tree
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label_index=0
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objective=regression
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2436 2181 1896 1822 885 1147 2000 1445 1833 989 1796 2441 2277 3396 1627 2006 2304 2249 1989 2098 2391 2828 2103 3076 1903 1708 2520 1703 2015 1785 2242 1269 1629 1507 1441 1516 1908 2565 2174 1805 2655 2388 2477 2097 2085 1891 1766 1657 2469 1325 2353 2098 2007 1445 1782 1707 1251 1333 1138 1345 2909 1625 3589 1974 1267 977 1809 2279 1170 1170 970 1335 1623 1236 972 1548 1156 1794 1699 980 1702 1709 2179 2007 3092 1644 2158 1366 1052 974 1169 1702 1806 1332 2143 1730 2299 1434 2176 886 1537 1348 1065 1353 1686 1525 2473 1620 1999 2917 2739 1828 1709 1869 1431 1911 1450 1442 1714 980 1352 1741 1720 1436 1881 1811 2007 1704 2115 2001 2157 976 889 859 1265 1546 895 1150 1073 1252 1654 1644 2180 2651 2375 3193 2302 2370 2848 2814 2463 2186 2648 2875 2939 2533 1551 1552 2471 2383 3091 1715 1622 2004 1933 2025 1278 1645 1235 1246 2373 1550 2168 1719 1048 1933 3358 2167 1946 2850 1842 2565 3277 2544 1717 1391 1637 2073 1070 1259 1435 1629 1419 1790 2549 2455 2553 2925 1625 1908 2152 2632 2357 2358 2102 2267 2291 2078 1988 2367 2282 2768 2457 2939 2181 2563 1348 1611 1913 1814 1457 1550 1446 1167 1549 1351 1550 1832 2162 2076 1913 2002 2084 2464 1813 1444 2852 2532 2865 2669 1163 976 978 1268 2549 1812 2178 2365 2115 1726 1450 1705 1535 1711 2387 1903 2102 2847 3247 1142 1155 1263 3109 1240 1078 893 888 1251 2007 1633 2172 2091 1922 1609 2355 2197 1243 1922 2705 1432 2386 2921 3098 3202 1082 1080 1525 884 1456 1539 1452 1264 2845 2654 3243 2368 3019 2849 2373 2744 3501 4250 3025 2114 2088 1334 1167 1504 2754 1981 2710 1065 2756 2390 2420 2451 2193 2622 2582 2548 2561 2353 2467 2521 3040 2494 2063 2630 1627 2846 2551 1884 1547 2362 1883 1685 1422 2361 2074 1456 1526 1349 1602 2191 1247 1449 1806 1458 1151 975 1703 1072 1524 1629 1541 1599 2377 2390 2721 2188 1608 1915 1825 1526 1635 1638 2015 1630 1819 1733 1556 1825 3269 3314 3395 2902 1527 1541 1341 2017 888 1263 1438 1245 2985 2891 2331 2539 2169 3129 2713 2831 2937 2845 2731 3247 2554 2604 2737 2735 2361 2121 1695 1351 2271 2204 2664 2278 1165 2111 2475 1149 1244 1059 1609 1922 1531 1719 1907 1551 971 1447 983 1520 976 897 1447 1161 962 961 1445 1159 1455 984 1259 1069 1858 2347 1717 3150 1984 1620 1734 1520 2104 2861 2302 2534 3018 3187 2847 2123 1470 1441 1791 1727 901 1315 1364 1070 1817 1909 973 1052 1823 2381 2484 2192 1360 1827 1083 1736 956 2443 1164 976 2354 2192 2696 1461 2476 3163 1459 2830 1880 2986 1709 1523 1442 2008 1508 1251 1899 2845 2888 3207 1783 1630 1724 2250 895 1162 1160 1351 2649 2283 2086 3477 2310 1896 996 1364 3015 1679 2468 1988 1318 1224 1053 1244 1628 1437 1716 2179 1081 1266 2210 1312 2922 1730 1592 985 1547 1229 1283 1146 1912 2386 2385 1740 1917 1763 1418 1432 1982 3184 2146 2374 3037 2153 2109 2657 993 1262 2389 1059 903 1704 1734 1554 1814 1273 2364 1689 1073 1163 983 1351 1915 2835 2653 2094 1605 1698 2522 1819 985 1055 1052 1523 2438 2281 2478 1991 2142 1924 1834 1808 2267 1991 2511 1916 2687 1454 1526 1805 2760 3262 2385 1970 1649 2679 2669 2203 2957 2355 2091 2498 1761 2107 2475 2008 1985 2016 1915 2531 2539 1439 1699 1431 1993 1725 1735 2198 2756 2474 2582 2807 2038 1440 1814 2177 2468 2823 2272 2946 1885 1298 983 981 2666 1520 1797 2162 2244 1871 1621 1706 1835 1840 1528 1816 2665 2565 2469 2287 2272 2198 2351 2732 2239 1155 1694 1454 2815 2368 2821 1975 2295 2187 2493 2210 1336 895 1534 1879 1782 2097 2423 2347 1162 1431 1900 1441 1612 1546 1313 1378 1734 2097 2181 2191 2762 2543 3292 2847 2250 2640 2248 2265 1533 1642 1615 1244 2587 1549 2122 2190 2077 2295 2479 1725 969 2153 988 1136 2844 2763 2427 2234 2915 2917 2467 2114 1713 1710 1804 1710 2634 1627 1262 1878 1734 2196 1514 1892 2453 2273 2807 2301 3687 1081 3609 1993 1909 1795 1790 2011 1338 1725 1657 1635 2009 1738 2658 1716 4433 4189 2672 2440 974 1452 1353 885 2108 2002 1528 2083 1813 1809 1643 1792 2099 1351 1601 1994 2834 3303 2942 2545 2413 2451 2575 1911 2067 2021 2028 1547 1349 1259 1355 2005 2282 2636 2270 2364 1440 1158 1147 1216 1172 1351 1146 1722 2103 1239 1169 1468 2910 2748 2013 2107 2828 2565 2591 2098 1800 2455 1740 1532 1545 2165 1533 1735 2185 1999 3005 2843 2097 2542 2283 2577 2127 2672 3215 4295 2575 1988 2766 2374 2003 2097 2392 2261 1453 1410 980 1985 1991 1803 1456 1725 1767 1870 2104 2193 1080 1701 1922 2117 1734 2204 1069 984 1631 1180 1344 1095 1457 1532 1627 1909 2376 1810 1623 1884 2019 1730 1997 2457 1799 1598 2199 1909 2382 2091 2476 2075 1225 1789 974 1179 1632 1627 2541 2569 1210 1048 1920 963 1243 1350 981 1163 2369 2713 2115 1535 2579 2354 2097 3562 978 886 1433 1264 2053 2608 2194 2561 1178 1059 1252 2532 1980 1913 3031 2263 1354 2006 1446 1914 2115 2024 1904 2540 1396 1912 1326 1528 1317 2438 1535 891 1265 1645 1140 1070 2360 2827 1678 2203 887 1436 1245 1172 2270 1813 1892 1834 1254 1351 1737 2371 1827 1247 2532 2110 1427 2063 1457 2113 1999 1442 1167 1253 1623 1361 1276 1928 1897 2591 2420 2101 1077 986 1522 1261 1845 1253 1068 1262 1651 2119 1550 1628 2634 2284 2549 2264 1628 2399 3435 1144 1995 1830 1531 2397 2185 2096 2197 1813 2684 2002 1974 2736 2167 2182 1926 1797 2388 1634 1733 1990 2133 1991 2067 2331 2111 2189 2477 2000 1070 1627 1179 1184 2270 1553 1886 1365 2548 2286 2171 2092 2007 1712 2199 2038 1921 1637 1714 2477 1747 1083 1546 1174 1995 1634 992 1615 2356 1831 3328 2019 3201 2765 3274 2201 2215 1814 2765 1656 1752 2558 1848 1829 2933 2404 3196 2080 1559 2296 1929 1633 1366 1565 1354 1997 2004 1732 1614 1734 1535 1715 1702 2021 1268 1635 1716 996 1156 1928 2675 1178 1267 1078 2087 1340 2730 2176 1952 2927 2170 1901 1545 2199 1636 1554 1369 1446 1625 1644 1880 1533 1348 987 1343 1711 2542 3056 2489 2787 2263 2582 2474 2838 2210 2175 1616 1828 1259 1514 1554 1362 1725 1908 1807 1711 1803 1433 1639 2286 1172 2664 984 1363 1890 1637 1992 1629 3208 3040 2475 2267 2002 2561 2004 2292 2638 2581 2362 3137 1796 2274 2438 2290 1628 1523 1710 1428 978 1934 1081 988 1715 2112 1450 1546 2748 1814 2087 2279 2461 1722 1733 1793 2023 2108 1798 1434 2312 2237 2464 2826 2462 2295 2914 3036 1772 1088 1821 1140 1725 902 1621 1461 1273 1068 1075 1546 2291 2529 1912 1653 2115 2745 2113 2021 1921 2185 1628 1765 1538 1704 1720 1832 2591 2250 2340 2549 1560 2074 2143 1893 2262 3046 2466 2374 2408 2175 2027 2279 1815 1712 1707 1923 1449 895 986 1266 1619 1989 2169 2887 1712 2183 2023 1922 1546 1896 1888 2079 2612 3394 2092 2739 1527 1342 2837 1803 2929 2468 1625 2366 1640 1706 1709 2167 3023 2753 1913 3222 2654 3204 1812 3223 2188 2742 3027 1996 3694 1969 2925 2224 1350 1268 1455 1534 2832 1546 1998 2942 1457 985 1321 1844 1727 1815 1638 1715 2246 1624 2379 2196 1264 1178 893 885 2287 2746 2527 2120 2468 1820 1815 1717 3014 2730 2473 2002 2188 2280 2222 2417 2479 2551 3489 3194 1350 1339 1278 1341 1442 1265 1553 1730 1520 1518 1358 1351 1544 1546 1361 1242 1425 1261 1247 1170 1456 1332 1336 1540 1436 1368 2534 1415 2075 1555 1256 1744 3223 3034 2721 1549 2961 1919 1732 2352 1253 1551 1525 1458 2196 2359 2570 1434 2767 2381 2179 2682 1243 1078 985 1925 2280 3066 3505 2606 1358 1599 1740 1710 2004 1715 1875 2489 2211 1908 2563 1739 2513 2341 2302 2350 2556 2919 2751 3277 2647 3590 3770 2822 1349 1904 1647 963 1555 1084 1520 1258 1731 1812 1649 2196 2022 1818 2157 2196 1844 1893 1929 1646 1821 1801 2338 1550 2629 2577 1905 2298 2089 2213 1648 1713 1648 1717 1757 3324 1933 1450 1830 2905 2305 2551 2840 2639 1925 1720 2491 1905 2361 1982 1793 2128 1176 1790 1520 991 1709 3285 2298 3010 1883 1742 1987 1558 1643 1653 1176 980 2093 2385 2177 2344 2012 1726 1978 1427 2421 2344 3016 2371 1618 1628 1825 1068 2163 1737 2910 2389 1956 2302 2965 2119 1171 1720 1273 895 2157 1265 1435 1544 2302 3118 2720 2823 2001 2027 2086 1914 2096 1450 1900 1450 2406 2488 2359 2090 2757 1714 1810 1907 2060 1429 2387 1359 2246 2057 1912 2581 1343 1140 1523 1166 2089 2397 2261 2727 1171 1075 1358 1440 2946 2570 2471 2719 1742 1722 1915 1434 1404 1631 1737 1781 2434 2657 3052 2875 1899 1639 2005 1725 1637 1626 1617 2091 1734 1434 2074 1459 2198 1938 1714 1946 1827 2285 2196 2854 3543 2947 2376 3464 3138 3110 3081 2947 2246 1702 1811 2387 3107 2906 2975 2554 2189 1987 2385 2119 2354 2099 3006 1726 1550 1183 1080 1061 3525 2462 2476 2011 2366 2087 2308 2717 1540 2461 1860 1521 1638 2106 1838 1638 2370 2471 1622 1822 1722 1903 1968 2465 2383 2909 2857 2749 2740 2130 1767 1837 1968 2367 1454 2113 2292 2547 2365 2379 1083 972 1627 1913 984 1173 1710 997 997 1072 1617 1177 1432 1543 1515 2172 2448 1923 2383 1621 1458 1554 1058 1825 884 1154 887 960 1611 1512 1615 1722 1834 1900 1850 2113 2201 2394 2564 3649 1833 1630 2012 1728 1739 1925 2004 1456 2678 2770 1866 2380 2296 1266 1361 2198 1594 1610 1444 1549 2017 2086 2982 2268 2268 1999 1927 2466 1078 2224 1723 2226 1886 1916 2772 2096 2179 1978 2233 2210 3995 2576 2882 2772 2761 1613 2851 1805 1548 1731 1463 2206 2654 2459 1926 2106 1844 1832 1819 2469 1172 1240 2093 1065 2659 2491 2558 1497 2660 2466 2579 1962 2011 2013 2202 2733 2084 1252 1815 1152 1341 1397 1630 1611 2053 1728 1913 1267 1268 1725 1728 2472 1512 1810 1513 1245 2485 1652 1540 1456 2838 2482 2822 2999 1939 2097 2382 2284 1767 1996 1733 1537 1618 1268 1649 2696 1905 1453 1726 2096 2181 2549 2501 2006 1816 2267 2651 1793 1749 1063 1343 1041 1786 2313 1705 1713 2835 1704 2848 2063 2078 2205 2184 2111 1829 1452 2180 2012 1758 1829 1458 2085 1967 2072 1542 1530 2548 2183 1988 2097 2782 3125 2256 2189 2381 2732 1163 1430 1824 2606 1822 2252 2961 2305 3089 2760 1538 1799 2184 1419 2880 3176 3124 3104 2821 3425 3944 3135 2097 2293 2723 2009 1727 1816 1904 1779 1361 1084 1616 1087 887 2411 1449 2216 2280 2637 2546 3095 1154 1275 1271 1229 2544 2387 2210 1996 1459 1240 2569 1644 1169 1627 1883 1176 1446 2007 2297 1459 2176 2002 1552 1555 3071 3235 3262 1701 2577 1713 2205 1543 2226 2185 2120 1735 1833 2192 2418 3053 2867 2547 2117 1920 1729 2723 1891 2644 2200 2811 2776 2200 1820 2193 1608 1615 3154 2445 1995 2634 2932 2522 2665 2479 2869 3461 3418 2530 2591 2282 2457 3051 3222 3095 2950 4058 2563 2222 1360 2468 2205 1404 872 1352 2201 1415 1625 2003 2236 1977 2240 2339 2787 2204 2736 2659 1076 1087 984 976 2461 3174 2592 2018 2204 1747 1731 1998 2017 2549 2760 1832 1551 1444 887 1366 2485 1919 2399 2016 1917 1466 1540 2028 1344 1518 1736 1411 2746 2281 2463 2295 2652 2382 2306 2563 2206 1461 2665 2013 2407 2293 1724 1907 2013 1735 2168 1931 2459 1826 2010 2108 2940 2905 2416 2214 2283 2480 2183 2310 1431 2102 2018 1547 2125 3347 1623 2219 1933 2033 2205 1911 2307 2271 2086 2018 2302 1947 1836 1661 2673 2567 2215 2479 1564 1469 1358 1806 1998 2137 1954 1706 2199 2548 3211 3002 2003 1785 1521 1600 2572 2138 2086 1822 1564 1933 1614 1348 2172 3031 2099 2734 1645 2117 1182 1085 1445 1650 1453 989 2443 2097 2198 1813 1648 1941 2030 2583 1166 1518 1925 884 1457 1153 1713 1440 1283 893 1179 991 1918 1816 2008 1792 2521 2465 2584 2823 1832 1741 1920 2402 2080 1498 1829 1836 4132 2520 2472 2658 2474 2447 2711 2260 1634 1723 1548 1431 1887 1605 2693 2184 2774 2461 2563 2830 1745 1742 2275 1645 1929 1933 1278 1731 2192 2280 3330 2278 3234 1944 1827 1812 1814 2017 1818 1837 3021 2330 1741 1788 1550 1096 1070 1374 1439 1150 1457 1540 2386 1812 2663 1966 1500 1815 1341 1732 1911 1634 1882 2279 2461 2253 2458 2197 2189 2828 2304 2201 1870 1813 1637 2537 2457 2417 2311 2640 2752 2191 2108 1152 2305 1741 2176 2215 1342 961 1549 885 1823 2500 2098 2274 1336 1737 1165 1905 2020 1635 1932 2019 2089 2577 1711 2206 1446 1633 1546 1527 1740 2187 1447 1167 1239 1444 1252 1189 1151 1512 1257 1628 1555 1076 1427 1087 1535 2194 2035 2095 2668 2971 3715 2869 1994 2186 1810 2307 1077 1066 1296 1337 2074 2755 2152 2151 2231 1549 1849 1904 2274 1907 2635 2255 1982 2295 2012 1815 1734 1820 2103 1532 1716 2903 2379 1894 2586 1982 2285 3133 2294 2208 2113 2467 1912 2452 2572 1889 2900 2855 2779 1975 1736 2632 2247 2006 2851 1605 2483 3116 2498 2126 2585 2314 1270 2003 2661 1550 2751 2293 1735 1653 1972 1917 1831 1532 2752 2911 2655 3947 2487 2565 2668 2386 3133 2992 2568 2311 1266 1533 972 1553 2393 2697 2488 2474 1910 1484 1559 1650 2304 2227 2023 2166 2441 2474 1928 2492 3812 2479 2664 2371 2757 2402 2786 2199 1823 3075 3522 3210 2188 2574 2171 2180 1731 2072 1861 1835 1352 1783 1973 1397 1360 1166 1278 1278 2321 2148 3052 2758 2298 2310 2293 2374 2302 1903 1920 2118 2564 2462 2411 2013 2321 2149 2497 3141 2306 3297 3035 2300 2102 2295 2217 2080 1445 2288 1637 1726 1910 2547 1631 2549 1943 2367 2247 2656 2063 2491 1636 1460 1575 1646 1622 1459 1598 1440 2596 2261 2205 2126 1733 1837 2185 3161 1990 2281 2663 1613 2116 2383 3450 2994 2261 1928 1135 1551 1838 1073 1446 1556 1783 1550 2292 1927 2081 1829 2058 2373 2924 2199 2304 1905 2093 2210 1649 2012 1643 1907 2061 2176 1884 2101 1740 1909 2111 1067 876 1167 1997 1176 1992 3393 2597 2019 2277 2011 2574 2249 1268 1807 1264 1359 1179 1639 1363 1090 1629 1717 1943 2244 1826 1982 1538 1837 2406 2372 2520 2032 2023 1417 2023 964 1079 1181 1458 1168 3209 2642 2676 2093 2297 1922 2721 1734 1727 1969 1922 2657 1914 2122 2666 2369 2193 2110 3491 2098 1529 1234 986 1250 1327 1463 1162 1152 1252 891 1174 998 3017 2576 1927 1806 2121 1337 2125 1656 3052 2655 1487 1793 1534 1810 2380 1590 2256 1260 1434 2270 971 1738 885 1562 2407 1747 2550 1785 1882 1989 2297 2341 2182 2329 3177 3014 1868 1798 2201 2085 3306 2489 2391 2770 1396 1254 1700 1249 2413 1950 2100 1926 2166 1741 3325 1269 2103 2467 1736 2274 2079 1900 1849 1833 3579 3307 3209 2312 1525 1561 2021 1457 1925 2908 1911 2856 2288 2579 2719 1991 2869 2254 2507 2840 3208 2014 2486 2298 2580 2384 2679 3048 1913 2604 2005 1357

Tree=0
num_leaves=28
num_cat=0
split_feature=4 4 4 3 10 5 3 7 9 8 3 4 3 4 1 0 1 20 9 0 9 5 1 4 27 3 0
split_gain=234150 18584 16601.9 13308.2 11128.3 9520.17 5800.95 4613.43 2208.88 2034.72 1932.83 1412.84 1694.35 1206.79 699.65 826.794 424.121 416.49 372.615 367.645 357.234 338.577 282.566 245.403 168.969 111.966 76.7437
threshold=0.10495500000000003 0.13554500000000005 0.088720000000000021 0.09697500000000002 0.080235000000000015 0.27608500000000008 0.13547000000000003 0.073820000000000011 -0.0060949999999999997 -1.0000000180025095e-35 0.17152000000000003 0.085720000000000018 0.089985000000000023 0.12435500000000002 0.0043150000000000011 -0.044789999999999996 0.50230500000000011 -1.0000000180025095e-35 0.091615000000000016 -0.22163999999999998 0.09253500000000002 -0.43873000000000001 0.007210000000000002 0.11660000000000002 0.07692000000000003 0.12212000000000002 -0.13752999999999999
decision_type=2 2 2 2 2 2 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 14 11 -4 13 16 12 18 23 15 20 -3 -10 -1 -11 -5 -16 -14 26 -9 -23 -2
right_child=1 10 5 6 -6 -7 -8 24 17 19 -12 -13 22 -15 21 -17 -18 -19 -20 -21 -22 25 -24 -25 -26 -27 -28
leaf_value=37.207041235464693 34.939087768123869 34.501686119524138 35.388271258188141 37.125816668701894 36.266987397986107 37.11905895793479 35.844914849669109 37.695387101333452 35.898686071418908 35.128625599648593 33.625133998640351 36.601905180186684 37.028671675703016 34.457332852038626 36.866469732239565 36.511161556388018 34.130514847387644 36.293546277336524 36.927022455295806 35.486252564842545 36.857823691747157 36.627834371580015 36.854787895950274 34.779053054466559 37.963861314954592 36.465561080108195 35.095491302786726
leaf_weight=1201 55 51 77 62 81 76 78 46 55 52 69 52 558 67 55 61 76 51 49 63 240 205 111 57 47 53 72
leaf_count=1201 55 51 77 62 81 76 78 46 55 52 69 52 558 67 55 61 76 51 49 63 240 205 111 57 47 53 72
internal_value=36.5841 34.8572 36.9453 37.0154 35.2114 36.1828 36.6576 37.1461 35.794 34.9778 34.0492 37.1138 37.1277 34.819 36.7513 36.8453 34.2796 36.0887 37.1961 35.3245 36.9128 36.6423 36.9998 34.9507 37.8311 36.5945 35.0278
internal_weight=0 643 3077 2818 447 259 754 2064 183 366 196 1971 1919 251 676 363 127 106 1250 115 302 313 669 184 93 258 127
internal_count=3720 643 3077 2818 447 259 754 2064 183 366 196 1971 1919 251 676 363 127 106 1250 115 302 313 669 184 93 258 127
is_linear=0
shrinkage=1


Tree=1
num_leaves=28
num_cat=0
split_feature=4 4 4 3 2 5 3 7 9 3 8 4 4 3 1 1 1 1 26 1 9 9 5 1 4 2 27
split_gain=189864 15069.1 13461.9 10791.2 9647.07 7719.58 4802.92 3740.87 1795.85 1567.22 1434.77 1272.41 1145.62 1373.88 665.036 571.75 456.346 399.395 344.46 343.87 302.131 259.453 249.609 229.116 198.993 171.891 136.992
threshold=0.10495500000000003 0.13554500000000005 0.088720000000000021 0.09697500000000002 -0.16099499999999997 0.27608500000000008 0.14058000000000004 0.073820000000000011 -1.0000000180025095e-35 0.17152000000000003 -1.0000000180025095e-35 0.12435500000000002 0.085720000000000018 0.089985000000000023 0.0043150000000000011 -0.15796999999999997 0.41165000000000013 0.0065600000000000007 1.0000000180025095e-35 0.50230500000000011 0.091615000000000016 0.092150000000000024 -0.43873000000000001 0.007210000000000002 0.11541000000000003 -0.046564999999999995 0.07692000000000003
decision_type=2 2 2 2 2 2 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 8 14 12 -4 19 11 18 13 20 15 -5 -12 -10 24 -3 -1 -17 -16 -15 -6 -24 -9
right_child=1 9 5 6 10 -7 -8 26 17 -11 16 -13 -14 23 22 21 -18 -19 -20 -21 -22 -23 25 -25 -26 -27 -28
leaf_value=0.56091638218876116 -0.073053093754182508 -1.8752012614929359 -1.0692516415873694 -0.088831957888978352 -1.40802548073044 0.48169016013509641 -0.75861220517912509 1.0006621000386051 -0.24096712622695393 -2.664518642165453 -0.87791128941461782 -1.9046789518716247 0.016003644812857997 0.40029821304731367 0.2285509291468531 0.47749581867614849 -1.2876200382943164 -0.63113053170603639 -1.1853834739642963 -2.2094333767294358 0.30876519070830633 0.2413959837636295 0.035890880335493328 0.2437194181466657 -1.647002282331097 -0.17361142823554071 1.2424176838511094
leaf_weight=1201 61 51 79 47 103 76 64 46 51 69 46 71 52 558 57 56 65 53 49 76 49 261 222 111 52 47 47
leaf_count=1201 61 51 79 47 103 76 64 46 51 69 46 71 52 558 57 56 65 53 49 76 49 261 222 111 52 47 47
internal_value=0 -1.55511 0.325226 0.388334 -1.23608 -0.3614 0.0661184 0.506042 -0.71154 -2.28268 -1.41987 -1.54178 0.476938 0.489428 0.142616 0.23508 -1.11784 -0.439808 -1.41547 -2.07522 0.551033 0.283107 0.0393725 0.37432 -1.4882 -0.000710593 1.12285
internal_weight=0 643 3077 2818 447 259 754 2064 183 196 386 275 1971 1919 690 364 111 104 204 127 1250 317 326 669 155 269 93
internal_count=3720 643 3077 2818 447 259 754 2064 183 196 386 275 1971 1919 690 364 111 104 204 127 1250 317 326 669 155 269 93
is_linear=0
shrinkage=0.0995203


Tree=2
num_leaves=31
num_cat=0
split_feature=4 4 5 4 3 10 3 7 9 1 4 3 4 8 4 3 21 0 9 4 0 1 6 9 10 3 7 0 6 20
split_gain=154413 15530.5 9944.18 9286.42 8812.05 3712.41 3645.99 3264.89 1457.57 1459.9 1284.84 1232.09 1156.83 1053.98 659.878 422.902 410.558 489.848 388.7 338.312 261.605 245.592 230.933 177.948 176.415 109.404 104.022 101.366 95.5021 51.9234
threshold=0.10724500000000002 0.088720000000000021 0.27608500000000008 0.13554500000000005 0.098755000000000023 0.055760000000000011 0.14058000000000004 0.073820000000000011 -1.0000000180025095e-35 0.36766000000000004 0.15340500000000004 0.091545000000000029 0.085230000000000014 -1.0000000180025095e-35 0.12435500000000002 0.14940500000000004 0.10068500000000002 -0.044789999999999996 0.08622500000000001 0.10141500000000002 -0.081854999999999997 0.0043150000000000011 1.0000000180025095e-35 0.090465000000000031 0.085705000000000017 0.12168500000000003 0.085695000000000021 -0.07664 -0.085064999999999988 -0.076909999999999992
decision_type=2 2 2 2 2 2 2 2 2 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 7 13 16 11 19 -10 15 12 18 14 20 -5 17 21 -1 -3 -2 -6 27 -24 -4 29 -9 -13 -15 -18
right_child=3 2 24 10 6 -7 -8 26 9 -11 -12 22 -14 28 -16 -17 25 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.53149566223641509 -1.4942638528151306 -0.83188387850966605 0.34150027387695325 -1.7630064330496504 0.28806990880552258 -0.47895621793003007 -0.68311498463702358 1.1181600470861432 -0.25732237287502713 -0.95149845221971308 -2.4485983202026493 0.25324760261050122 0.014356107944682965 -1.1651975799289118 -1.7255863569499859 -2.1289365017215962 0.11305230425012003 -0.11739757498083225 0.42867285584499404 -1.1962779772413754 -1.2343468977197181 0.1029592085626698 0.53265355626400845 0.3194972594089171 0.61138064444781015 -0.11167584093578581 0.90960497198150347 0.091392741047009174 -0.96902667711953627 0.002225984107657817
leaf_weight=779 70 51 48 90 197 58 64 49 83 47 58 208 54 53 67 48 68 49 684 50 85 111 46 248 48 59 46 47 46 109
leaf_count=779 70 51 48 90 197 58 64 49 83 47 58 208 54 53 67 48 68 49 684 50 85 111 46 248 48 59 46 47 46 109
internal_value=0 0.274352 -0.374865 -1.49935 0.349687 -1.21173 0.030514 0.446723 -0.728661 -0.5083 -2.05551 0.420492 0.466727 -1.34413 -1.46457 -1.89029 0.107534 0.174862 0.483423 -1.01229 -1.35173 0.221361 0.292734 0.352851 0.476449 0.00568353 1.01718 0.223419 -1.07406 0.044808
internal_weight=0 3145 327 575 2818 379 657 2161 231 130 196 2066 1517 321 222 138 593 357 1463 101 155 308 549 294 96 236 95 255 99 177
internal_count=3720 3145 327 575 2818 379 657 2161 231 130 196 2066 1517 321 222 138 593 357 1463 101 155 308 549 294 96 236 95 255 99 177
is_linear=0
shrinkage=0.0995203


Tree=3
num_leaves=27
num_cat=0
split_feature=4 4 5 4 3 3 2 2 3 3 4 8 2 0 8 4 3 4 0 1 2 21 0 6 26 26
split_gain=125208 12593.1 8084.37 7530 7145.38 3005.49 2913.16 1515.1 1194.22 1097.02 846.494 735.239 733.267 696.029 562.808 562.56 498.72 491.65 417.385 284.703 261.073 259.285 167.781 156.708 131.194 59.3651
threshold=0.10724500000000002 0.088720000000000021 0.15990000000000004 0.13554500000000005 0.098755000000000023 0.14721500000000004 -0.14091999999999996 -0.14884499999999998 0.091295000000000029 0.17152000000000003 0.10290000000000002 -1.0000000180025095e-35 -0.14531999999999998 -0.14909499999999998 -0.10833 0.12379000000000003 0.12389500000000002 0.085230000000000014 -0.15468499999999999 0.50230500000000011 -0.041009999999999998 0.099305000000000018 -0.081854999999999997 0.066135000000000013 0.083400000000000016 0.095385000000000011
decision_type=2 2 2 2 2 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 6 7 16 -2 14 17 19 13 15 -4 -3 -1 22 20 18 -9 -5 21 -6 -8 24 -10 -25
right_child=3 2 12 9 5 -7 11 8 23 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27
leaf_value=1.0191016281167233 -0.52138154581848961 -0.3013766801967922 0.54887535051990433 -1.4953729538830258 0.20455014366162244 -0.74828159545428041 -1.3254499725567672 0.73727088286123277 0.12576102621650873 -2.1704139320852516 -0.96895073145736255 -0.97981521031337326 0.050894657772360956 -0.76247927574851271 0.53937391556715597 -1.5621582079295986 -0.13932130003476786 0.13078065071908376 0.43253809094573448 -1.7994887163518269 -0.077396856512050138 0.052221418501101451 -1.1166690259627701 0.35870146559959654 0.26621770274892387 0.27089020730093571
leaf_weight=50 72 59 64 51 290 46 73 46 113 69 78 87 54 72 47 67 84 52 1388 76 58 179 80 142 158 165
leaf_count=50 72 59 64 51 290 46 73 46 113 69 78 87 54 72 47 67 84 52 1388 76 58 179 80 142 158 165
internal_value=0 0.247048 -0.337558 -1.35014 0.314886 0.0274772 -1.09114 0.402266 0.3842 -1.85095 -0.709376 -1.22476 0.320993 -0.554814 0.786665 -1.32163 0.0858827 0.431413 0.442314 -1.67737 0.12178 0.146414 -1.21629 0.262817 0.207654 0.311509
internal_weight=0 3145 327 575 2818 657 379 2161 2064 196 209 307 118 131 97 220 611 1486 1434 127 527 469 153 578 271 307
internal_count=3720 3145 327 575 2818 657 379 2161 2064 196 209 307 118 131 97 220 611 1486 1434 127 527 469 153 578 271 307
is_linear=0
shrinkage=0.0995203


Tree=4
num_leaves=31
num_cat=0
split_feature=4 2 2 4 4 3 3 7 8 1 4 1 4 4 3 3 9 17 8 1 8 3 26 26 2 8 1 9 1 2
split_gain=100079 9004.14 8105.26 4895.63 3850.11 2919.53 2693.42 2004.69 1714.48 1395.37 1240.77 856.033 1061.54 836.434 794.068 769.754 592.451 394.838 354.2 339.794 344.181 248.716 228.19 330.397 209.563 199.197 160.378 149.999 64.3182 50.7905
threshold=0.10495500000000003 -0.16099499999999997 -0.063744999999999982 0.13554500000000005 0.089610000000000009 0.13213000000000005 0.09587500000000003 0.073820000000000011 -0.00076499999999999995 -0.01257 0.078940000000000024 -0.16855499999999998 0.12273500000000002 0.15116500000000005 0.12389500000000002 0.085795000000000024 0.087055000000000021 -0.55157999999999996 -1.0000000180025095e-35 -0.025874999999999999 -1.0000000180025095e-35 0.14940500000000004 -0.031674999999999995 0.090170000000000014 0.091030000000000014 -0.088144999999999987 0.41291000000000005 0.091200000000000017 0.0047600000000000012 -0.096314999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 5 15 7 10 -6 -10 16 -3 18 21 17 -4 28 -8 25 20 -17 -5 29 -24 -21 -13 -14 -18 -1 -19
right_child=1 3 4 13 8 -7 14 -9 9 -11 -12 12 26 -15 -16 19 27 22 -20 24 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.43780752140190621 -0.019887394334691905 -0.65944053737547881 0.50303665411307175 -1.4112410307912626 -0.83668380767805728 -0.53509255470700801 0.44958921694704607 0.87499307697207263 0.18789193787245129 -0.58312708734694629 -0.15390130618577627 -0.99019476037846765 -1.2475370172966203 -1.9482649011336333 -0.22938451736831347 0.10063098644762652 0.34675645711059772 -0.058193886575829919 -0.80002935604326098 0.087430865965004281 0.42925361557441705 -1.699275331423967 0.32865581992873016 0.12889180402997449 -0.15358716602733649 -1.2212342497560802 -1.5011759985967186 0.26276802094402896 0.31659635091920668 0.080745973576991176
leaf_weight=770 65 49 59 84 77 68 47 77 46 47 46 109 48 66 53 76 527 48 69 149 54 46 111 314 47 56 51 351 46 57
leaf_count=770 65 49 59 84 77 68 47 77 46 47 46 109 48 66 53 76 527 48 69 149 54 46 111 314 47 56 51 351 46 57
internal_value=0 -1.13044 0.234991 -1.25533 -0.0854862 0.0660705 0.316584 0.378065 -0.489345 -0.201754 0.356075 -1.04786 -1.10501 -1.65968 0.139264 0.172252 0.369923 0.173127 -0.989419 0.112384 0.237142 -1.51317 0.148609 0.181067 0.0296315 -1.06861 -1.37821 0.313181 0.430976 0.0172228
internal_weight=0 643 3070 578 623 453 2447 1817 170 93 1740 382 333 196 630 385 1694 577 234 326 130 130 530 425 196 165 99 878 816 105
internal_count=3713 643 3070 578 623 453 2447 1817 170 93 1740 382 333 196 630 385 1694 577 234 326 130 130 530 425 196 165 99 878 816 105
is_linear=0
shrinkage=0.0995203


Tree=5
num_leaves=26
num_cat=0
split_feature=4 2 29 4 3 7 4 3 7 4 4 0 3 1 4 4 2 26 8 21 1 6 20 18 11
split_gain=81176.7 8221.83 6344.04 4569.82 4558.49 2508.56 2589.39 2181.95 1351.1 1264.48 1237.12 874.187 817.401 710.23 702.464 485.621 379.407 274.365 270.32 235.597 210.101 183.949 84.6424 67.741 64.7535
threshold=0.10404000000000002 -0.23769999999999999 -0.027829999999999997 0.13554500000000005 0.099655000000000021 0.07134500000000002 0.085720000000000018 0.14530500000000005 -1.0000000180025095e-35 0.11660000000000002 0.091080000000000022 -0.13752999999999999 0.089985000000000023 -0.0032650000000000001 0.15340500000000004 0.09717000000000002 -0.021165 -0.0098899999999999995 -0.071344999999999992 0.10068500000000002 0.043640000000000005 -0.14809499999999998 -0.079399999999999984 0.038665000000000012 -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 -2 10 8 5 6 12 11 -3 16 -1 -6 21 -8 18 19 -10 -11 24 -13 -14 -4 -18 -7 -5
right_child=1 3 4 14 7 23 13 -9 9 17 -12 15 20 -15 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.10631424668341352 0.282139803306448 -0.40150438553738776 0.55694511645094102 -1.5494587760913103 -0.32997678470262198 0.71821746773577433 0.056238118449290705 -0.60110315052408103 -0.56994436849127739 -1.3295186146161522 -0.73622636654908236 0.13351281013175068 0.26007003199923173 -0.45979245984095346 -1.775248022398761 0.40090504116178682 -0.77207476868291858 -1.0677617755758477 -1.170211685025252 0.002201962992350438 0.11869624274237106 0.36012833865085614 -0.9319479888886506 0.87998507515863633 -1.3821477343432758
leaf_weight=53 46 46 49 46 49 54 56 51 49 71 74 333 650 50 60 51 46 90 46 228 124 1181 115 49 46
leaf_count=53 46 46 49 46 49 54 56 51 49 71 74 333 650 50 60 51 46 90 46 228 124 1181 115 49 46
internal_value=0 -1.00122 0.215236 -1.09721 0.245134 0.315604 0.292193 0.0260995 -0.910275 -0.973355 -0.473356 0.0744931 0.317549 -0.187165 -1.49092 0.106878 -0.812469 -1.1832 -1.36729 0.0801473 0.237422 0.36797 -0.886275 0.795183 -1.46581
internal_weight=0 661 3052 615 2925 2213 2110 712 417 371 127 661 2004 106 198 612 210 161 138 561 774 1230 161 103 92
internal_count=3713 661 3052 615 2925 2213 2110 712 417 371 127 661 2004 106 198 612 210 161 138 561 774 1230 161 103 92
is_linear=0
shrinkage=0.0995203


Tree=6
num_leaves=31
num_cat=0
split_feature=1 9 8 3 3 2 26 3 2 3 5 6 5 6 36 2 3 3 11 6 20 6 3 9 9 0 0 1 8 5
split_gain=47522.1 20308.6 7479.4 4107.18 2878.07 2819.78 2226.76 2018.66 1967.52 1712.68 982.682 671.002 729.981 909.264 658.007 661.936 592.345 533.765 520.684 485.42 394.46 370.904 339.357 305.102 235.685 151.666 147.194 140.678 109.123 47.4442
threshold=0.27998000000000006 0.076440000000000022 -0.0012949999999999999 0.12651000000000004 0.10807500000000002 0.30629500000000009 -0.031674999999999995 0.15537500000000004 -0.14091999999999996 0.093835000000000016 -0.42170999999999997 0.024640000000000006 0.073820000000000011 -0.096934999999999993 0.088355000000000031 0.13398000000000002 0.14530500000000005 0.10134000000000003 -1.0000000180025095e-35 0.024640000000000006 -1.0000000180025095e-35 -0.017084999999999999 0.11492500000000001 0.086700000000000013 0.098180000000000031 -0.069569999999999993 -0.096019999999999994 0.018150000000000003 -0.098504999999999995 0.39524000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 6 18 10 19 23 14 12 13 -4 15 22 -5 -8 -1 29 -7 -6 -2 28 26 -25 -11 -26 -10 -3
right_child=7 3 4 16 21 20 17 -9 9 24 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 27 -27 -28 -29 -30 -31
leaf_value=-0.89227073467775242 -0.56114546147015498 0.36222098264747921 0.30090419192538509 -0.15672971506782005 -0.26511915243953693 -1.2750704573042606 0.12835895498210104 -1.6051091822702719 0.19984866171406776 0.037764622482683904 -1.3518225101626149 0.51889606355318885 0.35715387474867388 -0.25831579793216358 -1.224619612659742 -1.1283149148043086 -0.64927324354956406 -0.32647646172949141 -0.54301920716306606 0.75127281457041228 -0.89458948134196159 -0.65455842169352618 -0.85226358310054429 0.2701231482428631 0.091246796202203037 0.087678930843011441 0.19064320368582863 -0.064116532604154258 0.3563771255580232 0.48807210871045187
leaf_weight=79 76 48 46 51 47 54 47 59 47 75 55 46 68 77 47 50 46 56 91 82 54 50 83 758 222 48 371 78 724 78
leaf_count=79 76 48 46 51 47 54 47 59 47 75 55 46 68 77 47 50 46 56 91 82 54 50 83 758 222 48 371 78 724 78
internal_value=0 0.117258 -0.353007 0.245203 -0.00922378 -0.654378 -0.484084 -1.07139 0.26956 0.243303 -0.970133 0.17767 0.0954856 -0.0491699 -0.888127 -0.812452 -0.390316 -0.118922 -0.705323 0.562799 -1.08484 -0.46587 -0.713118 0.302076 0.119058 0.259259 0.164937 0.0508496 0.346836 0.440135
internal_weight=0 3343 715 2628 334 381 273 370 2531 2323 311 237 191 123 256 209 97 103 170 208 108 97 159 1577 746 806 446 300 771 126
internal_count=3713 3343 715 2628 334 381 273 370 2531 2323 311 237 191 123 256 209 97 103 170 208 108 97 159 1577 746 806 446 300 771 126
is_linear=0
shrinkage=0.0995203


Tree=7
num_leaves=27
num_cat=0
split_feature=4 1 29 4 3 3 2 4 10 2 4 3 1 17 3 11 2 6 5 4 5 17 5 9 21 21
split_gain=54127.6 5876.6 4110.31 3887.33 2972.57 1412.22 1351.15 1120.55 1329.17 884.811 880.939 575.451 486.097 493.82 458.591 410.527 338.726 317.665 262.351 226.668 237.708 218.657 179.487 98.5576 82.489 37.531
threshold=0.10404000000000002 -0.34140499999999996 -0.027829999999999997 0.13210500000000003 0.10057000000000002 0.14314000000000004 -0.021165 0.088985000000000022 0.072470000000000021 -0.14091999999999996 0.091080000000000022 0.092300000000000021 0.081675000000000011 0.047465000000000014 0.18676500000000004 -0.075149999999999981 -0.10934999999999999 0.038300000000000008 -0.45516499999999999 0.11995000000000003 -0.16926499999999997 -0.53299999999999992 -0.06971999999999999 -1.0000000180025095e-35 0.09185500000000002 0.088310000000000013
decision_type=2 2 2 2 2 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 9 7 12 -2 8 11 -3 -1 16 21 -14 18 -11 -4 -10 -5 20 -17 25 -23 -20 -13 -6
right_child=1 3 4 14 5 -7 -8 -9 17 15 -12 24 13 -15 -16 19 -18 -19 23 -21 -22 22 -24 -25 -26 -27
leaf_value=-0.06876936207705904 0.27195845753377035 -0.38615146986572696 0.022043710881736466 -1.0189302622125656 0.30534504294033143 -0.44775857828634497 -0.45028394092988594 -0.13979062410621321 0.41344218928348275 -1.0758106134228484 -0.60032398361057904 0.18326771040885301 -0.23973698362412976 0.12803702375335929 -1.5103482376165769 -0.58118318475495434 0.28791980416852259 0.7577633347958237 -1.3700968315859368 -0.92290849206634251 -0.81601569190908108 0.22899413770540347 0.045927594983109776 -1.1744308394965759 0.094850313202603315 0.18071735456327406
leaf_weight=53 46 60 49 60 50 59 58 69 47 47 74 356 91 60 58 88 1515 61 56 58 83 64 310 47 148 46
leaf_count=53 46 60 49 60 50 59 58 69 47 47 74 356 91 60 58 88 1515 61 56 58 83 64 310 47 148 46
internal_value=0 -0.81756 0.175762 -0.945783 0.199828 0.0175345 -0.130823 0.255044 0.267564 -0.732553 -0.378501 0.249788 0.0617425 -0.0935962 -1.26997 -0.807854 0.27959 0.607928 -1.18442 -0.752855 -0.695171 0.111651 0.0772567 -1.28082 0.157306 0.245636
internal_weight=0 661 3052 557 2925 680 104 2245 2176 336 127 2068 621 151 221 276 1564 108 163 229 171 470 374 103 504 96
internal_count=3713 661 3052 557 2925 680 104 2245 2176 336 127 2068 621 151 221 276 1564 108 163 229 171 470 374 103 504 96
is_linear=0
shrinkage=0.0995203


Tree=8
num_leaves=29
num_cat=0
split_feature=4 4 17 3 3 1 3 4 7 4 4 3 1 0 6 20 5 3 4 11 5 2 26 26 0 5 1 6
split_gain=44314.6 4857.92 3450.43 3033.99 2658.19 2635.11 1382.76 1321.92 1034.17 683.393 499.83 333.742 305.537 438.458 298.008 490.532 187.708 197.685 185.287 167.065 149.469 142.958 127.392 118.308 109.394 106.769 105.921 51.0215
threshold=0.10724500000000002 0.088720000000000021 -0.41426000000000002 0.15537500000000004 0.095630000000000021 -0.15353499999999998 0.14721500000000004 0.12435500000000002 0.07134500000000002 0.092860000000000012 0.085720000000000018 0.087825000000000028 -0.00050999999999999993 0.042275000000000014 -0.11191 -0.062769999999999992 -0.338115 0.11693000000000002 0.13300500000000004 -0.39602500000000002 -0.46244499999999994 -0.069815000000000002 -0.0098899999999999995 0.11790500000000002 0.10858000000000002 -0.45516499999999999 0.031740000000000011 0.086100000000000024
decision_type=2 2 2 2 2 2 2 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 24 5 8 -2 12 16 10 -4 11 22 13 23 -11 -16 17 -7 -9 -5 -14 -22 -1 -6 -3 -20 -13 -10
right_child=3 2 9 19 6 7 -8 18 27 14 -12 26 20 -15 15 -17 -18 -19 25 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.12911428042927448 -0.16013373212664264 0.1507059876039937 -0.12587157848207736 -1.1194883843984846 0.19135493702427675 -0.37709890579114042 -0.47454382366653747 -0.85095995971239291 0.65364772179204123 -0.30564302234692864 -0.075922174580910856 0.21658643496075247 0.16128379365120199 -0.14583992383287919 -0.36546184682846544 -0.76218376933341547 -0.7258711948351283 -0.64524200049133085 -0.94155597812782654 -1.3622128044057169 0.0358930748051201 -0.10011278975000297 0.29926885189883706 0.042361865371563209 0.35625678543868117 -1.1340337064761583 0.10687090004361366 0.50528043847877058
leaf_weight=46 78 46 57 49 326 48 48 66 46 46 49 861 55 50 52 76 85 63 47 66 200 124 834 63 58 73 97 46
leaf_count=46 78 46 57 49 326 48 48 66 46 46 49 861 55 50 52 76 85 63 47 66 200 124 834 63 58 73 97 46
internal_value=0 0.147804 -0.210656 -0.801581 0.190013 -0.687275 0.0445908 -0.794909 0.253649 -0.424964 0.237763 0.246126 0.0750545 0.131568 -0.522938 -0.601022 -0.61455 -0.529296 -0.984961 -1.2588 0.00959167 -0.016156 0.290375 0.167227 0.265348 -1.05865 0.205478 0.579473
internal_weight=0 3180 335 575 2845 460 866 382 1979 231 1887 1838 818 439 174 128 196 111 186 115 379 324 880 389 104 120 958 92
internal_count=3755 3180 335 575 2845 460 866 382 1979 231 1887 1838 818 439 174 128 196 111 186 115 379 324 880 389 104 120 958 92
is_linear=0
shrinkage=0.0995203


Tree=9
num_leaves=30
num_cat=0
split_feature=4 4 17 3 3 1 0 4 7 4 4 3 1 8 6 22 0 4 1 21 20 8 1 0 6 8 6 18 6
split_gain=35933.2 3939.12 2797.85 2460.14 2162.1 2136.71 1170.95 1074.78 977.192 554.136 412.807 413.001 301.589 267.846 215.927 178.833 167.904 167.298 152.724 139.63 132.49 131.876 115.926 88.6995 77.6919 67.1411 48.4744 9.21061 7.03563
threshold=0.10724500000000002 0.088720000000000021 -0.41426000000000002 0.15537500000000004 0.098755000000000023 -0.15353499999999998 -0.03431 0.12273500000000002 0.07134500000000002 0.092860000000000012 0.085720000000000018 0.089305000000000009 -0.007069999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.078015000000000015 -0.12236 0.13300500000000004 0.41527500000000012 0.098250000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0065600000000000007 0.10858000000000002 -0.41910500000000001 -0.068904999999999994 0.086520000000000027 -0.040349999999999997 0.098855000000000012
decision_type=2 2 2 2 2 2 2 2 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 23 5 8 -2 12 16 10 -4 11 15 25 20 19 -1 21 -9 -5 -14 -11 -7 -13 -3 -19 27 -10 -6 -27
right_child=3 2 9 18 6 7 -8 17 26 13 -12 22 14 -15 -16 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30
leaf_value=0.23980583490757701 -0.14419718786682453 0.13570769948321981 -0.11334481599140808 -1.0255409579879082 0.18053119005032728 -0.70522610280197806 -0.33486463122664273 -0.76214554519187072 0.60041598384903683 -0.46374350374737905 -0.074552130535903774 0.1765684235073397 0.14417015545101147 -0.32214958338104022 -0.1839852007071677 0.38895439182802255 -0.4247592933844635 -0.88669668373168009 -1.2554876573019456 -0.0032717716776799154 -0.68966454708421299 -0.49158269064995946 0.079802768216560876 0.32080204358669279 -1.0497819746839225 0.12910977106295413 0.45803507718722397 0.24050953158608432 0.081633639012171452
leaf_weight=1077 78 46 57 61 46 71 83 73 49 53 51 716 89 71 50 86 70 71 54 223 50 48 148 58 49 61 46 57 63
leaf_count=1077 78 46 57 61 46 71 83 73 49 53 51 716 89 71 50 86 70 71 54 223 50 48 148 58 49 61 46 57 63
internal_value=0 0.133095 -0.189692 -0.721809 0.171103 -0.618878 0.0150914 -0.715801 0.219349 -0.382673 0.205079 0.212115 0.0644075 -0.470896 0.00801282 0.250836 -0.5471 -0.881001 -1.13352 0.0387844 -0.573422 -0.619058 0.159994 0.238941 -0.953297 0.154337 0.531483 0.213731 0.104995
internal_weight=0 3180 335 575 2845 460 672 382 2173 231 2078 2027 589 174 362 1163 189 193 115 312 103 119 864 104 120 227 95 103 124
internal_count=3755 3180 335 575 2845 460 672 382 2173 231 2078 2027 589 174 362 1163 189 193 115 312 103 119 864 104 120 227 95 103 124
is_linear=0
shrinkage=0.0995203


Tree=10
num_leaves=32
num_cat=0
split_feature=4 4 5 1 4 1 0 10 5 1 17 0 1 4 4 21 4 20 26 20 10 21 21 1 5 21 4 4 0 17 1
split_gain=29137 3194.1 2337 2019.47 1607.34 1299.56 829.341 723.923 609.146 578.427 461.059 458.489 645.211 388.748 366.972 306.361 280.306 279.565 258.006 228.79 185.799 167.28 164.138 152.069 134.558 132.596 124.068 72.1527 62.1488 61.1 55.0771
threshold=0.10724500000000002 0.088720000000000021 0.13648000000000002 -0.15528499999999998 0.13300500000000004 0.043640000000000005 -0.079119999999999982 0.072470000000000021 -0.0071849999999999995 0.26753500000000008 0.00079000000000000023 0.061855000000000014 -0.47779999999999995 0.15340500000000004 0.09939000000000002 0.087785000000000016 0.083555000000000018 -0.082419999999999993 -0.079869999999999983 -0.000135 0.080235000000000015 0.13209000000000004 0.083050000000000027 -0.013105 -0.41397 0.093175000000000022 0.12205500000000002 0.13864000000000004 -0.11524 -1.0000000180025095e-35 -0.42149500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 30 17 6 7 16 9 14 15 12 -8 24 -3 -7 25 -5 -19 -20 -4 29 -12 -14 27 -1 -21 -6 -24 -17 -2
right_child=3 2 20 4 13 10 11 -9 -10 -11 22 -13 23 -15 -16 21 -18 18 19 26 -22 -23 28 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.22872978271432642 -0.30279659360802597 0.0096636468229225649 0.044100496991825035 -0.35146043143389433 -0.88846091974534069 -0.30877471723106037 0.46835936777658665 0.52256101891812967 -0.67552814922530313 -0.54009048752202538 0.017383753016033222 -0.10994317521627107 0.11994583188502796 -1.1723755320257874 -0.35655133633142599 0.057514207580652663 -0.02947067000401769 -0.83113364532111944 -0.74473990498189668 -0.42856508362145801 0.29303787733838965 -0.19245503193836772 0.30048823653027201 -0.020108128041334494 -0.99679627763474232 0.13861096333997036 -0.63071576575748056 -0.72008897224020829 0.13856073122571577 -0.053351952377684218 -0.14956147978129469
leaf_weight=1287 46 64 54 46 46 46 51 77 49 55 67 91 559 54 47 117 47 46 52 87 66 50 48 89 49 185 46 56 46 85 47
leaf_count=1287 46 64 54 46 46 46 51 77 49 55 67 91 559 54 47 117 47 46 52 87 66 50 48 89 49 185 46 56 46 85 47
internal_value=0 0.119849 -0.170814 -0.649975 -0.731901 0.154075 0.183576 0.224857 -0.367191 -0.276171 0.00071851 0.100178 0.127534 -0.943161 -0.145393 -0.0725939 0.209765 -0.57555 -0.62017 -0.56771 0.181023 -0.0294782 0.13642 0.100709 -0.861185 0.217404 -0.498488 -0.79603 0.221256 0.0108586 -0.225364
internal_weight=0 3180 335 575 482 2845 2386 1596 215 166 459 790 699 205 111 298 1519 277 231 185 120 252 161 648 151 1472 133 102 94 202 93
internal_count=3755 3180 335 575 482 2845 2386 1596 215 166 459 790 699 205 111 298 1519 277 231 185 120 252 161 648 151 1472 133 102 94 202 93
is_linear=0
shrinkage=0.0995203


Tree=11
num_leaves=22
num_cat=0
split_feature=4 29 2 1 3 3 10 3 4 18 4 4 3 1 9 4 5 21 5 6 0
split_gain=23626.3 2748.66 1929.97 1895.36 1355.14 1203.68 960.599 745.948 768.469 583.025 454.823 427.249 244.352 216.983 183.157 100.806 98.5819 255.126 160.444 84.1259 35.9275
threshold=0.10724500000000002 -0.027829999999999997 -0.11700999999999999 0.36766000000000004 0.14058000000000004 0.15361500000000003 0.072470000000000021 0.091225000000000014 0.085720000000000018 0.11906500000000002 0.091080000000000022 0.13300500000000004 0.10119000000000002 -0.01504 -0.086449999999999985 0.10141500000000002 -0.338115 0.08241500000000003 -0.51412499999999994 0.024640000000000006 -0.071799999999999989
decision_type=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 -2 4 6 9 7 8 -3 11 -1 16 19 -9 -7 -12 18 -18 -4 -8 -13
right_child=2 3 5 -5 -6 14 12 13 -10 -11 15 20 -14 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.074967389964723519 -0.14446552780700819 0.19689671841732984 -0.62197036273380191 -0.47907186304103899 -0.32162129958579505 -0.81477974459811797 0.3560180964452101 0.11691133166712418 -0.14798982673936523 -0.28385737906683983 -0.33489081653365194 -0.74358617508565017 0.2170574141115644 0.033781283189331962 -1.0734394844346007 -0.53788263382763424 -0.7592331450956642 -0.45681266117676878 -0.38039463166028292 0.52817622538853981 -0.86203740935404505
leaf_weight=54 84 1422 48 50 62 51 48 648 67 57 49 57 66 598 58 48 59 52 63 68 46
leaf_count=54 84 1422 48 50 62 51 48 648 67 57 49 57 66 598 58 48 59 52 63 68 46
internal_value=0 0.107922 -0.585291 0.12858 0.13878 -0.660706 0.148565 0.133833 0.181377 -0.577465 -0.306476 -0.628956 0.369958 0.0770149 -0.952423 -0.435349 -0.551221 -0.617566 -0.484867 0.456946 -0.796495
internal_weight=0 3180 575 3029 2979 491 2917 2735 1489 382 151 325 182 1246 109 97 222 111 111 116 103
internal_count=3755 3180 575 3029 2979 491 2917 2735 1489 382 151 325 182 1246 109 97 222 111 111 116 103
is_linear=0
shrinkage=0.0995203


Tree=12
num_leaves=28
num_cat=0
split_feature=4 4 17 1 3 4 7 17 0 2 3 3 6 0 4 4 3 4 6 0 1 5 6 4 0 0 7
split_gain=19358 2302.85 1874.55 1324.32 1253.38 1030.63 750.886 614.539 503.531 486.102 465.39 379.188 320.077 770.708 303.447 228.969 169.38 153.259 124.583 116.905 119.864 115.279 111.249 92.6538 85.8873 56.5641 29.2554
threshold=0.10876500000000001 0.089610000000000009 -0.41426000000000002 -0.064534999999999995 0.12131500000000002 0.13300500000000004 0.07134500000000002 0.0041300000000000009 -0.03431 0.14685000000000001 0.091975000000000015 0.10341500000000002 -0.16169999999999998 -0.106285 0.15340500000000004 0.11541000000000003 0.089895000000000017 0.10543500000000001 -0.11191 0.042275000000000014 0.018150000000000003 -0.48081999999999997 -0.425425 0.10333000000000002 -0.07664 -0.060944999999999999 0.083780000000000021
decision_type=2 2 2 2 2 2 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 23 9 6 15 10 11 25 -2 12 16 -1 -14 22 18 -4 -13 -5 20 -12 -17 -7 -3 -23 -6 -8
right_child=3 2 7 5 8 14 26 -9 -10 -11 19 17 13 -15 -16 21 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28
leaf_value=0.41248343087168282 -0.036846887441188629 0.12374714010233488 -0.36612156278791658 -0.2429856642039393 -0.11277506057330665 -0.61432409969547297 0.46514232559531055 0.023023650201672997 -0.41259920828322433 -0.46844704155992739 0.10990924887842257 -0.64844931115544435 -0.12263513673891362 0.17451524206800256 -0.98754822618102978 -0.68542285876883602 -0.11073961215944442 -0.39416961130270445 -0.4710882861807606 -0.057956569652511572 0.032793128751157634 -0.40153052037501125 -0.78874073695518931 0.31220450959298068 -0.58539128208733604 0.027897875286964496 0.35790508869610327
leaf_weight=50 59 59 53 46 48 65 46 48 48 46 656 46 92 1432 54 48 50 48 49 59 287 48 82 46 53 69 56
leaf_count=50 59 59 53 46 48 65 46 48 48 46 656 46 92 1432 54 48 50 48 49 59 287 48 82 46 53 69 56
internal_value=0 0.0953851 -0.145493 -0.543865 0.12504 -0.61888 0.141442 -0.296273 -0.14117 -0.225937 0.130955 -0.374075 0.164706 0.156576 -0.785757 -0.481408 -0.242158 -0.518613 -0.360647 0.0779368 0.08644 -0.558397 -0.711624 0.206317 -0.49802 -0.0298071 0.406275
internal_weight=0 3193 350 550 2843 445 2678 245 165 105 2576 197 1574 1524 201 244 103 94 95 1002 943 149 147 105 101 117 102
internal_count=3743 3193 350 550 2843 445 2678 245 165 105 2576 197 1574 1524 201 244 103 94 95 1002 943 149 147 105 101 117 102
is_linear=0
shrinkage=0.0995203


Tree=13
num_leaves=29
num_cat=0
split_feature=4 4 10 3 3 1 4 9 8 1 10 26 4 1 1 0 3 35 6 1 6 0 5 8 20 0 18 9
split_gain=15696.8 1867.3 1498.72 1157.24 1036.68 1036.54 761.122 710.491 634.019 547.671 500.16 267.953 225.682 220.985 183.06 164.502 154.113 121.648 155.81 162.646 112.532 91.5169 100.989 71.0187 42.7971 33.9283 31.5542 24.4581
threshold=0.10876500000000001 0.089610000000000009 0.081365000000000021 0.17152000000000003 0.14721500000000004 -0.36347499999999994 0.11995000000000003 0.090255000000000016 -0.00076499999999999995 -0.048734999999999994 0.072470000000000021 -0.079869999999999983 0.083555000000000018 -0.01538 -0.035694999999999998 -0.13752999999999999 0.087045000000000025 -1.0000000180025095e-35 -0.425425 0.27552000000000004 -0.069354999999999986 -0.060094999999999996 0.39524000000000009 -0.081534999999999982 0.072120000000000017 -0.17809 -0.057764999999999997 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 2 2 2 2 2
left_child=1 4 8 5 7 -2 15 10 11 -10 12 -3 16 21 -14 25 -1 -8 -19 -20 24 23 -23 -9 -15 -7 -4 -22
right_child=3 2 26 -5 -6 6 17 13 9 -11 -12 -13 14 20 -16 -17 -18 18 19 -21 27 22 -24 -25 -26 -27 -28 -29
leaf_value=0.19329878208097845 -0.03329420779658418 -0.29654802053681201 0.26994581890790281 -0.8205176655748978 -0.34598114514963324 -0.33934733467310579 -0.72891240494562626 0.18142313059874227 0.15325719600721005 -0.26406373443838588 0.39580661535647832 -0.5932295856689036 0.1312027190120868 0.02567109814358131 -0.13980056996675166 -0.19560389507173848 0.12955872732421392 -0.43885044647556942 -0.50441900787140093 -0.73458909637357295 -0.010932031173569416 -0.043507451514882806 0.1363087635706226 0.092936491699290802 0.13229344801640999 -0.45969404445934126 0.15393583775188535 -0.086142685156456678
leaf_weight=671 58 76 46 88 48 46 52 115 51 80 85 50 52 197 47 67 854 70 58 64 69 87 48 411 46 47 47 113
leaf_count=671 58 76 46 88 48 46 52 115 51 80 85 50 52 197 47 67 854 70 58 64 69 87 48 411 46 47 47 113
internal_value=0 0.0858924 -0.131014 -0.489741 0.112596 -0.426734 -0.483216 0.120472 -0.254899 -0.101589 0.16047 -0.414285 0.148152 0.0575261 0.00253632 -0.314517 0.157605 -0.593834 -0.557246 -0.625171 0.00153754 0.0935235 0.0204212 0.112284 0.0458581 -0.400177 0.211326 -0.0576333
internal_weight=0 3193 350 550 2843 462 404 2795 257 131 1709 126 1624 1086 99 160 1525 244 192 122 425 661 135 526 243 93 93 182
internal_count=3743 3193 350 550 2843 462 404 2795 257 131 1709 126 1624 1086 99 160 1525 244 192 122 425 661 135 526 243 93 93 182
is_linear=0
shrinkage=0.0995203


Tree=14
num_leaves=21
num_cat=0
split_feature=4 2 11 2 24 3 29 3 1 0 3 1 0 2 3 8 9 2 35 9
split_gain=12728 1634.04 1219.25 1076.43 933.564 747.515 854.694 659.428 358.901 583.858 308.075 299.435 366.201 291.395 252.188 166.134 151.137 93.7681 91.916 23.4126
threshold=0.10876500000000001 0.11665500000000002 -1.0000000180025095e-35 -0.11700999999999999 0.086185000000000025 0.095630000000000021 -0.027195 0.15361500000000003 -0.47779999999999995 -0.066264999999999991 0.10749000000000002 -0.44477499999999998 -0.030209999999999997 0.092170000000000016 0.014805000000000004 -1.0000000180025095e-35 -0.078344999999999984 0.31534000000000012 -0.077354999999999993 0.094085000000000016
decision_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 7 8 -7 14 -4 13 -3 19 -13 -10 18 16 -16 -9 -5 -8
right_child=3 10 5 4 -6 6 11 17 9 -11 -12 12 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.35430668051403585 -0.093288673548895765 -0.1419120327876579 0.35506616645179767 -0.50483342565292677 -0.070704887685291429 -0.31187744317943311 0.16285105612161332 -0.67726235208559671 0.14036936370472775 -0.2208017754119703 -0.49683169912277259 0.052431072516995934 -0.19886207023630498 -0.11317789028998992 -0.35813501443001389 -0.28274489262046548 -0.55705285617655476 -0.87075420681489779 -0.68948542414740288 0.25857849288025792
leaf_weight=60 76 47 70 52 46 68 47 54 1861 47 50 780 62 46 67 67 87 46 55 55
leaf_count=60 76 47 70 52 46 68 47 54 1861 47 50 780 62 46 67 67 87 46 55 55
internal_value=0 0.0773444 0.0899463 -0.441003 -0.496753 0.0987263 0.0288883 -0.542541 0.133645 0.125712 -0.324869 0.0534358 0.0339263 0.134253 -0.474326 -0.413594 -0.470516 -0.766277 -0.599756 0.214477
internal_weight=0 3193 3096 550 474 3036 1012 428 2024 1954 97 944 842 1907 328 221 154 100 107 102
internal_count=3743 3193 3096 550 474 3036 1012 428 2024 1954 97 944 842 1907 328 221 154 100 107 102
is_linear=0
shrinkage=0.0995203


Tree=15
num_leaves=19
num_cat=0
split_feature=1 2 29 27 7 1 8 5 5 8 29 6 1 17 2 2 5 9
split_gain=8701.66 3769.91 2426.66 857.15 694.968 578.362 617.101 394.085 379.521 283.776 233.051 194.827 210.482 183.077 181.191 125.237 121.056 110.379
threshold=0.27998000000000006 0.17898500000000003 -0.027829999999999997 -0.038765000000000001 0.07134500000000002 -0.36347499999999994 -0.076924999999999993 -0.41397 0.034205000000000006 -0.017214999999999998 -0.083319999999999991 -0.425425 0.5126750000000001 -0.0065549999999999992 -0.241895 -0.032624999999999994 -0.014739999999999998 -0.012169999999999999
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 -4 5 14 -7 10 9 17 -2 12 -12 -3 -5 -13 -6 -1
right_child=7 13 3 4 16 6 -8 -9 -10 -11 11 15 -14 -15 -16 -17 -18 -19
leaf_value=-0.15211948825286156 -0.61472905599097349 -0.57829279594128125 -0.27674464737832477 0.07622123877231976 0.43005184278046271 0.12028092588764147 0.021926465964366561 -0.71748401913411708 -0.44379782580509491 0.043985074511539345 -0.15443136569162411 -0.33939862994769893 -0.39971734240727569 -0.34177420940171432 0.28798952847614218 -0.53966206462205946 0.22166325759924774 -0.36344232745745408
leaf_weight=50 49 72 60 51 67 1545 1069 49 69 46 59 49 84 59 186 84 47 48
leaf_count=50 49 72 60 51 67 1545 1069 49 69 46 59 49 84 59 186 84 47 48
internal_value=0 0.0516183 0.0727935 0.0956552 0.103191 0.0935564 0.080059 -0.454365 -0.251882 -0.159916 -0.414692 -0.379175 -0.298521 -0.471776 0.242423 -0.465887 0.344145 -0.255633
internal_weight=0 3369 3238 3025 2965 2851 2614 374 213 144 325 276 143 131 237 133 114 98
internal_count=3743 3369 3238 3025 2965 2851 2614 374 213 144 325 276 143 131 237 133 114 98
is_linear=0
shrinkage=0.0995203


Tree=16
num_leaves=22
num_cat=0
split_feature=4 17 24 3 3 3 3 10 17 0 3 21 24 9 4 9 9 9 9 1 21
split_gain=8535.21 2062.99 1009.35 926.869 693.309 689.019 512.943 485.116 330.068 277.089 234.519 192.037 159.38 144.754 126.269 100.761 98.4427 80.2899 179.565 81.798 56.0086
threshold=0.10290000000000002 -0.41426000000000002 0.084270000000000025 0.14823500000000003 0.15361500000000003 0.014805000000000004 0.10057000000000002 0.072470000000000021 0.097480000000000025 -0.14075499999999999 0.087675000000000017 0.08500000000000002 -1.0000000180025095e-35 0.085765000000000022 0.087155000000000024 0.088215000000000016 -0.0090649999999999984 0.095785000000000023 0.085610000000000019 -0.013105 0.12094000000000002
decision_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 -1 7 10 11 -8 15 12 -3 -9 -12 -7 -6 18 -11 -19 -13
right_child=1 2 -4 -5 16 6 9 13 -10 17 14 20 -14 -15 -16 -17 -18 19 -20 -21 -22
leaf_value=-0.28988420590912339 0.23703259000762059 -0.31522988489153392 0.035643073592607828 -0.36516199949367745 -0.54509667295673203 0.14738361782135567 -0.21366568251113796 0.41416755212245487 -0.13849134450869163 -0.035829335697847978 0.079573294729316291 -0.22507912946089303 -0.47831292201402675 0.18693852212683126 -0.053383463656562005 0.00037594733941399616 -0.73437744877627775 0.052731777135119763 0.13543352619587307 -0.044179701689358412 -0.3574403001763547
leaf_weight=49 62 85 57 47 63 805 51 61 63 98 1245 73 197 51 75 49 48 150 159 203 56
leaf_count=49 62 85 57 47 63 805 51 61 63 98 1245 73 197 51 75 49 48 150 159 203 56
internal_value=0 -0.311167 -0.36411 0.073357 -0.403061 0.0802366 0.0863909 0.108717 -0.350628 0.00917602 0.098311 -0.383144 -0.42916 0.310705 0.0720183 0.13895 -0.626955 0.0278084 0.0701239 -0.00299687 -0.282545
internal_weight=0 704 642 3043 585 2996 2947 2286 474 661 2174 411 282 112 1320 854 111 610 257 353 129
internal_count=3747 704 642 3043 585 2996 2947 2286 474 661 2174 411 282 112 1320 854 111 610 257 353 129
is_linear=0
shrinkage=0.0995203


Tree=17
num_leaves=19
num_cat=0
split_feature=4 5 24 3 7 3 3 20 3 29 3 22 4 9 1 5 11 4
split_gain=6920.92 1717.46 804.491 751.566 607.571 683.867 602.398 482.933 401.275 229.721 207.493 173.02 411.324 356.685 153.409 149.572 91.0525 50.1033
threshold=0.10290000000000002 0.5134350000000002 0.084270000000000025 0.14823500000000003 0.07134500000000002 0.07728500000000002 0.15361500000000003 -0.088774999999999993 0.091225000000000014 -0.027829999999999997 -0.13947499999999999 0.077155000000000015 0.08024000000000002 0.083715000000000026 -0.0076199999999999992 -0.46617999999999998 -0.39602500000000002 0.080000000000000029
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 4 5 -1 7 -2 11 -10 -9 12 -7 -13 -11 -12 -8 -6
right_child=1 -3 -4 -5 17 8 16 10 9 14 15 13 -14 -15 -16 -17 -18 -19
leaf_value=-0.30908258652570747 -0.06927750097895663 0.25908838908455456 0.032095864393997593 -0.32882101461718261 0.23064643416780212 0.11050255671720484 -0.46161983151854391 -0.16204658247742812 -0.15821565564159012 0.06944775813518228 -0.29598105048457929 0.43737022952745702 -0.10415705640062178 0.079585684703085482 0.0002238185843746707 -0.42820831629859241 -0.64354298524982467 0.36392468258638699
leaf_weight=48 70 54 57 47 54 1274 47 50 61 731 136 46 95 69 560 225 65 58
leaf_count=48 70 54 57 47 54 1274 47 50 61 731 136 46 95 69 560 225 65 58
internal_value=0 -0.2802 -0.325004 0.0660565 0.0722514 0.0634193 -0.35933 -0.310924 0.0697242 0.0305033 -0.352079 0.105456 0.0956059 0.222707 0.039421 -0.378396 -0.567208 0.299673
internal_weight=0 704 650 3043 2996 2884 593 481 2836 1352 411 1484 1369 115 1291 361 112 112
internal_count=3747 704 650 3043 2996 2884 593 481 2836 1352 411 1484 1369 115 1291 361 112 112
is_linear=0
shrinkage=0.0995203


Tree=18
num_leaves=25
num_cat=0
split_feature=4 24 9 4 1 1 20 9 10 1 4 1 20 3 6 6 4 1 9 1 3 9 4 9
split_gain=5708.51 1255.46 1780.33 621.343 576.179 445.38 459.846 393.481 338.2 304.202 299.323 264.618 369.811 252.153 206.91 188.955 128.277 115.208 105.568 81.0742 103.591 79.3587 91 87.5582
threshold=0.11509500000000002 1.0000000180025095e-35 0.076440000000000022 0.087270000000000028 -0.34140499999999996 -0.215865 -0.073009999999999992 0.093175000000000022 0.072470000000000021 0.22584000000000004 0.084755000000000025 -0.47779999999999995 -0.075604999999999992 0.31589000000000006 -0.0072949999999999994 0.024640000000000006 0.11995000000000003 -0.12118 -0.054184999999999997 -0.11467499999999999 0.084895000000000012 0.10744000000000002 0.14699000000000004 -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
left_child=1 2 3 11 -2 -5 -7 8 19 10 17 -1 -13 16 -8 -10 -6 -9 -14 -4 -21 22 23 -18
right_child=4 -3 7 5 13 6 14 9 15 -11 -12 12 18 -15 -16 -17 21 -19 -20 20 -22 -23 -24 -25
leaf_value=0.20232104962742356 -0.027718869783394585 0.56085731380264414 -0.04079881902425396 0.0056349150551819153 -0.22257610294411209 -0.082743141041648288 -0.28386401343880263 -0.13524776045327064 0.11304453438777681 -0.20045201462427384 0.21765641506606531 0.10435538180073836 -0.041650438429266724 -0.60574141564729389 -0.5141799560091268 0.37665817275852892 -0.22482087890659694 0.024204654311209776 -0.23003953681661052 0.14482448594207026 0.079928427853820427 -0.49126254144268783 -0.48160828625077162 -0.3769626366036799
leaf_weight=51 50 46 47 78 58 91 120 48 46 59 79 90 47 46 57 65 58 690 79 298 1336 56 46 106
leaf_count=51 50 46 47 78 58 91 120 48 46 59 79 90 47 46 57 65 58 690 79 298 1336 56 46 106
internal_value=0 0.0445455 0.0373065 -0.115633 -0.344826 -0.20365 -0.264564 0.0724462 0.099168 0.0177816 0.0335424 -0.00157122 -0.0497163 -0.387676 -0.358038 0.26742 -0.356713 0.0138326 -0.159774 0.0880574 0.0917643 -0.385958 -0.357873 -0.323161
internal_weight=0 3327 3281 613 420 346 268 2668 1792 876 817 267 216 370 177 111 324 738 126 1681 1634 266 210 164
internal_count=3747 3327 3281 613 420 346 268 2668 1792 876 817 267 216 370 177 111 324 738 126 1681 1634 266 210 164
is_linear=0
shrinkage=0.0995203


Tree=19
num_leaves=21
num_cat=0
split_feature=4 7 9 6 4 1 1 6 7 27 9 2 6 27 1 1 6 11 21 2
split_gain=4628.86 1018.01 1443.61 581.665 540.295 467.201 406.545 641.563 344.427 379.621 254.224 215.575 212.867 194.568 190.704 161.928 185.054 156.261 115.95 45.9893
threshold=0.11509500000000002 -0.009689999999999999 0.076440000000000022 0.079640000000000016 0.092675000000000021 -0.34140499999999996 -0.47779999999999995 -0.0040799999999999994 0.073820000000000011 0.07784000000000002 0.096305000000000016 0.31326500000000007 -0.41910500000000001 0.11129500000000002 -0.50158499999999984 -0.17548999999999998 -0.042294999999999992 -0.050609999999999995 0.12487500000000003 0.040040000000000013
decision_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 6 -2 -3 -8 9 10 14 13 -13 17 -4 -6 -17 -7 -12 -19
right_child=5 2 8 -5 15 11 7 -9 -10 -11 18 12 -14 -15 -16 16 -18 19 -20 -21
leaf_value=0.50504068566144666 -0.024960280974752249 0.18449422002662746 0.27927799652787205 0.21098678634279913 -0.079042312648737498 -0.37003844270677272 -0.0081995133063029659 -0.38932562188189818 0.26116703724605977 -0.20238198661126966 0.023370158277124749 -0.29756233038937169 -0.57480716473493698 -0.47025881720156254 0.076360235071205554 -0.21653890011900134 -0.42116804609083497 -0.23490090214114684 -0.10803527123559933 -0.11271556761284349
leaf_weight=46 50 62 47 53 51 74 178 58 86 54 488 46 68 52 1916 149 62 81 77 49
leaf_count=46 50 62 47 53 51 74 178 58 86 54 488 46 68 52 1916 149 62 81 77 49
internal_value=0 0.0401123 0.0335937 -0.104126 -0.13395 -0.31051 -0.0422878 -0.10187 0.0652364 0.0587101 0.0642876 -0.349095 -0.462944 -0.298394 0.0812191 -0.238204 -0.276671 -0.254581 0.00546035 -0.188853
internal_weight=0 3327 3281 613 560 420 298 236 2668 2582 2528 370 114 256 1963 262 211 204 565 130
internal_count=3747 3327 3281 613 560 420 298 236 2668 2582 2528 370 114 256 1963 262 211 204 565 130
is_linear=0
shrinkage=0.0995203


Tree=20
num_leaves=21
num_cat=0
split_feature=4 17 23 3 2 22 4 2 20 1 4 12 8 17 0 26 2 7 26 0
split_gain=3825.61 1083.48 694.336 494.548 394.892 393.083 680.038 387.372 356.724 263.271 447.465 244.399 202.928 180.5 155.37 217.235 149.258 114.621 85.9676 43.0076
threshold=0.099510000000000029 -0.41426000000000002 0.087020000000000028 0.14940500000000004 0.12610000000000002 0.077155000000000015 0.078295000000000017 0.31534000000000012 -0.088694999999999982 -0.00050999999999999993 0.083685000000000023 0.078440000000000024 -0.47145500000000001 -0.10071499999999999 -0.081195000000000003 -0.011984999999999999 1.0000000180025095e-35 0.073820000000000011 0.098185000000000022 -0.093375
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 9 19 8 13 14 18 16 -9 -3 17 -16 -10 -1 -11 -7
right_child=1 2 -4 -5 -6 6 -8 12 11 10 -12 -13 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.084263906303509523 0.13584397738650336 -0.19328757390249549 0.12628389136715523 -0.2729099049985857 -0.22421937502858461 0.13546810142140772 0.43463945084614058 -0.3236963060051774 -0.34426761816032708 0.042559845364819333 -0.26399742370368656 -0.055529106666258189 -0.58318957977095554 0.082581952519985652 -0.086314080307050789 0.056357458884601634 -0.21482590614191716 0.21486435414937102 -0.048363817372362346 0.017306275751464206
leaf_weight=1066 86 46 48 46 49 47 74 79 228 445 60 48 48 48 122 791 144 71 134 87
leaf_count=1066 86 46 48 46 49 47 74 79 228 445 60 48 48 48 122 791 144 71 134 87
internal_value=0 -0.197217 -0.23879 0.0508836 0.0559398 0.0606787 0.192489 -0.26613 -0.22767 0.0504826 -0.00529183 -0.266893 -0.421779 -0.0524093 0.0678683 0.037292 -0.294163 0.09242 0.0215156 0.0587572
internal_weight=0 775 689 2992 2946 2897 208 641 514 2689 639 420 127 94 2050 913 372 1137 579 134
internal_count=3767 775 689 2992 2946 2897 208 641 514 2689 639 420 127 94 2050 913 372 1137 579 134
is_linear=0
shrinkage=0.0995203


Tree=21
num_leaves=19
num_cat=0
split_feature=1 2 7 11 1 2 8 6 0 27 26 0 26 21 26 2 2 8
split_gain=2826.56 1412.04 1243.57 895.214 404.025 450.776 353.322 259.361 251.787 248.847 233.98 347.059 264.106 177.796 143.349 107.244 90.6278 75.0264
threshold=0.27998000000000006 0.17898500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.072579999999999992 0.094050000000000022 -0.014194999999999999 -0.425425 -0.098749999999999991 1.0000000180025095e-35 -0.042444999999999997 -0.070134999999999989 1.0000000180025095e-35 0.091545000000000029 -1.0000000180025095e-35 0.074365000000000028 0.31534000000000012 -0.07106999999999998
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 10 9 -4 14 15 -6 11 -5 -12 -7 -2 -9 -3 -16
right_child=7 16 3 4 5 13 -8 8 -10 -11 12 -13 -14 -15 17 -17 -18 -19
leaf_value=0.53392694760945814 -0.27683278915980963 -0.19436330746279426 -0.057589911550868109 0.12400422563749516 0.034549595411482351 -0.3410614636578379 -0.41817829122789651 -0.13325424008024481 -0.49008492307324336 -0.11430522338947761 0.19677313916514552 -0.26257800402711201 0.074895855883850643 -0.064336069177337099 -0.1718608503478149 -0.32630255215677101 -0.36395704531491574 -0.0040949809260011879
leaf_weight=50 79 53 51 46 1522 46 57 46 70 120 211 46 1065 46 62 75 76 46
leaf_count=50 79 53 51 46 1522 46 57 46 70 120 211 46 1065 46 62 75 76 46
internal_value=0 0.0286474 0.0414263 0.0337547 0.0435614 0.0116592 -0.247908 -0.25827 -0.339843 0.0236705 0.0839983 -0.069278 0.0950502 -0.202708 -0.174948 -0.252919 -0.294285 -0.100413
internal_weight=0 3389 3260 3210 3102 1734 108 378 191 1642 1368 92 1276 92 187 121 129 108
internal_count=3767 3389 3260 3210 3102 1734 108 378 191 1642 1368 92 1276 92 187 121 129 108
is_linear=0
shrinkage=0.0995203


Tree=22
num_leaves=25
num_cat=0
split_feature=4 7 9 7 11 2 2 20 17 4 9 2 0 2 2 17 21 0 30 19 2 21 9 3
split_gain=2546.53 713.276 865.886 421.416 321.011 363.114 356.136 306.779 361.592 281.453 253.188 215.346 188.331 159.86 138.001 130.858 125.302 98.6747 91.2653 79.1791 66.0052 64.6147 58.5654 55.9583
threshold=0.11509500000000002 -0.074334999999999998 0.076440000000000022 1.0000000180025095e-35 -0.050609999999999995 0.25779000000000007 0.084895000000000012 -0.071559999999999999 -0.095109999999999986 0.10234000000000003 0.093175000000000022 -0.15197999999999998 -0.089449999999999988 -0.10934999999999999 0.08814000000000001 -0.046254999999999998 -0.023324999999999999 -0.14401 0.096150000000000027 0.13602500000000003 -0.23128999999999997 0.09339500000000002 -0.054184999999999997 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 2 2
left_child=1 -1 3 7 12 6 18 9 14 21 11 17 -2 -13 -9 -10 -12 -4 -6 20 -18 -3 -7 -15
right_child=4 2 10 -5 5 22 -8 8 15 -11 16 13 -14 23 -16 -17 19 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.41834578387046001 -0.20304573563254796 0.10640610949169321 0.11461124408593867 0.2069714770444894 -0.10405738402048585 -0.24761389738795642 0.14848284288385602 -0.14393244486791448 -0.33360871001744102 -0.1928200876559871 -0.14664443254133427 -0.10696757295858775 -0.43634553677807647 0.10590731254145384 0.073320228741345153 -0.17898886517167198 0.11755272833385175 0.31540941415894419 -0.27922317680026076 -0.11147962737341791 0.012875784973232954 -0.030123626688088597 -0.39748413881417816 0.058342581268327309
leaf_weight=46 55 101 49 46 82 59 49 51 84 61 51 54 91 300 67 153 65 48 46 47 727 52 46 1337
leaf_count=46 55 101 49 46 82 59 49 51 84 61 51 54 91 300 67 153 65 48 46 47 727 52 46 1337
internal_value=0 0.0291663 0.0237296 -0.0827612 -0.228675 -0.166654 -0.0796685 -0.106186 -0.162922 -0.0120628 0.0481854 0.0697747 -0.348464 0.0615021 -0.0205702 -0.233794 0.00481167 0.213984 -0.167014 0.0140192 0.0214677 0.0599985 -0.313279 0.0670599
internal_weight=0 3339 3293 615 428 282 177 569 355 214 2678 1788 146 1691 118 237 890 97 128 839 792 153 105 1637
internal_count=3767 3339 3293 615 428 282 177 569 355 214 2678 1788 146 1691 118 237 890 97 128 839 792 153 105 1637
is_linear=0
shrinkage=0.0995203


Tree=23
num_leaves=24
num_cat=0
split_feature=4 1 8 3 7 7 3 2 2 5 5 21 0 5 21 22 5 4 5 8 17 4 4
split_gain=2100.56 692.464 549.141 347.295 321.565 283.855 259.106 244.345 207.422 370.404 178.443 276.181 226.013 198.979 165.3 241.966 155.904 137.732 77.8504 71.5927 48.1743 45.8109 24.5675
threshold=0.099510000000000029 -0.048734999999999994 -1.0000000180025095e-35 0.14940500000000004 -0.074334999999999998 0.07134500000000002 0.18676500000000004 0.12610000000000002 -0.112555 0.089620000000000019 -0.46244499999999994 0.08500000000000002 -0.12469 -0.39954499999999998 0.095695000000000016 0.078015000000000015 0.06136500000000001 0.10557500000000002 -0.053109999999999997 -0.090704999999999994 0.043850000000000007 0.080000000000000029 0.10947000000000003
decision_type=2 2 2 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 5 -3 7 10 8 9 18 12 13 19 -12 15 -10 -2 -4 -1 -6 -16 -7 -13
right_child=1 4 17 -5 6 21 -8 -9 14 -11 11 22 -14 -15 20 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.10177644811544977 -0.034490361789746113 0.047025617155192947 0.039773369152608692 -0.2336331073461623 -0.32210179073886358 0.13035680865652255 -0.4382343049495197 -0.18452965041068833 0.051848046855508798 0.14655653820447442 -0.26752040196653282 -0.091269023586161444 -0.014240116824514756 -0.51529478455260236 -0.021999836258520027 0.2338550043526364 -0.27839020570709555 0.25887681411964991 -0.2839331927023751 -0.1626812326929786 0.047021613436460698 0.25725834326402913 -0.18584448472600482
leaf_weight=46 50 46 54 46 46 54 52 49 2045 48 97 53 88 48 388 75 54 60 47 71 135 59 56
leaf_count=46 50 46 54 46 46 54 52 49 2045 48 97 53 88 48 388 75 54 60 47 71 135 59 56
internal_value=0 -0.146136 0.00422918 0.0377062 -0.204988 0.0419433 -0.227676 0.0357733 0.039651 -0.0779565 -0.20382 -0.25957 -0.134741 -0.349548 0.0459255 0.0582874 -0.161139 0.155098 -0.193843 -0.225367 -0.00418202 0.196622 -0.139866
internal_weight=0 775 218 2992 557 2946 511 2833 2784 141 459 254 205 145 2643 2120 104 114 93 117 523 113 109
internal_count=3767 775 218 2992 557 2946 511 2833 2784 141 459 254 205 145 2643 2120 104 114 93 117 523 113 109
is_linear=0
shrinkage=0.0995203


Tree=24
num_leaves=22
num_cat=0
split_feature=4 7 4 10 2 1 8 7 5 2 0 2 2 4 8 0 2 8 8 1 4
split_gain=1678.05 461.849 524.77 727.441 732.095 354.404 396.162 317.906 243.917 229.505 201.299 160.316 157.208 135.484 133.646 139.289 122.127 97.3517 94.3916 60.6378 51.1126
threshold=0.11689000000000002 -0.040094999999999999 0.083105000000000026 0.079700000000000021 -0.017704999999999995 -0.041095 -1.0000000180025095e-35 -0.068034999999999998 -0.0098949999999999993 0.097745000000000012 0.042275000000000014 0.31326500000000007 0.074365000000000028 0.10676500000000003 -0.085165000000000005 -0.113275 -0.049174999999999996 -0.48834 -0.076194999999999999 0.031740000000000011 0.09777000000000001
decision_type=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 -4 6 -6 -2 -7 10 14 12 16 20 19 -16 -9 -13 -18 -3 -5
right_child=7 2 3 13 5 8 -8 11 -10 -11 -12 17 -14 -15 15 -17 18 -19 -20 -21 -22
leaf_value=0.33672735946556687 0.042345297481343559 0.09137450707850539 -0.38889970540281876 0.13901196703156365 -0.15002390020118661 -0.090220953145869587 0.19467771520748747 -0.1104374833744862 -0.3448768791341783 -0.17531495261986804 -0.10423371261020307 -0.24144978597700395 -0.017036118311123571 0.2706857367636018 0.15501379401270524 0.025095930567828557 -0.19141041927768693 -0.42987436773445237 -0.36372780147713968 0.014547208854917074 -0.0027410030869142285
leaf_weight=46 50 703 85 48 54 196 85 66 46 49 90 61 47 46 86 1649 63 49 63 119 53
leaf_count=46 50 703 85 48 54 196 85 66 46 49 90 61 47 46 86 1649 63 49 63 119 53
internal_value=0 0.0235531 0.0191993 -0.0639148 -0.124806 -0.0658849 0.060759 -0.192335 -0.13863 0.0380976 0.0420485 -0.225959 -0.180191 0.129108 0.0471976 0.0315361 -0.220126 -0.325392 -0.277576 0.0802533 0.0646187
internal_weight=0 3355 3309 613 466 381 139 399 242 2696 2647 349 239 147 2557 1735 192 110 126 822 101
internal_count=3754 3355 3309 613 466 381 139 399 242 2696 2647 349 239 147 2557 1735 192 110 126 822 101
is_linear=0
shrinkage=0.0995203


Tree=25
num_leaves=25
num_cat=0
split_feature=4 3 7 17 0 6 7 12 2 28 5 2 2 26 4 4 1 20 20 21 17 1 5 2
split_gain=1360.68 408.862 401.004 307.278 296.359 446.303 257.784 227.497 214.376 170.742 159.762 155.336 134.769 203.498 113.773 110.912 86.2274 83.9483 78.7893 78.6386 61.4364 43.539 26.0597 14.282
threshold=0.11689000000000002 0.11360500000000003 0.057265000000000017 -0.41426000000000002 -0.13056499999999996 -0.104035 -0.068034999999999998 -1.0000000180025095e-35 -0.086050000000000001 0.077350000000000016 -0.0081349999999999981 0.11995000000000003 0.25779000000000007 -1.0000000180025095e-35 0.10543500000000001 0.082225000000000034 0.42491000000000007 -0.022974999999999999 -0.071559999999999999 0.11228000000000003 -0.53299999999999992 0.51613500000000012 -0.080724999999999991 -0.077115000000000003
decision_type=2 2 2 2 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 -1 -2 -6 -5 14 18 19 13 21 -9 -4 -15 -14 -7 22 -3 -8 -10 -22
right_child=6 3 15 8 7 10 12 9 11 -11 -12 -13 17 16 -16 -17 -18 -19 -20 -21 23 -23 -24 -25
leaf_value=0.11156133460548878 0.038131083946725174 0.13692502415817831 0.12645547349412789 -0.32745640670609677 -0.1646350563608196 -0.018208908396257113 -0.28034347380242863 0.04238186123890713 0.06883935135009181 -0.14810049497658531 -0.32318847212790452 -0.20934671382168524 -0.39293868896530643 0.04741098885974801 0.19713908104236089 0.31815787189599876 -0.14033278313538139 -0.22189760787389132 -0.17379843981830001 -0.1378871248348966 0.037797384403460747 -0.16057670661187615 -0.030364228623521419 -0.034582924127280611
leaf_weight=87 50 48 67 46 54 56 87 2385 46 46 46 76 47 47 48 54 50 72 76 51 54 46 61 54
leaf_count=87 50 48 67 46 54 56 87 2385 46 46 46 76 47 47 48 54 50 72 76 51 54 46 61 54
internal_value=0 0.0212091 0.0346363 -0.0686836 0.0269653 -0.07317 -0.173195 0.0374416 -0.131046 0.0418438 -0.163465 -0.0924318 -0.203473 -0.158981 0.0454354 0.212015 -0.0493557 -0.289459 -0.107797 -0.036189 0.0432435 -0.238927 0.0122764 0.00159965
internal_weight=0 3355 2919 436 2798 265 399 2533 280 2479 178 234 349 230 2433 121 97 119 132 158 156 133 107 108
internal_count=3754 3355 2919 436 2798 265 399 2533 280 2479 178 234 349 230 2433 121 97 119 132 158 156 133 107 108
is_linear=0
shrinkage=0.0995203


Tree=26
num_leaves=23
num_cat=0
split_feature=4 24 4 10 2 1 8 1 6 2 21 4 26 6 8 6 8 19 6 30 1 4
split_gain=1103.33 351.379 371.699 515.067 567.09 256.548 296.851 205.053 198.05 163.899 143.047 113.452 111.851 102.931 87.5031 86.7903 85.7695 90.4681 57.055 51.5492 41.8134 33.4493
threshold=0.11689000000000002 1.0000000180025095e-35 0.083105000000000026 0.079700000000000021 -0.017704999999999995 -0.041095 -1.0000000180025095e-35 -0.048734999999999994 -0.098424999999999999 0.097745000000000012 0.091635000000000022 0.10649000000000002 0.047170000000000011 -0.043894999999999997 -0.091914999999999983 -0.042294999999999992 0.041960000000000011 0.075380000000000016 -0.109815 0.096150000000000027 -0.050379999999999994 0.098515000000000019
decision_type=2 2 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 6 -6 -2 12 10 16 21 14 18 -9 -7 17 -1 -12 -16 -18 -5
right_child=7 -3 3 11 5 15 -8 8 -10 -11 13 -13 -14 -15 19 -17 20 -19 -20 -21 -22 -23
leaf_value=0.044742331309673748 -0.0076612518235485115 0.28930029176869843 -0.33829739590861996 0.10516116943039799 -0.12871407462646278 -0.08471195909894999 0.16966955400328404 -0.27510981450211403 -0.32181237804061624 -0.14919417717617023 0.060070456001732608 0.23567830791657468 -0.018137393463898963 -0.1355264546053383 -0.081054690714185307 -0.22983095856721991 -0.1041507706095282 0.11112223843282935 -0.012201209922398693 -0.21456302259928106 0.012280560289065828 -0.010526839866607091
leaf_weight=1648 75 47 85 50 54 190 85 64 84 49 144 47 54 56 76 52 48 232 435 46 84 49
leaf_count=1648 75 47 85 50 54 190 85 64 84 49 144 47 54 56 76 52 48 232 435 46 84 49
internal_value=0 0.0190983 0.015259 -0.0547584 -0.105863 -0.0540051 0.0537448 -0.155959 -0.190284 0.0311535 0.0344923 0.10835 -0.144246 -0.00668798 -0.180853 -0.115898 0.0474895 0.0529343 0.00577168 -0.131401 -0.0300519 0.0478932
internal_weight=0 3355 3308 612 466 381 139 399 324 2696 2647 146 240 635 186 242 2012 1880 579 122 132 99
internal_count=3754 3355 3308 612 466 381 139 399 324 2696 2647 146 240 635 186 242 2012 1880 579 122 132 99
is_linear=0
shrinkage=0.0995203


Tree=27
num_leaves=17
num_cat=0
split_feature=1 3 25 7 0 3 5 6 17 8 5 5 6 3 8 20
split_gain=927.801 638.442 333.277 259.225 400.592 261.889 251.446 211.416 147.662 140.656 115.079 94.2681 159.928 74.3744 59.2334 57.1349
threshold=0.27998000000000006 0.15778000000000003 0.081710000000000019 0.07134500000000002 -0.13056499999999996 0.014805000000000004 -0.25464999999999999 -0.0072949999999999994 0.056905000000000011 -0.42441999999999996 -0.014739999999999998 -0.46244499999999994 -0.18498499999999998 0.11523000000000001 -0.082014999999999991 -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 6 15 -1 -8 11 -7 -5 12 13 -2 -13 -6
right_child=8 -3 -4 10 5 9 7 -9 -10 -11 -12 14 -14 -15 -16 -17
leaf_value=0.097447717408318438 0.036322842660664871 -0.26630676137825521 0.26879307962500726 0.23943279314659596 -0.063283644233490116 -0.13545536300175573 -0.099671494620720405 -0.34082629715998303 0.0014710031976663829 0.032983085150322694 0.043967229010075611 -0.32764287009295912 -0.23055715349135494 -0.12713237257621832 -0.18534231115316577 -0.21775010775288012
leaf_weight=48 51 77 54 74 49 50 154 47 56 2728 50 49 90 60 71 46
leaf_count=48 51 77 54 74 49 50 154 47 56 2728 50 49 90 60 71 46
internal_value=0 0.0169739 0.023584 0.0195045 0.0138993 0.0243944 -0.107192 -0.156065 -0.147634 0.0299511 0.160623 -0.173648 -0.131968 -0.052024 -0.243455 -0.138087
internal_weight=0 3377 3300 3246 3122 2873 249 201 377 2778 124 321 201 111 120 95
internal_count=3754 3377 3300 3246 3122 2873 249 201 377 2778 124 321 201 111 120 95
is_linear=0
shrinkage=0.0995203


Tree=28
num_leaves=26
num_cat=0
split_feature=4 8 26 26 2 20 5 21 22 4 27 8 2 21 6 17 17 8 6 8 4 19 5 27 6
split_gain=782.069 295.489 201.843 179.642 272.17 154.855 154.745 194.9 129.428 284.1 197.09 126.027 116.574 96.1382 83.0846 75.7644 135.09 59.4443 54.246 52.7524 42.9233 38.0949 37.5614 26.5727 24.1783
threshold=0.094725000000000018 -1.0000000180025095e-35 -1.0000000180025095e-35 0.047170000000000011 0.31534000000000012 -0.088694999999999982 -0.50749999999999995 0.084670000000000009 0.076675000000000021 0.078295000000000017 -0.038765000000000001 -0.186225 0.10674000000000002 0.095695000000000016 -1.0000000180025095e-35 -0.000475 1.0000000180025095e-35 -0.076194999999999999 -0.094839999999999994 -0.52017999999999998 0.10477500000000002 0.13602500000000003 -0.0042299999999999994 0.093000000000000013 -0.069354999999999986
decision_type=2 2 2 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 4 5 -2 -4 14 10 22 -1 -5 13 15 -8 18 -17 23 -12 -6 -16 24 -10 -7 -15
right_child=1 2 6 11 19 17 7 -9 9 -11 12 -13 -14 21 20 16 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.15692181153505544 0.044122163715464027 -0.19579376065112969 -0.12255243775813218 0.094457477079501251 -0.22885644236501126 -0.082306331907477964 -0.096957966205731022 0.21651673706510549 0.057099984758343249 0.2709871275451648 -0.043345878020259174 -0.12272449969181259 -0.12934147109760083 0.011567560884490624 -0.004554261684256395 -0.14765710000887158 0.019465760316358074 -0.22186419531555504 0.051995710166580257 -0.37078662519366912 0.12421970960455929 -0.10297286905861687 -0.051181019586930498 -0.16040366301438305 -0.038956021946173633
leaf_weight=63 50 50 58 51 50 100 54 58 90 65 62 55 50 240 55 51 789 75 1262 54 48 47 49 76 154
leaf_count=63 50 50 58 51 50 100 54 58 90 65 62 55 50 240 55 51 789 75 1262 54 48 47 49 76 154
internal_value=0 -0.0864753 -0.0119636 -0.133572 -0.16376 -0.1158 0.0217019 0.0606209 0.0227878 0.0992417 0.0170493 -0.0182236 0.0211777 0.0240671 0.00302354 0.0326979 0.00931803 -0.14766 0.0475305 -0.302559 0.055449 -0.0182829 0.0189231 -0.116035 -0.00817816
internal_weight=0 834 323 511 405 301 273 215 2922 204 2718 106 2655 2605 157 2164 840 251 1324 104 103 441 139 176 394
internal_count=3756 834 323 511 405 301 273 215 2922 204 2718 106 2655 2605 157 2164 840 251 1324 104 103 441 139 176 394
is_linear=0
shrinkage=0.0995203


Tree=29
num_leaves=21
num_cat=0
split_feature=1 3 25 9 20 2 5 5 21 2 2 20 9 9 22 5 30 3 20 0
split_gain=666.721 422.698 350.197 183.487 317.769 168.336 209.562 146.652 151.524 137.82 158.795 101.039 98.4034 94.2325 107.444 65.9686 54.1041 56.8804 49.7361 45.3215
threshold=0.27998000000000006 0.15778000000000003 0.081855000000000025 0.026545000000000006 -0.073009999999999992 0.11392500000000001 0.073820000000000011 -0.41397 -0.075024999999999994 -0.13535499999999998 -0.10934999999999999 -0.13053999999999996 0.090255000000000016 0.10591500000000002 0.096195000000000017 -0.059289999999999995 0.091955000000000023 0.11523000000000001 -0.073489999999999986 -0.081094999999999987
decision_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 -6 8 -2 18 -11 -1 -12 14 16 -13 17 -10 -5 -20
right_child=7 -3 -4 9 5 -7 -8 -9 13 10 12 15 -14 -15 -16 -17 -18 -19 19 -21
leaf_value=0.17378636561180591 -0.26394983138430217 -0.21936988035651178 0.27678274033389949 0.1927089108470228 -0.11437231667690596 -0.21114703565730483 0.062822883344349434 -0.28560041056886665 0.11120498361524488 -0.14428439122464834 0.040385064083349187 0.092823571122696527 -0.00045104477683661126 -0.1779836614522351 -0.17639030738186881 -0.035077072160869742 -0.092298617490331164 -0.028724162168686316 0.13333948704288481 0.031064884050398468
leaf_weight=57 49 76 51 46 195 88 100 50 51 58 1326 70 1045 66 46 93 49 66 77 97
leaf_count=57 49 76 51 46 195 88 100 50 51 58 1326 70 1045 66 46 93 49 66 77 97
internal_value=0 0.0126785 0.018018 0.0139596 -0.0355873 -0.0903427 -0.0543034 -0.126856 -0.102581 0.0252384 0.0184064 0.0597332 0.0223865 -0.0741349 -0.0418007 0.0198446 -0.00449984 0.0322636 0.100667 0.0763291
internal_weight=0 3379 3303 3252 603 383 295 377 327 2649 2429 220 2371 278 212 163 166 117 220 174
internal_count=3756 3379 3303 3252 603 383 295 377 327 2649 2429 220 2371 278 212 163 166 117 220 174
is_linear=0
shrinkage=0.0995203


Tree=30
num_leaves=20
num_cat=0
split_feature=2 30 25 9 1 4 20 26 8 20 4 3 20 1 9 4 3 1 3
split_gain=550.892 364.282 326.365 222.084 204.701 403.586 188.967 161.431 142.503 132.921 141.69 80.4992 78.529 70.6158 62.7271 55.8289 42.3492 37.9109 25.5991
threshold=0.31534000000000012 0.087790000000000021 0.081710000000000019 -0.46256000000000003 -0.062804999999999986 0.083105000000000026 -0.11284499999999999 -0.08274999999999999 -0.081174999999999983 -0.083404999999999993 0.10423500000000002 0.084685000000000024 -0.058504999999999995 0.49737500000000007 0.09253500000000002 0.13707500000000003 0.084145000000000011 -0.0032650000000000001 0.13213000000000005
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 -2 6 14 -1 -8 -3 17 -11 -9 -10 -14 16 -5 -6 -7 -16
right_child=3 8 -4 15 5 9 7 11 12 10 -12 -13 13 -15 18 -17 -18 -19 -20
leaf_value=0.22531836107019118 -0.017035002932016461 0.030217588997540283 0.23342576525092923 -0.19983715769544905 -0.063511629823373564 -0.057173860946833695 -0.10522494193006612 0.087688327140926267 -0.070818043036282141 -0.2211029596014987 -0.081906595238254831 0.026751390552638993 -0.30998006773663384 -0.14482282896825255 -0.021229624744458348 -0.35016083358182165 0.034579379452876161 0.069912918495561305 0.052963722731129613
leaf_weight=51 49 47 66 48 46 46 82 266 55 108 220 1114 46 58 475 50 831 47 51
leaf_count=51 49 47 66 48 46 46 82 266 55 108 220 1114 46 58 475 50 831 47 51
internal_value=0 0.00649713 0.0142766 -0.190045 0.009942 -0.0125068 0.0370058 0.0304362 -0.122012 -0.0979655 -0.127742 0.0384978 -0.167015 -0.217881 0.0131363 -0.276541 0.0294334 0.00704399 -0.0140344
internal_weight=0 3609 3403 147 3337 1824 1513 1462 206 421 328 1380 159 104 1403 98 877 93 526
internal_count=3756 3609 3403 147 3337 1824 1513 1462 206 421 328 1380 159 104 1403 98 877 93 526
is_linear=0
shrinkage=0.0995203


Tree=31
num_leaves=14
num_cat=0
split_feature=3 35 7 0 7 30 0 5 5 8 30 8 10
split_gain=456.279 326.492 340.878 240.177 527.438 175.726 113.477 111.548 100.389 83.6552 83.4159 78.8385 40.4117
threshold=0.16637500000000002 -0.033755 -0.15564499999999998 -0.12469 0.032330000000000012 0.096655000000000033 -0.03431 -0.0087549999999999989 -0.50393499999999991 -0.084554999999999991 0.084650000000000017 -0.48834 0.07635500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 7 8 -2 9 -5 -4 -1 -10 -6
right_child=6 2 3 5 12 -7 -8 -9 11 -11 -12 -13 -14
leaf_value=-0.26293013981697422 -0.11384634437871873 0.26338047630493266 -0.14957788050268764 0.14343574325719269 0.198223696176452 -0.13842223071961729 -0.31621657693382271 -0.2288489612708644 -0.10947295353179194 -0.045511302104158928 -0.090866503365833698 0.020498185590725752 0.078891046097021966
leaf_weight=46 66 52 130 65 49 70 47 68 47 186 71 2793 66
leaf_count=46 66 52 130 65 49 70 47 68 47 186 71 2793 66
internal_value=0 0.00503288 0.0104602 0.00667419 -0.0572188 0.0173913 -0.198025 -0.113213 0.0211461 -0.0883261 -0.158523 0.018347 0.129744
internal_weight=0 3643 3526 3474 499 2975 113 384 2905 316 117 2840 115
internal_count=3756 3643 3526 3474 499 2975 113 384 2905 316 117 2840 115
is_linear=0
shrinkage=0.0995203


Tree=32
num_leaves=16
num_cat=0
split_feature=1 2 25 0 10 4 2 6 0 21 0 4 6 24 6
split_gain=444.435 227.052 383.138 140.642 130.349 148.153 473.011 101.656 116.314 87.9443 83.6929 66.4072 54.4601 49.2382 44.1448
threshold=0.27998000000000006 0.31534000000000012 0.080510000000000012 0.16362500000000005 0.072470000000000021 0.08024000000000002 -0.017704999999999995 -0.10567 -0.10148 0.09339500000000002 -0.16423499999999999 0.10477500000000002 -0.425425 -0.066709999999999992 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 5 9 -7 8 10 -1 -2 14 13 -10 -6
right_child=7 -3 -4 -5 11 6 -8 -9 12 -11 -12 -13 -14 -15 -16
leaf_value=0.028366078792000281 -0.068650418357681625 -0.16389964811169572 0.29509128323332573 -0.15547512252428217 0.0086047949817824425 -0.25203148910813966 0.0076354375793232596 -0.20663385689739269 -0.0092045921414907333 -0.015340743064052236 0.10457859666235822 0.19607097860334 -0.20106582653886559 -0.13749915828058856 0.1166815853378223
leaf_weight=1984 67 71 48 49 78 87 345 74 49 592 47 47 62 75 72
leaf_count=1984 67 71 48 49 78 87 345 74 49 592 47 47 62 75 72
internal_value=0 0.0121855 0.015972 0.0118544 0.0144129 0.00927634 -0.0446567 -0.102159 -0.0763853 0.0183213 0.00276139 0.0928387 -0.124899 -0.0868087 0.0604871
internal_weight=0 3373 3302 3254 3205 3008 432 374 300 2576 114 197 186 124 150
internal_count=3747 3373 3302 3254 3205 3008 432 374 300 2576 114 197 186 124 150
is_linear=0
shrinkage=0.0995203


Tree=33
num_leaves=18
num_cat=0
split_feature=1 3 10 3 8 4 1 18 5 5 6 3 11 26 9 3 4
split_gain=360.381 207.063 166.51 185.664 187.045 140.188 127.815 147.833 107.764 93.5981 124.431 83.3479 78.1914 49.5906 49.1691 54.3428 42.6059
threshold=0.27998000000000006 0.15778000000000003 0.055760000000000011 0.014805000000000004 -0.49499500000000002 0.10515500000000001 -0.36347499999999994 0.084405000000000022 -0.50749999999999995 -0.41397 -0.10567 0.10119000000000002 -0.084924999999999987 0.07987000000000001 0.10591500000000002 0.11523000000000001 0.11874000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -5 11 7 -6 -8 10 14 13 -1 -4 15 -2 -17
right_child=9 -3 5 4 6 -7 8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18
leaf_value=-0.040151645417679613 0.057929330974625021 -0.15718277566320951 0.16737642328993185 -0.18395156757308548 0.040576808652505833 0.25330869040465837 0.13413423945757022 0.25392902621191704 0.0081952381174029663 -0.21873548425370151 -0.18781573558422074 -0.055251847294519131 -0.22175116526457359 0.040301413977474387 -0.11560299015952312 -0.12791911118159402 -0.0070565863196237954
leaf_weight=48 67 71 58 47 107 46 69 46 2724 50 72 47 46 64 63 47 75
leaf_count=48 67 71 58 47 107 46 69 46 2724 50 72 47 46 64 63 47 75
internal_value=0 0.0109728 0.0145888 0.00869063 0.0130162 0.0992713 0.0161589 0.104727 0.0113068 -0.0919924 -0.0724307 0.057339 -0.129028 0.100721 -0.0394603 -0.014075 -0.0536251
internal_weight=0 3373 3302 3087 2993 215 2946 153 2793 374 324 169 94 122 252 189 122
internal_count=3747 3373 3302 3087 2993 215 2946 153 2793 374 324 169 94 122 252 189 122
is_linear=0
shrinkage=0.0995203


Tree=34
num_leaves=19
num_cat=0
split_feature=2 7 30 9 1 4 4 30 4 2 6 8 6 17 5 29 4 2
split_gain=330.229 290.892 220.853 172.808 138.415 286.124 152.121 119.467 123.663 87.5045 174.98 86.1495 69.941 64.9369 55.1808 54.5483 50.4795 36.3073
threshold=0.31534000000000012 -0.15142999999999998 0.087790000000000021 -0.46256000000000003 -0.081224999999999992 0.10801000000000002 0.083105000000000026 0.083480000000000013 0.10543500000000001 -0.0043799999999999993 0.024640000000000006 -0.080364999999999992 -0.078305 -0.14169499999999999 -0.50126999999999999 -0.071919999999999998 0.13707500000000003 0.0040650000000000018
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 5 9 12 8 -8 10 -3 -4 14 -11 -6 -13 -5 -14
right_child=3 2 11 16 6 -7 7 -9 -10 13 -12 15 17 -15 -16 -17 -18 -19
leaf_value=0.24989008755045614 0.0023086298799241201 -0.076959032160879043 0.019316517538657325 -0.15213512598808138 0.14065469907677089 0.2818763397943474 -0.14289353855756984 0.092785082594350685 -0.030312578233283278 0.024065762231143022 0.038026869319198651 -0.08838559041943822 -0.0017637807183101745 0.17182392875669034 0.027305815373044464 -0.21190941377756708 -0.29808225863205767 -0.087518075118993691
leaf_weight=48 50 160 46 46 46 46 156 48 254 52 725 91 1188 68 566 58 48 51
leaf_count=48 50 160 46 46 46 46 156 48 254 52 725 91 1188 68 566 58 48 51
internal_value=0 0.00653272 0.00324665 -0.147158 0.0092226 0.0391622 -0.0044048 -0.0557579 -0.0731503 0.028052 0.0172375 -0.0997194 0.00830124 0.107802 0.0358269 -0.136474 -0.22667 -0.00529428
internal_weight=0 3603 3555 144 3360 1051 2309 458 410 1005 885 195 1851 120 612 149 94 1239
internal_count=3747 3603 3555 144 3360 1051 2309 458 410 1005 885 195 1851 120 612 149 94 1239
is_linear=0
shrinkage=0.0995203


Tree=35
num_leaves=10
num_cat=0
split_feature=2 7 3 35 20 3 30 12 2
split_gain=267.771 235.874 182.524 158.613 89.1293 84.6644 72.6205 70.2534 44.7127
threshold=0.31534000000000012 -0.15142999999999998 0.15778000000000003 -0.011294999999999999 0.24030500000000005 -0.13947499999999999 0.096150000000000027 -0.0099550000000000003 0.41639000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -5 -7 -3 -2
right_child=8 2 -4 4 -6 6 -8 -9 -10
leaf_value=0.22502098479286825 -0.20204145629266676 -0.034934191453421262 -0.14383251446556386 0.1360594233479995 -0.10263605297194675 0.012489577925356614 -0.096260042911503474 -0.19783237717794019 -0.088257867755389005
leaf_weight=48 56 54 82 54 68 3184 62 51 88
leaf_count=48 56 54 82 54 68 3184 62 51 88
internal_value=0 0.00588261 0.00292354 0.00638879 0.0101442 0.0124685 0.0104122 -0.114064 -0.132513
internal_weight=0 3603 3555 3473 3368 3300 3246 105 144
internal_count=3747 3603 3555 3473 3368 3300 3246 105 144
is_linear=0
shrinkage=0.0995203


Tree=36
num_leaves=10
num_cat=0
split_feature=35 11 29 30 1 8 23 1 35
split_gain=289.7 388.671 188.702 154.727 135.027 109.925 136.208 103.981 50.2253
threshold=0.055090000000000007 -0.015740000000000001 -0.069074999999999984 0.10801000000000002 -0.53140500000000002 -0.50270999999999988 0.084760000000000016 -0.00050999999999999993 -0.077354999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -3 -6 7 -7 -1
right_child=-2 3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.020927757612946251 0.24707856809711348 0.16224571494608622 -0.29106814201078302 -0.14887492856260742 -0.14590875114889815 0.014659868895029392 0.1655845119578008 -0.024158279686158763 -0.1459877573203209
leaf_weight=72 46 54 59 65 48 2325 52 968 57
leaf_count=72 46 54 59 65 48 2325 52 968 57
internal_value=0 -0.00421963 -0.143632 0.00324298 0.0061117 0.00362657 0.00577261 0.00324876 -0.0761932
internal_weight=0 3700 188 3512 3447 3393 3345 3293 129
internal_count=3746 3700 188 3512 3447 3393 3345 3293 129
is_linear=0
shrinkage=0.0995203


Tree=37
num_leaves=11
num_cat=0
split_feature=35 3 3 30 30 0 1 26 7 36
split_gain=234.907 293.139 173.433 133.042 124.635 100.066 91.5516 95.2828 83.4752 63.4884
threshold=0.055090000000000007 0.31589000000000006 0.07728500000000002 0.10801000000000002 -1.0000000180025095e-35 -0.07298499999999998 -0.082849999999999993 -0.077514999999999987 -0.080929999999999988 0.088355000000000031
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 7 -6 -8 -7
right_child=-2 -3 3 -5 6 9 8 -9 -10 -11
leaf_value=-0.2000540665058578 0.22248926473727593 -0.25075787785984227 -0.15206949033298275 -0.14112991646342365 -0.069639728556594838 0.0079614962212232569 0.12661781617003856 0.046043412686715128 -0.0033129191849008309 -0.1316374991339945
leaf_weight=59 46 47 48 61 77 85 50 837 2384 52
leaf_count=59 46 47 48 61 77 85 50 837 2384 52
internal_value=0 -0.00379973 -0.00062211 0.004541 0.00715783 -0.091692 0.00944091 0.0362968 -0.000643502 -0.045019
internal_weight=0 3700 3653 3457 3396 196 3348 914 2434 137
internal_count=3746 3700 3653 3457 3396 196 3348 914 2434 137
is_linear=0
shrinkage=0.0995203


Tree=38
num_leaves=10
num_cat=0
split_feature=35 3 30 3 30 7 0 1 36
split_gain=190.478 237.696 146.394 149.128 111.953 110.365 80.8868 77.9228 50.9435
threshold=0.055090000000000007 0.31589000000000006 -0.020805000000000001 0.07728500000000002 0.10801000000000002 -0.040094999999999999 -0.073914999999999995 -0.014549999999999999 0.088355000000000031
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 -7 -8
right_child=-2 -3 3 4 -6 7 8 -9 -10
leaf_value=-0.17697838298079344 0.20034709294764089 -0.22580240880791291 -0.18269228688656164 0.13084365500565984 -0.12708463836195422 0.019361529636430484 0.0045322490065443956 -0.011713366219973381 -0.12073027456011937
leaf_weight=46 46 47 57 72 61 1899 87 1380 51
leaf_count=46 46 47 57 72 61 1899 87 1380 51
internal_value=0 -0.00342165 -0.000560242 0.00168939 0.00652722 0.00895967 -0.0829559 0.0062831 -0.0417545
internal_weight=0 3700 3653 3607 3412 3351 195 3279 138
internal_count=3746 3700 3653 3607 3412 3351 195 3279 138
is_linear=0
shrinkage=0.0995203


Tree=39
num_leaves=20
num_cat=0
split_feature=35 1 5 6 1 8 5 0 1 9 1 0 9 1 18 5 8 6 0
split_gain=154.452 163.572 113.568 112.086 107.425 100.582 94.7774 78.2865 82.3164 78.118 156.45 72.7371 38.0124 35.2861 34.5843 44.7281 23.8023 13.2723 5.73207
threshold=0.055090000000000007 0.27998000000000006 -0.48081999999999997 -0.41548999999999997 0.007210000000000002 -0.50270999999999988 -0.46834999999999999 0.16362500000000005 -0.36347499999999994 0.083835000000000021 0.056790000000000014 -0.113275 0.08073000000000001 0.62256000000000011 0.063210000000000016 0.41763500000000009 -0.020084999999999999 -0.46637499999999998 -0.22163999999999998
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 6 5 -4 13 8 -7 10 -6 18 -1 -3 15 -11 -12 -8 -5
right_child=-2 3 4 11 9 7 17 -9 -10 14 16 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.15924190001902255 0.18040851883072337 0.1137669614827321 -0.13348288675376219 -0.06241606281926363 -0.21122978796023273 0.069218615750072723 -0.12152429438792398 -0.11295575835379472 0.0072496225562767519 -0.056230982062617153 -0.065146841439506442 -0.23886917977044878 0.049085863620486926 -0.0088280022668164714 0.06413669729300589 0.024801325524656147 0.035549264678903091 -0.051519989529112173 -0.11086442705205297
leaf_weight=54 46 47 49 48 70 233 50 50 2391 192 46 46 73 46 47 104 47 58 49
leaf_count=54 46 47 49 48 70 233 50 50 2391 192 46 46 73 46 47 104 47 58 49
internal_value=0 -0.00308117 0.00361796 -0.068439 -1.25346e-05 0.00781216 -0.0205186 0.0104016 0.0127525 -0.0421221 -0.0988468 -0.13579 0.0959304 0.0531198 -0.0151631 -0.0277574 -0.0142486 -0.083937 -0.0868985
internal_weight=0 3700 3356 344 3229 2723 201 2674 2624 506 163 143 127 93 343 296 93 108 97
internal_count=3746 3700 3356 344 3229 2723 201 2674 2624 506 163 143 127 93 343 296 93 108 97
is_linear=0
shrinkage=0.0995203


Tree=40
num_leaves=23
num_cat=0
split_feature=2 7 6 20 4 0 2 4 1 9 1 1 20 9 6 3 2 4 6 8 4 0
split_gain=171.46 124.895 90.043 140.349 120.736 110.764 132.55 217.713 112.904 88.1796 75.5376 69.2106 66.2033 60.5221 49.8142 45.2475 45.074 35.7516 42.0643 20.1165 16.6377 8.47754
threshold=0.31534000000000012 -0.15142999999999998 0.016740000000000005 -0.072324999999999987 1.0000000180025095e-35 -0.14680499999999999 -0.10934999999999999 0.093595000000000025 0.078505000000000019 -0.46256000000000003 -0.15528499999999998 -0.37983499999999998 -1.0000000180025095e-35 -0.088729999999999989 0.09840500000000002 0.084290000000000018 0.11241000000000002 0.09970500000000003 -0.069354999999999986 -0.073029999999999984 0.13767000000000004 -0.087504999999999986
decision_type=2 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 13 12 8 7 -7 -5 -2 -6 -8 -4 -3 -12 21 -10 18 -15 -17 -11 -14
right_child=9 2 4 5 10 6 11 -9 16 20 14 -13 15 17 -16 19 -18 -19 -20 -21 -22 -23
leaf_value=0.16824515896843056 -0.0022360548237830478 0.11372154976387988 -0.076627322510576745 -0.19904160793816117 0.16580983669276927 -0.22221505359676488 0.068638318629441003 -0.0099951696824243808 -0.11117145276020811 -0.1214050679892749 -0.02443177640945178 -0.013883399003132407 0.095830750783610058 0.037846870326837999 0.11372159149945987 0.017842602027063489 0.021246457981014898 -0.053476806460770202 -0.010487808347724345 -0.01306750016848348 -0.20566578792143128 0.048082074920729412
leaf_weight=46 53 63 80 74 85 78 118 124 46 47 56 685 62 458 48 777 57 74 292 285 46 91
leaf_count=46 53 63 80 74 85 78 118 124 46 47 56 685 62 458 48 777 57 74 292 285 46 91
internal_value=0 0.00531056 0.00320085 -0.0102165 0.0219079 -0.0326705 -0.0198844 -0.0919455 -0.105265 -0.104704 0.0962132 -0.0017559 0.0110627 0.0197044 0.0393235 0.0168373 -0.0378837 0.0125152 0.0190275 0.00954675 -0.163091 0.0674366
internal_weight=0 3599 3553 2069 1484 1182 1005 202 177 146 189 803 1295 887 104 1215 103 824 750 1062 93 153
internal_count=3745 3599 3553 2069 1484 1182 1005 202 177 146 189 803 1295 887 104 1215 103 824 750 1062 93 153
is_linear=0
shrinkage=0.0995203


Tree=41
num_leaves=21
num_cat=0
split_feature=2 7 1 1 6 2 8 11 17 19 6 4 18 9 18 2 20 17 4 8
split_gain=140.784 100.448 77.0541 83.6412 98.6199 77.9068 84.717 77.3342 72.8355 63.511 60.4102 94.312 54.2006 54.1865 49.1097 38.4718 36.1945 28.1056 27.4066 20.014
threshold=0.25779000000000007 -0.15142999999999998 0.024780000000000007 0.055865000000000012 -0.063485 0.10166000000000001 -0.085165000000000005 -0.075149999999999981 0.0021900000000000005 0.088935000000000028 -0.41910500000000001 0.11849500000000003 0.26090000000000008 0.10591500000000002 -0.0047450000000000001 -0.013944999999999999 -1.0000000180025095e-35 0.12088500000000003 0.10459000000000003 -0.087374999999999994
decision_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 -4 6 9 -8 13 14 -2 -12 -9 18 -3 17 -15 -10 -5 -11
right_child=10 2 3 8 -6 -7 7 12 15 19 11 -13 -14 16 -16 -17 -18 -19 -20 -21
leaf_value=0.15150137060232868 0.017039614736473509 0.052444539656417023 -0.023128425534593315 -0.037266248980875979 -0.21299742270267724 0.10266591536936742 -0.10631526075372942 0.0035140303957824142 0.062842885702274365 0.1329893287627843 -0.020959373518927529 -0.18321043653167782 -0.10166054708284823 -0.028198693956836714 -0.0012125661238428006 0.113799846769699 -0.14162337033759834 -0.02416759238467352 0.015232676500385768 0.057695120502396564
leaf_weight=46 46 301 64 216 47 90 70 1650 66 71 62 83 50 50 385 52 63 83 181 69
leaf_count=46 46 301 64 216 47 90 70 1650 66 71 62 83 50 50 385 52 63 83 181 69
internal_value=0 0.00539308 0.00347695 -0.023185 -0.103531 0.0116366 0.00848044 -0.00380054 -0.0106404 0.0347978 -0.0823148 -0.11384 0.000420176 -0.0306381 0.0223297 0.0400961 -0.0914427 0.0143685 -0.0133289 0.0958859
internal_weight=0 3554 3508 822 111 2686 2596 1770 711 826 191 145 1700 510 686 201 113 149 397 140
internal_count=3745 3554 3508 822 111 2686 2596 1770 711 826 191 145 1700 510 686 201 113 149 397 140
is_linear=0
shrinkage=0.0995203


Tree=42
num_leaves=27
num_cat=0
split_feature=1 10 4 20 17 22 1 26 21 0 9 3 6 4 21 6 9 6 20 4 0 17 26 26 6 3
split_gain=104.716 105.377 114.754 161.422 132.476 115.283 120.695 106.552 100.135 73.3971 97.1988 65.4721 65.9112 55.2506 49.3432 92.9515 47.6357 48.5779 45.2945 37.5275 33.6951 24.8651 19.8824 18.2289 11.4922 11.0774
threshold=0.27998000000000006 0.016045000000000004 0.08024000000000002 -0.088694999999999982 -0.14051499999999997 0.08463500000000003 0.0099250000000000015 1.0000000180025095e-35 0.086410000000000028 0.0047200000000000011 -0.14392999999999997 0.11523000000000001 -0.23020499999999999 0.087965000000000029 0.098000000000000018 -0.03764 0.084055000000000032 -0.075739999999999988 -0.077299999999999994 0.12631500000000004 -0.10096999999999999 -0.11248999999999999 -0.22971 0.087495000000000031 0.024640000000000006 0.11663500000000003
decision_type=2 2 2 2 2 2 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 -4 6 7 -5 13 10 -2 20 19 -3 16 22 21 23 -19 -13 -12 -1 -16 -18 -23 -24
right_child=9 8 3 5 -6 -7 -8 -9 -10 -11 11 12 -14 -15 15 -17 17 18 -20 -21 -22 24 25 -25 -26 -27
leaf_value=0.098905839451243857 0.1001318617314514 -0.019520632399255205 -0.026572095326369616 -0.043621499834567853 0.19419730145611258 0.05382921514303951 -0.23795644313525247 -0.20731684684149271 0.20163290685489058 -0.16532335076907428 0.050426461628260574 -0.1211462020949638 -0.18870809616298004 0.092357103533981424 0.052082026448732985 -0.15109530905995036 0.061935007227035668 -0.041344450921322232 0.0095331624754650957 -0.0054865049843442395 -0.057636939251651954 0.015902687844525025 -0.021286348898166715 0.016502248459183598 0.059050022192853192 0.017925189676002779
leaf_weight=83 47 85 63 274 47 66 47 46 47 47 65 47 51 90 55 47 212 202 1220 68 51 132 296 149 114 94
leaf_count=83 47 85 63 274 47 66 47 46 47 47 65 47 51 90 55 47 212 202 1220 68 51 132 296 149 114 94
internal_value=0 0.00638779 0.00171274 -0.0399037 0.0677492 -0.0672539 -0.0890313 -0.0671553 0.072656 -0.0489853 -0.0323631 -0.0544485 -0.0945344 0.0380118 0.0103911 -0.0179918 0.0170034 0.0105826 0.00230525 -0.0527633 0.00290877 0.0517984 -0.00393178 0.0431853 0.0359011 -0.0118333
internal_weight=0 3369 3147 543 110 433 367 320 222 376 329 282 166 175 2604 492 2112 1783 1422 115 116 329 445 361 246 390
internal_count=3745 3369 3147 543 110 433 367 320 222 376 329 282 166 175 2604 492 2112 1783 1422 115 116 329 445 361 246 390
is_linear=0
shrinkage=0.0995203


Tree=43
num_leaves=10
num_cat=0
split_feature=35 11 0 1 27 12 30 30 4
split_gain=86.7169 132.311 123.931 90.8495 70.9092 70.4185 42.8864 98.2664 56.9705
threshold=0.004000000000000001 -0.015740000000000001 0.0083400000000000019 -0.53140500000000002 0.10758500000000003 -0.0088449999999999987 0.10128000000000002 0.084845000000000018 0.08283500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 6 -1 7 8 -5
right_child=-2 3 -4 4 -6 -7 -8 -9 -10
leaf_value=0.052279887280565283 0.13654605456155453 0.13393079614124717 -0.21510874308888769 0.0090355468426370055 -0.096328555922633091 -0.094384492781826632 -0.079912374233891817 0.11917367938195589 -0.023763223339151433
leaf_weight=56 46 52 51 2601 72 77 60 73 657
leaf_count=56 46 52 51 2601 72 77 60 73 657
internal_value=0 -0.0009429 -0.0832092 0.00336327 0.00140244 -0.0326249 0.00347778 0.0049801 0.00242118
internal_weight=0 3699 184 3515 3463 133 3391 3331 3258
internal_count=3745 3699 184 3515 3463 133 3391 3331 3258
is_linear=0
shrinkage=0.0995203


Tree=44
num_leaves=13
num_cat=0
split_feature=30 7 10 7 0 18 38 1 39 0 9 8
split_gain=105.988 82.3782 105.646 101.542 132.711 77.4685 63.8009 95.3273 85.2066 60.3936 56.1801 41.1774
threshold=-0.020805000000000001 -0.15564499999999998 0.09501500000000003 0.058415000000000009 -0.13752999999999999 -1.0000000180025095e-35 -0.047759999999999997 -0.53140500000000002 1.0000000180025095e-35 -0.103645 1.0000000180025095e-35 -0.099434999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 -6 11 -7 -5
right_child=1 2 -4 9 6 10 7 -9 -10 -11 -12 -13
leaf_value=-0.14867036336204009 0.11641867882284827 -0.17682804953953798 -0.14242743626530691 0.064592028872332424 -0.1569694343416918 -0.020737213043469861 0.14124031994080072 0.0052862365623893058 0.019842333238060599 -0.0032005924190581327 -0.13015059633597773 0.1911864231882118
leaf_weight=47 61 48 51 53 55 252 52 2891 53 56 57 49
leaf_count=47 61 48 51 53 55 252 52 2891 53 56 57 49
internal_value=0 0.00172986 -0.000204121 0.00182969 -0.00178603 -0.0591982 0.00493155 0.0076887 -0.0701931 0.0798246 -0.0409229 0.125415
internal_weight=0 3678 3617 3566 3408 357 3051 2943 108 158 309 102
internal_count=3725 3678 3617 3566 3408 357 3051 2943 108 158 309 102
is_linear=0
shrinkage=0.0995203


Tree=45
num_leaves=11
num_cat=0
split_feature=30 35 11 29 1 7 1 26 4 8
split_gain=85.942 78.9466 90.0702 115.992 70.6591 55.9168 56.1014 38.7577 32.156 23.102
threshold=-0.020805000000000001 0.004000000000000001 -0.015740000000000001 -0.069074999999999984 -0.53140500000000002 -0.080929999999999988 0.36766000000000004 0.11275500000000002 0.10722500000000003 -0.076394999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -4 -6 7 -7 -8 -2
right_child=1 -3 4 -5 5 6 8 -9 -10 -11
leaf_value=-0.13387465955175729 0.042037336538593865 0.12835354533694984 0.12335549257107538 -0.18466453964097346 0.099500928948865169 0.0076422336174109384 -0.12169564721486137 -0.026913517746691214 -0.028705671360808784 -0.047540126776549521
leaf_weight=47 46 48 48 58 57 2751 46 364 185 75
leaf_count=47 46 48 48 58 57 2751 46 364 185 75
internal_value=0 0.00155768 -0.000118736 -0.0689516 0.00345132 0.00175981 9.45162e-05 0.003604 -0.0472267 -0.0134791
internal_weight=0 3678 3630 179 3451 3403 3346 3115 231 121
internal_count=3725 3678 3630 179 3451 3403 3346 3115 231 121
is_linear=0
shrinkage=0.0995203


Tree=46
num_leaves=10
num_cat=0
split_feature=30 35 11 29 1 9 30 29 12
split_gain=69.6872 64.015 73.0346 94.0536 57.2949 49.5494 44.6099 48.4916 18.9319
threshold=-0.020805000000000001 0.004000000000000001 -0.015740000000000001 -0.069074999999999984 -0.53140500000000002 0.14318500000000003 0.11495000000000002 -0.081974999999999992 -0.0099550000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -4 6 7 -6 -2
right_child=1 -3 4 -5 5 -7 -8 -9 -10
leaf_value=-0.12055143206574936 0.036400060220677412 0.11557977508075734 0.11107913416120432 -0.1662866897993098 0.089631266719038927 -0.089612537576618884 -0.094161790663845557 0.0028126885310264162 -0.044062989625918196
leaf_weight=47 48 48 48 58 65 58 46 3234 73
leaf_count=47 48 48 48 58 65 58 46 3234 73
internal_value=0 0.00140264 -0.000106919 -0.0620895 0.00310782 0.00158462 0.00316617 0.00452352 -0.012137
internal_weight=0 3678 3630 179 3451 3403 3345 3299 121
internal_count=3725 3678 3630 179 3451 3403 3345 3299 121
is_linear=0
shrinkage=0.0995203


Tree=47
num_leaves=17
num_cat=0
split_feature=7 27 1 5 1 4 9 7 0 4 4 4 6 5 17 5
split_gain=59.5912 60.4857 61.7744 85.734 92.631 212.451 85.0469 61.9558 87.9887 58.4117 51.4567 59.9658 63.1233 36.3126 26.5184 14.7732
threshold=-0.15564499999999998 -0.038765000000000001 0.36766000000000004 -0.338115 0.024780000000000007 0.077845000000000025 0.08073000000000001 0.020750000000000005 -0.10942499999999999 0.082225000000000034 0.10649000000000002 0.11378500000000003 -0.40707999999999994 -0.48081999999999997 -1.0000000180025095e-35 -0.49053999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 7 14 -3 8 -5 -9 -4 -12 13 -13 -6 -8
right_child=1 2 10 4 5 -7 15 9 -10 -11 11 12 -14 -15 -16 -17
leaf_value=0.09743297672004167 -0.084223383614340896 0.16761702051701494 -0.13704892124902385 -0.064126141007464693 0.0098284850104859555 -0.24518684615599623 0.052819915844802001 0.0073882072402620394 0.0085289429233123236 0.16266551409872176 0.063770609651831886 0.045947249603203816 -0.1398042156285047 -0.050917841280604656 -0.051262535160439049 -0.016401733965927954
leaf_weight=61 86 60 47 177 161 47 72 48 2453 48 60 58 56 113 125 53
leaf_count=61 86 60 47 177 161 47 72 48 2453 48 60 58 56 113 125 53
internal_value=0 -0.00174672 0.000235443 0.0044316 0.000452608 -0.0490968 0.0702204 0.00650571 0.00363892 0.0850354 -0.0405176 -0.0247065 -0.0480961 -0.0180582 -0.0168693 0.0234634
internal_weight=0 3664 3578 3244 3059 333 185 2726 2630 96 334 287 227 171 286 125
internal_count=3725 3664 3578 3244 3059 333 185 2726 2630 96 334 287 227 171 286 125
is_linear=0
shrinkage=0.0995203


Tree=48
num_leaves=28
num_cat=0
split_feature=19 26 21 1 29 8 9 9 21 8 5 8 19 21 26 21 26 19 17 17 17 3 5 3 17 5 26
split_gain=52.8211 48.6261 104.73 88.8879 83.2734 72.7984 68.8221 82.879 88.315 56.9932 71.4668 51.7759 49.8224 45.6629 37.0742 34.4982 30.5515 37.9681 29.6932 45.579 22.8804 20.6369 19.8904 31.2963 21.4662 16.4531 7.56865
threshold=-0.15196499999999999 0.056820000000000016 1.0000000180025095e-35 -0.01504 1.0000000180025095e-35 -0.15713999999999997 0.10706000000000003 -0.093949999999999992 -0.010234999999999999 -0.0024749999999999998 0.23560500000000004 -0.061684999999999997 0.086450000000000013 0.09339500000000002 -0.0063299999999999997 0.10254500000000003 0.086515000000000022 0.088935000000000028 0.043850000000000007 -0.078119999999999995 -0.00265 0.088605000000000017 -0.0071849999999999995 0.11025500000000002 -0.084209999999999993 -0.084089999999999984 0.08358500000000002
decision_type=2 2 2 2 2 2 2 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 -3 7 -2 -9 -4 -11 16 15 14 25 20 17 26 19 -15 -13 -19 24 -24 -18 -5 -7
right_child=1 5 3 13 -6 11 -8 8 -10 10 -12 12 -14 18 -16 -17 22 21 -20 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=0.099845901594562164 -0.14491296246923147 0.095963203587816362 0.0054582377589099812 0.10814067374057999 -0.17235309270479904 -0.011839081146395002 -0.11840270620343275 -0.082794631176245595 0.011045226816044897 0.19561504553770706 0.031896767476863305 0.024452750179853541 -0.13078267928591716 0.0092235431663793901 -0.021299001253670517 -0.092952309579997047 0.067962852890519038 0.045606278363786772 0.021849356626993107 -0.090448798786615422 -0.046265225518586063 0.12911406717458612 -0.028148420222837891 0.027354288031074585 0.0061976364435551911 0.028814390140014596 0.021244344081554938
leaf_weight=51 50 87 76 49 46 85 84 130 421 56 50 132 46 69 89 49 60 78 63 133 69 47 395 135 784 55 352
leaf_count=51 50 87 76 49 46 85 84 130 421 56 50 132 46 69 89 49 60 78 63 133 69 47 395 135 784 55 352
internal_value=0 -0.00213301 -0.0169913 0.0124042 -0.0427286 0.00665093 -0.0340227 -0.0222278 -0.0110934 0.0712404 0.118397 0.0031693 -0.0355947 -0.0109743 0.025845 -0.0180768 0.00909645 0.0286444 -0.0377929 -0.0563983 0.000172352 0.0770118 0.00110025 -0.0140094 0.0105895 0.0661972 0.0148075
internal_weight=0 3690 1371 640 731 2319 685 601 551 182 106 2232 296 458 193 250 1936 562 265 202 201 125 1374 530 844 104 437
internal_count=3741 3690 1371 640 731 2319 685 601 551 182 106 2232 296 458 193 250 1936 562 265 202 201 125 1374 530 844 104 437
is_linear=0
shrinkage=0.0995203


Tree=49
num_leaves=12
num_cat=0
split_feature=0 18 26 27 1 1 0 9 8 2 18
split_gain=62.382 60.5665 62.7341 149.412 78.4551 52.1655 65.8989 69.6336 62.8539 61.2387 53.2032
threshold=0.16362500000000005 0.31690500000000005 -0.236315 -0.059829999999999994 -0.0068249999999999995 -0.083684999999999996 1.0000000180025095e-35 -0.14392999999999997 -0.00076499999999999995 -0.021165 -0.057764999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 8 7 -7 9 -5 -10
right_child=-2 -3 3 5 -6 6 -8 -9 10 -11 -12
leaf_value=0.16477872451795486 -0.10685937308001658 -0.11017403191853535 -0.17803493485495617 0.020087608354243947 -0.011647453501562757 0.08454040108806718 -0.11669676983614029 -0.0055636129288562661 0.027585467417501348 -0.06501159042742663 0.12450907022054429
leaf_weight=52 54 48 46 576 48 88 51 2449 135 98 96
leaf_count=52 54 48 46 576 48 88 51 2449 135 98 96
internal_value=0 0.00088657 0.00235173 0.000154998 0.080086 0.00250185 -0.00468983 -0.00243788 0.0230686 0.00771292 0.067869
internal_weight=0 3687 3639 3539 100 3493 2588 2537 905 674 231
internal_count=3741 3687 3639 3539 100 3493 2588 2537 905 674 231
is_linear=0
shrinkage=0.0995203


Tree=50
num_leaves=11
num_cat=0
split_feature=2 26 9 29 28 3 1 5 5 8
split_gain=51.166 70.9056 55.1617 67.1815 63.2584 65.001 34.3257 98.8925 47.4638 30.2931
threshold=0.17898500000000003 0.047170000000000011 -0.10165 0.0035350000000000004 0.078705000000000011 -0.13947499999999999 -0.36347499999999994 0.24444000000000005 0.0043900000000000015 -0.42187000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 9 -1 4 5 -4 7 -7 -8 -2
right_child=1 -3 3 -5 -6 6 8 -9 -10 -11
leaf_value=0.10107453248062043 -0.043298846385335724 0.059459693470116481 0.10466521486099806 -0.086243473796304801 -0.10505033938562189 0.12015384481260119 0.0067187170241032454 -0.0090408927734494157 -0.022344779575408757 -0.13170265538074541
leaf_weight=55 90 46 63 86 53 92 2292 162 735 67
leaf_count=55 90 46 63 86 53 92 2292 162 735 67
internal_value=0 -0.0491913 0.0021857 0.000623911 0.00282333 0.00453329 0.00261036 0.0377508 -0.000338056 -0.0810306
internal_weight=0 203 3538 3483 3397 3344 3281 254 3027 157
internal_count=3741 203 3538 3483 3397 3344 3281 254 3027 157
is_linear=0
shrinkage=0.0995203


Tree=51
num_leaves=8
num_cat=0
split_feature=0 27 27 10 36 36 27
split_gain=52.0961 53.9352 152.298 39.2269 37.7048 70.0006 47.3264
threshold=0.16362500000000005 -0.095019999999999993 -0.0083799999999999986 0.09407500000000002 0.088355000000000031 0.078360000000000027 0.10758500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.10251275932428881 -0.097584251710201714 -0.17853167755241786 0.0047684698997779319 -0.084024083363740218 -0.062832890591221921 0.12527430899959369 -0.074150454287675069
leaf_weight=51 54 47 3329 52 84 47 77
leaf_count=51 54 47 3329 52 84 47 77
internal_value=0 0.000878992 -0.00054634 0.00178425 0.00304602 0.00464887 0.0029841
internal_weight=0 3687 3636 3589 3537 3453 3406
internal_count=3741 3687 3636 3589 3537 3453 3406
is_linear=0
shrinkage=0.0995203


Tree=52
num_leaves=18
num_cat=0
split_feature=3 11 2 17 17 10 8 0 3 38 9 20 0 19 26 8 18
split_gain=50.5692 116.576 48.4067 115.01 126.111 87.4689 62.8664 56.3496 55.139 114.48 42.5733 43.9258 38.3724 24.0688 23.6875 19.1598 14.2204
threshold=0.31589000000000006 -0.15511999999999998 -0.097424999999999998 -0.14384499999999997 -0.072659999999999988 0.087995000000000018 0.10228000000000002 -0.084534999999999985 0.014805000000000004 -0.078989999999999991 0.096385000000000012 -0.23803499999999997 -0.13955999999999999 0.12719000000000005 0.056820000000000016 -0.084855 -0.080424999999999996
decision_type=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 -6 -3 9 -4 11 -10 -13 15 16 -12 -9
right_child=-2 2 8 4 5 -7 -8 14 10 -11 13 12 -14 -15 -16 -17 -18
leaf_value=0.15628076621801587 -0.095588261631764315 0.1244172055477154 0.021165476249402661 -0.20668796427331179 -0.047105881736174297 -0.15362226558679459 0.079256200750851699 -0.0093341943381644744 0.1016960067043383 -0.15397731530367714 -0.072386403584348447 -0.021001483124734072 0.014368912691139994 -0.088569536730109241 -0.06100065235540484 -0.0064133738405642319 0.065954209020895854
leaf_weight=47 55 46 84 55 119 51 58 54 52 66 49 355 2105 47 46 396 46
leaf_count=47 55 46 84 55 119 51 58 54 52 66 49 355 2105 47 46 396 46
internal_value=0 0.00055028 -0.0014664 -0.0310845 -0.071421 -0.0387872 -0.00569446 0.0283656 0.0029939 -0.0558919 0.00593454 0.011178 0.00926432 -0.0208355 -0.00189166 -0.0136797 0.0252903
internal_weight=0 3676 3629 475 283 228 177 192 3154 150 3004 2512 2460 492 146 445 100
internal_count=3731 3676 3629 475 283 228 177 192 3154 150 3004 2512 2460 492 146 445 100
is_linear=0
shrinkage=0.0995203


Tree=53
num_leaves=20
num_cat=0
split_feature=5 7 1 0 1 29 5 3 0 10 26 7 0 17 1 26 1 17 4
split_gain=51.0306 108.663 91.8678 77.6211 75.932 84.2394 78.6997 68.7039 61.203 47.5006 59.8721 48.5248 68.1501 82.1129 44.9575 44.9361 26.9008 18.1964 10.9418
threshold=-0.46834999999999999 0.032330000000000012 0.024780000000000007 -0.016659999999999998 0.055865000000000012 -0.042949999999999995 -0.013944999999999999 0.14530500000000005 -0.11896 0.09056500000000002 -0.236315 0.020750000000000005 -0.13752999999999999 -0.069010000000000002 0.36766000000000004 -0.077514999999999987 0.41696500000000009 0.048755000000000014 0.12958500000000003
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 9 4 6 -6 -4 8 -7 10 -2 12 13 -12 17 -14 -16 -1 -18
right_child=2 -3 3 -5 5 7 -8 -9 -10 -11 11 -13 15 -15 16 -17 18 -19 -20
leaf_value=0.096526638272285539 0.1079758123384843 0.17263275484438026 -0.011416938068556901 -0.16347778718044337 -0.1176160803448156 0.092974945111588783 -0.18783681055693835 0.11538192907861611 -0.029261703858250002 0.10204787439475274 0.0036905518406698742 0.071822518486864786 -0.043375667989921457 -0.12964718352576016 -0.062294298742409875 0.0052075039646021209 0.040524009603039438 0.016449819911579122 -0.02051095410894177
leaf_weight=66 51 49 46 47 63 48 55 50 262 47 93 88 206 90 76 2227 66 49 52
leaf_count=66 51 49 46 47 63 48 55 50 262 47 93 88 206 90 76 2227 66 49 52
internal_value=0 0.0349449 -0.00457256 -0.0409559 -0.0299647 -0.0114507 -0.107495 0.00712593 -0.0103321 0.00284145 0.0011487 -0.000865861 -0.00331135 -0.0618809 0.0131083 0.00109367 -0.0161152 0.0624141 0.0136203
internal_weight=0 358 3373 571 524 423 101 360 310 2802 2755 2704 2616 183 309 2433 194 115 118
internal_count=3731 358 3373 571 524 423 101 360 310 2802 2755 2704 2616 183 309 2433 194 115 118
is_linear=0
shrinkage=0.0995203


Tree=54
num_leaves=14
num_cat=0
split_feature=18 35 2 3 4 19 18 2 9 1 18 21 0
split_gain=43.0507 36.9309 50.6392 64.8742 82.5959 75.1394 83.4147 46.9485 74.6345 32.7326 79.4628 33.2601 22.3519
threshold=0.31227500000000008 0.004000000000000001 -0.097424999999999998 0.12131500000000002 0.10722500000000003 0.024740000000000005 -0.10726999999999999 0.40115000000000006 -0.10165 -0.37983499999999998 0.044095000000000009 -0.096850000000000006 -0.092134999999999995
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 -4 10 -10 -11 -9
right_child=-2 -3 7 -5 -6 -7 -8 12 9 11 -12 -13 -14
leaf_value=0.033892416156304048 -0.089757570903973016 0.087303114369039134 0.11603368942270052 -0.14204297240086836 0.10411073334807842 0.055149304386332719 -0.087427870902332283 -0.019428553189849138 -0.005090709703558593 0.082952277048950335 0.15303080074703557 0.00024941791968819386 -0.114264224182882
leaf_weight=75 53 48 60 47 48 74 223 53 88 49 49 2818 46
leaf_count=75 53 48 60 47 48 74 223 53 88 49 49 2818 46
internal_value=0 0.000580278 -0.000566246 -0.0311574 -0.0187468 -0.0346016 -0.0568915 0.00395011 0.00612981 0.00393438 0.0514578 0.00166318 -0.0635019
internal_weight=0 3678 3630 467 420 372 298 3163 3064 3004 137 2867 99
internal_count=3731 3678 3630 467 420 372 298 3163 3064 3004 137 2867 99
is_linear=0
shrinkage=0.0995203


Tree=55
num_leaves=16
num_cat=0
split_feature=7 10 7 0 18 9 3 26 17 2 10 17 9 0 11
split_gain=41.3982 52.8678 80.8088 94.3098 88.4271 75.946 64.5706 51.672 46.3308 39.8029 108.823 78.3441 33.4634 29.6767 39.7199
threshold=-0.22253999999999999 0.09501500000000003 0.020750000000000005 -0.13752999999999999 -1.0000000180025095e-35 0.084535000000000013 0.11360500000000003 0.0054200000000000012 -0.073689999999999992 -0.11700999999999999 0.079700000000000021 -0.080579999999999999 0.095415000000000014 0.14315500000000003 -0.015740000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 7 -4 -6 10 11 -5 -12 14 -11
right_child=1 -3 6 9 5 -7 -8 -9 -10 13 12 -13 -14 -15 -16
leaf_value=0.082068654476133943 -0.17504334078062628 -0.099706540264651436 0.14640877284627096 -0.19962094548654075 0.065213743966889254 -0.14348799384215186 -0.027231347652219524 0.023264879661297377 -0.033922693257728558 -0.04680225100300997 0.095531962799114578 -0.02760119553904249 -0.022595243975789724 0.078368306300531931 0.0060023503545593689
leaf_weight=59 50 54 85 51 61 51 58 56 199 149 47 54 48 53 2656
leaf_count=59 50 54 85 51 61 51 58 56 199 149 47 54 48 53 2656
internal_value=0 -0.00196181 -0.000502702 -0.00409119 -0.052198 -0.0324452 0.0611466 0.0975064 -0.0106606 0.0015876 -0.0413326 -0.111161 0.035838 0.0045914 0.00319711
internal_weight=0 3672 3618 3419 361 311 199 141 260 3058 200 105 95 2858 2805
internal_count=3731 3672 3618 3419 361 311 199 141 260 3058 200 105 95 2858 2805
is_linear=0
shrinkage=0.0995203


Tree=56
num_leaves=21
num_cat=0
split_feature=5 1 5 10 7 5 0 17 1 2 10 2 2 26 27 8 26 4 3 21
split_gain=45.1029 63.6826 73.1382 72.007 61.5394 51.224 79.7337 144.816 81.0856 55.45 113.629 43.9857 41.9839 41.9764 35.001 44.8191 28.5896 27.9989 20.4119 16.8765
threshold=-0.46617999999999998 0.19597000000000006 -0.38486499999999996 0.090150000000000022 0.032330000000000012 -0.097345000000000001 -0.11170000000000001 -1.0000000180025095e-35 -0.0012649999999999998 -0.122295 0.077415000000000025 0.12875500000000004 0.091030000000000014 -0.22971 0.098310000000000022 -0.013304999999999999 0.086835000000000009 0.13364000000000004 0.098225000000000021 0.093685000000000032
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 17 5 11 12 7 8 -7 10 -8 14 18 -11 15 16 -1 -3 19 -2
right_child=1 2 -4 -5 -6 6 9 -9 -10 13 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.13735413738941266 0.021699523522492974 -0.067084603930152573 -0.16569151602570736 0.11571977334221041 0.12711204505693424 0.018423320404809689 -0.16940665291195306 -0.21915464359419373 -0.12462484032885397 0.070625274236992594 0.013529179563053264 -0.061097218119677263 0.12526942429246543 0.00061396766805988062 -0.042801543356137006 -0.0023029347660972165 0.0379808785972418 0.017520520212020142 0.066001522241777716 -0.048097708781514321
leaf_weight=64 135 76 47 53 59 137 57 46 55 88 82 59 46 2347 47 85 52 79 74 46
leaf_count=64 135 76 47 53 59 137 57 46 55 88 82 59 46 2347 47 85 52 79 74 46
internal_value=0 -0.00276254 -0.0569397 0.000693866 0.0340227 -0.00126423 -0.0054412 -0.0605525 -0.0225498 -0.000345116 -0.0614818 0.0161299 0.0377551 0.00314449 0.0345058 0.0525867 0.0928146 -0.023958 0.0219649 0.00395647
internal_weight=0 3368 202 3166 366 3113 2812 238 192 2574 139 307 301 2435 248 201 116 155 255 181
internal_count=3734 3368 202 3166 366 3113 2812 238 192 2574 139 307 301 2435 248 201 116 155 255 181
is_linear=0
shrinkage=0.0995203


Tree=57
num_leaves=13
num_cat=0
split_feature=35 7 7 2 4 6 8 3 3 38 21 6
split_gain=52.2102 38.5357 41.7476 40.6488 103.673 97.1787 126.219 39.479 37.9796 60.3254 21.6524 21.6026
threshold=0.055090000000000007 0.10421500000000002 0.053160000000000013 -0.10165999999999999 0.10722500000000003 0.024640000000000006 0.093085000000000015 0.089535000000000017 1.0000000180025095e-35 -0.078989999999999991 0.15159000000000003 -0.10754999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -4 9 -5 11 -10
right_child=-2 -3 7 8 -6 -7 -8 -9 10 -11 -12 -13
leaf_value=-0.19764565325863856 0.10612947838744181 -0.084803595763048328 0.014396781676643175 0.0084186015759718669 0.077548724867982033 0.057801216592373084 -0.032632981166654321 0.12492455947919108 0.026706481259247676 -0.13649237500491604 -0.0499585976374681 0.0019430158070466786
leaf_weight=76 46 53 89 66 63 50 116 50 403 50 72 2600
leaf_count=76 46 53 89 66 63 50 116 50 403 50 72 2600
internal_value=0 -0.000555023 0.000673137 -0.00145329 -0.0361641 -0.0657704 -0.0979548 0.0541609 0.00186416 -0.054036 0.00397318 0.00526652
internal_weight=0 3688 3635 3496 305 242 192 139 3191 116 3075 3003
internal_count=3734 3688 3635 3496 305 242 192 139 3191 116 3075 3003
is_linear=0
shrinkage=0.0995203


Tree=58
num_leaves=17
num_cat=0
split_feature=5 7 7 0 5 8 4 38 1 4 30 21 22 5 4 12
split_gain=34.9529 64.3254 50.0832 54.1406 62.2473 118.193 59.4179 40.0645 40.5133 31.3349 29.6988 26.9054 41.625 16.0431 11.3342 8.00484
threshold=-0.48081999999999997 0.10421500000000002 0.058415000000000009 -0.13417999999999999 -0.0087549999999999989 -0.016289999999999999 0.089860000000000023 -0.051829999999999994 -0.53140500000000002 0.084435000000000024 0.10484500000000002 -0.042694999999999997 0.095670000000000019 -0.53313499999999991 0.11931500000000002 -0.01397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 5 -2 -7 15 -9 -4 -10 -1 13 -13 -15 -5
right_child=1 -3 9 7 -6 6 -8 8 10 -11 -12 12 -14 14 -16 -17
leaf_value=-0.014301163991549187 -0.11055801561960459 -0.11208206733352018 0.016612879649575505 -0.034116966301869806 -0.12952099243833656 -0.016045605062170815 0.12650234214279221 0.088601383391574973 0.0029292023531377483 0.12939429341568154 -0.075222028720995482 0.11924399811952295 -0.028640099133443286 0.077481966339544656 0.015284387203338331 -0.092867082709841245
leaf_weight=88 81 52 52 46 66 67 51 54 2809 46 49 53 51 76 47 46
leaf_count=88 81 52 52 46 66 67 51 54 2809 46 49 53 51 76 47 46
internal_value=0 -0.00223886 -0.000542192 -0.00264399 -0.0457654 -0.0179831 0.0455572 0.00115973 0.00320286 0.0695595 0.00158902 0.0324057 0.0505159 0.0734578 0.0537221 -0.063501
internal_weight=0 3419 3367 3269 265 199 118 3004 2912 98 2858 315 227 176 123 92
internal_count=3734 3419 3367 3269 265 199 118 3004 2912 98 2858 315 227 176 123 92
is_linear=0
shrinkage=0.0995203


Tree=59
num_leaves=12
num_cat=0
split_feature=35 27 0 13 30 20 4 18 7 6 18
split_gain=42.1022 38.2646 41.9404 36.5342 32.5205 30.7982 59.201 55.4774 50.4116 32.0887 31.608
threshold=0.055090000000000007 0.10758500000000003 -0.065939999999999985 0.080720000000000028 -0.020805000000000001 -0.088694999999999982 0.077430000000000013 0.26473000000000008 0.085695000000000021 -0.036009999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 10 8 -7 -8 -6
right_child=-2 2 -4 -5 5 7 9 -9 -10 -11 -12
leaf_value=-0.080850864650304846 0.095237813063774365 -0.13114618139089396 0.0025093960103361526 -0.081746324501798223 0.027091194635304943 0.0033670786699899389 0.032287286738528237 -0.10602742333616957 -0.10160418297697059 0.1240627210552865 -0.049948509389037103
leaf_weight=46 46 46 47 52 139 3028 75 48 46 76 85
leaf_count=46 46 46 47 52 139 3028 75 48 46 76 85
internal_value=0 -0.000564527 -0.063591 0.0010657 0.00228135 0.00337511 0.0303232 0.000137975 0.001796 0.0784843 -0.00213897
internal_weight=0 3688 93 3595 3543 3497 375 3122 3074 151 224
internal_count=3734 3688 93 3595 3543 3497 375 3122 3074 151 224
is_linear=0
shrinkage=0.0995203


Tree=60
num_leaves=17
num_cat=0
split_feature=7 10 7 0 4 3 5 9 20 8 8 20 1 8 1 7
split_gain=37.0051 38.9448 49.3235 64.2371 63.9385 185.861 53.3156 45.6795 46.3554 29.1909 56.5391 53.9076 42.5084 42.1683 35.886 24.5196
threshold=-0.15564499999999998 0.09501500000000003 0.020750000000000005 -0.13752999999999999 0.088720000000000021 0.11387500000000002 -0.0087549999999999989 1.0000000180025095e-35 -0.071559999999999999 0.010485000000000003 -0.0012949999999999999 0.0074100000000000017 -0.50158499999999984 -0.014854999999999998 -0.025004999999999999 0.083780000000000021
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 -6 7 8 -2 10 13 12 -11 -5 -12 -4
right_child=1 -3 4 9 5 -7 -8 -9 -10 11 14 -13 -14 -15 -16 -17
leaf_value=0.077549108895242053 0.056232540371001123 -0.085935329547754222 0.040649920340695284 0.0044400604628229206 0.25157366907314227 -0.015281792856699858 -0.1292225454421819 -0.1066679971035423 -0.036962896240756347 0.07695676030841396 0.082923568842431489 -0.12566342670776184 -0.02600901347575443 -0.050315966058710519 -0.0087665944810339652 -0.058927456182363391
leaf_weight=60 78 53 48 2369 46 59 59 56 164 47 143 46 256 148 60 50
leaf_count=60 78 53 48 2369 46 59 59 56 164 47 143 46 256 148 60 50
internal_value=0 -0.00124194 -4.79755e-06 -0.00282925 0.047659 0.101619 -0.0427847 -0.0256684 -0.00692131 0.00181829 0.00529522 -0.0252775 -0.0100347 0.00122007 0.055819 -0.0101465
internal_weight=0 3682 3629 3426 203 105 357 298 242 3069 2720 349 303 2517 203 98
internal_count=3742 3682 3629 3426 203 105 357 298 242 3069 2720 349 303 2517 203 98
is_linear=0
shrinkage=0.0995203


Tree=61
num_leaves=17
num_cat=0
split_feature=0 1 7 21 4 10 4 1 2 4 4 21 4 6 8 21
split_gain=31.3047 85.3843 67.8951 51.8759 45.0887 42.4066 40.7703 39.7244 58.5282 43.0233 125.211 95.0169 86.9504 33.3788 23.9507 21.7927
threshold=0.048265000000000009 -0.42149500000000001 -0.15564499999999998 -0.118135 0.10716000000000002 0.085875000000000021 0.083980000000000013 -0.215865 0.10924500000000002 0.08024000000000002 0.11189500000000001 0.084260000000000015 0.11474000000000002 -0.078305 -0.085385000000000003 0.092005000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 5 6 -2 8 -5 13 11 -11 -12 15 -15 -9
right_child=1 -3 3 7 -6 -7 -8 9 -10 10 12 -13 -14 14 -16 -17
leaf_value=0.11030223030327951 0.07665607239410635 -0.12285745061605655 0.097549994067299417 0.13399328115648962 0.086913768700632513 -0.10444262911852227 -0.046641529094290327 0.043018674489400853 -0.02010169856390167 -0.1121616922181108 0.13820650451308755 -0.0086710862156240461 -0.0026219909636259124 0.013881032949073367 -0.010551665522285753 0.006174033970678585
leaf_weight=57 49 75 54 52 47 46 58 295 46 198 50 158 330 570 1312 345
leaf_count=57 49 75 54 52 47 46 58 295 46 198 50 158 330 570 1312 345
internal_value=0 -0.032301 0.00258284 0.000782012 0.00165353 -0.0245322 0.00981422 -0.000774799 0.0616547 -0.00265292 -0.0238231 -0.0662328 0.0159059 0.00352489 -0.00315132 0.0231584
internal_weight=0 275 3467 3410 200 153 107 3356 98 3258 736 356 380 2522 1882 640
internal_count=3742 275 3467 3410 200 153 107 3356 98 3258 736 356 380 2522 1882 640
is_linear=0
shrinkage=0.0995203


Tree=62
num_leaves=8
num_cat=0
split_feature=2 12 9 19 27 9 1
split_gain=30.634 36.4966 41.6461 30.4571 44.8616 27.0811 37.6332
threshold=0.50951500000000005 0.091760000000000022 -0.147755 -0.15196499999999999 -0.059829999999999994 -0.095574999999999993 -0.37983499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7
right_child=-2 -3 3 4 5 6 -8
leaf_value=0.078237331428894774 -0.071746779548157405 0.080163024636763683 0.074059647396039346 -0.07933354038865828 -0.072995163344049097 0.036601034831428236 -0.0029454669166689416
leaf_weight=66 58 57 52 74 51 258 3126
leaf_count=66 58 57 52 74 51 258 3126
internal_value=0 0.00114717 -9.43789e-05 -0.00154642 -0.00266706 -0.0010152 6.93618e-05
internal_weight=0 3684 3627 3561 3509 3435 3384
internal_count=3742 3684 3627 3561 3509 3435 3384
is_linear=0
shrinkage=0.0995203


Tree=63
num_leaves=13
num_cat=0
split_feature=0 9 7 27 27 1 8 9 7 1 18 3
split_gain=28.8339 119.081 55.5878 42.6142 58.4147 37.5279 42.6418 33.1437 30.5017 26.3476 30.0805 15.05
threshold=0.048265000000000009 -0.078344999999999984 -0.22253999999999999 -0.095019999999999993 -1.0000000180025095e-35 -0.16855499999999998 -1.0000000180025095e-35 -0.14392999999999997 0.058415000000000009 -0.47779999999999995 -0.057764999999999997 0.12168500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 -6 11 -9 10 -3 -7
right_child=1 9 3 4 5 7 -8 8 -10 -11 -12 -13
leaf_value=0.10265944115171069 -0.17164733815944075 -0.022699635834050727 0.093031169443545461 -0.11183050373665439 -0.016854024247061734 0.017664223329939003 0.10568564614439066 -0.0048533511696586436 0.041894048840305356 -0.048247433810256542 0.066498853673479921 0.098193649590453264
leaf_weight=54 49 72 49 46 47 46 70 2964 145 76 78 46
leaf_count=54 49 72 49 46 47 46 70 2964 145 76 78 46
internal_value=0 -0.031003 0.00247598 0.000890646 -0.00045123 0.00109266 0.0564533 -0.000930575 -0.00267285 -0.000505612 0.0236781 0.0579379
internal_weight=0 275 3467 3413 3364 3318 117 3201 3109 226 150 92
internal_count=3742 275 3467 3413 3364 3318 117 3201 3109 226 150 92
is_linear=0
shrinkage=0.0995203


Tree=64
num_leaves=8
num_cat=0
split_feature=2 9 2 12 29 19 2
split_gain=32.1079 31.977 37.7993 44.4261 34.4908 22.3462 29.5424
threshold=0.50951500000000005 -0.14392999999999997 0.31534000000000012 0.091760000000000022 0.099300000000000013 -0.12661499999999998 -0.095204999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.063261362064516685 -0.073999414338140154 0.06332393488364399 -0.081871111207780581 0.09562886828026286 -0.08454973719444718 -0.02314666986965332 0.0032040576848183923
leaf_weight=79 58 55 56 48 48 493 2901
leaf_count=79 58 55 56 48 48 493 2901
internal_value=0 0.000628028 -0.000745817 0.000535481 -0.000769543 0.000396196 -0.000623311
internal_weight=0 3680 3601 3545 3497 3449 3394
internal_count=3738 3680 3601 3545 3497 3449 3394
is_linear=0
shrinkage=0.0995203


Tree=65
num_leaves=13
num_cat=0
split_feature=18 3 11 3 38 3 18 2 2 5 5 2
split_gain=39.736 32.9351 66.8257 30.4478 60.2654 78.2232 26.2639 59.9722 25.253 65.9798 31.8016 18.9847
threshold=0.31690500000000005 0.31589000000000006 -0.15511999999999998 0.014805000000000004 -0.078989999999999991 -0.15154999999999999 0.13474500000000003 -0.013944999999999999 -0.097424999999999998 0.26473000000000008 -0.46834999999999999 -0.065379999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 8 11 9 -5 -10 -8
right_child=-2 -3 3 6 5 -7 7 -9 10 -11 -12 -13
leaf_value=0.11972539197996464 -0.091406968175148012 -0.076470365095406639 0.022555084058530322 -0.047586001033599827 -0.011685822730540755 -0.18055584856370768 0.033622250132278611 0.1361804599585382 0.039814134901060075 0.045178054093292251 0.0006511097255898242 -0.045534330075855382
leaf_weight=47 47 54 91 289 61 49 83 47 223 103 2597 47
leaf_count=47 47 54 91 289 61 49 83 47 223 103 2597 47
internal_value=0 0.000680693 0.00182641 0.000282658 -0.0373511 -0.0869172 0.00251494 0.0398363 0.00045806 -0.0232097 0.00374833 0.0049978
internal_weight=0 3691 3637 3590 201 110 3389 177 3212 392 2820 130
internal_count=3738 3691 3637 3590 201 110 3389 177 3212 392 2820 130
is_linear=0
shrinkage=0.0995203


Tree=66
num_leaves=12
num_cat=0
split_feature=3 11 2 1 2 2 5 0 1 4 0
split_gain=29.0875 53.4144 24.0624 67.3207 34.334 49.5643 22.8296 54.2431 34.2983 13.7854 17.5402
threshold=0.31589000000000006 -0.15948499999999999 -0.15012499999999998 -0.072005 -0.13535499999999998 -0.10934999999999999 -0.338115 -0.225295 0.40780000000000011 0.10390500000000001 0.042275000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -4 -6 8 -8 -7 10 -3
right_child=-2 2 4 -5 5 6 7 -9 -10 -11 -12
leaf_value=0.10721267847662348 -0.072269299740568338 0.015702416354449637 0.07948427634073213 -0.11170079436673527 -0.087942631438372942 0.057192757998957192 -0.074058462008817813 0.0012875142785242842 -0.00063871284554782159 0.049260506877699388 -0.058298320119221543
leaf_weight=46 55 79 55 72 62 175 98 2755 242 46 53
leaf_count=46 55 79 55 72 62 175 98 2755 242 46 53
internal_value=0 0.000643149 -0.000704496 -0.0304999 0.00149451 0.000206918 0.00187851 -0.00130032 0.0236291 0.00234081 -0.0140038
internal_weight=0 3683 3637 250 3387 3332 3270 2853 417 178 132
internal_count=3738 3683 3637 250 3387 3332 3270 2853 417 178 132
is_linear=0
shrinkage=0.0995203


Tree=67
num_leaves=22
num_cat=0
split_feature=2 5 2 5 2 1 4 1 4 17 21 4 2 9 3 5 9 6 1 3 9
split_gain=24.5014 25.6797 71.7572 57.0278 89.6081 33.4954 116.674 49.8554 32.855 29.8387 32.1042 31.1443 31.693 28.3718 34.2256 21.2018 19.0774 18.3805 15.6 7.7252 8.18032
threshold=0.50951500000000005 0.0043900000000000015 0.11241000000000002 0.10246000000000002 -0.095649999999999999 -0.083899999999999988 0.088720000000000021 -0.11467499999999999 0.10739000000000003 -0.090304999999999996 -0.118135 0.14524000000000004 0.31377500000000008 0.093175000000000022 0.11663500000000003 0.064585000000000017 0.084715000000000026 -0.084184999999999996 -0.51253999999999988 0.083725000000000022 0.088770000000000029
decision_type=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 13 17 -11 12 -12 18 -15 16 -6 -7 -5 -9 -21
right_child=-2 2 -4 8 15 9 -8 19 -10 10 11 -13 -14 14 -16 -17 -18 -19 -20 20 -22
leaf_value=-0.069808423564635166 -0.064566464127050041 -0.16619156301195098 -0.10484871543096967 0.076046456007565225 0.053709838981003025 0.078044049515330574 0.17718045473836619 0.065679452773787547 0.089139474461299537 0.079081550759575112 -0.004199642699645372 0.071103769427523611 -0.08694789626301902 -0.049272034392923866 0.024861255242226338 -0.065061637639329775 -0.018017185455828453 5.6562809080596348e-05 0.0151469549322664 0.014387851037194142 0.057080819750817864
leaf_weight=61 58 47 77 48 47 77 48 46 50 47 1864 53 47 156 102 71 168 49 316 252 54
leaf_count=61 58 47 77 48 47 77 48 46 50 47 1864 53 47 156 102 71 168 49 316 252 54
internal_value=0 0.000624619 -0.0122573 -0.0051624 -0.03884 0.00598992 0.0303196 0.0132491 0.0115248 0.000741056 -0.00220215 -0.00414775 -0.00623522 0.0052844 -0.0199604 -0.0179087 -0.00233351 0.0477221 0.0231799 0.0276449 0.0219246
internal_weight=0 3680 1082 1005 333 2598 461 413 672 2137 2011 1964 1911 622 258 286 215 126 364 352 306
internal_count=3738 3680 1082 1005 333 2598 461 413 672 2137 2011 1964 1911 622 258 286 215 126 364 352 306
is_linear=0
shrinkage=0.0995203


Tree=68
num_leaves=12
num_cat=0
split_feature=18 3 11 4 5 6 7 7 5 22 4
split_gain=35.6193 31.8365 38.5395 36.8312 24.2688 45.4068 40.0026 28.0146 33.1649 25.9655 19.7381
threshold=0.31690500000000005 -0.13947499999999999 -0.094829999999999998 0.13809000000000002 -0.46834999999999999 -0.42102499999999998 0.016975000000000004 0.099030000000000021 -0.14289499999999997 0.095670000000000019 0.11325500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 9 8 -7 10 -4
right_child=-2 2 4 -5 5 7 -8 -9 -10 -11 -12
leaf_value=0.061298149672173681 -0.085189263488949632 -0.12671540299860737 0.050142664185206763 -0.0049903469492838777 -0.075129793401861336 0.038912799055601646 0.11403877213222265 -0.076297970135219162 -0.00092858024011370651 -0.050296936854392509 -0.018699169051488339
leaf_weight=85 48 46 137 53 80 223 46 46 2872 51 59
leaf_count=85 48 46 137 53 80 223 46 46 2872 51 59
internal_value=0 0.00109551 -0.000320605 -0.0615578 0.0014044 -0.0010898 0.0288263 0.00079571 0.00194179 0.0129535 0.0294157
internal_weight=0 3698 3613 99 3514 3221 293 3141 3095 247 196
internal_count=3746 3698 3613 99 3514 3221 293 3141 3095 247 196
is_linear=0
shrinkage=0.0995203


Tree=69
num_leaves=19
num_cat=0
split_feature=18 21 10 10 21 27 3 18 1 6 4 3 17 17 3 3 17 6
split_gain=28.8824 26.6695 155.782 75.8767 50.0515 49.4034 52.4474 35.2326 85.5547 33.3526 44.3322 31.2888 28.9345 24.0302 20.1179 27.1092 31.192 12.7125
threshold=0.31690500000000005 1.0000000180025095e-35 0.081620000000000012 0.093790000000000026 0.09339500000000002 -0.025179999999999998 -0.13947499999999999 -0.065634999999999985 -0.0072799999999999991 -0.087284999999999988 0.10098000000000003 0.091865000000000016 0.011640000000000003 -0.14723999999999998 0.15361500000000003 0.096385000000000012 0.047990000000000012 -0.077560000000000004
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 9 -1 -7 8 -8 10 11 -3 -9 -11 15 17 -17 -6
right_child=-2 2 -4 -5 14 6 7 12 -10 13 -12 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.10379509567905965 -0.076711209782180129 0.011918333245659357 0.19029435482870499 -0.13185922561618241 -0.018843841919503279 0.099072245980866461 -0.012134745337351965 0.014803492945436533 -0.15110793724288465 0.026513470249801364 -0.06601895088720372 0.081666833955035281 -0.01453810601109818 0.11979070749877324 -0.066367613016654031 -0.0040319229946848868 0.060785627692595184 -0.070571907211835969
leaf_weight=47 48 238 47 46 178 51 660 1047 47 49 55 87 488 62 58 383 91 64
leaf_count=47 48 238 47 46 178 51 660 1047 47 49 55 87 488 62 58 383 91 64
internal_value=0 0.000986393 0.0123839 -0.00528047 0.00577316 -0.00279182 -0.000721178 -0.0029916 -0.0213746 0.030628 0.0166067 0.030592 0.00547482 0.0786217 -0.0099929 -0.00542508 0.00841023 -0.0325274
internal_weight=0 3698 1312 2386 1265 2340 2293 2242 707 491 380 325 1535 111 774 716 474 242
internal_count=3746 3698 1312 2386 1265 2340 2293 2242 707 491 380 325 1535 111 774 716 474 242
is_linear=0
shrinkage=0.0995203


Tree=70
num_leaves=13
num_cat=0
split_feature=18 26 3 5 3 36 4 10 27 9 9 9
split_gain=23.4196 23.9155 52.0545 43.9541 38.8366 30.2847 42.5817 33.3023 34.7187 25.6147 14.3603 13.3866
threshold=0.31690500000000005 -0.14224499999999998 0.10119000000000002 -0.039649999999999998 0.18676500000000004 0.092765000000000028 0.12577000000000002 0.090005000000000016 -1.0000000180025095e-35 -0.042790000000000002 -0.093949999999999992 0.089025000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -3 10 -8 -4
right_child=-2 4 11 -5 -6 -7 9 -9 -10 -11 -12 -13
leaf_value=0.011740803273853555 -0.069076898285026139 -0.086513955234703538 -0.058505687558211998 0.13473830067024162 -0.078551487256209071 -0.077371980918564495 0.04948976668589538 0.081002048520153302 -0.0012180990288679085 0.08548836238081825 -0.028319113062138055 0.013376352138679387
leaf_weight=53 48 48 46 63 63 49 48 48 3085 91 46 58
leaf_count=53 48 48 46 63 63 49 48 48 3085 91 46 58
internal_value=0 0.000888161 0.0327098 0.0785483 -0.00112448 0.00030366 0.00143466 -0.00126451 -0.00252516 0.0478501 0.0114044 -0.0184098
internal_weight=0 3698 220 116 3478 3415 3366 3181 3133 185 94 104
internal_count=3746 3698 220 116 3478 3415 3366 3181 3133 185 94 104
is_linear=0
shrinkage=0.0995203


Tree=71
num_leaves=8
num_cat=0
split_feature=27 27 3 39 3 27 4
split_gain=23.2863 61.891 23.9615 23.6007 100.002 30.8139 27.8839
threshold=-0.095019999999999993 -0.01137 -0.13947499999999999 1.0000000180025095e-35 0.014805000000000004 0.10758500000000003 0.12631500000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.065490707922050265 -0.11566374922355294 0.053036697369946449 -0.11786617951744663 0.061680099997683896 8.3489948943978924e-05 -0.058889035014833155 0.042285684067533372
leaf_weight=53 46 84 72 59 3185 84 163
leaf_count=53 46 84 72 59 3185 84 163
internal_value=0 -0.000947537 0.000499168 -0.000739209 -0.00179045 0.000644465 0.00213838
internal_weight=0 3693 3647 3563 3504 3432 3348
internal_count=3746 3693 3647 3563 3504 3432 3348
is_linear=0
shrinkage=0.0995203


Tree=72
num_leaves=18
num_cat=0
split_feature=13 3 3 29 5 1 21 17 17 17 9 17 18 8 3 1 6
split_gain=29.8061 43.4209 28.6758 55.2088 27.0788 55.0382 111.356 46.2018 38.6252 34.6536 32.1701 29.8719 28.7647 27.6416 26.6741 25.1425 15.4683
threshold=0.089715000000000031 -0.13947499999999999 1.0000000180025095e-35 -0.081470000000000001 -0.11065499999999999 0.012830000000000003 0.089755000000000015 -0.060269999999999997 0.0021900000000000005 -0.0017249999999999998 0.076440000000000022 0.0031350000000000006 -0.0019149999999999998 -0.022279999999999998 0.15537500000000004 -0.12118 -0.10567
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 8 11 -7 -8 9 -4 13 15 -13 -10 -11 -6 -12
right_child=-2 2 4 -5 5 6 7 -9 10 14 16 12 -14 -15 -16 -17 -18
leaf_value=0.093690850628664779 -0.079975776177521052 0.015058976269553199 0.064591941114843787 -0.13329707381723185 -0.017298492005680004 -0.18628083147147667 0.015363443235507007 -0.071995635898387769 0.042613135042459678 -0.02895824463679899 0.066758986555858463 0.0022109313431994005 -0.038304950864661749 0.14532957903475646 0.051573413241531897 0.013380009220822147 0.0067995666718778831
leaf_weight=49 46 54 62 46 321 46 157 97 58 269 57 382 318 47 48 1505 169
leaf_count=49 46 54 62 46 321 46 157 97 58 269 57 382 318 47 48 1505 169
internal_value=0 0.000632241 -0.000621625 -0.0531767 0.000864429 -0.00350062 -0.0438015 -0.0179949 0.0182397 -0.00345093 0.0430783 0.00128538 -0.0161937 0.0885988 -0.0167616 0.00798646 0.0219257
internal_weight=0 3685 3636 100 3536 2826 300 254 710 379 331 2526 700 105 317 1826 226
internal_count=3731 3685 3636 100 3536 2826 300 254 710 379 331 2526 700 105 317 1826 226
is_linear=0
shrinkage=0.0995203


Tree=73
num_leaves=10
num_cat=0
split_feature=35 12 11 4 1 8 2 17 29
split_gain=25.7555 23.806 42.4781 47.1877 23.2192 25.8321 19.1699 68.8333 30.5011
threshold=0.055090000000000007 -0.079920000000000005 -0.015740000000000001 0.13279000000000005 -0.53140500000000002 -0.52017999999999998 -0.097424999999999998 -0.10337499999999999 -0.081974999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 7 -7 -8
right_child=-2 2 4 -5 5 6 8 -9 -10
leaf_value=0.064967373138802825 0.073681579596427016 -0.11128574045444733 0.066581861988863941 0.0052890249131153522 -0.068104693873986835 0.026447294357423063 0.062376318937121145 -0.054027199008598828 0.0011812874993235426
leaf_weight=53 46 73 51 65 56 184 83 246 2874
leaf_count=53 46 73 51 65 56 184 83 246 2874
internal_value=0 -0.00124935 -0.00221584 -0.0563714 -7.66641e-05 -0.00106429 4.38991e-05 -0.0195897 0.00289925
internal_weight=0 3685 3632 138 3494 3443 3387 430 2957
internal_count=3731 3685 3632 138 3494 3443 3387 430 2957
is_linear=0
shrinkage=0.0995203


Tree=74
num_leaves=18
num_cat=0
split_feature=26 3 27 36 21 21 1 4 18 4 4 18 9 26 8 20 21
split_gain=24.0381 29.8239 24.1149 25.6745 22.8755 75.6121 40.5217 33.245 110.57 34.1762 48.6142 30.627 49.0151 28.9163 20.0979 13.6404 3.55373
threshold=-0.22971 0.098455000000000029 -0.059829999999999994 0.092765000000000028 -0.016949999999999996 -0.083269999999999997 0.0099250000000000015 0.10724500000000002 -0.025879999999999997 0.10054500000000002 0.086545000000000025 -0.07989499999999998 0.084055000000000032 0.047170000000000011 -0.0083949999999999979 -0.073489999999999986 -0.032929999999999994
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 11 16 9 -9 10 -6 -4 -13 -10 -11 -3 -7
right_child=2 15 3 -5 7 6 -8 8 13 14 -12 12 -14 -15 -16 -17 -18
leaf_value=0.089424179850236984 -0.072031889006011693 0.039681049332196953 -0.040697870932833884 -0.073301139798379808 -0.0022547710088932985 -0.0081391579166212001 -0.12362797620053037 0.17434719405959023 -0.0031840783935731766 -0.097380591877095884 0.055113931330034172 0.11738547391079633 0.00070149919649149762 0.062803648862727407 -0.018172265914255734 -0.036959183215355788 -0.046467672339138164
leaf_weight=65 48 46 68 48 2352 47 80 46 303 54 156 53 109 84 77 46 49
leaf_count=65 48 46 68 48 2352 47 80 46 303 54 156 53 109 84 77 46 49
internal_value=0 0.0378203 -0.00196729 -0.00101325 -1.53689e-05 -0.0222169 -0.0713144 0.00291856 0.0284774 -0.00127476 0.00131329 0.0153497 0.038881 0.0111367 -0.0508293 0.00135204 -0.0277112
internal_weight=0 157 3574 3526 3478 406 176 3072 433 2639 2508 230 162 387 131 92 96
internal_count=3731 157 3574 3526 3478 406 176 3072 433 2639 2508 230 162 387 131 92 96
is_linear=0
shrinkage=0.0995203


Tree=75
num_leaves=12
num_cat=0
split_feature=13 11 11 2 7 4 3 38 6 7 27
split_gain=26.3227 35.9536 57.5153 24.7362 18.8922 36.4879 27.412 77.1687 22.8897 20.5675 28.2564
threshold=0.089715000000000031 -0.15367499999999998 -0.40069499999999997 0.40115000000000006 0.016975000000000004 0.088720000000000021 0.07728500000000002 -0.078989999999999991 0.087075000000000027 -0.080929999999999988 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 8 7 -3 -6 -8 -11
right_child=-2 3 -4 -5 5 -7 9 -9 -10 10 -12
leaf_value=-0.017140002936397204 -0.075081560995758412 0.02087826878277551 0.13772638596031561 -0.054298901598657939 0.033437685063363157 0.076841722379521596 0.066570129308468645 -0.12744578300713166 -0.062092140788861071 0.0018660789520807115 -0.038856430198039402
leaf_weight=47 46 79 48 84 54 90 46 62 46 2950 179
leaf_count=47 46 79 48 84 54 90 46 62 46 2950 179
internal_value=0 0.000669996 0.0610997 -0.000928891 0.000349564 0.0308692 -0.0013989 -0.0443365 -0.0104979 0.000507672 -0.000463263
internal_weight=0 3685 95 3590 3506 190 3316 141 100 3175 3129
internal_count=3731 3685 95 3590 3506 190 3316 141 100 3175 3129
is_linear=0
shrinkage=0.0995203


Tree=76
num_leaves=15
num_cat=0
split_feature=12 38 21 6 20 6 20 0 0 5 6 19 27 21
split_gain=47.4744 46.0127 24.308 23.596 59.9892 46.3797 33.6416 35.4308 42.2452 33.957 42.3517 26.8441 31.2641 22.3393
threshold=-0.079920000000000005 -0.047759999999999997 -0.118135 -0.104035 0.0074100000000000017 -0.050699999999999995 0.047510000000000011 -0.16423499999999999 -0.098180000000000003 -0.49053999999999998 -0.42102499999999998 -0.112555 -1.0000000180025095e-35 0.09865500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 11 -6 9 -8 -9 13 -11 -5 -13 -4
right_child=1 2 3 4 5 -7 7 8 -10 10 -12 12 -14 -15
leaf_value=0.083623106457572302 -0.07852000943353292 0.068187537996535721 0.083500995583667956 0.068481278904724691 -0.010370268276930912 -0.13517208131635822 -0.013380149140589739 0.14669581164514608 0.035493932220263431 -0.070585836259272949 0.013207285979597919 -0.079715244275022593 -0.00031244866774682393 -0.0068285843110642052
leaf_weight=68 73 53 66 55 59 59 59 55 88 98 153 50 2770 46
leaf_count=68 73 53 66 55 59 59 59 55 88 98 153 50 2770 46
internal_value=0 -0.000295345 0.00128582 0.00028902 -0.00323201 -0.0727781 0.0189426 0.0514966 0.0782696 0.000824892 -0.0195055 -0.000377313 -0.00172059 0.0463941
internal_weight=0 3684 3611 3558 2993 118 565 202 143 363 251 2875 2820 112
internal_count=3752 3684 3611 3558 2993 118 565 202 143 363 251 2875 2820 112
is_linear=0
shrinkage=0.0995203


Tree=77
num_leaves=18
num_cat=0
split_feature=12 38 4 18 0 4 0 4 18 6 6 27 20 4 4 5 8
split_gain=38.4953 37.31 21.837 67.5287 38.0879 42.5819 26.0479 25.4289 55.2164 42.9607 30.1077 43.3352 49.5734 23.8755 27.2383 22.0048 20.5808
threshold=-0.079920000000000005 -0.047759999999999997 0.10777500000000002 -0.040349999999999997 -0.12469 0.11995000000000003 -0.072274999999999992 0.095545000000000033 -1.0000000180025095e-35 -0.063485 -0.078305 0.079055000000000028 0.0047950000000000015 0.086825000000000027 0.079355000000000023 -1.0000000180025095e-35 -0.082739999999999994
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 16 -6 10 -9 -10 13 12 -12 14 -3 -8 -5
right_child=1 2 3 4 6 -7 15 8 9 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=0.07530091748930727 -0.070705679521769607 0.018615468665921869 0.12479699773232979 -0.033550283204657 0.081089359204968459 -0.095156522256276771 -0.0094390548150201353 -0.097963582274169139 -0.046435613722919954 0.062659751253804546 0.00015558062499857286 -0.079058665832039771 -0.088800246908791 0.085875907258650325 -0.059851142249428779 0.070334151461781055 0.05773562894297974
leaf_weight=68 73 646 55 51 74 62 134 84 78 66 2033 76 64 48 47 46 47
leaf_count=68 73 646 55 51 74 62 134 84 78 66 2033 76 64 48 47 46 47
internal_value=0 -0.000265974 0.00115781 0.0211893 0.00742304 -0.0306075 0.0313825 -0.001832 -0.0338394 0.00356075 0.000672076 -0.00523488 -0.00255894 0.0179955 0.0132926 0.0109429 0.0102213
internal_weight=0 3684 3611 469 414 160 254 3142 228 144 2914 2173 2097 741 693 180 98
internal_count=3752 3684 3611 469 414 160 254 3142 228 144 2914 2173 2097 741 693 180 98
is_linear=0
shrinkage=0.0995203


Tree=78
num_leaves=11
num_cat=0
split_feature=12 38 30 4 2 2 26 2 29 4
split_gain=31.2145 30.2533 21.1125 27.8418 88.931 34.9499 33.2716 42.9916 20.1753 23.0299
threshold=-0.079920000000000005 -0.047759999999999997 0.11955500000000002 0.10777500000000002 -0.080744999999999997 0.11804000000000002 -0.079559999999999992 0.14153500000000005 -0.082564999999999986 0.077845000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 8 -6 -8 -3 -10
right_child=1 2 -4 4 6 -7 7 -9 9 -11
leaf_value=0.06780695490440071 -0.063669035129949189 0.056641868263996933 -0.061911961969008056 0.11967672146798546 -0.074019438768292534 -0.065001397189545729 0.058755520400857568 -0.017400488781199742 0.0028524248091870729 -0.022112373631590368
leaf_weight=68 73 62 52 81 47 83 131 167 2561 427
leaf_count=68 73 62 52 81 47 83 131 167 2561 427
internal_value=0 -0.000239505 0.00104256 0.00196261 0.0258337 -0.00128293 0.00379866 0.0160747 0.000450778 -0.000714895
internal_weight=0 3684 3611 3559 426 3133 345 298 3050 2988
internal_count=3752 3684 3611 3559 426 3133 345 298 3050 2988
is_linear=0
shrinkage=0.0995203


Tree=79
num_leaves=14
num_cat=0
split_feature=7 10 7 4 0 12 6 8 8 8 6 5 6
split_gain=30.4481 33.4459 36.3072 61.2785 41.2326 45.5332 38.1665 33.9889 34.6043 30.7696 25.4877 18.2325 7.45449
threshold=-0.15564499999999998 0.096215000000000023 0.058415000000000009 0.088720000000000021 -0.13056499999999996 0.090015000000000026 -0.0072949999999999994 0.010485000000000003 0.079450000000000021 -0.0024749999999999998 -0.085064999999999988 -0.47386999999999996 0.086100000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 12 6 7 10 9 -9 -6 11 -2 -4
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=0.070632330378138722 -0.001842014893804998 -0.083674182748316034 0.021445708915049499 0.11618582146682592 0.0015987070708639397 0.10078498444459824 -0.097280372848431468 -0.077894717846682601 -0.0080361209064448522 0.040671270871333855 0.034122638918843658 -0.056763226122201832 -0.035207346234232127
leaf_weight=61 107 47 46 71 2493 46 72 100 236 217 74 136 46
leaf_count=61 107 47 46 71 2493 46 72 100 236 217 74 136 46
internal_value=0 -0.000257703 0.000817972 0.0467249 -0.00133141 0.00251014 -0.0318685 0.00102575 -0.0288298 0.0047277 -0.0170089 -0.0325832 -0.00687192
internal_weight=0 3691 3644 163 3481 3092 389 3046 336 2710 317 243 92
internal_count=3752 3691 3644 163 3481 3092 389 3046 336 2710 317 243 92
is_linear=0
shrinkage=0.0995203


Tree=80
num_leaves=18
num_cat=0
split_feature=7 7 2 17 5 2 17 2 12 8 9 18 19 18 2 17 4
split_gain=32.5517 41.3804 35.9876 24.6007 56.9224 44.3717 42.8386 32.388 27.668 33.6111 25.9098 25.4905 36.2571 30.1825 12.7019 20.1619 9.24195
threshold=0.10421500000000002 0.058975000000000007 -0.15012499999999998 -0.092124999999999999 0.052820000000000013 -0.15012499999999998 -0.049834999999999997 -0.065059999999999993 1.0000000180025095e-35 -0.14546000000000001 -0.089649999999999994 -0.057764999999999997 0.031160000000000004 -0.40801999999999999 -0.082794999999999994 -0.14763999999999997 0.08167000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 5 -5 -6 -8 9 -7 -1 12 13 -12 16 -16 -13
right_child=-2 2 -4 4 6 8 7 -9 -10 -11 11 14 -14 -15 15 -17 -18
leaf_value=0.083032975851197038 -0.076871274361303366 0.0025661199035699684 0.11494682332608325 -0.083617578567050807 -0.13867368059531587 0.047455968790527693 0.010901873691593806 -0.085817386151515643 -0.06811581822922963 -0.0011289643727826705 0.05239209500175538 0.032987047388531456 -0.087080320098667771 -0.0097062667679543736 -0.012198299816957841 0.064385236723289108 0.082593759174818496
leaf_weight=49 54 55 58 64 49 151 80 60 57 2135 97 179 49 386 131 46 47
leaf_count=49 54 55 58 64 49 151 80 60 57 2135 97 179 49 386 131 46 47
internal_value=0 0.000959914 0.0602555 -0.00091148 -0.00599082 -0.001861 -0.0585815 -0.0305434 0.000371862 0.00207992 0.0124881 0.00879018 -0.00551038 0.00276314 0.0276704 0.00770015 0.0433071
internal_weight=0 3693 113 3580 2596 2407 189 140 2343 2286 984 935 532 483 403 177 226
internal_count=3747 3693 113 3580 2596 2407 189 140 2343 2286 984 935 532 483 403 177 226
is_linear=0
shrinkage=0.0995203


Tree=81
num_leaves=12
num_cat=0
split_feature=1 2 4 3 6 21 8 17 10 26 1
split_gain=31.6063 33.1919 46.0123 43.3924 34.7912 24.5634 21.8087 21.2713 40.4836 36.6329 17.7843
threshold=-0.53140500000000002 0.31534000000000012 0.13584500000000002 0.15361500000000003 -0.40707999999999994 -0.118135 -0.020084999999999999 -0.000475 0.07635500000000002 -0.231015 -0.011155
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -3 -2 -4 9 -9 -7 -6
right_child=1 4 6 -5 10 7 -8 8 -10 -11 -12
leaf_value=0.062135610639394323 0.070410637361586287 0.021285740258037061 0.014816928324765473 -0.094604068926953694 -0.040921436442878198 0.087808404584687291 0.10517730997924638 -0.0062469916977189619 -0.075287843596304305 0.0031391567132701926 -0.12846771784946057
leaf_weight=79 48 46 48 49 46 52 59 1288 90 1896 46
leaf_count=79 48 46 48 49 46 52 59 1288 90 1896 46
internal_value=0 -0.00148705 0.000384548 -0.00162408 -0.0493678 -0.000273504 0.0646495 -0.00129385 -0.0107568 0.00539974 -0.0847035
internal_weight=0 3668 3530 3423 138 3374 107 3326 1378 1948 92
internal_count=3747 3668 3530 3423 138 3374 107 3326 1378 1948 92
is_linear=0
shrinkage=0.0995203


Tree=82
num_leaves=11
num_cat=0
split_feature=7 7 2 30 26 11 3 0 21 5
split_gain=27.2502 34.4372 27.7705 20.3538 30.1744 34.7065 23.0929 26.1298 21.9669 17.9886
threshold=0.10421500000000002 0.058975000000000007 -0.15012499999999998 0.097470000000000015 -0.23202999999999999 -0.094829999999999998 0.14530500000000005 0.13167000000000004 0.09266000000000002 -0.39954499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 -6 7 -7 -1 -5
right_child=-2 2 -4 9 5 6 -8 -9 -10 -11
leaf_value=0.10548318572359029 -0.070316492647174891 0.004308636071646727 0.10303157812203648 -0.0075230233922580648 -0.063325683709453268 -0.00190130494904144 0.05457744451079425 0.060456347714776239 0.0082028893016458382 -0.083522893472321086
leaf_weight=46 54 55 58 72 86 3131 77 68 46 54
leaf_count=46 54 55 58 72 86 3131 77 68 46 54
internal_value=0 0.000895153 0.0549879 -0.000812015 0.000620986 -0.000917513 0.000720548 -0.000575534 0.056852 -0.0401009
internal_weight=0 3693 113 3580 3454 3362 3276 3199 92 126
internal_count=3747 3693 113 3580 3454 3362 3276 3199 92 126
is_linear=0
shrinkage=0.0995203


Tree=83
num_leaves=9
num_cat=0
split_feature=1 2 9 2 12 5 5 1
split_gain=25.7512 29.1511 24.3049 41.9291 20.0462 18.9433 56.9532 27.5243
threshold=-0.53140500000000002 0.50951500000000005 -0.147755 0.31534000000000012 0.091760000000000022 0.043850000000000007 0.10942500000000002 -0.021369999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 -4
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=0.056099218772872592 0.05777564030366758 -0.077575504945254878 0.014445724423646063 -0.089296417084414159 0.063096921370960055 -0.059583390592622867 0.00052200539880028704 -0.0061627507031421823
leaf_weight=79 70 49 1181 53 49 205 655 1406
leaf_count=79 70 49 1181 53 49 205 655 1406
internal_value=0 -0.00132883 -0.000296253 -0.00144189 -0.00010976 -0.0010085 -0.0138045 0.00324498
internal_weight=0 3668 3619 3549 3496 3447 860 2587
internal_count=3747 3668 3619 3549 3496 3447 860 2587
is_linear=0
shrinkage=0.0995203


Tree=84
num_leaves=10
num_cat=0
split_feature=18 13 12 3 12 27 19 18 19
split_gain=19.5543 17.3492 29.889 24.6947 61.5472 22.9453 21.8978 45.8923 45.7939
threshold=0.31690500000000005 0.088785000000000017 0.078440000000000024 0.014805000000000004 -0.079920000000000005 0.10758500000000003 0.018075000000000004 0.14330000000000004 0.10671000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5 -8
right_child=-2 -3 -4 5 -6 -7 8 -9 -10
leaf_value=0.040292849689373161 -0.063405561917776618 -0.057704456393181724 0.076972140932057162 -0.0024377776333357627 -0.10600235025055296 -0.049950122077363698 0.060518495933597899 0.068603018538580612 -0.0024555988673346822
leaf_weight=49 48 50 51 2852 68 83 191 93 285
leaf_count=49 48 50 51 2852 68 83 191 93 285
internal_value=0 0.000522777 0.00131586 0.000250047 -0.0447264 0.00175206 0.0030067 -0.000194105 0.0228117
internal_weight=0 3722 3672 3621 117 3504 3421 2945 476
internal_count=3770 3722 3672 3621 117 3504 3421 2945 476
is_linear=0
shrinkage=0.0995203


Tree=85
num_leaves=15
num_cat=0
split_feature=18 21 18 18 17 18 4 17 10 29 4 1 4 18
split_gain=16.1798 55.1652 24.9134 20.4963 44.6653 29.7295 74.6024 22.8457 72.5024 32.2072 27.1554 19.2593 15.9183 2.53693
threshold=-0.41265499999999994 0.11787000000000002 -0.25748499999999996 -0.11533 -0.11491499999999999 -0.094389999999999988 1.0000000180025095e-35 -0.000475 0.091080000000000022 -0.082695000000000005 0.10386500000000003 -0.14806999999999998 0.094995000000000024 -0.10212999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 11 6 13 9 10 -7 -9 -4 -11 -5
right_child=2 -3 3 5 -6 7 -8 8 -10 12 -12 -13 -14 -15
leaf_value=0.10647045396895578 -0.065637982993680552 -0.023940287727052128 -0.037281924514975646 -0.017541128725193245 0.085503996105686153 0.075215152006663163 -0.14223191517872449 -0.012877141969646542 -0.1304270612982264 0.0091515716438700847 0.017299139072308938 0.03944493676449163 -0.020813774770997901 0.010902798526709081
leaf_weight=58 59 72 81 53 85 68 52 1121 47 1342 401 54 202 75
leaf_count=58 59 72 81 53 85 68 52 1121 47 1342 401 54 202 75
internal_value=0 0.0342367 -0.00149434 -0.000437286 0.0289911 -0.00236381 -0.0417113 -0.000137039 -0.00868604 0.00818341 -0.00492609 -0.00658511 0.0052307 -0.000868372
internal_weight=0 130 3640 3581 220 3361 180 3181 1569 1612 1522 135 1544 128
internal_count=3770 130 3640 3581 220 3361 180 3181 1569 1612 1522 135 1544 128
is_linear=0
shrinkage=0.0995203


Tree=86
num_leaves=13
num_cat=0
split_feature=18 27 27 21 3 21 3 18 3 38 9 20
split_gain=15.6734 15.2441 31.3033 21.0186 50.997 36.9668 27.5272 22.5171 21.2624 102.497 22.1045 14.8448
threshold=0.31690500000000005 -0.095019999999999993 -0.01137 -0.016949999999999996 0.12168500000000003 -0.083269999999999997 -0.13947499999999999 -0.07657499999999999 0.014805000000000004 -0.080750000000000002 0.08073000000000001 -0.048779999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -5 -4 9 -8 -10 -7
right_child=-2 2 3 6 -6 11 8 -9 10 -11 -12 -13
leaf_value=0.05249799211306027 -0.056741556603962282 -0.081867841521016366 -0.025030339605418332 0.066139460397225486 -0.11346389611950858 -0.07105530850036762 0.038972108104751838 0.04015776368848329 0.019628434509752837 -0.15272649419432024 -0.00083156912038167717 -0.0022885115979672092
leaf_weight=55 48 46 81 68 51 92 67 149 673 47 2346 47
leaf_count=55 48 46 81 68 51 92 67 149 673 47 2346 47
internal_value=0 0.000492555 -0.000287233 0.000748915 -0.0201831 -0.0072884 0.00349564 0.0171967 0.00213573 -0.0400544 0.00372913 -0.0478091
internal_weight=0 3722 3667 3621 420 369 3201 230 3133 114 3019 139
internal_count=3770 3722 3667 3621 420 369 3201 230 3133 114 3019 139
is_linear=0
shrinkage=0.0995203


Tree=87
num_leaves=17
num_cat=0
split_feature=0 9 4 1 1 9 2 5 29 29 4 0 3 21 5 9
split_gain=15.5534 80.1271 50.4879 38.266 34.3228 54.8316 27.7836 65.9602 31.9716 31.5758 49.5802 38.1268 36.016 30.5066 23.6867 11.7614
threshold=0.042275000000000014 -0.081559999999999994 0.085230000000000014 -0.47779999999999995 -0.215865 -0.16268999999999997 -0.0023849999999999995 0.0047850000000000011 -0.042949999999999995 -0.080524999999999999 0.10252500000000002 -0.027364999999999997 0.079570000000000016 0.10046500000000001 0.62404000000000015 -0.0098899999999999995
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 9 8 -8 10 -7 12 -11 -10 -4 -12
right_child=1 2 14 -5 5 6 7 -9 13 11 15 -13 -14 -15 -16 -17
leaf_value=0.064108578533353694 -0.14282758291218911 0.0018498735958636854 0.078324157901468669 -0.11895952900031902 0.080471035698917878 0.13176904720291785 -0.073014427138748075 -0.12311696662970126 0.018495581636621728 0.084439546630406384 0.042466533174804706 -0.084473119308763528 -0.00083178111365509095 -0.059398375957401717 -0.0026902592617946567 -0.020945472218780865
leaf_weight=85 46 58 73 47 82 46 66 59 253 50 56 53 2604 62 70 60
leaf_count=85 46 58 73 47 82 46 66 59 253 50 56 53 2604 62 70 60
internal_value=0 -0.0221923 0.000180321 -0.0522189 0.00164631 8.037e-05 -0.00191154 -0.0251977 -0.0100322 0.00165943 0.0443381 -0.000894369 0.00077438 0.00316147 0.038661 0.00966017
internal_weight=0 294 248 105 3476 3391 3309 440 381 2869 162 2707 2654 315 143 116
internal_count=3770 294 248 105 3476 3391 3309 440 381 2869 162 2707 2654 315 143 116
is_linear=0
shrinkage=0.0995203


Tree=88
num_leaves=15
num_cat=0
split_feature=7 7 8 0 6 29 0 21 22 12 0 30 29 6
split_gain=18.7047 36.4096 32.8671 27.7383 54.8912 35.898 31.6187 32.6947 28.2912 24.3011 22.1885 26.579 37.3816 17.5285
threshold=0.099030000000000021 0.058975000000000007 -0.099434999999999996 -0.13752999999999999 -0.026384999999999999 -0.080805000000000002 -0.18357499999999999 0.08846500000000003 0.082075000000000023 0.091760000000000022 -0.113275 0.096930000000000016 0.055635000000000011 -0.11345499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 8 -8 -7 10 13 12 -12 -5
right_child=-2 2 -4 9 -6 6 7 -9 -10 -11 11 -13 -14 -15
leaf_value=0.072574891061949073 -0.054528676987263866 0.0034848890587975052 0.11181289801358142 0.092848867573371338 -0.10897323269998799 0.035924666484534358 -0.11692957823759434 -0.016175625060444031 -0.05083772359591341 0.066833287485756662 -0.00033299969273270665 -0.056090931258565617 0.075986240284049836 0.0059484918651253414
leaf_weight=46 61 56 55 46 65 111 55 76 56 57 2877 82 65 46
leaf_count=46 61 56 55 46 65 111 55 76 56 57 2877 82 65 46
internal_value=0 0.00103355 0.0571683 -0.00070574 -0.0250988 -0.00924799 -0.0218811 -0.0584832 0.00682578 0.00243826 0.00126004 -0.000204494 0.00135291 0.0494076
internal_weight=0 3693 111 3582 409 344 298 131 167 3173 3116 3024 2942 92
internal_count=3754 3693 111 3582 409 344 298 131 167 3173 3116 3024 2942 92
is_linear=0
shrinkage=0.0995203


Tree=89
num_leaves=8
num_cat=0
split_feature=13 3 27 20 27 1 8
split_gain=21.052 36.1891 16.2178 18.062 18.0603 14.1106 15.119
threshold=0.089715000000000031 -0.13947499999999999 -0.095019999999999993 0.27420500000000009 -1.0000000180025095e-35 -0.53140500000000002 -0.52813999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.085916572778352338 -0.066069344845728809 0.055000604545575961 -0.058964346388193832 -0.062267852069220538 0.045580369391816707 -0.056872300960644134 0.00056796058047668826
leaf_weight=49 47 52 51 47 68 46 3394
leaf_count=49 47 52 51 47 68 46 3394
internal_value=0 0.000956884 -0.000180953 -0.000976922 -0.000167285 0.000687285 -0.000199899
internal_weight=0 3707 3658 3606 3559 3508 3440
internal_count=3754 3707 3658 3606 3559 3508 3440
is_linear=0
shrinkage=0.0995203


Tree=90
num_leaves=19
num_cat=0
split_feature=4 2 1 29 2 5 1 2 9 9 21 20 1 4 1 8 1 5
split_gain=16.1646 82.008 74.5799 30.2709 25.7695 57.6307 23.1776 20.7766 22.5988 39.8792 46.6038 26.4356 24.9328 33.1797 20.4117 19.9013 41.4442 33.6147
threshold=0.10777500000000002 -0.049174999999999996 0.41897000000000012 -0.085364999999999983 0.11241000000000002 -0.074569999999999984 0.51390500000000017 -0.19220999999999999 -0.0098899999999999995 -0.095574999999999993 0.087235000000000021 -0.23598 -0.44477499999999998 0.079355000000000023 -0.49837999999999999 -0.50270999999999988 -0.034059999999999993 -0.061665000000000005
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 7 -6 15 14 9 -9 -11 -10 -13 -14 -1 -5 -17 -18
right_child=1 3 -4 6 5 -7 -8 8 11 10 -12 12 13 -15 -16 16 17 -19
leaf_value=0.0022796986440846876 0.1661588992543436 -0.070203538653304795 0.0021836426518924961 -0.036666193378542496 0.015140058228537085 -0.12897821361515055 -0.041638107742815955 -0.029550244267827524 -0.072786475089236954 0.13501004426880278 0.017553866652793466 0.051337025654866524 0.0010820735920982964 -0.040260363612005079 -0.084015768999269699 0.097381746002734207 0.029339535813531416 -0.066667922699294724
leaf_weight=51 61 58 50 54 61 50 79 70 51 54 88 89 2401 209 58 67 156 47
leaf_count=51 61 58 50 54 61 50 79 70 51 54 88 89 2401 209 58 67 156 47
internal_value=0 0.0155088 0.0923036 -0.00298018 -0.00266282 -0.0497707 0.00669263 -0.000959857 0.000610161 0.0319187 0.0622261 -0.00180315 -0.00046155 -0.00222818 -0.0436315 0.0184795 0.0295117 0.00710716
internal_weight=0 572 111 461 3182 111 403 3071 2962 212 142 2750 2699 2610 109 324 270 203
internal_count=3754 572 111 461 3182 111 403 3071 2962 212 142 2750 2699 2610 109 324 270 203
is_linear=0
shrinkage=0.0995203


Tree=91
num_leaves=14
num_cat=0
split_feature=13 10 4 8 8 9 7 4 8 4 26 1 9
split_gain=16.7321 28.3291 92.6699 33.2495 22.3574 20.9565 21.1518 24.8531 32.7823 31.2778 76.6285 33.7585 21.0086
threshold=0.089715000000000031 0.080705000000000013 0.10976000000000002 0.097995000000000013 -0.038994999999999995 -0.37999999999999995 -0.074779999999999999 0.13108000000000006 -1.0000000180025095e-35 0.079355000000000023 1.0000000180025095e-35 -0.42149500000000001 -0.040564999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 -7 9 12 11 -11 -8 -9
right_child=-2 2 -4 -5 -6 6 7 8 -10 10 -12 -13 -14
leaf_value=0.064072355457657645 -0.058911333565662444 -0.015369880531888813 0.15460945311050348 -0.070139454551728375 0.077823796162657208 -0.060715105068342379 0.080959240390391679 0.039329189968900322 0.095074325139329827 -0.011726407672192013 -0.1303594791043691 -3.0945244351387271e-05 -0.047751540838919956
leaf_weight=48 47 52 50 48 50 60 52 68 60 533 60 2580 46
leaf_count=48 47 52 50 48 50 60 52 68 60 533 60 2580 46
internal_value=0 0.000843605 0.0372746 -0.00183159 0.0303053 -0.00123378 -0.00214026 -0.00110604 0.0355303 -0.00308295 -0.0237311 0.00156886 0.00418417
internal_weight=0 3707 200 150 102 3507 3459 3399 174 3225 593 2632 114
internal_count=3754 3707 200 150 102 3507 3459 3399 174 3225 593 2632 114
is_linear=0
shrinkage=0.0995203


Tree=92
num_leaves=16
num_cat=0
split_feature=5 1 5 5 0 2 4 2 0 27 10 4 3 1 3
split_gain=19.8851 33.1047 41.0881 40.0907 33.2126 34.5542 32.9886 19.3754 18.816 26.7524 18.3127 14.47 34.479 30.8295 1.26674
threshold=-0.46617999999999998 0.23993500000000004 -0.22999499999999998 -0.39954499999999998 -0.22163999999999998 0.09556000000000002 0.13364000000000004 0.13896000000000006 -0.14909499999999998 -0.038765000000000001 0.016045000000000004 0.10353000000000002 0.11492500000000001 0.2705800000000001 0.095630000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 6 5 -4 -3 11 -6 -10 -11 13 -13 14 -1
right_child=1 3 4 -5 8 -7 -8 -9 9 10 -12 12 -14 -15 -16
leaf_value=0.031623869126021976 0.079748201132927188 -0.065698273207041899 -0.0016377242170398446 -0.12412551403647949 0.046849060147514499 -0.11698761196440036 0.029573622236082849 -0.028458747566620528 -0.065122541627328015 -0.0018545153784656858 0.035304778964280914 0.10103372531608056 0.0092700862650542983 -0.052525185501599646 0.054920295521330764
leaf_weight=47 62 71 53 46 82 50 73 64 64 2727 138 76 87 52 46
leaf_count=47 62 71 53 46 82 50 73 64 64 2727 138 76 87 52 46
internal_value=0 -0.00288756 -0.000473305 -0.0432394 -0.00207079 -0.0576408 -0.017395 0.0213599 -0.00016958 -0.00148619 -6.43573e-05 0.0317144 0.0520606 0.00883688 0.0431557
internal_weight=0 3366 3176 190 3114 103 144 372 3011 2929 2865 308 163 145 93
internal_count=3738 3366 3176 190 3114 103 144 372 3011 2929 2865 308 163 145 93
is_linear=0
shrinkage=0.0995203


Tree=93
num_leaves=10
num_cat=0
split_feature=7 7 26 12 38 7 3 27 3
split_gain=20.3739 32.184 24.6962 23.5083 27.1961 25.0482 25.104 21.1659 16.593
threshold=0.099030000000000021 0.016975000000000004 0.0054200000000000012 -0.079920000000000005 -0.047759999999999997 -0.15564499999999998 0.07728500000000002 1.0000000180025095e-35 0.090595000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 -5 -6 -7 -8 -3
right_child=-2 2 -4 4 5 6 7 -9 -10
leaf_value=0.05788211788502752 -0.056095543519541033 0.036044553977159562 -0.0078806133562511153 -0.066293606197841901 0.067233844830493716 -0.056757761548099063 0.0012147752131806248 -0.030039281497521532 0.11766577357176838
leaf_weight=65 64 52 56 65 52 82 3024 231 47
leaf_count=65 64 52 56 65 52 82 3024 231 47
internal_value=0 0.000542456 0.0449245 -0.00141219 -0.00252827 -0.00130503 -0.00237331 -0.001003 0.0748023
internal_weight=0 3674 155 3519 3454 3389 3337 3255 99
internal_count=3738 3674 155 3519 3454 3389 3337 3255 99
is_linear=0
shrinkage=0.0995203


Tree=94
num_leaves=9
num_cat=0
split_feature=7 7 12 38 7 0 0 29
split_gain=16.5205 28.2342 19.8716 18.401 20.1285 19.8002 27.6376 16.375
threshold=0.099030000000000021 0.073820000000000011 -0.079920000000000005 -0.047759999999999997 -0.15564499999999998 -0.13752999999999999 -0.142265 -0.08070999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -7
right_child=-2 -3 3 4 5 7 -8 -9
leaf_value=0.052391886356779535 -0.050512901700368179 0.055543045499051563 -0.052811498852717846 0.06054272188926605 -0.012328716948811148 -0.040570263628234994 -0.089539828360458887 0.0020673831158837829
leaf_weight=68 64 90 69 52 307 92 54 2942
leaf_count=68 64 90 69 52 307 92 54 2942
internal_value=0 0.000488471 -0.000893811 -0.0019246 -0.000905736 -0.00184716 -0.0238806 0.000774211
internal_weight=0 3674 3584 3516 3447 3395 361 3034
internal_count=3738 3674 3584 3516 3447 3395 361 3034
is_linear=0
shrinkage=0.0995203


Tree=95
num_leaves=16
num_cat=0
split_feature=5 6 3 2 5 0 2 9 7 2 6 6 26 3 1
split_gain=17.2591 54.0595 41.8954 28.3108 25.9841 42.9643 41.8492 25.3631 21.0125 16.7156 24.7729 18.3066 15.5703 11.1853 10.122
threshold=-0.46834999999999999 -0.42102499999999998 -0.13947499999999999 0.40115000000000006 -0.097345000000000001 -0.225295 0.094050000000000022 -0.035004999999999994 0.0061300000000000009 0.13896000000000006 -0.10567 -0.040424999999999996 -1.0000000180025095e-35 0.11896500000000003 0.081675000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 13 -3 4 6 -6 14 -7 9 10 12 -12 -1 -2 -4
right_child=1 2 3 -5 5 7 -8 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.021210517521229256 -0.1078737963882397 0.091910458165617437 0.02474769635691321 -0.06835579798541834 -0.07809386449394988 0.034909688877810471 0.11076455966564951 -0.0042608629478715016 0.079589830251862975 -0.038556615728795915 -0.060212102896278978 0.022240155472370637 0.087933493058028597 -0.040156406820317861 -0.011017643035298667
leaf_weight=84 51 48 210 62 75 175 48 2540 51 56 48 60 59 46 125
leaf_count=84 51 48 210 62 75 175 48 2540 51 56 48 60 59 46 125
internal_value=0 -0.0025473 -0.000383631 -0.00175332 -0.000451656 -0.00378869 0.0238551 -0.00173576 0.0204322 0.010602 0.0215729 -0.0143977 0.0487453 -0.0757689 0.0114
internal_weight=0 3380 3283 3235 3173 2790 383 2715 358 307 251 108 143 97 335
internal_count=3738 3380 3283 3235 3173 2790 383 2715 358 307 251 108 143 97 335
is_linear=0
shrinkage=0.0995203


Tree=96
num_leaves=16
num_cat=0
split_feature=0 21 5 7 1 9 6 18 5 5 21 9 6 18 9
split_gain=15.5835 47.6852 36.7986 36.5968 27.6394 31.358 42.2415 25.6766 23.2924 22.6651 46.8015 53.7563 28.5083 22.4155 16.6444
threshold=0.042275000000000014 0.085190000000000016 0.018455000000000003 -0.230575 -0.215865 -0.089649999999999994 -0.036009999999999993 0.084900000000000017 0.27287000000000011 0.0047850000000000011 -0.064794999999999991 0.08006000000000002 0.15834000000000004 -0.13579499999999997 -0.10165
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 14 8 -4 12 -11 -12 13 -7 -6
right_child=1 -3 7 4 5 9 -8 -9 -10 10 11 -13 -14 -15 -16
leaf_value=0.086304698980357003 -0.082999639100017369 -0.11312628639243395 -0.051313489195506948 0.058088510450572124 0.04236771047015879 0.070423100866123592 0.11620921367546096 0.079199181481741224 0.027584287181012718 0.06307944157288331 -0.10662889306102873 -0.015715249840802446 -0.074463469034868057 0.0023829267157037979 -0.023636338765302582
leaf_weight=51 47 47 63 83 81 49 51 47 90 65 72 612 47 2253 71
leaf_count=51 47 47 63 83 81 49 51 47 90 65 72 612 47 2253 71
internal_value=0 -0.021244 -0.00375696 0.00262872 0.0013674 -5.85433e-05 0.0378339 0.014861 -0.00489769 -0.00254175 -0.0176166 -0.0252863 0.00226466 0.00383158 0.0115315
internal_weight=0 294 247 3435 3384 3301 203 200 153 3098 749 684 2349 2302 152
internal_count=3729 294 247 3435 3384 3301 203 200 153 3098 749 684 2349 2302 152
is_linear=0
shrinkage=0.0995203


Tree=97
num_leaves=20
num_cat=0
split_feature=20 9 5 2 3 9 6 8 10 10 5 20 8 26 9 18 18 26 5
split_gain=14.9111 68.9232 21.4821 50.4681 29.2241 33.6556 33.09 23.7818 21.0864 56.3044 29.3562 22.2449 19.2249 18.5276 48.1413 16.9077 13.3953 12.9019 4.58974
threshold=-0.23803499999999997 0.087515000000000023 0.0047850000000000011 0.10674000000000002 0.089655000000000026 0.088405000000000025 -0.074569999999999984 -0.080724999999999991 0.091080000000000022 0.081075000000000022 -1.0000000180025095e-35 -0.14797999999999997 -0.39070999999999995 -0.080514999999999989 0.084535000000000013 -0.092084999999999986 -0.0010249999999999999 0.090545000000000028 0.10246000000000002
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 5 7 17 18 9 10 11 -2 -5 -8 -15 -9 -13 -6 -4
right_child=2 -3 3 12 6 -7 13 15 -10 -11 -12 16 -14 14 -16 -17 -18 -19 -20
leaf_value=0.12244340256355736 -0.062599562494965746 -0.044469826559039451 -0.07472929782110295 -0.036154439264155319 0.082456453784283554 -0.10864363036855641 -0.048933183670062178 -0.01664368960510695 -0.055866410149029599 0.11497139653309336 0.06063280471878333 0.013048886851076283 -0.12177593387201432 0.082067467739197444 -0.0093040970900606715 0.061021256767986011 -0.0025611646543666168 0.015628275941418402 -0.031970447271533829
leaf_weight=49 52 49 47 53 67 48 79 70 56 46 87 864 51 66 424 46 1472 50 53
leaf_count=49 52 49 47 53 67 48 79 70 56 46 87 864 51 66 424 46 1472 50 53
internal_value=0 0.0389785 -0.000361572 -0.0123312 -0.00512496 -0.0332626 0.00570233 -0.0165075 0.00453373 0.00587575 0.00384778 0.00177864 -0.0781498 -0.00420774 0.00300143 0.0141474 0.00321207 0.0539044 -0.0520753
internal_weight=0 98 3631 1054 950 264 686 216 2577 2521 2475 2388 104 569 490 116 2336 117 100
internal_count=3729 98 3631 1054 950 264 686 216 2577 2521 2475 2388 104 569 490 116 2336 117 100
is_linear=0
shrinkage=0.0995203


Tree=98
num_leaves=17
num_cat=0
split_feature=18 4 4 6 5 4 8 6 11 29 1 4 4 20 1 8
split_gain=14.8123 16.1947 63.1877 33.8142 36.8788 22.8593 27.1933 31.0659 21.8975 18.1113 30.2969 19.571 36.163 32.6292 16.6349 12.5787
threshold=0.31690500000000005 0.11181500000000001 0.11374000000000002 -0.03764 0.062500000000000014 0.13364000000000004 -0.071594999999999992 -0.41910500000000001 -0.08577499999999999 -0.081189999999999998 -0.50954999999999984 0.094995000000000024 0.088720000000000021 -0.049389999999999996 -0.01538 -0.083294999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 5 -5 15 7 -7 -1 14 -11 12 -12 -13 -10 -4
right_child=-2 2 3 4 -6 6 -8 -9 9 10 11 13 -14 -15 -16 -17
leaf_value=-0.069436513563522442 -0.054910648449651607 0.12538221940415728 -0.0080200649935961085 0.12231632709848043 0.0034267299131096598 0.031251819492033664 0.070591450001052519 -0.07268748681286874 -0.0015857704083533789 0.065546203434758768 -0.0024324234631151005 -0.094892127273150495 0.079820439288695269 -0.0088558740512191189 0.078134892113005797 -0.06402709846561204
leaf_weight=46 47 49 78 46 59 68 59 49 49 65 2697 59 54 168 55 81
leaf_count=46 47 49 78 46 59 68 59 49 49 65 2697 59 54 168 55 81
internal_value=0 0.00131396 0.0181797 0.00623933 0.0555195 -0.00920427 0.0155019 -0.0122713 -0.00126873 -0.000272049 -0.00166804 -0.00313539 -0.000817565 -0.0312213 0.0405663 -0.0365571
internal_weight=0 3682 489 440 105 335 176 117 3193 3147 3043 2978 2751 227 104 159
internal_count=3729 3682 489 440 105 335 176 117 3193 3147 3043 2978 2751 227 104 159
is_linear=0
shrinkage=0.0995203


Tree=99
num_leaves=18
num_cat=0
split_feature=18 21 5 5 8 2 18 10 10 27 7 8 18 18 5 8 10
split_gain=13.8352 45.9775 20.3041 32.9086 68.8875 26.2965 21.7672 30.3053 29.8963 19.6203 20.7889 15.9733 36.6442 17.8555 13.1689 12.9458 5.40368
threshold=-0.41265499999999994 0.11787000000000002 0.043850000000000007 0.089620000000000019 -0.066829999999999987 0.11241000000000002 -0.14343999999999998 0.091080000000000022 0.081075000000000022 0.11129500000000002 0.016975000000000004 0.025720000000000003 0.063210000000000016 -0.015440000000000001 0.26473000000000008 -0.078054999999999999 0.085705000000000017
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 15 11 -2 8 9 10 -8 12 13 -5 -13 -4 -16
right_child=2 -3 3 5 -6 -7 7 -9 -10 -11 -12 14 -14 -15 16 -17 -18
leaf_value=0.099346163556843531 0.062265435160864399 -0.020286574827215336 -0.041194104075192181 0.012341342084085726 -0.14937306030361294 -0.062105327990410922 0.0013530813505011629 -0.072364563634386106 0.083170083021752383 -0.057698161403168469 0.041339126669171035 -0.058910836641966467 0.086312022392534271 -0.048345142765149354 0.024318740337502025 0.018525000738516179 -0.02144571458598564
leaf_weight=57 61 72 82 279 51 67 2426 53 46 53 136 61 60 58 47 64 56
leaf_count=57 61 72 82 279 51 67 2426 53 46 53 136 61 60 58 47 64 56
internal_value=0 0.0325681 -0.000602446 -0.0143101 -0.0497987 -0.00317621 0.00347251 0.00215077 0.00363523 0.00223583 0.003476 0.00386021 0.0146548 0.00189435 -0.0222655 -0.0150103 -0.000554956
internal_weight=0 129 3600 825 197 628 2775 2714 2661 2615 2562 561 397 337 164 146 103
internal_count=3729 129 3600 825 197 628 2775 2714 2661 2615 2562 561 397 337 164 146 103
is_linear=0
shrinkage=0.0995203


Tree=100
num_leaves=8
num_cat=0
split_feature=18 12 36 6 36 1 7
split_gain=17.3463 16.3609 13.3789 22.1639 17.7626 17.7214 20.0152
threshold=0.31227500000000008 0.091760000000000022 0.092765000000000028 -0.52821499999999999 0.07989000000000003 0.5126750000000001 -0.080929999999999988
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.068547285161304775 -0.055965715817093011 0.049955282085556607 -0.052236338319891232 0.059736041404482937 0.050502269294355244 -0.060052337330739239 -0.0013398360500964073
leaf_weight=47 54 66 48 54 67 50 3347
leaf_count=47 54 66 48 54 67 50 3347
internal_value=0 0.000851803 -4.49626e-05 0.000657525 -0.000249241 -0.0012348 -0.000369851
internal_weight=0 3679 3613 3565 3518 3451 3401
internal_count=3733 3679 3613 3565 3518 3451 3401
is_linear=0
shrinkage=0.0995203


Tree=101
num_leaves=20
num_cat=0
split_feature=3 2 5 3 5 27 1 3 38 5 4 1 9 2 1 21 26 18 3
split_gain=19.3195 17.6966 34.5893 34.5374 49.0358 46.4384 32.1296 18.2769 70.6419 13.596 82.4679 70.0942 16.9682 18.291 15.6215 27.3115 12.5241 11.6308 4.89036
threshold=-0.13947499999999999 -0.097424999999999998 0.26473000000000008 0.10119000000000002 -0.27157999999999999 1.0000000180025095e-35 -0.49056499999999997 0.080495000000000025 -0.07453499999999999 0.24444000000000005 0.089610000000000009 -0.40145499999999995 -0.16268999999999997 0.25779000000000007 0.073820000000000011 0.12208500000000003 -0.09071499999999999 -0.014319999999999999 -0.012959999999999999
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 16 -4 8 18 11 14 -9 -13 -14 15 -11 -2 -18 -3
right_child=1 7 6 4 -6 -7 -8 9 -10 10 -12 12 13 -15 -16 -17 17 -19 -20
leaf_value=0.047799519419450487 0.056248515665931476 0.038107719441951508 -0.020041117539288285 -0.019669068210151765 -0.16012202592362265 -0.074398601442286841 0.08659168185967353 0.12749658476632245 -0.13332212683154634 0.0087988685959177575 -0.13351814881262769 0.051221421747668756 0.0037752824716061305 -0.043721073899255114 0.057379540420129438 -0.072761044461760849 -0.03921398587164969 0.029094152154799595 -0.0061755712334556501
leaf_weight=82 54 47 62 53 46 84 51 46 47 239 50 72 2471 83 46 49 47 52 52
leaf_count=82 54 47 62 53 46 84 51 46 47 239 50 72 2471 83 46 49 47 52 52
internal_value=0 -0.00104603 -0.019549 -0.0355688 -0.0849384 -0.0149426 0.028078 0.00154829 -0.0328508 0.00319197 -0.0143177 0.00570864 0.00357495 0.00223142 0.00352424 -0.00507481 0.0176945 -0.0033267 0.0148395
internal_weight=0 3651 449 336 99 237 113 3202 146 3056 384 2672 2626 2554 334 288 153 99 99
internal_count=3733 3651 449 336 99 237 113 3202 146 3056 384 2672 2626 2554 334 288 153 99 99
is_linear=0
shrinkage=0.0995203


Tree=102
num_leaves=23
num_cat=0
split_feature=3 2 5 5 4 17 3 17 3 29 3 9 20 1 5 1 20 6 20 5 3 3
split_gain=15.6654 14.3498 28.047 32.9516 56.4194 27.4921 21.6431 24.4726 14.8786 52.7487 14.0702 13.478 32.2327 24.8659 85.2518 33.267 23.2322 19.4653 11.9191 11.7992 12.6477 7.3911
threshold=-0.13947499999999999 -0.097424999999999998 0.26473000000000008 -0.095609999999999987 0.08024000000000002 -0.54892999999999992 0.092395000000000019 -0.088525000000000006 0.079570000000000016 -0.076734999999999984 0.11426500000000002 0.084055000000000032 -0.081030000000000005 -0.0068249999999999995 -0.013944999999999999 -0.50597999999999999 -0.15615999999999999 0.031195000000000007 -0.090514999999999998 -0.085034999999999986 0.09697500000000002 0.10684000000000003
decision_type=2 2 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 6 -4 7 -5 9 -3 -2 12 17 15 -15 -14 -13 18 -10 21 -21 -18
right_child=1 8 5 4 -6 -7 -8 -9 11 -11 -12 16 13 14 -16 -17 19 -19 -20 20 -22 -23
leaf_value=0.043042501424451207 0.0362773479839845 0.014486464765100656 -0.015380845536528385 -0.045042294005714044 -0.1459253949164753 0.084528321760338129 -0.077164152302822864 0.051263747820945192 -0.0011994778056646943 -0.11358188660504288 -0.032058625171731206 -0.070115399957914493 -0.054514108385916547 0.0034176711379508349 -0.13464393472129269 0.032608732645502271 0.018628549698819729 0.09778022007795073 0.053883483653505294 -0.010017909420668459 0.009807780922947899 -0.016132757813744319
leaf_weight=82 74 91 67 56 52 46 55 49 71 49 50 48 50 337 51 329 412 55 86 1104 448 71
leaf_count=82 74 91 67 56 52 46 55 49 71 49 50 48 50 337 51 329 412 55 86 1104 448 71
internal_value=0 -0.000941926 -0.0176037 -0.0320293 -0.0558652 0.0252829 -0.0265905 -9.16752e-05 0.00139421 -0.0303316 0.00871592 0.00284504 0.0124762 0.0029813 -0.0147275 0.0211128 -0.00168118 0.0468242 0.0289681 -6.65999e-05 -0.0042945 0.013517
internal_weight=0 3651 449 336 212 113 160 105 3202 140 124 3062 979 767 388 379 2083 212 157 2035 1552 483
internal_count=3733 3651 449 336 212 113 160 105 3202 140 124 3062 979 767 388 379 2083 212 157 2035 1552 483
is_linear=0
shrinkage=0.0995203


Tree=103
num_leaves=14
num_cat=0
split_feature=35 6 11 0 5 17 17 6 0 8 9 6 4
split_gain=15.3281 14.0852 24.9595 14.6377 44.0337 31.5576 61.3142 15.8204 29.6691 27.0592 31.1928 20.7704 16.653
threshold=1.0000000180025095e-35 -0.52821499999999999 -0.094829999999999998 -0.15137999999999999 -0.0087549999999999989 0.0041300000000000009 -0.069010000000000002 -0.109815 -0.10148 -0.50270999999999988 -0.063329999999999984 -0.14051999999999998 0.13279000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 11 -9 -11 -5 -10
right_child=-2 2 3 7 -6 -7 -8 9 12 10 -12 -13 -14
leaf_value=0.046710350766981247 0.055317075708672017 -0.062153249169823122 0.068154917956861627 0.10110727539900385 -0.10974314995839199 0.043501872382899903 -0.064340290458866356 -0.075864811070059365 -0.014683805953012058 0.041856960163010846 -0.002370291505651617 0.020571828608999563 0.040307131130888241
leaf_weight=61 49 66 47 62 47 88 131 47 187 168 2638 65 77
leaf_count=61 49 66 47 62 47 88 131 47 187 168 2638 65 77
internal_value=0 -0.000713657 -0.00151236 -0.000386935 -0.0209401 -0.00524621 -0.029351 0.0015959 0.0203694 -0.000976694 0.000277378 0.0598948 0.00135212
internal_weight=0 3684 3623 3557 313 266 178 3244 391 2853 2806 127 264
internal_count=3733 3684 3623 3557 313 266 178 3244 391 2853 2806 127 264
is_linear=0
shrinkage=0.0995203


Tree=104
num_leaves=15
num_cat=0
split_feature=3 3 17 19 0 3 19 18 0 3 0 2 9 6
split_gain=16.7856 34.5341 15.6909 17.9765 51.2003 34.8952 20.3729 25.4375 19.1758 19.1564 38.0147 19.1555 13.0577 7.49434
threshold=-0.16443499999999997 -0.025279999999999997 0.53699500000000022 0.11174500000000002 -0.068604999999999985 0.098455000000000029 0.018075000000000004 0.14330000000000004 -0.085794999999999996 0.090765000000000026 -0.076154999999999987 -0.10165999999999999 0.083235000000000017 -0.063485
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -5 7 11 -9 12 -11 -3 -8 -4
right_child=1 2 13 4 -6 -7 9 8 -10 10 -12 -13 -14 -15
leaf_value=-0.057079015548616725 0.07020887942097731 -0.02871255394655892 0.06861960971779546 -0.052656322249269076 -0.11991216271009648 0.039162388897918746 -0.033480421253559531 0.092944300101655872 0.0097507886722899961 0.12750544291818444 0.0080845552387567993 -0.001165773017526964 0.025029100516743417 0.011785793524250229
leaf_weight=50 70 276 46 76 48 89 57 47 66 46 62 2657 112 46
leaf_count=50 70 276 46 76 48 89 57 47 66 46 62 2657 112 46
internal_value=0 0.000972067 -0.00036359 -0.00141951 -0.029447 -0.00312491 0.00037677 -0.00197287 0.0443607 0.0262173 0.0589566 -0.00375825 0.00529027 0.0402116
internal_weight=0 3698 3628 3536 213 165 3323 3046 113 277 108 2933 169 92
internal_count=3748 3698 3628 3536 213 165 3323 3046 113 277 108 2933 169 92
is_linear=0
shrinkage=0.0995203


Tree=105
num_leaves=10
num_cat=0
split_feature=3 3 17 7 10 10 20 27 6
split_gain=13.6108 28.0024 12.7238 17.5866 27.9238 25.3049 17.7133 11.6271 6.07629
threshold=-0.16443499999999997 -0.025279999999999997 0.53699500000000022 0.10421500000000002 0.090150000000000022 0.078340000000000021 0.24030500000000005 0.077515000000000014 -0.063485
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -7 -4
right_child=1 2 8 -5 -6 7 -8 -9 -10
leaf_value=-0.051398500244907677 0.063221676897516371 0.00096298120555949002 0.061790573470451533 -0.06241192948388484 0.068004576057660679 -0.021534509861482195 -0.056506696274664849 -0.084119682968268411 0.010612868007522338
leaf_weight=50 70 3254 46 46 58 76 54 48 46
leaf_count=50 70 3254 46 46 58 76 54 48 46
internal_value=0 0.000875393 -0.000327315 -0.0012782 -0.000472185 -0.00162967 2.45943e-05 -0.0457677 0.0362106
internal_weight=0 3698 3628 3536 3490 3432 3308 124 92
internal_count=3748 3698 3628 3536 3490 3432 3308 124 92
is_linear=0
shrinkage=0.0995203


Tree=106
num_leaves=10
num_cat=0
split_feature=39 38 7 13 30 3 19 10 6
split_gain=11.2001 22.733 17.16 18.6053 13.169 18.5716 19.4636 17.0452 12.5578
threshold=1.0000000180025095e-35 -0.051829999999999994 -0.15564499999999998 0.080720000000000028 0.095355000000000023 0.12651000000000004 0.091360000000000025 0.090150000000000022 -0.11533
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -4 -6
right_child=-2 2 3 -5 8 6 -8 -9 -10
leaf_value=-0.059346759499883342 0.041767737341904712 0.055150868899816165 -0.0015201622380038575 -0.051546071375963398 -0.0020190121306975042 0.036588691990640035 -0.031400206466579067 0.058872713252643226 -0.072388210801441366
leaf_weight=64 63 56 3047 69 54 251 50 47 47
leaf_count=64 63 56 3047 69 54 251 50 47 47
internal_value=0 -0.000551018 0.000487952 -0.000370479 0.000639332 0.00169308 0.0252921 -0.000602487 -0.0347732
internal_weight=0 3685 3621 3565 3496 3395 301 3094 101
internal_count=3748 3685 3621 3565 3496 3395 301 3094 101
is_linear=0
shrinkage=0.0995203


Tree=107
num_leaves=29
num_cat=0
split_feature=4 6 5 17 4 20 20 27 20 0 8 26 0 8 1 27 17 0 26 8 8 5 0 26 8 8 8 26
split_gain=15.468 28.6635 44.9859 59.637 25.4138 55.1062 67.2906 52.9645 26.9555 23.9293 20.3055 18.8742 16.1507 24.3562 22.9661 13.2494 12.6248 33.5785 18.7382 17.6004 13.3267 12.9372 12.6135 11.2594 11.8956 8.85877 8.46933 5.015
threshold=0.10515500000000001 -0.036009999999999993 0.052820000000000013 -0.22965499999999997 0.077430000000000013 -0.080214999999999995 -0.047309999999999998 1.0000000180025095e-35 0.047510000000000011 1.0000000180025095e-35 0.090890000000000012 -0.074359999999999996 -0.13752999999999999 -1.0000000180025095e-35 0.50462500000000021 0.089725000000000013 -0.00265 -0.063914999999999986 -0.23202999999999999 -0.020084999999999999 -0.11061499999999999 -0.067559999999999995 -0.096724999999999992 0.3159550000000001 0.049655000000000012 -1.0000000180025095e-35 -0.088024999999999992 -0.087179999999999994
decision_type=2 2 2 2 2 2 2 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 16 25 -7 8 10 11 -8 15 13 -13 -14 -2 18 19 -1 20 -18 27 -20 24 -24 -6 -22 -21
right_child=1 2 3 -5 5 6 7 -9 -10 -11 -12 12 14 -15 -16 -17 17 -19 22 21 26 -23 23 -25 -26 -27 -28 -29
leaf_value=0.069469358707310844 -0.066177111667335808 0.10151375504740009 0.068230720168151626 -0.076337595798900357 0.068054894246210751 -0.15266697097984247 -0.042554038967225039 -0.095592942594882407 0.05528936414690061 -0.062554558869372182 0.033925339153165326 -0.037851705511995307 0.091000031775055182 0.049578879094637859 0.011498496165246723 0.001483920621536545 0.053034774201002111 -0.066790067642978498 0.042664700043069152 -0.031646709868423176 -0.018362176449130359 -0.067415959914138804 0.003131472974529963 0.050616902514386539 -0.041158064952123985 0.012357193580986168 0.0061382891947009185 0.013848810623929019
leaf_weight=46 46 83 65 50 49 48 128 81 60 53 47 78 63 53 84 76 51 86 83 49 181 63 1288 47 63 67 613 47
leaf_count=46 46 83 65 50 49 48 128 81 60 53 47 78 63 53 84 76 51 86 83 49 181 63 1288 47 63 67 613 47
internal_value=0 0.014089 0.0456756 0.00536781 -0.0027869 -0.0238372 -0.0428739 -0.0261939 -0.00226989 0.000281152 -0.0220092 0.00860894 0.0229315 -0.00247277 0.0455762 -0.0240209 0.00107375 -0.0071073 0.00691406 -0.00199422 0.0037207 -0.0323711 0.00497054 0.00273203 0.00106555 0.0358917 0.000552139 -0.00936434
internal_weight=0 651 198 115 3097 480 364 316 235 453 175 400 278 131 147 122 2617 1090 1527 1004 845 159 1481 1398 1351 116 794 96
internal_count=3748 651 198 115 3097 480 364 316 235 453 175 400 278 131 147 122 2617 1090 1527 1004 845 159 1481 1398 1351 116 794 96
is_linear=0
shrinkage=0.0995203


Tree=108
num_leaves=21
num_cat=0
split_feature=18 21 7 4 10 8 8 0 17 18 0 4 9 8 19 9 17 8 8 4
split_gain=16.8856 31.7968 14.6013 15.3976 63.6178 32.7472 28.617 40.2314 24.3425 29.4494 17.1075 35.9277 74.1671 22.8599 16.3035 20.0899 14.3508 14.0645 12.9355 11.1225
threshold=-0.41265499999999994 0.11787000000000002 0.10421500000000002 0.10722500000000003 0.055760000000000011 -1.0000000180025095e-35 0.010485000000000003 0.042275000000000014 -1.0000000180025095e-35 -0.048605000000000002 -0.051999999999999998 0.08024000000000002 0.08006000000000002 -0.080835000000000004 0.07882500000000002 -0.0098899999999999995 -0.16207999999999997 0.10649000000000002 -0.085289999999999991 0.13062500000000002
decision_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 14 10 8 9 -8 11 18 -13 -12 15 -5 -15 -10 -2 -7
right_child=2 -3 -4 4 -6 19 7 -9 17 -11 13 12 -14 16 -16 -17 -18 -19 -20 -21
leaf_value=0.090415595628183368 0.011559925875329851 -0.011046952478353824 -0.054403582705901975 0.013317898034759607 0.10460904461001906 0.018586054475638734 -0.022777185394564772 -0.087574837605570013 -0.087520535031136215 0.068534520522407577 -0.030050168962401046 -0.012979391234870264 -0.15054673368829974 0.0052282833806101513 -0.067532506221109942 -0.039492453798026246 0.062913112273597666 -0.010909742277617731 -0.0043530236819598785 0.077166039250840604
leaf_weight=57 806 66 51 203 68 72 82 91 47 61 57 223 47 67 48 110 118 48 1359 58
leaf_count=57 806 66 51 203 68 72 82 91 47 61 57 223 47 67 48 110 118 48 1359 58
internal_value=0 0.0359656 -0.0015299 -0.000773275 0.0143933 0.00189741 -0.00359395 -0.0312924 -0.00976923 0.0161682 -0.000189534 -0.0026979 -0.0369294 0.0250462 -0.0135241 -0.00523904 0.0420263 -0.0488206 0.00157077 0.0447281
internal_weight=0 123 3616 3565 559 491 3006 329 238 143 2677 2435 270 242 361 313 185 95 2165 130
internal_count=3739 123 3616 3565 559 491 3006 329 238 143 2677 2435 270 242 361 313 185 95 2165 130
is_linear=0
shrinkage=0.0995203


Tree=109
num_leaves=11
num_cat=0
split_feature=18 21 18 18 8 10 27 7 22 1
split_gain=13.6914 25.7834 11.9395 10.5575 21.549 14.0537 17.7374 22.736 18.4477 6.12845
threshold=-0.41265499999999994 0.11787000000000002 -0.25748499999999996 -0.12881499999999999 -0.083294999999999994 0.09407500000000002 -0.079769999999999994 0.093110000000000012 0.13160500000000006 -0.08616
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 -5 8 -8 -6
right_child=2 -3 3 5 9 -7 7 -9 -10 -11
leaf_value=0.081417418074493722 -0.045780249374093168 -0.009947558052467935 0.08165207257252434 -0.059891766860346647 -0.01471145500477394 -0.052245276148326879 -0.00027271275916088388 0.067115757082511676 -0.063081739572841036 0.029433158540013615
leaf_weight=57 59 66 46 50 80 54 3180 49 47 51
leaf_count=57 59 66 46 50 80 54 3180 49 47 51
internal_value=0 0.0323857 -0.00137769 -0.000640955 0.0230518 -0.00188191 -0.00106398 -0.000165872 -0.00118776 0.00246837
internal_weight=0 123 3616 3557 177 3380 3326 3276 3227 131
internal_count=3739 123 3616 3557 177 3380 3326 3276 3227 131
is_linear=0
shrinkage=0.0995203


Tree=110
num_leaves=14
num_cat=0
split_feature=18 21 5 1 27 1 8 18 13 11 11 30 4
split_gain=11.1014 20.9073 13.5647 45.7377 21.5179 37.429 23.8855 23.5896 19.2469 24.9105 17.577 16.3518 24.1595
threshold=-0.41265499999999994 0.11787000000000002 0.0043900000000000015 0.024780000000000007 0.07784000000000002 -0.53140500000000002 -0.15010999999999999 0.0020050000000000003 0.080720000000000028 -0.15367499999999998 -0.084384999999999988 0.097990000000000022 0.11189500000000001
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 -2 -11 12 -12
right_child=2 -3 3 -5 -6 6 7 -9 -10 10 11 -13 -14
leaf_value=0.073314741115250825 0.069451571309465554 -0.0089575745401422446 0.073088891980738549 -0.10114591997154156 -0.054448795666337722 -0.07309051133250237 -0.010074509862274776 0.040295010585954083 -0.052311055479067822 -0.051809497770730469 0.0019690456876355449 -0.040635499966414607 0.037171434688603823
leaf_weight=57 56 66 62 53 83 51 625 108 62 58 2166 80 212
leaf_count=57 56 66 62 53 83 51 625 108 62 58 2166 80 212
internal_value=0 0.029162 -0.00124063 -0.0112236 -0.00609264 -0.00134751 -0.00723511 -0.00265196 0.0024809 0.00380202 0.00234049 0.00361857 0.0051077
internal_weight=0 123 3616 982 929 846 784 733 2634 2572 2516 2458 2378
internal_count=3739 123 3616 982 929 846 784 733 2634 2572 2516 2458 2378
is_linear=0
shrinkage=0.0995203


Tree=111
num_leaves=26
num_cat=0
split_feature=21 13 21 20 4 1 26 0 0 3 18 0 2 6 3 2 26 2 6 17 26 9 2 6 1
split_gain=10.5253 34.2202 31.3726 26.0217 23.7348 57.4543 23.8416 40.1488 32.1387 22.5469 22.1724 19.5386 42.8509 19.5073 18.0014 15.0746 14.4145 14.2614 12.2637 12.3632 11.8905 10.7958 8.9037 7.90422 5.94853
threshold=0.085855000000000029 0.080720000000000028 0.093175000000000022 0.0074100000000000017 0.11198000000000002 0.27552000000000004 -0.084904999999999994 -0.066264999999999991 0.13167000000000004 0.090835000000000013 -0.064454999999999998 0.0083400000000000019 -0.098809999999999995 0.08463500000000003 0.12389500000000002 -0.045109999999999997 0.084845000000000018 0.14153500000000005 -0.059114999999999994 -0.073689999999999992 -0.019129999999999998 0.085145000000000012 -0.00479 -0.46885499999999997 -0.0086750000000000004
decision_type=2 2 2 2 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 6 -6 7 10 13 16 -1 12 -4 -8 18 -7 21 20 19 -14 -16 -2 24 -17 -11
right_child=2 -3 11 -5 5 15 8 -9 -10 22 -12 -13 14 -15 17 23 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.042075050478800981 0.008247437199301641 -0.084622887534482091 0.086668200665538264 -0.057722417658810955 0.11629856946834444 0.051298595848494846 -0.016177349114751088 -0.11972633517900821 0.077733127308691544 0.067388826664931317 -0.054591036043423836 -0.063321270661205908 0.013161470286050558 0.0046148113270090361 0.014333543984423625 0.010171289513658525 -0.022751802924510817 -0.020702778816574636 -0.051819936850778972 -0.019565022117607144 0.081316560473344984 0.066665573849396573 0.090911831857978312 -0.034919984477165274 0.023301419915812298
leaf_weight=47 87 51 53 81 57 49 710 46 50 53 47 51 173 1206 58 78 86 48 74 337 48 49 53 76 71
leaf_count=47 87 51 53 81 57 49 710 46 50 53 47 51 173 1206 58 78 86 48 74 337 48 49 53 76 71
internal_value=0 -0.00393829 0.00727476 -0.00225633 -0.000357105 0.0280112 -0.00385976 -0.0435405 -0.00103365 0.0302614 -0.00624929 -0.00361698 0.000231445 -0.00308958 -0.00597497 0.00321711 0.00913283 0.024291 -0.0139575 -0.00846208 0.0446732 0.0293012 0.0567569 -0.0120762 0.0421519
internal_weight=0 2498 1241 2447 2366 260 2106 140 1966 399 94 842 791 1916 738 203 222 154 584 510 106 136 177 154 124
internal_count=3739 2498 1241 2447 2366 260 2106 140 1966 399 94 842 791 1916 738 203 222 154 584 510 106 136 177 154 124
is_linear=0
shrinkage=0.0995203


Tree=112
num_leaves=14
num_cat=0
split_feature=39 2 5 12 7 0 26 27 21 1 27 1 2
split_gain=9.46063 15.7208 22.5709 22.1536 14.3376 37.5753 27.7827 18.0829 52.8408 54.3954 21.9006 13.8589 22.1543
threshold=1.0000000180025095e-35 0.40115000000000006 -0.22999499999999998 0.091760000000000022 0.020750000000000005 -0.096724999999999992 0.0054200000000000012 1.0000000180025095e-35 0.087785000000000016 0.41897000000000012 0.093990000000000018 -0.53140500000000002 -0.16099499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 6 -6 11 9 -9 -10 -1 -13
right_child=-2 2 -4 -5 5 -7 -8 8 10 -11 -12 12 -14
leaf_value=0.050204859046318884 0.037773036323058541 0.0036740713831610624 -0.088422084263237069 0.066456109702970292 0.099686359740440947 -0.038030653220475621 0.0033387666299190531 -0.10683389233698364 0.076372855506184043 0.022355558202015291 -0.011769828077192353 -0.047674079358882064 0.0004316086893499455
leaf_weight=53 63 57 49 49 69 60 52 103 46 47 71 98 2919
leaf_count=53 63 57 49 49 69 60 52 103 46 47 71 98 2919
internal_value=0 -0.00112184 -0.038891 3.09777e-07 -0.000925079 0.0263543 0.0582876 -0.00240497 -0.0272467 -0.0663491 0.0228776 -0.000244202 -0.00113072
internal_weight=0 3673 106 3567 3518 181 121 3337 267 150 117 3070 3017
internal_count=3736 3673 106 3567 3518 181 121 3337 267 150 117 3070 3017
is_linear=0
shrinkage=0.0995203


Tree=113
num_leaves=20
num_cat=0
split_feature=3 4 2 3 2 2 17 1 4 5 4 17 1 3 17 5 3 6 5
split_gain=9.16096 12.4407 43.3508 30.0912 26.9583 67.7091 25.1942 15.8376 19.0756 34.1623 33.6743 22.1325 15.7762 15.3743 15.0244 10.5539 18.9963 12.5959 10.9549
threshold=0.18676500000000004 0.10423500000000002 0.11392500000000001 -0.13947499999999999 0.084895000000000012 0.14153500000000005 0.011640000000000003 0.2705800000000001 0.08544000000000003 -0.01504 0.083250000000000018 -0.091869999999999993 0.00039500000000000011 0.14530500000000005 -0.0038549999999999999 -0.49053999999999998 0.11252000000000002 -0.41548999999999997 -0.0042299999999999994
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 14 8 10 12 13 -11 -10 -1 -7 -5 18 -18 -17
right_child=-2 3 -4 4 5 6 -8 -9 9 11 -12 -13 -14 -15 -16 16 17 -19 -20
leaf_value=-0.0012460145316319181 -0.03271732902504506 0.082387419754595154 -0.075916261755236331 0.02804076372029771 0.10926938505935933 -0.017378513681801065 -0.067643251762004628 -0.052247434888390246 0.10973514919873766 0.021521347541835833 -0.082676155524679121 -0.060685650119069963 0.03141216669030527 0.056798018749901258 0.056185810329971615 -0.07394876748973965 -0.024818095718954547 0.043802532400834288 -0.016858648917974298
leaf_weight=2586 85 57 77 49 75 54 46 57 52 110 50 46 50 46 56 72 54 52 62
leaf_count=2586 85 57 77 49 75 54 46 57 52 110 50 46 50 46 56 72 54 52 62
internal_value=0 0.000332437 -0.00218422 0.0137415 0.00621529 0.0315617 -0.00579247 -0.0002896 0.000717468 0.0265638 -0.00176857 -0.00271394 0.0713496 -0.000231255 0.020065 -0.0140415 -0.0226367 0.00883714 -0.0475401
internal_weight=0 3651 3074 577 520 231 156 2997 2940 258 2682 156 102 2632 110 289 240 106 134
internal_count=3736 3651 3074 577 520 231 156 2997 2940 258 2682 156 102 2632 110 289 240 106 134
is_linear=0
shrinkage=0.0995203


Tree=114
num_leaves=13
num_cat=0
split_feature=18 1 27 17 27 7 0 1 27 7 0 0
split_gain=9.24699 10.7506 10.2788 52.2538 42.0221 32.4094 20.6311 22.5575 19.3587 15.6227 11.8313 11.4401
threshold=0.31690500000000005 -0.53140500000000002 0.085910000000000028 0.12374500000000002 0.08913500000000002 0.099030000000000021 -0.042499999999999996 0.41897000000000012 0.079415000000000027 0.020750000000000005 0.024745000000000007 -0.14909499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 8 7 -6 9 10 -3 -11
right_child=-2 2 3 -5 6 -7 -8 -9 -10 11 -12 -13
leaf_value=0.039676444210420089 -0.044722410079352272 0.00049806643564267127 0.080660555823641011 0.11466683180356321 -0.068976647065527433 -0.084222244832233353 0.03431541428974498 0.0076132101890589686 -0.058478369760772038 0.07111569775239307 -0.023292869034244611 0.0033490035626347861
leaf_weight=67 46 2890 51 46 94 47 52 64 57 52 223 47
leaf_count=67 46 2890 51 46 94 47 52 64 57 52 223 47
internal_value=0 0.000175013 -0.00055526 0.016866 -0.000367858 -0.00216839 -0.0200501 -0.0379477 -0.000988409 3.15513e-05 -0.00120594 0.0389519
internal_weight=0 3690 3623 307 261 3316 210 158 3269 3212 3113 99
internal_count=3736 3690 3623 307 261 3316 210 158 3269 3212 3113 99
is_linear=0
shrinkage=0.0995203


Tree=115
num_leaves=13
num_cat=0
split_feature=4 4 3 8 30 0 8 20 1 0 18 7
split_gain=8.59081 13.6812 24.4965 35.326 20.2888 12.571 11.6833 10.712 30.4409 39.9243 19.3018 18.7047
threshold=0.15834500000000004 0.13584500000000002 0.16149500000000003 -0.093384999999999982 0.092515000000000028 0.15834000000000004 -0.061684999999999997 -0.088694999999999982 0.15756500000000004 -0.098180000000000003 0.22074500000000005 0.083320000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 7 -6 8 9 -1 11 -9
right_child=-2 2 -4 -5 6 -7 -8 10 -10 -11 -12 -13
leaf_value=0.092766164156069392 -0.043082416907788884 -0.052382276162219014 0.090063430589549215 0.062027737533270969 -0.012403997659865905 0.048791742383864675 -0.079840781717307199 -0.00022763113794179883 -0.043538736335837144 0.008447302260809645 -0.056115972965367314 -0.060448801883787061
leaf_weight=74 46 55 46 52 53 52 49 2898 70 224 65 52
leaf_count=74 46 55 46 52 53 52 49 2898 70 224 65 52
internal_value=0 0.000192702 0.029329 0.0032112 -0.00106742 0.000231197 -0.0448081 -0.000514984 0.0155141 0.0293883 -0.00247171 -0.00128944
internal_weight=0 3690 153 107 3537 3435 102 3383 368 298 3015 2950
internal_count=3736 3690 153 107 3537 3435 102 3383 368 298 3015 2950
is_linear=0
shrinkage=0.0995203


Tree=116
num_leaves=22
num_cat=0
split_feature=20 9 18 3 0 8 13 3 18 30 9 29 1 1 26 20 20 3 26 17 9
split_gain=10.8631 21.9224 36.1202 26.5469 22.8023 27.2915 18.7388 24.1008 17.4424 18.3739 29.8189 25.7326 18.696 18.3298 15.1773 13.0366 12.6206 9.91271 14.6808 8.93712 3.4752
threshold=-0.080674999999999997 0.083610000000000032 0.087065000000000017 0.086015000000000022 -0.11170000000000001 -0.086154999999999995 0.079700000000000021 -0.018634999999999995 0.22074500000000005 0.081700000000000009 -0.0090649999999999984 -0.036879999999999996 0.50996500000000011 -0.36347499999999994 -0.070694999999999994 -0.20190499999999997 -0.11284499999999999 0.091865000000000016 0.086580000000000032 -1.0000000180025095e-35 0.092605000000000021
decision_type=2 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 19 7 -2 9 10 11 -9 14 -12 -11 -7 -5 18 -17 -6 -19
right_child=6 4 -4 16 5 15 -8 8 -10 12 13 -13 -14 -15 -16 17 -18 20 -20 -21 -22
leaf_value=-0.053039465062554428 0.067634053606884015 -0.067888485739162147 0.098745233620492839 0.066981646609158188 0.024735704193857986 -0.05478963591761165 -0.057759161311969252 0.10366967239249161 -0.055403312606901511 -0.082392514150518459 0.026741021840590715 0.016787662706013132 0.018682534497035042 -0.0047649002817691799 -0.01603851657197668 0.0021905928079361684 0.0055691379882413751 0.043370363107649128 -0.061156211786126222 0.082658009106652663 0.0087478393230160725
leaf_weight=46 49 46 65 63 62 50 60 47 61 72 199 120 53 2259 65 139 70 47 49 46 74
leaf_count=46 49 46 65 63 62 50 60 47 61 72 199 120 53 2259 65 139 70 47 49 46 74
internal_value=0 0.0106445 0.0352014 0.0121222 -0.00103398 0.00554952 -0.00270362 -0.00157399 -0.00275342 -0.00161222 0.000550618 0.0412444 -0.0314979 -0.00221384 -0.0509167 -0.00764418 0.0346654 -1.28131e-05 -0.0143157 0.0494139 0.022203
internal_weight=0 757 244 179 513 467 2985 2925 2876 2815 2625 167 190 2458 137 359 133 309 188 108 121
internal_count=3742 757 244 179 513 467 2985 2925 2876 2815 2625 167 190 2458 137 359 133 309 188 108 121
is_linear=0
shrinkage=0.0995203


Tree=117
num_leaves=12
num_cat=0
split_feature=21 7 12 7 4 3 2 36 30 10 1
split_gain=12.3649 24.7217 16.3874 13.5311 30.1365 18.2371 50.6457 21.859 15.7866 23.6096 4.67853
threshold=-0.14589999999999997 0.10421500000000002 -0.079920000000000005 0.058415000000000009 0.084755000000000025 0.07728500000000002 -0.0056449999999999998 0.085570000000000021 0.095600000000000032 0.090150000000000022 0.091025000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -4 9 -7 -10
right_child=1 -3 3 4 -6 8 -8 -9 10 -11 -12
leaf_value=0.051276450036528302 0.047999760991398327 -0.070144847353911244 -0.041103185805935916 -0.0094520188624010078 0.093223369696817604 -6.3433335151129628e-05 -0.12256586249558422 0.052977088991034989 -0.062614773024150888 0.07174963083281484 -0.019206861297347704
leaf_weight=46 70 50 51 69 48 3170 46 47 46 46 53
leaf_count=46 70 50 51 69 48 3170 46 47 46 46 53
internal_value=0 -0.00064112 0.000311807 -0.000621454 0.0326642 -0.00174757 -0.0364193 0.0040086 -0.000241226 0.00096349 -0.0393845
internal_weight=0 3696 3646 3576 117 3459 144 98 3315 3216 99
internal_count=3742 3696 3646 3576 117 3459 144 98 3315 3216 99
is_linear=0
shrinkage=0.0995203


Tree=118
num_leaves=10
num_cat=0
split_feature=4 12 21 11 1 4 3 2 3
split_gain=10.7822 18.5558 17.5052 15.5432 13.0323 33.1895 23.2969 25.754 21.19
threshold=0.15730000000000002 -0.079920000000000005 -0.13730999999999999 -0.16980999999999999 -0.083899999999999988 0.10739000000000003 0.14940500000000004 0.11804000000000002 0.10850000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 8 7 -6 -5
right_child=-2 2 3 4 6 -7 -8 -9 -10
leaf_value=0.054579484252622344 -0.047887827912426399 0.058753315895971631 -0.053155243740071564 0.0085199630783609308 -0.0027071573437330845 0.069386297876656219 0.0600978137984459 -0.043263052127252705 -0.048226479185435933
leaf_weight=62 46 49 56 794 2359 84 55 166 71
leaf_count=62 46 49 56 794 2359 84 55 166 71
internal_value=0 0.000593317 -0.000327521 -0.00113527 -0.000309558 0.00966198 -0.0039777 -0.00537373 0.00386121
internal_weight=0 3696 3634 3585 3529 949 2580 2525 865
internal_count=3742 3696 3634 3585 3529 949 2580 2525 865
is_linear=0
shrinkage=0.0995203


Tree=119
num_leaves=10
num_cat=0
split_feature=25 25 10 3 3 7 19 0 0
split_gain=9.56392 16.1605 28.2754 17.183 12.4384 30.0713 20.0601 12.9016 12.3021
threshold=0.11199000000000002 0.080510000000000012 0.09501500000000003 -0.13947499999999999 0.090050000000000033 0.062500000000000014 0.11174500000000002 -0.23177499999999998 -0.047634999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 7 8 -6 -5
right_child=-2 -3 -4 4 5 -7 -8 -9 -10
leaf_value=0.05002725019341181 -0.045101145228960714 0.059178188880670529 -0.075269990681177623 -0.0072953351869734654 -0.043008022326397881 0.07493003295820734 -0.062940231021945042 0.0042353337008129649 0.027792587817129934
leaf_weight=69 46 46 49 1317 59 59 61 1929 107
leaf_count=69 46 46 49 1317 59 59 61 1929 107
internal_value=0 0.000558902 -0.000179638 0.000841915 -0.000118723 0.00491126 -0.00705287 0.00283283 -0.00465824
internal_weight=0 3696 3650 3601 3532 2047 1485 1988 1424
internal_count=3742 3696 3650 3601 3532 2047 1485 1988 1424
is_linear=0
shrinkage=0.0995203


Tree=120
num_leaves=10
num_cat=0
split_feature=25 25 10 10 9 27 0 0 27
split_gain=9.14266 10.4863 23.2873 18.1494 25.0322 15.9241 17.7042 26.6131 18.4633
threshold=0.10729000000000002 0.080510000000000012 0.09501500000000003 0.080705000000000013 0.095055000000000014 -0.079769999999999994 -0.047634999999999997 0.042275000000000014 0.11129500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 8 -8 -7
right_child=-2 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.044799657019734859 -0.042324926495980138 0.047602835582067127 -0.066669640443257322 0.074644645518925398 -0.0070185418228510656 -0.00033137667386162143 0.048148536858549189 -0.0040012755970659447 -0.062555926564954997
leaf_weight=76 48 48 50 78 71 2942 188 200 48
leaf_count=76 48 48 50 78 71 2942 188 200 48
internal_value=0 0.0013892 0.000781738 0.00171801 0.0357258 0.000250731 0.00126454 0.0212651 -0.00133057
internal_weight=0 3701 3653 3603 149 3454 3378 388 2990
internal_count=3749 3701 3653 3603 149 3454 3378 388 2990
is_linear=0
shrinkage=0.0995203


Tree=121
num_leaves=14
num_cat=0
split_feature=2 4 2 0 17 18 12 24 8 2 6 0 5
split_gain=11.5658 44.9599 33.4132 19.0886 29.8131 16.1192 12.0321 11.2418 20.4078 27.5195 22.7055 21.2663 11.5401
threshold=-0.14091999999999996 0.11092500000000002 -0.11700999999999999 0.042275000000000014 -0.008069999999999999 -0.01205 1.0000000180025095e-35 0.08841000000000003 -0.42187000000000002 0.13896000000000006 -1.0000000180025095e-35 0.14315500000000003 -0.085034999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -5 7 8 10 11 -4 -10 -11
right_child=2 -3 6 5 -6 -7 -8 -9 9 12 -12 -13 -14
leaf_value=0.065297558645380588 -0.080880642770053579 0.092026955083062509 0.082030218610862002 0.0026303106461160858 -0.024103892825964757 -0.077188990210297292 -0.04588985815980081 -0.04128835273344774 0.00089696801266582059 -0.086511487508891163 -0.0024929499949011883 0.069082084557891582 -0.018170124030223306
leaf_weight=77 51 66 65 55 71 46 55 61 2997 48 61 46 50
leaf_count=77 51 66 65 55 71 46 55 61 2997 48 61 46 50
internal_value=0 0.0189977 -0.000927275 -0.00035612 0.0224035 -0.0337149 0.000277811 0.00104105 0.00183165 0.000256005 0.0411038 0.00192797 -0.0516518
internal_weight=0 315 3434 249 148 101 3383 3328 3267 3141 126 3043 98
internal_count=3749 315 3434 249 148 101 3383 3328 3267 3141 126 3043 98
is_linear=0
shrinkage=0.0995203


Tree=122
num_leaves=14
num_cat=0
split_feature=3 11 4 3 19 1 1 7 30 0 20 6 38
split_gain=9.68049 10.2045 10.9216 8.58314 25.4792 12.6623 14.2289 12.0653 20.2813 10.4926 32.446 15.9666 9.55333
threshold=-0.13947499999999999 -0.094829999999999998 0.13809000000000002 0.090050000000000033 0.11174500000000002 -0.215865 -0.15353499999999998 0.058415000000000009 0.095600000000000032 -0.15034 -0.028439999999999997 -0.109815 -0.080750000000000002
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 9 10 -5 -11 -8
right_child=1 3 -4 7 -6 6 12 -9 -10 11 -12 -13 -14
leaf_value=0.033481982819704485 -0.06637179710458245 0.039533592124599816 -0.0010246233797088096 0.02785167968854884 -0.070227927389662811 -0.058877651580997101 0.041490659037866279 0.044117636463162434 -0.045958683685958651 0.036054652369792717 -0.055512723700368118 0.0046610378901865857 -0.0041974286511935353
leaf_weight=87 47 68 55 86 57 46 47 75 79 179 100 1550 1273
leaf_count=87 47 68 55 86 57 46 47 75 79 179 100 1550 1273
internal_value=0 -0.000106971 -0.0311436 0.000782051 -0.00497408 -0.00237973 -0.00446679 0.00493053 0.00345618 0.00549513 -0.0169635 0.00791163 -0.00257003
internal_weight=0 3662 102 3560 1491 1434 1366 2069 1994 1915 186 1729 1320
internal_count=3749 3662 102 3560 1491 1434 1366 2069 1994 1915 186 1729 1320
is_linear=0
shrinkage=0.0995203


Tree=123
num_leaves=21
num_cat=0
split_feature=26 3 18 26 5 1 5 1 18 4 18 20 5 0 9 0 4 4 5 5
split_gain=8.62939 18.5165 11.9773 11.5613 37.8594 20.4394 29.6711 16.389 20.1695 21.7791 18.1809 20.6521 20.1595 23.3301 17.1728 16.3284 16.0659 14.2212 13.3603 7.71318
threshold=-0.14224499999999998 0.088055000000000022 -1.0000000180025095e-35 -0.077514999999999987 0.049800000000000011 0.0099250000000000015 -0.46244499999999994 -0.085574999999999998 0.15891500000000006 0.10739000000000003 0.15614500000000003 -0.15190499999999998 -0.070260000000000003 -0.16969499999999998 1.0000000180025095e-35 -0.021574999999999997 0.10113500000000002 0.09896000000000002 0.26760500000000004 -0.088174999999999989
decision_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 16 -7 8 9 14 11 -9 15 -14 18 -13 -2 -16 -5 -4
right_child=3 2 19 7 -6 6 -8 10 -10 -11 -12 12 13 -15 17 -17 -18 -19 -20 -21
leaf_value=0.07214204777055884 0.056993489703803094 0.032587329039871028 0.006529893795518423 0.079101408426088426 -0.080527788047941043 0.013277341948788445 -0.092950196560396006 -0.052901628410172367 -0.046679574761171815 0.06636585688384504 0.043509219516406877 0.010532950324317907 -0.080759525874443266 -0.0085207054530985812 0.0095406161878175272 -0.047779766828120504 -0.010267714293539868 -0.045782752928913296 0.012098378488544052 -0.04868319190622751
leaf_weight=51 74 82 55 60 75 60 46 84 51 82 81 973 46 1186 471 50 67 51 58 46
leaf_count=51 74 82 55 60 75 60 46 84 51 82 81 973 46 1186 471 50 67 51 58 46
internal_value=0 0.0191109 0.0043272 -0.000626358 -0.0185996 0.000201185 -0.0328137 0.00118591 0.0138016 0.018075 -0.00284349 -0.00444904 -0.00264379 -0.0112186 0.0118864 0.00768206 0.0250267 0.00413389 0.0461747 -0.0186086
internal_weight=0 234 183 3515 322 247 106 3193 773 722 2420 2339 2255 1232 640 1023 141 522 118 101
internal_count=3749 234 183 3515 322 247 106 3193 773 722 2420 2339 2255 1232 640 1023 141 522 118 101
is_linear=0
shrinkage=0.0995203


Tree=124
num_leaves=11
num_cat=0
split_feature=2 0 12 9 9 9 30 3 7 11
split_gain=10.6726 28.8462 15.4178 13.3082 11.4382 13.8146 20.4997 17.2468 12.0114 11.5644
threshold=0.40115000000000006 -0.054850000000000003 0.091760000000000022 -0.10165 -0.094329999999999997 -0.063329999999999984 0.086455000000000018 0.0040650000000000009 0.082845000000000016 -0.073574999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -6 -7 -9 -8
right_child=1 -3 -4 4 5 7 9 8 -10 -11
leaf_value=0.044880516312457021 0.010933706825176227 -0.090799823833105212 0.05484249612767874 -0.046448300416563976 0.083387155104922853 -0.058210246192640029 -0.021071581958730316 0.00050124390303286275 -0.039796884714727927 0.036767790936453347
leaf_weight=65 69 46 52 53 47 52 70 3151 75 67
leaf_count=65 69 46 52 53 47 52 70 3151 75 67
internal_value=0 -0.0297526 0.00104147 0.000259777 -0.000565125 0.000137068 0.0266719 -0.00135213 -0.000435378 0.00720885
internal_weight=0 115 3632 3580 3515 3462 184 3278 3226 137
internal_count=3747 115 3632 3580 3515 3462 184 3278 3226 137
is_linear=0
shrinkage=0.0995203


Tree=125
num_leaves=24
num_cat=0
split_feature=5 20 2 1 2 17 4 1 11 2 18 18 3 21 1 5 1 2 8 21 9 18 18
split_gain=9.27985 26.4005 29.7878 40.7925 17.411 18.5979 29.8055 18.0259 17.2679 19.7108 12.8595 11.9769 50.7564 16.7557 20.2881 15.4843 40.9714 19.5302 13.9935 20.8917 19.9359 11.4931 8.81935
threshold=0.0047850000000000011 -0.23803499999999997 0.10674000000000002 -0.36347499999999994 0.092170000000000016 -0.39722999999999997 0.08024000000000002 -0.16272499999999998 -0.15948499999999999 -0.16935999999999998 0.089020000000000016 -0.0010249999999999999 0.10038500000000002 -1.0000000180025095e-35 -0.012224999999999998 -0.338115 0.11120500000000003 -0.088554999999999995 -0.089304999999999995 0.09865500000000002 -0.040564999999999997 -0.034774999999999993 -0.10082999999999999
decision_type=2 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 10 7 -7 -1 -10 21 12 13 14 -11 18 17 -17 20 -20 -13 -3 -15
right_child=1 2 3 -5 -6 6 -8 -9 9 11 -12 15 -14 22 -16 16 -18 -19 19 -21 -22 -23 -24
leaf_value=0.05205103502413469 0.066202524021466383 0.00044252636375224593 -0.0052618214464360399 -0.13002513186360862 0.048071787989370708 0.04110914409737209 -0.080611992358330747 -0.021798270425667288 -0.061221980379995114 0.022542959934688266 -0.043939030966991838 0.03468328992491259 0.11047079449504833 -0.027881223645220776 -0.038614360870634495 -0.047756789137218279 -0.10074321086773549 -0.00040694989648864361 0.040429094629231825 -0.028523874230939088 -0.032967842553966092 0.037493044877847478 0.017191040175397135
leaf_weight=70 46 328 58 47 57 54 76 274 48 84 49 68 49 46 149 95 46 940 224 54 118 111 656
leaf_count=70 46 328 58 47 57 54 76 274 48 84 49 68 49 46 149 95 46 940 224 54 118 111 656
internal_value=0 -0.00759602 -0.0108176 -0.0611161 -0.00525158 -0.00865994 -0.0244538 -0.0114391 0.00327951 0.00195439 0.00441365 0.00315379 0.0117357 0.00656046 -0.0165627 -0.00231144 -0.00883928 -0.00475386 0.012895 0.0270324 -0.00823077 0.00981252 0.0142364
internal_weight=0 1100 1054 105 949 892 404 328 2647 2577 488 2529 984 935 233 1545 1081 1035 464 278 186 439 702
internal_count=3747 1100 1054 105 949 892 404 328 2647 2577 488 2529 984 935 233 1545 1081 1035 464 278 186 439 702
is_linear=0
shrinkage=0.0995203


Tree=126
num_leaves=15
num_cat=0
split_feature=27 7 27 7 27 20 1 9 3 3 17 3 19 1
split_gain=8.84993 31.5836 30.7144 27.9402 22.9822 11.9255 17.2986 10.3359 11.0427 17.0822 18.1532 14.421 23.484 21.8602
threshold=0.085910000000000028 0.099030000000000021 0.079415000000000027 0.051600000000000014 0.091025000000000009 -0.053499999999999999 0.42491000000000007 0.14318500000000003 0.096510000000000026 0.09587500000000003 0.052150000000000009 0.10648500000000002 0.092740000000000031 -0.10771499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -2 -6 -7 8 9 10 -1 12 -10 -13
right_child=3 -3 -4 -5 5 6 -8 -9 11 -11 -12 13 -14 -15
leaf_value=0.0036939328692337558 0.054384824914593934 -0.080718987840326439 -0.071418501001558721 0.087702157949089268 0.023196211822689303 -0.067668042984453086 0.0024368835787882417 -0.04582458188170313 0.014634223246610609 -0.062574464558929635 -0.018771091777098514 -0.035134863194297178 0.082041733585151475 0.0092311824755285741
leaf_weight=1616 67 49 59 46 63 63 78 46 349 46 457 134 60 614
leaf_count=1616 67 49 59 46 63 63 78 46 349 46 457 134 60 614
internal_value=0 -0.00139224 -0.000242332 0.0159876 0.00381164 -0.0127942 -0.0288808 0.00102154 0.00167958 -0.00258963 -0.00125816 0.00949917 0.0245249 0.00128216
internal_weight=0 3430 3381 317 271 204 141 3322 3276 2119 2073 1157 409 748
internal_count=3747 3430 3381 317 271 204 141 3322 3276 2119 2073 1157 409 748
is_linear=0
shrinkage=0.0995203


Tree=127
num_leaves=12
num_cat=0
split_feature=2 0 10 0 10 0 0 0 2 3 5
split_gain=7.98169 21.4962 12.6973 41.2121 23.4652 10.4085 14.7331 42.644 32.6763 14.2052 10.5671
threshold=0.40115000000000006 -0.054850000000000003 0.080705000000000013 -0.074094999999999994 0.087870000000000018 0.15834000000000004 0.042275000000000014 -0.0083449999999999983 0.0049750000000000011 0.014805000000000004 0.040570000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 7 9 -8 -1 -11
right_child=1 -3 3 4 -6 -7 8 -9 -10 10 -12
leaf_value=-0.04050060740104696 0.0093781952818335849 -0.078441989682299387 0.075150898289686782 0.037291940888370283 -0.05096157604882931 0.041971245493780798 -0.080865318948275422 0.081811988650134587 0.015990907149182616 0.0026789827923081031 -0.011492980140615212
leaf_weight=90 69 46 91 52 70 56 70 62 68 2408 665
leaf_count=90 69 46 91 52 70 56 70 62 68 2408 665
internal_value=0 -0.0257428 0.000887685 0.0244629 -0.0133386 -0.000580788 -0.0012896 7.27536e-05 -0.0331331 -0.00152921 -0.000387577
internal_weight=0 115 3632 213 122 3419 3363 3225 138 3163 3073
internal_count=3747 115 3632 213 122 3419 3363 3225 138 3163 3073
is_linear=0
shrinkage=0.0995203


Tree=128
num_leaves=20
num_cat=0
split_feature=6 6 11 4 6 4 2 2 4 3 26 2 2 17 4 17 30 4 9
split_gain=9.47409 32.1667 25.9196 14.6647 25.3842 14.0887 29.4679 28.2426 25.9045 25.6077 16.3234 15.4841 13.7217 20.1577 36.4952 18.2325 16.0721 24.9293 9.27679
threshold=-0.25061999999999995 -0.23069499999999998 -0.085504999999999984 0.13312000000000004 -0.47103 0.10515500000000001 -0.049174999999999996 0.11392500000000001 0.11198000000000002 0.14166500000000004 -0.080514999999999989 0.14685000000000001 -0.093109999999999984 -0.10337499999999999 0.08167000000000002 -0.43873000000000001 0.084845000000000018 0.094995000000000024 -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 -2 -1 4 -4 7 8 12 -7 10 -8 -12 13 15 -15 -3 17 -14 -5
right_child=1 5 3 18 -6 6 9 -9 -10 -11 11 -13 16 14 -16 -17 -18 -19 -20
leaf_value=-0.083342978570098508 0.083377665809592702 -0.016560805781280628 0.021871911825214817 -0.0071912563077572338 -0.071451336711722171 0.013631143112333837 -0.029049667085523354 -0.061826821393946213 0.11814074633618564 -0.047893637356550146 0.061333878811596604 0.0020000769646858932 0.0017661456157781132 -0.017704214042649692 -0.11575976652976046 0.043253732607874525 0.045634923424635279 -0.069245588676515743 0.053145083198782563
leaf_weight=50 46 143 54 49 62 47 54 78 47 76 93 82 2362 188 47 78 80 50 52
leaf_count=50 46 143 54 49 62 47 54 78 47 76 93 82 2362 188 47 78 80 50 52
internal_value=0 0.000709382 -0.0187449 -0.00385672 -0.0280007 -0.00040067 0.0171768 -0.00271866 0.0658947 0.00215947 0.0187746 0.0335364 -0.00115446 -0.017027 -0.0373188 0.00454651 0.00174966 0.000293754 0.0238649
internal_weight=0 3471 267 217 116 3425 399 3026 94 305 229 175 2948 456 235 221 2492 2412 101
internal_count=3738 3471 267 217 116 3425 399 3026 94 305 229 175 2948 456 235 221 2492 2412 101
is_linear=0
shrinkage=0.0995203


Tree=129
num_leaves=12
num_cat=0
split_feature=17 6 5 6 2 12 5 27 3 27 3
split_gain=9.4667 9.8381 25.177 21.2763 26.6525 16.3032 13.4911 12.8617 17.5954 18.2796 10.3454
threshold=0.5567700000000001 -0.25061999999999995 -0.40939500000000001 -0.18498499999999998 -0.071344999999999992 0.082870000000000013 -0.49053999999999998 -0.038765000000000001 -1.0000000180025095e-35 0.10630500000000002 0.12651000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 7 -1 -5 -9 -10 -8
right_child=-2 3 -4 5 -6 -7 10 8 9 -11 -12
leaf_value=0.03068402912861282 0.034628685591552945 0.098847329015711194 -0.086726403637096369 -0.041458502653588379 -0.0026224034489287385 -0.060108915564387987 -0.045969921339246975 0.050591341965210312 0.00045961941103185171 -0.056422524605037147 0.0065925265062306065
leaf_weight=69 74 48 46 74 55 46 83 68 3051 57 67
leaf_count=69 74 48 46 74 55 46 83 68 3051 57 67
internal_value=0 -0.00132426 -0.0197932 0.000115413 0.0446565 -0.00127625 -0.00573045 -0.000443288 0.000512099 -0.000583323 -0.0224866
internal_weight=0 3664 265 3399 103 3296 219 3250 3176 3108 150
internal_count=3738 3664 265 3399 103 3296 219 3250 3176 3108 150
is_linear=0
shrinkage=0.0995203


Tree=130
num_leaves=8
num_cat=0
split_feature=17 18 7 9 2 3 3
split_gain=7.67621 16.7377 9.50245 14.8705 18.5349 12.7832 10.8722
threshold=0.5567700000000001 0.31227500000000008 0.097640000000000018 -0.37999999999999995 0.31534000000000012 -0.13947499999999999 0.0040650000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.048565721222693439 0.031182431137634862 -0.06020000912601961 -0.038738333183231249 0.045303594616061461 -0.047071153888658956 -0.031820004908455102 0.00071832540872082088
leaf_weight=62 74 47 63 62 83 105 3242
leaf_count=62 74 47 63 62 83 105 3242
internal_value=0 -0.00119247 -0.000425489 0.000253434 -0.000604111 0.000526997 -0.000302203
internal_weight=0 3664 3617 3554 3492 3409 3347
internal_count=3738 3664 3617 3554 3492 3409 3347
is_linear=0
shrinkage=0.0995203


Tree=131
num_leaves=20
num_cat=0
split_feature=1 4 19 10 1 26 29 4 4 1 29 0 4 27 1 17 6 1 1
split_gain=9.49751 23.2886 25.5106 20.2269 18.3449 16.5747 20.2012 15.0777 12.7991 19.0564 18.9693 11.2884 27.0464 10.6424 17.4222 35.7798 13.3613 10.6142 9.75848
threshold=0.2705800000000001 0.10787500000000001 0.082240000000000021 0.076235000000000011 -0.048734999999999994 -0.074359999999999996 -0.081794999999999993 0.11849500000000003 0.10054500000000002 -0.14482999999999999 -0.078484999999999985 -0.12469 0.11338500000000003 -0.038765000000000001 -0.50158499999999984 -0.11741999999999998 0.13734500000000002 -0.0021099999999999995 0.51390500000000017
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 5 7 6 -2 -3 10 -10 -1 12 -7 -12 15 -15 -16 -6 -13
right_child=3 2 -4 -5 17 11 -8 -9 9 -11 13 18 -14 14 16 -17 -18 -19 -20
leaf_value=0.04684857320598123 0.0029049295480577941 0.11970588074750031 -0.026708201758465215 -0.066659183860926466 -0.0080196352199807704 0.027687608762785608 -0.08710619767745012 0.039523124119500534 0.0028864295586533435 -0.070590171948426872 -0.044490423828373371 0.052223375840435744 -0.064996174085216893 -0.021678938825859331 -0.00060121166220276749 0.095760529086337684 -0.04214651443573484 0.054679261165786086 -0.0055985825198355691
leaf_weight=84 52 46 61 63 62 72 47 47 77 64 55 75 55 49 2602 54 79 47 47
leaf_count=84 52 46 61 63 62 72 47 47 77 64 55 75 55 49 2602 54 79 47 47
internal_value=0 0.00126649 0.0296866 -0.0147692 0.0467207 -0.00537294 -0.0398194 0.0791923 -0.0011727 -0.0304589 0.000239728 0.00831936 -0.0124446 -0.00113904 -0.000282307 0.0398833 -0.00182572 0.0190082 0.029941
internal_weight=0 3327 263 411 202 348 99 93 3064 141 2923 249 127 2839 2784 103 2681 109 122
internal_count=3738 3327 263 411 202 348 99 93 3064 141 2923 249 127 2839 2784 103 2681 109 122
is_linear=0
shrinkage=0.0995203


Tree=132
num_leaves=14
num_cat=0
split_feature=12 38 21 9 21 3 3 3 3 4 17 6 5
split_gain=20.409 11.5447 9.70235 17.1704 16.2148 19.0604 20.705 18.4845 12.6484 26.6396 21.1459 7.78724 3.1903
threshold=-0.079920000000000005 -0.051829999999999994 -0.085204999999999989 0.084055000000000032 -0.016949999999999996 0.11225500000000002 0.097255000000000022 -0.13947499999999999 0.090050000000000033 0.076855000000000021 0.41106500000000007 -0.0083399999999999985 -0.02504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 12 -6 9 -9 -10 -5 -4
right_child=1 2 4 11 7 -7 -8 8 10 -11 -12 -13 -14
leaf_value=0.056350904982207725 -0.041153215488000536 0.059750657390797414 -0.055328474333104671 -0.029452803301348657 0.051758039623503185 -0.078565575666342993 0.034466330302081793 -0.0014537225673385465 0.0019768969113714888 -0.043258641898876904 0.036768697977616401 0.024244118682622436 -0.022253464476639354
leaf_weight=65 66 75 46 53 71 52 66 1062 1672 176 193 54 78
leaf_count=65 66 75 46 53 71 52 66 1062 1672 176 193 54 78
internal_value=0 9.26297e-05 0.000849452 0.0232389 -0.000343191 -0.0251749 -0.0105584 0.00154984 0.000400753 -0.00739757 0.00557778 -0.00234577 -0.0345298
internal_weight=0 3664 3598 182 3416 242 190 3174 3103 1238 1865 107 124
internal_count=3729 3664 3598 182 3416 242 190 3174 3103 1238 1865 107 124
is_linear=0
shrinkage=0.0995203


Tree=133
num_leaves=10
num_cat=0
split_feature=7 10 3 0 3 1 9 6 11
split_gain=14.1872 20.2491 14.9919 11.0695 16.534 13.2888 17.7178 41.9217 16.3466
threshold=-0.15564499999999998 0.09501500000000003 -0.13947499999999999 0.12461500000000002 0.10636500000000003 -0.50763499999999995 -0.063329999999999984 -0.023004999999999998 -0.085924999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 7 -7 -8
right_child=1 -3 3 4 -6 6 8 -9 -10
leaf_value=0.048968919284207303 0.046017677053502626 -0.0620897978136664 -0.038571944713461918 0.067629479036351609 -0.010878110553092821 0.0037193493786418829 -0.060971963012747252 0.093984734540182913 -0.0011923794944094228
leaf_weight=60 72 51 90 58 49 236 46 65 3002
leaf_count=60 72 51 90 58 49 236 46 65 3002
internal_value=0 0.000181413 0.00105943 0.000146338 0.0316698 -0.000834235 0.000179673 0.0232146 -0.00209483
internal_weight=0 3669 3618 3546 107 3439 3349 301 3048
internal_count=3729 3669 3618 3546 107 3439 3349 301 3048
is_linear=0
shrinkage=0.0995203


Tree=134
num_leaves=12
num_cat=0
split_feature=12 11 3 2 1 17 29 26 3 0 6
split_gain=16.8484 13.821 9.97116 24.376 13.4454 36.1627 20.8624 20.3397 15.6254 11.9153 2.56168
threshold=-0.079920000000000005 -0.16980999999999999 0.14940500000000004 0.40115000000000006 -0.083899999999999988 0.12088500000000003 -0.081189999999999998 -0.08274999999999999 0.07728500000000002 -0.098180000000000003 -0.040424999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 9 -3 -8 -6 -4
right_child=1 2 10 -5 6 -7 8 -9 -10 -11 -12
leaf_value=0.051094984720219019 -0.043192958892341121 -0.04030805825819133 0.049801444704602731 -0.064554391874591582 0.072168796574793095 0.078117665266563288 -0.052298268835672936 0.010785643102029924 -0.0032018517980712518 0.0045777810371858737 0.016552733891956269
leaf_weight=65 72 86 46 57 56 74 66 751 2362 48 46
leaf_count=65 72 86 46 57 56 74 66 751 2362 48 46
internal_value=0 -2.03613e-05 0.000844786 -5.09225e-06 0.00106331 0.0114317 -0.00266685 0.00553489 -0.00453677 0.0409808 0.033186
internal_weight=0 3664 3592 3500 3443 911 2532 837 2428 104 92
internal_count=3729 3664 3592 3500 3443 911 2532 837 2428 104 92
is_linear=0
shrinkage=0.0995203


Tree=135
num_leaves=11
num_cat=0
split_feature=12 11 12 3 11 9 18 29 20 3
split_gain=13.6618 11.207 11.3144 14.6791 25.9655 11.3402 28.944 27.6191 16.1506 11.1801
threshold=-0.079920000000000005 -0.16980999999999999 0.091760000000000022 0.014805000000000004 -0.079924999999999982 0.084535000000000013 0.11835500000000003 -0.082564999999999986 -0.20190499999999997 0.14314000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -5 -7 -10
right_child=1 2 -4 5 -6 8 -8 -9 9 -11
leaf_value=0.046010001662884617 -0.038894385493383685 0.012788908021725835 0.04290611802602623 0.077827352623154378 -0.090184379218954572 -0.058340379557675896 0.06689416551288048 0.0013409907458956558 -0.0027328744527558356 0.046324520237539156
leaf_weight=65 72 49 62 49 48 51 80 1023 2183 47
leaf_count=65 72 49 62 49 48 51 80 1023 2183 47
internal_value=0 -1.82905e-05 0.000760736 2.02727e-05 -0.0381585 0.00109926 0.00914805 0.00483787 -0.00296535 -0.00169856
internal_weight=0 3664 3592 3530 97 3433 1152 1072 2281 2230
internal_count=3729 3664 3592 3530 97 3433 1152 1072 2281 2230
is_linear=0
shrinkage=0.0995203


Tree=136
num_leaves=19
num_cat=0
split_feature=0 5 8 4 1 0 2 6 20 7 7 4 3 8 8 2 4 27
split_gain=9.6397 32.1578 20.2871 33.8675 18.9323 16.0844 65.7797 45.161 29.8429 26.7034 14.5855 19.5809 13.7153 11.8613 11.098 10.1297 8.91819 7.98807
threshold=-0.15137999999999999 -0.0087549999999999989 -0.084554999999999991 0.10386500000000003 0.0065600000000000007 -0.105055 -0.13088999999999998 -0.0026549999999999998 -0.037429999999999998 0.064410000000000009 -0.009689999999999999 0.14367000000000005 -0.086889999999999995 -0.085165000000000005 -0.086995000000000003 -0.075429999999999983 0.09717000000000002 0.079415000000000027
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 -4 6 -2 8 15 10 -7 12 -12 -14 -10 -8 -17 -1
right_child=5 -3 3 -5 -6 9 7 -9 14 -11 11 -13 13 -15 -16 16 -18 -19
leaf_value=-0.013010580801351717 0.12593601030586893 -0.092676831938465376 0.023876902371499625 0.07647611856801563 -0.054230660846466661 -0.054216394296651038 -0.040934486408546973 -0.076932119174036667 0.090764988608574987 -0.073142844959246861 -0.050182816079366949 0.060463395250172122 0.010745696726385597 -0.0033353877418929993 0.026291812671182822 0.042908060529704369 -0.018072398627074861 -0.069078272253243186
leaf_weight=53 51 47 63 61 60 48 55 56 59 50 53 54 849 1961 48 48 47 48
leaf_count=53 51 47 63 61 60 48 55 56 59 50 53 54 849 1961 48 48 47 48
internal_value=0 -0.0164051 -0.00382411 0.0158448 -0.0142177 0.00136639 0.0211277 0.00404764 0.0216962 -0.00101911 0.000196867 0.00109253 -2.69962e-05 0.000918713 0.0618501 -0.00694142 0.0127302 -0.0396647
internal_weight=0 332 285 184 123 3379 364 313 257 3015 2965 2917 2863 2810 107 150 95 101
internal_count=3711 332 285 184 123 3379 364 313 257 3015 2965 2917 2863 2810 107 150 95 101
is_linear=0
shrinkage=0.0995203


Tree=137
num_leaves=22
num_cat=0
split_feature=20 10 1 2 0 5 21 6 3 3 19 17 29 17 2 6 17 4 6 21 0
split_gain=9.7305 22.0197 22.3876 32.5853 18.9682 75.7533 13.3585 12.5879 22.5588 19.9554 30.7448 30.0869 18.2939 17.2054 16.3517 14.1894 11.3167 9.68648 16.9285 18.2734 9.15602
threshold=-0.080754999999999993 0.077415000000000025 0.23993500000000004 0.091030000000000014 -0.225295 -0.097345000000000001 -0.085369999999999988 0.016740000000000005 0.081685000000000021 0.089810000000000015 0.10883000000000002 0.41435500000000008 -0.078484999999999985 0.03851000000000001 -0.050194999999999997 -0.074054999999999996 0.08741500000000002 0.10290000000000002 -0.011749999999999998 -0.026109999999999998 -0.091770000000000004
decision_type=2 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 17 5 -2 -6 9 -9 10 12 15 -8 14 -10 -11 -15 18 20 -20 -1
right_child=4 -3 -4 -5 6 -7 7 8 13 11 -12 -13 -14 16 -16 -17 -18 -19 19 -21 -22
leaf_value=-0.0053023773679435659 0.031212159191960714 0.070601149119552148 -0.055145789616021935 0.074018875540057358 0.046630398805448274 -0.12289207552513959 0.029936643760687214 0.070616434684885043 0.0070110941562533807 0.00526509499388039 -0.099121776089862487 0.05927679670844286 -0.027212246964824542 -0.037827410009359269 0.067979415869187931 -0.018772881732990378 -0.0023695796333918061 -0.037624334367153699 0.014765695087112295 -0.050707088273318809 0.030566868282016137
leaf_weight=101 68 55 56 71 57 59 68 50 826 532 51 76 301 138 46 448 252 54 82 87 233
leaf_count=101 68 55 56 71 57 59 68 50 826 532 51 76 301 138 46 448 252 54 82 87 233
internal_value=0 0.0100183 0.00514566 0.0105233 -0.00274249 -0.0403731 -0.00106238 -0.00203774 0.00505467 -0.00834266 -0.0266914 -0.00104408 -0.0166785 0.00245648 0.0102283 -0.00572286 -0.0149183 0.00242811 0.0067296 -0.0189344 0.0197177
internal_weight=0 739 684 628 2972 127 2845 2788 1312 1476 420 1056 369 1262 872 980 390 557 503 169 334
internal_count=3711 739 684 628 2972 127 2845 2788 1312 1476 420 1056 369 1262 872 980 390 557 503 169 334
is_linear=0
shrinkage=0.0995203


Tree=138
num_leaves=10
num_cat=0
split_feature=13 3 3 12 9 2 4 3 8
split_gain=9.65884 27.058 12.8355 12.6454 12.1838 10.098 11.0375 15.0459 10.3508
threshold=0.089715000000000031 -0.13947499999999999 1.0000000180025095e-35 -0.0095549999999999993 -0.37999999999999995 0.31534000000000012 0.12577000000000002 0.15361500000000003 -0.045194999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 -6 -8
right_child=-2 2 4 -5 5 -7 8 -9 -10
leaf_value=0.07623453011582404 -0.045500822004762354 -0.00074789037353760782 0.051268992825971402 -0.074164807794519158 0.00016624799775085902 -0.03546116864841848 0.00079034786615628661 -0.055400393253430255 0.053799058180211252
leaf_weight=46 46 47 46 46 3206 79 73 49 73
leaf_count=46 46 47 46 46 3206 79 73 49 73
internal_value=0 0.000387557 -0.000576285 -0.0370705 0.000386035 -0.000286321 0.000530496 -0.000669988 0.0273003
internal_weight=0 3665 3619 93 3526 3480 3401 3255 146
internal_count=3711 3665 3619 93 3526 3480 3401 3255 146
is_linear=0
shrinkage=0.0995203


Tree=139
num_leaves=30
num_cat=0
split_feature=20 10 7 2 1 6 2 3 20 27 6 26 17 3 8 6 8 8 5 26 17 2 17 17 3 8 3 5 5
split_gain=8.3452 20.1173 16.8403 15.7412 23.5626 13.5862 36.6945 15.0865 21.7182 22.1566 27.2212 17.5437 15.3573 14.2237 15.8554 13.2924 12.8248 14.8232 12.4787 11.5736 10.6405 14.2422 9.08307 7.49383 6.88204 7.51466 5.14544 4.23959 5.88877
threshold=-0.07650499999999999 0.077415000000000025 0.085695000000000021 -0.013174999999999999 0.051820000000000012 0.08463500000000003 -0.10598499999999998 0.10134000000000003 -0.014955 1.0000000180025095e-35 -0.104035 0.078560000000000019 0.0047200000000000011 0.10648500000000002 -0.032504999999999999 -0.47511999999999999 -0.088520000000000001 -0.086154999999999995 -0.000475 -0.074359999999999996 0.03851000000000001 -0.078289999999999985 -0.087770000000000001 0.084010000000000015 0.091615000000000016 -0.076924999999999993 0.088845000000000021 0.15100500000000003 0.063170000000000018
decision_type=2 2 2 2 2 2 2 2 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 16 22 7 -7 8 11 12 -11 -2 -10 14 -9 -15 -1 -18 20 -17 21 -8 -5 -22 26 -26 -19 28 -20
right_child=2 -3 -4 4 -6 6 18 13 9 10 -12 -13 -14 15 -16 19 17 24 27 -21 23 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=-0.04167100105305499 -0.10278279025485094 0.065702266224901121 -0.057470580764071806 0.028822560480855491 -0.019920114750405525 0.093259284062722506 0.009956404404557008 -0.0082839422469246343 0.0071272371647193933 -3.5503534478197386e-05 -0.10241911381112406 -0.026658274986791897 -0.031429934037639329 0.046519479115260269 0.062254290291712228 -0.040620357407597882 0.040782878772119752 -0.0047926512905346816 -0.011483114200150626 -0.0020960130999555641 -0.025353462437732593 0.05357744916999134 0.080648311831136771 0.0077834700534194102 0.03529531839103215 -0.0024945516114633737 -0.033807802959433891 0.0058418544470979789 -0.047086533654686263
leaf_weight=75 48 56 55 73 66 46 471 55 413 50 53 80 136 47 74 93 84 156 171 456 123 88 62 150 68 223 99 77 63
leaf_count=75 48 56 55 73 66 46 471 55 413 50 53 80 136 47 74 93 84 156 171 456 123 88 62 150 68 223 99 77 63
internal_value=0 0.00781459 -0.00295502 0.00423564 0.0288036 -0.00184174 0.0061092 -0.00812378 -0.0177303 -0.0103708 -0.0527263 -0.0552114 -0.00242278 0.00221035 0.0321735 -0.00427359 -0.00276768 0.00186238 0.00260112 -0.00862349 0.00895931 0.0168249 0.0526301 -0.00714336 -0.0041239 0.00633326 -0.0160606 -0.0144059 -0.0210722
internal_weight=0 962 2749 906 201 2694 1189 1505 780 652 103 128 549 725 129 596 705 630 1143 549 832 559 135 273 546 291 255 311 234
internal_count=3711 962 2749 906 201 2694 1189 1505 780 652 103 128 549 725 129 596 705 630 1143 549 832 559 135 273 546 291 255 311 234
is_linear=0
shrinkage=0.0995203


Tree=140
num_leaves=12
num_cat=0
split_feature=20 9 21 0 0 18 6 6 5 27 5
split_gain=8.49505 26.1582 12.3486 13.6731 13.3707 28.8798 11.1919 35.4119 20.7248 14.2112 7.04572
threshold=-0.23803499999999997 0.08758500000000001 0.15159000000000003 -0.25289499999999993 -0.225295 0.084900000000000017 -0.25061999999999995 -0.18498499999999998 -0.42676999999999993 -0.038765000000000001 -0.49053999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 8 -8 10 -9 -6
right_child=2 -3 -4 4 6 -7 7 9 -10 -11 -12
leaf_value=0.083268456291975726 0.050691652431948717 -0.02121799274281759 -0.042174617512895349 -0.092911086354087652 0.024219637409975653 0.017402125337723104 0.064504206270102074 -0.047434419352493581 -0.065489531964068148 0.0010810166160175553 -0.01696979328344007
leaf_weight=46 52 49 70 47 65 47 87 61 71 3037 112
leaf_count=46 52 49 70 47 65 47 87 61 71 3037 112
internal_value=0 0.0293668 -0.000778035 3.13938e-05 -0.00071528 -0.0377458 0.000298426 0.00188427 -0.0200649 0.000125477 -0.0018391
internal_weight=0 95 3649 3579 3527 94 3433 3185 248 3098 177
internal_count=3744 95 3649 3579 3527 94 3433 3185 248 3098 177
is_linear=0
shrinkage=0.0995203


Tree=141
num_leaves=16
num_cat=0
split_feature=2 4 2 0 1 3 8 27 5 4 1 12 8 20 21
split_gain=7.22101 34.2943 22.8516 17.2408 21.7607 20.0285 15.5707 9.53956 8.96451 41.4629 22.3427 12.8459 12.3455 8.83397 11.285
threshold=-0.13535499999999998 0.11092500000000002 -0.10934999999999999 -0.10942499999999999 -0.17548999999999998 0.10684000000000003 -0.11257499999999999 -0.095019999999999993 0.24444000000000005 0.089610000000000009 -0.40145499999999995 1.0000000180025095e-35 -0.42187000000000002 -0.081030000000000005 0.12487500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 5 -5 -1 -4 10 13 -9 12 -12 -10 -15
right_child=2 -3 7 4 -6 -7 -8 8 9 -11 11 -13 -14 14 -16
leaf_value=-0.0065919065748026593 -0.059361525284683109 0.078824820702247278 0.044292593849865829 0.041490418076769162 -0.071704011200555418 -0.042864846910520837 0.073624700602205037 0.055054115469700265 0.027656960690336629 -0.088927081834239738 0.03232164675214648 -0.051386649624696884 -0.00084519314308240535 0.00053419372796021725 -0.050954132918526622
leaf_weight=50 66 65 47 63 56 50 46 74 81 63 116 48 2660 206 53
leaf_count=50 66 65 47 63 56 50 46 74 81 63 116 48 2660 206 53
internal_value=0 0.014046 -0.00137067 -0.00184011 -0.020975 0.00415783 0.0318367 -0.000227236 -0.000861363 -0.014769 0.00107237 -0.000341878 0.000540447 -0.00102552 -0.00999887
internal_weight=0 330 3414 265 169 113 96 3348 3301 403 2898 2824 2776 340 259
internal_count=3744 330 3414 265 169 113 96 3348 3301 403 2898 2824 2776 340 259
is_linear=0
shrinkage=0.0995203


Tree=142
num_leaves=15
num_cat=0
split_feature=26 18 18 26 4 22 22 22 2 10 2 22 22 17
split_gain=7.119 11.0348 8.73567 8.48289 25.518 9.99852 13.5779 11.7033 11.5988 50.4405 26.2185 6.90053 9.40002 5.04477
threshold=-0.13924499999999998 -1.0000000180025095e-35 0.038665000000000012 -0.084904999999999994 1.0000000180025095e-35 0.099745000000000014 0.089225000000000013 0.082075000000000023 -0.13088999999999998 0.076235000000000011 -0.10077999999999999 0.11202000000000002 0.13118500000000005 -0.27561999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 4 -2 6 7 8 9 -5 -10 -7 -13 -1
right_child=3 2 -4 5 -6 11 -8 -9 10 -11 -12 12 -14 -15
leaf_value=0.016426155993743648 0.016051529712066036 -0.024771068436653595 0.026746729796060294 0.10679614919682809 -0.060613569330175164 -0.050717516779027423 0.053692035648514255 -0.043547020794750091 -0.073447341002208844 -0.00360847047210021 0.00073573298697182145 0.022041201002901033 -0.03994532300660969 0.058059724596098726
leaf_weight=54 85 78 56 54 87 61 48 59 48 170 2785 50 47 62
leaf_count=54 85 78 56 54 87 61 48 59 48 170 2785 50 47 62
internal_value=0 0.0162128 -0.00323513 -0.00117147 -0.022722 -5.54186e-05 0.00116442 0.000355001 0.00120258 0.0230033 -0.000520876 -0.0244882 -0.00798507 0.0386857
internal_weight=0 250 134 3494 172 3322 3164 3116 3057 224 2833 158 97 116
internal_count=3744 250 134 3494 172 3322 3164 3116 3057 224 2833 158 97 116
is_linear=0
shrinkage=0.0995203


Tree=143
num_leaves=9
num_cat=0
split_feature=20 9 7 20 18 1 7 1
split_gain=6.94689 20.7688 10.663 13.1656 11.853 12.7424 10.4357 9.12303
threshold=-0.23803499999999997 0.08758500000000001 0.099030000000000021 -0.15615999999999999 0.30956000000000011 -0.53140500000000002 0.073820000000000011 -0.50763499999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 7 -7
right_child=2 -3 -4 4 -6 6 -8 -9
leaf_value=0.074588017333335727 -0.049741895414215212 -0.018513302212217864 -0.043793446167476956 0.049385383271606416 -0.045568390327895315 -0.038689539764488134 0.034296094465550875 0.00046985297695405583
leaf_weight=46 52 49 56 54 54 60 89 3284
leaf_count=46 52 49 56 54 54 60 89 3284
internal_value=0 0.0265587 -0.000701266 -2.94093e-05 0.000700394 0.00141715 0.000662388 -0.000232523
internal_weight=0 95 3649 3593 3541 3487 3433 3344
internal_count=3744 95 3649 3593 3541 3487 3433 3344
is_linear=0
shrinkage=0.0995203


Tree=144
num_leaves=27
num_cat=0
split_feature=27 19 19 0 0 5 5 8 1 2 8 5 2 4 2 21 1 8 9 19 9 0 0 0 0 26
split_gain=8.22985 7.8149 20.6282 13.5011 18.5666 12.7367 24.6105 25.1889 15.4542 29.1703 18.3145 13.5493 18.0643 18.2517 13.2375 18.495 11.8218 11.1251 10.6506 12.7083 9.05541 8.57726 5.35318 4.44978 2.89158 2.40018
threshold=-0.095019999999999993 0.0092450000000000015 0.10713500000000002 -0.068604999999999985 -0.082284999999999983 0.0043900000000000015 0.12043500000000003 -0.01187 -0.085574999999999998 -0.081804999999999989 0.12005500000000004 0.16703000000000004 -0.054390000000000001 0.089610000000000009 -0.084979999999999986 0.085700000000000012 0.0015850000000000003 -0.082184999999999994 0.085145000000000012 0.083605000000000027 -0.25326499999999996 -0.079665 -0.08892499999999999 -0.086025000000000004 -0.078664999999999999 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 2 2 2 2
left_child=-1 5 18 4 16 8 7 17 9 23 14 -8 21 -14 15 -10 22 -7 19 -3 -16 -13 -4 -2 -19 -25
right_child=1 2 3 -5 -6 6 11 -9 10 -11 -12 12 13 -15 20 -17 -18 24 -20 -21 -22 -23 -24 25 -26 -27
leaf_value=0.037492915680269037 0.031342595457843257 0.054812168055964575 -0.054085502275157488 -0.047969313350130285 0.040335022878055307 -0.054856753391589984 0.049193190547005772 -0.098755870851827285 -0.034736802251369409 0.095001808661057799 0.054453032551358298 -0.020079265306349084 0.0026780722129002648 -0.064620491801013272 -0.041462285592261131 0.018784233049478141 0.026080652170035704 -0.026894358152405883 0.059704089446709886 -0.0071068688733868313 0.0016084064972861744 0.013451709319990013 -0.012714861882907354 -0.017614895765382148 0.0011326257570823941 0.007861059722182524
leaf_weight=56 66 52 57 62 90 74 48 53 258 46 55 100 73 88 50 85 49 55 89 89 1462 309 68 49 108 145
leaf_count=56 66 52 57 62 90 74 48 53 258 46 55 100 73 88 50 85 49 55 89 89 1462 309 68 49 108 145
internal_value=0 -0.00094779 0.00992283 -0.00617632 0.00363561 -0.00288277 -0.01281 -0.0367281 0.00118453 0.0219485 -0.00214163 -0.00158502 -0.00586252 -0.0341012 -0.00382008 -0.0214712 -0.0153421 -0.0228535 0.0327452 0.0157227 0.000183568 0.00525142 -0.0315864 0.00902052 -0.00831931 0.00142219
internal_weight=0 3680 556 326 264 3124 908 290 2216 306 1910 618 570 161 1855 343 174 237 230 141 1512 409 125 260 163 194
internal_count=3736 3680 556 326 264 3124 908 290 2216 306 1910 618 570 161 1855 343 174 237 230 141 1512 409 125 260 163 194
is_linear=0
shrinkage=0.0995203


Tree=145
num_leaves=23
num_cat=0
split_feature=21 0 2 20 18 5 18 2 5 26 9 4 18 27 10 27 26 7 0 21 9 9
split_gain=7.54274 10.9634 22.3705 11.306 10.3643 20.2133 29.3912 32.2662 22.9338 23.9433 22.906 17.4138 22.3696 16.7532 16.3605 15.9081 15.0079 14.0044 25.0128 11.3874 9.83699 8.45616
threshold=-0.14589999999999997 -0.22163999999999998 0.11804000000000002 -1.0000000180025095e-35 -0.0047450000000000001 -0.085794999999999996 1.0000000180025095e-35 -0.086050000000000001 -0.043449999999999996 0.085740000000000025 1.0000000180025095e-35 0.10739000000000003 -0.033709999999999997 1.0000000180025095e-35 0.076235000000000011 0.08043500000000002 -0.092795000000000002 -1.0000000180025095e-35 -0.081854999999999997 0.079735000000000014 0.08758500000000001 0.088995000000000019
decision_type=2 2 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 11 14 7 -7 20 -10 -9 12 13 16 17 -16 -3 -6 -19 21 -8 -14
right_child=1 4 -4 -5 5 6 8 10 9 -11 -12 -13 19 -15 15 -17 -18 18 -20 -21 -22 -23
leaf_value=0.039715706787585472 -0.028326039703310834 0.034790680588120473 -0.08149893059698167 0.03574531107569133 -0.04398779811592627 -0.11672930595925161 -0.052874542702269024 0.0065969665683084534 0.045480551672744687 -0.011030522819323258 -0.071818550317110222 0.053416296756086799 0.009726155055138604 -0.05793684669478992 -0.072030572377966381 0.0069529276275294089 -0.004330449462024424 0.0030205173088242387 0.044833941248249194 0.05861413720911976 -0.013674632933402235 0.053798479399251843
leaf_weight=46 65 107 50 47 46 52 84 89 135 165 63 73 314 53 51 50 1052 628 183 74 259 50
leaf_count=46 65 107 50 47 46 52 84 89 135 165 63 73 314 53 51 50 1052 628 183 74 259 50
internal_value=0 -0.000833816 -0.0261488 -0.00143164 0.000328376 -0.0049415 -0.0161421 -0.0490557 -0.00569856 0.0143967 -0.0258988 0.00584953 0.00374456 -0.00322086 0.00496048 -0.0329217 -0.000718041 0.00942597 0.0124566 0.0230206 -0.023277 0.0157823
internal_weight=0 3690 162 112 3528 1805 847 204 643 300 152 1723 1650 1212 958 101 1159 857 811 438 343 364
internal_count=3736 3690 162 112 3528 1805 847 204 643 300 152 1723 1650 1212 958 101 1159 857 811 438 343 364
is_linear=0
shrinkage=0.0995203


Tree=146
num_leaves=11
num_cat=0
split_feature=3 2 9 10 4 26 8 6 3 6
split_gain=8.1222 8.17408 9.11617 11.0288 11.0813 24.7369 39.6154 17.9662 12.4002 13.0302
threshold=-0.13947499999999999 0.50951500000000005 -0.147755 0.090150000000000022 0.07665000000000001 1.0000000180025095e-35 -0.1205 0.024640000000000006 0.14530500000000005 0.13734500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 7 -7 -6 9 -4
right_child=1 -3 3 -5 5 6 -8 -9 -10 -11
leaf_value=0.02940288022375313 0.036169469155705208 -0.041399733697240391 0.0015864849106615587 0.040104780772930046 -0.011554414753757302 0.006629431573978363 -0.10786325471795502 0.029475077989068801 0.051531327351051495 -0.045353796809678784
leaf_weight=89 66 49 2459 63 656 57 63 126 48 60
leaf_count=89 66 49 2459 63 656 57 63 126 48 60
internal_value=0 -0.00102612 -0.000476054 -0.00116105 -0.00191071 -0.0113997 -0.0534724 -0.00494248 0.00142323 0.00046809
internal_weight=0 3647 3598 3532 3469 902 120 782 2567 2519
internal_count=3736 3647 3598 3532 3469 902 120 782 2567 2519
is_linear=0
shrinkage=0.0995203


Tree=147
num_leaves=9
num_cat=0
split_feature=7 10 3 0 3 11 3 12
split_gain=7.04062 15.393 17.0061 8.42742 12.5628 10.775 28.8113 11.8035
threshold=-0.15564499999999998 0.09501500000000003 -0.13947499999999999 0.12512500000000001 0.10636500000000003 -0.100185 0.14940500000000004 -0.027854999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 7 -7
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=0.033262065391624879 0.047177488176809869 -0.053570371772534417 -0.038910305929045576 0.061345960341672445 -0.0092458618235596295 0.047129456611382868 0.060823633891607602 -0.0031022789431504236
leaf_weight=61 74 54 76 52 48 47 73 3251
leaf_count=61 74 54 76 52 48 47 73 3251
internal_value=0 -0.000827792 -4.10148e-05 -0.00102635 0.0274537 -0.00185282 -0.0010171 -0.00238617
internal_weight=0 3675 3621 3547 100 3447 3371 3298
internal_count=3736 3675 3621 3547 100 3447 3371 3298
is_linear=0
shrinkage=0.0995203


Tree=148
num_leaves=11
num_cat=0
split_feature=10 21 10 10 27 2 12 7 27 4
split_gain=6.74361 26.9671 18.0952 17.298 10.2391 15.8573 13.8082 10.0049 9.65974 1.65709
threshold=0.080705000000000013 0.08167000000000002 0.087405000000000024 0.07635500000000002 -0.079769999999999994 -0.14264999999999997 -0.027854999999999998 -0.074334999999999998 1.0000000180025095e-35 0.10724500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 -7 -8 -9 -4
right_child=1 -3 9 -5 5 6 7 8 -10 -11
leaf_value=-0.038469305072645524 0.038664327683924166 0.079133749437097389 -0.042493776570540237 -0.058094698972756188 0.045994496651600748 0.043184461146933618 -0.040810715799385708 -0.00014198415860736102 -0.021356988141531402 -0.016670791265941211
leaf_weight=72 61 51 52 54 71 67 66 2964 229 47
leaf_count=72 61 51 52 54 71 67 66 2964 229 47
internal_value=0 0.0161153 -0.00396675 -0.00220116 -0.00133086 -0.000543459 -0.00153715 -0.00245681 -0.00166377 -0.0302427
internal_weight=0 211 160 3523 3469 3397 3326 3259 3193 99
internal_count=3734 211 160 3523 3469 3397 3326 3259 3193 99
is_linear=0
shrinkage=0.0995203


Tree=149
num_leaves=29
num_cat=0
split_feature=27 5 17 19 6 3 3 5 9 6 8 1 2 3 8 2 5 5 1 9 8 1 6 9 17 17 2 2
split_gain=7.60281 8.86401 20.792 25.5547 30.0821 17.7412 12.9667 24.0781 30.155 18.5784 13.5447 10.2044 18.3988 18.1131 14.8539 16.8061 15.2378 28.0925 15.5254 11.7101 10.7255 10.5326 8.85557 8.17021 6.17913 5.1607 4.9297 3.81211
threshold=-0.095019999999999993 0.0047850000000000011 -0.092649999999999996 0.07673000000000002 0.016740000000000005 0.097595000000000029 0.089535000000000017 0.19791500000000004 0.087515000000000023 -0.0093650000000000001 -0.080724999999999991 -0.020614999999999998 0.091030000000000014 0.082595000000000016 -0.48834 0.12610000000000002 -0.068984999999999991 -0.075744999999999993 0.018150000000000003 0.099125000000000033 -0.073029999999999984 0.24921000000000004 -0.074569999999999984 0.098465000000000011 0.51326500000000019 -0.53166999999999998 -0.073884999999999992 -0.069129999999999983
decision_type=2 2 2 2 2 2 2 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 4 5 -4 9 8 -8 -3 -11 12 13 -2 -13 16 17 -16 -18 20 -15 -17 25 -24 26 -9 -6 -12
right_child=1 2 3 -5 24 -7 7 22 -10 10 27 14 -14 19 15 21 18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.037111070054097556 0.059239060462726145 -0.072538488011354388 -0.047243519084107136 0.033656958823204887 -0.028872212844471071 -0.13251463083514561 0.10935980841658158 0.046493593781769663 0.0050398968575412276 -0.038978935180659702 0.040335936518435117 0.042720500107037991 0.070408063729888809 0.0054180657262532126 0.0012425045719371744 -0.0081327399858882165 -0.0097688768634822433 0.080540425981414518 -0.063688220972355283 0.041052269027073429 -0.020832477681967589 -0.067332635974323582 -0.019753702338446994 0.013724639485517035 -0.047603770753353654 6.158670829205225e-05 0.013978279218739642 1.822678430339023e-05
leaf_weight=51 60 53 51 50 46 46 47 49 66 66 46 65 46 736 756 53 447 47 60 74 195 68 253 101 46 46 63 47
leaf_count=51 60 53 51 50 46 46 47 49 66 66 46 65 46 736 756 53 447 47 60 74 195 68 253 101 46 46 63 47
internal_value=0 -0.00157858 -0.00917828 -0.0313256 -0.0442222 -0.0876899 -0.000535759 0.00737461 0.0484369 -0.0215095 -0.00449473 0.00155777 0.00878307 0.00612056 -0.00380753 -0.00592154 -0.00264308 0.00588488 -0.0161515 0.00294849 -7.92899e-05 -0.0414089 -0.00295773 -0.0101997 -0.0170146 0.0240194 -0.00409791 0.0199691
internal_weight=0 3683 1076 302 252 97 774 562 113 212 159 2607 1111 1065 1496 1431 1310 803 507 1005 931 121 449 354 155 95 109 93
internal_count=3734 3683 1076 302 252 97 774 562 113 212 159 2607 1111 1065 1496 1431 1310 803 507 1005 931 121 449 354 155 95 109 93
is_linear=0
shrinkage=0.0995203


Tree=150
num_leaves=20
num_cat=0
split_feature=4 3 19 4 1 9 5 17 9 27 17 3 5 5 1 9 1 1 17
split_gain=6.79352 18.8164 16.9143 16.3451 13.4168 20.4515 33.3166 22.0529 12.7561 25.3663 16.0053 14.4618 13.1932 10.6711 9.82806 9.96484 9.79623 9.45006 8.62581
threshold=0.10477500000000002 -0.13947499999999999 0.090990000000000029 0.10054500000000002 0.50462500000000021 1.0000000180025095e-35 0.052820000000000013 -0.026504999999999997 -0.012169999999999999 0.083925000000000013 -0.092124999999999999 0.080495000000000025 -0.085034999999999986 -0.46834999999999999 -0.50158499999999984 0.083325000000000024 0.51334500000000016 -0.017214999999999998 -0.11741999999999998
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 8 5 6 7 -3 10 11 -1 -10 -12 -6 18 -16 -15 -5 -13
right_child=1 2 -4 17 13 -7 -8 -9 9 -11 12 14 -14 16 15 -17 -18 -19 -20
leaf_value=0.06257879933179579 0.062889298434836649 0.0085983805404643877 -0.052977587237893101 -0.012724210911607787 0.012252524502240889 -0.022254558483771687 -0.029415238748809733 0.075543731582069895 -0.055599258120730653 -0.074992524800171503 0.032806254061888369 0.0015965514593573331 -0.034478935137377091 -0.0025035844913972125 -0.020882804364883607 -0.00016969380472734607 -0.065291199755017251 -0.075210093946313755 0.061328800732226657
leaf_weight=67 57 76 49 49 83 90 66 136 49 48 62 50 54 46 255 2351 53 47 46
leaf_count=67 57 76 49 49 83 90 66 136 49 48 62 50 54 46 255 2351 53 47 46
internal_value=0 0.00824942 0.00304859 -0.0029052 0.00804151 0.0189736 0.0323238 0.0515483 -0.00160369 -0.00326829 0.0238519 -0.00201653 0.00147678 -0.0140585 -0.00104452 -0.00219681 -0.0361254 -0.0433248 0.0302268
internal_weight=0 656 599 3078 550 368 278 212 2982 2799 183 2751 116 182 2702 2606 99 96 96
internal_count=3734 656 599 3078 550 368 278 212 2982 2799 183 2751 116 182 2702 2606 99 96 96
is_linear=0
shrinkage=0.0995203


Tree=151
num_leaves=21
num_cat=0
split_feature=5 1 1 6 1 17 17 4 4 8 3 6 6 38 30 4 6 3 26 5
split_gain=5.97069 19.6813 21.5332 39.7966 17.046 11.7402 22.3803 34.8487 13.5756 12.3664 10.155 8.30714 11.5131 8.96969 8.98678 13.6024 59.8761 18.5286 4.08445 2.86778
threshold=0.0047850000000000011 0.078505000000000019 0.024780000000000007 -0.06656999999999999 -0.020614999999999998 -0.092649999999999996 0.13629500000000003 0.10210500000000002 0.10739000000000003 0.025720000000000003 0.091225000000000014 0.15834000000000004 0.10737000000000003 -0.080750000000000002 0.10000000000000002 0.11181500000000001 -0.067359999999999989 0.07728500000000002 0.093245000000000022 -0.042209999999999991
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 4 -4 5 8 7 -7 9 -2 -6 12 13 -1 15 17 -17 -15 -8 -14
right_child=1 -3 3 -5 10 6 18 -9 -10 -11 -12 -13 19 14 -16 16 -18 -19 -20 -21
leaf_value=0.0433826717546704 0.0021204132083339645 0.056013218788588996 -0.003182171748833815 -0.11851699342058047 0.0016381897612390104 -0.0894215204699257 0.029034438063204375 0.009937823701414817 0.04367024047668381 -0.03476831675353742 0.066088781197835914 -0.036194153350136593 0.05235777274196432 -0.061169387467519959 -0.030846167163572878 0.0022529686411968735 0.12584298213211834 0.00016729605361882061 -0.0088237967972046409 0.018245242696341091
leaf_weight=49 390 47 75 49 47 93 46 56 60 117 50 56 51 50 88 249 46 1995 73 47
leaf_count=49 390 47 75 49 47 93 46 56 60 117 50 56 51 50 88 249 46 1995 73 47
internal_value=0 -0.00699768 -0.00980292 -0.0487647 -0.00461829 -0.00920637 -0.026371 -0.0520729 -0.00109185 -0.00639076 0.0348686 0.00172516 0.00255013 0.00122615 0.000375038 0.00154952 0.0215274 -0.00133198 0.00580361 0.0360061
internal_weight=0 1103 1056 124 932 835 268 149 567 507 97 2631 2575 2477 2428 2340 295 2045 119 98
internal_count=3734 1103 1056 124 932 835 268 149 567 507 97 2631 2575 2477 2428 2340 295 2045 119 98
is_linear=0
shrinkage=0.0995203


Tree=152
num_leaves=9
num_cat=0
split_feature=7 10 7 13 3 38 20 9
split_gain=7.65862 18.8531 11.2945 10.2696 10.9073 19.5763 8.86604 8.80411
threshold=-0.15564499999999998 0.09501500000000003 0.093110000000000012 0.084325000000000025 1.0000000180025095e-35 -0.081259999999999999 0.24030500000000005 0.084535000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -6
right_child=1 -3 -4 -5 6 -7 -8 -9
leaf_value=0.034498639397637955 0.0035530904438297855 -0.060271915632650712 0.041191434850736668 0.042811706247590467 0.0075506531639318898 -0.079964575012085815 -0.038887389154701732 -0.0032648805180247463
leaf_weight=62 66 52 65 53 1121 48 58 2225
leaf_count=62 66 52 65 53 1121 48 58 2225
internal_value=0 -0.000771747 7.89662e-05 -0.000669142 -0.00132443 -0.0316051 -0.00031009 0.00035837
internal_weight=0 3688 3636 3571 3518 114 3404 3346
internal_count=3750 3688 3636 3571 3518 114 3404 3346
is_linear=0
shrinkage=0.0995203


Tree=153
num_leaves=31
num_cat=0
split_feature=20 20 10 0 19 26 7 5 4 0 2 4 17 3 3 0 2 20 3 3 5 5 2 3 9 9 21 26 3 3
split_gain=7.16117 16.6138 15.4735 15.1406 36.7039 27.3452 22.9617 20.3093 23.555 15.2963 13.5462 22.8221 13.0899 32.6321 11.1706 22.0686 20.2759 13.1135 10.7568 9.43654 9.33749 11.7924 7.35869 6.29433 6.98101 5.63228 5.26581 4.45177 5.02182 3.31335
threshold=-0.072324999999999987 -0.015594999999999999 0.077415000000000025 -0.06340999999999998 0.082240000000000021 -0.08274999999999999 -0.230575 -0.0031649999999999998 0.10739000000000003 0.0047200000000000011 -0.013174999999999999 0.076195000000000027 -0.036600000000000001 0.12274500000000002 0.096775000000000014 -0.16423499999999999 0.08666500000000002 0.10252000000000001 0.08544000000000003 0.11089500000000001 -0.12429 -0.065999999999999989 -0.058894999999999996 0.092635000000000023 0.088825000000000029 -0.0090649999999999984 1.0000000180025095e-35 0.08709500000000002 0.085965000000000028 0.090360000000000024
decision_type=2 2 2 2 2 2 2 2 2 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 10 6 5 -5 -3 9 -9 -7 11 23 13 -2 16 -16 18 -17 -8 22 -12 -22 -14 27 -25 -23 -26 28 -1 -29
right_child=1 3 -4 4 -6 7 14 8 -10 -11 20 -13 19 -15 15 17 -18 -19 -20 -21 21 25 -24 24 26 -27 -28 29 -30 -31
leaf_value=-0.027542045237757776 -0.10010055018599706 0.072570400906299182 0.057681568691743956 -0.058820558080140431 -0.094702897723716373 -0.00048452366283240306 0.013188232094263395 0.0067578651500682617 0.085636343146930805 -0.072722793870806712 -0.0088782465540887881 -0.067329725650319625 -0.01414396757873875 0.0098365737178604425 -0.035250460749740642 0.017960398949497521 -0.064923131009387014 0.069500330030572405 -0.0056860620813102523 -0.041851414715715941 0.075702582008716726 0.00042465033656399065 0.03570524533247163 0.041207052158296349 -0.023911632855934103 0.045801378827302591 0.011363902594741952 -0.039374580375049303 0.0069383872493884021 -0.0046660114188007973
leaf_weight=52 62 47 56 81 52 76 435 203 46 47 58 50 69 47 68 286 49 59 957 58 54 66 51 65 51 46 235 60 214 50
leaf_count=52 62 47 56 81 52 76 435 203 46 47 58 50 69 47 68 286 49 59 957 58 54 66 51 65 51 46 235 60 214 50
internal_value=0 -0.00289444 0.00677191 -0.000194363 -0.0155119 -0.00641974 0.00387431 0.00498792 0.0213331 -0.0280944 0.003923 -0.00229212 -0.0255271 -0.052689 0.00213238 0.0165621 -0.00200272 0.0267769 0.000211567 -0.0088896 0.0254853 0.0374968 0.00703513 0.00217977 0.0117649 0.0190688 0.00507064 -0.00676587 0.00019477 -0.0236054
internal_weight=0 2693 1057 2406 505 453 1901 372 249 123 1001 777 287 109 1854 413 1441 345 1392 178 224 166 120 727 351 112 286 376 266 110
internal_count=3750 2693 1057 2406 505 453 1901 372 249 123 1001 777 287 109 1854 413 1441 345 1392 178 224 166 120 727 351 112 286 376 266 110
is_linear=0
shrinkage=0.0995203


Tree=154
num_leaves=27
num_cat=0
split_feature=1 5 4 0 0 4 8 1 0 5 18 18 21 9 5 8 8 29 1 3 19 26 20 0 26 6
split_gain=6.14335 15.056 21.9797 12.8922 33.5641 22.6314 20.5722 13.8715 10.5944 19.3114 15.8347 21.3073 28.3764 34.2962 13.5327 26.8292 11.3978 11.2831 14.4824 9.71651 22.3661 17.9538 7.3074 7.282 6.96962 4.77104
threshold=0.2705800000000001 -0.14289499999999997 0.091750000000000012 -0.103645 -0.13752999999999999 0.13364000000000004 -0.084554999999999991 0.51390500000000017 -0.22163999999999998 -0.037239999999999995 -0.0010249999999999999 1.0000000180025095e-35 0.087365000000000012 0.08073000000000001 -0.011964999999999998 -0.07594999999999999 -0.089779999999999985 -0.046564999999999995 -0.215865 0.091865000000000016 0.10781000000000003 0.10219500000000002 -0.06916499999999999 -0.096019999999999994 -0.019129999999999998 0.041585000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 4 6 -5 -2 -7 9 -3 14 12 13 -12 15 16 -10 -16 -19 20 -13 -21 23 -1 -14 -24
right_child=3 8 -4 5 -6 7 -8 -9 10 -11 11 19 24 -15 17 -17 -18 18 -20 21 -22 -23 25 -25 -26 -27
leaf_value=-0.024423137819699989 -0.058289846304204779 0.0093709640924538873 0.085556526603151523 -0.069544096301212027 0.072242026055988187 0.028321602070087996 0.013996846950219202 -0.042422140188018771 0.057337071172040961 -0.079965403049783751 -0.017280495800908287 -0.0052239183217487294 0.019908284450631607 -0.13818157763852532 -0.040389997507876592 0.082436580163064224 0.0050368353075959478 0.032112125096633803 -0.00085525634827699219 0.022409716725282539 -0.077810927718547307 -0.016253029256335445 0.048009536632401942 0.023138049436656781 -0.025983986876520763 0.010398942411624873
leaf_weight=80 70 50 46 83 55 66 88 47 47 46 46 399 56 47 62 61 339 150 1098 305 47 195 61 53 79 74
leaf_count=80 70 50 46 83 55 66 88 47 47 46 46 399 56 47 62 61 339 150 1098 305 47 195 61 53 79 74
internal_value=0 0.00125642 0.0219994 -0.0116656 0.0052805 -0.0300856 -0.0180237 -0.00109555 -0.000895045 -0.0334275 0.000170224 -0.0087782 -0.0360883 -0.0783899 0.00614989 0.021102 0.0114071 0.00104727 0.00310651 -0.0021952 -0.0128751 0.00732961 0.0110873 -0.00546403 -0.00694113 0.0273994
internal_weight=0 3341 314 409 213 196 158 113 3027 96 2931 1174 228 93 1757 447 386 1310 1248 946 446 500 268 133 135 135
internal_count=3750 3341 314 409 213 196 158 113 3027 96 2931 1174 228 93 1757 447 386 1310 1248 946 446 500 268 133 135 135
is_linear=0
shrinkage=0.0995203


Tree=155
num_leaves=18
num_cat=0
split_feature=0 9 4 0 1 5 9 8 3 4 6 6 5 20 3 0 8
split_gain=6.62412 32.3893 31.1423 25.6847 18.1037 23.7516 19.615 16.9799 15.341 10.9435 29.9409 56.3224 42.2436 17.2267 16.934 16.4307 23.0908
threshold=0.042275000000000014 -0.081559999999999994 0.085720000000000018 0.12084000000000002 -0.16855499999999998 0.15100500000000003 -0.14392999999999997 0.0017700000000000003 0.12651000000000004 0.076855000000000021 0.10538000000000002 -0.0072949999999999994 -0.095609999999999987 1.0000000180025095e-35 0.13977500000000004 -0.050494999999999991 -0.11061499999999999
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 -1 8 -4 -6 14 11 13 -13 -11 15 16 -8
right_child=1 2 7 -5 6 -7 9 -9 -10 10 -12 12 -14 -15 -16 -17 -18
leaf_value=0.092261693720473881 -0.091183295919197993 -0.096341531148504453 0.073623662941208118 0.0014626730306137896 0.0037990526278127777 -0.0052210192917739795 0.05581010756757028 0.0021615679874051269 0.080636066467510883 -0.013108710800716255 0.061837705827941701 -0.007751381829347097 -0.11903780863022374 0.026852485657851352 0.059630439854623331 -0.05089389040518251 5.4398422914711995e-05
leaf_weight=49 46 46 56 63 51 50 76 80 52 441 51 57 83 141 49 60 2299
leaf_count=49 46 46 56 63 51 50 76 80 52 441 51 57 83 141 49 60 2299
internal_value=0 -0.0145585 -0.000168394 -0.039805 0.0010755 0.0430198 -0.000160116 0.0315932 0.0425985 -0.00151258 -0.0118538 -0.0170603 -0.0737342 -0.00342598 0.0017052 0.000539218 0.00183893
internal_weight=0 291 245 109 3459 99 3360 136 103 3257 773 722 140 582 2484 2435 2375
internal_count=3750 291 245 109 3459 99 3360 136 103 3257 773 722 140 582 2484 2435 2375
is_linear=0
shrinkage=0.0995203


Tree=156
num_leaves=13
num_cat=0
split_feature=2 0 3 4 3 29 4 4 17 0 4 2
split_gain=7.0991 20.7377 33.3039 12.623 14.899 10.7407 13.4258 15.8656 10.2935 10.0644 9.75939 5.42691
threshold=0.11804000000000002 -0.14824999999999997 0.12131500000000002 0.13584500000000002 0.15361500000000003 -0.085824999999999999 0.12205500000000002 0.11198000000000002 0.50214000000000014 -0.11239999999999999 0.13364000000000004 -0.035314999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 7 8 -7 -3 -11 -5
right_child=1 9 -4 11 -6 6 -8 -9 -10 10 -12 -13
leaf_value=0.043300529999028954 -0.10905889799711223 0.029171651085076199 0.0082615481333296464 0.061862911405754041 -0.052469271353395179 -0.0012201923053244039 -0.046997022347718256 0.048173606938018476 0.022515692048528043 0.011977810477408925 -0.039476971240199492 0.013751291637002318
leaf_weight=59 50 86 46 46 52 2900 58 70 193 73 73 47
leaf_count=59 50 86 46 46 52 2900 58 70 193 73 73 47
internal_value=0 -0.0139328 -0.0528343 0.00139342 0.000383796 0.00122196 0.00045094 0.00132125 0.000260638 0.00216088 -0.013744 0.0375573
internal_weight=0 328 96 3425 3332 3280 3221 3163 3093 232 146 93
internal_count=3753 328 96 3425 3332 3280 3221 3163 3093 232 146 93
is_linear=0
shrinkage=0.0995203


Tree=157
num_leaves=9
num_cat=0
split_feature=8 7 10 3 20 0 1 3
split_gain=6.39143 7.36016 11.8638 9.68908 8.26291 6.0487 15.3572 9.75739
threshold=-0.52813999999999994 -0.230575 0.09407500000000002 -0.13947499999999999 0.24030500000000005 0.12512500000000001 -0.50763499999999995 0.10636500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -7
right_child=1 2 -4 4 -6 7 -8 -9
leaf_value=-0.032731747953438507 0.040123171475085408 0.038282771751300786 -0.044200176649653672 -0.041503466217336263 -0.036537118679077996 0.055779935216573664 0.0010992330194914155 -0.0077175788941252939
leaf_weight=58 46 67 59 86 60 50 3281 46
leaf_count=58 46 67 59 86 60 50 3281 46
internal_value=0 0.000563201 6.42759e-05 0.00079197 7.87419e-05 0.000713386 1.08301e-05 0.0253455
internal_weight=0 3695 3649 3590 3523 3463 3367 96
internal_count=3753 3695 3649 3590 3523 3463 3367 96
is_linear=0
shrinkage=0.0995203


Tree=158
num_leaves=17
num_cat=0
split_feature=19 8 19 27 2 18 21 3 2 29 6 30 26 17 9 2
split_gain=5.69166 18.9211 13.4295 16.1089 13.6175 10.2189 9.63102 17.5118 17.201 13.8928 11.1954 11.0636 9.45759 7.08048 10.7215 5.8507
threshold=0.11174500000000002 0.0017700000000000003 0.077805000000000027 -0.095019999999999993 0.50951500000000005 -0.055464999999999993 -0.019084999999999998 0.14721500000000004 0.094050000000000022 -0.085824999999999999 -0.040424999999999996 0.094490000000000018 0.083825000000000024 0.4839500000000001 0.088610000000000008 -0.082174999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 3 -1 6 -4 8 9 10 -8 -5 -9 -7 14 -2 -14
right_child=1 -3 5 4 -6 12 7 11 -10 -11 -12 -13 15 -15 -16 -17
leaf_value=0.05603523830213121 0.013173123304998502 -0.072029855255743153 -0.018329460074928507 -0.041960931816684831 -0.053522971211713094 0.058949647789457271 0.045822385915288463 0.070130425759070913 -0.055770143246771847 -0.0014611595235571059 0.0097308864776457418 0.0051437214660073729 -0.0049072442616960336 0.019820278247536398 -0.043604454118973318 0.039634703143663935
leaf_weight=49 63 46 47 55 49 83 63 58 84 2664 169 47 65 89 69 53
leaf_count=49 63 46 47 55 49 83 63 58 84 2664 169 47 65 89 69 53
internal_value=0 -0.0139601 0.00111638 -0.000592861 -0.00146323 0.0234362 -0.000650568 0.00116682 -0.0173637 -0.000368499 -0.00295765 0.041049 0.0332064 -0.0018695 -0.0164999 0.015092
internal_weight=0 267 3486 3238 3189 248 3140 2832 308 2727 224 105 201 221 132 118
internal_count=3753 267 3486 3238 3189 248 3140 2832 308 2727 224 105 201 221 132 118
is_linear=0
shrinkage=0.0995203


Tree=159
num_leaves=14
num_cat=0
split_feature=8 7 10 7 4 23 4 21 4 5 0 21 7
split_gain=5.61295 5.97889 9.5214 9.29718 38.68 16.3239 8.37486 29.3987 33.3649 13.4908 9.89155 9.05501 6.25706
threshold=-0.52813999999999994 -0.15564499999999998 0.09407500000000002 0.016975000000000004 0.088720000000000021 -0.063684999999999992 0.08024000000000002 -0.0022649999999999997 0.085590000000000013 -0.52786999999999995 -0.12469 -0.085204999999999989 0.083780000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 12 -6 10 9 -9 -8 -3 -12 -5
right_child=1 2 -4 4 5 -7 7 8 -10 -11 11 -13 -14
leaf_value=-0.030679798412501433 0.034029196293767258 0.040549820459025866 -0.039956875190085214 0.0024328664608936797 0.023675427264586817 0.10456240080795783 -0.026082420827619877 -0.083418047337091586 0.0043646029335045727 -0.094866198681458569 0.026507927103991819 -0.00016908207717679854 -0.048915263542694057
leaf_weight=58 52 65 58 46 48 51 65 46 633 50 133 2400 48
leaf_count=58 52 65 58 46 48 51 65 46 633 50 133 2400 48
internal_value=0 0.000521648 4.31381e-05 0.000690508 0.0219373 0.0653528 -0.000518165 -0.00946339 -0.00158118 -0.0559956 0.00221536 0.00123132 -0.0237788
internal_weight=0 3695 3643 3585 193 99 3392 794 679 115 2598 2533 94
internal_count=3753 3695 3643 3585 193 99 3392 794 679 115 2598 2533 94
is_linear=0
shrinkage=0.0995203


Tree=160
num_leaves=11
num_cat=0
split_feature=17 3 11 3 9 3 18 18 17 9
split_gain=8.76032 6.52074 7.90882 9.34419 7.43567 20.4825 12.256 10.8089 9.6203 2.07198
threshold=-0.57205499999999987 0.31589000000000006 -0.15948499999999999 0.14823500000000003 0.11690000000000002 0.10426500000000002 0.13613500000000003 0.10189500000000003 0.059130000000000009 -0.035004999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 -4 -8 -5
right_child=1 -3 3 9 5 -7 8 -9 -10 -11
leaf_value=0.040635815897578378 0.042150248432375192 -0.032776956216437461 0.0011685576965314688 0.045924697068497916 0.020285240722430594 -0.053049865040958225 0.0059953502662702237 -0.019683457294849167 0.055319975689248319 0.017057560000462182
leaf_weight=55 46 57 2906 47 66 88 89 269 70 52
leaf_count=55 46 57 2906 47 66 88 89 269 70 52
internal_value=0 0.000622206 0.00114645 0.000620383 -0.000235133 -0.0216152 0.000752185 -0.000597859 0.0277158 0.0307704
internal_weight=0 3690 3633 3587 3488 154 3334 3175 159 99
internal_count=3745 3690 3633 3587 3488 154 3334 3175 159 99
is_linear=0
shrinkage=0.0995203


Tree=161
num_leaves=14
num_cat=0
split_feature=2 2 8 8 8 11 11 1 21 27 9 1 9
split_gain=7.31107 19.5767 25.2368 19.3119 22.6833 9.36963 10.159 10.0125 11.503 12.7649 11.2434 11.0101 9.45877
threshold=-0.14091999999999996 -0.15012499999999998 0.097995000000000013 -0.15146000000000001 -0.0020399999999999997 -0.100185 -0.39477499999999999 -0.51253999999999988 -0.091649999999999995 -0.089394999999999988 -0.26414499999999996 -0.37983499999999998 0.084835000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -2 -7 12 -10 -11 -12 -9
right_child=5 -3 -4 4 -6 7 -8 8 9 10 11 -13 -14
leaf_value=-0.029407605637961336 0.001810597075265828 0.071396788410490616 -0.03965869325001941 0.098249932959293143 0.01299007809227674 -0.033497198393830627 -0.063265338916515063 0.066702139336294972 0.049379873405424171 0.048496484806988038 0.032095707858358274 -0.0021488287346967524 0.0038737224707652285
leaf_weight=46 47 52 86 50 81 83 48 48 52 46 96 2963 47
leaf_count=46 47 52 86 50 81 83 48 48 52 46 96 2963 47
internal_value=0 0.0155998 0.00456456 0.0260562 0.0455383 -0.000242583 -0.0310613 0.000635066 0.00150647 0.00047945 -0.000339231 -0.00107387 0.0356272
internal_weight=0 315 263 177 131 3430 95 3335 3252 3157 3105 3059 95
internal_count=3745 315 263 177 131 3430 95 3335 3252 3157 3105 3059 95
is_linear=0
shrinkage=0.0995203


Tree=162
num_leaves=25
num_cat=0
split_feature=17 5 1 10 1 4 17 2 19 0 1 17 7 0 11 0 1 6 6 2 2 2 5 0
split_gain=7.3875 23.593 28.3603 22.3341 23.5706 41.9932 11.2603 12.4608 20.1682 11.8674 11.6664 11.5216 9.58963 9.41872 26.0293 21.2906 8.59331 8.12805 8.05435 7.49417 6.9756 8.82685 5.44965 2.38275
threshold=-0.092124999999999999 0.06136500000000001 -0.44477499999999998 0.091080000000000022 -0.094454999999999997 0.088720000000000021 -0.09744499999999999 -0.079739999999999991 0.07882500000000002 -0.071484999999999993 -0.020614999999999998 -0.35269999999999996 0.078400000000000011 -0.13752999999999999 -0.15367499999999998 -0.18357499999999999 -0.041999999999999996 0.086875000000000022 0.099330000000000016 -0.08569499999999998 0.10274500000000002 -0.015714999999999996 0.41370500000000004 -0.080614999999999992
decision_type=2 2 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 4 5 -2 7 10 9 11 16 -9 13 15 -15 -6 17 22 -4 -12 21 -11 -1 -19
right_child=1 2 18 -5 12 -7 -8 8 -10 20 19 -13 -14 14 -16 -17 -18 23 -20 -21 -22 -23 -24 -25
leaf_value=0.034789659154806245 -0.007839366429549641 0.019070963769352779 -0.10349542540319435 -0.063503680270078383 0.0073363896959246352 0.11429711781297594 0.053250374212350571 -0.058540315219129883 -0.066399149648384476 0.0072000891553143887 0.068953524998969229 0.0067868741211096813 0.041148138458532629 0.073802994447411951 -0.00038529903215354504 -0.041227205889706471 -0.027374900253248013 -0.016465286010799267 -0.044557724395079323 0.021734494901011862 -0.020636175369724251 0.053736527390802175 0.0024886954390757276 0.0081114174942318543
leaf_weight=158 63 50 46 53 185 50 52 55 51 128 54 52 54 48 1937 173 62 84 46 87 48 59 77 73
leaf_count=158 63 50 46 53 185 50 52 55 51 128 54 52 54 48 1937 173 62 84 46 87 48 59 77 73
internal_value=0 -0.00175914 -0.0412458 0.000428253 0.00177854 0.0461961 0.00811004 0.0057334 -0.00801733 0.000686344 0.0148172 -0.0267849 -0.000315067 -0.00127103 0.00140826 -0.0161292 0.0070489 0.0124956 -0.0740355 0.0398242 0.013198 0.0218871 0.0242094 -0.00503269
internal_weight=0 2705 142 2563 2510 113 1040 988 393 342 595 107 2397 2343 1985 358 454 392 92 141 235 187 235 157
internal_count=3745 2705 142 2563 2510 113 1040 988 393 342 595 107 2397 2343 1985 358 454 392 92 141 235 187 235 157
is_linear=0
shrinkage=0.0995203


Tree=163
num_leaves=15
num_cat=0
split_feature=17 26 1 5 26 4 35 13 8 22 5 5 20 18
split_gain=6.88309 5.7928 8.30561 9.35527 7.99284 17.6934 10.9875 19.0769 10.3751 9.48606 16.0863 10.4895 4.32648 4.03508
threshold=-0.57205499999999987 -0.14678499999999997 -0.01504 -1.0000000180025095e-35 -0.084904999999999994 1.0000000180025095e-35 -0.079774999999999999 0.080720000000000028 -0.017214999999999998 0.096620000000000025 -0.22999499999999998 -0.13803499999999999 -0.073314999999999991 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 13 -6 9 -7 10 -8 -11 -4 -3
right_child=1 4 12 -5 6 8 7 -9 -10 11 -12 -13 -14 -15
leaf_value=0.035830804038078819 0.069943241184084348 0.02682710215098225 0.015725913427524899 0.0098254284351594352 0.046402284237148983 -0.019031001663860635 0.02051619042171705 -0.059369095594425297 -0.085199397964395365 -0.06003051404662537 -0.00078268276383419873 -0.0053380545097464968 -0.023646334234954689 -0.011464716220925581
leaf_weight=55 46 54 59 58 51 48 406 53 46 51 2602 109 52 55
leaf_count=55 46 54 59 58 51 48 406 53 46 51 2602 109 52 55
internal_value=0 0.000362615 0.0162154 0.0364239 -0.000617967 -0.0197802 0.000570637 -0.000154789 -0.05142 0.000835597 0.00209183 -0.0227764 -0.00271137 0.00749804
internal_weight=0 3690 215 104 3475 203 3272 3221 94 3168 3008 160 111 109
internal_count=3745 3690 215 104 3475 203 3272 3221 94 3168 3008 160 111 109
is_linear=0
shrinkage=0.0995203


Tree=164
num_leaves=13
num_cat=0
split_feature=3 12 3 2 0 0 0 3 0 0 18 9
split_gain=6.08076 6.46376 5.85123 13.3489 10.1707 25.6697 16.4838 21.8403 11.9675 9.17931 8.27566 1.7474
threshold=0.18676500000000004 0.091760000000000022 0.14940500000000004 0.40115000000000006 -0.036664999999999996 0.042275000000000014 -0.063914999999999986 0.11308000000000003 -0.0083449999999999983 0.053120000000000007 0.13474500000000003 -0.020035000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 8 10 -8 -6 -7 -1 -4
right_child=-2 -3 11 -5 5 9 7 -9 -10 -11 -12 -13
leaf_value=-0.0009474845485137242 -0.025923892740740521 0.030946126522643828 0.038472105061612 -0.051729842099307359 0.026009230924577163 -0.041230421197409939 -0.089029348406747061 -0.011866716458187822 0.094332681117047637 0.0079835266346950443 0.024114748104520748 0.011008854341410501
leaf_weight=2747 88 68 46 50 54 46 46 173 48 204 137 46
leaf_count=2747 88 68 46 50 54 46 46 173 48 204 137 46
internal_value=0 0.000548973 -2.54475e-05 -0.000675977 6.26274e-05 0.0160947 -0.00175576 -0.0280781 0.0581695 -0.00106857 0.000242775 0.0247494
internal_weight=0 3665 3597 3505 3455 352 3103 219 102 250 2884 92
internal_count=3753 3665 3597 3505 3455 352 3103 219 102 250 2884 92
is_linear=0
shrinkage=0.0995203


Tree=165
num_leaves=9
num_cat=0
split_feature=6 6 5 11 6 8 11 1
split_gain=5.88978 9.72163 41.2419 6.60615 10.9702 10.8086 13.1304 9.34571
threshold=-0.52821499999999999 -0.42102499999999998 -0.46244499999999994 -0.23667999999999997 -0.36821999999999994 -0.52017999999999998 -0.086319999999999994 0.36766000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 -7 -8
right_child=1 3 -4 4 5 6 7 -9
leaf_value=0.02853256707604683 0.026017457435163951 -0.030115161296933098 -0.085347698557344712 0.049260257965303228 -0.044692295959684755 0.04838890511277525 0.0010650034064315188 -0.032557509533909533
leaf_weight=70 69 69 63 46 52 57 3243 84
leaf_count=70 69 69 63 46 52 57 3243 84
internal_value=0 -0.000608123 -0.0271279 0.000377457 0.00098194 0.000335368 0.00102752 0.000215857
internal_weight=0 3683 132 3551 3482 3436 3384 3327
internal_count=3753 3683 132 3551 3482 3436 3384 3327
is_linear=0
shrinkage=0.0995203


Tree=166
num_leaves=12
num_cat=0
split_feature=5 2 8 9 8 1 36 36 3 8 3
split_gain=4.88375 5.44101 7.39241 32.6575 13.8566 12.791 8.26776 14.8215 8.51456 7.51751 4.12917
threshold=0.6362850000000001 -0.23128999999999997 0.041960000000000011 0.097200000000000022 0.11446000000000002 -0.016464999999999997 0.088355000000000031 0.07989000000000003 0.014805000000000004 -0.00076499999999999995 0.10684000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 6 5 -5 -4 7 8 -3 -10 -1
right_child=-2 2 3 4 -6 -7 -8 -9 9 -11 -12
leaf_value=0.044860464076062971 -0.030644775457147517 -0.038500757470017133 -0.095134365246820882 -0.017181998589909594 0.039737920578989262 -0.029227272200671294 -0.029734417002521753 0.056208812219176368 -0.00027255795161493874 0.013641829257344789 0.003123825717587468
leaf_weight=47 51 53 47 80 90 77 84 49 2679 449 47
leaf_count=47 51 53 47 80 90 77 84 49 2679 449 47
internal_value=0 0.000363225 -0.000252385 -0.0153768 0.0129473 -0.0542148 0.00108913 0.00189098 0.00105401 0.00172448 0.0240009
internal_weight=0 3702 3608 294 170 124 3314 3230 3181 3128 94
internal_count=3753 3702 3608 294 170 124 3314 3230 3181 3128 94
is_linear=0
shrinkage=0.0995203


Tree=167
num_leaves=16
num_cat=0
split_feature=19 0 19 5 1 1 1 9 6 8 2 2 17 10 8
split_gain=5.55974 24.8845 9.21738 9.53718 8.57525 7.23255 9.31035 9.72947 26.5854 13.0807 18.6861 8.56138 23.0197 22.1548 13.3124
threshold=0.11174500000000002 -0.065229999999999996 0.11697000000000003 -0.043449999999999996 0.0033150000000000007 -0.53140500000000002 -0.50954999999999984 -0.063329999999999984 -0.036009999999999993 -0.14546000000000001 -0.0023849999999999995 -0.19220999999999999 -0.17385999999999999 0.086165000000000019 0.085560000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1 -7 8 9 -8 -11 12 -9 14 -13
right_child=1 -3 3 -5 -6 6 7 11 -10 10 -12 13 -14 -15 -16
leaf_value=0.032446144706728706 -0.036313299801461418 -0.077187610612786728 -0.027152622628217139 0.048394685493423864 0.027484988345942513 -0.043634000345148249 0.038715445676270374 0.0095325464613852245 0.06549608713511848 0.010419281162933591 -0.054535209626286094 -0.002533845874560548 -0.081033227510802927 0.061645622795778676 0.029485105411261432
leaf_weight=71 51 50 66 50 50 47 68 68 84 127 67 2715 47 57 135
leaf_count=71 51 50 66 50 50 47 68 68 84 127 67 2715 47 57 135
internal_value=0 -0.0138931 0.000687162 0.0120597 -0.00359487 0.00100768 0.000353816 0.000967904 0.0167761 0.00115282 -0.0120092 -0.000841764 -0.0274742 0.000211525 -0.00101687
internal_weight=0 267 217 166 116 3486 3415 3368 346 262 194 3022 115 2907 2850
internal_count=3753 267 217 166 116 3486 3415 3368 346 262 194 3022 115 2907 2850
is_linear=0
shrinkage=0.0995203


Tree=168
num_leaves=13
num_cat=0
split_feature=2 4 30 4 1 8 6 29 0 0 5 10
split_gain=6.5575 10.1747 13.2271 8.78509 12.6607 6.1887 13.0201 9.09093 12.3212 10.4777 21.7417 20.3475
threshold=0.25779000000000007 0.13584500000000002 0.095600000000000032 0.14257000000000006 -0.010395 -0.15713999999999997 -0.042294999999999992 0.097705000000000028 0.13167000000000004 0.0083400000000000019 0.27287000000000011 0.086165000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 6 -1 8 9 11 -11 -7
right_child=3 2 -4 -5 -6 7 -8 -9 -10 10 -12 -13
leaf_value=0.063306708338214321 0.034604609021083456 0.067218516471894599 -0.0037508068834545428 -0.04723998394769905 -0.029297991148759198 -0.00065081749063296073 -0.0097014294716407691 -0.044523837298303941 0.039109444011414328 -0.05730712832227193 0.0096694327548785645 0.057886175159961258
leaf_weight=46 53 52 52 66 73 2972 51 46 78 95 97 60
leaf_count=46 53 52 52 66 73 2972 51 46 78 95 97 60
internal_value=0 0.00105719 0.031726 -0.0178258 -0.00241183 0.000131106 0.0249126 -0.000586632 2.52083e-05 -0.000920125 -0.0234658 0.000507297
internal_weight=0 3549 104 192 126 3445 97 3348 3302 3224 192 3032
internal_count=3741 3549 104 192 126 3445 97 3348 3302 3224 192 3032
is_linear=0
shrinkage=0.0995203


Tree=169
num_leaves=11
num_cat=0
split_feature=24 12 13 5 3 3 22 0 0 5
split_gain=5.23304 4.51248 10.9362 6.49909 14.6195 11.2542 10.4419 13.1816 9.95201 7.46809
threshold=0.10415500000000003 0.098735000000000017 1.0000000180025095e-35 -0.11065499999999999 0.16149500000000003 0.13977500000000004 0.096620000000000025 -0.036664999999999996 -0.103645 -0.093875
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 9 7 8 -1 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=0.020508922139007044 -0.032919170390063958 -0.030140430474979163 0.048589974917870725 -0.025229792074991857 -0.049632866975448289 0.044217433663950839 -0.027707587808351381 0.064101045603610518 -0.0053236498296495407 -0.00052357898668714032
leaf_weight=326 47 47 47 127 62 54 70 46 270 2645
leaf_count=326 47 47 47 127 62 54 70 46 270 2645
internal_value=0 0.000499125 0.000894211 0.000271289 -0.00182804 -0.000778948 0.00878767 0.0127682 0.00880487 -0.0016558
internal_weight=0 3694 3647 3600 2888 2826 712 642 596 2772
internal_count=3741 3694 3647 3600 2888 2826 712 642 596 2772
is_linear=0
shrinkage=0.0995203


Tree=170
num_leaves=13
num_cat=0
split_feature=26 29 26 8 4 2 2 4 2 1 3 8
split_gain=5.43067 8.65336 9.22534 6.85864 29.4023 13.384 11.9184 12.5552 12.4612 11.6431 8.97124 1.92173
threshold=0.41171000000000008 0.10207000000000002 -0.236315 0.025720000000000003 0.081540000000000015 -0.157135 -0.10934999999999999 0.14257000000000006 -0.14884499999999998 -0.054974999999999996 0.10214500000000003 0.099175000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 9 -4 8 -8 -7 -5 -6 -12
right_child=-2 -3 3 4 10 6 7 -9 -10 -11 11 -13
leaf_value=0.032391826397045333 0.024790744059660162 -0.033966151749677952 0.050776357665974235 -0.091410149763779841 0.050178931726613495 -0.00053476724771069789 0.0020916690033199676 -0.037860940680974994 -0.067035786076322643 -0.028257727234584817 0.011601890768387602 -0.014852007959974269
leaf_weight=86 86 75 52 46 46 59 2971 80 53 78 52 57
leaf_count=86 86 75 52 46 46 59 2971 80 53 78 52 57
internal_value=0 -0.000510314 0.000190348 -0.000602013 -0.0155699 0.000696658 -0.000126398 0.00104381 -0.0320113 -0.0516919 0.0133224 -0.00222429
internal_weight=0 3655 3580 3494 279 3215 3163 3051 112 124 155 109
internal_count=3741 3655 3580 3494 279 3215 3163 3051 112 124 155 109
is_linear=0
shrinkage=0.0995203


Tree=171
num_leaves=9
num_cat=0
split_feature=36 36 6 3 1 9 30 38
split_gain=4.55022 11.7224 7.67963 9.84362 12.2466 8.43723 8.48577 3.63734
threshold=0.088355000000000031 0.07989000000000003 -0.48214499999999999 0.014805000000000004 0.5126750000000001 0.14318500000000003 0.095355000000000023 -0.080750000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -2
right_child=7 -3 3 4 -6 -7 -8 -9
leaf_value=0.037579774850861988 -0.0023722592678718842 0.050001815572092628 -0.037534945670146917 0.0022501704592816866 -0.050850408779852176 -0.03583864526938417 -0.032053838723919287 -0.04155371653519753
leaf_weight=53 48 47 70 3297 46 61 73 46
leaf_count=53 48 47 70 3297 46 61 73 46
internal_value=0 0.000621424 -2.3038e-05 -0.000585138 0.000158511 0.000842636 0.00150684 -0.0215549
internal_weight=0 3647 3600 3547 3477 3431 3370 94
internal_count=3741 3647 3600 3547 3477 3431 3370 94
is_linear=0
shrinkage=0.0995203


Tree=172
num_leaves=18
num_cat=0
split_feature=18 0 22 1 5 0 1 9 1 10 26 17 5 3 6 18 5
split_gain=6.86938 7.34471 23.4845 8.8738 20.0419 32.7274 13.4485 12.0006 20.0151 10.1589 8.86549 6.7917 6.52757 9.01538 4.58622 4.24284 6.15261
threshold=0.31690500000000005 -0.23058999999999999 0.078015000000000015 0.031740000000000011 -0.11065499999999999 -0.078954999999999984 0.081675000000000011 0.092855000000000021 0.50996500000000011 0.090150000000000022 -0.14859999999999998 0.14342500000000005 0.62404000000000015 0.090695000000000012 -0.0062199999999999998 -0.42248000000000002 0.51524500000000006
decision_type=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 -5 11 -9 10 14 -8 13 -12 -3 16 -7
right_child=-2 3 -4 4 5 15 7 8 -10 -11 12 -13 -14 -15 -16 -17 -18
leaf_value=0.058556065976431489 -0.038186779863246235 0.0093052419793169024 -0.031756524984842896 0.040097667643044253 -0.082267120615846484 0.029280414874887108 0.01117565620938603 -0.051056746599578054 0.025091552076367866 0.046482924430316597 -0.004338154341194795 -0.023315260837286342 -0.029661414122639576 0.0076801891321432586 0.052611084945719588 -0.028725673333114873 -0.020459575725803036
leaf_weight=75 47 49 46 73 88 53 294 113 49 50 1408 70 71 1102 48 53 46
leaf_count=75 47 49 46 73 88 53 294 113 49 50 1408 70 71 1102 48 53 46
internal_value=0 0.000101779 0.0242156 -0.000715982 -0.00966683 -0.0339669 6.80771e-05 -0.00548581 -0.0280192 0.00203656 0.00120641 0.00454054 9.6028e-05 0.000938099 0.0307434 -0.00599829 0.00616064
internal_weight=0 3688 121 3567 839 240 599 526 162 2728 2678 364 2581 2510 97 152 99
internal_count=3735 3688 121 3567 839 240 599 526 162 2728 2678 364 2581 2510 97 152 99
is_linear=0
shrinkage=0.0995203


Tree=173
num_leaves=18
num_cat=0
split_feature=18 0 22 1 5 21 0 1 9 8 10 26 8 8 8 6 3
split_gain=5.57014 5.95518 19.0431 7.19549 16.2518 36.5952 12.6081 10.9048 9.73042 18.7647 8.23742 7.18916 6.16188 5.86729 14.7824 3.71834 3.66693
threshold=0.31690500000000005 -0.23058999999999999 0.078015000000000015 0.031740000000000011 -0.11065499999999999 0.09360000000000003 -0.062294999999999996 0.081675000000000011 0.092855000000000021 -0.084554999999999991 0.090150000000000022 -0.14859999999999998 -0.15713999999999997 0.099175000000000027 0.090890000000000012 -0.0062199999999999998 0.11225500000000002
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 7 -6 16 -5 12 -10 11 15 -9 14 -13 -3 -7
right_child=-2 3 -4 4 5 6 -8 8 9 -11 -12 13 -14 -15 -16 -17 -18
leaf_value=0.05272855326382505 -0.034386425738558678 0.0083791824653183349 -0.028596110445902646 0.036107139632924237 -0.11039573055663178 -0.044050668149515956 0.028161202920511514 0.025274242423832104 -0.068246367335048561 0.0014316521126669724 0.041856935110925621 -0.00017234267145854463 -0.0038231742808132389 -0.026972011408716315 0.054488581558788107 0.047375219443094474 -0.011584893023527181
leaf_weight=75 47 49 46 73 46 69 56 99 62 100 50 2454 265 77 50 48 69
leaf_count=75 47 49 46 73 46 69 56 99 62 100 50 2454 265 77 50 48 69
internal_value=0 9.16495e-05 0.021805 -0.000644682 -0.00870479 -0.0305869 -0.0116589 6.13022e-05 -0.0049397 -0.0252302 0.00183391 0.00108635 0.00408844 8.64081e-05 0.000918804 0.0276846 -0.0278237
internal_weight=0 3688 121 3567 839 240 194 599 526 162 2728 2678 364 2581 2504 97 138
internal_count=3735 3688 121 3567 839 240 194 599 526 162 2728 2678 364 2581 2504 97 138
is_linear=0
shrinkage=0.0995203


Tree=174
num_leaves=18
num_cat=0
split_feature=30 26 5 2 20 13 0 0 0 18 5 26 9 6 9 0 4
split_gain=5.32758 6.3086 7.23154 17.1756 14.1216 16.4303 15.1728 23.1507 11.5347 11.4811 10.109 27.6031 29.4191 12.5357 9.6464 9.30229 8.25154
threshold=0.12577500000000003 0.40795000000000009 0.043850000000000007 0.11241000000000002 0.087625000000000022 0.080720000000000028 -0.036664999999999996 0.036480000000000005 -0.10096999999999999 -0.0042299999999999994 0.26245000000000007 -0.080514999999999989 0.083610000000000032 -0.07990499999999999 0.087055000000000021 -0.16423499999999999 0.10398500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 6 9 -8 15 -1 11 -4 -13 -12 -10 -6 -15
right_child=-2 -3 3 -5 8 -7 7 -9 14 -11 13 12 -14 16 -16 -17 -18
leaf_value=0.0075680471374531214 -0.033967410372425719 0.026592829424850403 -0.075171271829276465 -0.05192879508606723 0.019534551908768027 -0.052311621517057427 0.087446677080333823 -0.0035580827390882517 -0.029495539978308907 -0.0065582622739068916 0.053043392092901959 0.056866091416922428 -0.01802258364300454 -0.005017110496347464 0.034264872494859731 0.079133145010005609 0.039966520868240756
leaf_weight=1005 46 87 64 81 50 58 50 62 47 1316 51 64 276 331 47 54 46
leaf_count=1005 46 87 64 81 50 58 50 62 47 1316 51 64 276 331 47 54 46
internal_value=0 0.00011156 -0.000527822 -0.00818071 0.00207027 3.66267e-05 0.00128489 0.0370618 0.027651 -0.000441175 -0.00392059 -0.0152123 -0.00392348 0.00673601 0.00237596 0.0504879 0.000469441
internal_weight=0 3689 3602 913 2689 2491 2433 112 198 2321 832 404 340 428 94 104 377
internal_count=3735 3689 3602 913 2689 2491 2433 112 198 2321 832 404 340 428 94 104 377
is_linear=0
shrinkage=0.0995203


Tree=175
num_leaves=15
num_cat=0
split_feature=19 17 26 19 26 0 20 6 0 13 28 3 6 3
split_gain=5.00213 14.8051 15.689 13.5235 10.0287 8.47439 7.50866 13.9607 10.3537 8.97437 8.5828 8.53912 12.5244 12.0009
threshold=0.10713500000000002 0.41580500000000009 0.086515000000000022 0.099595000000000017 0.078560000000000019 -0.086589999999999986 0.059705000000000015 -0.10287 -0.10096999999999999 0.080720000000000028 0.082705000000000015 0.14721500000000004 -0.42102499999999998 0.18676500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 -2 -3 9 8 -8 10 11 12 -1 -13
right_child=1 5 -4 -5 -6 -7 7 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.033666021293390087 -0.029208802668910225 -0.019273502220925172 -0.063687150574475326 0.054447733301030296 0.028893377853676423 0.034326448221942717 0.055907014837791653 -0.018524382135919702 0.0065235727417532951 -0.037507301782428025 0.037174329577094066 0.051158072545004686 -0.00094539030246946587 -0.0071318345351806317
leaf_weight=121 76 46 78 46 48 80 90 76 79 66 59 72 2730 68
leaf_count=121 76 46 78 46 48 80 90 76 79 66 59 72 2730 68
internal_value=0 -0.0120154 -0.0287158 0.00085255 -0.00671103 0.0147517 0.000118781 0.0168945 0.0328273 -0.00119997 -0.000414033 -0.00115577 -0.00233438 0.02284
internal_weight=0 328 202 3407 124 126 3361 245 169 3116 3050 2991 2851 140
internal_count=3735 328 202 3407 124 126 3361 245 169 3116 3050 2991 2851 140
is_linear=0
shrinkage=0.0995203


Tree=176
num_leaves=12
num_cat=0
split_feature=12 38 29 29 0 18 9 18 11 20 20
split_gain=12.7045 8.72545 7.34806 12.013 6.45567 28.8116 18.5862 31.5819 12.1636 8.91484 8.47642
threshold=-0.079920000000000005 -0.051829999999999994 -0.082564999999999986 -0.091704999999999995 -0.13752999999999999 0.10861000000000003 0.088365000000000013 -0.065634999999999985 -0.15948499999999999 -0.20190499999999997 -0.11197
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -4 -6 -10 -11
right_child=1 2 4 -5 8 -7 -8 -9 9 10 -12
leaf_value=0.042981876391919936 -0.035804089024984109 -0.0031310312856865112 -0.089581549411128683 0.060754009133209386 0.051000128619011549 0.057171397695627388 0.038058200486885949 -0.014317281195304623 -0.036194496277840514 0.029414964990610751 -0.0002137489627321434
leaf_weight=67 69 68 68 51 47 53 47 294 66 99 2811
leaf_count=67 69 68 68 51 47 53 47 294 66 99 2811
internal_value=0 -0.000748037 -7.66472e-05 0.0242414 -0.000907255 -0.011864 -0.020812 -0.0284576 0.000766982 -2.60766e-05 0.000793957
internal_weight=0 3673 3604 119 3485 462 409 362 3023 2976 2910
internal_count=3740 3673 3604 119 3485 462 409 362 3023 2976 2910
is_linear=0
shrinkage=0.0995203


Tree=177
num_leaves=9
num_cat=0
split_feature=12 11 12 35 30 30 10 6
split_gain=10.3016 7.15349 8.70913 6.58894 7.0355 10.0327 9.7704 2.84341
threshold=-0.079920000000000005 -0.16980999999999999 0.078440000000000024 -0.033755 0.10000000000000002 0.086750000000000022 0.090150000000000022 -0.104035
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -4
right_child=1 2 7 4 -6 -7 -8 -9
leaf_value=0.038704312053912261 -0.031302773195685987 -0.032731104769693209 0.047684639713493994 -0.00094045937155202725 -0.029055010169859969 0.044696009257894298 0.040268254193517275 0.01266203367642082
leaf_weight=67 74 63 46 3254 82 50 58 46
leaf_count=67 74 63 46 3254 82 50 58 46
internal_value=0 -0.000673592 -4.35893e-05 -0.000836745 -0.000253074 0.00044917 -0.000218561 0.0301823
internal_weight=0 3673 3599 3507 3444 3362 3312 92
internal_count=3740 3673 3599 3507 3444 3362 3312 92
is_linear=0
shrinkage=0.0995203


Tree=178
num_leaves=12
num_cat=0
split_feature=12 12 2 11 29 27 5 0 1 6 6
split_gain=8.35322 6.05994 7.65813 11.2236 11.1406 13.3366 17.0067 11.0362 10.5638 9.77147 7.98114
threshold=-0.079920000000000005 -0.0079749999999999995 0.25779000000000007 -0.15948499999999999 -0.082294999999999993 1.0000000180025095e-35 0.064585000000000017 -0.13955999999999999 -0.50954999999999984 -0.092034999999999992 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 9 8 -7 -4 -6 -5 -9
right_child=1 2 7 4 5 6 -8 10 -10 -11 -12
leaf_value=0.034852450114521323 -0.036501268375342677 0.044655413383377682 -0.055562970830341757 0.066393206028172377 0.041964695166059489 -0.010584426125523454 -0.076649398950249734 0.028254777750756715 0.00012652022807713712 0.0054104615308502458 -0.025797481132252022
leaf_weight=67 46 57 59 46 61 216 47 48 2971 60 62
leaf_count=67 46 57 59 46 61 216 47 48 2971 60 62
internal_value=0 -0.000606534 -0.000151067 0.000859657 0.000125409 -0.000895965 -0.0223938 -0.0208369 0.000968522 0.0318824 -0.0022036
internal_weight=0 3673 3627 3458 3401 3295 263 169 3032 106 110
internal_count=3740 3673 3627 3458 3401 3295 263 169 3032 106 110
is_linear=0
shrinkage=0.0995203


Tree=179
num_leaves=9
num_cat=0
split_feature=1 11 11 9 3 0 29 3
split_gain=4.66094 7.97838 8.39182 9.44202 7.93306 9.57198 7.74814 4.95337
threshold=0.52078500000000016 -0.16980999999999999 -0.086319999999999994 0.14318500000000003 0.14940500000000004 0.14315500000000003 -0.082564999999999986 0.11663500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -2
right_child=7 2 3 -5 -6 -7 -8 -9
leaf_value=-0.033818614218183128 -0.0018801778883563221 0.037987396468843901 0.029003751014506803 -0.04032824512908665 0.035153186149078697 0.038256576205878003 -0.0019708151130740279 0.043354991195164207
leaf_weight=70 46 57 82 58 63 62 3252 50
leaf_count=70 46 57 82 58 63 62 3252 50
internal_value=0 -0.000544359 0.000107119 -0.000506575 0.000160913 -0.000487996 -0.00120875 0.0216713
internal_weight=0 3644 3574 3517 3459 3396 3334 96
internal_count=3740 3644 3574 3517 3459 3396 3334 96
is_linear=0
shrinkage=0.0995203


Tree=180
num_leaves=9
num_cat=0
split_feature=36 36 6 11 9 28 30 0
split_gain=5.47496 10.1084 6.49693 7.94107 7.0521 7.92903 8.17688 4.43218
threshold=0.087940000000000018 0.078360000000000027 -0.48214499999999999 -0.015740000000000001 0.14318500000000003 0.082705000000000015 0.10000000000000002 -0.053679999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -2
right_child=7 -3 3 4 -6 -7 -8 -9
leaf_value=0.034723559034058819 -0.042607284754140405 0.047086802646908441 -0.032639208090913696 0.00096313172011257536 -0.034722520824525302 0.035861277598013691 -0.032489828178467142 -0.00036895023524317802
leaf_weight=53 53 46 74 3279 56 63 74 46
leaf_count=53 53 46 74 3279 56 63 74 46
internal_value=0 0.000729685 0.000136951 -0.000379764 0.000307558 0.000882062 0.000224587 -0.0229897
internal_weight=0 3645 3599 3546 3472 3416 3353 99
internal_count=3744 3645 3599 3546 3472 3416 3353 99
is_linear=0
shrinkage=0.0995203


Tree=181
num_leaves=21
num_cat=0
split_feature=1 6 10 5 3 1 1 6 5 30 10 27 26 21 1 5 5 1 17 21
split_gain=4.70244 12.1098 10.3801 9.19038 9.44884 9.14012 11.5004 31.9741 8.4095 7.71258 9.21616 7.40155 6.04096 9.97573 14.4954 5.54408 4.51017 4.22388 3.53031 1.93893
threshold=0.2705800000000001 -0.042294999999999992 0.078430000000000014 -0.22999499999999998 0.11252000000000002 0.073820000000000011 0.024780000000000007 -0.063485 -1.0000000180025095e-35 0.092515000000000028 0.090150000000000022 0.081990000000000021 -0.076124999999999998 0.015410000000000002 0.51390500000000017 -0.066919999999999993 0.44834500000000005 0.50462500000000021 0.16421000000000005 0.084260000000000015
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 18 6 9 15 -7 10 11 -5 -2 14 17 -8 -17 -14 19 -1
right_child=1 -3 -4 5 -6 8 7 -9 -10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21
leaf_value=0.033775645304749302 -0.019248117257365745 -0.05811772430629869 -0.044979501615706609 0.0018450029041769693 0.052952214644612375 0.0011886984659184843 0.022700917417902242 -0.094704378938081243 0.05781442990596701 -0.038423713041655573 0.045100907417205821 -0.022063100622582616 0.069732462085054583 -0.023142176465275114 -0.012544418432683252 -0.034006093135930886 0.0039435454881041167 0.028362199276844129 -0.012554315704037193 0.0050107800791489186
leaf_weight=46 86 46 52 2564 65 53 56 48 51 49 47 135 48 59 63 62 62 50 55 47
leaf_count=46 86 46 52 2564 65 53 56 48 51 49 47 135 48 59 63 62 62 50 55 47
internal_value=0 -0.0100489 -0.00387014 0.00131892 0.0213212 -4.32993e-05 -0.00104154 -0.0225334 0.028965 0.000711353 0.00140998 0.000648851 0.0031131 0.011858 0.0246893 -0.00328328 -0.0150247 0.0486336 0.00742365 0.0192474
internal_weight=0 404 358 3340 213 3127 3023 228 104 2795 2746 2699 306 220 161 180 124 98 148 93
internal_count=3744 404 358 3340 213 3127 3023 228 104 2795 2746 2699 306 220 161 180 124 98 148 93
is_linear=0
shrinkage=0.0995203


Tree=182
num_leaves=11
num_cat=0
split_feature=27 29 27 6 5 30 27 27 2 8
split_gain=4.01747 5.43275 7.43533 6.77214 19.4836 8.1151 8.37993 12.9779 4.64247 2.61838
threshold=-0.095019999999999993 0.095535000000000023 0.10485500000000002 -0.42102499999999998 -0.46244499999999994 0.090250000000000025 0.091025000000000009 0.085910000000000028 -0.022909999999999996 -0.080659999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 6 7 -5 -4 -2
right_child=1 -3 8 5 -6 -7 -8 -9 -10 -11
leaf_value=0.027031651682827632 -0.0095648370192221964 -0.026644069979162275 0.047171572664624364 -0.00057021113866258537 -0.065805502736263205 0.033694594594127748 -0.039946385704663641 0.044694314951859146 0.0044255524358464571 0.023827071391999494
leaf_weight=54 46 76 53 3174 59 71 52 64 48 47
leaf_count=54 46 76 53 3174 59 71 52 64 48 47
internal_value=0 -0.000311261 0.000242274 -0.000522899 -0.02107 0.000406091 -0.000312044 0.000324203 0.0268647 0.00730184
internal_weight=0 3690 3614 3513 152 3361 3290 3238 101 93
internal_count=3744 3690 3614 3513 152 3361 3290 3238 101 93
is_linear=0
shrinkage=0.0995203


Tree=183
num_leaves=18
num_cat=0
split_feature=0 4 4 8 4 0 4 11 8 10 2 6 3 27 0 8 1
split_gain=4.38445 16.7041 24.7472 28.998 19.9533 14.5356 58.0077 15.215 23.1696 13.1903 22.9218 11.715 10.9482 10.6555 14.425 10.8711 6.08588
threshold=-0.13752999999999999 0.095545000000000033 0.10423500000000002 -1.0000000180025095e-35 0.088720000000000021 -0.105055 0.099305000000000018 -0.100185 -0.082419999999999993 0.078340000000000021 0.084895000000000012 -0.043894999999999997 0.14940500000000004 -0.038765000000000001 0.14315500000000003 0.0051800000000000014 0.012830000000000003
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 9 6 11 8 -7 10 -1 -2 13 -9 15 -15 -4
right_child=5 2 3 -5 -6 7 -8 12 -10 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=0.057885478644418641 0.01582668622189274 -0.08254819472383651 -0.016955586177449255 0.035178001773322004 0.069450984361527093 -0.089026084966617153 0.11772474146686844 -0.045955971596636405 0.010313451165861307 -0.049344958906744257 -0.021870327519693124 -0.044645290045596704 0.039889745458043191 0.0020298666231514445 0.049130135449653618 -0.017661373408188453 -0.061326003789226466
leaf_weight=61 90 59 58 85 46 47 52 49 46 47 86 49 70 2461 60 313 65
leaf_count=61 90 59 58 85 46 47 52 49 46 47 86 49 70 2461 60 313 65
internal_value=0 -0.00853048 -0.0256579 -0.00951676 0.0105203 0.00142268 0.0280548 -0.000247023 -0.0398816 -0.0034487 0.0112201 -0.00548489 0.00100093 5.64128e-05 0.000852259 -0.000191669 -0.04041
internal_weight=0 507 267 208 240 3237 191 3046 93 194 147 139 2953 2883 2834 2774 123
internal_count=3744 507 267 208 240 3237 191 3046 93 194 147 139 2953 2883 2834 2774 123
is_linear=0
shrinkage=0.0995203


Tree=184
num_leaves=15
num_cat=0
split_feature=6 0 21 8 6 0 0 0 0 8 27 9 11 17
split_gain=5.1941 5.33213 13.9729 19.3956 30.3187 9.51877 6.98428 14.9437 7.71161 17.7665 14.8767 13.9151 10.0139 7.6146
threshold=-0.52821499999999999 -0.15137999999999999 -0.0092899999999999996 -0.084554999999999991 -0.084184999999999996 -0.23099 -0.142265 -0.13752999999999999 -0.105055 -0.11061499999999999 -0.038765000000000001 0.086965000000000028 -0.100185 -0.079754999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 13 -8 9 -9 -10 -11 -12 -3
right_child=1 6 3 4 -6 -7 7 8 10 11 12 -13 -14 -15
leaf_value=0.027880592410194225 -0.049853944081401369 0.049881805018364707 -0.041581751166178661 -0.040234591265257254 0.082415308229305345 0.019713103129206305 -0.049605213937308511 0.068090229351301684 -0.048090240777589943 -0.040314290048859266 -0.034633974427717706 0.028425849641179363 0.0017328160530829895 -0.0023396554333552783
leaf_weight=66 76 59 77 54 51 51 59 55 63 50 77 70 2875 52
leaf_count=66 76 59 77 54 51 51 59 55 63 50 77 70 2875 52
internal_value=0 -0.000287974 -0.0127988 -0.000708559 0.0194608 -0.0111093 0.000862328 2.34085e-05 0.000941562 0.0212518 -0.000237034 -0.000209058 0.000783946 0.0254103
internal_weight=0 3669 309 233 156 105 3360 3249 3190 175 3015 120 2952 111
internal_count=3735 3669 309 233 156 105 3360 3249 3190 175 3015 120 2952 111
is_linear=0
shrinkage=0.0995203


Tree=185
num_leaves=19
num_cat=0
split_feature=11 11 0 5 18 4 4 18 4 6 18 18 0 18 5 17 18 6
split_gain=4.89927 10.6266 4.50683 19.8663 30.1191 22.2823 24.56 8.71176 10.5573 29.7187 38.9523 18.8371 9.26324 7.9679 7.83484 5.04464 3.5702 2.18772
threshold=-0.16269500000000001 -0.087979999999999989 -0.036664999999999996 0.19791500000000004 -0.034774999999999993 0.078635000000000024 0.10739000000000003 0.12892000000000003 0.077430000000000013 -0.0072949999999999994 -0.07657499999999999 -0.0010249999999999999 -0.13955999999999999 0.11207000000000002 -0.068984999999999991 -0.07496499999999999 -0.14734 -0.41548999999999997
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 16 -4 -7 8 12 11 -11 -10 -3 -14 -9 -16 -5 -8
right_child=1 2 3 4 -6 6 17 14 9 10 -12 -13 13 -15 15 -17 -18 -19
leaf_value=0.023127016572938541 -0.04504459743776585 0.039894502418571655 -0.011260788098701281 0.037813168753205589 -0.062735709605045473 0.1084213167210409 0.039705376134941073 0.049203839214432575 0.046985509606102038 -0.12041586381434029 -0.013488060458194532 -0.010093997402947828 0.00095877562323684997 -0.026144763211382697 0.030872918024508204 -0.0086281911239151545 0.0034683083602837297 0.010268171636946856
leaf_weight=90 52 58 86 48 76 51 46 60 67 54 90 394 2178 113 51 86 80 55
leaf_count=90 52 58 86 48 76 51 46 60 67 54 90 394 2178 113 51 86 80 55
internal_value=0 -0.000377489 0.000268732 0.00967982 -0.0131068 0.0292146 0.0521206 -0.00105113 -0.00240273 -0.014126 -0.0535917 -0.0017965 0.000616321 -0.000377707 0.0192118 0.00607063 0.016354 0.0236833
internal_weight=0 3645 3593 442 204 238 152 3151 2954 605 144 461 2349 2291 197 137 128 101
internal_count=3735 3645 3593 442 204 238 152 3151 2954 605 144 461 2349 2291 197 137 128 101
is_linear=0
shrinkage=0.0995203


Tree=186
num_leaves=13
num_cat=0
split_feature=6 1 9 19 12 3 6 26 29 27 27 1
split_gain=4.41287 7.49276 8.13249 15.8118 14.9557 11.6406 21.1588 9.3234 9.20638 8.17073 23.8031 7.36233
threshold=-0.52821499999999999 0.51334500000000016 -0.0098899999999999995 0.082490000000000022 -1.0000000180025095e-35 0.10726500000000001 -0.088954999999999992 -0.080514999999999989 -1.0000000180025095e-35 0.085910000000000028 1.0000000180025095e-35 -0.50954999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7 -4 10 11 -10
right_child=1 -3 8 -5 5 7 -8 -9 9 -11 -12 -13
leaf_value=0.025675275342683049 0.065580030152203539 -0.034313999974368369 -0.037371188973545189 -0.041782222843342424 0.016919621007705776 -0.0093722349652730456 -0.065306361084182682 0.042442562608989799 0.033691093968139983 0.032055696658263737 -0.054979984497573721 -0.00069783996045201773
leaf_weight=66 60 63 69 46 95 47 46 128 63 74 80 2898
leaf_count=66 60 63 69 46 95 47 46 128 63 74 80 2898
internal_value=0 -0.000288648 0.000305578 0.0132877 0.0200272 0.0113753 -0.00990008 0.0285219 -0.00141479 -0.000618061 -0.00141342 3.35635e-05
internal_weight=0 3669 3606 422 376 316 141 175 3184 3115 3041 2961
internal_count=3735 3669 3606 422 376 316 141 175 3184 3115 3041 2961
is_linear=0
shrinkage=0.0995203


Tree=187
num_leaves=11
num_cat=0
split_feature=3 3 3 6 3 0 4 6 5 6
split_gain=4.04 11.693 6.03427 6.3693 6.66196 6.92422 11.9928 7.24494 14.3083 10.7329
threshold=-0.03893499999999999 -0.16443499999999997 1.0000000180025095e-35 -0.52821499999999999 0.080495000000000025 -0.23177499999999998 0.10252500000000002 -0.25061999999999995 -0.42170999999999997 -0.23020499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 -6 8 -7 -9
right_child=2 -3 3 4 5 7 -8 9 -10 -11
leaf_value=-0.014763202739649945 -0.02743315761526716 0.051676542427730413 0.036598256453637519 0.034402034867337311 -0.063096566075690141 0.0033956901306793756 0.007255806727165021 0.045660712996823609 -0.067650321291442175 7.9177234919021482e-05
leaf_weight=51 80 54 47 54 47 72 49 52 46 3183
leaf_count=51 80 54 47 54 47 72 49 52 46 3183
internal_value=0 0.019398 -0.000403472 0.000205418 -0.000282634 -0.00082592 -0.027179 -7.11577e-05 -0.0242933 0.000812117
internal_weight=0 105 3630 3550 3503 3449 96 3353 118 3235
internal_count=3735 105 3630 3550 3503 3449 96 3353 118 3235
is_linear=0
shrinkage=0.0995203


Tree=188
num_leaves=10
num_cat=0
split_feature=17 36 4 2 21 9 6 6 26
split_gain=8.40958 3.92658 6.4482 9.45875 7.57752 15.9701 7.29147 17.3283 2.48224
threshold=-0.57205499999999987 0.088355000000000031 0.15730000000000002 0.41639000000000009 -0.091649999999999995 0.086375000000000021 -0.47103 -0.42102499999999998 -0.08274999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -8 -3
right_child=1 8 -4 -5 6 -7 7 -9 -10
leaf_value=0.041121717884136218 0.058693559543222022 -0.0042674171182898154 -0.036473910074645732 0.043181395436337679 0.034771914560588375 -0.01662337008842062 -0.053559657481459327 -0.00044760729076040933 -0.036633842755845338
leaf_weight=49 63 47 47 51 56 50 62 3256 47
leaf_count=49 63 47 47 51 56 50 62 3256 47
internal_value=0 -0.00038064 0.000145603 0.000632301 9.753e-06 0.0253602 -0.000839028 -0.0014403 -0.0204593
internal_weight=0 3679 3585 3538 3487 113 3374 3318 94
internal_count=3728 3679 3585 3538 3487 113 3374 3318 94
is_linear=0
shrinkage=0.0995203


Tree=189
num_leaves=11
num_cat=0
split_feature=18 20 20 9 11 11 12 3 3 4
split_gain=5.20678 12.106 6.13376 10.9324 7.95115 7.25527 6.66648 15.7861 8.31675 5.45339
threshold=0.18126000000000006 -0.079725000000000004 -0.15615999999999999 0.089855000000000032 0.086705000000000018 -0.100185 -0.027854999999999998 0.014805000000000004 0.081685000000000021 0.13686500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 9 -7 -8 -9 -4
right_child=1 -3 4 -5 -6 6 7 8 -10 -11
leaf_value=0.0033914036332501644 0.055001770839977877 -0.0077851170460260652 -0.050539901681720914 -0.05702595870638457 0.039233029900224897 0.03764289203881193 -0.047557228057661716 0.037917873963783051 0.00020579083664393178 -0.0033237421233743235
leaf_weight=69 55 68 49 52 51 47 68 59 3162 48
leaf_count=69 55 68 49 52 51 47 68 59 3162 48
internal_value=0 0.0202837 -0.000538593 -0.0225663 0.0002262 -0.00035304 0.000426861 -0.000104709 0.000896829 -0.0271837
internal_weight=0 123 3605 121 3484 3433 3336 3289 3221 97
internal_count=3728 123 3605 121 3484 3433 3336 3289 3221 97
is_linear=0
shrinkage=0.0995203


Tree=190
num_leaves=14
num_cat=0
split_feature=17 27 27 17 3 27 1 11 2 2 1 27 3
split_gain=6.31126 4.08481 15.2393 12.9608 12.0671 10.5675 8.28675 10.0003 9.67665 16.1339 10.9938 7.41997 6.56606
threshold=-0.57205499999999987 0.085600000000000023 0.087820000000000023 0.12088500000000003 0.10708000000000002 0.079415000000000027 -0.53140500000000002 -0.090469999999999995 -0.16935999999999998 -0.13088999999999998 -0.28064499999999998 0.10023500000000002 0.13345500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 11 6 -2 -8 10 -10 -9 -4 -6
right_child=1 2 3 -5 12 -7 7 8 9 -11 -12 -13 -14
leaf_value=0.035614785891859388 0.038393940542295057 0.063396401932360333 -0.060148908482804408 0.049781111307111728 0.038411292106396107 -0.044237626385820787 -0.044999330352724222 -0.0048138445490866722 0.045492012228595072 -0.00064434310473014146 -0.066469307710461403 -0.0058669828607691701 -0.0068464328787216245
leaf_weight=49 53 46 52 46 54 56 51 76 77 2997 46 48 77
leaf_count=49 53 46 52 46 54 56 51 76 77 2997 46 48 77
internal_value=0 -0.000338908 0.0103499 0.0015378 -0.00806556 -0.0013679 -0.000640169 -0.00127757 -0.000579622 0.000511051 -0.0280677 -0.0341018 0.0118032
internal_weight=0 3679 323 277 231 3356 3300 3247 3196 3074 122 100 131
internal_count=3728 3679 323 277 231 3356 3300 3247 3196 3074 122 100 131
is_linear=0
shrinkage=0.0995203


Tree=191
num_leaves=10
num_cat=0
split_feature=17 18 8 5 2 10 10 9 11
split_gain=5.11759 3.63448 10.1422 7.45391 8.35747 5.50326 12.1046 7.38387 9.01297
threshold=-0.57205499999999987 -0.41265499999999994 -0.041669999999999992 0.44834500000000005 -0.073369999999999991 0.091080000000000022 0.081365000000000021 -0.37999999999999995 -0.100185
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -3 -9
right_child=1 3 -4 4 -6 -7 -8 8 -10
leaf_value=0.032070396860047402 -0.0077439559782525643 0.035203899801049349 0.049444090485770933 -0.003192347227680835 -0.058118469382227284 -0.028098854467702526 0.044797948390933852 -0.033709122637437125 -9.0606162971770471e-05
leaf_weight=49 73 57 53 66 47 68 60 81 3174
leaf_count=49 73 57 53 66 47 68 60 81 3174
internal_value=0 -0.000305224 0.0163048 -0.000894497 -0.026045 -6.80945e-05 0.000496934 -0.000305375 -0.000927448
internal_weight=0 3679 126 3553 113 3440 3372 3312 3255
internal_count=3728 3679 126 3553 113 3440 3372 3312 3255
is_linear=0
shrinkage=0.0995203


Tree=192
num_leaves=13
num_cat=0
split_feature=4 12 21 4 21 4 6 6 3 3 6 0
split_gain=5.26323 7.72425 7.74555 9.49824 27.324 34.4363 31.8986 25.0112 15.0293 11.2203 8.43361 7.0817
threshold=0.15730000000000002 -0.079920000000000005 -0.14589999999999997 0.077845000000000025 -0.010234999999999999 0.08544000000000003 -0.0072949999999999994 0.024640000000000006 0.085845000000000019 0.14530500000000005 0.13734500000000002 -0.13955999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 9 6 8 -5 -7 -6 10 11 -4
right_child=-2 2 3 4 5 7 -8 -9 -10 -11 -12 -13
leaf_value=0.033888318423518811 -0.034175313424676654 0.03931770180226471 0.035020211002668035 -0.009681414699238557 -0.023760485066416676 -0.0023996534766928092 -0.12025527211199229 0.058568986259169203 -0.094599800875821274 0.047106685894196088 -0.038875091122884071 0.0004133272550585741
leaf_weight=63 47 46 60 59 71 670 46 74 51 52 53 2451
leaf_count=63 47 46 60 59 71 670 46 74 51 52 53 2451
internal_value=0 -0.000660269 -0.0012596 -0.0017802 -0.0101861 -0.0043719 -0.0581311 0.00366333 -0.0533804 0.00133955 0.000411037 0.00124058
internal_weight=0 3696 3633 3587 971 866 105 744 122 2616 2564 2511
internal_count=3743 3696 3633 3587 971 866 105 744 122 2616 2564 2511
is_linear=0
shrinkage=0.0995203


Tree=193
num_leaves=31
num_cat=0
split_feature=6 6 17 17 17 1 21 8 4 1 3 6 1 5 17 8 5 1 3 17 5 5 6 17 9 20 1 26 6 20
split_gain=4.28171 13.3889 14.9702 31.2275 23.2658 16.5523 30.578 31.2193 20.1955 18.1191 13.8882 11.4581 12.5824 11.3256 11.2366 11.2199 10.837 11.571 10.831 9.74084 12.2869 13.3839 9.23894 7.44364 7.44386 7.42814 4.72974 9.11972 3.87491 3.13456
threshold=0.016740000000000005 -0.011749999999999998 0.0031350000000000006 -0.0065549999999999992 0.12576000000000004 -0.28064499999999998 -0.083784999999999984 -0.066544999999999993 0.088435000000000027 -0.50290499999999982 0.086850000000000024 0.049085000000000011 0.11120500000000003 -0.0070049999999999999 0.4839500000000001 -0.096609999999999988 -0.13955999999999999 -0.046044999999999996 -0.025279999999999997 -0.067864999999999995 0.22078000000000006 -0.088935 -0.049814999999999991 -0.046254999999999998 0.085495000000000029 -0.076364999999999988 -0.17548999999999998 -0.070694999999999994 -0.0088699999999999994 -0.076005000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -4 8 28 -8 -3 -10 13 -2 16 15 19 -1 -13 26 -17 20 21 -12 -22 -21 -25 -20 -18 -28 -7 -16
right_child=11 2 4 -5 -6 6 7 -9 9 -11 14 12 -14 -15 29 18 17 -19 25 23 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.048021506320569479 0.048171696997594229 0.052920746588219159 -0.093370579631821021 0.065834586283987986 -0.001206299386709193 -0.01184452206642604 -0.029917306652164827 -0.1292541399252122 -0.067018839587005552 0.016611311124455626 -0.017037198441982072 0.044750133546011851 -0.043932494177383319 -0.059382354604931492 0.020207269730855459 0.043208581881467777 -0.026805291268724211 -0.041958957218648577 0.013789905149840199 -0.043602600449590495 0.0085879990433032904 0.042556515851538017 -0.034233972135706323 0.0076656103995137205 -0.012885074693936351 -0.028387240459562323 0.048195006925442194 0.0030137890782007495 0.028996695965642992 0.055509585767661712
leaf_weight=59 54 58 58 49 51 46 87 49 46 58 47 60 58 54 52 47 49 58 71 46 240 181 63 361 338 99 46 1164 46 48
leaf_count=59 54 58 58 49 51 46 87 49 46 58 47 60 58 54 52 47 49 58 71 46 240 181 63 361 338 99 46 1164 46 48
internal_value=0 -0.00370966 -0.0172431 -0.00904455 -0.0502554 -0.0184545 -0.0357372 -0.0657138 0.00586415 -0.0203711 0.000637059 0.00316732 0.0014732 -0.0176981 0.00503489 -0.0095395 0.00338631 0.00150123 0.00091959 0.00251656 0.0128165 0.0302683 -0.000312881 -0.00482361 -0.00227046 -0.0107673 0.00350402 0.0047321 0.00856719 0.0371606
internal_weight=0 2254 548 439 109 390 228 136 162 104 1706 1489 1435 330 1376 276 1377 1317 217 1276 531 228 303 745 699 170 1259 1210 92 100
internal_count=3743 2254 548 439 109 390 228 136 162 104 1706 1489 1435 330 1376 276 1377 1317 217 1276 531 228 303 745 699 170 1259 1210 92 100
is_linear=0
shrinkage=0.0995203


Tree=194
num_leaves=11
num_cat=0
split_feature=27 27 11 2 0 8 8 10 2 6
split_gain=4.36852 10.1227 12.9852 7.20196 8.64493 6.01808 12.7325 7.59926 14.3654 4.91664
threshold=0.11129500000000002 0.10153000000000002 -0.100185 -0.16935999999999998 0.10858000000000002 0.085560000000000011 0.14247500000000005 0.081620000000000012 -0.10934999999999999 -0.034094999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 8 -5 -8
right_child=-2 -3 3 5 -6 6 9 -9 -10 -11
leaf_value=-0.040938345160731984 -0.023737442991389707 0.040874519422132924 -0.057714108891980524 -0.0387623237654314 -0.0045670323595185195 0.054000397076355705 0.020146388345390748 0.034610419561487388 0.00033233666003751214 -0.024470778823024567
leaf_weight=79 81 58 46 96 89 64 47 61 3071 51
leaf_count=79 81 58 46 96 89 64 47 61 3071 51
internal_value=0 -0.000370931 -0.00103493 -0.000140409 -0.0226825 0.000757043 0.0194747 -0.000182065 -0.000852466 -0.0030644
internal_weight=0 3662 3604 3525 135 3390 162 3228 3167 98
internal_count=3743 3662 3604 3525 135 3390 162 3228 3167 98
is_linear=0
shrinkage=0.0995203


Tree=195
num_leaves=20
num_cat=0
split_feature=0 0 20 1 5 3 18 8 1 2 4 9 5 17 0 10 0 4 18
split_gain=4.16869 6.64367 29.045 45.7921 80.0348 5.97764 15.2761 15.7515 13.3559 12.3491 12.6615 21.4166 11.5187 20.24 13.5403 9.70317 11.8182 18.9619 10.8035
threshold=-0.25289499999999993 -0.15137999999999999 -0.071559999999999999 -0.0012649999999999998 -0.338115 0.091065000000000021 0.11061000000000003 -0.08595499999999999 0.51334500000000016 -0.088554999999999995 0.10724500000000002 0.087215000000000015 0.19791500000000004 -0.40451500000000001 -0.036664999999999996 0.077800000000000022 -0.032274999999999991 1.0000000180025095e-35 -0.091594999999999996
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 -5 6 15 -8 9 10 11 -7 14 -14 -11 16 17 -3 -18
right_child=1 5 3 4 -6 8 7 -9 -10 12 -12 -13 13 -15 -16 -17 18 -19 -20
leaf_value=0.024593523311661543 0.040687862223065523 -0.0028243578635863738 0.031968657751564669 -0.0027387785866631207 -0.15670099333353005 -0.081994820640749727 -0.0021098485682448953 -0.084047823853220488 -0.047240880741262738 0.010933930269699474 0.035450971205183097 -0.0077664319640263586 0.0068894593026793492 -0.052160257855006768 0.051851760109113583 0.035940826861256013 -0.011213291742227915 -0.045575391174888298 0.048403074399182573
leaf_weight=63 67 1246 68 79 58 47 46 47 49 1012 46 213 236 76 87 64 49 112 78
leaf_count=63 67 1246 68 79 58 47 46 47 49 1012 46 213 236 76 87 64 49 112 78
internal_value=0 -0.00122432 -0.0161921 -0.0347861 -0.0679259 -2.94686e-05 -0.00435221 -0.0435282 0.00398929 0.00545178 -0.0126708 -0.0211878 0.00938256 -0.00749183 0.0141739 -0.00199961 -0.0036353 -0.00635082 0.025395
internal_weight=0 3680 272 205 137 3408 1642 93 1766 1717 306 260 1411 312 1099 1549 1485 1358 127
internal_count=3743 3680 272 205 137 3408 1642 93 1766 1717 306 260 1411 312 1099 1549 1485 1358 127
is_linear=0
shrinkage=0.0995203


Tree=196
num_leaves=15
num_cat=0
split_feature=11 0 11 26 17 2 7 20 8 38 3 26 5 26
split_gain=5.77057 10.4024 9.77538 4.16402 10.0327 9.53396 5.52698 7.64227 11.8 5.46383 8.64419 4.6835 3.48033 3.07865
threshold=-0.15948499999999999 -0.061654999999999995 -0.087979999999999989 0.11215000000000001 -1.0000000180025095e-35 -0.055654999999999996 0.093110000000000012 -0.16295499999999999 -0.01187 -0.08236499999999998 0.0040650000000000009 0.15583500000000003 -0.0042299999999999994 0.11991000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 6 5 12 7 8 -4 -9 -11 13 -5 -6
right_child=2 -3 3 4 11 -7 -8 9 -10 10 -12 -13 -14 -15
leaf_value=0.057540304926243506 -0.044738769856913711 -0.0083143898363806854 0.010603674677097004 0.0043556318997189222 -0.019802071097930172 0.039720395941443165 0.031140589930565184 0.034504656616606587 -0.057976017185592685 -0.032132269272198671 0.0018685673089326349 -0.0027946847878969412 -0.028800736871561924 -0.049148577527164464
leaf_weight=47 49 48 46 84 69 60 60 49 54 76 2895 66 50 73
leaf_count=47 49 48 46 84 69 60 60 49 54 76 2895 66 50 73
internal_value=0 0.0242577 -0.000588848 1.48737e-05 -0.00952836 0.00674773 0.00122154 0.00064591 -0.0264212 0.00154244 0.000998529 -0.0247129 -0.00801004 -0.0348944
internal_weight=0 95 3631 3582 402 194 3180 3120 100 3020 2971 208 134 142
internal_count=3726 95 3631 3582 402 194 3180 3120 100 3020 2971 208 134 142
is_linear=0
shrinkage=0.0995203


Tree=197
num_leaves=26
num_cat=0
split_feature=1 6 2 2 8 18 1 0 5 1 0 2 6 0 26 8 26 8 26 29 3 5 3 3 0
split_gain=6.4229 15.7927 60.9824 12.069 9.75208 10.7727 12.694 9.70485 13.5017 8.67085 9.46153 8.6823 9.99569 7.78714 6.62513 12.0053 27.684 11.4071 16.0723 21.6162 14.9161 11.2929 10.6055 3.30778 7.41048
threshold=-0.029404999999999997 -0.0079349999999999993 0.097745000000000012 -0.029394999999999998 -0.49499500000000002 0.11835500000000003 0.00095500000000000023 -0.096724999999999992 -0.034484999999999995 0.005935000000000001 -0.14824999999999997 0.14685000000000001 -0.10754999999999999 -0.13955999999999999 -0.13924499999999998 0.0012600000000000003 1.0000000180025095e-35 -0.0024749999999999998 0.0054200000000000012 -0.036879999999999996 0.096775000000000014 0.27139000000000008 0.10684000000000003 0.090435000000000029 -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=7 4 3 23 -2 9 -7 8 -1 10 -6 12 -11 -12 -9 17 22 18 19 -16 -20 -19 -17 -3 -25
right_child=1 2 -4 -5 5 6 -8 14 -10 11 13 -13 -14 -15 15 16 -18 21 20 -21 -22 -23 -24 24 -26
leaf_value=-0.0035265726146269482 0.041209233955390799 -0.032182654414398389 -0.12439205076046629 0.041874074610650035 0.045587084775834674 -0.0017208374191671153 0.06519202058735836 0.033583432320476697 0.053231126062097421 0.0038968228375835046 -0.035485907502038082 -0.051710746206200808 -0.019269659100340154 0.0045159880273162346 0.0051338676757746362 0.025683084583413767 -0.090278385867144373 0.070172546847887318 -0.00053167671495476902 -0.081862049178213478 0.027954245428003077 0.0029269989003415011 -0.033017375205371256 0.024075011808253055 -0.03066733310295575
leaf_weight=77 54 70 51 46 51 64 50 63 90 346 53 49 395 532 62 70 46 49 1033 52 221 50 54 48 50
leaf_count=77 54 70 51 46 51 64 50 63 90 346 53 49 395 532 62 70 46 49 1033 52 221 50 54 48 50
internal_value=0 -0.00410065 -0.0265975 -0.0032875 -0.000360064 -0.00181822 0.0276197 0.00416328 0.0270565 -0.00417218 0.00447593 -0.0111355 -0.00845128 0.000890483 0.00191388 0.000694571 -0.0243408 0.00359629 0.00123488 -0.0345413 0.00448792 0.0362184 0.000113376 -0.0156581 -0.0038464
internal_weight=0 1859 265 214 1594 1540 114 1867 167 1426 636 790 741 585 1700 1637 170 1467 1368 114 1254 99 124 168 98
internal_count=3726 1859 265 214 1594 1540 114 1867 167 1426 636 790 741 585 1700 1637 170 1467 1368 114 1254 99 124 168 98
is_linear=0
shrinkage=0.0995203


Tree=198
num_leaves=23
num_cat=0
split_feature=1 6 2 20 2 17 2 8 18 1 27 1 20 10 2 17 0 0 2 1 17 2
split_gain=5.2081 12.8058 49.4484 9.95517 9.83146 13.826 9.78636 7.9076 8.73479 10.2935 8.61976 7.7879 9.64779 7.69982 14.8854 16.2662 7.8873 21.1382 5.17119 4.7784 2.74365 5.03457
threshold=-0.029404999999999997 -0.0079349999999999993 0.097745000000000012 0.09327000000000002 0.10003000000000002 -0.15450999999999998 -0.029394999999999998 -0.49499500000000002 0.11835500000000003 0.00095500000000000023 -0.032854999999999995 0.005935000000000001 0.099575000000000025 0.087045000000000025 -0.14091999999999996 -0.089699999999999988 0.14315500000000003 0.036480000000000005 -0.086554999999999993 -0.42149500000000001 0.11180000000000002 -0.086414999999999992
decision_type=2 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 13 -6 20 -2 10 -10 -9 18 -13 14 15 19 17 -16 -12 -1 21 -3
right_child=1 2 -4 -5 5 -7 -8 8 9 -11 11 12 -14 -15 16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.034383976047984141 0.037108083383522603 0.019443782616354356 -0.11201253196806935 -0.036130410917329936 -0.010621921859804 0.057696165744560324 0.037706756972066359 0.038152437956533405 -0.0015495793873836934 0.058704097063664466 -0.012714789141726168 -0.016318410822478091 0.017611826776618489 -0.029482564978890693 0.0026566997457393177 0.083934931109910307 0.041618153442528588 -0.059197901981826742 0.0081845475918541771 -0.010249025447977655 -0.033641050342138795 -0.02254315553963088
leaf_weight=47 54 47 51 60 47 78 46 47 64 50 156 656 95 69 1368 46 47 57 472 48 50 71
leaf_count=47 54 47 51 60 47 78 46 47 64 50 156 656 95 69 1368 46 47 57 472 48 50 71
internal_value=0 -0.00369251 -0.0239505 0.00374899 0.00507361 0.032002 -0.00295995 -0.000324128 -0.00163722 0.0248703 -0.00375691 -0.00518589 -0.0120252 0.00307191 0.00446501 0.0353553 0.00150553 0.000181939 0.00299169 0.011824 -0.0140998 -0.00581261
internal_weight=0 1859 265 1867 1807 125 214 1594 1540 114 1426 1379 751 1682 1613 141 1472 1425 628 95 168 118
internal_count=3726 1859 265 1867 1807 125 214 1594 1540 114 1426 1379 751 1682 1613 141 1472 1425 628 95 168 118
is_linear=0
shrinkage=0.0995203


Tree=199
num_leaves=11
num_cat=0
split_feature=11 2 11 21 0 0 18 3 3 2
split_gain=4.37141 8.96486 7.95754 6.06882 7.79967 8.00105 18.2179 25.2189 6.06816 6.38163
threshold=-0.15948499999999999 -0.010784999999999998 -0.087979999999999989 0.15159000000000003 -0.25289499999999993 -0.15137999999999999 0.092235000000000025 0.092200000000000018 0.14940500000000004 -0.23128999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 7 -6 9 -7
right_child=2 -3 3 -5 5 8 -8 -9 -10 -11
leaf_value=0.052662342215528422 -0.040352593236304107 -0.008499904904984066 0.038877624730771519 -0.028178069917882971 0.0060801423618635783 0.025051667154555451 0.033985877604516296 -0.064136486951056532 0.033026575484316929 -1.9373220111376383e-05
leaf_weight=46 49 49 52 74 97 104 55 106 59 3035
leaf_count=46 49 49 52 74 97 104 55 106 59 3035
internal_value=0 0.0211069 -0.00051873 2.59501e-05 0.000621137 4.52816e-05 -0.0168133 -0.0305807 0.00140561 0.000811009
internal_weight=0 95 3631 3582 3508 3456 258 203 3198 3139
internal_count=3726 95 3631 3582 3508 3456 258 203 3198 3139
is_linear=0
shrinkage=0.0995203


Tree=200
num_leaves=13
num_cat=0
split_feature=19 19 3 17 17 26 25 2 4 27 27 18
split_gain=6.60325 12.9842 11.9629 13.8408 13.1635 12.5038 6.42204 8.01452 7.96194 5.81143 11.2972 1.29358
threshold=0.10713500000000002 0.099595000000000017 0.087495000000000031 0.41580500000000009 0.15091000000000004 0.083760000000000015 0.083740000000000023 0.50951500000000005 0.14831500000000003 0.10705500000000003 0.095885000000000012 0.063210000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 4 5 -4 7 8 9 10 -1 -5
right_child=2 -3 3 11 -6 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.00050802163684708309 -0.060252948049627407 0.052968689494119647 0.036459231628905416 0.0087419528645764598 -0.060348298841856378 -0.032259157304448602 0.036827661540192153 -0.038609316519482323 0.039811665620848632 -0.027968313688522074 0.038085978569069867 0.030651421449115444
leaf_weight=3075 47 47 46 46 62 61 47 53 50 73 77 64
leaf_count=3075 47 47 46 46 62 61 47 53 50 73 77 64
internal_value=0 0.00102089 -0.0138022 -0.00597427 -0.0238596 -0.00270902 0.000297227 -0.000218432 0.000402606 -0.000208134 0.000434529 0.0214967
internal_weight=0 3422 326 279 169 107 3375 3328 3275 3225 3152 110
internal_count=3748 3422 326 279 169 107 3375 3328 3275 3225 3152 110
is_linear=0
shrinkage=0.0995203


Tree=201
num_leaves=16
num_cat=0
split_feature=19 0 6 9 21 0 0 29 26 19 21 9 20 20 21
split_gain=5.46149 12.8305 5.42428 5.45426 5.34091 11.9366 12.8193 7.6195 12.5092 6.86202 6.61016 9.40315 7.8528 3.99774 2.26179
threshold=0.11174500000000002 -0.065519999999999981 -0.012034999999999999 0.087515000000000023 0.11853500000000002 -0.23998999999999998 -0.225295 0.10207000000000002 -0.2382 0.077805000000000027 0.12208500000000003 -1.0000000180025095e-35 -0.074014999999999984 0.0040650000000000018 0.10089500000000003
decision_type=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 -8 -10 -6 -12 -13 -14 -5
right_child=1 -3 -4 14 10 6 7 -9 9 -11 11 12 13 -15 -16
leaf_value=0.048011335529586696 0.033544271819278756 -0.0577973007061863 -0.033379814111085065 0.0048074315054628782 0.049134048681582311 -0.040584097380527956 0.048132727179184313 -0.037402002647886581 -0.0015579904849089248 0.016364636573859739 0.046199596631869524 0.028332234939202953 -0.042430341947561442 -0.0019853766946349117 -0.02317722174985333
leaf_weight=50 48 53 46 73 46 79 54 53 2781 229 46 46 47 50 47
leaf_count=50 48 53 46 73 46 79 54 53 2781 229 46 46 47 50 47
internal_value=0 -0.0139588 -0.00309774 0.00518892 0.000810444 -0.00023819 -0.000993289 9.87294e-06 0.000657278 -0.00019417 0.0152985 0.007059 -0.00552596 -0.0215909 -0.00614641
internal_weight=0 267 214 168 3481 3246 3196 3117 3064 3010 235 189 143 97 120
internal_count=3748 267 214 168 3481 3246 3196 3117 3064 3010 235 189 143 97 120
is_linear=0
shrinkage=0.0995203


Tree=202
num_leaves=16
num_cat=0
split_feature=19 8 19 0 21 6 25 2 4 4 26 3 2 6 20
split_gain=4.68418 11.7804 9.88274 8.82413 11.7556 8.1312 5.11291 6.49562 6.46585 12.6249 29.4726 15.7742 11.744 12.0312 3.86879
threshold=0.10713500000000002 0.0017700000000000003 0.099595000000000017 -0.082284999999999983 0.10430500000000002 -0.011749999999999998 0.083740000000000023 0.50951500000000005 0.11198000000000002 0.08024000000000002 1.0000000180025095e-35 0.13977500000000004 -0.049174999999999996 0.004915000000000001 -0.074879999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 5 -5 14 7 8 9 11 -11 -1 -10 -14 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 12 10 -12 -13 13 -15 -16
leaf_value=0.00063999520239325014 -0.021073790981966933 -0.054076439137296102 0.046189209273805681 0.048759356137756581 -0.014892111655187657 -0.053177613164835734 0.032832054534310456 -0.034785238706147074 0.047065356073492583 -0.0068924027351705847 -0.082070656372441611 0.055548789844216309 0.012760774636842644 -0.041390754926663685 0.016350178033992507
leaf_weight=2327 59 54 47 59 56 47 47 53 78 472 58 53 238 49 51
leaf_count=2327 59 54 47 59 56 47 47 53 78 472 58 53 238 49 51
internal_value=0 -0.0116164 0.000868282 -0.00318382 0.0177567 -0.0185277 0.000236902 -0.00022318 0.000335895 -0.00122995 -0.015121 0.0018631 0.012822 0.00351253 -0.00371524
internal_weight=0 326 3422 272 115 157 3375 3328 3275 2910 530 2380 365 287 110
internal_count=3748 326 3422 272 115 157 3375 3328 3275 2910 530 2380 365 287 110
is_linear=0
shrinkage=0.0995203


Tree=203
num_leaves=27
num_cat=0
split_feature=18 5 0 3 5 29 3 5 8 5 0 10 3 18 3 21 21 5 0 29 0 26 3 9 6 5
split_gain=3.58312 14.073 22.9463 20.0109 12.1207 10.6192 8.59609 8.30059 22.2187 10.5044 8.84319 8.28997 8.67905 8.16722 9.04814 7.83565 7.57429 5.57177 7.2783 5.28856 6.73671 5.88256 5.94551 4.90282 4.5807 2.38107
threshold=-0.0010249999999999999 -0.012164999999999999 -0.14731999999999998 0.096510000000000026 0.24444000000000005 0.10207000000000002 0.083815000000000014 -0.0016799999999999999 -0.0066399999999999992 -0.086109999999999992 1.0000000180025095e-35 0.076235000000000011 0.086605000000000029 1.0000000180025095e-35 0.086775000000000033 0.089910000000000032 0.10864000000000003 -0.034484999999999995 -0.086855000000000002 -0.079250000000000001 0.042275000000000014 0.11699500000000003 0.090360000000000024 0.09518500000000002 0.090845000000000023 -0.06971999999999999
decision_type=2 2 2 2 2 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 7 -1 9 10 11 -9 16 -13 15 -15 -11 -2 25 -19 -4 21 22 -21 -22 -20 -8
right_child=4 2 19 -5 -6 -7 17 8 -10 13 -12 12 -14 14 -16 -17 -18 18 24 20 23 -23 -24 -25 -26 -27
leaf_value=0.049356954594927019 0.0094237733850399061 -0.07137476108288969 -0.032614310425144399 0.079928073659088494 -0.041364358074254273 -0.041385892660853414 0.0049054799309794801 -0.030275189724547215 0.060498787971628089 -0.069367965205213031 0.023158563368990401 -0.054803331216112486 0.0025067228078120255 -0.042780912906700913 -0.0021445874216825004 -0.01434424414255539 -0.021604687702233678 0.043489032501496806 -0.0048012645627937538 -0.0062635535796901221 0.039125542961836658 -0.031884887063038374 0.0086531276955941518 -0.0020231415113095949 0.03075495710203606 -0.021188938940817619
leaf_weight=51 828 46 47 46 79 64 61 71 78 46 54 47 59 63 392 58 86 65 134 570 76 58 494 46 49 80
leaf_count=51 828 46 47 46 79 64 61 71 78 46 54 47 59 63 392 58 86 65 134 570 76 58 494 46 49 80
internal_value=0 0.00296603 -0.0023053 0.0174693 -0.00319043 -0.00155633 0.0109376 -0.000125399 0.0188174 -0.00256125 -0.00718526 0.00344725 -0.0228966 -0.0135264 -0.00777296 -0.0386896 0.00650335 0.00589854 0.0148807 0.000155107 0.00139384 -0.00102041 0.000661279 0.0236038 0.00471479 -0.00989406
internal_weight=0 1823 1337 486 1925 1846 440 1782 203 1579 125 1020 106 559 455 104 914 389 248 1291 1244 1122 1064 122 183 141
internal_count=3748 1823 1337 486 1925 1846 440 1782 203 1579 125 1020 106 559 455 104 914 389 248 1291 1244 1122 1064 122 183 141
is_linear=0
shrinkage=0.0995203


Tree=204
num_leaves=21
num_cat=0
split_feature=20 0 0 21 18 2 8 18 17 0 3 28 30 3 20 26 18 3 5 2
split_gain=4.68199 11.6871 20.4414 10.7382 9.78606 13.3316 11.6179 11.6852 12.129 12.9175 8.70349 7.79442 8.78286 6.06495 5.21068 5.97541 5.92974 3.13253 3.00516 3.56677
threshold=-0.076664999999999997 -0.25289499999999993 -0.225295 -0.085574999999999998 0.087065000000000017 -0.015714999999999996 -0.11257499999999999 -0.0010249999999999999 0.011640000000000003 -0.110495 0.18676500000000004 0.082705000000000015 0.097470000000000015 0.092735000000000026 -0.08231999999999999 0.087675000000000017 -0.14907499999999999 0.094410000000000008 -0.045014999999999993 -0.081665000000000001
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 6 18 -1 14 9 -9 11 12 -5 -11 15 16 -8 -16 19 -6
right_child=1 2 3 10 5 -7 7 8 -10 13 -12 -13 -14 -15 17 -17 -18 -19 -20 -21
leaf_value=0.047571136638170433 0.045039784028443768 -0.056467794576697643 0.043570928665324936 -0.00089613445951566579 -0.020993927082948814 0.063788766225401569 -0.020820370652470471 -0.081076862556179741 0.010257945180202935 -0.04196760173165013 -0.040913202439232944 0.039344327634014867 -0.033631674083741868 0.0058595430885569812 0.008294189874788617 -0.026639350520051099 0.014932077984490156 0.036372177336367981 0.029163966475462964 0.017986370029830865
leaf_weight=50 52 68 52 2416 47 63 60 46 83 52 56 46 84 53 83 68 196 75 47 46
leaf_count=50 52 68 52 2416 47 63 60 46 83 52 56 46 84 53 83 68 196 75 47 46
internal_value=0 -0.00169556 -0.00258867 -0.00120789 0.00634005 0.0257679 0.00119035 -0.00204739 -0.0202952 -0.0370947 -0.00210309 -0.00124913 -0.00199638 -0.0178185 0.00680979 -0.000413618 0.0065494 0.0216275 0.00865261 -0.00170455
internal_weight=0 2774 2722 2654 969 203 766 716 234 151 2602 2546 2500 105 482 324 256 158 140 93
internal_count=3743 2774 2722 2654 969 203 766 716 234 151 2602 2546 2500 105 482 324 256 158 140 93
is_linear=0
shrinkage=0.0995203


Tree=205
num_leaves=13
num_cat=0
split_feature=20 1 0 21 0 21 9 1 4 5 26 9
split_gain=4.28711 7.27676 21.7027 6.76326 8.17965 6.61748 12.3508 11.3536 27.1349 12.9484 6.90577 4.76962
threshold=-0.23803499999999997 -0.50763499999999995 0.061855000000000014 0.15159000000000003 -0.25289499999999993 0.11853500000000002 0.099610000000000018 0.031740000000000011 0.11103500000000002 -0.11065499999999999 0.088115000000000013 0.087515000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 4 -3 7 10 8 -6 -9 -7 -1
right_child=1 3 -4 -5 5 6 -8 9 -10 -11 -12 -13
leaf_value=0.04375327608603078 -0.069427833421770516 0.040837589299168808 0.01203308085251201 -0.03041647053664789 0.0005996243390739899 0.057699754874227287 -0.015357417988030931 -0.0046784070170171133 0.054019659420689453 -0.038176227968547326 0.01145873435139968 -0.00083143649514201827
leaf_weight=47 57 51 75 68 2415 70 70 540 98 145 59 48
leaf_count=47 57 51 75 68 2415 70 70 540 98 145 59 48
internal_value=0 -0.000197016 -0.023137 0.000663981 0.00127717 0.000683002 0.0182916 -0.000412462 0.00268318 -0.0117704 0.0365571 0.0212177
internal_weight=0 3648 132 3516 3448 3397 199 3198 2513 685 129 95
internal_count=3743 3648 132 3516 3448 3397 199 3198 2513 685 129 95
is_linear=0
shrinkage=0.0995203


Tree=206
num_leaves=24
num_cat=0
split_feature=1 6 5 5 4 1 1 6 4 4 29 5 26 0 5 6 1 3 26 8 8 17 1
split_gain=4.22981 11.7673 8.76148 15.2036 13.4325 12.5765 17.891 35.5532 8.93911 15.6264 11.84 6.54009 8.40346 8.24456 8.19099 5.85265 5.59078 11.7882 7.70222 5.39497 3.95076 3.62978 3.42191
threshold=0.2705800000000001 -0.10567 -0.097345000000000001 -0.093875 0.09044000000000002 0.078505000000000019 0.024780000000000007 -0.059114999999999994 0.10515500000000001 0.095545000000000033 -0.050234999999999995 -0.53313499999999991 -0.076124999999999998 -0.062294999999999996 -0.45822499999999994 -0.46885499999999997 0.10055500000000002 0.095490000000000019 0.0054200000000000012 -0.012839999999999999 -0.014194999999999999 0.024055000000000003 0.18123500000000006
decision_type=2 2 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 -4 16 6 8 20 9 -5 -10 -2 -13 14 15 -14 17 18 -1 22 -8 -20 -18
right_child=1 -3 3 5 -6 -7 7 -9 10 -11 -12 12 13 -15 -16 -17 19 -19 21 -21 -22 -23 -24
leaf_value=0.035841965113345572 0.030008398040834782 -0.045469621058422623 -0.046373975338506922 0.0018844080769387873 0.05371091234529244 0.049068653615459 -0.01676020209268738 -0.10493035197848484 -0.010839072261407196 -0.034424749983176885 0.035901124714384842 -0.036272625657036137 0.023397440511543674 -0.027695267252676955 0.048978471421578199 -0.026536200283105112 -0.016642885303550105 0.062176687269363172 0.012730390656535391 -0.034521471475506389 0.018574656428505389 -0.023149138176270821 0.017918592673383263
leaf_weight=56 55 73 70 2204 72 52 94 47 81 124 159 74 47 61 49 46 46 46 46 49 47 71 74
leaf_count=56 55 73 70 2204 72 52 94 47 81 124 159 74 47 61 49 46 46 46 46 49 47 71 74
internal_value=0 -0.00929246 0.00147736 -0.000560775 0.0142308 0.000581001 -0.000333564 -0.029969 0.00183569 -4.92339e-05 0.0201229 -0.00133538 -0.00756183 0.00290015 0.016049 -0.00129212 0.00690242 0.0173978 0.00548647 -0.0066932 -0.00497611 -0.00903566 0.0046632
internal_weight=0 405 3338 2878 460 2808 2756 188 2568 2328 240 332 277 203 142 93 388 219 173 169 141 117 120
internal_count=3743 405 3338 2878 460 2808 2756 188 2568 2328 240 332 277 203 142 93 388 219 173 169 141 117 120
is_linear=0
shrinkage=0.0995203


Tree=207
num_leaves=11
num_cat=0
split_feature=3 2 24 2 2 17 4 17 21 0
split_gain=3.97954 5.16144 4.31025 8.38278 5.50548 10.0101 17.8228 14.769 8.20724 7.30795
threshold=-0.13947499999999999 0.50951500000000005 0.084270000000000025 0.35004500000000011 -0.088554999999999995 -0.14488499999999999 0.078940000000000024 -0.43873000000000001 -0.091649999999999995 -0.038659999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 -6 -10
right_child=1 -3 -4 -5 8 6 -8 -9 9 -11
leaf_value=0.021568638125323159 -0.0093907544271844192 -0.033339843211075831 -0.024426535371575731 0.040351704619984316 0.03661118721303281 -0.0048663619326125692 -0.053701457976497009 0.04231200431825026 -0.0003856575603665634 0.018351569365428221
leaf_weight=85 178 46 69 52 66 251 105 79 2588 224
leaf_count=85 178 46 69 52 66 251 105 79 2588 224
internal_value=0 -0.000213669 0.000207978 0.000687967 9.69225e-05 -0.00846629 -0.0192723 0.00649913 0.00192113 0.00110663
internal_weight=0 3658 3612 3543 3491 613 356 257 2878 2812
internal_count=3743 3658 3612 3543 3491 613 356 257 2878 2812
is_linear=0
shrinkage=0.0995203


Tree=208
num_leaves=17
num_cat=0
split_feature=0 3 1 2 1 8 2 1 2 17 2 0 1 2 29 1
split_gain=4.56436 11.7489 15.7646 15.9359 7.93399 5.89014 15.2941 13.9839 11.7085 8.08454 5.73443 8.48181 7.42289 16.9567 10.4962 5.10059
threshold=-0.15137999999999999 0.092200000000000018 0.41897000000000012 0.10166000000000001 -0.0327 -0.15713999999999997 0.11241000000000002 -0.28064499999999998 0.097285000000000024 -0.033249999999999995 -0.0023849999999999995 -0.073219999999999993 -0.16272499999999998 -0.15544499999999997 -0.078664999999999999 0.10539000000000003
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 7 8 -2 10 -9 12 -12 13 -7 -14 -11
right_child=5 2 -4 -5 -6 6 -8 9 -10 15 11 -13 14 -15 -16 -17
leaf_value=-0.019008554214988732 -0.030714699758215652 -0.092357903893768703 0.015757311208608255 -0.021195853737372011 0.031863087184942483 0.008225440199246736 -0.051295575209392805 -0.0024636739457787136 0.048115824081248926 0.069619962578023775 -0.049853898152403861 0.0057149061424771599 0.025663423471474593 -0.046888716345484673 -0.00023355724431283156 0.027165300580451811
leaf_weight=51 50 48 58 89 75 118 59 55 49 46 57 52 165 104 2559 72
leaf_count=51 50 48 58 89 75 118 59 55 49 46 57 52 165 104 2559 72
internal_value=0 -0.0124156 -0.0277215 -0.0461345 0.0112657 1.20233e-06 -0.00110069 0.0156339 -0.000146333 0.0290342 -0.000920692 -0.0233365 -9.10437e-05 -0.0175901 0.00133479 0.0437224
internal_weight=0 321 195 137 126 3386 3163 223 3104 173 3055 109 2946 222 2724 118
internal_count=3707 321 195 137 126 3386 3163 223 3104 173 3055 109 2946 222 2724 118
is_linear=0
shrinkage=0.0995203


Tree=209
num_leaves=20
num_cat=0
split_feature=1 21 8 5 6 5 4 21 4 4 29 4 27 4 21 9 1 3 8
split_gain=4.28648 10.9539 13.6515 14.4483 7.61646 6.42444 17.9907 40.4826 10.3205 34.6816 34.42 16.159 10.0986 11.1494 7.20753 10.8531 7.84584 6.18793 5.97195
threshold=0.2705800000000001 -0.075024999999999994 -0.15713999999999997 -0.41880499999999998 -0.47103 1.0000000180025095e-35 0.11132500000000002 0.09227500000000001 0.095545000000000033 0.088720000000000021 -0.081189999999999998 0.083555000000000018 0.084480000000000013 0.11834000000000001 -0.083784999999999984 -0.035004999999999994 -0.49367499999999997 0.11387500000000002 -0.11061499999999999
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 -4 6 8 -8 9 11 -10 18 13 14 -7 -16 -17 -6 -1
right_child=1 2 3 -5 17 12 7 -9 10 -11 -12 -13 -14 -15 15 16 -18 -19 -20
leaf_value=0.026360233773677435 -0.055291149846207324 0.029864990506795804 0.019101450045136702 -0.065176566453751653 0.0014366536747003706 0.034476933853905704 0.11403435688152587 -0.0068381775268694205 0.03497735298697971 0.08650076784932284 -0.078747179777396065 -0.047539212492673316 -0.042363074594467164 -0.051341634302197132 0.031284820227739499 0.014204882889979165 -0.010411355777596245 -0.04086394550423824 0.0012148227994924763
leaf_weight=99 48 86 82 48 70 53 46 68 47 48 60 66 70 46 83 154 766 67 1700
leaf_count=99 48 86 82 48 70 53 46 68 47 48 60 66 70 46 83 154 766 67 1700
internal_value=0 -0.0106839 -0.00461601 -0.0157253 -0.00488294 0.000211453 0.0034629 0.0419278 0.0012917 0.00297445 -0.0287858 0.000824275 -0.00570814 -0.00337904 -0.00128899 -0.00317973 -0.00628992 -0.0192445 0.00259904
internal_weight=0 401 353 267 219 3306 2134 114 2020 1913 107 1865 1172 1102 1056 1003 920 137 1799
internal_count=3707 401 353 267 219 3306 2134 114 2020 1913 107 1865 1172 1102 1056 1003 920 137 1799
is_linear=0
shrinkage=0.0995203


Tree=210
num_leaves=31
num_cat=0
split_feature=18 2 18 3 18 4 1 4 0 0 2 3 21 0 4 0 2 8 6 2 18 1 6 0 2 18 0 3 3 6
split_gain=4.33369 8.05659 9.43738 10.4052 8.38447 10.8733 23.8083 13.3883 8.69962 8.76095 8.23919 7.58761 6.94819 8.87576 17.3641 9.07592 12.5998 6.71795 14.372 9.05699 14.2329 13.1819 5.18835 4.99311 4.81429 4.29797 2.80664 2.50245 1.25726 0.807967
threshold=-0.0010249999999999999 0.10924500000000002 -0.033709999999999997 0.089095000000000021 -0.085709999999999995 0.08858000000000002 -0.49056499999999997 0.077430000000000013 -0.078289999999999985 -0.069569999999999993 -0.087444999999999995 0.083725000000000022 0.15159000000000003 -0.20796499999999998 0.10386500000000003 -0.15034 -0.029394999999999998 -0.16019999999999998 -0.091059999999999988 -0.087944999999999995 0.0020050000000000003 -0.096749999999999989 -0.010459999999999999 -0.047634999999999997 -0.082954999999999987 -0.082654999999999992 -0.086589999999999986 0.11816500000000002 0.093715000000000021 0.11146500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 23 10 29 -6 -4 13 14 -2 16 -15 18 -17 20 -19 -21 -13 -1 -5 -12 -24 -20 -26 -10
right_child=12 -3 3 24 8 6 -8 -9 9 -11 25 22 -14 15 -16 17 -18 19 27 21 -22 -23 26 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0033218885769383797 -0.0088669831523858506 -0.030480460306263394 0.043023079405942737 0.061573531860930938 0.013524923543418155 -0.013188155406958521 0.079016238042745643 -0.034998620542664741 0.034521349368084701 -0.022627461261751698 -0.058341308048466621 0.029951394199451521 -0.038104689036365907 0.00058508151515629023 0.065750259019993915 0.048609999574174785 -0.064170340969863626 -0.045425107339836283 -0.026608337600890247 0.040602994785244068 0.0022903210176994041 -0.0042244958265183884 -0.025714594564193272 0.037005098438617538 0.012715420501139666 -0.024316410634865403 -0.00012995941689151848 0.0058640865581975118 0.035896158410330746 0.016117057243129361
leaf_weight=602 74 70 47 54 48 54 57 91 47 63 48 47 58 60 53 74 59 129 46 69 119 1112 56 47 47 158 176 48 46 48
leaf_count=602 74 70 47 54 48 54 57 91 47 63 48 47 58 60 53 74 59 129 46 69 119 1112 56 47 47 158 176 48 46 48
internal_value=0 0.00262019 0.00395536 0.0159458 -0.000534474 0.00510683 0.0341527 0.000748841 -0.0121888 0.00614299 -0.0235952 0.00603096 -0.00418742 -0.00311958 0.0222661 -0.00499883 -0.0315137 -0.00302258 0.0158014 -0.00523618 -0.0225261 -0.00160475 -0.000197758 0.00576246 0.0379283 -0.0322485 -0.00630909 -0.010018 0.02419 0.025231
internal_weight=0 1806 1736 473 1263 851 111 740 412 158 254 326 1901 1843 127 1716 119 1597 168 1429 248 1181 279 649 147 206 232 94 93 95
internal_count=3707 1806 1736 473 1263 851 111 740 412 158 254 326 1901 1843 127 1716 119 1597 168 1429 248 1181 279 649 147 206 232 94 93 95
is_linear=0
shrinkage=0.0995203


Tree=211
num_leaves=19
num_cat=0
split_feature=26 5 20 18 18 5 5 0 1 4 1 5 5 5 18 20 1 18
split_gain=4.09062 4.37315 10.3846 11.596 19.2759 11.7278 9.13487 15.1103 8.31029 14.8186 9.87033 7.03645 12.4443 6.27418 6.17809 5.43335 5.294 5.14295
threshold=0.40795000000000009 0.0043900000000000015 0.020795000000000004 0.077940000000000023 -1.0000000180025095e-35 0.16703000000000004 0.26676500000000009 -0.066735000000000003 -0.020614999999999998 0.088720000000000021 -0.11467499999999999 -0.0033300000000000001 -0.0081349999999999981 0.40249000000000007 -0.093649999999999997 -0.094259999999999997 -0.049499999999999995 0.10554500000000001
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 6 -5 7 -3 9 10 -1 12 14 -8 -10 -16 17 -12
right_child=-2 2 -4 5 -6 -7 13 -9 11 -11 16 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.033606750150832483 0.020173449158558565 -0.0034837831854901699 -0.040875492476650614 0.04770527777354569 -0.056931971226519967 -0.0070651339447993927 0.032692726030113348 -0.048499422152317041 0.027694204970006613 0.048710112998421401 0.008049892153377718 0.028757113411769734 -0.044657648743109721 0.00090280326031675381 -0.02306345003130662 -0.0023688986667735482 0.034885987698281391 -0.012779281364621054
leaf_weight=64 90 332 81 80 74 75 80 95 61 80 755 62 76 266 142 1093 62 139
leaf_count=64 90 332 81 80 74 75 80 95 61 80 755 62 76 266 142 1093 62 139
internal_value=0 -0.00130559 -0.00659895 -0.00382727 -0.00840787 0.0211982 -0.00376155 -0.0135009 0.000956405 0.00746387 0.00422807 -0.00403481 -0.00551725 0.00825544 -0.00322135 -0.00474902 0.0067618 0.00481044
internal_weight=0 3617 1083 1002 847 155 773 427 2534 1100 1020 1434 1372 346 1296 1235 956 894
internal_count=3707 3617 1083 1002 847 155 773 427 2534 1100 1020 1434 1372 346 1296 1235 956 894
is_linear=0
shrinkage=0.0995203


Tree=212
num_leaves=13
num_cat=0
split_feature=2 4 30 21 7 5 29 3 7 4 9 10
split_gain=4.13662 9.11855 9.18023 9.08947 7.0664 6.24064 5.47885 5.1715 10.1317 8.76816 7.71892 14.5449
threshold=0.25779000000000007 0.13584500000000002 0.095600000000000032 0.091135000000000022 -0.14493999999999999 -0.43873000000000001 0.099300000000000013 0.090360000000000024 0.020750000000000005 0.088435000000000027 0.092775000000000024 0.079095000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 -2 7 10 9 -9 11 -6
right_child=3 2 -4 -5 6 -7 -8 8 -10 -11 -12 -13
leaf_value=0.038901070320301816 -0.027819725488756105 0.061215539054810149 0.0014746070863594157 -0.044549371674622369 -0.0038146870866244743 0.01727709865198223 -0.032653958283113689 0.0064778333314215756 0.040481091600969528 -0.010415939727039704 -0.03397548640394614 0.053036983502022489
leaf_weight=47 47 50 52 63 1433 86 50 1336 73 394 79 46
leaf_count=47 47 50 52 63 1433 86 50 1336 73 394 79 46
internal_value=0 0.00144066 0.0307674 -0.0134097 0.000575377 0.00133447 4.70483e-05 0.00053377 0.00416285 0.00262988 -0.00366547 -0.00204593
internal_weight=0 3560 102 196 3458 133 3411 3361 1803 1730 1558 1479
internal_count=3756 3560 102 196 3458 133 3411 3361 1803 1730 1558 1479
is_linear=0
shrinkage=0.0995203


Tree=213
num_leaves=16
num_cat=0
split_feature=2 23 4 11 11 8 27 0 9 27 9 29 26 26 0
split_gain=3.35425 7.5978 5.66191 11.1978 10.6757 9.6709 6.78218 8.42694 5.1619 4.49454 19.1292 6.20636 6.12778 4.58961 3.72186
threshold=0.25779000000000007 0.087020000000000028 0.11198000000000002 -0.15948499999999999 -0.086029999999999995 -0.084855 0.099145000000000025 -0.096359999999999987 -0.035004999999999994 1.0000000180025095e-35 0.08679000000000002 1.0000000180025095e-35 0.086095000000000019 0.086420000000000011 -0.054850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 7 -7 14 11 12 13 -11 -6 -2
right_child=8 -3 3 5 9 6 -8 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.047519262430978114 0.015484919650193786 0.041481555086973716 0.056898736690436831 -0.029883363608999305 0.0063525768178560671 0.058356947025340548 -0.015347100301151866 0.0077126514870702071 -0.032812663556194381 -0.010478389240913015 -0.069755557701745866 -0.027796453370420585 0.030857515219567658 -0.0016194705574701165 -0.019664332186301189
leaf_weight=47 70 46 50 59 1306 54 49 82 74 117 47 71 51 1581 52
leaf_count=47 70 46 50 59 1306 54 49 82 74 117 47 71 51 1581 52
internal_value=0 0.00129731 0.000771043 0.0139916 -0.000435796 0.00519577 0.0163876 0.0278274 -0.0120752 0.000261369 -0.0136314 0.00127143 0.00206514 0.00198658 0.000496559
internal_weight=0 3560 3514 294 3220 244 185 136 196 3173 215 2958 168 2887 122
internal_count=3756 3560 3514 294 3220 244 185 136 196 3173 215 2958 168 2887 122
is_linear=0
shrinkage=0.0995203


Tree=214
num_leaves=10
num_cat=0
split_feature=3 10 10 27 28 8 21 20 7
split_gain=4.54565 7.64372 9.26659 8.54832 9.60454 6.86339 6.33806 7.26584 6.45187
threshold=-0.13947499999999999 0.090150000000000022 0.078340000000000021 -0.079769999999999994 0.078440000000000024 0.093085000000000015 -0.085369999999999988 -0.074329999999999993 0.078295000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -4 7 -5 -8
right_child=1 -3 5 4 -6 -7 8 -9 -10
leaf_value=0.023022906137976529 -0.033514397345154122 0.033830487299291966 -0.045059672977083569 0.003006799865897795 0.040272145785158649 -0.0010067715631441637 4.4415157440924326e-05 0.044928484136254415 -0.032126300076494731
leaf_weight=87 72 65 79 108 61 63 3092 66 63
leaf_count=87 72 65 79 108 61 63 3092 66 63
internal_value=0 6.2128e-06 -0.000603599 0.00041819 0.00113912 -0.0255208 0.000421811 0.0189128 -0.00059772
internal_weight=0 3669 3604 3462 3390 142 3329 174 3155
internal_count=3756 3669 3604 3462 3390 142 3329 174 3155
is_linear=0
shrinkage=0.0995203


Tree=215
num_leaves=11
num_cat=0
split_feature=12 11 12 4 10 10 2 4 4 17
split_gain=3.60642 6.41911 4.55312 7.33988 5.35413 6.40926 7.34245 33.8558 7.24455 7.12798
threshold=-0.089259999999999992 -0.16980999999999999 1.0000000180025095e-35 0.11394500000000003 0.090150000000000022 0.078340000000000021 -0.13535499999999998 0.077235000000000012 0.080000000000000029 -0.54604999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 -3 -8 -7
right_child=1 2 3 -5 -6 9 8 -9 -10 -11
leaf_value=0.027308531770018251 -0.029294085167757125 -0.03212829538382745 0.049557856539926191 -0.0060596026380594289 0.029369503999122405 -0.045351613378697107 0.0021032218522416641 0.08860693467926023 -0.0095517371210808652 -0.00045152291410523415
leaf_weight=49 72 46 48 46 61 65 2583 46 664 76
leaf_count=49 72 46 48 46 61 65 2583 46 664 76
internal_value=0 0.00013112 0.000714183 0.0223321 0.000140079 -0.000372041 0.000505382 0.0282304 -0.000279924 -0.021156
internal_weight=0 3707 3635 94 3541 3480 3339 92 3247 141
internal_count=3756 3707 3635 94 3541 3480 3339 92 3247 141
is_linear=0
shrinkage=0.0995203


Tree=216
num_leaves=18
num_cat=0
split_feature=4 18 17 17 9 1 4 4 9 9 27 1 0 2 0 17 9
split_gain=4.57582 12.2353 10.6004 8.70867 7.85311 10.6742 10.7653 5.68556 8.64386 11.9763 7.29883 9.23745 7.34982 7.16696 4.58873 4.16148 2.35695
threshold=0.10515500000000001 -0.080424999999999996 0.14342500000000005 0.084010000000000015 0.10706000000000003 0.51390500000000017 0.13240000000000005 0.10054500000000002 -0.063329999999999984 -0.093949999999999992 0.084480000000000013 -0.50158499999999984 -0.027364999999999997 0.094050000000000022 -0.03431 -0.11491499999999999 0.09227500000000001
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 5 6 -3 8 9 -1 11 15 13 -13 -9 -10 -14
right_child=1 2 -4 -5 -6 -7 -8 14 10 -11 -12 12 16 -15 -16 -17 -18
leaf_value=0.0023768605695683545 0.051223484691695111 0.0032192475470294826 -0.041473689484773202 0.047857081442701246 -0.02537177111595294 -0.034413348911581203 0.039582252126791187 -0.043374604012215934 0.010278051196058261 0.062378997295223892 -0.03849165700576155 0.00075260460183295926 -0.044839831163491141 -0.026682356138306912 -0.0021369356737186399 0.050014251642137159 -0.012949224398423437
leaf_weight=90 61 238 46 50 75 48 122 54 56 52 50 2503 46 98 53 49 46
leaf_count=90 61 238 46 50 75 48 122 54 56 52 50 2503 46 98 53 49 46
internal_value=0 0.00882842 0.00436051 0.00831772 0.00422292 0.00966513 0.0155445 -0.000415103 0.000391275 0.0243553 -0.000803271 -0.000129489 -0.0012589 -0.000280771 -0.0229561 0.0288294 -0.0289034
internal_weight=0 640 579 533 483 408 360 3097 2990 142 2848 2798 2693 2601 107 105 92
internal_count=3737 640 579 533 483 408 360 3097 2990 142 2848 2798 2693 2601 107 105 92
is_linear=0
shrinkage=0.0995203


Tree=217
num_leaves=30
num_cat=0
split_feature=3 3 20 18 2 7 17 17 2 21 2 17 3 2 5 3 3 22 21 5 2 17 3 2 20 5 17 2 3
split_gain=6.37357 15.6909 5.09965 13.9436 13.1542 13.1536 8.47471 14.0698 29.3464 10.9844 14.6199 20.4451 11.9232 10.4212 9.97467 16.46 10.3661 7.80925 6.19506 5.51895 5.37558 5.10787 5.3054 4.7345 5.69764 4.60398 3.59486 2.42323 2.30398
threshold=-0.02172 -0.16443499999999997 -0.071559999999999999 0.087065000000000017 -0.00479 0.083320000000000019 0.011640000000000003 0.10178500000000003 -0.045109999999999997 0.085190000000000016 0.074365000000000028 -0.081244999999999998 0.090135000000000021 -0.029394999999999998 -0.073669999999999999 0.097880000000000023 0.11125500000000002 0.085200000000000012 0.095695000000000016 -0.41397 -0.078289999999999985 0.070205000000000017 0.091615000000000016 -0.082644999999999982 -0.083970000000000003 -0.043449999999999996 -0.53166999999999998 -0.08126499999999999 0.10684000000000003
decision_type=2 2 2 2 2 2 2 2 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 19 25 6 9 8 20 10 13 -12 17 -4 15 -9 -16 -11 -14 28 -8 23 -23 24 -21 27 -25 -5 -2
right_child=2 -3 5 4 -6 -7 7 14 -10 12 11 -13 18 -15 16 -17 -18 -19 -20 21 -22 22 -24 26 -26 -27 -28 -29 -30
leaf_value=-0.020232685937951994 -0.0060850850429851411 0.051542775816455534 0.0054426897861418648 -0.014311188628826963 0.071002362658575485 -0.04663365013334058 -0.028011652862000413 -0.017303523544054091 -0.097843483665098957 -0.066528258179985908 -0.0082937694726849167 0.057666248753196148 0.03250653609147125 -0.029416501714794336 -0.0025211660184206947 0.044714636166927793 -0.053136191298480823 -0.014339669268760794 -0.0074579438125958733 -0.0014389470324165038 0.0034581325705136511 0.0019029274258355081 0.049218536620685115 0.030289248255272648 -0.035976776670521689 0.037528430799698226 0.0030379609622659554 0.016986071733740102 -0.036326512742428915
leaf_weight=50 49 76 1106 49 55 64 109 72 49 54 76 120 46 92 243 103 48 60 233 174 106 48 46 56 65 54 334 49 51
leaf_count=50 49 76 1106 49 55 64 109 72 49 54 76 120 46 92 243 103 48 60 233 174 106 48 46 56 65 54 334 49 51
internal_value=0 0.023054 0.000283526 0.00620402 0.0292925 -0.00207885 -0.000945624 -0.00998097 -0.0283373 0.00274491 0.00688817 0.0320857 -0.0119494 0.00276501 0.000416558 0.0191939 -0.0108729 -0.0390678 -0.00086588 0.000395824 -0.0124925 0.0034277 0.0250661 0.000192672 -0.0108355 0.0141948 0.00695307 0.00132909 -0.0215164
internal_weight=0 126 3611 1030 207 2581 2517 730 264 1787 1394 196 393 1198 466 175 291 114 279 823 215 723 94 629 239 152 390 98 100
internal_count=3737 126 3611 1030 207 2581 2517 730 264 1787 1394 196 393 1198 466 175 291 114 279 823 215 723 94 629 239 152 390 98 100
is_linear=0
shrinkage=0.0995203


Tree=218
num_leaves=11
num_cat=0
split_feature=3 3 26 38 21 7 4 2 23 2
split_gain=5.34458 9.38408 14.0056 5.5228 5.19648 6.00855 5.99849 9.59055 6.05773 3.43462
threshold=-0.0043349999999999994 -0.16443499999999997 -0.081709999999999991 -1.0000000180025095e-35 -0.091649999999999995 0.099030000000000021 0.14996500000000004 0.40115000000000006 0.084760000000000016 -0.087444999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 9 6 7 8 -6 -5
right_child=3 2 -4 4 5 -7 -8 -9 -10 -11
leaf_value=-0.018219125411133106 -0.033769002134534584 0.006260149089453472 0.075562286881182231 0.0033082052545365804 6.2349770746655892e-05 -0.033342382908757448 0.034995241347601277 -0.043337710048056345 0.036051555133198528 0.039559442580908731
leaf_weight=50 47 75 47 49 3215 53 49 50 47 55
leaf_count=50 47 75 47 49 3215 53 49 50 47 55
internal_value=0 0.0180813 0.0329652 0.00011982 0.000572804 -9.45373e-05 0.000429509 -8.16338e-05 0.000581146 0.0224874
internal_weight=0 172 122 3565 3518 3414 3361 3312 3262 104
internal_count=3737 172 122 3565 3518 3414 3361 3312 3262 104
is_linear=0
shrinkage=0.0995203


Tree=219
num_leaves=19
num_cat=0
split_feature=3 3 20 18 9 3 18 0 0 3 8 1 18 0 21 3 6 1
split_gain=4.55869 10.7738 4.01684 11.3173 17.2412 9.28259 8.04736 7.687 16.3387 6.19835 5.57801 5.21696 13.6009 7.92337 12.1768 4.47764 3.68825 0.381947
threshold=-0.02172 -0.16443499999999997 -0.071559999999999999 0.086065000000000016 0.083925000000000013 0.18676500000000004 0.19545000000000004 -0.25289499999999993 -0.225295 1.0000000180025095e-35 -0.069444999999999993 -0.029404999999999997 -0.097709999999999991 -0.11524 0.085470000000000018 0.085965000000000028 -0.075739999999999988 -0.0062700000000000004
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 6 7 -4 -9 -10 17 12 -2 14 -13 -15 -17 -6
right_child=2 -3 5 4 10 -7 -8 8 9 -11 -12 13 -14 15 -16 16 -18 -19
leaf_value=-0.016405954968343264 -0.014337026777884057 0.043067732011109479 0.037279137330873707 0.064658765662347947 0.013501864168075417 -0.041970305614556856 -0.040942334516733438 -0.049127572577433214 -0.035423848107095604 0.0010831272171047074 -0.021342713881296129 -0.066256870844415491 0.048848504488803686 -0.028621483993065199 0.0016279125388568799 0.013289224088051894 -0.0035137907746256611 0.026381892668110956
leaf_weight=50 66 76 53 74 46 56 49 68 47 2308 50 47 69 46 59 228 299 46
leaf_count=50 66 76 53 74 46 56 49 68 47 2308 50 47 69 46 59 228 299 46
internal_value=0 0.0194606 0.00020304 0.00545755 0.0257087 -0.00189356 -0.0010044 -0.000213703 -0.00103415 0.00035419 0.00540505 8.27626e-05 0.0179517 -0.00346878 -0.0284642 0.00115374 0.00375427 0.0199508
internal_weight=0 126 3611 1030 216 2581 2525 2476 2423 2355 142 814 135 679 106 573 527 92
internal_count=3737 126 3611 1030 216 2581 2525 2476 2423 2355 142 814 135 679 106 573 527 92
is_linear=0
shrinkage=0.0995203


Tree=220
num_leaves=13
num_cat=0
split_feature=2 35 3 4 1 4 26 26 4 30 1 3
split_gain=4.54262 8.65683 8.12442 7.43635 9.4052 7.208 5.49528 5.32058 6.88488 5.27564 4.83884 2.74116
threshold=0.25779000000000007 -0.084584999999999994 -0.13947499999999999 0.14257000000000006 -0.0098449999999999996 0.12577000000000002 0.40795000000000009 0.11326500000000002 0.094995000000000024 0.095210000000000031 -0.080500000000000002 0.13775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 7 8 -4 11 -9 -7
right_child=3 2 5 -5 -6 9 -8 10 -10 -11 -12 -13
leaf_value=-0.041697088396895732 0.030581510704509179 0.037917453129816966 0.0020989615461501528 -0.040840989057258782 -0.023913389559897264 0.051342639679111991 0.024776189863925459 0.011124788414851193 -0.012265018696282947 -0.00070719416710796133 -0.02129099875614374 0.017955562126939589
leaf_weight=47 55 59 2537 70 73 52 84 58 380 66 213 46
leaf_count=47 55 59 2537 70 73 52 84 58 380 66 213 46
internal_value=0 0.000729277 0.00130005 -0.0147604 -0.000491214 0.000671052 -0.00034919 -0.00101147 0.000227473 0.0210311 -0.0143503 0.0356795
internal_weight=0 3542 3495 198 128 3436 3272 3188 2917 164 271 98
internal_count=3740 3542 3495 198 128 3436 3272 3188 2917 164 271 98
is_linear=0
shrinkage=0.0995203


Tree=221
num_leaves=15
num_cat=0
split_feature=24 0 2 0 17 1 17 7 17 11 1 3 29 1
split_gain=4.44507 4.35186 13.8681 20.9049 14.3384 13.7433 17.3929 12.0888 11.5807 5.21506 5.44395 10.3068 8.64773 6.51198
threshold=0.10636500000000003 -0.105055 -0.122295 -0.15137999999999999 0.3137100000000001 0.50996500000000011 0.08741500000000002 0.064410000000000009 0.0053950000000000014 -0.100185 0.49737500000000007 -0.02172 0.0050600000000000011 0.51390500000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 9 -4 -3 11 -11 -13 -12
right_child=-2 7 4 -5 -6 -7 -8 -9 -10 10 13 12 -14 -15
leaf_value=0.0039687289884063988 -0.030827367678284895 -0.024655554335865287 0.00018882967102770855 0.087281278870635484 -0.052431660169333885 0.056862926921318814 0.048275888917203934 -0.04937812818816098 -0.045320157927212286 -0.043672666774576756 0.045607358005458058 -0.00067190566718514425 0.035017696897117701 -0.0046174982483973221
leaf_weight=74 46 86 344 50 46 47 65 51 66 54 56 2639 69 47
leaf_count=74 46 86 344 50 46 47 65 51 66 54 56 2639 69 47
internal_value=0 0.000301153 0.00741597 0.0375691 0.000831798 0.00552709 0.00044581 -0.00133863 -0.00713502 -0.000508122 0.000216437 -0.000621022 0.000237166 0.0226813
internal_weight=0 3694 692 124 568 522 475 3002 410 2951 2865 2762 2708 103
internal_count=3740 3694 692 124 568 522 475 3002 410 2951 2865 2762 2708 103
is_linear=0
shrinkage=0.0995203


Tree=222
num_leaves=16
num_cat=0
split_feature=24 5 5 2 8 1 29 9 27 0 18 18 18 20 9
split_gain=3.65723 3.9791 13.3121 8.7008 12.2302 8.6387 7.51802 14.1695 15.5896 7.64719 7.39551 8.68052 5.4019 4.46819 4.27442
threshold=0.10415500000000003 1.0000000180025095e-35 -0.0016799999999999999 0.10924500000000002 -0.36115499999999995 -0.15528499999999998 -0.081239999999999993 -0.040564999999999997 0.076195000000000027 -0.090789999999999996 -0.085709999999999995 -0.082304999999999989 0.15374500000000005 -0.085594999999999991 0.088405000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -5 -1 -3 -8 9 -9 13 -12 -13 -7 -15
right_child=-2 3 -4 4 -6 10 7 8 -10 -11 11 12 -14 14 -16
leaf_value=0.041615097544367839 -0.027083625393727707 -0.03844375622981714 0.053348606852691563 -0.00014019187089292219 -0.070289837599631186 0.042258641440673553 0.04255971391965388 0.038762722788034644 -0.059113725058166033 -0.0024753915896721327 -0.038478265253253575 -0.0014037769938784997 0.025135785108164537 0.0037728044175323388 0.037245801527528002
leaf_weight=52 49 53 50 53 46 50 72 47 47 850 61 1973 79 212 46
leaf_count=52 49 53 50 53 46 50 72 47 47 850 61 1973 79 212 46
internal_value=0 0.000284972 0.00250846 -0.0045173 -0.0327433 0.00148023 -0.00190253 2.85606e-06 -0.00324214 -0.000313729 0.000617842 -0.00148183 -0.00038163 0.015025 0.00974404
internal_weight=0 3691 2523 1168 99 2473 1069 1016 944 897 2421 2113 2052 308 258
internal_count=3740 3691 2523 1168 99 2473 1069 1016 944 897 2421 2113 2052 308 258
is_linear=0
shrinkage=0.0995203


Tree=223
num_leaves=25
num_cat=0
split_feature=3 10 2 3 2 0 26 3 0 6 17 26 17 1 1 0 1 3 26 18 6 17 6 1
split_gain=3.5912 14.0616 12.7734 7.03897 9.70649 7.78752 6.77403 6.44051 9.38481 15.7801 7.54535 7.74068 7.40144 5.59327 5.79057 11.8546 8.42627 7.88152 11.5045 5.51369 6.3916 6.8277 5.09722 5.00551
threshold=0.096510000000000026 0.085090000000000013 -0.15012499999999998 0.10648500000000002 -0.13088999999999998 0.12346000000000003 -0.077514999999999987 0.095630000000000021 -0.1525 -0.095324999999999993 0.064745000000000011 0.08358500000000002 -0.0082649999999999998 0.51613500000000012 0.024780000000000007 -0.1525 0.41379000000000005 0.14166500000000004 0.11790500000000002 0.084405000000000022 -0.0065449999999999996 0.12088500000000003 -0.091704999999999995 0.50462500000000021
decision_type=2 2 2 2 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 13 -6 8 9 -4 12 -12 -10 14 17 16 -16 18 -5 20 22 -22 -8 -17
right_child=3 -3 7 5 6 -7 19 -9 10 -11 11 -13 -14 -15 15 23 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=-0.043607452581096127 0.053168508141447302 0.046278128927808686 -0.015286205480624895 0.023236627996541099 -0.018613332864407112 -0.031331792684145036 0.0026809410412119818 -0.034779765022764003 -0.004587095542641151 0.062291241037603182 -0.046760280463929445 -0.0090859664257127142 0.0099334506883873436 0.032691721863673993 -0.065891456478418459 0.0059872012385431498 -0.0080459944063829975 -0.022322475691259662 -0.029158311518569555 0.036903034122387053 -0.037714983980535383 0.011531882287622898 0.040810696471691867 -0.023361060882494261
leaf_weight=77 55 57 47 271 74 77 70 59 1116 58 66 298 505 54 52 304 48 67 49 83 50 63 69 71
leaf_count=77 55 57 47 271 74 77 70 59 1116 58 66 298 505 54 52 304 48 67 49 83 50 63 69 71
internal_value=0 -0.00252989 -0.00378005 0.003794 0.0139134 -0.0009337 0.00863264 -0.00235263 -0.00143683 0.0275583 -0.00297099 -0.0159193 -6.29162e-05 0.00162071 -0.000324791 -0.00768824 -0.0381338 0.00871091 0.0152111 0.0146536 0.00732215 -0.0102515 0.0216146 0.000428412
internal_weight=0 2283 2226 1457 464 993 409 2149 2090 105 1985 364 1621 916 862 475 100 387 320 335 252 113 139 375
internal_count=3740 2283 2226 1457 464 993 409 2149 2090 105 1985 364 1621 916 862 475 100 387 320 335 252 113 139 375
is_linear=0
shrinkage=0.0995203


Tree=224
num_leaves=8
num_cat=0
split_feature=24 0 0 10 12 11 12
split_gain=5.46274 3.32457 4.69221 3.06802 5.05625 6.64922 7.76232
threshold=0.10012000000000003 -0.23177499999999998 -0.229625 0.09407500000000002 -0.079920000000000005 -0.16980999999999999 0.091760000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=-0.019446326125291936 -0.032623193725305644 0.02970288531843894 0.027267020363960788 -0.02217636795924513 -0.031124031748166307 -0.00050811430577411745 0.038615584398205463
leaf_weight=89 53 52 66 63 69 3312 51
leaf_count=89 53 52 66 63 69 3312 51
internal_value=0 -0.000444273 2.35836e-05 -0.000409583 -1.73226e-05 -0.00054226 8.49549e-05
internal_weight=0 3702 3613 3561 3498 3432 3363
internal_count=3755 3702 3613 3561 3498 3432 3363
is_linear=0
shrinkage=0.0995203


Tree=225
num_leaves=11
num_cat=0
split_feature=24 6 1 6 9 12 4 27 1 8
split_gain=4.42953 3.24657 8.37393 5.73007 15.295 6.21915 6.29133 6.06804 5.49211 1.51317
threshold=0.10012000000000003 -0.42102499999999998 0.51136500000000018 -0.23069499999999998 -0.042790000000000002 0.084370000000000014 0.13528000000000004 -0.038765000000000001 -0.091829999999999995 -0.094375000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 -5 -9 -4
right_child=-2 3 9 5 -6 -7 -8 8 -10 -11
leaf_value=-0.049045724091059929 -0.029376527401564614 -0.015921059299348537 -0.014160791701847027 -0.029094656052224215 0.060066824946572665 -0.035652156066718711 0.031997720239272047 0.0087292982006223572 -0.0018309790195179226 0.0084997317234504037
leaf_weight=48 53 51 47 72 54 49 60 598 2646 77
leaf_count=48 53 51 47 72 54 49 60 598 2646 77
internal_value=0 -0.000400058 -0.0137516 0.000250266 0.0231506 -0.00045155 5.91172e-05 -0.000518536 0.000115454 -8.2738e-05
internal_weight=0 3702 172 3530 105 3425 3376 3316 3244 124
internal_count=3755 3702 172 3530 105 3425 3376 3316 3244 124
is_linear=0
shrinkage=0.0995203


Tree=226
num_leaves=12
num_cat=0
split_feature=24 0 0 3 17 8 17 18 0 17 2
split_gain=3.59173 2.93198 3.86711 3.46419 10.442 5.92494 6.70243 5.09489 5.61166 20.473 7.17778
threshold=0.10012000000000003 -0.23177499999999998 -0.229625 0.090695000000000012 0.41239500000000012 0.090890000000000012 -0.53896499999999992 0.18126000000000006 0.0083400000000000019 -0.085229999999999986 0.41061500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 8 10 -10 -5
right_child=-2 2 3 7 -6 -7 -8 -9 9 -11 -12
leaf_value=-0.018205146410175201 -0.026452969273776113 0.027022817385362385 -0.038288919927544858 0.0022753966434017306 -0.049406380228241606 0.027865611966464466 -0.002267660248752077 0.026230215475813785 0.011771132101849836 -0.050893696990641793 0.040956174083769503
leaf_weight=89 53 52 53 1571 48 62 1478 86 127 87 49
leaf_count=89 53 52 53 1571 48 62 1478 86 127 87 49
internal_value=0 -0.000360267 7.90848e-05 -0.000314135 -0.00367189 -0.00229331 -0.00351518 0.00255527 0.00144466 -0.0137009 0.00344588
internal_weight=0 3702 3613 3561 1641 1593 1531 1920 1834 214 1620
internal_count=3755 3702 3613 3561 1641 1593 1531 1920 1834 214 1620
is_linear=0
shrinkage=0.0995203


Tree=227
num_leaves=21
num_cat=0
split_feature=6 5 4 5 22 4 4 3 0 5 1 1 0 26 26 26 5 1 22 5
split_gain=3.04986 11.6825 5.86669 4.40817 8.98377 8.26224 12.065 9.67614 7.97553 6.63163 9.30279 13.8852 16.982 7.73855 5.74728 7.48825 5.1308 4.00315 3.60693 3.42876
threshold=-0.42102499999999998 -0.46244499999999994 0.12719000000000005 -0.11065499999999999 0.081580000000000027 0.092860000000000012 0.076855000000000021 0.12212000000000002 -0.13056499999999996 -0.093875 0.078505000000000019 0.024780000000000007 -0.080500000000000002 0.08401500000000002 -0.14678499999999997 -0.079869999999999983 0.51524500000000006 0.063010000000000024 0.11419000000000003 -0.0031649999999999998
decision_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 8 -7 -2 13 11 14 -13 -5 19 -16 -14 -10 -6 -11
right_child=3 -3 -4 9 18 7 -8 -9 17 10 -12 12 16 -15 15 -17 -18 -19 -20 -21
leaf_value=0.030377891925711567 0.049343519161640675 -0.04362096318065576 -0.013478258078058579 -0.051899090746714456 -0.036108304024970686 0.056730951442381793 -0.040175645416789488 0.0044254557606328336 0.022892520046676648 0.043499587405375649 0.040737135143555744 -0.065862188359621682 0.013217067156519208 -0.0030102207666514369 -0.019758707316611872 0.0011129858617529133 -0.029149443942943366 -0.0029546026121655185 0.0010532360929694511 0.007973820806775337
leaf_weight=55 49 75 67 55 56 79 50 63 89 46 53 71 69 77 184 2278 48 178 48 65
leaf_count=55 49 75 67 55 56 79 50 63 89 46 53 71 69 77 184 2278 48 178 48 65
internal_value=0 -0.0127098 0.00628625 1.09336e-05 0.00769677 0.0131534 0.00524521 0.0335308 0.0124347 -0.00158544 -0.000562483 -0.00135557 -0.027465 -0.0233868 0.000551838 -0.000446549 -0.00415707 0.00565804 -0.018949 0.0227036
internal_weight=0 197 122 3558 612 508 366 142 316 2946 2814 2761 188 132 2573 2462 117 267 104 111
internal_count=3755 197 122 3558 612 508 366 142 316 2946 2814 2761 188 132 2573 2462 117 267 104 111
is_linear=0
shrinkage=0.0995203


Tree=228
num_leaves=15
num_cat=0
split_feature=3 4 24 5 3 2 5 1 1 0 3 2 2 9
split_gain=4.40725 13.2403 5.72798 6.15206 9.64124 8.48933 7.40027 9.60301 8.17298 16.1824 7.64747 7.24204 7.15201 7.10112
threshold=-0.025279999999999997 0.11874000000000003 -0.070004999999999998 -0.11065499999999999 0.15537500000000004 0.13896000000000006 -0.093875 0.078505000000000019 0.024780000000000007 -0.080500000000000002 0.014805000000000004 0.097285000000000024 -0.0023849999999999995 0.084565000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 11 13 8 10 -10 -8 12 -4 -5
right_child=2 -3 3 6 -6 -7 7 -9 9 -11 -12 -13 -14 -15
leaf_value=0.050740312347110648 -0.033406295127043385 -0.016078145807022163 0.0092158688429218923 -0.052750781923075633 0.050173195885702196 -0.028770418163073571 -0.039956898815519108 0.040753335326015834 -0.058739754692459532 0.0016778915211684551 0.001000532632682157 0.037422304346500901 -0.028860981756633552 -0.0054042591326555461
leaf_weight=63 50 55 437 53 52 64 46 55 71 115 2448 79 55 77
leaf_count=63 50 55 437 53 52 64 46 55 71 115 2448 79 55 77
internal_value=0 0.0195892 4.31206e-05 0.000514205 0.00897241 0.00559719 -0.00151371 -0.00041068 -0.00125577 -0.0213804 0.000244774 0.00945069 0.00495764 -0.0247134
internal_weight=0 118 3602 3552 687 635 2865 2735 2680 186 2494 571 492 130
internal_count=3720 118 3602 3552 687 635 2865 2735 2680 186 2494 571 492 130
is_linear=0
shrinkage=0.0995203


Tree=229
num_leaves=10
num_cat=0
split_feature=38 7 12 30 0 3 2 5 2
split_gain=3.60691 4.50071 5.18031 4.07929 8.80783 6.93728 8.28433 7.18265 4.50463
threshold=-0.078989999999999991 -0.14493999999999999 -1.0000000180025095e-35 0.094680000000000028 0.12512500000000001 0.14721500000000004 0.11241000000000002 0.064585000000000017 -0.0043799999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 -4 -5
right_child=1 2 3 8 -6 6 -8 -9 -10
leaf_value=0.020505876419216897 0.026919436525077098 -0.033524427236706303 0.0014972741856765204 -0.0022505357120808662 0.03160821957780665 0.053303278390318995 -0.0013875933230379106 -0.0099801982481626215 -0.042469641157297115
leaf_weight=88 61 46 2524 69 89 52 58 687 46
leaf_count=88 61 46 2524 69 89 52 58 687 46
internal_value=0 0.000114697 -0.000342954 8.9821e-05 0.000711774 -0.000115979 0.0244588 -0.0009581 -0.0183453
internal_weight=0 3632 3571 3525 3410 3321 110 3211 115
internal_count=3720 3632 3571 3525 3410 3321 110 3211 115
is_linear=0
shrinkage=0.0995203


Tree=230
num_leaves=16
num_cat=0
split_feature=12 0 1 1 8 21 21 20 0 26 29 0 8 26 29
split_gain=3.53692 3.97295 13.0302 12.9612 11.9221 8.48878 19.7504 9.65233 9.73015 7.73824 7.11447 7.28139 8.04286 15.3999 8.10165
threshold=0.088665000000000022 -0.105055 0.51334500000000016 0.42491000000000007 0.0065600000000000007 -0.0092899999999999996 -0.089954999999999993 1.0000000180025095e-35 -0.16423499999999999 1.0000000180025095e-35 0.0050600000000000011 0.15834000000000004 0.0017700000000000003 -0.089654999999999999 -0.081409999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 5 6 -1 9 -9 -7 11 12 14 -14 -3
right_child=-2 2 -4 -5 -6 7 -8 8 -10 -11 -12 -13 13 -15 -16
leaf_value=0.026872558949002423 0.022537261800431984 -0.032790809998345306 -0.042418829234506163 0.048185707139817284 0.044925318263883761 0.0055777578546232203 -0.055146760297545998 -0.0021597844743456167 0.056950370945005893 -0.028636036523055158 0.028862170828951293 0.033660378622068859 0.01291935691228341 -0.030991346043080251 0.0011045385370509709
leaf_weight=46 71 72 75 68 59 227 79 51 60 92 80 58 120 232 2330
leaf_count=46 71 72 75 68 59 227 79 51 60 92 80 58 120 232 2330
internal_value=0 0.000109549 -0.00146462 0.00695909 0.00239194 -0.00212816 -0.0249571 0.00450626 0.0297843 -0.00428698 -0.000402248 -0.0012351 -0.0019703 -0.0160195 8.81833e-05
internal_weight=0 3649 2967 682 614 555 125 430 111 319 2892 2812 2754 352 2402
internal_count=3720 3649 2967 682 614 555 125 430 111 319 2892 2812 2754 352 2402
is_linear=0
shrinkage=0.0995203


Tree=231
num_leaves=12
num_cat=0
split_feature=39 12 24 7 4 22 22 22 8 6 22
split_gain=3.07288 3.22799 4.29433 3.11091 33.5777 3.85199 7.90335 11.6093 6.65516 3.79795 1.98913
threshold=1.0000000180025095e-35 0.088665000000000022 -0.070004999999999998 0.020750000000000005 0.088720000000000021 0.10259500000000003 0.089225000000000013 0.082075000000000023 -0.087844999999999993 0.086100000000000024 0.12431000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 9 6 7 -4 -7 -5 -10
right_child=-2 -3 3 4 -6 8 -8 -9 10 -11 -12
leaf_value=-0.03018580733091222 0.022102937388702025 0.021586458521673291 0.0003525225686658217 0.00021838812639153965 0.08153822080604034 -0.045252889504636962 0.033308163634844276 -0.043140281021297217 -0.016534637986813157 -0.038948561267793218 0.010239878613296503
leaf_weight=47 64 68 3100 49 49 51 70 62 50 49 61
leaf_count=47 64 68 3100 49 49 51 70 62 50 49 61
internal_value=0 0.000105699 -0.000301178 9.5253e-05 0.0142694 -0.000518411 0.00023196 -0.000500019 -0.0154938 -0.0193567 -0.00181334
internal_weight=0 3656 3588 3541 147 3394 3232 3162 162 98 111
internal_count=3720 3656 3588 3541 147 3394 3232 3162 162 98 111
is_linear=0
shrinkage=0.0995203


Tree=232
num_leaves=10
num_cat=0
split_feature=11 1 12 3 12 3 29 3 3
split_gain=5.25621 9.89777 5.15822 6.52293 16.8777 7.3653 3.8715 3.70374 5.654
threshold=-0.100185 0.41527500000000012 -0.027854999999999998 0.014805000000000004 0.091760000000000022 0.081225000000000019 -0.082564999999999986 0.14940500000000004 0.14166500000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 -7 8 -8
right_child=2 -3 3 5 -6 6 7 -9 -10
leaf_value=0.0018041258559554653 0.031308590499597048 -0.056898946908316074 -0.051584502844807076 0.039791499951456415 0.024596612104894292 0.021198933252308826 -0.0007783646299930339 0.019323467868993683 -0.030655316292001016
leaf_weight=72 51 47 77 46 46 81 3179 88 64
leaf_count=72 51 47 77 46 46 81 3179 88 64
internal_value=0 -0.0213743 -0.00011832 -0.000566126 -0.0230874 0.00023471 -0.000298348 -0.000821344 -0.00136823
internal_weight=0 119 3632 3581 123 3458 3412 3331 3243
internal_count=3751 119 3632 3581 123 3458 3412 3331 3243
is_linear=0
shrinkage=0.0995203


Tree=233
num_leaves=10
num_cat=0
split_feature=10 36 12 1 3 3 17 3 3
split_gain=5.17527 4.71163 9.63478 6.74824 8.79588 5.33287 7.35668 6.21496 4.44793
threshold=0.09407500000000002 0.092765000000000028 -0.072134999999999991 0.50996500000000011 0.13547000000000003 0.014805000000000004 -0.079754999999999993 0.081225000000000019 0.18676500000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 -7 -9
right_child=-2 -3 3 4 -6 7 -8 8 -10
leaf_value=0.045431243359735168 -0.028997289542361256 -0.031539193161828287 -0.051969462893596802 0.053602581404429382 -0.0020938973414982159 0.035831442928327233 0.0011116960536918417 -0.00055157774256931879 -0.030460218122694505
leaf_weight=46 63 47 48 52 61 46 56 3282 50
leaf_count=46 63 47 48 52 61 46 56 3282 50
internal_value=0 -0.000230537 0.000173388 -0.000405484 0.0235291 -0.00118246 -0.0233794 -0.000498828 -0.00100063
internal_weight=0 3688 3641 3595 113 3482 104 3378 3332
internal_count=3751 3688 3641 3595 113 3482 104 3378 3332
is_linear=0
shrinkage=0.0995203


Tree=234
num_leaves=8
num_cat=0
split_feature=10 36 12 1 11 3 2
split_gain=4.19643 3.82049 7.8125 5.60073 6.36555 4.60974 11.982
threshold=0.09407500000000002 0.092765000000000028 -0.072134999999999991 0.52078500000000016 -0.16980999999999999 0.14940500000000004 0.40115000000000006
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=0.040909917825525936 -0.026111473411484034 -0.02840040676122748 -0.035409389488989147 0.031746706905378723 -0.00018781121900907663 0.022289820896187893 -0.049268233313945926
leaf_weight=46 63 47 52 53 3353 87 50
leaf_count=46 63 47 52 53 3353 87 50
internal_value=0 -0.000207593 0.00015611 -0.00036513 -0.000845861 -0.000330639 -0.000909187
internal_weight=0 3688 3641 3595 3542 3490 3403
internal_count=3751 3688 3641 3595 3542 3490 3403
is_linear=0
shrinkage=0.0995203


Tree=235
num_leaves=12
num_cat=0
split_feature=21 0 21 0 18 18 2 21 9 8 22
split_gain=2.95824 3.61524 3.55021 13.2046 7.2532 9.22541 4.28545 4.24212 4.38865 3.95035 3.53994
threshold=0.15159000000000003 -0.25289499999999993 0.11853500000000002 -0.09937 -0.41265499999999994 -0.23451999999999998 -0.055654999999999996 0.10841000000000002 0.089605000000000018 -0.057284999999999996 0.088845000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 9 10 -9 -5 -7
right_child=-2 2 3 6 5 7 -8 8 -10 -11 -12
leaf_value=0.025181994509916962 -0.018404144409001216 0.032711382307302042 0.059151030301634759 0.0039048622986553494 -0.040265113724921711 -0.0011275680351805638 0.023161906562835823 -0.040660091338296261 -0.00088152752949576874 -0.034082668336333478 0.018181908842726479
leaf_weight=55 90 61 46 64 61 3071 49 54 56 47 97
leaf_count=55 90 61 46 64 61 3071 49 54 56 47 97
internal_value=0 -0.000140494 -0.000526949 0.0121589 -0.0012958 -0.00191732 -0.00134627 -0.00120346 -0.0204166 -0.0121726 -0.000536079
internal_weight=0 3661 3606 206 3400 3339 160 3278 110 111 3168
internal_count=3751 3661 3606 206 3400 3339 160 3278 110 111 3168
is_linear=0
shrinkage=0.0995203


Tree=236
num_leaves=13
num_cat=0
split_feature=12 8 10 9 20 10 0 9 3 0 0 38
split_gain=3.7299 4.96568 18.5789 10.8088 8.90946 10.2261 8.73684 12.2932 8.50616 6.03844 6.41334 6.37662
threshold=0.094205000000000025 -0.11061499999999999 0.09056500000000002 -0.096659999999999982 -0.076364999999999988 0.07635500000000002 -0.076154999999999987 -0.02614 0.11387500000000002 0.13167000000000004 0.061855000000000014 -0.080750000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 8 -8 -6 10 11 -5
right_child=-2 2 -4 9 5 -7 7 -9 -10 -11 -12 -13
leaf_value=0.041402051617984437 -0.023675161481800936 -0.045562791820788574 0.062283963061554572 0.035801604413635842 0.049764541700488878 -0.032043820767543779 0.024547357129841959 -0.045234769206231484 0.0035547467904708634 0.027434322438587407 -0.028129692102694327 -0.0011414944957049045
leaf_weight=78 63 54 46 47 81 63 50 50 77 74 86 2997
leaf_count=78 63 54 46 47 81 63 50 50 77 74 86 2997
internal_value=0 0.000745063 -0.000521158 -0.00140816 0.0112323 0.00389879 0.0126787 -0.0103355 0.0272498 -0.000663726 -0.00132829 -0.000570816
internal_weight=0 3703 3304 3258 399 321 258 100 158 3204 3130 3044
internal_count=3766 3703 3304 3258 399 321 258 100 158 3204 3130 3044
is_linear=0
shrinkage=0.0995203


Tree=237
num_leaves=17
num_cat=0
split_feature=1 17 27 3 2 0 0 2 2 2 3 2 2 5 2 0
split_gain=3.65161 10.4572 10.7786 10.7861 15.1335 6.21802 14.6159 12.0184 5.17624 8.61471 4.89312 11.0693 8.07778 6.94152 9.68206 4.85756
threshold=-0.091829999999999995 0.12088500000000003 0.08427500000000003 0.11604000000000002 0.10003000000000002 0.042275000000000014 -0.078664999999999999 -0.15544499999999997 -0.15544499999999997 -0.122295 0.14940500000000004 -0.0056449999999999998 0.35004500000000011 0.0043900000000000015 -0.0097149999999999997 -0.16969499999999998
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 -7 -2 -10 12 -12 13 15 -15 -11
right_child=8 -3 -4 -5 -6 7 -8 -9 9 10 11 -13 -14 14 -16 -17
leaf_value=-0.0020128153407050647 -0.030564000153226009 0.04496108392684614 -0.042820042645657731 -0.033262980045522528 0.055318803789745165 0.016587772920934576 0.049472040950188603 -0.038303569895028373 0.029781044305244364 0.016360837865643994 0.056678188133864542 -0.0034405008773677171 -0.043719012472972385 -0.0075059611003445437 -0.055022905219399718 -0.00049383623180753215
leaf_weight=172 58 65 47 59 68 79 80 79 90 185 46 89 46 555 46 2002
leaf_count=172 58 65 47 59 68 79 80 79 90 185 46 89 46 555 46 2002
internal_value=0 0.00709443 0.00287842 0.00687962 0.0118362 0.00462242 0.0143283 -0.0108527 -0.00111097 -0.000552264 -0.00147204 0.0170383 -0.00235409 -0.0016713 -0.0111442 0.00093154
internal_weight=0 649 584 537 478 410 252 158 3117 3059 2969 135 2834 2788 601 2187
internal_count=3766 649 584 537 478 410 252 158 3117 3059 2969 135 2834 2788 601 2187
is_linear=0
shrinkage=0.0995203


Tree=238
num_leaves=15
num_cat=0
split_feature=19 3 18 20 1 19 3 0 4 0 18 20 5 19
split_gain=3.21181 9.91542 4.97864 7.45557 6.07086 4.5582 5.45941 4.52045 9.32981 7.30106 5.8 4.16199 4.09578 2.04096
threshold=0.10781000000000003 0.087625000000000022 0.18126000000000006 -0.16295499999999999 -0.53140500000000002 0.11697000000000003 0.12732500000000005 -0.23058999999999999 0.10404000000000002 -0.22163999999999998 -0.14734 -0.40431 -0.039649999999999998 0.13120500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 11 -5 -3 12 8 -6 -9 -11 -1 13 -7
right_child=1 5 -4 4 7 6 -8 9 -10 10 -12 -13 -14 -15
leaf_value=-0.0053277922244317029 -0.052015260662031319 -0.023016763445087549 0.025855620032636979 0.034795489753178879 -0.0053015101008397226 0.018952634247501998 -0.020939731433464951 -0.039219402317982828 0.053002947837437045 0.015315625079441139 -0.00056063122078539585 -0.046598630992052734 0.040035784388516328 -0.0097723865536047862
leaf_weight=47 46 75 79 53 61 48 55 46 49 248 2812 50 47 50
leaf_count=47 46 75 79 53 61 48 55 46 49 248 2812 50 47 50
internal_value=0 -0.00924821 0.00116001 0.000580157 0.00138721 -0.00209147 0.00575143 0.000836382 0.020663 0.00013395 0.000725805 -0.0266099 0.0158813 0.00428866
internal_weight=0 321 3445 3366 3269 275 200 3216 110 3106 3060 97 145 98
internal_count=3766 321 3445 3366 3269 275 200 3216 110 3106 3060 97 145 98
is_linear=0
shrinkage=0.0995203


Tree=239
num_leaves=12
num_cat=0
split_feature=12 11 30 1 5 1 1 5 4 9 2
split_gain=2.88568 3.89964 4.1434 3.45715 8.09908 6.46641 6.30344 5.89501 11.6051 5.21327 2.36388
threshold=0.094205000000000025 -0.15367499999999998 0.085225000000000009 0.51334500000000016 -0.46834999999999999 0.42491000000000007 0.36766000000000004 -0.38486499999999996 0.078295000000000017 0.11741500000000002 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 -3 -9 -7
right_child=-2 3 -4 4 -6 10 -8 9 -10 -11 -12
leaf_value=0.041958493859870487 -0.020874620624184118 0.0034461278211626537 -0.00026414269819361808 0.0091043440499664965 -0.048152433574241746 0.01066422410087293 -0.025938332384789292 0.00044443604144877159 0.060556049835846247 -0.019546500106312325 0.042599056060790598
leaf_weight=46 63 141 46 51 47 46 91 3007 47 135 46
leaf_count=46 63 141 46 51 47 46 91 3007 47 135 46
internal_value=0 0.000604953 0.0208383 8.9227e-05 -0.0183472 0.00060377 -9.61912e-05 0.00060976 0.017728 -0.00041424 0.0266406
internal_weight=0 3703 92 3611 98 3513 3421 3330 188 3142 92
internal_count=3766 3703 92 3611 98 3513 3421 3330 188 3142 92
is_linear=0
shrinkage=0.0995203


Tree=240
num_leaves=15
num_cat=0
split_feature=27 7 27 2 9 27 4 7 0 1 4 17 5 17
split_gain=3.84769 9.71769 10.1009 8.40603 20.5987 7.06928 5.51161 4.14985 6.41986 4.74158 6.48388 4.91807 16.0129 6.39176
threshold=0.085600000000000023 0.099030000000000021 0.079415000000000027 -0.012644999999999998 0.099985000000000018 0.093000000000000013 0.10904000000000003 0.020750000000000005 -0.14909499999999998 0.36766000000000004 0.13300500000000004 0.0047200000000000011 -0.0071849999999999995 -0.0065549999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 6 -5 -2 9 -9 11 -11 13 -13 -1
right_child=3 -3 -4 5 -6 -7 -8 8 -10 10 -12 12 -14 -15
leaf_value=0.00087466464650228729 0.02744006656949342 -0.0448260635416044 -0.043705888319853975 0.021107797501851443 -0.017715697155994161 -0.025552943460942237 0.070321300346475366 0.045632274647337212 -0.0053085472048864709 -0.034452294654787038 0.0062564899386023986 0.0010115797642753939 -0.032407304077110677 0.01522363474887756
leaf_weight=1751 58 49 52 51 73 87 61 50 48 90 68 753 175 373
leaf_count=1751 58 49 52 51 73 87 61 50 48 90 68 753 175 373
internal_value=0 -0.000826177 -0.000184267 0.0104281 0.0238952 -0.00830282 0.0494281 0.000499623 0.0206733 -0.000116018 -0.0169269 0.000754002 -0.00528959 0.0033949
internal_weight=0 3409 3360 330 192 138 119 3308 98 3210 158 3052 928 2124
internal_count=3739 3409 3360 330 192 138 119 3308 98 3210 158 3052 928 2124
is_linear=0
shrinkage=0.0995203


Tree=241
num_leaves=17
num_cat=0
split_feature=17 17 17 21 2 10 2 19 2 11 6 6 6 6 29 5
split_gain=3.36011 3.88066 13.1605 6.4378 5.73866 9.79728 7.68033 7.26372 8.1341 7.86431 4.42455 11.1762 7.91719 3.19221 2.98411 2.12448
threshold=0.5194200000000001 0.011640000000000003 0.033280000000000011 -0.08236499999999998 -0.23128999999999997 0.085960000000000023 -0.16295499999999999 0.11174500000000002 -0.14531999999999998 -0.100185 -0.0026549999999999998 0.08463500000000003 -0.072219999999999993 0.088845000000000021 -0.025204999999999998 -0.095169999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 -6 8 -8 -10 12 -12 14 -13 -5 -2
right_child=15 2 3 10 6 -7 7 -9 9 -11 11 13 -14 -15 -16 -17
leaf_value=0.058053687425437039 0.033529705300545568 -0.054108871154416018 0.031647524287699666 -0.025606630173416231 -0.037615929829292592 -0.0038111081101548389 0.031833923241886157 -0.02956000279080373 -0.031198728917119455 0.002193059955269559 -0.047258024177590285 0.019803886669935489 0.034961120118852024 -0.0081217304855457535 0.0010097559400131981 0.0045724202892166521
leaf_weight=47 47 53 50 51 51 55 89 73 72 2344 73 46 64 341 229 54
leaf_count=47 47 53 50 51 51 55 89 73 72 2344 73 46 64 341 229 54
internal_value=0 -0.00034659 -0.00598692 -0.00299947 0.00152634 0.0246872 0.000627429 0.00138431 0.0022864 0.0011976 -0.00515515 -0.0115399 0.00338026 -0.00480029 -0.00383531 0.0180557
internal_weight=0 3638 907 854 2731 102 2629 2578 2505 2416 804 460 344 387 280 101
internal_count=3739 3638 907 854 2731 102 2629 2578 2505 2416 804 460 344 387 280 101
is_linear=0
shrinkage=0.0995203


Tree=242
num_leaves=22
num_cat=0
split_feature=3 18 6 1 5 5 3 0 21 9 22 21 1 17 9 26 17 21 28 2 6
split_gain=3.09171 9.24373 9.27907 7.59746 8.57371 18.9806 6.02496 5.05278 5.59457 7.90425 5.65406 9.22302 8.0082 4.78428 7.60969 5.98362 5.03054 4.74557 4.6303 6.79921 3.47653
threshold=0.089895000000000017 0.10361000000000002 1.0000000180025095e-35 -0.215865 0.012305000000000002 0.066275000000000014 0.086535000000000015 -0.23177499999999998 -0.08236499999999998 0.088610000000000008 0.079065000000000024 0.10900500000000002 -0.51253999999999988 0.11639500000000001 0.084595000000000017 0.087745000000000031 -0.016209999999999999 0.13415000000000002 1.0000000180025095e-35 -0.088385000000000005 -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 3 -3 -1 13 -6 -7 -2 9 -9 12 -12 -10 15 -15 16 -5 -13 19 -14 -17
right_child=7 2 -4 4 5 6 -8 8 10 -11 11 17 18 14 -16 20 -18 -19 -20 -21 -22
leaf_value=0.030462201168227197 -0.023340101868300291 -0.063149056964255837 -0.0063265005551064188 -0.0015225341838231562 -0.07740602519305427 0.025413531422028533 -0.019889963404655833 0.045878197243003342 -0.040514637012793807 -0.0029565302917972367 0.045274256733725697 -0.024203461265795149 -0.014113248518190454 -0.049856494660371363 0.0017576917264222674 -0.033686940696536181 0.014437893242470183 0.019879378738263041 0.029707458057395553 0.0033342022597603687 -0.0048165315757469403
leaf_weight=72 72 49 68 369 47 46 79 71 46 61 76 46 262 47 71 49 416 51 56 1421 264
leaf_count=72 72 49 68 369 47 46 79 71 46 61 76 46 262 47 71 49 416 51 56 1421 264
internal_value=0 -0.00321522 -0.030131 -0.0010577 -0.00269333 -0.0234905 -0.00321172 0.00257965 0.00347297 0.0233044 0.0021356 0.0193141 0.000470227 0.000247702 -0.0187936 0.00229478 0.00693443 -0.00101745 0.00155483 0.000617594 -0.0093388
internal_weight=0 1577 117 1460 1388 172 125 2162 2090 132 1958 173 1785 1216 118 1098 785 97 1739 1683 313
internal_count=3739 1577 117 1460 1388 172 125 2162 2090 132 1958 173 1785 1216 118 1098 785 97 1739 1683 313
is_linear=0
shrinkage=0.0995203


Tree=243
num_leaves=20
num_cat=0
split_feature=17 18 1 4 5 2 5 17 17 8 4 6 2 19 17 0 2 0 5
split_gain=2.78219 4.01126 3.31117 9.9571 12.2588 8.09086 10.2191 7.06287 12.26 7.92435 6.11643 5.35324 21.52 5.62056 5.61783 5.02255 5.00017 3.64658 1.7622
threshold=0.5194200000000001 0.31227500000000008 -0.029404999999999997 0.10755500000000003 0.06136500000000001 -0.078289999999999985 -0.075744999999999993 0.055875000000000015 0.097480000000000025 0.10068500000000002 0.085720000000000018 -0.011749999999999998 0.097745000000000012 -0.09028499999999999 -0.51498499999999992 -0.030209999999999997 -0.035314999999999992 -0.085349999999999995 -0.095169999999999991
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 7 -7 9 -9 -1 -8 13 16 -4 -15 -16 17 -13 -2
right_child=18 -3 11 4 -6 6 10 8 -10 -11 -12 12 -14 14 15 -17 -18 -19 -20
leaf_value=0.0014281636576563021 0.030508028165245258 -0.029215857466524355 -0.034409680116790922 0.064596027394777045 0.004471936043364759 0.045810494687022106 -0.00027873750603415987 -0.060305750611491453 -0.0024644436957532412 -0.037791213866738872 0.027545728472555604 0.002523352892572015 -0.076578418564482137 0.032724211915241407 0.0011670587703175262 -0.025877336739442851 0.025874306589461889 -0.02030572797210212 0.0041332778654649066
leaf_weight=926 47 47 46 56 84 72 373 57 100 54 99 131 47 53 1228 72 46 147 54
leaf_count=926 47 47 46 56 84 72 373 57 100 54 99 131 47 53 1228 72 46 147 54
internal_value=0 -0.000330359 4.74744e-05 0.00302708 0.0285274 0.00090283 0.010885 -0.00387242 -0.0234694 -0.00073207 0.00555559 -0.00301752 -0.0136456 -0.000198474 0.000964053 -0.000330156 -0.00451397 -0.0095452 0.0164148
internal_weight=0 3638 3591 1821 140 1681 544 1137 157 980 472 1770 371 1399 1353 1300 324 278 101
internal_count=3739 3638 3591 1821 140 1681 544 1137 157 980 472 1770 371 1399 1353 1300 324 278 101
is_linear=0
shrinkage=0.0995203


Tree=244
num_leaves=12
num_cat=0
split_feature=27 27 27 27 9 2 27 3 12 3 1
split_gain=5.535 12.5683 8.56829 9.48135 11.4667 7.79927 5.89343 5.34791 15.0012 7.8616 5.07721
threshold=0.095885000000000012 0.091025000000000009 0.085600000000000023 1.0000000180025095e-35 0.082335000000000019 -0.049174999999999996 0.11129500000000002 1.0000000180025095e-35 -0.0034499999999999999 0.082130000000000022 0.50462500000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -2 -7 8 -1 -9 -11
right_child=5 -3 -4 4 -6 6 -8 9 -10 10 -12
leaf_value=0.014821328547613264 0.047464906343363603 -0.051713299001934263 0.030583999275380479 0.0033848550710149617 -0.065066643272457883 0.021066591831170375 -0.020707564015132459 0.038464127550029967 -0.055554653409212347 0.00042709162753320562 -0.02631003530346266
leaf_weight=59 56 48 86 47 50 79 58 53 61 3055 72
leaf_count=59 56 48 86 47 50 79 58 53 61 3055 72
internal_value=0 -0.00113564 -0.000438387 -0.00122401 -0.031891 0.0161723 0.00337521 -0.000322333 -0.0209463 0.000455673 -0.000188276
internal_weight=0 3531 3483 3397 97 193 137 3300 120 3180 3127
internal_count=3724 3531 3483 3397 97 193 137 3300 120 3180 3127
is_linear=0
shrinkage=0.0995203


Tree=245
num_leaves=18
num_cat=0
split_feature=19 17 5 5 30 19 20 6 21 20 0 6 0 17 0 19 29
split_gain=3.35189 9.26171 10.4358 6.00939 4.34712 4.10262 3.95721 6.35623 7.35908 5.14711 6.11208 14.3419 9.19421 3.68409 3.25134 2.61031 1.75435
threshold=0.10713500000000002 -0.16855499999999998 -0.043449999999999996 -0.067559999999999995 0.10691500000000002 0.095150000000000026 0.053565000000000008 -0.23160999999999998 0.088010000000000019 0.0013750000000000004 -0.17809 -0.084184999999999996 -0.13752999999999999 0.50214000000000014 -0.096019999999999994 0.11804500000000002 -0.034615
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 5 6 9 -8 -9 10 11 -1 -12 15 -10 -3 -6
right_child=1 2 -4 -5 16 -7 7 8 14 -11 12 -13 -14 -15 -16 -17 -18
leaf_value=-0.01329055829471219 -0.050708162434399975 -0.034834375712634986 0.028529522191248192 -0.045883334854745481 0.035462051231352369 0.022669861430365219 0.043126313727286154 -0.029132456737777413 0.034468077586444518 -0.033063002126988351 -0.022714389362294123 0.047310027942402806 -0.00035895934224231999 0.013079344973457686 0.0026033903764035812 -0.0018060222093977669 0.008094797370809181
leaf_weight=74 47 46 76 47 47 78 51 50 54 50 196 81 2591 64 77 49 46
leaf_count=74 47 46 76 47 47 78 51 50 54 50 196 81 2591 64 77 49 46
internal_value=0 -0.00980601 -0.00298608 -0.0146172 0.000714605 0.000116707 -0.00042868 0.0120921 0.00334317 -0.00139982 -0.000861418 0.0183729 -0.00193143 -0.00536981 0.0157447 -0.0178073 0.0219344
internal_weight=0 329 282 206 3395 3302 3224 232 181 2992 2942 155 2787 159 131 95 93
internal_count=3724 329 282 206 3395 3302 3224 232 181 2992 2942 155 2787 159 131 95 93
is_linear=0
shrinkage=0.0995203


Tree=246
num_leaves=10
num_cat=0
split_feature=2 6 6 5 6 8 4 2 3
split_gain=3.76705 4.84105 3.80829 11.828 6.06854 5.55396 5.48334 20.7274 9.6978
threshold=0.50951500000000005 -0.52821499999999999 -0.42102499999999998 -0.46244499999999994 -0.26746999999999993 -0.52017999999999998 0.10990500000000002 -0.049174999999999996 0.014805000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 8 -8 -7
right_child=-2 2 4 -5 5 6 7 -9 -10
leaf_value=0.029230886889259695 -0.026045688143590734 0.012078672278499049 0.035132024167306812 -0.049189747928985526 -0.032417468329883264 -0.034729899747205889 0.071872864257857327 -0.00029978691630815004 0.00015663281928497653
leaf_weight=56 55 65 49 60 52 81 50 186 3070
leaf_count=56 55 65 49 60 52 81 50 186 3070
internal_value=0 0.00019407 -0.000255762 -0.0173236 0.000355667 -0.0001396 0.000355715 0.0149876 -0.000739905
internal_weight=0 3669 3613 125 3488 3439 3387 236 3151
internal_count=3724 3669 3613 125 3488 3439 3387 236 3151
is_linear=0
shrinkage=0.0995203


Tree=247
num_leaves=10
num_cat=0
split_feature=27 27 27 7 27 2 7 2 27
split_gain=3.54171 10.634 7.09891 10.5524 8.69022 5.97892 5.33955 6.58685 4.98951
threshold=0.095885000000000012 0.091025000000000009 0.085600000000000023 0.099030000000000021 1.0000000180025095e-35 -0.049174999999999996 0.020750000000000005 -0.16935999999999998 0.11129500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -2 7 -1 -7
right_child=5 -3 -4 -5 -6 8 -8 -9 -10
leaf_value=-0.024215293422210789 0.040351395194347571 -0.047414787840052833 0.027986993816230401 -0.046347311309458419 -0.030620795116690993 0.018027056269894093 0.026806846057424675 0.00079039295996132712 -0.020410938167983766
leaf_weight=108 56 48 86 50 91 79 75 3073 58
leaf_count=108 56 48 86 50 91 79 75 3073 58
internal_value=0 -0.000891745 -0.000250365 -0.000965476 -0.000287283 0.0129533 0.000560239 -5.83328e-05 0.00174806
internal_weight=0 3531 3483 3397 3347 193 3256 3181 137
internal_count=3724 3531 3483 3397 3347 193 3256 3181 137
is_linear=0
shrinkage=0.0995203


Tree=248
num_leaves=9
num_cat=0
split_feature=11 11 11 3 4 3 1 21
split_gain=3.14913 7.94876 5.26238 3.85063 5.56589 4.5091 6.00621 4.54902
threshold=-0.40069499999999997 -0.16269500000000001 -0.087979999999999989 0.15537500000000004 0.14154500000000006 0.12323500000000003 0.50996500000000011 0.10470500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -7
right_child=1 2 3 -5 -6 7 -8 -9
leaf_value=-0.02600578488473184 0.040011781927911806 -0.031470287770453409 -0.0014306632931867327 0.025334122186399782 -0.032620724971140734 0.001411795700732974 0.031741563534338206 0.027405683312634446
leaf_weight=46 49 53 3158 59 52 157 55 116
leaf_count=46 49 53 3158 59 52 157 55 116
internal_value=0 0.000194748 -0.000339559 0.00011891 -0.00030135 0.000180517 -0.000862567 0.0124598
internal_weight=0 3699 3650 3597 3538 3486 3213 273
internal_count=3745 3699 3650 3597 3538 3486 3213 273
is_linear=0
shrinkage=0.0995203


Tree=249
num_leaves=17
num_cat=0
split_feature=5 17 3 3 7 5 1 1 22 10 10 5 6 18 18 20
split_gain=3.49968 10.4128 10.6562 17.2842 10.3773 9.5495 7.52561 6.21284 5.99909 8.02529 8.77617 5.46404 4.50582 4.37307 5.1357 3.90544
threshold=0.19791500000000004 -0.41426000000000002 0.091975000000000015 0.12732500000000005 0.093110000000000012 0.26245000000000007 -0.37983499999999998 -0.52333999999999992 0.12223500000000002 0.086165000000000019 0.076235000000000011 0.0047850000000000011 -0.07990499999999999 -0.017129999999999996 -0.06656999999999999 -0.0083149999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 -3 -4 6 -2 7 -1 9 10 11 -8 -7 14 15 -14
right_child=1 2 3 -5 -6 12 8 -9 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=0.002980087049943559 -0.038768024931481807 0.0093020511706028361 -0.085088650395808069 -0.0027388066858755754 0.044461864309502074 0.032564413948465133 0.0019652274493686239 0.052620031526630917 -0.03186151966258309 0.034237984883098892 -0.038266759265950127 -0.010715350173923523 -0.0088194815737866975 -0.025563949283561954 0.036805725497140014 0.017466674257703488
leaf_weight=51 54 47 56 46 54 54 2417 49 59 67 60 391 157 50 46 87
leaf_count=51 54 47 56 46 54 54 2417 49 59 67 60 391 157 50 46 87
internal_value=0 -0.00710041 -0.029891 -0.0479585 0.00121045 0.000477667 0.00045531 0.0273119 -0.000441429 0.000189906 -0.000605214 0.000199229 0.0058586 0.00161468 0.00630347 0.000549688
internal_weight=0 597 149 102 3148 448 3094 100 2994 2935 2868 2808 394 340 290 244
internal_count=3745 597 149 102 3148 448 3094 100 2994 2935 2868 2808 394 340 290 244
is_linear=0
shrinkage=0.0995203


Tree=250
num_leaves=17
num_cat=0
split_feature=5 20 4 9 8 5 9 29 1 0 5 1 20 9 26 6
split_gain=2.83778 9.21163 7.87647 16.3182 9.56818 6.718 7.14033 5.96824 7.93118 8.99209 12.6876 7.36731 4.90465 4.13155 3.01964 1.93002
threshold=0.19791500000000004 0.020795000000000004 0.088435000000000027 0.092225000000000015 -0.041669999999999992 0.15627500000000003 -0.37999999999999995 0.10207000000000002 -0.37983499999999998 -0.061654999999999995 -0.074569999999999984 0.50996500000000011 -0.076664999999999997 0.089605000000000018 0.090715000000000032 -0.052844999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 12 6 -1 8 -8 11 -11 -10 14 -6 -2 -14
right_child=1 -3 3 -5 13 -7 7 -9 9 10 -12 -13 15 -15 -16 -17
leaf_value=0.038454636903652445 0.026668773578418611 -0.048683566285568282 -0.055626699046073674 0.0082840231749140084 0.042065214615461789 0.030518423219141017 0.034519548362986006 -0.030791884788593654 0.00029120278624757606 -0.00016010791165652598 -0.047878488566769371 0.029574276198410028 -0.0056796988353903484 0.0083337163127107892 -0.0059354218026690083 -0.030176533780366707
leaf_weight=48 49 47 74 85 72 75 66 62 2579 138 92 88 54 72 66 78
leaf_count=48 49 47 74 85 72 75 66 62 2579 138 92 88 54 72 66 78
internal_value=0 -0.00639377 -0.00277843 -0.0214554 0.00481449 0.00109001 0.00037151 -0.000232514 0.000406657 -0.000370228 -0.019251 0.00125773 -0.00706988 0.0252052 0.00794969 -0.0201613
internal_weight=0 597 550 159 391 3148 3073 3025 2963 2897 230 2667 247 144 115 132
internal_count=3745 597 550 159 391 3148 3073 3025 2963 2897 230 2667 247 144 115 132
is_linear=0
shrinkage=0.0995203


Tree=251
num_leaves=15
num_cat=0
split_feature=9 9 8 21 2 29 17 17 2 29 30 18 2 3
split_gain=2.97745 3.74367 3.76532 13.814 10.9522 10.7351 6.13917 10.2573 8.68612 4.98576 5.06532 4.31878 13.5603 5.12132
threshold=0.23438500000000004 0.12912500000000005 -0.012329999999999999 -0.079684999999999992 -0.157135 0.0035350000000000004 -0.16207999999999997 -0.41426000000000002 0.11804000000000002 1.0000000180025095e-35 0.091955000000000023 -0.0042299999999999994 -0.087944999999999995 0.083595000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -5 -8 11 -11 13 -13 -6
right_child=-2 -3 3 5 9 -7 8 -9 -10 10 -12 12 -14 -15
leaf_value=0.048288013518769213 -0.025256139749182425 0.022691479569838718 -0.049916456411343388 -0.0028374002219566895 0.031162557973808305 -0.043727374898086757 0.011568533714934654 -0.054797128899851409 -0.023130107648212439 0.044552433559294141 -0.00047382007186312099 -0.037963807055900474 -0.0010432748944907472 0.0025054287927320784
leaf_weight=49 46 72 65 207 65 58 478 46 84 51 48 108 1124 1244
leaf_count=49 46 72 65 207 65 58 478 46 84 51 48 108 1124 1244
internal_value=0 0.000220201 -0.000225654 -0.00565501 0.00166796 -0.00235855 0.000584492 -0.0122879 0.0063808 0.000802349 0.0227133 -5.10012e-05 -0.00428048 0.00392906
internal_weight=0 3699 3627 938 2689 873 815 253 562 2640 99 2541 1232 1309
internal_count=3745 3699 3627 938 2689 873 815 253 562 2640 99 2541 1232 1309
is_linear=0
shrinkage=0.0995203


Tree=252
num_leaves=12
num_cat=0
split_feature=2 0 1 17 0 2 24 11 11 3 27
split_gain=3.59761 7.83364 13.7078 14.2306 6.82057 5.10757 3.66205 4.67313 12.1174 7.24581 5.2064
threshold=-0.13535499999999998 -0.106285 -0.17548999999999998 -0.53166999999999998 -0.15137999999999999 -0.10934999999999999 0.08841000000000003 -0.38234499999999999 -0.090469999999999995 0.14823500000000003 0.10705500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -2 7 -7 -9 10 -10
right_child=5 2 -4 -5 -6 6 -8 8 9 -11 -12
leaf_value=0.010765010414134323 -0.027965340549388956 -0.005430647232029932 -0.030738638199594659 0.064353441388581553 0.059932430865516306 0.030341051243808162 -0.023586030410350452 -0.049651199941835332 0.00047496239639242718 0.029052842000272441 -0.030699566847840955
leaf_weight=67 66 78 89 46 48 51 64 48 3045 87 54
leaf_count=67 66 78 89 46 48 51 64 48 3045 87 54
internal_value=0 0.0103626 -0.000934599 0.0204504 0.0312942 -0.00054905 -8.50172e-06 0.000450599 -2.05196e-05 0.000726956 -6.79893e-05
internal_weight=0 328 213 124 115 3415 3349 3285 3234 3186 3099
internal_count=3743 328 213 124 115 3415 3349 3285 3234 3186 3099
is_linear=0
shrinkage=0.0995203


Tree=253
num_leaves=15
num_cat=0
split_feature=3 0 10 2 19 10 3 4 6 6 2 26 17 3
split_gain=3.08038 4.21862 6.4961 11.3705 16.1296 6.02803 7.52018 5.78315 11.9504 36.0189 6.59978 4.79571 9.12832 3.9302
threshold=0.18676500000000004 -0.036664999999999996 0.085705000000000017 -0.15544499999999997 0.072660000000000016 0.086165000000000019 0.0040650000000000009 0.080000000000000029 0.082725000000000021 -0.0072949999999999994 0.0066850000000000008 0.07987000000000001 -0.014289999999999999 0.092510000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 11 6 -1 10 9 -9 13 12 -5 -8
right_child=-2 2 -4 4 -6 -7 7 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.029318775742756927 -0.018362256082260033 0.057427520103986475 -0.014385244420958178 0.0089329983671329553 -0.041638502400346292 0.027421734896951929 -0.0023038426227663424 -0.002877259146521528 0.038045680560484574 -0.078868473626291943 0.034582262430005915 -0.0063385970219732839 0.053167729930780346 0.005832459011447676
leaf_weight=91 85 55 88 118 53 75 1493 402 47 73 59 58 76 970
leaf_count=91 85 55 88 118 53 75 1493 402 47 73 59 58 76 970
internal_value=0 0.000801824 0.00984857 0.0157747 0.0082608 -0.00046052 -0.00112782 -0.000284786 -0.00981975 -0.0145576 0.00168842 0.0187587 0.0262663 0.000900134
internal_weight=0 3658 448 360 305 3210 3135 3044 522 475 2522 252 194 2463
internal_count=3743 3658 448 360 305 3210 3135 3044 522 475 2522 252 194 2463
is_linear=0
shrinkage=0.0995203


Tree=254
num_leaves=17
num_cat=0
split_feature=3 11 21 3 8 18 1 1 2 2 3 17 3 3 18 17
split_gain=2.88843 3.97475 4.66681 3.37831 6.02161 10.3428 6.15601 5.52282 4.82078 11.1324 8.67853 4.8024 4.68264 8.05041 3.48256 3.0895
threshold=-0.13947499999999999 -0.100185 0.085190000000000016 0.089895000000000017 -0.092299999999999993 0.10361000000000002 0.04735000000000001 0.0047600000000000012 -0.13088999999999998 -0.10598499999999998 0.10089500000000003 0.03851000000000001 0.14940500000000004 0.14166500000000004 -1.0000000180025095e-35 -0.008454999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 11 6 7 -6 10 -10 -5 15 13 -11 -12 -3
right_child=1 3 -4 8 5 -7 -8 -9 9 12 14 -13 -14 -15 -16 -17
leaf_value=0.018146962027602291 -0.04201680419148978 0.0079123353893885071 0.0020852115914606895 0.054175697042930925 -0.0038610390375676978 -0.043577211604940207 0.027666909402285614 -0.038705685460538583 -0.046868475718280241 0.0028050875959269657 0.022599260616423839 -0.01181777506779081 0.025234433520931514 -0.035545987639306331 -0.0083678031936145134 0.035877331241928455
leaf_weight=88 48 82 47 49 1091 68 59 47 46 1695 66 60 87 56 79 75
leaf_count=88 48 82 47 49 1091 68 59 47 46 1695 66 60 87 56 79 75
internal_value=0 -9.88526e-05 -0.0201893 0.000437039 -0.00319293 -0.00582078 -0.0036752 -0.00530086 0.00302627 0.00148762 0.0179645 0.0121223 0.00269828 0.00157809 0.00572191 0.0212766
internal_weight=0 3655 95 3560 1482 1265 1197 1138 2078 1884 194 217 1838 1751 145 157
internal_count=3743 3655 95 3560 1482 1265 1197 1138 2078 1884 194 217 1838 1751 145 157
is_linear=0
shrinkage=0.0995203


Tree=255
num_leaves=16
num_cat=0
split_feature=11 12 6 6 6 0 3 12 26 17 18 0 6 18 18
split_gain=2.35907 5.22739 2.72943 15.7771 9.8411 9.0197 6.32954 22.1029 6.24387 4.95701 9.10709 4.50653 4.24459 4.04503 1.17625
threshold=0.099835000000000021 0.084370000000000014 0.016740000000000005 0.049085000000000011 0.082725000000000021 -0.103645 0.084235000000000018 -0.0034499999999999999 0.0054200000000000012 0.4839500000000001 0.22074500000000005 -0.068189999999999987 0.087075000000000027 0.11769500000000002 0.11061000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 8 7 11 -6 10 13 -1 -7 -8 -11
right_child=-2 -3 3 4 5 12 9 -9 -10 14 -12 -13 -14 -15 -16
leaf_value=-0.0085267192890954666 0.022695515041040483 -0.032959776242984122 0.056044747444632559 -0.043558827664573418 0.04658539965560967 0.013582327132089417 -0.0013458824572541279 -0.058160746038092542 0.00042160010529281641 0.011489403507056517 -0.044711736959024917 0.034386063415108713 -0.0018959907979026139 0.021538908698592096 0.031648876795302865
leaf_weight=50 46 47 55 46 76 211 1747 81 47 74 47 47 1042 80 47
leaf_count=50 46 47 55 46 76 211 1747 81 47 74 47 47 1042 80 47
internal_value=0 1.81517e-05 0.000443024 0.00374416 0.00172071 0.00323501 -0.0018004 -0.0197821 0.0289522 -0.000195611 -0.00145656 0.0122576 0.000709841 -0.000343363 0.0193267
internal_weight=0 3697 3650 1477 1422 1376 2173 178 123 1995 1874 97 1253 1827 121
internal_count=3743 3697 3650 1477 1422 1376 2173 178 123 1995 1874 97 1253 1827 121
is_linear=0
shrinkage=0.0995203


Tree=256
num_leaves=15
num_cat=0
split_feature=2 4 5 4 27 9 2 26 26 17 29 5 5 9
split_gain=2.80769 9.02291 10.8713 8.72556 17.6042 5.75422 5.84666 5.54134 8.0352 6.86661 4.69142 4.66329 3.93601 1.61232
threshold=0.14685000000000001 0.11905500000000004 -0.11930499999999999 0.12577000000000002 0.086690000000000031 0.14318500000000003 0.11804000000000002 0.40795000000000009 0.11444500000000003 0.39033000000000012 -0.070074999999999985 -0.073669999999999999 -0.0042299999999999994 -0.22988499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 13 5 -5 6 7 8 9 -1 -6 -2 -10 -3
right_child=1 2 -4 4 10 -7 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.00029829994143698959 -0.0083453607153492655 0.0085462027323241867 -0.059938801278068832 0.066450921671724464 0.016958266784088964 -0.035521056549124568 -0.0277344414297509 0.026423729103693925 -0.010907166454610177 0.015915105508789034 -0.025284390770561573 0.035745270302008837 -0.041938080491255442 -0.017797078162867571
leaf_weight=2624 48 46 57 59 60 46 74 80 172 287 46 47 53 46
leaf_count=2624 48 46 57 59 60 46 74 80 172 287 46 47 53 46
internal_value=0 -0.0105025 -0.0257856 0.000538786 0.0228789 -0.000565922 -7.69378e-05 0.000559206 -0.000100343 0.00129992 -0.00136573 0.0134593 -0.0182203 -0.00461654
internal_weight=0 244 149 3501 165 3336 3290 3216 3136 2911 106 95 225 92
internal_count=3745 244 149 3501 165 3336 3290 3216 3136 2911 106 95 225 92
is_linear=0
shrinkage=0.0995203


Tree=257
num_leaves=31
num_cat=0
split_feature=1 6 2 18 18 18 1 2 1 18 4 20 18 18 26 18 17 8 1 17 8 17 2 8 26 18 1 8 8 18
split_gain=2.37769 10.7785 28.6708 5.75453 7.15577 8.98171 6.88694 5.14775 8.07601 8.91131 13.1516 6.66773 6.02014 18.8451 6.71955 7.97151 4.9087 11.4794 4.52402 6.45638 4.08581 4.45348 3.97306 7.24476 5.44136 3.44768 2.75038 7.24409 2.03635 0.858961
threshold=-0.029404999999999997 -0.0079349999999999993 0.097745000000000012 0.11835500000000003 0.10189500000000003 0.092235000000000025 0.0047600000000000012 -0.078289999999999985 -0.50763499999999995 0.11570500000000002 0.10459000000000003 -0.08323499999999999 -0.0019149999999999998 0.0020050000000000003 0.082605000000000026 0.089020000000000016 1.0000000180025095e-35 -0.07106999999999998 -0.085739999999999997 -0.11045499999999998 -0.085289999999999991 -0.0082649999999999998 0.12185000000000003 -0.48834 0.087825000000000028 0.082540000000000016 -0.215865 -0.01187 -0.063559999999999992 -0.01264
decision_type=2 2 2 2 2 2 2 2 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 3 16 4 5 22 -5 11 -9 10 18 -1 20 -14 -15 -16 17 -3 19 -10 21 29 24 -24 -2 -20 -22 -28 -11 -13
right_child=1 2 -4 6 -6 -7 -8 8 9 28 -12 12 13 14 15 -17 -18 -19 25 -21 26 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.029378335468337177 0.0044266394333712057 -0.02122455252099734 -0.090027347760303578 0.002850749579924235 -0.035298597928326146 0.038428989613414656 0.051532098794436952 -0.019065515454396265 0.0055826038291550721 -0.020576452621851218 0.069787340270577439 0.012727781049966906 -0.070799660520059218 0.028790622118289106 0.012480771611301154 -0.021014342416486358 -0.023776375237010275 0.038971912614521147 0.0024355868496657353 0.05604897450080764 0.018952132463957407 0.041944512619277868 0.012543115615764308 -0.034985109311048014 -0.010121210898361857 0.026667277209487326 0.000281699419123494 -0.03669532632174783 0.0043942143246744701 -0.0047590252248326734
leaf_weight=65 882 67 49 77 59 58 46 87 47 73 47 68 49 50 103 222 87 59 238 54 56 47 50 87 358 77 418 60 58 47
leaf_count=65 882 67 49 77 59 58 46 87 47 73 47 68 49 50 103 222 87 59 238 54 56 47 50 87 358 77 418 60 58 47
internal_value=0 -0.00266161 -0.0213871 0.000371937 -0.00133103 6.49726e-05 0.0210635 0.00235365 0.00924909 0.0133976 0.019882 -0.00160835 -0.00340741 -0.0127559 -0.00516932 -0.0103964 -0.00559271 0.00695619 0.0142417 0.0325727 0.00228646 0.0161309 -0.00155035 -0.0176331 0.000225874 0.00836149 -0.00191201 -0.00435806 -0.00951449 0.00557388
internal_weight=0 1879 262 1617 1494 1435 123 1866 681 594 463 1185 1120 424 375 325 213 126 416 101 696 162 1377 137 1240 315 534 478 131 115
internal_count=3745 1879 262 1617 1494 1435 123 1866 681 594 463 1185 1120 424 375 325 213 126 416 101 696 162 1377 137 1240 315 534 478 131 115
is_linear=0
shrinkage=0.0995203


Tree=258
num_leaves=13
num_cat=0
split_feature=19 20 5 9 17 1 1 27 28 2 1 9
split_gain=2.24967 7.15967 15.4322 9.56998 6.81664 3.95787 4.40381 5.41541 4.90267 4.34714 5.62499 5.04615
threshold=0.11174500000000002 -0.011659999999999998 -0.073669999999999999 0.089150000000000021 0.4839500000000001 -0.53140500000000002 -0.50954999999999984 -0.095019999999999993 0.082705000000000015 -0.19220999999999999 -0.215865 0.09586500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -5 -1 -7 -8 9 11 -11 -9
right_child=1 2 -4 4 -6 6 7 8 -10 10 -12 -13
leaf_value=0.023465668045524999 0.042906314521804864 0.013410907066198515 -0.061307421845717226 -0.034046013473127877 0.014226440377843168 -0.030538326086554265 0.034376394135114369 -0.042861078868935309 0.030610439657295711 0.021794467409509952 -0.00062915835148924103 3.9507108319235925e-05
leaf_weight=73 46 49 62 60 56 46 46 51 51 115 3032 58
leaf_count=73 46 49 62 60 56 46 46 51 51 115 3032 58
internal_value=0 -0.00884498 -0.0283163 0.00449143 -0.010735 0.000537624 4.49592e-05 0.000464778 -6.68215e-06 -0.000486502 0.000190003 -0.0200257
internal_weight=0 273 111 162 116 3472 3399 3353 3307 3256 3147 109
internal_count=3745 273 111 162 116 3472 3399 3353 3307 3256 3147 109
is_linear=0
shrinkage=0.0995203


Tree=259
num_leaves=13
num_cat=0
split_feature=3 2 0 8 1 2 17 3 3 9 2 17
split_gain=2.22837 3.13649 3.27577 15.586 8.74274 7.57462 9.13808 5.01151 5.77161 5.28154 5.30704 3.44282
threshold=-0.13947499999999999 0.50951500000000005 -0.014889999999999999 -0.08569499999999998 -0.51744999999999985 -0.097214999999999996 -0.11491499999999999 0.0040650000000000009 0.080495000000000025 0.14318500000000003 -0.15197999999999998 -0.42572499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 -5 11 -7 -2 -9 10 -10 -6
right_child=1 -3 3 4 5 6 -8 8 9 -11 -12 -13
leaf_value=0.015609543216938743 -0.031218800462016427 -0.026049463942257756 0.051743174870049174 -0.037768079528714305 0.0035160559370929082 -0.0049897996542479003 0.051489515116895937 0.033971510666990577 -0.024608140050393197 -0.033921887409350697 4.8552000487878217e-05 -0.031718658456300286
leaf_weight=87 54 47 68 53 66 53 61 47 89 48 3025 47
leaf_count=87 54 47 68 53 66 53 61 47 89 48 3025 47
internal_value=0 -0.000506095 -0.0001734 0.00900487 -0.00137152 0.00712276 0.0252244 -0.00115252 -0.000646316 -0.00116113 -0.000655889 -0.0111319
internal_weight=0 3658 3611 348 280 227 114 3263 3209 3162 3114 113
internal_count=3745 3658 3611 348 280 227 114 3263 3209 3162 3114 113
is_linear=0
shrinkage=0.0995203


Tree=260
num_leaves=12
num_cat=0
split_feature=18 21 39 2 4 8 27 21 4 7 5
split_gain=4.14516 5.56258 4.36673 4.37719 6.09636 7.10109 4.76476 3.81992 13.8447 5.01629 2.52418
threshold=0.18126000000000006 0.091085000000000013 1.0000000180025095e-35 0.35004500000000011 0.13528000000000004 -0.020084999999999999 -0.079769999999999994 -0.019084999999999998 0.085065000000000016 0.093110000000000012 -0.4345
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 8 -8 -9 -5
right_child=1 -3 -4 10 5 -7 7 9 -10 -11 -12
leaf_value=-0.025814172728427461 0.04123948924914022 -0.0016981073209687296 0.026155970437992958 -0.038013019774428926 -0.0025355898632090459 0.049460277808890382 0.0019905013955952822 0.00023608256527014182 -0.040363148390150566 0.031728082446140587 -0.0080670329648459375
leaf_weight=75 56 64 60 46 52 52 274 2831 106 51 71
leaf_count=75 56 64 60 46 52 52 274 2831 106 51 71
internal_value=0 0.0183326 -0.000468152 -0.000917356 -0.000273454 0.0234545 -0.0010132 -0.000442722 -0.00982179 0.000793651 -0.0198477
internal_weight=0 120 3618 3558 3441 104 3337 3262 380 2882 117
internal_count=3738 120 3618 3558 3441 104 3337 3262 380 2882 117
is_linear=0
shrinkage=0.0995203


Tree=261
num_leaves=15
num_cat=0
split_feature=18 20 20 7 17 8 8 2 2 1 3 2 17 9
split_gain=3.36089 5.80908 5.37137 5.53536 5.03499 4.8412 4.58819 4.23463 9.41539 11.6473 7.47924 6.78818 4.35999 3.44116
threshold=0.18126000000000006 -0.079809999999999992 -0.14797999999999997 0.099030000000000021 0.51392000000000015 -0.074204999999999993 -0.01187 0.10166000000000001 0.25779000000000007 0.36766000000000004 0.15537500000000004 0.094050000000000022 0.39033000000000012 0.08648500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 7 -6 13 11 9 -9 -10 12 -4 -1
right_child=1 -3 3 -5 5 -7 -8 8 10 -11 -12 -13 -14 -15
leaf_value=0.014466031927216733 0.041548000440505987 -0.0026291309679572169 0.00016837948278448486 -0.031179733990971095 -0.0032091432068704464 -0.043959209339620171 -0.038457453424934472 0.047624891497507649 -0.017383714534075927 -0.0043440511047397002 0.029549636171950406 -0.032417155184621828 0.016787315224552575 -0.021494857088788073
leaf_weight=49 52 68 2692 54 75 47 65 112 125 69 46 61 166 57
leaf_count=49 52 68 2692 54 75 47 65 112 125 69 46 61 166 57
internal_value=0 0.0165075 -0.000421539 0.000432307 0.000935658 -0.0189147 -0.0176381 0.00167627 0.0119879 0.027809 -0.00475358 0.00043252 0.00113394 -0.00486371
internal_weight=0 120 3618 3447 3393 122 171 3271 352 181 171 2919 2858 106
internal_count=3738 120 3618 3447 3393 122 171 3271 352 181 171 2919 2858 106
is_linear=0
shrinkage=0.0995203


Tree=262
num_leaves=10
num_cat=0
split_feature=1 2 0 0 7 2 0 0 7
split_gain=2.97281 3.03661 8.02037 10.201 4.74409 4.69304 4.19513 6.43093 5.39779
threshold=-0.53140500000000002 0.25779000000000007 -0.040384999999999997 -0.13752999999999999 -0.14493999999999999 0.12875500000000004 -0.23998999999999998 -0.225295 0.095885000000000026
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 -6 -8 -9
right_child=1 2 -4 -5 5 -7 7 8 -10
leaf_value=0.019210109432929286 0.031425452282058147 -0.027130021176374457 -0.047738501789898413 0.0275971397232809 0.027942677851601989 0.023012656002393338 -0.03072899204136053 -0.0010335649067447392 0.027938894641518983
leaf_weight=79 48 69 48 66 50 85 71 3157 65
leaf_count=79 48 69 48 66 50 85 71 3157 65
internal_value=0 -0.00030266 -0.0127979 -0.000368456 0.000354936 -7.98849e-05 -0.000667287 -0.00110194 -0.000448826
internal_weight=0 3659 183 135 3476 3428 3343 3293 3222
internal_count=3738 3659 183 135 3476 3428 3343 3293 3222
is_linear=0
shrinkage=0.0995203


Tree=263
num_leaves=11
num_cat=0
split_feature=27 27 11 4 3 4 6 8 2 3
split_gain=2.95114 7.07458 3.6192 3.38825 14.6754 8.91695 8.66291 5.83759 10.1906 3.94697
threshold=0.11129500000000002 0.10153000000000002 -0.100185 0.12577000000000002 0.14166500000000004 0.11874000000000003 -0.42102499999999998 -0.11061499999999999 0.11804000000000002 0.11387500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 7 -5 9 -9 -4
right_child=-2 -3 3 4 -6 -7 -8 8 -10 -11
leaf_value=-0.020966450795361809 -0.01823277145213989 0.034707612521212371 0.023609676839294973 0.0031599117424083042 -0.022616544791429043 -0.042012170031718046 0.057104069775296994 2.0319369694354882e-05 -0.039517246580563957 -0.0046520340304676095
leaf_weight=80 85 59 168 51 71 50 70 2969 66 69
leaf_count=80 85 59 168 51 71 50 70 2969 66 69
internal_value=0 0.000525403 -3.55136e-05 0.000440769 0.0132951 -0.000301922 0.0343741 0.00033521 -0.000839207 0.0153781
internal_weight=0 3653 3594 3514 192 3322 121 3272 3035 237
internal_count=3738 3653 3594 3514 192 3322 121 3272 3035 237
is_linear=0
shrinkage=0.0995203


Tree=264
num_leaves=16
num_cat=0
split_feature=19 20 5 27 5 17 5 5 18 20 27 17 3 4 19
split_gain=3.03535 9.28829 9.23892 4.16003 3.93397 3.24077 3.0795 8.36688 7.18546 7.57287 6.13449 6.23434 15.3309 4.8228 2.3032
threshold=0.11174500000000002 -0.011659999999999998 -0.073669999999999999 -0.095019999999999993 -0.015214999999999999 -0.56368999999999991 1.0000000180025095e-35 -0.0024199999999999998 0.13474500000000003 -0.14946999999999996 0.085370000000000015 -1.0000000180025095e-35 0.098755000000000023 0.11230000000000002 0.12403500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 -1 14 -5 7 8 9 -7 11 13 -13 -8 -2
right_child=1 2 -4 5 -6 6 10 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=0.02905252697145554 0.0096081179266681322 0.00042600413838443044 -0.058061484792951028 0.020598087891446879 0.027964833416233431 -0.030735576663675782 -0.0014841375022725438 0.03349458338753751 0.03864355763776673 0.00083283579102107143 -0.034988513484797139 0.0011042530715973564 -0.068625309034086548 0.03104478954780469 -0.019114408050421954
leaf_weight=50 52 47 62 75 50 78 758 79 48 2144 63 93 47 48 59
leaf_count=50 52 47 62 75 50 78 758 79 48 2144 63 93 47 48 59
internal_value=0 -0.0104001 -0.0328346 0.000553119 0.00478332 0.0001378 -0.000318932 0.00165603 0.000547628 -0.000274959 -0.00491754 -0.00291406 -0.0222991 0.000452055 -0.00565144
internal_weight=0 270 109 3483 161 3433 3358 2349 2270 2222 1009 946 140 806 111
internal_count=3753 270 109 3483 161 3433 3358 2349 2270 2222 1009 946 140 806 111
is_linear=0
shrinkage=0.0995203


Tree=265
num_leaves=25
num_cat=0
split_feature=3 17 20 4 4 29 4 26 3 4 29 1 4 4 4 4 1 5 22 3 4 3 3 26
split_gain=2.63777 8.58204 4.77972 6.4353 10.8143 12.9797 8.1718 7.23957 7.19552 6.39826 3.24438 4.83541 5.05815 9.50779 13.1677 12.7579 12.6594 8.21418 13.5502 14.0599 7.68755 5.37008 2.99423 2.49716
threshold=0.089895000000000017 0.4039100000000001 0.09327000000000002 0.08858000000000002 0.11995000000000003 -0.081055000000000002 0.08024000000000002 0.07987000000000001 0.085845000000000019 0.13699000000000003 -0.091704999999999995 0.51334500000000016 0.11474000000000002 0.094995000000000024 0.10477500000000002 0.09044000000000002 -0.14806999999999998 0.037395000000000005 0.083060000000000023 0.13547000000000003 0.081235000000000016 0.11025500000000002 0.084550000000000028 0.08358500000000002
decision_type=2 2 2 2 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 -5 7 22 -8 -6 -2 12 13 15 16 20 -15 18 19 -14 -12 -16 -1 -9
right_child=10 -3 -4 4 9 -7 8 23 -10 -11 11 -13 17 14 21 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.002795858478068073 -0.020209120925980199 -0.040541887879692512 -0.03211919458693021 0.005382610782684716 -0.035137813273025599 0.075925099285853864 -0.057174688283990298 -0.022218740484830066 -0.0064153840164870258 0.017346384358644346 0.004715173114511328 -0.02466966571332516 0.088844868771558325 -0.0099363923915754531 0.025204753826165622 0.056021978212445409 -0.072330422759798327 -0.020322467669328756 -0.012835455800820792 0.02008474686612121 -0.034613516286731781 -0.010741201963735805 0.034532059620017347 -0.0023553782773633228
leaf_weight=49 63 59 50 56 46 48 50 67 62 46 1412 62 46 71 69 47 59 46 59 82 51 102 74 977
leaf_count=49 63 59 50 56 46 48 50 67 62 46 1412 62 46 71 69 47 59 46 59 82 51 102 74 977
internal_value=0 -0.0032988 -0.00185739 -0.000831006 0.0159604 0.0379486 -0.00340485 -0.000939736 -0.0290831 -0.00888682 0.00204326 0.00270932 0.0035402 0.00176393 -0.0143863 0.00498382 -0.03826 0.0173428 0.0266124 0.0448018 0.00334362 0.00375852 0.0218958 -0.00363092
internal_weight=0 1584 1525 1475 196 104 1279 1167 112 92 2169 2106 2044 1811 301 1510 130 233 187 128 1463 171 123 1044
internal_count=3753 1584 1525 1475 196 104 1279 1167 112 92 2169 2106 2044 1811 301 1510 130 233 187 128 1463 171 123 1044
is_linear=0
shrinkage=0.0995203


Tree=266
num_leaves=15
num_cat=0
split_feature=5 6 11 9 2 4 2 5 4 29 27 4 5 5
split_gain=2.40999 2.40851 8.20791 6.88176 6.86631 6.91859 14.1743 18.8158 5.07621 5.06057 9.01848 4.74403 11.501 6.11405
threshold=-0.55105499999999996 -0.25061999999999995 -0.084384999999999988 -0.22988499999999998 0.25779000000000007 0.10990500000000002 -0.049174999999999996 -0.035924999999999999 0.11724500000000003 -0.085039999999999991 0.085370000000000015 0.13279000000000005 -0.46617999999999998 -0.44524499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 9 -7 -8 -6 -5 -11 12 -4 -13
right_child=1 3 11 4 8 6 7 -9 -10 10 -12 13 -14 -15
leaf_value=0.021512468352737957 -0.046426473975767123 0.03762596864080333 0.018612626368695328 0.02685901593941099 -0.004328575292170689 0.063282685360886382 0.042269074700357762 -0.036946488218036401 -0.049902849534549647 -0.00012702812571247713 -0.028300205519651914 -0.011942814663741001 -0.04732872409655111 0.037137426441451397
leaf_weight=50 49 48 50 65 50 52 57 62 47 2950 117 47 55 54
leaf_count=50 49 48 50 65 50 52 57 62 47 2950 117 47 55 54
internal_value=0 -0.000483537 -0.00981662 0.000206462 -0.000321573 0.000444601 0.0199378 0.000990223 -0.0264194 -0.000619419 -0.00120205 -0.00110447 -0.0159203 0.01429
internal_weight=0 3703 255 3448 3400 3303 171 119 97 3132 3067 206 105 101
internal_count=3753 3703 255 3448 3400 3303 171 119 97 3132 3067 206 105 101
is_linear=0
shrinkage=0.0995203


Tree=267
num_leaves=12
num_cat=0
split_feature=12 11 0 3 38 4 4 2 8 3 9
split_gain=2.41144 4.83428 13.6805 4.43592 11.2653 3.71282 2.98735 8.09881 11.6433 5.65376 5.616
threshold=0.094205000000000025 -0.14985499999999999 -0.057604999999999996 1.0000000180025095e-35 -0.07965499999999999 0.13849500000000003 0.11644500000000003 0.14685000000000001 -0.077074999999999991 0.14530500000000005 0.11741500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 9 8 -8 10 -5
right_child=-2 3 -4 5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.060317989687209778 -0.019962760578399158 0.0058042489664356257 -0.016015766120892855 0.00018603393110491276 -0.057177598342120835 -0.022312995463804598 -0.0035113956546231752 -0.017730683689303244 0.056051678253248097 0.031601870254375337 -0.023439411225796125
leaf_weight=47 60 70 46 3065 47 71 64 59 66 55 103
leaf_count=47 60 70 46 3065 47 71 64 59 66 55 103
internal_value=0 0.000149992 0.0225527 -0.000428518 -0.0194892 0.000211527 0.000680478 0.0128409 0.026722 -3.23689e-05 -0.000581833
internal_weight=0 3693 93 3600 117 3483 3412 189 130 3223 3168
internal_count=3753 3693 93 3600 117 3483 3412 189 130 3223 3168
is_linear=0
shrinkage=0.0995203


Tree=268
num_leaves=16
num_cat=0
split_feature=3 17 8 7 0 27 18 9 9 29 0 0 0 0 0
split_gain=2.68789 7.66619 8.94462 4.07468 15.2877 3.71571 5.43454 8.25956 6.4439 4.44009 3.35018 5.56569 8.56332 6.98046 11.5353
threshold=0.089895000000000017 0.41031000000000012 -0.15713999999999997 0.020750000000000005 -0.103645 0.085370000000000015 -0.16233499999999998 0.091615000000000016 0.089745000000000033 -0.080479999999999982 -0.23177499999999998 -0.19631499999999999 -0.15137999999999999 -0.142265 -0.13752999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -5 6 -4 8 -8 -7 -2 -12 -13 -14 -15
right_child=3 -3 5 4 -6 9 7 -9 -10 -11 11 12 13 14 -16
leaf_value=0.039285318854118956 -0.019195583727766547 -0.042118794943534044 -0.034668785799813535 0.063437706778855435 -0.014438846834121831 0.00038096639479808707 -0.00010648439616069446 0.037190061947066783 -0.036550027251125862 -0.043094704666071862 0.033759632186530573 -0.031470173320832295 0.033047798961480766 -0.043934036079823068 0.0036363173690658968
leaf_weight=53 69 46 46 48 52 46 1236 57 50 47 57 72 76 52 1733
leaf_count=53 69 46 46 48 52 46 1236 57 50 47 57 72 76 52 1733
internal_value=0 -0.00208611 -0.000885898 0.00331456 0.0229337 -0.00232307 -0.00103302 0.000118451 -0.00152406 -0.0215818 0.00236131 0.00310917 0.00220493 0.00350822 0.00225005
internal_weight=0 1581 1535 2159 100 1482 1389 1343 1286 93 2059 1990 1933 1861 1785
internal_count=3740 1581 1535 2159 100 1482 1389 1343 1286 93 2059 1990 1933 1861 1785
is_linear=0
shrinkage=0.0995203


Tree=269
num_leaves=12
num_cat=0
split_feature=36 6 13 18 6 19 3 3 2 9 9
split_gain=2.34906 4.89786 3.73438 2.65664 3.99836 2.77112 6.33491 11.2571 6.12562 5.7291 0.717584
threshold=0.092765000000000028 -0.48214499999999999 0.080720000000000028 0.18126000000000006 0.041585000000000011 0.12170000000000002 0.14721500000000004 0.18676500000000004 -0.037414999999999997 0.11741500000000002 0.09296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 9 -8 10 -3 -7
right_child=-2 2 -4 4 -6 8 7 -9 -10 -11 -12
leaf_value=0.028741703334965785 -0.019676957467528844 0.0010783811271326969 -0.023868987207658791 -0.0013999052281889171 0.035135999144688249 0.010394018876027934 0.048024043728785944 -0.010072202322306795 -0.042335561670870686 -0.024124716854790909 -0.0070872971380124428
leaf_weight=63 54 3078 60 63 56 47 75 59 47 92 46
leaf_count=63 54 3078 60 63 56 47 75 59 47 92 46
internal_value=0 0.00123072 0.000752107 0.00116695 0.0157866 0.000661562 0.00124289 0.0224382 -0.0130519 0.000346676 0.00173854
internal_weight=0 3686 3623 3563 119 3444 3304 134 140 3170 93
internal_count=3740 3686 3623 3563 119 3444 3304 134 140 3170 93
is_linear=0
shrinkage=0.0995203


Tree=270
num_leaves=10
num_cat=0
split_feature=26 29 29 25 2 1 12 8 20
split_gain=2.20607 2.35237 3.97554 2.86879 4.0205 5.96488 5.97083 5.8396 2.06256
threshold=0.40795000000000009 0.10207000000000002 0.0050600000000000011 0.083740000000000023 0.42989000000000011 0.50996500000000011 0.084370000000000014 -0.076554999999999998 -0.047859999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 -2
right_child=8 -3 -4 -5 -6 7 -8 -9 -10
leaf_value=0.00020018662281783844 0.030635356310070194 -0.016875026400851686 0.025597536792584686 0.020174894663994206 -0.025790618912846307 5.3045132062411419e-05 -0.034120183921342674 0.047010437119916947 0.00097293894472022936
leaf_weight=3222 47 76 63 71 59 52 51 53 46
leaf_count=3222 47 76 63 71 59 52 51 53 46
internal_value=0 0.000449936 0.000818885 0.000373653 -3.51546e-05 0.000414447 -0.000334345 0.0237632 0.0159724
internal_weight=0 3647 3571 3508 3437 3378 3273 105 93
internal_count=3740 3647 3571 3508 3437 3378 3273 105 93
is_linear=0
shrinkage=0.0995203


Tree=271
num_leaves=20
num_cat=0
split_feature=9 21 0 3 1 18 9 8 18 4 21 10 10 27 3 1 0 2 2
split_gain=2.16317 4.8908 8.59974 5.13957 9.24965 5.37296 4.44618 7.45467 5.56874 14.3588 7.71812 5.47092 12.2166 4.82418 3.71703 3.50137 2.88751 2.73623 2.51429
threshold=0.091750000000000012 -0.065729999999999997 -0.106285 0.14530500000000005 0.058455000000000014 0.098840000000000025 0.089855000000000032 -0.022279999999999998 -0.15202999999999997 0.07665000000000001 -0.091649999999999995 0.080380000000000021 0.055760000000000011 -0.079769999999999994 0.10244500000000002 -0.080689999999999998 -0.08269 -0.081734999999999988 -0.077354999999999993
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 15 8 17 9 -1 -10 12 13 -12 -6 -4 -7 -8 -19
right_child=1 2 3 -5 14 16 7 -9 10 -11 11 -13 -14 -15 -16 -17 -18 18 -20
leaf_value=0.0098628339910603827 -0.022560436065284819 0.038238240005484619 0.023932604699428279 0.033962126553486398 -0.0031450248561005699 0.016333044291201661 0.01407454376249506 -0.049112362827872444 0.034526158003213334 -0.059824551883566231 -0.031796168515032551 -0.033476484374994092 0.050854154933332847 0.0007894045674431251 -0.033965989050515746 0.0064918659743699236 -0.011368140183379104 -0.030294741416292122 -0.00032653490704452528
leaf_weight=67 63 76 163 52 70 46 53 48 68 52 46 46 48 2066 87 380 196 49 64
leaf_count=67 63 76 163 52 70 46 53 48 68 52 46 46 48 2066 87 380 196 49 64
internal_value=0 0.0043837 0.00597089 0.00350295 0.00182068 0.00623173 -0.000824591 -0.0145682 0.000404128 -0.0205819 0.0015027 0.000484383 0.001208 7.92926e-05 -0.0202294 0.0117288 -0.00609924 -0.00457464 -0.0133288
internal_weight=0 1133 1070 994 942 785 2607 214 2393 119 2274 2206 2160 2112 157 543 242 166 113
internal_count=3740 1133 1070 994 942 785 2607 214 2393 119 2274 2206 2160 2112 157 543 242 166 113
is_linear=0
shrinkage=0.0995203


Tree=272
num_leaves=15
num_cat=0
split_feature=0 9 21 9 9 3 0 17 0 11 11 3 3 9
split_gain=3.45031 20.6553 14.2682 10.9681 8.95735 8.5994 7.94889 7.74178 4.16934 5.0891 6.52596 9.05387 6.28622 0.437832
threshold=0.0083400000000000019 -0.087554999999999994 0.085190000000000016 0.095055000000000014 -0.14392999999999997 0.12992500000000004 0.12461500000000002 -0.11491499999999999 -0.014889999999999999 -0.16980999999999999 -0.088499999999999981 0.0040650000000000009 0.081225000000000019 0.098465000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 -1 7 -3 9 -6 -11 -12 -13 -5
right_child=1 2 -4 13 8 -7 -8 -9 -10 10 11 12 -14 -15
leaf_value=0.0038752827097901493 -0.071194107586560071 -0.018736769599827362 -0.045671105108733678 -0.023352495151940288 -0.031208795545849946 0.061624671243268703 0.054431317686763458 0.037213091685904427 0.028385527446481436 0.037692382032914439 -0.040088830817153011 0.035648276010471096 7.0396142168108444e-05 -0.0097972552512560467
leaf_weight=56 46 50 55 47 51 47 61 48 52 46 55 50 3029 48
leaf_count=56 46 50 55 47 51 47 61 48 52 46 55 50 3029 48
internal_value=0 -0.00897638 0.000283164 0.0102371 0.00133634 0.0302349 0.0262245 0.0086589 0.000429432 -2.02425e-05 0.000479694 -6.62428e-05 0.000648413 -0.0165122
internal_weight=0 355 309 254 3386 103 159 98 3283 3231 3180 3134 3079 95
internal_count=3741 355 309 254 3386 103 159 98 3283 3231 3180 3134 3079 95
is_linear=0
shrinkage=0.0995203


Tree=273
num_leaves=14
num_cat=0
split_feature=0 6 2 2 3 1 8 18 18 3 18 9 4
split_gain=2.79806 21.9863 8.20881 6.56935 6.27466 5.99919 5.8406 7.84527 6.58228 5.03423 4.10391 4.73833 3.83203
threshold=0.0083400000000000019 -0.036009999999999993 0.42136500000000005 0.31852000000000008 -0.13947499999999999 -0.215865 0.097995000000000013 -0.013734999999999999 -0.11533 0.10174000000000002 0.13474500000000003 0.10199500000000002 0.095545000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 8 -3 -9 12 -12 -7
right_child=1 6 -4 -5 5 10 -8 9 -10 -11 11 -13 -14
leaf_value=0.036134933733378366 -0.071485377860614541 0.0095405045004186805 0.041641509756785627 -0.035561230630746087 0.035904875194432549 0.00067221609633320639 -0.025433666861941012 0.043634931709239266 -0.039970517022824496 0.005324842888264323 0.026003160449148209 -0.0080056651297399067 -0.0094172178011547175
leaf_weight=50 47 63 49 49 47 2573 63 68 46 68 121 61 436
leaf_count=50 47 63 49 49 47 2573 63 68 46 68 121 61 436
internal_value=0 -0.00808351 0.00120342 0.000609386 0.00114867 0.000608176 0.0015888 0.00854078 -0.0113466 0.0244859 8.80363e-05 0.0146001 -0.000789457
internal_weight=0 355 3386 3337 3288 3238 308 245 109 136 3191 182 3009
internal_count=3741 355 3386 3337 3288 3238 308 245 109 136 3191 182 3009
is_linear=0
shrinkage=0.0995203


Tree=274
num_leaves=19
num_cat=0
split_feature=21 5 5 17 1 17 27 5 17 17 5 8 5 5 18 8 17 2
split_gain=2.63141 2.88515 16.566 7.48885 6.43941 4.58151 4.68548 6.06861 6.09054 4.86175 7.93143 4.6518 4.11676 3.87474 5.08066 2.96235 2.1542 0.639943
threshold=0.15159000000000003 0.18340500000000004 0.26245000000000007 -0.41426000000000002 -0.40145499999999995 -0.30645999999999995 0.085600000000000023 0.064585000000000017 -0.092124999999999999 -0.080579999999999999 -0.39954499999999998 -0.087444999999999995 0.23560500000000004 0.51524500000000006 -0.26631499999999997 -0.07106999999999998 -0.56137499999999996 -0.085089999999999985
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 13 -1 -6 7 11 -9 -8 -11 -7 -3 14 -4 -16 -15 -18
right_child=-2 2 3 -5 5 6 9 8 -10 10 -12 -13 -14 16 15 -17 17 -19
leaf_value=0.030321591388337194 -0.016617324494967077 -0.023637566517434611 0.038427826660135556 -0.025786529349149576 0.025137857580905455 -0.0066017075006688554 0.039455886688472573 2.0786361421115608e-05 -0.04933376890578723 0.019072115669038946 -0.022410194832242589 0.0028524636723276306 -0.063782114867461742 0.01163672911239769 0.021073791131172089 -0.0052823249379211771 -0.0053488659472266994 -0.02163192770280354
leaf_weight=77 89 55 69 79 77 715 55 49 50 148 66 1847 47 51 76 95 47 49
leaf_count=77 89 55 69 79 77 715 55 49 50 148 66 1847 47 51 76 95 47 49
internal_value=0 0.000702163 -0.00581546 0.00213444 0.00190282 0.00117483 0.000544806 -0.000720246 -0.0248975 0.013062 0.00627468 0.000213685 -0.0421436 0.00783618 0.0156305 0.00642672 -0.0048836 -0.0136685
internal_weight=0 3652 568 466 3084 3007 2930 2661 99 269 214 2562 102 387 240 171 147 96
internal_count=3741 3652 568 466 3084 3007 2930 2661 99 269 214 2562 102 387 240 171 147 96
is_linear=0
shrinkage=0.0995203


Tree=275
num_leaves=9
num_cat=0
split_feature=11 11 11 21 0 3 1 10
split_gain=2.5898 4.61409 4.45941 3.10961 5.57368 2.71237 6.68682 4.7414
threshold=-0.40069499999999997 -0.16269500000000001 -0.087979999999999989 0.15159000000000003 -0.25289499999999993 0.097880000000000023 -0.50597999999999999 0.080380000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 7 -7 -6
right_child=1 2 3 -5 5 6 -8 -9
leaf_value=-0.022952589313942274 0.030583537592002032 -0.028512334979706132 0.032722400676124148 -0.019483620532477031 -0.0022727027372698855 -0.031177405224043501 0.0060250343751949769 0.024214759492325409
leaf_weight=47 50 53 54 75 2232 50 1111 69
leaf_count=47 50 53 54 75 2232 50 1111 69
internal_value=0 0.000556587 0.000144356 0.000567532 0.000995478 0.000500367 0.00442216 -0.00147807
internal_weight=0 3694 3644 3591 3516 3462 1161 2301
internal_count=3741 3694 3644 3591 3516 3462 1161 2301
is_linear=0
shrinkage=0.0995203


Tree=276
num_leaves=14
num_cat=0
split_feature=39 12 2 4 18 9 8 3 4 26 3 0 2
split_gain=3.99173 7.40975 3.13068 2.97292 11.1185 6.45586 8.66582 7.50082 5.59258 8.61906 7.73544 5.11803 9.45219
threshold=1.0000000180025095e-35 -0.0091799999999999989 0.40115000000000006 0.10515500000000001 -0.064454999999999998 0.093535000000000021 0.10228000000000002 0.14166500000000004 0.07665000000000001 1.0000000180025095e-35 0.094970000000000013 -0.13955999999999999 0.013900000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 7 -7 -6 11 10 -10 -3 -13
right_child=-2 2 -4 4 5 6 -8 -9 9 -11 -12 12 -14
leaf_value=-0.041010498958352098 0.02414529910386326 0.031849251159254709 -0.019043104222220431 0.049486889317909663 0.016693489633710031 -0.051052090800338588 0.0093833342749119093 -0.018184926420225858 0.0082576366085905326 -0.039566591905576064 -0.020205843538104413 0.00052734742448445329 -0.044518964667273189
leaf_weight=46 62 50 91 54 248 48 46 81 203 88 177 2508 47
leaf_count=46 62 50 91 54 248 48 46 81 203 88 177 2508 47
internal_value=0 -0.00131769 -0.000815988 -0.000348527 0.00696107 0.0015303 -0.0214686 0.00810391 -0.00148341 -0.0115 -0.0049982 0.0003158 -0.000300974
internal_weight=0 3687 3641 3550 477 423 94 329 3073 468 380 2605 2555
internal_count=3749 3687 3641 3550 477 423 94 329 3073 468 380 2605 2555
is_linear=0
shrinkage=0.0995203


Tree=277
num_leaves=11
num_cat=0
split_feature=39 2 38 29 17 27 8 2 7 4
split_gain=3.23676 4.88587 3.40384 3.86154 11.888 4.43985 14.125 7.42128 4.23282 5.1883
threshold=1.0000000180025095e-35 0.50951500000000005 -0.051829999999999994 -0.082564999999999986 -0.079754999999999993 1.0000000180025095e-35 -0.07106999999999998 -0.154305 -0.074334999999999998 0.11644500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 8 7 -7 -5 -10
right_child=-2 -3 3 5 -6 6 -8 -9 9 -11
leaf_value=-0.0240858882250083 0.021742352932486924 -0.033069116447516624 0.056153198850709574 -0.028329770420547851 -0.0083641811803124976 0.027301090059995193 -0.062676753665995552 -0.012871374738227278 -0.00036399744755447549 0.01814566608565964
leaf_weight=61 62 47 47 51 71 60 47 189 2956 158
leaf_count=61 62 47 47 51 71 60 47 189 2956 158
internal_value=0 -0.00118655 -0.000774655 -0.000377113 0.0173265 -0.00098094 -0.0126366 -0.00318797 0.000108873 0.000574894
internal_weight=0 3687 3640 3579 118 3461 296 249 3165 3114
internal_count=3749 3687 3640 3579 118 3461 296 249 3165 3114
is_linear=0
shrinkage=0.0995203


Tree=278
num_leaves=9
num_cat=0
split_feature=3 4 9 3 3 9 26 9
split_gain=2.95367 3.67755 4.72609 4.79247 5.30223 5.10985 12.5761 3.13222
threshold=-0.13947499999999999 0.14754500000000006 -0.22988499999999998 0.16149500000000003 0.14721500000000004 0.11741500000000002 0.15222000000000005 -0.093949999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 -4
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=0.017186052999291074 0.029384456723819351 -0.022402233531445218 -0.016168656946374989 -0.027099421417511114 0.03092805567193975 -0.04275926928431574 0.021700038888873056 0.00027857929537400265
leaf_weight=89 51 79 119 69 52 86 46 3158
leaf_count=89 51 79 119 69 52 86 46 3158
internal_value=0 -0.00116267 -0.000693876 -0.00112867 -0.000610666 -0.00109199 -0.02029 -0.000318431
internal_weight=0 3660 3581 3530 3461 3409 132 3277
internal_count=3749 3660 3581 3530 3461 3409 132 3277
is_linear=0
shrinkage=0.0995203


Tree=279
num_leaves=8
num_cat=0
split_feature=2 12 12 3 3 3 2
split_gain=2.58305 3.84412 3.19901 3.6815 10.7961 3.63423 4.1276
threshold=0.50951500000000005 -0.079920000000000005 0.094205000000000025 -0.025279999999999997 0.014805000000000004 0.081225000000000019 -0.093109999999999984
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=0.026270520459393574 -0.022263501639372248 0.024488321205581406 -0.025983020431483404 -0.048687947087628539 0.027036874366921586 -0.0089661553105585268 0.00087193925221851437
leaf_weight=53 54 58 49 46 48 493 2948
leaf_count=53 54 58 49 46 48 493 2948
internal_value=0 -0.000338453 -0.000725904 -0.000381228 -0.000789504 -0.000157761 -0.000537349
internal_weight=0 3695 3642 3593 3535 3489 3441
internal_count=3749 3695 3642 3593 3535 3489 3441
is_linear=0
shrinkage=0.0995203


Tree=280
num_leaves=24
num_cat=0
split_feature=9 26 0 0 28 29 26 4 3 0 1 26 6 2 17 10 21 17 17 0 0 27 4
split_gain=2.40712 8.4592 11.8518 11.6928 5.67013 4.61581 3.78767 10.2154 6.02874 9.77355 5.4774 5.24327 5.0886 11.5775 7.39003 7.6022 7.32206 7.14475 14.8788 11.6237 3.82303 3.4413 2.82181
threshold=-0.063329999999999984 1.0000000180025095e-35 0.042275000000000014 -0.13056499999999996 0.078705000000000011 -0.081055000000000002 0.086645000000000014 0.077845000000000025 0.094185000000000033 -0.097734999999999989 -0.079250000000000001 0.099855000000000013 -0.011749999999999998 0.11392500000000001 -0.52615499999999993 0.072470000000000021 0.10198500000000002 0.0031350000000000006 0.10178500000000003 -0.096724999999999992 -0.076439999999999994 0.093560000000000018 0.11805500000000003
decision_type=2 2 2 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 -5 12 8 9 -8 -10 -12 14 17 -2 16 -16 19 -19 -14 -11 -7 -3
right_child=4 22 -4 5 -6 21 7 -9 10 20 11 -13 13 -15 15 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.026661081863117643 0.047686500001870608 0.015997833656715268 -0.046834970602661896 0.00032201963930057276 -0.031225624789342623 0.045071294662400133 0.037731989539708063 -0.037922486980373947 0.032406170136891239 -0.0064135156307194331 0.011951722497523133 -0.0076154631686573791 0.045244913551619248 -0.038077686683886718 0.010446682789943772 0.044656122724508203 -0.01117879239999812 -0.06125906804933659 0.0067278721749464577 0.0015084044866478026 -0.026477680388337057 0.010641318141288793 0.050352740040872479
leaf_weight=71 46 46 46 71 58 77 47 80 70 780 291 254 68 80 537 49 218 51 85 524 107 46 49
leaf_count=71 46 46 46 71 58 77 47 80 70 780 291 254 68 80 537 49 218 51 85 524 107 46 49
internal_value=0 0.00773481 -0.000202107 0.00788957 -0.000379767 0.0205386 0.000164268 -0.0032437 -0.00145215 -0.00649063 0.00619847 0.00283083 0.00351312 -0.00214092 0.00888876 0.00666796 0.00420142 0.00180705 -0.0187612 0.00653358 -0.00883481 0.0322017 0.0337264
internal_weight=0 406 311 265 3345 194 3287 1629 1549 934 615 545 1658 808 850 804 755 728 136 592 887 123 95
internal_count=3751 406 311 265 3345 194 3287 1629 1549 934 615 545 1658 808 850 804 755 728 136 592 887 123 95
is_linear=0
shrinkage=0.0995203


Tree=281
num_leaves=11
num_cat=0
split_feature=20 21 0 38 6 3 5 0 1 9
split_gain=2.04371 3.58983 5.25858 4.49544 5.25505 7.36636 6.90363 7.41356 6.39444 1.72671
threshold=-0.23803499999999997 -0.096850000000000006 -0.25289499999999993 -0.07965499999999999 -0.42102499999999998 0.12061000000000002 -0.19631499999999999 -0.22163999999999998 0.09692000000000002 0.087515000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 -4 5 -5 8 -8 -6 -1
right_child=1 2 3 4 6 -7 7 -9 -10 -11
leaf_value=0.028419778044366573 -0.024705474853625901 0.031582963219792544 0.023325410430600275 -0.039315542130659936 0.045658338960805997 0.0021549490598297815 -0.030502283023318762 -0.00033355832827384975 0.0079319852979358486 0.0015649430275561902
leaf_weight=47 57 53 80 81 53 89 83 2882 278 48
leaf_count=47 57 53 80 81 53 89 83 2882 278 48
internal_value=0 7.41054e-05 0.000466786 1.47888e-06 -0.000536633 -0.0175997 0.000343192 -0.00117836 0.0139752 0.0148596
internal_weight=0 3656 3599 3546 3466 170 3296 2965 331 95
internal_count=3751 3656 3599 3546 3466 170 3296 2965 331 95
is_linear=0
shrinkage=0.0995203


Tree=282
num_leaves=12
num_cat=0
split_feature=21 20 0 20 0 6 0 0 7 0 5
split_gain=2.11974 3.65779 4.25379 4.14092 18.3441 10.9955 10.5372 5.58547 4.40162 3.69901 2.5576
threshold=-0.091649999999999995 -0.224635 -0.25289499999999993 -0.076664999999999997 -0.225295 1.0000000180025095e-35 -0.14824999999999997 -0.17809 0.083320000000000019 -0.113275 -0.065999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 5 -5 6 -4 -6 -9 -8 -1
right_child=1 2 3 4 7 -7 9 8 -10 -11 -12
leaf_value=-0.0016822509563781877 -0.021329953794429472 0.028439819837178529 0.045317853787711936 -0.054480143659959068 0.033443537852952308 0.052486836840279175 -0.020803863547820201 -0.00051536409867828986 -0.026744715285810662 0.002580228266530071 0.028401424577375493
leaf_weight=54 78 53 55 64 47 48 75 2526 65 628 58
leaf_count=54 78 53 55 64 47 48 75 2526 65 628 58
internal_value=0 -1.06515e-05 0.000456096 3.30751e-05 -0.00183417 0.00629375 0.00336752 -0.000556622 -0.00117369 8.43159e-05 0.0138895
internal_weight=0 3639 3561 3508 2702 806 758 2638 2591 703 112
internal_count=3751 3639 3561 3508 2702 806 758 2638 2591 703 112
is_linear=0
shrinkage=0.0995203


Tree=283
num_leaves=12
num_cat=0
split_feature=20 21 0 38 6 23 6 5 0 0 9
split_gain=1.9808 3.29915 3.45944 3.56975 4.18853 6.24378 7.75662 5.85215 6.66728 4.82552 1.38757
threshold=-0.23803499999999997 -0.096850000000000006 -0.25289499999999993 -0.07965499999999999 -0.42102499999999998 -0.017849999999999998 -0.52821499999999999 -0.097345000000000001 -0.22163999999999998 -0.103645 0.087515000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 -4 5 -5 -7 9 -9 -6 -1
right_child=1 2 3 4 7 6 -8 8 -10 -11 -12
leaf_value=0.026707947336734691 -0.02376016737504125 0.025609484385789916 0.020778339388422582 0.0076305036206875815 0.018401036707962969 -0.0048883451696590157 -0.059836938026905033 -0.031940369218520975 -0.00082315434948349823 0.00012900700975213648 0.0026306852912911841
leaf_weight=47 57 53 80 68 292 53 49 70 2653 281 48
leaf_count=47 57 53 80 68 292 53 49 70 2653 281 48
internal_value=0 -4.50275e-06 0.000371506 -5.4809e-06 -0.000485436 -0.0157189 -0.0312933 0.000300024 -0.00162338 0.00944184 0.0145512
internal_weight=0 3656 3599 3546 3466 170 102 3296 2723 573 95
internal_count=3751 3656 3599 3546 3466 170 102 3296 2723 573 95
is_linear=0
shrinkage=0.0995203


Tree=284
num_leaves=16
num_cat=0
split_feature=3 0 21 21 6 27 6 5 0 3 9 20 27 0 5
split_gain=3.6903 2.50357 6.07054 18.0892 6.02024 10.2185 9.09898 5.30055 3.36828 7.41541 14.8598 13.7306 6.17931 6.00607 1.64685
threshold=-0.13947499999999999 -0.16969499999999998 -0.0092899999999999996 0.086155000000000023 -0.25061999999999995 0.096290000000000028 -0.14889499999999997 -0.46244499999999994 -0.10287 0.091405000000000028 0.084155000000000021 -0.037429999999999998 -0.038765000000000001 0.12461500000000002 -0.13803499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -6 -3 9 10 -8 -11 -10 -14 -5
right_child=1 4 3 14 6 -7 8 -9 12 11 -12 -13 13 -15 -16
leaf_value=0.019798837528156369 -0.015308788672134319 -0.01589447509775245 0.054208058038156877 -0.023790536754843019 0.030169004287884972 0.012808125312990313 -0.067390300158747751 -0.056611607798975026 -0.035931886158186578 -0.018110014820746166 0.0077504081049746733 0.028450264526579925 -0.00087047261270001535 0.022976557901195103 0.0025408082635750943
leaf_weight=85 74 66 78 47 91 66 57 61 48 181 48 96 2593 109 47
leaf_count=85 74 66 78 47 91 66 57 61 48 181 48 96 2593 109 47
internal_value=0 -0.0011765 0.0085196 0.0187761 -0.00187499 -0.0189482 -0.000852355 -0.035458 -0.00175394 -0.0105107 -0.0330325 -0.00197064 -0.000537244 9.12257e-05 -0.0106162
internal_weight=0 3662 246 172 3416 193 3223 127 3132 382 105 277 2750 2702 94
internal_count=3747 3662 246 172 3416 193 3223 127 3132 382 105 277 2750 2702 94
is_linear=0
shrinkage=0.0995203


Tree=285
num_leaves=18
num_cat=0
split_feature=3 17 3 17 3 4 8 0 5 0 0 3 18 20 18 18 6
split_gain=2.99234 2.33653 8.31126 11.6116 7.65883 15.4784 4.99774 4.62585 9.21956 7.08117 5.41115 11.6065 4.81192 5.15222 5.03278 4.57814 3.44568
threshold=-0.13947499999999999 0.011640000000000003 0.083255000000000023 0.033280000000000011 0.14166500000000004 0.091750000000000012 -0.44475499999999996 0.042275000000000014 0.27287000000000011 0.12084000000000002 -0.036664999999999996 0.10749000000000002 0.11769500000000002 -0.0096699999999999998 0.22074500000000005 -0.091869999999999993 -0.010459999999999999
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 16 -2 10 9 -9 12 -12 13 -8 -14 -10 -5
right_child=1 2 3 4 -6 -7 7 8 15 -11 11 -13 14 -15 -16 -17 -18
leaf_value=0.017828453243389983 0.024987232119077649 -0.044693953053759672 -0.048349142752228944 0.0063757039978201546 -0.03541105739674525 0.046448970034675248 -0.006753537038538017 -0.058023572105599254 0.027443865752625165 -0.0086116749689097126 0.051963029009380171 -0.010486983479146833 0.043145634568549501 0.0031339763251487592 -0.0012719832481456379 -0.014129175020351074 -0.0072796636680361303
leaf_weight=85 80 50 53 295 58 71 910 58 54 57 61 57 51 1224 50 51 482
leaf_count=85 80 50 53 295 58 71 910 58 54 57 61 57 51 1224 50 51 482
internal_value=0 -0.00105941 -0.00513573 -0.0030724 -0.000422859 0.00196924 0.000490605 -0.000270729 -0.0140712 -0.0335396 0.00101924 0.0217896 -7.69946e-05 -0.00108196 0.0211486 0.00724345 -0.00209414
internal_weight=0 3662 1009 959 906 848 2653 2573 220 115 2353 118 2235 2134 101 105 777
internal_count=3747 3662 1009 959 906 848 2653 2573 220 115 2353 118 2235 2134 101 105 777
is_linear=0
shrinkage=0.0995203


Tree=286
num_leaves=11
num_cat=0
split_feature=3 5 1 0 0 1 1 29 0 11
split_gain=2.42641 2.13545 3.41872 10.9215 2.89312 4.51578 4.48656 3.38412 6.78107 3.67488
threshold=-0.13947499999999999 -0.55105499999999996 0.51334500000000016 -0.087724999999999984 0.12461500000000002 -0.51253999999999988 -0.49367499999999997 0.0050600000000000011 -0.094389999999999988 -0.097540000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 -6 9 -9 -7
right_child=1 2 3 -5 6 7 -8 8 -10 -11
leaf_value=0.016054161406891917 0.020121662887339332 -0.025880498578977694 0.0091216658996050807 -0.055323266977989859 0.033649798512987314 -0.02754921391702712 -0.0056908363935913725 -0.0060219034678960157 0.041053267641846747 -0.00087437471685363019
leaf_weight=85 47 72 60 46 60 52 55 66 56 3148
leaf_count=85 47 72 60 46 60 52 55 66 56 3148
internal_value=0 -0.000954022 -0.00122826 -0.0188373 -0.000696094 -0.00122233 0.0148276 -0.00068765 0.0155797 -0.0013081
internal_weight=0 3662 3615 106 3509 3394 115 3322 122 3200
internal_count=3747 3662 3615 106 3509 3394 115 3322 122 3200
is_linear=0
shrinkage=0.0995203


Tree=287
num_leaves=8
num_cat=0
split_feature=10 3 27 7 7 36 6
split_gain=2.46816 4.58273 2.62501 3.9726 6.88402 3.57237 3.27027
threshold=0.09407500000000002 -0.13947499999999999 -0.079769999999999994 0.093110000000000012 0.079440000000000024 0.092765000000000028 -0.48214499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.02486156568249355 -0.020043530858552244 -0.018969739896339877 0.024288770989695865 0.027298237893086368 -0.038509710419666748 -0.027122347157250142 -0.00017763134475696918
leaf_weight=71 63 76 55 51 47 48 3336
leaf_count=71 63 76 55 51 47 48 3336
internal_value=0 -0.000177211 -0.000669481 -0.000276029 -0.000679675 -0.000162422 0.000218958
internal_weight=0 3684 3613 3537 3486 3439 3391
internal_count=3747 3684 3613 3537 3486 3439 3391
is_linear=0
shrinkage=0.0995203


Tree=288
num_leaves=16
num_cat=0
split_feature=4 4 8 2 27 29 4 30 5 20 20 6 20 27 4
split_gain=3.11401 6.59741 4.78572 9.39851 3.2004 9.45306 10.9361 4.24707 3.79997 6.42666 3.21561 13.2788 5.79996 4.19042 4.62734
threshold=0.13528000000000004 0.12988000000000002 -0.071344999999999992 0.41639000000000009 0.085600000000000023 -1.0000000180025095e-35 0.09044000000000002 0.08512500000000002 -0.50992999999999988 -0.048954999999999999 0.0033350000000000007 -0.050699999999999995 0.14849500000000004 -0.079769999999999994 0.08544000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 8 7 -7 -6 9 -1 13 12 -12 -10 -15
right_child=2 -3 -4 -5 5 6 -8 -9 10 -11 11 -13 -14 14 -16
leaf_value=-0.046749595659884305 -0.022236788125654466 -0.032360382975278615 0.033587395842854501 0.030291354717000785 -0.020181588105929106 0.00016717709354799144 0.066125647068182886 0.014458247083370972 -0.024769516057760187 -0.00026404917937510513 -0.0068507474640893207 -0.049412419022434796 0.033773857859026257 0.00045394557065091615 0.01244544837486568
leaf_weight=46 74 61 71 62 79 47 53 63 59 82 143 64 46 2424 367
leaf_count=46 74 61 71 62 79 47 53 63 59 82 143 64 46 2424 367
internal_value=0 8.46837e-05 0.0126437 0.00170385 0.000654787 0.0116936 0.0351334 -0.00480745 -0.000171764 -0.0169762 0.000521163 -0.010231 0.0030324 0.00147594 0.00203105
internal_weight=0 3534 207 136 3473 242 100 142 3231 128 3103 253 189 2850 2791
internal_count=3741 3534 207 136 3473 242 100 142 3231 128 3103 253 189 2850 2791
is_linear=0
shrinkage=0.0995203


Tree=289
num_leaves=11
num_cat=0
split_feature=9 8 9 10 8 27 9 28 0 0
split_gain=3.17124 2.66228 7.67382 6.30969 5.14183 6.11593 5.00201 4.35834 3.29338 2.02899
threshold=-0.37999999999999995 0.097995000000000013 0.099125000000000033 0.08821500000000003 0.090890000000000012 -0.079769999999999994 0.10814500000000002 1.0000000180025095e-35 0.076335000000000014 -0.027364999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 4 5 -2 -4 8 -7 -3
right_child=1 2 6 -5 -6 7 -8 -9 -10 -11
leaf_value=0.022492674849719691 -0.034903996824198501 -0.0158270217922938 0.031636549708405792 0.033032676793578956 0.032148895745439242 -0.0006019111500863599 -0.0084402574737040218 0.023760551216761214 0.018505346911633861 -0.041563621330692802
leaf_weight=65 49 68 51 60 50 3095 78 78 92 55
leaf_count=65 49 68 51 60 50 3095 78 78 92 55
internal_value=0 0.00031667 -0.00955529 0.00104347 0.000472667 -5.00211e-06 0.00739772 0.0005185 -5.00796e-05 -0.0273419
internal_weight=0 3676 252 3424 3364 3314 129 3265 3187 123
internal_count=3741 3676 252 3424 3364 3314 129 3265 3187 123
is_linear=0
shrinkage=0.0995203


Tree=290
num_leaves=16
num_cat=0
split_feature=7 20 21 18 21 20 20 21 2 9 7 1 20 4 26
split_gain=2.85989 3.37873 12.6128 5.6324 3.51829 6.61669 5.9496 5.13293 5.67277 9.11639 7.36719 5.38059 3.60042 3.36711 1.08904
threshold=-0.230575 0.0047950000000000015 0.085330000000000031 0.089505000000000015 -0.085369999999999988 -0.224635 -0.074329999999999993 -0.079279999999999989 -0.23128999999999997 0.095285000000000022 0.082845000000000016 -0.011714999999999998 -0.15398499999999998 0.090860000000000024 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 13 6 -6 12 11 9 -9 -10 -7 -2 14 -4
right_child=1 2 3 -5 5 7 -8 8 10 -11 -12 -13 -14 -15 -16
leaf_value=0.023586078320905726 0.022035703592145888 -0.04977783628127485 0.010211138574290657 -0.021447264817267955 -0.028737582429699073 0.0015657803739173208 0.040050648454924981 0.055274331301662739 0.0019400973323086277 -0.0045137671344126253 -0.028139445353839807 -0.046049457437322951 -0.013572579599080248 0.027610064403523774 -0.0099395921509028203
leaf_weight=53 49 62 49 81 75 48 61 50 2841 51 83 46 66 68 58
leaf_count=53 49 62 49 81 75 48 61 50 2841 51 83 46 66 68 58
internal_value=0 0.000302226 -0.00950353 0.000247215 0.00122776 0.000472662 0.0149264 0.00117532 0.00188725 0.0250762 0.00108599 -0.0217266 0.00159253 0.0102933 -0.000704036
internal_weight=0 3688 318 256 3370 3194 176 3119 3025 101 2924 94 115 175 107
internal_count=3741 3688 318 256 3370 3194 176 3119 3025 101 2924 94 115 175 107
is_linear=0
shrinkage=0.0995203


Tree=291
num_leaves=19
num_cat=0
split_feature=5 7 5 21 2 3 9 2 5 2 5 30 4 3 26 18 17 3
split_gain=2.88105 7.43398 7.32341 14.6394 6.58374 7.65743 5.72624 5.40276 7.67204 7.12922 18.2577 5.11469 6.90586 3.8217 4.91258 2.52061 2.49576 1.00695
threshold=0.19791500000000004 0.093110000000000012 0.26245000000000007 0.088120000000000018 -0.072024999999999992 0.11165000000000001 -0.37999999999999995 0.14685000000000001 -0.11065499999999999 0.10449500000000002 -0.50749999999999995 0.098380000000000009 0.13364000000000004 0.11492500000000001 0.092180000000000026 -0.046804999999999992 -0.52313499999999991 0.094970000000000013
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 13 17 -1 9 -9 11 -11 12 -8 15 -15 16 -4 -6
right_child=2 -3 4 -5 5 -7 7 8 -10 10 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.034523731606666497 -0.068680983216227759 0.038029246130585309 -0.019625499312835214 0.0050873822556003522 0.011788709331764676 -0.042353267819105082 0.00056327025727241165 0.0041982338113689538 -0.040667091833799199 -0.015486457412344952 0.064918169584435623 -0.025100819304292924 0.038267450038563279 0.04771120242221482 0.0038009680548713679 0.016991542420054181 0.0057950199440025387 -0.0088094588410087288
leaf_weight=50 50 55 75 57 47 68 2662 77 74 54 58 75 49 46 56 63 78 47
leaf_count=50 50 55 75 57 47 68 2662 77 74 54 58 75 49 46 56 63 78 47
internal_value=0 0.00176103 -0.00583216 -0.0293762 -0.000582094 -0.0169136 0.00111709 0.000568991 -0.0177833 0.00152552 0.0261444 0.000535524 0.00124506 0.00773514 0.0236117 0.000234104 -0.00666067 0.00148092
internal_weight=0 3154 587 107 480 162 3099 3049 151 2898 112 2786 2711 318 102 216 153 94
internal_count=3741 3154 587 107 480 162 3099 3049 151 2898 112 2786 2711 318 102 216 153 94
is_linear=0
shrinkage=0.0995203


Tree=292
num_leaves=10
num_cat=0
split_feature=27 27 10 28 3 5 0 0 3
split_gain=3.47145 2.47736 4.91769 4.16665 4.53802 6.97554 13.5273 5.8867 4.12427
threshold=-0.095019999999999993 -1.0000000180025095e-35 0.09407500000000002 1.0000000180025095e-35 0.14940500000000004 -0.40421499999999994 -0.027364999999999997 0.14315500000000003 0.14166500000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -7 8 -3
right_child=1 2 -4 -5 5 6 -8 -9 -10
leaf_value=0.024125743791492866 -0.021999621184062092 -0.0013173999781373033 -0.030058074517465186 0.025295735751420374 -0.012791298677698199 0.070549296056289734 -0.0053508301189915597 0.031641121173764344 -0.027867333420216338
leaf_weight=56 54 3265 55 63 51 47 46 53 59
leaf_count=56 54 3265 55 63 51 47 46 53 59
internal_value=0 -0.000839523 -0.000525298 -7.18601e-05 -0.000525986 0.0167756 0.0329985 -0.00126399 -0.0017889
internal_weight=0 3693 3639 3584 3521 144 93 3377 3324
internal_count=3749 3693 3639 3584 3521 144 93 3377 3324
is_linear=0
shrinkage=0.0995203


Tree=293
num_leaves=9
num_cat=0
split_feature=27 5 2 10 27 10 10 10
split_gain=2.81489 2.25245 2.95055 4.52786 5.84078 5.64482 8.29651 4.23667
threshold=-0.095019999999999993 0.6362850000000001 -0.23128999999999997 0.09407500000000002 -1.0000000180025095e-35 0.081365000000000021 0.07635500000000002 0.085705000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 6 -6 -2
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=0.02172474459535367 0.038483089214732258 -0.021951744895245599 -0.034624767963604648 -0.030970039284570941 2.6368849853724377e-05 0.027950905115938087 -0.039297173275063151 -0.0042155979150737743
leaf_weight=56 46 49 49 49 3330 70 54 46
leaf_count=56 46 49 49 49 3330 70 54 46
internal_value=0 -0.000756018 -0.000470779 -0.000926753 -0.000506273 -2.20148e-05 -0.000600893 0.0171249
internal_weight=0 3693 3644 3552 3503 3454 3384 92
internal_count=3749 3693 3644 3552 3503 3454 3384 92
is_linear=0
shrinkage=0.0995203


Tree=294
num_leaves=10
num_cat=0
split_feature=27 12 3 3 11 21 7 9 4
split_gain=2.28251 1.90366 4.25815 3.27507 13.6775 3.459 5.73352 4.74554 3.9736
threshold=-0.095019999999999993 0.098735000000000017 -0.13947499999999999 1.0000000180025095e-35 -0.085504999999999984 -0.091649999999999995 0.099030000000000021 0.085525000000000032 0.14996500000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 8 -5 -7
right_child=1 -3 3 5 -6 6 -8 -9 -10
leaf_value=0.019562694443602011 0.02871251180191825 -0.020800137956028319 0.017518170554271864 0.039954166298543557 -0.058034577954152629 -0.00077302332900751293 -0.033644733048061232 -0.004539672608001615 0.026953118505355023
leaf_weight=56 49 46 49 49 46 3304 52 46 52
leaf_count=56 49 46 49 49 46 3304 52 46 52
internal_value=0 -0.000680801 -0.000426809 -0.000823876 -0.0190567 -0.000329176 -0.000851536 0.0184012 -0.000343173
internal_weight=0 3693 3647 3598 95 3503 3408 95 3356
internal_count=3749 3693 3647 3598 95 3503 3408 95 3356
is_linear=0
shrinkage=0.0995203


Tree=295
num_leaves=14
num_cat=0
split_feature=4 1 3 4 26 3 10 6 5 3 11 4 4
split_gain=2.01974 7.64429 4.13852 3.52165 3.4333 8.70819 4.20822 3.61668 5.46692 3.04757 8.3521 4.68871 4.55065
threshold=0.13528000000000004 0.36766000000000004 0.13902500000000004 0.13146500000000003 -0.14224499999999998 0.088325000000000028 0.090150000000000022 -0.092434999999999989 0.012305000000000002 1.0000000180025095e-35 -0.085504999999999984 0.12205500000000002 0.095545000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 9 -7 -9 10 -6 12 -11
right_child=1 2 -4 -5 6 7 -8 8 -10 11 -12 -13 -14
leaf_value=0.049566637139878862 0.037821394318040158 0.016071594815330003 -0.017824138900880328 -0.027398471530899065 0.011415254342812667 0.024330974316553771 0.028251007557422707 -0.030471224481463326 0.013304463440832108 -0.00025034510667200013 -0.044303351708051109 0.029685918017793331 -0.012044015561556643
leaf_weight=47 64 62 84 49 50 46 47 57 56 2714 57 48 368
leaf_count=47 64 62 84 49 50 46 47 57 56 2714 57 48 368
internal_value=0 0.00914182 -0.00342445 -0.000903442 -0.000531214 0.0119314 -0.00131322 0.000801354 -0.00876984 -0.00174274 -0.018259 -0.00117786 -0.00165881
internal_weight=0 210 146 3539 3490 206 3284 159 113 3237 107 3130 3082
internal_count=3749 210 146 3539 3490 206 3284 159 113 3237 107 3130 3082
is_linear=0
shrinkage=0.0995203


Tree=296
num_leaves=15
num_cat=0
split_feature=0 11 5 18 4 4 4 4 3 9 3 3 27 29
split_gain=2.50156 13.1285 11.6747 14.0768 8.84681 5.98841 8.32655 5.66621 8.17197 5.216 4.98258 4.62913 5.06045 3.69111
threshold=0.0083400000000000019 -0.075149999999999981 0.25032500000000008 -0.034774999999999993 0.08167000000000002 0.15437000000000003 0.14257000000000006 0.12577000000000002 0.14721500000000004 0.11891000000000003 0.098225000000000021 0.14166500000000004 0.090085000000000026 -0.082294999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 10 6 7 8 9 13 -3 12 -9 -1
right_child=1 2 3 -5 -6 -7 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=0.021071408200517512 -0.054295307796974314 0.020630942944384643 0.0020340100255035326 -0.063949590845884516 0.044613757423196537 0.035445521573370393 -0.041050342328127515 0.048395904595461392 0.04010813881851253 -0.025438847042973486 -0.025687770027302326 -0.0070081211385059228 0.0049565477212939121 -0.0011416495885682725
leaf_weight=76 53 46 89 50 69 47 49 63 48 86 46 48 46 2946
leaf_count=76 53 46 89 50 69 47 49 63 48 86 46 48 46 2946
internal_value=0 -0.0086333 -0.000563604 -0.0216952 0.0176754 0.000167382 -0.000325555 0.000276527 -0.000641192 -0.00127079 -0.00251952 0.0187296 0.0300712 -0.000582744
internal_weight=0 353 300 139 161 3409 3362 3313 3156 3108 92 157 109 3022
internal_count=3762 353 300 139 161 3409 3362 3313 3156 3108 92 157 109 3022
is_linear=0
shrinkage=0.0995203


Tree=297
num_leaves=12
num_cat=0
split_feature=12 11 11 7 2 6 1 27 2 1 21
split_gain=2.79972 4.10543 6.59734 3.16175 3.10444 11.1156 6.54683 6.55438 5.57068 4.88242 4.41698
threshold=0.094205000000000025 -0.15367499999999998 -0.40069499999999997 -0.009689999999999999 -0.15197999999999998 -0.015744999999999999 -0.49837999999999999 0.07692000000000003 -0.14091999999999996 -0.51253999999999988 -0.10962999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7 -8 -6 -10 -11
right_child=-2 3 -4 4 8 6 7 -9 9 10 -12
leaf_value=-0.0061185837771273507 -0.021740054879070419 -0.01908854312672555 0.047168284131517101 -0.049587037745892543 0.033780176162206549 0.027980703628821862 -0.035699493580922621 0.013007412491091146 -0.024465843534458718 0.027792900840335904 7.3609954669387088e-05
leaf_weight=46 61 91 46 57 49 59 59 51 79 58 3106
leaf_count=46 61 91 46 57 49 59 59 51 79 58 3106
internal_value=0 -0.000243874 0.020516 -0.000773307 -0.000299314 -0.0115826 0.00123059 -0.0131098 0.000475051 -2.79197e-05 0.000581998
internal_weight=0 3701 92 3609 3518 226 169 110 3292 3243 3164
internal_count=3762 3701 92 3609 3518 226 169 110 3292 3243 3164
is_linear=0
shrinkage=0.0995203


Tree=298
num_leaves=14
num_cat=0
split_feature=12 11 11 1 3 19 3 5 3 6 29 0 6
split_gain=2.27019 3.32862 5.34985 3.10151 2.42195 6.15832 6.43527 15.2295 14.2012 3.51755 4.65021 10.3594 3.70875
threshold=0.094205000000000025 -0.15367499999999998 -0.40069499999999997 0.62198500000000012 0.12323500000000003 0.031160000000000004 0.13547000000000003 0.049800000000000011 0.14721500000000004 -0.42102499999999998 -0.078664999999999999 -0.10096999999999999 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 6 7 -6 -8 -3 11 -11 -12
right_child=-2 3 -4 -5 5 -7 8 -9 -10 10 12 -13 -14
leaf_value=-0.0055096611555797721 -0.019576479823748855 -0.025696698040796169 0.042474088222252543 -0.025064684062040508 0.068353419536192367 -0.019186840815816349 -0.024459916938573918 -0.0081542183593610266 0.033211146214377263 0.048877575516460534 -0.0048102770885728174 -0.0041042370917055288 0.0022124143297548621
leaf_weight=46 61 57 46 51 57 68 91 47 79 59 1639 96 1365
leaf_count=46 61 57 46 51 57 68 91 47 79 59 1639 96 1365
internal_value=0 -0.000219559 0.0184733 -0.000696302 -0.000346778 0.00761516 0.0142697 0.03377 0.00233535 -0.00119373 -0.000751348 0.0160578 -0.00161893
internal_weight=0 3701 92 3609 3558 342 274 104 170 3216 3159 155 3004
internal_count=3762 3701 92 3609 3558 342 274 104 170 3216 3159 155 3004
is_linear=0
shrinkage=0.0995203


Tree=299
num_leaves=11
num_cat=0
split_feature=39 2 5 3 3 4 21 3 26 9
split_gain=2.27044 3.32107 4.53874 2.75558 6.53392 5.17812 3.19316 2.95871 8.29001 3.53402
threshold=1.0000000180025095e-35 0.40115000000000006 -0.22999499999999998 0.15778000000000003 0.14721500000000004 0.13604000000000002 0.09266000000000002 0.014805000000000004 -0.08274999999999999 0.082335000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -5 8 -1 -9
right_child=-2 2 -4 6 -6 -7 -8 9 -10 -11
leaf_value=0.0082879547936685095 0.018562560986484299 0.0009065115170441508 -0.040783887596369035 0.00049384029916044593 0.036263966564304577 0.030240479759685402 -0.035086746473504814 0.0059159033867330416 -0.044135497356657706 -0.0019901180890685888
leaf_weight=64 61 56 48 52 49 54 48 717 56 2557
leaf_count=64 61 56 48 52 49 54 48 717 56 2557
internal_value=0 -0.000794693 -0.0183273 -0.000287544 0.000178025 -0.000334561 -0.0165767 -0.000821264 -0.0161695 -0.000258464
internal_weight=0 3701 104 3597 3497 3448 100 3394 120 3274
internal_count=3762 3701 104 3597 3497 3448 100 3394 120 3274
is_linear=0
shrinkage=0.0995203


Tree=300
num_leaves=17
num_cat=0
split_feature=26 26 1 1 5 20 20 21 4 6 4 17 5 20 4 4
split_gain=2.49235 8.18415 6.03401 6.04642 5.78747 8.94674 5.3962 4.28052 3.65044 3.62154 4.35097 11.8258 15.934 8.12955 5.02999 2.11174
threshold=-0.077514999999999987 -0.057034999999999995 -0.16272499999999998 0.0099250000000000015 -0.49053999999999998 -0.073314999999999991 -0.083135000000000001 0.15159000000000003 0.09717000000000002 0.18123500000000006 0.10777500000000002 0.12088500000000003 -0.073669999999999999 0.14121000000000003 0.095545000000000033 0.091430000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -6 8 9 -4 10 13 12 -12 14 -3 -8
right_child=1 7 3 4 5 -7 15 -9 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.035041137102842866 0.038247789345116245 0.00041931140038272107 0.005476892099269744 0.0058665114954100641 0.00381068554122481 -0.049606265445505685 0.011209699012840984 -0.028663101998978213 -0.029544429130248601 -0.026141579142166343 0.005116786554859535 -0.03147634676939854 0.056270733633563087 0.041538537957334296 -0.01799801025209451 0.035930052307391706
leaf_weight=63 58 2509 79 81 52 77 91 49 47 48 214 53 84 46 156 55
leaf_count=63 58 2509 79 81 52 77 91 49 47 48 214 53 84 46 156 55
internal_value=0 0.00120227 -0.00607551 -0.00228785 -0.0149748 -0.0280675 0.0075042 0.000521848 -0.00758013 0.000981938 0.0014074 0.0118333 0.0195388 5.72249e-05 -0.000658469 0.0205278
internal_weight=0 3217 545 482 210 129 272 3159 126 3110 3062 351 298 2711 2665 146
internal_count=3762 3217 545 482 210 129 272 3159 126 3110 3062 351 298 2711 2665 146
is_linear=0
shrinkage=0.0995203


Tree=301
num_leaves=11
num_cat=0
split_feature=3 8 9 30 4 4 0 2 9 17
split_gain=2.79102 2.17038 4.96941 3.22339 3.451 6.48761 4.06755 4.45202 2.21761 1.14666
threshold=-0.13947499999999999 0.099175000000000027 0.097200000000000022 0.10691500000000002 0.14450000000000005 0.13528000000000004 0.12461500000000002 -0.10934999999999999 0.11891000000000003 -0.24445500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 4 5 6 7 -2 -4 -3
right_child=1 2 8 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.017751054904627136 -0.015650695132843149 -0.038467097665142357 0.012483825761989318 0.021789596590723999 -0.022628585789094255 0.029693522013972594 0.021306756068608625 6.3221838260818909e-05 -0.014154031118074716 -0.016435546200881983
leaf_weight=87 190 46 84 68 66 73 84 2967 49 48
leaf_count=87 190 46 84 68 66 73 84 2967 49 48
internal_value=0 -0.000283791 -0.00970978 0.000336534 -9.48246e-05 0.0003537 -0.000306895 -0.000882241 0.00266372 -0.0272257
internal_weight=0 3675 227 3448 3380 3314 3241 3157 133 94
internal_count=3762 3675 227 3448 3380 3314 3241 3157 133 94
is_linear=0
shrinkage=0.0995203


Tree=302
num_leaves=13
num_cat=0
split_feature=11 6 11 9 36 1 4 18 4 4 0 0
split_gain=2.54001 2.91374 9.74614 6.36658 3.63661 6.40913 3.58619 14.1386 9.22579 2.95549 3.03785 1.88321
threshold=0.099835000000000021 -0.25061999999999995 -0.084384999999999988 -0.22988499999999998 0.084475000000000022 0.36766000000000004 0.10777500000000002 -0.032374999999999994 0.095545000000000033 0.11670500000000002 -0.073219999999999993 -0.20796499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 8 -8 -5 -4 -11 -7
right_child=-2 3 9 4 -6 11 7 -9 -10 10 -12 -13
leaf_value=-0.049389578281082452 0.023362236446428854 0.036936295771958325 -0.020052665268435597 0.00083713015417884098 0.022033399609358063 -0.012154494410099057 0.060968507596917715 -0.0019443628466966026 -0.023149939747191262 -0.0089324058324101625 0.021521681864504975 -0.039396618007330478
leaf_weight=51 46 47 53 2902 73 53 47 143 168 59 72 48
leaf_count=51 46 47 53 2902 73 53 47 143 168 59 72 48
internal_value=0 -0.000167673 -0.0108933 0.000556173 5.8012e-05 -0.000419044 0.000345651 0.013614 -0.000475251 -0.000218709 0.00779947 -0.0251094
internal_weight=0 3716 235 3481 3434 3361 3260 190 3070 184 131 101
internal_count=3762 3716 235 3481 3434 3361 3260 190 3070 184 131 101
is_linear=0
shrinkage=0.0995203


Tree=303
num_leaves=8
num_cat=0
split_feature=30 30 30 28 12 30 36
split_gain=1.88125 2.91918 3.8484 2.92829 4.55221 4.04006 3.05541
threshold=0.12577500000000003 0.10940500000000002 0.094680000000000028 0.078705000000000011 0.091760000000000022 0.089145000000000016 0.088355000000000031
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.00040334682614770234 -0.019467900103614363 0.024744606017486192 -0.024542122332791346 -0.018362555214359113 0.030707610526824306 0.028267142135775948 -0.024883326725194974
leaf_weight=3375 48 48 62 80 50 51 48
leaf_count=3375 48 48 62 80 50 51 48
internal_value=0 0.000361073 4.15891e-05 0.000464733 0.000892373 0.000463017 4.85177e-05
internal_weight=0 3714 3666 3604 3524 3474 3423
internal_count=3762 3714 3666 3604 3524 3474 3423
is_linear=0
shrinkage=0.0995203


Tree=304
num_leaves=8
num_cat=0
split_feature=7 7 10 0 20 26 20
split_gain=6.23371 5.5134 3.86073 4.38559 2.98651 3.24743 3.24782
threshold=-0.24176 -0.009689999999999999 0.09407500000000002 0.15834000000000004 0.24030500000000005 -0.236315 0.10252000000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.036860697576947266 -0.032179149913688761 0.02001482852955188 -0.024794031363581305 0.02755227346016019 -0.021410933895368599 -0.00018445351598947324 0.019188065139783182
leaf_weight=46 52 85 59 60 61 3295 88
leaf_count=46 52 85 59 60 61 3295 88
internal_value=0 -1.90782e-06 0.000456535 0.000871861 0.000418008 0.000802202 0.000319231
internal_weight=0 3700 3648 3589 3529 3468 3383
internal_count=3746 3700 3648 3589 3529 3468 3383
is_linear=0
shrinkage=0.0995203


Tree=305
num_leaves=13
num_cat=0
split_feature=7 7 13 3 17 3 2 1 2 30 5 6
split_gain=5.05469 4.47061 3.54836 3.30592 5.41364 3.02139 4.87699 12.9726 8.70377 4.6616 3.89402 3.50869
threshold=-0.24176 -0.009689999999999999 0.080720000000000028 -0.0043349999999999994 -0.022884999999999999 0.096775000000000014 0.094050000000000022 -0.073844999999999994 -0.0072299999999999994 0.091955000000000023 0.052820000000000013 -0.095814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 -8 -5 10 -7 -11
right_child=1 2 -4 5 -6 9 7 -9 -10 11 -12 -13
leaf_value=0.033192315910847606 -0.028976675938274556 -0.0028790038228072496 -0.021309222102334865 -0.0024917625416819352 0.043768909423693894 0.010212157159334521 0.01157391035763888 -0.062003148988306667 0.027068666316055884 -0.00036502806894056147 -0.0011411729420363129 -0.036654694902911268
leaf_weight=46 52 53 73 1918 46 756 49 46 104 62 495 46
leaf_count=46 52 53 73 1918 46 756 49 46 104 62 495 46
internal_value=0 -1.71801e-06 0.000411078 0.000854827 0.0187875 0.00034385 -0.00200674 -0.0240443 -0.000970939 0.00400611 0.00571918 -0.0158293
internal_weight=0 3700 3648 3575 99 3476 2117 95 2022 1359 1251 108
internal_count=3746 3700 3648 3575 99 3476 2117 95 2022 1359 1251 108
is_linear=0
shrinkage=0.0995203


Tree=306
num_leaves=8
num_cat=0
split_feature=7 7 10 0 20 20 38
split_gain=4.09869 3.62503 3.14413 3.52681 2.54732 2.61002 2.71068
threshold=-0.24176 -0.009689999999999999 0.09407500000000002 0.15834000000000004 0.24030500000000005 0.10252000000000001 -0.07965499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=0.029889010659106794 -0.026092911595795357 0.019081921623501093 -0.022416869182949505 0.024670859242258043 -0.019822204129303782 0.017324616380762679 -0.00017748743327225894
leaf_weight=46 52 74 59 60 61 91 3303
leaf_count=46 52 74 59 60 61 91 3303
internal_value=0 -1.61315e-06 0.000370078 0.000744904 0.000337883 0.000692723 0.000244301
internal_weight=0 3700 3648 3589 3529 3468 3377
internal_count=3746 3700 3648 3589 3529 3468 3377
is_linear=0
shrinkage=0.0995203


Tree=307
num_leaves=11
num_cat=0
split_feature=12 29 10 9 10 5 4 4 0 17
split_gain=3.77721 2.50008 2.27486 7.43439 4.36347 7.24371 4.73104 16.2865 5.69473 3.56289
threshold=-0.089259999999999992 0.12669500000000003 0.080705000000000013 0.09518500000000002 0.076235000000000011 -0.54623499999999992 0.08024000000000002 0.08544000000000003 -0.14028499999999997 -0.067015000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 8 -8 -7 -5
right_child=1 -3 3 9 -6 6 7 -9 -10 -11
leaf_value=0.027778704599145922 0.03733426451463831 -0.02309128455963267 0.03171215258302458 0.0086791645757736229 -0.027188065901419665 0.034483640059920745 -0.057615443934548247 -0.0031298674671665977 0.00089445256848731875 -0.026311481492482153
leaf_weight=49 51 46 91 68 59 51 59 688 2534 50
leaf_count=49 51 46 91 68 59 51 59 688 2534 50
internal_value=0 -3.47489e-05 0.000255523 0.0103369 -0.000356386 0.00011132 -0.000458174 -0.00743438 0.00155746 -0.00614045
internal_weight=0 3697 3651 209 3442 3383 3332 747 2585 118
internal_count=3746 3697 3651 209 3442 3383 3332 747 2585 118
is_linear=0
shrinkage=0.0995203


Tree=308
num_leaves=17
num_cat=0
split_feature=7 35 17 20 8 6 8 17 9 26 1 26 18 0 9 29
split_gain=4.14302 5.88623 2.79489 6.41193 8.47661 9.17301 4.08172 6.84242 4.94499 3.36011 15.1345 4.8237 4.59646 5.19915 4.28795 4.38105
threshold=-0.230575 1.0000000180025095e-35 0.016900000000000005 -0.13053999999999996 -0.0077949999999999998 -0.0048649999999999995 -0.088024999999999992 0.16421000000000005 0.083955000000000016 -0.077514999999999987 -0.16272499999999998 -0.054024999999999997 -0.120155 -0.106285 0.12372500000000002 0.0050600000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 6 -6 7 -5 -8 10 -2 -11 -12 -14 15 -13
right_child=1 -3 3 4 5 -7 8 -9 -10 11 12 14 13 -15 -16 -17
leaf_value=0.026618363717390008 -0.05541611440213904 -0.036033047446075418 0.027291834083967032 -0.029222973482594138 -0.0076097255542625693 -0.059213063498896525 0.028742144833079606 0.0047005554531240994 -0.0013603084525352493 0.032615941589536082 0.024589010919913824 0.0006792973683269341 -0.024916115578874597 0.0039387234389559791 0.029425628321580109 0.025004433233952274
leaf_weight=56 55 46 58 128 81 59 61 109 474 53 65 2092 88 208 56 76
leaf_count=56 55 46 58 128 81 59 61 109 474 53 65 2092 88 208 56 76
internal_value=0 -0.000654314 -0.000209804 -0.00479044 -0.00683166 -0.0293627 -0.00274466 -0.0136176 0.00207041 0.00143981 -0.00678401 0.00294263 0.000623053 -0.00463698 0.00223512 0.0015324
internal_weight=0 3709 3663 970 912 140 772 237 535 2693 416 2277 361 296 2224 2168
internal_count=3765 3709 3663 970 912 140 772 237 535 2693 416 2277 361 296 2224 2168
is_linear=0
shrinkage=0.0995203


Tree=309
num_leaves=13
num_cat=0
split_feature=7 22 8 0 4 4 0 7 22 22 27 6
split_gain=3.36114 2.03239 4.56249 3.68433 9.02906 7.03689 5.54953 5.32949 3.90819 5.26881 3.24506 3.21896
threshold=-0.15564499999999998 0.10427500000000002 -0.087844999999999993 -0.18357499999999999 0.10801000000000002 0.09044000000000002 -0.15034 0.032330000000000012 0.089225000000000013 0.082630000000000023 -0.079769999999999994 -0.13803499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 -5 9 10 -8 -4
right_child=1 2 11 6 -6 -7 8 -9 -10 -11 -12 -13
leaf_value=0.022756175976288293 0.019781248776837967 -0.036144992982429555 -0.016835705730598362 -0.04550249443026768 0.05185058653018574 -0.030469842547567856 -0.020258803506098051 -0.0021782117735474212 0.023715033795094858 -0.033646703146177806 0.00042504757970364225 0.018365889283663513
leaf_weight=62 69 51 53 53 46 46 77 60 67 47 3084 50
leaf_count=62 69 51 53 53 46 46 77 60 67 47 3084 50
internal_value=0 -0.000608611 -0.0118013 -0.000122704 0.0145865 -0.000312074 -0.000821935 -0.0225057 -7.3512e-05 -0.000570598 -7.85395e-05 0.0002445
internal_weight=0 3703 154 3549 161 115 3388 113 3275 3208 3161 103
internal_count=3765 3703 154 3549 161 115 3388 113 3275 3208 3161 103
is_linear=0
shrinkage=0.0995203


Tree=310
num_leaves=12
num_cat=0
split_feature=30 4 8 11 9 4 5 26 9 3 29
split_gain=2.03445 3.99224 9.15696 7.35091 6.86138 4.71251 2.71884 2.8277 4.0102 8.40267 7.32999
threshold=0.12577500000000003 0.13528000000000004 -0.071344999999999992 -0.084384999999999988 -0.081559999999999994 0.11181500000000001 -0.54623499999999992 0.40795000000000009 0.11582000000000002 0.13085500000000003 -0.082564999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -3 -1 -5 8 10 -10 -8
right_child=-2 2 -4 6 -6 -7 7 -9 9 -11 -12
leaf_value=-0.046325121689673517 -0.021002549120984908 0.022602494828724937 0.051728413405390514 0.020117484748923151 -0.022481765079249698 -0.0042705397603061915 0.032504215613091213 0.01764201005930818 -0.039427256520751297 0.014371071138918622 -0.00076791584182187369
leaf_weight=56 46 70 48 66 64 50 67 85 74 47 3092
leaf_count=56 46 70 48 66 64 50 67 85 74 47 3092
internal_value=0 5.56894e-05 0.0144303 -0.000683738 0.0010636 -0.0264958 0.000113482 -0.000278627 -0.000743284 -0.0185236 -6.19795e-05
internal_weight=0 3719 182 3537 134 106 3431 3365 3280 121 3159
internal_count=3765 3719 182 3537 134 106 3431 3365 3280 121 3159
is_linear=0
shrinkage=0.0995203


Tree=311
num_leaves=10
num_cat=0
split_feature=35 4 2 1 38 0 4 6 29
split_gain=2.39718 4.47686 4.25403 4.37161 3.29244 3.33162 10.5311 4.41053 2.53488
threshold=0.004000000000000001 0.15615500000000004 0.40115000000000006 0.50996500000000011 -0.051829999999999994 -0.036664999999999996 0.10976000000000002 -0.40707999999999994 -0.051204999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6 -5
right_child=-2 -3 -4 8 5 6 -8 -9 -10
leaf_value=-0.021458976001641969 -0.022279481517112926 0.030958245092688106 -0.023741095665941212 0.037363742795363857 -0.031257832028930212 0.0022836046118725833 0.052026637866745405 -0.00053441715964513861 0.0063643813094120963
leaf_weight=72 48 46 75 47 47 302 49 3020 59
leaf_count=72 48 46 75 47 47 302 49 3020 59
internal_value=0 0.000103832 -0.000282571 0.000206464 -0.000398037 4.53711e-05 0.00923013 -0.0010055 0.0201171
internal_weight=0 3717 3671 3596 3490 3418 351 3067 106
internal_count=3765 3717 3671 3596 3490 3418 351 3067 106
is_linear=0
shrinkage=0.0995203


Tree=312
num_leaves=13
num_cat=0
split_feature=0 0 1 27 5 3 0 13 21 9 1 6
split_gain=2.43053 4.53653 3.3916 2.17847 2.88296 2.5468 10.4381 8.616 6.56005 8.7972 4.93902 4.35688
threshold=-0.23177499999999998 -0.229625 0.40780000000000011 -0.089394999999999988 0.6362850000000001 0.090695000000000012 -0.117355 0.086115000000000011 -0.083784999999999984 0.088610000000000008 -0.047239999999999997 -0.25061999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 10 -8 9 -7 -5 -10
right_child=1 3 -4 4 -6 8 7 -9 11 -11 -12 -13
leaf_value=-0.03439139798105921 0.029463192002861217 0.016354589573916823 0.0028145026258029129 -0.011579976776160468 -0.024757539258945055 0.055759537788303871 -0.0025232060762078578 0.040326591828835641 -0.015254721059180503 -0.0039099115494342501 -0.053590333855737658 0.0022217891635016372
leaf_weight=49 51 75 48 55 49 51 1463 48 155 47 56 1596
leaf_count=49 51 75 48 55 49 51 1463 48 155 47 56 1596
internal_value=0 -9.91992e-06 -0.0159718 -0.000428264 -0.000786086 -0.000447446 -0.00332586 -0.00116145 0.00207715 0.0271342 -0.0327818 0.000674286
internal_weight=0 3646 97 3595 3520 3471 1622 1511 1849 98 111 1751
internal_count=3743 3646 97 3595 3520 3471 1622 1511 1849 98 111 1751
is_linear=0
shrinkage=0.0995203


Tree=313
num_leaves=12
num_cat=0
split_feature=19 8 19 25 13 0 2 2 2 9 17
split_gain=2.01463 6.13472 3.5656 2.66169 2.82192 2.81106 2.73559 4.25771 2.50822 3.90121 3.20553
threshold=0.11174500000000002 0.0017700000000000003 0.10345000000000003 0.083740000000000023 0.080720000000000028 -0.23177499999999998 0.42989000000000011 0.12185000000000003 0.0021050000000000005 0.088610000000000008 0.4839500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 5 -1 7 -7 9 -2 -11
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 10 -12
leaf_value=-0.018119231395709316 0.024393504264567486 -0.04091731007121753 0.020770526570996317 0.023544429704922289 -0.02093317791825219 -0.00018133055140128943 -0.023769098652727971 0.016288674634932221 -0.021874992149727053 -0.021520737959410303 0.011804403054879219
leaf_weight=84 60 48 82 46 66 2983 46 164 48 65 51
leaf_count=84 60 48 82 46 66 2983 46 164 48 65 51
internal_value=0 -0.00862958 0.000264488 -0.000231433 -0.000558836 -0.000148239 0.000324277 0.000676713 -0.00170712 0.00378856 -0.00686211
internal_weight=0 272 3471 3389 3343 3277 3193 3147 224 176 116
internal_count=3743 272 3471 3389 3343 3277 3193 3147 224 176 116
is_linear=0
shrinkage=0.0995203


Tree=314
num_leaves=13
num_cat=0
split_feature=27 5 2 4 10 0 6 12 21 20 5 9
split_gain=1.8155 2.34341 2.53691 16.3627 12.1244 6.7584 6.78388 3.48662 3.92113 3.98112 5.11916 3.59989
threshold=-0.089394999999999988 0.6362850000000001 -0.14531999999999998 0.078295000000000017 0.078340000000000021 0.032270000000000014 -0.10032499999999998 0.082870000000000013 -0.091649999999999995 -0.20190499999999997 -0.54623499999999992 0.083875000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 8 11 -10 -11 -4
right_child=1 -3 7 4 5 -7 -8 -9 9 10 -12 -13
leaf_value=0.014983810646184438 -0.04278113004445757 -0.022275619048255445 0.038808301227783962 0.065623747571182597 0.019779245258183597 0.034368545234629504 -0.031136234095839009 -0.02550488203242925 -0.026249731872836954 0.031131681943565071 -0.0012889534270725262 0.00042891860234008073
leaf_weight=75 49 49 47 47 49 62 55 57 62 49 3092 50
leaf_count=75 49 49 47 47 49 62 55 57 62 49 3092 50
internal_value=0 -0.000657285 -0.000364354 0.00906711 0.0209985 0.00835868 -0.00713934 -0.00110068 -0.000678909 -0.00127614 -0.000782926 0.0190336
internal_weight=0 3668 3619 262 213 166 104 3357 3300 3203 3141 97
internal_count=3743 3668 3619 262 213 166 104 3357 3300 3203 3141 97
is_linear=0
shrinkage=0.0995203


Tree=315
num_leaves=14
num_cat=0
split_feature=0 4 0 1 29 4 3 9 18 27 21 3 11
split_gain=1.79752 3.79792 3.61746 1.71052 4.67736 6.86229 8.22397 4.30348 4.2665 4.49774 4.72714 7.87447 5.72791
threshold=-0.23177499999999998 0.10268000000000002 -0.229625 -0.062804999999999986 -1.0000000180025095e-35 0.10976000000000002 0.11604000000000002 0.10679000000000001 0.15614500000000003 -0.032854999999999995 0.084795000000000023 0.14058000000000004 -0.090469999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 7 -6 9 -5 12 -12 -11
right_child=2 -3 3 8 5 -7 -8 -9 -10 10 11 -13 -14
leaf_value=-0.032775581023950562 0.026365291305635048 0.006616303402323615 0.025391966229821941 0.021314775204688555 -0.00028027031486898695 0.031517027316666266 -0.041555218053760494 0.02973879789464175 0.019401401260259805 -0.043480396121650881 -0.0017166300659154142 0.037026891010638142 -0.0077143682931104076
leaf_weight=50 51 47 81 71 1361 69 47 49 86 47 939 55 790
leaf_count=50 51 47 81 71 1361 69 47 49 86 47 939 55 790
internal_value=0 -0.0136804 4.60885e-05 -0.000327058 0.00208717 0.000849617 -0.000602157 0.000762366 -0.00227901 -0.00325974 -0.0042131 0.000426304 -0.00972372
internal_weight=0 97 3646 3595 1607 1526 1457 1410 1988 1902 1831 994 837
internal_count=3743 97 3646 3595 1607 1526 1457 1410 1988 1902 1831 994 837
is_linear=0
shrinkage=0.0995203


Tree=316
num_leaves=24
num_cat=0
split_feature=3 1 3 17 2 17 1 2 3 17 0 3 9 1 1 3 0 1 29 4 6 0 1
split_gain=3.0772 2.36809 9.06774 9.84432 7.68879 7.69902 7.57122 13.3446 3.83484 2.92397 8.87405 8.4528 6.98754 5.44423 5.92811 4.66521 11.4149 4.12603 4.09377 6.16435 6.89834 3.31426 1.76135
threshold=0.31589000000000006 -0.091829999999999995 0.11604000000000002 0.093960000000000016 -0.0043799999999999993 -0.14169499999999999 -0.15796999999999997 -0.15544499999999997 0.084380000000000024 0.016900000000000005 -0.063914999999999986 0.097880000000000023 0.083325000000000024 0.19597000000000006 0.0022300000000000006 0.14426500000000003 -0.066264999999999991 -0.081889999999999991 0.0035350000000000004 0.12631500000000004 -0.242115 -0.054850000000000003 0.2705800000000001
decision_type=2 2 2 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 -6 7 -1 -8 15 11 12 -11 14 -13 18 -17 -14 19 20 -3 -21 -15
right_child=-2 9 -4 -5 5 -7 8 -9 -10 10 -12 13 17 22 -16 16 -18 -19 -20 21 -22 -23 -24
leaf_value=0.0073518675913150609 -0.023533884506237529 -0.030671455157716722 -0.025521480149305671 0.049494430315397867 0.00035703668277402338 0.05325038121867167 0.033605127905643691 -0.046559982223925211 0.00399170707710589 -0.037169167377705169 -0.043557568850381589 0.00854362556174478 -0.03030258865733557 -0.021592599950869353 0.046821962682728258 -0.014806704173473963 0.049454377424348731 -0.001998352596681473 -0.021794436304837982 0.042203310513729483 0.00095095786176601 0.0056708768138609665 0.005790570362316512
leaf_weight=109 54 71 80 57 50 60 60 78 156 80 57 117 58 47 61 49 62 424 81 53 1813 46 46
leaf_count=109 54 71 80 57 50 60 60 78 156 80 57 117 58 47 61 49 62 424 81 53 1813 46 46
internal_value=0 0.000395182 0.00585152 0.0102562 0.00589478 0.0292154 -0.000468623 -0.0151311 0.0122215 -0.000761686 -0.00556711 -0.00296654 -0.00992887 0.0114689 0.0216661 0.0012043 0.0210795 -0.00540596 0.000135029 0.0010312 -0.000240324 0.0252369 -0.00803944
internal_weight=0 3715 650 570 513 110 403 187 216 3065 890 833 562 271 178 2175 111 482 2064 1983 1884 99 93
internal_count=3769 3715 650 570 513 110 403 187 216 3065 890 833 562 271 178 2175 111 482 2064 1983 1884 99 93
is_linear=0
shrinkage=0.0995203


Tree=317
num_leaves=14
num_cat=0
split_feature=3 19 8 5 28 19 17 5 21 20 6 17 8
split_gain=2.4952 1.96662 7.46717 13.4353 3.70861 3.61003 3.40868 3.29544 2.98687 6.39158 2.82805 1.4779 0.772871
threshold=0.31589000000000006 0.10781000000000003 -0.0077949999999999998 -0.063819999999999988 0.082705000000000015 0.093310000000000018 -0.015464999999999998 -0.043449999999999996 -0.13730999999999999 -0.24910499999999999 0.10681500000000003 -0.038314999999999995 -0.087129999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 5 8 -7 12 -1 -10 -11 -9 -3
right_child=-2 2 3 -5 -6 6 -8 11 9 10 -12 -13 -14
leaf_value=0.025198822715767958 -0.021191786055054007 0.0034029740165070908 0.0040302497125381444 -0.068417775066382108 0.025181828975953828 -0.0012918682324589699 0.034615677684125656 0.0049638835680830004 -0.03529115026725306 -0.00069022856465261479 0.010001671289546352 0.030215940592840617 -0.012599525320003581
leaf_weight=46 54 46 55 47 62 47 59 46 51 2857 268 46 85
leaf_count=46 54 46 55 47 62 47 59 46 51 2857 268 46 85
internal_value=0 0.000355897 -0.00703898 -0.0293447 0.00106509 0.000615551 0.0186867 0.00315995 2.0777e-05 -0.000343635 0.000226447 0.0175988 -0.00697408
internal_weight=0 3715 325 102 3390 3328 106 223 3222 3176 3125 92 131
internal_count=3769 3715 325 102 3390 3328 106 223 3222 3176 3125 92 131
is_linear=0
shrinkage=0.0995203


Tree=318
num_leaves=26
num_cat=0
split_feature=6 6 0 8 9 6 3 8 6 20 0 0 38 11 3 2 6 2 3 6 21 8 6 8 2
split_gain=2.04793 7.27723 3.55032 5.56316 5.64887 7.48333 5.08984 5.043 4.67698 3.54113 7.60831 17.5775 4.17697 6.16664 4.80194 3.90751 4.31055 5.56286 3.71083 5.25542 3.84276 3.2854 3.09287 2.38598 3.89098
threshold=0.016740000000000005 0.049085000000000011 -0.084154999999999994 0.0017700000000000003 0.094085000000000016 0.096435000000000021 0.082595000000000016 -0.088024999999999992 0.08481000000000001 -0.072005 -0.25289499999999993 -0.225295 -0.07965499999999999 -0.075149999999999981 0.084235000000000018 -0.10598499999999998 -0.10032499999999998 0.0040650000000000018 0.091615000000000016 -0.040424999999999996 0.085855000000000029 -0.072559999999999999 0.086965000000000028 -1.0000000180025095e-35 -0.087245000000000003
decision_type=2 2 2 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 6 4 7 -6 -3 -4 -8 15 -11 -12 -13 -14 -15 -1 -17 18 20 -20 -18 -7 -9 24 -10
right_child=1 2 3 -5 5 21 8 22 23 10 11 12 13 14 -16 16 17 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.027241717310378104 0.037448627679518579 0.037940850905352166 -0.029077829442389878 -0.03026228499027462 0.046053620006945163 0.019764316146140735 -0.024943592144632046 0.016617065642377329 -0.01585637711373766 0.033785523114473567 -0.061615023452592947 0.021495809232582434 -0.031242032198002204 -0.02612627224553378 -0.0014924197363665921 -0.019561562188013377 -0.016175635927923343 0.030320673103402845 0.0031790830541373496 0.038075843414265981 0.0045805248248161701 -0.0062618838651680702 -0.0049424083341165024 0.027482974146451521 0.010214726271782916
leaf_weight=61 58 51 77 65 52 78 47 77 70 48 55 60 85 85 1007 89 185 70 295 50 169 125 457 55 298
leaf_count=61 58 51 77 65 52 78 47 77 70 48 55 60 85 85 1007 89 185 70 295 50 169 125 457 55 298
internal_value=0 0.00287995 0.00149854 -0.0021821 -7.35212e-05 0.0123673 0.00807724 -0.00526704 0.00483497 -0.00185412 -0.00511744 -0.00656338 -0.00411499 -0.00542125 -0.00341064 0.00290325 0.00117194 0.00357259 0.000892786 0.00823896 -0.00626431 0.0037343 -0.00183211 0.00814564 0.00525332
internal_weight=0 1510 1452 931 866 255 521 611 470 2259 1340 1292 1237 1177 1092 919 858 769 699 345 354 203 534 423 368
internal_count=3769 1510 1452 931 866 255 521 611 470 2259 1340 1292 1237 1177 1092 919 858 769 699 345 354 203 534 423 368
is_linear=0
shrinkage=0.0995203


Tree=319
num_leaves=22
num_cat=0
split_feature=18 3 17 18 2 17 17 4 17 3 6 17 2 27 0 29 8 8 26 5 1
split_gain=2.33688 7.0487 6.53859 5.51839 7.91723 5.36467 4.98313 8.42472 5.48795 3.30134 5.67646 10.5103 4.09385 4.07665 2.67218 6.28599 4.50692 6.79641 6.65626 4.14257 3.21928
threshold=0.10189500000000003 0.086775000000000033 0.50214000000000014 0.095210000000000031 -0.078289999999999985 0.27568500000000007 0.077740000000000017 0.095545000000000033 -0.0077549999999999997 0.082130000000000022 -0.040424999999999996 -0.033249999999999995 0.41639000000000009 0.087820000000000023 -0.088484999999999994 -0.078484999999999985 0.0012600000000000003 -0.011315 -0.085605000000000001 -0.01504 0.0049450000000000015
decision_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 9 -5 6 7 8 -3 10 13 -12 14 -1 15 20 17 -16 -18 -17 -11
right_child=1 2 -4 4 -6 -7 -8 -9 -10 12 11 -13 -14 -15 16 19 18 -19 -20 -21 -22
leaf_value=0.010592289075986635 -0.035996021178915066 0.017065043523582089 0.030865771633758997 -0.004399103559842063 0.053663786359482171 -0.031732386771846234 0.029535751033756524 -0.03703036610281412 -0.013711344699970068 0.038685175918376974 0.0025680043676944569 0.061138437798595603 -0.027792975946230331 -0.023944720892250665 0.0022110775068741565 -0.0032792360006061831 0.0094121123348727201 0.026647498292061495 -0.02153563730027621 -0.01963861457561376 0.0018233873384787107
leaf_weight=88 68 128 54 46 47 67 46 66 104 46 75 51 54 55 1485 627 113 122 176 203 48
leaf_count=88 68 128 54 46 47 67 46 66 104 46 75 51 54 55 1485 627 113 122 176 203 48
internal_value=0 -0.00606766 -0.00168928 0.00104405 0.0249357 -0.00596858 -0.000948242 -0.00565658 0.0032652 0.000336845 0.0108797 0.0262816 -0.000649659 -0.00268546 -0.000129603 -0.00451825 0.00200873 0.00406675 -0.00943213 -0.00728137 0.0198709
internal_weight=0 533 465 3236 93 411 344 298 232 3143 269 126 2874 143 2820 924 1896 1607 289 830 94
internal_count=3769 533 465 3236 93 411 344 298 232 3143 269 126 2874 143 2820 924 1896 1607 289 830 94
is_linear=0
shrinkage=0.0995203


Tree=320
num_leaves=10
num_cat=0
split_feature=6 9 2 6 5 4 9 9 19
split_gain=2.11559 2.47825 4.93386 2.32124 9.45947 3.69991 3.16701 4.23468 3.56404
threshold=-0.52821499999999999 -0.37999999999999995 0.35004500000000011 -0.42102499999999998 -0.46244499999999994 0.13528000000000004 0.10814500000000002 0.11479000000000002 -0.071824999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 8 -8 -5
right_child=1 2 -4 5 -6 -7 7 -9 -10
leaf_value=0.017561731466772361 0.022101631718116251 0.012731391725750819 -0.029000205860596255 0.021866063474357728 -0.044522914336860876 0.021482300428899533 0.030172526171907979 0.0024280548328103305 -0.0011705740017607612
leaf_weight=70 50 62 58 68 53 83 78 181 3044
leaf_count=70 50 62 58 68 53 83 78 181 3044
internal_value=0 9.62664e-05 -0.000206863 0.00026083 -0.0136483 0.000724167 0.000212821 0.0107867 -0.000666939
internal_weight=0 3677 3627 3569 115 3454 3371 259 3112
internal_count=3747 3677 3627 3569 115 3454 3371 259 3112
is_linear=0
shrinkage=0.0995203


Tree=321
num_leaves=12
num_cat=0
split_feature=0 4 21 27 11 4 4 3 18 0 2
split_gain=2.84631 6.58501 2.62963 2.33856 3.08451 2.44079 10.1826 8.01511 7.83297 4.54344 4.41136
threshold=-0.23058999999999999 0.095805000000000015 0.16638500000000003 0.10758500000000003 -0.16269500000000001 0.077430000000000013 0.086545000000000025 0.14166500000000004 -0.090899999999999995 -0.13955999999999999 0.013900000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 9 8 -8 -7 -6 -11
right_child=2 -3 -4 -5 5 6 7 -9 -10 10 -12
leaf_value=0.043540022119132542 0.021436534678388703 -0.0037461301990854359 0.022544755362000589 -0.016747167643292826 0.029925084571337149 -0.06006136550176807 0.0035892077647699063 -0.029656170573244895 -0.011722768825237512 0.0010562865998263976 -0.029721876736794314
leaf_weight=49 65 72 50 85 53 52 634 81 92 2467 47
leaf_count=49 65 72 50 85 53 52 634 81 92 2467 47
internal_value=0 0.0153961 -0.000120077 -0.000437208 -3.98533e-05 -0.000447555 -0.0050397 -0.000175909 -0.0291841 0.0010888 0.000480553
internal_weight=0 121 3626 3576 3491 3426 859 715 144 2567 2514
internal_count=3747 121 3626 3576 3491 3426 859 715 144 2567 2514
is_linear=0
shrinkage=0.0995203


Tree=322
num_leaves=15
num_cat=0
split_feature=0 5 17 9 17 9 8 8 6 3 3 9 9 0
split_gain=2.30775 6.07672 2.61479 12.4654 4.27808 2.53471 2.85266 5.05271 3.26526 3.1552 6.27974 1.56906 3.97776 1.5989
threshold=-0.23058999999999999 -0.50749999999999995 0.28919000000000006 0.086885000000000032 0.40441500000000008 -0.37999999999999995 -0.409445 -0.23488499999999998 -0.089745000000000005 0.16149500000000003 0.14530500000000005 0.093235000000000026 0.098465000000000011 -0.08269
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -2 8 -8 -7 10 -9 13 -13 -6
right_child=2 -3 3 4 11 6 7 9 -10 -11 -12 12 -14 -15
leaf_value=-0.010967808325475531 0.020739488977236091 0.033888391304554691 -0.05173014628183592 -0.023177861943081357 -0.014429247755813895 0.0053187736167345954 0.032702890283643829 0.00041737965597666405 -0.028679908031264911 -0.019533917091653179 0.037089712473195972 0.026011382978061763 -0.0065446313189849942 0.0096201642244355245
leaf_weight=54 62 67 55 66 62 47 49 2893 69 76 47 85 66 49
leaf_count=54 62 67 55 66 62 47 49 2893 69 76 47 85 66 49
internal_value=0 0.0138632 -0.000108104 -0.00788491 -0.000530313 0.000810088 0.000421392 0.00100143 -0.0148975 0.000486114 0.00100392 0.00517167 0.0117762 -0.00380547
internal_weight=0 121 3626 383 328 3243 3181 3065 116 3016 2940 262 151 111
internal_count=3747 121 3626 383 328 3243 3181 3065 116 3016 2940 262 151 111
is_linear=0
shrinkage=0.0995203


Tree=323
num_leaves=21
num_cat=0
split_feature=26 1 3 5 26 4 2 2 4 18 3 21 24 9 3 5 4 0 0 6
split_gain=2.28747 3.59747 2.9153 2.89325 8.20793 3.30665 12.926 10.466 5.3018 4.22737 2.65632 4.10968 2.64101 3.16507 7.3043 8.38788 5.15766 19.449 3.62028 1.75741
threshold=-0.14224499999999998 0.05340000000000001 -0.16443499999999997 0.040570000000000016 -0.080514999999999989 0.085230000000000014 0.10924500000000002 -0.19220999999999999 0.073870000000000019 0.094870000000000024 0.088535000000000016 0.091040000000000024 -0.070599999999999996 0.082335000000000019 0.014805000000000004 -0.0042299999999999994 0.079355000000000023 -0.117355 -0.117355 -0.070010000000000003
decision_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 -2 12 -5 8 7 -7 9 -6 -1 -12 -4 14 -14 -16 18 -18 -15 -3
right_child=2 19 3 4 5 6 -8 -9 -10 -11 11 -13 13 16 15 -17 17 -19 -20 -21
leaf_value=0.039642110485468784 -0.025212150878263055 0.0084670831273742832 -0.021940685344432703 -0.036867264024846601 -0.0060656034972915353 -0.0010640531071755023 -0.026408558764154186 0.052036069261332765 -0.038327142329738217 0.023018878301696809 -0.010686836397638587 0.031372380929703701 -0.020999931455181888 0.02736451346083248 0.007225982720979603 0.04318061837509108 -0.065136778863134459 0.022202566804800559 0.00045293034838419306 -0.018741662036161958
leaf_weight=46 46 47 46 73 494 74 71 73 46 55 46 46 77 51 538 73 51 50 1697 47
leaf_count=46 46 47 46 73 494 74 71 73 46 55 46 46 77 51 538 73 51 50 1697 47
internal_value=0 0.00988004 -0.000322777 7.02819e-06 -0.00490009 -0.00202872 0.00845527 0.0252998 -0.00587129 -0.00315036 0.0201092 0.0103339 0.00169055 0.00211934 0.00788193 0.0115231 -2.44344e-05 -0.0218914 0.00123858 -0.00512858
internal_weight=0 232 3515 3469 886 813 218 147 595 549 138 92 2583 2537 688 611 1849 101 1748 94
internal_count=3747 232 3515 3469 886 813 218 147 595 549 138 92 2583 2537 688 611 1849 101 1748 94
is_linear=0
shrinkage=0.0995203


Tree=324
num_leaves=13
num_cat=0
split_feature=2 0 4 1 17 7 9 35 1 9 2 26
split_gain=2.01583 9.29319 19.2065 7.68885 9.93037 4.29159 2.95792 2.15234 2.93934 3.1412 4.17031 2.9754
threshold=-0.13088999999999998 -0.106285 0.087010000000000018 -0.17548999999999998 -0.49091000000000001 0.075985000000000011 0.094685000000000033 -0.081665000000000001 -0.51253999999999988 -0.37999999999999995 0.35004500000000011 -0.10954
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 7 -5 -2 -9 -10 11 -11
right_child=5 3 -4 6 -6 -7 -8 8 9 10 -12 -13
leaf_value=-0.0021588845539663895 0.01871827223764955 -0.0097728535481562753 0.080849645861661532 -0.043675920759311058 0.047112862641842425 -0.025721176905736193 -0.0079606689092087332 -0.020327652022055297 0.026400965648123619 0.012396551761146636 -0.026958350935786485 -0.00012516383130662648
leaf_weight=69 63 80 46 46 49 63 46 68 46 201 55 2893
leaf_count=69 63 80 46 46 49 63 46 68 46 201 55 2893
internal_value=0 0.00809252 0.0310374 -0.00384344 0.0118286 1.06939e-05 -0.0258272 0.000498345 0.000146315 0.000582324 0.00020491 0.000688038
internal_weight=0 336 115 221 129 3389 92 3326 3263 3195 3149 3094
internal_count=3725 336 115 221 129 3389 92 3326 3263 3195 3149 3094
is_linear=0
shrinkage=0.0995203


Tree=325
num_leaves=13
num_cat=0
split_feature=39 12 2 2 6 3 8 18 1 9 30 2
split_gain=1.89137 3.06471 2.2013 7.46313 8.71287 5.5074 4.63255 4.51148 3.32449 3.9095 2.29127 2.25602
threshold=1.0000000180025095e-35 -0.008564999999999998 -0.13088999999999998 -0.15327499999999997 -0.036009999999999993 0.014805000000000004 -0.0020399999999999997 -0.057764999999999997 -0.51253999999999988 -0.14392999999999997 0.094680000000000028 -0.14531999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -6 -8 -7 -10 -11 -5
right_child=-2 2 5 11 6 8 7 -9 9 10 -12 -13
leaf_value=-0.023851051841835245 0.017903364727023131 -0.034710306706523995 -0.02690103930291626 0.045903496149066379 0.036151034702845412 -0.022261002738719473 -0.020448361742201555 0.017873283169375417 0.022191436804028949 0.00084193152451137539 -0.017500761275015722 0.01580858990279372
leaf_weight=51 62 58 74 51 48 62 58 64 84 2996 69 48
leaf_count=51 62 58 74 51 48 62 58 64 84 2996 69 48
internal_value=0 0.000374202 0.00071648 0.00850351 -0.00140019 -5.84189e-05 0.00995962 -0.000338495 0.000559936 0.00100951 0.000428729 0.0313203
internal_weight=0 3663 3612 327 228 3285 170 122 3211 3149 3065 99
internal_count=3725 3663 3612 327 228 3285 170 122 3211 3149 3065 99
is_linear=0
shrinkage=0.0995203


Tree=326
num_leaves=12
num_cat=0
split_feature=4 4 3 4 3 27 27 6 5 3 11
split_gain=2.00513 3.69128 7.55316 7.19655 3.09702 3.25467 3.65946 3.4896 21.1882 5.68938 3.2052
threshold=0.15730000000000002 0.13528000000000004 0.15537500000000004 0.14154500000000006 0.15361500000000003 0.096290000000000028 0.10705500000000003 -0.242115 -0.46244499999999994 0.13977500000000004 -0.085589999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 7 -7 8 -1 10 -9
right_child=-2 2 -4 -5 -6 6 -8 9 -10 -11 -12
leaf_value=0.021112456446213297 -0.019608446892354244 0.024791655601010966 0.047725062856037906 -0.026729030627556025 -0.022413363380999501 0.038056256427405857 0.0014402805272032589 0.025631681036818434 -0.067792552606195891 0.0349879904576261 -0.00028050285360299506
leaf_weight=61 48 58 50 50 59 48 62 48 47 47 3147
leaf_count=61 48 58 50 50 59 48 62 48 47 47 3147
internal_value=0 0.000863908 0.0157451 0.000931905 0.000195525 0.000581289 0.0174256 2.79475e-05 -0.0175701 0.000614441 0.000108532
internal_weight=0 3677 158 108 3519 3460 110 3350 108 3242 3195
internal_count=3725 3677 158 108 3519 3460 110 3350 108 3242 3195
is_linear=0
shrinkage=0.0995203


Tree=327
num_leaves=12
num_cat=0
split_feature=4 4 3 4 4 21 4 4 20 11 3
split_gain=1.62591 2.99311 6.12457 5.83543 3.16285 2.29957 3.35827 8.03508 4.68056 3.41763 2.9973
threshold=0.15730000000000002 0.13528000000000004 0.15537500000000004 0.14154500000000006 0.12868000000000004 0.15159000000000003 0.11198000000000002 0.11509500000000002 0.15796500000000005 -0.086029999999999995 0.12323500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 8 -8 9 -1 -9
right_child=-2 2 -4 -5 -6 -7 7 10 -10 -11 -12
leaf_value=-0.02696579213584924 -0.017657011491967401 0.022324384243522431 0.042975455275583031 -0.024068951225045442 -0.020615538724871017 -0.019397414193695832 0.045049012399853622 -0.013816557517946162 0.029492308738603531 7.3224497394632726e-05 0.015630622900486203
leaf_weight=47 48 58 50 50 71 56 57 70 53 3098 67
leaf_count=47 48 58 50 50 71 56 57 70 53 3098 67
internal_value=0 0.000777976 0.0141781 0.000838407 0.00017609 0.000604461 0.000934922 0.0136489 0.000163399 -0.000330596 0.000578643
internal_weight=0 3677 158 108 3519 3448 3392 194 3198 3145 137
internal_count=3725 3677 158 108 3519 3448 3392 194 3198 3145 137
is_linear=0
shrinkage=0.0995203


Tree=328
num_leaves=10
num_cat=0
split_feature=18 19 6 19 1 28 20 17 5
split_gain=1.95527 2.98585 4.35106 4.17468 2.28486 2.59617 2.62155 6.75257 3.54079
threshold=0.24916000000000005 0.12170000000000002 -0.034094999999999993 0.11602000000000003 -0.53140500000000002 0.082705000000000015 -0.14797999999999997 -0.083000000000000004 0.052820000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -6 -8
right_child=-2 2 -4 -5 5 -7 8 -9 -10
leaf_value=0.01891724041800168 -0.014498897324288121 -0.00069095026841315093 -0.03715863739696653 0.029987991645752592 0.015760924103851881 0.020094275541750875 0.0021862448065141514 -0.029207704900505973 -0.0055379225416320593
leaf_weight=65 91 89 51 48 51 63 2404 94 778
leaf_count=65 91 89 51 48 51 63 2404 94 778
internal_value=0 0.000270083 -0.0139815 0.00083989 0.000434701 8.00741e-05 -0.000298669 -0.0133855 0.000297426
internal_weight=0 3643 140 3503 3455 3390 3327 145 3182
internal_count=3734 3643 140 3503 3455 3390 3327 145 3182
is_linear=0
shrinkage=0.0995203


Tree=329
num_leaves=12
num_cat=0
split_feature=25 10 13 27 3 17 4 29 29 29 3
split_gain=2.57364 3.34429 5.25076 2.75834 6.67799 7.84392 5.84038 4.59769 3.52339 5.86595 3.87997
threshold=0.083740000000000023 0.09501500000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.091475000000000015 -0.072659999999999988 0.098220000000000016 -0.081974999999999992 -0.084525000000000003 -0.049035000000000002 0.082130000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -5 -6 -8 -1 -10 -11
right_child=-2 -3 -4 4 6 -7 7 -9 9 10 -12
leaf_value=-0.025889774807355381 0.017806729453485211 -0.025520853549934209 0.028150484770217109 -0.055578001599174129 0.026944045546395495 -0.0053404720078105627 0.014813290638879087 -0.020003804241375486 0.032659014062029139 0.022515397690247217 -0.0004014018051535156
leaf_weight=50 78 52 64 55 63 70 56 114 56 75 3001
leaf_count=50 78 52 64 55 63 70 56 114 56 75 3001
internal_value=0 -0.000462535 -0.000100756 -0.000611744 -0.00889396 -0.0274515 0.00105831 -0.00852983 0.000319814 0.000738491 0.000157097
internal_weight=0 3656 3604 3540 358 125 233 170 3182 3132 3076
internal_count=3734 3656 3604 3540 358 125 233 170 3182 3132 3076
is_linear=0
shrinkage=0.0995203


Tree=330
num_leaves=10
num_cat=0
split_feature=25 31 10 13 27 8 4 1 3
split_gain=2.08687 2.92715 3.75719 3.82719 3.29898 11.8879 6.34702 3.38595 2.93824
threshold=0.083740000000000023 0.095410000000000009 0.09501500000000003 1.0000000180025095e-35 1.0000000180025095e-35 -0.022279999999999998 0.10141500000000002 -0.53140500000000002 0.10648500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 -1 -9
right_child=-2 -3 -4 -5 5 -7 -8 8 -10
leaf_value=0.024945941081611439 0.016034599415986041 0.024529238329336449 -0.027826080694457887 0.024567804606243575 0.013224952732576851 -0.055946059225594168 -0.015675163565279579 0.0014871685556932033 -0.0057954639350905873
leaf_weight=54 78 46 50 60 137 48 167 2381 713
leaf_count=54 78 46 50 60 137 48 167 2381 713
internal_value=0 -0.000416503 -0.000734598 -0.00035387 -0.000781333 -0.0099186 -0.00264841 0.000240109 -0.000190821
internal_weight=0 3656 3610 3560 3500 352 304 3148 3094
internal_count=3734 3656 3610 3560 3500 352 304 3148 3094
is_linear=0
shrinkage=0.0995203


Tree=331
num_leaves=14
num_cat=0
split_feature=1 3 12 3 27 5 1 9 4 4 4 4 1
split_gain=2.00812 5.79225 3.85991 2.83777 2.80443 11.0459 7.11574 8.86415 2.55098 4.60923 14.4599 9.16554 2.08604
threshold=0.50996500000000011 0.14166500000000004 0.087445000000000023 -0.018634999999999995 1.0000000180025095e-35 0.064585000000000017 -0.15143499999999999 0.081095000000000014 0.13528000000000004 0.094995000000000024 0.088720000000000021 0.10423500000000002 0.62198500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 -1 8 6 -6 -8 9 10 -5 -11 -2
right_child=1 -3 -4 4 5 -7 7 -9 -10 11 -12 -13 -14
leaf_value=0.021893601887013361 0.035060828139746508 -0.016663450978383534 -0.025587773460455255 0.00028509410437335128 0.034828084034985655 -0.04672800601385875 0.0054705383650258356 -0.041673435107144427 0.018897559203101273 -0.034629290698986681 0.054296194806574126 0.00074285526921581365 0.0073401280778470487
leaf_weight=57 65 52 60 2709 47 63 134 56 72 110 50 213 46
leaf_count=57 65 52 60 2709 47 63 134 56 72 110 50 213 46
internal_value=0 0.0107368 -0.00055864 -0.000130679 -0.000494375 -0.00968929 0.000152994 -0.00842023 0.000379962 -5.2371e-05 0.00126421 -0.0113009 0.0235804
internal_weight=0 163 3571 3511 3454 300 237 190 3154 3082 2759 323 111
internal_count=3734 163 3571 3511 3454 300 237 190 3154 3082 2759 323 111
is_linear=0
shrinkage=0.0995203


Tree=332
num_leaves=15
num_cat=0
split_feature=29 8 1 5 0 0 5 9 6 2 5 0 9 0
split_gain=2.49826 11.514 4.50697 14.8407 6.85677 5.95577 9.88077 8.0172 3.55958 3.79442 10.4121 6.92202 2.47547 1.54625
threshold=0.0035350000000000004 -0.011315 -0.37983499999999998 0.19791500000000004 0.076335000000000014 0.0083400000000000019 -0.14289499999999997 -0.14392999999999997 -0.52821499999999999 0.094050000000000022 -0.0071849999999999995 -0.16969499999999998 0.095285000000000022 -0.106285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 3 -1 -5 7 -7 -4 -9 11 -11 -10 -6 -2
right_child=1 -3 5 4 12 6 -8 8 9 10 -12 -13 -14 -15
leaf_value=0.045869310011163192 -0.0038360286276431475 -0.047289340568732456 0.040373213594710057 -0.023796938585777153 0.031092957282002426 0.0081416544350088778 -0.055401572579142869 0.026417074444464315 0.02990044421075598 -0.0025315352859611971 -0.052360055674114087 -0.0003555343472757712 0.00022727149319636973 0.021154001124581438
leaf_weight=91 49 58 49 86 47 47 50 49 77 224 51 2734 57 49
leaf_count=91 49 58 49 86 47 47 50 49 77 224 51 2734 57 49
internal_value=0 -0.0121423 0.000724563 0.012821 -0.00300303 -0.000311186 -0.0246042 0.000428638 -0.000195434 -0.000618258 -0.0117754 0.000472958 0.0141841 0.00865064
internal_weight=0 156 3562 281 190 3281 97 3184 3135 3086 275 2811 104 98
internal_count=3718 156 3562 281 190 3281 97 3184 3135 3086 275 2811 104 98
is_linear=0
shrinkage=0.0995203


Tree=333
num_leaves=13
num_cat=0
split_feature=29 9 26 0 0 3 9 5 2 10 11 20
split_gain=2.02576 6.04791 3.04812 2.76829 5.14216 15.086 7.21238 4.35678 4.28764 4.22475 3.49768 1.74162
threshold=0.0035350000000000004 -0.076039999999999983 -0.236315 0.061855000000000014 0.0083400000000000019 0.097595000000000029 -0.14392999999999997 0.018455000000000003 -0.24151999999999998 0.088065000000000018 -0.16409499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 -1 4 6 -6 -4 -5 -9 10 -8 -2
right_child=1 -3 3 7 5 -7 9 8 -10 -11 -12 -13
leaf_value=0.021366205107248383 0.013379738088665057 -0.041236482676562686 0.037797818803679238 -0.015142225692499381 0.0073905645927072822 -0.064699768596196097 -0.026868331606373079 0.0011147590551888282 0.033383686612475226 0.028993360372806129 -0.00032836671247788373 -0.01172971647653177
leaf_weight=69 59 46 50 48 74 47 50 74 91 48 3011 51
leaf_count=69 59 46 50 48 74 47 50 74 91 48 3011 51
internal_value=0 -0.0109339 0.000652477 0.000243068 -0.000470648 -0.0206047 0.000300293 0.0112375 0.0189165 -0.000302492 -0.000762152 0.00173064
internal_weight=0 156 3562 3493 3280 121 3159 213 165 3109 3061 110
internal_count=3718 156 3562 3493 3280 121 3159 213 165 3109 3061 110
is_linear=0
shrinkage=0.0995203


Tree=334
num_leaves=21
num_cat=0
split_feature=17 2 19 3 2 3 22 17 3 3 0 21 2 0 0 8 4 2 18 19
split_gain=1.85393 4.48831 3.61638 3.72582 5.69908 13.3439 8.60482 3.80567 3.48572 7.21292 4.54501 3.5153 13.6331 6.41494 5.01775 4.17752 5.61808 3.51067 3.11294 2.28613
threshold=-0.092124999999999999 0.12610000000000002 0.10901000000000002 0.13977500000000004 -0.072024999999999992 0.11197500000000002 0.081160000000000024 -0.14763999999999997 0.14166500000000004 0.13085500000000003 -0.103645 0.10168500000000003 -0.0031199999999999999 -0.23998999999999998 -0.10148 0.11446000000000002 0.11995000000000003 0.15165000000000003 0.096280000000000018 0.0092450000000000015
decision_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 18 -6 9 11 -10 13 14 -2 -13 16 -15 -12 -1 -16
right_child=8 -3 -4 -5 5 -7 -8 -9 10 -11 17 12 -14 15 19 -17 -18 -19 -20 -21
leaf_value=0.0056441741038241403 0.036836671587896684 0.034118780968887652 -0.023761988486597004 0.031326835500416698 -0.01160255536188463 -0.058822880713330458 0.046828941306189184 0.019577718430547397 0.012036646266800748 0.028387908242566318 -0.011737044022678693 0.018662737010916367 -0.059467551405606299 -0.00032217141809461996 -0.022996729456096748 0.026335262250588434 -0.025357002137746977 -0.045722038683109742 -0.019543109260022673 0.0024897819419513515
leaf_weight=584 46 46 50 46 92 47 49 67 46 84 81 79 49 1959 85 55 93 48 53 59
leaf_count=584 46 46 50 46 92 47 49 67 46 84 81 79 49 1959 85 55 93 48 53 59
internal_value=0 0.0037302 0.00231452 0.0037054 0.00228005 -0.012235 0.00663999 0.00153116 -0.00122953 -0.000282011 -0.0148096 -0.00127545 -0.0119359 7.09589e-05 -0.00148803 -0.000731322 -0.00145719 -0.024389 0.00354724 -0.0125487
internal_weight=0 1034 988 938 892 206 686 159 2684 2509 175 2425 272 2153 223 2107 2052 129 637 144
internal_count=3718 1034 988 938 892 206 686 159 2684 2509 175 2425 272 2153 223 2107 2052 129 637 144
is_linear=0
shrinkage=0.0995203


Tree=335
num_leaves=9
num_cat=0
split_feature=30 9 12 12 6 1 3 17
split_gain=1.86891 3.02347 5.10495 3.34074 4.66461 4.54475 8.1159 7.55738
threshold=-1.0000000180025095e-35 -0.25326499999999996 -0.079920000000000005 -0.006685 -0.47103 -0.091829999999999995 0.014805000000000004 0.10932500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 -6
right_child=1 2 3 4 5 6 -8 -9
leaf_value=0.019854196540388024 -0.01913186009113569 0.032213824783492627 -0.02567244676427826 0.027070257410305911 0.003782013749720009 -0.035098282725382332 -0.0010248565917253089 0.040094167203551453
leaf_weight=47 81 49 50 63 503 71 2790 64
leaf_count=47 81 49 50 63 503 71 2790 64
internal_value=0 -0.000117551 0.000311235 -0.000129999 0.0002356 -0.000257331 -0.00187073 0.00788219
internal_weight=0 3671 3590 3541 3491 3428 2861 567
internal_count=3718 3671 3590 3541 3491 3428 2861 567
is_linear=0
shrinkage=0.0995203


Tree=336
num_leaves=12
num_cat=0
split_feature=2 9 0 2 0 4 10 12 3 9 0
split_gain=2.33078 3.51518 3.45978 7.02336 6.1079 13.4068 3.81047 3.58178 5.60739 2.79059 2.53431
threshold=-0.23128999999999997 0.095055000000000014 0.042275000000000014 -0.079149999999999984 -0.014889999999999999 0.11037000000000002 0.087995000000000018 -0.027854999999999998 0.014805000000000004 0.13642500000000005 0.099665000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -6 7 -2 -9 -10 -5
right_child=2 -3 3 10 5 -7 -8 8 9 -11 -12
leaf_value=0.033792055211872694 0.024775611057557431 -0.0019249060088413535 -0.046821365381919472 0.011267507216912774 0.06435766632293563 -0.0063025048710122159 0.024634281378959164 -0.029166828703208969 -0.0002948533757410556 -0.023115848311431118 -0.014913784180050516
leaf_weight=50 53 60 47 69 46 63 59 70 3089 54 78
leaf_count=50 53 60 47 69 46 63 59 70 3089 54 78
internal_value=0 0.0143026 -0.000401888 -0.0133321 0.00032835 0.0235099 -0.00043134 -0.000884399 -0.00130793 -0.000687203 -0.00261904
internal_weight=0 110 3628 194 3434 109 3325 3266 3213 3143 147
internal_count=3738 110 3628 194 3434 109 3325 3266 3213 3143 147
is_linear=0
shrinkage=0.0995203


Tree=337
num_leaves=12
num_cat=0
split_feature=2 2 8 2 3 17 1 0 0 8 0
split_gain=1.88974 2.91742 15.9431 6.03107 2.37098 2.07725 3.14493 4.24066 6.06717 2.7786 1.29222
threshold=-0.23128999999999997 -0.15327499999999997 -0.0020399999999999997 -0.14531999999999998 0.10684000000000003 -0.53299999999999992 -0.50954999999999984 0.099665000000000017 -0.036664999999999996 -0.07106999999999998 -0.049174999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 9 -7 8 -8 -5 -11
right_child=1 3 -4 5 -6 6 7 -9 -10 10 -12
leaf_value=0.029180794603781493 0.01252176874226241 0.033813493500947756 -0.060370396473261465 0.028166555934016371 -0.00020337952501246902 -0.019754619082650568 -0.00094302780306914258 -0.028828398058853004 0.018331454535667081 -0.010962504798957006 0.012251926915928879
leaf_weight=49 78 52 48 58 61 85 2990 51 171 48 47
leaf_count=49 78 52 48 58 61 85 2990 51 171 48 47
internal_value=0 -0.000361915 -0.0152402 0.000173164 0.0128785 -0.000333642 -0.000859929 -0.000359659 9.94014e-05 0.011002 0.000513913
internal_weight=0 3628 126 3502 110 3450 3297 3212 3161 153 95
internal_count=3738 3628 126 3502 110 3450 3297 3212 3161 153 95
is_linear=0
shrinkage=0.0995203


Tree=338
num_leaves=19
num_cat=0
split_feature=17 17 18 2 2 0 4 0 0 18 0 10 0 2 21 9 17 6
split_gain=1.80815 5.42146 4.11298 3.57495 3.41156 5.04586 8.31258 7.09575 4.81319 4.53053 3.45384 3.63164 4.51274 3.23488 2.52168 2.3096 4.8949 3.5733
threshold=0.011640000000000003 0.033280000000000011 -0.085454999999999989 -0.088764999999999997 -0.23128999999999997 0.032270000000000014 0.14831500000000003 0.053120000000000007 0.11291000000000002 -0.055464999999999993 -0.014889999999999999 0.080705000000000013 -0.18357499999999999 -0.13088999999999998 -0.083269999999999997 0.093235000000000026 0.42451000000000011 -0.079164999999999999
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 9 6 10 -7 -9 -1 11 12 -6 -4 -5 16 -16 -17
right_child=1 2 3 14 5 7 -8 8 -10 -11 -12 -13 -14 -15 15 17 -18 -19
leaf_value=-0.00031379304906790066 -0.033932575844576658 0.021246382373865627 -0.0033135672253843534 0.020400428094291059 0.016221565392028049 -0.045695878779673856 0.043742970730918047 0.020078984081252804 -0.020615333197006508 0.042357128558202138 0.023841306592794025 0.021110684695422741 -0.0015356455747466003 -0.040065131314721468 -0.0023899299281070008 0.029767461535628731 -0.028679086883126214 -0.00070534209650021404
leaf_weight=53 55 71 47 49 152 54 46 53 63 46 64 81 2101 48 402 46 85 222
leaf_count=53 55 71 47 49 152 54 46 53 63 46 64 81 2101 48 402 46 85 222
internal_value=0 -0.00353604 -0.00181168 -0.00363364 0.00137034 0.00068322 0.00183671 -0.0158951 -0.00201518 0.0195048 0.00103249 0.000406707 -0.000337281 -0.0218914 -0.00147529 -0.00289613 -0.00698007 0.00452201
internal_weight=0 1025 970 899 2713 2614 2444 170 116 99 2398 2334 2253 95 804 755 487 268
internal_count=3738 1025 970 899 2713 2614 2444 170 116 99 2398 2334 2253 95 804 755 487 268
is_linear=0
shrinkage=0.0995203


Tree=339
num_leaves=20
num_cat=0
split_feature=17 17 1 2 27 2 20 1 9 8 1 18 9 2 17 9 1 5 6
split_gain=1.46629 4.39599 4.17726 4.78685 3.03576 7.83403 4.77449 4.62249 3.28111 4.17416 4.47352 3.68192 3.08054 2.87666 6.01074 3.42001 5.53937 3.8641 2.84212
threshold=0.011640000000000003 0.033280000000000011 -0.15528499999999998 -0.088764999999999997 0.093000000000000013 -0.01042 -0.16295499999999999 -0.53140500000000002 0.12652000000000005 0.11023500000000003 0.50462500000000021 -0.071844999999999992 0.088085000000000011 -0.082904999999999993 0.11639500000000001 0.093235000000000026 0.007210000000000002 -0.067969999999999989 -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 18 6 12 -1 -8 9 10 -9 -11 -6 14 -5 17 -17 -15 -4
right_child=1 2 3 13 5 -7 7 8 -10 11 -12 -13 -14 15 -16 16 -18 -19 -20
leaf_value=-0.0215362496530015 -0.030555599672906549 0.020607839100994643 -0.0067835785059498603 0.035446786102348658 0.024524086470603772 -0.038766853995178846 0.033136041297375109 0.0034533857216488936 0.028585078088322224 0.0037841159275263082 -0.021927720796915788 -0.033491612452695288 -0.010228625483531215 -0.0027862034970600317 -0.0094739680747407164 -0.001696918196319725 0.034865253563859167 -0.023722037051261212 -0.040547276187263032
leaf_weight=82 55 77 48 60 46 65 49 2191 46 46 71 61 56 290 58 210 51 125 51
leaf_count=82 55 77 48 60 46 65 49 2191 46 46 71 61 56 290 58 210 51 125 51
internal_value=0 -0.00318429 -0.00163146 -0.00354999 0.00123399 -0.0117637 0.00208688 0.00287337 0.002259 0.00174747 0.00265636 -0.0174589 0.00543614 -0.000976044 0.0133602 -0.00347973 0.00544428 -0.00909415 -0.0241853
internal_weight=0 1025 970 893 2713 167 2546 2464 2415 2369 2262 107 102 794 118 676 261 415 99
internal_count=3738 1025 970 893 2713 167 2546 2464 2415 2369 2262 107 102 794 118 676 261 415 99
is_linear=0
shrinkage=0.0995203


Tree=340
num_leaves=12
num_cat=0
split_feature=7 21 20 1 6 21 6 3 8 6 0
split_gain=4.10792 2.44626 5.30867 5.14917 4.85906 3.68233 12.2212 4.25912 3.71181 7.34868 4.67581
threshold=-0.15564499999999998 -0.085914999999999991 -0.20190499999999997 -0.53140500000000002 -0.0062199999999999998 -0.019084999999999998 -0.0065449999999999996 0.089165000000000022 0.14247500000000005 -0.034094999999999993 0.15238000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 6 7 -5 10 -10 -7
right_child=1 2 3 5 -6 8 -8 -9 9 -11 -12
leaf_value=0.025800413573065475 -0.0041415661021555047 -0.026613867856738867 0.027942633390520451 -0.02069336675115914 0.029673475113715236 0.00053742616064061824 -0.051766580958126675 0.011522294507076277 0.005252723712831496 -0.045834865505250649 0.032513855796584099
leaf_weight=62 90 76 64 62 79 2949 59 118 63 50 46
leaf_count=62 90 76 64 62 79 2949 59 118 63 50 46
internal_value=0 -3.25841e-05 -0.000599539 -1.9677e-05 0.0116606 -0.000554606 -0.0124585 0.000421239 0.000360522 -0.0173452 0.00102882
internal_weight=0 3656 3487 3411 169 3347 239 180 3108 113 2995
internal_count=3718 3656 3487 3411 169 3347 239 180 3108 113 2995
is_linear=0
shrinkage=0.0995203


Tree=341
num_leaves=17
num_cat=0
split_feature=7 0 6 17 1 4 4 8 4 30 11 20 8 0 9 5
split_gain=3.33096 2.14945 6.91233 3.89839 4.28975 4.68704 8.58793 4.19267 3.7415 5.43256 4.91512 4.91779 4.63661 6.30767 3.93709 0.653792
threshold=-0.15564499999999998 -0.08892499999999999 0.10681500000000003 0.41031000000000012 0.42491000000000007 0.083105000000000026 0.10868000000000001 -0.11061499999999999 0.13584500000000002 0.094680000000000028 -0.087979999999999989 -0.20190499999999997 0.099175000000000027 -0.038659999999999993 0.099125000000000033 -0.497305
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 7 -7 -2 10 -10 -3 -12 13 -13 -14 -6
right_child=1 8 -4 -5 15 6 -8 -9 9 -11 11 12 14 -15 -16 -17
leaf_value=0.023232750753092651 0.018002479440422239 -0.029227357447354142 0.030171701926719457 -0.028823713087050031 0.024699060536818716 -0.028430406191200984 0.0039089650973213536 -0.0043618202798401213 0.036614217329071226 -0.0065790111807064689 -0.029775105300970387 0.0011050690523423461 -0.029708332853756073 0.01673287199719754 0.0026318726758551955 0.0080651035657379778
leaf_weight=62 100 53 57 66 47 200 137 489 70 49 49 1845 81 297 69 47
leaf_count=62 100 53 57 66 47 200 137 489 70 49 49 1845 81 297 69 47
internal_value=0 -2.92968e-05 -0.00360756 -0.00538126 -0.00386359 -0.00592054 -0.0152811 -0.000563434 0.0015979 0.0188219 0.00074139 0.00142023 0.0020875 0.00327233 -0.0148264 0.0163908
internal_weight=0 3656 1143 1086 1020 926 337 589 2513 119 2394 2341 2292 2142 150 94
internal_count=3718 3656 1143 1086 1020 926 337 589 2513 119 2394 2341 2292 2142 150 94
is_linear=0
shrinkage=0.0995203


Tree=342
num_leaves=10
num_cat=0
split_feature=12 4 2 21 20 6 21 2 6
split_gain=2.81633 2.41811 5.20114 2.58991 4.92556 4.78964 3.97838 12.2109 2.63403
threshold=-0.089259999999999992 0.15615500000000004 0.40115000000000006 -0.085914999999999991 -0.224635 -0.0062199999999999998 -0.019084999999999998 -0.00070500000000000001 -0.50196499999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 -6 -8
right_child=1 -3 -4 4 6 -7 8 -9 -10
leaf_value=0.024273074106216191 -0.0028408822729888697 0.022683677850920684 -0.026391873864860811 -0.026841679583675011 0.00018587807441887243 0.031245051993917368 0.024800397140286035 -0.053802895899495787 0.00080532122147300271
leaf_weight=48 91 46 74 68 179 74 46 54 3038
leaf_count=48 91 46 74 68 179 74 46 54 3038
internal_value=0 9.29928e-06 -0.000278285 0.000265825 -0.000327415 0.0124412 0.000215893 -0.012323 0.00116349
internal_weight=0 3670 3624 3550 3385 165 3317 233 3084
internal_count=3718 3670 3624 3550 3385 165 3317 233 3084
is_linear=0
shrinkage=0.0995203


Tree=343
num_leaves=15
num_cat=0
split_feature=12 8 10 18 18 0 4 6 0 27 21 0 21 10
split_gain=2.28366 2.12324 6.82685 4.79121 4.21246 5.19096 5.69158 11.3331 8.32714 3.15315 3.19853 3.00444 5.9234 3.95037
threshold=-0.089259999999999992 -0.088024999999999992 0.09056500000000002 -0.091594999999999996 -0.019539999999999998 -0.01213 0.079225000000000018 -0.074054999999999996 -0.084154999999999994 -0.079769999999999994 -0.091869999999999993 -0.08892499999999999 -0.010234999999999999 0.085705000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 -2 -5 6 8 -8 -6 -3 -11 12 -12 -13
right_child=1 2 -4 4 5 -7 7 -9 -10 10 11 13 -14 -15
leaf_value=0.021857414404187713 0.023464409899485492 -0.020192143747367372 0.035457044150292626 -0.031295139875227612 0.0063709799725417829 0.021126911982360486 -0.0062689083562878336 -0.054112403236967137 -0.028875535297176128 0.021061066555903604 -0.034232348536213444 0.0031784282370698994 -0.0021508268665830672 -0.024881497706642088
leaf_weight=48 58 70 57 61 368 73 191 66 81 78 64 1930 522 51
leaf_count=48 58 70 57 61 368 73 191 66 81 78 64 1930 522 51
internal_value=0 8.37373e-06 0.00137104 -0.00419709 -0.00610802 -0.00413468 -0.00674788 -0.0185588 1.06516e-05 0.000655124 0.00120716 0.000603564 -0.00565601 0.00245562
internal_weight=0 3670 2772 898 840 779 706 257 449 2715 2645 2567 586 1981
internal_count=3718 3670 2772 898 840 779 706 257 449 2715 2645 2567 586 1981
is_linear=0
shrinkage=0.0995203


Tree=344
num_leaves=14
num_cat=0
split_feature=7 7 22 8 22 22 4 0 0 4 3 0 29
split_gain=3.28207 2.37445 1.92775 6.90117 4.21226 4.30707 4.04166 3.12627 2.29802 7.19832 7.87715 5.36829 2.49778
threshold=-0.230575 -0.009689999999999999 0.082075000000000023 -0.013304999999999999 0.10227500000000002 0.11383500000000003 0.077845000000000025 0.15834000000000004 -0.16969499999999998 0.10459000000000003 0.089810000000000015 -0.15034 0.0050600000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 -4 -6 -5 8 9 10 -3 -10 -13
right_child=1 2 3 6 5 -7 -8 -9 11 -11 -12 12 -14
leaf_value=0.023565426999030071 -0.022916470400389282 0.02138212174134984 0.026530149286250446 -0.008971454480596169 -0.028851906950066206 0.0135249634933279 -0.047322291076439239 0.022905202729997125 -0.026455947909698709 0.035020854441427864 -0.035337416573858561 -0.00087306045036818799 0.014817300075174145
leaf_weight=55 48 49 56 55 48 47 54 58 80 71 48 2973 104
leaf_count=55 48 49 56 55 48 47 54 58 80 71 48 2973 104
internal_value=0 -0.000925747 -0.000635773 -0.00889371 0.00487729 -0.00787789 -0.0279785 -8.67928e-07 -0.000400679 0.0109405 -0.00667684 -0.00100446 -0.000342473
internal_weight=0 3691 3643 260 151 95 109 3383 3325 168 97 3157 3077
internal_count=3746 3691 3643 260 151 95 109 3383 3325 168 97 3157 3077
is_linear=0
shrinkage=0.0995203


Tree=345
num_leaves=12
num_cat=0
split_feature=7 20 20 7 27 8 1 4 5 4 5
split_gain=2.67679 1.83187 4.72996 3.33932 3.1379 11.4164 5.14586 3.22046 6.4122 5.20105 2.63444
threshold=-0.15564499999999998 -0.23803499999999997 -0.15615999999999999 0.099030000000000021 1.0000000180025095e-35 -0.061684999999999997 -0.15143499999999999 0.13528000000000004 -0.44524499999999995 0.11874000000000003 -0.028405
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 -3 4 7 6 -6 9 -9 -4 -2
right_child=1 2 3 -5 5 -7 -8 8 -10 -11 -12
leaf_value=0.020166922772834266 -0.0038110808525380281 -0.031603482032275018 0.00063734780686375172 -0.025812308669199022 0.023465066093139218 -0.052305215103261984 -0.0083087096359554646 -0.0061332969139407901 0.043062534264463846 -0.027822312159300765 0.029856693355567662
leaf_weight=61 46 50 2952 52 63 52 254 54 51 65 46
leaf_count=61 46 50 2952 52 63 52 254 54 51 65 46
internal_value=0 -0.000852089 -0.00120736 -0.000778169 -0.00040504 -0.00908397 -0.00199146 0.000620491 0.017754 2.39246e-05 0.0130139
internal_weight=0 3685 3593 3543 3491 369 317 3122 105 3017 92
internal_count=3746 3685 3593 3543 3491 369 317 3122 105 3017 92
is_linear=0
shrinkage=0.0995203


Tree=346
num_leaves=15
num_cat=0
split_feature=9 29 26 8 3 20 3 2 7 6 6 2 2 3
split_gain=2.41364 2.53319 4.00576 2.36285 6.49791 3.12992 2.92834 7.12979 3.81492 3.38789 5.7877 4.16836 2.61309 0.919435
threshold=-0.22988499999999998 0.10207000000000002 -0.396395 -0.15146000000000001 0.11578500000000001 -0.048954999999999999 0.11663500000000003 0.11804000000000002 0.081185000000000021 -0.040424999999999996 -0.065394999999999995 -0.063744999999999982 0.12875500000000004 0.12992500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 4 12 -6 7 8 -5 10 -8 -11 -4 -1
right_child=1 -3 3 6 5 -7 9 -9 -10 11 -12 -13 -14 -15
leaf_value=0.0055612074488050134 0.028336637481039765 -0.021316768906708496 -0.0084661236251474814 -0.0012243120787351935 -0.012752376900210466 -0.049298804082643824 0.0081226071855977425 -0.039791676772720809 0.025006106815233149 0.045026535318962162 -0.030349980511573643 0.007742103238323055 0.020982290993831986 0.025380353378528338
leaf_weight=47 47 59 70 2832 47 46 220 47 56 46 47 84 52 46
leaf_count=47 47 59 70 2832 47 46 220 47 56 46 47 84 52 46
internal_value=0 -0.000862185 -0.000526169 -0.000908851 -0.0110208 -0.0308379 -0.000256122 -0.00134144 -0.000715405 0.00776549 0.00134721 0.0209414 0.00407895 0.015373
internal_weight=0 3653 3594 3547 215 93 3332 2935 2888 397 267 130 122 93
internal_count=3746 3653 3594 3547 215 93 3332 2935 2888 397 267 130 122 93
is_linear=0
shrinkage=0.0995203


Tree=347
num_leaves=13
num_cat=0
split_feature=7 10 13 20 8 5 0 0 5 26 26 5
split_gain=2.22401 2.47257 4.62576 2.58906 7.97879 19.3162 4.28282 4.03971 5.99014 2.95196 2.86239 2.63383
threshold=-0.230575 0.09407500000000002 0.086115000000000011 0.0074100000000000017 -0.0066399999999999992 -0.035924999999999999 0.15834000000000004 -0.18357499999999999 -0.087969999999999993 -0.14224499999999998 -0.0026699999999999996 -0.072054999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 10 -6 7 8 -2 -9 -5 -12
right_child=1 -3 -4 4 5 -7 -8 9 -10 -11 11 -13
leaf_value=0.019451176681129546 0.0027118455688248133 -0.021095670545336752 0.030634743675433389 0.02106536337872179 0.007561035887560962 -0.074253663673543469 0.02779222594283973 0.011248772470165064 0.04526659039138848 -0.0020234129307201303 -0.022977624673182005 0.0081155674189838656
leaf_weight=55 114 58 47 61 62 53 54 176 46 2911 49 60
leaf_count=55 114 58 47 61 62 53 54 176 46 2911 49 60
internal_value=0 -0.000709412 -0.000383725 -0.000790498 -0.00989125 -0.0301378 -4.51341e-06 -0.000467046 0.0149515 -0.00126646 0.0038001 -0.0058546
internal_weight=0 3691 3633 3586 285 115 3301 3247 160 3087 170 109
internal_count=3746 3691 3633 3586 285 115 3301 3247 160 3087 170 109
is_linear=0
shrinkage=0.0995203


Tree=348
num_leaves=20
num_cat=0
split_feature=6 6 6 6 1 1 27 26 1 17 17 1 1 1 1 2 3 17 19
split_gain=1.81417 7.31115 7.60246 3.75764 10.543 6.28086 5.65307 4.73378 4.89853 3.24274 5.575 2.81452 3.79601 2.29798 3.28743 2.28072 4.10287 3.12336 1.25828
threshold=0.082725000000000021 0.049085000000000011 0.024640000000000006 -0.0065449999999999996 -0.077084999999999987 -0.0101 -0.032854999999999995 0.0054200000000000012 -0.28064499999999998 0.4839500000000001 0.31316500000000008 0.11120500000000003 -0.007069999999999999 -0.17548999999999998 -0.112275 -0.080069999999999988 0.08544000000000003 0.043850000000000007 0.12019000000000003
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 7 -6 -1 8 -5 10 -8 12 13 -2 -15 16 -16 -17 -11
right_child=11 -3 -4 4 5 -7 9 -9 -10 18 -12 -13 -14 14 15 17 -18 -19 -20
leaf_value=0.031439167150199038 -0.017624405268513242 -0.041417681404748247 0.038704694795690893 0.00097720405975327846 -0.064759332391292251 -0.016497609958972075 -0.001108206341870729 0.023654929940979921 -0.032807230404500551 0.027758274549793259 -0.029045548828347013 -0.02076792854697793 0.031373607846452357 0.022940534681680998 0.0074633235800350963 0.016615385875968225 -0.0078513271282618265 -0.00024630746844603562 0.0063612952421981638
leaf_weight=54 55 46 46 167 47 62 1611 61 57 46 74 50 46 78 292 201 426 237 67
leaf_count=54 55 46 46 167 47 62 1611 61 57 46 74 50 46 78 292 201 426 237 67
internal_value=0 -0.00213357 -0.00134478 -0.0021654 -0.0109909 -0.0373152 -0.000287392 -0.00092011 -0.00761608 -0.0012407 -0.00233561 0.00241151 0.00328026 0.00227707 0.00316475 0.00182969 -0.00162194 0.00748972 0.0150788
internal_weight=0 2338 2292 2246 394 109 1852 285 224 1798 1685 1385 1335 1289 1234 1156 718 438 113
internal_count=3723 2338 2292 2246 394 109 1852 285 224 1798 1685 1385 1335 1289 1234 1156 718 438 113
is_linear=0
shrinkage=0.0995203


Tree=349
num_leaves=9
num_cat=0
split_feature=22 0 30 2 23 8 2 21
split_gain=1.70231 2.43343 1.84875 2.38244 2.52765 3.43919 4.73641 2.89651
threshold=0.13191500000000003 -0.25289499999999993 -1.0000000180025095e-35 0.50951500000000005 1.0000000180025095e-35 -0.36115499999999995 0.11241000000000002 0.092005000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -4
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=0.021446781907378715 -0.017939869205166128 0.018956054502512625 0.027510750547766815 -0.021451076272798512 -0.023067977645822687 -7.2275414147956443e-05 -0.023734369074513807 -0.0038156846827339902
leaf_weight=51 54 48 80 54 48 3256 86 46
leaf_count=51 54 48 80 54 48 3256 86 46
internal_value=0 -0.000140068 -0.000444587 -0.000705665 -0.000386817 -7.26541e-05 -0.00068142 0.0160676
internal_weight=0 3669 3618 3570 3516 3468 3342 126
internal_count=3723 3669 3618 3570 3516 3468 3342 126
is_linear=0
shrinkage=0.0995203


Tree=350
num_leaves=13
num_cat=0
split_feature=0 11 4 5 2 1 4 4 1 11 3 0
split_gain=1.45741 12.6794 8.6037 7.47095 6.8793 6.19169 5.2177 4.71221 4.86955 3.03727 2.84786 4.86668
threshold=0.0083400000000000019 -0.075149999999999981 0.08167000000000002 0.25642500000000007 -0.097214999999999996 -0.50290499999999982 0.15437000000000003 0.14257000000000006 -0.215865 -0.15367499999999998 0.14530500000000005 -0.063914999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 4 -4 -3 -5 7 8 -1 -10 11 -11
right_child=1 2 3 5 -6 -7 -8 -9 9 10 -12 -13
leaf_value=0.031077346990303883 -0.051823810214565308 -0.048078448052948107 0.038643577917898603 -0.020902911872815691 0.0041230733107337067 0.022925999421370774 0.032856527134450031 -0.031479684437628691 0.024893317920252553 0.0001450453857420106 0.020024373534455242 -0.014281319771734718
leaf_weight=50 52 51 73 71 49 58 48 47 47 2860 65 252
leaf_count=50 52 51 73 71 49 58 48 47 47 2860 65 252
internal_value=0 -0.00643336 0.00137951 0.0132009 -0.0224915 -0.00119054 0.000279188 -0.000191422 0.000257488 -0.000220234 -0.000592018 -0.00102289
internal_weight=0 354 302 202 100 129 3369 3321 3274 3224 3177 3112
internal_count=3723 354 302 202 100 129 3369 3321 3274 3224 3177 3112
is_linear=0
shrinkage=0.0995203


Tree=351
num_leaves=22
num_cat=0
split_feature=1 27 18 4 26 6 7 30 10 2 18 6 2 18 19 18 1 19 18 3 2
split_gain=1.51714 3.92136 3.90133 6.54434 8.48652 4.41597 4.00267 4.22759 3.73289 7.75435 6.28617 2.85341 14.063 4.38955 4.39425 4.10967 3.98613 3.65275 3.5275 3.25584 1.76526
threshold=-0.061135000000000002 -0.032854999999999995 0.11061000000000003 0.081540000000000015 0.10519000000000002 -0.013304999999999999 0.077685000000000018 0.082470000000000029 0.055760000000000011 -0.10934999999999999 -0.057764999999999997 -0.0065449999999999996 0.10003000000000002 0.11835500000000003 0.11779500000000002 0.10189500000000003 0.012830000000000003 0.11183000000000003 0.092235000000000025 0.098000000000000018 -0.082174999999999984
decision_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 -4 -1 7 8 9 -7 -10 13 16 15 -15 17 19 18 -3 20 -13
right_child=1 11 3 -5 -6 6 -8 -9 10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.030746860308472349 0.021071629177978862 -0.0038745300017063262 -0.050952916373182923 0.016202314884899073 -0.0024035406770109382 -0.036310604544577393 -0.025220143913967284 -0.025230338361584521 -0.0011674663733617834 0.004959271565984736 0.049237991783420081 -0.013956487383330175 -0.056814437237501909 0.0393854802390936 0.0020271828573911444 -0.028518007811471478 0.015696362341096767 0.019518479297971222 0.020968812386778855 -0.027280275675947631 0.012148742606524213
leaf_weight=58 70 1391 60 63 88 47 49 48 50 1109 48 46 56 50 83 59 86 76 59 69 58
leaf_count=58 70 1391 60 63 88 47 49 48 50 1109 48 46 56 50 83 59 86 76 59 69 58
internal_value=0 -0.0020865 0.00196565 -0.0106538 -0.0220913 0.00385601 0.00270095 0.00375237 0.00486241 0.00328063 0.0235126 -0.00288428 -0.0115919 -0.00128724 0.0160778 -0.00274489 -0.00181083 -0.00174788 -0.0028631 -0.0105186 0.000594326
internal_weight=0 2103 1620 211 148 1409 1351 1302 1254 1156 98 2033 315 1718 133 1585 259 1526 1450 173 104
internal_count=3723 2103 1620 211 148 1409 1351 1302 1254 1156 98 2033 315 1718 133 1585 259 1526 1450 173 104
is_linear=0
shrinkage=0.0995203


Tree=352
num_leaves=25
num_cat=0
split_feature=18 3 9 4 4 4 4 10 4 0 18 9 18 8 8 22 3 17 17 17 17 3 17 4
split_gain=2.0821 5.03769 7.32879 5.3198 7.30119 5.74799 5.28699 4.8851 4.33263 3.59945 4.54812 6.75425 4.40896 4.31261 8.06127 4.06588 5.11031 3.90656 8.38027 5.09467 3.46673 2.80756 4.81959 1.25101
threshold=-0.0010249999999999999 0.07728500000000002 -0.079864999999999992 0.10515500000000001 0.092345000000000024 0.085230000000000014 0.08024000000000002 0.078340000000000021 0.08858000000000002 -0.16969499999999998 0.082540000000000016 -0.063329999999999984 0.089020000000000016 -0.1205 -0.076554999999999998 0.082075000000000023 0.097095000000000029 0.077740000000000017 0.026115000000000006 0.13629500000000003 -0.022884999999999999 0.085355000000000028 0.41580500000000009 0.11181500000000001
decision_type=2 2 2 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 6 -4 9 -9 15 11 13 20 -11 -15 16 -2 18 -13 -19 -12 -14 -23 -10
right_child=7 2 3 -5 -6 -7 -8 8 23 10 12 17 21 14 -16 -17 -18 19 -20 -21 -22 22 -24 -25
leaf_value=0.032062800123013213 -0.0032475343995438757 -0.029950823726514662 0.0025179605024294918 0.030631470040701752 -0.032059748764354183 0.036401941054395634 -0.030077090562479123 -0.045422438056241257 0.0033230092426023592 0.030160432280676663 0.040509620294673719 -0.014914216058155672 -0.02125798918024659 -0.033437872951592083 0.018149276004703507 -0.012432556110221092 0.037251859420997895 -0.055274342290546445 0.025111309911463455 -0.014336879559987813 0.0065934634897741569 -0.0018168187346780547 0.027310434694958328 -0.019874492635748097
leaf_weight=53 51 73 1465 63 63 48 51 47 46 59 47 379 62 50 75 49 78 47 60 84 82 608 62 46
leaf_count=53 51 73 1465 63 63 48 51 47 46 59 47 379 62 50 75 49 78 47 60 84 82 608 62 46
internal_value=0 0.00183101 0.000921703 0.00225574 0.00115648 0.002495 0.00142088 -0.00286243 -0.0208361 -0.00146858 -0.00294933 -0.00859315 0.00199215 0.00798243 -0.00247904 0.0119617 0.0212341 -0.0139453 -0.00944189 -0.0290306 0.0189569 -0.000996412 0.000877319 -0.00826685
internal_weight=0 1816 1763 1690 1627 1564 1516 1932 139 1793 1615 754 861 184 125 178 129 570 439 131 129 732 670 92
internal_count=3748 1816 1763 1690 1627 1564 1516 1932 139 1793 1615 754 861 184 125 178 129 570 439 131 129 732 670 92
is_linear=0
shrinkage=0.0995203


Tree=353
num_leaves=29
num_cat=0
split_feature=18 5 5 4 0 3 17 17 1 3 4 17 1 17 17 17 11 9 17 1 3 0 0 9 8 9 2 9
split_gain=1.68834 6.15692 5.80349 10.0458 5.92255 5.61844 6.9282 4.47979 4.26539 7.29305 7.1359 2.77653 7.12041 6.30712 2.83184 2.42875 5.61985 6.60126 5.07954 6.77685 2.07142 2.0623 3.47403 4.46897 3.31505 2.53251 1.43246 0.372759
threshold=-0.0010249999999999999 0.25032500000000008 -0.012164999999999999 0.08024000000000002 -0.14731999999999998 0.092635000000000023 0.11639500000000001 -0.00067499999999999993 -0.15353499999999998 0.11604000000000002 0.08167000000000002 0.061900000000000018 -0.018369999999999997 0.19454500000000005 0.51326500000000019 -0.049834999999999997 -0.087979999999999989 0.084795000000000023 -0.07107999999999999 -0.0046399999999999992 0.091140000000000013 -0.093765000000000001 -0.087300000000000003 -0.079864999999999992 -0.086254999999999984 0.11296000000000002 -0.083589999999999984 0.08735500000000003
decision_type=2 2 2 2 2 2 2 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 -4 6 7 26 9 10 -2 15 13 -13 20 18 -17 -18 19 -10 -14 -6 24 -24 -23 -25 -1 -8
right_child=1 -3 4 -5 21 -7 27 -9 11 -11 -12 12 14 -15 -16 16 17 -19 -20 -21 -22 22 23 25 -26 -27 -28 -29
leaf_value=-0.0066000302828503011 0.0073808812290094231 -0.03155365620198812 -0.036842887830487121 0.055201898361819095 0.015628985109899803 0.028822772792999014 -0.028987796497255403 0.027317499320979679 -0.013824877790318791 -0.016131740658170399 0.05753069770125719 -0.050145722323685638 -0.022069563081909171 -0.0037086131433079652 0.019020194993050868 -0.031301367712264092 0.0145177084360203 -0.0030773784865577051 -0.035360292441331459 0.019028542382841716 -0.0010017704502778494 -0.0011455691174050387 -0.028785166192607427 0.0028018446903722459 -0.03438238520865107 -0.019730151114872349 0.012781446250222102 -0.016322799720012469
leaf_weight=116 70 70 46 46 74 88 46 88 180 56 47 69 62 50 53 48 342 552 56 95 182 60 50 988 59 52 56 47
leaf_count=116 70 70 46 46 74 88 46 88 180 56 47 69 62 50 53 48 342 552 56 95 182 60 50 988 59 52 56 47
internal_value=0 -0.0025776 0.00164879 0.0109429 -0.00175633 0.00632443 0.000713454 0.00905423 -0.00148783 0.0133944 0.0275335 -0.00301267 -0.0100714 -0.0306412 -0.00182682 -0.000705331 0.00187074 0.00365271 -0.00803911 -0.00247254 -0.00635842 -0.00049772 -0.00148548 0.000276474 -0.0176312 0.00167446 -0.000285021 -0.022596
internal_weight=0 1932 1816 487 1329 441 353 260 1862 173 117 1689 416 119 297 1273 942 894 331 275 244 1283 1209 1090 119 1040 172 93
internal_count=3748 1932 1816 487 1329 441 353 260 1862 173 117 1689 416 119 297 1273 942 894 331 275 244 1283 1209 1090 119 1040 172 93
is_linear=0
shrinkage=0.0995203


Tree=354
num_leaves=15
num_cat=0
split_feature=0 9 2 21 9 2 0 27 26 3 2 7 30 10
split_gain=1.59831 10.4111 5.77451 3.8626 5.11516 3.65035 3.16867 2.82414 2.68624 3.8755 3.19407 2.85434 2.92446 0.879168
threshold=0.0083400000000000019 -0.084134999999999988 0.42136500000000005 0.085190000000000016 0.095055000000000014 -0.021165 -0.014889999999999999 -0.032854999999999995 0.11928500000000002 0.11252000000000002 -0.060455000000000002 -0.074334999999999998 0.10940500000000002 0.087045000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -3 7 -1 11 10 -10 -9 -13 -6
right_child=1 3 -4 -5 13 -7 -8 8 9 -11 -12 12 -14 -15
leaf_value=0.018257497834420315 -0.04892348223976524 0.032874495219944032 0.034461810529610476 -0.023827397685548746 -0.0034076994533061389 0.0022406638965991239 0.023170487503104076 -0.021014511045204201 -0.012862114910107978 -0.031144503101037311 0.019030088552504629 -0.0003476707717772844 0.023693431361490186 -0.022482324934684363
leaf_weight=76 50 72 48 55 49 83 56 65 96 70 46 2884 51 47
leaf_count=76 50 72 48 55 49 83 56 65 96 70 46 2884 51 47
internal_value=0 -0.00682081 0.000188541 5.60372e-05 0.00529272 0.0164759 -0.000303175 -0.000703219 -0.00115211 -0.0119787 -0.00252507 -0.000386754 6.98007e-05 -0.0127549
internal_weight=0 356 3392 306 251 155 3344 3288 3212 212 142 3000 2935 96
internal_count=3748 356 3392 306 251 155 3344 3288 3212 212 142 3000 2935 96
is_linear=0
shrinkage=0.0995203


Tree=355
num_leaves=31
num_cat=0
split_feature=6 0 0 6 26 6 6 5 0 0 26 6 26 26 5 5 0 5 0 6 5 26 26 9 26 26 6 6 26 9
split_gain=1.4724 7.58952 6.37579 3.32 6.27361 6.12654 2.96313 6.86939 7.97533 6.8513 5.42877 4.27148 4.69244 2.93461 2.79419 2.58234 5.18748 2.29135 4.80775 4.52639 3.88242 1.80939 1.54781 2.26762 1.20953 2.08834 1.34439 1.14811 1.11206 0.440128
threshold=0.08463500000000003 -0.103645 -0.15137999999999999 0.049085000000000011 0.083705000000000016 0.024640000000000006 -0.011749999999999998 -0.068984999999999991 -0.088084999999999983 0.024745000000000007 -0.08274999999999999 -0.031674999999999995 0.083705000000000016 -0.236315 -0.004089999999999999 -0.061665000000000005 -0.078664999999999999 -0.085034999999999986 -0.071799999999999989 0.092705000000000023 -0.093384999999999982 -0.066534999999999997 0.088325000000000028 0.088710000000000025 0.096155000000000018 0.10393000000000002 0.11146500000000002 0.092980000000000021 0.088545000000000026 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 2 2 2 2
left_child=3 2 -2 5 -5 6 9 -8 -9 11 -10 13 -13 -1 15 17 22 20 19 -19 -3 -16 29 -24 26 -26 27 -23 -22 -17
right_child=1 14 -4 4 -6 -7 7 8 10 -11 -12 12 -14 -15 21 16 -18 18 -20 -21 28 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.020831758485821424 0.0061572238834494818 -0.015718843183329521 0.054486679838560662 -0.04591774067518177 0.0057675951643585254 0.03479021335079277 0.024311773537897728 -0.042775017620428936 -0.03635037035441769 -0.037280806679856442 -0.0026409402117096074 0.041086685450057413 -0.0021520349325697655 -0.00093352879416108237 0.011844860577093674 0.018863201500931383 0.03257807012064079 -0.046830606606245814 0.0078369542440922101 -0.0061060248760535316 0.0073840458358183526 -0.014430794637194926 -0.011606517514544864 0.0096067853950889421 0.013663867587413118 -0.013291954112344868 -0.024986191336423474 0.0011183030291190394 0.026786648563928914 0.007537277479127474
leaf_weight=64 62 58 48 47 46 46 58 71 54 47 383 54 46 1484 47 48 74 48 83 62 69 123 112 90 55 59 65 76 51 118
leaf_count=64 62 58 48 47 46 46 58 71 54 47 383 54 46 1484 47 48 74 48 83 62 69 123 112 90 55 59 65 76 51 118
internal_value=0 0.00220217 0.0272539 -0.00190803 -0.0203442 -0.00116448 -0.00189634 -0.00813103 -0.0118367 0.000185091 -0.00680828 0.00125409 0.0211887 -3.31425e-05 -2.30924e-05 0.00339468 0.00853378 -0.00272569 -0.0102382 -0.0238842 0.00541531 -0.00656302 0.00369656 -0.00215099 -0.008854 -0.000279771 -0.0125534 -0.00848833 0.015637 0.0108172
internal_weight=0 1348 110 2400 93 2307 2261 566 508 1695 437 1648 100 1548 1238 813 442 371 193 110 178 425 368 202 378 114 264 199 120 166
internal_count=3748 1348 110 2400 93 2307 2261 566 508 1695 437 1648 100 1548 1238 813 442 371 193 110 178 425 368 202 378 114 264 199 120 166
is_linear=0
shrinkage=0.0995203


Tree=356
num_leaves=8
num_cat=0
split_feature=3 3 3 9 4 30 10
split_gain=1.76093 3.04893 2.10595 2.44957 2.64392 2.37521 3.86803
threshold=-0.16443499999999997 -0.03893499999999999 1.0000000180025095e-35 -0.25326499999999996 0.14367000000000005 0.094680000000000028 0.09056500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.018280057190225345 0.022781739566849479 -0.015891762621644684 -0.019433589630344895 0.00028107774525886598 0.022533067726065073 -0.016717264127025629 0.025572769506200688
leaf_weight=51 59 81 61 3298 54 79 61
leaf_count=51 59 81 61 3298 54 79 61
internal_value=0 0.000339696 -2.44381e-05 0.000337069 0.000682668 0.000339229 0.000740623
internal_weight=0 3693 3634 3553 3492 3438 3359
internal_count=3744 3693 3634 3553 3492 3438 3359
is_linear=0
shrinkage=0.0995203


Tree=357
num_leaves=20
num_cat=0
split_feature=5 29 17 3 3 26 0 1 1 3 1 5 5 5 6 0 0 29 0
split_gain=1.71544 5.14118 5.72503 8.13766 7.05545 7.86225 6.7147 4.12463 12.4925 5.98237 4.10474 3.87704 3.11836 2.83511 5.07459 3.08938 6.98661 2.9033 2.3097
threshold=0.043850000000000007 0.0061000000000000013 -0.092649999999999996 0.10525500000000003 0.08785500000000003 0.083760000000000015 -0.032274999999999991 0.031740000000000011 -0.017214999999999998 0.11663500000000003 -0.50763499999999995 0.022285000000000003 0.0047850000000000011 -1.0000000180025095e-35 0.08481000000000001 -0.23177499999999998 -0.20796499999999998 0.0035350000000000004 -0.26289499999999993
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 4 6 5 -2 -4 8 10 -9 -6 12 13 15 -15 18 -17 -18 -1
right_child=1 -3 3 -5 7 -7 -8 9 -10 -11 -12 -13 -14 14 -16 16 17 -19 -20
leaf_value=-0.0017453878522220854 0.0010488047125190262 0.028511977204944743 -0.026467245494972837 -0.053538686040171347 0.030076276752974539 -0.054537925042142034 0.016509185422325833 -0.039636741456668623 0.056075195218838865 0.0042379210613015562 -0.0014035911196007889 0.0244461551268958 -0.019016777901204963 0.040943179072530762 -0.0050481076854007973 0.030657098113439262 0.0010444183715852544 -0.01801278638223917 -0.032971532547990318
leaf_weight=48 53 47 84 53 46 48 63 50 47 80 379 70 77 48 47 78 2298 82 46
leaf_count=48 53 47 84 53 46 48 63 50 47 80 379 70 77 48 47 78 2298 82 46
internal_value=0 -0.00357577 -0.0052468 -0.0201036 -0.00101894 -0.0253606 -0.00804321 0.00306359 0.00738789 -0.0126307 0.00200172 0.00131966 0.000725064 0.00129965 0.018181 0.000670913 0.00134836 0.000387481 -0.017035
internal_weight=0 950 903 200 703 101 147 602 472 130 425 2794 2724 2647 95 2552 2458 2380 94
internal_count=3744 950 903 200 703 101 147 602 472 130 425 2794 2724 2647 95 2552 2458 2380 94
is_linear=0
shrinkage=0.0995203


Tree=358
num_leaves=12
num_cat=0
split_feature=8 8 8 9 17 0 1 0 0 21 1
split_gain=1.55316 3.96175 3.69529 3.53972 2.95794 2.29062 3.0221 2.05895 9.58143 8.8049 1.32568
threshold=-0.409445 -0.47145500000000001 -0.23488499999999998 -0.095574999999999993 0.011640000000000003 0.12512500000000001 -0.51253999999999988 -0.142265 -0.117355 -0.0092899999999999996 -0.44477499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 -1 6 -5 9 -9 -8 -7
right_child=2 -3 3 5 -6 10 7 8 -10 -11 -12
leaf_value=0.012375514378913625 0.025446593200050684 -0.030925056118312137 -0.02006364441818426 -0.024350458968071892 -0.018801050938258769 0.027757316199011145 -0.025143042537347102 -0.038141328756070958 0.00050546377685316789 0.014298076312796806 0.004096638410763671
leaf_weight=81 58 56 84 49 48 47 68 65 2822 319 47
leaf_count=81 58 56 84 49 48 47 68 65 2822 319 47
internal_value=0 -0.00882075 0.000531922 0.000118934 0.000768583 0.000615321 0.000181697 0.000549105 -0.000364375 0.00736574 0.0159357
internal_weight=0 185 3559 3501 129 3417 3323 3274 2887 387 94
internal_count=3744 185 3559 3501 129 3417 3323 3274 2887 387 94
is_linear=0
shrinkage=0.0995203


Tree=359
num_leaves=9
num_cat=0
split_feature=3 3 3 3 11 9 4 0
split_gain=1.45063 2.48435 1.81081 3.19792 2.47209 2.11673 2.03632 2.54482
threshold=-0.16443499999999997 -0.03893499999999999 0.0040650000000000009 0.081225000000000019 -0.085504999999999984 -0.25326499999999996 0.14095000000000005 -0.23177499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -5 7 -7
right_child=1 2 3 5 -6 6 -8 -9
leaf_value=-0.016606770241857326 0.020550968861933323 0.0024541139015244952 0.022915646993869943 -0.019090250156295729 -0.02980932444173251 -0.015983505569122137 0.017296843397776828 0.00037429796159103325
leaf_weight=51 59 47 61 57 47 97 68 3257
leaf_count=51 59 47 61 57 47 97 68 3257
internal_value=0 0.000293045 -3.56287e-05 0.000326154 -0.0136689 -6.96903e-05 0.000246895 -9.85372e-05
internal_weight=0 3693 3634 3540 94 3479 3422 3354
internal_count=3744 3693 3634 3540 94 3479 3422 3354
is_linear=0
shrinkage=0.0995203


Tree=360
num_leaves=27
num_cat=0
split_feature=3 3 9 9 2 27 27 1 3 1 1 6 1 18 1 1 1 27 27 1 1 17 2 17 5 5
split_gain=1.44477 4.87398 5.24363 11.1196 4.53821 3.11228 7.12486 3.99487 6.4513 8.02143 4.95509 7.80423 4.00412 3.41727 3.11143 3.60265 3.40916 3.96508 5.90218 3.34353 2.95199 2.94314 2.16693 1.97826 1.97036 1.82167
threshold=0.097880000000000023 0.10648500000000002 -0.0060949999999999997 0.084535000000000013 -0.087804999999999994 0.083650000000000016 0.093190000000000023 0.50462500000000021 0.11926500000000002 -0.11064999999999998 0.024780000000000007 -0.055679999999999993 -0.029404999999999997 -0.020389999999999998 0.50996500000000011 0.11120500000000003 0.057265000000000017 1.0000000180025095e-35 0.085540000000000019 0.005935000000000001 0.021350000000000004 -0.53299999999999992 -0.0083149999999999995 -1.0000000180025095e-35 -0.50273499999999982 -0.079124999999999987
decision_type=2 2 2 2 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 -2 -4 -5 7 -7 8 10 -10 13 -12 -11 -3 15 16 17 19 -19 21 -21 -1 -8 -6 -17 -25
right_child=1 5 3 4 23 6 22 -9 9 12 11 -13 -14 -15 -16 24 -18 18 -20 20 -22 -23 -24 25 -26 -27
leaf_value=0.020031900646570018 -0.018390176334486284 0.0097311207616470798 0.054612453433413415 -0.016264651399024804 0.031440861920538687 0.045101516429900693 0.0093154457299969105 -0.026249927844245416 -0.022140939071186194 0.042190134069708757 -0.0087214018583790572 -0.057181899724419984 0.011091270885979563 -0.013628406117693937 0.021605046583301393 -0.006786702263732877 0.022931693831901887 -0.03944652743472743 0.0017757540576678087 -0.035782464565735091 -0.00048379546053720302 -8.1271588314095413e-05 -0.016961456025881401 0.02060489984469397 -0.033767093745253121 -0.0021722854498670025
leaf_weight=75 46 139 64 58 55 46 85 68 64 51 110 47 210 112 59 58 59 65 73 48 46 1834 49 69 50 70
leaf_count=75 46 139 64 58 55 46 85 68 64 51 110 47 210 112 59 58 59 65 73 48 46 1834 49 69 50 70
internal_value=0 0.00312491 0.0129945 0.0175657 0.0081538 -0.000516249 0.0113076 -0.00317432 -0.00103249 0.00942721 -0.00936637 -0.0232339 0.0171712 -0.000688993 -0.000961556 -0.00153879 -0.000667226 -0.00131793 -0.0176346 -0.000193356 -0.0185174 0.000708498 -0.000287166 0.0154584 -0.0192852 0.00912849
internal_weight=0 1343 362 316 252 981 180 801 733 325 408 157 261 251 2367 2308 2200 2141 138 2003 94 1909 134 194 108 139
internal_count=3710 1343 362 316 252 981 180 801 733 325 408 157 261 251 2367 2308 2200 2141 138 2003 94 1909 134 194 108 139
is_linear=0
shrinkage=0.0995203


Tree=361
num_leaves=12
num_cat=0
split_feature=8 8 8 17 6 10 27 10 0 1 2
split_gain=1.87016 3.31461 2.29231 4.31522 2.49502 2.28118 5.10311 3.88647 3.26234 4.98409 4.74051
threshold=0.097995000000000013 0.090890000000000012 0.11446000000000002 -0.27561999999999998 -0.090715000000000004 0.088065000000000018 -0.079769999999999994 0.078340000000000021 0.061855000000000014 -0.50597999999999999 -0.021165
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 -5 6 -1 8 9 -8 -10
right_child=2 -3 3 4 -6 -7 7 -9 10 -11 -12
leaf_value=-0.032560549815409234 -0.022008144260439601 0.026502630285143141 -0.02562018796220911 0.027133961702296733 -0.0024497528876455802 0.020612067266967397 -0.029230586432177307 -0.021280129191813036 0.038887631204944255 0.0012689594507036288 -0.0018815190012974284
leaf_weight=46 78 50 51 46 73 56 54 77 55 3066 58
leaf_count=46 78 50 51 46 73 56 54 77 55 3066 58
internal_value=0 0.00106415 -0.00788207 -0.00139588 0.0089791 0.000691135 0.000358479 0.000816212 0.00134273 0.00074082 0.0179546
internal_weight=0 3462 248 170 119 3412 3356 3310 3233 3120 113
internal_count=3710 3462 248 170 119 3412 3356 3310 3233 3120 113
is_linear=0
shrinkage=0.0995203


Tree=362
num_leaves=15
num_cat=0
split_feature=8 9 9 8 1 9 2 1 38 1 11 1 27 27
split_gain=1.51657 4.68541 3.37186 2.68769 2.22729 2.18755 7.57689 3.80286 4.05624 4.63086 3.17409 3.67633 5.59489 4.4156
threshold=0.097995000000000013 0.099125000000000033 0.10814500000000002 0.090890000000000012 -0.063809999999999992 -0.01042 -0.021165 -0.36347499999999994 -1.0000000180025095e-35 0.51334500000000016 -0.079369999999999996 0.42491000000000007 0.085370000000000015 0.078330000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 5 -2 6 -1 -8 -9 -10 -7 12 13 -12
right_child=1 2 -4 -5 -6 10 7 8 9 -11 11 -13 -14 -15
leaf_value=0.041707287053034045 -0.0060551764389750722 0.026048056549428638 -0.007026143886481478 0.023865083915943393 -0.033238252287308645 -0.0207072242995416 -0.023084621653509236 0.032868035844533142 0.0073459212931455391 -0.025922196932811763 -0.00014731938533184342 0.024753743015458303 -0.026983667037333143 0.02999654543182375
leaf_weight=55 54 51 76 50 67 74 51 48 242 50 2708 59 76 49
leaf_count=55 54 51 76 50 67 74 51 48 242 50 2708 59 76 49
internal_value=0 -0.00709797 0.00624918 0.000958226 -0.0211137 0.000622305 0.00712075 0.00225354 0.00605667 0.00164652 -0.000354596 0.000165901 -0.000345877 0.000388129
internal_weight=0 248 127 3462 121 3412 446 391 340 292 2966 2892 2833 2757
internal_count=3710 248 127 3462 121 3412 446 391 340 292 2966 2892 2833 2757
is_linear=0
shrinkage=0.0995203


Tree=363
num_leaves=11
num_cat=0
split_feature=9 2 21 21 1 13 18 18 0 3
split_gain=1.66509 1.92058 1.92863 3.96406 8.38708 4.38215 3.94222 2.56293 4.3819 2.48382
threshold=-0.37999999999999995 0.31534000000000012 -0.085914999999999991 -0.047889999999999995 0.00095500000000000023 1.0000000180025095e-35 -0.027300000000000001 0.24916000000000005 -0.23058999999999999 0.089535000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 9 7 -2 8 -5 -4
right_child=1 -3 3 5 -6 -7 -8 -9 -10 -11
leaf_value=0.016822041945201982 -0.0048073703569933924 -0.014951230806410372 -0.013703179558044539 0.023001286181500588 -0.041304958043520232 0.029386221047456362 0.026054259224150906 -0.017215141391822768 8.8471912967157779e-05 0.017503598202065124
leaf_weight=60 80 82 46 85 70 52 84 81 3014 56
leaf_count=60 80 82 46 85 70 52 84 81 3014 56
internal_value=0 0.000107145 0.000453447 -5.41815e-05 -0.0147761 0.000729035 0.0109948 0.000260169 0.000717194 0.00342193
internal_weight=0 3650 3568 3404 172 3232 164 3180 3099 102
internal_count=3710 3650 3568 3404 172 3232 164 3180 3099 102
is_linear=0
shrinkage=0.0995203


Tree=364
num_leaves=8
num_cat=0
split_feature=30 10 13 27 7 36 7
split_gain=1.71575 2.5883 3.70063 2.74729 2.6507 2.631 1.99703
threshold=-1.0000000180025095e-35 0.09407500000000002 0.086115000000000011 -0.086859999999999993 0.093110000000000012 0.092765000000000028 0.079440000000000024
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.018429494898838182 -0.020804139433857408 -0.020838178719830056 0.027577537403117178 0.00011448019244856918 0.021931954189181403 -0.023631729893996617 -0.02032761204787473
leaf_weight=48 65 61 47 3399 53 48 48
leaf_count=48 65 61 47 3399 53 48 48
internal_value=0 -0.000506797 -0.000167717 -0.00052887 -0.000157193 -0.000492398 -0.000169942
internal_weight=0 3721 3660 3613 3548 3495 3447
internal_count=3769 3721 3660 3613 3548 3495 3447
is_linear=0
shrinkage=0.0995203


Tree=365
num_leaves=12
num_cat=0
split_feature=27 10 13 3 19 8 8 4 1 5 4
split_gain=1.31246 1.97334 2.88753 2.24585 6.26755 3.47683 5.74534 2.24639 2.36071 9.74276 2.70025
threshold=-0.079769999999999994 0.09407500000000002 0.086115000000000011 0.084235000000000018 0.082010000000000013 -0.010374999999999999 -0.085165000000000005 0.14996500000000004 -0.14482999999999999 0.25032500000000008 0.13440000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 9 -5 -10
right_child=1 -3 -4 7 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.012615016882476139 0.0022266500003127539 -0.018499597912765543 0.024833014967077186 0.025088435999135888 -0.041583830109700542 0.015147894123513998 -0.028565746030929356 0.020826186653318424 9.6555420838786643e-05 -0.0091247672336748579 -0.019562381569348315
leaf_weight=83 180 56 47 170 46 84 90 55 2727 160 71
leaf_count=83 180 56 47 170 46 84 90 55 2727 160 71
internal_value=0 3.94761e-05 0.000325704 4.00063e-06 -0.00702434 -0.00253124 -0.00803445 0.000887493 0.000536646 0.00849774 -0.000402003
internal_weight=0 3686 3630 3583 400 354 270 3183 3128 330 2798
internal_count=3769 3686 3630 3583 400 354 270 3183 3128 330 2798
is_linear=0
shrinkage=0.0995203


Tree=366
num_leaves=13
num_cat=0
split_feature=30 10 13 3 19 1 2 5 20 20 18 5
split_gain=1.3355 1.71561 2.43666 1.87243 5.60056 3.37828 5.89993 2.47825 1.39672 5.36299 3.10259 2.0099
threshold=-1.0000000180025095e-35 0.09407500000000002 0.086115000000000011 0.084235000000000018 0.082010000000000013 -0.08616 -0.087444999999999995 0.040570000000000016 -0.15398499999999998 -0.25378999999999996 0.30956000000000011 -0.54623499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2 9 -5 11 -10
right_child=1 -3 -4 8 -6 6 -8 -9 10 -11 -12 -13
leaf_value=0.016278528953851318 0.021512516264008817 -0.016980878604897331 0.022361630641970248 -0.010484587861224404 -0.039114787671384335 0.022339313588977675 -0.017398180527872713 -0.0074068678877500316 0.020323180820365438 0.029810853480642368 -0.025170511502731627 1.9342832348761758e-06
leaf_weight=48 78 61 47 63 47 46 189 47 49 68 48 2978
leaf_count=48 78 61 47 63 47 46 189 47 49 68 48 2978
internal_value=0 -0.000428161 -0.000152058 -0.000445156 -0.00680391 -0.00258326 -0.00961629 0.0106323 0.000361828 0.0104259 -6.66509e-05 0.000331158
internal_weight=0 3721 3660 3613 407 360 235 125 3206 131 3075 3027
internal_count=3769 3721 3660 3613 407 360 235 125 3206 131 3075 3027
is_linear=0
shrinkage=0.0995203


Tree=367
num_leaves=12
num_cat=0
split_feature=38 1 9 1 0 30 20 9 27 1 5
split_gain=1.44289 1.70272 3.35496 2.23301 4.17006 2.02481 3.09523 2.69249 3.87729 2.83909 0.953272
threshold=-0.07965499999999999 0.51334500000000016 -1.0000000180025095e-35 0.42491000000000007 -0.062294999999999996 0.080210000000000017 -0.055879999999999992 -0.063329999999999984 -0.079769999999999994 -0.37983499999999998 -0.0063549999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 7 10 -2 -9 -10 -7
right_child=1 2 -4 4 -6 6 -8 8 9 -11 -12
leaf_value=0.012399697277937461 0.017904594260368181 -0.028587751169069253 0.0061195484326351133 0.031941492574670084 -0.0063217264675815774 0.011252294971225476 -0.025414475553820974 -0.028540136655804398 0.010410713268791571 -0.00089358997185050749 -0.0088981692061357604
leaf_weight=88 81 60 51 59 54 47 80 48 238 2917 46
leaf_count=88 81 60 51 59 54 47 80 48 238 2917 46
internal_value=0 -0.000495006 -0.0126338 -0.000117352 0.0136492 -0.00056758 -0.0110614 -1.45213e-05 -0.00046793 -4.0581e-05 0.0012766
internal_weight=0 3681 111 3570 113 3457 173 3284 3203 3155 93
internal_count=3769 3681 111 3570 113 3457 173 3284 3203 3155 93
is_linear=0
shrinkage=0.0995203


Tree=368
num_leaves=11
num_cat=0
split_feature=35 9 30 9 18 21 4 11 9 4
split_gain=2.20849 2.12338 3.66004 2.99965 2.7391 4.49863 2.3785 4.53232 3.374 2.27766
threshold=0.004000000000000001 0.14318500000000003 -1.0000000180025095e-35 0.12188500000000002 0.13474500000000003 0.09227500000000001 0.13528000000000004 -0.08760999999999998 -0.073629999999999987 0.081235000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4 -8 -7
right_child=-2 -3 3 -5 5 9 8 -9 -10 -11
leaf_value=0.028534611618143912 -0.021221564458289554 -0.014750641767238878 -0.03226787962004405 0.023781341678566083 0.028036838006832435 0.012489404459029477 -0.0019479433165026535 -0.00080186377218400564 0.031471896201456233 -0.017256520811715751
leaf_weight=46 48 91 46 53 88 50 67 3159 54 52
leaf_count=46 48 91 46 53 88 50 67 3159 54 52
internal_value=0 0.000263306 0.000641477 0.000281739 -7.226e-05 0.0115493 -0.000736398 -0.00125374 0.0129599 -0.00266716
internal_weight=0 3706 3615 3569 3516 190 3326 3205 121 102
internal_count=3754 3706 3615 3569 3516 190 3326 3205 121 102
is_linear=0
shrinkage=0.0995203


Tree=369
num_leaves=14
num_cat=0
split_feature=12 2 2 17 0 7 18 7 6 4 5 4 29
split_gain=1.99824 1.9235 4.44568 5.14007 6.19561 3.16917 2.68153 1.95884 2.93123 6.7654 4.3893 3.16965 0.480401
threshold=0.087445000000000023 -0.13535499999999998 -0.15012499999999998 -0.008069999999999999 0.12346000000000003 0.075985000000000011 -0.026374999999999999 0.016975000000000004 -0.25061999999999995 0.13542500000000005 -0.42676999999999993 0.080000000000000029 -0.034615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 -1 8 10 11 12 -10 -3
right_child=-2 5 -4 -5 -6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.011482090938058773 -0.015570383686613825 -0.0091239700177049715 0.033296368297846456 -0.020729070705636041 -0.010291827125909514 -0.021932016908270572 0.045311847805856162 0.020050005789077886 0.0011880428237680918 0.032993966228413926 -0.039011679072267928 -0.0075387171656957613 0.0045987448543251385
leaf_weight=46 80 50 56 69 72 66 47 48 2569 62 47 491 51
leaf_count=46 80 50 56 69 72 66 47 48 2569 62 47 491 51
internal_value=0 0.000328521 0.00810729 0.00207563 0.0116171 -0.000337857 0.0285877 9.14366e-05 -0.000201283 0.000447213 -0.0138866 -0.000211964 -0.00218657
internal_weight=0 3674 290 234 165 3384 93 3318 3270 3122 148 3060 101
internal_count=3754 3674 290 234 165 3384 93 3318 3270 3122 148 3060 101
is_linear=0
shrinkage=0.0995203


Tree=370
num_leaves=18
num_cat=0
split_feature=35 17 5 17 5 0 2 17 9 21 0 0 5 0 5 8 5
split_gain=1.78207 1.77072 4.42334 18.2827 6.11698 4.17953 3.11582 3.11322 2.57195 2.69046 4.56593 3.95404 5.93354 3.44306 2.30793 1.76272 1.50796
threshold=0.004000000000000001 0.0047200000000000011 -0.0071849999999999995 0.13629500000000003 -0.015214999999999999 -0.17809 -0.087245000000000003 1.0000000180025095e-35 -0.22988499999999998 0.091135000000000022 -0.23058999999999999 -0.030209999999999997 -0.073669999999999999 -0.1525 -0.11517000000000001 -0.094139999999999988 0.058505000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 5 -3 14 8 -1 10 -10 12 -11 -12 -7 -8 -5
right_child=-2 2 3 16 -6 6 15 -9 9 11 13 -13 -14 -15 -16 -17 -18
leaf_value=0.02215159119432895 -0.019062082799824055 0.02346346937752862 -0.070798622967696317 -0.0077288549781614046 0.033229346177139692 -0.0061880089348548628 0.009155323989865417 0.02247786610860979 0.030004324624408038 -0.019451647695389315 -0.017227674665483035 -0.030182018784803252 0.0032472980668409863 0.0026369029795480481 -0.035626062120775299 -0.0041400688284507631 0.013185361918487851
leaf_weight=56 48 58 47 83 51 56 121 69 58 153 91 56 448 1714 50 537 58
leaf_count=56 48 58 47 83 51 56 121 69 58 153 91 56 448 1714 50 537 58
internal_value=0 0.000237502 -0.00319694 -0.0170441 -0.00021404 -0.00228999 -0.00424617 0.00161549 0.00105635 0.000587245 0.00251862 -0.00488814 -0.00252994 0.00163497 -0.0200816 -0.00169393 0.000868352
internal_weight=0 3706 1061 188 873 822 764 2645 2576 2520 1863 657 601 1805 106 658 141
internal_count=3754 3706 1061 188 873 822 764 2645 2576 2520 1863 657 601 1805 106 658 141
is_linear=0
shrinkage=0.0995203


Tree=371
num_leaves=10
num_cat=0
split_feature=1 35 9 29 4 29 1 0 26
split_gain=2.01875 2.33069 1.99608 3.30263 4.30705 3.90101 3.20271 3.65258 2.77605
threshold=-0.53140500000000002 0.004000000000000001 0.14318500000000003 -0.078484999999999985 0.14831500000000003 -0.025204999999999998 0.0013500000000000003 -0.071799999999999989 0.50635500000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 -2 -7
right_child=1 -3 -4 4 -6 8 -8 -9 -10
leaf_value=0.016046424723959937 0.043668911227705838 -0.02260097739028304 -0.014694381034333563 -0.021880402569994618 0.02859286901966759 -0.00063991858636598339 -0.0007107108180437621 0.0051481422357712268 0.02347352083064198
leaf_weight=76 52 46 90 85 50 3175 86 46 48
leaf_count=76 52 46 90 85 50 3175 86 46 48
internal_value=0 -0.000340093 -5.79293e-05 0.000313743 -0.000397374 -0.000835806 0.0132961 0.0255961 -0.000280544
internal_weight=0 3678 3632 3542 3358 3308 184 98 3223
internal_count=3754 3678 3632 3542 3358 3308 184 98 3223
is_linear=0
shrinkage=0.0995203


Tree=372
num_leaves=11
num_cat=0
split_feature=1 0 0 1 7 1 27 8 2 22
split_gain=2.56562 7.88686 2.71386 5.5721 3.62629 3.08651 2.72365 3.08822 4.67843 3.92756
threshold=-0.51253999999999988 0.076335000000000014 0.12346000000000003 -0.40145499999999995 -0.080929999999999988 -0.49367499999999997 -0.095019999999999993 0.058495000000000012 -0.15197999999999998 0.13160500000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -4 -6 9 -9 -8
right_child=2 -3 5 4 6 -7 7 8 -10 -11
leaf_value=-0.045911046810268391 0.026768078258989504 0.00832547737743255 0.0047996843804174278 0.02330132194048672 0.022569892026854138 -0.027284103663157609 0.00064788860657812822 -0.040183339291340291 -0.004572030820734309 -0.028650570786775909
leaf_weight=47 80 61 50 66 51 73 3048 46 178 46
leaf_count=47 80 61 50 66 51 73 3048 46 178 46
internal_value=0 -0.0152699 0.000295004 0.000803693 0.000198753 -0.0142353 -0.000253593 -0.000604653 -0.0118887 0.000212029
internal_weight=0 108 3638 3515 3435 123 3369 3318 224 3094
internal_count=3746 108 3638 3515 3435 123 3369 3318 224 3094
is_linear=0
shrinkage=0.0995203


Tree=373
num_leaves=15
num_cat=0
split_feature=1 3 27 7 2 9 3 3 22 0 2 2 1 8
split_gain=2.08015 7.3246 2.47396 6.32256 4.06838 6.95676 3.96886 3.65954 3.00184 2.84555 2.69752 4.41284 2.58207 2.42743
threshold=-0.51253999999999988 0.094685000000000033 0.085600000000000023 0.083320000000000019 -0.026175 0.098465000000000011 0.10807500000000002 0.13547000000000003 0.10259500000000003 -0.23998999999999998 -0.16935999999999998 -0.14884499999999998 -0.47779999999999995 -0.085499999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 -4 -6 -8 9 -2 12 -12 -11 -10
right_child=2 -3 4 -5 6 -7 7 -9 13 10 11 -13 -14 -15
leaf_value=0.010754556920977102 0.024816043082958129 -0.041152358113186752 0.04318822014467296 -0.028527714491362793 -0.019683983974221914 -0.00040772259507299534 0.031161129404545677 -0.0078964325423179701 -0.031530415233560441 -0.0016645412712459296 0.031553916690160298 0.00048642217544238151 -0.032213676876367614 -0.0039293356019157758
leaf_weight=57 48 51 71 78 71 74 47 48 51 64 46 2909 48 83
leaf_count=57 48 51 71 78 71 74 47 48 51 64 46 2909 48 83
internal_value=0 -0.0137495 0.000265645 -0.000527593 0.00875414 0.0209336 -0.00187963 0.0114182 0.000144365 0.000772028 0.00039546 0.000970322 -0.0147643 -0.0144403
internal_weight=0 108 3638 3327 311 145 166 95 3249 3115 3067 2955 112 134
internal_count=3746 108 3638 3327 311 145 166 95 3249 3115 3067 2955 112 134
is_linear=0
shrinkage=0.0995203


Tree=374
num_leaves=14
num_cat=0
split_feature=22 0 4 0 2 2 9 3 11 9 21 18 5
split_gain=1.8353 2.54352 2.27252 6.29556 4.67942 5.97941 3.69829 2.7084 2.69484 2.49338 1.98138 2.70238 0.496287
threshold=0.13191500000000003 -0.25289499999999993 0.11219500000000003 -0.225295 0.15165000000000003 0.040040000000000013 -0.040564999999999997 0.14530500000000005 -0.085879999999999998 0.10407500000000001 0.13209000000000004 -0.0042299999999999994 -0.38486499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 12 10 -4 -10 11 -5 -6
right_child=-2 2 4 7 6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.021994171133111369 -0.018512523097788208 -0.027988760387392116 0.02318242487237426 0.0022635173396479383 0.013733099841029517 0.046780328603079187 -0.022865790916089201 0.020561097557688316 -0.0081494494207177554 0.019150026430097538 -0.02024154494761838 -0.0037380941637456004 -0.00071664625307944698
leaf_weight=52 53 84 76 1638 48 47 76 60 107 48 51 1360 46
leaf_count=52 53 84 76 1638 48 47 76 60 107 48 51 1360 46
internal_value=0 0.000139182 -0.000172722 -0.00110425 0.00646468 0.0144193 -0.00653869 -0.000377614 0.0078315 0.000299304 -0.000789927 -0.000458755 0.00665324
internal_weight=0 3693 3641 3193 448 278 170 3109 231 155 3049 2998 94
internal_count=3746 3693 3641 3193 448 278 170 3109 231 155 3049 2998 94
is_linear=0
shrinkage=0.0995203


Tree=375
num_leaves=15
num_cat=0
split_feature=19 8 20 27 19 29 27 20 9 21 21 18 8 8
split_gain=1.71359 5.67862 6.30872 2.75459 2.76807 2.79611 3.22935 2.8557 2.43661 2.14984 3.24339 1.24604 1.91324 2.29079
threshold=0.10713500000000002 -0.020084999999999999 -0.048954999999999999 -0.095019999999999993 0.093310000000000018 -0.085039999999999991 -1.0000000180025095e-35 -0.015594999999999999 0.085075000000000026 -0.091649999999999995 -0.047889999999999995 0.13881000000000002 -0.087374999999999994 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 -3 -1 5 7 -7 -5 -6 -8 -11 12 -2 -14
right_child=1 2 -4 4 8 6 9 -9 -10 10 -12 -13 13 -15
leaf_value=0.023736871949899461 0.02332510173108937 -0.0029372074464483261 -0.050072959614448853 -0.0027340922345205376 0.00083419644443454271 -0.027022383310939008 0.015150151850125484 0.02806833749437326 0.033072378996829868 -0.015420636906729557 -0.00016543454451911274 -0.011501003243511405 -0.016736033309677795 0.011238640966773163
leaf_weight=50 48 60 53 53 46 46 85 68 47 145 2876 49 49 71
leaf_count=50 48 60 53 53 46 46 85 68 47 145 2876 49 49 71
internal_value=0 -0.00696056 -0.0250524 0.000549272 0.00020459 -0.000276238 -0.000846405 0.0145696 0.0171354 -0.000458474 -0.000897915 0.00245675 0.00653264 -0.000177531
internal_weight=0 330 113 3416 3366 3273 3152 121 93 3106 3021 217 168 120
internal_count=3746 330 113 3416 3366 3273 3152 121 93 3106 3021 217 168 120
is_linear=0
shrinkage=0.0995203


Tree=376
num_leaves=17
num_cat=0
split_feature=4 12 6 4 4 1 17 20 4 20 6 4 4 6 24 6
split_gain=3.58082 2.08715 2.14482 2.65635 5.41702 8.19862 7.81322 5.29603 9.29607 6.84751 5.72566 4.33384 4.72356 4.06584 2.57062 3.06683
threshold=0.15834500000000004 -0.079920000000000005 -0.42102499999999998 0.10495500000000003 0.094025000000000011 -0.0086750000000000004 -0.22965499999999997 -0.084474999999999995 0.11834000000000001 -0.013254999999999999 -0.047974999999999997 0.088985000000000022 0.077430000000000013 -0.034094999999999993 -0.067319999999999991 -0.48214499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 4 11 6 -6 13 9 -9 -10 12 -4 -5 -3 -16
right_child=-2 2 3 7 5 -7 -8 8 10 -11 -12 -13 -14 -15 15 -17
leaf_value=0.018816463885223848 -0.027083502834658831 0.0063582263259040553 0.0013742111261111983 -0.033257672449057259 -0.023360636985401861 -0.049542124578681068 0.029289428305551844 0.06225508282963637 0.010528002896227366 0.01776319380093562 -0.029861159908504908 0.027008600648542078 -0.013808014576032252 0.0081272071889342754 -0.0023469021774811349 -0.037443637740472852
leaf_weight=61 47 53 2621 47 71 54 46 48 101 120 53 61 220 47 47 52
leaf_count=61 47 53 2621 47 71 54 46 48 101 120 53 61 220 47 47 52
internal_value=0 0.000559865 0.000253775 0.000758155 -0.00025193 -0.0174653 -0.00265361 0.00822164 0.0142899 0.03048 -0.00336685 0.000762085 0.000198249 -0.0125565 -0.0113183 -0.0207898
internal_weight=0 3702 3641 3489 3073 171 117 416 322 168 154 2902 2841 94 152 99
internal_count=3749 3702 3641 3489 3073 171 117 416 322 168 154 2902 2841 94 152 99
is_linear=0
shrinkage=0.0995203


Tree=377
num_leaves=9
num_cat=0
split_feature=3 3 7 30 26 3 7 9
split_gain=3.30823 2.51505 2.88031 3.46975 5.72446 3.10371 4.0213 2.68693
threshold=0.18676500000000004 0.15537500000000004 0.093110000000000012 0.098380000000000009 -0.011984999999999999 -0.13947499999999999 0.079440000000000024 -0.11273
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.021183953847634218 -0.019335409879688886 0.02119911938080055 0.020908036319097201 -0.044053097968330686 0.0048172511010658734 -0.021593524302600448 -0.028587823611277437 0.00078798225419331994
leaf_weight=70 84 58 66 46 49 54 48 3274
leaf_count=70 84 58 66 46 49 54 48 3274
internal_value=0 0.000639663 0.000308843 -7.48706e-05 -0.0188377 0.000442149 1.18331e-05 0.000424575
internal_weight=0 3665 3607 3541 95 3446 3376 3328
internal_count=3749 3665 3607 3541 95 3446 3376 3328
is_linear=0
shrinkage=0.0995203


Tree=378
num_leaves=14
num_cat=0
split_feature=2 9 0 29 6 28 9 11 7 26 1 17 30
split_gain=2.66459 2.69127 6.34387 4.95896 5.62945 2.77152 2.6024 2.28268 1.91966 2.36656 5.2042 3.08229 1.23299
threshold=0.40115000000000006 -0.063329999999999984 -0.13417999999999999 -0.081409999999999996 -0.054259999999999996 0.078705000000000011 -0.46256000000000003 -0.15511999999999998 0.081390000000000018 0.086325000000000027 0.26435500000000006 -0.5696199999999999 0.096655000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 12 7 -2 -3 9 11 -11 -9 -5
right_child=6 5 3 4 -6 -7 -8 8 -10 10 -12 -13 -14
leaf_value=-0.023663859415643439 0.0011556189515689059 0.021975743513733478 -0.0038016636237976028 0.0050962754779045345 0.052449586129203626 -0.021933684842641996 -0.028827873126654954 0.027494987774487757 -0.014528731789244636 -0.0013139278511575887 -0.034566701241205644 0.0023512148623401098 0.025638485510182642
leaf_weight=48 54 47 86 71 53 57 61 50 89 1619 48 1417 49
leaf_count=48 54 47 86 71 53 57 61 50 89 1619 48 1417 49
internal_value=0 0.000644985 0.00956073 0.0157213 0.0254312 -0.000177472 -0.0147416 0.000201515 -0.000115758 0.000293284 -0.00227191 0.00320875 0.0134912
internal_weight=0 3634 307 259 173 3327 115 3270 3223 3134 1667 1467 120
internal_count=3749 3634 307 259 173 3327 115 3270 3223 3134 1667 1467 120
is_linear=0
shrinkage=0.0995203


Tree=379
num_leaves=9
num_cat=0
split_feature=3 3 7 30 26 3 7 1
split_gain=3.07686 2.15588 2.63691 2.91508 4.92201 2.477 3.01995 2.23164
threshold=0.18676500000000004 0.15537500000000004 0.093110000000000012 0.098380000000000009 -0.011984999999999999 -0.13947499999999999 0.079440000000000024 -0.091829999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.018917586187348658 -0.01867651431480331 0.019622327286401117 0.019990744826390544 -0.040665447483261292 0.0046494954375989918 0.0061468331261956546 -0.024780898516928392 -0.00078656596632183551
leaf_weight=70 84 58 66 46 49 551 48 2777
leaf_count=70 84 58 66 46 49 551 48 2777
internal_value=0 0.000587415 0.00028111 -8.60235e-05 -0.0172839 0.000387853 3.40345e-06 0.000361116
internal_weight=0 3665 3607 3541 95 3446 3376 3328
internal_count=3749 3665 3607 3541 95 3446 3376 3328
is_linear=0
shrinkage=0.0995203


Tree=380
num_leaves=24
num_cat=0
split_feature=3 10 2 2 3 2 2 9 3 1 1 3 6 2 1 0 26 6 2 6 6 10 20
split_gain=1.9232 4.52505 3.68268 3.72731 3.08805 15.162 3.13645 10.8685 4.67431 3.59884 9.44654 4.93318 5.02674 3.66134 3.20872 3.00064 5.20918 3.74578 2.61684 2.39083 3.02035 1.81152 1.80278
threshold=0.096775000000000014 0.086165000000000019 0.10003000000000002 -0.15012499999999998 0.10057000000000002 -0.078914999999999999 -0.087944999999999995 0.090400000000000022 0.10525500000000003 -0.061135000000000002 -0.11064999999999998 0.11604000000000002 -0.043894999999999997 0.15165000000000003 0.007210000000000002 -0.098749999999999991 0.086095000000000019 -0.094839999999999994 0.14685000000000001 0.11642500000000001 0.097935000000000022 0.085705000000000017 -0.065649999999999986
decision_type=2 2 2 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 -2 7 -6 14 10 13 12 -11 -10 -8 16 17 -5 -13 20 -17 -9 -7
right_child=4 -3 -4 15 6 22 8 21 9 11 -12 18 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.022678666462011308 0.060602450023723928 0.02658876294994943 -0.024940185018065348 -0.012819179650304413 -0.044875404565536153 0.012835346263754653 0.0057437162630587062 0.015740814419951631 0.013097948342539849 -0.0050458774529380654 0.043497381861660994 0.0086103564677244473 -0.03667281113183235 -0.024271634700691925 0.034241160608287552 -0.0016669879167249026 0.036535359752487742 0.015151598278898983 -0.0084098184065414718 0.016605104123971561 -0.017140908486084964 -0.0054063691399134153 -0.011187107456205695
leaf_weight=80 52 55 69 91 62 48 82 73 54 186 65 321 68 50 75 1679 55 99 124 65 135 89 87
leaf_count=80 52 55 69 91 62 48 82 73 54 186 65 321 68 50 75 1679 55 99 124 65 135 89 87
internal_value=0 -0.0016166 -0.00229945 -0.00159027 0.00301443 0.014942 0.00122798 -0.00943912 0.00355993 0.000700717 0.013734 -0.00244921 -0.0135162 -0.00486033 0.0193624 -0.000795591 0.00956289 0.00175076 0.00386582 -0.00214665 -0.00281903 0.00411787 -0.00263973
internal_weight=0 2328 2273 2204 1436 187 1249 224 1025 868 169 699 254 104 157 2124 245 190 445 1879 1814 162 135
internal_count=3764 2328 2273 2204 1436 187 1249 224 1025 868 169 699 254 104 157 2124 245 190 445 1879 1814 162 135
is_linear=0
shrinkage=0.0995203


Tree=381
num_leaves=26
num_cat=0
split_feature=3 29 2 0 4 4 27 26 4 3 4 3 18 18 26 26 18 2 9 19 17 17 17 3 0
split_gain=1.55946 3.75487 3.26891 3.54938 8.82073 8.88519 7.75356 5.43982 7.73603 4.01925 3.05821 2.63328 2.52554 4.69893 4.56282 6.00476 4.38104 4.27855 3.30739 4.99002 2.51048 5.55048 4.87383 1.62066 1.21557
threshold=0.096775000000000014 -0.08570499999999999 0.10003000000000002 -0.075914999999999996 0.087965000000000029 0.083105000000000026 0.076195000000000027 0.082605000000000026 0.084755000000000025 0.094045000000000031 0.15730000000000002 0.082130000000000022 0.063210000000000016 0.10256000000000003 0.11861500000000001 0.10665000000000002 0.11769500000000002 -0.055654999999999996 0.09697500000000002 0.10725500000000003 0.12374500000000002 0.51041000000000014 0.0053950000000000014 0.11926500000000002 -0.062294999999999996
decision_type=2 2 2 2 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 11 7 8 -5 -9 12 -3 14 24 15 20 -15 -16 19 -18 22 -22 -2 -20 -14
right_child=10 2 -4 6 -6 -7 -8 9 -10 -11 -12 -13 13 16 17 -17 18 -19 23 -21 21 -23 -24 -25 -26
leaf_value=0.02580090711612304 0.0013662998313886847 0.019687296401430847 -0.023373894370195027 0.042016337315108121 0.033995115082020272 -0.035823838878699395 -0.044948159618108649 -0.029317553922423824 -0.0078458017806898404 0.0042194752644509484 -0.022529340988650087 -0.00043651804501839266 0.018727634319579623 -0.022787026798047862 -0.037323086659194656 0.035596914121788455 0.04684435211139739 0.0017425710223966367 -0.013870466735439057 0.0024790081178452054 0.029767577996486407 -0.0095686438456764507 -0.029179689895790655 0.011293368747311714 0.04165366722203008
leaf_weight=49 679 67 69 49 74 70 55 96 83 56 46 1660 46 49 56 54 47 55 55 54 85 61 56 47 46
leaf_count=49 679 67 69 49 74 70 55 96 83 56 46 1660 46 49 56 54 47 55 55 54 85 61 56 47 46
internal_value=0 -0.00145571 -0.00204211 -0.00137572 0.000321529 -0.00106469 -0.0107456 -0.00411893 0.0106574 -0.0169564 0.00271443 0.000343724 0.00355043 0.0109479 0.00111682 0.0033823 0.00391627 -0.0179589 0.0103659 0.0231324 0.0014068 0.013327 -0.000959902 -0.00226734 0.0301996
internal_weight=0 2328 2279 2210 1871 1797 339 284 132 152 1436 1727 1390 344 1046 935 252 111 203 101 881 146 735 102 92
internal_count=3764 2328 2279 2210 1871 1797 339 284 132 152 1436 1727 1390 344 1046 935 252 111 203 101 881 146 735 102 92
is_linear=0
shrinkage=0.0995203


Tree=382
num_leaves=23
num_cat=0
split_feature=5 1 18 20 9 17 18 4 17 8 1 5 26 5 18 18 8 21 17 1 22 18
split_gain=1.48847 6.41682 4.78637 10.0734 3.45987 2.5101 3.19671 2.61435 2.29113 3.71409 3.2964 2.01454 6.77713 5.93283 3.62042 5.26281 5.05867 3.0999 5.58822 5.16768 3.09265 2.68999
threshold=0.18340500000000004 -0.37983499999999998 -0.017129999999999996 -0.081254999999999994 0.093425000000000022 -0.41426000000000002 -0.050324999999999995 0.085065000000000016 -0.43873000000000001 0.062560000000000018 -0.043804999999999997 1.0000000180025095e-35 -0.079869999999999983 -0.0016799999999999999 -0.085709999999999995 -0.082304999999999989 -0.086995000000000003 -0.032064999999999996 -0.25491999999999998 -0.139265 0.12026000000000002 -0.095799999999999982
decision_type=2 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 6 8 -7 9 10 -2 13 -13 14 16 -16 -3 -14 -19 -20 -17 -18
right_child=2 11 3 4 -6 7 -8 -9 -10 -11 -12 12 17 -15 15 20 21 18 19 -21 -22 -23
leaf_value=0.027345144590034825 0.022246316945219027 0.036925544275088498 0.018100224319647223 -0.054854928661243293 -0.017893673764613142 0.00094103975420958255 0.026142068525628857 -0.030093581442692478 0.020486592189950536 -0.023584873696873846 -0.0052732968885917924 -0.040748655827417248 0.01909521544662007 0.036762981018194307 -0.029558721864857491 0.00067008878141959873 -0.011250613472502859 0.025146200403788455 0.020445790519420325 -0.015276075249212743 -0.02437456810299472 0.011107522361691703
leaf_weight=89 64 59 47 54 47 61 57 48 48 66 132 49 61 46 61 2094 75 52 47 273 50 184
leaf_count=89 64 59 47 54 47 61 57 48 48 66 132 49 61 46 61 2094 75 52 47 273 50 184
internal_value=0 0.00100405 -0.00431761 -0.0199491 -0.0376633 0.000540869 0.00448104 -0.0127181 0.000495567 -0.00316379 0.00370853 0.000235391 -0.00566816 0.00134334 0.000697238 -0.00073408 0.0106245 -0.00169641 -0.005108 -0.0100269 8.56426e-05 0.00463
internal_weight=0 3140 624 148 101 476 367 109 310 262 196 3051 482 2569 2523 2205 318 433 372 320 2144 259
internal_count=3764 3140 624 148 101 476 367 109 310 262 196 3051 482 2569 2523 2205 318 433 372 320 2144 259
is_linear=0
shrinkage=0.0995203


Tree=383
num_leaves=23
num_cat=0
split_feature=3 10 10 29 3 9 17 5 3 8 8 1 3 9 5 3 17 8 35 17 1 9
split_gain=1.36516 3.83323 3.58988 2.71412 3.84922 6.20661 3.27052 3.58494 4.46926 3.36136 8.23388 6.7723 8.24266 4.47793 4.12638 2.64035 2.86481 4.9507 3.61944 3.00437 2.88102 2.39388
threshold=0.096775000000000014 0.086165000000000019 0.076235000000000011 -0.090694999999999998 0.10057000000000002 0.09032500000000003 -0.47367999999999999 0.40898000000000007 0.11275500000000002 -0.091754999999999989 -0.10833 -0.079250000000000001 0.12323500000000003 -0.040564999999999997 -0.067969999999999989 0.095630000000000021 -0.16207999999999997 0.090890000000000012 -0.081665000000000001 -0.42946499999999999 -0.10241499999999999 0.097680000000000031
decision_type=2 2 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 -2 5 -5 7 -6 -9 10 13 12 -11 -8 -13 16 19 18 -18 20 -1 -7
right_child=3 -3 -4 4 6 21 9 8 -10 11 -12 14 -14 -15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.017679101895175152 -0.018016543524605841 0.02458106369517464 -0.02312931102469586 0.043461196109776487 -0.032688894859439398 -0.0074727812204319465 0.017544222048328544 -0.016440694810795266 0.021724340969213395 0.062109863830409638 -0.043779328148565777 0.011555524886583096 0.0025131860122910182 -0.01083866322514584 -0.0042931193232877349 -0.018900131816277643 0.025500618893914737 0.032248896244092842 -0.00089066476975551139 -0.026629933259678207 -0.011921005368515786 0.020869150854574095
leaf_weight=47 61 55 77 59 53 72 101 80 49 46 47 319 46 121 332 81 53 48 1781 80 106 50
leaf_count=47 61 55 77 59 53 72 101 80 49 46 47 319 46 121 332 81 53 48 1781 80 106 50
internal_value=0 -0.00137878 -0.0020073 0.00252294 0.00343474 0.0169593 0.00138386 -0.0108971 -0.00193755 0.0035933 -0.00593733 0.00704492 0.0323204 0.00207058 0.0034717 -0.00126631 -0.00059058 0.000697773 -0.000127547 -0.0110004 -0.00282281 0.00413606
internal_weight=0 2328 2273 1436 1375 181 1194 182 129 1012 269 743 92 222 651 2196 2115 1882 1834 233 153 122
internal_count=3764 2328 2273 1436 1375 181 1194 182 129 1012 269 743 92 222 651 2196 2115 1882 1834 233 153 122
is_linear=0
shrinkage=0.0995203


Tree=384
num_leaves=15
num_cat=0
split_feature=38 24 31 5 1 27 8 1 5 5 6 1 4 17
split_gain=1.95063 1.56239 1.99974 1.82155 5.46844 4.17703 6.67119 5.13603 3.03988 3.08777 3.93844 3.60332 2.81321 3.16039
threshold=-0.07965499999999999 0.10012000000000003 0.095410000000000009 -0.011764999999999999 0.078505000000000019 0.085370000000000015 -0.087770000000000001 0.024780000000000007 -0.040404999999999996 -0.067969999999999989 1.0000000180025095e-35 -0.078729999999999994 0.08024000000000002 0.11639500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 7 -7 -5 9 11 -11 -2 13 -10
right_child=1 -3 -4 4 -6 6 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.015014449876418545 -0.0090615677453579034 -0.017796027989469939 0.020535049914933948 -0.00082070353500205881 0.030964629106404906 0.0017513776648414654 -0.051269548555769553 -0.022914566260870264 0.011179064564602891 -0.024974556248300573 0.0012799039474282656 0.0040599703951541728 0.029308149473739047 -0.010302904714543636
leaf_weight=84 258 50 46 1341 46 48 46 113 275 107 120 1054 59 90
leaf_count=84 258 50 46 1341 46 48 46 113 275 107 120 1054 59 90
internal_value=0 -0.000324513 -8.18273e-05 -0.00034868 -0.0028481 -0.0038534 -0.0241863 -0.00253833 0.00168049 -0.000374625 -0.0110919 0.00147904 0.00914189 0.0058799
internal_weight=0 3653 3603 3557 1594 1548 94 1454 1963 1539 227 1312 424 365
internal_count=3737 3653 3603 3557 1594 1548 94 1454 1963 1539 227 1312 424 365
is_linear=0
shrinkage=0.0995203


Tree=385
num_leaves=22
num_cat=0
split_feature=38 0 9 9 4 4 9 6 17 9 10 0 26 8 8 0 17 8 0 18 6
split_gain=1.58169 1.73143 3.0682 5.70844 2.92561 6.24387 5.05076 5.77552 3.94415 3.60376 2.76002 3.41047 2.03723 4.39086 2.42577 1.90999 2.94243 3.66221 2.76584 3.4428 2.2876
threshold=-0.07965499999999999 -0.063914999999999986 -0.091064999999999993 -0.035004999999999994 0.08167000000000002 0.088720000000000021 0.10864500000000002 -0.03764 -1.0000000180025095e-35 0.099330000000000016 0.087995000000000018 -0.071484999999999993 0.11624000000000002 -0.073644999999999988 -0.053049999999999993 -0.076439999999999994 0.41239500000000012 -0.07743499999999999 -0.078289999999999985 -0.044484999999999997 0.090085000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 -3 -4 6 -6 7 -5 -8 -7 11 15 13 -13 -15 18 17 -17 19 -2 -20
right_child=1 2 3 4 5 9 8 -9 -10 -11 -12 12 -14 14 -16 16 -18 -19 20 -21 -22
leaf_value=0.013520208430101162 -0.0064239846818362825 -0.025709714668600246 0.022165842039519556 -0.0012113204112731897 0.034249372656332953 -0.013680829064275639 0.022154066261690634 -0.036720879688150014 -0.01701541506659578 0.015771005202346314 0.023050243752897322 -0.00046657067909075799 -0.0035676197430409371 0.047590190183191994 0.01557377591766586 -0.039880366965243254 0.011329953986628803 -0.006879455086728819 -0.0013835396693394578 0.0018852796794659864 0.025392479882238413
leaf_weight=84 711 63 80 75 47 155 57 115 46 56 54 74 61 48 46 46 51 121 54 1617 76
leaf_count=84 711 63 80 75 47 155 57 115 46 56 54 74 61 48 46 46 51 121 54 1617 76
internal_value=0 -0.000292195 -0.00476622 -0.00267389 -0.00628187 0.00144329 -0.013087 -0.0227083 0.00465295 -0.00586035 0.00075686 0.000342174 0.0119989 0.0176559 0.0319313 -0.000655053 -0.00958296 -0.0159744 0.00013643 -0.000652121 0.0142638
internal_weight=0 3653 694 631 551 258 293 190 103 211 2959 2905 229 168 94 2676 218 167 2458 2328 130
internal_count=3737 3653 694 631 551 258 293 190 103 211 2959 2905 229 168 94 2676 218 167 2458 2328 130
is_linear=0
shrinkage=0.0995203


Tree=386
num_leaves=14
num_cat=0
split_feature=21 0 21 3 19 21 3 4 7 3 3 4 20
split_gain=1.26737 1.89461 2.075 6.18241 4.00406 3.63172 3.28679 4.35066 2.98401 3.45741 1.39323 1.23576 0.56362
threshold=0.15159000000000003 -0.23058999999999999 -0.083784999999999984 0.098225000000000021 0.10345000000000003 -0.078089999999999993 -0.0043349999999999994 0.11874000000000003 0.082845000000000016 0.07728500000000002 0.13902500000000004 0.10268000000000002 -0.14713499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 12 -4 7 -7 9 -8 -2 -1 -3
right_child=10 2 5 -5 -6 6 8 -9 -10 -11 -12 -13 -14
leaf_value=0.004045274500083366 -0.023768843610755087 -0.021191373273921496 -0.025852908587011825 0.034229975611793396 0.019570311790545514 0.028959147718810772 -0.026984480003535913 -0.0048049943667065427 -0.019845215246909971 -5.95370308489415e-05 0.00057790312625777762 0.025387389465250536 -0.0064048223706852257
leaf_weight=63 46 48 56 68 57 85 48 68 81 2968 47 47 55
leaf_count=63 46 48 56 68 57 85 48 68 81 2968 47 47 55
internal_value=0 0.000309248 -9.08773e-05 0.00909157 -0.00158715 -0.000724397 -0.000291161 0.0139475 -0.000994854 -0.000488323 -0.0114558 0.0131716 -0.0133036
internal_weight=0 3644 3534 228 160 3306 3250 153 3097 3016 93 110 103
internal_count=3737 3644 3534 228 160 3306 3250 153 3097 3016 93 110 103
is_linear=0
shrinkage=0.0995203


Tree=387
num_leaves=21
num_cat=0
split_feature=17 8 5 9 0 9 0 9 3 17 2 0 2 3 27 29 3 4 10 2
split_gain=1.23869 3.82693 8.86431 11.7278 3.02184 4.41592 2.92512 3.30679 2.64192 2.57675 2.49715 3.81658 9.5695 7.4301 4.34081 4.30893 4.02932 3.72424 3.31056 2.29674
threshold=0.016900000000000005 -0.0077949999999999998 -0.19631499999999999 0.086700000000000013 -0.14401 -0.01042 -0.061654999999999995 0.099610000000000018 0.086895000000000014 1.0000000180025095e-35 -0.23128999999999997 0.032270000000000014 -0.097214999999999996 0.14721500000000004 -0.01137 -1.0000000180025095e-35 0.13547000000000003 0.088435000000000027 0.085960000000000023 -0.080644999999999994
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 4 -3 -4 -2 -6 7 8 -7 10 18 13 -13 14 -12 -15 -16 -14 -1 -11
right_child=1 2 3 -5 5 6 -8 -9 -10 19 11 12 17 15 16 -17 -18 -19 -20 -21
leaf_value=0.035488898842767479 -0.019082107084023581 0.016732150296834069 -0.064217650864056897 -0.0019018311307884086 0.027184882141729129 0.013033751932721075 -0.022133841378008598 0.024054752550467684 -0.0040853268148014947 0.0036217663252888742 0.027730133439295923 -0.051668641570745473 0.019607749165381744 0.0032059150285558818 -0.00029676661604365946 0.041831731623789302 -0.024245251262716531 -0.014584515207712912 -0.00038636164227821715 0.030776741909181903
leaf_weight=46 76 55 57 63 62 110 57 58 474 74 53 49 55 50 2075 67 72 74 57 53
leaf_count=46 76 55 57 63 62 110 57 58 474 74 53 49 55 50 2075 67 72 74 57 53
internal_value=0 -0.00295842 -0.0163426 -0.0315087 -0.000159072 0.00172967 -0.00052699 0.0013901 -0.00085944 0.00111895 0.000442005 -0.00018457 -0.0142281 0.000893946 -0.000405342 0.025332 -0.00110026 -7.02002e-08 0.0156277 0.0149606
internal_weight=0 1012 175 120 837 761 699 642 584 2725 2598 2495 178 2317 2200 117 2147 129 103 127
internal_count=3737 1012 175 120 837 761 699 642 584 2725 2598 2495 178 2317 2200 117 2147 129 103 127
is_linear=0
shrinkage=0.0995203


Tree=388
num_leaves=21
num_cat=0
split_feature=29 8 5 27 1 1 0 4 1 1 0 0 3 3 8 3 2 21 0 3
split_gain=1.70121 6.7825 2.37722 11.0211 6.09438 4.61051 8.71294 6.42296 4.33737 3.71582 3.79085 2.87053 3.98298 6.9076 3.96556 3.49086 2.2655 5.16799 4.09974 1.98481
threshold=0.0035350000000000004 -0.012329999999999999 0.052820000000000013 0.076195000000000027 -0.28064499999999998 -0.47779999999999995 -0.032274999999999991 0.089610000000000009 -0.50290499999999982 -0.11467499999999999 -0.080500000000000002 -0.042499999999999996 0.12732500000000005 0.14166500000000004 -0.057284999999999996 0.17152000000000003 0.11804000000000002 0.11507000000000002 -0.142265 0.12323500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 19 4 5 -1 7 9 -4 -9 -7 -11 12 16 -14 -13 -15 17 -6 -18 -2
right_child=1 -3 3 -5 11 6 -8 8 -10 10 -12 14 13 15 -16 -17 18 -19 -20 -21
leaf_value=0.035953814304415625 -0.0072820811525929133 -0.035401386421723788 0.034323322780105373 -0.048188779820158546 0.0011800234757069145 0.024645799386571056 -0.038439143606724319 -0.02069402797143207 0.01822416284480869 -0.016462572287383678 0.0021329779340351902 -0.030962513343208521 0.044868230579023019 -0.013971304579867854 0.0055626135800291264 0.022381159733197906 -0.031324624054653409 0.033226915979709934 0.0065795922658866577 0.021788650983595895
leaf_weight=52 47 62 79 52 2196 51 69 61 53 156 357 62 58 59 56 47 57 51 56 46
leaf_count=52 47 62 79 52 2196 51 69 61 53 156 357 62 58 59 56 47 57 51 56 46
internal_value=0 -0.00990236 0.00074746 -0.00374939 0.00221333 -0.000950761 -0.00505724 0.0125134 -0.0025933 -0.000971834 -0.00352021 0.00154894 0.0022585 0.0172559 -0.0136216 0.00213952 0.00121596 0.00190775 -0.012533 0.00708819
internal_weight=0 155 3572 878 2694 826 633 193 114 564 513 2642 2524 164 118 106 2360 2247 113 93
internal_count=3727 155 3572 878 2694 826 633 193 114 564 513 2642 2524 164 118 106 2360 2247 113 93
is_linear=0
shrinkage=0.0995203


Tree=389
num_leaves=11
num_cat=0
split_feature=18 0 5 17 9 22 17 7 6 12
split_gain=2.14326 2.34762 9.40983 2.49759 4.12584 1.79044 2.07274 2.08092 4.9243 2.35122
threshold=0.31690500000000005 -0.23032 -0.089564999999999992 0.51392000000000015 0.091965000000000033 0.11884500000000002 0.50214000000000014 0.083320000000000019 -0.015744999999999999 -0.089259999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 9 -9 -3
right_child=-2 3 -4 4 -6 -7 -8 8 -10 -11
leaf_value=-0.0058516763088505312 -0.021074231460315885 0.022363470835406955 0.049906609169042875 -0.032061475033165622 0.0060814363979318116 0.016523383543209844 0.016571446986147768 0.0084988479372204179 -0.03705659110778585 -6.0840621172011852e-05
leaf_weight=86 46 47 46 61 52 68 75 46 48 3152
leaf_count=86 46 47 46 61 52 68 75 46 48 3152
internal_value=0 0.000541092 0.0135731 5.61556e-05 -0.0145017 0.000535161 0.000212115 -0.00016023 -0.0147548 0.000268364
internal_weight=0 3681 132 3549 113 3436 3368 3293 94 3199
internal_count=3727 3681 132 3549 113 3436 3368 3293 94 3199
is_linear=0
shrinkage=0.0995203


Tree=390
num_leaves=15
num_cat=0
split_feature=1 2 4 0 27 10 11 5 21 21 0 2 6 0
split_gain=1.57308 1.17189 4.76712 9.46479 6.89529 3.47064 1.91171 1.84262 2.25335 4.19559 4.18731 3.49614 2.22501 1.95838
threshold=-0.54365999999999992 -0.14531999999999998 0.087790000000000021 -0.073914999999999995 0.076710000000000014 0.087870000000000018 -0.100185 -0.54623499999999992 -0.083784999999999984 -0.020715000000000001 -0.097180000000000002 -0.10934999999999999 -0.0060199999999999993 -0.087394999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -5 -3 -8 12 10 -10 -11 13 -9
right_child=1 6 3 5 -6 -7 7 8 9 11 -12 -13 -14 -15
leaf_value=-0.016158771364172181 -0.036940515014582918 -0.01422570805405738 0.055094572797701774 0.019212659998280573 0.014843946574729346 -0.015067751670663116 0.019355856590961239 -0.0085946382529678792 -0.042073341862137049 -0.020717111941600773 -0.0052861947227761819 0.00077572254026285698 0.023602195316696453 0.014548205250033693
leaf_weight=57 49 91 47 59 53 58 50 75 46 77 92 2827 76 70
leaf_count=57 49 91 47 59 53 58 50 75 46 77 92 2827 76 70
internal_value=0 0.000501834 0.00686356 0.0173723 -0.0100249 0.00221196 4.4666e-06 0.000395582 0.000104796 -0.00059986 -0.0175545 0.000205555 0.00980789 0.00257212
internal_weight=0 3670 266 164 102 117 3404 3313 3263 3042 138 2904 221 145
internal_count=3727 3670 266 164 102 117 3404 3313 3263 3042 138 2904 221 145
is_linear=0
shrinkage=0.0995203


Tree=391
num_leaves=14
num_cat=0
split_feature=18 0 0 21 1 0 5 27 21 21 3 1 0
split_gain=1.64805 1.85595 8.036 1.80537 1.57905 3.46915 4.49311 3.27125 2.94049 4.47227 2.50407 8.94839 4.39323
threshold=0.31690500000000005 -0.23032 -0.233955 0.16638500000000003 -0.064534999999999995 -0.096724999999999992 -0.068984999999999991 -0.032854999999999995 0.10841000000000002 1.0000000180025095e-35 0.083725000000000022 0.039665000000000013 -0.046675000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -6 9 -7 11 -9 -12
right_child=-2 3 -4 -5 7 8 -8 10 -10 -11 12 -13 -14
leaf_value=-0.0062072744511496736 -0.01849799837202817 -0.0042404767950955345 0.045067773442422528 0.019400751711396567 0.02018652910994892 0.00056137284229657199 0.034924827961293467 -0.046243423620985588 -0.022931152312266057 0.031481278534401809 -0.00061830269429957231 0.00098873658570950828 -0.025907501396215438
leaf_weight=85 46 50 47 47 63 1335 69 58 50 48 1632 126 71
leaf_count=85 46 50 47 47 63 1335 69 58 50 48 1632 126 71
internal_value=0 0.000456365 0.0120436 2.51655e-05 -0.000234639 0.00213387 0.0184619 -0.00212015 0.000777374 0.00163511 -0.00286532 -0.0138952 -0.00167312
internal_weight=0 3681 132 3549 3502 1552 119 1950 1433 1383 1887 184 1703
internal_count=3727 3681 132 3549 3502 1552 119 1950 1433 1383 1887 184 1703
is_linear=0
shrinkage=0.0995203


Tree=392
num_leaves=11
num_cat=0
split_feature=8 2 4 21 6 35 7 1 1 2
split_gain=1.07152 6.84941 4.97871 1.69063 3.61796 1.56805 2.17239 1.57313 5.97808 3.05993
threshold=-0.39070999999999995 0.14685000000000001 0.14123000000000005 0.092005000000000017 -1.0000000180025095e-35 -0.084584999999999994 -0.14493999999999999 -0.029404999999999997 -0.016464999999999997 0.10003000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 -1 -2 -7 9 -9 -8
right_child=1 -3 -4 -5 -6 6 7 8 -10 -11
leaf_value=0.026368304459229251 -0.018235184679209197 -0.037580925912606131 0.0314485930578597 -0.0078776166934570197 -0.0042578062718956321 0.021315566868641972 0.00098631319120590154 -0.022285441961149715 -0.00062077391329947243 0.022367332346004604
leaf_weight=84 47 48 50 55 70 47 1695 138 1470 69
leaf_count=84 47 48 50 55 70 47 1695 138 1470 69
internal_value=0 -0.00024092 0.000268608 0.00709084 0.012442 -0.000180954 6.69935e-05 -0.000228933 -0.00248056 0.00182311
internal_weight=0 3564 3516 209 154 3466 3419 3372 1608 1764
internal_count=3773 3564 3516 209 154 3466 3419 3372 1608 1764
is_linear=0
shrinkage=0.0995203


Tree=393
num_leaves=9
num_cat=0
split_feature=9 4 2 11 2 6 2 9
split_gain=1.20952 1.35073 1.88852 2.41593 2.07303 5.55377 3.19177 2.17015
threshold=-0.37999999999999995 0.14831500000000003 0.31852000000000008 -0.16980999999999999 0.12875500000000004 -0.083069999999999991 0.11804000000000002 0.14318500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 -5
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=0.013822466448856452 -0.021982743004288072 0.015689924041515937 -0.018785621708151599 0.00051634715963593751 -0.0094539438247384609 0.030328758178562953 -0.025974784363357168 -0.016831787435096605
leaf_weight=63 49 53 54 3294 64 76 47 73
leaf_count=63 49 53 54 3294 64 76 47 73
internal_value=0 -8.34467e-05 -0.00031227 -3.51734e-05 0.000267194 0.0121365 -0.0002193 0.000139979
internal_weight=0 3710 3657 3603 3554 140 3414 3367
internal_count=3773 3710 3657 3603 3554 140 3414 3367
is_linear=0
shrinkage=0.0995203


Tree=394
num_leaves=15
num_cat=0
split_feature=9 0 0 1 29 8 20 7 27 20 4 6 27 4
split_gain=1.03299 4.38503 5.35973 3.73259 3.18943 3.04473 2.39425 2.14183 1.9441 2.21734 2.69633 2.54873 4.36451 3.79684
threshold=-0.063329999999999984 0.099665000000000017 -0.14574499999999999 0.50996500000000011 0.0061000000000000013 -0.08569499999999998 -0.0088249999999999978 0.099030000000000021 0.11081000000000003 0.13407000000000005 0.10268000000000002 -0.42102499999999998 0.085600000000000023 0.11474000000000002
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 8 9 11 -11 -2 13 -13
right_child=7 -3 3 -5 -6 6 -8 -9 -10 10 -12 12 -14 -15
leaf_value=-0.018418456409075058 -0.017193327330208816 -0.023342739200776702 0.018722603552571528 0.036136577522164724 0.026120214702172843 0.0040062060042455163 -0.026387159932238242 -0.021308566576857754 -0.019610146949782348 0.030445716819235892 -0.0024294056464726566 -0.0010348313905168126 0.022829346151655806 0.0206782514612735
leaf_weight=60 86 48 60 61 71 58 46 48 50 52 47 2922 82 82
leaf_count=60 86 48 60 61 71 58 46 48 50 52 47 2922 82 82
internal_value=0 0.00488915 0.00869799 0.0141973 0.00849898 0.000865284 -0.00942915 -0.000436308 -0.000134385 0.000163069 0.0148301 -0.000294439 0.000176231 -0.000441858
internal_weight=0 404 356 296 235 164 104 3369 3321 3271 99 3172 3086 3004
internal_count=3773 404 356 296 235 164 104 3369 3321 3271 99 3172 3086 3004
is_linear=0
shrinkage=0.0995203


Tree=395
num_leaves=11
num_cat=0
split_feature=0 0 24 22 0 9 22 18 21 7
split_gain=1.00334 3.91409 1.38777 1.89515 3.00098 3.28823 2.82275 1.98256 5.71789 2.62678
threshold=-0.26289499999999993 -0.23177499999999998 0.10012000000000003 0.089225000000000013 -0.10148 0.082335000000000019 0.082075000000000023 0.13474500000000003 0.093175000000000022 0.083320000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 -6 7 9 -9 -3
right_child=1 2 -4 4 5 -7 -8 8 -10 -11
leaf_value=0.014124453633777033 -0.027448507273935392 0.00025237029247355657 -0.016864127479719385 0.029790831413461366 0.023603235419373658 -0.0088723974398017408 -0.020549206656193714 0.025411892805954208 -0.0074642988094559713 -0.017186321404032194
leaf_weight=50 51 3071 46 55 47 90 65 110 100 88
leaf_count=50 51 3071 46 55 47 90 65 110 100 88
internal_value=0 -6.74989e-05 0.00031257 0.000530703 0.0101528 0.00226291 -7.04372e-06 0.000389045 0.00975267 -0.000233159
internal_weight=0 3723 3672 3626 192 137 3434 3369 210 3159
internal_count=3773 3723 3672 3626 192 137 3434 3369 210 3159
is_linear=0
shrinkage=0.0995203


Tree=396
num_leaves=16
num_cat=0
split_feature=2 2 4 3 20 17 9 18 2 19 9 19 19 3 9
split_gain=1.96426 4.10304 3.74145 3.67659 4.59415 2.29882 3.96567 6.15064 3.94915 2.00706 5.0847 4.81079 2.973 3.04179 2.79537
threshold=0.14685000000000001 0.12610000000000002 0.14754500000000006 0.11387500000000002 -0.058504999999999995 0.4839500000000001 0.095950000000000021 -1.0000000180025095e-35 0.10924500000000002 0.10781000000000003 0.086965000000000028 0.11863000000000003 0.088935000000000028 0.14530500000000005 0.085610000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 8 7 -7 9 12 -11 -12 13 -1 -14
right_child=2 -3 -4 4 -6 6 -8 -9 -10 10 11 -13 14 -15 -16
leaf_value=-0.0010968456808076474 0.019664859204379343 0.026821331906066736 -0.033455786580117004 0.012663220511609237 -0.025673219360984371 0.003062203739099868 -0.0097041455763521179 0.046624919767730283 -0.023866317118568969 0.0096816096888590782 -0.047891737567903644 -0.0052807919308965412 0.0035807499632776237 0.016743975738506389 0.034756199676004004
leaf_weight=2767 52 56 50 49 84 84 68 52 73 72 48 58 75 98 46
leaf_count=2767 52 56 50 49 84 84 68 52 73 72 48 58 75 98 46
internal_value=0 9.94222e-05 -0.00929979 -0.00276671 -0.0115431 -0.000335222 0.00991098 0.0197246 -0.000981204 -0.000452938 -0.0107192 -0.0245841 0.000158774 -0.000486298 0.0154393
internal_weight=0 3497 235 185 133 3441 204 136 3237 3164 178 106 2986 2865 121
internal_count=3732 3497 235 185 133 3441 204 136 3237 3164 178 106 2986 2865 121
is_linear=0
shrinkage=0.0995203


Tree=397
num_leaves=20
num_cat=0
split_feature=2 3 18 4 6 6 20 3 20 5 29 9 5 4 6 4 4 4 4
split_gain=1.63413 4.63412 5.0976 4.25046 4.07823 7.86876 6.94512 6.21746 5.60208 2.31236 2.26133 3.24171 6.37696 4.17302 3.93851 3.16532 5.79849 2.56074 2.13621
threshold=-0.0023849999999999995 0.079570000000000016 -0.15202999999999997 0.14257000000000006 -0.087825 -0.055679999999999993 0.096345000000000028 0.093535000000000021 -0.072834999999999997 -0.53313499999999991 0.0035350000000000004 0.082335000000000019 0.034205000000000006 0.10252500000000002 -0.42102499999999998 0.10724500000000002 0.10098000000000003 0.080000000000000029 0.11355500000000003
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 4 6 -6 8 -7 -4 -1 11 12 13 17 -13 16 -16 -11 -15
right_child=1 2 3 -5 5 7 -8 -9 -10 10 -12 14 -14 18 15 -17 -18 -19 -20
leaf_value=0.018665604325372179 -0.031814451239725865 -0.034174045984130666 0.0068039860911434814 -0.023800733171060278 0.046980272011947821 0.027182921926615984 0.026097611630815719 -0.0075075324714630907 -0.032359742994599948 0.019395162512953375 -0.017834815090058562 -0.027270634539747166 -0.013424921057513608 -0.010480058566240142 7.8479467012021332e-05 0.022672476031046395 -0.032311921147744782 0.048432001824205685 0.015919631658820994
leaf_weight=68 58 46 58 64 50 75 47 161 96 81 68 54 88 53 2431 59 56 48 71
leaf_count=68 58 46 58 64 50 75 47 161 96 81 68 54 88 53 2431 59 56 48 71
internal_value=0 -0.00495693 -0.00234628 0.000309363 0.00347952 0.0111155 -0.00738149 0.00351351 -0.0176045 0.000517411 0.00010701 0.000522129 0.00964576 0.0176736 -0.000674156 -0.000109729 -0.00065053 0.0302059 0.00462929
internal_weight=0 655 597 551 487 286 201 236 154 3077 3009 2941 341 253 2600 2546 2487 129 124
internal_count=3732 655 597 551 487 286 201 236 154 3077 3009 2941 341 253 2600 2546 2487 129 124
is_linear=0
shrinkage=0.0995203


Tree=398
num_leaves=12
num_cat=0
split_feature=19 27 7 29 3 8 17 26 20 5 26
split_gain=1.41065 1.89146 1.72616 1.86449 1.56208 3.36754 7.03968 3.89665 3.0601 6.1267 2.63191
threshold=-0.12661499999999998 -0.079769999999999994 -0.23801999999999998 0.095535000000000023 0.096510000000000026 -0.094869999999999996 -0.089699999999999988 0.11326500000000002 0.0033350000000000007 -0.01504 -0.16205499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 8 6 -6 -7 10 -10 -4
right_child=1 2 3 -5 5 7 -8 -9 9 -11 -12
leaf_value=0.014999840888638472 -0.016179453653822222 -0.01906027358294789 0.022624622886642777 -0.01663125387287806 0.027335671996485771 0.0082819127408490841 -0.01600622468703173 -0.0080172822477511882 0.00293714184494265 -0.040253309115721947 -0.00095179525146087812
leaf_weight=58 76 48 48 66 46 854 192 175 74 58 2037
leaf_count=58 76 48 48 66 46 854 192 175 74 58 2037
internal_value=0 -0.000642359 -0.000313944 -6.02415e-05 0.000253441 0.00304117 -0.00762578 0.00550915 -0.00133936 -0.0160343 -0.000408636
internal_weight=0 3674 3598 3550 3484 1267 238 1029 2217 132 2085
internal_count=3732 3674 3598 3550 3484 1267 238 1029 2217 132 2085
is_linear=0
shrinkage=0.0995203


Tree=399
num_leaves=10
num_cat=0
split_feature=1 4 12 30 26 25 26 9 26
split_gain=1.29079 2.43386 1.95114 2.0045 4.13292 2.49856 2.34658 3.60306 2.70645
threshold=0.62916000000000016 0.14831500000000003 0.093040000000000025 0.094680000000000028 -0.01278 0.083740000000000023 -0.14224499999999998 0.10341500000000002 -0.084904999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -8
right_child=-2 -3 -4 4 -6 -7 8 -9 -10
leaf_value=0.018754105716645413 -0.016242224901086549 0.020081640197615307 -0.020399031288546293 -0.031560647514535113 0.0079068287940801518 0.021452052818615987 -0.012862814700511059 -0.012834821521558926 -6.7234028456207172e-05
leaf_weight=140 50 58 48 58 48 54 173 48 3055
leaf_count=140 50 58 48 58 48 54 173 48 3055
internal_value=0 -0.000143444 -0.000467361 -0.000199593 -0.0136809 0.000211992 -0.000123531 0.0106845 -0.000753248
internal_weight=0 3682 3624 3576 106 3470 3416 188 3228
internal_count=3732 3682 3624 3576 106 3470 3416 188 3228
is_linear=0
shrinkage=0.0995203


Tree=400
num_leaves=11
num_cat=0
split_feature=31 28 27 29 26 26 9 3 0 0
split_gain=1.4529 1.71146 2.12996 1.39446 1.84603 2.05719 2.11072 1.91404 1.87348 1.78305
threshold=0.095410000000000009 0.088260000000000019 -0.092404999999999987 0.0035350000000000004 -0.14678499999999997 -0.091484999999999997 0.091615000000000016 0.10293500000000001 -0.084534999999999985 -0.083995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 8 -4 -7
right_child=-2 -3 3 -5 5 9 -8 -9 -10 -11
leaf_value=0.020959106835144223 0.01769068173784592 -0.017029076921560801 0.0058984413977482865 -0.01394234631653705 0.0022934238801334455 0.002772460829395678 -0.025655405487364193 -0.0022788969551688779 0.034327169293474791 -0.0019026909200055171
leaf_weight=49 47 57 46 69 47 1530 62 64 46 1712
leaf_count=49 47 57 46 69 47 1530 62 64 46 1712
internal_value=0 8.138e-05 0.000350653 6.80375e-05 0.000343925 -0.000148484 -0.0135966 0.0109265 0.0201217 0.000303405
internal_weight=0 3682 3625 3576 3507 3351 109 156 92 3242
internal_count=3729 3682 3625 3576 3507 3351 109 156 92 3242
is_linear=0
shrinkage=0.0995203


Tree=401
num_leaves=10
num_cat=0
split_feature=31 26 26 9 0 9 4 0 2
split_gain=1.1781 1.16687 2.93144 1.88177 3.869 3.07592 1.34775 4.50638 4.23616
threshold=0.095410000000000009 0.40795000000000009 0.13970500000000005 0.11582000000000002 -0.059114999999999994 0.11007500000000002 0.10515500000000001 -0.20796499999999998 0.11392500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 8 -8 -1
right_child=-2 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-4.2740950327725856e-05 0.015930101972854195 0.011265948346408584 -0.01980976965637651 -0.024654845615025008 0.0099575812914528411 0.020594943980896594 0.030980856421011681 0.0015998179442002103 -0.024840144025595857
leaf_weight=2703 47 90 74 83 52 75 58 477 70
leaf_count=2703 47 90 74 83 52 75 58 477 70
internal_value=0 7.32589e-05 -0.000206954 0.000205153 -0.0113166 0.000665175 0.000213073 0.00478658 -0.000669008
internal_weight=0 3682 3592 3518 135 3383 3308 535 2773
internal_count=3729 3682 3592 3518 135 3383 3308 535 2773
is_linear=0
shrinkage=0.0995203


Tree=402
num_leaves=12
num_cat=0
split_feature=19 2 19 19 18 20 2 2 18 2 18
split_gain=1.23854 3.69536 2.02096 2.03021 4.26178 3.17793 5.06954 2.17343 5.06293 2.33322 0.840807
threshold=0.12170000000000002 -0.037414999999999997 0.11602000000000003 0.10861000000000003 0.19545000000000004 -0.16295499999999999 -0.076954999999999996 0.10166000000000001 0.096280000000000018 0.094050000000000022 -0.013734999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 6 -1 9 -9 -7 -2
right_child=1 -3 -4 -5 -6 7 -8 8 -10 -11 -12
leaf_value=0.0057220051568124247 -0.0098129975051951587 -0.031792055186609137 0.019403093435481734 -0.014666110447927979 0.025581258225702095 0.00030159318176859547 -0.040014134396642545 0.0034947854922172811 0.038965152691999357 -0.018626467856101205 0.0070712717859557055
leaf_weight=47 46 47 56 87 67 2839 49 299 46 66 80
leaf_count=47 46 47 56 87 67 2839 49 299 46 66 80
internal_value=0 -0.00797644 0.000646417 0.000346076 0.000728989 0.000231104 -0.017614 0.000758472 0.00822655 -0.00012816 0.000900675
internal_weight=0 173 3556 3500 3413 3346 96 3250 345 2905 126
internal_count=3729 173 3556 3500 3413 3346 96 3250 345 2905 126
is_linear=0
shrinkage=0.0995203


Tree=403
num_leaves=14
num_cat=0
split_feature=3 3 11 3 3 8 17 8 10 8 4 30 17
split_gain=1.09867 1.03656 4.82222 1.78823 1.81005 6.91733 2.09253 1.47961 3.41426 3.87634 2.72658 3.99477 2.5941
threshold=-0.13947499999999999 1.0000000180025095e-35 -0.085504999999999984 0.080495000000000025 0.084235000000000018 -0.085165000000000005 -0.012064999999999999 -0.088024999999999992 0.084800000000000028 -0.11061499999999999 0.11644500000000003 0.098380000000000009 -0.54192999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 8 9 -6 12 -12 -9
right_child=1 3 -4 4 7 -7 -8 10 -10 -11 11 -13 -14
leaf_value=0.011339769498866158 0.011881808120710479 0.01660444288341497 -0.030571999944736968 -0.0078484041806200135 0.0069439479366195092 -0.032432656553916604 0.017906234319088794 -0.010846101898189823 -0.029668660442258077 -0.0081187109100113123 0.024698776112322653 -0.010216466410867792 0.0017427959189244924
leaf_weight=86 52 65 54 61 296 78 64 175 46 395 110 46 2201
leaf_count=86 52 65 54 61 296 78 64 175 46 395 110 46 2201
internal_value=0 -4.05586e-05 -0.00973788 0.000249828 -5.61142e-05 -0.00917488 0.00533142 0.000509897 -0.00341417 -0.00166522 0.00165242 0.014398 0.000815239
internal_weight=0 3643 106 3537 3472 203 125 3269 737 691 2532 156 2376
internal_count=3729 3643 106 3537 3472 203 125 3269 737 691 2532 156 2376
is_linear=0
shrinkage=0.0995203


Tree=404
num_leaves=15
num_cat=0
split_feature=19 8 1 6 4 8 3 11 3 7 3 5 18 5
split_gain=1.42097 3.99631 2.69068 2.46123 1.89841 3.10228 1.69894 6.12922 4.7657 3.77327 3.33915 10.3158 2.75135 2.38647
threshold=0.11174500000000002 0.0017700000000000003 -0.53140500000000002 -0.011749999999999998 0.087270000000000028 -0.082244999999999999 0.14426500000000003 -1.0000000180025095e-35 0.13547000000000003 0.093110000000000012 0.12323500000000003 0.049800000000000011 -0.0010249999999999999 -0.338115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 8 -8 9 10 12 -12 -4 -9
right_child=1 -3 6 -5 -6 -7 7 13 -10 -11 11 -13 -14 -15
leaf_value=0.020913994145283211 0.031213459761713292 -0.032199958439836085 0.0024978356139037589 -0.019227469143714451 -0.011205393354189372 -0.0016226640198507133 -0.012333009824393041 0.011400101455136214 -0.023874981495401144 0.025440211795063686 0.04806753687396903 -0.014027383247736174 -0.0035619957153879738 0.042060811456857132
leaf_weight=66 49 49 1564 54 49 68 70 53 80 60 54 52 1412 48
leaf_count=66 49 49 1564 54 49 68 70 53 80 60 54 52 1412 48
internal_value=0 -0.0064969 0.00101205 -0.000768399 0.00523143 0.0121222 0.000624678 0.0102913 0.00011139 0.000722379 0.000240909 0.0175982 -0.000377051 0.0259796
internal_weight=0 269 3459 220 166 117 3393 171 3222 3142 3082 106 2976 101
internal_count=3728 269 3459 220 166 117 3393 171 3222 3142 3082 106 2976 101
is_linear=0
shrinkage=0.0995203


Tree=405
num_leaves=17
num_cat=0
split_feature=2 10 18 17 17 1 21 21 2 19 6 3 5 18 5 0
split_gain=1.31646 4.88305 1.52014 2.2716 2.44867 2.78665 1.91498 3.95213 7.91322 3.92762 3.96602 4.34344 3.22007 6.04984 4.53475 2.02078
threshold=-0.23128999999999997 0.085705000000000017 0.24916000000000005 -0.53299999999999992 -0.54604999999999992 -0.043804999999999997 0.11883500000000002 0.10168500000000003 -0.0072299999999999994 0.0069650000000000016 -0.045589999999999999 0.11578500000000001 0.18340500000000004 -0.017129999999999996 0.12043500000000003 -0.094389999999999988
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 7 12 15 10 11 -8 14 -14 -5 -9
right_child=2 -3 -4 6 -6 -7 9 8 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=0.03582102145911658 0.019826160632404582 -0.0069659478044154103 -0.012819928123445356 0.00061315479633338213 0.030792034535952136 -0.011294286888621677 0.02742831906458093 0.0082904675820475778 -0.047581870415673265 -0.010604485018608546 0.039956552821778256 -0.0089403227119922851 -0.0023287360672452186 -0.043591495611030998 0.030021245614448758 -0.011303116874012776
leaf_weight=46 56 62 88 2585 48 58 58 82 51 78 50 74 150 46 53 143
leaf_count=46 56 62 88 2585 48 58 58 82 51 78 50 74 150 46 53 143
internal_value=0 0.0112506 9.99362e-05 0.000422067 0.0119334 0.00398577 -0.000131055 -0.000817233 -0.0121855 0.00807354 0.0160829 0.00703364 0.000289623 -0.012017 0.0012043 -0.00415871
internal_weight=0 108 3620 3532 162 114 3370 3110 276 260 182 132 2834 196 2638 225
internal_count=3728 108 3620 3532 162 114 3370 3110 276 260 182 132 2834 196 2638 225
is_linear=0
shrinkage=0.0995203


Tree=406
num_leaves=15
num_cat=0
split_feature=39 2 10 0 2 17 1 0 2 2 12 10 17 0
split_gain=1.37435 1.12349 3.95966 1.86217 5.42968 2.68146 3.95866 3.53577 4.90269 2.46484 2.45282 4.25118 3.22767 1.4724
threshold=1.0000000180025095e-35 -0.23128999999999997 0.085705000000000017 0.042275000000000014 -0.078244999999999995 -0.45791500000000002 -0.112275 -0.072694999999999996 -0.077945 -0.082294999999999993 0.094205000000000025 0.087790000000000021 -0.049834999999999997 0.099665000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -3 9 -9 -8 11 12 -7 -6
right_child=-2 3 -4 4 13 10 7 8 -10 -11 -12 -13 -14 -15
leaf_value=0.032256107676405993 0.014955507197201401 0.031551891036357159 -0.0062726949825425617 -0.039536417350136979 0.011001203823623669 -0.0055618115551176713 0.0045235453931281198 0.00062089808943936557 0.04058925325209671 -0.022489915078442418 -0.022885164905923454 0.027726653681433219 0.0015248851468512164 -0.0098135431155356515
leaf_weight=46 63 62 62 46 64 930 74 83 48 61 48 53 2017 71
leaf_count=46 63 62 62 46 64 930 74 83 48 61 48 53 2017 71
internal_value=0 0.000130276 0.0101301 -0.000173117 -0.0100075 0.0003539 0.00890406 0.00362216 0.0152721 -0.00767648 -0.000565928 -0.000208547 -0.000711223 4.81253e-05
internal_weight=0 3665 108 3557 181 3376 328 266 131 135 3048 3000 2947 135
internal_count=3728 3665 108 3557 181 3376 328 266 131 135 3048 3000 2947 135
is_linear=0
shrinkage=0.0995203


Tree=407
num_leaves=11
num_cat=0
split_feature=0 1 1 9 11 2 3 21 0 4
split_gain=1.21565 6.86654 4.16639 3.18554 3.52545 2.65064 2.47434 2.81522 2.90351 1.94258
threshold=0.053120000000000007 -0.50763499999999995 -0.51744999999999985 -0.22988499999999998 -0.16980999999999999 -0.029394999999999998 0.14721500000000004 0.14779000000000003 -0.0083449999999999983 0.088230000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 9 7 8 -6 -4
right_child=2 3 5 4 6 -7 -8 -9 -10 -11
leaf_value=-0.035677359524194978 0.031823937546084417 0.021586916404787101 -0.0071967680400268656 -0.024776404253659096 -0.00010248862139118165 -0.019949908429853915 0.018523408729475808 -0.023201454109281143 0.019585712984487056 0.016725332765634076
leaf_weight=53 53 69 56 56 3109 48 73 51 76 84
leaf_count=53 53 69 56 56 3109 48 73 51 76 84
internal_value=0 -0.000129071 0.0071791 0.00041934 -1.44628e-05 0.000226998 0.00040435 -4.14007e-06 0.000367052 0.00715065
internal_weight=0 3487 241 3434 3365 188 3309 3236 3185 140
internal_count=3728 3487 241 3434 3365 188 3309 3236 3185 140
is_linear=0
shrinkage=0.0995203


Tree=408
num_leaves=15
num_cat=0
split_feature=17 18 21 1 18 9 9 35 27 1 17 17 1 9
split_gain=2.0335 2.07347 1.42619 4.60754 4.64585 3.11013 2.84619 2.26952 1.9571 1.90607 1.76157 6.89552 5.02896 1.60658
threshold=-0.57205499999999987 0.30956000000000011 -0.019084999999999998 -0.014549999999999999 -0.018629999999999997 0.089855000000000032 0.085145000000000012 -0.081665000000000001 0.11510000000000002 -0.025874999999999999 -0.049834999999999997 -0.062765000000000001 -0.50954999999999984 0.026545000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 6 13 -5 -4 10 -2 11 -9 -12 -6
right_child=1 -3 7 4 5 -7 -8 8 -10 -11 12 -13 -14 -15
leaf_value=-0.019944737957380668 -0.00072230058718719518 0.019803384498600491 0.019071403952624275 -0.048609221650314151 -0.0058147806072868036 -0.024956006455547339 -0.013935760574472024 -0.0014778166722202799 0.018896216133135336 0.023872789330659391 -0.030587622540247428 -0.040729799124879326 0.002731428778722299 0.016780137903569019
leaf_weight=50 72 53 65 46 66 48 48 1221 55 55 46 46 1815 59
leaf_count=50 72 53 65 46 66 48 48 1221 55 55 46 46 1815 59
internal_value=0 0.000260623 -2.35473e-05 -0.00567822 -0.0131019 -0.00341986 -0.0309123 0.000662143 0.00028595 0.00992268 -4.10148e-05 -0.00290356 0.00190741 0.00484347
internal_weight=0 3695 3642 394 267 173 94 3248 3183 127 3128 1267 1861 125
internal_count=3745 3695 3642 394 267 173 94 3248 3183 127 3128 1267 1861 125
is_linear=0
shrinkage=0.0995203


Tree=409
num_leaves=9
num_cat=0
split_feature=17 18 0 0 0 17 26 17
split_gain=1.64888 1.68132 1.19005 3.02456 3.6789 2.04593 4.70509 1.78101
threshold=-0.57205499999999987 0.30956000000000011 -0.26289499999999993 -0.23177499999999998 -0.229625 0.51392000000000015 0.088475000000000012 0.50214000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 7 -7 -6
right_child=1 -3 3 4 5 6 -8 -9
leaf_value=-0.017959834556701505 0.01522631249045597 0.017832548466337965 -0.024061053296087227 0.026920037232163262 -0.00016614332622122904 -0.034396999328491128 0.0055800308023480167 0.015243153059131282
leaf_weight=50 50 53 52 50 3297 55 62 76
leaf_count=50 50 53 52 50 3297 55 62 76
internal_value=0 0.00023462 -2.12487e-05 -0.00023372 0.000116055 -0.000267722 -0.0132056 0.000180814
internal_weight=0 3695 3642 3592 3540 3490 117 3373
internal_count=3745 3695 3642 3592 3540 3490 117 3373
is_linear=0
shrinkage=0.0995203


Tree=410
num_leaves=11
num_cat=0
split_feature=17 18 3 18 18 4 5 4 5 10
split_gain=1.33702 1.39717 3.58071 1.67869 1.55788 1.89383 3.66669 2.21936 5.61824 3.12919
threshold=-0.57205499999999987 0.18126000000000006 0.097595000000000029 0.14808000000000004 0.13474500000000003 0.13528000000000004 -0.43873000000000001 0.11874000000000003 -0.25464999999999999 0.08821500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 7 -7 9 -9 -2
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11
leaf_value=-0.016172466983166676 -0.00061057524493042103 -0.0068169075752839599 0.028149554234877722 -0.016238626419259924 0.016050351795345343 -0.0044147855517473336 0.024897093464200444 0.0014385848316198714 -0.041388712539086554 0.019831213434950267
leaf_weight=50 3076 57 59 63 60 85 84 89 46 76
leaf_count=50 3076 57 59 63 60 85 84 89 46 76
internal_value=0 0.000211292 0.0109607 -0.000136881 0.000151398 -0.000124388 0.0101496 -0.000652871 -0.0131484 -0.000117429
internal_weight=0 3695 116 3579 3516 3456 169 3287 135 3152
internal_count=3745 3695 116 3579 3516 3456 169 3287 135 3152
is_linear=0
shrinkage=0.0995203


Tree=411
num_leaves=8
num_cat=0
split_feature=17 0 0 0 22 22 22
split_gain=1.08414 0.943974 2.5003 2.95664 1.06231 1.83576 2.2692
threshold=-0.57205499999999987 -0.26289499999999993 -0.23177499999999998 -0.229625 0.11419000000000003 0.10460500000000002 0.089225000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.014562980999734812 0.013771752260277945 -0.02166238947821849 0.024349132320728196 -0.00041734290215689017 0.011104643117603594 -0.020037035171966436 0.016648120297832403
leaf_weight=50 50 52 50 3335 83 46 79
leaf_count=50 50 52 50 3335 83 46 79
internal_value=0 0.000190242 3.71438e-06 0.000317507 -2.14046e-05 -0.000288538 -2.22079e-05
internal_weight=0 3695 3645 3593 3543 3460 3414
internal_count=3745 3695 3645 3593 3543 3460 3414
is_linear=0
shrinkage=0.0995203


Tree=412
num_leaves=8
num_cat=0
split_feature=3 21 3 0 28 29 12
split_gain=1.58265 1.53782 2.39028 2.09674 2.25266 4.12764 1.5127
threshold=0.18676500000000004 0.15665000000000004 0.15361500000000003 0.12512500000000001 0.082705000000000015 0.096295000000000033 0.092405000000000029
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.0009976712274305387 -0.014347623176638589 -0.016882888092458387 0.021067306631251323 0.014744785471580363 0.018636899383171382 -0.030119749117605312 0.015793913790856231
leaf_weight=3306 82 55 52 88 58 48 54
leaf_count=3306 82 55 52 88 58 48 54
internal_value=0 -0.000367145 -0.000115014 -0.000425171 -0.000810565 -0.00114178 -0.000727563
internal_weight=0 3661 3606 3554 3466 3408 3360
internal_count=3743 3661 3606 3554 3466 3408 3360
is_linear=0
shrinkage=0.0995203


Tree=413
num_leaves=11
num_cat=0
split_feature=6 21 38 20 10 0 0 21 26 18
split_gain=1.40634 1.55481 1.26596 1.49053 4.44619 4.15856 12.0091 5.27457 3.73183 4.61556
threshold=0.23663500000000004 -0.096850000000000006 -0.07965499999999999 -0.076664999999999997 0.072470000000000021 -0.25289499999999993 -0.225295 -0.085204999999999989 0.094025000000000011 0.092235000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 -5 -7 -8 9 -4
right_child=-2 2 3 5 -6 6 7 -9 -10 -11
leaf_value=-0.015404280195906124 -0.017185654134589334 0.012044974112702951 -0.0039147586394628828 0.028122226073612269 0.032653861436063601 -0.04365525948865346 0.031704294017790353 -0.0015974445640043041 0.026028615264671887 0.016831135687307177
leaf_weight=67 50 83 624 46 48 67 48 2525 57 128
leaf_count=67 50 83 624 46 48 67 48 2525 57 128
internal_value=0 -0.000381891 -0.000104086 -0.000388927 0.00322452 -0.00154215 -0.00205933 -0.000975873 0.00147739 -0.000382453
internal_weight=0 3693 3626 3543 857 2686 2640 2573 809 752
internal_count=3743 3693 3626 3543 857 2686 2640 2573 809 752
is_linear=0
shrinkage=0.0995203


Tree=414
num_leaves=18
num_cat=0
split_feature=21 17 26 26 17 17 17 18 21 17 20 27 1 29 1 0 8
split_gain=1.37546 1.35742 3.09863 7.52876 3.18816 2.61308 1.93156 5.52459 4.023 7.58965 3.07265 2.34497 6.24527 3.33828 1.74029 1.80606 0.624259
threshold=0.15159000000000003 0.27568500000000007 -0.047160000000000001 0.0054200000000000012 0.41031000000000012 0.19454500000000005 0.064745000000000011 -0.011835 0.08167000000000002 0.12374500000000002 -0.16295499999999999 0.093000000000000013 0.44303500000000012 -0.011859999999999999 0.0036400000000000009 -0.078289999999999985 -0.083804999999999991
decision_type=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 10 -8 9 -9 -1 13 -13 -12 15 -6 -7
right_child=-2 2 3 4 14 16 7 8 -10 -11 11 12 -14 -15 -16 -17 -18
leaf_value=-0.018671580139416208 -0.012986893571277245 0.016795238029604882 -0.044126693692334934 -0.020883760575132537 -0.012280327983541553 0.023580319267334556 0.019627762447273503 -0.040020211498698596 0.0033468449859125468 0.0070649255868231705 0.014556852530473638 -0.027727148963566262 0.013408867051042684 0.00092984241459269194 0.020358794787464076 0.0084930356278864767 0.0079639058529097865
leaf_weight=79 86 52 52 73 80 53 58 101 80 51 192 89 62 2454 46 86 49
leaf_count=79 86 52 52 73 80 53 58 101 80 51 192 89 62 2454 46 86 49
internal_value=0 -0.000253382 -0.00581093 -0.00930156 -0.00294462 0.0004079 -9.69588e-05 -0.00783833 -0.0147084 -0.0242165 0.000683354 0.00123032 -0.0108314 0.00191896 0.00322868 -0.00151329 0.0160863
internal_weight=0 3657 389 337 285 3268 3166 290 232 152 2876 2797 151 2646 212 166 102
internal_count=3743 3657 389 337 285 3268 3166 290 232 152 2876 2797 151 2646 212 166 102
is_linear=0
shrinkage=0.0995203


Tree=415
num_leaves=12
num_cat=0
split_feature=4 9 8 8 26 10 3 27 17 8 8
split_gain=1.35634 3.60575 3.06783 1.31385 4.20406 2.04902 6.75866 4.12369 3.31559 2.18081 1.91047
threshold=0.14450000000000005 -0.22988499999999998 -0.26194999999999996 0.11023500000000003 -0.231015 0.080705000000000013 0.092395000000000019 -0.079769999999999994 -0.036600000000000001 0.085560000000000011 0.010485000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 7 -7 -3 -8 10 -9
right_child=2 3 -4 4 -6 6 8 9 -10 -11 -12
leaf_value=0.026109024264942358 -0.026737721231690353 -0.029076215780499657 0.0071340149309689826 0.0062396655484219963 -0.026453277028033718 0.03856418267930662 0.010105547121037756 -0.0001264067997336727 -0.022640572403897392 0.019941177532837698 -0.013141138247627039
leaf_weight=51 59 50 48 81 75 57 79 3025 50 52 116
leaf_count=51 59 50 48 81 75 57 79 3025 50 52 116
internal_value=0 -0.00016649 -0.0115353 -0.000540513 -0.00947285 -0.000133903 0.010024 -0.000716757 -0.00258041 -0.000272412 -0.000607314
internal_weight=0 3636 107 3585 156 3429 186 3243 129 3193 3141
internal_count=3743 3636 107 3585 156 3429 186 3243 129 3193 3141
is_linear=0
shrinkage=0.0995203


Tree=416
num_leaves=20
num_cat=0
split_feature=1 20 26 4 4 5 1 3 4 11 5 11 3 4 26 17 8 26 3
split_gain=1.90873 6.70272 4.34217 3.65788 5.15485 3.29617 4.06449 3.79629 2.46615 6.98528 2.81912 2.1867 2.81836 2.47481 7.95163 6.83076 2.71977 2.16944 1.99781
threshold=0.24921000000000004 -0.08793999999999999 0.089795000000000028 0.090860000000000024 0.10739000000000003 -0.19631499999999999 0.09692000000000002 0.098455000000000029 0.13240000000000005 -0.065469999999999987 -0.50273499999999982 -0.086319999999999994 1.0000000180025095e-35 0.075700000000000031 -0.086635000000000004 0.011640000000000003 -0.092299999999999993 -0.10954 0.090835000000000013
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 6 -1 -8 10 -10 -6 -7 -13 16 -15 -16 18 -18 -14
right_child=1 2 -4 4 8 11 7 -9 9 -11 -12 12 13 14 15 -17 17 -19 -20
leaf_value=0.036443431890960186 -0.042005445522344767 -0.018885102723266375 -0.023998486352155773 0.03703493972833944 0.0058615593861254967 0.016074138252248855 -0.017571131034914457 0.021634059442460284 -0.017609227730703576 0.02987197759614825 -0.024913042833435081 -0.021299370451902794 0.018098421498832888 -0.044108643724144518 0.0032220003022195086 -0.026711570653505465 0.011778438151066153 -0.00044011398527872325 -0.0016165362762057978
leaf_weight=56 46 65 74 48 61 83 47 51 51 77 57 62 158 49 421 92 155 2013 75
leaf_count=56 46 65 74 48 61 83 47 51 51 77 57 62 158 49 421 92 155 2013 75
internal_value=0 -0.00588566 -0.00204656 0.00247607 0.00720157 0.000842058 0.0150541 0.00282322 0.00137709 0.0109473 -0.0089972 0.000137595 -0.000299402 0.000139741 -0.00580486 -0.00214461 0.00153153 0.000433068 0.0117489
internal_weight=0 479 433 359 294 3262 154 98 246 128 118 3108 3025 2963 562 513 2401 2168 233
internal_count=3741 479 433 359 294 3262 154 98 246 128 118 3108 3025 2963 562 513 2401 2168 233
is_linear=0
shrinkage=0.0995203


Tree=417
num_leaves=11
num_cat=0
split_feature=13 35 3 3 1 26 26 20 18 4
split_gain=1.66637 1.95893 6.70504 1.96847 1.36245 2.80836 4.47079 4.11497 2.26898 3.6838
threshold=0.080720000000000028 -0.084154999999999994 -0.0043349999999999994 0.079570000000000016 0.031740000000000011 0.0054200000000000012 0.086365000000000011 -0.049534999999999996 0.24916000000000005 0.10739000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 8 7 -7 -6 9 -5
right_child=-2 2 3 4 5 6 -8 -9 -10 -11
leaf_value=-0.020128739037577243 -0.014906145548564557 0.03298468079619845 -0.018211068699579565 0.00086690443156526914 -0.010735453053737716 -0.039099808089662846 -0.0056894984982524812 0.0087887342857854225 -0.014661219183901519 0.015894461894503411
leaf_weight=46 73 62 58 2447 168 46 289 294 85 173
leaf_count=46 73 62 58 2447 168 46 289 294 85 173
internal_value=0 0.000278832 0.000538238 -2.66109e-05 0.000274326 -0.00334171 -0.0102796 0.00168726 0.00134006 0.00185949
internal_weight=0 3668 3622 3560 3502 797 335 462 2705 2620
internal_count=3741 3668 3622 3560 3502 797 335 462 2705 2620
is_linear=0
shrinkage=0.0995203


Tree=418
num_leaves=14
num_cat=0
split_feature=13 11 9 8 8 9 4 27 8 8 2 2 7
split_gain=1.35118 1.93261 2.38386 4.07021 2.558 2.09753 5.23332 2.73901 14.2208 4.68447 2.44106 5.81438 1.9525
threshold=0.080720000000000028 -0.15367499999999998 -0.093949999999999992 -0.092299999999999993 -0.44475499999999996 -0.063329999999999984 0.11061500000000002 1.0000000180025095e-35 -0.077604999999999993 -0.097249999999999989 -0.122295 -0.16935999999999998 0.058975000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -4 10 9 -9 11 -7 -12
right_child=-2 2 5 -5 -6 7 -8 8 -10 -11 12 -13 -14
leaf_value=0.015082516759559406 -0.013422683508088425 -0.013775786348490932 0.031404389420214722 -0.028003244214146895 0.017742598576284553 -0.0013784244486297968 -0.0054641320980664326 -0.0096590173746570612 -0.056214509703845061 0.02509074576734829 0.00033044175943916385 0.034709781023916426 -0.020123661657586365
leaf_weight=85 73 51 72 80 51 123 81 101 52 62 2794 69 47
leaf_count=85 73 51 72 80 51 123 81 101 52 62 2794 69 47
internal_value=0 0.000251016 -0.000100605 -0.0111975 0.00197538 0.000492992 0.0118804 -4.3171e-05 -0.0108981 0.00355367 0.000726031 0.0115865 -7.65228e-06
internal_weight=0 3668 3583 182 102 3401 153 3248 215 163 3033 192 2841
internal_count=3741 3668 3583 182 102 3401 153 3248 215 163 3033 192 2841
is_linear=0
shrinkage=0.0995203


Tree=419
num_leaves=31
num_cat=0
split_feature=18 5 4 18 5 2 2 10 3 2 2 8 8 21 2 2 2 4 2 2 2 18 26 9 2 2 3 8 5 8
split_gain=1.24579 3.8269 4.65265 3.3101 4.00316 3.10652 4.57721 3.0886 4.45958 4.23534 3.80253 9.55387 3.24752 2.7119 4.63373 6.89496 4.62796 5.24208 3.36541 2.47575 2.35519 3.66748 1.91532 5.06876 2.21907 5.41418 2.44142 1.62429 1.49856 1.43906
threshold=-0.0010249999999999999 -0.013944999999999999 0.077235000000000012 -0.018629999999999997 -0.021739999999999999 0.097745000000000012 0.12610000000000002 0.07635500000000002 0.086850000000000024 -0.13088999999999998 -0.087944999999999995 -0.0083949999999999979 -0.10833 0.10009000000000003 0.097745000000000012 0.12185000000000003 -0.0083149999999999995 0.10575500000000003 0.08666500000000002 0.0049750000000000011 -0.069969999999999991 -0.085454999999999989 0.094935000000000033 0.10153500000000003 -0.074304999999999996 -0.018864999999999996 0.090835000000000013 -0.07594999999999999 -0.026719999999999997 -0.012839999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 19 -7 9 -9 -2 11 -11 -10 14 18 -16 29 -18 -12 22 21 -1 24 27 26 -26 -3 -24 -23 -15
right_child=7 5 -4 4 -6 6 -8 8 12 10 13 -13 -14 16 15 -17 17 -19 -20 -21 -22 28 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0099675203668074305 0.02305020886805972 -0.0040837459639037716 0.040063826580131863 0.004838624125645374 0.041192813876520323 -0.038073414763404159 0.0036702391148468552 -0.037373021718714615 -0.021922050721966662 -0.053173173858175229 0.00014367806670788507 0.0079203068209001623 0.014059815063456528 0.0069773493992992047 0.044166339073683475 0.0043612416007247036 -0.049622067565031215 -0.008011386848910295 -0.026066273024218205 0.023106630633840164 0.018967148377740824 -0.029478924194604673 0.0066514580905708328 -0.014070360099694682 -0.039735134621707649 0.0063576121009430355 0.0067885354627561165 0.027200755697540113 -0.0060940180195720737 -0.011921366137579879
leaf_weight=89 72 613 46 73 51 52 52 57 46 47 997 55 54 133 58 168 47 83 51 47 51 52 68 70 49 52 307 87 57 57
leaf_count=89 72 613 46 73 51 52 52 57 46 47 997 55 54 133 58 168 47 83 51 47 51 52 68 70 49 52 307 87 57 57
internal_value=0 0.00185553 0.0101976 0.00651218 0.0197974 -0.000645913 -0.0171937 -0.00177821 -0.0151557 -0.000589809 -0.00159388 -0.0202226 -0.00248366 -0.000401313 0.00165543 0.0145803 -0.00859229 -0.0230616 -0.00113103 0.000684446 -0.000100445 -0.00501593 -0.000160678 0.0081504 -0.00199301 -0.0159961 -0.000454823 0.0181909 -0.0172576 0.00130342
internal_weight=0 1816 419 373 124 1397 104 1925 157 1768 1696 102 100 1594 1274 226 320 130 1048 1293 249 198 1246 225 1021 101 920 155 109 190
internal_count=3741 1816 419 373 124 1397 104 1925 157 1768 1696 102 100 1594 1274 226 320 130 1048 1293 249 198 1246 225 1021 101 920 155 109 190
is_linear=0
shrinkage=0.0995203


Tree=420
num_leaves=13
num_cat=0
split_feature=3 6 27 5 6 9 4 4 6 4 3 2
split_gain=3.75048 1.72718 6.1185 6.75486 2.53141 2.41129 2.06877 1.48568 6.80013 4.89322 2.42633 3.40043
threshold=0.31589000000000006 -0.42102499999999998 0.096090000000000023 -0.47386999999999996 -0.23160999999999998 -0.042790000000000002 0.13440000000000005 0.11219500000000003 -0.083069999999999991 0.11995000000000003 0.14530500000000005 0.10003000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 7 10 -9 -10 11 -6
right_child=-2 4 -4 -5 6 -7 -8 8 9 -11 -12 -13
leaf_value=0.0069000708256905657 -0.02668464311786857 -0.00017333406863400181 0.019713277722346698 -0.038418573680674792 0.00029650672058086422 0.0312328383540635 -0.017840362644706901 -0.017829447724633917 0.046171995828549604 0.0017909834050123649 0.02043231484848064 -0.014553788686786135
leaf_weight=54 53 46 52 82 2967 51 63 56 53 46 56 161
leaf_count=54 53 46 52 82 2967 51 63 56 53 46 56 161
internal_value=0 -2.0986e-05 -0.00931379 -0.0204184 0.000478079 0.0163308 2.58363e-05 0.00036318 0.00987776 0.0255588 -9.97416e-05 -0.000467585
internal_weight=0 3687 188 136 3499 97 3402 3339 155 99 3184 3128
internal_count=3740 3687 188 136 3499 97 3402 3339 155 99 3184 3128
is_linear=0
shrinkage=0.0995203


Tree=421
num_leaves=13
num_cat=0
split_feature=4 6 27 1 1 1 0 1 9 0 8 4
split_gain=2.18035 1.51013 5.53764 6.29482 1.88327 2.35264 2.5564 13.0557 8.25678 6.1992 2.62374 0.906632
threshold=0.15730000000000002 -0.42102499999999998 0.096595000000000028 0.50996500000000011 0.42491000000000007 0.36766000000000004 -0.142265 0.05340000000000001 0.083325000000000024 -0.13752999999999999 0.010485000000000003 0.11240500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 -3 -8 -11 -7
right_child=-2 4 -4 -5 -6 11 9 -9 -10 10 -12 -13
leaf_value=-0.049293532634325468 -0.021433480829572516 -0.0086005513573412309 0.019327951454784796 -0.0037631297013679204 0.019951843017236282 -0.0061807059613533458 -0.032825695529560488 0.053154270843524948 0.037504540025107669 0.0013816193879935368 -0.0078013497093156574 -0.024554977446981655
leaf_weight=46 48 212 50 87 48 60 57 55 47 2633 349 48
leaf_count=46 48 212 50 87 48 60 57 55 47 2633 349 48
internal_value=0 -8.50919e-05 -0.0088989 -0.0195167 0.000374329 0.000102575 0.000568486 0.00911747 -0.000230824 -0.000314555 0.000306611 -0.0143546
internal_weight=0 3692 183 133 3509 3461 3353 314 259 3039 2982 108
internal_count=3740 3692 183 133 3509 3461 3353 314 259 3039 2982 108
is_linear=0
shrinkage=0.0995203


Tree=422
num_leaves=13
num_cat=0
split_feature=3 9 18 4 2 0 1 22 0 18 1 18
split_gain=2.79157 1.27681 1.25584 3.92097 3.92123 4.10993 4.22309 1.81347 2.22813 2.55652 6.1844 3.48781
threshold=0.31589000000000006 -0.26414499999999996 -0.0010249999999999999 0.10876500000000001 0.097745000000000012 -0.15034 -0.15353499999999998 0.12026000000000002 -0.23998999999999998 0.082540000000000016 -0.0043399999999999992 0.086800000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 -4 10 -10 -11
right_child=-2 2 7 -5 -6 6 -8 -9 9 11 -12 -13
leaf_value=0.014048670923324829 -0.023001256185148509 0.028742020958543484 0.019411760771887884 0.026642126177347219 -0.022309360797665139 -0.017462226793262668 0.0022501326599939147 -0.019549241734679305 -0.020648415562356984 0.021480716684676642 -0.00094878333730580744 -0.00039408111952202163
leaf_weight=63 53 54 49 60 70 116 1493 57 215 79 594 837
leaf_count=63 53 54 49 60 70 116 1493 57 215 79 594 837
internal_value=0 2.17898e-06 -0.000241781 0.0016301 0.000763661 0.00173536 0.000828471 -0.00207526 -0.00151335 -0.00210822 -0.00618517 0.00149161
internal_weight=0 3687 3624 1793 1733 1663 1609 1831 1774 1725 809 916
internal_count=3740 3687 3624 1793 1733 1663 1609 1831 1774 1725 809 916
is_linear=0
shrinkage=0.0995203


Tree=423
num_leaves=25
num_cat=0
split_feature=3 0 26 17 18 17 0 18 4 2 0 3 4 4 0 4 20 18 0 0 17 0 8 18
split_gain=2.33381 1.12651 2.68571 4.93672 4.51734 1.9397 1.88686 1.54208 5.00577 6.70775 3.27338 2.8782 2.10765 6.2394 4.82337 4.3515 5.38234 3.66684 2.78154 2.61994 5.25866 3.7333 1.91549 0.971559
threshold=0.18676500000000004 -0.0083449999999999983 0.10089500000000003 -0.015464999999999998 0.089775000000000021 -0.12647999999999998 0.076335000000000014 -0.0010249999999999999 0.10575500000000003 0.09556000000000002 -0.15034 0.090360000000000024 0.083105000000000026 0.090860000000000024 -0.083589999999999984 0.10098000000000003 -0.084724999999999995 0.089505000000000015 -0.075179999999999983 -0.13056499999999996 0.047990000000000012 -0.091770000000000004 -0.082844999999999988 -0.11533
decision_type=2 2 2 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 5 23 -5 8 9 10 -1 -12 14 -14 19 -15 -17 18 -16 20 -9 -21 -19 -3
right_child=-2 2 -4 6 -6 -7 -8 12 -10 -11 11 -13 13 15 17 16 -18 22 -20 21 -22 -23 -24 -25
leaf_value=0.025881609719843594 -0.016793254166153657 -0.001712757725239226 0.027786355356476455 0.029284848069940042 -0.034523052344629775 -0.014308878107254413 0.0033321652386472389 0.043241566131806727 0.033652526529156707 -0.036752993523116007 -0.0027956880630685432 0.0060091096621865178 -0.035877211227065504 0.021162371039895909 -0.0088505050251839416 -0.032280257153594144 -0.0023021537754544514 0.011536850705951895 -0.041283288260173578 -0.0049311925240093767 -0.0028507087300149066 0.011311170692445098 -0.007311070866473781 0.017129577139443464
leaf_weight=54 83 50 46 68 46 56 47 49 47 46 866 639 68 61 54 71 361 69 51 304 49 260 236 59
leaf_count=54 83 50 46 68 46 56 47 49 47 46 866 639 68 61 54 71 361 69 51 304 49 260 236 59
internal_value=0 8.29227e-05 0.00527367 0.00209452 -0.00694394 0.000739835 0.0186852 -0.000504639 0.00163886 0.000700876 0.00180652 0.000942151 -0.00267358 -0.00761594 -8.6371e-05 -0.00371617 -0.00723101 -0.00856967 -0.0246114 0.0051664 0.0201871 0.00255497 -0.00304443 0.0084788
internal_weight=0 3657 372 326 211 165 115 3285 1652 1605 1559 1505 1633 561 1072 493 432 410 105 662 98 564 305 109
internal_count=3740 3657 372 326 211 165 115 3285 1652 1605 1559 1505 1633 561 1072 493 432 410 105 662 98 564 305 109
is_linear=0
shrinkage=0.0995203


Tree=424
num_leaves=12
num_cat=0
split_feature=4 2 4 4 0 25 3 35 3 0 0
split_gain=1.46933 2.64324 4.55468 2.39204 1.5806 1.51363 1.53658 6.0136 2.21436 2.48645 1.88671
threshold=0.13528000000000004 -0.035314999999999992 0.14257000000000006 0.13146500000000003 -0.051999999999999998 0.083740000000000023 1.0000000180025095e-35 -0.079394999999999993 0.082130000000000022 -0.23177499999999998 -0.229625
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -4 6 7 -1 -8 -10 -11
right_child=1 2 4 -5 -6 -7 8 -9 9 10 -12
leaf_value=0.010176295012808778 0.029894800609369949 0.023683446281822472 0.0015534260564049899 -0.021411717739587881 -0.024247509282079999 0.017879537416011788 0.016716582109915976 -0.034264288859280755 -0.016854771012711104 0.020706891882165464 0.00040216611911530114
leaf_weight=64 46 62 48 50 46 49 83 57 82 46 3100
leaf_count=64 46 62 48 50 46 49 83 57 82 46 3100
internal_value=0 0.00892838 0.00274072 0.00020084 -0.0110639 0.000511511 0.000263302 -0.0107518 0.000666094 0.000253142 0.000699317
internal_weight=0 202 156 3531 94 3481 3432 121 3311 3228 3146
internal_count=3733 202 156 3531 94 3481 3432 121 3311 3228 3146
is_linear=0
shrinkage=0.0995203


Tree=425
num_leaves=10
num_cat=0
split_feature=9 4 2 6 6 5 27 27 3
split_gain=1.406 1.84565 3.77267 2.06475 1.99357 6.36439 2.0391 2.96491 0.506775
threshold=-0.37999999999999995 0.14831500000000003 0.35004500000000011 -0.50196499999999988 -0.242115 -0.42170999999999997 0.10758500000000003 0.085600000000000023 0.11741000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 7 -6 -5
right_child=1 -3 -4 4 6 -7 -8 -9 -10
leaf_value=0.01559186374026689 0.021173423484214565 0.018794304663605241 -0.028231807688295866 -0.0032929248086489261 0.00032629733620483131 -0.039183364408422648 -0.018693387816845899 0.014466951887618101 0.011085300646412713
leaf_weight=61 47 53 46 48 3170 52 53 154 49
leaf_count=61 47 53 46 48 3170 52 53 154 49
internal_value=0 0.000357215 8.69785e-05 0.000451794 0.000175351 -0.01109 0.000672645 0.000981676 0.00396186
internal_weight=0 3672 3619 3573 3526 149 3377 3324 97
internal_count=3733 3672 3619 3573 3526 149 3377 3324 97
is_linear=0
shrinkage=0.0995203


Tree=426
num_leaves=13
num_cat=0
split_feature=7 4 7 12 4 4 0 17 2 9 9 10
split_gain=2.32211 5.34177 2.40549 1.61563 1.96575 6.37019 5.70582 4.93846 4.41603 4.07582 3.51816 1.21561
threshold=0.083780000000000021 0.087965000000000029 0.016975000000000004 -0.087529999999999983 0.08024000000000002 0.08544000000000003 -0.13955999999999999 -0.56368999999999991 0.040040000000000013 1.0000000180025095e-35 0.084055000000000032 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 -5 -7 10 -9 -8 -4
right_child=1 -3 11 4 5 7 8 9 -10 -11 -12 -13
leaf_value=0.019013681717984447 -0.03776818095875864 0.0089324529558788349 0.006662679893940285 0.035966709702647467 -0.032876558666056245 0.029251174159262032 0.010740789506793741 0.00072293492716412472 -0.028927267447702461 -0.016557139538630552 3.5908255317724457e-05 0.02737578747097949
leaf_weight=46 49 48 70 47 69 49 354 572 48 177 2157 47
leaf_count=46 49 48 70 47 69 49 354 572 48 177 2157 47
internal_value=0 -0.0146502 0.000951679 0.000484688 0.000239035 -0.00386557 0.00160493 -0.00135608 0.000973499 -0.00335952 0.00154541 0.0149903
internal_weight=0 97 3636 3519 3473 867 2606 798 2559 749 2511 117
internal_count=3733 97 3636 3519 3473 867 2606 798 2559 749 2511 117
is_linear=0
shrinkage=0.0995203


Tree=427
num_leaves=18
num_cat=0
split_feature=7 0 7 0 0 9 20 20 8 26 9 9 3 27 3 26 27
split_gain=1.88272 2.48479 1.95071 1.47044 6.0263 4.52044 2.70899 5.88151 2.70669 5.16516 3.60758 2.23244 3.86356 2.51622 1.85836 1.84847 1.13437
threshold=0.083780000000000021 -0.14574499999999999 0.016975000000000004 -0.13752999999999999 -0.142265 -0.054184999999999997 0.0047950000000000015 -0.067119999999999999 -0.11257499999999999 0.047170000000000011 -0.095574999999999993 -0.02614 -0.0091599999999999997 0.08427500000000003 0.12732500000000005 0.10219500000000002 0.078065000000000023
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 7 -7 9 14 -10 12 -12 -13 -5 -11 -4
right_child=1 -3 16 8 -6 6 -8 -9 10 15 11 13 -14 -15 -16 -17 -18
leaf_value=-0.02432307691511814 0.0035645393203313823 -0.028320507851066035 0.02196583491753807 -0.015049907843120373 -0.035212649329225167 -0.0068551199416395153 -0.0095965876556215364 0.027964421035109037 -0.026427677288667566 0.040161992109850331 -0.010152176178272566 0.00063433599307086532 0.021334680144021727 -0.016867945275799136 0.010878430387207833 0.01472402530388354 0.0021375027415715874
leaf_weight=63 46 51 67 62 57 90 85 103 49 53 56 2583 124 84 49 61 50
leaf_count=63 46 51 67 62 57 90 85 103 49 53 56 2583 124 84 49 61 50
internal_value=0 -0.0131913 0.000857058 0.000436498 -0.00525992 -0.000250758 0.00520154 0.0117231 0.00116319 0.0116779 0.000345983 0.000807075 0.0115342 8.27758e-05 -0.00359669 0.0265576 0.0134992
internal_weight=0 97 3636 3519 398 341 278 193 3121 225 2896 2847 180 2667 111 114 117
internal_count=3733 97 3636 3519 398 341 278 193 3121 225 2896 2847 180 2667 111 114 117
is_linear=0
shrinkage=0.0995203


Tree=428
num_leaves=17
num_cat=0
split_feature=11 11 20 4 6 26 20 6 6 20 6 1 8 20 2 4
split_gain=1.27148 1.92409 1.81867 2.60879 1.34596 1.31725 3.86626 2.85838 4.42561 12.0306 4.3285 6.62943 4.1434 2.72422 2.66672 4.46234
threshold=-0.16269500000000001 -0.087979999999999989 0.13407000000000005 0.11181500000000001 -0.080534999999999995 0.086420000000000011 1.0000000180025095e-35 -0.011749999999999998 -0.083069999999999991 -0.091229999999999992 0.08463500000000003 -0.28064499999999998 -0.090440000000000006 -0.017315000000000001 -0.13088999999999998 0.10098000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 5 -4 -1 7 14 8 12 -10 11 -9 -3 -12 -7 -16
right_child=1 2 3 -5 -6 6 -8 10 9 -11 13 -13 -14 -15 15 -17
leaf_value=0.023247157247960552 -0.019648205536846052 0.015404206925263193 0.025163906187090558 -0.0044222819968782572 -0.00044030175782810245 0.018721880878155652 -0.023589365952122791 0.0061471760846214477 -0.017535637839023521 0.029416769037239335 -0.010464278175558688 -0.017317150257151422 -0.0034870364679659336 0.010504947936284717 -0.0015028771019366019 -0.031440785269740534
leaf_weight=46 52 147 65 54 49 61 84 187 76 187 80 329 528 263 1493 51
leaf_count=46 52 147 65 54 49 61 84 187 76 187 80 329 528 263 1493 51
internal_value=0 -0.000640939 -0.000366543 0.0117314 0.0110208 -0.000779759 -0.00277535 0.00109544 0.00489411 0.0158457 -0.00305162 -0.00881202 0.000625845 0.00561178 -0.00168551 -0.00249229
internal_weight=0 3657 3605 119 95 3486 1689 1797 938 263 859 516 675 343 1605 1544
internal_count=3752 3657 3605 119 95 3486 1689 1797 938 263 859 516 675 343 1605 1544
is_linear=0
shrinkage=0.0995203


Tree=429
num_leaves=18
num_cat=0
split_feature=5 18 2 4 18 0 9 5 8 5 5 5 18 18 4 18 2
split_gain=1.1641 5.41811 3.35214 4.56293 3.41705 2.55521 2.27989 2.02541 3.73941 2.85415 2.10861 2.62666 1.99892 5.28946 2.55626 1.87206 1.9777
threshold=0.25032500000000008 0.022040000000000008 -0.072024999999999992 0.088435000000000027 -0.046804999999999992 -0.040384999999999997 0.099125000000000033 0.15627500000000003 -0.0073049999999999999 0.11286000000000003 0.089620000000000019 0.064585000000000017 -0.085709999999999995 -0.082304999999999989 0.087155000000000024 -0.11166 -0.095204999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 5 6 -4 15 9 -9 10 11 12 14 -14 -1 16 -2
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.003970192090532924 0.016690590458279191 -0.037288074768786497 -0.015604160798774219 -0.035230368386104008 0.02650324025258884 0.01592284885737371 0.017977497989184334 -0.0020457812687639711 0.029655758108189312 -0.024234372738597749 0.021140156809345886 -0.018369125193866673 -0.027490917900648854 7.0606672958865453e-05 0.028787596451986995 -0.018244411600611063 -0.0080341718380952023
leaf_weight=388 53 46 53 59 57 49 53 85 65 48 47 76 71 2404 46 71 81
leaf_count=388 53 46 53 59 57 49 53 85 65 48 47 76 71 2404 46 71 81
internal_value=0 -0.00467179 -0.00151807 -0.0132012 0.00445071 -0.000450807 -0.000418192 0.000393364 0.0116861 -0.000156342 0.000224571 -0.000104479 0.000372419 -0.000719717 0.0066025 -0.00517815 0.00173892
internal_weight=0 522 476 161 315 102 258 3230 150 3080 3032 2985 2909 2475 434 205 134
internal_count=3752 522 476 161 315 102 258 3230 150 3080 3032 2985 2909 2475 434 205 134
is_linear=0
shrinkage=0.0995203


Tree=430
num_leaves=10
num_cat=0
split_feature=25 0 22 13 3 35 3 8 21
split_gain=1.08584 1.11588 1.65781 1.86015 1.92445 5.5027 3.10358 5.87761 1.57925
threshold=0.083740000000000023 -0.23177499999999998 0.11419000000000003 0.080720000000000028 -0.0043349999999999994 -0.082784999999999984 0.083875000000000019 -0.085165000000000005 -0.085574999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -6 -8
right_child=-2 2 -4 -5 6 -7 8 -9 -10
leaf_value=-0.011533440864642591 0.011415645384854517 -0.0096669991174880964 0.015138639772654169 -0.017361448356982702 0.001494303291917127 0.037986957220708321 0.0099908747031885719 -0.033127714759629966 -0.00037428071907537086
leaf_weight=89 77 49 68 64 119 47 153 82 3004
leaf_count=89 77 49 68 64 119 47 153 82 3004
internal_value=0 -0.000525405 -0.000251971 -0.000549692 -0.000237945 0.0136551 -0.000635369 -0.012626 0.000127794
internal_weight=0 3675 3586 3518 3454 96 3358 201 3157
internal_count=3752 3675 3586 3518 3454 96 3358 201 3157
is_linear=0
shrinkage=0.0995203


Tree=431
num_leaves=9
num_cat=0
split_feature=27 28 27 30 30 11 11 30
split_gain=1.04948 1.48555 2.23678 1.47581 5.40418 2.10573 4.00609 3.02533
threshold=0.11510000000000002 0.087260000000000018 -0.089394999999999988 0.094680000000000028 0.10940500000000002 -0.15948499999999999 -0.084384999999999988 0.086935000000000026
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7 -8
right_child=-2 -3 3 4 -6 6 7 -9
leaf_value=0.017913962200240021 0.012803664659488805 -0.018237567607351474 0.017533337359865765 -0.034927278444360041 0.0086764513695261215 -0.023295061097088083 -0.00039188784126080499 0.025308598944071579
leaf_weight=66 60 46 65 53 60 75 3281 46
leaf_count=66 60 46 65 53 60 75 3281 46
internal_value=0 -0.000464626 -0.000240167 -0.000575081 -0.0117676 -0.000210047 -0.0005493 -3.62996e-05
internal_weight=0 3692 3646 3580 113 3467 3402 3327
internal_count=3752 3692 3646 3580 113 3467 3402 3327
is_linear=0
shrinkage=0.0995203


Tree=432
num_leaves=9
num_cat=0
split_feature=13 0 9 8 24 26 21 21
split_gain=1.44014 2.32635 1.58539 3.66933 1.29154 1.39528 1.47237 1.64496
threshold=1.0000000180025095e-35 0.16362500000000005 -0.14392999999999997 -0.44475499999999996 -0.070004999999999998 0.50635500000000022 0.15159000000000003 0.13589500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 -6
right_child=-2 -3 4 -5 5 -7 -8 -9
leaf_value=-0.0048247771440141154 0.012830321546410433 -0.021098309650501721 -0.016662273407813687 0.030829049490310085 -0.00027529398766594585 0.01567143988109311 -0.013481025214891832 0.016779037385184371
leaf_weight=62 86 52 47 53 3243 55 82 57
leaf_count=62 86 52 47 53 3243 55 82 57
internal_value=0 -0.000198889 0.000102849 0.0115999 -0.000276411 -5.21003e-05 -0.000308048 1.9033e-05
internal_weight=0 3651 3599 115 3484 3437 3382 3300
internal_count=3737 3651 3599 115 3484 3437 3382 3300
is_linear=0
shrinkage=0.0995203


Tree=433
num_leaves=13
num_cat=0
split_feature=11 11 13 3 36 1 2 9 17 8 9 0
split_gain=1.32403 1.90002 1.8682 2.25882 5.12204 1.72255 1.48161 3.9957 3.65357 2.13245 3.20761 2.33859
threshold=-0.16269500000000001 -0.087979999999999989 0.081445000000000031 0.0040650000000000009 0.088655000000000025 -0.0040349999999999995 -0.08342999999999999 0.079525000000000026 -0.10337499999999999 1.0000000180025095e-35 -0.02614 -0.071484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 -1 7 -5 -9 11 -11 -8
right_child=1 2 -4 6 -6 -7 9 8 -10 10 -12 -13
leaf_value=-0.0017031330517368575 -0.018915633408856897 -0.038289839986787012 0.019168671324487022 0.025823291260573027 0.0074393736710270031 0.025225752081367892 0.00072737513824572503 0.0035659042004985921 -0.0080746936929480227 0.012931940146375068 -0.017731377937062413 0.0085630780432879392
leaf_weight=47 53 48 50 47 49 47 1587 423 724 47 120 495
leaf_count=47 53 48 50 47 49 47 1587 423 724 47 120 495
internal_value=0 -0.000210021 6.59066e-05 -0.000203675 -0.0151811 0.0117526 0.000218047 -0.00261505 -0.00378107 0.00172251 -0.00909668 0.00259072
internal_weight=0 3643 3590 3540 97 94 3443 1194 1147 2249 167 2082
internal_count=3737 3643 3590 3540 97 94 3443 1194 1147 2249 167 2082
is_linear=0
shrinkage=0.0995203


Tree=434
num_leaves=21
num_cat=0
split_feature=3 3 12 2 20 18 5 18 9 9 3 17 17 5 17 21 18 6 11 4
split_gain=1.23153 1.13915 6.15373 1.43229 3.75087 2.63483 4.07191 13.8097 2.47166 3.01458 2.46325 2.3728 2.13691 6.45983 3.17592 6.27187 3.61592 2.68344 3.39362 3.29246
threshold=-0.13947499999999999 1.0000000180025095e-35 -0.0088449999999999987 -0.08342999999999999 -0.15398499999999998 -0.0010249999999999999 -0.095609999999999987 0.0020050000000000003 0.084055000000000032 0.083835000000000021 0.10892000000000003 -0.13530499999999998 -0.15313499999999999 0.089620000000000019 -0.51498499999999992 0.11729000000000002 -0.099739999999999995 0.15086500000000005 -0.14985499999999999 0.14257000000000006
decision_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 4 -3 8 10 -8 9 -6 -7 -10 13 -5 16 -16 -15 18 -14 -20
right_child=1 3 -4 12 5 6 7 -9 11 -11 -12 -13 17 14 15 -17 -18 -19 19 -21
leaf_value=0.011853261170703937 0.011029638400489173 0.022239363286317374 -0.037231558817717884 -0.03897566634796186 0.00075571185364120845 0.011275262541318477 -0.068627739628492529 -0.0050431644112048767 0.0028795777106100369 0.027554002180851387 -0.015631175472160749 -0.0094009796005529583 0.029664832116736903 -0.0072615026597343682 -0.028058665999831988 0.0076182626998073854 0.024812125711166338 -0.018011800608201536 0.0035388373862524506 -0.023141891618225083
leaf_weight=86 59 57 47 49 141 87 46 128 277 59 55 356 48 61 89 108 81 59 1797 47
leaf_count=86 59 57 47 49 141 87 46 128 277 59 55 356 48 61 89 108 81 59 1797 47
internal_value=0 -0.000195371 -0.0103615 0.000108378 -0.00267724 -0.00391403 -0.0116519 -0.0218576 -0.00097768 0.00866531 0.000847988 -0.00402573 0.00154501 -0.00519956 -0.000315044 -0.00849559 0.0110283 0.00288673 0.00353887 0.00285835
internal_weight=0 3651 106 3545 1206 1149 316 174 833 200 142 633 2339 388 339 197 142 1951 1892 1844
internal_count=3737 3651 106 3545 1206 1149 316 174 833 200 142 633 2339 388 339 197 142 1951 1892 1844
is_linear=0
shrinkage=0.0995203


Tree=435
num_leaves=15
num_cat=0
split_feature=4 4 5 3 3 3 21 4 9 3 3 2 0 3
split_gain=1.15027 2.92913 4.15758 3.2842 8.18959 5.3933 2.62827 2.12829 1.8808 1.86402 2.77477 2.03812 2.94821 2.74406
threshold=0.11644500000000003 0.11874000000000003 0.052820000000000013 0.14166500000000004 0.12551500000000002 0.15537500000000004 0.15159000000000003 0.13469000000000006 -0.096659999999999982 -0.13947499999999999 0.014805000000000004 -0.08342999999999999 -0.042499999999999996 0.10850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 7 -5 8 -3 -1 -10 -11 13 -13 -12
right_child=1 2 -4 5 -6 -7 -8 -9 9 10 11 12 -14 -15
leaf_value=-0.016090881616006695 0.028724066787689781 -0.017581078067318446 -0.024271201642961589 -0.033055088132056133 0.041695888740490759 0.0094242097756856279 -0.022734657087349862 0.010329907245155501 0.019238618017528162 -0.021508233760183987 -0.0013723982921651091 0.0011203405375121856 0.015600986422857302 -0.017214338901815934
leaf_weight=72 46 48 51 46 70 83 52 62 50 59 1033 1793 151 121
leaf_count=72 46 48 51 46 70 83 52 62 50 59 1033 1793 151 121
internal_value=0 0.00507494 0.00205083 0.0063979 0.0150849 -0.00571711 -0.000535792 -0.00184199 -0.000183502 0.000173378 -0.000128315 0.000278592 0.00224554 -0.00303418
internal_weight=0 406 360 309 180 129 3331 110 3279 3207 3157 3098 1944 1154
internal_count=3737 406 360 309 180 129 3331 110 3279 3207 3157 3098 1944 1154
is_linear=0
shrinkage=0.0995203


Tree=436
num_leaves=19
num_cat=0
split_feature=5 18 0 3 4 4 29 25 9 4 8 21 5 0 18 0 4 8
split_gain=1.42455 4.57026 3.03193 5.29539 5.69247 12.2541 2.5113 2.44483 2.4223 5.53011 2.61592 4.55884 6.82243 1.91069 4.12521 2.99251 2.44276 1.80242
threshold=0.25032500000000008 0.022040000000000008 -0.036664999999999996 0.12992500000000004 0.10739000000000003 0.08167000000000002 0.11300500000000002 0.083740000000000023 0.085945000000000021 0.088435000000000027 -0.067719999999999989 0.12208500000000003 0.51659500000000014 -0.061654999999999995 0.086285000000000014 -0.066264999999999991 0.08283500000000002 -0.077074999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 6 4 5 -4 7 13 9 -2 17 12 -12 15 -15 16 -1 -10
right_child=1 -3 3 -5 -6 -7 -8 -9 10 -11 11 -13 -14 14 -16 -17 -18 -19
leaf_value=0.00097116985072166425 0.0046870228666767849 -0.035030336788765541 0.006458994569644722 -0.010352424834182991 -0.0016039582526230891 0.069004079187326997 -0.023515413158674354 0.021737334927007766 0.0041651968322500886 -0.036275744333337176 0.046276168202636067 -0.015661781653513427 -0.00071469286711821215 -0.034072348761298471 0.0044151645436294323 0.01939942956482938 -0.0067275496848800678 -0.016216607920999784
leaf_weight=2129 73 46 77 89 84 52 46 50 83 59 57 46 66 51 60 77 505 89
leaf_count=2129 73 46 77 89 84 52 46 50 83 59 57 46 66 51 60 77 505 89
internal_value=0 -0.00508241 0.000535963 0.0100286 0.0185485 0.0316773 -0.000446203 -7.64251e-05 -0.00216819 -0.0136159 0.00226078 0.0110562 0.0210549 -0.00046321 -0.0132609 6.04813e-05 -0.000504546 -0.00637644
internal_weight=0 519 3220 302 213 129 2918 2872 473 132 341 169 123 2822 111 2711 2634 172
internal_count=3739 519 3220 302 213 129 2918 2872 473 132 341 169 123 2822 111 2711 2634 172
is_linear=0
shrinkage=0.0995203


Tree=437
num_leaves=11
num_cat=0
split_feature=2 7 5 13 0 19 0 8 3 3
split_gain=1.36748 2.9664 2.48851 1.9716 1.60049 6.2347 5.28171 4.54511 2.48166 3.15165
threshold=-0.23128999999999997 0.099030000000000021 0.5252300000000002 0.085560000000000011 0.042275000000000014 0.072660000000000016 -0.014889999999999999 -0.054384999999999996 0.0040650000000000009 0.080495000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 6 7 8 -6 -2 -10
right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11
leaf_value=0.028069282465015385 -0.018646943917803315 -0.022883218395003038 -0.0017910904455136656 0.019042381275866091 -0.020891054482944111 -0.039937386180823972 0.02394358485787584 0.015909936112533253 0.025096866993986111 -0.00059979236278012975
leaf_weight=47 74 58 67 52 55 49 89 84 48 3116
leaf_count=47 74 58 67 52 55 49 89 84 48 3116
internal_value=0 -0.000557166 0.0105126 -0.000193911 -0.000478721 -0.00941227 2.58445e-05 0.0013425 -0.000631309 -0.000209698
internal_weight=0 3625 114 3567 3515 188 3327 139 3238 3164
internal_count=3739 3625 114 3567 3515 188 3327 139 3238 3164
is_linear=0
shrinkage=0.0995203


Tree=438
num_leaves=20
num_cat=0
split_feature=3 3 26 3 8 10 8 8 3 3 5 1 5 10 5 26 6 1 18
split_gain=1.17698 1.5411 2.632 1.34157 1.45538 2.89314 3.06784 4.71614 2.73699 4.46604 2.42124 8.10049 3.55854 3.00168 2.80888 1.89872 1.31894 3.69208 2.12498
threshold=-0.0043349999999999994 -0.16443499999999997 -0.083385000000000001 0.07728500000000002 -0.087444999999999995 0.083795000000000022 -0.092299999999999993 -0.091284999999999991 0.15537500000000004 0.13451500000000002 0.25032500000000008 -0.36347499999999994 0.26473000000000008 0.077330000000000024 0.037395000000000005 0.084165000000000031 -0.03764 -0.14482999999999999 -0.097709999999999991
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 5 6 8 -8 9 -5 11 -6 -12 14 -13 -9 18 -18 -14
right_child=3 2 -4 4 10 -7 7 15 -10 -11 12 13 16 -15 -16 -17 17 -19 -20
leaf_value=-0.0070258699099359457 -0.016615770835615509 0.00010531099937852777 0.028943107513441597 0.0030356212112870725 0.034374074640680291 -0.027066145945941419 -0.039666721579980857 0.0077844576973996188 0.02276089753051478 -0.027846878995306891 -0.03196620630834008 0.0019422574300640733 -0.0028674717552754662 0.025676517384582414 -0.0090141413077224949 -0.010541402898443086 -0.00067127560740399097 -0.032095056337145024 0.02026119866484357
leaf_weight=50 51 67 59 429 75 50 46 79 57 52 46 1755 172 48 267 192 143 50 51
leaf_count=50 51 67 59 429 75 50 46 79 57 52 46 1755 172 48 267 192 143 50 51
internal_value=0 0.00774663 0.0136152 -0.000590245 -0.000357295 -0.00379596 -0.00243417 -0.0102008 0.00214055 -0.000301328 0.000836096 0.00224393 -0.00569852 0.0010794 0.000495088 -0.00519616 -0.00279194 -0.0088164 0.00241838
internal_weight=0 176 126 3563 3512 905 855 317 538 481 2607 2145 462 2070 2022 271 416 193 223
internal_count=3739 176 126 3563 3512 905 855 317 538 481 2607 2145 462 2070 2022 271 416 193 223
is_linear=0
shrinkage=0.0995203


Tree=439
num_leaves=10
num_cat=0
split_feature=36 36 3 3 7 7 27 0 6
split_gain=1.08563 3.3798 1.52796 2.93816 1.74769 1.64102 5.71906 1.92891 1.9452
threshold=0.084475000000000022 0.089290000000000022 0.014805000000000004 0.081225000000000019 0.099030000000000021 0.020750000000000005 1.0000000180025095e-35 -0.23177499999999998 -0.25061999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 7 -7 -5 -9
right_child=1 -3 3 4 -6 6 -8 8 -10
leaf_value=-0.013608937240479554 0.028757364971583873 -0.0039408519096677617 0.024533619423010879 -0.015236095542760064 -0.01828121037123796 0.035134539885411584 -0.012757450638843147 -0.014026178969445944 0.00021212118635115381
leaf_weight=86 51 81 47 87 54 52 47 98 3136
leaf_count=86 51 81 47 87 54 52 47 98 3136
internal_value=0 0.00868635 -0.000502576 -0.000182222 -0.00051684 -0.000236111 0.0123897 -0.000612736 -0.00021909
internal_weight=0 132 3607 3521 3474 3420 99 3321 3234
internal_count=3739 132 3607 3521 3474 3420 99 3321 3234
is_linear=0
shrinkage=0.0995203


Tree=440
num_leaves=16
num_cat=0
split_feature=3 5 3 2 1 2 3 0 20 3 0 0 5 18 2
split_gain=1.66926 3.48846 1.5084 2.77221 4.56899 1.77114 5.01647 5.09648 4.15429 3.34538 2.4047 3.35551 10.8195 5.3859 1.75515
threshold=-0.0043349999999999994 -0.13803499999999999 0.083875000000000019 -0.087359999999999993 -0.0027699999999999995 0.10166000000000001 0.10057000000000002 0.0083400000000000019 -0.090514999999999998 0.15778000000000003 0.13167000000000004 0.042275000000000014 0.27287000000000011 0.31227500000000008 0.013900000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 10 -7 8 -8 -10 11 13 -13 14 -4
right_child=2 -3 5 4 -6 6 7 -9 9 -11 -12 12 -14 -15 -16
leaf_value=-0.004419124180779708 0.0053748813568914389 0.023361490687270663 -0.00059495371765236088 -0.031290803845775095 0.0076343527048532501 0.037240183725257052 -0.017581381514069565 -0.028201886660461164 0.0070114998703734964 0.036871970361677539 0.016590089605446643 -0.05547845529959354 0.0056653099882217686 0.032884470711345315 -0.013902364415363468
leaf_weight=90 86 89 2617 85 46 46 55 47 194 46 77 46 76 47 102
leaf_count=90 86 89 2617 85 46 46 55 47 194 46 77 46 76 47 102
internal_value=0 0.00938901 -0.000459493 -0.00850074 -0.0176162 6.06779e-05 0.00638383 0.00223116 0.0070826 0.0127382 -0.000766494 -0.00122954 -0.0173822 -0.000516798 -0.00109447
internal_weight=0 179 3570 217 131 3353 388 342 295 240 2965 2888 122 2766 2719
internal_count=3749 179 3570 217 131 3353 388 342 295 240 2965 2888 122 2766 2719
is_linear=0
shrinkage=0.0995203


Tree=441
num_leaves=13
num_cat=0
split_feature=7 7 17 9 17 6 26 11 11 3 8 5
split_gain=1.99981 1.89345 2.05688 5.28175 3.18999 2.73199 2.30869 1.9671 2.589 2.5292 1.85774 2.44265
threshold=0.093110000000000012 0.077685000000000018 0.27568500000000007 0.084380000000000024 0.19454500000000005 0.004915000000000001 0.10144500000000002 -0.16409499999999999 -0.087979999999999989 0.080495000000000025 -0.086154999999999995 -0.040404999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 -6 10 -1 -9 -10 -5 -12
right_child=-2 -3 3 6 5 -7 -8 8 9 -11 11 -13
leaf_value=0.015208677851005957 0.016097132611057302 -0.016649113761383505 -0.036696092362444706 0.019773889087980848 0.035494036708406076 0.0015343915309912052 -0.018724568867693182 -0.023317506960864823 0.012199700014695178 -0.00047636292487304168 -0.012555419433437139 0.0082765089991748819
leaf_weight=85 75 69 51 47 48 46 68 47 165 2825 110 113
leaf_count=85 75 69 51 47 48 46 68 47 165 2825 110 113
internal_value=0 -0.000318695 -5.90184e-06 -0.00684126 0.000820633 0.0188842 -0.00233411 0.000276496 -0.000141158 0.000222879 0.00179083 -0.00199566
internal_weight=0 3674 3605 389 3216 94 338 3122 3037 2990 270 223
internal_count=3749 3674 3605 389 3216 94 338 3122 3037 2990 270 223
is_linear=0
shrinkage=0.0995203


Tree=442
num_leaves=12
num_cat=0
split_feature=7 12 7 17 2 17 26 17 29 26 18
split_gain=1.62157 1.6079 1.4733 1.51186 3.35857 2.69237 2.11959 1.91175 1.86894 3.41573 1.46347
threshold=0.093110000000000012 -0.027854999999999998 0.077685000000000018 0.27568500000000007 0.0021050000000000005 0.19454500000000005 0.087395000000000014 0.39033000000000012 0.10207000000000002 -0.236315 0.10698500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 7 8 -7 -5 9 -3 -9
right_child=-2 2 -4 4 -6 6 -8 10 -10 -11 -12
leaf_value=0.014037607186231428 0.0144951426370123 0.022502038406457973 -0.014992191024388122 -0.020231360756366817 -0.029445193427921835 0.031951118700231942 0.0020428702598716945 -0.0033399530454847107 -0.016052277832980955 -0.00022583674588251562 0.013307857756850072
leaf_weight=76 75 67 69 51 53 47 47 216 71 2908 69
leaf_count=76 75 67 69 51 53 47 47 216 71 2908 69
internal_value=0 -0.000286956 -0.000589759 -0.000307927 -0.00616042 0.000416851 0.0170057 -0.00248508 -9.48155e-05 0.000285743 0.000687699
internal_weight=0 3674 3598 3529 389 3140 94 336 3046 2975 285
internal_count=3749 3674 3598 3529 389 3140 94 336 3046 2975 285
is_linear=0
shrinkage=0.0995203


Tree=443
num_leaves=15
num_cat=0
split_feature=20 5 21 36 36 13 20 18 0 5 0 18 11 4
split_gain=1.17255 2.5662 2.25225 1.8226 2.54714 2.26139 1.91973 4.71805 3.70309 8.44428 8.00522 2.24515 2.05978 1.20252
threshold=0.097980000000000025 0.052820000000000013 0.092775000000000024 0.084475000000000022 0.092765000000000028 0.080720000000000028 0.0074100000000000017 0.086800000000000016 -0.18357499999999999 -0.087969999999999993 -0.23032 0.31227500000000008 -0.15367499999999998 0.096000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 6 8 -8 9 10 -1 12 -10 -4
right_child=1 -3 13 4 -6 -7 7 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.021542100031790485 0.031637286909578725 -0.011613709693936611 0.018127871959379219 0.023321928372076209 -0.005824308369954955 -0.020347206373539831 0.0041642162293604613 -0.037749275119344859 0.016442377687310734 0.049071497141626057 0.031225699481755499 0.020041683631166447 -0.001602844004385802 -0.0021996549116837854
leaf_weight=70 47 55 48 73 50 58 63 46 64 49 48 50 2956 72
leaf_count=70 47 55 48 73 50 58 63 46 64 49 48 50 2956 72
internal_value=0 0.00702317 0.013166 -0.00043367 0.0114672 -0.000863937 -0.000525966 -0.0135165 -8.82793e-05 0.0143437 -7.0291e-05 -0.000873606 -0.00122016 0.00592454
internal_weight=0 222 167 3527 123 3404 3346 109 3237 167 118 3070 3020 120
internal_count=3749 222 167 3527 123 3404 3346 109 3237 167 118 3070 3020 120
is_linear=0
shrinkage=0.0995203


Tree=444
num_leaves=11
num_cat=0
split_feature=11 3 8 8 3 22 22 0 9 9
split_gain=1.79676 1.49594 1.85461 5.74387 3.80859 1.70601 2.36247 2.48999 2.23706 3.16713
threshold=-0.23667999999999997 0.15537500000000004 -0.409445 -0.186225 0.11387500000000002 0.089225000000000013 0.082075000000000023 -0.16969499999999998 0.091750000000000012 0.081605000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 -5 9 -7
right_child=1 -3 3 5 -6 8 -8 -9 -10 -11
leaf_value=-0.014530788223955832 0.0058627384897861129 0.015644995199877672 0.035328626384217125 0.011771440206688437 -0.026105923508447707 0.014235171678789659 -0.020552867232038356 -0.0009370580798189268 0.026741742869823212 -0.014343826365057911
leaf_weight=84 70 61 46 161 78 96 58 2960 51 64
leaf_count=84 70 61 46 161 78 96 58 2960 51 64
internal_value=0 0.000191017 -7.17831e-05 0.000397836 -0.0109801 -7.59105e-05 -0.000651323 -0.000281215 0.00858958 0.00279846
internal_weight=0 3645 3584 3436 148 3390 3179 3121 211 160
internal_count=3729 3645 3584 3436 148 3390 3179 3121 211 160
is_linear=0
shrinkage=0.0995203


Tree=445
num_leaves=11
num_cat=0
split_feature=27 11 28 29 1 5 3 0 21 3
split_gain=1.47083 1.66169 1.46757 3.07507 1.49229 8.41793 4.79267 4.27138 4.98799 4.71793
threshold=-0.095019999999999993 -0.23667999999999997 0.082705000000000015 0.0035350000000000004 -0.28064499999999998 0.070325000000000013 0.10057000000000002 -0.060094999999999996 0.08957500000000003 0.12732500000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 9 -9 -6
right_child=1 2 -4 -5 7 6 -8 8 -10 -11
leaf_value=0.016658104938449499 -0.014367614736899261 0.044150679459304683 0.015526642389054874 -0.018778340328413443 -0.00015812455236376456 0.014467220265852279 -0.013041365274362221 -0.021919058171610523 0.0069597950388331628 0.020857789255815804
leaf_weight=51 82 50 59 87 2768 115 138 181 88 110
leaf_count=51 82 50 59 87 2768 115 138 181 88 110
internal_value=0 -0.000359334 -3.9674e-05 -0.000299564 0.000166185 0.00683682 -0.000534227 -0.000475818 -0.0124687 0.00064484
internal_weight=0 3678 3596 3537 3450 303 253 3147 269 2878
internal_count=3729 3678 3596 3537 3450 303 253 3147 269 2878
is_linear=0
shrinkage=0.0995203


Tree=446
num_leaves=21
num_cat=0
split_feature=5 1 5 4 6 6 1 1 5 5 2 1 6 21 3 9 17 0 17 9
split_gain=1.37354 2.07002 1.84393 6.04744 6.22881 9.37857 3.03791 2.47518 1.83506 4.48348 3.2889 2.72495 7.25615 2.87538 2.35012 2.0916 1.73518 1.56936 1.80372 1.38759
threshold=0.41488500000000011 0.066150000000000028 0.24444000000000005 0.088230000000000017 0.041585000000000011 -0.043894999999999997 -0.37983499999999998 -0.52333999999999992 0.0047850000000000011 -1.0000000180025095e-35 -0.097754999999999995 -0.0327 -0.011749999999999998 1.0000000180025095e-35 0.18676500000000004 0.11007500000000002 -0.54192999999999991 -0.070664999999999992 -0.56005499999999986 0.09697500000000002
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 6 4 5 16 7 -1 9 14 -10 13 -13 -12 15 -8 -4 -2 -19 -20
right_child=1 -3 3 -5 -6 -7 8 -9 10 -11 11 12 -14 -15 -16 -17 -18 18 19 -21
leaf_value=0.001514673421119936 0.018468525651247746 0.024846773972069025 -0.0079230201918186038 -0.040980470873512628 0.030054553086811986 -0.04682602199951226 -0.00068576777237714943 0.030361227331215115 -0.028964793575746051 0.022931476043590693 -0.0022068160722228318 0.0053080125858683807 -0.042549636246084918 0.02502834464824048 -0.020652453995723276 0.01018030181349093 0.015629750916815122 0.011105489748544906 -0.021741802726331673 0.0018377505118466904
leaf_weight=60 47 51 60 47 48 50 2291 58 56 85 232 73 55 46 55 190 64 62 52 47
leaf_count=60 47 51 60 47 48 50 2291 58 56 85 232 73 55 46 55 190 64 62 52 47
internal_value=0 0.00687716 -0.00063579 -0.00854961 -0.00167992 -0.010439 2.90017e-05 0.0157004 -0.000570548 0.000448545 -0.00635379 -0.00323302 -0.0152494 0.00229678 -0.000304701 0.000146048 0.00422665 0.00246721 -0.0021989 -0.0105392
internal_weight=0 259 3470 269 222 174 3201 118 3083 2621 462 406 128 278 2536 2481 124 208 161 99
internal_count=3729 259 3470 269 222 174 3201 118 3083 2621 462 406 128 278 2536 2481 124 208 161 99
is_linear=0
shrinkage=0.0995203


Tree=447
num_leaves=22
num_cat=0
split_feature=7 4 3 4 0 5 18 17 18 21 5 21 1 5 3 17 26 0 8 26 26
split_gain=1.7209 1.55747 4.40261 3.6926 5.96216 12.3537 3.36327 12.8881 5.80746 4.16247 8.40933 5.9567 2.4015 4.19395 4.1021 3.55449 3.08037 2.82957 2.47493 1.63017 0.634091
threshold=0.093110000000000012 0.07665000000000001 0.14530500000000005 0.088985000000000022 -0.229625 0.089620000000000019 -0.089234999999999995 -0.12647999999999998 -1.0000000180025095e-35 0.095375000000000029 -0.0042299999999999994 0.11552500000000003 0.081675000000000011 -0.087699999999999986 0.083055000000000018 0.27568500000000007 0.086325000000000027 -0.10942499999999999 -0.084554999999999991 0.086130000000000026 0.091275000000000023
decision_type=2 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 -3 -6 7 -5 -8 10 -10 -11 13 15 -15 18 -16 19 -1 -14 -19
right_child=-2 3 -4 6 5 -7 8 -9 9 11 -12 -13 17 14 16 -17 -18 20 -20 -21 -22
leaf_value=0.0091620491788796873 0.014922603836769639 0.013362116005086942 0.030774696277874134 -0.010613092235751943 -0.048935502120618701 0.007860928949005681 -0.030118879026647428 0.055514306241418017 -0.00052088083634444155 -0.038244143827415797 0.0390030895927004 -0.00024768711585355506 -0.010234418925685516 -0.028978563724147401 0.0056680611293975294 -0.0066835650668311828 -0.002720285645876275 -0.029821539029995993 0.028527265063460514 0.014255512375205051 -0.014005008716379469
leaf_weight=171 74 53 48 77 91 65 72 47 423 62 61 120 57 49 663 85 1253 50 106 51 51
leaf_count=171 74 53 48 77 91 65 72 47 423 62 61 120 57 49 663 85 1253 50 106 51 51
internal_value=0 -0.000406768 0.000915572 -0.00359794 -0.0154657 -0.0252651 -0.00071953 0.0144447 -0.00326857 -0.000364598 0.00445876 -0.013196 0.000350092 0.00126821 -0.000544806 0.0111119 0.000181935 -0.00986834 0.0165755 0.00132269 -0.0218431
internal_weight=0 3655 2584 1071 209 156 862 124 738 666 484 182 2536 2327 1965 362 1916 209 277 108 101
internal_count=3729 3655 2584 1071 209 156 862 124 738 666 484 182 2536 2327 1965 362 1916 209 277 108 101
is_linear=0
shrinkage=0.0995203


Tree=448
num_leaves=13
num_cat=0
split_feature=1 24 8 9 4 10 8 29 4 1 36 26
split_gain=2.00266 1.39414 1.39783 3.26143 2.42481 6.18837 2.2637 2.12785 1.92227 2.54171 2.20981 0.907126
threshold=-0.55579999999999996 0.10415500000000003 0.058495000000000012 0.087215000000000015 0.087790000000000021 0.085585000000000022 0.15415000000000004 0.097705000000000028 0.14450000000000005 0.42491000000000007 0.084475000000000022 -0.051374999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 6 -6 -5 8 9 10 -2 -11
right_child=1 -3 3 4 5 -7 -8 -9 -10 11 -12 -13
leaf_value=-0.020376941298847484 -0.00040741818362615415 -0.017541579388047096 -0.022537634251691186 -0.022337958981556952 0.037022120296983166 -0.007284444314606133 0.004496816840386355 0.018357273621459051 -0.017042958106646064 0.02394755635858517 0.02009336781237097 0.0066427596123400769
leaf_weight=50 2986 46 89 70 49 86 56 65 63 56 53 65
leaf_count=50 2986 46 89 70 49 86 56 65 63 56 53 65
internal_value=0 -0.000324484 -0.000106561 -0.0060859 -0.000472776 0.00879114 -0.0104049 0.000529677 0.000169884 0.000513311 -4.96159e-05 0.0146584
internal_weight=0 3684 3638 350 261 135 126 3288 3223 3160 3039 121
internal_count=3734 3684 3638 350 261 135 126 3288 3223 3160 3039 121
is_linear=0
shrinkage=0.0995203


Tree=449
num_leaves=19
num_cat=0
split_feature=1 6 0 6 6 26 26 8 20 20 21 8 8 8 9 26 3 6
split_gain=1.62388 1.18656 4.06116 3.1866 2.93227 4.18749 1.8674 2.27799 2.30463 3.43911 2.25627 1.54835 2.54772 3.78883 2.91584 1.70348 1.07069 0.846706
threshold=-0.55579999999999996 0.08463500000000003 -0.098749999999999991 0.095355000000000023 0.041585000000000011 0.083705000000000016 -0.14224499999999998 0.11023500000000003 0.085920000000000024 0.0040650000000000018 0.13276500000000005 -0.0077949999999999998 -0.052214999999999998 -0.065539999999999987 0.093235000000000026 -0.0063299999999999997 0.091715000000000033 -0.092434999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 16 8 9 -8 -10 12 13 14 -4 -13 -2 -18
right_child=1 2 11 -5 5 -7 7 -9 10 -11 -12 15 -14 -15 -16 -17 17 -19
leaf_value=-0.018349026357148805 0.020235322801452717 0.039519868669493592 -0.0011921654530289362 0.0070016472152538926 -0.039463067923729223 0.0020918592214622753 -0.001654323248335441 -0.022940944823848054 0.012729857575205667 -0.025701920101137393 -0.010251184237720076 0.00086936574186899829 0.01880247903468887 -0.024234475690632012 0.012383718319539435 -0.025379591968802791 0.013706003946384307 -0.0037662029929917463
leaf_weight=50 57 47 781 82 48 48 1718 49 195 61 54 51 77 60 196 47 47 66
leaf_count=50 57 47 781 82 48 48 1718 49 195 61 54 51 77 60 196 47 47 66
internal_value=0 -0.000292169 0.00206841 0.0188557 -0.00164358 -0.0186771 -0.000915481 -0.00173661 -0.00122387 -0.00247935 0.00774273 0.000280963 0.00133665 3.89789e-05 0.00153051 -0.0117111 0.00911192 0.00349376
internal_weight=0 3684 1341 129 2343 96 2247 2077 2028 1779 249 1212 1114 1037 977 98 170 113
internal_count=3734 3684 1341 129 2343 96 2247 2077 2028 1779 249 1212 1114 1037 977 98 170 113
is_linear=0
shrinkage=0.0995203


Tree=450
num_leaves=12
num_cat=0
split_feature=18 19 6 21 19 21 17 2 8 2 4
split_gain=1.24294 1.5981 3.24502 1.96176 1.56743 1.36142 2.71092 4.2905 1.80625 1.74649 1.73603
threshold=0.31690500000000005 0.12170000000000002 -0.074054999999999996 0.15544000000000005 0.11368500000000002 0.098000000000000018 -0.079754999999999993 0.013900000000000003 0.0044850000000000011 0.42989000000000011 0.14095000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 9 8 -8 -7 10 -1
right_child=-2 2 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=0.0003924742558000512 -0.016563217060562269 0.0060368605448539283 -0.02304778608333358 0.01742201460224229 0.015519626026829703 0.0066247237851632893 -0.0059634285820134728 -0.038166435911238493 -0.015318151900710493 -0.016570903247583875 0.018745313756381068
leaf_weight=2797 47 68 86 64 62 193 209 51 46 59 52
leaf_count=2797 47 68 86 64 62 193 209 51 46 59 52
internal_value=0 -0.000275787 -0.0101999 0.000156564 -0.000161733 -0.00044734 -0.00524996 -0.0122833 0.00239798 0.000376487 0.000727738
internal_weight=0 3687 154 3533 3469 3407 499 260 239 2908 2849
internal_count=3734 3687 154 3533 3469 3407 499 260 239 2908 2849
is_linear=0
shrinkage=0.0995203


Tree=451
num_leaves=8
num_cat=0
split_feature=1 24 3 3 3 9 4
split_gain=1.27375 1.05637 0.860812 1.17765 1.27661 1.40318 1.53002
threshold=-0.55579999999999996 0.10415500000000003 -0.16443499999999997 -0.025279999999999997 1.0000000180025095e-35 -0.25326499999999996 0.14298500000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7
right_child=1 -3 3 4 5 6 -8
leaf_value=-0.016210932547549479 -0.012997293566607931 -0.015205724201428827 0.013977077237230474 -0.014238099167818149 -0.016055074690061233 0.00015718704930606434 0.017525318156811978
leaf_weight=50 50 46 60 62 52 3363 51
leaf_count=50 50 46 60 62 52 3363 51
internal_value=0 -0.000218762 -2.9037e-05 0.000151452 -8.34458e-05 0.000169517 0.000416881
internal_weight=0 3684 3638 3588 3528 3466 3414
internal_count=3734 3684 3638 3588 3528 3466 3414
is_linear=0
shrinkage=0.0995203


Tree=452
num_leaves=15
num_cat=0
split_feature=2 7 4 13 3 9 2 3 4 4 4 2 5 18
split_gain=1.25208 1.81876 5.00329 2.24007 3.14239 3.72909 2.56671 4.22532 4.07944 4.09266 3.64007 2.44043 1.82809 1.56301
threshold=-0.23128999999999997 0.083320000000000019 0.087965000000000029 0.083560000000000023 1.0000000180025095e-35 -0.076039999999999983 0.10449500000000002 0.10997000000000003 0.077430000000000013 0.08544000000000003 0.11474000000000002 -0.096314999999999998 -0.087105000000000002 -0.055464999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 3 -3 4 5 -2 8 12 11 -10 -9 -6 -8 -1
right_child=1 2 -4 -5 6 -7 7 10 9 -11 -12 -13 -14 -15
leaf_value=-0.0001067658413246556 -0.00095128718397643705 -0.034665462036325631 0.0096278665851797177 0.019720223965814531 0.011711274370907562 -0.037652786211519629 0.011221613628191802 -0.013189395456746855 -0.02601051567554985 -0.0035021300409246799 0.011293518364785232 0.00069997097235180764 0.037922301076871209 0.023522193737513162
leaf_weight=58 68 51 50 61 218 46 46 96 103 359 161 2333 57 53
leaf_count=58 68 51 50 61 218 46 46 96 103 359 161 2333 57 53
internal_value=0 0.000438272 -0.01273 0.00081336 0.000482377 -0.0157679 0.00103184 0.00897406 8.26163e-05 -0.00852201 0.00214496 0.00164128 0.0260057 0.0111682
internal_weight=0 3649 101 3548 3487 114 3373 360 3013 462 257 2551 103 111
internal_count=3760 3649 101 3548 3487 114 3373 360 3013 462 257 2551 103 111
is_linear=0
shrinkage=0.0995203


Tree=453
num_leaves=12
num_cat=0
split_feature=8 3 3 27 17 3 3 4 3 2 3
split_gain=1.19324 2.9961 3.7238 2.61617 2.41072 1.93196 3.59166 4.332 1.66701 1.59046 1.54361
threshold=-0.47145500000000001 0.15778000000000003 0.14721500000000004 0.086690000000000031 0.011640000000000003 0.13547000000000003 0.12323500000000003 0.10990500000000002 0.12015500000000003 0.11804000000000002 0.13977500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -3 -1 6 8 -8 9 -2 -7
right_child=1 3 -4 -5 -6 10 7 -9 -10 -11 -12
leaf_value=0.021002903283435202 0.00097355659986577835 -0.028836652968521944 0.027821077809417956 0.0022629355192278554 -0.0073338727303015544 -0.025989753673998514 0.0015715413104548893 0.040173197881021173 -0.016036574109462416 -0.011717074767840513 -0.0016519351686569352
leaf_weight=78 3090 64 50 46 48 48 68 50 61 101 56
leaf_count=78 3090 64 50 46 48 48 68 50 61 101 56
internal_value=0 0.000349732 0.000854818 -0.0158239 0.0102014 0.000466466 0.000878979 0.0179351 0.000259839 0.000571622 -0.0128927
internal_weight=0 3634 3524 110 126 3474 3370 118 3252 3191 104
internal_count=3760 3634 3524 110 126 3474 3370 118 3252 3191 104
is_linear=0
shrinkage=0.0995203


Tree=454
num_leaves=12
num_cat=0
split_feature=2 6 5 27 2 9 0 1 1 4 3
split_gain=1.01559 1.532 4.0031 5.95797 4.41784 3.45404 1.50883 3.05191 4.51986 2.9455 1.46009
threshold=-0.23128999999999997 -0.25061999999999995 -0.49053999999999998 0.096090000000000023 0.10166000000000001 -0.22988499999999998 0.15238000000000004 -0.50597999999999999 -0.37983499999999998 0.13699000000000003 0.10684000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 -4 -3 7 -7 -9 -10 -1
right_child=1 5 3 -5 -6 6 -8 8 9 -11 -12
leaf_value=0.022829773355501466 0.013649545357598672 0.027404569071216654 -0.04343982243062202 0.010690634017784258 -0.0069415481174669993 -0.018703315153364188 0.017674336439228729 0.02734970952472485 0.00060262364074196995 -0.023746671141847687 -0.00014353581807853788
leaf_weight=49 69 48 70 64 62 82 50 62 3092 50 62
leaf_count=49 69 48 70 64 62 82 50 62 3092 50 62
internal_value=0 0.000326884 -0.00695972 -0.0142192 -0.0263029 0.000897738 0.000516099 0.000254769 0.000740219 0.000214882 0.00999047
internal_weight=0 3649 265 196 132 3384 3336 3286 3204 3142 111
internal_count=3760 3649 265 196 132 3384 3336 3286 3204 3142 111
is_linear=0
shrinkage=0.0995203


Tree=455
num_leaves=18
num_cat=0
split_feature=20 20 8 2 9 6 5 6 26 0 8 5 2 4 0 3 1
split_gain=0.941813 2.00908 1.76858 1.74365 1.96602 1.70399 4.8299 4.58692 2.38272 2.24358 2.71874 3.65525 2.54308 12.8378 2.97867 1.74986 1.32968
threshold=0.10252000000000001 0.09327000000000002 -0.105475 1.0000000180025095e-35 0.091885000000000022 -0.25061999999999995 -0.41880499999999998 -0.18498499999999998 -0.080514999999999989 -0.042499999999999996 0.097995000000000013 0.00093000000000000016 0.10003000000000002 0.10459000000000003 -0.14824999999999997 0.11275500000000002 0.51334500000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 6 8 -7 -1 12 11 -11 14 -14 -9 -12 -10
right_child=2 -3 3 -5 -6 7 -8 9 16 10 15 -13 13 -15 -16 -17 -18
leaf_value=0.019574808682353242 0.024078963416868802 -0.019241070538513618 -0.020494597637532749 0.015457766967789627 0.0081328248995866954 0.031592889838502461 -0.032931435002424403 0.013022667498541828 0.0047527999938994092 0.037160729914310006 -0.020985742729841429 0.0074067426312916344 -0.047979479245738983 0.007994661756324033 -0.00048296715607777169 0.0064552508314817221 -0.01536429931907294
leaf_weight=47 47 52 48 59 47 48 57 173 58 49 46 248 63 114 2484 46 74
leaf_count=47 47 52 48 59 47 48 57 173 58 49 46 248 63 114 2484 46 74
internal_value=0 0.000176912 0.00717931 0.0020163 -0.00632294 0.000465066 -0.0077015 0.00105453 0.000328048 0.000599466 0.0076868 0.0123184 -0.000373065 -0.0119237 0.000396091 -0.00725635 -0.00651877
internal_weight=0 3559 201 154 95 3507 236 3271 179 3223 389 297 2834 177 2657 92 132
internal_count=3760 3559 201 154 95 3507 236 3271 179 3223 389 297 2834 177 2657 92 132
is_linear=0
shrinkage=0.0995203


Tree=456
num_leaves=15
num_cat=0
split_feature=30 20 18 26 6 6 18 9 1 9 4 27 0 9
split_gain=1.52851 1.43297 3.75937 4.61819 3.53627 2.39979 3.2451 3.14205 2.01699 1.75902 3.32704 5.31569 1.65116 1.51058
threshold=-1.0000000180025095e-35 -0.15398499999999998 0.15891500000000006 0.090095000000000022 0.049085000000000011 0.10681500000000003 -0.046804999999999992 0.10679000000000001 -0.06921999999999999 -0.25326499999999996 0.13528000000000004 0.086690000000000031 -0.08269 0.12912500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 5 -4 -2 9 8 -8 -7 -3 13 -12 -6 -11
right_child=1 2 3 -5 12 6 7 -9 -10 10 11 -13 -14 -15
leaf_value=0.018136091249533998 0.029643925719241255 -0.014845995527008653 -0.042291409393082964 -0.0014495349542913455 0.012378869506805531 -0.012774611251071669 0.043091888741679081 0.0064808366186770968 0.011412872371310397 -0.00082127221831285809 0.037491664690443238 -0.0059215496025867695 -0.012572606763491458 0.016622539811739809
leaf_weight=48 56 80 46 68 48 62 46 47 76 2945 59 53 58 50
leaf_count=48 56 80 46 68 48 62 46 47 76 2945 59 53 58 50
internal_value=0 0.00026134 -0.000158218 -0.0179368 0.0094138 0.000434508 0.0102294 0.0245983 0.000540099 -0.00027519 9.972e-05 0.0169406 -0.0012661 -0.000529783
internal_weight=0 3694 3532 114 162 3418 231 93 138 3187 3107 112 106 2995
internal_count=3742 3694 3532 114 162 3418 231 93 138 3187 3107 112 106 2995
is_linear=0
shrinkage=0.0995203


Tree=457
num_leaves=11
num_cat=0
split_feature=30 29 29 29 18 18 17 18 5 17
split_gain=1.23941 1.09565 1.45642 1.18173 1.32837 3.17882 3.05441 2.59587 2.36266 3.1694
threshold=-1.0000000180025095e-35 -0.11156000000000001 -0.084525000000000003 -0.081189999999999998 -0.0010249999999999999 -0.019539999999999998 -0.00095 -0.025079999999999998 0.25032500000000008 -0.30645999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -7 -5 9 -6
right_child=1 2 3 4 8 6 -8 -9 -10 -11
leaf_value=0.016331185170841436 0.013688515185792685 -0.012485304535715325 0.014066511273629805 0.00074226738155755466 0.023303467853022702 0.005222950250986712 0.026727178409904694 -0.021318999738773999 -0.020183808217345285 -0.0018938080653074887
leaf_weight=48 59 90 61 1336 51 274 86 55 67 1615
leaf_count=48 59 90 61 1336 51 274 86 55 67 1615
internal_value=0 0.00023531 1.67241e-05 0.000334355 9.36889e-05 0.00202717 0.0103623 -0.000129445 -0.0018594 -0.00112197
internal_weight=0 3694 3635 3545 3484 1751 360 1391 1733 1666
internal_count=3742 3694 3635 3545 3484 1751 360 1391 1733 1666
is_linear=0
shrinkage=0.0995203


Tree=458
num_leaves=11
num_cat=0
split_feature=30 20 8 3 0 0 0 6 11 6
split_gain=1.00498 1.13972 6.27604 2.19725 1.43991 1.99702 1.85451 1.50084 1.27685 2.42817
threshold=-1.0000000180025095e-35 -0.15398499999999998 -0.082654999999999992 0.098225000000000021 -0.25289499999999993 -0.225295 -0.16969499999999998 -0.092434999999999989 0.090100000000000027 -0.26746999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 7 -7 -6 9 -8
right_child=1 4 3 -5 5 6 8 -9 -10 -11
leaf_value=0.014705902411931492 0.03769325416069734 0.014995004926337076 0.011979449202780551 -0.016349606956240405 -0.0026292659578103944 0.016242408738230435 -0.011972570513992632 -0.027557922911531817 0.015421564122227602 4.5890317815105189e-05
leaf_weight=48 50 61 46 66 50 68 176 46 50 3081
leaf_count=48 50 61 46 66 50 68 176 46 50 3081
internal_value=0 0.000211914 0.00837435 -0.00470715 -0.000162236 -0.000428848 -2.60046e-05 -0.0145828 -0.000360771 -0.000603306
internal_weight=0 3694 162 112 3532 3471 3375 96 3307 3257
internal_count=3742 3694 162 112 3532 3471 3375 96 3307 3257
is_linear=0
shrinkage=0.0995203


Tree=459
num_leaves=15
num_cat=0
split_feature=26 26 18 3 18 17 17 18 2 2 8 4 5 4
split_gain=0.928898 1.18516 0.888884 5.84058 4.1577 3.01077 4.18676 2.25513 1.89965 4.67099 5.19463 1.58248 1.46204 1.99024
threshold=0.40795000000000009 0.14857000000000006 0.099430000000000032 0.086775000000000033 0.10492000000000003 0.41580500000000009 0.27568500000000007 0.095210000000000031 -0.14531999999999998 -0.16295499999999999 -0.15146000000000001 0.10054500000000002 -0.54623499999999992 0.08024000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -5 6 -6 8 9 11 -11 -1 -10 -14
right_child=-2 -3 3 4 5 -7 -8 -9 12 10 -12 -13 13 -15
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leaf_weight=52 90 62 72 52 283 55 51 61 55 50 48 92 2043 676
leaf_count=52 90 62 72 52 283 55 51 61 55 50 48 92 2043 676
internal_value=0 0.000112105 0.000347932 -0.00348695 0.00080194 0.00433676 0.000781322 0.000987553 0.000604111 0.00906042 0.0258212 -0.00234055 -0.000133311 -0.000458553
internal_weight=0 3652 3590 513 441 389 334 3077 3016 242 98 144 2774 2719
internal_count=3742 3652 3590 513 441 389 334 3077 3016 242 98 144 2774 2719
is_linear=0
shrinkage=0.0995203


Tree=460
num_leaves=9
num_cat=0
split_feature=7 12 20 20 7 17 1 3
split_gain=2.31533 1.63422 1.52407 2.00036 2.36891 1.94536 3.14881 2.78862
threshold=-0.14493999999999999 0.094205000000000025 -0.23803499999999997 -0.15615999999999999 0.099030000000000021 0.016900000000000005 -0.091259999999999994 0.14530500000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 -5
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=0.018769012013528173 0.013016557847931605 -0.016610580153813566 -0.02027595320195023 0.0012202422250652207 -0.021324803726619754 0.013187718782689971 -0.0054260939662766853 0.017289793240218097
leaf_weight=66 90 58 48 2381 50 101 826 112
leaf_count=66 90 58 48 2381 50 101 826 112
internal_value=0 -3.78429e-05 0.000228344 -9.85811e-05 0.000180294 0.000494936 -0.00339717 0.00194251
internal_weight=0 3666 3608 3518 3470 3420 927 2493
internal_count=3732 3666 3608 3518 3470 3420 927 2493
is_linear=0
shrinkage=0.0995203


Tree=461
num_leaves=8
num_cat=0
split_feature=7 12 27 20 21 21 5
split_gain=1.87742 1.32513 1.35951 1.28039 2.78854 2.25416 2.5259
threshold=-0.14493999999999999 0.094205000000000025 -0.079769999999999994 -0.23803499999999997 -0.096850000000000006 0.15159000000000003 -0.54382499999999989
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=0.016901116712515919 -0.012383515217530488 -0.014957492035140576 0.012716749830322 -0.022663503369145969 0.01919713001534043 -0.019424250399128352 0.00047838116729746554
leaf_weight=66 83 58 83 52 73 55 3262
leaf_count=66 83 58 83 52 73 55 3262
internal_value=0 -3.40545e-05 0.000205619 0.000502276 0.0002075 0.000558565 0.000888363
internal_weight=0 3666 3608 3525 3442 3390 3335
internal_count=3732 3666 3608 3525 3442 3390 3335
is_linear=0
shrinkage=0.0995203


Tree=462
num_leaves=9
num_cat=0
split_feature=7 11 11 21 21 4 1 1
split_gain=1.52234 1.51243 1.68375 1.56897 1.95192 1.59906 5.26194 1.75437
threshold=-0.14493999999999999 -0.16980999999999999 -0.087264999999999995 0.15665000000000004 0.13589500000000002 0.11874000000000003 0.49737500000000007 0.27552000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 -4
right_child=1 2 3 -5 -6 6 -8 -9
leaf_value=0.015219114717177998 -0.013151236218249053 0.017099162032643181 -2.8691439165280829e-05 -0.016673461290622884 0.015732307655337389 -0.02957372634648606 0.0037157629977670717 0.011819104274620256
leaf_weight=66 85 58 3059 55 79 75 126 129
leaf_count=66 85 58 3059 55 79 75 126 129
internal_value=0 -3.06655e-05 0.000280541 3.41941e-06 0.000268139 -9.21003e-05 -0.00870162 0.000450464
internal_weight=0 3666 3581 3523 3468 3389 201 3188
internal_count=3732 3666 3581 3523 3468 3389 201 3188
is_linear=0
shrinkage=0.0995203


Tree=463
num_leaves=12
num_cat=0
split_feature=12 11 3 2 8 3 3 8 17 21 3
split_gain=1.02244 1.29549 2.85031 3.73094 1.57333 1.46089 1.57506 9.27746 1.4898 1.31091 1.78768
threshold=0.094205000000000025 -0.091359999999999997 0.0040650000000000009 -0.01504 -0.089984999999999996 0.082130000000000022 0.084235000000000018 -0.085165000000000005 -0.012064999999999999 0.15665000000000004 0.14721500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -4 7 8 -7 10 -8
right_child=-2 2 5 -5 -6 6 9 -9 -10 -11 -12
leaf_value=0.024588680509729958 -0.012781567875331841 -9.1594171177143699e-05 0.014003024942890645 -0.035387887606144412 0.00057533268771640641 -0.0047760049925147678 0.00063885200460543569 -0.040803562227924133 0.018962353245488457 -0.014719653325483622 0.014363343576790685
leaf_weight=48 59 71 79 51 62 47 3047 59 59 53 97
leaf_count=48 59 71 79 51 62 47 3047 59 59 53 97
internal_value=0 0.00042403 9.53958e-05 -0.0148533 0.0110613 0.000625638 0.000311053 -0.00917033 0.00842913 0.000800652 0.00106255
internal_weight=0 3673 3563 122 110 3441 3362 165 106 3197 3144
internal_count=3732 3673 3563 122 110 3441 3362 165 106 3197 3144
is_linear=0
shrinkage=0.0995203


Tree=464
num_leaves=15
num_cat=0
split_feature=11 6 11 6 4 0 20 21 18 18 4 8 3 0
split_gain=1.1966 1.29101 3.98176 3.6126 2.64555 2.52042 2.02145 6.66702 2.79014 2.22843 2.22617 4.96685 2.83951 1.89103
threshold=0.099835000000000021 -0.25061999999999995 -0.084384999999999988 -0.23069499999999998 0.11670500000000002 -0.089449999999999988 0.0074100000000000017 0.086065000000000016 0.089505000000000015 0.31227500000000008 0.11198000000000002 -0.082739999999999994 -0.02172 -0.091364999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -6 9 -8 13 10 12 -12 -5 -9
right_child=-2 3 4 6 5 -7 7 8 -10 -11 11 -13 -14 -15
leaf_value=-0.032444303085398155 0.015595492483223261 0.027502067375621424 -0.019248275443778377 -0.025112561857865145 -0.01168776934345768 0.017347433783176328 -0.042663576559666488 0.016213646875923048 -0.018337956577930199 0.021249319174009178 -0.0015938218004333967 0.033329234269111128 -0.00018946266677410844 -0.0072646103370904184
leaf_weight=50 47 47 54 46 46 83 47 84 64 50 112 63 2880 57
leaf_count=50 47 47 54 46 46 83 47 84 64 50 112 63 2880 57
internal_value=0 -0.000384841 -0.00755469 9.9147e-05 -0.00074977 0.00698745 -0.000279084 -0.00885625 -0.0011013 0.000406612 7.02831e-05 0.0109738 -0.000581562 0.00671663
internal_weight=0 3683 233 3450 183 129 3403 252 205 3151 3101 175 2926 141
internal_count=3730 3683 233 3450 183 129 3403 252 205 3151 3101 175 2926 141
is_linear=0
shrinkage=0.0995203


Tree=465
num_leaves=14
num_cat=0
split_feature=11 36 11 1 38 21 9 9 26 19 26 0 26
split_gain=0.970295 0.858249 2.33712 3.06091 1.95859 1.0389 1.25579 2.72405 3.17056 2.68902 2.63363 3.28725 1.19728
threshold=0.099835000000000021 0.084475000000000022 -0.015740000000000001 -0.012865 -0.081654999999999991 0.15665000000000004 0.10814500000000002 0.10153500000000003 0.097125000000000031 -0.09028499999999999 0.10665000000000002 -0.065519999999999981 0.11861500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 7 9 -9 -4 11 -8 -12
right_child=-2 4 5 -5 -6 -7 10 8 -10 -11 12 -13 -14
leaf_value=0.002891032389646483 0.014043425997770946 -0.0049918640777289105 0.022692269800747143 -0.032336631004514359 0.019442913574910327 -0.014167862250357479 -0.023029492195431246 -0.0016196499797782504 -0.034738267436467449 -0.00035482049935196575 0.028144497718215627 0.012917725367836697 0.0091041758045070417
leaf_weight=46 47 63 51 52 67 52 53 69 49 2973 46 48 114
leaf_count=46 47 63 51 52 67 52 53 69 49 2973 46 48 114
internal_value=0 -0.000346607 -0.000637417 -0.0157929 0.00759515 -0.000207301 5.78493e-06 -0.00054498 -0.0153792 3.36001e-05 0.0066392 -0.00593756 0.0145834
internal_weight=0 3683 3553 98 130 3455 3403 3142 118 3024 261 101 160
internal_count=3730 3683 3553 98 130 3455 3403 3142 118 3024 261 101 160
is_linear=0
shrinkage=0.0995203


Tree=466
num_leaves=13
num_cat=0
split_feature=11 6 12 11 4 27 9 6 27 4 0 4
split_gain=0.78678 1.01096 3.71492 3.20803 2.46604 2.23799 4.85569 2.67448 2.17435 2.08063 1.98436 1.97434
threshold=0.099835000000000021 -0.25061999999999995 -0.0099550000000000003 -0.084384999999999988 0.13405000000000003 0.085600000000000023 -1.0000000180025095e-35 -0.09007999999999998 1.0000000180025095e-35 0.11670500000000002 -0.089449999999999988 0.11474000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 8 7 -7 11 -5 -11 -4
right_child=-2 2 4 9 -6 6 -8 -9 -10 10 -12 -13
leaf_value=-0.028997681668977687 0.012645821828967988 0.02651527933214403 -0.00046141454996290567 -0.01695383915504459 -0.018256289807828393 0.015897572776325704 0.032906730073792315 -0.01482025193999241 -0.016015953684389354 -0.010256638755510724 0.015505661613844566 0.015887198844398986
leaf_weight=50 47 52 2984 54 74 50 64 64 87 46 83 75
leaf_count=50 47 52 2984 54 74 50 64 64 87 46 83 75
internal_value=0 -0.000312113 0.00011615 -0.00665685 -0.000287599 0.00011218 0.0109686 -0.00134034 -0.000501815 -0.000548324 0.00631276 -6.03144e-05
internal_weight=0 3683 3450 233 3398 3324 178 114 3146 183 129 3059
internal_count=3730 3683 3450 233 3398 3324 178 114 3146 183 129 3059
is_linear=0
shrinkage=0.0995203


Tree=467
num_leaves=14
num_cat=0
split_feature=29 9 9 2 0 12 3 3 9 0 0 21 3
split_gain=0.718182 1.57327 1.03969 1.24511 5.41216 3.11128 3.28221 3.99558 3.05986 2.0195 5.22166 2.29223 1.68196
threshold=-0.085824999999999999 -0.0090649999999999984 0.12912500000000005 -0.063744999999999982 0.10858000000000002 -0.0034499999999999999 0.014805000000000004 0.093535000000000021 0.079525000000000026 -0.142265 -0.113275 -0.085574999999999998 0.090435000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 -5 -7 -8 -2 12 -11 -12 -10
right_child=2 -3 -4 4 -6 6 7 -9 9 10 11 -13 -14
leaf_value=0.021859356589220495 0.02049187433980033 -0.0019614752281151937 0.012191888253658646 0.018538938302396606 -0.036569497306804803 -0.028860960499482807 0.011064832817497879 -0.0057430657425648806 0.00079883216576106262 -0.032105202813601033 0.013785091548397891 -0.00062262700564936504 0.027586718517879461
leaf_weight=46 74 68 64 68 47 48 179 644 46 51 115 2233 47
leaf_count=46 74 68 64 68 47 48 179 644 46 51 115 2233 47
internal_value=0 0.00764326 -0.000379237 -0.000605975 -0.00361194 -0.00196144 -0.00356287 -0.0020864 0.000548767 -4.31164e-05 -0.000601253 8.26837e-05 0.0143456
internal_weight=0 114 3616 3552 986 939 871 823 2566 2492 2399 2348 93
internal_count=3730 114 3616 3552 986 939 871 823 2566 2492 2399 2348 93
is_linear=0
shrinkage=0.0995203


Tree=468
num_leaves=16
num_cat=0
split_feature=27 3 0 3 3 5 5 7 0 8 21 8 21 1 27
split_gain=1.21243 1.11284 5.51613 3.63198 3.53741 5.27808 3.49617 3.10831 3.60415 3.08868 3.15956 2.56646 7.33429 3.90505 2.12632
threshold=-0.095019999999999993 0.13547000000000003 0.0047200000000000011 0.14530500000000005 0.12323500000000003 0.19224000000000005 -0.338115 0.093110000000000012 -0.117355 -0.092299999999999993 0.089005000000000015 -0.082739999999999994 0.084095000000000017 0.043640000000000005 0.085370000000000015
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 -5 8 11 10 -10 12 -2 -13 -11
right_child=1 2 -4 6 5 -7 -8 -9 9 14 -12 13 -14 -15 -16
leaf_value=0.014167312525724358 -0.043452644393320881 -0.016427101129125807 -0.037980697951662021 -0.006492916712675878 0.031019738163241713 -0.011087854453628485 0.023787995038825099 0.023151171101006108 0.0039244868256920083 -0.00077263178704093836 0.027401799713045339 -0.014946861033117976 -0.0018730263927948989 0.0091205462567567966 -0.017274185358661449
leaf_weight=54 72 91 47 75 82 46 76 52 284 2333 71 142 101 126 80
leaf_count=54 72 91 47 75 82 46 76 52 284 2333 71 142 101 126 80
internal_value=0 -0.000853365 -0.00678152 -0.00071879 -0.000347594 0.0158809 0.00874239 -0.000984843 -0.00137621 -4.46472e-05 0.00862226 -0.00973209 -0.0191826 -0.00362853 -0.00132006
internal_weight=0 3678 289 242 3389 128 151 3261 3209 2768 355 441 173 268 2413
internal_count=3732 3678 289 242 3389 128 151 3261 3209 2768 355 441 173 268 2413
is_linear=0
shrinkage=0.0995203


Tree=469
num_leaves=19
num_cat=0
split_feature=27 5 17 8 1 19 17 10 2 0 2 17 5 8 8 27 6 0
split_gain=0.983134 1.09881 4.00257 4.35698 3.68212 5.49498 2.48842 2.32954 4.64031 4.55054 1.51985 6.81834 6.05634 4.91685 3.08196 3.35648 2.98835 2.6211
threshold=-0.095019999999999993 0.064585000000000017 -0.092124999999999999 -0.11257499999999999 -0.15353499999999998 0.07882500000000002 0.052150000000000009 0.078065000000000023 -0.10018999999999999 -0.084534999999999985 -0.0023849999999999995 -0.082354999999999998 -0.034484999999999995 -0.23488499999999998 -0.14546000000000001 0.081500000000000017 -0.101065 -0.050054999999999995
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 -2 -4 8 -5 -10 14 -12 13 -13 -6 17 -17 -16
right_child=1 2 6 7 10 -7 -8 -9 9 -11 11 12 -14 -15 15 16 -18 -19
leaf_value=0.012757378943763633 0.041160310433856581 0.028068030036951123 -0.033630318959709353 0.026673024934256443 -0.02044894076632061 -0.0011774416474500734 -0.0035484837412591507 -0.019210949235288526 -0.029041358315766139 -0.00043753089228615923 -0.039423450332384688 0.0084598706823197038 0.02956281695148285 -0.015705505626982759 0.00052144823995246923 0.0032485815366915752 0.028488567271313828 -0.019789166417325303
leaf_weight=54 53 47 67 54 68 71 46 80 63 439 53 137 54 213 1976 113 79 65
leaf_count=54 53 47 67 54 68 71 46 80 63 439 53 137 54 213 1976 113 79 65
internal_value=0 -0.000768482 -0.0040416 -0.00116986 0.000135261 0.0169119 -0.0213919 -0.00333181 -0.00104557 -0.00402889 -0.000618724 -0.00586106 -0.00145604 -0.00624415 0.000422097 0.00105803 0.0136381 -0.000124986
internal_weight=0 3678 796 683 2882 124 113 636 556 502 2758 457 404 350 2301 2233 192 2041
internal_count=3732 3678 796 683 2882 124 113 636 556 502 2758 457 404 350 2301 2233 192 2041
is_linear=0
shrinkage=0.0995203


Tree=470
num_leaves=15
num_cat=0
split_feature=36 27 3 0 0 17 26 9 4 4 4 31 0 2
split_gain=1.12768 2.03063 2.01443 1.81537 4.05657 2.63246 2.5054 2.2732 2.50092 4.35929 4.1565 2.34467 2.8692 2.22313
threshold=0.084475000000000022 0.087820000000000023 0.014805000000000004 0.042275000000000014 0.056590000000000008 -0.56137499999999996 0.086645000000000014 -0.094329999999999997 0.094995000000000024 0.10333000000000002 0.088985000000000022 1.0000000180025095e-35 -0.13752999999999999 -0.14264999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4 13 11 10 -10 -9 12 -7 -6
right_child=1 -3 3 4 6 7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.015633524008487627 0.017699915341061113 -0.0080695286264571824 0.021932078773132403 -0.033428962324866751 0.0016608775564489384 0.0006582885659995758 0.016807138677592759 -0.00024420762166554172 -0.033308373209542004 -0.0039042694562104897 0.029013992722646906 -0.0074525665779158253 0.032464140359540976 -0.024050554385600394
leaf_weight=89 85 47 54 52 80 49 51 2588 58 360 49 47 66 57
leaf_count=89 85 47 54 52 80 49 51 2588 58 360 49 47 66 57
internal_value=0 0.00851823 -0.000847037 -0.000471982 -0.0088264 0.000140748 -0.00201708 -0.000224783 -0.000834228 -0.00798623 0.00029915 0.0112631 0.0189192 -0.00903061
internal_weight=0 132 3600 3511 240 3271 188 3217 3055 418 2637 162 115 137
internal_count=3732 132 3600 3511 240 3271 188 3217 3055 418 2637 162 115 137
is_linear=0
shrinkage=0.0995203


Tree=471
num_leaves=13
num_cat=0
split_feature=11 12 38 0 3 10 9 1 0 3 5 4
split_gain=1.08042 1.58168 1.42545 1.89159 4.09092 3.89216 3.83476 3.35585 3.2348 2.67562 1.64395 1.5714
threshold=0.099835000000000021 0.082870000000000013 -0.07965499999999999 0.042275000000000014 0.10502000000000002 0.055760000000000011 0.085355000000000028 -0.47779999999999995 0.12084000000000002 0.079570000000000016 -0.16183 0.08024000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 8 9 -7 -6 -5 -4 -8 -11
right_child=-2 -3 3 4 7 6 10 -9 -10 11 -12 -13
leaf_value=0.012637201641592244 0.01469277281514476 -0.018601501804445277 -0.024406646740452176 -0.037884533020146736 0.014957956809710661 0.034756254633586621 0.01601780803031257 -0.018479434473548679 -0.0049923240831990182 0.0006069888428895722 -0.010443538489751355 -0.0050808309119886987
leaf_weight=81 46 48 47 63 84 61 46 46 56 2512 47 595
leaf_count=81 46 48 47 63 84 61 46 46 56 2512 47 595
internal_value=0 -0.000653637 -0.000416607 -0.000714098 -0.00907912 -8.41981e-05 0.0153643 0.00311996 -0.0224127 -0.000838761 0.00263607 -0.000481983
internal_weight=0 3686 3638 3557 249 3308 154 130 119 3154 93 3107
internal_count=3732 3686 3638 3557 249 3308 154 130 119 3154 93 3107
is_linear=0
shrinkage=0.0995203


Tree=472
num_leaves=10
num_cat=0
split_feature=11 4 23 20 2 0 3 2 2
split_gain=1.25089 1.10157 1.23859 1.24326 1.76603 3.39878 2.77213 2.29978 2.72277
threshold=0.099835000000000021 0.14754500000000006 0.087020000000000028 0.24030500000000005 0.12875500000000004 -0.14075499999999999 0.11693000000000002 0.11392500000000001 0.10166000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 8 -1
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00067206491575466686 0.016170243265517074 -0.012121656772450031 0.014209155908433385 -0.01407495421807887 0.032459967079064352 0.016717070225521401 -0.010913849218833416 -0.020432932190687654 0.020219755956116005
leaf_weight=3200 46 77 59 64 47 66 79 57 63
leaf_count=3200 46 77 59 64 47 66 79 57 63
internal_value=0 -0.000342272 -9.25243e-05 -0.000328715 -7.79809e-05 0.00920184 0.00165734 -0.000614892 -0.000268447
internal_weight=0 3712 3635 3576 3512 192 145 3320 3263
internal_count=3758 3712 3635 3576 3512 192 145 3320 3263
is_linear=0
shrinkage=0.0995203


Tree=473
num_leaves=11
num_cat=0
split_feature=6 9 9 19 17 17 6 3 4 9
split_gain=1.33222 1.33491 1.70722 1.52859 1.6237 3.6963 3.13436 1.63908 3.24138 2.95514
threshold=-0.50196499999999988 0.14318500000000003 0.12188500000000002 -0.071824999999999986 -0.21387500000000001 -0.41426000000000002 0.041585000000000011 0.14166500000000004 0.13528000000000004 -0.081559999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -6 -9
right_child=1 -3 -4 4 7 -7 -8 9 -10 -11
leaf_value=0.012660790551304379 0.013382042025726976 -0.013724545332042863 0.01759859817792463 -0.0063318630514260319 0.000274889996067897 -0.025455944888192576 0.014267013536323557 0.0061216930546474785 0.025596736912533134 -0.023640753697158935
leaf_weight=79 78 73 53 373 2746 80 91 59 51 75
leaf_count=79 78 73 53 373 2746 80 91 59 51 75
internal_value=0 -0.00040078 -0.000130826 -0.000395525 -0.000705013 -0.00569846 -0.00229023 0.000221503 0.000736897 -0.0105303
internal_weight=0 3679 3606 3553 3475 544 464 2931 2797 134
internal_count=3758 3679 3606 3553 3475 544 464 2931 2797 134
is_linear=0
shrinkage=0.0995203


Tree=474
num_leaves=13
num_cat=0
split_feature=3 7 4 27 27 5 4 4 7 12 3 9
split_gain=0.959596 1.33489 2.4449 1.59307 5.81871 4.64314 6.33487 5.40574 1.82112 2.12353 3.22697 0.993428
threshold=-0.13947499999999999 0.081390000000000018 0.087695000000000009 0.085370000000000015 0.078065000000000023 -1.0000000180025095e-35 0.10343500000000001 0.11541000000000003 0.020750000000000005 -0.010699999999999999 0.014805000000000004 -0.076039999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 8 6 -5 -8 9 -2 -11 -9
right_child=1 2 -4 5 -6 -7 7 11 -10 10 -12 -13
leaf_value=0.010156286074718792 0.020751492446290348 -0.025578652368281395 0.005192840576310166 0.030107412967832831 0.033597339215280402 -0.030098901096121813 -0.038650989411537544 0.012926245287462529 0.019487756007467723 -0.026725447399146309 -0.00017116544933706236 -0.0061892432227964389
leaf_weight=88 47 56 47 52 52 67 46 47 47 46 3100 63
leaf_count=88 47 56 47 52 52 67 46 47 47 46 3100 63
internal_value=0 -0.00035983 -0.0115293 -3.70712e-05 0.000570573 -0.0073141 2.13099e-05 -0.0100021 4.02603e-05 -0.000245745 -0.000559696 0.00197084
internal_weight=0 3670 103 3567 3292 275 208 156 3240 3193 3146 110
internal_count=3758 3670 103 3567 3292 275 208 156 3240 3193 3146 110
is_linear=0
shrinkage=0.0995203


Tree=475
num_leaves=10
num_cat=0
split_feature=6 38 36 5 7 13 5 20 4
split_gain=1.12351 1.05597 2.79997 1.60624 2.35176 3.29243 3.34075 2.3002 3.06564
threshold=-0.50196499999999988 -0.08335999999999999 0.084475000000000022 -0.50992999999999988 0.099030000000000021 1.0000000180025095e-35 -0.11065499999999999 -0.070634999999999989 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 6 -5 -3 -9
right_child=1 2 -4 4 -6 -7 -8 8 -10
leaf_value=0.011640483471054562 -0.014575292868910013 -0.028315170353504615 0.021728653035500433 0.0077783172877703317 -0.020427569343611059 0.026196818101261895 -0.0013420060164366073 0.0092074926227789476 -0.021753834081333311
leaf_weight=79 51 48 57 463 55 48 2824 81 52
leaf_count=79 51 48 57 463 55 48 2824 81 52
internal_value=0 -0.000354406 -0.000154273 -0.000503796 -1.58448e-05 0.000320535 -5.70871e-05 -0.00963824 -0.00289154
internal_weight=0 3679 3628 3571 3390 3335 3287 181 133
internal_count=3758 3679 3628 3571 3390 3335 3287 181 133
is_linear=0
shrinkage=0.0995203


Tree=476
num_leaves=11
num_cat=0
split_feature=35 8 5 2 4 4 9 9 2 2
split_gain=1.67378 1.09902 2.74745 2.44039 4.22025 3.86269 5.2605 3.75261 1.41357 2.29042
threshold=0.004000000000000001 -0.47145500000000001 -0.073669999999999999 0.14685000000000001 0.12498500000000003 0.12631500000000004 -0.0090649999999999984 0.14318500000000003 0.11804000000000002 0.10449500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 -7 8 9 -3
right_child=-2 3 -4 4 -6 6 -8 -9 -10 -11
leaf_value=0.025882574304593883 -0.01828918417607266 0.00039232990206151507 -0.0054233541359740784 0.0064841187403060019 -0.030345941354270087 -0.0031248741820047088 0.033464459375979076 -0.028149286462052642 -0.013216041242187528 0.018724705468853242
leaf_weight=56 47 3112 55 57 67 74 82 46 73 69
leaf_count=56 47 3112 55 57 67 74 82 46 73 69
internal_value=0 0.000610371 0.0103633 0.000307748 -0.0134094 0.000800152 0.0161027 7.65083e-05 0.000475773 0.00079024
internal_weight=0 3691 111 3580 124 3456 156 3300 3254 3181
internal_count=3738 3691 111 3580 124 3456 156 3300 3254 3181
is_linear=0
shrinkage=0.0995203


Tree=477
num_leaves=12
num_cat=0
split_feature=3 9 6 6 23 4 19 4 4 3 6
split_gain=0.856316 1.32346 1.9639 2.85693 3.54105 1.51707 4.25367 3.90987 2.73812 2.14768 0.791214
threshold=0.31589000000000006 -0.26414499999999996 -0.50196499999999988 -0.42102499999999998 -0.051274999999999994 0.10515500000000001 0.083605000000000027 0.10098000000000003 0.11230000000000002 0.14530500000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 8 9 -7 -5 -9
right_child=-2 2 3 5 -6 6 -8 10 -10 -11 -12
leaf_value=0.014701208452681101 -0.012345880972107587 0.018926004560554332 0.0017279173129020802 -9.6096045648467614e-06 -0.035350763905719396 0.021455751993886479 -0.0201590031507668 -0.029540790495339829 0.0031023900379090058 0.020019519801934494 -0.011328860124215131
leaf_weight=64 52 55 52 2928 50 134 52 46 202 54 49
leaf_count=64 52 55 52 2928 50 134 52 46 202 54 49
internal_value=0 0.000514523 0.000263621 -2.39072e-05 -0.0164399 0.000459098 0.00632342 -0.000280108 0.0104243 0.000352817 -0.0201559
internal_weight=0 3686 3622 3567 102 3465 388 3077 336 2982 95
internal_count=3738 3686 3622 3567 102 3465 388 3077 336 2982 95
is_linear=0
shrinkage=0.0995203


Tree=478
num_leaves=12
num_cat=0
split_feature=35 6 4 6 23 26 17 0 5 26 27
split_gain=1.36911 1.18973 1.65979 2.33854 2.45826 1.57946 3.27868 2.34606 2.17761 2.01798 1.40404
threshold=0.004000000000000001 -0.48214499999999999 0.14831500000000003 -0.41548999999999997 -0.051274999999999994 0.11215000000000001 -0.00265 -0.060944999999999999 -0.053109999999999997 0.10665000000000002 0.085600000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 9 7 -7 -8 10 -5
right_child=-2 2 -4 5 -6 6 8 -9 -10 -11 -12
leaf_value=0.012370941339608733 -0.016575981308234053 0.00097332829074971237 0.017095401007554214 0.00031182326825605233 -0.028914630665454827 -0.0031354122682722557 -0.0081673900487105201 0.021329240596187165 -0.031802503782030603 0.019910022590128581 0.0095987887448501941
leaf_weight=82 47 53 57 2828 56 145 136 53 54 56 171
leaf_count=82 47 53 57 2828 56 145 136 53 54 56 171
internal_value=0 0.00051714 0.000247583 -2.25483e-05 -0.0143744 0.000431573 -0.00554924 0.00340908 -0.0148891 0.00119143 0.00084163
internal_weight=0 3691 3609 3552 109 3443 388 198 190 3055 2999
internal_count=3738 3691 3609 3552 109 3443 388 198 190 3055 2999
is_linear=0
shrinkage=0.0995203


Tree=479
num_leaves=24
num_cat=0
split_feature=35 9 0 17 19 1 1 5 2 8 0 9 1 3 18 1 5 21 3 0 5 5 17
split_gain=1.11017 0.962246 2.86116 3.59777 3.8443 3.84706 9.07709 6.23292 1.77816 2.8848 4.81303 3.98324 4.16142 2.8056 2.94777 2.41168 2.8063 3.34833 3.42955 2.40539 2.05565 5.47375 2.30627
threshold=0.004000000000000001 0.084055000000000032 0.10858000000000002 0.27568500000000007 0.10583000000000002 0.057265000000000017 0.0099250000000000015 -0.24120999999999998 -0.08342999999999999 -0.086589999999999986 -0.110495 0.09032500000000003 -0.082195000000000004 0.084290000000000018 0.098305000000000017 0.05340000000000001 -0.49053999999999998 0.087785000000000016 0.11225500000000002 -0.096724999999999992 -0.0071849999999999995 -0.020074999999999999 -0.50448999999999999
decision_type=2 2 2 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 6 -1 -7 9 11 -11 12 -3 -12 -15 19 -17 -18 -19 -10 21 -21 -22
right_child=-2 8 -4 -5 -6 7 -8 -9 15 10 13 -13 -14 14 -16 16 17 18 -20 20 22 -23 -24
leaf_value=0.0032546800570382164 -0.014926337094272019 -0.0096203084288024997 -0.01695161196908751 -0.021176891909490164 0.029207346743397554 0.0064764324787933642 -0.034500263423852449 0.043075010052621383 0.02228616492027017 0.029405851431569215 -0.026973694886414927 0.0074069385575389899 -0.046806434428025338 -2.4079169964913201e-05 -0.026130459825865371 0.011214946435706967 -0.03345028478674187 -0.018417839071382846 0.010262904585105004 0.0020549627969354053 0.0099104016821692422 0.026765869879980121 -0.0073177113735790264
leaf_weight=637 47 70 69 54 62 285 70 55 63 47 47 52 52 624 46 66 55 89 77 644 101 103 323
leaf_count=637 47 70 69 54 62 285 70 55 63 47 47 52 52 624 46 66 55 89 77 644 101 103 323
internal_value=0 0.000465718 0.00273601 0.00390477 0.0051268 0.00370004 -0.000482277 0.0123992 -0.000671402 -0.00407948 -0.00144442 -0.0156448 -0.0254769 -0.00346782 -0.00181768 0.00142982 -0.00678643 -0.0121661 -0.00510919 0.00334139 0.00232146 0.00546332 -0.00321191
internal_weight=0 3691 1232 1163 1109 1047 707 340 2459 938 764 174 122 717 670 1521 287 221 166 1234 1171 747 424
internal_count=3738 3691 1232 1163 1109 1047 707 340 2459 938 764 174 122 717 670 1521 287 221 166 1234 1171 747 424
is_linear=0
shrinkage=0.0995203


Tree=480
num_leaves=24
num_cat=0
split_feature=1 3 5 17 2 17 1 2 18 8 1 2 17 2 18 2 5 20 5 3 1 2 4
split_gain=1.03345 2.97643 4.82597 4.29551 4.14581 3.50224 3.42561 7.84595 2.7179 2.70614 2.09694 2.06095 1.55808 1.50446 4.95247 2.87136 3.08689 5.55492 2.44373 2.72246 3.19922 2.82292 1.89631
threshold=-0.091829999999999995 0.11604000000000002 0.06136500000000001 0.093960000000000016 -0.0043799999999999993 -0.14679499999999998 -0.15796999999999997 -0.15544499999999997 -0.057764999999999997 -0.07594999999999999 -0.088694999999999982 -0.085089999999999985 -0.13530499999999998 -0.0023849999999999995 -0.067359999999999989 0.040040000000000013 -0.079124999999999987 -1.0000000180025095e-35 -0.53313499999999991 0.14721500000000004 0.058455000000000014 -0.017704999999999995 0.10386500000000003
decision_type=2 2 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 7 8 -1 12 11 -2 -8 18 -15 -16 17 -17 -12 20 22 -22 -20
right_child=10 2 -4 -5 5 -7 9 -9 -10 -11 13 -13 -14 14 15 16 -18 -19 19 -21 21 -23 -24
leaf_value=-0.0085170973303670076 -0.0022637913732457995 0.0096008952933217626 -0.035975676260468763 0.032030264862939972 -0.00041295035232516078 0.035689683509386089 0.0073569249046910251 -0.03486930185253078 0.023267314051811261 0.024272679414233635 0.019175665290774104 -0.030213554155861223 -0.013696167798223515 -0.029572736498827502 -0.019843486381317277 -0.016678233805262861 0.022123729330649908 0.011236427650283959 0.0016984494418292181 0.020805682616672205 -0.011640299662122586 0.013606454776083294 -0.017212511507883655
leaf_weight=57 59 46 46 57 46 63 98 80 50 64 68 47 54 72 69 135 64 148 1906 61 356 50 54
leaf_count=57 59 46 46 57 46 63 98 80 50 64 68 47 54 72 69 135 64 148 1906 61 356 50 54
internal_value=0 0.00342682 -0.0131785 0.00611312 0.00322621 0.0204462 -0.00142927 -0.0112923 0.00632778 0.00710573 -0.000908856 -0.0146643 -0.00011708 -0.000419784 -0.00547355 -0.00130056 0.00238429 -0.00207686 0.000568359 4.66799e-05 -0.000488181 -0.00852908 0.00117702
internal_weight=0 661 92 569 512 109 403 187 107 216 3089 106 152 2983 488 416 347 283 2495 2427 2366 406 1960
internal_count=3750 661 92 569 512 109 403 187 107 216 3089 106 152 2983 488 416 347 283 2495 2427 2366 406 1960
is_linear=0
shrinkage=0.0995203


Tree=481
num_leaves=17
num_cat=0
split_feature=27 1 6 20 19 26 18 5 1 3 1 18 10 11 9 26
split_gain=1.17574 1.78787 2.38293 2.42553 4.84557 2.68116 2.92386 2.61453 1.6851 1.60828 1.38669 2.59126 1.53182 1.6257 1.86533 1.11816
threshold=-0.079769999999999994 -0.091829999999999995 0.097040000000000029 0.09327000000000002 0.088935000000000028 0.088015000000000024 -0.096219999999999986 0.066815000000000027 -0.088694999999999982 0.095240000000000019 -0.085574999999999998 -0.0097449999999999985 0.088630000000000028 -0.23394000000000001 -0.014225 0.087575000000000028
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 -2 -7 15 -4 11 -10 13 -12 -15 -3
right_child=1 8 9 -5 -6 7 -8 -9 10 -11 12 -13 -14 14 -16 -17
leaf_value=-0.011771615729810052 0.014687289940576987 -0.0025729737774468258 -0.020336073689324875 -0.013539135116473268 0.039040074284564415 0.033271672162038725 -0.0051903460946475626 0.003446141546506454 0.020047697283254139 0.004209394482416395 0.015334763959473684 -0.0091253362381032432 -0.018717206326113407 -0.0086059441507691931 -6.107056359580163e-05 -0.023050265876267732
leaf_weight=84 112 51 56 49 50 62 212 55 84 50 62 47 47 283 2391 55
leaf_count=84 112 51 56 49 50 62 212 55 84 50 62 47 47 283 2391 55
internal_value=0 0.000136514 0.00488864 0.00756743 0.00967546 0.00634427 0.00167841 0.0192581 -0.000879729 -0.0087503 -0.000431077 0.00957479 -0.000902362 -0.000596033 -0.000965715 -0.0132057
internal_weight=0 3666 646 540 491 441 324 117 3020 106 2914 131 2783 2736 2674 106
internal_count=3750 3666 646 540 491 441 324 117 3020 106 2914 131 2783 2736 2674 106
is_linear=0
shrinkage=0.0995203


Tree=482
num_leaves=33
num_cat=0
split_feature=17 20 0 9 26 5 3 5 6 0 18 18 17 20 6 4 21 5 1 21 21 9 7 1 5 0 3 21 1 9 26 9
split_gain=0.755203 2.94105 2.89336 2.59823 5.40343 3.46489 3.1169 3.75431 2.11205 2.10944 1.88432 2.21885 1.69566 3.41203 3.86403 6.71845 16.4262 3.6744 3.30292 3.31031 2.79887 2.58408 2.37415 2.33548 4.06921 3.14333 3.01392 2.24482 4.40925 3.18973 1.92224 1.09992
threshold=0.016900000000000005 -0.081324999999999995 -0.087614999999999985 0.092465000000000033 0.11215000000000001 -0.0044999999999999997 0.11308000000000003 -0.019465 -0.0062199999999999998 -0.079379999999999992 -0.064960000000000004 1.0000000180025095e-35 -0.011174999999999999 -0.094259999999999997 -0.101065 0.07665000000000001 -0.029689999999999998 -0.53313499999999991 0.49737500000000007 0.10089500000000003 -0.085574999999999998 0.084235000000000018 0.057265000000000017 -0.47779999999999995 0.25032500000000008 0.019150000000000004 0.10556500000000002 0.11729000000000002 0.0049450000000000015 0.10312000000000003 0.086365000000000011 0.10706000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 5 9 6 7 8 -3 -5 -11 -12 20 -14 17 21 -17 -15 19 -19 -1 -16 -20 24 -22 27 -26 28 -25 -29 -23 -6
right_child=1 3 -4 4 31 -7 -8 -9 -10 10 11 -13 13 14 15 16 -18 18 22 -21 23 30 -24 25 26 -27 -28 29 -30 -31 -32 -33
leaf_value=0.018366340833528859 -0.0041523611247394534 -0.0053694070285704183 0.023338933803181069 0.031165205756070537 -0.021131557365362159 -0.03180759980544963 0.012084237101546937 0.015603500592629868 -0.021150610891740453 0.021892071527899331 -0.015176364576507735 0.014360109904367591 -0.014140623325762521 0.023075700802128386 -0.014829370340906589 -0.004162353166833813 0.07073628205393985 -0.04070726923687934 0.010764679233309361 -0.0054535439551412785 0.032995878327021659 -0.00069706876822474024 -0.01580351872622247 -0.0015798799117619003 -0.014910924806123481 -0.027605890484029432 0.014195934982845304 0.014440929867326755 -0.019068039385186839 -0.01491296595192536 0.014581548390678585 -0.0027824283105649435
leaf_weight=71 72 161 80 46 77 59 77 50 176 54 53 48 90 47 54 59 57 46 104 62 50 134 49 1153 69 50 72 155 163 48 208 56
leaf_count=71 72 161 80 46 77 59 77 50 176 54 53 48 90 47 54 59 57 46 104 62 50 134 49 1153 69 50 72 155 163 48 208 56
internal_value=0 -0.00244505 0.0103114 -0.00470852 0.00214654 -0.0090879 -0.0061972 -0.00983671 -0.0136137 0.0124454 0.00688458 -0.00113112 0.000739533 0.00425086 0.00627044 0.0115694 0.0326342 -0.00253553 -0.00715065 -0.0204766 -0.00100514 0.0053968 0.00225056 -0.00178707 0.00860235 -0.00305233 -4.20418e-05 -0.00224357 -0.00374659 0.00749607 0.0085928 -0.0134118
internal_weight=0 1009 152 857 334 523 464 387 337 201 155 101 2741 910 820 512 116 308 261 108 1831 396 153 1760 191 1569 141 1519 1316 203 342 133
internal_count=3750 1009 152 857 334 523 464 387 337 201 155 101 2741 910 820 512 116 308 261 108 1831 396 153 1760 191 1569 141 1519 1316 203 342 133
is_linear=0
shrinkage=0.0995203


Tree=483
num_leaves=16
num_cat=0
split_feature=27 1 21 21 8 3 17 3 3 3 3 10 8 6 18
split_gain=0.92388 1.3442 3.0502 2.62808 2.84454 4.16059 3.35711 4.52049 1.73848 1.41883 3.2021 1.92062 1.67638 6.30042 1.84417
threshold=-0.079769999999999994 -0.091829999999999995 0.10841000000000002 0.088120000000000018 -0.082184999999999994 0.084145000000000011 -0.54892999999999992 0.084235000000000018 0.097880000000000023 -0.14674999999999996 0.0040650000000000009 0.085395000000000013 -0.1205 -1.0000000180025095e-35 -0.10387
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -8 -7 -3 -11 12 13 -12 -14
right_child=1 9 -4 -5 6 8 7 -9 -10 10 11 -13 14 -15 -16
leaf_value=-0.01042520190014689 0.018517407036842154 0.01439970254988638 -0.019614537707033614 0.02854546058761993 -0.0084387209351135944 -0.027996705716211084 -0.0092005648667627411 0.020486743109990088 -0.004007489877689261 -0.019868165776193342 0.019213417330429375 -0.020022391699616497 -0.0087727382726953216 -0.023124475166032426 7.054461883710124e-05
leaf_weight=84 47 60 49 48 85 62 65 232 58 87 143 49 259 46 2376
leaf_count=84 47 60 49 48 85 62 65 232 58 87 143 49 259 46 2376
internal_value=0 0.000130687 0.00425124 0.00621144 0.00425725 -0.00657433 0.00899466 0.0139868 -0.0164087 -0.000750457 -0.00105783 -0.000487933 -0.000148695 0.00890462 -0.000798371
internal_weight=0 3666 646 597 549 167 382 297 120 3020 2960 2873 2824 189 2635
internal_count=3750 3666 646 597 549 167 382 297 120 3020 2960 2873 2824 189 2635
is_linear=0
shrinkage=0.0995203


Tree=484
num_leaves=14
num_cat=0
split_feature=20 2 18 8 18 10 18 0 8 17 2 18 26
split_gain=1.31593 6.07731 2.56429 1.29777 4.64039 3.08061 2.93158 2.84169 2.50725 2.38835 2.75084 2.83499 1.46105
threshold=-0.15398499999999998 -0.078670000000000004 0.30956000000000011 -0.087635000000000005 -0.091594999999999996 0.09056500000000002 -0.019539999999999998 -0.16423499999999999 -0.092299999999999993 0.51362000000000008 0.12610000000000002 -0.033709999999999997 0.088475000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 9 -6 -8 -9 10 11 -5 -11
right_child=2 -3 -4 5 6 -7 7 8 -10 12 -12 -13 -14
leaf_value=0.031723887095041731 0.023623354456162302 -0.0076914562989308117 -0.022624038139098669 -0.0026981968473539578 -0.024935739137146577 0.025905934722112656 -0.025372995103302581 0.002775883073743885 -0.0092879134762749969 -0.026406601936728551 0.023181829132850242 0.004189593374770267 -0.0022059547709584785
leaf_weight=68 61 90 49 1085 66 50 53 479 265 49 57 1302 50
leaf_count=68 61 90 49 1085 66 50 53 479 265 49 57 1302 50
internal_value=0 0.00926693 -1.42466e-05 0.000300528 -0.00290168 0.00144193 -0.00477752 -0.00310718 -0.00151993 0.000960603 0.00157474 0.00105844 -0.0141923
internal_weight=0 158 3566 3517 924 2593 863 797 744 2543 2444 2387 99
internal_count=3724 158 3566 3517 924 2593 863 797 744 2543 2444 2387 99
is_linear=0
shrinkage=0.0995203


Tree=485
num_leaves=8
num_cat=0
split_feature=26 26 8 3 2 8 8
split_gain=1.18613 1.72089 1.02687 2.02159 2.59429 3.22812 2.76985
threshold=0.40795000000000009 0.14857000000000006 -0.52017999999999998 -0.13947499999999999 0.41061500000000012 -0.36115499999999995 -0.16019999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=-0.012051262969359463 0.011627667257356328 -0.016652635022717934 0.016211390426072472 0.020194031564398401 -0.020661360423558046 -0.022062661773191366 0.00045988541414212456
leaf_weight=65 90 60 80 81 58 55 3235
leaf_count=65 90 60 80 81 58 55 3235
internal_value=0 6.17564e-05 0.000342585 0.0005724 0.000207297 0.000566597 8.31195e-05
internal_weight=0 3634 3574 3509 3429 3371 3290
internal_count=3724 3634 3574 3509 3429 3371 3290
is_linear=0
shrinkage=0.0995203


Tree=486
num_leaves=11
num_cat=0
split_feature=20 2 18 1 11 3 4 1 1 0
split_gain=1.07622 4.90637 2.10022 1.29542 1.76781 1.60898 4.50858 1.86981 2.7323 2.65273
threshold=-0.15398499999999998 -0.076954999999999996 0.30956000000000011 -0.53140500000000002 0.090100000000000027 1.0000000180025095e-35 0.11181500000000001 0.51334500000000016 0.42491000000000007 -0.095114999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -5 8 -7 -9
right_child=2 -3 -4 4 -6 7 -8 9 -10 -11
leaf_value=0.027760459943334738 0.016647861827865106 -0.0074904409348871557 -0.020510284392870285 -0.03044094913489671 0.019184005386066051 6.4854529579553319e-05 0.010238412277869995 0.0028223038325603301 0.017945068626441466 -0.030425739463087378
leaf_weight=71 47 87 49 60 47 3132 49 48 87 47
leaf_count=71 47 87 49 60 47 3132 49 48 87 47
internal_value=0 0.00834498 -4.84018e-05 0.000236447 1.3924e-05 -0.000249055 -0.0121464 0.000142011 0.000548358 -0.0136181
internal_weight=0 158 3566 3517 3470 3423 109 3314 3219 95
internal_count=3724 158 3566 3517 3470 3423 109 3314 3219 95
is_linear=0
shrinkage=0.0995203


Tree=487
num_leaves=18
num_cat=0
split_feature=9 9 9 18 13 3 17 17 18 6 17 5 17 2 18 17 5
split_gain=0.855513 2.78522 1.43399 4.41203 1.64486 1.55658 2.14224 1.84836 4.42602 1.6758 1.52124 3.55389 2.21715 1.45644 1.2368 3.10065 2.38957
threshold=0.11007500000000002 0.11351500000000002 0.099985000000000018 -0.079189999999999997 1.0000000180025095e-35 1.0000000180025095e-35 -0.084209999999999993 0.41580500000000009 0.038665000000000012 -0.01146 0.0047200000000000011 -0.0044999999999999997 1.0000000180025095e-35 -0.071344999999999992 -0.037059999999999989 -1.0000000180025095e-35 -0.42676999999999993
decision_type=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 10 9 -9 12 -12 -7 -5 -3 -16 -17
right_child=1 14 3 13 -6 7 -8 8 -10 -11 11 -13 -14 -15 15 16 -18
leaf_value=0.002565354569989384 0.026074518325222111 -0.011500748161484038 0.013158995237958672 -0.011175645693595882 0.015872630853146736 0.00046774977926783304 -0.027630432149319518 0.014225693540133085 0.035283348999469152 -0.0074661366088366859 -0.0020256214229290499 -0.026471443151902297 0.018856572710946061 -0.033373556700064179 0.024521630926173151 0.014809254533403177 -0.013346471861687045
leaf_weight=46 53 60 62 81 66 2117 47 58 50 90 629 65 67 46 56 46 85
leaf_count=46 53 60 62 81 66 2117 47 58 50 90 629 65 67 46 56 46 85
internal_value=0 0.00537298 -0.00016933 -0.00859553 0.000322705 -8.9114e-07 -0.0126861 0.000382368 0.00968337 0.00102919 -0.000257236 -0.0043164 0.00103225 -0.0192223 0.000927628 0.00491972 -0.00345348
internal_weight=0 300 3424 189 3235 3169 93 3076 198 148 2878 694 2184 127 247 187 131
internal_count=3724 300 3424 189 3235 3169 93 3076 198 148 2878 694 2184 127 247 187 131
is_linear=0
shrinkage=0.0995203


Tree=488
num_leaves=11
num_cat=0
split_feature=18 18 18 6 28 2 6 2 1 0
split_gain=1.63755 1.43301 2.52736 2.31292 1.23103 1.43934 5.70367 3.00844 1.94941 1.87768
threshold=-0.45171999999999995 -0.227635 -0.14734 -0.049814999999999991 0.082705000000000015 -0.15327499999999997 -0.036009999999999993 -0.14531999999999998 -0.47779999999999995 0.0083400000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -4 -7 -8 -9
right_child=1 2 4 -5 -6 7 8 9 -10 -11
leaf_value=0.014854207378460721 0.0037641191440563413 0.017056779428504417 -0.038524627063057114 -0.021120784921748421 0.013912714534186334 0.024496453746287439 0.012294303376140937 0.00027414786647361722 -0.011524076246491417 -0.0097863603097600484
leaf_weight=73 68 86 48 81 60 49 74 2936 63 196
leaf_count=73 68 86 48 81 60 49 74 2936 63 196
internal_value=0 -0.000199138 0.000206191 -0.00975842 -0.000216557 -0.000468659 -0.00900228 2.73808e-05 0.00133535 -0.000355176
internal_weight=0 3661 3512 149 3426 3366 185 3181 137 3132
internal_count=3734 3661 3512 149 3426 3366 185 3181 137 3132
is_linear=0
shrinkage=0.0995203


Tree=489
num_leaves=11
num_cat=0
split_feature=18 3 3 18 2 0 18 18 8 18
split_gain=1.32782 1.18842 1.35409 1.12275 3.05998 2.0266 1.77876 1.21707 2.68838 1.58158
threshold=-0.45171999999999995 -0.16443499999999997 -0.03893499999999999 -0.22342499999999998 -0.074304999999999996 -0.060944999999999999 -0.14734 -0.10726999999999999 -0.049499999999999995 -0.097059999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -5 8 -8 -9
right_child=1 2 3 6 5 -7 7 9 -10 -11
leaf_value=0.013375913848446894 -0.015574009034436155 0.014982727694676052 0.0098234035150267865 0.015526148597801465 -0.034080413623769297 -0.0054113187796504172 -0.026925245320155451 0.014216043917771199 0.0015621396807230759 -0.00013180861187190907
leaf_weight=73 49 59 57 73 47 51 53 78 86 3108
leaf_count=73 49 59 57 73 47 51 53 78 86 3108
internal_value=0 -0.000179253 2.9364e-05 -0.000218717 -0.00850209 -0.0191691 0.000158889 -0.000178251 -0.00929407 0.0002192
internal_weight=0 3661 3612 3553 155 98 3398 3325 139 3186
internal_count=3734 3661 3612 3553 155 98 3398 3325 139 3186
is_linear=0
shrinkage=0.0995203


Tree=490
num_leaves=16
num_cat=0
split_feature=12 19 8 29 3 4 3 26 27 5 5 6 0 5 26
split_gain=1.01646 0.97085 1.56571 2.84719 3.03784 2.50742 3.98578 2.44606 5.3489 5.22496 4.78551 2.92058 1.92015 2.32501 2.08355
threshold=0.094205000000000025 -0.112555 -0.013304999999999999 0.0035350000000000004 1.0000000180025095e-35 0.11644500000000003 0.11025500000000002 -0.0063299999999999997 0.08648500000000002 -0.088174999999999989 -0.015824999999999995 -0.41548999999999997 -0.16423499999999999 -0.50126999999999999 0.056820000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 6 -6 8 10 11 -3 -10 -9 -14 -15
right_child=-2 2 3 -5 5 -7 -8 12 9 -11 -12 -13 13 14 -16
leaf_value=0.01243729053309379 -0.01277152073626547 0.010578251523289776 -0.023282615073386199 -0.025150637939850687 0.0015562428813263346 0.016304179806865181 -0.015959609889804428 -0.019884711041353153 -0.0050146484959756156 -0.024280676957542269 0.050338280222864379 0.028822048240589093 0.01891768975113051 -0.010660333586978458 0.00095846149090375859
leaf_weight=64 60 83 62 56 597 80 164 46 50 64 47 51 67 165 2078
leaf_count=64 60 83 62 56 597 80 164 46 50 64 47 51 67 165 2078
internal_value=0 0.000287072 7.144e-05 -0.00337427 -0.00202289 -0.00045461 -0.00221745 0.00131824 0.00986144 -0.00202892 0.0249593 0.0120631 0.000248174 0.000649443 0.000103392
internal_weight=0 3674 3610 959 903 841 761 2651 295 165 130 101 2356 2310 2243
internal_count=3734 3674 3610 959 903 841 761 2651 295 165 130 101 2356 2310 2243
is_linear=0
shrinkage=0.0995203


Tree=491
num_leaves=15
num_cat=0
split_feature=3 3 4 4 3 38 2 8 26 5 3 21 21 8
split_gain=0.828285 1.06598 0.834337 6.09605 3.22637 7.23209 2.19512 3.4629 2.27028 3.3127 2.00028 1.78951 1.54384 0.642251
threshold=-0.16443499999999997 -0.03893499999999999 0.094995000000000024 0.088985000000000022 0.10244500000000002 -0.076799999999999993 0.14685000000000001 -0.42187000000000002 -0.086635000000000004 -0.47386999999999996 0.14166500000000004 0.13042000000000004 0.12094000000000002 -0.51030999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 5 -4 8 13 -6 -10 11 12 -3 -8
right_child=1 2 4 -5 6 -7 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.012784255981141402 0.013510037546036619 -0.00028567293661279009 0.00033033266796425657 0.029587256145152011 -0.013353740641740774 -0.047880205165824932 -0.0048113625685625135 -0.025393425618481128 -0.0093963239210686812 0.012657044052659392 0.017051078758272407 -0.016932480506255159 0.017723861675048969 0.010767885092539465
leaf_weight=49 59 2641 86 71 63 48 55 75 90 269 67 63 48 50
leaf_count=49 59 2641 86 71 63 48 55 75 90 269 67 63 48 50
internal_value=0 0.000240472 2.43317e-05 0.000786386 -0.00296686 -0.016933 0.000140523 -0.00905966 0.00406671 0.00712606 6.07099e-05 -0.000352639 3.55022e-05 0.00259953
internal_weight=0 3685 3626 2890 736 134 602 180 422 359 2819 2752 2689 105
internal_count=3734 3685 3626 2890 736 134 602 180 422 359 2819 2752 2689 105
is_linear=0
shrinkage=0.0995203


Tree=492
num_leaves=11
num_cat=0
split_feature=36 29 6 11 6 8 0 2 2 4
split_gain=1.21725 2.8689 1.91119 1.97733 1.19151 1.73618 2.45803 2.26482 1.56984 1.43568
threshold=0.084475000000000022 -0.081409999999999996 -0.48214499999999999 -0.015740000000000001 -0.46637499999999998 -0.36115499999999995 -0.03431 0.13896000000000006 0.31377500000000008 0.10495500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 8 9 -6 -7
right_child=1 -3 3 4 5 7 -8 -9 -10 -11
leaf_value=0.018617169144611818 -0.002803130777242104 0.026948426520041337 -0.015328513146677098 -0.014584705219584946 0.015529711245827067 -0.00055882529696168613 0.029200437671753003 -0.020907532038277166 -0.0089397916165657645 0.0075358262171270072
leaf_weight=53 77 55 86 55 47 2989 48 52 58 234
leaf_count=53 77 55 86 55 47 2989 48 52 58 234
internal_value=0 0.00958715 -0.000142139 -0.000420946 -5.2623e-05 0.000180296 0.0105426 -0.000303554 0.00200543 2.86181e-05
internal_weight=0 132 3622 3569 3483 3428 153 3275 105 3223
internal_count=3754 132 3622 3569 3483 3428 153 3275 105 3223
is_linear=0
shrinkage=0.0995203


Tree=493
num_leaves=15
num_cat=0
split_feature=7 6 12 30 26 1 27 5 4 29 3 2 0 4
split_gain=1.09565 3.41163 1.42688 1.1425 3.11052 2.47389 2.39206 6.10204 5.08438 3.03474 3.8956 1.63541 5.84563 0.583962
threshold=0.083320000000000019 -0.013304999999999999 -0.087529999999999983 0.098380000000000009 -0.01278 0.41291000000000005 0.085370000000000015 -1.0000000180025095e-35 0.10343500000000001 0.0050600000000000011 0.0040650000000000009 0.11804000000000002 -0.095339999999999994 0.12631500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 9 8 -8 10 -4 12 -7 -13
right_child=1 -3 3 4 -6 11 7 -9 -10 -11 -12 13 -14 -15
leaf_value=0.017696926173286116 0.0072495854606452288 -0.028660552579396543 -0.024668708031137309 -0.02454745847010581 0.007530252993572727 0.046485166434571172 0.024320726544670788 -0.038468104005916548 -0.019478835651530167 0.020555171358765601 0.00053641920409499069 -0.0070940719903853158 0.0017422262378329111 0.0087617481015019785
leaf_weight=47 55 50 62 63 57 46 52 56 53 73 2970 46 78 46
leaf_count=47 55 50 62 63 57 46 52 56 53 73 2970 46 78 46
internal_value=0 -0.00984269 0.000468449 0.000243419 -0.00930373 0.000572677 -0.000109267 -0.0119374 0.00220458 0.000503779 2.07406e-05 0.0108877 0.018347 0.00082494
internal_weight=0 105 3649 3602 120 3482 3266 161 105 3105 3032 216 124 92
internal_count=3754 105 3649 3602 120 3482 3266 161 105 3105 3032 216 124 92
is_linear=0
shrinkage=0.0995203


Tree=494
num_leaves=10
num_cat=0
split_feature=9 6 24 36 29 11 1 27 27
split_gain=1.43706 1.21571 1.07942 0.862587 2.39007 1.49105 1.35861 1.73879 1.59011
threshold=-0.37999999999999995 -0.52821499999999999 -0.070599999999999996 0.084475000000000022 -0.084525000000000003 -1.0000000180025095e-35 0.42491000000000007 0.090860000000000024 0.087140000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 -7 -8
right_child=1 2 3 4 -6 6 8 -9 -10
leaf_value=0.015312534598299374 0.01459709270437245 -0.015294648552490662 -0.013636659757902634 -0.0066843566174680374 0.024083597847111084 1.5757368876434933e-05 -0.0006542103597877299 -0.013059073110417593 0.024969022531727926
leaf_weight=61 55 47 82 49 51 3209 50 104 46
leaf_count=61 55 47 82 49 51 3209 50 104 46
internal_value=0 -8.80578e-05 -0.000310296 -0.000113948 0.00899912 -0.000375228 -5.59972e-05 -0.000394434 0.0116151
internal_weight=0 3693 3638 3591 100 3491 3409 3313 96
internal_count=3754 3693 3638 3591 100 3491 3409 3313 96
is_linear=0
shrinkage=0.0995203


Tree=495
num_leaves=9
num_cat=0
split_feature=9 2 8 2 0 4 0 8
split_gain=1.16526 1.5 1.25604 1.6845 1.78946 1.22985 1.20537 1.17528
threshold=-0.37999999999999995 0.35004500000000011 -0.36115499999999995 0.13896000000000006 -0.23998999999999998 0.14221500000000004 -0.076154999999999987 0.11023500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 7 -2 -6
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=0.013788627516936654 0.021471453446678571 -0.015304233045329791 0.016126321218770799 -0.017904816910978911 1.205626810639667e-05 0.015984180720095113 -0.00052926156926813486 -0.0088064675360516095
leaf_weight=61 53 63 68 52 3208 46 46 157
leaf_count=61 53 63 68 52 3208 46 46 157
internal_value=0 -7.92943e-05 0.000184715 -0.000125032 0.000140484 -0.000177962 0.0112406 -0.000399144
internal_weight=0 3693 3630 3531 3479 3411 99 3365
internal_count=3754 3693 3630 3531 3479 3411 99 3365
is_linear=0
shrinkage=0.0995203


Tree=496
num_leaves=13
num_cat=0
split_feature=12 6 4 5 4 29 17 17 2 27 2 2
split_gain=1.63468 1.07345 4.82638 4.07758 1.91366 1.60707 1.53151 6.3021 3.12351 6.04483 2.18546 1.1513
threshold=0.094205000000000025 -0.25061999999999995 0.13528000000000004 -0.41880499999999998 0.12719000000000005 -0.085824999999999999 -0.049834999999999997 -0.062765000000000001 -0.15327499999999997 0.083650000000000016 0.13896000000000006 -0.0023849999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 -3 7 10 -8 -10 -7 -6
right_child=-2 2 -4 -5 11 6 8 -9 9 -11 -12 -13
leaf_value=0.012357718263718171 -0.016838965057963513 0.015759958260989779 0.025836887198053195 -0.030215601801283565 0.0019640370755842659 -0.0011940076969856497 -0.021578889534738965 -0.03939465385584099 0.00083344393679227451 0.032947152757523919 -0.023263723712908621 -0.020054842760720875
leaf_weight=77 60 60 71 56 48 1316 58 46 1792 60 46 46
leaf_count=77 60 60 71 56 48 1316 58 46 1792 60 46 46
internal_value=0 -0.000278226 0.000157838 -0.00690732 0.000721023 -0.000381651 -0.00067379 -0.00316423 0.00116167 0.00187429 -0.00193999 -0.00880246
internal_weight=0 3676 3449 227 171 3378 3318 1408 1910 1852 1362 94
internal_count=3736 3676 3449 227 171 3378 3318 1408 1910 1852 1362 94
is_linear=0
shrinkage=0.0995203


Tree=497
num_leaves=10
num_cat=0
split_feature=12 11 4 30 3 17 6 0 1
split_gain=1.3255 1.55344 2.49293 1.36761 1.52651 1.38843 2.69794 2.28453 0.742038
threshold=0.094205000000000025 -0.14985499999999999 0.13962500000000003 0.10691500000000002 0.14530500000000005 -0.21387500000000001 0.041585000000000011 -0.036664999999999996 -0.0101
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 -3 -7 -1
right_child=-2 2 -4 -5 -6 7 -8 -9 -10
leaf_value=0.0035590775337582857 -0.015163147691618787 -0.0085575122394065013 -0.018175735724043546 0.014967812673303478 0.014547131409737648 -0.0006060029286126705 0.0077842388994908843 0.010284956146726918 0.021459579363617195
leaf_weight=46 60 471 78 58 66 2578 127 206 46
leaf_count=46 60 471 78 58 66 2578 127 206 46
internal_value=0 -0.000250515 -0.000578513 -0.000186784 -0.000441942 -0.000734697 -0.00508557 0.000199572 0.0125182
internal_weight=0 3676 3584 3506 3448 3382 598 2784 92
internal_count=3736 3676 3584 3506 3448 3382 598 2784 92
is_linear=0
shrinkage=0.0995203


Tree=498
num_leaves=11
num_cat=0
split_feature=12 11 1 1 0 4 2 4 18 8
split_gain=1.07481 1.25982 2.08747 1.07721 3.47232 1.63196 1.27462 5.22544 2.74647 0.604136
threshold=0.094205000000000025 -0.14985499999999999 0.62198500000000012 0.42491000000000007 -0.062294999999999996 0.13405000000000003 -0.15012499999999998 0.080000000000000029 0.18126000000000006 -0.087844999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -5 6 7 -3 -8 -1
right_child=-2 2 -4 4 -6 -7 8 -9 -10 -11
leaf_value=0.019341462089497212 -0.013654107785129392 -0.032435454239715104 -0.020713389391769265 0.020187590358351291 -0.012375014009297844 -0.019004120569920673 -0.00032112510418807463 0.0016499439175686828 0.017133059927847187 0.0031873331229499268
leaf_weight=46 60 61 50 89 51 47 3029 165 92 46
leaf_count=46 60 61 50 89 51 47 3029 165 92 46
internal_value=0 -0.000225495 -0.000520894 -0.000234973 0.00831965 -0.000588086 -0.000329235 -0.00754648 0.000193123 0.0112733
internal_weight=0 3676 3584 3534 140 3394 3347 226 3121 92
internal_count=3736 3676 3584 3534 140 3394 3347 226 3121 92
is_linear=0
shrinkage=0.0995203


Tree=499
num_leaves=21
num_cat=0
split_feature=8 0 26 2 26 20 18 3 18 2 18 4 4 8 18 26 2 0 5 2
split_gain=0.892425 3.14981 4.47485 6.717 6.53265 2.69432 2.10021 1.86813 1.75022 1.68642 1.78449 3.95458 5.89953 5.33365 3.85313 3.74202 2.36758 8.81571 2.17546 0.678381
threshold=1.0000000180025095e-35 -0.083514999999999992 -0.070694999999999994 -0.22383 0.10144500000000002 -0.080384999999999998 0.23251500000000005 0.10792500000000002 -0.055464999999999993 -0.157135 -0.085709999999999995 0.086545000000000025 0.079660000000000022 -0.0092799999999999983 -0.082304999999999989 0.07987000000000001 -0.084924999999999987 -0.10806499999999999 0.18340500000000004 -0.086050000000000001
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 5 7 8 -5 -2 9 -3 -4 -1 11 12 15 -13 -12 -11 17 -16 -18 -7
right_child=1 2 3 4 -6 19 -8 -9 -10 10 14 13 -14 -15 16 -17 18 -19 -20 -21
leaf_value=0.017619796764804668 -0.010677545223260575 0.015763648768433156 -0.011900000770212985 -0.050654202660229804 -0.0034585970471865068 0.025303241131589053 0.017156800614200256 -0.0065940239141185587 0.01321046472436275 0.028632058475714591 -0.024944756294726419 0.046607252820343573 -0.031013219344442362 0.0027255923232710013 -0.042559774694272488 0.0010425313489888124 0.001151443256344923 -0.001616319084286178 -0.014072832174508778 0.0089491296392153682
leaf_weight=52 51 74 56 79 46 52 71 74 54 54 69 47 53 66 62 496 1807 326 98 49
leaf_count=52 51 74 56 79 46 52 71 74 54 54 69 47 53 66 62 496 1807 326 98 49
internal_value=0 -0.00415989 -0.00897149 -0.0175091 -0.0332928 0.0079587 0.000231129 0.00457928 0.000419513 -0.000152547 -0.000453061 0.00389888 0.000695731 0.0209845 -0.00177262 0.00375281 -0.00107498 -0.00816094 0.000367822 0.0173772
internal_weight=0 535 383 235 125 152 3201 148 110 3130 3078 716 603 113 2362 550 2293 388 1905 101
internal_count=3736 535 383 235 125 152 3201 148 110 3130 3078 716 603 113 2362 550 2293 388 1905 101
is_linear=0
shrinkage=0.0995203


Tree=500
num_leaves=8
num_cat=0
split_feature=0 0 0 24 30 30 22
split_gain=0.940615 1.0253 1.27191 1.11788 1.27016 1.4604 1.60469
threshold=-0.26289499999999993 -0.23177499999999998 -0.229625 0.10012000000000003 0.10940500000000002 0.094680000000000028 0.11777500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.013749088384055625 -0.014573437713912821 0.015538739437879694 -0.00050859830158862763 -0.015858764839898811 0.011922066614791961 -0.015429695880942621 0.018206183178189728
leaf_weight=47 50 50 3349 46 83 64 46
leaf_count=47 50 50 3349 46 83 64 46
internal_value=0 -0.000418931 -0.000224169 -0.000444059 -0.000243637 -0.000535794 -0.000254784
internal_weight=0 3688 3638 3588 3542 3459 3395
internal_count=3735 3688 3638 3588 3542 3459 3395
is_linear=0
shrinkage=0.0995203


Tree=501
num_leaves=10
num_cat=0
split_feature=25 25 10 10 27 27 27 27 29
split_gain=0.893205 1.45083 1.4598 1.62115 1.22639 2.32399 1.83108 2.43729 1.47253
threshold=0.11199000000000002 1.0000000180025095e-35 0.09407500000000002 0.08821500000000003 0.093000000000000013 0.098515000000000019 0.087140000000000009 0.083925000000000013 -0.051204999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 -7
right_child=-2 -3 -4 -5 5 8 -8 -9 -10
leaf_value=0.00016906960789424329 -0.01399868354963831 0.016792587825700749 -0.016831091856734964 0.018526717980493986 -0.027504030587000194 0.0064389124317325444 0.016710391844387024 -0.022657830888846261 -0.013630474430638841
leaf_weight=3234 46 50 52 46 46 87 65 47 62
leaf_count=3234 46 50 52 46 46 87 65 47 62
internal_value=0 -4.43977e-05 -0.000275964 -3.5739e-05 -0.000277109 -0.00794918 0.000169763 -0.000157674 -0.00190662
internal_weight=0 3689 3639 3587 3541 195 3346 3281 149
internal_count=3735 3689 3639 3587 3541 195 3346 3281 149
is_linear=0
shrinkage=0.0995203


Tree=502
num_leaves=18
num_cat=0
split_feature=11 2 3 20 5 18 5 3 3 7 20 3 5 26 26 2 8
split_gain=0.767002 1.05129 1.1531 2.99243 2.20972 4.17253 2.6991 1.78506 2.14259 2.03134 2.76091 2.2928 1.5186 1.45563 2.59612 1.45467 0.645619
threshold=0.099835000000000021 0.42989000000000011 0.11926500000000002 -0.048954999999999999 -0.45822499999999994 0.091330000000000008 0.052820000000000013 0.11360500000000003 0.11492500000000001 0.093110000000000012 -0.16295499999999999 0.11225500000000002 -0.084089999999999984 -0.01278 0.092955000000000024 -0.013174999999999999 -0.068904999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 13 15 6 -6 9 -9 10 -1 -12 -10 -4 -15 -5 -14
right_child=-2 -3 3 4 5 -7 -8 8 12 -11 11 -13 16 14 -16 -17 -18
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leaf_weight=71 46 58 66 47 72 70 46 54 52 47 2790 53 47 64 59 47 46
leaf_count=71 46 58 66 47 72 70 46 54 52 47 2790 53 47 64 59 47 46
internal_value=0 -0.000354381 -0.00014182 0.00445164 -0.00203993 0.004186 0.0156087 -0.000826736 -0.00995087 -0.000213254 -0.000544573 -6.01857e-05 -0.00364248 0.0141418 0.0205403 -0.0145005 0.00396606
internal_weight=0 3689 3631 471 282 188 118 3160 199 2961 2914 2843 145 189 123 94 93
internal_count=3735 3689 3631 471 282 188 118 3160 199 2961 2914 2843 145 189 123 94 93
is_linear=0
shrinkage=0.0995203


Tree=503
num_leaves=23
num_cat=0
split_feature=0 20 0 0 11 17 17 3 27 27 5 0 6 17 20 17 17 3 5 21 9 6
split_gain=0.785868 0.884207 4.17922 3.3752 2.03649 2.4391 4.10892 4.14891 2.37639 3.59054 3.47716 1.92923 3.27223 3.11402 3.00762 1.58374 3.33545 2.51721 1.74097 1.60515 1.44987 0.89374
threshold=-0.26289499999999993 -0.074014999999999984 -0.225295 -0.16132499999999997 -0.100185 0.070205000000000017 0.12374500000000002 0.088685000000000028 0.093000000000000013 0.10402500000000002 -0.087699999999999986 -0.087184999999999999 -0.088954999999999992 0.043850000000000007 -0.07825 0.0053950000000000014 -0.07496499999999999 0.091475000000000015 -0.047864999999999998 0.087625000000000022 0.083760000000000015 -0.091704999999999995
decision_type=2 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 -2 -4 8 7 -7 10 -10 -6 15 -13 14 -14 16 17 -5 -18 -17 -8 -21
right_child=1 2 4 11 5 6 20 -9 9 -11 -12 12 13 -15 -16 19 18 -19 -20 21 -22 -23
leaf_value=0.01261156352102386 0.024465029223782301 -0.023695349157501738 -0.016759014440442508 -0.02533032949498398 0.010356890096825675 -0.0038869864989966637 -0.013674505443383311 -0.044655468995860322 -0.031816975617889175 0.0033799427998072486 2.8873082610189292e-05 0.02833511626645337 -0.0047466113279582183 0.019773364366903964 0.02087513248359318 -0.027678386604236084 0.0025061164105832012 0.0037807394122453572 0.025341176901327915 -0.014577936511263581 0.0011467729552991765 0.0044362131088752903
leaf_weight=47 63 80 75 66 413 49 82 50 52 64 1480 52 356 82 52 48 102 53 49 51 322 47
leaf_count=47 63 80 75 66 413 49 82 50 52 64 1480 52 356 82 52 48 102 53 49 51 322 47
internal_value=0 -0.000338717 -0.00129235 0.00215151 -0.000599248 -0.000116444 -0.00631433 -0.0244854 0.00143493 -0.0123909 0.00228259 0.000683275 0.00459664 0.00207578 -0.00147909 -0.00441341 9.90293e-05 -0.012358 0.0099216 -0.0127639 -0.00185948 -0.00545055
internal_weight=0 3688 2667 1021 2587 2512 503 99 2009 116 1893 958 542 490 408 416 270 119 151 146 404 98
internal_count=3735 3688 2667 1021 2587 2512 503 99 2009 116 1893 958 542 490 408 416 270 119 151 146 404 98
is_linear=0
shrinkage=0.0995203


Tree=504
num_leaves=36
num_cat=0
split_feature=26 1 1 6 6 2 18 3 3 2 1 6 5 20 18 5 6 2 1 26 5 5 0 5 3 0 26 2 20 17 26 0 3 2 6
split_gain=0.904509 2.97567 2.8992 4.47256 2.41518 7.45059 5.9726 4.84037 8.9593 6.70932 4.02163 3.40892 3.07275 2.5074 4.25573 3.01938 2.34139 2.60275 3.04691 6.20421 1.67173 4.37168 2.31885 1.66223 1.3515 3.09548 3.68283 4.09715 2.77855 3.11686 1.18923 1.17864 1.15863 0.708186 0.272046
threshold=0.086645000000000014 -0.36347499999999994 -0.096749999999999989 0.096435000000000021 -0.011749999999999998 0.11241000000000002 0.11769500000000002 0.093535000000000021 0.10244500000000002 -0.0043799999999999993 -0.139265 -0.069354999999999986 -0.093875 -0.086734999999999993 -0.099739999999999995 -0.026719999999999997 0.11642500000000001 -0.084979999999999986 -0.085574999999999998 0.091195000000000012 -0.0071849999999999995 -0.023589999999999996 -0.071484999999999993 0.39524000000000009 0.14166500000000004 -0.08892499999999999 -0.066534999999999997 -0.082704999999999987 1.0000000180025095e-35 -0.047785000000000001 -0.07825 -0.068899999999999989 0.096385000000000012 -0.086775000000000005 -0.40707999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 11 6 7 9 -9 12 -7 24 -6 -13 -15 -16 17 18 33 -20 21 -19 -22 -10 25 28 31 -28 29 -1 -30 -27 -18 -4 -26
right_child=1 2 16 -5 5 10 -8 8 23 -11 -12 13 -14 14 15 -17 32 20 19 -21 22 -23 -24 -25 34 26 27 -29 30 -31 -32 -33 -34 -35 -36
leaf_value=-0.019033949159549611 -0.027087422357720759 0.032134891836334833 -0.0089603672019991244 -0.0091008214316762905 -0.025977446926979515 -0.0073976866343322999 0.031806656501859487 -0.046169020612776918 -0.014307592978719348 0.031865746697629788 -0.046626118648978983 -0.0013620247111999692 0.0010425370951716775 -0.0022654006176016177 0.018113579782406936 0.052556275627102508 0.022169912205382804 -0.002862345117021541 -0.044737974623029302 0.00012986935908997297 -0.013187098448223232 0.016579633155069551 0.0024142152731395595 0.0083468879435662016 -0.0048499580115137966 0.0080835170625533029 0.00086183165567640572 0.036505148873824757 -0.0022518289489772414 -0.00015159703355733964 0.016928298178095904 -0.011520985406908105 0.0028958709933602205 0.0083188523706199079 -0.015707253095683837
leaf_weight=125 47 60 48 46 46 49 55 64 54 68 55 64 444 48 56 46 48 674 67 56 254 138 150 79 46 65 52 83 49 282 92 57 87 46 46
leaf_count=125 47 60 48 46 46 49 55 64 54 68 55 64 444 48 56 46 48 674 67 56 254 138 150 79 46 65 52 83 49 282 92 57 87 46 46
internal_value=0 -0.00238939 -0.00169547 0.0142324 0.000713528 -0.00307526 0.000143379 -0.00216214 -0.0155737 0.00257132 -0.0281514 0.00383123 -0.00149236 0.0151179 0.0221547 0.0336546 -0.00277275 -0.00395353 -0.0139944 -0.0243037 -0.00216102 0.000440826 -0.00739251 -0.000845019 0.00113763 0.00244438 0.0114564 0.0227819 -0.00178056 -0.00595286 0.0102571 -0.00106925 0.00975493 -0.00049587 -0.0102875
internal_weight=0 1721 1674 106 2025 914 810 755 197 558 104 1111 490 214 150 102 1568 1433 217 123 1216 812 404 133 897 805 257 135 548 407 141 122 135 94 92
internal_count=3746 1721 1674 106 2025 914 810 755 197 558 104 1111 490 214 150 102 1568 1433 217 123 1216 812 404 133 897 805 257 135 548 407 141 122 135 94 92
is_linear=0
shrinkage=0.0995203


Tree=505
num_leaves=14
num_cat=0
split_feature=19 19 9 19 3 17 27 9 29 38 9 4 2
split_gain=0.714209 1.98426 1.81495 1.51224 3.27704 3.571 1.51374 1.37014 1.19527 1.62175 3.5261 2.73959 0.893752
threshold=0.11174500000000002 0.11697000000000003 0.026545000000000006 0.077805000000000027 0.090360000000000024 -0.016209999999999999 -0.095019999999999993 0.10199500000000002 -0.098074999999999996 -0.05851 -0.26414499999999996 0.14123000000000005 -0.080254999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 -1 12 -8 -10 -11 -12 -4
right_child=1 2 7 4 -6 -7 8 -9 9 10 11 -13 -14
leaf_value=0.016524347368627911 -0.022440722850304452 -0.018310800401539942 0.018478620079150528 -0.014915102412530577 0.023361038718443406 0.014392269592889152 0.012150661249151614 -0.0088694482099684578 0.013073293804038962 -0.026043173235251859 -0.0016443005702712315 0.022831481100728416 0.00047284442025133031
leaf_weight=49 55 48 59 86 83 79 66 57 75 58 2934 46 51
leaf_count=49 55 48 59 86 83 79 66 57 75 58 2934 46 51
internal_value=0 -0.00557172 -0.00125258 -0.000257758 0.00723088 -0.000878126 -0.000833346 0.00364548 -0.00110115 -0.00138237 -0.00173951 -0.00126621 0.0101379
internal_weight=0 270 215 3476 248 165 3228 167 3179 3113 3038 2980 110
internal_count=3746 270 215 3476 248 165 3228 167 3179 3113 3038 2980 110
is_linear=0
shrinkage=0.0995203


Tree=506
num_leaves=21
num_cat=0
split_feature=5 5 9 1 1 0 1 18 18 21 8 3 3 9 22 1 5 6 17 6
split_gain=0.731331 3.90175 3.21556 2.90891 3.77923 6.10212 1.97134 1.96753 3.60229 5.52456 3.14008 2.03582 1.79377 1.64672 1.8752 2.53746 4.55462 3.96744 1.96227 1.5858
threshold=-0.11065499999999999 -0.13803499999999999 -0.20504500000000001 0.078505000000000019 0.024780000000000007 -0.078954999999999984 0.058455000000000014 -0.0042299999999999994 1.0000000180025095e-35 0.084670000000000009 -0.097249999999999989 0.087385000000000032 0.09940000000000003 -0.14392999999999997 0.081580000000000027 0.11120500000000003 -0.19631499999999999 0.041585000000000011 0.021725000000000005 -0.088734999999999994
decision_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 -2 4 7 -6 -7 10 9 -9 -4 -10 -12 -1 15 16 -15 19 -18 -17
right_child=2 -3 3 -5 5 6 -8 8 11 -11 12 -13 -14 14 -16 17 18 -19 -20 -21
leaf_value=0.01456844074927318 -0.027129559966827477 0.029901020020536937 0.021936592739191269 0.018726044327775818 -0.037280557666548128 0.01140345075337579 -0.014735961913728541 -0.036411203472364664 -0.009454270877909279 0.001807421339981757 -0.00070814488466358714 0.0014483395641961886 0.008512747993649988 0.035570128404002754 -0.015179735707165583 -0.0034120239266693187 0.016422011144091562 -0.028041150093539541 -0.0094469983949646875 0.01146793851797775
leaf_weight=73 47 47 73 73 74 62 53 78 229 72 1272 654 250 52 83 280 47 56 76 95
leaf_count=73 47 47 73 73 74 62 53 78 229 72 1272 654 250 52 83 280 47 56 76 95
internal_value=0 0.00207197 -0.00130711 -0.000886876 -0.00139542 -0.0149881 -0.000636292 -0.000417549 -0.00380149 -0.0180608 0.00177354 -0.00137825 0.000805919 0.0003544 -0.0011504 0.00076976 0.0108772 -0.00333229 0.000431255 0.000355385
internal_weight=0 809 2937 2890 2817 189 115 2628 1033 150 1595 883 1522 762 689 606 175 431 123 375
internal_count=3746 809 2937 2890 2817 189 115 2628 1033 150 1595 883 1522 762 689 606 175 431 123 375
is_linear=0
shrinkage=0.0995203


Tree=507
num_leaves=16
num_cat=0
split_feature=11 12 4 4 4 1 18 6 0 0 17 0 4 27 0
split_gain=0.668453 1.89023 1.08894 4.59703 2.54392 6.76469 3.30588 3.01333 4.91978 3.81517 2.22954 2.17793 2.17496 5.4457 2.00441
threshold=0.099835000000000021 0.084370000000000014 0.094995000000000024 0.090805000000000011 0.10459000000000003 -0.0086750000000000004 -0.064454999999999998 -0.026384999999999999 -0.016659999999999998 -0.20796499999999998 -0.45791500000000002 -0.23058999999999999 0.077430000000000013 1.0000000180025095e-35 -0.13955999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 10 -6 9 -9 -8 -4 -1 14 -14 -13
right_child=-2 -3 4 -5 6 -7 7 8 -10 -11 -12 12 13 -15 -16
leaf_value=0.021417732391514628 0.011273233753956051 -0.020718158820412426 -0.013028640954052349 0.03099312069861641 0.019029871427373158 -0.043207390597970061 0.02558033549415412 -0.041683716940114829 0.0003495571764503177 -0.0033363201828470151 0.016310134110026856 0.018482391019685233 0.001863855761806546 -0.032545053481858308 -7.0787682123918952e-05
leaf_weight=46 47 46 58 48 73 55 52 49 63 345 46 59 127 71 2561
leaf_count=46 47 46 58 48 73 55 52 49 63 345 46 59 127 71 2561
internal_value=0 -0.000669717 -0.000417035 0.000449482 -0.0038234 -0.0149799 -0.000774081 -0.00361594 -0.0180327 0.000449192 -4.40021e-05 -6.21375e-05 -0.000413058 -0.0104706 0.000346701
internal_weight=0 3699 3653 2912 741 159 582 509 112 397 104 2864 2818 198 2620
internal_count=3746 3699 3653 2912 741 159 582 509 112 397 104 2864 2818 198 2620
is_linear=0
shrinkage=0.0995203


Tree=508
num_leaves=14
num_cat=0
split_feature=30 12 10 26 4 27 3 3 1 5 27 8 1
split_gain=1.11298 1.17479 1.21432 1.64019 2.31285 1.4011 1.11158 2.88798 5.20716 2.7888 2.51235 5.43849 2.15831
threshold=-1.0000000180025095e-35 0.091760000000000022 0.083795000000000022 0.084355000000000027 0.10495500000000003 -0.086859999999999993 0.096035000000000023 0.10174000000000002 -0.080689999999999998 0.24444000000000005 1.0000000180025095e-35 -0.089984999999999996 -0.40145499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 10 8 -8 -9 12 -12 -7
right_child=1 -3 3 -5 -6 6 7 9 -10 -11 11 -13 -14
leaf_value=0.015688028874278143 -0.014445101696814762 0.012975733420707866 -0.028950496079207008 0.0070974307713060503 -0.00070725064617646724 0.015390776650680114 0.040670637389091102 0.0033939984730137649 0.0053084733380638393 -0.0088846604774449923 0.0023010125019067317 -0.037423448982036304 -0.00063670697613502081
leaf_weight=46 63 69 58 47 57 87 51 754 216 242 85 57 1913
leaf_count=46 63 69 58 47 57 87 51 754 216 242 85 57 1913
internal_value=0 0.000111562 -0.000132738 -0.00855471 -0.0149588 0.00026044 0.000532765 0.00287462 0.0120661 0.000409807 -0.000847692 -0.013639 6.00796e-05
internal_weight=0 3699 3630 162 115 3468 3405 1263 267 996 2142 142 2000
internal_count=3745 3699 3630 162 115 3468 3405 1263 267 996 2142 142 2000
is_linear=0
shrinkage=0.0995203


Tree=509
num_leaves=13
num_cat=0
split_feature=29 29 4 4 8 29 27 4 8 18 8 4
split_gain=0.888815 1.84645 1.6646 4.37822 3.612 2.22364 1.79984 1.70788 1.10309 5.38904 3.00982 0.989371
threshold=0.10207000000000002 0.0050600000000000011 0.12631500000000004 0.11874000000000003 -0.071594999999999992 -1.0000000180025095e-35 0.098515000000000019 0.14754500000000006 -0.082654999999999992 -0.14624999999999996 -0.082014999999999991 0.13752500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 7 -6 8 11 9 -1 -10 -4
right_child=-2 -3 4 -5 5 -7 -8 -9 10 -11 -12 -13
leaf_value=0.035457110934980184 -0.0097270984455921656 0.016754594905272278 -0.002789126590759642 -0.02773702510938909 0.0084376710373794527 0.038614107580344427 0.016609090850905544 -0.016992736864129311 -0.020064238965851671 0.00076857253524378118 -0.00090845468410626442 0.016233520621347058
leaf_weight=46 86 68 62 57 50 47 64 48 85 1244 1840 48
leaf_count=46 86 68 62 57 50 47 64 48 85 1244 1840 48
internal_value=0 0.000508226 0.000200353 -0.000391815 0.00795051 0.0230677 8.32869e-05 -0.00132512 -0.000245433 0.00200616 -0.00175472 0.00550423
internal_weight=0 3659 3591 3336 255 97 3279 158 3215 1290 1925 110
internal_count=3745 3659 3591 3336 255 97 3279 158 3215 1290 1925 110
is_linear=0
shrinkage=0.0995203


Tree=510
num_leaves=12
num_cat=0
split_feature=30 12 10 22 3 3 7 2 3 11 8
split_gain=0.924081 0.927908 1.04553 2.2469 2.51617 1.80494 1.7285 2.53687 1.29682 4.20893 1.11542
threshold=-1.0000000180025095e-35 0.091760000000000022 0.078340000000000021 0.077155000000000015 0.093715000000000021 0.10920500000000002 0.077685000000000018 -0.14531999999999998 1.0000000180025095e-35 -0.084924999999999987 -0.50270999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 7 -2 9 -9 -10
right_child=1 -3 3 -5 5 -7 -8 8 10 -11 -12
leaf_value=0.014264459600395513 0.019636997775424041 0.011504134927207135 0.01683928604076591 -0.025359849794305483 -0.021648026756778457 0.0035210472702986882 -0.014766207284357099 0.0092178377088369141 -0.014814076835142659 -0.031407330573630238 0.00079599532632798338
leaf_weight=46 68 69 52 50 59 54 74 51 46 50 3126
leaf_count=46 68 69 52 50 59 54 74 51 46 50 3126
internal_value=0 7.12436e-05 -0.00014585 -0.00687734 -0.00127162 -0.00961309 0.000277708 0.000611162 0.00021563 -0.0108855 0.000569361
internal_weight=0 3699 3630 215 165 113 3415 3341 3273 101 3172
internal_count=3745 3699 3630 215 165 113 3415 3341 3273 101 3172
is_linear=0
shrinkage=0.0995203


Tree=511
num_leaves=15
num_cat=0
split_feature=19 5 26 17 19 9 1 11 3 21 3 4 3 18
split_gain=0.777153 2.02083 1.19261 1.53288 1.6915 1.92854 0.91561 0.995358 2.81373 2.06158 1.6297 3.65085 2.05078 1.54345
threshold=0.10671000000000001 0.10942500000000002 0.099855000000000013 0.51392000000000015 0.11368500000000002 0.088710000000000025 -0.53140500000000002 -0.100185 0.15537500000000004 0.085855000000000029 0.13547000000000003 0.12784500000000004 0.14426500000000003 -0.22342499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 -1 9 10 -8 11 13 -12 -9
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11 12 -13 -14 -15
leaf_value=0.012648597419746211 -0.0071319416016350813 -0.023512674538470744 -0.014188149923129339 -0.011539184348380183 0.028896088710405599 0.0021672793519761594 -0.021513860210526464 -0.0087804801116753133 0.023948684149993169 0.0059435087140827592 -0.02047265059133491 0.020604406475090483 0.0046173488086486804 0.00082782902884432686
leaf_weight=62 55 47 56 60 49 59 59 176 51 50 80 90 54 2797
leaf_count=62 55 47 56 60 49 59 59 176 51 50 80 90 54 2797
internal_value=0 -0.00442111 -0.00120203 0.00205539 0.00706455 0.0143018 0.000664255 0.000442673 0.000756834 -0.00891123 0.000386611 0.00085683 -0.0103556 0.000258747
internal_weight=0 326 279 223 163 108 3419 3357 3248 109 3197 3063 134 2973
internal_count=3745 326 279 223 163 108 3419 3357 3248 109 3197 3063 134 2973
is_linear=0
shrinkage=0.0995203


Tree=512
num_leaves=10
num_cat=0
split_feature=25 27 10 10 2 10 27 27 30
split_gain=1.39824 1.43982 1.57394 1.5076 3.19606 2.22542 1.02816 1.14543 0.564692
threshold=0.083740000000000023 0.10705500000000003 0.09407500000000002 0.080705000000000013 -0.23769999999999999 0.076235000000000011 0.095885000000000012 0.08648500000000002 0.092980000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -3
right_child=-2 8 -4 4 -6 -7 -8 -9 -10
leaf_value=0.00038194135442110434 0.013138677364087395 -0.019006024443158132 -0.017363639259837839 -0.0051947258271704657 0.02511632535773271 -0.019324737110729528 0.012102073217931331 -0.011462228438681958 -0.0039094222611525727
leaf_weight=3148 80 53 50 66 72 58 72 83 46
leaf_count=3148 80 53 50 66 72 58 72 83 46
internal_value=0 -0.000161719 0.000168274 0.000419036 0.0106138 2.02751e-07 0.000339793 7.74272e-05 -0.0119997
internal_weight=0 3648 3549 3499 138 3361 3303 3231 99
internal_count=3728 3648 3549 3499 138 3361 3303 3231 99
is_linear=0
shrinkage=0.0995203


Tree=513
num_leaves=11
num_cat=0
split_feature=30 25 10 1 3 0 1 3 4 4
split_gain=1.21713 1.87824 0.957994 1.19387 2.42098 1.57232 1.45038 1.42102 3.99498 1.82481
threshold=0.12577500000000003 0.083740000000000023 0.09407500000000002 0.42491000000000007 0.13977500000000004 0.15834000000000004 0.51390500000000017 1.0000000180025095e-35 0.10515500000000001 0.094995000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 7 -5 8 -1 -9
right_child=-2 -3 -4 4 -6 -7 -8 9 -10 -11
leaf_value=-0.032374163415575148 -0.015976665414754017 0.016116723506516908 -0.012806993488855599 0.028395742326340793 -0.0095257165141733983 0.016465291149688938 0.006688347736334606 0.00076634422163566736 0.0058524507041638456 -0.0064730003511350789
leaf_weight=50 46 73 57 52 54 55 74 2815 59 393
leaf_count=50 46 73 57 52 54 55 74 2815 59 393
internal_value=0 0.000312335 -7.11737e-06 0.000198056 0.00809516 -0.000223255 0.0156535 -0.000500219 -0.0116752 -0.000120266
internal_weight=0 3682 3609 3552 180 3372 126 3317 109 3208
internal_count=3728 3682 3609 3552 180 3372 126 3317 109 3208
is_linear=0
shrinkage=0.0995203


Tree=514
num_leaves=10
num_cat=0
split_feature=29 26 18 1 0 9 0 18 12
split_gain=0.995682 1.4842 0.956131 1.27856 1.17695 6.96926 4.30195 3.134 2.14976
threshold=0.10207000000000002 -0.236315 0.24916000000000005 -0.53140500000000002 -0.142265 -0.054184999999999997 -0.13752999999999999 -0.065634999999999985 0.092405000000000029
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 -7 -8
right_child=-2 2 -4 4 6 7 8 -9 -10
leaf_value=0.012897268201765479 -0.010611944213042486 0.014936375883541358 -0.010278701052005686 -0.031069097580409741 -0.027731719817176988 -0.009474005420472385 -0.00046673575960064879 0.014057577243957634 0.021217949097267881
leaf_weight=91 84 58 87 47 57 69 2891 298 46
leaf_count=91 84 58 87 47 57 69 2891 298 46
internal_value=0 0.000347219 2.55542e-05 0.000284437 3.48389e-05 0.00500861 -0.000652644 0.00963115 -0.000126826
internal_weight=0 3644 3553 3466 3408 414 2994 367 2937
internal_count=3728 3644 3553 3466 3408 414 2994 367 2937
is_linear=0
shrinkage=0.0995203


Tree=515
num_leaves=12
num_cat=0
split_feature=30 25 19 8 17 13 7 20 20 6 1
split_gain=0.950681 1.47105 0.904862 3.23822 1.43485 1.62162 2.02843 2.03071 1.03679 1.37319 1.45005
threshold=0.12577500000000003 0.083740000000000023 0.10861000000000003 -0.0077949999999999998 -0.56368999999999991 0.080720000000000028 0.093110000000000012 0.10971000000000002 -0.0071449999999999994 -0.011749999999999998 -0.0076199999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 -1 6 7 -6 9 10 -4
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.015084973364397781 -0.014128131535769787 0.014254582871540158 0.017320393984195184 -0.022083402303279192 0.0005577753919883844 -0.015789116770411019 0.018000359067813151 -0.013997318561168683 0.014327943783968719 -0.01533907820945753 -0.0068227686274448061
leaf_weight=65 46 73 46 82 3038 62 64 98 47 54 53
leaf_count=65 46 73 46 82 3038 62 64 98 47 54 53
internal_value=0 0.000267894 -1.4791e-05 -0.00542768 0.000443765 0.000151767 0.000460877 0.000102667 0.00139708 -0.0025698 0.004387
internal_weight=0 3682 3609 282 3327 3262 3200 3136 200 153 99
internal_count=3728 3682 3609 282 3327 3262 3200 3136 200 153 99
is_linear=0
shrinkage=0.0995203


Tree=516
num_leaves=12
num_cat=0
split_feature=21 38 4 21 4 0 8 3 0 3 5
split_gain=0.928228 0.873045 1.21843 3.99481 3.5666 3.2943 3.71049 2.45807 1.85057 1.32584 1.1604
threshold=-0.13730999999999999 -0.076799999999999993 0.07665000000000001 -0.046224999999999995 0.079795000000000019 -0.23058999999999999 0.041960000000000011 0.14166500000000004 -0.13056499999999996 0.083055000000000018 -0.25464999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 -5 -6 -7 8 -3 -10 -11
right_child=1 2 3 4 5 6 -8 -9 9 10 -12
leaf_value=0.013116144293515982 0.0094068757677779353 0.017719590248815378 -0.0246598766018385 -0.028006404883854665 0.01923707458511761 -0.0055547513598090828 0.011342855468977852 0.020528403568580711 -0.016642987850923167 -0.0096530205983312838 0.00054741728466421095
leaf_weight=52 90 58 81 48 79 626 162 60 48 116 2311
leaf_count=52 90 58 81 48 79 626 162 60 48 116 2311
internal_value=0 -0.000273878 -0.000516867 -0.00347566 -0.00159944 -0.000136522 -0.00207984 0.000619325 0.000147408 -0.000264054 5.95434e-05
internal_weight=0 3679 3589 996 915 867 788 2593 2533 2475 2427
internal_count=3731 3679 3589 996 915 867 788 2593 2533 2475 2427
is_linear=0
shrinkage=0.0995203


Tree=517
num_leaves=9
num_cat=0
split_feature=25 21 20 20 20 18 5 7
split_gain=0.869376 0.731201 1.45661 1.38138 2.23618 1.67636 3.73495 1.57457
threshold=0.10729000000000002 -0.13730999999999999 -0.25378999999999996 -0.15398499999999998 -0.14091999999999996 0.15891500000000006 -0.026719999999999997 0.099030000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 7 -7 -6
right_child=-2 2 3 4 5 6 -8 -9
leaf_value=0.011810822910350771 -0.01352815760532845 -0.015858400052595482 0.013275796965377982 -0.017472410486789911 0.00091606902020945459 0.0041427782393062013 -0.032696482346197771 -0.017240140059380654
leaf_weight=52 47 57 78 72 3266 63 48 48
leaf_count=52 47 57 78 72 3266 63 48 48
internal_value=0 9.30592e-05 -7.44809e-05 0.00017695 -0.000114984 0.000249664 -0.0117803 0.000652847
internal_weight=0 3684 3632 3575 3497 3425 111 3314
internal_count=3731 3684 3632 3575 3497 3425 111 3314
is_linear=0
shrinkage=0.0995203


Tree=518
num_leaves=11
num_cat=0
split_feature=29 3 19 19 18 1 5 18 29 20
split_gain=0.78301 1.14406 1.00612 1.00563 3.06098 2.31127 2.22778 2.02381 1.91414 1.85667
threshold=0.12669500000000003 -0.13947499999999999 0.14071500000000006 0.10861000000000003 0.14083500000000002 -0.023499999999999997 -0.067559999999999995 0.18126000000000006 -0.109725 -0.16295499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -5 -7 8 -3 -10
right_child=-2 2 -4 4 -6 6 -8 -9 9 -11
leaf_value=0.01165075417473628 -0.012317404038942487 0.019677275901544448 0.014456094271823637 0.018180532861273385 -0.025817576861706354 0.002247483086541156 -0.023186349656646666 0.016387520475945046 -0.015428459734640578 -0.00016433748338882077
leaf_weight=83 51 47 46 50 61 99 52 74 81 3087
leaf_count=83 51 47 46 50 61 99 52 74 81 3087
internal_value=0 9.89867e-05 -0.00016734 -0.000357005 -0.00629091 -0.000360824 -0.00650577 0.000115438 -0.000258844 -0.000554872
internal_weight=0 3680 3597 3551 262 201 151 3289 3215 3168
internal_count=3731 3680 3597 3551 262 201 151 3289 3215 3168
is_linear=0
shrinkage=0.0995203


Tree=519
num_leaves=10
num_cat=0
split_feature=27 11 1 9 2 21 3 0 4
split_gain=0.843214 0.869365 1.3275 1.92293 0.925286 2.84295 1.57412 3.65642 2.27897
threshold=0.11129500000000002 -0.16269500000000001 0.62198500000000012 -0.26414499999999996 0.25779000000000007 0.090285000000000018 0.12323500000000003 -0.072274999999999992 0.10947000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 8 -8 -5
right_child=-2 2 -4 4 5 -7 7 -9 -10
leaf_value=0.010991990550824685 -0.0098622709993226101 0.020177230960152649 -0.015686446806269974 0.00015540156639095174 0.0061272650992898973 -0.027677331295264125 0.027909331333923981 0.00030495120115502973 -0.013352636442441172
leaf_weight=72 85 47 53 3010 53 46 66 170 129
leaf_count=72 85 47 53 3010 53 46 66 170 129
internal_value=0 0.000164762 -5.31287e-05 0.00018196 -8.83219e-05 -0.00957166 0.000189613 0.00802829 -0.000399463
internal_weight=0 3646 3574 3521 3474 99 3375 236 3139
internal_count=3731 3646 3574 3521 3474 99 3375 236 3139
is_linear=0
shrinkage=0.0995203


Tree=520
num_leaves=12
num_cat=0
split_feature=19 2 19 19 21 0 20 18 0 20 18
split_gain=0.874529 1.60047 1.5631 1.38699 1.21167 1.06253 4.32419 1.62926 1.82955 6.35803 1.55338
threshold=0.12170000000000002 -0.037414999999999997 0.11368500000000002 0.10861000000000003 0.09266000000000002 -0.23058999999999999 -1.0000000180025095e-35 0.18126000000000006 -0.16423499999999999 -0.052259999999999994 0.11715500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 -2 6 -1 8 9 -7 -10
right_child=1 -3 -4 -5 -6 7 -8 -9 10 -11 -12
leaf_value=-0.0088035698336393457 -0.012587827025892617 -0.022165443509656827 0.015471831792674355 -0.013630589912761884 0.0073480174707172847 0.015154052859374788 0.030323608598878535 0.01450492564273888 0.00076153234526819033 -0.031034347050292826 -0.011024583637284082
leaf_weight=58 51 48 68 70 74 50 54 77 2997 72 115
leaf_count=58 51 48 68 70 74 50 54 77 2997 72 115
internal_value=0 -0.00671774 0.000527775 0.000236617 -0.00077926 0.000520439 0.010054 0.000197703 -0.000142693 -0.012098 0.000325728
internal_weight=0 173 3561 3493 125 3423 112 3311 3234 122 3112
internal_count=3734 173 3561 3493 125 3423 112 3311 3234 122 3112
is_linear=0
shrinkage=0.0995203


Tree=521
num_leaves=12
num_cat=0
split_feature=26 2 9 19 9 3 8 29 5 1 2
split_gain=0.959777 2.77794 1.03362 3.09185 1.91161 1.56383 3.1214 1.40475 1.32337 3.99516 0.854661
threshold=0.15583500000000003 -0.060455000000000002 0.11690000000000002 -0.071824999999999986 0.11007500000000002 0.14721500000000004 -0.062834999999999988 -0.085824999999999999 -0.45822499999999994 0.27998000000000006 -0.078994999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 6 -4 -5 10 -10 -9
right_child=1 -3 5 4 -6 -7 -8 8 9 -11 -12
leaf_value=0.020070876587925005 -0.010271423193947672 0.01960391489444319 0.0014481258813131372 0.015791518341509034 0.014973250018903279 0.007097390581553664 -0.03289524026551012 0.00046456237034402906 -0.00078441301923135129 0.021906428813909806 -0.010201668239682417
leaf_weight=76 49 83 55 51 80 46 50 110 2826 79 229
leaf_count=76 49 83 55 51 80 46 50 110 2826 79 229
internal_value=0 0.00850763 -0.000132468 0.000219945 -0.000226826 -0.00819204 -0.0148981 -0.000596121 -0.000854009 -0.000167065 -0.00673824
internal_weight=0 132 3602 3451 3375 151 105 3295 3244 2905 339
internal_count=3734 132 3602 3451 3375 151 105 3295 3244 2905 339
is_linear=0
shrinkage=0.0995203


Tree=522
num_leaves=12
num_cat=0
split_feature=26 17 8 11 2 8 1 9 9 5 4
split_gain=0.827445 1.84362 2.10186 1.34712 1.73608 1.20402 1.36948 1.64833 1.72273 0.934707 0.80323
threshold=0.12086000000000002 -0.00265 -0.038994999999999995 -0.23667999999999997 0.41061500000000012 -0.41646 0.50996500000000011 0.11690000000000002 0.094085000000000016 -0.10894 0.12631500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 7 8 -7 -3 -8
right_child=1 9 -4 4 -6 6 10 -9 -10 -11 -12
leaf_value=-0.013434513553509171 0.02825334281160212 0.0059484753157527815 0.0015590142572858632 -0.012634684066371343 0.016828179016813671 -0.0010958464029318137 0.0022182649649458877 -0.014801356268569103 0.0049081539457437769 -0.010734603586881325 0.020274581039256747
leaf_weight=75 58 67 59 76 60 2516 47 76 583 66 51
leaf_count=75 58 67 59 76 60 2516 47 76 583 66 51
internal_value=0 0.00568624 0.0147991 -0.000241002 4.90228e-05 -0.000251345 3.59498e-05 -0.000321449 3.33933e-05 -0.00232419 0.0116233
internal_weight=0 250 117 3484 3409 3349 3273 3175 3099 133 98
internal_count=3734 250 117 3484 3409 3349 3273 3175 3099 133 98
is_linear=0
shrinkage=0.0995203


Tree=523
num_leaves=12
num_cat=0
split_feature=6 6 4 1 27 5 1 5 2 1 4
split_gain=1.0033 1.19533 1.62837 1.47089 2.79961 1.81789 4.37873 3.46214 2.93083 2.90445 1.68507
threshold=-0.50196499999999988 -0.46637499999999998 0.14831500000000003 0.36766000000000004 0.085910000000000028 -0.097345000000000001 0.078505000000000019 -0.093875 0.08814000000000001 0.067120000000000027 0.11240500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 10 8 7 -7 9 -3 -5
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 -12
leaf_value=0.011236335365505617 -0.013074155883739948 0.011397355072326771 0.017142296010565539 -0.0057066658670576181 0.0066490355318714845 -0.023159509458227017 0.0282817763454873 -0.00058579455392492855 0.023606084197533714 -0.0050720054692278528 -0.030178187335995518
leaf_weight=79 69 199 55 53 71 69 51 2724 78 227 59
leaf_count=79 69 199 55 53 71 69 51 2724 78 227 59
internal_value=0 -9.9456e-05 0.000149968 -0.000114478 -0.00880265 0.000360169 -0.000615802 -0.00114376 0.00586906 0.00261951 -0.0186052
internal_weight=0 3655 3586 3531 183 3348 2844 2793 504 426 112
internal_count=3734 3655 3586 3531 183 3348 2844 2793 504 426 112
is_linear=0
shrinkage=0.0995203


Tree=524
num_leaves=21
num_cat=0
split_feature=9 0 0 1 27 30 9 11 0 27 26 26 6 26 18 9 27 7 26 6
split_gain=0.902972 3.80739 3.53502 2.98773 3.1188 3.2616 2.36638 1.96807 1.67342 1.42478 1.00043 4.94833 2.17875 1.98448 1.04758 2.40811 2.36339 1.88122 1.71385 0.988989
threshold=-0.063329999999999984 -0.13752999999999999 0.099665000000000017 0.50996500000000011 0.093000000000000013 0.084540000000000018 -0.014225 -0.079369999999999996 -0.069955000000000003 0.092175000000000021 -0.057034999999999995 -0.086635000000000004 -0.078305 -0.13924499999999998 -0.15202999999999997 0.089025000000000021 0.084480000000000013 0.020750000000000005 0.092050000000000021 -0.10754999999999999
decision_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 -2 9 -7 -8 11 12 19 -14 15 -12 17 -16 -17 -9
right_child=6 2 -4 -5 -6 8 7 10 -10 -11 14 -13 13 -15 16 18 -18 -19 -20 -21
leaf_value=-0.015590235963288753 -0.018315423897621662 0.035547076939915982 -0.015696920076558724 0.033430511827782443 -0.0093325222929664959 -0.0069667602099741212 -0.026382302125387412 0.0016589131897767092 0.019084756323271109 -0.0019855872247238663 -0.025986982757401376 0.032621397812107489 -0.00010763734438888441 -0.024798720574492897 0.00032439331459737497 0.014250084199465834 -0.020603086352701961 0.01512731418044839 -0.0085541958017338483 0.021475848865664678
leaf_weight=75 71 55 48 59 69 52 47 51 46 48 50 56 108 46 2524 50 52 88 94 49
leaf_count=75 71 55 48 59 69 52 47 51 46 48 50 56 108 46 2524 50 52 88 94 49
internal_value=0 0.00464064 0.00925503 0.0135202 0.00822502 0.0161485 -0.000341172 4.96817e-05 0.00525315 -0.0140642 0.000473177 0.00584308 -5.75837e-05 -0.00748822 -0.000108996 -0.00716979 0.000404884 0.000823427 -0.000630356 0.0113774
internal_weight=0 404 329 281 222 153 3334 3263 98 95 3168 310 254 154 2858 194 2664 2612 144 100
internal_count=3738 404 329 281 222 153 3334 3263 98 95 3168 310 254 154 2858 194 2664 2612 144 100
is_linear=0
shrinkage=0.0995203


Tree=525
num_leaves=14
num_cat=0
split_feature=9 0 2 0 8 8 8 27 3 3 17 4 1
split_gain=0.732067 3.08728 3.18898 3.52038 3.18887 1.98427 1.76643 1.50735 1.70543 2.88981 1.45449 3.93411 2.95546
threshold=-0.063329999999999984 -0.13752999999999999 -0.021165 0.0083400000000000019 -0.14546000000000001 -0.41646 -0.076554999999999998 -0.079769999999999994 -0.086889999999999995 0.079570000000000016 -0.54192999999999991 0.08167000000000002 -0.40145499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2 -6 -7 -9 -10 11 -11 -12
right_child=5 2 3 -5 6 7 -8 8 9 10 12 -13 -14
leaf_value=-0.014038692334920163 -0.015139651354995551 0.030950130155413279 0.032794497558753889 -0.015203239547447064 -0.0085292126604475573 -0.01705574217940261 0.01275975791554301 0.016440602463450946 -0.022581126484033293 -0.021305273385223932 0.017154396885481583 0.0066933107861879551 0.00037305913654726006
leaf_weight=75 87 52 49 70 67 50 91 64 55 103 108 96 2771
leaf_count=75 87 52 49 70 67 50 91 64 55 103 108 96 2771
internal_value=0 0.0041784 0.00833372 0.00408508 0.0106117 -0.000307243 0.00372698 8.99245e-05 0.000358333 2.95479e-05 0.000433839 -0.00779431 0.00100286
internal_weight=0 404 329 277 207 3334 158 3247 3197 3133 3078 199 2879
internal_count=3738 404 329 277 207 3334 158 3247 3197 3133 3078 199 2879
is_linear=0
shrinkage=0.0995203


Tree=526
num_leaves=16
num_cat=0
split_feature=9 0 2 0 8 9 2 2 4 4 9 2 9 1 8
split_gain=0.593543 2.50342 2.58577 2.85461 2.58569 1.68804 1.54783 1.08507 4.70784 3.06872 3.71183 2.39744 2.418 2.98974 0.564296
threshold=-0.063329999999999984 -0.13752999999999999 -0.021165 0.0083400000000000019 -0.14546000000000001 -0.014225 -0.0023849999999999995 0.15165000000000003 0.11905500000000004 0.12631500000000004 0.11351500000000002 0.11804000000000002 0.14318500000000003 0.27552000000000004 -0.076394999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2 14 9 -9 11 -11 12 13 -7 -6
right_child=5 2 3 -5 6 7 -8 8 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.01264155899910949 -0.015457641099208067 0.027869967301951404 0.029530782390621332 -0.013690210381273032 0.0026042545054784732 5.8256029244649426e-05 -0.0097488629535202008 0.010836302747133278 -0.032580346772790765 0.038304763999470512 -0.00031730162859193705 -0.01740647730117036 -0.022126863490782914 0.018383193657927639 0.017564837466511187
leaf_weight=75 71 52 49 70 46 2849 57 51 48 46 53 78 47 91 55
leaf_count=75 71 52 49 70 46 2849 57 51 48 46 53 78 47 91 55
internal_value=0 0.00376236 0.00750434 0.00367824 0.00955558 -0.000276641 0.00335555 5.34331e-05 -0.0102059 0.000374702 0.01762 -0.000182058 0.000267452 0.000625735 0.0107592
internal_weight=0 404 329 277 207 3334 158 3263 99 3164 99 3065 2987 2940 101
internal_count=3738 404 329 277 207 3334 158 3263 99 3164 99 3065 2987 2940 101
is_linear=0
shrinkage=0.0995203


Tree=527
num_leaves=14
num_cat=0
split_feature=7 20 10 13 20 6 5 5 6 5 5 6 9
split_gain=0.66555 2.47207 0.856301 1.65345 1.08017 3.93274 1.68657 1.20648 1.265 1.38808 1.04567 0.79335 0.400724
threshold=-0.009689999999999999 0.099575000000000025 0.088630000000000028 1.0000000180025095e-35 0.0074100000000000017 -0.03764 -0.088935 -0.54885499999999998 -0.47103 -0.097345000000000001 -0.012164999999999999 -0.13578499999999999 0.087515000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 12 -2 -9 -10 -4 -8 -6
right_child=2 -3 10 -5 5 -7 11 8 9 -11 -12 -13 -14
leaf_value=-0.022862336076704307 0.01601334819770352 0.0086219485258728704 0.001551066712765334 0.016597325530305695 -0.0016185128962860344 -0.027948619196675802 0.018878895627513187 -0.011113397227319698 0.0056973051307629289 -1.3843675972713915e-05 -0.018891767839199235 0.00083490909783175322 -0.014117149036694284
leaf_weight=52 51 47 49 63 50 61 51 89 504 2573 50 46 52
leaf_count=52 51 47 49 63 50 61 51 89 504 2573 50 46 52
internal_value=0 -0.00790699 0.000363007 0.000618523 0.000328766 -0.00584098 0.000931626 0.000827663 0.000582783 0.000921353 -0.00876533 0.0103304 -0.0079984
internal_weight=0 99 3639 3540 3477 260 199 3217 3166 3077 99 97 102
internal_count=3738 99 3639 3540 3477 260 199 3217 3166 3077 99 97 102
is_linear=0
shrinkage=0.0995203


Tree=528
num_leaves=11
num_cat=0
split_feature=1 8 6 8 12 1 4 2 4 4
split_gain=1.45849 1.67803 2.31423 1.83102 1.62082 1.46807 1.35127 1.31295 2.96657 2.11857
threshold=-0.53140500000000002 -0.409445 -1.0000000180025095e-35 -0.23488499999999998 -0.010699999999999999 0.066150000000000028 0.13584500000000002 0.11804000000000002 0.11259500000000001 0.11849500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -3 -5 -2 7 9 -9 -6
right_child=1 3 -4 4 6 -7 -8 8 -10 -11
leaf_value=0.014444539292888477 0.012637954171382627 0.018908912792829299 -0.025798803794260559 -0.014493344022228174 0.0013643822980134012 -0.010380569327995179 0.014034614186094078 -0.02904370177004606 0.0063128627489128231 -0.0148393529420477
leaf_weight=75 46 55 56 69 3136 68 76 46 48 82
leaf_count=75 46 55 56 69 3136 68 76 46 48 82
internal_value=0 0.000425143 -0.00923098 0.000892785 0.000605916 -0.00108521 0.00091367 0.000612338 -0.0109806 0.00095123
internal_weight=0 3682 170 3512 3457 114 3388 3312 94 3218
internal_count=3757 3682 170 3512 3457 114 3388 3312 94 3218
is_linear=0
shrinkage=0.0995203


Tree=529
num_leaves=13
num_cat=0
split_feature=9 4 1 5 21 18 1 18 27 4 4 3
split_gain=1.81174 1.71771 1.51381 2.90112 3.28066 3.49704 2.42869 1.94591 1.46788 1.56464 1.45127 0.428662
threshold=-0.25326499999999996 0.14699000000000004 -0.28064499999999998 0.25642500000000007 0.093175000000000022 0.044095000000000009 -0.15796999999999997 -0.087529999999999983 -0.095019999999999993 0.13707500000000003 0.13279000000000005 0.10377500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -4 11 -8 10 -10 -5
right_child=1 -3 6 7 -6 -7 8 -9 9 -11 -12 -13
leaf_value=-0.01381572944221917 0.0098793429866771872 0.019286380587714456 -0.019419343208158649 -0.00044941973245305063 -0.0036780094636365513 0.046462170691291382 0.017559428901878657 -0.016698221945200455 0.00022761743157832313 -0.016437685638732814 0.017666252240768919 0.012910822135529455
leaf_weight=84 55 50 62 46 51 49 49 58 3101 55 48 49
leaf_count=84 55 50 62 46 51 49 49 58 3101 55 48 49
internal_value=0 0.000965749 0.000712684 0.00738661 0.0169834 0.0271234 9.23565e-05 -0.00233033 0.000464488 0.000202793 0.000493694 0.00643304
internal_weight=0 3673 3623 308 155 104 3315 153 3253 3204 3149 95
internal_count=3757 3673 3623 308 155 104 3315 153 3253 3204 3149 95
is_linear=0
shrinkage=0.0995203


Tree=530
num_leaves=11
num_cat=0
split_feature=9 12 12 0 27 27 29 3 26 3
split_gain=1.46909 1.52472 1.82785 1.52506 3.48208 2.02363 2.49765 2.00113 1.36472 3.27012
threshold=-0.25326499999999996 -0.079920000000000005 -0.006685 -0.014889999999999999 0.073825000000000016 -0.032854999999999995 -0.087454999999999991 0.014805000000000004 1.0000000180025095e-35 0.10089500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 8 -4 -7 -8 9 -5
right_child=1 2 3 4 -6 6 7 -9 -10 -11
leaf_value=-0.012440784570829609 0.017627824975879482 -0.018082649705748001 0.016072794656631348 0.020544965943749771 0.029254701115861301 -0.021575993800669966 -0.019147236495175315 0.00054092199287229261 -0.010531575692482692 -0.0046052099758524083
leaf_weight=84 53 51 78 91 59 53 52 3058 61 117
leaf_count=84 53 51 78 91 59 53 52 3058 61 117
internal_value=0 0.000869659 0.000624079 0.000891622 0.00735843 0.000236906 -0.00015335 0.000211467 0.00255286 0.00639406
internal_weight=0 3673 3620 3569 328 3241 3163 3110 269 208
internal_count=3757 3673 3620 3569 328 3241 3163 3110 269 208
is_linear=0
shrinkage=0.0995203


Tree=531
num_leaves=13
num_cat=0
split_feature=9 4 6 5 29 29 20 17 3 20 2 1
split_gain=1.19124 1.46685 0.984704 3.73146 1.46495 2.97104 2.18913 3.57878 2.08441 3.19817 2.07239 1.38292
threshold=-0.25326499999999996 0.14095000000000005 -0.242115 -0.41880499999999998 -0.078484999999999985 -0.012945 -0.081744999999999998 -0.080579999999999999 0.11926500000000002 -0.052259999999999994 0.11804000000000002 0.51334500000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 6 -6 -4 -8 10 -10 -7 -2
right_child=1 -3 4 -5 5 8 7 -9 9 -11 -12 -13
leaf_value=-0.011202674941161934 0.012279976422091285 0.014197800314772555 -0.0035263012263411172 -0.031140344403461178 -0.021384163000331989 0.00050892224385562176 0.03960440247547662 0.0031968852214766317 0.020456301293401365 -0.0015318173475855573 -0.014512931832427174 -0.0080284413457001151
leaf_weight=84 64 79 76 46 61 2812 46 64 129 133 94 69
leaf_count=84 64 79 76 46 61 2812 46 64 129 133 94 69
internal_value=0 0.000783088 0.000487991 -0.00670671 0.000865346 0.000370373 0.00945379 0.0184293 0.000789516 0.00929127 2.27304e-05 0.00173788
internal_weight=0 3673 3594 179 3415 3229 186 110 3168 262 2906 133
internal_count=3757 3673 3594 179 3415 3229 186 110 3168 262 2906 133
is_linear=0
shrinkage=0.0995203


Tree=532
num_leaves=12
num_cat=0
split_feature=11 2 8 17 17 2 20 2 8 29 2
split_gain=0.978785 1.73102 1.51209 3.0082 4.63782 1.80811 2.13099 1.8353 1.57354 3.7563 3.0926
threshold=-0.100185 -0.0083149999999999995 -0.36115499999999995 -0.059294999999999994 0.011640000000000003 0.13896000000000006 0.17747000000000004 0.11665500000000002 -0.01187 0.0035350000000000004 -0.154305
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 7 8 10 -10 -4
right_child=2 -3 5 4 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00070560015647811022 -0.011624078026497389 -0.023932809292787929 0.024561796507557174 0.033851908366723797 -0.0034839131038890661 -0.018006335062086799 0.018316501827437884 0.016023730200764846 -0.0024999072427226679 -0.030121000647000899 0.00025538864829921363
leaf_weight=73 50 46 53 73 60 55 63 68 786 52 2383
leaf_count=73 50 46 53 73 60 55 63 68 786 52 2383
internal_value=0 -0.00881162 0.000360276 0.00917658 0.0170025 -0.000105783 0.000183119 -0.000158468 -0.000494818 -0.00421484 0.000784559
internal_weight=0 119 3643 183 133 3460 3405 3342 3274 838 2436
internal_count=3762 119 3643 183 133 3460 3405 3342 3274 838 2436
is_linear=0
shrinkage=0.0995203


Tree=533
num_leaves=10
num_cat=0
split_feature=11 11 11 8 17 17 2 20 2
split_gain=0.804644 0.72709 1.34954 1.23736 2.43926 3.7609 1.4589 1.73655 1.49716
threshold=-0.40069499999999997 -0.16269500000000001 -0.088219999999999993 -0.36115499999999995 -0.059294999999999994 0.011640000000000003 0.13896000000000006 0.17747000000000004 0.11665500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 -5
right_child=1 2 3 6 5 -7 -8 -9 -10
leaf_value=-0.01301840866310462 0.012267923573709058 -0.01617398789022664 -0.010467247833742671 -0.00049151917050871744 0.030482958964998152 -0.0031371936524031258 -0.016214340676508818 0.016493639741804293 0.01442904513026021
leaf_weight=46 49 50 50 3248 73 60 55 63 68
leaf_count=46 49 50 50 3248 73 60 55 63 68
internal_value=0 0.000225104 6.39593e-05 0.000288653 0.00826243 0.0153098 -0.000136036 0.000125428 -0.000185302
internal_weight=0 3716 3667 3617 183 133 3434 3379 3316
internal_count=3762 3716 3667 3617 183 133 3434 3379 3316
is_linear=0
shrinkage=0.0995203


Tree=534
num_leaves=14
num_cat=0
split_feature=3 9 9 0 4 5 2 2 0 10 18 3 17
split_gain=0.773775 3.02553 1.41042 1.08273 4.12448 2.8273 2.59569 2.39275 7.46595 2.95322 1.87363 1.8187 1.04559
threshold=0.15108000000000005 -0.035004999999999994 0.12188500000000002 0.048750000000000009 0.10739000000000003 0.18340500000000004 0.35004500000000011 -0.15327499999999997 -0.10148 0.077800000000000022 -0.098315 0.080495000000000025 -0.0044799999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 7 8 -1 11 -7 -9 -4
right_child=1 -3 12 4 -6 10 -8 9 -10 -11 -12 -13 -14
leaf_value=0.0095426667503393896 0.0073853330053932327 -0.019662510529796642 0.022815770926842886 0.01723917863137495 0.032215679077701294 0.0051713141960054287 -0.019843225857305961 0.012211447430356515 -0.038573654785962024 0.024021506229105687 -0.020505978990424879 -0.00039308486812344507 0.0034837986487311319
leaf_weight=67 79 85 46 59 49 49 67 118 61 52 66 2894 70
leaf_count=67 79 85 46 59 49 49 67 118 61 52 66 2894 70
internal_value=0 -0.00662838 0.000361556 1.68017e-06 0.00671076 -0.000466962 -0.000457144 -4.99734e-05 -0.0133814 0.000506685 -0.0095581 0.000100447 0.011157
internal_weight=0 164 3598 3482 223 174 3259 3192 128 3064 115 3012 116
internal_count=3762 164 3598 3482 223 174 3259 3192 128 3064 115 3012 116
is_linear=0
shrinkage=0.0995203


Tree=535
num_leaves=24
num_cat=0
split_feature=8 0 26 8 1 26 2 3 20 18 17 5 18 18 21 2 3 20 1 24 3 26 8
split_gain=0.73099 3.26874 3.17357 6.72648 3.51774 6.2316 2.9842 2.47619 2.95749 1.71973 1.18045 1.89485 2.93052 2.79079 4.10693 2.29684 3.31528 4.67103 2.32674 2.18835 2.02343 1.07323 0.547054
threshold=1.0000000180025095e-35 -0.113275 -0.070694999999999994 0.053925000000000008 -0.28064499999999998 0.15583500000000003 -0.157135 0.10749000000000002 -0.00059999999999999995 -0.057764999999999997 -0.53299999999999992 0.18340500000000004 -0.034774999999999993 -0.15202999999999997 0.11707000000000002 -0.087245000000000003 0.083815000000000014 -0.081324999999999995 -0.37983499999999998 0.084270000000000025 0.089985000000000023 0.090545000000000028 -0.078844999999999985
decision_type=2 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 7 -4 9 -6 -1 8 -3 -5 21 15 13 14 -13 16 -12 -18 -17 -20 -15 22 -8
right_child=1 2 3 4 5 -7 10 -9 -10 -11 11 12 -14 20 -16 18 17 -19 19 -21 -22 -23 -24
leaf_value=0.024036517880666561 0.019391662923766241 -0.00079344429285276561 -0.045041757245564792 -0.0045817123455574645 -0.036344070361834423 0.01019895823938205 0.0077333907469012992 -0.0098050753916632833 0.030080972629646926 0.022474367897103852 0.012257506551539801 -0.032897691295291395 -0.023340421236571426 -0.0022853525137316072 0.0059329866609972694 0.022500778247074808 0.0050584832210537499 -0.023242995997752237 0.0016889448082621306 -0.018219905821773276 0.025381276646018996 -0.0031700044960006504 0.02311752311129147
leaf_weight=53 56 75 53 46 68 49 46 89 52 47 67 52 85 59 56 52 92 155 2315 56 47 46 46
leaf_count=53 56 75 53 46 68 49 46 89 52 47 67 52 85 59 56 52 92 155 2315 56 47 46 46
internal_value=0 -0.00335578 -0.0060169 -0.0133587 -0.00535854 -0.0168447 0.000616118 0.00291858 0.0118416 0.00908299 0.000224782 -0.000184139 -0.00770664 -0.00149313 -0.0127557 0.000637348 -0.00737068 -0.0126982 0.00167546 0.00121838 0.00997421 0.00922698 0.0154344
internal_weight=0 535 479 263 210 117 3227 216 127 93 3174 3036 299 214 108 2737 314 247 2423 2371 106 138 92
internal_count=3762 535 479 263 210 117 3227 216 127 93 3174 3036 299 214 108 2737 314 247 2423 2371 106 138 92
is_linear=0
shrinkage=0.0995203


Tree=536
num_leaves=14
num_cat=0
split_feature=9 4 11 29 0 7 4 11 29 9 10 6 2
split_gain=1.10199 1.95206 2.59142 1.50647 1.88302 1.46373 1.45044 1.13123 1.54218 2.26689 1.24589 5.4999 3.20085
threshold=-0.063329999999999984 0.14754500000000006 -0.086319999999999994 -0.080524999999999999 -0.10287 0.082845000000000016 0.11092500000000002 -0.079369999999999996 -0.078484999999999985 -0.0060949999999999997 0.078340000000000021 -1.0000000180025095e-35 -0.14531999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -6 -2 -9 -10 12 -12 -11
right_child=5 -3 3 4 6 -7 -8 8 9 10 11 -13 -14
leaf_value=0.025432456481966716 -0.011807153989434304 -0.014634383805994038 -0.0083153803466469913 -0.0037079559063297129 0.027846804080490842 -0.013678490243889332 0.0060704536124223307 0.013967956250026716 -0.018470949272743117 0.021962543093238487 -0.03672082349956797 0.0030391905920918072 -0.0003775529641638015
leaf_weight=62 89 47 83 87 53 89 71 72 70 65 49 116 2791
leaf_count=62 89 47 83 87 53 89 71 72 70 65 49 116 2791
internal_value=0 0.00442256 0.00694081 0.00303842 0.00750849 -0.00108628 0.0153847 -0.000741412 -0.000429787 -0.000765425 -0.000354896 -0.00876337 0.000130601
internal_weight=0 403 356 294 211 3341 124 3252 3163 3091 3021 165 2856
internal_count=3744 403 356 294 211 3341 124 3252 3163 3091 3021 165 2856
is_linear=0
shrinkage=0.0995203


Tree=537
num_leaves=26
num_cat=0
split_feature=3 0 3 3 1 17 9 1 2 1 9 18 18 1 10 10 3 0 0 3 3 17 17 9 17
split_gain=0.932795 2.847 5.05151 3.07381 3.81923 3.50545 3.14467 2.98726 2.4764 2.28433 2.24315 2.1354 3.68937 3.17413 1.89246 3.89862 1.87825 5.32987 1.47156 1.38695 2.79627 1.36508 2.65908 1.69946 1.03675
threshold=0.097880000000000023 -0.054850000000000003 0.10457000000000002 0.10393500000000001 0.0022300000000000006 -0.067414999999999989 0.11582000000000002 0.10637500000000003 0.41061500000000012 0.070450000000000026 -0.02614 -1.0000000180025095e-35 0.095920000000000019 0.031740000000000011 0.080235000000000015 0.072470000000000021 0.095630000000000021 -0.079119999999999982 -0.23058999999999999 0.14426500000000003 0.12131500000000002 0.056905000000000011 -0.011174999999999999 0.083325000000000024 -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=14 3 -3 4 5 -2 8 10 11 -6 -4 13 -13 -5 15 16 18 -18 -1 20 -12 22 -20 -23 -16
right_child=1 2 7 6 9 -7 -8 -9 -10 -11 19 12 -14 -15 24 -17 17 -19 21 -21 -22 23 -24 -25 -26
leaf_value=0.016386931061090328 0.024785391549620735 -0.035276130778586143 0.01884294917645371 0.024637597946407921 0.046071977951002131 -0.010382422784826265 -0.015726216701879958 -0.024942423740183461 0.026284842907919936 0.014841410676165852 0.0007584418163651672 -0.0065351903485449938 0.016210617040488252 -0.0011784654828101691 0.022857050969138478 -0.029979144529813349 -0.033740529143499731 0.0045122181042431091 -0.0028768054724909657 0.011511412349308145 -0.026879181622012419 -0.022270886160957935 0.0055946212323452846 -0.0037844633000582903 0.0020336030964325045
leaf_weight=48 46 49 64 90 46 72 91 46 46 47 148 328 90 99 46 49 65 81 1054 58 48 57 563 364 49
leaf_count=48 46 49 64 90 46 72 91 46 46 47 148 328 90 99 46 49 65 81 1054 58 48 57 563 364 49
internal_value=0 0.00162587 -0.00527701 0.00461196 0.0152146 0.00332013 0.00160394 -0.00123642 0.00402027 0.0302976 0.00219018 0.00233165 -0.00163581 0.0111106 -0.00163617 -0.00220966 -0.00159966 -0.0125125 -0.000835472 -0.00200257 -0.00600578 -0.0012415 7.22327e-05 -0.00628932 0.0121252
internal_weight=0 1368 413 955 211 118 744 364 653 93 318 607 418 189 2376 2281 2232 146 2086 254 196 2038 1617 421 95
internal_count=3744 1368 413 955 211 118 744 364 653 93 318 607 418 189 2376 2281 2232 146 2086 254 196 2038 1617 421 95
is_linear=0
shrinkage=0.0995203


Tree=538
num_leaves=12
num_cat=0
split_feature=22 0 0 21 17 18 0 21 8 2 11
split_gain=0.870651 1.63715 1.8538 1.27048 1.94077 1.73791 1.53164 1.28871 1.47034 7.72208 2.57844
threshold=0.13160500000000006 -0.25289499999999993 -0.23099 -0.083784999999999984 -0.046254999999999998 -0.027300000000000001 -0.097180000000000002 -0.078089999999999993 -0.15713999999999997 0.11392500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -5 10 -10 -9
right_child=-2 2 3 7 5 6 -8 8 9 -11 -12
leaf_value=0.017150368159912568 -0.012829112054741755 -0.019896128798357431 0.022033171693767412 -0.015660053959456355 -0.012097919139029883 -0.003479636813721214 0.021160851979185179 0.026735274654145161 -0.00037711767540488643 -0.037679138457625209 0.0019257054260324038
leaf_weight=53 55 48 62 56 60 48 52 51 2980 56 223
leaf_count=53 55 48 62 56 60 48 52 51 2980 56 223
internal_value=0 -0.000214257 -0.000467597 -0.000207456 0.00708426 0.00128643 0.00932524 -0.000688614 -0.000435073 -0.00106544 0.00654654
internal_weight=0 3689 3636 3588 222 160 100 3366 3310 3036 274
internal_count=3744 3689 3636 3588 222 160 100 3366 3310 3036 274
is_linear=0
shrinkage=0.0995203


Tree=539
num_leaves=23
num_cat=0
split_feature=6 0 1 18 6 17 17 9 18 6 6 2 17 5 21 29 0 9 2 17 0 8
split_gain=0.849858 2.41381 2.15348 1.69375 1.44961 1.46724 5.21688 2.40735 2.10654 2.98479 2.06488 1.98705 1.56905 4.88494 2.71902 2.60286 1.45155 1.21014 1.15428 1.37757 0.979019 0.603274
threshold=0.10538000000000002 -0.084534999999999985 -0.041095 -0.040349999999999997 0.098855000000000012 0.0047200000000000011 0.026115000000000006 0.11007500000000002 -0.0042299999999999994 -0.0088699999999999994 0.092405000000000029 -0.087359999999999993 -0.0096999999999999986 -0.0058299999999999992 -0.078089999999999993 -0.084979999999999986 -0.082339999999999983 0.11296000000000002 -0.070724999999999996 0.40827500000000011 -0.077624999999999986 -0.076394999999999991
decision_type=2 2 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 10 -7 8 11 -10 12 -8 15 14 -14 -1 -17 -5 19 -3 -12 -6
right_child=1 2 -4 17 21 6 7 -9 9 -11 20 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=0.021536550937541667 0.02035524585710546 -0.019785487643313403 -0.018901388124036762 0.025574694948472143 -0.0046753837989980404 -0.029150335070496126 0.023654283212184879 0.019243278114872957 -0.00055663654738382815 -0.016216819904544932 0.0053460788061968235 9.4644836415765855e-05 -0.01755449467091328 0.030285945657029755 0.003381969978741101 -0.0057392277875202421 0.000481943382439304 0.003086786651547322 0.0087221972202207523 0.0025879984907066222 0.023374436698163435 -0.020495442546712303
leaf_weight=46 73 53 49 48 46 75 46 51 316 195 67 155 68 63 636 713 775 47 62 56 54 50
leaf_count=46 73 53 49 48 46 75 46 51 316 195 67 155 68 63 636 713 775 47 62 56 54 50
internal_value=0 0.00404933 0.000267899 0.00380216 -0.000870052 -0.000514851 -0.00410437 -0.00164137 -0.00313847 -0.00653424 0.000726765 0.00549048 6.00522e-05 0.00373565 0.00135853 -0.00177721 -0.00249848 0.0144577 -0.00211281 -0.00828335 0.0133986 -0.0129235
internal_weight=0 388 315 266 3356 3260 838 763 712 511 2422 201 2301 767 704 1534 1488 95 171 109 121 96
internal_count=3744 388 315 266 3356 3260 838 763 712 511 2422 201 2301 767 704 1534 1488 95 171 109 121 96
is_linear=0
shrinkage=0.0995203


Tree=540
num_leaves=11
num_cat=0
split_feature=24 5 5 20 1 10 10 5 3 27
split_gain=1.02479 0.87307 0.960652 1.95421 2.13046 1.32734 3.52696 1.56616 1.79213 1.47395
threshold=0.10636500000000003 0.6362850000000001 0.5124350000000002 -0.072834999999999997 -0.49837999999999999 0.091080000000000022 0.080705000000000013 0.40249000000000007 0.10669500000000003 -0.079769999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 9 -9 -1
right_child=-2 -3 3 4 -6 -7 -8 8 -10 -11
leaf_value=-0.015798869589882251 -0.014768676182443034 -0.013299323874395566 -0.0060001273307901566 0.001012446477178181 0.029846456830199437 -0.013978931334416774 0.021469448874729097 0.0041228734095811884 -0.020814579185135493 0.00048891609196073335
leaf_weight=56 46 47 63 48 54 66 76 46 75 3165
leaf_count=56 46 47 63 48 54 66 76 46 75 3165
internal_value=0 0.000177684 0.000351496 0.00777151 0.0162855 0 0.000270017 -0.000211832 -0.0113275 0.000205484
internal_weight=0 3696 3649 165 102 3484 3418 3342 121 3221
internal_count=3742 3696 3649 165 102 3484 3418 3342 121 3221
is_linear=0
shrinkage=0.0995203


Tree=541
num_leaves=20
num_cat=0
split_feature=21 21 27 0 0 1 0 0 0 21 2 0 20 1 1 9 9 2 9
split_gain=1.05758 4.16672 1.50066 1.55712 2.01996 2.39272 1.46608 1.61811 4.20005 1.60311 2.82218 2.07411 1.58362 1.47445 4.82405 2.18023 1.43583 2.79572 1.04734
threshold=0.094640000000000016 0.096415000000000015 0.10206500000000003 -0.16423499999999999 -0.098749999999999991 0.081675000000000011 -0.23998999999999998 -0.225295 -0.16969499999999998 0.083050000000000027 -0.011474999999999999 -0.11239999999999999 -0.079864999999999992 0.11120500000000003 0.012830000000000003 0.091690000000000021 -0.054184999999999997 -0.0043799999999999993 0.09032500000000003
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 -5 -1 -8 -9 13 11 -11 -12 14 -10 -15 -6 -18 -7
right_child=1 2 -4 4 16 18 7 8 9 10 12 -13 -14 15 -16 -17 17 -19 -20
leaf_value=0.018302794804396817 -0.032294558156139297 -0.015224014652817483 -0.018658329885852819 0.028838499006806906 0.014879044368126402 -0.0080167090817796164 -0.013943376902316951 0.026794674096532869 -0.00046842134375372737 -0.017842134015674801 0.0088448262393554453 0.0044852291113365479 0.03410896709570068 -0.00089920533007960626 0.030847672893208399 -0.017846373334989982 -0.00092939097171616521 -0.026825869459671796 0.012774035009798327
leaf_weight=47 46 63 47 51 46 49 74 61 1901 47 53 334 46 214 50 116 404 46 47
leaf_count=47 46 63 47 51 46 49 74 61 1901 47 53 334 46 214 50 116 404 46 47
internal_value=0 -0.00321645 -0.00143901 -0.000291524 0.00117026 0.0114172 0.000866286 0.000583021 0.00096423 0.00039325 0.00562103 0.00172878 0.020592 -0.000706494 0.000333725 -0.00685887 -0.00186498 -0.00357841 0.00215357
internal_weight=0 799 753 706 643 147 2943 2896 2822 2761 480 381 99 2281 1951 330 496 450 96
internal_count=3742 799 753 706 643 147 2943 2896 2822 2761 480 381 99 2281 1951 330 496 450 96
is_linear=0
shrinkage=0.0995203


Tree=542
num_leaves=29
num_cat=0
split_feature=21 21 17 0 0 0 18 8 18 17 0 18 3 21 3 0 0 5 9 3 3 8 21 8 8 17 17 20
split_gain=0.85765 3.37857 2.11351 3.77942 3.36341 2.37454 1.81416 3.6032 2.0726 1.60746 2.07997 1.7826 1.591 2.76998 1.86733 1.2921 3.43554 5.85939 2.4188 3.4201 1.25955 3.87448 3.70418 3.47023 2.35634 4.09025 1.8683 0.426736
threshold=0.094640000000000016 0.096415000000000015 -0.079754999999999993 -0.14680499999999999 -0.084269999999999998 -0.106285 0.13474500000000003 -0.071344999999999992 0.11715500000000002 -0.39722999999999997 -0.067059999999999995 -0.26620499999999997 0.10341500000000002 0.11908500000000002 0.097880000000000023 -0.060944999999999999 -0.036664999999999996 -0.063819999999999988 -0.096659999999999982 0.08400500000000001 0.089895000000000017 -0.066829999999999987 -0.016949999999999996 -0.093384999999999982 -0.041669999999999992 -0.0096999999999999986 0.11639500000000001 -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 2 2 2 2
left_child=6 -2 4 -4 -3 -5 8 -8 15 10 11 -6 14 -14 -7 20 17 -17 -18 -20 24 23 -23 -22 26 -26 -1 -12
right_child=1 2 3 5 9 12 7 -9 -10 -11 27 -13 13 -15 -16 16 18 -19 19 -21 21 22 -24 -25 25 -27 -28 -29
leaf_value=-0.00095761303798655027 -0.029080597021387194 0.024654239573762775 -0.026316653471924401 0.012586892408379622 -0.017651410256701409 -0.006734425413361873 -0.0016005991515799876 0.034223170623425198 -0.016041105616291625 -0.016813752223436871 0.0075941675684401185 0.0074886913742927344 -0.032432320654379357 -0.000871375123422059 0.017050360952104347 0.0042198642176625115 -0.021029149834743677 -0.044445374758558573 -0.013690242474002818 0.0094257039456617508 -0.0033028573255573304 -0.022028700678407686 0.0015307815977785217 0.013173030362414847 -0.00047602990262923594 0.030494041748539039 -0.015592496073409869 0.021042206618442888
leaf_weight=956 46 67 74 88 59 113 68 47 75 48 47 53 51 60 46 48 46 50 86 241 171 85 297 487 128 63 95 47
leaf_count=956 46 67 74 88 59 113 68 47 75 48 47 53 51 60 46 48 46 50 86 241 171 85 297 487 128 63 95 47
internal_value=0 -0.00289656 -0.00129591 -0.00584169 0.00481922 -0.00160715 0.000780073 0.0130333 0.000281508 -0.000409629 0.00340872 -0.00574745 -0.00623638 -0.0153797 0.000141562 0.000726483 -0.00401874 -0.020601 0.000335803 0.00334378 0.00170625 0.0042614 -0.00370937 0.00889006 -0.000432681 0.00973495 -0.00228124 0.0143269
internal_weight=0 799 753 432 321 358 2943 115 2828 254 206 112 270 111 159 2753 471 98 373 327 2282 1040 382 658 1242 191 1051 94
internal_count=3742 799 753 432 321 358 2943 115 2828 254 206 112 270 111 159 2753 471 98 373 327 2282 1040 382 658 1242 191 1051 94
is_linear=0
shrinkage=0.0995203


Tree=543
num_leaves=13
num_cat=0
split_feature=21 5 18 21 0 21 0 0 9 8 0 0
split_gain=0.808228 2.17957 1.70487 1.44646 1.07949 2.48018 1.63716 1.03745 2.90626 3.16242 1.83786 1.52865
threshold=-0.085914999999999991 -0.40939500000000001 -0.07657499999999999 -0.084574999999999997 -0.23058999999999999 0.085470000000000018 -0.19631499999999999 -0.142265 -0.020035000000000001 -0.083804999999999991 -0.13752999999999999 -0.11239999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -6 8 -8 -10 -9 -12
right_child=3 2 -4 4 6 -7 7 10 9 -11 11 -13
leaf_value=-0.010588045130761519 -0.017669284410921689 0.0040081233248270296 0.028014599948316517 0.024509073203941842 -0.016298506241726185 -0.0056491023640042005 -0.013307462087873796 -0.018453708964319509 0.001505315737678994 0.028431533068054227 0.011313462247402468 -0.00068765965526618178
leaf_weight=51 47 71 50 55 63 53 57 56 106 73 109 2951
leaf_count=51 47 71 50 55 63 53 57 56 106 73 109 2951
internal_value=0 0.00665882 0.0139349 -0.000325621 -9.40087e-05 0.00970165 -0.000404038 -0.000105061 0.00625653 0.012491 -0.000587139 -0.000259901
internal_weight=0 172 121 3570 3523 108 3415 3352 236 179 3116 3060
internal_count=3742 172 121 3570 3523 108 3415 3352 236 179 3116 3060
is_linear=0
shrinkage=0.0995203


Tree=544
num_leaves=9
num_cat=0
split_feature=19 19 25 18 19 18 1 0
split_gain=0.799316 1.08958 1.04076 0.89726 0.894435 1.65875 2.62708 0.841101
threshold=0.14071500000000006 0.13120500000000004 0.083740000000000023 0.24916000000000005 0.11985000000000003 0.11769500000000002 -0.066524999999999987 -0.13752999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.0043772075712470411 0.01246094526168123 -0.012048192819146361 0.012698734300923283 -0.011802868078828258 -0.013875351999552333 -0.0012093081361850004 0.023293273024514283 0.00023021534390306667
leaf_weight=456 49 77 62 66 46 99 77 2813
leaf_count=456 49 77 62 66 46 99 77 2813
internal_value=0 -0.000333608 -8.41349e-05 -0.000307176 -8.96065e-05 9.42328e-05 0.00950592 -0.000412234
internal_weight=0 3696 3619 3557 3491 3445 176 3269
internal_count=3745 3696 3619 3557 3491 3445 176 3269
is_linear=0
shrinkage=0.0995203


Tree=545
num_leaves=17
num_cat=0
split_feature=18 5 27 5 2 8 18 9 18 18 18 18 5 8 18 11
split_gain=0.649239 0.714963 3.49909 3.15138 2.01311 5.53905 2.81975 5.16834 2.52364 2.60511 1.44368 1.41367 3.48747 2.14343 2.53406 1.41996
threshold=-0.47082499999999999 0.0043900000000000015 0.084480000000000013 -1.0000000180025095e-35 0.10924500000000002 -0.36115499999999995 0.082540000000000016 0.090255000000000016 -1.0000000180025095e-35 -0.034774999999999993 0.15374500000000005 -0.085709999999999995 -0.0044999999999999997 -0.086995000000000003 -0.10303999999999999 -0.065469999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 10 6 -6 8 -8 9 -3 11 13 15 -2 -15 -13
right_child=1 2 -4 -5 5 -7 7 -9 -10 -11 -12 12 -14 14 -16 -17
leaf_value=0.011114549485777914 0.022930434455580389 -0.0023811915407026289 -0.023985755781331289 0.019903441345052175 0.0067980953754892184 -0.039799550942562448 0.040459178934629247 -0.0028503838959628826 -0.019320833081208365 0.014161489555363383 0.013383834393332947 -0.010096993356081885 -0.025689972369968242 -0.018648911880293068 0.0062477350432470708 -1.2626693718928145e-05
leaf_weight=50 58 596 70 81 56 46 47 65 72 112 77 149 57 49 233 1927
leaf_count=50 58 596 70 81 56 46 47 65 72 112 77 149 57 49 233 1927
internal_value=0 -0.000302109 -0.00247914 0.000577991 -0.000963766 -0.0142085 0.000549851 0.0153169 -0.00156949 0.000234574 -3.55555e-05 -0.000453717 -0.00140401 0.00550556 0.00191882 -0.000736803
internal_weight=0 3695 1064 2631 994 102 892 112 780 708 2550 2473 2133 340 282 2076
internal_count=3745 3695 1064 2631 994 102 892 112 780 708 2550 2473 2133 340 282 2076
is_linear=0
shrinkage=0.0995203


Tree=546
num_leaves=10
num_cat=0
split_feature=19 27 21 5 0 0 21 29 30
split_gain=0.624555 1.0787 0.904821 3.21663 0.83192 1.70704 3.26244 0.955966 0.92314
threshold=-0.12661499999999998 -0.079769999999999994 -0.091649999999999995 -0.056974999999999998 -0.25289499999999993 -0.19631499999999999 0.084795000000000023 -0.109725 0.094680000000000028
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 -7 -9
right_child=1 2 4 -5 5 7 -8 8 -10
leaf_value=0.0098527203229126659 -0.012033732492628407 -0.0076006845318649452 0.011496126738541191 0.027606700220304935 -0.030939895384398848 0.013155307484017437 0.0022711451579714393 4.6888159223622826e-06 -0.0089605168015981212
leaf_weight=61 76 54 58 49 52 53 67 3157 118
leaf_count=61 76 54 58 49 52 53 67 3157 118
internal_value=0 -0.000300183 -5.27971e-05 0.00914052 -0.000323191 -0.000522303 -0.0122344 -0.000103266 -0.000318082
internal_weight=0 3684 3608 103 3505 3447 119 3328 3275
internal_count=3745 3684 3608 103 3505 3447 119 3328 3275
is_linear=0
shrinkage=0.0995203


Tree=547
num_leaves=10
num_cat=0
split_feature=31 28 30 30 30 7 0 2 30
split_gain=0.522244 0.951828 0.865131 1.49577 1.28735 0.827221 1.05973 4.01001 1.0285
threshold=0.095410000000000009 0.088260000000000019 0.094680000000000028 0.089145000000000016 0.10801000000000002 0.099030000000000021 -0.16969499999999998 0.08666500000000002 0.081700000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 -1 -8
right_child=-2 -3 4 -5 -6 -7 8 -9 -10
leaf_value=0.032636904929781642 0.010302983343394195 -0.013129966389785154 -0.021215743417311167 0.017855185336984609 0.00025693359638754188 -0.012016156397778347 2.3718239748564662e-05 -9.9544088228856371e-05 -0.010653036944632202
leaf_weight=47 47 56 47 47 67 56 3111 175 92
leaf_count=47 47 56 47 47 67 56 3111 175 92
internal_value=0 -0.000253838 -5.56274e-05 0.000219868 -0.00858866 -1.80069e-05 0.000177928 0.00682746 -0.000282696
internal_weight=0 3698 3642 3528 114 3481 3425 222 3203
internal_count=3745 3698 3642 3528 114 3481 3425 222 3203
is_linear=0
shrinkage=0.0995203


Tree=548
num_leaves=13
num_cat=0
split_feature=22 22 12 20 6 3 0 5 20 5 22 1
split_gain=0.674492 0.939167 0.76326 0.806119 3.16649 4.99607 2.19712 2.70209 2.31211 1.80103 1.2175 1.91821
threshold=0.13160500000000006 0.11383500000000003 0.087445000000000023 0.0033350000000000007 -0.11191 0.096595000000000028 -0.18357499999999999 -0.082635 -0.049534999999999996 -0.088935 0.080525000000000027 -0.51253999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 9 -6 7 8 -1 -5 11 -8
right_child=-2 -3 -4 4 5 -7 10 -9 -10 -11 -12 -13
leaf_value=-0.0099500813973514741 -0.011391610050984885 0.012964382561972361 -0.010182508459910129 -0.0050075307072303824 -0.042605083203889726 -0.0019860898045036966 -0.016679207149073283 0.032089272974675641 0.019460996056792988 0.01684405642022271 0.011378764278009438 -0.00023892116359236964
leaf_weight=59 54 53 77 86 47 83 72 46 48 66 86 2968
leaf_count=59 54 53 77 86 47 83 72 46 48 66 86 2968
internal_value=0 -0.000187551 -0.00037938 -0.000167175 -0.00527321 -0.0166777 0.000271703 0.0119162 0.00323603 0.00447528 -0.000297968 -0.000628566
internal_weight=0 3691 3638 3561 282 130 3279 153 107 152 3126 3040
internal_count=3745 3691 3638 3561 282 130 3279 153 107 152 3126 3040
is_linear=0
shrinkage=0.0995203


Tree=549
num_leaves=17
num_cat=0
split_feature=35 6 6 8 26 0 8 20 18 27 0 18 5 5 27 21
split_gain=0.818205 1.03602 1.22399 1.26983 3.67725 3.73396 3.52678 2.99303 7.69964 2.97681 2.79259 2.65452 5.23488 4.04744 2.5695 4.54568
threshold=0.004000000000000001 -0.48214499999999999 -0.46637499999999998 -0.012329999999999999 -0.0063299999999999997 -0.11896 -0.15146000000000001 0.0057800000000000013 0.089505000000000015 0.078330000000000025 -0.14401 -0.092084999999999986 0.12043500000000003 -0.013944999999999999 0.093000000000000013 0.087235000000000021
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 6 -6 11 10 -7 -9 12 -5 -13 15 -4
right_child=-2 2 3 7 5 9 -8 8 -10 -11 -12 13 -14 -15 -16 -17
leaf_value=0.011127246867857529 -0.013224627368279632 -0.01448925637910695 0.03727987840996163 -0.03134056472522332 -0.0055678793138063216 0.00016478412402953104 -0.038225267502357892 -0.01845243646414042 -0.050074734808944601 0.022464406082528202 0.014216680315746239 -0.004484247933446801 2.724175690629761e-05 0.0127616940347486 -0.0021812170978180181 0.0054390036791486709
leaf_weight=79 48 60 76 75 114 2118 46 49 46 61 55 309 177 239 86 107
leaf_count=79 48 60 76 75 114 2118 46 49 46 61 55 309 177 239 86 107
internal_value=0 -0.000146764 -0.000393161 -0.000155223 0.000979257 -0.000287705 -0.014962 -0.00327053 -0.0161713 0.000789427 -0.00116763 -0.000850613 -0.00930517 0.00303576 0.0119987 0.018667
internal_weight=0 3697 3618 3558 2608 2339 160 950 150 2179 104 800 252 548 269 183
internal_count=3745 3697 3618 3558 2608 2339 160 950 150 2179 104 800 252 548 269 183
is_linear=0
shrinkage=0.0995203


Tree=550
num_leaves=13
num_cat=0
split_feature=8 8 0 13 2 4 24 5 2 0 2 4
split_gain=0.706976 1.59303 1.29471 1.06783 2.25004 3.0408 1.45066 1.38592 1.84629 1.78139 1.05974 0.930824
threshold=0.097995000000000013 0.090890000000000012 -0.069569999999999993 1.0000000180025095e-35 -0.15012499999999998 0.081540000000000015 0.084270000000000025 -0.11065499999999999 -0.083104999999999998 -0.10942499999999999 -0.10934999999999999 0.10477500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 5 -1 7 8 -6 -9 -2 -4
right_child=2 -3 11 -5 6 -7 -8 9 -10 -11 -12 -13
leaf_value=-0.032567140242162992 0.013026261848679449 0.017043865303569997 -0.0042898202974139153 0.011894789311267397 0.019548517010639112 -0.00032431984596284919 -0.014221752649579186 -0.0090641757714960466 0.0026271514719699756 0.00018286299294066965 -0.007381759592712628 -0.020099125762395455
leaf_weight=50 53 54 84 71 73 69 69 226 512 2370 48 66
leaf_count=50 53 54 84 71 73 69 69 226 512 2370 48 66
internal_value=0 8.29672e-05 -0.00538502 -0.000183042 -0.000437819 -0.0138786 5.40689e-05 0.000363987 0.00474011 -0.000621841 0.0033193 -0.0112514
internal_weight=0 3494 251 3440 3369 119 3250 3181 585 2596 101 150
internal_count=3745 3494 251 3440 3369 119 3250 3181 585 2596 101 150
is_linear=0
shrinkage=0.0995203


Tree=551
num_leaves=10
num_cat=0
split_feature=35 6 4 4 29 3 0 17 1
split_gain=0.737484 0.83594 1.54142 1.40242 1.2998 3.21741 3.05958 3.25686 1.67595
threshold=0.004000000000000001 -0.48214499999999999 0.14831500000000003 0.13962500000000003 -0.011859999999999999 1.0000000180025095e-35 -0.14680499999999999 -0.14763999999999997 -0.51253999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -8 -7
right_child=-2 2 -4 -5 5 8 7 -9 -10
leaf_value=0.010031266383384899 -0.012511713293906442 -0.015510631576786256 0.016065291816788375 -0.017471224632388063 -0.026488709097972792 -0.01598443436530719 -0.012759449797762761 0.016775750278426406 -0.00019038215839766476
leaf_weight=79 48 53 56 48 48 68 46 188 3111
leaf_count=79 48 53 56 48 48 68 46 188 3111
internal_value=0 -9.57445e-05 -0.000317097 -0.000574883 -0.000343851 -0.00091488 0.00607388 0.0109662 -0.000528481
internal_weight=0 3697 3618 3562 3514 3227 287 234 3179
internal_count=3745 3697 3618 3562 3514 3227 287 234 3179
is_linear=0
shrinkage=0.0995203


Tree=552
num_leaves=17
num_cat=0
split_feature=12 20 2 6 4 20 6 20 20 4 1 8 17 4 27 1
split_gain=2.00574 0.949952 1.73348 0.766369 1.79266 4.46046 3.73248 4.22592 3.43093 3.13767 4.48328 2.21955 1.2943 1.02746 1.01421 1.75071
threshold=-0.089259999999999992 0.12894000000000003 1.0000000180025095e-35 -0.42102499999999998 0.10495500000000003 -0.084474999999999995 -1.0000000180025095e-35 -0.046109999999999991 -0.17097999999999999 0.094025000000000011 -0.0096349999999999995 -0.076554999999999998 -0.22965499999999997 0.13364000000000004 -0.038765000000000001 -0.28064499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 13 9 8 7 -7 -6 14 12 -8 -11 -2 -5 -16
right_child=1 2 -4 4 5 6 11 -9 -10 10 -12 -13 -14 -15 15 -17
leaf_value=0.020106869117556454 -0.014470066415544691 -0.0025597476926964647 0.020961717416908547 -0.012504318117416511 0.0088404323423283589 0.04746438506939462 -0.014840692437500504 0.012161299957196739 -0.027057269815728618 -0.012861608546606666 -0.040952659588386855 0.012573819228961692 0.0087473310670657441 0.0011805840914442067 0.010732702723151737 -0.00068585208814975608
leaf_weight=48 90 68 57 67 47 47 58 118 60 68 46 59 46 77 140 2655
leaf_count=48 90 68 57 67 47 47 58 118 60 68 46 59 46 77 140 2655
internal_value=0 -0.000368078 0.0081595 -0.000666223 -0.000343696 0.00601501 0.0125808 0.0222223 -0.0112815 -0.00116248 -0.0147252 -0.00100928 -0.00413503 -0.007249 -0.000403965 -0.00011361
internal_weight=0 3703 125 3578 3411 389 282 165 107 3022 160 117 114 167 2862 2795
internal_count=3751 3703 125 3578 3411 389 282 165 107 3022 160 117 114 167 2862 2795
is_linear=0
shrinkage=0.0995203


Tree=553
num_leaves=24
num_cat=0
split_feature=7 3 6 3 18 0 0 18 3 2 9 9 17 3 8 8 0 8 8 17 8 3 21
split_gain=2.15036 0.851431 2.41134 2.43963 2.29622 4.24818 1.9229 1.81387 1.34683 1.82578 1.52765 4.02501 2.14375 1.25103 3.0398 2.71783 2.34554 2.2409 3.05885 2.08843 1.78737 1.45551 1.15783
threshold=-0.230575 0.096510000000000026 0.11766500000000002 0.095630000000000021 0.11715500000000002 -0.083514999999999992 -0.23032 -0.019539999999999998 0.10648500000000002 -0.13088999999999998 -0.0060949999999999997 0.084535000000000013 -0.10811499999999999 0.11926500000000002 -0.094869999999999996 -0.39070999999999995 -0.1525 0.0051800000000000014 -0.046889999999999994 -0.22965499999999997 -0.14546000000000001 0.14940500000000004 0.09865500000000002
decision_type=2 2 2 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 -6 -2 -8 9 -3 -11 -12 -13 16 15 21 -10 18 -16 -19 -18 -15 -22
right_child=1 8 -4 -5 5 -7 7 -9 13 10 11 12 -14 14 17 -17 20 19 -20 -21 22 -23 -24
leaf_value=0.019808351644630323 0.019309144053542039 0.023720277375417088 0.018451857777827683 -0.023405864136854377 -9.1308218473795614e-05 -0.038716721163735077 -0.0047084795046187676 0.0013470191144324877 -0.022666985744344836 -0.01050304746571212 0.031030542736599283 0.021370420579258483 -0.0020500343940672992 -0.011132052221416873 0.0045696412052685671 -0.027398186961997875 0.015455335342199278 0.0076134431348070311 0.027705659010426754 -0.020005999851377021 0.00011131622154470557 0.013128897634260575 -0.011791143512277369
leaf_weight=53 46 51 58 52 73 46 863 1133 60 63 55 46 244 50 150 52 53 66 91 46 226 48 126
leaf_count=53 46 51 58 52 73 46 863 1133 60 63 55 46 244 50 150 52 53 66 91 46 226 48 126
internal_value=0 -0.000380754 -0.00157796 -0.00210329 -0.00159031 -0.015029 -0.000806751 -0.00127075 0.00152397 0.00596417 0.00374265 0.00634641 0.00166211 -0.000580605 0.00285835 -0.00900748 -0.00430235 0.00790281 0.013309 -0.00372295 -0.00157965 0.000742509 -0.0041469
internal_weight=0 3698 2271 2213 2161 119 2042 1996 1427 459 408 345 290 968 503 150 465 353 241 112 405 98 352
internal_count=3751 3698 2271 2213 2161 119 2042 1996 1427 459 408 345 290 968 503 150 465 353 241 112 405 98 352
is_linear=0
shrinkage=0.0995203


Tree=554
num_leaves=11
num_cat=0
split_feature=12 8 2 12 36 1 5 20 2 1
split_gain=1.56353 0.860897 1.96094 1.61875 1.72022 1.53403 1.49415 1.41 1.99068 1.22853
threshold=-0.089259999999999992 -0.409445 0.12875500000000004 -0.0091799999999999989 0.084475000000000022 0.056790000000000014 -0.24120999999999998 0.12894000000000003 0.11392500000000001 -0.11064999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 7 9 -4 8 -5 -2
right_child=1 2 6 4 -6 -7 -8 -9 -10 -11
leaf_value=0.017760230475807305 -0.01025812975247139 -0.018365401183306835 -0.00042289379819817089 -0.00040993112979101457 0.018760391691269883 -0.019250538973939434 0.022928758227824621 0.012316451433823485 -0.019015012864287983 0.011280159559558372
leaf_weight=48 54 49 47 3184 47 65 64 84 58 51
leaf_count=48 54 49 47 3184 47 65 64 84 58 51
internal_value=0 -0.000317274 1.53559e-05 -0.000406685 -0.000145553 -0.00723492 0.0130338 -0.000412961 -0.000743032 0.000195529
internal_weight=0 3703 3533 3422 3373 170 111 3326 3242 105
internal_count=3751 3703 3533 3422 3373 170 111 3326 3242 105
is_linear=0
shrinkage=0.0995203


Tree=555
num_leaves=15
num_cat=0
split_feature=7 7 3 6 17 3 0 17 8 10 2 0 0 5
split_gain=1.68143 0.839483 0.852747 1.56002 1.84002 4.09684 3.51144 2.87417 2.22769 1.49944 1.63911 2.26357 2.21024 1.03572
threshold=-0.230575 -0.009689999999999999 0.096775000000000014 0.11642500000000001 0.11639500000000001 0.084290000000000018 -0.08317999999999999 0.093960000000000016 -0.092299999999999993 0.085090000000000013 -0.13088999999999998 0.061855000000000014 -0.0033699999999999997 0.55459000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -7 8 -3 10 -4 12 -12 -11
right_child=1 2 9 -5 5 6 -8 -9 -10 13 11 -13 -14 -15
leaf_value=0.01752295100341978 -0.01369030138511197 0.0072529093754066555 0.018062936383039692 0.012681090195723589 -0.036529693516293385 0.0052704129157817858 -0.020234324001610012 0.023576580941759569 -0.0027000188365453237 -0.019131211899071243 0.0019210308091632919 0.022050342207741245 -0.020121306040708366 -4.2934251925374265e-05
leaf_weight=53 46 258 66 76 46 147 84 47 1628 54 1087 53 47 59
leaf_count=53 46 258 66 76 46 147 84 47 1628 54 1087 53 47 59
internal_value=0 -0.000329662 -0.000161149 -0.00133691 -0.00181935 -0.00940542 -0.0040005 -0.000731838 -0.00133805 0.00180589 0.00279657 0.00194703 0.00100674 -0.00917201
internal_weight=0 3698 3652 2286 2210 277 231 1933 1886 1366 1253 1187 1134 113
internal_count=3751 3698 3652 2286 2210 277 231 1933 1886 1366 1253 1187 1134 113
is_linear=0
shrinkage=0.0995203


Tree=556
num_leaves=13
num_cat=0
split_feature=25 2 4 17 10 2 17 1 26 6 1 4
split_gain=1.18765 0.700332 3.86606 4.49623 4.63511 2.8534 1.33028 1.94272 1.22406 1.79869 1.16781 1.15717
threshold=0.083740000000000023 -0.15327499999999997 0.078635000000000024 -0.008069999999999999 0.085090000000000013 -0.14531999999999998 -0.53299999999999992 -0.51253999999999988 0.090545000000000028 -0.012574999999999999 -0.40145499999999995 0.080000000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3 8 -8 9 -7 -9 -12
right_child=-2 5 3 -5 -6 6 7 10 -10 -11 11 -13
leaf_value=-0.030273851585962016 0.012576019772147761 0.024121657709190121 0.036529939501794777 -0.022557985529872877 -0.0028394498177780549 0.029374570180542278 -0.015464280983902092 0.013243714041708604 -0.0032872073830925259 0.0021037816019042971 0.00088140925700582265 -0.0037847456629264342
leaf_weight=48 78 50 47 54 80 49 81 66 49 47 2416 673
leaf_count=48 78 50 47 54 80 49 81 66 49 47 2416 673
internal_value=0 0.000165226 -0.00516308 0.00149162 0.0117239 0.000521099 0.000171839 -0.000245783 0.00949765 0.0160318 0.000144671 -0.00013494
internal_weight=0 3660 229 181 127 3431 3381 3236 145 96 3155 3089
internal_count=3738 3660 229 181 127 3431 3381 3236 145 96 3155 3089
is_linear=0
shrinkage=0.0995203


Tree=557
num_leaves=8
num_cat=0
split_feature=25 3 3 3 12 3 3
split_gain=0.963017 1.09493 1.38958 1.11313 1.44788 1.60824 1.15579
threshold=0.083740000000000023 -0.16443499999999997 -0.03893499999999999 1.0000000180025095e-35 -0.035284999999999997 0.081225000000000019 0.12323500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=-0.014942948887098902 0.011324451888081965 0.016496555246061934 -0.011423517656409452 -0.017160640871077021 0.018896321009511802 -0.00028832623356029496 0.0055772565019203899
leaf_weight=47 78 52 81 46 47 3013 374
leaf_count=47 78 52 81 46 47 3013 374
internal_value=0 0.000148761 0.000345309 0.000109228 0.000377898 0.000613074 0.000359123
internal_weight=0 3660 3613 3561 3480 3434 3387
internal_count=3738 3660 3613 3561 3480 3434 3387
is_linear=0
shrinkage=0.0995203


Tree=558
num_leaves=13
num_cat=0
split_feature=19 19 22 22 8 21 21 21 17 18 6 21
split_gain=0.841777 0.895434 1.41425 2.53577 1.68867 1.27941 0.898206 1.22516 3.69104 1.87772 0.919256 0.568349
threshold=0.14071500000000006 0.13120500000000004 0.089225000000000013 0.082075000000000023 -0.092545000000000002 0.10496500000000002 -0.085914999999999991 -0.078089999999999993 -0.0058449999999999995 0.24916000000000005 -0.0062199999999999998 0.12912000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 10 8 -8 -9 -1 -7
right_child=-2 -3 4 -5 5 11 7 9 -10 -11 -12 -13
leaf_value=0.00011955523697629554 0.01343866635024024 -0.010240192364728963 0.023433966843960707 -0.018573332392453817 0.014595839279923709 -0.010239602613630988 0.0059637685064366352 0.00063046611174405497 -0.031053095270947264 -0.018443980992181881 0.015217900562215182 0.0045352901075896681
leaf_weight=81 48 80 54 72 61 57 60 2999 48 52 79 47
leaf_count=81 48 80 54 72 61 57 60 2999 48 52 79 47
internal_value=0 0.000173566 0.000404569 -9.57795e-05 0.00815571 0.00315059 0.000304813 -6.33824e-05 -0.0104806 0.0003051 0.00757948 -0.00355462
internal_weight=0 3690 3610 3391 219 165 3319 3159 108 3051 160 104
internal_count=3738 3690 3610 3391 219 165 3319 3159 108 3051 160 104
is_linear=0
shrinkage=0.0995203


Tree=559
num_leaves=8
num_cat=0
split_feature=25 3 3 9 3 3 0
split_gain=0.796068 0.877951 1.13275 0.980202 1.61427 1.76675 1.51301
threshold=0.083740000000000023 -0.16443499999999997 -0.03893499999999999 -0.26414499999999996 0.0040650000000000009 0.080495000000000025 -0.23177499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=-0.013416199827403743 0.010258577494496142 0.014856163237734888 -0.013917732607228676 -0.012975959579370543 0.019972676868082573 -0.012394090418435415 0.00068473589850799122
leaf_weight=47 78 52 49 89 46 90 3287
leaf_count=47 78 52 49 89 46 90 3287
internal_value=0 9.76759e-05 0.000273699 6.05264e-05 0.000255787 0.000600059 0.000335931
internal_weight=0 3660 3613 3561 3512 3423 3377
internal_count=3738 3660 3613 3561 3512 3423 3377
is_linear=0
shrinkage=0.0995203


Tree=560
num_leaves=20
num_cat=0
split_feature=25 21 5 17 5 27 17 0 9 5 18 4 5 6 0 18 13 7 17
split_gain=0.648008 0.593472 1.98996 1.83428 1.82853 1.572 1.48755 4.01191 2.97679 1.32004 2.73135 4.06402 2.63947 3.48859 1.90451 2.77496 1.31481 1.4705 1.08146
threshold=0.11199000000000002 0.095695000000000016 0.41488500000000011 -0.45791500000000002 0.26760500000000004 -0.089394999999999988 -0.079754999999999993 -0.14680499999999999 0.083325000000000024 0.0076350000000000012 0.0020050000000000003 0.08544000000000003 -1.0000000180025095e-35 0.08481000000000001 -0.100285 -0.025879999999999997 0.080720000000000028 0.087670000000000012 0.4839500000000001
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 6 -1 8 -8 -3 12 14 -12 16 -14 -11 -16 17 -7 -9
right_child=-2 2 3 -5 -6 9 7 18 -10 10 11 -13 13 -15 15 -17 -18 -19 -20
leaf_value=0.019191898245527146 -0.011582498974882421 0.026117032826292297 0.019371296128111573 -0.0026389452653191891 -0.020509020920772253 0.0010087357652808844 -0.026777412289376731 -0.0035400454801909269 -0.0064484791958462238 -0.025220635262764191 -0.0032847544952150118 0.033332458234566049 0.036290004504631684 0.0015383227014349342 -0.00087677334913910377 -0.019347736964349532 -0.014438578594253678 0.018124847288447068 0.01154023187749206
leaf_weight=46 46 48 73 77 65 1984 73 296 66 47 83 47 50 67 433 99 53 51 56
leaf_count=46 46 48 73 77 65 1984 73 296 66 47 83 47 50 67 433 99 53 51 56
internal_value=0 0.000302168 -0.0021901 0.00806725 -0.00473881 0.000937299 -0.0028355 -0.00554436 0.00725614 0.000648853 -0.00308616 0.00994749 0.00185019 0.0163965 -0.00601395 -0.00431558 0.0010347 0.00143809 -0.00113858
internal_weight=0 3714 754 150 604 2960 539 425 114 2914 709 130 2205 117 579 532 2088 2035 352
internal_count=3760 3714 754 150 604 2960 539 425 114 2914 709 130 2205 117 579 532 2088 2035 352
is_linear=0
shrinkage=0.0995203


Tree=561
num_leaves=15
num_cat=0
split_feature=3 3 18 10 18 6 6 5 6 3 0 19 8 8
split_gain=0.584434 2.63452 2.34717 2.2832 1.91372 1.93154 2.35368 5.91612 2.03786 1.8135 2.51718 2.26911 1.92739 1.28755
threshold=0.092510000000000023 0.092900000000000024 0.12044000000000003 0.080705000000000013 0.18126000000000006 -0.48214499999999999 -0.25061999999999995 -0.41880499999999998 -0.14051999999999998 0.091715000000000033 -0.23032 0.11183000000000003 -0.092299999999999993 0.010485000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 9 5 -3 7 -7 -8 10 -1 12 -12 -10
right_child=1 4 -4 -5 -6 6 8 -9 13 -11 11 -13 -14 -15
leaf_value=0.020758930761322604 0.024429532253735731 0.019984415990107668 -0.018321937868471333 0.01739957346799555 0.015939029018275378 0.0029060608300246001 0.015064521828415351 -0.041077785212457668 0.0010577557193731794 -0.016197024728359422 0.0067338093827466429 0.020250914563009193 -0.0031001609737179546 -0.0069103474527341191
leaf_weight=54 48 47 75 69 79 82 91 48 1181 75 230 48 1391 242
leaf_count=54 48 47 75 69 79 82 91 48 1181 75 230 48 1391 242
internal_value=0 0.00142347 -0.00105934 -0.000365436 0.000799112 9.13223e-05 -0.0004769 -0.0133278 0.000626009 -0.00104764 -0.000387733 -0.00107242 -0.00170434 -0.000296751
internal_weight=0 1818 1942 1867 1770 1691 1644 130 1514 1798 1723 1669 1621 1423
internal_count=3760 1818 1942 1867 1770 1691 1644 130 1514 1798 1723 1669 1621 1423
is_linear=0
shrinkage=0.0995203


Tree=562
num_leaves=12
num_cat=0
split_feature=25 27 29 26 26 0 6 26 35 3 8
split_gain=0.546348 0.525207 0.647368 1.92448 1.13186 1.87842 0.974985 0.85035 0.87634 1.8877 1.47794
threshold=0.11199000000000002 0.11129500000000002 0.0050600000000000011 -0.07825 -0.14224499999999998 -0.076439999999999994 -0.047249999999999993 -0.100565 -1.0000000180025095e-35 0.0040650000000000009 -0.014194999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -6 10 -10 -9
right_child=-2 -3 3 -5 7 -7 -8 8 9 -11 -12
leaf_value=0.0094643637570678112 -0.010651995280113581 -0.007664608596035672 -0.0078712929714012218 0.017775709799396851 -0.012470657655552882 0.023065761407437088 -0.0099450156936723693 0.021471499342632226 -0.01733089777821914 6.7814592280926911e-05 -0.0032173392759019979
leaf_weight=55 46 81 48 73 55 56 48 49 63 3139 47
leaf_count=55 46 81 48 73 55 56 48 49 63 3139 47
internal_value=0 0.000260695 0.00043762 0.00759493 0.000190794 0.00839536 0.000411268 -0.000198024 6.39581e-06 -0.000274253 0.00937573
internal_weight=0 3714 3633 121 3512 159 103 3353 3298 3202 96
internal_count=3760 3714 3633 121 3512 159 103 3353 3298 3202 96
is_linear=0
shrinkage=0.0995203


Tree=563
num_leaves=22
num_cat=0
split_feature=21 5 5 5 20 20 9 20 9 7 27 18 20 30 5 9 5 20 5 8 26
split_gain=0.567931 1.6476 1.49781 1.39942 1.43412 3.32322 1.99007 2.57045 1.72052 1.29894 2.14169 1.67392 2.52844 1.59452 1.71977 3.66992 14.3097 2.82623 2.1431 1.29126 0.738384
threshold=0.095695000000000016 0.41488500000000011 0.5134350000000002 0.26760500000000004 -0.090514999999999998 -0.078104999999999994 0.10078500000000003 -0.012149999999999999 0.11891000000000003 0.077685000000000018 0.076710000000000014 -0.14734 -0.0093149999999999986 0.10000000000000002 0.043850000000000007 0.079525000000000026 -0.0058299999999999992 -0.011915 0.065520000000000023 -0.14546000000000001 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=9 3 -3 4 -2 -6 7 -7 -8 11 -11 12 -1 14 15 16 -13 -16 -19 -17 -4
right_child=1 2 20 -5 5 6 8 -9 -10 10 -12 13 -14 -15 17 19 -18 18 -20 -21 -22
leaf_value=-0.0028930958094094735 -0.014362433381744619 0.021575572940574609 -0.0074176542220891328 -0.018359438500691314 0.020174811640365206 -0.020302771022344533 0.020411676311144506 -0.0012333484648365475 -0.0058831621559373316 -0.019057040340746501 0.0063812713531229658 0.0038317554572737324 0.028484920802397385 -0.013584245125160653 0.012408444031598803 -0.015785230703322013 0.059008910150772517 -0.01954120837732155 -0.0032986897202586588 0.00077308813082194476 0.0095987343295241036
leaf_weight=48 91 48 56 65 65 109 53 196 46 81 55 383 54 75 88 48 53 105 345 1650 46
leaf_count=48 91 48 56 65 65 109 53 196 46 81 55 383 54 75 88 48 53 105 345 1650 46
internal_value=0 -0.00228589 0.00707854 -0.00453466 -0.00292854 -0.000708276 -0.00407021 -0.00805101 0.00818561 0.000737701 -0.00876347 0.00119154 0.0137108 0.000726382 0.00112837 0.00239633 0.010541 -0.0038995 -0.00709043 0.000304526 0.000248379
internal_weight=0 775 150 625 560 469 404 305 99 2985 136 2849 102 2747 2672 2134 436 538 450 1698 102
internal_count=3760 775 150 625 560 469 404 305 99 2985 136 2849 102 2747 2672 2134 436 538 450 1698 102
is_linear=0
shrinkage=0.0995203


Tree=564
num_leaves=15
num_cat=0
split_feature=22 21 4 22 0 21 1 18 0 8 8 1 20 5
split_gain=0.984101 2.16855 2.52285 1.39959 0.829772 5.15893 6.50704 1.88251 1.23005 0.924592 2.74909 1.0236 0.652063 0.535389
threshold=0.089225000000000013 0.12030000000000003 0.091080000000000022 0.082075000000000023 -0.16969499999999998 -1.0000000180025095e-35 0.021350000000000004 0.31227500000000008 -0.15034 -0.186225 -0.409445 -0.034059999999999993 -0.0084199999999999987 -0.065999999999999989
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 8 -6 10 -10 -11 -2 -3
right_child=1 13 -4 -5 7 6 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.016293803028279794 -0.0046445168494713661 -0.012134317386121932 0.030524914647506937 -0.014603101314649999 -0.012028976533775092 -0.0010662581330656382 0.046641776828978604 0.019438930416011708 -0.0012960039655826561 0.00096785279793528615 0.024955360461502929 -0.0027621499154175436 0.012104414331026655 0.0025931710681760234
leaf_weight=63 46 52 56 66 91 67 49 47 134 1604 56 1335 46 46
leaf_count=63 46 52 56 66 91 67 49 47 134 1604 56 1335 46 46
internal_value=0 0.00626363 0.0138686 -0.000247531 2.71788e-05 0.00662493 0.0190792 -0.000334064 -0.00062293 -0.000290949 0.00643694 -0.000726171 0.00372105 -0.00521306
internal_weight=0 246 148 3512 3446 179 116 3267 3220 3129 190 2939 92 98
internal_count=3758 246 148 3512 3446 179 116 3267 3220 3129 190 2939 92 98
is_linear=0
shrinkage=0.0995203


Tree=565
num_leaves=19
num_cat=0
split_feature=26 9 12 8 4 18 18 5 9 19 1 0 21 0 0 27 0 8
split_gain=0.923622 1.83233 2.71494 1.57882 3.13934 1.87215 2.07597 1.68415 4.30985 3.07263 1.33792 2.71111 3.67699 2.45899 2.30806 2.25613 1.28541 1.53164
threshold=0.088325000000000028 -0.25326499999999996 -0.039879999999999992 -0.186225 0.079355000000000023 0.23251500000000005 0.13881000000000002 -0.085794999999999996 0.087695000000000009 0.061250000000000013 0.073820000000000011 -0.22163999999999998 0.084795000000000023 -0.18357499999999999 -0.15468499999999999 1.0000000180025095e-35 -0.14909499999999998 -0.014194999999999999
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 8 -5 -9 11 12 -4 -12 -13 -16 -15 -18
right_child=3 2 10 4 -6 -7 -8 9 -10 -11 13 14 -14 16 15 -17 17 -19
leaf_value=-0.018273825019024591 0.014408550409199387 0.025458758576492414 -0.036545960984231858 0.031336834514222207 -0.021885552250950579 0.018169493539035252 -0.020967633300515223 -0.0045651158823597484 -0.0009072400664416635 0.017525232082405005 0.020841373528218857 0.022075847394281603 0.001414482933941832 -0.012351537899519538 0.001529379131124398 -0.011479462704864244 0.011509125017890844 -0.0024227572401871026
leaf_weight=46 57 47 46 53 78 47 55 899 182 67 90 50 56 50 1477 145 163 150
leaf_count=46 57 47 46 53 78 47 55 899 182 67 90 50 56 50 1477 145 163 150
internal_value=0 0.0013892 0.00178732 -0.00182082 -0.00249127 -0.00132966 -0.00205998 -0.00119342 0.00636135 -0.00303212 0.00128737 5.4261e-05 -0.0156969 0.00611457 0.00101565 0.000365938 0.00246105 0.00482989
internal_weight=0 2320 2274 1438 1381 1303 1256 1201 235 966 2227 1774 102 453 1672 1622 363 313
internal_count=3758 2320 2274 1438 1381 1303 1256 1201 235 966 2227 1774 102 453 1672 1622 363 313
is_linear=0
shrinkage=0.0995203


Tree=566
num_leaves=22
num_cat=0
split_feature=20 10 4 1 9 20 7 27 21 18 17 9 2 21 2 2 1 5 21 5 5
split_gain=0.866033 3.56743 2.09492 1.89865 1.68918 1.17906 1.23399 2.15207 1.21467 2.43701 2.00693 3.51152 3.40509 1.87088 1.37041 1.61381 1.54858 1.01964 1.31691 0.952093 1.41249
threshold=-0.083404999999999993 0.077600000000000016 0.10947000000000003 -0.011155 0.083955000000000016 -0.08231999999999999 0.077685000000000018 0.076195000000000027 0.10009000000000003 -0.14734 0.28919000000000006 0.088770000000000029 0.10166000000000001 0.10430500000000002 -0.078289999999999985 -0.074304999999999996 -0.0027699999999999995 -0.014739999999999998 0.085815000000000016 -0.10894 -0.020485
decision_type=2 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 17 -5 -2 8 -8 9 -7 12 -12 -11 -10 16 -16 -15 -1 -19 -6 -21
right_child=5 -3 -4 4 19 6 7 -9 13 10 11 -13 -14 14 15 -17 -18 18 -20 20 -22
leaf_value=-0.015155244265915208 -0.013453915144642782 0.029402372083508838 -0.015254514220547567 0.022072204872335046 0.015992822814401616 0.018054802388530741 -0.023180226075443254 0.0054192773494855647 -0.018108616033855069 0.00014697536415328344 -0.030777457357718203 -0.001663362235986138 0.013337897305245429 -0.0011887584430087636 0.014999221009120586 -0.0020372741222277799 -0.024915616273383599 0.010494232209219847 -0.0094756691233237617 -0.014275174992342765 0.007083305846269124
leaf_weight=56 68 49 66 73 50 81 60 46 81 1969 53 182 215 65 70 258 47 68 63 46 92
leaf_count=56 68 49 66 73 50 81 60 46 81 1969 53 182 215 65 70 258 47 68 63 46 92
internal_value=0 0.00374384 0.0012962 0.00373631 0.00922122 -0.000489284 -0.000207092 -0.0107614 0.000162964 0.00107422 0.000505286 -0.00823301 0.00144591 -0.00420808 -0.00164726 0.00159607 -0.0111529 -0.00391472 0.000884138 0.00422685 -3.02582e-05
internal_weight=0 563 514 448 261 3195 3127 106 3021 2500 2419 235 2184 521 440 328 112 187 131 188 138
internal_count=3758 563 514 448 261 3195 3127 106 3021 2500 2419 235 2184 521 440 328 112 187 131 188 138
is_linear=0
shrinkage=0.0995203


Tree=567
num_leaves=14
num_cat=0
split_feature=22 20 22 5 20 3 9 3 6 29 4 9 3
split_gain=0.849663 1.75118 1.60278 1.45035 1.64407 1.02577 0.940182 1.72017 2.78989 1.27984 1.62019 1.24041 1.19637
threshold=0.08463500000000003 0.14849500000000004 0.078135000000000024 0.024640000000000006 -0.0088249999999999978 0.092900000000000024 -0.25326499999999996 0.14721500000000004 -0.034094999999999993 0.0035350000000000004 0.12577000000000002 0.11891000000000003 0.12732500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 -2 -6 -1 9 -9 10 11 -8 -12
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11 12 -13 -14
leaf_value=-0.011205993005748732 -0.0070216934819395211 -0.010855194366523263 -0.017313850751362169 0.022835522570702167 0.0036192777745774258 0.023231038022260425 -7.6663470224952926e-06 0.027141384141483538 -0.002607966860349073 -0.012140366945875006 0.0020561472143528926 -0.01249229597005206 0.022491255959602142
leaf_weight=73 72 54 54 57 59 48 2934 60 65 87 60 81 54
leaf_count=73 72 54 54 57 59 48 2934 60 65 87 60 81 54
internal_value=0 0.00530521 -0.00030229 0.0090064 0.00459813 0.0124247 -3.29744e-05 0.000210908 0.0116652 -0.000234044 9.67432e-05 -0.000343346 0.0117431
internal_weight=0 290 3468 236 179 107 3414 3341 125 3216 3129 3015 114
internal_count=3758 290 3468 236 179 107 3414 3341 125 3216 3129 3015 114
is_linear=0
shrinkage=0.0995203


Tree=568
num_leaves=17
num_cat=0
split_feature=12 7 4 4 17 21 4 17 9 9 8 26 2 26 8 0
split_gain=1.27951 1.13325 1.84985 3.54845 3.6982 2.53577 2.2239 2.45841 1.1697 2.90095 1.89568 2.41514 2.44973 1.41417 2.50048 1.16665
threshold=-0.089259999999999992 0.093110000000000012 1.0000000180025095e-35 0.08544000000000003 -0.067015000000000005 -0.078089999999999993 0.088435000000000027 0.0047200000000000011 0.10706000000000003 0.10153500000000003 -0.062834999999999988 0.15583500000000003 -0.065379999999999994 -0.019129999999999998 0.053925000000000008 -0.038659999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 -5 -7 -8 9 13 -10 12 -12 14 -2 -15
right_child=1 -3 3 5 -6 6 7 -9 10 -11 11 -13 -14 15 -16 -17
leaf_value=0.015486675248625717 0.014102257771132637 0.011241467942006426 -0.034868826679665801 -0.021032973118856841 -0.0036893728608444702 0.018206035686636663 0.0006723704410181604 -0.013362447691235587 0.020269993957146105 -0.018007403211219641 0.0067732607598640984 0.016325403148112184 -0.022660694871965311 -0.00017708579954260538 -0.0082602919750346792 -0.016044171117995814
leaf_weight=48 169 75 73 66 78 57 610 155 73 89 57 66 55 1959 70 47
leaf_count=48 169 75 73 66 78 57 610 155 73 89 57 66 55 1959 70 47
internal_value=0 -0.000866189 -0.00111699 -0.0046636 -0.0187683 -0.00226424 -0.000756267 -0.00217022 0.000308202 -0.0003857 0.00676392 0.0012203 -0.00767361 0.000312525 0.00754913 -0.000549255
internal_weight=0 3699 3624 1039 151 888 822 765 2585 2334 251 178 112 2245 239 2006
internal_count=3747 3699 3624 1039 151 888 822 765 2585 2334 251 178 112 2245 239 2006
is_linear=0
shrinkage=0.0995203


Tree=569
num_leaves=17
num_cat=0
split_feature=1 27 1 4 17 18 4 1 27 29 2 27 26 5 5 4
split_gain=1.28062 2.60824 2.41453 2.49457 2.22415 1.75271 1.51782 1.33985 1.29614 1.43506 3.7707 1.33166 3.88029 1.65128 1.12165 1.06737
threshold=-0.15796999999999997 0.076195000000000027 -0.47779999999999995 0.082335000000000019 -0.049834999999999997 -0.13579499999999997 0.15535000000000004 -0.14482999999999999 -0.032854999999999995 -0.025204999999999998 -0.00070500000000000001 0.083650000000000016 0.094455000000000025 -0.5087799999999999 -0.338115 0.10333000000000002
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 7 -2 -9 10 14 13 -13 -11 -10 -7
right_child=6 -3 4 5 -6 15 -8 8 9 11 -12 12 -14 -15 -16 -17
leaf_value=0.02431305756758631 0.014157548973594338 -0.025257733373438427 -0.02935187027088729 -0.017685005757223378 -0.0019959234820193113 0.014847497070111895 0.017608579477265407 0.012094652672524766 0.008335395720776434 -0.011037472606984233 -0.028033060424301218 0.032383212544755742 -0.006776693199644193 -2.2611119398777162e-05 -0.0071211609488492965 -0.0040503812160665826
leaf_weight=46 63 59 52 49 68 55 48 79 79 142 68 46 55 2661 113 64
leaf_count=46 63 59 52 49 68 55 48 79 79 142 68 46 55 2661 113 64
internal_value=0 -0.00596601 -0.00255574 0.0037776 -0.013857 -0.00184034 3.83945e-05 -0.000216461 -0.000495949 -0.000810575 -0.00789402 -0.000176101 0.0110504 -0.000580916 -0.000757168 0.00467706
internal_weight=0 393 334 214 120 168 3354 3306 3243 3164 260 2904 101 2803 192 119
internal_count=3747 393 334 214 120 168 3354 3306 3243 3164 260 2904 101 2803 192 119
is_linear=0
shrinkage=0.0995203


Tree=570
num_leaves=22
num_cat=0
split_feature=7 1 27 1 17 38 10 17 9 20 8 0 9 17 5 17 9 21 0 17 0
split_gain=1.22285 0.939688 2.11479 1.95797 1.91387 1.27368 1.10004 1.07098 3.57704 4.98571 7.35976 2.31328 2.00969 1.47827 4.08133 2.06987 2.92137 2.11165 1.92376 0.791187 1.0043
threshold=-0.14493999999999999 -0.15796999999999997 0.076195000000000027 -0.47779999999999995 0.033280000000000011 -0.07965499999999999 0.085585000000000022 0.016900000000000005 0.083795000000000022 -1.0000000180025095e-35 -0.085605000000000001 -0.063914999999999986 0.093235000000000026 -0.0096999999999999986 -0.0058299999999999992 -0.062765000000000001 0.09007500000000003 -0.083784999999999984 -0.233955 -0.239145 0.061855000000000014
decision_type=2 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 -3 19 13 9 -9 -11 12 -10 15 18 17 -17 -7 -15 -2 -21
right_child=1 5 -4 4 -6 7 -8 8 11 10 -12 -13 -14 14 -16 16 -18 -19 -20 20 -22
leaf_value=0.012893585983950103 0.018972005186246605 0.015381123823607585 -0.022744078600231348 -0.022564754965687599 0.0031696588676284909 0.020167418244308954 -0.0073951530921102966 0.0051607792431600553 -0.0034647615825208508 -0.0062519138990846405 -0.059055822954309917 -0.021656931057339138 0.0075921758737584957 -0.016536760285039205 0.029741275185628295 -0.013965208365035137 0.0038917560166025016 2.8354835664156443e-06 0.0034703591475653025 -0.006846339882305986 0.012810921989396165
leaf_weight=66 46 51 59 73 47 54 65 66 387 59 47 47 281 51 57 248 143 1085 712 50 53
leaf_count=66 46 51 59 73 47 54 65 66 387 59 47 47 281 51 57 248 143 1085 712 50 53
internal_value=0 -0.000773313 -0.00537269 -0.00230163 -0.0124786 -0.000223321 0.00340127 -0.000469428 -0.00341605 -0.0163016 -0.0296727 -0.000315158 0.00118521 0.000642416 0.00405216 -0.00118449 -0.00743231 0.000959558 0.00213198 0.00811661 0.00326062
internal_weight=0 3681 393 334 120 3288 214 3237 887 172 106 715 668 2350 820 1530 391 1139 763 149 103
internal_count=3747 3681 393 334 120 3288 214 3237 887 172 106 715 668 2350 820 1530 391 1139 763 149 103
is_linear=0
shrinkage=0.0995203


Tree=571
num_leaves=17
num_cat=0
split_feature=7 1 27 3 5 17 18 1 2 3 6 2 6 26 3 6
split_gain=1.02001 0.773218 1.71477 1.78456 1.88971 3.11148 1.96056 1.10592 1.47718 1.54205 2.81846 2.22928 9.81071 2.00448 1.94035 1.8571
threshold=-0.24176 -0.15796999999999997 0.076195000000000027 0.11604000000000002 0.089620000000000019 -0.11491499999999999 -0.13579499999999997 -0.14482999999999999 0.42136500000000005 0.11604000000000002 -0.040424999999999996 0.10003000000000002 -0.043894999999999997 0.10219500000000002 0.10556500000000002 0.038300000000000008
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 -3 9 11 13 14 -13 -11 -9 -12
right_child=1 7 -4 -5 5 -7 -8 8 -10 10 15 12 -14 -15 -16 -17
leaf_value=0.014088658218156415 -0.015208710049249782 0.012890669662708992 -0.020480584437413855 -0.016461059463937409 -0.018400623663798913 0.024143995045178872 0.0058967126818449296 0.00040236338128329398 -0.017751260296898747 0.0033987714585884932 0.032443123490225767 0.01075014371909414 -0.046852628081279477 -0.017295554566207086 -0.0088894141743770926 0.008528779328211309
leaf_weight=47 53 63 59 68 49 64 100 2338 48 295 49 67 52 55 246 94
leaf_count=47 53 63 59 68 49 64 100 2338 48 295 49 67 52 55 246 94
internal_value=0 -0.000664592 -0.004838 -0.00207233 0.00160292 0.00578994 -0.0020882 -0.000168382 -0.000422248 -0.000161731 0.00495663 -0.00109557 -0.0144139 0.000144465 -0.000481909 0.0167289
internal_weight=0 3700 393 334 266 213 149 3307 3244 3196 493 2703 119 350 2584 143
internal_count=3747 3700 393 334 266 213 149 3307 3244 3196 493 2703 119 350 2584 143
is_linear=0
shrinkage=0.0995203


Tree=572
num_leaves=13
num_cat=0
split_feature=0 0 0 20 1 29 9 5 1 11 27 3
split_gain=0.782759 1.61362 1.20445 4.08341 3.0744 1.60073 1.14359 2.01077 3.81645 1.48036 1.65829 1.21795
threshold=-0.26289499999999993 -0.23177499999999998 -0.15629499999999999 -0.072005 0.17018000000000003 0.10207000000000002 -0.02614 0.16703000000000004 -0.139265 -0.079369999999999996 0.092175000000000021 -0.0043349999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 8 -4 10 -8 -11
right_child=1 2 5 4 -6 -7 9 -9 -10 11 -12 -13
leaf_value=0.013113580309660181 -0.01761731334465471 0.03005820536912061 0.030332269015545348 -0.014545789596244281 0.014845658436146951 -0.015106204832449698 -0.025715927808577881 -0.011554815880941746 0.0030929439965707108 0.015917697992715196 0.00056648188858769027 -6.6690524364969739e-05
leaf_weight=48 49 59 65 77 65 67 47 56 236 48 48 2874
leaf_count=48 49 59 65 77 65 67 47 56 236 48 48 2874
internal_value=0 0.00032175 0.00056333 0.00805163 -0.00108619 0.000125676 0.00042839 0.0057548 0.00897791 -0.00020161 -0.0124278 0.000195607
internal_weight=0 3691 3642 201 142 3441 3374 357 301 3017 95 2922
internal_count=3739 3691 3642 201 142 3441 3374 357 301 3017 95 2922
is_linear=0
shrinkage=0.0995203


Tree=573
num_leaves=9
num_cat=0
split_feature=29 11 11 11 9 27 27 4
split_gain=0.647909 0.738649 1.0875 2.09336 1.18448 0.854679 1.80124 1.32539
threshold=0.12669500000000003 -0.40069499999999997 -0.15948499999999999 -0.088219999999999993 -0.25326499999999996 0.087140000000000009 0.08427500000000003 0.10141500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -7
right_child=-2 2 3 4 5 7 -8 -9
leaf_value=-0.011937491005948368 -0.010592633575929598 0.014904273823455152 -0.020550160753884526 0.015583643024483465 0.00048440675779090419 0.01793400434932001 -0.018936645276294128 0.001114636311692313
leaf_weight=46 52 53 46 53 3233 70 48 138
leaf_count=46 52 53 46 53 3233 70 48 138
internal_value=0 0.000593592 0.000752134 0.000542857 0.000817024 0.000592475 0.000200033 0.00677894
internal_weight=0 3687 3641 3588 3542 3489 3281 208
internal_count=3739 3687 3641 3588 3542 3489 3281 208
is_linear=0
shrinkage=0.0995203


Tree=574
num_leaves=11
num_cat=0
split_feature=18 21 20 21 26 0 12 20 6 6
split_gain=0.903082 0.830414 1.11016 3.46083 2.40339 2.09052 1.6615 1.6465 1.63681 1.07642
threshold=0.24916000000000005 0.14093000000000003 -0.14091999999999996 -0.092419999999999988 0.083885000000000029 -0.23998999999999998 0.081895000000000023 -0.097769999999999996 0.082725000000000021 -0.041195000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 7 -7 -9 -3
right_child=-2 9 5 4 -6 6 -8 8 -10 -11
leaf_value=0.01228744117320657 -0.009807556958132289 -0.0015554745654516729 0.02002893929892954 -0.027257952572430244 -7.7314128927491945e-05 0.015432259916874266 0.014631209070115104 -0.0020582600172640696 0.0025870061330155849 0.017847029189106797
leaf_weight=63 84 52 55 78 55 68 80 1899 1243 62
leaf_count=63 84 52 55 78 55 68 80 1899 1243 62
internal_value=0 0.000628915 0.000359517 -0.00691972 -0.016024 0.000786288 0.000464354 0.00011103 -0.000220296 0.00898959
internal_weight=0 3655 3541 196 133 3345 3290 3210 3142 114
internal_count=3739 3655 3541 196 133 3345 3290 3210 3142 114
is_linear=0
shrinkage=0.0995203


Tree=575
num_leaves=12
num_cat=0
split_feature=18 1 35 21 4 20 6 20 20 29 26
split_gain=0.732286 0.741073 0.88385 0.889953 2.35456 1.14895 5.26416 1.80601 1.15955 1.782 0.844916
threshold=0.24916000000000005 -0.53140500000000002 0.004000000000000001 0.13589500000000002 0.11644500000000003 0.0074100000000000017 -0.11191 0.14121000000000003 -0.14946999999999996 0.095535000000000023 0.08425500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 8 7 -7 10 -10 -3
right_child=-2 2 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=0.011181692433491675 -0.0088315066889124681 -0.015791099086806322 -0.013328718770294444 -0.0025213174427011838 0.023475454032275002 -0.0035552525385285313 -0.028720553926500702 0.018674297905922475 0.0014428604472688697 -0.016797673773590115 0.0012879427376307425
leaf_weight=64 84 71 46 83 59 119 73 52 2986 54 48
leaf_count=64 84 71 46 83 59 119 73 52 2986 54 48
internal_value=0 0.000566347 0.000376929 0.000555005 0.0082744 0.00023265 -0.00634677 0.00319983 0.000741102 0.00111858 -0.0088952
internal_weight=0 3655 3591 3545 142 3403 244 171 3159 3040 119
internal_count=3739 3655 3591 3545 142 3403 244 171 3159 3040 119
is_linear=0
shrinkage=0.0995203


Tree=576
num_leaves=9
num_cat=0
split_feature=11 2 10 29 12 29 10 3
split_gain=0.618355 1.50611 1.12595 0.89131 0.996935 1.14516 1.19794 1.23164
threshold=-0.100185 -0.013174999999999999 0.09056500000000002 0.098035000000000025 0.081895000000000023 0.0035350000000000004 0.085090000000000013 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -2
right_child=2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.0036542043864039161 -0.011633981255262897 -0.018749079638136719 0.012720140361603464 0.010293648583515719 0.013407918547808092 -0.014340994970568691 -0.012672089149793134 0.0003675981998477401
leaf_weight=62 87 57 70 81 52 58 75 3188
leaf_count=62 87 57 70 81 52 58 75 3188
internal_value=0 -0.0070699 0.00022126 -2.55923e-05 -0.000267407 -0.000476308 -0.000236018 4.85275e-05
internal_weight=0 119 3611 3541 3460 3408 3350 3275
internal_count=3730 119 3611 3541 3460 3408 3350 3275
is_linear=0
shrinkage=0.0995203


Tree=577
num_leaves=13
num_cat=0
split_feature=12 10 6 4 8 6 4 9 19 1 10 20
split_gain=0.721383 1.12248 0.989656 2.88893 1.51465 2.51876 2.43751 1.17729 2.59886 1.7684 1.47884 1.38999
threshold=0.094205000000000025 0.088385000000000019 -0.25061999999999995 0.13686500000000004 -0.077074999999999991 -0.48214499999999999 0.13146500000000003 0.10814500000000002 -0.071824999999999986 -0.068094999999999989 0.08235000000000002 -0.066619999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 -1 -6 8 -4 -9 -10 -11
right_child=-2 -3 3 -5 6 -7 -8 9 10 11 -12 -13
leaf_value=0.0014991299548008233 -0.010655508295126008 0.011146850637894242 0.019076176931311445 0.02195598636813411 0.016979607170457385 -0.028568234265396168 -0.013201441229661355 0.023920880477179864 -0.00070296475871365921 0.015373896685297532 -0.015657662849617254 -0.0029647204389531044
leaf_weight=51 62 90 65 60 53 60 53 47 2925 58 67 139
leaf_count=51 62 90 65 60 53 60 53 47 2925 58 67 139
internal_value=0 0.000169735 -0.000106151 0.000314177 -0.00662017 -0.0147461 0.00188136 -7.89434e-05 -0.000610168 0.00657325 -0.00103812 0.00243031
internal_weight=0 3668 3578 3361 217 111 106 3301 3057 244 2992 197
internal_count=3730 3668 3578 3361 217 111 106 3301 3057 244 2992 197
is_linear=0
shrinkage=0.0995203


Tree=578
num_leaves=9
num_cat=0
split_feature=21 27 6 6 21 20 8 3
split_gain=0.706606 0.929616 0.898474 1.81839 1.3477 1.38108 1.42321 0.834373
threshold=0.15665000000000004 -0.092404999999999987 0.18123500000000006 0.12080000000000003 -0.096850000000000006 -0.15398499999999998 0.11023500000000003 0.10648500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -5
right_child=-2 2 -4 7 5 6 -8 -9
leaf_value=0.01393892355946038 -0.0099137628276737399 -0.01641634903090276 -0.012398315864972385 0.023150489066450355 0.016296005518689656 0.00017963932901729528 -0.011134184722415407 0.005246740909223324
leaf_weight=48 70 50 57 46 51 3235 114 59
leaf_count=48 70 50 57 46 51 3235 114 59
internal_value=0 0.000180268 -2.34532e-06 0.000196179 -0.000196251 4.2039e-05 -0.000205239 0.0130981
internal_weight=0 3660 3612 3555 3450 3400 3349 105
internal_count=3730 3660 3612 3555 3450 3400 3349 105
is_linear=0
shrinkage=0.0995203


Tree=579
num_leaves=12
num_cat=0
split_feature=21 27 4 4 5 1 3 5 3 4 5
split_gain=0.572964 0.753789 0.78031 2.25811 2.74291 1.96749 2.38357 1.5947 1.33879 1.34066 1.28426
threshold=0.15665000000000004 -0.092404999999999987 0.12719000000000005 0.13528000000000004 -0.25464999999999999 0.41291000000000005 0.11275500000000002 -0.52356999999999998 0.14530500000000005 0.10787500000000001 -0.49053999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 10 7 -7 -3 9 -9 -5
right_child=-2 2 3 4 -6 6 -8 8 -10 -11 -12
leaf_value=0.012551719218039758 -0.0089271430605337484 -0.013692381385203446 -0.019686475197743025 0.0060343091368177592 0.020331880233664917 0.030630653239220082 0.0023760391228834624 -0.00043195843592667001 0.016119213456081395 0.009604082997782766 -0.014186219862172196
leaf_weight=48 70 83 76 49 51 46 83 2949 52 138 85
leaf_count=48 70 83 76 49 51 46 83 2949 52 138 85
internal_value=0 0.000162349 -2.06682e-06 -0.00524358 0.000685291 0.000405936 0.0124577 -7.63288e-05 0.00028344 1.64237e-05 -0.00678604
internal_weight=0 3660 3612 261 185 3351 129 3222 3139 3087 134
internal_count=3730 3660 3612 261 185 3351 129 3222 3139 3087 134
is_linear=0
shrinkage=0.0995203


Tree=580
num_leaves=13
num_cat=0
split_feature=6 11 4 4 9 9 5 5 1 5 20 18
split_gain=1.06643 1.55401 1.8052 1.67805 1.25199 1.66556 1.1976 2.87313 2.40693 1.82842 2.69454 0.879381
threshold=-0.50196499999999988 -0.075149999999999981 0.11181500000000001 0.13279000000000005 0.14318500000000003 0.12188500000000002 -0.097345000000000001 -0.094469999999999985 0.078505000000000019 -0.13803499999999999 -0.06916499999999999 0.0036600000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 9 -8 -9 10 -3 -11
right_child=1 4 3 -5 -6 -7 7 8 -10 11 -12 -13
leaf_value=0.011426454493463122 -0.022179164198596262 -0.0073102706751374926 0.01300444890007839 -0.012168443384612119 -0.014232351854812425 0.018017915095756721 -0.022242573418401912 -0.00063167800901836623 0.021632498973078004 0.006480466980725237 0.0067560955970511092 0.025399808180978582
leaf_weight=80 67 207 46 61 58 53 60 2593 49 46 387 52
leaf_count=80 67 207 46 61 58 53 60 2593 49 46 387 52
internal_value=0 -0.000188097 -0.00936825 -0.0013388 0.000267403 0.000511616 0.000238 -0.00070781 -0.000218444 0.00393222 0.0018528 0.0165277
internal_weight=0 3679 174 107 3505 3447 3394 2702 2642 692 594 98
internal_count=3759 3679 174 107 3505 3447 3394 2702 2642 692 594 98
is_linear=0
shrinkage=0.0995203


Tree=581
num_leaves=21
num_cat=0
split_feature=0 5 20 3 21 1 1 20 0 0 4 11 26 27 0 9 1 26 21 9
split_gain=1.05633 2.5755 4.5214 3.22827 5.10408 5.09099 2.99048 2.75349 2.27716 0.930242 7.51523 2.60768 5.32784 2.11857 2.49535 5.01921 1.97854 1.45091 0.677979 0.366102
threshold=-0.142265 -0.072054999999999994 0.0047950000000000015 0.090050000000000033 0.10168500000000003 0.27278500000000011 0.41897000000000012 -0.034144999999999995 -0.13752999999999999 -0.105055 0.097375000000000017 -0.075149999999999981 -0.019129999999999998 -0.038765000000000001 0.048750000000000009 0.095055000000000014 -0.50597999999999999 0.08401500000000002 0.087625000000000022 -0.081559999999999994
decision_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 5 -5 -7 -3 -2 10 17 12 18 -13 16 -16 -15 -10 19 -11
right_child=8 2 -4 4 -6 6 -8 -9 9 11 -12 13 -14 14 15 -17 -18 -19 -20 -21
leaf_value=-0.017413032888602457 -0.019456048737055004 0.011403899160738338 -0.0094730708624898279 0.043775255148775623 -0.01626514175652731 -0.014007276152434196 0.021499084266693318 0.043560731903145807 -0.016048904297348201 0.0088902209023774912 0.038392119452592514 -0.018389026113396205 -0.041434670639978945 -0.018850774716374079 0.025017668611358505 -0.005302595455988459 6.064745867591093e-05 0.0043556277496929257 -0.012080822851139253 -0.0036583005274786226
leaf_weight=84 62 56 51 46 70 48 46 50 68 46 53 60 46 56 115 102 2537 70 47 46
leaf_count=84 62 56 51 46 70 48 46 50 68 46 53 60 46 56 115 102 2537 70 47 46
internal_value=0 0.00457146 0.0148632 -0.000921712 0.00567092 0.0166448 0.00335947 0.02658 -0.00056277 -0.000201648 0.00653587 -0.000623149 -0.0120754 0.000114776 0.000510166 0.010762 -0.00034746 -0.00569285 -0.00235346 0.00260706
internal_weight=0 451 157 294 210 140 94 106 3308 3246 191 3055 185 2870 2810 217 2593 138 139 92
internal_count=3759 451 157 294 210 140 94 106 3308 3246 191 3055 185 2870 2810 217 2593 138 139 92
is_linear=0
shrinkage=0.0995203


Tree=582
num_leaves=20
num_cat=0
split_feature=0 18 18 17 3 20 0 0 18 3 9 3 9 26 11 11 1 9 26
split_gain=0.856494 2.31743 4.21887 2.75796 5.47945 4.57427 3.82183 1.84646 1.00276 2.7036 3.64654 2.60666 1.76905 1.81752 1.56037 1.97858 1.78773 1.41629 2.10572
threshold=-0.142265 0.10554500000000001 0.086800000000000016 0.011640000000000003 0.11252000000000002 -0.084474999999999995 -0.17809 -0.13752999999999999 0.11504500000000002 0.094045000000000031 0.089105000000000018 0.10174000000000002 0.087825000000000028 0.10144500000000002 -0.15948499999999999 -0.075149999999999981 -0.011714999999999998 0.12188500000000002 0.11861500000000001
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 -2 14 10 -10 -11 -13 -14 -9 16 -16 18 -17
right_child=7 -3 -4 -5 -6 6 -8 8 9 11 -12 12 13 -15 15 17 -18 -19 -20
leaf_value=-0.0050403797535762051 -0.017519777838029743 0.02503305643661104 -0.02537663718361486 -0.0095350126204045357 -0.0096348851930437018 0.050501248763122154 0.015636220202462955 0.014394586729717686 -0.00076923260247233093 0.014566932879361378 -0.03882469938367003 -0.023074578722449089 0.013285315119463209 -0.012553037638937848 0.001279150132866398 0.00098063194941600245 -0.024624631077292493 0.016667450550456295 -0.010282649133178558
leaf_weight=49 62 47 50 90 88 55 72 77 52 84 48 48 52 56 47 2493 60 53 176
leaf_count=49 62 47 50 90 88 55 72 77 52 84 48 48 52 56 47 2493 60 53 176
internal_value=0 0.00411633 0.00168092 0.00550492 0.0106353 0.020775 0.0307417 -0.000506813 -0.000181605 -0.00529558 -0.0190441 0.000429541 -0.00717766 -0.000104769 0.000416445 3.56965e-05 -0.0132387 0.000557805 0.000237598
internal_weight=0 451 404 354 264 176 127 3308 3246 340 100 240 156 108 2906 2829 107 2722 2669
internal_count=3759 451 404 354 264 176 127 3308 3246 340 100 240 156 108 2906 2829 107 2722 2669
is_linear=0
shrinkage=0.0995203


Tree=583
num_leaves=9
num_cat=0
split_feature=6 38 21 20 20 18 5 4
split_gain=0.807628 1.11856 0.845689 1.07718 1.02089 1.7051 2.87061 1.83499
threshold=-0.50196499999999988 -0.08335999999999999 -0.13730999999999999 -0.25378999999999996 -0.15398499999999998 0.15891500000000006 -0.026719999999999997 0.14831500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 -6
right_child=1 2 3 4 5 6 -8 -9
leaf_value=0.0099353952631378011 -0.015108010098508692 0.013151694119490961 -0.013718066479213023 0.011482480358903834 -4.1648928815990461e-05 0.0023078291006379272 -0.029109452649365108 0.019973644446368104
leaf_weight=80 49 48 57 76 3287 63 53 46
leaf_count=80 49 48 57 76 3287 63 53 46
internal_value=0 -0.000172051 2.93389e-05 -0.000146277 7.295e-05 -0.000178226 -0.0120396 0.000234344
internal_weight=0 3679 3630 3582 3525 3449 116 3333
internal_count=3759 3679 3630 3582 3525 3449 116 3333
is_linear=0
shrinkage=0.0995203


Tree=584
num_leaves=22
num_cat=0
split_feature=1 1 5 27 3 4 3 3 2 18 0 8 6 8 8 5 3 1 2 1 18
split_gain=0.570398 2.05369 1.81295 2.67495 2.11877 2.04099 1.61888 1.9424 0.955202 4.4378 2.86181 5.92352 3.428 2.84922 1.71115 1.21638 1.39129 2.01723 2.51136 1.61129 0.972049
threshold=-0.15796999999999997 -0.14482999999999999 -0.020485 0.076195000000000027 0.093715000000000021 0.087010000000000018 0.10377500000000002 0.10850000000000003 -0.0023849999999999995 -0.065634999999999985 -0.18357499999999999 -0.10833 -0.075739999999999988 -0.41646 -0.0041249999999999993 -0.53313499999999991 0.14426500000000003 0.058455000000000014 -0.017704999999999995 -0.0064949999999999999 0.077940000000000023
decision_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 -4 -6 -8 15 -10 12 13 20 -12 -13 -3 17 19 -19 -17 -11
right_child=1 8 3 -5 6 -7 7 -9 9 10 11 14 -14 -15 -16 16 -18 18 -20 -21 -22
leaf_value=0.015074792433091594 0.01863172220378247 0.014269768384884758 0.021659003225450859 -0.028022463526008411 -0.024666700786497162 -0.006510222427964913 0.010941596322401402 -0.012483938557627697 -0.025780023407190857 0.0095299941905223496 -0.0057151986824617073 -0.037153873644521544 0.029257079709627685 0.021336771421058203 -0.011587741072117633 6.0435336894119982e-05 0.014054130842589383 -0.0092054587074028287 0.015523736609244046 0.0067886243430203734 -0.010308347477976827
leaf_weight=46 61 66 57 47 47 46 57 91 77 47 89 53 61 68 51 1808 74 350 46 438 51
leaf_count=46 61 66 57 47 47 46 57 91 77 47 89 53 61 68 51 1808 74 350 46 438 51
internal_value=0 0.000538554 -0.00347884 -0.00595503 -0.00247185 0.00907063 -0.00857284 -0.00345641 0.000201713 -0.0038167 0.000207967 -0.00620192 0.010735 0.00599637 -0.0246245 0.00091989 0.00059518 0.000217897 -0.00633081 0.00137289 -0.000785687
internal_weight=0 3340 391 345 298 103 195 148 3279 497 420 261 159 157 104 2782 2716 2642 396 2246 98
internal_count=3731 3340 391 345 298 103 195 148 3279 497 420 261 159 157 104 2782 2716 2642 396 2246 98
is_linear=0
shrinkage=0.0995203


Tree=585
num_leaves=13
num_cat=0
split_feature=2 2 2 6 1 9 6 7 7 2 9 9
split_gain=0.58925 2.20436 1.70219 4.91402 8.07139 1.54165 1.78948 1.25579 0.884414 0.910934 0.901363 0.83413
threshold=0.25779000000000007 0.12875500000000004 0.094050000000000022 -0.03764 -0.15353499999999998 -0.040564999999999997 -0.25061999999999995 0.093110000000000012 0.057265000000000017 -0.15197999999999998 0.15321500000000005 0.12912500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -5 6 -2 8 10 -10 11 -1
right_child=5 -3 3 4 -6 -7 -8 -9 9 -11 -12 -13
leaf_value=0.00057270730989083521 -0.012286132231744431 0.0156897662374175 0.0090293406064978869 -0.00018693993809335024 -0.053500611746563502 -0.015728032549001441 0.012736011080662473 0.014244665679269373 0.00054120370241590601 -0.019247727767156528 -0.011952386540038495 0.01340980579505292
leaf_weight=2976 49 91 87 68 48 81 67 65 46 46 56 51
leaf_count=2976 49 91 87 68 48 81 67 65 46 46 56 51
internal_value=0 0.000401173 -2.67414e-06 -0.0088433 -0.0222548 -0.00519126 0.00215925 0.000550977 0.000270376 -0.00934437 0.000557555 0.000789262
internal_weight=0 3534 3443 203 116 197 116 3240 3175 92 3083 3027
internal_count=3731 3534 3443 203 116 197 116 3240 3175 92 3083 3027
is_linear=0
shrinkage=0.0995203


Tree=586
num_leaves=10
num_cat=0
split_feature=19 0 2 0 0 0 0 12 2
split_gain=0.618134 0.725954 2.23831 2.07907 1.60383 1.47588 1.56177 1.07166 1.06512
threshold=-0.12661499999999998 0.099665000000000017 -0.049174999999999996 0.053120000000000007 0.024745000000000007 -0.014889999999999999 -0.036664999999999996 -0.0088449999999999987 -0.24151999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 8 4 5 6 7 -2 -3
right_child=1 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.0099493681394841153 0.013460852760390284 -0.0060638507583890807 -0.021800515183676452 0.021284170109233985 -0.013940610873594174 0.013342933042209177 -0.015661785311330931 3.3437031253225572e-05 0.01151837655709464
leaf_weight=62 60 85 61 46 80 84 62 3134 57
leaf_count=62 60 85 61 46 80 84 62 3134 57
internal_value=0 -7.11454e-05 -0.00585572 0.000267415 -1.50273e-05 0.000318275 -1.7491e-05 0.000285931 0.00098804
internal_weight=0 3669 203 3466 3420 3340 3256 3194 142
internal_count=3731 3669 203 3466 3420 3340 3256 3194 142
is_linear=0
shrinkage=0.0995203


Tree=587
num_leaves=10
num_cat=0
split_feature=2 2 3 0 2 0 2 9 4
split_gain=0.483147 1.83729 1.48556 2.66965 1.35311 1.23933 1.33098 0.710444 1.27493
threshold=0.25779000000000007 0.12875500000000004 0.11387500000000002 -0.105055 0.11241000000000002 -0.23099 0.096520000000000022 0.15321500000000005 0.13584500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 -1 7 8 -7
right_child=2 -3 3 -5 -6 6 -8 -9 -10
leaf_value=-0.01526211460103173 0.010099543618004095 0.014311053533220356 0.0031997170703111934 -0.023630887555576258 -0.012807273501136649 0.00013202334145268388 0.013455172679705155 -0.010796149590434614 0.014544793355290415
leaf_weight=50 50 91 76 71 80 3117 77 57 62
leaf_count=50 50 91 76 71 80 3117 77 57 62
internal_value=0 0.000353305 -0.00471066 -0.00975372 -1.53668e-05 0.000288688 0.000523628 0.000215672 0.000413373
internal_weight=0 3534 197 147 3443 3363 3313 3236 3179
internal_count=3731 3534 197 147 3443 3363 3313 3236 3179
is_linear=0
shrinkage=0.0995203


Tree=588
num_leaves=15
num_cat=0
split_feature=3 9 2 6 19 0 0 4 12 0 26 0 8 27
split_gain=1.15699 0.681043 0.869042 1.75423 2.12248 2.57393 3.62745 2.35317 1.22052 1.25796 4.04312 2.17659 1.90172 1.86443
threshold=0.31589000000000006 -0.26414499999999996 1.0000000180025095e-35 0.086655000000000024 0.10458500000000003 -0.073219999999999993 -0.14028499999999997 0.085720000000000018 0.081895000000000023 0.042275000000000014 1.0000000180025095e-35 -0.01213 0.095985000000000015 -0.01137
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 6 -4 -7 9 11 12 13 -11 -3
right_child=-2 2 3 -5 -6 7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.010352763444953226 -0.014531019332582516 0.018328154652923517 -0.0017299449403628971 0.01187844654497195 -0.024573262519384888 -0.0080670400171567389 -0.025626672050199206 0.018533485537054653 0.01367470356884619 0.013578100483253744 -0.029041147257207477 0.021102156224757494 -0.0098711474517130925 -1.6795925146558893e-05
leaf_weight=62 55 56 221 63 53 55 88 82 68 69 60 51 68 2715
leaf_count=62 55 56 221 63 53 55 88 82 68 69 60 51 68 2715
internal_value=0 9.60754e-06 -0.000165908 -0.0037656 -0.00574234 -0.00350275 -0.00853814 0.00784847 0.000489164 0.000191901 -0.00749654 0.000728911 0.00193308 0.000353648
internal_weight=0 3711 3649 562 499 446 309 137 3087 3019 197 2822 137 2771
internal_count=3766 3711 3649 562 499 446 309 137 3087 3019 197 2822 137 2771
is_linear=0
shrinkage=0.0995203


Tree=589
num_leaves=20
num_cat=0
split_feature=3 0 1 5 5 5 26 3 29 4 21 3 18 20 20 9 20 6 6
split_gain=0.938161 0.57605 2.20044 2.22405 1.75776 2.32422 1.95065 2.30704 1.84983 2.70642 1.66643 1.55311 1.57766 3.22779 3.0733 2.53054 1.74239 1.41642 1.16127
threshold=0.31589000000000006 -0.08892499999999999 -0.081594999999999987 -0.071539999999999992 -0.088604999999999989 -0.091729999999999992 0.10219500000000002 0.11308000000000003 0.0050600000000000011 0.11163000000000002 -0.085369999999999988 0.0040650000000000009 0.10786500000000003 -0.015594999999999999 -0.072834999999999997 -0.02614 -0.016330000000000001 0.031195000000000007 -0.079164999999999999
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 6 7 17 9 10 -6 -4 13 14 -13 -15 -14 -3 -12
right_child=-2 4 11 -5 8 -7 -8 -9 -10 -11 18 12 16 15 -16 -17 -18 -19 -20
leaf_value=-0.0069809469998053956 -0.013084889110089157 0.0084954365668300294 -0.02078709329441665 0.020348631200829932 0.016139678331799422 0.026930903385035728 -0.011636894029944639 0.022175969384117925 0.018500280061587215 -0.017469213522009835 0.0067509230938943591 -0.0046618354806517359 0.02040586673605424 -0.016543590438550023 -0.022791948342904666 0.0056814517339602031 -0.0054218549078983011 -0.0099131019110802968 -0.0012531171818891639
leaf_weight=46 55 111 48 82 62 51 63 78 51 91 200 358 59 59 125 362 46 66 1753
leaf_count=46 55 111 48 82 62 51 63 78 51 91 200 358 59 59 125 362 46 66 1753
internal_value=0 8.62944e-06 -0.00180146 0.0105207 0.000858105 0.00720544 0.00403934 0.00791551 -0.00022736 -0.000681267 7.6492e-05 -0.00329441 -0.00246144 -0.00380325 -0.00935559 0.00256483 0.00908307 0.00162661 -0.000433032
internal_weight=0 3711 1185 128 2526 369 318 255 2157 2106 2015 1057 1009 904 483 421 105 177 1953
internal_count=3766 3711 1185 128 2526 369 318 255 2157 2106 2015 1057 1009 904 483 421 105 177 1953
is_linear=0
shrinkage=0.0995203


Tree=590
num_leaves=16
num_cat=0
split_feature=35 39 1 6 0 1 8 5 3 5 6 0 1 0 8
split_gain=0.78112 0.77562 0.788401 2.00726 2.00667 1.52924 1.39436 1.04866 4.61475 2.0071 1.96371 1.47051 1.43886 2.54813 1.95789
threshold=0.004000000000000001 1.0000000180025095e-35 0.36766000000000004 -0.10032499999999998 -0.062294999999999996 0.44303500000000012 -0.08176499999999999 -0.38486499999999996 0.11225500000000002 -0.16926499999999997 -0.060679999999999998 -0.12469 0.078505000000000019 -0.22163999999999998 -0.010374999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 -7 8 11 10 -9 -1 13 -11 -14
right_child=-2 -3 3 -5 -6 6 -8 9 -10 12 -12 -13 14 -15 -16
leaf_value=0.0097015887562211488 -0.012913784991289977 0.011949990081260171 -0.0079462007503952742 -0.021329542205172299 -0.013008019776495161 0.025398241286385841 0.0023171612211209144 -0.028867391016445008 0.034886513752662655 -0.015970746809214148 -0.0003768844875558122 -0.010564810030049707 -0.0020860313592048442 0.00042855008370239135 0.026474807253480746
leaf_weight=65 47 53 54 60 89 47 58 47 46 97 49 78 47 2881 48
leaf_count=65 47 53 54 60 89 47 58 47 46 97 49 78 47 2881 48
internal_value=0 -2.90073e-06 -0.000175929 -0.00499503 -0.00103983 0.0056542 0.0126565 0.000265841 0.00746735 -0.000163401 -0.0143339 -0.00134709 0.000279017 -0.000105336 0.0123361
internal_weight=0 3719 3666 308 248 159 105 3358 189 3169 96 143 3073 2978 95
internal_count=3766 3719 3666 308 248 159 105 3358 189 3169 96 143 3073 2978 95
is_linear=0
shrinkage=0.0995203


Tree=591
num_leaves=12
num_cat=0
split_feature=35 10 4 1 6 2 4 24 4 4 4
split_gain=0.63338 0.741816 2.12958 2.30949 3.51686 1.7452 3.38542 1.57116 1.5982 1.73979 3.21594
threshold=0.004000000000000001 0.078430000000000014 0.083105000000000026 -0.15796999999999997 -0.14689499999999997 -0.14531999999999998 0.079355000000000023 0.083055000000000018 0.15221500000000004 0.13744000000000003 0.12631500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 -1 8 9 10 -7
right_child=-2 2 3 4 -6 7 -8 -9 -10 -11 -12
leaf_value=-0.0051939219777431076 -0.011628602226525469 -0.024634650976023475 0.0106671604136814 0.0076884875789796827 -0.031216488507448265 -0.00014130556558198827 0.03297468701046722 -0.014765184956026937 0.017782531272316816 -0.014285115088181347 0.018941514852151869
leaf_weight=46 47 46 90 46 46 3106 46 70 51 82 90
leaf_count=46 47 46 90 46 46 3106 46 70 51 82 90
internal_value=0 -2.61213e-06 -0.00550272 -0.000662675 -0.0117551 0.00035637 0.0138815 -9.47093e-06 0.000300557 2.83175e-05 0.000395815
internal_weight=0 3719 228 182 92 3491 92 3399 3329 3278 3196
internal_count=3766 3719 228 182 92 3491 92 3399 3329 3278 3196
is_linear=0
shrinkage=0.0995203


Tree=592
num_leaves=16
num_cat=0
split_feature=29 0 6 4 4 29 0 4 4 2 17 8 5 9 18
split_gain=0.677877 1.72918 1.17247 1.07561 2.28266 2.79617 1.3275 3.6005 1.89332 4.49064 3.25937 1.32343 1.6399 1.60494 0.976594
threshold=0.0050600000000000011 -0.060094999999999996 -0.095324999999999993 0.15028500000000003 0.13528000000000004 -0.025204999999999998 -0.060094999999999996 0.11849500000000003 0.08167000000000002 -0.10598499999999998 -0.56368999999999991 0.085560000000000011 -0.047864999999999998 0.11891000000000003 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 11 8 9 -8 -10 13 -13 14 -1
right_child=1 -3 -4 -5 5 -7 7 -9 10 -11 -12 12 -14 -15 -16
leaf_value=0.0037710427093269254 0.0087632381808348935 0.022705169497378927 -0.012354511557502217 -0.013520119069698539 -0.0021295187502174706 0.027763353809906511 -0.034893193639597579 -0.031322202894473301 0.02672263902301697 -0.0017190596814215258 -0.002061971107466495 0.001495632790452452 0.025098523244005858 -0.017379975436408842 -0.00075294404062756855
leaf_weight=611 60 46 46 59 60 64 51 47 49 195 190 77 47 52 2086
leaf_count=611 60 46 46 59 60 64 51 47 49 195 190 77 47 52 2086
internal_value=0 0.00659161 -0.000393347 -0.000193706 2.8861e-05 0.0132925 -0.00045392 -0.00502052 -0.00247001 -0.00859996 0.00383606 0.000391403 0.0104485 -6.19475e-05 0.000271653
internal_weight=0 152 106 3588 3529 124 3405 532 485 246 239 2873 124 2749 2697
internal_count=3740 152 106 3588 3529 124 3405 532 485 246 239 2873 124 2749 2697
is_linear=0
shrinkage=0.0995203


Tree=593
num_leaves=22
num_cat=0
split_feature=17 8 5 5 17 18 8 8 5 10 8 18 18 18 9 6 17 2 1 17 6
split_gain=0.569274 2.51554 3.54438 2.82564 1.62699 1.20037 1.03423 2.60886 2.77425 2.72214 1.9183 1.85474 1.53009 2.8202 1.93409 2.06214 1.75365 1.50313 0.887632 1.63531 0.727512
threshold=-0.46992499999999998 -0.087374999999999994 0.26245000000000007 0.40249000000000007 -0.45791500000000002 -0.25748499999999996 -0.087444999999999995 -0.085385000000000003 -0.025879999999999997 0.080705000000000013 -0.084915000000000004 -0.10726999999999999 -0.091594999999999996 -0.019539999999999998 -0.092279999999999987 -0.25061999999999995 0.24923500000000007 -0.086414999999999992 -0.046044999999999996 -0.56005499999999986 -0.012034999999999999
decision_type=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 -5 12 8 20 10 -9 -12 -6 -14 15 -15 -16 -10 19 -7 -8
right_child=4 2 3 5 6 18 7 9 17 -11 11 -13 13 14 16 -17 -18 -19 -20 -21 -22
leaf_value=0.018199301258077158 0.018871053834949417 -0.025658103972037119 0.018930512377403896 -0.02026165178742434 0.013872805494714743 0.0038749548398426424 0.0071803992692505833 -0.018704998498004322 0.0070895540633622908 0.020163202456093394 -0.00860625928317282 0.0011712936887710609 -0.022560394668010735 -0.0050686780052452357 -0.0057914742988031363 0.019839628324434647 0.010139784307380453 0.029539963001669944 0.009158554186094351 -0.021092989053812183 -0.0099812410427321096
leaf_weight=46 47 75 55 48 53 58 51 55 47 66 215 1808 71 58 613 76 77 80 47 47 47
leaf_count=46 47 75 55 48 53 58 51 55 47 66 215 1808 71 58 613 76 77 80 47 47 47
internal_value=0 -0.00359868 -0.00663967 -0.00104281 0.000484336 -0.00653956 0.00022356 0.00133544 0.0115303 0.000265173 -0.000366421 0.000131752 -0.00255411 -0.00352779 -0.00188685 0.00905231 -0.00401245 0.021238 -0.00220088 -0.00729338 -0.00104183
internal_weight=0 376 330 255 3364 200 3317 2369 225 2144 2078 2023 948 895 824 134 690 127 152 105 98
internal_count=3740 376 330 255 3364 200 3317 2369 225 2144 2078 2023 948 895 824 134 690 127 152 105 98
is_linear=0
shrinkage=0.0995203


Tree=594
num_leaves=21
num_cat=0
split_feature=9 18 17 13 17 17 4 17 18 19 19 21 8 8 8 9 9 8 17 1
split_gain=0.578639 1.82007 1.60808 1.38029 1.17717 1.56478 3.8853 1.14491 0.979018 2.4747 0.994657 1.31087 3.60822 2.08305 1.7254 1.79306 1.71384 1.56363 1.49531 1.29312
threshold=0.087765000000000024 0.14607000000000003 0.28919000000000006 1.0000000180025095e-35 0.23832000000000006 0.011640000000000003 0.083555000000000018 -0.0082649999999999998 0.13881000000000002 0.10934500000000003 -1.0000000180025095e-35 0.015410000000000002 -0.098504999999999995 -0.094139999999999988 -0.066829999999999987 0.088825000000000029 0.10125500000000003 0.0073150000000000012 -0.41426000000000002 0.0049450000000000015
decision_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 7 -7 -1 10 -10 -2 12 -12 -13 15 -14 19 -16 -18 -15
right_child=8 -3 -4 -5 -6 6 -8 -9 9 -11 11 13 14 16 17 -17 18 -19 -20 -21
leaf_value=-0.00022024197061758181 -0.011428388107404697 0.017859963255896498 -0.012881208143284771 0.017933828511499526 0.016214817880098258 0.0013865052845743134 -0.024166623522111356 0.0056486852476339165 0.0025239367814609837 -0.023357827621865168 -0.022793076382874925 0.021038404710482284 -0.007993880245677213 0.0032263904641004798 -0.011735562648506219 0.0062157362196354343 -0.0040839865412203103 0.0012938716589420765 0.017653509750611501 -0.0097082981555663625
leaf_weight=1011 79 63 83 48 48 192 85 488 82 66 77 63 111 175 194 423 46 172 98 136
leaf_count=1011 79 63 83 48 48 192 85 488 82 66 77 63 111 175 194 423 46 172 98 136
internal_value=0 0.00121008 0.000673112 0.00127452 0.000835664 0.00041955 -0.00645176 0.00168984 -0.00127346 -0.0090124 -0.000545259 2.92886e-05 -0.00211595 0.00407701 -0.000345999 0.00326052 0.00172671 -0.0056102 0.0107039 -0.0024273
internal_weight=0 2018 1955 1872 1824 1776 277 1499 1722 148 1574 1495 977 518 900 534 455 366 144 311
internal_count=3740 2018 1955 1872 1824 1776 277 1499 1722 148 1574 1495 977 518 900 534 455 366 144 311
is_linear=0
shrinkage=0.0995203


Tree=595
num_leaves=10
num_cat=0
split_feature=12 24 11 0 4 23 5 1 1
split_gain=0.53777 0.879411 1.48471 1.7375 1.62966 2.09157 0.791929 2.68628 1.6463
threshold=0.094205000000000025 -0.070455000000000004 -0.122405 -0.057604999999999996 0.14257000000000006 0.087020000000000028 -0.097345000000000001 0.078505000000000019 0.081675000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -8 -4
right_child=-2 2 4 -5 -6 -7 7 -9 -10
leaf_value=-0.013310468489287042 -0.0091313839279677633 0.026260722898473917 0.009730365717140553 -0.00093009771432123992 -0.016337455390130259 0.021193994171857758 -0.0011268757345774783 0.020702702411154503 -0.00061859364072187981
leaf_weight=47 62 47 240 46 59 47 2719 57 416
leaf_count=47 62 47 240 46 59 47 2719 57 416
internal_value=0 0.000214922 0.000390221 0.0128027 6.37147e-05 0.000342096 5.62979e-05 -0.000678351 0.00316636
internal_weight=0 3678 3631 93 3538 3479 3432 2776 656
internal_count=3740 3678 3631 93 3538 3479 3432 2776 656
is_linear=0
shrinkage=0.0995203


Tree=596
num_leaves=23
num_cat=0
split_feature=0 27 27 6 6 6 7 7 4 9 1 0 26 0 27 30 4 20 9 4 6 0
split_gain=0.736166 2.44839 2.74846 2.69178 6.77912 2.45801 2.53065 1.93538 1.73765 1.47859 1.93797 2.78175 2.35137 1.92498 2.53214 1.59305 1.49007 1.40447 1.37551 1.61125 1.35678 1.2894
threshold=-0.105055 0.093190000000000023 0.084940000000000029 0.08463500000000003 -0.0048649999999999995 -0.083069999999999991 -0.074779999999999999 -0.009689999999999999 0.094475000000000017 -0.02614 0.054560000000000004 -0.094139999999999988 0.097125000000000031 -0.096724999999999992 0.08427500000000003 0.081700000000000009 0.10739000000000003 -0.080384999999999998 -0.093949999999999992 0.11092500000000002 0.13734500000000002 -0.046675000000000001
decision_type=2 2 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 6 -1 -2 -7 15 13 -12 17 -11 20 16 -9 -13 -17 -20 -15 -21
right_child=7 -3 -4 -5 -6 8 -8 9 -10 10 11 12 -14 14 -16 18 -18 -19 19 21 -22 -23
leaf_value=0.022002615365762219 -0.019899559650501539 -0.016671780382835077 0.024596111859795603 0.018697963361010869 -0.030508648844355241 0.0043163054769806281 -0.003146887669601989 0.029934225426420252 0.030742560704900182 0.015467664479663884 -0.023751565927125757 0.018053020968184744 -0.019838318155222173 0.00066890593854869158 -0.022854077208606816 -0.012803195480513273 0.0049811276883329723 -0.0020231610853428789 0.019796166227557598 0.0097170589293157049 -0.013813124191122716 -0.013240073502333208
leaf_weight=46 49 56 64 90 63 47 286 47 52 80 82 46 59 2192 48 49 48 138 56 50 66 47
leaf_count=46 49 56 64 90 63 47 286 47 52 80 82 46 59 2192 48 49 48 138 56 50 66 47
internal_value=0 0.00328937 0.00501567 0.00286846 -1.37987e-05 0.00444179 0.000335219 -0.000280056 0.018205 3.92714e-05 -0.000690769 -0.00790051 -0.00254822 0.000290936 -0.000235222 0.00670579 0.017335 0.00299144 0.00170287 0.00635396 0.000245242 -0.00139806
internal_weight=0 704 648 584 494 431 332 3057 99 3008 2711 325 243 2386 2306 297 95 184 202 153 2258 97
internal_count=3761 704 648 584 494 431 332 3057 99 3008 2711 325 243 2386 2306 297 95 184 202 153 2258 97
is_linear=0
shrinkage=0.0995203


Tree=597
num_leaves=14
num_cat=0
split_feature=3 24 4 4 4 1 3 19 18 11 26 27 2
split_gain=0.732855 1.78228 1.56528 2.41946 4.74965 3.05578 2.47781 2.37437 2.00292 2.57522 2.18639 1.1767 4.2015
threshold=-0.16443499999999997 -0.070599999999999996 0.10495500000000003 0.094995000000000024 0.090860000000000024 -0.0086750000000000004 0.10393500000000001 0.090990000000000029 -0.032374999999999994 -0.16409499999999999 0.083400000000000016 0.084480000000000013 -0.157135
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 11 6 -5 8 -4 -10 -11 12 -3
right_child=1 2 7 5 -6 -7 -8 -9 9 10 -12 -13 -14
leaf_value=-0.011498747303348683 -0.018954492399480619 0.028364154505014581 0.022249513831098116 0.01515045043856081 0.031931978234398063 -0.029031944284370951 -0.014687052856210948 -0.014758229574921639 0.021011847389458764 0.0046744155011048906 -0.01669662865412725 -0.013414009076851302 -0.00019037563751572598
leaf_weight=51 46 52 78 49 47 63 63 52 81 309 56 63 2751
leaf_count=51 46 52 78 49 47 63 63 52 81 309 56 63 2751
internal_value=0 0.000512356 0.000756978 -0.00013115 0.000551362 -0.0114967 -0.00162584 0.00551975 0.00753363 0.00495817 0.00139333 3.64597e-05 0.000339064
internal_weight=0 3710 3664 3088 2913 175 112 576 524 446 365 2866 2803
internal_count=3761 3710 3664 3088 2913 175 112 576 524 446 365 2866 2803
is_linear=0
shrinkage=0.0995203


Tree=598
num_leaves=12
num_cat=0
split_feature=26 28 12 0 3 18 26 7 8 0 0
split_gain=0.646923 0.822242 0.682737 1.20319 2.80272 2.81623 2.16173 1.09179 1.44765 1.95472 1.47771
threshold=0.50635500000000022 0.088260000000000019 0.094205000000000025 -0.098749999999999991 0.081225000000000019 0.10861000000000003 0.098705000000000029 -1.0000000180025095e-35 0.0012600000000000003 0.12461500000000002 -0.071484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -5 10 -10 -9
right_child=-2 -3 -4 7 5 -7 -8 8 9 -11 -12
leaf_value=0.027032987921704575 0.010565719533389363 -0.012400678271715482 -0.010204192896681379 -0.015488255422544544 -0.0013280610542509474 0.020946621870674722 0.020629705182246629 -0.00076944539234002755 -0.0091116937667831063 0.010352253945332412 0.0048321602689337237
leaf_weight=49 60 51 60 47 593 73 48 1772 314 61 633
leaf_count=49 60 51 60 47 593 73 48 1772 314 61 633
internal_value=0 0.000148028 0.00032359 0.00049977 0.00400685 0.00242548 0.000314927 -0.000446492 -0.000191894 -0.00594337 0.000704566
internal_weight=0 3701 3650 3590 763 714 641 2827 2780 375 2405
internal_count=3761 3701 3650 3590 763 714 641 2827 2780 375 2405
is_linear=0
shrinkage=0.0995203


Tree=599
num_leaves=11
num_cat=0
split_feature=20 20 9 18 38 11 26 0 1 1
split_gain=0.628289 0.94628 4.24708 1.24356 0.944908 0.90748 0.918232 1.881 1.42226 0.739426
threshold=-0.23803499999999997 -0.14797999999999997 0.084485000000000018 0.30956000000000011 -0.08236499999999998 -0.23667999999999997 0.088325000000000028 0.099665000000000017 -0.112275 -0.029404999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 -3 -6 7 -7 -8 -1
right_child=1 3 -4 -5 5 6 8 -9 -10 -11
leaf_value=0.017337909086080915 0.0117500689463982 0.013760188657741607 -0.027254413892965689 -0.015723554473479864 -0.011660498955591068 0.0027016637534454076 0.010057079211827165 -0.0097588441520900463 -0.0023325896251339268 -4.7412208579218397e-05
leaf_weight=46 52 53 59 47 61 1912 99 128 1253 51
leaf_count=46 52 53 59 47 61 1912 99 128 1253 51
internal_value=0 7.36114e-05 -0.00897467 0.000356521 0.000572318 0.00036966 0.000586246 0.00191943 -0.00142475 0.00818874
internal_weight=0 3664 111 3553 3506 3453 3392 2040 1352 97
internal_count=3761 3664 111 3553 3506 3453 3392 2040 1352 97
is_linear=0
shrinkage=0.0995203


Tree=600
num_leaves=12
num_cat=0
split_feature=1 2 2 1 3 0 27 7 0 4 3
split_gain=0.73825 2.40067 2.56349 0.699755 4.04644 1.33127 0.830696 1.46417 1.23004 3.40773 1.42002
threshold=-0.50290499999999982 -0.15544499999999997 -0.0072299999999999994 -0.40145499999999995 0.10669500000000003 0.076335000000000014 -0.01137 0.093110000000000012 -0.0083449999999999983 0.12868000000000004 0.15537500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 -5 8 10 -10 -8
right_child=3 2 -4 5 -6 -7 7 -9 9 -11 -12
leaf_value=0.012830096329594892 0.029911385287757199 -0.031298455121547115 -0.0020927816328858507 0.0097107701067447785 -0.0098482596776355274 -0.016534311559188476 -0.00089499024764680304 0.015101504224771271 0.02925042956454835 -0.0082484075024528997 0.012295067978231664
leaf_weight=47 47 49 76 91 55 47 3098 63 49 47 83
leaf_count=47 47 49 76 91 55 47 3098 63 49 47 83
internal_value=0 -0.00633524 -0.013548 0.00033954 0.00846434 0.000101027 0.000329147 7.32945e-05 -0.000215372 0.0108831 -0.000550572
internal_weight=0 172 125 3580 102 3478 3431 3340 3277 96 3181
internal_count=3752 172 125 3580 102 3478 3431 3340 3277 96 3181
is_linear=0
shrinkage=0.0995203


Tree=601
num_leaves=27
num_cat=0
split_feature=18 18 5 1 0 1 21 0 4 0 0 4 0 0 20 21 9 12 2 2 2 0 20 0 0 21
split_gain=0.658626 1.88418 2.04312 1.37729 3.4172 3.27644 2.77894 2.05436 4.7595 2.47739 2.05955 1.5585 2.37246 1.40184 1.0488 3.34397 1.49269 1.35064 1.46444 7.32195 2.39707 1.66636 1.41277 1.03706 0.768951 0.751265
threshold=-0.022504999999999997 -0.011569999999999999 -0.011514999999999999 0.00039500000000000011 -0.069824999999999984 -0.0059699999999999996 0.088310000000000013 -0.091770000000000004 0.087695000000000009 -0.103645 -0.086589999999999986 0.088435000000000027 0.053120000000000007 -0.036664999999999996 -0.097019999999999995 0.095695000000000016 0.085495000000000029 -0.086019999999999999 0.097745000000000012 0.11804000000000002 0.084895000000000012 -0.095114999999999991 -0.084474999999999995 -0.081604999999999997 -0.085794999999999996 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 2 2 2 2
left_child=3 2 -2 5 6 7 -5 8 9 -1 -9 13 -13 -12 15 16 -3 -16 20 -20 22 -21 -19 -8 -4 -6
right_child=1 14 24 4 25 -7 23 10 -10 -11 11 12 -14 -15 17 -17 -18 18 19 21 -22 -23 -24 -25 -26 -27
leaf_value=-0.017692796902663652 0.025974824366219278 0.029822642829525695 0.013008908730052463 -0.037090825746458875 0.014849072732858635 0.024702794692880784 0.00052469791460525391 -0.019826567149928014 0.035754712631802216 0.013657971862071856 -0.0010942414827456602 -0.026583974624610787 -0.0001972953675772835 0.016468746517801579 -0.016937975991721439 -0.0093652951084701522 0.0069153493989070457 -0.014850961412844836 0.042452925447287911 -0.0069744821811135336 -0.022614399402011875 0.011021078270558508 0.00013066054657355386 -0.019237695815888547 -0.0027819096663692006 -0.0027614988569188937
leaf_weight=52 59 55 51 49 50 50 58 67 47 48 723 59 79 48 48 72 58 65 47 147 50 78 1522 48 76 46
leaf_count=52 59 55 51 49 50 50 58 67 47 48 723 59 79 48 48 72 58 65 47 147 50 78 1522 48 76 46
internal_value=0 0.00106146 0.0106696 -0.0016557 -0.00834663 -0.000223263 -0.0174866 -0.00133379 0.00963286 -0.00263624 -0.00298637 -0.00174422 -0.0114845 0 0.000226755 0.00738938 0.0180722 -0.000449927 -3.49216e-05 0.00672678 -0.00115893 -0.000732382 -0.000482438 -0.00841659 0.00355284 0.00640215
internal_weight=0 2328 186 1424 251 1173 155 1123 147 100 976 909 138 771 2142 185 113 1957 1909 272 1637 225 1587 106 127 96
internal_count=3752 2328 186 1424 251 1173 155 1123 147 100 976 909 138 771 2142 185 113 1957 1909 272 1637 225 1587 106 127 96
is_linear=0
shrinkage=0.0995203


Tree=602
num_leaves=12
num_cat=0
split_feature=8 6 26 3 3 6 26 17 21 26 21
split_gain=0.702818 2.81318 0.93538 1.09618 2.52465 1.06131 0.748149 3.17628 2.10687 1.35923 0.885346
threshold=0.20353000000000004 -0.03764 -0.14224499999999998 -0.16443499999999997 -0.025279999999999997 -0.036009999999999993 -0.077514999999999987 0.047990000000000012 0.079735000000000014 -0.054024999999999997 0.10683000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 -1 7 8 -6 -8 -11
right_child=1 -3 3 4 6 -7 9 -9 -10 10 -12
leaf_value=0.0012400791073555683 0.0059396362566510215 -0.026535171028015985 -0.015308159624275227 0.021710459165712476 -0.019405482970853989 0.019560751359114295 0.014620552697804028 0.01691580621148182 -0.00042739939423457334 0.00058649425588624699 -0.0046481345993524201
leaf_weight=79 62 46 46 53 118 52 64 53 114 2702 363
leaf_count=79 62 46 46 53 118 52 64 53 114 2702 363
internal_value=0 -0.00788465 0.000261674 -4.59962e-05 0.000156266 0.00851866 -0.000178109 -0.00505976 -0.0100836 0.000266267 -3.31964e-05
internal_weight=0 108 3644 3513 3467 131 3414 285 232 3129 3065
internal_count=3752 108 3644 3513 3467 131 3414 285 232 3129 3065
is_linear=0
shrinkage=0.0995203


Tree=603
num_leaves=12
num_cat=0
split_feature=1 2 2 28 19 27 1 5 18 1 1
split_gain=0.681577 2.00385 2.07225 0.635267 0.902777 0.665646 0.772224 3.72144 1.80298 1.27454 1.00187
threshold=-0.50290499999999982 -0.15544499999999997 -0.0072299999999999994 0.082705000000000015 0.14071500000000006 -0.032854999999999995 -0.17548999999999998 0.13648000000000002 -0.017129999999999996 -0.15353499999999998 -0.091829999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 7 -7 -9 -8 -11
right_child=3 2 -4 -5 -6 6 9 8 -10 10 -12
leaf_value=0.011413946514773128 0.0092949091866290842 -0.028644647696282059 -0.0023841799703517895 0.01022393144311644 0.013991367773265028 0.028447338393807687 -0.015608111630133164 0.007097010346487913 -0.018097951758486854 0.005925450562276907 -0.00082711919003218874
leaf_weight=47 74 49 76 63 46 52 55 66 49 235 2940
leaf_count=47 74 49 76 63 46 52 55 66 49 235 2940
internal_value=0 -0.00609495 -0.0126848 0.000318531 0.000140863 -4.24574e-05 -0.000246103 0.00635249 -0.00363112 -0.000587522 -0.000327065
internal_weight=0 172 125 3580 3517 3471 3397 167 115 3230 3175
internal_count=3752 172 125 3580 3517 3471 3397 167 115 3230 3175
is_linear=0
shrinkage=0.0995203


Tree=604
num_leaves=25
num_cat=0
split_feature=5 5 27 1 1 5 6 21 21 2 1 1 9 1 18 4 4 4 18 17 6 6 5 9
split_gain=0.917373 3.73056 2.10354 2.38146 3.03513 5.61212 1.81508 1.64773 2.38528 2.26872 1.92378 3.27222 2.14224 2.04061 2.56285 1.45831 2.17594 3.36718 2.15647 1.8883 1.29856 1.18337 1.16665 0.650056
threshold=-0.0071849999999999995 -0.0086449999999999982 0.085370000000000015 0.073820000000000011 -0.0021099999999999995 0.089620000000000019 -0.067359999999999989 0.11908500000000002 0.097640000000000018 -0.013174999999999999 -0.079434999999999992 -0.080689999999999998 0.091750000000000012 -0.064534999999999995 0.09729500000000002 0.10495500000000003 0.092675000000000021 0.078295000000000017 -0.019539999999999998 -0.56005499999999986 -0.109815 -0.093155000000000002 -0.013944999999999999 0.091750000000000012
decision_type=2 2 2 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 -6 -7 8 10 21 11 12 -1 14 -12 16 17 -2 -17 -18 -9 23 -15 -10
right_child=2 -3 -4 -5 5 6 -8 20 9 -11 13 -13 -14 22 -16 18 19 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0038336290872184411 -0.0017404495795238148 0.024017139911278875 -0.016975599069943607 0.021244494050440779 -0.039967578284378101 -0.012882240904395806 0.011718364275534526 0.00083038033314085694 -0.0043664308298810668 -0.026678344723214759 0.020714862614087809 -0.025549529162014931 0.016692493786185297 0.002104662100113472 0.00056807067878275348 -0.00086275017897913448 -0.0020043155415528451 0.017871332963708981 0.02572338266697291 -0.029962660456306509 0.023472341740534461 -0.013759879549852201 -0.01065729297886414 0.010690387704338515
leaf_weight=382 817 69 87 46 56 66 54 47 64 57 132 62 58 1064 119 72 50 97 52 46 54 75 76 51
leaf_count=382 817 69 87 46 56 66 54 47 64 57 132 62 58 1064 119 72 50 97 52 46 54 75 76 51
internal_value=0 0.00122453 -0.00197389 -0.00101078 -0.00179289 -0.0139524 -0.00180515 0.000522379 -6.34972e-05 -0.00926202 0.0011363 -0.00414413 -0.00112605 0.00304255 0.0111665 9.3577e-05 -0.00115618 0.000339994 0.0102797 -0.0154096 0.0129441 -0.0040328 0.00125315 0.00230382
internal_weight=0 2310 1443 1356 1310 176 120 2241 2140 247 1893 502 440 1391 251 1134 1010 914 124 96 101 190 1140 115
internal_count=3753 2310 1443 1356 1310 176 120 2241 2140 247 1893 502 440 1391 251 1134 1010 914 124 96 101 190 1140 115
is_linear=0
shrinkage=0.0995203


Tree=605
num_leaves=10
num_cat=0
split_feature=27 28 19 19 9 29 3 7 3
split_gain=0.958233 0.861678 0.886389 1.71712 1.4211 0.945442 0.868978 1.28026 0.712004
threshold=-0.079769999999999994 0.082705000000000015 0.11838500000000003 0.11174500000000002 0.088710000000000025 0.095535000000000023 -0.13947499999999999 0.083780000000000021 0.10486500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 -2 -8 -6
right_child=1 -3 4 -5 8 -7 7 -9 -10
leaf_value=-0.010849339379940107 0.010603164954384989 0.011585141502102519 0.016955042179730987 -0.016763752062926247 -0.00735797650067094 -0.013771276217932261 0.00021141100283694802 -0.012945104347661491 0.0079522269015773316
leaf_weight=79 77 65 78 62 65 49 3147 75 56
leaf_count=79 77 65 78 62 65 49 3147 75 56
internal_value=0 0.000228446 2.36787e-05 -0.000352867 0.00648015 -4.87167e-05 0.000154856 -9.45855e-05 -0.000265497
internal_weight=0 3674 3609 3410 199 3348 3299 3222 121
internal_count=3753 3674 3609 3410 199 3348 3299 3222 121
is_linear=0
shrinkage=0.0995203


Tree=606
num_leaves=11
num_cat=0
split_feature=27 0 0 0 20 2 0 0 10 21
split_gain=0.776996 0.578508 1.9527 0.760292 0.761244 2.54955 1.52786 1.52721 1.23964 1.00942
threshold=-0.079769999999999994 -0.23177499999999998 -0.26289499999999993 -0.229625 0.09327000000000002 -0.090919999999999987 -0.16969499999999998 -0.15034 0.088630000000000028 0.10430500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 -5 -8 -9 -7
right_child=1 3 -4 4 5 9 7 8 -10 -11
leaf_value=-0.0097696114778758388 0.0067628295423527839 0.012596781235238511 -0.021615498523129453 0.013945242959904264 -0.025446193041552607 -0.0075853061455939891 -0.012736467457400102 0.0009314001906908239 -0.012369404687633799 0.007803763903081587
leaf_weight=79 48 50 48 83 49 82 87 3069 71 87
leaf_count=79 48 50 48 83 49 82 87 3069 71 87
internal_value=0 0.000205711 -0.00741781 0.000410484 0.000237543 -0.0054584 0.000612931 0.000269764 0.000630389 0.000332034
internal_weight=0 3674 96 3578 3528 218 3310 3227 3140 169
internal_count=3753 3674 96 3578 3528 218 3310 3227 3140 169
is_linear=0
shrinkage=0.0995203


Tree=607
num_leaves=13
num_cat=0
split_feature=6 6 4 4 4 17 17 2 3 1 1 3
split_gain=0.733728 0.880759 1.25618 0.84673 3.59434 1.8838 12.435 1.61043 1.48002 0.885226 2.21307 1.43812
threshold=-0.50196499999999988 -0.46637499999999998 0.14831500000000003 1.0000000180025095e-35 0.078940000000000024 0.0047200000000000011 0.097480000000000025 -0.13535499999999998 0.14530500000000005 0.054560000000000004 0.18123500000000006 0.092510000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 7 -7 -6 9 11 -11 -3
right_child=1 2 -4 4 5 6 -8 -9 -10 10 -12 -13
leaf_value=0.0095476208942454691 -0.011028957043967941 -0.00072067286787114431 0.015077403234133698 -0.029293094574220975 0.0086627879759662643 -0.054373445622899926 0.0056045833332554144 -0.0019308550229996809 0.016718681700834431 -0.0099543935764799512 0.0066449445176067941 0.0046697295544936897
leaf_weight=78 73 1444 54 48 193 47 126 539 56 232 121 742
leaf_count=78 73 1444 54 48 193 47 126 539 56 232 121 742
internal_value=0 -0.000206591 1.25139e-05 -0.000216541 -0.00275368 -0.00134516 -0.0106853 0.00086116 0.000714895 0.000361594 -0.00426222 0.00110863
internal_weight=0 3675 3602 3548 953 905 173 732 2595 2539 353 2186
internal_count=3753 3675 3602 3548 953 905 173 732 2595 2539 353 2186
is_linear=0
shrinkage=0.0995203


Tree=608
num_leaves=15
num_cat=0
split_feature=22 22 22 0 3 4 0 4 27 7 4 18 0 8
split_gain=0.761122 1.29433 1.04631 1.00323 2.24968 3.6625 1.45971 3.52562 1.31027 2.41008 1.76738 1.28543 0.797101 1.1655
threshold=0.089225000000000013 0.082075000000000023 0.10227500000000002 -0.16969499999999998 0.090995000000000006 0.10868000000000001 -0.15034 0.08167000000000002 0.10023500000000002 0.078295000000000017 0.13255000000000003 0.31227500000000008 -0.10148 -0.085499999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 7 -5 9 11 -10 -8 -4 -14
right_child=2 -3 12 6 5 -7 8 -9 10 -11 -12 -13 13 -15
leaf_value=0.020623339920876522 0.015981312106413525 -0.013675036827331897 0.0099043068418088551 0.0066046755748368326 -0.018585097344096642 0.017498838418524561 -0.0004363652790774953 -0.032347702497660509 0.020512954811889209 -0.021201707354181025 -0.0031572015958557615 0.016329767096147436 -0.015948145339789541 0.0051013786681345132
leaf_weight=73 67 71 66 46 60 52 2932 46 69 55 57 46 46 60
leaf_count=73 67 71 66 46 60 52 2932 46 69 55 57 46 46 60
internal_value=0 -0.000374589 0.00542979 -9.9516e-05 0.00702885 -0.00182453 -0.000505412 -0.0128626 -0.000145272 -0.000558638 0.00979853 -0.00017711 0.00131484 -0.0040256
internal_weight=0 3507 239 3436 185 112 3251 92 3159 3033 126 2978 172 106
internal_count=3746 3507 239 3436 185 112 3251 92 3159 3033 126 2978 172 106
is_linear=0
shrinkage=0.0995203


Tree=609
num_leaves=10
num_cat=0
split_feature=36 38 1 0 1 5 1 12 7
split_gain=0.6277 1.48384 0.898402 1.37172 1.85813 3.69165 1.96637 1.7548 1.15285
threshold=0.084475000000000022 -0.081409999999999996 0.51334500000000016 0.15834000000000004 -0.50290499999999982 0.25032500000000008 -0.40145499999999995 0.087445000000000023 -0.073114999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -6 8 -8
right_child=1 -3 -4 -5 6 -7 7 -9 -10
leaf_value=0.010148581862623218 -0.0035094728208183708 0.017757440419942767 -0.010298192014026479 0.015044037220318615 0.014870902258716004 -0.024903839826521754 0.012802121845536073 -0.01909306090052925 -0.0002023975430075063
leaf_weight=47 67 63 86 59 88 81 69 48 3138
leaf_count=47 67 63 86 59 88 81 69 48 3138
internal_value=0 0.00679051 -0.000248081 -3.00182e-06 -0.000259007 -0.0120266 0.000191318 -0.000205298 7.71453e-05
internal_weight=0 130 3616 3530 3471 128 3343 3255 3207
internal_count=3746 130 3616 3530 3471 128 3343 3255 3207
is_linear=0
shrinkage=0.0995203


Tree=610
num_leaves=18
num_cat=0
split_feature=18 18 18 4 2 18 21 21 21 17 17 3 2 1 0 8 1
split_gain=0.59525 2.69104 2.47423 1.42529 1.65213 1.40434 1.29873 2.02394 2.58278 1.53789 2.94362 1.32827 1.14145 2.65401 1.73412 0.685724 0.369734
threshold=-0.019539999999999998 -0.013025 -0.025079999999999998 0.10739000000000003 -0.16935999999999998 -0.033709999999999997 0.15159000000000003 0.11908500000000002 0.10683000000000002 0.50214000000000014 0.27568500000000007 0.12732500000000005 -0.072624999999999981 -0.000195 -0.091935000000000003 -0.086404999999999996 0.22584000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 3 4 -1 12 7 8 9 10 -3 -9 14 -14 -6 -2 -10
right_child=1 6 -4 -5 5 -7 -8 11 16 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.018587948733978184 0.025246226262323118 0.0010533862114326632 -0.022487933760433034 0.012475525282625501 0.014213285282255201 0.01320862216274985 -0.014600712157701933 0.025687612312724234 -0.021894367651758742 0.014913066824139426 -0.01790460720009911 0.0027228784395710265 -0.0014305341719248374 -0.021691629673813124 -0.0010966906281665917 0.0093844964603381972 -0.0096872448447770793
leaf_weight=54 47 1776 54 76 81 67 57 51 49 73 85 49 260 85 768 64 50
leaf_count=54 47 1776 54 76 81 67 57 51 49 73 85 49 260 85 768 64 50
internal_value=0 0.000990716 -0.00158651 -0.000774509 -0.00154091 -0.000810255 0.000224118 0.000620665 -5.88351e-05 0.000743318 0.000187052 0.0144431 -0.0015976 -0.00642477 0.000363015 0.0161081 -0.0157374
internal_weight=0 2301 1445 1391 1315 1261 2190 2133 2033 1934 1861 100 1194 345 849 111 99
internal_count=3746 2301 1445 1391 1315 1261 2190 2133 2033 1934 1861 100 1194 345 849 111 99
is_linear=0
shrinkage=0.0995203


Tree=611
num_leaves=11
num_cat=0
split_feature=19 19 28 8 2 5 8 0 1 8
split_gain=0.610954 0.879625 1.18618 0.872145 1.641 1.42507 1.65902 1.26866 1.47069 0.795074
threshold=0.14071500000000006 0.13120500000000004 0.082705000000000015 -0.39070999999999995 0.14153500000000005 -0.087105000000000002 -0.49499500000000002 0.14315500000000003 -0.50290499999999982 -0.48834
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 6 -1 8 -5 -7
right_child=-2 -3 -4 4 -6 9 -8 -9 -10 -11
leaf_value=0.010392111447177159 0.01127212409318791 -0.010602905067501642 0.013197586685772452 -0.011748765263930617 -0.017923331645564627 0.0061571656745576771 -0.014399796326424227 0.013715519849374441 -0.00014169902470901371 0.024495595825264161
leaf_weight=55 47 78 67 112 53 48 52 63 3125 46
leaf_count=55 47 78 67 112 53 48 52 63 3125 46
internal_value=0 -0.000146359 7.86599e-05 -0.000168428 -0.000550358 0.00619869 -0.00164864 -0.000271089 -0.000543556 0.01514
internal_weight=0 3699 3621 3554 3353 201 107 3300 3237 94
internal_count=3746 3699 3621 3554 3353 201 107 3300 3237 94
is_linear=0
shrinkage=0.0995203


Tree=612
num_leaves=19
num_cat=0
split_feature=17 17 9 4 17 2 2 18 17 1 2 36 27 11 1 4 18 18
split_gain=0.667506 4.22097 2.04896 2.27345 2.04638 1.98921 1.64032 2.24595 1.70375 1.34094 1.17473 1.11498 1.72503 1.5743 1.36802 2.81133 0.547268 1.25062
threshold=0.11639500000000001 0.10178500000000003 0.084115000000000009 0.083980000000000013 0.070205000000000017 0.12610000000000002 -0.079739999999999991 0.086285000000000014 0.40441500000000008 -0.050379999999999994 -0.085374999999999993 0.084475000000000022 0.087480000000000016 -0.015740000000000001 0.50996500000000011 0.094995000000000024 -0.064960000000000004 -0.040349999999999997
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 11 -5 7 10 9 -8 -4 13 -13 -1 15 -15 -10 -18
right_child=2 -3 6 5 -6 -7 8 -9 16 -11 -12 12 -14 14 -16 -17 17 -19
leaf_value=-0.014394548128258505 -0.029193650184407591 0.029248936417549342 -0.012593246654250649 0.0094183139959256972 -0.016106189331734761 -0.018238756214689164 -0.026936381001544493 0.024033134817695433 0.0084490226964125687 -0.005121901347030452 0.0074590749580927948 0.019474919172975853 -0.0052532368073709363 0.0012674662065012036 0.013297466373064873 -0.0073949434662661127 -0.014767100338369369 0.0063553544724755462
leaf_weight=75 56 49 46 52 78 51 47 56 69 69 78 71 46 2259 77 444 49 64
leaf_count=75 56 49 46 52 78 51 47 56 69 69 78 71 46 2259 77 444 49 64
internal_value=0 0.000271485 -0.00326559 -0.013052 -0.000193786 -0.00426802 -8.56007e-06 0.00749097 -0.00454123 -0.0139676 1.37067e-05 0.000223559 0.00974574 -0.000166381 0.000217179 -0.000155135 0.00146229 -0.0027967
internal_weight=0 3099 637 159 3050 103 478 180 298 116 124 2972 117 2855 2780 2703 182 113
internal_count=3736 3099 637 159 3050 103 478 180 298 116 124 2972 117 2855 2780 2703 182 113
is_linear=0
shrinkage=0.0995203


Tree=613
num_leaves=16
num_cat=0
split_feature=20 0 0 18 21 18 0 0 0 5 0 0 8 8 20
split_gain=0.589142 1.9078 5.00059 1.86792 1.80381 1.74433 1.69069 3.21034 1.78754 1.68544 3.1884 1.54351 2.26936 2.89884 0.88016
threshold=-0.072324999999999987 -0.25289499999999993 -0.225295 0.19545000000000004 -0.085369999999999988 -0.40801999999999999 -0.062294999999999996 -0.03431 -0.065519999999999981 -0.41397 -0.15034 -0.13955999999999999 -0.089984999999999996 -0.087444999999999995 -0.094259999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 9 -4 -6 8 -8 -7 14 -11 -12 -13 -14 -1
right_child=1 2 4 -5 5 6 7 -9 -10 10 11 12 13 -15 -16
leaf_value=-0.019036368896079753 0.017609158194355112 -0.028097593520772231 0.016911005112091662 0.01728186258361929 0.017841680310964857 -0.00063990455365342373 -0.020833865794509923 -0.0022549715343053956 0.01900806546511449 0.026956724765477242 -0.016557830284116466 0.019760597286420083 -0.022569449616857008 0.0018294254856172842 -0.0010031926273933723
leaf_weight=61 53 68 56 71 47 1891 120 397 47 48 49 63 52 665 48
leaf_count=61 53 68 56 71 47 1891 120 397 47 48 49 63 52 665 48
internal_value=0 -0.00108358 -0.00146117 0.0016909 -0.000752765 -0.00114844 -0.00151234 -0.00656887 -0.000162983 0.000567397 0.00201877 0.000573849 0.00165112 5.87684e-05 -0.0111027
internal_weight=0 2679 2626 1057 2558 2502 2455 517 1938 986 877 829 780 717 109
internal_count=3736 2679 2626 1057 2558 2502 2455 517 1938 986 877 829 780 717 109
is_linear=0
shrinkage=0.0995203


Tree=614
num_leaves=11
num_cat=0
split_feature=27 35 3 6 3 19 19 27 28 9
split_gain=0.576136 0.648007 1.22814 3.85769 1.15458 1.0594 1.88485 2.05096 1.77478 1.10832
threshold=-0.079769999999999994 -0.081665000000000001 1.0000000180025095e-35 -0.18498499999999998 0.080495000000000025 1.0000000180025095e-35 0.086925000000000016 0.076195000000000027 1.0000000180025095e-35 -0.25326499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 8 -7 -8 9 -6
right_child=1 2 4 -5 5 6 7 -9 -10 -11
leaf_value=-0.0083684342086558818 0.0093345254274903137 0.0079680903800027382 0.013879014658507374 -0.027716450335835301 -0.016246863743526137 0.0197095071987143 0.0039798282899508727 -0.018211070613576567 0.016484030397885454 -0.00099315935121716643
leaf_weight=85 71 59 59 61 48 66 399 46 57 2785
leaf_count=85 71 59 59 61 48 66 399 46 57 2785
internal_value=0 -7.98837e-05 -0.000266823 -0.0101647 7.62208e-05 -0.000162987 0.00401384 0.0016841 -0.000901802 -0.00125189
internal_weight=0 3651 3580 120 3460 3401 511 445 2890 2833
internal_count=3736 3651 3580 120 3460 3401 511 445 2890 2833
is_linear=0
shrinkage=0.0995203


Tree=615
num_leaves=14
num_cat=0
split_feature=17 3 17 17 26 1 17 8 0 0 0 0 22
split_gain=0.516815 4.60882 3.48646 1.65438 1.34572 1.93966 1.05417 1.7899 1.67731 0.746266 1.09848 1.4869 1.61151
threshold=0.11639500000000001 0.083875000000000019 0.10178500000000003 0.070205000000000017 0.11215000000000001 -0.094454999999999997 0.19454500000000005 -0.094139999999999988 -0.075914999999999996 -0.23177499999999998 -0.20796499999999998 -0.16423499999999999 0.11366000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 9 5 -3 -7 -8 -9 -1 -11 -12 -13
right_child=1 4 -4 -5 -6 6 7 8 -10 10 11 12 -14
leaf_value=-0.0095596894571217429 -0.032477334996794276 0.020297837291238848 0.02662432985024777 -0.014441701897210137 -0.014275675649557272 -0.010738037962257191 0.015913704890411252 -0.0047313038215264025 0.014928975979099092 0.012548386894346732 -0.017001598511596883 0.00012998532440418976 0.01661955321237437
leaf_weight=75 48 48 49 78 62 85 70 273 51 73 49 2715 60
leaf_count=75 48 48 49 78 62 85 70 273 51 73 49 2715 60
internal_value=0 -0.00282378 0.000288545 -0.000134287 -0.000405803 0.00122439 -0.000685225 0.00148145 -0.0016341 0.000240936 0.000494945 0.000183075 0.000486812
internal_weight=0 637 3099 3050 589 527 479 394 324 2972 2897 2824 2775
internal_count=3736 637 3099 3050 589 527 479 394 324 2972 2897 2824 2775
is_linear=0
shrinkage=0.0995203


Tree=616
num_leaves=14
num_cat=0
split_feature=3 8 12 9 2 27 27 8 3 3 7 7 6
split_gain=0.76884 1.21506 1.07244 1.33352 0.957282 0.860801 1.82949 2.4456 2.3274 1.7872 1.2801 1.37303 0.874685
threshold=-0.0043349999999999994 -0.089984999999999996 -0.035284999999999997 -0.22988499999999998 -0.021165 0.078065000000000023 0.085370000000000015 -0.082654999999999992 0.14314000000000004 0.11426500000000002 0.085015000000000021 0.020750000000000005 -0.092919999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 10 -7 9 -9 -8 11 12 -5
right_child=2 4 3 5 -6 6 7 8 -10 -11 -12 -13 -14
leaf_value=0.018504115211600315 -0.013598709421642144 0.01016242748326456 0.015711685559637395 -0.0044379521622060023 -0.007488748833515013 0.021319829045826737 0.018950970830152524 -0.027003291144991486 0.0044730166636294602 -0.0032305746353027001 -0.016162677124583167 0.01646284875485176 7.8829907228867348e-05
leaf_weight=57 58 58 53 510 64 55 82 47 46 64 52 47 2535
leaf_count=57 58 58 53 510 64 55 82 47 46 64 52 47 2535
internal_value=0 0.00650769 -0.000177001 4.57547e-05 0.000896085 -0.000195512 0.0049538 0.00118413 -0.0114256 0.00922195 -0.000677293 -0.000416601 -0.000677407
internal_weight=0 179 3549 3491 122 3438 294 239 93 146 3144 3092 3045
internal_count=3728 179 3549 3491 122 3438 294 239 93 146 3144 3092 3045
is_linear=0
shrinkage=0.0995203


Tree=617
num_leaves=21
num_cat=0
split_feature=27 5 0 8 4 27 9 17 20 3 0 20 3 8 0 9 17 17 17 8
split_gain=0.729529 1.29621 1.77972 3.2831 1.39208 0.86276 2.29444 0.844981 2.10186 1.98107 1.21641 1.87095 1.95274 2.43196 1.66506 1.65772 0.921028 1.51112 0.801766 0.620158
threshold=0.085600000000000023 -0.51412499999999994 -0.059114999999999994 -0.090809999999999988 0.11189500000000001 1.0000000180025095e-35 0.082335000000000019 -0.53299999999999992 -0.081324999999999995 0.10920500000000002 -0.052884999999999995 -0.072834999999999997 0.092735000000000026 -0.068099999999999994 -0.064494999999999983 0.10464500000000003 -0.47367999999999999 -0.46159 -0.010655 -0.0077949999999999998
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 7 -7 8 -1 19 14 -12 18 -14 16 -16 -9 -18 -13 -10
right_child=1 2 -4 4 -6 6 -8 10 9 -11 11 12 13 -15 15 -17 17 -19 -20 -21
leaf_value=0.022784637513313329 0.019563379978666751 0.010468155457928558 0.014352138686656616 -0.027631786029415528 -0.0042322936525696249 0.0053223140808892648 -0.025615037324793082 -0.010699864310599128 -0.00016587857710135889 0.014018522489225064 -0.022167614296448115 -5.8172627057038433e-05 -0.023027232192225744 -0.00035209796924645648 0.025709004958731126 -0.00016670778926997079 0.018018942936492446 -0.00018460170845065071 0.015987069449458619 -0.016047399585247726
leaf_weight=55 49 91 81 49 52 49 46 80 46 63 58 70 75 125 50 48 46 2488 55 52
leaf_count=55 49 91 81 49 52 49 46 80 46 63 58 70 75 125 50 48 46 2488 55 52
internal_value=0 0.00465744 0.00197901 -0.00323664 -0.0155926 -0.000298369 -0.00964927 -2.98236e-05 0.005988 0.000244934 -0.000450072 -0.00570026 -0.00275894 -0.00885937 0.000291079 0.0130268 -0.000186077 0.000145527 0.00699519 -0.00860117
internal_weight=0 322 273 192 101 3406 95 3311 216 161 3095 383 325 200 2712 98 2614 2534 125 98
internal_count=3728 322 273 192 101 3406 95 3311 216 161 3095 383 325 200 2712 98 2614 2534 125 98
is_linear=0
shrinkage=0.0995203


Tree=618
num_leaves=20
num_cat=0
split_feature=27 27 27 27 27 1 3 8 0 1 2 3 2 0 20 18 18 11 3
split_gain=0.59157 1.36358 1.55877 1.71298 1.35307 0.778378 1.67369 1.97435 1.55551 3.91122 3.72696 3.75068 1.4215 2.1723 2.27269 2.37767 1.84319 1.98505 4.12544
threshold=0.085600000000000023 0.091025000000000009 0.096090000000000023 0.10630500000000002 0.11470500000000003 0.36766000000000004 0.10892000000000003 -0.10115999999999999 -0.142265 0.078505000000000019 0.10003000000000002 0.087825000000000028 -0.088385000000000005 -0.096019999999999994 -0.11700999999999999 0.090285000000000018 0.23251500000000005 -0.085504999999999984 0.083055000000000018
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 -5 8 -7 -8 9 10 11 -1 13 -10 -15 -16 17 -14 -19
right_child=1 2 3 4 -6 6 7 -9 12 -11 -12 -13 16 14 15 -17 -18 18 -20
leaf_value=-0.0050908656562762807 0.014754729271413332 -0.01556019488400431 0.016266265214445852 -0.016191232526153423 0.0059696703036024997 0.0045603378615518093 0.0015205049987945135 -0.023221095960228186 -0.026010400345432536 0.032813840742728417 -0.021843331676143239 0.024979343760931607 0.019226752755531772 0.014384253236863436 -0.0031104247385411801 -0.026389842371615076 0.016984856467402817 -0.0278808827920424 0.00020840886981263784
leaf_weight=88 88 49 73 47 65 89 54 78 46 49 51 77 52 62 333 50 65 53 2259
leaf_count=88 88 49 73 47 65 89 54 78 46 49 51 77 52 62 333 50 65 53 2259
internal_value=0 0.00419393 0.000218843 0.00440258 -0.00332269 -0.000268747 -0.00598023 -0.0130933 0.000127303 0.00742817 0.00166558 0.00893694 -0.000534995 -0.00541902 -0.00328863 -0.00615165 0.000451929 -2.31098e-06 -0.000435153
internal_weight=0 322 234 185 112 3406 221 132 3185 265 216 165 2920 491 445 383 2429 2364 2312
internal_count=3728 322 234 185 112 3406 221 132 3185 265 216 165 2920 491 445 383 2429 2364 2312
is_linear=0
shrinkage=0.0995203


Tree=619
num_leaves=13
num_cat=0
split_feature=10 9 10 27 9 0 6 20 0 2 2 1
split_gain=0.641091 1.69125 1.6671 1.21538 0.885357 0.724388 2.94616 2.47807 1.49313 2.74289 0.930046 0.719341
threshold=0.080705000000000013 0.093335000000000015 0.076235000000000011 -0.079769999999999994 -0.22988499999999998 -0.142265 -0.0040799999999999994 -0.072005 -0.117355 0.12875500000000004 0.10674000000000002 -0.082635
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 -6 9 -7 -10 -3
right_child=1 11 -4 4 5 8 -8 -9 10 -11 -12 -13
leaf_value=-0.012543858159725221 0.017807974184463934 0.0045496960218171303 -0.016659055118491781 0.0103175472602522 0.014573475278341016 -0.026749218546506231 0.022312926893812098 -0.0064937045230705403 0.00040418541294669842 0.0041187820827916785 -0.0087704120772978192 -0.010398921628825466
leaf_weight=74 72 85 60 86 78 58 72 190 2732 56 114 51
leaf_count=74 72 85 60 86 78 58 72 190 2732 56 114 51
internal_value=0 0.00547382 -0.000212102 7.28688e-05 0.000348845 8.88069e-05 0.00443959 -0.000359156 -0.000410668 -0.0115788 3.63979e-05 -0.00105002
internal_weight=0 208 3520 3460 3386 3300 340 268 2960 114 2846 136
internal_count=3728 208 3520 3460 3386 3300 340 268 2960 114 2846 136
is_linear=0
shrinkage=0.0995203


Tree=620
num_leaves=24
num_cat=0
split_feature=5 1 20 18 5 17 17 18 0 26 17 17 6 2 17 17 0 2 21 19 19 6 5
split_gain=0.556733 2.06674 2.00203 1.2499 4.15152 1.474 1.74972 1.64181 2.52852 1.35629 1.17183 3.39737 2.11133 1.95243 1.94812 1.62629 2.04275 2.01307 1.76438 1.58315 0.97687 0.762973 0.309407
threshold=0.19791500000000004 -0.37983499999999998 0.020795000000000004 0.15891500000000006 0.26245000000000007 -0.50029000000000001 -0.54892999999999992 -0.112385 -0.042499999999999996 0.090715000000000032 0.11639500000000001 0.10178500000000003 -0.48214499999999999 0.12610000000000002 0.070205000000000017 0.50214000000000014 -0.090394999999999989 -0.085804999999999992 0.08500000000000002 0.11183000000000003 0.072660000000000016 1.0000000180025095e-35 0.62720500000000012
decision_type=2 2 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 4 -2 6 22 8 -7 -8 11 12 -3 15 19 17 -17 -12 -19 -14 -1 -18 -6
right_child=2 10 -4 -5 5 7 9 -9 -10 -11 13 -13 14 -15 -16 16 21 18 -20 -21 -22 -23 -24
leaf_value=0.024670691787741315 -0.028269070045096753 0.020159689793669611 -0.023124893259732871 0.013658623801592008 -0.0073482130978149663 -0.008019057217878477 0.027890125435719757 -0.021622316273818804 0.018653254701903512 0.0046690113306136075 -0.020859073656889025 0.026872030236504824 -0.00026018236462745564 -0.022868865973756983 -0.018009944368389753 0.022891429973420457 0.0075679876078475795 0.0024053695548097625 -0.014754827353550904 0.016683600787283301 0.0049389767142796279 -0.0069821236134090187 0.0031645270614325642
leaf_weight=47 57 51 46 49 58 132 48 48 48 52 76 48 2209 51 60 47 61 202 84 56 53 86 53
leaf_count=47 57 51 46 49 58 132 48 48 48 52 76 48 2209 51 60 47 61 202 84 56 53 86 53
internal_value=0 0.000144047 -0.0031861 -0.00150169 -0.00300103 0.000277924 0.00627421 -0.00526768 -0.00090189 0.0158233 -0.000320118 0.000658806 0.000128901 -0.00423071 -0.000310132 -0.00251962 0.00483032 -0.00646081 -0.00263183 0.000158376 0.0142211 -0.000938753 -0.00232124
internal_weight=0 3131 591 545 496 439 211 228 180 100 3031 2424 2376 607 2325 556 194 362 286 2265 100 147 111
internal_count=3722 3131 591 545 496 439 211 228 180 100 3031 2424 2376 607 2325 556 194 362 286 2265 100 147 111
is_linear=0
shrinkage=0.0995203


Tree=621
num_leaves=13
num_cat=0
split_feature=28 17 17 17 26 6 0 0 8 19 19 6
split_gain=0.477757 0.502213 2.11334 1.93131 1.72631 1.62173 1.50748 1.63373 1.59121 1.23908 2.05239 1.12087
threshold=0.088260000000000019 0.11639500000000001 0.10178500000000003 0.13629500000000003 0.11215000000000001 -0.48214499999999999 -0.069824999999999984 -0.15468499999999999 -0.072559999999999999 0.11338500000000003 0.10861000000000003 -0.46637499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 6 -1 7 -5 -9 10 11 -7
right_child=-2 3 -4 4 -6 9 -8 8 -10 -11 -12 -13
leaf_value=0.017757620227637581 -0.009009545403962366 -0.020395801291692477 0.020223093936076793 0.014045305608126959 -0.017474936513979078 -0.014198574583061443 0.017018444037203349 -0.00047681309639547524 -0.017067857347564951 0.013835585719951672 -0.020601298898752275 2.3019980014798474e-05
leaf_weight=50 62 56 52 62 57 56 51 337 69 60 50 2760
leaf_count=50 62 56 52 62 57 56 51 337 69 60 50 2760
internal_value=0 -0.000199199 0.000333153 -0.00275107 -0.00103418 -1.41118e-05 0.000769872 -0.000999058 -0.00329849 -0.000318078 -0.000614673 -0.000259505
internal_weight=0 3660 3028 632 576 2976 519 468 406 2926 2866 2816
internal_count=3722 3660 3028 632 576 2976 519 468 406 2926 2866 2816
is_linear=0
shrinkage=0.0995203


Tree=622
num_leaves=23
num_cat=0
split_feature=26 26 5 1 21 21 18 18 5 6 17 8 26 26 17 3 17 2 2 17 26 1
split_gain=0.522352 1.48687 0.595717 1.71094 1.32467 1.79649 1.49428 1.52037 1.2431 4.1696 1.70901 1.37916 1.25345 2.60135 1.17839 2.46317 2.08823 2.0392 1.15018 2.02562 0.851499 0.613559
threshold=0.40795000000000009 0.51432000000000022 0.19791500000000004 -0.37983499999999998 0.10168500000000003 0.10403500000000003 0.14083500000000002 0.022040000000000008 0.26245000000000007 0.004915000000000001 -0.45712999999999998 -0.077784999999999993 0.094455000000000025 0.090625000000000025 0.11639500000000001 0.084235000000000018 0.10178500000000003 -0.080069999999999988 -0.072624999999999981 -0.24445500000000001 0.089485000000000023 -0.52333999999999992
decision_type=2 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 21 14 -6 7 -7 9 -4 11 -10 13 -13 16 -16 17 -5 -12 -20 -17 -1
right_child=1 -3 8 4 5 6 -8 -9 10 -11 18 12 -14 -15 15 20 -18 -19 19 -21 -22 -23
leaf_value=0.0054095417898121891 0.019505391238447137 -0.0056534739947790534 -0.031474803641986869 -0.0016762541464090885 -0.023225558044114424 -0.0036968923708206687 -0.018088628214744017 0.016283479078175421 0.016057323042019768 0.0081040107932143658 0.0019387336282234249 0.0022804893031654686 0.014523803762915575 -0.024255660086402949 -0.02539035281275016 0.0024539361915920689 0.022391590240629335 0.0046749810578572268 -0.030095825713826567 -0.0014369668599084095 -0.006192144821503172 0.021199359752619107
leaf_weight=51 47 46 57 1210 52 191 54 47 63 49 52 165 46 47 48 236 46 854 51 47 216 47
leaf_count=51 47 46 57 1210 52 191 54 47 63 49 52 165 46 47 48 236 46 854 51 47 216 47
internal_value=0 0.00705242 -0.000500674 5.34757e-05 -0.00037544 -0.00618057 -0.00314236 0.000245374 -0.00343323 -0.0131712 -0.00123992 0.00285604 -0.000364354 -0.00359867 0.000389368 -0.00395422 0.00141904 0.000951234 -0.0100107 -0.0163596 -0.00167601 0.0129906
internal_weight=0 93 3629 3052 2954 344 292 238 577 106 471 321 258 212 2610 500 2110 2064 150 98 452 98
internal_count=3722 93 3629 3052 2954 344 292 238 577 106 471 321 258 212 2610 500 2110 2064 150 98 452 98
is_linear=0
shrinkage=0.0995203


Tree=623
num_leaves=11
num_cat=0
split_feature=26 26 28 27 29 0 1 1 11 3
split_gain=0.423447 1.20575 1.11447 0.798191 1.06923 1.10729 4.3898 2.48397 1.31237 1.08917
threshold=0.40795000000000009 0.51432000000000022 0.087260000000000018 -0.092404999999999987 0.0035350000000000004 0.061855000000000014 -0.51253999999999988 -0.50954999999999984 -0.37506 0.10669500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 -5 -9 -8
right_child=1 -3 -4 4 -6 6 9 8 -10 -11
leaf_value=0.012112118155943445 0.017564211653757732 -0.0050908389898116123 -0.015514818626545987 -0.023069948345750022 -0.011135840382809369 0.03042009696283909 0.0071615429835580006 -0.016421462430149827 -7.4138362290859434e-06 -0.0098510460875630198
leaf_weight=51 47 46 48 48 90 57 69 49 3136 81
leaf_count=51 47 46 48 48 90 57 69 49 3136 81
internal_value=0 0.00634969 -0.000450802 -0.000248654 -0.000427469 -0.00014707 0.00690898 -0.000599102 -0.000260195 -0.0020198
internal_weight=0 93 3629 3581 3530 3440 207 3233 3185 150
internal_count=3722 93 3629 3581 3530 3440 207 3233 3185 150
is_linear=0
shrinkage=0.0995203


Tree=624
num_leaves=22
num_cat=0
split_feature=1 4 8 4 4 4 26 21 17 5 4 27 6 6 1 1 27 18 5 18 1
split_gain=2.30621 0.701244 2.11902 2.17922 2.86238 1.72753 3.21487 3.55438 3.1534 5.09273 2.8051 1.4279 1.33113 2.02397 1.44972 1.31232 1.31081 0.990671 0.983903 2.06583 1.71765
threshold=0.62916000000000016 0.10515500000000001 -0.076554999999999998 0.10925500000000002 0.11378500000000003 0.077430000000000013 1.0000000180025095e-35 -0.032929999999999994 -0.047785000000000001 -0.071539999999999992 0.086545000000000025 0.076195000000000027 -0.0026549999999999998 -0.087284999999999988 0.41291000000000005 0.41379000000000005 0.08988500000000002 0.23251500000000005 -0.087699999999999986 -0.0042299999999999994 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
left_child=1 5 12 -4 -5 11 7 -7 10 -10 -9 17 13 14 -3 -6 -16 18 20 -20 -1
right_child=-2 2 3 4 15 6 -8 8 9 -11 -12 -13 -14 -15 16 -17 -18 -19 19 -21 -22
leaf_value=0.0079342272551854425 -0.022295985042621619 -0.015836207465046902 0.02562212668411315 -0.017160940244872868 0.020488182770743199 -0.0273253500223383 -0.023778618683164138 -0.024971294851669896 -0.0024171515865710281 0.040447648392363741 0.00073882951452885212 0.01654827544634601 -0.013250109319254386 0.017157047788521441 0.014329843933939051 0.002477556569689092 -0.0070622227569461394 0.01195720658020229 0.00082718095147724785 -0.0064181960630897827 -0.0039103093493022606
leaf_weight=338 46 64 65 46 76 49 83 55 68 46 178 54 81 61 53 85 61 69 1421 537 189
leaf_count=338 46 64 65 46 76 49 83 55 68 46 178 54 81 61 53 85 61 69 1421 537 189
internal_value=0 0.000126174 0.00326389 0.00972261 0.00472604 -0.000475285 -0.00596883 -0.00223391 0.00130691 0.014872 -0.00532657 0.000533377 -0.00222347 0.00151017 -0.00384737 0.0109846 0.00287603 0.000194448 -0.000131834 -0.00115951 0.00368482
internal_weight=0 3679 592 272 207 3087 479 396 347 114 233 2608 320 239 178 161 114 2554 2485 1958 527
internal_count=3725 3679 592 272 207 3087 479 396 347 114 233 2608 320 239 178 161 114 2554 2485 1958 527
is_linear=0
shrinkage=0.0995203


Tree=625
num_leaves=8
num_cat=0
split_feature=1 9 2 8 8 4 29
split_gain=1.87002 0.695068 1.01279 1.68675 1.35772 1.54958 1.09723
threshold=0.62916000000000016 -0.26414499999999996 0.31534000000000012 -0.36115499999999995 -0.16019999999999998 0.14123000000000005 0.0035350000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.011017967773089879 -0.020077084932127169 0.015045268057928936 -0.011827045366497327 -0.016257411027567954 0.00016538929398171413 0.018243767517165031 -0.010468511546555989
leaf_weight=57 46 74 71 51 3281 46 99
leaf_count=57 46 74 71 51 3281 46 99
internal_value=0 0.000113618 -5.77601e-05 0.000177329 -0.000138866 0.000100839 -0.000145835
internal_weight=0 3679 3622 3551 3477 3426 3380
internal_count=3725 3679 3622 3551 3477 3426 3380
is_linear=0
shrinkage=0.0995203


Tree=626
num_leaves=12
num_cat=0
split_feature=1 18 18 21 18 3 3 21 3 1 2
split_gain=1.51634 0.536457 0.738254 0.747452 1.85523 0.838517 2.60264 1.99729 2.78295 1.52819 0.760833
threshold=0.62916000000000016 -0.47082499999999999 -0.43123499999999998 0.14016000000000003 0.14330000000000004 0.13547000000000003 0.12323500000000003 0.094920000000000018 0.14721500000000004 0.50996500000000011 -0.041009999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 9 8 -7 -4 -8
right_child=-2 2 3 4 -6 7 10 -9 -10 -11 -12
leaf_value=0.010445909205232959 -0.018079009671274609 -0.012429094241862034 -0.00055084656070592257 0.017347263475018249 -0.0071173155888743182 -0.016906163072990435 0.025670617244678742 -0.022954780318025378 0.010313645935811329 0.015617705212182472 0.0078173890119311359
leaf_weight=49 46 47 3093 77 51 62 46 53 93 59 49
leaf_count=49 46 47 3093 77 51 62 46 53 93 59 49
internal_value=0 0.00010231 -3.70886e-05 0.000125235 0.00759326 -0.000151202 0.00024096 -0.00627701 -0.000568998 -0.000247939 0.0164707
internal_weight=0 3679 3630 3583 128 3455 3247 208 155 3152 95
internal_count=3725 3679 3630 3583 128 3455 3247 208 155 3152 95
is_linear=0
shrinkage=0.0995203


Tree=627
num_leaves=10
num_cat=0
split_feature=4 20 4 20 12 11 5 5 2
split_gain=1.75674 0.689294 1.18523 0.942201 1.02778 2.37816 0.821941 1.18895 1.08775
threshold=0.15730000000000002 0.13407000000000005 0.11509500000000002 0.10971000000000002 0.094205000000000025 -0.091359999999999997 -0.11065499999999999 -0.074569999999999984 -0.091674999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 8 -8 -7
right_child=-2 2 -4 -5 -6 6 7 -9 -10
leaf_value=0.017339156627738453 -0.019228667650477729 0.015257621521837766 -0.0048882242282767101 -0.01426861426310802 -0.014244684439195339 0.012162488904091894 -0.0054980900843022958 5.4549291146065897e-05 0.0012202220639645487
leaf_weight=79 47 75 47 46 49 109 458 2298 517
leaf_count=79 47 75 47 46 49 109 458 2298 517
internal_value=0 0.000134263 0.00748981 -0.000117863 6.73556e-05 0.000270219 -0.000128252 -0.000867907 0.00312681
internal_weight=0 3678 122 3556 3510 3461 3382 2756 626
internal_count=3725 3678 122 3556 3510 3461 3382 2756 626
is_linear=0
shrinkage=0.0995203


Tree=628
num_leaves=13
num_cat=0
split_feature=0 9 26 2 2 2 5 2 8 10 1 2
split_gain=0.675867 1.93687 2.80149 3.18097 6.74282 1.8622 1.46425 1.14787 1.72048 1.19811 0.987628 1.07557
threshold=0.0083400000000000019 -0.084134999999999988 1.0000000180025095e-35 -0.021165 -0.24151999999999998 0.41639000000000009 0.26760500000000004 0.31534000000000012 -0.36115499999999995 0.088065000000000018 -0.16855499999999998 0.11804000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 7 -5 8 -1 10 -10 -12
right_child=1 2 -4 6 -6 -7 -8 -9 9 -11 11 -13
leaf_value=0.017842398865820307 -0.021362887548268438 -0.0042852644711086681 -0.016642254800973009 -0.02040617750721339 0.042616820450021152 0.018182158012139838 0.0040383631736855838 -0.014976470256694584 0.012816249749839154 0.014029558795751684 0.00035458109153675531 -0.010511859209450702
leaf_weight=58 52 71 79 49 53 61 48 46 61 64 3014 93
leaf_count=58 52 71 79 49 53 61 48 46 61 64 3014 93
internal_value=0 -0.00363083 -0.000554538 0.00519257 0.015755 0.000950097 -0.00830147 0.000634757 0.000853278 0.000548146 0.000275535 2.90587e-05
internal_weight=0 352 300 221 124 3397 97 3336 3290 3232 3168 3107
internal_count=3749 352 300 221 124 3397 97 3336 3290 3232 3168 3107
is_linear=0
shrinkage=0.0995203


Tree=629
num_leaves=15
num_cat=0
split_feature=0 11 2 27 18 2 2 18 2 8 18 6 18 8
split_gain=0.548118 3.99873 1.53463 1.25508 1.15591 1.81309 1.77352 1.68718 0.980992 1.61671 0.844995 2.24786 1.62614 0.105156
threshold=0.0083400000000000019 -0.075149999999999981 0.41061500000000012 -0.01137 0.099430000000000032 -0.14531999999999998 0.10003000000000002 -0.057764999999999997 0.31377500000000008 -0.36115499999999995 -0.227635 -0.049814999999999991 -0.14734 -0.016289999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 13 -3 9 -5 11 -11 -12 -7
right_child=1 4 -4 8 -6 6 -8 -9 -10 10 12 -13 -14 -15
leaf_value=0.01227334975318487 -0.028464430171849946 0.0017192760923471864 0.015333654784876869 0.018759278367210391 -0.01244773542555533 -0.0080641765024927464 0.010750310588781122 0.027859449453632348 -0.014045312713356213 0.00014905673860888559 0.016017078920660382 -0.024895463603989892 0.00021813021550415302 -0.014853775027545986
leaf_weight=88 53 50 71 47 51 46 58 48 47 136 66 48 2894 46
leaf_count=88 53 50 71 47 51 46 58 48 47 136 66 48 2894 46
internal_value=0 -0.00326972 0.000855591 0.000546282 0.0011935 0.00400206 -0.00287139 0.014531 0.000227319 0.000437797 0.000163646 -0.00637985 0.000570681 -0.0114679
internal_weight=0 352 3397 3326 299 248 150 98 3238 3191 3144 184 2960 92
internal_count=3749 352 3397 3326 299 248 150 98 3238 3191 3144 184 2960 92
is_linear=0
shrinkage=0.0995203


Tree=630
num_leaves=16
num_cat=0
split_feature=28 10 27 0 17 17 1 1 5 5 4 4 4 0 18
split_gain=0.468987 0.57166 1.19302 0.910503 2.29937 2.27962 1.85508 0.952272 1.54627 2.93557 1.3784 3.0621 2.627 0.395647 0.347894
threshold=0.088260000000000019 0.080705000000000013 0.078065000000000023 0.042275000000000014 -0.15313499999999999 -0.56137499999999996 -0.42149500000000001 0.42491000000000007 -0.4345 -0.49053999999999998 0.095545000000000033 0.10495500000000003 0.088985000000000022 0.042275000000000014 -0.018629999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 5 -5 -1 14 10 9 -9 12 -12 -7 -3 -6
right_child=-2 2 -4 4 6 7 -8 8 -10 -11 11 -13 -14 -15 -16
leaf_value=0.022661510908816643 -0.0082325872640472402 -0.0063349268897102207 0.01610230695516263 -0.025241685370419608 0.0025062128454311191 0.00024028834636396999 -0.013733188626711511 0.017816075998430249 0.021571214221031577 -0.010474218209211432 -0.021265359245742379 -0.00062744655997517055 0.021135596147231234 0.0046579097871203541 0.014771025636076837
leaf_weight=46 61 55 71 48 46 2586 61 64 53 84 94 294 61 79 46
leaf_count=46 61 55 71 48 46 2586 61 64 53 84 94 294 61 79 46
internal_value=0 0.000564866 0.00567228 0.000264022 -0.00623758 0.000662451 -0.000270158 0.000349479 0.00698343 0.00175389 -8.96005e-05 -0.00562947 0.000722129 0.000139815 0.00864752
internal_weight=0 3688 205 3483 201 3282 153 3236 201 148 3035 388 2647 134 92
internal_count=3749 3688 205 3483 201 3282 153 3236 201 148 3035 388 2647 134 92
is_linear=0
shrinkage=0.0995203


Tree=631
num_leaves=12
num_cat=0
split_feature=26 28 27 29 26 20 8 5 8 4 8
split_gain=0.543071 1.11166 0.560373 1.16646 0.665288 1.73602 2.42104 1.34074 1.07956 2.35305 1.73652
threshold=0.50635500000000022 0.088260000000000019 -0.092404999999999987 0.0035350000000000004 0.086645000000000014 0.0013750000000000004 -0.088734999999999994 -0.088604999999999989 -0.409445 0.11599000000000002 -0.11257499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 7 -7 -6 9 -4 -10
right_child=-2 -3 3 -5 5 6 -8 -9 10 -11 -12
leaf_value=0.010892083828319328 0.009852502397976675 -0.014661705284776909 0.0059949667184047142 -0.011100057695061267 0.0061568049499421138 0.002420190009643513 -0.029355131179734002 -0.0014811329958830074 0.015061527201663191 -0.022383983514373113 0.0016809785739836547
leaf_weight=50 59 49 61 87 278 46 49 1256 102 55 1657
leaf_count=50 59 49 61 87 278 46 49 1256 102 55 1657
internal_value=0 0.000227892 0.000428499 0.000282579 0.000565429 -0.000905443 -0.0139606 -9.64097e-05 0.00184376 -0.00745352 0.00245735
internal_weight=0 3690 3641 3591 3504 1629 95 1534 1875 116 1759
internal_count=3749 3690 3641 3591 3504 1629 95 1534 1875 116 1759
is_linear=0
shrinkage=0.0995203


Tree=632
num_leaves=12
num_cat=0
split_feature=11 0 9 35 1 0 3 3 3 9 3
split_gain=0.64177 0.808986 2.30917 1.2497 2.48918 2.39283 2.00572 1.29136 0.811298 0.788658 0.697435
threshold=-0.16269500000000001 0.11291000000000002 0.085850000000000024 -0.081665000000000001 -0.51253999999999988 -0.0083449999999999983 1.0000000180025095e-35 0.096510000000000026 0.080495000000000025 -0.0098899999999999995 0.10684000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 -2 -5 6 -6 -7 -8 -1 -4
right_child=1 2 10 4 5 7 8 -9 -10 -11 -12
leaf_value=0.017167552627824188 0.0137480618555404 -0.024890030651241464 0.007849911476329071 -0.020156010311318556 -0.019580902734477084 0.0050309073536211986 0.011971521888240038 0.025401391274291769 -0.00044577801040986272 -0.001147541878456191 -0.0073918863426610587
leaf_weight=46 63 51 61 62 54 76 53 52 3106 47 58
leaf_count=46 63 51 61 62 54 76 53 52 3106 47 58
internal_value=0 -0.000469265 -0.00717222 -0.000140263 -0.000397619 -3.07109e-05 -0.000562547 0.0133128 -0.000237188 0.00790274 0.000414257
internal_weight=0 3636 170 3466 3403 3341 3213 128 3159 93 119
internal_count=3729 3636 170 3466 3403 3341 3213 128 3159 93 119
is_linear=0
shrinkage=0.0995203


Tree=633
num_leaves=11
num_cat=0
split_feature=27 27 3 27 7 12 3 12 27 1
split_gain=0.788436 1.89527 1.62396 1.48565 2.2531 1.57164 2.03011 1.79814 1.77293 0.669698
threshold=0.095885000000000012 0.091025000000000009 0.12389500000000002 0.085600000000000023 0.099030000000000021 -0.011559999999999999 0.014805000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.41696500000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 7 -7 -8 -4
right_child=2 -3 9 -5 -6 6 8 -9 -10 -11
leaf_value=0.017954046551631634 0.015778098699909676 -0.019803230121505148 -0.01102677388607038 0.012404078376950728 -0.022030050048859679 -0.02785323549047105 0.00024942594648388042 -0.0016447226285087829 -0.014754100308665417 0.005687159109446247
leaf_weight=46 89 50 49 89 48 50 3128 54 80 46
leaf_count=46 89 50 49 89 48 50 3128 54 80 46
internal_value=0 -0.000564225 0.00611711 -0.000288754 -0.000620663 -0.000314388 -0.000568364 -0.0142528 -0.000124472 -0.0029251
internal_weight=0 3545 184 3495 3406 3358 3312 104 3208 95
internal_count=3729 3545 184 3495 3406 3358 3312 104 3208 95
is_linear=0
shrinkage=0.0995203


Tree=634
num_leaves=10
num_cat=0
split_feature=27 3 10 4 1 11 28 4 18
split_gain=0.766687 0.879441 1.07597 1.82349 2.12176 1.05997 1.2778 1.16308 0.87171
threshold=-0.086859999999999993 -0.13947499999999999 0.078430000000000014 0.08544000000000003 -0.215865 -0.122405 0.080375000000000016 0.13849500000000003 0.11906500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 -3 7 8 -7
right_child=1 2 3 4 -6 6 -8 -9 -10
leaf_value=-0.0099740045771595787 0.01025173529848766 0.011431491147989949 -0.02357609766491885 0.0090832026095015103 -0.014854430816170786 -0.00053443302042565797 0.015384270027077198 -0.01149613960884426 0.0053307277380235394
leaf_weight=78 81 81 51 81 67 2873 52 90 275
leaf_count=78 81 81 51 81 67 2873 52 90 275
internal_value=0 -2.20659e-06 -0.000235088 -0.00734618 -0.0017479 0.000184457 -9.21968e-05 -0.000340991 -2.18097e-05
internal_weight=0 3651 3570 199 148 3371 3290 3238 3148
internal_count=3729 3651 3570 199 148 3371 3290 3238 3148
is_linear=0
shrinkage=0.0995203


Tree=635
num_leaves=12
num_cat=0
split_feature=27 3 10 26 2 18 11 12 21 26 29
split_gain=0.621682 0.713103 0.872467 2.13034 2.58789 1.22526 0.859492 1.06252 1.06843 2.23431 1.16064
threshold=-0.086859999999999993 -0.13947499999999999 0.078430000000000014 0.088825000000000029 -0.16099499999999997 -0.057764999999999997 -0.122405 -0.0091799999999999989 -0.09071499999999999 0.082850000000000021 -0.082294999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 5 -4 -3 -8 9 -9 -10
right_child=1 2 3 -5 -6 -7 7 8 10 -11 -12
leaf_value=-0.0089813894565134028 0.0092314803462331032 0.010293827200205609 -0.014114037453115614 0.012155128612710314 -0.029790317545215907 0.0080352023316542249 -0.011636104607960171 0.023807311966892692 0.010878160561752852 -0.0059037794195487235 -0.00046877438305734646
leaf_weight=78 81 81 48 46 54 51 77 55 92 46 3020
leaf_count=78 81 81 48 46 54 51 77 55 92 46 3020
internal_value=0 -1.94236e-06 -0.00021167 -0.00661508 -0.0122638 -0.00269556 0.0001661 -8.29966e-05 0.000193621 0.0102674 -0.000133062
internal_weight=0 3651 3570 199 153 99 3371 3290 3213 101 3112
internal_count=3729 3651 3570 199 153 99 3371 3290 3213 101 3112
is_linear=0
shrinkage=0.0995203


Tree=636
num_leaves=11
num_cat=0
split_feature=12 22 22 20 8 20 38 9 4 11
split_gain=0.673914 0.719691 1.22745 1.12453 0.84153 1.2247 0.733757 1.005 2.18663 0.82864
threshold=0.094205000000000025 0.09086000000000001 0.082075000000000023 0.14849500000000004 -0.088429999999999995 -0.0088249999999999978 -0.076799999999999993 -0.26414499999999996 0.14367000000000005 -0.076244999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -6 -1 -8 9 -9
right_child=-2 3 -4 -5 5 -7 7 8 -10 -11
leaf_value=0.0091664913821872841 -0.010477494266849364 0.020571581869028847 -0.012305304936694831 -0.0070347236670217257 -0.0072531760432069832 0.013151012548527118 -0.014593913350649154 -0.011934190848854026 0.02137379990518205 -2.9338309767786074e-05
leaf_weight=86 60 49 81 53 48 74 47 59 47 3138
leaf_count=86 60 49 81 53 48 74 47 59 47 3138
internal_value=0 0.000155295 -0.000198599 0.00562219 0.00954989 0.00511643 9.15472e-05 -0.000145349 6.37333e-05 -0.000249296
internal_weight=0 3682 3458 224 171 122 3377 3291 3244 3197
internal_count=3742 3682 3458 224 171 122 3377 3291 3244 3197
is_linear=0
shrinkage=0.0995203


Tree=637
num_leaves=14
num_cat=0
split_feature=12 3 8 17 4 0 3 11 8 4 3 3 4
split_gain=0.546445 0.762042 0.637048 1.87235 1.15375 1.98558 1.95221 3.53498 1.33219 2.29586 2.09459 1.29191 1.58623
threshold=0.094205000000000025 -0.025279999999999997 -0.42187000000000002 0.0053950000000000014 0.095545000000000033 -0.23058999999999999 0.10244500000000002 -0.078454999999999983 -0.077074999999999991 0.11644500000000003 0.14823500000000003 0.14530500000000005 0.088720000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 7 -6 10 -10 -8 12 -7
right_child=-2 2 4 -5 6 11 8 -9 9 -11 -12 -13 -14
leaf_value=0.010991162299865629 -0.0094347725136045817 0.015700618084684002 0.020189577253371668 -0.008931526353004678 -0.0011309543693785911 -0.00046323681373568166 -0.00215075921775867 -0.036527221068760482 -0.0044313848392731892 0.013318511959614336 -0.026216045117887422 0.015147441030541893 0.01645821069213271
leaf_weight=63 60 84 50 48 67 2711 151 48 181 120 47 56 56
leaf_count=63 60 84 50 48 67 2711 151 48 181 120 47 56 56
internal_value=0 0.000139774 -4.89025e-05 0.00673727 -0.000306027 0.000530589 -0.00422201 -0.0159122 -0.00152625 0.00264227 -0.00786737 0.000182105 -0.000120476
internal_weight=0 3682 3619 132 3487 2873 614 115 499 301 198 2823 2767
internal_count=3742 3682 3619 132 3487 2873 614 115 499 301 198 2823 2767
is_linear=0
shrinkage=0.0995203


Tree=638
num_leaves=26
num_cat=0
split_feature=2 3 3 3 1 6 21 5 5 3 8 22 4 4 17 9 1 8 1 8 21 17 26 1 4
split_gain=0.454332 2.50338 2.87244 3.07759 2.07658 3.09755 2.22957 2.11962 2.30358 0.924242 1.74522 1.00449 1.20096 3.61367 3.13651 2.43344 1.15819 2.12152 1.47749 1.33997 1.14961 1.0496 1.04506 0.975638 1.6951
threshold=0.094050000000000022 0.085910000000000028 0.092200000000000018 0.10244500000000002 0.024780000000000007 -0.44590999999999997 0.11119000000000002 -0.072054999999999994 0.15100500000000003 0.082130000000000022 -0.0073049999999999999 0.084505000000000011 1.0000000180025095e-35 0.081540000000000015 0.0031350000000000006 -0.073629999999999987 0.04735000000000001 0.010485000000000003 0.0099250000000000015 -0.073644999999999988 0.11119000000000002 -0.42946499999999999 0.082850000000000021 -0.09225499999999999 0.10876500000000001
decision_type=2 2 2 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 7 -6 -7 -5 -9 10 23 12 16 -14 15 -15 18 19 21 -18 22 -11 -13 -1 -25
right_child=1 2 3 4 5 6 -8 8 -10 11 -12 20 13 14 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26
leaf_value=0.0113670595403235 -0.02284929569108881 0.02139137559884802 -0.02689090273707908 -0.0081381586340432202 0.015434503621167025 -0.023882035169427867 0.0025914455436177831 0.032707658064047018 0.001678274224244092 0.0077636553131766785 0.018341142249154521 0.024283063759726536 -0.031726591651176694 -0.01384729486836753 -0.022590999541715333 0.0063572372371683804 -0.0084562534192907345 -0.022750392005033503 0.017238820542948969 0.0042042417590728749 -0.0035871379770418461 6.3254343136391372e-05 0.0054322746184140786 -0.017327878906231896 0.0066675083642228549
leaf_weight=56 55 53 48 47 46 88 49 49 46 195 80 47 46 77 63 253 154 55 56 179 67 1739 77 55 62
leaf_count=56 55 53 48 47 46 88 49 49 46 195 80 47 46 77 63 253 154 55 56 179 67 1739 77 55 62
internal_value=0 -0.0028677 -0.000285992 -0.00336835 0.000103234 -0.00690171 -0.0144074 0.0091365 0.0176915 0.000408734 0.00618584 -7.69015e-05 -0.000550724 -0.00533334 -0.00224197 0.00164036 0.000331846 -0.00464169 0.00130197 -0.0016483 0.00690708 0.000840088 0.0125839 0.000560159 -0.00460538
internal_weight=0 481 426 373 325 183 137 142 95 3261 253 3008 2817 439 393 330 2378 388 1990 333 191 1934 124 173 117
internal_count=3742 481 426 373 325 183 137 142 95 3261 253 3008 2817 439 393 330 2378 388 1990 333 191 1934 124 173 117
is_linear=0
shrinkage=0.0995203


Tree=639
num_leaves=9
num_cat=0
split_feature=7 0 4 6 6 23 36 3
split_gain=0.580765 0.873921 0.851461 0.914252 1.02073 1.99025 1.04227 2.81679
threshold=-0.080929999999999988 0.15834000000000004 0.14754500000000006 -0.52821499999999999 -0.41548999999999997 -1.0000000180025095e-35 0.084475000000000022 0.014805000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -6
right_child=1 -3 -4 4 6 -7 -8 -9
leaf_value=0.0089685944524477597 0.012935493733716483 0.01125431228949508 -0.010741683194212462 0.0017050773532128749 -0.022618095817197592 -0.024522881947797601 0.012538172788800621 9.3954754194901615e-05
leaf_weight=70 52 65 77 67 55 50 64 3242
leaf_count=70 52 65 77 67 55 50 64 3242
internal_value=0 -0.00018228 -0.000388601 -0.000162537 -0.000358602 -0.00949646 -4.02601e-05 -0.000284676
internal_weight=0 3672 3607 3530 3478 117 3361 3297
internal_count=3742 3672 3607 3530 3478 117 3361 3297
is_linear=0
shrinkage=0.0995203


Tree=640
num_leaves=10
num_cat=0
split_feature=7 7 10 13 29 5 4 7 18
split_gain=1.17219 1.00324 0.783447 1.09003 0.807367 0.969498 0.775459 3.12102 0.894179
threshold=-0.230575 -0.009689999999999999 0.09407500000000002 0.08705000000000003 0.0050600000000000011 -0.0020399999999999997 0.07665000000000001 0.086645000000000028 -0.41265499999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 8 -8 -3
right_child=1 2 -4 -5 5 -7 7 -9 -10
leaf_value=0.014407811615053414 -0.015103866980241991 -0.008864538531001687 -0.011993447326686262 0.015090503442153045 -0.00095853276827627398 0.015843695867465254 -0.004740242030440522 0.019142253563452387 0.00064863327898180545
leaf_weight=53 46 102 56 46 70 66 824 58 2407
leaf_count=53 46 102 56 46 70 66 824 58 2407
internal_value=0 -0.000498583 -0.000313225 -0.000129931 -0.000328672 0.00718947 -0.000630437 -0.00316881 0.000261562
internal_weight=0 3675 3629 3573 3527 136 3391 882 2509
internal_count=3728 3675 3629 3573 3527 136 3391 882 2509
is_linear=0
shrinkage=0.0995203


Tree=641
num_leaves=18
num_cat=0
split_feature=12 0 2 8 8 26 1 4 0 2 8 8 21 3 2 26 26
split_gain=1.13299 0.826369 2.16838 1.89493 1.8852 2.69079 2.32293 4.09977 2.29281 1.80617 1.88169 1.56721 1.79044 1.77904 2.32793 1.84712 1.72972
threshold=-0.089259999999999992 -0.088484999999999994 0.35004500000000011 -0.36115499999999995 0.0033350000000000007 -0.14678499999999997 0.073820000000000011 0.095545000000000033 -0.19631499999999999 0.31852000000000008 -0.15146000000000001 0.0012600000000000003 -1.0000000180025095e-35 0.094185000000000033 -0.078994999999999996 0.088325000000000028 -0.066534999999999997
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 6 -6 7 -5 -8 10 -3 13 -13 15 -15 -12 -14
right_child=1 9 -4 4 5 -7 8 -9 -10 -11 11 12 16 14 -16 -17 -18
leaf_value=0.015095540909191234 0.017323706996374252 -0.017210558179606986 -0.021345709278990106 -0.0043496033814246562 -0.0084759997605001781 0.022672727394478287 0.019001245035881537 -0.028126924040064658 -0.0012794517457951301 0.018432121653010392 0.0029445484510591423 0.013114000956596004 0.00073387105524912275 0.016854453832851012 0.0027994472945969432 -0.0047094112223301761 -0.013550859078539
leaf_weight=47 50 60 58 580 47 66 69 82 276 55 714 47 144 150 527 555 201
leaf_count=47 50 60 58 580 47 66 69 82 276 55 714 47 144 150 527 555 201
internal_value=0 -0.000454174 -0.00256179 -0.00162992 -0.0024768 0.00970982 -0.00384512 -0.00729607 0.00277432 0.000600589 0.000191267 0.0006382 -0.00510217 0.00179495 0.00591477 -0.000402283 -0.00758616
internal_weight=0 3681 1228 1170 1120 113 1007 662 345 2453 2398 2338 392 1946 677 1269 345
internal_count=3728 3681 1228 1170 1120 113 1007 662 345 2453 2398 2338 392 1946 677 1269 345
is_linear=0
shrinkage=0.0995203


Tree=642
num_leaves=16
num_cat=0
split_feature=7 7 0 4 8 27 21 0 22 8 26 4 8 2 21
split_gain=1.008 0.83424 0.681069 1.81621 1.91741 1.7157 1.69967 2.47897 1.66437 1.65085 2.51556 1.64796 2.82556 1.46393 1.03592
threshold=-0.230575 -0.009689999999999999 -0.088084999999999983 0.14831500000000003 0.0012600000000000003 -0.01137 -0.0092899999999999996 -0.23058999999999999 0.078345000000000012 0.15415000000000004 1.0000000180025095e-35 0.097005000000000022 -0.086775000000000005 -0.122295 -0.085574999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 8 -3 11 -8 14 10 -6 12 -7 -9 -4
right_child=1 2 3 -5 9 6 7 13 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.0133941587279703 -0.013747379487691468 0.015886977788516717 0.013749719242675875 0.020086222188945603 -0.0047983191033638406 -0.0055195541949177524 0.018364896591981299 0.0083706461976271254 0.016402122652804677 0.0070926631402308425 -0.027250867520620423 -0.00075678657936267466 -0.037186357636699134 -0.0039607978819264098 0.00056805705010902366
leaf_weight=53 46 50 61 47 230 65 60 108 72 73 63 84 49 812 1855
leaf_count=53 46 50 61 47 230 65 60 108 72 73 63 84 49 812 1855
internal_value=0 -0.00042892 -0.000259873 0.000714897 0.000327781 -0.00216642 -0.00293339 -0.00123327 0.00154682 -0.00629141 -0.0096288 -0.011344 -0.0191379 -0.0025123 0.000988151
internal_weight=0 3675 3629 2401 2354 1228 1178 980 1988 366 293 198 114 920 1916
internal_count=3728 3675 3629 2401 2354 1228 1178 980 1988 366 293 198 114 920 1916
is_linear=0
shrinkage=0.0995203


Tree=643
num_leaves=14
num_cat=0
split_feature=12 7 0 18 5 2 6 13 3 11 9 27 17
split_gain=0.883948 0.729531 0.899265 2.33859 3.33012 2.89223 4.02823 1.23458 1.2822 1.87418 0.854744 1.71461 1.64715
threshold=-0.089259999999999992 0.093110000000000012 -0.117355 0.10861000000000003 -0.0042299999999999994 -0.08453999999999999 -0.0048649999999999995 0.086115000000000011 0.081225000000000019 -0.079369999999999996 -0.012169999999999999 0.085370000000000015 -0.0069749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 9 -4 12 -12 -10
right_child=1 -3 7 -5 -6 6 -8 -9 10 -11 11 -13 -14
leaf_value=0.01335241189569914 -0.027471288427848059 0.0093985178752662001 0.0028367506716260784 0.015699844804391967 0.015638430770382357 -0.001602421959747952 -0.032919708894138831 0.016078108797603262 -0.0027168553869826046 -0.020483963624553268 0.00014385610896044973 -0.017013220451506272 0.014031888344893556
leaf_weight=47 74 74 64 52 59 303 47 47 111 73 2596 59 122
leaf_count=47 74 74 64 52 59 303 47 47 111 73 2596 59 122
internal_value=0 -0.000382387 -0.000583276 -0.00434874 -0.00650888 -0.00959263 -0.00581023 7.22277e-05 -0.000176188 -0.00958364 0.000269796 -0.000237104 0.00604936
internal_weight=0 3681 3607 535 483 424 350 3072 3025 137 2888 2655 233
internal_count=3728 3681 3607 535 483 424 350 3072 3025 137 2888 2655 233
is_linear=0
shrinkage=0.0995203


Tree=644
num_leaves=22
num_cat=0
split_feature=3 17 6 27 17 3 6 20 8 6 9 9 2 9 0 1 5 8 2 2 17
split_gain=1.21226 2.47135 2.87724 2.67632 1.05194 1.3964 1.28281 0.937121 1.35528 2.48288 4.64869 3.22996 1.17271 3.48974 3.00326 2.6971 2.20617 2.10832 1.15436 1.72007 0.694246
threshold=0.082130000000000022 -0.15802999999999998 -0.040424999999999996 0.087820000000000023 0.50214000000000014 0.096385000000000012 -0.011749999999999998 -0.23803499999999997 1.0000000180025095e-35 -0.03764 0.085525000000000032 0.093175000000000022 -0.079844999999999985 0.082335000000000019 -0.11896 -0.0017949999999999999 -0.11065499999999999 -0.140375 -0.055654999999999996 -0.095204999999999998 -0.033249999999999995
decision_type=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 7 -6 -7 -2 12 18 -11 -12 13 -9 -15 17 -17 -14 19 -10 -4
right_child=4 2 20 -5 5 6 -8 8 9 10 11 -13 15 14 -16 16 -18 -19 -20 -21 -22
leaf_value=-0.014665978090220978 0.010214314389222014 0.012100933342600545 0.014291304693278007 -0.015822322454474163 0.017527650594007297 0.01177528168206326 -0.0080307637667465584 0.021641926160098791 0.0073089921664558659 -0.038698052607053592 0.017346059798602383 -0.013365094035676451 -0.0073338125975094528 -0.025648504469731548 -0.0021150339052774976 0.0023309795398766754 -0.0098180698874480582 0.0083830165849082348 0.013301898652883819 -0.015132829747415172 0.030905255481380636
leaf_weight=46 77 89 46 55 75 57 75 59 73 54 46 129 98 56 1318 349 257 613 62 63 55
leaf_count=46 77 89 46 55 75 57 75 59 73 54 46 129 98 56 1318 349 257 613 62 63 55
internal_value=0 0.00649248 0.0104684 0.00143011 -0.000195344 0.00668337 0.000515646 -0.000633178 -0.000896343 -0.00611276 -0.0131698 -0.00528777 -8.6078e-05 -0.00205656 -0.00307478 0.00205735 -0.00281999 0.00621555 0.00204498 -0.00308083 0.0233466
internal_weight=0 291 245 144 3461 207 132 3254 3177 427 229 175 2750 1433 1374 1317 606 711 198 136 101
internal_count=3752 291 245 144 3461 207 132 3254 3177 427 229 175 2750 1433 1374 1317 606 711 198 136 101
is_linear=0
shrinkage=0.0995203


Tree=645
num_leaves=14
num_cat=0
split_feature=3 17 18 8 17 18 0 20 18 7 0 6 27
split_gain=0.98297 2.00408 3.12046 1.77038 0.852974 2.77087 0.868533 1.23625 1.66072 1.48031 1.89839 0.845311 0.753228
threshold=0.082130000000000022 -0.15802999999999998 -0.013125 -0.012329999999999999 0.50214000000000014 0.038665000000000012 -0.233955 -0.23803499999999997 0.24916000000000005 0.097640000000000018 -0.20796499999999998 -0.011749999999999998 0.087820000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 12 6 11 -2 -8 9 10 -9 -6 -4
right_child=4 2 3 -5 5 -7 7 8 -10 -11 -12 -13 -14
leaf_value=-0.013206417079263776 -0.011303347453765964 0.031066855938384846 0.0039264960286274631 0.018692122017677896 0.0084985909303183539 0.023627547084394733 0.012301511263987291 0.015330774650243044 -0.015159158166759145 -0.017980857209878437 -0.00040208785316626038 -0.0072778035407149496 -0.010931466683239488
leaf_weight=46 73 52 79 55 53 62 75 78 76 46 2906 92 59
leaf_count=46 73 52 79 55 53 62 75 78 76 46 2906 92 59
internal_value=0 0.00584634 0.00942694 0.00359225 -0.000175856 0.00601824 -0.000570139 -0.000323568 -0.000628687 -0.000263956 8.88579e-06 -0.00150561 -0.00241989
internal_weight=0 291 245 193 3461 207 3254 3181 3106 3030 2984 145 138
internal_count=3752 291 245 193 3461 207 3254 3181 3106 3030 2984 145 138
is_linear=0
shrinkage=0.0995203


Tree=646
num_leaves=25
num_cat=0
split_feature=3 2 9 2 1 0 6 0 6 0 26 6 0 8 9 9 1 5 8 30 2 26 1 30
split_gain=0.860865 0.631012 1.9217 1.33209 1.70252 2.05116 2.21848 1.62548 1.42116 3.02299 2.89718 1.27458 1.65531 1.63967 1.95968 1.56337 1.55064 1.84741 1.25917 1.23195 2.58922 2.53009 1.48376 0.663808
threshold=-0.13947499999999999 -0.078289999999999985 0.079525000000000026 -0.078994999999999996 -0.0064949999999999999 -0.090789999999999996 -0.097850000000000006 -0.080434999999999993 0.041585000000000011 -0.071484999999999993 0.08598500000000002 -0.11796999999999999 -0.057604999999999996 1.0000000180025095e-35 0.12652000000000005 -0.084134999999999988 0.27552000000000004 -0.092864999999999989 -0.071594999999999992 0.080210000000000017 -0.0083149999999999995 -0.019129999999999998 0.073820000000000011 0.086935000000000026
decision_type=2 2 2 2 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 8 6 -6 -7 10 -10 -4 12 15 19 -15 23 17 -17 -18 21 -21 -13 -23 -3
right_child=1 11 3 -5 5 7 -8 -9 9 -11 -12 13 -14 14 -16 16 18 -19 -20 20 -22 22 -24 -25
leaf_value=0.010104299768598295 0.015544584331507688 0.00034158972249483203 -0.001630446578917342 -0.015511973355146227 0.011101611159633059 0.018595890968685799 -0.0097021203765079046 5.2501381347291768e-05 -0.0019392136509129882 0.020850472704706691 -0.01659396068647984 0.025311386258161241 -0.02120231147655445 -0.015864647420912138 0.0091526007847437269 -0.029196198718971295 -0.010077072226040982 -0.0014191616636481524 0.010998579546589242 0.0080915967948652339 -0.019739409252847662 0.0025218474168599188 0.013804795158638942 0.016534841358439602
leaf_weight=86 66 47 378 67 79 125 142 75 821 62 194 59 47 91 47 48 50 47 64 71 62 836 134 54
leaf_count=86 66 47 378 67 79 125 142 75 821 62 194 59 47 91 47 48 50 47 64 71 62 836 134 54
internal_value=0 3.09057e-05 -0.00115465 -0.00172231 -0.00122939 0.0043434 -0.00226179 0.0116462 -0.00284242 -0.000338104 -0.00670692 0.00146881 -0.0037973 0.00291559 -0.00733835 -0.00115583 -0.00607121 -0.0154625 0.00174769 0.00413406 -0.0048761 0.00529943 0.00408137 0.00900748
internal_weight=0 3666 2009 1943 1876 421 221 200 1455 883 572 1657 357 1300 138 310 209 95 114 1162 133 1029 970 101
internal_count=3752 3666 2009 1943 1876 421 221 200 1455 883 572 1657 357 1300 138 310 209 95 114 1162 133 1029 970 101
is_linear=0
shrinkage=0.0995203


Tree=647
num_leaves=14
num_cat=0
split_feature=10 21 27 27 10 5 18 2 0 20 20 18 2
split_gain=0.546615 1.38047 0.851074 0.808291 0.737523 1.05961 0.939554 2.42745 2.0415 1.12027 2.33522 2.29714 0.487372
threshold=0.081075000000000022 0.08167000000000002 0.078065000000000023 -0.059829999999999994 0.076235000000000011 -0.54623499999999992 0.11906500000000002 -0.080254999999999993 -0.094389999999999988 -0.015594999999999999 -0.071559999999999999 -0.14734 -0.24163499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 -1 5 -5 9 -8 -9 10 -7 -11 -2
right_child=1 -3 -4 4 -6 6 7 8 -10 11 -12 -13 -14
leaf_value=-0.010418653650707925 0.0035054183255842186 0.019799681473414935 0.012104454072908128 0.014325530901118053 -0.010337802742466023 -0.00077681258807570824 0.021982966752927206 0.019491965718950597 -0.0038497734514207453 0.018331105838419338 -0.012840548004780759 0.00034378851399701431 -0.0096741617997940874
leaf_weight=73 49 49 46 53 65 860 68 46 192 73 195 1919 64
leaf_count=73 49 49 46 53 65 860 68 46 192 73 195 1919 64
internal_value=0 0.00519437 0.000688203 -5.47953e-05 0.000162935 0.000363572 0.000142634 0.00539973 0.000658219 -0.00038505 -0.00300738 0.00100337 -0.00395188
internal_weight=0 208 159 3544 3471 3406 3353 306 238 3047 1055 1992 113
internal_count=3752 208 159 3544 3471 3406 3353 306 238 3047 1055 1992 113
is_linear=0
shrinkage=0.0995203


Tree=648
num_leaves=17
num_cat=0
split_feature=0 3 27 3 3 29 2 8 3 3 27 5 0 8 22 3
split_gain=0.689732 1.61634 1.36366 1.48958 1.27367 1.28755 2.50813 2.40747 2.12904 2.04838 1.22529 5.21404 1.20087 1.23985 1.47684 1.23821
threshold=-0.076439999999999994 0.30793000000000009 -0.01137 0.0040650000000000009 0.081225000000000019 -0.025204999999999998 -0.00070500000000000001 -0.15713999999999997 0.11926500000000002 0.11426500000000002 0.08427500000000003 -0.080119999999999983 -0.074819999999999984 0.11023500000000003 0.078345000000000012 0.14530500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 -4 -5 6 -6 9 -9 -7 12 -12 -2 14 15 -14
right_child=1 -3 3 4 5 7 -8 8 -10 -11 11 -13 13 -15 -16 -17
leaf_value=0.016851377340939121 -0.013001903812150424 -0.019510162872699122 -0.014792348885152028 0.015654521752708875 0.001409423863771672 0.030876218004705438 -0.027099786220352029 -0.0001777768508560456 0.019490164259502837 0.0049706071033221123 0.0085924800737012565 -0.032637283504252088 -0.00016052278567556654 -0.0105555634014219 0.016970328847651043 0.016476304598578372
leaf_weight=52 67 50 61 57 84 47 48 2049 56 85 65 57 772 87 60 47
leaf_count=52 67 50 61 57 84 47 48 2049 56 85 65 57 772 87 60 47
internal_value=0 -0.00199081 0.000900495 0.000566652 0.000953181 0.000599109 -0.00895137 0.00116303 0.000345067 0.0142008 -0.00123168 -0.0106639 -0.00011692 0.000775912 0.00189839 0.000793217
internal_weight=0 1205 2539 2487 2426 2369 132 2237 2105 132 1155 122 1033 966 879 819
internal_count=3744 1205 2539 2487 2426 2369 132 2237 2105 132 1155 122 1033 966 879 819
is_linear=0
shrinkage=0.0995203


Tree=649
num_leaves=12
num_cat=0
split_feature=7 6 7 17 4 1 17 17 6 0 21
split_gain=0.633725 0.775665 0.710186 0.959539 1.85347 1.74451 1.51006 1.45717 1.3516 1.32995 1.1965
threshold=0.099030000000000021 0.18123500000000006 0.080610000000000029 0.27568500000000007 0.082225000000000034 0.0047600000000000012 0.19454500000000005 0.14342500000000005 0.049085000000000011 -0.078664999999999999 0.14680000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 9 7 10 -8 -5 -1
right_child=-2 -3 -4 4 -6 -7 8 -9 -10 -11 -12
leaf_value=0.0009421315433073013 -0.0099240854515672064 -0.0094281274458050349 0.011284187572021081 -0.011867844389756714 -0.023284251261096445 0.013710680004981948 0.023678169849839122 -0.014871004722846314 0.00034485916669566697 0.0020410368825328228 -0.013614800249082633
leaf_weight=2947 63 82 58 144 46 58 53 61 46 129 57
leaf_count=2947 63 82 58 144 46 58 53 61 46 129 57
internal_value=0 0.000142335 0.000360617 0.000181463 -0.00456423 -0.00196018 0.000747185 0.000356166 0.0128447 -0.00529252 0.000665645
internal_weight=0 3681 3599 3541 377 331 3164 3065 99 273 3004
internal_count=3744 3681 3599 3541 377 331 3164 3065 99 273 3004
is_linear=0
shrinkage=0.0995203


Tree=650
num_leaves=11
num_cat=0
split_feature=8 19 17 21 20 20 7 22 3 20
split_gain=0.582834 0.579535 0.997099 0.807893 1.61889 1.45899 1.39552 1.2979 1.25746 0.799478
threshold=0.24853500000000003 0.12170000000000002 0.51326500000000019 -0.085914999999999991 -0.23598 -0.15190499999999998 0.099030000000000021 0.11202000000000002 0.092300000000000021 -0.014534999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 8 -5 -6 7 -7 -1 -3
right_child=-2 2 -4 4 5 6 -8 -9 -10 -11
leaf_value=-0.00042305613759465799 -0.0088296791028539996 -0.0090137492630938676 -0.017182481227861521 -0.015457302738375324 0.017104714210879769 0.00010371906295849959 -0.016527420282798983 0.014206906120441306 0.017586896091210415 0.0077333609181108728
leaf_weight=88 73 55 51 65 51 3120 49 66 68 58
leaf_count=88 73 55 51 65 51 3120 49 66 68 58
internal_value=0 0.00015074 -0.00563127 0.000421361 9.52048e-05 0.000403097 0.000139541 0.000396133 0.00742219 -0.000410643
internal_weight=0 3671 164 3507 3351 3286 3235 3186 156 113
internal_count=3744 3671 164 3507 3351 3286 3235 3186 156 113
is_linear=0
shrinkage=0.0995203


Tree=651
num_leaves=19
num_cat=0
split_feature=0 3 4 4 30 0 3 3 26 5 0 10 3 3 9 9 1 3
split_gain=0.528784 1.23689 1.90535 1.76398 1.56752 1.74631 1.34737 1.22132 3.78547 1.71421 1.09762 1.10283 1.68116 0.976125 1.07683 2.00176 0.93864 0.759137
threshold=-0.076439999999999994 0.30793000000000009 0.13554500000000005 0.10676500000000003 0.086370000000000016 0.019150000000000004 0.083055000000000018 0.094045000000000031 0.082605000000000026 -0.004089999999999999 -0.078289999999999985 0.087870000000000018 0.0040650000000000009 0.081225000000000019 -0.094329999999999997 -0.014225 0.25544500000000009 0.096265000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 6 5 -5 -2 8 -8 -9 11 12 -1 -14 16 -16 -15 -12
right_child=1 -3 -4 4 -6 -7 7 9 -10 -11 17 -13 13 14 15 -17 -18 -19
leaf_value=-0.017343286590809082 0.014062980273073469 -0.017064437911887855 0.013357214808124771 -0.02985857452309627 0.0026673975306927378 -0.0051683160837344057 0.0082129169745606759 0.0082588139375491688 -0.020661820748534915 -0.0028051426555588876 0.015423539547000596 0.015573418029168134 0.013056966076350604 0.0018405633343037606 -0.015657332303349848 0.00019874150895193268 0.020317545854152578 -0.00038879766749727796
leaf_weight=54 59 50 84 60 52 54 77 198 108 463 83 46 59 65 82 2056 47 47
leaf_count=54 59 50 84 60 52 54 77 198 108 463 83 46 59 65 82 2056 47 47
internal_value=0 -0.00173875 -0.0010746 -0.00220727 -0.011638 -0.0181704 -0.000476535 -0.00149149 -0.00863926 0.000507785 0.000792829 0.000311794 1.43524e-05 0.000420646 8.89296e-05 -0.000409013 0.00960161 0.00970048
internal_weight=0 1205 1155 1071 166 114 905 846 185 661 2539 2409 2363 2309 2250 2138 112 130
internal_count=3744 1205 1155 1071 166 114 905 846 185 661 2539 2409 2363 2309 2250 2138 112 130
is_linear=0
shrinkage=0.0995203


Tree=652
num_leaves=8
num_cat=0
split_feature=1 12 11 9 10 7 3
split_gain=1.48679 0.641352 0.674018 1.02221 1.33829 1.017 1.13164
threshold=-0.53140500000000002 0.094205000000000025 -0.14985499999999999 -0.20504500000000001 0.091445000000000026 0.093110000000000012 0.0040650000000000009
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5
right_child=1 -3 3 4 -6 -7 -8
leaf_value=0.014127413571761319 0.0087918545299504706 -0.010501312314582496 -0.01164863751547875 -0.010613643070352785 0.015865190464142417 0.013351600479630278 3.1787580509234919e-05
leaf_weight=75 87 57 74 102 53 55 3252
leaf_count=75 87 57 74 102 53 55 3252
internal_value=0 -2.66496e-05 0.000137921 -7.477e-05 0.000172384 -7.13532e-05 -0.000291711
internal_weight=0 3680 3623 3536 3462 3409 3354
internal_count=3755 3680 3623 3536 3462 3409 3354
is_linear=0
shrinkage=0.0995203


Tree=653
num_leaves=14
num_cat=0
split_feature=1 12 6 0 1 8 6 21 10 26 7 8 1
split_gain=1.20558 0.520052 0.601808 1.38324 1.16072 0.87777 0.800573 0.81661 1.03186 3.15399 1.80563 0.65491 0.415029
threshold=-0.53140500000000002 0.094205000000000025 0.10538000000000002 -0.083995 -0.041095 -0.080224999999999991 0.098855000000000012 -0.096850000000000006 0.077600000000000016 0.082250000000000031 0.077685000000000018 -0.073644999999999988 -0.07002499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 -5 7 -2 10 -10 -9 -8 -7
right_child=1 -3 3 4 -6 12 11 8 9 -11 -12 -13 -14
leaf_value=0.012721450476502503 -0.012783296040432298 -0.0094562203525898943 0.016201966812760191 0.012642322965503902 -0.013258664517446086 -0.0061614935247147644 -0.0013592305077382699 4.0482285638003094e-05 -0.00059669637512359795 0.027627947724226491 -0.018003958969788278 -0.017832535110303839 0.0037500078145122338
leaf_weight=75 49 57 73 75 48 70 50 2855 143 54 56 46 104
leaf_count=75 49 57 73 75 48 70 50 2855 143 54 56 46 104
internal_value=0 -2.39531e-05 0.000124217 0.00392756 0.000907865 0.00364205 -0.000308128 -3.56176e-05 0.000165096 0.00713586 -0.000306364 -0.00926122 -0.000232674
internal_weight=0 3680 3623 370 297 249 3253 3157 3108 197 2911 96 174
internal_count=3755 3680 3623 370 297 249 3253 3157 3108 197 2911 96 174
is_linear=0
shrinkage=0.0995203


Tree=654
num_leaves=15
num_cat=0
split_feature=1 35 27 18 17 4 4 2 9 7 4 8 7 8
split_gain=0.985547 0.582739 0.601288 1.09163 4.67623 1.68533 1.45703 0.747571 1.99698 0.974545 1.17809 1.87417 1.36296 0.60652
threshold=-0.55579999999999996 0.004000000000000001 0.076710000000000014 0.090285000000000018 -0.092649999999999996 0.091750000000000012 0.11230000000000002 -0.15012499999999998 0.092150000000000024 0.078295000000000017 0.13528000000000004 -0.44475499999999996 -0.009689999999999999 0.099175000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 -6 -7 8 -2 10 12 -12 -9 -10
right_child=1 -3 3 -5 5 6 -8 9 13 -11 11 -13 -14 -15
leaf_value=0.014086300199505559 -0.024131746301668276 -0.010990874620299185 0.034273282910958332 -0.0076229733410471765 -0.014243428190870124 0.015959999776336577 -0.0012400763155737608 -0.015903422970628595 0.0084895504276597342 -0.013326548898944732 -0.0033514966304095711 0.022896989959197582 0.00020024032287018336 -0.0069339661212650394
leaf_weight=50 47 47 50 67 56 78 130 53 50 53 51 57 2915 51
leaf_count=50 47 47 50 67 56 78 130 53 50 53 51 57 2915 51
internal_value=0 1.98827e-05 0.000161579 0.00390375 0.00636588 0.00107728 0.00520602 -0.000273254 -0.00718478 5.33961e-05 0.000284201 0.0104943 -8.70495e-05 0.000693333
internal_weight=0 3705 3658 381 314 264 208 3277 148 3129 3076 108 2968 101
internal_count=3755 3705 3658 381 314 264 208 3277 148 3129 3076 108 2968 101
is_linear=0
shrinkage=0.0995203


Tree=655
num_leaves=21
num_cat=0
split_feature=8 8 20 8 9 9 11 5 17 5 17 20 0 6 17 26 6 26 4 0
split_gain=0.464134 2.16306 1.8782 1.85925 1.55993 2.20342 1.4924 1.72861 3.37819 2.10127 1.17547 1.02048 0.975995 0.93766 1.82836 1.66448 1.50804 0.947557 0.66457 0.528198
threshold=-0.084554999999999991 -0.085289999999999991 -0.0070099999999999997 -0.083674999999999986 0.099985000000000018 0.093825000000000033 -0.14985499999999999 -0.025879999999999997 -1.0000000180025095e-35 -0.068984999999999991 -0.00095 -0.20190499999999997 0.15834000000000004 0.09278500000000002 0.51392000000000015 0.098495000000000013 0.090195000000000011 0.09474500000000001 0.08544000000000003 -0.065519999999999981
decision_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 6 -1 9 -9 -8 -2 18 13 14 16 17 -13 -15 -5 -17
right_child=3 2 -4 11 -6 -7 7 8 -10 -11 -12 12 -14 15 -16 19 -18 -19 -20 -21
leaf_value=0.01636109570929193 0.0043078422126110304 -0.0019242614460638753 -0.030231693779545397 -0.018296092445183588 -0.01453555801191034 0.020484424186707446 -0.0022009280343349533 -0.00016266883424704965 0.023000702037698439 -0.019061658598503815 0.024911428229700414 0.00076955266945783309 0.013812300379899519 0.0063890053847579509 -0.018932593136545283 -0.0066526783266651979 -0.012083745456037805 0.020561141361883258 -0.0015361744939233824 0.00414876782773781
leaf_weight=51 61 47 46 46 71 53 529 396 74 85 50 1552 56 191 52 116 96 62 48 73
leaf_count=51 61 47 46 46 71 53 529 396 74 85 50 1552 56 191 52 116 96 62 48 73
internal_value=0 -0.00128814 -0.0159346 0.00101679 -0.000205584 0.000650149 -0.000275313 -0.00105878 0.00348259 -0.0045364 0.0135961 0.000407227 0.000841838 0.000502358 -0.000558935 0.00458611 2.03198e-05 0.00986526 -0.00974655 -0.00247636
internal_weight=0 1352 93 2403 1259 1188 1135 1084 470 614 111 2292 2198 2142 1700 442 1648 253 94 189
internal_count=3755 1352 93 2403 1259 1188 1135 1084 470 614 111 2292 2198 2142 1700 442 1648 253 94 189
is_linear=0
shrinkage=0.0995203


Tree=656
num_leaves=15
num_cat=0
split_feature=0 21 27 0 29 2 10 7 4 7 4 2 0 18
split_gain=0.792073 2.22641 1.73425 1.56711 1.48834 2.82163 2.94711 1.30525 1.17157 2.6445 5.08496 1.71581 2.7496 0.526623
threshold=0.0083400000000000019 0.085190000000000016 -0.032854999999999995 -0.014889999999999999 -1.0000000180025095e-35 -0.069459999999999994 0.086165000000000019 -1.0000000180025095e-35 0.080000000000000029 0.07134500000000002 0.087495000000000031 -0.14091999999999996 -0.14028499999999997 -0.018629999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 7 -2 6 -6 -4 11 10 -10 -9 -13 -7
right_child=1 -3 3 -5 5 13 -8 8 9 -11 -12 12 -14 -15
leaf_value=0.014964091859094641 0.014260992434645318 -0.021592280210992722 0.012160804146828623 0.0163473924755606 0.016486734788522112 -0.010254099595817544 -0.012913920280009195 -0.017199668041279089 -0.037678172210348818 0.011678165817250603 -0.0038450813150387414 0.024483391061726374 0.00042434832549033543 -0.024979112915643965
leaf_weight=80 53 62 83 58 85 51 56 53 48 90 529 48 2377 46
leaf_count=80 53 62 83 58 85 51 56 53 48 90 529 48 2377 46
internal_value=0 -0.00446888 0.000486332 0.000133611 -0.000817778 -0.0041791 0.00480407 -0.000157461 -0.000482814 -0.00418526 -0.00666104 0.000513437 0.000900907 -0.0172455
internal_weight=0 353 3366 3286 291 238 141 3228 3145 667 577 2478 2425 97
internal_count=3719 353 3366 3286 291 238 141 3228 3145 667 577 2478 2425 97
is_linear=0
shrinkage=0.0995203


Tree=657
num_leaves=16
num_cat=0
split_feature=25 10 4 4 7 4 26 27 17 26 1 5 26 17 6
split_gain=0.605244 0.769391 1.14723 0.861847 1.97514 2.03055 1.72433 3.44249 1.65627 0.994819 2.90369 1.29206 2.71725 1.02152 0.784499
threshold=0.083740000000000023 0.09407500000000002 0.15437000000000003 1.0000000180025095e-35 0.020750000000000005 0.088720000000000021 -0.084904999999999994 0.085540000000000019 0.011640000000000003 -0.070694999999999994 -0.066524999999999987 -0.087699999999999986 1.0000000180025095e-35 0.063160000000000022 -0.034094999999999993
decision_type=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 -8 10 -1 13 -13 -11 -12
right_child=-2 -3 -4 4 5 -7 8 -9 -10 11 14 12 -14 -15 -16
leaf_value=0.028709048581914157 0.0088043532108880683 -0.011959816226023535 0.015290885090510487 -0.034936956650080724 -0.0035422447889147846 0.01802445786353148 -0.00069654715265647584 0.00060915575437759046 -0.013350045858615543 0.0084178658497983186 0.0051712056979918777 -0.015840712314370755 -0.0001015382582597353 -0.00096672138449947374 -0.0087671381724583972
leaf_weight=48 76 54 48 52 89 84 569 56 125 290 154 116 1714 190 54
leaf_count=48 76 54 48 52 89 84 569 56 125 290 154 116 1714 190 54
internal_value=0 -0.000168952 8.22527e-06 -0.000198708 -0.00271767 0.00692472 -0.00479865 -0.0164981 -0.00297682 0.000758099 0.00664444 0.000105406 -0.00109966 0.00470143 0.00154866
internal_weight=0 3643 3589 3541 975 173 802 108 694 2566 256 2310 1830 480 208
internal_count=3719 3643 3589 3541 975 173 802 108 694 2566 256 2310 1830 480 208
is_linear=0
shrinkage=0.0995203


Tree=658
num_leaves=11
num_cat=0
split_feature=6 2 6 25 4 3 2 4 6 3
split_gain=0.603393 0.939537 0.819757 1.03493 0.711465 1.10427 3.53403 0.866916 2.33244 1.7198
threshold=-0.48214499999999999 -0.0023849999999999995 -0.46637499999999998 0.083740000000000023 0.14831500000000003 1.0000000180025095e-35 -0.01504 1.0000000180025095e-35 0.097935000000000022 0.14166500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4 9 -9 -7
right_child=2 -3 3 -5 -6 7 -8 8 -10 -11
leaf_value=0.01803126978249751 -0.012029630286665913 -0.0020688906215170864 0.0035788054881736257 0.014363840230070776 0.011586547573390149 0.0004506462640127584 -0.02897154101030517 -0.0046330776060854156 0.015217966250769013 0.016847872900017602
leaf_weight=46 57 46 85 49 50 2507 54 696 64 65
leaf_count=46 57 46 85 49 50 2507 54 696 64 65
internal_value=0 0.0079723 -0.000188948 0 -0.000199788 -0.000369807 -0.00906077 -7.00271e-06 -0.00296033 0.000865358
internal_weight=0 92 3627 3570 3521 3471 139 3332 760 2572
internal_count=3719 92 3627 3570 3521 3471 139 3332 760 2572
is_linear=0
shrinkage=0.0995203


Tree=659
num_leaves=9
num_cat=0
split_feature=0 0 6 6 7 19 1 19
split_gain=0.564566 1.02055 0.862183 0.879688 1.00934 0.674448 1.56616 0.790428
threshold=-0.26289499999999993 -0.23177499999999998 -0.48214499999999999 -0.46637499999999998 -0.073114999999999999 0.11174500000000002 -0.019239999999999997 0.077805000000000027
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 -6
right_child=1 2 3 4 5 6 -8 -9
leaf_value=0.010849924488260014 -0.014107060030645711 0.0098573060845951709 -0.012775853110958638 0.013399403983150503 -0.00024681712381110761 -0.017435510670364907 -3.3201080868630053e-05 0.0057389852987679568
leaf_weight=47 51 87 54 55 2944 73 172 236
leaf_count=47 51 87 54 55 2944 73 172 236
internal_value=0 -0.000127003 6.96734e-05 -0.000171047 2.43098e-05 -0.000190234 -0.00522172 0.000197155
internal_weight=0 3672 3621 3534 3480 3425 245 3180
internal_count=3719 3672 3621 3534 3480 3425 245 3180
is_linear=0
shrinkage=0.0995203


Tree=660
num_leaves=19
num_cat=0
split_feature=17 22 5 9 5 18 5 3 2 3 1 26 2 18 4 2 8 17
split_gain=1.16884 0.692483 0.80335 1.66307 2.47288 1.8943 1.89075 1.37868 1.85651 2.65546 1.5328 1.43553 3.00399 1.13732 1.10581 5.11774 1.12122 1.02425
threshold=-0.57205499999999987 0.13160500000000006 1.0000000180025095e-35 0.082335000000000019 -0.0086449999999999982 -1.0000000180025095e-35 -0.055004999999999991 0.084290000000000018 -0.06717999999999999 0.13977500000000004 -0.14482999999999999 0.091025000000000023 -0.078244999999999995 1.0000000180025095e-35 0.085590000000000013 -0.122295 -0.11550499999999998 -0.10811499999999999
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 -2 -7 -4 11 10 -10 13 -13 -9 16 -16 -5 -18
right_child=1 -3 7 14 -6 6 -8 8 9 -11 -12 12 -14 -15 15 -17 17 -19
leaf_value=-0.015273715842951993 0.018267336150720282 -0.011229989409918949 -0.014571808438022133 0.015029108496046054 0.024005289987836499 0.0031797207672085567 -0.015789750211653287 0.0030386752769598221 -0.0047762548796058246 0.008374137273885595 -0.021151505435602309 -0.016200005757234199 0.0045671246930919515 0.018013841991261138 0.0070263555045663529 -0.030936985371815499 0.0098547640394799855 -0.0010110533707810212
leaf_weight=52 73 56 84 48 62 506 58 377 110 75 117 118 166 58 83 61 91 1538
leaf_count=52 73 56 84 48 62 506 58 377 110 75 117 118 166 58 83 61 91 1538
internal_value=0 -0.000247594 -7.77094e-05 0.000903106 0.00502975 0.00318155 0.00122751 -0.00231524 -0.00130606 -0.00785448 -0.01322 0.00144332 -0.00405859 0.00503725 -0.000680478 -0.00904966 3.76755e-05 -0.000403559
internal_weight=0 3681 3625 2520 699 637 564 1105 1021 302 227 719 284 435 1821 144 1677 1629
internal_count=3733 3681 3625 2520 699 637 564 1105 1021 302 227 719 284 435 1821 144 1677 1629
is_linear=0
shrinkage=0.0995203


Tree=661
num_leaves=15
num_cat=0
split_feature=19 3 3 5 17 21 27 29 29 26 1 5 18 17
split_gain=1.03552 2.12048 1.73342 2.18557 1.57448 0.737989 0.653141 0.872292 0.797886 3.69789 1.30528 0.983478 2.15753 1.65781
threshold=0.10671000000000001 0.087495000000000031 0.10174000000000002 -0.040404999999999996 0.41239500000000012 0.090715000000000032 -0.095019999999999993 -0.11156000000000001 0.0035350000000000004 0.0054200000000000012 -0.52333999999999992 -0.0050400000000000002 -0.089674999999999991 0.0047200000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 5 -4 -3 -1 -8 10 -10 -9 12 -12 -13
right_child=1 2 4 -5 -6 -7 7 8 9 -11 11 13 -14 -15
leaf_value=0.01162958259985955 -0.025080328846396657 -0.01207122271773188 -0.021339187010197855 0.022314142489156703 0.0007665476202309828 0.0047016606525331116 0.012603998926334174 0.01432724226448279 -0.025799603193672214 0.0098977113789764318 0.012068012814026209 -0.0011964627083065674 9.1479024553108241e-05 -0.012927836380154547
leaf_weight=48 48 50 68 48 60 54 53 62 59 56 162 974 1855 136
leaf_count=48 48 50 68 48 60 54 53 62 59 56 162 974 1855 136
internal_value=0 -0.00575214 -0.00243581 0.0047461 -0.0109707 -0.00335436 0.000102621 -6.1953e-05 -0.000265378 -0.00840945 2.80529e-05 -0.0002552 0.00105381 -0.00263456
internal_weight=0 328 280 152 128 104 3405 3357 3304 115 3189 3127 2017 1110
internal_count=3733 328 280 152 128 104 3405 3357 3304 115 3189 3127 2017 1110
is_linear=0
shrinkage=0.0995203


Tree=662
num_leaves=17
num_cat=0
split_feature=17 22 4 0 2 1 1 0 29 5 5 0 0 17 9 9
split_gain=1.01351 0.508042 0.721901 1.69546 1.52497 4.30765 5.45924 1.69619 1.3145 1.95642 4.33347 1.91553 1.72491 1.4517 1.13091 1.95939
threshold=-0.57205499999999987 0.13160500000000006 0.10477500000000002 -0.20796499999999998 0.097285000000000024 0.057265000000000017 -0.139265 -0.16969499999999998 -0.042949999999999995 -0.072535000000000002 0.062500000000000014 -0.1021 -0.021574999999999997 -0.084209999999999993 -0.096659999999999982 -0.012169999999999999
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 6 -6 -2 11 12 -11 -5 -10 -13 -9 -16
right_child=1 -3 3 8 5 -7 -8 14 9 10 -12 13 -14 -15 15 -17
leaf_value=-0.014167534476918217 0.014849768808224039 -0.0095821802574906738 0.019749991554034452 -0.022443420435448107 -0.0025143358449180161 0.013790243763720953 -0.046771151112907174 -0.015503902010418995 0.0041966088935040946 0.038263603791532513 0 -0.014525800147911092 -0.017238283342658426 0.0061071552181971968 0.01182048822499393 -0.00083983092623784886
leaf_weight=52 73 56 55 47 67 52 47 49 178 49 73 47 47 120 127 2594
leaf_count=52 73 56 55 47 67 52 47 49 178 49 73 47 47 120 127 2594
internal_value=0 -0.000175412 -2.98681e-05 0.00307386 -0.000665534 -0.00993743 -0.0207678 -0.000123869 0.00143749 0.00522175 0.0153701 -0.00469484 -0.000277266 0.000295371 -0.000518776 -0.000248622
internal_weight=0 3681 3625 616 3009 166 114 2843 561 347 122 214 225 167 2770 2721
internal_count=3733 3681 3625 616 3009 166 114 2843 561 347 122 214 225 167 2770 2721
is_linear=0
shrinkage=0.0995203


Tree=663
num_leaves=12
num_cat=0
split_feature=17 12 11 4 5 2 18 5 3 4 19
split_gain=0.821816 0.531693 0.464052 1.57268 0.697672 1.63006 5.19842 1.50098 2.62317 1.33288 1.26602
threshold=-0.57205499999999987 0.098385000000000028 -0.16269500000000001 0.13954000000000003 -0.0050400000000000002 0.08814000000000001 -0.089234999999999995 -0.0086449999999999982 0.088285000000000016 0.11724500000000003 0.078495000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 10 -7 9 -9 -4 -6
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 -12
leaf_value=-0.012757578313737543 0.0067564866201473396 0.0099324205004034972 -0.00049354150585230753 -0.013934499277026172 -0.0017865870851819284 0.0052671796145329179 -0.031168259367854757 0.0015694961086679766 0.030340725381771683 0.0091617388031133597 0.0095587925903361411
leaf_weight=52 90 51 1901 84 993 84 72 99 46 153 108
leaf_count=52 90 51 1901 84 993 84 72 99 46 153 108
internal_value=0 -0.000157949 -0.00029994 -0.000479572 -0.000152306 -0.00202274 -0.0115439 0.000916506 0.0107026 0.00022527 -0.000672945
internal_weight=0 3681 3630 3540 3456 1257 156 2199 145 2054 1101
internal_count=3733 3681 3630 3540 3456 1257 156 2199 145 2054 1101
is_linear=0
shrinkage=0.0995203


Tree=664
num_leaves=13
num_cat=0
split_feature=3 18 3 12 12 9 26 26 29 4 9 0
split_gain=0.908221 0.708054 0.545517 2.57837 1.17324 0.994205 2.16622 6.44223 2.01551 1.07289 13.1541 1.9546
threshold=-0.13947499999999999 0.31227500000000008 1.0000000180025095e-35 -0.0088449999999999987 -0.035284999999999997 0.079525000000000026 0.0054200000000000012 0.12336000000000003 0.0035350000000000004 0.079660000000000022 0.091690000000000021 -0.13752999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 8 -8 -6 11 -11 -7
right_child=1 -3 4 -5 5 9 7 -9 -10 10 -12 -13
leaf_value=0.010371139096298023 0.0068708657032865907 0.011276291731164805 -0.015780117082004694 -0.024303749803458948 0.0030621232975069305 0.018767330148811569 0.036855484806644613 -0.0091897720495449278 -0.013542594836052926 -0.053920638464939136 0.0058775226972623907 -0.00055725494326288271
leaf_weight=85 58 54 46 48 618 53 65 56 82 47 162 2366
leaf_count=85 58 54 46 48 618 53 65 56 82 47 162 2366
internal_value=0 -3.48147e-05 -0.000204662 -0.00723822 8.42537e-06 0.000219238 0.00324246 0.0155385 0.00111583 -0.00072492 -0.007566 -0.000133517
internal_weight=0 3655 3601 106 3495 3449 821 121 700 2628 209 2419
internal_count=3740 3655 3601 106 3495 3449 821 121 700 2628 209 2419
is_linear=0
shrinkage=0.0995203


Tree=665
num_leaves=11
num_cat=0
split_feature=12 35 38 6 7 2 8 27 0 19
split_gain=0.74103 0.703379 0.986251 0.836914 3.07846 1.99637 1.08259 0.827098 3.96927 0.980849
threshold=0.098385000000000028 -0.084584999999999994 -0.076799999999999993 -0.25061999999999995 -0.073114999999999999 0.15165000000000003 -0.071594999999999992 0.078330000000000025 -0.059114999999999994 0.10861000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4 9 -9 -6
right_child=-2 2 3 4 7 -7 -8 8 -10 -11
leaf_value=-0.012212597915935208 0.012095580722520437 0.012933597258248813 -0.01011019821964533 0.025090576587684321 5.7387821819501073e-05 -0.023076115534357473 0.0072838560073351447 -0.00087509215391358701 0.030240320491969258 -0.0063074937860303614
leaf_weight=46 51 59 63 49 2827 52 81 199 51 262
leaf_count=46 51 59 63 49 2827 52 81 199 51 262
internal_value=0 1.64815e-05 0.000171122 -3.87459e-05 0.000326808 -0.00636178 -0.000320359 -3.63568e-05 0.00546918 -0.000482198
internal_weight=0 3689 3643 3584 3388 196 144 3339 250 3089
internal_count=3740 3689 3643 3584 3388 196 144 3339 250 3089
is_linear=0
shrinkage=0.0995203


Tree=666
num_leaves=11
num_cat=0
split_feature=11 1 3 3 3 19 3 27 27 4
split_gain=0.784137 0.683569 0.640125 0.897821 0.561803 2.1602 1.97347 1.36767 2.58237 0.96018
threshold=0.083750000000000033 -0.53140500000000002 0.31589000000000006 0.17152000000000003 0.084380000000000024 0.078495000000000023 0.084065000000000015 0.083650000000000016 0.093000000000000013 0.094995000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 9 -9 -6
right_child=-2 2 -4 -5 7 -7 -8 8 -10 -11
leaf_value=0.0094525346824506327 0.011746751172314411 0.0019802016391588027 -0.01150749740962289 0.013758859543893474 0.00037045722536732439 -0.023776006779911242 -0.018644564643546992 0.021764939169469266 -0.00085063693332308797 -0.0049552856881996668
leaf_weight=74 57 308 49 46 2508 47 54 82 128 387
leaf_count=74 57 308 49 46 2508 47 54 82 128 387
internal_value=0 -1.56873e-05 -0.000210053 -5.43248e-05 -0.000235379 -0.00370264 -0.00109416 0.000221075 0.00797631 -0.000341199
internal_weight=0 3683 3609 3560 3514 409 362 3105 210 2895
internal_count=3740 3683 3609 3560 3514 409 362 3105 210 2895
is_linear=0
shrinkage=0.0995203


Tree=667
num_leaves=10
num_cat=0
split_feature=11 12 3 10 6 3 3 27 10
split_gain=0.673625 1.11726 0.929907 0.771797 0.969355 1.3058 1.56634 0.797075 0.824872
threshold=-0.40069499999999997 0.098385000000000028 0.17152000000000003 0.092225000000000015 -0.40707999999999994 0.13977500000000004 0.09482500000000002 -0.086859999999999993 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -6 -9
right_child=1 -3 -4 -5 7 -7 -8 8 -10
leaf_value=-0.011821359054630758 -0.015728064873113269 0.015224102171873751 0.012707213539715184 0.011815450998973498 -0.011580380827013573 -0.021516511388846426 0.0071337560642976165 0.00057252999159003535 -0.008433101603155151
leaf_weight=46 50 49 57 53 57 48 73 3203 104
leaf_count=46 50 49 57 53 57 48 73 3203 104
internal_value=0 0.000296364 9.54645e-05 -0.000104661 -0.000283611 -0.00759317 -0.00215301 8.77084e-05 0.000289069
internal_weight=0 3694 3645 3588 3535 171 123 3364 3307
internal_count=3740 3694 3645 3588 3535 171 123 3364 3307
is_linear=0
shrinkage=0.0995203


Tree=668
num_leaves=23
num_cat=0
split_feature=12 9 9 17 18 17 26 3 3 3 9 26 8 3 18 8 8 17 2 17 2 26
split_gain=0.648503 0.777693 2.14665 1.48555 2.03305 1.34388 1.06504 1.70698 1.40752 1.35972 1.34121 1.28373 1.26585 1.22141 1.92587 1.40254 0.99607 0.954538 1.90935 1.61534 0.81523 1.385
threshold=0.094205000000000025 0.094085000000000016 0.093175000000000022 -0.53299999999999992 -0.019539999999999998 -0.47196999999999995 0.11215000000000001 0.10341500000000002 0.11225500000000002 0.10871500000000002 0.10744000000000002 0.096155000000000018 -0.065539999999999987 0.097880000000000023 0.091725000000000015 -0.072559999999999999 0.0044850000000000011 0.016900000000000005 -0.14531999999999998 0.097480000000000025 -0.063744999999999982 0.15583500000000003
decision_type=2 2 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 -5 7 13 9 -9 12 16 -8 14 15 -3 -10 18 -7 -19 -12 -22
right_child=-2 6 -4 5 -6 17 10 8 11 -11 20 -13 -14 -15 -16 -17 -18 19 -20 -21 21 -23
leaf_value=0.00077622591542712989 -0.010216438122151224 0.009715843469289635 -0.016419874729636626 -0.014112595271396135 0.026079676396675598 0.014619072553985967 -0.00025953991641768494 0.00036304429334752691 0.016723448861160943 -0.021448135320066567 0.014004935018203732 -0.0090842307692742558 -0.021157333504490377 0.021257823320682549 0.023782744998107515 -0.011697254099649045 0.0012235071558744607 -0.011786841270195575 -5.6060400849201077e-06 -0.00064620968193906318 -0.01167151764727312 0.010839960358006969
leaf_weight=88 62 66 84 73 49 93 58 71 87 47 50 48 57 82 46 56 78 178 1792 468 59 50
leaf_count=88 62 66 84 73 49 93 58 71 87 47 50 48 57 82 46 56 78 178 1792 468 59 50
internal_value=0 4.69959e-05 -0.000748691 -0.000268137 0.00983235 -0.000799852 0.00267698 0.00508955 0.000398924 -0.00831753 -0.00243575 0.0052316 -0.0106247 0.0112967 0.0064298 -0.00010641 0.00940117 -0.000415557 0.000715496 -0.00371719 0.00348192 -0.00133764
internal_weight=0 3680 2825 2741 137 2604 855 581 331 118 274 213 115 250 168 122 165 2531 1885 646 159 109
internal_count=3742 3680 2825 2741 137 2604 855 581 331 118 274 213 115 250 168 122 165 2531 1885 646 159 109
is_linear=0
shrinkage=0.0995203


Tree=669
num_leaves=20
num_cat=0
split_feature=12 26 18 6 26 5 20 8 18 18 26 18 8 3 4 3 18 17 20
split_gain=0.525847 0.45347 2.19643 1.91235 1.72478 1.5614 1.13659 1.36698 2.16708 2.52098 1.11551 0.926305 0.831516 0.804326 0.68302 0.925076 0.933016 2.22425 1.00484
threshold=0.094205000000000025 0.094025000000000011 -0.080814999999999984 -0.040424999999999996 0.092385000000000023 -0.004089999999999999 -0.068114999999999995 -0.073999999999999996 0.11570500000000002 0.044095000000000009 0.097910000000000011 0.10085500000000001 -0.055085000000000002 0.10377500000000002 0.14754500000000006 -0.025279999999999997 0.12892000000000003 0.059130000000000009 -0.14946999999999996
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 14 -6 -4 8 9 -8 -3 13 -13 -9 15 -1 18 -18 -17
right_child=-2 2 6 -5 5 -7 7 11 -10 -11 -12 12 -14 -15 -16 16 17 -19 -20
leaf_value=0.01316202200425442 -0.0091996959569531096 0.014923602837240027 0.011527031764398211 0.027715422200319417 -0.0013317538589160108 -0.026614969207114987 0.0022709466804274481 -0.014461392387800647 -0.014332530620160072 0.02877873788331527 -0.0063093550556158375 -0.0068812076360236828 0.0078723459090962126 -0.00039348650487373599 -0.010592000199763623 -0.010074527377080427 -0.0037438339931030549 0.022193093035619699 -0.00012928518993510568
leaf_weight=53 62 50 71 55 50 47 146 138 51 47 48 81 71 57 60 105 72 60 2418
leaf_count=53 62 50 71 55 50 47 146 138 51 47 48 81 71 57 60 105 72 60 2418
internal_value=0 4.22967e-05 0.00211381 0.0128607 -0.000546697 -0.0135908 -0.000368737 -0.00179923 0.00390656 0.00873046 0.00451544 -0.00581372 4.86948e-06 -0.0103534 -8.92913e-05 0.000143111 -0.000116469 0.00803948 -0.000543502
internal_weight=0 3680 815 153 2865 97 662 591 244 193 98 347 152 195 2768 2708 2655 132 2523
internal_count=3742 3680 815 153 2865 97 662 591 244 193 98 347 152 195 2768 2708 2655 132 2523
is_linear=0
shrinkage=0.0995203


Tree=670
num_leaves=9
num_cat=0
split_feature=11 11 11 7 20 0 35 3
split_gain=0.512523 0.658477 1.10814 0.697382 0.555925 1.69904 1.13183 0.997182
threshold=-0.40069499999999997 -0.16269500000000001 -0.088219999999999993 -0.14493999999999999 -0.16295499999999999 -0.08269 -0.083194999999999991 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6 -8
right_child=1 2 3 4 6 -7 7 -9
leaf_value=-0.010426723680243883 0.011261615979835831 -0.014990795898240022 0.011301442710412963 0.0034165087258722091 0.015303893687705393 -0.02164986616286086 -0.01060297831232674 0.00019129095408033648
leaf_weight=47 51 49 54 64 48 46 87 3296
leaf_count=47 51 49 54 64 48 46 87 3296
internal_value=0 3.14682e-05 -0.00012548 7.69073e-05 -9.4035e-05 -0.00705836 0.000129007 -8.60615e-05
internal_weight=0 3695 3644 3595 3541 110 3431 3383
internal_count=3742 3695 3644 3595 3541 110 3431 3383
is_linear=0
shrinkage=0.0995203


Tree=671
num_leaves=26
num_cat=0
split_feature=8 18 6 8 9 3 6 17 8 5 8 3 8 8 3 29 18 8 8 5 18 3 17 2 18
split_gain=0.46225 2.62189 1.65734 2.38966 1.86484 3.09962 2.08574 1.83687 1.65215 1.52965 1.49966 1.92455 1.48934 1.1127 1.02737 0.977653 1.23233 1.53852 2.7022 1.97998 1.5338 6.45522 1.56621 0.733358 1.37629
threshold=-0.087444999999999995 -0.099739999999999995 0.085845000000000019 -0.092299999999999993 -0.094329999999999997 0.09049500000000002 -1.0000000180025095e-35 0.060860000000000011 -0.086914999999999992 -0.086109999999999992 -0.090274999999999994 0.089165000000000022 -0.44475499999999996 -0.086304999999999993 0.083875000000000019 0.099300000000000013 -0.046804999999999992 -0.01187 -0.073644999999999988 0.27287000000000011 0.089020000000000016 0.086775000000000033 -0.53299999999999992 -0.080604999999999996 -0.010694999999999998
decision_type=2 2 2 2 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 14 -7 9 -2 -4 -5 -12 -3 -10 -6 16 17 18 -15 -19 22 -22 -18 24 -11
right_child=8 2 7 10 5 6 -8 -9 13 23 11 -13 -14 15 -16 -17 20 19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.020761446423053213 0.015895212188905071 -0.00069132266022210785 0.020532139575900259 -0.028199413818801061 -0.0016681302576088178 -0.0075565331097117456 -0.030360714814590739 -0.011143308406335199 -0.012476688957759632 0.010698937544654943 -0.018574409690148161 0.0070213483357831254 0.020863841758713492 -0.0024304942148296793 0.017006121954849664 -0.013710996598613905 0.022359437378804796 -0.013366101481434731 0.011965938438889493 0.0013660924761696672 -0.034959303420078643 0.0020048859817831961 0.0040856562584842869 0.012141865727140282 -0.012017587274325637
leaf_weight=48 68 79 64 61 62 169 52 68 67 46 79 46 53 558 55 47 49 209 168 159 52 467 903 51 62
leaf_count=48 68 79 64 61 62 169 52 68 67 46 79 46 53 558 55 47 49 209 168 159 52 467 903 51 62
internal_value=0 -0.00192777 -0.00307867 -0.00585203 -0.00207138 -0.00599029 -0.0129259 0.00317048 0.000575767 0.00753889 -0.0154009 -0.00914862 0.00795721 0.000186614 0.00710337 0.000511752 0.000772683 -0.00175633 0.000899785 -0.00699861 0.0026541 -0.00169708 0.00502708 0.00230375 -0.00233445
internal_weight=0 995 947 656 470 338 221 291 2747 223 186 125 132 2679 117 2612 2565 1094 726 368 1471 519 952 159 108
internal_count=3742 995 947 656 470 338 221 291 2747 223 186 125 132 2679 117 2612 2565 1094 726 368 1471 519 952 159 108
is_linear=0
shrinkage=0.0995203


Tree=672
num_leaves=15
num_cat=0
split_feature=19 17 17 17 17 17 26 2 9 19 0 18 0 8
split_gain=0.650758 1.65579 0.944149 0.867393 1.05566 0.831631 0.641006 1.0303 0.847696 2.1602 1.31013 1.58796 1.23296 1.09918
threshold=0.10861000000000003 -0.15802999999999998 -0.0077549999999999997 0.41580500000000009 0.51392000000000015 -0.56368999999999991 0.15583500000000003 -0.057419999999999999 0.11690000000000002 -0.071824999999999986 -0.060094999999999996 0.0020050000000000003 -0.071484999999999993 -0.062834999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 -1 8 -8 9 -7 12 -12 -11 -10
right_child=1 2 3 4 -6 6 7 -9 13 10 11 -13 -14 -15
leaf_value=0.011771029124343739 -0.020351587647537694 0.011861081561520565 -0.011175805087051072 0.010985026948854858 -0.0070972622517970138 0.017931799830610762 -0.002123330564633116 0.016739481685378435 0.0025013120650048404 0.0004775739868203602 -0.0078842270791745252 0.0049498796476899467 0.0082391217001634379 -0.015670208826160076
leaf_weight=67 51 48 88 62 66 70 54 61 60 2337 359 130 222 73
leaf_count=67 51 48 88 62 66 70 54 61 60 2337 359 130 222 73
internal_value=0 -0.00393466 -0.000760105 -0.0035686 0.00165495 0.000791485 0.000572694 0.00787505 0.000314131 0.000646275 0.000249029 -0.00447062 0.00115123 -0.00746638
internal_weight=0 315 264 216 128 3433 3366 115 3251 3118 3048 489 2559 133
internal_count=3748 315 264 216 128 3433 3366 115 3251 3118 3048 489 2559 133
is_linear=0
shrinkage=0.0995203


Tree=673
num_leaves=16
num_cat=0
split_feature=19 2 2 19 17 26 3 0 1 26 38 7 0 0 20
split_gain=0.534524 1.95531 1.52896 1.18775 0.843994 0.686065 0.530201 2.35513 1.96687 2.96524 0.911663 0.828751 0.930413 0.819387 0.954368
threshold=0.11174500000000002 -0.084869999999999987 -0.079149999999999984 0.13496500000000003 -0.5696199999999999 0.087575000000000028 0.080495000000000025 -0.098749999999999991 0.50996500000000011 -0.051374999999999997 -0.081654999999999991 0.081390000000000018 -0.23177499999999998 -0.229625 0.10971000000000002
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 7 -6 9 10 -9 12 -8 -14 -15
right_child=1 2 3 -5 6 -7 11 8 -10 -11 -12 -13 13 14 -16
leaf_value=0.012916515856070969 -0.020466809071707261 0.016497178175045677 -0.0030491213440106578 0.005523119850646508 0.025245220257719272 -0.020080648209691444 -0.0098499100751378958 -0.004820106687073689 0.016840444576142262 -0.024754917012778623 0.014879088917558535 -0.0093766551049112145 0.013745871453547356 0.00080249381585155801 -0.010085351637878949
leaf_weight=55 56 46 48 73 46 46 85 47 52 52 46 88 47 2879 82
leaf_count=55 56 46 48 73 46 46 85 47 52 52 46 88 47 2879 82
internal_value=0 -0.00391878 0.000428036 -0.0039933 0.000685565 -0.0113924 0.000488858 0.00496964 0.000231076 -0.00571975 0.00491478 0.00014631 0.000417516 0.000707925 0.000500696
internal_weight=0 269 213 167 3479 94 3424 243 197 145 93 3181 3093 3008 2961
internal_count=3748 269 213 167 3479 94 3424 243 197 145 93 3181 3093 3008 2961
is_linear=0
shrinkage=0.0995203


Tree=674
num_leaves=17
num_cat=0
split_feature=20 2 19 20 9 21 6 18 2 0 2 9 21 18 7 18
split_gain=0.513027 0.849659 0.768126 3.35051 2.4856 0.659199 2.10927 1.81719 1.43975 1.75427 1.77354 1.41792 1.30191 0.781832 0.928665 0.541216
threshold=0.13407000000000005 0.0066850000000000008 0.11174500000000002 -0.011659999999999998 0.089255000000000015 0.095695000000000016 0.004915000000000001 0.16375000000000003 -0.081804999999999989 -0.062294999999999996 -0.075609999999999997 0.091885000000000022 0.092775000000000024 0.11715500000000002 0.083320000000000019 0.13881000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 7 8 12 11 10 -10 -7 13 14 -1 -6
right_child=1 -3 3 -5 15 6 -8 -9 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0010690424965094064 -0.00054538641586726936 0.016147005429929709 0.021957678651523812 -0.02380568563027893 0.00060195972950246126 0.00057993075949842648 -0.019469629465529496 0.018244136113389171 -0.016508035246506767 0.011402026423349037 -0.00096421442342411101 0.021665396072658258 0.014439962856702238 -0.0087237347749421889 -0.0091645021445883931 -0.01320545110924814
leaf_weight=2510 70 53 46 69 64 86 65 60 115 64 198 50 67 90 91 50
leaf_count=2510 70 53 46 69 64 86 65 60 115 64 198 50 67 90 91 50
internal_value=0 0.00664062 0.000104838 -0.00547366 0.00242692 0.00048125 -0.00257988 0.00110941 -0.000438259 -0.00360639 -0.00667782 0.00833796 0.000736349 0.000394854 0.000710691 -0.00544674
internal_weight=0 123 3625 229 160 3396 578 2818 513 377 313 136 2758 2691 2601 114
internal_count=3748 123 3625 229 160 3396 578 2818 513 377 313 136 2758 2691 2601 114
is_linear=0
shrinkage=0.0995203


Tree=675
num_leaves=18
num_cat=0
split_feature=3 12 5 5 20 19 20 5 3 21 2 3 3 4 3 21 29
split_gain=0.463608 1.36268 0.834807 1.0145 0.817624 0.815628 1.39919 1.75057 1.01431 0.734872 0.691429 0.64027 2.99124 2.57419 1.90405 1.31961 1.47529
threshold=-0.0043349999999999994 -0.035284999999999997 -0.0060949999999999997 -0.40939500000000001 0.13407000000000005 0.10861000000000003 -0.012149999999999999 -0.06515 0.099655000000000021 0.09360000000000003 0.0066850000000000008 0.12323500000000003 0.13547000000000003 0.097005000000000022 0.14721500000000004 0.12487500000000003 0.0035350000000000004
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 11 8 -8 9 -7 -6 15 13 -13 -14 16 -3
right_child=1 4 -4 -5 10 6 7 -9 -10 -11 -12 12 14 -15 -16 -17 -18
leaf_value=0.0026375637398538755 -0.015225011769861652 0.00061582855764696952 -0.0051271825465473118 0.021040873628496756 0.0016654297127012771 -0.0011064414666893741 -0.00070879540598935305 -0.027502079570432311 -0.0089649488258535109 0.015790372492249995 0.017355177557970891 0.0038172202676420718 -0.012500736341727832 0.035973407125102115 0.0058098408744960911 -0.016385687383790974 -0.014673092221952608
leaf_weight=78 57 2681 54 48 63 57 46 51 72 46 50 52 94 47 140 48 64
leaf_count=78 57 2681 54 48 63 57 46 51 72 46 50 52 94 47 140 48 64
internal_value=0 3.89069e-05 0.00521569 0.00965485 0.000286945 9.75449e-06 -0.00521704 -0.0148044 9.24381e-05 0.00643176 0.00861504 0.000464811 0.00458971 0.0190916 -0.00154219 -2.66939e-05 0.000259067
internal_weight=0 3568 180 126 3511 3398 272 97 175 103 113 3126 333 99 234 2793 2745
internal_count=3748 3568 180 126 3511 3398 272 97 175 103 113 3126 333 99 234 2793 2745
is_linear=0
shrinkage=0.0995203


Tree=676
num_leaves=19
num_cat=0
split_feature=11 8 8 8 18 17 20 8 0 9 0 8 20 18 4 20 21 9
split_gain=0.621419 0.578689 1.97577 1.7658 1.52762 1.3145 1.28578 1.2272 2.75109 1.21134 1.10384 2.18505 1.93105 1.06296 1.05155 1.19159 1.21539 1.07269
threshold=-0.40069499999999997 -0.084554999999999991 -0.085289999999999991 -0.083674999999999986 -0.099739999999999995 -0.0023699999999999997 -0.0073549999999999996 -0.087245000000000003 -0.086855000000000002 0.083955000000000016 -0.084154999999999994 -0.39070999999999995 -0.042414999999999994 0.24916000000000005 0.13584500000000002 -0.14091999999999996 -0.012349999999999998 0.090400000000000022
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 -2 -3 -4 10 -9 -10 12 -12 -6 14 15 17 -17 -5
right_child=1 3 6 13 7 -7 -8 8 9 -11 11 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.011669777262383841 0.013956348752179602 0.0031560905225602297 -0.0041063603641574064 -0.016553338247309615 -0.0085205080666082064 0.025527489779378593 -0.027660836870032093 -0.0081307756663986271 0.027150532443251163 0.0067868676256103997 0.00543148971754064 -0.014079767644610559 0.0027669368484150034 -0.012879783588578228 0.012208239143053492 -0.0074636327514327099 0.0014490909047809228 0.0026405876723426622
leaf_weight=47 66 57 46 77 224 48 46 87 49 71 80 196 455 60 74 165 1855 46
leaf_count=47 66 57 46 77 224 48 46 87 49 71 80 196 455 60 74 165 1855 46
internal_value=0 -0.000153522 -0.00182518 0.000772495 -0.000770611 0.0133908 -0.0158925 -0.00160779 0.00533752 0.0151089 -0.00311407 -0.00842136 -0.000955551 0.000190262 0.000544354 0.000141206 0.000720666 -0.00936847
internal_weight=0 3702 1320 2382 1228 105 92 1162 207 120 955 276 679 2277 2217 2143 2020 123
internal_count=3749 3702 1320 2382 1228 105 92 1162 207 120 955 276 679 2277 2217 2143 2020 123
is_linear=0
shrinkage=0.0995203


Tree=677
num_leaves=13
num_cat=0
split_feature=9 9 9 26 29 27 21 26 21 26 17 17
split_gain=0.554918 0.762118 1.16757 0.799107 0.723829 0.799556 0.645899 2.25098 2.0928 0.619763 0.882082 0.682748
threshold=0.23438500000000004 0.11007500000000002 0.11351500000000002 0.29612500000000008 -0.085824999999999999 0.10705500000000003 0.11280000000000003 0.095150000000000026 0.10900500000000002 0.15583500000000003 -0.036600000000000001 0.0021900000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 8 -8 -6 10 -4 -12
right_child=-2 2 9 -5 5 -7 7 -9 -10 -11 11 -13
leaf_value=0.011102574307842773 -0.011132020359427397 0.018264837416334549 -0.0126107036962046 -0.012313477591686066 -0.00041865790610314896 -0.012638474287671279 -0.00025811854522899346 0.021148344445617053 -0.02115757126277644 0.010676745178769886 0.012222782446484091 -0.0043865468868702672
leaf_weight=54 46 53 49 56 2935 53 240 61 49 55 48 50
leaf_count=54 46 53 49 56 2935 53 240 61 49 55 48 50
internal_value=0 -0.000133231 0.00511647 -0.000521715 -0.000326798 -0.000511941 -0.000316043 0.00407735 -0.000759484 0.0016626 -0.00170448 0.00374028
internal_weight=0 3703 255 3448 3392 3338 3285 301 2984 202 147 98
internal_count=3749 3703 255 3448 3392 3338 3285 301 2984 202 147 98
is_linear=0
shrinkage=0.0995203


Tree=678
num_leaves=32
num_cat=0
split_feature=18 18 26 3 8 18 8 8 18 18 18 11 0 26 21 0 1 26 3 30 8 26 3 0 17 18 9 6 3 26 9
split_gain=0.531468 2.33751 2.77123 2.23768 4.83372 2.46086 2.68522 1.38215 2.57236 1.33197 2.11 1.62391 3.13922 1.25179 1.61116 2.38671 2.21544 1.24057 1.12296 1.11338 1.50232 2.27473 0.977219 3.05169 3.00828 1.71823 1.09234 1.65105 0.907254 0.829566 0.705933
threshold=0.089020000000000016 0.082540000000000016 0.087865000000000013 0.086775000000000033 -0.084129999999999996 0.093865000000000018 -0.052214999999999998 -0.081234999999999988 -0.14734 -0.019539999999999998 -0.026374999999999999 -0.087979999999999989 -0.0083449999999999983 -0.025024999999999999 -0.032929999999999994 -0.23058999999999999 -0.000195 0.11861500000000001 0.088685000000000028 0.10000000000000002 -0.013304999999999999 -0.13924499999999998 0.10174000000000002 -0.069569999999999993 -0.15450999999999998 0.13881000000000002 0.093235000000000026 0.091795000000000015 0.09482500000000002 1.0000000180025095e-35 0.097200000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 4 -2 6 -5 8 -1 10 18 -11 -13 19 16 -16 -15 -17 -10 20 -9 -22 23 26 -24 30 27 -7 -28 -3 -26
right_child=3 2 -4 5 -6 22 -8 13 9 11 -12 12 -14 14 15 17 -18 -19 -20 -21 21 -23 24 -25 25 -27 28 -29 -30 -31 -32
leaf_value=0.019025481573164631 0.00048210420009616741 0.012940282717852471 0.032850929217041205 -0.026302707857403882 -0.040381401641880102 0.0036697659858297101 0.0025712235993601302 0.011206188246873939 -0.0015172908055026463 -0.01824240641997936 -0.028061466565440677 -0.0016244985473955961 0.024455679903762559 0.0067560799933404133 0.024811812394266285 0.0048221747764184636 -0.021247553785440902 -0.0077302460303221732 -0.012284497533444932 -0.017473332505073904 0.0049182840087264122 -0.012789108466436296 -0.019464806597128546 0.029587157464744083 0.021315785762772529 -0.0066457147222222374 0.018144085190620426 -0.018137514182551724 3.7146640554633346e-06 -0.0050348240990916397 0.0047284555337188438
leaf_weight=52 76 48 46 68 46 110 60 78 255 51 46 681 49 54 56 832 58 86 154 46 137 151 71 47 52 75 59 50 51 54 50
leaf_count=52 76 48 46 68 46 110 60 78 255 51 46 681 49 54 56 832 58 86 154 46 137 151 71 47 52 75 59 50 51 54 50
internal_value=0 0.000382534 0.0125703 -0.00249011 -0.0149187 -0.000300919 -0.0127617 -0.000264617 -0.00265542 -0.00356822 -0.00784877 -0.00107339 0.000124969 0.00179048 0.00356278 0.00486315 -0.0077385 0.00364535 -0.00557345 -0.00287918 -0.00104271 -0.00436296 0.0025206 0.00618209 -0.00215632 0.00478201 0.00210484 -0.0031399 0.009741 0.00341603 0.0131928
internal_weight=0 2934 148 815 122 693 128 2786 1288 1236 455 781 730 1498 1086 974 112 918 409 412 366 288 565 317 248 177 270 160 110 102 102
internal_count=3749 2934 148 815 122 693 128 2786 1288 1236 455 781 730 1498 1086 974 112 918 409 412 366 288 565 317 248 177 270 160 110 102 102
is_linear=0
shrinkage=0.0995203


Tree=679
num_leaves=13
num_cat=0
split_feature=2 2 2 1 17 26 29 0 17 9 11 11
split_gain=0.550743 1.4775 1.26396 1.81197 1.07097 0.639954 0.885556 0.989486 0.954307 0.942507 0.655361 0.960412
threshold=0.14685000000000001 0.12875500000000004 0.30629500000000009 0.0099250000000000015 -0.059294999999999994 0.50635500000000022 0.0035350000000000004 0.12461500000000002 -0.011514999999999999 0.093705000000000024 -0.16980999999999999 -0.086319999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 6 7 10 -8 -9 -1 -12
right_child=2 -3 3 -5 -6 -7 8 9 -10 -11 11 -13
leaf_value=-0.011996606842126344 -0.017773233444093203 0.017437667122389568 -0.0024897615183997212 -0.011397262554531058 0.018438661623268363 0.010132370915136961 -0.00073882657703995016 0.018645836931526209 -0.019065716514885676 -0.00050418345796147479 0.012208445878124335 -0.00040197000782205982
leaf_weight=47 57 48 46 85 51 59 63 54 51 48 61 3079
leaf_count=47 57 48 46 85 51 59 63 54 51 48 61 3079
internal_value=0 9.69139e-05 -0.00484024 -0.000785299 0.00850541 -0.000143276 -0.000321673 -2.25344e-05 -0.00894488 0.00962604 -0.000331594 -0.00015673
internal_weight=0 3510 239 182 97 3462 3403 3289 114 102 3187 3140
internal_count=3749 3510 239 182 97 3462 3403 3289 114 102 3187 3140
is_linear=0
shrinkage=0.0995203


Tree=680
num_leaves=10
num_cat=0
split_feature=29 4 8 4 8 4 29 8 10
split_gain=0.641895 0.839097 1.21825 1.83982 1.05929 1.65869 0.855162 1.64206 0.782349
threshold=0.12669500000000003 0.13528000000000004 -0.51030999999999993 0.13146500000000003 -0.0073049999999999999 0.14754500000000006 0.0050600000000000011 -0.41646 0.092225000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -3 7 -4 -9
right_child=-2 4 3 -5 -6 -7 -8 8 -10
leaf_value=0.015857549484161938 -0.01117222670017229 0.010932305190853066 -0.018528251428733825 -0.019829412651101736 0.019685879927502137 -0.010926945726554322 0.0099130123365736601 -0.00017617045991398633 0.012493881993388184
leaf_weight=47 49 89 48 47 47 56 84 3234 49
leaf_count=47 49 89 48 47 47 56 84 3234 49
internal_value=0 0.00029328 -5.70125e-05 -0.000273305 0.0066995 0.00248447 -3.9178e-06 -0.000254245 1.26856e-05
internal_weight=0 3701 3509 3462 192 145 3415 3331 3283
internal_count=3750 3701 3509 3462 192 145 3415 3331 3283
is_linear=0
shrinkage=0.0995203


Tree=681
num_leaves=11
num_cat=0
split_feature=36 8 11 4 3 0 21 9 21 21
split_gain=0.521106 1.42999 1.28188 1.66738 0.758249 0.832435 0.768018 1.89116 1.14474 1.10397
threshold=0.084475000000000022 -0.080445000000000003 -0.015740000000000001 0.13744000000000003 0.15537500000000004 0.13167000000000004 -0.085914999999999991 0.086315000000000017 -0.084574999999999997 -0.072824999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -4 -8 -10
right_child=1 -3 4 -5 -6 -7 8 -9 9 -11
leaf_value=-0.025124415883479297 0.019120524462225629 -0.0020709444455531485 0.016911108755661895 0.00087222576636739133 0.011309440766892769 0.010539717466548233 -0.015950677209969504 -0.0049637420441288821 0.01031996992413467 -0.0006277962772997111
leaf_weight=46 52 80 83 52 60 73 47 74 94 3089
leaf_count=46 52 80 83 52 60 73 47 74 94 3089
internal_value=0 0.00627101 -9.4894e-05 -0.0113219 0.000217445 2.48611e-05 -0.000201524 0.00659546 -0.000532157 -0.000304231
internal_weight=0 132 3618 98 3520 3460 3387 157 3230 3183
internal_count=3750 132 3618 98 3520 3460 3387 157 3230 3183
is_linear=0
shrinkage=0.0995203


Tree=682
num_leaves=9
num_cat=0
split_feature=20 21 38 21 0 0 18 8
split_gain=0.501623 1.00328 1.23715 1.25581 1.14375 2.05952 0.786839 0.411534
threshold=-0.23803499999999997 -0.096850000000000006 -0.08236499999999998 -0.085914999999999991 -0.25289499999999993 -0.225295 -0.14734 -0.011315
decision_type=2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 -1
right_child=1 2 3 4 5 6 -8 -9
leaf_value=0.00068351521750678514 -0.01283335048516898 0.014819083511313776 0.012398014014539362 0.013998419656811863 -0.015626257644855632 0.0049484213142012637 -0.00065681973898285147 0.013734305297553338
leaf_weight=48 60 56 78 54 88 270 3048 48
leaf_count=48 60 56 78 54 88 270 3048 48
internal_value=0 -7.02129e-05 0.000142634 -8.94363e-05 -0.000371182 -0.000599244 -0.00020045 0.00721744
internal_weight=0 3654 3594 3538 3460 3406 3318 96
internal_count=3750 3654 3594 3538 3460 3406 3318 96
is_linear=0
shrinkage=0.0995203


Tree=683
num_leaves=13
num_cat=0
split_feature=29 4 3 6 6 0 30 0 3 29 8 8
split_gain=0.583259 0.653027 1.72602 1.68727 1.18077 1.87257 1.10014 1.0922 1.39847 0.84798 1.13421 1.57627
threshold=0.12669500000000003 0.12435500000000002 0.13547000000000003 -0.41910500000000001 -0.072834999999999997 -0.074094999999999994 0.092515000000000028 0.12461500000000002 0.10502000000000002 -0.084525000000000003 -0.42187000000000002 -0.16443499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -4 7 9 -9 -1 -11 -12
right_child=-2 2 4 -5 -6 -7 -8 8 -10 10 11 -13
leaf_value=-0.01041148988301834 -0.010681684366123873 0.0046032855822144905 0.018973236780331814 0.028891495739755722 -0.012755455421832471 -0.0072437556961125046 -0.014098923800579758 -0.00074024237675718925 0.022592095148011911 0.013246915784179098 -0.016939212031589632 5.9315932898339603e-05
leaf_weight=79 49 74 49 46 61 60 55 54 48 63 55 3057
leaf_count=79 49 74 49 46 61 60 55 54 48 63 55 3057
internal_value=0 0.000247647 0.0047815 0.0139206 -0.00166482 0.00453436 -0.000137577 9.09861e-05 0.0102317 -0.000226632 2.65284e-05 -0.000240845
internal_weight=0 3701 290 120 170 109 3411 3356 102 3254 3175 3112
internal_count=3750 3701 290 120 170 109 3411 3356 102 3254 3175 3112
is_linear=0
shrinkage=0.0995203


Tree=684
num_leaves=11
num_cat=0
split_feature=7 10 13 4 3 4 17 17 3 1
split_gain=0.938119 0.96491 0.785992 0.922324 2.3988 2.11239 2.62837 1.65876 1.27807 1.31721
threshold=0.093110000000000012 0.09407500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.14530500000000005 0.081540000000000015 -0.56368999999999991 -0.43873000000000001 0.083055000000000018 0.04735000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -5 -7 -8 -1 -10
right_child=-2 -3 -4 5 -6 6 7 -9 9 -11
leaf_value=-0.014993333189439543 0.011462584721588726 -0.013959066044543857 0.0106207055919087 -0.018090879171085854 0.021840859485368277 0.020631363879363835 -0.018875147013616332 -0.0014395338124304493 0.0017612090292910339 -0.0045676317340170693
leaf_weight=52 71 49 69 81 53 51 58 795 2084 386
leaf_count=52 71 49 69 81 53 51 58 795 2084 386
internal_value=0 -8.67777e-05 0.000100305 -0.000103372 0.000887125 -0.00269357 -0.00131304 -0.00262603 0.000446456 0.000771836
internal_weight=0 3678 3629 3560 2575 985 904 853 2522 2470
internal_count=3749 3678 3629 3560 2575 985 904 853 2522 2470
is_linear=0
shrinkage=0.0995203


Tree=685
num_leaves=11
num_cat=0
split_feature=23 4 10 36 29 21 4 29 29 3
split_gain=0.751456 0.720569 0.76255 0.74516 1.41951 1.83487 3.389 1.86872 0.807576 1.15891
threshold=1.0000000180025095e-35 0.15615500000000004 0.09407500000000002 0.092765000000000028 -0.073279999999999998 0.086925000000000016 0.11061500000000002 -0.08416499999999999 -0.025204999999999998 0.14721500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 -6 -10
right_child=-2 -3 -4 -5 8 7 -8 -9 9 -11
leaf_value=0.030722286133169196 -0.0097426067255711631 0.012563796177800698 -0.011803221994181748 -0.011980134255023955 -0.010752260926465277 -0.016671758934977972 -0.0021113192124962809 0.010622454046361031 -0.0001082680956236704 0.011471021569939774
leaf_weight=70 75 47 52 48 68 46 56 54 3145 88
leaf_count=70 75 47 52 48 68 46 56 54 3145 88
internal_value=0 0.000320103 0.000161219 0.000335477 0.000503316 0.00813372 0.0161231 -0.0019247 -1.88449e-05 0.000206659
internal_weight=0 3674 3627 3575 3527 226 126 100 3301 3233
internal_count=3749 3674 3627 3575 3527 226 126 100 3301 3233
is_linear=0
shrinkage=0.0995203


Tree=686
num_leaves=18
num_cat=0
split_feature=1 5 9 29 5 5 5 24 8 3 10 27 3 8 1 1 3
split_gain=0.613255 1.19414 1.0185 0.897643 2.14445 1.60421 3.41197 0.834183 0.720797 0.778008 1.14083 2.0083 1.03325 2.27772 0.995552 0.744114 0.385385
threshold=-0.50290499999999982 0.25032500000000008 -0.063329999999999984 -0.081409999999999996 -0.016815 -0.14653999999999998 -0.43873000000000001 -0.065834999999999991 -0.41646 0.098455000000000029 0.076235000000000011 0.079300000000000023 0.10583000000000002 -0.079219999999999999 0.42491000000000007 0.19597000000000006 0.11868500000000003
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 6 16 -4 -9 10 15 -12 13 -11 -14 -10 -5
right_child=2 -3 7 4 -6 -7 -8 8 9 12 11 -13 14 -15 -16 -17 -18
leaf_value=0.0027500539484617494 -0.0038636868300656272 -0.013642834763020223 -0.012679502535506433 -0.0093351182492190116 0.021130455958339945 -0.012318979559553619 0.030153768240029181 -0.009814382210360623 -0.000588139777126226 0.024298210727910569 -0.025350880832579512 0.0020778102527131384 -0.00043890554225391393 0.0026268383454594287 0.014285506520683463 0.010847694744097972 0.0031628604517695796
leaf_weight=86 81 90 52 46 86 54 46 72 1982 64 50 56 632 193 49 58 52
leaf_count=86 81 90 52 46 86 54 46 72 1982 64 50 56 632 193 49 58 52
internal_value=0 -0.00562802 0.000389401 0.00537081 0.00800747 0.00230345 0.00779255 -0.000177119 2.86181e-05 0.000258681 -0.000786065 -0.0108525 0.00264977 0.00802679 0.000619359 -0.000262602 -0.00269519
internal_weight=0 176 3573 365 284 198 144 3208 3156 3084 2146 106 938 257 681 2040 98
internal_count=3749 176 3573 365 284 198 144 3208 3156 3084 2146 106 938 257 681 2040 98
is_linear=0
shrinkage=0.0995203


Tree=687
num_leaves=21
num_cat=0
split_feature=23 1 2 2 0 2 2 0 1 0 0 26 17 17 17 6 8 26 2 8
split_gain=0.617171 0.53354 1.77043 2.52102 0.68672 1.53706 2.98611 1.19773 3.98021 1.1713 0.994029 0.94764 0.861129 3.0623 1.26439 0.762025 1.36737 0.609195 0.538757 0.48412
threshold=1.0000000180025095e-35 -0.50290499999999982 -0.15544499999999997 -0.0072299999999999994 -0.071484999999999993 -0.104295 -0.14884499999999998 -0.076439999999999994 -0.078509999999999983 -0.078289999999999985 0.12346000000000003 0.14527500000000004 -0.47196999999999995 -0.17385999999999999 -0.53299999999999992 0.090600000000000028 -0.073644999999999988 0.096275000000000013 -0.079954999999999984 -0.067719999999999989
decision_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 10 9 -9 12 -6 15 14 -14 -3 16 -7 -10 -11 -17
right_child=-2 4 3 -5 5 11 -8 8 17 18 -12 -13 13 -15 -16 19 -18 -19 -20 -21
leaf_value=0.011460349467955655 -0.0088406894752937892 4.7324493619128011e-05 -0.028583306896796574 -1.7003504580644404e-05 0.012523164818305782 0.0014651281252825491 -0.026711420055094741 -0.027896229144302856 0.008572528295257037 0.0022240746402277462 -0.0069881268917623167 -0.0080150366798146279 0.016770042557805408 -0.00048077670205631047 -0.021044155656077288 0.0086740529713796814 0.013271479909843814 -0.0042367272496198569 0.015286210918207878 -0.0025705690053291499
leaf_weight=47 75 70 50 79 56 158 47 65 68 55 48 49 107 2145 47 55 253 80 73 122
leaf_count=47 75 70 50 79 56 158 47 65 68 55 48 49 107 2145 47 55 253 80 73 122
internal_value=0 0.000278705 -0.00506746 -0.0110956 0.000547928 0.0031339 -0.00589119 -0.000203705 -0.00736743 0.00040705 0.00351008 0.00527457 -9.36326e-05 0.000338504 -0.00841833 0.00638343 0.00873478 0.00164308 0.00967997 0.000918899
internal_weight=0 3674 176 129 3498 788 151 2710 213 2497 104 637 2369 2252 117 588 411 148 128 177
internal_count=3749 3674 176 129 3498 788 151 2710 213 2497 104 637 2369 2252 117 588 411 148 128 177
is_linear=0
shrinkage=0.0995203


Tree=688
num_leaves=13
num_cat=0
split_feature=2 3 20 2 4 2 17 5 21 20 20 5
split_gain=0.820998 1.70036 0.838336 1.54856 4.18265 2.00399 1.06011 1.18269 2.76453 1.02098 0.9752 0.669694
threshold=-0.23128999999999997 0.10749000000000002 -0.23803499999999997 -0.15327499999999997 0.087790000000000021 -0.14531999999999998 -0.53299999999999992 0.27608500000000008 0.11639500000000003 -0.081564999999999985 -0.081324999999999995 0.40898000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 10 9 -9 -8 -7 -12
right_child=2 -3 3 5 -6 6 7 8 -10 -11 11 -13
leaf_value=0.022794660104308091 0.0093672252164367434 -0.0024731307843688724 -0.028742139339006708 0.019507169195376688 0.008183185182437094 0.019157849106387046 -0.0045247167006503752 -0.021398246735872564 0.0029121135574751169 0.00050929846005761835 -0.0065137348001084276 0.0097998154951420332
leaf_weight=47 88 60 65 51 57 50 473 87 99 2551 47 53
leaf_count=47 88 60 65 51 57 50 473 87 99 2551 47 53
internal_value=0 0.00861816 -0.000227154 -0.000466362 -0.0114834 -7.20784e-05 -0.000369507 -0.00075187 -0.00845446 -0.000277828 0.00780759 0.00212426
internal_weight=0 107 3621 3533 122 3411 3360 3210 186 3024 150 100
internal_count=3728 107 3621 3533 122 3411 3360 3210 186 3024 150 100
is_linear=0
shrinkage=0.0995203


Tree=689
num_leaves=14
num_cat=0
split_feature=11 0 27 1 4 27 3 18 3 1 29 26 5
split_gain=0.467029 0.486311 1.61264 1.49033 2.37153 2.23522 2.12726 1.67861 1.35226 1.08955 1.16465 2.1645 1.21477
threshold=0.086705000000000018 -0.076154999999999987 -0.01137 0.50462500000000021 0.13584500000000002 0.08427500000000003 0.084735000000000019 0.15614500000000003 0.0040650000000000009 -0.14482999999999999 -0.0094649999999999995 -0.07825 0.26760500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -8 -4 -10 11 -11 -12
right_child=-2 3 8 -5 -6 -7 7 -9 9 10 12 -13 -14
leaf_value=0.018004815130979384 0.0091268814331111562 0.016260887592390694 -0.015741578138031349 -0.014655139997090248 0.018758781848851869 -0.017789714103902444 -0.0030436398894707071 0.015080781066212268 0.013344152951277563 0.001252857795382035 0.0012749648772217668 -0.023471560864410636 -0.012140421335157095
leaf_weight=52 55 69 51 83 58 81 804 54 65 91 2139 57 69
leaf_count=52 55 69 51 83 58 81 804 54 65 91 2139 57 69
internal_value=0 -0.000112178 0.000660218 -0.00180961 -0.00080867 -0.00193539 -0.000549174 -0.00190199 0.000295033 0.000633193 0.000282161 -0.00826386 0.000855363
internal_weight=0 3673 2524 1149 1066 1008 927 858 2472 2421 2356 148 2208
internal_count=3728 3673 2524 1149 1066 1008 927 858 2472 2421 2356 148 2208
is_linear=0
shrinkage=0.0995203


Tree=690
num_leaves=13
num_cat=0
split_feature=2 3 0 8 1 20 21 0 7 21 20 5
split_gain=0.696314 1.32225 0.675439 3.45694 2.49525 0.943742 0.904839 1.06047 0.831344 0.75293 0.711993 0.505231
threshold=-0.23128999999999997 0.10749000000000002 0.042275000000000014 -0.092299999999999993 -0.51253999999999988 -0.224635 -0.096850000000000006 -0.25289499999999993 0.099030000000000021 -0.085574999999999998 -0.39977999999999997 0.15990000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 10 -7 -8 9 -9 -2 -6
right_child=2 -3 3 4 11 6 7 8 -10 -11 -12 -13
leaf_value=0.020435201746317567 0.0018974727929727631 -0.0018450175869898211 0.016057192888253441 -0.032400180171803523 -0.011885933511123306 -0.013332451945482571 0.014125193395672539 0.0090823580414913525 -0.012562395022583078 -0.00025376045429539602 0.018527877673544087 0.0026193127736989993
leaf_weight=47 56 60 52 48 47 51 52 88 53 3079 47 48
leaf_count=47 56 60 52 48 47 51 52 88 53 3079 47 48
internal_value=0 0.00793397 -0.000212034 -0.00590938 -0.0139029 0.000112007 -0.000178553 2.62237e-05 -0.000201207 5.3997e-06 0.00949406 -0.00454835
internal_weight=0 107 3621 195 143 3426 3323 3272 3220 3167 103 95
internal_count=3728 107 3621 195 143 3426 3323 3272 3220 3167 103 95
is_linear=0
shrinkage=0.0995203


Tree=691
num_leaves=14
num_cat=0
split_feature=2 3 18 21 17 6 20 5 5 2 19 19 4
split_gain=0.564492 1.07228 0.604166 0.901055 0.88559 1.07066 1.37125 1.06062 1.9908 3.41165 1.67995 1.48344 0.941202
threshold=-0.23128999999999997 0.10749000000000002 0.24916000000000005 0.15544000000000005 -0.53166999999999998 -0.055679999999999993 -0.0096699999999999998 0.0063000000000000009 -1.0000000180025095e-35 -0.081559999999999994 0.078495000000000023 -0.071824999999999986 0.14257000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7 8 12 -10 11 -9 -6
right_child=2 -3 -4 -5 7 6 -8 10 9 -11 -12 -13 -14
leaf_value=0.018401486994087553 0.016338853574420328 -0.0016614009278795589 -0.0085325712068246157 0.011438543270440962 0.00015470977663492445 -0.010646441800239693 0.012225138590982596 0.0089120556763343586 -0.0013588721730568886 0.033075833897890053 0.0097717650727264533 -0.007152830807458755 -0.010052387566654686
leaf_weight=47 69 60 84 67 2358 54 50 63 68 49 79 587 93
leaf_count=47 69 60 84 67 2358 54 50 63 68 49 79 587 93
internal_value=0 0.00714362 -0.000190887 6.98785e-06 -0.000213501 0.00672677 0.000341639 -0.000577919 0.00037283 0.0130555 -0.00392818 -0.00559451 -0.000232251
internal_weight=0 107 3621 3537 3470 173 104 3297 2568 117 729 650 2451
internal_count=3728 107 3621 3537 3470 173 104 3297 2568 117 729 650 2451
is_linear=0
shrinkage=0.0995203


Tree=692
num_leaves=15
num_cat=0
split_feature=21 2 4 2 17 3 4 9 4 17 4 3 0 2
split_gain=0.656345 0.796884 1.7763 1.54061 1.40116 2.16217 0.689258 4.33835 4.59816 2.76244 2.65689 1.57176 1.6334 2.19652
threshold=-0.13730999999999999 -0.15327499999999997 0.078385000000000024 -0.14531999999999998 -0.008069999999999999 0.10174000000000002 0.080000000000000029 1.0000000180025095e-35 0.12498500000000003 -0.17921000000000001 0.085720000000000018 0.14166500000000004 -0.14028499999999997 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -4 11 9 -9 -8 -11 12 -5 -14
right_child=1 3 4 6 -6 -7 7 8 -10 10 -12 -13 13 -15
leaf_value=0.011369148675291011 -0.023041318625797943 0.017490447722737123 0.021966762185279681 0.017961758735426415 -0.013617859708490002 -0.0050453392362409134 -0.017095242667352305 -0.042107382670640757 -0.0021093904862283159 -0.019309697723580963 0.0045675909393866143 0.017682687352108453 0.00075236997771034196 -0.019361362968784757
leaf_weight=52 46 52 46 53 61 81 78 52 63 50 599 55 2410 55
leaf_count=52 46 52 46 53 61 81 78 52 63 50 599 55 2410 55
internal_value=0 0.000109621 -0.00551116 0.000489224 -0.0012175 0.00473213 0.000230107 -0.00224114 -0.0202026 0.000598947 0.00272678 0.00103913 0.000675262 0.000303252
internal_weight=0 3701 234 3467 188 127 3415 842 115 727 649 2573 2518 2465
internal_count=3753 3701 234 3467 188 127 3415 842 115 727 649 2573 2518 2465
is_linear=0
shrinkage=0.0995203


Tree=693
num_leaves=12
num_cat=0
split_feature=1 0 0 9 0 9 9 29 13 20 5
split_gain=0.630539 1.85379 1.01952 1.83646 1.41074 0.701745 0.90935 0.796512 1.23769 1.0164 0.576266
threshold=-0.51744999999999985 0.099665000000000017 0.099665000000000017 0.092225000000000015 0.048265000000000009 0.14318500000000003 0.12188500000000002 -0.078484999999999985 0.080720000000000028 -0.083495 0.62720500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 9 -9 -2 -5
right_child=2 -3 3 10 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0053297703823084108 -0.0055046923629772492 0.022325085290530854 -0.023801164754578635 -0.0077028835457099093 0.016493416564260517 -0.0089639330747722235 0.013164605168502812 2.56890871045706e-05 -0.016078494382240169 0.01135948106294035 0.0069744220518638302
leaf_weight=49 49 47 49 54 53 82 54 3089 48 127 52
leaf_count=49 49 47 49 54 53 82 54 3089 48 127 52
internal_value=0 0.00820106 3.0119e-05 -0.00786802 0.000379928 0.000132078 0.000353846 0.00014479 -0.000220464 0.00665969 -0.000494973
internal_weight=0 96 3657 155 3502 3449 3367 3313 3137 176 106
internal_count=3753 96 3657 155 3502 3449 3367 3313 3137 176 106
is_linear=0
shrinkage=0.0995203


Tree=694
num_leaves=11
num_cat=0
split_feature=28 1 5 0 8 23 0 12 3 0
split_gain=0.5753 0.679887 1.31327 0.653011 1.2958 1.15774 0.630346 0.776218 0.868997 0.132951
threshold=0.088260000000000019 -0.51744999999999985 0.19224000000000005 0.099665000000000017 0.0065600000000000007 -0.068264999999999978 0.048265000000000009 0.093040000000000025 -0.0043349999999999994 0.12461500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3 7 8 -7 -6
right_child=-2 3 -4 4 9 6 -8 -9 -10 -11
leaf_value=0.020746613995457904 -0.0094507886448090203 0.01578141632167358 -0.0027721412097783163 -0.018787025930623903 -0.0030256049252294984 0.010484987154643643 0.011308173638043706 -0.012133024415420123 -1.5104813637000998e-05 0.0043804174845609072
leaf_weight=46 60 48 48 53 49 80 50 51 3221 47
leaf_count=46 60 48 48 53 49 80 50 51 3221 47
internal_value=0 0.000372774 0.00872833 0.000154313 -0.00629589 0.000433125 0.000216329 5.06339e-05 0.000239118 0.000591733
internal_weight=0 3693 94 3599 149 3450 3402 3352 3301 96
internal_count=3753 3693 94 3599 149 3450 3402 3352 3301 96
is_linear=0
shrinkage=0.0995203


Tree=695
num_leaves=19
num_cat=0
split_feature=20 17 17 5 17 22 0 5 0 0 4 20 0 22 21 0 26 8
split_gain=0.52712 1.54554 2.40164 3.51354 1.84312 1.23115 0.912224 2.22921 2.81435 1.32801 2.45723 1.63369 3.1611 1.00349 1.93758 1.17121 1.02899 1.16717
threshold=0.0074100000000000017 -0.24445500000000001 -1.0000000180025095e-35 -0.073669999999999999 0.10178500000000003 0.086900000000000019 -0.18357499999999999 -0.082635 -0.23032 -0.13752999999999999 0.079355000000000023 -0.079864999999999992 -0.15034 0.080525000000000027 0.10557500000000002 -0.113275 -0.236315 0.03530500000000001
decision_type=2 2 2 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 -1 10 -8 -12 -13 15 -15 -11 -17 -18
right_child=1 2 3 -5 -6 -7 9 -9 -10 13 11 12 -14 14 -16 16 17 -19
leaf_value=-0.012567667031378732 -0.019700646284017215 0.018849096344714114 -0.010560490379616098 -0.031504086879215673 0.013819969432877289 -0.0014795524117320747 0.0081440250853492668 0.026393877114152205 0.018717181185654345 0.01193802149869163 -0.028486281425212475 -0.021987770992897258 0.012681931275287809 0.025226001821652185 -0.0029056221265816957 0.012086637295613713 0.00041086543540499765 -0.0068649443336293954
leaf_weight=68 50 68 68 47 56 52 72 46 49 85 52 60 46 47 50 69 2529 239
leaf_count=68 50 68 68 47 56 52 72 46 49 85 52 60 46 47 50 69 2529 239
internal_value=0 -0.00353647 -0.000756309 -0.00833268 0.000443439 0.0100332 0.000567084 0.00783227 0.00052754 0.000202343 -0.00708694 -0.0140328 -0.00693471 0.000757942 0.0107167 0.000427066 8.18947e-05 -0.000217061
internal_weight=0 341 291 171 124 120 3412 163 117 3249 230 158 106 3019 97 2922 2837 2768
internal_count=3753 341 291 171 124 120 3412 163 117 3249 230 158 106 3019 97 2922 2837 2768
is_linear=0
shrinkage=0.0995203


Tree=696
num_leaves=13
num_cat=0
split_feature=9 2 20 5 19 26 1 9 36 27 2 26
split_gain=0.752767 1.09548 1.39174 1.52508 0.968233 0.873414 0.87945 1.64181 1.52874 1.13055 0.704591 0.675535
threshold=0.10706000000000003 -0.046564999999999995 -0.066619999999999999 -0.095609999999999987 -0.071824999999999986 0.29612500000000008 0.51613500000000012 -0.26414499999999996 0.087940000000000018 -0.086859999999999993 -0.057419999999999999 0.11275500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 6 7 -6 9 -9 11 -5
right_child=1 -3 3 10 5 -7 -8 8 -10 -11 -12 -13
leaf_value=0.011508589230161808 0.021609956696254942 -0.006721468636908986 0.01709926805734921 0.0015735309431375052 0.018150087394851199 -0.01422640496965626 -0.011215635354712246 -0.013398260098187039 -0.017678876702442087 -3.2821578264804662e-05 0.0082650087194261861 -0.014615115678028366
leaf_weight=65 54 69 60 52 47 47 75 64 51 3052 48 50
leaf_count=65 54 69 60 52 47 47 75 64 51 3052 48 50
internal_value=0 0.0044376 0.00735727 0.0036884 -0.000520324 -0.000754946 -0.000562189 -0.000313332 -0.000587598 -0.000307599 -0.0016705 -0.00635406
internal_weight=0 333 264 210 3401 3336 3289 3214 3167 3116 150 102
internal_count=3734 333 264 210 3401 3336 3289 3214 3167 3116 150 102
is_linear=0
shrinkage=0.0995203


Tree=697
num_leaves=9
num_cat=0
split_feature=0 0 4 9 6 36 2 4
split_gain=0.759539 0.97441 0.691341 1.26531 1.07128 1.22293 0.829175 0.844966
threshold=-0.23177499999999998 -0.26289499999999993 0.15340500000000004 -0.26414499999999996 -0.50196499999999988 0.088220000000000021 0.31534000000000012 0.10722500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 7 -6
right_child=2 -3 -4 4 5 -7 -8 -9
leaf_value=0.0015102884129698422 0.016057016617760669 -0.018433653948441084 -0.010616547575179937 0.014292132001228589 -0.00016169901724705118 -0.01418362264662624 -0.011971752302524776 0.0052370360977703825
leaf_weight=47 50 50 58 52 3045 60 55 317
leaf_count=47 50 50 58 52 3045 60 55 317
internal_value=0 -0.00876166 0.000161382 0.000336275 0.000113306 -9.85092e-05 0.000148576 0.0003471
internal_weight=0 97 3637 3579 3529 3477 3417 3362
internal_count=3734 97 3637 3579 3529 3477 3417 3362
is_linear=0
shrinkage=0.0995203


Tree=698
num_leaves=15
num_cat=0
split_feature=3 10 6 26 0 2 26 26 5 2 20 2 4 6
split_gain=0.992485 0.755244 2.63638 0.914102 1.02907 0.913511 0.665062 2.4704 1.3581 1.81829 1.66919 1.18014 1.79494 1.20531
threshold=0.31589000000000006 0.088065000000000018 -0.090715000000000004 -0.14224499999999998 -0.10096999999999999 -0.076615000000000003 -0.077514999999999987 -0.054024999999999997 -0.5087799999999999 -0.13088999999999998 -0.062769999999999992 -0.087944999999999995 1.0000000180025095e-35 -0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 11 -8 10 -10 -9 -5 -13 -14
right_child=-2 2 -4 6 5 -7 7 8 9 -11 -12 12 13 -15
leaf_value=-0.0054613115684175881 -0.013457450876313117 0.026472228831902013 -0.0045563435159901543 -0.017847648223375954 0.0053069342348868488 0.022630704543545693 0.018846772463571686 -0.025546730801796532 0.010240558620155601 -0.00061363394066543155 -0.002555256844038793 0.013700947495160697 0.00051778935946770977 -0.015469025578939073
leaf_weight=50 54 46 66 57 88 46 67 46 162 2709 98 56 105 84
leaf_count=50 54 46 66 57 88 46 67 46 162 2709 98 56 105 84
internal_value=0 0.000133113 0.00818023 -0.000119258 0.00671173 0.01126 -0.000490925 -5.39244e-05 -0.000474212 -8.86369e-07 -0.00990545 -0.00494793 -0.00194343 -0.00658313
internal_weight=0 3680 112 3568 184 134 3384 3082 3015 2871 144 302 245 189
internal_count=3734 3680 112 3568 184 134 3384 3082 3015 2871 144 302 245 189
is_linear=0
shrinkage=0.0995203


Tree=699
num_leaves=13
num_cat=0
split_feature=3 3 10 5 9 3 3 3 3 26 2 9
split_gain=0.804768 0.66579 0.816606 2.4427 0.654491 1.17096 0.957903 1.5996 1.30701 0.953581 1.58779 1.24472
threshold=0.31589000000000006 0.17152000000000003 0.088065000000000018 -0.01504 0.10814500000000002 0.14823500000000003 0.11089500000000001 0.12061000000000002 0.096035000000000023 0.10393000000000002 -0.077604999999999993 0.097365000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 9 8 -8 -6 11 -11 -1
right_child=-2 -3 3 -5 6 -7 7 -9 -10 10 -12 -13
leaf_value=-0.0004014767257745577 -0.012118162603929386 0.011643042331336569 0.024914640102983811 -0.0051398358965529861 -0.0018915550005702952 -0.015955976296012458 -0.012864705013812925 0.0084247358681616719 0.018706732181017999 0.0010357490290791621 -0.013067084836387254 0.0083764886822769637
leaf_weight=2718 54 49 49 59 50 49 64 77 78 167 150 170
leaf_count=2718 54 49 49 59 50 49 64 77 78 167 150 170
internal_value=0 0.000119843 -3.54359e-05 0.00848842 -0.000296973 -0.000687199 0.00442042 -0.00123275 0.0106541 -0.000453505 -0.00563493 0.000114948
internal_weight=0 3680 3631 108 3523 3254 269 141 128 3205 317 2888
internal_count=3734 3680 3631 108 3523 3254 269 141 128 3205 317 2888
is_linear=0
shrinkage=0.0995203


Tree=700
num_leaves=10
num_cat=0
split_feature=3 3 26 3 6 20 2 17 2
split_gain=0.604755 1.08796 1.87448 0.777962 0.670048 0.634054 0.621958 1.3119 1.26426
threshold=-0.16443499999999997 -0.0043349999999999994 -0.081709999999999991 0.07728500000000002 0.18621500000000005 -0.16109499999999999 -0.078454999999999983 -0.047785000000000001 -0.078994999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 8 -8 -7
right_child=1 3 -4 4 -6 6 7 -9 -10
leaf_value=-0.011009797503260046 -0.00077857184529564623 -0.01250307693792173 0.023958707562350343 0.010656123586669635 -0.0097432636330258664 -0.00094739318643937863 -0.0028041980263660811 0.0034518504535733519 -0.016123110579214742
leaf_weight=51 77 52 50 54 72 1880 503 976 56
leaf_count=51 77 52 50 54 72 1880 503 976 56
internal_value=0 -9.82246e-05 0.00895407 -0.00041842 -0.000240724 -4.32599e-05 -0.000212685 0.00132365 -0.00138678
internal_weight=0 3720 127 3593 3541 3469 3415 1479 1936
internal_count=3771 3720 127 3593 3541 3469 3415 1479 1936
is_linear=0
shrinkage=0.0995203


Tree=701
num_leaves=9
num_cat=0
split_feature=21 6 6 5 3 12 9 3
split_gain=0.508464 0.590088 0.853918 0.917224 0.489529 1.21753 0.842775 1.35771
threshold=0.15665000000000004 0.18621500000000005 0.12080000000000003 0.054660000000000007 -0.16443499999999997 1.0000000180025095e-35 -0.25326499999999996 0.15537500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=-0.010067799952274456 -0.0086244789459132762 -0.010693506146256516 0.019021967770504963 0.0010400955089182268 -0.011410386421256894 0.015525938508922976 -0.00037998459856690528 0.012216032204878274
leaf_weight=49 70 51 48 68 66 49 3283 87
leaf_count=49 70 51 48 68 66 49 3283 87
internal_value=0 -6.24425e-05 8.58769e-05 0.00848793 -0.000189681 -5.05566e-05 -0.000272928 -5.45624e-05
internal_weight=0 3701 3650 116 3534 3485 3436 3370
internal_count=3771 3701 3650 116 3534 3485 3436 3370
is_linear=0
shrinkage=0.0995203


Tree=702
num_leaves=12
num_cat=0
split_feature=11 12 0 19 18 3 18 8 2 8 2
split_gain=0.459262 0.862359 0.428159 2.09932 1.78205 1.77607 1.33785 1.5093 0.736824 1.91841 1.77587
threshold=0.092640000000000014 0.081895000000000023 0.042275000000000014 0.072660000000000016 0.31227500000000008 0.17152000000000003 -0.098315 -0.0066399999999999992 0.15165000000000003 -0.42187000000000002 0.12875500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 8 -4 -8 10 -10 -1
right_child=-2 -3 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00054309341325666828 -0.0095795919936283915 0.013470712086567626 0.010941543228653611 -0.021814052233699428 0.018715128431714384 0.01472655338281212 -0.017638864187226943 0.0029278277577450503 0.0010114952008357741 -0.02198783880701535 0.017830800531646471
leaf_weight=3062 51 46 76 53 50 77 59 88 100 56 53
leaf_count=3062 51 46 76 53 50 77 59 88 100 56 53
internal_value=0 -7.07235e-05 -0.000240491 -0.0040102 6.54597e-05 -0.000212816 0.000217547 -0.00532127 -0.000564742 -0.00723943 -0.000230209
internal_weight=0 3720 3674 276 3398 3348 223 147 3271 156 3115
internal_count=3771 3720 3674 276 3398 3348 223 147 3271 156 3115
is_linear=0
shrinkage=0.0995203


Tree=703
num_leaves=11
num_cat=0
split_feature=10 8 5 27 0 28 0 5 18 3
split_gain=0.398024 1.17043 2.91085 1.02406 0.771514 1.07492 1.31225 2.35773 1.38063 1.33572
threshold=0.083010000000000014 -0.11061499999999999 -0.012164999999999999 -0.086859999999999993 0.12084000000000002 1.0000000180025095e-35 0.042275000000000014 0.26473000000000008 0.31227500000000008 0.17152000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 8 -8 9 -5
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.011775031133456841 -0.016406228813052676 0.020493973185866002 -0.010181541941640011 -0.00037154607783475155 0.009552306275821338 0.012639493418779117 -0.024132113947557113 0.0054484907092521026 0.016752006448085454 0.014151839405097458
leaf_weight=71 58 47 88 3133 87 66 60 48 49 64
leaf_count=71 58 47 88 3133 87 66 60 48 49 64
internal_value=0 -0.00458197 0.000492021 5.76195e-05 0.000297408 6.17366e-05 -0.000185525 -0.0109776 0.000173294 -8.05495e-05
internal_weight=0 193 135 3578 3507 3420 3354 108 3246 3197
internal_count=3771 193 135 3578 3507 3420 3354 108 3246 3197
is_linear=0
shrinkage=0.0995203


Tree=704
num_leaves=11
num_cat=0
split_feature=12 6 1 12 4 9 6 6 0 20
split_gain=0.757983 2.07912 0.77389 2.33747 1.86231 1.18425 1.0909 0.94437 1.08943 0.976304
threshold=-0.0088449999999999987 -0.25061999999999995 0.50996500000000011 0.094205000000000025 0.13481000000000004 -0.20504500000000001 -0.242115 -0.14889499999999997 -0.15137999999999999 0.0074100000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -2 -7 8 -8 -9
right_child=2 -3 4 -5 -6 6 7 9 -10 -11
leaf_value=-0.0066652508480698185 -0.015378498845758213 0.020956023198150098 -0.0036826440968505052 -0.02243750190110623 0.022039639975756815 -0.011427086871292434 -0.0018089551212402499 0.00073374357062128137 0.017081921557696608 -0.0066566724733027353
leaf_weight=49 48 60 60 46 52 76 52 3034 72 188
leaf_count=49 48 60 60 46 52 76 52 3034 72 188
internal_value=0 0.00853161 0.000108498 -0.000150692 0.00825254 0.000144517 0.000362496 0.000630525 0.00915334 0.000302267
internal_weight=0 109 3628 3516 112 3470 3422 3346 124 3222
internal_count=3737 109 3628 3516 112 3470 3422 3346 124 3222
is_linear=0
shrinkage=0.0995203


Tree=705
num_leaves=14
num_cat=0
split_feature=9 12 17 8 30 6 11 21 29 9 27 1 27
split_gain=0.683472 1.48201 1.66371 1.95902 1.19906 2.21843 1.00731 0.98912 1.05426 3.51396 1.4285 0.940199 0.346808
threshold=-0.063329999999999984 -0.0088449999999999987 -0.0069749999999999994 -0.082244999999999999 0.10000000000000002 -0.10567 -0.079369999999999996 0.15665000000000004 -0.049035000000000002 -0.0060949999999999997 0.086965000000000028 0.10055500000000002 0.092265000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 12 8 -8 -10 11 -11 -2
right_child=6 2 4 -5 -6 -7 7 -9 9 10 -12 -13 -14
leaf_value=0.017377873221171111 -0.016526860369599695 -0.020499424531120639 0.0026310381011547248 0.0040810765748151212 -0.0037162277472504641 0.029771068585433623 0.011039846852149092 -0.014182961831646225 -0.024649964161936457 0.00080106713867112442 0.016114244387015021 -0.0050365640206376135 -0.0042759939972995637
leaf_weight=70 46 60 79 69 65 48 89 47 56 2701 57 304 46
leaf_count=70 46 60 79 69 65 48 89 47 56 2701 57 304 46
internal_value=0 0.00425629 0.00139233 -0.00734537 0.00726724 0.0128951 -0.000140802 0.000149296 0.000359597 5.44777e-05 0.000506558 0.000210232 -0.0104103
internal_weight=0 391 321 129 192 127 3346 3254 3207 3118 3062 3005 92
internal_count=3737 391 321 129 192 127 3346 3254 3207 3118 3062 3005 92
is_linear=0
shrinkage=0.0995203


Tree=706
num_leaves=19
num_cat=0
split_feature=36 27 12 21 6 6 1 6 17 18 1 0 1 1 6 23 1 29
split_gain=0.576103 1.07322 0.814978 0.560645 1.40938 1.16476 1.59967 2.32462 1.75519 1.26387 1.11998 0.948441 2.79542 2.35343 1.39908 2.81113 2.46361 1.23132
threshold=0.084475000000000022 0.087820000000000023 0.087445000000000023 0.095695000000000016 0.004915000000000001 -0.067359999999999989 0.0099250000000000015 -0.094449999999999992 0.14342500000000005 -0.086894999999999986 0.056790000000000014 -0.16969499999999998 0.078505000000000019 -0.0017949999999999999 -0.25061999999999995 -0.051274999999999994 0.18123500000000006 -0.011859999999999999
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 11 5 6 8 -8 -5 10 -7 12 13 -1 15 -13 17 -16
right_child=1 -3 -4 4 -6 9 7 -9 -10 -11 -12 14 -14 -15 16 -17 -18 -19
leaf_value=0.012783002579967688 0.013623190705030437 -0.0050623389830551889 -0.011078462784843875 0.009813225492830072 -0.015402944572051623 -0.011403075200821552 -0.00093921070737424165 -0.019585002753737018 -0.0087371987147508677 0.017062262356448227 0.0084755313848836021 0.0072471946204935925 0.021350291155608454 -0.017499722977507348 0.011148378460227091 -0.022537259267673092 0.017387487726834471 -0.00013285688211561785
leaf_weight=48 83 48 64 140 72 50 169 109 79 66 64 55 83 54 100 73 87 2293
leaf_count=48 83 48 64 140 72 50 169 109 79 66 64 55 83 54 100 73 87 2293
internal_value=0 0.00677034 5.15244e-05 0.000252862 -0.00216465 -0.000755524 -0.00324084 -0.00825292 0.00311778 0.00610217 -0.000235976 0.00090146 0.00778743 -0.003241 0.000412686 -0.00973286 0.000936657 0.000338228
internal_weight=0 131 3606 3542 749 677 497 278 219 180 114 2793 185 102 2608 128 2480 2393
internal_count=3737 131 3606 3542 749 677 497 278 219 180 114 2793 185 102 2608 128 2480 2393
is_linear=0
shrinkage=0.0995203


Tree=707
num_leaves=17
num_cat=0
split_feature=4 11 27 30 2 1 1 0 8 0 9 0 1 9 9 30
split_gain=0.594597 1.13021 1.25066 1.09439 2.53134 1.02875 1.73106 1.49361 1.49475 2.85233 1.39795 1.0774 1.0609 1.01814 2.19859 0.855782
threshold=0.13584500000000002 -0.14985499999999999 0.096800000000000011 0.10000000000000002 0.15165000000000003 0.10539000000000003 0.073820000000000011 -0.10942499999999999 -0.084554999999999991 -0.23099 0.089255000000000015 -0.14028499999999997 0.23993500000000004 -0.093949999999999992 -0.078344999999999984 0.082470000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -2 6 13 8 11 -10 -9 -7 -12 -3 -15 -4
right_child=3 2 15 -5 -6 7 -8 10 9 -11 12 -13 -14 14 -16 -17
leaf_value=-0.015531493294026956 0.028907265334286406 -0.010424884730405957 0.0026643854531816745 -0.0057586131827568913 0.00036953898738960762 -0.019427780476273377 0.017194056040107143 0.00099486025544038583 -0.011023544101758639 0.017398528115117037 -0.0093356798113332154 0.0011396305313657014 -0.030519048169785123 0.019134329892024158 3.5326133049439237e-05 0.020647476500739642
leaf_weight=46 48 88 58 58 86 53 60 46 58 88 46 48 48 61 2797 48
leaf_count=46 48 88 58 58 86 53 60 46 58 88 46 48 48 61 2797 48
internal_value=0 -3.32815e-05 0.000170234 0.00565276 0.0105981 -0.000162089 0.000459439 -0.00499188 -0.000333794 0.00610196 -0.0132042 -0.00964507 -0.0201614 0.000118334 0.000443254 0.0108154
internal_weight=0 3545 3499 192 134 3393 3006 387 247 146 140 101 94 2946 2858 106
internal_count=3737 3545 3499 192 134 3393 3006 387 247 146 140 101 94 2946 2858 106
is_linear=0
shrinkage=0.0995203


Tree=708
num_leaves=10
num_cat=0
split_feature=9 1 29 4 27 27 4 18 4
split_gain=0.792268 1.21661 0.828521 1.21402 0.613145 0.952336 0.611575 4.27384 1.84
threshold=-0.25326499999999996 0.62198500000000012 -0.084525000000000003 0.10290000000000002 -0.095019999999999993 -1.0000000180025095e-35 0.10515500000000001 -0.064454999999999998 0.094995000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 8 -8 -7
right_child=1 -3 4 -5 5 6 7 -9 -10
leaf_value=-0.010161742024755104 0.0030575923273704819 0.014639685948155257 0.010919636265322136 -0.01603711073187044 -0.014326092134171367 -0.00012526628278876673 0.030968278640438544 -0.00029711805777369693 -0.011198034445355104
leaf_weight=83 56 53 48 80 48 2794 49 372 157
leaf_count=83 56 53 48 80 48 2794 49 372 157
internal_value=0 -0.000328279 -0.000548624 -0.00816857 -0.000249566 -0.000406566 -0.000208181 0.00333991 -0.000714641
internal_weight=0 3657 3604 136 3468 3420 3372 421 2951
internal_count=3740 3657 3604 136 3468 3420 3372 421 2951
is_linear=0
shrinkage=0.0995203


Tree=709
num_leaves=9
num_cat=0
split_feature=9 1 11 11 36 6 1 6
split_gain=0.642413 0.986513 0.744168 0.565468 1.00172 0.428399 0.959166 0.9102
threshold=-0.25326499999999996 0.62198500000000012 -0.16980999999999999 -0.086319999999999994 0.085820000000000021 0.082725000000000021 0.11120500000000003 0.038300000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 -5
right_child=1 -3 3 4 -6 6 -8 -9
leaf_value=-0.0091504434464767109 -0.01148513125809633 0.013182741343273536 0.0091906639459873717 -0.00080516013232393151 -0.015063434221903602 0.00162436101591088 -0.012421017665793295 -0.012953266659161061
leaf_weight=83 60 53 61 2025 46 1299 50 63
leaf_count=83 60 53 61 2025 46 1299 50 63
internal_value=0 -0.000295609 -0.000494047 -0.000307737 -0.000474323 -0.000278828 0.00110317 -0.00117209
internal_weight=0 3657 3604 3544 3483 3437 1349 2088
internal_count=3740 3657 3604 3544 3483 3437 1349 2088
is_linear=0
shrinkage=0.0995203


Tree=710
num_leaves=16
num_cat=0
split_feature=24 29 2 17 9 1 30 20 2 3 18 9 3 18 8
split_gain=0.577535 0.634988 1.31159 1.11597 0.859353 1.52645 1.28704 1.75442 0.819457 0.690331 0.501936 2.46896 2.06949 1.0276 0.877294
threshold=0.10415500000000003 -0.080349999999999991 -0.021165 -0.080579999999999999 -0.035004999999999994 0.51390500000000017 0.085865000000000011 -0.052259999999999994 -0.0083149999999999995 0.15361500000000003 0.11906500000000002 0.087980000000000017 0.091865000000000016 0.11504500000000002 -0.41646
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 -3 -8 10 13 -12 -13 14 -6
right_child=-2 4 3 -5 9 -7 8 -9 -10 -11 11 12 -14 -15 -16
leaf_value=0.0059625684394594728 -0.011289984285854064 0.0017792566120540872 -0.0014165925869761237 -0.017935986687353463 -0.013472211839152056 -0.010263488250255663 0.010518907491286004 0.025264088156942834 -0.0059229685279352726 -0.012553317731654093 0.020718271534212223 -0.02013079395921915 0.0039597398846003455 -0.015094522842447481 -0.00016969144587580936
leaf_weight=71 48 55 76 87 50 53 52 74 71 46 65 46 152 48 2746
leaf_count=71 48 55 76 87 50 53 52 74 71 46 65 46 152 48 2746
internal_value=0 -0.000302145 -0.00531944 -0.0102387 3.71345e-05 0.00508161 0.0083122 0.0152575 0.00102141 -0.000450574 -0.000271126 0.00388803 -0.00163292 -0.000656033 -0.000407869
internal_weight=0 3692 234 163 3458 305 252 129 123 3153 3107 263 198 2844 2796
internal_count=3740 3692 234 163 3458 305 252 129 123 3153 3107 263 198 2844 2796
is_linear=0
shrinkage=0.0995203


Tree=711
num_leaves=11
num_cat=0
split_feature=9 1 29 17 29 29 9 4 18 4
split_gain=0.576717 0.849985 0.545365 1.35861 0.536067 0.924015 0.769611 0.687889 3.01654 1.60686
threshold=-0.25326499999999996 0.62198500000000012 -0.084525000000000003 -0.085229999999999986 -0.078484999999999985 -0.055059999999999998 -0.088729999999999989 0.10495500000000003 -0.064454999999999998 0.094995000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -4 9 -9 -7
right_child=1 -3 4 -5 5 7 -8 8 -10 -11
leaf_value=-0.0086027248700228844 0.0049451636743712609 0.012298091980005095 -0.00088755406828593814 -0.015159311384490462 -0.013802615068572919 -0.00017562779545052108 0.016135880715063406 0.027455157778473061 0.00037253757034453721 -0.011618612919648373
leaf_weight=83 58 53 58 78 50 2832 48 47 306 127
leaf_count=83 58 53 58 78 50 2832 48 47 306 127
internal_value=0 -0.000212914 -0.000397127 -0.00657933 -0.000154452 -0.000374385 0.00681345 -0.000171417 0.00398076 -0.000667036
internal_weight=0 3657 3604 136 3468 3362 106 3312 353 2959
internal_count=3740 3657 3604 136 3468 3362 106 3312 353 2959
is_linear=0
shrinkage=0.0995203


Tree=712
num_leaves=19
num_cat=0
split_feature=8 8 3 26 0 1 3 6 17 17 21 6 30 5 7 8 1 17
split_gain=0.713538 1.4139 1.34554 2.28262 1.14777 1.45052 1.2478 1.46706 1.20988 4.71653 0.961572 1.47855 1.32628 2.04821 2.51198 1.52027 1.15491 0.870522
threshold=-0.092299999999999993 -0.091284999999999991 0.0040650000000000009 -0.081269999999999995 0.053120000000000007 -0.11064999999999998 0.15537500000000004 0.088915000000000022 0.24923500000000007 0.070205000000000017 0.095695000000000016 0.004915000000000001 0.094490000000000018 -0.41880499999999998 0.077685000000000018 -0.032504999999999999 -0.03694999999999999 0.047990000000000012
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 5 -1 7 8 9 -7 12 16 13 15 -15 -4 -12 -18
right_child=1 2 10 -5 -6 6 -8 -9 -10 -11 11 -13 -14 14 -16 -17 17 -19
leaf_value=-0.010065785788684311 -0.01663226242502612 5.2931858773542606e-05 0.02741693665058418 -0.026398990930199692 0.01806436212684762 0.0022384669796966994 0.019313477856331921 0.014260713688063063 0.011995159290976396 -0.032136706548327468 0.0094328118695566673 -0.018519540723047252 -0.014232646481828339 0.0013865879817147877 -0.022132364387981784 0.0061459897038501207 -0.0056006385187389769 0.0047080259063405957
leaf_weight=84 52 88 48 51 48 281 48 86 68 46 81 56 53 2020 46 109 381 103
leaf_count=84 52 88 48 51 48 281 48 86 68 46 81 56 53 2020 46 109 381 103
internal_value=0 -0.000360522 -8.15526e-05 -0.00964657 0.00324215 0.00208018 0.00401039 0.00248156 -8.09419e-05 -0.00259468 0.000377101 -0.00309361 0.00132444 0.00169571 0.000862536 0.0126544 -0.00156322 -0.00340516
internal_weight=0 3088 3036 139 661 613 529 481 395 327 2897 621 2276 2223 2066 157 565 484
internal_count=3749 3088 3036 139 661 613 529 481 395 327 2897 621 2276 2223 2066 157 565 484
is_linear=0
shrinkage=0.0995203


Tree=713
num_leaves=17
num_cat=0
split_feature=27 1 26 27 8 3 9 0 3 1 0 18 5 5 19 5
split_gain=0.669897 0.576387 1.78545 1.60844 1.50764 2.1251 2.68037 1.37602 1.38302 1.25308 1.36168 0.950298 0.84683 7.68099 1.21436 0.664746
threshold=-0.079769999999999994 -0.053299999999999993 -0.13924499999999998 0.084480000000000013 -0.1205 0.11387500000000002 -0.040564999999999997 -0.032274999999999991 1.0000000180025095e-35 -0.55579999999999996 -0.098749999999999991 0.11715500000000002 -0.068984999999999991 -0.074569999999999984 0.13265500000000005 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 5 15 -7 8 -6 -4 -11 -12 13 -10 -14 -3
right_child=1 4 3 -5 7 6 -8 -9 12 10 11 -13 14 -15 -16 -17
leaf_value=-0.0085935983038032387 0.018822461864021901 0.0098088596749546578 0.017929266988837914 -0.016748547237400498 -0.017142383960916149 0.014396210877922495 -0.012852696315870878 -0.016255776362483539 -0.0008832175229881176 0.01333916026561007 0.0013638562011017163 -0.0072718361169383187 -0.0035139978074928513 0.039961175004237126 0.011345990856037951 0.026588960878779804
leaf_weight=83 59 46 46 48 52 64 81 62 657 87 1280 140 889 49 58 48
leaf_count=83 59 46 46 48 52 64 81 62 657 87 1280 140 889 49 58 48
internal_value=0 0.000447573 0.00181949 0.00119238 -0.000687302 0.00673049 -0.000819946 -0.00169108 -0.00116097 0.00174743 0.00125294 0.000511873 -0.000657733 0.00195043 -0.00260302 0.0183861
internal_weight=0 3666 1660 1601 2006 239 145 1767 1705 1553 1507 1420 1653 706 947 94
internal_count=3749 3666 1660 1601 2006 239 145 1767 1705 1553 1507 1420 1653 706 947 94
is_linear=0
shrinkage=0.0995203


Tree=714
num_leaves=15
num_cat=0
split_feature=4 9 4 3 1 1 3 5 21 3 9 21 9 3
split_gain=0.518331 0.995597 1.46475 0.712544 1.86288 1.61953 1.27224 1.29845 0.922739 0.827981 0.918358 1.94244 1.17199 0.261916
threshold=0.13584500000000002 0.10744000000000002 0.14257000000000006 0.13547000000000003 -0.050379999999999994 0.11120500000000003 0.12323500000000003 0.16703000000000004 0.13042000000000004 0.12015500000000003 -0.093949999999999992 0.083545000000000022 -0.082514999999999991 0.15537500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 8 -8 9 10 11 -1 -12 -4
right_child=1 -3 13 4 5 -7 7 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.02411523459921899 0.021151236641618554 -0.0076631454763416845 -0.0040175065374161139 -0.023443310041796551 0.010072676617353792 -0.012522724115799041 0.017505742121642354 -0.0033712129494504186 -0.012558766654334313 -0.011572270795406106 0.0139652573942541 0.0034744226672627698 0.00035275931269204632 0.0065419384854367366
leaf_weight=46 60 46 47 46 70 57 82 46 58 59 64 56 2966 46
leaf_count=46 60 46 47 46 70 57 82 46 58 59 64 56 2966 46
internal_value=0 0.00516511 0.00902733 -5.424e-05 -0.00628382 -6.21213e-05 0.000264652 0.00999669 -0.000118507 0.000107353 0.000327633 -0.00895995 0.000640554 0.00119664
internal_weight=0 199 153 3550 173 127 3377 128 3249 3191 3132 102 3030 93
internal_count=3749 199 153 3550 173 127 3377 128 3249 3191 3132 102 3030 93
is_linear=0
shrinkage=0.0995203


Tree=715
num_leaves=15
num_cat=0
split_feature=5 5 2 2 2 0 12 5 11 3 3 3 26 0
split_gain=0.46057 2.19918 1.47871 1.20334 1.06125 1.79216 1.25372 1.21638 1.16712 1.0486 1.99542 1.38631 1.45636 0.789671
threshold=-0.0071849999999999995 -0.0086449999999999982 0.31326500000000007 0.10924500000000002 -0.14884499999999998 -0.027364999999999997 -0.0088449999999999987 -0.46834999999999999 -0.15300499999999997 0.13977500000000004 0.12651000000000004 0.11926500000000002 0.10393000000000002 -0.078144999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 7 6 -6 -1 -8 10 11 12 -2 -10
right_child=2 -3 -4 -5 5 -7 8 -9 13 -11 -12 -13 -14 -15
leaf_value=-0.0029709707341702652 -0.0007644564579464292 0.018841159479405515 0.016169990509126105 -0.014893431589356439 0.015283908423737462 -0.014495825296524181 -0.014984042445277575 0.017435277720658469 -0.00039395824833914392 0.010819948191670014 -0.021680861486826589 0.014747657541826473 -0.014844875502738164 0.0047797698236079758
leaf_weight=47 1085 67 47 66 56 81 49 75 1569 69 48 53 78 359
leaf_count=47 1085 67 47 66 56 81 49 75 1569 69 48 53 78 359
internal_value=0 0.00107464 -0.00119142 -0.00177527 0.000541909 2.06708e-05 0.000599449 0.00956715 0.000183086 -0.00112514 -0.00177786 -0.000991538 -0.00170951 0.000568983
internal_weight=0 2303 1446 1399 2236 2114 2033 122 1977 1333 1264 1216 1163 1928
internal_count=3749 2303 1446 1399 2236 2114 2033 122 1977 1333 1264 1216 1163 1928
is_linear=0
shrinkage=0.0995203


Tree=716
num_leaves=14
num_cat=0
split_feature=35 3 1 27 3 2 4 1 2 1 1 18 17
split_gain=0.802554 0.844193 0.599083 1.30637 1.29214 2.51291 1.79923 0.764674 1.37714 0.862386 1.85351 1.28742 0.588725
threshold=0.004000000000000001 -0.13947499999999999 -0.091829999999999995 0.084480000000000013 0.11426500000000002 0.10003000000000002 0.10198500000000002 -0.088694999999999982 -0.085209999999999994 -0.085574999999999998 -0.084759999999999988 -0.0097449999999999985 -0.011809999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -4 11 -11 -9 -12
right_child=-2 2 7 -5 -6 -7 -8 9 -10 10 12 -13 -14
leaf_value=0.011978342311027524 -0.012956952826253105 0.006096329321463396 0.001298817120698455 -0.01274523615196034 -0.0078380714639482707 0.023079999796145195 -0.010674642515954522 0.01520630959996562 -0.021522899575943 -0.020391855921447041 -0.0020417812525250086 -0.0051270100108933483 0.0009484334532460448
leaf_weight=60 46 357 59 49 77 73 77 83 47 46 1086 49 1632
leaf_count=60 46 357 59 49 77 73 77 83 47 46 1086 49 1632
internal_value=0 0.000269741 7.62515e-05 0.00285876 0.0041694 0.00599464 0.00311895 -0.000510194 -0.00881253 -0.000206028 -0.000581605 0.00765213 -0.000246031
internal_weight=0 3695 3635 633 584 507 434 3002 106 2896 2764 132 2718
internal_count=3741 3695 3635 633 584 507 434 3002 106 2896 2764 132 2718
is_linear=0
shrinkage=0.0995203


Tree=717
num_leaves=10
num_cat=0
split_feature=35 4 27 4 30 30 4 0 21
split_gain=0.650759 0.484016 1.08066 0.997465 0.994915 1.30733 1.22916 0.964942 0.755138
threshold=0.004000000000000001 0.13528000000000004 0.08913500000000002 0.14257000000000006 0.10721500000000002 0.092515000000000028 0.12829500000000002 0.12512500000000001 0.14970000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 8 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=0.00014392222144510907 -0.011667474725733549 0.021897570618624438 -0.0056406365981814628 0.0036566684720675553 0.014359778836394114 -0.016357960830121292 -0.016143784525620219 0.01040122897285633 -0.012180890163388339
leaf_weight=3223 46 47 62 81 47 49 46 90 50
leaf_count=3223 46 47 62 81 47 49 46 90 50
internal_value=0 0.000242852 0.00513504 0.0103609 -2.21111e-05 -0.000217822 1.39319e-05 0.000235185 -4.41079e-05
internal_weight=0 3695 190 128 3505 3458 3409 3363 3273
internal_count=3741 3695 190 128 3505 3458 3409 3363 3273
is_linear=0
shrinkage=0.0995203


Tree=718
num_leaves=9
num_cat=0
split_feature=35 3 39 3 24 2 21 6
split_gain=0.527678 0.695361 0.502482 1.62137 0.498665 0.636027 2.69689 1.09447
threshold=0.004000000000000001 -0.13947499999999999 1.0000000180025095e-35 0.014805000000000004 -0.070004999999999998 0.10166000000000001 0.09266000000000002 -0.425425
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 7 -7 -6
right_child=-2 2 -4 4 5 6 -8 -9
leaf_value=0.010845134379781265 -0.010506325850382341 -0.015553219054660472 0.0096625320410544044 -0.0101024554860211 -0.01474206260430932 0.010472512016913882 -0.0073676671133901164 0.00010206101056178604
leaf_weight=60 46 66 53 46 50 240 129 3051
leaf_count=60 46 66 53 46 50 240 129 3051
internal_value=0 0.000218684 4.30561e-05 -9.90472e-05 0.000190816 0.000327504 0.00423348 -0.000137019
internal_weight=0 3695 3635 3582 3516 3470 369 3101
internal_count=3741 3695 3635 3582 3516 3470 369 3101
is_linear=0
shrinkage=0.0995203


Tree=719
num_leaves=10
num_cat=0
split_feature=8 17 3 0 3 7 9 7 20
split_gain=0.440233 0.965606 0.738972 1.22903 1.01709 0.786714 0.808472 0.677344 0.856714
threshold=-0.47145500000000001 0.016900000000000005 0.16149500000000003 -0.046675000000000001 0.14721500000000004 -0.073114999999999999 0.13642500000000005 0.093110000000000012 0.09327000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2 7 8 -7
right_child=2 -3 3 -5 -6 6 -8 -9 -10
leaf_value=0.012562340630255719 0.010674881626115854 -0.0055658743423186085 0.0024825746022760016 -0.018838485147500729 0.013678438807912727 8.0234116600273088e-05 -0.01184380236233131 0.0099682878523366034 -0.0072790556456475411
leaf_weight=79 66 46 53 54 54 3100 59 65 165
leaf_count=79 66 46 53 54 54 3100 59 65 165
internal_value=0 0.00588461 -0.000122575 -0.00826994 0.000125629 -8.59579e-05 -0.000295764 -9.09136e-05 -0.000291424
internal_weight=0 125 3616 107 3509 3455 3389 3330 3265
internal_count=3741 125 3616 107 3509 3455 3389 3330 3265
is_linear=0
shrinkage=0.0995203


Tree=720
num_leaves=26
num_cat=0
split_feature=8 4 27 20 3 3 4 8 20 8 0 8 0 18 5 0 6 3 6 3 18 0 3 9 3
split_gain=0.45694 1.67236 2.1535 1.44413 1.57079 2.01892 2.38805 1.11749 1.07992 1.01914 1.96151 1.29035 0.862533 1.85011 1.49763 3.15191 3.42564 2.99987 2.64422 0.982611 1.88175 1.79408 1.28424 1.79728 0.94315
threshold=-0.066829999999999987 0.14123000000000005 1.0000000180025095e-35 -0.16295499999999999 0.088185000000000027 1.0000000180025095e-35 0.082335000000000019 -0.064619999999999997 -0.053499999999999999 -0.073644999999999988 -0.074264999999999984 -0.070649999999999991 -0.076154999999999987 -0.14624999999999996 -0.077634999999999996 0.053120000000000007 0.092980000000000021 0.11025500000000002 -0.16169999999999998 0.089985000000000023 -0.083775000000000002 -0.12236 0.088685000000000028 0.088365000000000013 0.087925000000000017
decision_type=2 2 2 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 -5 -7 -6 -9 12 -11 -12 13 -1 18 16 17 -16 -14 22 -21 -22 24 -24 -15
right_child=1 -3 -4 4 7 6 -8 8 -10 10 11 -13 14 19 15 -17 -18 -19 -20 20 21 -23 23 -25 -26
leaf_value=0.020243543831072842 -0.017195276292779459 0.016605535793309149 -0.023190735472536705 -0.0081281530881133716 -0.017632989474171589 0.020359685760524635 -0.003195602745401181 0.0027175758145924016 -0.0045172386485709806 -0.0062109035325008865 0.027565526623321727 0.0064883354457475834 -0.008821498788726588 -0.0014513322106530825 -0.040237016955030201 0.014852604437401929 0.0037078163965575841 -0.011122247478733666 0.022573796002426809 0.018820836585551889 -0.0066435241209038534 0.005149091380748665 -0.020116484876636302 0.00097603318932857144 0.0076501380541847356
leaf_weight=47 57 47 48 72 48 114 68 310 599 66 49 70 58 810 56 48 78 94 49 69 186 408 82 78 131
leaf_count=47 57 47 48 72 48 114 68 310 599 66 49 70 58 810 56 48 78 94 49 69 186 408 82 78 131
internal_value=0 -0.00183841 -0.00249774 -0.00171376 -0.000984396 0.00597181 0.0115543 -0.00283152 -0.00204902 0.000446759 0.00754041 0.0151741 -0.000151011 0.00075605 -0.00444215 -0.00831816 -0.0131998 -0.0219972 0.00554814 0.00023636 0.00326361 0.00145508 -0.00158584 -0.00982877 -0.000183413
internal_weight=0 1363 1316 1268 1211 254 182 957 909 2379 185 119 2194 1811 383 276 228 150 107 1764 663 594 1101 160 941
internal_count=3742 1363 1316 1268 1211 254 182 957 909 2379 185 119 2194 1811 383 276 228 150 107 1764 663 594 1101 160 941
is_linear=0
shrinkage=0.0995203


Tree=721
num_leaves=15
num_cat=0
split_feature=3 2 17 8 8 5 21 26 12 20 20 18 29 20
split_gain=0.382804 1.5877 1.5208 1.32671 1.65 0.956789 0.95565 0.727823 0.66504 0.66461 0.786539 2.76791 0.847163 0.963786
threshold=0.12212000000000002 0.14685000000000001 0.12374500000000002 -0.073644999999999988 0.0051800000000000014 -0.11065499999999999 0.13765500000000006 -0.089654999999999999 0.081895000000000023 -0.16295499999999999 -0.097769999999999996 -0.0086449999999999982 0.0035350000000000004 -0.090514999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -3 8 -6 9 -1 11 -11 13 -12
right_child=1 5 -4 4 7 -7 -8 -9 -10 10 12 -13 -14 -15
leaf_value=-0.0098303509798043972 -0.0068055482723007234 0.0010191874378550553 0.023053444340486215 0.018044667347627105 0.007653664751948089 -0.015227573456818929 -0.014967310857180019 -0.009862685656899111 0.0080621408458902283 -0.0052884881014330044 -0.012347662917986958 0.021439808715256744 -0.012220000627171455 -0.00035517043393118594
leaf_weight=78 85 80 46 88 48 65 46 46 87 88 68 68 64 2785
leaf_count=78 85 80 46 88 48 65 46 46 87 88 68 68 64 2785
internal_value=0 0.00234793 0.00633742 0.00345443 0.00825068 -0.0062582 -0.000723101 -0.000909458 -0.000520491 -0.00075772 -0.000527168 0.00635706 -0.000895615 -0.000641293
internal_weight=0 458 313 267 182 145 3284 94 3238 3151 3073 156 2917 2853
internal_count=3742 458 313 267 182 145 3284 94 3238 3151 3073 156 2917 2853
is_linear=0
shrinkage=0.0995203


Tree=722
num_leaves=19
num_cat=0
split_feature=31 8 21 3 3 1 0 17 3 18 5 9 18 26 18 18 17 5
split_gain=0.463192 0.403154 1.15374 0.877414 1.93413 2.09122 2.24993 1.85713 1.75677 2.58962 1.40909 1.30683 0.849406 1.9778 1.7099 0.882878 1.24596 2.81221
threshold=0.095410000000000009 -0.066544999999999993 -0.080634999999999998 0.086605000000000029 0.084290000000000018 0.043640000000000005 -0.054850000000000003 0.12439000000000001 0.11663500000000003 -0.14343999999999998 0.39524000000000009 0.10199500000000002 -0.14734 0.091025000000000023 -0.10726999999999999 -0.093649999999999997 -0.52615499999999993 0.18340500000000004
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 4 5 6 -4 8 9 -5 -10 -9 13 -1 -14 -16 -17 -18
right_child=-2 2 3 7 -6 -7 -8 11 10 -11 -12 -13 14 -15 15 16 17 -19
leaf_value=0.024753111843102353 0.0095041596877155163 -0.014452922117607517 -0.023263805317631014 -0.023143665827334202 0.018820831856670921 0.015954068425335231 0.0056002606930396033 0.016412610411321155 -0.0014783505296473765 -0.00419694379175103 0.015824284715011759 -0.0039895774537361808 -0.018128747257705757 -0.00085642313956184974 0.010013484864311792 0.011623228228796275 0.00010821208160556322 -0.019922033806855071
leaf_weight=46 47 68 55 81 66 47 52 82 153 608 67 50 51 85 89 86 1937 72
leaf_count=46 47 68 55 81 66 47 52 82 153 608 67 50 51 85 89 86 1937 72
internal_value=0 -0.000437603 -0.00182473 -0.0011431 0.00456609 -0.00153777 -0.00922876 -0.00235043 -0.00395287 -0.00642554 0.00378737 0.00867831 0.000341209 0.00812999 -0.000114949 0.000305328 -0.000106704 -0.000609239
internal_weight=0 3695 1329 1261 220 154 107 1041 909 689 220 132 2366 131 2235 2184 2095 2009
internal_count=3742 3695 1329 1261 220 154 107 1041 909 689 220 132 2366 131 2235 2184 2095 2009
is_linear=0
shrinkage=0.0995203


Tree=723
num_leaves=23
num_cat=0
split_feature=18 20 0 1 6 18 17 17 6 5 5 0 1 18 8 17 0 7 9 20 4 17
split_gain=0.322861 1.80911 2.82914 2.05383 1.70579 1.4504 1.43856 2.68365 2.31718 1.39975 1.24576 1.18643 1.07464 0.992867 2.4415 0.976196 0.939004 1.81827 0.917365 0.794802 2.23641 1.34091
threshold=0.089020000000000016 -0.053499999999999999 -0.14574499999999999 0.00039500000000000011 0.041585000000000011 0.082540000000000016 -0.017704999999999995 -0.00265 0.092980000000000021 -0.093875 -0.071044999999999983 -0.086025000000000004 -0.080689999999999998 0.0057900000000000009 -0.072175000000000003 -0.0082649999999999998 0.13167000000000004 -0.07553 0.092465000000000033 -0.069854999999999987 0.10022000000000002 0.11639500000000001
decision_type=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 4 10 13 8 -8 12 -7 -2 -9 -4 16 -15 -11 17 -1 -13 20 -19 -21
right_child=1 2 6 -5 -6 9 7 11 -10 15 -12 18 -14 14 -16 -17 -18 19 -20 21 -22 -23
leaf_value=0.019330239208986237 0.0016426473772610708 -0.027721487014995948 -0.0092670719163220044 0.020411280054058928 0.015736457458610877 -0.0040470689781738605 0.023158678929752839 0.0099420115936558161 0.0078847807171884051 0.027144966749926763 -0.017679722933267698 -0.014113783450843296 -0.026752634395088463 -0.026557217095824669 0.0045889851972215337 0.0074713537211724369 -0.012355947576711773 -0.00075112560083925764 -0.00082208673680814865 0.0024202736057046467 -0.017379631215017118 -0.0049936097346282163
leaf_weight=49 85 50 90 64 49 49 47 59 55 46 54 84 57 47 53 55 59 730 133 1447 90 290
leaf_count=49 85 50 90 64 49 49 47 59 55 46 54 84 57 47 53 55 59 730 133 1447 90 290
internal_value=0 -0.002017 -0.00509918 0.00501249 -0.0002253 0.000210757 -0.00294311 0.00117438 -0.00953106 0.00974192 -0.005858 -0.00256637 -0.0160528 -0.000306008 -0.0100415 0.0164397 5.89962e-05 0.000340386 -0.00597103 -2.31987e-05 -0.0025772 0.00118202
internal_weight=0 827 575 252 188 2915 525 323 202 150 139 276 147 2765 100 101 2665 2606 217 2557 820 1737
internal_count=3742 827 575 252 188 2915 525 323 202 150 139 276 147 2765 100 101 2665 2606 217 2557 820 1737
is_linear=0
shrinkage=0.0995203


Tree=724
num_leaves=28
num_cat=0
split_feature=9 0 29 5 1 0 29 0 20 17 9 6 3 1 9 1 6 6 3 9 5 1 6 0 5 18 1
split_gain=0.658618 1.15885 1.81711 1.77936 1.22628 1.03229 1.65479 0.769268 3.63135 1.0814 2.95051 2.93286 1.33149 1.95475 1.48159 1.3956 0.799805 1.89445 1.19378 1.13946 1.13719 1.89879 1.81796 1.02811 1.06543 0.651395 0.280837
threshold=-0.063329999999999984 -0.14574499999999999 -0.081409999999999996 -0.010424999999999999 -0.095674999999999996 -0.063914999999999986 0.089275000000000007 -0.23058999999999999 -0.0058900000000000003 0.064745000000000011 0.083795000000000022 -0.0093650000000000001 0.087825000000000028 -0.050379999999999994 0.093235000000000026 -0.022844999999999997 0.090845000000000023 0.096435000000000021 0.14940500000000004 0.09202500000000001 -0.41880499999999998 0.031740000000000011 -0.12272499999999999 -0.083995 -0.000475 -0.023444999999999997 -0.078509999999999983
decision_type=2 2 2 2 2 2 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 -4 6 -6 8 -2 16 11 -11 26 14 -14 -15 18 19 20 25 22 -22 -9 -19 -25 -18 -12
right_child=7 2 4 -5 5 -7 -8 9 -10 10 12 -13 13 15 -16 -17 17 23 -20 -21 21 -23 -24 24 -26 -27 -28
leaf_value=-0.008879388025490851 -0.010008544887346506 0.0078387063658411794 0.024489827567682605 -0.018980390633025101 0.022030259076860934 -0.0029432946453959701 -0.0014562031696568932 0.00043012540287596366 0.024468084842835275 0.00094623712833229775 0.0037203187894519624 -0.031295174560544481 -0.021522918388832045 0.017114642784748911 -0.0038120530056653806 -0.0013746225311423931 0.010281804923302981 0.010753055301087708 0.013682659312138468 0.0027302128556361679 -0.00047186395724462855 -0.0097614767398391793 0.023628009484911023 0.0025535545669329927 -0.010415555358140366 0.025865156767282321 0.01441337023556853
leaf_weight=60 60 50 51 48 73 66 50 123 61 46 47 71 80 49 113 231 51 60 56 80 1536 254 46 129 122 56 51
leaf_count=60 60 50 51 48 73 66 50 123 61 46 47 71 80 49 113 231 51 60 56 80 1536 254 46 129 122 56 51
internal_value=0 0.0038608 0.0061248 -0.00528883 0.0107888 0.00708733 0.0124763 -0.000423268 0.00736547 -0.000717944 -0.00421394 -0.0186121 -0.00126228 -0.00345102 -0.0111576 0.00185808 0.000238852 0.00381042 -0.000643443 0.0117266 -0.00105339 -0.00179051 0.00674919 -0.000946844 -0.0037469 0.0184452 0.00929343
internal_weight=0 398 338 98 240 189 123 3322 121 3201 688 117 571 473 193 280 2513 498 2015 187 1959 1790 169 311 251 107 98
internal_count=3720 398 338 98 240 189 123 3322 121 3201 688 117 571 473 193 280 2513 498 2015 187 1959 1790 169 311 251 107 98
is_linear=0
shrinkage=0.0995203


Tree=725
num_leaves=22
num_cat=0
split_feature=17 6 5 8 8 20 6 17 3 17 4 4 4 6 6 1 4 2 1 0 18
split_gain=0.517379 1.72775 2.76916 2.13732 1.31007 1.23814 1.17784 1.07578 3.07007 0.957236 0.912423 3.3905 2.29911 1.50468 2.04109 2.57437 1.48934 1.45053 1.75095 3.6003 0.671609
threshold=-0.41426000000000002 0.041585000000000011 0.25155500000000008 -0.077784999999999993 -0.074204999999999993 -0.077945 -0.055679999999999993 -0.21387500000000001 0.12389500000000002 -0.53896499999999992 0.088720000000000021 0.084435000000000024 0.096000000000000016 1.0000000180025095e-35 -0.068019999999999983 -0.11064999999999998 0.10398500000000002 0.084895000000000012 -0.28064499999999998 -0.061654999999999995 -0.098315
decision_type=2 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 9 -7 8 -2 -5 11 17 -12 14 16 -16 -14 18 -9 -20 -8
right_child=7 4 3 5 -6 6 20 10 -10 -11 12 -13 13 -15 15 -17 -18 -19 19 -21 -22
leaf_value=-0.020000117817506855 -0.020828724762112668 0.0039215253242719074 0.020082092529891248 0.00071511323108022545 0.027105602698413427 0.014753188527280782 0.0050710900383423236 0.015825594689651688 0.0093397977255062319 -0.018647840674508056 0.01952218203075835 -0.019844370358115801 -0.016216609265338185 -0.012137076572419879 -0.0029394908207782721 0.026526792514192796 0.0018143339104873882 -0.013761307437197166 0.00046307846913772759 -0.022984708697890665 -0.0095324186369942689
leaf_weight=58 85 51 63 50 46 71 72 69 55 51 75 91 51 75 50 71 411 76 2027 67 55
leaf_count=58 85 51 63 50 46 71 72 69 55 51 75 91 51 75 50 71 411 76 2027 67 55
internal_value=0 0.00295297 0.000186172 0.0034227 0.0149245 -8.4734e-05 0.00448642 -0.000439852 -0.00897096 -0.00905412 -4.96548e-05 -0.00101333 0.00301246 0.00112941 0.00283748 0.0143439 -0.000174324 -0.000247607 0.000226838 -0.000286771 -0.00124682
internal_weight=0 517 420 362 97 299 198 3203 140 101 3063 2330 733 658 583 121 462 2239 2163 2094 127
internal_count=3720 517 420 362 97 299 198 3203 140 101 3063 2330 733 658 583 121 462 2239 2163 2094 127
is_linear=0
shrinkage=0.0995203


Tree=726
num_leaves=22
num_cat=0
split_feature=3 4 8 17 8 6 17 6 8 18 17 2 3 2 18 3 8 6 6 3 8
split_gain=0.546758 0.749093 1.03092 0.570478 1.84343 2.40823 3.67575 1.01629 1.55647 1.51056 0.986285 0.852613 1.52553 1.12598 1.43757 1.87908 1.21448 1.01429 1.80526 1.58781 0.695374
threshold=-0.0043349999999999994 0.13364000000000004 -0.01187 -0.41426000000000002 -0.087374999999999994 0.041585000000000011 -0.56368999999999991 -0.049814999999999991 0.095620000000000024 -0.034774999999999993 -0.24445500000000001 -0.084979999999999986 0.079570000000000016 -0.086050000000000001 -0.091109999999999983 0.085795000000000024 -0.035869999999999992 -0.26746999999999993 -0.45687499999999998 0.16637500000000002 -0.082584999999999992
decision_type=2 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 -6 9 -9 -8 -5 13 -13 14 16 -16 -12 18 -14 -19 -15
right_child=3 -3 -4 10 5 -7 7 8 -10 -11 11 12 17 20 15 -17 -18 19 -20 -21 -22
leaf_value=0.0098298348563888929 0.019706248923207478 0.016354202278016119 -0.0078668177629710994 -0.011393013305851468 -0.028228267345789038 0.01713687737874682 0.00063090149596935826 -0.016286454624014363 0.0072583578902510344 0.020219148921256137 -0.0042625813870467858 -0.016496210620950563 0.0015501442081429868 -0.022320403712702174 0.0091883081227007186 -0.0037405614307631477 -0.02411854852488711 0.0010142437157623938 -0.021327990645693223 0.017723378925768585 -0.005169605655651356
leaf_weight=70 57 46 61 84 48 74 166 66 48 51 91 51 90 46 167 334 46 1963 55 58 48
leaf_count=70 57 46 61 84 48 74 166 66 48 51 91 51 90 46 167 334 46 1963 55 58 48
internal_value=0 0.00542659 0.00158316 -0.000241104 0.00283817 0.00071389 -0.00249055 0.00123934 -0.00636567 0.00523837 -0.000759155 -0.00045598 0.00051605 -0.00340107 -0.00190136 0.000567428 -0.0109355 0.000916994 -0.00712213 0.00149418 -0.0135713
internal_weight=0 177 131 3543 510 453 379 331 114 217 3033 2949 2217 732 638 501 137 2166 145 2021 94
internal_count=3720 177 131 3543 510 453 379 331 114 217 3033 2949 2217 732 638 501 137 2166 145 2021 94
is_linear=0
shrinkage=0.0995203


Tree=727
num_leaves=30
num_cat=0
split_feature=17 18 26 1 3 6 4 0 26 3 20 18 18 6 0 6 0 26 20 1 20 0 17 0 6 17 2 3 6
split_gain=0.480336 1.42422 1.27257 1.51105 2.90581 1.37313 1.35173 1.88013 2.08797 1.06824 0.702498 1.9502 1.82506 1.55746 2.45092 1.6933 1.69315 1.78101 1.43087 1.7247 1.39594 2.34533 2.35133 1.407 1.79075 1.31692 1.25876 1.22917 1.11541
threshold=0.064745000000000011 -0.085709999999999995 -0.074359999999999996 -0.050379999999999994 0.087570000000000023 -0.0072949999999999994 0.077765000000000015 -0.085684999999999997 0.090275000000000022 0.09339500000000002 -0.079864999999999992 0.11769500000000002 0.15891500000000006 -0.085064999999999988 -0.087825 -0.065394999999999995 -0.142265 0.084785000000000013 -0.076664999999999997 0.043640000000000005 -0.049534999999999996 -0.079665 -0.049834999999999997 -0.098749999999999991 -0.10754999999999999 -0.39722999999999997 -0.077054999999999998 0.16149500000000003 -0.017084999999999999
decision_type=2 2 2 2 2 2 2 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 6 -5 9 7 -4 -9 -6 11 13 18 14 16 -15 -1 -18 19 -12 21 22 -20 24 -22 -23 28 -25 -17
right_child=1 2 3 4 5 -7 -8 8 -10 -11 12 -13 -14 15 -16 26 17 -19 20 -21 23 25 -24 27 -26 -27 -28 -29 -30
leaf_value=0.011035817240539815 0.013587234757336631 0.0078431064420842918 0.0096785047714195039 -0.021596507353279327 -0.013878296036153967 0.013910511551968477 -0.025897820335853548 -0.029047949476322034 -0.0054244770968148448 0.0028207254744775142 0.026917075487760716 0.017305405806636431 -0.014492929505503294 -0.022672201504941206 0.019762951090305327 0.013163628145586224 -0.016649383751807273 0.0071172018691701058 -0.033762631273175379 0.0012259693007619663 0.00024682288612790527 0.015539235886388695 -0.0033778512054679125 0.0014740294046669115 0.014972933965271627 -0.0076768555328494076 -0.014659840526404844 -0.01438335450144 -0.004457499546034558
leaf_weight=59 53 89 51 55 49 86 46 51 136 168 49 47 69 64 60 46 97 46 46 55 153 51 56 1520 176 46 89 50 157
leaf_count=59 53 89 51 55 49 86 46 51 136 168 49 47 69 64 60 46 97 46 46 55 153 51 56 1520 176 46 89 50 157
internal_value=0 -0.00216269 -0.00330574 -0.00485257 -0.000549835 0.00326782 -0.0102736 -0.0072503 -0.0118716 -0.000946251 0.000610099 -0.00223423 0.00144334 -0.00372158 0.00209966 -0.00800805 -0.00314281 -0.00899846 0.00194308 0.0133383 0.00137782 -0.00655123 -0.0170888 0.00220915 0.00812711 0.00452111 -0.00479119 0.000968495 -0.0004605
internal_weight=0 784 731 642 358 303 284 238 187 217 2936 665 2271 618 262 356 202 143 2202 104 2098 199 102 1899 329 97 292 1570 203
internal_count=3720 784 731 642 358 303 284 238 187 217 2936 665 2271 618 262 356 202 143 2202 104 2098 199 102 1899 329 97 292 1570 203
is_linear=0
shrinkage=0.0995203


Tree=728
num_leaves=15
num_cat=0
split_feature=8 3 9 8 17 3 3 1 6 26 6 6 29 1
split_gain=0.418383 2.39819 1.69161 0.876671 0.820158 0.819341 1.54486 1.27411 2.06213 0.917738 1.02996 0.980428 0.839734 0.538398
threshold=-0.15713999999999997 0.11387500000000002 -0.063329999999999984 -0.14546000000000001 -0.0064000000000000003 0.16149500000000003 0.11926500000000002 0.50996500000000011 -0.242115 0.14527500000000004 -0.040424999999999996 -0.072834999999999997 -0.085039999999999991 0.012830000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 -1 6 7 8 -5 10 11 -8 -10 -4
right_child=3 2 13 5 -6 -7 9 -9 12 -11 -12 -13 -14 -15
leaf_value=0.02431131119616544 -0.013199301968223777 0.0067631047491328086 -0.005661109006740662 -0.021300630838449353 0.0069957412721672408 -0.01081972565647185 0.01022307284540723 0.013632848863098061 0.010356279177068441 -0.0063965623162956882 0.019146929010662266 -0.0051020086936412736 -0.0011692819319779955 -0.020836979879019377
leaf_weight=49 55 77 47 50 61 75 120 58 64 46 70 63 2858 46
leaf_count=49 55 77 47 50 61 75 120 58 64 46 70 63 2858 46
internal_value=0 0.00326493 -0.00414009 -0.000734376 0.0147165 -0.000532734 -0.000300729 -0.000974427 -0.00125977 0.00652364 0.008876 0.00494275 -0.000916559 -0.0131763
internal_weight=0 280 170 3459 110 3404 3329 3030 2972 299 253 183 2922 93
internal_count=3739 280 170 3459 110 3404 3329 3030 2972 299 253 183 2922 93
is_linear=0
shrinkage=0.0995203


Tree=729
num_leaves=19
num_cat=0
split_feature=17 17 6 6 26 6 1 26 17 26 6 12 11 27 6 27 19 17
split_gain=0.410079 1.70699 1.79966 2.92739 1.10936 1.09846 2.05927 1.93072 1.05342 0.994344 0.666154 0.89401 1.0592 0.860822 2.27789 2.01528 0.330951 0.161276
threshold=0.12439000000000001 0.27568500000000007 0.089985000000000023 -0.017084999999999999 -0.054024999999999997 0.094510000000000025 -0.050379999999999994 0.047170000000000011 0.11012500000000003 0.089795000000000028 -0.48214499999999999 0.094205000000000025 -0.14985499999999999 0.085370000000000015 -0.089745000000000005 0.078330000000000025 0.11697000000000003 0.51292000000000015
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 -3 7 17 -6 10 -9 -1 12 -12 15 -15 -14 -11 -7
right_child=1 4 -4 -5 5 6 -8 9 -10 16 11 -13 13 14 -16 -17 -18 -19
leaf_value=0.010463443643572467 0.0045535493803106689 0.01214472213736747 -0.0051304985363381534 0.034413592957046962 -0.02607033134737962 -0.0094237581851900152 0.019816730513854051 0.006739830396098689 -0.014135104444826296 -0.015386536039348477 0.011525805929138882 -0.0141244215865755 -0.00076586801722145989 0.003060920265236257 -0.01840886350646518 0.019808473983482063 -0.0038368704647477555 -0.0012412202490767849
leaf_weight=53 87 50 58 52 47 49 48 62 58 47 70 49 2666 102 94 48 52 47
leaf_count=53 87 50 58 52 47 49 48 62 58 47 70 49 2666 102 94 48 52 47
internal_value=0 0.00199445 0.00958425 0.0157301 -0.00172289 -0.00369505 0.00298239 -0.00832183 -0.000846803 -0.0031355 -0.000596465 -0.000790257 -0.000570729 -0.000861992 -0.00723164 -0.000401687 -0.00932832 -0.00542625
internal_weight=0 599 197 139 402 352 144 208 3140 161 3082 3029 2980 2910 196 2714 99 96
internal_count=3739 599 197 139 402 352 144 208 3140 161 3082 3029 2980 2910 196 2714 99 96
is_linear=0
shrinkage=0.0995203


Tree=730
num_leaves=21
num_cat=0
split_feature=3 5 5 5 3 1 1 1 3 19 22 17 3 3 3 26 6 17 17 6
split_gain=0.417485 0.495276 2.28451 1.46279 3.33433 2.30938 1.17142 1.70475 1.48567 3.73748 1.45576 1.11314 1.93041 1.07594 1.35503 1.36235 1.38544 1.31989 0.731638 0.880643
threshold=-0.13947499999999999 -0.074569999999999984 -0.070260000000000003 -0.087699999999999986 0.096775000000000014 -0.078729999999999994 0.078505000000000019 0.031740000000000011 0.087325000000000028 0.086450000000000013 0.081160000000000024 -0.45791500000000002 0.10426500000000002 0.086605000000000029 0.085355000000000028 0.084355000000000027 -0.093749999999999986 -0.052269999999999997 -0.00067499999999999993 0.016740000000000005
decision_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 13 5 -5 7 8 9 -4 -10 -9 -13 14 15 16 -2 -15 -19 -20
right_child=1 2 6 4 -6 -7 -8 11 10 -11 -12 12 -14 17 -16 -17 -18 18 19 -21
leaf_value=0.0065836277956058007 0.0037569225662500926 0.016860018727687005 -0.0015147715892453453 -0.028813436909909434 0.013089171630763405 -0.0039505403233989506 0.014523464740679464 -0.0011036091501693539 0.0010803078794561433 -0.029134142962244931 0.013407478370852537 -0.0032276065806494309 -0.031328600610706123 -0.014513831085131044 0.019603295560435146 0.011400572019652807 -0.018737663190184349 0.010209010606221371 -0.00021426821855913475 -0.009370199597608939
leaf_weight=84 64 80 576 80 47 69 52 77 1364 53 102 49 48 80 51 78 47 53 557 128
leaf_count=84 64 80 576 80 47 69 52 77 1364 53 102 49 48 80 51 78 47 53 557 128
internal_value=0 -0.000512083 0.00032485 -0.00211519 -0.0100126 -0.0173052 -0.00024473 -0.000583543 0.000202227 -0.0038433 0.00193856 -0.0100491 -0.0171417 -0.000651378 0.00520669 0.00131755 -0.00576044 -0.00237113 -0.00105373 -0.00192635
internal_weight=0 3655 2401 1254 196 149 2321 2269 2095 629 1466 174 97 1058 240 189 111 818 738 685
internal_count=3739 3655 2401 1254 196 149 2321 2269 2095 629 1466 174 97 1058 240 189 111 818 738 685
is_linear=0
shrinkage=0.0995203


Tree=731
num_leaves=15
num_cat=0
split_feature=2 2 3 2 2 0 2 17 2 9 2 5 17 5
split_gain=0.349412 0.747625 3.82074 2.01464 0.918012 2.09773 1.98453 1.37301 1.18949 1.9936 1.56851 1.07224 0.806732 0.613018
threshold=-0.23128999999999997 -0.15327499999999997 0.09587500000000003 -0.14531999999999998 -0.087245000000000003 -0.062714999999999993 -0.112555 0.0053950000000000014 -0.086050000000000001 0.08486500000000001 -0.085599999999999996 -0.040404999999999996 -0.016659999999999998 0.41488500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 -3 5 6 -5 -8 9 12 -10 -12 -6 -1
right_child=1 3 -4 4 8 -7 7 -9 10 -11 11 -13 -14 -15
leaf_value=0.013986417539499568 -0.021505256867917134 0.019611307681403612 0.014651838574971111 0.016110698831587725 0.0087128982342057695 -0.020732514939264833 -0.001122801585816158 -0.015574041176187686 -0.015731508376616504 -0.0043120378690777849 -0.0019052966902001936 0.0020349005292390828 0.027385905829368298 -0.0007113103931937106
leaf_weight=46 78 50 46 53 46 68 279 85 64 69 1393 1344 46 72
leaf_count=46 78 50 46 53 46 68 279 85 64 69 1393 1344 46 72
internal_value=0 -0.000491255 -0.00808554 -0.000221735 -0.000509658 -0.00452334 -0.00187815 -0.00449965 0.000147268 0.00846593 -0.000330592 2.92325e-05 0.0180583 0.00501138
internal_weight=0 3621 124 3497 3447 485 417 364 2962 161 2801 2737 92 118
internal_count=3739 3621 124 3497 3447 485 417 364 2962 161 2801 2737 92 118
is_linear=0
shrinkage=0.0995203


Tree=732
num_leaves=13
num_cat=0
split_feature=35 3 5 3 17 6 2 18 17 1 0 9
split_gain=0.58949 0.567617 1.00285 0.671106 1.53209 1.57653 0.692392 2.20455 2.51945 1.28865 1.13685 1.7269
threshold=0.004000000000000001 -0.0043349999999999994 -0.13803499999999999 0.083875000000000019 -0.07496499999999999 0.085570000000000021 -0.157135 -0.046804999999999992 -0.12118 -0.51253999999999988 0.099665000000000017 -0.22988499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 7 -5 -9 -8 11 -11
right_child=-2 3 -4 6 5 -7 9 8 -10 10 -12 -13
leaf_value=-0.0021110461329229935 -0.011143550788625363 -0.016916836692574024 0.014213151306485879 -0.0076987797467421223 0.0092231194555435422 -0.013434658706037644 -0.014014692510293513 0.033043832778474932 8.7688077520400382e-05 0.018291738857654095 -0.015278856351756794 0.00017085278030266524
leaf_weight=73 46 75 76 62 83 48 64 46 46 53 46 3033
leaf_count=73 46 75 76 62 83 48 64 46 46 53 46 3033
internal_value=0 0.000192114 0.0062099 -5.98067e-05 -0.00557334 0.000914782 0.00027899 0.00679693 0.0165747 -3.4822e-05 0.000250585 0.000482333
internal_weight=0 3705 149 3556 206 131 3350 154 92 3196 3132 3086
internal_count=3751 3705 149 3556 206 131 3350 154 92 3196 3132 3086
is_linear=0
shrinkage=0.0995203


Tree=733
num_leaves=18
num_cat=0
split_feature=1 17 26 3 2 18 17 27 10 18 1 9 12 8 21 2 2
split_gain=0.598351 1.53958 2.88156 2.19158 1.97809 1.56717 1.70023 1.38269 1.30907 0.978349 1.29717 0.678812 1.34849 1.03108 2.52914 1.53451 0.421002
threshold=-0.091829999999999995 -0.049834999999999997 0.087525000000000019 0.093715000000000021 -0.10018999999999999 0.090540000000000023 -0.10337499999999999 -0.01137 0.090860000000000024 -0.13579499999999997 -0.47779999999999995 -0.25326499999999996 -0.01397 -0.36115499999999995 0.088880000000000028 0.10003000000000002 0.0049750000000000011
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 -4 6 9 -2 11 -1 -11 -9 -13 14 -14 -15 -5
right_child=7 3 4 16 -6 -7 -8 8 -10 10 -12 12 13 15 -16 -17 -18
leaf_value=-0.0076481371669146446 0.011913264931417976 0.021599885613793179 0.028905464251476401 -0.0067460966392736948 0.003218639556222232 -0.021785585891868436 -0.019673176786862791 -0.01189669128505829 -0.017544710001163824 0.014201334347360492 -0.0039141078650685454 0.016479572245511751 0.026478536016234344 -0.00050743466412099558 -0.004642947832787063 -0.010957760643008716 0.0064377212841520183
leaf_weight=84 86 90 46 47 84 48 47 52 46 83 74 46 46 2617 59 147 49
leaf_count=84 86 90 46 47 84 48 47 52 46 83 74 46 46 2617 59 147 49
internal_value=0 0.00278811 -0.000265467 0.0104429 0.0123141 -0.00513501 -0.00235707 -0.000528742 -0.000884145 0.00101654 0.00565763 -0.000625566 -0.000424222 -0.000695534 0.00898344 -0.00106352 -8.32903e-06
internal_weight=0 652 466 186 130 336 288 3099 3013 241 157 2967 2915 2869 105 2764 96
internal_count=3751 652 466 186 130 336 288 3099 3013 241 157 2967 2915 2869 105 2764 96
is_linear=0
shrinkage=0.0995203


Tree=734
num_leaves=17
num_cat=0
split_feature=1 26 3 3 8 2 0 6 27 26 9 4 12 8 8 4
split_gain=0.48515 1.15988 2.08831 1.5633 1.48988 1.97377 1.43463 2.55507 1.12119 0.840809 0.803569 1.3254 0.937035 1.12011 1.61054 0.53142
threshold=-0.091829999999999995 0.086985000000000021 0.07728500000000002 0.095240000000000019 -0.090274999999999994 0.10003000000000002 0.12084000000000002 0.024640000000000006 -0.01137 0.092385000000000023 -0.25326499999999996 0.14699000000000004 0.087445000000000023 -0.36115499999999995 -0.15530999999999998 0.10333000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 -4 6 7 -6 -2 -3 -10 12 13 -12 -15 -8
right_child=8 3 4 -5 5 -7 15 -9 10 -11 11 -13 -14 14 -16 -17
leaf_value=0.01965071407184955 0.010727654447481673 0.0086756194071456669 -0.013973878064533648 0.021261462019736926 -0.025280639217642009 0.016283486660129944 0.014047925838294296 0.00064104194965834574 -0.012715947989150057 -0.0080916581893904806 0.010443403964754301 0.015490466475183935 -0.014090950745475167 -0.018843905393225054 -0.00063855965186335564 -0.00062238841485380309
leaf_weight=47 86 80 88 67 60 64 46 101 55 47 88 50 52 49 2719 52
leaf_count=47 86 80 88 67 60 64 46 101 55 47 88 50 52 49 2719 52
internal_value=0 0.00251051 -0.000219628 0.0089601 -0.0024939 0.00063124 -0.00323334 -0.00901413 -0.000476147 0.00246396 -0.000796209 -0.000574301 -0.000850799 -0.000609445 -0.000961132 0.00625533
internal_weight=0 652 458 194 411 323 259 161 3099 127 3013 2958 2908 2856 2768 98
internal_count=3751 652 458 194 411 323 259 161 3099 127 3013 2958 2908 2856 2768 98
is_linear=0
shrinkage=0.0995203


Tree=735
num_leaves=13
num_cat=0
split_feature=35 3 7 1 8 3 0 8 7 17 0 6
split_gain=0.451975 0.436114 0.66415 0.589501 0.660616 0.569972 1.30436 2.31891 0.960205 0.900761 0.789367 0.823127
threshold=0.004000000000000001 -0.0043349999999999994 0.099030000000000021 0.41379000000000005 -0.01187 0.083875000000000019 -0.14401 -0.085165000000000005 0.020750000000000005 -0.012064999999999999 -0.23177499999999998 -0.26746999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 6 -3 9 10 -8 -7 -12
right_child=-2 2 -4 -5 -6 8 7 -9 -10 -11 11 -13
leaf_value=0.0091683629224470278 -0.0097653537029544473 0.0096969367566546363 -0.01091168929094229 0.013619625964700045 -0.0075200573453689358 -0.0094242548224789061 -0.0090203917005292449 -0.02471481983747412 0.011126195215720815 0.010276129803533861 -0.0088651091684594958 0.0006892343409770921
leaf_weight=46 46 46 55 55 48 83 50 60 81 46 92 3043
leaf_count=46 46 46 55 55 48 83 50 60 81 46 92 3043
internal_value=0 0.000160462 -6.033e-05 0.00543531 0.000637908 0.000109909 -0.00502143 -0.00936671 0.000424353 0.000217331 0.000154723 0.00040859
internal_weight=0 3705 3556 149 94 3501 202 156 3299 96 3218 3135
internal_count=3751 3705 3556 149 94 3501 202 156 3299 96 3218 3135
is_linear=0
shrinkage=0.0995203


Tree=736
num_leaves=9
num_cat=0
split_feature=3 4 20 20 22 13 9 20
split_gain=0.617519 0.790656 0.581013 1.11537 1.74369 1.01232 0.822252 0.956331
threshold=0.30793000000000009 0.14831500000000003 -0.23803499999999997 -0.14091999999999996 0.078135000000000024 0.086115000000000011 -0.20504500000000001 -0.088694999999999982
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5 -8
right_child=-2 -3 3 5 -6 -7 7 -9
leaf_value=0.0079060899510187289 -0.0091675148723613514 0.012584661522971221 0.00010035050059718741 -0.0125098423981914 -0.023406793373748805 0.014227245120164021 0.0071397670973404898 -0.00052578031600611027
leaf_weight=84 76 48 76 54 53 48 170 3110
leaf_count=84 76 48 76 54 53 48 170 3110
internal_value=0 -0.000103306 -0.000272942 -0.000468857 -0.00955128 -0.000122182 -0.000329019 -0.000128231
internal_weight=0 3643 3595 3511 129 3382 3334 3280
internal_count=3719 3643 3595 3511 129 3382 3334 3280
is_linear=0
shrinkage=0.0995203


Tree=737
num_leaves=9
num_cat=0
split_feature=3 4 2 8 25 2 0 2
split_gain=0.500727 0.641111 0.616541 0.920439 0.554569 0.55512 1.84592 1.11141
threshold=0.30793000000000009 0.14831500000000003 0.35004500000000011 -0.36115499999999995 0.083740000000000023 0.11241000000000002 -0.23099 0.10166000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=0.0098293775708430745 -0.0082551618875554619 0.011332233266897846 -0.0088847310250175695 -0.00045213966960182809 0.0092527455534336493 0.0057930382917055845 -0.018425022815529133 0.014963604340397641
leaf_weight=91 76 48 80 3193 59 59 66 47
leaf_count=91 76 48 80 3193 59 59 66 47
internal_value=0 -9.29574e-05 -0.000245733 -4.88798e-05 -0.000311655 -0.000479595 -0.00698755 -0.000228263
internal_weight=0 3643 3595 3515 3424 3365 125 3240
internal_count=3719 3643 3595 3515 3424 3365 125 3240
is_linear=0
shrinkage=0.0995203


Tree=738
num_leaves=10
num_cat=0
split_feature=11 13 20 20 1 18 20 0 21
split_gain=0.409361 0.549466 0.462196 0.771925 1.45977 0.655961 0.836672 1.38022 1.28426
threshold=-0.29846499999999998 0.089365000000000014 -0.23803499999999997 -0.14091999999999996 -0.016464999999999997 0.30956000000000011 -0.088694999999999982 -0.25289499999999993 -0.010234999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 -8 -5
right_child=1 -3 3 5 -6 -7 7 -9 -10
leaf_value=-0.0071878775604044395 0.007031959416777229 0.010499930222910781 -0.021932297528605815 -0.0069853879052124736 0.0001561209834408289 -0.01165929115595583 0.015941818223406453 -0.00056324792580572755 0.012681017885731113
leaf_weight=82 85 48 47 46 80 48 51 3117 115
leaf_count=82 85 48 47 46 80 48 51 3117 115
internal_value=0 -7.7054e-05 -0.000218741 -0.000394862 -0.00801189 -0.000108163 5.81437e-05 -0.000297283 0.00705696
internal_weight=0 3637 3589 3504 127 3377 3329 3168 161
internal_count=3719 3637 3589 3504 127 3377 3329 3168 161
is_linear=0
shrinkage=0.0995203


Tree=739
num_leaves=9
num_cat=0
split_feature=31 30 3 7 3 27 27 27
split_gain=0.366942 0.73558 0.624278 0.786126 0.487759 0.475572 1.57206 1.19612
threshold=0.095410000000000009 0.10000000000000002 -0.13947499999999999 0.083780000000000021 1.0000000180025095e-35 0.095885000000000012 0.085370000000000015 0.10630500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -7
right_child=-2 -3 3 -5 5 7 -8 -9
leaf_value=0.0086388924089995291 0.0085263650169055457 -0.0096429034282021469 -0.0076097081719687844 -0.0098185763795555544 0.00028536431327200526 0.016539632955635576 -0.012451885878448588 -0.0043232945225649515
leaf_weight=79 47 82 83 84 3136 57 99 52
leaf_count=79 47 82 83 84 3136 57 99 52
internal_value=0 -0.000322799 -0.000109688 -0.000306771 -7.33856e-05 0.000113426 -0.000104178 0.00657917
internal_weight=0 3672 3590 3511 3427 3344 3235 109
internal_count=3719 3672 3590 3511 3427 3344 3235 109
is_linear=0
shrinkage=0.0995203


Tree=740
num_leaves=13
num_cat=0
split_feature=3 12 0 2 9 21 1 18 2 20 23 17
split_gain=0.669457 0.530879 0.441117 2.05763 1.75092 1.19816 1.11369 1.13055 1.04063 1.62358 1.34829 0.686119
threshold=-0.16443499999999997 0.081895000000000023 0.0047200000000000011 0.41639000000000009 -0.084134999999999988 0.085190000000000016 -0.51253999999999988 -0.11166 0.14685000000000001 -0.047859999999999993 0.084760000000000016 -0.56005499999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -4 6 -6 -8 10 -10 11 -2
right_child=1 -3 4 -5 5 -7 7 -9 9 -11 -12 -13
leaf_value=-0.011412594622040778 0.01212774306126924 0.010692533502331507 -0.021320812748197068 0.020116425770542627 0.014214168934156345 -0.014587225498493851 0.0092550704077073841 -0.0074154200477484422 0.0022478128420839161 -0.020896583598068157 0.017047755386528269 -0.00011789632336511985
leaf_weight=51 46 46 47 51 59 50 62 115 61 59 47 3048
leaf_count=51 46 46 47 51 59 50 62 115 61 59 47 3048
internal_value=0 6.79605e-05 -6.58974e-05 0.000281023 -0.00351881 -0.000590439 0.00237152 -0.00157141 -2.89394e-05 -0.0091247 0.000318298 6.39011e-05
internal_weight=0 3691 3645 3312 333 286 236 177 3261 120 3141 3094
internal_count=3742 3691 3645 3312 333 286 236 177 3261 120 3141 3094
is_linear=0
shrinkage=0.0995203


Tree=741
num_leaves=19
num_cat=0
split_feature=3 5 5 2 5 4 27 0 27 26 26 2 5 35 3 3 2 20
split_gain=0.542843 0.450436 1.67065 1.32949 1.15124 2.7707 1.81596 2.14715 1.51255 1.44582 2.203 2.13758 1.40687 1.08505 0.983438 1.67615 0.957578 0.596155
threshold=-0.16443499999999997 -0.11065499999999999 -0.13803499999999999 -0.14884499999999998 -0.074569999999999984 0.090595000000000023 0.085370000000000015 -0.094139999999999988 -0.038765000000000001 0.086325000000000027 0.08709500000000002 0.10674000000000002 -0.079124999999999987 -0.070059999999999997 0.086335000000000023 0.092510000000000023 -0.084114999999999981 -0.075115000000000001
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 12 8 -8 -6 11 -11 -10 16 -5 -15 -16 -3 -18
right_child=1 4 -4 13 6 -7 7 -9 9 10 -12 -13 -14 14 15 -17 17 -19
leaf_value=-0.010276811798414259 0.013200607920284038 -0.013443193962616886 0.020170571343052921 -0.014556034589351554 -0.014307942403884756 -0.026154615754353253 0.0044846199867080482 -0.022273657151418845 0.005895830268658829 -0.016750638887919313 0.00024703306704480289 -0.0077982795966306442 -0.017997514622570755 0.011881642953155034 -0.013560789977218879 0.0016740307374607732 0.011269605803957628 -0.00020075950772983301
leaf_weight=51 79 48 48 50 62 54 50 73 902 81 1115 129 50 69 85 451 53 292
leaf_count=51 79 48 48 50 62 54 50 73 902 81 1115 129 50 69 85 451 53 292
internal_value=0 6.12191e-05 0.00218185 0.00100436 -0.00050857 -0.00487016 0.00038981 -0.0113897 0.00102314 0.00145033 -0.000903463 0.00418161 -0.00227382 -0.000465389 0.000697775 -0.000740413 -0.000271262 0.00155898
internal_weight=0 3691 782 734 2909 497 2412 123 2289 2227 1196 1031 443 655 605 536 393 345
internal_count=3742 3691 782 734 2909 497 2412 123 2289 2227 1196 1031 443 655 605 536 393 345
is_linear=0
shrinkage=0.0995203


Tree=742
num_leaves=11
num_cat=0
split_feature=11 11 11 8 8 0 23 9 0 1
split_gain=0.505248 1.00544 0.927554 0.481927 1.12838 0.826864 0.635911 0.667098 0.630267 0.562121
threshold=-0.16269500000000001 -0.088219999999999993 -0.40069499999999997 -0.41646 -0.186225 -0.11524 0.084760000000000016 0.13642500000000005 -0.23177499999999998 -0.14806999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -3 7 8 -6 -7
right_child=1 3 -4 4 6 9 -8 -9 -10 -11
leaf_value=-0.0028594090709552124 -0.014416259962729459 -0.014637936724741256 0.017006885597176266 0.013707498672253599 -0.0089144099729977205 -0.0073064864851751779 0.010859795809920282 -0.0095108173759777814 0.00019767716211202397 0.0081680665559761972
leaf_weight=46 49 60 47 60 77 47 52 75 3183 46
leaf_count=46 49 60 47 60 77 47 52 75 3183 46
internal_value=0 -0.000256427 0.00717175 -6.34686e-05 0.000178893 -0.00552909 -6.05216e-05 -0.000231039 -1.7296e-05 0.000338791
internal_weight=0 3649 93 3600 3447 153 3387 3335 3260 93
internal_count=3742 3649 93 3600 3447 153 3387 3335 3260 93
is_linear=0
shrinkage=0.0995203


Tree=743
num_leaves=16
num_cat=0
split_feature=29 2 0 2 4 20 29 29 20 21 4 20 5 2 4
split_gain=0.451533 0.528969 1.18805 2.45089 0.942026 0.812904 0.478476 1.00158 0.74354 1.70991 0.6036 2.35708 1.90179 1.50045 1.05656
threshold=-0.11156000000000001 0.15165000000000003 0.0047200000000000011 0.42136500000000005 0.13469000000000006 -0.048954999999999999 -0.012945 -0.078484999999999985 -0.081744999999999998 0.08241500000000003 0.10459000000000003 -0.047309999999999998 0.024640000000000006 0.11241000000000002 0.094995000000000024
decision_type=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 -2 -10 13 -12 -13 14 -8
right_child=1 2 -4 -5 -6 -7 10 -9 9 -11 11 12 -14 -15 -16
leaf_value=0.0084990921603390942 -0.010402481688095936 -0.00035555608731390956 -0.018789162370622562 0.017981538041657797 0.010319150574215501 -0.016684654429967857 0.00040550705408858869 -0.017351909316763878 -0.0070606622982265221 0.016909043387518075 0.024675567644348445 -0.0068385275258809781 0.016518190821572305 -0.016821277539781059 -0.010988252391353537
leaf_weight=60 58 60 48 48 87 61 2797 48 68 52 48 123 48 53 83
leaf_count=60 58 60 48 48 87 61 2797 48 68 52 48 123 48 53 83
internal_value=0 -0.000204241 -0.00497089 -0.00104132 9.40406e-05 -0.00859435 -0.000169064 -0.00459252 -0.00114718 0.00331939 0.000147841 0.00518796 -0.000277466 -0.000228214 7.68608e-05
internal_weight=0 3682 217 169 3465 121 3378 226 178 120 3152 219 171 2933 2880
internal_count=3742 3682 217 169 3465 121 3378 226 178 120 3152 219 171 2933 2880
is_linear=0
shrinkage=0.0995203


Tree=744
num_leaves=17
num_cat=0
split_feature=29 29 20 8 0 1 2 8 21 17 17 3 0 0 1 6
split_gain=0.507919 0.807386 0.714215 0.530553 1.56497 1.37398 1.94312 1.11017 3.82719 0.573433 4.13477 2.48746 3.42964 2.01233 1.17802 0.519291
threshold=0.12669500000000003 0.0050600000000000011 -0.065649999999999986 0.068430000000000019 -0.085245000000000001 -0.47779999999999995 -0.13535499999999998 0.010485000000000003 0.085190000000000016 -0.062765000000000001 -0.049834999999999997 0.08785500000000003 -0.14824999999999997 -0.098180000000000003 -0.091829999999999995 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 -5 -6 -7 9 -9 11 -11 13 -13 -1 -12 -8
right_child=-2 2 -4 4 5 6 15 8 -10 10 14 12 -14 -15 -16 -17
leaf_value=-0.022667948001325999 -0.0098649033763586139 0.00094027376771491664 0.017625797702033857 0.017137245752493278 0.010803407345609889 -0.019754754201129068 -0.0043899884597004592 0.0076105935147011165 -0.031389345026487783 -0.029923830119074606 0.0078804014073078615 0.030323721719305894 0.0033226262698257893 -0.0018315933452930531 -0.0010773111810490684 0.010036593502553837
leaf_weight=53 50 53 49 69 79 58 47 53 47 48 158 50 686 344 1823 52
leaf_count=53 50 53 49 69 79 58 47 53 47 48 158 50 686 344 1823 52
internal_value=0 0.000233572 0.0089639 -1.58463e-05 0.00395324 9.51189e-05 -0.00528792 -0.00038721 -0.0107112 -6.04494e-05 -0.00106219 0.00173276 0.00515805 -0.00461534 -0.000362451 0.00317934
internal_weight=0 3669 102 3567 305 236 157 3262 100 3162 2029 1133 736 397 1981 99
internal_count=3719 3669 102 3567 305 236 157 3262 100 3162 2029 1133 736 397 1981 99
is_linear=0
shrinkage=0.0995203


Tree=745
num_leaves=9
num_cat=0
split_feature=20 0 1 29 29 21 21 3
split_gain=0.481741 1.76189 0.767248 0.462756 0.760346 0.674615 0.673966 1.24823
threshold=-0.16295499999999999 -0.08269 -0.51744999999999985 0.12669500000000003 0.0050600000000000011 0.14970000000000003 0.13589500000000002 0.12015500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 -4
right_child=2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.0047885598370108265 0.0093814842660250759 -0.017921673915733821 0.00058330258543657471 -0.0097332371679069874 0.0092359230711056561 -0.011506737419422149 0.011492182723937485 -0.0061541087824193994
leaf_weight=73 90 63 2955 47 90 50 51 300
leaf_count=73 90 63 2955 47 90 50 51 300
internal_value=0 -0.00572561 0.000308762 7.47618e-05 0.000208771 -3.30723e-05 0.000140208 -3.74056e-05
internal_weight=0 136 3583 3493 3446 3356 3306 3255
internal_count=3719 136 3583 3493 3446 3356 3306 3255
is_linear=0
shrinkage=0.0995203


Tree=746
num_leaves=15
num_cat=0
split_feature=27 29 26 1 1 3 1 5 1 18 10 0 18 18
split_gain=0.4067 0.551406 0.423934 2.23775 1.80484 1.31211 1.04584 3.07999 2.98449 2.15672 1.13401 1.5611 0.985514 0.940927
threshold=-0.086859999999999993 -0.11156000000000001 0.086645000000000014 -0.36347499999999994 -0.096749999999999989 0.090050000000000033 -0.40145499999999995 0.25642500000000007 -0.16272499999999998 -0.091869999999999993 0.08235000000000002 -0.081909999999999997 0.23251500000000005 0.13881000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 7 -3 -8 -9 11 -10 13 -6
right_child=1 2 3 4 12 -7 8 9 10 -11 -12 -13 -14 -15
leaf_value=-0.0068952206540725362 0.0098606947142151746 0.022145063945883919 -0.022478738302038712 0.0016271398788650492 -0.0013402099333856112 0.023824478064569433 -0.021009024401581953 0.0085358018767690332 -0.00030014736444967943 -0.016604309429093883 -0.012967181481416352 0.0069087647284053694 0.012279585813447938 -0.015801648062327228
leaf_weight=81 58 87 47 56 1439 50 63 83 1144 57 55 402 51 46
leaf_count=81 58 87 47 56 1439 50 63 83 1144 57 55 402 51 46
internal_value=0 0.000234635 7.84536e-05 -0.00106721 -0.000453835 0.0121053 0.00110217 0.00743897 0.00023722 -0.00169397 0.00107378 0.00157383 -0.00132108 -0.00178873
internal_weight=0 3638 3580 1689 1642 106 1891 227 1664 140 1601 1546 1536 1485
internal_count=3719 3638 3580 1689 1642 106 1891 227 1664 140 1601 1546 1536 1485
is_linear=0
shrinkage=0.0995203


Tree=747
num_leaves=23
num_cat=0
split_feature=19 8 5 5 19 18 18 4 4 3 1 5 18 8 18 19 20 5 5 36 0 0
split_gain=0.493876 1.52075 2.52105 0.919028 0.828975 0.500687 1.6919 1.52177 1.38434 1.9458 1.50281 1.46616 0.897682 0.574156 1.60705 1.48721 1.3718 1.90693 1.13604 1.06424 1.64154 0.187569
threshold=0.10671000000000001 -0.0077949999999999998 -0.063819999999999988 -0.015214999999999999 0.13120500000000004 0.082540000000000016 0.086800000000000016 0.11541000000000003 0.096160000000000009 0.091865000000000016 -0.07825 -0.087699999999999986 0.0089800000000000036 -0.07743499999999999 -0.14734 0.0069650000000000016 -0.094259999999999997 0.012305000000000002 -0.012464999999999999 0.084475000000000022 -0.07664 -0.088174999999999989
decision_type=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 4 21 12 -7 8 9 11 -11 -8 13 14 -1 16 18 -18 -15 20 -16 -2
right_child=1 2 -4 -5 -6 6 7 -9 -10 10 -12 -13 -14 15 19 -17 17 -19 -20 -21 -22 -23
leaf_value=0.015584772856669172 0.0064413809611902342 0.00055699709948938759 -0.029971178074758145 0.0098992642770619737 -0.014076568898214088 0.016261334972049898 0.0024601999563957084 0.015936906053115877 -0.015487814661197495 0.024108227189138871 0.0040620557830236192 -0.01063962660498511 -0.010609960151898358 -0.019783559128750433 -0.0012364618705887193 -0.015764132336731042 0.0076796087620552619 -0.0012209564984714337 2.1101332330166008e-05 0.012176949881508593 -0.012575728018154805 -0.0025381808429377531
leaf_weight=54 46 59 49 77 49 81 177 62 55 46 191 162 80 46 1157 46 541 426 76 51 142 46
leaf_count=54 46 59 49 77 49 81 177 62 55 46 191 162 80 46 1157 46 541 426 76 51 142 46
internal_value=0 -0.00362843 -0.0132862 0.00115239 -0.00361848 0.000426911 0.00265082 0.00105879 -0.000401783 0.0010373 0.00795633 -0.00379748 -0.000230013 9.67212e-05 -0.00124852 0.00176151 0.00250255 0.00375773 -0.00743952 -0.00192246 -0.00247664 0.0019427
internal_weight=0 326 108 218 141 3393 774 693 631 576 237 339 2619 2539 1404 1135 1089 967 122 1350 1299 92
internal_count=3719 326 108 218 141 3393 774 693 631 576 237 339 2619 2539 1404 1135 1089 967 122 1350 1299 92
is_linear=0
shrinkage=0.0995203


Tree=748
num_leaves=15
num_cat=0
split_feature=29 26 21 27 2 0 21 4 30 2 27 5 4 5
split_gain=0.547954 1.50426 1.46451 0.892251 0.805826 1.95195 1.78956 1.34483 2.92562 2.0204 1.16579 1.03762 0.989846 0.572727
threshold=0.0035350000000000004 0.047170000000000011 1.0000000180025095e-35 -0.0083799999999999986 0.15165000000000003 1.0000000180025095e-35 0.091135000000000022 0.12631500000000004 0.10000000000000002 -0.032624999999999994 0.098515000000000019 -0.40421499999999994 0.11509500000000002 -0.0071849999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 7 6 11 10 9 -9 12 -6 13 -5
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.01409004247245047 -0.026188055114912033 0.0066174204968197751 -0.0010560240148256227 0.0012730944154955147 -0.002421251185632905 -0.023615247579724396 -0.016100387937959329 0.0054139660752025604 -0.01051657021514309 0.033728393528796446 0.012736413939220242 0.018378179621735727 -0.013305150700744993 -0.001499625204739743
leaf_weight=47 46 60 46 1846 49 47 47 50 47 50 72 46 55 1229
leaf_count=47 46 60 46 1846 49 47 47 50 47 50 72 46 55 1229
internal_value=0 -0.00563278 -0.0136309 0.0004677 0.000286505 -0.00603545 -0.000211009 0.000643527 0.00995129 0.0195794 0.000215963 0.00764144 -7.17863e-05 0.000164642
internal_weight=0 152 92 3585 3538 189 142 3349 147 100 3202 95 3130 3075
internal_count=3737 152 92 3585 3538 189 142 3349 147 100 3202 95 3130 3075
is_linear=0
shrinkage=0.0995203


Tree=749
num_leaves=11
num_cat=0
split_feature=12 11 12 35 1 6 27 9 27 0
split_gain=0.482144 0.580818 0.838441 0.547208 0.577716 0.667916 0.531346 1.7045 1.2917 0.427572
threshold=0.094205000000000025 -0.11166 -0.082629999999999995 -0.076159999999999992 0.42491000000000007 -0.46637499999999998 0.085370000000000015 -0.0098899999999999995 0.078330000000000025 -0.059114999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 -4 6 -6 8 -8 -5 -1
right_child=-2 2 3 4 5 -7 7 -9 -10 -11
leaf_value=0.014914377979522884 -0.0087272026069392643 -0.013212033849906079 -0.0091925445012707128 0.00020742837612184711 0.00035950723478546577 0.013518106681269515 0.0029922194592324966 -0.017691796457051653 0.015197884501751637 0.0015338593757424428
leaf_weight=46 59 46 59 3102 83 71 98 66 58 49
leaf_count=46 59 46 59 3102 83 71 98 66 58 49
internal_value=0 0.000340861 0.000136988 0.000310829 0.000472277 0.00643145 0.000195944 -0.00532685 0.000482829 0.00802147
internal_weight=0 3678 3583 3537 3478 154 3324 164 3160 95
internal_count=3737 3678 3583 3537 3478 154 3324 164 3160 95
is_linear=0
shrinkage=0.0995203


Tree=750
num_leaves=15
num_cat=0
split_feature=29 3 27 2 3 5 3 5 0 3 3 4 2 4
split_gain=0.472118 1.47403 0.719118 0.671441 1.68274 2.60499 1.33396 1.60753 3.13066 1.02904 0.582511 1.13176 1.46541 1.10154
threshold=0.0035350000000000004 0.11492500000000001 -0.0083799999999999986 0.15165000000000003 0.11663500000000003 -0.22999499999999998 0.12323500000000003 -0.46834999999999999 -0.066264999999999991 0.14530500000000005 -0.086889999999999995 0.11132500000000002 -0.0064000000000000003 0.10724500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 -5 -6 10 -8 -9 -10 -4 13 -13 -12
right_child=1 -3 3 4 5 -7 7 8 9 -11 11 12 -14 -15
leaf_value=0.012637923065846001 -0.015318422080362666 0.0042833662362080404 0.0089142272485732126 0.0069936495551516358 0.0034157898892827666 -0.025898572691667465 -0.0092986985487097246 0.033241008575847469 -0.0016698822953711387 0.014986719981873424 -7.6989047439947876e-05 -0.018914848584068302 0.0039385711288854605 0.014822958487951397
leaf_weight=47 74 78 71 68 55 66 46 49 100 58 2859 70 46 50
leaf_count=47 74 78 71 68 55 66 46 49 100 58 2859 70 46 50
internal_value=0 -0.00525423 0.000408409 0.000245716 -0.00552504 -0.0125671 0.000571632 0.00751974 0.0112611 0.00443939 3.57935e-06 -0.000205293 -0.00984523 0.000178831
internal_weight=0 152 3585 3538 189 121 3349 253 207 158 3096 3025 116 2909
internal_count=3737 152 3585 3538 189 121 3349 253 207 158 3096 3025 116 2909
is_linear=0
shrinkage=0.0995203


Tree=751
num_leaves=10
num_cat=0
split_feature=12 21 9 20 20 20 20 3 8
split_gain=0.441376 0.551065 1.48721 0.618487 1.2591 1.14839 0.69405 0.953298 0.598266
threshold=0.094205000000000025 -0.091649999999999995 0.083425000000000013 -0.224635 -0.15314999999999998 -0.14091999999999996 -0.085594999999999991 0.099950000000000025 0.10649000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 7 -7 -8
right_child=-2 3 -4 4 5 6 8 -9 -10
leaf_value=0.019864721312405308 -0.0083788507953350879 -0.0090437023801375489 -0.0036418831618237964 0.016630916450817552 -0.015562833995331919 0.010836677953839807 0.00017002813647841472 -0.0029206925276172584 -0.006964232945419261
leaf_weight=50 59 72 57 46 46 135 3072 79 121
leaf_count=50 59 72 57 46 46 135 3072 79 121
internal_value=0 0.000297408 0.00733486 8.63116e-05 0.000274417 5.62823e-05 0.000267406 0.0057542 -0.000100071
internal_weight=0 3678 107 3571 3499 3453 3407 214 3193
internal_count=3737 3678 107 3571 3499 3453 3407 214 3193
is_linear=0
shrinkage=0.0995203


Tree=752
num_leaves=18
num_cat=0
split_feature=7 30 26 30 1 18 5 18 9 5 8 8 27 10 7 7 18
split_gain=0.380501 0.446691 1.6965 1.19873 0.536014 1.33583 3.45968 2.92903 3.36771 2.51746 1.53612 1.02604 0.922913 0.863609 1.36918 0.84497 0.398064
threshold=0.099030000000000021 0.094490000000000018 -0.0098899999999999995 0.10940500000000002 -0.096749999999999989 -0.089024999999999993 0.24444000000000005 0.089365000000000014 0.079525000000000026 0.12043500000000003 0.079450000000000021 -0.0049949999999999994 -0.01137 0.076235000000000011 0.016975000000000004 -0.009689999999999999 -0.14734
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 9 7 8 -7 -1 -8 -9 -6 14 15 -14 -11
right_child=-2 2 -4 -5 12 6 10 11 -10 16 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.019135013681269276 -0.0078923996093494524 -0.024738049555268458 0.0086467939164551928 -0.0023577649914630467 0.010586899002317992 0.044544050394089652 -0.018587769288093366 -0.0051039870040707489 0.0098082737894202125 0.011948706884622301 0.0052425444213201264 0.014014051825215621 -0.012656502197662123 -0.010264412199494519 0.015483378838788846 -0.00041185990423108182 0.0005791069594319419
leaf_weight=67 63 47 54 48 74 50 59 68 62 46 49 47 57 90 53 2708 91
leaf_count=67 63 47 54 48 74 50 59 68 62 46 49 47 57 90 53 2708 91
internal_value=0 -9.16556e-05 -0.00542909 -0.0134387 0.000133979 0.00302234 0.00688935 0.0138666 0.0253226 -0.00332387 -0.00776829 0.00270236 -0.000387822 -0.000667378 -0.000360581 -0.000664577 0.00440262
internal_weight=0 3670 149 95 3521 539 335 227 112 204 108 115 2982 2908 2818 2765 137
internal_count=3733 3670 149 95 3521 539 335 227 112 204 108 115 2982 2908 2818 2765 137
is_linear=0
shrinkage=0.0995203


Tree=753
num_leaves=26
num_cat=0
split_feature=9 2 9 19 26 9 3 17 8 2 1 5 4 18 17 26 5 17 1 2 8 3 1 26 18
split_gain=0.384159 1.57758 1.16754 1.02626 0.953488 1.18926 1.42953 0.879177 0.934971 1.84347 1.64126 2.17209 1.47951 1.34033 1.68943 1.30604 0.841691 0.800364 0.791973 1.57252 1.26687 2.09414 0.796551 0.469257 0.298548
threshold=0.094085000000000016 -0.021165 0.093175000000000022 -0.050215000000000003 0.098495000000000013 0.10744000000000002 0.096385000000000012 -0.5696199999999999 -0.098504999999999995 0.11804000000000002 0.41291000000000005 -0.15086999999999998 0.11419500000000003 -0.17307499999999998 -0.16207999999999997 0.056820000000000016 0.51100000000000012 0.021725000000000005 -0.041095 -0.24151999999999998 0.11446000000000002 0.12461000000000003 -0.071399999999999991 0.11444500000000003 0.022040000000000008
decision_type=2 2 2 2 2 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 18 6 -6 -1 10 13 11 -9 -11 16 -15 -13 -10 24 19 -5 21 -20 -21 -8 -7
right_child=1 -3 -4 4 5 17 23 8 9 12 -12 15 -14 14 -16 -17 -18 -19 20 22 -22 -23 -24 -25 -26
leaf_value=0.012940414757512958 -0.011799687311401028 -0.015215057902767457 -0.012185655592829423 -0.0030472724060448737 0.0038651719389634701 -0.0043157949430387916 -0.0075241795345898088 -0.012749970926730818 0.018861627692382733 -0.026996453875003511 0.01634412747883239 -0.0028107827014573076 -0.0026429524780380259 -0.0090728745113180277 -0.00032779206478296543 0.012227833657976051 0.00052343439071086723 0.015378124578557376 -0.0059698198780956243 0.025721618019116051 0.016253587496765629 0.018106853157027689 0.010263635101683374 -0.021157152035890692 0.0063783515549909967
leaf_weight=48 46 52 86 53 81 56 54 88 54 49 82 102 50 248 1860 130 46 56 161 60 56 46 74 47 48
leaf_count=48 46 52 86 53 81 56 54 88 54 49 82 102 50 248 1860 130 46 56 161 60 56 46 74 47 48
internal_value=0 0.00160284 -0.000766317 0.00264741 0.00348754 -0.000471179 -0.0059759 -0.000409813 -0.000646664 -0.00141871 0.00378189 0.000560261 -0.014705 -0.000822618 -0.00135701 0.0056125 0.0104342 0.00578532 0.00649799 0.0114508 0.00297329 -0.00061549 0.0171912 -0.0138763 0.000612094
internal_weight=0 890 2843 838 792 342 182 2757 2709 2307 402 320 99 2208 2108 232 100 160 450 187 263 207 134 101 104
internal_count=3733 890 2843 838 792 342 182 2757 2709 2307 402 320 99 2208 2108 232 100 160 450 187 263 207 134 101 104
is_linear=0
shrinkage=0.0995203


Tree=754
num_leaves=10
num_cat=0
split_feature=6 30 10 12 6 4 6 3 4
split_gain=0.359629 0.492964 0.451029 0.587428 0.689774 2.07986 0.969609 1.26584 0.684376
threshold=0.23663500000000004 -1.0000000180025095e-35 0.09407500000000002 0.091760000000000022 -0.25061999999999995 0.13686500000000004 -0.45687499999999998 0.09482500000000002 0.093595000000000025
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 8 7 -3 -6
right_child=-2 2 -4 -5 5 -7 -8 -9 -10
leaf_value=0.010171485173642811 -0.0084811574469220059 -0.014361836194853208 -0.0088263784130855182 0.010345896319611941 0.00040485860526001612 0.020488597490422592 -0.015969153394968738 0.0055003251801059106 -0.0037862158683814491
leaf_weight=46 51 48 59 53 2822 49 64 94 447
leaf_count=46 51 48 59 53 2822 49 64 94 447
internal_value=0 -6.6064e-05 -0.000195807 -5.32233e-05 -0.000209856 0.000136834 -0.00579788 -0.00120788 -0.000167975
internal_weight=0 3682 3636 3577 3524 3318 206 142 3269
internal_count=3733 3682 3636 3577 3524 3318 206 142 3269
is_linear=0
shrinkage=0.0995203


Tree=755
num_leaves=23
num_cat=0
split_feature=9 2 9 9 2 19 26 9 5 2 17 17 3 3 3 3 3 3 3 26 1 3
split_gain=0.329642 1.31218 0.959465 1.86783 1.12677 0.840951 0.809671 0.965797 1.24401 1.84159 0.756583 0.826242 0.690065 0.685896 1.4893 1.42926 1.42597 1.03526 0.728989 0.555016 1.3625 0.763949
threshold=0.094085000000000016 -0.021165 0.092775000000000024 0.09227500000000001 -0.080555000000000002 -0.050215000000000003 0.098495000000000013 0.10744000000000002 -0.031929999999999993 -0.077604999999999993 -0.5696199999999999 -0.54441499999999998 0.11089500000000001 0.10244500000000002 0.11225500000000002 0.097880000000000023 0.12015500000000003 0.10749000000000002 0.094525000000000012 0.11023000000000002 0.05340000000000001 0.14166500000000004
decision_type=2 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 -4 -2 13 8 9 -8 -1 -12 -9 15 17 18 -16 -15 -7 21 -21 -13
right_child=1 -3 4 -5 -6 6 7 12 -10 -11 11 19 -14 14 16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.011699184844840518 -0.010616661371519395 -0.013829913960188596 -0.01936401852155413 0.017075761580184864 -0.00065418894726539665 0.010721300063912241 0.013903968746706611 0.011913582240404032 -0.016975908528356884 -0.010752900128717298 -0.012867573180996522 -0.00053544904836889311 -0.0011538703258347595 0.0024984870448215278 0.021327968246021543 0.024909748614660797 0.0012567319468947792 -0.017895177956800762 -0.0036393201560605847 0.015258098035822541 -0.0060195214822973174 -0.0080840335290330006
leaf_weight=48 46 52 58 60 71 96 55 78 61 66 56 2288 82 53 56 50 94 46 55 68 53 141
leaf_count=48 46 52 58 60 71 96 55 78 61 66 56 2288 82 53 56 50 94 46 55 68 53 141
internal_value=0 0.00150799 -0.000686639 -0.000287736 -0.00907271 0.00246072 0.0032213 -0.000426496 -0.00538738 0.000448003 -0.000680589 -0.000908926 0.0052114 0.00599544 0.00250024 0.0103212 0.00875546 -0.00696909 0.00548519 -0.000645984 0.00593138 -0.000973971
internal_weight=0 890 2843 2714 129 838 792 342 182 121 2654 2606 160 450 249 201 150 99 151 2550 121 2429
internal_count=3733 890 2843 2714 129 838 792 342 182 121 2654 2606 160 450 249 201 150 99 151 2550 121 2429
is_linear=0
shrinkage=0.0995203


Tree=756
num_leaves=12
num_cat=0
split_feature=7 19 21 19 19 19 4 9 4 17 17
split_gain=0.96177 0.459113 1.34837 0.800728 0.762095 0.566639 0.53732 1.52054 1.3168 0.323797 0.776468
threshold=-0.080929999999999988 0.11174500000000002 0.08957500000000003 0.10583000000000002 0.098950000000000024 0.088935000000000028 0.10515500000000001 0.10646500000000002 0.084250000000000033 0.14342500000000005 0.41580500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 8 -8 -2 -4 -11
right_child=1 2 9 -5 -6 -7 7 -9 -10 10 -12
leaf_value=0.01220221802266966 0.00060155356992241222 -0.014137823116529773 0.008419025280235479 0.011587275376468925 -0.012233736071916178 0.0099531440339770214 0.0053520258236039123 -0.0091004821912970321 -0.0060453810035979282 -0.011071872129157747 0.0051212203385880119
leaf_weight=68 2330 84 46 64 47 62 474 85 338 49 73
leaf_count=68 2330 84 46 64 47 62 474 85 338 49 73
internal_value=0 0.000256386 -0.00384189 0.000560381 0.000348588 0.000528639 0.000347314 0.00315295 -0.000240218 0.00130121 -0.00137585
internal_weight=0 3652 252 3400 3336 3289 3227 559 2668 168 122
internal_count=3720 3652 252 3400 3336 3289 3227 559 2668 168 122
is_linear=0
shrinkage=0.0995203


Tree=757
num_leaves=10
num_cat=0
split_feature=7 10 13 5 3 38 8 18 6
split_gain=0.779858 0.635734 0.703925 1.11087 0.686084 2.08807 0.572796 1.1301 0.913057
threshold=-0.080929999999999988 0.09407500000000002 1.0000000180025095e-35 -0.54623499999999992 1.0000000180025095e-35 -0.08236499999999998 -0.36115499999999995 0.098305000000000017 -0.41548999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -6 -8
right_child=1 -3 -4 4 6 -7 8 -9 -10
leaf_value=0.010987850655951792 0.013296520626507529 -0.010196463889434215 0.010278904259090303 0.0049539351213627736 0.00088432376977882153 -0.023770054883822552 -0.0095527606632405029 0.019156447524130916 0.00020425737091669973
leaf_weight=68 63 57 70 55 124 46 98 46 3093
leaf_count=68 63 57 70 55 124 46 98 46 3093
internal_value=0 0.00023087 0.000396427 0.000199947 -3.81428e-05 -0.00812018 0.000204484 0.00583336 -9.51377e-05
internal_weight=0 3652 3595 3525 3462 101 3361 170 3191
internal_count=3720 3652 3595 3525 3462 101 3361 170 3191
is_linear=0
shrinkage=0.0995203


Tree=758
num_leaves=14
num_cat=0
split_feature=12 1 2 2 9 11 4 4 18 18 4 20 3
split_gain=0.831982 0.444158 1.17412 2.35992 0.86199 1.00924 0.510042 1.64962 2.55553 1.57785 1.91006 1.09843 1.0726
threshold=-0.089259999999999992 -0.50290499999999982 -0.15544499999999997 -0.0072299999999999994 -0.26414499999999996 -0.16980999999999999 0.096370000000000025 0.084435000000000024 -0.044484999999999997 -0.040349999999999997 0.10739000000000003 0.020795000000000004 0.14166500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 -6 7 12 -9 10 -8 -11 -7
right_child=1 4 3 -5 5 6 9 8 -10 11 -12 -13 -14
leaf_value=0.013267722110886948 0.0086463930969126433 0.013428934027827003 -0.027697517628249149 0.00071403726871180058 -0.012865178552930498 0.00019150197455645765 0.0011306764766788092 -0.028844342441151402 -0.0013522383759328068 0.0032464601081548397 0.027504818295212369 -0.0082436888854827417 0.012946016083843017
leaf_weight=49 47 50 46 78 57 2586 56 49 106 370 53 106 67
leaf_count=49 47 50 46 78 57 2586 56 49 106 370 53 106 67
internal_value=0 0.000213045 -0.00473903 -0.00981914 0.000455223 0.000266961 0.000487813 -6.88337e-05 -0.0100486 0.00316111 0.0139623 0.000686009 0.000513919
internal_weight=0 3671 171 124 3500 3450 3393 2808 155 585 109 476 2653
internal_count=3720 3671 171 124 3500 3450 3393 2808 155 585 109 476 2653
is_linear=0
shrinkage=0.0995203


Tree=759
num_leaves=17
num_cat=0
split_feature=12 5 5 21 1 17 1 0 5 2 29 1 18 21 1 8
split_gain=0.674613 0.482227 1.42876 1.82833 1.40007 1.19952 1.87577 1.18372 1.12097 1.65529 1.13888 1.00416 0.8997 0.847603 0.860146 0.707738
threshold=-0.089259999999999992 -0.0050400000000000002 -0.0038499999999999997 -0.083784999999999984 0.066150000000000028 -0.41426000000000002 -0.0017949999999999999 0.032270000000000014 -0.0089549999999999994 -0.08342999999999999 -0.08416499999999999 -0.084759999999999988 0.090025000000000022 0.11280000000000003 0.26753500000000008 -0.48834
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 12 -7 8 10 11 -2 -10 -5 15 -15 -12
right_child=1 2 3 4 -6 6 -8 -9 9 -11 13 -13 -14 14 -16 -17
leaf_value=0.011947315913985221 -0.011383908572484242 -0.017173883248903624 0.015109708715155516 0.0034226053049023425 0.013147030610705808 -0.0034780285589042751 -0.023856572106007147 0.016360626924464463 0.011068638164127278 0.020838301730619808 0.01187086133045248 -0.0092091190444288651 -0.010285864461037512 0.015132385931546796 -0.0019809892610606898 -0.00024532712148876018
leaf_weight=49 82 54 69 388 61 662 48 49 46 66 49 51 54 76 47 1869
leaf_count=49 82 54 69 388 61 662 48 49 46 66 49 51 54 76 47 1869
internal_value=0 0.000191887 -0.00131578 -0.000647176 -0.00154416 -0.00232279 -0.00485689 0.00105487 0.000726436 0.00867988 0.0001154 0.000398698 0.00174596 0.000577802 0.00858648 6.3784e-05
internal_weight=0 3671 1336 1282 1213 1152 710 2335 2286 163 2123 97 442 2041 123 1918
internal_count=3720 3671 1336 1282 1213 1152 710 2335 2286 163 2123 97 442 2041 123 1918
is_linear=0
shrinkage=0.0995203


Tree=760
num_leaves=10
num_cat=0
split_feature=12 29 29 3 29 1 27 4 8
split_gain=0.435346 0.586817 0.530976 1.60576 1.42123 0.840489 0.656901 0.593016 0.555926
threshold=0.094205000000000025 -0.11156000000000001 -0.080349999999999991 -0.0043349999999999994 -0.073279999999999998 0.51334500000000016 0.086965000000000028 0.10198500000000002 -0.083849999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 -5 6 -6 -3 -9
right_child=-2 2 3 4 5 -7 -8 8 -10
leaf_value=0.010050078929561038 -0.0087554633329364577 0.0014394819332828022 0.016636135676250104 0.016678903655077761 -0.00079933863028328403 -0.012729739141803883 0.0070925167411797219 -0.018824929331345931 -0.0040359697764967475
leaf_weight=53 62 65 55 47 3177 57 108 46 56
leaf_count=53 62 65 55 47 3177 57 108 46 56
internal_value=0 -0.000345062 -0.000497863 -0.000231872 -0.000505864 -0.000747786 -0.000539631 -0.00597842 -0.0107135
internal_weight=0 3664 3611 3444 3389 3342 3285 167 102
internal_count=3726 3664 3611 3444 3389 3342 3285 167 102
is_linear=0
shrinkage=0.0995203


Tree=761
num_leaves=28
num_cat=0
split_feature=0 27 21 0 21 6 8 8 8 8 6 5 11 6 27 5 2 8 8 18 2 2 9 5 18 21 11
split_gain=0.413883 1.24427 1.26601 1.75884 1.64084 3.17293 1.5256 2.03456 1.81008 1.19459 2.01504 1.1606 2.11062 1.1401 1.08113 1.37485 2.69911 2.53927 2.15184 1.13019 0.960126 2.00604 1.41498 0.953298 0.925143 1.18483 0.932522
threshold=-0.08892499999999999 -0.01137 -0.0092899999999999996 -0.23058999999999999 -0.089414999999999994 -0.03252 -0.098504999999999995 -0.409445 -0.15713999999999997 0.03530500000000001 -0.007045 -0.088604999999999989 -0.065469999999999987 0.087765000000000024 0.085370000000000015 -0.06515 -0.078289999999999985 -0.052214999999999998 -0.082654999999999992 0.18126000000000006 -0.082404999999999992 -0.07854499999999999 -0.078344999999999984 -0.073669999999999999 0.099430000000000032 0.08167000000000002 -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 -1 4 -4 -3 -6 7 -5 -9 10 -8 12 -2 20 15 16 17 18 -13 24 -14 -22 -23 -18 26 -26 -17
right_child=11 2 3 6 5 -7 9 8 -10 -11 -12 14 13 -15 -16 19 23 -19 -20 -21 21 22 -24 -25 25 -27 -28
leaf_value=0.01308731374510484 -0.014544189598170993 0.0021383447548253211 0.012300620506582425 -0.0088443087624807265 -0.0014716678104977697 -0.034143657748742867 -0.0048834761227755869 0.025574402371887371 0.0035265431461283894 0.0063865566726029055 -0.024439694145977846 -0.011887224516209731 0.0020947983109997539 -0.0029305875920643265 -0.011671122592146066 0.014045492668621538 0.014607817373013992 0.0039293954191206544 -0.038575999402801993 0.014810224127895663 0.031364499130134949 0.022211835283778954 0.00019353108390708339 -0.003961037566185089 2.5616387243505713e-06 -0.020546550795376105 0.00061983483201637462
leaf_weight=52 46 68 87 90 61 57 454 50 141 74 59 86 78 71 84 53 59 57 46 56 54 46 78 51 70 46 1552
leaf_count=52 46 68 87 90 61 57 454 50 141 74 59 86 78 71 84 53 59 57 46 56 54 46 78 51 70 46 1552
internal_value=0 -0.00196537 -0.0026521 -0.00118813 -0.0101643 -0.0172608 -0.00254106 0.00348746 0.00930252 -0.00542834 -0.00713423 0.000282632 0.0054092 0.00821861 -0.000602272 -0.000154005 -0.00639791 -0.0136128 -0.0211941 0.000896141 0.011314 0.0153492 0.00836822 0.00599118 0.000442912 -0.00813917 0.00106368
internal_weight=0 1193 1141 955 186 118 868 281 191 587 513 2533 373 327 2160 2076 299 189 132 1777 256 178 124 110 1721 116 1605
internal_count=3726 1193 1141 955 186 118 868 281 191 587 513 2533 373 327 2160 2076 299 189 132 1777 256 178 124 110 1721 116 1605
is_linear=0
shrinkage=0.0995203


Tree=762
num_leaves=15
num_cat=0
split_feature=12 29 27 26 18 4 5 1 26 26 30 3 4 4
split_gain=0.369301 0.515016 0.443118 0.419901 1.38925 1.77699 1.68806 0.756553 0.617132 1.40494 1.42845 0.745733 1.73857 1.50202
threshold=0.094205000000000025 -0.11156000000000001 -0.095019999999999993 -0.084904999999999994 0.086800000000000016 1.0000000180025095e-35 -0.016815 0.058455000000000014 -0.054024999999999997 -0.077514999999999987 0.086935000000000026 0.13547000000000003 0.13662500000000002 0.11474000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -4 9 10 -5 13 -13 -10
right_child=-2 2 3 8 -6 6 -8 -9 11 -11 -12 12 -14 -15
leaf_value=0.009474274678660766 -0.0080103988781444688 0.009089949794769292 0.0032353707716241348 -0.0093703625851533686 0.0093175823136487541 -0.0042929082278893244 -0.030861782925004327 -0.011658393843221069 -0.0005699903782280134 0.016775665756438699 0.012645458744807631 -0.015661164283077102 0.0030829976380771702 0.01172874140585079
leaf_weight=53 62 48 120 77 63 46 49 47 2748 68 47 100 96 102
leaf_count=53 62 48 120 77 63 46 49 47 2748 68 47 100 96 102
internal_value=0 -0.000264211 -0.000407373 -0.000535549 -0.00394583 -0.00713825 -0.0180055 -0.000951388 -0.000193004 0.00527898 -0.00101905 -0.000538192 -0.00647618 -0.000129538
internal_weight=0 3664 3611 3563 325 262 95 167 3238 192 124 3046 196 2850
internal_count=3726 3664 3611 3563 325 262 95 167 3238 192 124 3046 196 2850
is_linear=0
shrinkage=0.0995203


Tree=763
num_leaves=11
num_cat=0
split_feature=0 0 0 2 3 4 27 24 4 2
split_gain=0.365851 1.52144 1.1363 1.44431 0.641563 0.743902 0.619223 0.704 0.683465 0.61063
threshold=0.048265000000000009 0.0083400000000000019 0.099665000000000017 -0.019910000000000001 0.31293500000000007 0.14154500000000006 -0.032854999999999995 0.09407500000000002 0.084435000000000024 -0.24163499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 9 5 6 -1 8 -8 -4
right_child=2 -3 3 -5 -6 -7 7 -9 -10 -11
leaf_value=0.0085604949394925498 0.013982501221955077 -0.0139404923118747 -0.0025349287157776816 -0.015715720559619704 0.01112157280388584 -0.011092407376145827 5.0216787591597566e-05 0.011617922124791272 -0.0037206631483497859 0.010214002529484185
leaf_weight=77 71 83 71 48 48 64 2554 47 585 78
leaf_count=77 71 83 71 48 48 64 2554 47 585 78
internal_value=0 -0.000628871 0.00318767 -0.000698694 -0.000301261 -0.000466309 -0.000257639 -0.000471015 -0.000652283 0.00413352
internal_weight=0 3458 268 197 3375 3327 3263 3186 3139 149
internal_count=3726 3458 268 197 3375 3327 3263 3186 3139 149
is_linear=0
shrinkage=0.0995203


Tree=764
num_leaves=11
num_cat=0
split_feature=36 11 36 29 17 27 7 8 8 20
split_gain=1.03155 1.11751 0.985384 0.631825 1.23727 0.575964 0.683668 0.853833 0.963017 0.461655
threshold=0.084475000000000022 -0.076244999999999993 0.092765000000000028 -0.082294999999999993 -0.0088649999999999996 -0.079769999999999994 0.093110000000000012 0.11023500000000003 0.093085000000000015 -0.014035000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -5 7 8 -7 -9
right_child=2 3 -4 5 -6 6 -8 9 -10 -11
leaf_value=-0.011193603581099398 0.015885945632683949 0.019676159968280853 -0.0020433846173744277 -0.0095955729441021698 -0.0032707102790672017 -0.00027862947663460415 0.010288557423751964 -0.0014092806164551087 0.0093701741323207414 -0.014222106860915514
leaf_weight=91 77 46 50 64 47 3058 62 49 106 65
leaf_count=91 77 46 50 64 47 3058 62 49 106 65
internal_value=0 -0.000305854 0.00882071 -2.22952e-05 0.00807056 -0.000243639 -6.4195e-05 -0.000260257 4.43651e-05 -0.00872202
internal_weight=0 3588 127 3497 93 3404 3340 3278 3164 114
internal_count=3715 3588 127 3497 93 3404 3340 3278 3164 114
is_linear=0
shrinkage=0.0995203


Tree=765
num_leaves=11
num_cat=0
split_feature=36 4 9 4 29 17 1 5 1 4
split_gain=0.836324 1.21609 1.05982 1.05767 0.54606 1.06345 0.779473 0.48265 1.51645 0.793854
threshold=0.084475000000000022 0.15340500000000004 -0.079864999999999992 0.14095000000000005 -0.082294999999999993 -0.012064999999999999 0.50462500000000021 -0.52356999999999998 0.27278500000000011 0.10724500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 7 9 -9 -6
right_child=2 -3 -4 -5 6 -7 -8 8 -10 -11
leaf_value=0.017904962848785465 0.016546600866735258 -0.015097421969190512 -0.0016523462571043598 0.013772181343180329 -2.9615614349333291e-05 -0.0024704362625544421 -0.0099473625659353398 -0.0002772530965810198 0.016393725947105697 -0.01555866220692882
leaf_weight=47 67 54 60 54 85 55 84 3101 55 53
leaf_count=47 67 54 60 54 85 55 84 3101 55 53
internal_value=0 -0.000275461 0.00794223 -4.87472e-05 -0.000263445 0.00691021 -0.000480299 -0.000238631 1.3015e-05 -0.00599961
internal_weight=0 3588 127 3534 3480 102 3378 3294 3156 138
internal_count=3715 3588 127 3534 3480 102 3378 3294 3156 138
is_linear=0
shrinkage=0.0995203


Tree=766
num_leaves=13
num_cat=0
split_feature=3 1 2 12 2 1 1 21 3 17 21 18
split_gain=0.738755 0.717363 1.94384 0.640456 1.23542 0.558707 0.882569 0.842211 1.24709 0.68851 0.555745 0.767873
threshold=-0.0043349999999999994 0.50644500000000015 0.0066850000000000008 -0.0088449999999999987 -0.017704999999999995 0.42266000000000009 0.41165000000000013 -0.085914999999999991 0.098225000000000021 -0.0092949999999999994 -0.084114999999999995 0.24916000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 -1 -5 6 7 8 9 -2 -9 -12
right_child=1 2 -4 4 -6 -7 -8 10 -10 -11 11 -13
leaf_value=0.016428570098635544 0.0090636846064992786 0.0031650931294278498 -0.020610699524940757 0.011658760964477287 -0.0081365760081612976 0.01002304446465784 -0.012042421765524634 -0.010039380860261005 0.020180600259645364 -0.0079733208386259559 0.00014178050505621941 -0.0094500161077837805
leaf_weight=46 48 77 61 69 57 54 61 57 50 46 3004 85
leaf_count=46 48 77 61 69 57 54 61 57 50 46 3004 85
internal_value=0 -0.000304358 -0.00733857 0.00637433 0.00269723 -1.90303e-05 -0.000181099 3.85739e-05 0.00748135 0.000717718 -0.00030184 -0.000121892
internal_weight=0 3543 138 172 126 3405 3351 3290 144 94 3146 3089
internal_count=3715 3543 138 172 126 3405 3351 3290 144 94 3146 3089
is_linear=0
shrinkage=0.0995203


Tree=767
num_leaves=12
num_cat=0
split_feature=36 4 4 9 12 27 0 1 1 26 1
split_gain=0.570335 0.905065 0.897309 0.872145 0.566064 0.563593 1.20084 0.7712 0.863837 0.678946 0.576188
threshold=0.084475000000000022 0.15340500000000004 0.14095000000000005 -0.079864999999999992 0.087445000000000023 0.087140000000000009 -0.1021 0.49737500000000007 0.27998000000000006 -0.051374999999999997 0.005935000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 7 9 8 -1 -7 -8
right_child=3 -3 -4 -5 -6 6 10 -9 -10 -11 -12
leaf_value=-0.00046578050801777856 0.014364654556977705 -0.013014419915132689 0.012698142696289385 -0.0021444872130700612 -0.010535461216334188 0.0053170741769053547 0.020544205394430907 -0.013046291977019262 0.010072413023645692 -0.011592370502717933 0.0057484377377485761
leaf_weight=3102 67 54 54 60 52 47 47 47 79 47 59
leaf_count=3102 67 54 54 60 52 47 47 47 79 47 59
internal_value=0 -0.000227596 -3.19796e-05 0.00655862 -0.000229751 -7.31831e-05 0.00505308 -0.000391049 -0.000203807 -0.00312894 0.0123166
internal_weight=0 3588 3534 127 3480 3428 200 3228 3181 94 106
internal_count=3715 3588 3534 127 3480 3428 200 3228 3181 94 106
is_linear=0
shrinkage=0.0995203


Tree=768
num_leaves=15
num_cat=0
split_feature=6 22 22 21 2 26 21 17 0 3 0 18 18 6
split_gain=0.422476 0.448383 1.65497 0.836333 1.67447 1.57574 0.788724 2.41961 0.834664 3.95235 1.87518 0.682122 0.522627 0.616611
threshold=-0.52821499999999999 0.09086000000000001 0.10227500000000002 0.11883500000000002 -0.01042 0.094025000000000011 0.10940500000000002 -0.46159 -0.225295 0.091225000000000014 -0.16423499999999999 -0.24388499999999999 -0.016464999999999997 -0.13578499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 -5 8 -8 9 -2 -10 -12 -4 -14
right_child=1 2 12 4 -6 -7 7 -9 10 -11 11 -13 13 -15
leaf_value=0.0081599631714091604 0.0073746593138008052 0.020367281761084904 0.0074237097391632988 -0.0097946452006343419 0.023004547423771081 0.011788230628642196 0.00832700816070347 -0.020080179588835619 0.019012375891925639 -0.029809397774174434 0.011592498083793529 -0.00024800017823872257 0.0023589912080352621 -0.012605026677334989
leaf_weight=69 67 51 60 67 46 67 51 71 52 49 49 2908 63 48
leaf_count=69 67 51 60 67 46 67 51 71 52 49 49 2908 63 48
internal_value=0 0.00029868 0.0046331 1.76588e-05 0.006621 0.000990684 -0.000348151 -0.00819834 -4.14174e-05 -0.00832535 0.000277665 -5.1516e-05 -5.47668e-05 -0.00410456
internal_weight=0 3649 222 3427 180 134 3247 122 3125 116 3009 2957 171 111
internal_count=3718 3649 222 3427 180 134 3247 122 3125 116 3009 2957 171 111
is_linear=0
shrinkage=0.0995203


Tree=769
num_leaves=21
num_cat=0
split_feature=8 12 17 17 17 8 25 2 4 4 0 21 4 0 2 2 8 17 0 30
split_gain=0.433601 1.21129 1.03024 2.17295 1.36107 1.0256 1.01011 0.955914 0.947137 1.40699 1.08484 0.968695 0.770963 2.50469 2.30634 1.64949 1.7185 1.14009 2.26233 0.687902
threshold=-0.092299999999999993 -0.0091799999999999989 0.070205000000000017 0.16421000000000005 1.0000000180025095e-35 -0.094375000000000001 0.083740000000000023 -0.077544999999999989 0.11785500000000003 0.10696000000000003 -0.092134999999999995 0.089005000000000015 0.10495500000000003 -0.18357499999999999 0.10924500000000002 -0.01504 -0.0020399999999999997 -0.55380499999999999 -0.044789999999999996 0.090320000000000025
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 -4 5 8 12 -5 9 11 -10 -1 14 -14 17 16 -15 -3 -19 -17
right_child=1 6 3 7 -6 -7 -8 -9 10 -11 -12 -13 13 15 -16 19 -18 18 -20 -21
leaf_value=-0.002782187733499533 -0.012850331824493225 -0.011785917970699921 -0.018041418005958029 -0.003689282886080115 0.019897656200447793 0.01551191691036493 0.014532929763182547 0.014600184880908321 -0.0013048661248789564 -0.016718604461992647 0.018461134676591145 0.012621519363822546 0.023121780834919361 0.021886748758242397 -0.02174549530124598 -0.0017724623625883238 -0.00087691664581095402 -0.00063668646163362718 0.010770799911572784 -0.017511099048550884
leaf_weight=139 72 81 66 62 55 58 48 52 53 52 57 57 59 52 50 63 89 2318 186 49
leaf_count=139 72 81 66 62 55 58 48 52 53 52 57 57 59 52 50 63 89 2318 186 49
internal_value=0 -9.42757e-05 0.00273341 -0.00366811 0.00518158 0.00323398 0.000212108 0.0046461 0.00124253 -0.00216397 0.00893008 0.00169329 -2.08688e-05 0.00465675 -0.000575038 0.000347433 0.00751239 -0.000165234 0.000210348 -0.00866543
internal_weight=0 3067 651 180 471 416 2995 114 358 248 110 196 2947 312 2635 253 141 2585 2504 112
internal_count=3718 3067 651 180 471 416 2995 114 358 248 110 196 2947 312 2635 253 141 2585 2504 112
is_linear=0
shrinkage=0.0995203


Tree=770
num_leaves=11
num_cat=0
split_feature=30 9 4 23 2 18 3 4 4 11
split_gain=0.401046 0.837872 0.807431 0.366117 0.670085 1.0587 1.2838 0.613434 1.56908 1.21477
threshold=-1.0000000180025095e-35 -0.25326499999999996 0.14095000000000005 1.0000000180025095e-35 0.11665500000000002 0.092235000000000025 0.11225500000000002 0.11874000000000003 0.11208500000000003 -0.078454999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 -6 8 -3 -9
right_child=1 2 -4 -5 5 -7 -8 9 -10 -11
leaf_value=0.009495875945975351 -0.0098293362741348027 4.3694401923618443e-05 0.010756270319704471 -0.0072663437085334435 0.013712495955131023 0.019127385023507092 -0.0060469646854561547 0.005323446500754829 0.01715608996195853 -0.014370591461566801
leaf_weight=47 80 3087 74 63 54 47 82 51 54 79
leaf_count=47 80 3087 74 63 54 47 82 51 54 79
internal_value=0 0.000243476 0.000468105 0.000251403 0.000388761 0.00624924 0.00179269 6.06394e-05 0.000338151 -0.00663817
internal_weight=0 3671 3591 3517 3454 183 136 3271 3141 130
internal_count=3718 3671 3591 3517 3454 183 136 3271 3141 130
is_linear=0
shrinkage=0.0995203


Tree=771
num_leaves=10
num_cat=0
split_feature=7 7 1 5 1 27 27 29 29
split_gain=0.463185 0.846899 0.571558 1.00591 1.57328 0.649028 0.577663 0.783946 0.937783
threshold=0.093110000000000012 0.077685000000000018 0.42491000000000007 -0.49053999999999998 0.51334500000000016 0.10673000000000003 0.095235000000000028 -0.084525000000000003 -0.078854999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 -1 -9
right_child=-2 -3 3 4 -6 -7 -8 8 -10
leaf_value=-0.0091835789380978923 0.0083439105796052331 -0.010914621678827912 0.01568526277801309 0.010152102564730162 -0.0099707981383122674 -0.010289230917718011 0.011079631240970264 0.012263718686013484 9.2892794698559825e-05
leaf_weight=88 70 67 65 84 71 59 48 64 3102
leaf_count=88 70 67 65 84 71 59 48 64 3102
internal_value=0 0.000170709 0.000378343 0.00529269 0.000929234 5.6422e-05 0.000241526 8.14003e-05 0.000339182
internal_weight=0 3648 3581 220 155 3361 3302 3254 3166
internal_count=3718 3648 3581 220 155 3361 3302 3254 3166
is_linear=0
shrinkage=0.0995203


Tree=772
num_leaves=19
num_cat=0
split_feature=17 21 18 10 21 26 17 2 3 3 4 18 1 7 1 4 4 17
split_gain=0.434996 0.877898 1.49785 1.60561 1.08233 1.0203 0.847466 0.725216 1.96695 3.57884 1.38958 0.781634 0.885554 0.763937 0.847955 1.8348 1.01624 0.487314
threshold=-0.47367999999999999 0.088120000000000018 -0.025079999999999998 0.077330000000000024 0.11585500000000003 0.088545000000000026 -0.46159 -0.13088999999999998 0.11523000000000001 0.09587500000000003 0.087695000000000009 -0.15202999999999997 -0.01504 0.075985000000000011 -0.017214999999999998 0.085720000000000018 0.082335000000000019 -0.008069999999999999
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 -3 -2 8 9 10 17 12 -9 14 15 -13 -16 -8
right_child=6 4 -4 -5 -6 -7 7 11 -10 -11 -12 13 -14 -15 16 -17 -18 -19
leaf_value=0.0097794582122297594 0.012350989380436895 0.018428693201112331 -0.019468379607705272 -0.013466852723787257 -0.0097060294559054051 -0.0012519670376536997 0.0022945754699086121 -0.017592071221377827 -0.011569145863906324 0.034094029546183 0.015874716732406036 0.00034612627201181367 -0.0015853611217990636 -0.011889568331702858 0.00029773351069065128 0.010646720273968516 -0.0053063194866144305 -0.012102114782945431
leaf_weight=62 55 48 72 56 53 57 46 55 54 46 48 1313 91 54 892 197 500 47
leaf_count=62 55 48 72 56 53 57 46 55 54 46 48 1313 91 54 892 197 500 47
internal_value=0 -0.00359645 -0.00815548 -0.00124575 0.00188075 0.00773711 9.77198e-05 -0.00010363 0.0051549 0.00998868 0.00211871 -0.000512438 -0.0076209 -0.000161067 5.68936e-05 0.00169052 -0.00171463 -0.00497237
internal_weight=0 348 190 118 158 105 3398 3343 241 187 141 3102 146 2956 2902 1510 1392 93
internal_count=3746 348 190 118 158 105 3398 3343 241 187 141 3102 146 2956 2902 1510 1392 93
is_linear=0
shrinkage=0.0995203


Tree=773
num_leaves=17
num_cat=0
split_feature=26 26 17 1 1 2 2 26 26 1 13 3 2 6 3 2
split_gain=0.384605 1.36038 1.04616 1.18725 1.44864 0.948131 1.26846 0.89023 0.676235 0.668421 0.628992 0.729438 2.49039 0.652408 0.590272 0.543305
threshold=-0.077514999999999987 -0.054024999999999997 1.0000000180025095e-35 -0.15528499999999998 -0.050379999999999994 -0.0083149999999999995 -0.041009999999999998 -0.025024999999999999 -0.0063299999999999997 -0.0098449999999999996 0.080720000000000028 0.082130000000000022 -0.093109999999999984 0.085845000000000019 0.10293500000000001 -0.086254999999999984
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 15 -3 -9 -4 11 12 -10 -13 -8 -6
right_child=1 7 9 4 5 -7 14 8 10 -11 -12 13 -14 -15 -16 -17
leaf_value=-0.017472861631378497 0.013916677250526732 -0.013420043090782818 0.014639828326098756 0.011499017237171064 -0.0046265664749013755 -0.016867365936913164 -0.0015743088522099881 0.0099893142403693104 0.024934728627443566 -0.00051120722310218263 -0.011188605471468821 -0.0014302014188164046 -0.0072843173667453461 0.0016393036873479964 0.013499421567873695 -0.017821026581554322
leaf_weight=64 70 49 48 59 95 59 54 67 47 72 50 1735 48 1134 49 46
leaf_count=64 70 49 48 59 95 59 54 67 47 72 50 1735 48 1134 49 46
internal_value=0 0.000195462 -0.0026622 -0.00497527 -0.00276349 -0.00554338 -0.00280185 -0.000111141 0.000100257 0.00554239 -0.000119301 6.71519e-05 0.00864702 -0.000216664 0.00558874 -0.00893695
internal_weight=0 3200 546 426 362 303 244 3130 3081 120 3014 2964 95 2869 103 141
internal_count=3746 3200 546 426 362 303 244 3130 3081 120 3014 2964 95 2869 103 141
is_linear=0
shrinkage=0.0995203


Tree=774
num_leaves=16
num_cat=0
split_feature=17 26 26 20 3 4 17 9 1 0 1 4 9 11 10
split_gain=0.360218 1.31848 1.56965 1.09311 2.61761 1.07902 0.740288 0.715835 0.634491 2.41821 1.16775 1.32143 1.1621 0.770931 0.436278
threshold=-0.46992499999999998 0.096980000000000025 0.092180000000000026 -0.011915 0.090835000000000013 0.10252500000000002 -0.45791500000000002 0.089435000000000028 -0.40145499999999995 0.076335000000000014 -0.50388999999999995 0.088435000000000027 -0.22988499999999998 -0.16980999999999999 0.088065000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -6 -2 -1 10 12 11 -8 -10 -14 -15
right_child=6 -3 -4 4 5 -7 8 -9 9 -11 -12 -13 13 14 -16
leaf_value=0.012945196905927438 0.012142609529536694 0.012406734736095366 -0.022242156092903018 -0.028049237961914671 0.010789765213970183 -0.0095825755459951791 0.0096120909511505596 -0.0022508480231779576 0.012294401208891697 -0.022537087939953553 0.018846241799009972 -0.0120889809953178 -0.011691750587004493 -0.00028071291996992177 0.0082228838143073701
leaf_weight=54 50 47 47 46 51 52 66 71 74 48 49 48 58 2924 61
leaf_count=54 50 47 47 46 51 52 66 71 74 48 49 48 58 2924 61
internal_value=0 -0.00315575 -0.00543692 -0.00255128 -0.00831062 0.000496752 0.000122972 0.0043073 -5.73658e-05 -0.000369455 0.0059975 0.000467615 -2.78234e-05 -0.000327746 -0.000106663
internal_weight=0 368 321 274 149 103 3378 125 3328 3165 163 114 3117 3043 2985
internal_count=3746 368 321 274 149 103 3378 125 3328 3165 163 114 3117 3043 2985
is_linear=0
shrinkage=0.0995203


Tree=775
num_leaves=11
num_cat=0
split_feature=10 27 7 29 0 11 0 6 28 27
split_gain=0.376574 0.55328 0.560657 0.478929 1.81383 1.17547 1.09922 0.766112 0.713369 1.51905
threshold=0.090860000000000024 -0.086859999999999993 0.093110000000000012 -0.025204999999999998 -0.14731999999999998 -0.15367499999999998 0.024745000000000007 -0.09007999999999998 1.0000000180025095e-35 0.081500000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 7 -6 9 -7
right_child=-2 2 -4 5 6 8 -8 -9 -10 -11
leaf_value=-0.0085506563378781146 -0.0069773495480344129 -0.020873802793863475 0.0099343472166291118 0.01581760663728389 0.0018187796639438441 0.00018082303060343541 0.012903448564947437 -0.0095671942840698122 0.01036292415076728 -0.017848500613907109
leaf_weight=74 79 51 57 48 129 3038 50 107 66 47
leaf_count=74 79 51 57 48 129 3038 50 107 66 47
internal_value=0 -3.24066e-05 0.000142804 -1.48032e-05 -0.0035835 0.000360887 -0.000497403 -0.00334004 0.000125171 -9.35888e-05
internal_weight=0 3667 3593 3536 337 3199 286 236 3151 3085
internal_count=3746 3667 3593 3536 337 3199 286 236 3151 3085
is_linear=0
shrinkage=0.0995203


Tree=776
num_leaves=13
num_cat=0
split_feature=27 7 10 3 27 20 17 26 2 20 2 2
split_gain=0.521358 0.710989 0.854406 2.41682 3.55859 0.622531 0.499062 0.724318 1.1613 0.625884 0.582448 0.347337
threshold=-0.086859999999999993 0.093110000000000012 0.076235000000000011 0.10486500000000003 0.078065000000000023 -0.25378999999999996 -0.53166999999999998 0.090715000000000032 -0.082904999999999993 0.24030500000000005 -0.090394999999999989 -0.24151999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 7 8 -7 10 -8 -5
right_child=1 -3 3 11 -6 6 9 -9 -10 -11 -12 -13
leaf_value=-0.0079221659387129408 -0.010565264815355318 0.010255949013532361 -0.031181912048269457 -0.0001577133653617282 0.0014916080753300781 -0.00052232955049606625 0.0046334674009792867 -0.0032247603175050515 0.020676880791307445 -0.0099831153400750557 8.7279960826994752e-05 0.01175135357670519
leaf_weight=79 50 69 65 46 67 47 310 54 56 57 2806 51
leaf_count=79 50 69 65 46 67 47 310 54 56 57 2806 51
internal_value=0 0.000248836 5.72846e-05 -0.00582535 -0.0145914 0.000456084 0.000621815 0.00609925 0.0109955 0.000350534 0.000539827 0.00609532
internal_weight=0 3678 3609 229 132 3380 3330 157 103 3173 3116 97
internal_count=3757 3678 3609 229 132 3380 3330 157 103 3173 3116 97
is_linear=0
shrinkage=0.0995203


Tree=777
num_leaves=21
num_cat=0
split_feature=12 9 9 8 0 6 6 6 4 0 6 2 9 18 8 18 8 8 5 0
split_gain=0.483967 0.517104 0.944362 0.909462 1.00761 0.906504 1.4779 1.02316 0.723743 1.6093 1.20624 0.704599 0.690253 0.618682 2.05301 1.29121 1.16333 1.45565 0.86127 0.426261
threshold=0.094205000000000025 0.094085000000000016 0.093175000000000022 -0.065539999999999987 -0.054850000000000003 -0.067359999999999989 -0.088215000000000002 0.096435000000000021 0.088985000000000022 -0.08892499999999999 -0.07990499999999999 -0.24151999999999998 0.097680000000000031 -0.14734 -0.066544999999999993 -0.12363 0.10649000000000002 0.041960000000000011 0.30714500000000006 -0.074504999999999988
decision_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 4 5 6 -3 -7 9 -5 -11 -10 -12 14 -1 -15 17 -17 -16 -9
right_child=-2 3 -4 8 -6 7 -8 19 11 10 12 -13 -14 15 18 16 -18 -19 -20 -21
leaf_value=0.020615536900147596 -0.0089509808364310779 0.010064431835643112 -0.010527937450548218 -0.016502196899112729 -0.0077463126371124288 0.020043354139849114 -0.012963694581883678 -0.00011099511731089136 -0.0019357483539907464 0.014830647520695179 -0.013246625071512013 0.014325464696524516 0.00014445055324594394 -0.017003321033434635 -0.012402186526218403 -0.0002465727135595099 -0.01476914189475676 0.015444605389236643 0.00634889558276267 0.011516820758168917
leaf_weight=59 58 69 89 67 46 88 46 59 49 49 46 57 222 46 48 2431 53 60 49 66
leaf_count=59 58 69 89 67 46 88 46 59 49 49 46 57 222 46 48 2431 53 60 49 66
internal_value=0 0.000210772 -0.000438574 0.00234239 0.00603835 0.00797407 0.000846061 0.0118187 -0.000476947 -0.00248803 0.000471372 0.00680077 -0.00215097 -0.000111272 0.00597505 -0.000478177 -0.000179051 0.000131048 -0.00292155 0.00602194
internal_weight=0 3699 2835 864 374 328 115 213 490 384 317 106 268 2746 156 2590 2544 2491 97 125
internal_count=3757 3699 2835 864 374 328 115 213 490 384 317 106 268 2746 156 2590 2544 2491 97 125
is_linear=0
shrinkage=0.0995203


Tree=778
num_leaves=12
num_cat=0
split_feature=35 1 3 12 8 8 8 3 20 36 0
split_gain=0.480378 0.611673 1.01643 0.897438 0.731135 0.513611 1.43623 1.10516 0.744228 0.664065 0.365617
threshold=0.004000000000000001 0.50996500000000011 0.14058000000000004 0.087445000000000023 0.24853500000000003 -0.36115499999999995 -0.16019999999999998 0.11387500000000002 -0.047859999999999993 0.086430000000000021 -0.088694999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 5 7 -7 -1 -9 -8 -3
right_child=-2 2 -4 -5 -6 6 9 8 -10 -11 -12
leaf_value=0.017910622750068158 -0.0099356864438337553 0.0063914362865621303 -0.0048598526736246418 -0.013727813104559776 -0.010341036624246559 -0.017228122807599559 0.00047610298771732232 0.0089910411907970292 -0.0074239565384413815 -0.010861071242079709 0.018907962582129834
leaf_weight=51 47 46 50 47 65 47 3195 51 59 52 47
leaf_count=51 47 46 50 47 65 47 3195 51 59 52 47
internal_value=0 0.000189029 0.00657125 -6.66027e-05 0.000115573 0.000312534 4.40234e-05 0.00580107 0.000179192 0.000294288 0.0127258
internal_weight=0 3710 143 3567 3520 3455 3294 161 110 3247 93
internal_count=3757 3710 143 3567 3520 3455 3294 161 110 3247 93
is_linear=0
shrinkage=0.0995203


Tree=779
num_leaves=10
num_cat=0
split_feature=31 8 27 13 8 4 6 6 3
split_gain=0.393835 0.508861 0.483132 0.380693 0.372966 1.0005 0.533942 0.734728 0.489586
threshold=0.095410000000000009 0.24853500000000003 -0.086859999999999993 0.080720000000000028 0.10228000000000002 0.088720000000000021 0.15086500000000005 0.12080000000000003 0.10871500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4 -8
right_child=-2 -3 3 -5 5 -7 8 -9 -10
leaf_value=-0.0092401220110799789 0.0092079758523550999 -0.0085241026019588877 0.00020267416185387838 -0.0070764663643405794 -0.0023779456521602648 0.014936788727698509 0.00039841667486700306 0.01150446834034631 -0.013537209350847802
leaf_weight=54 46 69 3228 69 72 61 47 58 53
leaf_count=54 46 69 3228 69 72 61 47 58 53
internal_value=0 -5.73241e-05 0.00010286 0.000243701 0.000387467 0.00555725 0.000184159 0.000402407 -0.00697928
internal_weight=0 3711 3642 3588 3519 133 3386 3286 100
internal_count=3757 3711 3642 3588 3519 133 3386 3286 100
is_linear=0
shrinkage=0.0995203


Tree=780
num_leaves=8
num_cat=0
split_feature=1 21 27 18 6 12 0
split_gain=1.07551 0.418244 0.599589 0.55531 0.486966 0.724483 0.705122
threshold=-0.55579999999999996 0.15665000000000004 -0.089394999999999988 0.23251500000000005 0.18123500000000006 0.097490000000000021 -0.23998999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=0.015343648635035286 0.0098836070478106434 -0.0076577174628963797 0.010228199728214293 0.0086950218035065571 -0.0093073585133014013 0.012537329057326047 -0.00023833278284181913
leaf_weight=47 64 66 65 74 55 46 3314
leaf_count=47 64 66 65 74 55 46 3314
internal_value=0 0.00019283 0.000336267 0.000164109 -1.70604e-05 0.000131888 -3.67513e-05
internal_weight=0 3684 3618 3554 3480 3425 3379
internal_count=3731 3684 3618 3554 3480 3425 3379
is_linear=0
shrinkage=0.0995203


Tree=781
num_leaves=10
num_cat=0
split_feature=1 7 11 4 29 17 3 3 6
split_gain=0.899588 0.382904 0.485604 0.824552 0.671894 1.31404 1.21986 0.870473 0.666959
threshold=-0.53140500000000002 0.099030000000000021 -0.16269500000000001 0.14646500000000004 -0.082294999999999993 -0.082354999999999998 1.0000000180025095e-35 0.081225000000000019 -0.091244999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 -8 -6
right_child=1 -3 3 -5 6 -7 7 -9 -10
leaf_value=0.011362147431008841 0.0078832560601290319 -0.0075010216221850319 0.019544631470345887 -0.012730279366563343 -0.0028828529010604294 -0.00086986922040858874 0.013348886430564522 0.00011485547501688338 -0.019763091685020346
leaf_weight=72 81 64 52 49 47 78 50 3192 46
leaf_count=72 81 64 52 49 47 78 50 3192 46
internal_value=0 0.000128722 0.000264779 8.89347e-05 0.000270453 0.00728964 -2.91308e-06 0.000319211 -0.011241
internal_weight=0 3659 3595 3514 3465 130 3335 3242 93
internal_count=3731 3659 3595 3514 3465 130 3335 3242 93
is_linear=0
shrinkage=0.0995203


Tree=782
num_leaves=9
num_cat=0
split_feature=1 7 13 3 11 10 10 7
split_gain=0.735915 0.313834 0.647644 1.2584 2.2809 0.457568 0.407959 0.499021
threshold=-0.55579999999999996 0.099030000000000021 0.083560000000000023 1.0000000180025095e-35 -0.079369999999999996 0.091445000000000026 0.084475000000000022 0.020750000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -5
right_child=1 -3 -4 5 -6 -7 -8 -9
leaf_value=0.012685882794353693 0.0026812110595487077 -0.0067545188783943435 0.010198057050249138 0.00023617345408586765 -0.026921158638418281 0.010174867502927306 -0.0063615808965173486 0.006965846775262536
leaf_weight=47 57 64 64 3203 47 47 89 113
leaf_count=47 57 64 64 3203 47 47 89 113
internal_value=0 0.000153198 0.00027555 9.67365e-05 -0.0106889 0.000421918 0.000287055 0.000465749
internal_weight=0 3684 3620 3556 104 3452 3405 3316
internal_count=3731 3684 3620 3556 104 3452 3405 3316
is_linear=0
shrinkage=0.0995203


Tree=783
num_leaves=10
num_cat=0
split_feature=1 12 3 12 7 27 6 7 6
split_gain=0.626179 0.337953 0.497092 2.14827 0.801188 0.478337 0.512355 2.00342 1.34553
threshold=-0.53140500000000002 0.091760000000000022 1.0000000180025095e-35 -0.0073899999999999999 0.099030000000000021 -0.095019999999999993 -0.25061999999999995 -0.073114999999999999 -0.44590999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 8 -8 -7
right_child=1 -3 4 -5 -6 6 7 -9 -10
leaf_value=0.0094714837885474402 0.0068374923304722092 0.0073253196242468732 0.010132541655887974 -0.021246610616610925 -0.01173739674939208 0.00024656461526416661 0.020694484269745302 0.00020838741057181481 -0.019415831203941622
leaf_weight=72 56 63 49 52 55 129 48 3160 47
leaf_count=72 56 63 49 52 55 129 48 3160 47
internal_value=0 9.92752e-05 -2.70937e-05 -0.00667691 0.000178572 0.000369716 0.000228109 0.000515168 -0.00499954
internal_weight=0 3659 3596 108 3488 3433 3384 3208 176
internal_count=3731 3659 3596 108 3488 3433 3384 3208 176
is_linear=0
shrinkage=0.0995203


Tree=784
num_leaves=9
num_cat=0
split_feature=11 7 21 27 9 6 20 6
split_gain=0.564458 0.636221 0.454494 0.60124 0.553896 0.939007 0.578638 0.4628
threshold=-0.23667999999999997 0.093110000000000012 0.15665000000000004 -0.089394999999999988 0.12188500000000002 -0.067359999999999989 -0.23598 0.12080000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -5 -8
right_child=1 -3 -4 4 5 -7 7 -9
leaf_value=-0.0084325323248223664 0.0099139001208810446 0.0091141057747809295 -0.0095074590988545472 -0.010391348758234753 -0.0027310070084904485 0.015250512494677409 -0.00053230724925457204 0.0078858707262727517
leaf_weight=82 58 73 52 58 56 59 3217 66
leaf_count=82 58 73 52 58 56 59 3217 66
internal_value=0 -8.27293e-05 -0.000271228 -0.000134318 -0.000303188 0.00648718 -0.000537164 -0.000362822
internal_weight=0 3639 3566 3514 3456 115 3341 3283
internal_count=3721 3639 3566 3514 3456 115 3341 3283
is_linear=0
shrinkage=0.0995203


Tree=785
num_leaves=15
num_cat=0
split_feature=0 9 0 7 6 18 0 20 9 3 18 26 18 20
split_gain=0.689725 0.716953 1.17288 0.654738 0.530724 0.487609 1.44154 1.61901 3.9709 1.26844 1.10981 1.91822 1.01268 0.684888
threshold=0.16362500000000005 -0.095314999999999997 -0.100285 -0.074334999999999998 -0.14539499999999997 0.088735000000000022 0.042275000000000014 -0.053499999999999999 0.083425000000000013 0.097255000000000022 0.082540000000000016 0.087435000000000027 0.0057900000000000009 -0.240845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 10 7 9 -9 -7 12 -12 13 -5
right_child=-2 3 -4 5 -6 6 -8 8 -10 -11 11 -13 -14 -15
leaf_value=0.0050168880109908781 -0.011512371697903869 -0.010890029290484906 0.014299298701189941 0.011739309062358386 -0.0092944730600063759 0.012953367612735838 -0.017940617812886916 -0.026090955029933523 -0.00079282092883072659 -0.0015479639403700154 0.00071857526845326434 0.025710624875301864 -0.010540087627219715 8.1910944606588485e-05
leaf_weight=58 53 58 88 51 46 116 55 72 420 123 90 46 88 2357
leaf_count=58 53 58 88 51 46 116 55 72 420 123 90 46 88 2357
internal_value=0 -7.72918e-05 0.00584256 -0.000404516 -0.00130527 -0.000226348 -0.00240167 -0.00123141 -0.00449665 0.00548692 0.000422964 0.00917779 -5.37346e-05 0.000329148
internal_weight=0 3668 192 3476 104 3418 786 731 492 239 2632 136 2496 2408
internal_count=3721 3668 192 3476 104 3418 786 731 492 239 2632 136 2496 2408
is_linear=0
shrinkage=0.0995203


Tree=786
num_leaves=10
num_cat=0
split_feature=0 9 0 21 7 0 0 7 3
split_gain=0.559272 0.581352 0.951025 0.616773 0.58398 0.632427 0.775019 0.610125 0.498222
threshold=0.16362500000000005 -0.095314999999999997 -0.100285 0.15665000000000004 -0.074334999999999998 -0.23998999999999998 -0.225295 0.096720000000000014 0.11462500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -3 -6 -7 -8 -1
right_child=-2 3 -4 -5 5 6 7 -9 -10
leaf_value=-0.0073156381832083584 -0.010366658119473399 -0.01017880639673391 0.012876228987528935 -0.010453108891215229 0.011321136063532009 -0.01005244373278584 -0.00013125577334880585 0.010347642923523125 0.0065506897393458304
leaf_weight=58 53 57 88 59 48 77 3179 56 46
leaf_count=58 53 57 88 59 48 77 3179 56 46
internal_value=0 -6.95775e-05 0.00526111 -0.000364258 -0.000189818 -2.01186e-05 -0.000184732 4.9888e-05 -0.00117458
internal_weight=0 3668 192 3476 3417 3360 3312 3235 104
internal_count=3721 3668 192 3476 3417 3360 3312 3235 104
is_linear=0
shrinkage=0.0995203


Tree=787
num_leaves=9
num_cat=0
split_feature=0 2 1 1 1 1 0 10
split_gain=0.45349 0.436714 0.843305 0.851362 0.724971 1.04652 0.615769 0.571909
threshold=0.16362500000000005 -0.23128999999999997 -0.50954999999999984 -0.40145499999999995 -0.15796999999999997 -0.14482999999999999 -0.03431 0.091080000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 -5 -7
right_child=-2 2 3 4 5 7 -8 -9
leaf_value=0.0068632486756157254 -0.009334967251342691 -0.0099114984778173581 0.010496694962814225 -0.016328712354904244 0.013065744974564506 -3.6507548192822355e-05 -0.001358372675292032 -0.010981100764947285
leaf_weight=88 53 87 75 50 60 3200 60 48
leaf_count=88 53 87 75 50 60 3200 60 48
internal_value=0 -6.26531e-05 -0.000233128 7.69703e-06 -0.00022222 4.18351e-05 -0.00817052 -0.000198503
internal_weight=0 3668 3580 3493 3418 3308 110 3248
internal_count=3721 3668 3580 3493 3418 3308 110 3248
is_linear=0
shrinkage=0.0995203


Tree=788
num_leaves=25
num_cat=0
split_feature=18 18 18 1 6 1 8 8 12 2 21 26 0 17 17 17 1 6 18 1 8 6 1 23
split_gain=0.563305 2.025 1.99186 1.05632 2.06066 2.00244 1.48035 0.894728 0.82883 0.822196 0.809248 1.77212 1.00868 0.788088 0.674696 2.36676 1.30596 1.1824 2.2455 1.16838 1.15604 1.33351 1.10605 1.01533
threshold=-0.019539999999999998 -0.025079999999999998 -0.013025 0.00039500000000000011 -0.047974999999999997 -0.0059699999999999996 -0.074204999999999993 -0.085499999999999993 -0.08727 -0.072624999999999981 -0.029689999999999998 0.084165000000000031 -0.13752999999999999 -0.41426000000000002 0.064745000000000011 0.12439000000000001 -0.075284999999999991 -1.0000000180025095e-35 0.082540000000000016 0.50996500000000011 0.11023500000000003 -0.083069999999999991 -0.0059699999999999996 -0.056174999999999996
decision_type=2 2 2 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 6 10 -5 -2 -4 -8 11 -1 -12 -14 19 17 -17 -16 -19 20 21 -10 -18 -21
right_child=2 -3 8 4 -6 -7 9 -9 14 -11 12 -13 13 -15 15 16 22 18 -20 23 -22 -23 -24 -25
leaf_value=0.016221236091400495 0.022123429288759076 -0.020607243387488282 -0.01273515899258452 -0.012396403013155663 -0.024948227057351537 0.020172926735105377 0.012085171236407084 0.0039368702981209319 -0.0024531748274720781 -0.0046225786178994534 -0.014602284177280869 -0.0073703679701730461 0.0046976753126152064 -0.0022130490775234429 -0.0020600385373081647 0.013358696161816621 -0.013050035436991301 -0.035164969376474536 -0.0043792137794301652 0.0024823412881964189 -0.010720263358352435 0.00381642229067296 0.0022135547550180949 0.02268501236965902
leaf_weight=80 61 53 47 83 49 49 68 48 524 51 54 52 213 702 62 78 61 47 47 52 80 936 205 47
leaf_count=80 61 53 47 83 49 49 68 48 524 51 54 52 213 702 62 78 61 47 47 52 80 936 205 47
internal_value=0 -0.00151149 0.000992112 -0.000788515 -0.00663802 0.000487492 -0.00219238 0.0141222 0.000337036 0.00491783 -0.000387865 0.00692137 -0.0013844 -0.000603428 0.000624652 -0.00257483 0.00203403 -0.0127432 -0.0197808 0.0016012 0.000926915 0.00156568 -0.00128367 0.0120818
internal_weight=0 1454 2295 1401 251 1150 202 109 2186 119 1101 132 969 915 2139 500 344 156 94 1639 1540 1460 266 99
internal_count=3749 1454 2295 1401 251 1150 202 109 2186 119 1101 132 969 915 2139 500 344 156 94 1639 1540 1460 266 99
is_linear=0
shrinkage=0.0995203


Tree=789
num_leaves=18
num_cat=0
split_feature=18 18 18 5 0 5 3 18 5 5 8 8 2 9 18 5 26
split_gain=0.456795 1.64197 1.63819 1.04894 1.69136 1.03441 1.13995 1.41663 0.563478 1.23223 1.63321 1.09873 1.09717 0.984986 0.854128 1.19869 0.628547
threshold=-0.019539999999999998 -0.025079999999999998 -0.015440000000000001 -0.072874999999999981 -0.15468499999999999 -0.040404999999999996 0.12651000000000004 -0.033709999999999997 0.24444000000000005 -1.0000000180025095e-35 -0.0049949999999999994 -0.067719999999999989 -0.081604999999999997 -0.25326499999999996 -0.011569999999999999 -0.0071849999999999995 0.085075000000000026
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 7 -7 9 13 12 -10 -11 -4 -15 -16 -14
right_child=2 -3 8 4 5 6 -8 -9 11 10 -12 -13 16 14 15 -17 -18
leaf_value=0.014067933022518138 0.01818724467629293 -0.018556407157648072 -0.013042265867757525 -0.018471258238565564 -0.013486478138626367 0.00022498868217261871 -0.010676410250962724 0.017690313398832425 0.0040163965981567431 -0.0082961189523167844 0.019022297715014767 -0.017388443498903047 -0.00015083528766286975 0.010686087109471994 0.00041316226935239609 -0.013459790431765794 0.015731119300591911
leaf_weight=46 53 53 56 54 58 1105 90 48 46 65 81 49 46 76 1706 64 53
leaf_count=46 53 53 56 54 58 1105 90 48 46 65 81 49 46 76 1706 64 53
internal_value=0 -0.00136118 0.000893341 -0.0007101 -0.00121239 -0.000495409 0.000110113 0.00095279 0.000484155 0.000816374 0.00745939 -0.00701538 0.00174345 -3.88949e-05 0.00035513 -8.79965e-05 0.00834336
internal_weight=0 1454 2295 1401 1355 1301 1243 1153 2242 2147 245 95 164 1902 1846 1770 99
internal_count=3749 1454 2295 1401 1355 1301 1243 1153 2242 2147 245 95 164 1902 1846 1770 99
is_linear=0
shrinkage=0.0995203


Tree=790
num_leaves=16
num_cat=0
split_feature=18 18 18 5 0 20 3 3 12 26 26 0 38 6 26
split_gain=0.370399 1.3314 1.32834 0.850557 1.37146 1.01158 1.00951 0.836775 0.674627 0.492913 0.97724 0.823532 0.568577 0.70397 0.388134
threshold=-0.019539999999999998 -0.025079999999999998 -0.015440000000000001 -0.072874999999999981 -0.15468499999999999 0.0057800000000000013 0.12651000000000004 0.089735000000000023 -0.08727 -0.10954 -0.085605000000000001 -0.10096999999999999 -0.05851 -0.092919999999999989 -0.231015
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 -6 -4 11 -11 -10 -12 -14 -13
right_child=2 -3 8 4 5 -7 -8 -9 9 10 12 14 13 -15 -16
leaf_value=0.012667889578380611 0.016377246566018414 -0.016709669714746491 -0.01136066885565354 -0.01663299558658107 -0.0032989611071797759 0.010694196549798337 -0.012487385164820087 0.0020788395884514142 -0.0039906859248507055 -0.01049413768788989 0.011541589952608863 0.0053660505731796173 -0.0026363799221201141 0.0016336885201185627 0.017988443464277921
leaf_weight=46 53 53 47 54 535 76 73 617 51 80 47 49 527 1393 48
leaf_count=46 53 53 47 54 535 76 73 617 51 80 47 49 527 1393 48
internal_value=0 -0.00122572 0.000804436 -0.000639372 -0.00109174 -0.000446043 -0.00113786 -0.000417953 0.000435935 0.000688901 0.000287475 0.00623552 0.000726391 0.000461217 0.0116206
internal_weight=0 1454 2295 1401 1355 1301 1225 1152 2242 2195 2047 148 1967 1920 97
internal_count=3749 1454 2295 1401 1355 1301 1225 1152 2242 2195 2047 148 1967 1920 97
is_linear=0
shrinkage=0.0995203


Tree=791
num_leaves=20
num_cat=0
split_feature=27 27 9 27 18 20 0 6 20 3 3 3 8 0 9 0 20 26 8
split_gain=0.355004 1.53664 1.23142 1.12386 0.615296 0.848788 0.813279 3.05566 2.11085 2.13605 0.989367 1.38727 1.64343 1.26539 1.74415 0.861471 0.558106 0.469121 0.933569
threshold=0.085600000000000023 1.0000000180025095e-35 0.082335000000000019 0.08841000000000003 0.18126000000000006 -0.047859999999999993 -0.14124499999999998 -0.0040799999999999994 -0.072005 0.098455000000000029 0.10684000000000003 0.10134000000000003 0.0065600000000000007 0.12346000000000003 -0.10165 -0.10942499999999999 -0.065649999999999986 -0.054024999999999997 -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 4 -3 -2 6 -6 7 8 -1 -10 11 15 -13 14 -12 -8 -5 18 -18
right_child=3 2 -4 16 5 -7 10 -9 9 -11 13 12 -14 -15 -16 -17 17 -19 -20
leaf_value=0.013472783641406354 0.017051805692635345 -0.0015133854422264643 -0.023959962634090365 -0.0073664344425103025 0.01609114920315393 -0.0020057329304971946 -0.011781047448245513 0.0233200431094709 -0.021699468718052905 0.0014933920031784855 0.013218617813892872 0.0024313702241122947 0.023676744620213248 -0.017657867490033178 -0.0045742327086920479 -5.4243764968484359e-05 0.017130471525672278 -0.0022233879026564854 -0.00059376549586313517
leaf_weight=75 49 49 48 65 55 48 64 68 60 114 61 118 52 62 516 2036 53 90 66
leaf_count=75 49 49 48 65 55 48 64 68 60 114 61 118 52 62 516 2036 53 90 66
internal_value=0 -0.000281987 -0.0126294 0.00316937 7.75455e-05 0.00764971 -0.000163965 0.00462246 -0.000480425 -0.00649945 -0.000685834 0.000287598 0.00893478 -0.00414516 -0.00269177 -0.000412022 0.000683751 0.00319131 0.00729335
internal_weight=0 3426 97 323 3329 103 3226 317 249 174 2909 2270 170 639 577 2100 274 209 119
internal_count=3749 3426 97 323 3329 103 3226 317 249 174 2909 2270 170 639 577 2100 274 209 119
is_linear=0
shrinkage=0.0995203


Tree=792
num_leaves=17
num_cat=0
split_feature=10 3 3 10 8 1 26 8 7 18 1 3 8 6 6 8
split_gain=0.501984 0.932017 0.939347 0.59985 0.604199 1.24326 2.14287 1.67037 1.19923 0.752902 0.996233 0.983079 0.805424 1.32834 0.660643 0.529277
threshold=0.080705000000000013 0.092395000000000019 0.10920500000000002 0.076235000000000011 -0.11061499999999999 -0.028565 0.090095000000000022 -0.409445 -0.074334999999999998 -0.10726999999999999 0.060860000000000011 0.10997000000000003 -0.087245000000000003 0.085955000000000018 -0.015744999999999999 -0.49499500000000002
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 -1 15 -6 10 11 -10 13 -11 -14 -7
right_child=1 2 -4 -5 8 7 -8 -9 9 12 -12 -13 14 -15 -16 -17
leaf_value=-0.015885591530220591 0.013730391939864981 -0.0087441248296074355 0.0074196378121461062 -0.010323496276468988 -0.015997882461830162 0.0066581954977630552 0.010030335563894661 0.01907329641869453 -0.0032111120991909401 -0.007065612067791275 0.0060783605022926785 -0.015417642147282728 0.0031617489557747612 0.0027767713833533932 -0.00041170842762829605 -0.0073930331146058181
leaf_weight=68 72 67 76 60 50 61 59 87 201 347 69 97 845 223 1301 47
leaf_count=68 72 67 76 60 50 61 59 87 201 347 69 97 845 223 1301 47
internal_value=0 0.00449593 -0.000147869 -0.000457622 -0.000286052 0.00381871 -0.00383946 0.00881054 -0.000708188 -0.000459955 -0.00469084 -0.00718713 0.000111443 -0.00321356 0.00099498 0.000535729
internal_weight=0 215 143 3515 3455 322 127 195 3133 3083 367 298 2716 570 2146 108
internal_count=3730 215 143 3515 3455 322 127 195 3133 3083 367 298 2716 570 2146 108
is_linear=0
shrinkage=0.0995203


Tree=793
num_leaves=11
num_cat=0
split_feature=21 20 20 20 0 0 0 1 5 1
split_gain=0.372709 1.39609 1.00789 0.797656 1.1336 0.827133 0.899266 0.575159 2.51939 1.22298
threshold=-0.085914999999999991 -0.074329999999999993 -0.15398499999999998 -0.224635 -0.25289499999999993 -0.225295 -0.17809 -0.37983499999999998 0.13648000000000002 -0.15528499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 -7 8 -8 -9
right_child=3 -3 -4 4 5 6 7 9 -10 -11
leaf_value=0.0095256229346567488 -0.010525257593521563 0.017973124694887658 -0.0094241386197548207 0.014155077048842557 -0.0098460569870395913 0.012495238540106826 0.022649543562255344 -0.011033550368271016 -0.00085813809338292546 -0.00034266968475646326
leaf_weight=47 75 52 68 54 89 55 57 110 217 2906
leaf_count=47 75 52 68 54 89 55 57 110 217 2906
internal_value=0 0.00443992 -0.00167233 -0.000370356 -0.000151768 -0.000376983 -0.000124796 -0.000336018 0.00402916 -0.000732861
internal_weight=0 167 115 3563 3488 3434 3345 3290 274 3016
internal_count=3730 167 115 3563 3488 3434 3345 3290 274 3016
is_linear=0
shrinkage=0.0995203


Tree=794
num_leaves=10
num_cat=0
split_feature=30 6 11 21 3 3 6 4 0
split_gain=0.346546 0.362605 0.469391 0.486881 0.421826 1.65401 1.34315 1.38773 1.3035
threshold=-1.0000000180025095e-35 -0.55466499999999985 0.092640000000000014 -0.13730999999999999 0.12212000000000002 0.12870500000000004 -0.41910500000000001 0.10868000000000001 0.0083400000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 -5 -8 -7
right_child=1 2 -4 4 5 8 7 -9 -10
leaf_value=0.0083517262473831403 0.0085318514390275678 0.0093282824048561436 -0.010348939770897769 -0.014394123883026468 0.015776521537552709 0.0023179876799128691 -0.00087926357782357265 0.010038641577219433 -0.014721630847153252
leaf_weight=47 46 52 46 70 77 276 2943 120 53
leaf_count=47 46 52 46 70 77 276 2943 120 53
internal_value=0 -0.000247948 -0.000359218 -0.000231024 -0.000371714 0.00264608 -0.000763046 -0.000451262 -0.00042451
internal_weight=0 3683 3637 3591 3539 406 3133 3063 329
internal_count=3730 3683 3637 3591 3539 406 3133 3063 329
is_linear=0
shrinkage=0.0995203


Tree=795
num_leaves=12
num_cat=0
split_feature=10 3 8 0 17 0 3 2 0 2 8
split_gain=0.397477 0.857623 0.993902 0.65925 2.1846 1.0423 1.33958 0.751047 0.660913 0.632072 1.28472
threshold=0.080705000000000013 0.092395000000000019 0.095620000000000024 0.042275000000000014 -0.15450999999999998 -0.0083449999999999983 0.17152000000000003 -0.018864999999999996 -0.032274999999999991 0.35004500000000011 -0.36115499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 8 -6 9 10 -1
right_child=1 2 -4 4 7 -7 -8 -9 -10 -11 -12
leaf_value=0.013608034262161752 0.012886643304264086 -0.010331579195080895 0.0065211444630630744 -0.024690008986368365 0.0064607159657459161 0.011043928291672047 0.01329833634535273 -0.0070498514119979334 -0.011858423534330264 -0.010383424736983865 -0.00053512210104079147
leaf_weight=65 72 59 84 47 81 82 70 82 51 62 2975
leaf_count=65 72 59 84 47 81 82 70 82 51 62 2975
internal_value=0 0.00402815 -0.000426354 -0.000379725 -0.00578667 -3.59192e-05 -0.000318068 -0.000330989 -0.000620627 -0.000435602 -0.00023245
internal_weight=0 215 143 3515 210 3305 3223 163 3153 3102 3040
internal_count=3730 215 143 3515 210 3305 3223 163 3153 3102 3040
is_linear=0
shrinkage=0.0995203


Tree=796
num_leaves=21
num_cat=0
split_feature=30 6 0 8 5 5 0 0 5 21 5 3 0 9 3 17 3 0 9 6
split_gain=0.586218 1.03797 1.40772 1.258 0.701706 1.73291 1.47658 1.53297 1.06196 1.01702 1.02625 1.20554 3.63339 1.15339 0.924649 1.30283 0.854348 0.793927 0.539266 0.351476
threshold=0.080210000000000017 -0.09007999999999998 -0.016659999999999998 -0.090440000000000006 -0.074569999999999984 -0.070260000000000003 -0.23099 -0.16969499999999998 -0.080119999999999983 -0.085914999999999991 -0.040404999999999996 0.082130000000000022 -0.15137999999999999 0.087825000000000028 0.088055000000000022 -0.016659999999999998 0.08895500000000002 -0.085349999999999995 0.097365000000000021 -0.41548999999999997
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 6 -6 -1 -8 14 16 13 -12 -13 -11 17 -16 -7 -9 -15 -5
right_child=1 2 -4 19 5 9 7 8 -10 10 11 12 -14 18 15 -17 -18 -19 -20 -21
leaf_value=-0.014195343744457942 0.013430397114518197 -0.019049530335745586 0.00037954801373964587 -0.010211043883126042 0.016376580192599466 0.0018112203036452534 0.012911825185571123 0.0068610352938540424 -0.01271591547744132 -0.017739631515050126 0.012699272027240169 -0.0257694153150912 0.0017095662467802514 -0.0055942451712561467 -0.013692589179887507 -0.00075984100015650646 0.020807554501160921 -0.0044759854962908019 0.0055825563324650761 0.0011388187680921149
leaf_weight=82 58 78 70 56 77 47 80 232 76 57 91 49 1737 118 92 479 47 83 67 52
leaf_count=82 58 78 70 56 77 47 80 232 76 57 91 49 1737 118 92 479 47 83 67 52
internal_value=0 -0.00379393 -0.00985457 0.0016046 0.000699341 0.00169909 -0.00133679 -0.000324099 -0.00142565 0.00118803 0.000738263 0.00152501 0.000955205 -0.00536053 -0.000456262 -0.00284501 0.0113181 0.00387122 -0.00154201 -0.00473872
internal_weight=0 314 148 166 3414 2290 1124 1042 962 2213 2119 1877 1786 242 886 571 94 315 185 108
internal_count=3728 314 148 166 3414 2290 1124 1042 962 2213 2119 1877 1786 242 886 571 94 315 185 108
is_linear=0
shrinkage=0.0995203


Tree=797
num_leaves=23
num_cat=0
split_feature=30 26 18 3 5 2 21 9 17 17 18 17 3 0 18 26 2 18 17 19 27 18
split_gain=0.531642 1.00017 0.506775 1.02606 2.143 1.12013 1.53764 1.68415 2.73336 2.55161 1.40592 1.32653 0.813166 1.4693 0.733229 2.02333 0.941084 0.624006 0.683634 0.587156 1.10813 0.571943
threshold=0.10000000000000002 -0.01278 0.089020000000000016 0.086775000000000033 -0.07965499999999999 -0.077115000000000003 0.10168500000000003 0.091965000000000033 -0.0042049999999999995 -0.047785000000000001 0.093865000000000018 0.11012500000000003 0.10089500000000003 -0.073914999999999995 0.082540000000000016 0.087865000000000013 -0.081734999999999988 0.0057900000000000009 -0.013885 -0.099114999999999995 -0.086859999999999993 -0.42248000000000002
decision_type=2 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 14 4 -4 10 7 9 -9 -7 -5 -8 13 -12 17 16 -16 19 -19 -1 -21 -22
right_child=1 -3 3 5 -6 6 11 8 -10 -11 12 -13 -14 -15 15 -17 -18 18 -20 20 21 -23
leaf_value=0.010954394775446161 -0.01493382485125444 0.0027906840102821704 5.4766720494930065e-05 -0.016102468278270506 -0.026772607993988749 0.00096634919312222202 -0.017986859374426404 0.018269365677285595 -0.010047840575250879 0.033019744816643076 -0.0027205489947382832 0.0044018065850771866 -0.012312886152245538 0.017281814820643643 -0.010006373043194178 0.02529071281654215 0.0089062795108987916 0.0017847016066530827 -0.014856544468813552 -0.011800879152794723 -0.0069965159352103467 0.0014572273052876629
leaf_weight=58 63 63 79 77 47 46 50 56 85 53 150 55 48 48 48 46 57 46 52 67 82 2352
leaf_count=58 63 63 79 77 47 46 50 56 85 53 150 55 48 48 48 46 57 46 52 67 82 2352
internal_value=0 -0.00606508 0.000511239 -0.00170826 -0.00994578 -0.000153251 0.00378867 0.00818474 0.00119291 0.0181345 -0.0043662 -0.00625167 -0.000689324 0.00212438 0.00113912 0.0078856 0.000252698 0.000755407 -0.007037 0.00105415 0.000824225 0.00117209
internal_weight=0 126 3602 794 126 668 345 240 141 99 323 105 246 198 2808 151 105 2657 98 2559 2501 2434
internal_count=3728 126 3602 794 126 668 345 240 141 99 323 105 246 198 2808 151 105 2657 98 2559 2501 2434
is_linear=0
shrinkage=0.0995203


Tree=798
num_leaves=14
num_cat=0
split_feature=29 4 4 3 29 1 6 20 6 3 0 20 17
split_gain=0.453313 0.724569 0.865965 0.794808 0.616815 0.571436 0.60242 0.541346 1.92399 1.0228 0.981471 1.96455 0.795464
threshold=-0.080349999999999991 0.10198500000000002 0.12498500000000003 0.094970000000000013 -0.073279999999999998 0.51334500000000016 -0.44590999999999997 0.0074100000000000017 -0.03764 0.088605000000000017 -0.18357499999999999 -0.049534999999999996 -0.14384499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 -6 10 9 -9 11 -8 -12
right_child=4 2 -4 -5 5 -7 7 8 -10 -11 12 -13 -14
leaf_value=0.012130287641818761 0.01100004019383284 -0.015187095316649593 0.00057454457762638246 -0.0063644673176467331 0.011525162515420637 -0.0080999891660979706 -0.0013759017549457102 0.013573349581185251 -0.020276056812504804 -0.0030544094575500527 0.0033108129063230182 0.02150076975642207 -0.00054860121140619974
leaf_weight=46 55 81 60 46 49 77 85 46 56 180 698 66 2183
leaf_count=46 55 81 60 46 49 77 85 46 56 180 698 66 2183
internal_value=0 -0.00398985 -0.00847421 0.00287401 0.000543574 0.000376154 0.000570469 0.000408248 -0.00376198 0.000326382 0.000796383 0.00861776 0.000386162
internal_weight=0 233 141 92 3495 3440 3363 3314 282 226 3032 151 2881
internal_count=3728 233 141 92 3495 3440 3363 3314 282 226 3032 151 2881
is_linear=0
shrinkage=0.0995203


Tree=799
num_leaves=13
num_cat=0
split_feature=29 17 9 27 29 27 29 1 18 7 13 1
split_gain=0.367512 0.604701 2.02803 1.50766 0.50015 0.536199 0.63536 0.562246 1.12515 1.06459 0.715752 0.708926
threshold=-0.080349999999999991 -0.080579999999999999 -0.081559999999999994 0.093785000000000021 -0.073279999999999998 -0.038765000000000001 -0.025204999999999998 -0.091829999999999995 0.099430000000000032 0.077685000000000018 0.080720000000000028 -0.088174999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -2 -6 -7 8 9 -8 11 -9
right_child=4 3 -4 -5 5 6 7 10 -10 -11 -12 -13
leaf_value=-0.01321350898416237 0.0099053141970151144 -0.016470638354803634 0.015101098353355689 0.005363282798978429 -0.0080405026150512874 -0.0085956614253982853 0.0071455413199461321 -0.0068154396828915961 -0.0065412097485663479 -0.0083414080430349487 -0.011908133654900174 0.00071845815184966668
leaf_weight=46 55 81 55 51 74 74 424 130 91 49 48 2550
leaf_count=46 55 81 55 51 74 74 424 130 91 49 48 2550
internal_value=0 -0.00359243 0.00219723 -0.0080286 0.000489454 0.000338671 0.000523127 0.000728355 0.00358882 0.00553945 0.000136669 0.000352702
internal_weight=0 233 101 132 3495 3440 3366 3292 564 473 2728 2680
internal_count=3728 233 101 132 3495 3440 3366 3292 564 473 2728 2680
is_linear=0
shrinkage=0.0995203


Tree=800
num_leaves=23
num_cat=0
split_feature=2 0 0 3 27 0 21 21 6 0 5 2 0 5 2 5 17 0 9 26 0 3
split_gain=0.511396 1.13622 1.33593 1.03885 0.969419 1.10067 1.23124 1.39899 0.810443 0.775929 0.693953 2.22531 1.4033 0.936088 1.95387 1.20204 0.972604 1.29275 1.21992 0.729646 0.936386 0.641566
threshold=0.25779000000000007 0.0047200000000000011 -0.12236 0.11926500000000002 0.091025000000000009 -0.13056499999999996 0.10198500000000002 0.13118000000000005 -0.082304999999999989 -0.059114999999999994 -0.0050400000000000002 0.097745000000000012 -0.098180000000000003 -0.0089549999999999994 -0.08342999999999999 -0.0098949999999999993 0.047465000000000014 -0.233955 0.10646500000000002 0.10393000000000002 -0.088084999999999983 0.08511500000000001
decision_type=2 2 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 -5 8 -8 -7 -6 13 12 -12 15 21 16 17 -1 -18 20 -14 -15
right_child=1 -3 -4 4 9 6 7 -9 -10 -11 11 -13 19 14 -16 -17 18 -19 -20 -21 -22 -23
leaf_value=-0.01359422699140745 -0.009035684224088493 -0.018804570914845487 0.010086196391113576 0.021985697448132974 -0.0088355554505327311 -0.011744191869537082 0.02623691237134913 0.0033128886910252027 0.0047576917704228198 0.0073641641925374941 0.012005973820293551 -0.018939830589121378 -0.012733002628933079 0.0073448111684221839 0.021900870840880274 -0.015920307039128952 -0.0039118205393556659 0.0027543295484211867 0.012896751284607221 -0.011731990536284313 -0.00058006879816484887 -0.0088416905108634793
leaf_weight=50 85 46 63 47 75 47 46 62 79 48 73 76 68 48 61 46 605 1136 46 75 823 49
leaf_count=50 85 46 63 47 75 47 46 62 79 48 73 76 68 48 61 46 605 1136 46 75 823 49
internal_value=0 -0.00514234 -0.000890433 0.000104523 0.00485633 0.00808236 0.00528631 0.0130844 -0.00139128 -0.00250706 -0.000503497 -0.00250024 -0.00129694 0.000586925 0.0079447 -3.00206e-05 0.00036744 0.00206441 -0.00272286 -0.00230308 -0.00150848 -0.000823436
internal_weight=0 194 148 3560 404 281 234 108 126 123 3156 1115 1039 2041 158 1883 1837 1186 651 966 891 97
internal_count=3754 194 148 3560 404 281 234 108 126 123 3156 1115 1039 2041 158 1883 1837 1186 651 966 891 97
is_linear=0
shrinkage=0.0995203


Tree=801
num_leaves=11
num_cat=0
split_feature=8 8 8 4 0 1 2 22 22 0
split_gain=0.496246 1.00885 0.879391 0.68132 0.539835 0.907296 0.525045 0.660448 0.932358 0.488343
threshold=-0.41646 -0.36115499999999995 -0.47145500000000001 0.13146500000000003 0.16362500000000005 0.62198500000000012 0.13896000000000006 0.091785000000000019 0.082075000000000023 -0.10148
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 -3 -9
right_child=1 4 -4 -5 -6 -7 -8 9 -10 -11
leaf_value=-0.0081600443671824424 0.014585439204528117 -5.3822548539451357e-05 -0.017150079854951133 0.006481748989518003 -0.010573970632471072 0.01336212793670547 -0.010163582036672067 0.01354572310433988 -0.011431245285348657 0.0022848819902421234
leaf_weight=65 47 3140 46 61 48 50 51 57 73 116
leaf_count=65 47 3140 46 61 48 50 51 57 73 116
internal_value=0 0.000100664 -0.00537163 -0.00106506 -9.16883e-05 5.237e-05 -0.000141017 9.70183e-06 -0.000312575 0.00599984
internal_weight=0 3582 172 126 3535 3487 3437 3386 3213 173
internal_count=3754 3582 172 126 3535 3487 3437 3386 3213 173
is_linear=0
shrinkage=0.0995203


Tree=802
num_leaves=12
num_cat=0
split_feature=8 8 9 3 30 8 4 9 6 23 8
split_gain=0.413961 1.06272 0.823207 0.79433 1.79874 0.574494 0.552473 0.494747 0.869346 0.553893 0.543867
threshold=-0.409445 -0.23488499999999998 -0.096659999999999982 0.14721500000000004 0.086615000000000011 -0.47145500000000001 0.13146500000000003 -0.082514999999999991 -0.086849999999999997 -0.052774999999999996 -0.012329999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 7 -5 6 -1 8 -4 -9 -11
right_child=1 2 3 4 -6 -7 -8 9 -10 10 -12
leaf_value=-0.0073479551847632227 0.013463564583701803 -0.010432935860745052 -0.00091261699717526911 0.018965653108666106 -0.0061943070557074426 -0.012935732771129934 0.0058366836858719006 0.0099763753296954263 0.015965162154833439 0.00020990576196858692 -0.0027452232543304176
leaf_weight=65 58 75 74 66 49 58 61 50 51 2305 842
leaf_count=65 58 75 74 66 49 58 61 50 51 2305 842
internal_value=0 0.000102099 -0.00011833 0.000106511 0.00823821 -0.00473833 -0.000958419 -0.000174744 0.00596697 -0.000415136 -0.000580498
internal_weight=0 3570 3512 3437 115 184 126 3322 125 3197 3147
internal_count=3754 3570 3512 3437 115 184 126 3322 125 3197 3147
is_linear=0
shrinkage=0.0995203


Tree=803
num_leaves=19
num_cat=0
split_feature=2 5 3 30 0 0 5 21 5 9 2 0 8 21 26 5 2 5
split_gain=0.389746 0.891626 0.799963 1.23994 0.696855 0.572878 0.529868 1.44138 1.07976 0.873251 0.93535 2.6853 0.894174 0.809292 1.20826 1.3644 1.12176 1.04195
threshold=0.25779000000000007 -0.11065499999999999 0.14721500000000004 0.086370000000000016 -0.051999999999999998 -0.13056499999999996 -0.0050400000000000002 0.11908500000000002 -0.0038499999999999997 0.10591500000000002 0.10274500000000002 -0.11524 0.0044850000000000011 0.098250000000000018 0.089725000000000013 -0.079124999999999987 0.097745000000000012 -0.0089549999999999994
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 -3 -2 7 13 -8 10 11 -10 -11 16 15 -15 17 -1
right_child=1 4 3 -5 -6 -7 8 -9 9 12 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.00028960753358213512 -0.0053838026195237891 -0.0024499973427106183 0.016594443901754217 -0.0033012171227102829 -0.019178777463810869 0.010068145132801696 -0.01584772937779131 0.014610228426557828 0.02264316752821648 -0.001554237023630664 -0.011928348598257839 -0.00078414773405955003 -0.019863026470169687 -0.018324560105541267 0.0043920442847564158 0.0015583757488389755 0.011807733510254249 0.0084808870511762259
leaf_weight=1653 47 48 71 55 51 48 52 72 51 59 65 972 48 90 81 55 90 146
leaf_count=1653 47 48 71 55 51 48 52 72 51 59 65 972 48 90 81 55 90 146
internal_value=0 -0.00446549 0.000115011 0.00790333 -0.0110761 0.00241488 -0.000170519 0.000762695 -0.00180786 -0.00119623 -0.000351776 0.000382984 -0.00977518 0.000290903 -0.00533676 -0.0107771 0.00096463 0.000421718
internal_weight=0 194 3560 126 99 95 3434 2187 1247 1195 1088 1023 107 2115 226 145 1889 1799
internal_count=3754 194 3560 126 99 95 3434 2187 1247 1195 1088 1023 107 2115 226 145 1889 1799
is_linear=0
shrinkage=0.0995203


Tree=804
num_leaves=10
num_cat=0
split_feature=12 30 9 11 8 2 3 11 6
split_gain=0.601996 0.783999 0.84822 0.898714 0.910087 1.0883 1.00018 0.490798 0.367888
threshold=0.094205000000000025 -1.0000000180025095e-35 -0.25326499999999996 -0.091359999999999997 -0.36115499999999995 0.13896000000000006 0.0040650000000000009 -0.38714999999999994 -0.083069999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 8 6 -6 -4 -5
right_child=-2 2 3 4 5 -7 -8 -9 -10
leaf_value=0.012523105286050664 -0.010509232923976279 -0.011290033080674958 0.0023822196617615974 0.0029253351391226767 -0.009541183594109293 -0.014755032548103871 -5.5311071711330748e-05 0.016712254207264313 0.015084036786682424
leaf_weight=48 56 68 48 49 114 53 3215 47 50
leaf_count=48 56 68 48 49 114 53 3215 47 50
internal_value=0 -0.000112445 -0.000279109 -6.95003e-05 -0.000330363 -0.000605906 -0.000380396 0.00948044 0.00907437
internal_weight=0 3692 3644 3576 3481 3382 3329 95 99
internal_count=3748 3692 3644 3576 3481 3382 3329 95 99
is_linear=0
shrinkage=0.0995203


Tree=805
num_leaves=8
num_cat=0
split_feature=12 30 9 12 12 3 27
split_gain=0.488138 0.635716 0.687793 0.81982 0.9664 0.621039 0.449831
threshold=0.094205000000000025 -1.0000000180025095e-35 -0.25326499999999996 -0.072134999999999991 -0.006685 -0.0043349999999999994 0.087140000000000009
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.011276803946493922 -0.0094633521754318682 -0.010166446853276093 0.012341912027456428 -0.01412464958980149 0.010345411179844716 -0.00051996252081991802 0.0041321435405280377
leaf_weight=48 56 68 52 49 56 3199 220
leaf_count=48 56 68 52 49 56 3199 220
internal_value=0 -0.00010121 -0.00025131 -6.25381e-05 -0.00024581 -4.98727e-05 -0.000220377
internal_weight=0 3692 3644 3576 3524 3475 3419
internal_count=3748 3692 3644 3576 3524 3475 3419
is_linear=0
shrinkage=0.0995203


Tree=806
num_leaves=12
num_cat=0
split_feature=27 27 27 8 8 18 27 27 21 21 8
split_gain=0.417411 1.04601 0.4942 0.501767 1.37627 1.03757 1.00836 1.13131 0.888649 1.2618 0.652383
threshold=0.11510000000000002 0.10673000000000003 0.095885000000000012 -0.087444999999999995 -0.086914999999999992 -0.093649999999999997 0.08648500000000002 0.081615000000000021 -0.084574999999999997 -0.09071499999999999 -0.085385000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7 9 -6 -10
right_child=-2 -3 -4 4 8 6 -8 -9 10 -11 -12
leaf_value=0.011913408249606929 0.0078801162899010124 -0.014949127808655718 0.0074298992843828985 0.014778295215266097 -0.0009659814116592221 -0.0030170067664952041 -0.014229163548730311 0.012892887938676214 0.0068329705085656573 -0.020772514558446441 3.4957202999700895e-05
leaf_weight=48 62 48 83 64 95 757 74 47 149 48 2273
leaf_count=48 62 48 83 64 95 757 74 47 149 48 2273
internal_value=0 -0.000353698 -0.000160899 -0.000338355 0.000363078 -0.00233067 -0.00311033 -0.00208593 3.08073e-06 -0.00762006 0.000453505
internal_weight=0 3686 3638 3555 2629 926 878 804 2565 143 2422
internal_count=3748 3686 3638 3555 2629 926 878 804 2565 143 2422
is_linear=0
shrinkage=0.0995203


Tree=807
num_leaves=8
num_cat=0
split_feature=12 30 8 27 29 28 3
split_gain=0.385069 0.511268 0.352402 0.458675 0.558288 0.569905 0.556832
threshold=0.094205000000000025 -1.0000000180025095e-35 0.24853500000000003 -0.086859999999999993 -0.11156000000000001 1.0000000180025095e-35 0.17760500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.010132600336636812 -0.0083863436301774806 -0.009939172530584104 -0.007050884453000214 0.01083713928247468 -0.00045488532489670164 0.0082735372907239181 0.0088453068384213782
leaf_weight=48 56 46 73 47 3334 79 65
leaf_count=48 56 46 73 47 3334 79 65
internal_value=0 -7.11271e-05 -0.000205759 -6.55983e-05 6.30162e-05 -8.23448e-05 -0.000276794
internal_weight=0 3692 3644 3571 3525 3478 3399
internal_count=3748 3692 3644 3571 3525 3478 3399
is_linear=0
shrinkage=0.0995203


Tree=808
num_leaves=11
num_cat=0
split_feature=0 11 3 7 3 8 5 0 5 3
split_gain=0.85686 0.757056 0.905745 0.737583 0.578034 1.64242 0.696639 0.513304 1.5195 0.752488
threshold=0.15834000000000004 -0.29846499999999998 0.15537500000000004 0.093110000000000012 0.13451500000000002 -0.046889999999999994 -0.41397 -0.13417999999999999 -0.0050400000000000002 0.12551500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 8 -3 -9
right_child=-2 2 -4 -5 5 -7 -8 9 -10 -11
leaf_value=-0.0097872510734366737 0.012209806954623197 -0.00043469239332367753 0.013077077503731856 0.010907903601796264 -0.0045947121902226761 0.0060921874536435678 -0.02121805018594591 0.00066552580374911038 -0.017618921509668994 0.012022517195040074
leaf_weight=72 61 375 56 64 46 71 55 2827 59 59
leaf_count=72 61 375 56 64 46 71 55 2827 59 59
internal_value=0 0.000316873 0.000518511 0.000320508 0.000126232 -0.00549887 -0.0136551 0.000417899 -0.00277269 0.000897987
internal_weight=0 3684 3612 3556 3492 172 101 3320 434 2886
internal_count=3745 3684 3612 3556 3492 172 101 3320 434 2886
is_linear=0
shrinkage=0.0995203


Tree=809
num_leaves=10
num_cat=0
split_feature=0 11 12 29 29 8 0 8 20
split_gain=0.694792 0.613874 0.838776 0.558257 0.864641 0.893023 0.936521 0.873704 0.326448
threshold=0.15834000000000004 -0.29846499999999998 -0.027854999999999998 0.12669500000000003 0.0050600000000000011 0.068430000000000019 -0.090124999999999997 1.0000000180025095e-35 -0.067119999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -4 -6
right_child=-2 2 3 -5 8 6 -8 -9 -10
leaf_value=-0.0088132216109938905 0.010994684009824073 0.012038218128374845 8.6250948129902873e-05 -0.010623699593067771 0.0040224311341672337 0.016978194451966178 0.0026087133226862418 -0.0071113000792219919 0.015845090361482354
leaf_weight=72 61 61 2965 46 47 57 213 177 46
leaf_count=72 61 61 2965 46 47 57 213 177 46
internal_value=0 0.000285316 0.000466909 0.000267903 0.000411079 0.000152774 0.0056453 -0.000318952 0.00987901
internal_weight=0 3684 3612 3551 3505 3412 270 3142 93
internal_count=3745 3684 3612 3551 3505 3412 270 3142 93
is_linear=0
shrinkage=0.0995203


Tree=810
num_leaves=14
num_cat=0
split_feature=0 1 1 3 1 5 26 26 2 5 1 2 26
split_gain=0.56337 0.524701 1.7186 1.25802 0.814432 1.4601 0.662417 1.60344 3.2768 1.08635 1.5534 1.5316 0.887246
threshold=0.15834000000000004 -0.50290499999999982 -0.40145499999999995 0.097595000000000029 -0.15796999999999997 0.030400000000000007 0.088325000000000028 0.089150000000000021 -0.084804999999999992 -0.041054999999999994 -0.016464999999999997 0.097745000000000012 0.089545000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4 9 8 -8 10 -6 -11 -9
right_child=-2 2 4 -5 6 -7 7 12 -10 11 -12 -13 -14
leaf_value=0.0021006438563523993 0.0099004912892086579 0.014228989507686741 0.0033491113326095112 -0.016948884683846126 -0.0093763672877949303 -0.020112038695224221 -0.032771263556455786 0.012148401650053866 0.00073327241775796308 0.0049469033005406947 0.0010335991075290734 -0.010853999684749658 -0.00078394620589079366
leaf_weight=84 61 88 52 58 171 53 47 55 75 925 836 65 1175
leaf_count=84 61 88 52 58 171 53 47 55 75 925 836 65 1175
internal_value=0 0.000256965 0.000494986 -0.00567439 0.000144838 -0.00848539 0.000415663 -0.00128507 -0.0121675 0.00156749 -0.000733318 0.00390864 -0.000205004
internal_weight=0 3684 3542 142 3454 105 3349 1352 122 1997 1007 990 1230
internal_count=3745 3684 3542 142 3454 105 3349 1352 122 1997 1007 990 1230
is_linear=0
shrinkage=0.0995203


Tree=811
num_leaves=23
num_cat=0
split_feature=2 2 9 2 9 3 19 17 2 4 2 2 2 17 5 0 17 8 5 5 20 21
split_gain=0.506822 1.70631 1.8918 1.43841 1.35204 3.45994 1.58104 1.67188 1.48933 1.78525 2.3803 2.04655 1.27484 0.660205 2.47146 1.76359 1.53852 0.924281 1.44355 1.81318 1.20507 1.11485
threshold=-0.082294999999999993 -0.082644999999999982 0.079525000000000026 -0.082025000000000001 0.09091500000000001 0.10089500000000003 0.10345000000000003 -0.00067499999999999993 -0.087804999999999994 0.088230000000000017 -0.122295 -0.16295499999999999 -0.081734999999999988 -0.14813999999999997 0.063170000000000018 -0.079954999999999984 -0.50448999999999999 1.0000000180025095e-35 -0.040404999999999996 -0.047864999999999998 0.0074100000000000017 0.086690000000000017
decision_type=2 2 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 6 7 -4 9 10 -6 -11 -5 14 -14 -16 -17 18 19 -15 -20 -19
right_child=3 -3 4 12 8 -7 -8 -9 -10 11 -12 -13 13 17 15 16 -18 21 20 -21 -22 -23
leaf_value=0.017901973592511809 -0.014202901479742756 0.016867823053618274 -0.0040642905218516295 0.015776164619011702 -0.023741784485170329 -0.02626168889814014 0.012508275892298484 0.0070878239408963409 0.01819122587445356 0.0020199839385231771 0.0024971278712188805 0.026648837036896151 -0.025108721879176472 -0.00037565223686704348 -0.016955183753171451 0.01290042980088876 -0.0031729997563902336 -0.019283712964019716 0.0065698421655960865 -0.020358209327803471 -0.0070868060796143743 0.00095730381198223845
leaf_weight=63 74 71 627 49 47 54 86 169 71 101 126 50 49 1046 57 90 171 51 516 47 73 57
leaf_count=63 74 71 627 49 47 54 86 169 71 101 126 50 49 1046 57 90 171 51 516 47 73 57
internal_value=0 0.0018175 0.00105036 -0.000554705 0.000252113 -0.00180777 -0.000309658 -0.00169554 0.00513532 0.00227177 -0.00462664 0.0101807 -9.6507e-05 -0.000457462 -0.00430283 -0.00109431 0.00236643 0.000330488 0.00090397 -0.00123567 0.00487586 -0.00859338
internal_weight=0 1465 1394 2280 1331 936 882 796 395 324 173 151 2206 2157 367 318 261 1790 1682 1093 589 108
internal_count=3745 1465 1394 2280 1331 936 882 796 395 324 173 151 2206 2157 367 318 261 1790 1682 1093 589 108
is_linear=0
shrinkage=0.0995203


Tree=812
num_leaves=10
num_cat=0
split_feature=12 9 12 2 18 24 8 2 10
split_gain=0.409409 0.595049 0.50973 0.444355 1.03365 0.661358 0.647578 0.588954 0.901329
threshold=0.098385000000000028 -0.26414499999999996 -0.085239999999999996 -0.157135 -0.090254999999999988 0.084270000000000025 0.085560000000000011 -0.15197999999999998 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -6 -5 -9
right_child=-2 2 3 5 6 -7 -8 8 -10
leaf_value=-0.0095767325310428964 0.0090688395136340021 0.010443571833815146 -0.0072064538048783469 -0.010896540966257222 0.017362800464642947 -0.010409912381980779 0.0034220448699216477 0 0.013334518328202125
leaf_weight=62 51 48 51 48 58 61 77 3225 51
leaf_count=62 51 48 51 48 58 61 77 3225 51
internal_value=0 9.01839e-05 0.000256022 0.000118855 0.0048549 -0.00014114 0.00941747 4.70597e-05 0.000207656
internal_weight=0 3681 3619 3571 186 3385 135 3324 3276
internal_count=3732 3681 3619 3571 186 3385 135 3324 3276
is_linear=0
shrinkage=0.0995203


Tree=813
num_leaves=22
num_cat=0
split_feature=12 3 6 3 0 21 3 1 3 3 17 8 2 1 8 17 1 1 5 3 22
split_gain=0.331973 0.376506 0.885479 1.00627 1.08768 0.800732 0.691368 1.08356 2.39812 2.06424 1.6603 1.81403 1.63633 1.48353 0.98847 1.54584 0.819276 1.03583 1.38326 0.694861 0.689631
threshold=0.098385000000000028 0.096595000000000028 0.11642500000000001 0.095630000000000021 -0.23058999999999999 -0.086690000000000003 0.10684000000000003 0.0022300000000000006 0.10502000000000002 0.10057000000000002 0.026115000000000006 -0.010374999999999999 -0.075429999999999983 -0.078954999999999984 1.0000000180025095e-35 -0.22965499999999997 0.51334500000000016 0.42491000000000007 -0.47386999999999996 0.11492500000000001 0.083165000000000017
decision_type=2 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 8 9 13 11 -9 -11 -3 16 19 17 18 -8 -16 -7
right_child=-2 6 -4 -5 5 20 14 10 -10 12 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.014217843587851069 0.0081663066644849219 0.019210273306600301 0.0099851767994806207 -0.014899336644537974 -0.010854834968727399 -0.0011874056490723895 -0.0091330072697823044 -0.0079730872431040892 0.021203902056232387 -0.027933033869128578 0.023645401798270158 0.018197728532154414 -0.0023718736648117638 -0.0023459050122763112 -0.007809365428357566 -0.016449099829766587 -0.0095880204704430153 0.014390503899525491 0.0034054072203951132 0.0067197163518950753 0.0063080541264939182
leaf_weight=47 51 46 74 51 80 1871 105 61 48 46 63 46 54 101 56 86 60 66 512 78 130
leaf_count=47 51 46 74 51 80 1871 105 61 48 46 63 46 54 101 56 86 60 66 512 78 130
internal_value=0 8.11925e-05 -0.000719876 -0.0010838 -0.000752311 -0.00109081 0.00134564 0.004497 0.000847071 -0.0031056 0.0108259 0.00327027 -0.0141382 0.004394 -0.000175198 -0.0060355 0.00155892 0.00253935 0.00127031 0.000641752 -0.000700035
internal_weight=0 3681 2253 2179 2128 2081 1428 465 295 247 170 107 100 147 963 220 743 683 617 134 2001
internal_count=3732 3681 2253 2179 2128 2081 1428 465 295 247 170 107 100 147 963 220 743 683 617 134 2001
is_linear=0
shrinkage=0.0995203


Tree=814
num_leaves=10
num_cat=0
split_feature=2 7 4 13 21 21 21 18 9
split_gain=0.335831 0.709151 2.52339 0.684616 0.642574 0.541029 0.993136 0.598351 0.44964
threshold=-0.23128999999999997 0.083780000000000021 0.087965000000000029 0.083560000000000023 -0.096850000000000006 -0.085914999999999991 -0.084574999999999997 0.24916000000000005 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 3 -3 4 -2 -6 -7 -8 -1
right_child=1 2 -4 -5 5 6 7 -9 -10
leaf_value=0.011102731279805291 -0.0087025774189230833 -0.024571633847611758 0.0076893509344659475 0.01095972232976121 0.008154130320328197 -0.014297081596813765 0.00049481202694153631 -0.0079659871983092882 -0.0015954512707713421
leaf_weight=63 81 48 48 58 84 47 3169 85 49
leaf_count=63 81 48 48 58 84 47 3169 85 49
internal_value=0 6.49726e-06 -0.00843262 0.000236626 5.69496e-05 0.000266799 6.58435e-05 0.00027355 0.00553997
internal_weight=0 3620 96 3524 3466 3385 3301 3254 112
internal_count=3732 3620 96 3524 3466 3385 3301 3254 112
is_linear=0
shrinkage=0.0995203


Tree=815
num_leaves=33
num_cat=0
split_feature=9 6 2 8 6 26 3 26 26 6 21 3 21 8 1 1 6 21 21 26 3 3 3 6 26 6 2 3 26 1 21 8
split_gain=0.318102 1.29123 1.24452 1.4278 1.18764 2.07608 1.42039 0.818595 0.90801 0.722999 0.701592 1.89027 1.97327 2.07937 1.23814 1.13675 1.69307 2.27622 3.62333 1.40189 1.26314 2.69105 1.15329 0.772971 0.673654 0.648599 0.608433 0.533321 0.531959 0.707178 0.408589 1.44955
threshold=0.091885000000000022 -0.07990499999999999 -0.078994999999999996 -0.013304999999999999 -0.034094999999999993 0.093175000000000022 0.090765000000000026 0.11215000000000001 0.11724000000000002 -0.091704999999999995 0.095695000000000016 0.088805000000000023 0.11280000000000003 -0.0083949999999999979 -0.54365999999999992 0.05340000000000001 -0.25061999999999995 -0.078089999999999993 1.0000000180025095e-35 0.11023000000000002 0.11387500000000002 0.10502000000000002 0.14058000000000004 -0.47511999999999999 0.097505000000000022 -0.10032499999999998 -0.055654999999999996 0.10502000000000002 0.10144500000000002 -0.061135000000000002 0.14680000000000004 -0.041669999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 5 -3 -6 28 -9 26 14 -12 13 25 -1 19 22 -18 -19 20 21 -16 23 -17 -7 -13 -4 -10 29 -8 31 -14
right_child=1 4 9 -5 6 24 7 8 27 -11 11 12 30 -15 15 16 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.015900662117741507 0.026698679067139949 -0.01821217911845821 -0.0091881354996758598 0.0055701044161920498 0.018443032386951181 0.0096431198406673937 0.0046660186350567486 -0.016613669438119968 -0.0056697650511921471 0.011870797715914197 0.008877807704306637 0.00044571597608243088 -0.0068234031443145946 -0.03380418813599087 -0.0018501922329927708 -0.0057322287751238217 -0.0028943559068274286 0.037299612247030815 0.0032206700476216017 0.016008858051412118 -0.014991729390125027 0.018957439679708133 -0.012683194727645912 0.011013784548899203 -0.0049527404607477435 -0.015618819577410212 0.005669416447900295 0.0072303759010417584 0.013120820503565056 -0.0054447257555090495 -0.0075052677217203644 0.015368559890651818
leaf_weight=49 55 91 65 75 47 56 233 49 84 46 86 46 68 46 1612 47 71 59 65 46 67 64 65 65 71 54 47 51 46 97 58 51
leaf_count=49 55 91 65 75 47 56 233 49 84 46 86 46 68 46 1612 47 71 59 65 46 67 64 65 65 71 54 47 51 46 97 58 51
internal_value=0 0.00156516 0.00730248 0.0145154 -0.000436698 -0.00673825 0.00182511 0.000428932 -0.00500859 0.0013626 -0.000443161 -0.00422962 -0.00772206 -0.016287 0.000257221 -9.71107e-05 0.004908 0.0113052 0.0194423 -0.00113832 -0.00159132 -0.00105514 -0.00213518 0.00397913 0.00147678 -0.00822095 -0.00294596 -0.000790314 0.00309203 0.00169159 -0.000652544 0.00268056
internal_weight=0 1113 288 130 825 218 607 560 184 158 2619 409 323 146 2210 2161 372 195 124 1789 1743 1676 177 112 127 100 112 135 376 330 177 119
internal_count=3732 1113 288 130 825 218 607 560 184 158 2619 409 323 146 2210 2161 372 195 124 1789 1743 1676 177 112 127 100 112 135 376 330 177 119
is_linear=0
shrinkage=0.0995203


Tree=816
num_leaves=13
num_cat=0
split_feature=19 27 10 20 6 9 20 5 18 9 20 19
split_gain=0.509972 0.53942 0.572135 0.557716 1.51859 1.53418 0.680161 1.96692 0.623997 1.05128 0.559682 0.550472
threshold=-0.112555 -0.086859999999999993 0.09407500000000002 0.097980000000000025 -0.217 0.091200000000000017 0.0074100000000000017 -0.093384999999999982 0.18126000000000006 0.089435000000000028 0.15091500000000005 0.12170000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 10 8 -8 11 -10 -6 -3
right_child=1 2 -4 4 5 -7 7 -9 9 -11 -12 -13
leaf_value=0.0086438875493661232 -0.0087973590419789371 -0.00014839485253415112 -0.010286696366477791 0.019304095934754274 0.00023631913158716168 0.013945309822579936 0.0055906536502507743 -0.021518071617595329 0.017954358177207214 -0.00092950486565411138 -0.014565262414105518 -0.0078813994962104051
leaf_weight=63 74 3042 55 54 50 51 52 54 50 70 51 94
leaf_count=63 74 3042 55 54 50 51 52 54 50 70 51 94
internal_value=0 -0.000385678 -0.000213642 -5.81388e-05 0.00496815 -0.000119503 -0.000366358 -0.00821173 -0.000110699 0.00693195 -0.00722964 -0.000380449
internal_weight=0 3697 3623 3568 206 152 3362 106 3256 120 101 3136
internal_count=3760 3697 3623 3568 206 152 3362 106 3256 120 101 3136
is_linear=0
shrinkage=0.0995203


Tree=817
num_leaves=16
num_cat=0
split_feature=2 4 17 17 2 20 20 21 20 17 38 21 5 3 3
split_gain=0.448934 2.83193 1.60209 1.28406 0.658924 0.449838 1.08291 0.938559 2.25006 0.875956 0.611495 0.569546 0.473268 0.330319 0.266181
threshold=-0.15327499999999997 0.078635000000000024 -0.008069999999999999 -0.43873000000000001 -0.14531999999999998 0.085920000000000024 0.0074100000000000017 -0.085574999999999998 -0.074329999999999993 -0.55157999999999996 -0.076799999999999993 0.087570000000000023 -0.088935 0.092835000000000015 0.096035000000000023
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 8 13 -9 -11 -7 -13 -6 -14
right_child=4 2 -4 -5 5 11 -8 9 -10 10 -12 12 14 -15 -16
leaf_value=-0.026567941985212732 0.011189707034293072 -0.0002929480756195742 -0.011990084019246885 0.020471372962343134 -0.005432972858722105 0.011782562070231557 -0.015581090378309646 -0.013414733644831742 0.023774509221939154 0.0083675307099546365 -0.00061918264142403273 -0.0047356500618910124 -0.0005475808383885851 0.0052287890780137345 0.0091474921026907016
leaf_weight=46 52 79 63 47 66 67 46 52 54 77 2864 80 47 51 69
leaf_count=46 52 79 63 47 66 67 46 52 54 77 2864 80 47 51 69
internal_value=0 -0.00442259 0.00096296 0.00744598 6.96873e-05 -9.65732e-05 -0.000421003 -0.000200338 0.00697027 -0.000610293 -0.000383618 0.00386008 0.00114771 -0.000778541 0.00521226
internal_weight=0 235 189 126 3525 3473 3210 3164 171 2993 2941 263 196 117 116
internal_count=3760 235 189 126 3525 3473 3210 3164 171 2993 2941 263 196 117 116
is_linear=0
shrinkage=0.0995203


Tree=818
num_leaves=9
num_cat=0
split_feature=19 19 25 10 10 2 2 2
split_gain=0.417456 0.545877 0.571046 0.773204 0.719117 0.754502 1.69183 0.647716
threshold=0.14071500000000006 0.13120500000000004 0.083740000000000023 0.09501500000000003 0.08821500000000003 -0.15012499999999998 -0.157135 -0.122295
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9
leaf_value=-0.00091664309072572031 0.0091299709906381057 -0.0085458630699751462 0.0094163730318909573 -0.012341300231650009 0.011981339082059507 0.0096009224697445866 -0.02302324000684159 -0.00014390627806489979
leaf_weight=135 47 78 61 52 48 69 46 3224
leaf_count=135 47 78 61 52 48 69 46 3224
internal_value=0 -0.000308092 -0.000131101 -0.000294283 -0.000116185 -0.000283571 -0.00653942 6.00339e-05
internal_weight=0 3713 3635 3574 3522 3474 181 3293
internal_count=3760 3713 3635 3574 3522 3474 181 3293
is_linear=0
shrinkage=0.0995203


Tree=819
num_leaves=12
num_cat=0
split_feature=19 27 2 4 17 17 2 21 6 21 20
split_gain=0.407908 0.438753 0.443406 1.90792 1.3696 0.791321 0.709812 0.637017 0.84734 0.775095 0.562034
threshold=-0.112555 -0.086859999999999993 -0.15327499999999997 0.078940000000000024 -0.008069999999999999 -0.54892999999999992 -0.14531999999999998 -0.089954999999999993 -0.0087049999999999992 -0.08564999999999999 0.085920000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -4 8 -8 -9 -11
right_child=1 2 6 4 -6 -7 7 9 -10 10 -12
leaf_value=0.0077691058814422509 -0.0078927841716162159 -0.02226443733627451 0.011783503799510637 -0.00049676257262591249 -0.011931702853984261 0.016036570130074843 -0.0017654391777339351 -0.013130581490672427 0.015406212064369552 -0.00050205041100794955 0.0044404672719200707
leaf_weight=63 74 47 51 67 60 50 54 46 60 2941 247
leaf_count=63 74 47 51 67 60 50 54 46 60 2941 247
internal_value=0 -0.000306528 -0.000151352 -0.0044402 0.00028817 0.00656177 0.00013105 -4.62074e-05 0.00726509 -0.000304187 -0.000118857
internal_weight=0 3697 3623 224 177 117 3399 3348 114 3234 3188
internal_count=3760 3697 3623 224 177 117 3399 3348 114 3234 3188
is_linear=0
shrinkage=0.0995203


Tree=820
num_leaves=29
num_cat=0
split_feature=9 2 0 17 21 18 17 21 0 18 2 3 4 9 3 21 8 10 8 9 8 8 3 0 20 17 3 17
split_gain=0.408167 1.4029 1.4432 1.34826 1.80673 3.02913 2.97204 1.54027 1.62942 1.37077 1.10731 0.996767 0.804059 2.80554 2.24221 1.89253 1.79527 1.84133 1.49963 0.935409 2.23872 0.764256 0.667749 1.19251 0.899821 0.857957 2.48194 1.0021
threshold=0.079525000000000026 -0.063234999999999986 0.099665000000000017 -0.067015000000000005 0.10198500000000002 0.087505000000000013 0.011640000000000003 0.11412000000000001 -0.13752999999999999 0.10189500000000003 0.092170000000000016 0.093715000000000021 0.077430000000000013 0.091750000000000012 0.089895000000000017 0.086410000000000028 0.093085000000000015 0.086165000000000019 -0.13559999999999997 0.083925000000000013 -0.085499999999999993 -0.087635000000000005 0.10684000000000003 -0.077314999999999981 -0.07825 -0.11045499999999998 0.094285000000000022 -0.089699999999999988
decision_type=2 2 2 2 2 2 2 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 -5 8 10 -6 -3 -10 18 14 -14 16 -15 -18 -2 20 21 -20 25 -24 -25 26 -21 -27
right_child=12 2 -4 4 9 -7 -8 -9 11 -11 -12 -13 13 15 -16 -17 17 -19 19 22 -22 -23 23 24 -26 27 -28 -29
leaf_value=0.014722377726513988 0.017601492420236255 -0.0069940867089355934 -0.015625762126052344 0.01067552671433987 0.0023087971625756895 0.031062863037948814 -0.0093587942652242073 0.011488765080953089 0.0068800994585833507 -0.019007450426054288 -0.028123692805233125 -0.0081876593364086491 -0.0045712130273495664 -0.016761718229851865 -0.035334679985850097 0.018499590644492803 0.018422629336245732 -0.0071102101694654639 -0.0071824782427892964 0.0011659195813576205 -0.026402339093918665 0.0086500812319657179 -0.017263517905854349 -0.010048237093015734 0.00199509580781991 -0.010519967806179992 0.02333731108917287 0.00042219154991972953
leaf_weight=74 46 53 52 243 79 49 105 56 85 48 46 89 47 69 47 46 48 67 74 259 46 51 56 86 215 88 62 1428
leaf_count=74 46 53 52 243 79 49 105 56 85 48 46 89 47 69 47 46 48 67 74 259 46 51 56 86 215 88 62 1428
internal_value=0 0.00154729 0.000469083 0.00145121 0.00458702 0.0078931 0.00462834 -0.00354073 -0.0066267 -0.0057413 -0.0168202 -0.000822268 -0.000820616 -0.00547553 -0.0199617 0.000441334 -0.00406879 0.00353986 -0.000194729 -0.000541218 -0.00763075 -0.000716244 1.09656e-05 -0.00392706 -0.00144314 0.000776722 0.0054508 -0.000212434
internal_weight=0 979 905 853 524 397 348 329 273 127 99 174 2735 324 94 230 184 115 2411 2365 171 125 2194 357 301 1837 321 1516
internal_count=3714 979 905 853 524 397 348 329 273 127 99 174 2735 324 94 230 184 115 2411 2365 171 125 2194 357 301 1837 321 1516
is_linear=0
shrinkage=0.0995203


Tree=821
num_leaves=12
num_cat=0
split_feature=35 4 26 26 8 26 3 20 18 21 22
split_gain=0.37623 0.505948 0.626059 1.03981 0.919435 1.21266 1.55142 1.56446 0.884053 1.07757 0.650131
threshold=0.004000000000000001 0.15615500000000004 0.10393000000000002 0.10089500000000003 -0.13559999999999997 0.11023000000000002 0.090595000000000023 -0.064180000000000001 0.24916000000000005 0.15544000000000005 0.11738500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -4 -6 -7 -8 9 10 -1
right_child=-2 -3 4 -5 5 6 7 -9 -10 -11 -12
leaf_value=0.00029323144439531555 -0.0089305386588730308 0.01019701322491705 -0.016016943133564554 0.014416551086561254 -0.01444789151536391 0.015298430683501438 0.013408572034315469 -0.0056286516055374164 -0.011772475050544424 0.014531067324517224 -0.010088182678483054
leaf_weight=2904 48 47 52 51 66 57 51 264 61 52 61
leaf_count=2904 48 47 52 51 66 57 51 264 61 52 61
internal_value=0 -6.18541e-05 -0.000195313 0.000322437 -0.00350318 -0.00201566 0.000187862 -0.00254383 8.86421e-05 0.000328731 7.93747e-05
internal_weight=0 3666 3619 3129 490 438 372 315 3078 3017 2965
internal_count=3714 3666 3619 3129 490 438 372 315 3078 3017 2965
is_linear=0
shrinkage=0.0995203


Tree=822
num_leaves=29
num_cat=0
split_feature=9 2 17 11 4 5 1 5 20 4 2 26 2 1 30 18 4 17 9 2 18 18 18 18 17 1 1 26
split_gain=0.337171 1.14129 1.03595 1.34641 1.13167 2.45107 1.41126 4.0875 1.41055 0.638956 2.64049 1.09874 1.66911 0.941883 0.611473 0.611198 1.46223 2.47257 0.461329 1.82488 1.44352 0.570744 0.910295 0.826693 0.947438 0.71101 0.702472 0.623203
threshold=0.079525000000000026 -0.063234999999999986 -0.067015000000000005 -0.086319999999999994 0.094995000000000024 -0.034484999999999995 0.00039500000000000011 -0.14653999999999998 -0.075334999999999999 0.077430000000000013 -0.13535499999999998 0.086580000000000032 -0.16295499999999999 -0.44477499999999998 0.10284500000000002 -0.16980499999999998 0.088720000000000021 -0.15802999999999998 0.083925000000000013 -0.085759999999999989 -0.025879999999999997 -0.10726999999999999 -0.093649999999999997 -0.091229999999999992 -0.07107999999999999 0.060860000000000011 -0.041999999999999996 0.094025000000000011
decision_type=2 2 2 2 2 2 2 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 8 -6 14 -4 18 11 12 13 -11 -8 -5 -17 -18 19 20 -2 25 -23 -24 -25 26 -20 -28
right_child=9 2 4 15 6 -7 7 -9 -10 10 -12 -13 -14 -15 -16 16 17 -19 21 -21 -22 22 23 24 -26 -27 27 -29
leaf_value=0.013308926609607238 -0.010609388457719639 0.011920332462241244 0.012992912451615124 0.0027365288037871274 0.011514468018902834 0.02876112436200488 0.0045891581635316651 -0.03020447344005622 -0.0098665893397533386 0.0047757681417396206 -0.019589279902425805 -0.011422867935537531 0.01814874068120826 -0.013283605927924123 -0.0067772356582887824 -0.018478468856898661 -0.021580078175690291 0.0057634113152730711 0.0013174786245066276 -0.021870626838362699 0.010322052545667756 0.010555127140052238 -0.012722345805672232 0.0047365502765062675 -0.00059346163616040418 0.0063386308704731107 -0.017200038619010337 -0.0030012624930731745
leaf_weight=74 59 47 55 61 87 49 202 46 52 73 88 57 59 47 61 90 47 108 65 47 73 90 47 430 1424 49 75 52
leaf_count=74 59 47 55 61 87 49 202 46 52 73 88 57 59 47 61 90 47 108 65 47 73 90 47 430 1424 49 75 52
internal_value=0 0.00142553 0.000452949 -0.00375654 0.00314637 0.0103259 0.00031599 -0.00283433 0.00187597 -0.000726606 -0.00487618 0.000606589 0.00444177 -0.00229067 0.00194973 -0.0061671 -0.00838726 -0.00252256 -0.00016863 -0.00502997 0.000960131 0.000220869 0.000774897 0.000311436 0.000642292 -0.00435279 -0.00708559 -0.0113928
internal_weight=0 979 905 353 552 156 396 309 107 2735 324 236 179 120 263 306 245 155 2411 179 132 2232 1991 1901 1854 241 192 127
internal_count=3714 979 905 353 552 156 396 309 107 2735 324 236 179 120 263 306 245 155 2411 179 132 2232 1991 1901 1854 241 192 127
is_linear=0
shrinkage=0.0995203


Tree=823
num_leaves=19
num_cat=0
split_feature=26 3 3 20 20 20 8 2 2 0 7 0 0 2 27 20 19 9
split_gain=0.311301 0.9398 1.01915 0.869518 4.25914 1.16037 2.3133 0.70967 0.617286 1.19289 3.46354 0.760721 1.19851 1.01148 0.702674 0.810025 1.24425 0.355314
threshold=0.088325000000000028 0.084290000000000018 0.085730000000000015 -0.084084999999999993 -0.079864999999999992 -0.066619999999999999 -0.073644999999999988 -0.14091999999999996 -0.15327499999999997 0.048750000000000009 0.020750000000000005 0.099665000000000017 -0.014889999999999999 0.10003000000000002 -0.01137 0.15796500000000005 0.11183000000000003 0.09550500000000002
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 -6 -7 9 10 -1 12 14 -14 -10 16 -16 -11
right_child=1 2 3 4 5 7 -8 -9 11 17 -12 -13 13 -15 15 -17 -18 -19
leaf_value=-0.032283176431213603 -0.012808833321931515 0.013825424648779895 0.0098822132018168279 -0.026438357485806054 -0.0028411227582991567 0.010022118076111058 0.020089868834902224 -0.0023794498618556754 0.010175991812681837 0.0092395511982996652 0.0063244409847246922 -0.0092220855229643867 0.0034219467603352391 0.020453464459821595 7.4840001335100259e-06 -0.012018595629064002 0.010712794936934835 -0.0031212004178036083
leaf_weight=46 67 46 66 66 102 48 76 946 75 46 46 69 88 57 1658 51 115 46
leaf_count=46 67 46 66 66 102 48 76 946 75 46 46 69 88 57 1658 51 115 46
internal_value=0 -0.00130344 -0.000731822 -0.00124597 -0.0018399 -0.000453961 0.00694504 -0.00177976 0.000572166 -0.00495565 -0.0129705 0.00105392 0.00140121 0.0101227 0.000734834 0.00034618 0.000702312 0.00305028
internal_weight=0 1417 1350 1304 1238 1172 178 994 2297 184 92 2113 2044 145 1899 1824 1773 92
internal_count=3714 1417 1350 1304 1238 1172 178 994 2297 184 92 2113 2044 145 1899 1824 1773 92
is_linear=0
shrinkage=0.0995203


Tree=824
num_leaves=26
num_cat=0
split_feature=2 2 9 9 3 9 20 18 26 18 1 2 3 17 0 17 29 6 0 30 3 21 8 6 26
split_gain=0.421242 1.15496 1.50489 1.03372 1.00687 1.67736 1.07523 2.17914 2.35051 1.39354 0.988392 0.868326 0.689916 2.07696 2.34007 1.01122 1.06284 0.697285 1.32963 2.8171 1.11951 2.35617 0.818687 2.15496 0.824725
threshold=-0.087245000000000003 -0.086050000000000001 0.084565000000000015 0.10407500000000001 0.11816500000000002 0.08073000000000001 -0.083824999999999997 -0.0010249999999999999 1.0000000180025095e-35 -0.046804999999999992 -0.0076199999999999992 -0.10018999999999999 0.084380000000000024 -0.0082649999999999998 -0.073219999999999993 0.056905000000000011 -1.0000000180025095e-35 -0.25061999999999995 -0.13056499999999996 0.086750000000000022 0.14530500000000005 0.09266000000000002 1.0000000180025095e-35 -0.050699999999999995 -0.0016799999999999999
decision_type=2 2 2 2 2 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 10 9 -9 -8 11 -7 13 14 -3 16 -15 18 -14 -20 22 -22 24 -24 -19
right_child=1 12 -4 -5 -6 6 7 8 -10 -11 -12 -13 17 15 -16 -17 -18 20 19 -21 21 -23 23 -25 -26
leaf_value=0.013416290646949391 0.019645874906456699 -0.026506057105509444 0.00028484560805815487 0.0081227458949719861 -0.017387181336295285 0.0077851244411861198 -0.0059837297761136908 -0.0040160704564615179 -0.031008075535587272 0.0094601801143294282 0.014343414628072509 -0.009756066270075801 0.0059244395868201368 -0.00053768191403315985 -0.00019074144348843317 -0.0080243939836259996 0.020179405659360553 0.0075623395890799935 -0.030682039798229803 0.0035972538280675845 0.028297304557591905 -2.4349093574532254e-05 0.0040244102293926784 -0.021299241938409853 0.00058658047030496323
leaf_weight=62 72 67 89 91 46 49 209 65 63 80 52 65 60 50 67 48 48 184 46 49 46 79 78 58 1919
leaf_count=62 72 67 89 91 46 49 209 65 63 80 52 65 60 50 67 48 48 184 46 49 46 79 78 58 1919
internal_value=0 0.00075146 0.00894828 -0.00184548 -0.00315941 -0.00214345 -0.00379958 -0.00649678 -0.0173076 -0.00170577 0.00297099 -0.00220925 0.000279681 -0.00440631 -0.0133545 0.00380082 0.00960111 0.000800879 -0.00566455 -0.0129925 0.00122514 0.0103915 0.000713035 -0.00676937 0.00119731
internal_weight=0 2960 161 782 691 645 583 417 128 289 166 114 2799 280 134 146 98 2519 155 95 2364 125 2239 136 2103
internal_count=3742 2960 161 782 691 645 583 417 128 289 166 114 2799 280 134 146 98 2519 155 95 2364 125 2239 136 2103
is_linear=0
shrinkage=0.0995203


Tree=825
num_leaves=21
num_cat=0
split_feature=2 2 9 9 26 19 5 27 18 18 18 2 2 2 2 26 18 2 8 26
split_gain=0.34155 0.936629 1.26412 0.838233 1.04404 1.01779 0.855804 1.73658 1.54362 3.29373 1.39178 0.544794 0.474526 1.85919 1.13209 1.12374 1.14828 0.778281 1.06233 0.537324
threshold=-0.087245000000000003 -0.086050000000000001 0.08486500000000001 0.10407500000000001 0.10089500000000003 0.10671000000000001 -0.016815 0.076195000000000027 -0.091594999999999996 -0.097059999999999994 -0.0010249999999999999 -0.085599999999999996 -0.082294999999999993 -0.082025000000000001 -0.082644999999999982 0.084165000000000031 -0.022504999999999997 -0.081344999999999987 -0.08569499999999998 -0.093999999999999986
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 7 -1 9 -8 -10 -3 14 -14 15 -13 -17 18 -15 -19
right_child=1 11 -4 -5 -6 -7 8 -9 10 -11 -12 12 13 17 -16 16 -18 19 -20 -21
leaf_value=-0.018332197830020658 0.015793547788310963 -0.0090495707954172718 -0.001985939014715951 0.0073143683714400045 0.011309071837772846 -0.018005749850505244 6.3921664465749756e-05 0.0030138001014522985 0.0093134620207160554 -0.030098998576358851 -0.0076021479972437312 0.015165098988701812 -0.015637665416721441 -0.0015493377675992997 0.01504806733827369 -0.0083559433656982696 0.0037679768366697735 0.0064631988204257255 0.017835096993713533 -0.00042168773630557284
leaf_weight=88 91 61 70 91 48 47 151 66 178 47 66 50 74 54 70 125 203 119 58 1985
leaf_count=88 91 61 70 91 48 47 151 66 178 47 66 50 74 54 70 125 203 119 58 1985
internal_value=0 0.000676702 0.00805825 -0.00166171 -0.00284499 -0.00390286 -0.00278935 -0.0091786 -0.000561378 -0.00709183 0.00473457 0.000251818 0.000459343 -0.000119801 0.00342153 0.0012663 -0.000849924 0.000398025 0.00848172 -3.18967e-05
internal_weight=0 2960 161 782 691 643 596 154 442 198 244 2799 2738 2290 448 378 328 2216 112 2104
internal_count=3742 2960 161 782 691 643 596 154 442 198 244 2799 2738 2290 448 378 328 2216 112 2104
is_linear=0
shrinkage=0.0995203


Tree=826
num_leaves=12
num_cat=0
split_feature=11 0 6 27 9 9 6 9 27 3 21
split_gain=0.437562 2.4286 1.05494 2.08326 0.499574 0.501592 1.90642 0.505389 0.523288 0.392969 0.501001
threshold=-0.075149999999999981 0.0083400000000000019 -0.085064999999999988 0.087820000000000023 -0.26414499999999996 -0.090699999999999989 -0.09416999999999999 -0.063329999999999984 -0.086859999999999993 -1.0000000180025095e-35 -0.083784999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 -6 -7 -9 -10 -11
right_child=4 -3 -4 -5 5 7 -8 8 9 10 -12
leaf_value=0.023004076453094935 0.0098441527133507345 -0.023148620340916682 -0.008676959410156778 -0.0056079089297813058 0.003867523891517012 0.007977343132328148 -0.019248370658931035 -0.0098726603463584073 0.0093342856896718382 0.0050474888697881323 1.5179447496561281e-05
leaf_weight=48 55 51 60 53 88 88 59 49 49 210 2932
leaf_count=48 55 51 60 53 88 88 59 49 49 210 2932
internal_value=0 -0.00422189 0.00176846 0.00798177 0.000433053 0.000283865 -0.00540472 0.000535379 0.000332999 0.000489971 0.000351782
internal_weight=0 212 161 101 3530 3475 147 3328 3240 3191 3142
internal_count=3742 212 161 101 3530 3475 147 3328 3240 3191 3142
is_linear=0
shrinkage=0.0995203


Tree=827
num_leaves=12
num_cat=0
split_feature=11 20 8 4 23 27 8 17 17 5 26
split_gain=0.354882 0.890772 1.47326 0.459125 0.549817 0.408596 0.406965 0.459929 1.27868 1.14032 0.452636
threshold=-0.075149999999999981 -0.068114999999999995 -0.076704999999999995 0.14566000000000004 0.084760000000000016 -0.079769999999999994 0.11023500000000003 -0.10811499999999999 -0.088734999999999994 0.18340500000000004 -0.231015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 7 9 -9 -7 -8
right_child=3 2 -4 -5 -6 6 10 8 -10 -11 -12
leaf_value=0.005578295166709225 -0.0070414199873204825 -0.017498486382868886 0.002695062750329272 0.0090217487866904554 0.0099342823950794197 0.0073904406926842388 0.0011242567760973027 -0.0095634278780122092 0.0003358206567743527 -0.0003802792827723849 -0.011071186530857003
leaf_weight=68 78 78 66 60 57 299 56 137 2279 499 65
leaf_count=68 78 78 66 60 57 299 56 137 2279 499 65
internal_value=0 -0.00380211 -0.00823743 0.000390025 0.000240537 7.84033e-05 0.000245169 0.000458715 -0.000225181 0.00253028 -0.00542025
internal_weight=0 212 144 3530 3470 3413 3335 3214 2416 798 121
internal_count=3742 212 144 3530 3470 3413 3335 3214 2416 798 121
is_linear=0
shrinkage=0.0995203


Tree=828
num_leaves=10
num_cat=0
split_feature=12 9 6 3 2 6 4 7 9
split_gain=0.577659 1.66957 0.662057 0.779405 2.91596 0.643478 0.4517 0.619548 0.465086
threshold=-0.0088449999999999987 -0.082514999999999991 -0.48214499999999999 0.014805000000000004 -0.017704999999999995 -0.46637499999999998 0.13881500000000005 0.093110000000000012 -0.096659999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 7 8 -7
right_child=2 -3 3 5 -6 6 -8 -9 -10
leaf_value=0.019411254839441956 0.010268518057500972 -0.0054524289627933065 0.0050596820479211334 -0.011565640230148987 -0.026495105384206477 -0.0067021241507673954 -0.0075848068924837453 0.011213571107726673 0.00036379226875896489
leaf_weight=55 60 52 69 47 50 95 73 51 3194
leaf_count=55 60 52 69 47 50 95 73 51 3194
internal_value=0 0.00732032 -9.861e-05 -0.000272638 -0.00819176 -3.86807e-08 0.00015899 0.000328486 0.00015945
internal_weight=0 107 3639 3579 119 3460 3413 3340 3289
internal_count=3746 107 3639 3579 119 3460 3413 3340 3289
is_linear=0
shrinkage=0.0995203


Tree=829
num_leaves=9
num_cat=0
split_feature=7 7 10 13 23 8 6 2
split_gain=0.400481 0.455789 0.487228 0.415445 0.457237 0.374121 0.653529 0.59193
threshold=-0.230575 -0.009689999999999999 0.091080000000000022 1.0000000180025095e-35 -0.066414999999999988 -0.098504999999999995 -0.50196499999999988 -0.15012499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 -6
right_child=1 2 -4 -5 5 6 -8 -9
leaf_value=0.008531495370419858 -0.0098682066593591793 -0.0094371158219198163 -0.0082443441153280308 0.0079068663867057441 -0.0062174675170282283 0.011159707403624434 -0.00031175513160643505 0.0047530826011678122
leaf_weight=55 46 49 68 69 57 50 3019 333
leaf_count=55 46 49 68 69 57 50 3019 333
internal_value=0 -2.35815e-05 0.000100433 0.0002593 0.000108644 0.000244105 -0.000124596 0.00314759
internal_weight=0 3691 3645 3577 3508 3459 3069 390
internal_count=3746 3691 3645 3577 3508 3459 3069 390
is_linear=0
shrinkage=0.0995203


Tree=830
num_leaves=18
num_cat=0
split_feature=12 36 3 3 3 6 6 17 6 0 18 4 1 1 3 9 10
split_gain=0.439185 1.77171 0.539809 1.27304 0.394893 0.507676 1.18902 1.27318 0.79663 1.30356 0.770409 1.95233 0.876065 0.741409 0.621904 0.566327 0.63076
threshold=-0.0088449999999999987 0.088355000000000031 0.014805000000000004 -0.13947499999999999 0.082130000000000022 0.090845000000000023 0.096435000000000021 0.064745000000000011 0.10449000000000003 -0.082885 0.11835500000000003 0.08167000000000002 -0.01257 -0.087154999999999996 0.094185000000000033 -0.20504500000000001 0.077600000000000016
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 -4 10 7 13 14 -10 15 12 -12 -7 -8 -6 -17
right_child=2 -3 4 -5 5 6 8 -9 9 -11 11 -13 -14 -15 -16 16 -18
leaf_value=0.021126162916708203 0.00071203171857396207 -0.004733749389500024 0.0074380617894372588 -0.019709418597694123 -0.010928834967887458 0.0012721551480373355 -0.014558704641315817 -0.0065724041614924769 0.012377047817478544 -0.0012739480160724702 -0.011591884937765534 0.01927805164160417 0.0053657674209587787 0.015395204306446985 -0.0012154024584959005 -0.001306728025120091 0.0053143281201823477
leaf_weight=46 88 61 72 46 57 50 59 47 91 290 53 66 70 141 84 2273 152
leaf_count=46 88 61 72 46 57 50 59 47 91 290 53 66 70 141 84 2273 152
internal_value=0 0.00637595 -9.29242e-05 -0.00629221 0.000143848 -8.89459e-06 0.00225669 0.00809004 -0.00039124 0.00198438 -0.000655543 0.00546871 -0.00193453 0.0117024 -0.00672641 -0.00112222 -0.00089138
internal_weight=0 107 3639 134 3505 3433 762 238 524 381 2671 189 123 191 143 2482 2425
internal_count=3746 107 3639 134 3505 3433 762 238 524 381 2671 189 123 191 143 2482 2425
is_linear=0
shrinkage=0.0995203


Tree=831
num_leaves=11
num_cat=0
split_feature=9 5 6 36 29 27 9 9 21 6
split_gain=0.397073 0.80267 0.570342 0.55136 0.528154 1.08194 0.640729 0.717038 1.31517 0.685093
threshold=-0.22988499999999998 -0.25464999999999999 -0.50196499999999988 0.088220000000000021 0.0035350000000000004 -0.089394999999999988 -0.093949999999999992 -1.0000000180025095e-35 0.086925000000000016 -0.42102499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -6 -4 8 -8 -9
right_child=2 -3 3 -5 5 -7 7 9 -10 -11
leaf_value=-0.0027953438531857664 0.0093041509050615385 0.015489194452965566 -0.010139611487878022 -0.0098721972958460691 0.0055104867783578679 -0.013817647819523242 0.013866169035112152 -0.010762676733319565 -0.0021951740233929194 0.00015446897944319178
leaf_weight=47 63 48 59 58 46 76 104 58 98 3089
leaf_count=47 63 48 59 58 46 76 104 58 98 3089
internal_value=0 0.00643455 -8.25661e-05 -0.000247611 -8.92416e-05 -0.00652328 0.000140845 0.000322202 0.00606998 -4.64768e-05
internal_weight=0 95 3651 3588 3530 122 3408 3349 202 3147
internal_count=3746 95 3651 3588 3530 122 3408 3349 202 3147
is_linear=0
shrinkage=0.0995203


Tree=832
num_leaves=15
num_cat=0
split_feature=1 0 21 21 0 17 0 0 7 17 4 2 0 21
split_gain=1.26905 0.349376 1.76539 2.58265 3.94441 1.94933 1.75325 0.908405 1.13323 0.744379 0.7005 0.646621 0.783964 0.67833
threshold=0.62916000000000016 -0.142265 -0.0092899999999999996 0.086410000000000028 -0.17809 -0.072334999999999997 -0.15137999999999999 -0.13752999999999999 0.07988000000000002 0.0041300000000000009 0.14699000000000004 -0.0083149999999999995 -0.074264999999999984 -0.026109999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -6 -3 10 -7 11 13 -13 -9
right_child=-2 7 3 5 6 9 -8 8 -10 -11 -12 12 -14 -15
leaf_value=-0.010840957684405598 -0.016558923786366385 -0.012722309131071374 0.034387492408995572 0.011943513034100137 -0.0069204522017852869 -0.017990631594511537 0.016996707710400367 0.0046662292772889019 -0.01606630225119068 -0.0017263025204954634 0.011353406252902465 -0.011145639467681727 -0.0010301023384700549 -0.00054226861604837935
leaf_weight=83 49 62 60 54 71 65 53 275 46 49 50 119 210 2490
leaf_count=83 49 62 60 54 71 65 53 275 46 49 50 119 210 2490
internal_value=0 -0.000436239 0.00221209 0.00529226 0.0134387 -0.00362518 0.00329561 -0.000790741 -0.000558585 -0.011007 -0.000331431 -0.000520526 -0.0046914 -2.39483e-05
internal_weight=0 3687 435 352 184 168 124 3252 3190 114 3144 3094 329 2765
internal_count=3736 3687 435 352 184 168 124 3252 3190 114 3144 3094 329 2765
is_linear=0
shrinkage=0.0995203


Tree=833
num_leaves=11
num_cat=0
split_feature=3 3 3 3 5 17 3 5 1 3
split_gain=1.29204 0.674221 0.393298 0.382773 0.465595 0.840161 1.32929 0.709277 0.673857 0.445652
threshold=0.31589000000000006 0.17152000000000003 0.15108000000000005 0.14426500000000003 0.18340500000000004 -0.41426000000000002 0.092395000000000019 0.26245000000000007 -0.37983499999999998 0.13547000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 7 -7 -6 -1 -10
right_child=-2 -3 -4 -5 5 6 -8 -9 9 -11
leaf_value=0.0092500263480965201 -0.015866251317853505 0.011236026853560776 -0.0085070386503904461 0.0080122991134152343 -0.010878827148476163 0.0010311576179373541 -0.019426662267445879 0.00049833456504664686 -4.3455952442510572e-05 -0.0079207324569600633
leaf_weight=76 54 49 60 53 63 57 70 391 2790 73
leaf_count=76 54 49 60 53 63 57 70 391 2790 73
internal_value=0 -0.000359166 -0.000515781 -0.000381358 -0.000507972 -0.00308226 -0.0102384 -0.00107863 6.4962e-07 -0.000244595
internal_weight=0 3682 3633 3573 3520 581 127 454 2939 2863
internal_count=3736 3682 3633 3573 3520 581 127 454 2939 2863
is_linear=0
shrinkage=0.0995203


Tree=834
num_leaves=10
num_cat=0
split_feature=3 3 6 6 27 36 6 24 4
split_gain=1.04766 0.546707 0.354672 1.29236 0.676365 0.786445 0.660482 1.30842 0.654576
threshold=0.31589000000000006 0.17152000000000003 -0.42102499999999998 -0.23160999999999998 -0.079769999999999994 0.087940000000000018 -0.48214499999999999 -0.067319999999999991 0.10868000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 8 -1 -8 -6
right_child=-2 -3 3 4 5 -7 7 -9 -10
leaf_value=0.0020086854014642265 -0.014287238799752642 0.010117815087290016 0.012341688130426302 -0.010919823617608924 -0.00053370573363400596 -0.01312581082221384 0.0016741720347405323 -0.021096951870486477 0.0051475699804291774
leaf_weight=79 54 49 79 61 3052 47 48 52 215
leaf_count=79 54 49 79 61 3052 47 48 52 215
internal_value=0 -0.000323399 -0.000464451 -0.000240351 -0.000535106 -0.00034371 -0.00478413 -0.0101586 -0.000159573
internal_weight=0 3682 3633 3454 3375 3314 179 100 3267
internal_count=3736 3682 3633 3454 3375 3314 179 100 3267
is_linear=0
shrinkage=0.0995203


Tree=835
num_leaves=9
num_cat=0
split_feature=1 8 2 2 2 2 2 6
split_gain=0.936512 0.297828 0.780075 0.949128 0.847962 1.10174 0.724268 0.697987
threshold=0.62916000000000016 -0.42187000000000002 0.15165000000000003 0.12875500000000004 0.11392500000000001 0.10166000000000001 0.094050000000000022 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.010935285381965212 -0.014141433189134323 -0.00028021586920703431 -0.010722038074232717 0.012959560027023771 -0.011719500170088623 0.01248813607348644 -0.010513237998301119 -0.003180054602662023
leaf_weight=73 49 3222 72 53 65 66 70 66
leaf_count=73 49 3222 72 53 65 66 70 66
internal_value=0 -0.000291264 -0.000468512 -0.000255891 -0.000460751 -0.000242574 -0.000498056 0.00422715
internal_weight=0 3687 3548 3476 3423 3358 3292 139
internal_count=3736 3687 3548 3476 3423 3358 3292 139
is_linear=0
shrinkage=0.0995203


Tree=836
num_leaves=18
num_cat=0
split_feature=5 6 3 13 0 29 4 0 17 18 17 5 1 1 4 18 20
split_gain=0.334222 0.941014 1.79329 0.494846 0.596454 1.23979 1.88937 1.2017 0.882684 1.40837 0.992859 0.9255 2.7559 0.896887 0.901815 0.788327 0.601488
threshold=-0.52356999999999998 -0.13578499999999999 0.10525500000000003 1.0000000180025095e-35 0.042275000000000014 -1.0000000180025095e-35 0.085720000000000018 0.12512500000000001 -0.50029000000000001 -0.0065549999999999992 -0.54604999999999992 0.26473000000000008 0.007210000000000002 -0.16855499999999998 0.11474000000000002 -0.098315 -0.072834999999999997
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 -6 7 -7 9 10 -2 13 -13 -10 -15 -8 -14
right_child=3 2 -4 -5 5 6 15 -9 11 -11 -12 12 16 14 -16 -17 -18
leaf_value=0.0044881843425559377 -0.0056111544613072079 0.0030145341194942493 -0.022751129668342349 0.0089931313977269466 0.01020659364548541 -0.029345898750653222 0.0096924612070640129 -0.0079405179672407625 0.011695486238653239 0.019226031599169129 0.0094309780341865629 -0.028058063002930081 -0.005101330282949363 -0.00056396325778107286 0.0054454391783738945 -0.0058241673519951074 0.0086952268120030572
leaf_weight=72 90 52 55 61 48 46 55 60 67 61 84 46 81 2458 275 79 51
leaf_count=72 90 52 55 61 48 46 55 60 67 61 84 46 81 2458 275 79 51
internal_value=0 -0.00430039 -0.0102219 0.00010656 -4.80422e-05 -0.00438698 -0.00730911 -0.0172374 0.000340628 0.00621271 0.00164586 -0.000122476 -0.00708103 0.000319597 4.04155e-05 0.00053849 0.000222957
internal_weight=0 179 107 3562 3501 288 240 106 3213 235 174 2978 178 2800 2733 134 132
internal_count=3741 179 107 3562 3501 288 240 106 3213 235 174 2978 178 2800 2733 134 132
is_linear=0
shrinkage=0.0995203


Tree=837
num_leaves=15
num_cat=0
split_feature=25 20 0 4 4 19 8 18 18 5 19 18 20 2
split_gain=0.316165 0.352037 0.451229 1.22658 0.754197 0.422587 1.15653 1.03637 0.623329 1.10649 0.517601 1.39784 0.584345 0.415852
threshold=0.10729000000000002 0.14567000000000005 -0.19631499999999999 0.090595000000000023 0.10755500000000003 0.10781000000000003 -0.0077949999999999998 0.19545000000000004 -0.014319999999999999 -0.063819999999999988 0.077805000000000027 0.090285000000000018 -0.14797999999999997 -0.047824999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 8 10 -7 -10 12 -12 -4 -3
right_child=-2 13 5 4 -6 6 -8 -9 9 -11 11 -13 -14 -15
leaf_value=0.0037670763684542214 -0.0081186573285778538 -0.00082889701973506372 -0.0072764087726020473 -0.021158643481715193 -0.0034767504961171823 -0.0070717503482758568 -0.014375343680011048 0.012956621006698766 -0.0031389581931367547 0.016652732457316684 0.012302822639022161 -0.0054964228691972402 0.00011816712779649322 0.012001908931005102
leaf_weight=84 48 48 110 50 46 69 73 64 69 47 111 72 2798 52
leaf_count=84 48 48 110 50 46 69 73 64 69 47 111 72 2798 52
internal_value=0 1.0422e-05 -0.000151458 -0.00500794 -0.0126946 0.000104431 -0.00376775 0.000421338 0.000413527 0.00487304 0.000161527 0.00529537 -0.000161264 0.00583494
internal_weight=0 3693 3593 180 96 3413 258 3155 185 116 3091 183 2908 100
internal_count=3741 3693 3593 180 96 3413 258 3155 185 116 3091 183 2908 100
is_linear=0
shrinkage=0.0995203


Tree=838
num_leaves=20
num_cat=0
split_feature=3 8 3 9 26 0 0 6 6 3 0 3 4 0 9 0 18 26 18
split_gain=0.28896 2.14911 1.73859 1.63736 0.832641 0.656736 0.958141 0.648412 1.23245 0.664193 1.8675 0.79524 0.636119 0.564217 1.45749 1.38165 0.959018 0.901425 0.871894
threshold=0.087925000000000017 0.053925000000000008 0.088185000000000027 0.091555000000000011 -0.085165000000000005 -0.23177499999999998 -0.22163999999999998 -0.25061999999999995 -0.45687499999999998 0.089985000000000023 -0.090699999999999989 0.09049500000000002 0.12028000000000003 -0.083995 0.085665000000000033 -0.08269 0.086800000000000016 0.085570000000000021 0.090795000000000028
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 -1 -4 -7 8 12 10 -9 -11 -8 14 16 -15 -6 -17 -16
right_child=2 -3 5 -5 13 6 7 9 -10 11 -12 -13 -14 15 18 17 -18 -19 -20
leaf_value=0.0094789097472604972 0.016581231655998518 0.016524703504662674 -0.0089539751086495627 -0.019610689842727572 -0.0012533488379502539 0.014608029016019802 -0.0071895185452659875 -0.019807174550624414 -0.016571591527391946 0.010969165024742872 -4.0557979641518403e-05 0.00082784225124757219 0.0091033372408968541 -0.019843551446114618 0.015621294982830486 0.0019326098493751486 -0.013256605639625652 -0.0096811589873600432 0.00015679129937985046
leaf_weight=64 65 63 77 52 460 46 46 58 65 80 258 1804 49 56 76 166 77 110 69
leaf_count=64 65 63 77 52 460 46 46 58 65 80 258 1804 49 56 76 166 77 110 69
internal_value=0 -0.00136282 0.000513873 -0.00236082 -0.00152797 9.29311e-05 0.000382803 0.000105184 -0.0060113 0.000550392 -0.0036712 0.00125891 0.00120555 -0.00222349 -0.000584228 -0.00558842 -0.00297601 -0.0026931 0.00826797
internal_weight=0 1193 2548 1130 1078 2483 2406 2360 160 2200 316 1884 95 1014 682 332 537 276 145
internal_count=3741 1193 2548 1130 1078 2483 2406 2360 160 2200 316 1884 95 1014 682 332 537 276 145
is_linear=0
shrinkage=0.0995203


Tree=839
num_leaves=12
num_cat=0
split_feature=2 5 8 0 2 0 2 1 1 5 5
split_gain=0.283258 1.12055 0.964761 1.10047 0.568267 0.44093 0.634986 1.7201 2.25599 0.446106 0.625608
threshold=0.35004500000000011 -0.43873000000000001 -0.36115499999999995 -0.076154999999999987 0.13896000000000006 -0.25289499999999993 -0.0023849999999999995 -0.15528499999999998 0.0022300000000000006 -0.53313499999999991 -0.5087799999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 9 -8 -9 -7 -11
right_child=1 -3 4 -5 -6 6 7 8 -10 10 -12
leaf_value=0.019950099353760291 -0.016884469300178059 0.0025153730880018254 0.0086484906058034734 -0.001143935114285488 -0.010614431550299357 0.0082420053283233444 0.0076505416683026444 -0.021335397485100892 -0.0014687577694911076 -0.010837952969077998 0.00027905776046146521
leaf_weight=51 47 79 57 47 51 68 88 88 159 51 2955
leaf_count=51 47 79 57 47 51 68 88 88 159 51 2955
internal_value=0 -0.00471458 8.54872e-05 0.00982522 -0.000185675 -3.19857e-05 -0.000177367 -0.00429194 -0.00855007 0.000270767 9.01733e-05
internal_weight=0 126 3615 98 3517 3466 3409 335 247 3074 3006
internal_count=3741 126 3615 98 3517 3466 3409 335 247 3074 3006
is_linear=0
shrinkage=0.0995203


Tree=840
num_leaves=10
num_cat=0
split_feature=12 3 29 12 4 9 3 18 29
split_gain=0.528648 0.464341 1.0224 0.695143 0.506957 0.674031 0.433943 1.64857 0.354243
threshold=0.094205000000000025 -0.0043349999999999994 -0.078159999999999993 -0.035284999999999997 0.14903500000000006 -0.20504500000000001 0.084235000000000018 -0.018629999999999997 0.0050600000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 7 -7 -8
right_child=-2 3 -4 4 -6 6 8 -9 -10
leaf_value=-0.0016200124562327149 -0.0090320519501454529 -0.010607085702924911 0.017070160663048388 -0.011209930154733328 0.010552383190312818 -0.016752356876943812 0.00044462840733544687 0.0014381290956897229 0.0067127778492006599
leaf_weight=67 61 59 51 51 47 69 3072 173 92
leaf_count=67 61 59 51 51 47 69 3072 173 92
internal_value=0 0.000308838 0.00645101 0.000105191 0.000285797 0.000145979 0.000316258 -0.00374503 0.000627147
internal_weight=0 3681 118 3563 3504 3457 3406 242 3164
internal_count=3742 3681 118 3563 3504 3457 3406 242 3164
is_linear=0
shrinkage=0.0995203


Tree=841
num_leaves=11
num_cat=0
split_feature=0 12 36 3 2 18 21 8 8 3
split_gain=0.430376 0.529546 1.65344 0.578639 2.51721 0.433366 0.583321 0.519842 1.28995 1.0532
threshold=0.16362500000000005 -0.0088449999999999987 0.089290000000000022 0.014805000000000004 -0.01504 0.24916000000000005 0.15544000000000005 -0.084554999999999991 -0.085165000000000005 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 8 -5 -9
right_child=-2 3 -4 5 -6 -7 -8 9 -10 -11
leaf_value=0.020803607071541448 -0.0088495067620230055 0.0053165766024033095 -0.0044639332852433088 -0.00047403165977360535 -0.023090444449778841 -0.0065069961317496634 0.0098268635977318206 0.0099886913276838098 -0.013488383024317926 0.00067545012482050026
leaf_weight=48 52 74 55 1100 53 90 65 128 81 1996
leaf_count=48 52 74 55 1100 53 90 65 128 81 1996
internal_value=0 0.000267682 0.00730329 6.54272e-05 -0.00653188 0.000307819 0.00049006 0.000306184 -0.00136733 0.00123709
internal_weight=0 3690 103 3587 127 3460 3370 3305 1181 2124
internal_count=3742 3690 103 3587 127 3460 3370 3305 1181 2124
is_linear=0
shrinkage=0.0995203


Tree=842
num_leaves=13
num_cat=0
split_feature=11 20 3 0 20 20 5 1 0 2 8 9
split_gain=0.368279 0.369102 1.54131 1.86696 0.513384 0.565483 0.5478 0.771459 1.35251 0.700023 0.871221 0.690754
threshold=-0.40069499999999997 -0.15398499999999998 0.097255000000000022 -0.082224999999999993 -0.14091999999999996 -0.097769999999999996 -0.096354999999999996 0.078505000000000019 -0.225295 -0.081734999999999988 -0.088429999999999995 0.085850000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 -6 9 8 -8 10 -7 -11
right_child=1 4 3 -5 5 6 7 -9 -10 11 -12 -13
leaf_value=-0.0087226517898593616 0.017311992068874696 -0.0080083203022566843 0.011319986997145218 -0.016733413237802978 0.0088139791069480715 -7.972890552588467e-05 -0.014982608327546248 0.010685888190586286 -0.00054846893863277392 0.0033389001481860759 0.013299273890973127 -0.0037870424701815803
leaf_weight=46 61 77 46 48 74 85 66 58 2501 350 111 219
leaf_count=46 61 77 46 48 74 85 66 58 2501 350 111 219
internal_value=0 0.000237074 0.00499063 -0.00299645 2.87661e-05 0.000207656 1.95477e-05 -0.000663159 -0.000919904 0.00236324 0.00749298 0.000594787
internal_weight=0 3696 155 94 3541 3464 3390 2625 2567 765 196 569
internal_count=3742 3696 155 94 3541 3464 3390 2625 2567 765 196 569
is_linear=0
shrinkage=0.0995203


Tree=843
num_leaves=8
num_cat=0
split_feature=12 0 9 24 3 3 4
split_gain=0.412834 0.355297 0.634188 0.476671 0.445731 0.822183 0.611702
threshold=0.094205000000000025 0.16362500000000005 -0.22988499999999998 -0.065834999999999991 0.15778000000000003 0.14721500000000004 0.12631500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=0.0090734395385391985 -0.0080057095625173519 -0.0079184724582361237 -0.0084820534521764784 6.4915470345361818e-05 -0.0069744515980164849 0.013293561443719197 0.0077476497598528201
leaf_weight=81 61 52 62 3250 81 49 106
leaf_count=81 61 52 62 3250 81 49 106
internal_value=0 0.00024884 0.000366096 0.000167078 0.000321142 0.000494934 0.00030782
internal_weight=0 3681 3629 3548 3486 3405 3356
internal_count=3742 3681 3629 3548 3486 3405 3356
is_linear=0
shrinkage=0.0995203


Tree=844
num_leaves=11
num_cat=0
split_feature=12 12 20 6 20 1 3 5 4 4
split_gain=1.12159 0.398437 0.537343 1.58767 0.778821 0.608508 1.63324 1.09497 1.40447 1.0296
threshold=-0.027854999999999998 -0.0063699999999999998 -0.16109499999999999 0.18123500000000006 -0.14820999999999998 0.41291000000000005 0.014805000000000004 -0.53715999999999997 0.13364000000000004 0.13240000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 -7 -9 -8
right_child=1 2 4 -5 5 7 9 8 -10 -11
leaf_value=0.012473294482227731 -0.0090243601300907042 0.020768459583522809 -0.012668340327643211 -0.0015759017054602421 -0.016985850953881408 0.018135901546611637 0.00040422684245627205 -0.0060919492308402099 0.010675448242197755 -0.013211987771091208
leaf_weight=75 46 49 47 88 56 50 3081 107 92 56
leaf_count=75 46 49 47 88 56 50 3081 107 92 56
internal_value=0 0.000179038 0.00029602 0.00640991 5.57155e-05 0.000229699 -0.000139573 0.00496827 0.0016557 0.000160897
internal_weight=0 3672 3626 137 3489 3442 3193 249 199 3137
internal_count=3747 3672 3626 137 3489 3442 3193 249 199 3137
is_linear=0
shrinkage=0.0995203


Tree=845
num_leaves=13
num_cat=0
split_feature=3 9 7 4 6 4 18 3 21 3 21 9
split_gain=1.06633 0.875235 0.437148 0.622992 1.89336 1.02385 0.871189 0.730368 0.855744 0.596044 0.917312 0.629511
threshold=0.17152000000000003 -0.02614 0.093110000000000012 0.10662500000000001 1.0000000180025095e-35 0.10404000000000002 0.10085500000000001 -0.02172 1.0000000180025095e-35 0.14166500000000004 0.13042000000000004 0.10706000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 6 9 7 -5 -9 10 11 -1
right_child=1 -3 -4 4 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=-9.5047076989513411e-05 0.019638943007537841 0.0011832399546359185 0.0080066068814324438 0.0068961797077001664 -0.019161331153983694 0.013690613572911833 0.011142281360513623 -0.0016384354570427775 -0.013805117989312927 0.010492851110543374 -0.011564514990937509 0.0057177027157390139
leaf_weight=2709 51 51 68 66 65 57 52 233 76 55 66 198
leaf_count=2709 51 51 68 66 65 57 52 233 76 55 66 198
internal_value=0 0.0104191 0.000101893 -4.81491e-05 -0.00333716 0.000476122 -0.000926415 -0.00260212 -0.00463354 0.000227098 3.69079e-05 0.000300586
internal_weight=0 102 3645 3577 492 3085 427 375 309 3028 2973 2907
internal_count=3747 102 3645 3577 492 3085 427 375 309 3028 2973 2907
is_linear=0
shrinkage=0.0995203


Tree=846
num_leaves=16
num_cat=0
split_feature=3 9 20 2 20 3 21 17 3 2 0 26 26 30 9
split_gain=0.864791 0.709543 0.463888 0.997067 0.618736 0.36 0.907499 0.547092 0.750369 0.546703 0.493665 1.26518 1.08755 0.91307 0.761085
threshold=0.17152000000000003 -0.02614 -0.17097999999999999 -0.076954999999999996 -0.14946999999999996 0.10583000000000002 0.11280000000000003 -0.54441499999999998 0.10134000000000003 -0.075899999999999995 -0.077314999999999981 0.083400000000000016 -0.078844999999999985 0.086750000000000022 0.089105000000000018
decision_type=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 -8 11 12 -7 14 -12
right_child=1 -3 4 -5 5 10 9 8 -10 -11 13 -13 -14 -15 -16
leaf_value=0.016485968695087866 0.017684472715839592 0.0010654840679117012 -0.011330058509223499 -0.0023320900699917808 -0.0079547054206391427 -0.012286228012971747 0.0032493029113996787 7.8903187910258859e-05 0.0075330800866258438 0.017855276027815344 -0.008809294655785508 -0.01600293289079565 0.0024586863715057965 0.012695907581592503 0.00090466460923808772
leaf_weight=52 51 51 48 60 78 67 57 2307 142 46 102 76 190 52 368
leaf_count=52 51 51 48 60 78 67 57 2307 142 46 102 76 190 52 368
internal_value=0 0.00938301 9.1753e-05 0.00639756 -0.000107916 4.6415e-05 0.000623365 0.000249806 0.000511452 0.00978031 -0.00172734 -0.00472147 -0.00138213 0.000181142 -0.00120173
internal_weight=0 102 3645 112 3533 3485 2630 2527 2449 103 855 333 257 522 470
internal_count=3747 102 3645 112 3533 3485 2630 2527 2449 103 855 333 257 522 470
is_linear=0
shrinkage=0.0995203


Tree=847
num_leaves=11
num_cat=0
split_feature=12 11 27 21 9 21 17 2 6 2
split_gain=0.825514 0.365211 0.914981 0.5498 1.00122 0.63141 0.547327 0.489171 2.30804 0.958803
threshold=-0.027854999999999998 -0.084384999999999988 0.085600000000000023 -0.085914999999999991 0.086315000000000017 -0.084574999999999997 -0.5696199999999999 0.10674000000000002 -0.0088699999999999994 0.097745000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 -7 9 -9 -8
right_child=1 3 -4 5 -6 6 7 8 -10 -11
leaf_value=0.010646738404847979 -0.01337057942108136 0.013215332747895225 0.0036641981470002002 -0.011439854015210936 -0.0024677042936501448 0.010839771312815339 0.00017830530674136784 0.0027308691451904069 -0.014944636790746217 0.013685250573532872
leaf_weight=75 65 87 60 47 75 47 2922 201 115 53
leaf_count=75 65 87 60 47 75 47 2922 201 115 53
internal_value=0 9.93009e-05 -0.00518734 0.000285839 0.00594962 1.45384e-05 0.000176065 2.35237e-05 -0.00369908 0.000419209
internal_weight=0 3672 125 3547 162 3385 3338 3291 316 2975
internal_count=3747 3672 125 3547 162 3385 3338 3291 316 2975
is_linear=0
shrinkage=0.0995203


Tree=848
num_leaves=16
num_cat=0
split_feature=38 6 23 27 29 5 5 2 2 5 6 11 6 27 6
split_gain=0.343812 0.508394 1.2771 2.09048 0.481259 0.479779 0.886768 2.40425 1.48579 1.18497 0.62692 0.621056 0.680797 0.591375 0.409165
threshold=-0.076799999999999993 -0.42102499999999998 -1.0000000180025095e-35 0.090945000000000012 -0.083319999999999991 -0.52356999999999998 -0.19631499999999999 -0.0038150000000000002 -0.074084999999999998 -0.42676999999999993 -0.13578499999999999 -0.076244999999999993 -0.23044000000000001 0.085370000000000015 -0.040424999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 10 7 8 9 -7 -3 -8 -13 -14 -12
right_child=1 5 3 -5 -6 6 11 -9 -10 -11 14 12 13 -15 -16
leaf_value=-0.00095812924967185844 0.0042945453914131886 0.0031528613792659978 -0.027508849540415218 0.0020162897522304794 0.013132821649094928 -0.002213565232343959 -0.0097644656580741368 0.020330658460592611 -0.013125205230956038 0.017494473266042618 -0.016195966029069482 0.011068440364334155 9.5585650216231552e-05 -0.0067443420943209187 -0.0034960533841607807
leaf_weight=50 73 55 49 46 46 74 66 79 61 51 52 54 2821 131 49
leaf_count=50 73 55 49 46 46 74 66 79 61 51 52 54 2821 131 49
internal_value=0 -0.000247931 -0.00559551 -0.0132039 0.00578526 9.03277e-06 0.000261451 0.00578521 -0.000388296 0.00582077 -0.00538519 -0.000214779 -4.83315e-06 -0.000207671 -0.0100427
internal_weight=0 3661 168 95 96 3493 3337 265 186 125 156 3072 3006 2952 101
internal_count=3757 3661 168 95 96 3493 3337 265 186 125 156 3072 3006 2952 101
is_linear=0
shrinkage=0.0995203


Tree=849
num_leaves=14
num_cat=0
split_feature=19 27 22 19 0 8 6 0 4 21 0 0 2
split_gain=0.494282 0.327879 0.361245 1.35694 0.823928 0.623324 1.10315 0.544771 3.76952 0.496946 1.13195 0.637838 0.621526
threshold=-0.112555 -0.086859999999999993 0.082075000000000023 0.10901000000000002 -0.16423499999999999 -0.014194999999999999 -0.14765999999999999 -0.229625 0.089280000000000012 -0.085574999999999998 -0.088174999999999989 -0.16423499999999999 0.30629500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 -4 6 -6 8 -3 10 -9 -11 -13
right_child=1 2 3 -5 5 -7 -8 9 -10 11 -12 12 -14
leaf_value=0.0086563401632269305 -0.0067467028434132388 0.028298688242766365 -0.010786737416904623 -0.017527849817658328 -0.0015105054244884555 -0.0043538974482714892 0.017629630915206987 -0.0035470799904566987 -0.0093329667145997715 -0.010057190953309404 0.013761087364085234 -0.00039784901678794932 0.00663795163713849
leaf_weight=63 75 47 57 55 65 74 55 71 60 65 79 2861 130
leaf_count=63 75 47 57 55 65 74 55 71 60 65 79 2861 130
internal_value=0 -0.000233509 -9.83031e-05 -0.00337012 -0.000264558 0.00282279 0.00725524 0.000203646 0.00718918 -2.92409e-05 0.0055631 -0.000304002 -9.17731e-05
internal_weight=0 3694 3619 306 251 194 120 3313 107 3206 150 3056 2991
internal_count=3757 3694 3619 306 251 194 120 3313 107 3206 150 3056 2991
is_linear=0
shrinkage=0.0995203


Tree=850
num_leaves=14
num_cat=0
split_feature=19 4 6 22 9 6 2 2 4 9 10 10 20
split_gain=0.400805 0.294297 1.24266 1.09681 0.972189 1.60383 1.18583 1.08373 0.852036 0.700686 0.975841 0.791496 0.64677
threshold=-0.112555 0.11644500000000003 -0.242115 0.11738500000000003 1.0000000180025095e-35 -0.26746999999999993 -0.049174999999999996 0.31852000000000008 0.14450000000000005 -0.11273 0.08821500000000003 0.08235000000000002 -0.16295499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 -6 -7 -3 -4 11 12 -11
right_child=1 3 9 -5 6 7 -8 -9 -10 10 -12 -13 -14
leaf_value=0.007794859273365407 -0.013837672278676815 0.006183112771079604 -0.012052192384418063 -0.012166135517574138 0.0058182041582261175 0.0084255496984461022 -0.015703064157872062 0.027618652327680269 -0.010007195865882964 -0.0085780652734666514 0.012202493654687143 -0.010927272991081044 0.00017723421706979429
leaf_weight=63 68 82 49 46 55 80 47 46 53 86 63 68 2951
leaf_count=63 68 82 49 46 55 80 47 46 53 86 63 68 2951
internal_value=0 -0.000210358 -0.000523998 0.00230673 0.00414301 0.00736381 -0.00409044 0.0154391 -0.00016702 -0.000242322 -5.93986e-05 -0.000308454 -7.04238e-05
internal_weight=0 3694 3285 409 363 261 102 126 135 3217 3168 3105 3037
internal_count=3757 3694 3285 409 363 261 102 126 135 3217 3168 3105 3037
is_linear=0
shrinkage=0.0995203


Tree=851
num_leaves=17
num_cat=0
split_feature=19 36 12 12 0 8 8 0 18 9 1 8 26 0 0 26
split_gain=0.325 0.285184 0.835408 0.484945 0.365949 1.35417 1.93431 0.964229 1.71159 1.77522 1.00842 1.12124 0.919643 0.857594 1.63872 1.20652
threshold=-0.112555 0.084475000000000022 -0.0091799999999999989 0.087445000000000023 -0.085349999999999995 -0.090440000000000006 -0.094139999999999988 -0.086589999999999986 -0.013734999999999999 0.085765000000000022 0.42491000000000007 0.085560000000000011 0.056820000000000016 -0.084474999999999995 -0.083995 0.086685000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 6 12 10 -9 -10 11 -2 -6 15 -15 -7
right_child=1 2 -4 -5 5 13 -8 8 9 -11 -12 -13 -14 14 -16 -17
leaf_value=0.007019113255951559 -0.0011496841705005579 -0.0017332848344842069 0.014976755779674486 -0.008872323444453642 -0.010199483354470887 -0.021029944935002726 -0.026298818555110664 0.021737191896470859 -0.012346587803420319 0.014340329735922261 0.011835617715624778 0.012778049227624088 0.0055616781847336681 0.017895259898666496 -0.00022342088697613647 0.00030356963562917425
leaf_weight=63 1246 80 47 65 84 46 48 59 52 47 69 60 65 51 1614 61
leaf_count=63 1246 80 47 65 84 46 48 59 52 47 69 60 65 51 1614 61
internal_value=0 -0.000189423 0.0044443 -0.000354633 -0.000196303 -0.00109416 -0.00892179 0.000956375 0.00831942 0.000314691 0.000109698 -0.000509192 -0.00331832 -0.000223467 0.000331075 -0.0088602
internal_weight=0 3694 127 3567 3502 1969 197 1533 158 99 1375 1306 149 1772 1665 107
internal_count=3757 3694 127 3567 3502 1969 197 1533 158 99 1375 1306 149 1772 1665 107
is_linear=0
shrinkage=0.0995203


Tree=852
num_leaves=26
num_cat=0
split_feature=12 3 3 17 1 17 5 17 5 5 0 3 21 3 9 26 2 9 21 17 2 9 9 20 26
split_gain=0.570161 0.403167 1.14338 1.32587 1.29241 1.23348 1.5867 0.979044 0.947632 0.991746 0.787253 0.543966 1.5271 0.992998 1.68115 0.96433 0.788199 1.369 1.36277 1.18194 1.13609 0.367362 1.22876 0.802423 0.201259
threshold=-0.035284999999999997 0.087325000000000028 0.086535000000000015 0.11639500000000001 -0.013975 -0.0044799999999999987 0.12043500000000003 -0.15802999999999998 -0.018754999999999997 -0.088604999999999989 -0.082885 0.088745000000000032 0.08500000000000002 0.089985000000000023 0.08895500000000002 0.086095000000000019 -0.073194999999999996 0.082335000000000019 -0.078089999999999993 -0.15313499999999999 -0.077945 0.086635000000000031 0.087885000000000019 -0.081189999999999998 0.091765000000000027
decision_type=2 2 2 2 2 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 10 6 7 -2 9 -7 -4 12 21 14 15 -13 17 -15 -18 -20 -19 23 -23 -3 -16
right_child=1 11 4 -5 -6 8 -8 -9 -10 -11 -12 13 -14 16 24 -17 18 20 19 -21 -22 22 -24 -25 -26
leaf_value=-0.008734060125723685 -0.017548229445592804 0.004694199701589164 0.0061961980436057423 -0.012624787993164521 -0.022889000923673623 0.0081164487944273157 0.013306937754091631 -0.0022446091880358337 0.019359508440860203 -0.0080053401694261013 -0.012210156307023209 -0.0033401335441151092 0.016465030331931984 0.019193198824040844 0.0081776580608036477 -0.021965704641854229 -0.017810763127419083 1.2790515714982771e-05 -0.0075869196744277915 0.0012020746139797458 0.0077058428514854317 0.015662138473913515 -0.0037617979924851777 -0.012223223912013241 -0.0011183207913448782
leaf_weight=76 46 56 46 79 50 138 61 417 48 52 46 46 79 47 46 69 47 805 187 799 249 54 80 55 46
leaf_count=76 46 56 46 79 50 138 61 417 48 52 46 46 79 47 46 69 47 805 187 799 249 54 80 55 46
internal_value=0 -2.45543e-05 -0.00174743 -0.000351732 -0.0100077 0.000919597 -0.00177767 -0.00376683 0.00686155 0.00369986 -0.00299808 0.000610629 0.00443255 8.13156e-05 -0.00649937 -0.0145226 0.000720032 0.00257291 -0.00125402 -0.000463974 0.001831 0.000549351 0.00405965 -0.00368093 0.00352077
internal_weight=0 3648 983 841 142 762 524 463 238 190 92 2665 324 2341 207 115 2134 1101 1033 986 1054 245 134 111 92
internal_count=3724 3648 983 841 142 762 524 463 238 190 92 2665 324 2341 207 115 2134 1101 1033 986 1054 245 134 111 92
is_linear=0
shrinkage=0.0995203


Tree=853
num_leaves=15
num_cat=0
split_feature=12 0 3 4 6 2 7 4 4 4 4 9 17 9
split_gain=0.46232 0.398617 0.539756 1.89574 1.63874 1.36588 0.481261 1.77108 0.637034 3.56732 2.19823 0.698142 1.75387 1.52456
threshold=-0.035284999999999997 -0.26289499999999993 0.083055000000000018 0.095545000000000033 0.024640000000000006 -0.021165 0.020750000000000005 0.087695000000000009 0.077430000000000013 0.08544000000000003 0.089610000000000009 0.083610000000000032 0.047990000000000012 0.083925000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -5 8 -8 11 -10 -11 12 -4 -13
right_child=1 2 6 5 -6 -7 7 -9 9 10 -12 13 -14 -15
leaf_value=-0.0078648449439659811 0.0088024778595243713 -0.027122110380225675 0.0014596939124907572 0.015789722001950286 -0.0031487308397785793 -0.0045176389180679221 -0.0074528337260968257 0.015207551183884619 -0.023555063712915891 0.017177835939333166 -0.0023381437736994018 -0.01432631598351421 0.022802911156417308 0.00058954774265072374
leaf_weight=76 50 52 186 53 62 86 58 83 73 64 535 70 48 2228
leaf_count=76 50 52 186 53 62 86 58 83 73 64 535 70 48 2228
internal_value=0 -2.21107e-05 -0.00014497 -0.00457728 -0.0140911 0.00321957 0.000190024 0.00588045 -6.01419e-05 -0.00278429 -0.000251596 0.000662532 0.00584129 0.000134835
internal_weight=0 3648 3598 253 114 139 3345 141 3204 672 599 2532 234 2298
internal_count=3724 3648 3598 253 114 139 3345 141 3204 672 599 2532 234 2298
is_linear=0
shrinkage=0.0995203


Tree=854
num_leaves=16
num_cat=0
split_feature=11 0 8 8 17 8 19 3 19 3 18 19 2 3 21
split_gain=0.506792 1.42521 0.335598 0.897555 1.87512 0.693539 0.477802 1.10516 1.08468 1.05247 2.92936 1.0226 0.964087 0.752235 0.613876
threshold=-0.088219999999999993 -0.051999999999999998 -0.36115499999999995 -0.42441999999999996 -0.0064000000000000003 -0.15530999999999998 0.098950000000000024 0.08666500000000002 0.077805000000000027 0.099655000000000021 0.11959500000000002 0.13289500000000004 -0.081445000000000004 0.14721500000000004 0.14680000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 8 -8 13 10 -9 -11 -10 14 -7
right_child=2 -3 5 -5 -6 6 7 9 12 11 -12 -13 -14 -15 -16
leaf_value=0.0012500825297164671 0.015700371550728402 -0.019936651692630356 -0.010109270924141055 0.015131989973056198 -0.0091234818589989095 0.00010560328536689069 -0.01696361360916215 -0.0038645594149710354 0.020632849816378269 -0.019228282369010995 0.024756839048442305 -0.00068942068898004581 0.00055300307589088531 0.012734931184627811 -0.010807871068005124
leaf_weight=91 47 48 68 53 84 2784 51 135 49 50 48 72 46 46 52
leaf_count=91 47 48 68 53 84 2784 51 135 49 50 48 72 46 46 52
internal_value=0 -0.00606031 6.41432e-05 0.00420403 -0.000210962 -0.000159591 4.31571e-05 -0.00340231 0.000455453 -0.00113199 0.00363822 -0.00829403 0.0109186 0.00011027 -9.42143e-05
internal_weight=0 139 3585 184 131 3401 3333 356 2977 305 183 122 95 2882 2836
internal_count=3724 139 3585 184 131 3401 3333 356 2977 305 183 122 95 2882 2836
is_linear=0
shrinkage=0.0995203


Tree=855
num_leaves=11
num_cat=0
split_feature=27 12 0 8 0 2 2 24 0 4
split_gain=0.392052 0.463739 0.531477 1.02112 0.851226 0.834145 0.638458 0.512089 0.987819 0.849229
threshold=-0.086859999999999993 -0.087364999999999998 0.048265000000000009 0.095985000000000015 0.024745000000000007 -0.10018999999999999 0.096520000000000022 -0.065834999999999991 -0.014889999999999999 0.10477500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 7 -4 -7 -3 9 -9
right_child=1 2 3 -5 -6 6 -8 8 -10 -11
leaf_value=-0.0070839453805599979 -0.0094208449486574194 -0.0080135115213919497 0.020182056534152629 -0.0049096993991486525 -0.012826100660552217 -0.0016470387419080662 0.012823513891526481 -0.0006474965464836216 0.012439463703345642 0.0044095585666181466
leaf_weight=79 51 77 47 77 52 70 53 2781 64 373
leaf_count=79 51 77 47 77 52 70 53 2781 64 373
internal_value=0 2.23606e-06 0.00013618 0.00459128 -0.00019235 0.00889948 0.00458159 6.78134e-06 0.000198945 -4.91768e-05
internal_weight=0 3645 3594 247 3347 170 123 3295 3218 3154
internal_count=3724 3645 3594 247 3347 170 123 3295 3218 3154
is_linear=0
shrinkage=0.0995203


Tree=856
num_leaves=15
num_cat=0
split_feature=24 4 4 6 8 6 3 8 2 4 3 4 2 4
split_gain=0.460727 0.34885 1.25429 1.07007 2.11301 2.45918 5.49766 1.15346 2.25931 1.01263 0.60874 1.00726 1.48812 1.15
threshold=-0.070599999999999996 0.10868000000000001 0.10662500000000001 1.0000000180025095e-35 -0.44475499999999996 -0.087284999999999988 0.12870500000000004 -0.092545000000000002 1.0000000180025095e-35 0.10459000000000003 0.014805000000000004 0.094995000000000024 -0.14531999999999998 0.08544000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -3 7 -7 -6 -9 10 -2 13 -13 -12
right_child=1 3 -4 -5 5 6 -8 8 -10 -11 11 12 -14 -15
leaf_value=-0.0095419584460044379 -0.010114587007284175 -0.0096815810306511187 -0.015206397627016373 -0.0083599337647685037 0.012967617136946654 0.039088313780232496 -0.0057234153373786675 0.0062420832778243909 -0.018228532273954504 0.014148227285586751 -0.0001301874604304112 0.0061048127477401262 -0.015888745804478889 0.0090535376930265341
leaf_weight=50 61 84 55 76 68 64 47 105 58 49 2755 46 90 142
leaf_count=50 61 84 55 76 68 64 47 105 58 49 2755 46 90 142
internal_value=0 7.54707e-05 -0.000307164 0.00251468 0.00445667 0.00793162 0.0201066 0.00207776 -0.00246023 -4.61781e-05 -0.000271241 -7.30007e-05 -0.00844373 0.000319682
internal_weight=0 3700 3198 502 426 342 111 231 163 3143 3094 3033 136 2897
internal_count=3750 3700 3198 502 426 342 111 231 163 3143 3094 3033 136 2897
is_linear=0
shrinkage=0.0995203


Tree=857
num_leaves=19
num_cat=0
split_feature=19 18 2 17 26 8 17 8 0 0 0 0 8 5 1 2 3 17
split_gain=0.354049 0.309296 1.11232 0.776192 0.788911 0.543389 0.594379 0.837419 1.60757 0.979631 1.53328 1.51842 0.815721 1.91061 0.861545 1.31491 0.577599 0.696043
threshold=-0.112555 -0.15202999999999997 -0.063744999999999982 -0.42572499999999996 0.094025000000000011 0.10649000000000002 0.016900000000000005 0.068430000000000019 0.12346000000000003 0.0047200000000000011 -0.036664999999999996 0.061855000000000014 -0.0077949999999999998 -0.045014999999999993 -0.139265 -0.087245000000000003 0.11978500000000002 -0.0046399999999999992
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 7 9 -9 10 -3 -11 14 -14 -8 -16 17 -7
right_child=1 5 -4 -5 -6 16 12 8 -10 11 -12 -13 13 -15 15 -17 -18 -19
leaf_value=0.0073499906029233968 -0.011342196435102056 0.0010186396182948682 -0.015105896719662443 0.011034856321760839 0.0044767577933561304 -0.0100919157696729 0.012092190776249043 0.023171039273042215 -0.0027085344232122871 -0.013798091208848451 0.01833144691641023 0.0039195735935679266 0.00021649591087355178 -0.024345132299059536 -0.013637427132258632 -4.9504232101152356e-06 -0.014404791079523034 0.0050891089495520335
leaf_weight=63 65 1986 62 49 60 54 50 48 47 108 52 86 84 50 78 691 50 67
leaf_count=63 65 1986 62 49 60 54 50 48 47 108 52 86 84 50 78 691 50 67
internal_value=0 -0.000173979 -0.00365965 0.0004142 -0.00374255 6.41548e-05 0.000349528 0.00120708 0.0103588 0.000817187 0.00146078 -0.00593965 -0.00174355 -0.00894219 -0.00056475 -0.00138876 -0.00540487 -0.00167913
internal_weight=0 3687 236 174 125 3451 3280 2327 95 2232 2038 194 953 134 819 769 171 121
internal_count=3750 3687 236 174 125 3451 3280 2327 95 2232 2038 194 953 134 819 769 171 121
is_linear=0
shrinkage=0.0995203


Tree=858
num_leaves=17
num_cat=0
split_feature=24 9 9 9 20 20 17 6 6 17 5 18 29 9 17 1
split_gain=0.38378 0.386598 1.45256 1.30065 1.04908 1.41602 0.918507 1.58314 5.84594 1.56722 6.07205 1.19691 0.79341 0.79173 0.626818 0.578792
threshold=-0.070599999999999996 0.084055000000000032 0.083925000000000013 0.083760000000000015 -0.23803499999999997 -0.14946999999999996 0.011640000000000003 -0.0096099999999999988 0.083720000000000031 -0.012064999999999999 -0.01554 0.11906500000000002 -0.0074799999999999997 0.084345000000000017 0.6218950000000002 0.41291000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -3 -6 9 12 -9 11 -11 -2 -8 -7 15 -15
right_child=1 4 -4 -5 5 13 7 8 -10 10 -12 -13 -14 14 -16 -17
leaf_value=-0.0087034395645860466 -0.0014971528578653895 0.013631839003490027 0.018497084951249621 -0.015209505458604264 -0.017854756535565345 -0.011782025046674013 -0.0084241111227947325 -0.035837670133010112 0.011628122764798904 0.0021294275571187493 0.038443364997473556 0.014644797829543777 0.0070755942671792155 -0.00033200566638741743 -0.011318176405580247 0.0089898283284664537
leaf_weight=50 505 50 48 48 48 61 46 54 49 246 56 50 113 2208 50 68
leaf_count=50 505 50 48 48 48 61 46 54 49 246 56 50 113 2208 50 68
internal_value=0 7.4216e-05 0.00152926 0.000830648 -0.000636873 -0.000930201 0.00151943 -0.0036359 -0.0132489 0.00309646 0.00886585 -4.14469e-05 0.00258625 -0.000589523 -0.000295645 -5.31376e-05
internal_weight=0 3700 1215 1167 2485 2435 1119 262 103 857 302 555 159 2387 2326 2276
internal_count=3750 3700 1215 1167 2485 2435 1119 262 103 857 302 555 159 2387 2326 2276
is_linear=0
shrinkage=0.0995203


Tree=859
num_leaves=11
num_cat=0
split_feature=11 24 12 10 10 17 11 2 29 1
split_gain=0.341227 0.419228 0.305025 0.370556 1.30816 0.533365 0.368089 0.997594 0.588527 0.301067
threshold=0.099835000000000021 -0.070120000000000002 0.084370000000000014 0.077415000000000025 0.08235000000000002 -0.047785000000000001 -0.23394000000000001 0.42136500000000005 0.0050600000000000011 -0.49367499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 9 -3 8 -8 -6
right_child=-2 2 -4 4 5 -7 7 -9 -10 -11
leaf_value=-0.0095859873527550082 0.008480053067767182 0.0068640152740740675 -0.0079912461515834338 0.016857412536636977 -0.0014146210253496261 -0.0081087174835994952 -0.00037154662857602673 -0.014571509851968551 0.0069376641319383713 0.0096149923153196586
leaf_weight=46 46 72 47 58 51 59 3163 48 113 47
leaf_count=46 46 72 47 58 51 59 3163 48 113 47
internal_value=0 -0.000144373 -2.54191e-05 7.80358e-05 0.00408491 -0.000628378 -0.000175398 -0.000328122 -0.000119178 0.00386674
internal_weight=0 3704 3658 3611 215 157 3396 3324 3276 98
internal_count=3750 3704 3658 3611 215 157 3396 3324 3276 98
is_linear=0
shrinkage=0.0995203


Tree=860
num_leaves=14
num_cat=0
split_feature=2 3 1 2 21 20 21 8 8 2 20 3 9
split_gain=0.601373 1.16196 0.896944 0.692719 0.362237 0.83466 0.716438 0.515247 0.908069 0.648028 0.638364 0.394183 0.0758189
threshold=-0.15327499999999997 0.094285000000000022 -0.34140499999999996 -0.14531999999999998 -0.085914999999999991 -0.074329999999999993 -0.084574999999999997 0.10528000000000003 0.03530500000000001 -0.097754999999999995 -0.014035000000000001 0.092835000000000015 0.095415000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 -2 5 11 -6 8 9 -8 -9 -5 -3
right_child=3 2 -4 4 6 -7 7 10 -10 -11 -12 -13 -14
leaf_value=-0.013860693438760889 0.011978324483236175 -0.0084006192699854106 0.010272954266065702 -0.0052289510136836522 -0.012496126711577377 0.015348451595522209 -0.008331532348154402 0.00044434415909172645 0.010185945540237478 0.00024131760328775326 -0.012912148490507074 0.006701271453655378 -0.0026826942118828132
leaf_weight=90 49 47 57 64 46 50 90 75 89 2944 67 48 46
leaf_count=90 49 47 57 64 46 50 90 75 89 2944 67 48 46
internal_value=0 -0.00492065 0.00043792 0.000227918 6.18977e-05 0.00465698 -0.000162683 1.08305e-05 0.000277666 -1.27161e-05 -0.0058519 -0.000108689 -0.0055812
internal_weight=0 240 150 3522 3473 162 3311 3265 3123 3034 142 112 93
internal_count=3762 240 150 3522 3473 162 3311 3265 3123 3034 142 112 93
is_linear=0
shrinkage=0.0995203


Tree=861
num_leaves=12
num_cat=0
split_feature=3 1 1 0 5 0 27 0 0 3 17
split_gain=0.524084 0.404617 0.53791 0.744155 0.583386 0.538208 0.852818 0.948602 0.507296 0.428288 0.521081
threshold=-0.16443499999999997 -0.55579999999999996 -0.51744999999999985 0.099665000000000017 0.15990000000000004 -0.014889999999999999 -0.032854999999999995 -0.053679999999999999 0.12461500000000002 0.12551500000000002 -0.11045499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 -8 -6 10 -7
right_child=1 2 3 4 8 9 7 -9 -10 -11 -12
leaf_value=-0.010211340513354164 -0.0090318268506041806 0.010522231143202457 0.010406085072552414 -0.014997453196030722 -0.0091581898054860725 0.0022816263511072315 0.00021472042042517788 -0.0073392840335400949 0.0053889438768900478 -0.0016806936973664626 0.016340690710778573
leaf_weight=50 48 49 77 55 49 50 3061 174 46 48 55
leaf_count=50 48 49 77 55 49 50 3061 174 46 48 55
internal_value=0 4.57921e-05 0.000164936 2.43205e-05 -0.00683814 0.000321633 5.47985e-05 -0.000191332 -0.0021057 0.00609246 0.0096537
internal_weight=0 3712 3664 3615 150 3465 3312 3235 95 153 105
internal_count=3762 3712 3664 3615 150 3465 3312 3235 95 153 105
is_linear=0
shrinkage=0.0995203


Tree=862
num_leaves=12
num_cat=0
split_feature=2 4 17 9 0 2 10 9 11 23 3
split_gain=0.426594 1.01553 0.847348 0.983966 0.592036 1.78601 0.892054 0.585068 0.641405 0.447701 1.00282
threshold=-0.15327499999999997 0.078385000000000024 -0.083000000000000004 0.093335000000000015 0.099665000000000017 -0.019910000000000001 0.077800000000000022 -0.22988499999999998 -0.15300499999999997 -0.046924999999999994 -0.018634999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 -2 -9 -10 -11
right_child=4 2 -4 -5 5 -7 -8 8 9 10 -12
leaf_value=-0.017436835730369839 0.0086160844117689917 0.015581735949147772 -0.009455653925199814 -0.0028996333975030578 0.0048364166239417902 -0.021065235625191234 0.012450591285362319 -0.010754501682663451 -0.0076892297628621577 0.014063436312821108 0.0001271831963498013
leaf_weight=46 80 46 73 75 57 49 60 54 70 52 3100
leaf_count=46 80 46 73 75 57 49 60 54 70 52 3100
internal_value=0 -0.0041412 -0.000984408 0.00411958 0.000195116 -0.00712927 0.000422634 0.000207349 1.75781e-06 0.000182285 0.000357356
internal_weight=0 240 194 121 3522 106 3416 3356 3276 3222 3152
internal_count=3762 240 194 121 3522 106 3416 3356 3276 3222 3152
is_linear=0
shrinkage=0.0995203


Tree=863
num_leaves=11
num_cat=0
split_feature=3 12 3 1 29 29 1 1 3 5
split_gain=0.453316 0.502714 0.643946 1.08908 0.491762 1.29312 1.07023 0.610286 0.590322 0.567737
threshold=-0.16443499999999997 0.081895000000000023 1.0000000180025095e-35 -0.013105 -0.078484999999999985 -0.050234999999999995 -0.0086750000000000004 0.5126750000000001 0.12212000000000002 -0.24120999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -4 8 -7 -8
right_child=1 -3 4 -5 5 7 9 -9 -10 -11
leaf_value=-0.0094861393444409733 -0.019175408092889906 0.010172212593456013 0.015793709172168938 0.002029965781831435 -0.015859912883666987 -0.00014117277155896191 0.0052211687587231798 -0.0096736218064026967 0.004403328501983929 -0.0088400407406490165
leaf_weight=50 46 48 62 50 51 2961 72 62 313 47
leaf_count=50 46 48 62 50 51 2961 72 62 313 47
internal_value=0 5.33776e-05 -7.89603e-05 -0.00812242 0.000137226 -0.000132628 0.00519145 0.000107562 0.000293039 -0.00032554
internal_weight=0 3712 3664 96 3568 3387 181 3336 3274 119
internal_count=3762 3712 3664 96 3568 3387 181 3336 3274 119
is_linear=0
shrinkage=0.0995203


Tree=864
num_leaves=18
num_cat=0
split_feature=4 26 26 26 5 26 26 26 3 5 5 2 6 3 8 17 8
split_gain=0.570774 0.461711 1.30661 0.895582 1.24188 0.71491 0.915602 0.848306 0.740779 0.666837 1.06968 0.718109 2.37314 1.30491 0.623811 0.476169 0.407449
threshold=0.15730000000000002 0.096275000000000013 0.094935000000000033 0.092385000000000023 0.064585000000000017 0.090455000000000021 0.091275000000000023 0.090020000000000031 0.091975000000000015 -0.27157999999999999 -0.11065499999999999 -0.082084999999999991 0.089430000000000023 0.091865000000000016 -0.080835000000000004 0.12374500000000002 -0.082184999999999994
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 16 7 -7 15 -8 -3 -11 12 -12 -13 -15 -1 -5
right_child=-2 9 -4 4 -6 6 8 -9 -10 10 11 13 -14 14 -16 -17 -18
leaf_value=0.00033171229334899848 -0.010424000190756254 -0.010641834646974071 0.013988366517947298 -0.0066667194896305997 -0.01828396314430019 0.014418432239808874 -0.0077843809138486526 -0.010736361679662496 0.0092683163103548516 0.013448773859618188 -0.011612347307098297 -0.016298427325721485 0.016856072614590475 0.007789759912895002 -0.0032293858578240995 0.0043831792252136681 0.0062502032431168558
leaf_weight=2182 49 77 74 46 58 87 52 64 49 48 50 70 69 60 334 331 51
leaf_count=2182 49 77 74 46 58 87 52 64 49 48 50 70 69 60 334 331 51
internal_value=0 0.000387487 0.000928138 0.000596879 -0.00676374 0.0010098 0.00693491 0.000577222 0.000480605 -0.00189767 -0.00082933 -0.00200629 0.00488767 -0.00377612 -0.00154926 0.000865677 0.000116213
internal_weight=0 3702 2994 2920 155 2765 188 2577 101 708 631 583 119 464 394 2513 97
internal_count=3751 3702 2994 2920 155 2765 188 2577 101 708 631 583 119 464 394 2513 97
is_linear=0
shrinkage=0.0995203


Tree=865
num_leaves=17
num_cat=0
split_feature=4 4 26 26 20 1 8 26 5 26 18 26 26 1 26 8
split_gain=0.477969 0.462473 0.445021 1.06549 0.851971 0.81715 0.89022 0.712099 1.01221 0.588351 0.912529 0.681885 0.562504 0.691031 0.624922 0.204946
threshold=0.14754500000000006 0.14095000000000005 0.096275000000000013 0.094935000000000033 -0.074014999999999984 0.054560000000000004 -0.07106999999999998 0.092385000000000023 0.064585000000000017 0.090455000000000021 -0.057764999999999997 0.090020000000000031 0.10603500000000003 -0.080500000000000002 0.098705000000000029 -0.082014999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 12 -7 9 15 11 -11 -1 14 -14 -6 -9
right_child=-2 -3 4 -5 5 6 -8 8 -10 10 -12 -13 13 -15 -16 -17
leaf_value=0.00073757203575490677 -0.0070684479871774 0.01031123030010333 0.0092297739397853261 0.012596241467759579 0.00058782892283079711 -0.0019889213554571835 -0.019832533737904005 -0.0045497856595391618 -0.016464339395054782 -0.0031723501739009245 0.011345955106954029 -0.0096678764985594617 0.0067020239845186321 -0.0024160089593015825 -0.012116307851090172 0.0046988532875397414
leaf_weight=2446 87 46 61 74 69 56 55 46 58 66 122 64 125 241 86 49
leaf_count=2446 87 46 61 74 69 56 55 46 58 66 122 64 125 241 86 49
internal_value=0 0.00039485 0.000268544 0.000805988 -0.0019987 -0.00308376 -0.0108377 0.000499675 -0.00610443 0.000874488 0.00624475 0.000471928 -0.00143019 0.000695837 -0.00645564 0.000211948
internal_weight=0 3664 3618 2925 693 632 111 2851 153 2698 188 2510 521 366 155 95
internal_count=3751 3664 3618 2925 693 632 111 2851 153 2698 188 2510 521 366 155 95
is_linear=0
shrinkage=0.0995203


Tree=866
num_leaves=25
num_cat=0
split_feature=11 2 4 26 6 19 1 1 0 6 6 0 6 20 4 26 18 4 26 18 0 2 9 5
split_gain=0.444538 1.18612 1.46261 0.364804 1.00288 2.9758 1.39518 4.02403 1.29666 2.02046 1.5491 1.22675 1.48318 1.72217 1.21235 1.03643 1.02783 0.637679 2.55989 0.666708 0.986349 1.36618 1.06179 0.895742
threshold=-0.084384999999999988 -0.0023849999999999995 0.11198000000000002 0.084645000000000012 -0.0048649999999999995 0.095150000000000026 0.063010000000000024 -0.052259999999999994 -0.082039999999999988 -0.03252 -0.074054999999999996 -0.085349999999999995 -0.072834999999999997 -0.08588999999999998 0.11132500000000002 -0.031674999999999995 0.083830000000000029 0.077765000000000015 0.098705000000000029 0.23251500000000005 -0.052884999999999995 -0.096314999999999998 0.085765000000000022 0.15100500000000003
decision_type=2 2 2 2 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 6 7 16 11 10 15 12 14 -14 -2 -10 -6 19 -19 20 21 -5 -23 -22
right_child=3 -3 -4 17 5 -7 -8 -9 9 -11 -12 -13 13 -15 -16 -17 -18 18 -20 -21 23 22 -24 -25
leaf_value=-0.012206771965872769 0.0025363547281260289 -0.018019533772233035 0.0087100583086270923 0.014132604104359084 -0.0043067769502077155 0.022427997248529889 0.011097154599454465 -0.026705630529890768 0.003636227366388758 0.027816880552552947 -0.005937405067595272 -0.012906888342456272 -0.00426761707025164 0.01893084508425143 -0.0091270906656457651 0.020029365528266098 0.0084145970013529831 -0.025920635925547542 0.0038920505489348583 0.010713628795979669 -0.018836769947955509 -0.0046762984541780005 0.001173765350159704 -0.0016813499053405232
leaf_weight=56 391 48 81 68 294 46 54 76 83 48 79 56 47 97 114 71 80 46 75 56 52 407 1254 72
leaf_count=56 391 48 81 68 294 46 54 76 83 48 79 56 47 97 114 71 80 46 75 56 52 407 1254 72
internal_value=0 -0.00455677 0.000154136 0.000446415 0.00160371 -0.00180015 -0.00401307 -0.00582812 0.00350325 0.00922017 0.00538557 0.00122343 0.00244395 0.0113534 -9.4961e-05 0.0111994 -0.00158344 -0.000428851 -0.00743494 1.47935e-05 -0.000308097 0.000306342 -0.000259201 -0.00888216
internal_weight=0 185 137 3566 1536 550 504 450 986 281 233 705 649 144 505 154 374 2030 121 1909 1853 1729 1661 124
internal_count=3751 185 137 3566 1536 550 504 450 986 281 233 705 649 144 505 154 374 2030 121 1909 1853 1729 1661 124
is_linear=0
shrinkage=0.0995203


Tree=867
num_leaves=9
num_cat=0
split_feature=4 6 6 4 4 3 3 9
split_gain=0.415762 0.554081 0.570182 0.677689 0.632363 0.585818 0.781965 0.510029
threshold=0.14754500000000006 -0.48214499999999999 -0.41548999999999997 0.13146500000000003 0.13528000000000004 0.15108000000000005 0.13977500000000004 -0.093949999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -4
right_child=-2 2 4 -5 -6 -7 -8 -9
leaf_value=0.0089856236022757777 -0.0066194695366938294 -0.0004341422278741907 -0.0058174946601252915 -0.016087341458975824 0.01079134971904902 -0.0091356806225313929 0.013014488256722844 0.0004729117223847402
leaf_weight=72 87 68 133 46 57 65 48 3175
leaf_count=72 87 68 133 46 57 65 48 3175
internal_value=0 0.000341255 0.000167754 -0.00675753 0.000394983 0.000221522 0.000402999 0.000219755
internal_weight=0 3664 3592 114 3478 3421 3356 3308
internal_count=3751 3664 3592 114 3478 3421 3356 3308
is_linear=0
shrinkage=0.0995203


Tree=868
num_leaves=16
num_cat=0
split_feature=23 4 2 26 2 35 0 27 21 0 9 4 9 1 9
split_gain=0.478434 0.549874 0.39847 0.672736 1.42496 0.810543 0.707642 0.832875 0.636087 0.981835 1.5074 0.997748 1.57659 0.747452 0.305117
threshold=0.094140000000000015 0.15615500000000004 -0.088385000000000005 -0.093999999999999986 -0.037414999999999997 -0.082404999999999992 0.099665000000000017 0.08648500000000002 -0.0086749999999999987 -0.085474999999999982 0.085945000000000021 0.078635000000000024 0.087635000000000032 -0.090729999999999991 0.08073000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -4 -5 7 -7 -1 11 14 12 -10 -12 -11
right_child=-2 -3 3 5 -6 6 -8 -9 9 10 13 -13 -14 -15 -16
leaf_value=0.0055716258546990886 -0.009344478428013751 0.010588699171202398 -0.0026269409074496544 0.012741742198319916 0.018900696441598506 0.00048021809654377127 -0.011902842098762797 -0.0068767825087820873 0.016291287341390775 -0.011744189665914383 0.0012330310414907699 -0.0065618888737410362 -0.0063381815301477244 -0.009206758882066653 -0.023199659123177889
leaf_weight=88 55 48 64 49 58 2573 50 162 78 46 170 83 50 113 47
leaf_count=88 55 48 64 49 58 2573 50 162 78 46 170 83 50 113 47
internal_value=0 6.41859e-06 -0.000133249 0.000364704 0.0076008 5.29099e-05 -0.000170047 4.41475e-05 -0.00231512 -0.00349886 -0.00654837 0.00193146 0.00744526 -0.00293262 -0.0175423
internal_weight=0 3679 3631 2956 122 2834 2785 2735 675 587 376 211 128 283 93
internal_count=3734 3679 3631 2956 122 2834 2785 2735 675 587 376 211 128 283 93
is_linear=0
shrinkage=0.0995203


Tree=869
num_leaves=14
num_cat=0
split_feature=23 4 4 2 26 8 35 27 4 8 9 2 5
split_gain=0.387942 0.481991 0.423884 0.426579 0.858508 1.13946 0.783634 0.740673 0.72105 3.1333 1.07181 0.539304 0.386676
threshold=0.094140000000000015 0.14095000000000005 0.13699000000000003 -0.088385000000000005 -0.093999999999999986 0.010485000000000003 -0.079394999999999993 0.085910000000000028 0.085830000000000017 0.090890000000000012 0.088085000000000011 -0.08569499999999998 -0.40421499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 -6 8 10 -10 -1 -8 -3
right_child=-2 12 -4 4 6 -7 11 -9 9 -11 -12 -13 -14
leaf_value=0.0034532331865932526 -0.0084145134296807443 0.0017643817174223539 -0.0093965693939017016 0.018650720960041486 0.01126488780829933 -0.0018365572454499849 0.0039013337349344708 0.0071126697130979933 -0.030787182401872087 3.225522609630127e-05 -0.0063805381872606599 -0.00063694209725489049 0.013369282142490294
leaf_weight=220 55 75 49 58 61 50 291 73 47 107 219 2383 46
leaf_count=220 55 75 49 58 61 50 291 73 47 107 219 2383 46
internal_value=0 5.73545e-06 -0.000204108 -7.551e-05 0.000455339 0.00915829 0.000111376 -0.00234281 -0.00350819 -0.00936837 -0.00145059 -0.000142755 0.00618293
internal_weight=0 3679 3558 3509 2843 108 2735 666 593 154 439 2674 121
internal_count=3734 3679 3558 3509 2843 108 2735 666 593 154 439 2674 121
is_linear=0
shrinkage=0.0995203


Tree=870
num_leaves=33
num_cat=0
split_feature=0 0 1 8 8 8 18 0 8 18 8 1 9 4 6 0 1 17 1 9 29 0 4 4 6 0 4 17 1 18 8 18
split_gain=0.343548 0.995706 0.642266 1.12289 0.604237 1.26127 1.70498 1.44495 1.28299 1.50291 1.18228 1.13696 1.12662 1.05392 0.755298 0.911837 0.632145 0.564964 2.22448 1.10368 1.37528 0.949134 0.854022 1.82405 1.51689 1.51099 1.10067 0.968743 0.747967 1.33334 0.553534 0.364343
threshold=-0.076439999999999994 -0.074819999999999984 0.42491000000000007 -0.081324999999999995 0.0012600000000000003 -0.073644999999999988 0.089020000000000016 -0.066735000000000003 -0.082654999999999992 -0.037059999999999989 -0.090274999999999994 -0.42149500000000001 0.096305000000000016 0.085990000000000025 -0.03764 0.11291000000000002 0.067120000000000027 -0.062765000000000001 0.031740000000000011 0.08488500000000003 -1.0000000180025095e-35 -0.20796499999999998 0.08283500000000002 0.10442000000000003 -0.097850000000000006 -0.13752999999999999 0.11874000000000003 -0.040099999999999997 -0.0084199999999999987 -0.10726999999999999 -0.097249999999999989 -0.046804999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 -4 5 8 7 -7 10 -10 11 -3 -8 -9 16 -16 -6 18 19 20 -1 -22 25 24 -24 -19 -25 -27 29 -21 -29 -17
right_child=1 4 3 -5 14 6 12 13 9 -11 -12 -13 -14 -15 15 31 -18 22 -20 28 21 -23 23 26 -26 27 -28 30 -30 -31 -32 -33
leaf_value=0.013848763361490789 -0.012926427667817295 0.00891815373752931 0.016338792740825218 -0.0032046189021394289 -0.0073110073177129649 0.020727807873464892 -0.012433915025485734 -0.0012265466860143601 0.0006176281363214197 -0.021703510160303013 0.013333094683856907 -0.0090295596412618487 0.0038617876105396486 0.011971234956957648 -0.01609506091146665 -0.0081403115933532284 0.0077038692128781816 0.013668332636002508 -0.018695149657033026 -0.0095688490233868592 0.0088016021227625436 -0.0057648103311145294 -0.029609746469871304 0.0086400852194010169 -0.0059729989787995286 -0.014559372575157471 -0.0082557837072829449 0.0071907985157609825 0.01517283813985299 0.0076650376964768523 -0.0007619335382102252 0.0036924220206280916
leaf_weight=56 71 50 66 52 46 71 83 136 52 70 54 116 85 107 85 51 70 77 47 53 54 246 46 84 65 48 70 94 89 275 1113 52
leaf_count=56 71 50 66 52 46 71 83 136 52 70 54 116 85 107 85 51 70 77 47 53 54 246 46 84 65 48 70 94 89 275 1113 52
internal_value=0 -0.00149447 0.000550015 0.00771951 -0.000774174 0.000624004 0.00390461 0.00823499 -0.00399715 -0.0121829 0.000538484 -0.00361869 -0.00418419 0.00458145 -0.00456667 -0.00846399 0.00174264 0.000199655 0.00232332 0.00360235 -0.000465416 -0.00314013 -0.000890254 -0.00605 -0.0157758 0.000135658 0.000954829 -0.000693982 0.00707702 0.0048778 -0.000141904 -0.00215856
internal_weight=0 1199 2535 118 1128 824 482 314 342 122 220 166 168 243 304 188 116 2417 820 773 356 300 1597 265 111 1332 154 1255 417 328 1207 103
internal_count=3734 1199 2535 118 1128 824 482 314 342 122 220 166 168 243 304 188 116 2417 820 773 356 300 1597 265 111 1332 154 1255 417 328 1207 103
is_linear=0
shrinkage=0.0995203


Tree=871
num_leaves=18
num_cat=0
split_feature=0 0 0 20 10 29 17 17 18 5 17 17 17 5 7 27 2
split_gain=0.278532 0.807382 0.473948 0.457933 0.51005 0.758404 0.779424 1.03432 0.794783 0.688003 0.41878 1.18082 1.67536 0.760082 0.48902 0.59624 0.336541
threshold=-0.076439999999999994 -0.074819999999999984 -0.078289999999999985 0.09327000000000002 0.08235000000000002 0.0050600000000000011 -0.467555 -0.049834999999999997 -0.11166 0.62720500000000012 -0.54752499999999993 -0.47196999999999995 -0.17385999999999999 0.16703000000000004 -1.0000000180025095e-35 0.10206500000000003 -0.079954999999999984
decision_type=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 8 -8 -3 -6 -1 -12 13 -13 -14 -16 -4
right_child=1 3 16 -5 9 -7 7 -9 -10 -11 11 12 14 -15 15 -17 -18
leaf_value=0.0093863122581131289 -0.011639986742343539 0.014308453873405902 0.00029362641604372287 -0.0078588698930306383 -0.013732586545147555 0.012802429146077841 -0.0059912120295362251 0.0016537768219365375 0.00010246369049168439 0.0020617090627832835 -0.012463546402217312 0.021813843073960983 0.0091235220278950216 0.0053827881651227249 -0.00019364043028870012 -0.010693461600952614 0.010757300632774396
leaf_weight=48 71 69 52 82 60 48 293 436 90 50 73 47 54 69 2063 55 74
leaf_count=48 71 69 52 82 60 48 293 436 90 50 73 47 54 69 2063 55 74
internal_value=0 -0.00134567 0.000495213 -0.000696984 -0.000134753 0.000617822 -3.9884e-05 -0.00141778 0.00627248 -0.00654592 0.000183652 -3.09489e-06 0.000394106 0.0120473 -0.000227878 -0.000466685 0.00644546
internal_weight=0 1199 2535 1128 1046 936 888 729 159 110 2409 2361 2288 116 2172 2118 126
internal_count=3734 1199 2535 1128 1046 936 888 729 159 110 2409 2361 2288 116 2172 2118 126
is_linear=0
shrinkage=0.0995203


Tree=872
num_leaves=14
num_cat=0
split_feature=20 6 7 18 21 8 0 6 21 8 0 8 3
split_gain=0.501158 1.3368 1.0187 0.591525 0.616188 1.5199 0.957804 4.82529 1.29692 0.551269 1.2022 0.744609 0.356507
threshold=-0.15398499999999998 0.049085000000000011 0.099030000000000021 0.30956000000000011 -0.08564999999999999 -0.075449999999999989 -0.17809 -0.07664 0.086410000000000028 0.10851500000000001 -0.027364999999999997 0.096835000000000018 0.10377500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 8 -6 11 -11 -8 -3
right_child=2 12 -4 -5 6 -7 9 -9 -10 10 -12 -13 -14
leaf_value=0.017885629604971868 0.0022448497428401481 -0.0073666801286922552 -0.013719631846916 -0.0104341436044999 0.0089638301849585822 -0.01986638215216479 0.00038194865592103359 0.032076516414678201 -0.011370184567232759 0.00093893558067234398 -0.018351622481431521 0.011491376595774053 0.004205755151515036
leaf_weight=58 80 47 52 50 53 50 2945 56 75 92 49 61 60
leaf_count=58 80 47 52 50 53 50 2945 56 75 92 49 61 60
internal_value=0 0.00571805 0.000107412 0.000312432 0.000467921 -0.00625318 0.000730474 0.00770981 -0.00294424 0.000322143 -0.00575907 0.000607662 -0.000869814
internal_weight=0 165 3563 3511 3461 130 3331 184 128 3147 141 3006 107
internal_count=3728 165 3563 3511 3461 130 3331 184 128 3147 141 3006 107
is_linear=0
shrinkage=0.0995203


Tree=873
num_leaves=22
num_cat=0
split_feature=1 1 8 5 1 20 5 17 0 3 10 8 18 21 6 1 3 0 26 1 6
split_gain=0.471739 1.17763 2.1722 1.75382 1.01172 0.89184 1.14372 1.51897 0.886608 0.873733 0.828403 0.659728 0.583766 0.854224 0.997794 2.28592 1.03424 0.817424 1.27971 0.869035 0.779363
threshold=-0.029404999999999997 -0.016464999999999997 -0.013304999999999999 0.022285000000000003 -0.014549999999999999 -0.062334999999999995 0.40249000000000007 -0.22965499999999997 -0.027364999999999997 0.15537500000000004 0.077800000000000022 -0.409445 0.15891500000000006 0.079735000000000014 0.084985000000000019 -0.081394999999999981 0.093715000000000021 -0.071799999999999989 0.088685000000000028 -0.073844999999999994 -0.069354999999999986
decision_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 -2 -3 6 7 -1 9 10 11 -6 13 14 15 16 -7 18 -16 -19 -15
right_child=1 4 -4 -5 8 12 -8 -9 -10 -11 -12 -13 -14 20 17 -17 -18 19 -20 -21 -22
leaf_value=0.027769549022757609 0.01191350123064939 0.01419035734687547 -0.027256303743708576 -0.013819486817883224 -0.010139769274945851 0.0043103052732725942 -0.0019196609921098477 0.0054375132653552401 -0.010620641123384442 0.010538517534052994 0.011523224166205109 -0.00043197576817949378 -0.0087365576215291396 0.00034421472965714397 0.0051127189150705771 -0.024483204322511585 -0.0066032178063370386 0.016887580457180886 -0.0023238502361713387 0.0016910486931595416 0.017573384538087461
leaf_weight=46 51 48 46 54 73 174 80 88 81 75 55 1387 63 48 402 47 170 70 533 80 57
leaf_count=46 51 48 46 54 73 174 80 88 81 75 55 1387 63 48 402 47 170 70 533 80 57
internal_value=0 -0.000795068 -0.00922155 -0.00131281 -5.43937e-05 0.00144382 0.00748752 0.0131099 -0.000464069 5.28267e-05 -0.000465727 -0.000917926 0.000656613 0.00103143 0.000413855 -0.00389582 -0.00108063 0.00196768 0.000872601 0.00878822 0.00970499
internal_weight=0 1870 151 105 1719 1858 214 134 1671 1590 1515 1460 1644 1581 1476 391 344 1085 935 150 105
internal_count=3728 1870 151 105 1719 1858 214 134 1671 1590 1515 1460 1644 1581 1476 391 344 1085 935 150 105
is_linear=0
shrinkage=0.0995203


Tree=874
num_leaves=18
num_cat=0
split_feature=29 3 18 0 0 17 0 1 8 3 20 0 26 19 2 17 26
split_gain=0.660099 0.40309 1.05035 0.741214 1.37885 1.15448 1.08164 0.72753 0.655761 0.580784 0.628199 1.64793 0.770151 0.861624 1.45668 0.839855 0.573869
threshold=0.12669500000000003 0.096035000000000023 0.18126000000000006 -0.027364999999999997 -0.044789999999999996 -0.085229999999999986 -0.054850000000000003 -0.031409999999999993 0.095985000000000015 0.095240000000000019 0.09327000000000002 -0.09466999999999999 0.11746500000000003 0.11183000000000003 0.097745000000000012 0.41239500000000012 0.092955000000000024
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 8 7 -3 -5 10 12 -12 13 14 -1 -15 -8
right_child=-2 2 -4 5 -6 -7 16 -9 -10 -11 11 -13 -14 15 -16 -17 -18
leaf_value=-0.0010830880826022641 -0.011068618953614372 0.0074340458110706432 0.014520215405324329 0.0086027554153907289 0.01804572140485226 -0.013020491836841685 -0.016729902375470236 0.0009805063459083635 -0.0048059706990976614 -0.011340636644476808 0.0053283601158252408 -0.021020898098288349 0.0094772445717190654 0.018514834904926336 0.016842932019989404 -0.00028222728171999745 -0.00098979279682589777
leaf_weight=1867 50 222 61 68 52 87 46 786 77 47 46 48 85 47 46 47 46
leaf_count=1867 50 222 61 68 52 87 46 786 77 47 46 48 85 47 46 47 46
internal_value=0 0.000443292 0.00173854 0.00117459 0.0022086 -0.00395627 0.00145919 0.00240263 0.00147661 -0.00039451 -0.000158789 -0.00811788 0.000198446 -0.000194119 -0.000651611 0.0091076 -0.00886875
internal_weight=0 3678 1445 1384 1152 232 1100 1008 145 2233 2186 94 2092 2007 1913 94 92
internal_count=3728 3678 1445 1384 1152 232 1100 1008 145 2233 2186 94 2092 2007 1913 94 92
is_linear=0
shrinkage=0.0995203


Tree=875
num_leaves=13
num_cat=0
split_feature=29 22 22 22 18 4 6 4 11 1 5 6
split_gain=0.535255 0.433466 0.91815 0.655815 0.49638 0.482475 1.51955 0.912812 1.21795 0.624177 0.404648 0.272129
threshold=0.12669500000000003 0.091375000000000026 0.10170500000000003 0.082075000000000023 0.31227500000000008 0.11644500000000003 -0.242115 0.12028000000000003 -0.15511999999999998 0.27998000000000006 -0.012164999999999999 -0.14051999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -7 -9 -8 11 -4
right_child=-2 2 10 -5 -6 7 9 8 -10 -11 -12 -13
leaf_value=-0.016888292612070147 -0.0099670679347861925 0.017199587917943196 0.011111253886953033 -0.0085567368366814538 0.010501743784766067 0.01555496311286584 -6.8337843727183097e-05 0.014601538875318945 -0.00206664139321027 0.011615312688250577 -0.0042463590976396211 0.00053693075896478417
leaf_weight=53 50 46 46 84 47 55 2916 55 206 46 73 51
leaf_count=53 50 46 46 84 47 55 2916 55 206 46 73 51
internal_value=0 0.000399175 0.00472462 0.000129067 0.000345297 0.000201745 -0.000185754 0.00390152 0.00144268 0.000112834 0.00134422 0.00556
internal_weight=0 3678 216 3462 3378 3331 3015 316 261 2962 170 97
internal_count=3728 3678 216 3462 3378 3331 3015 316 261 2962 170 97
is_linear=0
shrinkage=0.0995203


Tree=876
num_leaves=18
num_cat=0
split_feature=18 0 12 8 2 26 0 0 1 1 0 0 27 29 8 21 8
split_gain=0.594407 0.512437 0.492283 0.800713 0.870599 0.867088 1.90125 1.13648 0.736236 2.20219 1.23719 0.99807 0.888213 0.777621 0.733518 0.572269 0.510586
threshold=0.24916000000000005 -0.082494999999999999 0.094205000000000025 -0.10337499999999999 0.42989000000000011 0.047170000000000011 -0.106285 -0.11239999999999999 0.10924000000000002 0.19597000000000006 -0.062294999999999996 -0.233955 0.089725000000000013 0.0050600000000000011 0.093085000000000015 0.085815000000000016 -0.13559999999999997
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 15 -7 12 -10 11 -11 13 14 -5 -1 -9
right_child=1 -3 -4 8 -6 7 -8 16 9 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0144865331974901 -0.00058944822886491011 -0.015463511853938842 -0.0089534657225819447 -0.00072502758748985022 0.016391471632110927 -0.00088077995917062979 -0.013569897955813256 0.022541861250921034 -0.022255885966265512 -0.010843457480451978 -0.015367418686546333 0.0041894335622330988 0.010931299546480842 0.011667363470503017 0.005904052145303657 -0.00071114303198132678 0.007833473444441073
leaf_weight=50 46 46 59 2503 52 84 81 46 58 54 52 230 75 55 177 48 48
leaf_count=50 46 46 59 2503 52 84 81 46 58 54 52 230 75 55 177 48 48
internal_value=0 -0.00803538 6.34975e-05 0.00021097 0.00435779 0.00260269 -0.00228475 0.00752218 -0.000318128 -0.00434707 -0.00125323 0.00132818 0.000246493 -4.62098e-05 -0.000286906 0.00703442 0.0150399
internal_weight=0 92 3672 3613 409 357 179 178 3204 394 336 284 2810 2735 2680 98 94
internal_count=3764 92 3672 3613 409 357 179 178 3204 394 336 284 2810 2735 2680 98 94
is_linear=0
shrinkage=0.0995203


Tree=877
num_leaves=18
num_cat=0
split_feature=18 1 7 4 1 20 22 1 4 18 9 1 11 2 2 1 18
split_gain=0.482099 0.406688 0.388959 3.02455 0.805999 0.369736 0.723998 0.500471 1.22325 1.33351 1.1916 1.08693 1.00747 1.25944 0.744912 0.54016 0.412318
threshold=0.24916000000000005 -0.025004999999999999 0.020750000000000005 0.08024000000000002 0.41897000000000012 -0.14797999999999997 0.077155000000000015 -0.096749999999999989 0.10606500000000003 -0.09053499999999999 -1.0000000180025095e-35 -0.215865 -0.16409499999999999 -0.14264999999999997 0.35004500000000011 -0.215865 -0.015069999999999998
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 -5 6 16 8 9 15 -10 -11 -9 -14 -15 -7 -1
right_child=1 -3 3 4 -6 7 -8 12 10 11 -12 -13 13 14 -16 -17 -18
leaf_value=-0.0076578565220735981 -0.01385420457226046 -0.0006011620073861849 -0.015202795632955242 0.019323655010158852 0.0046120449111977024 0.004159092087620473 -0.015239469931844505 0.013273757395305572 0.0043961841772029563 0.006018596044698483 -0.016799243083272346 0.021720326672190076 -0.015092869507183341 -0.00017457409278753413 -0.012556893602754636 -0.007749413545486754 0.0043877755323965479
leaf_weight=48 46 46 57 72 76 88 47 52 52 126 53 67 59 2692 49 66 68
leaf_count=48 46 46 57 72 76 88 47 52 52 126 53 67 59 2692 49 66 68
internal_value=0 -0.00723659 5.7156e-05 0.00426956 0.0117746 -0.000191683 -0.0048188 3.63443e-05 0.00311328 0.00596243 -0.00629467 0.0114737 -0.000451018 -0.0007062 -0.000396228 -0.000939238 -0.000589568
internal_weight=0 92 3672 205 148 3467 163 3304 452 347 105 193 2852 2800 2741 154 116
internal_count=3764 92 3672 205 148 3467 163 3304 452 347 105 193 2852 2800 2741 154 116
is_linear=0
shrinkage=0.0995203


Tree=878
num_leaves=17
num_cat=0
split_feature=20 20 21 9 19 19 11 9 29 21 9 1 9 9 9 8
split_gain=0.429297 1.37425 0.481261 0.502559 0.810476 1.15486 0.931971 1.08954 0.987124 0.970982 0.470094 1.38499 1.0712 0.422827 1.88758 0.679397
threshold=-0.16295499999999999 -0.240845 0.14970000000000003 0.082335000000000019 0.082240000000000021 0.10802000000000002 -0.23394000000000001 -0.0060949999999999997 -0.085039999999999991 -0.032929999999999994 0.083835000000000021 -0.085184999999999997 0.084055000000000032 0.085765000000000022 0.086070000000000021 -0.081915000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -2 8 -8 -9 11 -5 -12 15 -15 -14
right_child=2 -3 -4 10 5 -7 7 9 -10 -11 12 -13 13 14 -16 -17
leaf_value=0.0017582443396356852 0.016753643883400057 -0.019354296314060809 -0.0084581464500906017 0.0067861147493760076 -0.016421773087901333 0.0034331552982552957 0.011896345866664628 -0.0052030088512503882 -0.0030510417627795583 0.0083703327537904774 0.012156251142074295 -0.014503278180736198 -0.0052487814631546562 0.01880214029116499 -0.00040998598583518353 0.0054448666150360321
leaf_weight=87 48 47 64 49 53 64 50 62 350 328 68 79 342 52 1950 71
leaf_count=87 48 47 64 49 53 64 50 62 350 328 68 79 342 52 1950 71
internal_value=0 -0.0056408 9.50922e-05 0.000248829 0.00220249 -0.00555396 0.00328641 0.00246711 -0.00118057 0.00621042 -0.000465429 -0.00634704 -0.000161899 -0.000509085 8.86218e-05 -0.00340842
internal_weight=0 134 3630 3566 955 117 838 790 400 390 2611 128 2483 2415 2002 413
internal_count=3764 134 3630 3566 955 117 838 790 400 390 2611 128 2483 2415 2002 413
is_linear=0
shrinkage=0.0995203


Tree=879
num_leaves=12
num_cat=0
split_feature=18 0 35 4 11 27 0 0 18 6 2
split_gain=0.372751 0.388077 0.350459 0.990639 0.733126 0.600091 1.28977 0.841284 0.408347 0.873072 0.525754
threshold=0.24916000000000005 -0.082494999999999999 0.004000000000000001 0.15437000000000003 -0.15300499999999997 0.076710000000000014 -0.014889999999999999 -0.072274999999999992 -0.15202999999999997 -0.043894999999999997 0.10166000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 8 7 -7 9 -6 -10
right_child=1 -3 -4 -5 5 6 -8 -9 10 -11 -12
leaf_value=-0.0117473657941796 9.1061519295542237e-05 -0.012818675082226044 -0.0083012964721535208 0.014526227790402062 0.00038436726545847572 0.0044855959177368737 0.019654765240386639 -0.0087750957395954753 -0.00039380273068855026 -0.011343144035940994 0.0038404432138443132
leaf_weight=52 46 46 49 47 169 225 46 60 2597 100 327
leaf_count=52 46 46 49 47 169 225 46 60 2597 100 327
internal_value=0 -0.00635491 5.85303e-05 0.00017182 -1.66133e-05 0.000156253 0.00418995 0.001691 -0.000261641 -0.00397226 7.94462e-05
internal_weight=0 92 3672 3623 3576 3524 331 285 3193 269 2924
internal_count=3764 92 3672 3623 3576 3524 331 285 3193 269 2924
is_linear=0
shrinkage=0.0995203


Tree=880
num_leaves=13
num_cat=0
split_feature=7 4 20 20 26 26 20 26 17 7 4 6
split_gain=0.430647 0.390493 0.454146 0.4195 0.369552 1.01221 2.212 0.756875 0.559466 0.464302 1.10267 0.515797
threshold=0.099030000000000021 0.14754500000000006 0.13407000000000005 0.24030500000000005 0.096275000000000013 0.097315000000000026 -0.073489999999999986 0.094935000000000033 -0.038314999999999995 0.016975000000000004 0.080950000000000008 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 -6 -7 9 -8 11 -11 -1
right_child=-2 -3 3 -5 5 6 8 -9 -10 10 -12 -13
leaf_value=-0.0012436888442851624 -0.0086465661652138041 -0.0073901921336256612 0.013250146465476885 0.0010085777976844925 -0.015783295338711346 0.01831409634170407 -0.007676207491385958 0.010377063845350197 -0.00095419107934926345 -0.0051466058051593292 0.014865960672142658 0.0018232821747688167
leaf_weight=1896 62 75 47 68 52 52 182 70 377 48 63 761
leaf_count=1896 62 75 47 68 52 52 182 70 377 48 63 761
internal_value=0 -0.000282283 -0.00013463 0.00601878 -0.00033699 -0.00245251 -0.00131664 0.000156941 -0.00314422 -0.000101221 0.0062045 -0.00036496
internal_weight=0 3691 3616 115 3501 663 611 2838 559 2768 111 2657
internal_count=3753 3691 3616 115 3501 663 611 2838 559 2768 111 2657
is_linear=0
shrinkage=0.0995203


Tree=881
num_leaves=11
num_cat=0
split_feature=29 5 23 38 29 29 5 0 17 3
split_gain=0.397971 0.485222 0.349643 0.446238 0.472307 0.626867 0.537992 2.0188 1.22309 0.415969
threshold=-0.08781499999999999 -0.24120999999999998 -0.065019999999999981 -0.08236499999999998 -0.078484999999999985 -0.025204999999999998 -0.074569999999999984 -0.14124499999999998 -0.015464999999999998 0.096035000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 9 -6 8 -8 -7 -5
right_child=2 -3 3 4 5 6 7 -9 -10 -11
leaf_value=7.1651370766277606e-05 -0.0074429870679923946 -0.013788642161336533 0.0092579214757573802 -0.00051007952928926615 -0.0087120246164141945 -0.0088112488968701552 0.012907556075092058 -5.4639821502796449e-05 -0.00036660026736437637 0.011501347694467676
leaf_weight=52 65 48 50 52 88 212 126 2141 856 63
leaf_count=52 65 48 50 52 88 212 126 2141 856 63
internal_value=0 -0.00657311 -0.000209022 -7.7744e-05 -0.00020991 -0.000420895 -0.000201873 0.000665439 -0.00204365 0.00606298
internal_weight=0 100 3653 3588 3538 3423 3335 2267 1068 115
internal_count=3753 100 3653 3588 3538 3423 3335 2267 1068 115
is_linear=0
shrinkage=0.0995203


Tree=882
num_leaves=10
num_cat=0
split_feature=7 21 21 21 0 5 2 0 5
split_gain=0.368652 0.332167 0.640613 0.486414 0.469087 1.55368 1.86476 0.886868 0.392687
threshold=0.099030000000000021 -0.093924999999999995 -0.085914999999999991 -0.084574999999999997 -0.18357499999999999 -0.093384999999999982 0.097745000000000012 -0.15758999999999998 0.054660000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -6 -9
right_child=-2 2 3 4 7 -7 -8 8 -10
leaf_value=-0.0061850285139611414 -0.0079519105257346949 0.0089159659596514066 -0.010210081924331036 -0.016532999515514804 -0.013169568793900565 0.017770407690325663 0.0080857289829196557 0.00046890710252673728 -0.0020139909734326004
leaf_weight=90 62 77 48 50 53 61 78 2375 859
leaf_count=90 62 77 48 50 53 61 78 2375 859
internal_value=0 -0.000213093 -6.36089e-05 -0.000260047 -0.000122411 0.00469858 -0.00152457 -0.000399864 -0.000190336
internal_weight=0 3691 3601 3524 3476 189 128 3287 3234
internal_count=3753 3691 3601 3524 3476 189 128 3287 3234
is_linear=0
shrinkage=0.0995203


Tree=883
num_leaves=17
num_cat=0
split_feature=19 5 27 19 19 17 4 5 8 5 5 17 0 22 4 9
split_gain=0.347797 0.322417 1.4407 1.0672 2.26791 0.943908 0.953045 0.749357 2.84524 0.594167 0.592213 1.07788 0.705251 0.714964 0.697327 0.122165
threshold=0.14071500000000006 0.052820000000000013 0.085370000000000015 0.10861000000000003 0.061250000000000013 -0.0064000000000000003 0.10739000000000003 0.022285000000000003 -0.074504999999999988 0.0053250000000000016 -1.0000000180025095e-35 -0.088160000000000002 -0.23177499999999998 0.078015000000000015 0.14257000000000006 0.095055000000000014
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 6 -3 9 -9 10 12 -12 13 -1 -14 -7
right_child=-2 2 -4 -5 -6 15 -8 8 -10 -11 11 -13 14 -15 -16 -17
leaf_value=-0.016882550740846332 0.0081991703094870874 -0.0014766749749797231 -0.01900631062703179 -0.015869317749075799 0.020249126695939208 -0.014727249864978418 0.011858895957706027 -0.0084493634097198723 0.026170475276186843 -0.010521542348617595 -0.00226292873980251 0.018110865034339806 0.00038748149273435848 0.00019686756731420699 -0.008444922344527166 -0.0074200099325848626
leaf_weight=50 47 625 47 46 50 46 58 47 47 54 54 49 2348 47 92 46
leaf_count=50 47 625 47 46 50 46 58 47 47 54 54 49 2348 47 92 46
internal_value=0 -0.000415328 -0.00203306 -0.00111622 -0.000292634 -0.00161897 -0.000343026 0.000117046 0.00885185 -0.000187428 2.36417e-05 0.00742151 -0.000276383 -0.00859852 5.41208e-05 -0.0110825
internal_weight=0 3706 918 871 825 775 683 2788 94 2694 2640 103 2537 97 2440 92
internal_count=3753 3706 918 871 825 775 683 2788 94 2694 2640 103 2537 97 2440 92
is_linear=0
shrinkage=0.0995203


Tree=884
num_leaves=17
num_cat=0
split_feature=12 0 3 18 5 2 26 9 21 18 18 5 17 2 4 6
split_gain=0.761211 0.467824 0.422941 1.3384 1.43408 2.43501 0.661575 0.452788 1.52337 1.56568 2.08348 1.37147 0.969692 0.654276 1.22725 0.2948
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 -3 6 -6 -5 8 -4 11 -11 -10 -9 -14 -15 -1
right_child=-2 2 7 4 5 -7 -8 12 9 10 -12 -13 13 14 -16 -17
leaf_value=-0.0015857693926553944 0.01199402166583974 0.0093716342386781781 0.016090184721411185 -0.0042658038122226974 -0.0015941292847125926 -0.027798028057110808 0.010676557333478384 -0.014581385218632913 -0.018392241927010226 0.022386563513582938 0.001571240571003722 -0.00030927383656801142 0.008588817070167622 1.4570982439774553e-05 -0.01178268177225603 -0.012754742255463275
leaf_weight=47 51 65 72 81 78 64 46 47 68 52 568 107 82 2166 91 47
leaf_count=47 51 65 72 81 78 64 46 47 68 52 568 107 82 2166 91 47
internal_value=0 -0.000248276 -6.64234e-05 -0.00343913 -0.00653771 -0.0134101 0.00113995 0.000279616 0.00222756 0.000971048 0.00331836 -0.00734048 -0.000427866 -0.000143114 -0.00046072 -0.00717897
internal_weight=0 3681 3587 334 269 142 127 3253 867 795 620 175 2386 2339 2257 94
internal_count=3732 3681 3587 334 269 142 127 3253 867 795 620 175 2386 2339 2257 94
is_linear=0
shrinkage=0.0995203


Tree=885
num_leaves=10
num_cat=0
split_feature=12 27 29 21 30 4 30 4 4
split_gain=0.617242 0.382235 0.382911 0.579504 0.390223 0.519664 0.524221 0.717454 0.272212
threshold=0.097490000000000021 0.11470500000000003 0.0050600000000000011 0.093685000000000032 0.094680000000000028 0.13744000000000003 0.086750000000000022 1.0000000180025095e-35 0.14699000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 -7
right_child=-2 -3 3 -5 -6 8 -8 -9 -10
leaf_value=4.9224128030730943e-05 0.010800374307785453 0.0077216873228012272 0.010231912779227987 -0.0038087779551764481 -0.0076975337980808665 0.0124015980502949 0.0077434358606800697 -0.0034022881843394034 0.0015518400565613971
leaf_weight=2472 51 59 79 46 74 46 73 786 46
leaf_count=2472 51 59 79 46 74 46 73 786 46
internal_value=0 -0.000223589 -0.000353239 0.00505839 -0.000546911 -0.000392087 -0.0005961 -0.00078321 0.00698562
internal_weight=0 3681 3622 125 3497 3423 3331 3258 92
internal_count=3732 3681 3622 125 3497 3423 3331 3258 92
is_linear=0
shrinkage=0.0995203


Tree=886
num_leaves=10
num_cat=0
split_feature=13 10 21 20 21 17 20 1 17
split_gain=0.385079 0.448359 0.337902 0.866974 0.601139 0.528511 0.372907 0.469558 0.342432
threshold=1.0000000180025095e-35 0.094350000000000031 -0.08564999999999999 -0.066104999999999983 -0.083784999999999984 -0.0092949999999999994 -0.224635 -0.51744999999999985 -0.011174999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 -6 -8 -9
right_child=-2 -3 4 -5 6 -7 7 8 -10
leaf_value=0.0076370111468113972 0.0067213278863772468 0.0095464167982023031 0.0095037772087253371 -0.016003250677849676 -0.0073933789261338145 -0.0057592428227441241 0.0072833611183480617 -0.0014008467936389491 0.00065251812842545131
leaf_weight=50 81 46 63 48 72 70 82 1561 1659
leaf_count=50 81 46 63 48 72 70 82 1561 1659
internal_value=0 -0.000216166 -0.000340965 -0.00469912 -0.0001277 -0.000170648 -0.000307784 -0.000153035 -0.000342663
internal_weight=0 3651 3605 168 3437 120 3374 3302 3220
internal_count=3732 3651 3605 168 3437 120 3374 3302 3220
is_linear=0
shrinkage=0.0995203


Tree=887
num_leaves=10
num_cat=0
split_feature=12 0 27 27 7 0 6 11 6
split_gain=0.449485 0.329312 0.301552 0.412501 0.399867 0.786972 1.65467 0.651921 0.230825
threshold=0.097490000000000021 -0.23177499999999998 0.11470500000000003 0.10575000000000002 0.099030000000000021 -0.17809 -0.095554999999999987 -0.11166 -0.104035
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 -3 -7 -1
right_child=-2 2 -4 -5 -6 7 -8 -9 -10
leaf_value=-0.0010515212197819185 0.0092197666014052753 -0.0032112256251573793 0.0070208408347099951 -0.0095158182675675485 -0.0083711551540467093 0.0094553355060409388 0.019600675362738573 -0.00039078753337660544 -0.010935899878911654
leaf_weight=47 51 65 59 46 56 68 61 3232 47
leaf_count=47 51 65 59 46 56 68 61 3232 47
internal_value=0 -0.000187579 -3.49688e-05 -0.000153198 -2.92748e-05 0.000106839 0.00782614 -0.00018765 -0.00600242
internal_weight=0 3681 3587 3528 3482 3426 126 3300 94
internal_count=3732 3681 3587 3528 3482 3426 126 3300 94
is_linear=0
shrinkage=0.0995203


Tree=888
num_leaves=12
num_cat=0
split_feature=12 11 12 1 8 1 0 8 18 8 17
split_gain=0.279014 0.284998 0.616744 0.36892 0.959475 0.51892 0.354988 0.347247 1.26247 0.714871 0.248547
threshold=0.094205000000000025 -0.122405 -0.082629999999999995 0.42491000000000007 -0.08176499999999999 0.41165000000000013 -0.07298499999999998 -0.081174999999999983 -0.14734 -0.079704999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 5 -5 7 -6 8 -4 -9 -1
right_child=-2 2 3 4 6 -7 -8 9 -10 -11 -12
leaf_value=-8.101667614228017e-05 -0.0068510504398115188 -0.011658931838771964 0.014020393556779096 0.013730108561957558 -0.007950472657419232 -0.0097887152270781669 0.0038235882070380275 0.0080797022692840146 -0.0017538864105726317 0.00027146641763028771 0.0099441406585579709
leaf_weight=46 61 46 52 67 47 56 55 125 1487 1641 52
leaf_count=46 61 46 52 67 47 56 55 125 1487 1641 52
internal_value=0 -6.43602e-05 -0.000209684 -6.02545e-05 0.00447658 -0.000288622 -0.00159369 -0.000127405 -0.00122037 0.000824608 0.0052301
internal_weight=0 3674 3576 3530 169 3361 102 3305 1539 1766 98
internal_count=3735 3674 3576 3530 169 3361 102 3305 1539 1766 98
is_linear=0
shrinkage=0.0995203


Tree=889
num_leaves=15
num_cat=0
split_feature=5 8 26 21 26 4 0 2 0 0 21 9 21 1
split_gain=0.234507 0.227999 0.394699 0.677931 0.44055 0.568512 0.958392 0.566127 1.97443 1.40361 0.787288 0.80832 0.720761 0.277207
threshold=-0.55105499999999996 0.24095500000000006 -0.14224499999999998 0.10287500000000004 -0.084904999999999994 1.0000000180025095e-35 -0.084369999999999987 -0.13088999999999998 -0.100285 0.048750000000000009 -0.089954999999999993 0.084485000000000018 -0.020715000000000001 -0.018369999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 8 -6 -10 11 -9 -12 -3
right_child=1 13 4 -5 7 -7 -8 10 9 -11 12 -13 -14 -15
leaf_value=-0.0069975897677934922 0.010471921249179008 -0.010199613097977766 -0.010758950531987893 -0.0040008868271906471 0.018304355352640175 -0.01164106233218026 0.0087070867899253657 0.018127429639069367 -0.011756398999726522 0.0062834607986899495 -0.0056295064108755856 -0.00041334082978347863 -7.2216943919467655e-05 0.00053713835733821722
leaf_weight=49 89 48 46 50 74 74 55 46 72 105 253 47 2680 47
leaf_count=49 89 48 46 50 74 74 55 46 72 105 253 47 2680 47
internal_value=0 -6.67946e-05 6.0288e-05 0.00525999 -0.000148849 -0.00501406 -0.000150529 0.000110716 0.00465269 -0.00105016 -0.00026576 0.00874856 -0.000551867 -0.00487913
internal_weight=0 3686 3591 139 3452 175 101 3277 251 177 3026 93 2933 95
internal_count=3735 3686 3591 139 3452 175 101 3277 251 177 3026 93 2933 95
is_linear=0
shrinkage=0.0995203


Tree=890
num_leaves=33
num_cat=0
split_feature=17 0 2 1 18 18 0 2 2 3 3 3 3 1 35 6 17 1 17 17 2 1 1 0 0 3 1 8 2 0 18 26
split_gain=0.24218 1.25433 1.2664 1.02642 0.894096 1.11927 1.38572 0.892263 0.619685 0.478227 1.65028 1.20303 0.9659 0.943975 1.79879 1.49696 0.902229 0.88523 1.02454 1.22572 0.983251 1.59004 0.833469 0.827544 0.932568 0.767093 0.6737 1.2161 0.845608 0.848282 0.408438 0.26841
threshold=0.0047200000000000011 0.032270000000000014 -0.087245000000000003 -0.0043399999999999992 -0.085709999999999995 -0.077844999999999998 -0.071029999999999996 -0.083204999999999987 -0.043929999999999997 0.087925000000000017 0.086535000000000015 0.088325000000000028 0.086965000000000028 -0.0086750000000000004 -0.070059999999999997 -0.092579999999999996 -0.239145 0.04735000000000001 -0.014289999999999999 -0.030214999999999999 -0.08237499999999999 -0.029404999999999997 -0.016464999999999997 -0.088594999999999993 -0.087184999999999999 0.087625000000000022 0.066150000000000028 -0.016289999999999999 0.15165000000000003 -0.233955 -0.015440000000000001 0.083400000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 7 -7 -8 10 13 -11 -12 16 -15 -16 -1 18 19 22 -20 -22 -13 31 -25 30 27 -19 29 -28 -14 -18
right_child=1 -3 4 -5 5 6 8 -9 -10 11 12 17 25 14 15 -17 23 26 20 -21 21 -23 -24 24 -26 -27 28 -29 -30 -31 -32 -33
leaf_value=0.01162602812141 -0.017181760608595605 0.01430517454398981 0.012019303279329678 0.0010423835727243732 -0.015274418785887313 0.014086901001295253 -0.0046390549198092974 0.0001269320615480393 -0.019661552770634288 0.013339843393400086 -0.021049398595206228 0.00016921478672330141 0.0053339305515245645 -0.009865309854194957 0.0050877501772411031 0.02723686153259201 -0.016381675611899339 -0.015794671260533105 -0.0022035366561935815 -0.014190421284891884 0.02608512376119854 0.0015302956321541893 0.0069011840192216931 0.010766110020577972 -0.0025732900851402406 -0.015331794529105743 -0.010745324929146288 0.0039669141397525908 -0.011381344625844439 0.0035755784085145493 -0.0072470493338152222 -0.005707529656326182
leaf_weight=49 91 48 51 46 55 49 67 610 46 79 52 687 56 46 85 47 46 86 46 49 59 47 248 61 348 51 48 48 60 279 47 48
leaf_count=49 91 48 51 46 55 49 67 610 46 79 52 687 56 46 85 47 46 86 46 49 59 47 248 61 348 51 48 48 60 279 47 48
internal_value=0 -0.00141296 -0.00215709 -0.0110567 -0.000767485 -0.00155702 -0.000578683 0.00116617 -0.0107617 0.000362947 -0.00144984 0.00134082 -0.00931661 0.000768978 0.00707184 0.0129804 -0.00126198 0.000768254 0.00232642 0.00115083 0.00993148 0.0152053 0.00195568 -0.00251911 -0.000581793 -0.00534957 -0.00262764 -0.00870979 -0.000519563 0.00147092 -0.000398958 -0.0109398
internal_weight=0 1063 1015 137 878 827 772 659 113 2672 936 1736 206 730 178 132 552 1657 1136 984 152 106 935 503 409 154 521 134 387 327 103 94
internal_count=3735 1063 1015 137 878 827 772 659 113 2672 936 1736 206 730 178 132 552 1657 1136 984 152 106 935 503 409 154 521 134 387 327 103 94
is_linear=0
shrinkage=0.0995203


Tree=891
num_leaves=9
num_cat=0
split_feature=0 0 17 0 20 8 20 38
split_gain=0.291846 0.807574 0.424633 0.390901 0.344102 0.675368 0.35552 0.419715
threshold=-0.26289499999999993 -0.23177499999999998 0.6218950000000002 -0.229625 -0.23803499999999997 -0.020084999999999999 -0.15615999999999999 -0.08236499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -6 -8
right_child=1 2 -4 4 6 -7 7 -9
leaf_value=0.007581516638681958 -0.012790550592148999 0.0089111701172003826 -0.0083587781385665878 -0.002544532338692191 -0.0083666539527522919 0.01449666813358727 0.0086288332281457998 -0.00021576958698140778
leaf_weight=48 50 49 60 46 52 46 54 3330
leaf_count=48 50 49 60 46 52 46 54 3330
internal_value=0 -0.000228654 -5.57334e-05 8.33118e-05 -3.90655e-05 0.00596717 -0.000200123 -7.43903e-05
internal_weight=0 3687 3637 3577 3528 92 3436 3384
internal_count=3735 3687 3637 3577 3528 92 3436 3384
is_linear=0
shrinkage=0.0995203


Tree=892
num_leaves=11
num_cat=0
split_feature=35 20 20 26 20 10 17 11 10 27
split_gain=0.444038 0.508013 0.448467 0.655188 0.391854 0.380925 1.30374 0.621045 0.642172 0.484766
threshold=0.004000000000000001 0.13407000000000005 0.09327000000000002 0.083825000000000024 0.24030500000000005 0.08235000000000002 -0.047785000000000001 -0.11166 0.077800000000000022 -0.086859999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 7 -7 -1 9 -9
right_child=-2 4 3 -5 -6 6 -8 8 -10 -11
leaf_value=0.01069066529952898 -0.0093945422589697073 0.013319450816085961 -0.00037456425038741623 -0.015160698427364838 0.0018341225460029077 0.0036717014374632456 -0.01445061174759988 -0.0083039252137435023 0.011048528824469909 0.00037963175747292906
leaf_weight=59 47 51 84 46 70 88 71 65 55 3110
leaf_count=59 47 51 84 46 70 88 71 65 55 3110
internal_value=0 0.000339572 0.000124863 -0.00561288 0.00668181 0.000341431 -0.00441551 0.000571644 0.000386554 0.0002016
internal_weight=0 3699 3578 130 121 3448 159 3289 3230 3175
internal_count=3746 3699 3578 130 121 3448 159 3289 3230 3175
is_linear=0
shrinkage=0.0995203


Tree=893
num_leaves=9
num_cat=0
split_feature=8 19 26 26 21 0 0 8
split_gain=0.44688 0.341455 0.330151 0.299524 0.467005 0.447042 0.437185 0.292412
threshold=0.24853500000000003 0.13980000000000004 -0.236315 -0.22491999999999998 0.13765500000000006 -0.23998999999999998 -0.225295 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -6
right_child=-2 -3 3 4 7 6 -8 -9
leaf_value=0.0086129625528349255 -0.0076241739650082015 0.0085994892258739585 -0.0070934389301983564 0.0081545655860921738 0.011609683738708831 -0.0072490733193894177 6.4591553227428758e-05 0.0009228298200241765
leaf_weight=46 71 49 56 66 57 83 3272 46
leaf_count=46 71 49 56 66 57 83 3272 46
internal_value=0 0.000346903 0.000235156 0.000127279 0.000242256 4.32247e-05 -0.000116099 0.00684486
internal_weight=0 3675 3626 3580 3524 3421 3355 103
internal_count=3746 3675 3626 3580 3524 3421 3355 103
is_linear=0
shrinkage=0.0995203


Tree=894
num_leaves=13
num_cat=0
split_feature=8 5 7 26 5 0 9 8 26 26 0 4
split_gain=0.362368 0.406736 0.375395 0.457406 1.11452 1.69518 0.836177 0.807778 0.872721 0.79411 0.654013 0.852307
threshold=0.24853500000000003 0.6362850000000001 0.099030000000000021 0.086645000000000014 -0.074569999999999984 -0.14824999999999997 0.085765000000000022 -0.49499500000000002 0.085465000000000027 0.087170000000000011 0.048750000000000009 0.10098000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 -1 -9 -5 11 -11
right_child=-2 -3 -4 9 5 6 -8 8 -10 10 -12 -13
leaf_value=0.011198551902205069 -0.0068654150138803081 -0.0086932322107399901 -0.0075773138075627159 -0.010180415045996359 0.017982690074967372 0.0006849507185257577 0.0067719613723877586 -0.0031170213375607144 0.010150777705065799 -6.0187560504401203e-06 0.0099673828890703819 -0.010815209887083281
leaf_weight=48 71 49 57 82 76 717 325 664 53 1467 61 76
leaf_count=48 71 49 57 82 76 717 325 664 53 1467 61 76
internal_value=0 0.000312446 0.00043437 0.000562553 0.00162876 0.00363177 0.00258428 -0.00129744 -0.00213514 -0.000627751 -0.000138887 -0.000538953
internal_weight=0 3675 3626 3569 1883 1118 1042 765 717 1686 1604 1543
internal_count=3746 3675 3626 3569 1883 1118 1042 765 717 1686 1604 1543
is_linear=0
shrinkage=0.0995203


Tree=895
num_leaves=8
num_cat=0
split_feature=35 4 11 25 9 3 9
split_gain=0.342464 0.442389 0.623537 0.541573 0.397598 0.379827 0.438989
threshold=0.004000000000000001 0.15615500000000004 -0.15300499999999997 0.083740000000000023 -0.20504500000000001 0.14823500000000003 0.11582000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.010093710371770055 -0.0082825185170466442 0.0098600753600240013 -0.0076992847309642993 0.0089759971176646466 0.0003843988900597698 0.0079352185732178698 -0.0050202839662996327
leaf_weight=58 47 47 63 70 3242 63 156
leaf_count=58 47 47 63 70 3242 63 156
internal_value=0 0.00026608 0.000142384 0.000307802 0.000135386 0.000278236 0.000136032
internal_weight=0 3699 3652 3594 3524 3461 3398
internal_count=3746 3699 3652 3594 3524 3461 3398
is_linear=0
shrinkage=0.0995203


Tree=896
num_leaves=12
num_cat=0
split_feature=2 3 11 3 29 8 17 2 9 27 0
split_gain=0.367772 0.517602 0.575068 0.472204 1.04578 0.685601 1.4213 1.06215 0.68165 0.953712 1.33587
threshold=0.58516500000000016 -0.14674999999999996 -0.16409499999999999 0.11663500000000003 0.0035350000000000004 -0.092299999999999993 0.070205000000000017 0.11804000000000002 -0.093949999999999992 0.091025000000000009 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -7 -5 10 -10
right_child=-2 2 3 8 -6 7 -8 -9 9 -11 -12
leaf_value=0.0088455441108147743 -0.0087105757092025907 -0.0085420828256249203 0.0078991522141931038 0.012177651651692309 -0.011976946295364749 -0.00024171079795293245 -0.0047448389257925732 -0.015187335475679617 0.0060205700461928606 -0.0091440192714320172 -0.010754335843289485
leaf_weight=68 46 75 277 70 73 2510 129 48 323 69 55
leaf_count=68 46 75 277 70 73 2510 129 48 323 69 55
internal_value=0 0.000242953 8.15323e-05 0.000263747 -0.000209305 8.02423e-05 0.00387971 -0.000522481 0.00304417 0.00161204 0.00357761
internal_weight=0 3697 3629 3554 3037 2964 406 2558 517 447 378
internal_count=3743 3697 3629 3554 3037 2964 406 2558 517 447 378
is_linear=0
shrinkage=0.0995203


Tree=897
num_leaves=17
num_cat=0
split_feature=2 9 3 27 26 3 21 21 0 17 0 9 35 1 1 9
split_gain=0.301179 0.885303 0.708475 0.836946 2.04388 0.996901 0.693209 1.34338 0.947749 0.633727 0.673748 1.27057 0.653671 0.546619 0.872031 0.699868
threshold=-0.068279999999999993 0.079525000000000026 -0.13947499999999999 1.0000000180025095e-35 0.088605000000000017 0.12461000000000003 -0.047889999999999995 -0.089954999999999993 -0.23998999999999998 0.42451000000000011 0.099665000000000017 -0.22988499999999998 -0.081529999999999991 0.05340000000000001 -0.0064949999999999999 0.09649000000000002
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 13 7 -2 -8 10 11 -10 -13 14 -4 -15
right_child=6 2 3 4 -6 -7 8 -9 9 -11 -12 12 -14 15 -16 -17
leaf_value=0.011466534802647995 0.0041025028653026577 0.012651255567950253 -2.5456484902525873e-05 -0.020275354736151725 0.0057251857490316447 0.014953022980646881 0.013593517553396856 -0.017501091114356132 0.013032281173774045 -0.011821779242059297 -0.010171267441309844 0.010602699743566592 -0.001461946881195608 -0.00069134566720918439 0.0058119846854321833 -0.012471931234140053
leaf_weight=74 49 46 1694 63 57 47 46 68 71 51 66 47 826 169 298 71
leaf_count=74 49 46 1694 63 57 47 46 68 71 51 66 47 826 169 298 71
internal_value=0 0.000741868 0.000416942 0.000182012 -0.00791828 0.000608889 -0.00116103 -0.00844644 -0.000390282 -0.000997327 -0.000449934 0.000228868 -0.00081148 0.000306473 0.000847404 -0.00417985
internal_weight=0 2519 2445 2399 120 2279 1224 117 1107 1061 1010 944 873 2232 1992 240
internal_count=3743 2519 2445 2399 120 2279 1224 117 1107 1061 1010 944 873 2232 1992 240
is_linear=0
shrinkage=0.0995203


Tree=898
num_leaves=15
num_cat=0
split_feature=2 11 1 1 8 0 1 4 27 3 0 3 4 8
split_gain=0.336005 0.362094 0.519423 1.15556 0.999944 0.84898 0.790546 0.683472 0.443537 0.357512 1.85555 1.40362 1.39331 0.778616
threshold=0.58516500000000016 -0.16980999999999999 0.27552000000000004 0.41165000000000013 -0.08176499999999999 -0.1525 0.26753500000000008 0.13146500000000003 0.083925000000000013 0.11492500000000001 -0.13752999999999999 0.11360500000000003 0.10606500000000003 0.041960000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 8 -6 9 -7 -5 11 -11 12 -3 -12
right_child=-2 2 3 4 5 7 -8 -9 -10 10 13 -13 -14 -15
leaf_value=-0.0066780784220368183 -0.0083452370625753843 0.00048149938801931864 0.017884107846991529 0.0025514672566938788 -0.013448041849495483 0.0086785522484335333 -0.012980831676498281 -0.0059243758729040042 0.015651173802044532 0.021746851792824564 0.0027300572488263633 -0.017108344882918305 -0.011539769838048162 -0.0092495655240242714
leaf_weight=74 46 2695 51 49 53 65 46 62 54 46 289 48 99 66
leaf_count=74 46 2695 51 49 53 65 46 62 54 46 289 48 99 66
internal_value=0 0.000212897 0.000353872 0.00409324 0.00160507 -0.0028664 -2.56145e-05 0.00154312 0.00942723 0.000157895 0.00293983 -0.000234341 5.52557e-05 0.000500553
internal_weight=0 3697 3623 334 283 180 3289 127 103 3243 401 2842 2794 355
internal_count=3743 3697 3623 334 283 180 3289 127 103 3243 401 2842 2794 355
is_linear=0
shrinkage=0.0995203


Tree=899
num_leaves=16
num_cat=0
split_feature=8 1 8 8 8 21 9 6 6 21 22 3 30 21 29
split_gain=0.279465 1.05672 1.19971 0.731079 1.58837 1.088 1.19667 0.839509 0.642471 0.636766 0.444939 0.427653 1.80974 0.580925 0.547516
threshold=-0.409445 -0.013975 -0.49499500000000002 -0.092299999999999993 -0.091284999999999991 -0.0092899999999999996 -0.079864999999999992 0.09278500000000002 0.088915000000000022 0.015410000000000002 0.12975500000000004 0.14721500000000004 0.086370000000000016 0.13557500000000003 0.0035350000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -2 -7 8 9 -8 11 13 -13 14 -6
right_child=3 2 -4 4 10 6 7 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=0.0049923204292759878 -0.010097121794938576 -0.00095909232499214467 -0.022260119742517452 -0.017182714932569246 5.4870181627844751e-05 0.02053901407008665 -0.0010219269466513201 -0.0083116655750309198 0.015678832899058946 0.0085564985082424837 0.0091634478228650364 0.018611121864213598 -0.0074075606905997238 -0.010041658526148854 -0.0097991001426556892
leaf_weight=80 49 61 46 54 2754 47 142 50 52 133 52 55 51 60 57
leaf_count=80 49 61 46 54 2754 47 142 50 52 133 52 55 51 60 57
internal_value=0 -0.00365286 -0.0101242 0.000294173 -0.000264508 0.00393737 0.00556121 0.00369177 0.00552967 0.00360757 3.68343e-05 -0.000122308 0.00608498 -0.000351772 -0.000144652
internal_weight=0 187 107 3556 3083 473 424 377 327 275 3029 2977 106 2871 2811
internal_count=3743 187 107 3556 3083 473 424 377 327 275 3029 2977 106 2871 2811
is_linear=0
shrinkage=0.0995203


Tree=900
num_leaves=14
num_cat=0
split_feature=27 18 0 0 1 5 18 0 29 26 4 4 20
split_gain=0.657069 1.07508 0.532625 0.929636 0.593188 0.698638 0.912567 0.58461 0.383404 0.607938 0.457348 2.00446 1.20325
threshold=-0.01137 -1.0000000180025095e-35 0.047575000000000013 0.024745000000000007 -0.42149500000000001 0.18340500000000004 -0.098315 -0.014889999999999999 -0.08416499999999999 -0.093999999999999986 0.10477500000000002 0.095545000000000033 -0.089994999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -4 -7 8 9 -2 11 -10 -12
right_child=2 -3 4 -5 -6 6 -8 -9 10 -11 12 -13 -14
leaf_value=-0.0017936081806418742 0.0023083531280614555 0.019157409273377345 0.017469844170400903 -0.014193437057260866 -0.0035919884323354213 0.011708075678820732 -0.0034329404630098078 0.0080984954788337164 -9.9312035150340403e-05 -0.012597644978713463 -0.01017027288755867 -0.016186453406514943 0.0053486711403362523
leaf_weight=50 48 47 48 47 71 75 83 84 2653 62 58 79 336
leaf_count=50 48 47 48 47 71 75 83 84 2653 62 58 79 336
internal_value=0 0.00834948 5.00105e-05 -0.000294867 0.00424504 0.00695012 0.00374907 -9.78637e-05 -0.000310878 -0.00608577 -0.000107405 -0.000564796 0.00306208
internal_weight=0 97 3644 3367 277 206 158 3320 3236 110 3126 2732 394
internal_count=3741 97 3644 3367 277 206 158 3320 3236 110 3126 2732 394
is_linear=0
shrinkage=0.0995203


Tree=901
num_leaves=16
num_cat=0
split_feature=27 17 7 0 0 3 5 4 26 0 9 1 0 27 27
split_gain=0.53268 1.72911 0.510848 0.798618 0.849359 1.76875 1.04045 0.651844 0.767888 0.759609 0.73132 0.641136 0.595999 0.54999 1.64351
threshold=-0.01137 -0.078119999999999995 -0.040094999999999999 -0.071484999999999993 -0.076154999999999987 0.094045000000000031 0.0076350000000000012 0.14699000000000004 -0.14224499999999998 -0.069955000000000003 0.084155000000000021 -0.15353499999999998 -0.106285 0.10206500000000003 0.084940000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 11 -6 -7 8 -5 -10 -11 -4 -2 14 -13
right_child=2 -3 3 7 5 6 -8 -9 9 10 -12 13 -14 -15 -16
leaf_value=-0.0056201506123754637 0.00080026696777026995 0.020946301154840242 0.011123353148426421 0.014636432086766762 -0.020852894290166006 0.0074558286336119219 -0.01039942346442444 0.013806952263019345 0.012615539051424648 0.0044632480554235125 -0.001824250761560001 -0.00070926675046469425 -0.015118566972030574 -0.0097844285029724237 0.012032649995067314
leaf_weight=49 46 48 49 46 62 73 58 50 56 299 473 2220 47 60 105
leaf_count=49 46 48 49 46 62 73 58 50 56 299 473 2220 47 60 105
internal_value=0 0.0075177 4.49664e-05 0.000235882 -0.000649005 -0.007004 -0.000443302 0.00275257 0.00211923 0.00142284 0.000609873 -0.00014476 -0.00723594 -0.000376608 -0.000133473
internal_weight=0 97 3644 3551 2627 193 131 924 874 828 772 2434 93 2385 2325
internal_count=3741 97 3644 3551 2627 193 131 924 874 828 772 2434 93 2385 2325
is_linear=0
shrinkage=0.0995203


Tree=902
num_leaves=10
num_cat=0
split_feature=35 4 7 1 6 3 6 3 3
split_gain=0.372066 0.450568 0.45971 0.424905 0.522572 0.370591 2.17527 1.07754 0.321595
threshold=0.004000000000000001 0.14903500000000006 -0.074334999999999998 0.50996500000000011 -0.40707999999999994 0.14058000000000004 -0.034094999999999993 0.13345500000000002 0.12651000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 -6 -5
right_child=-2 -3 3 8 5 6 -8 -9 -10
leaf_value=-0.0078696813436914797 -0.0086793709677876908 0.0083524815707671785 -0.0089918059469923563 0.011068810292545684 0.00031146618363608842 0.020192096648902803 -0.0053796977394221061 -0.014710722461918868 0.00017303517438640843
leaf_weight=69 46 68 61 63 3204 57 78 48 47
leaf_count=69 46 68 61 63 3204 57 78 48 47
internal_value=0 0.000326139 0.000175433 0.000331682 0.000137186 0.000301842 0.00541122 8.94845e-05 0.00642079
internal_weight=0 3695 3627 3558 3448 3387 135 3252 110
internal_count=3741 3695 3627 3558 3448 3387 135 3252 110
is_linear=0
shrinkage=0.0995203


Tree=903
num_leaves=21
num_cat=0
split_feature=27 17 1 27 3 17 17 3 6 4 1 2 1 1 26 26 0 0 26 17
split_gain=0.431108 1.37799 0.429471 0.891624 0.922181 1.05198 2.48433 1.87001 1.16255 0.725588 0.678896 1.6982 1.03079 0.983043 1.65966 1.67022 0.783872 1.8715 0.753264 0.271425
threshold=-0.01137 -0.078119999999999995 -0.091829999999999995 0.08427500000000003 0.11426500000000002 -0.16207999999999997 -0.41426000000000002 0.096265000000000031 0.004915000000000001 0.085720000000000018 -0.087484999999999993 -0.084114999999999981 -0.085574999999999998 -0.082344999999999988 0.092955000000000024 0.088325000000000028 -0.087614999999999985 -0.085349999999999995 0.096980000000000025 -0.069799999999999987
decision_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 6 8 9 -2 -7 11 19 -12 14 15 -14 18 -18 -15 -4
right_child=2 -3 10 -5 -6 7 -8 -9 -10 -11 12 -13 13 16 -16 -17 17 -19 -20 -21
leaf_value=-0.0049850613004280104 -0.0019105940646655208 0.01873012849513794 0.0056449284983851843 -0.0090834513477511761 -0.0064260677248625464 0.0023971846523576073 -0.020066404844861573 0.026590356450163399 0.014715804265196777 0.015637036442487699 0.011804454171683059 -0.02020972299462034 -0.0042909659285200203 -0.0028323380081792457 0.0072530358995048297 -0.028629775737431015 0.010995831986280059 0.00022499969392566791 0.0056387748034636238 -0.0046088604906280748
leaf_weight=49 92 48 56 61 79 182 48 50 76 53 70 59 67 998 50 48 182 1310 116 47
leaf_count=49 92 48 56 61 79 182 48 50 76 53 70 59 67 998 50 48 182 1310 116 47
internal_value=0 0.00674185 1.92203e-05 0.00235794 0.00356267 0.00513938 -9.51912e-05 0.0091095 0.005606 0.00538668 -0.000479714 -0.00674614 -0.000122101 -0.000423681 -0.00787317 -0.0144569 4.76726e-05 0.00153942 -0.00194951 0.000958067
internal_weight=0 97 3644 641 580 501 216 285 168 235 3003 162 2841 2771 165 115 2606 1492 1114 103
internal_count=3741 97 3644 641 580 501 216 285 168 235 3003 162 2841 2771 165 115 2606 1492 1114 103
is_linear=0
shrinkage=0.0995203


Tree=904
num_leaves=12
num_cat=0
split_feature=1 0 0 0 9 5 1 2 20 1 9
split_gain=0.666827 1.76521 0.363825 0.333908 0.664177 0.642609 0.556588 0.609085 2.08226 0.953075 0.268949
threshold=-0.51253999999999988 0.061855000000000014 -0.23998999999999998 0.099665000000000017 -0.22988499999999998 0.62720500000000012 -0.37983499999999998 -0.0023849999999999995 -0.072834999999999997 -0.15528499999999998 0.092605000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 10 -6 9 -9 -8 -5
right_child=2 -3 3 5 6 -7 7 8 -10 -11 -12
leaf_value=-0.022494065475576221 0.0068608798151137719 0.0030691768620666675 0.0094014676860756999 -0.015017807863435933 0.0081669732412468984 0.0041830944752458835 -0.012522759587174637 0.0074235946920583398 -0.0088004337809401544 0.00036580040300241996 -0.0044492235947050955
leaf_weight=47 74 62 73 47 77 51 58 110 272 2803 49
leaf_count=47 74 62 73 47 77 51 58 110 272 2803 49
internal_value=0 -0.007946 -4.51827e-05 -0.000189778 1.11638e-05 -0.00483341 -0.000195063 -0.000393859 -0.00412645 0.000104229 -0.00963196
internal_weight=0 109 3614 3540 3393 147 3320 3243 382 2861 96
internal_count=3723 109 3614 3540 3393 147 3320 3243 382 2861 96
is_linear=0
shrinkage=0.0995203


Tree=905
num_leaves=23
num_cat=0
split_feature=1 0 18 18 2 8 18 5 5 1 0 21 6 0 4 8 29 0 26 18 0 0
split_gain=0.540598 1.43146 0.315377 0.896314 1.15134 1.10991 1.06846 0.863245 1.04868 0.652706 0.58949 2.26497 2.0458 0.98298 1.29944 1.34175 1.66982 0.518202 0.819387 0.670632 0.840042 0.772702
threshold=-0.51253999999999988 0.061855000000000014 0.09729500000000002 0.10698500000000001 -0.080329999999999999 -0.075129999999999988 0.11570500000000002 -0.072535000000000002 -0.053109999999999997 -0.081594999999999987 -0.18357499999999999 -0.0022649999999999997 -0.095554999999999987 -0.13752999999999999 0.077430000000000013 -0.014854999999999998 -0.078484999999999985 -0.110495 0.0054200000000000012 1.0000000180025095e-35 -0.071799999999999989 -0.086589999999999986
decision_type=2 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 9 -4 -6 -8 -9 -5 11 -2 -13 14 -12 16 -16 18 -15 21 -21 -19
right_child=2 -3 3 4 6 -7 7 8 -10 -11 13 12 -14 17 15 -17 -18 19 -20 20 -22 -23
leaf_value=-0.020255452966685024 -0.010205400147387191 0.0027637320021710737 -0.0012140562238695293 -0.0010556282039706519 0.010230196972941851 -0.020803225778531369 -0.014574237610466443 0.0068431912529500873 -0.0081095720687160561 0.01392576133332927 0.0077121159083949307 0.0039646638942778941 0.029927815333160919 0.015218605294965045 -0.0015697414212601057 0.0033557729016185935 -0.024124497890896105 -0.0037544008577699859 -0.00061973851256726825 0.0013507737240992831 0.011927225430308511 0.00064099865685073216
leaf_weight=47 61 62 64 47 49 52 78 77 117 74 53 87 46 60 54 54 82 531 70 300 99 1559
leaf_count=47 61 62 64 47 49 52 78 77 117 74 53 87 46 60 54 54 82 531 70 300 99 1559
internal_value=0 -0.00715447 -4.06186e-05 -0.00221649 -0.000171254 -0.0100025 -0.00329155 -0.00573046 -0.00217049 0.00809978 0.000356409 0.00566534 0.0129506 -3.16999e-06 -0.00605845 -0.00990402 -0.015175 0.000558347 0.00668397 0.000238078 0.00397706 -0.000475336
internal_weight=0 109 3614 558 442 116 321 272 194 121 3056 194 133 2862 243 190 136 2619 130 2489 399 2090
internal_count=3723 109 3614 558 442 116 321 272 194 121 3056 194 133 2862 243 190 136 2619 130 2489 399 2090
is_linear=0
shrinkage=0.0995203


Tree=906
num_leaves=11
num_cat=0
split_feature=1 3 12 3 8 12 9 2 21 23
split_gain=0.438252 0.533178 0.279151 0.336264 0.533486 0.476403 0.507235 0.394191 1.61433 0.771269
threshold=-0.51253999999999988 0.093715000000000021 0.094205000000000025 -0.0043349999999999994 -0.014194999999999999 -0.035284999999999997 -0.22988499999999998 0.14685000000000001 0.092005000000000017 0.084760000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -5 -7 9 -9 -8
right_child=2 -3 -4 5 -6 6 7 8 -10 -11
leaf_value=0.00069831717468685011 0.013326689785207841 -0.013213838378221364 -0.0072061146831771342 -0.0095481620677551858 -0.0012099001524734671 0.010102421505936649 -6.0057680631453871e-05 0.0033844911218885321 -0.018542385253668962 0.012782491354408827
leaf_weight=53 48 56 53 52 52 49 3174 84 55 47
leaf_count=53 48 56 53 52 52 49 3174 84 55 47
internal_value=0 -0.0064417 -3.65311e-05 6.99473e-05 0.00575948 -9.42061e-05 4.97621e-05 -9.65957e-05 -0.00528573 0.000127084
internal_weight=0 109 3614 3561 100 3461 3409 3360 139 3221
internal_count=3723 109 3614 3561 100 3461 3409 3360 139 3221
is_linear=0
shrinkage=0.0995203


Tree=907
num_leaves=9
num_cat=0
split_feature=11 12 35 38 3 2 3 27
split_gain=0.375801 0.479623 0.461883 1.13787 0.44627 0.976923 0.404803 0.362224
threshold=0.092640000000000014 1.0000000180025095e-35 -0.082275000000000001 -0.05851 0.083055000000000018 -0.088114999999999985 0.083725000000000022 0.11510000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6 -8
right_child=-2 -3 3 4 6 -7 7 -9
leaf_value=-0.0091893336525547716 -0.0090447819635224684 0.0096911849202360057 0.013867994196399591 0.0018487445684998618 0.0087796691374210697 -0.017372179617766156 -0.00037356589487527384 0.0078431689359188417
leaf_weight=56 47 49 57 59 50 47 3304 54
leaf_count=56 47 49 57 59 50 47 3304 54
internal_value=0 -8.86741e-05 -0.000221024 -8.01544e-05 -0.000306638 -0.00666602 -0.0001086 -0.000241189
internal_weight=0 3676 3627 3571 3514 106 3408 3358
internal_count=3723 3676 3627 3571 3514 106 3408 3358
is_linear=0
shrinkage=0.0995203


Tree=908
num_leaves=9
num_cat=0
split_feature=35 29 27 0 0 29 26 8
split_gain=0.531126 0.407617 0.36838 0.364306 0.74716 0.366059 1.44215 0.379934
threshold=0.004000000000000001 -0.091704999999999995 -0.095019999999999993 -0.26289499999999993 -0.23177499999999998 0.0035350000000000004 0.0054200000000000012 -0.51030999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 7 -7 -6
right_child=-2 2 3 4 5 6 -8 -9
leaf_value=-0.0069232360819451938 -0.010716554038063314 0.0086597815327438595 0.0084934493426337288 -0.012478670477462671 0.0090028184614235306 -0.016333452704070543 0.0060601951829654952 8.4197140019179472e-05
leaf_weight=84 47 49 49 48 48 59 55 3303
leaf_count=84 47 49 49 48 48 59 55 3303
internal_value=0 -6.97398e-05 8.94614e-05 -2.8205e-05 -0.0001473 2.32883e-05 -0.00552232 0.000212193
internal_weight=0 3695 3611 3562 3513 3465 114 3351
internal_count=3742 3695 3611 3562 3513 3465 114 3351
is_linear=0
shrinkage=0.0995203


Tree=909
num_leaves=9
num_cat=0
split_feature=35 20 0 0 20 21 20 29
split_gain=0.430674 0.340577 0.597383 0.433808 1.08518 0.558002 0.947682 0.403181
threshold=0.004000000000000001 -0.24910499999999999 -0.25289499999999993 -0.225295 -0.028439999999999997 -0.096850000000000006 -0.15398499999999998 -0.091704999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -8
right_child=-2 2 3 5 -6 6 7 -9
leaf_value=-0.0067464539715075909 -0.0096500405768795428 0.010181518563130073 0.0033972394297981114 -0.01033836176497893 -0.017343472905290869 0.011796380976534902 -0.007809564919404292 0.00016607269876297654
leaf_weight=74 47 57 52 50 48 69 64 3281
leaf_count=74 47 57 52 50 48 69 64 3281
internal_value=0 -6.27331e-05 7.36317e-05 -8.77969e-05 -0.00655012 9.85236e-05 0.000251618 1.32297e-05
internal_weight=0 3695 3621 3564 100 3464 3414 3345
internal_count=3742 3695 3621 3564 100 3464 3414 3345
is_linear=0
shrinkage=0.0995203


Tree=910
num_leaves=11
num_cat=0
split_feature=11 5 30 23 4 23 27 27 4 27
split_gain=0.321836 1.09834 0.788093 0.410281 0.368731 0.391064 0.273948 0.607038 0.691029 0.369491
threshold=-0.075149999999999981 -0.0089549999999999994 0.085055000000000019 -0.068919999999999995 0.14154500000000006 0.084760000000000016 0.10705500000000003 0.087140000000000009 0.11230000000000002 0.081990000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 7 9 -9 -5
right_child=3 -3 -4 4 -6 -7 -8 8 -10 -11
leaf_value=-0.015846450604189273 0.0093944720852899271 0.0061103626914257156 -0.00047098137229758906 -6.2057131176283654e-05 -0.0077356879288571984 0.0083186681130053685 -0.0069073829188102251 0.013472688955952444 -0.0020632878831466058 -0.0081474036048901077
leaf_weight=77 46 70 58 3143 61 56 57 69 48 57
leaf_count=77 46 70 58 3143 61 56 57 69 48 57
internal_value=0 -0.00399887 -0.00924676 5.6847e-05 -6.59581e-05 7.02038e-05 -6.64576e-05 5.08515e-05 0.00709196 -0.000206333
internal_weight=0 205 135 3537 3491 3430 3374 3317 117 3200
internal_count=3742 205 135 3537 3491 3430 3374 3317 117 3200
is_linear=0
shrinkage=0.0995203


Tree=911
num_leaves=12
num_cat=0
split_feature=35 23 8 2 4 2 22 4 35 3 8
split_gain=0.286212 0.248851 0.388394 0.68433 0.62583 0.605185 0.446952 0.621649 0.544568 0.580355 0.226961
threshold=0.004000000000000001 1.0000000180025095e-35 -0.39070999999999995 0.42136500000000005 0.11394500000000003 0.13896000000000006 0.09086000000000001 0.091750000000000012 -0.082275000000000001 -0.0043349999999999994 -0.079049999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 10 -4 -10 -8
right_child=-2 -3 5 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.0016364119372151503 -0.0078660825162270923 -0.0059277813321004956 -0.0097326493800667813 -0.0045020027773564003 0.015908665827207871 -0.010340384260277566 0.004478781815823972 0.013026705889665037 0.0092239387478229278 -0.00027778515057671766 -0.0048454933639140224
leaf_weight=61 47 70 59 56 61 57 59 61 65 3100 46
leaf_count=61 47 70 59 56 61 57 59 61 65 3100 46
internal_value=0 -5.0346e-05 6.29236e-05 0.00459628 0.00877925 -0.000170938 0 0.00503605 -0.000259245 -8.23883e-05 0.000386064
internal_weight=0 3695 3625 178 122 3447 3390 166 3224 3165 105
internal_count=3742 3695 3625 178 122 3447 3390 166 3224 3165 105
is_linear=0
shrinkage=0.0995203


Tree=912
num_leaves=14
num_cat=0
split_feature=4 21 21 20 1 1 5 17 26 6 6 5 18
split_gain=0.998814 0.294474 0.857919 0.622665 0.555994 1.05036 1.56606 0.452703 0.339369 1.77436 1.02869 0.325643 0.623166
threshold=0.15730000000000002 0.11280000000000003 0.10940500000000002 0.10634000000000003 0.024780000000000007 0.10055500000000002 0.5124350000000002 0.51775000000000015 0.088325000000000028 -0.092579999999999996 0.085845000000000019 0.26676500000000009 0.13266500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 11 6 -6 8 10 -10 -1 12 -3
right_child=-2 4 -4 -5 5 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0010860825138966244 -0.014767875497552051 0.018050228948813096 -0.013407175243803525 0.0081346341267235084 -0.01807050067598397 0.007710869730940509 0.003460222505030335 0.0065407966050122475 -0.013396450868153498 -0.0007056224595488349 0.0045342191936971173 0.00040819356932607326 0.0028235034655190224
leaf_weight=1512 47 51 50 85 61 88 74 88 122 1035 410 51 56
leaf_count=1512 47 51 50 85 61 88 74 88 122 1035 410 51 56
internal_value=0 -0.00016727 -0.000469757 -0.000270591 0.00245214 -0.000744621 -0.00626241 -0.000496439 -0.000697834 -0.00204452 0.000112411 0.0069692 0.0100888
internal_weight=0 3683 3302 3252 381 223 135 3167 3079 1157 1922 158 107
internal_count=3730 3683 3302 3252 381 223 135 3167 3079 1157 1922 158 107
is_linear=0
shrinkage=0.0995203


Tree=913
num_leaves=10
num_cat=0
split_feature=24 12 11 9 11 7 5 0 5
split_gain=0.557248 0.683548 0.450859 0.860245 0.840824 0.655993 0.423596 1.1913 0.811939
threshold=-0.070599999999999996 0.094205000000000025 -0.11166 -0.20504500000000001 -0.39817999999999998 0.093110000000000012 -0.096354999999999996 -0.092134999999999995 -0.094469999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 -5 -8
right_child=1 -3 3 5 -6 -7 8 -9 -10
leaf_value=-0.010546912015855359 -0.0025014354593449993 -0.012096468956082036 -0.011042978934085505 -0.0006077747986318829 0.016212613794841221 0.011828572135092948 -0.013523088979984318 0.0084499573864815665 -0.00046324848941952496
leaf_weight=52 48 47 71 487 47 46 48 204 2680
leaf_count=52 48 47 71 487 47 46 48 204 2680
internal_value=0 -0.000171559 -1.69762e-05 -0.000198972 0.00674848 2.29922e-05 -0.000135603 0.0020651 -0.000693341
internal_weight=0 3678 3631 3536 95 3465 3419 691 2728
internal_count=3730 3678 3631 3536 95 3465 3419 691 2728
is_linear=0
shrinkage=0.0995203


Tree=914
num_leaves=13
num_cat=0
split_feature=4 9 2 22 1 22 9 9 19 9 18 0
split_gain=0.818046 0.362789 0.285042 0.332926 0.533755 0.562292 0.370567 0.89514 0.772046 0.888132 0.686056 0.231083
threshold=0.15730000000000002 -0.26414499999999996 0.35004500000000011 0.088845000000000021 -0.047889999999999995 0.10170500000000003 0.097680000000000031 0.098720000000000016 -0.09028499999999999 0.096535000000000024 -0.41265499999999994 -0.10148
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 8 -8 -3 -10 -9 -7
right_child=-2 2 -4 4 5 11 7 10 9 -11 -12 -13
leaf_value=0.008216655544675747 -0.013331764986218322 0.011948200053732084 -0.0076235307625750464 0.01263614090178114 0.010470834681889748 0.0026120905060920191 0.014696552717388831 -0.010851759527261702 -0.00075674693160810986 -0.011882531194076148 0.001919105545522439 -0.0058270223316923388
leaf_weight=51 47 46 51 50 46 55 50 46 2697 73 441 77
leaf_count=51 47 46 51 50 46 55 50 46 2697 73 441 77
internal_value=0 -0.00011828 -0.000235544 -0.000130096 0.00354943 0.000992376 -0.000380544 0.00201485 -0.000837626 -0.00105025 0.000711141 -0.00230452
internal_weight=0 3683 3632 3581 228 178 3353 537 2816 2770 487 132
internal_count=3730 3683 3632 3581 228 178 3353 537 2816 2770 487 132
is_linear=0
shrinkage=0.0995203


Tree=915
num_leaves=10
num_cat=0
split_feature=4 9 11 5 4 26 20 20 30
split_gain=0.663327 0.294171 0.290203 0.438818 0.327058 0.988967 0.748039 0.737883 0.638339
threshold=0.15730000000000002 -0.26414499999999996 -0.15300499999999997 -0.55105499999999996 0.11092500000000002 -0.076124999999999998 0.10881000000000003 0.16248000000000004 0.086935000000000026
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 -6 -7 8 -5
right_child=-2 2 3 4 5 6 -8 -9 -10
leaf_value=0.0073989328706856004 -0.01200498577373176 -0.0065122919089377921 0.0095706069428936145 -0.00031638506507576842 -0.012442146209108412 0.0026100560338462296 -0.010741539930967168 0.011860683159913918 0.0089772727336475556
leaf_weight=51 47 71 46 3044 85 207 52 52 75
leaf_count=51 47 71 46 3044 85 207 52 52 75
internal_value=0 -0.000106442 -0.000212057 -8.62119e-05 -0.000212821 -0.00312751 -6.7414e-05 0.000103114 -9.26456e-05
internal_weight=0 3683 3632 3561 3515 344 259 3171 3119
internal_count=3730 3683 3632 3561 3515 344 259 3171 3119
is_linear=0
shrinkage=0.0995203


Tree=916
num_leaves=28
num_cat=0
split_feature=18 9 8 8 5 8 18 4 8 18 8 0 7 8 1 5 8 18 17 1 0 1 1 0 17 5 9
split_gain=0.445559 1.14463 1.41706 1.34872 1.8527 0.941844 0.93713 0.71202 0.688194 0.686573 0.801055 0.641084 1.20943 1.01143 1.64825 2.64483 0.867946 0.732697 0.622865 1.47222 0.605708 0.565645 0.513423 0.500493 1.01613 0.792985 0.489302
threshold=0.088735000000000022 0.094085000000000016 -0.080835000000000004 -0.07106999999999998 -0.049719999999999993 -0.055085000000000002 0.082540000000000016 0.084900000000000017 -0.085165000000000005 0.0057900000000000009 -0.071594999999999992 -0.063914999999999986 -1.0000000180025095e-35 -0.067719999999999989 -0.08616 -0.11065499999999999 -0.014194999999999999 -0.24388499999999999 0.10932500000000002 -0.010395 -0.087084999999999982 -0.072579999999999992 -0.052259999999999994 -0.080614999999999992 -0.47196999999999995 -0.0042299999999999994 0.085525000000000032
decision_type=2 2 2 2 2 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 8 7 21 9 -5 18 11 -11 12 -1 14 -13 -16 -15 -18 19 26 -8 -4 -7 24 -14 -25 -2
right_child=1 2 5 4 -6 22 20 -9 -10 10 -12 13 23 16 15 -17 17 -19 -20 -21 -22 -23 -24 25 -26 -27 -28
leaf_value=0.017033768038445592 0.0068759415484242851 0.017918139762791815 0 -0.010581339983711916 -0.02584562685907503 0.012948121860578204 0.015914814563920816 0.0051775071823542537 0.0070183581608511533 -0.017538438807221605 0.00064402627088925267 0.0055275402956030178 -0.011220611072986273 0.012113880486954047 -0.001129529145930156 -0.033054567450328413 0.0078226344065196324 -0.0044602712728770673 0.0051183607969761931 -0.021224093328393638 0.0026442442310451388 -0.014882571545798105 0.00038323943734975587 0.0090939736766867552 0.00057195325803720992 0.00087638944572819794 -0.0050240459349537121
leaf_weight=47 48 52 50 74 61 52 62 46 79 46 50 49 76 52 53 50 61 227 64 49 76 51 85 172 1515 360 119
leaf_count=47 48 52 50 74 61 52 62 46 79 46 50 49 76 52 53 50 61 227 64 49 76 51 85 172 1515 360 119
internal_value=0 -0.00200658 0.00303486 -0.00471554 -0.0117207 -0.000213516 0.00060886 -0.00453363 -0.00118143 0.0002081 -0.00805988 0.000506577 0.00124223 -0.00273639 -0.00948516 -0.0166351 0.000278299 -0.00185584 -0.00349787 -0.00605462 0.00861232 -0.00750824 0.00515837 0.00089224 8.12295e-06 0.00353474 -0.00159879
internal_weight=0 830 290 540 181 238 2896 120 359 2758 96 2662 2170 492 152 103 340 288 280 216 138 101 137 2123 1591 532 167
internal_count=3726 830 290 540 181 238 2896 120 359 2758 96 2662 2170 492 152 103 340 288 280 216 138 101 137 2123 1591 532 167
is_linear=0
shrinkage=0.0995203


Tree=917
num_leaves=14
num_cat=0
split_feature=1 9 30 9 8 20 30 8 4 3 27 4 29
split_gain=0.383106 0.333576 0.940768 0.876982 0.709783 1.01206 0.691303 0.860857 0.679953 0.785706 0.949601 0.736162 0.327411
threshold=-0.55579999999999996 -0.040564999999999997 0.080210000000000017 -0.25326499999999996 -0.16443499999999997 -0.066104999999999983 0.086935000000000026 -0.083135000000000001 0.13630500000000004 0.0040650000000000009 0.092265000000000028 0.089610000000000009 -0.062399999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 -4 -8 9 -6 11 -11 -9
right_child=1 4 6 -5 8 -7 7 12 -10 10 -12 -13 -14
leaf_value=-0.0086288599309841344 0.00050226934995803094 0.0041741447067579034 -0.0092320780282056439 0.016688068634417998 -0.010440415860726275 -0.014382910986327827 0.011498589335417211 0.0013280504248934634 0.011276386392270236 0.00046494583667394982 0.013354908742166055 -0.0045543742775425947 -0.0089341575087782399
leaf_weight=50 59 46 68 76 71 79 68 89 53 2642 53 325 47
leaf_count=50 59 46 68 76 71 79 68 89 53 2642 53 325 47
internal_value=0 0.000141497 0.0028284 0.00962034 -0.00019278 -0.00754737 -0.000539587 0.0023539 9.93654e-05 -9.20173e-05 0.000151002 -8.45859e-05 -0.00221243
internal_weight=0 3676 407 135 3269 125 272 204 3144 3091 3020 2967 136
internal_count=3726 3676 407 135 3269 125 272 204 3144 3091 3020 2967 136
is_linear=0
shrinkage=0.0995203


Tree=918
num_leaves=9
num_cat=0
split_feature=18 21 27 20 38 17 36 10
split_gain=0.39886 0.431435 0.423142 0.41837 0.641622 0.622715 0.498827 0.469665
threshold=0.24916000000000005 0.16638500000000003 -0.089394999999999988 -0.15615999999999999 -0.082614999999999994 -0.015464999999999998 0.088530000000000025 0.088630000000000028
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 7 -6
right_child=-2 -3 3 4 6 -7 -8 -9
leaf_value=0.008200877620456664 -0.0065607758501110384 0.0090960362175032897 -0.014964884637882951 0.011070297375437422 0.00027103101183387874 0.00030499751352151361 -0.0098370834070275488 -0.0073107851953090122
leaf_weight=62 89 53 46 52 3228 62 51 83
leaf_count=62 89 53 46 52 3228 62 51 83
internal_value=0 0.000182553 5.05123e-05 -9.27314e-05 9.99526e-05 -0.00619127 -6.94822e-05 8.0723e-05
internal_weight=0 3637 3584 3522 3414 108 3362 3311
internal_count=3726 3637 3584 3522 3414 108 3362 3311
is_linear=0
shrinkage=0.0995203


Tree=919
num_leaves=21
num_cat=0
split_feature=18 18 26 0 1 20 2 19 1 0 0 1 18 18 0 8 2 8 7 21
split_gain=0.339555 0.763834 0.999625 0.747607 1.59776 0.874247 2.91409 1.10063 1.41806 0.798027 1.42992 0.559744 0.557199 1.37289 0.564224 1.00425 0.957981 0.867418 0.667394 0.335425
threshold=0.088735000000000022 0.082540000000000016 0.087495000000000031 0.11291000000000002 -0.215865 -0.066104999999999983 -0.0083149999999999995 0.093930000000000027 -0.0084199999999999987 -0.071799999999999989 -0.07664 -0.072579999999999992 0.0089800000000000036 1.0000000180025095e-35 0.099665000000000017 -0.186225 -0.13088999999999998 -0.42441999999999996 0.057265000000000017 0.094640000000000016
decision_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 -3 4 -2 7 9 8 -6 10 -7 -11 13 14 15 17 -16 -1 -17 -9
right_child=3 2 -4 -5 5 6 -8 19 -10 11 -12 -13 -14 -15 16 18 -18 -19 -20 -21
leaf_value=0.0022297560235728011 -0.019918006348266737 0.001656571864628054 0.01954112450023934 0.0099147712220674714 -0.0024255125457985213 0 -0.022583630157383371 -0.0099729350695349009 0.019970992437353549 0.013623277742552569 -0.016701268570844981 0.00027734808792602634 -0.0077181363566057194 0.016278029083591161 0.00084784447746355464 0.00028419618208809597 -0.016919075869714303 0.018037173751008228 -0.0080245909841427498 0.0019081441264479808
leaf_weight=87 49 91 47 51 48 262 69 46 67 55 63 72 86 53 73 2251 51 57 100 48
leaf_count=87 49 91 47 51 48 262 69 46 67 55 63 72 86 53 73 2251 51 57 100 48
internal_value=0 0.000527972 0.00775362 -0.00175525 -0.00252032 -0.00135141 -0.00353358 0.00408445 0.0106158 -0.000623682 -0.00323936 0.00606353 0.000166131 0.000420197 9.89738e-05 0.000424927 -0.00645292 0.00849255 -6.88708e-05 -0.00389729
internal_weight=0 2896 138 830 779 730 521 209 115 452 325 127 2758 2672 2619 2495 124 144 2351 94
internal_count=3726 2896 138 830 779 730 521 209 115 452 325 127 2758 2672 2619 2495 124 144 2351 94
is_linear=0
shrinkage=0.0995203


Tree=920
num_leaves=26
num_cat=0
split_feature=18 5 5 6 5 1 9 18 18 5 18 21 18 18 5 2 18 2 9 1 11 7 3 1 2
split_gain=0.376657 0.849134 0.370384 1.10005 1.55918 1.11006 1.18563 2.12639 0.920782 0.906114 1.45369 0.91051 0.75636 0.959515 0.609719 2.19543 3.36252 1.16169 1.76956 0.612079 0.457309 0.821687 0.448832 0.441118 0.378511
threshold=0.18126000000000006 0.057175000000000011 0.030400000000000007 -0.011749999999999998 0.22078000000000006 -0.081594999999999987 0.086070000000000021 -0.093649999999999997 -0.064960000000000004 0.41488500000000011 -0.42248000000000002 0.10366000000000002 -0.050324999999999995 -0.112385 -1.0000000180025095e-35 -0.085089999999999985 -0.065634999999999985 -0.14884499999999998 0.09055500000000001 -0.10771499999999999 -0.100185 0.073820000000000011 0.11816500000000002 -0.50158499999999984 -0.10077999999999999
decision_type=2 2 2 2 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 14 4 -4 6 7 -5 -7 11 22 -6 13 -8 17 -16 -17 18 -1 -19 -21 -22 -11 -9 -14
right_child=1 -3 3 5 9 8 12 23 -10 10 -12 -13 24 -15 15 16 -18 19 -20 20 21 -23 -24 -25 -26
leaf_value=-0.00015461652300722962 -0.0023391319952029066 0.014124725972967917 0.016709565743572026 0.0037486360404457783 -0.013005170358506318 -0.0043833134286897701 0.0099089951698515394 -0.010702746686307676 -0.019653518667924155 0.0058219677257848644 0.019950631728679658 0.0023575910590923053 0.016626489063372489 -0.0075463526708602728 -0.010924837436688449 -0.0051772293800867245 0.02589697385849872 -0.0098139853594094405 0.024205132972182328 -0.0077344492394021223 0.00010143921528645975 0.013541893021636969 -0.007236393282874419 -0.024032998155915766 0.0038310520566981177
leaf_weight=72 63 61 65 89 80 86 48 49 72 48 46 73 46 89 54 60 81 63 50 71 2191 46 57 50 46
leaf_count=72 63 61 65 89 80 86 48 49 72 48 46 73 46 89 54 60 81 63 50 71 2191 46 57 50 46
internal_value=0 0.00575342 0.000175176 -0.00152041 0.00271908 -0.00424247 -0.0015486 -0.00740669 -0.0113471 -0.000269614 0.00519675 -0.00566988 0.00325709 -0.00142463 0.000770953 0.00613048 0.0126681 0.000351408 0.00982218 -0.000135566 0.000128265 0.000378185 -0.00125906 -0.0174435 0.0102377
internal_weight=0 124 3632 944 369 575 417 188 158 304 151 153 229 137 2688 195 141 2493 122 2371 2308 2237 105 99 92
internal_count=3756 124 3632 944 369 575 417 188 158 304 151 153 229 137 2688 195 141 2493 122 2371 2308 2237 105 99 92
is_linear=0
shrinkage=0.0995203


Tree=921
num_leaves=31
num_cat=0
split_feature=6 2 17 8 0 2 17 6 1 1 20 2 5 5 17 2 0 5 6 1 1 1 1 4 1 5 6 8 6 8
split_gain=0.29947 0.541583 0.668308 1.16644 0.53953 0.624103 0.528007 0.550842 0.49291 1.26375 1.49156 0.801264 1.42542 2.25407 1.31367 1.02049 1.2037 1.00054 0.905638 2.14519 1.28844 0.844422 1.39087 1.14411 0.786152 1.11726 1.11072 1.20857 0.619639 0.104051
threshold=-0.011749999999999998 -0.14884499999999998 -0.53166999999999998 -0.068904999999999994 -0.030209999999999997 0.41061500000000012 0.50822500000000015 -0.03764 -0.053299999999999993 -0.019239999999999997 -0.011915 -0.07934999999999999 1.0000000180025095e-35 -0.018754999999999997 -0.0044799999999999987 -0.081344999999999987 -0.08076499999999999 -0.088604999999999989 0.090710000000000027 -0.083684999999999996 -0.084759999999999988 -0.067015000000000005 -0.080689999999999998 0.07665000000000001 -0.012224999999999998 -0.0089549999999999994 0.095355000000000023 -0.082299999999999998 0.094510000000000025 -0.092844999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 -4 11 10 -10 15 13 14 -13 17 29 -2 19 -19 -20 22 23 -14 -11 26 27 -26 -16 -17
right_child=8 2 4 -5 -6 -7 -8 -9 9 24 -12 12 21 -15 28 16 -18 18 20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0091951317481121144 0.011183991370171922 0.018151199751587108 0.00044779196075322899 -0.0018836862334979439 -0.0077723188151711461 0.011590872980451167 0.0079265826747341468 -0.0075049182014521112 -0.00030849035509994925 0.010891709153584006 -0.021682918232988888 0.01794873114042372 0.011540480301244674 0.028368324616460439 -0.0068004485316672672 -0.0057346166956651181 -0.021581086000206081 -0.00036477914349839283 -0.0018555524213539013 -0.016401116169118508 0.014212817247551069 0.010867753151671638 -0.018529777752111232 -0.0047998932569094828 -3.6715346343882634e-05 -0.01366894941111429 -0.0081707329891931007 0.01953487861338541 0.0052848440078668195 0.00094643930235968014
leaf_weight=82 72 58 1190 57 77 51 86 93 61 54 69 54 60 47 73 46 50 500 122 99 83 47 50 145 93 65 80 47 99 46
leaf_count=82 72 58 1190 57 77 51 86 93 61 54 69 54 60 47 73 46 50 500 122 99 83 47 50 145 93 65 80 47 99 46
internal_value=0 0.0013043 0.000902399 0.00821375 0.000340192 0.000780672 0.000377357 -0.000128033 -0.00048141 -0.00331736 -0.0116597 0.000353016 0.00332325 0.00853527 0.00440707 -0.00132387 -0.00915008 -5.4299e-05 -0.00106173 -0.00301656 0.00464619 -0.00138557 -0.00364724 -1.335e-05 -0.00011582 -0.00220433 0.00117922 0.00652791 0.000150861 -0.00238519
internal_weight=0 1694 1612 115 1497 1420 1369 1283 2062 469 130 1593 575 273 226 1018 142 876 804 599 205 302 255 205 339 285 220 140 172 92
internal_count=3756 1694 1612 115 1497 1420 1369 1283 2062 469 130 1593 575 273 226 1018 142 876 804 599 205 302 255 205 339 285 220 140 172 92
is_linear=0
shrinkage=0.0995203


Tree=922
num_leaves=15
num_cat=0
split_feature=18 9 3 19 19 2 17 9 26 8 7 1 19 0
split_gain=0.320741 1.04571 0.665969 0.39997 0.747361 0.687824 0.459466 1.95386 0.829487 0.775904 0.737308 0.69828 0.588387 0.534447
threshold=0.14607000000000003 0.087765000000000024 0.11604000000000002 0.11896000000000002 0.11183000000000003 -0.060455000000000002 -0.47367999999999999 0.087495000000000031 0.083760000000000015 -0.077074999999999991 0.093110000000000012 -0.041095 0.10583000000000002 -0.12236
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -5 7 8 -1 -9 12 -11 13 -8
right_child=1 2 -4 5 -6 -7 10 9 -10 11 -12 -13 -14 -15
leaf_value=-0.0064480980322730776 0.01476426938450754 -0.0062019251608160433 0.0087249233313519744 0.00033692542150613009 0.010771976646405158 -0.01449782777835578 -0.0030731511074008318 0.0120594871060826 -0.025084844119986779 0.0027029848097662422 0.011111026429945365 -0.010727243296600011 0.010524962259653178 0.00062168420566441937
leaf_weight=49 63 83 46 81 66 50 460 53 46 117 63 57 54 2468
leaf_count=49 63 83 46 81 66 50 460 53 46 117 63 57 54 2468
internal_value=0 0.00425383 -0.000872826 7.77967e-05 0.00028397 -0.00531895 7.81404e-05 -0.00349662 -0.0154808 0.0015152 0.00045643 -0.00169187 0.000231058 4.09318e-05
internal_weight=0 192 129 3564 3433 131 3367 322 95 227 3045 174 2982 2928
internal_count=3756 192 129 3564 3433 131 3367 322 95 227 3045 174 2982 2928
is_linear=0
shrinkage=0.0995203


Tree=923
num_leaves=23
num_cat=0
split_feature=6 7 19 19 7 27 0 0 6 0 11 6 26 6 6 17 9 0 8 0 6 8
split_gain=0.271758 0.721528 0.611549 1.44661 0.958814 1.17886 1.13876 1.40256 1.15692 0.641871 0.564155 0.572006 0.857563 2.61217 0.774404 0.709795 1.22901 0.9863 0.704957 0.497135 1.47498 0.755591
threshold=-0.011749999999999998 0.073820000000000011 0.11896000000000002 0.10364000000000002 0.0061300000000000009 0.076195000000000027 -0.13752999999999999 -0.095649999999999999 0.090710000000000027 -0.088484999999999994 -0.16409499999999999 -0.092919999999999989 0.08709500000000002 -0.10567 -0.091244999999999993 1.0000000180025095e-35 -0.0060949999999999997 -0.1525 -0.099434999999999996 -0.08892499999999999 -0.088734999999999994 -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
left_child=1 10 3 4 6 -6 -2 8 -8 -9 -1 12 15 18 -13 17 -17 -12 -14 20 -16 -21
right_child=2 -3 -4 -5 5 -7 7 9 -10 -11 11 14 13 -15 19 16 -18 -19 -20 21 -22 -23
leaf_value=0.010605519105066477 -0.014493970807153905 0.011562933537234241 -0.011851014903363889 0.013606599342183631 -0.021034737091422586 0.0010247893175192473 0.02329559828556136 -0.0097394548185548296 0.0010752107076180389 -7.2465280493021122e-05 -0.011440747944067648 0.013997875119167044 -0.0083309727833806406 -0.027423136793748103 -0.017336831518034102 -0.0051872210979116186 0.013623163678891471 0.00067224701688837183 0.0062291276447943977 0.013019150479146929 0.0017433694559048599 0.0017199781629585555
leaf_weight=56 54 64 46 72 50 46 46 71 47 1630 83 52 60 48 51 56 89 336 73 67 188 471
leaf_count=56 54 64 46 72 50 46 46 71 47 1630 83 52 60 48 51 56 89 336 73 67 188 471
internal_value=0 0.00119662 -0.000504477 -0.000245171 -0.000758621 -0.010456 -0.000254416 0.000173743 0.0120747 -0.000476448 0.000789099 0.000439328 -0.00156131 -0.00752179 0.00223823 0.000350091 0.00635282 -0.00172527 -0.000333184 0.00145018 -0.00232472 0.00312865
internal_weight=0 1694 2062 2016 1944 96 1848 1794 93 1701 1630 1574 745 181 829 564 145 419 133 777 239 538
internal_count=3756 1694 2062 2016 1944 96 1848 1794 93 1701 1630 1574 745 181 829 564 145 419 133 777 239 538
is_linear=0
shrinkage=0.0995203


Tree=924
num_leaves=14
num_cat=0
split_feature=18 6 8 8 8 35 12 0 3 3 0 2 10
split_gain=0.315278 0.979888 1.52908 1.02353 0.408928 0.418267 0.785118 0.361815 0.813458 1.56142 0.807165 0.564055 0.760586
threshold=0.13474500000000003 0.041585000000000011 -0.020084999999999999 -0.0092799999999999983 -0.50270999999999988 -0.084584999999999994 -0.0073899999999999999 -0.044789999999999996 0.10502000000000002 0.097255000000000022 -0.027364999999999997 -0.15544499999999997 0.077600000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 -6 -7 11 9 -9 -10 -8 -13
right_child=1 3 -4 -5 5 6 7 8 10 -11 -12 12 -14
leaf_value=-0.007417512840304074 0.0065517019876924886 0.0022698883063826153 -0.014832280516417622 0.021564654575053237 -0.0095427028322613121 0.0095298388286993527 -0.0090497148489982193 0.0037551874560889983 0.018160148082595622 -0.016245153810371712 0.0032538782918939304 -0.0007138393401842656 0.010430532109281221
leaf_weight=80 79 67 57 46 47 82 78 136 50 54 129 2781 62
leaf_count=80 79 67 57 46 47 82 78 136 50 54 129 2781 62
internal_value=0 0.00328121 -0.00240469 0.0101316 -0.000383764 -0.000218944 -8.87436e-05 -0.000328726 0.00260716 -0.00192481 0.00742222 -0.000699888 -0.000470515
internal_weight=0 249 136 113 3499 3419 3372 3290 369 190 179 2921 2843
internal_count=3748 249 136 113 3499 3419 3372 3290 369 190 179 2921 2843
is_linear=0
shrinkage=0.0995203


Tree=925
num_leaves=11
num_cat=0
split_feature=10 13 35 29 2 27 29 0 27 0
split_gain=0.265356 0.374572 0.3811 0.319612 1.31324 0.747914 0.680904 0.604394 0.568326 0.691472
threshold=0.09407500000000002 1.0000000180025095e-35 -0.082275000000000001 -0.078484999999999985 -0.021165 0.08648500000000002 -0.025204999999999998 -0.065939999999999985 -0.059829999999999994 0.15238000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -5 -8 -10
right_child=-2 -3 3 6 5 -7 8 -9 9 -11
leaf_value=-0.0080246019995424255 -0.0065304319287002831 0.0070412656124416413 0.016761270178565411 -0.016748935055474212 0.0068850633552923488 -0.0077568296619378325 -0.0095269737061387874 -0.00092377020340157236 0.000360388346627741 -0.011102122991788458
leaf_weight=60 63 73 56 46 62 78 61 50 3146 53
leaf_count=60 63 73 56 46 62 78 61 50 3146 53
internal_value=0 -1.63438e-05 -0.000159208 -2.61157e-05 0.00387996 -0.00126672 -0.000254486 -0.00851519 -1.09746e-05 0.000170225
internal_weight=0 3685 3612 3552 196 140 3356 96 3260 3199
internal_count=3748 3685 3612 3552 196 140 3356 96 3260 3199
is_linear=0
shrinkage=0.0995203


Tree=926
num_leaves=11
num_cat=0
split_feature=19 3 0 2 21 18 9 19 9 3
split_gain=0.254014 0.24036 1.15468 0.425397 0.358724 0.45751 1.51852 1.03859 0.785529 0.603309
threshold=0.14071500000000006 0.15537500000000004 -0.027364999999999997 0.35004500000000011 0.15159000000000003 0.13474500000000003 0.087765000000000024 0.10934500000000003 0.12372500000000002 0.12015500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 8 -7 -8 9 -1
right_child=-2 2 -4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.0001986944306355642 0.0070044008805271998 0.010864906762127643 -0.0082705951516654774 -0.007320639978344261 -0.00839824408586619 0.019354029245160023 0.0071982619607753526 -0.010667372935235888 0.010086314738546574 -0.0056240528903099534
leaf_weight=2958 49 86 49 85 52 51 71 59 70 218
leaf_count=2958 49 86 49 85 52 51 71 59 70 218
internal_value=0 -0.000208067 0.00391336 -0.000364412 -0.00019422 -6.9496e-05 0.00479977 -0.000903692 -0.000341263 -0.000571348
internal_weight=0 3699 135 3564 3479 3427 181 130 3246 3176
internal_count=3748 3699 135 3564 3479 3427 181 130 3246 3176
is_linear=0
shrinkage=0.0995203


Tree=927
num_leaves=11
num_cat=0
split_feature=10 10 3 29 27 21 20 6 0 0
split_gain=0.217735 0.339404 0.323636 0.716134 0.429066 0.342097 0.658538 0.668933 0.486687 0.93898
threshold=0.09407500000000002 0.087275000000000019 0.17152000000000003 -0.042949999999999995 -0.086859999999999993 -0.085914999999999991 -0.074329999999999993 -0.0072949999999999994 -0.25289499999999993 -0.225295
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -6 -7 -10
right_child=-2 -3 3 -5 5 8 -8 -9 9 -11
leaf_value=-0.0084411431067182557 -0.0059035528394932478 0.0065348324536570043 -0.0036713810829806914 0.013215902964681855 -0.008326324762434674 0.0089109353998702567 0.013675511196255123 0.007362475589524289 -0.010728631190101867 -0.00024703306928749904
leaf_weight=63 63 77 46 54 51 55 51 57 87 3144
leaf_count=63 63 77 46 54 51 55 51 57 87 3144
internal_value=0 -2.85129e-06 -0.000142602 0.00543957 -0.000301962 -0.00015288 0.00435516 -3.85451e-05 -0.00037126 -0.000529521
internal_weight=0 3685 3608 100 3508 3445 159 108 3286 3231
internal_count=3748 3685 3608 100 3508 3445 159 108 3286 3231
is_linear=0
shrinkage=0.0995203


Tree=928
num_leaves=14
num_cat=0
split_feature=11 3 11 7 26 26 4 26 0 18 20 4 20
split_gain=0.301634 0.467816 0.588587 0.390593 0.377457 0.611226 0.562814 2.42189 0.773524 0.746868 0.480902 1.15822 0.841497
threshold=0.092640000000000014 -0.0043349999999999994 -0.088219999999999993 0.099030000000000021 0.084645000000000012 0.084355000000000027 0.077845000000000025 0.099855000000000013 -0.10942499999999999 0.23251500000000005 -0.081564999999999985 0.11092500000000002 -0.077044999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 10 8 -8 -6 -10 11 -3 -12
right_child=-2 3 -4 -5 6 -7 7 -9 9 -11 12 -13 -14
leaf_value=-0.0027128156444946186 -0.0075766846347922545 0.00019587668173467554 0.011402701555626933 -0.0081730298935252573 0.0098431993139075479 0.01132793124054546 -0.025135391034027742 0.0043375664003861758 -0.0010174007588162391 0.010969575483939153 0.012988004910195146 -0.01536189651814826 0.001377456575603565
leaf_weight=46 49 342 80 56 72 59 46 69 1787 53 66 55 984
leaf_count=46 49 342 80 56 72 59 46 69 1787 53 66 55 984
internal_value=0 0.000282503 0.00624292 7.30213e-05 0.000203958 0.00139754 -0.000682435 -0.0074445 -0.000275292 -0.000671679 0.000992073 -0.00195742 0.00210804
internal_weight=0 3715 126 3589 3533 1506 2027 115 1912 1840 1447 397 1050
internal_count=3764 3715 126 3589 3533 1506 2027 115 1912 1840 1447 397 1050
is_linear=0
shrinkage=0.0995203


Tree=929
num_leaves=16
num_cat=0
split_feature=11 3 29 0 1 2 26 3 18 3 27 0 3 18 6
split_gain=0.24459 0.379236 0.612977 0.316997 0.855778 1.7794 0.810514 1.16469 0.576008 0.575237 0.939413 1.35812 0.809712 1.45287 0.859782
threshold=0.092640000000000014 -0.0043349999999999994 -1.0000000180025095e-35 0.042275000000000014 -0.16855499999999998 0.10924500000000002 1.0000000180025095e-35 0.10089500000000003 -0.034774999999999993 0.11553000000000002 -0.01137 -0.062294999999999996 0.13547000000000003 0.10085500000000001 -0.036009999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 -5 -9 10 -6 -12 13 -11 -14
right_child=-2 3 -4 6 9 -7 -8 8 -10 12 11 -13 14 -15 -16
leaf_value=-0.00047732141313675756 -0.0068226522197619441 0.022601045923805744 0.013508206007491972 0.01173588463132704 0.01294696073128967 -0.0043582312925812185 -0.012531760681734644 0.0011667902689716924 -0.012800614438939359 0.0033150239173198354 -0.00051735976330709527 -0.017588696485136061 0.002427337360534403 0.02167541813010249 -0.010375768361841094
leaf_weight=71 49 50 55 58 50 47 69 61 56 263 2584 47 180 51 73
leaf_count=71 49 50 55 58 50 47 69 61 56 263 2584 47 180 51 73
internal_value=0 0.000254433 0.00562098 6.57996e-05 0.000318633 0.00952987 -0.00339694 0.000200121 -0.00551147 4.32911e-05 -0.000565527 -0.000822632 0.00292347 0.00629974 -0.0012636
internal_weight=0 3715 126 3589 3345 97 244 175 117 3248 2681 2631 567 314 253
internal_count=3764 3715 126 3589 3345 97 244 175 117 3248 2681 2631 567 314 253
is_linear=0
shrinkage=0.0995203


Tree=930
num_leaves=17
num_cat=0
split_feature=36 3 36 17 2 17 2 18 17 17 3 6 7 20 18 18
split_gain=0.209827 0.63048 0.60032 0.377772 1.32905 0.828204 0.77215 1.29857 1.49783 0.881052 0.826897 0.715849 0.597228 0.531133 1.44525 1.2747
threshold=0.084475000000000022 0.014805000000000004 0.092765000000000028 0.12439000000000001 0.097745000000000012 0.11012500000000003 -0.079604999999999995 -0.015069999999999998 0.28919000000000006 0.4039100000000001 0.096385000000000012 0.08866000000000003 0.08833000000000002 -0.078835000000000002 0.15891500000000006 0.11207000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 6 12 7 -5 -9 11 -11 -8 13 15 -15 -3
right_child=2 3 -4 4 -6 -7 9 8 -10 10 -12 -13 -14 14 -16 -17
leaf_value=-0.0083152069270020206 0.0096725914545557658 -0.0035326041088577795 -0.0041600753980234164 -0.0056897141881739307 0.015707537431073858 -0.012345220757331197 -0.0022719171406318894 0.02549672685456392 0.0033473107959911415 0.0094628157715825854 -0.0035868092521239635 -0.017035038915365255 -0.009680154508835916 0.0014037902635624737 -0.013336044808924783 0.012993623836753433
leaf_weight=88 77 610 52 65 67 55 80 48 82 86 109 55 62 2110 68 50
leaf_count=88 77 610 52 65 67 55 80 48 82 86 109 55 62 2110 68 50
internal_value=0 5.72894e-06 0.00409029 0.0002124 0.00250716 -0.000247052 0.000820978 0.00578714 0.0115319 -0.00211109 0.00216421 -0.00829259 -1.73211e-05 0.000193488 0.000943217 -0.00227938
internal_weight=0 3635 129 3547 592 2955 525 195 130 330 195 135 2900 2838 2178 660
internal_count=3764 3635 129 3547 592 2955 525 195 130 330 195 135 2900 2838 2178 660
is_linear=0
shrinkage=0.0995203


Tree=931
num_leaves=35
num_cat=0
split_feature=3 8 17 17 3 0 8 6 26 6 26 35 3 3 17 8 3 3 3 3 3 5 0 2 20 1 1 21 21 8 2 17 0 2
split_gain=0.195231 1.17093 1.18875 1.68717 1.34548 1.2597 2.3817 1.5198 1.11811 1.09009 1.08874 0.847463 1.11984 0.81121 0.71112 0.460746 0.903122 0.890445 1.39162 1.22004 1.04018 0.942394 0.505556 2.14004 1.66639 1.49431 1.38004 2.18172 1.01121 0.911467 1.11647 0.857041 0.433137 0.346553
threshold=0.087925000000000017 0.053925000000000008 -0.0071449999999999994 0.11639500000000001 0.086465000000000028 -0.083885000000000001 -0.086775000000000005 0.085955000000000018 0.088115000000000013 1.0000000180025095e-35 0.087170000000000011 -0.033755 0.082130000000000022 0.088185000000000027 -0.07496499999999999 1.0000000180025095e-35 0.091545000000000029 0.10749000000000002 0.10244500000000002 0.11252000000000002 0.097095000000000029 0.4115950000000001 -0.091770000000000004 -0.078129999999999991 -0.082419999999999993 0.05309500000000001 -0.018369999999999997 -0.047889999999999995 -0.085574999999999998 -0.046889999999999994 -0.018864999999999996 -0.047785000000000001 -0.079564999999999983 -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 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 8 6 7 -4 11 14 -5 -1 -13 -2 -6 22 -17 18 20 -19 -18 -21 23 24 -15 -26 -25 -28 -24 30 -30 -31 -7 -8
right_child=13 -3 3 10 9 32 33 -9 -10 -11 -12 12 -14 15 -16 16 17 19 -20 21 -22 -23 28 26 25 -27 27 -29 29 31 -32 -33 -34 -35
leaf_value=0.012971681149723573 0.011343790451500765 0.012060475291327699 -0.0048897363569146033 -0.016607960404130612 -0.028140632142984193 -0.011103286325403418 0.015629498497597868 0.014875173663146272 -0.01215335183016591 -0.0030071749488763764 0.0031371439811951293 -0.015380648214152722 0.00098590630724110749 0.0053251433030330406 -0.010695652314697617 -0.015645173411426998 0.0063475796166305156 -0.018267421766826029 0.01652317795647338 -0.0073255529135524298 -0.012767953907275295 0.0081544010835241793 0.016050393548955322 0.016046257525478978 -0.031093274441629647 -0.0085614758087197863 -0.017209845407686518 0.0030067483104367549 0.0017458288145380282 0.0022561719864987746 -0.0070259823031047896 0.016450642672146212 0.0021295651781894818 0.027777378809023034
leaf_weight=47 68 65 111 67 46 47 47 59 85 72 47 48 301 46 47 47 63 54 60 95 51 66 49 61 46 80 62 359 1030 100 167 73 51 47
leaf_count=47 68 65 111 67 46 47 47 59 85 72 47 48 301 46 47 47 63 54 60 95 51 66 49 61 46 80 62 359 1030 100 167 73 51 47
internal_value=0 -0.000924472 -0.00167745 0.00209513 -0.00445851 0.00542147 0.00899931 0.00196504 -0.00179638 -0.0122141 -0.00846026 0.000424635 -0.00126274 0.000617953 -0.0193332 0.000326931 -0.00261326 -0.0010366 0.00425358 -0.00532176 -0.00219693 -0.000974648 0.000945715 -0.00134282 -0.0108736 -0.0167939 0.0020565 2.75366e-05 0.00200105 0.00149795 0.000521341 0.00825048 -0.00420845 0.0217122
internal_weight=0 1187 1122 476 646 362 264 170 481 165 114 396 349 2577 93 2509 436 389 174 215 114 161 2073 654 172 126 482 421 1419 1370 1197 173 98 94
internal_count=3764 1187 1122 476 646 362 264 170 481 165 114 396 349 2577 93 2509 436 389 174 215 114 161 2073 654 172 126 482 421 1419 1370 1197 173 98 94
is_linear=0
shrinkage=0.0995203


Tree=932
num_leaves=17
num_cat=0
split_feature=21 26 17 0 5 8 8 0 26 17 8 29 9 18 9 9
split_gain=0.45319 0.401912 0.424793 1.54874 1.03256 1.02514 1.39438 1.26593 1.07479 1.00476 2.03052 0.723623 0.700653 1.38954 1.32613 0.606988
threshold=0.15665000000000004 -0.396395 -0.022884999999999999 -0.14824999999999997 -0.072054999999999994 -0.01187 -0.0032949999999999998 -0.13955999999999999 -0.0063299999999999997 -0.015100000000000001 -0.086489999999999997 -0.090694999999999998 0.082335000000000019 -0.020389999999999998 0.083835000000000021 0.09310000000000003
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 -7 -5 -9 10 -4 -11 13 -13 -14 -8
right_child=-2 2 9 5 -6 6 15 8 -10 11 -12 12 14 -15 -16 -17
leaf_value=0.0085482282456656872 -0.0077403985354009544 0.0018453500260300836 0.0039244099489304084 -0.012710347594526364 0.020887393897807534 -0.019357555205950106 0.0021517079932901911 0.01436770167632037 0.0021216936512254586 -0.011149303155700497 -0.025632551469853323 -0.013013075462200614 -0.014689143707569633 0.004942829745693998 -0.0003320242245728976 -0.0060813691952752011
leaf_weight=59 69 50 46 53 65 49 202 77 914 58 46 47 67 463 1305 158
leaf_count=59 69 50 46 53 65 49 202 77 914 58 46 47 67 463 1305 158
internal_value=0 0.000400342 0.00026658 0.0014974 0.0126154 0.00061689 -0.0036057 0.00227193 0.00307403 -0.000682787 -0.0108452 -0.000200437 0.000136554 0.00328646 -0.00103373 -0.00145942
internal_weight=0 3659 3600 1568 115 1453 409 1044 991 2032 92 1940 1882 510 1372 360
internal_count=3728 3659 3600 1568 115 1453 409 1044 991 2032 92 1940 1882 510 1372 360
is_linear=0
shrinkage=0.0995203


Tree=933
num_leaves=23
num_cat=0
split_feature=19 21 26 19 5 0 9 2 20 2 2 9 18 8 6 6 3 5 0 8 9 9
split_gain=0.479387 0.58378 1.47234 0.575707 1.0281 0.962206 0.700424 0.440213 0.371263 0.405968 1.12101 1.77479 1.05798 0.797188 1.31576 0.759111 1.99058 0.896718 0.598214 0.529351 0.304206 0.247859
threshold=0.10861000000000003 0.088880000000000028 0.086325000000000027 0.077805000000000027 0.037395000000000005 -0.089674999999999991 0.084380000000000024 -0.045109999999999997 -0.20190499999999997 -0.079844999999999985 -0.081204999999999986 0.09055500000000001 0.11207000000000002 1.0000000180025095e-35 -0.047974999999999997 -0.25061999999999995 0.14721500000000004 -0.41880499999999998 -0.088784999999999989 -0.15368499999999999 0.09310000000000003 0.09007500000000003
decision_type=2 2 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 -5 20 21 10 12 18 19 15 -15 17 -17 -11 -12 -10 -3 -1
right_child=1 7 -4 4 -6 -7 -8 -9 9 13 11 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.010295599903517479 0.00020117828612608329 0.008551001336702873 -0.022693637275465341 0.015883874802439614 0.017037349377838577 -0.0095912144742185314 -0.0011931573036024397 -0.0077195179650192628 0.010035812225618307 0.00044358508958235524 -0.011190630179815685 -0.023962591057972871 0.014806912092755826 0.0022826340912735135 -0.017558459650910237 0.0024348023323237603 0.023336279723552185 -0.015071166775788215 0.0026318283311023032 -0.00060524659472713075 -0.00098535066068035923 -0.00044833230800500281
leaf_weight=54 68 55 47 47 57 52 48 55 48 149 47 50 48 83 55 1141 47 49 91 1306 83 48
leaf_count=54 68 55 47 47 57 52 48 55 48 149 47 50 48 83 55 1141 47 49 91 1306 83 48
internal_value=0 -0.00353563 -0.00914872 0.000563458 0.00569038 0.00128497 0.00724687 -0.000186801 0.000237988 0.000431756 -0.000680362 -0.00789678 0.000286733 0.00159257 -0.00561912 0.00231121 0.0032624 -0.00339179 -0.00206989 -0.000227411 0.00280944 -0.00566962
internal_weight=0 308 115 3420 204 147 95 193 3216 3114 1590 188 1402 1524 138 1386 1188 198 138 1354 138 102
internal_count=3728 308 115 3420 204 147 95 193 3216 3114 1590 188 1402 1524 138 1386 1188 198 138 1354 138 102
is_linear=0
shrinkage=0.0995203


Tree=934
num_leaves=24
num_cat=0
split_feature=19 19 2 19 19 4 18 6 6 6 6 26 5 26 1 1 5 18 18 21 6 6 1
split_gain=0.388716 0.497453 0.567661 0.659663 0.466741 0.911563 0.808775 0.430617 0.347035 0.963724 0.757274 1.52631 1.59752 1.53464 1.48174 1.02015 1.04879 1.05635 1.03607 0.554668 0.552965 1.01426 0.510192
threshold=0.10861000000000003 0.11219500000000003 -0.079555000000000001 0.13496500000000003 0.077805000000000027 0.081235000000000016 0.089020000000000016 -0.087609999999999993 -0.015744999999999999 -0.034094999999999993 0.085845000000000019 0.089150000000000021 1.0000000180025095e-35 0.087495000000000031 -0.0059699999999999996 0.11120500000000003 -0.086109999999999992 0.090025000000000022 0.0057900000000000009 0.13042000000000004 -0.07150999999999999 -0.055679999999999993 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
left_child=4 -2 -3 7 8 6 -6 -4 9 19 11 13 -13 14 -10 16 17 -12 -18 20 22 -22 -1
right_child=1 2 3 -5 5 -7 -8 -9 10 -11 15 12 -14 -15 -16 -17 18 -19 -20 -21 21 -23 -24
leaf_value=0.0026450252482234505 -0.011489128390363311 0.0051762179412440717 -0.0031492208550697579 0.0028010313143468158 0.016176696162395612 -0.0035018169320293981 -0.00029312867381677752 -0.016582470302029299 -0.001970764143728319 0.012884960430606364 0.021658048464012453 0.019128262520083431 -0.0056039494292489415 -0.022838956964911818 -0.018991420384788463 -0.013086601654872897 0.0025083592490307985 0.0026864771665810927 -0.0043431793876914501 -0.0070565210927000313 0.013752986789597728 -0.00013802948883143132 -0.0018687576717712606
leaf_weight=492 58 88 46 67 82 76 46 49 457 69 48 56 48 46 57 50 709 74 316 83 93 118 500
leaf_count=492 58 88 46 67 82 76 46 49 457 69 48 56 48 46 57 50 709 74 316 83 93 118 500
internal_value=0 -0.00318376 -0.00125364 -0.00475146 0.000507359 0.00512368 0.0102515 -0.0100866 0.000214278 0.00142603 -0.000667561 -0.00336323 0.00770553 -0.00542032 -0.00385986 0.000827099 0.00143434 0.0101574 0.000395281 0.000810564 0.00135403 0.00598067 0.000369108
internal_weight=0 308 250 162 3420 204 128 95 3216 1355 1861 664 104 560 514 1197 1147 122 1025 1286 1203 211 992
internal_count=3728 308 250 162 3420 204 128 95 3216 1355 1861 664 104 560 514 1197 1147 122 1025 1286 1203 211 992
is_linear=0
shrinkage=0.0995203


Tree=935
num_leaves=13
num_cat=0
split_feature=26 28 26 17 17 18 9 1 20 20 1 6
split_gain=0.292014 0.384089 0.4359 0.305863 0.800244 0.766267 1.22685 0.706647 0.688372 1.04362 0.648532 0.580216
threshold=0.40795000000000009 0.087260000000000018 -0.396395 -0.022884999999999999 -0.015100000000000001 -0.085709999999999995 0.083955000000000016 -0.37983499999999998 -0.16295499999999999 -0.097769999999999996 -0.080689999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 10 6 -6 -7 -4 -10 -5 -11
right_child=-2 -3 3 4 5 7 -8 -9 9 11 -12 -13
leaf_value=0.0085758062355643355 0.005948311383386513 -0.0088908766909835783 -0.0092101335009616252 -0.001488844185534597 0.019432544210240332 0.0096038166639496898 -0.00024713133587329087 -0.0012982744013464264 0.013444658590671526 -0.00061027810336743702 -0.018221250956593108 0.0035547199478347478
leaf_weight=60 85 47 62 46 49 61 87 1688 69 906 46 522
leaf_count=60 85 47 62 46 49 61 87 1688 69 906 46 522
internal_value=0 4.71871e-05 0.000164236 2.12741e-05 -0.000800426 -0.000357634 0.00683733 -0.000917573 0.00106381 0.00148987 -0.00986395 0.000911648
internal_weight=0 3643 3596 3536 1977 1885 136 1749 1559 1497 92 1428
internal_count=3728 3643 3596 3536 1977 1885 136 1749 1559 1497 92 1428
is_linear=0
shrinkage=0.0995203


Tree=936
num_leaves=10
num_cat=0
split_feature=1 7 13 3 1 3 8 26 0
split_gain=0.419986 0.245915 0.243978 0.586851 0.78646 0.432913 0.41456 0.733743 0.547092
threshold=-0.54365999999999992 0.099030000000000021 0.083560000000000023 1.0000000180025095e-35 0.057265000000000017 0.080495000000000025 -0.091754999999999989 0.085855000000000029 -0.044789999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 -7 -8
right_child=1 -3 -4 5 -6 6 8 -9 -10
leaf_value=0.0082547554783969409 -0.015464650516713693 -0.0061548230502722562 0.0061617233622473632 0.0085160023233725769 0.0020532471206535481 -0.0056483460356565682 0.00013921413923605405 0.0015454303008140731 0.0046420376833715138
leaf_weight=63 55 62 66 62 47 305 2521 260 299
leaf_count=63 55 62 66 62 47 305 2521 260 299
internal_value=0 5.94629e-05 0.000166269 5.45423e-05 -0.00738466 0.000274913 0.000123726 -0.00233649 0.000616932
internal_weight=0 3677 3615 3549 102 3447 3385 565 2820
internal_count=3740 3677 3615 3549 102 3447 3385 565 2820
is_linear=0
shrinkage=0.0995203


Tree=937
num_leaves=10
num_cat=0
split_feature=18 2 3 12 9 12 18 28 19
split_gain=0.389477 1.10628 0.756168 0.272595 0.762178 0.682347 0.450526 0.365197 0.374754
threshold=0.13474500000000003 -0.079739999999999991 0.11663500000000003 0.097490000000000021 -0.26414499999999996 -0.086019999999999999 0.12044000000000003 0.088260000000000019 0.11183000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 8 -7
right_child=1 2 -4 -5 5 6 -8 -9 -10
leaf_value=-0.011508940458306296 0.013705128141714379 -0.008265206329200284 0.0053836726785004433 0.007062606332072556 0.012035057024745248 -8.5735652006064094e-05 -0.0081867407155988645 -0.0081963844310318692 0.0054093199181313644
leaf_weight=58 79 72 91 52 46 3093 68 53 128
leaf_count=58 79 72 91 52 46 3093 68 53 128
internal_value=0 0.00403936 -0.000640258 -8.87778e-05 -0.00019693 -3.03468e-06 -0.000168975 -2.1979e-06 0.000132379
internal_weight=0 242 163 3498 3446 3388 3342 3274 3221
internal_count=3740 242 163 3498 3446 3388 3342 3274 3221
is_linear=0
shrinkage=0.0995203


Tree=938
num_leaves=21
num_cat=0
split_feature=17 2 17 6 17 0 0 20 8 0 4 2 0 2 29 21 27 3 0 2
split_gain=0.339414 0.283205 1.47358 1.43774 1.99762 2.42933 1.86768 1.1752 1.98878 2.06938 1.45019 0.669068 0.492915 1.00531 1.52327 0.428463 1.0427 0.886236 0.694331 0.596929
threshold=-0.5696199999999999 1.0000000180025095e-35 -0.27561999999999998 -0.087954999999999992 0.011640000000000003 -0.14075499999999999 -0.051394999999999996 0.099575000000000025 -0.092299999999999993 -0.11896 0.089610000000000009 -0.00479 -0.13417999999999999 -0.13088999999999998 -0.078484999999999985 -0.026109999999999998 -0.038765000000000001 0.097880000000000023 -0.0083449999999999983 -0.083204999999999987
decision_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 -5 -7 8 9 -4 -10 12 13 -2 -15 17 -17 19 -18 -14
right_child=1 2 3 4 -6 6 -8 -9 10 -11 -12 -13 15 14 -16 16 18 -19 -20 -21
leaf_value=0.0072339929156008493 0.0029403674444754323 -0.018281421570040552 -0.012408268528743343 0.02228423696733154 -0.0088077753814420293 -0.013448663829625 0.010504160325540265 0.0070274039480005485 -0.005249756338674718 0.015836444291349502 -0.027816894156083107 0.011733749777820395 0.0043220504443665956 0.0012435143918783477 -0.023576635100728091 -0.014674283159925985 -7.6493859169873241e-05 0.013209617774319525 0.0057071438102065022 -0.0080737984436733915
leaf_weight=66 89 50 54 86 84 54 80 57 50 49 65 51 128 47 51 46 2273 79 226 55
leaf_count=66 89 50 54 86 84 54 80 57 50 49 65 51 128 47 51 46 2273 79 226 55
internal_value=0 3.3076e-05 -0.00188916 -0.000472174 0.00424302 0.00922977 0.000845419 -0.00568758 -0.0090159 0.00102059 -0.0180122 0.000430417 0.000237601 -0.00470927 -0.0116647 0.00056745 0.000172609 0.00439971 0.000446229 0.000592048
internal_weight=0 3674 629 579 304 220 134 275 218 103 115 3045 2994 187 98 2807 2545 262 2499 183
internal_count=3740 3674 629 579 304 220 134 275 218 103 115 3045 2994 187 98 2807 2545 262 2499 183
is_linear=0
shrinkage=0.0995203


Tree=939
num_leaves=20
num_cat=0
split_feature=17 4 5 0 2 17 6 17 5 20 17 17 30 4 5 5 4 4 4
split_gain=0.275218 0.257416 0.898408 0.655489 0.421967 0.852464 1.70866 2.39985 3.88406 1.3597 1.10207 1.53731 0.531972 0.602956 1.05513 1.28302 0.976525 4.62927 1.72898
threshold=-0.5696199999999999 0.13584500000000002 -0.25464999999999999 -0.093375 -0.0023849999999999995 -0.079754999999999993 -0.11533 0.011640000000000003 -0.034484999999999995 0.099575000000000025 -0.10193000000000001 -0.15313499999999999 0.096655000000000033 0.10606500000000003 -0.43873000000000001 -0.014739999999999998 0.091750000000000012 0.084435000000000024 0.09896000000000002
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 12 10 9 8 -8 -7 11 -6 13 16 -15 -16 17 -2 -18
right_child=1 2 -4 -5 5 6 7 -9 -10 -11 -12 -13 -14 14 15 -17 18 -19 -20
leaf_value=0.0065140642983270436 0.00066690679278432548 -0.0086966276038327843 0.01333447093935464 0.0052356570279576383 -0.012382741830119035 -0.019300873790711794 0.0017772001015728212 -0.0090414341013725728 0.035918718360534431 0.0026994260381259564 -0.020817039504592513 0.010904086291357605 0.010911191242731688 0.0044872687324250373 -0.023180821675546245 -0.0028126816280315456 0.023914841077934689 -0.029915156997742675 0.00077246264308045219
leaf_weight=66 2509 61 63 74 72 66 111 82 47 48 51 46 46 73 49 82 48 50 96
leaf_count=66 2509 61 63 74 72 66 111 82 47 48 51 46 46 73 49 82 48 50 96
internal_value=0 2.9762e-05 0.00352028 -0.00105361 -0.00016883 -0.00277448 0 0.00476689 0.0119384 -0.0100304 -0.00858958 -0.00329789 0.000292375 0.000124062 -0.0050928 -0.0104376 0.00051809 6.9047e-05 0.00849228
internal_weight=0 3674 198 135 3476 523 354 240 158 114 169 118 2953 2907 204 131 2703 2559 144
internal_count=3740 3674 198 135 3476 523 354 240 158 114 169 118 2953 2907 204 131 2703 2559 144
is_linear=0
shrinkage=0.0995203


Tree=940
num_leaves=10
num_cat=0
split_feature=12 20 3 0 7 7 8 9 11
split_gain=0.333103 0.341099 0.94489 1.17578 0.655535 0.696907 0.507633 0.693208 0.863408
threshold=0.094205000000000025 -0.15398499999999998 0.097595000000000029 -0.075179999999999983 0.097640000000000018 0.080610000000000029 -0.52017999999999998 -0.25326499999999996 -0.091359999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -3 -8 -9
right_child=-2 4 3 -5 -6 -7 7 8 -10
leaf_value=0.015521897508975332 -0.0071993505883885915 0.0092085653284155085 0.010165296486913776 -0.01174836435274176 -0.011061451243200349 0.012088685185174104 -0.011541093986407703 0.011597653110139709 -7.4650509617636351e-05
leaf_weight=54 59 60 48 49 51 49 51 64 3251
leaf_count=54 59 60 48 49 51 49 51 64 3251
internal_value=0 0.000337813 0.00496985 -0.000896052 0.000139215 0.000303835 0.000135044 -2.64512e-05 0.00015045
internal_weight=0 3677 151 97 3526 3475 3426 3366 3315
internal_count=3736 3677 151 97 3526 3475 3426 3366 3315
is_linear=0
shrinkage=0.0995203


Tree=941
num_leaves=13
num_cat=0
split_feature=36 6 6 5 6 4 20 8 1 9 4 9
split_gain=0.258399 0.402664 0.466287 2.49396 0.978243 0.608236 0.555845 0.864243 0.981997 0.576628 0.567474 0.573006
threshold=0.092765000000000028 -0.48214499999999999 -0.25061999999999995 -0.41880499999999998 -0.46637499999999998 0.13744000000000003 0.09327000000000002 -0.010374999999999999 0.007210000000000002 0.091200000000000017 0.12205500000000002 -0.096659999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 10 9 -9 -8 11 -4
right_child=-2 2 5 -5 -6 -7 7 8 -10 -11 -12 -13
leaf_value=0.0079990287893274645 -0.0067690037705904361 -0.0060356433708614538 -0.0078832607657738901 -0.021824951871675189 0.013191512700570805 0.010417748277425944 -0.0055923905214881374 -0.021697030224244216 -0.0019381810904689561 0.0088253116148704104 0.010667987022639743 0.00059707327893856088
leaf_weight=66 52 50 81 57 55 59 57 48 52 53 54 3052
leaf_count=66 52 50 81 57 55 59 57 48 52 53 54 3052
internal_value=0 0.000295337 0.000154578 -0.00506341 0.00402793 0.000399408 0.000225166 -0.00473375 -0.0114306 0.00134688 0.000552179 0.000377563
internal_weight=0 3684 3618 162 105 3456 3397 210 100 110 3187 3133
internal_count=3736 3684 3618 162 105 3456 3397 210 100 110 3187 3133
is_linear=0
shrinkage=0.0995203


Tree=942
num_leaves=11
num_cat=0
split_feature=12 5 38 6 5 9 9 9 26 9
split_gain=0.280721 0.248093 0.254048 0.375835 0.438564 0.978203 0.733665 0.65149 0.533644 0.188367
threshold=0.094205000000000025 -0.55105499999999996 -0.08236499999999998 -0.46885499999999997 -0.11065499999999999 -0.10165 0.11007500000000002 -0.096659999999999982 -0.14224499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 9 5 -5 -7 -6 -9 -4
right_child=-2 2 3 4 7 6 -8 8 -10 -11
leaf_value=0.007471281364907132 -0.0066325569965674912 0.0065618916622373841 -0.010439626961154783 0.016355297688196511 -0.0097303143131923162 0.00031717819742552926 0.012758004953530981 0.0058060505882462773 -0.0003334554273739055 -0.0017308327274341781
leaf_weight=47 59 61 48 48 70 485 52 148 2667 51
leaf_count=47 59 61 48 48 70 485 52 148 2667 51
internal_value=0 0.000286652 0.000193403 8.43254e-05 0.000257052 0.00274178 0.0015234 -0.0002465 -1.0377e-05 -0.00596155
internal_weight=0 3677 3630 3569 3470 585 537 2885 2815 99
internal_count=3736 3677 3630 3569 3470 585 537 2885 2815 99
is_linear=0
shrinkage=0.0995203


Tree=943
num_leaves=14
num_cat=0
split_feature=8 3 3 29 5 8 9 13 0 3 8 2 2
split_gain=0.229482 0.672287 0.568763 0.313595 0.573173 0.294139 0.436592 0.423172 0.60659 1.40603 0.773489 0.696206 0.280839
threshold=0.10649000000000002 0.10174000000000002 0.13640000000000005 0.0050600000000000011 -0.0020399999999999997 0.093085000000000015 0.095785000000000023 1.0000000180025095e-35 0.0047200000000000011 0.11604000000000002 -0.084554999999999991 0.40115000000000006 0.15165000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 7 -7 8 11 10 -10 12 -1
right_child=1 2 -4 4 -6 6 -8 -9 9 -11 -12 -13 -14
leaf_value=0.00019226180892601568 -0.0095427143476086041 0.0088217460676706921 -0.005818798660731493 -0.00057551133075938951 0.013091327553363057 0.012593156213463193 -0.00082707284861433992 0.0080858014285281419 0.0097747377451867928 -0.020061571187896487 -0.0051366979830320091 0.012365595291215298 -0.0056445902917266425
leaf_weight=2909 89 58 48 71 53 46 50 63 48 49 122 46 84
leaf_count=2909 89 58 48 71 53 46 50 63 48 49 122 46 84
internal_value=0 -0.00316381 0.00218434 0.000342777 0.00525936 0.000164118 0.00559493 6.88351e-06 -0.000149088 -0.0052078 -0.000921593 0.00021519 2.81741e-05
internal_weight=0 195 106 3541 124 3417 96 3321 3258 219 170 3039 2993
internal_count=3736 195 106 3541 124 3417 96 3321 3258 219 170 3039 2993
is_linear=0
shrinkage=0.0995203


Tree=944
num_leaves=29
num_cat=0
split_feature=2 4 9 2 1 7 0 9 5 2 6 2 20 2 5 9 0 2 2 1 9 0 0 5 2 2 6 4
split_gain=0.346316 0.682506 0.786576 1.01775 0.695496 0.821796 0.8951 0.837684 0.677423 0.771128 0.738012 0.579704 0.891374 0.784817 1.01565 0.566173 0.634624 0.509408 0.993773 0.949355 0.914887 0.983178 0.707621 0.893746 0.485737 0.753278 0.744391 0.176892
threshold=-0.088385000000000005 0.091430000000000025 0.091750000000000012 -0.16935999999999998 0.055865000000000012 0.082845000000000016 -0.085349999999999995 0.083425000000000013 0.15990000000000004 -0.096314999999999998 0.041585000000000011 -0.086050000000000001 -0.084474999999999995 -0.084979999999999986 -0.0089549999999999994 0.083875000000000019 -0.084474999999999995 -0.082294999999999993 -0.082025000000000001 -0.082344999999999988 0.08486500000000001 -0.084269999999999998 -0.086414999999999992 -0.0080599999999999995 -0.081344999999999987 -0.080874999999999989 0.085120000000000015 0.10533000000000002
decision_type=2 2 2 2 2 2 2 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 27 5 6 7 -1 9 -8 -10 12 -2 14 -13 -14 -17 19 -19 22 -21 -22 -15 -24 26 -26 -20 -4
right_child=11 2 3 -5 -6 -7 8 -9 10 -11 -12 13 15 17 -16 16 -18 18 24 20 21 -23 23 -25 25 -27 -28 -29
leaf_value=-0.0035915094817446955 -0.0041966599137021957 -0.0075711303523642972 0.0050364467449919804 0.018202407204456834 -0.015466032604269738 -0.014786537336038264 -0.0038784878560131995 0.012615571463422057 -0.0060271762278104758 -0.018715624750873721 0.010297394909181306 -0.017108307552499594 0.017962544346487048 0.0077015587081706305 0.0019379652271450682 -0.0040322870159014371 0.010300144752195688 -0.011233626392494167 0.014115617090252407 -0.0020642554269416072 0.019654884012657504 0.0048193532962673789 -0.016550691335380823 0.0016678281158408121 -0.0091169868382825047 0.00039387173600112225 -0.0024386689269508973 -0.0036885568072521388
leaf_weight=55 73 50 46 51 46 49 114 74 58 50 52 58 49 48 53 46 91 76 61 70 79 101 50 57 86 2014 48 46
leaf_count=55 73 50 46 51 46 49 114 74 58 50 52 58 49 48 53 46 91 76 61 70 79 101 50 57 86 2014 48 46
internal_value=0 -0.00185628 0.00316555 0.00692536 -0.00380413 -0.00261549 -0.0011336 0.00569923 -0.0043535 -0.008407 0.00168245 0.000610361 0.00511513 0.000193526 -0.00800677 0.00877416 0.00548182 0.000532207 -4.40099e-05 0.00378523 0.00757997 0.0113351 -0.00233004 -0.00683785 0.000340595 3.98941e-06 0.00681815 0.000665047
internal_weight=0 691 193 143 498 452 403 129 274 164 110 3060 259 2801 111 186 137 2690 2285 405 250 180 155 107 2209 2100 109 92
internal_count=3751 691 193 143 498 452 403 129 274 164 110 3060 259 2801 111 186 137 2690 2285 405 250 180 155 107 2209 2100 109 92
is_linear=0
shrinkage=0.0995203


Tree=945
num_leaves=17
num_cat=0
split_feature=21 4 0 6 8 18 0 20 21 5 20 8 30 4 9 6
split_gain=0.393839 1.11211 1.10049 1.09868 0.577649 0.709298 0.560872 1.49075 0.540808 0.754087 0.433808 0.378257 0.541932 0.740967 0.62333 0.369046
threshold=-0.047889999999999995 0.085065000000000016 -0.23058999999999999 -0.0048649999999999995 -0.084129999999999996 -0.019539999999999998 -0.16423499999999999 -0.0064400000000000004 -0.0065999999999999991 -0.017704999999999995 -0.088334999999999983 0.20353000000000004 0.08512500000000002 0.13604000000000002 0.085765000000000022 -0.080534999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -3 5 -1 7 -4 9 -8 -6 12 14 -14 -10 -13
right_child=2 3 6 -5 10 -7 8 -9 11 -11 -12 15 13 -15 -16 -17
leaf_value=-0.01329389470633964 0.011654763223951044 -0.0029632878022751363 0.0050313184483203469 -0.02276733068381227 0.00033276107921817693 0.0020158724823722434 0.015703241546943681 -0.018348459421254747 -0.0020190521921773143 0.00035235236969619993 0.01233297931761234 2.8855704413981142e-05 0.0085248497602728752 -0.0056899616865024464 0.0010997858518071433 -0.012428496896167582
leaf_weight=49 85 68 53 47 67 77 54 55 987 77 54 48 159 47 1778 46
leaf_count=49 85 68 53 47 67 77 54 55 987 77 54 48 159 47 1778 46
internal_value=0 -0.00297971 0.000473652 -0.0110642 0.000781036 -0.00393143 0.000185754 -0.00686747 0.000424354 0.00668645 0.005695 0.000156441 0.000353355 0.00527769 -1.32248e-05 -0.00605859
internal_weight=0 362 3389 115 247 126 3304 108 3196 131 121 3065 2971 206 2765 94
internal_count=3751 362 3389 115 247 126 3304 108 3196 131 121 3065 2971 206 2765 94
is_linear=0
shrinkage=0.0995203


Tree=946
num_leaves=17
num_cat=0
split_feature=21 0 3 1 1 0 0 20 21 26 21 38 9 20 6 20
split_gain=0.319315 0.986273 1.55478 1.44421 2.0886 0.892335 0.454693 1.20889 0.438613 0.691357 0.405246 0.331496 0.961887 0.404498 0.928633 0.560835
threshold=-0.047889999999999995 -0.087614999999999985 0.08920500000000002 -0.0057250000000000001 0.25544500000000009 -0.23058999999999999 -0.16423499999999999 -0.0064400000000000004 -0.0065999999999999991 0.083825000000000024 -0.084204999999999988 -0.05851 -0.079864999999999992 -0.084474999999999995 0.041585000000000011 -0.082784999999999984
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 -2 7 -7 9 -8 -4 12 -10 14 -13 -15
right_child=5 2 10 4 -6 6 8 -9 11 -11 -12 13 -14 15 -16 -17
leaf_value=0.0043209043221392341 0.010494878128823654 -0.0095647639267891858 0.017279029328557065 -0.02843414253577636 -0.003089983197923031 0.0045306006877836383 0.014792434653480249 -0.016522417068003611 0.014590821061599615 5.1492133942664571e-05 0.0045157105270695582 -0.0072698421192786272 -0.0042924701656279181 0.010738600016371566 0.0071120976024395205 9.9451350634802626e-05
leaf_weight=70 85 59 49 54 80 53 53 55 56 78 50 190 51 50 58 2660
leaf_count=70 85 59 49 54 80 53 53 55 56 78 50 190 51 50 58 2660
internal_value=0 -0.00268294 0.00321606 -0.00725578 -0.0133094 0.000426562 0.000167292 -0.00618327 0.000382148 0.00602164 0.0108412 0.000140846 0.00558273 -5.57273e-05 -0.00390302 0.000296048
internal_weight=0 362 158 204 134 3389 3304 108 3196 131 99 3065 107 2958 248 2710
internal_count=3751 362 158 204 134 3389 3304 108 3196 131 99 3065 107 2958 248 2710
is_linear=0
shrinkage=0.0995203


Tree=947
num_leaves=17
num_cat=0
split_feature=21 4 6 0 9 0 0 0 21 5 2 9 3 4 2 8
split_gain=0.258899 0.864236 0.856067 0.723544 0.564478 0.991954 0.528975 0.398262 0.402108 0.676667 0.344917 0.79067 2.24534 0.954414 0.61969 0.649802
threshold=-0.047889999999999995 0.085065000000000016 -0.0048649999999999995 -0.23058999999999999 0.084055000000000032 -0.087614999999999985 -0.083390000000000006 -0.19631499999999999 -0.0065999999999999991 -0.017704999999999995 -0.088385000000000005 0.085945000000000021 0.098225000000000021 0.080950000000000008 -0.086934999999999998 0.0017700000000000003
decision_type=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 -5 9 -9 11 12 -10 -13 -12 -16
right_child=3 2 -4 7 5 6 -8 8 10 -11 14 13 -14 -15 15 -17
leaf_value=0.009489647393135188 0.0094504252147281018 -0.0023905045209923152 -0.019873284197366458 -0.0079519950128092293 -0.011136101609877219 0.012152541028156723 -0.001465174159832897 0.014109602121065159 -0.0011725258720364307 -0.00033340336642847157 0.0086448052422806593 -0.0037576548267977965 -0.026252709932657006 0.0059497763088364915 0.00073817679536758625 -0.0055085462656022394
leaf_weight=58 85 68 47 59 70 46 73 55 143 77 91 235 47 175 2244 178
leaf_count=58 85 68 47 59 70 46 73 55 143 77 91 235 47 175 2244 178
internal_value=0 -0.00241571 -0.00954276 0.000384206 0.000899244 -0.00173263 0.00379194 0.000150717 0.000298292 0.00567832 6.99004e-05 -0.00207368 -0.00738088 0.000383764 0.000582023 0.000278748
internal_weight=0 362 115 3389 247 189 119 3304 3245 132 3113 600 190 410 2513 2422
internal_count=3751 362 115 3389 247 189 119 3304 3245 132 3113 600 190 410 2513 2422
is_linear=0
shrinkage=0.0995203


Tree=948
num_leaves=18
num_cat=0
split_feature=2 20 2 0 3 6 21 0 3 0 2 0 0 6 21 18 17
split_gain=0.387754 0.905626 1.83487 0.68078 0.757404 0.809162 0.917472 0.658545 1.00952 0.337274 0.859222 0.413282 0.545681 0.549039 0.418623 1.04492 0.715415
threshold=0.10449500000000002 -0.094259999999999997 0.11804000000000002 0.0083400000000000019 0.11462500000000002 -0.085064999999999988 0.015410000000000002 -0.22163999999999998 0.087675000000000017 -0.14824999999999997 -0.15012499999999998 -0.13417999999999999 -0.106285 -0.042294999999999992 -0.085574999999999998 -0.07657499999999999 -0.56368999999999991
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 -6 8 -1 10 -9 -11 13 -13 15 -14 -16
right_child=1 2 3 -5 5 -7 -8 9 -10 11 -12 12 14 -15 16 -17 -18
leaf_value=0.0016684192491183596 -0.0087414919771985032 0.021001209476966664 -0.0051775983750715947 -0.0092363537819127404 0.01110293837985149 0.015950382408446432 -0.0078654994765705866 -0.0038769153723362273 -0.019055342064845888 -0.0071694612581127597 0.011332554627214613 0.010769682352198291 -0.0048487409346601338 -0.0027440317232463453 -0.012783729298768145 0.013475053835678459 -0.00064876835561690298
leaf_weight=46 58 57 68 49 51 65 50 68 47 90 80 84 57 46 49 67 2702
leaf_count=46 58 57 68 49 51 65 50 68 47 90 80 84 57 46 49 67 2702
internal_value=0 0.00274753 0.00470983 0.00142563 0.00366177 0.00728765 0.00170452 -0.000538749 -0.00879608 -0.000301699 0.00433889 -0.000523873 -0.000324564 0.00598161 -0.000609998 0.00504542 -0.00086521
internal_weight=0 398 340 283 234 166 101 3336 93 3243 148 3095 3005 130 2875 124 2751
internal_count=3734 398 340 283 234 166 101 3336 93 3243 148 3095 3005 130 2875 124 2751
is_linear=0
shrinkage=0.0995203


Tree=949
num_leaves=21
num_cat=0
split_feature=8 9 9 0 9 26 10 3 3 26 3 8 9 18 5 5 0 27 26 3
split_gain=0.279982 0.99376 0.944996 0.770004 0.730025 1.38041 0.710052 0.814987 0.624381 1.40622 0.584799 0.863938 1.47693 0.849058 0.883528 1.51556 0.929588 0.784259 0.675687 0.502463
threshold=-0.092299999999999993 -0.096659999999999982 0.099985000000000018 0.15834000000000004 0.08951000000000002 0.091400000000000023 0.078340000000000021 0.15778000000000003 0.09049500000000002 0.07987000000000001 0.094185000000000033 -0.082654999999999992 0.088770000000000029 0.11715500000000002 0.0063000000000000009 -1.0000000180025095e-35 -0.081909999999999997 0.083270000000000025 -0.10954 0.087325000000000028
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 10 6 -6 7 8 19 -10 13 12 -12 14 15 -3 -16 18 -13 -1
right_child=1 3 -4 -5 5 -7 -8 -9 9 -11 11 17 -14 -15 16 -17 -18 -19 -20 -21
leaf_value=0.0022514137879718187 -0.014209466685448058 -0.0010195106705879991 -0.010318131505532681 0.011123595367150367 0.02332474999228791 4.2947503061928513e-05 -0.010470824788732272 0.01506109638215161 0.0038166522798655502 -0.013196152426862152 0.017403250194679747 0.0084177037140272439 -0.0036055575579468676 -0.013068250441835466 -0.013238839677039914 0.01294009264545715 -0.0020928862035732225 -0.0091798334280857406 5.0860064767391297e-05 0.014007984207119361
leaf_weight=155 52 1270 59 57 46 56 46 46 123 79 79 107 57 63 113 82 216 82 899 47
leaf_count=155 52 1270 59 57 46 56 46 46 123 79 79 107 57 63 113 82 216 82 899 47
internal_value=0 -0.000567988 0.00169507 -0.000333219 0.00288169 0.0105506 0.00130296 0.00250832 0.00107702 -0.00283282 -0.000553521 0.00111357 0.00859207 -0.00172401 -0.00129837 -0.000172242 -0.00592362 0.000178007 0.000941587 0.00499091
internal_weight=0 3077 657 3025 598 102 496 450 404 202 2968 1224 136 1744 1681 1352 329 1088 1006 202
internal_count=3734 3077 657 3025 598 102 496 450 404 202 2968 1224 136 1744 1681 1352 329 1088 1006 202
is_linear=0
shrinkage=0.0995203


Tree=950
num_leaves=34
num_cat=0
split_feature=6 12 0 9 2 3 6 2 6 0 18 6 6 17 17 17 8 2 2 1 1 19 17 6 17 20 17 1 0 8 1 17 9
split_gain=0.287976 0.661568 0.595578 1.29257 1.16684 0.979695 2.05483 1.12773 0.810023 0.700135 0.684449 0.639387 1.44378 0.785323 1.91546 1.09285 0.760063 0.608467 0.639678 0.531081 0.642406 1.14764 1.05625 1.85622 1.27534 0.785248 0.51147 0.473518 0.839818 0.980417 0.718712 0.644414 0.626748
threshold=-0.011749999999999998 -0.086019999999999999 -0.08892499999999999 0.087055000000000021 -0.082294999999999993 0.091865000000000016 -0.079164999999999999 -0.079604999999999995 -0.089284999999999989 -0.066735000000000003 0.11906500000000002 -0.09007999999999998 -0.083069999999999991 -0.082354999999999998 -0.065004999999999993 -0.10193000000000001 -0.081669999999999993 0.10674000000000002 -0.0083149999999999995 0.17018000000000003 -0.053299999999999993 0.093310000000000018 0.016900000000000005 0.11642500000000001 -0.24445500000000001 -0.009049999999999999 -0.0092949999999999994 -0.078729999999999994 -0.071029999999999996 -0.064125000000000001 -0.079844999999999985 0.043850000000000007 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 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 -4 6 -5 9 -9 -7 11 13 -13 15 -15 -3 -14 18 -6 20 21 27 24 -24 -22 26 -26 30 31 -30 32 -29 -2
right_child=19 2 3 5 17 7 -8 8 -10 -11 -12 12 16 14 -16 -17 -18 -19 -20 -21 22 -23 23 -25 25 -27 -28 28 29 -31 -32 -33 -34
leaf_value=-0.010704762780123596 -0.0035830303658687928 -0.00093506447547254425 0.019558432393748059 0.0032524206436301008 0.0066715988266587553 0.014273856762219568 -0.023154687125396676 -0.013712147699250787 0.0010662784584798612 0.00058226305385003247 0.010386978034299736 -0.018456014616401124 0.0061668787486717589 -0.019326600942700195 0.00069628374787272752 0.019318278015120826 -0.0089600212142830274 0.01358649973816437 -0.0064784127846371853 0.0095085967350464432 -0.015265409620100458 0.013461839307200248 -0.021146490014907305 0.002820977256775512 0.0024447971605632648 0.012886536588614571 -0.0090982135216395345 0.012185698037020479 -0.015807846957196964 0.0040159243537146441 -0.012767703314667672 0.0017095398536509782 0.0011331774690532188
leaf_weight=48 555 60 71 70 94 97 50 46 182 60 52 65 76 53 441 47 58 57 60 47 52 58 83 52 123 51 55 90 47 52 56 165 561
leaf_count=48 555 60 71 70 94 97 50 46 182 60 52 65 76 53 441 47 58 57 60 47 52 58 83 52 123 51 55 90 47 52 56 165 561
internal_value=0 0.000809805 0.00114752 0.0031216 0.00851888 0.000106053 -0.00774372 0.00255486 -0.00191175 0.00904662 -0.000674991 -0.00139504 -0.00628462 0.000222609 -0.00145026 0.00795362 -0.000374477 0.00480027 0.0015429 -0.000946262 -0.00119236 -0.00027776 -0.00467291 -0.0119085 -0.00119381 0.00199791 -0.00111727 -0.00080051 0.00238832 -0.0053871 -0.00176439 0.00541022 -0.00121151
internal_weight=0 1687 1639 787 282 505 120 385 228 157 852 800 199 601 494 107 134 211 154 2047 2000 1584 416 135 281 229 178 1526 354 99 1172 255 1116
internal_count=3734 1687 1639 787 282 505 120 385 228 157 852 800 199 601 494 107 134 211 154 2047 2000 1584 416 135 281 229 178 1526 354 99 1172 255 1116
is_linear=0
shrinkage=0.0995203


Tree=951
num_leaves=25
num_cat=0
split_feature=9 17 17 5 2 5 20 18 20 29 26 20 4 4 2 17 4 1 5 3 26 18 3 5
split_gain=0.232697 0.966658 0.678552 1.94546 1.18842 0.984026 0.742747 1.52009 0.974918 1.09609 0.85722 0.851641 0.573099 0.559463 1.59895 0.802381 1.08738 0.434232 1.50544 0.58267 0.502227 0.428215 0.654054 0.35241
threshold=0.083325000000000024 0.32384000000000007 -0.049834999999999997 -0.0042299999999999994 -0.080974999999999991 -0.073669999999999999 -0.055879999999999992 0.089365000000000014 -0.082419999999999993 -0.0087699999999999983 0.078560000000000019 1.0000000180025095e-35 0.10353000000000002 0.077845000000000025 -0.13535499999999998 -0.54892999999999992 0.10845500000000002 0.18123500000000006 -0.16926499999999997 0.10611500000000003 -0.10954 -0.41265499999999994 0.11604000000000002 0.0076350000000000012
decision_type=2 2 2 2 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 12 8 10 9 -1 11 -8 -6 17 15 -15 -17 18 -2 -19 23 -22 -23 -20
right_child=13 -3 3 -5 5 -7 7 -9 -10 -11 -12 -13 -14 14 -16 16 -18 19 20 -21 21 22 -24 -25
leaf_value=-0.010785566614335777 -0.015580684182120377 -0.01271505781719068 0.013835648259346937 0.018627855521035828 -0.004496723582304166 -0.010591059881320133 -0.0093801604195697073 -0.020953956768447229 0.013535873337430044 0.0076334286611035498 0.010392921205312792 0.0053210844419518963 0.004459910569399898 -0.0090362967849496375 -0.016338049855813601 0.011080414808164447 -0.0068924628523416723 0.014513912967406889 0.0011219098905356575 -0.00084862998935138884 -0.0073906838437638993 -0.00047983358794386724 0.0075542470800842162 0.011848073132437534
leaf_weight=63 63 48 69 78 98 75 115 46 65 65 50 59 254 67 84 87 54 46 64 52 82 1886 106 58
leaf_count=63 63 48 69 78 98 75 115 46 65 65 50 59 254 67 84 87 54 46 64 52 82 1886 106 58
internal_value=0 0.00108997 0.00172976 0.00401645 0.00171704 -0.000239325 -0.00110337 -0.00447479 0.00360888 -0.00142578 -0.00108701 -0.00439055 0.00196398 -0.000640309 -0.00474947 -6.55241e-05 0.00419138 -0.000130893 -0.000412584 0.00635401 2.21945e-05 -0.000342455 -5.19061e-05 0.00622795
internal_weight=0 1085 1037 574 496 427 463 270 193 128 224 174 352 2649 292 208 141 2357 2259 98 2196 2074 1992 122
internal_count=3734 1085 1037 574 496 427 463 270 193 128 224 174 352 2649 292 208 141 2357 2259 98 2196 2074 1992 122
is_linear=0
shrinkage=0.0995203


Tree=952
num_leaves=12
num_cat=0
split_feature=27 27 0 6 21 2 0 27 27 0 27
split_gain=0.368586 0.395283 0.365956 1.0673 2.0372 0.884523 0.374843 0.508039 0.656264 1.43858 1.11528
threshold=0.11510000000000002 0.10630500000000002 -0.18357499999999999 -0.095554999999999987 -1.0000000180025095e-35 0.097285000000000024 -0.15758999999999998 0.095885000000000012 0.085370000000000015 -0.093765000000000001 0.078330000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -4 8 10 -10 -8
right_child=-2 -3 6 4 -6 -7 7 -9 9 -11 -12
leaf_value=-0.013299034032846612 0.0075759597026051218 -0.0087164748915593403 -0.008164761616044857 -0.0029842219359875002 0.023277508466604632 0.0050311502875307317 -0.00024474875572210125 0.0084192446923787388 0.0043574691982307843 -0.01724559499607007 0.013925674695207125
leaf_weight=48 63 52 58 57 60 57 3111 68 56 67 56
leaf_count=48 63 52 58 57 60 57 3111 68 56 67 56
internal_value=0 -0.000100906 2.2016e-05 0.00393763 0.0104763 -0.00334057 -0.000232213 -9.49571e-05 -0.000271183 -0.0074034 5.55934e-06
internal_weight=0 3690 3638 222 117 105 3416 3358 3290 123 3167
internal_count=3753 3690 3638 222 117 105 3416 3358 3290 123 3167
is_linear=0
shrinkage=0.0995203


Tree=953
num_leaves=20
num_cat=0
split_feature=4 4 3 5 26 1 2 13 0 5 0 1 4 4 27 1 20 4 6
split_gain=0.37925 0.860965 0.52449 0.758675 0.791001 0.947539 0.615684 0.468341 0.919695 0.55157 0.908736 0.689112 0.515823 1.13897 0.40537 1.74856 0.760739 1.48282 0.46567
threshold=0.10495500000000003 0.10684000000000003 0.14166500000000004 0.44834500000000005 0.094025000000000011 -0.47779999999999995 0.11392500000000001 1.0000000180025095e-35 0.099665000000000017 -0.4345 -0.14124499999999998 0.40359500000000009 0.11670500000000002 0.12719000000000005 0.085370000000000015 -0.016029999999999999 -0.089994999999999992 0.08024000000000002 -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 -2 3 6 5 -5 14 8 9 12 -11 -12 -3 -14 16 -16 17 -1 -18
right_child=1 7 -4 4 -6 -7 -8 -9 -10 10 11 -13 13 -15 15 -17 18 -19 -20
leaf_value=0.00176512237017818 0.015041974448495251 -0.0094624190967962478 0.0080841697941971252 -0.0022162082242750195 0.0019229002276524476 -0.020026056878271352 -0.010201937851916592 0.010120569839164198 -0.01240369765657179 0.016873104909636203 -0.0010205458075986963 0.012007667472924682 0.013755536960384444 -0.0047762581377222809 -0.020349299662905534 0.0054708244218060094 -0.0019192776746342695 0.021378871030875608 0.00086638503079763301
leaf_weight=204 48 66 70 56 66 63 60 53 51 49 177 52 48 104 47 58 1031 47 1403
leaf_count=204 48 66 70 56 66 63 60 53 51 49 177 52 48 104 47 58 1031 47 1403
internal_value=0 0.00221509 -0.000431845 -0.000628531 -0.00680453 -0.0116518 -0.000227345 0.00118757 0.000320538 0.00163053 0.00457031 0.00193425 -0.00211461 0.0010705 -1.25442e-05 -0.00607896 0.000224385 0.00544108 -0.000313237
internal_weight=0 648 3105 3035 185 119 2850 600 547 496 278 229 218 152 2790 105 2685 251 2434
internal_count=3753 648 3105 3035 185 119 2850 600 547 496 278 229 218 152 2790 105 2685 251 2434
is_linear=0
shrinkage=0.0995203


Tree=954
num_leaves=19
num_cat=0
split_feature=18 4 4 4 4 18 3 5 18 5 5 26 21 35 1 5 5 4
split_gain=0.313387 1.06329 0.960206 0.975151 1.31492 1.14933 1.85268 0.829702 0.617288 0.78537 0.818054 1.30442 0.805521 0.559847 0.661994 1.386 0.887046 0.444902
threshold=-0.022504999999999997 0.10739000000000003 0.092345000000000024 0.085990000000000025 0.079660000000000022 -0.083039999999999989 0.092735000000000026 0.070325000000000013 -0.017129999999999996 0.24444000000000005 0.089620000000000019 0.086580000000000032 0.086565000000000017 -0.076159999999999992 -0.092674999999999993 0.0035750000000000005 -0.072535000000000002 0.10172500000000002
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 -7 -1 -2 10 13 -12 -11 -10 16 -16 -15 -4
right_child=8 -3 17 -5 -6 6 -8 -9 9 12 11 -13 -14 14 15 -17 -18 -19
leaf_value=0.0043112702943871352 0.010143708395186926 0.010460997598756801 -0.017669193672934763 0.013028141997525661 -0.015462502554101006 -0.011489502982032253 0.0020364679827252043 -0.0025855161547469353 -0.008305556034079304 -0.017287450811784125 0.01728486374545209 -0.0040178479608041521 0.00083622298879437534 -0.0025236854068985438 0.00062230206636895962 -0.015860961338427387 0.012783100733485462 -0.0044309632446408228
leaf_weight=436 67 74 51 47 64 211 191 286 71 49 72 47 48 61 1779 52 97 50
leaf_count=436 67 74 51 47 64 211 191 286 71 49 72 47 48 61 1779 52 97 50
internal_value=0 -0.00114958 -0.00179329 -0.00102957 -0.00158642 -0.000795592 -0.00506095 0.00157817 0.000728195 0.000450665 0.000841056 0.00886431 -0.0083106 0.000377179 0.000687533 0.000153733 0.00686834 -0.0111237
internal_weight=0 1410 1336 1235 1188 1124 402 722 2343 2276 2179 119 97 2060 1989 1831 158 101
internal_count=3753 1410 1336 1235 1188 1124 402 722 2343 2276 2179 119 97 2060 1989 1831 158 101
is_linear=0
shrinkage=0.0995203


Tree=955
num_leaves=12
num_cat=0
split_feature=7 7 7 2 0 8 3 6 8 4 9
split_gain=0.305535 0.350224 0.368041 0.45536 0.795685 0.378865 1.48221 1.12533 1.05066 0.714478 0.350555
threshold=0.093110000000000012 0.079440000000000024 0.020750000000000005 -0.15327499999999997 0.048750000000000009 -0.0032949999999999998 0.085295000000000024 0.041585000000000011 -0.0077949999999999998 0.14754500000000006 0.095285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 -7 -8 9 -5 -6
right_child=-2 -3 -4 5 10 6 7 -9 -10 -11 -12
leaf_value=-0.014511147059962691 0.0063518302624869048 -0.008062602595151994 0.0066030735311681851 7.1094616933185304e-05 0.0055095678804839582 0.016879913996673792 0.0028056509252175309 -0.0080463144584103728 -0.015013259285716615 -0.011822598652283536 -0.0061792678601713807
leaf_weight=59 74 54 82 2609 54 62 495 117 48 51 48
leaf_count=59 74 54 82 2609 54 62 495 117 48 51 48
internal_value=0 -0.000106917 1.137e-05 -0.000140959 -0.00531209 0.000104971 0.00221652 0.000729672 -0.000420275 -0.000156635 9.13236e-07
internal_weight=0 3679 3625 3543 161 3382 674 612 2708 2660 102
internal_count=3753 3679 3625 3543 161 3382 674 612 2708 2660 102
is_linear=0
shrinkage=0.0995203


Tree=956
num_leaves=13
num_cat=0
split_feature=18 20 18 5 8 18 9 8 10 10 6 3
split_gain=0.371387 1.23735 0.343736 0.710794 0.281079 1.05974 0.676446 0.562969 0.409841 0.621938 0.520058 0.293367
threshold=-0.40801999999999999 -0.072834999999999997 -0.15202999999999997 0.40431000000000011 0.10649000000000002 0.087065000000000017 0.10054500000000002 0.096835000000000018 0.08235000000000002 0.077800000000000022 -0.054259999999999996 0.084380000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 7 6 -6 8 9 11 -10 -4
right_child=2 -3 4 -5 5 -7 -8 -9 10 -11 -12 -13
leaf_value=-0.0024977387776296297 -0.010933781568453935 0.017550460418232116 -0.0023894074761081369 0.002435885663360214 -0.016568104909382968 0.0089195693771555572 -0.001599641841186451 0.010456664005722387 0.0011621008016777521 0.011801011249599527 -0.013326107015379859 0.00051538314691846807
leaf_weight=78 84 50 395 74 58 46 62 53 48 46 50 2684
leaf_count=78 84 50 395 74 58 46 62 53 48 46 50 2684
internal_value=0 0.0053272 -0.000127882 -0.00466686 8.02353e-05 -0.00391463 -0.00884122 0.000282911 0.000115357 0.000314342 -0.00622149 0.000142466
internal_weight=0 128 3600 158 3442 166 120 3276 3223 3125 98 3079
internal_count=3728 128 3600 158 3442 166 120 3276 3223 3125 98 3079
is_linear=0
shrinkage=0.0995203


Tree=957
num_leaves=18
num_cat=0
split_feature=17 3 3 20 9 8 3 2 3 5 2 1 3 0 9 7 2
split_gain=0.337134 0.834205 3.8471 1.74621 1.04653 0.986436 0.945589 1.69728 0.842273 0.60126 0.462795 0.412901 0.832419 0.508858 0.631722 0.562932 0.700917
threshold=-0.41426000000000002 0.093615000000000018 0.099655000000000021 -0.078725000000000003 0.089435000000000028 -0.084554999999999991 0.11252000000000002 -0.076524999999999996 0.10669500000000003 0.24444000000000005 0.096520000000000022 -0.37983499999999998 0.099655000000000021 0.076335000000000014 -0.22988499999999998 0.093110000000000012 0.0040650000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 8 -8 -5 11 -11 12 -2 14 -13 16 -16
right_child=9 2 3 6 -6 -7 7 -9 -10 10 -12 13 -14 -15 15 -17 -18
leaf_value=-0.0075427414011236676 -0.0010684136504901737 0.030112555945036926 -0.010900910109595974 0.0081353585939048408 -0.01603356192255528 0.011306294351272434 0.023603542142201547 -0.0013041168504603843 -0.009869325267284396 -0.015055924555610575 -0.0018500800510426998 0.0091407216748028933 0.01615562105183057 -0.010570480511194977 6.3123004233746273e-05 0.0098982296370558331 -0.0045515155420878042
leaf_weight=56 70 52 89 50 47 54 59 50 53 47 60 71 46 47 2449 52 376
leaf_count=56 70 52 89 50 47 54 59 50 53 47 60 71 46 47 2449 52 376
internal_value=0 0.00243079 0.00511601 0.000794947 -0.00360147 0.00170298 0.00570886 0.0121705 -0.00112124 -0.000323231 -0.00765843 -7.06806e-05 0.00575475 -0.00029658 -0.000132505 -0.000361639 -0.000550783
internal_weight=0 510 353 301 157 110 212 109 103 3218 107 3111 116 2995 2948 2877 2825
internal_count=3728 510 353 301 157 110 212 109 103 3218 107 3111 116 2995 2948 2877 2825
is_linear=0
shrinkage=0.0995203


Tree=958
num_leaves=20
num_cat=0
split_feature=18 20 2 2 9 21 4 18 18 8 1 4 5 8 4 4 3 3 3
split_gain=0.292742 0.991766 0.330055 1.39215 0.835133 0.588463 1.16191 0.945956 0.638133 1.10071 1.06424 1.07479 0.96302 0.682904 0.539094 0.927718 1.98935 0.809484 2.14524
threshold=-0.40801999999999999 -0.072834999999999997 -0.08342999999999999 -0.082830000000000001 0.079525000000000026 -0.067244999999999985 0.093220000000000011 -0.015069999999999998 0.088735000000000022 0.0017700000000000003 0.0099250000000000015 0.089280000000000012 -0.055004999999999991 -0.075449999999999989 0.10722500000000003 0.085590000000000013 0.10377500000000002 0.10174000000000002 0.094970000000000013
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 7 -5 9 13 11 -10 -11 -7 15 17 -17 18 -6
right_child=2 -3 3 5 14 8 -8 -9 10 12 -12 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.0022795284974973531 0.0093586939800563707 0.01566852806032086 0.012850293610663883 -0.0087845957672941666 -0.0022178654717712409 0.0006192934518857063 -0.016386088723392426 0.010971446461660666 -0.0027733015747706652 0.0014557010215968081 -0.013531219171658823 0.0076915555617953837 -0.018570493575195589 0.0051813551995334196 0.005976317813210643 -0.026798674936957846 0.00024341683991586813 -0.012301986199838579 0.016680163107171193
leaf_weight=78 67 50 88 48 844 822 62 48 478 47 71 122 48 538 77 47 63 66 64
leaf_count=78 67 50 88 48 844 822 62 48 478 47 71 122 48 538 77 47 63 66 64
internal_value=0 0.00472504 -0.000118134 0.000567257 -0.0014427 9.36465e-05 -0.00576563 0.0010849 0.000529481 0.00170067 -0.00200892 -0.000644082 -0.00865418 0.00242459 -0.00206674 -0.00263882 -0.0113035 -0.00165942 -0.000884943
internal_weight=0 128 3600 2372 1228 2284 158 96 2126 1455 671 600 95 1360 1161 1084 110 974 908
internal_count=3728 128 3600 2372 1228 2284 158 96 2126 1455 671 600 95 1360 1161 1084 110 974 908
is_linear=0
shrinkage=0.0995203


Tree=959
num_leaves=11
num_cat=0
split_feature=10 19 27 1 1 21 21 6 6 6
split_gain=0.266625 0.319428 0.43841 0.288801 0.651649 0.590116 0.878385 0.395646 0.297346 0.09532
threshold=0.09407500000000002 -0.016414999999999996 -0.086859999999999993 0.42491000000000007 0.36766000000000004 -0.091649999999999995 -0.08564999999999999 -0.46637499999999998 -0.48214499999999999 -0.10032499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 -5 -6
right_child=-2 2 3 7 9 6 -8 -9 -10 -11
leaf_value=0.0060085727242560364 -0.0064282948777747992 -0.0080304058966603458 0.0080758560438072922 0.0038550676146352682 -0.004735919857123648 -0.011979444556023362 0.00018044941112004825 0.0090692193545897047 -0.0057546525227514045 -0.01077362784867264
leaf_weight=90 62 66 91 88 52 60 3033 83 50 53
leaf_count=90 62 66 91 88 52 60 3033 83 50 53
internal_value=0 0.000152857 5.25244e-06 0.000156584 -7.7176e-05 0.00017696 -5.51715e-05 0.00363918 0.000367352 -0.00779132
internal_weight=0 3666 3576 3510 3289 3184 3093 221 138 105
internal_count=3728 3666 3576 3510 3289 3184 3093 221 138 105
is_linear=0
shrinkage=0.0995203


Tree=960
num_leaves=19
num_cat=0
split_feature=13 11 5 6 9 20 26 26 4 2 7 4 4 7 20 4 8 27
split_gain=0.29313 0.404364 0.316132 0.920983 1.18211 1.07326 2.37193 1.94809 1.89249 0.857278 0.796751 0.63673 3.26397 1.27176 0.919372 1.72639 1.36125 0.802108
threshold=1.0000000180025095e-35 -0.40069499999999997 -0.11065499999999999 -0.09416999999999999 -0.091064999999999993 -0.06470999999999999 0.084785000000000013 0.086365000000000011 0.083980000000000013 -0.080914999999999987 1.0000000180025095e-35 0.092860000000000012 0.08858000000000002 0.077685000000000018 0.087625000000000022 0.099305000000000018 -0.074504999999999988 -0.038765000000000001
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 7 8 -5 -7 -6 -11 12 13 17 15 -13 -17 -4
right_child=-2 2 11 5 9 6 -8 -9 -10 10 -12 14 -14 -15 -16 16 -18 -19
leaf_value=-0.0092417847362097558 0.0058414978391151985 0.0095882388879097915 -0.013021632321266654 -0.010958880892918847 0.0047605368698643803 0.0074308776247549359 -0.0022119498383088233 0.012638212381665766 0.035706199871917643 -0.0093923495170815507 0.0051034729853622869 -0.023875149193803062 0.026430851579259732 -0.01636600233321444 0.0072737818926265109 -0.010923515846367181 0.0029511617564640584 0.00024732708612971343
leaf_weight=47 85 82 46 77 87 46 71 63 48 203 46 47 46 48 59 127 156 2362
leaf_count=47 85 82 46 77 87 46 71 63 48 203 46 47 46 48 59 127 156 2362
internal_value=0 -7.01422e-05 4.89084e-05 0.00191037 -0.00112208 0.006069 0.0115071 -0.000334341 0.0218781 -0.00373834 -0.00671112 -0.000416335 0.000165717 -0.000325887 -0.00416212 -0.00620921 -0.00327239 -5.81e-06
internal_weight=0 3661 3614 723 418 305 165 140 94 336 249 2891 2502 2456 389 330 283 2408
internal_count=3746 3661 3614 723 418 305 165 140 94 336 249 2891 2502 2456 389 330 283 2408
is_linear=0
shrinkage=0.0995203


Tree=961
num_leaves=26
num_cat=0
split_feature=26 0 9 26 17 9 26 9 6 6 26 6 9 9 0 4 1 4 35 27 9 9 0 9 9
split_gain=0.279229 0.424694 0.693768 1.35903 1.13366 1.35757 0.75711 0.756046 0.695469 0.910014 0.896195 1.31543 0.840066 0.767071 0.682787 0.43421 0.703392 0.685033 0.649486 0.725222 0.712576 0.34892 0.5464 0.513985 0.265305
threshold=-0.10954 -0.076439999999999994 0.091010000000000021 -0.042444999999999997 -0.0073949999999999997 0.09667000000000002 0.092050000000000021 0.090255000000000016 0.094100000000000031 0.10165000000000003 0.088685000000000028 0.087075000000000027 0.085765000000000022 0.08679000000000002 -0.080204999999999985 0.13554500000000005 0.50230500000000011 0.12182500000000003 -0.079394999999999993 0.085540000000000019 0.093175000000000022 0.096225000000000019 -0.100285 0.088135000000000033 0.11542500000000001
decision_type=2 2 2 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 2 7 -4 5 -5 -6 8 10 -10 12 -12 -2 -11 -8 17 -17 18 -3 20 -20 22 -1 -24 -23
right_child=1 15 3 4 6 -7 14 -9 9 13 11 -13 -14 -15 -16 16 -18 -19 19 -21 -22 24 23 -25 -26
leaf_value=-0.0086033669304333444 -0.00070217667200767281 0.0091342994044690696 -0.010153786217712412 0.022142062783112107 0.010595252594304657 0.0023399927718376254 -0.0060502182049778719 -0.011568739032912258 0.018053000917384342 -0.0069647486165840614 0.00090574299739392815 -0.010997086306270124 0.0051439577236952246 0.010400104992818357 0.0057553414326884985 0.012472025629579608 -0.0042258198097015814 -0.013023578246260348 0.002076878626184444 -0.012705825491261197 -0.0039327380928949962 0.012340314926480269 0.0097734706476977629 -0.0036722214745225521 0.0021155137776581643
leaf_weight=48 1017 51 59 77 78 62 113 57 47 53 190 178 320 48 85 52 48 57 317 63 509 56 66 49 46
leaf_count=48 1017 51 59 77 78 62 113 57 47 53 190 178 320 48 85 52 48 57 317 63 509 56 66 49 46
internal_value=0 -0.000179373 0.000566037 0.0039741 0.00598462 0.0133154 0.00228971 -0.000279305 6.75271e-05 0.00661193 -0.00050007 -0.00484938 0.000696436 0.00127975 -0.00097804 -0.00180004 0.00444888 -0.00242764 -0.00178425 -0.00241154 -0.00162539 0.00317177 0.000309885 0.00403732 0.00773716
internal_weight=0 3481 2384 474 415 139 276 1910 1853 148 1705 368 1337 101 198 1097 100 997 940 889 826 265 163 115 102
internal_count=3746 3481 2384 474 415 139 276 1910 1853 148 1705 368 1337 101 198 1097 100 997 940 889 826 265 163 115 102
is_linear=0
shrinkage=0.0995203


Tree=962
num_leaves=20
num_cat=0
split_feature=21 3 6 18 3 3 21 21 1 26 3 8 2 19 8 18 18 3 29
split_gain=0.264734 1.25257 1.67936 1.09201 1.18957 1.64189 1.12425 0.842951 0.699356 0.422975 0.68343 0.453522 0.835126 0.465559 1.47109 1.07503 0.989009 0.673109 0.50112
threshold=0.095695000000000016 0.089095000000000021 -0.09416999999999999 0.15891500000000006 0.097880000000000023 0.10341500000000002 0.10403500000000003 0.10403500000000003 0.04735000000000001 -0.14224499999999998 0.088325000000000028 0.10228000000000002 -0.14264999999999997 0.10861000000000003 -0.081174999999999983 0.15614500000000003 0.11715500000000002 0.090435000000000029 -0.085824999999999999
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 6 -6 -3 -7 -9 10 -1 13 -13 15 17 16 18 -15 -11
right_child=1 3 -4 -5 5 7 -8 8 -10 11 -12 12 -14 14 -16 -17 -18 -19 -20
leaf_value=0.015621174994812375 -0.0025069843764509241 -0.021716757465566765 0.022756920483235868 -0.016905431854396986 0.013644733361546209 -0.012997309937194113 -0.0030831455263123039 0.0064539329925739223 -0.0033413119972986382 0.009708925535066042 0.00052417279893989237 0.016055290325493566 -0.0024015431337196815 -0.0073498613925581206 -0.020215606142528396 0.013465231858598065 -0.011764330840658976 0.0088447915976214726 0.00010158303307462012
leaf_weight=47 60 52 46 53 77 61 84 105 231 55 81 49 48 48 46 60 69 54 2420
leaf_count=47 60 52 46 53 77 61 84 105 231 55 81 49 48 48 46 60 69 54 2420
internal_value=0 -0.00159409 0.00844888 -0.00320099 -0.00200893 0.000343481 -0.0102138 -0.0022343 -0.000277861 0.000477202 0.006074 0.000225462 0.00691358 -9.97771e-06 -0.00543982 0.000298316 -1.19024e-05 0.00121575 0.00031541
internal_weight=0 769 106 663 610 474 136 397 336 2977 128 2849 97 2752 148 2604 2544 102 2475
internal_count=3746 769 106 663 610 474 136 397 336 2977 128 2849 97 2752 148 2604 2544 102 2475
is_linear=0
shrinkage=0.0995203


Tree=963
num_leaves=19
num_cat=0
split_feature=5 5 2 27 20 20 18 26 5 8 26 19 20 4 8 4 7 1
split_gain=0.247405 1.22404 0.781636 0.765638 1.08993 2.14545 1.29784 0.888448 1.23755 1.08326 2.32604 0.681564 0.568196 0.483885 0.701642 0.879189 0.761948 0.631207
threshold=-0.0071849999999999995 -0.0083599999999999994 -0.16099499999999997 0.085370000000000015 0.0013750000000000004 0.10481500000000003 0.18126000000000006 0.088875000000000023 0.0029100000000000007 -0.080835000000000004 0.0054200000000000012 0.0092450000000000015 -0.081564999999999985 0.14257000000000006 0.10649000000000002 0.13721500000000006 -0.009689999999999999 0.51136500000000018
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 6 -6 7 9 -9 12 -11 -10 -2 14 15 16 -4 -15
right_child=3 -3 13 -5 5 -7 -8 8 11 10 -12 -13 -14 17 -16 -17 -18 -19
leaf_value=0.01162384521145126 -0.012335481814183921 0.015088172988302694 -0.010628192302519218 -0.0099185318852371522 -0.023024015840369054 0.0049476363040533052 0.016854323660378142 -0.01652041203990472 -2.0729898549121804e-05 0.0021549773755933001 0.022853756784097456 -0.012422996150908439 -0.00066904458269086218 -0.015304635336531116 -0.010275526129615038 0.013953070143284129 0.00066867153530442104 0.00091300165817685762
leaf_weight=59 50 57 61 89 58 51 46 63 360 368 63 50 240 46 60 48 1928 49
leaf_count=59 50 57 61 89 58 51 46 63 360 368 63 50 240 46 60 48 1928 49
internal_value=0 0.000685212 0.000320136 -0.000977801 -0.000387331 -0.00992886 0.00045074 -0.000180539 -0.00353285 0.00201755 0.00518245 -0.0015352 -0.00268332 1.55105e-05 0.000330604 0.00064341 0.0003218 -0.00693114
internal_weight=0 2308 2251 1438 1349 109 1240 1194 473 721 431 410 290 2192 2097 2037 1989 95
internal_count=3746 2308 2251 1438 1349 109 1240 1194 473 721 431 410 290 2192 2097 2037 1989 95
is_linear=0
shrinkage=0.0995203


Tree=964
num_leaves=19
num_cat=0
split_feature=4 27 5 3 17 26 3 8 5 3 17 2 2 4 26 8 5 9
split_gain=0.653885 0.41179 0.384547 0.735763 1.08616 0.937014 0.92863 0.830457 0.758214 1.33521 1.15008 0.654537 1.92389 0.578465 0.96406 0.564117 1.68156 0.982861
threshold=0.15615500000000004 -0.089394999999999988 -0.0044999999999999997 0.092510000000000023 -0.0030799999999999998 0.11699500000000003 0.11252000000000002 -0.069785 -0.019465 0.091225000000000014 0.10178500000000003 0.12610000000000002 0.097745000000000012 0.11174500000000002 0.085570000000000021 -0.089779999999999985 -0.14035499999999998 0.09271500000000002
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 6 8 7 -5 9 -3 -10 12 13 14 -4 16 -6 -17
right_child=-2 2 11 4 15 -7 -8 -9 10 -11 -12 -13 -14 -15 -16 17 -18 -19
leaf_value=0.0069479182073701644 0.010887165451107364 -0.0022426358345491262 0.00239242433803379 0.020526580452319521 0.001304167525976024 0.01160974427120948 -0.0028888505134714083 0.005335347727609319 -0.00021044503608541568 -0.01541564897189677 0.016329694834792425 0.0065546328017994059 -0.02000568036776295 -0.012388343015855249 -0.0035951683936806993 0.0065329103244667099 -0.019428650432143854 -0.001703566164472003
leaf_weight=75 52 740 455 73 161 54 48 70 438 85 46 85 59 47 642 281 51 293
leaf_count=75 52 740 455 73 161 54 48 70 438 85 46 85 59 47 642 281 51 293
internal_value=0 -0.000350547 -0.000501651 0.000258197 0.00234285 -0.00123548 0.00907461 0.013096 -0.00176601 -0.00360085 0.00135986 -0.00188276 -0.00247959 -0.001575 -0.00111096 0.000705971 -0.00367959 0.00232715
internal_weight=0 3703 3628 2340 977 1363 191 143 1309 825 484 1288 1203 1144 1097 786 212 574
internal_count=3755 3703 3628 2340 977 1363 191 143 1309 825 484 1288 1203 1144 1097 786 212 574
is_linear=0
shrinkage=0.0995203


Tree=965
num_leaves=9
num_cat=0
split_feature=0 0 4 0 0 2 38 9
split_gain=0.617015 0.619276 0.613621 0.617307 0.794255 0.406957 0.373525 0.404551
threshold=-0.23177499999999998 -0.229625 0.15615500000000004 -0.19631499999999999 -0.16969499999999998 0.11665500000000002 -0.08373499999999999 -0.02614
decision_type=2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 -1 -6 -8
right_child=1 2 -4 4 6 -7 7 -9
leaf_value=-0.014799471740043917 0.011145296017661054 -0.011483847522441035 0.010720087505215784 0.012208132725093671 -0.0092109575815114298 -0.001869046593906487 0.0029153487278250566 -0.00056137559663410564
leaf_weight=46 49 48 51 51 46 51 372 3041
leaf_count=46 49 48 51 51 46 51 372 3041
internal_value=0 3.223e-05 -0.000118427 -0.000274016 -0.000120485 -0.00800944 -0.000302497 -0.00018219
internal_weight=0 3658 3609 3558 3510 97 3459 3413
internal_count=3755 3658 3609 3558 3510 97 3459 3413
is_linear=0
shrinkage=0.0995203


Tree=966
num_leaves=9
num_cat=0
split_feature=1 26 0 0 20 38 29 5
split_gain=0.524034 0.532781 0.48044 0.630339 0.493848 0.493408 0.689983 0.330462
threshold=0.62198500000000012 0.50635500000000022 -0.23177499999999998 -0.229625 0.14849500000000004 -0.08335999999999999 -0.078484999999999985 -0.53715999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 -5 -7 -1
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=-0.0015094392630025679 0.0081913477051995896 0.0090567714749933952 0.011037754560241168 -0.010177176325896058 -0.008173889651490485 0.0058068514127963319 -0.00046186690332113351 -0.013271209836375262
leaf_weight=47 73 59 48 49 80 184 3167 48
leaf_count=47 73 59 48 49 80 184 3167 48
internal_value=0 -0.000323597 -0.000476581 -0.00028828 -0.000444737 -0.000262633 -0.000117414 -0.00746085
internal_weight=0 3682 3623 3528 3480 3400 3351 95
internal_count=3755 3682 3623 3528 3480 3400 3351 95
is_linear=0
shrinkage=0.0995203


Tree=967
num_leaves=12
num_cat=0
split_feature=1 0 0 20 3 8 1 21 5 5 2
split_gain=0.424925 0.406775 0.497189 0.358003 0.344625 1.12553 0.815818 0.532937 0.897197 0.43914 0.278778
threshold=0.62198500000000012 -0.23177499999999998 -0.229625 0.14849500000000004 0.089985000000000023 0.053925000000000008 0.0036400000000000009 -0.083784999999999984 -0.056974999999999998 -0.0044999999999999997 0.11665500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 5 6 -4 8 -6 -9 -1
right_child=-2 2 3 -5 7 -7 -8 9 -10 -11 -12
leaf_value=-0.012285783020030807 0.0073761430708920829 0.0099392759438207429 -0.0010608207895422856 -0.0067167398822442059 -0.00047752340538661874 0.010167750976690241 -0.0087573379536452292 0.0017628945594649894 0.017528757259394866 -0.0013172195374577308 -0.0014767176486138039
leaf_weight=46 73 48 1262 83 62 81 153 1009 49 840 49
leaf_count=46 73 48 1262 83 62 81 153 1009 49 840 49
internal_value=0 -0.000291414 -0.000120949 -0.000257629 -0.000102269 -0.00124 -0.0018936 0.000765705 0.00746382 0.000363157 -0.0067192
internal_weight=0 3682 3587 3539 3456 1496 1415 1960 111 1849 95
internal_count=3755 3682 3587 3539 3456 1496 1415 1960 111 1849 95
is_linear=0
shrinkage=0.0995203


Tree=968
num_leaves=22
num_cat=0
split_feature=1 0 9 9 17 1 21 19 20 2 18 3 0 3 21 0 8 0 8 18 20
split_gain=0.34139 1.43601 0.33945 0.808095 1.22994 0.988597 0.61402 0.782837 0.713333 0.546655 0.550854 0.720556 0.655784 1.30665 1.0405 1.57883 0.87678 0.836725 0.490447 0.548432 0.474207
threshold=-0.51253999999999988 0.061855000000000014 0.084055000000000032 0.083875000000000019 -0.49091000000000001 -0.40145499999999995 0.086410000000000028 0.083605000000000027 -0.055879999999999992 -0.021165 1.0000000180025095e-35 0.084895000000000012 -0.087614999999999985 0.084235000000000018 0.085955000000000018 -0.091364999999999988 -0.086589999999999986 -0.084269999999999998 -0.046889999999999994 0.23251500000000005 -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 -2 -6 7 -7 -8 10 12 -12 14 -14 15 -4 -16 -15 19 -13 -20
right_child=2 -3 9 -5 5 6 8 -9 -10 -11 11 18 13 17 16 -17 -18 -19 20 -21 -22
leaf_value=-0.018311522702643832 -0.012837896127465248 0.0043046926989202582 -0.0044925270741804487 0.013501994772413891 0.014918178485374101 0.0040842939142259529 0.0017952540898106713 -0.0093991059868563029 -0.0071330342804458748 -0.010434018016515804 0.011369156886750871 -0.001482242671423445 -0.015065740543583251 0.0068886981022110412 0.0070830296657294805 -0.025226408473414282 -0.004774457185772134 -0.00039279597863972122 5.563941193435429e-05 0.0093873454554865184 0.010865155442098992
leaf_weight=48 59 66 134 55 55 580 205 46 156 52 75 466 54 186 98 50 167 978 75 51 87
leaf_count=48 59 66 134 55 55 580 205 46 156 52 75 466 54 186 98 50 167 978 75 51 87
internal_value=0 -0.00521075 0.000320013 0.00172792 0.00113901 0.0019312 0.00120667 0.00309219 -0.00206069 -0.000337782 -0.000120589 0.00211114 -0.00113051 6.72871e-05 -0.0043816 -0.0101312 -0.000386335 0.000770039 0.00108732 -0.000408417 0.0058658
internal_weight=0 114 3629 1156 1101 1042 987 626 361 2473 2421 754 1667 1218 449 184 265 1164 679 517 162
internal_count=3743 114 3629 1156 1101 1042 987 626 361 2473 2421 754 1667 1218 449 184 265 1164 679 517 162
is_linear=0
shrinkage=0.0995203


Tree=969
num_leaves=17
num_cat=0
split_feature=1 0 5 1 1 5 0 3 3 2 5 18 5 19 17 5
split_gain=0.276741 1.16449 0.285444 1.20801 0.853854 0.695068 0.627754 0.596607 1.55358 0.711395 0.545009 0.437429 0.787605 0.661549 0.814544 0.577156
threshold=-0.51253999999999988 0.061855000000000014 -0.074569999999999984 0.078505000000000019 0.058455000000000014 -0.070260000000000003 -0.23099 0.12212000000000002 0.13547000000000003 0.10674000000000002 -0.080724999999999991 0.082540000000000016 -0.11517000000000001 0.10033500000000002 -0.079754999999999993 -0.16926499999999997
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 -4 -2 9 -9 -7 11 12 15 14 -13 -8
right_child=2 -3 3 -5 -6 7 10 8 -10 -11 -12 13 -14 -15 -16 -17
leaf_value=-0.016489157450058602 -0.0096115074548618531 0.0038762887553764366 0.0098700940779031226 0.016094718597040349 -0.010724828769225252 0.00047939969434804188 -0.0011978848069912756 0.020438551115466868 -0.0018181825268706318 -0.010997137065458313 -0.0077536392781628024 -0.0063901582521331286 -0.010828907975522191 -0.0058273074264837974 0.0063331992464145236 0.0088746563205147188
leaf_weight=48 77 66 83 51 64 1952 533 52 77 55 91 59 77 76 319 63
leaf_count=48 77 66 83 51 64 1952 533 52 77 55 91 59 77 76 319 63
internal_value=0 -0.00469146 0.000288142 0.000945763 0.000606991 0.000934191 -0.000896466 0.000586579 0.00714718 0.000164488 -0.000344843 0.000252657 -0.0013569 0.00264044 0.00434511 -0.000131796
internal_weight=0 114 3629 2334 2283 2219 1295 2136 129 2007 1218 1127 673 454 378 596
internal_count=3743 114 3629 2334 2283 2219 1295 2136 129 2007 1218 1127 673 454 378 596
is_linear=0
shrinkage=0.0995203


Tree=970
num_leaves=12
num_cat=0
split_feature=0 6 6 1 0 21 0 0 0 0 2
split_gain=0.291823 0.227439 0.644229 0.307665 0.789395 0.395779 0.65808 0.781753 0.732665 0.285473 0.224693
threshold=-0.23998999999999998 0.12080000000000003 0.13734500000000002 -0.51253999999999988 0.061855000000000014 -0.091649999999999995 -0.225295 -0.18357499999999999 -0.15758999999999998 -0.082224999999999993 -0.050194999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -5 -7 -8 -9 -4 -11
right_child=1 2 9 5 -6 6 7 8 -10 10 -12
leaf_value=0.0063972350139673033 -0.015146630418152257 0.013178836209389996 0.006462258034835122 0.0073344441894286141 0.0017741298576593053 -0.0092078542358413895 0.012784460997286739 -0.01132653316750804 5.9364251854304579e-05 -0.0077799286277042612 0.001517562439238041
leaf_weight=72 47 49 47 71 65 78 47 57 3107 49 54
leaf_count=72 47 49 47 71 65 78 47 57 3107 49 54
internal_value=0 -2.29588e-07 0.00327156 -0.00018799 -0.00531924 -1.67047e-05 -0.000175644 4.35073e-05 -0.000145496 2.972e-05 -0.00289757
internal_weight=0 3671 199 3472 112 3360 3289 3211 3164 150 103
internal_count=3743 3671 199 3472 112 3360 3289 3211 3164 150 103
is_linear=0
shrinkage=0.0995203


Tree=971
num_leaves=14
num_cat=0
split_feature=20 8 6 12 3 4 4 1 4 6 4 3 11
split_gain=0.208586 0.580165 0.38253 1.19507 1.15741 1.37898 0.58498 0.581784 1.01043 1.28661 0.671244 0.536239 0.357491
threshold=0.12894000000000003 -1.0000000180025095e-35 -0.25061999999999995 -0.0099550000000000003 0.14058000000000004 0.11670500000000002 0.13699000000000003 -0.51253999999999988 0.10722500000000003 -0.087954999999999992 0.086380000000000026 0.14166500000000004 -0.065469999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 7 10 11 -10 -5 -9 -7
right_child=1 -3 3 6 -6 12 -8 8 9 -11 -12 -13 -14
leaf_value=-0.013427439154263589 -0.0016532815770546087 0.012018327465305711 0.016179960959482272 0.00016124466280211189 -0.014125739895470453 -0.00026276759728180454 -0.010654844211840377 -0.000216732713806446 -0.0054210223381083288 0.012589940642946681 -0.016115369993116375 0.0091364055898711296 0.010680509443628406
leaf_weight=49 73 53 46 55 75 49 50 2919 55 137 46 62 74
leaf_count=49 73 53 46 55 75 49 50 2919 55 137 46 62 74
internal_value=0 0.00409098 -2.79609e-05 0.00024889 -0.00380855 0.000685466 2.81773e-05 0.000191577 0.00042851 0.00742629 -0.00724377 -2.19277e-05 0.00631434
internal_weight=0 126 3617 3370 247 172 3324 3274 3173 192 101 2981 123
internal_count=3743 126 3617 3370 247 172 3324 3274 3173 192 101 2981 123
is_linear=0
shrinkage=0.0995203


Tree=972
num_leaves=12
num_cat=0
split_feature=6 5 1 5 4 4 8 9 4 3 3
split_gain=0.282679 1.63489 0.68276 0.698916 0.577922 0.704329 1.04746 0.396179 0.6177 0.873546 0.820592
threshold=-0.25061999999999995 -0.41880499999999998 0.51334500000000016 -0.49053999999999998 0.14095000000000005 0.13312000000000004 -0.51030999999999993 -0.096659999999999982 0.10868000000000001 0.12015500000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -2 -8 10 -10 -9
right_child=4 -3 3 -5 -6 -7 7 8 9 -11 -12
leaf_value=0.008044256567166147 0.015037072796378422 -0.016546449055632715 0.0046886740643188136 -0.010927881566013828 0.010894591046066155 -0.012114289218398569 -0.0068432355001391163 -0.011243849548372219 0.011553771135452303 -0.0022334279886142149 0.00014471979047321756
leaf_weight=87 47 67 53 61 50 46 80 64 109 78 2997
leaf_count=87 47 67 53 61 50 46 80 64 109 78 2997
internal_value=0 -0.00308226 0.00140174 -0.00366037 0.000272316 0.000116826 0.000283774 7.51731e-05 0.000245829 0.00579858 -9.31274e-05
internal_weight=0 268 201 114 3471 3421 3375 3328 3248 187 3061
internal_count=3739 268 201 114 3471 3421 3375 3328 3248 187 3061
is_linear=0
shrinkage=0.0995203


Tree=973
num_leaves=15
num_cat=0
split_feature=35 4 11 26 2 9 0 6 5 5 5 0 6 26
split_gain=0.248043 0.286904 0.381294 0.338218 0.775002 2.09928 1.21053 0.760324 0.823895 2.44147 1.23423 0.724389 0.985731 0.805387
threshold=0.004000000000000001 0.15221500000000004 -0.15300499999999997 0.084645000000000012 1.0000000180025095e-35 0.079525000000000026 -0.038659999999999993 -0.0048649999999999995 -0.0038499999999999997 0.030400000000000007 -0.16183 -0.095114999999999991 -0.074054999999999996 -0.031674999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -5 -7 11 10 -10 -9 12 -4 -13
right_child=-2 -3 3 4 -6 6 -8 8 9 -11 -12 13 -14 -15
leaf_value=-0.0084533691729868632 -0.0072340942053473935 0.0070034294664158264 -0.0019397809567543475 0.019734551134785751 -0.012167183913348287 -0.00049736186466999704 -0.015753649959747939 0.0035488355614177007 0.020729413669391489 -0.0022221704155809849 -0.012278579533862789 0.0015788559888410636 0.0099113336663552709 0.0094096642444465584
leaf_weight=52 46 59 403 50 57 1842 53 76 54 306 136 264 84 257
leaf_count=52 46 59 403 50 57 1842 53 76 54 306 136 264 84 257
internal_value=0 0.000119164 7.16925e-06 0.00013022 -0.000728624 -0.000392985 -0.000924487 0.00121897 -0.00167824 0.0012183 -0.00660074 0.00286383 0.000102674 0.00544323
internal_weight=0 3693 3634 3582 2002 1945 1895 1580 572 360 212 1008 487 521
internal_count=3739 3693 3634 3582 2002 1945 1895 1580 572 360 212 1008 487 521
is_linear=0
shrinkage=0.0995203


Tree=974
num_leaves=16
num_cat=0
split_feature=6 5 1 5 12 30 21 0 29 0 2 5 21 18 2
split_gain=0.248188 1.33599 0.518105 0.585451 0.49578 0.274505 1.08309 0.426413 0.909969 0.830636 0.690127 0.603676 0.692303 0.745172 0.295224
threshold=-0.25061999999999995 -0.41880499999999998 0.51334500000000016 -0.49053999999999998 -0.0099550000000000003 0.080210000000000017 0.083050000000000027 -0.142265 -0.011579999999999998 -0.13752999999999999 0.15165000000000003 -1.0000000180025095e-35 0.10107500000000001 -0.040349999999999997 -0.0083149999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 7 -7 11 -9 -10 -11 12 13 -6 -8
right_child=4 -3 3 -5 5 6 14 8 9 10 -12 -13 -14 -15 -16
leaf_value=0.0069477186304717871 0.010403187212038882 -0.01506346111454817 0.0043923471201140797 -0.0099001078014283803 -0.0062311078390592011 -0.013856670268053317 0.0067067345396346579 0.01105583927884962 -0.012813483208552827 0.00013240864989751187 -0.010019006845412619 0.013617259213250079 -0.007655761234813584 0.0072308714281190097 -0.0030843597820226928
leaf_weight=87 47 67 53 61 52 66 63 71 52 2695 68 51 60 187 59
leaf_count=87 47 67 53 61 52 66 63 71 52 2695 68 51 60 187 59
internal_value=0 -0.00289214 0.00116089 -0.00324819 0.000251121 0.000111528 -0.00358507 0.00032654 -7.1022e-05 -0.000351955 -0.000117131 0.00360706 0.0018969 0.00429848 0.00196499
internal_weight=0 268 201 114 3471 3424 188 3236 2886 2815 2763 350 299 239 122
internal_count=3739 268 201 114 3471 3424 188 3236 2886 2815 2763 350 299 239 122
is_linear=0
shrinkage=0.0995203


Tree=975
num_leaves=12
num_cat=0
split_feature=10 10 2 10 2 6 8 5 0 4 26
split_gain=0.212339 0.532214 1.02416 0.885601 0.315316 0.383131 0.664963 0.767532 0.478818 1.40348 0.403959
threshold=0.091080000000000022 0.080705000000000013 -0.16295499999999999 0.076235000000000011 -0.14531999999999998 -0.41548999999999997 -0.090440000000000006 -0.46617999999999998 -0.15629499999999999 0.11037000000000002 -0.14224499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6 -8 9 -7 -10
right_child=-2 2 -4 -5 5 8 7 -9 10 -11 -12
leaf_value=0.007022508685135649 -0.005081467551568593 -0.00066840309148113682 0.016889822437512338 -0.012194274324340268 0.0027533789194265764 0.00041158509175373559 -0.0021698439768423165 -0.018779207720330593 0.0049082421143940187 0.019978177782336716 -0.00035717888128001222
leaf_weight=64 79 84 54 59 77 160 65 48 152 47 2850
leaf_count=64 79 84 54 59 77 160 65 48 152 47 2850
internal_value=0 0.000133435 0.00619628 -0.000103888 0.000101862 -2.82063e-05 -0.0043707 -0.0092324 0.000228651 0.0048582 -9.03025e-05
internal_weight=0 3660 138 3522 3463 3399 190 113 3209 207 3002
internal_count=3739 3660 138 3522 3463 3399 190 113 3209 207 3002
is_linear=0
shrinkage=0.0995203


Tree=976
num_leaves=11
num_cat=0
split_feature=1 0 8 1 5 21 2 23 26 8
split_gain=0.341958 0.385929 0.385141 0.859944 0.575367 0.570923 0.450933 0.758071 0.393079 0.349473
threshold=-0.51744999999999985 0.15238000000000004 -0.409445 0.62198500000000012 -0.42676999999999993 0.085700000000000012 0.14685000000000001 0.086085000000000023 0.40795000000000009 -0.01187
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 6 -2 -6 7 8 -4 -1
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11
leaf_value=0.011253696303992427 0.0024636139924885409 -0.0091264209761880866 -0.00059285924817592745 0.012512673353973337 -0.018019345131626893 -0.0026342404324601171 -0.0089342949771038255 0.011932497264925923 0.0062638801952799921 -0.00044020485854160139
leaf_weight=50 59 51 3188 52 46 50 60 50 85 51
leaf_count=50 59 51 3188 52 46 50 60 50 85 51
internal_value=0 -0.000529271 -0.000406911 -0.000187698 -0.00525967 -0.0100148 -0.000383157 -0.000228511 -0.000414539 0.00534075
internal_weight=0 3641 3590 3435 155 96 3383 3323 3273 101
internal_count=3742 3641 3590 3435 155 96 3383 3323 3273 101
is_linear=0
shrinkage=0.0995203


Tree=977
num_leaves=9
num_cat=0
split_feature=12 11 11 21 7 20 21 20
split_gain=0.201038 0.260982 0.50725 0.462855 0.26623 0.279783 0.484592 0.379681
threshold=0.094205000000000025 -0.11166 -0.084384999999999988 0.088120000000000018 -0.14493999999999999 -0.23803499999999997 0.15665000000000004 -0.14946999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6 7 -7
right_child=-2 2 4 -5 5 6 -8 -9
leaf_value=0.011520546099925118 -0.0060486180279099543 -0.008829114254498888 0.0065330850286777764 -0.0022233128241420813 0.0057290006863756253 -0.0082968480671154771 -0.010491761245585282 -0.00017335116504828288
leaf_weight=50 60 69 57 47 74 58 47 3280
leaf_count=50 60 69 57 47 74 58 47 3280
internal_value=0 -0.000240382 -0.000378415 0.00485271 -0.000212341 -0.000323734 -0.000456295 -0.000314748
internal_weight=0 3682 3585 97 3516 3459 3385 3338
internal_count=3742 3682 3585 97 3516 3459 3385 3338
is_linear=0
shrinkage=0.0995203


Tree=978
num_leaves=9
num_cat=0
split_feature=1 0 11 4 2 30 3 0
split_gain=0.294224 0.318501 0.425994 0.986789 0.427984 0.588855 0.524874 0.251032
threshold=-0.51744999999999985 0.15238000000000004 -0.364875 0.14831500000000003 0.35004500000000011 0.10801000000000002 0.14530500000000005 0.061855000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 6 -4 -1
right_child=1 -3 3 -5 -6 -7 -8 -9
leaf_value=-0.00041096842042450028 -0.0085825665566749126 -0.008257841186413567 -0.00056837794117898849 0.013548613340104381 -0.0084590303463390124 0.010586488528287055 0.0089011068476901618 0.0095352957582664558
leaf_weight=46 61 51 3306 51 64 49 59 55
leaf_count=46 61 51 3306 51 64 49 59 55
internal_value=0 -0.000447745 -0.000336565 -0.000193798 -0.000395547 -0.000244146 -0.000402102 0.00499721
internal_weight=0 3641 3590 3529 3478 3414 3365 101
internal_count=3742 3641 3590 3529 3478 3414 3365 101
is_linear=0
shrinkage=0.0995203


Tree=979
num_leaves=24
num_cat=0
split_feature=1 8 3 21 3 2 26 20 5 5 5 1 20 8 8 3 5 5 9 3 20 26 9
split_gain=0.238501 0.280767 0.232554 0.614634 0.635715 0.535253 0.449234 0.817698 1.14097 0.722042 0.605579 1.54163 0.895292 0.354323 1.06692 0.933692 0.700136 1.72371 2.3873 0.967791 0.644237 0.85378 0.851846
threshold=-0.51744999999999985 -0.01187 0.10583000000000002 0.11280000000000003 0.093615000000000018 -0.16935999999999998 0.084645000000000012 -0.07825 -0.011764999999999999 -0.088604999999999989 -0.074569999999999984 0.0013500000000000003 -0.071149999999999991 -0.073644999999999988 -0.068904999999999994 0.10892000000000003 -0.47386999999999996 -0.035924999999999999 0.11296000000000002 0.14058000000000004 -0.08793999999999999 -0.063069999999999987 0.089105000000000018
decision_type=2 2 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 -2 10 8 -8 -9 12 -12 -7 15 -15 -4 -16 18 -18 -19 -17 -22 -23
right_child=2 -3 13 4 -6 6 7 9 -10 -11 11 -13 -14 14 16 20 17 19 -20 -21 21 22 -24
leaf_value=0.0097995208719388483 -0.0096009408555172565 -0.0006813815469833281 -0.017249372581075506 0.00050047670001357946 0.015652404339441414 0.0060576835122563991 -0.0014955759178328879 0.0049516993221741159 -0.015693376780649807 -0.001126792452271158 0.0018169830937186204 0.017700795684957093 -0.0048799221125264943 0.013245827635509948 -0.010142665451554199 0.0073222330209666711 0.019363496604314342 -0.0073582261582873327 -0.0068312428503226417 0.0067626770186121595 0.0066392770706177892 -0.01092266784288721 0.00061155720702364257
leaf_weight=50 59 51 46 61 50 107 169 236 84 1076 494 69 241 54 78 59 87 226 57 61 61 162 104
leaf_count=50 59 51 46 61 50 107 169 236 84 1076 494 69 241 54 78 59 87 226 57 61 61 162 104
internal_value=0 0.00449908 -0.000403185 8.42503e-05 0.00733305 -0.00023283 -9.26865e-06 -0.00103236 -0.00621271 -3.27811e-05 0.00174739 0.00376512 -0.00151457 -0.00170024 -5.3688e-05 -0.00384421 -0.00146625 0.000102064 0.00898906 -0.00435407 -0.00224458 -0.0039732 -0.00640997
internal_weight=0 101 3641 2646 111 2535 2476 1565 253 1312 911 563 348 995 563 432 509 431 144 287 386 327 266
internal_count=3742 101 3641 2646 111 2535 2476 1565 253 1312 911 563 348 995 563 432 509 431 144 287 386 327 266
is_linear=0
shrinkage=0.0995203


Tree=980
num_leaves=13
num_cat=0
split_feature=7 30 26 28 0 3 0 4 0 0 4 0
split_gain=0.282684 0.232812 0.971908 0.434696 0.444169 0.488074 0.425516 1.56802 1.1143 0.669997 1.59194 0.491596
threshold=0.093110000000000012 0.10000000000000002 -0.01278 0.087260000000000018 0.12433000000000002 0.10669500000000003 0.042275000000000014 0.085720000000000018 0.099665000000000017 -0.038659999999999993 0.099960000000000021 -0.053679999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 9 -8 -9 11 -11 -1
right_child=-2 2 -4 -5 5 -7 7 8 -10 10 -12 -13
leaf_value=0.00013625938204542517 0.0063232597020571697 -0.013377484554487671 0.004528574521743242 -0.0084317979337039384 0.011507968577958176 -0.0012075900696649534 -0.020302814377490271 0.012787430610944402 -0.0074797622386744015 0.017763378256736958 -0.0021453892848890765 -0.0064416998445412143
leaf_weight=2939 69 60 60 59 70 52 47 48 61 70 92 117
leaf_count=2939 69 60 60 59 70 52 47 48 61 70 92 117
internal_value=0 -0.000106209 -0.00441763 3.90937e-05 0.000182286 0.00608151 -3.07805e-05 -0.00510706 0.00143773 0.00021505 0.00645211 -0.000115312
internal_weight=0 3675 120 3555 3496 122 3374 156 109 3218 162 3056
internal_count=3744 3675 120 3555 3496 122 3374 156 109 3218 162 3056
is_linear=0
shrinkage=0.0995203


Tree=981
num_leaves=13
num_cat=0
split_feature=26 2 3 1 2 3 3 21 4 3 3 2
split_gain=0.293309 0.726256 0.718197 0.508866 0.590593 0.492876 0.434173 0.648354 0.623124 0.834344 1.13904 0.381828
threshold=0.12086000000000002 -0.073369999999999991 0.13640000000000005 0.04735000000000001 -0.058894999999999996 0.16149500000000003 0.14426500000000003 0.14779000000000003 0.13752500000000004 0.13547000000000003 0.12551500000000002 -0.0072299999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 7 8 9 10 -1 -7
right_child=1 2 -4 -5 -6 11 -8 -9 -10 -11 -12 -13
leaf_value=-0.00022207155612860214 0.013405963023251781 -0.0073425747967335569 0.01115749854903598 -0.011652224132333067 0.007936492507305392 0.00011837510053461274 0.0081734661890762398 -0.011413325088934502 0.01092007575886348 -0.011328194709967491 0.012616003921481685 -0.011751165413230917
leaf_weight=3086 55 46 47 46 55 46 63 50 51 65 70 64
leaf_count=3086 55 46 47 46 55 46 63 50 51 65 70 64
internal_value=0 0.00331115 0.000445001 -0.00297452 0.000969604 -0.000224077 -1.07888e-05 -0.000166246 5.37305e-06 -0.000167192 6.24174e-05 -0.0067801
internal_weight=0 249 194 147 101 3495 3385 3322 3272 3221 3156 110
internal_count=3744 249 194 147 101 3495 3385 3322 3272 3221 3156 110
is_linear=0
shrinkage=0.0995203


Tree=982
num_leaves=16
num_cat=0
split_feature=26 2 0 6 11 26 2 0 20 20 20 2 17 20 17
split_gain=0.237831 0.588888 0.980477 0.900843 0.415034 0.321464 0.295089 1.43931 0.798076 1.18744 0.92568 0.745263 0.51754 0.962801 0.832126
threshold=0.12086000000000002 -0.073369999999999991 -0.055729999999999995 -0.069354999999999986 -0.364875 0.11861500000000001 -0.078244999999999995 0.099665000000000017 -0.084474999999999995 -0.072005 -0.092114999999999989 -0.078994999999999996 -0.067864999999999995 -0.083824999999999997 -0.07496499999999999
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 11 8 10 -10 -8 12 14 -14 -6
right_child=1 2 -4 -5 5 -7 7 -9 9 -11 -12 -13 13 -15 -16
leaf_value=-0.0076795022410489407 0.012071798893950058 0.0016620388473892896 0.011238042942347315 -0.015363207814010439 0.00067926804040980898 -0.0083078120073392919 -8.1184950628610509e-06 -0.015748061819108365 0.0098165943239647904 0.0013040394720843244 -0.016255549214157915 -0.010795215158393746 0.004391093077385849 -0.0031097034203967392 0.012868391399534624
leaf_weight=72 55 89 58 47 738 46 126 48 195 970 48 70 208 914 60
leaf_count=72 55 89 58 47 738 46 126 48 195 970 48 70 208 914 60
internal_value=0 0.00298163 0.000400294 -0.00421567 -0.000201754 -4.42261e-05 6.80945e-05 0.00118264 0.00179018 0.00272959 -0.00449488 -0.000708314 -0.000340136 -0.00171845 0.00159677
internal_weight=0 249 194 136 3495 3423 3377 1387 1339 1165 174 1990 1920 1122 798
internal_count=3744 249 194 136 3495 3423 3377 1387 1339 1165 174 1990 1920 1122 798
is_linear=0
shrinkage=0.0995203


Tree=983
num_leaves=12
num_cat=0
split_feature=7 30 26 1 0 2 5 12 1 2 5
split_gain=0.23192 0.218284 0.763817 0.249368 0.441313 0.36158 0.961884 0.446184 0.273973 1.18593 1.11504
threshold=0.093110000000000012 0.10000000000000002 -0.01278 -0.51744999999999985 0.061855000000000014 -0.16935999999999998 0.62720500000000012 0.085345000000000018 -0.096749999999999989 -0.14264999999999997 0.26411500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -5 8 10 -10 -7
right_child=-2 2 -4 5 -6 7 -8 -9 9 -11 -12
leaf_value=-0.0022064901193296184 0.0057252720602121868 -0.012216155118128451 0.0036563106191573988 -0.012409207727876754 0.011046276233888815 0.0060540438855217552 0.0052505360617208065 0.0093364521294719335 -0.015107325171395083 -8.3814725585229657e-05 -0.0067512158369451292
leaf_weight=46 69 60 60 76 54 251 51 51 53 2881 92
leaf_count=46 69 60 60 76 54 251 51 51 53 2881 92
internal_value=0 -9.83564e-05 -0.0042731 4.23331e-05 0.00494182 -9.92386e-05 -0.00531105 9.94039e-05 -4.41027e-05 -0.00035548 0.00261701
internal_weight=0 3675 120 3555 100 3455 127 3328 3277 2934 343
internal_count=3744 3675 120 3555 100 3455 127 3328 3277 2934 343
is_linear=0
shrinkage=0.0995203


Tree=984
num_leaves=21
num_cat=0
split_feature=8 8 8 17 8 8 3 2 2 26 3 17 17 7 17 17 8 1 27 27
split_gain=0.289601 1.23428 1.02606 1.19635 1.02129 0.86119 0.721323 1.00041 0.719048 0.649071 0.579342 1.48273 0.470153 1.34455 1.37947 0.9577 0.922808 0.404894 0.437953 0.606796
threshold=-0.082654999999999992 -0.082014999999999991 -0.084554999999999991 -0.00095 -0.085289999999999991 -0.085764999999999994 0.0040650000000000009 -0.021165 -0.081204999999999986 0.086095000000000019 0.084735000000000019 -0.013885 -0.072334999999999997 1.0000000180025095e-35 -0.049834999999999997 -0.088525000000000006 -0.055085000000000002 -0.40145499999999995 0.098515000000000019 0.08913500000000002
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 9 5 17 7 -3 -5 -4 11 -8 15 14 -14 16 -12 -1 19 -19
right_child=1 6 3 8 -6 -7 10 -9 -10 -11 12 -13 13 -15 -16 -17 -18 18 -20 -21
leaf_value=0.0081487904484632313 -0.012303956292036768 0.00082192691132430666 0.0096590902006570452 0.0072669515980722417 -0.010392046750074465 0.012589351318620344 -0.0043938955144960422 -0.017503328053346708 0.024378355018230293 -0.00529489827064724 0.0045846467856951343 0.019141622481872719 -0.01472981706136225 0.014206404101672883 -0.0014330993109534429 0.011497374892234078 -0.0028220521288592269 -0.00031142931686636404 0.0079783605093622766 -0.010376510845360237
leaf_weight=57 91 61 47 52 91 56 54 57 46 74 284 52 84 50 969 84 403 1021 58 63
leaf_count=57 91 61 47 52 91 56 54 57 46 74 284 52 84 50 969 84 403 1021 58 63
internal_value=0 -0.000956713 0.000816054 0.00713361 -0.000211231 0.000526327 -0.000464139 -0.00802317 0.0153072 0.000506912 -1.32382e-05 0.00714411 -0.00041852 -0.00173677 -0.00249458 0.00146632 0.000238623 -3.64009e-05 -0.000445661 -0.000897148
internal_weight=0 2189 1565 219 1346 1255 2098 118 98 121 1980 106 1874 1103 1053 771 687 1199 1142 1084
internal_count=3754 2189 1565 219 1346 1255 2098 118 98 121 1980 106 1874 1103 1053 771 687 1199 1142 1084
is_linear=0
shrinkage=0.0995203


Tree=985
num_leaves=16
num_cat=0
split_feature=25 8 12 23 30 30 3 0 26 26 26 26 29 8 9
split_gain=0.280874 0.313682 0.790252 0.584553 0.556201 0.80746 0.748292 0.459972 0.61388 1.18528 0.716106 0.636018 0.493584 0.472222 0.407729
threshold=0.10729000000000002 -0.092299999999999993 -0.006685 -0.052774999999999996 0.10000000000000002 0.089455000000000021 0.079570000000000016 0.053120000000000007 0.090385000000000021 0.085855000000000029 0.056820000000000016 0.095950000000000021 -0.034615 -0.14546000000000001 0.084435000000000024
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 -5 8 9 10 12 -10 -1 -13 -12
right_child=-2 2 3 4 -6 -7 -8 -9 11 -11 14 13 -14 -15 -16
leaf_value=-0.0048640367300958852 -0.00775999723785101 -0.010036731292963124 0.010644802236910311 -0.011936308419190014 -0.0096771558232811375 0.012575289305013131 -0.00021267352811865455 0.011275235842935299 -0.013254344079760708 0.013573212426443547 -0.00080366528324172951 -0.0076010353971025339 0.0062844097240665484 0.0047578331826447643 -0.013272979130317854
leaf_weight=51 48 84 48 55 63 48 2766 48 50 87 60 50 171 79 46
leaf_count=51 48 84 48 55 63 48 2766 48 50 87 60 50 171 79 46
internal_value=0 -9.75714e-05 -0.000516891 -0.000248271 -0.000426882 -0.000223471 -0.000441535 0.00190239 0.00114361 0.00324584 0.000504069 -0.0037257 0.00371959 -2.60811e-05 -0.0062226
internal_weight=0 3706 3064 2980 2932 2869 2821 642 594 415 328 179 222 129 106
internal_count=3754 3706 3064 2980 2932 2869 2821 642 594 415 328 179 222 129 106
is_linear=0
shrinkage=0.0995203


Tree=986
num_leaves=15
num_cat=0
split_feature=25 8 12 21 9 9 10 9 8 17 18 3 26 1
split_gain=0.227745 0.254302 0.640779 0.42338 0.490673 1.36586 0.618514 0.715802 1.16876 0.37587 0.48678 0.312742 1.1677 0.473563
threshold=0.10729000000000002 -0.092299999999999993 -0.006685 -0.047889999999999995 0.091070000000000026 0.099985000000000018 0.076235000000000011 0.085765000000000022 -0.409445 0.6218950000000002 0.24916000000000005 0.097880000000000023 0.11861500000000001 0.0052600000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 7 8 -5 10 11 13 -13 -4
right_child=-2 2 9 4 5 -7 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.0060311177780167655 -0.0069877208270532213 -0.0090378733087126961 -0.00010238767582820535 -0.0024584285382434185 0.017669387012006165 -0.0037010657698091061 -0.0083442800151549753 -0.0054282624945052142 0.0099066630212088953 -0.0083745517474597114 -0.0090965935237252542 0.0029655306297069394 -0.0068841174636322857 -0.0053051456249399555
leaf_weight=63 48 84 1699 130 67 53 60 88 181 55 58 836 139 193
leaf_count=63 48 84 1699 130 67 53 60 88 181 55 58 836 139 193
internal_value=0 -8.79051e-05 -0.000465476 0.00171281 0.00255683 0.00822395 0.00107344 0.00249169 0.00473534 -0.000223563 -7.00168e-05 0.000112307 0.00156048 -0.000633546
internal_weight=0 3706 3064 642 579 120 459 399 311 2980 2925 2867 975 1892
internal_count=3754 3706 3064 642 579 120 459 399 311 2980 2925 2867 975 1892
is_linear=0
shrinkage=0.0995203


Tree=987
num_leaves=19
num_cat=0
split_feature=2 0 0 17 17 17 5 9 27 4 10 26 2 9 2 26 1 26
split_gain=0.229315 0.534048 0.594899 0.492271 0.733911 0.879197 0.824327 0.728171 1.15823 0.616903 0.999933 0.602531 0.43731 1.26636 0.592192 0.502016 1.21966 0.922945
threshold=-0.087245000000000003 0.099665000000000017 0.048265000000000009 -0.14679499999999998 -0.090304999999999996 -0.072334999999999997 -0.0063549999999999995 0.082690000000000027 0.083270000000000025 0.078295000000000017 0.085585000000000022 0.087575000000000028 -0.086050000000000001 0.08486500000000001 -0.085599999999999996 0.091275000000000023 -0.087484999999999993 0.090455000000000021
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 9 -5 -6 7 -7 -9 11 -11 -1 13 -2 -14 17 -17 -16
right_child=1 -3 -4 4 5 6 -8 8 -10 10 -12 -13 14 -15 15 16 -18 -19
leaf_value=-0.0079516901059215692 0.013008565670833838 -0.00794149496443863 0.010707651011277143 -0.013305218536484821 0.0088509805041310213 0.0092126749186039105 -0.014844642331028661 -0.0075440198273194325 0.0092873321772021476 0.018503968989279428 0 0.0039146912994631284 -0.0098189991869955372 -0.0049372072421551534 0.00066895456076183338 -0.016709717213261161 -0.00084446767214858441 0.012026028640450387
leaf_weight=90 91 77 55 67 62 49 58 196 51 46 78 80 60 68 1684 51 817 74
leaf_count=90 91 77 55 67 62 49 58 196 51 46 78 80 60 68 1684 51 817 74
internal_value=0 0.000238165 0.000455632 -0.00168161 -0.00363646 -0.00207727 -0.00399357 -0.00186458 -0.00406541 0.00152715 0.00686661 -0.0023627 0.00025715 0.0053285 -4.27478e-05 0.000180313 -0.00177759 0.00114748
internal_weight=0 2977 2900 777 483 416 354 296 247 294 124 170 2845 159 2686 2626 868 1758
internal_count=3754 2977 2900 777 483 416 354 296 247 294 124 170 2845 159 2686 2626 868 1758
is_linear=0
shrinkage=0.0995203


Tree=988
num_leaves=11
num_cat=0
split_feature=20 5 0 1 4 29 6 9 18 6
split_gain=0.484411 0.764966 0.313454 0.328744 0.710751 0.387449 0.463554 0.43519 0.882104 0.619167
threshold=-0.23803499999999997 -0.028405 -0.25289499999999993 0.62916000000000016 0.14831500000000003 0.088460000000000025 -0.093749999999999986 -0.063329999999999984 -0.020389999999999998 -0.41548999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 7 -7 8 -4 -9
right_child=2 -3 3 -5 -6 6 -8 9 -10 -11
leaf_value=-0.0015399422826896001 0.0073672051167434681 0.016498145464523589 -0.0054031450957036774 -0.0079229134241838532 0.012065988012620281 0.00127421963150466 -0.011912245492573885 -0.0080102274804185174 0.0081036314351106593 0.00023341025813639304
leaf_weight=46 61 47 66 49 50 49 57 93 174 3039
leaf_count=46 61 47 66 49 50 49 57 93 174 3039
internal_value=0 0.00756728 0.000292942 0.000172072 0.000284735 0.000115131 -0.00580889 0.000301598 0.00438586 -1.11108e-05
internal_weight=0 93 3638 3577 3528 3478 106 3372 240 3132
internal_count=3731 93 3638 3577 3528 3478 106 3372 240 3132
is_linear=0
shrinkage=0.0995203


Tree=989
num_leaves=13
num_cat=0
split_feature=20 5 3 4 29 9 4 4 21 18 4 20
split_gain=0.39268 0.620395 0.29966 0.337294 0.336687 0.440657 0.734221 0.720786 0.692145 1.13743 0.852917 0.150525
threshold=-0.23803499999999997 -0.028405 0.31589000000000006 0.14831500000000003 0.088460000000000025 0.082335000000000019 0.11874000000000003 0.10722500000000003 0.086410000000000028 -0.014319999999999999 0.11541000000000003 -0.057024999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 7 -7 9 -2 -10 -6
right_child=2 -3 -4 -5 11 6 -8 -9 10 -11 -12 -13
leaf_value=-0.0013866869159068263 -0.0014173564117833464 0.014856247263973959 -0.0075466734988148057 0.0087443649081613561 -0.0010449076933794249 -0.00017805478026513251 -0.011084499812674942 0.012133268625299771 -0.0044929127360194693 0.0080683952289283319 0.0085652290159568285 -0.0086157710314384312
leaf_weight=46 199 47 48 47 47 2510 60 48 219 337 64 59
leaf_count=46 199 47 48 47 47 2510 60 48 219 337 64 59
internal_value=0 0.00681331 0.000263788 0.000368446 0.000257103 0.000427697 -0.000202288 5.26432e-05 0.0024425 0.00454511 -0.00153694 -0.0052666
internal_weight=0 93 3638 3590 3543 3437 2618 2558 819 536 283 106
internal_count=3731 93 3638 3590 3543 3437 2618 2558 819 536 283 106
is_linear=0
shrinkage=0.0995203


Tree=990
num_leaves=13
num_cat=0
split_feature=7 5 6 4 35 21 5 3 1 6 1 6
split_gain=0.386783 0.512625 0.772292 0.631101 0.446996 0.418108 0.653192 0.417791 1.72811 0.595508 1.64261 0.980156
threshold=0.093110000000000012 -0.52356999999999998 -0.042294999999999992 0.11378500000000003 -0.083194999999999991 -0.085914999999999991 -0.056974999999999998 1.0000000180025095e-35 0.49737500000000007 -0.25061999999999995 0.25544500000000009 -0.45687499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 -6 8 -7 11 -11 -9
right_child=-2 4 -4 -5 5 7 -8 9 -10 10 -12 -13
leaf_value=0.0067007940503780866 0.007557890983796731 0.009578252617217585 -0.013824254496186645 -0.0080892595224096291 -0.0030927926069551082 -0.018266115331786178 0.0113285080847102 -0.00046290178146408663 0.0079756524044840398 0.00025623825573201949 0.014131497781476834 -0.0176643875401662
leaf_weight=62 73 53 63 53 50 54 82 109 46 2952 87 47
leaf_count=62 73 53 63 53 50 54 82 109 46 2952 87 47
internal_value=0 0.000241279 -0.00496747 -0.000108374 0.000507939 0.000367424 0.00585969 0.000147151 -0.00618672 0.000345651 0.000653727 -0.00565065
internal_weight=0 3658 178 115 3480 3427 132 3295 100 3195 3039 156
internal_count=3731 3658 178 115 3480 3427 132 3295 100 3195 3039 156
is_linear=0
shrinkage=0.0995203


Tree=991
num_leaves=10
num_cat=0
split_feature=18 3 3 3 4 18 3 0 21
split_gain=0.341015 0.301392 0.365389 0.328122 0.65704 0.375884 0.347673 0.283271 0.483601
threshold=-0.47082499999999999 0.30793000000000009 0.15537500000000004 0.13547000000000003 0.13424500000000003 -0.43123499999999998 0.12323500000000003 -0.085349999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 -5 -9
right_child=1 -3 -4 7 -6 6 -8 8 -10
leaf_value=0.0087704326300821148 -0.0086911855184945812 -0.0061819664143783716 0.0077023750267440965 -0.010734057397358282 0.010124618747280245 0.0001849497360772443 0.0061454889333944661 -0.007452725128699985 0.0052076621534592462
leaf_weight=47 46 71 66 46 68 3167 100 64 56
leaf_count=47 46 71 66 46 68 3167 100 64 56
internal_value=0 0.000238678 0.000365078 0.00022832 0.000440634 0.000241621 0.000367647 -0.00409104 -0.00153772
internal_weight=0 3684 3613 3547 3381 3313 3267 166 120
internal_count=3731 3684 3613 3547 3381 3313 3267 166 120
is_linear=0
shrinkage=0.0995203


Tree=992
num_leaves=10
num_cat=0
split_feature=24 36 11 3 3 23 26 9 18
split_gain=0.342208 0.372713 0.831648 0.380326 0.527573 0.302779 0.380932 0.891939 0.566773
threshold=-0.070599999999999996 0.084475000000000022 -0.086319999999999994 0.014805000000000004 0.082130000000000022 -1.0000000180025095e-35 0.090455000000000021 0.085945000000000021 0.24916000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6 8 -8 -7
right_child=1 2 -4 4 5 6 7 -9 -10
leaf_value=-0.0082493968506629854 -0.0071757226385258865 0.013932341289570568 -0.0021902875931858095 0.0085130226945524991 0.0073678563178155576 -0.00069706812833724926 0.01039229851420998 0.00042529010967299902 -0.011308085332895334
leaf_weight=49 73 60 67 72 53 2250 98 963 51
leaf_count=49 73 60 67 72 53 2250 98 963 51
internal_value=0 0.000122507 0.00542026 -6.62562e-05 8.23451e-05 -9.51631e-05 -0.000213057 0.00134667 -0.00093261
internal_weight=0 3687 127 3560 3487 3415 3362 1061 2301
internal_count=3736 3687 127 3560 3487 3415 3362 1061 2301
is_linear=0
shrinkage=0.0995203


Tree=993
num_leaves=23
num_cat=0
split_feature=27 0 0 1 0 21 10 1 5 4 5 26 10 1 20 2 0 17 9 8 2 2
split_gain=0.292202 1.78125 0.869816 0.73962 0.970727 1.07785 1.01476 0.437811 0.801039 0.846352 0.891663 1.15323 0.649616 0.542488 0.413085 0.731145 1.02306 1.70403 1.01733 0.912965 0.76508 0.526266
threshold=0.078330000000000025 -0.01213 -0.063914999999999986 0.42491000000000007 -0.14731999999999998 0.086835000000000009 0.077600000000000016 -0.10771499999999999 -0.000475 0.11174500000000002 0.11286000000000003 1.0000000180025095e-35 0.083010000000000014 -0.095674999999999996 0.14567000000000005 -0.0083149999999999995 -0.11239999999999999 0.08741500000000002 0.082335000000000019 -0.092299999999999993 -0.063234999999999986 -0.055654999999999996
decision_type=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 6 -6 -2 8 -1 10 -10 12 -12 -9 15 18 17 -17 20 -18 -15 -20
right_child=1 -3 -4 -5 5 -7 -8 13 9 -11 11 -13 -14 14 -16 16 19 -19 21 -21 -22 -23
leaf_value=-0.013715732178815448 -0.018677802722966201 0.018680042077579756 -0.011524479309724105 0.011464119934856409 0.014545140415735108 -0.0038662391288025407 0.0018807080017723945 0.010752686820219423 0.011030448438356962 -0.013269445699165912 0.0066517434121710012 -0.012766022000358675 -0.0055251322841723812 0.017315399514088486 0.007311652767994458 -0.0047721214647966576 -0.0031659289380544047 0.013433403833945982 -0.00031948568585200458 -0.019995247326854437 0.0024023012330212702 0.0088382913617431544
leaf_weight=62 47 58 56 64 61 65 48 47 63 52 114 73 70 59 74 235 65 65 2150 63 81 64
leaf_count=62 47 58 56 64 61 65 48 47 63 52 114 73 70 59 74 235 65 65 2150 63 81 64
internal_value=0 0.00255674 -0.000183236 0.00204235 -0.000682427 0.00504071 -0.00828173 -0.000292899 -0.00324117 -0.00149321 0.000417873 -0.00218047 0.00201479 0.000147588 -2.66496e-05 -0.00022214 -0.00400603 -0.000824861 0.000465493 -0.0114555 0.00869296 -5.43923e-05
internal_weight=0 399 341 285 221 126 95 3337 434 372 320 257 184 2903 2856 2782 428 300 2354 128 140 2214
internal_count=3736 399 341 285 221 126 95 3337 434 372 320 257 184 2903 2856 2782 428 300 2354 128 140 2214
is_linear=0
shrinkage=0.0995203


Tree=994
num_leaves=11
num_cat=0
split_feature=12 24 38 2 35 4 18 18 4 3
split_gain=0.309571 0.469054 0.369184 0.896785 0.615251 0.390689 1.07289 0.860008 1.01267 0.614884
threshold=0.097490000000000021 -0.065834999999999991 -0.05851 0.42136500000000005 -0.082275000000000001 0.10495500000000003 -0.040349999999999997 0.31227500000000008 0.081905000000000019 0.11089500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 7 -7 8 -4 -8
right_child=-2 2 3 -5 -6 6 9 -9 -10 -11
leaf_value=-0.0079963802400113502 0.0075621129048189222 -0.0023157374775971454 0.00016525483357366025 -0.013346513743812486 0.012879713035936102 0.015167712774490374 0.0098138799862971873 0.012644702665408505 -0.0054063376641623525 -0.001255600466736004
leaf_weight=73 53 49 2646 50 57 61 61 50 368 268
leaf_count=73 53 49 2646 50 57 61 61 50 368 268
internal_value=0 -9.83508e-05 6.11334e-05 -0.000113683 0.00584768 7.76385e-05 0.00304456 -0.000299737 -0.000514748 0.000794309
internal_weight=0 3683 3610 3504 106 3454 390 3064 3014 329
internal_count=3736 3683 3610 3504 106 3454 390 3064 3014 329
is_linear=0
shrinkage=0.0995203


Tree=995
num_leaves=10
num_cat=0
split_feature=28 19 12 24 38 35 6 0 4
split_gain=0.289864 0.282345 0.230279 0.272826 0.313086 0.499112 0.497294 1.23468 0.672488
threshold=0.088260000000000019 0.14061500000000002 0.097490000000000021 -0.065834999999999991 -0.051829999999999994 -0.082275000000000001 -0.25061999999999995 -0.13056499999999996 0.12665500000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -6 -8
right_child=-2 -3 -4 4 6 -7 8 -9 -10
leaf_value=-0.006225586263367896 -0.0068521375966150971 0.0077854057450882112 0.0065971125458111615 -0.0020852747596210898 0.004688733112391763 0.011492068485366215 -0.00012700915378290623 -0.015192433437869258 0.0084584519046109266
leaf_weight=70 60 47 52 49 56 59 3181 69 93
leaf_count=70 60 47 52 49 56 59 3181 69 93
internal_value=0 0.000121311 2.18256e-05 -7.35327e-05 4.90295e-05 0.0053244 -0.00011835 -0.00627912 0.000116616
internal_weight=0 3676 3629 3577 3507 108 3399 125 3274
internal_count=3736 3676 3629 3577 3507 108 3399 125 3274
is_linear=0
shrinkage=0.0995203


Tree=996
num_leaves=14
num_cat=0
split_feature=29 2 27 29 27 29 29 20 20 8 20 20 8
split_gain=0.407956 0.741549 0.519867 0.682959 0.374453 0.386314 0.441621 0.340555 0.725785 1.93323 0.794483 0.55779 0.491299
threshold=-0.078484999999999985 -0.021165 0.091025000000000009 -0.084525000000000003 -0.089999999999999997 -0.050234999999999995 -0.011859999999999999 -0.08323499999999999 -0.081564999999999985 -0.083574999999999997 -0.080934999999999993 -0.084474999999999995 0.041960000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -6 -7 11 9 -9 -10 12 -8
right_child=4 2 -4 -5 5 6 7 8 10 -11 -12 -13 -14
leaf_value=0.012274925982834485 0.0072849249910363753 -0.0027893583398918473 -0.0077875351845688402 0.01134737438546877 -0.0087313336320796568 0.0090561362757774298 -0.00073815630949867453 0.0041920519989408949 0.011735510510004243 -0.023346649514078548 -0.00080316577847888454 0.012299833067352378 0.0079563904599744221
leaf_weight=73 63 73 54 63 55 49 347 52 51 49 2670 47 79
leaf_count=73 63 73 54 63 55 49 347 52 51 49 2670 47 79
internal_value=0 0.003749 0.000468933 0.00375326 -0.000316724 -0.000457861 -0.000321539 -0.000461243 -0.000875664 -0.00916021 -0.000567851 0.00200953 0.000872292
internal_weight=0 263 190 136 3462 3399 3344 3295 2822 101 2721 473 426
internal_count=3725 263 190 136 3462 3399 3344 3295 2822 101 2721 473 426
is_linear=0
shrinkage=0.0995203


Tree=997
num_leaves=13
num_cat=0
split_feature=29 2 4 4 2 4 29 4 20 6 2 0
split_gain=0.330729 0.601337 0.659014 0.305288 1.11745 0.545926 0.498537 0.745518 0.43458 0.461334 0.424711 0.197611
threshold=-0.078484999999999985 -0.021165 0.10343500000000001 0.13584500000000002 0.15165000000000003 0.12719000000000005 -0.025204999999999998 0.11644500000000003 0.14121000000000003 -0.23827499999999999 0.42989000000000011 -0.074504999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -2 8 9 -8 -6 -4
right_child=3 2 11 4 10 -7 7 -9 -10 -11 -12 -13
leaf_value=0.011053322612749335 -0.010574281761691388 0.0070094478773984042 -0.00031261494871461372 0.015733958763239655 -0.0087552929946036438 -0.0087670669271710782 -0.010228708084517958 0.0096656265071949424 0.0076134188179853646 -0.00039337741150568634 0.0043422191206445434 -0.0089299188358248922
leaf_weight=73 46 84 51 53 49 77 48 75 66 2999 49 55
leaf_count=73 46 84 51 53 49 77 48 75 66 2999 49 55
internal_value=0 0.00337559 0.000421407 -0.000285133 0.00409046 -0.000484932 -0.000287485 -0.000138799 -0.000375275 -0.000548584 -0.00219818 -0.00479158
internal_weight=0 263 190 3462 151 3311 3234 3188 3113 3047 98 106
internal_count=3725 263 190 3462 151 3311 3234 3188 3113 3047 98 106
is_linear=0
shrinkage=0.0995203


Tree=998
num_leaves=14
num_cat=0
split_feature=12 4 3 3 20 8 4 8 29 4 4 17 11
split_gain=0.320088 0.484674 0.698316 0.911574 0.626099 0.507162 0.398244 0.910389 0.509932 0.557203 0.681321 0.478981 0.157732
threshold=0.094205000000000025 0.11378500000000003 0.14166500000000004 0.15537500000000004 -0.055879999999999992 -0.079219999999999999 0.11132500000000002 -0.36115499999999995 -0.078854999999999995 0.10662500000000001 0.10390500000000001 -0.085229999999999986 -0.38234499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 -3 -6 7 -1 11 10 -10 -9 -5
right_child=-2 2 3 12 5 -7 -8 8 9 -11 -12 -13 -14
leaf_value=0.01266201074992037 -0.0072341496367550285 0.017052927184876061 -0.012608915017803431 0.007323639213131017 0.0094963684781438316 -0.0010324674681367787 -0.0083342858209759056 0.01260649772940545 -0.00065690650708227923 -0.010062603824170372 0.010728687241506303 0.00084752669723867839 -0.00020093566414381236
leaf_weight=54 60 48 51 54 91 90 60 56 2902 61 53 89 56
leaf_count=54 60 48 51 54 91 90 60 56 2902 61 53 89 56
internal_value=0 9.39982e-05 0.00341061 -0.00160764 0.00694231 0.00425651 -0.000300708 -0.000150526 -0.000369664 -0.000647063 -0.000452421 0.00539457 0.00348551
internal_weight=0 3665 390 161 229 181 3275 3215 3161 3016 2955 145 110
internal_count=3725 3665 390 161 229 181 3275 3215 3161 3016 2955 145 110
is_linear=0
shrinkage=0.0995203


Tree=999
num_leaves=17
num_cat=0
split_feature=12 3 9 3 26 18 9 8 0 9 0 2 0 29 17 8
split_gain=0.259549 0.417688 0.836181 0.481089 1.63163 0.70029 0.754977 0.384627 1.15494 0.741982 0.602822 0.760289 0.495919 0.366337 0.334784 0.150465
threshold=0.094205000000000025 -0.0043349999999999994 -0.081559999999999994 0.084235000000000018 0.087045000000000025 0.027500000000000007 0.081095000000000014 -0.23488499999999998 -0.10806499999999999 -0.096659999999999982 0.12433000000000002 -0.14884499999999998 -0.03431 -0.078484999999999985 -0.010655 -0.44475499999999996
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 -3 8 15 -9 13 -12 -10 -11 -8 -5
right_child=-2 3 -4 7 -6 -7 14 9 12 10 11 -13 -14 -15 -16 -17
leaf_value=-0.0033556310848941564 -0.0065142059402436073 0.014383084295144274 0.013477078814969854 0.0084020695971144081 -0.016624179376223736 -0.0099952803281564279 -0.0059430547171849353 -0.010409856792434256 -0.010115374570019783 0.0051201805422110835 -7.3646289868314714e-05 0.017179328545851882 0.0034009890615110555 -0.00032527100457994457 0.0054001785982307681 0.016421733923845553
leaf_weight=53 60 47 65 46 75 47 57 67 48 128 56 46 61 2774 47 48
leaf_count=53 60 47 65 46 75 47 57 67 48 128 56 46 61 2774 47 48
internal_value=0 8.46435e-05 0.00590969 -0.000108911 -0.00412283 0.000608397 0.0039143 0.000225537 0.00442108 -5.15316e-05 0.000179224 0.00769909 -0.00254366 -8.48035e-05 -0.000808914 0.0125059
internal_weight=0 3665 118 3547 273 198 151 3274 203 3071 3004 102 109 2902 104 94
internal_count=3725 3665 118 3547 273 198 151 3274 203 3071 3004 102 109 2902 104 94
is_linear=0
shrinkage=0.0995203


Tree=1000
num_leaves=9
num_cat=0
split_feature=12 0 2 4 30 17 20 20
split_gain=0.264744 0.321251 0.315845 0.321675 0.687766 0.271825 0.871507 0.736874
threshold=0.087445000000000023 0.16362500000000005 0.42989000000000011 0.13881500000000005 0.10721500000000002 0.016900000000000005 -0.081564999999999985 -0.081324999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9
leaf_value=-0.003204665080447127 -0.0058577334319956731 -0.0077645774721338615 0.0076678426631191622 -0.0059429319667737967 0.01173750975501241 0.0050101418786082253 0.0014544387131377983 -0.0026928948521620349
leaf_weight=497 78 52 54 88 50 146 1988 779
leaf_count=497 78 52 54 88 50 146 1988 779
internal_value=0 1.58891e-06 0.000113932 -8.06752e-07 0.000150086 -1.95777e-05 0.000522288 -0.00147618
internal_weight=0 3654 3602 3548 3460 3410 2485 925
internal_count=3732 3654 3602 3548 3460 3410 2485 925
is_linear=0
shrinkage=0.0995203


Tree=1001
num_leaves=17
num_cat=0
split_feature=29 8 8 8 8 4 0 8 17 27 6 8 26 2 21 11
split_gain=0.284063 0.19866 0.911655 0.694159 0.710618 0.765833 0.693477 0.637457 0.413608 0.438521 0.576531 1.34018 0.9364 0.891079 0.754204 0.647385
threshold=-0.117605 -0.087444999999999995 -0.086914999999999992 -0.086304999999999993 -0.085385000000000003 0.13424500000000003 -0.085894999999999985 -0.084554999999999991 -0.17385999999999999 0.098515000000000019 0.085955000000000018 -0.092299999999999993 0.09112000000000002 -0.080069999999999988 0.085855000000000029 -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 -3 -4 6 7 -5 -6 -2 10 11 15 13 -12 -13 -10
right_child=1 2 3 4 5 -7 -8 -9 9 -11 12 14 -14 -15 -16 -17
leaf_value=-0.0076361641267171897 0.0057254082519000004 0.012074775775149255 -0.010261528791376831 0.00043473687988589398 -0.0078958858974645715 0.0098078735001882172 0.015976106576188753 7.0803726715185851e-05 0.0091285841096677232 0.0072262413289804778 0.00069275558193707153 -0.017767756259847171 -0.0083732091060287634 0.015572338635831311 -0.0045567034585876041 -0.0025448497149401644
leaf_weight=49 78 65 62 58 104 77 56 2283 54 50 133 90 69 57 82 365
leaf_count=49 78 65 62 58 104 77 56 2283 54 50 133 90 69 57 82 365
internal_value=0 -8.27487e-06 0.000430994 0.000144 0.000394567 3.88308e-05 0.00807628 -0.000275957 -0.00122406 -0.00182726 -0.00236078 -0.00407698 0.00155216 0.00516094 -0.0114742 -0.00103844
internal_weight=0 3683 2705 2640 2578 2464 114 2387 978 900 850 591 259 190 172 419
internal_count=3732 3683 2705 2640 2578 2464 114 2387 978 900 850 591 259 190 172 419
is_linear=0
shrinkage=0.0995203


Tree=1002
num_leaves=21
num_cat=0
split_feature=7 36 1 1 1 0 26 18 18 6 8 26 8 17 0 8 26 2 2 6
split_gain=0.352146 0.337332 0.263202 0.873497 0.82843 0.744011 0.876682 0.882231 1.22747 0.702369 0.62832 1.33508 1.13853 1.12681 0.965273 0.741952 0.537063 0.791611 0.670853 0.324426
threshold=0.099030000000000021 0.092765000000000028 -0.031409999999999993 -0.016464999999999997 -0.014549999999999999 -0.087184999999999999 0.089005000000000015 0.082540000000000016 -0.017129999999999996 -0.011749999999999998 -0.086844999999999992 0.085855000000000029 -0.085289999999999991 -0.0042049999999999995 -0.03431 -0.084394999999999984 0.08709500000000002 -0.075899999999999995 0.30629500000000009 -0.085609999999999992
decision_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 -5 6 7 8 -1 19 11 14 -12 -13 -7 -14 18 -18 -6 -4
right_child=-2 -3 3 4 16 10 -8 -9 -10 -11 12 13 15 -15 -16 -17 17 -19 -20 -21
leaf_value=0.01471307153332279 -0.0075972370317137737 -0.0078552179804124381 -0.0080618972943068135 0.01285212717948205 0.0016002170641973312 -0.022655538884482008 -0.0019008285685793757 0.020058020623099061 -0.0068798701847284111 -0.015612879790038937 0.015044839328995667 0.0075457953536702599 -0.011729862496597361 -0.0070265407084739431 -0.00326728466812374 0.0010277009011467662 -0.0067933437754857367 0.0010750126841778734 -0.0070700745198023357 0.0037512885926806639
leaf_weight=57 61 53 46 48 993 52 90 59 48 66 56 112 47 99 50 1144 269 239 97 46
leaf_count=57 61 53 46 48 993 52 90 59 48 66 56 112 47 99 50 1144 269 239 97 46
internal_value=0 2.66478e-05 0.000142335 -0.000708582 -2.96013e-05 0.000989013 0.00598402 0.0103161 0.00483422 -0.00777683 0.000175198 -0.00381077 0.00117634 0.000704658 -0.0131595 0.000523566 -0.000417049 -0.00308989 0.000827889 -0.00214641
internal_weight=0 3671 3618 1804 1646 1814 254 164 105 158 1560 313 1247 211 102 1191 1598 508 1090 92
internal_count=3732 3671 3618 1804 1646 1814 254 164 105 158 1560 313 1247 211 102 1191 1598 508 1090 92
is_linear=0
shrinkage=0.0995203


Tree=1003
num_leaves=19
num_cat=0
split_feature=8 26 20 17 26 20 5 20 26 18 1 20 26 0 0 0 8 0
split_gain=0.236206 0.33823 0.215169 0.976213 0.929363 0.886566 2.40071 0.774725 0.76486 1.0027 1.83672 0.951162 0.865935 0.72868 1.60696 0.556409 0.956395 0.908712
threshold=0.20353000000000004 -0.396395 -0.015594999999999999 -0.53166999999999998 0.090715000000000032 -0.053499999999999999 -0.5087799999999999 -0.010459999999999999 0.095150000000000026 0.087810000000000013 0.00039500000000000011 -0.07650499999999999 0.11790500000000002 -0.23058999999999999 -0.16423499999999999 -0.083589999999999984 0.03530500000000001 -0.082794999999999994
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 8 -7 -4 9 11 -11 -5 -10 -9 -15 16 -16 -17
right_child=1 -3 7 5 -6 6 -8 13 12 10 -12 -13 -14 14 15 17 -18 -19
leaf_value=0.016016305672339644 0.00028514055514188669 -0.011017851236824569 0.01158984909972317 -0.0024931998426062319 -0.0025259610425837787 0.0079401854336800456 -0.019830627471473686 0.010700946437966961 0.014032689986691322 -0.0021137840820203853 0.018857471157319318 -0.01488633856402621 -0.0013699634905258451 -0.015918784510952657 0.0016493199444598198 -0.012670637702006051 0.016266177959284575 -0.00023357044242440804
leaf_weight=62 59 47 62 630 47 49 83 65 68 133 60 68 77 61 788 61 47 1265
leaf_count=62 59 47 62 630 47 49 83 65 68 133 60 68 77 61 788 61 47 1265
internal_value=0 -0.00471884 4.70852e-05 -0.000992433 0.00801351 -0.00183359 -0.00951556 0.000612552 -0.00085401 -0.00194556 0.00440154 -0.00370173 0.00584771 0.000314603 1.04029e-05 0.000460426 0.00247305 -0.000806331
internal_weight=0 106 3626 1277 109 1168 132 2349 1036 891 193 698 145 2287 2222 2161 835 1326
internal_count=3732 106 3626 1277 109 1168 132 2349 1036 891 193 698 145 2287 2222 2161 835 1326
is_linear=0
shrinkage=0.0995203


Tree=1004
num_leaves=17
num_cat=0
split_feature=26 6 18 1 1 4 0 3 19 17 7 4 26 8 20 17
split_gain=0.465364 0.510914 0.381195 0.355991 0.651854 0.786243 1.1255 0.595617 1.10868 0.582498 0.574063 0.412983 0.534516 0.630674 0.445308 0.352931
threshold=0.31428500000000009 -0.083069999999999991 0.24916000000000005 -0.031409999999999993 -0.078729999999999994 0.083685000000000023 -0.050494999999999991 0.14058000000000004 0.093310000000000018 -0.47367999999999999 0.077685000000000018 0.14996500000000004 0.084845000000000018 -0.11061499999999999 -0.049534999999999996 0.51326500000000019
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 15 8 10 -5 -1 12 14 -14 -11 -6
right_child=1 -3 -4 9 5 -7 -8 -9 -10 11 -12 -13 13 -15 -16 -17
leaf_value=0.0004430631144777239 -0.014349458374497942 -0.00023555952041879837 -0.0061594070359636916 -0.0087994931437835565 0.0055791882721500955 0.016275545737485148 -0.011260026550189883 -0.010986624769171968 0.015535721286823741 -0.00066759895219411526 -0.0098859126335345115 -0.0089379978901602576 0.0060763007716480343 -0.0036524296928956267 0.0034385161034040223 -0.0034386277073414399
leaf_weight=1102 46 57 90 82 403 49 49 46 47 516 56 52 76 499 530 48
leaf_count=1102 46 57 90 82 403 49 49 46 47 516 56 52 76 499 530 48
internal_value=0 -0.00654681 0.000236425 0.000398576 0.00138208 0.00424098 0.00305996 0.000126794 0.000551721 -0.000609678 -5.57318e-05 -0.000207775 7.1777e-05 -0.00236512 0.00141215 0.00461761
internal_weight=0 103 3645 3555 1800 549 500 1251 1205 1755 1158 1673 1621 575 1046 451
internal_count=3748 103 3645 3555 1800 549 500 1251 1205 1755 1158 1673 1621 575 1046 451
is_linear=0
shrinkage=0.0995203


Tree=1005
num_leaves=16
num_cat=0
split_feature=24 21 0 9 4 1 0 17 8 6 21 1 21 4 1
split_gain=0.508122 0.295624 0.981686 0.805488 1.49989 0.739268 0.562885 0.532681 0.752947 0.477919 1.23403 0.775999 0.368277 0.328839 0.628341
threshold=-0.071224999999999997 0.095695000000000016 -0.0033699999999999997 -0.25326499999999996 0.14095000000000005 -0.03694999999999999 -0.07664 0.047990000000000012 -0.068549999999999986 -0.093155000000000002 0.11639500000000003 0.26846000000000009 0.09339500000000002 0.12719000000000005 0.42491000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 -2 12 6 -3 9 -9 11 -11 -7 13 14 -5
right_child=1 2 -4 4 -6 7 -8 8 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.0101286254284794 -0.0104130554991486 -0.00090236332189115034 -0.014772640289718652 0.00035910540289118989 0.018319928522145403 0.0038904240929025316 0.013793510308765571 -0.0040121453184616884 0.010530712198966674 -0.014038649064682693 -1.2029263160247357e-05 -0.009238542317391598 0.0080424528107970825 -0.0057252938715724637 0.010340649899862194
leaf_weight=48 64 47 52 2618 48 147 57 69 72 116 134 64 64 84 64
leaf_count=48 64 47 52 2618 48 147 57 69 72 116 134 64 64 84 64
internal_value=0 0.000176908 -0.00157532 0.000628645 0.000874471 -0.000602119 0.00714424 -0.00194172 0.00340819 -0.0035798 -0.00652366 -8.79431e-05 0.000578287 0.000405284 0.000597598
internal_weight=0 3700 758 2942 2878 706 104 602 141 461 250 211 2830 2766 2682
internal_count=3748 3700 758 2942 2878 706 104 602 141 461 250 211 2830 2766 2682
is_linear=0
shrinkage=0.0995203


Tree=1006
num_leaves=17
num_cat=0
split_feature=24 18 26 26 18 26 3 1 1 18 8 20 20 18 6 17
split_gain=0.412014 0.25758 0.659611 0.399068 0.700042 0.647419 0.955089 0.594205 0.7066 0.79331 0.929478 0.527786 0.888646 0.722497 0.432972 0.333361
threshold=-0.071224999999999997 0.24916000000000005 0.08919500000000001 0.097125000000000031 0.13613500000000003 0.094935000000000033 0.09697500000000002 0.056790000000000014 0.007210000000000002 -0.079189999999999997 -0.020084999999999999 -0.049534999999999996 -0.072324999999999987 0.11061000000000003 -0.098424999999999999 -0.049834999999999997
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 8 9 -5 -11 12 -2 -13 -9 -6
right_child=1 2 -4 7 15 6 -8 14 -10 10 -12 13 -14 -15 -16 -17
leaf_value=-0.0091206227546552672 -0.00079789075188803522 -0.013470632541853964 0.0033722641488120632 0.008998689995129653 0.0033030788686214379 0.00017250583660813589 0.018924947582802321 -0.0021987999245289525 0.010605020079231415 -0.0014341461390238873 -0.015502324332803611 0.0015269064941332219 -0.012012608627406683 -0.010721930594929176 -0.014175229198769825 0.015312038525801347
leaf_weight=48 887 46 46 59 46 65 46 59 51 337 54 1772 76 49 61 46
leaf_count=48 887 46 46 59 46 65 46 59 51 337 54 1772 76 49 61 46
internal_value=0 0.000159258 -0.00504029 0.000292068 0.000769498 0.000497602 0.00795117 -0.00200305 -0.000494681 -0.00175447 -0.00337916 0.000200129 -0.00168381 0.00119686 -0.00829364 0.00931646
internal_weight=0 3700 92 3608 2987 2895 111 621 501 450 391 2784 963 1821 120 92
internal_count=3748 3700 92 3608 2987 2895 111 621 501 450 391 2784 963 1821 120 92
is_linear=0
shrinkage=0.0995203


Tree=1007
num_leaves=10
num_cat=0
split_feature=26 9 18 36 29 1 0 0 9
split_gain=0.359747 0.501036 0.260484 0.262443 0.327047 0.289097 0.554099 0.808653 0.571564
threshold=0.31428500000000009 0.11156500000000001 0.24916000000000005 0.092765000000000028 -0.109725 0.51334500000000016 0.12433000000000002 0.099665000000000017 0.093335000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6 -8
right_child=1 -3 -4 -5 5 -7 8 -9 -10
leaf_value=0.0086872373021395811 -0.01305137890671455 0.00083394218834641654 -0.0050866838792191964 -0.0065497633160817928 0.0004577961838046493 -0.005437877059558051 0.014338323898775793 -0.010589701862511909 0.00040755040808743295
leaf_weight=47 49 54 90 54 3186 84 57 67 60
leaf_count=47 49 54 90 54 3186 84 57 67 60
internal_value=0 -0.00576375 0.000200268 0.000334345 0.000440761 0.00032831 0.00047228 0.000230006 0.00720134
internal_weight=0 103 3645 3555 3501 3454 3370 3253 117
internal_count=3748 103 3645 3555 3501 3454 3370 3253 117
is_linear=0
shrinkage=0.0995203


Tree=1008
num_leaves=14
num_cat=0
split_feature=20 6 8 3 6 6 17 27 10 4 20 20 27
split_gain=0.19126 0.6592 0.732072 1.24021 0.913748 0.592291 0.369078 0.311485 0.324401 0.285811 0.322442 0.602002 0.299536
threshold=0.0040650000000000018 -0.23020499999999999 -0.0020399999999999997 0.11926500000000002 -0.072834999999999997 -0.11191 -1.0000000180025095e-35 -0.086859999999999993 0.088630000000000028 0.15615500000000004 -0.23598 -0.15398499999999998 0.093000000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 4 -4 5 -3 -2 -1 9 10 -9 -12 -13
right_child=1 2 3 -5 -6 -7 -8 8 -10 -11 11 12 -14
leaf_value=-0.0069803897602912649 0.010479002361626051 0.00018942232017036086 -0.023345622492636782 -0.0008202190448178498 0.010817850829250478 -0.014509400873075159 -0.0011090294208338475 -0.005727571964910568 -0.0062871431888012752 0.0080795838324214386 0.011291409377377442 0.00038741156412091431 -0.0043412016953448757
leaf_weight=62 49 66 48 49 46 46 61 89 76 46 49 2912 139
leaf_count=62 49 66 48 49 46 46 61 89 76 46 49 2912 139
internal_value=0 -0.00238978 -0.00516898 -0.0119753 -0.000985268 -0.00584029 0.00404547 8.19952e-06 0.000139311 0.000290542 0.000177931 0.00034774 0.000171713
internal_weight=0 365 255 97 158 112 110 3373 3311 3235 3189 3100 3051
internal_count=3738 365 255 97 158 112 110 3373 3311 3235 3189 3100 3051
is_linear=0
shrinkage=0.0995203


Tree=1009
num_leaves=22
num_cat=0
split_feature=12 4 2 26 2 2 9 20 9 3 4 10 2 17 9 17 17 2 2 17 20
split_gain=0.161604 0.851128 0.324173 0.919186 0.840667 1.14162 1.06067 1.27456 0.720481 1.92604 0.629328 1.4799 0.759374 0.542132 0.600278 0.3979 0.353724 0.903112 1.48096 0.618823 0.398687
threshold=0.081895000000000023 0.11509500000000002 -0.087245000000000003 0.098705000000000029 -0.08569499999999998 -0.084979999999999986 0.084055000000000032 -0.0058900000000000003 0.092150000000000024 0.10089500000000003 0.08024000000000002 0.087045000000000025 -0.10165999999999999 0.11012500000000003 0.089175000000000018 -0.067864999999999995 -0.093784999999999993 -0.082404999999999992 -0.081055000000000002 -0.089699999999999988 -0.072834999999999997
decision_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 8 6 -6 -4 -8 9 13 12 -12 -10 14 -1 -9 17 -7 -19 -18 -21
right_child=1 -3 4 -5 5 16 7 15 10 -11 11 -13 -14 -15 -16 -17 19 18 -20 20 -22
leaf_value=0.00036050820373101063 0.013345302484785528 -0.0055873491218330212 0.017278730534659868 0.010442844067203919 -0.013658517106060053 0.0077525095804978046 -0.011259925003410002 0.015003360554607196 -0.012787638544707139 -0.021803162096555122 0.019894864905626343 -0.0032131758581605443 0.0028992951168431047 -0.012658377476697368 -0.011373113186208629 0.0023862301114755168 0.01178907980862225 -0.018951674490486091 -0.001794891402481479 0.00303459601327334 -0.00038252558819531639
leaf_weight=281 47 47 61 53 62 79 50 46 52 62 48 64 74 49 51 54 48 56 454 431 1569
leaf_count=281 47 47 61 53 62 79 50 46 52 62 48 64 74 49 51 54 48 56 454 431 1569
internal_value=0 0.00387027 -0.000308597 -0.00217767 0.000162566 -0.000310097 0.0062125 0.00170677 -0.00316109 -0.00553409 0.00125245 0.00668297 -0.00356818 -0.00288448 -0.00143948 0.0081983 3.43546e-06 -0.00214555 -0.00368038 0.000621877 0.000353455
internal_weight=0 94 3644 734 2910 2699 211 150 681 443 238 112 126 381 332 100 2637 589 510 2048 2000
internal_count=3738 94 3644 734 2910 2699 211 150 681 443 238 112 126 381 332 100 2637 589 510 2048 2000
is_linear=0
shrinkage=0.0995203


Tree=1010
num_leaves=20
num_cat=0
split_feature=5 17 9 17 27 26 12 20 26 3 17 0 10 5 5 18 17 5 3
split_gain=0.311266 0.86205 2.17905 1.6206 1.52454 0.660763 0.632982 0.48205 0.472335 1.19858 0.537132 0.429504 0.530881 0.644627 1.07523 1.23671 0.680838 0.687581 0.439125
threshold=-0.0050400000000000002 0.0047200000000000011 0.089025000000000021 -0.0069749999999999994 0.085370000000000015 0.096980000000000025 -0.08727 -0.15398499999999998 0.085570000000000021 0.086850000000000024 -0.082354999999999998 -0.01213 0.086935000000000026 -0.074569999999999984 -0.071539999999999992 -0.10212999999999998 -0.087770000000000001 -0.079124999999999987 -0.012959999999999999
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 4 7 -4 -1 -2 10 -10 -9 12 13 16 -15 -16 -8 -18 -13
right_child=1 2 5 -5 -6 -7 11 8 9 -11 -12 18 -14 14 15 -17 17 -19 -20
leaf_value=-0.011056161720131741 0.0095174811873959264 -0.025966897247388755 0.0047168868588244716 0.017116167924827033 -0.015001832697448165 -0.0098863527654282201 -0.013026144595322302 0.00023272986993394117 -0.01659169474785651 -0.0011341614848838404 0.010112879194563339 0.00042858926827572667 0.010298248680400131 0.015413781801667902 -0.014012466861276362 0.002046990298746817 -0.0003863723568189237 -0.012820705271981715 0.014125410531136589
leaf_weight=46 48 48 77 50 74 51 48 452 56 442 62 46 53 56 50 944 1042 46 47
leaf_count=46 48 48 77 50 74 51 48 452 56 442 62 46 53 56 50 944 1042 46 47
internal_value=0 -0.00138406 -0.00788304 -0.000417308 -0.00119111 -0.0010952 0.000503496 -0.000226194 -0.000689154 -0.002874 0.00142609 0.000731868 0.000456217 0.00021722 0.00199515 0.00123835 -0.00142539 -0.000912842 0.00735944
internal_weight=0 1360 176 1184 1134 128 2378 1060 1012 498 514 2332 2239 2186 1050 994 1136 1088 93
internal_count=3738 1360 176 1184 1134 128 2378 1060 1012 498 514 2332 2239 2186 1050 994 1136 1088 93
is_linear=0
shrinkage=0.0995203


Tree=1011
num_leaves=19
num_cat=0
split_feature=5 5 21 19 12 2 5 1 2 18 18 0 2 4 19 29 11 4
split_gain=0.252369 0.576574 0.557135 0.666231 0.51327 0.489377 0.464745 1.11904 0.466765 1.02937 1.87679 0.705953 1.18683 0.78846 0.408487 0.435723 0.381308 0.863432
threshold=-0.0050400000000000002 -0.0038499999999999997 -0.064794999999999991 0.098950000000000024 -0.08727 -0.16099499999999997 -0.0083599999999999994 -0.080844999999999986 -0.07934999999999999 -0.082304999999999989 -0.0042299999999999994 -0.083694999999999992 -0.081204999999999986 0.079225000000000018 -0.099114999999999995 0.084225000000000022 -1.0000000180025095e-35 0.11208500000000003
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 -6 8 -8 11 -10 -11 13 -13 -7 -4 16 -16 -18
right_child=1 2 14 -5 5 6 7 -9 9 10 -12 12 -14 -15 15 -17 17 -19
leaf_value=-0.0099558501877715366 -0.011628873289584804 0.014409813849287261 0.0068788996202571824 -0.0021725834860868492 0.0098506644021425418 0.0010445426436197767 -0.001998595019446164 0.01622777020506793 -0.012603594226830954 0.014271092252061615 0.0006989672698709795 -0.002719765721458863 -0.019798438749576104 -0.011127318888221389 0.0063543419057693036 -0.011315546819872516 -0.0011944700210826684 -0.014005440481502892
leaf_weight=46 51 50 56 46 56 700 75 60 49 113 945 228 49 57 59 46 997 55
leaf_count=46 51 50 56 46 56 700 75 60 49 113 945 228 49 57 59 46 997 55
internal_value=0 -0.00124626 -0.000841119 0.00645556 0.000453354 0.000659033 0.000432516 0.00609595 7.50282e-05 0.00149556 0.00214932 -0.001445 -0.00574386 0.000126953 -0.00141927 -0.00182162 -0.00142779 -0.00186502
internal_weight=0 1360 1309 96 2378 2332 2276 135 2141 1107 1058 1034 277 757 1213 1157 1111 1052
internal_count=3738 1360 1309 96 2378 2332 2276 135 2141 1107 1058 1034 277 757 1213 1157 1111 1052
is_linear=0
shrinkage=0.0995203


Tree=1012
num_leaves=8
num_cat=0
split_feature=10 36 9 29 27 7 27
split_gain=0.532262 0.415982 0.44753 0.324778 0.349784 0.359622 0.533541
threshold=0.09407500000000002 0.092765000000000028 -0.37999999999999995 -0.109725 -0.079769999999999994 0.086645000000000028 0.10575000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=0.0095493149653428332 -0.0088668001406197287 -0.0085826147326051889 0.0086385289305836652 -0.0065547513704806541 0.00048770490815063628 0.0075663301802970798 -0.0084176356469224719
leaf_weight=54 62 50 47 72 3299 69 68
leaf_count=54 62 50 47 72 3299 69 68
internal_value=0 0.000431598 0.00055671 0.000419883 0.000309537 0.000453614 0.000307609
internal_weight=0 3659 3609 3555 3508 3436 3367
internal_count=3721 3659 3609 3555 3508 3436 3367
is_linear=0
shrinkage=0.0995203


Tree=1013
num_leaves=11
num_cat=0
split_feature=10 3 9 4 20 5 4 4 35 2
split_gain=0.431596 0.346814 0.955245 0.473364 0.319588 0.359126 0.323861 0.548578 0.459123 0.357028
threshold=0.09407500000000002 0.15537500000000004 -0.035004999999999994 0.14154500000000006 -0.16295499999999999 -0.053109999999999997 0.13108000000000006 0.11874000000000003 -0.081665000000000001 0.0049750000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 8 -6 -8
right_child=-2 2 -4 -5 6 -7 9 -9 -10 -11
leaf_value=0.00011607940907881838 -0.0079843743494263358 0.01376316192979754 -0.0030343437392125437 -0.0093182417328451905 0.010318870177925354 -0.011530757764999528 0.00012052559775326037 -0.0074546027291317275 0.00040830144539333232 0.012276224983149149
leaf_weight=59 62 67 67 51 47 47 48 87 3138 48
leaf_count=59 62 67 67 51 47 47 48 87 3138 48
internal_value=0 0.000388645 0.0053583 0.000199495 0.000339456 -0.00504036 0.000509017 0.000341591 0.000554806 0.00620691
internal_weight=0 3659 134 3525 3474 106 3368 3272 3185 96
internal_count=3721 3659 134 3525 3474 106 3368 3272 3185 96
is_linear=0
shrinkage=0.0995203


Tree=1014
num_leaves=14
num_cat=0
split_feature=10 36 1 3 8 29 1 3 1 1 29 3 6
split_gain=0.349971 0.310493 0.390602 0.454766 0.677711 1.34935 0.381568 0.416317 0.396163 0.610489 0.983134 0.454223 0.436746
threshold=0.09407500000000002 0.092765000000000028 0.42491000000000007 0.11275500000000002 -0.10337499999999999 -0.051204999999999994 0.36766000000000004 0.11578500000000001 0.25544500000000009 0.10924000000000002 0.097705000000000028 0.099655000000000021 -0.11533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 8 -8 9 10 -1 -11 -10
right_child=-2 -3 3 4 5 -7 7 -9 12 11 -12 -13 -14
leaf_value=0.00024943629892641125 -0.0071897684230392009 -0.007437757503879136 0.013103207816344574 0.011936246821509374 0.0093691206060906116 -0.014113821747912935 -5.2525790605255975e-05 -0.012384566610655545 -5.1470926380321202e-05 -0.014326961803113951 0.014604644797689692 -0.0015037320260965097 0.013021614246196449
leaf_weight=3046 62 50 49 46 47 50 61 49 50 48 48 64 51
leaf_count=3046 62 50 49 46 47 50 61 49 50 48 48 64 51
internal_value=0 0.000349989 0.00045811 0.00482605 0.00198409 -0.00272705 0.000212437 -0.00555333 0.00040447 0.000210872 0.000472406 -0.00700671 0.00654169
internal_weight=0 3659 3609 192 143 97 3417 110 3307 3206 3094 112 101
internal_count=3721 3659 3609 192 143 97 3417 110 3307 3206 3094 112 101
is_linear=0
shrinkage=0.0995203


Tree=1015
num_leaves=16
num_cat=0
split_feature=3 2 3 36 2 26 2 17 17 26 1 1 17 17 17
split_gain=0.345801 0.665225 0.415032 0.391453 0.28971 1.08712 0.831761 0.507953 1.24413 0.664231 0.593139 0.939889 0.504801 0.978061 0.160731
threshold=0.0040650000000000009 -0.0038150000000000002 0.080495000000000025 0.081840000000000024 -0.084924999999999987 0.098705000000000029 -0.08569499999999998 -0.53166999999999998 -0.47367999999999999 0.090715000000000032 -0.50597999999999999 -0.36347499999999994 0.27052500000000007 0.0047200000000000011 -0.080579999999999999
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 12 9 -9 -6 -10 -12 13 -4 -5
right_child=2 -3 4 14 7 -7 -8 8 10 -11 11 -13 -14 -15 -16
leaf_value=0.0060399087169195316 0.0092556666386848455 -0.014328679617683898 -0.00038752368992428179 -0.00056294394827386264 0.013528547382456072 0.011954097703502226 -0.012025679076518822 -0.014820026505232542 -0.009041985242746008 -0.0017023425791347141 0.014375033895593197 0.0008369996490177787 0.0081270343767557568 -0.010779736745325653 -0.0086488799760199939
leaf_weight=55 52 46 696 51 69 59 75 51 58 48 52 2204 55 103 47
leaf_count=55 52 46 696 51 69 59 75 51 58 48 52 2204 55 103 47
internal_value=0 -0.00383392 0.000430025 -0.000673285 0.000297532 -0.0011434 -0.00197609 0.000871447 0.000554407 0.00727298 0.00089361 0.00114941 -0.00109256 -0.00172822 -0.00444925
internal_weight=0 199 3522 153 3470 988 929 2482 2365 117 2314 2256 854 799 98
internal_count=3721 199 3522 153 3470 988 929 2482 2365 117 2314 2256 854 799 98
is_linear=0
shrinkage=0.0995203


Tree=1016
num_leaves=22
num_cat=0
split_feature=26 26 2 2 26 3 3 17 3 0 1 5 2 3 1 3 8 1 1 17 3
split_gain=0.246222 0.438066 0.240865 0.937818 0.616498 0.555997 1.57299 0.883916 3.44345 1.32515 1.26673 0.46845 0.459325 0.470116 0.805644 1.0873 0.737898 0.528988 1.32138 1.01006 0.450358
threshold=0.15583500000000003 0.51432000000000022 -0.068279999999999993 -0.071629999999999985 -0.126245 0.092200000000000018 0.096385000000000012 -0.067015000000000005 0.085845000000000019 -0.073219999999999993 0.043640000000000005 0.40431000000000011 -0.073194999999999996 0.089985000000000023 0.0015850000000000003 0.086375000000000021 0.058495000000000012 -0.0024449999999999997 0.04735000000000001 -0.0077549999999999997 0.13547000000000003
decision_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 12 -4 7 -7 9 10 -6 -9 20 13 14 16 -16 -1 19 -19 -15 -8
right_child=1 -3 4 -5 5 6 11 8 -10 -11 -12 -13 -14 17 15 -17 -18 18 -20 -21 -22
leaf_value=-0.0011153880767171686 0.0078869505596907887 -0.0039362414728938786 0.0072015137095613711 0.010518345457115321 -0.015270997798749013 -0.019246020800674477 0.00029831930786393494 -0.016537400329315773 0.025538229739973772 0.0036001905970576859 0.0041406275760453182 -0.011874188781219878 -0.0094035312441921523 0.0027897108802634259 4.4691727521109013e-05 -0.019925682177879326 0.011129027492129373 0.016041418245574812 0.0014667280686916761 -0.0049340986318303906 -0.0054116626298130605
leaf_weight=1100 91 47 73 83 65 60 399 47 59 85 78 48 53 448 56 52 51 78 294 268 208
leaf_count=1100 91 47 73 83 65 60 399 47 59 85 78 48 53 448 56 52 51 78 294 268 208
internal_value=0 0.00385428 -0.000428773 0.000117751 -0.00163897 -0.00225496 -0.00382117 0.00109541 0.00571993 -0.00457187 -0.00362777 -0.00240696 -0.000241595 -3.43512e-05 -0.00134405 -0.0095631 -0.000572135 0.00148044 0.00452491 -0.000100181 -0.00165697
internal_weight=0 138 3605 2483 1122 1049 715 334 184 150 125 655 2400 2347 1259 108 1151 1088 372 716 607
internal_count=3743 138 3605 2483 1122 1049 715 334 184 150 125 655 2400 2347 1259 108 1151 1088 372 716 607
is_linear=0
shrinkage=0.0995203


Tree=1017
num_leaves=29
num_cat=0
split_feature=1 1 1 9 6 19 5 17 26 6 17 5 26 8 2 27 8 9 9 5 1 17 2 8 1 1 3 9
split_gain=0.20997 0.810863 0.547515 0.967379 0.86343 1.12267 0.7646 1.41149 1.39594 2.22774 1.69062 0.651567 0.520911 0.859305 0.535684 0.477477 0.452496 0.408205 0.666199 0.657025 0.916148 0.903301 0.792787 0.548265 0.444546 0.842779 0.696852 0.309346
threshold=-0.031409999999999993 -0.025874999999999999 -0.079434999999999992 0.085765000000000022 -0.034094999999999993 0.093310000000000018 -0.019465 0.048755000000000014 0.087525000000000019 0.090195000000000011 -0.0023699999999999997 -0.011764999999999999 0.09032500000000003 -0.080364999999999992 -0.07934999999999999 -0.032854999999999995 -0.053049999999999993 0.09649000000000002 0.099330000000000016 0.062500000000000014 -0.0083149999999999995 -0.095109999999999986 -0.082294999999999993 -0.11550499999999998 0.058455000000000014 0.007210000000000002 0.13977500000000004 0.096830000000000013
decision_type=2 2 2 2 2 2 2 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 -1 6 8 11 10 -10 -6 -8 14 -14 -5 -3 27 19 -19 21 -21 22 -17 -23 25 -20 -26 -15
right_child=1 15 3 12 5 -7 7 -9 9 -11 -12 -13 13 16 -16 17 -18 18 24 20 -22 23 -24 -25 26 -27 -28 -29
leaf_value=-0.014057259863120241 -0.013890050237838302 0.0083138466586384404 0.013719734493986111 -0.0087386481524362042 -0.0016728297583829248 0.01266142901371594 0.0080322002799372606 0.013554633119823805 0.0077448541004557789 -0.016117977094916962 -0.026479662101133058 -0.0016121083716694221 0.012083958298597193 -0.0037089272095156898 0.0031860201184255046 -0.0010844697758819598 0.0090567151828884994 -0.013368834204680184 -0.0036853612999740984 -0.0037491274950257739 0.013394296954419934 0.0048253091638953546 -0.019581135782717769 -0.0010314918953857643 -0.0089792837513858973 0.012389795217137171 0.0052359000734727608 0.0038731951272498403
leaf_weight=46 47 57 73 84 54 64 77 76 121 57 55 700 88 152 67 46 54 61 88 51 78 188 46 1002 132 51 46 82
leaf_count=46 47 57 73 84 54 64 77 76 121 57 55 700 88 152 67 46 54 61 88 51 78 188 46 1002 132 51 46 82
internal_value=0 -0.000980661 0.000510062 0.00298149 -0.000675567 -0.000163626 -0.000884348 0.000609797 -0.00532798 9.87844e-05 -0.0141976 -0.000655312 0.00149247 0.00347637 -0.00344215 -0.000651538 0.000843431 -0.000937646 -0.00384218 -0.000158954 0.00661032 -0.000840744 -0.0103417 -0.000105528 -0.0020064 0.00220683 -0.0053011 -0.00104845
internal_weight=0 1893 1850 600 1250 1204 1140 853 287 178 109 777 527 376 151 1846 288 1789 378 1411 129 1282 92 1190 317 139 178 234
internal_count=3743 1893 1850 600 1250 1204 1140 853 287 178 109 777 527 376 151 1846 288 1789 378 1411 129 1282 92 1190 317 139 178 234
is_linear=0
shrinkage=0.0995203


Tree=1018
num_leaves=8
num_cat=0
split_feature=11 3 3 9 2 3 29
split_gain=0.214391 0.411628 0.3134 0.343869 0.64356 0.474463 0.311645
threshold=-0.40069499999999997 0.17152000000000003 0.15108000000000005 -0.26414499999999996 0.31534000000000012 0.14314000000000004 0.0035350000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=-0.0069720257261733703 0.008309773060074346 0.0081823438283381723 -0.0072833129244869177 -7.6623227091914909e-05 -0.011703991975474179 0.0097246855956655311 -0.0057993774724798431
leaf_weight=46 47 58 62 3337 48 48 97
leaf_count=46 47 58 62 3337 48 48 97
internal_value=0 -0.000135155 -0.000267948 -0.000146122 -0.00025894 -0.000100932 -0.000238512
internal_weight=0 3697 3639 3577 3530 3482 3434
internal_count=3743 3697 3639 3577 3530 3482 3434
is_linear=0
shrinkage=0.0995203


Tree=1019
num_leaves=19
num_cat=0
split_feature=26 21 26 4 26 27 21 21 4 21 4 20 3 26 3 9 19 3
split_gain=0.182472 0.448116 0.226084 0.181928 0.806017 1.65675 1.00505 1.10405 1.29713 1.22153 0.926538 1.09416 0.840328 0.497138 0.370321 0.615989 0.550959 0.476743
threshold=0.15583500000000003 0.087625000000000022 0.12753500000000004 0.077235000000000012 1.0000000180025095e-35 0.078330000000000025 0.086410000000000028 -0.032929999999999994 0.11325500000000004 -0.085914999999999991 0.11374000000000002 -0.071149999999999991 0.13451500000000002 0.091765000000000027 0.13730000000000006 0.11582000000000002 -0.071824999999999986 0.083055000000000018
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 14 6 -6 7 9 -9 -5 11 -8 -12 -7 15 16 -1 -18
right_child=1 -3 -4 4 5 13 10 8 -10 -11 12 -13 -14 -15 -16 -17 17 -19
leaf_value=0.010457307991433216 0.011119983738947049 -0.00077970112666305021 -0.0070482607730129859 0.0053332384682126593 -0.018681754201144089 0.008478287193560214 -0.001277859604227008 0.0079046607133822343 -0.002593353928759326 -0.015333048230639646 0.010795929164553532 -0.017327811532119364 -0.0050640046579600931 -0.0055398243387045501 0.0089861489565027427 -0.0096446188289316895 -0.0082378258278916396 0.00034505160509601732
leaf_weight=52 48 90 49 49 75 46 80 327 181 67 55 89 83 55 47 63 66 2221
leaf_count=52 48 90 49 49 75 46 80 327 181 67 55 89 83 55 47 63 66 2221
internal_value=0 0.00335339 -0.000333743 -0.000240989 -0.00129987 -0.00747626 -0.000131384 0.00216125 0.00416262 -0.00659627 -0.004794 -0.00973505 0.00125105 0.000836558 0.000237314 6.5784e-05 0.00032768 9.70022e-05
internal_weight=0 138 3605 3556 1107 176 931 624 508 116 307 169 138 101 2449 2402 2339 2287
internal_count=3743 138 3605 3556 1107 176 931 624 508 116 307 169 138 101 2449 2402 2339 2287
is_linear=0
shrinkage=0.0995203


Tree=1020
num_leaves=13
num_cat=0
split_feature=11 0 19 0 3 5 2 3 20 0 2 2
split_gain=0.217675 0.293048 1.30837 0.98314 0.777406 0.546604 0.535938 0.440481 0.373781 0.34784 0.34473 0.390833
threshold=-0.39477499999999999 0.042275000000000014 0.072660000000000016 -0.0083449999999999983 0.086775000000000033 0.15990000000000004 -0.021165 0.15537500000000004 0.24030500000000005 0.12433000000000002 0.35004500000000011 0.12875500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 7 -3 -6 -5 8 10 -7 11 -2
right_child=1 2 -4 6 5 9 -8 -9 -10 -11 -12 -13
leaf_value=0.0064578672207325615 -2.6723966802586717e-05 0.011339085097811898 -0.018148028553218468 0.01791719028771151 -0.011889743115671356 -0.0043304290945457959 0.0027822609414454593 0.007935099253505112 -0.0072938950804904788 0.0056466089905528706 -0.0078267345684086068 0.0057872839180178022
leaf_weight=54 3032 48 47 47 49 74 46 69 70 65 54 119
leaf_count=54 3032 48 47 47 49 74 46 69 70 65 54 119
internal_value=0 9.31553e-05 -0.00298481 0.000346831 3.15166e-05 -0.00285117 0.0104399 6.58875e-05 -9.96567e-05 0.000329203 5.72164e-05 0.000192587
internal_weight=0 3720 283 3437 236 188 93 3344 3275 139 3205 3151
internal_count=3774 3720 283 3437 236 188 93 3344 3275 139 3205 3151
is_linear=0
shrinkage=0.0995203


Tree=1021
num_leaves=13
num_cat=0
split_feature=12 11 0 19 17 0 5 0 27 29 4 4
split_gain=0.249227 0.335213 0.40414 0.913474 0.728399 0.684524 0.885772 0.638489 0.438704 0.385259 0.602324 0.586471
threshold=0.097490000000000021 -0.39477499999999999 0.042275000000000014 0.072660000000000016 -0.5696199999999999 0.076335000000000014 0.15990000000000004 0.12433000000000002 -0.032854999999999995 -0.025204999999999998 0.10477500000000002 0.12061000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 -7 -8 -6 11 -11 -10
right_child=-2 2 3 -5 8 6 7 -9 9 10 -12 -13
leaf_value=0.0080038331206097966 0.0069426571063105078 0.012558656995003286 0.0074428624598848869 -0.016341932823767117 0.0076080047778895243 -0.015763085409826273 -0.0088656695179065437 0.0062706960042262583 -0.0073488310477757106 -0.00022003536967120236 0.0045969938601956792 0.0020838574403956871
leaf_weight=52 53 47 66 47 75 49 46 69 167 2712 284 107
leaf_count=52 53 47 66 47 75 49 46 69 167 2712 284 107
internal_value=0 6.93436e-05 -4.28873e-05 -0.00369811 0.000255367 -0.00111081 -0.00455814 0.00020903 8.22508e-05 -9.0108e-05 0.000236312 -0.00366228
internal_weight=0 3721 3669 277 3392 230 164 115 3345 3270 2996 274
internal_count=3774 3721 3669 277 3392 230 164 115 3345 3270 2996 274
is_linear=0
shrinkage=0.0995203


Tree=1022
num_leaves=18
num_cat=0
split_feature=18 18 4 4 4 4 17 18 18 20 27 17 20 2 0 0 2
split_gain=0.209074 1.13276 0.689098 1.10887 0.793354 1.00076 0.76147 0.635145 0.510951 0.349707 1.64794 1.5283 0.567899 1.11351 0.600904 1.14549 0.619948
threshold=-0.019539999999999998 -0.025079999999999998 0.10739000000000003 0.092345000000000024 0.085990000000000025 0.079660000000000022 -0.55754499999999996 -0.083775000000000002 -0.015979999999999998 -0.097019999999999995 0.085370000000000015 -0.008454999999999999 -0.084474999999999995 -0.075899999999999995 -0.23998999999999998 -0.225295 -0.078289999999999985
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 7 -5 -1 -2 10 11 -10 13 -11 -14 -16 -17
right_child=8 -3 -4 6 -6 -7 -8 -9 9 12 -12 -13 14 -15 15 16 -18
leaf_value=0.0020289183637854612 0.010898701122844901 -0.014929117320015754 0.0091065273029276635 -0.0014097987559558366 0.012739862584726099 -0.012449000974366855 -0.018854853318647783 -0.0029219263208203261 0.024779025610882556 0.0029280723306028995 -0.011191755503188267 0.0026253435858506141 0.01077611839305944 -0.018294795183057207 -0.015119860795706137 -0.0010595593155404797 0.0025608088353181236
leaf_weight=716 48 54 74 46 47 65 54 400 47 51 48 90 55 47 47 1016 869
leaf_count=716 48 54 74 46 47 65 54 400 47 51 48 90 55 47 47 1016 869
internal_value=0 -0.000784752 -0.000239377 -0.000760775 5.92059e-05 -0.000444751 -0.0108383 0.000253688 0.000736845 0.000521608 0.0046686 0.0102315 0.000153257 -0.00724189 0.000518402 0.000225962 0.000609025
internal_weight=0 1456 1402 1328 1228 1181 100 1116 2318 2270 185 137 2085 98 1987 1932 1885
internal_count=3774 1456 1402 1328 1228 1181 100 1116 2318 2270 185 137 2085 98 1987 1932 1885
is_linear=0
shrinkage=0.0995203


Tree=1023
num_leaves=20
num_cat=0
split_feature=29 18 17 18 17 17 1 17 6 3 21 21 21 21 5 17 19 6 5
split_gain=0.179784 0.221952 0.58689 0.849914 0.846966 0.800087 0.771566 0.756841 0.418302 1.14985 0.596119 0.391088 0.576178 1.15054 0.644274 1.99825 0.603135 0.47027 0.203113
threshold=0.12669500000000003 -0.022504999999999997 -0.13530499999999998 -0.034774999999999993 -0.098644999999999997 -0.15313499999999999 0.00039500000000000011 -0.087770000000000001 0.089315000000000019 0.090835000000000013 0.10198500000000002 0.14970000000000003 0.11908500000000002 0.10683000000000002 -0.018754999999999997 -1.0000000180025095e-35 0.10033500000000002 -0.101065 0.25642500000000007
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 -4 8 7 -6 9 -1 -11 12 13 14 16 -16 -3 -15 -10
right_child=-2 11 3 -5 6 -7 -8 -9 18 10 -12 -13 -14 17 15 -17 -18 -19 -20
leaf_value=-0.012099718287410475 -0.0056201700249368372 0.00078660049002236821 -0.011991582394933748 -0.013821115998438615 0.010644991115598241 0.012932920314113821 -0.010383443399793708 -0.00059180037294840726 0.010066492865021346 -0.0032577152920555109 0.0054990410820647409 -0.0071121796004568116 0.0089223008624295524 -0.0034415681291763275 0.0014605274697267947 0.017131697683654006 -0.0058357452146727265 -0.01685800912515421 0.0012583926040368226
leaf_weight=75 53 1311 70 60 66 57 71 590 57 138 174 60 88 58 503 96 152 47 48
leaf_count=75 53 1311 70 60 66 57 71 590 57 138 174 60 88 58 503 96 152 47 48
internal_value=0 0.000216879 -0.000769087 -0.00239689 -0.00153582 0.00177045 -0.000527947 0.000537483 0.000475574 -0.00103414 0.00162324 0.000816053 0.00102737 0.000706383 0.0012242 0.00397347 9.80049e-05 -0.00945482 0.00604773
internal_weight=0 3721 1406 857 797 549 727 656 492 387 312 2315 2255 2167 2062 599 1463 105 105
internal_count=3774 3721 1406 857 797 549 727 656 492 387 312 2315 2255 2167 2062 599 1463 105 105
is_linear=0
shrinkage=0.0995203


Tree=1024
num_leaves=16
num_cat=0
split_feature=11 0 2 1 1 3 1 26 6 2 5 6 0 0 9
split_gain=0.4871 0.251135 0.889044 1.09043 0.864393 0.61289 0.557286 0.890135 0.70296 0.665399 1.49212 1.20787 0.597428 0.387819 0.213479
threshold=-0.40069499999999997 0.042275000000000014 -0.19220999999999999 -0.52333999999999992 -0.40145499999999995 0.17152000000000003 -0.14482999999999999 1.0000000180025095e-35 0.004915000000000001 0.096520000000000022 -0.012164999999999999 -0.083069999999999991 -0.229625 -0.030209999999999997 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 14 -4 -5 6 7 8 -2 12 11 -11 -8 -14 -3
right_child=1 2 3 4 -6 -7 9 -9 -10 10 -12 -13 13 -15 -16
leaf_value=-0.010066746647915063 -0.0069208390232418605 0.0099374131444104896 -0.018983115454320056 0.0043634950656057563 -0.011772257058660281 0.011302455574744562 0.011466114111789679 0.016391223476262078 0.0080423590968129975 -0.0065572117013761831 -0.020591165637525787 0.0084107548562432979 0.00043848615927235114 -0.0077144559916494278 0.00043045698155769538
leaf_weight=46 58 48 51 84 54 51 48 54 67 153 48 82 2793 59 46
leaf_count=46 58 48 51 84 54 51 48 54 67 153 48 82 2793 59 46
internal_value=0 0.000237574 -0.00261086 -0.0065466 -0.00194456 0.000474001 0.000309495 0.0057126 0.00109289 5.38663e-06 -0.00460052 -0.00133086 0.000455142 0.000269537 0.00529378
internal_weight=0 3696 283 189 138 3413 3362 179 125 3183 283 235 2900 2852 94
internal_count=3742 3696 283 189 138 3413 3362 179 125 3183 283 235 2900 2852 94
is_linear=0
shrinkage=0.0995203


Tree=1025
num_leaves=10
num_cat=0
split_feature=3 0 7 27 7 20 6 21 6
split_gain=0.399604 1.19881 0.308529 0.322901 0.330195 0.281075 0.814729 0.337554 0.368889
threshold=0.16149500000000003 -0.040384999999999997 0.093110000000000012 -0.089394999999999988 0.079440000000000024 -0.14797999999999997 0.041585000000000011 0.14970000000000003 0.12080000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 8 -7
right_child=1 -3 -4 4 -6 7 -8 -9 -10
leaf_value=0.0074039866948395388 0.0032033229449107917 -0.016587007375662252 0.0070844538994041658 -0.012133558058949136 -0.0079886068993082707 0.00030698861518377318 0.0024755236876190597 -0.0081130765684960908 0.0073238806331055225
leaf_weight=60 69 54 65 68 50 3169 85 46 76
leaf_count=60 69 54 65 68 50 3169 85 46 76
internal_value=0 -0.00547846 0.000289504 0.000164999 4.04545e-05 0.000157258 -0.00401205 0.00035134 0.000471581
internal_weight=0 123 3619 3554 3494 3444 153 3291 3245
internal_count=3742 123 3619 3554 3494 3444 153 3291 3245
is_linear=0
shrinkage=0.0995203


Tree=1026
num_leaves=12
num_cat=0
split_feature=11 30 9 3 21 5 5 3 5 21 19
split_gain=0.366767 0.20145 0.340172 0.48523 1.03948 0.344398 0.585809 0.96052 0.954195 0.541455 0.667293
threshold=-0.40069499999999997 -1.0000000180025095e-35 -0.25326499999999996 0.14530500000000005 0.11240000000000001 -0.0050400000000000002 -0.0089549999999999994 0.088285000000000016 -0.010074999999999999 0.13042000000000004 0.11219500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 8 -8 -4 10 -7
right_child=1 2 3 4 -6 9 7 -9 -10 -11 -12
leaf_value=-0.0087414574007428428 0.0066741507468638349 -0.0067540456780768327 0.00067822444175819063 0.015271108364967831 -0.0033542492297381067 -0.0012410532474224931 0.0014316287336406928 0.018007553522117626 -0.012608614418382475 -0.0093755728469303596 0.010988578950614794
leaf_weight=46 47 70 2002 63 56 1117 113 50 55 77 46
leaf_count=46 47 70 2002 63 56 1117 113 50 55 77 46
internal_value=0 0.000199926 0.000116312 0.000250915 0.00649936 3.57753e-05 0.000778064 0.00652129 0.000322563 -0.0012925 -0.000756632
internal_weight=0 3696 3649 3579 119 3460 2220 163 2057 1240 1163
internal_count=3742 3696 3649 3579 119 3460 2220 163 2057 1240 1163
is_linear=0
shrinkage=0.0995203


Tree=1027
num_leaves=13
num_cat=0
split_feature=3 0 7 7 7 2 4 1 2 3 4 0
split_gain=0.321984 1.01161 0.244934 0.260247 0.282663 0.273799 1.33385 1.47391 0.691401 0.646967 0.43965 0.43958
threshold=0.16149500000000003 -0.057604999999999996 0.093110000000000012 0.077685000000000018 0.020750000000000005 0.08666500000000002 0.085830000000000017 -0.018369999999999997 -0.00479 0.096595000000000028 0.079660000000000022 -0.13417999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 8 10 -8 11 -10 -7 -1
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 -12 -13
leaf_value=-0.0056731192198905267 0.0050984898771767595 -0.013046645289727585 0.006305547923863372 -0.0060502266557618161 0.0068635954797345864 -0.005506618237303868 0.0093750646318450492 -0.0041799398224061021 0.015440984412531177 0.00068581479298944904 -0.018540753796245417 0.00043198249294338129
leaf_weight=122 55 68 65 66 63 51 126 215 58 60 52 2741
leaf_count=122 55 68 65 66 63 51 126 215 58 60 52 2741
internal_value=0 -0.00492631 0.00025124 0.00014028 0.000257652 0.000135902 -0.00216938 0.000826254 0.000479533 0.0079453 -0.0120949 0.000171542
internal_weight=0 123 3619 3554 3488 3425 444 341 2981 118 103 2863
internal_count=3742 123 3619 3554 3488 3425 444 341 2981 118 103 2863
is_linear=0
shrinkage=0.0995203


Tree=1028
num_leaves=30
num_cat=0
split_feature=2 2 5 0 17 5 0 0 8 17 29 5 3 5 20 9 17 6 17 3 8 26 5 17 3 9 9 20 3
split_gain=0.356039 1.01298 1.1738 1.5512 0.589977 1.27108 0.629178 0.646671 0.564924 0.709878 0.777759 0.641154 0.558215 0.540238 0.533798 0.490446 0.489616 1.17558 1.30681 1.76324 1.01176 0.86201 2.70582 0.925321 0.815602 0.957508 0.646593 0.560228 0.500912
threshold=-0.08342999999999999 -0.082294999999999993 -0.0083599999999999994 -0.086414999999999992 -0.14813999999999997 0.063170000000000018 -0.079954999999999984 -0.066264999999999991 1.0000000180025095e-35 -0.091869999999999993 1.0000000180025095e-35 0.066815000000000027 0.089895000000000017 -0.095609999999999987 -0.076005000000000003 0.079525000000000026 -0.13530499999999998 0.041585000000000011 -0.46992499999999998 0.10341500000000002 -0.082184999999999994 0.088325000000000028 -0.011514999999999999 -0.089699999999999988 0.085730000000000015 0.084515000000000021 0.088085000000000011 -0.083970000000000003 0.090995000000000006
decision_type=2 2 2 2 2 2 2 2 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 -2 5 -3 -7 -8 9 12 11 -11 -6 -10 -9 -1 17 18 19 -17 -19 23 28 -18 25 -25 -22 -26 -23
right_child=1 4 -4 -5 8 6 7 14 13 10 -12 -13 -14 -15 -16 16 21 20 -20 -21 26 22 -24 24 27 -27 -28 -29 -30
leaf_value=0.006636528360251818 0.014301767230285188 -0.018203855703809724 0.018846849301418514 -0.0068641957236823901 0.0017818711449253512 -0.010273680289631826 0.0075234189388670237 -0.010106834752102263 0.00043574453251725263 0.00032956935169718883 0.0098444340131048011 -0.0095496474874513688 0.01475416255087807 -0.013762164029630939 0.0011928858113544234 -0.025275334158628912 -0.013032584058181321 -0.0033229709533079462 0.0061419008444469183 -0.0014561491240506635 0.018219226444537787 -0.006147814899830936 -0.027047480174002367 -0.0016441171899609763 0.00035383747104404949 0.011334657525929197 0.003104658912834225 -0.0077715815820006851 0.0071816383189235236
leaf_weight=67 60 52 60 80 69 65 90 64 54 1506 82 68 63 52 117 49 65 65 75 83 70 71 59 127 172 101 47 164 46
leaf_count=67 60 52 60 80 69 65 90 64 54 1506 82 68 63 52 117 49 65 65 75 83 70 71 59 127 172 101 47 164 46
internal_value=0 0.000407504 0.00719891 0.00220109 -0.000187353 -0.00372307 -0.00147956 0.000626708 0.000536534 0.000955424 0.000395048 -9.67131e-05 0.0079794 -0.00652155 -0.00279807 -0.00164594 -0.00211139 0.000785974 -0.00434159 -0.0103043 0.00662237 -0.0035125 -0.00967012 -0.00178824 -0.000490892 0.00410166 0.0121546 -0.00360971 -0.000900178
internal_weight=0 2482 200 140 2282 388 336 271 1894 1788 1656 1574 132 106 181 1261 1194 389 207 132 182 805 176 629 564 228 117 336 117
internal_count=3743 2482 200 140 2282 388 336 271 1894 1788 1656 1574 132 106 181 1261 1194 389 207 132 182 805 176 629 564 228 117 336 117
is_linear=0
shrinkage=0.0995203


Tree=1029
num_leaves=25
num_cat=0
split_feature=2 2 18 17 2 19 17 17 17 17 3 8 3 6 1 8 3 35 3 6 17 2 3 18
split_gain=0.288724 0.821366 0.708611 1.00708 0.574845 0.394753 0.669357 0.621511 0.933039 1.0046 0.736125 0.388211 0.873124 1.11389 1.53467 0.649731 0.582771 0.456948 1.21238 0.696926 0.36109 0.720241 0.997748 0.384195
threshold=-0.08342999999999999 -0.082294999999999993 -0.021369999999999997 -0.0094900000000000002 -0.082025000000000001 0.11219500000000003 -0.56655999999999984 -0.13530499999999998 -0.090304999999999996 -0.085229999999999986 0.085730000000000015 -0.062834999999999988 0.13977500000000004 -0.055679999999999993 -0.15528499999999998 0.058495000000000012 0.11741000000000003 -1.0000000180025095e-35 0.083595000000000017 -0.25061999999999995 -0.46992499999999998 -0.086554999999999993 0.095240000000000019 -0.057764999999999997
decision_type=2 2 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 -1 20 -9 -10 -11 17 13 16 -15 -14 -13 -6 -19 -20 23 22 -22 -8
right_child=1 4 3 -5 11 -7 7 8 9 10 -12 12 15 14 -16 -17 -18 18 19 -21 21 -23 -24 -25
leaf_value=-0.013153923111306969 -0.0019477959661058088 -0.0087967976444990569 0.020983771618992817 0.0034296354646563706 0.010653753771814815 0.0063246314399206293 -0.0075892927373974999 -0.01341126360835912 0.011237987983508467 0.0010684114460228404 -0.0056316999868069066 0.0027529349195926449 0.014596906975644508 0.0020402302094015747 -0.011849070530185959 -0.0013726538606670703 -0.0087609249399692793 -0.013434354757647341 -0.0069102770448795786 0.0020265194221093905 -0.0033277414611927961 0.015550326996316971 0.01368824349349629 0.0029809726670337071
leaf_weight=50 66 74 55 79 48 61 63 76 54 276 394 297 53 122 222 48 51 57 93 1217 118 47 48 74
leaf_count=50 66 74 55 79 48 61 63 76 54 276 394 297 53 122 222 48 51 57 93 1217 118 47 48 74
internal_value=0 0.000367015 0.00648247 0.0106408 -0.0001686 -0.00148214 -0.00187966 -0.00138877 -0.00291949 -0.00181702 -0.00287043 0.000120199 -0.00164212 -0.00290456 -0.00692083 0.00699931 0.00106321 0.00110842 0.000772657 0.00139145 0.0021077 0.00467243 0.00158761 -0.00187383
internal_weight=0 2482 200 134 2282 1261 1200 1150 800 724 670 2208 793 692 344 101 348 1415 1367 1310 350 213 166 137
internal_count=3743 2482 200 134 2282 1261 1200 1150 800 724 670 2208 793 692 344 101 348 1415 1367 1310 350 213 166 137
is_linear=0
shrinkage=0.0995203


Tree=1030
num_leaves=15
num_cat=0
split_feature=9 9 17 36 30 30 4 21 3 3 17 9 7 21
split_gain=0.332578 0.409887 0.390195 0.42662 0.498251 0.641155 0.741937 0.337612 0.297499 0.411822 0.420876 0.686784 0.467783 0.365571
threshold=-0.063329999999999984 -0.014225 0.12439000000000001 0.088530000000000025 0.10801000000000002 0.086455000000000018 0.10022000000000002 0.083050000000000027 0.0040650000000000009 0.080495000000000025 0.51174000000000019 0.093825000000000033 0.085695000000000021 -0.085914999999999991
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 -7 -3 -10 12 -12 13 -11
right_child=1 8 -4 -5 -6 7 -8 -9 9 10 11 -13 -14 -15
leaf_value=0.0094098630437210919 -0.0079827075925394293 -0.0060336994879640737 0.011108981322898828 0.0098760284764213661 0.0093721276263501394 -0.013428650439149311 -0.0045848105017098212 -0.0021724555303307054 0.0089168022573792218 0.004759153804889402 -0.001660976054621896 0.011143026522373018 -0.0091986584900987916 -0.00070035765314882049
leaf_weight=75 72 90 46 50 47 52 75 54 48 127 86 80 62 2779
leaf_count=75 72 90 46 50 47 52 75 54 48 127 86 80 62 2779
internal_value=0 -0.000554486 0.00248517 0.00135906 -4.36751e-05 -0.00177556 0.00240707 -0.00770209 -0.000390778 -0.000230916 -0.000371283 0.0045047 -0.000644272 -0.000461481
internal_weight=0 3344 399 353 303 256 150 106 3272 3182 3134 166 2968 2906
internal_count=3743 3344 399 353 303 256 150 106 3272 3182 3134 166 2968 2906
is_linear=0
shrinkage=0.0995203


Tree=1031
num_leaves=15
num_cat=0
split_feature=9 0 0 1 29 8 3 9 3 3 17 9 0 7
split_gain=0.269684 0.507852 0.671594 0.819877 0.421125 0.849148 0.339175 0.332354 0.241227 0.333935 0.341206 0.556955 0.460554 0.512145
threshold=-0.063329999999999984 -0.14124499999999998 0.099665000000000017 0.5126750000000001 0.0035350000000000004 -0.08569499999999998 0.089810000000000015 -0.014225 0.0040650000000000009 0.080495000000000025 0.51174000000000019 0.093825000000000033 -0.23177499999999998 0.084545000000000023
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 -2 -9 -10 12 -12 -11 -14
right_child=7 2 -4 -5 -6 6 -8 8 9 10 11 -13 13 -15
leaf_value=-0.0056608325782033508 -0.0071882666865859621 0.0099384865642445971 -0.0073188610090858322 0.016554501118176187 0.0092161577637459701 0.00094937319779738361 -0.010615949665940755 -0.0054332243629157282 0.0080294006552835001 -0.0076727136759245683 -0.001495675145080332 0.010034070176984263 -0.00016600555256087132 -0.0093105705794937921
leaf_weight=67 72 56 46 55 74 46 55 90 48 88 86 80 2818 62
leaf_count=67 72 56 46 55 74 46 55 90 48 88 86 80 2818 62
internal_value=0 0.00223784 0.00383432 0.00563105 0.00302668 0.000104135 -0.00534047 -0.000499327 -0.000351888 -0.000207909 -0.000334332 0.0040559 -0.000580154 -0.000363152
internal_weight=0 399 332 286 231 157 101 3344 3272 3182 3134 166 2968 2880
internal_count=3743 399 332 286 231 157 101 3344 3272 3182 3134 166 2968 2880
is_linear=0
shrinkage=0.0995203


Tree=1032
num_leaves=10
num_cat=0
split_feature=27 2 3 3 2 7 11 27 26
split_gain=0.228169 0.275209 0.821782 0.550693 0.536573 0.318697 0.340678 0.303089 0.42403
threshold=-0.086859999999999993 -0.15327499999999997 0.095630000000000021 0.10684000000000003 -0.14531999999999998 -0.068034999999999998 -0.38234499999999999 0.10360500000000002 -0.0026699999999999996
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 4 3 -5 5 6 7 -9 -10
leaf_value=-0.0052789041850483439 -0.010597238974268446 0.010450423884255763 0.0094284143858233381 -0.0033630245678520835 -0.0058510309813388185 0.0087333641879506277 0.0029585872173366352 -0.0054954937152279539 -0.00015079114817070232
leaf_weight=80 91 51 54 87 85 47 520 90 2636
leaf_count=80 91 51 54 87 85 47 520 90 2636
internal_value=0 9.37047e-05 -0.00322327 0.00153002 0.000318364 0.000165151 0.000320691 0.000198628 0.000361268
internal_weight=0 3661 232 141 3429 3378 3293 3246 3156
internal_count=3741 3661 232 141 3429 3378 3293 3246 3156
is_linear=0
shrinkage=0.0995203


Tree=1033
num_leaves=21
num_cat=0
split_feature=8 18 18 8 2 8 8 18 18 26 2 29 26 5 0 2 2 0 2 5
split_gain=0.189894 1.29999 0.950127 0.717655 1.24107 1.58906 0.650137 0.521948 1.55791 1.39785 0.638497 0.456635 0.481886 0.40401 0.85143 0.848159 1.19749 0.574771 0.290703 0.131429
threshold=-0.082654999999999992 -0.14734 0.24916000000000005 -0.084554999999999991 -0.078784999999999994 -0.083849999999999994 -0.082014999999999991 -0.019539999999999998 -0.013734999999999999 0.086325000000000027 -0.086414999999999992 -0.084014999999999992 -1.0000000180025095e-35 -0.50393499999999991 -0.23058999999999999 0.11392500000000001 0.10003000000000002 -0.14680499999999999 -0.082234999999999989 -0.0071849999999999995
decision_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 7 5 -5 -2 9 -9 10 -3 -10 -13 17 -15 16 -16 -8 -12 -7
right_child=2 3 -4 4 -6 19 13 8 11 -11 18 12 -14 14 15 -17 -18 -19 -20 -21
leaf_value=0.016444590964758088 -0.0086633765401402038 -0.0072989705265104239 -0.013657391300961079 0.01264080517774697 0.020126813873460433 -0.010683148631903448 -0.010637665861478048 0.016527085301050102 -0.0098984229754087334 -0.018377073820270279 0.0094989954063167507 0.0066784091643298359 -0.00079073522773871903 0.011480970819790845 1.1310627139192685e-07 -0.011890729823170817 0.015625243735993211 0.0019524349580944853 -0.00086659026654005108 -0.0031674998064351798
leaf_weight=51 88 80 54 73 46 47 80 56 49 57 55 95 860 67 1713 57 50 65 52 46
leaf_count=51 88 80 54 73 46 47 80 56 49 57 55 95 860 67 1713 57 50 65 52 46
internal_value=0 0.00081603 -0.000621092 0.000289727 0.00566029 0.00164656 -0.000288649 -0.000582774 0.000371785 -0.00473298 -0.000569709 -0.000528492 -4.68738e-05 7.36335e-05 0.000463025 5.69695e-05 0.000443718 -0.00498818 0.00445387 -0.00697454
internal_weight=0 1567 2174 1516 212 166 2120 1304 1060 244 187 1004 955 2032 1887 1820 1763 145 107 93
internal_count=3741 1567 2174 1516 212 166 2120 1304 1060 244 187 1004 955 2032 1887 1820 1763 145 107 93
is_linear=0
shrinkage=0.0995203


Tree=1034
num_leaves=11
num_cat=0
split_feature=27 5 0 1 3 18 18 11 3 18
split_gain=0.19409 0.247026 0.315096 0.960884 0.770042 0.358811 0.759554 0.346014 0.956078 0.313349
threshold=-0.086859999999999993 0.6362850000000001 0.048265000000000009 -0.42149500000000001 0.091295000000000029 -0.040349999999999997 0.0020050000000000003 -0.37179999999999996 0.15537500000000004 -0.22342499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7 -5 9 -9
right_child=1 -3 4 7 5 6 -8 8 -10 -11
leaf_value=-0.0048664452343970153 -0.012139800575241578 -0.0068580772926636283 0.012112320302028667 -0.007881725767725091 0.0070135542334966508 -0.011319096254498531 0.0048519773281645454 -0.0040939962974042184 0.014097215020321595 0.0003211067342756773
leaf_weight=80 64 50 74 52 49 57 58 168 49 3040
leaf_count=80 64 50 74 52 49 57 58 168 49 3040
internal_value=0 8.87241e-05 0.00018514 -6.15656e-05 0.00368496 -0.000112636 -0.00315613 0.000171795 0.000300625 8.96366e-05
internal_weight=0 3661 3611 3373 238 164 115 3309 3257 3208
internal_count=3741 3661 3611 3373 238 164 115 3309 3257 3208
is_linear=0
shrinkage=0.0995203


Tree=1035
num_leaves=8
num_cat=0
split_feature=35 21 21 0 0 23 5
split_gain=0.183406 0.232975 0.458376 0.404974 0.549176 0.375391 0.519995
threshold=0.004000000000000001 -0.096850000000000006 -0.085914999999999991 -0.25289499999999993 -0.225295 1.0000000180025095e-35 -0.11065499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=-0.0049967632767586407 -0.0062607878816278127 0.0073219682528236621 0.0083298242759494105 -0.0079345325556135025 0.0028272028752588832 -0.0087581571130762089 -0.00038987148966758683
leaf_weight=88 46 87 57 87 609 47 2720
leaf_count=88 46 87 57 87 609 47 2720
internal_value=0 6.22022e-05 0.000185853 9.24455e-06 -0.000127474 7.34731e-05 0.000198407
internal_weight=0 3695 3607 3520 3463 3376 3329
internal_count=3741 3695 3607 3520 3463 3376 3329
is_linear=0
shrinkage=0.0995203


Tree=1036
num_leaves=12
num_cat=0
split_feature=21 9 3 21 38 11 5 5 26 4 6
split_gain=0.267929 0.776089 1.23175 0.363513 0.258866 0.273676 0.320388 0.971919 0.717564 0.720321 0.57787
threshold=-0.085914999999999991 0.086315000000000017 0.088055000000000022 -0.084114999999999995 -0.082614999999999994 0.086705000000000018 -0.44524499999999995 -0.41880499999999998 0.087675000000000017 0.12719000000000005 -0.25061999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 6 8 -8 9 -6 -9
right_child=3 -3 -4 4 5 -7 7 10 -10 -11 -12
leaf_value=-0.0016019258990915392 -0.0079680114505526409 -0.0034513853678490125 0.021172345534974206 0.0068811473163512115 0.0018957668246724685 0.0072457797102069618 0.014195664680282456 -0.0099156968658204083 -0.012865366966387244 -0.010408242183497922 0.00011474744301948154
leaf_weight=46 57 77 48 54 207 50 48 58 61 61 2961
leaf_count=46 57 77 48 54 207 50 48 58 61 61 2961
internal_value=0 0.00394848 0.0100188 -8.43089e-05 4.3849e-05 -6.30563e-05 -0.000170907 0.000145435 -0.00312239 -0.000901719 -7.7683e-05
internal_weight=0 171 94 3557 3500 3446 3396 3067 329 268 3019
internal_count=3728 171 94 3557 3500 3446 3396 3067 329 268 3019
is_linear=0
shrinkage=0.0995203


Tree=1037
num_leaves=8
num_cat=0
split_feature=18 18 22 8 9 7 11
split_gain=0.183645 0.274955 0.167286 0.224802 0.261977 0.454406 0.462521
threshold=-0.47082499999999999 -0.42656999999999995 0.12026000000000002 -0.51030999999999993 -0.26414499999999996 -0.07553 0.063835000000000017
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7
right_child=1 2 -4 4 5 6 -8
leaf_value=0.0061428882874471052 -0.0069103375580484832 0.0056106555908999938 -0.0043266173261620475 -0.0064154436797900756 0.0092748406218419194 -7.1656638875437911e-05 0.0095721874700733008
leaf_weight=49 56 75 82 60 54 3302 50
leaf_count=49 56 75 82 60 54 3302 50
internal_value=0 9.59898e-06 0.000116785 0.000219914 0.000103028 0.000218098 7.19514e-05
internal_weight=0 3679 3623 3541 3466 3406 3352
internal_count=3728 3679 3623 3541 3466 3406 3352
is_linear=0
shrinkage=0.0995203


Tree=1038
num_leaves=13
num_cat=0
split_feature=21 9 3 17 18 21 8 18 21 21 21 1
split_gain=0.215422 0.622895 0.998338 0.344788 0.803249 0.489609 0.412567 0.401989 0.457929 0.323433 0.619611 0.443605
threshold=-0.085914999999999991 0.086315000000000017 0.088055000000000022 0.50214000000000014 0.038665000000000012 -0.083269999999999997 -0.077604999999999993 0.24916000000000005 0.15544000000000005 0.12329000000000002 0.11853500000000002 0.081675000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -2 -5 8 9 10 -7 -11
right_child=3 -3 -4 4 -6 7 -8 -9 -10 11 -12 -13
leaf_value=-0.0014899009701981804 -0.0086849433070548127 -0.0030967378937965711 0.019011881150700138 0.0043437598998969928 0.013124361619829437 -0.0001284804090503882 -0.0065724872856472499 -0.0073065623902163696 0.0080363786814039353 -0.00072944423221329188 0.01043930602209584 -0.01198181153087075
leaf_weight=46 68 77 48 80 64 2930 60 76 69 101 56 53
leaf_count=46 68 77 48 80 64 2930 60 76 69 101 56 53
internal_value=0 0.00353187 0.00897039 -8.42364e-05 0.0038878 -0.000326143 -0.000328785 -0.000152866 1.63031e-05 -0.000159674 6.94358e-05 -0.00460733
internal_weight=0 171 94 3557 204 3353 140 3285 3209 3140 2986 154
internal_count=3728 171 94 3557 204 3353 140 3285 3209 3140 2986 154
is_linear=0
shrinkage=0.0995203


Tree=1039
num_leaves=12
num_cat=0
split_feature=21 21 1 17 18 6 21 18 21 19 27
split_gain=0.174579 0.379391 0.486187 0.279584 0.651321 0.452986 0.396999 0.325956 0.371321 0.331556 0.36111
threshold=-0.085914999999999991 -0.093924999999999995 -0.007069999999999999 0.50214000000000014 0.038665000000000012 -0.011749999999999998 -0.083269999999999997 0.24916000000000005 0.15544000000000005 -0.112555 -0.038765000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -2 8 9 -8 -11
right_child=3 -3 -4 4 -6 -7 7 -9 -10 10 -12
leaf_value=0.0061163954482361558 -0.007820616589040234 0.0084840227350194506 -0.008045992031319886 0.0071765033465726394 0.011818222434957868 -0.0045863816660109621 0.0073766414486525255 -0.006579411601229602 0.0072365965990199175 -0.007680846505476826 -0.00012601986191848678
leaf_weight=48 68 75 48 51 64 89 57 76 69 64 3019
leaf_count=48 68 75 48 51 64 89 57 76 69 64 3019
internal_value=0 0.00317942 -0.000956271 -7.58761e-05 0.00350088 -0.000295482 -0.000293734 -0.000137677 1.46299e-05 -0.000143809 -0.000283116
internal_weight=0 171 96 3557 204 140 3353 3285 3209 3140 3083
internal_count=3728 171 96 3557 204 140 3353 3285 3209 3140 3083
is_linear=0
shrinkage=0.0995203


Tree=1040
num_leaves=9
num_cat=0
split_feature=12 9 12 10 24 8 9 10
split_gain=0.242113 0.434972 0.454127 0.376953 0.276884 0.450786 0.678114 0.619621
threshold=-0.086019999999999999 -0.26414499999999996 0.094205000000000025 0.09056500000000002 0.083550000000000027 -0.097249999999999989 0.083110000000000031 0.016045000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -7
right_child=1 2 -4 -5 -6 7 -8 -9
leaf_value=-0.0062032960847279916 0.0089538567040841899 -0.0011268403741027516 -0.0097887153163599624 0.0076143814496468284 -0.0062657342675752157 3.885898859931891e-06 0.0071603313959966875 -0.0078475878896035293
leaf_weight=60 55 182 46 66 68 2967 211 103
leaf_count=60 55 182 46 66 68 2967 211 103
internal_value=0 0.000169501 3.66548e-05 0.000162534 2.30148e-05 0.000146738 0.00332042 -0.000259268
internal_weight=0 3698 3643 3597 3531 3463 393 3070
internal_count=3758 3698 3643 3597 3531 3463 393 3070
is_linear=0
shrinkage=0.0995203


Tree=1041
num_leaves=23
num_cat=0
split_feature=0 0 0 26 3 0 26 3 0 26 17 17 1 9 21 6 0 1 20 35 29 9
split_gain=0.262707 0.921351 0.756683 0.720014 0.576269 0.552439 0.625942 0.623312 1.47695 1.47924 0.731125 1.22891 2.53983 0.975328 0.85548 0.782344 0.694368 0.529271 0.457656 0.526389 0.415517 0.567862
threshold=-0.083589999999999984 -0.082794999999999994 -0.084474999999999995 0.088325000000000028 0.31293500000000007 -0.085349999999999995 0.085855000000000029 0.084380000000000024 -0.087504999999999986 0.082250000000000031 0.016900000000000005 0.08741500000000002 0.070450000000000026 0.10892000000000003 0.097880000000000009 -0.007045 -0.092724999999999988 0.043640000000000005 -0.16295499999999999 -0.083194999999999991 -0.079369999999999982 -0.035004999999999994
decision_type=2 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 18 7 -7 8 9 17 13 12 -12 14 -9 -13 -11 -1 -3 -20 -21 -22
right_child=1 4 3 -5 -6 6 -8 10 -10 16 11 15 -14 -15 -16 -17 -18 -19 19 20 21 -23
leaf_value=-0.014061619866755004 -0.010940647028521572 -0.0091112199079881797 0.01599823601828073 -0.00041785755186305471 -0.011162492783326263 -0.014918613297822602 -0.00010773149400822687 0.0057981765261452232 -0.016777955400543089 0.017908350410093286 -0.026995647069016658 -0.0014199508315149041 0.0036925914291704429 -0.0090961398780380568 -0.0016020145208247257 0.011003312355955093 0.0015786096415991637 -0.00059976146520770675 0.010780826479256444 -0.0078116786621991469 0.0061816077819450577 -0.00028099121462201224
leaf_weight=57 84 53 62 46 47 48 69 681 63 48 51 200 56 59 200 67 56 59 46 65 148 1493
leaf_count=57 84 53 62 46 47 48 69 681 63 48 51 200 56 59 200 67 56 59 46 65 148 1493
internal_value=0 -0.000746213 0.000918695 0.00899862 -0.000283388 0.000409098 -0.00619099 0.000893148 -0.00334243 0.000501301 0.001806 -0.00191429 -0.0109269 0.00328707 0.00411729 0.00169443 0.00912329 -0.0072217 0 0.000275513 -7.26913e-06 0.000301365
internal_weight=0 1936 1822 108 1852 1714 117 1597 283 220 1314 374 107 940 881 267 104 116 1805 1752 1706 1641
internal_count=3758 1936 1822 108 1852 1714 117 1597 283 220 1314 374 107 940 881 267 104 116 1805 1752 1706 1641
is_linear=0
shrinkage=0.0995203


Tree=1042
num_leaves=9
num_cat=0
split_feature=4 4 12 20 3 3 4 3
split_gain=0.219306 0.285021 0.24648 0.181078 0.521442 0.575445 0.402571 0.271004
threshold=0.14754500000000006 0.14095000000000005 0.093040000000000025 -0.16295499999999999 -0.018634999999999995 0.0040650000000000009 0.081235000000000016 0.080495000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1 -7
right_child=-2 -3 -4 4 5 7 -8 -9
leaf_value=0.0013418450146153113 -0.004973042388975296 0.0078701236405457238 -0.0070900266602383528 0.0089221733574903119 -0.0098842927513016453 0.0075602140805159238 -0.010556292815594916 0.00017732200333223176
leaf_weight=66 84 47 47 68 56 50 49 3291
leaf_count=66 84 47 47 68 56 50 49 3291
internal_value=0 0.00016972 6.97095e-05 0.000163935 0.000293098 0.000120123 -0.00372068 0.000288056
internal_weight=0 3674 3627 3580 3465 3397 115 3341
internal_count=3758 3674 3627 3580 3465 3397 115 3341
is_linear=0
shrinkage=0.0995203


Tree=1043
num_leaves=9
num_cat=0
split_feature=11 11 11 7 29 26 8 2
split_gain=0.207533 0.348661 0.415368 0.280785 0.29885 0.549594 0.446199 0.667681
threshold=-0.40069499999999997 -0.15948499999999999 -0.088219999999999993 -0.22253999999999999 0.0035350000000000004 0.0054200000000000012 -0.51030999999999993 0.15165000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5 -8
right_child=1 2 3 4 5 -7 7 -9
leaf_value=-0.0065941091421568548 0.0082235489691996743 -0.009278764400036988 0.0076986015426757995 0.0095539943788673781 -0.0097361843135978007 0.0027895667358512183 0.00034730340611490042 -0.0073362478717557029
leaf_weight=46 52 47 48 50 82 60 3257 116
leaf_count=46 52 47 48 50 82 60 3257 116
internal_value=0 0.000131666 1.64753e-05 0.00013762 3.55873e-05 -0.00443785 0.000221403 8.28175e-05
internal_weight=0 3712 3660 3613 3565 142 3423 3373
internal_count=3758 3712 3660 3613 3565 142 3423 3373
is_linear=0
shrinkage=0.0995203


Tree=1044
num_leaves=14
num_cat=0
split_feature=17 5 21 5 27 18 21 6 6 17 26 26 17
split_gain=0.735839 0.306138 0.399149 1.22723 0.332275 0.339165 0.846392 0.496548 1.00408 0.556685 1.06358 0.766474 0.350053
threshold=-0.5696199999999999 0.44834500000000005 0.11639500000000003 0.62720500000000012 -0.086859999999999993 -0.14734 0.085815000000000016 0.10449000000000003 0.098855000000000012 0.0065250000000000013 0.093245000000000022 0.092180000000000026 -0.53166999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 6 -6 8 12 11 -11 -9 -7
right_child=1 2 -4 -5 5 7 -8 9 -10 10 -12 -13 -14
leaf_value=0.01078158421647334 -0.0071438031540989088 -0.020119872560613268 0.0014321786396168411 0 0.01245702444291703 0.0065590302204905629 -0.0033981252007884767 -0.0064191763817357528 -0.011081716516657346 0.015909242192363594 0.00093169481357545088 0.0074204117255700528 -0.00028782705271859603
leaf_weight=62 62 47 87 83 72 76 62 97 85 80 114 67 2745
leaf_count=62 62 47 87 83 72 76 62 97 85 80 114 67 2745
internal_value=0 -0.000151342 -0.00377745 -0.00727019 7.58392e-05 0.00020781 0.00511495 6.10166e-06 -0.000424482 0.00350357 0.00711223 -0.000760206 -0.000103077
internal_weight=0 3677 217 130 3460 3398 134 3264 2906 358 194 164 2821
internal_count=3739 3677 217 130 3460 3398 134 3264 2906 358 194 164 2821
is_linear=0
shrinkage=0.0995203


Tree=1045
num_leaves=13
num_cat=0
split_feature=17 0 9 17 9 17 17 17 8 2 1 1
split_gain=0.596661 0.358457 0.308371 1.35337 1.03642 0.752678 1.49375 1.45821 0.801472 0.582177 0.599147 0.64312
threshold=-0.5696199999999999 -0.23998999999999998 0.085765000000000022 -0.49091000000000001 0.086070000000000021 0.28919000000000006 0.12439000000000001 0.011640000000000003 -0.087129999999999999 -0.021165 0.49737500000000007 0.05340000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 -5 -8 10 11 -6
right_child=1 2 4 5 9 -7 8 -9 -10 -11 -12 -13
leaf_value=0.0097085987060511036 0.006767526891714515 -0.017446512747620397 0.014257253901609557 2.6804919068868349e-05 0.00097409329882029738 -0.013061098663670632 0.0024481168376924438 -0.0097084838217648631 0.020949206497212092 -0.0097560682713149945 0.010155183620727606 -0.0038793689734583216
leaf_weight=62 73 50 53 1178 1562 48 46 175 47 57 61 327
leaf_count=62 73 50 53 1178 1562 48 46 175 47 57 61 327
internal_value=0 -0.000136244 -0.000276309 -0.00133978 0.000520381 -0.000800186 -0.000392618 -0.00123177 0.0118069 0.000157216 0.000447409 0.000133489
internal_weight=0 3677 3604 1544 2060 1494 1446 1353 93 2007 1950 1889
internal_count=3739 3677 3604 1544 2060 1494 1446 1353 93 2007 1950 1889
is_linear=0
shrinkage=0.0995203


Tree=1046
num_leaves=18
num_cat=0
split_feature=17 0 3 17 17 26 26 1 18 4 0 4 3 3 1 17 8
split_gain=0.483804 0.290658 0.242983 1.63539 1.03134 0.990802 0.906753 0.919122 0.884304 0.337627 0.97952 0.958322 0.830538 3.07044 0.328091 0.515654 0.410206
threshold=-0.5696199999999999 -0.23998999999999998 0.083875000000000019 0.11012500000000003 -0.0096999999999999986 0.085355000000000028 0.047170000000000011 0.5074550000000001 -0.08727 0.079355000000000023 -0.13752999999999999 0.085720000000000018 0.094970000000000013 0.10341500000000002 0.04735000000000001 -0.42946499999999999 0.010485000000000003
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 8 7 -6 -3 10 -4 -11 -13 -14 15 -12 -16
right_child=1 2 9 -5 6 -7 -8 -9 -10 11 14 12 13 -15 16 -17 -18
leaf_value=0.0087423967377352075 0.0060940210209532658 0.010318615383484952 0.013846751763158254 -0.019598930171827681 -0.0084550193830042024 -0.017774249296999525 0.017471932729761788 0.010641225156530718 -0.006810200833144031 -0.012187317468342045 0.0053723837479745136 0.0084134744955459122 -0.024566062737128958 0.00033883134300556801 -0.00097126368986016095 0.00024985319175187178 -0.0099296214838547388
leaf_weight=62 73 46 54 49 52 46 47 48 85 79 218 88 54 532 326 1820 60
leaf_count=62 73 46 54 49 52 46 47 48 85 79 218 88 54 532 326 1820 60
internal_value=0 -0.000122619 -0.000248766 -0.00265382 -8.86071e-05 -0.00520806 0.00607006 0.000702992 -0.000789251 2.86306e-05 0.00058968 -0.00181661 -0.000599832 -0.00195476 0.000294012 0.0007982 -0.00236588
internal_weight=0 3677 3604 373 324 177 147 100 131 3231 2478 753 674 586 2424 2038 386
internal_count=3739 3677 3604 373 324 177 147 100 131 3231 2478 753 674 586 2424 2038 386
is_linear=0
shrinkage=0.0995203


Tree=1047
num_leaves=15
num_cat=0
split_feature=17 0 2 29 4 1 4 2 2 35 2 26 3 2
split_gain=0.392295 0.235684 0.211355 0.5312 0.591645 2.18256 1.30655 1.65434 0.40221 0.504189 0.469945 0.814578 0.537425 0.395533
threshold=-0.5696199999999999 -0.23998999999999998 -0.0023849999999999995 -0.067879999999999996 0.085720000000000018 0.00039500000000000011 0.089610000000000009 0.10449500000000002 -0.011474999999999999 -0.081529999999999991 -0.029394999999999998 -0.084599999999999995 0.07728500000000002 -0.0083149999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 -4 5 -5 -6 -8 9 -3 12 -12 -11 -10
right_child=1 2 3 4 6 -7 7 -9 13 10 11 -13 -14 -15
leaf_value=0.0078723520931433758 0.0054875426235364315 -0.0092314155410692378 -0.011774554786908871 -0.017008764671787236 0.016236381289183258 0.006969591503988886 -0.017283467954584207 0.0019291701005886696 0.012749208146803642 0.0086160602986019644 0.002329855179799222 -0.015622225685481298 7.3830625093521896e-05 0.0011043892057929195
leaf_weight=62 73 59 50 84 49 68 53 273 48 75 50 50 2672 73
leaf_count=62 73 59 50 84 49 68 53 273 48 75 50 50 2672 73
internal_value=0 -0.000110372 -0.000223986 -0.00196966 -0.00103785 -0.00627622 0.00108326 -0.00119185 0.000108499 -0.000125312 6.3112e-05 -0.006638 0.000307353 0.00573059
internal_weight=0 3677 3604 577 527 152 375 326 3027 2906 2847 100 2747 121
internal_count=3739 3677 3604 577 527 152 375 326 3027 2906 2847 100 2747 121
is_linear=0
shrinkage=0.0995203


Tree=1048
num_leaves=19
num_cat=0
split_feature=22 22 1 3 3 3 5 21 1 5 3 6 6 6 1 6 29 21
split_gain=0.181946 0.479117 0.795479 0.303837 0.254025 0.625371 0.971731 0.534668 0.884489 1.18018 0.479793 0.800353 1.97509 0.393319 0.543302 0.514873 0.423257 0.322639
threshold=0.10828500000000002 0.09086000000000001 -0.011155 0.12015500000000003 0.12323500000000003 0.13547000000000003 0.049800000000000011 0.10841000000000002 0.024780000000000007 0.5124350000000002 0.13977500000000004 -0.25061999999999995 -0.026384999999999999 0.12080000000000003 -0.038989999999999997 0.11413500000000003 0.0035350000000000004 0.11787000000000002
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 7 6 -6 13 17 -10 -7 -12 -13 15 -15 16 -1 -9
right_child=3 2 -4 -5 5 10 -8 8 9 -11 11 12 -14 14 -16 -17 -18 -19
leaf_value=0.00013163963513668545 0.0011403061969662894 -0.001412558516313915 0.016281721522636031 -0.0084735891236205063 0.017647115008835375 -0.0095909813340225233 -0.00071612708811042162 -0.0038391475856380977 -0.020540773865890392 0.00022824688397942865 -0.0066333307170525621 0.022705187329151087 -0.0020637463849171923 0.01299349323064263 -0.00131179822102705 -0.007884213777946748 -0.0079360713885719535 0.0070664204424383623
leaf_weight=2664 64 54 47 66 57 46 57 58 62 48 77 47 99 53 52 86 66 50
leaf_count=2664 64 54 47 66 57 46 57 58 62 48 77 47 99 53 52 86 66 50
internal_value=0 5.49328e-05 0.00681331 -0.0037343 -0.000138644 0.00228066 0.00845832 -0.000434092 -0.00518855 -0.0114705 -0.000334339 0.00157143 0.00590421 -7.89776e-05 0.00590117 -0.00030225 -6.31042e-05 0.00120215
internal_weight=0 3623 101 130 3522 383 114 3139 218 110 269 223 146 2921 105 2816 2730 108
internal_count=3753 3623 101 130 3522 383 114 3139 218 110 269 223 146 2921 105 2816 2730 108
is_linear=0
shrinkage=0.0995203


Tree=1049
num_leaves=16
num_cat=0
split_feature=0 0 0 2 2 5 1 2 20 1 6 6 0 1 5
split_gain=0.202735 1.19957 0.695201 0.729634 0.485103 0.45597 0.442957 1.44656 1.68372 1.22092 0.901557 0.891836 0.808199 0.634112 0.293389
threshold=0.048265000000000009 0.0083400000000000019 0.099665000000000017 -0.019910000000000001 0.42136500000000005 0.13648000000000002 0.066150000000000028 0.10003000000000002 -0.066104999999999983 0.081675000000000011 0.041585000000000011 -0.040424999999999996 -0.032274999999999991 0.058455000000000014 0.62720500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 5 6 -4 7 12 -9 -8 11 -11 13 -1 -7
right_child=2 -3 3 -5 -6 14 9 8 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.00011199663574209088 0.011096044898489451 -0.012244031971312188 0.011105322700281724 -0.010576642992201757 0.0096435041760300818 -0.0055338352705611004 0.016266888540179908 0.0021087109800932923 -0.018950405802961579 0.00075437739165268704 -0.010671979084836285 0.013957495396001704 0.012532992773538155 -0.0099981519042017832 0.0049527970633667
leaf_weight=2445 70 81 48 52 51 56 56 65 89 458 60 57 49 66 50
leaf_count=2445 70 81 48 52 51 56 56 65 89 458 60 57 49 66 50
internal_value=0 -0.000274868 0.00252731 -0.000380419 1.03752e-05 0.00305715 -0.000136253 -0.000688693 -0.0100565 0.00223856 0.000870893 0.00221728 -0.000124841 -0.000372174 -0.000579588
internal_weight=0 3477 276 206 3396 154 3345 2714 154 631 575 515 2560 2511 106
internal_count=3753 3477 276 206 3396 154 3345 2714 154 631 575 515 2560 2511 106
is_linear=0
shrinkage=0.0995203


Tree=1050
num_leaves=22
num_cat=0
split_feature=18 18 26 20 8 9 1 1 0 19 18 8 26 5 17 9 0 27 26 2 1
split_gain=0.286426 0.698257 0.458764 0.591207 1.253 0.474435 0.953528 0.444476 0.428083 0.298814 0.927844 0.605352 0.490483 0.917078 0.303022 0.605539 0.478147 0.662102 0.531511 0.433398 1.12011
threshold=0.09679500000000002 0.093865000000000018 -0.076124999999999998 -0.053499999999999999 -0.017214999999999998 0.093175000000000022 -0.072579999999999992 -0.0064949999999999999 -0.083514999999999992 0.077805000000000027 1.0000000180025095e-35 -0.086914999999999992 0.084355000000000027 -0.015214999999999999 -0.50029000000000001 0.098465000000000011 0.099665000000000017 -0.032854999999999995 0.26711000000000013 -0.16295499999999999 -0.043804999999999997
decision_type=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 7 5 8 -7 -4 -5 14 11 -11 -13 -14 15 19 17 -16 -19 -1 -21
right_child=2 -3 3 4 -6 6 -8 -9 -10 10 -12 12 13 -15 16 -17 -18 18 -20 20 -22
leaf_value=-0.0077005351967970688 0.0059778070388789486 0.011042692684471602 -0.0032046901354746602 -0.0016728545820574709 -0.01547360753619003 0.0088627667981432713 -0.0069457416338771904 0.007249620788957775 -0.013126053956836062 0.0087359801790789261 0.014076059925441101 -0.011163900206662244 -0.0089528928088738677 0.010304079193195013 0.0089476570664685957 0.012904340964940019 -0.0078088511648218457 -0.00027818275974923984 -0.0086827080321448761 0.012952134685946512 -0.0039994791347789851
leaf_weight=47 63 59 80 81 89 85 68 81 54 58 61 51 48 50 75 50 86 2332 77 67 91
leaf_count=47 63 59 80 81 89 85 68 81 54 58 61 51 48 50 75 50 86 2332 77 67 91
internal_value=0 0.000317731 -0.00205293 -0.00299485 -0.00515139 -0.00195869 0.00183141 0.00204985 -0.0062602 0.000112884 0.00328893 0.000106156 -0.00324761 0.00086374 -0.000188129 0.00308359 -0.000513073 -0.000260152 -0.000547161 0.000684283 0.00318368
internal_weight=0 3152 601 538 377 288 153 161 135 3093 268 207 149 98 2825 255 2570 2484 2409 205 158
internal_count=3753 3152 601 538 377 288 153 161 135 3093 268 207 149 98 2825 255 2570 2484 2409 205 158
is_linear=0
shrinkage=0.0995203


Tree=1051
num_leaves=19
num_cat=0
split_feature=0 0 0 2 17 5 1 1 6 6 8 2 3 4 0 1 4 1
split_gain=0.207139 0.841141 0.608035 0.625562 0.496466 0.253905 0.247756 1.07804 0.75945 0.758746 0.534994 0.491535 1.80153 0.810556 0.668425 0.53377 0.974557 0.548717
threshold=0.048750000000000009 0.032270000000000014 0.099665000000000017 -0.019910000000000001 -0.062765000000000001 0.62720500000000012 0.066150000000000028 0.081675000000000011 0.041585000000000011 -0.040424999999999996 0.10228000000000002 0.10003000000000002 0.10244500000000002 0.11805500000000003 -0.032274999999999991 -0.12118 0.079225000000000018 0.058455000000000014
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 -4 11 -8 9 10 -9 14 -13 -14 15 16 -1 -17
right_child=2 -3 3 -5 -6 -7 7 8 -10 -11 -12 12 13 -15 -16 17 -18 -19
leaf_value=0.0023909134946663605 0.011534206108436069 -0.01246957835374911 -0.0049056398540570593 -0.0093624336663053823 0.011920883437046632 0.0047704539117027515 0.014861527241547719 -0.0007315239921493015 -0.01000576282274517 0.012484902106477413 0.0097437746087895242 -0.022265012625047521 0.0073595746287964019 -0.0081347750707288884 0.010721289384140237 0.00016810346828112239 -0.017862406405750667 -0.0090325868966395478
leaf_weight=47 59 55 58 52 46 50 56 456 62 57 54 47 74 61 55 2351 47 66
leaf_count=47 59 55 58 52 46 50 56 456 62 57 54 47 74 61 55 2351 47 66
internal_value=0 -0.000259573 0.00262652 7.13163e-05 0.00326206 -0.000418387 -6.3718e-05 0.00162937 0.000450005 0.00159476 0.000376021 -0.000486055 -0.0054839 0.00035236 -0.000131252 -0.000369288 -0.00772704 -8.27974e-05
internal_weight=0 3488 265 206 154 108 3433 685 629 567 510 2748 182 135 2566 2511 94 2417
internal_count=3753 3488 265 206 154 108 3433 685 629 567 510 2748 182 135 2566 2511 94 2417
is_linear=0
shrinkage=0.0995203


Tree=1052
num_leaves=19
num_cat=0
split_feature=0 4 18 3 9 5 0 17 0 17 17 17 0 18 17 17 17 18
split_gain=0.229666 0.560921 0.572763 0.61216 0.464401 0.968489 0.525388 0.494998 0.427969 0.355508 1.07436 1.02589 0.916958 0.558614 0.557115 0.54884 0.633679 0.521263
threshold=0.048265000000000009 0.10755500000000003 0.09365500000000003 0.10684000000000003 -0.095314999999999997 -0.43873000000000001 0.0083400000000000019 -0.0069749999999999994 0.12084000000000002 -0.062765000000000001 -0.040589999999999994 -0.07496499999999999 -0.092724999999999988 0.089505000000000015 -0.031185000000000001 -0.083000000000000004 -0.087329999999999991 -0.089234999999999995
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 -1 9 -7 -2 11 13 15 -13 -11 -12 16 -6 -16
right_child=1 -3 -4 -5 6 7 -8 -9 -10 10 14 12 -14 -15 17 -17 -18 -19
leaf_value=-0.004339510890701349 -0.0051853053210009197 0.010979247522721513 0.010039428278393422 -0.0113296204051196 0.00021054591003717241 0.0041774784397733185 -0.0089462550927384716 0.017806182175378809 0.007417895607457153 -0.018683064947871655 0.0088487958713995406 0.020782055395928173 0.0034621461094727648 -0.0040883741128860049 0.0053664639998015256 -0.0078788769819837425 0.01182635230589615 -0.0011872496958300715
leaf_weight=68 48 65 47 52 921 54 69 52 60 48 62 46 89 57 129 78 49 1756
leaf_count=68 48 65 47 52 921 54 69 52 60 48 62 46 89 57 129 78 49 1756
internal_value=0 0.00291376 0.000377166 -0.00245601 -8.89e-05 0.00492195 -0.000353036 0.010871 0.00180889 -0.000169497 -0.00096186 0.00120422 0.00936981 -0.010768 -0.000432601 0.000151576 0.000798168 -0.000738312
internal_weight=0 272 207 160 3478 174 3304 106 108 3235 2052 1183 135 105 1947 1048 970 1885
internal_count=3750 272 207 160 3478 174 3304 106 108 3235 2052 1183 135 105 1947 1048 970 1885
is_linear=0
shrinkage=0.0995203


Tree=1053
num_leaves=22
num_cat=0
split_feature=1 26 1 26 1 19 8 4 9 4 9 2 9 8 8 6 9 2 9 2 1
split_gain=0.313218 0.921124 0.5353 1.09434 0.853898 0.830381 0.892519 0.562478 0.473827 0.513951 0.350436 0.28669 0.56212 0.627745 0.579192 1.28065 0.763558 0.336402 0.797868 0.719165 0.940621
threshold=-0.098224999999999993 0.10144500000000002 -0.15796999999999997 1.0000000180025095e-35 -0.14482999999999999 0.082490000000000022 -0.0073049999999999999 0.089610000000000009 -0.25326499999999996 0.14123000000000005 0.087215000000000015 -0.087245000000000003 0.083715000000000026 -0.087129999999999999 -0.020084999999999999 -0.10287 0.089435000000000028 -0.086050000000000001 0.084565000000000015 -0.085599999999999996 -0.088174999999999989
decision_type=2 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 -8 -2 11 -6 12 13 -10 15 -14 -16 18 -13 -19 -21
right_child=8 -3 4 -5 10 -7 7 -9 9 -11 -12 17 14 -15 16 -17 -18 19 -20 20 -22
leaf_value=-0.011798651649002281 -0.0094204361404877437 0.014401992305044997 0.015639680419755123 -0.013552998180958639 -0.0060914453188798817 0.013424581909326329 0.0098068856161313764 -0.0016839802157334351 -0.0038336983064336566 0.0079277074800443489 0.006063944017683654 0.012680692587935326 0.00445575547816954 0.011850423643429173 0.010451942043131424 -0.014039308468989114 -0.0039648664549876596 -0.010582836764838221 -0.0017379817691900285 -0.01010758538627326 0.00049535438203184381
leaf_weight=58 55 56 56 59 46 47 65 120 50 77 48 68 53 51 47 123 161 64 86 86 2274
leaf_count=58 55 56 56 59 46 47 65 120 50 77 48 68 53 51 47 123 161 64 86 86 2274
internal_value=0 0.00229833 0.000938364 -0.00119663 0.00591124 0.00131443 -0.00102449 0.00234893 -0.000262937 -0.000102274 0.000106853 -0.000304405 -0.00252428 0.0040779 -0.00426293 -0.00846512 -0.000703285 0.000112903 0.00462339 -0.000173316 0.000108629
internal_weight=0 555 499 349 150 290 243 185 3195 3140 94 3063 485 101 384 176 208 2578 154 2424 2360
internal_count=3750 555 499 349 150 290 243 185 3195 3140 94 3063 485 101 384 176 208 2578 154 2424 2360
is_linear=0
shrinkage=0.0995203


Tree=1054
num_leaves=11
num_cat=0
split_feature=1 4 0 0 3 11 3 27 0 18
split_gain=0.280698 0.795039 0.262129 0.551402 0.345291 0.310684 0.615744 0.251503 0.327763 0.165702
threshold=-0.50763499999999995 0.08167000000000002 0.12346000000000003 0.048750000000000009 0.10850000000000003 -0.37179999999999996 0.15537500000000004 -0.01137 -0.0083449999999999983 -0.018629999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -2 7 -7 -9 -3
right_child=2 9 4 -5 -6 6 -8 8 -10 -11
leaf_value=-0.0057686978712048233 -0.0073733751288264648 0.0056643171044173275 0.00072408394452738733 0.0093082703184784194 -0.010622535125052146 0.0058858101593687344 0.009782424189623537 -0.00043764612070243061 0.0058241841581111731 0.0141531686631908
leaf_weight=49 57 46 53 63 53 67 63 3168 85 46
leaf_count=49 57 46 53 63 53 67 63 3168 85 46
internal_value=0 0.00446056 -6.56104e-05 8.16994e-05 -0.0049415 -8.70377e-05 3.54875e-05 -0.000149223 -0.000273774 0.00991765
internal_weight=0 141 3609 3503 106 3440 3383 3320 3253 92
internal_count=3750 141 3609 3503 106 3440 3383 3320 3253 92
is_linear=0
shrinkage=0.0995203


Tree=1055
num_leaves=14
num_cat=0
split_feature=8 8 20 17 3 17 2 0 9 3 19 19 17
split_gain=0.189825 0.394669 0.361853 0.288917 1.50191 0.692405 0.6765 0.543595 0.883682 0.445218 0.41304 1.36412 0.453334
threshold=0.20353000000000004 0.11446000000000002 -0.044334999999999999 0.11639500000000001 0.084145000000000011 0.10178500000000003 0.040040000000000013 -0.08076499999999999 0.091690000000000021 0.094045000000000031 0.11338500000000003 0.10861000000000003 -0.56368999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 10 7 9 -9 -6 11 12 -1
right_child=2 -3 -4 4 6 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=0.0087313133779570971 0.0010217096381702846 0.008087498102194151 -0.010699507198102575 -0.018241205255423221 -0.0017553048293240607 0.011868127308314746 0.0076088875704416817 0.014018822444668781 -0.0016291926743130045 -0.010079777759274903 0.0082524993135108665 -0.016893463049568666 0.00019229125914456719
leaf_weight=63 60 62 46 51 179 52 88 47 149 99 63 46 2745
leaf_count=63 60 62 46 51 179 52 88 47 149 99 63 46 2745
internal_value=0 0.00021499 -0.00405714 7.84984e-05 -0.00188826 0.000484844 -0.000402812 -0.00189194 0.00211896 -0.00472272 0.000281638 0.0001054 0.000384164
internal_weight=0 3644 106 3582 613 2969 562 474 196 278 2917 2854 2808
internal_count=3750 3644 106 3582 613 2969 562 474 196 278 2917 2854 2808
is_linear=0
shrinkage=0.0995203


Tree=1056
num_leaves=8
num_cat=0
split_feature=4 9 2 25 30 4 4
split_gain=0.259322 0.492897 0.309199 0.35244 0.298669 0.310613 0.731179
threshold=0.15340500000000004 -0.26414499999999996 0.35004500000000011 0.096120000000000025 0.10721500000000002 0.13508000000000006 0.11874000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.0094610820235395913 -0.0068661850213910152 -0.00030335549598614088 -0.0084049203678654271 0.0082769980708380271 0.0075709975782582923 0.0057931350118015125 -0.008941987633454402
leaf_weight=52 58 3294 46 48 47 78 100
leaf_count=52 58 3294 46 48 47 78 100
internal_value=0 -0.000158654 -0.000297332 -0.000192547 -0.000308307 -0.000415204 -0.000558123
internal_weight=0 3665 3613 3567 3519 3472 3394
internal_count=3723 3665 3613 3567 3519 3472 3394
is_linear=0
shrinkage=0.0995203


Tree=1057
num_leaves=19
num_cat=0
split_feature=1 4 20 18 6 1 29 2 2 6 0 18 3 2 0 1 1 1
split_gain=0.295943 0.736748 0.493231 0.938664 0.439567 0.380789 0.346844 0.723474 1.0367 0.676894 1.20567 0.375559 0.312321 0.955872 1.76627 0.858547 0.682193 0.43832
threshold=-0.041095 0.14996500000000004 -0.066619999999999999 -0.092414999999999983 -0.48214499999999999 -0.035694999999999998 -1.0000000180025095e-35 0.14685000000000001 0.10003000000000002 0.082725000000000021 0.048265000000000009 -0.094939999999999997 0.11492500000000001 0.10003000000000002 -0.16969499999999998 0.26048500000000008 0.04735000000000001 0.061835000000000008
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 -4 8 9 10 -8 -11 13 14 -7 -15 -14 -18
right_child=1 -3 6 -5 5 12 7 -9 -10 11 -12 -13 16 15 -16 -17 17 -19
leaf_value=-0.0026002894619299175 0.0068190623503885123 -0.012335725009975642 0.0071448522041779672 0.013226771275961169 -0.0099969702404833667 0.014339327079595824 -0.012444126448984894 -0.012275968977007983 0.014209604922810044 0.00720423116576313 0.001056947772445903 0.00030140777966221219 0.0094724262462566444 -0.019420064634891203 -0.0017101959050595393 -0.0010054863892951904 -0.0093910494192528896 0.0010216481286413495
leaf_weight=67 73 56 68 83 46 72 115 47 51 84 152 1110 86 54 1195 47 47 270
leaf_count=67 73 56 68 83 46 72 115 47 51 84 152 1110 86 54 1195 47 47 270
internal_value=0 -0.00108519 0.000691114 0.00615189 -0.000751412 -0.00105602 0.000187158 -0.000115796 0.000261658 -0.000224671 -0.00475506 0.000787719 -0.00082332 -0.00154095 -0.000797501 -0.010859 0.00161066 -0.000519609
internal_weight=0 1946 1777 150 1890 1817 1627 1559 1512 1461 267 1194 1771 1368 1267 101 403 317
internal_count=3723 1946 1777 150 1890 1817 1627 1559 1512 1461 267 1194 1771 1368 1267 101 403 317
is_linear=0
shrinkage=0.0995203


Tree=1058
num_leaves=10
num_cat=0
split_feature=21 1 2 27 27 24 11 9 29
split_gain=0.257804 0.367053 0.6916 0.234503 0.330456 0.343276 0.43506 0.589177 0.409219
threshold=-0.08564999999999999 -0.0040349999999999995 -0.086050000000000001 0.11510000000000002 0.10673000000000003 -0.066709999999999992 -0.23394000000000001 -0.20504500000000001 0.0050600000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -7 -8 -9
right_child=3 -3 -4 -5 -6 6 7 8 -10
leaf_value=-0.0081430975364117312 -0.0067270939207182655 -0.0091447603868421816 0.0083282459612461345 0.0060886659438849963 -0.00842398756647042 0.008669972635926608 -0.0088660823942162161 4.552069228771341e-06 0.0075416262875503759
leaf_weight=51 74 76 50 61 47 58 73 3160 73
leaf_count=51 74 76 50 61 47 58 73 3160 73
internal_value=0 -0.00392027 2.92778e-06 -2.82371e-05 -0.00013554 -2.19924e-05 0.000125261 -2.43991e-05 0.00017499
internal_weight=0 177 101 3546 3485 3438 3364 3306 3233
internal_count=3723 177 101 3546 3485 3438 3364 3306 3233
is_linear=0
shrinkage=0.0995203


Tree=1059
num_leaves=17
num_cat=0
split_feature=1 4 9 11 6 19 19 2 2 5 26 10 22 4 3 3
split_gain=0.226563 0.591756 0.384531 0.37009 0.411217 0.479295 0.697845 0.553378 0.922232 0.517764 0.427799 0.248991 0.336796 0.359419 0.78249 0.457242
threshold=-0.041095 0.14996500000000004 -0.14392999999999997 -0.086319999999999994 -0.03764 0.093310000000000018 0.07882500000000002 -0.14264999999999997 -0.095204999999999998 0.41488500000000011 0.083970000000000031 0.087275000000000019 0.10976000000000002 0.12631500000000004 0.13775000000000004 0.14426500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 10 6 7 9 -9 -6 -5 12 13 15 -15 -4
right_child=1 -3 11 4 5 -7 -8 8 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=0.0094309930075593216 0.0067680859560630934 -0.01101719755828859 -0.0015784348096150919 -0.00045534370880629565 0.014825708470233396 0.0083793363535645451 -0.012156478302480216 -0.0098305190246389118 0.00018000569027107059 0.0012947487444073173 0.012588399416147705 0.0051388149557379257 -0.0087273010902272682 0.011179632767913157 -0.0050201713149879857 0.0083845219952533873
leaf_weight=46 67 56 1534 46 46 65 48 98 1302 72 54 65 56 70 51 47
leaf_count=46 67 56 1534 46 46 65 48 98 1302 72 54 65 56 70 51 47
internal_value=0 -0.00093427 -0.000635083 0.000619932 0.000385311 4.9943e-06 -0.000342077 3.09618e-05 -0.000520147 0.00657647 0.00658009 -0.000907618 -0.00113164 -0.000881247 0.00434485 -0.00128174
internal_weight=0 1946 1890 1777 1731 1631 1566 1518 1400 118 100 1823 1758 1702 121 1581
internal_count=3723 1946 1890 1777 1731 1631 1566 1518 1400 118 100 1823 1758 1702 121 1581
is_linear=0
shrinkage=0.0995203


Tree=1060
num_leaves=26
num_cat=0
split_feature=8 29 18 18 5 4 5 5 1 1 4 18 1 6 18 18 1 5 2 20 4 2 18 2 18
split_gain=0.377352 0.800596 0.7789 1.59415 1.41237 2.08579 3.52925 1.00199 1.03043 1.15123 1.06054 0.557801 0.514097 0.501433 0.383936 0.357964 0.353098 1.31439 0.348602 0.662476 0.74193 0.381126 1.27373 0.635972 0.229241
threshold=-0.0077949999999999998 1.0000000180025095e-35 -0.07657499999999999 -0.095364999999999991 -0.074569999999999984 0.078295000000000017 0.052820000000000013 -0.095169999999999991 0.11120500000000003 0.00039500000000000011 0.10404000000000002 -0.13579499999999997 -0.076090000000000005 -0.055679999999999993 0.23251500000000005 0.13881000000000002 -0.17548999999999998 0.13648000000000002 -0.087245000000000003 -0.087094999999999992 0.079225000000000018 -0.086050000000000001 -0.025879999999999997 -0.085599999999999996 -0.23451999999999998
decision_type=2 2 2 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 11 7 12 -7 8 9 -4 -10 13 -6 -2 15 16 17 -1 19 -18 -21 22 -20 -23 -15
right_child=1 -3 4 -5 5 6 -8 -9 10 -11 -12 -13 -14 24 -16 -17 18 -19 21 20 -22 23 -24 -25 -26
leaf_value=0.017273274211174347 0.0039732653476299892 -0.012953810706011768 -0.0028741161957157135 -0.017310344862661829 -0.010177443757298475 0.037431943867177311 0.0028958664686011388 -0.015054942587165819 -0.018248056921257014 0.018705278223767743 -0.00038279669716557107 0.0056170528998664478 0.0027625945869800494 -0.013334793605377903 0.0083870751561270773 -0.0067806226694409654 0.0064700773137327527 -0.0049883735469452616 -0.0020212667823862468 -0.0015503600318097399 -0.012825993080683648 -0.0099904468882099015 0.016337400158267072 0.00076375774427358168 -0.0036763069351328577
leaf_weight=53 46 59 51 78 49 47 78 58 46 47 116 84 80 50 61 67 67 52 90 224 78 56 64 1976 48
leaf_count=53 46 59 51 78 49 47 78 58 46 47 116 84 80 50 61 67 67 52 90 224 78 56 64 1976 48
internal_value=0 -0.0017307 -0.000975589 -0.00502878 0.0011913 0.00672564 0.015888 -0.00322664 -0.000584868 0.00746684 -0.00546071 -0.000823603 -0.00214627 -0.00458634 0.000577815 0.00040283 0.000584075 0.00624066 0.000351291 -0.00247754 -0.00446532 0.000829177 0.005603 0.000466979 -0.00861246
internal_weight=0 937 878 306 572 254 125 318 260 98 162 228 129 144 2788 2727 2660 105 2555 369 302 2186 154 2032 98
internal_count=3725 937 878 306 572 254 125 318 260 98 162 228 129 144 2788 2727 2660 105 2555 369 302 2186 154 2032 98
is_linear=0
shrinkage=0.0995203


Tree=1061
num_leaves=11
num_cat=0
split_feature=19 27 20 21 20 20 3 20 20 3
split_gain=0.300897 0.46669 0.230008 0.211393 0.426106 0.670622 1.56752 0.429021 0.512199 0.340124
threshold=-0.07525999999999998 -0.086859999999999993 0.27420500000000009 -0.092419999999999988 -0.14091999999999996 -0.15398499999999998 0.10174000000000002 -0.087094999999999992 -0.094259999999999997 0.096595000000000028
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 -6 -9
right_child=1 2 -4 4 7 -7 -8 9 -10 -11
leaf_value=-0.006118823196175736 -0.0078611085591313822 0.0053448159172522439 -0.0064836487399325066 0.01380160469384774 0.00059698534507825348 -0.013058007851581505 -0.010133755735644125 -0.00051574136809242656 0.011761392343717437 0.0016646513226019782
leaf_weight=78 71 83 49 47 94 60 64 2014 72 1093
leaf_count=78 71 83 49 47 94 60 64 2014 72 1093
internal_value=0 0.000128132 0.000286984 0.000381279 0.000261421 -0.00458109 0 0.000514671 0.00544431 0.000251027
internal_weight=0 3647 3576 3527 3444 171 111 3273 166 3107
internal_count=3725 3647 3576 3527 3444 171 111 3273 166 3107
is_linear=0
shrinkage=0.0995203


Tree=1062
num_leaves=18
num_cat=0
split_feature=0 1 5 0 3 4 1 5 12 3 6 3 3 6 5 5 3
split_gain=0.258747 1.54971 1.37686 0.540638 0.259603 1.12164 0.97455 0.820654 1.18733 0.350089 0.262492 0.498079 1.10821 1.03723 0.403172 0.922735 0.716903
threshold=-0.19631499999999999 0.0022300000000000006 -0.49053999999999998 -0.16969499999999998 0.083055000000000018 0.091430000000000025 -0.09225499999999999 -0.47386999999999996 -0.0088449999999999987 0.083725000000000022 -0.03764 0.10749000000000002 0.11492500000000001 -0.065394999999999995 0.054660000000000007 0.065520000000000023 0.10038500000000002
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 6 -5 -7 -9 -6 11 13 -13 -11 16 -16 -12
right_child=3 2 -4 4 9 7 -8 8 -10 10 14 12 -14 -15 15 -17 -18
leaf_value=-0.015650826644856966 0.010364377792969602 -0.0067663239786418155 0.01407858642234007 -0.0022992820679345665 0.0087435039874777173 0.01215268638394648 -0.021487577346623578 0.0081130739083255677 -0.010183075495965041 0.0017567043036391913 -0.00062215643431311608 -0.0095934113939996225 0.0015189590464831288 0.014446215693818546 -0.012577636019117147 -0.0011018553475726453 0.0055791825730612914
leaf_weight=68 51 67 59 58 48 54 48 62 81 632 1176 116 380 71 82 453 219
leaf_count=68 51 67 59 58 48 54 48 62 81 632 1176 116 380 71 82 453 219
internal_value=0 -0.00354105 0.00298789 0.000191986 4.26722e-05 -0.00274038 -0.0109961 0.0016976 -0.00224475 0.000308358 0.000178698 0.00133537 -0.00107825 0.00303946 -0.000539451 -0.00286229 0.0003508
internal_weight=0 194 126 3531 3480 303 106 197 143 3177 3129 1199 496 703 1930 535 1395
internal_count=3725 194 126 3531 3480 303 106 197 143 3177 3129 1199 496 703 1930 535 1395
is_linear=0
shrinkage=0.0995203


Tree=1063
num_leaves=21
num_cat=0
split_feature=8 3 3 18 17 26 18 20 20 18 5 2 0 0 0 2 9 26 0 26
split_gain=0.276403 0.616861 0.953717 0.636678 1.46234 1.15291 1.03303 0.836563 0.479873 1.7875 1.00326 0.478533 0.372236 0.787633 0.529862 0.496583 0.323251 0.367961 0.870011 0.837648
threshold=-0.0077949999999999998 1.0000000180025095e-35 0.08511500000000001 -0.07657499999999999 -0.40451500000000001 -0.091484999999999997 -0.018864999999999996 -0.022974999999999999 -0.071149999999999991 0.0020050000000000003 -0.42170999999999997 -0.112555 0.061855000000000014 0.0083400000000000019 0.13167000000000004 0.41061500000000012 0.12652000000000005 -0.0026699999999999996 -0.117355 -0.076124999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 -3 4 11 -6 -5 -7 9 -8 -10 -4 13 15 -14 16 17 19 -19 -1
right_child=1 2 3 6 5 7 8 -9 10 -11 -12 -13 14 -15 -16 -17 -18 18 -20 -21
leaf_value=0.00023074042398187725 -0.012125250458799834 0.0097145621802108752 -0.0061853015186261445 0.012041884571347033 -5.9218712283445267e-05 -0.0086259466885422499 -0.011007867780814 -0.026740139531464428 0.0044049805552034476 0.012173158887271409 -0.0075159966526340168 0.0062483965253662963 0.014293567955547799 -0.011509203448366713 -0.00049130642710158961 0.0087340219083523168 -0.0075471171663562221 -0.0072876361021257264 0.00053938778563878678 0.011448096980514452
leaf_weight=216 51 77 47 64 51 47 53 55 104 87 213 88 46 55 50 71 51 151 2053 95
leaf_count=216 51 77 47 64 51 47 53 55 104 87 213 88 46 55 50 71 51 151 2053 95
internal_value=0 -0.00148094 -0.000867311 -0.0018755 -0.00563068 -0.0122927 0.000198732 -0.0184014 -0.00145804 0.00339164 -0.00360243 0.00191356 0.000494794 0.00027732 0.00658459 0.000523463 0.000295961 0.000455331 2.77274e-06 0.0036599
internal_weight=0 937 886 809 288 153 521 102 457 140 317 135 2788 2692 96 2637 2566 2515 2204 311
internal_count=3725 937 886 809 288 153 521 102 457 140 317 135 2788 2692 96 2637 2566 2515 2204 311
is_linear=0
shrinkage=0.0995203


Tree=1064
num_leaves=13
num_cat=0
split_feature=11 10 4 10 18 5 3 21 5 5 5 9
split_gain=0.197827 0.224596 0.365172 0.344319 0.343386 0.832869 1.39289 0.415508 0.33819 0.54346 0.78411 0.230756
threshold=0.099835000000000021 0.087275000000000019 0.10724500000000002 0.078430000000000014 -0.15202999999999997 0.5124350000000002 0.096595000000000028 0.11552500000000003 0.40898000000000007 0.27608500000000008 0.26245000000000007 0.092465000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -7 9 10 -6 -5
right_child=-2 2 -4 11 8 7 -8 -9 -10 -11 -12 -13
leaf_value=0.0026137995537581006 0.006320004372565126 -0.0010159990396240986 0.0096879255129088578 -0.010383382566300579 -0.00017813873582593005 -0.0053707078400852103 -0.018695367047886349 0.006262346240009431 0.0081727735913663929 -0.0097933534512457902 0.0090991915409497724 -0.00084971452685073665
leaf_weight=53 46 69 58 56 3028 49 71 80 50 56 93 46
leaf_count=53 46 69 58 56 3028 49 71 80 50 56 93 46
internal_value=0 -0.00024631 0.00386596 -0.00039234 -0.000225048 -0.00375573 -0.00958082 0.00183724 5.15071e-05 -7.60488e-05 9.80463e-05 -0.00609191
internal_weight=0 3709 127 3582 3480 253 124 129 3227 3177 3121 102
internal_count=3755 3709 127 3582 3480 253 124 129 3227 3177 3121 102
is_linear=0
shrinkage=0.0995203


Tree=1065
num_leaves=13
num_cat=0
split_feature=28 26 17 3 17 9 26 9 6 19 19 22
split_gain=0.253444 0.30659 0.245038 1.60563 0.91012 0.516543 0.767228 1.58099 0.477318 0.360339 0.955294 0.549793
threshold=0.088260000000000019 -0.396395 0.11639500000000001 0.083875000000000019 0.10178500000000003 0.10153500000000003 0.085465000000000027 0.084235000000000018 0.11642500000000001 0.11338500000000003 0.10861000000000003 0.080525000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 9 6 7 -5 -8 10 11 -3
right_child=-2 2 3 5 -6 -7 8 -9 -10 -11 -12 -13
leaf_value=0.0070126826042362202 -0.0064594280899059808 -0.00037049199751324955 -0.01964673954148901 -0.000324169182447106 0.013262184488566978 -0.008582830325862878 -0.004187748674211492 0.020952231537888864 0.0045255207846816095 0.0074270555246440072 -0.014253728113182096 0.0045787124529667609
leaf_weight=60 62 2610 47 112 52 69 258 50 82 63 47 243
leaf_count=60 62 2610 47 112 52 69 258 50 82 63 47 243
internal_value=0 -4.30051e-05 -0.000159757 -0.00196517 0.000210035 -0.00050833 0.000599882 0.00623757 -0.00208391 -1.8751e-05 -0.000180787 5.07622e-05
internal_weight=0 3693 3633 618 3015 571 502 162 340 2963 2900 2853
internal_count=3755 3693 3633 618 3015 571 502 162 340 2963 2900 2853
is_linear=0
shrinkage=0.0995203


Tree=1066
num_leaves=11
num_cat=0
split_feature=28 26 26 9 9 1 5 12 0 9
split_gain=0.205508 0.248604 0.217222 0.393018 0.292 0.841121 0.948223 0.251611 0.396583 0.323225
threshold=0.088260000000000019 -0.396395 0.15583500000000003 0.11640000000000002 0.11582000000000002 -0.052259999999999994 -0.338115 -0.01397 0.14315500000000003 -0.073629999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 7 -6 -7 -3 9 -9
right_child=-2 2 3 -5 5 6 -8 8 -10 -11
leaf_value=0.0063147786929517915 -0.0058165845243491731 0.0064121786310971556 -0.0011545107953799248 0.010961837825237936 0.0054182357453272292 -3.5202545016410196e-05 -0.019635099989445959 -0.0034992845793694965 0.0082587947020792904 -2.8928982298282169e-05
leaf_weight=60 62 58 59 48 54 48 50 292 54 2970
leaf_count=60 62 58 59 48 54 48 50 292 54 2970
internal_value=0 -3.87032e-05 -0.000143858 0.00427321 -0.000278131 -0.00454513 -0.0100435 -8.56579e-05 -0.000199558 -0.000339831
internal_weight=0 3693 3633 107 3526 152 98 3374 3316 3262
internal_count=3755 3693 3633 107 3526 152 98 3374 3316 3262
is_linear=0
shrinkage=0.0995203


Tree=1067
num_leaves=10
num_cat=0
split_feature=12 9 3 28 10 8 4 26 2
split_gain=0.176773 0.293115 0.587964 0.238864 0.382749 0.325733 0.276892 1.17263 0.63168
threshold=0.097490000000000021 -0.25326499999999996 0.31293500000000007 0.088260000000000019 0.087405000000000024 0.097995000000000013 0.076855000000000021 1.0000000180025095e-35 -0.13535499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 8 -8 -3
right_child=-2 2 -4 -5 5 -7 7 -9 -10
leaf_value=-0.0065380842240611485 0.0054281302713916043 -0.011105874079872265 0.010746316482975495 -0.0067376947536466622 0.010416363560697289 -0.00042512334818261036 -0.00044020958428518924 -0.011408093612396676 0.00041909281450601589
leaf_weight=71 56 48 49 55 62 49 743 111 2511
leaf_count=71 56 48 49 55 62 49 743 111 2511
internal_value=0 -0.000205184 -8.10235e-05 -0.000229489 -0.000127682 0.00562311 -0.000314953 -0.00186674 0.000202595
internal_weight=0 3699 3628 3579 3524 111 3413 854 2559
internal_count=3755 3699 3628 3579 3524 111 3413 854 2559
is_linear=0
shrinkage=0.0995203


Tree=1068
num_leaves=23
num_cat=0
split_feature=8 9 3 17 21 17 9 9 3 5 5 6 20 21 26 20 2 4 8 9 26 4
split_gain=0.291767 0.666929 0.576378 0.863393 0.728092 0.772136 0.629975 0.515894 0.511415 1.03632 0.874253 0.470823 0.535908 0.39157 0.585673 0.710124 0.926616 0.582872 0.506685 0.757207 0.39473 0.129818
threshold=-0.098504999999999995 0.09833500000000002 0.11387500000000002 0.084010000000000015 0.086285000000000014 -0.015464999999999998 -0.084134999999999988 -0.096659999999999982 0.12212000000000002 -0.46834999999999999 -0.080724999999999991 0.041585000000000011 -0.0033999999999999998 0.10841000000000002 0.094025000000000011 -0.009049999999999999 -0.081134999999999999 0.11995000000000003 -0.092844999999999997 0.088035000000000016 0.085570000000000021 0.11874000000000003
decision_type=2 2 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 -4 -2 13 -10 -11 12 -12 17 15 16 -15 18 19 -9 -20 -8
right_child=7 -3 6 -5 -6 -7 21 8 9 10 11 -13 -14 14 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=0.0086325871289957695 -0.0093533948187786951 -0.0072707073314111264 0.0058863359278307163 -0.00109363886195503 0.0026389527389540797 0.025863155634885743 -0.0023773063134498165 -0.011984275340905896 -0.0096513923365805134 0.016034752613481435 0.012264450710713628 -0.0046469447614688715 -0.00093472725950973672 -0.0029256795487917048 0.0028405182938150775 0.00080879685834516488 -0.021921713169836765 -0.0098865966776993438 0.0019915742024563558 0.0041431362669452415 -0.0005383299733874667 -0.0098429205311382755
leaf_weight=59 58 60 82 87 63 46 47 77 46 70 68 56 55 50 81 63 52 57 1109 46 1359 46
leaf_count=59 58 60 82 87 63 46 47 77 46 70 68 56 55 50 81 63 52 57 1109 46 1359 46
internal_value=0 0.00255357 0.0039263 0.00694492 0.0111126 0.016189 -0.000467591 -5.14862e-05 0.000117436 0.004065 0.00660224 0.00290898 0.00635573 -0.000284677 -0.00408276 -0.00748642 -0.012618 6.78574e-05 0.000287164 -0.00594623 0.000598155 -0.00607878
internal_weight=0 490 430 255 168 105 175 3247 3189 295 249 179 123 2894 246 165 102 2648 2591 123 2468 93
internal_count=3737 490 430 255 168 105 175 3247 3189 295 249 179 123 2894 246 165 102 2648 2591 123 2468 93
is_linear=0
shrinkage=0.0995203


Tree=1069
num_leaves=20
num_cat=0
split_feature=8 2 0 7 5 5 8 17 5 21 2 0 21 5 17 0 3 1 2
split_gain=0.236564 0.47624 1.34035 0.468276 0.466521 0.845268 0.69707 0.685827 0.718611 0.603753 0.579575 0.445182 1.19697 1.0095 0.847463 0.784603 0.393827 0.620859 0.543982
threshold=-0.098504999999999995 0.11392500000000001 -0.229625 0.093110000000000012 -0.25464999999999999 -0.47386999999999996 -0.14546000000000001 -0.092649999999999996 -0.075744999999999993 1.0000000180025095e-35 -0.08040499999999999 -0.13417999999999999 0.083750000000000019 -0.072054999999999994 -0.052269999999999997 -0.10806499999999999 0.12212000000000002 0.10055500000000002 -0.06454
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 11 5 9 7 -6 -9 -1 -8 12 13 -2 -14 -13 17 -17 -18
right_child=1 2 -4 -5 6 -7 10 8 -10 -11 -12 15 14 -15 -16 16 18 -19 -20
leaf_value=0.010422271058220559 -0.0070722964840642241 0.0043035481632714683 -0.015901991889104294 0.0099533062762703454 0.010107381129837029 -0.010499078167245192 0.018269022275008529 0.005643094377575689 -0.0082803883113064872 -0.0046888898422548248 0.003361715706282571 0.0098734832939645547 -0.018287402664799127 0.012035202871504863 -0.0023825924297288105 0.00011838087653942638 0.010195382882519815 -0.0068197292020854396 0.00027058439279563454
leaf_weight=59 49 64 66 48 62 68 55 64 86 47 49 84 67 62 66 2373 88 135 145
leaf_count=59 49 64 66 48 62 68 55 64 86 47 49 84 67 62 66 2373 88 135 145
internal_value=0 -4.64126e-05 -0.00594835 0.000199476 0.00229927 -0.00183564 0.00457867 0.00130048 -0.00233424 0.00371432 0.0112533 4.66563e-05 -0.0040315 0.00359299 -0.0104009 0.000399183 0.000108538 -0.000254756 0.00402252
internal_weight=0 3247 130 3117 490 174 316 212 150 106 104 3069 244 111 133 2825 2741 2508 233
internal_count=3737 3247 130 3117 490 174 316 212 150 106 104 3069 244 111 133 2825 2741 2508 233
is_linear=0
shrinkage=0.0995203


Tree=1070
num_leaves=15
num_cat=0
split_feature=21 22 8 9 10 18 9 9 4 4 9 3 0 3
split_gain=0.220387 0.407016 0.331107 0.596506 0.618608 0.39472 0.529818 2.26472 0.662598 0.48155 0.347424 0.291131 0.694386 0.511961
threshold=0.20153000000000004 0.11738500000000003 -0.11550499999999998 -0.096659999999999982 0.09056500000000002 -0.089234999999999995 -0.14392999999999997 -0.46256000000000003 0.10459000000000003 0.13108000000000006 0.085525000000000032 0.11926500000000002 -0.030209999999999997 0.11360500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 11 -1 7 -7 10 -10 -8 13 -13 -5
right_child=-2 -3 3 4 -6 6 8 -9 9 -11 -12 12 -14 -15
leaf_value=0.011763764231340746 0.0067982735895004004 -0.0072109611434313424 -0.010299832322955841 -2.4160036236841773e-05 0.011025994581373303 -0.0072745166879162855 -0.0017320426451395371 0.023611005562292849 -0.01296225176398995 0.00066335512522312291 0.0090403941069912199 0.0055755021562601467 -0.0063971346530078271 -0.006216632768577179
leaf_weight=46 50 73 55 2721 51 47 53 47 55 48 67 224 61 139
leaf_count=46 50 73 55 2721 51 47 53 47 55 48 67 224 61 139
internal_value=0 0.000145807 0.000294634 -2.3423e-05 0.000153168 0.00314538 0.00189218 0.00815954 -0.000745992 -0.00660451 0.00427575 -2.28881e-05 0.00301006 -0.000325409
internal_weight=0 3687 3614 3251 3196 363 317 94 223 103 120 3145 285 2860
internal_count=3737 3687 3614 3251 3196 363 317 94 223 103 120 3145 285 2860
is_linear=0
shrinkage=0.0995203


Tree=1071
num_leaves=10
num_cat=0
split_feature=35 4 11 12 3 1 27 27 27
split_gain=0.19227 0.265622 0.311523 0.354565 0.362842 0.289878 0.232063 0.581102 0.313534
threshold=0.004000000000000001 0.15615500000000004 -0.15511999999999998 0.081895000000000023 1.0000000180025095e-35 -0.013384999999999999 0.087140000000000009 0.093000000000000013 0.081990000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 8 -8 -6
right_child=-2 -3 3 -5 6 -7 7 -9 -10
leaf_value=-0.0071704709142414239 -0.0061819901194890706 0.0076469132392104093 -0.011578288120647377 0.0076509541858209174 0.00026807474485843126 -0.00038660767065041397 0.012569970920690657 0.00032825467519236978 -0.0074495376798735012
leaf_weight=56 46 48 46 64 3185 46 53 140 53
leaf_count=56 46 48 46 64 3185 46 53 140 53
internal_value=0 0.000291503 0.000194364 0.000309571 0.000175973 -0.00599135 0.000341584 0.00369421 0.000141499
internal_weight=0 3691 3643 3587 3523 92 3431 193 3238
internal_count=3737 3691 3643 3587 3523 92 3431 193 3238
is_linear=0
shrinkage=0.0995203


Tree=1072
num_leaves=17
num_cat=0
split_feature=1 1 7 3 4 8 1 12 3 0 1 21 4 3 3 1
split_gain=0.459176 0.81457 0.444602 0.476517 0.457985 0.357378 0.309168 0.254528 0.262708 0.263345 0.745216 1.75915 1.16762 0.357565 0.502169 0.205239
threshold=0.36766000000000004 0.41696500000000009 0.057265000000000017 0.11275500000000002 0.11670500000000002 -0.092299999999999993 0.25544500000000009 -0.0099550000000000003 0.014805000000000004 -0.085794999999999996 -0.0088199999999999997 -1.0000000180025095e-35 0.087965000000000029 0.084235000000000018 0.084735000000000019 0.26846000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -5 -6 7 -1 -9 10 12 -12 -10 -11 -15 -8
right_child=1 2 -4 4 5 -7 15 8 9 13 11 -13 -14 14 -16 -17
leaf_value=0.0075624685108564953 -0.012360299813923786 0.00696381998211245 -0.009363567583031555 -0.010662863125164167 0.0077827842185182296 -0.004150644458222036 0.010398894602772256 -0.0056363687765279497 0.0020493116984034799 -0.0082351109085755467 -0.014692584453629833 0.001044079527930884 0.014358803327995238 0.0092242342958365614 -0.00051236589383424293 0.0015955372884512984
leaf_weight=46 78 84 50 46 46 54 49 77 504 57 81 535 90 54 1839 57
leaf_count=46 78 84 50 46 46 54 49 77 504 57 81 535 90 54 1839 57
internal_value=0 -0.00336525 -0.000856558 0.000989234 -0.00244259 0.00133055 0.000382443 0.000211382 0.000106665 0.000246866 0.00140037 -0.00102386 0.00391577 -0.000468479 -0.000234186 0.00567274
internal_weight=0 358 280 230 146 100 3389 3283 3237 3160 1210 616 594 1950 1893 106
internal_count=3747 358 280 230 146 100 3389 3283 3237 3160 1210 616 594 1950 1893 106
is_linear=0
shrinkage=0.0995203


Tree=1073
num_leaves=15
num_cat=0
split_feature=6 5 12 4 27 3 4 2 6 8 4 3 0 3
split_gain=0.313818 0.813836 0.634834 0.476988 0.429947 0.887723 0.770184 0.515914 0.423067 0.425734 0.403441 1.78313 1.02644 0.339027
threshold=-0.25061999999999995 -0.41880499999999998 -0.010699999999999999 0.13440000000000005 0.085600000000000023 0.014805000000000004 0.11037000000000002 -0.012154999999999999 -0.46637499999999998 -0.012329999999999999 0.093595000000000025 0.10486500000000003 -0.23058999999999999 0.11978500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 4 5 -4 7 -6 9 13 12 -12 -7 -1
right_child=2 -3 3 -5 6 10 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.01226999612449426 0.011639372162024885 -0.012856124149704048 -0.011768474082146535 -0.0076300321715115412 0.0069056419557438709 0.015210969452673747 0.014709621223008363 -0.0058838736293687563 0.0073215001613401061 0.0049490376541882833 -0.019053655350914345 0.00051674907147385932 0.00037878261541881273 -0.0005342681866839494
leaf_weight=51 48 66 62 77 64 47 56 61 55 46 57 241 2769 47
leaf_count=51 48 66 62 77 64 47 56 61 55 46 57 241 2769 47
internal_value=0 -0.00327942 0.000273227 0.000114114 0.000291987 2.28579e-05 0.00500986 0.000657809 -9.91134e-05 -0.00293906 0.000257887 -0.00322384 0.000626628 -0.00664999
internal_weight=0 265 3482 3434 3357 3176 181 125 199 144 3114 298 2816 98
internal_count=3747 265 3482 3434 3357 3176 181 125 199 144 3114 298 2816 98
is_linear=0
shrinkage=0.0995203


Tree=1074
num_leaves=20
num_cat=0
split_feature=24 8 18 8 17 17 27 27 8 3 3 17 20 26 20 0 0 0 0
split_gain=0.337456 0.22623 0.765352 0.659451 1.0895 0.840628 0.642084 0.650217 0.44833 0.436701 0.768313 0.653212 0.518519 1.33267 0.794241 0.429453 0.375498 0.934859 0.831776
threshold=-0.070599999999999996 -0.082654999999999992 -0.14734 -0.084915000000000004 -0.011514999999999999 0.021725000000000005 0.085370000000000015 0.10549500000000002 -0.083674999999999986 1.0000000180025095e-35 0.084735000000000019 -0.0096999999999999986 -0.053499999999999999 0.095150000000000026 -0.016330000000000001 -0.16423499999999999 -0.085794999999999996 -0.086474999999999996 -0.081909999999999997
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 15 8 -6 9 -8 -5 -3 11 -11 13 -12 -14 -4 17 -17 -18
right_child=1 6 3 4 5 -7 7 -9 -10 10 12 -13 14 -15 -16 16 18 -19 -20
leaf_value=-0.007941447650820322 0.013157733388944423 -0.0071750019016045196 -0.0084405999783128075 0.003566711311027869 0.020439434513240217 0.0042946740242755001 -0.016407832063500258 -0.0016135615236153762 -0.008524617349386648 0.0015294458263430762 -0.0001790361302243969 0.017367192771759469 -0.011820738062284876 0.011340125719297276 -0.00088429436104456327 0.00046050770173827754 -0.0071318995616225867 0.013520965904842142 0.0014950234778080957
leaf_weight=52 50 83 61 75 59 70 49 74 51 59 538 46 70 122 1094 681 191 59 263
leaf_count=52 50 83 61 75 59 70 49 74 51 59 538 46 70 122 1094 681 191 59 263
internal_value=0 0.000131847 0.00104302 0.000641327 0.00525538 0.0116851 -0.000533545 -0.00751387 -0.0013209 -0.000106408 0.000197312 0.00847569 -0.000278791 0.00194902 -0.00154269 -0.000295536 0.0001199 0.00150292 -0.00213256
internal_weight=0 3695 1560 1510 255 129 2135 123 126 2012 1929 105 1824 660 1164 1255 1194 740 454
internal_count=3747 3695 1560 1510 255 129 2135 123 126 2012 1929 105 1824 660 1164 1255 1194 740 454
is_linear=0
shrinkage=0.0995203


Tree=1075
num_leaves=18
num_cat=0
split_feature=24 5 17 26 1 17 0 19 21 21 17 18 17 1 1 5 26
split_gain=0.273631 0.217463 0.232636 0.521879 0.572376 1.21002 0.654625 0.601321 0.308046 0.416815 0.400992 0.908849 0.887509 0.384624 0.409233 0.418181 0.299727
threshold=-0.070599999999999996 -0.54382499999999989 0.27568500000000007 -0.054024999999999997 -0.050379999999999994 0.41239500000000012 -0.096019999999999994 0.11644500000000003 0.11987500000000002 0.11707000000000002 0.12439000000000001 -0.013734999999999999 0.11012500000000003 -0.050379999999999994 0.056790000000000014 0.51100000000000012 0.096980000000000025
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 -5 -6 -8 9 10 12 -12 -3 -10 -15 -16 -7
right_child=1 2 3 4 6 16 7 -9 13 -11 11 -13 -14 14 15 -17 -18
leaf_value=-0.0071511131530060494 -0.0047974984821029139 0.00061438343170891582 0.0074804776114356679 -0.021330923761650467 -0.0083982820617072955 0.0038502453261384643 0.012322912501897503 -0.0010918533605993115 0.0042256008894594613 0.0099054500883737802 -0.0050922633866180133 0.010338545781699701 -0.012043858161016734 -0.011507569863941341 -0.0066556848612434405 0.0049881743196043098 -0.0074446075942644265
leaf_weight=52 87 2684 50 47 65 47 51 94 58 49 56 116 56 64 72 53 46
leaf_count=52 87 2684 50 47 65 47 51 94 58 49 56 116 56 64 72 53 46
internal_value=0 0.000118725 0.000237498 -0.00202519 -0.00338548 -0.0083146 -9.54946e-05 0.0036208 0.000519883 0.000801763 0.000648295 0.0053098 0.000355376 -0.00285594 -0.00503344 -0.00171214 -0.00172765
internal_weight=0 3695 3608 400 350 140 210 145 3208 2961 2912 172 2740 247 189 125 93
internal_count=3747 3695 3608 400 350 140 210 145 3208 2961 2912 172 2740 247 189 125 93
is_linear=0
shrinkage=0.0995203


Tree=1076
num_leaves=14
num_cat=0
split_feature=1 11 4 4 2 11 1 1 4 4 4 4 1
split_gain=0.417531 0.651363 0.967027 1.52329 1.08116 0.655594 0.552517 0.468127 0.476207 0.489859 0.688887 0.975972 0.319163
threshold=0.27998000000000006 -0.065469999999999987 0.10724500000000002 0.13300500000000004 -0.032624999999999994 -0.15511999999999998 0.26846000000000009 0.25544500000000009 0.13528000000000004 0.11995000000000003 0.11378500000000003 0.10947000000000003 0.50996500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 -3 4 -4 -2 7 8 9 10 11 -1 -5
right_child=1 2 3 12 -6 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.00032161050604476643 0.0043173009234681731 0.017416253418621967 -0.016637039746085318 0.0063913306171628206 0.002504155924451247 -0.012296792129787265 -0.011082943293285848 0.0095403245347455371 0.0082796890579721616 -0.0092151286051967065 0.011120306463420257 -0.014772794863217534 0.018089328007553768
leaf_weight=3067 47 55 46 46 80 47 47 48 62 63 51 47 47
leaf_count=3067 47 55 46 46 80 47 47 48 62 63 51 47 47
internal_value=0 0.00316229 0.00561591 0.00264862 -0.00447741 -0.00398104 -0.000367427 -0.000216304 -0.000358899 -0.000525074 -0.000351837 -0.000539987 0.012312
internal_weight=0 368 274 219 126 94 3385 3338 3290 3228 3165 3114 93
internal_count=3753 368 274 219 126 94 3385 3338 3290 3228 3165 3114 93
is_linear=0
shrinkage=0.0995203


Tree=1077
num_leaves=14
num_cat=0
split_feature=1 5 1 0 0 1 17 1 9 0 0 3 3
split_gain=0.338656 0.939461 0.448013 0.402618 0.525054 0.440408 0.849749 0.728446 0.284091 0.362812 0.808126 0.309929 0.272605
threshold=0.27998000000000006 -0.4345 0.26846000000000009 -0.23099 -0.22163999999999998 0.18123500000000006 0.048755000000000014 0.10924000000000002 -0.054184999999999997 -0.10148 -0.19631499999999999 0.13085500000000003 0.17152000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 -1 -5 7 -7 12 11 10 -10 -2 -6
right_child=1 -3 -4 4 5 6 -8 -9 9 -11 -12 -13 -14
leaf_value=0.0082490681782710386 -0.0091614422453302567 0.012093956237348867 -0.0099799664505349946 -0.0095609847965607703 -0.00030954909525023419 0.014890002927829519 -0.002923583614208811 -0.011947227283208541 -0.0017047584990863133 -0.003050669010438537 0.015415757395307914 0.0017702743659571637 0.0065784162005865215
leaf_weight=55 55 84 47 60 3006 54 52 53 60 71 50 48 58
leaf_count=55 55 84 47 60 3006 54 52 53 60 71 50 48 58
internal_value=0 0.00284802 -0.000330861 -0.000194753 -0.000336462 -0.000164482 0.00614354 -0.000379262 0.000110428 0.00248767 0.00606986 -0.0040591 -0.000178896
internal_weight=0 368 3385 3338 3283 3223 106 3117 284 181 110 103 3064
internal_count=3753 368 3385 3338 3283 3223 106 3117 284 181 110 103 3064
is_linear=0
shrinkage=0.0995203


Tree=1078
num_leaves=18
num_cat=0
split_feature=1 6 6 6 6 27 21 0 17 18 1 1 20 17 9 1 9
split_gain=0.278558 0.638344 1.36179 0.594886 0.677306 0.484404 0.583063 0.554598 0.732497 0.429495 0.4987 0.46761 0.415872 0.362957 0.361447 0.471774 0.39279
threshold=0.073820000000000011 0.041585000000000011 -0.040424999999999996 -0.052844999999999996 -0.09416999999999999 -0.038765000000000001 -0.091869999999999993 -0.22163999999999998 -0.060269999999999997 -0.227635 -0.51744999999999985 0.056790000000000014 -0.080044999999999991 -0.45380999999999999 -0.081559999999999994 0.27552000000000004 -0.25326499999999996
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 14 -1 -7 8 -8 11 -11 13 -12 -9 16 -16 -2
right_child=1 -3 -4 -5 -6 6 7 9 -10 10 12 -13 -14 -15 15 -17 -18
leaf_value=-0.0097619538304452164 -0.0016215241799502134 -0.0074024051965985507 0.01706571574338598 -0.0078243200383521973 0.013808473645402646 0.0093788725095895007 0.0007960539329892036 -0.015138075240398478 -0.016758480221083574 0.0075438998305008241 -0.0026427358777027341 0.0020289808447346361 0.00047269597823579399 -0.0030450812563425252 -0.0062238211244478323 0.0020741622477876576 0.0098798493910906525
leaf_weight=54 46 67 60 63 47 61 47 52 47 86 532 55 2097 47 100 211 81
leaf_count=54 46 67 60 63 47 61 47 52 47 86 532 55 2097 47 100 211 81
internal_value=0 0.00181359 0.00283052 0.00127042 0.00245349 -0.000418802 -0.000251689 -0.000450232 -0.00797251 -0.000203487 8.62186e-05 -0.00531627 -0.000157426 -0.00940523 0.00123316 -0.000591368 0.00570755
internal_weight=0 675 608 548 485 3078 3024 2963 94 2869 2715 154 2629 99 438 311 127
internal_count=3753 675 608 548 485 3078 3024 2963 94 2869 2715 154 2629 99 438 311 127
is_linear=0
shrinkage=0.0995203


Tree=1079
num_leaves=20
num_cat=0
split_feature=1 6 6 6 6 27 4 11 5 1 4 18 18 5 3 3 4 2 8
split_gain=0.22584 0.517637 1.10421 0.48239 0.554235 0.392784 0.332581 0.928843 0.523287 0.301842 0.712519 0.356627 1.03245 0.461323 0.513027 0.442476 0.546118 0.49085 0.351151
threshold=0.073820000000000011 0.041585000000000011 -0.040424999999999996 -0.052844999999999996 -0.096934999999999993 -0.038765000000000001 0.13364000000000004 -0.065469999999999987 -0.53715999999999997 -0.50388999999999995 0.089610000000000009 -0.16980499999999998 -0.1394 0.30714500000000006 0.11816500000000002 0.081685000000000021 0.083105000000000026 -0.22383 -0.066544999999999993
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 6 -1 8 -8 -2 10 -7 13 -13 -11 18 16 -14 -17 -15
right_child=1 -3 -4 -5 -6 9 7 -9 -10 11 -12 12 15 14 -16 17 -18 -19 -20
leaf_value=-0.0087904425225554944 0.0078413777168322082 -0.0066657161177307734 0.015367332127158875 -0.0070456417916033819 0.011918828265782427 0.01045142392063924 -0.0053167240761097245 0.011220648107948905 -0.0029407277519294278 -0.013022633371532619 -0.0028731862192510412 0.014155510431779031 -0.014872616770618146 0.0081567492227793033 -0.0097272330630152094 -0.0092818449339711912 -0.00068818514868007293 6.005935388295361e-05 -0.0036961403447266085
leaf_weight=54 55 67 60 63 52 82 54 89 235 48 77 49 46 51 53 57 65 2448 48
leaf_count=54 55 67 60 63 52 82 54 89 235 48 77 49 46 51 53 57 65 2448 48
internal_value=0 0.00163298 0.00254882 0.00114384 0.00220932 -0.000377096 0.00104139 0.00497004 -0.000893022 -0.000226587 0.00399348 -0.000461075 -0.000156583 -0.00451435 -0.00182213 -0.000424974 -0.0065738 -0.000152184 0.00240163
internal_weight=0 675 608 548 485 3078 433 143 290 3024 159 2865 2665 200 152 2616 111 2505 99
internal_count=3753 675 608 548 485 3078 433 143 290 3024 159 2865 2665 200 152 2616 111 2505 99
is_linear=0
shrinkage=0.0995203


Tree=1080
num_leaves=21
num_cat=0
split_feature=12 26 26 0 18 26 6 2 6 26 18 18 18 0 18 0 18 9 9 3
split_gain=0.407385 0.183897 0.54097 0.668726 0.588598 0.445587 0.390316 0.893589 0.76867 0.315381 0.485375 0.442105 0.584499 0.423026 1.71733 0.656635 0.57675 0.740837 0.406516 0.39426
threshold=0.097490000000000021 0.092050000000000021 0.090455000000000021 -0.083039999999999989 0.23251500000000005 0.090020000000000031 0.085845000000000019 -0.084474999999999995 0.041585000000000011 0.094025000000000011 -0.073454999999999993 -0.080814999999999984 -0.15202999999999997 -0.073464999999999989 0.089505000000000015 -0.064859999999999987 0.12044000000000003 0.091750000000000012 0.095415000000000014 0.11816500000000002
decision_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 8 -8 -1 10 -3 12 19 16 15 -15 17 -13 -16 -11
right_child=-2 9 3 -5 -6 -7 7 -9 -10 11 -12 13 -14 14 18 -17 -18 -19 -20 -21
leaf_value=0.00040179280757092126 0.0087624963542860587 -0.013859425018255645 -0.0011165935878309264 0.011692751114116733 -0.010146193273940535 -0.0082103672353995502 -0.0011083227778918609 0.006591219188500445 -0.0066218154549482046 0.0058461266418878433 -0.0011041787838381085 -0.0042953081827514792 0.01177322064851939 -0.021670133259040329 0.0099261997650683491 -0.0067064107952220535 -0.0087237896245444015 0.0054003982054828242 -0.0011263455030794613 -0.0071123177641888588
leaf_weight=1673 53 47 73 90 55 60 303 294 170 46 80 120 62 55 47 62 58 223 110 47
leaf_count=1673 53 47 73 90 55 60 303 294 170 46 80 120 62 55 47 62 58 223 110 47
internal_value=0 -2.52322e-05 0.000392275 0.00595103 3.7326e-05 0.000261691 0.000470356 0.00268204 -0.000245627 -0.00121186 -0.00583107 -0.00050408 0.00428763 -0.00160561 -0.00461986 -0.0137476 0.000451956 0.00200593 0.00217717 -0.000693962
internal_weight=0 3675 2718 163 2555 2500 2440 597 1843 957 127 830 155 675 274 117 401 343 157 93
internal_count=3728 3675 2718 163 2555 2500 2440 597 1843 957 127 830 155 675 274 117 401 343 157 93
is_linear=0
shrinkage=0.0995203


Tree=1081
num_leaves=18
num_cat=0
split_feature=3 5 5 2 10 0 5 3 21 5 2 21 2 0 21 9 0
split_gain=0.394811 1.002 1.7882 0.818808 1.00388 0.879762 1.4657 0.728965 0.242143 0.41411 0.728772 0.363629 0.689661 0.34051 0.411831 0.87497 0.434787
threshold=0.083955000000000016 0.066815000000000027 -0.0089549999999999994 -0.086554999999999993 0.076235000000000011 -0.067345000000000002 -0.084089999999999984 0.084290000000000018 0.13042000000000004 -0.073669999999999999 0.0040650000000000018 0.11729000000000002 -0.075899999999999995 -0.23099 0.10841000000000002 0.088610000000000008 -0.16969499999999998
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 -2 11 -10 -11 13 -13 -9 16 -16 -15
right_child=7 -3 -4 5 -6 -7 -8 8 9 10 -12 12 -14 14 15 -17 -18
leaf_value=0.017415706037306786 -0.010872564585734455 -0.0094783348932720203 0.019461482498168634 0.0014933127636808069 -0.0022168643299885697 0.0091644547064872028 -0.019935520817984952 -0.0068359673058449458 0.0042012292086354387 -0.0010860168468616773 -0.01661653657314649 -0.0011884458506255461 0.013866280727536016 0.0064901886860616381 -0.015725336194741191 0.00075276161616200305 0.00010362448497903987
leaf_weight=57 63 55 68 83 47 47 51 72 49 86 46 68 54 110 50 88 2634
leaf_count=57 63 55 68 83 47 47 51 72 49 86 46 68 54 110 50 88 2634
internal_value=0 0.00301112 0.00495939 0.00149637 0.00853543 -0.00254365 -0.00665633 -0.000269353 -6.4004e-05 -0.00360165 -0.00650437 0.000143894 0.00546841 -7.5731e-05 9.28737e-05 -0.00521163 0.000359944
internal_weight=0 408 353 285 104 181 134 3320 3257 181 132 3076 122 2954 2882 138 2744
internal_count=3728 408 353 285 104 181 134 3320 3257 181 132 3076 122 2954 2882 138 2744
is_linear=0
shrinkage=0.0995203


Tree=1082
num_leaves=16
num_cat=0
split_feature=3 3 26 2 1 11 3 17 0 9 3 4 2 0 5
split_gain=0.320139 0.968077 0.895656 0.87035 0.823583 1.32977 0.59109 0.412745 0.224119 0.398677 0.348231 0.799779 0.431921 0.437283 0.376832
threshold=0.083955000000000016 0.08345000000000001 0.089075000000000029 -0.080555000000000002 0.057265000000000017 -0.078454999999999983 0.084290000000000018 -0.065004999999999993 0.16362500000000005 -0.22988499999999998 0.13547000000000003 0.11785500000000003 0.25779000000000007 -0.030209999999999997 0.6362850000000001
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 -2 -1 9 -8 11 14 13 -12 -11
right_child=6 -3 -4 4 -6 -7 8 -9 -10 10 12 -13 -14 -15 -16
leaf_value=0.0026664695192755018 -0.0097905244280439077 0.014056314911737918 -0.012127720113242929 0.0034853058120301265 0.0059407135500472684 -0.019460738572000823 0.0076375045840504537 0.014380488634602949 -0.0069550698989869738 0.00011640320346622197 0.0010797957076059872 0.012190580222268774 -0.011537312886084512 -0.0096204380214409396 -0.008687500755139391
leaf_weight=54 63 63 47 51 77 49 67 67 46 2782 155 54 54 50 49
leaf_count=54 63 63 47 51 77 49 67 67 46 2782 155 54 54 50 49
internal_value=0 0.00271146 0.000637411 0.00265345 -0.00178957 -0.00775007 -0.000242547 0.00915951 -5.76093e-05 4.09472e-05 -0.000120678 0.000192873 -0.00361648 -0.00152603 -3.5689e-05
internal_weight=0 408 345 298 177 100 3320 121 3257 3211 3144 2885 259 205 2831
internal_count=3728 408 345 298 177 100 3320 121 3257 3211 3144 2885 259 205 2831
is_linear=0
shrinkage=0.0995203


Tree=1083
num_leaves=13
num_cat=0
split_feature=35 3 5 5 0 2 3 0 4 4 0 1
split_gain=0.368189 0.444781 0.953097 1.5497 0.82295 0.497283 0.494905 0.457555 0.351215 0.481943 0.254113 0.416086
threshold=0.004000000000000001 0.083955000000000016 0.066815000000000027 -0.0089549999999999994 -0.09937 -0.086934999999999998 0.084380000000000024 -0.087504999999999986 0.15028500000000003 0.13881500000000005 -0.23177499999999998 0.27998000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -3 -7 9 10 -8 -12
right_child=-2 6 -4 -5 5 7 8 -9 -10 -11 11 -13
leaf_value=-0.0081919480279928052 -0.0086798145445466952 -0.0080148467851523086 -0.0091770169963057372 0.019320322786326883 0.012860428391406258 0.0091295291118687633 -0.0054686409774843655 -0.0026486553095923845 0.0081203944315623635 -0.0096274436990401186 -7.3925468240143444e-05 0.0055186550151923404
leaf_weight=60 47 78 51 64 58 53 81 85 52 52 2909 138
leaf_count=60 47 78 51 64 58 53 81 85 52 52 2909 138
internal_value=0 0.000184508 0.00345222 0.00546756 0.00200117 0.00512569 -0.000181504 0.00186892 7.29004e-06 -0.00012512 3.25857e-05 0.000179096
internal_weight=0 3681 371 320 256 196 3310 138 3232 3180 3128 3047
internal_count=3728 3681 371 320 256 196 3310 138 3232 3180 3128 3047
is_linear=0
shrinkage=0.0995203


Tree=1084
num_leaves=10
num_cat=0
split_feature=21 21 21 0 6 4 3 4 3
split_gain=0.229656 0.374293 0.515059 0.277164 0.244143 0.801588 0.793123 0.828014 0.303474
threshold=-0.096850000000000006 -0.085914999999999991 -0.084574999999999997 -0.25289499999999993 -0.25061999999999995 0.13962500000000003 0.14823500000000003 0.11670500000000002 0.083875000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 8 7 -5 -6
right_child=1 2 3 4 5 -7 -8 -9 -10
leaf_value=-0.005089780422465176 0.0066797717435743628 -0.010390432771393187 0.0071062798197719101 -0.011453123932049714 -0.003075852651017166 0.013261021146961677 -0.013325189843021255 0.0037342301094961021 0.00033233612659541809
leaf_weight=86 84 47 55 47 284 46 57 146 2911
leaf_count=86 84 47 55 47 284 46 57 146 2911
internal_value=0 0.000112825 -4.0475e-05 9.64764e-05 -1.37272e-05 0.000217185 -0.00301054 3.15118e-05 2.91298e-05
internal_weight=0 3677 3593 3546 3491 3241 250 193 3195
internal_count=3763 3677 3593 3546 3491 3241 250 193 3195
is_linear=0
shrinkage=0.0995203


Tree=1085
num_leaves=9
num_cat=0
split_feature=21 21 21 27 19 20 18 21
split_gain=0.18622 0.3035 0.417644 0.23335 0.31244 0.397745 0.352538 0.383558
threshold=-0.096850000000000006 -0.085914999999999991 -0.084574999999999997 -0.089394999999999988 0.12633000000000003 -0.014534999999999999 0.24916000000000005 0.15544000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 -5
right_child=1 2 3 4 5 -7 -8 -9
leaf_value=-0.0045832441369094024 0.006014999298925394 -0.0093563750998479373 0.0059044170367179832 -0.00022218385860968507 -0.00049392854788763091 0.0098940178437444213 -0.0077822119112046124 0.0083132666039144442
leaf_weight=86 84 47 67 3220 76 70 60 53
leaf_count=86 84 47 67 3220 76 70 60 53
internal_value=0 0.000101596 -3.64242e-05 8.68751e-05 -2.49263e-05 0.00448099 -0.000222551 -8.37183e-05
internal_weight=0 3677 3593 3546 3479 146 3333 3273
internal_count=3763 3677 3593 3546 3479 146 3333 3273
is_linear=0
shrinkage=0.0995203


Tree=1086
num_leaves=8
num_cat=0
split_feature=19 21 21 27 21 20 0
split_gain=0.163289 0.168498 0.252472 0.318838 0.258169 0.231268 0.472368
threshold=0.14071500000000006 -0.096850000000000006 -0.085914999999999991 -0.089394999999999988 -0.084574999999999997 -0.23598 -0.25289499999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=-0.0044587301979512146 0.0058242745114350609 0.0054163853803493884 0.0068564302593399637 -0.0076385245143621126 -0.0059669290155730257 0.0093934145885551049 -0.00016584142320590228
leaf_weight=85 47 84 64 46 66 52 3319
leaf_count=85 47 84 64 46 66 52 3319
internal_value=0 -7.8677e-05 2.36326e-05 -0.000103848 -0.000231978 -0.000132612 -1.81403e-05
internal_weight=0 3716 3631 3547 3483 3437 3371
internal_count=3763 3716 3631 3547 3483 3437 3371
is_linear=0
shrinkage=0.0995203


Tree=1087
num_leaves=10
num_cat=0
split_feature=9 4 12 2 8 1 27 0 0
split_gain=0.179811 0.373046 0.232149 0.226612 0.394744 0.284029 0.850546 0.491992 0.202047
threshold=-0.25326499999999996 0.14831500000000003 -0.006685 0.31534000000000012 -0.42187000000000002 -0.14482999999999999 0.084480000000000013 -0.030209999999999997 -0.055729999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 6 -6 -7 -2
right_child=1 -3 3 -5 5 7 -8 -9 -10
leaf_value=-0.0045572394498918176 -0.0003155469112510541 0.0089090335661714259 0.0092728236923939247 -0.0062826342443698868 0.0045165601908933508 -3.270080866079836e-05 -0.0098085258288331933 -0.0085327587926654572 -0.0096121322921742403
leaf_weight=84 47 47 47 54 323 2999 47 69 46
leaf_count=84 47 47 47 54 323 2999 47 69 46
internal_value=0 9.94942e-05 -1.42806e-05 0.000114474 0.000213832 8.97503e-05 0.00269467 -0.000224136 -0.00492266
internal_weight=0 3679 3632 3539 3485 3438 370 3068 93
internal_count=3763 3679 3632 3539 3485 3438 370 3068 93
is_linear=0
shrinkage=0.0995203


Tree=1088
num_leaves=27
num_cat=0
split_feature=2 8 26 26 6 18 18 6 17 8 18 17 17 18 8 26 1 1 8 4 1 6 6 26 6 18
split_gain=0.297392 0.493511 0.622554 0.621643 0.608439 1.43797 1.19386 1.91405 1.0398 1.42649 0.980741 0.399818 0.93729 0.896278 0.478978 0.810066 0.758966 0.460123 0.761469 2.26644 0.640654 1.89401 0.917453 0.430559 0.32604 0.302423
threshold=-0.087245000000000003 0.11446000000000002 0.096685000000000021 -0.09071499999999999 -0.034094999999999993 -0.091594999999999996 -0.088385000000000005 -0.14809499999999998 -0.008454999999999999 -0.083294999999999994 -0.098315 -0.53166999999999998 -0.47367999999999999 -0.022504999999999997 0.0017700000000000003 -0.066534999999999997 0.054560000000000004 -0.053299999999999993 -0.0032949999999999998 0.085990000000000025 0.057265000000000017 -0.0048649999999999995 -0.013304999999999999 0.085075000000000026 0.049085000000000011 -0.110495
decision_type=2 2 2 2 2 2 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 10 -1 -8 9 -7 24 13 -13 25 17 16 -16 18 23 -20 21 -19 -22 -14 -6 -2
right_child=11 3 -4 -5 5 8 7 -9 -10 -11 -12 12 14 -15 15 -17 -18 20 19 -21 22 -23 -24 -25 -26 -27
leaf_value=0.0044582729754833184 0.0057607191529392985 -0.0023315029625096875 -0.012405869463730982 0.013272548037492062 0.0036943525390222393 -0.0020230154675739487 0.0021311848700153128 -0.023062198066411372 -0.0049027869190334892 0.015190048193415863 -0.019174614940886108 -0.012572060153510931 -0.0030253652271433631 0.01682618878801314 0.0098291733287790995 -0.011830542769424962 -0.0076176638940120738 -0.00029119666344053403 -0.0047927586075207779 0.025470957687295334 0.00064319965877579499 -0.014063977437589914 0.012874319219816303 0.0023587222957575978 -0.0076651343972069632 -0.0055316022659018926
leaf_weight=64 46 56 60 46 50 79 52 70 83 120 49 56 176 47 52 82 47 707 48 50 509 115 69 893 50 48
leaf_count=64 46 56 60 46 50 79 52 70 83 120 49 56 176 47 52 82 47 707 48 50 509 115 69 893 50 48
internal_value=0 -0.00175281 -0.00272587 0.0046976 -0.00178321 0.000267992 -0.00654068 -0.0123173 0.00444829 0.00835261 -0.00763823 0.000433776 0.000173447 0.00560502 0.000433478 -0.00451391 0.00153806 0.00078264 0.00224212 0.0106396 -0.000433356 -0.00221904 0.00210473 0.00147152 -0.00197721 0
internal_weight=0 779 677 102 617 431 186 122 282 199 149 2945 2804 141 2748 181 99 2567 1167 98 1400 822 578 1069 100 94
internal_count=3724 779 677 102 617 431 186 122 282 199 149 2945 2804 141 2748 181 99 2567 1167 98 1400 822 578 1069 100 94
is_linear=0
shrinkage=0.0995203


Tree=1089
num_leaves=26
num_cat=0
split_feature=8 3 3 20 20 21 1 4 26 17 5 5 20 6 8 1 21 3 20 2 6 21 2 17 17
split_gain=0.270514 0.538014 1.10392 0.490147 1.04362 0.613332 0.721722 0.446767 0.40405 0.731103 0.74569 1.51399 0.995648 1.27874 0.991175 0.399855 1.15838 0.905917 0.896742 0.953044 0.71824 0.969671 0.5147 0.570946 0.46245
threshold=-0.0077949999999999998 1.0000000180025095e-35 0.084895000000000012 0.12894000000000003 0.0057800000000000013 -0.076335 0.10924000000000002 0.14754500000000006 0.084645000000000012 0.16421000000000005 -0.025879999999999997 -0.068984999999999991 -0.089994999999999992 -0.011749999999999998 -0.092094999999999996 -0.064534999999999995 0.08846500000000003 0.099655000000000021 1.0000000180025095e-35 -0.082294999999999993 0.11642500000000001 -0.014264999999999998 -0.087245000000000003 -0.13530499999999998 -0.14867499999999997
decision_type=2 2 2 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 8 9 10 11 14 -12 -14 -1 17 20 22 19 -18 21 -17 24 -24 -10
right_child=1 2 3 -5 -6 6 -8 -9 15 -11 12 -13 13 -15 -16 16 18 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=-0.0046626896833505335 -0.011317732318570034 0.011284218070208973 0.0084730425568615188 0.0075387064490882588 -0.013606640269568012 -0.00069689134123270631 -0.0095896389936857111 -0.0080934117721155243 0.0006366322269107617 0.013598501370900214 -0.0067826697502544244 -0.016208323584236878 0.014872390089091546 0.0015492503266668948 0.0059432114497365556 -0.0018923715154860741 0.01737123101621248 0.011873827200126882 -0.0071134808931931194 0.0020339053269621231 0.0029571587636657739 -0.012621636399669863 0.010524119053826334 0.00059007140672467831 -0.010596142789996398
leaf_weight=156 52 68 58 51 76 531 109 59 71 55 58 57 129 160 198 159 46 73 90 316 80 176 62 760 74
leaf_count=156 52 68 58 51 76 531 109 59 71 55 58 57 129 160 198 159 46 73 90 316 80 176 62 760 74
internal_value=0 -0.00147588 -0.000901868 -0.00190729 -0.00253076 -0.00132362 -0.00221272 0.000473282 0.000659405 0.00251715 0.00171201 -0.0011545 0.00510958 0.00749909 0.00126711 -0.000132168 -0.00171087 0.00118314 0.0017734 0.00398511 -0.00550777 -0.00753168 0.000375237 0.00134035 -0.00509031
internal_weight=0 945 893 825 774 698 640 2779 2720 813 758 411 347 289 354 1907 867 1040 452 362 415 335 967 822 145
internal_count=3724 945 893 825 774 698 640 2779 2720 813 758 411 347 289 354 1907 867 1040 452 362 415 335 967 822 145
is_linear=0
shrinkage=0.0995203


Tree=1090
num_leaves=17
num_cat=0
split_feature=10 22 9 8 17 26 18 17 20 2 26 6 27 17 7 17
split_gain=0.248934 0.597989 0.343664 0.380907 0.280253 0.955877 0.60605 0.214631 0.5655 0.722846 0.573477 0.758356 0.383605 0.457233 0.440307 0.273942
threshold=0.078430000000000014 0.078345000000000012 0.09055500000000001 0.095985000000000015 -0.53166999999999998 0.090715000000000032 -0.034774999999999993 -0.16207999999999997 -0.081689999999999999 -0.0083149999999999995 0.085155000000000022 -0.070864999999999997 -0.079769999999999994 -0.14679499999999998 0.073820000000000011 0.27568500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 -1 8 -6 10 -10 -12 -9 -14 15 -15
right_child=1 -3 3 -5 7 -7 -8 12 9 -11 11 -13 13 14 -16 -17
leaf_value=0.0025034175755195239 -0.0070985334036972533 -0.012924579129812199 0.0085989736700448124 -0.0021604178153753618 -0.0090942919898095338 -0.0062194030736419312 0.017443593873741125 -0.0086122953999272986 0.0097670257463163546 -0.011262206239801517 -0.011666325189216578 0.0023665511811555582 0.0073928925199923754 0.00042340711893714344 0.0081911170653306397 -0.0025029892289408942
leaf_weight=56 57 49 54 82 90 57 52 47 67 50 49 172 91 2317 67 367
leaf_count=56 57 49 54 82 90 57 52 47 67 50 49 172 91 2317 67 367
internal_value=0 -0.00310558 -0.000608425 0.00210568 0.000195336 0.0041985 0.00970442 -3.54949e-06 -0.00208367 -0.000214511 0.00170065 -0.000741108 0.000304333 0.000452081 0.000222189 2.29577e-05
internal_weight=0 242 193 136 3482 165 108 3317 428 338 288 221 2889 2842 2751 2684
internal_count=3724 242 193 136 3482 165 108 3317 428 338 288 221 2889 2842 2751 2684
is_linear=0
shrinkage=0.0995203


Tree=1091
num_leaves=14
num_cat=0
split_feature=0 0 0 0 2 18 12 2 27 0 8 19 0
split_gain=0.226019 1.04301 0.444587 0.439652 0.58528 0.406282 0.359502 0.345788 0.311534 0.338026 0.934365 0.511803 0.155269
threshold=0.0083400000000000019 0.047575000000000013 -0.014889999999999999 0.099665000000000017 -0.019910000000000001 -0.046804999999999992 0.082870000000000013 0.41061500000000012 -0.032854999999999995 -0.066735000000000003 -0.073644999999999988 -0.050215000000000003 0.15834000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -3 5 -5 7 8 -1 11 -11 -10 -7
right_child=1 3 -4 4 -6 12 -8 -9 9 10 -12 -13 -14
leaf_value=0.0063270213852350699 -0.013590185762568504 0.0064678056926321991 0.0085814239869835118 -0.0057189501394771351 -0.011843874507335475 0.0088619353700352191 -0.0081341041212520306 0.0081040295998466415 -0.0095933814059497059 -0.012006663831425837 -3.6844191822186311e-05 0.00046831537914236395 0.00075178201013000143
leaf_weight=77 67 80 62 59 48 47 52 54 51 86 260 2734 47
leaf_count=77 67 80 62 59 48 47 52 54 51 86 260 2734 47
internal_value=0 -0.00243212 0.000231639 0.000225427 -0.00225503 0.000747888 7.51799e-05 0.000206296 7.30991e-05 -8.04409e-05 -0.00301437 0.000283768 0.00481557
internal_weight=0 348 3376 281 201 153 3314 3262 3208 3131 346 2785 94
internal_count=3724 348 3376 281 201 153 3314 3262 3208 3131 346 2785 94
is_linear=0
shrinkage=0.0995203


Tree=1092
num_leaves=12
num_cat=0
split_feature=22 22 21 23 9 19 19 17 4 20 22
split_gain=0.284832 0.508139 0.344444 0.345369 0.391503 0.832948 1.55574 0.480562 0.392968 0.257863 0.227192
threshold=0.10259500000000003 0.091785000000000019 0.15665000000000004 -0.065019999999999981 0.084055000000000032 0.10583000000000002 0.08487500000000002 -0.55380499999999999 0.10904000000000003 -0.0096699999999999998 0.12975500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -6 -9 -2 -11
right_child=9 -3 -4 4 7 -7 -8 8 -10 10 -12
leaf_value=-0.0069632087501432837 -0.0098006307079251814 0.010230118578321738 -0.0083306300310321095 0.0023454832482417472 -0.0079163247925078551 0.014614433559875737 -0.015840523173747848 0.00027810737500523871 -0.0067379267095271644 -0.0056036364970681631 0.0029815873264958325
leaf_weight=63 50 51 46 944 78 50 49 2210 82 61 61
leaf_count=63 50 51 46 944 78 50 49 2210 82 61 61
internal_value=0 0.000367062 0.000224008 0.000337453 0.000472454 0.00207926 0.00144726 -0.000234332 2.67401e-05 -0.00377894 -0.00130432
internal_weight=0 3573 3522 3476 3413 1043 993 2370 2292 172 122
internal_count=3745 3573 3522 3476 3413 1043 993 2370 2292 172 122
is_linear=0
shrinkage=0.0995203


Tree=1093
num_leaves=13
num_cat=0
split_feature=22 22 23 9 9 17 17 20 17 2 8 22
split_gain=0.230957 0.412032 0.271332 0.26552 0.532404 0.518774 0.666875 0.517145 0.901661 0.40622 0.215709 0.23783
threshold=0.10259500000000003 0.091785000000000019 -0.065019999999999981 0.084055000000000032 0.083875000000000019 -0.49091000000000001 0.011640000000000003 -0.23803499999999997 -0.56005499999999986 -0.021165 -0.087844999999999993 0.12975500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -5 -9 -10 -2 -12
right_child=10 -3 3 7 -6 6 -8 8 9 -11 11 -13
leaf_value=-0.0062702287754029433 -0.0082195695887868764 0.0092120153327158241 -0.0074228220514489674 0.0095526995740399853 0.011162216370468013 0.0032403495952421993 -0.0028298343083320676 -0.012735129551464729 2.5036586341549138e-05 -0.0092277903950848447 -0.0051678148297148452 0.004014800663442758
leaf_weight=63 60 51 66 52 55 707 240 58 2233 48 59 53
leaf_count=63 60 51 66 52 55 707 240 58 2233 48 59 53
internal_value=0 0.000330486 0.000201646 0.000319757 0.0016245 0.00110585 0.00170111 -0.000262696 -0.000481259 -0.000169316 -0.00340286 -0.000815161
internal_weight=0 3573 3522 3459 1068 1013 947 2391 2339 2281 172 112
internal_count=3745 3573 3522 3459 1068 1013 947 2391 2339 2281 172 112
is_linear=0
shrinkage=0.0995203


Tree=1094
num_leaves=10
num_cat=0
split_feature=2 5 2 23 17 2 0 12 2
split_gain=0.192204 0.299427 0.284024 0.358085 0.224338 0.255493 0.691212 0.265871 0.257068
threshold=-0.23128999999999997 0.62404000000000015 -0.16295499999999999 -0.066414999999999988 -0.55380499999999999 -0.14884499999999998 -0.15468499999999999 0.088665000000000022 -0.13088999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 -6 8 -7
right_child=2 -3 3 4 5 7 -8 -9 -10
leaf_value=0.010361774071404503 -0.0074277122507485464 -0.00029770408929856971 -0.0076307667940983927 -0.0054942535761112231 -0.0033646837423138647 0.0075584215660204172 0.013528313909221528 -0.0069123910317100161 0.00022132208326917891
leaf_weight=46 50 60 58 66 46 48 50 51 3270
leaf_count=46 50 60 58 66 46 48 50 51 3270
internal_value=0 0.00432039 2.10466e-05 0.000125047 0.000252675 0.000362377 0.00542523 0.000217867 0.000327711
internal_weight=0 106 3639 3589 3531 3465 96 3369 3318
internal_count=3745 106 3639 3589 3531 3465 96 3369 3318
is_linear=0
shrinkage=0.0995203


Tree=1095
num_leaves=11
num_cat=0
split_feature=22 22 12 7 4 11 2 2 22 8
split_gain=0.192001 0.382396 0.20407 0.217851 0.453653 0.289465 0.51502 0.265301 0.133409 0.189922
threshold=0.10170500000000003 0.091375000000000026 0.081895000000000023 0.077685000000000018 0.080950000000000008 -0.23394000000000001 0.41639000000000009 0.31326500000000007 0.13292500000000004 -0.082299999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7 9 -2
right_child=8 -3 -4 4 -6 6 -8 -9 -10 -11
leaf_value=0.0066732901511206352 -0.0013555522023039224 0.0091111522233250954 0.004872389951603778 -0.011371223125754948 0.00092458328496938444 0.00010496797123750406 -0.0095732277453149384 0.0069566018343867287 0.0014745357277036301 -0.0090144595089550576
leaf_weight=67 74 48 89 50 73 3129 54 57 47 57
leaf_count=67 74 48 89 50 73 3129 54 57 47 57
internal_value=0 0.000288056 0.000167474 4.51542e-05 -0.00406706 0.000198351 6.42027e-05 0.000227806 -0.00306085 -0.0046943
internal_weight=0 3567 3519 3430 123 3307 3240 3186 178 131
internal_count=3745 3567 3519 3430 123 3307 3240 3186 178 131
is_linear=0
shrinkage=0.0995203


Tree=1096
num_leaves=13
num_cat=0
split_feature=29 30 4 6 8 2 6 6 6 4 8 8
split_gain=0.270433 0.406379 0.492886 0.423993 0.415541 0.423228 0.316467 1.05048 0.763483 0.348142 0.281458 0.417201
threshold=0.12669500000000003 0.09116500000000001 0.13881500000000005 -0.090454999999999994 0.11446000000000002 -0.122295 -0.25061999999999995 -0.44590999999999997 -0.23020499999999999 0.11762500000000002 -0.44475499999999996 -0.16443499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 7 9 -8 -1 -10 -12
right_child=-2 2 -4 -5 5 -7 8 -9 10 -11 11 -13
leaf_value=-0.0063325633825991236 -0.0071650947228688719 0.014662618892981382 -0.0033594610004175655 0.0018459567171826429 0.011778146453229117 0.0001128543885464869 0.010958397148637699 -0.017129308275169015 0.0059585114298271622 0.0045906578613676609 -0.0068466604499987909 -0.00021524364074701442
leaf_weight=47 51 58 46 46 58 66 61 47 70 75 97 3017
leaf_count=47 51 58 46 46 58 66 61 47 70 75 97 3017
internal_value=0 0.000131737 0.00520541 0.00900159 -8.31398e-05 0.0055758 -0.000288918 -0.00448763 -6.99966e-05 0.000375821 -0.000281539 -0.000422073
internal_weight=0 3688 150 104 3538 124 3414 169 3245 122 3184 3114
internal_count=3739 3688 150 104 3538 124 3414 169 3245 122 3184 3114
is_linear=0
shrinkage=0.0995203


Tree=1097
num_leaves=27
num_cat=0
split_feature=9 9 9 21 21 9 1 1 21 3 17 4 3 3 2 3 8 21 21 21 3 8 17 2 19 9
split_gain=0.238617 1.18773 0.857448 0.516451 1.35529 0.674981 0.878146 1.7604 1.51366 1.80513 0.746463 0.485026 0.960731 1.39538 0.858348 0.807696 0.484353 0.367334 1.2645 0.816639 0.783821 0.542581 0.631136 0.369067 0.513236 0.323808
threshold=0.083760000000000015 0.083925000000000013 0.084055000000000032 0.086410000000000028 0.083050000000000027 -0.25326499999999996 0.05340000000000001 -0.020614999999999998 -0.035574999999999996 0.11523000000000001 -0.07496499999999999 0.11541000000000003 0.10920500000000002 0.087625000000000022 0.10924500000000002 0.14166500000000004 -0.0032949999999999998 0.085955000000000018 0.08241500000000003 0.088880000000000028 0.087385000000000032 -0.094139999999999988 -0.54604999999999992 -0.10165999999999999 0.10222500000000002 0.09310000000000003
decision_type=2 2 2 2 2 2 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 7 10 -8 -10 -7 12 13 -5 -14 -13 -15 18 23 20 -19 -21 -23 25 -25 -4
right_child=1 2 17 11 -6 6 8 -9 9 -11 -12 15 14 16 -16 -17 -18 19 -20 21 -22 22 -24 24 -26 -27
leaf_value=-0.0081070932836341415 -0.016176489795118609 0.013106775157917127 0.0080998468323619944 -0.013358494723121185 0.016195110844107647 -0.0011970142473748358 -0.004113967449032958 -0.01430245576057656 0.028748700325808611 0.0048882789750705992 0.0084492127658628499 0.012019684022869626 -0.0029111210437148291 -0.00086222266525743741 -0.02168087918304424 -0.0049003843925842418 0.010463356418657407 -0.00040086515273612012 -0.016722563605299303 0.0074438118169235998 0.016787605931608437 -0.012079769051805007 -6.9808774780105801e-05 -0.00098462378615161408 -0.0098475575414286708 0.00020634376263884623
leaf_weight=66 47 47 78 55 68 187 69 72 51 82 138 59 51 70 46 53 80 46 51 86 61 47 558 1351 68 152
leaf_count=66 47 47 78 55 68 187 69 72 51 82 138 59 51 70 46 53 80 46 51 86 61 47 558 1351 68 152
internal_value=0 -0.00049984 -0.000210008 0.00122416 0.00281162 0.00144185 0.00249535 -0.000220724 0.00783743 0.0140439 0.0028964 -0.00158451 -0.00366037 0.00019687 -0.0118207 0.00400556 0.00517263 -0.000460892 -0.00128798 0.00130004 0.00939052 4.60606e-05 -0.00100417 -0.000810121 -0.00140992 0.00288683
internal_weight=0 2592 2545 1147 733 665 599 397 202 133 325 414 302 205 97 112 150 2498 1700 798 107 691 605 1649 1419 230
internal_count=3739 2592 2545 1147 733 665 599 397 202 133 325 414 302 205 97 112 150 2498 1700 798 107 691 605 1649 1419 230
is_linear=0
shrinkage=0.0995203


Tree=1098
num_leaves=22
num_cat=0
split_feature=0 0 21 21 8 1 5 21 9 7 29 5 8 8 17 21 0 6 21 21 8
split_gain=0.210877 0.608345 0.587892 1.01617 1.56354 1.30899 0.517078 1.00125 0.321685 0.574515 0.374422 0.540617 0.525227 0.627798 0.337569 0.618051 0.847143 0.70995 0.593516 0.923121 0.332635
threshold=-0.142265 -0.13752999999999999 -0.0092899999999999996 0.085190000000000016 -0.11187999999999999 -0.01504 -0.50749999999999995 0.092595000000000025 -0.063329999999999984 0.057265000000000017 -0.079369999999999982 -0.010424999999999999 -0.073029999999999984 -0.11550499999999998 -0.46159 0.096415000000000015 -0.069824999999999984 0.041585000000000011 0.10900500000000002 0.13457500000000003 -0.15010999999999999
decision_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 -4 -6 -5 -8 10 14 11 -3 13 -12 15 17 -17 -10 20 -20 -16
right_child=1 8 3 6 5 -7 7 -9 9 -11 12 -13 -14 -15 18 16 -18 -19 19 -21 -22
leaf_value=-0.0055088945001781327 -0.010096105813206155 0.0050681118592295193 -0.0044234379910924838 -0.0095577658057729165 0.0036162433128389985 0.024546428574822574 -0.0070144451550176812 0.010205246383664957 -0.0036381329333487634 -0.011427037138705505 0.0071062223415133546 -0.0092808210631793869 0.012242531024290473 -0.0063999374997472779 -0.0061772414624971248 0.0014094145255087848 0.017300780210083695 0.0096136262055395248 -0.012065084905684207 0.0015339303579071015 6.157989295997681e-05
leaf_weight=83 61 53 57 54 52 69 64 70 174 46 87 51 72 56 88 82 56 52 108 91 2213
leaf_count=83 61 53 57 54 52 69 64 70 174 46 87 51 72 56 88 82 56 52 108 91 2213
internal_value=0 -0.000250075 0.00204913 0.00376535 0.00915513 0.0155584 -0.00133339 0.00197481 -6.38172e-05 -0.000392948 0.00293604 -0.00196051 0.00530841 0.00181137 -0.000215439 0.00261568 0.00786402 -0.000585432 -0.000627978 -0.00584233 -0.000176663
internal_weight=0 3290 449 366 178 121 188 134 3229 2910 319 104 215 143 2864 364 138 226 2500 199 2301
internal_count=3739 3290 449 366 178 121 188 134 3229 2910 319 104 215 143 2864 364 138 226 2500 199 2301
is_linear=0
shrinkage=0.0995203


Tree=1099
num_leaves=12
num_cat=0
split_feature=26 8 8 17 17 0 17 0 26 1 19
split_gain=0.214398 0.238439 0.337123 0.280155 1.11291 0.5948 1.03785 0.762057 0.549439 0.493475 0.407425
threshold=-0.396395 0.20353000000000004 0.11446000000000002 -0.060269999999999997 -0.049834999999999997 -0.14824999999999997 -0.092649999999999996 -0.13752999999999999 -0.126245 -0.088174999999999989 0.13120500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -7 -6 -9 -10
right_child=1 -3 -4 4 8 7 -8 9 10 -11 -12
leaf_value=0.0058269482844175184 -0.0018003442188169183 -0.0070427571820417629 0.0074791186934780691 -0.01578116749555581 0.0080266669862157566 -0.010232500582551075 0.018363737549500093 -0.0015003877786378278 -0.00045194042868724495 0.0026550098626415574 -0.0070894812289318196
leaf_weight=62 50 48 59 48 73 63 51 470 2008 711 96
leaf_count=62 50 48 59 48 73 63 51 470 2008 711 96
internal_value=0 -7.442e-05 1.75232e-05 -0.000105562 -0.000791216 0.00102809 0.00837342 0.000431065 -0.000460331 0.0010006 -0.000755183
internal_weight=0 3677 3629 3570 2225 1345 101 1244 2177 1181 2104
internal_count=3739 3677 3629 3570 2225 1345 101 1244 2177 1181 2104
is_linear=0
shrinkage=0.0995203


Tree=1100
num_leaves=13
num_cat=0
split_feature=18 8 19 20 3 18 8 18 18 27 23 10
split_gain=0.242517 0.674466 0.440967 0.736297 0.773704 0.325964 0.569057 0.533948 0.547315 0.253211 0.264961 0.356682
threshold=-0.14734 -0.083294999999999994 0.031160000000000004 -0.037429999999999998 0.11523000000000001 -0.10726999999999999 -0.066829999999999987 -0.096219999999999986 -0.09404499999999999 -0.032854999999999995 1.0000000180025095e-35 0.091080000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -2 -7 -9 -10 11 -11
right_child=5 2 -4 -5 -6 7 -8 8 9 10 -12 -13
leaf_value=0.013275136183543354 -0.013566288312285825 -0.01059179601666551 -0.0075696038329461203 0.010733608962769715 0.0047009284371388634 0.0073664615372283516 -0.00034425930466616987 -0.011151920611754075 0.0060703864468681775 -0.00018108427052636477 -0.006793923961218409 -0.008575279364799588
leaf_weight=48 51 57 54 71 77 88 88 47 60 2984 64 51
leaf_count=48 51 57 54 71 77 88 88 47 60 2984 64 51
internal_value=0 0.002439 0.000427598 0.00253817 -0.00179808 -0.000480282 -0.0052014 -0.000280812 -0.000490974 -0.000332099 -0.000456323 -0.00032241
internal_weight=0 307 259 205 134 3433 139 3294 3206 3159 3099 3035
internal_count=3740 307 259 205 134 3433 139 3294 3206 3159 3099 3035
is_linear=0
shrinkage=0.0995203


Tree=1101
num_leaves=11
num_cat=0
split_feature=19 19 6 29 0 18 6 6 4 4
split_gain=0.21486 0.194481 0.189078 0.420545 0.332428 0.899175 0.650627 0.305344 0.426259 0.669201
threshold=-0.12661499999999998 0.14071500000000006 -0.48214499999999999 -0.02827 -0.225295 0.086800000000000016 -0.054259999999999996 -0.46637499999999998 0.14903500000000006 0.13954000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -4 -6 9 -9
right_child=1 -3 4 -5 7 -7 -8 8 -10 -11
leaf_value=0.0056407941407137958 -0.0027192713951887841 0.0059783416879373103 0.0072274102533353779 0.010655508465896921 -0.0075327827343611127 -0.016507001929980985 -0.0085888450098251228 -0.00015507029705860419 0.0088417328425473042 -0.01211677639257364
leaf_weight=61 46 48 57 47 57 47 47 3232 51 47
leaf_count=61 46 48 57 47 57 47 47 3232 51 47
internal_value=0 -0.000313888 -0.000397294 0.00403123 -0.000513934 -0.00508307 7.18074e-05 -0.00030999 -0.00018611 -0.000326775
internal_weight=0 3679 3631 93 3538 151 104 3387 3330 3279
internal_count=3740 3679 3631 93 3538 151 104 3387 3330 3279
is_linear=0
shrinkage=0.0995203


Tree=1102
num_leaves=23
num_cat=0
split_feature=3 19 21 17 1 4 4 4 8 8 18 9 9 19 29 18 18 18 20 26 21 21
split_gain=0.182245 0.414969 0.523201 0.903771 0.943431 0.645285 1.35381 0.806168 0.625977 0.439601 0.424368 0.494835 0.488083 0.288406 0.471669 0.424167 0.941786 0.688403 0.567082 0.713216 0.561871 0.537956
threshold=0.096035000000000023 0.11219500000000003 -0.078089999999999993 -0.0092949999999999994 -0.016029999999999999 0.090860000000000024 0.10947000000000003 0.086205000000000018 -0.088634999999999992 -0.081669999999999993 0.11207000000000002 0.085765000000000022 0.089105000000000018 -0.050215000000000003 0.095535000000000023 -0.064960000000000004 -0.046804999999999992 -0.019539999999999998 -0.081114999999999993 0.10089500000000003 0.10584500000000002 0.10168500000000003
decision_type=2 2 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 10 -8 -3 11 -4 -12 -2 15 18 -17 -18 -15 20 -20 -19
right_child=13 9 5 -5 -6 6 8 -9 -10 -11 12 -13 -14 14 -16 16 17 21 19 -21 -22 -23
leaf_value=-0.010199404003217911 -0.0050424430278617257 0.011259435034186331 -0.002362802475943615 -0.015941535984523244 0.0090373409428074619 0.015901857319511922 0.0067036052045640017 -0.012095426222222865 -0.0073529083879620783 -0.001582295349292068 0.0011143260628591327 0.0011709852359423545 -0.011784261479222433 -0.0044264748030692271 -0.0061470477659267206 -0.013448924977737555 0.012044233529587315 0.0019444117677283883 0.0057942095896605355 -0.0041894600327442881 0.017094655685429169 -0.0035185635821437205
leaf_weight=51 83 57 697 62 50 70 55 65 73 49 49 898 71 56 86 46 54 665 148 49 62 244
leaf_count=51 83 57 697 62 50 70 55 65 73 49 49 898 71 56 86 46 54 665 148 49 62 244
internal_value=0 -0.000761446 -0.00106269 -0.00648269 -0.000668158 -0.000615636 0.00477306 -0.00121551 -0.0013066 0.00531544 -0.000802677 -0.000372734 -0.00651052 0.000656975 0.000993053 0.00145745 0.000461272 0.00112658 0.0046458 0.00661054 0.00913443 0.000477102
internal_weight=0 2247 2141 163 101 1978 198 1780 128 106 1715 1595 120 1493 1410 1324 1009 963 315 259 210 909
internal_count=3740 2247 2141 163 101 1978 198 1780 128 106 1715 1595 120 1493 1410 1324 1009 963 315 259 210 909
is_linear=0
shrinkage=0.0995203


Tree=1103
num_leaves=17
num_cat=0
split_feature=19 9 9 9 18 18 20 18 9 8 8 5 1 26 1 4
split_gain=0.200909 0.20798 0.673526 0.498049 0.762651 0.700299 0.653357 0.482462 0.450719 0.375995 0.302068 0.507997 0.708869 0.645299 0.466567 0.634913
threshold=-0.12661499999999998 0.097365000000000021 0.09833500000000002 0.099330000000000016 -0.079189999999999997 -0.034774999999999993 -0.053499999999999999 -0.26620499999999997 0.096535000000000024 0.18287500000000004 -0.098504999999999995 -0.01554 0.41165000000000013 0.056820000000000016 0.50644500000000015 0.10459000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 -4 7 -6 -7 -5 9 10 11 12 -2 -13 15 -12
right_child=1 2 3 4 5 6 -8 -9 -10 -11 14 13 -14 -15 -16 -17
leaf_value=0.0054884141746645186 -0.0028814269793877231 0.012253090651892787 -0.0093942144428319063 0.0014051713093676432 -0.011725093934844734 0.0074144141416993756 -0.0020334809542974781 0.014785864813454161 -0.009367132675422973 -0.008992598492797918 -0.00097614495939052218 -0.00069333124422080292 0.0077101007729665442 0.014466836486804895 -0.0081785619412180523 0.0044304992999979849
leaf_weight=61 223 52 47 49 50 105 234 59 57 50 2235 49 87 64 80 238
leaf_count=61 223 52 47 49 50 105 234 59 57 50 2235 49 87 64 80 238
internal_value=0 -0.00026977 0.00143167 0.000395766 0.00132323 -0.000728987 0.000890444 0.00872258 -0.000598955 -0.000433521 -0.000289444 0.0021733 8.8394e-05 0.00788572 -0.000697811 -0.000455482
internal_weight=0 3679 596 544 497 389 339 108 3083 3026 2976 423 310 113 2553 2473
internal_count=3740 3679 596 544 497 389 339 108 3083 3026 2976 423 310 113 2553 2473
is_linear=0
shrinkage=0.0995203


Tree=1104
num_leaves=13
num_cat=0
split_feature=30 3 6 4 36 6 23 4 20 18 30 6
split_gain=0.287605 0.612052 0.444088 0.426742 0.414632 0.369152 1.6176 0.755854 0.321051 0.589814 0.354008 0.229525
threshold=0.08883000000000002 0.12992500000000004 -0.48214499999999999 0.11092500000000002 0.084475000000000022 -0.25061999999999995 -1.0000000180025095e-35 0.13686500000000004 0.09327000000000002 0.089505000000000015 0.080210000000000017 -0.242115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 -4 8 10 -10 -7 -3
right_child=1 11 4 -5 -6 7 -8 -9 9 -11 -12 -13
leaf_value=0.0084078958578530944 -0.0022016207356936835 0.0069756428378757399 0.0049083689786378849 -0.014926901495672983 0.009011904268420726 0.0003738470077353027 -0.019419313651399029 0.012557949902608478 -0.00019967968994199999 -0.012053555551695183 -0.0074754348449113427 -0.0026518054939284321
leaf_weight=65 50 48 62 55 51 3007 48 48 131 61 58 50
leaf_count=65 50 48 62 55 51 3007 48 48 131 61 58 50
internal_value=0 -0.00359428 0.000257789 -0.00887504 0.000104708 -2.80731e-05 -0.00569991 0.000160454 -2.20024e-05 -0.00397002 0.000225045 0.00205533
internal_weight=0 203 3531 105 3466 3415 110 3305 3257 192 3065 98
internal_count=3734 203 3531 105 3466 3415 110 3305 3257 192 3065 98
is_linear=0
shrinkage=0.0995203


Tree=1105
num_leaves=23
num_cat=0
split_feature=26 3 17 0 11 0 5 6 20 21 27 4 4 7 5 4 4 3 5 0 21 5
split_gain=0.274788 0.450106 0.379696 0.607064 0.373963 0.766652 0.39158 0.29776 0.701663 0.972735 0.694867 0.742329 2.0371 0.498502 0.440238 0.96119 0.869379 1.34622 0.496382 0.534831 0.245742 0.158204
threshold=0.12086000000000002 0.094045000000000031 0.070205000000000017 -0.055729999999999995 -0.084384999999999988 -0.040384999999999997 -0.24120999999999998 -0.104035 0.0074100000000000017 0.099005000000000024 -0.038765000000000001 0.10755500000000003 0.11660000000000002 0.077685000000000018 -0.44524499999999995 0.13364000000000004 0.098515000000000019 0.094185000000000033 -0.53715999999999997 -0.142265 0.09227500000000001 -0.47386999999999996
decision_type=2 2 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 -1 14 10 -10 -9 13 -13 -12 18 16 17 -16 -6 -20 -3 -21
right_child=1 2 -4 -5 7 -7 -8 8 9 -11 11 12 -14 -15 15 -17 -18 -19 19 21 -22 -23
leaf_value=-0.0052101765714062196 0.012000259420795141 -0.010530674622501566 0.0086514457704326576 0.0073880400314149863 0.0076972654831005535 -0.014274525944268803 0.0065440594458782749 -0.01178616293697772 -0.01918049257539187 0.00018475757825194144 3.9535483787304068e-05 0.020980774762233874 -0.0039202131753100734 -0.0081969496338300685 0.00017756378582957065 0.01796047398731826 -0.0082532023576586816 0.01853757805054404 -0.011869173003302079 0.0042257228546637108 -0.00074026753846585629 -0.0036118490778255948
leaf_weight=64 47 52 51 53 47 56 50 49 46 58 2452 60 71 75 135 46 59 56 55 51 50 51
leaf_count=64 47 52 51 53 47 56 50 49 46 58 2452 60 71 75 135 46 59 56 55 51 50 51
internal_value=0 0.00321025 0.00120079 -0.00124544 -0.000186624 -0.00473895 -4.76284e-05 4.68636e-05 -0.000350917 -0.00837277 -4.24237e-05 0.000173763 0.00747857 -0.000204595 0.00228483 0.00473695 0.00230055 0.00556489 -0.00126915 -0.00395858 -0.00573948 0.000298911
internal_weight=0 253 206 155 3481 170 114 3311 2811 104 2707 2658 131 2527 500 296 250 191 204 157 102 102
internal_count=3734 253 206 155 3481 170 114 3311 2811 104 2707 2658 131 2527 500 296 250 191 204 157 102 102
is_linear=0
shrinkage=0.0995203


Tree=1106
num_leaves=22
num_cat=0
split_feature=20 18 0 20 6 0 1 26 9 30 0 0 4 26 0 26 8 8 1 0 6
split_gain=0.239233 0.974042 1.26325 0.57109 0.652808 0.905042 0.698946 0.62182 0.505473 0.43286 0.4739 1.28511 1.58326 0.43323 1.35134 0.395754 0.383949 1.0478 2.15587 0.559172 0.462264
threshold=-0.079864999999999992 0.19545000000000004 -0.050494999999999991 -0.081189999999999998 -0.091244999999999993 -0.13752999999999999 -0.018369999999999997 0.084355000000000027 0.076440000000000022 0.10000000000000002 -0.16969499999999998 -0.225295 0.095545000000000033 -0.112275 -0.075424999999999992 -0.0098899999999999995 0.090890000000000012 0.0017700000000000003 -0.01257 0.12346000000000003 -0.25061999999999995
decision_type=2 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 8 -1 10 11 12 -2 14 -12 -11 17 20 -19 -18 -15
right_child=9 -3 -4 -5 5 6 -8 -9 -10 15 13 -13 -14 16 -16 -17 19 18 -20 -21 -22
leaf_value=0.0081465751169564199 0.012843994136990491 0.01154984226745923 -0.015343896814339579 -0.0091861530944807104 -0.014169872969020832 0.0084029089678238373 -0.0023013052602654919 0.01527541211698479 -0.0059374927516552354 -0.012637547181241986 -0.0022498949191112603 0.019569185774496005 -0.0096783984632614513 -0.0054140917879844704 0.018575675886524534 6.5956469774110132e-05 0.010496896738296744 -0.024433099930387277 0.0035782370045227816 -0.0015584365233201579 0.00056966586225622434
leaf_weight=52 56 53 68 77 53 74 329 46 49 47 78 48 69 136 51 50 82 52 57 71 2136
leaf_count=52 56 53 68 77 53 74 329 46 49 47 78 48 69 136 51 50 82 52 57 71 2136
internal_value=0 -0.00148507 -0.00240976 -0.00111514 -8.31586e-05 -0.00194368 -0.000333735 0.00568268 0.00130561 0.000455507 0.000679361 0.00572703 0.000405085 0.000351135 0.00597713 -0.00608091 6.44062e-05 -0.000245802 -0.00977746 0.00489724 0.000211123
internal_weight=0 801 748 680 603 456 403 147 101 2933 2836 173 125 2663 129 97 2534 2381 109 153 2272
internal_count=3734 801 748 680 603 456 403 147 101 2933 2836 173 125 2663 129 97 2534 2381 109 153 2272
is_linear=0
shrinkage=0.0995203


Tree=1107
num_leaves=19
num_cat=0
split_feature=26 8 1 20 20 2 4 21 26 0 17 17 2 18 26 5 18 20
split_gain=0.211582 0.405101 0.538717 0.470731 0.28999 0.513086 0.697665 0.380252 0.316114 0.939282 0.790929 0.836058 0.700252 0.5075 0.427514 0.75016 0.478669 0.426697
threshold=0.12086000000000002 -0.038994999999999995 0.04735000000000001 -0.048954999999999999 -0.14091999999999996 -0.019910000000000001 0.08167000000000002 -0.091104999999999992 0.097125000000000031 -0.087965000000000002 -0.040589999999999994 -0.0090649999999999984 -0.072895000000000001 0.24916000000000005 0.095150000000000026 0.057175000000000011 0.12892000000000003 -0.049534999999999996
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 7 -1 13 -10 -11 -12 -13 14 16 -16 17 -6
right_child=1 3 -4 -5 8 -7 -8 -9 9 10 11 12 -14 -15 15 -17 -18 -19
leaf_value=0.0015885510987207819 0.011792024688647311 0.0057594917707488149 -0.00032795455707985315 -0.0075697687479164347 -0.0018249380367488363 -0.010341859176505269 0.0092058666652714213 -0.010659527409875906 0.0075240182912777497 -0.013275938033687195 0.0087647680446189102 -0.010878031780718046 0.0015494877994399489 -0.0097090989089786573 -0.001584368298831755 0.015471973228271393 0.0075918481106161482 0.00095395506070204152
leaf_weight=46 79 46 67 61 778 75 51 55 74 83 55 99 82 48 51 51 88 1845
leaf_count=46 79 46 67 61 778 75 51 55 74 83 55 99 82 48 51 51 88 1845
internal_value=0 0.00281407 0.00622451 -0.00183178 -0.00016664 -0.00360583 -0.000276738 -0.00507309 7.30267e-05 -0.00257327 -0.00491815 -0.00197529 -0.00524336 0.00043682 0.000610237 0.00693578 0.00037194 0.000129404
internal_weight=0 253 146 107 3481 227 152 101 3254 393 319 236 181 2861 2813 102 2711 2623
internal_count=3734 253 146 107 3481 227 152 101 3254 393 319 236 181 2861 2813 102 2711 2623
is_linear=0
shrinkage=0.0995203


Tree=1108
num_leaves=19
num_cat=0
split_feature=1 12 3 2 26 1 2 0 0 2 4 29 1 21 0 0 3 3
split_gain=0.242373 0.243809 0.236806 1.17847 1.29909 0.717391 0.676014 0.573938 0.269344 0.50183 0.840673 1.19493 0.836471 0.99219 0.5281 0.45088 0.614164 1.33985
threshold=-0.55579999999999996 0.097490000000000021 0.083875000000000019 -0.087359999999999993 0.085005000000000011 0.043640000000000005 -0.15327499999999997 -0.073219999999999993 -0.076154999999999987 0.10166000000000001 0.079355000000000023 -0.078484999999999985 0.024780000000000007 0.015410000000000002 -0.13417999999999999 -0.075179999999999983 0.090360000000000024 0.094045000000000031
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 7 -2 -5 9 10 14 -12 -11 -14 -4 -10 -17 -18
right_child=1 -3 8 4 -6 -7 -8 -9 15 12 11 -13 13 -15 -16 16 17 -19
leaf_value=0.0071359030155642919 -0.0035167484906954974 0.0065041710846537914 0.011420840798790473 -0.015926025001968842 -0.02111944637599545 0.0059455254592390341 0.011814763003371156 -0.00051482755576109549 -0.010856270997920541 0.013819882177783438 0.0052470847588275095 -0.0093997292334522392 0.0068376648652274333 -0.0094348198160893511 0.00061625958747274067 0.0088765194260130836 -0.013731561377692068 -0.00031267238761500222
leaf_weight=46 50 54 46 47 51 58 66 49 47 73 78 188 103 58 1743 60 81 819
leaf_count=46 50 54 46 47 51 58 66 49 47 73 78 188 103 58 1743 60 81 819
internal_value=0 -0.000133063 -0.00023238 -0.00281272 -0.00735035 -0.00278513 0.0051993 -0.00806842 1.86728e-05 0.000615628 0.000117976 -0.00510172 0.00498253 0.000970442 0.000894532 -0.00133745 -0.000870567 -0.00152128
internal_weight=0 3671 3617 321 205 154 116 96 3296 2289 2055 266 234 161 1789 1007 960 900
internal_count=3717 3671 3617 321 205 154 116 96 3296 2289 2055 266 234 161 1789 1007 960 900
is_linear=0
shrinkage=0.0995203


Tree=1109
num_leaves=15
num_cat=0
split_feature=20 1 2 7 12 3 12 2 0 0 4 4 3 0
split_gain=0.265099 0.578892 0.580723 0.306883 0.267874 0.427552 0.488642 0.32674 0.853246 1.14176 0.774218 0.656911 1.73426 0.379789
threshold=-0.15398499999999998 -0.050379999999999994 -0.072624999999999981 0.097640000000000018 0.085345000000000018 0.0040650000000000009 -0.0088449999999999987 0.10166000000000001 -0.13417999999999999 -0.26289499999999993 0.11805500000000003 0.086205000000000018 0.10244500000000002 -0.1525
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 11 9 -9 -10 13 -13 -7
right_child=3 2 -4 -5 -6 7 -8 8 10 -11 -12 12 -14 -15
leaf_value=0.012429346062682785 -0.00056551782447277063 0.0070007426786697097 -0.0078016058727787638 -0.007805355445355034 0.0059911175364513866 0.0065788799852314183 -0.014165104908801681 -0.0050146954941335071 0.0039825072667362543 0.013135987853588922 -0.0093632174090178058 -0.015720007914295047 -0.00019484811374241267 -3.5186809485985226e-05
leaf_weight=53 61 53 52 52 70 89 46 48 96 120 78 97 269 2533
leaf_count=53 61 53 52 52 70 89 46 48 96 120 78 97 269 2533
internal_value=0 0.00395007 -0.000322148 -0.000215878 -0.000103111 -0.000227468 -0.00641972 -2.82519e-05 0.00288533 0.00794521 -0.00199536 -0.000362009 -0.00431168 0.000189006
internal_weight=0 158 105 3559 3507 3437 107 3330 342 168 174 2988 366 2622
internal_count=3717 158 105 3559 3507 3437 107 3330 342 168 174 2988 366 2622
is_linear=0
shrinkage=0.0995203


Tree=1110
num_leaves=18
num_cat=0
split_feature=20 5 2 5 1 0 21 27 19 5 18 5 5 5 3 17 35
split_gain=0.214968 0.517651 0.525936 0.226529 0.463971 1.09296 0.42238 0.423917 0.446228 0.380141 0.743882 0.420734 0.479672 1.25266 0.98551 0.88631 0.606025
threshold=-0.15398499999999998 0.12043500000000003 -0.072624999999999981 -0.0050400000000000002 0.073820000000000011 -0.14731999999999998 -0.083784999999999984 0.078330000000000025 0.10901000000000002 -0.0083599999999999994 -0.026374999999999999 -0.0098949999999999993 -0.018754999999999997 -0.021235 0.089605000000000018 -0.0017249999999999998 -0.076159999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 -5 -7 8 -8 11 -11 12 13 16 15 -14 -2
right_child=3 -3 -4 4 -6 6 7 -9 -10 10 -12 -13 14 -15 -16 -17 -18
leaf_value=0.0059206219377253358 -0.010505857959553833 0.012445649884310935 -0.0078265215958067177 -0.016368627056974051 0.0080380904612695238 0.007633636286477727 -0.0014375430540228779 0.0069015437058228442 -0.010809087510687659 0.012730836584757344 -0.0021561308987330776 -0.0071451136068393841 -0.0022954022845220867 -0.015796243012065007 0.015574067169862368 0.011971854523267017 0.00050556163883751866
leaf_weight=63 51 46 49 48 51 53 1010 57 53 69 64 77 177 50 59 57 1683
leaf_count=63 51 46 49 48 51 53 1010 57 53 69 64 77 177 50 59 57 1683
internal_value=0 0.00355696 -8.6445e-05 -0.000194462 -0.00125925 -0.00164826 -0.00104519 -0.00145662 -0.00190557 0.0003974 0.00556103 7.81882e-05 0.00034637 -0.000266117 0.00407843 0.00117646 0.000181224
internal_weight=0 158 112 3559 1272 1221 1173 1120 1063 2287 133 2154 2077 1784 293 234 1734
internal_count=3717 158 112 3559 1272 1221 1173 1120 1063 2287 133 2154 2077 1784 293 234 1734
is_linear=0
shrinkage=0.0995203


Tree=1111
num_leaves=14
num_cat=0
split_feature=1 27 20 9 9 4 3 20 11 20 11 26 8
split_gain=0.182656 0.171894 0.196915 0.562706 0.525466 0.590773 0.530257 0.492419 0.424922 0.74357 0.63313 0.391013 0.234979
threshold=-0.54365999999999992 -0.086859999999999993 -0.072005 0.11007500000000002 0.10153500000000003 0.10868000000000001 0.091545000000000029 -0.062334999999999995 -0.075149999999999981 -0.047859999999999993 -0.15511999999999998 0.091275000000000023 -0.054384999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 12 10 -10 -9 -11 -4
right_child=1 2 7 -5 -6 -7 -8 8 9 11 -12 -13 -14
leaf_value=0.0055095402820663705 -0.0047112439928070791 -0.0020238316504109506 -0.0021221829190261063 0.011569857080762167 -0.0089955807800796601 0.010339433532339517 0.0030036648075121735 0.001843934901384958 0.010275749279888599 0.00068301152381882195 -0.012531971509103549 -0.0021034477070204127 -0.011770482306178663
leaf_weight=58 79 416 47 49 53 65 415 56 69 1556 66 734 54
leaf_count=58 79 416 47 49 53 65 415 56 69 1556 66 734 54
internal_value=0 -0.000119349 -1.77907e-05 0.00116917 0.000631281 0.00120164 0.000485907 -0.000476893 -0.000199255 9.65928e-05 -0.00592649 -0.000209758 -0.00728879
internal_weight=0 3659 3580 998 949 896 831 2582 2481 2359 122 2290 101
internal_count=3717 3659 3580 998 949 896 831 2582 2481 2359 122 2290 101
is_linear=0
shrinkage=0.0995203


Tree=1112
num_leaves=13
num_cat=0
split_feature=11 3 29 0 17 3 17 3 9 1 1 1
split_gain=0.362854 0.520203 0.512319 0.297947 0.952884 0.77757 1.41557 0.43905 0.576221 0.29573 0.408377 0.56093
threshold=0.092640000000000014 -0.0043349999999999994 -1.0000000180025095e-35 0.042275000000000014 -0.56005499999999986 0.10377500000000002 -0.088160000000000002 0.11604000000000002 0.09550500000000002 -0.34140499999999996 -0.14482999999999999 -0.10771499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -5 8 -7 -6 -11 -12
right_child=-2 3 -4 5 9 7 -8 -9 -10 10 11 -13
leaf_value=0.00092467289918946505 -0.0084538094440277673 0.013347100784303862 0.013686583137081612 -0.021640410645183232 -0.0073408114528911881 0.012346104259182892 0.0020457420291051086 -0.0060468270386464561 -0.0028351316758667916 0.0068251716758492131 -0.0089108951186470057 3.7075376912764732e-05
leaf_weight=74 50 53 54 52 55 51 48 56 48 85 71 3049
leaf_count=74 50 53 54 52 55 51 48 56 48 85 71 3049
internal_value=0 8.12547e-05 0.006315 -0.000142148 0.000109919 -0.00342025 -0.0102629 0.000989068 0.00497724 -0.000105036 1.88795e-05 -0.000166286
internal_weight=0 3696 128 3568 3313 255 100 155 99 3260 3205 3120
internal_count=3746 3696 128 3568 3313 255 100 155 99 3260 3205 3120
is_linear=0
shrinkage=0.0995203


Tree=1113
num_leaves=12
num_cat=0
split_feature=11 3 6 9 21 4 6 6 0 26 18
split_gain=0.294227 0.421904 0.487182 0.27891 0.291046 0.506211 0.325634 0.797157 0.314284 1.03439 0.994399
threshold=0.092640000000000014 -0.0043349999999999994 -0.043894999999999997 -0.25326499999999996 0.13042000000000004 0.14095000000000005 -0.072834999999999997 -0.03252 0.042275000000000014 1.0000000180025095e-35 0.30956000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 8 -6 -8 10 -10 -5
right_child=-2 3 -4 4 6 -7 7 -9 9 -11 -12
leaf_value=-0.00034517150017310375 -0.007612484156412698 -0.0066386253077298299 0.011924000812019126 7.3548774500983795e-05 0.0024760713820131761 0.010035892142020757 -0.014704103786478188 0.0015893357966748468 0.00025481719024871452 -0.015408868766747781 0.013954894441230442
leaf_weight=65 50 64 63 3001 53 51 62 57 173 55 52
leaf_count=65 50 64 63 3001 53 51 62 57 173 55 52
internal_value=0 7.31903e-05 0.00568717 -0.000127979 -8.82905e-06 0.00019701 -0.00400113 -0.00689281 4.38246e-05 -0.00352012 0.00031025
internal_weight=0 3696 128 3568 3504 3332 172 119 3281 228 3053
internal_count=3746 3696 128 3568 3504 3332 172 119 3281 228 3053
is_linear=0
shrinkage=0.0995203


Tree=1114
num_leaves=12
num_cat=0
split_feature=11 13 2 0 9 6 5 4 4 30 4
split_gain=0.238582 0.343686 0.210095 0.503961 0.610363 0.582752 1.29852 0.313142 0.446278 0.257018 0.28968
threshold=0.092640000000000014 1.0000000180025095e-35 0.10924500000000002 0.0083400000000000019 -0.040564999999999997 -1.0000000180025095e-35 -0.084089999999999984 0.13881500000000005 0.12988000000000002 0.094680000000000028 0.11706000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 6 -6 8 9 10 -1
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00014492059491025432 -0.0068548887492242876 0.0084323367236708077 0.0068474662862954587 -0.011500315249456348 -0.0065842056323295681 -0.011452657099931433 0.012201565007412523 -0.0075331241087742704 0.0089773444002314972 -0.0068395361348533579 0.00696275740060129
leaf_weight=3070 50 48 77 51 108 64 55 51 58 51 63
leaf_count=3070 50 48 77 51 108 64 55 51 58 51 63
internal_value=0 6.59505e-05 -4.39092e-05 -0.00234434 -0.000805607 -0.00340519 -0.000240425 0.000203839 0.000325802 0.000167947 0.000282279
internal_weight=0 3696 3648 355 304 227 163 3293 3242 3184 3133
internal_count=3746 3696 3648 355 304 227 163 3293 3242 3184 3133
is_linear=0
shrinkage=0.0995203


Tree=1115
num_leaves=8
num_cat=0
split_feature=35 12 20 21 9 4 26
split_gain=0.193872 0.375835 0.234034 0.30566 0.26934 0.509923 0.252045
threshold=-0.082404999999999992 0.094205000000000025 -0.23803499999999997 0.14970000000000003 -0.25326499999999996 0.14095000000000005 -0.14224499999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6
right_child=1 -3 3 -5 5 -7 -8
leaf_value=0.0053222425949646414 0.0050692105441151126 -0.0086035542940154381 -0.0062880829470206793 -0.0064553584967333242 0.0037627239358816941 0.0093824394933057498 -0.00022656972651174104
leaf_weight=66 88 51 66 74 165 58 3178
leaf_count=66 88 51 66 74 165 58 3178
internal_value=0 -0.000119676 -2.2272e-07 -0.000126438 8.41089e-06 0.000130842 -2.94258e-05
internal_weight=0 3680 3629 3541 3467 3401 3343
internal_count=3746 3680 3629 3541 3467 3401 3343
is_linear=0
shrinkage=0.0995203


Tree=1116
num_leaves=22
num_cat=0
split_feature=1 19 8 8 18 2 2 8 2 26 26 18 8 5 17 30 4 17 8 26 17
split_gain=0.388375 0.304606 0.210063 0.754764 0.414064 0.411609 0.897086 0.993236 0.783153 1.34894 1.15919 0.891682 0.941443 0.671221 0.49242 0.387776 0.481793 0.825336 1.17357 0.504533 0.325598
threshold=-0.51744999999999985 0.072660000000000016 -0.084554999999999991 -0.083849999999999994 -0.14624999999999996 -0.082954999999999987 -0.082404999999999992 -0.082654999999999992 -0.08569499999999998 0.088245000000000032 0.085570000000000021 -0.089024999999999993 -0.078704999999999997 0.066815000000000027 -0.14813999999999997 0.086935000000000026 0.079355000000000023 0.0053950000000000014 -0.092545000000000002 0.082850000000000021 -0.0062099999999999994
decision_type=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 -2 8 -7 -8 9 10 -5 -10 -13 -11 -9 16 19 18 -18 -6 -21
right_child=2 -3 3 5 15 6 7 14 11 13 -12 12 -14 -15 -16 -17 17 -19 -20 20 -22
leaf_value=0.012242751895410593 0.0081710657729256696 0.0012497185962011376 0.0097235330601789551 -0.00055457900488125049 0.0064442177077701206 0.013541732256100274 0.012535179402200808 -0.0034931777434706267 0.0040707690631811158 0.016197730693396851 -0.015928445877876941 -0.019758845928005874 -0.0022856983055444188 0.0012942678310184075 0.0011050320580497026 0.0060844490336498585 0.0021265838682835683 -0.013768893543906591 -0.014277762036942905 0.00061411759751996413 -0.0033950638927335713
leaf_weight=46 47 55 86 417 91 56 67 293 47 66 55 69 55 55 1084 66 169 81 58 404 398
leaf_count=46 47 55 86 417 91 56 67 293 47 66 55 69 55 55 1084 66 169 81 58 404 398
internal_value=0 0.00626456 8.54228e-06 0.000572236 -0.000998963 0.000224254 0.00118224 0.000702362 -0.00165555 5.41187e-05 -0.00234776 -0.00758917 -0.0120153 0.0094302 0.000126024 -0.00133978 -0.00174845 -0.00514285 -0.00206123 -0.000576787 -0.00137446
internal_weight=0 101 3664 2350 1314 2264 1500 1444 764 593 472 171 124 121 1377 1267 1201 308 227 893 802
internal_count=3765 101 3664 2350 1314 2264 1500 1444 764 593 472 171 124 121 1377 1267 1201 308 227 893 802
is_linear=0
shrinkage=0.0995203


Tree=1117
num_leaves=16
num_cat=0
split_feature=1 18 29 1 6 8 20 6 8 5 21 9 20 9 1
split_gain=0.315 0.266771 0.187201 0.479471 0.625635 0.353291 0.282008 1.51103 0.58093 0.638861 0.359166 0.601316 0.539696 0.494811 0.448772
threshold=-0.51744999999999985 0.063210000000000016 0.0050600000000000011 0.11120500000000003 -0.052844999999999996 -0.48834 0.0074100000000000017 -0.072834999999999997 -0.081324999999999995 -0.088935 -0.085574999999999998 0.086315000000000017 -0.14091999999999996 0.09310000000000003 0.27998000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2 10 8 -8 -10 11 -7 13 -12 -14
right_child=2 -3 3 -5 -6 6 7 -9 9 -11 12 -13 14 -15 -16
leaf_value=0.011236281956887497 -0.0072964688204449372 0.00094809507778795385 -0.00026804574627761448 -0.0036257167569801593 0.016128519675796985 0.010471528113192448 -0.0059736748763973124 -0.018518184386504915 -0.0016126149223854905 0.011952753496497704 -0.012806769424268135 -0.0015952940120223151 -9.2127381586081032e-05 0.0006075574287678681 0.0044184167625679494
leaf_weight=46 67 55 46 58 46 87 86 51 77 62 61 77 2659 49 238
leaf_count=46 67 55 46 58 46 87 86 51 77 62 61 77 2659 49 238
internal_value=0 0.00564191 7.75884e-06 0.00345102 0.00792134 -0.000138989 0 -0.00305103 0.000451228 0.00443224 0.000265702 0.00480102 1.80761e-05 -0.00682386 0.000278149
internal_weight=0 101 3664 150 92 3514 3447 276 225 139 3171 164 3007 110 2897
internal_count=3765 101 3664 150 92 3514 3447 276 225 139 3171 164 3007 110 2897
is_linear=0
shrinkage=0.0995203


Tree=1118
num_leaves=10
num_cat=0
split_feature=35 13 9 8 2 5 28 0 9
split_gain=0.282926 0.282164 0.271247 0.582814 0.402513 0.376199 0.36438 0.530006 0.391937
threshold=-0.082404999999999992 0.088785000000000017 -0.095314999999999997 -0.11550499999999998 0.31534000000000012 -0.25464999999999999 0.088260000000000019 0.14315500000000003 -0.0060949999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 7 8 -4
right_child=1 -3 4 -5 -6 -7 -8 -9 -10
leaf_value=0.0065525781693251033 0.0024028156967327487 -0.0077186271540001534 -0.0042497448030481893 -0.0024064267505390178 -0.0091201453314887736 0.014727587260290028 -0.0087406627313575003 0.0088740462994589091 0.00027415293945525626
leaf_weight=67 46 46 202 80 48 53 46 68 3109
leaf_count=67 46 46 202 80 48 53 46 68 3109
internal_value=0 2.68723e-05 0.000124658 0.00390267 -6.98272e-05 0.0090092 5.67705e-05 0.000176777 -1.59726e-06
internal_weight=0 3698 3652 179 3473 99 3425 3379 3311
internal_count=3765 3698 3652 179 3473 99 3425 3379 3311
is_linear=0
shrinkage=0.0995203


Tree=1119
num_leaves=15
num_cat=0
split_feature=1 0 20 0 0 21 26 21 20 17 17 17 6 6
split_gain=0.236212 0.204818 0.260243 0.803262 0.463059 0.416482 0.278558 0.248638 0.538573 0.352585 0.687359 0.480653 0.295578 0.238905
threshold=-0.52333999999999992 -0.25289499999999993 0.0074100000000000017 -0.16423499999999999 -0.12236 0.090715000000000032 -0.0026699999999999996 -0.085574999999999998 -0.074329999999999993 0.50214000000000014 0.41435500000000008 0.4039100000000001 -0.0062199999999999998 -0.0072949999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 -5 -6 -7 8 13 10 11 -9 -11 -3
right_child=1 2 3 4 5 6 -8 9 -10 12 -12 -13 -14 -15
leaf_value=0.0052244359386841473 0.0056326325529341128 -0.0050640917535788891 -0.01455268521827234 0.0077397033068289977 0.0040466772927771873 0.00050603926804204246 -0.0089455765293645993 -0.0002702159192913237 0.011757488895909286 0.0087190155862168078 -0.012361077114531063 0.0094763809024696506 0.00042222750203285068 0.0041167233391579666
leaf_weight=88 63 52 49 52 61 46 93 2875 57 81 46 51 90 61
leaf_count=88 63 52 49 52 61 46 93 2875 57 81 46 51 90 61
internal_value=0 6.77232e-06 -9.10724e-05 -0.002893 -0.000622591 -0.00280088 -0.00581182 0.000163248 0.00387038 -3.7005e-05 -0.000290103 -0.000100053 0.00435707 -0.000100832
internal_weight=0 3677 3614 301 252 200 139 3313 170 3143 2972 2926 171 113
internal_count=3765 3677 3614 301 252 200 139 3313 170 3143 2972 2926 171 113
is_linear=0
shrinkage=0.0995203


Tree=1120
num_leaves=17
num_cat=0
split_feature=3 7 3 6 18 18 3 17 3 17 8 5 6 6 3 5
split_gain=0.225603 0.507425 0.316774 0.475124 0.500628 0.244281 0.68664 0.405316 1.06716 0.848939 0.604815 0.510924 0.394047 0.469775 0.451165 0.0491982
threshold=0.13547000000000003 0.093110000000000012 0.14426500000000003 -0.25061999999999995 0.11504500000000002 -0.15202999999999997 0.12732500000000005 0.11639500000000001 0.084145000000000011 0.08741500000000002 0.11023500000000003 0.058505000000000008 -0.055679999999999993 -0.070864999999999997 0.096595000000000028 -0.39954499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 15 -4 -5 12 7 9 -9 10 -7 -10 13 -1 -14 -2
right_child=2 -3 3 4 -6 6 -8 8 11 -11 -12 -13 14 -15 -16 -17
leaf_value=-0.0049673054256292263 -0.0051121442106984464 0.0093498161558751812 -0.0075634731261308942 0.0074099306883648221 -0.0042062165007814333 0.00061144857516585668 0.012216514683288359 -0.016707780029698697 -0.0020871706900696093 0.011353071225353239 -0.0078838554850036002 0.0085225812871450989 -0.00086782433735105953 0.0069590741346638044 -0.013299117189334686 -0.0097474249481406799
leaf_weight=68 46 59 66 88 63 2375 47 47 444 71 86 50 57 63 59 47
leaf_count=68 46 59 66 88 63 2375 47 47 444 71 86 50 57 63 59 47
internal_value=0 0.000200214 -0.00260333 -0.000516623 0.00255804 3.96424e-05 0.000278392 9.55378e-05 -0.00237679 0.00062411 0.000314246 -0.00101165 -0.00297283 0.000762033 -0.0071977 -0.00746351
internal_weight=0 3426 310 217 151 3367 3120 3073 541 2532 2461 494 247 131 116 93
internal_count=3736 3426 310 217 151 3367 3120 3073 541 2532 2461 494 247 131 116 93
is_linear=0
shrinkage=0.0995203


Tree=1121
num_leaves=16
num_cat=0
split_feature=17 3 6 1 1 0 17 5 9 1 3 3 3 2 5
split_gain=0.184582 0.84921 1.00714 0.96069 0.619079 0.553639 0.388861 0.293758 0.310619 0.378383 0.379693 0.958054 0.49528 0.2825 0.248006
threshold=-0.47367999999999999 0.10920500000000002 0.041585000000000011 -0.047239999999999997 -0.041999999999999996 -0.081534999999999982 -0.46159 0.26473000000000008 0.18114000000000005 -0.40145499999999995 0.13547000000000003 0.12551500000000002 0.17152000000000003 -0.019910000000000001 0.5124350000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -5 -2 8 9 13 11 -11 -12 -8 -9
right_child=6 4 -4 5 -6 -7 7 14 -10 10 12 -13 -14 -15 -16
leaf_value=-0.0185358898931565 0.008496279872340114 0.012237264906874219 0.0043314944435918993 -0.011278529603882693 -0.0026228191622962842 0.0037024923687512413 0.011664313741938923 -0.0078751757309932138 -0.0069460048594894254 0.00024370387809831087 -0.0065226181080281793 0.012856426497238874 0.003477265836605454 0.0015173878229737675 -2.2629116065014295e-05
leaf_weight=71 55 57 72 46 54 52 50 83 58 2702 169 61 69 60 77
leaf_count=71 55 57 72 46 54 52 50 83 58 2702 169 61 69 60 77
internal_value=0 -0.00219816 -0.0055172 -0.00971794 0.00500066 -0.00332106 0.000196354 5.8981e-05 0.000269286 0.000404068 0.000193655 0.000522457 -0.00362005 0.00613707 -0.00410126
internal_weight=0 352 241 169 111 98 3384 3329 3169 3111 3001 2763 238 110 160
internal_count=3736 352 241 169 111 98 3384 3329 3169 3111 3001 2763 238 110 160
is_linear=0
shrinkage=0.0995203


Tree=1122
num_leaves=29
num_cat=0
split_feature=5 1 2 0 30 26 11 9 5 5 1 2 1 5 26 2 26 0 20 26 26 26 0 10 9 4 1 18
split_gain=0.187396 0.817665 0.767817 0.587648 0.526859 0.418896 0.658441 0.618304 1.0175 0.391681 0.965208 0.779594 0.735663 0.644076 1.35666 0.584061 0.786448 0.491576 0.628194 0.370551 0.75197 1.05112 0.952367 0.46486 0.662291 0.351082 0.345649 0.178752
threshold=-0.088174999999999989 -0.08113999999999999 -0.082904999999999993 -0.229625 0.11592000000000002 0.11023000000000002 -0.090715000000000004 -0.040564999999999997 -0.43873000000000001 -0.018754999999999997 -0.079434999999999992 -0.083769999999999997 -0.072579999999999992 -0.013944999999999999 0.084685000000000024 -0.08237499999999999 0.091275000000000023 -0.10287 -0.085594999999999991 0.085570000000000021 0.086895000000000014 0.087435000000000027 -0.085054999999999992 0.086165000000000019 0.085525000000000032 0.11509500000000002 0.10924000000000002 0.095920000000000019
decision_type=2 2 2 2 2 2 2 2 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 6 -3 8 -8 10 11 -5 27 14 -11 -13 -17 -14 -19 23 22 -22 -21 24 -15 -9 -7 -12
right_child=3 4 -4 9 -6 26 7 25 -10 13 12 15 17 19 -16 16 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0010395874870454535 0.010324824076192056 -0.010866873170568246 0.019145519022791942 -0.019147180572814268 -0.010158826022321377 0.012618351086112123 -0.0011211390772913738 0.00040301327942856484 0.016472853570903407 -0.0043322375404007581 0.010659607915960155 0.0038745387448279201 -0.011394105552169553 -6.8058359668077823e-05 0.016895790329935361 0.00012662602006233053 -0.017719837819049344 0.0075761110675143734 -0.0031181840228898662 0.0013735523360003598 0.013743583037427098 -0.0015983727742988963 -0.017207150376771205 -0.0066688897569715843 0.0063585019125185884 -0.0061576061853445664 0.0014798505570122677 0.0031694684855670505
leaf_weight=47 49 52 46 51 46 50 71 539 60 55 49 50 54 528 65 46 52 66 309 47 47 749 65 69 227 95 62 90
leaf_count=47 49 52 46 51 46 50 71 539 60 55 49 50 54 528 65 46 52 66 309 47 47 749 65 69 227 95 62 90
internal_value=0 0.00108772 0.010004 -0.000472239 0.000236398 0.000752006 -2.94438e-05 0.000706149 0.00693093 -0.000674558 -0.00256578 -0.0085305 -0.000474589 0.000108244 0.00715946 -0.00486651 -0.00933458 -0.00251463 -0.0012338 -0.00037982 -0.00176687 -0.000691474 -0.00940258 0.00114764 0.00186308 -0.000578754 0.00645971 0.00581577
internal_weight=0 1068 93 2668 975 929 817 765 131 2619 767 199 568 1852 120 148 98 429 375 1732 908 796 112 824 755 634 112 139
internal_count=3736 1068 93 2668 975 929 817 765 131 2619 767 199 568 1852 120 148 98 429 375 1732 908 796 112 824 755 634 112 139
is_linear=0
shrinkage=0.0995203


Tree=1123
num_leaves=24
num_cat=0
split_feature=5 1 2 0 1 3 21 3 17 5 3 0 21 21 2 20 17 17 0 0 0 8 20
split_gain=0.151957 0.663144 0.622447 0.476507 0.388997 0.540168 0.923302 0.662136 0.66226 0.580516 0.549407 0.632577 0.473756 0.333986 0.694785 0.4728 0.615027 0.608591 1.84956 0.868335 0.600771 0.689193 0.0910444
threshold=-0.088174999999999989 -0.08113999999999999 -0.082904999999999993 -0.229625 0.058455000000000014 0.089735000000000023 -0.083784999999999984 0.089165000000000022 -0.53166999999999998 0.065520000000000023 0.090205000000000021 -0.14731999999999998 0.12094000000000002 -0.032929999999999994 -0.00070500000000000001 -0.0073549999999999996 0.24923500000000007 0.14342500000000005 -0.091935000000000003 -0.097734999999999989 -0.16423499999999999 -0.10337499999999999 -0.074329999999999993
decision_type=2 2 2 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 7 -7 8 -5 -10 -8 -12 -6 14 22 17 20 18 19 -15 -17 -22 -3
right_child=3 13 -4 4 12 6 10 -9 9 -11 11 -13 -14 15 -16 16 -18 -19 -20 -21 21 -23 -24
leaf_value=0.00093612747029536453 0.0092972955045839741 -0.0018799634761456781 0.017240153964918386 -0.012992361556132356 -0.01395445267557411 0.014400178745589061 0.0105117348732215 -0.010988266069124822 -0.0017360069496939515 0.005143143471663148 -0.010568287241453214 0.00053930212300360391 -0.00090684910206175232 0.0059267643443125751 -0.012639109593880227 -0.012245319359195855 0.0091659209700976404 -0.0037156326228739681 0.024199455967018287 -0.0097501535374559418 0.0065295299266000355 -0.0030965016662787199 0.0043076998556510508
leaf_weight=47 49 47 46 46 47 49 52 75 877 141 53 1212 67 146 58 51 54 76 47 46 97 306 47
leaf_count=47 49 47 46 46 47 49 52 75 877 141 53 1212 67 146 58 51 54 76 47 46 97 306 47
internal_value=0 0.000979543 0.00900929 -0.00042518 -0.000607395 -0.000348308 0.000985764 -0.00194898 -0.00131104 -0.000782393 0.000486048 7.32773e-05 -0.00629331 0.000212788 -0.00407214 0.00100517 -0.000871846 0.00403482 0.00650283 0.00216657 -0.00206757 -0.000777534 0.00120516
internal_weight=0 1068 93 2668 2619 2505 1366 1139 1064 1018 1317 1265 114 975 152 823 508 315 239 192 454 403 94
internal_count=3736 1068 93 2668 2619 2505 1366 1139 1064 1018 1317 1265 114 975 152 823 508 315 239 192 454 403 94
is_linear=0
shrinkage=0.0995203


Tree=1124
num_leaves=17
num_cat=0
split_feature=19 5 6 26 26 26 5 3 2 6 6 6 2 3 6 30
split_gain=0.317483 0.236211 1.40051 0.257469 0.76867 0.573355 0.407514 0.455929 0.956639 0.45683 0.373837 0.99946 0.419776 0.883014 0.203838 0.201831
threshold=-0.10411999999999999 -0.53715999999999997 -0.13578499999999999 -0.054024999999999997 -0.077514999999999987 -0.025024999999999999 -0.50544999999999984 0.11721500000000003 0.14685000000000001 -0.42102499999999998 -0.09007999999999998 -0.10754999999999999 -0.019910000000000001 0.086895000000000014 -0.23020499999999999 0.086935000000000026
decision_type=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 -9 -8 11 14 13 -12 -3 -14
right_child=1 3 -4 5 -6 6 7 8 -10 -11 12 -13 15 -15 -16 -17
leaf_value=0.007157618903892592 0.017898147835689167 0.0020553970552784732 -0.0038969898045713817 -0.011333021532165847 0.011983598238498873 -0.0079266323213225322 -0.009524064852473417 0.0071283399048381992 -0.0033498406885507639 -0.00035263958214829568 0.012850627950822707 0.014032580016603019 -0.010551007074585297 -0.0025952907790274152 -0.0061940382850956942 -0.0017327720885942661
leaf_weight=64 47 75 77 47 66 67 55 230 138 2468 48 65 59 155 49 46
leaf_count=64 47 75 77 47 66 67 55 230 138 2468 48 65 59 155 49 46
internal_value=0 8.73356e-05 0.00435747 -6.08367e-05 0.00189202 -0.000426985 -0.000253421 -7.53085e-05 0.0031968 -0.000552896 0.000550243 0.00403579 -0.00158596 0.00105292 -0.00119786 -0.00669558
internal_weight=0 3692 124 3568 563 3005 2958 2891 368 2523 497 189 308 203 124 105
internal_count=3756 3692 124 3568 563 3005 2958 2891 368 2523 497 189 308 203 124 105
is_linear=0
shrinkage=0.0995203


Tree=1125
num_leaves=10
num_cat=0
split_feature=19 21 29 8 29 29 1 5 17
split_gain=0.257441 0.248161 0.280777 0.572277 0.292295 0.301386 0.211298 0.466529 0.405734
threshold=-0.10411999999999999 -0.13730999999999999 -0.082294999999999993 -0.07034 -0.080349999999999991 -0.073279999999999998 0.27998000000000006 -0.44524499999999995 0.6218950000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 8 -8 -7
right_child=1 2 4 -5 5 6 7 -9 -10
leaf_value=0.006445291449869061 0.0069050430424452951 0.0095607703637059904 -0.0076901249636272843 -0.0020568974156000472 0.0073464063940132098 -0.00028828131222523892 -0.00019925139267032966 0.0089447891739930091 -0.008553207893697316
leaf_weight=64 52 87 51 81 53 3041 189 78 60
leaf_count=64 52 87 51 81 53 3041 189 78 60
internal_value=0 7.85337e-05 -1.87631e-05 0.00395452 -0.000211255 -9.95209e-05 -0.000216936 0.00246898 -0.00044846
internal_weight=0 3692 3640 168 3472 3421 3368 267 3101
internal_count=3756 3692 3640 168 3472 3421 3368 267 3101
is_linear=0
shrinkage=0.0995203


Tree=1126
num_leaves=20
num_cat=0
split_feature=4 17 17 4 4 3 2 7 0 23 21 21 2 4 5 5 20 20 29
split_gain=0.218517 0.843223 0.743797 0.687109 0.67727 0.610403 1.8341 0.511633 0.461796 0.431822 0.41936 0.605171 1.32139 2.41936 1.57477 0.665468 0.60925 0.511417 0.348461
threshold=0.08544000000000003 -0.55380499999999999 -0.56368999999999991 0.082335000000000019 0.078940000000000024 0.083875000000000019 -0.087359999999999993 0.020750000000000005 -0.13752999999999999 -0.065019999999999981 -0.0022649999999999997 0.08708500000000001 -0.073194999999999996 0.11325500000000004 0.066275000000000014 -0.0060949999999999997 -0.071149999999999991 -0.058504999999999995 -0.011859999999999999
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 10 -7 -9 17 12 14 -14 -12 16 -13 -4 -10
right_child=2 3 7 -5 -6 8 -8 9 18 -11 11 15 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.013647359048809605 0.013522501203034335 0.00577817974931047 -0.012982071676555979 -0.010502653860827306 0.011426220385675163 0.009879697598206812 -0.017294827077917286 -6.5367406196013226e-05 0.0085154993514185377 0.011529674163116725 -0.019543032402097368 0.0077498558225768148 0.016254876898747137 -0.0016896017768337703 0.0056845716583347958 -0.0098349785612368602 -0.0034138938274500441 0.0003885997911375493 -4.9071650558906298e-05
leaf_weight=46 48 64 52 61 52 49 73 55 48 75 48 74 139 160 50 88 140 62 2372
leaf_count=46 48 64 52 61 52 49 73 55 48 75 48 74 139 160 50 88 140 62 2372
internal_value=0 -0.000285615 0.00143667 -5.92602e-05 0.000180104 -4.3987e-05 -0.00651022 0.000820614 0.00031448 0.00661778 -0.000105356 0.000806414 0.0033613 0.00664974 -0.00666346 -0.00254945 0.000442644 -0.00570312 0.000120466
internal_weight=0 2765 991 2719 2658 2606 137 943 2469 130 813 699 397 299 98 302 214 114 2420
internal_count=3756 2765 991 2719 2658 2606 137 943 2469 130 813 699 397 299 98 302 214 114 2420
is_linear=0
shrinkage=0.0995203


Tree=1127
num_leaves=20
num_cat=0
split_feature=19 4 17 17 0 5 9 0 3 20 17 4 3 1 3 2 19 3 4
split_gain=0.207014 0.233326 0.887449 1.1875 0.861048 1.65398 1.43196 1.32718 3.00904 0.567923 0.516304 0.511903 0.495138 0.556267 0.35075 0.701902 0.368569 0.495214 0.32726
threshold=-0.112555 0.08858000000000002 0.0053950000000000014 0.12374500000000002 -0.105055 -0.079124999999999987 -0.0060949999999999997 -0.23099 0.11387500000000002 -0.052259999999999994 0.26639000000000007 0.086205000000000018 0.16149500000000003 -0.50158499999999984 0.14166500000000004 0.097285000000000024 0.13265500000000005 0.10684000000000003 0.11355500000000003
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 4 -4 5 7 -7 -3 -9 18 -5 14 13 -11 15 16 17 -2 -6
right_child=1 2 3 10 9 6 -8 8 -10 12 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0059022166072798003 0.0001356814829157485 -0.010691969903274531 -0.01587640526036661 0.0072435959851255985 -0.011436810087397766 0.0051858573598704697 0.029541320310415651 0.026123416667090317 -0.0052881432531330938 -0.0043921329533949238 -0.0066690562078390537 -0.0106934459479163 -0.0070852605146267608 0.0059234499611555622 0.0069485552034153483 -0.011626389439613544 0.006574640954177955 -0.0041821022711476521 -0.00029494232035876179
leaf_weight=61 2243 58 63 62 55 46 50 51 74 66 46 47 49 239 66 54 78 298 50
leaf_count=61 2243 58 63 62 55 46 50 51 74 66 46 47 49 239 66 54 78 298 50
internal_value=0 5.66285e-05 0.00144133 -0.00501689 0.00293885 0.00729912 0.0178795 0.00174427 0.00752123 0.000286708 0.00131026 -0.000394869 0.00219494 0.00368854 -0.000217851 -0.000395106 -0.00016322 -0.000370372 -0.00613896
internal_weight=0 3695 909 171 738 279 96 183 125 459 108 2786 354 305 2739 2673 2619 2541 105
internal_count=3756 3695 909 171 738 279 96 183 125 459 108 2786 354 305 2739 2673 2619 2541 105
is_linear=0
shrinkage=0.0995203


Tree=1128
num_leaves=19
num_cat=0
split_feature=17 26 21 17 2 21 26 1 9 6 6 9 6 21 21 26 2 26
split_gain=0.244424 0.280953 0.662301 0.272977 0.542816 0.594087 0.572255 0.50081 0.375302 0.35936 0.409342 0.345469 0.27508 0.262597 0.298469 0.217686 0.141328 0.00698801
threshold=-0.53166999999999998 0.090715000000000032 0.089350000000000027 -0.24445500000000001 -0.085089999999999985 0.11707000000000002 0.094025000000000011 -0.028565 0.09091500000000001 0.11642500000000001 0.11146500000000002 0.091690000000000021 0.10384500000000003 0.13730000000000006 0.11459000000000003 0.094935000000000033 -0.086050000000000001 0.10089500000000003
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 8 7 -7 -6 -2 10 12 -11 13 14 -5 -13 -1 -17
right_child=3 -3 -4 9 5 6 -8 -9 -10 11 -12 15 -14 -15 -16 17 -18 -19
leaf_value=0.0029998133025528708 -0.0027639052754340207 -0.0030404856655587712 0.013333847391525384 -0.00068070486702871648 -0.0028886131886691679 -0.0086371758427372571 0.0063162273630955768 -0.015930043291579179 0.0084623658913499482 0.0089082908580741769 -0.0093132353698145588 -0.0049115995222619932 0.0063576959066679794 -0.0076321660247937635 0.005176396980519268 0.0025011268175010935 -0.0037109627218635459 0.0043043871537326046
leaf_weight=88 68 67 58 2687 48 47 55 75 52 77 53 47 57 52 89 46 48 46
leaf_count=88 68 67 58 2687 48 47 55 75 52 77 53 47 57 52 89 46 48 46
internal_value=0 0.00250839 0.00442897 -0.00064823 -0.00330633 -0.00619014 -0.000566041 -0.0108474 0.00209399 -0.000357215 -0.000645487 0.00356003 -0.000485969 -0.000624196 -0.000492628 0.000591428 0.000625284 0.00341166
internal_weight=0 261 194 3499 345 225 102 123 120 3154 2938 216 2885 2828 2776 139 136 92
internal_count=3760 261 194 3499 345 225 102 123 120 3154 2938 216 2885 2828 2776 139 136 92
is_linear=0
shrinkage=0.0995203


Tree=1129
num_leaves=20
num_cat=0
split_feature=17 3 0 3 5 4 0 0 17 0 7 5 5 1 11 20 20 11 0
split_gain=0.198158 0.448605 1.28696 1.0171 0.331003 0.540768 0.581077 0.36948 0.34256 0.32104 0.807585 1.00424 1.20743 1.54654 0.306154 0.31764 0.729201 0.406015 0.0585143
threshold=-0.53166999999999998 0.099950000000000025 -0.079665 0.10920500000000002 0.25642500000000007 0.088435000000000027 -0.040384999999999997 -0.064859999999999987 -0.46515999999999996 -0.12236 0.078400000000000011 -0.0050400000000000002 -0.072054999999999994 -0.000195 0.083750000000000033 0.10682000000000003 0.0074100000000000017 -0.15948499999999999 -0.082794999999999994
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 9 6 7 8 -6 10 11 12 13 -2 15 16 17 -11 -17
right_child=4 3 -4 -5 5 -7 -8 -9 -10 14 -12 -13 -14 -15 -16 18 -18 -19 -20
leaf_value=-0.0018763630118433458 -0.022082354040720654 -0.0109253857156567 0.01979848681886022 0.0057172135647440385 0.0027670272304065619 -0.013567327274501023 0.0070988688986144254 -0.011138516656718887 -0.0073847344762900972 0.0073092635634800463 0.0079107844225708816 -0.017804121811484629 0.0082739958332627775 -0.0023870221022339448 0.0076366111248937123 -0.0082688448144985702 0.0093230108362045254 -0.00032758158996054279 -0.0032085739970077309
leaf_weight=66 46 63 46 86 76 47 55 58 58 71 64 47 83 280 53 46 84 2385 46
leaf_count=66 46 63 46 86 76 47 55 58 58 71 64 47 83 280 53 46 84 2385 46
internal_value=0 0.00225844 0.0070185 -0.0013141 -0.000583718 -0.00377987 -0.00191416 -0.00450029 -0.00162091 -0.000290274 -0.00255369 -0.00402418 -0.00243866 -0.00516863 0.000147773 -2.71752e-06 0.000205043 -0.000106476 -0.00574761
internal_weight=0 261 112 149 3499 294 247 192 134 3205 520 456 409 326 2685 2632 2540 2456 92
internal_count=3760 261 112 149 3499 294 247 192 134 3205 520 456 409 326 2685 2632 2540 2456 92
is_linear=0
shrinkage=0.0995203


Tree=1130
num_leaves=24
num_cat=0
split_feature=17 3 8 3 3 3 0 21 20 18 18 0 8 8 3 3 17 3 9 0 3 20 0
split_gain=0.160648 0.363667 1.25329 0.824752 0.197518 0.654581 1.0339 0.978617 0.548498 0.45174 0.351257 0.387461 0.355763 0.317774 0.956177 0.815679 0.67531 0.664337 0.527112 0.89847 0.518718 0.547019 0.48774
threshold=-0.53166999999999998 0.099950000000000025 -0.078844999999999985 0.10920500000000002 0.10583000000000002 0.099950000000000025 -0.071340000000000001 0.08241500000000003 -0.074329999999999993 -0.17307499999999998 -0.12363 -0.22163999999999998 0.10649000000000002 -0.073644999999999988 0.11125500000000002 0.10850000000000003 0.12439000000000001 0.11404500000000002 -0.035004999999999994 -0.052884999999999995 0.11578500000000001 -0.079154999999999989 -0.077314999999999981
decision_type=2 2 2 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 9 7 -7 -9 -2 -11 -12 -13 14 -6 -15 20 22 -19 -20 -16 -22 -17
right_child=4 3 -4 -5 13 6 -8 8 -10 10 11 12 -14 15 16 17 -18 18 19 -21 21 -23 -24
leaf_value=-0.0053915060502919493 0.0089967361591640534 -0.0098380893307588695 0.015776685864450902 0.0051482350174766054 -0.014481911021071244 0.019819756300354933 -0.007351658865634267 -0.0041378350222853327 0.0099681009247137107 -0.007456847456656251 -0.0071237272757448192 -4.8305536898343349e-05 -0.0075245190515641196 0.011878664061760642 0.0050148226454663153 -0.015687445133189572 0.007849213123678072 0.010549051648815233 0.0034462101412722989 -0.0080382178890877308 0.0040621130939656937 -0.0078593685049290363 -0.0013973529140049186
leaf_weight=50 48 63 62 86 69 55 50 50 60 75 85 2100 65 51 56 49 61 46 177 109 47 200 46
leaf_count=50 48 63 62 86 69 55 50 50 60 75 85 2100 65 51 56 49 61 46 177 109 47 200 46
internal_value=0 0.00203337 0.00631929 -0.00118277 -0.00052565 -8.16891e-05 0.00517619 0.00897746 0.00354887 -0.000558411 -0.000756031 -0.000532307 -0.000273143 -0.00178597 -0.00373888 -1.51939e-05 -0.00170018 -0.00143769 0.00065985 -0.000927861 -0.00362537 -0.00558759 -0.00877665
internal_weight=0 261 112 149 3499 2588 215 165 110 2373 2325 2250 2165 911 433 478 364 427 332 286 303 247 95
internal_count=3760 261 112 149 3499 2588 215 165 110 2373 2325 2250 2165 911 433 478 364 427 332 286 303 247 95
is_linear=0
shrinkage=0.0995203


Tree=1131
num_leaves=20
num_cat=0
split_feature=0 0 1 4 1 20 4 4 4 18 19 2 0 4 0 29 0 2 5
split_gain=0.13765 1.17944 0.499845 1.44345 1.35616 1.26276 0.932549 0.644898 0.508335 0.260769 0.44274 0.427104 0.319052 1.35579 0.603772 0.414164 0.393956 0.356704 0.0832494
threshold=-0.13752999999999999 -0.14124499999999998 -0.0064949999999999999 0.088720000000000021 0.0033150000000000007 -0.048779999999999997 0.11132500000000002 0.094725000000000018 0.081540000000000015 0.31227500000000008 0.11896000000000002 -0.055654999999999996 -0.105055 0.09717000000000002 -0.10096999999999999 0.0050600000000000011 -0.097734999999999989 -0.080974999999999991 -0.06241
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 -4 -6 7 -7 -1 10 12 18 13 17 -14 16 -16 -2 -12
right_child=9 -3 4 -5 5 6 -8 -9 -10 -11 11 -13 14 -15 15 -17 -18 -19 -20
leaf_value=0.0033629468950716252 -0.0076704292859024591 -0.016682346286509653 -0.018414395281664931 0.015783749059461154 0.010307314336484564 -0.006434017176809503 -0.012922509771317552 0.010137517610276741 -0.011056981316596728 0.0069150877666210586 -0.0047269559242244545 -0.013403523576249759 -0.0098350596211973507 0.017700658820241605 0.0076554993308439101 0.0072143245973638886 -0.00036869551462324928 0.0028146966651985336 0.0012501254258132236
leaf_weight=51 52 48 46 64 82 46 76 47 46 52 46 47 63 52 62 77 2673 84 46
leaf_count=51 52 48 46 64 82 46 76 47 46 52 46 47 63 52 62 77 2673 84 46
internal_value=0 -0.00184028 -0.000282985 0.00418043 -0.0027053 0.000170394 -0.00474327 0.00193204 -0.00346693 -7.54945e-05 -0.000189276 -0.00568274 5.97517e-05 0.00403195 -0.000199711 1.58683e-05 -0.000186495 -0.0011883 -0.00172952
internal_weight=0 506 458 161 297 251 169 93 97 3254 3202 139 3063 188 2875 2812 2735 136 92
internal_count=3760 506 458 161 297 251 169 93 97 3254 3202 139 3063 188 2875 2812 2735 136 92
is_linear=0
shrinkage=0.0995203


Tree=1132
num_leaves=19
num_cat=0
split_feature=17 4 17 17 20 20 17 8 8 26 21 21 2 20 17 26 17 21
split_gain=0.205177 0.846244 0.374916 0.325846 0.2113 0.616648 0.523537 0.741546 0.649306 0.574805 0.385489 0.63359 0.366623 0.364326 0.308396 0.5899 0.574117 0.221936
threshold=-0.54604999999999992 0.08167000000000002 -0.53299999999999992 -0.55286000000000002 -0.081564999999999985 -0.080754999999999993 -0.011809999999999999 -0.084044999999999995 -0.088520000000000001 0.084645000000000012 0.09266000000000002 0.08708500000000001 -0.075899999999999995 -0.079864999999999992 -0.41426000000000002 0.095150000000000026 -0.23769999999999999 -0.013044999999999999
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 6 -6 9 8 -8 10 11 -4 17 -7 15 -15 -16 -9
right_child=2 -3 4 -5 5 13 7 12 -10 -11 -12 -13 -14 14 16 -17 -18 -19
leaf_value=-0.015067692553295084 0.0083381234115549995 0.0036963337892874592 -0.00020573507036522135 -0.0035408109468248075 0.010979434668036477 -0.0079514446191323584 0.00024581942484428859 -0.0047189754904833599 0.013791699491435527 -0.011953257308681941 0.0040859645585509738 -0.012610877474289749 -0.009783451805938894 0.00045949113343133241 -0.00819071337523632 0.011936842203301951 0.00027298351653949458 0.0043282603574818744
leaf_weight=52 54 90 116 46 53 54 75 50 66 77 71 63 56 145 82 64 2483 58
leaf_count=52 54 90 116 46 53 54 75 50 66 77 71 63 56 145 82 64 2483 58
internal_value=0 -0.00326451 0.000108671 -0.00966547 -1.75946e-05 0.00034367 -0.00166573 0.00129805 0.00659225 -0.00443262 -0.00211299 -0.00457637 -0.00324868 0.000144054 0.00030194 0.00397801 2.08989e-06 0.000132145
internal_weight=0 188 3567 98 3513 2881 632 305 141 327 250 179 164 2828 2774 209 2565 108
internal_count=3755 188 3567 98 3513 2881 632 305 141 327 250 179 164 2828 2774 209 2565 108
is_linear=0
shrinkage=0.0995203


Tree=1133
num_leaves=11
num_cat=0
split_feature=17 4 17 6 1 3 1 0 9 0
split_gain=0.166374 0.686332 0.304004 0.28446 0.188132 0.985379 0.41497 0.349371 0.430488 0.193766
threshold=-0.54604999999999992 0.08167000000000002 -0.53299999999999992 -0.047249999999999993 -0.51253999999999988 0.093715000000000021 -0.40145499999999995 0.076335000000000014 -0.22988499999999998 -0.051394999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 -6 8 -8 -10
right_child=2 -3 4 -5 6 -7 7 -9 9 -11
leaf_value=-0.0036403358951674208 0.0075083112182718634 0.0033284738837384988 0.0052979274809047188 -0.014411177152736572 0.0073292575032397837 -0.01487763473171059 0.0075172919616355374 -0.0084019326185503923 9.4577420292313714e-05 -0.0030252024429809083
leaf_weight=52 54 90 50 46 77 46 75 49 3005 211
leaf_count=52 54 90 50 46 77 46 75 49 3005 211
internal_value=0 -0.00293963 9.78792e-05 -0.00870439 -1.57972e-05 -0.004361 0.000106041 -6.02371e-05 6.37145e-05 -0.000109855
internal_weight=0 188 3567 98 3513 96 3417 3340 3291 3216
internal_count=3755 188 3567 98 3513 96 3417 3340 3291 3216
is_linear=0
shrinkage=0.0995203


Tree=1134
num_leaves=18
num_cat=0
split_feature=3 3 0 0 8 8 0 8 29 1 4 9 21 9 0 19 8
split_gain=0.170103 0.455473 0.606114 0.455855 0.310619 0.909166 0.418945 0.422233 0.577101 0.266265 0.831108 0.322092 0.843375 0.577435 0.318873 0.759343 0.497616
threshold=0.12212000000000002 0.13547000000000003 -0.110495 -0.059114999999999994 -0.041669999999999992 0.10528000000000003 -0.110495 -0.39070999999999995 -0.046564999999999995 0.50996500000000011 0.11995000000000003 -0.093949999999999992 0.08846500000000003 -0.082514999999999991 -0.085349999999999995 0.11174500000000002 -0.186225
decision_type=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 -3 -8 -9 10 11 12 -1 -13 16 -16 -15
right_child=1 4 3 -5 5 -7 7 8 -10 -11 -12 13 -14 14 15 -17 -18
leaf_value=-0.014251788439930616 -0.0027102632764677516 0.0052622922894414708 0.017354549030994544 0.0037415051737083702 0.010507393904481405 -0.0066584720631195568 0.0021429899108509681 -0.0014350273250410379 -0.016977125053115803 0.0053001969620690833 -0.012801693604304519 0.010555005443209489 0.0039700033749099587 0.011107884098191028 -0.00058705426925721217 -0.009325312982322382 0.00056834997432596323
leaf_weight=54 49 46 51 47 74 52 46 46 49 82 53 50 47 46 1596 105 1262
leaf_count=54 49 46 51 47 74 52 46 46 49 82 53 50 47 46 1596 105 1262
internal_value=0 0.00174389 0.00631381 0.0108342 -0.000399752 0.00341657 -0.00297556 -0.00566889 -0.0094601 -0.00029905 -0.000442205 -0.00023465 -0.00576424 -5.18104e-05 -0.000228334 -0.00112693 0.000939633
internal_weight=0 460 147 98 313 126 187 141 95 3295 3213 3160 101 3059 3009 1701 1308
internal_count=3755 460 147 98 313 126 187 141 95 3295 3213 3160 101 3059 3009 1701 1308
is_linear=0
shrinkage=0.0995203


Tree=1135
num_leaves=15
num_cat=0
split_feature=4 8 8 1 4 9 9 3 17 1 19 9 8 21
split_gain=0.169132 0.614635 0.587535 0.562491 0.355919 0.253975 0.457717 0.519053 0.606238 0.519172 0.365381 0.246419 0.255647 0.226016
threshold=0.13528000000000004 -0.01187 -0.094375000000000001 0.42491000000000007 0.13146500000000003 0.10706000000000003 0.11076000000000003 0.12212000000000002 0.026115000000000006 -0.049499999999999995 -0.071824999999999986 0.10312000000000003 0.20353000000000004 0.12487500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 10 -7 8 9 -8 -1 12 13 -12
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 11 -13 -14 -15
leaf_value=0.007225084671257734 -0.0046342504398886614 0.012206181009598648 -0.0095404132887299646 0.0098825367008814335 -0.0083783252477131857 0.011723767435491706 0.0020575799257785458 0.0077651017938405375 0.0074839804669532585 -0.011209997680696339 -0.00039292479941956598 -0.0061259143301811338 -0.0076350190553860836 0.0045390616368624201
leaf_weight=62 46 51 48 62 52 47 49 77 47 72 2925 75 47 95
leaf_count=62 46 51 48 62 52 47 49 77 47 72 2925 75 47 95
internal_value=0 0.00272125 -0.000374348 0.00369188 -0.00020521 -8.34077e-05 0.00272608 0.000996655 -0.00210068 -0.00583041 -0.000339709 -0.000489243 -0.000351138 -0.000237508
internal_weight=0 207 156 108 3548 3496 292 245 168 121 3204 3142 3067 3020
internal_count=3755 207 156 108 3548 3496 292 245 168 121 3204 3142 3067 3020
is_linear=0
shrinkage=0.0995203


Tree=1136
num_leaves=16
num_cat=0
split_feature=9 0 18 18 3 26 26 9 0 9 19 0 2 19 0
split_gain=0.28596 0.645079 0.475461 0.776884 0.497132 0.533886 0.547238 0.397627 1.87003 1.06047 0.455202 0.462697 0.535311 0.62598 0.476244
threshold=0.083325000000000024 0.099665000000000017 0.14607000000000003 0.10189500000000003 0.17152000000000003 0.09032500000000003 0.0054200000000000012 0.083925000000000013 -0.085794999999999996 0.084055000000000032 -0.069514999999999993 -0.142265 -0.085944999999999994 0.10135500000000001 -0.105055
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -2 -9 -11 -12 13 -13 -14
right_child=7 -3 -4 -5 -6 -7 -8 9 -10 10 11 12 14 -15 -16
leaf_value=0.0016326797864642754 0.0056652829184876798 -0.0071810302603934001 0.012098033474153943 -0.0080581220361202553 0.011719629980851605 -0.0057805993919211622 0.0090896275477912597 0.014682588239701632 -0.020882725952075659 -0.0084987407910167758 0.0070297783972204861 -0.0019079955866032794 0.0081651479195511776 -0.012599849142381889 0.00010672775000770355
leaf_weight=643 58 78 46 74 55 80 115 47 48 67 85 569 76 60 1647
leaf_count=643 58 78 46 74 55 80 115 47 48 67 85 569 76 60 1647
internal_value=0 0.00153743 0.00220956 0.00173832 0.00255103 0.0019483 0.00276509 -0.000376085 -0.00634874 -0.000127587 -0.0004059 -0.000183069 -0.000444086 -0.00292919 0.000462653
internal_weight=0 1091 1013 967 893 838 758 2657 106 2551 2504 2437 2352 629 1723
internal_count=3748 1091 1013 967 893 838 758 2657 106 2551 2504 2437 2352 629 1723
is_linear=0
shrinkage=0.0995203


Tree=1137
num_leaves=17
num_cat=0
split_feature=9 0 17 2 6 3 3 3 9 0 9 19 0 2 4 0
split_gain=0.231861 0.523104 0.428198 0.47298 0.511669 0.614304 1.55118 1.24586 0.322334 1.51643 0.859896 0.369107 0.375183 0.434121 1.11164 0.386162
threshold=0.083325000000000024 0.099665000000000017 -0.47367999999999999 0.42989000000000011 0.096575000000000022 0.096385000000000012 0.10611500000000003 0.090905000000000027 0.083925000000000013 -0.085794999999999996 0.084055000000000032 -0.069514999999999993 -0.142265 -0.085944999999999994 0.10722500000000003 -0.105055
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 -7 -4 9 -2 -10 -12 -13 14 -14 -15
right_child=8 -3 3 -5 -6 6 -8 -9 10 -11 11 12 13 15 -16 -17
leaf_value=-0.0068925510350142469 0.0051014732370559205 -0.0064663723028952217 0.00062882369326318572 0.011889171357296537 0.010250150432967828 0.015618257223252916 0.00091097579999756164 -0.015665450918587932 0.013221374779001418 -0.018804473346273765 -0.0076529447887761981 0.0063301735132450555 -0.0040346563486183254 0.0073525509072519448 0.0098986887815185436 9.6106275110938199e-05
leaf_weight=51 58 78 333 50 68 88 369 54 47 48 67 85 566 76 63 1647
leaf_count=51 58 78 333 50 68 88 369 54 47 48 67 85 566 76 63 1647
internal_value=0 0.00138443 0.00198974 0.00246148 0.00194372 0.00127351 0.00374481 -0.00164268 -0.000338596 -0.00571614 -0.000114825 -0.000365473 -0.000164783 -0.000399856 -0.0026378 0.000416657
internal_weight=0 1091 1013 962 912 844 457 387 2657 106 2551 2504 2437 2352 629 1723
internal_count=3748 1091 1013 962 912 844 457 387 2657 106 2551 2504 2437 2352 629 1723
is_linear=0
shrinkage=0.0995203


Tree=1138
num_leaves=16
num_cat=0
split_feature=6 0 6 3 3 7 6 8 2 6 8 6 0 2 1
split_gain=0.187915 0.186423 0.439011 0.420755 0.479796 0.229737 0.653353 0.336449 1.07701 0.554404 1.86604 0.880979 0.956525 0.28047 0.353671
threshold=0.23663500000000004 -0.16969499999999998 -0.031674999999999995 0.098000000000000018 0.11492500000000001 0.079440000000000024 -0.013304999999999999 -0.1205 0.11392500000000001 -0.082809999999999995 -0.409445 0.024640000000000006 -0.03431 0.096520000000000022 -0.15528499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 9 13 10 -3 12 -11 14 -9
right_child=-2 5 -4 4 -6 6 -8 8 -10 11 -12 -13 -14 -15 -16
leaf_value=-0.0057180618241293507 -0.0058525032049822727 -0.0026979535455153867 0.011104013773961178 0.011655591886654836 -0.00092125897433283804 0.0028520371037296043 -0.012790626690564385 -0.0037737759942531902 -0.013791966872921965 -0.014163081320359342 0.021706684965387222 0.010692024536144299 0.0043240282241823443 0.0068733267889287191 0.00031504452042225564
leaf_weight=66 51 68 51 50 75 56 50 227 56 58 57 49 53 60 2721
leaf_count=66 51 68 51 50 75 56 50 227 56 58 57 49 53 60 2721
internal_value=0 0.000229609 0.00289992 0.000705005 0.00410293 4.23344e-05 -0.00451886 0.000186946 -0.000117018 0.0034577 0.00842402 -0.000417117 -0.00532853 0.000137297 0
internal_weight=0 3697 242 191 125 3455 106 3349 3064 285 125 160 111 3008 2948
internal_count=3748 3697 242 191 125 3455 106 3349 3064 285 125 160 111 3008 2948
is_linear=0
shrinkage=0.0995203


Tree=1139
num_leaves=20
num_cat=0
split_feature=9 18 17 18 8 18 18 1 1 18 5 9 1 9 19 21 26 17 1
split_gain=0.184977 0.500784 0.608079 0.746576 1.06833 0.588996 1.07377 0.574384 0.454946 0.89265 0.780098 0.261477 0.724171 0.694879 0.292266 0.278498 0.339016 0.437557 0.411274
threshold=0.083325000000000024 0.14607000000000003 -0.095109999999999986 -0.17307499999999998 -0.077889999999999987 0.10189500000000003 0.089365000000000014 -0.47779999999999995 -0.047239999999999997 -0.065634999999999985 0.063170000000000018 0.083925000000000013 -0.082635 0.084055000000000032 -0.069514999999999993 0.14016000000000003 -0.16205499999999998 -0.0071449999999999994 0.054560000000000004
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 6 8 -6 10 -10 -4 12 -2 -13 -15 16 17 -16 -18
right_child=11 -3 5 4 7 -7 -8 -9 9 -11 -12 13 -14 14 15 -17 18 -19 -20
leaf_value=0.0055168180102290491 0.0038699629339467479 0.011163563565364838 0.013207228147043842 0.0026016930256466718 -0.0061359293035070607 -0.006366716681157617 0.017556592367523029 -0.020271630269077578 -0.010966796548933663 0.0021122815789748582 -0.0024562532295212096 0.011874227802188978 -0.012645630553492083 -0.0068242828663441909 -0.0010974567596883044 0.0068398097817932097 8.4672926800898523e-06 0.012471239499241674 -0.0036722066457838738
leaf_weight=68 48 48 82 75 62 73 47 53 58 474 51 47 58 67 48 55 1932 46 356
leaf_count=68 48 48 82 75 62 73 47 53 58 474 51 47 58 67 48 55 1932 46 356
internal_value=0 0.00122324 0.000764994 -0.00342533 -0.00662999 0.00214324 0.0030169 -0.0126578 0.00198805 0.000684827 0.00719478 -0.00031575 -0.00515915 -0.000114174 -0.000339523 -0.000160903 -0.000322892 0.00553384 -0.000563867
internal_weight=0 1091 1043 258 190 785 712 115 665 532 133 2657 106 2551 2504 2437 2382 94 2288
internal_count=3748 1091 1043 258 190 785 712 115 665 532 133 2657 106 2551 2504 2437 2382 94 2288
is_linear=0
shrinkage=0.0995203


Tree=1140
num_leaves=11
num_cat=0
split_feature=35 1 12 8 2 3 30 0 0 9
split_gain=0.220619 0.349208 0.499456 0.435639 0.686559 0.248583 0.333391 0.439309 0.27982 0.263352
threshold=0.004000000000000001 0.50996500000000011 0.08790000000000002 -0.10115999999999999 -0.021165 -0.018634999999999995 0.094680000000000028 0.12433000000000002 0.042275000000000014 0.093825000000000033
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 -1 7 8 -7 -9
right_child=-2 3 -4 4 -6 6 -8 9 -10 -11
leaf_value=0.0069514551363957545 -0.0064781511778480953 0.013099618717553777 -0.010186600673056368 0.0098055406396616498 -0.0066872682038181426 0.00028705254705334044 -0.0058311981484917095 0.012039476170401277 -0.0044078361401984519 0.0021654541028463419
leaf_weight=54 48 46 46 49 51 3123 90 48 131 61
leaf_count=54 48 46 46 49 51 3123 90 48 131 61
internal_value=0 0.000311932 0.000115681 0.00508222 0.00138602 0.000251045 0.000146023 0.000306228 9.77934e-05 0.00652116
internal_weight=0 3699 3553 146 100 3507 3453 3363 3254 109
internal_count=3747 3699 3553 146 100 3507 3453 3363 3254 109
is_linear=0
shrinkage=0.0995203


Tree=1141
num_leaves=21
num_cat=0
split_feature=20 20 4 21 18 5 8 8 17 8 20 21 8 20 17 3 1 1 20 6
split_gain=0.207099 0.622892 0.466603 0.390385 0.38169 1.11568 0.415311 0.832441 1.4269 0.86106 0.36601 0.82184 0.646774 0.358398 0.427958 0.402084 0.784201 0.527287 0.849191 0.485211
threshold=-0.08231999999999999 -0.081189999999999998 0.10947000000000003 -0.085574999999999998 0.15891500000000006 -0.026719999999999997 -0.084129999999999996 -0.085289999999999991 -0.020405 -0.086154999999999995 -0.072005 0.11228000000000003 -0.082654999999999992 -0.08323499999999999 -0.51498499999999992 0.087325000000000028 -0.012224999999999998 -0.011155 -0.096095 -0.010459999999999999
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 13 -3 6 -6 7 9 -9 -5 11 -8 -12 14 -1 16 -16 19 -19 -17
right_child=1 3 -4 4 5 -7 10 8 -10 -11 12 -13 -14 -15 15 17 -18 18 -20 -21
leaf_value=0.0094744672424127811 0.0090430652402370484 0.0078739577459791057 -0.008540555882519018 -0.0012139774686024485 0.0046735195046375376 -0.01623785554141402 0.0089382034566508305 0.0023750458734229322 -0.021517933466573769 0.0099732623677898577 0.0082639372234207236 -0.0039331589022742535 0.00018245349104526395 -0.0079603696270302941 0.0022939004603147496 -0.011886759353497757 -0.015255023758673845 0.010537369607981999 -0.0015650793933468768 0.00097866532102787104
leaf_weight=47 83 66 80 860 50 51 159 48 51 74 105 71 1493 56 53 49 48 104 128 71
leaf_count=47 83 66 80 860 50 51 159 48 51 74 105 71 1493 56 53 49 48 104 128 71
internal_value=0 0.000537088 -0.00143365 0.000303662 0.000134702 -0.00587759 0.000347237 -0.00124743 -0.00992519 -0.000326745 0.00124883 0.00496131 0.000713977 -0.000409599 0.000434451 -0.000501669 -0.00603808 0.00108458 0.00385663 -0.0042679
internal_weight=0 3111 636 3028 2962 101 2861 1033 99 934 1828 230 1598 556 500 453 101 352 232 120
internal_count=3747 3111 636 3028 2962 101 2861 1033 99 934 1828 230 1598 556 500 453 101 352 232 120
is_linear=0
shrinkage=0.0995203


Tree=1142
num_leaves=22
num_cat=0
split_feature=20 20 17 5 26 5 6 6 20 0 1 20 1 18 5 0 6 20 17 20 17
split_gain=0.167947 0.505066 0.397082 0.709951 0.462796 0.536406 0.90491 0.509888 0.707871 0.526875 0.395235 0.348951 0.6083 0.426329 1.29599 0.450271 1.95305 1.1817 0.501069 0.656206 0.561194
threshold=-0.08231999999999999 -0.081189999999999998 0.11180000000000002 -0.082179999999999989 0.086255000000000012 -0.27860999999999997 -0.092034999999999992 -0.0083399999999999985 -0.16295499999999999 -0.092724999999999988 -0.010395 -0.079864999999999992 -0.00050999999999999993 0.15891500000000006 -0.026719999999999997 -0.17809 -0.043894999999999997 -0.000135 -0.011514999999999999 -0.077044999999999988 -0.008454999999999999
decision_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 -4 5 -1 -7 9 -9 -8 -6 12 -3 15 -15 16 17 -13 19 -17 -20
right_child=1 11 3 -5 10 6 7 8 -10 -11 -12 13 -14 14 -16 18 -18 -19 20 -21 -22
leaf_value=-0.014022263277950101 0.0081430971423200466 -0.013692867269720499 -0.0026956230654273535 0.013404894065777717 -0.0024679573994624239 0.0094202622791484426 -0.01695601158364838 -0.0066269781869996271 0.0088815584838371989 -0.0048812355752950315 0.010038200596780046 -0.012995435868465157 0.0023930374511280188 0.0050792575066445998 -0.017695798153315716 0.011321747177483932 0.022676867012804577 0.0067733511709412728 -0.0096755526805881193 0.0012671921281092022 -0.00047043079087844534
leaf_weight=46 83 47 64 47 51 53 46 62 55 163 49 49 46 51 48 68 48 77 69 1188 1337
leaf_count=46 83 47 64 47 51 53 46 62 55 163 49 49 46 51 48 68 48 77 69 1188 1337
internal_value=0 0.000483716 -0.00129097 0.00411434 -0.00243537 -0.00386959 -0.00263517 -0.00459762 0.000656363 -0.00754276 0.00365188 0.000273495 -0.0057276 0.000463928 -0.00595493 0.000688288 0.00559346 -0.000908015 0.000367357 0.0018122 -0.000922758
internal_weight=0 3111 636 111 525 425 379 326 117 209 100 3028 93 2935 99 2836 174 126 2662 1256 1406
internal_count=3747 3111 636 111 525 425 379 326 117 209 100 3028 93 2935 99 2836 174 126 2662 1256 1406
is_linear=0
shrinkage=0.0995203


Tree=1143
num_leaves=11
num_cat=0
split_feature=35 1 12 8 2 6 27 27 8 8
split_gain=0.150255 0.295242 0.387735 0.353983 0.560395 0.226242 0.206921 0.374382 0.66513 0.205082
threshold=0.004000000000000001 0.50996500000000011 0.08790000000000002 -0.10115999999999999 -0.021165 -0.40707999999999994 0.10630500000000002 0.085600000000000023 -0.090274999999999994 -0.42187000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 -1 7 9 -9 -7
right_child=-2 3 -4 4 -6 6 -8 8 -10 -11
leaf_value=-0.0055961107940769236 -0.0053674645651815029 0.011849626271773613 -0.0090215994586016462 0.0088968244349631811 -0.0060033913662506195 0.0045635034304292426 -0.0054579026142645313 -0.0015191216788700021 0.012192276182857334 2.8774268910163698e-05
leaf_weight=66 48 46 46 49 51 102 61 69 71 3138
leaf_count=66 48 46 46 49 51 102 61 69 71 3138
internal_value=0 0.00023611 5.56422e-05 0.00462229 0.00128953 0.000174939 0.000285868 0.00038977 0.00542867 0.000171787
internal_weight=0 3699 3553 146 100 3507 3441 3380 140 3240
internal_count=3747 3699 3553 146 100 3507 3441 3380 140 3240
is_linear=0
shrinkage=0.0995203


Tree=1144
num_leaves=22
num_cat=0
split_feature=17 17 17 3 3 2 3 2 9 21 1 0 2 17 1 1 2 0 9 4 29
split_gain=0.208494 0.752283 0.498009 0.516476 1.09255 0.494324 0.472215 0.499504 0.644397 0.593436 0.427699 0.985669 1.71744 0.610532 0.425948 0.730436 0.702768 0.594007 0.55594 0.767263 0.403726
threshold=-0.062765000000000001 -0.049834999999999997 -0.07496499999999999 0.08785500000000003 0.088685000000000028 -0.08453999999999999 0.089895000000000017 -0.079604999999999995 0.097510000000000027 0.091135000000000022 -0.15796999999999997 -0.079805000000000001 -0.082234999999999989 -0.14679499999999998 -0.091829999999999995 -0.087484999999999993 -0.087804999999999994 0.032270000000000014 -0.25326499999999996 0.14566000000000004 -0.085559999999999983
decision_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 -4 -6 9 -9 -8 -1 12 13 -12 16 -16 -3 -18 -17 20 -20
right_child=1 14 5 4 6 -7 7 8 -10 -11 11 -13 -14 -15 15 18 17 -19 19 -21 -22
leaf_value=-0.010209042415003443 -0.011786944686463982 -0.0039340219694098885 0.00073738208276235336 0.013639402718797019 -0.0064192136936506092 0.012751938255427329 0.00664863370026165 -0.0034902010724623838 0.0053400251388799449 -0.0023497402584991898 0.0068224871622886056 0.010294779581440053 -0.019347321576593399 -0.0045125594764034863 -0.012137780203011815 -0.010468376750452545 0.015710273828419049 0.0015626969448053524 -0.0088534857668374316 0.012288741316653636 -0.00020198724136498604
leaf_weight=64 58 66 69 69 85 67 257 290 114 101 84 59 56 107 54 53 61 57 55 48 1875
leaf_count=64 58 66 69 69 85 67 257 290 114 101 84 59 56 107 54 53 61 57 55 48 1875
internal_value=0 -0.000594585 0.000934974 0.000328644 0.00159678 0.00666234 0.000614769 0.00140047 -0.000996477 0.0041077 -0.00280863 -0.00125815 -0.00402108 0.000468202 -0.000308125 -0.00071353 0.00428128 0.00888322 -0.00040938 -0.000139438 -0.000448957
internal_weight=0 2327 1422 1286 916 136 847 762 404 358 370 306 247 191 2269 2085 184 118 2031 1978 1930
internal_count=3749 2327 1422 1286 916 136 847 762 404 358 370 306 247 191 2269 2085 184 118 2031 1978 1930
is_linear=0
shrinkage=0.0995203


Tree=1145
num_leaves=14
num_cat=0
split_feature=19 1 18 0 17 0 20 8 21 18 7 10 0
split_gain=0.390707 0.200446 0.205044 0.449001 0.477359 0.388518 0.781897 0.309015 0.396054 0.262969 0.381362 0.691541 0.413294
threshold=-0.10411999999999999 -0.55579999999999996 0.11906500000000002 -0.083514999999999992 -0.046254999999999998 -0.23099 -0.0062099999999999994 -0.080445000000000003 0.098250000000000018 0.11504500000000002 0.079440000000000024 0.077165000000000025 -0.20796499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 6 -3 -5 -9 10 12 -12 -7
right_child=1 2 3 7 -6 9 -8 8 -10 -11 11 -13 -14
leaf_value=0.0077581275592538542 -0.0065351635984997923 -0.015739362505711139 0.014782025229036851 -0.0070547089894751796 0.0021528636723081116 0.0085313347142673135 0.0019599957143909066 0.006597910067476378 -0.0040379641063277814 -0.0070566583818003114 -0.013538818596028086 0.0029849365690384315 4.9428517085008358e-05
leaf_weight=63 48 47 48 54 78 58 52 77 63 53 55 46 3007
leaf_count=63 48 47 48 54 78 58 52 77 63 53 55 46 3007
internal_value=0 -0.000145852 -6.13258e-05 0.00234423 0.00697047 -0.000293573 -0.00643446 -0.000656222 0.00180592 -0.000104456 1.16676e-05 -0.00600504 0.000210202
internal_weight=0 3686 3638 320 126 3318 99 194 140 3219 3166 101 3065
internal_count=3749 3686 3638 320 126 3318 99 194 140 3219 3166 101 3065
is_linear=0
shrinkage=0.0995203


Tree=1146
num_leaves=12
num_cat=0
split_feature=19 29 26 27 3 0 4 27 3 3 1
split_gain=0.316807 0.190329 0.73278 0.261417 0.171461 0.878446 1.04739 0.699794 0.356507 0.335951 0.307851
threshold=-0.10411999999999999 0.0035350000000000004 0.0054200000000000012 -0.0083799999999999986 0.083055000000000018 -0.078954999999999984 0.10619500000000003 0.076710000000000014 0.083815000000000014 0.084235000000000018 0.50644500000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 7 -7 -5 -6 -10 -11
right_child=1 2 -4 4 8 6 -8 -9 9 10 -12
leaf_value=0.0069860373735393076 0.0073093768106599561 -0.0092526528942577443 0.0050862551310274151 -0.013292063008757925 0.007361451692518348 0.015604666268237527 -0.0028855553280155914 0.00046741258455090562 -0.0066099924429038823 0.00031525124724610646 -0.0052987715930844555
leaf_weight=63 48 90 58 89 66 46 89 62 75 2963 100
leaf_count=63 48 90 58 89 66 46 89 62 75 2963 100
internal_value=0 -0.000131292 -0.00362782 1.47414e-05 -8.53515e-05 -0.00242026 0.00340876 -0.00763706 0.000122815 -2.91707e-05 0.000131699
internal_weight=0 3686 148 3538 3490 286 135 151 3204 3138 3063
internal_count=3749 3686 148 3538 3490 286 135 151 3204 3138 3063
is_linear=0
shrinkage=0.0995203


Tree=1147
num_leaves=8
num_cat=0
split_feature=19 13 11 11 1 31 6
split_gain=0.256884 0.181525 0.233571 0.299394 0.402024 0.254876 0.331135
threshold=-0.10411999999999999 1.0000000180025095e-35 -0.40069499999999997 -0.091359999999999997 -0.54365999999999992 1.0000000180025095e-35 -0.46885499999999997
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6
right_child=1 -3 3 4 5 -7 -8
leaf_value=0.0062907854103155317 -0.0071951660691655138 0.0044546978561114852 0.0072206328064689388 -0.0092917653364186208 -0.0056587382744298842 -0.007174194791715471 0.00015411269845850144
leaf_weight=63 47 84 54 48 100 50 3303
leaf_count=63 47 84 54 48 100 50 3303
internal_value=0 -0.000118182 -0.000225051 -0.00013267 -0.000246322 -0.000120345 -1.64623e-05
internal_weight=0 3686 3602 3555 3501 3453 3403
internal_count=3749 3686 3602 3555 3501 3453 3403
is_linear=0
shrinkage=0.0995203


Tree=1148
num_leaves=11
num_cat=0
split_feature=11 5 2 7 10 4 2 20 2 20
split_gain=0.271856 0.218205 0.226551 0.529263 0.403795 0.419334 0.249763 0.151428 0.366105 0.209619
threshold=0.099835000000000021 0.6362850000000001 -0.157135 0.099030000000000021 0.086275000000000018 0.085590000000000013 -0.15012499999999998 -0.16295499999999999 -0.054390000000000001 -0.097769999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 -4 8 -8 -9
right_child=-2 -3 3 -5 -6 -7 7 9 -10 -11
leaf_value=0.0065860722228856146 0.0073823498317047778 -0.0068456847549074667 -0.006846240031755586 -0.011000518107000137 0.010340859473760186 -0.0058014292335465652 0.0017597516770210988 0.0034663533066324388 -0.0098268485437495202 -0.00020525978406074705
leaf_weight=50 46 50 56 46 55 59 56 162 52 3120
leaf_count=50 46 50 56 46 55 59 56 162 52 3120
internal_value=0 -0.000315181 -0.000225645 -0.000395631 0.00338882 -0.000111578 -0.000253831 -0.000144688 -0.0038114 -2.37789e-05
internal_weight=0 3706 3656 3492 164 109 3446 3390 108 3282
internal_count=3752 3706 3656 3492 164 109 3446 3390 108 3282
is_linear=0
shrinkage=0.0995203


Tree=1149
num_leaves=12
num_cat=0
split_feature=11 26 5 3 3 17 1 3 9 18 18
split_gain=0.220443 0.195445 0.181899 0.161857 0.870635 0.488171 0.836317 0.451857 0.243205 0.608517 0.533733
threshold=0.099835000000000021 0.51432000000000022 0.6362850000000001 0.11225500000000002 0.11360500000000003 0.12439000000000001 0.51334500000000016 0.11025500000000002 0.089935000000000029 0.15891500000000006 0.11769500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 6 -6 8 10 -10 -1
right_child=-2 -3 -4 4 5 -7 -8 -9 9 -11 -12
leaf_value=-1.3002677034568608e-05 0.0066476570855745461 -0.006731012158912671 -0.0061644002482359158 0.014303569927935742 0.00046663676506799245 0.0072234584349059328 -0.012409890506984366 -0.0094748768456204176 -0.0010219808233973011 -0.012544173011115985 0.0080074544619797208
leaf_weight=1844 46 46 50 47 544 88 55 54 844 48 86
leaf_count=1844 46 46 50 47 544 88 55 54 844 48 86
internal_value=0 -0.000283836 -0.000202583 -0.000119782 0.00119899 0.000301267 -0.000714316 -0.000456637 -0.00028378 -0.00164293 0.000343962
internal_weight=0 3706 3660 3610 734 687 599 2876 2822 892 1930
internal_count=3752 3706 3660 3610 734 687 599 2876 2822 892 1930
is_linear=0
shrinkage=0.0995203


Tree=1150
num_leaves=12
num_cat=0
split_feature=11 26 5 3 3 3 9 5 9 19 21
split_gain=0.178755 0.158474 0.147493 0.131275 0.705948 0.366385 0.239778 0.355416 0.346967 0.21993 0.372325
threshold=0.099835000000000021 0.51432000000000022 0.6362850000000001 0.11225500000000002 0.11360500000000003 0.11025500000000002 -0.093949999999999992 -0.037239999999999995 -0.01042 0.090990000000000029 0.15544000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -8 10 -6
right_child=-2 -3 -4 4 9 -7 8 -9 -10 -11 -12
leaf_value=0.00070727774648801948 0.0059860814025418443 -0.0060611409353911816 -0.0055509189021339233 0.01288007589159699 0.00019100976007101772 -0.0085319353556958522 0.0048554490751087061 -0.01133237159856257 -0.00033786214169671732 -0.0048519462905922857 0.0095024773608319169
leaf_weight=50 46 46 50 47 567 54 134 47 2591 74 46
leaf_count=50 46 46 50 47 567 54 134 47 2591 74 46
internal_value=0 -0.000255633 -0.000182444 -0.000107861 0.00107978 -0.000411249 -0.000255567 -0.00511793 -8.21841e-05 0.000271285 0.000891086
internal_weight=0 3706 3660 3610 734 2876 2822 97 2725 687 613
internal_count=3752 3706 3660 3610 734 2876 2822 97 2725 687 613
is_linear=0
shrinkage=0.0995203


Tree=1151
num_leaves=19
num_cat=0
split_feature=2 7 4 3 19 8 19 17 0 1 8 19 2 20 3 26 26 27
split_gain=0.161889 0.390956 0.356376 0.68322 0.225656 0.80602 0.974696 0.470104 0.795975 0.387635 0.600107 0.300049 0.327709 0.302169 0.486566 0.338745 0.844436 0.487643
threshold=-0.157135 0.099030000000000021 0.10724500000000002 0.10174000000000002 0.098950000000000024 -0.020084999999999999 0.13251500000000005 -0.0077549999999999997 -0.085754999999999984 -0.000195 -0.084044999999999995 0.077805000000000027 -0.080329999999999999 -0.14946999999999996 0.11663500000000003 0.088325000000000028 0.089150000000000021 0.10360500000000002
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 11 7 -7 8 -6 10 -9 13 -13 14 -2 17 -17 -15
right_child=1 -3 -4 -5 5 6 -8 9 -10 -11 -12 12 -14 15 -16 16 -18 -19
leaf_value=0.0069623081058593113 -0.010512191757470738 -0.0093319890795973293 0.010177778080466576 -0.0064703906793850694 0.01556421744308902 -0.017758721235967653 0.00053999412598539271 -0.013957640842930611 -0.0027439689894440218 0.004056126827182021 0.0012226883941379339 0.011604182964672463 0.00042443722833266322 0.0012909448272012407 0.0024849777983648987 -0.0097072426959110922 -0.00036655176194894373 -0.0086827368805700907
leaf_weight=75 68 47 47 75 46 63 53 51 48 55 52 46 60 1658 49 105 1104 50
leaf_count=75 68 47 47 75 46 63 53 51 48 55 52 46 60 1658 49 105 1104 50
internal_value=0 -0.000315158 0.00261548 0.000240501 -0.000194117 -0.00252574 -0.00939105 0.000631233 0.00620665 -0.00268061 -0.00628584 7.88823e-05 0.00528375 -0.000102692 -0.00506194 9.59408e-05 -0.00117846 0.000998496
internal_weight=0 3555 197 150 3508 368 116 252 94 158 103 3140 106 3034 117 2917 1209 1708
internal_count=3752 3555 197 150 3508 368 116 252 94 158 103 3140 106 3034 117 2917 1209 1708
is_linear=0
shrinkage=0.0995203


Tree=1152
num_leaves=21
num_cat=0
split_feature=2 6 6 17 6 6 17 17 2 17 6 27 6 6 6 7 6 1 18 2
split_gain=0.325382 0.265169 0.416229 0.765444 0.505188 0.400962 1.47948 2.21551 0.771526 1.20044 0.479129 0.549463 0.363758 0.39055 0.360117 0.337679 0.313565 0.273098 1.07989 0.411391
threshold=0.58516500000000016 0.085845000000000019 0.087670000000000012 -0.016659999999999998 0.088055000000000022 -0.015744999999999999 0.016900000000000005 0.12088500000000003 0.0066850000000000008 -0.093784999999999993 -0.01146 0.082745000000000027 -0.03252 -0.042294999999999992 0.08866000000000003 0.073820000000000011 -0.067359999999999989 -0.087154999999999996 -0.094939999999999997 -0.081915000000000002
decision_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 -4 12 8 -8 10 -10 -7 -12 13 15 -6 16 -1 18 -16 -19
right_child=-2 2 4 -5 14 6 7 -9 9 -11 11 -13 -14 -15 17 -17 -18 19 -20 -21
leaf_value=-0.00055361582632372432 -0.0084649856720688098 -0.0017209983436105138 -0.0093284017419248758 0.012106533614893637 0.0087500136923375459 -0.011361899973740177 -0.023791914016371062 0.00039624285062878561 -0.0016780449219300701 0.018996257050976427 -2.798148714019899e-05 -0.011317662295400261 0.0079354987981186901 -0.0075771275011312878 0.0085859274839147938 0.0081045858185610307 0.0037740163421867176 0.0053919382122983002 -0.0063768215830424359 3.0799071428453709e-05
leaf_weight=1258 46 72 50 88 55 49 73 77 66 48 468 47 59 65 65 53 191 192 180 543
leaf_count=1258 46 72 50 88 55 49 73 77 66 48 468 47 59 65 65 53 191 192 180 543
internal_value=0 -4.27223e-05 0.00114004 0.00587903 0.000440445 -0.000643111 -0.00242588 -0.0113699 -0.00044591 0.00701975 -0.00195638 -0.00105989 0.000264215 -2.40989e-05 0.000913162 0.000302218 1.62663e-05 0.000472502 -0.00240377 0.00143237
internal_weight=0 3699 1245 160 1085 2454 828 150 678 114 564 515 1626 1567 1035 1502 1449 980 245 735
internal_count=3745 3699 1245 160 1085 2454 828 150 678 114 564 515 1626 1567 1035 1502 1449 980 245 735
is_linear=0
shrinkage=0.0995203


Tree=1153
num_leaves=12
num_cat=0
split_feature=4 9 2 2 6 6 17 5 5 1 2
split_gain=0.311247 0.323258 0.412898 0.224579 0.205286 0.396017 1.22779 0.374844 0.532187 0.451228 0.287016
threshold=0.15340500000000004 -0.26414499999999996 0.31534000000000012 0.17898500000000003 0.085570000000000021 -0.015744999999999999 0.006145000000000002 0.054660000000000007 -0.018754999999999997 -0.081594999999999987 0.10449500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 10 -7 8 -6 -9 -3
right_child=-2 2 -4 -5 7 6 -8 9 -10 -11 -12
leaf_value=0.0078540222315969816 -0.0071245237695019585 -0.00010545949316195402 -0.0080474867525169493 0.0063276613619827789 -0.00020618040745549955 -0.00044134649200462022 -0.010239400137162988 0.00078083671362664782 0.0044397468912181215 -0.0079439421766241899 0.0050074237886305519
leaf_weight=51 62 1383 64 55 561 609 160 156 432 94 118
leaf_count=51 62 1383 64 55 561 609 160 156 432 94 118
internal_value=0 -1.38848e-05 -0.00012459 1.72951e-05 -8.12679e-05 -0.000644439 -0.00248102 0.000946552 0.00181418 -0.00249641 0.000295941
internal_weight=0 3683 3632 3568 3513 2270 769 1243 993 250 1501
internal_count=3745 3683 3632 3568 3513 2270 769 1243 993 250 1501
is_linear=0
shrinkage=0.0995203


Tree=1154
num_leaves=25
num_cat=0
split_feature=2 6 7 0 3 26 9 26 3 5 8 1 4 6 0 4 0 1 8 6 6 18 26 6
split_gain=0.286033 0.176292 0.313436 0.611167 0.711379 0.30018 1.1537 0.657556 0.505422 0.414781 0.353725 0.292453 0.542396 0.513112 0.491734 0.647699 0.570922 0.368057 0.348013 0.651639 0.828562 0.648544 0.737804 0.247729
threshold=0.58516500000000016 0.085845000000000019 0.075985000000000011 -0.087184999999999999 0.085355000000000028 0.088325000000000028 0.086555000000000021 0.087170000000000011 0.089605000000000018 -0.011514999999999999 -0.085165000000000005 0.27998000000000006 0.11374000000000002 -0.11345499999999999 -0.093375 0.13300500000000004 -0.060944999999999999 0.26846000000000009 -0.085605000000000001 0.083720000000000031 0.038300000000000008 -0.099739999999999995 0.090930000000000025 0.095080000000000012
decision_type=2 2 2 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 -3 7 -7 10 -8 -9 -5 17 13 -13 15 -14 -16 18 21 20 -20 -1 -23 -6
right_child=-2 2 -4 5 23 6 8 9 -10 -11 -12 12 14 -15 16 -17 -18 -19 19 -21 -22 22 -24 -25
leaf_value=0.0082772684146731647 -0.0079180942963813419 0.017335587115100779 -0.005728843233954492 0.0054028548540979767 -0.0028585605775544682 -0.015996079316801571 -0.0043053580932871059 0.0033417635413230526 0.0020183147347312869 0.016520247492131858 -0.0026442159909482602 0.0019079126987824233 -0.013229930870781614 0.015503800670528972 0.011001501289866442 0.0024779737957968907 -0.002131152154738939 -0.0094801237794498346 0.00022954732109571586 0.011665035953205538 -0.012827022016390287 -0.0047941402121078405 0.0056734981612330286 0.0066466322780735472
leaf_weight=50 46 47 66 82 46 46 171 48 467 47 159 63 54 49 57 50 77 49 1291 47 50 541 76 66
leaf_count=50 46 47 66 82 46 46 171 48 467 47 159 63 54 49 57 50 77 49 1291 47 50 541 76 66
internal_value=0 -2.1513e-05 0.000942836 0.00131701 0.00705633 0.000421546 -0.000774099 0.00285798 0.000322129 0.00987027 9.03953e-05 -0.000511095 0.00215192 0.00786343 -0.000532404 -0.00567018 0.00344902 -0.000954476 -0.00075079 0.000146435 -0.000256665 -0.0026191 -0.00350344 0.00273541
internal_weight=0 3699 1245 1179 159 1020 684 336 638 95 241 2454 350 112 238 104 134 2104 2055 1388 1341 667 617 112
internal_count=3745 3699 1245 1179 159 1020 684 336 638 95 241 2454 350 112 238 104 134 2104 2055 1388 1341 667 617 112
is_linear=0
shrinkage=0.0995203


Tree=1155
num_leaves=8
num_cat=0
split_feature=1 9 2 8 2 2 17
split_gain=0.260493 0.246562 0.283012 0.305292 0.450016 0.248717 0.461114
threshold=0.62916000000000016 -0.26414499999999996 0.31534000000000012 -0.42187000000000002 0.15165000000000003 0.12610000000000002 -0.57205499999999987
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.0064853965142971266 -0.0071707854025846451 0.0080669792400500685 -0.0063778922252100871 -0.0099740676675697838 -0.0096636679204771259 0.006137096747339775 5.7791588910866249e-05
leaf_weight=57 51 46 70 46 48 65 3362
leaf_count=57 51 46 70 46 48 65 3362
internal_value=0 -9.07509e-06 -0.000111083 1.16693e-05 -9.33367e-05 3.86983e-05 -7.73749e-05
internal_weight=0 3694 3637 3567 3521 3473 3408
internal_count=3745 3694 3637 3567 3521 3473 3408
is_linear=0
shrinkage=0.0995203


Tree=1156
num_leaves=14
num_cat=0
split_feature=27 29 6 1 5 4 4 9 1 1 5 1 4
split_gain=0.196652 0.378536 0.805461 0.387433 1.10231 0.866239 0.93124 0.340959 0.337366 0.875219 0.531365 0.414644 0.299005
threshold=-0.095019999999999993 0.0035350000000000004 -0.093155000000000002 -0.37983499999999998 0.13648000000000002 0.08167000000000002 0.094025000000000011 0.094085000000000016 -0.15528499999999998 -0.14482999999999999 -1.0000000180025095e-35 -0.10771499999999999 0.12435500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 -7 -8 10 -10 -5 -11 -13
right_child=1 2 -4 8 5 6 7 -9 9 11 -12 12 -14
leaf_value=0.0058869336896509835 0.015950536851651431 0.0017151082342791145 -0.01463906927134538 0.0016093010885279871 -0.010777433340296154 0.015894159801968486 -0.0055861436727971722 0.0047779648948829889 0.013417016920474333 -0.0077719919141971188 -0.012568480855105498 -0.0005154804066679438 0.0031783417102015515
leaf_weight=52 56 65 55 49 53 46 66 60 46 74 56 2836 235
leaf_count=52 56 65 55 49 53 46 66 60 46 74 56 2836 235
internal_value=0 -0.000275574 -0.00577374 -9.0894e-05 0.00345605 0.000342673 0.00377398 -0.000644357 -0.000393537 -0.000210629 -0.00594439 -0.000410213 -0.000232554
internal_weight=0 3697 120 3577 281 225 172 126 3296 3191 105 3145 3071
internal_count=3749 3697 120 3577 281 225 172 126 3296 3191 105 3145 3071
is_linear=0
shrinkage=0.0995203


Tree=1157
num_leaves=21
num_cat=0
split_feature=17 4 5 17 26 17 17 17 17 2 5 17 1 18 6 9 9 4 19 0
split_gain=0.210541 0.441381 1.01881 0.603118 0.567477 0.228595 0.561943 0.439464 0.480961 0.627476 0.461879 0.893561 0.554184 0.422685 0.73588 0.348481 0.773221 0.614883 0.581876 0.334338
threshold=-0.53166999999999998 0.08167000000000002 0.26676500000000009 -0.56368999999999991 0.090845000000000023 0.026115000000000006 0.0084900000000000028 0.064745000000000011 0.10932500000000002 -0.074679999999999983 -0.41397 0.14342500000000005 -0.050379999999999994 0.10786500000000003 -0.068019999999999983 0.12652000000000005 0.11351500000000002 0.14566000000000004 -0.071824999999999986 -0.11524
decision_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 -4 6 15 13 9 -9 19 -12 -13 14 -7 16 17 18 -2 -10
right_child=5 3 4 -5 -6 7 -8 8 10 -11 11 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.012008765156474161 0.0082302360652719755 0.015141018695104333 0.012995266234249242 0.00024157630786049447 -0.0022996145889155359 0.00035054900021148721 -0.011013246972023804 -0.012289661032700348 -0.0096124786938107231 0.0020433589431567609 0.01372256299614808 -0.0027409584917134468 0.0040455103813527172 -0.0012609097342761904 0.016337561620363487 0.005422522232312872 -0.010969885304236484 0.0092919914674461732 -0.0011173514004241716 0.00034701477100045785
leaf_weight=53 68 52 47 56 49 53 53 67 62 55 60 226 252 61 62 90 73 61 2177 72
leaf_count=53 68 52 47 56 49 53 53 67 62 55 60 226 252 61 62 90 73 61 2177 72
internal_value=0 0.0025778 -0.000928645 0.00742297 0.00517998 -0.000373448 -0.000872984 0.000924501 -7.17989e-05 -0.00582135 0.0009708 0.00227392 0.000835133 0.00542382 0.00897676 -0.000654979 -0.000885241 -0.000565641 -0.000833853 -0.004255
internal_weight=0 257 149 108 96 3492 2522 970 794 122 672 538 478 176 115 2469 2379 2306 2245 134
internal_count=3749 257 149 108 96 3492 2522 970 794 122 672 538 478 176 115 2469 2379 2306 2245 134
is_linear=0
shrinkage=0.0995203


Tree=1158
num_leaves=23
num_cat=0
split_feature=17 6 5 2 17 8 17 6 3 8 3 26 18 3 3 6 8 9 3 26 26 26
split_gain=0.175974 0.685948 1.41337 0.647233 0.334987 0.323268 0.701944 0.208522 0.378499 1.07048 0.748277 0.69545 0.587262 0.401558 0.414131 0.315925 1.07352 0.562515 0.190453 0.2237 0.542361 0.536221
threshold=-0.50448999999999999 0.041585000000000011 0.26245000000000007 -0.077544999999999989 -0.47196999999999995 -0.068904999999999994 -0.55286000000000002 0.091615000000000016 0.092900000000000024 -0.081174999999999983 0.094185000000000033 0.089795000000000028 -0.029094999999999999 0.096385000000000012 0.09940000000000003 0.089610000000000009 -0.083849999999999994 0.090255000000000016 -0.16443499999999997 0.12236500000000003 0.11275500000000002 0.26711000000000013
decision_type=2 2 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 -2 -4 -7 15 9 12 -10 -11 -9 -12 -15 18 -17 -18 -6 20 -20 -21
right_child=4 -3 3 -5 7 6 -8 8 10 11 13 -13 -14 14 -16 16 17 -19 19 21 -22 -23
leaf_value=-0.014664871752716817 -0.0087069188647741508 0.012659983129845257 0.0065513708562478399 0.012931266995539285 -0.0066470582302191094 0.0042857638146654338 -0.01204918251327093 -0.0096429366567651123 -0.010495031070809322 0.004757189339018403 0.0073343775416490056 0.020735438625127525 0.0036726990368984649 -0.0069351097692038422 0.0017327176587266712 0.0053441021678990296 -0.019480325030411829 -0.0042051985337897965 -0.00027109869445216992 0.011184403640390903 -0.010960340500490972 -0.001110874015923236
leaf_weight=52 47 51 56 55 47 60 46 53 63 62 83 48 86 74 208 61 46 50 2303 56 48 94
leaf_count=52 47 51 56 55 47 60 46 53 63 62 83 48 86 74 208 61 46 50 2303 56 48 94
internal_value=0 0.00207776 6.84253e-05 0.00360276 -0.000362314 0.000430618 -0.00279527 -0.000246106 0.00131553 0.00440097 -0.000477589 0.011737 -0.0013986 0.00124921 -0.000538916 -0.000637252 -0.00497048 -0.0115331 -0.00036993 -0.00025164 -0.000489688 0.00347391
internal_weight=0 320 269 217 3429 162 106 3382 677 249 428 110 139 365 282 2705 157 96 2548 2501 2351 150
internal_count=3749 320 269 217 3429 162 106 3382 677 249 428 110 139 365 282 2705 157 96 2548 2501 2351 150
is_linear=0
shrinkage=0.0995203


Tree=1159
num_leaves=15
num_cat=0
split_feature=29 27 6 10 4 8 11 4 4 4 3 17 3 4
split_gain=0.155445 0.529024 0.468729 0.208822 0.215652 0.445184 0.459735 0.37672 0.767524 0.640778 0.806923 0.431 0.343045 0.064675
threshold=0.0035350000000000004 -0.0083799999999999986 -0.093749999999999986 0.091080000000000022 0.12435500000000002 -0.071594999999999992 -0.122405 0.10662500000000001 0.10442000000000003 0.10868000000000001 0.12015500000000003 0.4039100000000001 0.13977500000000004 0.13752500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 7 6 -6 8 11 -9 -11 -3 -8 -7
right_child=2 3 -4 -5 5 13 12 9 -10 10 -12 -13 -14 -15
leaf_value=0.010598637204219693 0.0025674326540108638 -0.00055976164081258451 -0.0083903467365864341 -0.0056462872531987838 0.007767650606825458 0.0055992437705316613 0.0011643791049035506 -0.01406896188404705 0.012403356375831539 0.0035232046351142726 -0.0098394684179181242 0.0034386958350751634 -0.0099696942791656067 0.010875688750502838
leaf_weight=46 73 2642 82 67 47 48 59 50 49 121 71 297 51 46
leaf_count=46 73 2642 82 67 47 48 59 50 49 121 71 297 51 46
internal_value=0 -5.20186e-06 -0.00322431 -0.000142912 -3.67515e-05 0.00277294 -0.000465218 -0.000255343 5.02569e-05 -0.004032 -0.00141394 -0.00015542 -0.00399034 0.00819005
internal_weight=0 3594 155 3548 3481 251 157 3230 2988 242 192 2939 110 94
internal_count=3749 3594 155 3548 3481 251 157 3230 2988 242 192 2939 110 94
is_linear=0
shrinkage=0.0995203


Tree=1160
num_leaves=12
num_cat=0
split_feature=28 19 17 17 17 19 17 0 17 30 1
split_gain=0.202496 0.254404 0.302923 0.216595 0.462011 0.45811 0.828785 1.71639 0.602074 0.37059 0.590892
threshold=0.088260000000000019 0.14061500000000002 0.6218950000000002 -0.011174999999999999 -0.0090649999999999984 0.10583000000000002 -0.021090000000000001 -0.08317999999999999 -0.038314999999999995 0.10000000000000002 -0.091259999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 8 -8 -1 10 -6
right_child=-2 -3 -4 4 9 -7 7 -9 -10 -11 -12
leaf_value=-0.0010531199690687883 -0.0060800424454080289 0.0071724769840201463 -0.0073944529718926889 0.009351470738841192 0.0073653564061786185 0.0060159659185829535 -0.016379602857093754 0.0064329768916846939 0.0072487571123246372 -0.0059340796381074706 0.00019365494593076937
leaf_weight=1449 57 47 57 59 123 91 94 50 92 87 1523
leaf_count=1449 57 47 57 59 123 91 94 50 92 87 1523
internal_value=0 -0.000101967 -0.000196509 -8.12903e-05 0.000690383 -0.000860377 -0.00123223 -0.00845288 -0.000556954 0.000395044 0.000730069
internal_weight=0 3672 3625 3568 1792 1776 1685 144 1541 1733 1646
internal_count=3729 3672 3625 3568 1792 1776 1685 144 1541 1733 1646
is_linear=0
shrinkage=0.0995203


Tree=1161
num_leaves=11
num_cat=0
split_feature=24 1 0 17 26 2 0 2 2 0
split_gain=0.317628 0.190143 0.691994 0.38442 0.227025 0.257526 0.326695 0.404295 0.303187 0.313547
threshold=-0.071649999999999991 -0.49837999999999999 0.12387500000000003 -0.14763999999999997 -0.25943499999999997 -0.19220999999999999 -0.0083449999999999983 -0.026175 0.41061500000000012 -0.050494999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -6 8 -8 9 -7
right_child=1 4 -4 -5 5 6 7 -9 -10 -11
leaf_value=-0.0083929634085820153 -0.013461625716080174 0.0057902042273800846 0.0049401590010967151 -0.0023380956942096625 -0.0057843840039789466 -2.8627073833990329e-05 0.010174004804021128 -0.00026615612275328608 0.0065255722053076263 -0.0049318849561344434
leaf_weight=46 58 68 68 66 75 2999 70 77 67 135
leaf_count=46 58 68 68 66 75 2999 70 77 67 135
internal_value=0 -7.13627e-05 -0.00312062 -0.00754764 9.61074e-05 -1.67703e-05 0.000112188 0.00469978 -9.82329e-05 -0.000240101
internal_weight=0 3683 192 124 3491 3423 3348 147 3201 3134
internal_count=3729 3683 192 124 3491 3423 3348 147 3201 3134
is_linear=0
shrinkage=0.0995203


Tree=1162
num_leaves=12
num_cat=0
split_feature=24 10 10 17 3 8 21 8 3 5 17
split_gain=0.257549 0.194804 0.32918 0.246336 0.853418 0.292941 0.888536 0.509145 0.329326 0.321871 0.319642
threshold=-0.071649999999999991 0.091080000000000022 0.087275000000000019 -0.55026999999999993 0.099950000000000025 0.090890000000000012 0.089505000000000015 0.058495000000000012 0.16637500000000002 -0.047864999999999998 -0.089699999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 10 8 -5 -8 -7
right_child=1 -3 -4 5 -6 6 9 -9 -10 -11 -12
leaf_value=-0.0075576945143221658 0.0031765767157075886 -0.005264254833754714 0.0074090988434718308 -0.00015618254016763671 -0.013519619131045988 0.0048315470305942748 -0.0087631308002978463 -0.010549106099842233 0.00669833018084797 0.0026995541687205469 0.016409521244090786
leaf_weight=46 66 70 59 3123 56 47 47 46 71 50 48
leaf_count=46 66 70 59 3123 56 47 47 46 71 50 48
internal_value=0 -6.42828e-05 3.62375e-05 -8.59292e-05 -0.00448054 7.00511e-05 0.00384724 -0.00015353 -3.55595e-06 -0.00284609 0.0106901
internal_weight=0 3683 3613 3554 122 3432 192 3240 3194 97 95
internal_count=3729 3683 3613 3554 122 3432 192 3240 3194 97 95
is_linear=0
shrinkage=0.0995203


Tree=1163
num_leaves=14
num_cat=0
split_feature=31 28 27 8 27 3 3 21 26 1 9 3 26
split_gain=0.177685 0.310721 0.275675 0.289353 0.598227 0.741483 1.21043 0.839583 0.46182 0.620804 0.415504 0.341695 0.29629
threshold=0.095410000000000009 0.088260000000000019 -0.089394999999999988 -0.050299999999999997 1.0000000180025095e-35 0.093535000000000021 0.096510000000000026 0.092775000000000024 -0.081709999999999991 -0.0086750000000000004 0.10864500000000002 0.10583000000000002 0.10665000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 7 -7 -5 9 -4 11 -10 -12
right_child=-2 -3 3 4 -6 6 -8 -9 10 -11 12 -13 -14
leaf_value=0.0063646865669737757 0.0060050628970415602 -0.007856994721149738 0.014708307449551429 0.00010433586501661935 -0.011891488894895962 -0.017044414142673787 -0.0018891533862387664 0.011822435028663371 0.00038320272298728465 -0.00045555006388674657 -0.00023219995198618716 -0.0027080882281966161 0.0099666906300731866
leaf_weight=64 46 52 51 382 53 58 524 72 1814 56 47 440 70
leaf_count=64 46 52 51 382 53 58 524 72 1814 56 47 440 70
internal_value=0 -0.000218288 -0.000108668 -0.000225044 -0.00157729 -0.00104884 -0.00340088 0.00196452 0.000368895 0.00676444 7.99273e-05 -0.00021988 0.00586271
internal_weight=0 3683 3631 3567 1089 1036 582 454 2478 107 2371 2254 117
internal_count=3729 3683 3631 3567 1089 1036 582 454 2478 107 2371 2254 117
is_linear=0
shrinkage=0.0995203


Tree=1164
num_leaves=15
num_cat=0
split_feature=18 9 1 1 2 18 18 3 3 8 27 2 9 0
split_gain=0.187692 0.403561 0.500426 0.56155 0.7341 0.367182 0.465397 0.36493 0.819999 0.323802 0.31003 0.224778 0.650926 0.530853
threshold=-0.10726999999999999 -0.035004999999999994 -0.043804999999999997 -0.01538 -0.076615000000000003 -0.096219999999999986 -0.09404499999999999 0.10377500000000002 0.087170000000000011 -0.52813999999999994 -0.032854999999999995 -0.021165 0.079525000000000026 0.0083400000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 -5 -2 -7 8 -3 -8 -11 12 -12 -13
right_child=5 2 3 4 -6 6 9 -9 -10 10 11 13 -14 -15
leaf_value=0.0066573872970753876 0.006886096926686569 0.007724274889598772 -0.013236307956339993 0.0037559333702928163 -0.010488313338102838 -0.0090252501593180781 0.0085854314963414863 0.0079471296659933792 -0.0084445324714525066 0.0076383597852711944 0.0090503501403083435 -0.00024723192668972782 0.00041983399591624394 -0.0086648734512574013
leaf_weight=52 89 53 70 83 63 51 49 55 75 58 90 586 2271 85
leaf_count=52 89 53 70 83 63 51 49 55 75 58 90 586 2271 85
internal_value=0 -0.00158449 -0.00266067 -0.00590539 -0.00238495 0.00058057 0.000404391 0.00116469 -0.00174324 0.000557857 0.000430294 0.000292138 0.000749171 -0.00131477
internal_weight=0 451 399 216 146 3279 3190 183 128 3139 3090 3032 2361 671
internal_count=3730 451 399 216 146 3279 3190 183 128 3139 3090 3032 2361 671
is_linear=0
shrinkage=0.0995203


Tree=1165
num_leaves=19
num_cat=0
split_feature=20 18 18 0 21 0 18 17 6 9 20 1 1 5 8 8 18 18
split_gain=0.180393 0.209116 0.663715 0.703028 0.535602 0.561267 0.807197 0.477234 0.444157 0.703707 0.451852 0.554092 0.393504 0.386923 0.291529 0.795766 0.612258 0.188757
threshold=-0.24910499999999999 -0.07989499999999998 -0.083039999999999989 -0.15468499999999999 -0.085574999999999998 -0.18357499999999999 0.077940000000000023 -0.0096999999999999986 0.10449000000000003 0.093535000000000021 -0.14091999999999996 -0.095674999999999996 0.41379000000000005 -0.0083599999999999994 -0.078504999999999991 -0.080835000000000004 -0.091594999999999996 -0.057764999999999997
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 -3 6 12 14 10 -10 -7 -12 -6 -9 15 -5 -16 -11
right_child=1 4 -4 7 5 8 -8 13 9 17 11 -13 -14 -15 16 -17 -18 -19
leaf_value=-0.0045111682233641252 -0.011856203579664784 0.0086255589367724948 -0.010038203420056919 -0.00063158374616292801 0.018288891585024017 -0.0087632222502890076 -0.0023820841377863327 0.0020371692362498909 0.011223948789018225 -0.0043799022388038384 0.0042670288433227822 -0.00061902412121585509 0.0055788823199629618 0.013430911159970112 -0.0034022210376986445 0.012139788180769785 0.0070680686802789975 0.0027824565863209115
leaf_weight=76 48 85 72 232 49 60 64 83 90 57 263 1825 48 46 406 61 64 101
leaf_count=76 48 85 72 232 49 60 64 83 90 57 263 1825 48 46 406 61 64 101
internal_value=0 0.000386929 -0.000829119 -0.000122871 0.000853038 0.000594343 0.00628254 0.000507602 0.000211781 0.00419972 -0.00024827 -3.19523e-06 0.0120078 0.0061064 -0.000437911 0.00202451 -0.00197474 0.000193386
internal_weight=0 3654 1012 940 2642 2557 161 892 2396 248 2148 2088 97 129 763 293 470 158
internal_count=3730 3654 1012 940 2642 2557 161 892 2396 248 2148 2088 97 129 763 293 470 158
is_linear=0
shrinkage=0.0995203


Tree=1166
num_leaves=10
num_cat=0
split_feature=9 8 0 38 4 36 3 3 27
split_gain=0.164896 0.470479 0.557855 0.276472 0.29344 0.221374 0.569246 0.274231 0.254984
threshold=-0.095314999999999997 -0.11550499999999998 -0.100285 -0.08335999999999999 0.14367000000000005 0.084475000000000022 0.014805000000000004 0.082130000000000022 0.087270000000000028
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 -5 -8 -9
right_child=3 -3 -4 4 -6 -7 7 8 -10
leaf_value=0.00061262024286989501 -0.0073219393959164025 -0.0027271657439980712 0.014395624262276519 -0.009092416638028589 0.007699367846549442 0.0061903059026405943 0.0062053657316380679 -0.00016388594643209863 0.0039232091212598004
leaf_weight=62 49 82 55 67 51 58 73 3074 159
leaf_count=62 49 82 55 67 51 58 73 3074 159
internal_value=0 0.0030458 0.00709881 0.00010103 0.000205724 9.40958e-05 -1.04882e-05 0.00017332 3.68656e-05
internal_weight=0 199 117 3531 3482 3431 3373 3306 3233
internal_count=3730 199 117 3531 3482 3431 3373 3306 3233
is_linear=0
shrinkage=0.0995203


Tree=1167
num_leaves=14
num_cat=0
split_feature=26 17 8 2 35 36 11 1 5 9 21 9 4
split_gain=0.144027 0.414124 0.6766 0.271416 0.212736 0.370277 0.405532 0.240544 0.650882 0.601527 0.234936 0.572197 0.278331
threshold=0.12086000000000002 -0.0044799999999999987 -0.038994999999999995 -0.016354999999999998 -0.084154999999999994 0.084475000000000022 -0.015740000000000001 0.27552000000000004 -0.44524499999999995 -0.069359999999999991 -0.085914999999999991 0.086315000000000017 0.093595000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 6 -6 10 9 -9 11 -8 -12
right_child=1 3 -4 -5 5 -7 7 8 -10 -11 12 -13 -14
leaf_value=-0.0064450492314361285 0.014371733259035064 0.0023412487405505495 -0.00075222823132927677 -0.0067717706956956086 -0.0067077115673326694 0.0068076641736391653 0.010024395504878134 -0.0095719507850667834 0.011798891980419248 0.0034167536217831148 8.4326612979371558e-05 -0.0026083838945298986 -0.0030044035918550542
leaf_weight=49 59 83 58 53 87 81 73 47 64 142 2539 69 326
leaf_count=49 59 83 58 53 87 81 73 47 64 142 2539 69 326
internal_value=0 0.00252531 0.00686739 -0.00120413 6.5609e-05 0.000158912 -1.74892e-06 0.000176963 0.00312422 0.000182425 -7.0738e-05 0.00388017 -0.000266845
internal_weight=0 253 117 136 3477 3428 3347 3260 253 189 3007 142 2865
internal_count=3730 253 117 136 3477 3428 3347 3260 253 189 3007 142 2865
is_linear=0
shrinkage=0.0995203


Tree=1168
num_leaves=12
num_cat=0
split_feature=18 18 5 18 5 0 26 18 5 1 5
split_gain=0.190281 0.331568 0.179771 0.496861 0.295433 0.931074 0.381659 0.377436 0.590885 0.912579 0.884583
threshold=-0.47082499999999999 -0.43123499999999998 0.51659500000000014 -0.098315 0.27608500000000008 -0.067839999999999998 0.090930000000000025 -0.15202999999999997 0.065520000000000023 -0.019239999999999997 0.060575000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 7 -6 -7 -3 10 -10 -9
right_child=1 2 3 -5 5 6 -8 8 9 -11 -12
leaf_value=0.0064927256285672403 -0.0079460641874112403 -0.0063016512018736464 0.0092576025262477955 -0.0036890063071385532 0.0047870431218824784 -0.016581032507818106 -0.0040030835394806409 0.00029408886118014133 0.0022377409505297918 0.016158865819359103 -0.011818634307219196
leaf_weight=48 49 82 73 49 70 48 48 2832 344 54 61
leaf_count=48 49 82 73 49 70 48 48 2832 344 54 61
internal_value=0 0.000185621 0.000294682 0.00405103 0.000164958 -0.0039334 -0.0103006 0.000366899 0.000533304 0.0041286 3.84044e-05
internal_weight=0 3710 3661 122 3539 166 96 3373 3291 398 2893
internal_count=3758 3710 3661 122 3539 166 96 3373 3291 398 2893
is_linear=0
shrinkage=0.0995203


Tree=1169
num_leaves=21
num_cat=0
split_feature=18 3 3 6 6 3 17 19 21 6 18 19 18 1 1 19 18 21 3 29
split_gain=0.154622 0.435248 0.641065 0.452263 0.68525 1.02702 0.803641 0.551206 0.414961 0.384699 0.34786 0.275771 0.490345 1.00659 0.912099 0.30134 0.273399 0.213962 0.680952 0.313953
threshold=0.09679500000000002 0.11769000000000002 0.13775000000000004 0.097375000000000031 0.041585000000000011 0.092395000000000019 -0.09744499999999999 0.098445000000000019 0.094380000000000019 0.091025000000000023 0.093865000000000018 0.077805000000000027 -0.014319999999999999 -0.013105 -0.016029999999999999 1.0000000180025095e-35 0.091330000000000008 -0.078089999999999993 0.096035000000000023 0.11163000000000002
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 3 -3 4 6 9 -2 -8 -9 -6 11 15 14 -14 -13 16 17 18 -1 -19
right_child=1 2 -4 -5 5 -7 7 8 -10 -11 -12 12 13 -15 -16 -17 -18 19 -20 -21
leaf_value=-0.0086054824205431882 -0.016129925929797555 0.013145770786116834 -0.0013617913703351525 -0.0093651388574398104 0.0039251039160017086 0.015457723758361209 0.0066673969228163536 -0.012431090465188501 -0.00070341557361788777 -0.0081960186167560727 0.0081543682496017927 -0.0070925324130258682 0.018583541903615799 5.6813511884253334e-05 0.0083949027027381395 -0.0078179488409109432 -0.0062631269396388233 0.00043647964279909133 0.0034152392933698315 0.007783321043145679
leaf_weight=98 48 47 84 82 55 51 55 49 77 49 58 86 52 66 67 47 63 2476 89 59
leaf_count=98 48 47 84 82 55 51 55 49 77 49 58 86 52 66 67 47 63 2476 89 59
internal_value=0 -0.00122864 0.00383697 -0.00265441 -0.00121926 0.00388787 -0.00467963 -0.00163856 -0.00527068 -0.00177794 0.00051747 0.000374461 0.00340743 0.00822808 -0.000305102 8.39403e-05 0.000217588 0.000367883 -0.00288001 0.000607794
internal_weight=0 597 131 466 384 155 229 181 126 104 3161 3103 271 118 153 2832 2785 2722 187 2535
internal_count=3758 597 131 466 384 155 229 181 126 104 3161 3103 271 118 153 2832 2785 2722 187 2535
is_linear=0
shrinkage=0.0995203


Tree=1170
num_leaves=16
num_cat=0
split_feature=1 17 27 22 4 3 3 1 17 1 1 1 1 1 1
split_gain=0.155014 0.525311 0.613491 0.361369 0.611565 0.492941 0.965935 0.302371 0.421689 0.378264 0.624547 0.36703 0.269772 0.659889 0.312919
threshold=-0.091829999999999995 0.093960000000000016 0.083270000000000025 0.078345000000000012 0.10606500000000003 0.10525500000000003 0.09697500000000002 -0.088694999999999982 -0.081674999999999998 -0.085574999999999998 -0.084759999999999988 -0.086814999999999989 -0.083899999999999988 -0.082344999999999988 -0.081224999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -2 11 -11 -9 -12 -14 -15
right_child=7 -3 -4 -5 -6 -7 -8 9 -10 10 12 -13 13 14 -16
leaf_value=0.0030081275109063001 0.0015567473900630121 0.009219598780400606 -0.010206591815431699 0.0097789192986790317 -0.0071600723402676317 0.0099080958948697725 -0.012024282277180318 0.0015122439395595507 -0.011214249706802156 -0.011514914709523861 0.0075291218181901699 0.012473693270277099 -0.0093461002842719978 0.0060864147461782026 -1.4385824202364709e-05
leaf_weight=276 47 79 48 48 81 70 50 89 56 47 47 46 74 86 2614
leaf_count=276 47 79 48 48 81 70 50 89 56 47 47 46 74 86 2614
internal_value=0 0.00161112 0.000560703 0.0015467 0.000716585 0.00232979 0.000700031 -7.66036e-05 -0.00537876 0.000104983 -0.00013707 0.00525332 5.22035e-05 -7.41833e-05 0.000179633
internal_weight=0 652 573 525 477 396 326 3106 103 3003 2868 135 2821 2774 2700
internal_count=3758 652 573 525 477 396 326 3106 103 3003 2868 135 2821 2774 2700
is_linear=0
shrinkage=0.0995203


Tree=1171
num_leaves=8
num_cat=0
split_feature=31 18 18 39 10 12 0
split_gain=0.203777 0.158756 0.260138 0.157546 0.194379 0.240763 0.289969
threshold=0.095410000000000009 -0.47082499999999999 -0.43123499999999998 0.084860000000000033 0.09407500000000002 -0.0088449999999999987 0.15834000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=0.0058600860803012331 0.0067779989366179719 -0.007397790311935896 0.0066685077826996123 -0.0054705988976039375 -0.0052675697696609597 9.3503586814195789e-05 0.0078834584067095266
leaf_weight=47 46 46 58 49 63 3401 48
leaf_count=47 46 46 58 49 63 3401 48
internal_value=0 0.000112714 3.87863e-05 0.000133537 0.000210686 0.000309331 0.000202154
internal_weight=0 3712 3665 3619 3570 3507 3449
internal_count=3758 3712 3665 3619 3570 3507 3449
is_linear=0
shrinkage=0.0995203


Tree=1172
num_leaves=21
num_cat=0
split_feature=17 9 9 20 1 2 1 6 1 0 0 0 1 9 3 0 0 0 3 0
split_gain=0.252499 0.207535 0.640607 0.52862 0.333146 0.59211 0.251466 0.566723 0.726255 0.675002 0.724899 0.571311 0.399173 0.446972 0.784004 0.413143 0.815828 0.648628 0.389031 0.548835
threshold=-0.5696199999999999 0.11007500000000002 0.11351500000000002 -0.064180000000000001 0.018150000000000003 -0.057419999999999999 0.005935000000000001 -0.0048649999999999995 -0.046044999999999996 -0.16969499999999998 -0.13955999999999999 -0.094389999999999988 0.021350000000000004 0.09649000000000002 0.11225500000000002 -0.091770000000000004 -0.106285 -0.063914999999999986 0.11426500000000002 -0.098749999999999991
decision_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 5 -5 7 9 18 -2 -11 -12 -8 15 -15 16 -14 -17 19 -9
right_child=1 2 3 4 -6 -7 12 8 -10 10 11 -13 13 14 -16 17 -18 -19 -20 -21
leaf_value=0.0059552694158607087 0.01245044990888855 0.012157710366598571 0.0081841867491264739 -0.0070445700864907026 -0.0073656819897329707 0.0081648449683340077 -0.0098314019456468178 0.0074787200431470271 -0.0099844582790825261 -0.0073841258085060027 0.0095554063043029117 0.0011562673042380372 0.00015612151521991139 -0.016776727747303627 -0.00085416809311846106 0.007615892589000907 -0.0096437343344660566 -0.0028968386172419586 -0.0080261525622569996 -0.00086110673253115839
leaf_weight=63 56 52 59 47 82 55 61 83 89 88 91 680 347 49 82 130 111 105 69 1336
leaf_count=63 56 52 59 47 82 55 61 83 89 88 91 680 347 49 82 130 111 105 69 1336
internal_value=0 -0.000398384 0.00213239 -9.58233e-06 -0.00264138 0.00114856 -0.000619703 -0.000107577 -0.00125107 0.00186234 0.00117113 0.00214867 -0.00206083 -0.00148459 -0.00681619 -0.000475561 -0.00221717 0.00291523 -0.000728165 -0.000372717
internal_weight=0 3672 295 243 184 102 3377 2492 1577 915 859 771 885 824 131 693 458 235 1488 1419
internal_count=3735 3672 295 243 184 102 3377 2492 1577 915 859 771 885 824 131 693 458 235 1488 1419
is_linear=0
shrinkage=0.0995203


Tree=1173
num_leaves=19
num_cat=0
split_feature=21 21 17 18 17 18 9 18 0 17 1 18 0 18 18 6 18 9
split_gain=0.206495 0.231786 0.746664 0.179489 0.517845 0.736024 0.541477 0.457687 0.819036 0.427145 0.801336 0.416401 0.389412 0.326581 0.378928 0.347011 0.290611 0.305955
threshold=-0.096850000000000006 -0.085135000000000002 -0.0092949999999999994 -0.091229999999999992 -0.092124999999999999 -0.096219999999999986 -0.035004999999999994 -0.083039999999999989 -0.078664999999999999 -0.13530499999999998 -0.043804999999999997 -0.07989499999999998 -0.087184999999999999 -0.063154999999999989 -0.022504999999999997 0.08866000000000003 -0.088579999999999992 0.085945000000000021
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 12 -3 8 16 10 -8 -9 -6 15 -15 -13 -5 -18
right_child=1 3 -4 7 5 -7 9 11 -10 -11 -12 13 -14 14 -16 -17 17 -19
leaf_value=-0.0050540134878643275 0.012584900485162372 0.0094799322987678888 -0.0036614841426506188 -0.0035575421876836225 -0.0077722478472297858 -0.015690761114854991 0.0045819586492723344 -0.0086139232052901606 0.015480696396181196 -0.0090816182066094046 -0.0045613363284696942 0.011014557498028321 0.0051043449918868186 -0.0045643844553351198 -6.1926462962311014e-05 0.00091659639174109051 0.00025946271089012998 0.010076147943650157
leaf_weight=87 55 51 57 77 47 58 185 59 50 61 195 51 46 202 2222 100 80 52
leaf_count=87 55 51 57 77 47 58 185 59 50 61 195 51 46 202 2222 100 80 52
internal_value=0 -0.000147528 0.00430934 -0.000288927 -0.00179294 -0.00689113 -0.000226589 4.5073e-05 0.00403722 -0.00135097 -0.000107841 -0.000347162 -0.00139438 -0.000157431 -0.000437469 0.00433259 0.00129563 0.00413285
internal_weight=0 3648 112 3536 643 151 492 2893 259 441 380 2634 93 2575 2424 151 209 132
internal_count=3735 3648 112 3536 643 151 492 2893 259 441 380 2634 93 2575 2424 151 209 132
is_linear=0
shrinkage=0.0995203


Tree=1174
num_leaves=14
num_cat=0
split_feature=17 21 5 2 6 21 21 26 3 2 20 4 6
split_gain=0.168539 0.160745 0.212009 0.473789 0.163883 0.662487 0.440795 0.417729 0.982942 0.529714 0.237005 0.668121 0.398445
threshold=-0.5696199999999999 -0.096850000000000006 0.51797000000000015 -0.095204999999999998 -0.0048649999999999995 -0.047889999999999995 -0.085135000000000002 0.11538500000000003 0.093715000000000021 0.11392500000000001 -0.085594999999999991 0.10290000000000002 -0.029794999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -6 -3 9 -9 -7 11 -8 -12
right_child=1 2 3 -5 5 7 10 8 -10 -11 12 -13 -14
leaf_value=0.0048670725605584617 -0.0045510370391988984 0.0088319963298541786 0.0015244686848047799 -0.011328879541479554 -0.010794580340495602 -0.00055850356660658903 0.0059847938574823347 0.014787917215362817 -0.00064708333393452989 -0.0096217804239830187 0.00036746080016355218 -0.0069759161004116898 -0.0050770457323408924
leaf_weight=63 87 62 61 53 63 1376 185 58 138 67 1324 50 148
leaf_count=63 87 62 61 53 63 1376 185 58 138 67 1324 50 148
internal_value=0 -0.000323732 -0.000220916 -0.00444403 -8.1978e-05 -0.000779351 0.000588519 -0.000393885 0.00391624 -0.000979889 0.000288628 0.00322371 -0.000179393
internal_weight=0 3672 3585 114 3471 1702 1769 1639 196 1443 1707 235 1472
internal_count=3735 3672 3585 114 3471 1702 1769 1639 196 1443 1707 235 1472
is_linear=0
shrinkage=0.0995203


Tree=1175
num_leaves=19
num_cat=0
split_feature=9 21 20 3 8 19 8 1 1 6 6 5 21 19 8 21 9 2
split_gain=0.156452 0.665038 0.808278 0.270792 0.419521 0.257493 0.314365 0.240871 0.601252 0.53268 0.815266 0.609705 0.829551 0.465961 0.393709 0.3333 0.798953 0.439936
threshold=0.11007500000000002 0.12662500000000004 -0.064180000000000001 0.09940000000000003 -0.045194999999999999 -0.071824999999999986 0.20353000000000004 0.0033150000000000007 -0.000195 -0.095324999999999993 -0.088734999999999994 -0.24120999999999998 0.090715000000000032 0.0069650000000000016 -0.0077949999999999998 -0.014264999999999998 0.08401500000000002 -0.083204999999999987
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 -1 7 8 15 11 -11 14 -13 -12 -9 16 -7 -17
right_child=1 -3 3 4 -6 6 -8 9 -10 10 13 12 -14 -15 -16 17 -18 -19
leaf_value=0.0056159101210219347 0.015213601455368245 -0.0088622720630174307 -0.0046258363054854758 -0.0014817341762053589 0.0094466198842522529 0.010786756723866673 -0.0077260613042443704 0.0001954441039993451 0.009013230478368231 -0.014371808551042664 -0.00087308667493925804 0.016021103682669773 0.00044157223819387163 -0.010940643506607462 -0.0075159536228358971 -0.0023032318268663252 -0.00073697922193667761 0.0006335101194925942
leaf_weight=69 51 47 57 76 64 90 59 234 73 68 292 51 101 54 91 862 176 1220
leaf_count=69 51 47 57 76 64 90 59 234 73 68 292 51 101 54 91 862 176 1220
internal_value=0 0.00198654 0.00404587 0.00115057 0.00350824 -0.000401314 -0.000524722 -0.00039619 0.000118366 -0.00179524 -0.00440738 0.000470181 0.0056743 -0.00244669 -0.00196123 -0.00015783 0.00315895 -0.000581981
internal_weight=0 295 248 197 140 3440 3371 3312 2421 891 414 477 152 346 325 2348 266 2082
internal_count=3735 295 248 197 140 3440 3371 3312 2421 891 414 477 152 346 325 2348 266 2082
is_linear=0
shrinkage=0.0995203


Tree=1176
num_leaves=20
num_cat=0
split_feature=0 5 3 21 21 3 8 20 20 0 0 17 17 17 0 19 8 8 0
split_gain=0.376289 0.855636 0.529689 0.34673 0.594395 0.548354 0.469429 0.404872 0.502188 0.522381 0.388291 0.293285 0.249118 0.204631 0.510168 0.397697 0.312603 0.570265 0.205297
threshold=-0.19631499999999999 -0.072054999999999994 0.098455000000000029 -0.0065999999999999991 -0.086690000000000003 0.092300000000000021 -1.0000000180025095e-35 -0.085349999999999995 -0.014534999999999999 -0.085754999999999984 -0.085144999999999985 0.53699500000000022 0.51174000000000019 0.11639500000000001 -0.067345000000000002 0.090505000000000016 0.10068500000000002 0.041960000000000011 -0.030209999999999997
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 -2 7 -6 10 -10 -9 12 13 16 15 -15 17 -5 -18
right_child=3 -3 -4 11 6 -7 -8 8 9 -11 -12 -13 -14 14 -16 -17 18 -19 -20
leaf_value=-0.016685730946366918 -0.0079886970991938124 0.0055643373624647691 -0.0037594674314353526 0.00025122909559315465 0.011902852431739844 0.004581801382572896 0.014201257667947702 -0.010014061491974304 0.014464997207853589 1.7683739820992235e-05 0.0025292508435666968 -0.0070777673770956789 0.0060391584875762599 -0.0061620410473642436 0.006064280146782266 0.0015194268801371066 -0.00070733953352872822 0.0072597352008945976 -0.0074516161075734045
leaf_weight=50 77 62 85 2322 48 62 51 46 46 54 52 57 69 218 62 96 102 121 80
leaf_count=50 77 62 85 2322 48 62 51 46 46 54 52 57 69 218 62 96 102 121 80
internal_value=0 -0.00410585 -0.00855304 0.000362149 0.00299133 -0.00237582 0.00550598 0.00369998 0.00170726 0.00667164 -0.00335008 -4.17786e-06 0.000126889 -8.77485e-06 -0.00218042 -0.00381096 0.000301975 0.00059869 -0.00367636
internal_weight=0 197 135 3563 436 139 297 246 198 100 98 3127 3070 3001 376 314 2625 2443 182
internal_count=3760 197 135 3563 436 139 297 246 198 100 98 3127 3070 3001 376 314 2625 2443 182
is_linear=0
shrinkage=0.0995203


Tree=1177
num_leaves=13
num_cat=0
split_feature=0 3 4 0 17 5 5 0 1 18 2 18
split_gain=0.305135 0.858945 1.10917 0.325856 0.24708 0.274766 0.44708 0.379072 0.340221 0.2256 0.448893 0.431603
threshold=-0.19631499999999999 0.090695000000000012 0.10423500000000002 -0.16969499999999998 0.6218950000000002 -0.49053999999999998 -0.50749999999999995 -0.11896 0.51613500000000012 -0.083039999999999989 0.10674000000000002 -0.022504999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 7 -5 9 10 -7 -11
right_child=3 2 -4 4 -6 8 -8 -9 -10 11 -12 -13
leaf_value=0.0048602229604081696 0.0083041891198225234 -0.020999603676142186 -0.0015021731588093974 -0.0058705118620217718 -0.0062857935173033352 0.0010385886967521473 0.010768433591293558 0.0050641008691598528 -0.0082130941496841147 -0.0031798448078758723 0.011127701329761555 0.00034659979577266375
leaf_weight=73 50 46 78 53 57 875 64 77 48 421 46 1872
leaf_count=73 50 46 78 53 57 875 64 77 48 421 46 1872
internal_value=0 -0.00369724 -0.0087417 0.000326199 0.000212417 0.000319829 0.00395865 0.000599846 0.000103167 0.000227622 0.00154339 -0.000300506
internal_weight=0 197 124 3563 3513 3456 194 130 3262 3214 921 2293
internal_count=3760 197 124 3563 3513 3456 194 130 3262 3214 921 2293
is_linear=0
shrinkage=0.0995203


Tree=1178
num_leaves=26
num_cat=0
split_feature=0 3 3 21 9 9 1 18 3 9 20 17 2 2 9 17 3 9 17 4 10 17 2 9 3
split_gain=0.247428 0.696617 0.931461 0.274728 0.512591 0.689378 0.715586 0.493668 0.587205 0.717943 0.338344 0.198535 0.261428 0.74977 0.80418 0.489944 0.724448 1.0248 0.956303 0.523608 1.068 1.04229 0.469493 1.35333 0.442375
threshold=-0.19631499999999999 0.090695000000000012 0.10749000000000002 -0.0065999999999999991 0.084380000000000024 -1.0000000180025095e-35 -0.013105 -0.015069999999999998 0.091545000000000029 0.08597500000000001 -0.049389999999999996 0.53699500000000022 -0.083204999999999987 -0.082294999999999993 0.085945000000000021 -0.13530499999999998 0.087745000000000031 0.088710000000000025 -0.089699999999999988 0.08167000000000002 0.086165000000000019 -0.51498499999999992 -0.080555000000000002 0.089935000000000029 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
left_child=1 -1 -3 4 5 -2 -7 8 9 -6 -9 12 15 14 -14 19 18 -18 -17 21 -21 -5 23 -15 -24
right_child=3 2 -4 11 7 6 -8 10 -10 -11 -12 -13 13 22 -16 16 17 -19 -20 20 -22 -23 24 -25 -26
leaf_value=0.0043765323594867934 -0.0026667171960291689 -0.018192494435569768 -0.00065121497460442765 -0.013360970686587514 0.00060899733954798685 0.02064048229372269 0.0044336159184401661 0.00011785674331390778 0.004523257798623055 -0.015925545311764697 0.010977126052292627 -0.0058521447945630951 -0.0025691331778685644 0.00014593630102027817 0.013753013899212851 -0.013684188324527176 -0.014215721632473232 -0.001614663184710103 0.0015588962102272908 0.019014046084384673 -0.00079094469833311304 0.0023759378890666374 -0.0038243306929418145 -0.016228091427454024 0.001475368564381209
leaf_weight=73 49 51 73 52 50 48 62 63 58 54 52 57 46 228 85 46 110 153 358 46 65 210 175 64 1432
leaf_count=73 49 51 73 52 50 48 62 63 58 54 52 57 46 228 85 46 110 153 358 46 65 210 175 64 1432
internal_value=0 -0.00332929 -0.00787238 0.000293759 0.00263411 0.00713811 0.0115132 4.58201e-05 -0.00349101 -0.00796838 0.00503526 -3.22958e-05 7.54935e-05 0.00073308 0.00801533 -0.00120728 -0.00282306 -0.00688818 -0.000174678 0.00167987 0.00740916 -0.000744295 0.000230293 -0.00344009 0.000897729
internal_weight=0 197 124 3563 436 159 110 277 162 104 115 3127 3070 2030 131 1040 667 263 404 373 111 262 1899 292 1607
internal_count=3760 197 124 3563 436 159 110 277 162 104 115 3127 3070 2030 131 1040 667 263 404 373 111 262 1899 292 1607
is_linear=0
shrinkage=0.0995203


Tree=1179
num_leaves=19
num_cat=0
split_feature=0 0 5 2 0 18 18 18 0 0 0 18 2 26 3 7 7 3
split_gain=0.200632 0.70232 1.41473 0.307879 0.259357 0.179351 0.365486 0.337093 0.826719 0.803709 0.855455 0.616158 0.453652 0.361511 0.378591 0.316973 0.34524 0.366883
threshold=-0.19631499999999999 -0.229625 -0.087969999999999993 0.11392500000000001 -0.16969499999999998 -0.083039999999999989 -0.081229999999999983 -0.09053499999999999 -0.079564999999999983 -0.090394999999999989 -0.083995 -0.096219999999999986 -0.086554999999999993 0.08734500000000002 0.086605000000000029 0.079440000000000024 0.05259500000000001 0.10749000000000002
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 7 -7 9 13 12 -11 -12 -6 14 -9 16 17 -8
right_child=4 -3 -4 -5 5 6 15 8 -10 10 11 -13 -14 -15 -16 -17 -18 -19
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leaf_weight=46 50 47 49 55 48 47 1888 56 53 66 399 107 46 51 95 75 63 519
leaf_count=46 50 47 49 55 48 47 1888 56 53 66 399 107 46 51 95 75 63 519
internal_value=0 -0.00299796 0.000322923 -0.00640342 0.000264524 0.000162988 -0.000260621 0.00135605 0.00443316 0.000176654 -0.00122358 0.000164805 0.00870593 0.00152609 0.00397606 -9.97003e-05 9.35087e-05 -9.65071e-05
internal_weight=0 197 150 101 3563 3513 2592 921 255 666 572 506 94 202 151 2545 2470 2407
internal_count=3760 197 150 101 3563 3513 2592 921 255 666 572 506 94 202 151 2545 2470 2407
is_linear=0
shrinkage=0.0995203


Tree=1180
num_leaves=10
num_cat=0
split_feature=5 24 8 8 4 8 29 25 2
split_gain=0.246984 0.230773 0.254464 0.48349 0.38918 0.474914 0.367746 0.253254 0.275228
threshold=0.6362850000000001 -0.069879999999999984 -0.409445 -0.186225 0.11219500000000003 -0.51030999999999993 0.095535000000000023 0.083740000000000023 0.11392500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 7 8 -5
right_child=-2 2 3 6 5 -7 -8 -9 -10
leaf_value=0.005667502632230606 -0.0071617994049696194 0.003460893633887826 0.0087417888577326127 -9.1698163927432858e-06 0.00018215143912128065 -0.012252619227558589 -0.0082691797240038393 0.0067598699298909264 -0.0051878905605243358
leaf_weight=67 50 50 61 3188 53 71 55 53 105
leaf_count=67 50 50 61 3188 53 71 55 53 105
internal_value=0 -0.000119666 -0.00022653 -3.96431e-05 -0.00394023 -0.00693116 -0.000197387 -6.44617e-05 -0.000174546
internal_weight=0 3703 3636 3462 174 124 3401 3346 3293
internal_count=3753 3703 3636 3462 174 124 3401 3346 3293
is_linear=0
shrinkage=0.0995203


Tree=1181
num_leaves=11
num_cat=0
split_feature=21 21 20 0 21 27 4 8 4 20
split_gain=0.203446 0.4933 0.472412 0.335715 0.249464 0.361174 0.252704 0.69213 0.383704 0.199516
threshold=-0.08564999999999999 -0.083784999999999984 -0.066104999999999983 -0.25289499999999993 0.14970000000000003 -0.089394999999999988 0.13630500000000004 -0.44475499999999996 0.12719000000000005 -0.15398499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 -3 5 -5 8 -8 -7 -1
right_child=1 3 -4 4 -6 6 7 -9 -10 -11
leaf_value=0.0047814991133649631 0.0087708315912893159 0.0074590733325731609 -0.011457270603181463 0.0080523081570626626 -0.0057664691234159994 -0.00032119778110797047 -0.0049458859087334796 0.0086655631435578803 -0.0072195901118149381 -0.0033413688965104864
leaf_weight=49 62 56 52 52 81 3084 59 99 82 77
leaf_count=49 62 56 52 52 81 3084 59 99 82 77
internal_value=0 -2.8683e-05 -0.00347624 -0.000184216 -0.000308267 -0.000177067 -0.000306052 0.00357763 -0.000500126 -0.000175978
internal_weight=0 3575 178 3513 3457 3376 3324 158 3166 126
internal_count=3753 3575 178 3513 3457 3376 3324 158 3166 126
is_linear=0
shrinkage=0.0995203


Tree=1182
num_leaves=10
num_cat=0
split_feature=5 7 11 8 8 2 5 10 3
split_gain=0.200893 0.18467 0.222641 0.241774 0.858741 0.489172 0.300177 0.302927 0.204436
threshold=0.6362850000000001 0.093110000000000012 0.092640000000000014 0.096835000000000018 0.10851500000000001 -0.19220999999999999 -0.54885499999999998 0.080235000000000015 0.10174000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 -8 -6
right_child=-2 -3 -4 4 8 6 7 -9 -10
leaf_value=-0.010495862778530355 -0.0064395849153432421 0.0047662681961378791 -0.0070702424054449936 0.014265000447882505 -0.0050087279792072649 -0.0071975206083048542 -0.00019244077908883592 0.0057932008043832268 0.002435665795278927
leaf_weight=46 50 76 46 52 61 59 3186 86 91
leaf_count=46 50 76 46 52 61 59 3186 86 91
internal_value=0 -8.84327e-05 -0.000190384 -0.000101779 0.00322497 -0.000302986 -0.00016198 -3.48662e-05 -0.000546502
internal_weight=0 3703 3627 3581 204 3377 3331 3272 152
internal_count=3753 3703 3627 3581 204 3377 3331 3272 152
is_linear=0
shrinkage=0.0995203


Tree=1183
num_leaves=16
num_cat=0
split_feature=24 12 0 25 1 27 3 3 21 6 1 1 21 9 21
split_gain=0.176288 0.29721 0.208682 0.589347 0.391844 0.398909 0.49387 1.12352 0.519745 0.389377 0.606734 0.832888 0.276954 0.459183 0.416873
threshold=-0.069879999999999984 0.094205000000000025 -0.071029999999999996 0.083740000000000023 0.11120500000000003 0.08427500000000003 0.098455000000000029 0.10426500000000002 0.085855000000000029 0.11481500000000001 -0.067015000000000005 -0.047889999999999995 -0.08564999999999999 0.084055000000000032 -0.075024999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 6 8 -8 -4 12 -11 -12 13 -2 -14
right_child=1 -3 4 -5 -6 -7 7 -9 -10 10 11 -13 14 -15 -16
leaf_value=0.0049024740175724812 -0.012047259206315183 -0.0079476060713210301 0.0012650062264197403 0.010884860554757897 -0.0086693643910350643 -0.0078332361126246339 -0.014563682292925862 -0.00018956286793471374 0.012997948459520205 -0.0045583507132377103 0.019157549867691376 0.0015857144797898452 0.0055077870537269214 0.00014945578406143551 -0.00028651512930926912
leaf_weight=67 51 49 184 51 69 74 61 461 47 47 46 64 130 76 2276
leaf_count=67 51 49 184 51 69 74 61 461 47 47 46 64 130 76 2276
internal_value=0 -0.000248214 -0.000144257 0.000286498 -0.00146292 -0.000860663 -0.000174356 -0.00187087 0.00365577 8.52577e-05 0.00489485 0.00894138 -0.000212526 -0.00474199 2.62201e-05
internal_weight=0 3686 3637 2741 896 827 753 522 231 2690 157 110 2533 127 2406
internal_count=3753 3686 3637 2741 896 827 753 522 231 2690 157 110 2533 127 2406
is_linear=0
shrinkage=0.0995203


Tree=1184
num_leaves=18
num_cat=0
split_feature=26 26 5 9 8 6 18 18 1 8 3 18 26 1 8 3 18
split_gain=0.214003 0.749539 0.555089 0.86107 0.522432 1.06137 0.392521 0.454957 1.01967 0.390917 0.370682 0.36389 0.352699 0.50463 0.324666 0.311791 0.279226
threshold=0.10393000000000002 0.10089500000000003 1.0000000180025095e-35 0.11222500000000002 -0.065539999999999987 0.090195000000000011 0.24916000000000005 0.12892000000000003 -0.047889999999999995 -0.020084999999999999 0.30793000000000009 0.09679500000000002 0.11023000000000002 0.05340000000000001 -0.093795000000000003 0.12551500000000002 0.11286500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 12 9 7 10 -9 -6 11 15 -2 16 -13 -1 -14
right_child=2 -3 3 -5 5 -7 -8 8 -10 -11 -12 14 13 -15 -16 -17 -18
leaf_value=8.4682474035760257e-05 -0.0036664710775808377 0.011960124370047337 -0.013825147158528676 0.0025340734124785543 0.0078841746053894199 -0.013410559703225163 -0.0078795266875314462 -0.001197847959324222 0.017813116579024249 -0.0038769448517846118 -0.0083054046742955055 0.0030627234012574603 0.01594105680581813 -0.0023159571955292022 -0.006453424572955749 0.0041382919979291236 0.0050571402720975761
leaf_weight=2539 48 53 82 52 58 70 61 71 46 54 53 47 46 46 144 203 48
leaf_count=2539 48 53 82 52 58 70 61 71 46 54 53 47 46 46 144 203 48
internal_value=0 0.000222923 -0.00198253 -0.00747069 2.8585e-06 -0.00379567 2.60547e-05 0.00018173 0.00626956 0.00220633 -5.65347e-05 9.22453e-05 0.00368451 0.0062107 -0.00410747 0.000385084 0.010392
internal_weight=0 3217 504 134 370 182 3164 3103 117 112 2986 2933 188 140 191 2742 94
internal_count=3721 3217 504 134 370 182 3164 3103 117 112 2986 2933 188 140 191 2742 94
is_linear=0
shrinkage=0.0995203


Tree=1185
num_leaves=17
num_cat=0
split_feature=26 26 26 2 2 3 3 3 18 18 3 27 29 7 26 1
split_gain=0.173529 0.607774 0.499306 0.424269 0.765434 0.808712 0.625878 0.544707 0.318281 0.387901 0.316321 0.212262 0.96105 0.380818 0.182325 0.152991
threshold=0.10393000000000002 0.10089500000000003 0.10924500000000002 -0.083104999999999998 -0.077604999999999993 0.097095000000000029 0.11339500000000001 0.13085500000000003 0.24916000000000005 0.14607000000000003 0.30793000000000009 0.083650000000000016 -0.034615 0.085015000000000021 0.26711000000000013 -0.078729999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 -4 15 -6 14 -8 9 10 11 13 -13 -1 -7 -5
right_child=2 -3 3 4 5 6 7 -9 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=6.352335415866757e-05 -0.010388820140837762 0.010769850841851501 -0.0095856124475430602 0.0043050844794057571 -0.010904885654589956 0.010957385613371107 -0.010391276781851814 0.0026898595045008193 -0.0070953548428817678 0.0077707255094650422 -0.0075480213870596224 -0.0013772019551145629 0.012299779336607423 -0.0081564215565007956 0.0025165121684599719 0.012372571521730177
leaf_weight=2694 59 53 47 48 76 51 62 64 61 65 54 158 75 57 51 46
leaf_count=2694 59 53 47 48 76 51 62 64 61 65 54 158 75 57 51 46
internal_value=0 0.000200738 -0.00178523 -0.000642688 0.00041133 -0.0020134 0.00094684 -0.00374039 2.34359e-05 0.000163644 6.15799e-07 0.000137494 0.00302175 -0.000106494 0.00674498 0.00826172
internal_weight=0 3217 504 445 398 304 228 126 3164 3103 3038 2984 233 2751 102 94
internal_count=3721 3217 504 445 398 304 228 126 3164 3103 3038 2984 233 2751 102 94
is_linear=0
shrinkage=0.0995203


Tree=1186
num_leaves=19
num_cat=0
split_feature=21 8 21 18 27 9 9 1 6 18 18 18 18 8 9 8 18 1
split_gain=0.22404 0.200588 0.722075 0.614879 0.455599 0.462969 1.41835 1.04936 0.533007 0.502378 0.349008 0.329448 0.468554 0.61281 0.527265 0.481736 1.08599 0.443322
threshold=-0.13730999999999999 -0.07106999999999998 -0.032929999999999994 -0.053034999999999992 0.085370000000000015 0.092775000000000024 0.094085000000000016 -0.51744999999999985 -0.055679999999999993 0.014860000000000003 0.23251500000000005 -0.20826999999999998 -0.093649999999999997 -0.077074999999999991 0.091200000000000017 -0.086995000000000003 -0.10726999999999999 -0.084759999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 -3 5 7 -7 -4 -8 -9 11 -2 15 17 -15 -13 -17 -14
right_child=1 2 4 -5 -6 6 8 9 -10 -11 -12 12 13 14 -16 16 -18 -19
leaf_value=0.0063626399758294197 -0.0062771217457730216 -0.00099993310491899271 0.015702459462028206 -0.016888098546962882 -0.0090983785974946239 -0.01690768594636706 0.0032496000235502265 0.0024003340052780272 -0.0031423917876643214 -0.0036715289072123854 0.0086590363301403406 0.013987082727684525 -0.0032139758536569273 0.014406477809741195 0.0018725466960752451 -0.0097102881386018913 0.010085582400321522 0.00043065748530162173
leaf_weight=53 74 46 49 51 58 58 219 454 315 192 50 48 437 51 96 46 68 1356
leaf_count=53 74 46 49 51 58 58 219 454 315 192 50 48 437 51 96 46 68 1356
internal_value=0 -0.000154265 -0.00106882 -0.00936195 -0.000470115 -8.06369e-05 -0.00212641 0.00166078 -0.000519424 0.000594426 0.000437812 0.000248528 0.000478651 4.88548e-05 0.00622663 0.00562054 0.00209059 -0.000457176
internal_weight=0 3668 1442 97 1345 1287 592 695 534 646 2226 2176 2102 1940 147 162 114 1793
internal_count=3721 3668 1442 97 1345 1287 592 695 534 646 2226 2176 2102 1940 147 162 114 1793
is_linear=0
shrinkage=0.0995203


Tree=1187
num_leaves=21
num_cat=0
split_feature=0 4 2 17 4 0 5 19 19 6 2 3 1 0 0 1 17 17 19 17
split_gain=0.170087 0.791115 0.503627 0.463755 0.593751 0.394214 0.261242 0.582757 0.684351 1.23612 0.588515 0.682556 0.488181 1.64835 0.783643 0.462862 0.45135 0.473173 0.294942 0.268018
threshold=0.0083400000000000019 0.11132500000000002 0.41061500000000012 -0.046254999999999998 0.084900000000000017 0.11291000000000002 -0.019465 0.11183000000000003 0.0069650000000000016 -0.0092549999999999993 0.10003000000000002 0.080495000000000025 -0.079434999999999992 -0.085894999999999985 -0.076154999999999987 -0.07825 0.00079000000000000023 -0.019465 0.13120500000000004 0.40441500000000008
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 -2 -6 12 8 10 -10 11 -8 13 16 -15 -14 17 -1 19 -17
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12 -13 15 14 -16 18 -18 -19 -20 -21
leaf_value=-0.00025545091256916536 -0.012066902534484865 -0.010309794122979875 0.0085158076385349127 0.0065359342048732644 0.0075998024419101752 -0.0034593950317914528 0.012839880401789482 0.010609035583953555 -0.019139042082472996 0.0034401658691897955 -0.0075688584764020943 0.001102702595153321 0.0090204525818993967 -0.019007685022059288 -0.0036768747605317943 -0.00062272566573538639 -0.0039644626961931398 0.014001797102599366 -0.0073416044453724827 0.0041398681303050234
leaf_weight=46 46 88 70 87 54 78 51 59 47 49 74 1311 53 79 57 1172 65 46 59 130
leaf_count=46 46 88 70 87 54 78 51 59 47 49 74 1311 53 79 57 1172 65 46 59 130
internal_value=0 -0.00213359 0.00016252 0.00057844 -0.00232877 0.00105862 -1.45306e-05 0.000902682 0.000528338 -0.00760571 0.00107269 0.0015428 -0.000869893 -0.00456718 -0.0125883 -0.000103185 0.00237583 0.00686428 -0.000459079 -0.000146569
internal_weight=0 353 3368 265 178 132 3298 1591 1532 96 1436 1362 1707 293 136 1414 157 92 1361 1302
internal_count=3721 353 3368 265 178 132 3298 1591 1532 96 1436 1362 1707 293 136 1414 157 92 1361 1302
is_linear=0
shrinkage=0.0995203


Tree=1188
num_leaves=13
num_cat=0
split_feature=2 2 18 0 5 20 7 0 2 21 21 6
split_gain=0.250667 0.578523 0.271244 0.186683 0.646952 0.266066 0.362864 0.370761 0.525344 0.280135 0.238116 0.122714
threshold=-0.23128999999999997 -0.16295499999999999 -0.046804999999999992 -0.229625 -0.087969999999999993 0.09327000000000002 0.083780000000000021 -0.18357499999999999 -0.14884499999999998 0.095970000000000014 0.08500000000000002 -0.13803499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 10 6 7 -5 -9 -7 -3 -11
right_child=1 3 -4 5 -6 9 -8 8 -10 11 -12 -13
leaf_value=-0.0001146860489312787 -0.010838639485260159 -0.0060103934485409927 0.0096680617751428704 0.0083884321151947508 0.01330588248355084 -0.0082096976547365915 -0.0067614401339806725 0.0090659686036841901 -4.6041255536140481e-05 -0.0042689999678846508 0.0036627510767318853 0.0018507373330453449
leaf_weight=57 49 48 55 55 46 79 74 64 3002 56 53 77
leaf_count=57 49 48 55 55 46 79 74 64 3002 56 53 77
internal_value=0 -9.86666e-05 0.00468203 4.91782e-05 0.00352175 -0.000100411 0.000125886 0.000289449 0.000143897 -0.00351473 -0.000926282 -0.00071984
internal_weight=0 3603 112 3554 147 3407 3195 3121 3066 212 101 133
internal_count=3715 3603 112 3554 147 3407 3195 3121 3066 212 101 133
is_linear=0
shrinkage=0.0995203


Tree=1189
num_leaves=13
num_cat=0
split_feature=2 2 18 20 0 0 21 0 0 0 26 0
split_gain=0.203189 0.469102 0.220011 0.151542 0.650995 0.683367 0.452862 0.71208 1.91509 0.510693 0.444147 0.78859
threshold=-0.23128999999999997 -0.16295499999999999 -0.046804999999999992 -0.072005 -0.22163999999999998 -0.13955999999999999 -0.085914999999999991 -0.25289499999999993 -0.225295 -0.17809 0.096980000000000025 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 -5 -8 -9 -10 11 -7
right_child=1 3 -4 6 5 10 7 8 9 -11 -12 -13
leaf_value=-0.00010327241377397066 -0.009759975603623414 0.01225689498341552 0.0087058946568109186 0.0091022052299947111 -0.0077621077737476301 0.0014679228289864355 0.011706514664512654 -0.01820253062369059 0.010040198355801513 -0.00054867509456372132 0.0093929910049005295 -0.011938767847881527
leaf_weight=57 49 49 55 49 90 783 46 61 46 2321 63 46
leaf_count=57 49 49 55 49 90 783 46 61 46 2321 63 46
internal_value=0 -8.88473e-05 0.00421535 4.42611e-05 0.00106106 0.000501578 -0.000370921 -0.000558877 -0.00079159 -0.000342546 0.00133628 0.000723017
internal_weight=0 3603 112 3554 1031 982 2523 2474 2428 2367 892 829
internal_count=3715 3603 112 3554 1031 982 2523 2474 2428 2367 892 829
is_linear=0
shrinkage=0.0995203


Tree=1190
num_leaves=16
num_cat=0
split_feature=2 2 5 3 18 0 5 5 2 5 2 2 20 2 0
split_gain=0.164693 0.380382 0.181225 0.162013 1.07962 1.57934 0.608774 1.14446 0.331062 0.317425 0.272985 0.258065 0.775338 0.473907 0.24628
threshold=-0.23128999999999997 -0.16295499999999999 0.51797000000000015 0.084380000000000024 -0.019539999999999998 -0.08317999999999999 -0.016815 -0.093384999999999982 -0.15197999999999998 -0.41880499999999998 -0.13088999999999998 -0.088385000000000005 -0.083970000000000003 -0.08569499999999998 -0.085684999999999997
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 9 -5 -6 -10 12 -12 -13 -8
right_child=1 3 -4 8 6 -7 14 -9 10 -11 11 13 -14 -15 -16
leaf_value=0.0085912576886841025 -0.0087886612317812675 -0.022436847822374185 0.00043993378282066207 -0.0072198966077870724 -0.0019066484262521748 0.0011047257182421766 0.010147351597824913 -0.015756348710703791 0.0071975813831490062 0.0074302516743658337 0.0039119106039056913 0.0049205855589842902 -0.0065241308122809078 0.00020609344840868347 0.001549235678494697
leaf_weight=46 49 54 66 57 88 59 74 48 58 61 115 231 182 2467 60
leaf_count=46 49 54 66 57 88 59 74 48 58 61 115 231 182 2467 60
internal_value=0 -7.99599e-05 0.00379511 3.98791e-05 -0.0017382 -0.010138 0.00112693 -0.00239008 0.00029399 0.00191035 0.000434544 0.0003033 -0.00248048 0.000610047 0.00630356
internal_weight=0 3603 112 3554 444 113 331 197 3110 149 3053 2995 297 2698 134
internal_count=3715 3603 112 3554 444 113 331 197 3110 149 3053 2995 297 2698 134
is_linear=0
shrinkage=0.0995203


Tree=1191
num_leaves=18
num_cat=0
split_feature=19 19 19 19 5 21 20 20 17 8 6 21 21 22 17 7 19
split_gain=0.161596 0.567458 0.702255 0.491497 0.348895 0.486595 0.204467 0.768355 0.485094 1.17299 0.353473 0.302102 0.640884 0.521925 0.462493 0.321265 0.139274
threshold=0.11174500000000002 0.10583000000000002 0.098950000000000024 0.11697000000000003 -0.015214999999999999 0.089910000000000032 -0.000135 -0.009049999999999999 0.047990000000000012 -0.087245000000000003 -0.10032499999999998 0.090715000000000032 0.084795000000000023 0.097330000000000014 -0.078119999999999995 0.077685000000000018 0.13120500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 5 -5 7 8 10 -10 -1 12 15 14 -13 -8 -7
right_child=3 -3 -4 4 -6 16 11 -9 9 -11 -12 13 -14 -15 -16 -17 -18
leaf_value=-0.0050221047507124517 -0.010805897678165515 0.0092171415255674714 -0.011916885517235166 -0.01111054721831975 0.0063316651548066287 0.0049438128633012878 -5.2234343592055871e-05 0.011121054249357075 -0.0038492416743342653 0.012998372328399489 0.00050031104089214885 -0.0020594553162844851 0.01086908384472389 0.0027628200857682415 -0.014701199526564034 -0.0064624173206158479 -0.0022582807947145165
leaf_weight=132 54 68 48 47 59 49 1767 73 73 93 880 58 52 66 57 81 58
leaf_count=132 54 68 48 47 59 49 1767 73 73 93 880 58 52 66 57 81 58
internal_value=0 0.000215932 3.46e-05 -0.00232539 -0.000171561 -0.00266837 0.000207016 0.00121267 0.000597955 0.00558455 -0.000219195 -0.000397141 -2.66112e-05 -0.00428216 -0.00833249 -0.000333643 0.00103222
internal_weight=0 3448 3380 267 213 154 3332 1251 1178 166 1012 2081 1900 181 115 1848 107
internal_count=3715 3448 3380 267 213 154 3332 1251 1178 166 1012 2081 1900 181 115 1848 107
is_linear=0
shrinkage=0.0995203


Tree=1192
num_leaves=15
num_cat=0
split_feature=18 0 7 2 8 21 9 13 8 9 9 21 0 2
split_gain=0.616593 0.491963 0.419271 0.989373 0.442109 0.62681 0.509555 0.416398 0.376278 0.289261 0.467683 0.273378 0.860832 0.852352
threshold=0.19545000000000004 -0.074264999999999984 -0.068034999999999998 0.10449500000000002 0.058495000000000012 0.10470500000000002 0.085525000000000032 1.0000000180025095e-35 0.03530500000000001 0.10814500000000002 0.098875000000000018 -0.055524999999999998 -0.23032 -0.083204999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 6 -6 8 11 10 -8 13 -13 -4
right_child=1 -3 4 -5 5 -7 9 -9 -10 -11 -12 12 -14 -15
leaf_value=0.0032316823436641818 0.0017296728859015136 0.015153114606367252 0.0028454647829714596 -0.016859952190997583 -0.0097157570727191295 -0.013045254414262341 -0.0006606017497578665 0.0083629141523102919 0.008604666890265119 -0.0052860593758137864 0.011277434796065088 0.010808476194065438 0 -0.0078776556223363551
leaf_weight=49 66 46 137 48 59 57 105 62 51 57 47 75 2710 158
leaf_count=49 66 46 137 48 59 57 105 62 51 57 47 75 2710 158
internal_value=0 0.00725019 -0.00024748 -0.00670213 -6.92768e-05 -0.00356639 -0.0015473 0.000286421 0.000126229 0.000754707 0.00302538 -1.38953e-05 0.00029099 -0.00289499
internal_weight=0 112 3615 97 3518 325 268 3193 3131 209 152 3080 2785 295
internal_count=3727 112 3615 97 3518 325 268 3193 3131 209 152 3080 2785 295
is_linear=0
shrinkage=0.0995203


Tree=1193
num_leaves=25
num_cat=0
split_feature=17 3 8 1 26 17 6 17 8 9 17 8 20 1 30 27 1 27 17 0 20 1 8 1
split_gain=0.246822 0.583274 0.591444 0.944893 0.92142 0.425126 0.822849 0.536418 0.509133 0.94147 0.762982 0.624414 0.528005 0.52378 0.409486 0.411859 0.937688 0.674927 0.448055 0.747218 0.408997 0.40003 0.3516 0.258554
threshold=-0.067414999999999989 0.083955000000000016 -0.082739999999999994 0.043640000000000005 0.085465000000000027 -0.078119999999999995 1.0000000180025095e-35 -0.083000000000000004 -0.086154999999999995 0.087495000000000031 -0.088525000000000006 -0.077784999999999993 -0.0096699999999999998 -0.50763499999999995 0.10000000000000002 0.083650000000000016 0.50462500000000021 0.093190000000000023 -0.011174999999999999 -0.071799999999999989 -0.085039999999999991 -0.0083149999999999995 0.093085000000000015 -0.092954999999999996
decision_type=2 2 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 7 -7 8 9 12 11 21 20 -13 15 16 18 -17 19 -3 -1 -10 -20 -14
right_child=1 14 3 -5 -6 6 -8 -9 10 -11 -12 13 23 -15 -16 17 -18 -19 22 -21 -22 -23 -24 -25
leaf_value=-0.005258235968945554 0.0010306216072823032 -0.006349866674632075 -0.011777117222485402 0.0064631856172919482 0.017716636358162435 -0.00044503601512276404 0.016122075002741463 -0.0082414535211585288 0.0036322181929490877 0.0075279956185343748 0.013091232714811846 0.0078836200657557767 -0.0064754791128243368 -0.0012218930527703104 -0.008669945708495122 0.014023147151270413 -0.013647074212946676 -0.00092675800846945644 -0.00044144210327031505 0.0039184197819309447 -0.018561281658421164 0.013846012735712575 0.0068383452821657335 0.0037966639983321366
leaf_weight=46 74 295 49 66 59 69 52 66 184 63 58 70 49 589 70 47 59 82 1377 92 46 48 69 48
leaf_count=46 74 295 49 66 59 69 52 66 184 63 58 70 49 589 70 47 59 82 1377 92 46 48 69 48
internal_value=0 -0.000643804 0.00391878 -0.00130165 0.00843885 0.00103141 0.00666795 0.000492469 0.000973117 -0.00300196 0.00202953 0.00130855 -0.00651628 -0.000253449 -0.00118533 -0.00092569 -0.00129699 0.00451376 -0.000899027 -0.00390671 -0.0119187 0.00574895 -9.35e-05 -0.00138392
internal_weight=0 2339 248 115 133 1388 121 1267 1201 252 949 891 189 659 2091 2021 1892 129 1833 387 92 232 1446 97
internal_count=3727 2339 248 115 133 1388 121 1267 1201 252 949 891 189 659 2091 2021 1892 129 1833 387 92 232 1446 97
is_linear=0
shrinkage=0.0995203


Tree=1194
num_leaves=12
num_cat=0
split_feature=18 20 19 2 28 30 26 3 17 17 3
split_gain=0.48232 0.421302 0.351935 0.4059 0.304708 0.327586 0.3827 0.348204 0.300881 0.790721 0.648911
threshold=0.19545000000000004 -0.079809999999999992 0.13120500000000004 -0.069129999999999983 0.082705000000000015 0.10000000000000002 -0.396395 0.13345500000000002 0.10932500000000002 0.077740000000000017 0.09940000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 -1 -7 9 -8 -10
right_child=1 -3 3 -5 -6 7 8 -9 10 -11 -12
leaf_value=0.0084577989808458185 0.013212161857981885 0.00091847490458070989 0.00056727768059415182 -0.012370104137021536 0.0065421232467147983 -0.010818471149584123 -0.0003091496118670034 0.00069152713897855484 -0.00012569901953857462 -0.011677113421259683 0.0076449804491719939
leaf_weight=52 50 62 46 50 68 58 2700 47 385 62 147
leaf_count=52 50 62 46 50 68 58 2700 47 385 62 147
internal_value=0 0.00641404 -0.000217195 -0.00616242 -5.47735e-05 -0.000184999 -1.2989e-05 -0.00565858 -0.00014696 -0.000564629 0.00201992
internal_weight=0 112 3615 96 3519 3451 3346 105 3294 2762 532
internal_count=3727 112 3615 96 3519 3451 3346 105 3294 2762 532
is_linear=0
shrinkage=0.0995203


Tree=1195
num_leaves=16
num_cat=0
split_feature=18 8 7 2 8 0 9 9 9 13 27 8 2 27 19
split_gain=0.391189 0.416212 0.285907 0.772177 0.37623 0.573057 0.561463 0.357281 0.413537 0.326931 0.313247 0.62413 0.590401 0.540751 0.235329
threshold=0.19545000000000004 -0.080445000000000003 -0.068034999999999998 0.10449500000000002 0.058495000000000012 -0.100285 0.090695000000000012 0.10814500000000002 0.099330000000000016 1.0000000180025095e-35 0.093000000000000013 -0.076554999999999998 -0.013174999999999999 0.088710000000000025 0.098950000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 9 -6 -7 8 -8 10 13 12 -12 14 -4
right_child=1 -3 4 -5 5 6 7 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.0032490093536647982 -0.00049651269114702964 0.011630888135760209 0.0004489033238056822 -0.014500232226848681 0.0066363819570228371 -0.012387678218636265 -0.0035014405958712336 -0.0084297280087080942 0.0079047199566221211 0.0074362564988342426 -0.0017468356146307143 0.0053421604680476444 -0.016831505086031092 0.010624090015649217 -0.0028409774592535139
leaf_weight=49 54 58 2697 48 49 75 88 64 49 62 57 46 47 50 234
leaf_count=49 54 58 2697 48 49 75 88 64 49 62 57 46 47 50 234
internal_value=0 0.00577644 -0.000195557 -0.00552568 -4.83593e-05 -0.00327444 -0.00503693 -0.00229004 0.000572161 0.000279751 0.000137776 -0.00429941 -0.00857182 0.000361325 0.000185972
internal_weight=0 112 3615 97 3518 325 276 201 137 3193 3131 150 104 2981 2931
internal_count=3727 112 3615 97 3518 325 276 201 137 3193 3131 150 104 2981 2931
is_linear=0
shrinkage=0.0995203


Tree=1196
num_leaves=12
num_cat=0
split_feature=12 4 0 0 4 8 8 36 0 5 27
split_gain=0.295275 0.178397 0.765745 0.612499 0.345716 0.340511 0.314236 0.425601 0.386566 0.472743 0.316297
threshold=0.097490000000000021 0.12631500000000004 -0.117355 -0.092939999999999995 0.13962500000000003 -0.50270999999999988 -0.36115499999999995 0.086430000000000021 0.048265000000000009 0.13648000000000002 0.098515000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 -7 8 10 -10 -8
right_child=-2 2 3 4 -6 6 7 -9 9 -11 -12
leaf_value=-0.0087709778084225781 0.0073385871715269625 0.012631611954726464 -0.010114519098060343 0.0077639374708069033 -0.0016634777037544926 0.0069277024842923128 -0.00058041749612777326 -0.0091271250734183459 0.011129304306439077 0.00085323702430728423 0.0060057224891521387
leaf_weight=46 54 57 49 71 84 61 2975 53 64 145 74
leaf_count=46 54 57 49 71 84 61 2975 53 64 145 74
internal_value=0 -7.43138e-05 0.00243325 -0.000412275 0.00264961 -0.000266032 -0.000149767 -0.000280406 -0.000136239 0.00400389 -0.000420302
internal_weight=0 3679 261 204 155 3418 3372 3311 3258 209 3049
internal_count=3733 3679 261 204 155 3418 3372 3311 3258 209 3049
is_linear=0
shrinkage=0.0995203


Tree=1197
num_leaves=14
num_cat=0
split_feature=21 5 18 0 12 3 18 6 4 3 2 2 21
split_gain=0.27298 0.709941 0.919634 0.664847 0.408979 0.24634 0.264578 0.236238 0.506798 1.42505 0.42894 0.266548 0.228082
threshold=-0.079684999999999992 -0.0038499999999999997 -0.015069999999999998 -0.096724999999999992 0.081895000000000023 0.17152000000000003 0.24916000000000005 -0.42102499999999998 0.10868000000000001 0.11252000000000002 0.10274500000000002 0.0021050000000000005 0.088120000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 11 10 -10 -9 -2 -7
right_child=4 -3 3 -5 -6 12 -8 8 9 -11 -12 -13 -14
leaf_value=-0.014803219993170217 9.9079428107870285e-05 0.0050737622519404363 -0.0071538974452599133 0.0072169427649099041 0.0071753785573187819 0.010026028495522197 -0.0057317006872790802 0.00019994998311118222 0.02044436115226058 0.00089662320158715976 -0.0055299297966880014 -0.0081210459385417915 0.00030432748079115322
leaf_weight=75 85 79 74 56 83 47 79 2664 46 188 136 72 49
leaf_count=75 85 79 74 56 83 47 79 2664 46 188 136 72 49
internal_value=0 -0.00293604 -0.00602674 -0.000957084 0.000273892 0.000103469 -4.21586e-05 9.84417e-05 0.000293481 0.00474284 -7.80662e-05 -0.00366545 0.00507244
internal_weight=0 284 205 130 3449 3366 3270 3191 3034 234 2800 157 96
internal_count=3733 284 205 130 3449 3366 3270 3191 3034 234 2800 157 96
is_linear=0
shrinkage=0.0995203


Tree=1198
num_leaves=13
num_cat=0
split_feature=21 5 5 3 12 3 18 27 6 0 21 2
split_gain=0.221317 0.575709 0.797527 0.443412 0.331617 0.199819 0.214539 0.233519 0.29952 0.386504 0.184869 0.167675
threshold=-0.079684999999999992 -0.0038499999999999997 -0.021235 0.093835000000000016 0.081895000000000023 0.17152000000000003 0.24916000000000005 0.10868000000000001 -0.40707999999999994 -0.142265 0.088120000000000018 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 11 -10 -7 -2
right_child=4 -3 -4 -5 -6 10 -8 -9 9 -11 -12 -13
leaf_value=-0.0079361634442853685 -0.0010438984311875359 0.0045688200748296602 -0.016970003754321211 0.0026313915173309639 0.0064612830344462635 0.009028235872618447 -0.0051612806951921528 0.0063458674697325149 0.0033311875771489712 -0.00021167974964588179 0.00027404085129602393 -0.0074816900395185881
leaf_weight=71 82 79 46 88 83 47 79 58 345 2627 49 79
leaf_count=71 82 79 46 88 83 47 79 58 345 2627 49 79
internal_value=0 -0.00264356 -0.00542696 -0.00208231 0.000246705 9.32203e-05 -3.79131e-05 8.86703e-05 -2.69055e-05 0.000199313 0.00456848 -0.0042079
internal_weight=0 284 205 159 3449 3366 3270 3191 3133 2972 96 161
internal_count=3733 284 205 159 3449 3366 3270 3191 3133 2972 96 161
is_linear=0
shrinkage=0.0995203


Tree=1199
num_leaves=18
num_cat=0
split_feature=21 6 21 1 3 12 3 3 26 0 5 2 6 1 2 1 20
split_gain=0.181993 0.327133 0.557812 0.354636 0.331288 0.280258 0.21667 0.361866 0.517118 0.37976 0.324544 0.483814 0.298161 0.406487 0.466579 0.568629 0.360073
threshold=-0.067244999999999985 -0.011749999999999998 -0.085914999999999991 0.23993500000000004 0.092300000000000021 0.097490000000000021 0.12168500000000003 0.13085500000000003 0.090455000000000021 -0.117355 0.15627500000000003 0.14685000000000001 -0.425425 0.27552000000000004 0.10274500000000002 -0.090374999999999997 -0.095634999999999998
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 -3 6 12 8 -8 -9 11 -11 -2 14 16 -16 -14
right_child=5 2 -4 -5 -6 -7 7 9 -10 10 -12 -13 13 -15 15 -17 -18
leaf_value=0.007646670972093172 -0.00594780004067922 -0.0049359872519116089 -0.01092009779899638 -0.0027579225509186955 0.0058384489771265693 0.007792200244077209 0.014763082872101502 0.0081073645100609056 0.00042997773486981252 0.00020536122851233011 0.0046087398102898046 -0.010470517190473616 0.0051179448840851949 0.0087182107749667094 0.00062132360828985654 -0.012191326949633464 -0.00013964411869169384
leaf_weight=56 86 65 84 77 50 48 49 56 51 140 77 60 136 52 68 69 2509
leaf_count=56 86 65 84 77 50 48 49 56 51 140 77 60 136 52 68 69 2509
internal_value=0 -0.00219985 -0.0047548 0.00161681 -0.000244331 0.000241277 0.000132937 0.00221058 0.00746139 0.000631302 -0.00087715 -0.00299331 -0.000174871 2.43182e-08 -0.000162638 -0.00582579 0.00013038
internal_weight=0 332 199 133 115 3401 3353 433 100 333 277 200 2920 2834 2782 137 2645
internal_count=3733 332 199 133 115 3401 3353 433 100 333 277 200 2920 2834 2782 137 2645
is_linear=0
shrinkage=0.0995203


Tree=1200
num_leaves=18
num_cat=0
split_feature=18 8 18 18 5 3 5 2 0 10 10 3 0 17 2 18 18
split_gain=0.196556 0.505985 0.496871 0.377459 0.347244 0.653435 0.517163 0.6892 0.366474 0.259693 0.359832 0.330794 0.307729 1.10259 0.343976 0.22765 0.205264
threshold=0.09729500000000002 -0.39070999999999995 0.10256000000000003 0.093865000000000018 -0.026719999999999997 0.10119000000000002 -0.072535000000000002 -0.080604999999999996 -0.083390000000000006 0.09407500000000002 0.087275000000000019 0.17152000000000003 -0.10096999999999999 -0.10193000000000001 0.11241000000000002 0.12665000000000004 0.11504500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 9 6 -6 7 -4 -8 10 11 12 13 -1 -14 -10 -9
right_child=1 2 4 -5 5 -7 8 16 15 -11 -12 -13 14 -15 -16 -17 -18
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leaf_weight=59 50 50 61 71 49 75 54 51 76 60 62 67 2204 540 86 52 67
leaf_count=59 50 50 61 71 49 75 54 51 76 60 62 67 2204 540 86 52 67
internal_value=0 -0.00197758 -0.00287346 8.61745e-06 -0.00189766 -0.00644163 -0.000334583 -0.00413487 0.00339857 -0.000156606 -2.74423e-05 -0.000185091 -0.000345686 -0.00235407 0.000179294 0.000491237 -0.00857723
internal_weight=0 585 535 3149 485 124 361 179 182 3078 3018 2956 2889 599 2290 128 118
internal_count=3734 585 535 3149 485 124 361 179 182 3078 3018 2956 2889 599 2290 128 118
is_linear=0
shrinkage=0.0995203


Tree=1201
num_leaves=14
num_cat=0
split_feature=20 5 20 12 4 6 4 6 11 5 6 0 0
split_gain=0.178448 0.26593 0.225149 0.264432 0.350184 0.610165 0.376707 0.487257 0.357209 0.265385 0.765385 0.513315 0.232227
threshold=0.13407000000000005 -0.035924999999999999 0.09327000000000002 0.094205000000000025 0.11860000000000002 -0.242115 0.12719000000000005 -0.25061999999999995 -0.065469999999999987 -0.091229999999999992 0.092980000000000021 -0.10287 -0.095649999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -6 8 -8 10 -7 -11 -4
right_child=1 -3 12 -5 6 9 7 -9 -10 11 -12 -13 -14
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leaf_weight=58 80 46 50 55 53 533 49 85 73 203 80 2285 84
leaf_count=58 80 46 50 55 53 533 49 85 73 203 80 2285 84
internal_value=0 0.00340866 -0.000400954 -0.000246303 -0.000135934 -0.000425114 0.00337445 0.00145307 -0.00257226 -0.000235686 0.0016187 -0.000692904 -0.00440423
internal_weight=0 126 3608 3474 3419 3159 260 207 122 3101 613 2488 134
internal_count=3734 126 3608 3474 3419 3159 260 207 122 3101 613 2488 134
is_linear=0
shrinkage=0.0995203


Tree=1202
num_leaves=20
num_cat=0
split_feature=18 18 18 2 2 26 5 18 6 21 2 2 2 20 20 35 13 11 2
split_gain=0.176644 0.378077 0.359798 0.428545 0.685172 0.272775 0.471993 0.541158 0.235851 0.207345 0.575079 0.555463 0.50498 0.594756 0.49936 0.330076 0.317021 0.4159 0.460471
threshold=0.09679500000000002 0.093865000000000018 0.10085500000000001 0.12875500000000004 -0.0064000000000000003 0.086130000000000026 -0.026719999999999997 0.15374500000000005 0.041585000000000011 -0.032929999999999994 -0.083204999999999987 0.10274500000000002 -0.085599999999999996 -0.13620999999999997 -0.048779999999999997 -0.083194999999999991 0.081445000000000031 -0.11166 0.41061500000000012
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 -2 4 5 8 7 -7 -4 10 12 14 13 -1 -12 -11 17 -17 -19
right_child=2 -3 3 -5 -6 6 -8 -9 -10 15 11 -13 -14 -15 -16 16 -18 18 -20
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leaf_weight=59 56 61 75 62 48 202 53 53 46 47 69 67 56 55 55 52 58 2511 49
leaf_count=59 56 61 75 62 48 202 53 53 46 47 69 67 56 55 55 52 58 2511 49
internal_value=0 5.26426e-05 -0.00181737 -0.00102683 -0.00203985 -0.00077616 -0.0023506 -0.000571097 0.00322475 -0.000100852 -0.00234189 -0.00609029 0.00186473 -0.00193089 -0.010036 0.000196606 5.0763e-05 0.000212662 3.33626e-05
internal_weight=0 3139 595 539 477 429 308 255 121 3078 361 191 170 114 124 2717 2670 2612 2560
internal_count=3734 3139 595 539 477 429 308 255 121 3078 361 191 170 114 124 2717 2670 2612 2560
is_linear=0
shrinkage=0.0995203


Tree=1203
num_leaves=16
num_cat=0
split_feature=18 5 21 17 17 18 18 9 6 6 18 6 5 1 8
split_gain=0.164606 0.414659 0.342585 0.261974 0.446486 0.394425 0.516137 0.379697 0.363632 0.349823 0.73256 0.636872 0.673814 0.328374 0.260393
threshold=0.15891500000000006 -0.026719999999999997 0.15544000000000005 0.11639500000000001 0.10178500000000003 0.11906500000000002 0.09729500000000002 0.086635000000000031 -0.48214499999999999 0.11642500000000001 -0.082019999999999996 0.097375000000000031 -0.50126999999999999 -0.050379999999999994 -0.065539999999999987
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 8 -8 -1 10 -5 12 -12 -11 -7
right_child=1 -3 -4 9 -6 14 7 -9 -10 13 11 -13 -14 -15 -16
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leaf_weight=51 65 86 48 49 51 46 49 141 2562 57 50 51 334 47 47
leaf_count=51 65 86 48 49 51 46 49 141 2562 57 50 51 334 47 47
internal_value=0 -0.00343955 -8.48198e-05 -0.000198442 0.00018399 2.11473e-05 -0.000190125 -0.00519839 0.00017373 -0.00211655 -0.0032426 -0.00194097 -0.00333026 0.00311608 0.00639764
internal_weight=0 151 3583 3535 2947 2896 2803 190 2613 588 484 435 384 104 93
internal_count=3734 151 3583 3535 2947 2896 2803 190 2613 588 484 435 384 104 93
is_linear=0
shrinkage=0.0995203


Tree=1204
num_leaves=10
num_cat=0
split_feature=12 5 29 27 30 30 3 3 3
split_gain=0.243883 0.192585 0.183748 0.468291 0.286256 0.338323 0.348244 0.44679 0.225796
threshold=0.094205000000000025 -0.54623499999999992 -0.084525000000000003 0.093785000000000021 0.10801000000000002 0.092515000000000028 0.17152000000000003 0.14940500000000004 0.092115000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 6 7 -4 -3
right_child=-2 2 4 -5 -6 -7 -8 -9 -10
leaf_value=0.0051993246301881204 -0.0063654209433465191 -0.0027630203415632331 0.00018807446839916807 0.0045144958093522496 0.0068271670234626011 -0.0074788583066096167 0.0073449645054962419 -0.0092920528273828587 -0.012547363911110372
leaf_weight=73 58 48 3226 48 63 58 66 50 46
leaf_count=73 58 48 3226 48 63 58 66 50 46
internal_value=0 0.000138574 3.58679e-05 -0.00347259 0.000179968 5.65589e-05 0.00018758 4.31339e-05 -0.00755982
internal_weight=0 3678 3605 142 3463 3400 3342 3276 94
internal_count=3736 3678 3605 142 3463 3400 3342 3276 94
is_linear=0
shrinkage=0.0995203


Tree=1205
num_leaves=14
num_cat=0
split_feature=12 1 4 4 1 1 0 4 4 4 3 4 4
split_gain=0.197756 0.168671 1.10125 0.482694 0.426595 0.368943 0.427587 0.38481 0.328064 0.585284 0.916478 0.350718 0.401066
threshold=0.094205000000000025 0.27998000000000006 0.10724500000000002 0.13584500000000002 0.26846000000000009 0.42491000000000007 -0.117355 0.13881500000000005 0.10947000000000003 0.11374000000000002 0.13451500000000002 0.10515500000000001 0.094025000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 -4 -7 -8 11 -10 -11 12 -1
right_child=-2 2 5 -5 -6 6 7 -9 9 10 -12 -13 -14
leaf_value=0.00023563837764218552 -0.0057319330527527915 0.015123893987424241 -0.0067978153353775769 0.0091627675859036108 -0.0097547036574783339 0.0090727549037228974 0.0030787574656605619 -0.0074629552874496477 -0.013277851534877299 0.006926753967923035 -0.010665923117149933 0.0068088351725787673 -0.0048849631757849777
leaf_weight=2849 58 55 66 55 46 57 86 57 51 69 51 76 160
leaf_count=2849 58 55 66 55 46 57 86 57 51 69 51 76 160
internal_value=0 0.000124783 0.00230433 -8.33845e-05 -0.000237642 -0.000343254 0.00178266 -0.00111746 -0.000102935 -0.00434612 -0.000543313 0.000131997 -3.63715e-05
internal_weight=0 3678 321 3357 3302 266 200 143 3256 171 120 3085 3009
internal_count=3736 3678 321 3357 3302 266 200 143 3256 171 120 3085 3009
is_linear=0
shrinkage=0.0995203


Tree=1206
num_leaves=17
num_cat=0
split_feature=3 17 5 17 17 9 9 25 10 7 4 4 4 4 18 17
split_gain=0.172222 0.577609 0.830418 0.550898 0.524926 0.716957 0.341398 0.197208 0.224895 0.286905 0.608057 0.578731 1.58197 1.01296 0.328988 0.298161
threshold=0.083875000000000019 0.11639500000000001 -0.011514999999999999 -0.085229999999999986 -0.033249999999999995 0.08846500000000003 -1.0000000180025095e-35 0.082255000000000023 0.091080000000000022 0.020750000000000005 0.087155000000000024 0.077430000000000013 0.08544000000000003 0.089610000000000009 -0.43123499999999998 -0.067864999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6 8 9 11 -11 14 -13 -14 -2 -16
right_child=7 -3 3 -5 5 -7 -8 -9 -10 10 -12 12 13 -15 15 -17
leaf_value=-0.0045150333547336156 -0.0052111874183312593 -0.012294940788467644 -0.0018899659018413494 -0.015157271547386155 0.0056992470362020181 -0.0024426319856485079 0.017731559059567137 0.0054508484833012049 -0.0062808056670158154 -0.004071643887319734 0.010380031228660918 -0.018124324246955797 0.011111684048254444 -0.002441750237843883 0.0025843686462658252 0.00020479600177926603
leaf_weight=59 88 47 88 48 46 55 48 71 53 46 77 59 61 521 776 1593
leaf_count=59 88 47 88 48 46 55 48 71 53 46 77 59 61 521 776 1593
internal_value=0 -0.00194582 -0.000529466 -0.00657857 0.00342178 0.00657004 0.0118521 0.000261503 0.000148716 0.000254765 0.00496868 6.73441e-05 -0.00259544 -0.00101979 0.000762363 0.000984605
internal_weight=0 391 344 136 208 149 94 3345 3274 3221 123 3098 641 582 2457 2369
internal_count=3736 391 344 136 208 149 94 3345 3274 3221 123 3098 641 582 2457 2369
is_linear=0
shrinkage=0.0995203


Tree=1207
num_leaves=15
num_cat=0
split_feature=20 20 21 8 17 8 5 0 20 38 8 0 0 17
split_gain=0.149694 0.666716 0.417031 0.868186 0.548679 0.37926 0.335687 0.413822 0.739055 0.306609 0.300411 0.462821 0.419224 0.093847
threshold=-0.094259999999999997 -0.089224999999999985 0.084485000000000018 0.041960000000000011 -0.15450999999999998 -0.082654999999999992 -0.54382499999999989 -0.225295 -0.0058900000000000003 -0.08236499999999998 -0.42441999999999996 -0.10148 -0.142265 -0.008454999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 -1 -3 8 -8 -9 11 -11 -12 -7
right_child=1 6 3 -5 -6 13 7 9 -10 10 12 -13 -14 -15
leaf_value=0.0076807449172410372 0.012002057004220109 0.0069347788795929869 -0.018555826271870683 0.0042587756222858611 -0.0047849780137874821 0.00054650669093103514 -0.014160627768995461 0.0081159623053387569 0.001542099093793464 -0.011478633692531446 0.0048708855991535707 0.00081151564436429452 -8.3877783071570962e-05 -0.0053964355479615127
leaf_weight=64 47 69 47 63 74 61 56 47 63 56 180 66 2797 46
leaf_count=64 47 69 47 63 74 61 56 47 63 56 180 66 2797 46
internal_value=0 0.000231515 -0.00191668 -0.00520603 -0.0101408 0.00161795 6.53375e-05 -7.95853e-05 -0.00584054 0.000138067 1.68089e-05 -0.00482316 0.00021543 -0.00200075
internal_weight=0 3381 355 184 121 171 3334 3265 119 3146 3099 122 2977 107
internal_count=3736 3381 355 184 121 171 3334 3265 119 3146 3099 122 2977 107
is_linear=0
shrinkage=0.0995203


Tree=1208
num_leaves=17
num_cat=0
split_feature=7 7 3 6 2 0 3 6 2 0 26 18 0 17 4 4
split_gain=0.387515 0.217534 0.271912 0.941014 0.381431 0.577862 1.35272 0.532094 1.28778 0.309248 0.470434 0.306654 0.494603 0.422954 0.300488 0.261237
threshold=-0.23835999999999999 0.093110000000000012 0.083875000000000019 0.085955000000000018 0.10449500000000002 -0.15758999999999998 0.090905000000000027 0.038300000000000008 0.11804000000000002 -0.10148 0.08425500000000001 -0.09053499999999999 -0.076154999999999987 -0.067864999999999995 0.12205500000000002 0.11181500000000001
decision_type=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 8 -6 -2 15 12 -7 -13 -10 -11
right_child=1 -3 4 -5 7 11 -8 -9 14 10 -12 13 -14 -15 -16 -17
leaf_value=0.0087933827443579752 0.0057433208727207105 0.0051347107222749541 0.0029212419853243007 -0.013951037178835857 0.019357591775528465 0.00087688194463112802 -0.017792200261553082 -0.0057602088455559648 -0.0012746808798699059 0.0035335690146142506 -0.0095129219053610419 0.002658151134855354 -0.005082096968101143 -0.00041673085242370153 0.0058674984517417678 -0.0041110788830098759
leaf_weight=48 61 74 65 63 50 267 60 56 136 108 64 609 285 1625 102 75
leaf_count=48 61 74 65 63 50 267 60 56 136 108 64 609 285 1625 102 75
internal_value=0 -0.000206264 -0.000315489 -0.00286821 -2.42827e-05 -0.000394874 -0.00701466 0.00310936 0.00483684 -0.000598609 -0.00216815 -9.75683e-05 -0.00219828 0.000421132 0.00178281 0.000396043
internal_weight=0 3700 3626 371 3255 2911 125 344 288 308 247 2786 552 2234 238 183
internal_count=3748 3700 3626 371 3255 2911 125 344 288 308 247 2786 552 2234 238 183
is_linear=0
shrinkage=0.0995203


Tree=1209
num_leaves=19
num_cat=0
split_feature=7 7 3 6 2 3 5 0 0 4 29 5 17 1 4 4 17 1
split_gain=0.314222 0.176394 0.220483 0.763026 0.309237 0.498018 0.539172 0.65604 0.472295 1.04515 1.13483 0.598543 0.301796 0.585913 0.513823 0.657513 0.210786 0.212299
threshold=-0.23835999999999999 0.093110000000000012 0.083875000000000019 0.085955000000000018 0.10449500000000002 0.10525500000000003 -0.51412499999999994 -0.14075499999999999 -0.13056499999999996 0.095545000000000033 -0.078484999999999985 -0.093384999999999982 -0.07496499999999999 -0.052259999999999994 0.12061000000000001 0.079795000000000019 -0.56655999999999984 0.054560000000000004
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 8 -6 -7 -8 9 11 -11 -4 13 -2 15 -14 -10 -18
right_child=1 -3 4 -5 5 6 7 -9 16 10 -12 -13 14 -15 -16 -17 17 -19
leaf_value=0.0079182637516953432 0.0016087457244204535 0.0046237035657032488 -0.0044100035136781113 -0.012562627432185071 0.012320552934099185 -0.0067960713448316249 0.012189886232282014 0.00029522676799704725 -0.0063737891265226538 -0.0010903964874615331 -0.022568868598840764 0.0086403103242341812 -0.0013042095821576853 -0.012976395326207039 -0.0039718076336743412 0.014003382408905344 0.00053852881942976116 -0.0019151295803986551
leaf_weight=48 63 74 87 63 47 64 63 170 50 46 52 58 56 48 86 55 2203 415
leaf_count=48 63 74 87 63 47 64 63 170 50 46 52 58 56 48 86 55 2203 415
internal_value=0 -0.000185715 -0.000284092 -0.00258277 -2.1841e-05 0.00279967 0.00129025 0.00351489 -0.000355548 -0.00455593 -0.0124955 0.000804477 -0.00053877 -0.00469097 0.00179664 0.00627326 2.67141e-05 0.000149267
internal_weight=0 3700 3626 371 3255 344 297 233 2911 243 98 145 308 111 197 111 2668 2618
internal_count=3748 3700 3626 371 3255 344 297 233 2911 243 98 145 308 111 197 111 2668 2618
is_linear=0
shrinkage=0.0995203


Tree=1210
num_leaves=11
num_cat=0
split_feature=4 5 11 0 1 1 8 4 4 1
split_gain=0.307996 0.804053 0.301412 0.265508 0.26002 0.354947 0.236938 0.442638 0.648493 0.383004
threshold=0.13584500000000002 -0.25464999999999999 -0.15300499999999997 -0.096359999999999987 0.51334500000000016 0.42491000000000007 -0.51030999999999993 0.11174500000000002 0.10739000000000003 -0.06551499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 -4 8 -8 -9
right_child=1 -3 4 -5 -6 -7 7 9 -10 -11
leaf_value=-0.0082918699164846142 -0.0065935534119005851 0.012820410310862557 0.0065873731950377582 0.0026247089252633424 -0.0066778755842171475 0.0071032623198253701 -0.00026625090934703544 -0.013038121152210772 0.0099324251701494847 -0.0021999039663241171
leaf_weight=46 48 65 50 87 60 67 3111 47 63 104
leaf_count=46 48 65 50 87 60 67 3111 47 63 104
internal_value=0 0.00372593 -0.000287986 -0.000646833 -0.000182619 -6.91572e-05 -0.000211786 -0.000314275 -6.35617e-05 -0.00557881
internal_weight=0 200 3548 135 3502 3442 3375 3325 3174 151
internal_count=3748 200 3548 135 3502 3442 3375 3325 3174 151
is_linear=0
shrinkage=0.0995203


Tree=1211
num_leaves=11
num_cat=0
split_feature=7 9 9 3 6 19 27 29 3 3
split_gain=0.244155 0.141439 0.594519 0.438461 0.653018 0.305995 0.255687 0.281743 0.298623 0.213714
threshold=-0.23835999999999999 0.11296000000000002 0.11007500000000002 0.10214500000000003 -0.03252 -0.071824999999999986 -0.086859999999999993 -0.08570499999999999 0.083875000000000019 0.12992500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -3 -5 -2 -7 -8 -9 -6
right_child=1 3 -4 4 9 6 7 8 -10 -11
leaf_value=0.0069855700547405645 0.0063199273467248081 0.0044987713379497519 0.011245628374353979 -0.011780018767664206 -0.0038734921395113717 -0.0063227095089301265 0.0073325832122644683 -0.0031310219205993696 5.0430013704554063e-05 0.0051905389930411985
leaf_weight=48 71 66 46 79 57 68 49 325 2892 47
leaf_count=48 71 66 46 79 57 68 49 325 2892 47
internal_value=0 -0.00015796 7.08401e-06 -0.00244867 -0.00495877 -0.000144503 -0.000282414 -0.000156401 -0.000270724 0.000214882
internal_weight=0 3700 3451 249 183 3405 3334 3266 3217 104
internal_count=3748 3700 3451 249 183 3405 3334 3266 3217 104
is_linear=0
shrinkage=0.0995203


Tree=1212
num_leaves=15
num_cat=0
split_feature=10 10 5 3 26 20 5 8 1 3 2 2 8 17
split_gain=0.195 0.332905 0.249926 0.604667 0.702584 0.35262 0.29001 0.295691 0.364314 0.668878 0.440057 0.235485 0.204194 0.562237
threshold=0.080705000000000013 0.07635500000000002 -0.49053999999999998 0.10393500000000001 -0.051374999999999997 -0.049389999999999996 -0.46244499999999994 -0.50270999999999988 0.27998000000000006 0.13085500000000003 0.31326500000000007 0.12185000000000003 -0.11061499999999999 -0.42946499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -4 -8 10 -10 -9 -6 -2 -14
right_child=12 -3 6 4 11 -7 7 8 9 -11 -12 -13 13 -15
leaf_value=0.0018719729206309204 -0.0015032617868562469 -0.0077706009796902212 -0.0069471709623564089 0.0090512676866266063 -0.010271497214593722 0.013281304643043831 -0.007306848666261659 -0.00031458230529160172 0.013567242941586684 -0.0020856643183140297 0.0087514747294932006 -0.0006719328809499654 -0.00073294208458257769 0.011713994291432757
leaf_weight=46 67 55 62 46 54 65 55 2933 54 54 54 48 76 68
leaf_count=46 67 55 62 46 54 65 55 2933 54 54 54 48 76 68
internal_value=0 -8.84989e-05 3.29927e-05 0.00300711 -0.0011524 0.00856049 -0.000206571 -7.36384e-05 5.46356e-05 0.00573321 -0.000150409 -0.00576208 0.00302603 0.00513909
internal_weight=0 3526 3471 259 148 111 3212 3150 3095 108 2987 102 211 144
internal_count=3737 3526 3471 259 148 111 3212 3150 3095 108 2987 102 211 144
is_linear=0
shrinkage=0.0995203


Tree=1213
num_leaves=25
num_cat=0
split_feature=26 3 9 3 21 18 3 0 3 17 9 5 6 6 0 0 22 9 6 18 21 4 0 17
split_gain=0.176533 0.509183 0.658527 0.474079 0.473202 0.69792 0.43408 1.04785 0.717102 1.46781 0.65982 0.850326 0.519211 0.428272 0.471451 0.531785 0.426958 0.415495 0.377666 0.280333 0.494628 0.332044 1.0607 0.537764
threshold=0.086645000000000014 0.084145000000000011 0.083760000000000015 0.084735000000000019 0.10470500000000002 0.13613500000000003 0.089605000000000018 -0.079284999999999994 0.090595000000000023 -0.041415 0.086635000000000031 -0.012704999999999999 0.088155000000000025 0.004915000000000001 -0.098749999999999991 -0.07664 0.079065000000000024 0.097365000000000021 -0.11796999999999999 0.10189500000000003 0.10068500000000002 0.11509500000000002 -0.12236 -0.086174999999999988
decision_type=2 2 2 2 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 19 7 10 9 -8 11 -5 -12 14 18 -16 17 -10 -6 20 21 23 -23 -1
right_child=1 3 -4 6 13 -7 8 -9 16 -11 12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=-0.00094718220798301761 0.0014640985395473472 0.0094113916018243263 -0.014465957686687207 -0.017901653420501575 -0.0013157467368751698 0.013451472535364334 -0.0048029522336883249 -0.017381823554814352 -0.0021741883381278747 0.018759501443585597 0.0068928368791018923 -0.0010540956105251245 -0.0020853833549354804 -0.011518737280645527 -0.012045852171608459 -2.755216160360589e-05 0.0087638548700720784 0.0022502235008461601 0.01057600902437561 -0.0043456603711457906 0.011075307867523143 -0.015455524562906201 0.0010183230243441688 0.0032360560689216906
leaf_weight=492 46 49 58 48 62 46 47 46 657 59 101 78 173 48 61 91 49 309 46 91 50 49 184 797
leaf_count=492 46 49 58 48 62 46 47 46 657 59 101 78 173 48 61 91 49 309 46 91 50 49 184 797
internal_value=0 -0.000662092 -0.0074121 -0.000227179 0.000710219 0.00135767 -0.000529099 -0.00315537 0.000515057 0.00830428 -0.00151728 -0.00747871 0.00122112 -0.00287961 -0.00128155 -0.00485607 -0.000297592 -0.000758079 0.00374168 0.00102265 0.00133393 0.00101337 -0.00244262 0.00163872
internal_weight=0 1720 104 1616 2017 1709 1567 446 1121 106 400 126 274 308 260 152 1015 966 108 1663 1572 1522 233 1289
internal_count=3737 1720 104 1616 2017 1709 1567 446 1121 106 400 126 274 308 260 152 1015 966 108 1663 1572 1522 233 1289
is_linear=0
shrinkage=0.0995203


Tree=1214
num_leaves=15
num_cat=0
split_feature=0 11 0 2 9 0 18 3 5 0 2 3 0 17
split_gain=0.162014 0.421712 0.361175 0.421916 0.304532 0.291148 0.291306 0.191705 0.48576 0.427457 0.56865 0.393535 0.217306 0.235008
threshold=0.048265000000000009 -0.072964999999999988 0.0083400000000000019 0.41061500000000012 0.096305000000000016 0.13167000000000004 -0.098315 0.083955000000000016 -0.0089549999999999994 -0.078954999999999984 -0.087359999999999993 0.084235000000000018 -0.030209999999999997 -0.067414999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 6 -3 8 9 10 -1 -9 13 -13
right_child=1 4 -4 -5 -6 -7 -8 11 -10 -11 -12 12 -14 -15
leaf_value=0.0046129108410400688 -0.0062927549089602458 0.0096807243738069142 -0.0067232242457231726 0.0075261523394745894 -0.0013154521073243464 0.01284767743456303 -0.00072562186694697566 -0.0088676093947406363 0.0088557403358686757 0.0078515232987600575 -0.0068573595591153811 0.0011455376916515573 -0.0065295465234199747 -0.00074592605510239178
leaf_weight=70 46 46 80 73 70 50 63 53 81 52 110 989 53 1901
leaf_count=70 46 46 80 73 70 50 63 53 81 52 110 989 53 1901
internal_value=0 0.00239563 -0.000113969 4.21289e-05 0.00414447 0.00655336 0.00365854 -0.000122729 0.00222047 -9.26252e-05 -0.00239215 -0.000367803 -0.000214453 -9.83564e-05
internal_weight=0 275 3462 3382 229 159 109 3309 313 232 180 2996 2943 2890
internal_count=3737 275 3462 3382 229 159 109 3309 313 232 180 2996 2943 2890
is_linear=0
shrinkage=0.0995203


Tree=1215
num_leaves=13
num_cat=0
split_feature=10 10 1 8 3 21 2 24 3 3 2 4
split_gain=0.142855 0.29526 0.20066 0.203609 0.166576 0.234661 0.207008 0.183032 0.187293 0.410739 0.390187 0.138758
threshold=0.080705000000000013 0.076235000000000011 -0.16272499999999998 -0.11061499999999999 0.17152000000000003 0.088120000000000018 -0.14884499999999998 0.081970000000000029 0.084065000000000015 0.084380000000000024 -0.087359999999999993 0.10343500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 -4 6 -6 -1 8 10 -10 -8 -2
right_child=2 -3 3 -5 5 -7 7 -9 9 -11 -12 -13
leaf_value=0.006335787420741602 0.0097018237170308132 -0.0070680223347830426 -0.0045410336543761252 0.0039072691903084631 0.009147757379652767 -0.00063261441751245374 0.0090134052956338945 -0.0053291230649084266 -0.0092722187612143923 -0.00017332402065382786 0.00046706687620083127 0.0021845186994011194
leaf_weight=49 48 59 56 57 47 50 66 67 50 2870 268 50
leaf_count=49 48 59 56 57 47 50 66 67 50 2870 268 50
internal_value=0 -8.68659e-05 0.00257891 -0.000272256 3.17006e-05 0.00409789 -8.50953e-05 -0.000180079 -7.38087e-05 -0.000329408 0.00215832 0.00587482
internal_weight=0 3526 211 113 3467 97 3370 3321 3254 2920 334 98
internal_count=3737 3526 211 113 3467 97 3370 3321 3254 2920 334 98
is_linear=0
shrinkage=0.0995203


Tree=1216
num_leaves=12
num_cat=0
split_feature=6 29 7 6 30 23 3 21 3 3 3
split_gain=0.196296 0.289915 0.192733 0.183308 0.454822 1.15014 0.391222 0.897238 0.320368 0.318322 0.483533
threshold=-0.48214499999999999 -0.034615 0.10781500000000002 -0.25061999999999995 0.086370000000000016 -1.0000000180025095e-35 0.14530500000000005 0.088120000000000018 0.13345500000000002 0.12551500000000002 0.12015500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 8 -8 9 10 -5
right_child=2 -3 -4 6 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.0008206841644356293 0.0036992957152048962 0.010277889178926242 0.0065496674341179737 0.00020830539039186003 0.0042963197104736867 -0.017331725854132753 0.015288809862793417 -0.00087181366918495998 -0.0062657065853234011 0.0072111657159818019 -0.0076772914690845752
leaf_weight=46 50 47 46 3066 52 53 55 89 79 62 79
leaf_count=46 50 47 46 3066 52 53 55 89 79 62 79
internal_value=0 0.00477947 0.000148567 6.6205e-05 -0.0032811 -0.00711455 0.000217707 0.00529496 -4.54106e-06 0.000149439 9.96481e-06
internal_weight=0 93 3631 3585 155 103 3430 144 3286 3207 3145
internal_count=3724 93 3631 3585 155 103 3430 144 3286 3207 3145
is_linear=0
shrinkage=0.0995203


Tree=1217
num_leaves=9
num_cat=0
split_feature=6 29 4 29 27 6 12 19
split_gain=0.159097 0.235152 0.224028 0.281824 0.235256 0.211386 0.197752 0.205092
threshold=-0.48214499999999999 -0.034615 0.14903500000000006 -0.091704999999999995 -0.095019999999999993 -0.42102499999999998 -0.0088449999999999987 -0.07525999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 -7 -8
right_child=2 -3 -4 4 5 6 7 -9
leaf_value=-0.00073900946605850353 -0.0071687875206672257 0.0092550314158851097 0.0062694132186874672 0.007213214098071523 -0.0047384824997167554 0.006585557559241147 -0.0052452666237856474 0.00019881518321687789
leaf_weight=46 53 47 58 46 89 47 70 3268
leaf_count=46 53 47 58 46 89 47 70 3268
internal_value=0 0.00430294 0.000133804 3.39768e-05 0.00014266 4.88016e-05 0.000174913 8.4404e-05
internal_weight=0 93 3631 3573 3520 3474 3385 3338
internal_count=3724 93 3631 3573 3520 3474 3385 3338
is_linear=0
shrinkage=0.0995203


Tree=1218
num_leaves=11
num_cat=0
split_feature=11 13 11 3 1 3 3 5 1 21
split_gain=0.198476 0.32313 0.197717 0.233257 0.178899 0.530209 0.604602 0.503523 0.357162 0.415135
threshold=0.092640000000000014 1.0000000180025095e-35 -0.40069499999999997 0.17152000000000003 0.18123500000000006 0.10525500000000003 0.09482500000000002 -0.47386999999999996 0.10924000000000002 0.14970000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 -6 -7 9 -4
right_child=-2 -3 3 -5 5 7 -8 -9 -10 -11
leaf_value=-0.0062894185624958361 -0.0060127249572460399 0.0084987142916052912 0.00021152550810795193 0.0065367455637546741 0.0021970424968196733 -0.0045131856093662956 0.016433343378241951 0.0037305451143411408 -0.0079637650160802338 -0.0086738308431721142
leaf_weight=46 50 47 2993 58 80 141 47 153 56 53
leaf_count=46 50 47 2993 58 80 141 47 153 56 53
internal_value=0 0.00029941 0.000192935 0.000276433 0.000173136 0.00209825 0.00747204 -0.000220296 -8.78752e-05 5.66526e-05
internal_weight=0 3674 3627 3581 3523 421 127 294 3102 3046
internal_count=3724 3674 3627 3581 3523 421 127 294 3102 3046
is_linear=0
shrinkage=0.0995203


Tree=1219
num_leaves=9
num_cat=0
split_feature=11 13 11 3 18 6 18 4
split_gain=0.160941 0.26201 0.160326 0.189136 0.169148 0.630035 0.199331 0.204879
threshold=0.092640000000000014 1.0000000180025095e-35 -0.40069499999999997 0.17152000000000003 0.15891500000000006 0.087765000000000024 0.14330000000000004 0.14257000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.0056634946102747255 -0.0054143375822415978 0.0076529202180136251 0.00028603258889013184 0.005886207394944643 0.0023714308060318514 -0.011838651582649452 0.0063459303482490854 -0.0064013542958097445
leaf_weight=46 50 47 3296 58 76 52 53 46
leaf_count=46 50 47 3296 58 76 52 53 46
internal_value=0 0.000269635 0.000173734 0.000248945 0.000155905 -0.00339502 0.000290025 0.000193741
internal_weight=0 3674 3627 3581 3523 128 3395 3342
internal_count=3724 3674 3627 3581 3523 128 3395 3342
is_linear=0
shrinkage=0.0995203


Tree=1220
num_leaves=10
num_cat=0
split_feature=4 29 4 4 3 8 6 1 1
split_gain=0.339878 0.210747 0.48 0.371956 0.208211 0.410888 0.244083 0.34466 0.384939
threshold=0.15028500000000003 0.0035350000000000004 0.084545000000000023 0.13752500000000004 1.0000000180025095e-35 -0.01187 -0.47287499999999999 0.42491000000000007 0.40780000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -6 8 -8
right_child=-2 2 -4 -5 6 -7 7 -9 -10
leaf_value=0.0016432108748299962 -0.0066782915481327929 0.0019099252003585941 -0.0094562947351052376 0.0068422273989928858 -0.006447900738176319 -0.0090400314977816497 0.0006413169842152004 0.0079773590258387095 -0.0071549842804869215
leaf_weight=76 69 80 68 90 49 67 3115 62 64
leaf_count=76 69 80 68 90 49 67 3115 62 64
internal_value=0 0.000371343 -0.00330686 0.000526096 0.000360272 -0.0033565 0.000522071 0.000627701 0.000484103
internal_weight=0 3671 148 3523 3433 143 3290 3241 3179
internal_count=3740 3671 148 3523 3433 143 3290 3241 3179
is_linear=0
shrinkage=0.0995203


Tree=1221
num_leaves=14
num_cat=0
split_feature=24 27 5 1 5 4 8 0 8 3 5 5 17
split_gain=0.315298 0.183632 0.167344 0.17636 0.799859 0.503737 0.647763 0.6411 0.594027 0.485774 0.226287 0.998 0.327866
threshold=-0.070599999999999996 -0.086859999999999993 0.6362850000000001 0.081675000000000011 -0.19631499999999999 0.090860000000000024 -1.0000000180025095e-35 -0.10942499999999999 -0.44475499999999996 0.10525500000000003 -0.11930499999999999 -0.097345000000000001 0.021725000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -5 -7 -10 12 -12 -6
right_child=1 2 -4 5 10 8 -8 -9 9 -11 11 -13 -14
leaf_value=-0.0074776758032701098 -0.0044197805222315808 0.013052465624043878 -0.0054682204184300399 0.003450461855231686 0.0028372144963459177 -0.0079161567462312354 -0.014304977854568272 -0.0083656489026270407 0.0093104213525458408 0.00044661106034951919 0.013833664098299728 0.00052727825295935523 -0.006887594373997258
leaf_weight=52 79 52 47 102 55 57 53 82 89 197 57 2727 91
leaf_count=52 79 52 47 102 55 57 53 82 89 197 57 2727 91
internal_value=0 0.000325767 0.000429873 0.000507927 0.000816918 -0.0010793 -0.00460844 -0.00181097 0.00135682 0.00320779 0.000599489 0.000800009 -0.00321853
internal_weight=0 3688 3609 3562 2982 580 237 184 343 286 2930 2784 146
internal_count=3740 3688 3609 3562 2982 580 237 184 343 286 2930 2784 146
is_linear=0
shrinkage=0.0995203


Tree=1222
num_leaves=16
num_cat=0
split_feature=7 2 1 8 8 8 0 8 19 27 8 2 4 1 4
split_gain=0.276117 0.209656 0.599777 0.189241 0.430301 0.419468 0.982318 0.378827 0.344622 0.315188 0.767659 0.508613 0.290807 0.547532 0.544023
threshold=0.099030000000000021 -0.16935999999999998 -0.47779999999999995 -0.086304999999999993 -0.086914999999999992 -0.085385000000000003 -0.086414999999999992 -0.084915000000000004 0.10583000000000002 1.0000000180025095e-35 -0.052214999999999998 -0.104295 0.10904000000000003 -0.013975 0.098220000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 -5 -7 12 11 -11 -9 14 -14 -3
right_child=-2 3 -4 5 -6 7 -8 9 -10 10 -12 -13 13 -15 -16
leaf_value=0.0024785061177168004 -0.006336760498555305 -0.00076814462126810316 -0.010316157756496403 -0.004370381200534448 -0.0084078244726393577 -0.0072770519384938474 0.014449027375191419 0.0078962004783248822 0.006424426146832269 0.0016270836342982575 -0.013601633447826196 0.00082055533313827255 0.011336841204959106 -0.00017473630741402931 -0.010510334193410386
leaf_weight=79 63 677 67 46 66 58 68 106 74 95 50 1997 53 179 62
leaf_count=79 63 677 67 46 66 58 68 106 74 95 50 1997 53 179 62
internal_value=0 0.000307571 -0.00338741 0.000460583 -0.000614246 0.000954366 0.00684805 0.000662649 -0.000121236 0.000867863 -0.00361856 0.00117759 -0.000620925 0.00245154 -0.0015866
internal_weight=0 3677 146 3531 1111 2420 114 2306 1045 2248 145 2103 971 232 739
internal_count=3740 3677 146 3531 1111 2420 114 2306 1045 2248 145 2103 971 232 739
is_linear=0
shrinkage=0.0995203


Tree=1223
num_leaves=13
num_cat=0
split_feature=29 19 0 0 8 3 20 18 1 7 0 5
split_gain=0.235725 0.21247 0.156089 0.506588 0.428223 0.399455 0.408193 0.868162 0.417417 0.358641 0.286442 0.225911
threshold=0.12737000000000004 0.14061500000000002 -0.105055 -0.10096999999999999 0.0065600000000000007 0.12732500000000005 -0.016330000000000001 0.089365000000000014 0.073820000000000011 0.057265000000000017 -0.098180000000000003 0.054660000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 -8 10 -5 -12
right_child=-2 -3 3 9 -6 -7 8 -9 -10 -11 11 -13
leaf_value=-0.0056365005258197202 -0.006752731976982721 0.0069880724759551639 -0.0090332803474095797 0.0076841493043075569 0.0094232874284648962 0.0077209132005590523 -0.00064120411347863841 0.0076604334648314237 0.0073814030256566738 -0.0076212839487112992 0.00066763935695459678 -0.0012906825731720136
leaf_weight=225 48 46 62 50 62 72 156 62 109 59 1958 831
leaf_count=225 48 46 62 50 62 72 156 62 109 59 1958 831
internal_value=0 0.000266216 0.000181184 -0.000132038 0.00153389 0.000748695 -0.000159242 -0.00276114 0.00265557 5.81138e-05 0.000217995 8.38516e-05
internal_weight=0 3692 3646 2960 686 624 552 287 265 2898 2839 2789
internal_count=3740 3692 3646 2960 686 624 552 287 265 2898 2839 2789
is_linear=0
shrinkage=0.0995203


Tree=1224
num_leaves=18
num_cat=0
split_feature=4 4 18 0 17 17 7 26 26 2 27 5 8 8 8 6 17
split_gain=0.22294 0.945133 1.32898 0.478775 0.465806 0.583438 0.413164 0.427818 0.637721 0.385179 0.309867 0.226334 0.307456 0.240877 0.198343 0.137461 0.136408
threshold=0.076855000000000021 0.08544000000000003 0.063210000000000016 -0.13955999999999999 -0.56368999999999991 -0.47196999999999995 0.073820000000000011 0.11928500000000002 0.083400000000000016 0.040040000000000013 -0.0083799999999999986 -0.40421499999999994 -0.097249999999999989 -0.091914999999999983 -0.087954999999999992 0.024640000000000006 -0.038314999999999995
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 -3 -6 7 8 -7 10 -5 14 15 -14 -12 -13 -2
right_child=1 4 -4 9 5 6 -8 -9 -10 -11 11 12 13 -15 -16 -17 -18
leaf_value=0.0099957411257064893 -0.0058212287576359378 0.0091233520437892929 -0.022286556500435976 0.0082364579264312173 -0.0099259410204063283 -0.00057768709886714224 0.0076777347504841161 0.0080712122311281179 -0.01220755728037454 -0.0088616370177440739 -0.0091838648849895191 0.0015858060698984852 -0.0045272080292826063 0.00024830716711433069 -7.0952483327884274e-05 0.0085365843519234 0.001833739721493745
leaf_weight=49 46 49 49 47 65 711 62 51 50 47 48 53 110 2135 47 61 46
leaf_count=49 46 49 49 47 65 711 62 51 50 47 48 53 110 2135 47 61 46
internal_value=0 -0.00142345 -0.00904586 0.00025151 -0.000334803 -0.000829232 -0.000151766 -0.000750593 -0.00134288 6.3799e-05 0.000231858 7.82165e-05 0.000270344 1.39528e-05 -0.00468399 0.00531227 -0.00198485
internal_weight=0 1129 141 2597 988 939 874 812 761 2548 2501 2454 2359 2245 95 114 92
internal_count=3726 1129 141 2597 988 939 874 812 761 2548 2501 2454 2359 2245 95 114 92
is_linear=0
shrinkage=0.0995203


Tree=1225
num_leaves=11
num_cat=0
split_feature=2 5 10 8 10 7 0 0 1 0
split_gain=0.187992 0.215322 0.212806 0.503349 0.456963 0.287961 0.21272 0.302143 0.996007 0.284116
threshold=-0.23769999999999999 0.62720500000000012 0.086165000000000019 -0.11061499999999999 0.078430000000000014 0.085015000000000021 -0.233955 -0.18357499999999999 0.0022300000000000006 -0.15034
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -2 8 -8 -9
right_child=2 -3 3 -5 -6 -7 7 9 -10 -11
leaf_value=-0.0092908865167247515 -0.0049679633327883868 0.00011902089051846148 -0.0033473139006492208 0.010316100896448886 -0.0091671538850407464 -0.0073838367433520166 -0.0036234109582250732 -0.0060543495700389914 0.015434098339287931 0.0001035412456136801
leaf_weight=48 83 48 48 60 56 53 58 76 51 3145
leaf_count=48 83 48 48 60 56 53 58 76 51 3145
internal_value=0 -0.00457741 -0.000115124 0.00423589 -0.000248778 -0.000104448 8.35326e-06 0.000132633 0.0052859 -4.15011e-05
internal_weight=0 96 3630 108 3522 3466 3413 3330 109 3221
internal_count=3726 96 3630 108 3522 3466 3413 3330 109 3221
is_linear=0
shrinkage=0.0995203


Tree=1226
num_leaves=19
num_cat=0
split_feature=4 4 17 9 2 17 4 4 9 0 0 3 2 9 17 0 0 5
split_gain=0.164154 0.700311 0.58501 0.439728 1.5806 0.768886 1.00774 1.35733 0.753675 1.06389 0.414148 0.333706 0.541362 0.321366 0.422972 0.351275 0.492892 0.260321
threshold=0.076855000000000021 0.08283500000000002 -0.56368999999999991 1.0000000180025095e-35 -0.112555 -0.15802999999999998 0.085830000000000017 0.095545000000000033 0.10371500000000002 -0.106285 -0.13955999999999999 0.14166500000000004 0.0021050000000000005 0.082335000000000019 -0.0082649999999999998 -0.050494999999999991 -0.062294999999999996 0.22078000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 5 8 -4 -7 -8 9 -5 -1 12 13 14 -12 16 -15 -17
right_child=1 2 3 4 -6 6 7 -9 -10 -11 11 -13 -14 15 -16 17 -18 -19
leaf_value=0.0092905716768991384 -0.0097348879142283087 0.010013708121237594 -0.0092715201450822102 0.0065754680312459842 -0.015757197195399676 -0.012909156387301321 0.013438043888722119 0.00038790370531059307 0.011653300823562701 -0.012029464035431214 -0.0002429243365884075 0.0072653352691068518 -0.0097134117181362917 -0.00020155370450494547 0.010774863581428399 -0.011486822224260661 0.0081710044617646586 -0.0010422435130868818
leaf_weight=49 88 50 76 58 84 46 93 523 47 64 76 62 57 2123 63 46 72 49
leaf_count=49 88 50 76 58 84 46 93 523 47 64 76 62 57 2123 63 46 72 49
internal_value=0 -0.00120941 -0.000487926 -0.0010186 -0.00459917 0.000207772 0.00129727 0.00235947 0.000941993 -0.00317779 0.000227837 5.32319e-05 -0.000126306 9.83321e-05 0.00474486 -0.000183349 7.27087e-05 -0.00610824
internal_weight=0 1129 1041 991 253 738 662 616 169 122 2597 2548 2486 2429 139 2290 2195 95
internal_count=3726 1129 1041 991 253 738 662 616 169 122 2597 2548 2486 2429 139 2290 2195 95
is_linear=0
shrinkage=0.0995203


Tree=1227
num_leaves=15
num_cat=0
split_feature=21 35 8 21 25 18 26 0 0 3 0 3 0 1
split_gain=0.149982 0.237581 0.265295 0.61963 0.464786 0.351524 0.332642 0.466926 0.611131 0.592931 0.552608 0.465215 0.327793 0.0411826
threshold=-0.13730999999999999 0.004000000000000001 -0.066829999999999987 -0.032929999999999994 0.082910000000000025 0.16375000000000003 0.11880500000000002 -0.054850000000000003 -0.0083449999999999983 0.10525500000000003 -0.067345000000000002 0.089985000000000023 -0.23058999999999999 -0.025004999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 12 7 10 -9 -10 11 -2 -5 -8
right_child=1 -3 3 4 -6 -7 13 8 9 -11 -12 -13 -14 -15
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leaf_weight=56 1108 46 90 67 48 54 46 82 51 48 72 855 1057 46
leaf_count=56 1108 46 90 67 48 54 46 82 51 48 72 855 1057 46
internal_value=0 -0.000265 -0.000174555 -0.00130236 -0.000716545 -0.00110831 0.000468155 0.000224332 -0.00461899 0.000636143 0.000655517 0.000341001 -0.0007307 0.0063322
internal_weight=0 3670 3624 1316 1226 1178 2308 2216 181 99 2035 1963 1124 92
internal_count=3726 3670 3624 1316 1226 1178 2308 2216 181 99 2035 1963 1124 92
is_linear=0
shrinkage=0.0995203


Tree=1228
num_leaves=11
num_cat=0
split_feature=1 38 21 11 27 27 8 3 5 10
split_gain=0.200377 0.186029 0.235195 0.234968 0.285253 0.612945 0.771617 0.259618 0.426596 0.274391
threshold=0.62198500000000012 -0.080750000000000002 -0.13730999999999999 -0.15300499999999997 0.078330000000000025 0.085370000000000015 -0.082654999999999992 0.082130000000000022 -0.0081349999999999981 0.079095000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 -6 -7 8 -5 -9
right_child=-2 2 3 4 5 6 -8 9 -10 -11
leaf_value=-0.0052062136614653715 0.0050690899988207715 0.0069318884450547879 -0.0054198857460764048 -0.00075365758666750215 0.011919581134038546 0.0047881568476116068 -0.0074146127254424389 -0.00028515021270149142 0.01175967283616366 -0.0051803920005215167
leaf_weight=71 74 47 82 65 60 150 78 2936 46 118
leaf_count=71 74 47 82 65 60 150 78 2936 46 118
internal_value=0 -0.000161665 -6.14468e-05 -0.000154659 -2.93863e-05 0.00296895 0.000609934 -0.00030248 0.00442467 -0.00047456
internal_weight=0 3653 3582 3535 3453 288 228 3165 111 3054
internal_count=3727 3653 3582 3535 3453 288 228 3165 111 3054
is_linear=0
shrinkage=0.0995203


Tree=1229
num_leaves=21
num_cat=0
split_feature=18 5 20 18 0 20 18 6 18 1 20 4 5 5 1 26 6 9 6 9
split_gain=0.178708 0.525632 0.743991 0.445861 0.427997 0.537853 0.657343 0.472831 1.06568 0.401588 0.293013 0.623342 0.522872 0.405014 0.477314 0.621408 0.568868 0.904894 0.546323 0.492135
threshold=-0.022504999999999997 -0.041054999999999994 -0.0081349999999999981 -0.017129999999999996 -0.14795 0.0057800000000000013 -0.037059999999999989 0.11413500000000003 -0.078409999999999994 0.0015850000000000003 -0.099079999999999988 0.10234000000000003 -0.11930499999999999 0.24444000000000005 -0.092674999999999993 0.09271500000000002 0.099330000000000016 0.099985000000000018 0.095355000000000023 0.08488500000000003
decision_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 -3 6 7 9 -9 -6 11 12 -5 14 15 19 18 -18 -16 -12
right_child=3 4 -4 10 5 -7 -8 8 -10 -11 13 -13 -14 -15 16 -17 17 -19 -20 -21
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leaf_weight=46 65 66 52 53 820 73 77 51 69 149 108 72 50 86 1612 49 50 63 68 48
leaf_count=46 65 66 52 53 820 73 77 51 69 149 108 72 50 86 1612 49 50 63 68 48
internal_value=0 -0.000938994 0.00608874 0.000483356 -0.00146738 -0.00105066 -0.00157006 -0.0009409 -0.00683392 -0.00021027 0.000249157 0.0041606 0.00912849 -7.89058e-05 0.000208536 0.00475792 -0.000311155 0.00652314 -0.00077133 0.00783082
internal_weight=0 1403 98 2324 1305 1239 1166 1089 120 969 2259 175 103 2084 1998 205 1793 113 1680 156
internal_count=3727 1403 98 2324 1305 1239 1166 1089 120 969 2259 175 103 2084 1998 205 1793 113 1680 156
is_linear=0
shrinkage=0.0995203


Tree=1230
num_leaves=12
num_cat=0
split_feature=1 10 9 10 9 8 4 0 6 0 1
split_gain=0.164944 0.152267 0.33202 0.298446 0.198766 0.220173 0.472235 0.336278 0.547436 0.289383 0.102537
threshold=0.62198500000000012 0.088630000000000028 0.099330000000000016 0.085705000000000017 -0.26414499999999996 -0.16443499999999997 0.11599000000000002 -0.14124499999999998 -1.0000000180025095e-35 -0.117355 -0.013975
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 10 8 -7 -9 -6
right_child=-2 2 -4 -5 5 7 -8 9 -10 -11 -12
leaf_value=0.0060828045240671411 0.0046046399028142832 -0.010225511851685723 0.0009617974250141283 0.0071135290191504576 0.0041770121539293995 0.00044263674077757166 -0.0097708782358474945 -0.0070283718800749212 0.009207090709289047 -0.00026083080142554565 -0.0023578880052501192
leaf_weight=50 74 46 61 57 47 260 73 64 97 2850 48
leaf_count=50 74 46 61 57 47 260 73 64 97 2850 48
internal_value=0 -0.000141144 -0.00384005 -2.9299e-05 -0.000146227 -0.000237029 -0.00375079 -5.63105e-05 0.00282631 -0.000409747 0.000866551
internal_weight=0 3653 107 3546 3489 3439 168 3271 357 2914 95
internal_count=3727 3653 107 3546 3489 3439 168 3271 357 2914 95
is_linear=0
shrinkage=0.0995203


Tree=1231
num_leaves=22
num_cat=0
split_feature=18 5 20 18 18 0 21 18 18 2 6 0 2 9 5 5 26 20 8 4 8
split_gain=0.143325 0.422992 0.587441 0.395327 0.484311 0.508685 0.639884 0.358511 0.317709 0.33908 0.93445 1.3818 0.363335 0.288557 0.248724 0.436977 1.14968 0.316375 0.247148 0.953156 0.456342
threshold=-0.022504999999999997 -0.041054999999999994 -0.0081349999999999981 -0.17307499999999998 -0.23451999999999998 -0.049174999999999996 0.11639500000000003 -0.017129999999999996 -0.14624999999999996 -0.075209999999999985 -0.0048649999999999995 -0.078289999999999985 -0.079844999999999985 0.083955000000000016 0.24444000000000005 0.089620000000000019 0.086580000000000032 -0.0083149999999999995 -0.44475499999999996 0.14095000000000005 0.10649000000000002
decision_type=2 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 -3 -2 -5 12 -11 -12 13 -10 15 18 -17 -16 -9 20 -20
right_child=7 3 -4 8 -6 -7 -8 14 9 10 11 -13 -14 -15 17 16 -18 -19 19 -21 -22
leaf_value=-0.0027098759889624285 0.0077246389512058561 -0.0097671579470562063 0.012717474890797652 -0.010259711086646486 0.011317968667935491 0.0081664533693574064 0.0031334918484941143 -0.0049878769387310005 0.0041565706214763392 0.0041921384663320856 -0.02124817488472578 -0.0032163914162741218 0.0066032162441542934 -0.0021295995339875281 0.0013734480171514567 0.014194942349348377 -0.0059375793860168367 -0.0098929347158379314 0.00027379764087682139 0.012590333100279454 -0.0074531166538182782
leaf_weight=46 65 71 52 46 47 57 82 90 83 85 58 154 63 559 46 72 46 53 1812 61 79
leaf_count=46 65 71 52 46 47 57 82 90 83 85 58 154 63 559 46 72 46 53 1812 61 79
internal_value=0 -0.000836478 0.00546771 -0.00131052 0.00218572 0.000137933 -0.00284773 0.000437301 -0.00216869 -0.00179642 -0.00461747 -0.00815348 -0.000606823 -0.00131563 0.000227255 0.000451165 0.00633973 -0.00464978 0.000110484 0.000345971 -4.85757e-05
internal_weight=0 1403 98 1305 257 210 153 2324 1048 1002 297 212 705 642 2259 2160 118 99 2042 1952 1891
internal_count=3727 1403 98 1305 257 210 153 2324 1048 1002 297 212 705 642 2259 2160 118 99 2042 1952 1891
is_linear=0
shrinkage=0.0995203


Tree=1232
num_leaves=30
num_cat=0
split_feature=17 3 6 2 3 26 9 26 26 17 17 9 5 8 9 6 3 2 9 17 1 1 17 3 6 6 18 5 17
split_gain=0.275246 0.559845 0.857108 0.800425 0.495123 0.470294 0.265872 0.550663 0.948642 0.468565 0.538565 0.876785 0.870891 0.775494 0.695881 0.731713 0.498912 0.888714 0.405159 1.66702 0.575607 0.33562 0.290144 0.269209 0.177369 0.548222 0.483596 0.59141 0.350645
threshold=-0.50029000000000001 0.10920500000000002 0.041585000000000011 -0.10165999999999999 0.090835000000000013 0.090545000000000028 0.082335000000000019 0.0054200000000000012 0.09032500000000003 -0.095109999999999986 0.016900000000000005 -0.073629999999999987 -0.094469999999999985 -0.092545000000000002 -0.079864999999999992 -0.072834999999999997 0.08544000000000003 0.10003000000000002 0.084115000000000009 -0.011809999999999999 -0.082195000000000004 -0.080349999999999991 -0.0064000000000000003 0.14530500000000005 0.096435000000000021 0.094100000000000031 -0.082304999999999989 -0.072874999999999981 0.4839500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 7 9 -9 16 11 13 -13 -11 -12 -16 -2 -18 19 21 -21 -8 -10 24 25 28 -26 -28 -20
right_child=6 5 -4 4 -6 -7 18 8 22 10 14 12 -14 -15 15 -17 17 -19 23 20 -22 -23 -24 -25 26 -27 27 -29 -30
leaf_value=-0.014121012836844197 0.003814653775182645 0.014976083343875242 0.010370858642128129 -0.00665823175593778 0.0065029029770233551 0.0015080444815218923 0.010275311068690353 0.014014189343621643 0.0057412641963446734 0.0081012796309841515 0.0052987794851703162 0.00054695732641752413 0.011417027562450053 -0.007029316438245242 0.00039293690921624324 -0.01534806847638313 -0.015664983668742402 0.0011492997973369663 -0.00080918875851395582 -0.022361914761138288 -0.0066692360749119753 -0.0016699571138907565 -0.0046627235806975245 0.0062826026330712057 -0.0096835051421275964 0.0089430622894183954 -0.010093509234553162 0.0011326491637316458 0.0051284978927960976
leaf_weight=50 51 57 59 49 67 47 46 83 47 47 61 136 158 117 56 61 67 58 1587 47 46 47 61 59 74 64 56 273 105
leaf_count=50 51 57 59 49 67 47 46 83 47 47 61 136 158 117 56 61 67 58 1587 47 46 47 61 59 74 64 56 273 105
internal_value=0 0.00285898 6.42326e-05 -0.00359404 0.000936401 0.00889744 -0.000155251 0.00120551 0.00601357 7.3538e-05 0.00133214 0.00313848 0.00639148 -0.00268812 -0.00331104 -0.00780692 -0.00446994 -0.00785661 -0.000723329 -0.00518515 -0.0146088 0.00422965 -0.000127482 -0.000348794 -0.000530393 -9.7777e-05 -0.00241341 -0.000775699 -0.000440231
internal_weight=0 329 225 166 116 104 3407 1003 191 812 636 458 294 164 178 117 176 125 2404 186 93 93 108 2218 2159 1756 403 329 1692
internal_count=3736 329 225 166 116 104 3407 1003 191 812 636 458 294 164 178 117 176 125 2404 186 93 93 108 2218 2159 1756 403 329 1692
is_linear=0
shrinkage=0.0995203


Tree=1233
num_leaves=25
num_cat=0
split_feature=2 3 3 19 5 3 9 6 3 2 26 9 2 4 4 20 3 17 26 3 8 4 1 2
split_gain=0.245601 0.374064 0.783556 0.515746 0.504043 0.631842 0.731387 0.753131 0.714226 0.784845 0.556054 0.280813 0.522953 0.438066 1.04267 0.370718 0.540028 0.538143 0.277948 0.595921 0.324324 0.271728 0.237799 0.178442
threshold=-0.23128999999999997 0.11492500000000001 0.11360500000000003 0.021890000000000003 -0.47386999999999996 0.13547000000000003 0.094685000000000033 -0.07990499999999999 0.14721500000000004 0.25779000000000007 0.095150000000000026 0.079525000000000026 -0.043929999999999997 0.077845000000000025 0.091750000000000012 -0.084474999999999995 0.099950000000000025 0.016900000000000005 0.12086000000000002 0.10341500000000002 -0.017214999999999998 0.11931500000000002 0.0013500000000000003 -0.24206999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 11 4 21 6 7 -6 -7 -10 -8 12 -2 18 -15 16 -14 -17 19 -13 -20 -3 -5 -1
right_child=1 3 -4 22 5 8 10 -9 9 -11 -12 13 15 14 -16 17 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=0.00040709304476382809 0.011695782102199084 -0.0072179363382372796 -0.013126716026798014 0.00038212035432072273 0.024042746023971009 -0.0067178185680577766 -0.0037351717028151596 0.0070902743264730748 0.012974093104984806 -0.0041144044182156768 0.0090744408675815721 -0.00020230848124766935 0.001003112609313984 -0.014243748608761916 0.0020264252243781399 0.003983158148737659 -0.0125842700907637 -0.0046790885483858052 0.009559760819253341 -0.0064903146645765531 -0.0011979824107694139 0.0022865839096801073 -0.0095606501430714873 0.0083182938092192134
leaf_weight=53 47 59 48 47 46 78 60 60 63 46 76 1905 78 76 80 336 46 90 58 162 53 60 48 61
leaf_count=53 47 59 48 47 46 78 60 60 63 46 76 1905 78 76 80 336 46 90 58 162 53 60 48 61
internal_value=0 -4.37954e-05 -0.00051389 0.00213286 0.00330727 0.00489755 0.00825517 0.0144547 0.000548012 0.00575492 0.00341712 -0.000307054 0.00161858 -0.000799951 -0.00589482 0.000755946 -0.00403077 0.00215118 -0.000434653 -0.000695524 0.00441581 -0.00241886 -0.00463298 0.00464746
internal_weight=0 3622 2979 643 548 429 242 106 187 109 136 2931 597 2334 156 550 124 426 2178 2067 111 119 95 114
internal_count=3736 3622 2979 643 548 429 242 106 187 109 136 2931 597 2334 156 550 124 426 2178 2067 111 119 95 114
is_linear=0
shrinkage=0.0995203


Tree=1234
num_leaves=22
num_cat=0
split_feature=0 6 1 3 6 1 1 1 0 20 3 4 1 8 3 8 1 4 1 1 0
split_gain=0.217228 0.475159 0.95922 0.665337 0.720446 1.23599 0.529825 0.520728 0.422149 0.385861 0.304007 0.355 0.570818 0.363533 0.28106 0.659011 0.2893 0.280562 0.373253 0.204492 0.0764054
threshold=-0.105055 -0.094839999999999994 -0.00050999999999999993 0.086895000000000014 -0.0048649999999999995 0.036605000000000013 0.031740000000000011 0.051820000000000012 -0.11896 0.11893000000000002 0.30793000000000009 0.11762500000000002 0.23993500000000004 -0.14546000000000001 0.095135000000000011 -0.085764999999999994 0.0033150000000000007 0.13146500000000003 0.51136500000000018 0.42491000000000007 -0.03431
decision_type=2 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 -6 -5 -4 9 19 11 12 13 -2 16 -16 -15 -13 20 -9 -19
right_child=10 3 7 4 5 -7 -8 8 -10 -11 -12 17 -14 14 15 -17 -18 18 -20 -21 -22
leaf_value=-0.011943338242924956 -0.0071684499329244498 0.011920031358735267 0.010442887226247113 0.011996557244014182 -0.013170931504976256 0.0078793888253745753 0.00027005437790351104 -0.0089657885463962535 0.0069849743750143214 0.0048136759495578801 -0.0070599943688290914 0.0089712820239989961 -0.010972777047933938 -0.00038366148584721618 0.011684611212788474 0.00069089476740140647 -0.0050666738863929988 -0.0051373237022106291 0.007883625400400586 -0.0006360534538766661 0.00040610008769828885
leaf_weight=64 73 85 53 78 65 48 75 78 56 46 64 69 50 1644 58 788 142 49 55 47 49
leaf_count=64 73 85 53 78 65 48 75 78 56 46 64 69 50 1644 58 788 142 49 55 47 49
internal_value=0 0.00167682 -0.000949768 0.00425335 0.00180039 -0.00422196 0.00625362 0.00156013 -0.000510219 -0.00296957 -0.000273286 -0.000127109 -0.000435873 -0.000240803 -4.83494e-05 0.00144557 -0.000756454 0.00370093 0.00131876 -0.00584036 -0.00235726
internal_weight=0 695 344 351 266 113 153 280 227 171 3041 2977 2755 2705 2632 846 1786 222 153 125 98
internal_count=3736 695 344 351 266 113 153 280 227 171 3041 2977 2755 2705 2632 846 1786 222 153 125 98
is_linear=0
shrinkage=0.0995203


Tree=1235
num_leaves=25
num_cat=0
split_feature=17 3 3 20 9 18 8 9 6 17 7 27 3 18 3 26 20 3 5 26 23 8 26 6
split_gain=0.203009 0.375219 1.71014 1.19412 0.66639 0.500144 0.464096 0.393103 0.399892 0.216562 0.258636 0.331488 0.40114 0.179574 0.502882 0.683162 1.19009 0.617327 0.471965 0.304364 0.254361 0.301036 0.39571 0.301824
threshold=-0.41426000000000002 0.094285000000000022 0.099655000000000021 -0.08237499999999999 0.089175000000000018 -0.057764999999999997 -0.084554999999999991 0.09550500000000002 -0.065394999999999995 -0.27561999999999998 0.020750000000000005 0.079055000000000028 0.08777500000000002 -0.022504999999999997 0.092395000000000019 0.093690000000000023 -0.0070099999999999997 0.091065000000000021 0.065520000000000023 0.096980000000000025 1.0000000180025095e-35 0.090890000000000012 -0.112275 -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
left_child=1 4 -3 -4 6 7 -1 -5 -9 -2 13 12 -12 14 17 16 -16 18 -11 -17 21 22 -15 -23
right_child=9 2 3 5 -6 -7 -8 8 -10 10 11 -13 -14 20 15 19 -18 -19 -20 -21 -22 23 -24 -25
leaf_value=-0.0038768912980584134 -0.0065229295768617496 0.020597988210246089 -0.013500251366577723 0.0070831885264224436 -0.010952517675823156 0.010437919448568731 0.0090480940856006928 0.0036793906388508909 -0.0080442508733446338 -0.0019621988174086573 0.00097968797256107825 -0.0024159849576363855 0.012654119065263992 0.0079787798646723807 0.00080755083131374015 0.0057047517198141424 -0.017016438803260179 0.010334347864833313 0.0059380320782371973 -0.0033216024751171833 -0.0064092042430105405 -0.0096935548735598981 0.00040207870352395914 0.00072609478397456489
leaf_weight=56 53 51 48 63 55 75 54 53 63 502 60 60 57 71 64 56 88 54 88 109 56 57 1790 53
leaf_count=56 53 51 48 63 55 75 54 53 63 502 60 60 57 71 64 56 88 54 88 109 56 57 1790 53
internal_value=0 0.00190906 0.0037411 0.000891697 -0.00200544 0.00361466 0.00246066 0.000751178 -0.0026807 -0.000213697 -0.000107786 0.00358818 0.00667423 -0.000326998 -0.00144759 -0.00469254 -0.00950622 0.000148414 -0.000782471 -0.00025315 0.000203872 0.000392178 0.000691582 -0.00466574
internal_weight=0 518 353 302 165 254 110 179 116 3218 3165 177 117 2988 961 317 152 644 590 165 2027 1971 1861 110
internal_count=3736 518 353 302 165 254 110 179 116 3218 3165 177 117 2988 961 317 152 644 590 165 2027 1971 1861 110
is_linear=0
shrinkage=0.0995203


Tree=1236
num_leaves=10
num_cat=0
split_feature=12 2 1 4 1 9 8 6 17
split_gain=0.153812 0.186623 0.179883 0.4654 0.448911 0.392721 0.246737 0.54234 0.319934
threshold=-0.035284999999999997 -0.241895 -0.49837999999999999 0.088435000000000027 -0.40145499999999995 -0.26414499999999996 -0.092844999999999997 -0.09007999999999998 0.11639500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 -6 7 -7 -8
right_child=1 2 4 -5 5 6 8 -9 -10
leaf_value=-0.0042289903348875319 0.0058946895006334816 0.0021123852969104815 0.0088161200098980201 -0.0086920356365073059 0.0093344023014608098 0.0022230488634919984 0.00090544207723209497 -0.004504306302573792 -0.0019495072548499533
leaf_weight=76 58 82 61 76 46 191 2368 313 465
leaf_count=76 58 82 61 76 46 191 2368 313 465
internal_value=0 0.00029389 0.000203478 -0.0030795 0.000354328 0.000201508 7.53676e-05 -0.00195323 0.00043655
internal_weight=0 3660 3602 158 3444 3383 3337 504 2833
internal_count=3736 3660 3602 158 3444 3383 3337 504 2833
is_linear=0
shrinkage=0.0995203


Tree=1237
num_leaves=8
num_cat=0
split_feature=18 26 28 29 19 24 6
split_gain=0.254446 0.197709 0.220921 0.181989 0.219929 0.266702 0.328532
threshold=-0.47082499999999999 0.50635500000000022 0.088260000000000019 0.091190000000000021 -0.081619999999999984 0.086185000000000025 -0.25061999999999995
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.0073061512774115047 -0.0065622206818700662 0.0057528568896355005 -0.0066441045256023894 -0.0043093250965979884 -0.0037076990505112827 0.0068136176975141958 0.00042170290369475063
leaf_weight=49 47 60 49 91 203 61 3176
leaf_count=49 47 60 49 91 203 61 3176
internal_value=0 8.67089e-05 -6.79823e-06 8.38697e-05 0.000198753 0.000291365 0.000173379
internal_weight=0 3687 3627 3578 3487 3440 3379
internal_count=3736 3687 3627 3578 3487 3440 3379
is_linear=0
shrinkage=0.0995203


Tree=1238
num_leaves=11
num_cat=0
split_feature=18 26 26 0 5 17 17 3 26 17
split_gain=0.206321 0.160318 0.183866 0.144389 0.31656 0.181593 0.8802 0.667551 0.472372 0.439413
threshold=-0.47082499999999999 0.50635500000000022 0.29612500000000008 0.13167000000000004 0.12043500000000003 0.11639500000000001 0.10178500000000003 0.084290000000000018 0.086420000000000011 0.077740000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 9 -7 -9 -2
right_child=1 -3 -4 4 -6 7 -8 8 -10 -11
leaf_value=0.0065790418269420434 0.00044494121732724308 0.0051803313775454782 -0.0058815811988898762 -0.0096625570881822779 0.0019391545739305416 -0.012061988340693651 0.013873056848015123 0.0034803997167929725 -0.002614535515961869 -0.0091580049526037537
leaf_weight=49 2793 60 52 46 47 53 48 200 340 48
leaf_count=49 2793 60 52 46 47 53 48 200 340 48
internal_value=0 7.80355e-05 -6.14412e-06 7.90879e-05 -0.00379053 0.000182676 0.000508496 -0.00140328 -0.000355636 0.000282407
internal_weight=0 3687 3627 3575 93 3482 2889 593 540 2841
internal_count=3736 3687 3627 3575 93 3482 2889 593 540 2841
is_linear=0
shrinkage=0.0995203


Tree=1239
num_leaves=10
num_cat=0
split_feature=30 9 4 30 4 17 1 27 9
split_gain=0.190236 0.28037 0.371475 0.214393 0.253378 0.455541 0.587174 0.297709 0.343523
threshold=-0.020805000000000001 -0.25326499999999996 0.14095000000000005 0.10721500000000002 0.11509500000000002 -0.05543 0.49737500000000007 -0.089999999999999997 -0.096659999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -7 -3 -9
right_child=1 2 -4 -5 5 6 -8 8 -10
leaf_value=0.0065078853279329687 -0.0056506442389024419 -0.0065988850280209437 0.0072267055810932195 0.0063972813759039446 0.0053796633154124624 -0.011942458922235484 -8.7249456613465752e-05 -0.0078747163984867752 0.00043879111926160489
leaf_weight=46 83 63 73 52 46 80 86 50 3157
leaf_count=46 83 63 73 52 46 80 86 50 3157
internal_value=0 6.77315e-05 0.000199543 5.41548e-05 -4.03381e-05 -0.0033747 -0.00580554 0.000175584 0.000308921
internal_weight=0 3690 3607 3534 3482 212 166 3270 3207
internal_count=3736 3690 3607 3534 3482 212 166 3270 3207
is_linear=0
shrinkage=0.0995203


Tree=1240
num_leaves=15
num_cat=0
split_feature=24 0 3 6 19 26 4 27 0 20 6 29 9 4
split_gain=0.39775 0.257476 0.234287 0.568397 0.293421 0.295762 0.363316 0.165986 0.531554 0.594642 0.882242 0.223773 0.333006 0.325488
threshold=-0.071649999999999991 -0.26289499999999993 0.083875000000000019 0.087075000000000027 0.07882500000000002 0.086215000000000028 0.092675000000000021 0.078330000000000025 -0.044789999999999996 -0.048779999999999997 -0.09007999999999998 -0.011859999999999999 -0.25326499999999996 0.11394500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 11 9 -9 -11 -4 -13 -14
right_child=1 2 7 -5 -6 -7 -8 8 -10 10 -12 12 13 -15
leaf_value=-0.0092095612560266892 0.0072681441761073646 -0.006423686817955401 0.004946187245348007 -0.012340765159146462 -0.0079531190475925079 0.0063979843889550823 0.0019160824486932839 0.0074721070623223213 0.01072524518365366 0.0024815665164130865 -0.013665261444183441 -0.0079850161491794702 -0.00016838063485364747 0.0052145166750406985
leaf_weight=46 49 85 90 49 49 63 132 75 62 91 53 52 2719 116
leaf_count=46 49 85 90 49 49 63 132 75 62 91 53 52 2719 116
internal_value=0 0.000102163 5.36625e-06 -0.00233973 -0.000847726 0.000392795 -0.00134688 0.000277701 0.00258988 0.000282975 -0.00345568 5.91785e-05 -9.28867e-05 5.15833e-05
internal_weight=0 3685 3636 378 329 280 217 3258 281 219 144 2977 2887 2835
internal_count=3731 3685 3636 378 329 280 217 3258 281 219 144 2977 2887 2835
is_linear=0
shrinkage=0.0995203


Tree=1241
num_leaves=16
num_cat=0
split_feature=24 0 3 6 2 0 26 2 2 26 26 18 6 30 0
split_gain=0.322523 0.213234 0.210378 0.446763 0.330846 0.270137 0.431912 0.183632 0.567306 0.498441 0.854455 0.435367 0.236933 0.768889 0.480839
threshold=-0.071649999999999991 -0.23998999999999998 0.083875000000000019 0.087075000000000027 1.0000000180025095e-35 -0.098749999999999991 0.08425500000000001 -0.157135 -0.097754999999999995 0.089150000000000021 1.0000000180025095e-35 -0.046804999999999992 -0.25061999999999995 0.082470000000000029 0.061855000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 11 9 10 -9 -4 13 -10 -14
right_child=1 2 7 -5 -6 6 -8 8 12 -11 -12 -13 14 -15 -16
leaf_value=-0.0082930235422645181 0.0053803901403325326 0.0075709220063840833 -0.0029408638765291819 -0.011112610026301655 -0.0073862647709950517 0.0022319256918658654 -0.0073214821452338708 -0.0029680944121345254 -0.012509625749925207 0.0034083931682698759 -0.018926440749242299 0.007971815722568748 0.00044165792234937475 0.0036479015878889743 0.0097596763028083133
leaf_weight=46 74 46 60 49 63 146 69 114 55 54 47 91 2699 62 56
leaf_count=46 74 46 60 49 63 146 69 114 55 54 47 91 2699 62 56
internal_value=0 9.20176e-05 -1.61301e-05 -0.00225446 -0.000912268 0.000647285 -0.000830245 0.00024146 7.54338e-05 -0.00485513 -0.00763183 0.00363023 0.000444824 -0.00394052 0.00063136
internal_weight=0 3685 3611 373 324 261 215 3238 3087 215 161 151 2872 117 2755
internal_count=3731 3685 3611 373 324 261 215 3238 3087 215 161 151 2872 117 2755
is_linear=0
shrinkage=0.0995203


Tree=1242
num_leaves=11
num_cat=0
split_feature=4 9 17 7 2 17 2 17 18 2
split_gain=0.197144 0.192126 0.167198 0.16442 0.222197 0.375277 0.505375 0.262506 0.349899 0.308645
threshold=0.15340500000000004 -0.26414499999999996 0.62551000000000012 -0.074334999999999998 0.11665500000000002 0.053575000000000012 0.13896000000000006 0.50822500000000015 -0.046804999999999992 0.084895000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 -6 9 -9 -5
right_child=-2 2 -4 4 5 -7 -8 8 -10 -11
leaf_value=0.0061487398195903126 -0.0056214466791714955 -0.0047721521459400534 -0.0059641484376418853 8.7654376913036075e-06 0.0082886604287143815 0.011200637039459204 -0.0026601052183255289 -0.00096663787491146295 0.0089450790684562978 -0.0043038727944068426
leaf_weight=51 61 68 46 2960 64 46 120 68 73 174
leaf_count=51 61 68 46 2960 64 46 120 68 73 174
internal_value=0 8.30335e-05 -2.2201e-06 7.43067e-05 0.000168566 0.00315866 0.00114371 -4.11756e-05 0.00415916 -0.000230412
internal_weight=0 3670 3619 3573 3505 230 184 3275 141 3134
internal_count=3731 3670 3619 3573 3505 230 184 3275 141 3134
is_linear=0
shrinkage=0.0995203


Tree=1243
num_leaves=15
num_cat=0
split_feature=0 7 10 17 9 9 5 2 17 9 17 2 25 10
split_gain=0.158408 0.137813 0.823593 0.180632 0.463456 0.559098 0.560617 0.932586 0.36037 1.22184 0.502928 0.356684 0.185518 0.281668
threshold=-0.23998999999999998 0.077685000000000018 0.077165000000000025 0.28919000000000006 0.087215000000000015 0.090150000000000022 0.057175000000000011 -0.069969999999999991 0.12439000000000001 0.085765000000000022 0.11012500000000003 -0.078670000000000004 0.082255000000000023 0.091080000000000022
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 -7 10 -10 12 -11 13 -2
right_child=1 2 -4 4 5 6 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.004549365702688885 0.00019149369947660635 -0.011072867509247115 0.0044129835663393796 -0.010589965099206931 0.0084019772601263438 -0.010474317633408106 0.0068545226307981664 0.0032171700219709755 0.013247543412766792 0.0026679443743037635 -0.0098066296140957264 -0.0089513271961361926 0.0061722078275733075 -0.0072002731641737164
leaf_weight=74 2813 67 69 54 56 121 50 83 86 56 51 49 50 52
leaf_count=74 2813 67 69 54 56 121 50 83 86 56 51 49 50 52
internal_value=0 -0.00010148 -0.00321006 1.83579e-05 -0.00208064 -0.000595723 -0.00258269 -0.00489975 0.00026063 0.00445067 -8.91842e-06 -0.00274659 0.000162219 5.70466e-05
internal_weight=0 3657 136 3521 364 310 254 204 3157 191 2966 105 2915 2865
internal_count=3731 3657 136 3521 364 310 254 204 3157 191 2966 105 2915 2865
is_linear=0
shrinkage=0.0995203


Tree=1244
num_leaves=16
num_cat=0
split_feature=29 20 29 11 1 0 4 3 0 23 3 8 21 1 29
split_gain=0.185897 0.294807 0.285632 0.280878 0.366149 0.326967 0.865969 1.28549 0.361754 0.309064 0.397511 0.688384 0.262598 0.300509 0.240008
threshold=-0.080349999999999991 -0.083495 -0.075559999999999988 -0.15511999999999998 0.36766000000000004 -0.142265 0.09661500000000002 0.092200000000000018 -0.13417999999999999 -1.0000000180025095e-35 0.11387500000000002 -0.11257499999999999 0.08241500000000003 0.41527500000000012 0.0050600000000000011
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 -5 -7 -6 -11 -12 13 -3 -10
right_child=2 12 3 4 9 8 -8 -9 14 10 11 -13 -14 -15 -16
leaf_value=-0.0081331315926653318 0.0077949974780356802 -0.0095066734692754468 0.0070556719961554883 0.0051028341930964794 0.0015087103595379993 -0.0075901510860374773 0.014952633579010177 -0.012560168296118333 -6.9739133843842738e-05 -0.00059122989703102083 -0.0015997073278791944 -0.018224961552921502 0.0046265693002959319 0.0013386589420805283 0.0052104942029242108
leaf_weight=70 48 46 56 167 78 62 53 54 2732 76 48 51 63 56 88
leaf_count=70 48 46 56 167 78 62 53 54 2732 76 48 51 63 56 88
internal_value=0 -0.00272072 0.000170443 6.45852e-05 -5.00181e-05 0.000241762 0.00352706 0.000783281 -7.02961e-05 -0.00369301 -0.00601617 -0.0101725 -0.000419582 -0.00354435 9.47439e-05
internal_weight=0 235 3513 3465 3409 3156 274 221 2882 253 175 99 165 102 2820
internal_count=3748 235 3513 3465 3409 3156 274 221 2882 253 175 99 165 102 2820
is_linear=0
shrinkage=0.0995203


Tree=1245
num_leaves=18
num_cat=0
split_feature=17 8 17 2 2 17 6 21 5 6 19 19 4 17 4 4 2
split_gain=0.166092 0.533071 0.41883 0.335589 0.560085 0.508466 0.477523 0.396558 0.63206 0.588478 0.319095 0.614235 0.206371 1.13283 0.636388 0.6054 0.232288
threshold=0.12439000000000001 -0.15146000000000001 0.11012500000000003 -0.079555000000000001 -0.081804999999999989 0.28919000000000006 0.11642500000000001 0.10143500000000001 -0.040404999999999996 -0.0076549999999999995 0.11338500000000003 0.10861000000000003 0.08024000000000002 0.011640000000000003 0.073870000000000019 0.08858000000000002 -0.080069999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 5 -3 7 8 9 -5 11 12 14 15 16 -14 -1
right_child=1 3 -4 6 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.00060321980576759999 0.010937461046984502 0.0081489845227373965 -0.0086792630430472147 -0.00414650923764331 0.013510638610929828 -0.0038515113952250521 0.0052925070905466024 0.0032745329332928173 0.0013171559693186041 -0.018138643633090732 0.00664992666860876 -0.011122953220275704 -0.0069615368059971847 -0.01576709743640196 0.011650056765554796 0.00058157522586275512 0.0016501993340354076
leaf_weight=1319 54 58 58 72 46 88 85 69 82 51 67 51 123 51 49 735 690
leaf_count=1319 54 58 58 72 46 88 85 69 82 51 67 51 123 51 49 735 690
internal_value=0 0.00150025 -0.000300418 0.000573883 0.00393332 0.000910203 -0.00122053 -0.00324399 -0.00544202 -0.00995479 -0.000142625 -0.000293692 -0.000107271 -0.00135636 0.000444045 -0.000498826 0.00017032
internal_weight=0 605 3143 551 192 146 359 274 205 123 3085 3018 2967 909 2058 858 2009
internal_count=3748 605 3143 551 192 146 359 274 205 123 3085 3018 2967 909 2058 858 2009
is_linear=0
shrinkage=0.0995203


Tree=1246
num_leaves=12
num_cat=0
split_feature=29 2 17 9 29 11 3 6 1 27 4
split_gain=0.147293 0.278517 0.269904 0.427608 0.233544 0.236918 0.323573 0.333711 0.341024 0.352311 0.278872
threshold=-0.080349999999999991 -0.026175 -0.081244999999999998 -0.079864999999999992 -0.075559999999999988 -0.15511999999999998 0.15778000000000003 -0.42102499999999998 0.42266000000000009 0.085370000000000015 0.12719000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6 7 10 9 -9 -7
right_child=4 2 3 -5 5 6 -8 8 -10 -11 -12
leaf_value=0.0031124159066546232 0.0070470139786919343 0.00012979785799724413 -0.0016637597861099192 -0.014781620389781003 0.0064776268693886585 -0.00066993183995524503 -0.0081617981100974291 0.00030950719344535976 0.0086684322938114147 -0.0059066553360370292 -0.010604770881925435
leaf_weight=65 48 71 52 47 56 61 48 3108 47 93 52
leaf_count=65 48 71 52 47 56 61 48 3108 47 93 52
internal_value=0 -0.0024209 -0.00454139 -0.0078997 0.000152619 5.68759e-05 -4.83584e-05 6.72699e-05 0.000252477 0.000128651 -0.00524896
internal_weight=0 235 170 99 3513 3465 3409 3361 3248 3201 113
internal_count=3748 235 170 99 3513 3465 3409 3361 3248 3201 113
is_linear=0
shrinkage=0.0995203


Tree=1247
num_leaves=20
num_cat=0
split_feature=18 0 26 0 6 26 30 4 4 20 8 0 0 26 18 5 4 5 8
split_gain=0.161625 0.173106 0.366588 0.517829 0.345855 0.320804 0.332833 0.491543 1.1297 0.412669 0.251766 0.494542 0.695201 0.639701 0.571639 0.318344 0.534696 0.463763 0.300508
threshold=-0.47082499999999999 -0.076154999999999987 0.11023000000000002 -0.091935000000000003 -0.036009999999999993 -0.13924499999999998 0.096655000000000033 0.13584500000000002 0.12061000000000001 -0.082119999999999985 -0.076394999999999991 -0.08269 -0.088694999999999982 -1.0000000180025095e-35 -0.07657499999999999 -0.50544999999999984 0.11378500000000003 -0.45822499999999994 -0.081174999999999983
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 -5 -3 7 8 9 -7 15 12 14 -13 -12 16 -2 -17 -19
right_child=1 5 3 4 -6 6 -8 -9 -10 -11 11 13 -14 -15 -16 17 -18 18 -20
leaf_value=0.0057914161674652046 0.01273160253364721 0.0046015897413079947 -0.00095739485225183744 0.01593414770873855 0.0039492458515477738 -0.007774030723636448 0.0058752371620828074 0.0058522275965545616 -0.017661566843788699 -0.0010382667077225029 -0.008695866625849584 0.0001389528143101862 0.010566853994674601 -0.013767411316306492 0.00016183521247284814 -0.0088977615289568043 -0.001794690038659741 3.9833696348726372e-05 0.0037720700149572262
leaf_weight=47 55 90 85 46 50 102 56 73 47 776 88 63 53 68 400 52 46 1295 256
leaf_count=47 55 90 85 46 50 102 56 73 47 776 88 63 53 68 400 52 46 1295 256
internal_value=0 -8.15177e-05 0.000373499 0.00469091 0.00970054 -0.00109926 -0.00158683 -0.00200636 -0.00262744 -0.00182171 4.42605e-05 -0.00158668 -0.000256602 -0.00707337 -0.00143378 0.000687931 0.00610756 0.000345946 0.000656385
internal_weight=0 3701 2557 181 96 1144 1054 998 925 878 2376 672 541 131 488 1704 101 1603 1551
internal_count=3748 3701 2557 181 96 1144 1054 998 925 878 2376 672 541 131 488 1704 101 1603 1551
is_linear=0
shrinkage=0.0995203


Tree=1248
num_leaves=10
num_cat=0
split_feature=35 4 30 12 3 4 5 25 4
split_gain=0.231845 0.191185 0.210747 0.217937 0.213348 0.292276 0.163386 0.161022 0.0544635
threshold=0.004000000000000001 0.14903500000000006 0.11290000000000001 -0.035284999999999997 -0.018634999999999995 0.11174500000000002 -0.53715999999999997 0.096120000000000025 0.10423500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 -8 -6
right_child=-2 -3 -4 4 6 -7 7 -9 -10
leaf_value=-0.0065631639351855569 -0.0067852168637499476 0.0054769693600998093 -0.0061392636471415121 0.010352024621678587 0.0067545074951658709 -0.00039594366868709148 1.5547383238762928e-06 0.0059309081780690859 0.0019060953087463477
leaf_weight=46 47 68 52 49 46 51 3291 46 47
leaf_count=46 47 68 52 49 46 51 3291 46 47
internal_value=0 0.000248434 0.00015021 0.000241896 0.000330806 0.00486238 0.000198452 8.35353e-05 0.00431304
internal_weight=0 3696 3628 3576 3530 100 3430 3337 93
internal_count=3743 3696 3628 3576 3530 100 3430 3337 93
is_linear=0
shrinkage=0.0995203


Tree=1249
num_leaves=13
num_cat=0
split_feature=35 0 1 0 11 6 6 1 1 8 17 3
split_gain=0.188 0.164838 0.14734 0.645966 0.418219 0.33803 0.298983 0.285896 0.228095 0.191813 0.492709 0.234726
threshold=0.004000000000000001 -0.23998999999999998 0.27998000000000006 -0.10942499999999999 -0.084384999999999988 -0.46885499999999997 -0.26746999999999993 0.26846000000000009 0.25544500000000009 -0.092844999999999997 -0.11045499999999998 0.14530500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 6 -5 -6 -4 8 9 10 -3 -11
right_child=-2 2 3 4 5 -7 -8 -9 -10 11 -12 -13
leaf_value=0.0049062201400724911 -0.0061099505987557545 0.0052159001101278191 0.0032551371453397359 -0.0094126388853237389 -0.0045739584642268257 0.0052917140266162659 0.014057091451352576 -0.007604631241880655 0.0067928616566691183 9.6810410029011629e-05 -0.0034889174683120075 0.0054392563084287833
leaf_weight=73 47 78 51 46 56 89 51 49 49 2702 368 84
leaf_count=73 47 78 51 46 56 89 51 49 49 2702 368 84
internal_value=0 0.000223754 0.000129181 0.00226882 -0.0011422 0.00147588 0.00866414 -5.88356e-05 5.36074e-05 -4.83125e-05 -0.00196471 0.000258183
internal_weight=0 3696 3623 293 191 145 102 3330 3281 3232 446 2786
internal_count=3743 3696 3623 293 191 145 102 3330 3281 3232 446 2786
is_linear=0
shrinkage=0.0995203


Tree=1250
num_leaves=16
num_cat=0
split_feature=21 5 19 0 3 3 20 6 0 3 3 6 3 26 21
split_gain=0.200921 0.194757 0.191101 0.193782 0.401105 1.0158 0.788752 0.553247 0.383324 0.369317 0.572242 0.438653 0.417821 0.352996 0.323984
threshold=0.15665000000000004 0.63455500000000009 0.14061500000000002 -0.066735000000000003 0.097595000000000029 0.10426500000000002 -1.0000000180025095e-35 -0.034094999999999993 -0.06340999999999998 0.097880000000000023 0.10426500000000002 -0.101065 0.096385000000000012 0.11746500000000003 0.092005000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 6 -6 -5 -8 -7 12 11 -11 13 -1 -12
right_child=-2 -3 -4 4 5 8 7 -9 -10 10 14 -13 -14 -15 -16
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leaf_weight=1947 68 60 47 50 56 52 51 138 383 51 313 149 76 96 206
leaf_count=1947 68 60 47 50 56 52 51 138 383 51 313 149 76 96 206
internal_value=0 0.000229114 0.000135546 5.22669e-05 -0.00139358 -0.00302179 0.00194799 -0.000988589 -0.00139558 0.000424461 0.00237354 0.00689673 -0.000236497 3.26385e-05 0.000628919
internal_weight=0 3675 3615 3568 730 491 239 189 435 2838 719 200 2119 2043 519
internal_count=3743 3675 3615 3568 730 491 239 189 435 2838 719 200 2119 2043 519
is_linear=0
shrinkage=0.0995203


Tree=1251
num_leaves=11
num_cat=0
split_feature=0 20 6 5 20 20 18 0 0 0
split_gain=0.136795 0.136463 0.306699 0.33983 0.174761 0.193707 0.251869 0.274209 0.593912 0.572619
threshold=-0.23998999999999998 0.09327000000000002 -0.074054999999999996 -0.088935 0.072120000000000017 0.0033350000000000007 0.31227500000000008 -0.0033699999999999997 0.047575000000000013 -0.038659999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 7 9 -9 -2
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=0.0043826959774512777 0.0001897195099622715 -0.0042087031505388143 -0.0074882715632822363 0.0052150977890266965 0.005970734315170304 -0.0051966829264359733 0.0072904480593459602 -0.0098892294597647378 -0.0002210033246842867 0.0090573403531243237
leaf_weight=73 2857 80 76 72 51 67 49 83 261 74
leaf_count=73 2857 80 76 72 51 67 49 83 261 74
internal_value=0 3.16646e-05 -0.00232596 0.000249817 0.000188073 0.000100861 0.000207887 0.000101669 -0.00255612 0.000413883
internal_weight=0 3670 228 152 3442 3391 3324 3275 344 2931
internal_count=3743 3670 228 152 3442 3391 3324 3275 344 2931
is_linear=0
shrinkage=0.0995203


Tree=1252
num_leaves=21
num_cat=0
split_feature=12 1 20 21 4 3 2 1 1 1 1 20 1 2 2 9 5 26 5 4
split_gain=0.253889 0.246197 0.499017 0.485335 0.334226 0.399384 0.349299 1.06524 0.714781 0.45933 0.581061 0.315173 0.311411 0.330441 0.71412 0.935966 0.588251 1.09099 0.418691 0.176407
threshold=0.097490000000000021 -0.041095 -0.066619999999999999 0.091485000000000025 0.15340500000000004 0.15537500000000004 0.10003000000000002 0.073820000000000011 0.40780000000000011 -0.016464999999999997 -0.021369999999999997 0.10682000000000003 -0.053299999999999993 -0.07934999999999999 -0.081344999999999987 0.089175000000000018 1.0000000180025095e-35 0.099260000000000029 -0.088604999999999989 0.094025000000000011
decision_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 6 9 -8 -9 10 -3 -11 13 14 18 -16 17 -15 -4 -18
right_child=-2 4 12 -5 -6 -7 7 8 -10 11 -12 -13 -14 16 15 -17 19 -19 -20 -21
leaf_value=0.011853383595184187 0.0067690542867022419 -0.0015676927884844631 0.0073287944883876927 0.00036556614525435873 -0.0094673190336190104 0.0069090690363621202 -0.014777466866487683 0.010284567816572235 -0.0049366708233978375 0.00036448994306118818 -0.012868752470471548 -0.0065844395821733851 -0.006500321684997085 0.010466196020447533 -0.0012320860537916875 -0.018084391173454211 0.00051849472319828076 -0.0021307191136658477 -0.00035993664065961736 -0.0051438941116233559
leaf_weight=73 51 153 77 73 46 63 72 46 91 1310 64 68 69 171 91 51 206 113 787 74
leaf_count=73 51 153 77 73 46 63 72 46 91 1310 64 68 69 171 91 51 206 113 787 74
internal_value=0 -0.000300522 0.000539808 0.00611508 -0.00108505 -0.000878088 -0.00115049 -0.00497667 0.000168136 -0.000648612 -0.0049045 2.09877e-05 4.26698e-05 0.00033075 -0.000749698 -0.00729044 0.00225938 0.00545116 0.000324339 -0.000975071
internal_weight=0 3698 1785 146 1913 1867 1804 209 137 1595 217 1378 1639 1570 1006 142 564 284 864 280
internal_count=3749 3698 1785 146 1913 1867 1804 209 137 1595 217 1378 1639 1570 1006 142 564 284 864 280
is_linear=0
shrinkage=0.0995203


Tree=1253
num_leaves=19
num_cat=0
split_feature=12 24 6 26 2 3 9 2 1 2 9 2 20 26 26 26 6 26
split_gain=0.205876 0.237654 0.148492 0.504518 0.695948 0.908709 0.429199 0.428532 0.92813 0.921774 0.393503 0.341331 0.30563 0.305181 0.645293 0.545019 0.544239 0.320665
threshold=0.097490000000000021 -0.065834999999999991 0.085845000000000019 0.088325000000000028 -0.087245000000000003 0.10871500000000002 0.086635000000000031 -0.082084999999999991 -0.081744999999999998 -0.080874999999999989 0.08488500000000003 -0.07934999999999999 -0.15398499999999998 0.090625000000000025 0.092050000000000021 0.089795000000000028 0.041585000000000011 0.095150000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 10 11 -5 8 -8 -9 -4 -6 -3 15 -15 16 -14 -16
right_child=-2 2 3 6 5 -7 7 9 -10 -11 -12 -13 13 14 17 -17 -18 -19
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leaf_weight=76 51 57 66 75 208 51 145 60 54 448 64 85 1618 55 94 47 171 324
leaf_count=76 51 57 66 75 208 51 145 60 54 448 64 85 1618 55 94 47 171 324
internal_value=0 -0.00027068 -0.000154881 0.000719401 0.00328169 0.00562675 -0.000832655 -7.21067e-05 0.00384138 -0.00160676 -0.0029174 0.00776205 -0.000619343 -0.000797376 0.00145594 -0.00137833 -0.0010999 0.000120582
internal_weight=0 3698 3622 1256 474 344 782 707 199 508 130 293 2366 2309 473 1836 1789 418
internal_count=3749 3698 3622 1256 474 344 782 707 199 508 130 293 2366 2309 473 1836 1789 418
is_linear=0
shrinkage=0.0995203


Tree=1254
num_leaves=25
num_cat=0
split_feature=1 20 0 0 17 5 18 21 1 21 21 17 8 8 21 0 0 1 29 8 18 18 5 26
split_gain=0.192795 0.368893 0.524341 0.358646 0.259489 0.433952 0.588974 0.63811 0.436594 0.915491 0.588483 0.338053 0.457312 0.585379 0.448636 0.794407 0.585571 0.253708 0.309849 0.372679 0.247111 0.491248 0.36694 0.191477
threshold=-0.041095 -0.066619999999999999 -0.03431 -0.080074999999999993 -0.011809999999999999 0.5124350000000002 -0.20826999999999998 -0.083784999999999984 0.0065600000000000007 0.095695000000000016 0.092595000000000025 -0.0065549999999999992 0.11446000000000002 0.053925000000000008 -0.035574999999999996 -0.11524 -0.22163999999999998 -0.053299999999999993 -1.0000000180025095e-35 -0.16443499999999997 -0.007069999999999999 0.082540000000000016 -0.013944999999999999 0.09414500000000002
decision_type=2 2 2 2 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 -2 -8 10 -10 -9 -6 13 14 15 -13 -16 18 -3 -20 22 -22 -21 -7
right_child=4 17 -4 -5 11 23 7 8 9 -11 -12 12 -14 -15 16 -17 -18 -19 19 20 21 -23 -24 -25
leaf_value=0.0036426227854184923 -0.012650617700424752 0.0070821639897264092 -0.0021994534748864198 0.016031945136399588 0.0073321905280380956 -0.000238860984297216 0.0061780286612913397 -0.0042598679479007983 -0.00059999191175620897 -0.018495236022360244 0.0037429740676706404 -0.012861908096708915 0.0079425800833457499 -0.010415953467723128 0.0098295614010499074 0.00047587646454615699 2.2299590017211288e-05 -0.0057576630272342961 -0.0074399231232079067 0.0062617917031244476 -0.0060166189686035798 0.00049266005922596996 0.00063071515693102927 0.0078370763569784712
leaf_weight=46 59 66 57 47 61 64 78 327 61 53 126 71 63 59 66 117 700 69 62 139 149 500 656 53
leaf_count=46 59 66 57 47 61 64 78 327 61 53 126 71 63 59 66 117 700 69 62 139 149 500 656 53
internal_value=0 0.000580331 0.00530463 0.0099127 -0.000848339 -0.00219665 -0.00313001 -0.00225787 -0.0034198 -0.0089269 -0.0020321 0.000124525 -0.000283327 -0.000795717 -0.000199897 -0.00455691 0.000868381 0.000147995 0.000407734 0.000114686 0.00043962 -0.00100051 0.0016163 0.00341247
internal_weight=0 1791 150 93 1958 821 704 645 567 114 453 1137 1076 1013 954 188 766 1641 1572 1506 1444 649 795 117
internal_count=3749 1791 150 93 1958 821 704 645 567 114 453 1137 1076 1013 954 188 766 1641 1572 1506 1444 649 795 117
is_linear=0
shrinkage=0.0995203


Tree=1255
num_leaves=9
num_cat=0
split_feature=12 24 4 6 4 1 4 21
split_gain=0.166684 0.178547 0.156507 0.451046 0.209976 0.375849 0.510721 0.304844
threshold=0.097490000000000021 -0.065834999999999991 0.13584500000000002 -0.25061999999999995 0.12719000000000005 0.42491000000000007 0.11805500000000003 0.14970000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=-0.0050013371604157673 0.0055009880838771457 -8.4931596591594418e-06 -0.0016454383924773466 0.0095917094925717875 -0.005778315463012937 0.0083268593118208042 -0.010164278762782645 -0.0077629921586773072
leaf_weight=76 51 3257 84 61 67 51 51 51
leaf_count=76 51 3257 84 61 67 51 51 51
internal_value=0 -0.00022718 -0.000126778 0.00307627 -0.000260589 -0.000151936 -0.000280914 -0.000128293
internal_weight=0 3698 3622 145 3477 3410 3359 3308
internal_count=3749 3698 3622 145 3477 3410 3359 3308
is_linear=0
shrinkage=0.0995203


Tree=1256
num_leaves=13
num_cat=0
split_feature=24 1 6 1 8 2 26 12 3 3 18 26
split_gain=0.232493 0.176244 0.394632 0.316382 0.412459 0.210637 0.5726 0.450219 0.962312 0.362009 0.479797 0.337093
threshold=0.10415500000000003 0.50996500000000011 -0.40707999999999994 0.51613500000000012 -0.092299999999999993 -0.087245000000000003 0.10038000000000001 -0.0088449999999999987 0.079570000000000016 0.079570000000000016 -0.01205 0.088325000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 9 -7 -9 -4 -11 -10
right_child=-2 3 5 4 -6 7 -8 8 11 10 -12 -13
leaf_value=-0.0079075050052137778 -0.0070605179499126309 0.0093275849126771438 0.0060416154691253048 0.0066371372893791409 -0.005747069855924985 0.009554943375204128 0.0083537182141159676 -0.012256427428447471 0.0015252204732015538 -0.00057548441937546417 -0.0061021481712440475 -0.00074271471026194865
leaf_weight=64 47 55 48 50 57 52 54 60 1423 368 270 1193
leaf_count=64 47 55 48 50 57 52 54 60 1423 368 270 1193
internal_value=0 -1.63586e-05 -0.000163799 0.00319316 3.22925e-05 -2.06573e-05 -0.00151006 0.000383058 0.000204524 -0.0022877 -0.00291564 0.000490639
internal_weight=0 3694 3532 162 107 3468 740 2728 2676 686 638 2616
internal_count=3741 3694 3532 162 107 3468 740 2728 2676 686 638 2616
is_linear=0
shrinkage=0.0995203


Tree=1257
num_leaves=10
num_cat=0
split_feature=7 20 20 20 17 20 20 3 27
split_gain=0.175538 0.16667 0.296613 0.265822 0.212363 0.202374 0.307874 0.42107 0.176792
threshold=0.10781500000000002 -0.23598 -0.15398499999999998 -0.14091999999999996 -0.015464999999999998 -0.097769999999999996 -0.086134999999999989 0.089895000000000017 -0.089394999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -5 7 -7 -8
right_child=-2 2 3 5 -6 6 8 -9 -10
leaf_value=-0.0090450171300155511 0.0058844963362317936 0.0069958646042668441 -0.0059625353539913628 0.0050980176347594618 0.00030293026695551122 -0.012078822262850109 0.0053331619964204283 -0.00039715758722979629 -7.5321454986332335e-05
leaf_weight=47 48 58 77 74 49 50 61 79 3198
leaf_count=47 48 58 77 74 49 50 61 79 3198
internal_value=0 -0.000172555 -6.31008e-05 -0.00017902 -0.00426514 -5.01498e-05 -0.000162837 -0.00493128 2.56602e-05
internal_weight=0 3693 3597 3539 96 3462 3388 129 3259
internal_count=3741 3693 3597 3539 96 3462 3388 129 3259
is_linear=0
shrinkage=0.0995203


Tree=1258
num_leaves=12
num_cat=0
split_feature=25 7 20 17 1 1 18 5 1 3 27
split_gain=0.152623 0.143809 0.147034 0.487611 0.25831 0.150326 0.763593 0.722226 0.464343 0.453605 0.309851
threshold=0.10729000000000002 0.093110000000000012 -0.16295499999999999 -0.088525000000000006 -0.54365999999999992 -0.15796999999999997 0.091330000000000008 0.26245000000000007 -0.098224999999999993 0.085625000000000021 -0.01137
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 -6 9 -7 -10
right_child=-2 -3 4 -5 5 8 -8 -9 10 -11 -12
leaf_value=-0.011474321103893081 -0.0056608883909364579 0.0043605470683625745 0.0069148316190030933 0.0012901652856310987 -0.01075900688832775 0.013061924391586795 0.0078951880232691098 0.00026600260765991896 0.0066455166868429208 0.0014438283148586559 -0.0003010812646924229
leaf_weight=47 48 73 53 80 108 52 59 129 65 93 2934
leaf_count=47 48 73 53 80 108 52 59 129 65 93 2934
internal_value=0 -1.24888e-05 -0.000100901 -0.00342726 1.98062e-05 -8.61874e-05 -0.00223042 -0.0047546 0.000115427 0.00561597 -0.000150248
internal_weight=0 3693 3620 127 3493 3440 296 237 3144 145 2999
internal_count=3741 3693 3620 127 3493 3440 296 237 3144 145 2999
is_linear=0
shrinkage=0.0995203


Tree=1259
num_leaves=11
num_cat=0
split_feature=24 21 19 5 1 6 2 0 18 29
split_gain=0.161163 0.156695 0.176258 0.267493 0.155812 0.316335 0.254343 0.191262 0.685722 0.474742
threshold=0.10415500000000003 0.15665000000000004 0.13265500000000005 -0.043449999999999996 0.50996500000000011 -0.40707999999999994 0.0066850000000000008 -0.098749999999999991 0.11417000000000002 0.0050600000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -6 8 -7 -9
right_child=-2 -3 3 -5 6 7 -8 9 -10 -11
leaf_value=-0.0071043863405009068 -0.005867555463820737 -0.0047719002924938051 -0.0012167247034070995 0.0092356558754104097 0.0066442951003161345 0.00053663802837372761 -0.0012850107819464859 -0.00062264422799132211 0.012422952401130316 0.0088925511228843037
leaf_weight=64 47 67 46 51 87 639 74 2561 52 53
leaf_count=64 47 67 46 51 87 639 74 2561 52 53
internal_value=0 -2.69296e-06 8.51809e-05 0.00427042 -2.95924e-05 -0.000174362 0.00299469 -3.99167e-05 0.00143231 -0.000429406
internal_weight=0 3694 3627 97 3530 3369 161 3305 691 2614
internal_count=3741 3694 3627 97 3530 3369 161 3305 691 2614
is_linear=0
shrinkage=0.0995203


Tree=1260
num_leaves=14
num_cat=0
split_feature=35 4 26 0 0 1 3 3 6 19 18 3 0
split_gain=0.161244 0.287233 0.19544 0.549365 0.489881 0.337603 0.226326 0.384125 0.316587 0.390714 0.365101 0.232745 0.267089
threshold=0.004000000000000001 0.15615500000000004 0.11991000000000003 -0.055729999999999995 -0.075709999999999986 0.04735000000000001 0.096035000000000023 0.09697500000000002 0.11642500000000001 0.12213000000000003 0.11715500000000002 0.097880000000000023 -0.054850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 8 -8 9 10 -1 -9 -13
right_child=-2 -3 3 -5 -6 -7 7 11 -10 -11 -12 12 -14
leaf_value=-0.00036786479894413516 -0.0055663285294926222 0.0078873005366499258 0.0031666408277803318 0.0054328131165500048 -0.011838759624079959 -0.0075691910705348144 0.0089787198682722523 -0.005711278550205286 0.0069076782493196001 0.0085853033417478391 -0.0062130907830120364 0.0022896983492550612 -0.0010493328380422357
leaf_weight=1934 48 48 69 64 70 50 63 49 59 46 112 794 338
leaf_count=1934 48 48 69 64 70 50 63 49 59 46 112 794 338
internal_value=0 0.000238617 0.000137752 -0.00253026 -0.00523108 -0.00133733 0.000336817 0.00140541 -0.000280809 -0.000483935 -0.000688238 0.00100072 0.00129199
internal_weight=0 3696 3648 253 189 119 3395 1244 2151 2092 2046 1181 1132
internal_count=3744 3696 3648 253 189 119 3395 1244 2151 2092 2046 1181 1132
is_linear=0
shrinkage=0.0995203


Tree=1261
num_leaves=13
num_cat=0
split_feature=8 29 5 27 27 0 4 29 11 4 4 3
split_gain=0.146411 0.151995 0.418039 0.284891 0.184012 0.829346 0.407312 0.415847 0.316408 0.282689 0.300813 0.197356
threshold=0.24853500000000003 0.0050600000000000011 -0.0073899999999999999 -1.0000000180025095e-35 0.078330000000000025 -0.01213 0.090860000000000024 -0.034615 -0.08577499999999999 0.13300500000000004 0.11174500000000002 0.14166500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 8 6 -6 -8 -5 10 -10 -11
right_child=-2 2 -4 4 5 -7 7 -9 9 11 -12 -13
leaf_value=-0.0075821475569468255 -0.0042962043420276012 -0.0014032552405293119 0.010146746910806182 -0.0071810952278815185 -0.0065589154052950174 0.01385029325809323 -4.2940967592915444e-05 0.0098597957762331396 0.00015444046659491623 0.009940668725723684 -0.0047951946746985132 0.00094187956524259488
leaf_weight=47 72 71 55 60 66 53 177 55 2864 48 127 49
leaf_count=47 72 71 55 60 66 53 177 55 2864 48 127 49
internal_value=0 0.000234993 0.00363192 0.000114059 0.000217671 0.00237905 0.000336116 0.00230116 -2.30612e-05 0.000115755 -5.5451e-05 0.00540333
internal_weight=0 3672 126 3546 3499 351 298 232 3148 3088 2991 97
internal_count=3744 3672 126 3546 3499 351 298 232 3148 3088 2991 97
is_linear=0
shrinkage=0.0995203


Tree=1262
num_leaves=16
num_cat=0
split_feature=18 3 19 19 1 18 4 5 6 6 1 3 21 9 4
split_gain=0.133104 0.858394 0.196714 0.467611 0.263387 0.492327 0.192988 0.653408 0.605494 0.848782 0.563906 0.368207 0.506623 0.402977 0.314827
threshold=0.18126000000000006 0.091865000000000016 0.11896000000000002 0.11368500000000002 -0.025874999999999999 0.077940000000000023 0.10495500000000003 -0.0078499999999999976 -0.03764 -0.087284999999999988 -0.15353499999999998 0.14166500000000004 0.13042000000000004 0.10706000000000003 0.11174500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -4 -6 11 8 9 -8 14 12 13 -1 -9
right_child=1 -3 4 -5 5 -7 7 10 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.00057282505844306322 -0.0075100632911002151 0.0095459464274570312 -0.0095615128801908363 0.010146641756663034 0.0053735663405280049 -0.0079244050008780761 -0.00074185938179426828 0.0083214711856149596 -0.010713087338197563 0.013412340875192953 0.014795404025914689 0.0079213028440090604 -0.0098223025997724103 0.0044175162871150555 -0.0031927296499257725
leaf_weight=2549 46 80 48 46 60 51 333 46 49 48 60 53 56 171 48
leaf_count=2549 46 80 48 46 60 51 333 46 49 48 60 53 56 171 48
internal_value=0 0.00331265 2.19353e-05 0.000179492 -0.00340053 -0.000728938 4.49164e-05 0.00169222 -0.000298112 0.0010392 0.00725494 -0.000294852 -0.000452012 -0.000258793 0.00243317
internal_weight=0 126 3618 3459 159 111 3413 584 430 381 154 2829 2776 2720 94
internal_count=3744 126 3618 3459 159 111 3413 584 430 381 154 2829 2776 2720 94
is_linear=0
shrinkage=0.0995203


Tree=1263
num_leaves=15
num_cat=0
split_feature=20 5 20 21 4 20 5 4 17 0 0 19 5 0
split_gain=0.154894 0.585559 0.188422 0.176664 0.182724 0.712082 0.51717 0.42911 0.271096 0.270942 0.212077 0.488512 0.462037 0.134932
threshold=-0.15398499999999998 0.12043500000000003 -0.14091999999999996 0.14970000000000003 0.10739000000000003 -0.047859999999999993 -0.0033300000000000001 0.11670500000000002 -0.55026999999999993 0.042275000000000014 -0.067345000000000002 -1.0000000180025095e-35 -0.077634999999999996 -0.083885000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -2 4 8 -6 7 -7 9 -4 11 -10 -12 -1
right_child=2 -3 3 -5 5 6 -8 -9 10 -11 12 -13 -14 -15
leaf_value=0.002098607407330649 -0.0050199123155280313 0.012080343200496252 -0.0005372306188972237 -0.0050511973686575154 0.011184468332469699 -0.0077651691337603844 0.0080021974624023273 0.00067280291908919582 -0.010432414522225295 -0.0096076096098355723 0.011419356698898313 -7.542313788997388e-05 0.00098859410232157436 -0.0049435277747748481
leaf_weight=63 73 50 75 65 71 77 73 265 46 58 47 2331 403 47
leaf_count=63 73 50 75 65 71 77 73 265 46 58 47 2331 403 47
internal_value=0 0.00314927 -1.53713e-05 8.8449e-05 0.000185633 0.00197418 0.00039647 -0.00122458 -0.000107751 -0.00449889 9.8547e-05 -0.000276198 0.00207985 -0.000902864
internal_weight=0 160 3584 3511 3446 486 415 342 2960 133 2827 2377 450 110
internal_count=3744 160 3584 3511 3446 486 415 342 2960 133 2827 2377 450 110
is_linear=0
shrinkage=0.0995203


Tree=1264
num_leaves=10
num_cat=0
split_feature=11 21 6 21 1 11 3 19 3
split_gain=0.230308 0.177508 0.398977 0.226418 0.16769 0.144562 0.246838 0.311289 0.231151
threshold=0.092640000000000014 -0.09071499999999999 -0.0026549999999999998 -0.08564999999999999 -0.53140500000000002 -0.364875 0.12212000000000002 0.021890000000000003 0.11387500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 8 -8 -7
right_child=-2 3 -4 4 5 6 7 -9 -10
leaf_value=0.0080400499436402498 -0.0068885955943332258 -0.0067369172412275529 -0.0035117670242328812 0.0047362087043783209 -0.0048677302567702281 -0.00017647910327215876 0.0037330337903964312 -0.0034767342125607095 -0.0034600079872699431
leaf_weight=77 50 52 48 69 65 2777 297 74 230
leaf_count=77 50 52 48 69 65 2777 297 74 230
internal_value=0 -8.82336e-05 0.0035976 -0.000217737 -0.000120978 -0.000218557 -0.000128854 0.00229276 -0.000427903
internal_weight=0 3689 125 3564 3512 3443 3378 371 3007
internal_count=3739 3689 125 3564 3512 3443 3378 371 3007
is_linear=0
shrinkage=0.0995203


Tree=1265
num_leaves=14
num_cat=0
split_feature=11 21 9 21 4 4 17 4 26 21 4 4 6
split_gain=0.186743 0.143885 0.516579 0.18359 0.155004 0.448728 0.396181 0.548234 0.827524 0.39029 0.593885 0.273431 0.20299
threshold=0.092640000000000014 -0.09071499999999999 0.086375000000000021 -0.08564999999999999 0.11644500000000003 0.11230000000000002 0.011640000000000003 0.13312000000000004 -0.0098899999999999995 0.14970000000000003 0.10868000000000001 0.13542500000000005 -0.081250000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 9 7 8 -6 10 -5 -8 -9
right_child=-2 3 -4 4 6 -7 11 12 -10 -11 -12 -13 -14
leaf_value=0.0084664659486458019 -0.0062030413946693799 -0.0060664576971086615 -0.004586033587687624 -0.00023956515012228178 -0.00032451269736169541 -0.0091610354129236082 -0.0088105097539076527 0.0025143345198646704 0.017091126994365397 -0.0091717339437151994 0.0093045585162388669 0.0018027761156107717 -0.0052669773876343135
leaf_weight=75 50 52 50 2986 49 56 49 103 60 47 66 47 49
leaf_count=75 50 52 50 2986 49 56 49 103 60 47 66 47 49
internal_value=0 -7.94968e-05 0.00323892 -0.000196113 -0.000108961 -0.000331585 0.00185619 0.00386836 0.00925457 -0.000171769 -3.29035e-05 -0.0036059 4.98725e-07
internal_weight=0 3689 125 3564 3512 3155 357 261 109 3099 3052 96 152
internal_count=3739 3689 125 3564 3512 3155 357 261 109 3099 3052 96 152
is_linear=0
shrinkage=0.0995203


Tree=1266
num_leaves=17
num_cat=0
split_feature=12 27 17 0 17 26 5 5 8 3 3 3 8 1 1 2
split_gain=0.16278 0.143617 0.163741 0.515296 0.427926 0.548742 0.368373 0.530975 0.322057 0.24557 0.23866 0.57937 1.01294 0.513608 1.00936 0.41005
threshold=0.094205000000000025 -0.086859999999999993 -0.11248999999999999 0.12433000000000002 -0.093784999999999993 0.086255000000000012 -0.0016799999999999999 0.060575000000000011 -0.090704999999999994 0.085795000000000024 0.083725000000000022 0.084380000000000024 -0.086304999999999993 0.05340000000000001 -0.080349999999999991 -0.15197999999999998
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 -4 9 -8 -9 -3 13 12 -12 14 -6 -13
right_child=-2 2 4 -5 10 -7 7 8 -10 -11 11 15 -14 -15 -16 -17
leaf_value=-0.0042335947260832328 -0.0053769707572587627 0.00076575715877127612 -0.013190622553478007 0.0099589454406732811 0.0070499573230719034 0.0011571351933555209 -0.0093528519209273471 0.0080284219252136947 -0.00022830920262663894 0.0091301105117394359 0.0026845794832525377 -0.0080513942944571877 -0.017765400456442239 0.0098605044521927043 -0.010038895952951639 0.00015285023662665724
leaf_weight=80 58 66 57 62 78 49 60 51 565 74 46 62 50 73 61 2247
leaf_count=80 58 66 57 62 78 49 60 51 565 74 46 62 50 73 61 2247
internal_value=0 -6.29346e-05 2.94937e-05 0.00121153 -0.000351341 -0.00655045 0.000545897 -0.000415261 0.000453955 0.00519276 -9.99366e-05 -0.000382409 -0.00795793 0.00310067 -0.000443579 -6.70913e-05
internal_weight=0 3681 3601 878 2723 106 816 676 616 140 2617 2405 96 212 139 2309
internal_count=3739 3681 3601 878 2723 106 816 676 616 140 2617 2405 96 212 139 2309
is_linear=0
shrinkage=0.0995203


Tree=1267
num_leaves=14
num_cat=0
split_feature=11 21 2 18 21 21 2 3 20 27 19 19 20
split_gain=0.137782 0.126496 0.493207 0.275536 0.274246 0.120559 0.684893 0.534375 0.564442 0.242336 0.155006 0.405147 0.369805
threshold=0.092640000000000014 -0.085914999999999991 -0.016354999999999998 -0.016464999999999997 -0.084574999999999997 -0.014264999999999998 -0.086304999999999993 0.11125500000000002 -0.044334999999999999 -0.038765000000000001 0.077805000000000027 0.086925000000000016 -0.14091999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 -6 8 -8 -7 12 -12 -11
right_child=-2 4 -4 -5 5 9 7 -9 -10 10 11 -13 -14
leaf_value=-0.0052944852744460933 -0.0053204326298149562 -0.0078232662341018722 0.011394010867524416 0.0040488888314663034 0.012160988583133485 -0.0058738805520255847 0.00091991699233167636 0.0075314573903575502 -0.012856101515958875 -0.0068805368718822552 0.0098206350611780326 0.00048056781988210952 -0.00017410839832729527
leaf_weight=63 50 46 46 62 52 74 76 53 48 84 53 350 2682
leaf_count=63 50 46 46 62 52 74 76 53 48 84 53 350 2682
internal_value=0 -6.04957e-05 0.00258248 -0.000653623 -0.000189196 -8.78173e-05 0.00211868 -0.000826977 -0.00440614 -0.000243879 -0.000112153 0.00171095 -0.00037807
internal_weight=0 3689 171 125 3518 3472 229 177 124 3243 3169 403 2766
internal_count=3739 3689 171 125 3518 3472 229 177 124 3243 3169 403 2766
is_linear=0
shrinkage=0.0995203


Tree=1268
num_leaves=13
num_cat=0
split_feature=19 19 19 1 2 19 0 0 20 19 2 18
split_gain=0.161359 0.881751 0.500897 0.413422 0.34658 0.264095 0.164124 0.196353 0.711032 0.247192 0.169436 0.168912
threshold=0.11174500000000002 0.10583000000000002 0.098950000000000024 -0.025874999999999999 -0.079555000000000001 0.12633000000000003 -0.25289499999999993 -0.19631499999999999 -0.071149999999999991 0.083090000000000011 -0.081559999999999994 0.15614500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 -5 -6 -1 8 -8 11 -11 -9
right_child=3 -3 -4 4 5 -7 7 9 -10 10 -12 -13
leaf_value=0.0059590397283239942 -0.0091871616178302567 0.011766599104108056 -0.0098813126685843231 0.0051767248994094451 -0.0085800768333638353 0.00056724228814376918 0.006000868396965453 0.00024669623225077853 -0.0092163194744708608 0.0098828272661631803 0.0013634479475801591 0.0045544801502604843
leaf_weight=53 61 68 47 82 52 78 49 2980 80 46 47 93
leaf_count=53 61 68 47 82 52 78 49 2980 80 46 47 93
internal_value=0 0.00054547 0.000320475 -0.00196713 0.000106473 -0.00308539 0.000463935 0.000375298 -0.0034298 0.000530597 0.00558614 0.000377332
internal_weight=0 3463 3395 273 212 130 3348 3295 129 3166 93 3073
internal_count=3736 3463 3395 273 212 130 3348 3295 129 3166 93 3073
is_linear=0
shrinkage=0.0995203


Tree=1269
num_leaves=12
num_cat=0
split_feature=13 28 10 27 10 3 5 3 1 3 8
split_gain=0.140357 0.145577 0.289829 0.683615 0.438143 0.372034 0.188831 0.245172 0.392275 0.312217 0.140159
threshold=0.089365000000000014 0.077350000000000016 0.079955000000000012 0.078330000000000025 1.0000000180025095e-35 0.10486500000000003 -0.53715999999999997 1.0000000180025095e-35 -0.016029999999999999 0.082130000000000022 -0.097249999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 -4 -1 8 -8 -9 -3
right_child=-2 10 3 -5 -6 -7 7 9 -10 -11 -12
leaf_value=0.0050049161457274942 0.005673424907650027 -0.0075373575877343574 -0.0066834785533877693 0.012819849970977078 -0.0088320041127069818 0.0043135110801727685 -0.010933851586507412 0.0069461205080398282 0.0013428026763954173 0.0001769946138219329 0.00021474637851597733
leaf_weight=82 48 46 50 61 53 78 50 69 53 3100 46
leaf_count=82 48 46 50 61 53 78 50 69 53 3100 46
internal_value=0 0.000255921 0.000356139 0.00414969 0.000145455 1.14156e-05 0.000287562 0.000169089 -0.00460879 0.00032464 -0.00365241
internal_weight=0 3688 3596 189 3407 128 3354 3272 103 3169 92
internal_count=3736 3688 3596 189 3407 128 3354 3272 103 3169 92
is_linear=0
shrinkage=0.0995203


Tree=1270
num_leaves=13
num_cat=0
split_feature=12 9 1 8 4 0 11 4 8 4 21 8
split_gain=0.195154 0.21839 0.237419 0.825748 0.296695 0.242883 0.225533 0.232441 0.547998 0.432149 0.209264 0.208477
threshold=0.10025500000000002 -0.25326499999999996 0.41291000000000005 -0.08176499999999999 0.12719000000000005 -0.14824999999999997 -0.15300499999999997 0.11061500000000002 -0.0049949999999999994 0.10722500000000003 0.090830000000000022 0.099175000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 -3 9 10 11 -9 -8
right_child=-2 2 3 4 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.0053327843006756364 0.0067361221137765079 -0.0059957737148071816 0.012005280584123366 -0.0020562150482682198 -0.0056265849444679557 0.0077932629399088717 0.00045282179529070412 -0.012610157833726893 0.0045144395260789819 0.0097722663549223623 -0.0037154657639696526 -0.0031214112104011823
leaf_weight=69 46 59 75 49 68 50 2938 47 56 48 60 171
leaf_count=69 46 59 75 49 68 50 2938 47 56 48 60 171
internal_value=0 0.000212853 0.000318755 0.00333008 -0.000561073 0.00291 0.000102845 0.000211471 -0.00345274 0.000400918 -0.00763013 0.00025597
internal_weight=0 3690 3621 242 167 99 3379 3320 163 3157 107 3109
internal_count=3736 3690 3621 242 167 99 3379 3320 163 3157 107 3109
is_linear=0
shrinkage=0.0995203


Tree=1271
num_leaves=10
num_cat=0
split_feature=12 20 1 2 9 6 18 28 11
split_gain=0.158242 0.184735 0.364288 0.225662 0.210451 0.297479 0.2324 0.23761 0.261574
threshold=0.10025500000000002 -0.15398499999999998 -0.050379999999999994 -0.073194999999999996 -0.25326499999999996 0.13734500000000002 0.30956000000000011 0.078705000000000011 -0.091359999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 7 8 -6
right_child=-2 4 3 -5 5 -7 -8 -9 -10
leaf_value=0.010152794622990726 0.0060657418708689112 -0.0054401520718845324 0.0046248994512770392 -0.0046481487880576291 0.0062947457358248889 -0.0077989575910189955 -0.0064767218902230883 -0.0051802212251696299 0.00034843707880899069
leaf_weight=54 46 68 53 51 75 46 50 75 3218
leaf_count=54 46 68 53 51 75 46 50 75 3218
internal_value=0 0.000191604 0.00352098 6.96678e-05 4.24362e-05 0.000150298 0.00025752 0.000357738 0.000484116
internal_weight=0 3690 158 104 3532 3464 3418 3368 3293
internal_count=3736 3690 158 104 3532 3464 3418 3368 3293
is_linear=0
shrinkage=0.0995203


Tree=1272
num_leaves=30
num_cat=0
split_feature=9 6 17 17 2 17 6 9 6 6 0 18 20 9 18 17 1 1 0 0 18 1 4 4 8 1 3 9 2
split_gain=0.203803 0.464195 0.692635 0.880674 1.0041 0.598617 1.29262 0.658481 0.628921 0.818762 0.592199 0.592113 1.66124 0.579746 0.557881 0.646614 0.404393 0.934335 0.357167 0.30727 0.280072 0.218254 0.572408 0.304351 0.541399 0.513541 0.545556 0.456384 0.162046
threshold=0.087635000000000032 0.085845000000000019 -0.0064000000000000003 0.11639500000000001 -0.082139999999999991 0.0031350000000000006 1.0000000180025095e-35 0.085405000000000023 -0.0093650000000000001 -0.086849999999999997 0.11291000000000002 0.086800000000000016 -0.054979999999999994 0.086375000000000021 0.082540000000000016 -0.0082649999999999998 -0.085184999999999997 -0.088174999999999989 -0.10942499999999999 -0.1525 -0.092084999999999986 0.15045000000000006 0.091430000000000025 0.08167000000000002 0.097995000000000013 -0.14806999999999998 0.087170000000000011 0.089025000000000021 -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
left_child=1 5 13 4 -4 10 7 8 9 -7 11 14 -13 16 15 -1 17 20 19 -2 -3 23 -23 25 -25 -20 -27 -28 -21
right_child=18 2 3 -5 -6 6 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 21 28 -22 22 -24 24 -26 26 27 -29 -30
leaf_value=-0.00041707771322096126 -0.0025260875495236295 0.0024712048305115327 0.022643787165536992 -0.00097113148340169245 0.0039401745140905031 -0.0009424066266015505 -0.019271117163662498 -0.012139711681211357 -0.0094658667455879541 0.013306062426230596 -0.010129437511644667 0.0041112546197069021 -0.017516830533633232 0.0090664861499062145 0.011642430387956468 0.0051709313789706857 -0.0076339987201917208 0.012821298949121067 -0.011051564840403563 0.011473759239187609 -0.0070733561282663743 -0.013834153169189987 -0.00010881671382639225 0.01157324940868208 -0.0026526170023765416 0.0094465817399064685 -0.0056728501927771633 -0.00053252754360276684 0.0031341021941782973
leaf_weight=577 48 49 58 66 56 139 47 48 49 56 47 87 59 62 58 318 78 48 52 46 80 48 81 51 55 48 204 1063 47
leaf_count=577 48 49 58 66 56 139 47 48 49 56 47 87 59 62 58 318 78 48 52 46 80 48 81 51 55 48 204 1063 47
internal_value=0 0.000602677 0.00323547 0.00816609 0.0134632 -0.000277915 -0.00395212 -0.00148359 0.000609346 0.00314527 0.000808243 0.00127675 -0.00462326 0.000433166 0.00218149 0.00156747 -0.00166271 0.000964086 -0.00087257 0.00392797 -0.00344156 -0.0012956 -0.00522227 -0.000951161 0.00418418 -0.00134997 -0.000965705 -0.00136082 0.0072679
internal_weight=0 1982 497 180 114 1485 339 292 244 195 1146 1099 146 317 953 895 255 177 1743 141 129 1602 129 1473 106 1367 1315 1267 93
internal_count=3725 1982 497 180 114 1485 339 292 244 195 1146 1099 146 317 953 895 255 177 1743 141 129 1602 129 1473 106 1367 1315 1267 93
is_linear=0
shrinkage=0.0995203


Tree=1273
num_leaves=27
num_cat=0
split_feature=21 5 9 9 20 20 26 26 26 0 21 9 21 18 0 3 5 4 17 2 9 2 5 5 3 5
split_gain=0.209091 0.260413 0.175535 0.542493 0.680652 0.956986 0.699809 0.620598 0.911654 0.619495 0.484038 0.666264 0.56912 0.398804 0.345224 0.275181 0.442746 0.387134 0.375645 0.451564 0.924712 0.366087 0.823509 0.506935 0.243574 0.138021
threshold=-0.093924999999999995 -0.070260000000000003 0.087635000000000032 0.085945000000000021 -0.081744999999999998 -0.0064400000000000004 0.088685000000000028 0.098705000000000029 0.089005000000000015 -0.066264999999999991 0.085815000000000016 0.085075000000000026 0.083545000000000022 -0.064960000000000004 -0.13752999999999999 0.11275500000000002 -0.15086999999999998 0.091430000000000025 0.11180000000000002 -0.076524999999999996 0.097035000000000024 -0.080555000000000002 -0.082635 0.054660000000000007 0.086965000000000028 0.022285000000000003
decision_type=2 2 2 2 2 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 13 8 10 -9 12 -12 -2 -7 -4 16 17 -16 19 20 -17 22 -18 -23 -8 -21
right_child=2 -3 14 4 5 6 24 9 -10 -11 11 -13 -14 -15 15 18 21 -19 -20 25 -22 23 -24 -25 -26 -27
leaf_value=-0.0099519601728097779 0.00061166530717222717 0.00050867122962382216 0.0059994287138682763 0.015784784104492165 -0.009682181475103132 0.0048663342749684412 -0.0055653853906407862 0.00024799939500601135 -0.012745639328579896 0.015735434627119474 -0.001378408738585921 -0.013733185469476749 0.010387169251345326 0.017618048154979353 -0.011518395253770273 -0.0038068415653079906 -0.013815954805524173 -0.00056842549738298279 0.0098358058509753852 -0.0078758008366848729 0.012365148435280329 0.0020238863367467571 -0.0015363042990718734 -0.0049428086319287549 0.0046745729348564458 -0.0013283370232629302
leaf_weight=47 931 47 73 46 50 46 46 55 58 48 438 48 63 52 79 71 61 54 47 53 69 506 480 130 46 81
leaf_count=47 931 47 73 46 50 46 46 55 58 48 438 48 63 52 79 71 61 54 47 53 69 506 480 130 46 81
internal_value=0 -0.00471294 4.09773e-05 0.00069188 0.00469169 0.0025621 0.00578859 -4.7245e-06 -0.000506067 0.0074734 -2.5855e-05 -0.00260032 0.00123206 0.0116409 -0.000694627 -0.000994741 -0.00163495 -0.0070787 0.0016154 0.000202339 0.00415779 -0.00101911 -0.0029224 0.000598589 -0.000436508 -0.00392412
internal_weight=0 94 3631 1927 286 240 190 1641 1538 103 1480 486 994 98 1704 1631 1310 133 321 274 140 1177 541 636 92 134
internal_count=3725 94 3631 1927 286 240 190 1641 1538 103 1480 486 994 98 1704 1631 1310 133 321 274 140 1177 541 636 92 134
is_linear=0
shrinkage=0.0995203


Tree=1274
num_leaves=18
num_cat=0
split_feature=35 21 5 6 3 3 20 17 21 20 3 9 6 8 3 8 17
split_gain=0.197677 0.250089 0.195962 0.18559 0.206116 0.661873 1.02463 0.490938 0.850859 0.687427 0.392473 0.727131 0.514369 0.379393 0.316734 0.276211 0.235859
threshold=0.004000000000000001 -0.093924999999999995 -0.067559999999999995 -0.48214499999999999 0.088745000000000032 0.087925000000000017 -0.0094199999999999996 -0.089699999999999988 0.085190000000000016 -0.085204999999999989 0.089985000000000023 0.088405000000000025 -0.010459999999999999 -0.083135000000000001 0.09049500000000002 -0.076394999999999991 -0.56368999999999991
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 7 -7 8 -5 -9 11 12 -6 -8 -12 -13 -16
right_child=-2 3 -4 4 10 6 13 9 -10 -11 14 15 -14 -15 16 -17 -18
leaf_value=-0.0097064918318438397 -0.006484281789756686 0.0048521552427707899 -0.00050056176928116726 -0.00058868543428864154 -0.018454168293730019 0.016889630233843184 -0.0049790634013552708 0.010024077177772083 -0.01395025169502292 0.00041750349041127485 0.0058607612944196977 0.0051487518004186975 -0.003855792491221813 0.006761847210149048 0.006041870083043791 -0.0049298467745770326 -0.00056871266180037185
leaf_weight=46 47 81 46 222 47 63 54 82 60 738 84 63 49 55 55 47 1886
leaf_count=46 47 81 46 222 47 63 54 82 60 738 84 63 49 55 55 47 1886
internal_value=0 1.08031e-05 -0.00511243 0.00014247 3.33959e-05 0.00104354 0.00678535 0.000146615 -0.00343448 0.00137916 -0.000543073 -0.0046817 -0.0110114 0.000937739 -0.000121653 0.000834999 -0.000380974
internal_weight=0 3678 92 3586 3505 1274 172 1102 282 820 2231 206 96 109 2025 110 1941
internal_count=3725 3678 92 3586 3505 1274 172 1102 282 820 2231 206 96 109 2025 110 1941
is_linear=0
shrinkage=0.0995203


Tree=1275
num_leaves=22
num_cat=0
split_feature=23 9 26 10 0 9 5 26 9 0 21 0 0 5 9 9 26 26 5 26 2
split_gain=0.173826 0.163411 0.422967 0.694486 0.535092 0.356656 0.682935 1.13505 0.563917 1.02869 0.312058 0.278717 0.317407 0.231969 0.258003 0.614649 0.541107 0.425459 0.403685 0.391238 0.12884
threshold=1.0000000180025095e-35 0.087635000000000032 0.098705000000000029 0.078430000000000014 -0.066264999999999991 0.085945000000000021 -0.089564999999999992 0.086580000000000032 0.085335000000000022 -0.086855000000000002 0.086925000000000016 -0.10942499999999999 -0.1525 -0.47386999999999996 0.094085000000000016 0.093175000000000022 0.11790500000000002 0.11127500000000003 -0.051389999999999998 0.10665000000000002 -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=1 2 3 5 -4 8 -7 -8 10 -10 -1 12 -3 -13 15 17 19 -15 -18 -16 -14
right_child=-2 11 4 -5 -6 6 7 -9 9 -11 -12 13 20 14 16 -17 18 -19 -20 -21 -22
leaf_value=0.0015207233676071126 -0.004774676664107815 -0.0030636665036722706 0.00067021998026023551 -0.011141801348759034 0.014851411300362783 -0.0054505596204076686 0.017785168083221628 0.001890442787354807 -0.017394233404914895 0.0016470969779630415 -0.0018346001452199871 -0.0073340087319510236 0.010713515728753436 -0.0017927082284397244 0.00088779178403440356 -0.010145759051208809 -0.00030131462373661179 0.0081200306399627376 -0.0094983367971205202 0.0080600663500869328 0.0032716713989605953
leaf_weight=988 76 47 62 51 46 60 63 152 50 64 380 56 46 629 493 84 116 46 80 89 47
leaf_count=988 76 47 62 51 46 60 63 152 50 64 380 56 46 629 493 84 116 46 80 89 47
internal_value=0 3.39985e-05 0.000667596 0.000305729 0.00671794 0.000638479 0.00393011 0.00655178 2.71321e-05 -0.00669719 0.000588091 -0.000666033 0.00358999 -0.00104058 -0.000810754 -0.00211638 0.00046194 -0.00111596 -0.00405938 0.00198599 0.00696139
internal_weight=0 3649 1916 1808 108 1757 275 215 1482 114 1368 1733 140 1593 1537 759 778 675 196 582 93
internal_count=3725 3649 1916 1808 108 1757 275 215 1482 114 1368 1733 140 1593 1537 759 778 675 196 582 93
is_linear=0
shrinkage=0.0995203


Tree=1276
num_leaves=9
num_cat=0
split_feature=19 21 9 4 4 9 17 26
split_gain=0.127831 0.139341 0.169687 0.43364 0.241279 0.192523 0.376872 0.287376
threshold=0.14071500000000006 0.15544000000000005 -0.25326499999999996 0.14566000000000004 0.13699000000000003 0.12188500000000002 -1.0000000180025095e-35 0.11991000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=-0.0045213381393736478 0.005289153064288247 0.0044738232158964917 8.4461626238557379e-05 0.0092334285597532786 -0.006253709138994 0.010950888232743625 -0.0011468870309939471 -0.0042770112530098828
leaf_weight=83 46 68 3181 50 62 46 57 157
leaf_count=83 46 68 3181 50 62 46 57 157
internal_value=0 1.01572e-05 -7.30967e-05 3.05863e-05 -0.000100537 1.00935e-05 0.00424806 -0.000120431
internal_weight=0 3704 3636 3553 3503 3441 103 3338
internal_count=3750 3704 3636 3553 3503 3441 103 3338
is_linear=0
shrinkage=0.0995203


Tree=1277
num_leaves=14
num_cat=0
split_feature=30 26 26 10 4 21 1 8 8 3 3 5 22
split_gain=0.140825 0.1757 0.213021 0.142008 0.340019 0.709169 0.526224 0.237638 0.695764 0.359491 0.67698 0.63677 0.293488
threshold=0.12577500000000003 0.50635500000000022 0.31428500000000009 1.0000000180025095e-35 0.081540000000000015 0.083050000000000027 -0.15796999999999997 -0.0032949999999999998 -0.0077949999999999998 0.10850000000000003 0.11492500000000001 -0.0038499999999999997 0.089550000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 6 -6 8 12 11 -11 -9 -1
right_child=-2 -3 -4 4 5 -7 -8 9 -10 10 -12 -13 -14
leaf_value=-0.00011134991537680179 -0.0054044878165139558 0.0055704185245866256 -0.0066800460268572354 -0.0082540555350070193 0.0021824994697218704 0.0098092211569531622 -0.0088864960445280174 0.00053441501315800246 -0.011977515039286721 -0.0092597410054070812 0.002339808319772531 0.0082890073521591258 0.0050747848728313833
leaf_weight=2476 46 58 46 66 86 54 84 258 48 71 167 177 113
leaf_count=2476 46 58 46 66 86 54 84 258 48 71 167 177 113
internal_value=0 0.000135834 4.91567e-05 0.000135368 -0.00197594 -0.000122479 -0.00328207 0.000320594 -0.000105109 0.00198983 -0.00111712 0.00369161 0.000114689
internal_weight=0 3704 3646 3600 290 224 170 3310 2637 673 238 435 2589
internal_count=3750 3704 3646 3600 290 224 170 3310 2637 673 238 435 2589
is_linear=0
shrinkage=0.0995203


Tree=1278
num_leaves=15
num_cat=0
split_feature=6 27 4 4 4 4 26 3 2 27 4 4 3 3
split_gain=0.13154 0.32272 0.162673 0.909152 0.891617 0.449668 0.395448 0.330414 0.39408 0.32444 0.270809 0.580775 0.338714 0.231943
threshold=-0.48214499999999999 0.091025000000000009 0.094025000000000011 0.088985000000000022 0.099305000000000018 0.086205000000000018 0.087675000000000017 0.14166500000000004 0.097745000000000012 0.085370000000000015 0.10606500000000003 0.10755500000000003 0.11978500000000002 0.10556500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 7 10 8 9 -2 13 -12 -13 -6
right_child=2 -3 4 -5 6 -7 -8 -9 -10 -11 11 12 -14 -15
leaf_value=0.0095600982467020194 0.00035747404220890254 -0.0021542831858517692 -0.012976603648945442 0.011676037609633325 0.0011211193402812297 -0.0086411312692336855 -0.0068149910218187875 0.0072247214450360522 -0.0088925884568576991 -0.0077349604465375178 -0.01111000572021105 0.0038628844373542557 -0.0018749043952872968 0.0093267986326025683
leaf_weight=47 2618 46 60 68 88 58 82 65 48 50 47 177 240 56
leaf_count=47 2618 46 60 68 88 58 82 65 48 50 47 177 240 56
internal_value=0 0.00375709 -3.28733e-05 0.000304041 -0.00133985 3.13695e-05 -0.000326766 0.000212536 4.44171e-05 0.00020551 0.000546945 -0.000621589 0.000558597 0.0043179
internal_weight=0 93 3657 2907 750 2839 690 2781 2716 2668 608 464 417 144
internal_count=3750 93 3657 2907 750 2839 690 2781 2716 2668 608 464 417 144
is_linear=0
shrinkage=0.0995203


Tree=1279
num_leaves=17
num_cat=0
split_feature=18 4 8 21 2 9 18 9 26 9 3 26 2 10 3 18
split_gain=0.13842 0.538802 1.04618 1.02022 0.831725 0.67174 0.182371 0.199492 0.327215 0.715263 0.775126 0.608107 0.462301 0.240257 0.189339 0.185081
threshold=0.11906500000000002 0.08167000000000002 -0.0077949999999999998 0.14299000000000003 -0.079739999999999991 0.09649000000000002 0.11504500000000002 0.12188500000000002 0.11326500000000002 0.094010000000000024 0.10611500000000003 0.10812000000000002 -0.077604999999999993 0.09407500000000002 0.10648500000000002 0.10698500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -3 -2 -6 7 8 11 12 -11 13 -10 15 -9 -1
right_child=1 3 -4 -5 5 -7 -8 14 9 10 -12 -13 -14 -15 -16 -17
leaf_value=-5.8497757152176167e-05 0.014039199014415266 0.015959790937750788 -0.012578918668089325 -0.0035229342449961247 -0.01014296403090457 0.0050499004693358596 -0.005925919504676201 0.0087579707096142288 0.0095551069429977396 -0.013841521464438605 0.0019951301672857433 0.010789523036111796 -0.0028541496583013438 -0.0069775458184191501 -6.629000689266987e-05 0.0058768053986213726
leaf_weight=2852 49 63 56 46 50 68 53 49 48 91 46 52 78 49 47 53
leaf_count=2852 49 63 56 46 50 68 53 49 48 91 46 52 78 49 47 53
internal_value=0 0.001995 -0.000804642 0.00773022 0.00313872 -0.00138082 -0.000133423 -4.19454e-05 -0.0001735 -0.00353978 -0.00851813 0.000120749 0.00186669 -6.67788e-05 0.00442923 4.95066e-05
internal_weight=0 332 223 109 167 118 3418 3365 3269 263 137 3006 126 2954 96 2905
internal_count=3750 332 223 109 167 118 3418 3365 3269 263 137 3006 126 2954 96 2905
is_linear=0
shrinkage=0.0995203


Tree=1280
num_leaves=18
num_cat=0
split_feature=7 10 4 1 6 2 0 1 5 8 12 6 26 26 20 0 20
split_gain=0.281057 0.218909 1.09166 0.511073 0.467762 0.181723 0.778362 0.334359 0.38916 0.309729 0.274997 1.24372 0.207907 0.262275 0.250956 0.653601 0.520711
threshold=0.093110000000000012 0.076235000000000011 0.081540000000000015 -0.215865 -0.109815 -0.095649999999999999 -0.090789999999999996 -0.012865 0.22078000000000006 1.0000000180025095e-35 -0.0088449999999999987 -0.25061999999999995 -0.10954 -0.22491999999999998 -0.083495 -0.071340000000000001 -0.081189999999999998
decision_type=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 -1 8 9 -8 11 -7 13 -12 15 -14 -16
right_child=-2 2 3 4 -6 10 7 -9 -10 -11 12 -13 14 -15 16 -17 -18
leaf_value=0.012695832925148715 0.0061439663746713485 -0.015453299492869336 0.0064896832854767651 0.0027982325542272521 -0.010673547327537794 -0.0060918030899293008 -0.01047312059132437 0.0072508092971612162 0.0049637059266263942 -0.00055995405387087671 0.00038030589270917573 0.01667574124739591 -0.0010033626681220133 0.0096457594235693483 0.0056555876070426845 -0.012618688236450959 -0.00046405124214568549
leaf_weight=59 73 54 82 50 52 48 58 48 54 68 89 47 279 46 146 58 2424
leaf_count=59 73 54 82 50 52 48 58 48 54 68 89 47 279 46 146 58 2424
internal_value=0 -9.23662e-05 -0.003011 0.000636093 -0.00406171 0.000110267 0.00250737 -0.000125527 -0.0020971 -0.00512966 -0.00010878 0.00516353 -0.0002737 0.00354349 -0.000451251 -0.00300487 -0.00011608
internal_weight=0 3662 238 184 102 3424 287 228 180 126 3137 95 3042 135 2907 337 2570
internal_count=3735 3662 238 184 102 3424 287 228 180 126 3137 95 3042 135 2907 337 2570
is_linear=0
shrinkage=0.0995203


Tree=1281
num_leaves=15
num_cat=0
split_feature=7 10 4 0 4 6 8 7 6 8 8 27 4 20
split_gain=0.227895 0.180926 0.442057 0.348672 0.81651 0.525739 0.144186 0.365486 0.339044 0.630316 0.36012 0.233785 0.452785 0.311525
threshold=0.093110000000000012 1.0000000180025095e-35 0.081540000000000015 -0.0083449999999999983 0.10477500000000002 -0.097455 -0.11550499999999998 -0.074334999999999998 -0.091059999999999988 -0.44475499999999996 -0.42187000000000002 0.10318500000000001 0.12631500000000004 0.096815000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -4 8 -8 9 -1 -10 12 13 -9
right_child=-2 2 3 4 -6 -7 7 11 10 -11 -12 -13 -14 -15
leaf_value=-0.00041248695685970746 0.0055325171569395731 -0.010110682789271463 0.0029680426750830985 0.01257928615214856 -0.0054029375166718338 -0.011835403866661409 -0.0086984805561855609 0.00020501373170255899 0.0042555795022546448 0.01482190279993045 -0.0051890041474657866 -0.0049448239608081961 0.0071550457076650547 -0.0048929720232737265
leaf_weight=58 73 60 46 51 49 49 48 2787 78 50 82 90 90 124
leaf_count=58 73 60 46 51 49 49 48 2787 78 50 82 90 90 124
internal_value=0 -8.31294e-05 -0.00264018 -0.000337367 0.00375981 -0.0046588 0.000108015 -8.09057e-05 0.00232384 0.00663289 -0.000579653 5.26516e-05 0.000202799 -1.18643e-05
internal_weight=0 3662 255 195 100 95 3407 3139 268 108 160 3091 3001 2911
internal_count=3735 3662 255 195 100 95 3407 3139 268 108 160 3091 3001 2911
is_linear=0
shrinkage=0.0995203


Tree=1282
num_leaves=16
num_cat=0
split_feature=17 26 17 5 17 20 4 7 9 21 20 20 20 30 26
split_gain=0.229551 0.496436 0.820444 0.517437 0.437857 0.380878 0.508152 0.316883 0.212631 0.271093 0.402313 0.579642 0.522608 0.368338 0.379848
threshold=-0.47367999999999999 0.096980000000000025 -0.52313499999999991 0.26676500000000009 -0.46159 -0.078725000000000003 0.10172500000000002 0.086645000000000028 -0.22988499999999998 0.097120000000000026 -0.080324999999999994 -0.09529 -0.073314999999999991 0.10000000000000002 0.088325000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -5 -7 8 -6 13 11 -11 -12 14 -10
right_child=4 -3 -4 5 7 6 -8 -9 9 10 12 -13 -14 -15 -16
leaf_value=-0.0088538562449275472 0.0090818976065578112 0.0071021229197602859 -0.015264087859947534 -0.004274577194436819 0.0048068152227201478 0.012662559188534416 -0.0010641988667373507 0.0065244527251135968 0.001419460970659343 -0.0023482998578722544 -0.01179041823933435 0.011508505704275605 -0.002138768664460243 -0.0070710293545128622 -0.0010749715150876248
leaf_weight=69 55 47 52 73 88 48 60 75 1570 82 66 47 354 66 983
leaf_count=69 55 47 52 73 88 48 60 75 1570 82 66 47 354 66 983
internal_value=0 -0.00240619 -0.00388867 -0.00151931 0.000274435 0.00127221 0.00502901 0.000128764 -1.83056e-05 -0.000152595 -0.00216352 0.00269396 -0.00365741 0.000268626 0.000458691
internal_weight=0 349 302 250 3386 181 108 3331 3256 3168 549 129 420 2619 2553
internal_count=3735 349 302 250 3386 181 108 3331 3256 3168 549 129 420 2619 2553
is_linear=0
shrinkage=0.0995203


Tree=1283
num_leaves=20
num_cat=0
split_feature=26 17 17 9 20 3 20 2 21 9 21 3 20 21 20 17 17 18 20
split_gain=0.207629 0.196819 0.362885 0.301159 0.270808 0.429998 0.418094 0.339314 0.162189 0.443743 0.342667 0.874454 0.524955 0.291977 0.518039 0.672239 0.425699 0.362728 0.344734
threshold=0.50635500000000022 -0.47367999999999999 -0.46159 0.08203000000000002 -0.081324999999999995 0.089535000000000017 -0.074879999999999988 -0.22383 0.097120000000000026 -0.095314999999999997 0.10403500000000003 0.097880000000000023 -0.078104999999999994 0.090375000000000025 -0.012544999999999999 -0.065004999999999993 -0.14384499999999997 -0.093649999999999997 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 -3 -1 -5 -6 -7 -8 13 -10 11 -11 -12 16 15 -15 17 -4 -18
right_child=-2 2 8 4 5 6 7 -9 9 10 12 -13 -14 14 -16 -17 18 -19 -20
leaf_value=-0.0093160419542729841 0.0058286251649168896 0.00817806535699977 0.0086163042603442791 0.0048655117204556711 -0.0098108904412116463 -0.0076598026671911039 -0.0020823669901159944 0.0084081099624733809 0.0077012536199718195 -0.016302677426970519 0.0052578042693006977 0.00056324737731469523 -0.0031570975883710379 -0.0026183965081220074 -0.0030889577323779138 0.011952041293274207 -0.00068281019244174619 0.00099110537475640141 0.0051049988930200506
leaf_weight=52 60 55 98 60 61 51 62 60 47 55 100 68 276 46 71 98 2140 168 107
leaf_count=52 60 55 98 60 61 51 62 60 47 55 100 68 276 46 71 98 2140 168 107
internal_value=0 -7.32817e-05 0.000161288 -0.00233254 -0.00109457 -0.0026263 -8.82668e-05 0.00307018 2.6364e-05 -0.00153906 -0.00241104 -0.00697177 -0.000916914 0.000339979 0.00386 0.00729191 3.84974e-05 0.00380347 -0.000406836
internal_weight=0 3675 3329 346 294 234 173 122 3274 546 499 123 376 2728 215 144 2513 266 2247
internal_count=3735 3675 3329 346 294 234 173 122 3274 546 499 123 376 2728 215 144 2513 266 2247
is_linear=0
shrinkage=0.0995203


Tree=1284
num_leaves=13
num_cat=0
split_feature=7 2 7 3 3 2 17 1 1 3 1 1
split_gain=0.248141 0.338437 0.371705 0.3054 0.260716 0.926781 1.14188 0.371708 0.357576 0.334654 0.331944 0.245017
threshold=0.099030000000000021 -0.19220999999999999 0.073820000000000011 0.10525500000000003 0.083955000000000016 -0.080165 -0.013885 0.043640000000000005 -0.052259999999999994 0.084380000000000024 -0.51253999999999988 -0.098224999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 -3 8 -7 -6 -11 -12
right_child=-2 2 -4 -5 9 7 -8 -9 -10 10 11 -13
leaf_value=-0.01146632097907711 -0.0061426698442686098 -0.00010705580540049486 0.0067819162546323948 -0.0012988825834405701 -0.0065928248421159288 -0.00039717863405001744 0.017606083286238014 0.0028475537132631656 -0.012337379072916288 -0.0069085704952519056 0.0031258968901937676 -0.00014576437863486735
leaf_weight=46 65 72 84 81 79 53 72 88 47 68 247 2758
leaf_count=46 65 72 84 81 79 53 72 88 47 68 247 2758
internal_value=0 6.00804e-05 0.000239993 -0.00498803 8.20308e-05 0.00273485 0.00874383 -0.00186342 -0.00601726 -0.000197131 -3.24454e-05 0.000122882
internal_weight=0 3695 3568 127 3484 332 144 188 100 3152 3073 3005
internal_count=3760 3695 3568 127 3484 332 144 188 100 3152 3073 3005
is_linear=0
shrinkage=0.0995203


Tree=1285
num_leaves=18
num_cat=0
split_feature=0 3 3 0 0 3 3 3 27 2 18 18 11 0 26 25 17
split_gain=0.247718 0.408941 0.703338 0.569535 0.374862 0.356069 0.905249 0.334849 0.333371 0.458441 0.360762 0.31328 0.275466 0.26798 0.224137 0.215266 0.14609
threshold=-0.027364999999999997 0.099950000000000025 0.088685000000000028 0.048750000000000009 -0.038659999999999993 0.083955000000000016 0.08345000000000001 0.084235000000000018 0.08841000000000003 -0.093109999999999984 -0.0032949999999999998 0.0020050000000000003 -1.0000000180025095e-35 -0.050494999999999991 0.5128250000000002 0.082255000000000023 -0.42572499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 12 -3 5 6 8 -7 9 -1 -11 16 -2 14 15 -9 -5
right_child=1 3 -4 11 -6 7 -8 13 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.010959564847601 0.0020470911664230733 -0.012480768324093967 0.0094477858873490122 -0.0015176403498132211 0.0088062255229650437 -0.0081164529739241875 0.014457312324931379 9.3123975778750602e-05 -0.0065513561516690067 -0.0067454220705325729 0.0038943364176335393 0.004346177040087571 -0.006650791042764303 -0.0056334441254373632 -0.0066389685746131933 0.0062729676405363149 -0.0088787363481456737
leaf_weight=48 63 72 66 58 50 52 59 2735 50 53 78 54 84 83 48 57 50
leaf_count=48 63 72 66 58 50 52 59 2735 50 53 78 54 84 83 48 57 50
internal_value=0 -0.00224167 0.000910114 -0.00511411 0.000254146 0.000122849 0.00346432 -0.000200353 0.000628487 0.0026386 -0.000404051 -0.00183498 -0.00291756 -5.92456e-05 0.000103374 0.000219582 -0.00493314
internal_weight=0 447 213 234 3313 3263 288 2975 229 179 131 162 147 2923 2840 2792 108
internal_count=3760 447 213 234 3313 3263 288 2975 229 179 131 162 147 2923 2840 2792 108
is_linear=0
shrinkage=0.0995203


Tree=1286
num_leaves=16
num_cat=0
split_feature=17 0 18 35 29 20 20 1 17 17 17 20 21 20 20
split_gain=0.227443 0.515077 0.810236 0.217021 0.217573 0.189248 0.522658 0.884888 0.393357 0.443761 0.380663 0.286854 0.985209 0.208604 0.306009
threshold=-0.54604999999999992 0.042275000000000014 -0.034774999999999993 0.004000000000000001 0.11300500000000002 -0.083495 -0.085594999999999991 -0.0092949999999999994 0.0036400000000000009 -0.0050499999999999998 0.28919000000000006 -0.081189999999999998 0.08846500000000003 -0.079864999999999992 -0.072005
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 -8 9 -2 -10 12 -7 -13 -15
right_child=3 -3 -4 -5 -6 11 7 -9 10 -11 -12 13 -14 14 -16
leaf_value=-0.0064269079456110564 -2.2810579139040449e-05 -0.010015038070211124 0.01088753942735371 -0.0065099234842101389 -0.0052655314294164412 -0.0012267198641590228 0.0014132691970238866 -0.017988310794308522 0.010787335587771231 -0.0098346657259244588 -0.00046797334595320315 -0.0044878027276180664 0.016079231348208232 0.0039541702057909883 0.00024589125051198375
leaf_weight=64 248 72 46 48 70 90 47 46 57 56 62 83 51 242 2478
leaf_count=64 248 72 46 48 70 90 47 46 57 56 62 83 51 242 2478
internal_value=0 -0.00347021 0.000806239 0.000136239 0.000226844 0.000338198 -0.00141937 -0.00817441 6.38525e-05 -0.00183295 0.00491635 0.000646527 0.00502708 0.000425879 0.00057612
internal_weight=0 182 110 3578 3530 3460 516 93 423 304 119 2944 141 2803 2720
internal_count=3760 182 110 3578 3530 3460 516 93 423 304 119 2944 141 2803 2720
is_linear=0
shrinkage=0.0995203


Tree=1287
num_leaves=14
num_cat=0
split_feature=7 7 10 3 3 2 26 0 1 35 6 6 9
split_gain=0.194109 0.260097 0.250852 0.586507 0.239637 0.774521 0.751276 0.381943 0.369021 0.545784 0.254412 0.45986 0.227199
threshold=0.097640000000000018 0.073820000000000011 1.0000000180025095e-35 0.10486500000000003 0.083955000000000016 -0.080555000000000002 0.086895000000000014 -0.23099 0.043640000000000005 -0.079394999999999993 -0.47287499999999999 -0.25061999999999995 0.096225000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -6 9 -7 -9 -12 -5
right_child=-2 -3 3 12 7 8 -8 10 -10 -11 11 -13 -14
leaf_value=0.014817559811562542 -0.0053033782155694894 0.0055370239841553608 -0.009562564821620885 -0.00322108589493587 -0.0065548896097268761 0.0014565227454271152 -0.0012027770982855968 0.0071000059781238739 0.0035129586882739644 -0.013198418066277936 -0.0075496758081662159 0.00014655825791190267 0.0058620367444641198
leaf_weight=78 68 84 88 54 89 54 46 50 86 47 79 2882 55
leaf_count=78 68 84 88 54 89 54 46 50 86 47 79 2882 55
internal_value=0 6.2441e-05 -6.47892e-05 -0.00351793 0.000134405 0.00276811 0.00886793 -0.000129552 -0.00127231 -0.005355 6.00986e-05 -5.85023e-05 0.00135463
internal_weight=0 3692 3608 197 3411 311 124 3100 187 101 3011 2961 109
internal_count=3760 3692 3608 197 3411 311 124 3100 187 101 3011 2961 109
is_linear=0
shrinkage=0.0995203


Tree=1288
num_leaves=15
num_cat=0
split_feature=0 21 21 21 21 26 26 20 8 2 26 21 20 6
split_gain=0.237844 0.385614 0.181149 0.253727 0.168212 0.132145 0.900316 0.562196 1.02875 0.351957 0.308235 0.200511 0.519761 0.448902
threshold=-0.23177499999999998 0.015410000000000002 0.13922500000000004 0.13042000000000004 0.15665000000000004 0.090455000000000021 0.091275000000000023 -0.064180000000000001 -0.07106999999999998 -0.055654999999999996 0.090020000000000031 -0.014264999999999998 -0.14091999999999996 -0.011749999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 10 -7 8 -8 -9 11 13 -13 -2
right_child=2 -3 4 -5 -6 6 7 9 -10 -11 -12 12 -14 -15
leaf_value=-0.010812822579905217 0.0071171781835846068 0.0016122058017654037 0.0074413561442985736 -0.0068634067823098669 0.00012610653166878722 0.01045888964382494 -0.0014454581663502365 -0.0021463884618541447 0.01258060691956607 0.0036661112580810163 -0.0071039545979145356 -0.0089581490712951975 -0.00028624966114812196 -0.0004595660943425023
leaf_weight=52 114 47 62 54 63 90 120 638 91 123 66 71 1919 241
leaf_count=52 114 47 62 54 63 90 120 638 91 123 66 71 1919 241
internal_value=0 -0.0049058 3.76957e-05 -9.40302e-05 0.00376102 1.09879e-05 0.000936174 5.35988e-05 0.00459982 -0.00120584 -0.0003962 -0.000207061 -0.000596061 0.00197122
internal_weight=0 99 3652 3527 125 3473 1062 972 211 761 2411 2345 1990 355
internal_count=3751 99 3652 3527 125 3473 1062 972 211 761 2411 2345 1990 355
is_linear=0
shrinkage=0.0995203


Tree=1289
num_leaves=10
num_cat=0
split_feature=20 3 21 38 11 5 3 30 4
split_gain=0.15923 0.407225 0.370115 0.145002 0.196173 0.24682 0.165326 0.306403 0.224357
threshold=-0.224635 0.10850000000000003 -0.096850000000000006 -0.082614999999999994 -0.076244999999999993 -0.076589999999999991 0.15537500000000004 0.10000000000000002 0.13300500000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 7 8 -6
right_child=2 -3 3 4 6 -7 -8 -9 -10
leaf_value=0.0090733902532903841 -0.0084561987652345145 -0.0026261639757056807 0.0049459478793147564 -0.0069609560487966489 -7.8474933176198499e-05 0.0018229801666213531 0.0053543413682138365 -0.0063449129074965339 0.0054646247548916288
leaf_weight=62 53 56 56 89 3180 49 56 76 74
leaf_count=62 53 56 56 89 3180 49 56 76 74
internal_value=0 0.00351412 -0.00020042 -7.79684e-05 -0.000158036 -0.00383609 -7.89116e-06 -9.83128e-05 4.73305e-05
internal_weight=0 118 3633 3580 3524 138 3386 3330 3254
internal_count=3751 118 3633 3580 3524 138 3386 3330 3254
is_linear=0
shrinkage=0.0995203


Tree=1290
num_leaves=13
num_cat=0
split_feature=20 6 20 21 20 20 2 26 20 20 8 3
split_gain=0.134096 0.365964 0.195078 0.232911 0.175145 0.185175 0.693464 0.371917 0.253496 0.335938 0.142256 0.118954
threshold=-0.15398499999999998 0.049085000000000011 -0.14091999999999996 -0.08564999999999999 -0.097769999999999996 -0.083495 -0.084114999999999981 -0.0016799999999999999 -0.08237499999999999 -0.081564999999999985 -0.081864999999999993 0.10850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 7 -6 -7 -10 -8 -3
right_child=2 11 3 4 5 8 10 -9 9 -11 -12 -13
leaf_value=0.009239892981624153 -0.0052256918897068301 0.002452741952506042 -0.0051808625134731612 0.0050716813675407493 -0.0038710809863652987 0.00619099095652988 -0.01318566277029253 0.0063788512217236573 -0.0075658600965374679 0.00014662508471397151 -0.0053987565602787498 -0.0040994659914292192
leaf_weight=56 75 58 87 67 65 67 48 76 57 2997 46 52
leaf_count=56 75 58 87 67 65 67 48 76 57 2997 46 52
internal_value=0 0.00268989 -0.000203287 -9.57372e-05 3.32688e-05 -6.70755e-05 -0.00276128 0.0016479 0.000135526 2.41073e-06 -0.00938376 -0.000637224
internal_weight=0 166 3585 3510 3423 3356 235 141 3121 3054 94 110
internal_count=3751 166 3585 3510 3423 3356 235 141 3121 3054 94 110
is_linear=0
shrinkage=0.0995203


Tree=1291
num_leaves=16
num_cat=0
split_feature=0 5 20 8 18 18 3 20 3 17 9 17 20 7 6
split_gain=0.18339 0.175451 0.12755 0.360147 0.130874 0.784415 0.556141 0.626751 0.616284 0.942881 0.611413 0.438152 0.297025 0.216277 0.295013
threshold=-0.23177499999999998 -0.53715999999999997 -0.23803499999999997 -0.011315 0.082540000000000016 0.0057900000000000009 0.084895000000000012 -0.089994999999999992 0.091865000000000016 -0.067015000000000005 0.084235000000000018 -0.067414999999999989 -0.14820999999999998 0.078295000000000017 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 12 10 -8 9 -9 -6 -10 -4 14 -14
right_child=2 -3 4 -5 6 -7 7 8 11 -11 -12 -13 13 -15 -16
leaf_value=7.4269649283799367e-06 -0.0024555066906827862 -0.0083586132245982575 -0.0070709032556474103 0.0097255117005440039 -0.0006631237180311371 -0.0097563205300812937 0.0094667542510751112 -0.013723619791483097 0.0076233529816176586 -0.0010899650133480857 0.013507289164325474 -2.929651964571914e-05 -0.0002118699613173455 -0.0051179762885641784 0.0029246082076659296
leaf_weight=48 48 51 59 48 54 86 64 76 97 255 68 313 2060 77 347
leaf_count=48 48 51 59 48 54 86 64 76 97 255 68 313 2060 77 347
internal_value=0 -0.00429408 4.67858e-05 0.00362648 -4.96236e-05 -0.000408354 0.000966863 1.68874e-05 -0.000798191 -0.00399322 0.00722843 0.00177921 -9.18992e-05 7.35368e-05 0.000239954
internal_weight=0 99 3652 96 3556 2629 927 805 741 331 122 410 2543 2484 2407
internal_count=3751 99 3652 96 3556 2629 927 805 741 331 122 410 2543 2484 2407
is_linear=0
shrinkage=0.0995203


Tree=1292
num_leaves=15
num_cat=0
split_feature=13 12 6 0 0 26 26 6 30 0 0 20 0 26
split_gain=0.162792 0.186567 0.193387 0.529849 0.574709 0.303217 0.590452 0.400297 0.303171 0.298874 0.56502 0.453805 0.338789 0.283292
threshold=1.0000000180025095e-35 -0.035284999999999997 -0.09007999999999998 -0.225295 -0.15468499999999999 0.089150000000000021 0.091275000000000023 0.085845000000000019 0.10801000000000002 -0.14909499999999998 -0.225295 -0.000135 -0.14124499999999998 -0.09071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 -5 7 -7 -6 9 10 11 -3 -11 -14
right_child=-2 2 3 4 5 6 -8 -9 -10 12 -12 -13 13 -15
leaf_value=-0.0048476226586933405 0.004437349650054964 -0.0041678007140848539 -0.0090764922992123825 0.0087839114051712405 -0.0022966535322343391 0.0053494581719186803 -0.0002568044158537191 0.0011700890070103084 0.008679088329398725 0.0091830921717077248 -0.0087471716808516578 0.0096584730968170638 0.0075679701121618903 0.00041609280583880569
leaf_weight=76 85 48 66 71 1039 239 839 483 54 59 81 46 62 479
leaf_count=76 85 48 66 71 1039 239 839 483 54 59 81 46 62 479
internal_value=0 3.12222e-05 0.000135432 -0.000267658 -4.96866e-05 -0.000291227 0.000985383 -0.00119596 0.00146725 0.000963689 -0.00265306 0.00258954 0.00201994 0.00123723
internal_weight=0 3642 3566 2737 2671 2600 1078 1522 829 775 175 94 600 541
internal_count=3727 3642 3566 2737 2671 2600 1078 1522 829 775 175 94 600 541
is_linear=0
shrinkage=0.0995203


Tree=1293
num_leaves=9
num_cat=0
split_feature=13 11 3 3 3 4 6 0
split_gain=0.131998 0.169484 0.190739 0.253156 0.207194 0.190428 0.424317 0.264659
threshold=1.0000000180025095e-35 -0.40069499999999997 0.17152000000000003 0.15108000000000005 0.14426500000000003 0.11785500000000003 -0.242115 -0.093375
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -7
right_child=-2 2 -4 -5 -6 7 -8 -9
leaf_value=-0.0059090845440561189 0.0039957431405142681 -0.0080568668235434116 0.0057179456708060369 -0.0064519916490481883 0.0063569556147336642 -0.0011316808049139295 5.5771321960577082e-06 0.0060992621371877909
leaf_weight=47 85 66 59 59 52 88 3155 116
leaf_count=47 85 66 59 59 52 88 3155 116
internal_value=0 2.81374e-05 0.000105987 1.21167e-05 0.000122039 2.71388e-05 -0.000159373 0.00297602
internal_weight=0 3642 3595 3536 3477 3425 3221 204
internal_count=3727 3642 3595 3536 3477 3425 3221 204
is_linear=0
shrinkage=0.0995203


Tree=1294
num_leaves=18
num_cat=0
split_feature=7 0 20 20 5 5 26 1 0 5 9 2 5 1 0 2 2
split_gain=0.221391 0.201034 0.302111 0.570612 0.216521 0.321093 0.296107 0.214956 0.211354 0.252048 0.313604 0.843625 0.252739 0.795916 0.526812 0.191406 0.509685
threshold=0.020750000000000005 -0.1525 -0.048779999999999997 0.084680000000000019 -0.49053999999999998 -0.5087799999999999 -0.011984999999999999 0.41291000000000005 -0.14124499999999998 -0.27860999999999997 -1.0000000180025095e-35 -0.074304999999999996 -0.088604999999999989 -0.080954999999999985 -0.10287 -0.14531999999999998 0.0049750000000000011
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 -3 -4 -6 10 -10 -12 13 -11 -14 -2 -17
right_child=15 4 3 -5 8 -7 -8 -9 9 12 11 -13 14 -15 -16 16 -18
leaf_value=0.0019606376155378753 0.0067902460181953287 -0.005719809951038211 -0.014697102291721498 0.0018953367894761878 0.004988919545514091 0.0085123767325351127 0.0054532041397848258 -0.0053370722544832504 0.0027527667133573877 0.014086327633628931 0.0005145850349935801 -0.017260961015961317 -0.0089316281692146081 0.00065504239248746234 -0.00011121306162350676 -0.0073934801431330514 0.0059286577435065787
leaf_weight=86 88 48 50 65 80 74 46 48 46 50 62 46 69 348 2402 47 72
leaf_count=86 88 48 50 65 80 74 46 48 46 50 62 46 69 348 2402 47 72
internal_value=0 -7.87615e-05 -0.00280484 -0.00532416 0.000128507 0.00360841 -0.000243456 -0.010121 -5.96353e-05 -0.00019351 -0.00411582 -0.00704891 1.67433e-05 0.00234445 -0.000357845 0.0032701 0.000660093
internal_weight=0 3520 249 163 3271 168 94 98 3103 3023 154 108 2869 398 2471 207 119
internal_count=3727 3520 249 163 3271 168 94 98 3103 3023 154 108 2869 398 2471 207 119
is_linear=0
shrinkage=0.0995203


Tree=1295
num_leaves=15
num_cat=0
split_feature=7 18 18 4 0 0 4 4 17 8 20 17 18 20
split_gain=0.179509 0.183259 0.267237 0.310888 0.168765 0.401992 0.29372 0.940669 0.461706 0.668265 0.179812 0.283104 0.155085 0.180292
threshold=0.020750000000000005 -0.060544999999999995 0.027500000000000007 0.11670500000000002 -0.14731999999999998 -0.14124499999999998 0.095805000000000015 0.086825000000000027 0.0047200000000000011 -0.083804999999999991 -0.23803499999999997 -0.56655999999999984 0.23251500000000005 -0.079864999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -6 7 -1 9 -8 -7 -12 13 -13
right_child=1 2 -4 -5 5 10 8 -9 -10 -11 11 12 -14 -15
leaf_value=-0.0057524677454968949 0.0083372034128934812 -0.0076109252443081433 0.007084379873576868 0.0032335890005560984 0.008993571060094652 0.0048148712680520095 -0.010588138539745738 0.012281672848847337 -0.01333747785099296 0.0037471657147925027 -0.0067740222703150613 -0.0016792696682657727 0.0044884873804683558 0.00028669872385207588
leaf_weight=71 48 47 53 59 50 75 53 48 47 82 62 573 75 2384
leaf_count=71 48 47 53 59 50 75 53 48 47 82 62 573 75 2384
internal_value=0 0.00294466 0.00131158 -0.00156711 -7.08306e-05 0.000139648 -0.00232449 0.00151493 -0.00483937 -0.00187471 0 -0.000116763 1.90979e-05 -9.39848e-05
internal_weight=0 207 159 106 3520 3219 301 119 182 135 3169 3094 3032 2957
internal_count=3727 207 159 106 3520 3219 301 119 182 135 3169 3094 3032 2957
is_linear=0
shrinkage=0.0995203


Tree=1296
num_leaves=11
num_cat=0
split_feature=19 13 35 38 9 9 5 6 8 2
split_gain=0.305883 0.274156 0.208769 0.309921 0.234259 0.7258 0.329649 0.777469 0.413099 0.258596
threshold=-0.10411999999999999 0.080720000000000028 -0.080914999999999987 -0.047759999999999997 0.094085000000000016 0.093175000000000022 -0.053109999999999997 -0.080534999999999995 -0.074844999999999981 0.14685000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 9 8 -8 -6 -5
right_child=1 -3 3 4 6 -7 7 -9 -10 -11
leaf_value=0.006596816482263298 -0.0054351975449918313 -0.0063283088088285011 0.0078838958547157133 -4.9171570100083902e-05 0.0096867666963184485 -0.0097255846729616263 -0.011508250909542696 0.0010659539542884882 0.0016657148931827205 -0.0039511051218386788
leaf_weight=65 73 73 48 2390 85 84 55 425 254 181
leaf_count=65 73 73 48 2390 85 84 55 425 254 181
internal_value=0 -0.000290132 -0.000167293 -5.78735e-05 -0.00016784 -0.000621942 0.00130325 -0.000373136 0.00367931 -0.000324189
internal_weight=0 3668 3595 3522 3474 2655 819 480 339 2571
internal_count=3733 3668 3595 3522 3474 2655 819 480 339 2571
is_linear=0
shrinkage=0.0995203


Tree=1297
num_leaves=9
num_cat=0
split_feature=12 5 27 29 29 26 3 3
split_gain=0.307784 0.230276 0.182129 0.186579 0.209472 0.204363 0.211885 0.210608
threshold=0.094205000000000025 0.62720500000000012 -0.086859999999999993 -0.10206999999999999 -0.084525000000000003 0.15583500000000003 0.10057000000000002 -0.0043349999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 -6
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=-0.0049523494882378061 -0.0073463192351500787 0.0049323685795603263 0.0055879716009354166 -0.0052513562782653851 0.0049242382071714901 -0.00056693684973659769 0.007783799802071647 -0.00030985564118902196
leaf_weight=77 58 90 57 78 78 55 66 3174
leaf_count=77 58 90 57 78 78 55 66 3174
internal_value=0 -3.93284e-05 -0.000164369 -5.90405e-05 -0.000152549 -3.43975e-05 0.00398125 -0.000184063
internal_weight=0 3675 3585 3508 3451 3373 121 3252
internal_count=3733 3675 3585 3508 3451 3373 121 3252
is_linear=0
shrinkage=0.0995203


Tree=1298
num_leaves=8
num_cat=0
split_feature=12 19 21 27 20 20 5
split_gain=0.24957 0.229032 0.200927 0.246319 0.210347 0.212445 0.181414
threshold=0.094205000000000025 -0.10411999999999999 -0.13730999999999999 -0.086859999999999993 -0.23598 -0.15398499999999998 0.5124350000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.0058193251698963489 -0.0066152120924586055 0.0061233192040056885 -0.0062066740236747346 -0.0052582773663829817 0.0065073628716879293 -0.00025702915318017192 0.0031663525274852346
leaf_weight=65 58 50 67 77 49 3206 161
leaf_count=65 58 50 67 77 49 3206 161
internal_value=0 -3.53923e-05 -0.000141036 -0.000229249 -0.00011436 1.3491e-06 -9.309e-05
internal_weight=0 3675 3610 3560 3493 3416 3367
internal_count=3733 3675 3610 3560 3493 3416 3367
is_linear=0
shrinkage=0.0995203


Tree=1299
num_leaves=12
num_cat=0
split_feature=12 19 1 5 20 26 1 0 0 27 27
split_gain=0.202369 0.185713 0.173751 0.49198 0.309015 0.27584 0.275739 0.357975 0.275042 0.209563 0.193341
threshold=0.094205000000000025 -0.10411999999999999 0.27552000000000004 -0.4345 -0.048779999999999997 -0.080514999999999989 0.26753500000000008 -0.23099 -0.22163999999999998 -0.09151999999999999 0.088710000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 7 -3 -9 -10 -7
right_child=-2 2 3 -5 5 10 -8 8 9 -11 -12
leaf_value=0.0052401846897506196 -0.0059568647993735527 0.0077961127377408424 0.0072776653170056249 0.0097326417387567261 0.0050993298520801778 -0.0013112030343158461 -0.0079987209990873293 -0.0072262459933539885 -0.006917400724675146 -0.00014943552918036493 -0.0088849615789698827
leaf_weight=65 58 54 49 66 49 123 46 57 46 3074 46
leaf_count=65 58 54 49 66 49 123 46 57 46 3074 46
internal_value=0 -3.18257e-05 -0.000126978 0.00203856 0.000133588 -0.00146844 -0.000347284 -0.000238097 -0.000374913 -0.000249482 -0.00337755
internal_weight=0 3675 3610 333 267 218 3277 3231 3177 3120 169
internal_count=3733 3675 3610 333 267 218 3277 3231 3177 3120 169
is_linear=0
shrinkage=0.0995203


Tree=1300
num_leaves=17
num_cat=0
split_feature=7 2 2 21 2 2 2 2 19 19 17 17 17 18 6 17
split_gain=0.234179 0.15496 0.437095 0.324753 0.518434 0.298238 0.460307 0.377003 0.428376 0.303143 0.272169 0.563524 0.467075 0.41004 0.228629 0.221804
threshold=0.097640000000000018 -0.077945 -0.077054999999999998 -0.067244999999999985 0.10274500000000002 -0.078994999999999996 -0.079844999999999985 -0.080254999999999993 0.11219500000000003 0.10713500000000002 -0.15802999999999998 -0.11248999999999999 -0.30645999999999995 -0.082304999999999989 -0.047974999999999997 -0.44659499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 7 8 9 -1 12 -12 15 -13 -7 -5
right_child=-2 2 3 10 -6 14 -8 -9 -10 -11 11 13 -14 -15 -16 -17
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leaf_weight=1676 65 89 55 103 49 46 89 46 88 51 53 104 77 1045 57 59
leaf_count=1676 65 89 55 103 49 46 89 46 88 51 53 104 77 1045 57 59
internal_value=0 8.79882e-05 0.000811369 0.000420143 -0.00494956 -0.000487358 -0.000211245 -0.000546032 -0.000320062 -0.000665621 0.000808253 0.00141855 -0.0022577 0.000954976 -0.00570679 0.000770818
internal_weight=0 3687 1634 1545 104 2053 1950 1861 1815 1727 1441 1202 239 1149 103 162
internal_count=3752 3687 1634 1545 104 2053 1950 1861 1815 1727 1441 1202 239 1149 103 162
is_linear=0
shrinkage=0.0995203


Tree=1301
num_leaves=17
num_cat=0
split_feature=7 10 9 8 8 5 6 5 1 1 20 0 21 5 8 29
split_gain=0.189883 0.168778 0.223269 0.214258 0.213475 0.516262 0.21077 0.449867 0.858703 0.38742 0.3192 0.822119 0.441701 0.238891 0.195858 0.144881
threshold=0.097640000000000018 0.086935000000000026 -0.094329999999999997 0.097995000000000013 -0.11550499999999998 -0.43873000000000001 -0.11796999999999999 -0.13955999999999999 0.40780000000000011 0.2705800000000001 0.0074100000000000017 -0.19126499999999999 0.10143500000000001 -0.063819999999999988 -0.085089999999999985 -0.063964999999999994
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 -1 7 8 -4 10 11 -8 -12 -9 -15 -10
right_child=-2 3 6 -5 -6 -7 9 13 15 -11 12 -13 -14 14 -16 -17
leaf_value=-0.0019209444159839055 -0.0053469551721652738 0.007039584330696692 -0.01564179122943964 -0.0013589223714405418 -0.00055828491639988082 0.011713717666455976 0.010153595781645278 0.0065188404531752375 0.0017079464433800711 0.0069212753476696823 -0.010845253860145707 -0.00021031407406440738 0.00088232946225165682 0.0027828001996672413 -0.0058562588036878763 -0.0042759928853475255
leaf_weight=47 65 75 59 50 85 66 78 60 72 79 64 2695 63 54 50 90
leaf_count=47 65 75 59 50 85 66 78 60 72 79 64 2695 63 54 50 90
internal_value=0 7.91652e-05 -4.67444e-05 0.00367363 0.00320066 0.00603542 -0.000238125 -0.00242942 -0.00536079 4.47988e-05 -0.000142244 8.09109e-05 -0.00502119 0.00151579 -0.00136272 -0.00161141
internal_weight=0 3687 3562 125 198 113 3364 385 221 2979 2900 2773 127 164 104 162
internal_count=3752 3687 3562 125 198 113 3364 385 221 2979 2900 2773 127 164 104 162
is_linear=0
shrinkage=0.0995203


Tree=1302
num_leaves=24
num_cat=0
split_feature=7 18 18 18 20 20 3 9 6 6 2 20 4 1 2 1 17 20 9 6 18 6 1
split_gain=0.153968 0.148708 0.526373 0.34936 0.277257 0.596292 0.648736 0.553454 0.583277 0.647076 0.490173 0.205345 0.576133 1.07827 0.487235 0.658919 0.534543 0.367706 0.535455 0.246691 0.60823 0.505983 0.15851
threshold=0.097640000000000018 0.089020000000000016 0.087505000000000013 0.090540000000000023 -0.053499999999999999 -0.078444999999999987 0.10089500000000003 0.093335000000000015 -0.0072949999999999994 0.092405000000000029 -0.077604999999999993 -0.069854999999999987 0.086380000000000026 -0.0086750000000000004 -0.082644999999999982 0.0036400000000000009 0.0021900000000000005 -0.047309999999999998 0.095415000000000014 0.090845000000000023 -0.023444999999999997 0.08866000000000003 -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=1 2 11 -3 5 6 -5 8 -6 -10 -9 12 14 -14 16 -16 -1 18 -13 21 -21 -19 -12
right_child=-2 3 -4 4 7 -7 -8 10 9 -11 22 17 13 -15 15 -17 -18 19 -20 20 -22 -23 -24
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leaf_weight=209 65 62 47 88 67 80 70 72 182 49 47 55 71 56 165 269 83 1339 47 308 100 124 97
leaf_count=209 65 62 47 88 67 80 70 72 182 49 47 55 71 56 165 269 83 1339 47 308 100 124 97
internal_value=0 7.12646e-05 0.000407897 -0.00111587 -0.000522705 0.00228402 -0.00125603 -0.00182391 -0.00460503 -0.00222952 0.00200921 0.00023388 -0.00105591 -0.00723986 2.47325e-05 0.0021406 -0.00311728 0.000791916 0.00661136 0.000474224 0.00263825 -0.000128717 -0.00133817
internal_weight=0 3687 2873 814 752 238 158 514 298 231 216 2826 853 127 726 434 292 1973 102 1871 408 1463 144
internal_count=3752 3687 2873 814 752 238 158 514 298 231 216 2826 853 127 726 434 292 1973 102 1871 408 1463 144
is_linear=0
shrinkage=0.0995203


Tree=1303
num_leaves=20
num_cat=0
split_feature=24 18 18 26 26 18 18 26 17 18 17 18 17 21 0 25 20 20 0
split_gain=0.14758 0.121681 0.457706 0.921081 0.700098 0.368747 0.28268 0.245164 0.434236 1.35951 0.580548 1.41321 0.377747 0.331165 0.212872 0.196818 0.159216 0.392724 0.376078
threshold=-0.070599999999999996 0.089020000000000016 0.082540000000000016 0.087865000000000013 1.0000000180025095e-35 0.0057900000000000009 0.090540000000000023 -0.011984999999999999 -0.065004999999999993 0.11286500000000002 -0.0044799999999999987 0.10189500000000003 0.03851000000000001 0.09296500000000002 -0.077784999999999993 0.080510000000000012 -0.083495 -0.08237499999999999 -0.14795
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 -4 15 -3 13 9 -9 11 -10 -12 -8 -7 16 18 -18 -2
right_child=1 6 3 -5 -6 14 7 8 10 -11 12 -13 -14 -15 -16 -17 17 -19 -20
leaf_value=-0.0054378845804539484 -0.0098799978447479172 -0.0074714240336854094 0.0096392053729714867 0.017444908734254982 -0.0068639631094580267 -0.010384109215085754 0.010313946436799762 -0.0163097122648478 0.018278554309761885 0.0026635421673760428 -0.0079197112290811146 -0.0020375826156345863 -0.0001901365828800164 -0.00098199213488980321 -0.0010258728842295021 0.0066080686839638742 0.0092409328103842982 0.00031612343848771995 -0.00052649045373800063
leaf_weight=49 48 62 46 46 57 51 46 68 54 83 81 91 277 58 46 48 50 2112 379
leaf_count=49 48 62 46 46 57 51 46 68 54 83 81 91 277 58 46 48 50 2112 379
internal_value=0 5.97908e-05 0.00036425 0.00573573 0.000498437 7.12105e-05 -0.00100964 -0.000480028 -0.00119472 -0.00587529 0.000208751 0.00552278 -0.00194129 0.00400642 -0.00595462 0.000293177 0.000175782 0.000522904 -0.00157986
internal_weight=0 3703 2883 149 103 2734 820 758 654 151 503 145 358 104 97 2637 2589 2162 427
internal_count=3752 3703 2883 149 103 2734 820 758 654 151 503 145 358 104 97 2637 2589 2162 427
is_linear=0
shrinkage=0.0995203


Tree=1304
num_leaves=15
num_cat=0
split_feature=19 29 6 8 3 2 6 5 12 8 3 27 9 29
split_gain=0.1218 0.126724 0.599865 0.204901 0.462613 0.199755 0.175335 0.61918 0.603637 0.20612 0.359399 0.202635 0.492598 0.284469
threshold=-0.10411999999999999 0.088460000000000025 -0.098424999999999999 0.11446000000000002 0.11816500000000002 -0.122295 -0.25061999999999995 -0.41880499999999998 -0.0088449999999999987 -0.012329999999999999 0.11978500000000002 0.078330000000000025 -0.087554999999999994 -0.082239999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 -5 7 9 -8 10 -2 13 -13 -10
right_child=1 2 -4 4 -6 -7 8 -9 11 -11 -12 12 -14 -15
leaf_value=0.0041580878058435685 -0.0077399135508593037 0.0046339641835933592 -0.0095588550431443334 0.011930192030640649 -0.0046585306783009598 0.0029163831023703837 0.010995160923748391 -0.011810572978900929 -0.0082370624360997464 0.0056402755406615331 0.0033821384768472208 -0.0057783831124686063 0.0051754808536848967 -0.00034763081972734284
leaf_weight=64 57 52 68 49 46 49 48 58 46 48 58 53 174 2884
leaf_count=64 57 52 68 49 46 49 48 58 46 48 58 53 174 2884
internal_value=0 -0.000220527 -0.00340181 -0.000113363 0.00356382 0.00743164 -0.00026816 -0.00297951 -8.09438e-05 0.000157805 -0.00212341 -0.000249608 0.00261436 -0.000471772
internal_weight=0 3690 120 3570 144 98 3426 221 3205 163 115 3157 227 2930
internal_count=3754 3690 120 3570 144 98 3426 221 3205 163 115 3157 227 2930
is_linear=0
shrinkage=0.0995203


Tree=1305
num_leaves=22
num_cat=0
split_feature=17 17 1 1 8 8 8 1 3 1 17 21 6 6 6 6 19 4 3 5 20
split_gain=0.120281 0.631645 0.467743 0.58038 0.710994 0.597229 0.54319 0.538503 0.532671 0.450086 0.421424 0.383389 0.379805 0.335927 0.935035 0.531931 0.37777 0.512437 0.50506 0.305154 0.290883
threshold=-0.062765000000000001 -0.049834999999999997 -0.091829999999999995 -0.081594999999999987 -0.085289999999999991 -0.082244999999999999 -0.091914999999999983 -0.080954999999999985 0.084855000000000028 -0.079434999999999992 -0.0062099999999999994 -0.085204999999999989 0.089165000000000022 -0.097850000000000006 -0.092919999999999989 -0.088954999999999992 0.07882500000000002 0.078295000000000017 0.14530500000000005 -0.0033300000000000001 0.096815000000000026
decision_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 -2 6 4 8 -6 -3 -5 -4 -9 -11 -1 -7 20 -15 -16 18 -18 -17 -8 -13
right_child=1 2 3 7 5 12 19 9 -10 10 -12 13 -14 14 15 16 17 -19 -20 -21 -22
leaf_value=0.0095252466723098426 -0.011015175166936304 -0.0021447375856831065 0.0048721509739678044 0.010559050474052282 -0.018360078733554955 0.0012666238025746026 0.015021079696569283 -0.0076892670394770697 -0.0076302086018051997 0.0036127620264893691 -0.00069760281712023917 0.0090038017154542554 -0.01094034392678583 -0.012220484330488546 0.0094643016461918566 2.9248477730019069e-05 -0.012789569083935056 0.00091766595649457475 0.010590671295237978 0.0045010472964965194 -0.00079044367787328089
leaf_weight=46 56 75 90 46 51 48 46 79 54 268 1389 77 53 61 61 982 52 56 47 68 49
leaf_count=46 56 75 90 46 51 48 46 79 54 268 1389 77 53 61 61 982 52 56 47 68 49
internal_value=0 -0.000573436 -0.000315141 -0.000746597 -0.00482751 -0.00957503 0.00442427 -6.82755e-05 0.00017808 -0.000350347 0 0.000586337 -0.00513091 0.000288858 -0.000200839 0.000410497 -7.45197e-05 -0.00567454 0.000512442 0.00875316 0.00518843
internal_weight=0 2323 2267 2078 296 152 189 1782 144 1736 1657 1431 101 1385 1259 1198 1137 108 1029 114 126
internal_count=3754 2323 2267 2078 296 152 189 1782 144 1736 1657 1431 101 1385 1259 1198 1137 108 1029 114 126
is_linear=0
shrinkage=0.0995203


Tree=1306
num_leaves=8
num_cat=0
split_feature=26 8 8 12 11 4 30
split_gain=0.117577 0.1351 0.151688 0.185826 0.16529 0.319413 0.311393
threshold=-0.396395 0.20353000000000004 0.11446000000000002 0.094205000000000025 -0.122405 0.13954000000000003 0.10691500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.0041445461716033303 0.0043789930476015532 -0.0053293411892810574 0.0048417890656798817 -0.0064885092745167669 -0.00018701028077930772 -0.0063239402309371324 0.0080574030464453592
leaf_weight=63 79 50 60 46 3327 83 46
leaf_count=63 79 50 60 46 3327 83 46
internal_value=0 -0.000190984 -0.000120196 -0.000203563 -0.000121547 -0.000224661 -7.43325e-05
internal_weight=0 3691 3641 3581 3535 3456 3373
internal_count=3754 3691 3641 3581 3535 3456 3373
is_linear=0
shrinkage=0.0995203


Tree=1307
num_leaves=12
num_cat=0
split_feature=19 19 0 9 19 19 19 17 17 12 1
split_gain=0.103431 0.527363 0.488634 0.685953 0.600987 0.231403 0.239731 0.228669 0.432739 0.18729 0.115327
threshold=0.11174500000000002 0.10583000000000002 -0.085245000000000001 0.088610000000000008 0.12672000000000003 0.098950000000000024 0.092200000000000018 0.51544000000000012 0.41435500000000008 0.097490000000000021 -0.0098449999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -4 6 7 8 9 -1 -6
right_child=2 -3 4 -5 10 -7 -8 -9 -10 -11 -12
leaf_value=-0.00018388238029472774 0.010696079131903135 0.0086530007362141288 -0.014705368658578542 -0.0048775326209159545 -0.0045790782718170397 -0.0069961643032528309 0.0070980887862940982 0.0059006323866695343 -0.0081646835961280053 0.0056740584253793585 0.0018910484048671808
leaf_weight=3138 57 69 49 55 56 48 46 61 67 55 53
leaf_count=3138 57 69 49 55 56 48 46 61 67 55 53
internal_value=0 3.8952e-05 -0.00198279 0.00304102 -0.00554915 -0.000134855 -3.67969e-05 -0.000135871 -0.000249075 -8.27218e-05 -0.00142554
internal_weight=0 3484 270 112 158 3415 3367 3321 3260 3193 109
internal_count=3754 3484 270 112 158 3415 3367 3321 3260 3193 109
is_linear=0
shrinkage=0.0995203


Tree=1308
num_leaves=18
num_cat=0
split_feature=28 9 4 8 9 9 21 0 3 3 9 17 21 9 9 9 9
split_gain=0.217132 0.156649 0.198733 0.626886 0.791748 0.436923 0.343601 0.196833 0.630181 1.08507 0.25758 0.476853 0.23907 0.611383 0.201627 0.968341 0.533087
threshold=0.088260000000000019 -0.079864999999999992 0.11061500000000002 -0.092299999999999993 -0.46256000000000003 -0.11273 0.085700000000000012 -0.20796499999999998 0.10749000000000002 0.090995000000000006 -0.0060949999999999997 -0.081244999999999998 -0.085574999999999998 0.086315000000000017 0.085765000000000022 0.086070000000000021 0.085335000000000022
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 -4 -1 -7 8 9 -3 11 -9 13 -12 16 -16 -14
right_child=-2 7 3 -5 -6 6 -8 10 -10 -11 12 -13 14 -15 15 -17 -18
leaf_value=-0.0020885322699902729 -0.0054826881668015165 0.0069217352357038835 -0.0024817945352583969 -0.0058740894497246628 0.015431218631473346 0.015385278646607844 0.0033212686815801882 0.0030129298856625673 0.012648593778990563 -0.012174843018909105 0.012287084890803839 -0.0084028694211691311 -0.00015911651275017015 -0.0011966088640230073 0.014244218316554943 0.00048055023282605282 -0.0083078542927009606
leaf_weight=49 58 79 52 82 46 48 46 61 54 47 58 89 827 78 52 1928 88
leaf_count=49 58 79 52 82 46 48 46 61 54 47 58 89 827 78 52 1928 88
internal_value=0 0.000652941 0.00274682 0.000541503 0.005918 0.00551702 0.00949033 0.000451471 0.00365347 -0.000195096 0.000270025 -0.00375499 0.000469488 0.00454777 0.000277617 0.000842434 -0.000943715
internal_weight=0 3684 323 180 98 143 94 3361 180 126 3181 150 3031 136 2895 1980 915
internal_count=3742 3684 323 180 98 143 94 3361 180 126 3181 150 3031 136 2895 1980 915
is_linear=0
shrinkage=0.0995203


Tree=1309
num_leaves=16
num_cat=0
split_feature=28 27 29 9 21 3 3 3 18 3 4 2 9 8 18
split_gain=0.176073 0.136608 0.256128 0.209207 0.415506 0.643427 2.64616 0.894877 0.311048 0.327252 0.188387 0.871306 0.305818 0.169128 0.228986
threshold=0.088260000000000019 -0.089394999999999988 0.0035350000000000004 0.079525000000000026 0.086410000000000028 0.11523000000000001 0.10726500000000001 0.12992500000000004 -0.018629999999999997 0.10583000000000002 0.076855000000000021 -0.13535499999999998 0.096225000000000019 0.10068500000000002 0.23251500000000005
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 -3 -7 -6 -10 13 12 -12 14 -5
right_child=-2 2 -4 10 8 7 -8 -9 9 -11 11 -13 -14 -15 -16
leaf_value=0.0051113176111404974 -0.0049370500548932108 0.0026035660770411585 -0.0048586238472719976 0.00052239416880710862 0.0063665974246161433 -0.012679141276150264 0.027343306786126755 0.003682171709621753 0.0020486909377911136 -0.0054354116276527026 -0.0018168602912072645 -0.010886487867551531 0.0055861736891274034 -0.0038356882640895834 0.0067522109096840033
leaf_weight=65 58 299 86 2285 48 49 50 102 97 143 143 82 90 85 60
leaf_count=65 58 299 86 2285 48 49 50 102 97 143 143 82 90 85 60
internal_value=0 0.00058796 0.000506491 0.00063732 0.00206679 0.00380151 0.00615029 -0.00162171 -0.000942037 -0.00240718 0.000226668 -0.00206269 0.00103917 0.000523774 0.000682142
internal_weight=0 3684 3619 3533 788 500 349 151 288 240 2745 315 233 2430 2345
internal_count=3742 3684 3619 3533 788 500 349 151 288 240 2745 315 233 2430 2345
is_linear=0
shrinkage=0.0995203


Tree=1310
num_leaves=11
num_cat=0
split_feature=6 4 8 1 8 10 3 5 26 19
split_gain=0.146582 0.195281 0.263804 0.600179 0.184268 0.187912 0.180416 0.17081 0.240643 0.249741
threshold=-0.48214499999999999 0.14903500000000006 0.10649000000000002 0.11120500000000003 0.093085000000000015 0.085960000000000023 0.097595000000000029 -0.54885499999999998 -0.15866 -0.09028499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 7 -6 -4 -2 -9 -10
right_child=1 -3 3 -5 5 -7 -8 8 9 -11
leaf_value=0.0043982903177598835 -0.0054397060508143214 0.0060332850054898215 -0.0044380057355579957 -0.013266710425784202 0.0093464601175556224 0.00033182784929730721 0.0030853202216264515 0.0058469324488619277 -0.0067633404694803934 0.00039600898813785154
leaf_weight=91 50 59 54 46 46 46 76 79 49 3146
leaf_count=91 50 59 54 46 46 46 76 79 49 3146
internal_value=0 0.000353577 0.000260058 -0.0034968 0.000453859 0.00484804 -3.3457e-05 0.000331993 0.000420387 0.000285954
internal_weight=0 3651 3592 176 3416 92 130 3324 3274 3195
internal_count=3742 3651 3592 176 3416 92 130 3324 3274 3195
is_linear=0
shrinkage=0.0995203


Tree=1311
num_leaves=14
num_cat=0
split_feature=9 0 3 0 29 0 19 18 0 18 5 0 27
split_gain=0.132517 0.368 0.379903 0.571647 0.32869 0.209826 0.199689 0.23106 0.450321 0.337319 0.736247 0.424678 0.332729
threshold=-0.091064999999999993 1.0000000180025095e-35 0.098000000000000018 -0.12236 0.0035350000000000004 0.16362500000000005 -0.081619999999999984 0.088735000000000022 0.042275000000000014 0.082540000000000016 -0.092239999999999989 -0.229625 0.07692000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -2 9 12 11 -11 -8 -9
right_child=4 -3 3 -5 -6 -7 7 8 -10 10 -12 -13 -14
leaf_value=-0.001089712850989708 -0.0053041820507668336 -0.0051821568736500536 0.0014034516432617824 0.01528132424821332 -0.0069875103094472202 0.0070589190177683349 0.0070467235304171993 -0.0010963333383346673 -0.01023034978703655 -0.0014155960893809535 0.013741019183905046 0.00032469721070240793 0.0066325104339405956
leaf_weight=71 62 47 61 57 61 46 97 683 50 66 61 2320 60
leaf_count=71 62 47 61 57 61 46 97 683 50 66 61 2320 60
internal_value=0 0.00269024 0.00465226 0.00811411 0.00025329 0.000381739 0.000291133 0.000395337 -0.00108747 0.00085787 0.00585791 0.000594807 -0.000471098
internal_weight=0 236 189 118 3506 3445 3399 3337 793 2544 127 2417 743
internal_count=3742 236 189 118 3506 3445 3399 3337 793 2544 127 2417 743
is_linear=0
shrinkage=0.0995203


Tree=1312
num_leaves=26
num_cat=0
split_feature=20 18 0 1 0 1 2 20 2 18 5 5 5 5 2 17 0 9 18 0 8 19 3 26 5
split_gain=0.186773 0.514362 0.926893 0.411962 0.416066 1.25614 0.311623 0.788282 0.426231 0.211536 0.711749 0.20835 0.631396 0.485991 1.44189 0.486431 0.639335 0.525572 0.473477 1.16677 0.559801 0.46736 0.341183 0.883198 0.575873
threshold=-0.078835000000000002 0.19545000000000004 -0.053679999999999999 -0.041095 -0.13417999999999999 0.00095500000000000023 -0.082644999999999982 -0.083970000000000003 -0.081734999999999988 0.15891500000000006 -0.026719999999999997 -0.019465 -0.013944999999999999 -0.041054999999999994 -0.06674999999999999 0.32384000000000007 -0.23099 0.090400000000000022 -0.0051099999999999991 -0.083885000000000001 -0.068549999999999986 0.090990000000000029 0.084895000000000012 0.087960000000000024 -0.0071849999999999995
decision_type=2 2 2 2 2 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 -6 -8 11 -11 13 -13 15 -15 16 -2 -17 22 -20 -21 -18 23 -14 -24
right_child=9 -3 -4 4 6 -7 8 -9 -10 10 -12 12 18 14 -16 17 21 -19 19 20 -22 -23 24 -25 -26
leaf_value=0.0076160538535593033 -0.010833587872426392 0.0078815200998810248 -0.012110597739024334 -0.019193088344811968 -0.00014561621749942201 0.0017635274144800588 0.0093925436343415061 -0.013223383466582325 -0.00017215912084825433 0.0037657216859179267 -0.01337867213518491 0.0099998302706344449 -0.00031970294745880162 -0.014435903191965362 0.0057567530287047078 -0.00061843940504904588 0.00061350198440647151 0.012279452229421306 0.017888861384388392 0.0073073699730990113 -0.0040721916830730809 -0.006691788557638541 0.0073484630775151683 -0.016005882580723121 -0.00032342602211203803
leaf_weight=51 57 54 83 49 215 67 58 58 225 50 46 76 157 84 60 61 997 64 52 76 98 95 111 46 762
leaf_count=51 57 54 83 49 215 67 58 58 225 50 46 76 157 84 60 61 997 64 52 76 98 95 111 46 762
internal_value=0 -0.00151825 -0.00214903 -0.00100431 -0.00165976 -0.00708178 -0.00052707 -0.00292704 0.00178521 0.000152097 -0.00444078 0.000310085 0.00118174 -0.000536406 -0.00601661 8.23781e-05 -0.000558376 0.00597873 0.000666386 0.00480755 0.000893487 -2.12821e-05 -0.000202653 -0.00387824 0.0006511
internal_weight=0 860 806 723 672 116 556 273 283 2892 96 2796 1378 1418 144 1274 1149 125 1302 226 174 1092 1076 203 873
internal_count=3752 860 806 723 672 116 556 273 283 2892 96 2796 1378 1418 144 1274 1149 125 1302 226 174 1092 1076 203 873
is_linear=0
shrinkage=0.0995203


Tree=1313
num_leaves=25
num_cat=0
split_feature=20 18 0 1 1 0 0 9 18 6 9 18 5 6 5 5 5 5 9 20 20 18 0 6
split_gain=0.151439 0.41711 0.751552 0.368153 0.533857 1.04494 0.596973 1.13265 0.551772 0.440301 0.280571 0.171456 0.577197 0.249537 0.203737 0.517333 0.455482 0.796432 0.665824 0.534055 0.851034 0.383585 0.830368 0.379847
threshold=-0.078835000000000002 0.19545000000000004 -0.053679999999999999 -0.018369999999999997 -0.0064949999999999999 -0.085754999999999984 -0.090789999999999996 0.088510000000000019 -0.082654999999999992 -0.10287 0.089175000000000018 0.15891500000000006 -0.026719999999999997 0.12638500000000005 -0.019465 -0.013944999999999999 -0.053109999999999997 -0.040404999999999996 0.088825000000000029 -0.072834999999999997 -0.049534999999999996 -0.0051099999999999991 -0.083885000000000001 -0.0048649999999999995
decision_type=2 2 2 2 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 -5 9 -8 -7 -6 -1 13 -13 14 16 -16 19 -18 -19 -2 -21 23 -23 -17
right_child=11 -3 -4 4 6 8 7 -9 -10 -11 -12 12 -14 -15 15 21 17 18 -20 20 -22 22 -24 -25
leaf_value=0.0081888345322156993 0.0078118725046390268 0.0070971496323839808 -0.010905348187494026 -0.015364261141009699 0.0053113198116179232 0.0051188974975645684 0.012622155129628996 -0.0043110606437730759 -0.0071603592457046249 -0.0053761579353026785 -0.0013474962062031391 0.0033909564245319917 -0.01204722417584563 0.0071091906292089684 0.0090046454032153434 0.0026603956764925198 -0.013449036782149145 -0.0068774196232358432 0.0071030519563681444 -0.010020778411684252 0.00028296958333621537 0.015497613064452695 0.00082777307556960826 -0.0014538085203158594
leaf_weight=70 82 54 83 75 49 74 87 71 71 172 54 50 46 52 76 318 72 74 62 86 1032 51 153 738
leaf_count=70 82 54 83 75 49 74 87 71 71 172 54 50 46 52 76 318 72 74 62 86 1032 51 153 738
internal_value=0 -0.00136716 -0.00193526 -0.000904364 -0.00192706 -0.00582685 0.00033451 0.00500775 -0.000888059 -0.00300283 0.00402932 0.000136904 -0.00399798 0.000279167 0.000149437 0.00103003 -0.000685541 -0.00498496 -0.00049795 5.90093e-05 -0.000508895 0.000548367 0.00449925 -0.000214097
internal_weight=0 860 806 723 599 220 379 158 145 221 124 2892 96 2796 2744 1336 1408 208 136 1200 1118 1260 204 1056
internal_count=3752 860 806 723 599 220 379 158 145 221 124 2892 96 2796 2744 1336 1408 208 136 1200 1118 1260 204 1056
is_linear=0
shrinkage=0.0995203


Tree=1314
num_leaves=11
num_cat=0
split_feature=0 2 1 18 0 0 27 0 0 0
split_gain=0.132576 0.636869 0.516243 0.403992 0.30844 0.328504 0.172232 0.162092 0.195232 0.225112
threshold=0.099665000000000017 -0.019910000000000001 -0.50597999999999999 -0.046804999999999992 0.048265000000000009 0.032270000000000014 -0.032854999999999995 -0.0083449999999999983 -0.032274999999999991 -0.044789999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 -1 8 9 -8
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11
leaf_value=0.0044147712448074552 0.0088253937020469717 -0.01241485349950772 -0.010190026125316672 0.0021929827580276498 0.0065440697112448126 -0.0085298311066649025 -0.00028963870162801962 0.0044309760304872747 -0.0063285111108033797 0.0061900412020141245
leaf_weight=83 50 50 48 57 69 46 3169 74 52 54
leaf_count=83 50 50 48 57 69 46 3169 74 52 54
internal_value=0 -0.00264769 0.000497732 -0.00346003 -4.44209e-05 -0.000175365 -6.31496e-05 -0.000174373 -0.000278683 -0.00018082
internal_weight=0 205 155 105 3547 3478 3432 3349 3275 3223
internal_count=3752 205 155 105 3547 3478 3432 3349 3275 3223
is_linear=0
shrinkage=0.0995203


Tree=1315
num_leaves=18
num_cat=0
split_feature=9 9 9 18 6 18 9 17 2 11 11 26 26 0 29 26 0
split_gain=0.129494 0.482051 0.263155 0.240933 0.884316 0.703457 0.426322 0.197872 0.190733 0.160751 0.435842 0.246439 0.451161 1.24251 0.397886 0.307101 0.276927
threshold=0.097680000000000031 0.098720000000000016 0.096535000000000024 -0.080814999999999984 -0.040424999999999996 -0.034774999999999993 0.10341500000000002 -1.0000000180025095e-35 -0.065379999999999994 -0.11166 -0.084384999999999988 0.084645000000000012 0.0054200000000000012 -0.082404999999999992 0.0035350000000000004 0.085005000000000011 -0.07664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 -3 -5 -7 -8 -9 -1 -11 12 14 -14 -12 -13 -17
right_child=1 3 -4 5 -6 6 7 8 -10 10 11 15 13 -15 -16 16 -18
leaf_value=0.003941107854988116 0.010333552685509702 -0.0023566158680221761 -0.0060573365738310798 -0.011121516040027144 0.014917906776260707 -0.0065118201509757933 0.0062813157570669022 0.0042056546457399993 -0.0019455493200698033 -0.0094299697620722038 0.00040285395869644948 -0.007105126932555164 0.0012446792518086673 0.018532938429687052 -0.0066715501155455411 -0.00010166128606226696 -0.0034887676335632676
leaf_weight=87 52 78 80 57 47 65 90 87 117 52 932 79 234 50 86 1264 295
leaf_count=87 52 78 80 57 47 65 90 87 117 52 932 79 234 50 86 1264 295
internal_value=0 0.00118084 -0.000421738 0.000299584 0.00413206 -0.000850034 0.000778535 0.00239313 0.000673746 -0.000275045 -0.000397915 -0.000237885 0.000783739 0.00429127 -0.000193983 -0.00105045 -0.000743108
internal_weight=0 593 3159 541 125 416 359 294 204 3079 2992 2940 1302 284 1018 1638 1559
internal_count=3752 593 3159 541 125 416 359 294 204 3079 2992 2940 1302 284 1018 1638 1559
is_linear=0
shrinkage=0.0995203


Tree=1316
num_leaves=15
num_cat=0
split_feature=0 12 0 2 4 5 4 5 4 5 4 4 1 2
split_gain=0.144361 0.137035 0.14731 0.441498 0.441198 1.04478 0.778327 0.596286 0.78557 0.556477 0.194203 0.36783 0.319925 0.265466
threshold=-0.26289499999999993 0.097490000000000021 -0.11524 0.41061500000000012 0.10477500000000002 -0.0050400000000000002 0.11230000000000002 -0.034484999999999995 0.077430000000000013 -0.497305 0.13881500000000005 0.11860000000000002 0.26846000000000009 -0.011474999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 10 5 7 -6 8 -2 -8 11 12 -4 -13
right_child=1 -3 3 -5 6 -7 9 -9 -10 -11 -12 13 -14 -15
leaf_value=0.0054837128440978255 0.0059808854884945469 0.0049094229508399312 -0.00020127290809650005 -0.0093249614548032538 0.015331115840179956 -0.013606809123135161 -0.0071491661430153498 0.010518376487461621 -0.0056932584587649892 0.0059692686713438787 -0.0053178191871724491 0.0013477463771863765 -0.0077989819832242156 0.010802499242842519
leaf_weight=47 100 54 2799 54 54 53 50 59 133 89 73 72 56 50
leaf_count=47 100 54 2799 54 54 53 50 59 133 89 73 72 56 50
internal_value=0 -6.67664e-05 -0.000140773 -0.000404482 0.00137917 -0.000750356 0.00519009 0.00158038 -0.000679383 0.00124452 -0.000246277 -0.000121641 -0.000350587 0.00522936
internal_weight=0 3696 3642 3104 538 345 193 292 233 139 3050 2977 2855 122
internal_count=3743 3696 3642 3104 538 345 193 292 233 139 3050 2977 2855 122
is_linear=0
shrinkage=0.0995203


Tree=1317
num_leaves=18
num_cat=0
split_feature=20 0 0 20 8 21 18 17 20 26 20 21 38 9 0 27 0
split_gain=0.179471 0.648838 0.482754 0.456938 0.323794 0.824489 0.622369 0.495446 0.425608 0.32709 0.87419 0.32191 0.234416 0.324083 0.268681 0.754478 0.400377
threshold=-0.010459999999999999 -0.23058999999999999 -0.16423499999999999 -0.014955 0.041960000000000011 0.10384500000000002 -0.0097449999999999985 -0.54604999999999992 -0.055879999999999992 0.11790500000000002 -0.069434999999999983 -0.035574999999999996 -0.05851 -0.25326499999999996 -0.14028499999999997 0.078745000000000023 -0.10942499999999999
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 7 6 -6 -1 9 10 -9 -10 -4 -14 15 -15 -16
right_child=1 2 12 -5 5 -7 -8 8 11 -11 -12 -13 13 14 16 -17 -18
leaf_value=-0.0093679772161968707 0.0091921105263281563 -0.0095516621951606314 0.0048175215087624818 0.009314157180041879 0.0028247505440898001 -0.0055134811990471865 0.018164452340607332 0.00080985648858386506 -0.01044476499703186 -0.005668749804309244 0.01363557662204652 -0.00066907270601872064 -0.0080448523911475101 0.010142617724124182 -0.0093096758653258005 -0.0051124745056896435 -0.00061668804311236297
leaf_weight=54 66 61 77 61 58 52 48 880 58 66 56 79 59 77 54 55 1882
leaf_count=54 66 61 77 61 58 52 48 880 58 66 56 79 59 77 54 55 1882
internal_value=0 -0.000533686 -0.000817448 0.000888087 0.000507029 0.00474069 0.00977876 -5.29879e-05 0.000387917 0.00109993 0.00157808 -0.00481366 -0.00057534 -0.000770953 -0.000563033 0.00378013 -0.000859581
internal_weight=0 2331 2265 1412 1351 158 106 1193 1139 1002 936 137 2204 2127 2068 132 1936
internal_count=3743 2331 2265 1412 1351 158 106 1193 1139 1002 936 137 2204 2127 2068 132 1936
is_linear=0
shrinkage=0.0995203


Tree=1318
num_leaves=21
num_cat=0
split_feature=20 0 20 26 2 20 0 3 3 21 21 0 0 21 20 8 26 6 8 4
split_gain=0.145522 0.526135 0.397492 0.796052 0.617769 0.505337 0.391432 0.383282 0.708952 0.58939 0.393468 1.04873 0.77504 0.349568 0.42396 0.215676 0.230531 0.244087 0.41157 0.380153
threshold=-0.010459999999999999 -0.23058999999999999 -0.049534999999999996 0.083885000000000029 -0.0088099999999999984 -0.058504999999999995 -0.16423499999999999 0.088055000000000022 0.08888500000000002 0.09185500000000002 0.090995000000000006 -0.10806499999999999 -0.096019999999999994 0.086925000000000016 -0.085594999999999991 0.18287500000000004 -0.13924499999999998 0.085845000000000019 -0.085289999999999991 0.086545000000000025
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 -4 7 -3 9 -9 13 12 -12 -10 14 -1 16 -8 19 -19 -18
right_child=1 6 3 -5 -6 -7 15 8 10 -11 11 -13 -14 -15 -16 -17 17 18 -20 -21
leaf_value=0.002913272933479082 0.0082773094920332649 -0.0086010789811775696 0.019640798323584993 -0.001960249811931282 0.003784245330926929 -0.0097456407542277964 0.0053379455157132969 0.013104001516676605 -0.0026294221163319352 0.007121988819322184 0.007889587594147365 -0.003527349519052831 0.0067415910391330968 -0.011310303082152419 -0.0068238101759003598 -0.0067907417034871135 -0.0034761990396182606 0.0033750502020381424 -0.0008220699558070929 0.00039558033131045913
leaf_weight=80 66 61 46 84 52 49 68 50 138 51 102 364 238 59 99 53 536 337 738 472
leaf_count=80 66 61 46 84 52 49 68 50 138 51 102 364 238 59 99 53 536 337 738 472
internal_value=0 -0.000480608 0.000799646 0.00514064 0.0112355 0.000156654 -0.000736168 0.000568196 0.00158926 -0.0025805 0.000904516 -0.00102661 0.00330005 -0.00466304 -0.00246747 -0.000518119 -0.000363183 -0.000549691 0.000492917 -0.00166241
internal_weight=0 2331 1412 182 98 1230 2265 1181 892 289 842 466 376 238 179 2204 2151 2083 1075 1008
internal_count=3743 2331 1412 182 98 1230 2265 1181 892 289 842 466 376 238 179 2204 2151 2083 1075 1008
is_linear=0
shrinkage=0.0995203


Tree=1319
num_leaves=30
num_cat=0
split_feature=3 8 17 17 9 9 35 9 0 2 17 8 3 20 20 0 20 3 1 3 2 3 21 3 9 1 26 26 3
split_gain=0.130921 0.533838 0.508607 0.873269 1.20075 0.67073 0.614036 0.758716 0.478132 0.582909 0.664126 0.39297 0.27658 0.247744 0.498645 0.515531 0.470362 0.81699 0.45624 0.351427 0.355599 0.326926 0.452371 0.618667 0.569928 0.223672 0.175704 0.86815 0.640903
threshold=0.087925000000000017 0.053925000000000008 -0.00067499999999999993 0.11639500000000001 0.084115000000000009 0.088135000000000033 -0.070059999999999997 0.083540000000000017 -0.096359999999999987 -0.081604999999999997 -0.011809999999999999 -0.086589999999999986 0.084550000000000028 -0.010459999999999999 -0.0064400000000000004 -0.22163999999999998 -0.022974999999999999 0.088685000000000028 0.11120500000000003 0.11553000000000002 0.0066850000000000008 0.089810000000000015 0.095090000000000022 0.091225000000000014 0.09296500000000002 -0.029404999999999997 0.092385000000000023 0.090275000000000022 0.092300000000000021
decision_type=2 2 2 2 2 2 2 2 2 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 -5 8 -4 -8 25 10 -10 -9 -11 16 -15 -16 17 -2 26 -20 -21 -19 23 -23 -24 -1 27 -17 -28
right_child=13 -3 3 4 -6 -7 7 11 9 12 -12 -13 -14 14 15 18 -18 21 19 20 -22 22 24 -25 -26 -27 28 -29 -30
leaf_value=-0.0038705126567859472 0.013622612731267192 0.0079096649829144012 -0.005225556480055204 -0.016685112257881336 0.0042194306729199374 -0.013849216447274966 0.017937815560000164 -0.0012762321050440032 -0.00036261949638530054 0.0001493597905993253 -0.0086345530798431335 0.0087088188545061344 0.0084408890060499245 -0.0099127534015488877 0.0097434046207500614 -3.6259178230600295e-05 0.010786223045638284 -0.0063651349239896736 -0.011849920481679495 0.0015505926541029707 -0.0076964070040458103 0.012419180086713444 -0.0052865415179781756 0.0016826267495701024 0.00193295924061647 -0.013612869853916207 -0.0069959731911795773 0.010574660047488135 0.0010257444388311874
leaf_weight=48 49 65 48 52 57 51 50 76 323 83 137 80 77 53 51 537 52 65 51 96 72 61 200 416 236 46 132 89 390
leaf_count=48 49 65 48 52 57 51 50 76 323 83 137 80 77 53 51 537 52 65 51 96 72 61 200 416 236 46 132 89 390
internal_value=0 -0.000858369 -0.00136435 0.00170204 -0.00574587 -0.00282044 0.00490141 0.00726507 -0.00203153 -0.00102725 -0.002828 0.00383906 0.00414478 0.000404723 -0.000434975 -8.01501e-05 0.00155024 0.0010818 -0.000447246 -0.00461019 -0.00240754 0.000452637 0.000938918 0.00305736 -0.00137686 -0.00864676 0.000346191 0.00147101 -0.00100117
internal_weight=0 1193 1128 363 109 765 254 206 714 620 460 156 160 2550 1471 1418 1079 1027 1367 219 168 978 913 477 436 94 1148 626 522
internal_count=3743 1193 1128 363 109 765 254 206 714 620 460 156 160 2550 1471 1418 1079 1027 1367 219 168 978 913 477 436 94 1148 626 522
is_linear=0
shrinkage=0.0995203


Tree=1320
num_leaves=11
num_cat=0
split_feature=17 4 6 6 30 6 20 18 20 7
split_gain=0.329029 0.238433 0.195848 0.230341 0.370813 0.157091 0.204729 0.198534 0.681015 0.18495
threshold=-0.5696199999999999 0.14831500000000003 -0.48214499999999999 -0.40707999999999994 0.085615000000000011 0.13734500000000002 -0.240845 -0.17307499999999998 -0.081030000000000005 0.083320000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 8 -5 -9
right_child=1 -3 3 5 -6 6 -8 9 -10 -11
leaf_value=0.0073808715948100855 0.0050555940969512223 0.0055862594807178367 -0.0088584520692600015 0.012972677897517907 0.0020971650930502743 -0.00011452384459251944 -0.0082296502917947444 2.5757585805109219e-05 8.5047265697434758e-05 -0.0057468150931537162
leaf_weight=62 73 76 74 52 52 76 52 2982 186 56
leaf_count=62 73 76 74 52 52 76 52 2982 186 56
internal_value=0 6.97744e-05 -4.63607e-05 -0.0001521 -0.00433059 2.32703e-06 -0.00341769 0.000136204 0.00290427 -8.03799e-05
internal_weight=0 3679 3603 3530 126 3404 128 3276 238 3038
internal_count=3741 3679 3603 3530 126 3404 128 3276 238 3038
is_linear=0
shrinkage=0.0995203


Tree=1321
num_leaves=13
num_cat=0
split_feature=1 8 2 4 0 3 4 8 1 9 26 18
split_gain=0.286417 0.214968 0.238691 0.485193 0.302378 0.191842 0.183025 0.163969 0.386799 0.224616 0.228144 0.190132
threshold=-0.55579999999999996 -0.42187000000000002 0.14685000000000001 0.14123000000000005 -0.1021 0.11165000000000001 0.13271500000000006 0.10649000000000002 0.11120500000000003 0.14523000000000005 -0.092795000000000002 -0.083775000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 7 -4 -2 -7 9 11 10 -3 -9
right_child=1 2 4 -5 -6 6 -8 8 -10 -11 -12 -13
leaf_value=0.0075793720418769204 -0.0014924714321342116 0.0035455171246029701 0.00060126019546294796 0.010091409115120051 -0.010793816247408309 0.0018083024852487415 0.010354398826798207 0.0048991660650091612 -0.010778414862026246 -0.0066858050957756951 -3.7261629750274255e-05 -0.0030939694512688775
leaf_weight=51 46 187 46 47 46 48 52 46 47 48 2995 82
leaf_count=51 46 187 46 47 46 48 52 46 47 48 2995 82
internal_value=0 6.95823e-05 -8.4367e-05 4.87323e-05 -0.00508738 0.00381215 0.00626046 -8.96488e-05 -0.00305674 7.08536e-05 0.000173034 -0.00021504
internal_weight=0 3690 3544 3452 92 146 100 3405 175 3230 3182 128
internal_count=3741 3690 3544 3452 92 146 100 3405 175 3230 3182 128
is_linear=0
shrinkage=0.0995203


Tree=1322
num_leaves=13
num_cat=0
split_feature=17 27 27 8 2 4 9 3 4 4 8 20
split_gain=0.257615 0.200932 0.200835 0.155365 0.441472 0.380303 0.351254 0.407194 0.29156 0.288393 0.260727 0.224423
threshold=-0.5696199999999999 0.11510000000000002 0.10673000000000003 -0.098504999999999995 0.11804000000000002 0.11419500000000003 -0.22988499999999998 0.12061000000000002 0.13279000000000005 0.097375000000000017 -0.094869999999999996 -0.16109499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 10 -6 -2 9 -9 -8 -5 -12
right_child=1 -3 -4 4 5 -7 7 8 -10 -11 11 -13
leaf_value=0.0065168333796585933 0.0075665392066073941 0.005759736881328875 -0.006441537386433412 -0.0059124342424861425 -0.012732048357585346 -0.00050007948701053743 0.00056326581654425883 -0.010861615437804617 0.00010094765637920032 0.0080629421998013994 -0.004557559698116981 0.00031010795474397979
leaf_weight=62 84 60 48 72 51 50 211 46 50 67 97 2843
leaf_count=62 84 60 48 72 51 50 211 46 50 67 97 2843
internal_value=0 4.76106e-05 -4.68656e-05 3.886e-05 -0.000212695 -0.00668473 0.00175045 0.000441973 -0.00514342 0.00237369 4.05731e-06 0.00014923
internal_weight=0 3679 3619 3571 3113 101 458 374 96 278 3012 2940
internal_count=3741 3679 3619 3571 3113 101 458 374 96 278 3012 2940
is_linear=0
shrinkage=0.0995203


Tree=1323
num_leaves=9
num_cat=0
split_feature=1 30 8 1 8 7 2 29
split_gain=0.223027 0.14663 0.200684 0.252845 0.249022 0.220905 0.245329 0.144802
threshold=-0.55579999999999996 0.10801000000000002 -0.51030999999999993 -0.51253999999999988 -0.42187000000000002 0.097640000000000018 -0.16935999999999998 -0.039379999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -3
right_child=1 7 3 4 5 -7 -8 -9
leaf_value=0.0066759163178879014 0.0064079182652628476 0.0078354365502775591 -0.0065985903775809809 0.006171414523124084 -0.0043481718010934985 -0.006342076447330109 0.00012758617873460731 5.9022367273631933e-06
leaf_weight=51 47 47 59 63 126 56 3245 47
leaf_count=51 47 47 59 63 126 56 3245 47
internal_value=0 4.90535e-05 -5.21513e-05 -0.000137934 -2.84789e-05 -0.000142693 -3.94643e-05 0.00392938
internal_weight=0 3690 3596 3549 3490 3427 3371 94
internal_count=3741 3690 3596 3549 3490 3427 3371 94
is_linear=0
shrinkage=0.0995203


Tree=1324
num_leaves=21
num_cat=0
split_feature=26 26 18 18 21 27 2 2 26 5 9 26 8 8 17 9 27 2 26 9
split_gain=0.171393 0.518405 0.429191 0.299927 0.276635 0.245265 0.638274 0.38833 1.53954 0.582991 0.43441 0.401388 0.367913 0.29785 0.214014 0.256235 0.452574 0.601646 0.345549 0.205409
threshold=0.090455000000000021 0.091275000000000023 0.23251500000000005 -0.015069999999999998 0.15544000000000005 0.076710000000000014 -0.14884499999999998 -0.085599999999999996 0.088325000000000028 -0.014739999999999998 0.099985000000000018 -0.091484999999999997 -0.082654999999999992 -0.090274999999999994 0.51362000000000008 -0.063329999999999984 0.08427500000000003 -0.085089999999999985 0.094025000000000011 0.091405000000000028
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 5 7 -7 8 9 -1 11 -9 13 -8 15 -3 17 19 -19 -17
right_child=1 14 -4 -5 -6 6 12 10 -10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21
leaf_value=-0.0057232542393431266 0.002081964923022382 0.0055384021581698327 -0.0092353775146872923 0.013410291534256512 0.0069864029492613163 0.010194718153014103 -0.0012946068708353218 0.0082965011792009748 -0.017961185715887073 0.00050515477468549062 -0.0086724341929480843 -0.00015638851811243903 -0.005703031886437171 0.0079249593677025183 0.0064104847752676202 0.012037849877506855 -0.0095464936904249981 -0.0052173031794334346 3.5597695051091923e-06 0.0026552296331165369
leaf_weight=223 46 70 58 47 47 71 84 58 62 447 57 1364 87 59 50 47 54 158 610 46
leaf_count=223 46 70 58 47 47 71 84 58 62 447 57 1364 87 59 50 47 54 158 610 46
internal_value=0 0.000698394 -0.000768874 0.00781584 -0.00057666 -0.000718492 0.00194574 -0.00108157 -0.00295639 -0.00156666 -0.000153107 0.000187809 -0.000597122 0.00250355 5.80644e-05 -0.000263563 -0.000708324 -0.000153062 -0.00106946 0.00740579
internal_weight=0 1128 2617 93 2559 2512 301 2211 732 670 1479 1422 230 143 1035 985 915 861 768 93
internal_count=3745 1128 2617 93 2559 2512 301 2211 732 670 1479 1422 230 143 1035 985 915 861 768 93
is_linear=0
shrinkage=0.0995203


Tree=1325
num_leaves=26
num_cat=0
split_feature=8 18 18 18 18 38 20 18 17 0 21 0 6 17 6 18 18 17 21 0 17 17 0 18 17
split_gain=0.168997 0.396055 0.535883 0.496282 0.454784 0.369676 0.314249 0.319899 0.399432 0.272456 0.478515 0.514432 0.190474 0.313018 0.395732 0.355679 0.470908 0.272113 0.26205 0.468472 0.309501 0.323993 0.254346 0.228487 0.192978
threshold=-0.01187 0.15374500000000005 -0.053034999999999992 -0.018864999999999996 -0.088855000000000003 -0.076799999999999993 -0.091229999999999992 -0.40801999999999999 -0.088525000000000006 0.032270000000000014 -0.032929999999999994 -0.066264999999999991 0.092980000000000021 0.064745000000000011 0.10449000000000003 -0.089234999999999995 0.09679500000000002 0.41435500000000008 -0.085574999999999998 -0.088174999999999989 -0.54604999999999992 -0.52615499999999993 -0.077945 -0.092864999999999989 -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
left_child=5 2 4 -4 6 -1 -2 -8 -9 10 -5 -12 18 15 -15 -14 22 -16 19 -7 -20 -22 -17 -23 -18
right_child=1 -3 3 9 -6 12 7 8 -10 -11 11 -13 13 14 17 16 24 -19 20 -21 21 23 -24 -25 -26
leaf_value=0.0081854014183176844 -0.0086133780768307897 -0.0088552321645858391 0.010761335089103168 -0.0082121946959053619 -0.011421373415643339 -0.0021779400394218514 0.0066571069060090476 -0.0051365108793510941 0.004682176022370082 -0.0052781452054011446 0.00070239134564736426 0.010547125853113612 -0.0046218279889082376 -0.0096143209124850363 0.0058122049766877954 0.0049325099474710771 0.0049583254148139102 -0.0029664124239161746 -0.0075705717069020845 0.011717990814755969 0.0068434088631918024 0.0022941982427533147 0.013516894312089391 -0.0010891791794264891 -0.0022799248458345621
leaf_weight=55 61 66 48 48 64 49 48 146 57 77 319 63 46 46 64 73 65 77 63 47 58 223 65 1734 83
leaf_count=55 61 66 48 48 64 49 48 146 57 77 319 63 46 46 64 73 65 77 63 47 58 223 65 1734 83
internal_value=0 -0.00140407 -0.000874971 0.00108914 -0.0037763 0.000108297 -0.00220546 -0.000644892 -0.00237551 0.000171816 0.00114964 0.00232814 -5.63607e-05 0.00165629 -0.00159728 0.00349134 0.00479912 0.0010124 -0.000465599 0.00461675 -0.000700789 -0.000485596 0.00898181 -0.000703225 0.000893506
internal_weight=0 997 931 555 376 2748 312 251 203 507 430 382 2693 519 187 332 286 141 2174 96 2078 2015 138 1957 148
internal_count=3745 997 931 555 376 2748 312 251 203 507 430 382 2693 519 187 332 286 141 2174 96 2078 2015 138 1957 148
is_linear=0
shrinkage=0.0995203


Tree=1326
num_leaves=22
num_cat=0
split_feature=20 3 3 3 21 3 9 0 1 20 2 9 18 21 21 21 20 8 20 20 20
split_gain=0.146935 0.296004 0.928532 0.909083 0.55177 0.642108 0.594459 0.586672 0.560033 0.408334 0.350593 0.373824 0.355593 0.21428 0.221969 0.206001 0.249029 1.23048 0.558682 0.34854 0.366867
threshold=-0.078835000000000002 0.10057000000000002 0.095630000000000021 0.10648500000000002 0.092470000000000011 0.090205000000000021 0.088085000000000011 -0.081604999999999997 -0.012224999999999998 -0.081945000000000004 0.11665500000000002 0.09550500000000002 -1.0000000180025095e-35 0.14970000000000003 0.13415000000000002 0.12329000000000002 -0.072324999999999987 -0.07106999999999998 -0.077649999999999983 -0.067119999999999999 -0.055879999999999992
decision_type=2 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 -6 7 9 -8 -1 11 12 -5 14 15 16 17 18 -2 -18 -21
right_child=13 3 -4 10 5 -7 8 -9 -10 -11 -12 -13 -14 -15 -16 -17 19 -19 -20 20 -22
leaf_value=-0.0047419204154260618 0.0065898743776109207 -0.015283225080321631 0.011935887775120184 -0.00053136988240434909 0.012867719257542532 -0.0024804757464510106 -0.0037089356793567345 0.0052854286592256107 0.011565452772842991 -0.01381970197888417 0.0064372912407962514 0.0025199933976844959 -0.012085299018944808 -0.0057112007204417337 0.0057375424497387488 -0.0058579801582605961 -0.0084650782068787511 0.015683209277300651 -0.0074091803912373225 0.0077842425867057285 -9.3879319904035825e-05
leaf_weight=213 46 57 57 48 52 56 48 46 47 64 47 68 59 62 70 57 48 58 73 60 2409
leaf_count=213 46 57 57 48 52 56 48 46 47 64 47 68 59 62 70 57 48 58 73 60 2409
internal_value=0 -0.0014049 -0.000127673 -0.00407086 -0.0014365 0.00490182 -0.00307611 -0.00511257 0.00383925 -0.00684227 -0.00118832 -0.00324102 -0.00690988 7.57744e-05 0.000203251 6.21316e-05 0.000187694 0.00379599 -0.0019909 -6.57229e-05 9.72382e-05
internal_weight=0 862 583 279 526 108 418 323 95 277 222 175 107 2883 2821 2751 2694 177 119 2517 2469
internal_count=3745 862 583 279 526 108 418 323 95 277 222 175 107 2883 2821 2751 2694 177 119 2517 2469
is_linear=0
shrinkage=0.0995203


Tree=1327
num_leaves=14
num_cat=0
split_feature=31 4 2 9 6 6 17 26 26 0 2 3 0
split_gain=0.129054 0.159501 0.197857 0.152748 0.274838 0.371754 0.433662 0.273165 0.65809 0.402331 0.75253 0.607325 0.317541
threshold=0.095410000000000009 0.15028500000000003 0.41061500000000012 0.086885000000000032 0.10615500000000003 0.092120000000000021 0.0031350000000000006 -0.031674999999999995 -0.09071499999999999 -0.049174999999999996 -0.084114999999999981 0.10377500000000002 -0.076439999999999994
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 12 10 -9 -11 -5
right_child=-2 -3 -4 7 -6 -7 -8 9 -10 11 -12 -13 -14
leaf_value=-0.00017179931358054379 0.0049993193570576312 -0.0050443807520144917 0.0061328102972240586 -0.0025774460037385227 -0.007132516660404961 0.006902709731483366 -0.0042416507066483609 0.0068836163881427206 -0.010734734821793613 -0.012160879963773729 0.00044221884078784888 0.00017437005362662845 0.0053787292825003318
leaf_weight=1255 46 69 48 140 69 61 327 212 72 56 1179 134 77
leaf_count=1255 46 69 48 140 69 61 327 212 72 56 1179 134 77
internal_value=0 -0.000303843 -0.000213508 -0.00029878 -0.00097811 -0.000719149 -0.00101356 0.000322715 -0.0024899 0.000837367 0.00142453 -0.00345698 0.000241941
internal_weight=0 3699 3630 3582 1712 1643 1582 1870 289 1581 1391 190 217
internal_count=3745 3699 3630 3582 1712 1643 1582 1870 289 1581 1391 190 217
is_linear=0
shrinkage=0.0995203


Tree=1328
num_leaves=8
num_cat=0
split_feature=27 29 29 1 9 7 3
split_gain=0.21042 0.184588 0.191853 0.140696 0.173453 0.167098 0.138882
threshold=-0.086859999999999993 -0.11266 -0.084525000000000003 0.55657000000000012 -0.26414499999999996 0.093110000000000012 0.014805000000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.005102150968150268 0.0058877624657727931 -0.0045917898896756281 0.0058179239205700404 -0.0047740963355151792 -0.0035622134204918868 0.0050393113421516433 9.8332396437443602e-05
leaf_weight=80 53 89 53 58 106 66 3250
leaf_count=80 53 89 53 58 106 66 3250
internal_value=0 5.69836e-05 -2.8111e-05 8.66212e-05 0.000167985 8.02397e-05 -1.70429e-05
internal_weight=0 3675 3622 3533 3475 3422 3356
internal_count=3755 3675 3622 3533 3475 3422 3356
is_linear=0
shrinkage=0.0995203


Tree=1329
num_leaves=13
num_cat=0
split_feature=27 28 29 26 2 5 26 9 26 6 23 30
split_gain=0.170622 0.18913 0.162934 0.213802 0.42011 0.528621 0.294944 0.431758 0.41343 0.235775 0.19745 0.169203
threshold=-0.086859999999999993 0.082705000000000015 -0.11266 -0.084904999999999994 -0.13088999999999998 0.058505000000000008 -0.063069999999999987 -0.012169999999999999 -0.042444999999999997 -0.09416999999999999 -1.0000000180025095e-35 0.086750000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 9 7 11 -8 -6 -10 -5
right_child=1 -3 3 6 5 -7 8 -9 10 -11 -12 -13
leaf_value=-0.0045943837023510155 0.0055985469061049734 0.0054572991425447205 -0.010027128417807151 -0.0033111390372518785 0.00071082305876868108 0.0065149036375733776 -0.0092751511771548781 0.012131128942528489 0.0049123565596861218 -0.0067044492402084472 -9.8305164478042109e-05 0.0040723787137421771
leaf_weight=80 50 63 61 52 71 70 48 48 80 105 2952 75
leaf_count=80 50 63 61 52 71 70 48 48 80 105 2952 75
internal_value=0 5.13126e-05 -4.27513e-05 -0.000122168 -0.00263287 -0.000796009 0.000114381 0.00408882 -0.000111174 -0.00370841 3.36323e-05 0.00104276
internal_weight=0 3675 3612 3562 307 246 3255 175 3080 176 3032 127
internal_count=3755 3675 3612 3562 307 246 3255 175 3080 176 3032 127
is_linear=0
shrinkage=0.0995203


Tree=1330
num_leaves=17
num_cat=0
split_feature=27 1 0 1 5 18 1 2 5 6 6 0 18 18 1 0
split_gain=0.138354 0.127543 0.296281 0.210903 0.51384 0.370525 0.172099 0.169291 0.575192 0.308807 0.340167 0.288325 0.205266 0.217534 0.149059 0.0993344
threshold=-0.086859999999999993 -0.14482999999999999 -0.071029999999999996 -0.40145499999999995 0.18340500000000004 -0.098315 -0.10771499999999999 0.10003000000000002 -0.045014999999999993 -0.083069999999999991 -0.44590999999999997 -0.23032 0.15614500000000003 0.26090000000000008 -0.085574999999999998 0.11291000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -3 11 9 10 -9 -8 14 -14 -13 -7
right_child=1 6 3 -5 5 15 7 8 -10 -11 -12 12 13 -15 -16 -17
leaf_value=-0.0041371496989071098 0.0068749450505753403 -0.0048502576418693912 0.0086944430015919987 -0.0041696693002352021 0.0037063695336344779 -0.008255618197551837 0.0075963978346468 0.0035668629704239743 -0.011710413769928452 0.0047574320237204837 -0.0058429309236471966 0.0017986222055807897 0.0092828438366491153 0.00043518345521375033 -0.00041417987308996689 -0.0022010141312000528
leaf_weight=80 86 76 75 79 92 48 51 57 53 81 114 346 48 65 2342 62
leaf_count=80 86 76 75 79 92 48 51 57 53 81 114 346 48 65 2342 62
internal_value=0 4.62281e-05 0.00163204 0.000363189 0.00165891 -0.000949242 -0.000170322 -5.74008e-05 -0.00228611 -0.000300768 -0.00270155 0.000180656 4.53397e-05 0.00420073 -0.000129043 -0.00485047
internal_weight=0 3675 442 356 277 202 3233 3157 305 252 171 2852 2801 113 2688 110
internal_count=3755 3675 442 356 277 202 3233 3157 305 252 171 2852 2801 113 2688 110
is_linear=0
shrinkage=0.0995203


Tree=1331
num_leaves=10
num_cat=0
split_feature=27 28 21 30 25 1 3 2 26
split_gain=0.112188 0.150835 0.150191 0.207998 0.19848 0.162313 0.541512 0.286182 0.146877
threshold=-0.086859999999999993 0.082705000000000015 0.15544000000000005 0.10000000000000002 0.096120000000000025 -0.096749999999999989 0.11523000000000001 0.10003000000000002 -0.0098899999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7 -5
right_child=1 -3 -4 8 -6 7 -8 -9 -10
leaf_value=-0.0037254196751094989 0.0027099164528531826 0.0048694246910277929 0.00477394895053985 -0.0079098854838906933 0.0060474883345110518 -8.5943126549436173e-05 -0.0073463285193910424 -0.0037175115289698026 -0.00037601975674216996
leaf_weight=80 455 63 63 57 53 2643 60 234 47
leaf_count=80 455 63 63 57 53 2643 60 234 47
internal_value=0 4.16497e-05 -4.23291e-05 -0.000128056 4.08314e-06 -9.01038e-05 0.00153672 -0.0003816 -0.00451303
internal_weight=0 3675 3612 3549 3445 3392 515 2877 104
internal_count=3755 3675 3612 3549 3445 3392 515 2877 104
is_linear=0
shrinkage=0.0995203


Tree=1332
num_leaves=17
num_cat=0
split_feature=27 6 1 5 3 18 3 18 6 18 1 3 18 29 5 0
split_gain=0.14977 0.292804 0.148577 0.450119 0.549601 0.769782 0.381019 0.241109 0.845203 0.443276 0.312677 0.47958 0.286863 0.241185 0.386459 0.218512
threshold=-0.032854999999999995 -0.03764 -0.40145499999999995 0.13648000000000002 0.10057000000000002 -0.025879999999999997 0.088325000000000028 -0.22342499999999998 -0.047974999999999997 -0.1394 0.060860000000000011 0.11578500000000001 -0.10726999999999999 -0.02827 -0.074569999999999984 0.024745000000000007
decision_type=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 8 10 -9 11 -4 -11 14 -14 -15
right_child=2 -3 7 4 5 -7 -8 9 -10 12 -12 -13 13 15 -16 -17
leaf_value=0.0095700227396866948 0.010766460433699412 -0.0015861958794515182 0.0042164401900668808 -0.00051905206656032278 0.0021548791177674509 -0.013754976220708105 0.012014963279913539 0.0078576527071560782 -0.015044694594759989 -0.006797640524370486 0.0069686260176621542 -0.0095714755464415303 0.00035765977531805566 0.00040836192285816959 -0.0070064205780634124 -0.0055667693427984225
leaf_weight=47 50 46 48 46 78 49 50 70 48 63 46 52 167 2695 122 62
leaf_count=47 50 46 48 46 78 49 50 70 48 63 46 52 167 2695 122 62
internal_value=0 0.00404309 -1.06202e-06 0.0022318 0.000314529 -0.00397713 0.00600056 -0.000182026 -0.00358813 2.55762e-05 0.000172803 -0.00294509 -0.000150502 -1.27513e-05 -0.00274822 0.000273695
internal_weight=0 93 3646 273 223 127 96 3373 194 3179 146 100 3109 3046 289 2757
internal_count=3739 93 3646 273 223 127 96 3373 194 3179 146 100 3109 3046 289 2757
is_linear=0
shrinkage=0.0995203


Tree=1333
num_leaves=8
num_cat=0
split_feature=30 9 10 8 13 2 2
split_gain=0.197864 0.198145 0.196653 0.219696 0.185505 0.153749 0.232039
threshold=-1.0000000180025095e-35 -0.46256000000000003 0.09407500000000002 -0.42187000000000002 1.0000000180025095e-35 0.15165000000000003 -0.0038150000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=0.0065059636361709493 -0.0060334668888646983 0.0053807592707494018 -0.0055541801811659205 -0.00023071091427523667 0.0059731395572875465 -0.0044127650746999614 0.0022442945348319981
leaf_weight=47 53 79 60 2941 52 77 430
leaf_count=47 53 79 60 2941 52 77 430
internal_value=0 7.52011e-06 9.57287e-05 0.000190675 7.32936e-05 -1.54458e-05 8.47545e-05
internal_weight=0 3692 3639 3579 3500 3448 3371
internal_count=3739 3692 3639 3579 3500 3448 3371
is_linear=0
shrinkage=0.0995203


Tree=1334
num_leaves=26
num_cat=0
split_feature=8 19 19 20 20 3 26 3 19 4 17 21 20 20 0 20 26 17 18 2 1 20 3 18 1
split_gain=0.160017 0.279007 0.404889 0.274622 0.826062 0.522191 1.04787 0.618607 0.309483 0.370753 0.774854 0.299807 0.813288 0.578775 0.507826 0.580877 0.394171 0.273963 0.373533 0.24939 0.207447 0.199149 0.517502 0.365687 0.172363
threshold=-0.07743499999999999 0.13159000000000004 0.11183000000000003 -0.081114999999999993 -0.08323499999999999 0.09697500000000002 -1.0000000180025095e-35 0.10648500000000002 0.031160000000000004 0.088720000000000021 -0.013885 0.11240000000000001 -0.071149999999999991 -0.049389999999999996 -0.079665 -0.070634999999999989 -0.042444999999999997 -0.53447999999999996 -0.14734 -0.075429999999999983 0.012830000000000003 -0.080214999999999995 0.087570000000000023 0.088250000000000009 -0.013384999999999999
decision_type=2 2 2 2 2 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 4 5 6 24 -7 11 10 -10 12 19 -14 -13 -16 -15 -1 -19 -5 -9 22 -20 -23 -2
right_child=3 -3 -4 8 -6 7 -8 20 9 -11 -12 14 13 16 15 -17 -18 18 21 -21 -22 23 -24 -25 -26
leaf_value=-0.0076756853319655365 -0.0055684576345023428 -0.0078552717425837918 0.0065636372577437974 0.0061168199218498706 -0.013544132542920976 -0.012208051326969149 0.016578556027581022 -0.0035394926165384717 -0.013756520557011424 0.0051285998770681882 0.001892680831012778 -0.0091400450601904024 -0.0084606301024103877 -0.0018313236702209019 -0.0047541791259898486 0.010437971249250609 0.003414878384900216 0.008437235208189689 -0.0037639874062022675 0.016358504364684855 0.0058574788955211765 -0.0019633339429943378 0.0040461444207226284 0.0020160738941480336 0.0029079846602830662
leaf_weight=53 49 50 81 46 50 55 48 47 58 46 68 61 52 178 53 47 695 46 127 49 46 1155 248 285 46
leaf_count=53 49 50 81 46 50 55 48 47 58 46 68 61 52 178 53 47 695 46 127 49 46 1155 248 285 46
internal_value=0 -0.000511805 -0.000327348 0.000796025 -0.00172692 0.000300722 0.0045922 -0.00384024 0.00143249 -0.00250944 -0.00530443 0.00200729 0.0026376 0.00173597 -0.00198093 0.00237795 0.00234427 -0.0006194 -0.000418002 0.011408 0.00109967 -0.000642884 0.00139893 -0.00117517 -0.00145546
internal_weight=0 2045 1995 1694 341 291 143 148 1353 172 126 1181 1020 925 161 100 873 1914 1861 95 93 1815 375 1440 95
internal_count=3739 2045 1995 1694 341 291 143 148 1353 172 126 1181 1020 925 161 100 873 1914 1861 95 93 1815 375 1440 95
is_linear=0
shrinkage=0.0995203


Tree=1335
num_leaves=8
num_cat=0
split_feature=30 9 4 31 8 27 27
split_gain=0.157431 0.150915 0.224516 0.196523 0.207855 0.128352 0.201877
threshold=-1.0000000180025095e-35 -0.46256000000000003 0.14903500000000006 0.085410000000000028 -0.42187000000000002 0.10630500000000002 0.096800000000000011
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6
right_child=1 2 -4 -5 5 -7 -8
leaf_value=0.0057959610201040205 -0.0052726815443901219 0.0059831995133683138 0.0069102487576737604 -0.0062086696811208741 -3.2570345425431424e-05 -0.0037333143315086332 0.0055673809220875298
leaf_weight=47 53 58 47 50 3329 90 65
leaf_count=47 53 58 47 50 3329 90 65
internal_value=0 -1.68851e-07 7.63975e-05 -1.27932e-05 7.44388e-05 -2.36926e-05 7.44357e-05
internal_weight=0 3692 3639 3592 3542 3484 3394
internal_count=3739 3692 3639 3592 3542 3484 3394
is_linear=0
shrinkage=0.0995203


Tree=1336
num_leaves=13
num_cat=0
split_feature=6 7 2 2 5 2 5 0 9 0 1 17
split_gain=0.279058 0.255255 0.74296 0.223491 0.366453 0.270128 0.268032 0.492747 0.172499 0.185976 0.377341 0.233354
threshold=-0.50196499999999988 -0.068034999999999998 0.10449500000000002 0.12610000000000002 -0.0033300000000000001 0.11392500000000001 -0.45516499999999999 -0.13417999999999999 0.14523000000000005 0.12433000000000002 -0.49367499999999997 -0.11248999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 8 -5 -8 9 10 -3 -11
right_child=1 3 -4 4 -6 -7 7 -9 -10 11 -12 -13
leaf_value=0.0057375347156765726 0.0035891324369009717 -0.0058199066616065028 -0.014191499111799549 0.0058204907328379069 0.0080830171818285917 -0.0075003084713643232 0.0041436584483487407 -0.010190476220417504 -0.0057797448326181357 0.0081803668463473964 -3.5333247148274789e-05 -0.00095134687679396593
leaf_weight=79 46 116 47 49 85 51 46 49 54 59 3015 52
leaf_count=79 46 116 47 49 85 51 46 49 54 59 3015 52
internal_value=0 -0.000240467 -0.00538798 -0.000106368 0.00290111 -0.000312383 -0.00015197 -0.00324112 -0.000200914 -0.000107738 -0.000249907 0.00389507
internal_weight=0 3669 93 3576 229 3347 144 95 3296 3242 3131 111
internal_count=3748 3669 93 3576 229 3347 144 95 3296 3242 3131 111
is_linear=0
shrinkage=0.0995203


Tree=1337
num_leaves=11
num_cat=0
split_feature=6 4 3 4 6 4 18 5 4 3
split_gain=0.22946 0.269123 0.218384 0.193963 0.234016 0.153775 0.552213 0.655076 0.376449 0.314532
threshold=-0.48214499999999999 0.13662500000000002 0.30793000000000009 0.14566000000000004 -0.42102499999999998 0.10868000000000001 -0.057764999999999997 -0.035924999999999999 0.10662500000000001 0.14721500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 8 -7 -8 9 -6
right_child=2 -3 -4 -5 5 6 7 -9 -10 -11
leaf_value=0.010189055781229596 -0.0053077383334279912 -0.00056024760339625109 -0.006035557910910521 0.0061588179488806178 -0.00026426786669332447 0.011632005829912251 0.0033649585327342789 -0.0084668492077402246 -0.0085966820812719801 0.0077721841210599803
leaf_weight=46 87 46 63 48 3074 50 168 64 53 49
leaf_count=46 87 46 63 48 3074 50 168 64 53 49
internal_value=0 0.00480551 -0.000226614 -0.000124532 -0.000209841 -8.13455e-05 0.00214551 9.74819e-05 -0.000279328 -0.000137913
internal_weight=0 92 3656 3593 3545 3458 282 232 3176 3123
internal_count=3748 92 3656 3593 3545 3458 282 232 3176 3123
is_linear=0
shrinkage=0.0995203


Tree=1338
num_leaves=9
num_cat=0
split_feature=2 6 0 38 30 4 30 6
split_gain=0.215892 0.339758 0.201881 0.198085 0.205421 0.419527 0.242505 0.153097
threshold=0.41639000000000009 -0.50196499999999988 0.16362500000000005 -0.081059999999999993 0.089455000000000021 0.13491500000000003 0.080210000000000017 -0.42102499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 -5
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.0075161312306334703 -0.0049357016831622262 -0.0059066135624536824 0.0060579087567137202 -0.0049662894439661933 0.008335120762006782 -0.0036389840774397881 -0.0057225739627935895 -1.2335753423253918e-05
leaf_weight=59 89 59 52 63 78 46 78 3224
leaf_count=59 89 59 52 63 78 46 78 3224
internal_value=0 2.49401e-05 -9.76049e-05 -0.000188052 -9.11146e-05 0.00388651 -0.000237933 -0.000107534
internal_weight=0 3659 3600 3548 3489 124 3365 3287
internal_count=3748 3659 3600 3548 3489 124 3365 3287
is_linear=0
shrinkage=0.0995203


Tree=1339
num_leaves=17
num_cat=0
split_feature=7 2 3 17 0 0 26 26 3 0 0 0 6 3 26 3
split_gain=0.206486 0.592091 0.204767 0.739928 0.283506 0.56207 0.216176 0.319773 0.245973 0.204527 0.205936 0.170496 1.07496 0.238077 0.749785 0.345858
threshold=-0.068034999999999998 0.10449500000000002 0.11926500000000002 0.12439000000000001 -0.16969499999999998 -0.12236 -0.019129999999999998 0.14527500000000004 0.14426500000000003 0.15238000000000004 -0.23998999999999998 -0.15758999999999998 -0.0048649999999999995 0.11492500000000001 0.090545000000000028 0.10749000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 -4 -6 8 -8 -7 10 -2 12 -12 15 -15 -13
right_child=2 -3 3 -5 5 6 7 -9 -10 -11 11 13 -14 14 -16 -17
leaf_value=0.0032981985586754857 0.0061108109430331346 -0.012573848724029684 0.0079544166745669064 0.013813767013878374 -0.010554823353532047 -0.0069404550434482119 0.0051280301546061625 -0.0041570426138510235 0.0019778899513018468 0.0059964520543348823 0.00246014253517432 -0.00016012276656983325 -0.016271222911248502 0.014047886003727436 -0.0019651664955350327 -0.0042116719364035243
leaf_weight=46 48 47 47 47 46 57 167 47 66 51 89 2593 46 46 78 227
leaf_count=46 48 47 47 47 46 57 167 47 66 51 89 2593 46 46 78 227
internal_value=0 -0.00471436 3.41462e-05 0.00195706 0.00065919 -0.000233911 0.00117245 0.00308496 -0.00214835 -0.000254215 -0.000356422 -0.000457509 -0.00391634 -0.000298623 0.00396856 -0.000486548
internal_weight=0 93 3655 477 430 383 337 214 123 3178 3127 3079 135 2944 124 2820
internal_count=3748 93 3655 477 430 383 337 214 123 3178 3127 3079 135 2944 124 2820
is_linear=0
shrinkage=0.0995203


Tree=1340
num_leaves=15
num_cat=0
split_feature=17 4 17 3 0 17 17 18 0 18 2 1 3 1
split_gain=0.173023 0.619262 0.158984 0.326365 0.407815 0.214738 0.246838 0.219275 0.832073 0.70058 0.421692 0.245034 0.520059 0.407447
threshold=-0.55026999999999993 0.08167000000000002 -0.50448999999999999 0.094410000000000008 -0.059114999999999994 -0.46992499999999998 -0.45380999999999999 -0.091229999999999992 -0.090394999999999989 -0.093649999999999997 -0.069129999999999983 -0.095674999999999996 0.11604000000000002 -0.089819999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -4 -7 8 10 -10 -8 12 -9 -13
right_child=2 -3 5 4 -6 6 7 11 9 -11 -12 13 -14 -15
leaf_value=-0.010382750469171345 -0.0032446499526179455 0.0021859947744439995 -0.0063469001028773411 0.01318289014013461 0.00054213803578883159 0.0058132387470947672 0.012129970815114129 0.0056053330565018827 -0.0026094038337977901 -0.014929506162516228 -0.00085149787507195879 -0.0064341858957285584 -0.0044295857766346114 7.71697962730534e-05
leaf_weight=70 53 87 55 47 55 69 51 197 300 54 48 99 69 2463
leaf_count=70 53 87 55 47 55 69 51 197 300 54 48 99 69 2463
internal_value=0 -0.00341269 -3.65402e-05 0.00308031 0.00637483 -0.000178663 -7.71495e-05 -0.000201275 -0.00223416 -0.00449106 0.00582766 0.000124072 0.00299921 -0.000174121
internal_weight=0 157 3560 155 102 3405 3350 3281 453 354 99 2828 266 2562
internal_count=3717 157 3560 155 102 3405 3350 3281 453 354 99 2828 266 2562
is_linear=0
shrinkage=0.0995203


Tree=1341
num_leaves=10
num_cat=0
split_feature=19 17 19 2 19 19 19 19 19
split_gain=0.153813 0.177752 0.437969 0.291687 0.242593 0.979979 0.216436 0.227154 0.234889
threshold=0.13881500000000005 0.51174000000000019 0.11896000000000002 -0.073884999999999992 0.11838500000000003 0.11174500000000002 0.10583000000000002 0.098950000000000024 0.077805000000000027
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 8 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10
leaf_value=-0.00033289871824182998 -0.0051179362639124336 0.0016334795314552981 -0.0049140606493095996 0.011953229935210629 0.0049337384145812903 -0.013785365034928908 0.0054109537167712227 -0.0069182041119378616 0.0039531609283938434
leaf_weight=3110 61 56 46 53 88 53 68 50 132
leaf_count=3110 61 56 46 53 88 53 68 50 132
internal_value=0 -7.85919e-05 0.00321903 0.00665885 -0.000224822 -0.000358069 -0.000146025 -0.00026106 -0.000158137
internal_weight=0 3656 155 109 3501 3413 3360 3292 3242
internal_count=3717 3656 155 109 3501 3413 3360 3292 3242
is_linear=0
shrinkage=0.0995203


Tree=1342
num_leaves=16
num_cat=0
split_feature=17 4 17 2 8 8 2 8 17 17 17 9 9 9 20
split_gain=0.14079 0.513185 0.142299 0.203589 0.13251 0.512154 1.02269 0.413071 0.308085 0.257685 0.631477 0.219832 0.329211 0.340246 0.169543
threshold=-0.55026999999999993 0.08167000000000002 -0.53166999999999998 -0.081559999999999994 -0.082654999999999992 -0.084044999999999995 -0.080744999999999997 -0.082094999999999987 -0.015464999999999998 -0.47367999999999999 -0.45380999999999999 0.09833500000000002 0.093235000000000026 0.091310000000000016 -0.080384999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 11 8 -6 -7 -9 -11 12 13 -4 -12
right_child=2 -3 4 -5 7 6 -8 9 -10 10 14 -13 -14 -15 -16
leaf_value=-0.0094073399494458212 0.0085294128875369503 0.0020339533520244723 0.00033966243401541021 -0.0008191393040718638 -0.007900692601337779 0.0057025767669954168 0.017904583739254021 -0.006008207375432186 -0.0055193662357361532 0.0097406181463655338 -0.0026243645410623261 -0.0049184417180215701 0.0081429486545894023 -0.0077411675239137234 -3.209213528735983e-05
leaf_weight=70 46 87 1164 46 75 50 49 77 47 62 302 85 51 54 1452
leaf_count=70 46 87 1164 46 75 50 49 77 47 62 302 85 51 54 1452
internal_value=0 -0.00306205 -1.65609e-05 0.00384624 -0.00011927 0.000585074 0.00618523 -0.000656534 0.000256701 -0.00036909 -0.000129536 -1.81793e-05 0.000309405 -1.79291e-05 -0.000478891
internal_weight=0 157 3560 92 3468 1500 146 1968 97 1893 1816 1354 1269 1218 1754
internal_count=3717 157 3560 92 3468 1500 146 1968 97 1893 1816 1354 1269 1218 1754
is_linear=0
shrinkage=0.0995203


Tree=1343
num_leaves=11
num_cat=0
split_feature=17 22 4 21 6 17 2 17 17 0
split_gain=0.115194 0.120381 0.240822 0.134351 0.34599 0.185012 0.251662 0.202117 0.302366 0.253362
threshold=-0.56655999999999984 0.11738500000000003 0.11509500000000002 -0.091869999999999993 -0.0026549999999999998 0.50822500000000015 -0.073884999999999992 0.41435500000000008 0.40441500000000008 0.16362500000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 7 -7 8 9 -5
right_child=1 2 -4 5 -6 6 -8 -9 -10 -11
leaf_value=-0.0040730767629839912 0.0091643743981186208 0.0015623934816786365 -0.0085020721720388808 -0.00012542791744712126 -0.0024894716813769341 -0.00059189871955107713 0.0069289478813821135 -0.0054859938819594341 0.0078059508864446545 -0.0074879213382208296
leaf_weight=72 53 46 48 3109 48 90 86 71 47 47
leaf_count=72 53 46 48 3109 48 90 86 71 47 47
internal_value=0 -5.2874e-05 -0.0035682 3.99512e-05 0.00361781 -6.45546e-05 0.00307841 -0.000233761 -0.00011708 -0.000235332
internal_weight=0 3645 94 3551 101 3450 176 3274 3203 3156
internal_count=3717 3645 94 3551 101 3450 176 3274 3203 3156
is_linear=0
shrinkage=0.0995203


Tree=1344
num_leaves=24
num_cat=0
split_feature=23 4 17 17 17 5 0 2 4 17 8 17 8 3 2 3 8 0 1 21 26 19 3
split_gain=0.167032 0.132173 0.411293 1.16888 0.441878 1.93918 0.621275 0.850939 0.439092 0.658341 0.361327 0.416577 0.304939 0.38818 0.529624 0.400635 0.377357 0.34657 0.291663 0.260286 0.233677 0.209885 0.117812
threshold=-0.069894999999999999 0.077235000000000012 0.0053950000000000014 0.093960000000000016 -0.065004999999999993 -0.013944999999999999 -0.23099 0.09556000000000002 0.08858000000000002 -0.12647999999999998 -0.091134999999999994 -0.085229999999999986 -0.097249999999999989 0.083875000000000019 -0.087359999999999993 0.084290000000000018 -0.092844999999999997 -0.098180000000000003 0.18123500000000006 0.085955000000000018 0.097125000000000031 0.10671000000000001 0.091140000000000013
decision_type=2 2 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 -4 8 6 -6 -8 9 -3 -10 -12 17 14 -14 -15 -17 19 21 -2 -18 -5 -19
right_child=1 2 3 18 5 -7 7 -9 10 -11 11 -13 13 15 -16 16 20 22 -20 -21 -22 -23 -24
leaf_value=0.0061375825054419027 0.013162221806648626 0.00066448521823195413 -0.018178141895738378 0.0050557113119573359 -0.0097573133105799681 0.01863216218211515 -0.0020356283021878514 0.0098761665690525555 0.0061896399629683338 -0.014336706239261525 9.4637371301365124e-05 -0.0099867962061392316 0.0022132185323659667 0.0082987607081364406 -0.011117928279526365 -0.0065488960308370432 0.0010610280859175562 0.0035653867750513372 -0.0066261097203268848 0.0029035035322520415 -0.0014033020247666559 -0.0032192601921870877 -0.0034825387329309424
leaf_weight=46 53 55 49 77 58 63 197 85 71 61 215 50 52 63 68 78 1665 46 60 46 494 50 48
leaf_count=46 53 55 49 77 58 63 197 85 71 61 215 50 52 63 68 78 1665 46 60 46 494 50 48
internal_value=0 0.000102951 -0.000816804 -0.00449487 0.00019747 0.00259439 -0.000374908 0.0015519 -0.0019378 -0.00721702 -0.000112772 -0.00180443 0.000487287 0.000183321 -0.00533428 0.000471552 0.000250751 0.00429443 -0.000905027 0.00840382 0.000496786 0.0017914 -2.48451e-05
internal_weight=0 3704 1091 236 855 403 340 282 452 116 336 265 2613 2420 120 2300 2237 193 187 99 2159 127 94
internal_count=3750 3704 1091 236 855 403 340 282 452 116 336 265 2613 2420 120 2300 2237 193 187 99 2159 127 94
is_linear=0
shrinkage=0.0995203


Tree=1345
num_leaves=13
num_cat=0
split_feature=23 30 21 26 3 21 3 5 29 3 1 18
split_gain=0.135438 0.134633 0.399412 0.232865 0.492308 0.441639 0.371277 0.208362 0.215131 0.152244 0.172388 0.171457
threshold=-0.069894999999999999 0.10000000000000002 0.084795000000000023 -0.10954 0.098755000000000023 0.10645500000000004 0.08777500000000002 0.63223000000000018 0.0035350000000000004 -0.012959999999999999 -0.01538 0.086800000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 6 -6 -2 8 9 10 -5 -11
right_child=1 2 -4 7 5 -7 -8 -9 -10 11 -12 -13
leaf_value=0.0055267696491970095 0.0055638588686216413 -0.0089206174327533076 0.0026034454813051678 0.00053390826006093496 0.014715486038921394 0.0017222734311048182 -0.0050295097041104363 -0.0060320768552864831 -0.0057164448990866725 0.00076427048221887881 -0.007595377610258078 -0.00091448018964708055
leaf_weight=46 55 60 59 51 53 51 81 56 62 2309 52 815
leaf_count=46 55 60 59 51 53 51 81 56 62 2309 52 815
internal_value=0 9.27049e-05 -0.00320013 0.000202235 0.00319666 0.00835169 -0.000739407 -1.23667e-05 8.98788e-05 0.000201689 -0.00356225 0.00032605
internal_weight=0 3704 119 3585 240 104 136 3345 3289 3227 103 3124
internal_count=3750 3704 119 3585 240 104 136 3345 3289 3227 103 3124
is_linear=0
shrinkage=0.0995203


Tree=1346
num_leaves=18
num_cat=0
split_feature=0 0 1 17 8 1 9 30 9 8 2 29 29 29 1 17 26
split_gain=0.145333 0.369859 0.279661 0.302401 0.345332 0.268011 0.278333 0.222027 0.217662 0.294674 0.214963 0.193632 0.201995 0.432841 0.177234 0.128958 0.076419
threshold=0.0083400000000000019 0.047575000000000013 0.42491000000000007 0.10178500000000003 -0.08176499999999999 0.36766000000000004 -0.095314999999999997 0.085865000000000011 -0.081559999999999994 0.0017700000000000003 0.097285000000000024 -0.084525000000000003 -0.079250000000000001 -0.012945 0.41291000000000005 -0.54192999999999991 -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 -2 5 4 -4 6 7 -1 -3 10 -10 -8 -13 -14 -7 -11 -6
right_child=1 8 3 -5 16 14 11 -9 9 15 -12 12 13 -15 -16 -17 -18
leaf_value=0.0097816560613816026 -0.0082574828031360091 -0.0064271333334751839 0.011714311296551375 -0.00327238320294687 -0.00036940224987849958 -0.0092944086889870815 -0.0048105299408615397 0.00035369948090258464 0.0078125928271575405 0.00029188232360723821 -0.00072414708952308054 0.0067883761772692657 -0.0086847943382673074 0.00031064499442820916 -0.0013766697233554255 -0.0065205637408809296 0.0050388726288967687
leaf_weight=54 70 46 62 46 52 47 77 46 74 64 48 46 54 2795 70 48 51
leaf_count=54 70 46 62 46 52 47 77 46 74 64 48 46 54 2795 70 48 51
internal_value=0 -0.00178693 0.000342681 0.00385172 0.0058428 0.000110249 0.00028855 0.00545298 -0.000166365 0.00106089 0.00444717 0.000114505 0.000245782 0.000139858 -0.0045643 -0.00262043 0.00230053
internal_weight=0 350 3400 211 165 3189 3072 100 280 234 122 2972 2895 2849 117 112 103
internal_count=3750 350 3400 211 165 3189 3072 100 280 234 122 2972 2895 2849 117 112 103
is_linear=0
shrinkage=0.0995203


Tree=1347
num_leaves=19
num_cat=0
split_feature=0 0 0 6 1 1 27 8 5 2 8 2 1 8 9 8 2 1
split_gain=0.117873 0.299878 0.259023 0.290712 0.465172 0.258111 0.312316 0.208066 0.582801 0.702507 0.656355 0.27106 0.608191 0.266595 0.176478 0.238851 0.174371 0.117055
threshold=0.0083400000000000019 0.047575000000000013 -0.044789999999999996 -0.03764 -0.139265 -0.15528499999999998 -0.01137 -0.066829999999999987 -0.072874999999999981 -0.104295 -0.051259999999999993 -0.087245000000000003 -0.007069999999999999 -0.069939999999999988 -0.081559999999999994 0.0017700000000000003 0.097285000000000024 -0.49367499999999997
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 -5 -1 -7 11 10 -10 -9 12 -8 -13 -3 16 -16 -17
right_child=1 14 3 4 -6 6 7 8 9 -11 -12 13 -14 -15 15 17 -18 -19
leaf_value=-0.0066516274454723719 -0.0074356968235195523 -0.0057875030986534693 0.009452487646381881 0.0075614057870096911 -0.0053820106504941477 0.0071619350836096491 -0.004591646297592406 -0.014960469434639568 0.011658027496298738 -0.00018583877581588028 -0.0024876356185165155 0.00081415712595024744 0.0059211359839264699 0.0068710598499341401 0.0070350815848215517 0.00046646265063490365 -0.00065207977136627366 -0.0060082509237684269
leaf_weight=55 70 46 63 54 56 63 234 47 56 433 380 1813 71 75 74 63 48 49
leaf_count=55 70 46 63 54 56 63 234 47 56 433 380 1813 71 75 74 63 48 49
internal_value=0 -0.00160933 0.000308554 0.00406029 0.000964589 0.000107169 0.000224619 8.37797e-05 -0.00117563 0.00116884 -0.00386244 0.000610201 -0.00214172 0.0010552 -0.000149808 0.000954959 0.00400392 -0.00235892
internal_weight=0 350 3400 173 110 3227 3172 3109 916 489 427 2193 305 1888 280 234 122 112
internal_count=3750 350 3400 173 110 3227 3172 3109 916 489 427 2193 305 1888 280 234 122 112
is_linear=0
shrinkage=0.0995203


Tree=1348
num_leaves=16
num_cat=0
split_feature=18 18 18 30 4 26 26 4 4 4 4 26 3 21 26
split_gain=0.155792 0.660211 0.629527 0.395969 0.428861 0.299657 0.37494 0.278559 0.607879 0.531679 0.266029 0.308529 0.312018 0.165052 0.299939
threshold=-0.022504999999999997 -0.017129999999999996 -0.029094999999999999 0.080210000000000017 0.10755500000000003 -0.10954 -0.085605000000000001 0.092345000000000024 0.085720000000000018 0.079660000000000022 0.14831500000000003 -0.08274999999999999 1.0000000180025095e-35 0.10046500000000001 -0.23033499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 13 -7 8 9 -1 11 -8 -13 14 -3
right_child=1 5 -4 -5 -6 6 10 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=-6.1968416500167932e-05 0.010467812140100364 -0.0037776012208672314 -0.011549222030763506 -0.0082585728365266575 0.0085649259256745207 -0.0067222919574441119 0.0076337466453750419 -0.0060284391330226077 0.011117369194150982 -0.010189356727879075 0.007059873231241384 -0.0064919026204345899 -2.6342531644680465e-05 0.0093994913787347912 0.0069363469295570758
leaf_weight=1047 63 46 53 62 54 83 50 84 46 54 53 77 1858 46 59
leaf_count=1047 63 46 53 62 54 83 50 84 46 54 53 77 1858 46 59
internal_value=0 0.000418165 -0.000909549 -0.000490305 -0.000114856 0.000139139 -0.000165446 -0.000496275 -9.0416e-05 -0.000559424 0.000101188 -8.41983e-05 -0.000284052 0.00442286 0.00223482
internal_weight=0 2335 1400 1347 1285 2272 2121 1231 1147 1101 2038 1985 1935 151 105
internal_count=3735 2335 1400 1347 1285 2272 2121 1231 1147 1101 2038 1985 1935 151 105
is_linear=0
shrinkage=0.0995203


Tree=1349
num_leaves=10
num_cat=0
split_feature=27 6 3 4 6 28 1 1 1
split_gain=0.136603 0.130174 0.313388 0.275702 0.124898 0.205697 0.236383 0.563025 0.373473
threshold=0.11510000000000002 -0.46637499999999998 0.09482500000000002 0.14602500000000004 -0.40707999999999994 0.077350000000000016 0.066150000000000028 0.081675000000000011 0.058455000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 8 -8 -6
right_child=-2 3 -4 -5 5 -7 7 -9 -10
leaf_value=-0.0088927651187363198 0.004638468874744851 -0.0047188822423503843 0.00071062001760313956 0.0070930909583980916 -9.6671199678210391e-05 -0.0054401201655154292 0.011747694306873642 0.00085438258044021379 -0.0077257028638989837
leaf_weight=56 60 58 84 53 2872 69 54 364 65
leaf_count=56 60 58 84 53 2872 69 54 364 65
internal_value=0 -0.000148537 -0.00312489 -3.04298e-05 -0.000139093 -6.12757e-05 4.91034e-05 0.00226361 -0.000265791
internal_weight=0 3675 140 3535 3482 3424 3355 418 2937
internal_count=3735 3675 140 3535 3482 3424 3355 418 2937
is_linear=0
shrinkage=0.0995203


Tree=1350
num_leaves=23
num_cat=0
split_feature=2 26 9 26 17 9 17 8 26 1 1 0 1 1 2 17 0 4 4 2 6 8
split_gain=0.138706 0.310664 0.598512 0.57548 0.662504 0.84757 0.486233 0.481724 0.217712 0.243483 0.726911 0.650123 0.341687 0.50584 0.434376 0.28198 0.245671 0.216115 0.487593 0.333075 0.134158 0.127394
threshold=-0.085944999999999994 0.098705000000000029 0.090695000000000012 0.09032500000000003 0.11639500000000001 0.088085000000000011 0.0021900000000000005 -0.049499999999999995 -0.126245 -0.091829999999999995 -0.088174999999999989 -0.072039999999999979 -0.085184999999999997 -0.084059999999999996 -0.081204999999999986 -0.049834999999999997 0.047575000000000013 0.088230000000000017 0.10606500000000003 -0.097214999999999996 -0.050699999999999995 0.14247500000000005
decision_type=2 2 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 6 -1 -4 20 11 -11 -10 -12 -14 -15 16 -13 19 -19 21 -2 -9
right_child=8 -3 7 -5 -6 -7 -8 17 9 10 12 15 13 14 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.0014343262704573567 0.0088560293982090435 0.0055448081717791742 0.0090053034850285218 -0.014203134275145303 -0.013605246767629897 -0.013839799757431121 0.0079777042282510226 -0.010058821549756515 0.011372292950061763 -0.010744971155101646 0.0061010312791499486 -0.0079211716846304472 -0.0096682536318086244 0.0026295675039432901 -0.00068782742590117903 0.0044416271163090684 0.00100431326156604 0.0091734186756398904 -0.0039196842424806888 0.0038015244876044834 0.0012316867513345253 -0.0026217250559171699
leaf_weight=361 46 65 72 46 49 49 64 46 68 63 90 54 54 509 1685 90 70 60 53 49 46 46
leaf_count=361 46 65 72 46 49 49 64 46 68 63 90 54 54 509 1685 90 70 60 53 49 46 46
internal_value=0 -0.00109559 -0.00157877 -0.00352726 -0.0025867 -0.00144593 -1.50583e-05 0.00181962 0.00029219 0.000128645 -0.000195946 0.00289518 8.79594e-05 -0.000152413 8.1423e-05 0.000197687 -0.00287599 -0.00021405 0.00302516 -0.00281582 0.00505276 -0.00634917
internal_weight=0 960 895 569 523 474 425 326 2775 2683 2401 282 2338 2248 2194 214 124 254 113 141 92 92
internal_count=3735 960 895 569 523 474 425 326 2775 2683 2401 282 2338 2248 2194 214 124 254 113 141 92 92
is_linear=0
shrinkage=0.0995203


Tree=1351
num_leaves=18
num_cat=0
split_feature=18 18 18 5 5 30 8 1 6 20 5 5 26 8 0 1 26
split_gain=0.119115 0.534925 0.51938 0.409353 0.549514 0.321558 0.430208 0.491636 0.363276 0.315851 0.262954 0.365612 0.770695 0.27356 0.211783 0.273324 0.237072
threshold=-0.022504999999999997 -0.017129999999999996 -0.029094999999999999 -0.041054999999999994 -0.025879999999999997 0.080210000000000017 -0.08595499999999999 -0.020614999999999998 -1.0000000180025095e-35 -0.0073549999999999996 0.24444000000000005 0.089620000000000019 0.086580000000000032 -0.067719999999999989 0.076335000000000014 -0.15353499999999998 -0.126245
decision_type=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 8 -8 -6 -1 11 14 -13 -12 15 -3 -17
right_child=1 10 -4 4 5 -7 7 -9 -10 -11 13 12 -14 -15 -16 16 -18
leaf_value=-0.00020008713903278208 0.009423099159465171 0.0067858202532613265 -0.01044800501053225 -0.010806449122890973 0.0098794320503558138 -0.0075500277858248557 0.00085994563500022404 -0.003734103230278462 -0.0013685686927433155 0.011103748789953301 0.00065754955548454053 0.012077451445882178 -0.004359422734362883 -0.0098626446813497529 -0.0055031227689632724 0.0045276622463341545 -0.00025062537007970758
leaf_weight=46 63 61 53 53 74 60 662 354 46 52 46 73 46 52 66 109 1819
leaf_count=46 63 61 53 53 74 60 662 354 46 52 46 73 46 52 66 109 1819
internal_value=0 0.000377098 -0.000783857 -0.000402996 -0.000889534 -0.000449387 -7.36319e-05 -0.000739931 0.00556088 0.00578952 0.000125902 0.000353569 0.00571682 -0.00491624 4.25977e-05 0.00022703 1.90919e-05
internal_weight=0 2335 1400 1347 1249 1196 1136 1016 120 98 2272 2174 119 98 2055 1989 1928
internal_count=3735 2335 1400 1347 1249 1196 1136 1016 120 98 2272 2174 119 98 2055 1989 1928
is_linear=0
shrinkage=0.0995203


Tree=1352
num_leaves=26
num_cat=0
split_feature=5 5 5 0 1 0 17 17 26 26 26 27 0 1 1 0 6 1 5 1 6 6 23 9 9
split_gain=0.180456 0.426998 0.362396 1.06843 0.576341 0.618647 0.441862 0.300587 0.376711 0.609245 0.528272 0.291806 0.471115 0.354874 0.457897 0.591164 0.489162 0.293961 0.690456 0.40221 0.284751 0.958222 0.322065 0.276476 0.37866
threshold=-0.074569999999999984 -0.070260000000000003 -0.091229999999999992 -0.071799999999999989 -0.079434999999999992 -0.08892499999999999 -0.0042049999999999995 -0.065004999999999993 0.08919500000000001 0.09167500000000002 0.08709500000000002 0.085370000000000015 -0.071799999999999989 0.078505000000000019 0.031740000000000011 -0.067059999999999995 -0.074569999999999984 -0.096749999999999989 0.066815000000000027 -0.0064949999999999999 -0.099455000000000002 -0.042294999999999992 -1.0000000180025095e-35 0.088325000000000028 0.09550500000000002
decision_type=2 2 2 2 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 -4 -6 -7 -1 10 -10 20 13 -13 14 17 16 -16 18 -3 -19 22 -22 -9 -11 -25
right_child=1 11 3 -5 5 6 -8 8 9 23 -12 12 -14 -15 15 -17 -18 19 -20 -21 21 -23 -24 24 -26
leaf_value=-0.0063095183698079239 0.0072768899480037518 0.0095311859155849769 -0.013546863591729911 0.0076449557034671762 -0.012807559851926473 0.0082039415225616235 -0.0050667985204120251 0.0036058938165191541 0.013942415307528499 0.0066039864967046029 -0.0092625804511171188 0.001534991302621201 -0.010347978889717318 0.0087899801801883705 -0.001155636827983133 0.0040217540602070501 -0.014337484457464116 -0.00071179117311685779 0.00051829883797798295 0.0039377080059882635 0.0099060922345850667 -0.0022603629585195 -0.003491115137129938 -0.0078024213548973011 0.0030936093700711935
leaf_weight=75 84 113 89 60 47 46 54 82 46 63 68 65 67 48 48 51 67 1366 331 213 104 167 277 54 76
leaf_count=75 84 113 89 60 47 46 54 82 46 63 68 65 67 48 48 51 67 1366 331 213 104 167 277 54 76
internal_value=0 0.000303836 -0.00114346 -0.00420661 -0.00722318 -0.00338899 0.00102956 -0.000246707 0.000237704 0.00364856 -0.000929023 5.62394e-05 -0.00449032 0.000324887 0.000138892 -0.00488538 -0.00884262 0.00055157 0.00281396 -8.40761e-05 -2.8228e-05 0.00240566 -0.00186779 0.00119085 -0.00142614
internal_weight=0 2453 1308 296 236 147 100 1012 937 239 698 2369 132 2237 2189 166 115 2023 444 1579 630 271 359 193 130
internal_count=3761 2453 1308 296 236 147 100 1012 937 239 698 2369 132 2237 2189 166 115 2023 444 1579 630 271 359 193 130
is_linear=0
shrinkage=0.0995203


Tree=1353
num_leaves=25
num_cat=0
split_feature=8 8 8 20 8 0 17 1 17 17 8 9 27 6 2 1 18 18 3 4 6 18 3 8
split_gain=0.175533 0.408708 0.304781 0.817582 0.505695 0.24373 0.230034 0.52856 0.381668 0.960457 0.611839 0.57974 0.465496 0.744242 0.615835 0.530795 0.455007 0.496268 0.354578 0.285378 0.396091 0.215049 0.941205 0.292823
threshold=-0.085764999999999994 -0.085289999999999991 -0.084554999999999991 -0.0070099999999999997 -0.083849999999999994 0.15834000000000004 0.24923500000000007 -0.000195 -0.0062099999999999994 -0.011174999999999999 -0.086914999999999992 0.084380000000000024 0.083650000000000016 0.085845000000000019 -0.082084999999999991 -0.079250000000000001 -0.093649999999999997 -0.029094999999999999 0.087625000000000022 0.11394500000000003 -0.25061999999999995 0.089020000000000016 0.086850000000000024 -0.081234999999999988
decision_type=2 2 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 -4 21 8 -8 9 10 16 18 13 14 -13 -15 -1 -18 -10 -20 -21 23 -23 -6
right_child=1 2 4 -5 5 -7 7 -9 11 -11 -12 12 -14 15 -16 -17 17 -19 19 20 -22 22 -24 -25
leaf_value=0.0089215072224553844 0.008772053721310024 0.0037262981825523164 0.0078545483095895947 -0.014926721901425022 -0.0026070051365253365 0.0065856773697015557 -0.0051055888228039052 0.0082142790339789409 0.0055632432505367856 0.010329071935026213 -0.010334123386338163 -0.022477718830194126 0.002292024951048671 0.0038302017045046505 -0.008159094249062325 -0.0097797263530014049 -0.010295302161513416 0.00020129238651204088 -0.0086311893417876998 -0.0056843380952962957 0.0071728276723514936 -0.015375451227854674 -0.00052947038685062541 0.00091501544974465041
leaf_weight=49 55 47 85 46 276 55 49 74 79 79 67 48 49 61 79 53 52 313 52 49 46 47 424 1527
leaf_count=49 55 47 85 46 276 55 49 74 79 79 67 48 49 61 79 53 52 313 52 49 46 47 424 1527
internal_value=0 0.000285469 9.89589e-05 -0.00549113 0.000314658 3.91275e-05 -0.00117337 0.00290133 -0.00163992 0.00015788 -0.00151095 -0.0035926 -0.0065375 -0.00833611 -0.0135773 -0.00249004 -8.10631e-05 -0.00129187 0.000182625 -0.00270343 0.00053262 -0.00011885 -0.00201266 0.000375417
internal_weight=0 2562 2507 93 2414 2329 1199 123 1076 560 481 516 290 241 127 114 414 365 226 147 95 2274 471 1803
internal_count=3761 2562 2507 93 2414 2329 1199 123 1076 560 481 516 290 241 127 114 414 365 226 147 95 2274 471 1803
is_linear=0
shrinkage=0.0995203


Tree=1354
num_leaves=22
num_cat=0
split_feature=8 8 8 18 10 8 8 18 9 4 17 20 26 17 9 18 3 18 18 4 26
split_gain=0.161722 0.419068 0.386842 0.254217 0.215449 0.212968 0.370001 0.319552 0.471959 0.748696 0.608359 0.361469 0.184354 0.379881 0.246336 0.158494 0.624775 0.392571 0.256823 0.141246 0.115903
threshold=-0.087444999999999995 -0.086914999999999992 -0.086304999999999993 -0.099739999999999995 0.09056500000000002 -0.092299999999999993 -0.091284999999999991 -0.020389999999999998 -0.20504500000000001 0.077430000000000013 -0.053765 -0.075334999999999999 0.084165000000000031 -0.0092949999999999994 -0.0090649999999999984 0.089020000000000016 0.086775000000000033 0.10665500000000003 0.082540000000000016 0.089610000000000009 0.088245000000000032
decision_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 -1 15 7 -7 -5 -9 11 -11 -10 14 -14 -8 18 -17 -18 19 -4 -15
right_child=1 2 4 5 -6 6 12 8 9 10 -12 -13 13 20 -16 16 17 -19 -20 -21 -22
leaf_value=0.0059764386834978154 0.0080658651428013629 -0.007545182286194726 0.00069432122363034864 -0.0073801115852151272 0.0062250648094016106 -0.011232120123184768 -0.0036554241426194583 0.007136224720361229 0.010405113066342378 0.0042939474406407585 -0.0083705424492082087 0.00083111118309584702 0.00066351704498129633 -0.011352465457089444 0.0063192400116867248 -0.011699257455128981 -0.004171051206618522 0.001841625207985357 0.0063244820504114721 -0.0014050182007993683 -0.0045147254861497245
leaf_weight=46 66 65 1581 60 58 53 49 84 48 49 160 211 91 54 49 53 167 302 72 397 46
leaf_count=46 66 65 1581 60 58 53 49 84 48 49 160 211 91 54 49 53 167 302 72 397 46
internal_value=0 0.000231004 3.88255e-05 -0.00124599 0.000226574 -0.0015951 -0.00358458 -0.000481995 0.000266318 -0.000964994 -0.00539744 0.00260861 -0.00217925 -0.00398079 0.00132356 9.09868e-05 -0.00145681 -0.000297604 0.000485509 0.000272554 -0.00821529
internal_weight=0 2761 2695 1000 2630 954 342 612 552 468 209 259 289 191 98 2572 522 469 2050 1978 100
internal_count=3761 2761 2695 1000 2630 954 342 612 552 468 209 259 289 191 98 2572 522 469 2050 1978 100
is_linear=0
shrinkage=0.0995203


Tree=1355
num_leaves=19
num_cat=0
split_feature=35 20 20 7 1 1 0 4 26 3 3 21 0 0 29 20 0 3
split_gain=0.163261 0.12895 0.427144 0.265096 0.244174 0.479211 0.635736 0.373849 0.24164 0.320902 0.387266 0.302078 0.37564 0.570952 0.324263 0.354005 0.263196 0.227922
threshold=0.004000000000000001 -0.083495 -0.085039999999999991 0.079440000000000024 0.058455000000000014 -0.0051399999999999996 -0.13955999999999999 0.08167000000000002 0.086645000000000014 0.084145000000000011 0.084735000000000019 0.10496500000000002 -0.225295 -0.16132499999999997 -1.0000000180025095e-35 -0.009049999999999999 -0.11170000000000001 0.11523000000000001
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 5 6 -1 -8 11 -10 -11 12 -3 -14 -13 -16 -12 -6
right_child=-2 3 -4 -5 17 -7 7 -9 9 10 16 14 13 -15 15 -17 -18 -19
leaf_value=-0.011517069416712449 -0.0060380961286936258 -0.0043636255309230194 -0.0094766796544636205 -0.0051495950716514147 -0.00835757609192141 0.0081852655489551198 -0.0016553400049982049 0.0062813524129866532 -0.0063645164407802454 0.008257256043460089 -0.007301319520111183 0.0052098350619759256 0.012606486550614634 0.0018371266946739357 -0.0098349642446188563 -0.00053224359972576423 -0.00021885337067416514 0.00075277450666012575
leaf_weight=48 46 90 59 90 66 69 181 87 88 52 54 46 51 1126 67 103 1392 46
leaf_count=48 46 90 59 90 66 69 181 87 88 52 54 46 51 1126 67 103 1392 46
internal_value=0 -7.21694e-05 -0.00146991 0.000173582 -0.000517764 0.000670147 -0.000968223 0.00091807 0.000329953 -0.000523603 -0.000179932 0.00124334 0.00183016 0.00230446 -0.00219496 -0.00420343 -0.00048391 -0.00460852
internal_weight=0 3715 556 3159 497 385 316 268 3069 1586 1498 1483 1267 1177 216 170 1446 112
internal_count=3761 3715 556 3159 497 385 316 268 3069 1586 1498 1483 1267 1177 216 170 1446 112
is_linear=0
shrinkage=0.0995203


Tree=1356
num_leaves=18
num_cat=0
split_feature=13 20 20 7 6 26 6 26 3 26 8 18 6 18 8 18 8
split_gain=0.200943 0.147883 0.434388 0.197024 0.150949 0.462379 0.514995 0.72455 0.421356 0.400486 0.254217 0.43745 0.892441 0.450524 0.4329 0.653957 0.364788
threshold=0.089365000000000014 -0.16295499999999999 -0.240845 0.097640000000000018 0.085570000000000021 0.088325000000000028 0.087670000000000012 0.08896500000000003 0.083875000000000019 -0.010295 -0.085605000000000001 -0.06656999999999999 0.016740000000000005 -0.087724999999999984 -0.092299999999999993 -0.025079999999999998 -0.409445
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 10 8 -7 -8 -6 -10 14 13 -13 -12 16 -16 -3
right_child=-2 3 -4 -5 5 6 7 -9 9 -11 11 12 -14 -15 15 -17 -18
leaf_value=0.00088988002621627753 0.0063985949868919905 -0.0036283211731147546 -0.011211704107716578 -0.0060534027346027461 -0.0041414010229433385 0.0090000197968399948 -0.013247842977629256 -0.00032870194765118944 -0.0036213309364134462 0.0063386284340472441 -0.0003399797738931456 0.00096495117744736369 0.014272252235287931 -0.0069927341378109888 0.0018941030887647341 -0.0073611846903044878 0.0022991945526116288
leaf_weight=81 47 159 46 53 58 53 46 661 46 301 506 862 53 126 110 241 291
leaf_count=81 47 159 46 53 58 53 46 661 46 301 506 862 53 126 110 241 291
internal_value=0 -0.000149765 -0.00348693 -3.06853e-05 5.99454e-05 0.00098628 -0.000460095 -0.00117043 0.00370249 0.00501593 -0.000399323 0.000345368 0.00173665 -0.00166762 -0.00183859 -0.00445834 0.000202986
internal_weight=0 3693 127 3566 3513 1165 760 707 405 347 2348 1547 915 632 801 351 450
internal_count=3740 3693 127 3566 3513 1165 760 707 405 347 2348 1547 915 632 801 351 450
is_linear=0
shrinkage=0.0995203


Tree=1357
num_leaves=12
num_cat=0
split_feature=12 21 19 18 26 26 8 2 3 18 2
split_gain=0.315164 0.163101 0.192416 0.14182 0.338044 0.307064 0.338064 0.596806 0.274525 0.205292 0.176928
threshold=0.097490000000000021 0.15665000000000004 0.14061500000000002 -0.13579499999999997 -0.22971 -0.085605000000000001 -0.057284999999999996 -0.0097149999999999997 0.11578500000000001 -0.112385 0.31534000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 8 -8 -7 -6 -11
right_child=-2 -3 -4 4 9 6 7 -9 -10 10 -12
leaf_value=0.0039308988258747223 0.0075588569120234716 -0.0050359435230393221 0.0062457351414359893 -0.0061570692728648083 0.0062300731661228091 0.0033326831411661507 -0.013696323471383675 0.00030293944452251185 -0.0055903952873041837 0.00025057646721319123 -0.0035566094567884027
leaf_weight=66 53 67 47 85 55 83 68 54 58 2978 126
leaf_count=66 53 67 47 85 55 83 68 54 58 2978 126
internal_value=0 -0.000170333 -8.00525e-05 -0.000163492 3.59335e-05 -0.00213236 -0.00365705 -0.00749322 -0.000331998 0.000202829 9.57684e-05
internal_weight=0 3687 3620 3573 3244 329 263 122 141 3159 3104
internal_count=3740 3687 3620 3573 3244 329 263 122 141 3159 3104
is_linear=0
shrinkage=0.0995203


Tree=1358
num_leaves=15
num_cat=0
split_feature=12 7 21 18 6 6 5 6 22 0 0 27 27 3
split_gain=0.255553 0.138592 0.198043 0.300651 0.258339 0.471641 0.343052 0.379376 0.322447 0.235198 0.311649 0.233127 0.328208 0.278537
threshold=0.097490000000000021 -0.073114999999999999 0.10940500000000002 0.14808000000000004 -0.068019999999999983 -0.078305 0.40431000000000011 -0.049814999999999991 0.092440000000000022 -0.23099 -0.18357499999999999 0.091025000000000009 0.086250000000000021 0.10920500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 8 -6 -8 -4 -3 -11 12 -12 -13
right_child=-2 2 3 -5 6 -7 7 -9 -10 10 11 13 -14 -15
leaf_value=0.0037481443922033849 0.0068065979931086649 -0.0058184016792390209 -0.0070021261159658585 -0.0097114691727246058 0.0084045666472116684 -0.011434934063745137 0.0034328624332014483 -0.0077250315871814105 0.0031773051420212468 0.0061576325376154067 2.7656439438828117e-05 0.00029172459512606511 0.0076555174507199515 -0.0081407439390976093
leaf_weight=88 53 67 49 48 50 57 70 53 83 83 2827 80 57 75
leaf_count=88 53 67 49 48 50 57 70 53 83 83 2827 80 57 75
internal_value=0 -0.000153337 -0.000248961 -0.00230787 -0.00132392 -0.00386868 0.00145146 -0.00136836 -0.000595223 1.5491e-05 0.000140952 -2.31039e-05 0.000178699 -0.00378322
internal_weight=0 3687 3599 410 362 189 173 123 132 3189 3122 3039 2884 155
internal_count=3740 3687 3599 410 362 189 173 123 132 3189 3122 3039 2884 155
is_linear=0
shrinkage=0.0995203


Tree=1359
num_leaves=12
num_cat=0
split_feature=12 20 17 7 17 4 4 6 5 1 5
split_gain=0.207215 0.131976 0.28522 0.222882 0.141816 0.494211 0.520517 0.514356 0.345616 0.242561 0.281641
threshold=0.097490000000000021 -0.16295499999999999 -0.14169499999999999 0.099030000000000021 -0.13530499999999998 0.10739000000000003 0.10252500000000002 -0.0097999999999999979 0.19791500000000004 -0.37983499999999998 0.063170000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -3 9 -6 -11
right_child=-2 3 -4 -5 8 -7 -8 -9 -10 10 -12
leaf_value=-0.0095455938245135753 0.0061292041096300065 -0.0012381354770681764 0.00032551865080643035 -0.006624603386398295 0.0056302504100696838 0.01125163969560131 -0.0094018058032243907 0.0041727515332336991 -0.0078741541528827876 -7.6569164311111868e-05 -0.0059693612862425889
leaf_weight=46 53 369 78 50 71 46 48 329 58 2509 83
leaf_count=46 53 369 78 50 71 46 48 329 58 2509 83
internal_value=0 -0.000138011 -0.00332975 -2.67017e-05 6.69723e-05 0.00123918 0.000620696 0.0013111 -0.000273922 -0.000108082 -0.000265582
internal_weight=0 3687 124 3563 3513 792 746 698 2721 2663 2592
internal_count=3740 3687 124 3563 3513 792 746 698 2721 2663 2592
is_linear=0
shrinkage=0.0995203


Tree=1360
num_leaves=8
num_cat=0
split_feature=4 8 8 1 30 4 4
split_gain=0.213704 0.163704 0.344746 0.192311 0.160678 0.25026 0.545307
threshold=0.15028500000000003 -0.50270999999999988 -0.42187000000000002 -0.52333999999999992 0.096655000000000033 0.13584500000000002 0.12868000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.0042386237716200608 -0.0056535344547391925 0.0085833510440649231 -0.0051103127910303078 0.00012945923012243433 0.0043457380523964084 0.0064006215130527257 -0.010143161062107418
leaf_weight=84 65 48 69 3244 90 61 52
leaf_count=84 65 48 69 3244 90 61 52
internal_value=0 0.00010346 0.000206028 9.14289e-05 0.000195792 8.42893e-05 -3.23606e-05
internal_weight=0 3648 3564 3516 3447 3357 3296
internal_count=3713 3648 3564 3516 3447 3357 3296
is_linear=0
shrinkage=0.0995203


Tree=1361
num_leaves=10
num_cat=0
split_feature=9 12 12 21 5 21 2 21 3
split_gain=0.191879 0.230286 0.193392 0.142673 0.494576 0.180395 0.143682 0.407488 0.192818
threshold=-0.25326499999999996 -0.085239999999999996 -0.006685 -0.085914999999999991 -0.056974999999999998 -0.084574999999999997 0.14685000000000001 0.094920000000000018 0.12212000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 8 -8 -7
right_child=1 2 3 5 -6 6 7 -9 -10
leaf_value=-0.0047288422535827239 0.0069581694840839233 -0.0057836234263488129 -0.0029926100766171685 -0.0062173466765632164 0.008040820141951302 -4.7480985199792366e-05 0.00090863178376483344 -0.0098712774527655416 0.0026241013338415397
leaf_weight=83 48 56 74 46 88 2872 97 54 295
leaf_count=83 48 56 74 46 88 2872 97 54 295
internal_value=0 0.000110591 1.86026e-05 0.000110986 0.00299581 -2.76949e-05 5.78704e-05 -0.00294102 0.000201113
internal_weight=0 3630 3582 3526 162 3364 3318 151 3167
internal_count=3713 3630 3582 3526 162 3364 3318 151 3167
is_linear=0
shrinkage=0.0995203


Tree=1362
num_leaves=14
num_cat=0
split_feature=9 7 2 2 2 2 2 2 0 2 2 5 26
split_gain=0.155584 0.202564 0.192506 0.143091 0.441708 0.358921 0.908853 0.296193 0.689392 0.53548 0.457496 0.42076 0.324249
threshold=-0.25326499999999996 -0.22253999999999999 0.31852000000000008 -0.08342999999999999 -0.082830000000000001 -0.082484999999999989 -0.082234999999999989 -0.08569499999999998 -0.089674999999999991 -0.086414999999999992 -0.084804999999999992 -0.0089549999999999994 0.087170000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 -6 -7 9 -9 12 -10 -11 -3
right_child=1 2 -4 4 5 6 -8 8 10 11 -12 -13 -14
leaf_value=-0.0042582266404165622 0.0063273729758758467 -0.0019742634898985514 -0.0062492697889309614 0.0073962405708864615 -0.0073742231247286971 0.011815124876231159 0.00012205328375192927 0.0060469303594406663 -0.012601844628253374 0.00040907739234409421 -0.0028435469850935954 0.01353700932736438 0.0022157126638997311
leaf_weight=83 51 622 48 90 59 68 2074 56 75 48 131 49 259
leaf_count=83 51 622 48 90 59 68 2074 56 75 48 131 49 259
internal_value=0 9.95401e-05 1.0566e-05 9.58934e-05 0.000562186 0.000282366 0.000493644 -0.00076496 -0.0037367 3.0313e-05 -0.0064003 0.00704916 -0.000741548
internal_weight=0 3630 3579 3531 2291 2201 2142 1240 262 978 206 97 881
internal_count=3713 3630 3579 3531 2291 2201 2142 1240 262 978 206 97 881
is_linear=0
shrinkage=0.0995203


Tree=1363
num_leaves=13
num_cat=0
split_feature=4 29 26 4 3 4 26 4 4 4 4 4
split_gain=0.141883 0.133472 0.318202 0.256524 0.26571 0.231516 0.415989 0.496933 0.514984 0.181953 0.291991 0.596066
threshold=0.15028500000000003 0.0035350000000000004 0.0054200000000000012 0.13424500000000003 0.13775000000000004 0.11189500000000001 -0.066534999999999997 0.12061000000000001 0.11474000000000002 0.10868000000000001 0.10662500000000001 0.10423500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 9 -7 8 -8 10 11 -1
right_child=-2 2 -4 4 -6 6 7 -9 -10 -11 -12 -13
leaf_value=0.00010919252189172411 -0.0046068089201670255 -0.006559143406122671 0.0028378476850792014 0.0090378679825175983 0.00038530913781084392 0.003339254936296616 -0.0094980011381052623 -0.01314170306944307 0.0044097717088115163 0.0059881370200446397 -0.0070254467103101547 0.011067088554643273
leaf_weight=2961 65 90 59 65 77 72 47 58 60 54 55 50
leaf_count=2961 65 90 59 65 77 72 47 58 60 54 55 50
internal_value=0 8.40782e-05 -0.00283269 0.000208519 0.00435175 3.30174e-05 -0.00296538 -0.00572145 -0.0016916 0.000261042 0.000159907 0.000291429
internal_weight=0 3648 149 3499 142 3357 237 165 107 3120 3066 3011
internal_count=3713 3648 149 3499 142 3357 237 165 107 3120 3066 3011
is_linear=0
shrinkage=0.0995203


Tree=1364
num_leaves=12
num_cat=0
split_feature=4 12 21 9 21 21 18 9 2 2 17
split_gain=0.181721 0.186706 0.174587 0.395711 0.178413 0.266836 0.636661 0.282903 0.220322 0.633331 0.302272
threshold=0.15340500000000004 -0.08727 -0.091869999999999993 0.085465000000000027 -0.08564999999999999 -0.042694999999999997 -0.025079999999999998 0.084115000000000009 -0.083204999999999987 -0.082294999999999993 -0.13530499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -8 10 -10 -7
right_child=-2 2 4 -5 5 8 7 -9 9 -11 -12
leaf_value=0.0064998689214817457 -0.0050995224518648524 0.009834496026966618 -0.0048774324923766292 -0.0025623906117445902 0.012771211992175206 0.0012100259749510389 -0.0058921098688930031 0.0037332657961938048 0.0071133056227028618 0.0001662179844908886 -0.002255621489805684
leaf_weight=48 62 57 69 46 56 373 49 79 139 2006 750
leaf_count=48 62 57 69 46 56 373 49 79 139 2006 750
internal_value=0 0.000333059 0.000251154 0.00429008 0.000132771 0.000233154 0.00392067 4.21553e-05 2.52831e-05 0.000616784 -0.00110379
internal_weight=0 3672 3624 103 3521 3452 184 128 3268 2145 1123
internal_count=3734 3672 3624 103 3521 3452 184 128 3268 2145 1123
is_linear=0
shrinkage=0.0995203


Tree=1365
num_leaves=14
num_cat=0
split_feature=1 4 0 21 20 0 21 0 5 21 29 26 1
split_gain=0.222073 0.189868 0.158444 0.686125 0.716247 0.554042 0.163626 0.186968 0.175546 0.181277 0.275647 0.263743 0.140443
threshold=0.62916000000000016 0.14903500000000006 -0.16969499999999998 1.0000000180025095e-35 -0.071149999999999991 -0.23177499999999998 0.12742000000000003 -0.054850000000000003 0.63455500000000009 -0.0065999999999999991 0.088460000000000025 0.083825000000000024 0.063010000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 8 12 9 11 -11 -4 -8
right_child=-2 -3 6 4 -6 -7 7 -9 -10 10 -12 -13 -14
leaf_value=0.00097273541904007073 -0.0062389524683598395 0.0060611074163021061 0.0050515661155979309 0.0074950849358340153 -0.0081583541598122984 0.01513752691789909 0.0095615994114243222 -0.00092199675220555881 0.0054645580681723163 -0.00034324599313774988 -0.0069526085627223582 -0.00017492518885711618 0.0020387191103930741
leaf_weight=52 52 56 151 46 78 58 50 68 55 2695 64 260 49
leaf_count=52 52 56 151 46 78 58 50 68 55 2695 64 260 49
internal_value=0 0.000309931 0.000220884 0.00272564 -0.00234483 0.00844889 4.78494e-05 0.00308552 -0.000109196 -0.00020616 -0.000496859 0.00174328 0.00584643
internal_weight=0 3682 3626 234 124 110 3392 167 3225 3170 2759 411 99
internal_count=3734 3682 3626 234 124 110 3392 167 3225 3170 2759 411 99
is_linear=0
shrinkage=0.0995203


Tree=1366
num_leaves=11
num_cat=0
split_feature=18 0 0 18 18 21 21 0 6 3
split_gain=0.151778 0.335142 0.434388 0.200595 0.168718 0.162649 0.185017 0.157591 0.196553 0.130052
threshold=-0.24388499999999999 -0.049174999999999996 -0.064859999999999987 -0.15202999999999997 -0.1394 -0.091869999999999993 -0.084759999999999988 -0.25289499999999993 0.15358000000000002 0.091140000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 -5 -6 -7 -8 -9 -2
right_child=3 -3 -4 4 5 6 7 8 -10 -11
leaf_value=0.0046662303698730154 -0.0082480418738510031 0.01002484940940628 -0.0066664382758981821 0.0059733174278744968 0.0042417607474132925 -0.0044992463757702371 0.0054824953265460458 -0.00011439968943850956 0.0049441699264343624 -0.00096337398876508663
leaf_weight=91 46 49 53 49 91 89 53 3083 78 52
leaf_count=91 46 49 53 49 91 89 53 3083 78 52
internal_value=0 0.00291463 0.000489493 4.84212e-05 0.000175023 9.10698e-05 -2.30369e-05 0.000100661 1.01653e-05 -0.00439106
internal_weight=0 193 144 3541 3443 3394 3303 3214 3161 98
internal_count=3734 193 144 3541 3443 3394 3303 3214 3161 98
is_linear=0
shrinkage=0.0995203


Tree=1367
num_leaves=9
num_cat=0
split_feature=4 12 12 36 4 5 3 6
split_gain=0.170345 0.154847 0.139326 0.148633 0.17972 0.399596 0.383167 0.186966
threshold=0.15340500000000004 -0.08727 -0.006685 1.0000000180025095e-35 0.13279000000000005 -0.40939500000000001 0.014805000000000004 -0.46885499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4 -8
right_child=-2 2 3 -5 5 -7 7 -9
leaf_value=0.005880779754927329 -0.0049951528532029589 -0.0044483654448232608 -0.0089633584889048188 0.0057735322469664313 0.0087063423306881632 -0.0024045828834172666 -0.0058573154713934331 0.00027396703452841595
leaf_weight=48 62 63 46 48 73 57 50 3287
leaf_count=48 62 63 46 48 73 57 50 3287
internal_value=0 0.000264758 0.000190148 0.000272441 0.000197043 0.00382833 5.72603e-05 0.000181853
internal_weight=0 3672 3624 3561 3513 130 3383 3337
internal_count=3734 3672 3624 3561 3513 130 3383 3337
is_linear=0
shrinkage=0.0995203


Tree=1368
num_leaves=15
num_cat=0
split_feature=17 1 26 26 26 3 18 20 17 17 19 26 26 3
split_gain=0.147552 0.108394 0.383828 0.462257 0.456514 0.494301 0.549106 0.144061 0.1991 0.19279 0.266228 0.154028 0.337807 0.0422749
threshold=0.6218950000000002 -0.098224999999999993 0.10144500000000002 0.091025000000000023 0.0054200000000000012 0.11426500000000002 0.086510000000000017 0.14567000000000005 0.51544000000000012 0.41435500000000008 0.10901000000000002 -0.236315 -0.22491999999999998 0.11816500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 11 -11 -3 -13 -9
right_child=-2 7 -4 -5 -6 -7 -8 13 -10 10 -12 12 -14 -15
leaf_value=-0.00036657540710419243 -0.0045668401523946056 0.0042410786107061893 0.0095945917798396993 -0.0087061011351225112 0.008329367886567185 -0.0080234531919385083 0.010065733244150554 0.0060183662631736311 0.0056334045151432612 -0.008377183852038287 0.00077097828782745151 -0.0082676926014744034 -1.2846703802364228e-05 0.0017860922634097374
leaf_weight=241 64 81 53 47 83 61 63 46 59 66 60 50 2737 49
leaf_count=241 64 81 53 47 83 61 63 46 59 66 60 50 2737 49
internal_value=0 0.000252416 0.00154418 0.000680565 0.00166715 0.000149942 0.00179269 2.72868e-05 -9.12103e-05 -0.000204293 -0.00401442 -3.66175e-05 -0.000161236 0.00384402
internal_weight=0 3696 548 495 448 365 304 3148 3053 2994 126 2868 2787 95
internal_count=3760 3696 548 495 448 365 304 3148 3053 2994 126 2868 2787 95
is_linear=0
shrinkage=0.0995203


Tree=1369
num_leaves=28
num_cat=0
split_feature=20 20 20 3 3 3 2 18 9 18 4 5 3 20 3 26 26 26 18 5 9 3 2 4 3 9 9
split_gain=0.0910648 0.422264 0.292196 0.230664 0.834518 0.696612 0.376462 0.478724 0.446511 0.195596 0.189113 0.641644 0.183128 0.545255 0.507218 0.412569 0.824868 0.420742 0.354144 0.307526 0.230928 0.392643 0.25024 0.291234 0.162641 0.149892 0.0806034
threshold=-0.074879999999999988 -0.076664999999999997 -0.071559999999999999 0.10057000000000002 0.10525500000000003 0.094685000000000033 -0.10165999999999999 0.086065000000000016 0.083235000000000017 0.10492000000000003 0.10557500000000002 0.40249000000000007 0.09940000000000003 -0.014955 0.10174000000000002 0.091275000000000023 0.090545000000000028 0.089005000000000015 -0.082654999999999992 -0.082635 -0.040564999999999997 0.13547000000000003 0.14685000000000001 0.12435500000000002 0.15361500000000003 0.092855000000000021 0.095585000000000017
decision_type=2 2 2 2 2 2 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 -5 6 -1 8 -8 -9 11 25 13 -4 -14 16 17 -15 -17 -20 21 -16 23 -22 -23 -6 -13
right_child=2 -3 12 4 10 -7 7 9 -10 -11 -12 26 14 15 20 18 -18 -19 19 -21 22 24 -24 -25 -26 -27 -28
leaf_value=0.0080035020557117139 0.0079150298286366754 -0.009762207215370116 -0.007810645305557062 -0.013652457242613419 0.011093732930679863 0.0090710266273252346 -0.0093095749689609212 0.0098221409074136408 -0.0010568941181242917 0.0007208167126692836 -0.0040893524890633992 -0.0073006466423076047 0.010488423230837313 0.0013364532248213955 0.0095586644596566562 -0.010166904449742121 0.01379583295329191 -0.0043618027140020291 -0.0059110960689091902 5.5987489589544034e-05 -6.6127586008943979e-05 -0.0036440194222954378 -0.0054570858315463678 0.0077579397325821201 0.0038777040110078297 0.0033179059644844219 -0.0014146261115935913
leaf_weight=48 51 48 90 54 49 89 81 46 329 48 83 46 58 1009 74 50 49 147 112 361 500 55 75 52 59 50 47
leaf_count=48 51 48 90 54 49 89 81 46 329 48 83 46 58 1009 74 50 49 147 112 361 500 55 75 52 59 50 47
internal_value=0 -0.000650246 0.000451833 -0.000198501 -0.00234133 0.000900051 -0.000415888 -0.00121936 -0.0026893 0.00518337 -0.000117255 0.00159559 0.000310086 -0.00025844 0.00149496 0.000134431 0.00114796 0.00061114 -0.00219919 -0.00135521 0.000853932 0.00391332 -6.20929e-05 0.00066944 0.000241621 0.00717482 -0.0043348
internal_weight=0 1018 2742 970 329 641 552 504 410 94 275 192 2691 1818 873 1728 1205 1156 523 473 815 188 627 552 114 99 93
internal_count=3760 1018 2742 970 329 641 552 504 410 94 275 192 2691 1818 873 1728 1205 1156 523 473 815 188 627 552 114 99 93
is_linear=0
shrinkage=0.0995203


Tree=1370
num_leaves=10
num_cat=0
split_feature=17 11 11 0 0 3 3 4 4
split_gain=0.117968 0.0971781 0.168421 0.14307 0.182736 0.324689 0.249232 0.185514 0.350838
threshold=0.6218950000000002 -0.40069499999999997 -0.16409499999999999 0.15834000000000004 -0.0083449999999999983 0.11165000000000001 0.10174000000000002 0.13881500000000005 0.13062500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 8 -4
right_child=-2 2 3 -5 5 -7 -8 -9 -10
leaf_value=-0.0043330949317148919 -0.0040976062871799362 0.006253381632228678 -1.6465368860831892e-05 -0.0050404378226116724 0.0030588553409713671 0.008760866002321812 -0.0036689838317368224 -0.0051377814229539532 0.0065788390748968721
leaf_weight=46 64 46 3087 51 171 66 80 67 82
leaf_count=46 64 46 3087 51 171 66 80 67 82
internal_value=0 0.000211526 0.000269025 0.000192416 0.000267759 0.00254815 0.000911262 4.41186e-05 0.000153934
internal_weight=0 3696 3650 3604 3553 317 251 3236 3169
internal_count=3760 3696 3650 3604 3553 317 251 3236 3169
is_linear=0
shrinkage=0.0995203


Tree=1371
num_leaves=15
num_cat=0
split_feature=10 10 8 2 8 17 9 5 17 5 8 8 6 22
split_gain=0.0985484 0.133163 0.103566 0.367426 0.259694 1.17699 1.1199 0.245245 0.446622 0.385807 0.240603 0.303053 0.506154 0.144701
threshold=0.09407500000000002 0.086935000000000026 -0.098504999999999995 0.50951500000000005 -0.092094999999999996 -0.0058449999999999995 0.087765000000000024 0.15627500000000003 -0.059294999999999994 -0.11930499999999999 -0.090809999999999988 -0.08731499999999999 0.085955000000000018 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -4 -7 8 -1 -10 -6 12 -12 -13
right_child=-2 -3 4 -5 10 6 -8 -9 9 -11 11 13 -14 -15
leaf_value=-0.0069737006987688451 -0.0037470606746918614 0.0041088229539859092 0.0066031480952293536 0.0093862548738128816 0.0055343549907402685 -0.020594083398626273 4.8231358466539207e-05 0.0070619497201402266 -0.0014863450512929168 0.0063816092864348271 -0.0067640141150896666 9.7713088367270252e-05 0.0019433296755435204 0.0030594163205203504
leaf_weight=80 64 84 65 52 79 53 51 49 161 100 161 2474 112 175
leaf_count=80 64 84 65 52 79 53 51 49 161 100 161 2474 112 175
internal_value=0 0.000191422 0.000100093 0.00152734 -9.86526e-05 -0.00389459 -0.0104635 0.000477386 -0.000466383 0.00152506 0.000114841 -3.14023e-05 -0.00318877 0.00029368
internal_weight=0 3696 3612 442 3170 169 104 390 341 261 3001 2922 273 2649
internal_count=3760 3696 3612 442 3170 169 104 390 341 261 3001 2922 273 2649
is_linear=0
shrinkage=0.0995203


Tree=1372
num_leaves=29
num_cat=0
split_feature=1 0 20 6 0 2 5 20 6 0 11 3 2 2 0 3 0 0 9 20 0 3 21 1 5 0 21 6
split_gain=0.225648 0.894031 0.634739 0.671867 0.325769 0.642698 0.81357 0.635388 0.84555 0.467451 0.508633 0.417915 0.383863 0.386958 0.479982 0.386208 0.313471 0.469328 0.466284 0.336806 0.282559 0.60953 0.515487 0.316108 0.447234 0.284933 0.146358 0.11645
threshold=0.0022300000000000006 -0.14731999999999998 -0.068114999999999995 -0.0048649999999999995 -0.10806499999999999 0.11804000000000002 -0.16926499999999997 -0.08588999999999998 -0.12272499999999999 -0.096724999999999992 -0.084384999999999988 0.11404500000000002 0.0049750000000000011 -0.065379999999999994 -0.068604999999999985 0.089985000000000023 -0.094389999999999988 -0.10096999999999999 0.08006000000000002 0.09327000000000002 -0.088484999999999994 0.085545000000000024 0.085855000000000029 -0.0064949999999999999 -0.029944999999999996 -0.085794999999999996 0.09266000000000002 -0.14213999999999999
decision_type=2 2 2 2 2 2 2 2 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 7 -2 -9 26 -11 -7 13 15 -15 -12 17 18 -3 20 21 -18 -23 25 -25 -22 -6 -13
right_child=4 16 3 -5 9 11 -8 8 -10 10 12 27 -14 14 -16 -17 19 -19 -20 -21 23 22 -24 24 -26 -27 -28 -29
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leaf_weight=52 49 72 48 65 50 50 58 73 88 60 60 46 67 60 76 250 68 91 47 73 215 61 67 49 46 1673 61 58
leaf_count=52 49 72 48 65 50 50 58 73 88 60 60 46 67 60 76 250 68 91 47 73 215 61 67 49 46 1673 61 58
internal_value=0 -0.000527594 -0.00761948 -0.00342311 0.00116692 0.00334152 0.00628629 0.00339971 0.00642227 -0.000173527 0.000970321 -0.00177783 0.00198563 0.000928437 -0.0034946 0.00287151 -5.19723e-05 0.00362504 -0.000482648 -0.000395219 -0.000172068 -0.00377697 0.000261888 0.000183829 0.00578551 -9.76017e-05 -0.00608563 0.0018103
internal_weight=0 2627 165 113 1106 422 268 210 161 684 573 154 513 446 136 310 2462 210 119 2252 2179 196 128 1983 95 1888 111 104
internal_count=3733 2627 165 113 1106 422 268 210 161 684 573 154 513 446 136 310 2462 210 119 2252 2179 196 128 1983 95 1888 111 104
is_linear=0
shrinkage=0.0995203


Tree=1373
num_leaves=30
num_cat=0
split_feature=18 18 21 18 0 0 9 9 0 8 20 20 2 17 17 17 2 18 17 18 20 20 18 18 2 18 17 9 2
split_gain=0.160938 0.383192 0.451766 0.35783 0.628636 0.256933 0.311594 0.454327 0.24749 0.267425 0.370219 0.766921 0.559122 0.410473 0.47876 0.308738 0.307436 0.402101 0.499103 1.46078 0.894189 0.435047 0.636787 0.354796 0.713614 0.297732 0.272065 0.243511 0.234159
threshold=0.0057900000000000009 0.084900000000000017 0.08167000000000002 0.086800000000000016 -0.19631499999999999 -0.14075499999999999 -0.078344999999999984 0.084235000000000018 -0.229625 -0.0077949999999999998 -0.06916499999999999 -1.0000000180025095e-35 -0.074304999999999996 -0.40451500000000001 -0.096019999999999994 -0.011809999999999999 -0.082644999999999982 -0.019539999999999998 -0.011809999999999999 -0.081614999999999993 -0.0096699999999999998 -0.081324999999999995 -0.011569999999999999 -0.083775000000000002 -0.080484999999999987 -0.15202999999999997 -0.093784999999999993 0.09550500000000002 0.0040650000000000018
decision_type=2 2 2 2 2 2 2 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 -7 -8 -1 16 12 -12 15 27 -15 -11 17 18 20 -20 -10 -19 -23 24 -18 -26 -25 -13 -28
right_child=1 3 -4 4 5 6 7 -9 9 10 11 13 -14 14 -16 -17 23 21 19 -21 -22 22 -24 26 25 -27 28 -29 -30
leaf_value=0.005518908316708729 -0.011179795527678183 0.0076415678839486609 0.0012823295502889316 -0.011468810838763296 0.0068777118606081237 0.0070610237207269413 -0.0073343374685026688 -0.00014841079574423266 -0.008117145861953454 -0.004987435496303534 0.011146187358841245 0.0079561777583842495 -0.011255194522346048 -0.011033256003653558 -0.00099005711015527653 0.0053728468524675936 0.013522285588125408 0.01078229182869099 -0.00022796181388212833 -0.021843175625323313 0.0027187255145825549 0.0067185756417187424 -0.002699872592910229 -0.0054191106094085414 -0.0013931376220306187 0.0061387316910353007 0.0021491917640395417 -0.0017472775755725495 -0.0021895461036575137
leaf_weight=90 74 52 47 52 48 49 101 637 108 68 54 56 85 68 153 49 71 47 91 47 250 108 208 64 116 94 647 47 152
leaf_count=90 74 52 47 52 48 49 101 637 108 68 54 56 85 68 153 49 71 47 91 47 250 108 208 64 116 94 647 47 152
internal_value=0 -0.00106077 -0.00633237 -0.0003806 -0.000851819 -0.00018966 -0.000621748 -0.00113296 0.000388374 0.000209293 -0.00167208 0.000163865 -0.00511172 -0.001664 -0.00408398 -0.000641517 0.000754484 -0.000667688 -0.00251041 -0.0075956 -0.000547911 0.00184794 0.000516501 0.00182307 0.00489509 0.00197437 0.000821849 0.00352044 0.00132278
internal_weight=0 1060 121 939 887 835 787 738 2673 2583 580 378 202 324 221 117 2003 859 496 138 358 363 316 1144 281 210 863 103 799
internal_count=3733 1060 121 939 887 835 787 738 2673 2583 580 378 202 324 221 117 2003 859 496 138 358 363 316 1144 281 210 863 103 799
is_linear=0
shrinkage=0.0995203


Tree=1374
num_leaves=27
num_cat=0
split_feature=1 0 1 0 2 10 0 2 6 17 5 17 3 2 8 17 18 1 17 8 2 3 17 3 18 6
split_gain=0.171268 0.717675 0.501602 0.353049 0.275654 0.525776 0.300202 0.896311 0.315084 0.2575 0.378373 0.337414 0.467619 0.248611 0.685352 0.525334 0.464111 0.474133 0.328537 0.242011 0.661871 0.390738 0.328115 0.325998 0.207315 0.127958
threshold=0.0022300000000000006 -0.14731999999999998 -0.0086750000000000004 -0.15629499999999999 -0.090919999999999987 0.07635500000000002 -0.18357499999999999 0.11804000000000002 0.097040000000000029 0.28919000000000006 -0.099349999999999994 0.40441500000000008 0.096385000000000012 -0.078454999999999983 1.0000000180025095e-35 -0.047785000000000001 -0.007069999999999999 -0.0064949999999999999 -0.081674999999999998 -0.094375000000000001 0.013900000000000003 0.11926500000000002 0.10932500000000002 0.11896500000000003 -0.020999999999999998 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 2 2 2 2
left_child=1 2 3 -1 5 -2 7 -6 19 10 -3 -11 25 16 15 -15 17 -12 -18 22 21 -21 23 -8 -14 -13
right_child=4 9 -4 -5 6 -7 8 -9 -10 11 13 12 24 14 -16 -17 18 -19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.0011011876570829889 0.010848491969420358 0.0077417610879655079 -0.015383774777162074 -0.010082330488597519 0.013065081096334223 -0.001179431323948793 0.0051249336394975009 -0.0030933457249013221 -0.0079609584608899327 -0.010331976520858779 0.00010759485233948201 0.00037692122022352621 -0.0020826900896993442 -4.0207288222191464e-05 -0.007597980784933918 0.0060673717391331343 0.00056587104342396702 0.0093084422110731868 -0.004783405576189231 -0.0013263329630925206 -0.011187738503816165 0.0047740743093129707 0.0090974784660849718 -0.0052717658176774365 -0.010565392772797088 0.0078196059542292983
leaf_weight=71 75 66 48 46 66 69 64 70 50 50 931 46 76 288 69 270 169 59 346 396 55 141 64 56 46 46
leaf_count=71 75 66 48 46 66 69 64 70 50 50 931 46 76 288 69 270 169 59 346 396 55 141 64 56 46 46
internal_value=0 -0.000458245 -0.00681227 -0.00328876 0.00101803 0.00507943 0.000409233 0.00474223 -0.000303198 -3.20735e-05 0.000320322 -0.00296914 -0.00124502 9.01937e-05 0.00175552 0.00291361 -0.000603057 0.000656755 -0.00302642 0.00018916 -0.000789543 0.000273926 0.00334248 0.000266319 -0.0052878 0.00410716
internal_weight=0 2627 165 117 1106 144 962 136 826 2462 2198 264 214 2132 627 558 1505 990 515 776 592 537 184 120 122 92
internal_count=3733 2627 165 117 1106 144 962 136 826 2462 2198 264 214 2132 627 558 1505 990 515 776 592 537 184 120 122 92
is_linear=0
shrinkage=0.0995203


Tree=1375
num_leaves=37
num_cat=0
split_feature=8 3 0 9 8 8 3 17 9 17 3 18 6 9 0 9 9 6 5 8 9 17 3 3 17 6 0 0 29 5 5 3 6 5 0 3
split_gain=0.110873 0.352011 0.577459 0.62277 0.474306 0.467385 0.442403 0.737862 0.413567 0.409327 0.534035 0.401942 0.363067 0.500833 0.315765 0.258996 0.468851 0.716497 0.341256 0.595833 0.476387 0.287912 0.232258 0.322323 0.574006 0.510724 0.441606 0.393502 0.385075 0.341236 0.711761 0.558409 0.461349 0.383543 0.145071 0.0190022
threshold=-0.066829999999999987 0.089605000000000018 -0.054850000000000003 0.092855000000000021 -0.07743499999999999 -0.090274999999999994 0.09049500000000002 -0.026504999999999997 0.093235000000000026 0.047465000000000014 0.092635000000000023 -0.07657499999999999 0.11690000000000002 0.09649000000000002 -0.073219999999999993 0.084115000000000009 0.083760000000000015 -0.011039999999999999 -0.0063549999999999995 -0.083849999999999994 0.086375000000000021 -0.011514999999999999 0.14530500000000005 0.090135000000000021 -0.089699999999999988 -0.096164999999999987 -0.08269 -0.088694999999999982 -0.0068700000000000002 -0.11065499999999999 -0.082635 0.10377500000000002 -0.049814999999999991 -0.051389999999999998 -0.0033699999999999997 0.084685000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 14 -4 7 -3 9 11 -11 -8 13 -10 15 16 17 -1 19 -17 -20 -18 23 24 27 35 -27 -2 -25 31 -31 -30 -33 -32 -29 -26
right_child=22 2 3 -5 -6 -7 8 -9 12 10 -12 -13 -14 -15 -16 18 21 -19 20 -21 -22 -23 -24 28 25 26 -28 34 29 30 33 32 -34 -35 -36 -37
leaf_value=-0.0089962972954030669 -0.011160366339502835 0 -0.0044561788416262651 -0.012686372452782445 -0.010635056037906399 0.0081620082120073666 0.0080429285297847469 0.017634117537429536 0.01084810406624899 -0.011986618794962598 -0.00045164392024729736 0.00045715040371752715 -0.0023150072591135362 0.0022293547416085903 0.0069945038405834587 0.00043613800540860654 -0.0036473866963724257 0.0042275716475368499 -0.00075190316116046263 -0.0075399553443537643 0.0078814990203015436 -0.014811538748614834 0.0041211790002770076 0.0065316551475480189 0 0.01328105641944765 0.0022673277307357345 0.0037576245342402482 0.0079457967653942634 -0.014832568695348417 0.0019292737164920254 -0.00693719103511672 0.0052630897806938285 -0.0041819759654367628 -0.0036486631424851993 -0.0028577242158647539
leaf_weight=63 46 46 79 53 47 46 92 48 125 51 181 280 60 144 54 420 46 114 142 119 114 46 91 48 46 76 69 50 72 53 132 92 46 441 55 46
leaf_count=63 46 46 79 53 47 46 92 48 125 51 181 280 60 144 54 420 46 114 142 119 114 46 91 48 46 76 69 50 72 53 132 92 46 441 55 46
internal_value=0 0.000392499 0.00158531 -0.00364586 -0.000840562 0.000180766 0.00249277 0.00900248 0.00183604 0.000288191 -0.00299088 0.0023354 0.0046752 0.00623739 -0.000428075 -0.000805554 -0.00347492 -0.000474605 9.66356e-05 -0.0013233 0.00308946 -0.00923837 -0.000733987 -0.00108197 0.00130796 0.0043649 0.00804569 -0.00348459 -0.00213188 -0.00263028 -0.00379507 0.000837991 -0.0028645 -0.00277272 -0.000114063 -0.00142745
internal_weight=0 2370 1205 178 1165 125 1027 94 933 604 232 372 329 269 1118 1064 269 177 795 539 256 92 1363 1272 388 237 145 151 884 836 626 210 138 573 105 92
internal_count=3733 2370 1205 178 1165 125 1027 94 933 604 232 372 329 269 1118 1064 269 177 795 539 256 92 1363 1272 388 237 145 151 884 836 626 210 138 573 105 92
is_linear=0
shrinkage=0.0995203


Tree=1376
num_leaves=20
num_cat=0
split_feature=2 2 2 26 26 8 0 21 5 6 6 3 6 3 21 21 17 8 0
split_gain=0.140423 0.141598 0.483857 0.32942 1.39907 0.482101 0.597227 0.398199 0.356019 0.23756 0.167933 0.48602 0.439896 0.332857 0.204141 0.401893 0.371637 0.32208 0.134038
threshold=-0.241895 -0.085599999999999996 -0.086050000000000001 0.08709500000000002 0.085570000000000021 -0.085605000000000001 -0.080884999999999999 0.10886500000000003 -0.014739999999999998 0.086965000000000028 0.11642500000000001 0.096510000000000026 0.11146500000000002 0.10214500000000003 0.12329000000000002 0.11853500000000002 -0.53166999999999998 -0.041669999999999992 -0.050494999999999991
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 -5 9 8 -2 -7 12 -12 14 -13 15 16 -3 -16 -15
right_child=1 10 -4 5 -6 6 -8 -9 -10 -11 11 13 -14 18 17 -17 -18 -19 -20
leaf_value=0.0045613844445428773 -0.0025412545024800243 0.0062452430795183591 -0.0096220007952678484 -0.0036176624515931476 -0.015854564786037872 0.0055777344039425756 -0.00089697690777875393 -0.0089622208644160768 0.0028252352880827054 0.01562331949682604 0.011644832149234195 -0.0065121706043698192 -0.0095154582843537845 0.0066411249871423366 -0.0079205164528318266 0.0093539765423693386 -0.00011298404659798713 0.00092782148483640259 -0.00014090439627663053
leaf_weight=62 214 95 64 91 64 46 82 48 286 48 48 50 48 57 78 48 2185 85 58
leaf_count=62 214 95 64 91 64 46 82 48 286 48 48 50 48 57 78 48 2185 85 58
internal_value=0 -0.000214058 -0.0012666 -0.000657307 -0.00193057 0.00225812 0.00530082 -0.000302916 0.00052674 0.0107161 0.000146308 0.0028305 -7.85506e-05 0.000261369 0.000102964 0.000341675 0.000151583 -0.00330133 0.00321351
internal_weight=0 3695 943 879 612 267 176 548 500 94 2752 213 2539 165 2491 2328 2280 163 115
internal_count=3757 3695 943 879 612 267 176 548 500 94 2752 213 2539 165 2491 2328 2280 163 115
is_linear=0
shrinkage=0.0995203


Tree=1377
num_leaves=18
num_cat=0
split_feature=18 18 18 4 0 1 5 2 0 23 5 5 3 3 3 1 1
split_gain=0.231294 0.479183 0.451794 0.411868 0.557104 0.454104 0.954668 0.559189 0.305257 0.228046 0.201857 0.360659 0.638067 0.180329 0.343344 0.258696 0.113877
threshold=-0.022504999999999997 -0.017129999999999996 -0.029094999999999999 0.10739000000000003 -0.16132499999999997 -0.15528499999999998 0.27287000000000011 -0.096664999999999987 -0.082794999999999994 1.0000000180025095e-35 0.25032500000000008 0.089620000000000019 0.10119000000000002 0.0040650000000000009 0.083815000000000014 0.5074550000000001 -0.063809999999999992
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 16 -9 10 11 13 -13 15 -15 -3 -7
right_child=1 9 -4 -5 5 7 -8 8 -10 -11 -12 12 -14 14 -16 -17 -18
leaf_value=-0.011703444956924318 0.0090506057814110676 -0.0061836526176992108 -0.010137524721817646 0.0065006834614346901 -0.015893459920178685 0.0094265311472330002 0.00073931113133698717 -0.0033409543605856192 0.00035488583673786946 -0.00575096386921292 -0.0044269672775678372 0.012845606834770621 -0.001364830826898616 0.005714103584144167 0.00018772541722915118 0.0027263577470280419 0.0034522881859182066
leaf_weight=48 63 94 53 73 58 56 83 337 644 61 82 63 62 119 1738 49 74
leaf_count=48 63 94 53 73 58 56 83 337 644 61 82 63 62 119 1738 49 74
internal_value=0 0.000488887 -0.00112014 -0.000771462 -0.00118045 -0.00077636 -0.00609674 -0.000100399 -0.000913901 0.0002507 0.000416953 0.000604257 0.00579068 0.000279696 0.000542307 -0.00312485 0.00603211
internal_weight=0 2331 1426 1373 1300 1252 141 1111 981 2268 2207 2125 125 2000 1857 143 130
internal_count=3757 2331 1426 1373 1300 1252 141 1111 981 2268 2207 2125 125 2000 1857 143 130
is_linear=0
shrinkage=0.0995203


Tree=1378
num_leaves=17
num_cat=0
split_feature=18 18 18 5 5 18 18 9 5 9 5 18 12 12 18 18
split_gain=0.18752 0.388548 0.367025 0.272956 0.378165 0.515592 0.921125 0.327747 0.237881 0.531616 0.455157 0.197898 0.18248 0.187336 0.16053 0.272712
threshold=-0.022504999999999997 -0.017129999999999996 -0.032374999999999994 -0.042209999999999991 -0.01554 -0.07989499999999998 -0.090104999999999991 0.10591500000000002 -0.0016799999999999999 0.085945000000000021 0.0029100000000000007 -0.014319999999999999 -0.08727 0.094205000000000025 -0.011569999999999999 -0.0086449999999999982
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 -5 8 9 -6 -10 -3 -13 14 -14 -16
right_child=1 11 -4 4 7 -7 -8 -9 10 -11 -12 12 13 -15 15 -17
leaf_value=0.0051680863155129401 0.0081498875680186354 -0.0058420230661965873 -0.0076468732111440643 -0.0001404409245448281 -0.00089760429184439498 0.0014738060913660979 -0.019264191671052797 -0.0061346514016406483 -0.0094718843828255524 0.0077522924192374807 -5.3994622884900111e-05 -0.0058328796974805993 0.0052310404171040121 -0.0054583652476933812 -0.0046690875134704247 0.00073673036945824091
leaf_weight=76 63 52 78 49 174 65 51 88 55 118 672 46 73 51 97 1949
leaf_count=76 63 52 78 49 174 65 51 88 55 118 672 46 73 51 97 1949
internal_value=0 0.000440233 -0.00100855 -0.000623829 -0.000970531 -0.00541551 -0.00990174 -0.000307261 0.000195185 0.0025951 -0.000767616 0.000225715 0.000368468 0.000500303 0.000644102 0.000480043
internal_weight=0 2331 1426 1348 1272 165 100 1107 1019 292 727 2268 2216 2170 2119 2046
internal_count=3757 2331 1426 1348 1272 165 100 1107 1019 292 727 2268 2216 2170 2119 2046
is_linear=0
shrinkage=0.0995203


Tree=1379
num_leaves=31
num_cat=0
split_feature=18 8 18 6 0 18 3 8 18 0 18 5 5 8 8 8 3 21 17 17 20 20 22 20 4 17 0 22 26 5
split_gain=0.152079 0.319049 1.36651 0.572194 0.501659 0.356444 0.405121 0.335835 0.315063 0.307291 0.968704 0.280595 0.620089 0.561027 0.290477 0.403361 0.22228 0.204605 0.774976 0.708625 0.357038 0.305698 0.520382 0.374564 0.540593 0.435335 0.36329 0.302015 0.260338 0.132965
threshold=-0.022504999999999997 -0.084184999999999996 -0.064454999999999998 -0.088734999999999994 -0.090124999999999997 -0.057764999999999997 0.099145000000000025 -0.08569499999999998 -0.017129999999999996 -0.087614999999999985 -0.091869999999999993 -0.0016799999999999999 -0.011204999999999998 -0.081234999999999988 -0.080724999999999991 -0.078504999999999991 0.090050000000000033 0.091135000000000022 -0.53015499999999993 -0.23400499999999999 1.0000000180025095e-35 -0.0070099999999999997 0.09086000000000001 -0.10892 0.10557500000000002 0.047990000000000012 -0.10287 0.081580000000000027 0.10439000000000002 -0.0042299999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 -6 -2 10 -3 12 13 -11 -13 -16 -7 18 -10 -20 28 23 26 -19 25 -25 -23 -22 -21 -14
right_child=8 5 -4 4 7 6 -8 -9 17 11 -12 14 29 -15 15 -17 -18 21 19 20 27 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0074165825807153756 0.0073388092841440815 0.0015159647481846844 -0.016318319382375067 0.0045734499255772028 -0.012178291328625942 0.0055534813132037319 0.011954270310133193 -0.00089581153492770754 0.012601265673283462 -0.010503283943887122 -0.016697959856952729 -0.0074381281590584361 0.010135074338653592 0.003138215109975531 0.0077971241025008332 -0.0014149657967637904 -0.004122890479753216 -0.0061284250175343696 -0.010945898846341303 0.00091519028548314382 0.012419549421787447 -0.015563029922912697 0.00081832292325191135 -0.003129304290607302 0.011626371827877673 0.005069650677762853 -0.0033387517586502533 0.0015605658894702126 -0.0027673088479463369 0.0035132700609441015
leaf_weight=69 63 75 67 52 61 47 48 46 53 50 47 68 77 74 52 496 47 76 53 1256 46 51 87 170 46 103 46 57 224 50
leaf_count=69 63 75 67 52 61 47 48 46 53 50 47 68 77 74 52 496 47 76 53 1256 46 51 87 170 46 103 46 57 224 50
internal_value=0 -0.000908353 -0.00382321 -0.000147811 -0.00343562 -0.000147343 0.00451439 -0.00733553 0.000396351 -0.0008175 -0.00549417 -0.000158477 0.00264521 -0.00235579 -0.00130222 -0.000539331 0.000706587 0.000203144 0.000756902 0.00037269 0.000752162 -0.00141081 -0.00476143 0.000147916 0.00164579 -3.29267e-05 -0.00977439 0.00641816 0.000357286 0.00753451
internal_weight=0 1426 295 228 159 1131 142 107 2331 989 122 867 251 124 616 548 94 2268 1689 1636 1583 579 184 395 319 273 97 103 1480 127
internal_count=3757 1426 295 228 159 1131 142 107 2331 989 122 867 251 124 616 548 94 2268 1689 1636 1583 579 184 395 319 273 97 103 1480 127
is_linear=0
shrinkage=0.0995203


Tree=1380
num_leaves=21
num_cat=0
split_feature=18 8 18 18 1 18 18 5 18 6 2 2 5 1 2 29 21 26 20 18
split_gain=0.19417 0.404633 0.770405 0.718354 0.570194 0.269064 0.271767 1.77184 0.285481 0.383917 0.319771 0.26103 0.226741 0.510688 0.386265 0.247626 0.194758 0.154158 0.285544 0.31648
threshold=-0.10726999999999999 -0.086995000000000003 -0.17307499999999998 -0.13579499999999997 -0.11467499999999999 -0.096219999999999986 -0.091229999999999992 -0.0016799999999999999 -0.085709999999999995 -0.087954999999999992 -0.082594999999999988 -0.086304999999999993 0.25032500000000008 -0.37983499999999998 -0.08237499999999999 1.0000000180025095e-35 0.079735000000000014 0.095950000000000021 -0.078725000000000003 -0.42248000000000002
decision_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 17 -4 -5 -2 7 -7 9 -8 11 -11 13 16 -14 -15 -10 18 -3 -20
right_child=5 2 3 4 -6 6 8 -9 12 10 -12 -13 14 15 -16 -17 -18 -19 19 -21
leaf_value=0.0069733770627259835 0.0057462597113626208 -0.0026218941449585101 -0.016808949532600655 0.004954530536204562 -0.0107085698834395 0.0055821592795064203 -0.0042908900010968339 -0.016871037000980332 0.002934725980438447 0.0068011447977140366 0.011822334328667229 -0.0026608672052704264 0.00087151823919394942 -0.00012382086935063151 -0.008987959218416941 0.00487953769981689 0.01183563247801706 -0.0039918334766505942 0.011375164950871547 0.00060573939935811439
leaf_weight=46 89 80 61 46 46 81 46 61 49 70 60 49 88 2477 71 102 49 57 47 64
leaf_count=46 89 80 61 46 46 81 46 61 49 70 60 49 88 2477 71 102 49 57 47 64
internal_value=0 -0.00186202 -0.0028776 -0.00843158 -0.00286812 0.000348432 0.00019819 -0.00405747 0.000395878 0.00380817 0.00589407 0.00289814 0.000124867 0.000342016 -0.00352599 7.37457e-05 0.00739354 0.000545547 0.00190392 0.00517314
internal_weight=0 447 401 153 92 3292 3203 142 3061 225 179 119 2836 2677 159 2579 98 248 191 111
internal_count=3739 447 401 153 92 3292 3203 142 3061 225 179 119 2836 2677 159 2579 98 248 191 111
is_linear=0
shrinkage=0.0995203


Tree=1381
num_leaves=23
num_cat=0
split_feature=18 0 5 0 20 26 0 18 20 5 9 18 18 5 35 9 5 27 3 3 0 20
split_gain=0.157426 0.348445 0.95193 0.387895 0.283556 0.430272 0.672905 0.218167 0.226854 0.462144 0.493978 0.927833 0.386331 1.70644 0.353442 0.393582 0.294333 0.572736 0.623623 0.539988 0.244983 0.402444
threshold=-0.10726999999999999 -0.090124999999999997 0.12043500000000003 -0.07664 -0.078725000000000003 0.095950000000000021 -0.030209999999999997 -0.096219999999999986 -0.081189999999999998 0.24444000000000005 0.095415000000000014 -0.017129999999999996 -0.091229999999999992 -0.000475 -0.076159999999999992 -0.081559999999999994 -0.076589999999999991 0.085370000000000015 0.096595000000000028 0.089535000000000017 -0.094389999999999988 -0.10068000000000001
decision_type=2 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 6 -6 -2 16 12 11 -11 13 -10 -14 -16 20 18 19 -18 21 -9
right_child=7 2 3 4 5 -7 -8 8 9 10 -12 -13 14 -15 15 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0048788156855103107 0.0051743906148057827 -0.015649884801256956 -0.0090773990782463086 -0.0051241192080061261 0.011948677175362216 -0.0052762306221124915 -0.0010704575668016238 0.0020477477886304165 0.0041836592927342962 0.00013954177725507782 0.0024357565004874946 -0.019415294822363628 -0.0072926638722014391 -0.020415828572324907 0.0049873278749277983 0.00018692812790674211 0.0061650334391289575 -0.0065900629838611191 0.013402062127550862 -0.0035570809769800769 0.0036151515143808782 -0.0083282350974581438
leaf_weight=68 89 50 49 67 73 55 85 72 71 47 49 49 58 46 184 2104 165 47 71 86 78 76
leaf_count=68 89 50 49 67 73 55 85 72 71 47 49 49 58 46 184 2104 165 47 71 86 78 76
internal_value=0 -0.00167653 -0.00285485 -0.000907825 0.000518929 0.00229782 0.00493953 0.000313805 0.000178491 -0.000221274 -0.00568139 -0.00983305 9.98382e-05 -0.00548094 0.000378513 0.000573332 0.00193212 0.00366481 0.00516419 0.00283069 -0.000893314 -0.00327493
internal_weight=0 447 379 329 280 213 158 3292 3203 2608 145 96 2463 117 2346 2288 595 369 322 251 226 148
internal_count=3739 447 379 329 280 213 158 3292 3203 2608 145 96 2463 117 2346 2288 595 369 322 251 226 148
is_linear=0
shrinkage=0.0995203


Tree=1382
num_leaves=18
num_cat=0
split_feature=8 17 6 8 26 1 17 3 3 20 3 4 7 0 2 0 8
split_gain=0.139308 0.322736 0.33076 0.71733 0.420057 0.224715 0.203093 0.271047 0.484038 0.813624 0.649269 0.511233 0.221798 0.220088 0.333125 0.25903 0.193773
threshold=-0.11550499999999998 0.16421000000000005 -0.082809999999999995 -0.409445 0.056820000000000016 0.55657000000000012 -0.47367999999999999 0.11275500000000002 0.10174000000000002 -0.080869999999999984 0.089535000000000017 0.10172500000000002 0.081185000000000021 -0.23177499999999998 0.10449500000000002 -0.13056499999999996 -0.409445
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 16 6 7 8 9 -2 -11 -10 13 -8 15 -15 -4
right_child=5 -3 4 -5 -6 -7 12 -9 11 10 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0029005826921354432 0.010547747214873145 0.0090720108668330586 -0.0023835845644278675 0.01055397460686436 0.0035415290752315478 -0.00656693459247809 -0.0048360106474257987 0.0029807643807847452 -0.016843154128696972 -0.012077495693862303 0.0032678756672661273 -0.0026872802050011747 0.0058030367402607322 -0.0035759424570160833 0.0066173597672614503 0.00032009780435774782 -0.011038278932113777
leaf_weight=76 47 53 57 81 73 53 87 73 47 60 50 55 69 181 79 2551 47
leaf_count=76 47 53 57 81 73 53 87 73 47 60 50 55 69 181 79 2551 47
internal_value=0 0.00185606 0.000708558 0.00403573 -0.00223803 -0.000138068 -3.45365e-05 -0.00236906 -0.00388008 -0.000406844 -0.00509489 -0.00921812 0.000226415 9.33553e-05 0.00024621 6.16783e-05 -0.00630272
internal_weight=0 387 334 157 177 3352 3299 332 259 157 110 102 2967 2898 2811 2732 104
internal_count=3739 387 334 157 177 3352 3299 332 259 157 110 102 2967 2898 2811 2732 104
is_linear=0
shrinkage=0.0995203


Tree=1383
num_leaves=18
num_cat=0
split_feature=18 5 0 18 18 0 5 1 26 2 21 0 21 5 18 21 26
split_gain=0.129524 0.306575 0.617327 0.179577 0.186653 0.195536 0.539239 0.512907 0.400984 0.304374 0.650585 0.268111 0.169452 0.364912 0.314788 0.212149 0.226606
threshold=-0.10726999999999999 0.12043500000000003 -0.089965000000000003 -0.096219999999999986 -0.09404499999999999 0.042275000000000014 0.24444000000000005 -0.16272499999999998 -0.0063299999999999997 0.16158000000000003 0.092005000000000017 -0.050054999999999995 0.088010000000000019 0.41488500000000011 -0.26599999999999996 0.11639500000000003 0.094025000000000011
decision_type=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 -7 11 -11 -9 13 -3 15 -14 -17
right_child=3 12 -4 4 5 6 -8 9 -10 10 -12 -13 14 -15 -16 16 -18
leaf_value=0.0012888206272091004 0.0046871886455842268 0.0066107262778232392 -0.014661827558845725 -0.005758651803179418 0.008424910426738123 0.0085721766772812787 -0.0095905339450892205 0.00021075612273487528 -0.0028262827925411554 0.0086197688963369941 -0.0052205893676805972 -0.0045636233268585638 -0.0041511863746203793 -0.0042603033764786738 -0.0080052923417935039 -0.0017503748224972848 0.0078271086536159419
leaf_weight=49 89 84 47 52 78 46 73 2581 91 112 48 122 61 48 60 46 52
leaf_count=49 89 84 47 52 78 46 73 2581 91 112 48 122 61 48 60 46 52
internal_value=0 -0.001528 -0.00651183 0.000277363 0.000154574 0.000252418 -0.00268086 0.000462145 0.000994963 0.00024492 0.00446254 -4.43288e-06 -0.000162564 0.00265142 -0.0018624 0.000450521 0.0033232
internal_weight=0 447 96 3292 3203 3151 210 2941 137 2863 160 2703 351 132 219 159 98
internal_count=3739 447 96 3292 3203 3151 210 2941 137 2863 160 2703 351 132 219 159 98
is_linear=0
shrinkage=0.0995203


Tree=1384
num_leaves=9
num_cat=0
split_feature=9 11 11 11 1 26 1 4
split_gain=0.247176 0.150331 0.423852 0.200464 0.183992 0.11864 0.114175 0.167692
threshold=-0.25326499999999996 -0.086319999999999994 -0.364875 -0.075149999999999981 -0.52333999999999992 -0.396395 0.51390500000000017 0.085830000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 7 -7
right_child=1 3 -4 4 5 6 -8 -9
leaf_value=-0.0053271513236844772 -0.0021802841292428363 -0.0059469612775308531 0.008727841328498057 -0.0056541800443667255 0.0047573191032334898 -9.8014003499645357e-05 -0.0047454001971019384 0.0017069864578967957
leaf_weight=82 69 54 72 53 57 2668 46 630
leaf_count=82 69 54 72 53 57 2668 46 630
internal_value=0 0.00019772 0.00338402 6.94171e-05 0.000163715 0.000254619 0.000177624 0.000246538
internal_weight=0 3649 141 3508 3454 3401 3344 3298
internal_count=3731 3649 141 3508 3454 3401 3344 3298
is_linear=0
shrinkage=0.0995203


Tree=1385
num_leaves=26
num_cat=0
split_feature=9 2 3 3 4 8 1 2 2 26 2 5 21 3 8 29 2 2 9 17 3 26 8 5 35
split_gain=0.200422 0.13956 0.397064 0.77774 1.23551 0.552688 0.455186 0.404866 0.387965 0.387752 0.38443 0.375514 0.326995 0.461759 0.36402 0.366752 0.307547 0.477404 0.387839 1.10714 0.819438 0.265937 0.261562 0.190727 0.167653
threshold=-0.25326499999999996 -0.077945 0.092200000000000018 0.085910000000000028 0.085830000000000017 -0.045194999999999999 -0.054974999999999996 0.084895000000000012 -0.078994999999999996 -0.084149999999999989 -0.079844999999999985 -0.0073899999999999999 -0.032929999999999994 0.10960500000000002 0.0017700000000000003 -0.0094649999999999995 -0.082294999999999993 -0.082644999999999982 0.089935000000000029 -0.038314999999999995 0.090835000000000013 0.10089500000000003 -0.011315 -0.066919999999999993 -0.07904499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 7 5 6 -5 22 10 11 16 -4 13 -11 15 -14 17 21 20 -20 -18 -2 24 -10 -3
right_child=1 2 9 4 -6 -7 -8 -9 23 12 -12 -13 14 -15 -16 -17 18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.004796991466164113 -0.00045458199121202529 0.0031916982826315889 -3.2002060259769935e-05 0.00087205626164618211 0.0203093582990529 -0.0050741841118450573 0.014458516233379787 -0.007855473056228808 -0.0020045865679601898 -0.012855366208836323 0.006414712955000069 0.011052800344307093 -0.004198153954411676 0.00058892951631293086 -0.0071122888956388101 0.0013448306683075115 -0.0032933817898014384 0.0082956910476467555 -0.01709420936963385 0.0028122911124721451 0.0098811342532384595 0.0048728295456827303 0.0079007046320488401 -0.010765719349099513 -0.0050384820643111115
leaf_weight=82 1289 48 63 50 57 53 48 58 49 50 87 58 141 51 68 731 260 71 59 52 57 100 49 50 50
leaf_count=82 1289 48 63 50 57 53 48 58 49 50 87 58 141 51 68 731 260 71 59 52 57 100 49 50 50
internal_value=0 0.000177976 0.000884392 0.00353493 0.00782275 0.00310384 0.00753501 -0.000811643 -0.000358083 -5.69632e-05 -5.29198e-05 0.00527461 -0.000677462 -0.00605856 -9.84092e-05 0.000447606 -0.000351385 0.000335837 -0.00269756 -0.00776127 -0.000921879 -7.04495e-05 0.00196199 -0.00643767 -0.00099902
internal_weight=0 3649 1575 413 208 151 98 205 2074 1162 1975 121 1041 101 940 872 1888 1460 428 111 317 1389 147 99 98
internal_count=3731 3649 1575 413 208 151 98 205 2074 1162 1975 121 1041 101 940 872 1888 1460 428 111 317 1389 147 99 98
is_linear=0
shrinkage=0.0995203


Tree=1386
num_leaves=10
num_cat=0
split_feature=2 8 8 25 2 0 17 2 6
split_gain=0.159172 0.17886 0.322638 0.147168 0.227806 0.39479 0.221805 0.178874 0.146086
threshold=0.31534000000000012 -0.36115499999999995 -0.16443499999999997 0.096120000000000025 0.11392500000000001 -0.23099 -0.56655999999999984 0.10166000000000001 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -4 -8 -2
right_child=8 2 3 -5 5 -7 7 -9 -10
leaf_value=0.0050347085970368962 -0.00043000867395431776 -0.0080995288750025703 -0.0056241271828531151 0.0057329575510530187 0.0015818465833278104 -0.010497715582757082 0.00028021379050546471 0.0056362481262467474 -0.006826492409530498
leaf_weight=74 83 47 62 47 54 53 3186 63 62
leaf_count=74 83 47 62 47 54 53 3186 63 62
internal_value=0 0.000192512 9.02507e-05 0.000201575 0.000125275 -0.00439384 0.000271564 0.000384322 -0.0031707
internal_weight=0 3586 3512 3465 3418 107 3311 3249 145
internal_count=3731 3586 3512 3465 3418 107 3311 3249 145
is_linear=0
shrinkage=0.0995203


Tree=1387
num_leaves=11
num_cat=0
split_feature=2 5 8 2 25 3 30 18 18 18
split_gain=0.129118 0.155537 0.15022 0.326606 0.202629 0.121196 0.250409 0.153134 0.4675 0.427375
threshold=0.31534000000000012 -0.11065499999999999 -0.42187000000000002 0.15165000000000003 0.083740000000000023 0.14530500000000005 0.086370000000000016 0.09679500000000002 0.10256000000000003 0.093865000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -7 9 -9 -4
right_child=1 -3 3 -5 -6 6 -8 8 -10 -11
leaf_value=0.0058242538635527794 3.1520721064544882e-05 -0.0065226645010394548 0.00012311467670889989 -0.0081406927432577329 0.0063177814379764873 0.0072695199717398885 -0.0018755820833757839 -0.010749846357270554 -0.00057841540027216425 0.0096931392624641892
leaf_weight=46 81 64 2794 47 53 67 53 50 429 47
leaf_count=46 81 64 2794 47 53 67 53 50 429 47
internal_value=0 -0.00285572 0.000173376 9.97149e-05 0.000210828 0.0001165 0.00322361 3.94841e-06 -0.00164186 0.000281724
internal_weight=0 145 3586 3540 3493 3440 120 3320 479 2841
internal_count=3731 145 3586 3540 3493 3440 120 3320 479 2841
is_linear=0
shrinkage=0.0995203


Tree=1388
num_leaves=13
num_cat=0
split_feature=0 4 2 4 3 2 4 1 1 2 5 1
split_gain=0.144775 0.116051 0.290584 0.276681 0.359911 0.430116 0.379945 0.156812 0.152509 0.149719 0.231955 0.213766
threshold=-0.26289499999999993 0.14257000000000006 0.15165000000000003 0.11785500000000003 0.13547000000000003 -0.019910000000000001 0.13584500000000002 -0.52333999999999992 -0.50597999999999999 -0.15544499999999997 -0.012164999999999999 0.27552000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 5 -5 -6 -2 -9 10 -10 -11
right_child=1 2 -4 4 6 -7 -8 8 9 11 -12 -13
leaf_value=0.0054277493080425844 -0.0045437616372481131 0.0029528450108306961 -0.0072795538258427278 0.00061385082298859891 -0.0058637189305735613 0.011701119821763891 0.0053342319308721294 0.0049146318161333441 0.0015333095638246895 -0.00013706516490157402 -0.0061769444264393467 0.0048407644038319887
leaf_weight=49 79 46 68 64 66 76 55 60 64 2941 97 88
leaf_count=49 79 46 68 64 66 76 55 60 64 2941 97 88
internal_value=0 -1.72803e-05 -0.00314351 8.17648e-05 0.00320218 0.0066385 -0.000766976 -0.000162636 -5.58885e-05 -0.000149635 -0.00310691 7.283e-06
internal_weight=0 3704 114 3590 261 140 121 3329 3250 3190 161 3029
internal_count=3753 3704 114 3590 261 140 121 3329 3250 3190 161 3029
is_linear=0
shrinkage=0.0995203


Tree=1389
num_leaves=11
num_cat=0
split_feature=9 1 11 0 17 17 1 0 21 0
split_gain=0.14237 0.270362 0.138424 0.121763 0.119633 0.390427 0.240946 0.61487 0.228819 0.196004
threshold=-0.25326499999999996 0.62198500000000012 0.063835000000000017 -0.26289499999999993 -0.062765000000000001 -0.047785000000000001 0.031740000000000011 -0.067059999999999995 0.096415000000000015 0.11291000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 8 -8 -5 -7
right_child=1 -3 -4 4 5 9 7 -9 -10 -11
leaf_value=-0.0041046925914297819 0.0048875786879419274 0.0071289623271216787 0.0051827183689276916 0.00054870815371144198 -0.0083632112180204009 -0.00050521417772457901 -0.0079479797610830915 0.0034365796534310618 0.0044022484151324389 0.0056258478213941226
leaf_weight=80 49 54 51 1041 62 1995 102 87 179 53
leaf_count=80 49 54 51 1041 62 1995 102 87 179 53
internal_value=0 0.00013898 3.44549e-05 -3.89036e-05 -0.000107735 -0.00058211 0.000602069 -0.00270314 0.00111478 -0.000346149
internal_weight=0 3673 3619 3568 3519 2110 1409 189 1220 2048
internal_count=3753 3673 3619 3568 3519 2110 1409 189 1220 2048
is_linear=0
shrinkage=0.0995203


Tree=1390
num_leaves=12
num_cat=0
split_feature=9 1 29 0 8 1 27 0 5 4 21
split_gain=0.115447 0.219222 0.175871 0.211835 0.199205 0.1805 0.319805 0.317572 0.236143 0.299181 0.233163
threshold=-0.25326499999999996 0.62198500000000012 0.0035350000000000004 0.16362500000000005 1.0000000180025095e-35 0.27552000000000004 0.093190000000000023 -0.10148 -0.14653999999999998 0.085990000000000025 -0.085914999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 8 7 -7 9 -2 -10
right_child=1 -3 4 -5 -6 6 -8 -9 10 -11 -12
leaf_value=-0.0036961927427962876 -0.0012806563241746327 0.0064194866832223852 -0.00068314552086263722 0.00687480843916258 -0.0088254315530179768 0.0081950986324706952 -0.0034191843893648728 -0.00011215716386642236 0.0047131613296138453 -0.0093228854861344967 -2.1014572747115586e-05
leaf_weight=80 254 54 85 46 46 109 64 78 107 56 2774
leaf_count=80 254 54 85 46 46 109 64 78 107 56 2774
internal_value=0 0.000125216 3.1071e-05 0.000165746 -0.00354852 7.58456e-05 0.00264563 0.00472566 -0.000126034 -0.00273609 0.000154528
internal_weight=0 3673 3619 3488 131 3442 251 187 3191 310 2881
internal_count=3753 3673 3619 3488 131 3442 251 187 3191 310 2881
is_linear=0
shrinkage=0.0995203


Tree=1391
num_leaves=12
num_cat=0
split_feature=7 0 0 29 5 9 20 0 0 5 2
split_gain=0.0981353 0.133541 0.170937 0.154393 0.233226 0.188374 0.822502 0.544273 0.436241 0.332082 0.240644
threshold=-0.10984999999999999 -0.23998999999999998 -0.225295 0.088460000000000025 0.012305000000000002 1.0000000180025095e-35 -0.084474999999999995 -0.14075499999999999 -0.15758999999999998 0.052820000000000013 -0.035314999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 9 -8 -7 -4 -10
right_child=1 2 3 4 -6 8 7 -9 10 -11 -12
leaf_value=-0.0037068309865118301 0.0049313538112233787 -0.0045744541017874677 -0.0098981264909160996 -0.0070271115793978023 0.0018354822431833346 -0.0094996345808504978 0.0099967214778426596 0.0019119070097243945 0.00022698198556184607 0.00077345867119489814 -0.0054888240032492817
leaf_weight=68 56 78 72 71 50 48 103 416 2668 48 75
leaf_count=68 56 78 72 71 50 48 103 416 2668 48 75
internal_value=0 0.000108444 3.37951e-05 0.000135249 -0.00335812 0.000258723 0.00180015 0.00351799 -9.38936e-05 -0.00562267 7.04e-05
internal_weight=0 3685 3629 3551 121 3430 639 519 2791 120 2743
internal_count=3753 3685 3629 3551 121 3430 639 519 2791 120 2743
is_linear=0
shrinkage=0.0995203


Tree=1392
num_leaves=16
num_cat=0
split_feature=5 8 17 4 0 17 5 26 3 3 0 8 21 3 4
split_gain=0.234984 0.227415 0.239631 0.332781 0.241588 0.204436 0.341157 0.174025 0.220676 0.533665 0.514339 0.334762 1.04692 0.430218 0.0965915
threshold=-0.54885499999999998 -0.15713999999999997 -0.092649999999999996 0.097375000000000017 -0.12236 0.51326500000000019 -0.082179999999999989 0.50635500000000022 0.091225000000000014 0.090695000000000012 -0.229625 -0.092094999999999996 0.084485000000000018 0.092510000000000023 0.14095000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 7 -7 8 9 10 -3 12 -10 -13 -6
right_child=1 5 3 4 14 6 -8 -9 11 -11 -12 13 -14 -15 -16
leaf_value=-0.0063020578956572938 0.008964400170477697 0.0096726001916564129 -0.0059071855743762537 -0.00053094480517155518 0.010098918105962531 0.0014141584387962411 -0.008310779361218568 0.0054161959156196491 -0.015789267104158032 0.0085986528835673461 -0.00012249113314735088 -0.0061003897181214298 0.0023419637571694555 -5.0550559808692629e-05 0.0036464922862748015
leaf_weight=60 50 55 49 83 46 65 79 56 58 79 1530 128 69 1290 47
leaf_count=60 50 55 49 83 46 65 79 56 58 79 1530 128 69 1290 47
internal_value=0 -2.31863e-05 0.00272958 0.00134043 0.00336288 -0.000245489 -0.00391537 -8.33817e-05 -0.00017961 0.00061531 0.000216885 -0.00103629 -0.005932 -0.000597235 0.00684682
internal_weight=0 3684 275 225 176 3409 144 3265 3209 1664 1585 1545 127 1418 93
internal_count=3744 3684 275 225 176 3409 144 3265 3209 1664 1585 1545 127 1418 93
is_linear=0
shrinkage=0.0995203


Tree=1393
num_leaves=17
num_cat=0
split_feature=5 8 5 8 2 8 26 26 20 20 5 6 5 13 19 27
split_gain=0.190541 0.1844 0.173063 0.201373 0.69165 0.141446 0.14027 0.149685 0.373861 0.408944 0.28756 0.552517 0.355262 0.219818 0.182268 0.213842
threshold=-0.54885499999999998 -0.15713999999999997 0.15627500000000003 -0.44475499999999996 0.31326500000000007 -0.52017999999999998 0.50635500000000022 0.095385000000000011 -0.066619999999999999 -0.076005000000000003 -0.011764999999999999 0.11481500000000001 -0.082635 1.0000000180025095e-35 -0.099114999999999995 -0.086859999999999993
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 -2 7 13 9 -9 12 -12 -10 14 -3 -16
right_child=1 6 -4 4 -6 -7 -8 8 10 -11 11 -13 -14 -15 15 -17
leaf_value=-0.0056748758195567751 0.0015847170150530845 0.0059684234919676806 0.0080318861542816571 -0.0020901765521328069 0.013096013122039523 -0.0056899419872019743 0.0045884466947553708 -0.0028097451037459218 -0.0057278475480173298 0.01012074380752421 -0.0097787084851909834 0.001270950016565442 0.0012438926602310134 0.0066180649421985456 -0.005646621179573515 -7.0812969690777909e-05
leaf_weight=60 56 48 46 73 50 50 59 46 106 51 124 70 228 49 70 2558
leaf_count=60 56 48 46 73 50 50 59 46 106 51 124 70 228 49 70 2558
internal_value=0 -2.08346e-05 0.00245794 0.0013347 0.00407642 -0.001839 -0.000221034 -0.000305983 -0.00169506 0.00398032 -0.00273924 -0.0057875 -0.000966245 1.23112e-05 -0.00010834 -0.000219643
internal_weight=0 3684 275 229 123 106 3409 3350 625 97 528 194 334 2725 2676 2628
internal_count=3744 3684 275 229 123 106 3409 3350 625 97 528 194 334 2725 2676 2628
is_linear=0
shrinkage=0.0995203


Tree=1394
num_leaves=16
num_cat=0
split_feature=5 17 9 9 17 9 5 5 2 13 17 10 2 10 5
split_gain=0.154505 0.186886 0.469322 0.509994 0.301305 0.762492 0.278169 0.544989 0.570671 0.27454 0.281805 0.144905 0.281109 0.182956 0.125546
threshold=-0.54885499999999998 0.26760500000000004 0.087215000000000015 0.090150000000000022 0.12439000000000001 0.084915000000000032 0.057175000000000011 -0.041054999999999994 -0.075429999999999983 1.0000000180025095e-35 0.11012500000000003 0.086275000000000018 -0.13535499999999998 0.091080000000000022 -0.034484999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 9 -6 7 8 -5 10 11 12 -2 -13 -7
right_child=1 2 3 6 5 14 -8 -9 -10 -11 -12 13 -14 -15 -16
leaf_value=-0.0051101111145644886 -0.0043078532144687235 -0.0087544311328090138 0.0077926448580030146 -0.0074809557096839141 0.01155767168070701 0.0019042852060623782 0.0047285426571824062 -0.0097787248474106008 0.0057211446737423692 0.0061703791208792182 -0.0073969034338770435 0.007903709472551361 8.9926940270447446e-05 -0.00022223241634427269 -0.0054006303339924821
leaf_weight=60 152 82 62 55 78 46 47 88 79 70 52 51 2716 59 47
leaf_count=60 152 82 62 55 78 46 47 88 79 70 52 51 2716 59 47
internal_value=0 -1.86948e-05 -0.00201373 -0.000341351 0.00023295 0.0042998 -0.00221915 -0.00369374 0.000296262 8.35303e-06 -0.000133734 -6.63393e-06 -0.000142864 0.00353781 -0.00177864
internal_weight=0 3684 413 331 3271 171 269 222 134 3100 3030 2978 2868 110 93
internal_count=3744 3684 413 331 3271 171 269 222 134 3100 3030 2978 2868 110 93
is_linear=0
shrinkage=0.0995203


Tree=1395
num_leaves=15
num_cat=0
split_feature=7 5 17 17 2 2 4 26 2 17 17 0 2 4
split_gain=0.153203 0.317059 0.14772 0.25255 0.345023 0.423012 0.217001 0.270165 0.422278 0.531245 0.342326 0.197308 0.320191 0.204677
threshold=0.093110000000000012 -0.54885499999999998 0.26760500000000004 0.12439000000000001 -0.043929999999999997 -0.080644999999999994 0.081905000000000019 0.090020000000000031 -0.069969999999999991 0.51174000000000019 0.51392000000000015 0.16362500000000005 0.42989000000000011 0.13699000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 -5 7 10 9 -9 -4 12 13 -3
right_child=-2 2 6 4 -6 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.0074815741807554336 0.0043617491269434868 8.0539020581504988e-05 0.0073939165804301427 0.0063078911834546772 0.01047047730864911 -0.0058174858185474623 -0.0074318989897370702 -0.012847988640654171 0.0017983924065142121 0.00098406755909606473 -0.0023410535206134339 -0.006513996368328963 0.0077949622129473029 -0.0042949589524915854
leaf_weight=58 75 2826 70 63 54 52 59 68 92 46 73 46 52 110
leaf_count=58 75 2826 70 63 54 52 59 68 92 46 73 46 52 110
internal_value=0 -0.000181716 -6.42387e-05 0.000162706 0.00390707 0.000817993 -0.00184787 -0.000901518 -0.00321023 -0.00725945 0.00241859 -4.55931e-05 5.37135e-05 -8.31144e-05
internal_weight=0 3669 3611 3203 169 115 408 349 206 114 143 3034 2988 2936
internal_count=3744 3669 3611 3203 169 115 408 349 206 114 143 3034 2988 2936
is_linear=0
shrinkage=0.0995203


Tree=1396
num_leaves=12
num_cat=0
split_feature=29 1 2 0 2 0 26 2 0 27 17
split_gain=0.155892 0.150226 0.290439 0.204121 0.20159 0.171107 1.13466 0.286645 0.286408 0.311134 0.205196
threshold=0.12669500000000003 0.51390500000000017 0.0021050000000000005 0.16362500000000005 0.41061500000000012 0.042275000000000014 1.0000000180025095e-35 -0.021165 -0.014889999999999999 -0.032854999999999995 -0.015464999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 8 7 -7 9 -1 -10
right_child=-2 2 -4 -5 -6 6 -8 -9 10 -11 -12
leaf_value=0.007126335089084954 -0.0051863532617305863 0.0012415724673691978 -0.0089803978990042159 0.0066132562720119231 0.006362538347929575 0.0048875234308901252 -0.016235785879318405 -0.0030406244082899127 0.010538969000980617 6.1013317815387695e-05 0.001116826894846406
leaf_weight=63 53 61 50 51 53 95 47 86 46 3082 46
leaf_count=63 53 61 50 51 53 95 47 86 46 3082 46
internal_value=0 0.000249291 -0.00335555 0.000361635 0.000270773 0.000177358 -0.00245729 0.00111604 0.000363184 0.000202805 0.0058368
internal_weight=0 3680 111 3569 3518 3465 228 181 3237 3145 92
internal_count=3733 3680 111 3569 3518 3465 228 181 3237 3145 92
is_linear=0
shrinkage=0.0995203


Tree=1397
num_leaves=15
num_cat=0
split_feature=35 10 6 10 9 29 8 2 0 0 20 18 10 5
split_gain=0.165386 0.147228 0.248959 0.827879 0.162588 0.281274 0.239836 0.496841 0.445407 0.198482 0.329336 0.259248 0.142283 0.132292
threshold=0.004000000000000001 1.0000000180025095e-35 0.041585000000000011 0.084800000000000028 -0.10165 0.0035350000000000004 -0.092844999999999997 -0.084154999999999994 -0.087084999999999982 -0.044789999999999996 -0.10892 -0.26620499999999997 0.090005000000000016 -0.072535000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 13 6 7 -6 -9 11 -11 -8 -5 -1
right_child=-2 2 -4 12 5 -7 9 8 -10 10 -12 -13 -14 -15
leaf_value=0.0012806500548155095 -0.0057107148204013549 -0.014017267906503454 0.0033835074563220852 0.0031012074013765599 -0.011167327978884636 -0.0055137983628847217 -0.0040126337918703313 0.0019478768288689844 -0.0059159239743854604 -0.0042394928108889906 0.0048092969637474215 0.00068811466209359174 -0.0029692870476187199 0.0080615840985867257
leaf_weight=71 47 56 65 78 50 81 122 227 104 48 232 2429 75 48
leaf_count=71 47 56 65 78 50 81 122 227 104 48 232 2429 75 48
internal_value=0 0.00022987 -0.00198914 -0.00366397 0.000408306 0.000277443 0.000423742 -0.00191983 -0.000520452 0.000739432 0.00325515 0.000462983 0.000120124 0.0040227
internal_weight=0 3686 274 209 3412 3293 3212 381 331 2831 280 2551 153 119
internal_count=3733 3686 274 209 3412 3293 3212 381 331 2831 280 2551 153 119
is_linear=0
shrinkage=0.0995203


Tree=1398
num_leaves=20
num_cat=0
split_feature=35 17 17 26 26 26 26 19 3 18 26 29 17 18 0 17 26 2 26
split_gain=0.134107 0.137712 0.527846 0.34849 0.767606 0.760242 0.41282 0.382208 0.361835 0.414797 0.371162 0.335991 0.304602 0.395741 0.501685 0.264737 0.238201 0.839224 0.616645
threshold=0.004000000000000001 -0.043894999999999997 -0.038314999999999995 0.086895000000000014 0.085570000000000021 0.089005000000000015 0.088015000000000024 0.018075000000000004 0.10057000000000002 -0.034774999999999993 0.11215000000000001 0.10207000000000002 -0.065004999999999993 0.11906500000000002 -0.13752999999999999 -0.030214999999999999 0.086685000000000026 -0.083769999999999997 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 3 -3 4 12 6 -5 8 10 -10 -7 15 13 14 -1 -4 18 -18 -17
right_child=-2 2 11 5 -6 7 -8 -9 9 -11 -12 -13 -14 -15 -16 16 17 -19 -20
leaf_value=-0.0057978474772771059 -0.0051423834676378941 -0.010301431833549337 0.0068330196421236026 0.0048192975123904696 -0.010363007611330381 -0.0024412958974878106 0.016380911939356948 -0.0072528456911428877 0.0020386294410255166 0.012603743439907915 0.0074197312133907458 -0.0078071266847728566 0.0084291463752525844 0.0086715393005297112 0.00077466905065314538 0.00027010910705917423 -0.0074236639194530628 0.00018834433552571123 0.0089790220672876751
leaf_weight=142 47 51 57 73 69 193 53 50 112 55 47 54 46 50 605 951 174 816 88
leaf_count=142 47 51 57 73 69 193 53 50 112 55 47 54 46 50 605 951 174 816 88
internal_value=0 0.000206971 -0.000295226 0.000943513 -0.000270518 0.00284405 0.00968902 0.000955028 0.00196538 0.00552306 -0.000506766 -5.63774e-05 0.000554588 9.90685e-05 -0.000473629 0.000143873 -4.36397e-05 -0.0011487 0.00100851
internal_weight=0 3686 2191 1495 912 583 126 457 407 167 240 2140 843 797 747 2086 2029 990 1039
internal_count=3733 3686 2191 1495 912 583 126 457 407 167 240 2140 843 797 747 2086 2029 990 1039
is_linear=0
shrinkage=0.0995203


Tree=1399
num_leaves=13
num_cat=0
split_feature=4 25 2 6 3 2 17 6 1 20 1 2
split_gain=0.277651 0.144268 0.162904 0.573982 0.413223 0.256258 0.180656 0.540955 0.333068 0.241519 0.240225 0.14488
threshold=0.15340500000000004 0.096120000000000025 -0.15197999999999998 -0.036009999999999993 0.098225000000000021 -0.13088999999999998 -0.53166999999999998 -0.011749999999999998 -0.51253999999999988 -0.078725000000000003 -0.14482999999999999 -0.241895
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 7 9 -8 -7 -10 -6
right_child=-2 -3 5 4 11 6 8 -9 10 -11 -12 -13
leaf_value=-0.01117029749143144 -0.0065892544005638825 0.0052037336785753828 0.0057319006276716385 0.005667074580506094 -0.00021527321637014596 0.0032367752749549667 -0.0063499007355504299 -0.0052413291054618887 0.004148469834476835 0.012630562589985876 -1.9126450950133318e-06 -0.0075948920945238018
leaf_weight=56 60 57 85 81 55 63 79 49 145 48 2904 51
leaf_count=56 60 57 85 81 55 63 79 49 145 48 2904 51
internal_value=0 0.000235506 0.000156964 -0.00233129 0.000311316 0.000336467 0.000196737 0.00345849 2.96337e-05 0.00730633 0.000195197 -0.00377357
internal_weight=0 3673 3616 243 187 3373 3288 160 3128 111 3049 106
internal_count=3733 3673 3616 243 187 3373 3288 160 3128 111 3049 106
is_linear=0
shrinkage=0.0995203


Tree=1400
num_leaves=15
num_cat=0
split_feature=20 17 1 20 17 0 3 4 0 12 11 4 4 21
split_gain=0.169188 0.300946 0.281883 0.903695 0.41507 0.166463 0.553677 0.797606 0.158636 0.161088 0.319386 0.273912 0.252014 0.141254
threshold=0.0033350000000000007 0.16421000000000005 0.00039500000000000011 0.097285000000000024 -0.12647999999999998 -0.18357499999999999 0.10749000000000002 0.086380000000000026 -0.15758999999999998 0.094205000000000025 -0.11166 0.13881500000000005 0.11860000000000002 0.10864000000000003
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 -7 10 -10 12 -12 -5
right_child=1 -3 3 13 -6 8 -8 -9 9 -11 11 -13 -14 -15
leaf_value=0.007771873473230907 -0.0073257534443817527 0.0037009325124873053 -0.018102783774371228 0.0025455869052443685 0.0036239786840237338 -0.0059745472523278784 0.010648429420519849 -0.010563869660912936 0.0060976775668435401 -0.0054261631254715814 -0.00019397808724965122 -0.0065009272052595508 0.0047935761758697258 -0.0047608163171081967
leaf_weight=46 55 68 47 47 91 46 60 48 83 55 2850 66 104 59
leaf_count=46 55 68 47 47 91 46 60 48 83 55 2850 66 104 59
internal_value=0 -0.00226902 -0.00362947 -0.00661488 -0.000495314 -1.82196e-05 0.00317757 -0.00158235 -0.000172081 -8.73016e-05 7.06477e-06 -0.000160055 -1.81066e-05 -0.00151346
internal_weight=0 367 299 153 146 3358 154 94 3204 3158 3103 3020 2954 106
internal_count=3725 367 299 153 146 3358 154 94 3204 3158 3103 3020 2954 106
is_linear=0
shrinkage=0.0995203


Tree=1401
num_leaves=14
num_cat=0
split_feature=21 1 1 3 24 3 11 17 3 2 1 17 17
split_gain=0.151586 0.590354 0.693971 0.124307 0.167633 0.179829 0.539792 0.152308 0.276381 0.546635 0.228404 0.192861 0.25522
threshold=-0.084759999999999988 -0.01538 -0.007069999999999999 -0.16443499999999997 -0.070599999999999996 -0.0043349999999999994 -0.085754999999999984 0.40827500000000011 0.096385000000000012 -0.074084999999999998 -0.000195 0.28919000000000006 0.2590050000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 -6 11 9 -9 -10 12 -7
right_child=3 2 -4 4 5 7 -8 8 10 -11 -12 -13 -14
leaf_value=-0.010437610300007569 -0.004988085341878043 0.0097144626676237064 -0.0046467537845598069 -0.0058305639133531123 -0.0026603549476124054 -0.00023915196462917789 0.011283276903716544 0.00037198076652828063 -0.0029865360562607709 0.013864151684556908 0.0051954750103879784 -0.0050387840830051359 0.0068626263441570632
leaf_weight=68 50 54 87 48 57 2889 53 76 114 49 48 81 51
leaf_count=68 50 54 87 48 57 2889 53 76 114 49 48 81 51
internal_value=0 -0.00282031 0.000847482 -6.12694e-05 9.56803e-06 9.18223e-05 0.0040505 -3.95671e-05 0.00215105 0.00566746 -0.000557182 -0.00024795 -0.000115679
internal_weight=0 209 141 3516 3466 3418 110 3308 287 125 162 3021 2940
internal_count=3725 209 141 3516 3466 3418 110 3308 287 125 162 3021 2940
is_linear=0
shrinkage=0.0995203


Tree=1402
num_leaves=27
num_cat=0
split_feature=6 6 2 6 18 2 5 8 8 8 9 18 2 18 17 9 6 20 20 4 9 20 21 2 20 17
split_gain=0.222345 0.370849 0.31863 0.275473 0.857222 0.369037 0.24996 0.64265 1.03277 0.429611 0.517168 0.453656 0.96175 0.540897 0.405527 0.364901 0.233845 0.273265 0.436451 0.411126 0.461303 0.318555 0.337102 0.213444 0.203724 0.174239
threshold=0.085570000000000021 0.086420000000000011 -0.011474999999999999 0.049085000000000011 0.082540000000000016 -0.087129999999999999 -0.068984999999999991 -0.080445000000000003 -0.052214999999999998 -0.077604999999999993 0.10591500000000002 -0.081229999999999983 -0.084385000000000002 0.0057900000000000009 -0.0042049999999999995 0.096830000000000013 0.024640000000000006 -0.08323499999999999 -0.084474999999999995 0.10172500000000002 0.083955000000000016 -0.08231999999999999 -0.08564999999999999 -0.057419999999999999 -0.081189999999999998 0.061900000000000018
decision_type=2 2 2 2 2 2 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 16 5 -5 7 14 -9 11 15 12 -8 -13 -3 -11 17 18 19 20 -1 -19 -23 -12 -24 -16
right_child=1 2 -4 4 -6 -7 9 8 -10 10 23 13 -14 -15 25 -17 -18 21 -20 -21 -22 22 24 -25 -26 -27
leaf_value=0.0078610400144333223 0.0080774926349108846 0.0091430556372720847 0.0068433234004073645 -0.0046747779895949752 0.0039890414648061177 -0.017244259897281903 0.0002241500428666795 -0.016275138008445614 0.00094069341563877821 0.0044292356395649757 -0.0063012251039276015 0.0025383351465218195 -0.01739149078158703 -0.0079539651629131226 -0.0054428423491009242 0.014261646027541099 0.0063990374720067737 -0.0083520515969850058 0.0098235876923996289 -0.0068602996189868074 -0.00054965940394124555 -0.0093230533986056584 0.0040307474484992389 0.0029983060037313161 -0.00093869481561218826 0.0020636291615936026
leaf_weight=91 67 51 73 47 65 46 92 67 71 150 52 332 46 57 57 50 48 59 56 64 222 46 86 46 1618 66
leaf_count=91 67 51 73 47 65 46 92 67 71 150 52 332 46 57 57 50 48 59 56 64 222 46 86 46 1618 66
internal_value=0 0.000869481 0.000469683 -0.000750299 -0.00477002 -0.0109007 5.97496e-05 -0.00233896 -0.00741179 0.000967889 0.00398841 -0.000738554 -0.0056418 0.000998798 0.00167962 0.00689143 -0.000472598 -0.000620081 0.00162488 0.000404864 0.00189301 -0.00115789 -0.000914871 -0.00192779 -0.000687409 -0.00140832
internal_weight=0 1277 1210 2448 158 93 1137 312 138 825 298 527 138 389 174 200 2290 2242 433 377 313 1809 1750 98 1704 123
internal_count=3725 1277 1210 2448 158 93 1137 312 138 825 298 527 138 389 174 200 2290 2242 433 377 313 1809 1750 98 1704 123
is_linear=0
shrinkage=0.0995203


Tree=1403
num_leaves=24
num_cat=0
split_feature=6 6 6 18 18 1 9 9 9 17 6 1 8 1 6 20 20 4 18 20 21 8 20
split_gain=0.180366 0.304506 0.22336 0.695252 0.210062 0.270013 0.56625 0.558691 0.488795 0.432829 0.684567 0.440816 0.204257 0.193122 0.189626 0.221565 0.353915 0.333352 0.415033 0.258288 0.273334 0.181594 0.165203
threshold=0.085570000000000021 0.086275000000000032 0.049085000000000011 0.082540000000000016 -0.094939999999999997 -0.087734999999999994 0.083760000000000015 0.089435000000000028 0.085145000000000012 -0.065699999999999995 0.097375000000000031 -0.081594999999999987 -0.041669999999999992 -0.092674999999999993 0.024640000000000006 -0.08323499999999999 -0.084474999999999995 0.10172500000000002 -0.010694999999999998 -0.08231999999999999 -0.08564999999999999 -0.080724999999999991 -0.081189999999999998
decision_type=2 2 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 14 13 12 7 -7 8 -6 10 -8 -11 -3 -4 15 16 17 18 -1 -17 -21 -10 -22
right_child=1 4 3 -5 5 6 9 -9 21 11 -12 -13 -14 -15 -16 19 -18 -19 -20 20 22 -23 -24
leaf_value=-0.0010539195701342913 0.0079600147577941604 0.00021702543029628946 -0.0052046422233318484 0.0035920514017726175 -0.0058774105184326939 0.0099785908924197569 0.015055747612796259 -0.011578659847965743 0.00060470322802757691 -0.0049089958430215659 -0.0015807873253858577 0.00076935277844072784 0.0094183629971553752 -0.01431336137696239 0.0057622046933739294 -0.0075208537759712795 0.0088459424525767563 -0.0061775610528529597 0.0064605045720843527 -0.0083952213066851075 0.003629606320012425 0.0089625522978193286 -0.00084527567732884269
leaf_weight=198 56 47 46 65 85 63 47 56 59 181 51 537 49 47 48 59 56 64 115 46 86 46 1618
leaf_count=198 56 47 46 65 85 63 47 56 59 181 51 537 49 47 48 59 56 64 115 46 86 46 1618
internal_value=0 0.000783206 -0.000675662 -0.00429531 0.000453377 7.13209e-05 0.000887675 -0.00284232 -0.000263092 0.000184799 0.00638961 -0.000660957 0.00492207 -0.00981678 -0.000425565 -0.000558407 0.00146299 0.00036414 0.00170436 -0.0010427 -0.000823823 0.00427404 -0.00061895
internal_weight=0 1277 2448 158 1221 1125 879 246 190 816 98 718 96 93 2290 2242 433 377 313 1809 1750 105 1704
internal_count=3725 1277 2448 158 1221 1125 879 246 190 816 98 718 96 93 2290 2242 433 377 313 1809 1750 105 1704
is_linear=0
shrinkage=0.0995203


Tree=1404
num_leaves=23
num_cat=0
split_feature=2 2 26 1 26 1 2 2 26 5 26 17 5 7 8 2 20 1 35 27 17 26
split_gain=0.172707 0.511993 0.621033 0.435339 0.552341 0.632096 0.36833 0.309687 0.322636 0.698299 0.582327 0.546567 0.239965 0.212926 0.205247 0.385885 0.23315 0.204906 0.201337 0.226842 0.363221 0.352691
threshold=-0.08569499999999998 -0.086414999999999992 0.085855000000000029 -0.0057250000000000001 -0.0016799999999999999 0.23993500000000004 -0.084979999999999986 -0.086934999999999998 0.087170000000000011 -0.016815 0.089005000000000015 -0.089699999999999988 0.22078000000000006 -0.009689999999999999 0.0017700000000000003 -0.06674999999999999 -0.053499999999999999 0.024780000000000007 -0.083194999999999991 0.08648500000000002 -0.052269999999999997 -0.011984999999999999
decision_type=2 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 -2 8 9 -1 -10 -11 -12 17 18 -16 -17 -8 -15 21 -21 -20
right_child=6 2 -4 4 5 -7 13 -9 10 11 12 -13 -14 14 15 16 -18 -19 19 20 -22 -23
leaf_value=-0.0097437268801275328 -0.0076521043477609614 0.016529214175164966 0.00090653937562809085 -0.0014294363385853924 0.017921454264697465 0.0026365692335015185 -0.00010999895870666282 -0.0067610384134714633 0.011335065401905453 -0.0026635842187278311 -0.0039753040590447706 0.0052606024543784546 0.0047719039034025204 0.0068643341982178889 -0.010885840509860627 0.004219348973269174 -0.0040311137241497647 -0.0094712209029866878 0.0054199413205891292 -0.0092762348248460746 0.00014754784737151282 0.00016798597557169168
leaf_weight=81 65 46 56 82 48 61 47 73 63 217 75 143 53 46 47 60 78 46 135 63 113 2053
leaf_count=81 65 46 56 82 48 61 47 73 63 217 75 143 53 46 47 60 78 46 135 63 113 2053
internal_value=0 0.00127868 0.00796009 0.000517156 0.00473219 0.00937504 -0.000249378 -0.000623627 8.39879e-05 -0.0013945 0.00350195 0.000481805 -0.000347017 -7.0064e-05 9.73081e-05 -0.00309676 -0.000438024 -0.00474909 0.000342836 0.00021559 -0.00322109 0.000492407
internal_weight=0 998 102 896 191 109 2753 705 632 441 191 360 128 2688 2595 185 138 93 2410 2364 176 2188
internal_count=3751 998 102 896 191 109 2753 705 632 441 191 360 128 2688 2595 185 138 93 2410 2364 176 2188
is_linear=0
shrinkage=0.0995203


Tree=1405
num_leaves=16
num_cat=0
split_feature=3 9 2 2 9 5 1 9 9 2 1 1 4 2 2
split_gain=0.176536 0.183673 0.162858 0.361873 0.416954 0.32108 0.296703 0.371177 0.312374 0.294573 0.232639 0.426153 0.424165 0.187294 0.379016
threshold=0.31589000000000006 -0.26414499999999996 -0.08569499999999998 -0.086414999999999992 0.079525000000000026 -0.0089549999999999994 -0.0057250000000000001 0.088085000000000011 0.083795000000000022 -0.084979999999999986 -0.087734999999999994 -0.093734999999999999 0.10947000000000003 -0.084385000000000002 -0.083665000000000003
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 8 -8 -6 -4 11 12 -11 -12 -15
right_child=-2 2 9 5 6 -7 7 -9 -10 10 13 -13 -14 14 -16
leaf_value=0.005640877666981339 -0.0054548590043417824 0.0088929249067157233 -0.0068905655326228854 0.00095367224919262489 -0.0054922327920493407 0.01220973379574718 0.011340489897065141 0.00091968851707355476 8.5923868398239125e-05 0.0015071612615688364 0.0048840003872575918 -0.0093105812273281754 -0.0088764971477654185 -0.0072459351895627858 0.00030228374266674888
leaf_weight=61 55 56 65 48 122 53 46 129 536 190 83 73 49 68 2117
leaf_count=61 55 56 65 48 122 53 46 129 536 190 83 73 49 68 2117
internal_value=0 0.000224839 0.000133726 0.0012227 0.000580368 0.00686843 2.05571e-05 0.00366355 -0.00094708 -0.00027356 -0.000106535 -0.00265468 -0.000618282 0.000243643 6.69987e-05
internal_weight=0 3696 3635 990 889 101 833 175 658 2645 2580 312 239 2268 2185
internal_count=3751 3696 3635 990 889 101 833 175 658 2645 2580 312 239 2268 2185
is_linear=0
shrinkage=0.0995203


Tree=1406
num_leaves=17
num_cat=0
split_feature=8 18 8 0 0 2 18 9 5 8 30 11 26 8 10 8
split_gain=0.138822 0.293948 0.376389 0.270278 0.299723 0.253322 0.236918 0.222174 0.221209 0.409265 0.212239 0.200091 0.154755 0.16027 0.328728 0.268539
threshold=-0.097249999999999989 -0.018629999999999997 -0.105475 -0.03431 -0.13417999999999999 0.12875500000000004 -0.09053499999999999 0.08073000000000001 -0.41397 -0.15146000000000001 0.10000000000000002 -0.091359999999999997 -0.396395 0.095985000000000015 0.077415000000000025 0.10228000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 7 10 -1 -3 -6 -10 11 -2 -13 14 -14 -15
right_child=5 2 -4 -5 8 -7 -8 -9 9 -11 -12 12 13 15 -16 -17
leaf_value=0.0012160708565195403 0.0060354476661019837 0.0073722853862181236 0.010556989400085761 0.0067206351863897586 0.002885005084993157 -0.0065766236977676112 -0.0084517367711939694 -0.00099162885134737718 -0.012076264795425133 0.00023974325389801603 -0.0048715979947639501 0.0052148284777086889 -3.6509869777474496e-05 -0.0092266537402132427 0.0075346229263140631 -0.00060048395884132022
leaf_weight=55 56 73 54 81 48 59 46 55 48 60 86 56 2734 49 58 133
leaf_count=55 56 73 54 81 48 59 46 55 48 60 86 56 2734 49 58 133
internal_value=0 0.0016366 0.00279935 0.0016494 0.000200145 -0.000115308 -0.00317899 0.00377202 -0.00272538 -0.00522646 4.61561e-06 0.00014077 3.15555e-05 -6.57697e-05 0.000120477 -0.00292741
internal_weight=0 520 419 365 284 3231 101 128 156 108 3172 3086 3030 2974 2792 182
internal_count=3751 520 419 365 284 3231 101 128 156 108 3172 3086 3030 2974 2792 182
is_linear=0
shrinkage=0.0995203


Tree=1407
num_leaves=12
num_cat=0
split_feature=7 8 2 9 2 30 5 20 21 35 29
split_gain=0.131666 0.160533 0.206285 0.301795 0.157514 0.180453 0.207462 0.320091 0.194627 0.161067 0.156487
threshold=-0.10984999999999999 -0.39070999999999995 0.31852000000000008 -0.37999999999999995 0.13896000000000006 0.094680000000000028 -0.53979999999999995 -0.042414999999999994 0.08167000000000002 -0.081665000000000001 0.0035350000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -3 -7 -8 -11
right_child=1 4 3 -5 -6 8 9 -9 -10 10 -12
leaf_value=-0.0041605188137163575 0.0069826583548438957 -0.00077945834149027509 0.0055659870279420754 -0.0045048013237937879 -0.0048508179478065202 -0.007087405920758948 0.0058509927174773138 0.010584206711811426 0.0012564467494522627 0.00016491501876961411 -0.0039573105304050917
leaf_weight=70 77 50 57 61 64 69 48 48 46 3067 94
leaf_count=70 77 50 57 61 64 69 48 48 46 3067 94
internal_value=0 0.000196189 0.00297504 0.000352964 4.05102e-05 0.00013223 0.000267228 0.00477807 -0.00374275 0.000129216 4.20716e-05
internal_weight=0 3681 195 118 3486 3422 3307 98 115 3209 3161
internal_count=3751 3681 195 118 3486 3422 3307 98 115 3209 3161
is_linear=0
shrinkage=0.0995203


Tree=1408
num_leaves=9
num_cat=0
split_feature=9 4 21 11 11 4 9 4
split_gain=0.121567 0.417064 0.158888 0.20972 0.310958 0.221166 0.400786 0.258352
threshold=-0.26414499999999996 0.14903500000000006 -0.13730999999999999 -0.15300499999999997 -0.086319999999999994 0.11181500000000001 1.0000000180025095e-35 0.10755500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 7 -7 -6
right_child=1 -3 3 4 5 6 -8 -9
leaf_value=-0.0040359966894452952 0.0055995431857428649 0.0093090714365282896 -0.0056640587433908537 0.0080389466528657874 3.6855945318851787e-06 -0.00054421788447221514 -0.0088272654722082594 0.0062966440446014229
leaf_weight=72 49 48 66 47 3089 225 78 66
leaf_count=72 49 48 66 47 3089 225 78 66
internal_value=0 9.3245e-05 -2.87278e-05 -0.000106186 -1.29656e-06 -0.000110814 -0.00267919 0.000135589
internal_weight=0 3668 3620 3571 3505 3458 303 3155
internal_count=3740 3668 3620 3571 3505 3458 303 3155
is_linear=0
shrinkage=0.0995203


Tree=1409
num_leaves=18
num_cat=0
split_feature=8 5 1 17 17 0 2 5 4 4 0 5 1 17 18 8 0
split_gain=0.108229 0.23208 0.323512 0.0920523 0.393822 0.204717 0.414975 1.16582 0.224652 0.530279 0.357335 0.202678 0.2377 0.240473 0.360468 0.497343 0.416054
threshold=-0.409445 -0.45822499999999994 -0.013975 0.15091000000000004 0.12374500000000002 0.16362500000000005 0.12610000000000002 -0.24120999999999998 0.094995000000000024 0.099960000000000021 -0.23032 -0.41397 0.0015850000000000003 0.27052500000000007 -0.064960000000000004 -0.078054999999999999 -0.074264999999999984
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 8 -8 10 -10 -2 -5 13 -13 15 -15 -16
right_child=3 2 -4 11 -6 -7 7 -9 9 -11 -12 12 -14 14 16 -17 -18
leaf_value=0.0032681696301157456 0.0089101677171242368 -0.00055997818851088966 -0.010680068849405235 -0.0057250386235662308 0.0092894133017647883 -0.006384915281326624 -0.0046208829511355364 0.017096166960017051 -0.011761853852895191 -0.00076965076710002757 0.00031937980463427615 0.0037328896999506444 0.0044136414192388444 -0.0048158487758166967 -0.0025020867751980179 0.009077784345314175 -0.01322128537449494
leaf_weight=52 49 79 52 79 48 46 47 51 48 463 2273 73 87 51 143 51 48
leaf_count=52 49 79 52 79 48 46 47 51 48 463 2273 73 87 51 143 51 48
internal_value=0 -0.00234785 -0.00458336 0.000133835 0.000346354 0.000201885 0.000305539 0.0066725 8.50026e-05 -0.00180379 0.00050102 -0.00107303 -0.000259945 -0.00137312 -0.00264806 0.00212294 -0.00520021
internal_weight=0 183 131 3557 3025 2977 2931 98 2833 511 2322 532 453 366 293 102 191
internal_count=3740 183 131 3557 3025 2977 2931 98 2833 511 2322 532 453 366 293 102 191
is_linear=0
shrinkage=0.0995203


Tree=1410
num_leaves=22
num_cat=0
split_feature=26 3 17 20 2 18 2 19 26 3 2 9 8 26 9 17 18 18 2 4 2
split_gain=0.107149 0.441816 0.49388 0.211729 0.323881 0.515662 0.248842 0.170197 0.126191 0.703695 0.792219 0.442746 0.252849 0.25211 0.248774 0.450399 0.190001 0.19359 0.22754 0.142605 0.125906
threshold=0.10603500000000003 0.092510000000000023 -0.038314999999999995 -0.064180000000000001 -0.055654999999999996 0.10927000000000002 -0.072419999999999998 -0.099114999999999995 0.091275000000000023 0.091615000000000016 -0.08126499999999999 0.087635000000000032 -0.082844999999999988 0.090455000000000021 0.097510000000000027 -0.042709999999999991 0.24916000000000005 0.12892000000000003 0.41639000000000009 0.12784500000000004 -0.046564999999999995
decision_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 -2 -3 5 6 -5 -1 13 11 -11 -10 -13 16 15 -12 17 18 -9 -19 -6
right_child=1 3 -4 4 20 -7 -8 8 9 10 14 12 -14 -15 -16 -17 -18 19 -20 -21 -22
leaf_value=0.0051004771037282647 -0.00035091657554926959 0.004649282956919026 0.011861686823699759 -0.0043336355221565122 0.0067000688910304621 0.0015564860922413655 -0.01436751100826897 -0.00010236651038177042 0.00086129997340404101 0.0099766233135369607 -0.010344380235163235 -0.0059636046754095737 -0.015455135102686595 0.0051907182903618192 0.0037357096625047648 -0.00040433861884547336 -0.0061515575419959882 0.0083264248306055919 -0.0068210234211847518 0.00047008659080539645 -0.00020770083838196507
leaf_weight=59 60 66 72 53 46 85 46 2388 47 73 63 57 55 89 66 160 52 46 51 46 60
leaf_count=59 60 66 72 53 46 85 46 2388 47 73 63 57 55 89 66 160 52 46 51 46 60
internal_value=0 0.00138622 0.0063043 -0.000435041 -0.00159499 -0.00412113 -0.00900411 -0.000195222 -0.000293332 -0.00171021 0.000711717 -0.00722942 -0.0106319 -1.67561e-05 -0.00162572 -0.00321618 -0.000196502 -7.38306e-05 -0.000243191 0.00440716 0.00278229
internal_weight=0 488 132 356 290 184 99 3252 3193 521 362 159 112 2672 289 223 2583 2531 2439 92 106
internal_count=3740 488 132 356 290 184 99 3252 3193 521 362 159 112 2672 289 223 2583 2531 2439 92 106
is_linear=0
shrinkage=0.0995203


Tree=1411
num_leaves=10
num_cat=0
split_feature=24 31 10 4 36 35 26 26 17
split_gain=0.0979161 0.130765 0.210353 0.175465 0.14477 0.189394 0.160385 0.473718 0.329484
threshold=0.10415500000000003 0.095410000000000009 0.09407500000000002 0.15535000000000004 0.086430000000000021 -0.080914999999999987 -0.054024999999999997 -0.025024999999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 8 -8 -1
right_child=-2 -3 -4 -5 5 -7 7 -9 -10
leaf_value=0.00041362544856265456 -0.0044558820313619534 0.0053410619276103482 -0.0059439583407939218 0.006074410640827972 -0.0075666879001332369 0.0010377494545562806 -0.010167528229007022 1.0968565860031028e-05 0.0066830920270327708
leaf_weight=372 48 46 58 48 56 46 46 2913 107
leaf_count=372 48 46 58 48 56 46 46 2913 107
internal_value=0 6.80809e-05 1.32938e-06 9.76632e-05 1.63912e-05 -0.00367823 0.000126243 -0.000146988 0.00181582
internal_weight=0 3692 3646 3588 3540 102 3438 2959 479
internal_count=3740 3692 3646 3588 3540 102 3438 2959 479
is_linear=0
shrinkage=0.0995203


Tree=1412
num_leaves=22
num_cat=0
split_feature=17 0 2 6 5 6 18 1 8 18 6 4 2 1 3 3 1 3 1 19 1
split_gain=0.162492 0.338862 0.334326 0.307196 0.405838 0.691721 0.282371 0.784173 0.513961 0.389816 0.198063 0.204236 0.236848 0.457738 0.212954 0.292461 0.197764 0.176692 0.166947 0.156711 0.136802
threshold=0.41031000000000012 -0.077945 -0.075609999999999997 0.095355000000000023 -0.072535000000000002 0.12638500000000005 -0.082304999999999989 -0.088495000000000004 -0.016289999999999999 -0.015979999999999998 0.093595000000000025 0.13809000000000002 0.25779000000000007 -0.013975 0.13730000000000006 0.12651000000000004 -0.064534999999999995 0.14426500000000003 0.09692000000000002 0.11716500000000003 -0.073844999999999994
decision_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 19 10 5 -5 7 -6 9 -8 11 12 14 -14 15 -1 -3 -13 -16 -2 -11
right_child=1 16 -4 4 6 -7 8 -9 -10 20 -12 17 13 -15 18 -17 -18 -19 -20 -21 -22
leaf_value=0.00018248356235877879 -0.00043697992936719674 0.011520350000633622 0.0045047560450568692 -0.01632887593778802 0.0038872463254012086 0.00056467914858682297 0.0095789060676399473 -0.012737585480811487 -0.0076876990554070176 0.002828855743786825 0.0059548279371433666 0.0088833301421952001 0.0022592190043293423 -0.011343343982144026 0.00063609842344882958 -0.0060050750955975285 0.0030174364169050193 0.0013264236872542021 0.0088291006360944613 -0.0082795274634474298 -0.0036868000278049043
leaf_weight=2519 55 48 81 50 52 46 65 61 54 78 60 47 47 51 50 78 63 89 49 47 54
leaf_count=2519 55 48 81 50 52 46 65 61 54 78 60 47 47 51 50 78 63 89 49 47 54
internal_value=0 0.00236323 -0.000263861 -7.39463e-05 -0.00246837 -0.00822552 -0.00094775 -0.00507998 0.000909315 0.00327001 0.000294153 0.000177955 -5.0682e-06 -0.00481131 0.000169336 -3.04252e-06 0.00670175 0.00394402 0.00469949 -0.00405873 0.000157158
internal_weight=0 294 183 3450 460 96 364 113 251 197 2990 2930 2794 98 2696 2597 111 136 99 102 132
internal_count=3744 294 183 3450 460 96 364 113 251 197 2990 2930 2794 98 2696 2597 111 136 99 102 132
is_linear=0
shrinkage=0.0995203


Tree=1413
num_leaves=20
num_cat=0
split_feature=4 29 8 1 4 4 6 6 9 4 4 17 0 4 2 0 5 4 4
split_gain=0.138775 0.268594 0.441605 0.307674 0.248731 0.502142 0.327861 1.2392 0.439641 0.255244 0.19955 1.10505 0.453172 0.25742 0.565066 0.266522 0.13706 0.215885 0.0889703
threshold=0.13424500000000003 -0.077709999999999987 -0.071594999999999992 0.42491000000000007 0.10662500000000001 0.10373000000000003 -0.0026549999999999998 -0.07150999999999999 -0.085209999999999994 0.11230000000000002 0.094995000000000024 -0.060269999999999997 -0.23032 0.077235000000000012 0.09556000000000002 -0.13955999999999999 -0.41880499999999998 0.11670500000000002 0.10054500000000002
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 10 7 8 -6 -8 12 18 -1 15 -15 -14 17 -10 -12
right_child=1 2 -4 -5 6 -7 9 -9 16 -11 11 -13 13 14 -16 -17 -18 -19 -20
leaf_value=0.0085752329123302776 -0.0042431184950175328 -0.0040631572200701032 0.012318454915284202 0.0057552173260429348 0.0039433213762591068 0.0082894527107339987 -0.01171422810875759 0.013934741361032303 -0.008410199490801816 -0.0022735405374641865 -4.6708563054454048e-05 -0.015005408180110345 0.0071245002263989731 -0.0057271902068706622 0.0053676346917378177 0.00018333117496777975 -0.010032707102333789 0.00084019689694953968 0.0061255214797378164
leaf_weight=63 46 59 49 68 55 75 56 48 53 58 46 53 56 187 60 2557 62 47 46
leaf_count=63 46 59 49 68 55 75 56 48 53 58 46 53 56 187 60 2557 62 47 46
internal_value=0 0.00251906 0.0042911 0.00118748 -4.62307e-05 0.000243954 -0.00245486 -0.000531666 -0.00373538 -0.00691826 4.70081e-05 -0.00355629 0.000226035 4.1833e-05 -0.00302878 0.000332403 -0.00634741 -0.00405433 0.00303051
internal_weight=0 222 176 127 3522 3143 379 265 217 114 3068 145 2923 2860 247 2613 162 100 92
internal_count=3744 222 176 127 3522 3143 379 265 217 114 3068 145 2923 2860 247 2613 162 100 92
is_linear=0
shrinkage=0.0995203


Tree=1414
num_leaves=20
num_cat=0
split_feature=17 17 9 6 0 0 0 18 17 3 18 18 8 17 17 8 0 6 18
split_gain=0.13558 0.202594 0.314298 0.170877 0.313486 0.491998 0.590909 0.251236 0.873692 0.200492 0.196869 0.393938 0.646323 0.273373 0.578049 0.526448 0.489333 0.264306 0.149499
threshold=0.4839500000000001 0.51326500000000019 0.093825000000000033 0.095355000000000023 -0.10287 -0.082885 -0.078809999999999991 0.09679500000000002 -0.088160000000000002 0.11769000000000002 0.30956000000000011 0.11769500000000002 -0.071594999999999992 0.11639500000000001 0.10178500000000003 -0.10337499999999999 -0.085605000000000001 0.091795000000000015 -0.0051099999999999991
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 18 10 -5 -6 -7 8 -8 -9 11 13 -13 14 17 -15 -17 -1 -3
right_child=1 2 -4 4 5 6 7 9 -10 -11 -12 12 -14 15 -16 16 -18 -19 -20
leaf_value=-2.9119509539785582e-05 0.0071037172986770127 -0.007186433352773647 0.0059513658704454337 -0.0082258622187531671 0.0077959660568149925 -0.010080562429179055 -0.0068060292552101628 -0.0056133652570268906 0.0098859885784095113 0.0016746805575582472 -0.0061693010577256882 0.00038480458684991278 0.015166874759325953 0.0056066263037314939 0.011201200133296644 -0.010445374138012062 -0.0004391869679726249 0.0050923483315118067 0.00078038038824157214
leaf_weight=2466 66 46 63 65 57 74 52 96 77 61 47 81 46 54 48 98 96 104 47
leaf_count=2466 66 46 63 65 57 74 52 96 77 61 47 81 46 54 48 98 96 104 47
internal_value=0 0.00248064 0.000519474 -5.49639e-05 -0.00179604 -0.00079183 -0.00215384 -0.000100005 0.00315108 -0.00277649 0.00022082 0.000321439 0.00574539 8.0804e-05 0.000380234 -0.00307682 -0.00549808 0.000177812 -0.00315139
internal_weight=0 222 156 3522 482 417 360 286 129 157 3040 2993 127 2866 2618 248 194 2570 93
internal_count=3744 222 156 3522 482 417 360 286 129 157 3040 2993 127 2866 2618 248 194 2570 93
is_linear=0
shrinkage=0.0995203


Tree=1415
num_leaves=15
num_cat=0
split_feature=20 6 3 6 17 4 3 4 26 3 5 4 5 5
split_gain=0.11404 0.17501 0.211868 0.191365 0.864491 0.155336 0.197655 0.179245 0.317879 0.226489 0.119184 0.37245 0.206337 0.118517
threshold=-0.24910499999999999 0.12080000000000003 0.13775000000000004 0.10877500000000002 0.40441500000000008 0.13752500000000004 0.14166500000000004 0.11509500000000002 -0.054024999999999997 0.12168500000000003 -0.45822499999999994 0.090860000000000024 -0.16183 -0.41880499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 7 -7 10 -9 -10 11 -2 -12 -8
right_child=1 2 -4 4 -6 6 13 8 9 -11 12 -13 -14 -15
leaf_value=-0.003781856523125095 -0.0060055086504957654 0.0075809901857781204 -0.00055707194609729677 -0.011067512382452458 0.0045822727073526843 0.0087701134720859549 0.0042559768342095546 0.0023269727193173232 -0.010533296439684427 -0.0024300800959790847 0.0044440843973174637 0.0020188038399645207 0.00024198231519547062 -0.0027350058432415053
leaf_weight=74 113 68 59 73 67 46 49 82 54 94 121 116 2681 47
leaf_count=74 113 68 59 73 67 46 49 82 54 94 121 116 2681 47
internal_value=0 0.000163923 0.00379387 3.35757e-05 -0.00357213 0.000182156 0.00340439 4.15926e-05 -0.00263658 -0.00539219 0.000245089 -0.00193722 0.000423736 0.000824781
internal_weight=0 3670 127 3543 140 3403 142 3261 230 148 3031 229 2802 96
internal_count=3744 3670 127 3543 140 3403 142 3261 230 148 3031 229 2802 96
is_linear=0
shrinkage=0.0995203


Tree=1416
num_leaves=16
num_cat=0
split_feature=30 9 12 6 9 4 4 27 21 6 21 8 8 20 1
split_gain=0.196373 0.17834 0.253022 0.164258 0.259834 0.357227 1.95237 0.404112 0.231241 0.362909 0.309423 0.454038 0.439835 0.17231 0.114562
threshold=-1.0000000180025095e-35 -0.26414499999999996 -0.085239999999999996 -0.07664 -0.081559999999999994 0.10739000000000003 0.11660000000000002 0.084480000000000013 0.097640000000000018 -0.093749999999999986 0.09339500000000002 -0.080569999999999989 -0.089984999999999996 -0.072005 -0.068094999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 14 7 -7 -6 10 13 12 -12 -4 -10 -5
right_child=1 2 3 4 5 6 -8 -9 9 -11 11 -13 -14 -15 -16
leaf_value=0.0063399652337209848 -0.0050381425012802064 0.0071413512368629284 0.0038395994518335003 -0.0083634249201999175 0.00042837532100673963 0.022035350614906669 -0.0036313001130698751 -0.0088973964266757695 -0.0056656491801959762 -0.0087997564608075628 -0.0025978967499730352 0.010238923241686956 -0.0023655485478628001 0.0001847403828820264 -0.0013891869754881377
leaf_weight=47 72 48 145 46 2199 46 81 47 68 88 48 63 514 186 48
leaf_count=47 72 48 145 46 2199 46 81 47 68 88 48 63 514 186 48
internal_value=0 -0.000133486 -3.58973e-05 -0.000132384 0.000320007 0.000523596 0.00565884 0.000232859 -0.00113676 -0.0032903 -0.000179192 0.00468049 -0.000998985 -0.00137828 -0.00481082
internal_weight=0 3699 3627 3579 2467 2373 127 2246 1112 342 770 111 659 254 94
internal_count=3746 3699 3627 3579 2467 2373 127 2246 1112 342 770 111 659 254 94
is_linear=0
shrinkage=0.0995203


Tree=1417
num_leaves=20
num_cat=0
split_feature=19 6 0 7 8 26 7 8 8 2 17 1 20 17 1 17 0 2 4
split_gain=0.172021 0.156008 0.330349 0.296963 0.417296 0.336381 0.295052 0.277967 0.501926 0.45386 0.174206 0.677394 0.530248 0.468601 0.627968 0.269641 0.238918 0.154341 0.130187
threshold=-0.10411999999999999 -0.07664 -0.229625 0.05259500000000001 0.090890000000000012 -0.09071499999999999 0.082845000000000016 -0.11187999999999999 -0.409445 0.0021050000000000005 0.28919000000000006 -0.050379999999999994 -0.062334999999999995 0.10932500000000002 -0.0084199999999999987 0.41580500000000009 -0.14909499999999998 -0.080069999999999988 0.12146000000000003
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 17 10 8 -7 -9 13 15 -13 16 -15 -12 -4 -2 -5
right_child=1 2 6 18 -6 7 -8 9 -10 -11 11 12 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0050278710780036068 0.00076694466223055271 0.0078710587656423241 0.0068034916235141128 0.0080052017780921532 -0.0085928155441572975 -0.0028906199438333675 -0.0071343904201058858 -0.0012066787808552608 0.0085155268485557836 -0.0074475355475917306 -0.012975983853652262 -0.0044744624032733498 0.0093934979176765708 0.0089901241633812672 -0.0043960933503872923 -0.0036738278112305491 -3.418277717730044e-05 0.008774381975906808 0.00057769849935345591
leaf_weight=65 50 56 52 47 77 84 54 639 70 141 47 47 65 132 47 91 1889 46 47
leaf_count=65 50 56 52 47 77 84 54 639 70 141 47 47 65 132 47 91 1889 46 47
internal_value=0 -0.000136723 0.000313889 -0.00106789 -0.00152446 -0.00099525 0.000138963 -0.0015725 0.00228868 -0.00233588 0.000305031 -0.00217892 0.0035666 0.000598336 0.00547073 -0.00684789 0.000148579 0.00461237 0.00430016
internal_weight=0 3681 2480 1201 1107 1030 2424 934 154 780 2370 250 112 2120 179 138 1941 96 94
internal_count=3746 3681 2480 1201 1107 1030 2424 934 154 780 2370 250 112 2120 179 138 1941 96 94
is_linear=0
shrinkage=0.0995203


Tree=1418
num_leaves=14
num_cat=0
split_feature=12 11 1 21 6 29 20 3 1 6 5 3 20
split_gain=0.146092 0.248734 0.282825 0.233767 0.234074 0.220663 0.206054 0.407539 0.427406 0.33686 0.294668 0.329122 0.275917
threshold=0.094205000000000025 -0.11166 0.55657000000000012 0.13415000000000002 -0.041195000000000002 -1.0000000180025095e-35 -0.049534999999999996 0.085965000000000028 -0.0068249999999999995 -0.101065 -0.42170999999999997 0.091715000000000033 -0.0070099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 6 -5 -1 7 8 -3 -9 12 -12 -8
right_child=-2 2 -4 4 -6 -7 10 9 -10 -11 11 -13 -14
leaf_value=0 -0.0048728232991617935 -0.0019282304209664108 -0.006991228423550871 0.00084756509337753335 0.009299361138830493 0.0094255459754220179 0.010717494166657598 -0.0062463738618282628 -0.014293566551162715 -1.7619872376922361e-05 0.0010778934909662561 -0.0014804108290863065 0.001988863288941252
leaf_weight=47 61 70 58 87 52 52 47 95 46 910 1232 836 153
leaf_count=47 61 70 58 87 52 52 47 95 46 910 1232 836 153
internal_value=0 3.75414e-05 -9.80889e-05 1.50017e-05 0.00401528 0.00495864 -0.000148828 -0.00125279 -0.00683879 -0.000607222 0.000396463 4.32895e-05 0.00404419
internal_weight=0 3685 3586 3528 139 99 3389 1121 116 1005 2268 2068 200
internal_count=3746 3685 3586 3528 139 99 3389 1121 116 1005 2268 2068 200
is_linear=0
shrinkage=0.0995203


Tree=1419
num_leaves=9
num_cat=0
split_feature=30 21 20 3 8 29 38 6
split_gain=0.159811 0.102976 0.136505 0.355098 0.135344 0.12242 0.211149 0.277201
threshold=-1.0000000180025095e-35 0.15544000000000005 -0.16295499999999999 0.097595000000000029 -0.50270999999999988 -0.090694999999999998 -0.082614999999999994 -0.47511999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 -7 -8
right_child=1 -3 4 -5 5 6 7 -9
leaf_value=0.0057283389744909171 0.0026503231761194558 0.0035631417716302793 -0.0045806378924329802 -0.0090241427856663486 -0.0043437131592852793 0.0065694315089834228 -0.0070181020882315289 0.00010595454727512367
leaf_weight=47 47 74 65 57 63 49 55 3289
leaf_count=47 47 74 65 57 63 49 55 3289
internal_value=0 -0.000111469 -0.000186708 -0.00374031 -8.15123e-05 2.86987e-06 8.3817e-05 -1.09727e-05
internal_weight=0 3699 3625 104 3521 3456 3393 3344
internal_count=3746 3699 3625 104 3521 3456 3393 3344
is_linear=0
shrinkage=0.0995203


Tree=1420
num_leaves=19
num_cat=0
split_feature=26 0 3 21 1 0 0 9 18 9 26 0 18 3 21 21 3 19
split_gain=0.157247 0.342442 0.27289 0.293352 0.267785 0.222919 0.483223 0.238394 0.260501 0.547184 0.324318 0.188003 0.17721 0.182724 0.159287 0.201483 0.146398 0.167542
threshold=-0.10954 -0.047634999999999997 0.098000000000000018 0.088310000000000013 0.058455000000000014 -0.050494999999999991 -0.044789999999999996 0.10526500000000003 -0.025879999999999997 -0.076039999999999983 0.088015000000000024 -0.055729999999999995 -0.13579499999999997 0.10525500000000003 -0.093924999999999995 -0.085914999999999991 -1.0000000180025095e-35 0.11183000000000003
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 -4 11 -7 8 12 -10 -11 14 -8 -14 -2 -16 -17 -18
right_child=5 -3 4 -5 -6 6 7 -9 9 10 -12 -13 13 -15 15 16 17 -19
leaf_value=0.0013381831347157314 -0.0050738097205109056 0.009507271420966041 0.0095171153180956241 -0.0085522774958261341 -0.00044350475279052783 -0.011808310432385626 -0.0031861885746701808 0.0043799589138665421 0.0018291937913549933 -0.010787021871030795 -0.00090417060955016624 0.0055957046678101622 0.0080524800742726964 -0.00054469791177019355 0.0049604550663274486 0.0042925016418201168 -0.00063715549562564603 0.0023842564755467126
leaf_weight=69 67 49 48 52 60 49 66 61 91 111 47 55 46 52 74 67 2490 196
leaf_count=69 67 49 48 52 60 49 66 61 91 111 47 55 46 52 74 67 2490 196
internal_value=0 0.0019557 0.000336283 -0.0029055 0.00397586 -0.000503722 -0.00239741 -0.00142283 -0.00228188 -0.00431084 -0.00785237 -0.000167601 0.000793685 0.00348236 -0.000277415 -0.000163451 -0.000301478 -0.000416375
internal_weight=0 278 229 121 108 3472 523 474 413 249 158 2949 164 98 2894 2827 2753 2686
internal_count=3750 278 229 121 108 3472 523 474 413 249 158 2949 164 98 2894 2827 2753 2686
is_linear=0
shrinkage=0.0995203


Tree=1421
num_leaves=17
num_cat=0
split_feature=2 3 3 20 1 5 20 29 21 20 0 9 0 3 5 21
split_gain=0.132634 0.556025 0.560856 0.248568 0.298174 0.491526 0.160179 0.179611 0.375279 0.173845 0.161799 0.256859 0.228595 0.26135 0.200799 0.175569
threshold=0.10003000000000002 0.10749000000000002 0.094970000000000013 -0.054159999999999993 0.0013500000000000003 -0.41880499999999998 -0.23803499999999997 0.0035350000000000004 0.084795000000000023 -0.14878999999999998 0.048265000000000009 0.092855000000000021 -0.050054999999999995 0.085545000000000024 0.62720500000000012 -0.085574999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 -5 -6 -1 9 -9 -8 12 -12 15 -14 -13 -11
right_child=1 3 -4 4 5 -7 7 8 -10 10 11 14 13 -15 -16 -17
leaf_value=0.004470631020287481 0.00012806157827184182 0.0049208818160374418 -0.012621627917302815 0.0040307432035226404 0.00065652473386756157 -0.011674862790487954 -0.0048095084198604282 -0.010157235786009428 0.0015154738500792215 0.0039967592808880783 0.0068277898378161584 -0.0046915266463131572 0.0016154003340624601 -0.0066982885180403556 0.0040145564559034503 -6.2344393569975775e-05
leaf_weight=75 60 89 79 67 83 52 74 53 56 110 88 54 58 105 51 2596
leaf_count=75 60 89 79 67 83 52 74 53 56 110 88 54 58 105 51 2596
internal_value=0 -0.00193384 -0.00711228 0.000536892 -0.00139062 -0.00408728 -7.59097e-05 -0.000181244 -0.00415274 -4.2943e-05 7.19844e-05 0.00286138 -0.000115375 -0.00373502 -0.000455061 0.000102357
internal_weight=0 430 139 291 202 135 3320 3245 109 3136 3062 193 2869 163 105 2706
internal_count=3750 430 139 291 202 135 3320 3245 109 3136 3062 193 2869 163 105 2706
is_linear=0
shrinkage=0.0995203


Tree=1422
num_leaves=17
num_cat=0
split_feature=26 0 26 18 6 30 23 35 0 2 6 6 0 1 1 17
split_gain=0.130035 0.292045 0.199625 0.190458 0.184065 0.310672 0.764399 0.211251 0.239344 0.412329 0.441685 0.354196 0.315178 0.219052 0.186686 0.123215
threshold=-0.10954 -0.047634999999999997 -0.236315 -1.0000000180025095e-35 -0.42102499999999998 0.082470000000000029 -0.017849999999999998 -1.0000000180025095e-35 -0.050494999999999991 -0.11700999999999999 -0.072834999999999997 -0.23827499999999999 0.12084000000000002 0.36766000000000004 0.25544500000000009 -0.49091000000000001
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 -2 -6 11 15 -11 -9 -12 14 -13 -10
right_child=4 -3 3 -5 7 -7 -8 8 9 10 12 13 -14 -15 -16 -17
leaf_value=0.0041779814508591563 0.003519054214622455 0.0087840403845599515 -0.0054054546567516544 0.0018065071198383777 0.0049614694161998459 0.0024508901516559112 -0.012892977298448667 0.0078655530244990148 -0.00076132129798831927 -0.013516498552640692 -0.0047251939336970744 -0.00018599064376534756 0.0042478388985187831 -0.0050570617085195745 0.0046666570221438868 0.005148685031613618
leaf_weight=84 46 49 75 70 75 57 72 55 78 47 200 2561 48 89 81 63
leaf_count=84 46 49 75 70 75 57 72 55 78 47 200 2561 48 89 81 63
internal_value=0 0.00181019 0.000314397 -0.00191817 -0.000426325 -0.00357189 -0.00648813 -0.000259115 -0.000380891 -0.00254916 -0.00466583 -4.12695e-05 -0.00298518 -0.000200806 -3.69054e-05 0.00187351
internal_weight=0 278 229 145 3472 175 118 3297 3222 436 295 2786 248 2731 2642 141
internal_count=3750 278 229 145 3472 175 118 3297 3222 436 295 2786 248 2731 2642 141
is_linear=0
shrinkage=0.0995203


Tree=1423
num_leaves=18
num_cat=0
split_feature=26 3 3 0 6 3 5 0 0 26 18 21 6 29 8 26 18
split_gain=0.10547 0.255883 0.481831 0.209278 0.149155 0.470947 0.626872 0.12692 0.324518 0.272888 0.326243 0.664111 0.24591 0.183296 0.244309 0.161425 0.0647701
threshold=-0.10954 0.08777500000000002 0.098000000000000018 -0.090699999999999989 -0.42102499999999998 0.12168500000000003 -0.46834999999999999 -0.050494999999999991 -0.044789999999999996 0.097910000000000011 0.089775000000000021 0.083545000000000022 -0.23827499999999999 0.0035350000000000004 -0.42187000000000002 0.12086000000000002 -0.070104999999999987
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 -2 12 -9 10 11 -10 -6 14 -14 -16 -5
right_child=4 2 3 16 7 -7 -8 8 9 -11 -12 -13 13 -15 15 -17 -18
leaf_value=0.0074475346345634621 -0.000400637400462316 -0.0062130249973821883 0.0087902211259758729 0.0033742715528227336 0.0063794783829033714 0.0027378704889912601 -0.016226399169665191 -0.0094035311429178665 -0.0026580902436146407 0.0048312223110423104 -0.0076108975836238751 0.0097848966324432188 0.0071205197593890547 -0.0055085533059713631 -0.00030465768217725144 0.003121693136641129 -0.0019020220163289772
leaf_weight=59 54 78 49 46 59 75 46 49 232 70 79 52 47 61 2504 144 46
leaf_count=59 54 78 49 46 59 75 46 49 232 70 79 52 47 61 2504 144 46
internal_value=0 0.00163034 5.94061e-05 0.00353507 -0.00038385 -0.00321548 -0.00768868 -0.000233303 -0.00172554 -0.000854778 -0.00195351 -0.000376913 2.19159e-05 -0.000113889 7.91313e-06 -0.000118021 0.000727227
internal_weight=0 278 219 141 3472 175 100 3297 482 433 363 284 2815 2756 2695 2648 92
internal_count=3750 278 219 141 3472 175 100 3297 482 433 363 284 2815 2756 2695 2648 92
is_linear=0
shrinkage=0.0995203


Tree=1424
num_leaves=14
num_cat=0
split_feature=17 3 22 19 3 2 21 21 9 2 21 21 6
split_gain=0.218468 0.335963 0.17123 0.144242 0.157058 0.473706 0.259195 0.393219 0.241162 0.217587 0.181626 0.522531 0.252398
threshold=-0.56005499999999986 0.099950000000000025 0.11738500000000003 -0.10411999999999999 0.12212000000000002 -0.065999999999999989 0.13765500000000006 0.094920000000000018 -0.14392999999999997 -0.08126499999999999 0.09865500000000002 0.096415000000000015 -0.047974999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 8 9 7 -7 -5 -6 11 -10 -12
right_child=2 -3 -4 4 5 6 -8 -9 10 -11 12 -13 -14
leaf_value=0.010890030608024213 0.0047907910682215369 -0.00067068675312133698 -0.0043629759625757993 -0.0065996016511675219 0.0030996735275334356 0.00037597145030816815 0.0059376577275500834 -0.009767335638884907 -6.9420182456402847e-05 0.012654553377934429 -0.001212981228313578 0.010203370447253626 -0.0088500092176951664
leaf_weight=46 62 54 90 59 47 213 58 46 2551 48 346 50 49
leaf_count=46 62 54 90 59 47 213 58 46 2551 48 346 50 49
internal_value=0 0.00463906 -7.63163e-05 3.27743e-05 -5.20767e-05 0.00177163 -7.31681e-05 -0.00142238 -0.000298291 0.00793602 -0.000173926 0.000127743 -0.00216243
internal_weight=0 100 3619 3529 3467 412 317 259 3055 95 2996 2601 395
internal_count=3719 100 3619 3529 3467 412 317 259 3055 95 2996 2601 395
is_linear=0
shrinkage=0.0995203


Tree=1425
num_leaves=15
num_cat=0
split_feature=17 3 22 19 19 1 1 20 5 2 17 2 9 1
split_gain=0.177079 0.272489 0.143537 0.118062 0.129301 0.29746 0.251515 0.366459 0.475676 0.197701 0.35204 0.16754 0.371116 0.232637
threshold=-0.56005499999999986 0.099950000000000025 0.13160500000000006 -0.10411999999999999 0.077805000000000027 -0.51253999999999988 -0.022844999999999997 -0.014534999999999999 -0.068984999999999991 -0.045109999999999997 -0.020405 -0.15197999999999998 0.096385000000000012 -0.40145499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 7 -6 -9 10 -8 12 -7 -13
right_child=2 -3 -4 4 6 11 9 8 -10 -11 -12 13 -14 -15
leaf_value=0.0098062528763176292 0.004314010075348442 -0.00060393991118378777 -0.0051140140818275986 -0.0074230437897575829 -0.0015484126747068311 -0.0083841548386066039 0.0076988776778211714 0.0015555552407991336 0.015373222890707817 -0.006200118200203001 -0.0011360238684865979 0.0055716827946002238 0.0030067136441169263 -0.00015753784546035119
leaf_weight=46 62 54 55 57 58 71 58 50 49 46 194 72 47 2800
leaf_count=46 62 54 55 57 58 71 58 50 49 46 194 72 47 2800
internal_value=0 0.00417656 -6.86988e-05 8.93138e-06 -6.70528e-05 -0.000300958 0.00149754 0.00472139 0.00840288 -0.000198185 0.000894158 -0.000164912 -0.00384018 -1.36232e-05
internal_weight=0 100 3619 3564 3502 3047 455 157 99 298 252 2990 118 2872
internal_count=3719 100 3619 3564 3502 3047 455 157 99 298 252 2990 118 2872
is_linear=0
shrinkage=0.0995203


Tree=1426
num_leaves=9
num_cat=0
split_feature=5 10 35 5 12 10 3 3
split_gain=0.144276 0.158142 0.114141 0.265728 0.165714 0.151329 0.151085 0.14484
threshold=0.62720500000000012 0.09407500000000002 -0.076159999999999992 -0.071539999999999992 -0.0034499999999999999 0.086275000000000018 0.014805000000000004 0.083955000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6 -8
right_child=-2 -3 4 -5 5 -7 7 -9
leaf_value=-0.0086300507186286742 0.0040458721162544191 -0.0053027820704015065 0.0059919338094111523 0.001627939780683207 -0.0046820831281009822 0.0054769246240607972 0.0027704336646463316 -0.00010264716897516568
leaf_weight=48 87 56 47 52 68 50 184 3127
leaf_count=48 87 56 47 52 68 50 184 3127
internal_value=0 -5.50273e-05 2.69234e-05 -0.00328771 0.000122517 4.1828e-05 -3.83544e-05 5.67694e-05
internal_weight=0 3632 3576 100 3476 3429 3379 3311
internal_count=3719 3632 3576 100 3476 3429 3379 3311
is_linear=0
shrinkage=0.0995203


Tree=1427
num_leaves=10
num_cat=0
split_feature=17 3 20 19 18 3 4 4 3
split_gain=0.131519 0.229967 0.093731 0.113781 0.111368 0.112872 0.164357 0.464247 0.405718
threshold=-0.56005499999999986 0.099950000000000025 0.24030500000000005 -0.10411999999999999 -0.45171999999999995 -0.16443499999999997 0.11474000000000002 0.11061500000000002 0.13547000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 7 -7 -8
right_child=2 -3 -4 4 5 6 8 -9 -10
leaf_value=0.0087694144281083158 0.0042690980895281382 -0.00079383633614620312 -0.003749262495673721 -0.0045508845632082021 -0.0047880886247435566 1.9322972645101263e-05 0.0056989595839154941 -0.0080150331292879115 -0.00082367502402732403
leaf_weight=46 61 54 67 54 48 2932 167 73 217
leaf_count=46 61 54 67 54 48 2932 167 73 217
internal_value=0 0.00359707 -6.15182e-05 7.81183e-06 -6.64133e-05 3.80577e-06 7.19172e-05 -0.000175582 0.00201086
internal_weight=0 100 3619 3552 3491 3437 3389 3005 384
internal_count=3719 100 3619 3552 3491 3437 3389 3005 384
is_linear=0
shrinkage=0.0995203


Tree=1428
num_leaves=26
num_cat=0
split_feature=0 18 21 5 5 5 17 17 17 26 11 5 6 2 5 5 21 8 21 21 6 35 8 6 8
split_gain=0.183824 0.428537 0.738989 0.228612 0.200795 0.737413 0.539149 0.852155 0.516685 0.43249 0.244815 0.221809 1.10477 0.533371 0.334116 0.352922 0.18877 0.357535 0.34267 0.368992 0.323811 0.333381 0.35484 0.696009 0.531979
threshold=-0.225295 0.086800000000000016 -0.0022649999999999997 -0.088604999999999989 -0.040404999999999996 -0.045014999999999993 0.39033000000000012 -0.0042049999999999995 -0.015464999999999998 0.088605000000000017 -0.089004999999999987 -0.013944999999999999 0.093595000000000025 -0.087444999999999995 -0.012464999999999999 -0.011514999999999999 0.090285000000000018 -0.020084999999999999 0.096505000000000021 0.10864000000000003 0.092980000000000021 -0.070059999999999997 -0.089779999999999985 -0.097455 -0.10337499999999999
decision_type=2 2 2 2 2 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 5 6 7 8 -5 -9 -6 12 13 -12 -13 -16 20 18 -18 -20 21 -2 24 -24 -23
right_child=3 -3 -4 4 10 -7 -8 9 -10 -11 11 14 -14 -15 15 -17 17 -19 19 -21 -22 22 23 -25 -26
leaf_value=-0.009871050015920476 -0.0051597800707193992 -0.011471151767400581 0.0063568588097708267 -0.00073299228558075709 0.0068473041168270118 -0.014370360949920249 0.0086004695107712893 -0.011618335932167214 0.010002613092431759 -0.0029226782562728755 0.0084905743870678299 -0.008358551738143094 0.015037535684678673 -0.0027304653610640303 0.0077776445693044311 -0.00079606181912572323 -0.0047533786976760419 -0.0064783627253912866 0.010128102070539916 -0.00037275329103891007 -0.0039440194248440029 0.0050735502920140662 0.0014279184879358038 0.011368750548696436 -0.0039056211399823943
leaf_weight=47 47 48 68 179 48 46 50 97 59 137 52 56 54 217 49 1595 63 83 58 77 78 142 151 130 121
leaf_count=47 47 48 68 179 48 46 50 97 59 137 52 56 54 217 49 1595 63 83 58 77 78 142 151 130 121
internal_value=0 -0.00357232 -0.0002683 -0.000154708 -0.000631469 -0.00228921 -0.00122301 -0.00226537 0.00192492 -0.00653079 -0.000176416 -0.000343474 0.00204652 -0.000558298 -0.000798055 -0.000540021 0.00116882 -0.0009938 0.00130115 0.00413266 0.00207841 0.00287463 0.00357029 0.00602979 0.000939336
internal_weight=0 163 115 3589 2639 568 522 472 238 234 2071 2023 323 269 1700 1644 950 281 198 135 669 591 544 281 263
internal_count=3752 163 115 3589 2639 568 522 472 238 234 2071 2023 323 269 1700 1644 950 281 198 135 669 591 544 281 263
is_linear=0
shrinkage=0.0995203


Tree=1429
num_leaves=14
num_cat=0
split_feature=4 6 3 8 1 8 6 2 4 35 1 3 21
split_gain=0.16894 0.308576 0.241075 0.221838 0.363714 0.272823 0.20288 0.264394 0.197684 0.196934 0.219653 0.200754 0.232392
threshold=0.11785500000000003 -0.45687499999999998 0.14166500000000004 -0.092299999999999993 0.42491000000000007 -0.07743499999999999 -0.072834999999999997 -0.017704999999999995 0.13542500000000005 -0.081529999999999991 0.27998000000000006 0.12461000000000003 -0.085914999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 8 -5 7 -7 -2 -3 11 12 -11
right_child=3 2 -4 5 -6 6 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.0081070012237352516 0.0048204575437851126 -0.0069104094361745558 0.0049819397882714476 -0.0068494256404246223 0.0095115471790481639 -0.0011372639833675644 -0.0030949627449353505 0.0087652304798118506 -0.004405188746808281 0.0035671378385211186 0.0044822833895121119 -0.0058291209363183719 -0.00062701992137986556
leaf_weight=52 46 47 81 50 76 50 60 57 46 137 88 70 2892
leaf_count=52 46 47 81 50 76 50 60 57 46 137 88 70 2892
internal_value=0 -0.000499275 -0.000379691 0.00170111 0.00441655 -0.000397386 0.00152946 0.00413025 0.000198736 -0.000514233 -0.000419649 -0.00055911 -0.00043705
internal_weight=0 3367 3315 385 168 217 167 107 92 3234 3187 3099 3029
internal_count=3752 3367 3315 385 168 217 167 107 92 3234 3187 3099 3029
is_linear=0
shrinkage=0.0995203


Tree=1430
num_leaves=11
num_cat=0
split_feature=9 6 18 5 5 7 8 4 8 9
split_gain=0.158849 0.242472 0.159471 0.132994 0.287134 0.185687 0.196671 0.336724 0.205679 0.0889295
threshold=-0.22988499999999998 -0.25061999999999995 -0.47082499999999999 0.51659500000000014 0.44834500000000005 0.093110000000000012 -0.013304999999999999 0.099960000000000021 -0.041669999999999992 0.096535000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 8 -8 -4 -5
right_child=2 -3 3 9 -6 -7 7 -9 -10 -11
leaf_value=-0.0013061452093830247 0.0052310886625707822 0.0088444049238307187 -0.00027993792497738355 0.0045670222288909561 -0.0074315772975411636 0.0048390112849101804 -0.0031688074567333105 0.0012022830135299425 0.0042193960636443427 -0.00066538857028824376
leaf_weight=46 50 47 2412 86 59 65 582 249 105 51
leaf_count=46 50 47 2412 86 59 65 582 249 105 51
internal_value=0 0.0038149 -0.000349537 -0.00042708 -0.000547281 -0.000428033 -0.000530535 -0.00185807 -9.19169e-05 0.00261322
internal_weight=0 93 3659 3609 3472 3413 3348 831 2517 137
internal_count=3752 93 3659 3609 3472 3413 3348 831 2517 137
is_linear=0
shrinkage=0.0995203


Tree=1431
num_leaves=11
num_cat=0
split_feature=18 1 5 6 36 19 3 1 21 3
split_gain=0.124507 0.126645 0.208608 0.261872 0.145255 0.147527 0.141999 0.28567 0.141246 0.118679
threshold=-0.47082499999999999 0.42491000000000007 -0.49053999999999998 -0.47287499999999999 0.086430000000000021 -0.081619999999999984 -1.0000000180025095e-35 0.40780000000000011 0.13589500000000002 0.13547000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 -2 -7 8 -8 -5
right_child=1 2 3 9 -6 6 7 -9 -10 -11
leaf_value=0.0047104895972653136 -0.0054226063157226823 0.0067814548393196122 -0.0052048280004699122 0.0060847370399374056 -0.0052181754613742594 0.0042635327775076707 -0.00035406283798289069 -0.0062762089228528663 0.0029948035988378334 -0.00014179988910714564
leaf_weight=50 56 64 60 58 62 67 3063 79 130 63
leaf_count=50 56 64 60 58 62 67 3063 79 130 63
internal_value=0 -0.000288396 0.0018975 0.000166047 -0.000443548 -0.000356112 -0.000270894 -0.000363995 -0.00021746 0.00283606
internal_weight=0 3702 245 181 3457 3395 3339 3272 3193 121
internal_count=3752 3702 245 181 3457 3395 3339 3272 3193 121
is_linear=0
shrinkage=0.0995203


Tree=1432
num_leaves=13
num_cat=0
split_feature=17 0 2 20 20 0 5 18 0 4 27 6
split_gain=0.139567 0.13498 0.230389 0.145646 0.359901 0.34654 0.339965 0.326782 0.197675 0.721274 0.171902 0.165903
threshold=-0.57205499999999987 -0.23177499999999998 0.11665500000000002 0.096815000000000026 0.0057800000000000013 -0.097180000000000002 -0.035924999999999999 0.093060000000000018 -0.18357499999999999 0.089280000000000012 -0.086859999999999993 -0.095554999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 -6 7 -5 9 -3 -10 -12
right_child=1 3 -4 6 5 -7 -8 -9 10 -11 11 -13
leaf_value=-0.0052010851986450599 -0.0085894294803299017 -0.004555098549551842 0.00095950287444143548 -0.0035656392572960306 -0.00053168565680133159 0.010933184837779705 -0.007431318278067746 0.0073245194133772021 -0.0052283594313772995 0.011902454949580829 0.0017883899555512167 -0.00027437370262338678
leaf_weight=52 48 49 52 65 46 60 82 47 63 57 451 2686
leaf_count=52 48 49 52 65 46 60 82 47 63 57 451 2686
internal_value=0 -8.9358e-06 -0.0036158 9.08612e-05 0.000241895 0.00595014 -0.00256125 0.00099703 5.86245e-05 0.004287 -8.11846e-05 2.19246e-05
internal_weight=0 3706 100 3606 3412 106 194 112 3306 106 3200 3137
internal_count=3758 3706 100 3606 3412 106 194 112 3306 106 3200 3137
is_linear=0
shrinkage=0.0995203


Tree=1433
num_leaves=15
num_cat=0
split_feature=35 6 0 5 30 0 7 5 0 8 0 8 0 5
split_gain=0.186565 0.125764 0.374181 0.31763 0.294655 0.326042 0.295614 0.27175 0.53762 0.39201 0.316795 0.456099 0.225259 0.153986
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4 12 8 -5 10 11 -9 -7 -10
right_child=-2 2 4 7 -6 6 -8 9 13 -11 -12 -13 -14 -15
leaf_value=0.0084287380050951551 -0.0063720150895702496 -0.0075617227062444404 0.0066067171059015894 -0.010587538475549729 -0.0077105708782227445 -0.00023409359069186618 -0.0074688771854655236 0.0060709706695787138 0.0050075098434379213 0.0097207240763574881 -0.0063455624864178174 -0.00024503171736864592 0.0041998877468108486 -0.0028564024789441657
leaf_weight=54 46 69 72 60 50 2445 54 154 53 52 57 427 119 46
leaf_count=54 46 69 72 60 50 2445 54 154 53 52 57 427 119 46
internal_value=0 4.85809e-06 -0.000323359 0.00102676 -0.00014078 0 -0.000181777 0.000555001 -0.00315251 0.00141053 0.000731923 0.00142768 -2.79849e-05 0.0013453
internal_weight=0 3712 2809 903 2740 2690 2618 849 159 690 638 581 2564 99
internal_count=3758 3712 2809 903 2740 2690 2618 849 159 690 638 581 2564 99
is_linear=0
shrinkage=0.0995203


Tree=1434
num_leaves=10
num_cat=0
split_feature=35 4 2 3 3 1 1 4 4
split_gain=0.151276 0.128987 0.250573 0.200888 0.235334 0.355061 0.401988 0.221887 0.219956
threshold=0.004000000000000001 0.15615500000000004 0.41639000000000009 -0.14674999999999996 0.083875000000000019 0.039665000000000013 -0.082489999999999994 0.13881500000000005 0.10495500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 8 -6
right_child=-2 -3 -4 4 7 -7 -8 -9 -10
leaf_value=0.0063006567234346472 -0.0057378708070210567 0.0050767626105424398 -0.0068566174110059113 -0.0016412533117191924 9.8193656370083828e-07 0.0040254048707535992 -0.01054385202193601 -0.0063240400408712582 0.0026209837788130717
leaf_weight=50 46 49 53 153 2864 60 75 51 357
leaf_count=50 46 49 53 153 2864 60 75 51 357
internal_value=0 4.30878e-06 -6.33221e-05 3.61866e-05 -5.15677e-05 -0.00277909 -0.00457333 0.000188257 0.000291624
internal_weight=0 3712 3663 3610 3560 288 228 3272 3221
internal_count=3758 3712 3663 3610 3560 288 228 3272 3221
is_linear=0
shrinkage=0.0995203


Tree=1435
num_leaves=18
num_cat=0
split_feature=35 17 6 0 1 2 26 3 0 0 26 1 27 3 0 3 1
split_gain=0.122666 0.111229 0.132956 0.369243 0.261701 0.410131 0.27798 0.383018 0.761797 0.347863 0.330281 0.833927 0.259985 0.241531 0.193639 0.320885 0.281443
threshold=0.004000000000000001 -0.57205499999999987 -0.0048649999999999995 -0.16132499999999997 -0.041095 -0.065379999999999994 0.084645000000000012 0.08777500000000002 -0.092134999999999995 -0.065519999999999981 0.047170000000000011 -0.0059699999999999996 0.10360500000000002 0.081225000000000019 -0.081195000000000003 0.089535000000000017 -0.064534999999999995
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 -3 10 8 -8 -9 12 -12 -6 -5 15 -15 -16
right_child=-2 2 3 13 6 -7 7 9 -10 -11 11 -13 -14 14 16 -17 -18
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leaf_weight=52 46 84 55 86 752 57 54 544 46 86 111 47 48 582 771 192 145
leaf_count=52 46 84 55 86 752 57 54 544 46 86 111 47 48 582 771 192 145
internal_value=0 3.87997e-06 6.90353e-05 -0.000530214 0.000669387 0.00478874 0.00032481 -0.0011376 -0.00685964 -0.000228034 0.00144002 0.00559869 0.000617663 -0.000281033 -1.87392e-05 0.00113966 -0.000998452
internal_weight=0 3712 3660 1831 1829 141 1688 730 100 630 958 158 800 1776 1690 774 916
internal_count=3758 3712 3660 1831 1829 141 1688 730 100 630 958 158 800 1776 1690 774 916
is_linear=0
shrinkage=0.0995203


Tree=1436
num_leaves=14
num_cat=0
split_feature=18 20 0 3 17 5 7 21 9 17 9 11 17
split_gain=0.188886 0.585743 0.222343 1.00019 0.284693 0.374043 0.188926 0.160952 0.294937 0.319699 0.274307 0.26982 0.171076
threshold=0.19545000000000004 -0.079809999999999992 -0.229625 0.090595000000000023 0.51326500000000019 -0.066919999999999993 -0.073114999999999999 0.12329000000000002 0.11007500000000002 -0.07107999999999999 0.10646500000000002 -0.090469999999999995 -0.40451500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 -4 8 11 -10 12 -8 -9
right_child=1 -3 4 -5 5 -7 7 10 9 -11 -12 -13 -14
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leaf_weight=54 52 63 61 86 65 65 89 60 47 192 47 2789 67
leaf_count=54 52 63 61 86 65 65 89 60 47 192 47 2789 67
internal_value=0 0.00419765 0.000100396 0.00398913 -5.5722e-05 -0.00462535 0.000121257 1.92873e-05 0.000183973 0.0035434 -0.00292614 -9.4723e-05 -0.000515498
internal_weight=0 115 3622 140 3482 130 3352 3291 3117 239 174 2878 127
internal_count=3737 115 3622 140 3482 130 3352 3291 3117 239 174 2878 127
is_linear=0
shrinkage=0.0995203


Tree=1437
num_leaves=20
num_cat=0
split_feature=18 20 4 5 4 11 4 4 8 19 6 18 5 1 18 5 19 19 22
split_gain=0.164751 0.250718 0.770219 0.746728 0.239908 0.268858 0.262723 0.366621 0.303985 0.2691 0.177088 0.317863 0.313985 0.379442 0.309608 0.255078 0.20607 0.459311 0.186703
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 6 -6 7 8 -3 -10 12 -12 13 15 16 -1 17 18 -14
right_child=1 4 -4 -5 5 -7 -8 -9 9 -11 11 -13 14 -15 -16 -17 -18 -19 -20
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leaf_weight=59 57 88 75 51 58 81 89 56 1257 224 52 90 1114 87 73 62 49 67 48
leaf_count=59 57 88 75 51 58 81 89 56 1257 224 52 90 1114 87 73 62 49 67 48
internal_value=0 0.000808306 0.00432305 0.00970539 0.000460752 0.00443738 0.000137783 0.0004266 0.000143661 0.000481838 -0.000518482 -0.00388341 -0.000211465 0.00338728 -0.000766134 0.00699284 -0.000405385 -0.000658319 -0.000195618
internal_weight=0 2036 183 108 1853 139 1714 1625 1569 1481 1701 142 1559 208 1351 121 1278 1229 1162
internal_count=3737 2036 183 108 1853 139 1714 1625 1569 1481 1701 142 1559 208 1351 121 1278 1229 1162
is_linear=0
shrinkage=0.0995203


Tree=1438
num_leaves=10
num_cat=0
split_feature=25 30 11 3 3 27 0 30 4
split_gain=0.133673 0.125091 0.161196 0.37585 0.212665 0.130525 0.529851 0.186235 0.116161
threshold=0.082255000000000023 0.11955500000000002 -0.11166 0.15108000000000005 0.14426500000000003 0.078330000000000025 -0.044789999999999996 0.08883000000000002 0.13584500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 7 -7 -4 -1
right_child=-2 -3 3 -5 -6 6 -8 -9 -10
leaf_value=0.00058375952025899549 0.004182834326052598 0.0050895900795839381 -9.9413594488707927e-05 -0.0075779952604749469 0.0067820639262198027 0.00011394815557345801 0.011536915882274318 -0.0051200616097687966 0.0076771232092507921
leaf_weight=46 81 49 3032 65 46 249 48 75 46
leaf_count=46 81 49 3032 65 46 249 48 75 46
internal_value=0 9.49541e-05 2.68765e-05 -8.05284e-05 6.0491e-05 -3.01007e-05 0.00196284 -0.000220871 0.00413934
internal_weight=0 3656 3607 3515 3450 3404 297 3107 92
internal_count=3737 3656 3607 3515 3450 3404 297 3107 92
is_linear=0
shrinkage=0.0995203


Tree=1439
num_leaves=30
num_cat=0
split_feature=17 3 26 4 3 26 20 5 1 17 8 18 6 20 17 8 18 3 17 3 17 8 3 6 19 6 5 1 5
split_gain=0.167324 0.532516 0.262066 0.549227 0.3448 0.283687 0.222548 0.359741 0.373023 0.211453 0.181514 0.474533 0.497276 0.463586 0.438533 0.40307 0.359165 0.314361 0.269371 0.594904 0.251496 0.461315 0.743502 0.225287 0.306937 0.214347 0.44443 0.403711 0.116397
threshold=0.11639500000000001 0.083875000000000019 0.085465000000000027 0.11259500000000001 0.11125500000000002 -0.042444999999999997 -0.062769999999999992 -0.041054999999999994 -0.064534999999999995 0.10178500000000003 -0.086154999999999995 -0.033709999999999997 0.096435000000000021 -0.097019999999999995 0.0065250000000000013 -0.086914999999999992 -0.020999999999999998 0.11025500000000002 0.0036400000000000009 0.09049500000000002 -0.072334999999999997 -0.049499999999999995 0.089535000000000017 -0.088954999999999992 0.031160000000000004 -0.088734999999999994 -0.0089549999999999994 -0.013975 -0.10894
decision_type=2 2 2 2 2 2 2 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 5 6 -3 -4 28 -9 10 15 20 13 -13 17 18 -15 -14 25 -20 23 22 -22 -12 -25 26 -1 -27 -8
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leaf_weight=200 48 63 88 62 52 69 46 106 49 53 57 46 61 60 77 75 888 47 71 53 120 66 75 564 48 395 52 96 50
leaf_count=200 48 63 88 62 52 69 46 106 49 53 57 46 61 60 77 75 888 47 71 53 120 66 75 564 48 395 52 96 50
internal_value=0 -0.00130875 -0.000480458 0.00250807 -0.00196535 0.00613999 -0.00312436 -0.00161037 -0.00457763 0.000466474 0.000357929 0.000871132 0.00219716 0.00307928 -0.00253804 -0.000790187 0.00260476 -0.00663179 -0.000183743 -0.00447843 -0.000809047 -0.0034294 -0.000990629 0.000212018 -0.000344066 0.0005319 0.002892 -0.000677726 0.003172
internal_weight=0 633 585 194 391 132 339 251 155 3104 3051 2109 1179 994 185 942 948 108 867 124 930 261 195 669 612 743 252 491 96
internal_count=3737 633 585 194 391 132 339 251 155 3104 3051 2109 1179 994 185 942 948 108 867 124 930 261 195 669 612 743 252 491 96
is_linear=0
shrinkage=0.0995203


Tree=1440
num_leaves=22
num_cat=0
split_feature=36 38 3 9 3 18 9 3 18 17 3 9 0 0 3 9 21 3 9 3 3
split_gain=0.135293 0.237138 0.157907 0.214892 0.420493 0.237912 0.336101 0.154903 0.667636 0.510408 0.112646 0.272452 0.328808 0.335077 0.184362 0.637334 0.449186 0.280287 0.297889 0.289457 0.18418
threshold=0.084475000000000022 -0.081059999999999993 0.083875000000000019 0.08073000000000001 0.014805000000000004 -0.011569999999999999 0.084235000000000018 0.084895000000000012 0.082540000000000016 -0.011809999999999999 0.087570000000000023 0.083955000000000016 -0.081854999999999997 -0.084474999999999995 0.088605000000000017 0.087885000000000019 -1.0000000180025095e-35 0.089985000000000023 0.090400000000000022 0.09049500000000002 0.085845000000000019
decision_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 9 -4 11 20 13 -13 15 16 -12 18 -16 -19 -9
right_child=1 -3 7 5 -6 6 -8 10 -10 -11 14 12 -14 -15 17 -17 -18 19 -20 -21 -22
leaf_value=-0.0055747531317877621 -0.00075113483700162717 0.0076849082854300501 0.0046321910344095602 0.00024977531298421432 0.0075981513753872404 -0.013770056434668136 -0.0022521749122246196 -0.010304674046427771 0.012160077146700607 -0.0065603428729238428 -0.00033359918043000011 -0.00089133059890559219 -0.0062089694906343699 0.0064815496402681879 -0.0051446528864364993 -0.0043303098683649408 0.01051046649390251 0.0059009447473284066 0.0035316216339492212 -5.8709276128055788e-05 -0.0023761201289561455
leaf_weight=47 73 60 86 58 49 48 53 50 54 76 61 210 73 86 194 84 99 84 49 2060 70
leaf_count=47 73 60 86 58 49 48 53 50 54 76 61 210 73 86 194 84 99 84 49 2060 70
internal_value=0 0.00304845 -0.000183791 -0.00257077 0.00114039 -0.00481661 -0.00773413 -1.08746e-06 0.00257605 -0.000613574 -0.000179767 -0.00156691 -0.000224989 0.00124803 7.77381e-05 0.00268362 0.00637105 -0.000188293 -0.00339175 0.000174403 -0.00568651
internal_weight=0 133 3591 255 96 159 101 3336 216 162 3120 489 369 296 2631 244 160 2387 243 2144 120
internal_count=3724 133 3591 255 96 159 101 3336 216 162 3120 489 369 296 2631 244 160 2387 243 2144 120
is_linear=0
shrinkage=0.0995203


Tree=1441
num_leaves=10
num_cat=0
split_feature=39 9 4 29 17 21 17 4 26
split_gain=0.111704 0.159763 0.175382 0.110023 0.150985 0.303368 0.371979 0.268848 0.236058
threshold=1.0000000180025095e-35 -0.25326499999999996 0.14566000000000004 -0.08570499999999999 0.0065250000000000013 -0.084759999999999988 0.070205000000000017 0.13686500000000004 0.088685000000000028
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 -6 -7 8 -5
right_child=-2 2 -4 4 5 6 -8 -9 -10
leaf_value=-0.0046173539969376577 0.0041618868933486885 0.0036698849219367427 0.0052996126152718296 0.00021177149171904846 -0.0068799032096913317 0.0044725786285918657 1.5159836757576949e-05 -0.0080002313427845455 -0.0018786269896883053
leaf_weight=77 61 74 60 1622 48 255 681 48 798
leaf_count=77 61 74 60 1622 48 255 681 48 798
internal_value=0 -0.000131973 -3.54328e-05 -0.000126449 -0.000208067 0.000833939 0.0012304 -0.00062385 -0.000477203
internal_weight=0 3663 3586 3526 3452 984 936 2468 2420
internal_count=3724 3663 3586 3526 3452 984 936 2468 2420
is_linear=0
shrinkage=0.0995203


Tree=1442
num_leaves=12
num_cat=0
split_feature=17 18 0 0 1 21 21 21 28 19 0
split_gain=0.110622 0.102436 0.298407 0.11722 0.292819 0.164586 0.146879 0.325139 0.181607 0.14022 0.0957894
threshold=-0.57205499999999987 0.18126000000000006 -0.086855000000000002 0.13167000000000004 -0.47779999999999995 0.15544000000000005 0.12329000000000002 0.11853500000000002 0.082705000000000015 0.058165000000000015 -0.072039999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 7 8 -2 10 -8
right_child=1 2 -4 4 -6 -7 9 -9 -10 -11 -12
leaf_value=-0.004569483921838439 -0.00015562189463919844 -0.0030554086620749022 0.0073452492604883703 0.0022923175521602484 -0.0085973964370622425 0.0059259594454038949 -0.0084902622989343635 0.0075926219857815579 0.0056126314030691751 0.00078077874802350445 -0.0021723457003194951
leaf_weight=53 3150 47 65 46 52 46 49 56 55 58 47
leaf_count=53 3150 47 65 46 52 46 49 56 55 58 47
internal_value=0 9.71074e-06 0.00297338 -8.33245e-05 -0.00347755 1.25482e-05 -6.68658e-05 7.47235e-05 -5.63792e-05 -0.00307038 -0.00540565
internal_weight=0 3671 112 3559 98 3461 3415 3261 3205 154 96
internal_count=3724 3671 112 3559 98 3461 3415 3261 3205 154 96
is_linear=0
shrinkage=0.0995203


Tree=1443
num_leaves=11
num_cat=0
split_feature=36 38 4 4 12 27 27 27 8 20
split_gain=0.0919175 0.190872 0.159068 0.178168 0.138059 0.111956 0.256749 0.183654 0.199018 0.124334
threshold=0.084475000000000022 -0.081059999999999993 0.15340500000000004 0.14095000000000005 0.087445000000000023 0.087140000000000009 0.081615000000000021 0.093000000000000013 -0.086844999999999992 0.0074100000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 9 -7 -9 -1
right_child=1 -3 -4 -5 -6 7 -8 8 -10 -11
leaf_value=9.0498724719696052e-05 -0.00088901659725504107 0.0066792455247534068 -0.0053147992361231343 0.0055596349315685956 -0.0051421543828584996 0.0071650828226600856 -0.0066636712275926864 0.0047452599044817776 -0.0025811194170366042 -0.0022307031761168296
leaf_weight=2910 73 60 58 55 54 54 60 62 90 248
leaf_count=2910 73 60 58 55 54 54 60 62 90 248
internal_value=0 0.00251908 -0.00014509 -5.9989e-05 -0.000149091 -7.01066e-05 -0.000214321 0.00217874 0.000401887 -9.15277e-05
internal_weight=0 133 3591 3533 3478 3424 3218 206 152 3158
internal_count=3724 133 3591 3533 3478 3424 3218 206 152 3158
is_linear=0
shrinkage=0.0995203


Tree=1444
num_leaves=10
num_cat=0
split_feature=21 5 26 21 20 20 20 20 5
split_gain=0.1098 0.292919 0.40889 0.192784 0.127984 0.165475 0.183941 0.133936 0.142777
threshold=-0.085914999999999991 -0.056974999999999998 0.082850000000000021 -0.084574999999999997 -0.23598 -0.15314999999999998 -0.10892 -0.096095 0.6362850000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -7 -8 -9
right_child=3 2 -4 4 5 6 7 8 -10
leaf_value=-0.0020182185014453618 -0.0062988393664747989 0.013030539733396265 7.4208590840054255e-05 -0.00412636217121049 0.0058291814587019325 -0.0050061099418262853 0.0054976679275589128 0.00022554936002147115 -0.0052986860585771669
leaf_weight=76 47 46 51 69 51 68 47 3250 47
leaf_count=76 47 46 51 69 51 68 47 3250 47
internal_value=0 0.00260003 0.00622689 3.26511e-05 0.000117136 0.000201923 0.000117571 0.000222006 0.000146551
internal_weight=0 173 97 3579 3532 3463 3412 3344 3297
internal_count=3752 173 97 3579 3532 3463 3412 3344 3297
is_linear=0
shrinkage=0.0995203


Tree=1445
num_leaves=11
num_cat=0
split_feature=3 0 3 7 8 2 6 1 1 0
split_gain=0.0933045 0.344947 0.126708 0.156251 0.162181 0.320149 0.364822 0.202484 0.144588 0.113528
threshold=0.16149500000000003 -0.060944999999999999 0.14940500000000004 -0.073114999999999999 -0.51030999999999993 0.11392500000000001 -1.0000000180025095e-35 0.41165000000000013 -0.53140500000000002 -0.098749999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 8 7 -7 -6 -10
right_child=1 -3 -4 4 5 6 -8 -9 9 -11
leaf_value=0.0046851515781506162 0.004018178829109628 -0.0067792879633875053 0.0053075461061303361 0.0055802904389995432 -0.0050894596868861046 0.0035346265638060031 -0.0097341312439352661 -0.0042557217759344569 0.0016058893991901866 3.3303396827076498e-05
leaf_weight=74 48 75 48 52 50 59 69 75 549 2653
leaf_count=74 48 75 48 52 50 59 69 75 549 2653
internal_value=0 -0.00255899 0.000227748 0.00015943 6.37005e-05 -1.90909e-05 -0.00385365 -0.000819534 0.000220023 0.000303187
internal_weight=0 123 3629 3581 3507 3455 203 134 3252 3202
internal_count=3752 123 3629 3581 3507 3455 203 134 3252 3202
is_linear=0
shrinkage=0.0995203


Tree=1446
num_leaves=23
num_cat=0
split_feature=21 21 8 6 3 3 6 3 9 6 21 18 8 9 3 3 8 19 19 7 30 3
split_gain=0.101329 0.705649 0.351494 0.518103 0.482604 0.398541 0.365167 0.304103 0.249823 0.646659 0.391172 0.521314 0.350361 0.386604 0.2515 0.160684 0.150789 0.148869 0.153083 0.158244 0.184132 0.241318
threshold=0.08927000000000003 0.088120000000000018 -0.0077949999999999998 0.004915000000000001 0.096595000000000028 0.10749000000000002 -0.050699999999999995 0.11663500000000003 0.091750000000000012 -0.109815 0.10254500000000003 -0.044484999999999997 -0.085499999999999993 0.086700000000000013 0.091615000000000016 0.096265000000000031 0.010485000000000003 0.11174500000000002 0.10364000000000002 0.083320000000000019 0.10000000000000002 0.09940000000000003
decision_type=2 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 6 4 -4 -6 8 -7 12 -10 -11 -12 13 15 -14 -2 -9 18 19 20 21 -1
right_child=2 -3 3 -5 5 7 -8 16 9 10 11 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-5.3998281059589292e-05 0.0014198496083365467 0.011499131228259362 -0.0078016832153504773 -0.012939560839293788 0.007924158556406935 -0.0084101126246253956 0.0066651957094822625 0.0054594021062276321 0.012024153510005837 0.0048928119749694007 0.0013434113925247029 -0.012237538440278233 0.0057544355449314711 -0.012149742128423605 -0.002337925741991243 -0.0047642442374177902 -0.0025923794941803296 -0.0038381228186766749 0.0054026842368107546 -0.0040156439700000006 -0.0049750186945996073 0.0022837352384098724
leaf_weight=1785 71 56 90 48 58 47 85 46 52 80 69 47 77 50 75 100 46 87 58 84 62 579
leaf_count=1785 71 56 90 48 58 47 85 46 52 80 69 47 77 50 75 100 46 87 58 84 62 579
internal_value=0 0.000443336 -0.000711648 -0.00336675 -0.00176287 0.000991829 0.00054705 -0.00189491 -0.00028906 0.00215738 -0.000456158 -0.00415216 -0.00191784 -0.00444843 0.00175611 -0.00219179 0.00142461 0.000209836 0.000347293 0.000230149 0.000377497 0.000518222
internal_weight=0 2711 1041 335 287 197 706 139 621 248 196 116 373 221 152 171 92 2655 2568 2510 2426 2364
internal_count=3752 2711 1041 335 287 197 706 139 621 248 196 116 373 221 152 171 92 2655 2568 2510 2426 2364
is_linear=0
shrinkage=0.0995203


Tree=1447
num_leaves=15
num_cat=0
split_feature=21 5 3 21 0 0 6 0 3 3 3 27 27 4
split_gain=0.086591 0.246108 0.386129 0.163423 0.0844477 0.84397 0.25602 0.253051 0.380354 0.241201 0.372778 0.232905 0.230825 0.2158
threshold=-0.085914999999999991 -0.041054999999999994 0.088535000000000016 -0.084574999999999997 -0.083995 -0.084474999999999995 0.10538000000000002 -0.082794999999999994 0.088115000000000013 0.16149500000000003 0.14530500000000005 0.10206500000000003 0.084940000000000029 0.11785500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 11 8 -6 10 13 12 -5 -9
right_child=3 2 -4 4 7 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0018496179725539981 -0.0058244174056805761 -0.00044301156822927352 0.012237382874315469 -0.0001735727621202838 -0.010989385279752083 0.012295796217279891 0.0070355699848986819 -0.00037670898368003138 4.8486099900352235e-05 -0.0050811488292790445 0.0089452724144286344 -0.0063647087794601554 0.0046704591075051663 0.0038480403101411749
leaf_weight=78 47 49 46 1349 54 59 52 1518 72 90 47 56 105 130
leaf_count=78 47 49 46 1349 54 59 52 1518 72 90 47 56 105 130
internal_value=0 0.002285 0.00568835 5.07131e-06 8.28756e-05 0.00061143 0.000169562 -0.00036504 -0.00467554 -6.03113e-05 0.000205799 -6.63412e-05 0.000175674 -4.29492e-05
internal_weight=0 173 95 3579 3532 1621 1562 1911 126 1785 1695 1510 1454 1648
internal_count=3752 173 95 3579 3532 1621 1562 1911 126 1785 1695 1510 1454 1648
is_linear=0
shrinkage=0.0995203


Tree=1448
num_leaves=14
num_cat=0
split_feature=24 10 0 5 1 1 4 8 8 0 0 27 2
split_gain=0.188014 0.174474 0.100024 0.358112 0.390945 0.798368 0.88372 0.464831 0.458072 0.326124 0.303257 0.237398 0.163655
threshold=-0.070599999999999996 0.091080000000000022 -0.105055 0.022285000000000003 0.0022300000000000006 -0.0083149999999999995 0.086825000000000027 -0.409445 -0.140375 -0.10096999999999999 -0.097734999999999989 -1.0000000180025095e-35 0.40115000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -6 -9 -4 -11 -12 -13
right_child=1 -3 9 -5 7 -7 -8 8 -10 10 11 12 -14
leaf_value=-0.0058465210296988574 -0.0068372997836092094 -0.0049129148499345542 -0.0071816393162327944 0.0087660988025609794 -0.005552973138228774 -0.011968402169983005 0.0095126024878500158 0.013002485851971321 0.0024309536624633147 0.0070603349954771501 -0.0067876078769867464 0.00029997782068563695 -0.0056220875696661498
leaf_weight=51 64 64 60 60 61 65 67 47 301 63 49 2742 47
leaf_count=51 64 64 60 60 61 65 67 47 301 63 49 2742 47
internal_value=0 0.000237243 0.000328371 0.0014314 0.000702636 -0.00294995 0.00151862 0.00245502 0.00386107 8.03692e-05 0.000230848 7.89536e-05 0.000199886
internal_weight=0 3690 3626 665 605 196 131 409 348 2961 2901 2838 2789
internal_count=3741 3690 3626 665 605 196 131 409 348 2961 2901 2838 2789
is_linear=0
shrinkage=0.0995203


Tree=1449
num_leaves=11
num_cat=0
split_feature=24 12 7 0 1 26 26 26 9 17
split_gain=0.152453 0.147425 0.131998 0.11747 0.238203 0.124136 0.436937 0.37892 0.238722 0.231835
threshold=-0.070599999999999996 0.094205000000000025 0.093110000000000012 0.13167000000000004 -0.47779999999999995 0.088685000000000028 0.089150000000000021 0.089545000000000027 -0.10165 0.016900000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 8 -7 -8 -2 -10
right_child=1 -3 -4 4 -6 6 7 -9 9 -11
leaf_value=-0.005264674037461425 0.0059773037497060028 -0.005152767538375398 0.0054186584571832182 0.0018135811180455224 -0.007990620367134868 -0.0080434677996611605 0.0082992714224286446 -0.00037926099163844483 0.0011204536963056524 -0.0014103919166348917
leaf_weight=51 84 50 49 48 50 71 52 1193 1634 459
leaf_count=51 84 50 49 48 50 71 52 1193 1634 459
internal_value=0 0.000213588 0.000287527 0.000217283 -0.00318021 0.000312838 -0.000449835 -1.61263e-05 0.000774251 0.000565042
internal_weight=0 3690 3640 3591 98 3493 1316 1245 2177 2093
internal_count=3741 3690 3640 3591 98 3493 1316 1245 2177 2093
is_linear=0
shrinkage=0.0995203


Tree=1450
num_leaves=20
num_cat=0
split_feature=6 5 12 6 30 21 5 20 22 8 1 9 17 5 17 9 9 6 6
split_gain=0.134595 0.502998 0.262169 0.233247 0.208893 0.390777 0.152571 0.134928 0.376043 0.501368 0.263137 0.213732 0.624606 1.14026 0.472421 0.419644 0.216777 0.109914 0.0960097
threshold=-0.25061999999999995 -0.41880499999999998 -0.0088449999999999987 -0.46637499999999998 0.080210000000000017 0.083050000000000027 -0.49053999999999998 0.0074100000000000017 0.086035000000000014 -0.0020399999999999997 0.00039500000000000011 0.083760000000000015 -0.012064999999999999 -0.014374999999999999 -0.053765 0.083925000000000013 0.084055000000000032 -0.095814999999999997 -0.11191
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 6 7 -6 -1 11 9 18 -10 12 14 -14 -4 -13 -17 -7 -9
right_child=2 -3 4 -5 5 17 -8 8 10 -11 -12 15 13 -15 -16 16 -18 -19 -20
leaf_value=0.0024805349870866181 0.0067554766295164666 -0.0097198516250249119 0.0011380420982579904 0.0060088596075993771 -0.0094467733739391664 -0.0033947095315615614 -0.0042331170798653112 0.0024054578428809601 0.0067995043959187436 -0.013002001024252653 -0.0025693382076525887 -0.0092977024424984265 0.0022525454362913319 0.017821242907856454 -0.0084631461418171669 0.0070656780244663245 0.00016384732911855587 0.0028625628947307412 -0.0038601013744418641
leaf_weight=54 61 64 302 54 63 47 88 46 63 52 56 46 198 61 61 46 2260 68 51
leaf_count=54 61 64 302 54 63 47 88 46 63 52 56 46 198 61 61 46 2260 68 51
internal_value=0 -0.002059 0.000288189 0.000438333 0.000172597 -0.00314632 -0.00167427 0.000355072 -0.00178296 -0.00511623 0.00238376 0.000548015 0.00218867 0.00592247 -0.000473126 0.000113785 0.00030188 0.000298124 -0.000880366
internal_weight=0 260 3481 196 3420 178 142 3242 268 149 119 2974 622 259 363 2352 2306 115 97
internal_count=3741 260 3481 196 3420 178 142 3242 268 149 119 2974 622 259 363 2352 2306 115 97
is_linear=0
shrinkage=0.0995203


Tree=1451
num_leaves=11
num_cat=0
split_feature=10 27 27 27 5 27 27 27 3 4
split_gain=0.131737 0.0963603 0.279282 0.226994 0.280569 0.436593 0.219453 0.192248 0.153856 0.217307
threshold=0.09407500000000002 0.091025000000000009 0.087140000000000009 0.096090000000000023 -0.44524499999999995 0.10673000000000003 0.08427500000000003 0.078330000000000025 0.17152000000000003 0.14154500000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 -6 7 8 9 -1
right_child=-2 3 -4 4 5 -7 -8 -9 -10 -11
leaf_value=0.00022560707938687472 -0.0045523985245159507 -0.0078812297647908435 0.0075554130837377081 -0.0053893939249891627 0.010160082259742718 -0.0025073439887132003 -0.0064054713595904098 0.0062494528828709369 0.0053793779661071199 -0.00602769250879875
leaf_weight=3194 59 48 52 64 47 63 49 53 56 56
leaf_count=3194 59 48 52 64 47 63 49 53 56 56
internal_value=0 0.000187409 0.000316571 -0.00182197 -0.000145747 0.00289766 0.000205879 0.000302567 0.000206982 0.000117606
internal_weight=0 3682 3460 222 174 110 3408 3359 3306 3250
internal_count=3741 3682 3460 222 174 110 3408 3359 3306 3250
is_linear=0
shrinkage=0.0995203


Tree=1452
num_leaves=21
num_cat=0
split_feature=21 4 8 3 3 20 12 29 0 0 4 3 21 0 18 18 0 8 4 4
split_gain=0.125629 0.349573 0.330697 0.265666 0.449398 0.242266 0.14715 0.155955 0.226123 0.553416 0.339842 0.545118 0.457697 0.225926 0.180101 0.339201 0.245792 0.143168 0.141347 0.260175
threshold=-0.032929999999999994 0.085065000000000016 -0.012839999999999999 0.089535000000000017 0.087975000000000012 -0.014534999999999999 0.097490000000000021 -0.080349999999999991 -0.142265 -0.15034 0.08544000000000003 0.085195000000000007 0.10198500000000002 -0.13752999999999999 -0.085454999999999989 -0.087529999999999983 0.042275000000000014 -0.080724999999999991 0.12498500000000003 0.10343500000000001
decision_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 17 7 18 9 10 11 -9 -12 -10 15 -15 -16 -5 19 -2
right_child=6 2 -4 5 -6 -7 -8 8 13 -11 12 -13 -14 14 16 -17 -18 -19 -20 -21
leaf_value=0.0021097189490283776 -0.00081811824288511626 -0.00047488330075906772 -0.010768036431466827 -0.0034982014125164618 -0.010909846073535161 0.0087538424975441877 0.0056717453615264726 0.0033965081339284121 -0.0067465469717260486 0.011450036256600522 0.0073739383684158742 -0.011755021270979157 -0.0034782890232260312 0.00076903564556426377 -9.089028050102641e-05 0.0086363760277207852 -0.0041232205053100077 0.0038870030509842329 0.0016991109927129533 -0.0093327849924350875
leaf_weight=61 90 57 68 51 46 49 47 48 49 59 107 46 60 684 1844 59 163 53 55 59
leaf_count=61 90 57 68 51 46 49 47 48 49 59 107 46 60 684 1844 59 163 53 55 59
internal_value=0 -0.00175562 -0.00608091 0.000320697 -0.00347983 0.00298393 0.00014196 6.35015e-05 0.000238105 0.00274427 0.000773167 -0.00400936 0.00347003 -4.81247e-05 7.09315e-05 0.00139487 -0.000418787 0.000257541 -0.00260203 -0.00419519
internal_weight=0 385 125 260 107 153 3370 3323 3119 320 261 94 167 2799 2750 743 2007 104 204 149
internal_count=3755 385 125 260 107 153 3370 3323 3119 320 261 94 167 2799 2750 743 2007 104 204 149
is_linear=0
shrinkage=0.0995203


Tree=1453
num_leaves=21
num_cat=0
split_feature=27 18 20 4 4 17 2 2 3 3 5 5 17 17 3 17 17 26 20 20
split_gain=0.135147 0.15454 0.198769 0.258275 0.557538 0.302387 0.213863 0.440761 0.153089 0.870067 0.45909 0.383148 0.398674 0.328134 0.792896 0.393461 0.619539 0.436199 0.338466 0.30728
threshold=-0.038765000000000001 -0.088184999999999999 -0.10623999999999999 0.086545000000000025 0.079660000000000022 -0.14169499999999999 -0.075209999999999985 -0.077849999999999989 0.092510000000000023 0.091715000000000033 0.12043500000000003 0.037395000000000005 -0.07496499999999999 -0.05543 0.097255000000000022 -0.026504999999999997 -0.0030799999999999998 -0.054024999999999997 -0.082119999999999985 -0.049534999999999996
decision_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 4 6 -5 7 -4 9 10 11 12 -3 14 -10 -15 -17 -18 -16 -20
right_child=1 8 3 5 -6 -7 -8 -9 13 -11 -12 -13 -14 15 18 16 17 -19 19 -21
leaf_value=-0.0038791397138275155 -0.0044010510001130055 -0.003923644468909377 0.0020536517666010418 0.0020045580575597812 -0.008476534586202681 0.012060022818205656 0.0062733255669267639 -0.0082446631933366706 0.013569205583201059 -0.011899851662752382 -0.0072984172998068562 0.0075827409792528404 0.00049967033677410743 -0.0070420955957197244 -0.0049240838609670877 0.010966919394097998 0.0045000430456461678 -0.0013360944096630272 0.0095232731043759095 0.00060096312117512412
leaf_weight=89 56 251 390 78 57 48 91 46 60 69 91 63 1029 81 72 50 151 792 53 138
leaf_count=89 56 251 390 78 57 48 91 46 60 69 91 63 1029 81 72 50 151 792 53 138
internal_value=0 4.56384e-05 0.00130308 0.00175413 0.000870823 0.00584171 0.00188338 0.000965254 -0.000286217 -0.000983505 -0.00045767 5.24117e-06 -0.000367075 0.000463393 0.0032449 -0.00037237 0.000170862 -0.000400701 0.000886436 0.00308108
internal_weight=0 3666 766 710 584 126 527 436 2900 1503 1434 1343 1280 1397 323 1074 993 943 263 191
internal_count=3755 3666 766 710 584 126 527 436 2900 1503 1434 1343 1280 1397 323 1074 993 943 263 191
is_linear=0
shrinkage=0.0995203


Tree=1454
num_leaves=12
num_cat=0
split_feature=27 26 9 4 9 18 18 9 9 8 5
split_gain=0.109588 0.144874 0.18758 0.285835 0.180411 0.239319 0.16475 0.326524 0.563342 0.256216 0.214017
threshold=-0.038765000000000001 -0.25943499999999997 0.11351500000000002 0.14831500000000003 0.12188500000000002 0.11417000000000002 -0.088184999999999999 0.099330000000000016 0.09550500000000002 0.10851500000000001 -0.0073899999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -4 -6 7 8 -3 10 -8
right_child=1 2 4 -5 5 -7 9 -9 -10 -11 -12
leaf_value=-0.0034930872453413156 0.0053615605445851916 0.0017489380032412591 -0.0066572437302821214 0.0072012749762006313 0.0026124296788073735 -0.0057647824502055191 0.00036692584719901406 0.0079804904602167499 -0.0073109138679750144 -0.0071201007151902359 -0.0016703580272574888
leaf_weight=89 50 579 79 56 85 56 1859 67 77 54 704
leaf_count=89 50 579 79 56 85 56 1859 67 77 54 704
internal_value=0 4.11187e-05 -3.22231e-05 0.000149987 -0.00284861 -0.000708885 3.15169e-05 0.00136153 0.000684262 -0.000335614 -0.000192352
internal_weight=0 3666 3616 3396 220 141 3340 723 656 2617 2563
internal_count=3755 3666 3616 3396 220 141 3340 723 656 2617 2563
is_linear=0
shrinkage=0.0995203


Tree=1455
num_leaves=26
num_cat=0
split_feature=1 1 2 2 19 5 9 20 3 3 9 3 6 26 29 2 1 17 5 3 17 5 5 5 2
split_gain=0.121038 0.402452 0.232812 0.505923 0.480329 0.480271 0.580042 0.602775 0.276125 0.395039 0.256122 0.296187 0.26243 0.394957 0.377436 0.277681 0.220546 0.169121 0.397143 0.322993 0.242222 0.316445 0.435279 0.212301 0.151495
threshold=-0.041095 -0.049499999999999995 -0.082025000000000001 -0.082830000000000001 0.11183000000000003 -0.017704999999999995 0.091310000000000016 -0.0096699999999999998 0.087625000000000022 0.091715000000000033 0.11351500000000002 0.10426500000000002 0.049085000000000011 -0.091484999999999997 0.10293500000000003 -0.080914999999999987 0.005935000000000001 0.28919000000000006 -0.039649999999999998 0.096385000000000012 0.12088500000000003 -0.095169999999999991 -0.091229999999999992 -0.068984999999999991 -0.078670000000000004
decision_type=2 2 2 2 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 4 5 8 7 -7 16 -10 12 -12 13 -4 15 -15 -2 20 -19 -20 21 -1 -23 -24 -22
right_child=2 -3 10 -5 -6 6 -8 -9 9 -11 11 -13 -14 14 -16 -17 -18 18 19 -21 24 22 23 -25 -26
leaf_value=-0.0069644303345889431 0.010175723540829389 0.0074553151037997072 0.0095703315050245635 -0.0096881002688775815 0.0072514583081921529 -0.010858083987809715 0.0037606751463742645 0.001402029171462611 -0.0091065621582536102 0.0016525509216883281 0.0015016831765531243 -0.0078535686989402356 -0.0055378890193359667 0.0054992453050563377 0.0090460055302199662 -0.00031952506787257906 0.00056195158940463988 -0.010653018079464104 0.0066269611432150082 -0.0041337467443632418 0.009545717251223846 0.0098502773457529846 -0.002437066656322073 0.00079780168820684752 0.0014445916629759758
leaf_weight=58 46 80 51 77 61 149 57 54 48 114 58 79 64 89 50 929 49 46 47 67 46 48 246 1096 46
leaf_count=58 46 80 51 77 61 149 57 54 48 114 58 79 64 89 50 929 49 46 47 67 46 48 246 1096 46
internal_value=0 0.00055675 -0.000574795 -0.0021088 -0.00109768 -0.00208437 -0.00510057 -0.00759274 0.000963866 -0.00153028 0.000185775 -0.00388698 0.000658121 0.00101323 0.000603834 0.000188385 0.00522566 0.00023163 -0.00284708 0.000295505 0.000552027 0.00023683 0.000537904 0.000204213 0.00550406
internal_weight=0 1780 1975 655 578 517 260 203 257 162 1320 137 1183 1119 1068 1018 95 1700 160 114 1540 1448 1390 1342 92
internal_count=3755 1780 1975 655 578 517 260 203 257 162 1320 137 1183 1119 1068 1018 95 1700 160 114 1540 1448 1390 1342 92
is_linear=0
shrinkage=0.0995203


Tree=1456
num_leaves=31
num_cat=0
split_feature=0 6 3 6 6 5 5 1 21 26 3 8 8 18 18 2 3 9 1 1 1 2 5 5 1 3 9 6 9 2
split_gain=0.242456 0.475899 0.157351 0.521462 0.395152 0.584987 0.584238 0.598667 0.514257 0.519124 0.324348 0.309249 0.921929 0.324107 0.688415 0.650198 0.243108 0.529715 0.415065 0.595187 0.558233 0.880195 0.417058 0.696757 0.442333 0.353593 0.80106 0.323372 0.214275 0.1952
threshold=-0.23032 -0.095814999999999997 0.089985000000000023 0.082725000000000021 -0.0093650000000000001 0.089620000000000019 0.058505000000000008 -0.01257 -0.026109999999999998 0.07987000000000001 0.08544000000000003 -0.057284999999999996 -0.079585000000000003 -0.025079999999999998 -0.011039999999999999 -0.086304999999999993 0.091225000000000014 0.089255000000000015 -0.0027699999999999995 -0.0086750000000000004 0.04735000000000001 -0.077115000000000003 -0.055004999999999991 0.5124350000000002 0.10055500000000002 0.092510000000000023 0.090465000000000031 -0.074054999999999996 0.09296500000000002 -0.086304999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 8 7 10 -6 -10 -2 12 13 15 -15 -5 17 -4 19 25 21 -20 24 -24 -22 26 -18 -27 -23 -9
right_child=2 -3 16 11 5 -7 -8 29 9 -11 -12 -13 -14 14 -16 -17 18 -19 20 -21 22 28 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0021448497200338853 0.0012330966481761223 -0.0097933215644395114 0.0095214033830409422 -6.8366963303564685e-05 -0.00067584437866351405 0.001873975562561784 -0.01127192706193671 0.001967918321775021 -0.0063297469905133743 -0.019910836326575185 0.013072877674594965 0.0077827115628780223 -0.0098454321468381331 -0.0072275982902362083 0.0023587077676367695 0.012084917985022489 0.003261020408041636 -0.0013918652645812666 0.018515208726787465 -0.0098450222399497668 0.0095794124963579103 0.0069547075093371593 -0.012224870656847733 0.0012905869797328164 0.00078996907428945269 0.0046145879711870126 -0.01389725510941129 -0.00058366746571475176 -0.00090074171932160829 -0.0030077047962812297
leaf_weight=61 46 72 89 97 48 65 51 105 57 55 46 63 76 94 352 79 51 87 47 71 66 64 61 99 405 141 57 743 74 303
leaf_count=61 46 72 89 97 48 65 51 105 57 55 46 63 76 94 352 79 51 87 47 71 66 64 61 99 405 141 57 743 74 303
internal_value=0 -0.00431177 1.51316e-05 -0.000746269 -0.00256188 -0.00607708 -0.00112497 -8.83436e-05 -0.00931231 -0.0130063 0.00716189 0.00110406 0.000500082 0.00176548 0.00033644 0.00538215 0.000585006 0.00412213 0.000253259 -0.00104218 0.00194183 0.00674952 0.00053098 -0.00385707 0.00202335 -0.000411312 -0.00578716 0.00024454 0.00273643 -0.00172521
internal_weight=0 133 3592 1537 776 225 551 500 160 112 92 761 698 622 446 176 2055 176 1879 1063 816 185 631 160 471 992 108 884 138 408
internal_count=3725 133 3592 1537 776 225 551 500 160 112 92 761 698 622 446 176 2055 176 1879 1063 816 185 631 160 471 992 108 884 138 408
is_linear=0
shrinkage=0.0995203


Tree=1457
num_leaves=21
num_cat=0
split_feature=0 6 5 21 5 26 3 0 5 6 5 3 5 3 26 26 12 0 0 0
split_gain=0.196539 0.385953 0.141447 0.319046 0.28436 0.506108 0.313651 0.961128 0.270097 0.238952 0.549473 0.301832 0.202253 0.18264 0.210743 0.583369 0.16945 0.266018 0.466143 0.183502
threshold=-0.23032 -0.095814999999999997 -0.0016799999999999999 -0.083784999999999984 0.089620000000000019 1.0000000180025095e-35 0.10850000000000003 -0.076154999999999987 0.034205000000000006 0.10248500000000002 -0.039649999999999998 0.10057000000000002 -0.0038499999999999997 0.14530500000000005 0.11624000000000002 0.095150000000000026 -0.08727 -0.071799999999999989 -0.068604999999999985 -0.074094999999999994
decision_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 9 -4 5 8 7 -7 -5 12 11 -11 16 14 15 -6 -2 19 -19 -18
right_child=2 -3 3 4 13 6 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 17 18 -20 -21
leaf_value=0.0019313937667946577 -0.0058426680556201089 -0.0088186882640258757 0.0062765193131870158 -0.0039053952451322143 -0.0011038593170597565 0.00037262830297764542 0.0064536978641690562 -0.014755661755948403 -0.013374903542330417 -0.0060753556960624977 0.012346638386454093 0.0040641709115467883 0.0054780457972554404 0.0056827108681900907 -0.0062277598474173397 0.0080189807890531858 -0.00013600150181625881 0.010998722021676711 0.00096144164836993191 -0.0059757343474602228
leaf_weight=61 48 72 59 59 525 225 46 51 61 46 54 79 69 52 57 80 1734 57 235 55
leaf_count=61 48 72 59 59 525 225 46 51 61 46 54 79 69 52 57 80 1734 57 235 55
internal_value=0 -0.00388205 1.36258e-05 -0.000859647 -0.00122457 -0.00320841 -0.00114966 -0.00241985 -0.00872589 0.000460342 0.00395711 0.000326275 0.000175201 2.37066e-06 -0.000442583 0.000101114 2.9538e-06 0.000138181 0.00292358 -0.000315993
internal_weight=0 133 3592 1215 1156 442 322 276 120 2377 179 125 2198 714 662 605 2129 2081 292 1789
internal_count=3725 133 3592 1215 1156 442 322 276 120 2377 179 125 2198 714 662 605 2129 2081 292 1789
is_linear=0
shrinkage=0.0995203


Tree=1458
num_leaves=27
num_cat=0
split_feature=6 6 8 5 5 5 21 27 1 6 5 1 17 26 8 4 8 8 8 6 8 8 17 2 5 26
split_gain=0.12242 1.02861 0.209418 0.167407 0.41584 0.444694 0.630539 0.359823 0.329457 0.349343 0.221782 0.190013 0.288984 0.185132 0.41883 0.206512 0.157915 0.335097 0.299346 0.738766 0.541379 0.46677 0.365174 0.826839 0.328072 0.283311
threshold=0.082725000000000021 0.049085000000000011 -0.15146000000000001 0.27287000000000011 -0.0065700000000000003 -0.0038499999999999997 -0.083784999999999984 0.083925000000000013 -0.50388999999999995 -0.074054999999999996 -0.0089549999999999994 0.066150000000000028 -0.55026999999999993 0.088875000000000023 -0.099434999999999996 0.09044000000000002 -0.092844999999999997 -0.097249999999999989 -0.085289999999999991 0.085955000000000018 -0.086589999999999986 -0.084129999999999996 -0.0050499999999999998 -0.082830000000000001 -0.082635 0.088545000000000026
decision_type=2 2 2 2 2 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 10 -6 -7 -8 -5 -10 13 12 -11 15 -15 -1 17 -4 20 -20 22 -21 23 -18 -23 -24
right_child=2 -3 16 8 5 6 7 -9 9 11 -12 -13 -14 14 -16 -17 18 -19 19 21 -22 24 25 -25 -26 -27
leaf_value=-0.0018670146967226142 0.0067050251281691644 -0.015287010284087963 0.0018588378239030787 0.0093825872303697905 -0.011340162054153414 0.0085300465519825251 -0.0022385130119311225 -0.011502827301456457 0.0072334435304146072 0.0029620543175643203 0.006977005973189003 0.0045409761120845738 -0.0049800048590202487 -0.0037090068296891264 0.004534050237582089 0.00091216816436108213 -0.001392854253668574 -0.008138747778464352 0.010955503201050626 -0.010273862139094533 0.012551752762436068 -0.0065904139691106657 -0.0083423377748676718 0.015679342750521814 0.00035855442080763198 0.0019687957092092354
leaf_weight=577 54 46 70 48 57 50 361 47 62 67 47 48 140 85 216 489 72 63 56 49 54 74 49 46 741 57
leaf_count=577 54 46 70 48 57 50 361 47 62 67 47 48 140 85 216 489 72 63 56 49 54 74 49 46 741 57
internal_value=0 -0.000551853 0.000628564 -0.000256022 -0.000626144 -0.00304746 -0.00201361 -0.00330773 0.00169781 0.000531597 0.000255157 -0.00109466 -0.00240543 2.3448e-05 0.00220356 -0.000591368 0.000381421 -0.00287071 0.00074315 -0.000120755 0.00360506 -0.000839609 0.00144461 0.00525548 -0.000271391 -0.00278995
internal_weight=0 2340 1385 2294 1929 515 458 408 365 317 1414 255 207 1367 301 1066 1331 133 1198 920 278 864 224 118 815 106
internal_count=3725 2340 1385 2294 1929 515 458 408 365 317 1414 255 207 1367 301 1066 1331 133 1198 920 278 864 224 118 815 106
is_linear=0
shrinkage=0.0995203


Tree=1459
num_leaves=18
num_cat=0
split_feature=35 4 5 5 21 5 26 4 26 26 26 1 5 2 5 2 7
split_gain=0.101265 0.17538 0.141666 0.239773 0.451296 0.247519 0.608617 0.293963 0.153162 0.539806 0.432616 0.476036 0.920479 0.70429 0.327737 0.940556 0.245269
threshold=0.004000000000000001 0.15615500000000004 -0.0050400000000000002 -0.0038499999999999997 -0.083784999999999984 0.089620000000000019 1.0000000180025095e-35 0.10739000000000003 0.088475000000000012 0.088055000000000022 0.08896500000000003 -0.079629999999999992 -0.039649999999999998 -0.081204999999999986 -0.010424999999999999 -0.086304999999999993 0.081185000000000021
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 -6 -7 9 14 -10 13 -13 -12 16 -16 -1
right_child=-2 -3 3 4 5 7 -8 -9 10 -11 11 12 -14 -15 15 -17 -18
leaf_value=-0.00076792051792803982 -0.0046918343322928553 0.0060635691313048442 -0.0074380663817111871 0.0074109454745739439 -0.0083611805909782934 -0.00056689698865632727 -0.00063114251219206319 0.0062741213219510662 0.010127107228423771 -0.010531970226557982 0.00036393930327159379 0.00067612080555414747 0.011839458378557058 -0.011903096469991721 -0.0058812421512824641 0.0095543817322695304 0.0060280823040520558
leaf_weight=1195 47 46 54 65 140 632 362 69 53 49 175 461 87 63 60 112 55
leaf_count=1195 47 46 54 65 140 632 362 69 53 49 175 461 87 63 60 112 55
internal_value=0 -4.25505e-05 -0.000120111 -0.000941881 -0.000664583 -0.0011016 -0.00278856 0.000105303 0.000349828 -0.000261707 0.001423 0.000835035 0.0024499 -0.00287978 9.16157e-05 0.0041651 -0.000468241
internal_weight=0 3678 3632 1322 1268 1203 502 701 2310 1471 839 786 548 238 1422 172 1250
internal_count=3725 3678 3632 1322 1268 1203 502 701 2310 1471 839 786 548 238 1422 172 1250
is_linear=0
shrinkage=0.0995203


Tree=1460
num_leaves=15
num_cat=0
split_feature=12 0 0 0 9 9 3 4 21 0 0 2 3 5
split_gain=0.199789 0.172739 0.355737 0.454851 0.26689 0.696392 0.534947 0.339605 0.305542 0.29018 0.247785 0.281468 0.208252 0.0247446
threshold=-0.087364999999999998 0.048265000000000009 0.0083400000000000019 -0.014889999999999999 0.086070000000000021 0.085765000000000022 0.086375000000000021 0.10845500000000002 -0.075024999999999994 -0.089449999999999988 0.099665000000000017 -0.13088999999999998 0.10749000000000002 0.11286000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 9 -8 -2 -6 -3 12 -12 -13
right_child=1 10 -4 -5 6 -7 7 -9 -10 -11 11 13 -14 -15
leaf_value=-0.0061628357011210746 0.0044808782734552435 0.0078471658072620694 -0.0068527214811198818 0.0085646730207408935 -0.0022474907950632375 0.012296475396932256 -0.00030776163062824969 -0.0075899425906045545 -0.00017720217935381454 -0.011872639298758274 0.0091260705048097149 -0.004970002085016155 8.9406098530222763e-05 -0.0016696686884157428
leaf_weight=54 157 63 79 59 59 50 1639 66 1247 66 47 46 55 46
leaf_count=54 157 63 79 59 59 50 1639 66 1247 66 47 46 55 46
internal_value=0 -6.4768e-05 -0.000251867 -9.56344e-05 -0.000251474 0.000754712 -0.00105137 -0.000590133 0.000343097 -0.00733612 0.00242331 0.000657728 0.00426139 -0.00332874
internal_weight=0 3679 3422 3343 3284 1454 1830 1705 1404 125 257 194 102 92
internal_count=3733 3679 3422 3343 3284 1454 1830 1705 1404 125 257 194 102 92
is_linear=0
shrinkage=0.0995203


Tree=1461
num_leaves=13
num_cat=0
split_feature=1 0 21 20 20 20 20 0 0 0 4 9
split_gain=0.227752 0.150452 0.527765 0.550882 0.432173 0.2556 0.223646 0.15511 0.391559 0.309677 0.268176 0.169894
threshold=0.62916000000000016 -0.16969499999999998 1.0000000180025095e-35 -0.071149999999999991 -0.015594999999999999 -0.23803499999999997 -0.15615999999999999 0.048265000000000009 0.0083400000000000019 -0.01213 0.10722500000000003 0.096305000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -3 -7 8 9 -8 11 -9
right_child=-2 5 3 -5 -6 6 7 10 -10 -11 -12 -13
leaf_value=0.0019954982191791332 -0.0067430670002350578 0.0053432704854700684 0.0066820790766245128 -0.0067691357686786033 0.01450526065060858 -0.0072404753886338548 -0.0004057245322390374 0.0020364280440440859 -0.0077010062446411015 0.0074922148144097407 0.0078027967514160178 -0.004714532948891955
leaf_weight=64 51 80 47 84 48 46 2938 141 72 50 62 50
leaf_count=64 51 80 47 84 48 46 2938 141 72 50 62 50
internal_value=0 -4.62863e-05 0.00234664 -0.00193688 0.00736414 -0.000215609 -0.000348246 -0.000252303 -0.000448327 -0.000273289 0.00211535 0.000264874
internal_weight=0 3682 243 131 112 3439 3359 3313 3060 2988 253 191
internal_count=3733 3682 243 131 112 3439 3359 3313 3060 2988 253 191
is_linear=0
shrinkage=0.0995203


Tree=1462
num_leaves=13
num_cat=0
split_feature=1 0 21 21 20 20 10 10 3 3 1 3
split_gain=0.184678 0.126498 0.301578 0.25187 0.206731 0.273047 0.187314 0.245073 0.167272 0.152388 0.147636 0.143705
threshold=0.62916000000000016 -0.18357499999999999 1.0000000180025095e-35 0.090375000000000025 -0.23803499999999997 -0.15615999999999999 0.079955000000000012 1.0000000180025095e-35 0.17152000000000003 0.10525500000000003 0.36766000000000004 0.084505000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 -3 -6 7 8 -7 11 -1 -8
right_child=-2 4 3 -5 5 6 9 -9 -10 -11 -12 -13
leaf_value=0.010485587022284351 -0.006071996352415546 0.0048115071307464931 -0.0066794901804856904 0.0025628716220874822 -0.0077596465057463218 -0.00037132022031666429 0.0044837390309075738 -0.0069650970951508845 0.0046553334886754952 0.0061171063030482425 0.0025686658788684289 -0.0029921772185436111
leaf_weight=47 51 80 47 77 48 3030 46 55 67 81 47 57
leaf_count=47 51 80 47 77 48 3030 46 55 67 81 47 57
internal_value=0 -4.16135e-05 0.00228337 -0.000933681 -0.000188168 -0.000306605 -0.000199122 -0.000379528 -0.00026231 0.00288687 0.00653584 0.000338634
internal_weight=0 3682 218 124 3464 3384 3336 3152 3097 184 94 103
internal_count=3733 3682 218 124 3464 3384 3336 3152 3097 184 94 103
is_linear=0
shrinkage=0.0995203


Tree=1463
num_leaves=23
num_cat=0
split_feature=6 6 29 9 9 9 5 17 17 19 9 3 9 22 27 26 5 23 21 17 5 3
split_gain=0.16791 0.311968 0.229202 0.18562 0.738215 0.524105 0.54856 0.359519 0.747221 0.614295 0.286967 0.632368 0.501152 0.179219 0.314439 0.257068 0.252756 0.203651 0.54738 0.892498 0.256502 0.155865
threshold=-0.10032499999999998 -0.095814999999999997 -0.08570499999999999 0.086070000000000021 0.085665000000000033 0.086885000000000032 -0.0065700000000000003 -0.00067499999999999993 0.011640000000000003 0.10583000000000002 0.087695000000000009 0.08777500000000002 0.088085000000000011 0.086035000000000014 0.096800000000000011 -0.089654999999999999 -0.012164999999999999 -1.0000000180025095e-35 0.084670000000000009 0.053575000000000012 -0.497305 0.09482500000000002
decision_type=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 4 7 6 -5 9 -9 -4 11 -7 -12 14 15 -1 21 -17 19 -19 -20 -15
right_child=1 2 3 5 -6 10 -8 8 -10 -11 12 -13 -14 16 -16 17 -18 18 20 -21 -22 -23
leaf_value=0.0032966660206826329 0.0064980411672073187 0.0062359689812947127 -0.0015139408982756493 -0.013715512410351434 0.012113508221947698 -0.0027901457837209613 -0.00056203309997373879 0.0090192953189166258 -0.00061848135079721662 0.0089311874910276094 -0.0093554834329780592 0.010877286618950717 -0.00027517684638372588 0.0069348286124474882 0.0031332594749441719 3.5940065395504128e-05 -0.0049762379474695808 -0.020433938009925549 -0.0087049391891960183 -0.0021474492807166648 -0.00011072980695977464 0.00027563467814843169
leaf_weight=46 76 58 788 61 55 66 65 129 208 60 63 68 1361 62 80 74 51 54 47 52 129 80
leaf_count=46 76 58 788 61 55 66 65 129 208 60 63 68 1361 62 80 74 51 54 47 52 129 80
internal_value=0 0.000201534 4.07851e-05 -8.18217e-05 0.000841915 -0.000762494 -0.00693649 0.00031807 0.00306833 -0.000773933 -0.00026266 0.00413946 -0.000677479 -0.00153261 -0.00255923 -0.0036941 0.00102706 -0.00459971 -0.00581905 -0.0114709 -0.00241043 0.00318894
internal_weight=0 3058 2982 2924 1240 1684 126 1185 337 848 1558 134 1424 675 482 402 193 356 282 106 176 142
internal_count=3733 3058 2982 2924 1240 1684 126 1185 337 848 1558 134 1424 675 482 402 193 356 282 106 176 142
is_linear=0
shrinkage=0.0995203


Tree=1464
num_leaves=18
num_cat=0
split_feature=20 21 18 6 18 21 8 17 8 20 9 18 17 20 20 2 9
split_gain=0.185597 0.376467 0.640014 0.469048 0.38898 0.33878 0.218228 0.506511 0.375403 0.236287 0.420418 0.22339 0.211195 0.151682 0.237102 0.196607 0.109735
threshold=-0.094259999999999997 0.095695000000000016 0.014860000000000003 -0.03764 -0.015069999999999998 0.11459000000000003 0.093085000000000015 -1.0000000180025095e-35 0.058495000000000012 -0.085594999999999991 0.083925000000000013 -0.12363 -0.54192999999999991 -0.083654999999999993 -0.08237499999999999 -0.080069999999999988 0.084675000000000014
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 16 -3 8 11 9 10 -2 -8 -13 -11 -15 -16 -5
right_child=6 5 -4 4 -6 -7 7 -9 -10 13 -12 12 -14 14 15 -17 -18
leaf_value=-0.010628111555158807 -0.0016832462201729641 -0.012766543441052759 0.0097533259707080315 -0.0065732834782261784 0.0079857821187269886 -0.001552529789855276 0.00586454466011865 0.0098787416344210278 -0.007795807498972949 -0.0037584446714022464 0.01089518132540873 0.0019915280259641061 -0.0071016883727984407 0.0063385784517359257 -0.00051754979351655223 0.0011392431540996038 0.00017909308212670487
leaf_weight=50 48 49 56 46 47 59 46 82 54 84 58 51 50 68 1292 1572 49
leaf_count=50 48 49 56 46 47 59 46 82 54 84 58 51 50 68 1292 1572 49
internal_value=0 -0.00174338 0.000389181 -0.00233777 0.000575608 -0.00664795 0.000644344 0.00361191 0.000430115 0.000572657 0.00519157 0.000110562 -0.00250196 0.00041005 0.000529754 0.000391549 -0.00308186
internal_weight=0 356 248 192 142 108 3405 229 3176 3122 106 147 101 3016 2932 2864 95
internal_count=3761 356 248 192 142 108 3405 229 3176 3122 106 147 101 3016 2932 2864 95
is_linear=0
shrinkage=0.0995203


Tree=1465
num_leaves=16
num_cat=0
split_feature=21 20 21 18 20 21 29 9 0 19 5 21 20 5 4
split_gain=0.165665 0.147836 0.371926 0.51893 0.286605 0.244993 0.188116 0.196901 0.27418 0.240517 0.239828 0.219342 0.212611 0.564566 0.209924
threshold=0.15665000000000004 -0.094259999999999997 0.095695000000000016 0.014860000000000003 -0.14741499999999999 -0.091104999999999992 -0.091704999999999995 0.10706000000000003 -0.044789999999999996 -0.071824999999999986 -0.095609999999999987 0.096230000000000024 -0.085594999999999991 -0.02504 0.10172500000000002
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 -3 9 10 -8 -9 -12 13 -11 -14
right_child=-2 6 -4 -5 -6 -7 7 8 -10 12 11 -13 14 -15 -16
leaf_value=0.0054003834867302454 -0.0044899346850884444 -0.0047662308890102706 -0.0074506508711148917 0.008782673362896563 -0.0066557152997921464 -0.0039424670577205452 0.0076059127199370096 0.0069301568906561155 0.010371747403752888 0.012663143988469251 -0.0034859151725808563 0.0043165801410673891 -0.0001288638139257173 -0.0017797128435070684 0.002082398915839325
leaf_weight=61 68 62 80 56 80 51 47 65 46 49 88 60 2371 59 518
leaf_count=61 68 62 80 56 80 51 47 65 46 49 88 60 2371 59 518
internal_value=0 0.00046631 -0.00154976 0.00035045 -0.00210469 0.00113874 0.000663068 0.000765228 0.00340005 0.000540774 0.00189059 -0.00031721 0.000429703 0.00476549 0.000267334
internal_weight=0 3693 328 248 192 112 3365 3303 259 3044 213 148 2997 108 2889
internal_count=3761 3693 328 248 192 112 3365 3303 259 3044 213 148 2997 108 2889
is_linear=0
shrinkage=0.0995203


Tree=1466
num_leaves=17
num_cat=0
split_feature=21 20 6 21 9 2 8 26 20 2 2 2 9 20 8 21
split_gain=0.134337 0.124608 0.322864 0.689559 0.807032 0.304289 0.232967 0.348653 0.193731 0.145754 0.294858 0.289468 0.364214 0.237573 0.124423 0.124345
threshold=0.15665000000000004 -0.090514999999999998 -0.091244999999999993 0.088590000000000016 0.090695000000000012 -0.090919999999999987 0.10228000000000002 -0.088764999999999997 -0.085594999999999991 -0.088385000000000005 -0.087444999999999995 -0.090394999999999989 0.084675000000000014 -0.083495 -0.011315 -0.089954999999999993
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 -4 8 -8 -3 11 -11 12 -10 -12 15 -7
right_child=-2 6 3 4 -6 14 7 -9 9 10 13 -13 -14 -15 -16 -17
leaf_value=0.0053887868115730271 -0.0040430953378280616 0.0052351848291397685 0.0077275245397370488 -0.018557788611135183 -0.0002863507330947894 -0.0071105512280259043 -0.00085779560306565195 0.0088093253207819858 -0.0056053504596715927 0.0084701615055891664 -0.0050879921680839543 -0.0086244501809052531 0.0014869391581103192 0.00059335042365335597 0.0024663493869788232 -0.0002583240883968694
leaf_weight=59 68 81 46 49 47 49 67 82 99 46 75 49 260 2574 53 57
leaf_count=59 68 81 46 49 47 49 67 82 99 46 75 49 260 2574 53 57
internal_value=0 0.000419903 -0.00133836 -0.0026597 -0.00962093 0.000596208 0.00061006 0.00445687 0.000429786 0.000304083 0.000569689 -0.00144834 -0.000466593 0.000432188 -0.00146179 -0.00343359
internal_weight=0 3693 360 301 96 205 3333 149 3184 3103 2695 408 359 2649 159 106
internal_count=3761 3693 360 301 96 205 3333 149 3184 3103 2695 408 359 2649 159 106
is_linear=0
shrinkage=0.0995203


Tree=1467
num_leaves=13
num_cat=0
split_feature=9 9 5 1 20 26 19 5 19 5 9 17
split_gain=0.117266 0.158536 0.258664 0.271007 0.283364 0.217057 0.145758 0.160285 0.496005 0.363994 0.269849 0.176576
threshold=0.18114000000000005 0.10706000000000003 -0.095609999999999987 -0.068094999999999989 -0.0033999999999999998 0.29612500000000008 -0.071824999999999986 0.11286000000000003 0.072660000000000016 0.073820000000000011 0.087495000000000031 -0.17921000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 -1 9 10 11 -9 -8
right_child=-2 2 3 4 -6 -7 7 8 -10 -11 -12 -13
leaf_value=0.0050272748411933554 -0.0039859725202770861 0.0071193469013987156 0.0071304771277128556 0.0030144029325592033 -0.0056667769900806339 -0.0063864123792910944 -0.0057525737869541585 -0.0031113497023898891 -0.010675799497478272 0.00893016230479814 0.0014372269235213614 0.00046622934336391431
leaf_weight=63 62 88 48 72 77 49 46 217 51 50 319 2619
leaf_count=63 62 88 48 72 77 49 46 217 51 50 319 2619
internal_value=0 0.00037736 0.00263256 0.000624154 -0.00146635 0.000188857 0.000284847 0.000194116 -0.00129668 0.000516738 -0.000402741 0.000358581
internal_weight=0 3699 285 197 149 3414 3365 3302 587 2715 536 2665
internal_count=3761 3699 285 197 149 3414 3365 3302 587 2715 536 2665
is_linear=0
shrinkage=0.0995203


Tree=1468
num_leaves=10
num_cat=0
split_feature=21 20 0 20 20 0 0 0 8
split_gain=0.175067 0.162577 0.318779 0.279434 0.215307 0.139428 0.251532 0.18188 0.0915122
threshold=-0.096850000000000006 -0.15398499999999998 -0.060094999999999996 -0.14091999999999996 -0.095634999999999998 -0.23998999999999998 -0.225295 -0.17809 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 8 -6 -7 -8 -5
right_child=1 3 -4 4 5 6 7 -9 -10
leaf_value=-0.0044859364640395371 -0.00036390621938271495 -0.0064283182465175682 0.010106594871955171 0.0014515216738642922 0.0050884249676950875 -0.0055485039409482757 0.0059884655203821489 -6.0554662050531039e-05 0.0075710872034271065
leaf_weight=84 74 66 47 46 52 82 50 3194 52
leaf_count=84 74 66 47 46 52 82 50 3194 52
internal_value=0 0.000109176 0.00369638 -1.31373e-05 0.000108434 -2.47332e-05 -0.000104921 3.2427e-05 0.00470699
internal_weight=0 3663 121 3542 3476 3378 3326 3244 98
internal_count=3747 3663 121 3542 3476 3378 3326 3244 98
is_linear=0
shrinkage=0.0995203


Tree=1469
num_leaves=13
num_cat=0
split_feature=21 20 3 20 20 2 3 3 0 3 18 20
split_gain=0.141956 0.131772 0.316844 0.226585 0.174653 0.152672 0.317905 0.399314 0.225517 0.225402 0.167873 0.0708255
threshold=-0.096850000000000006 -0.15398499999999998 0.098455000000000029 -0.14091999999999996 -0.095634999999999998 -0.087245000000000003 0.083815000000000014 0.086775000000000033 0.099665000000000017 0.081225000000000019 -0.085709999999999995 -0.10177499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 11 6 9 -8 10 -6 -7 -5
right_child=1 3 -4 4 5 8 7 -9 -10 -11 -12 -13
leaf_value=-0.0040394948798791463 0.009831645119734396 -0.0057885710270988962 -0.0006502384336512509 0.0017022746065255509 -0.0001577463253109886 0.0019644560420550017 -0.0083151392915794351 -0.0011809582103487143 -0.0053175245570521758 0.0084963705621829075 3.5011695535356985e-05 0.007089619649540981
leaf_weight=84 46 66 75 52 81 567 96 410 69 47 2108 46
leaf_count=84 46 66 75 52 81 567 96 410 69 47 2108 46
internal_value=0 9.83108e-05 0.00332785 -1.17839e-05 9.76665e-05 -2.22476e-05 -0.00141437 -0.0025361 0.000299104 0.00301354 0.000444288 0.00423938
internal_weight=0 3663 121 3542 3476 3378 634 506 2744 128 2675 98
internal_count=3747 3663 121 3542 3476 3378 634 506 2744 128 2675 98
is_linear=0
shrinkage=0.0995203


Tree=1470
num_leaves=11
num_cat=0
split_feature=6 20 18 20 20 12 6 12 2 20
split_gain=0.152044 0.362133 0.23618 0.157013 0.125612 0.116348 0.180662 0.238389 0.201709 0.0893413
threshold=0.23663500000000004 -0.15398499999999998 0.0036600000000000005 -0.14091999999999996 -0.095634999999999998 0.081895000000000023 -0.25061999999999995 -0.0073899999999999999 0.0066850000000000008 -0.10177499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 9 6 8 -8 -6 -5
right_child=-2 3 -4 4 5 -7 7 -9 -10 -11
leaf_value=0.0016791863702077579 -0.005391792276764746 -0.0045107327483231681 0.010932302673851072 0.00068419303179771121 -0.00015227165132405951 0.0036039921008670394 0.0070423905358598955 -9.9726602678160958e-05 -0.006098043736616948 0.006637216634453629
leaf_weight=64 51 78 48 54 123 82 47 3048 105 47
leaf_count=64 51 78 48 54 123 82 47 3048 105 47
internal_value=0 7.94441e-05 0.00565212 -9.44737e-05 3.54397e-06 -9.88167e-05 -0.000190435 8.46765e-06 -0.00289405 0.00346252
internal_weight=0 3696 112 3584 3506 3405 3323 3095 228 101
internal_count=3747 3696 112 3584 3506 3405 3323 3095 228 101
is_linear=0
shrinkage=0.0995203


Tree=1471
num_leaves=12
num_cat=0
split_feature=6 20 9 21 20 20 26 8 20 26 20
split_gain=0.123288 0.293722 0.263796 0.209731 0.190805 0.157649 0.432691 1.09074 0.311295 0.217095 0.184859
threshold=0.23663500000000004 -0.15398499999999998 0.082690000000000027 -0.093924999999999995 -0.14091999999999996 -0.08323499999999999 -0.025024999999999999 -0.082014999999999991 -0.08231999999999999 -0.09071499999999999 -0.081189999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 9 -8 -7 -6 -10
right_child=-2 3 -4 4 5 8 7 -9 10 -11 -12
leaf_value=6.9489369604596574e-05 -0.0048552005715871479 -0.0067617091289829245 0.0097508207794197235 -0.0054261649911849195 0.00091129107660888216 -0.007537458715536142 -0.00024830525883480308 0.015460957661133243 0.004649215940671675 -0.0073463092000486899 -0.00011178375180923864
leaf_weight=54 51 46 58 63 85 55 126 67 83 50 3009
leaf_count=54 51 46 58 63 85 55 126 67 83 50 3009
internal_value=0 7.15599e-05 0.00509035 -8.50489e-05 1.52773e-06 0.000100165 0.0021766 0.00520093 -0.000115994 -0.00214102 1.57533e-05
internal_weight=0 3696 112 3584 3538 3475 328 193 3147 135 3092
internal_count=3747 3696 112 3584 3538 3475 328 193 3147 135 3092
is_linear=0
shrinkage=0.0995203


Tree=1472
num_leaves=17
num_cat=0
split_feature=18 19 17 20 18 18 0 18 17 9 18 2 18 17 18 6
split_gain=0.16315 0.157769 0.299246 0.285113 0.28497 0.421552 0.347001 0.213234 0.316844 0.298135 0.201775 0.55565 0.206553 0.616006 0.300216 0.120483
threshold=0.31690500000000005 0.11896000000000002 0.51326500000000019 -0.012149999999999999 0.11906500000000002 0.15891500000000006 -0.071029999999999996 0.10361000000000002 0.22924500000000006 0.093235000000000026 0.095210000000000031 -0.076034999999999991 0.088735000000000022 -0.079754999999999993 0.086510000000000017 0.09278500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 6 -6 10 9 -9 12 -12 14 -14 -1 -7
right_child=-2 2 -4 -5 5 15 -8 8 -10 -11 11 -13 13 -15 -16 -17
leaf_value=0.00022596133503343448 0.0061709270225989848 0.0042194884565333558 -0.0095076493408791235 -0.0053553869475754289 0.013501226867184085 0.0027290425303384417 0.0019036981861943246 -0.010778596388913732 0.0033821426415576086 -0.0009175117548839792 -0.0013835322189404398 0.012592433001734678 -0.012749540684603405 7.273502382471942e-05 0.0069204429028603964 -0.0044696179771761104
leaf_weight=2754 46 67 47 57 58 46 46 63 50 59 68 48 48 163 68 46
leaf_count=2754 46 67 47 57 58 46 46 63 50 59 68 48 48 163 68 46
internal_value=0 0.000206352 -0.00274509 -0.000175264 0.000350087 0.00403772 0.00837943 0.000132202 -0.00327952 -0.00601642 0.000318813 0.00439257 0.000162738 -0.0028403 0.000387564 -0.00086139
internal_weight=0 3688 171 124 3517 196 104 3321 172 122 3149 116 3033 211 2822 92
internal_count=3734 3688 171 124 3517 196 104 3321 172 122 3149 116 3033 211 2822 92
is_linear=0
shrinkage=0.0995203


Tree=1473
num_leaves=29
num_cat=0
split_feature=5 5 0 5 0 8 26 1 0 8 19 19 18 3 8 26 4 26 26 2 36 3 3 1 0 1 4 8
split_gain=0.134263 0.362897 1.0625 0.302839 0.806249 0.834549 0.292719 0.801051 0.450372 0.312242 0.25505 0.729814 0.360329 0.37798 0.568188 1.35739 0.485468 0.500882 0.347103 0.277658 0.244834 0.269858 0.50188 0.454766 0.333711 0.250953 0.212133 0.199704
threshold=-0.074569999999999984 -0.067969999999999989 -0.076154999999999987 -0.087699999999999986 -0.071799999999999989 -0.082014999999999991 0.088545000000000026 -0.079434999999999992 -0.10806499999999999 -0.092545000000000002 0.10861000000000003 0.11669000000000003 0.19545000000000004 0.092900000000000024 -0.074504999999999988 -0.054024999999999997 0.10739000000000003 0.094935000000000033 0.088325000000000028 -0.073884999999999992 0.084475000000000022 0.092900000000000024 0.10259500000000003 0.11120500000000003 -0.09937 0.0022300000000000006 0.11849500000000003 -0.050299999999999997
decision_type=2 2 2 2 2 2 2 2 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 -5 20 -8 -9 -10 12 -12 13 14 18 -16 17 -15 -3 -13 21 23 -23 25 -24 -1 -18 -11
right_child=1 10 -4 4 -6 -7 7 8 9 27 11 19 -14 16 15 -17 26 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29
leaf_value=-0.0036734509537381366 0.016123816516659416 0.0018979907083971613 -0.0030944065816467638 -0.0026779654086211148 0.0060870883610767154 -0.019022097228232185 0.014078711633033836 0.0078457432136673291 -0.0083043078660927517 0.0033992474167126615 -0.013113754628708656 0.0063834172286857819 0.008007757147520304 -0.003909091297570986 -0.0025287319798330105 0.010919164929621836 0.010383976583859485 0.0012134704410243263 -0.0021368990531502904 -0.0033877966374526863 0.0049251482866726967 0.0077813169796392698 0.00086087881336710612 -0.010842928235484569 -0.0056749428454738278 0.0032461585525173278 0.0010051130387282758 -0.0045789987979365484
leaf_weight=179 55 557 59 91 54 47 51 61 55 88 52 53 65 479 127 179 47 312 340 63 65 72 228 68 117 73 49 48
leaf_count=179 55 557 59 91 54 47 51 61 55 88 52 53 65 479 127 179 47 312 340 63 65 72 228 68 117 73 49 48
internal_value=0 0.000687731 0.00617037 -0.000565443 -0.0042137 -0.00825038 6.7722e-05 0.00270366 0.000398319 -0.00197589 0.000418321 -0.00331563 0.000709793 0.000482431 0.00163192 0.00533517 -0.00107565 -0.00188753 0.000367688 0.00106958 -0.00092713 -0.00144439 0.000221983 -0.00361843 -0.00135324 -0.00166571 0.00560538 0.000577376
internal_weight=0 2437 114 1297 192 138 1105 303 252 191 2323 168 2155 2090 1203 306 887 791 897 116 802 737 417 320 345 252 96 136
internal_count=3734 2437 114 1297 192 138 1105 303 252 191 2323 168 2155 2090 1203 306 887 791 897 116 802 737 417 320 345 252 96 136
is_linear=0
shrinkage=0.0995203


Tree=1474
num_leaves=11
num_cat=0
split_feature=18 19 17 19 19 20 21 20 29 2
split_gain=0.132319 0.130212 0.240187 0.216451 0.396986 0.213643 0.136111 0.156342 0.155823 0.0237253
threshold=0.31690500000000005 0.11896000000000002 0.51326500000000019 0.11183000000000003 0.10671000000000001 -0.012149999999999999 0.15544000000000005 -0.16295499999999999 0.0035350000000000004 -0.074304999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 6 -3 7 9 -9 -1
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=-0.0021870339053960365 0.0055322926781424409 0.0035857626894003456 -0.0085792952507652339 0.0057704391321017024 -0.0080560447157962609 -0.0047023360156997727 0.004794467261896888 0.00048484260656903017 -0.0030710698531903166 -0.0054255346401161997
leaf_weight=46 46 67 47 70 57 57 66 3105 127 46
leaf_count=46 46 67 47 70 57 57 66 3105 127 46
internal_value=0 0.000160773 -0.00252055 0.000291375 0.000179871 -0.000217488 0.000318593 0.000229475 0.000344861 -0.00381518
internal_weight=0 3688 171 3517 3447 124 3390 3324 3232 92
internal_count=3734 3688 171 3517 3447 124 3390 3324 3232 92
is_linear=0
shrinkage=0.0995203


Tree=1475
num_leaves=31
num_cat=0
split_feature=5 17 0 5 0 5 2 5 2 17 9 3 3 9 3 35 5 3 4 26 3 3 0 17 0 17 9 17 0 26
split_gain=0.103965 0.463745 0.793307 0.298244 0.853992 0.281267 0.528089 0.366941 0.735835 0.872749 0.281633 0.19167 0.349465 0.636231 0.323428 0.27677 0.247081 0.154247 0.522879 0.851453 0.652873 0.56845 0.513252 0.310402 0.393183 0.715359 0.315327 0.301655 0.23516 0.296706
threshold=-0.074569999999999984 -0.065004999999999993 -0.13955999999999999 -0.067969999999999989 -0.076154999999999987 -0.087699999999999986 -0.080874999999999989 -0.10894 -0.082404999999999992 -0.0036050000000000001 0.087295000000000025 0.097880000000000023 0.086335000000000023 0.086885000000000032 0.10393500000000001 -0.070059999999999997 -0.47386999999999996 0.092900000000000024 0.078295000000000017 -0.084149999999999989 0.086965000000000028 0.083055000000000018 -0.14731999999999998 -0.54441499999999998 -0.086589999999999986 -0.0096999999999999986 0.091750000000000012 -0.56368999999999991 -0.097734999999999989 0.094935000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 11 -9 -10 -11 12 15 -14 -13 -3 -16 18 23 -20 21 -21 -19 -5 25 -25 -26 -24 -29 -30
right_child=3 5 -4 17 -6 6 -8 8 9 10 -12 14 13 -15 16 -17 -18 22 19 20 -22 -23 27 24 26 -27 -28 28 29 -31
leaf_value=-0.015828276719505905 0.014481801520825368 -0.0054078187408023439 -1.0665632582706039e-05 -0.0068016331608083472 -0.0027467774805751488 -0.0099993629925172085 0.0014431275969075006 -0.0062716436165654102 0.018505670729888787 0.0080016467029273026 -0.0016543371795661654 0.0081244917651214117 -0.013921952598820836 -0.00055896634144010702 -0.0025709611074074589 0.0034243128122839615 0.0023615028640108665 -0.010100174259422732 -0.0048472594092233076 0.012737651508758038 0.018988722724986258 -0.0028135273409120765 0.0075653483630463503 -0.0053212297337325168 0.0013647504045824913 0.0046362181482263991 0.0094959780634302129 0.004543300127027694 -0.0025344073778765302 0.0012350869493762352
leaf_weight=51 55 49 82 59 59 73 88 50 50 56 64 56 57 93 189 124 215 53 54 46 50 47 49 228 649 104 51 85 491 357
leaf_count=51 55 49 82 59 59 73 88 50 50 56 64 56 57 93 189 124 215 53 54 46 50 47 49 228 649 104 51 85 491 357
internal_value=0 -0.000514971 -0.00608222 0.000587769 0.00555808 0.000120447 -0.00374 0.000740936 0.00433226 0.00745588 0.00284497 -0.000267076 -0.00212608 -0.00564236 0.00103649 0.000917994 5.19624e-05 0.000343501 0.00107068 0.00578966 0.00981212 0.00486965 -0.000560635 0.000217826 0.000619926 -0.00219956 0.00195834 -4.49379e-05 -0.000445498 -0.00094652
internal_weight=0 1297 133 2437 114 1164 161 1003 220 170 120 783 323 150 460 173 404 2323 1288 197 143 93 1035 1091 1032 332 700 982 933 848
internal_count=3734 1297 133 2437 114 1164 161 1003 220 170 120 783 323 150 460 173 404 2323 1288 197 143 93 1035 1091 1032 332 700 982 933 848
is_linear=0
shrinkage=0.0995203


Tree=1476
num_leaves=32
num_cat=0
split_feature=1 17 8 8 3 21 3 3 17 9 17 26 26 2 5 26 9 21 1 3 3 5 5 26 1 2 3 3 8 9 8
split_gain=0.0809358 0.423985 0.469915 0.395169 0.680564 0.347532 0.463729 0.682624 0.357613 0.724707 0.520946 0.195082 0.185788 0.439648 0.525334 0.261312 0.504661 0.502989 0.588691 0.250193 0.480862 0.668802 0.478829 0.327066 0.40688 0.352502 0.310445 0.499041 0.241598 0.188263 0.12757
threshold=-0.076329999999999995 0.021725000000000005 -0.091134999999999994 -0.082844999999999988 0.090050000000000033 0.093175000000000022 0.11404500000000002 0.10556500000000002 -0.022884999999999999 0.084235000000000018 -0.040589999999999994 0.11275500000000002 0.10393000000000002 -0.076524999999999996 -0.052494999999999993 0.094025000000000011 0.093705000000000024 0.11552500000000003 -0.041095 0.11404500000000002 0.10850000000000003 -0.020074999999999999 -0.47386999999999996 0.088245000000000032 -0.050379999999999994 0.096520000000000022 0.11741000000000003 0.12274500000000002 -0.062834999999999988 0.11479000000000002 -0.076704999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 10 -10 -1 -6 15 -14 28 19 -17 18 -18 20 23 -22 30 25 -25 -2 -24 -28 -15 -16 -21
right_child=12 2 3 4 11 -7 -8 -9 9 -11 -12 -13 13 14 29 16 17 -19 -20 22 21 -23 26 24 -26 -27 27 -29 -30 -31 -32
leaf_value=0.0002301797773499109 0.00074633967753178203 -0.0022900378682501983 0.013396202439352169 -0.0049738820560626179 0.013417629197789308 -0.0086748589749957878 -0.0096780767668416274 0.0093778351596768058 -0.011757383613681815 -0.00049417694258408298 0.010573312972742936 0.0043637482674393751 -0.010979045040481441 0.0075083855752535429 -0.010080720735904209 0.012022533931583056 0.0026337770968612928 0.0091825882933074757 -0.011246090798415815 -0.0073035353700920454 -0.0002609581629575377 -0.01523875513703986 0.010386997902581165 -0.011406581468201275 -0.0016553957891584394 -0.0057026497943977617 -0.0068867751741437423 0.0042783231158173476 -0.00068691764298752975 -0.001853102883961749 -0.00026655447468971262
leaf_weight=538 958 87 58 56 47 48 47 78 72 265 53 48 53 64 58 49 79 49 49 58 64 55 55 55 186 92 49 207 80 53 46
leaf_count=538 958 87 58 56 47 48 47 78 72 265 53 48 53 64 58 49 79 49 49 58 64 55 55 55 186 92 49 207 80 53 46
internal_value=0 0.000504955 0.00384898 0.00640838 0.00371888 -0.000393332 -1.50486e-05 0.000435592 -0.000315138 -0.00290299 0.00115912 0.00885166 -0.000450787 -0.00273 -0.00101228 -0.000108116 0.00308354 0.000604276 -0.00267322 -0.000503806 -0.00113632 -0.00719035 0.00164323 -0.000577642 -0.00388417 0.000180505 0.0035995 0.00213805 0.00294976 -0.0061596 -0.0041989
internal_weight=0 1397 296 209 151 1101 1053 1006 928 337 591 95 2359 308 255 2051 226 177 128 1825 1410 119 415 1291 241 1050 311 256 144 111 104
internal_count=3756 1397 296 209 151 1101 1053 1006 928 337 591 95 2359 308 255 2051 226 177 128 1825 1410 119 415 1291 241 1050 311 256 144 111 104
is_linear=0
shrinkage=0.0995203


Tree=1477
num_leaves=28
num_cat=0
split_feature=6 6 17 2 0 30 21 3 3 9 1 0 8 21 2 22 21 21 2 3 4 5 17 17 17 4 5
split_gain=0.0777059 0.257421 0.426406 0.532143 0.462574 0.217528 0.198272 0.489018 0.458045 0.240615 0.35379 0.186559 0.396297 0.433842 0.4291 0.319593 0.299517 0.489 0.456061 0.276848 0.402907 0.566289 0.1332 0.471943 0.388185 0.128819 0.0615622
threshold=-0.07664 -0.055679999999999993 -0.47196999999999995 -0.077354999999999993 -0.071029999999999996 0.096655000000000033 0.09266000000000002 0.12168500000000003 0.094970000000000013 -0.096659999999999982 -0.50954999999999984 -0.13955999999999999 -0.094139999999999988 0.086565000000000017 -0.0031199999999999999 0.087270000000000028 0.090375000000000025 0.08846500000000003 -0.054390000000000001 0.11492500000000001 0.095545000000000033 -0.093384999999999982 -0.011174999999999999 -0.022884999999999999 -0.0090649999999999984 0.13554500000000005 0.23932500000000004
decision_type=2 2 2 2 2 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 11 9 8 -8 -3 -11 15 13 -13 16 19 17 -14 -18 20 21 -1 23 -12 -24 -7 -9
right_child=1 6 3 4 -6 25 7 26 -10 10 22 12 14 -15 -16 -17 18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28
leaf_value=-0.010204222915652605 0.012057504610137623 -0.0067641925437641835 -0.007698355568764104 0.012555837349611361 -0.00055951345681440313 0.0069785937875150089 -0.001307478692916939 0.0043345382293663711 -0.015372968927186365 0.0066511574348585073 9.7362831394813055e-05 0.010260422105625531 -0.00069693836505942011 -0.00051319933963010669 -0.010710720092080411 0.0027442429057325714 -0.0042022254918811499 0.0088504930025405035 0.0060638545718170855 0.0012538829180311511 -0.013826698867602223 0.004690652092284843 0.0094420513075296909 -0.0064442859936978411 0.00045118870678380481 -1.5444965749871976e-05 -0.0007201136829409361
leaf_weight=56 46 48 47 46 63 54 46 48 46 85 864 66 220 84 46 64 298 70 50 49 59 46 50 125 983 50 47
leaf_count=56 46 48 47 46 63 54 46 48 46 85 864 66 220 84 46 64 298 70 50 49 59 46 50 125 983 50 47
internal_value=0 0.000226458 0.00363527 0.00114653 0.0049679 -0.000741713 -6.72058e-05 -0.00317597 -0.00834913 0.000202178 0.000361269 -0.00115075 -0.000409444 0.00422174 -0.00142625 -0.00340414 -0.000755554 0.00160479 -0.00272486 -0.00528183 -0.00727604 -0.0034789 9.64518e-05 -0.000728611 0.000887164 0.00360821 0.0018252
internal_weight=0 2544 202 156 109 1212 2342 187 92 2155 2107 1108 834 150 684 274 638 290 348 210 161 102 2022 989 1033 104 95
internal_count=3756 2544 202 156 109 1212 2342 187 92 2155 2107 1108 834 150 684 274 638 290 348 210 161 102 2022 989 1033 104 95
is_linear=0
shrinkage=0.0995203


Tree=1478
num_leaves=12
num_cat=0
split_feature=20 8 20 0 0 20 20 10 21 21 18
split_gain=0.0763729 0.175563 0.155937 0.176549 0.113593 0.450319 0.164888 0.143429 0.152375 0.263478 0.165522
threshold=0.13407000000000005 -0.081234999999999988 0.09327000000000002 -0.095649999999999999 -0.22163999999999998 -0.071149999999999991 0.0057800000000000013 0.088630000000000028 0.12393500000000003 0.13765500000000006 -0.17307499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 7 8 10 -10 -6
right_child=1 -3 3 -5 6 -7 -8 -9 9 -11 -12
leaf_value=0.0044739444164167705 -0.0021400847906165293 0.0054404900683668617 0.0010301780845951942 -0.0064503153911113602 0.0033038260945947315 -0.0074020563265041125 0.0045145347844334294 -0.0041151248356258163 -0.0086644184794910737 0.00039660797585376194 4.4415789818034509e-05
leaf_weight=51 51 74 51 80 163 83 81 83 53 79 2907
leaf_count=51 51 74 51 80 163 83 81 83 53 79 2907
internal_value=0 0.00234107 -0.000160658 -0.00353181 -3.42468e-05 -0.00287598 7.86389e-05 -3.04902e-05 7.51332e-05 -0.00323533 0.000217739
internal_weight=0 125 3631 131 3500 134 3366 3285 3202 132 3070
internal_count=3756 125 3631 131 3500 134 3366 3285 3202 132 3070
is_linear=0
shrinkage=0.0995203


Tree=1479
num_leaves=14
num_cat=0
split_feature=29 29 4 36 20 6 4 22 6 2 6 20 27
split_gain=0.0720466 0.226438 0.188264 0.126218 0.130474 0.224034 0.269153 0.500503 0.173916 0.142799 0.141142 0.195637 0.122444
threshold=-0.082484999999999989 -0.080349999999999991 0.10386500000000003 0.084475000000000022 0.13407000000000005 -0.16169999999999998 0.11644500000000003 0.086035000000000014 -0.45687499999999998 -0.035314999999999992 -0.14051999999999998 0.059705000000000015 0.096090000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -3 -8 -6 -7 -12 -4
right_child=1 3 12 -5 9 10 8 -9 -10 -11 11 -13 -14
leaf_value=0.0058177249083747155 -0.0067517649745879914 -0.012439802797618684 -0.0036448679540413277 0.0048919341311370688 -0.00046752065132824733 0.0040302933505086515 0.0040018356803250017 0.00020703554683577455 -0.0030488147634851197 0.0065684017591258548 -1.2225324110082803e-05 -0.0056173145511837696 0.0030869548836607147
leaf_weight=72 51 65 62 50 55 83 60 59 82 59 2948 63 47
leaf_count=72 51 65 62 50 55 83 60 59 82 59 2948 63 47
internal_value=0 -0.000167721 0.0018673 -7.22032e-05 -0.000143886 -0.000256453 -0.00302799 -0.00641576 -6.39014e-05 0.0031667 -1.79111e-05 -0.000129774 -0.000734645
internal_weight=0 3575 181 3524 3474 3360 266 124 142 114 3094 3011 109
internal_count=3756 3575 181 3524 3474 3360 266 124 142 114 3094 3011 109
is_linear=0
shrinkage=0.0995203


Tree=1480
num_leaves=19
num_cat=0
split_feature=17 17 17 19 18 18 26 26 18 0 2 6 17 18 8 17 3 3
split_gain=0.167716 0.145176 0.525597 0.340993 0.274265 0.587609 0.298559 0.663565 0.333315 0.190407 0.259129 0.317774 0.184625 0.20494 0.202096 0.198706 0.95045 0.399299
threshold=-0.56655999999999984 -0.043894999999999997 -0.038314999999999995 0.10458500000000003 0.089775000000000021 0.086065000000000016 0.086255000000000012 0.084645000000000012 -0.087989999999999985 -0.105055 -0.082275000000000001 0.093595000000000025 -0.030214999999999999 -0.089674999999999991 -0.083804999999999991 -0.00095 0.092510000000000023 0.092115000000000016
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 7 -2 -8 -6 -11 -12 -4 14 -14 16 -15 -17
right_child=1 2 12 -5 9 -7 8 -9 -10 10 11 -13 13 15 -16 17 -18 -19
leaf_value=-0.0050377813899967518 0.00046179694881224432 -0.010851206308616648 0.005160250713673307 0.009056017249731714 0.0025469432186844385 0.01151227966115698 -0.00029439114352585084 -0.0083336514922017265 0.0049155334235309687 0.0010650903889536144 -0.011814725277843205 -0.0013214768721969499 -0.0016956440163050604 -0.0045428041928598836 0.0065415162352858392 0.0018212203971057015 0.0087408701387632643 -0.0014962161014285269
leaf_weight=71 534 49 57 46 50 50 240 101 246 57 64 52 48 381 76 564 62 990
leaf_count=71 534 49 57 46 50 50 240 101 246 57 64 52 48 381 76 564 62 990
internal_value=0 -0.000153656 -0.000657365 0.000624775 0.000345969 0.000955664 0.000484076 -0.000935875 0.00234105 -0.00285194 -0.00441705 -0.00711791 -0.000427651 -0.000578207 0.00334634 -0.000822304 -0.00268184 -0.000291678
internal_weight=0 3667 2227 1440 1394 1171 1121 635 486 223 173 116 2178 2121 124 1997 443 1554
internal_count=3738 3667 2227 1440 1394 1171 1121 635 486 223 173 116 2178 2121 124 1997 443 1554
is_linear=0
shrinkage=0.0995203


Tree=1481
num_leaves=13
num_cat=0
split_feature=1 27 26 5 5 28 2 9 5 18 1 5
split_gain=0.15731 0.350229 0.223747 0.198151 0.338258 0.172247 0.21179 0.491701 0.502012 0.333142 0.647818 0.300219
threshold=-0.49837999999999999 -0.032854999999999995 0.5128250000000002 0.18340500000000004 0.2788500000000001 0.082705000000000015 -0.15544499999999997 0.098465000000000011 -0.0063549999999999995 -0.12881499999999999 -0.041095 0.40249000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 -1 -5 6 7 8 -3 10 -8 -11
right_child=1 2 -4 4 -6 -7 9 -9 -10 11 -12 -13
leaf_value=0.0019880999327295868 0.0063170540374921239 -0.00077411518272934416 -0.0069723151736384844 -0.0099387326005587577 -3.6121307919965623e-05 0.0057895332238286825 0.012080804058526448 0.0043868189365637161 -0.015418331737213128 -0.00020797377908868869 0.0004432237029973709 -0.0078374076156174869
leaf_weight=56 83 46 48 69 68 48 64 46 47 2928 183 52
leaf_count=56 83 46 48 69 68 48 64 46 47 2928 183 52
internal_value=0 -7.11785e-05 -0.00022457 -0.0029891 -0.00502954 -0.000129459 -0.000214108 -0.00401782 -0.00818376 -5.00131e-05 0.00346195 -0.00034138
internal_weight=0 3545 3462 193 137 3414 3366 139 93 3227 247 2980
internal_count=3738 3545 3462 193 137 3414 3366 139 93 3227 247 2980
is_linear=0
shrinkage=0.0995203


Tree=1482
num_leaves=11
num_cat=0
split_feature=25 1 0 2 27 0 0 8 0 8
split_gain=0.133155 0.134715 0.630859 0.293449 0.276852 0.261272 0.365166 0.151425 0.248159 0.228375
threshold=0.10729000000000002 -0.49837999999999999 0.12433000000000002 -0.010784999999999998 -0.032854999999999995 0.12512500000000001 0.036480000000000005 0.058495000000000012 -0.09937 0.025720000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 7 9 -9 -6
right_child=-2 4 -4 -5 5 -7 -8 8 -10 -11
leaf_value=-0.012476568943060687 -0.0054082895916190057 0.0056883794840870017 0.0063137030947252593 -0.0028694851834887053 -0.00010191024271438003 -0.0066380703581503352 0.0071002248155259389 0.0034694417119433105 -0.0046997544503715998 0.0065497696748480598
leaf_weight=49 48 83 55 89 3027 60 70 48 157 52
leaf_count=49 48 83 55 89 3027 60 70 48 157 52
internal_value=0 -0.000131984 -0.00269162 -0.00628663 9.04919e-06 -0.000128785 -1.20957e-05 -0.000163948 -0.00278297 1.01615e-05
internal_weight=0 3690 193 138 3497 3414 3354 3284 205 3079
internal_count=3738 3690 193 138 3497 3414 3354 3284 205 3079
is_linear=0
shrinkage=0.0995203


Tree=1483
num_leaves=21
num_cat=0
split_feature=4 4 18 1 1 1 4 17 1 18 1 8 27 6 6 18 18 18 26 8
split_gain=0.118023 0.303354 0.835663 0.31937 0.293441 0.290288 0.44793 0.823709 0.329525 0.674709 0.273306 0.219701 0.186314 0.172724 0.161456 0.143899 0.863909 0.457495 0.307268 0.257376
threshold=0.077235000000000012 0.08544000000000003 0.027500000000000007 -0.53140500000000002 -0.49837999999999999 -0.0083149999999999995 0.10619500000000003 -0.085715 0.021350000000000004 0.090025000000000022 -0.066524999999999987 -0.41646 0.076710000000000014 -0.14765999999999999 -0.13803499999999999 -0.025079999999999998 -0.019539999999999998 -0.033709999999999997 0.085570000000000021 -0.094139999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 -3 -5 6 7 -6 9 -7 -8 -10 13 -1 -15 17 -17 18 -16 -18
right_child=1 3 -4 4 5 8 10 -9 11 -11 -12 -13 -14 14 15 16 19 -19 -20 -21
leaf_value=-0.0043145405552645864 0.0010097601717462845 0.0075981418468738854 -0.014398192835079465 -0.0066941817478698993 0.00029626093638057081 -0.01548136657814179 -0.0051779249339680648 0.015953876093225253 -0.0058711677814568498 0.0010337745341735826 0.0029045083288680097 0.00037711180170236212 0.0062040655596928979 0.0059998243713553449 0.0028221998188354127 -0.013806404699005884 0.0032439794001747338 0.0096758230979797719 -0.00086549950908527832 -0.00064512152985917446
leaf_weight=86 85 47 59 77 87 47 87 54 65 51 79 390 50 47 355 47 197 57 605 1166
leaf_count=86 85 47 59 77 87 47 87 54 65 51 79 390 50 47 355 47 197 57 605 1166
internal_value=0 -0.0010308 -0.00529754 -0.000405566 -0.000807907 -0.000279928 0.0021729 0.0062986 -0.0016431 -0.0068784 -0.00132653 -0.000513701 0.000187307 6.94725e-05 0.000222198 0.000109975 -0.00054046 0.00101256 0.000497328 -8.24131e-05
internal_weight=0 1128 144 984 937 860 307 141 553 98 166 455 2610 2560 2474 2427 1410 1017 960 1363
internal_count=3738 1128 144 984 937 860 307 141 553 98 166 455 2610 2560 2474 2427 1410 1017 960 1363
is_linear=0
shrinkage=0.0995203


Tree=1484
num_leaves=9
num_cat=0
split_feature=18 2 23 4 4 26 26 1
split_gain=0.138785 0.118173 0.134156 0.18965 0.174853 0.144803 0.454781 0.217091
threshold=0.31690500000000005 0.50951500000000005 1.0000000180025095e-35 0.14221500000000004 0.13699000000000003 -0.054024999999999997 -0.077514999999999987 0.42266000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9
leaf_value=0.0004655555421144237 -0.0054073473171902062 0.0045155438962389766 -0.0044058055035601906 0.0048468322030191385 -0.0058995948714102792 -0.0001621026543012749 0.0097874736465248593 -0.0053274193404456108
leaf_weight=490 48 56 70 78 51 2796 58 83
leaf_count=490 48 56 70 78 51 2796 58 83
internal_value=0 -2.09567e-05 -9.12443e-05 -6.08177e-06 -0.000115152 -2.883e-05 0.00145368 -0.0003113
internal_weight=0 3682 3626 3556 3478 3427 548 2879
internal_count=3730 3682 3626 3556 3478 3427 548 2879
is_linear=0
shrinkage=0.0995203


Tree=1485
num_leaves=22
num_cat=0
split_feature=26 8 1 20 18 26 26 26 3 6 17 5 8 18 18 5 17 5 17 17 18
split_gain=0.135926 0.285619 0.515031 0.207205 0.190849 0.170337 0.158524 0.392145 0.286689 0.605907 0.314659 0.441919 0.648051 0.461403 0.144137 0.354986 0.602531 0.327604 0.300734 1.05056 0.307219
threshold=0.12086000000000002 -0.038994999999999995 -0.072005 -0.048954999999999999 0.31227500000000008 0.15583500000000003 0.097125000000000031 0.096155000000000018 0.090595000000000023 0.089525000000000021 -0.038314999999999995 -0.053109999999999997 -0.069785 -0.053034999999999992 -0.0086449999999999982 -1.0000000180025095e-35 -0.087770000000000001 -0.0065700000000000003 -0.015464999999999998 -0.011174999999999999 -0.091229999999999992
decision_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 -3 6 -4 7 14 9 -8 -10 12 -12 -13 18 17 -17 -16 20 -20 -1
right_child=1 3 5 -5 -6 -7 8 -9 10 -11 11 13 -14 -15 15 16 -18 -19 19 -21 -22
leaf_value=-0.0013805755970476001 0.012936706279725398 0.0031410694695539381 -0.003219198907259265 -0.0056768686753564009 -0.0062886157328350409 0.0050918360543595774 -0.0048274422374964144 0.0088320998313407111 -0.0086523069569370073 0.010519715219054806 -0.0043789378647496914 8.1325328138217836e-05 0.010456085147054902 -0.013713470454703169 0.00029631433613521449 0.0005512929591920127 0.011412309583563655 -0.0081680603215388801 -0.016424048923715847 -0.001218152000743299 0.0022012094986419753
leaf_weight=513 52 47 52 60 51 46 53 50 86 49 62 50 55 46 1243 148 77 47 50 452 441
leaf_count=513 52 47 52 60 51 46 53 50 86 49 62 50 55 46 1243 148 77 47 50 452 441
internal_value=0 0.00212667 0.00493024 -0.00179592 -0.000245124 0.000673546 -0.000154815 9.17096e-05 -0.00201409 0.00253719 -0.00356944 -0.00151335 0.0025878 -0.00652016 -5.511e-05 0.000624144 0.00427181 -1.14433e-05 -0.000762451 -0.00273432 0.000274297
internal_weight=0 257 150 107 3473 98 3422 3021 401 102 299 213 117 96 2971 1515 225 1290 1456 502 954
internal_count=3730 257 150 107 3473 98 3422 3021 401 102 299 213 117 96 2971 1515 225 1290 1456 502 954
is_linear=0
shrinkage=0.0995203


Tree=1486
num_leaves=10
num_cat=0
split_feature=20 2 20 8 6 21 21 7 24
split_gain=0.132079 0.280332 0.126562 0.136953 0.204524 0.188594 0.191074 0.124822 0.099187
threshold=-0.23598 -0.065999999999999989 -0.15398499999999998 -0.42187000000000002 -0.090715000000000004 0.14970000000000003 0.13589500000000002 0.095885000000000026 0.081970000000000029
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 7 8 -5
right_child=2 -3 3 5 -6 -7 -8 -9 -10
leaf_value=-0.0091531001289142898 0.0044846791783354663 0.0012004986746733221 -0.00094462247954855906 -2.5678629767067898e-05 0.0063800043634966242 -0.0056195351723920695 0.0057373414555269234 -0.0048357806415587372 -0.0044078087908072791
leaf_weight=48 62 56 72 3188 79 62 55 56 52
leaf_count=48 62 56 72 3188 79 62 55 56 52
internal_value=0 -0.00357022 2.67157e-05 -5.06062e-05 0.00288205 -0.000180594 -7.9719e-05 -0.000177036 -9.62618e-05
internal_weight=0 104 3626 3564 151 3413 3351 3296 3240
internal_count=3730 104 3626 3564 151 3413 3351 3296 3240
is_linear=0
shrinkage=0.0995203


Tree=1487
num_leaves=27
num_cat=0
split_feature=2 21 6 3 17 9 9 3 9 2 9 3 2 2 9 1 1 3 9 3 2 2 2 1 2 3
split_gain=0.0966491 0.402112 0.57193 0.486172 0.371712 0.395119 0.509494 0.355412 1.10299 0.416606 0.771548 0.530629 0.260835 0.293687 0.255128 0.230852 0.318384 0.228373 0.225673 0.211128 0.18326 0.319225 0.207982 0.169742 0.161614 0.149469
threshold=-0.083534999999999984 -0.014264999999999998 -0.010459999999999999 0.089005000000000015 -0.13530499999999998 0.083325000000000024 0.086070000000000021 0.087925000000000017 0.089150000000000021 -0.087359999999999993 0.084115000000000009 0.08544000000000003 -0.082830000000000001 -0.082484999999999989 0.085335000000000022 -0.082849999999999993 -0.10771499999999999 0.092200000000000018 0.087825000000000028 0.083255000000000023 -0.082234999999999989 -0.082025000000000001 -0.081734999999999988 -0.083899999999999988 -0.10077999999999999 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
left_child=1 2 -1 -4 5 -3 -7 9 14 19 -11 -12 18 -14 -9 16 -8 -10 -2 -6 -15 -22 -23 -21 -19 -24
right_child=12 4 3 -5 7 6 15 8 17 10 11 -13 13 20 -16 -17 -18 24 -20 23 21 22 25 -25 -26 -27
leaf_value=0.0091742954558008769 0.000333814410324225 0.0095762233682324862 -0.006503637643544195 0.0058837985466069689 -0.0013110547293684004 -0.0090955225349489289 0.00085698842975411515 -0.0075909373170051303 -0.0059762971834065298 -0.012798375197626024 0.0049591778232070879 -0.0066889509028158775 -0.0067359901854432041 0.0053116635288444842 -0.016995013619596815 -0.0032060630799098985 0.010094898630484749 -0.0012896054333665205 0.0097211818283439375 0.0016088318992702935 -0.0078400835001080586 0.0065628864431044424 0.001569814479724953 0.010182897100041621 0.0064222316311937011 -0.0003444339964976671
leaf_weight=90 49 46 73 55 71 54 135 50 48 67 90 68 61 69 68 73 51 58 53 46 49 51 538 46 50 1621
leaf_count=90 49 46 73 55 71 54 135 50 48 67 90 68 61 69 68 73 51 58 53 46 49 51 538 46 50 1621
internal_value=0 -0.000784557 0.00309418 -0.00117452 -0.00161353 0.00096334 -0.000299837 -0.0030122 -0.00575691 -0.00107181 -0.00384895 -4.87602e-05 0.000290961 8.01869e-05 -0.0130172 0.00153085 0.00339437 -0.000259922 0.00521959 0.00275666 0.000259141 0.000104452 0.000280968 0.00590477 0.00227311 0.000132197
internal_weight=0 1239 218 128 1021 359 313 662 274 388 225 158 2491 2389 118 259 186 156 102 163 2328 2259 2210 92 108 2159
internal_count=3730 1239 218 128 1021 359 313 662 274 388 225 158 2491 2389 118 259 186 156 102 163 2328 2259 2210 92 108 2159
is_linear=0
shrinkage=0.0995203


Tree=1488
num_leaves=20
num_cat=0
split_feature=20 3 26 17 0 17 4 3 2 3 20 9 20 20 0 0 3 4 0
split_gain=0.11894 0.397511 0.696246 0.564745 0.366315 0.346557 0.386678 0.277186 0.277007 0.428027 0.165684 0.423325 0.200814 0.234125 0.234602 0.799808 0.164009 0.442429 0.19938
threshold=-0.078835000000000002 0.10089500000000003 0.090385000000000021 -0.53166999999999998 -0.13955999999999999 -0.16408999999999999 0.087695000000000009 0.11462500000000002 -0.075899999999999995 0.091545000000000029 -0.076664999999999997 0.091615000000000016 -0.074879999999999988 -0.072005 -0.225295 -0.23998999999999998 0.081685000000000021 0.087270000000000028 -0.105055
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 -5 8 -6 9 -7 11 -2 -12 -14 15 -15 17 -16 -18
right_child=10 2 -4 5 7 6 -8 -9 -10 -11 12 -13 13 14 16 -17 18 -19 -20
leaf_value=0.010849604034940955 -0.0025482028896737763 -0.0082302872748124568 -0.014000295587572575 -0.0087855406012060655 0.005600304798226997 -0.0015104968195995998 0.0084529362089016593 -0.0029723675081288633 -0.0068103118988935649 0.0063601562468356097 -0.0063100772291521945 0.010473012893814415 0.0072141229503896306 0.0038080673141168285 -0.010097645991314916 -0.012436815788984524 0.0029388326349230318 0.00032408050909410398 0.00021476097392275048
leaf_weight=47 47 59 57 46 70 296 51 80 63 89 47 52 47 61 54 59 306 159 2049
leaf_count=47 47 59 57 46 70 296 51 80 63 89 47 52 47 61 54 59 306 159 2049
internal_value=0 -0.00105291 -0.00424884 0.000381715 -0.00158543 -0.000519519 0.000240839 0.00102276 -0.000692194 0.000306827 0.000281931 0.00428296 0.000139257 0.000250386 0.000128319 -0.00417218 0.000329596 -0.00231421 0.000569064
internal_weight=0 858 266 592 209 545 499 150 448 385 2881 99 2782 2735 2688 120 2568 213 2355
internal_count=3739 858 266 592 209 545 499 150 448 385 2881 99 2782 2735 2688 120 2568 213 2355
is_linear=0
shrinkage=0.0995203


Tree=1489
num_leaves=34
num_cat=0
split_feature=2 2 21 17 8 0 0 2 9 9 2 20 2 0 0 18 17 20 1 1 1 4 18 0 9 21 21 20 18 9 9 17 3
split_gain=0.102877 0.350642 0.24515 0.315234 0.489308 0.380738 0.292701 0.232974 0.549649 0.517083 0.728495 0.566346 0.392738 0.722084 0.79462 0.627349 0.383758 0.378837 0.321212 0.224616 0.43378 0.300017 0.278459 0.366061 0.215655 0.203067 0.409162 0.357002 0.144598 0.38052 0.334147 0.287468 0.248368
threshold=-0.087245000000000003 -0.087804999999999994 -0.0086749999999999987 -0.085229999999999986 -0.15146000000000001 -0.10096999999999999 -0.081195000000000003 -0.082294999999999993 0.083795000000000022 0.084115000000000009 -0.082644999999999982 -0.014534999999999999 -0.080874999999999989 -0.079119999999999982 -0.08317999999999999 0.089505000000000015 -0.0023699999999999997 -0.083970000000000003 -0.081394999999999981 -0.076329999999999995 -0.073844999999999994 0.11174500000000002 -0.091109999999999983 -0.078664999999999999 0.089175000000000018 0.11707000000000002 0.10683000000000002 -0.025670000000000002 -0.091869999999999993 0.08679000000000002 0.087055000000000021 -0.45380999999999999 0.095135000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 28 -5 -6 -7 8 -2 -10 11 17 13 14 15 16 -9 -11 -13 21 -21 22 -14 -24 -1 26 -22 -27 30 -30 -4 -32 -31
right_child=7 -3 3 4 5 6 -8 12 9 10 -12 18 19 -15 -16 -17 -18 -19 -20 20 25 -23 23 -25 -26 27 -28 -29 29 32 31 -33 -34
leaf_value=0.0091443051209008381 0.012250307473449419 -0.0085509309221062802 -0.0083386734155723088 0.0051738799769737442 -0.013540205554561742 0.0017530976478081657 -0.007028604250997693 -0.0036412773058535435 -0.0069713151064409156 0.0002446536647950202 0.012462775716158603 0.00089934370472554087 -0.0018023558854883812 -0.013621781379520363 0.0098881695997909691 0.0055124830508033427 -0.015056850349272434 -0.010509212294824127 0.0072629956217892446 -0.0096567844809487633 2.3883169905895581e-05 -0.0040689155820344087 0.00082203534658397402 0.0074818910286150505 -0.00015387419520333863 0.0061262747660870785 -0.0063346285800881174 -0.001907886874829994 0.0072910312021166315 -0.005800984123194795 0.0057837280894123622 -0.0041937180915904149 0.0032132809201086457
leaf_weight=46 47 57 50 48 50 62 95 75 70 69 60 259 90 58 50 46 48 61 113 48 1126 67 151 179 53 129 110 95 90 60 65 51 61
leaf_count=46 47 57 50 48 50 62 95 75 70 69 60 259 90 58 50 46 48 61 113 48 1126 67 151 179 53 129 110 95 90 60 65 51 61
internal_value=0 -0.00103215 -0.000444754 -0.00116709 -0.00387008 -0.00597119 -0.00355546 0.000247799 0.00186546 0.00109187 0.00209764 0.000857144 -0.000235286 -0.00374695 -0.00112796 -0.00439202 -0.00810279 -0.0047951 0.00283459 0.000251888 -0.000347747 0.00211034 0.00309803 0.00443698 0.00415823 -4.11356e-05 -0.000541342 0.00271528 0.00065903 0.00238931 -0.00153537 0.00139004 -0.00124984
internal_weight=0 788 731 632 255 207 157 2951 679 632 562 502 2272 277 219 169 123 130 372 1995 1508 487 420 330 99 1460 1236 224 377 211 166 116 121
internal_count=3739 788 731 632 255 207 157 2951 679 632 562 502 2272 277 219 169 123 130 372 1995 1508 487 420 330 99 1460 1236 224 377 211 166 116 121
is_linear=0
shrinkage=0.0995203


Tree=1490
num_leaves=16
num_cat=0
split_feature=26 2 18 18 17 17 18 17 1 18 26 26 8 22 22
split_gain=0.0890156 0.386028 0.354292 0.336433 0.281755 0.584648 0.391581 0.286435 0.404518 0.204571 0.19345 0.324823 0.427852 0.158599 0.221277
threshold=0.099260000000000029 -0.082084999999999991 0.24916000000000005 0.089775000000000021 -0.10811499999999999 -0.038314999999999995 0.12665000000000004 0.070205000000000017 -0.076329999999999995 0.14607000000000003 0.097125000000000031 0.094935000000000033 -0.07743499999999999 0.12026000000000002 0.089550000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 -2 -3 -6 7 8 -7 10 11 13 -13 14 -1
right_child=1 4 -4 -5 5 6 -8 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.00038050972682431315 0.010976426325107414 0.0054430828888767527 -0.0076198859702587265 0.00058124680349513447 -0.010389499743230503 0.0059915625799383991 -0.0071911068157013399 0.0072208505509064359 -0.003157546405477682 0.005531919562393013 -0.0056111741731384827 -0.00020715271229051655 0.012025943664710473 -0.0052287868258781359 0.0037357703119034772
leaf_weight=2636 65 74 63 59 59 73 57 73 139 63 64 65 50 63 136
leaf_count=2636 65 74 63 59 59 73 57 73 139 63 64 65 50 63 136
internal_value=0 0.00109199 -0.000231852 0.00603694 -0.000197178 -0.00124007 0.000335952 0.00184424 -3.28359e-06 -8.03198e-05 -0.000197901 -8.0183e-05 0.00510447 -0.000290784 -0.000178261
internal_weight=0 599 3140 124 475 401 342 285 212 3077 3014 2950 115 2835 2772
internal_count=3739 599 3140 124 475 401 342 285 212 3077 3014 2950 115 2835 2772
is_linear=0
shrinkage=0.0995203


Tree=1491
num_leaves=9
num_cat=0
split_feature=3 7 4 30 3 25 8 11
split_gain=0.0907649 0.100573 0.106374 0.168959 0.141931 0.178955 0.139398 0.0731263
threshold=-0.16443499999999997 0.099030000000000021 0.14903500000000006 0.11290000000000001 0.15108000000000005 0.096120000000000025 -0.42187000000000002 -0.38234499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -6
right_child=1 -3 -4 -5 7 -7 -8 -9
leaf_value=-0.0042294770491309195 0.0041864854773011155 -0.0040016092504523062 0.0041278055470707845 -0.005958197429898132 -0.00096479044579923128 0.0063832675160059226 3.2147989874948457e-05 -0.0065407587092812143
leaf_weight=50 82 60 64 46 48 46 3297 46
leaf_count=50 82 60 64 46 48 46 3297 46
internal_value=0 3.92834e-05 0.000106319 3.38943e-05 0.000112455 0.000217387 0.000133206 -0.00370217
internal_weight=0 3689 3629 3565 3519 3425 3379 94
internal_count=3739 3689 3629 3565 3519 3425 3379 94
is_linear=0
shrinkage=0.0995203


Tree=1492
num_leaves=29
num_cat=0
split_feature=17 0 6 9 6 6 1 26 1 3 29 0 0 17 0 7 6 8 6 1 8 3 27 26 2 26 9 8
split_gain=0.143636 0.341344 0.275494 0.448023 0.417458 1.6642 0.456042 0.310097 0.29812 0.983844 0.241567 0.230321 0.209393 0.361106 0.338195 0.281381 0.23486 0.254674 0.565809 0.40042 0.329688 0.726039 0.385154 0.206716 0.167612 0.166906 0.368912 0.246884
threshold=0.0053950000000000014 0.047575000000000013 0.10449000000000003 0.090255000000000016 -0.0048649999999999995 0.082725000000000021 -0.076329999999999995 0.10603500000000003 -0.0064949999999999999 0.09049500000000002 -0.0074799999999999997 -0.081534999999999982 0.11291000000000002 -0.11248999999999999 0.12461500000000002 -1.0000000180025095e-35 0.097040000000000029 -0.11257499999999999 -0.082809999999999995 -0.087154999999999996 -0.091134999999999994 0.087385000000000032 0.085370000000000015 0.080935000000000021 -0.070724999999999996 0.091915000000000024 0.089175000000000018 -0.066544999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 4 -4 8 -6 7 -7 9 -2 -10 -12 15 14 -14 -1 17 18 23 -20 21 -19 -22 -17 -5 26 -18 -27
right_child=1 -3 3 24 5 6 -8 -9 10 -11 11 -13 13 -15 -16 16 25 20 19 -21 22 -23 -24 -25 -26 27 -28 -29
leaf_value=0.008174886377507521 0.005450432775642308 0.007252603329179653 0.010047254476953614 -0.0041596882028338894 -0.021894287446738867 -0.0021372855488347641 -0.0084725211768911096 0.0062786453559373848 -0.0056039603147503801 -0.011658525730431146 0.00091427467153527711 0.0082366885196335903 -0.0053269451305811731 -0.010288492595305839 0.0059818887423599924 0.0068180112937633302 -0.00040191047591062835 -0.00028928159096018244 -0.001610263591411046 -0.013639770754284599 0.0010828159810561564 0.012452059483667703 -0.0044215004675099492 -0.0019764372556397231 0.0024691699372425637 0.0054858762935851672 -0.010387962167133868 -0.004566664174017028
leaf_weight=47 58 47 50 75 49 139 78 63 46 78 259 51 55 49 50 56 88 104 56 54 1690 77 136 50 76 51 63 46
leaf_count=47 58 47 50 75 49 139 78 63 46 78 259 51 55 49 50 56 88 104 56 54 1690 77 136 50 76 51 63 46
internal_value=0 -0.00103724 -0.00141927 0.00188081 -0.00222821 -0.00497272 -0.00200852 0.000483433 -0.000391294 -0.00435604 0.00112103 0.00212157 0.000327705 -0.00323392 5.04177e-05 0.000545858 0.000400418 0.000724771 -0.00252109 -0.0075231 0.00107451 0.00512655 0.000672408 0.00266196 -0.000817888 -0.00250369 -0.0045737 0.000710253
internal_weight=0 1069 1022 201 821 329 280 202 492 136 356 310 2672 154 105 2518 2471 2223 216 110 2007 181 1826 106 151 248 151 97
internal_count=3741 1069 1022 201 821 329 280 202 492 136 356 310 2672 154 105 2518 2471 2223 216 110 2007 181 1826 106 151 248 151 97
is_linear=0
shrinkage=0.0995203


Tree=1493
num_leaves=17
num_cat=0
split_feature=22 21 21 17 8 6 0 1 17 3 1 0 17 6 6 6
split_gain=0.128236 0.103993 0.192941 0.441426 0.342338 0.128726 0.232478 0.606758 0.468362 0.321949 0.290394 0.513416 0.387888 0.172282 0.206993 0.301791
threshold=0.13160500000000006 -0.13730999999999999 -0.084759999999999988 -0.0050499999999999998 -0.084915000000000004 0.08866000000000003 -0.071799999999999989 -0.072579999999999992 -0.041415 0.11642500000000001 -0.077634999999999996 -0.076914999999999997 -0.0090649999999999984 0.088055000000000022 0.087670000000000012 0.087235000000000021
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 13 10 8 -8 -9 11 -7 -12 14 15 -4
right_child=-2 2 5 -5 -6 6 7 9 -10 -11 12 -13 -14 -15 -16 -17
leaf_value=0.0045229252424344481 -0.0048260176476169151 -0.0052975045959674557 0.00031690731132370462 -0.010166254408800113 0.0066493713119389732 -0.0018836804612751307 0.00048269865931091602 -0.0082369076285836885 0.013317451390872974 0.0021529065925368247 0.008751861128294354 -0.011199522141159808 -0.00097013189598921246 0.006038873501856069 -0.0059817573964987443 0.00777484019593169
leaf_weight=50 55 47 2372 60 48 362 55 60 58 58 49 70 238 54 50 55
leaf_count=50 55 47 2372 60 48 362 55 60 58 58 49 70 238 54 50 55
internal_value=0 1.49795e-05 -4.67859e-05 -0.00348251 0.000730195 0.000105963 -0.000881553 0.00186335 0.0070777 -0.00312311 -0.00176457 -0.00339509 0.000686869 0.000476946 0.000355362 0.000486254
internal_weight=0 3686 3636 155 95 3481 950 231 113 118 719 432 287 2531 2477 2427
internal_count=3741 3686 3636 155 95 3481 950 231 113 118 719 432 287 2531 2477 2427
is_linear=0
shrinkage=0.0995203


Tree=1494
num_leaves=27
num_cat=0
split_feature=17 4 17 9 1 1 8 18 26 8 5 0 5 26 0 20 17 4 0 19 19 19 17 2 0 0
split_gain=0.104653 0.33815 0.982358 0.375305 0.202656 0.515529 0.537679 0.345911 0.362445 0.398527 0.249938 0.17727 0.56911 0.532227 0.490928 0.816849 0.402428 0.372986 0.562254 0.177777 0.445507 0.210043 0.167883 0.280849 0.161605 0.284766
threshold=0.0053950000000000014 0.077430000000000013 0.093960000000000016 0.082335000000000019 -0.050379999999999994 -0.021369999999999997 -0.094139999999999988 -0.07989499999999998 0.088605000000000017 -0.077604999999999993 -0.13803499999999999 -0.11524 -0.0086449999999999982 -0.08274999999999999 -0.1525 -0.060199999999999997 -0.17921000000000001 0.087695000000000009 -0.23099 0.11338500000000003 0.10781000000000003 0.095150000000000026 0.26760500000000004 0.08814000000000001 -0.1021 -0.098749999999999991
decision_type=2 2 2 2 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 3 -3 -2 7 -6 -7 -5 -9 -10 -8 12 13 -1 17 -16 -14 -15 -19 20 21 24 23 -4 -13 -26
right_child=1 2 22 4 5 6 10 8 9 -11 -12 19 16 14 15 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=-0.0097553444303365763 0.0077588958815766962 -0.017106985624662171 -0.0035060238170143165 -0.0096973782415556084 0.0099968429385414309 0.008322595403207898 -0.0059001512083665013 -0.00766577572414539 0.0044321229023612189 -0.0031311177406393889 0.00019062384518709369 -0.0045854707425070258 0.0024298731047079449 -0.0087306976434833993 -0.0019330398226030685 0.016327164076457332 0.01534033458804219 -0.0048360998467732088 0.009050953142504238 0.0059322034029861883 -0.0097754982092998211 0.0060897593977630466 -0.004831068854748646 0.0065020037976764007 0.0077717248411329704 -0.00014827396133844251
leaf_weight=46 58 47 56 52 55 58 110 65 136 140 169 78 48 49 47 50 48 62 54 48 47 55 68 55 46 1994
leaf_count=46 58 47 56 52 55 58 110 65 136 140 169 78 48 49 47 50 48 62 54 48 47 55 68 55 46 1994
internal_value=0 -0.000882735 -0.00430127 3.27699e-05 -0.000537035 0.00106264 -0.000393036 -0.00213472 -0.000979072 0.000592731 -0.00220782 0.000282346 0.00220302 0.000114976 0.00185106 0.007471 0.00889364 -0.00144782 0.00162151 -5.94236e-05 -0.000189341 1.76221e-05 -0.000934301 0.00144553 -0.000139672 2.99131e-05
internal_weight=0 1069 226 843 785 392 337 393 341 276 279 2672 404 308 262 97 96 165 116 2268 2220 2173 179 111 2118 2040
internal_count=3741 1069 226 843 785 392 337 393 341 276 279 2672 404 308 262 97 96 165 116 2268 2220 2173 179 111 2118 2040
is_linear=0
shrinkage=0.0995203


Tree=1495
num_leaves=18
num_cat=0
split_feature=26 28 17 26 4 17 2 4 29 0 26 4 19 0 19 5 20
split_gain=0.0946839 0.12058 0.108755 0.365839 0.561384 0.796062 0.448882 0.594659 0.19077 0.317092 0.423167 0.490188 0.242813 0.339416 0.268166 0.142715 0.0803647
threshold=0.40795000000000009 0.087260000000000018 0.0041300000000000009 -0.054024999999999997 0.094995000000000024 0.12439000000000001 0.08814000000000001 0.076855000000000021 -0.08570499999999999 0.042275000000000014 1.0000000180025095e-35 0.092860000000000012 0.10583000000000002 -0.085794999999999996 0.090990000000000029 -0.15086999999999998 -0.046829999999999997
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 -6 7 -5 -1 12 11 -11 14 -14 -10 -4 -2
right_child=16 -3 3 4 5 -7 -8 -9 9 10 -12 -13 13 -15 -16 -17 -18
leaf_value=0.0050752272211838974 0.0060493346528251671 -0.0051883528065873397 0.0077552742599459245 -0.00058701273440421554 -0.018243886355948709 -0.00069741270378566864 0.0088436973873864226 -0.012249847579379485 0.00046096094342276412 0.0067331757784984533 -0.010895000198395675 -0.0045117768764637465 0.010771781396507089 -0.00064437602848973488 -0.006399658229878682 0.00087327034759760477 0.00014784201338318283
leaf_weight=80 46 46 59 742 46 58 46 46 2070 56 56 122 53 50 58 61 46
leaf_count=80 46 46 59 742 46 58 46 46 2070 56 56 122 53 50 58 61 46
internal_value=0 -0.000125063 -6.01918e-05 -0.000908398 -0.00157095 -0.00846623 -0.000710128 -0.00126888 0.0002921 0.000136535 -0.00334829 -0.000969439 0.00050241 0.00522201 0.000273586 0.00426375 0.00310749
internal_weight=0 3649 3603 1058 938 104 834 788 2545 2465 234 178 2231 103 2128 120 92
internal_count=3741 3649 3603 1058 938 104 834 788 2545 2465 234 178 2231 103 2128 120 92
is_linear=0
shrinkage=0.0995203


Tree=1496
num_leaves=14
num_cat=0
split_feature=0 21 1 0 2 4 4 9 3 12 5 12 4
split_gain=0.165296 0.324802 0.58328 0.120615 0.163509 0.85519 0.970264 0.398184 0.470805 0.205583 0.146696 0.169958 0.216241
threshold=-0.20796499999999998 -0.026109999999999998 0.021350000000000004 -0.16423499999999999 -0.14884499999999998 0.078295000000000017 0.085590000000000013 0.098465000000000011 0.10486500000000003 0.088665000000000022 -0.51412499999999994 -0.01397 0.092675000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -5 -7 8 -8 10 -6 -12 -13
right_child=3 2 -4 4 9 6 7 -9 -10 -11 11 12 -14
leaf_value=-0.0032433732759152077 -0.0038254798366597273 -0.00042665325046621069 0.013131706841452604 -0.0095918835596126781 0.0048324507864366565 0.017360358704856887 -0.0096562913172166427 0.0083562672305025811 0.0037211027916256305 -0.0063300723630424945 0.0051442112202160729 0.00017300876697914718 -0.0022692728425048009
leaf_weight=55 78 67 59 47 62 50 46 55 60 51 61 2621 416
leaf_count=55 78 67 59 47 62 50 46 55 60 51 61 2621 416
internal_value=0 0.00312797 0.00591561 4.4403e-05 0.000131653 0.00254214 0.00524886 0.00148243 -0.00207646 -6.17717e-05 3.91349e-05 -5.65291e-05 -0.000161259
internal_weight=0 181 126 3547 3469 258 211 161 106 3211 3160 3098 3037
internal_count=3728 181 126 3547 3469 258 211 161 106 3211 3160 3098 3037
is_linear=0
shrinkage=0.0995203


Tree=1497
num_leaves=15
num_cat=0
split_feature=0 20 1 18 18 18 19 9 9 2 3 19 18 20
split_gain=0.133943 0.2874 0.649432 0.165367 0.13903 0.674156 0.244044 0.259459 0.252431 0.58953 0.552167 0.223266 0.404356 0.195118
threshold=-0.20796499999999998 -0.071149999999999991 0.078505000000000019 0.31227500000000008 -0.025079999999999998 -0.019539999999999998 0.10364000000000002 -0.093949999999999992 0.09055500000000001 -0.082954999999999987 0.092510000000000023 0.13289500000000004 -0.015440000000000001 -0.079399999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 -2 9 -9 -10 12 -7 -14
right_child=3 2 -4 -5 5 11 -8 8 10 -11 -12 -13 13 -15
leaf_value=0.0091477990359025516 -0.006909952571407172 -0.0062817929453532068 0.0078124669683027831 0.0055574260490421365 -0.01173550992293506 0.0083898517314166896 0.0063446689188437827 -0.00043689516236021297 -0.0087501933681242081 0.0053820139943079621 0.00038682181618391595 -0.0070452075519372957 -0.0023730770549317852 0.00013864065689613722
leaf_weight=51 46 69 61 53 52 54 73 427 77 289 438 47 378 1613
leaf_count=51 46 69 61 53 52 54 73 427 77 289 438 47 378 1613
internal_value=0 0.00281577 0.000325371 3.9984e-05 -4.34751e-05 -0.000541845 0.000747404 0.000426793 0.000701618 0.00191066 -0.000977706 -0.000263217 -0.000106947 -0.000337809
internal_weight=0 181 130 3547 3494 2144 1350 1277 1231 716 515 2092 2045 1991
internal_count=3728 181 130 3547 3494 2144 1350 1277 1231 716 515 2092 2045 1991
is_linear=0
shrinkage=0.0995203


Tree=1498
num_leaves=24
num_cat=0
split_feature=6 18 18 17 8 0 0 3 26 3 18 17 0 18 0 6 17 18 18 17 8 6 6
split_gain=0.126063 0.253357 0.247067 0.496063 0.229006 0.21911 0.611749 0.488037 0.476279 0.435968 0.752926 0.332867 0.235227 0.218996 0.326685 0.232022 0.392078 0.207753 1.07674 0.715786 0.199168 0.593843 0.379552
threshold=0.091795000000000015 0.15891500000000006 0.11769500000000002 -0.035539999999999995 -0.063559999999999992 -0.082224999999999993 -0.078809999999999991 0.09304500000000003 0.091485000000000025 0.089535000000000017 -0.011569999999999999 -0.049834999999999997 -0.06340999999999998 0.10361000000000002 -0.087184999999999999 0.090195000000000011 -0.013125 0.088250000000000009 0.089775000000000021 -0.065004999999999993 -0.086304999999999993 -0.086849999999999997 -0.092434999999999989
decision_type=2 2 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 13 -4 -5 9 8 -8 -7 -2 -11 -9 -13 15 -15 17 -17 20 -19 -20 21 -1 -22
right_child=1 -3 3 4 -6 6 7 11 -10 10 -12 12 -14 14 -16 16 -18 18 19 -21 22 -23 -24
leaf_value=0.0013359086117062163 -0.001481229803283449 -0.004623970038187682 0.010478352820973829 0.0033873800665362203 -0.0047458553784140841 0.00023755125683659392 0.0099763024480357572 -0.0056582588994909897 -0.013528419965186585 0.018488474914393031 0.0017247330127818331 0.00085860845264857137 0.0082224228103155664 0.00068692411672617538 -0.010850025459493767 -0.010961815707189494 0.00083335894083888876 0.014887146340199107 -0.0074148890877837681 0.0043627449726985667 -0.0022843997326673043 -0.0043456847828406246 0.0012134356604782944
leaf_weight=344 65 64 64 80 60 54 73 61 46 46 63 186 56 49 48 52 60 56 89 120 414 387 1191
leaf_count=344 65 64 64 80 60 54 73 61 46 46 63 186 56 49 48 52 60 56 89 120 414 387 1191
internal_value=0 0.00134668 -0.000123865 0.00321987 -9.24454e-05 0.00193581 0.000829017 0.00267046 -0.00608661 0.0049589 0.00880686 0.000907601 0.00256602 -0.000366904 -0.00501364 -0.000200464 -0.00463567 -9.16762e-06 0.00263126 -0.000648695 -0.000309053 -0.00167087 0.00031068
internal_weight=0 714 3014 204 140 650 476 376 100 174 109 303 242 2810 97 2713 112 2601 265 209 2336 731 1605
internal_count=3728 714 3014 204 140 650 476 376 100 174 109 303 242 2810 97 2713 112 2601 265 209 2336 731 1605
is_linear=0
shrinkage=0.0995203


Tree=1499
num_leaves=15
num_cat=0
split_feature=7 8 2 10 6 8 8 2 6 8 8 3 3 0
split_gain=0.111322 0.125363 0.149697 0.127877 0.41372 0.170959 0.149743 0.232529 0.412081 0.614918 0.162759 0.137455 0.163327 0.0351761
threshold=0.093110000000000012 0.10851500000000001 -0.10165999999999999 0.077800000000000022 1.0000000180025095e-35 -0.013304999999999999 -0.091754999999999989 -0.087129999999999999 0.088915000000000022 -0.094139999999999988 -0.090809999999999988 0.14426500000000003 0.12651000000000004 -0.066735000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 6 5 -5 7 -1 9 -9 -8 12 -12 -3
right_child=-2 2 -4 4 -6 -7 10 8 -10 -11 11 -13 -14 -15
leaf_value=-0.0070625958175549878 0.0039636179175055221 -0.0033209356267211326 0.00052106723335258894 0.0038218744020257485 0.010921587750609399 -0.0029267340117788065 0.005669228865711291 -0.00031023546020564542 0.0054582381089987638 -0.010514147562932615 0.00028310424677755722 0.0042832829038029572 -0.0037245646784443785 -0.0072610591021505183
leaf_weight=64 74 46 83 68 46 82 56 357 89 70 2461 81 105 46
leaf_count=64 74 46 83 68 46 82 56 357 89 70 2461 81 105 46
internal_value=0 6.43246e-05 -0.00253442 0.000195281 0.00266474 0.000127178 4.76018e-05 -0.00140308 -0.000699538 -0.00198493 0.000359187 0.000246538 0.000118792 -0.0052999
internal_weight=0 3654 175 3479 196 150 3283 580 516 427 2703 2647 2566 92
internal_count=3728 3654 175 3479 196 150 3283 580 516 427 2703 2647 2566 92
is_linear=0
shrinkage=0.0995203


Tree=1500
num_leaves=10
num_cat=0
split_feature=7 20 20 27 36 12 8 3 3
split_gain=0.342495 0.227824 0.294912 0.178421 0.182564 0.249595 0.18621 0.363967 0.329057
threshold=-0.23835999999999999 -0.23598 -0.41270499999999993 -0.086859999999999993 0.089700000000000016 -0.008564999999999998 -0.084554999999999991 0.084620000000000015 0.086605000000000029
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 -7 -8
right_child=1 3 -4 4 -6 6 8 -9 -10
leaf_value=0.0083932264349825449 0.00070670862893134571 -0.0048940315040813653 -0.010038906753375949 0.0074586810500205276 -0.0051070532611799313 -0.0042934792547425268 0.0035622265542908571 -3.7756448213822119e-05 0.00011920913963893753
leaf_weight=47 49 73 52 46 66 249 324 994 1819
leaf_count=47 49 73 52 46 66 249 324 994 1819
internal_value=0 -0.00015638 -0.00481758 -2.43165e-05 7.7076e-05 0.000177009 7.78435e-05 -0.000890929 0.000640141
internal_weight=0 3672 101 3571 3498 3432 3386 1243 2143
internal_count=3719 3672 101 3571 3498 3432 3386 1243 2143
is_linear=0
shrinkage=0.0995203


Tree=1501
num_leaves=18
num_cat=0
split_feature=7 20 17 2 3 3 18 17 5 5 17 3 5 5 3 6 27
split_gain=0.277717 0.184663 0.278752 0.144714 0.307845 0.173905 0.708355 1.32787 0.655973 0.939431 0.566426 0.186096 0.422468 0.333553 0.270829 0.209082 0.201378
threshold=-0.23835999999999999 -0.23598 -0.07496499999999999 -0.23128999999999997 0.10684000000000003 0.084380000000000024 -0.018629999999999997 -0.092124999999999999 -0.016815 -0.092864999999999989 -0.016659999999999998 0.086535000000000015 0.0053250000000000016 -0.088604999999999989 0.087570000000000023 0.088750000000000023 -0.086859999999999993
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 -3 6 7 -5 9 -8 -10 12 13 -7 15 -13 -16
right_child=1 3 -4 5 -6 11 8 -9 10 -11 -12 14 -14 -15 16 -17 -18
leaf_value=0.0075579307607404637 -0.0096189441627593276 0.0097313633123464888 0.00082467346951575922 0.0031575655651736164 -0.0010408925839513416 0.0065952879871103761 0.00026920050760240101 -0.0192070713084481 0.00039367752439476203 -0.015777868119981726 0.013703794783864227 -0.0058433502176257939 0.010985915552225436 -0.00064016803419940599 -0.005478188917584309 0.001183316691882708 0.00026802443485212746
leaf_weight=47 50 46 51 48 61 81 168 58 79 46 53 138 47 285 62 60 2339
leaf_count=47 50 46 51 48 61 81 168 58 79 46 53 138 47 285 62 60 2339
internal_value=0 -0.000140817 -0.00433733 -2.18965e-05 0.00358252 -0.00013347 -0.00195386 -0.00907197 0.000224462 -0.00317635 0.0057441 0.000139438 0.00210196 0.000958885 -0.000172106 -0.00370992 0.000119301
internal_weight=0 3672 101 3571 107 3464 452 106 346 214 132 3012 413 366 2599 198 2401
internal_count=3719 3672 101 3571 107 3464 452 106 346 214 132 3012 413 366 2599 198 2401
is_linear=0
shrinkage=0.0995203


Tree=1502
num_leaves=11
num_cat=0
split_feature=9 20 8 11 2 0 5 2 0 2
split_gain=0.25445 0.146582 0.255086 0.154348 0.179265 0.1802 0.289042 0.34481 0.215652 0.163859
threshold=-0.22988499999999998 -0.23598 -1.0000000180025095e-35 -0.15300499999999997 -0.241895 -0.14124499999999998 -0.0086449999999999982 0.09556000000000002 -0.13056499999999996 0.10924500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 7 -6 -7 -10
right_child=1 3 -4 4 5 8 -8 -9 9 -11
leaf_value=0.0052796235926461229 0.00065518205419537988 -0.0046200278056787829 -0.0093749025000029722 0.0055704534664315743 -0.0020737789012456641 -0.0061899548086906727 0.0070070015548151085 0.0043185755398121202 -6.3997747503518072e-05 -0.0040325802902063251
leaf_weight=87 55 72 46 57 203 61 86 142 2803 107
leaf_count=87 55 72 46 57 203 61 86 142 2803 107
internal_value=0 -0.000166507 -0.00390487 -5.93433e-05 3.5352e-05 -5.71473e-05 0.00184423 0.000554905 -0.000333254 -0.000210203
internal_weight=0 3632 101 3531 3459 3402 431 345 2971 2910
internal_count=3719 3632 101 3531 3459 3402 431 345 2971 2910
is_linear=0
shrinkage=0.0995203


Tree=1503
num_leaves=10
num_cat=0
split_feature=9 36 0 5 11 18 5 3 0
split_gain=0.206327 0.143705 0.139086 0.223697 0.19956 0.185947 0.258588 0.170732 0.167591
threshold=-0.22988499999999998 0.089700000000000016 0.12433000000000002 0.22078000000000006 -0.15300499999999997 0.19545000000000004 -0.028405 -0.14674999999999996 -0.142265
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 7 -7 -6 -9
right_child=1 -3 3 -5 5 6 -8 8 -10
leaf_value=0.0047541943264578154 -0.005295011066300816 -0.004824222272322644 -0.00039111934948613187 0.0082640765382145081 0.00582843044565832 0.00045129929729632005 -0.0097779531316416375 0.0018019387691126962 -0.00031265272028449705
leaf_weight=87 74 64 70 51 50 52 46 428 2797
leaf_count=87 74 64 70 51 50 52 46 428 2797
internal_value=0 -0.000149958 -6.58854e-05 0.00325017 -0.000182527 -7.01214e-05 -0.00434184 5.7454e-05 -3.17647e-05
internal_weight=0 3632 3568 121 3447 3373 98 3275 3225
internal_count=3719 3632 3568 121 3447 3373 98 3275 3225
is_linear=0
shrinkage=0.0995203


Tree=1504
num_leaves=24
num_cat=0
split_feature=4 8 8 0 2 8 8 3 2 3 27 1 0 26 1 26 3 3 27 1 0 0 10
split_gain=0.59646 0.137964 0.310086 0.696492 0.342359 0.332793 0.292568 0.265215 0.452328 0.376254 0.202227 0.19667 0.193366 0.744195 0.39849 0.309211 0.598422 0.291014 0.232739 0.268168 0.180454 0.0702327 0.0241996
threshold=0.15028500000000003 -0.082654999999999992 -0.084554999999999991 -0.086855000000000002 -0.08126499999999999 -0.083849999999999994 -0.082014999999999991 0.083955000000000016 -0.086304999999999993 0.084620000000000015 0.098515000000000019 -0.078509999999999983 0.042275000000000014 1.0000000180025095e-35 -0.090374999999999997 0.0054200000000000012 0.088285000000000016 0.10119000000000002 -0.032854999999999995 -0.087154999999999996 -0.071029999999999996 -0.089449999999999988 0.086275000000000018
decision_type=2 2 2 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 -5 -3 8 21 -9 11 -11 14 17 15 20 -17 -14 -16 -20 -8 -1 -19
right_child=-2 6 3 4 -6 -7 12 9 -10 10 -12 -13 13 -15 18 16 -18 22 19 -21 -22 -23 -24
leaf_value=0.0014780442156744173 -0.0095149479830110018 -0.0061345173647666725 0.013916734753407259 0.0040273210887569249 0.0077211052377724586 -0.0069024473053291941 0.0042952154945103214 -0.0065396370444398217 0.0087220398534283237 0.0018650955549423722 0.0065148212250689171 -0.0011543898032582863 0.0044830530846095657 -0.013308676351714956 0.0051216358979546649 0.0011341659869870224 0.014796862834572844 -0.0050319380290857509 -0.0079151023031934602 -0.00050154141433352798 -0.0032862350320159162 -0.0039033102876061595 -0.0018605602950619192
leaf_weight=50 66 87 55 49 51 63 58 91 90 317 47 655 82 53 70 72 57 52 50 1463 67 46 46
leaf_count=50 66 87 55 49 51 63 58 91 90 317 47 655 82 53 70 72 57 52 50 1463 67 46 46
internal_value=0 3.03858e-05 0.00075882 0.00423165 0.000958657 -0.00211336 -0.000480523 0.000174023 0.00365233 -0.000408092 0.000138672 -0.000168798 -0.000242496 -0.00294341 9.96357e-05 0.00375923 0.00717752 0.000104036 -0.000487047 -0.000747078 0.000225009 -0.00109199 -0.00355169
internal_weight=0 3671 1514 218 163 112 2157 1296 186 1110 1019 972 2070 233 1837 254 129 180 1583 1513 125 96 98
internal_count=3737 3671 1514 218 163 112 2157 1296 186 1110 1019 972 2070 233 1837 254 129 180 1583 1513 125 96 98
is_linear=0
shrinkage=0.0995203


Tree=1505
num_leaves=16
num_cat=0
split_feature=4 17 3 3 9 8 20 17 19 8 8 8 8 3 17
split_gain=0.48365 0.166238 0.434565 0.469023 0.527035 0.489189 0.249032 0.139747 0.208473 0.120271 0.2906 0.288293 0.422692 0.227947 0.2236
threshold=0.15028500000000003 -0.47367999999999999 0.11275500000000002 0.099655000000000021 0.095055000000000014 -0.053049999999999993 -0.0096699999999999998 -0.46515999999999996 -0.071824999999999986 -0.071344999999999992 -0.069444999999999993 -0.077074999999999991 -0.077889999999999987 0.091865000000000016 -0.095109999999999986
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 -3 -9 11 -11 12 -10 -13 -12
right_child=-2 7 -4 4 -6 -7 -8 8 9 10 14 13 -14 -15 -16
leaf_value=-0.0097966336529749579 -0.0085680185085720111 0.0056924222500813193 0.0044487884550447445 -0.01692194158979924 -0.0029770128492951362 0.0066990348207317764 7.5711186681386611e-05 -0.0053680930494158837 0.00067166908204879469 -0.0078608511820416008 -0.0030894066320804759 -0.00074673493651915084 -0.0084273954861672253 0.0077162354999336198 0.00048613098115061977
leaf_weight=49 66 46 79 47 63 59 52 66 1822 51 213 46 52 99 927
leaf_count=49 66 46 79 47 63 59 52 66 1822 51 213 46 52 99 927
internal_value=0 2.73618e-05 -0.00203858 -0.00393977 -0.00894275 -0.000495112 -0.00470574 0.000244651 0.000167906 0.000281985 -0.000510751 0.000750022 0.00041875 0.00502579 -0.000181212
internal_weight=0 3671 349 270 110 160 101 3322 3276 3210 1191 2019 1874 145 1140
internal_count=3737 3671 349 270 110 160 101 3322 3276 3210 1191 2019 1874 145 1140
is_linear=0
shrinkage=0.0995203


Tree=1506
num_leaves=21
num_cat=0
split_feature=4 5 3 0 0 17 3 0 6 5 8 8 17 3 8 17 4 17 21 4
split_gain=0.394982 0.146863 0.226007 0.2311 0.322031 0.378216 0.679874 0.368208 0.130197 0.285072 0.404443 0.341927 0.213852 0.50664 0.618394 0.349507 0.320816 0.413187 0.249437 0.189702
threshold=0.15730000000000002 0.054660000000000007 0.14530500000000005 -0.089965000000000003 -0.083995 -0.13530499999999998 0.098455000000000029 -0.030209999999999997 0.10384500000000003 -0.040404999999999996 -0.078414999999999999 -0.068099999999999994 0.11639500000000001 0.088055000000000022 -0.085165000000000005 0.10178500000000003 0.098515000000000019 0.50822500000000015 0.12262000000000002 0.090860000000000024
decision_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 -3 -5 6 -6 -7 12 11 -11 -10 15 14 -14 18 17 -15 19 -1
right_child=-2 2 -4 4 5 7 -8 -9 9 10 -12 -13 13 16 -16 -17 -18 -19 -20 -21
leaf_value=3.1636107396994171e-05 -0.0092768734088998807 0.0038751300226076372 0.0056107805242489005 -0.010058098357930203 0.004642038682791263 -0.0093600953465576096 -0.0027987068549463275 -0.0010641658337474089 -0.0059033621429096838 0.012683240744318335 0.00031333612841607866 0.0045897860393576189 -6.2220553279872944e-06 -0.00098029057295988568 -0.015019418434043957 0.0088767663931533566 -0.0063471172448906566 0.0075330943315643252 -0.005950234205453383 0.0023237377215426075
leaf_weight=1552 46 73 47 46 194 101 326 112 61 52 53 62 53 186 56 49 62 81 60 465
leaf_count=1552 46 73 47 46 194 101 326 112 61 52 53 62 53 186 56 49 62 81 60 465
internal_value=0 2.11608e-06 -0.00110396 -0.00147534 -0.00197778 -0.00146957 -2.1162e-05 -0.00500176 0.000358557 0.00263779 0.00644718 -0.000607478 0.00015556 -0.00184641 -0.00772694 0.000568393 9.93559e-05 0.00159936 0.00037199 0.000560464
internal_weight=0 3691 899 852 779 733 520 213 2792 228 105 123 2564 438 109 2126 329 267 2077 2017
internal_count=3737 3691 899 852 779 733 520 213 2792 228 105 123 2564 438 109 2126 329 267 2077 2017
is_linear=0
shrinkage=0.0995203


Tree=1507
num_leaves=17
num_cat=0
split_feature=23 2 5 22 1 18 0 8 17 2 18 18 1 5 23 8
split_gain=0.180578 0.139339 0.151434 0.195867 0.241673 0.425085 0.264239 0.433801 0.333793 0.234026 0.174033 0.180523 0.207809 0.227014 0.150541 0.229235
threshold=-0.065019999999999981 0.42136500000000005 0.054660000000000007 0.081160000000000024 -0.003735 -0.42248000000000002 -0.081909999999999997 -0.086775000000000005 -0.13530499999999998 -0.075899999999999995 -0.10726999999999999 -0.087724999999999984 -0.0088199999999999997 -0.011514999999999999 1.0000000180025095e-35 -0.396895
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 6 9 7 -4 -8 -6 -2 12 13 -12 15 -13
right_child=1 -3 3 -5 5 -7 8 -9 -10 -11 11 14 -14 -15 -16 -17
leaf_value=-0.0051447273804370169 -0.0043767473917445902 -0.0044358029290824047 0.00052008230687243268 0.0040029821374482823 -0.0056030571353575774 0.0090703789260749065 0.00037276962805192189 -0.012175610393391269 -0.0047701315012883159 0.0037284588319452939 -0.0043863035471749592 0.0057928044683782862 0.0072992900403163179 0.0032541603618839211 -0.0049963952006749201 0.0002339257301711641
leaf_weight=69 72 69 46 70 63 55 354 63 193 46 52 76 79 148 52 2230
leaf_count=69 72 69 46 70 63 55 354 63 193 46 52 76 79 148 52 2230
internal_value=0 -5.64131e-06 7.90663e-05 -0.00104692 -0.00147901 0.00193529 -0.00233384 -0.00681029 -0.00144032 -0.00165748 0.000449295 0.000581375 0.00297553 0.00126355 0.00029775 0.000417488
internal_weight=0 3668 3599 890 820 164 656 109 547 109 2709 2637 279 200 2358 2306
internal_count=3737 3668 3599 890 820 164 656 109 547 109 2709 2637 279 200 2358 2306
is_linear=0
shrinkage=0.0995203


Tree=1508
num_leaves=23
num_cat=0
split_feature=18 26 26 20 3 18 26 17 7 3 5 5 3 20 26 29 20 20 9 9 18 21
split_gain=0.217244 0.197694 0.281827 0.278077 0.319937 0.370569 0.353563 0.341784 0.229601 0.262288 0.482719 0.436903 0.430729 0.386778 0.290356 0.322867 0.156968 0.305337 0.236107 0.317053 0.216795 0.167953
threshold=-0.10726999999999999 0.086645000000000014 0.087170000000000011 0.096815000000000026 0.11926500000000002 -0.09053499999999999 0.12456500000000002 -0.060269999999999997 0.083320000000000019 0.089095000000000021 0.065520000000000023 0.0029100000000000007 0.090695000000000012 -0.009049999999999999 0.0054200000000000012 0.0035350000000000004 -0.071149999999999991 -0.077649999999999983 0.10153500000000003 0.092775000000000024 -0.14907499999999999 0.097120000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 8 -3 4 5 -4 -6 -7 9 10 11 13 -11 -2 15 -14 17 21 19 20 -18 -1
right_child=1 2 3 -5 6 7 -8 -9 -10 12 -12 -13 14 -15 -16 -17 18 -19 -20 -21 -22 -23
leaf_value=-0.0054709447762649041 -1.8559969990805467e-05 -0.006443448636062124 -0.0078806354709274624 -0.0067839496551701439 0.010829458708781659 0.0030342463752722542 -0.00029098485961089526 -0.00085710309389774658 -0.0050600590643368124 -0.0065791371185556762 0.01155866942717871 -0.0063948125182731854 0.00089206027673191654 0.0048292957605542202 0.006853208478648007 -0.0066004056032828214 0.0043852598558817915 -0.011006966820361607 0.006090758604797547 -0.0081961191034527481 -0.0030609835577915436 0.0014064660518889991
leaf_weight=66 292 74 61 60 56 293 57 943 58 85 56 57 700 368 73 62 75 48 46 56 80 75
leaf_count=66 292 74 61 60 56 293 57 943 58 85 56 57 700 368 73 62 75 48 46 56 80 75
internal_value=0 0.000370051 -0.000450492 -0.000148248 0.000133542 -0.000308352 0.00521279 6.46986e-05 0.00109406 0.00130537 0.00265682 0.00196042 0.000168974 0.00268325 0.000856888 0.000281362 -0.00197023 -0.00414779 -0.000365655 -0.0017771 0.000536756 -0.00180694
internal_weight=0 3295 1544 1470 1410 1297 113 1236 1751 1693 773 717 920 660 835 762 446 189 257 211 155 141
internal_count=3741 3295 1544 1470 1410 1297 113 1236 1751 1693 773 717 920 660 835 762 446 189 257 211 155 141
is_linear=0
shrinkage=0.0995203


Tree=1509
num_leaves=26
num_cat=0
split_feature=18 8 8 0 17 0 22 25 20 0 5 0 6 0 8 8 0 18 20 19 8 18 18 8 17
split_gain=0.176136 0.272954 0.370925 0.273589 0.333161 0.183842 0.154862 0.184088 0.153499 0.122019 0.390591 0.303682 0.32071 0.264404 0.241477 0.585306 0.42607 0.218013 0.652973 0.605443 0.601588 0.344245 0.389673 0.288519 0.073762
threshold=-0.10726999999999999 -0.086914999999999992 -0.069939999999999988 -0.079665 -0.467555 -0.078289999999999985 0.13160500000000006 0.083740000000000023 -0.071149999999999991 -0.071799999999999989 1.0000000180025095e-35 -0.063914999999999986 0.090460000000000026 -0.052884999999999995 -0.068904999999999994 -0.090274999999999994 -0.047634999999999997 0.088735000000000022 -0.053499999999999999 0.093930000000000027 -0.053049999999999993 0.082540000000000016 0.0057900000000000009 -0.088520000000000001 -0.239145
decision_type=2 2 2 2 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 -3 7 9 -6 17 11 12 -11 -13 15 -12 -16 21 19 -19 -20 22 -2 -23 -10
right_child=6 2 3 4 8 -7 -8 -9 24 10 14 13 -14 -15 16 -17 -18 18 20 -21 -22 23 -24 -25 -26
leaf_value=0.0054801628478235546 0.00039295533644573635 -0.00257301450130411 -0.0073968374022734011 0.0056948100700866091 -0.0062253865827578579 -0.010770937118028286 -0.0051620779970003115 0.0058801002315253112 0.0030327683663470078 0.012527855524671446 -0.0037449988714370859 -0.0043835612413646923 0.0025811880954151015 0.0036113049120003729 -0.010680799785159569 0.010619812313717895 -0.00041536402259665376 0.0094781164944830916 -0.0021996307111042958 -0.002285735211964826 -0.012451286063780946 0.011852175071019358 -0.0081865677346038522 0.001717902855395498 -0.0024836466449740585
leaf_weight=46 1802 46 50 85 56 67 50 60 49 66 61 55 63 160 52 52 175 81 283 93 71 46 54 71 47
leaf_count=46 1802 46 50 85 56 67 50 60 49 66 61 55 63 160 52 52 175 81 283 93 71 46 54 71 47
internal_value=0 -0.00177416 -0.00261045 -0.000705682 0.000702501 -0.00744098 0.0003331 0.000418024 -0.00208387 0.00031487 0.00149275 0.00385752 0.00767653 0.0015623 -0.000897423 0.00285811 -0.00277053 -6.94209e-06 -0.00180341 0.00318584 -0.00425807 0.000473401 0.000142894 0.00570932 0.000323496
internal_weight=0 446 400 287 237 113 3295 3245 152 3185 684 344 129 215 340 113 227 2501 528 174 354 1973 1856 117 96
internal_count=3741 446 400 287 237 113 3295 3245 152 3185 684 344 129 215 340 113 227 2501 528 174 354 1973 1856 117 96
is_linear=0
shrinkage=0.0995203


Tree=1510
num_leaves=18
num_cat=0
split_feature=4 5 5 19 17 3 4 4 17 3 21 4 18 4 21 3 20
split_gain=0.184714 0.137507 0.42516 0.405567 0.294901 0.247584 0.246837 0.237151 0.344786 0.267776 0.171826 0.395525 1.29138 0.901563 0.232025 0.56018 0.537265
threshold=0.14903500000000006 0.11286000000000003 0.073820000000000011 0.072660000000000016 -0.21387500000000001 0.087170000000000011 0.10739000000000003 0.089610000000000009 -0.56137499999999996 0.089895000000000017 0.097120000000000026 0.088985000000000022 0.084900000000000017 0.084545000000000023 0.10403500000000003 0.097095000000000029 -0.077394999999999992
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 -1 -3 7 9 -9 -7 11 13 -13 -6 15 -12 -16
right_child=-2 3 -4 -5 10 6 -8 8 -10 -11 14 12 -14 -15 16 -17 -18
leaf_value=-0.0073978893748907195 0.0049626736253766289 0.0050578014164683995 0.0087820359257539862 -0.0094050085183975795 0.00030451472141175692 -0.0067344971141199261 0.0055792028569357048 -0.00012052717701985374 -0.01144788508256263 0.00025435524355107194 -0.013803501830623045 0.00093351876772685826 0.015300495053176101 -0.012085795254300606 0.0075764243829083899 -7.1595675509500409e-05 -0.002499592889615774
leaf_weight=51 75 69 57 56 1900 64 48 51 56 357 47 411 73 60 69 79 218
leaf_count=51 75 69 57 56 1900 64 48 51 56 357 47 411 73 60 69 79 218
internal_value=0 -2.6338e-05 0.000269797 -0.00128006 0.000102666 -0.000573369 -0.00124936 -0.00187169 -0.00605652 -0.000806139 0.000236845 0.000554362 0.00310213 -7.43631e-05 -0.00164014 -0.00520031 -7.42826e-05
internal_weight=0 3666 2965 701 2908 645 576 528 107 421 2857 2444 484 1960 413 126 287
internal_count=3741 3666 2965 701 2908 645 576 528 107 421 2857 2444 484 1960 413 126 287
is_linear=0
shrinkage=0.0995203


Tree=1511
num_leaves=21
num_cat=0
split_feature=4 26 26 18 0 21 20 22 20 9 3 0 29 9 9 17 8 5 9 0
split_gain=0.149779 0.129192 0.281812 0.213122 0.383408 0.613161 0.251714 0.408839 0.257831 0.455082 0.340951 0.213119 0.211235 0.17425 0.300717 0.298261 0.293953 0.478908 0.389041 0.0941853
threshold=0.14903500000000006 0.08598500000000002 0.085355000000000028 -0.09053499999999999 -0.079564999999999983 0.10198500000000002 0.096815000000000026 0.081580000000000027 -0.077154999999999987 0.088135000000000033 0.089605000000000018 -0.086254999999999984 0.10207000000000002 0.084290000000000018 0.083875000000000019 0.016900000000000005 -0.085764999999999994 -0.0054650000000000002 0.088035000000000016 -0.067839999999999998
decision_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 -3 -6 7 8 9 -5 -10 -4 13 14 15 -1 17 -15 -18 -7
right_child=-2 3 11 6 5 19 -8 -9 10 -11 -12 -13 -14 16 -16 -17 18 -19 -20 -21
leaf_value=0.0018318459068140999 0.0044687872903439738 0.0021589458786765549 0.010611676477188732 -0.0084759887790215784 -0.012669021682818245 -0.0037950782635573616 -0.0067967539098567793 0.0092953239773314461 -0.001545761204807651 0.00037505064097459348 0.0018293312150357113 0.00106117811475641 -0.0061666764945733374 -0.0011809352490873349 0.0079243155847966758 -0.0024575998151749718 0.0050116578094536648 -0.01264774161679702 -0.0010715636076444616 0.0025017808684447487
leaf_weight=714 75 85 47 97 76 47 55 46 526 141 679 46 49 146 64 207 140 48 406 47
leaf_count=714 75 85 47 97 76 47 55 46 526 141 679 46 49 146 64 207 140 48 406 47
internal_value=0 -2.37169e-05 0.000555982 -0.000625782 -0.00329138 -0.00602136 -0.000185014 5.8658e-05 -0.000235222 -0.00322887 0.000355375 0.00589658 0.000275545 0.000459016 0.00132627 0.00086688 -0.000694257 -0.00402231 0.000486738 -0.00063794
internal_weight=0 3666 1867 1799 255 170 1544 1489 1443 238 1205 93 1774 1725 985 921 740 194 546 94
internal_count=3741 3666 1867 1799 255 170 1544 1489 1443 238 1205 93 1774 1725 985 921 740 194 546 94
is_linear=0
shrinkage=0.0995203


Tree=1512
num_leaves=10
num_cat=0
split_feature=24 0 5 3 7 9 39 3 2
split_gain=0.20552 0.171843 0.911124 0.151935 0.160556 0.180266 0.18426 0.303453 0.106669
threshold=-0.070599999999999996 -0.229625 -0.086109999999999992 -0.16443499999999997 0.085695000000000021 -0.22988499999999998 0.084550000000000028 -0.02172 0.11392500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -3 5 -5 7 -7 -2
right_child=1 3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.0063468023077837251 -0.0052752333345780457 -0.0056797857391802445 0.015086769016994253 0.0050256321372316119 -0.0050259041296623367 0.0074809325325407234 -0.0059364226821911927 2.6100752423729121e-05 0.0011997194516058941
leaf_weight=49 47 46 46 74 60 55 50 3250 54
leaf_count=49 47 46 46 74 60 55 50 3250 54
internal_value=0 0.000141057 0.00347511 2.18138e-06 7.73288e-05 0.000166863 5.94509e-05 0.000150408 -0.00180527
internal_weight=0 3682 147 3535 3489 3429 3355 3305 101
internal_count=3731 3682 147 3535 3489 3429 3355 3305 101
is_linear=0
shrinkage=0.0995203


Tree=1513
num_leaves=11
num_cat=0
split_feature=24 0 5 18 27 19 0 18 18 2
split_gain=0.16665 0.139341 0.738771 0.0937364 0.0929041 0.219861 0.165552 0.541195 0.401538 0.0865211
threshold=-0.070599999999999996 -0.229625 -0.086109999999999992 -0.47082499999999999 -0.038765000000000001 -0.081619999999999984 -0.06340999999999998 -0.26620499999999997 -0.20826999999999998 0.11392500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -3 -5 -6 8 -8 -7 -2
right_child=1 3 -4 4 5 6 7 -9 -10 -11
leaf_value=-0.0057151675367872424 -0.0047502409591970544 0.0042806218097696681 0.013585330793312497 -0.0033694514812067432 -0.0065975701110231834 -0.0079486750526113568 0.011724754313766085 0.00073187943868236263 -3.1068564173922106e-05 0.0010803229836293391
leaf_weight=49 47 50 46 82 49 65 48 588 2653 54
leaf_count=49 47 50 46 82 49 65 48 588 2653 54
internal_value=0 0.000127019 0.00312926 1.94126e-06 -5.9211e-05 2.03133e-05 0.000117241 0.00156282 -0.000220717 -0.00162481
internal_weight=0 3682 147 3535 3485 3403 3354 636 2718 101
internal_count=3731 3682 147 3535 3485 3403 3354 636 2718 101
is_linear=0
shrinkage=0.0995203


Tree=1514
num_leaves=18
num_cat=0
split_feature=8 1 21 26 2 0 26 3 5 1 3 2 5 5 9 9 0
split_gain=0.14391 0.616213 0.189975 0.121707 0.386105 0.447546 0.388896 0.140278 0.461422 0.494462 0.343876 0.258302 0.447968 0.247402 0.136497 0.275024 0.206246
threshold=0.10649000000000002 0.11120500000000003 0.090715000000000032 0.12086000000000002 -0.073369999999999991 -0.055729999999999995 0.40795000000000009 0.083955000000000016 -0.0089549999999999994 -0.14806999999999998 0.084235000000000018 -0.087359999999999993 -0.084089999999999984 -0.41880499999999998 0.11582000000000002 0.10814500000000002 0.042275000000000014
decision_type=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 -6 8 11 -10 -9 -1 13 -13 15 16 -12
right_child=1 -3 -4 4 5 -7 -8 10 9 -11 14 12 -14 -15 -16 -17 -18
leaf_value=0.0042943271492751033 0.0042647098214338109 -0.011405622233685174 -0.003069577921596327 0.0095907340046380227 -0.0082716577308982915 0.0078689691249427384 0.0025691528201809144 -0.0084625512148836738 0.0011337804009340022 0.015052375563092496 0.00013678890957194252 -0.0026328417253040286 -0.0086691627825164624 0.0068791837050794337 -0.0044940158581477071 0.006955715418908312 -0.0033656106907782044
leaf_weight=82 77 56 64 56 67 53 64 49 55 47 2580 62 70 48 67 56 178
leaf_count=82 77 56 64 56 67 53 64 49 55 47 2580 62 70 48 67 56 178
internal_value=0 -0.00257252 0.000929866 0.000191191 0.00235492 0.000148262 -0.00296914 3.32941e-05 0.00187609 0.00755528 -0.000195361 -0.000331768 -0.00244376 0.00151042 -5.44685e-05 5.09442e-05 -8.89575e-05
internal_weight=0 197 141 3534 240 184 131 3294 364 102 2930 262 180 110 2881 2814 2758
internal_count=3731 197 141 3534 240 184 131 3294 364 102 2930 262 180 110 2881 2814 2758
is_linear=0
shrinkage=0.0995203


Tree=1515
num_leaves=15
num_cat=0
split_feature=27 0 21 9 18 21 5 20 0 18 20 6 12 20
split_gain=0.12407 0.366698 0.130666 0.38713 0.172003 0.155804 0.353366 0.5549 0.167228 0.224051 0.160241 0.218602 0.217903 0.178303
threshold=-0.015455 -0.091364999999999988 -0.085574999999999998 0.086315000000000017 -0.026374999999999999 -0.032929999999999994 0.0076350000000000012 -0.014534999999999999 -0.23032 0.014860000000000003 -0.14091999999999996 0.041585000000000011 0.085345000000000018 -0.097769999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 7 -4 9 -7 11 -10 13 -12
right_child=2 -3 5 -5 -6 8 -8 -9 10 -11 12 -13 -14 -15
leaf_value=0.0028069257383233608 0.0029770402024955449 -0.0096177240646126878 -0.0050593205188159658 -0.0024666355593784546 0.011397810128125413 0.0092640231665068063 -0.0099522836728574982 0.0078301557000435337 -0.0081461683737728604 -0.00039165691556144918 0.00534000723943276 0.00042899065078492771 0.0061660058062777664 -5.2833388024393487e-05
leaf_weight=46 51 48 88 77 46 46 50 53 55 49 62 63 59 2938
leaf_count=46 51 48 88 77 46 46 50 53 55 49 62 63 59 2938
internal_value=0 -0.00352887 0.000133064 0.00279424 0.00697884 -4.11761e-07 -0.00276354 -0.000208533 0.000160633 0.00427511 3.73427e-05 -0.00356097 0.000176414 5.83459e-05
internal_weight=0 94 3637 174 97 3463 191 141 3272 95 3177 118 3059 3000
internal_count=3731 94 3637 174 97 3463 191 141 3272 95 3177 118 3059 3000
is_linear=0
shrinkage=0.0995203


Tree=1516
num_leaves=13
num_cat=0
split_feature=7 6 6 3 9 9 6 4 8 17 27 17
split_gain=0.146666 0.10187 0.318832 0.220001 0.372754 0.325987 0.196383 0.161783 0.355837 0.159551 0.359997 0.274499
threshold=0.086645000000000028 0.11642500000000001 0.10877500000000002 0.10850000000000003 0.11542500000000001 0.09202500000000001 0.10449000000000003 0.13752500000000004 -0.44475499999999996 -0.043894999999999997 0.085370000000000015 -0.038314999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -3 7 9 -9 10 -1 -11
right_child=-2 3 -4 4 -6 -7 -8 8 -10 11 -12 -13
leaf_value=0.00091045888840229048 0.0039832997417495143 0.010140345490612513 -0.0065814912376945837 -0.0076200028259292094 0.0039335159237362536 0.00024993998683790156 0.005864592837387753 -0.0033124994458784496 0.0071792165481261577 -0.0084206978244067109 -0.0051579292969167493 -0.00079127696914014882
leaf_weight=1240 87 58 78 52 59 77 53 52 83 48 105 1773
leaf_count=1240 87 58 78 52 59 77 53 52 83 48 105 1773
internal_value=0 -0.000150791 -0.00029122 0.00180505 -0.00147157 0.00450522 -0.000144691 -0.000241422 0.0031319 -0.000385521 0.00043611 -0.000992832
internal_weight=0 3678 3432 246 111 135 3354 3301 135 3166 1345 1821
internal_count=3765 3678 3432 246 111 135 3354 3301 135 3166 1345 1821
is_linear=0
shrinkage=0.0995203


Tree=1517
num_leaves=19
num_cat=0
split_feature=17 3 1 17 6 26 4 18 6 19 19 9 0 6 0 19 3 6
split_gain=0.0800581 0.486024 0.386789 0.288624 0.248682 0.327283 0.348529 0.3485 0.312663 0.165088 0.415396 0.500457 0.157202 0.354307 0.188736 0.193478 0.155364 0.0694403
threshold=0.12439000000000001 0.12651000000000004 -0.080954999999999985 0.11012500000000003 0.11642500000000001 0.089625000000000024 0.076855000000000021 -0.013734999999999999 0.093835000000000016 0.090990000000000029 0.10583000000000002 0.084055000000000032 -0.23177499999999998 -0.48214499999999999 -0.225295 0.077805000000000027 0.096385000000000012 0.12241500000000002
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 16 12 -11 -12 -1 -14 -15 -16 -7 -6
right_child=1 -3 4 -5 17 8 -8 -9 -10 10 11 -13 13 14 15 -17 -18 -19
leaf_value=-0.0045501906428338946 0.0068029844698613857 0.009500664168271113 -0.0031106031721642251 -0.0071459805143335069 0.0060357886959296466 0.0015969299433942204 -0.006876394673049859 0.0061648720319689198 -0.012428268660574835 -0.008508217813797141 0.0088336650501280728 -0.0041039456500048593 0.0085799279664137973 0.0061644867188512236 -0.00021219388683394158 0.0047856691784962085 -0.0060056583571870669 0.00068101213551349099
leaf_weight=71 73 60 66 59 51 47 51 102 47 79 47 80 49 49 2648 79 61 46
leaf_count=71 73 60 66 59 51 47 51 102 47 79 47 80 49 49 2648 79 61 46
internal_value=0 0.00100005 6.09784e-05 -0.000250333 -0.000982224 -0.00214817 0.000325039 0.00251606 -0.00564786 -0.000118914 -0.00284118 0.000677545 7.44447e-05 0.000190964 4.25932e-05 -6.71077e-05 -0.00268955 0.00350485
internal_weight=0 604 544 3161 471 374 219 168 155 3102 206 127 2896 2825 2776 2727 108 97
internal_count=3765 604 544 3161 471 374 219 168 155 3102 206 127 2896 2825 2776 2727 108 97
is_linear=0
shrinkage=0.0995203


Tree=1518
num_leaves=10
num_cat=0
split_feature=7 11 27 11 0 3 30 30 1
split_gain=0.112088 0.0782914 0.240254 0.218976 0.183624 0.126578 0.261507 0.205381 0.153052
threshold=0.086645000000000028 -0.11166 0.08841000000000003 -0.075149999999999981 -0.065939999999999985 0.15537500000000004 0.10000000000000002 0.086750000000000022 -0.085574999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 8 -5
right_child=-2 3 -4 5 -6 -7 -8 -9 -10
leaf_value=0.0073358077487569772 0.0034857616677063659 -0.00061834437784208179 -0.0018518573097697972 0.0010987349068990596 -0.0093444303799489637 0.0047923963802115211 -0.005741960870950618 0.0063113147660436089 -0.00049540377943855553
leaf_weight=53 87 49 60 783 47 52 81 50 2503
leaf_count=53 87 49 60 783 47 52 81 50 2503
internal_value=0 -0.00012828 0.00245016 -0.000210239 -0.00489902 -8.02471e-05 -0.000154639 -1.87299e-05 -0.000115297
internal_weight=0 3678 113 3565 96 3469 3417 3336 3286
internal_count=3765 3678 113 3565 96 3469 3417 3336 3286
is_linear=0
shrinkage=0.0995203


Tree=1519
num_leaves=8
num_cat=0
split_feature=7 35 4 29 0 25 4
split_gain=0.0908886 0.0862019 0.231527 0.103658 0.167449 0.146146 0.134482
threshold=0.086645000000000028 0.004000000000000001 0.15437000000000003 0.10207000000000002 0.16362500000000005 0.096120000000000025 0.13699000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00013902733355987613 0.0031388583073913832 -0.0043968911742931546 0.0068781643618350151 -0.0038134123244377284 0.0057634445598314177 0.0048871290341506723 -0.0041952771083323811
leaf_weight=3323 87 46 47 75 48 56 83
leaf_count=3323 87 46 47 75 48 56 83
internal_value=0 -0.000115514 -6.1064e-05 -0.000152267 -7.38041e-05 -0.000154973 -0.000238114
internal_weight=0 3678 3632 3585 3510 3462 3406
internal_count=3765 3678 3632 3585 3510 3462 3406
is_linear=0
shrinkage=0.0995203


Tree=1520
num_leaves=23
num_cat=0
split_feature=18 18 20 23 17 9 3 3 4 4 4 7 27 3 17 9 20 17 17 26 9 17
split_gain=0.243162 0.372807 0.300177 0.174056 0.169082 0.54061 0.409653 0.482825 0.336683 0.175496 0.214738 0.361348 0.502207 0.218792 0.981592 0.204178 0.153949 0.444744 0.284999 0.665138 0.241708 0.12432
threshold=0.09679500000000002 0.10085500000000001 -0.10892 1.0000000180025095e-35 0.026115000000000006 0.10312000000000003 0.083815000000000014 0.085965000000000028 0.079355000000000023 0.14123000000000005 0.11509500000000002 0.018455000000000003 0.085910000000000028 0.083955000000000016 -0.012064999999999999 -0.096659999999999982 -0.055879999999999992 0.26430000000000003 0.059130000000000009 0.086760000000000018 0.092465000000000033 0.016900000000000005
decision_type=2 2 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 -6 -8 -9 10 13 12 -12 14 -1 -15 17 -4 19 -18 -20 -21
right_child=1 2 16 -5 5 -7 7 8 -10 -11 11 -13 -14 15 -16 -17 18 -19 20 21 -22 -23
leaf_value=-0.0004661094849350552 -0.0094613737922674204 -0.007624154614092494 0.0095165443278270225 -0.0056110020607361066 0.009373485567211938 0.012254111994897961 -0.0092817201530751587 0.0022879020649661992 -0.0050498205643045692 0.0051542819917191887 -0.012581123145644533 0.004195804639870071 -0.0002565763452305797 -0.0060704778626642624 0.015074649746504312 0.00013509937579346759 -0.011988450483187267 -0.003020752182732719 -0.0017739068122106308 0.002145350717846199 0.0063190133521120271 -0.0037144225795520164
leaf_weight=167 56 59 55 46 55 47 47 441 72 68 61 47 71 54 53 1905 63 57 72 103 74 55
leaf_count=167 56 59 55 46 55 47 47 441 72 68 61 47 71 54 53 1905 63 57 72 103 74 55
internal_value=0 -0.00173196 -0.000925885 0.000464072 0.000554833 0.00196469 0.00117701 0.000370534 0.00125645 0.000169779 2.56891e-05 -0.0032875 -0.00595822 0.000298236 0.00327408 -3.55401e-05 -9.9127e-05 0.00312865 -0.0010864 -0.00334206 0.00232238 0.000100375
internal_weight=0 594 538 3134 3088 662 615 560 513 2426 2358 179 132 2179 220 1959 479 112 367 221 146 158
internal_count=3728 594 538 3134 3088 662 615 560 513 2426 2358 179 132 2179 220 1959 479 112 367 221 146 158
is_linear=0
shrinkage=0.0995203


Tree=1521
num_leaves=22
num_cat=0
split_feature=18 3 18 8 17 3 18 18 8 18 4 3 1 1 7 11 11 3 3 6 8
split_gain=0.197223 0.327714 0.304024 0.242127 0.607868 0.609932 0.239892 0.213127 0.171214 0.305392 0.279232 0.349216 0.270182 0.605107 0.204511 0.230709 0.196865 0.285377 0.17103 0.169073 0.151441
threshold=0.09679500000000002 0.08544000000000003 0.10085500000000001 -0.06520999999999999 0.077740000000000017 0.11868500000000003 0.11207000000000002 0.23251500000000005 -0.09547499999999999 0.093865000000000018 0.13980000000000004 0.11387500000000002 -0.007069999999999999 -0.080954999999999985 -0.040094999999999999 -0.086319999999999994 -0.075149999999999981 0.083815000000000014 0.088685000000000028 -0.043894999999999997 -0.072559999999999999
decision_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 -3 6 5 -5 -4 20 10 14 11 12 13 -1 -10 -16 -17 -18 -14 -13 -8
right_child=1 2 3 4 -6 -7 7 -9 9 -11 -12 19 18 -15 15 16 17 -19 -20 -21 -22
leaf_value=0.0014256286375085804 -0.0093574453852173969 -0.0084210898884325425 0.0074385786232298665 -0.013450004495491601 0.0034716264388906641 0.0012347313425458619 -0.0032794688651325704 0.0055262262748780929 -0.0060117328809377495 0.0085755361688675744 0.0047024657767913876 -0.0107163391213778 -0.0015447027779943816 -0.012610442791007479 0.0062771843714957446 -0.0055950206021477362 0.0046629181596776568 0.00036740877298328735 0.0062509050997609679 -0.0027459198533139463 0.0031431245236628164
leaf_weight=86 49 48 58 69 88 47 126 58 46 48 62 61 47 47 71 51 164 2336 68 47 51
leaf_count=86 49 48 58 69 88 47 126 58 46 48 62 61 47 47 71 51 164 2336 68 47 51
internal_value=0 -0.00155987 -0.000857296 -0.000125141 -0.00275921 -0.0074931 0.00170602 0.000287692 0.000417861 0.000706636 -0.00145653 -0.00253146 -0.000471 -0.00352833 0.00056476 0.000680449 0.000524359 0.000649522 0.00305776 -0.00725531 -0.00142427
internal_weight=0 594 545 497 204 116 293 235 3134 2716 418 356 248 133 2668 2622 2551 2500 115 108 177
internal_count=3728 594 545 497 204 116 293 235 3134 2716 418 356 248 133 2668 2622 2551 2500 115 108 177
is_linear=0
shrinkage=0.0995203


Tree=1522
num_leaves=28
num_cat=0
split_feature=18 5 6 5 2 4 26 26 8 21 6 6 17 6 2 2 1 1 26 17 26 38 8 4 17 18 8
split_gain=0.172931 0.356019 0.251406 0.463422 0.410307 0.801031 0.250909 0.334733 0.385802 0.333452 0.205333 0.417982 0.741186 0.411306 0.642323 0.359484 0.220236 0.314977 0.577255 0.396211 0.282067 0.19944 0.2859 0.431529 0.212007 0.116112 0.0158006
threshold=0.088735000000000022 0.23932500000000004 -0.092434999999999989 -0.11930499999999999 -0.018864999999999996 0.11644500000000003 0.086760000000000018 0.11538500000000003 -0.069444999999999993 0.087410000000000029 0.085845000000000019 0.087670000000000012 -0.016659999999999998 0.041585000000000011 -0.084869999999999987 -0.051635 -0.053299999999999993 -0.082344999999999988 0.089485000000000023 -0.13530499999999998 0.090385000000000021 -0.076799999999999993 -0.44475499999999996 0.14123000000000005 0.07134500000000002 0.10698500000000001 -0.52017999999999998
decision_type=2 2 2 2 2 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 -2 6 -6 9 8 -8 -4 13 12 -12 21 -15 16 17 19 -19 -13 -18 -1 26 24 -24 -9 -23
right_child=1 -3 4 -5 5 -7 7 25 -10 -11 11 15 -14 14 -16 -17 20 18 -20 -21 -22 22 23 -25 -26 -27 -28
leaf_value=0.0053042281943446934 -0.0032190987685015147 -0.0094919131985401785 0.0082571640798287087 0.0088996719673229766 -0.012254779321275755 0.003324494715908156 -0.0017202993249964137 0.0064688129475900099 -0.011804006339555695 -0.0025020832278789457 -0.00026502601977181452 0.0038307863091356967 0.014705944058593259 0.001621995003925841 -0.010547119513617403 0.0078115877853824891 -0.0096910717715690056 0.012910263696010784 0.00082079755786538242 -0.0032612971360624033 0.0012006505200104478 -0.0039235089940901765 -0.00027272023615067481 0.0097259015951524311 0.0031247509312573585 0.00049845669294513333 -0.0066028954834976552
leaf_weight=77 57 48 70 69 85 53 207 47 46 48 68 116 63 82 90 66 48 53 150 238 46 46 1449 48 208 104 46
leaf_count=77 57 48 70 69 85 53 207 47 46 48 68 116 63 82 90 66 48 53 150 238 46 46 1449 48 208 104 46
internal_value=0 -0.00117002 -0.000660766 0.00341087 -0.00143932 -0.0062655 -0.000161863 -0.00134256 -0.00355694 0.00387358 0.000456411 0.00175856 0.00692851 -8.28875e-05 -0.00474081 0.000812841 0.000102033 0.000855234 0.0039812 -0.000935025 -0.00435237 0.00034419 0.000131201 0.000423238 0.000153264 0.0023622 -0.0052721
internal_weight=0 834 786 126 660 138 522 404 253 118 2894 848 131 2046 172 717 651 557 203 354 94 1874 1797 1705 1657 151 92
internal_count=3728 834 786 126 660 138 522 404 253 118 2894 848 131 2046 172 717 651 557 203 354 94 1874 1797 1705 1657 151 92
is_linear=0
shrinkage=0.0995203


Tree=1523
num_leaves=19
num_cat=0
split_feature=20 17 8 8 21 20 21 2 0 0 0 27 17 0 9 17 0 8
split_gain=0.154507 0.311625 0.128882 0.316603 0.39493 0.724375 0.190313 0.930605 0.275768 0.196034 0.194854 0.171554 0.158367 0.270019 0.229004 0.461374 0.304839 0.0639349
threshold=-0.16295499999999999 -0.088525000000000006 -0.087444999999999995 -0.086914999999999992 -0.084574999999999997 -0.066104999999999983 -0.014264999999999998 -0.083204999999999987 -0.083275000000000002 0.16362500000000005 -0.17809 0.10069500000000002 0.24923500000000007 -0.15758999999999998 0.084485000000000018 -0.015100000000000001 -0.13417999999999999 -0.11187999999999999
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 -5 7 -6 -9 10 -8 12 13 -2 16 -16 -15 -14
right_child=2 -3 3 4 6 -7 9 8 -10 -11 -12 -13 17 14 15 -17 -18 -19
leaf_value=-0.0093566635547105113 -0.0086951137610741681 0.00054222591492330597 0.0074826847242980294 0.0012871010340553693 0.011720998082090563 -0.014971533915662484 0.0041593978019599633 -0.007162149460803474 0.0031881973038559268 0.0068406176033111738 5.1893388797401086e-05 0.0049582845144433467 0.0054261687309374159 0.005576844694400708 0.0017056877830189578 -0.0055181710041121053 -0.00093085104829834168 0.00024166153603622509
leaf_weight=51 49 82 64 66 81 46 121 57 46 46 2102 49 46 93 139 236 305 49
leaf_count=51 49 82 64 66 81 46 121 57 46 46 2102 49 46 93 139 236 305 49
internal_value=0 -0.00324744 0.000206618 0.000568001 0.000395152 -0.00538325 0.000659318 0.00373813 -0.00253172 0.000409287 0.000275837 -0.00077605 -0.00108336 -0.00152862 -0.00107328 -0.00283834 0.000587735 0.00276067
internal_weight=0 133 3595 2629 2565 112 2453 184 103 2269 2223 966 917 822 773 375 398 95
internal_count=3728 133 3595 2629 2565 112 2453 184 103 2269 2223 966 917 822 773 375 398 95
is_linear=0
shrinkage=0.0995203


Tree=1524
num_leaves=17
num_cat=0
split_feature=30 7 20 0 1 1 1 0 0 5 5 8 20 8 5 4
split_gain=0.191529 0.312694 0.14947 0.298078 0.88007 0.337314 0.475912 0.430928 0.40863 0.2217 0.382435 0.423169 0.186358 0.5995 0.133199 0.132454
threshold=0.10801000000000002 0.097640000000000018 -0.079864999999999992 -0.13955999999999999 -0.0027699999999999995 0.0033150000000000007 0.066150000000000028 -0.092474999999999988 -0.085754999999999984 -0.54382499999999989 -0.50544999999999984 -0.070134999999999989 -0.072005 -0.073644999999999988 -0.42170999999999997 0.13554500000000005
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 -7 -5 -9 -4 11 -11 13 -12 -14 -2
right_child=15 -3 9 5 -6 6 -8 8 -10 10 12 -13 14 -15 -16 -17
leaf_value=-0.016020395631795005 0.0081796810442705797 -0.007428499420560797 0.0061118037399491348 0.0093249516418362002 0.0018796756130504545 -0.0095203979043919536 0.0008531979304616399 -0.0057627663418255157 0.0014863168208350556 0.00074329457621693932 -0.0010916834705077423 -0.012005541528589155 0.0029706395883886787 0.0090542887406862733 -8.2093062477613376e-05 0.00076003392993091376
leaf_weight=49 46 58 63 53 61 86 89 100 335 50 142 53 151 97 2260 50
leaf_count=49 46 58 63 53 61 86 89 100 335 50 142 53 151 97 2260 50
internal_value=0 -0.000179412 -6.2035e-05 -0.00128805 -0.00608655 -0.00049068 -0.00424001 0.000852177 -0.000178258 0.000274218 0.000140333 -0.00580884 0.000371874 0.00302271 0.000108759 0.00432381
internal_weight=0 3647 3589 773 110 663 175 488 435 2816 2753 103 2650 239 2411 96
internal_count=3743 3647 3589 773 110 663 175 488 435 2816 2753 103 2650 239 2411 96
is_linear=0
shrinkage=0.0995203


Tree=1525
num_leaves=25
num_cat=0
split_feature=6 6 0 18 6 0 0 20 26 3 4 4 8 17 21 30 3 5 5 20 3 3 5 0
split_gain=0.164126 0.377337 0.306823 0.544389 0.617618 0.351748 0.31163 0.309453 0.476815 0.402138 0.293711 0.306665 0.452052 0.242323 0.204909 0.174793 0.264803 0.191837 0.334756 0.544659 0.281369 0.245445 0.175984 0.174671
threshold=-0.083069999999999991 -0.086254999999999984 -0.14075499999999999 -0.065634999999999985 1.0000000180025095e-35 -0.088484999999999994 -0.087184999999999999 -0.097019999999999995 0.081750000000000031 0.088845000000000021 0.13584500000000002 0.10606500000000003 -0.01187 -0.0092949999999999994 -0.085574999999999998 0.10801000000000002 0.14823500000000003 -0.15086999999999998 -0.095169999999999991 -0.077154999999999987 0.12323500000000003 0.10134000000000003 -0.41880499999999998 -0.091935000000000003
decision_type=2 2 2 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 3 -2 -5 7 13 -4 -9 23 11 14 -13 -7 -8 16 17 20 19 -19 22 -20 -1 -10
right_child=2 -3 5 4 -6 6 10 8 9 -11 -12 12 -14 -15 -16 -17 -18 18 21 -21 -22 -23 -24 -25
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leaf_weight=203 50 50 51 67 85 47 72 71 49 65 46 59 56 47 1821 65 54 63 350 86 69 98 72 47
leaf_count=203 50 50 51 67 85 47 72 71 49 65 46 59 56 47 1821 65 54 63 350 86 69 98 72 47
internal_value=0 -0.00107243 0.000370384 0.00409734 0.0070627 6.03624e-05 0.000495214 -0.00323731 -0.00478184 -0.00177971 0.000238364 5.78306e-05 -0.00493154 0.00609895 0.000361368 -0.000673083 -0.00100039 -0.000610522 0.00046696 0.0045542 -0.00248283 -0.000890585 -0.00390987 0.00230638
internal_weight=0 1110 2633 202 152 2431 2148 283 232 161 2054 2008 115 94 1893 1060 995 941 597 149 344 448 275 96
internal_count=3743 1110 2633 202 152 2431 2148 283 232 161 2054 2008 115 94 1893 1060 995 941 597 149 344 448 275 96
is_linear=0
shrinkage=0.0995203


Tree=1526
num_leaves=17
num_cat=0
split_feature=26 26 30 6 8 1 6 5 3 6 1 1 27 27 26 4
split_gain=0.173615 0.166358 0.131603 0.144254 0.2607 0.295654 0.432188 0.284392 0.243206 0.211339 0.37873 0.244189 0.214359 0.215102 0.152764 0.109857
threshold=0.51432000000000022 0.40795000000000009 0.10801000000000002 -0.082304999999999989 -0.085089999999999985 -0.020614999999999998 -0.086849999999999997 -0.44524499999999995 0.090295000000000028 -0.055679999999999993 0.060860000000000011 0.031740000000000011 0.091395000000000018 -0.038765000000000001 0.08358500000000002 0.13554500000000005
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 -6 -7 14 -9 10 11 -5 13 -11 -1 -4
right_child=-2 -3 15 9 5 6 -8 8 -10 12 -12 -13 -14 -15 -16 -17
leaf_value=-0.008226417752775432 -0.0061278733149830516 0.0059715591842971257 0.0071026653652865894 0.0032246850564517961 0.0041801218818235033 -0.0023840711472584977 -0.012306170640057977 -0.00055705048585072295 0.0047105567127213076 -0.0064852655905744509 0.010832973330596561 -0.0043765542111841851 -0.0060768166892678247 0.00024973312295737017 -0.00043785039000205072 0.00024264851674764469
leaf_weight=46 46 46 46 150 58 468 48 178 169 48 49 58 57 2174 55 47
leaf_count=46 46 46 46 150 58 468 48 178 169 48 49 58 57 2174 55 47
internal_value=0 2.39017e-05 -5.08104e-05 -0.000147632 -0.00114599 -0.00255051 -0.00330864 0.000651732 0.00200608 0.00025438 0.00295984 0.00110117 -5.03519e-05 0.000103874 -0.00399323 0.00364458
internal_weight=0 3697 3651 3558 1022 574 516 448 347 2536 257 208 2279 2222 101 93
internal_count=3743 3697 3651 3558 1022 574 516 448 347 2536 257 208 2279 2222 101 93
is_linear=0
shrinkage=0.0995203


Tree=1527
num_leaves=13
num_cat=0
split_feature=26 26 9 6 20 8 20 8 26 0 29 1
split_gain=0.140778 0.134894 0.119368 0.378938 0.107114 0.221107 0.117475 0.313018 0.682788 0.246775 0.132306 0.153779
threshold=0.51432000000000022 0.40795000000000009 -0.22988499999999998 -0.25061999999999995 -0.23803499999999997 -0.011315 -0.086134999999999989 -0.01187 -0.09071499999999999 -0.084894999999999984 0.0035350000000000004 -0.50388999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 9 -9 -6 11 -8
right_child=-2 -3 4 -5 6 -7 10 8 -10 -11 -12 -13
leaf_value=-0.0025675092000868342 -0.0055180265476035429 0.0053772685772859345 -0.0017062070578397052 0.0099391889097036785 -0.001421669638102752 0.0077390681572793328 0.0035816670546967777 0.00083931728933752813 -0.011798726440347474 0.0066240985733729994 -0.0038394008531712487 -6.8507626962063686e-05
leaf_weight=50 46 46 48 46 131 50 119 91 79 53 88 2896
leaf_count=50 46 46 48 46 131 50 119 91 79 53 88 2896
internal_value=0 2.1501e-05 -4.57538e-05 0.00341676 -0.000139487 0.00310446 -0.000231684 -0.00194933 -0.00502884 0.000891413 -3.54647e-05 7.52908e-05
internal_weight=0 3697 3651 96 3555 98 3457 354 170 184 3103 3015
internal_count=3743 3697 3651 96 3555 98 3457 354 170 184 3103 3015
is_linear=0
shrinkage=0.0995203


Tree=1528
num_leaves=9
num_cat=0
split_feature=35 0 20 0 20 20 5 21
split_gain=0.221798 0.0926884 0.108806 0.216542 0.160153 0.251048 0.151322 0.116265
threshold=0.004000000000000001 -0.26289499999999993 0.13407000000000005 -0.23058999999999999 -0.23803499999999997 -0.15615999999999999 -0.066919999999999993 0.10584500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -4 -7
right_child=-2 2 6 4 5 7 -8 -9
leaf_value=0.0044181346888770021 -0.0069012889815335222 -0.0060060566130343855 0.0062197937416592882 0.0040710701099839477 -0.0071121449687279042 0.00013164911342191364 -0.00098445809328991845 -0.0017512951764846029
leaf_weight=46 47 62 63 90 51 2945 53 365
leaf_count=46 47 62 63 90 51 2945 53 365
internal_value=0 -2.08139e-05 -7.73062e-05 -0.000176549 -7.15795e-05 -0.000182754 0.00292114 -7.57394e-05
internal_weight=0 3675 3629 3513 3451 3361 116 3310
internal_count=3722 3675 3629 3513 3451 3361 116 3310
is_linear=0
shrinkage=0.0995203


Tree=1529
num_leaves=9
num_cat=0
split_feature=35 7 36 12 26 0 1 1
split_gain=0.179848 0.118307 0.125046 0.253631 0.0962032 0.107174 0.330763 0.284867
threshold=0.004000000000000001 -0.073114999999999999 0.090760000000000021 -0.008564999999999998 -0.396395 0.12433000000000002 -0.49837999999999999 -0.49056499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -7
right_child=-2 2 -4 4 5 7 -8 -9
leaf_value=0.003718753845189176 -0.0062144714362512175 0.0072268428918577802 -0.0050974208961889391 0.0038171896442316311 -0.0053075571608620729 0.0071428567538926882 -0.00010859329998519404 -0.0027853245231345839
leaf_weight=82 47 47 49 60 126 65 3195 51
leaf_count=82 47 47 49 60 126 65 3195 51
internal_value=0 -1.87204e-05 -0.000104245 -3.49779e-05 -0.000132812 -0.000202005 -0.000306091 0.00277082
internal_weight=0 3675 3593 3544 3497 3437 3321 116
internal_count=3722 3675 3593 3544 3497 3437 3321 116
is_linear=0
shrinkage=0.0995203


Tree=1530
num_leaves=11
num_cat=0
split_feature=35 7 8 9 3 3 8 8 29 5
split_gain=0.145832 0.0959312 0.131971 0.148197 0.119333 0.435815 0.22376 0.214629 0.178964 0.122124
threshold=0.004000000000000001 -0.073114999999999999 -0.51030999999999993 -0.20504500000000001 0.10583000000000002 0.10457000000000002 -0.071594999999999992 -0.067719999999999989 -0.078484999999999985 0.40898000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 9 8 -8 -6 -5
right_child=-2 2 3 4 6 -7 7 -9 -10 -11
leaf_value=0.0033486631760977141 -0.0055960062989165284 0.004384395026780257 -0.0051214618126821099 -4.7332727307681237e-05 0.0014556653409045432 0.0090127332554134493 0.0065325799488499129 -0.00044391638718596627 -0.0042029182633910199 0.0045722365981840738
leaf_weight=82 47 64 59 2480 69 55 48 484 276 58
leaf_count=82 47 64 59 2480 69 55 48 484 276 58
internal_value=0 -1.68351e-05 -9.38709e-05 -0.000175318 -9.09837e-05 0.00024817 -0.00109468 0.000184004 -0.00306883 5.79142e-05
internal_weight=0 3675 3593 3529 3470 2593 877 532 345 2538
internal_count=3722 3675 3593 3529 3470 2593 877 532 345 2538
is_linear=0
shrinkage=0.0995203


Tree=1531
num_leaves=11
num_cat=0
split_feature=35 1 12 36 3 17 18 24 6 27
split_gain=0.118252 0.09093 0.211681 0.164615 0.167713 0.377476 0.270949 0.201566 0.149405 0.121307
threshold=0.004000000000000001 0.50996500000000011 0.087445000000000023 0.086430000000000021 0.083725000000000022 -0.016209999999999999 -0.010029999999999999 0.09407500000000002 -0.242115 0.091025000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -6 -3
right_child=-2 9 -4 -5 7 -7 -8 -9 -10 -11
leaf_value=-0.0062996452147742335 -0.0050390905517957614 0.0046868032280931345 -0.0066802557019223358 -0.0054777318594915149 -0.0052969673080745534 0.0082274792421446145 0.0040109939117006161 0.0061663162369805791 -0.00011034039184710371 -0.0011710561659355374
leaf_weight=49 47 90 48 54 56 78 52 50 3141 57
leaf_count=49 47 90 48 54 56 78 52 50 3141 57
internal_value=0 -1.50932e-05 -0.000116363 -2.55915e-05 6.01053e-05 0.00302588 -0.000983093 -0.000103139 -0.000201448 0.00240982
internal_weight=0 3675 3528 3480 3426 179 101 3247 3197 147
internal_count=3722 3675 3528 3480 3426 179 101 3247 3197 147
is_linear=0
shrinkage=0.0995203


Tree=1532
num_leaves=17
num_cat=0
split_feature=10 17 23 9 5 6 4 4 2 20 26 5 9 2 2 9
split_gain=0.106686 0.190996 0.153576 0.131463 0.0997156 0.249846 0.398476 0.469603 0.458805 0.226523 0.592628 0.190002 0.270477 0.180949 0.862584 0.162783
threshold=0.087275000000000019 -0.067015000000000005 1.0000000180025095e-35 -0.22988499999999998 0.054660000000000007 -0.047974999999999997 0.08167000000000002 0.089610000000000009 -0.11700999999999999 -0.083495 0.088605000000000017 0.022285000000000003 0.090465000000000031 -0.085599999999999996 -0.086050000000000001 0.11296000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 11 9 8 -8 -7 -6 -11 13 -13 14 -5 -15
right_child=1 -3 -4 4 5 6 7 -9 -10 10 -12 12 -14 15 -16 -17
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leaf_weight=85 56 79 65 519 48 46 55 146 314 72 159 52 47 1802 47 155
leaf_count=85 56 79 65 519 48 46 55 146 314 72 159 52 47 1802 47 155
internal_value=0 0.00270981 -0.0001396 -5.15204e-05 -0.000146684 -0.00109045 -0.00230138 0.0012451 -0.00428378 0.00134152 0.00263646 0.000155353 0.00443213 -1.21391e-05 -0.00157963 0.00044079
internal_weight=0 135 3612 3547 3462 840 561 201 360 279 231 2622 99 2523 566 1957
internal_count=3747 135 3612 3547 3462 840 561 201 360 279 231 2622 99 2523 566 1957
is_linear=0
shrinkage=0.0995203


Tree=1533
num_leaves=11
num_cat=0
split_feature=2 8 11 27 12 1 1 1 1 2
split_gain=0.102304 0.229526 0.109583 0.219826 0.177205 0.125298 0.36162 0.152407 0.232249 0.136034
threshold=-0.23128999999999997 0.096835000000000018 -0.11166 0.095050000000000023 -0.072134999999999991 -0.49837999999999999 -0.37983499999999998 -0.17548999999999998 -0.14482999999999999 0.096520000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 9 -7 -8 -9 -6
right_child=2 -3 4 -5 5 6 7 8 -10 -11
leaf_value=-0.0023923479020818215 0.0067098712809903344 0.0068140923086949272 -0.0061051458163241196 -0.0021081594592649109 -0.005901377099814485 0.0083849533966939716 -0.0052441278208754123 0.0050496292883073892 -0.0001923825180730128 0.00031438378282281504
leaf_weight=46 65 64 50 49 76 50 57 86 3140 64
leaf_count=46 65 64 50 49 76 50 57 86 3140 64
internal_value=0 0.00295668 -0.000123805 0.00291248 -0.000222288 -0.000137358 -1.45999e-05 -0.000142774 -5.2385e-05 -0.00305404
internal_weight=0 110 3637 114 3523 3473 3333 3283 3226 140
internal_count=3747 110 3637 114 3523 3473 3333 3283 3226 140
is_linear=0
shrinkage=0.0995203


Tree=1534
num_leaves=14
num_cat=0
split_feature=2 8 24 8 9 9 8 4 10 2 17 2 4
split_gain=0.0829108 0.186158 0.0978456 0.128272 0.312398 0.220156 0.227214 0.22487 0.358289 0.312186 0.178808 0.124763 0.191121
threshold=-0.23128999999999997 0.096835000000000018 0.10636500000000003 -0.092299999999999993 -0.093949999999999992 -0.22988499999999998 -0.094869999999999996 0.077430000000000013 0.077165000000000025 -0.080744999999999997 -0.55380499999999999 0.11804000000000002 0.08858000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 7 9 -9 -7 -6 12 -12
right_child=2 -3 -4 4 10 6 -8 8 -10 -11 11 -13 -14
leaf_value=-0.0021542612284824038 0.0060086306433305859 0.0061359524313653671 -0.0046724687549618308 -0.0065853543708668683 -0.0055839079729789552 0.0062540690209411933 0.0051485789401886995 -0.005735023046386456 0.002203747798823247 -0.0011786586200206333 -0.00026847817262592782 -0.0039726289375274747 0.002141666129040281
leaf_weight=46 83 64 46 77 59 94 88 140 94 138 2362 78 378
leaf_count=46 83 64 46 77 59 94 88 140 94 138 2362 78 378
internal_value=0 0.00266169 -0.000111484 -5.28309e-05 -0.000329256 0.00122777 0.000510021 -0.000364173 -0.00254245 0.00182935 -0.000161533 -4.7715e-05 6.37174e-05
internal_weight=0 110 3637 3591 2954 637 554 466 234 232 2877 2818 2740
internal_count=3747 110 3637 3591 2954 637 554 466 234 232 2877 2818 2740
is_linear=0
shrinkage=0.0995203


Tree=1535
num_leaves=24
num_cat=0
split_feature=0 0 0 0 2 17 17 9 0 17 5 17 9 6 9 22 20 5 9 9 3 3 3
split_gain=0.0862789 0.623769 0.3917 0.342386 0.342137 0.243865 0.606757 0.553405 0.40571 0.343491 0.642962 0.381579 0.263073 0.241716 0.21467 0.173704 0.267128 0.24858 0.182239 0.690889 0.524765 0.422813 0.273431
threshold=-0.083589999999999984 -0.084474999999999995 -0.08317999999999999 -0.085349999999999995 -0.087075 0.11639500000000001 0.07134500000000002 0.084115000000000009 -0.15137999999999999 0.016900000000000005 -0.15490499999999999 0.0021900000000000005 0.08846500000000003 0.086520000000000027 0.091310000000000016 0.080525000000000027 -0.23598 0.037395000000000005 0.091885000000000022 0.091310000000000016 0.090595000000000023 0.092395000000000019 0.16149500000000003
decision_type=2 2 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 -5 6 9 8 -7 11 -11 -1 -9 -3 -14 16 -4 -17 19 22 -20 -22 -18
right_child=2 13 15 4 -6 7 -8 12 -10 10 -12 -13 14 -15 -16 17 18 -19 20 -21 21 -23 -24
leaf_value=0.00059290982864988327 -0.0093707195836845742 0.0036738036375950529 -0.0076612423753392384 0.00117861697924856 -0.009682810984284116 -0.0025908414085331673 0.010733469500150975 0.0066820335133819979 -0.014747171960195739 0.002390100904370202 -0.013429824444652566 0.0094820805796968378 -0.0057958579404735755 0.013323748904353861 0.0029975676397732995 -0.0013463811928128813 -0.00011661328855989056 0.0087215726283286568 0.010474046748616779 -0.012744037246559033 -0.008611993139313082 0.00076906857914678058 -0.0071932147747390558
leaf_weight=1112 48 59 50 49 69 65 60 59 47 54 48 50 57 46 53 47 804 50 52 49 51 710 58
leaf_count=1112 48 59 50 49 69 65 60 59 47 54 48 50 57 46 53 47 804 50 52 49 51 710 58
internal_value=0 0.00046216 -0.000493204 7.86042e-06 -0.00516562 0.000388726 0.000954305 -0.00227322 -0.00769947 0.000489456 -0.00504655 0.000976109 0.00131803 0.0079092 -0.00155158 -0.000265016 -0.000489653 0.00383485 -0.000281185 -0.00124814 0.000801325 0.000139301 -0.000593715
internal_weight=0 1828 1919 1723 118 1605 1324 281 112 1264 102 1162 169 105 110 1871 1774 97 1724 911 813 761 862
internal_count=3747 1828 1919 1723 118 1605 1324 281 112 1264 102 1162 169 105 110 1871 1774 97 1724 911 813 761 862
is_linear=0
shrinkage=0.0995203


Tree=1536
num_leaves=16
num_cat=0
split_feature=5 0 0 4 21 21 4 4 4 4 3 2 4 20 20
split_gain=0.192998 0.263595 0.317239 0.203148 0.181308 0.326677 0.216039 0.565538 0.368907 0.247139 0.219777 0.203127 0.170423 0.156354 0.204993
threshold=-0.27860999999999997 -0.23099 -0.22163999999999998 0.13584500000000002 0.11459000000000003 0.09266000000000002 0.10724500000000002 0.09044000000000002 0.11670500000000002 0.12719000000000005 0.093835000000000016 -0.032624999999999994 0.11995000000000003 -0.16295499999999999 -0.14765999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 12 5 6 7 10 -8 -10 -1 -11 13 -4 -15
right_child=1 2 3 -5 -6 -7 8 -9 9 11 -12 -13 -14 14 -16
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leaf_weight=48 49 52 70 61 65 61 53 48 48 48 71 112 66 52 2811
leaf_count=48 49 52 70 61 65 61 53 48 48 48 71 112 66 52 2811
internal_value=0 0.000409559 0.000295248 0.000426488 -0.00160407 -0.00226147 -0.00128815 0.00150379 -0.0030777 -0.00118459 -0.00216866 -0.00306671 0.000310553 0.000423348 0.00053722
internal_weight=0 3161 3112 3060 554 489 428 167 261 208 119 160 2999 2933 2863
internal_count=3715 3161 3112 3060 554 489 428 167 261 208 119 160 2999 2933 2863
is_linear=0
shrinkage=0.0995203


Tree=1537
num_leaves=21
num_cat=0
split_feature=1 21 1 2 2 8 8 0 0 3 6 3 3 5 0 3 3 21 1 1
split_gain=0.20831 0.31662 0.310576 0.248654 0.343225 0.322952 0.288691 0.228825 0.261174 0.220762 0.195113 0.111572 0.258876 0.398992 0.285216 0.499695 0.283514 0.231164 0.207775 0.422843
threshold=0.10055500000000002 0.11459000000000003 0.15756500000000004 -0.00070500000000000001 0.11241000000000002 -0.097604999999999997 -0.0066399999999999992 -0.23099 -0.22163999999999998 0.11225500000000002 -0.45687499999999998 0.095135000000000011 0.09697500000000002 0.058505000000000008 -0.071340000000000001 0.10426500000000002 0.09940000000000003 -0.087465000000000001 0.05309500000000001 0.007210000000000002
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 -2 5 -5 -4 9 -1 -9 -7 -6 17 13 -13 16 -16 -14 -10 19 -19
right_child=1 -3 3 4 10 6 -8 8 11 -11 -12 12 14 -15 15 -17 -18 18 -20 -21
leaf_value=0.0070401146143220699 -0.0094179587034683154 0.004202968891523046 -0.0065227960001299698 -0.011738033527196644 0.0026216969873176796 0.001499579764130309 -0.0034881016232459509 -0.0066742931907603073 -0.0053189645809949568 0.0092822393274878626 -0.0050919137668995109 0.00098376311113260086 -0.0027223225889681981 0.012895857284696994 -0.0075569783472545999 0.0005747040940496912 0.0042859072968007283 0.00026939370032943132 0.006074260238052305 -0.0093964247296161527
leaf_weight=51 57 81 57 48 55 106 70 52 78 55 79 71 71 46 88 500 291 1755 58 46
leaf_count=51 57 81 57 48 55 106 70 52 78 55 79 71 71 46 88 500 291 1755 58 46
internal_value=0 -0.00158613 -0.00247747 -0.001634 -0.0045137 0.000182964 0.00184118 0.000428094 0.000317481 0.00416334 -0.00191977 0.000438783 0.00125598 0.00567415 0.000710982 -0.000640891 0.0029091 -1.09466e-05 0.000211327 2.20607e-05
internal_weight=0 608 527 470 182 288 231 3107 3056 161 134 3004 1067 117 950 588 362 1937 1859 1801
internal_count=3715 608 527 470 182 288 231 3107 3056 161 134 3004 1067 117 950 588 362 1937 1859 1801
is_linear=0
shrinkage=0.0995203


Tree=1538
num_leaves=20
num_cat=0
split_feature=1 6 6 1 12 3 8 1 1 6 6 8 8 5 1 3 6 3 3
split_gain=0.168918 0.226791 0.234748 0.202027 0.1976 0.183804 0.393842 0.517027 0.370591 0.165844 0.228753 0.20019 0.625248 0.500964 0.165048 0.275931 0.173421 0.277001 0.276532
threshold=0.10055500000000002 0.049085000000000011 -0.041195000000000002 0.078505000000000019 -0.0088449999999999987 0.083875000000000019 -0.085165000000000005 -0.085739999999999997 -0.085574999999999998 -0.10032499999999998 -0.12272499999999999 -0.11257499999999999 -0.44475499999999996 -0.42170999999999997 0.058455000000000014 0.10325000000000002 -0.015744999999999999 0.085965000000000028 0.08544000000000003
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 6 8 -8 -6 10 11 12 -2 -13 16 -16 17 -7 -18
right_child=1 -3 -4 -5 5 14 7 -9 -10 -11 -12 13 -14 -15 15 -17 18 -19 -20
leaf_value=0.0062530330404383392 -0.0058709095342029819 -0.0072931490849223899 0.0048159833970847473 0.0068615391324000734 -0.0037186697283827209 -0.0040191972641417297 -0.00099761258821894831 -0.014543905769298402 0.0073114823549771486 -0.005693281617439646 0.0048285528079146873 -0.0010031131811669058 0.0094853272215820895 -0.012307610208078723 0.0022892392225634254 -0.0076243391582745661 0.0030172073789827259 0.0022667739925167582 -0.00050514368016497382
leaf_weight=54 52 59 65 47 64 76 67 48 57 80 62 188 53 49 49 64 258 794 1529
leaf_count=54 52 59 65 47 64 76 67 48 57 80 62 188 53 49 49 64 258 794 1529
internal_value=0 -0.00142828 -0.000796497 0.000385516 0.00028578 0.000178312 -0.00248732 -0.00665884 0.00147059 -0.00155193 -0.000729834 -0.00173989 0.00187254 -0.00334379 0.000405715 -0.00331829 0.000564402 0.00171671 2.94142e-06
internal_weight=0 608 549 3107 3060 3006 236 115 121 484 404 342 105 237 2770 113 2657 870 1787
internal_count=3715 608 549 3107 3060 3006 236 115 121 484 404 342 105 237 2770 113 2657 870 1787
is_linear=0
shrinkage=0.0995203


Tree=1539
num_leaves=22
num_cat=0
split_feature=1 21 1 21 1 2 4 2 3 3 3 3 3 6 0 3 19 4 2 2 5
split_gain=0.136989 0.246162 0.249171 0.20062 0.296326 0.19237 0.271443 0.247812 0.246211 0.510543 0.133317 0.602687 0.243551 0.49697 0.20675 0.423571 0.235156 0.181719 0.626987 0.374366 0.110427
threshold=0.10055500000000002 0.11459000000000003 0.15756500000000004 0.14970000000000003 0.073820000000000011 -0.00070500000000000001 0.13179000000000005 -0.017704999999999995 0.12389500000000002 0.10807500000000002 0.096035000000000023 0.09697500000000002 0.094525000000000012 0.041585000000000011 -0.071340000000000001 0.10502000000000002 0.10977000000000002 0.085720000000000018 -0.0056449999999999998 0.084895000000000012 -0.52356999999999998
decision_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 10 7 20 8 9 -4 12 -12 17 -14 16 -16 -13 19 -19 -1 -7
right_child=1 -3 5 -5 -6 6 -8 -9 -10 -11 11 14 13 -15 15 -17 -18 18 -20 -21 -22
leaf_value=0.00013647637275601812 -0.0082889875437705783 0.0038179662290801944 0.00036027818097397767 -0.0049582199202732064 0.0077749960969210313 -0.0107146768170017 0.00038512150387771179 0.0065026477614148559 0.0052697145218630077 -0.011448642129752273 0.011433492556695376 0.0039817332679131148 -0.011908295347690313 0.002183127919790806 -0.0062249531582947654 0.00086198330648953848 -0.0020177993070761048 -0.0021689104464930995 0.0097686364313028917 -0.0070014826367931961 -0.0040629378418762067
leaf_weight=1711 57 81 139 69 54 49 82 52 48 49 55 269 50 49 105 408 85 97 79 76 51
leaf_count=1711 57 81 139 69 54 49 82 52 48 49 55 269 50 49 105 408 85 97 79 76 51
internal_value=0 -0.00128627 -0.00207234 0.000347123 0.000467889 -0.00131667 -0.00384972 0.000281242 -0.00108611 -0.00271323 0.000335382 0.00133024 -0.000109063 -0.00492549 0.000688378 -0.000586964 0.00253885 0.000133427 0.00318477 -0.000166639 -0.00733048
internal_weight=0 608 527 3107 3038 470 182 288 236 188 2984 922 2062 99 867 513 354 1963 176 1787 100
internal_count=3715 608 527 3107 3038 470 182 288 236 188 2984 922 2062 99 867 513 354 1963 176 1787 100
is_linear=0
shrinkage=0.0995203


Tree=1540
num_leaves=22
num_cat=0
split_feature=3 3 26 3 2 5 21 20 0 21 17 21 20 17 9 26 3 5 3 18 18
split_gain=0.110296 0.394829 0.371525 0.461256 0.404282 0.57854 0.353981 1.0508 0.334672 0.269098 0.536103 0.267813 0.313644 0.233122 0.599182 0.376802 0.22661 0.427891 0.237479 0.807668 0.205632
threshold=0.089810000000000015 0.090205000000000021 0.11215000000000001 0.088745000000000032 -0.082275000000000001 -0.013384999999999999 0.089785000000000018 -0.079559999999999992 -0.23177499999999998 0.085190000000000016 -0.017704999999999995 -0.080634999999999998 -0.014534999999999999 0.11639500000000001 0.084115000000000009 0.091275000000000023 0.091065000000000021 -0.080119999999999983 0.092835000000000015 -0.074709999999999985 -0.089929999999999996
decision_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 -6 9 -8 -3 13 -11 12 -10 15 -15 -1 17 -13 19 -18 -20
right_child=1 8 -4 4 5 -7 7 -9 11 10 -12 16 -14 14 -16 -17 18 -19 20 -21 -22
leaf_value=0.00089568590468783107 0.0083819803455139064 -0.0062965682191044401 0.0080798146842886807 -0.010418031727896897 -0.0088086434491980951 0.0068042125767621073 0.016455563759449308 -0.0020777842533101732 0.0014006851067582637 -0.0098094423465688169 0.0033937380823741547 0.0026149816887410405 0.011515324287659019 -0.01308372811040851 0.0025701504778578598 -0.0057599707031365365 0.013418687563787335 -0.0094661589076877675 -0.0020451976195886112 -0.00046902812638464317 0.00071859262298258901
leaf_weight=894 62 73 48 87 47 47 48 82 90 83 48 53 46 46 51 93 60 64 338 134 1262
leaf_count=894 62 73 48 87 47 47 48 82 90 83 48 53 46 46 51 93 60 64 338 134 1262
internal_value=0 0.000553271 -0.000539664 -0.000811325 -0.00552805 -0.000993507 -0.000175974 0.004759 0.000323932 -0.00070467 -0.00496539 0.000560432 0.00482784 -0.000189013 -0.0048449 0.000267728 0.000256306 -0.00398651 0.000533467 0.00382192 0.00013423
internal_weight=0 2182 1574 1526 181 94 1345 130 2120 1215 131 2047 136 1084 97 987 1911 117 1794 194 1600
internal_count=3756 2182 1574 1526 181 94 1345 130 2120 1215 131 2047 136 1084 97 987 1911 117 1794 194 1600
is_linear=0
shrinkage=0.0995203


Tree=1541
num_leaves=23
num_cat=0
split_feature=26 2 0 17 26 3 2 18 10 0 27 17 1 18 0 5 2 5 26 2 18 2
split_gain=0.0946461 0.163234 0.3055 0.159465 0.123247 0.121572 0.0986988 0.267227 0.388119 0.286282 0.309093 0.137362 0.194777 0.320484 0.282137 0.279347 0.182844 0.553246 0.328519 0.221772 0.784423 0.662177
threshold=-0.10954 -0.037414999999999997 -0.079564999999999983 -1.0000000180025095e-35 -0.230515 -0.15154999999999999 -0.10018999999999999 -1.0000000180025095e-35 0.077415000000000025 0.042275000000000014 0.07692000000000003 0.2590050000000001 0.0015850000000000003 0.11570500000000002 -0.096019999999999994 0.054660000000000007 -0.087245000000000003 -0.014739999999999998 0.085570000000000021 -0.086050000000000001 -0.025879999999999997 -0.085599999999999996
decision_type=2 2 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 -4 -2 7 8 -7 10 -9 16 13 15 -14 -13 17 -8 -19 20 -18 -21
right_child=5 -3 4 -5 -6 6 11 9 -10 -11 -12 12 14 -15 -16 -17 19 18 -20 21 -22 -23
leaf_value=-0.0065090403987480734 -0.0047407173188791576 0.0072706106464798777 0.00077166564562782707 0.00062939131787291731 0.00761559397777183 0.011914997814227727 -0.01129584402915673 -0.0032112892757626874 0.00079324803468733577 -0.006535283480246401 0.0068074330481721458 0.0043159195825334005 0.0003379193814475225 -0.0057798782057544816 0.010181672908562407 -0.0038485670001145076 -0.0025448006147451769 0.0040025733872933265 -0.0041663292296917663 -0.010613898534950886 0.011831072919781192 -0.00010479608023014378
leaf_weight=56 54 46 46 69 61 51 60 59 80 58 63 152 61 68 55 57 89 91 105 61 65 2249
leaf_count=56 54 46 46 69 61 51 60 59 80 58 63 152 61 68 55 57 89 91 105 61 65 2249
internal_value=0 0.00185272 0.00077495 -0.00256208 0.004681 -5.54039e-05 1.82493e-05 0.00170894 0.00512934 -0.000775802 0.0019556 -0.000150394 0.00158836 0.00015156 0.00501228 0.00208532 -0.000401919 -0.00293352 -0.000369448 -0.000138563 0.00351762 -0.000382664
internal_weight=0 278 232 125 107 3478 3424 311 131 180 122 3113 393 277 116 209 2720 256 196 2464 154 2310
internal_count=3756 278 232 125 107 3478 3424 311 131 180 122 3113 393 277 116 209 2720 256 196 2464 154 2310
is_linear=0
shrinkage=0.0995203


Tree=1542
num_leaves=19
num_cat=0
split_feature=3 3 0 21 2 8 1 0 3 2 0 21 2 3 5 3 18 3
split_gain=0.0830723 0.439088 0.238139 0.223493 0.43598 0.356179 0.222106 0.311319 0.182811 0.3651 0.267039 0.211585 0.191143 0.183535 0.340972 0.191616 0.710389 0.231547
threshold=0.089535000000000017 0.08920500000000002 -0.229625 -0.079684999999999992 -0.085209999999999994 0.053925000000000008 -0.36347499999999994 -0.073219999999999993 0.090205000000000021 -0.081915000000000002 -0.23177499999999998 -0.080634999999999998 -0.083204999999999987 0.091065000000000021 -0.080119999999999983 0.092900000000000024 -0.074709999999999985 0.094185000000000033
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 6 -5 -8 9 -2 -10 12 -12 14 -13 16 -15 -17
right_child=8 -3 3 5 -6 -7 7 -9 10 -11 11 13 -14 15 -16 17 -18 -19
leaf_value=0.0068664315477914538 0.010711346488633379 -0.0097575190813540789 -0.010498936010293914 -0.0060492130919508934 0.0016446577160294557 0.00676851194725184 -0.00058260864975957045 0.0055085379827048394 -0.0056571977150357139 -0.00070728574557990759 0.0081043583303140616 0.0022707920672760855 0.00062545953322996114 0.012008612599857388 -0.0085125573010486587 -0.004265066680092318 -0.00061524368291169173 0.00040915061026076889
leaf_weight=46 50 49 60 66 57 72 1084 90 73 62 66 53 70 64 64 113 142 1475
leaf_count=46 50 49 60 66 57 72 1084 90 73 62 66 53 70 64 64 113 142 1475
internal_value=0 -0.000489061 -0.000180605 -0.000408024 -0.00457583 -3.57284e-05 -0.000431474 -0.000114958 0.000464019 0.00438301 0.000256592 0.000467889 0.00426095 0.00019752 -0.0036208 0.000446997 0.00330276 7.60238e-05
internal_weight=0 1524 1475 1429 117 1312 1240 1174 2232 112 2120 2047 136 1911 117 1794 206 1588
internal_count=3756 1524 1475 1429 117 1312 1240 1174 2232 112 2120 2047 136 1911 117 1794 206 1588
is_linear=0
shrinkage=0.0995203


Tree=1543
num_leaves=9
num_cat=0
split_feature=11 27 11 29 29 29 1 0
split_gain=0.074617 0.200105 0.149641 0.106303 0.180162 0.233359 0.132263 0.154798
threshold=-0.11166 0.095050000000000023 -0.085754999999999984 -0.091704999999999995 -0.082564999999999986 -0.080349999999999991 -0.52333999999999992 -0.0083449999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6 -7 -8
right_child=2 -3 3 4 5 6 7 -9
leaf_value=0.0065102099957891103 -0.0049792326822796391 -0.0019595674865458064 -0.0043079255609894014 0.0055944433465430878 -0.0069927385700776024 -0.0045685099489410075 2.7272895466845438e-05 0.0025377939268257876
leaf_weight=60 59 51 54 59 46 58 3105 264
leaf_count=60 59 51 54 59 46 58 3105 264
internal_value=0 0.00261132 -7.76701e-06 7.37997e-05 0.000141023 4.81432e-05 0.000142891 0.000224244
internal_weight=0 111 3645 3586 3532 3473 3427 3369
internal_count=3756 111 3645 3586 3532 3473 3427 3369
is_linear=0
shrinkage=0.0995203


Tree=1544
num_leaves=30
num_cat=0
split_feature=8 8 0 18 18 2 0 5 3 26 8 5 17 17 2 21 10 18 0 3 9 2 9 8 21 9 21 26 5
split_gain=0.154189 0.387997 0.310456 0.223842 0.49249 0.329194 0.322801 1.04863 0.904575 1.58191 0.357375 0.273878 0.22251 0.394693 0.210525 0.206714 0.176003 0.172923 0.295643 0.419231 0.252801 0.800167 0.425393 0.40573 0.208128 0.47871 0.137533 0.125943 0.0531203
threshold=-0.046889999999999994 -0.017214999999999998 -0.087724999999999984 -0.057764999999999997 -0.090899999999999995 -0.13088999999999998 0.042275000000000014 -0.074569999999999984 0.10892000000000003 -0.0026699999999999996 0.093085000000000015 -0.092514999999999986 -0.096019999999999994 -0.40451500000000001 -0.11700999999999999 -0.032929999999999994 0.078430000000000014 0.15374500000000005 -0.059114999999999994 0.097595000000000029 0.097680000000000031 -0.065379999999999994 0.09649000000000002 -0.071344999999999992 0.090585000000000013 -0.01042 0.096505000000000021 0.093535000000000021 -0.052494999999999993
decision_type=2 2 2 2 2 2 2 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 -2 4 5 -3 7 11 9 -9 -8 15 13 -7 16 -5 -1 18 20 -20 22 26 23 -16 25 -21 -22 -19 -23
right_child=1 3 -4 6 -6 12 10 8 -10 -11 -12 -13 -14 -15 17 -17 -18 27 19 24 21 28 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0078720937818700584 0.00091181445006303322 -0.0063274634527196068 0.012156259982731871 -0.0054383369243555992 -0.0089385736241191244 0.0045381230795427472 -0.0091817376898531856 0.0042923248919387097 -0.0019499131749909622 0.02611726628637899 0.0023162437424597655 -0.0079647103667970925 0.0065804430091583399 -0.0048621270900506466 -0.00021368928896952312 0.0013589599088135562 0.00049346799329567437 0.0072026342819240842 0.0034821138896760856 -0.0021681187368829428 0.0057110480865772634 -0.0010745309687604978 -0.0093994796917797174 -0.0061952536699600791 -0.0019644994427479544 -0.015550503516033164 0.013451028029288343 -6.7906727182359152e-05 -0.0058315159601402605
leaf_weight=52 46 62 52 53 73 90 55 87 61 53 52 46 69 87 1760 270 84 46 51 49 46 47 56 120 57 58 46 48 47
leaf_count=52 46 62 52 53 73 90 55 87 61 53 52 46 69 87 1760 270 84 46 51 49 46 47 56 120 57 58 46 48 47
internal_value=0 0.000895493 0.00688661 0.000339776 -0.00158883 0.000150504 0.00142636 0.00236876 0.00815275 0.0125605 -0.00358628 -0.000779647 0.00178649 -7.77139e-05 -0.000488646 0.000241079 0.00332073 -0.000702095 -0.000870712 -0.00438779 -0.000513978 0.00298953 -0.000850998 -0.000595927 -0.00684013 -0.00942978 0.00958994 0.00348131 -0.00346173
internal_weight=0 1156 98 1058 381 308 677 570 201 140 107 369 246 177 2567 323 136 2431 2337 215 2122 186 1936 1880 164 107 92 94 94
internal_count=3723 1156 98 1058 381 308 677 570 201 140 107 369 246 177 2567 323 136 2431 2337 215 2122 186 1936 1880 164 107 92 94 94
is_linear=0
shrinkage=0.0995203


Tree=1545
num_leaves=26
num_cat=0
split_feature=8 0 2 18 18 3 0 1 3 0 17 17 9 3 3 8 35 23 3 3 3 9 0 2 18
split_gain=0.126412 0.221428 0.604564 0.574216 0.560382 0.5017 0.34719 0.330556 0.293455 0.314943 0.271923 0.225604 0.516314 0.357975 0.203983 0.196928 0.171048 0.231638 0.193676 0.926532 0.709887 0.607055 0.280641 0.426515 0.370304
threshold=-0.081174999999999983 -0.083995 -0.08569499999999998 -0.026374999999999999 -0.0065549999999999992 0.091225000000000014 -0.084474999999999995 0.42491000000000007 0.12015500000000003 -0.084894999999999984 0.03851000000000001 -0.0077549999999999997 0.088085000000000011 0.08777500000000002 0.12870500000000004 -0.080659999999999996 -0.081529999999999991 -0.052774999999999996 0.08920500000000002 0.087745000000000031 0.086605000000000029 0.088035000000000016 -0.1525 0.10924500000000002 0.18126000000000006
decision_type=2 2 2 2 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 -4 7 8 9 10 -1 13 14 -6 -13 -2 -17 -18 19 20 -19 -21 23 -20 -24
right_child=15 2 4 -5 11 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 16 17 18 22 21 -22 -23 24 -25 -26
leaf_value=0.0013595086925700375 0.006363304450680415 -0.0012889862984150919 -0.0029973747150558363 0.012144578183280448 -0.0053034067738511256 -0.013638844530290413 0.0086222282604720025 0.0071706493220925049 -0.0068356317278295414 -0.0081039029035416838 -0.0024184814769658827 0.0052329217330481818 -0.010461115807992031 0.0054081926524956461 -0.003903423095795069 -0.0050957416873123112 0.0073102001431832571 0.0018717023844138012 -0.0111032042887822 0.016845387680456837 -0.0099173310932037326 0.0022924408837000252 -0.00011569731558975 6.7715476938250014e-05 0.008794375047174079
leaf_weight=643 55 85 88 50 47 88 46 57 70 47 267 51 67 90 46 56 48 228 57 59 65 55 1227 83 48
leaf_count=643 55 85 88 50 47 88 46 57 70 47 267 51 67 90 46 56 48 228 57 59 65 55 1227 83 48
internal_value=0 -0.000671444 -0.00219617 0.00368035 -0.00386105 -0.00832276 0.000153613 -0.000205001 -0.000615158 -0.000159304 0.000250122 -0.00124949 -0.0037413 0.00172743 0.000891783 0.000490731 0.000322605 0.000485304 0.000305055 0.00221843 -0.000740819 0.00983141 -0.000244717 -0.0044746 0.000219099
internal_weight=0 1742 612 135 477 176 1130 1084 1027 957 910 301 164 137 97 1981 1926 1870 1822 407 293 114 1415 140 1275
internal_count=3723 1742 612 135 477 176 1130 1084 1027 957 910 301 164 137 97 1981 1926 1870 1822 407 293 114 1415 140 1275
is_linear=0
shrinkage=0.0995203


Tree=1546
num_leaves=20
num_cat=0
split_feature=8 8 2 4 19 0 4 4 4 2 0 2 6 4 4 27 26 29 0
split_gain=0.123763 0.314005 0.329742 0.266806 0.242592 0.226061 0.479678 0.264209 0.209701 0.42986 0.245791 0.15254 0.238802 0.114966 0.172927 0.186968 0.259952 0.509508 0.447247
threshold=-0.046889999999999994 -0.017214999999999998 -0.076524999999999996 0.13752500000000004 0.12170000000000002 0.019150000000000004 0.10593500000000002 0.08167000000000002 0.096370000000000025 -0.13535499999999998 -0.233955 -0.11700999999999999 -0.036009999999999993 0.14257000000000006 0.13271500000000006 0.10360500000000002 -0.01278 -0.080055000000000001 -0.11239999999999999
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 8 7 -7 9 -3 -10 12 -1 14 15 16 17 -13 -18
right_child=1 3 -4 -5 -6 6 -8 -9 10 -11 -12 13 -14 -15 -16 -17 18 -19 -20
leaf_value=-0.0023182887350081957 0.012335866039686484 -0.0090663041034941185 0.0007506528129723653 0.0071219031791045851 -0.0059389075963118317 -0.0061602247090040401 -0.011539798853953377 0.0028041999698451407 -0.0018667388261161008 0.00099011757860853499 0.0060424474247390359 -0.00080020468809516374 0.0061964862245837762 -0.00445174821600964 0.0039965167531593963 -0.0065545034415693398 -0.0067907310059413693 0.012221624561957734 -0.00043147033047557826
leaf_weight=54 46 46 52 54 65 47 46 106 53 496 145 84 82 75 82 52 116 46 1976
leaf_count=54 46 46 52 54 65 47 46 106 53 496 145 84 82 75 82 52 116 46 1976
internal_value=0 0.000807255 0.00619697 0.000307245 -5.8465e-05 0.000347723 -0.00262873 4.50709e-05 0.00114925 0.000135109 0.00392121 -0.000432819 0.0028096 -0.00061455 -0.00049205 -0.000654267 -0.00051582 0.00380123 -0.000784479
internal_weight=0 1156 98 1058 1004 939 199 153 740 542 198 2567 136 2431 2356 2274 2222 130 2092
internal_count=3723 1156 98 1058 1004 939 199 153 740 542 198 2567 136 2431 2356 2274 2222 130 2092
is_linear=0
shrinkage=0.0995203


Tree=1547
num_leaves=8
num_cat=0
split_feature=11 3 3 28 31 29 5
split_gain=0.109256 0.257023 0.111985 0.149411 0.17482 0.21673 0.151522
threshold=-0.40069499999999997 0.17152000000000003 0.15108000000000005 0.082705000000000015 1.0000000180025095e-35 0.0050600000000000011 0.63223000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.0048629906219740324 -3.931794747289987e-05 0.0066482501899908526 -0.004315002850302163 0.0047131133207887702 -0.0061971650040411729 0.0056269320650601216 -0.0049664380892984429
leaf_weight=46 3319 57 61 65 46 66 63
leaf_count=46 3319 57 61 65 46 66 63
internal_value=0 1.72359e-05 -8.69491e-05 -1.42516e-05 -0.000102431 -2.08829e-05 -0.000131343
internal_weight=0 3677 3620 3559 3494 3448 3382
internal_count=3723 3677 3620 3559 3494 3448 3382
is_linear=0
shrinkage=0.0995203


Tree=1548
num_leaves=24
num_cat=0
split_feature=17 0 0 8 8 8 5 1 8 8 17 17 21 5 0 0 2 2 6 2 26 5 6
split_gain=0.329499 0.155279 0.558139 0.318437 0.243617 0.505618 0.216717 0.590731 0.675409 0.613641 0.255148 0.599278 0.495312 0.19384 0.256805 0.187925 0.848341 0.252963 0.324299 0.239988 0.233538 0.16282 0.215312
threshold=-0.57205499999999987 -0.084154999999999994 -0.084665000000000004 0.068430000000000019 -0.090440000000000006 -0.094139999999999988 -0.068984999999999991 -0.085574999999999998 -0.08595499999999999 -0.090440000000000006 -0.065004999999999993 -0.013885 0.087410000000000029 -0.073669999999999999 0.032270000000000014 -0.079805000000000001 -0.07360499999999999 -0.081604999999999997 0.089430000000000023 -0.084385000000000002 0.31428500000000009 -0.41397 -0.072834999999999997
decision_type=2 2 2 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 13 10 8 -8 -9 12 -12 -2 -3 -15 16 17 19 -19 -6 21 -17 -23
right_child=1 4 -4 -5 15 -7 7 9 -10 -11 11 -13 -14 14 -16 20 -18 18 -20 -21 -22 22 -24
leaf_value=-0.0081452754172647423 0.0039192415181901197 0.0026063618555954658 0.010114519315994518 0.0063941988983813253 9.075898056091103e-06 -0.013069079947120208 -0.00074800813063248051 0.0038247613055588585 0.014447653654527414 -0.0041894754186935796 0.011914435985371702 0.00084177515285766826 -0.0093389218666467076 -0.009214986871029205 0.0010743083244389743 -0.0036794666834577485 -0.014206182326952865 0.0088874034721303091 -0.0024254351189412636 -0.0057225179063363748 -0.006420378890034632 0.0043886159350700485 0.00030337936439882426
leaf_weight=52 50 70 58 78 207 47 78 117 46 493 52 706 63 50 46 85 51 55 46 111 50 147 982
leaf_count=52 50 70 58 78 207 47 78 117 46 493 52 706 63 50 46 85 51 55 46 111 50 147 982
internal_value=0 -0.000167031 0.000515585 0.000184298 -0.000777844 -0.00395453 -0.000116982 -0.00137718 0.00488249 -0.00265098 0.000944056 0.00160246 -0.00346523 -0.00136897 -0.00427617 -0.000387156 -0.00208638 -0.000609224 0.00372692 -0.001989 0.000244029 0.000519185 0.000836018
internal_weight=0 3688 1741 1683 1947 213 1605 734 124 610 871 758 113 166 96 1734 470 419 101 318 1264 1214 1129
internal_count=3740 3688 1741 1683 1947 213 1605 734 124 610 871 758 113 166 96 1734 470 419 101 318 1264 1214 1129
is_linear=0
shrinkage=0.0995203


Tree=1549
num_leaves=18
num_cat=0
split_feature=17 0 0 0 17 20 5 17 2 1 21 5 27 11 5 4 2
split_gain=0.267181 0.125943 0.452557 0.206046 0.69728 0.200089 0.173214 0.352732 1.02613 0.388552 0.24898 0.193571 0.167962 0.144499 0.881854 0.323525 0.216776
threshold=-0.57205499999999987 -0.084154999999999994 -0.084665000000000004 -0.082794999999999994 -0.015464999999999998 -0.224635 -0.011514999999999999 -0.011809999999999999 -0.08453999999999999 -0.031409999999999993 -0.086690000000000003 -0.014374999999999999 -0.025179999999999998 -0.075149999999999981 -0.071539999999999992 0.13752500000000004 0.10674000000000002
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 -2 10 9 -9 -8 -7 -12 -5 14 -14 16 -15
right_child=1 3 -4 12 -6 6 7 8 -10 -11 11 -13 13 15 -16 -17 -18
leaf_value=-0.0073346560720128125 0.0062433630232784287 0.0033712787488781931 0.0091079201864588642 -0.0063455319298447469 -0.010460269718883452 -0.005560842754383225 0.0048275904789010253 -0.017912050928289583 0.0021371993247243058 -0.0029165862586561717 0.00056472211296508816 0.0063675534159791346 -0.013997625883574416 -3.1481278943298721e-06 0.0028718121789640962 0.0069961553014654251 -0.0052911459866573883
leaf_weight=52 52 65 58 46 81 63 102 46 56 173 1131 60 49 1480 82 63 81
leaf_count=52 52 65 58 46 81 63 102 46 56 173 1131 60 49 1480 82 63 81
internal_value=0 -0.000150319 0.000464415 -0.000700433 -0.00429678 0.000166053 -2.72035e-05 -0.00189817 -0.0068966 -4.12235e-05 0.000534626 0.000857744 -0.000408436 -0.000252353 -0.00343188 3.6198e-06 -0.000278066
internal_weight=0 3688 1741 1947 146 1683 1631 377 102 275 1254 1191 1801 1755 131 1624 1561
internal_count=3740 3688 1741 1947 146 1683 1631 377 102 275 1254 1191 1801 1755 131 1624 1561
is_linear=0
shrinkage=0.0995203


Tree=1550
num_leaves=16
num_cat=0
split_feature=18 0 0 8 9 0 6 21 0 18 1 9 20 3 12
split_gain=0.115943 0.119109 0.363114 0.247352 0.264349 0.276091 0.282662 0.183324 0.214407 0.330526 0.452974 0.176138 0.136368 0.172607 0.275993
threshold=-0.47082499999999999 -0.084154999999999994 -0.084534999999999985 0.068430000000000019 0.11076000000000003 -0.085054999999999992 0.096175000000000024 -0.085369999999999988 -0.082284999999999983 -0.083039999999999989 -0.070654999999999996 0.087215000000000015 -0.16295499999999999 0.16149500000000003 -0.0088449999999999987
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 -2 -3 9 -9 11 -11 -10 14 -14
right_child=1 7 -4 -5 -6 -7 -8 8 12 10 -12 -13 13 -15 -16
leaf_value=0.0045337456671879182 6.6395332018704062e-06 0.0046783182738552439 0.0089321062179618313 0.0054679258955316525 -0.0067981133644689782 -0.0062074586472202495 0.0062357113138525487 0.0028465590256228778 -0.0056920589086906434 -0.006345827999456966 -0.012911594969545448 0.0022642142098563255 0.0072737397950520836 -0.0050936741334512113 -0.00047116728207493457
leaf_weight=50 1430 58 47 80 58 67 76 52 51 46 62 48 47 76 1492
leaf_count=50 1430 58 47 80 58 67 76 52 51 46 62 48 47 76 1492
internal_value=0 -0.000290193 0.000302207 6.46711e-05 -0.000199855 4.29173e-05 0.000321532 -0.000829665 -0.00100057 -0.00401397 -0.00630606 -0.0019405 -0.000623859 -0.000463303 -0.000234111
internal_weight=0 3690 1758 1711 1631 1573 1506 1932 1874 208 156 94 1666 1615 1539
internal_count=3740 3690 1758 1711 1631 1573 1506 1932 1874 208 156 94 1666 1615 1539
is_linear=0
shrinkage=0.0995203


Tree=1551
num_leaves=13
num_cat=0
split_feature=17 7 18 3 7 4 1 4 11 4 3 4
split_gain=0.217811 0.112892 0.120031 0.0901659 0.274355 0.238063 0.259043 0.215403 0.166737 0.135187 0.806175 0.278007
threshold=-0.57205499999999987 0.097640000000000018 -0.47082499999999999 0.083055000000000018 0.069395000000000026 0.087270000000000028 -0.09225499999999999 0.10947000000000003 -0.081219999999999987 0.089610000000000009 0.10244500000000002 0.085720000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 9 6 -4 -7 -9 11 -11 -5
right_child=1 -3 3 4 -6 7 -8 8 -10 10 -12 -13
leaf_value=-0.0065992703540880141 0.0049576329861322592 -0.004223469541783406 -0.00061024239663922959 9.6976608158469535e-05 0.0070808393556057777 0.0046115696896532636 -0.011135467717979467 0.00135364111197426 -0.0056605683619247848 -0.011962235611041235 -0.00019090566878279686 0.007249637480748067
leaf_weight=52 47 65 46 2526 54 70 47 66 68 64 580 55
leaf_count=52 47 65 46 2526 54 70 47 66 68 64 580 55
internal_value=0 -0.000112569 -3.85898e-05 -0.000104485 4.56694e-05 -0.00176501 -0.00593825 0.000133488 -0.0021997 -7.1875e-05 -0.001362 0.000249714
internal_weight=0 3688 3623 3576 3279 297 93 204 134 3225 644 2581
internal_count=3740 3688 3623 3576 3279 297 93 204 134 3225 644 2581
is_linear=0
shrinkage=0.0995203


Tree=1552
num_leaves=11
num_cat=0
split_feature=19 24 0 9 29 0 1 0 9 3
split_gain=0.156648 0.118848 0.127692 0.0998087 0.240341 0.214849 0.214238 0.185598 0.149505 0.192799
threshold=-0.10411999999999999 0.10636500000000003 -0.26289499999999993 -0.095314999999999997 0.0035350000000000004 0.048265000000000009 -0.50597999999999999 0.024745000000000007 -0.26414499999999996 0.10174000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 7 -7 -5 -4 -10
right_child=1 -3 3 4 -6 6 -8 -9 9 -11
leaf_value=0.0049924578186366147 0.0050972805553737704 -0.0050392314809317535 -0.0015049247630351428 -0.00015107472106024069 -0.0063841802644679516 0.0066869548082703831 0.00049869622611840565 -0.006325639785233924 -0.00045734488831592965 0.0076432994598444352
leaf_weight=63 49 46 68 3052 60 90 145 49 49 71
leaf_count=63 49 46 68 3052 60 90 145 49 49 71
internal_value=0 -1.21983e-05 5.12273e-05 -1.75333e-05 -0.000141328 -2.88012e-05 0.00287215 -0.000248905 0.00221432 0.00432872
internal_weight=0 3679 3633 3584 3396 3336 235 3101 188 120
internal_count=3742 3679 3633 3584 3396 3336 235 3101 188 120
is_linear=0
shrinkage=0.0995203


Tree=1553
num_leaves=24
num_cat=0
split_feature=26 17 26 3 0 26 20 17 5 4 6 38 0 0 8 5 26 4 0 10 8 0 8
split_gain=0.117828 0.255046 0.219527 0.707387 0.217787 0.39509 0.357659 0.427692 1.53854 0.675325 0.310916 0.248927 0.239236 0.21911 0.236289 0.175038 0.167121 0.127891 0.248633 0.38459 0.198286 0.241511 0.194752
threshold=0.084100000000000022 -0.5696199999999999 0.0054200000000000012 0.087045000000000025 -0.11239999999999999 -0.066534999999999997 0.0074100000000000017 -0.0058449999999999995 -0.24120999999999998 0.099960000000000021 -0.23020499999999999 -0.08335999999999999 -0.047634999999999997 -0.097180000000000002 0.0017700000000000003 -0.014374999999999999 0.084495000000000028 0.11644500000000003 0.042275000000000014 0.077165000000000025 -0.092984999999999998 -0.088084999999999983 -0.090134999999999993
decision_type=2 2 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 15 6 11 7 9 -9 -3 -8 -6 -13 -7 -15 -4 -2 18 19 20 21 -18 -22
right_child=16 2 3 -5 5 13 10 8 -10 -11 -12 12 -14 14 -16 -17 17 -19 -20 -21 22 -23 -24
leaf_value=0.0077801426335445834 -0.0060481782674106661 -0.0053473756177156708 -0.0044126894370966081 0.01144181133183687 -0.0058126178581446152 -0.009273587199643666 0.0027479027238470574 0.0013162383244869392 0.020997652439335344 0.0084318690982349218 -0.0081572730841025665 0.00042708160468027054 0.0057837857821761004 -0.00040312829186487254 -0.0056546584742104998 0.0031597181946276323 -0.0012747149857405124 0.0038393686096220847 -0.0066334928686608147 0.0083838237536073574 0.0042827498466476936 -0.0087918765199259032 -0.00035554949988348311
leaf_weight=49 51 105 67 72 46 50 46 162 52 53 59 301 114 242 131 55 158 72 62 50 95 58 1592
leaf_count=49 51 105 67 72 46 50 46 162 52 53 59 301 114 242 131 55 158 72 62 50 95 58 1592
internal_value=0 0.000709579 0.00048625 0.00361827 3.9203e-05 -0.000884947 0.0017536 0.00320253 0.00610247 -0.000720042 -0.00337197 0.00112912 0.00190053 -0.00308188 -0.00224969 -0.000992189 -0.000418819 -0.000280862 -0.000428492 -0.000231089 -0.00045787 -0.003297 -9.38677e-05
internal_weight=0 1604 1555 194 1361 884 477 372 214 158 105 461 415 423 373 122 2138 2087 2015 1953 1903 216 1687
internal_count=3742 1604 1555 194 1361 884 477 372 214 158 105 461 415 423 373 122 2138 2087 2015 1953 1903 216 1687
is_linear=0
shrinkage=0.0995203


Tree=1554
num_leaves=13
num_cat=0
split_feature=21 26 3 8 9 4 4 29 29 18 6 22
split_gain=0.119931 0.198971 0.252797 0.171104 0.254653 0.2247 0.812292 0.182437 0.177115 0.159063 0.0987556 0.175642
threshold=0.13042000000000004 -0.10954 0.11360500000000003 -0.51030999999999993 -0.25326499999999996 0.13424500000000003 0.12028000000000003 -1.0000000180025095e-35 0.0050600000000000011 -1.0000000180025095e-35 -0.03252 0.092440000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -3 -5 6 8 -7 -6 -1 11 -2
right_child=10 3 -4 4 5 7 -8 -9 -10 -11 -12 -13
leaf_value=-0.0019105947217813721 -0.0085862833569546552 0.0048227121540743443 0.0086923657445209333 -0.0065944932792596136 -1.989985891142528e-05 0.00029294767859447467 -0.011516776532299825 0.0088140592607183748 0.0057309079114740069 0.0040700297483565635 0.00082711049292458498 -0.00093637968343946376
leaf_weight=87 50 71 58 59 2977 49 61 51 54 89 62 74
leaf_count=87 50 71 58 59 2977 49 61 51 54 89 62 74
internal_value=0 0.000187261 0.00299217 -1.00692e-05 -0.000115866 3.62638e-06 -0.00014628 0.0046469 8.2286e-05 0.00110905 -0.00240498 -0.00402762
internal_weight=0 3556 234 3322 3251 3192 3092 100 3031 176 186 124
internal_count=3742 3556 234 3322 3251 3192 3092 100 3031 176 186 124
is_linear=0
shrinkage=0.0995203


Tree=1555
num_leaves=11
num_cat=0
split_feature=5 3 8 35 12 8 5 17 8 20
split_gain=0.106357 0.225316 0.103429 0.102895 0.145249 0.106976 0.215337 0.297039 0.152796 0.14211
threshold=0.5252300000000002 0.10920500000000002 0.24095500000000006 0.004000000000000001 -0.01397 -0.094869999999999996 0.13648000000000002 -0.088160000000000002 -0.092299999999999993 -0.15314999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6 -7 -10
right_child=1 -3 -4 -5 5 8 -8 -9 9 -11
leaf_value=0.004995763738042989 -0.0013637417220137707 0.0072162638572535924 -0.0034750374146797387 -0.0046378844464767342 -0.0086001444779530561 0.00459505880910483 0.0040457090840107972 -0.0010753700661689191 0.0036533298666241217 -1.0922102330122664e-05
leaf_weight=59 60 61 85 46 60 78 65 391 109 2728
leaf_count=59 60 61 85 46 60 78 65 391 109 2728
internal_value=0 0.00295495 -4.43651e-05 3.78715e-05 9.9735e-05 1.53035e-05 -0.00130525 -0.00207826 0.000249342 0.000129573
internal_weight=0 121 3621 3536 3490 3431 516 451 2915 2837
internal_count=3742 121 3621 3536 3490 3431 516 451 2915 2837
is_linear=0
shrinkage=0.0995203


Tree=1556
num_leaves=16
num_cat=0
split_feature=0 3 20 0 18 20 5 20 0 8 2 8 8 20 0
split_gain=0.161649 0.381533 0.418709 0.160529 0.158626 0.473196 0.152803 0.224023 0.181644 0.253816 0.578325 0.157191 0.622094 0.156429 0.146765
threshold=-0.18357499999999999 0.095630000000000021 0.0074100000000000017 -0.15758999999999998 -0.40801999999999999 -0.072834999999999997 -0.49053999999999998 -0.049389999999999996 -0.12236 -0.014854999999999998 -0.012154999999999999 -0.017214999999999998 -0.046889999999999994 -0.15190499999999998 -0.105055
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 7 -6 9 10 -8 12 -10 -13 -9
right_child=3 2 -4 4 6 -7 8 14 11 -11 -12 13 -14 -15 -16
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leaf_weight=91 63 90 46 78 78 49 46 50 2196 71 96 59 64 629 52
leaf_count=91 63 90 46 78 78 49 46 50 2196 71 96 59 64 629 52
internal_value=0 0.00287787 -0.000453902 0.000137667 0.000228334 0.00368071 9.68554e-05 0.00291739 -6.34979e-05 -0.0028703 -0.00530108 0.000139023 0.000540232 -0.00117771 0.00598884
internal_weight=0 227 136 3531 3468 127 3341 180 3161 213 142 2948 2260 688 102
internal_count=3758 227 136 3531 3468 127 3341 180 3161 213 142 2948 2260 688 102
is_linear=0
shrinkage=0.0995203


Tree=1557
num_leaves=8
num_cat=0
split_feature=6 10 4 30 30 6 8
split_gain=0.16067 0.181741 0.118948 0.237904 0.232379 0.185725 0.187084
threshold=-0.48214499999999999 0.09407500000000002 0.14903500000000006 0.11290000000000001 0.096655000000000033 -0.41910500000000001 -0.42187000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=0.0044044001486429002 -0.004847093476344798 -0.0053077145468788112 0.0048536479843578062 -0.0063656256139509688 0.0068304981857014351 0.0049339521613925713 0.00017709203389588887
leaf_weight=91 71 59 55 54 53 84 3291
leaf_count=91 71 59 55 54 53 84 3291
internal_value=0 0.00017049 0.000260299 0.000188965 0.000290355 0.000189529 0.000295728
internal_weight=0 3667 3608 3553 3499 3446 3375
internal_count=3758 3667 3608 3553 3499 3446 3375
is_linear=0
shrinkage=0.0995203


Tree=1558
num_leaves=19
num_cat=0
split_feature=0 3 20 5 5 5 29 29 9 20 0 20 0 1 1 6 6 11
split_gain=0.130981 0.310153 0.326549 0.130864 0.585704 0.24002 0.266041 0.319057 0.239911 0.210165 0.190764 0.173469 0.551128 0.615079 0.351814 0.268307 0.32069 0.197682
threshold=-0.18357499999999999 0.095630000000000021 0.0074100000000000017 -0.040404999999999996 -0.045014999999999993 -0.031929999999999993 -0.08570499999999999 -0.081594999999999987 -0.035004999999999994 -0.08323499999999999 -0.055729999999999995 -0.080434999999999993 -0.09466999999999999 0.10055500000000002 -0.000195 0.10313000000000001 0.096435000000000021 -0.075149999999999981
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 11 -5 -7 -8 10 -10 -9 12 13 -2 -14 16 17 -13
right_child=3 2 -4 5 -6 6 7 8 9 -11 -12 15 14 -15 -16 -17 -18 -19
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leaf_weight=91 46 90 46 66 47 48 60 62 265 1479 66 105 82 78 47 55 60 965
leaf_count=91 46 90 46 66 47 48 60 62 265 1479 66 105 82 78 47 55 60 965
internal_value=0 0.00256346 -0.000439987 9.68494e-05 -0.000614026 0.000613208 0.000415968 0.000233699 0.000463071 0.000157363 0.00462195 -0.000256124 -0.00262201 -0.00736101 0.00192697 0.000248306 -8.13554e-05 0.00031492
internal_weight=0 227 136 3531 1485 2046 1980 1932 1872 1744 128 1438 253 124 129 1185 1130 1070
internal_count=3758 227 136 3531 1485 2046 1980 1932 1872 1744 128 1438 253 124 129 1185 1130 1070
is_linear=0
shrinkage=0.0995203


Tree=1559
num_leaves=8
num_cat=0
split_feature=6 10 13 11 6 31 9
split_gain=0.141137 0.152444 0.181978 0.153837 0.131298 0.155158 0.198785
threshold=-0.48214499999999999 0.09407500000000002 1.0000000180025095e-35 -0.364875 -0.46637499999999998 1.0000000180025095e-35 -0.10165
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.0040934367661492133 -0.0048805297688430246 -0.0048920340410096687 0.0056428792408369198 -0.004666764544537046 0.006084124722773413 -0.005399363596388972 0.00025561598470912804
leaf_weight=91 60 59 60 54 59 47 3328
leaf_count=91 60 59 60 54 59 47 3328
internal_value=0 0.000125266 0.000207539 0.000115391 0.000201565 0.000278359 0.000357388
internal_weight=0 3667 3608 3548 3488 3434 3387
internal_count=3758 3667 3608 3548 3488 3434 3387
is_linear=0
shrinkage=0.0995203


Tree=1560
num_leaves=10
num_cat=0
split_feature=19 18 7 8 8 10 8 10 9
split_gain=0.112409 0.154425 0.117692 0.116678 0.18254 0.190705 0.179808 0.147074 0.140362
threshold=0.14061500000000002 0.24916000000000005 0.093110000000000012 0.10851500000000001 0.093085000000000015 0.086175000000000015 0.058495000000000012 0.077800000000000022 0.10054500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 -5
right_child=-2 -3 -4 8 5 -7 -8 -9 -10
leaf_value=-0.00014653284918435063 0.0047117141401037798 -0.0045750328427523936 0.0039133152685227419 -0.0056637834384176194 0.0089061842987814849 -9.0548071514432439e-05 -0.0058701714840773134 0.0037117409995485891 0.00013319300485630631
leaf_weight=3137 48 76 73 81 46 47 53 101 84
leaf_count=3137 48 76 73 81 46 47 53 101 84
internal_value=0 -0.000135232 -4.18458e-05 -0.000123431 2.33008e-06 0.00435065 -0.0001203 -2.59323e-05 -0.00270763
internal_weight=0 3698 3622 3549 3384 93 3291 3238 165
internal_count=3746 3698 3622 3549 3384 93 3291 3238 165
is_linear=0
shrinkage=0.0995203


Tree=1561
num_leaves=9
num_cat=0
split_feature=19 18 21 9 7 21 26 21
split_gain=0.0911494 0.125217 0.138951 0.141377 0.169565 0.169791 0.390364 0.129201
threshold=0.14061500000000002 0.24916000000000005 0.15544000000000005 -0.25326499999999996 -0.22253999999999999 0.10940500000000002 0.082850000000000021 0.10702000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -6
right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=-0.0041509938063466105 0.004242803481356589 -0.0041197245363127797 0.00479395388662366 0.0057938389085137928 4.3244622255518848e-05 -0.0060182452580253313 0.00088271350625568714 0.0051947792321061104
leaf_weight=84 48 76 58 49 3055 149 178 49
leaf_count=84 48 76 58 49 3055 149 178 49
internal_value=0 -0.000121773 -3.76588e-05 -0.000116518 -1.88983e-05 -0.000102152 -0.00225926 0.000124831
internal_weight=0 3698 3622 3564 3480 3431 327 3104
internal_count=3746 3698 3622 3564 3480 3431 327 3104
is_linear=0
shrinkage=0.0995203


Tree=1562
num_leaves=17
num_cat=0
split_feature=17 4 2 10 17 26 17 21 26 9 17 6 18 8 6 18
split_gain=0.106271 0.294903 0.630156 0.518005 0.176924 0.553644 0.153661 0.176888 0.21251 0.206187 0.274037 0.318779 0.204475 0.348619 0.182889 0.16588
threshold=-0.53166999999999998 0.08167000000000002 -0.083204999999999987 0.086165000000000019 -0.47367999999999999 0.090020000000000031 -0.46159 0.096850000000000033 -0.2382 -0.095314999999999997 0.047990000000000012 -0.093155000000000002 -0.090104999999999991 -0.078504999999999991 -0.074569999999999984 -0.085709999999999995
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 -2 -6 8 -8 -9 11 -11 13 -10 -12 -14
right_child=4 3 -4 -5 6 -7 7 9 12 10 14 -13 15 -15 -16 -17
leaf_value=-0.0081124566710962503 -0.012341328456923184 0.01300618936415005 0.0048961288752603247 -0.00089725599654050866 0.0050882656533410607 0.0025709787805698759 0.0065910551104726373 0.0045521265522330762 0.0008975484187596632 -0.00063999858809970871 -0.0013279264930990346 -0.0064483727262605109 0.0035937350198695485 -0.0051282527959714769 0.005907563802249197 0.00017169549654868216
leaf_weight=67 46 52 82 54 56 53 50 47 191 175 96 202 150 189 54 2182
leaf_count=67 46 52 82 54 56 53 50 47 191 175 96 202 150 189 54 2182
internal_value=0 0.00190196 -0.000947876 0.00591558 -0.000202484 -0.00434971 -8.12002e-05 -0.000168223 0.000161869 -0.001758 -0.00232232 -0.00375435 4.30348e-05 -0.00209734 0.00127139 0.000392161
internal_weight=0 255 149 106 3491 99 3392 3336 2762 574 527 377 2712 380 150 2332
internal_count=3746 255 149 106 3491 99 3392 3336 2762 574 527 377 2712 380 150 2332
is_linear=0
shrinkage=0.0995203


Tree=1563
num_leaves=17
num_cat=0
split_feature=17 4 21 0 8 17 26 17 21 0 0 21 1 18 26 18
split_gain=0.0861344 0.239052 0.464475 0.352106 0.315677 0.143404 0.448994 0.124596 0.143445 0.245423 0.405478 0.287688 0.235323 0.204168 0.197935 0.184945
threshold=-0.53166999999999998 0.08167000000000002 0.10384500000000002 -0.077314999999999981 0.095985000000000015 -0.47367999999999999 0.090020000000000031 -0.46159 0.096850000000000033 -0.14401 -0.09937 0.10864000000000003 0.04735000000000001 0.19545000000000004 -0.2382 -0.090104999999999991
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 -2 -7 13 -10 11 -11 -12 14 -9 -16
right_child=5 4 -4 -5 -6 7 -8 8 9 10 12 -13 -14 -15 15 -17
leaf_value=0.0010251100648369365 -0.011113117477750237 0.010458464957996232 0.0066185735391749677 -0.011015067637347938 -0.00040579413889977608 0.0045818803915339624 0.0023151143301464484 0.0066601081881170034 -0.0065200584566068205 0.0097772534540369726 -0.00053572234276763316 -0.00038999949860290655 -0.0058253895156175394 -0.0064282483567993896 -0.0018883985273584871 0.00048223496015737917
leaf_weight=48 46 56 53 48 50 56 53 47 85 54 255 56 124 46 380 2289
leaf_count=48 46 56 53 48 50 56 53 47 85 54 255 56 124 46 380 2289
internal_value=0 0.00171236 -0.000852996 -0.00498645 0.00532609 -0.000182239 -0.003916 -7.3023e-05 -0.000151408 -0.00158305 -0.000723199 0.00459376 -0.00226854 0.000145819 0.000257463 0.000144408
internal_weight=0 255 149 96 106 3491 99 3392 3336 574 489 110 379 2762 2716 2669
internal_count=3746 255 149 96 106 3491 99 3392 3336 574 489 110 379 2762 2716 2669
is_linear=0
shrinkage=0.0995203


Tree=1564
num_leaves=23
num_cat=0
split_feature=0 0 0 21 21 21 17 1 26 17 26 1 18 17 6 8 21 17 3 8 8 26
split_gain=0.0824019 0.370472 0.278941 0.172706 0.235752 0.192178 0.160288 0.451157 0.355876 0.345479 0.77013 0.277662 0.195211 0.269925 0.283186 0.900474 0.423694 0.207778 0.137143 0.131128 0.399438 0.195533
threshold=-0.084369999999999987 -0.083995 -0.084759999999999988 -0.085369999999999988 -0.032929999999999994 -0.0050399999999999993 0.016900000000000005 -0.082635 0.089075000000000029 0.22924500000000006 0.08401500000000002 0.00095500000000000023 -0.09404499999999999 0.0021900000000000005 0.087670000000000012 -0.084979999999999986 0.090715000000000032 -0.092124999999999999 0.090435000000000029 -0.090440000000000006 -0.097249999999999989 0.085570000000000021
decision_type=2 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 -3 -5 -6 12 -8 9 10 -9 -10 17 14 16 -16 -14 -1 -11 20 -7 -21
right_child=1 3 -4 4 5 19 7 8 11 18 -12 -13 13 -15 15 -17 -18 -19 -20 21 -22 -23
leaf_value=-4.5357838014839128e-05 0.0090704571667855737 0.0054789974577289504 -0.0080653115261117101 -0.0063055239262606311 0.0063981496057356835 0.00015085016187951842 0.007271739479521892 -0.0025683381587860979 -0.0040389363400236611 -0.0049288074836642722 -0.016378663253738438 0.0060276788147565381 0.0025970676029066064 0.0081044954599598668 0.0017340782757955433 -0.015016189144691309 -0.0019046455762095024 -0.0083125107257847088 0.0016250944067242434 0.0017882378310938945 -0.010020052798583054 -0.00047425972966686186
leaf_weight=74 48 60 47 56 49 162 48 110 46 51 63 66 600 47 98 47 316 51 83 612 50 990
leaf_count=74 48 60 47 56 49 162 48 110 46 51 63 66 600 47 98 47 316 51 83 612 50 990
internal_value=0 0.000431011 -0.000501614 0.000221051 5.62274e-05 0.000247895 -0.000292019 -0.00186249 -0.00291084 -0.00466345 -0.00760227 0.00188587 0.000302133 0.000723341 0.0003956 -0.00368968 0.00104318 -0.00342491 -0.000863193 8.13123e-05 -0.00224409 0.000389554
internal_weight=0 2027 1747 1979 1919 1863 1700 467 419 307 173 112 1233 1108 1061 145 916 125 134 1814 212 1602
internal_count=3774 2027 1747 1979 1919 1863 1700 467 419 307 173 112 1233 1108 1061 145 916 125 134 1814 212 1602
is_linear=0
shrinkage=0.0995203


Tree=1565
num_leaves=28
num_cat=0
split_feature=5 1 1 5 35 8 8 21 5 8 0 18 20 19 26 0 1 5 18 26 26 1 18 21 26 1 8
split_gain=0.0917684 0.202834 0.266216 0.22355 0.194741 0.169174 0.473092 0.395076 0.366921 0.300518 0.257529 0.40784 0.271124 0.227319 0.168551 0.151179 0.458794 0.33715 0.513954 0.304138 0.407532 0.321266 0.590165 0.330215 0.287808 0.218302 0.168164
threshold=-0.074569999999999984 0.078505000000000019 0.04735000000000001 0.51390500000000017 -0.075079999999999994 -0.07594999999999999 -0.07106999999999998 -0.085574999999999998 -0.052494999999999993 -0.055085000000000002 -0.076439999999999994 -0.025079999999999998 -0.082220000000000001 0.10901000000000002 0.093535000000000021 -0.071799999999999989 -0.06921999999999999 -0.086109999999999992 0.099430000000000032 0.088545000000000026 0.091485000000000025 -0.078729999999999994 0.087505000000000013 0.095375000000000029 0.088825000000000029 0.007210000000000002 -0.076924999999999993
decision_type=2 2 2 2 2 2 2 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 -1 7 -7 -2 9 -8 12 -12 -9 -10 -4 17 -17 19 -19 21 -21 22 -6 -23 26 -22 -18
right_child=1 -3 3 -5 15 6 8 10 13 -11 11 -13 -14 -15 -16 16 24 18 -20 20 25 23 -24 -25 -26 -27 -28
leaf_value=-0.0064706467305053516 0.0073348122013054025 0.0062788883030396548 -0.0026804930619895749 0.0013920999141514062 -0.014204919318165707 0.0084644618409937325 0.0010016084235369624 0.0040011677747671661 0.00040760423149030506 0.010858645179606916 -0.010672732745464064 -0.00094575523510354129 -0.0006320626779555557 -0.0066816604074446465 -0.01093034292057286 0.010231125509273905 0.0061487547635249926 -0.011886069214572602 0.00093125291863452992 0.0090717651913083276 -0.003757742216304075 0.00090643371403406148 0.0012298918453135345 -0.0046609023511034837 -0.0070556647154739176 0.003153033698349939 -0.0015930446884930528
leaf_weight=55 65 56 52 53 50 88 63 145 671 60 61 143 911 48 47 51 54 65 59 71 79 428 48 140 48 106 57
leaf_count=55 65 56 52 53 50 88 63 145 671 60 61 143 911 48 47 51 54 65 59 71 79 428 48 140 48 106 57
internal_value=0 0.000357379 0.000219272 -0.00381139 -0.000673305 0.000491325 0.00152034 -0.000230307 0.000793612 0.00581658 -0.000621221 -0.00385833 3.35394e-06 -6.45326e-05 -0.00660536 -0.000418788 0.00201679 -0.00090855 -0.0057809 -0.000252377 0.00266194 -0.00137382 -0.00663666 -0.000464356 -0.000612848 0.00019752 0.00216586
internal_weight=0 2463 2407 152 1311 2255 930 1325 842 123 1260 204 1056 719 99 1256 210 1046 124 922 256 666 98 568 159 185 111
internal_count=3774 2463 2407 152 1311 2255 930 1325 842 123 1260 204 1056 719 99 1256 210 1046 124 922 256 666 98 568 159 185 111
is_linear=0
shrinkage=0.0995203


Tree=1566
num_leaves=9
num_cat=0
split_feature=11 3 3 30 23 3 3 26
split_gain=0.0777367 0.124514 0.0890033 0.164297 0.133865 0.120621 0.289012 0.112019
threshold=-0.40069499999999997 0.17152000000000003 0.15108000000000005 0.098380000000000009 0.086085000000000023 0.14166500000000004 0.13345500000000002 -0.01278
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -5
right_child=1 -3 -4 7 -6 -7 -8 -9
leaf_value=-0.0040226593716880706 0.00012500687547662201 0.0045095988117927173 -0.003762595288849209 -0.0074183783678979523 0.005213995101909342 0.0045385894042963785 -0.0067326174410547402 -0.00063412863382515043
leaf_weight=47 3335 61 62 48 51 59 62 49
leaf_count=47 3335 61 62 48 51 59 62 49
internal_value=0 5.01737e-05 -2.38051e-05 4.02866e-05 0.000152263 7.733e-05 0 -0.00399972
internal_weight=0 3727 3666 3604 3507 3456 3397 97
internal_count=3774 3727 3666 3604 3507 3456 3397 97
is_linear=0
shrinkage=0.0995203


Tree=1567
num_leaves=29
num_cat=0
split_feature=8 6 6 26 18 2 18 18 17 8 20 27 8 0 18 17 0 3 20 20 6 4 20 20 20 8 18 0
split_gain=0.0680524 0.19543 0.414567 0.292601 0.337084 0.38844 0.248617 0.425479 0.195981 0.181291 0.297009 0.213407 0.142968 0.121637 0.532434 0.600085 0.530784 0.340649 0.365729 0.525319 0.283511 0.177565 0.133284 0.238122 0.290928 0.287958 0.222129 0.159676
threshold=-0.087129999999999999 0.085955000000000018 0.082060000000000022 0.09112000000000002 0.095920000000000019 -0.082794999999999994 -0.085454999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.092545000000000002 -0.077394999999999992 0.086690000000000031 -0.086489999999999997 -0.086589999999999986 -0.014319999999999999 -0.047785000000000001 -0.085794999999999996 0.11693000000000002 -0.089994999999999992 -0.077579999999999996 -0.03252 0.077765000000000015 -0.092114999999999989 -0.08323499999999999 -0.081114999999999993 -0.082299999999999998 0.086510000000000017 -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 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -3 -1 -8 -7 10 -9 -11 -2 14 15 21 -15 18 -16 -20 -17 -14 26 25 -25 -24 27 -18
right_child=12 3 -4 -5 -6 8 7 9 -10 11 -12 -13 13 16 17 20 22 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29
leaf_value=0.0047747064994364914 0.0048375463360801748 0.00031935745045724934 -0.0079053362682642639 -0.0037060214828607127 -0.0041772671018436769 0.013780739340839758 -0.0076296001507351234 0.0064733599071092737 0.0048426972053712382 -0.0071485253676036638 -0.00056360815209096011 0.0015342846988373765 -0.0032929148489870032 0.010590512637697532 0.0094146524301802828 -0.0057512128578009062 -0.0018482094100196733 -0.0060299732715792618 -0.00488459405046678 0.0029252480957005851 -0.016560371931385869 0.004447648947586611 0.00061725255295119318 -0.0072069086018122534 0.00050828492005039179 0.011061088887073694 0.0028599942188016654 -0.0093331069279914813
leaf_weight=73 66 89 90 83 49 50 91 75 48 69 285 47 81 51 54 51 74 64 119 301 46 46 61 50 1513 46 56 46
leaf_count=73 66 89 90 83 49 50 91 75 48 69 285 47 81 51 54 51 74 64 119 301 46 46 61 50 1513 46 56 46
internal_value=0 -0.000681641 -0.00158011 0.00137186 0.0031612 0.00508849 -0.000689351 -0.00139428 0.00941128 -0.000200514 0.000900154 -0.00362343 0.000261687 0.0001478 -0.000913828 -0.00499126 0.000574674 0.000782318 0.00170385 0.00071051 -0.0108857 -0.0004828 0.00029752 0.000572438 0.000260954 0.00511478 -0.00230643 -0.00472424
internal_weight=0 1049 730 319 236 187 640 567 98 476 360 116 2725 2659 762 224 1897 538 474 420 97 127 1846 1670 1563 107 176 120
internal_count=3774 1049 730 319 236 187 640 567 98 476 360 116 2725 2659 762 224 1897 538 474 420 97 127 1846 1670 1563 107 176 120
is_linear=0
shrinkage=0.0995203


Tree=1568
num_leaves=10
num_cat=0
split_feature=0 9 4 30 1 6 30 1 3
split_gain=0.110901 0.102389 0.125129 0.124539 0.127772 0.377929 0.159311 0.131293 0.126044
threshold=-0.23998999999999998 -0.46256000000000003 0.14903500000000006 0.11290000000000001 0.27552000000000004 -0.17463499999999998 0.086015000000000022 0.26753500000000008 0.16149500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 -6 8 -3
right_child=1 2 -4 -5 5 -7 -8 -9 -10
leaf_value=0.0037094176541007827 -0.004550562057856253 -0.00015385168693772661 0.004566329239260503 -0.0049160270959414804 -0.0020192939032990542 0.0094921647246314408 0.0042389987317251266 -0.0055276382350265014 -0.0054014966717313775
leaf_weight=73 53 3193 55 55 127 53 59 47 46
leaf_count=73 53 3193 55 55 127 53 59 47 46
internal_value=0 -0.000207384 -0.000143833 -0.000216425 -0.000142865 0.00207839 -2.97348e-05 -0.000304673 -0.000228631
internal_weight=0 3688 3635 3580 3525 239 186 3286 3239
internal_count=3761 3688 3635 3580 3525 239 186 3286 3239
is_linear=0
shrinkage=0.0995203


Tree=1569
num_leaves=16
num_cat=0
split_feature=0 18 26 26 5 17 5 2 2 3 18 18 3 18 3
split_gain=0.0899299 0.0804182 0.0870285 0.373273 0.282474 0.294804 0.244446 0.490363 0.42831 0.328932 0.193799 0.243919 0.175895 0.170584 0.0519554
threshold=-0.23998999999999998 -0.45171999999999995 0.10439000000000002 0.10144500000000002 1.0000000180025095e-35 -0.07496499999999999 -0.082635 -0.076254999999999989 -0.078244999999999995 0.090905000000000027 0.24916000000000005 0.14607000000000003 0.10611500000000003 -0.24388499999999999 0.10325000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 6 -6 7 -4 9 -8 11 13 -10 -3 -9
right_child=1 2 4 -5 5 -7 8 14 12 -11 -12 -13 -14 -15 -16
leaf_value=0.0033402557866146171 -0.0033487196428811754 0.0042607000797128397 -0.010947735783068088 0.0082822850374461091 -0.0013774963663062347 -0.010832392545174074 0.0014727601009786645 -0.0011809603810423992 -0.0042532662586626576 0.013332580470370052 -0.0053581830075995042 0.0061316419148598244 0.0033607925326277588 -0.00021324341386082276 0.0032842558947400562
leaf_weight=73 78 87 51 54 81 55 47 53 83 46 67 64 47 2825 50
leaf_count=73 78 87 51 54 81 55 47 53 83 46 67 64 47 2825 50
internal_value=0 -0.000186789 -0.000118244 8.03807e-05 -0.00131894 -0.00520719 8.15443e-05 -0.00296567 0.00218957 0.00734771 -6.48985e-05 5.39966e-05 -0.00149419 -7.9297e-05 0.000978673
internal_weight=0 3688 3610 3097 513 136 377 154 223 93 3043 2976 130 2912 103
internal_count=3761 3688 3610 3097 513 136 377 154 223 93 3043 2976 130 2912 103
is_linear=0
shrinkage=0.0995203


Tree=1570
num_leaves=10
num_cat=0
split_feature=35 8 12 0 1 1 4 0 27
split_gain=0.0862266 0.092203 0.0893534 0.0829078 0.355696 0.296367 0.351152 0.291646 0.153099
threshold=0.004000000000000001 0.24614500000000003 -0.01397 0.12433000000000002 -0.49056499999999997 -0.49837999999999999 0.088435000000000027 0.036480000000000005 -0.032854999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 8 -7
right_child=-2 -3 3 4 -6 7 -8 -9 -10
leaf_value=0.0037983944247316683 -0.0042975888087079892 -0.0033940180794759973 0.0014334429999454741 0.0073369754644663073 -0.0036260047418714861 0.0049961945975264214 -0.0089678895428738185 0.0071097182010306202 -0.00016276024050359137
leaf_weight=61 48 80 54 67 52 58 79 57 3205
leaf_count=61 48 80 54 67 52 58 79 57 3205
internal_value=0 -5.1933e-05 2.14356e-05 -4.28354e-05 0.00253955 -0.000132069 -0.00473864 5.22251e-05 -7.08086e-05
internal_weight=0 3713 3633 3572 119 3453 133 3320 3263
internal_count=3761 3713 3633 3572 119 3453 133 3320 3263
is_linear=0
shrinkage=0.0995203


Tree=1571
num_leaves=18
num_cat=0
split_feature=18 5 9 5 0 1 9 18 0 18 17 4 1 5 5 8 7
split_gain=0.0776112 0.156262 0.261656 0.336679 0.0914477 0.2927 0.367845 0.253402 0.236498 0.192158 0.149835 0.155542 0.108549 0.215463 0.277971 0.191244 0.130138
threshold=-0.15202999999999997 0.30714500000000006 0.093335000000000015 0.5124350000000002 0.042275000000000014 -0.14482999999999999 0.081605000000000025 0.081485000000000016 0.061855000000000014 0.093865000000000018 -0.54192999999999991 0.084545000000000023 -0.10771499999999999 0.26245000000000007 0.22078000000000006 -0.07106999999999998 0.087670000000000012
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 7 -2 -6 10 -10 -12 -7 14 16 -15 -14
right_child=4 2 3 -5 8 12 -8 -9 9 -11 11 -13 13 15 -16 -17 -18
leaf_value=-0.0054684037141322544 0.0064671181040826808 0.004374106500299289 -0.0094848826319090286 0.00082189852719076028 -0.0069019631360969129 -0.0037406534511509834 0.01189189001983223 -0.0034244519775726255 0.0029743686810587799 0.0055341222967045548 0 -0.0074746531529437171 -3.3057590685137764e-05 0.009338259189704096 -0.0069062605014438023 0.0004286697731084456 0.0053038426088702203
leaf_weight=78 48 77 49 87 66 76 46 55 47 47 55 55 2775 46 58 50 46
leaf_count=78 48 77 49 87 66 76 46 55 47 47 55 55 2775 46 58 50 46
internal_value=0 -0.00165692 -0.000257328 -0.00288556 3.49564e-05 0.00018359 0.00449063 0.00117726 -0.00172359 -4.42222e-05 -0.00171939 -0.00373234 -2.64827e-05 6.81253e-05 -8.62526e-05 0.00470638 5.36773e-05
internal_weight=0 291 213 136 3470 3200 149 103 270 204 157 110 3051 2975 2879 96 2821
internal_count=3761 291 213 136 3470 3200 149 103 270 204 157 110 3051 2975 2879 96 2821
is_linear=0
shrinkage=0.0995203


Tree=1572
num_leaves=15
num_cat=0
split_feature=3 11 2 0 5 5 2 8 4 4 0 4 0 20
split_gain=0.163227 0.414982 0.162555 0.114479 0.239367 0.263846 0.274317 0.175757 0.120372 0.391391 0.267233 0.196327 0.239025 0.160776
threshold=0.17152000000000003 -0.40069499999999997 -0.241895 0.0083400000000000019 0.089620000000000019 0.25032500000000008 0.096520000000000022 -0.017214999999999998 0.13881500000000005 0.12498500000000003 -0.092939999999999995 0.11198000000000002 -0.14824999999999997 0.17747000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 8 7 -6 -7 -5 9 11 -11 13 -13 -4
right_child=1 -3 3 4 5 6 -8 -9 -10 10 -12 12 -14 -15
leaf_value=0.0053081635426292561 -0.0028393867689401916 0.0097610939723874919 -3.7450707627574669e-05 -0.0020300804914099644 0.0049071131156427222 -0.0085456828964829892 0.0017405212923278085 -0.010413054988221855 -0.0039787777065322105 0.0018553560352781845 0.01143226922301661 -0.0094531229050831504 -0.00072851766754575015 0.0054425060729607119
leaf_weight=55 48 56 2930 53 69 48 55 47 73 73 48 48 89 54
leaf_count=55 48 56 2930 53 69 48 55 47 73 73 48 48 89 54
internal_value=0 0.00393762 -6.08502e-05 -0.000143402 -0.00210618 0.000140271 -0.0030451 -0.00597827 1.73994e-05 0.000107634 0.00566123 -0.000107415 -0.00379129 6.14432e-05
internal_weight=0 104 3642 3587 272 172 103 100 3315 3242 121 3121 137 2984
internal_count=3746 104 3642 3587 272 172 103 100 3315 3242 121 3121 137 2984
is_linear=0
shrinkage=0.0995203


Tree=1573
num_leaves=10
num_cat=0
split_feature=2 23 3 27 6 2 3 10 18
split_gain=0.148706 0.0910483 0.132816 0.197696 0.144003 0.142269 0.185881 0.171939 0.189837
threshold=0.50951500000000005 1.0000000180025095e-35 0.14530500000000005 0.08043500000000002 -0.036009999999999993 -0.241895 0.13775000000000004 0.091080000000000022 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 7 8 -7
right_child=-2 -3 3 -5 -6 6 -8 -9 -10
leaf_value=0.0050151972459052136 0.0050450568483859978 -0.0035629683402984206 0.0087516914815610764 -0.0018675998382851663 0.0016852447667792454 -0.00182438793084427 -0.0054517098437939808 -0.0054963654034019737 0.00032968494251963613
leaf_weight=53 58 71 56 61 59 474 65 57 2792
leaf_count=53 58 71 56 61 59 474 65 57 2792
internal_value=0 -3.34865e-05 3.55692e-05 0.00270228 0.00513342 -0.000100589 -0.00018086 -7.75121e-05 1.68101e-05
internal_weight=0 3688 3617 176 115 3441 3388 3323 3266
internal_count=3746 3688 3617 176 115 3441 3388 3323 3266
is_linear=0
shrinkage=0.0995203


Tree=1574
num_leaves=13
num_cat=0
split_feature=35 4 36 29 2 27 27 20 1 23 29 26
split_gain=0.149276 0.329586 0.0888164 0.149763 0.279194 0.208219 0.283282 0.274573 0.156757 0.132736 0.122419 0.0873173
threshold=0.004000000000000001 0.15615500000000004 0.090760000000000021 -0.078484999999999985 -0.019910000000000001 0.085370000000000015 0.078330000000000025 -1.0000000180025095e-35 0.043640000000000005 -1.0000000180025095e-35 -0.084525000000000003 0.090545000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 -7 10 -5 -6 -9
right_child=-2 -3 -4 5 8 7 -8 11 -10 -11 -12 -13
leaf_value=0.0093985495804837175 -0.0055935713186705737 0.0083036435138325211 -0.0042054670003741036 0.0044363093930699787 -0.0043092389802301843 -0.0089336749696520418 0.0072190768691980734 -0.0033180479679761231 0.0054658342185367192 -0.00014207261030800558 0.0021990545622360366 0.0027147461160602383
leaf_weight=47 46 48 49 64 62 60 54 48 48 3120 53 47
leaf_count=47 46 48 49 64 62 60 54 48 48 3120 53 47
internal_value=0 0.0001107 2.79169e-06 6.02503e-05 0.00263947 -9.91416e-05 7.11822e-05 -0.00366254 0.000685505 -4.97877e-05 -0.00130265 -0.000324785
internal_weight=0 3700 3652 3603 210 3393 3238 155 163 3184 115 95
internal_count=3746 3700 3652 3603 210 3393 3238 155 163 3184 115 95
is_linear=0
shrinkage=0.0995203


Tree=1575
num_leaves=13
num_cat=0
split_feature=7 4 19 19 0 21 1 17 1 1 17 8
split_gain=0.141489 0.081972 0.107037 0.13291 0.341166 0.423601 0.259219 0.21515 0.129013 0.233375 0.182047 0.114822
threshold=-0.22253999999999999 0.15340500000000004 0.14071500000000006 0.11174500000000002 -0.085245000000000001 0.09266000000000002 -0.0043399999999999992 -0.55286000000000002 -0.10771499999999999 -0.093734999999999999 0.093960000000000016 0.041960000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 6 -6 -5 11 10 -10 -9 -2
right_child=1 -3 -4 4 5 -7 -8 8 9 -11 -12 -13
leaf_value=0.004913718913664265 0.0013096340771052832 -0.0037519734828101343 0.0046875559453852982 0.0073486861605209499 -0.013360320787719406 -0.0011658480432889665 -0.003047042877707868 -0.0025992995058147579 0.0057007743265892709 3.7578131582926153e-05 0.0036186471676599671 0.0073482263965329352
leaf_weight=58 67 58 48 46 47 71 49 338 74 2777 54 59
leaf_count=58 67 58 48 46 47 71 49 338 74 2777 54 59
internal_value=0 -4.00719e-05 1.90113e-05 -4.33203e-05 -0.00245444 -0.00602991 0.00197806 0.000108876 -4.76375e-05 0.000184858 -0.00174066 0.00414373
internal_weight=0 3688 3630 3582 213 118 95 3369 3243 2851 392 126
internal_count=3746 3688 3630 3582 213 118 95 3369 3243 2851 392 126
is_linear=0
shrinkage=0.0995203


Tree=1576
num_leaves=28
num_cat=0
split_feature=2 4 3 2 0 9 3 3 26 26 6 4 2 26 2 9 3 8 2 20 2 2 17 2 9 36 17
split_gain=0.155376 0.446473 0.480771 0.646514 0.296942 0.325549 0.258586 0.156874 0.467373 0.691423 0.396112 0.339683 0.181545 0.449348 0.509187 0.245744 0.585657 0.34372 0.216882 0.21781 0.20043 0.273021 0.419392 0.259361 0.178435 0.149919 0.0823887
threshold=0.084895000000000012 0.083685000000000023 0.08920500000000002 0.10449500000000002 0.0047200000000000011 -0.040564999999999997 0.12870500000000004 0.084065000000000015 0.089075000000000029 0.085790000000000019 0.084050000000000027 0.085830000000000017 -0.085944999999999994 0.099260000000000029 -0.086304999999999993 0.090695000000000012 0.10089500000000003 -0.049499999999999995 -0.084385000000000002 -0.0096699999999999998 -0.083769999999999997 -0.082830000000000001 -0.040589999999999994 -0.082484999999999989 0.084675000000000014 0.084475000000000022 -0.041415
decision_type=2 2 2 2 2 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 26 -4 5 -5 -7 8 9 10 11 -1 13 14 15 16 -9 -17 19 -14 -20 22 -22 -23 -21 -13 -3
right_child=1 2 3 4 -6 6 -8 12 -10 -11 -12 25 18 -15 -16 17 -18 -19 20 24 21 23 -24 -25 -26 -27 -28
leaf_value=0.0096526394257434832 -0.0081565210034314061 0.002974421540983054 -0.012834500447783304 0.0070065013220458302 -0.0078503158040420917 0.0013288116782313954 -0.0060951268698804075 -0.0014320688934223991 -0.0072364547570295673 0.012926718219366504 -0.0061757037591562156 -0.0035733178751972973 -0.0018893568424179414 0.007235895520995168 -0.012227358254710389 0.0082607071746692573 -0.012319248628915027 -0.00078618512643227308 -0.0051791493121015556 0.010251128936662678 -0.0028564188657809629 -0.0065169810427366743 0.0088981669463097726 0.00014599379330352817 0.0024421560177332433 0.0030307676065023056 0.0089663897322061151
leaf_weight=58 89 46 48 64 46 142 69 348 47 61 57 53 47 55 46 51 57 225 70 55 47 60 83 1621 62 95 46
leaf_count=58 89 46 48 64 46 142 69 348 47 61 57 53 47 55 46 51 57 225 70 55 47 60 83 1621 62 95 46
internal_value=0 -0.00170266 -0.000454908 -0.00206132 -0.000447827 0.000787431 -0.00109504 0.000108042 0.00203227 0.00337934 0.00116181 0.00319607 -0.000144194 -0.00143409 -0.00209113 -0.00140524 -0.00296636 0.000882558 0.000348655 0.00381967 4.55903e-05 0.000247993 0.00464214 -9.13412e-05 0.00612004 0.000660259 0.00597931
internal_weight=0 550 461 369 321 275 211 3198 371 324 263 206 2827 782 727 681 405 276 2045 164 1881 1811 130 1681 117 148 92
internal_count=3748 550 461 369 321 275 211 3198 371 324 263 206 2827 782 727 681 405 276 2045 164 1881 1811 130 1681 117 148 92
is_linear=0
shrinkage=0.0995203


Tree=1577
num_leaves=16
num_cat=0
split_feature=36 1 1 18 9 26 3 26 9 19 1 1 8 9 9
split_gain=0.0879671 0.102622 0.312323 0.565306 0.175393 0.265153 0.588658 0.299101 0.267518 0.213243 0.158211 0.254356 0.432676 0.13706 0.134438
threshold=0.091370000000000021 -0.088174999999999989 -0.085574999999999998 -0.014319999999999999 0.10464500000000003 0.091485000000000025 0.092510000000000023 0.088015000000000024 -0.078344999999999984 0.072660000000000016 -0.084514999999999993 -0.082195000000000004 -0.083504999999999982 -0.25326499999999996 -0.14392999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 7 -7 8 -1 -10 -4 12 -12 -13 -15
right_child=-2 2 10 -5 -6 6 -8 -9 9 -11 11 13 -14 14 -16
leaf_value=0.0050886076399176729 0.0036058561325077718 0.012256755693350276 -0.005374040660481528 -0.0021422128195954472 0.0046539810943888402 -0.012528017368612544 0.0013552925738584795 0.004672582494815546 -0.0014418867726527743 -0.0070753895410910986 0.010303780884401949 -0.0055008579090602885 -0.0018580478735504707 0.0051983118628677024 -0.00022971411722532136
leaf_weight=52 61 56 56 52 47 63 58 86 377 81 61 48 55 46 2549
leaf_count=52 61 56 56 52 47 63 58 86 377 81 61 48 55 46 2549
internal_value=0 -0.000204029 6.41326e-05 0.00531634 -0.00123106 -0.00161797 -0.00586644 -0.000754076 -0.00167077 -0.00243999 -0.000137082 -3.04899e-05 0.00453034 -0.000230972 -0.000133179
internal_weight=0 3687 2923 108 764 717 121 596 510 458 2815 2759 116 2643 2595
internal_count=3748 3687 2923 108 764 717 121 596 510 458 2815 2759 116 2643 2595
is_linear=0
shrinkage=0.0995203


Tree=1578
num_leaves=30
num_cat=0
split_feature=2 4 1 1 3 21 17 1 1 3 17 5 26 2 2 2 3 8 26 26 26 2 1 1 26 17 26 5 4
split_gain=0.110741 0.365532 0.404256 0.510219 0.437969 0.402139 0.512332 0.192906 0.448564 0.130594 0.42207 1.08198 0.223089 0.203126 0.164918 0.461484 0.424356 0.470912 0.210572 0.696885 0.418041 0.235916 0.170699 0.290041 0.384851 0.258507 0.519602 0.161422 0.140237
threshold=0.084895000000000012 0.083685000000000023 -0.018369999999999997 -0.14806999999999998 0.11252000000000002 0.11347500000000002 -0.0038549999999999999 0.19597000000000006 0.41527500000000012 0.083955000000000016 -0.022884999999999999 -0.034484999999999995 0.08425500000000001 -0.019910000000000001 -0.078289999999999985 -0.078994999999999996 0.092300000000000021 -0.084044999999999995 0.098705000000000029 0.093835000000000016 0.11377500000000003 -0.085944999999999994 -0.053299999999999993 -0.01257 0.090385000000000021 -0.026504999999999997 0.096275000000000013 -0.41397 0.10373000000000003
decision_type=2 2 2 2 2 2 2 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 6 -4 -8 -9 10 12 28 13 -1 15 18 17 -16 19 21 -20 -11 25 24 -24 -18 -27 -25 -12
right_child=1 2 5 -5 -6 -7 7 8 -10 14 11 -13 -14 -15 16 -17 22 -19 20 -21 -22 -23 23 27 -26 26 -28 -29 -30
leaf_value=0.0056138336443590578 -0.0072717317318350683 0.0045961897598547265 -0.01245136272167607 0.012071850313795878 -0.0075078834647007032 0.0055762835415597871 0.0038675185965730335 -0.011413862722252527 0.00069386773005263307 -0.0016787408489386949 -0.0042345551817751697 0.016573864682000363 -0.0068000137938506169 -0.0031568255782170691 -0.00068873449514223449 -0.0089885817650155794 -0.0029388680185251101 0.010846474456980245 0.0079204678910319536 -0.011257248159977622 -0.0020938829740484192 0.0007852126832650618 -0.011353086201523753 -0.0030314185067333104 -0.0003497296296269946 0.012132284719975768 0.00078231457033595478 0.0013132586173020648 0.0025988123800865658
leaf_weight=49 89 80 58 49 47 49 46 47 85 701 47 57 57 56 61 64 72 82 84 60 81 853 55 111 74 56 140 357 81
leaf_count=49 89 80 58 49 47 49 46 47 85 701 47 57 57 56 61 64 72 82 84 60 81 853 55 111 74 56 140 357 81
internal_value=0 -0.0014322 -0.000303052 0.00344515 0.000110283 -0.0026206 -0.00432597 -0.00167376 -0.00361102 9.64315e-05 0.0019195 0.0051686 -0.00178584 0.000928353 -0.00012517 -0.000685198 0.000897957 0.00592014 -0.000386021 -0.000732619 0.00299937 -0.000325735 6.6754e-05 -0.000868967 -0.00504743 0.00215423 0.00402934 0.000281041 8.32891e-05
internal_weight=0 550 461 176 127 285 236 178 132 3198 347 185 162 105 2851 1843 1008 143 1779 1614 165 1554 865 597 129 268 196 468 128
internal_count=3748 550 461 176 127 285 236 178 132 3198 347 185 162 105 2851 1843 1008 143 1779 1614 165 1554 865 597 129 268 196 468 128
is_linear=0
shrinkage=0.0995203


Tree=1579
num_leaves=16
num_cat=0
split_feature=26 26 1 27 6 21 9 35 13 1 8 8 1 0 1
split_gain=0.0812651 0.18393 0.106038 0.193224 0.183059 0.182994 0.114534 0.105259 0.226834 0.111693 0.1955 0.191947 0.181947 0.327626 0.150222
threshold=-0.09071499999999999 -0.086635000000000004 0.40780000000000011 0.080870000000000011 -0.093749999999999986 0.091040000000000024 0.09055500000000001 -0.081665000000000001 0.080720000000000028 -0.088174999999999989 0.096835000000000018 0.0017700000000000003 -0.085574999999999998 -0.083514999999999992 -0.084514999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 -3 9 10 11 -9 13 -11 -14
right_child=1 7 -4 -5 5 -7 -8 8 -10 12 -12 -13 14 -15 -16
leaf_value=0.0066893966667464231 -0.0063171458651813681 0.0041029586951004688 0.0057865676817245373 -0.0046198426314676497 0.00018741624811754545 -0.0033091576182446331 0.00675569040952766 -0.0012508027092070545 -0.0065856116009833116 0.010394271098604394 0.0038453210040614565 -0.0071043795732181449 -0.0051123351004167695 -0.00073120140237210168 0.00010153610096326773
leaf_weight=59 49 56 46 56 62 79 46 536 55 47 66 62 56 59 2414
leaf_count=59 49 56 46 56 62 79 46 536 55 47 66 62 56 59 2414
internal_value=0 -0.000263443 0.00133311 0.000652058 0.00185549 0.00032598 0.0029926 -0.000174678 -0.000247627 -0.000139785 -0.00129083 -0.00185906 0.000156595 0.00419407 -1.63418e-05
internal_weight=0 3400 348 302 246 187 108 3351 3295 3240 664 598 2576 106 2470
internal_count=3748 3400 348 302 246 187 108 3351 3295 3240 664 598 2576 106 2470
is_linear=0
shrinkage=0.0995203


Tree=1580
num_leaves=25
num_cat=0
split_feature=9 9 9 9 17 17 17 4 6 9 1 8 2 8 8 17 1 17 9 17 1 20 12 9
split_gain=0.0935329 0.333188 0.421773 0.324135 0.201819 0.399283 0.349127 0.210034 0.177168 0.171574 0.357271 0.345812 0.159536 0.267035 0.14399 0.124997 0.42949 0.191325 0.480738 0.41973 0.371491 0.18408 0.148365 0.203103
threshold=0.093705000000000024 0.09227500000000001 0.092775000000000024 0.094375000000000028 -0.072334999999999997 -0.21387500000000001 -0.036600000000000001 0.10724500000000002 1.0000000180025095e-35 0.10646500000000002 0.024780000000000007 -0.065539999999999987 -0.075209999999999985 -0.067434999999999981 0.097995000000000013 0.27568500000000007 -0.050379999999999994 0.12439000000000001 0.085765000000000022 0.11012500000000003 0.0043150000000000011 -0.014035000000000001 0.081895000000000023 0.091690000000000021
decision_type=2 2 2 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 -3 -2 5 12 -6 9 -4 11 -11 -8 13 -5 -15 17 -17 19 20 22 -19 -18 23 -1
right_child=3 2 8 4 6 -7 7 -9 -10 10 -12 -13 -14 14 -16 16 21 18 -20 -21 -22 -23 -24 -25
leaf_value=0.00025968778854014468 -0.0081412363480900651 0.011388959424958482 -0.0031145161887244847 -0.0069156910263668105 -0.0087190483534854476 0.01041944923406162 0.0015374274308761285 -0.0048829443144771043 0.0052182673512218714 -0.00026196578604969069 0.0094098066453273711 -0.006228089299162182 0.0039869420129471879 0.0043109420238146429 -0.0024331454826830561 -0.0088922300647735764 -0.0020652099096735541 0.014435885384765224 -0.0017835913438619916 -0.0084334655132854361 0.0020891183219670802 0.0054126030411368138 0.0060014945871100381 0.0067414602163210439
leaf_weight=2125 52 63 51 56 55 47 167 85 50 112 57 86 87 71 56 62 76 50 85 53 47 57 48 49
leaf_count=2125 52 63 51 56 55 47 167 85 50 112 57 86 87 71 56 62 76 50 85 53 47 57 48 49
internal_value=0 0.000643858 0.00499743 -0.000506431 -5.38388e-05 0.00195306 -0.0011873 -0.000368633 0.00100252 0.000538709 0.00299527 -0.001099 0.000476249 -0.0011883 0.00133073 0.000374324 -0.00205003 0.000567066 0.00367241 0.000318279 0.00846187 0.00113341 0.000527398 0.000406158
internal_weight=0 2816 164 931 879 317 562 507 101 422 169 253 270 183 127 2652 195 2457 182 2275 97 133 2222 2174
internal_count=3747 2816 164 931 879 317 562 507 101 422 169 253 270 183 127 2652 195 2457 182 2275 97 133 2222 2174
is_linear=0
shrinkage=0.0995203


Tree=1581
num_leaves=10
num_cat=0
split_feature=21 19 27 10 10 1 10 19 26
split_gain=0.128635 0.0907953 0.107159 0.0974983 0.199319 0.186652 0.118863 0.111813 0.114579
threshold=-0.13730999999999999 -0.10411999999999999 -0.086859999999999993 0.08235000000000002 0.087405000000000024 -0.084059999999999996 0.077800000000000022 0.13980000000000004 -0.085605000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 -5 -6 7 8 -4
right_child=1 2 3 4 5 -7 -8 -9 -10
leaf_value=0.0051911057518753264 0.0039686214151817842 -0.003697304119804257 -0.0017440204712400047 -0.0070533267924883193 0.0040652587672113027 -0.0035958963382136415 0.0049300776890121916 0.0050746832169281299 0.00041041087298710887
leaf_weight=53 64 69 266 54 62 64 56 48 3011
leaf_count=53 64 69 266 54 62 64 56 48 3011
internal_value=0 0.000252142 0.000186392 0.000261875 -0.00199428 0.000167381 0.000382232 0.00030539 0.000235282
internal_weight=0 3694 3630 3561 180 126 3381 3325 3277
internal_count=3747 3694 3630 3561 180 126 3381 3325 3277
is_linear=0
shrinkage=0.0995203


Tree=1582
num_leaves=14
num_cat=0
split_feature=21 21 0 21 21 1 2 20 0 5 9 20 4
split_gain=0.1043 0.0740472 0.262947 0.08108 0.310981 0.378704 0.319744 0.16801 0.158915 0.102588 0.0861667 0.288639 0.260493
threshold=-0.13730999999999999 -0.08564999999999999 -0.088174999999999989 -0.014264999999999998 -0.047889999999999995 -0.010395 -0.083204999999999987 -0.048779999999999997 -0.23998999999999998 -0.5315899999999999 0.11296000000000002 -0.064180000000000001 0.14831500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -3 -8 -5 -10 12 -12 -11
right_child=1 3 -4 8 5 -7 7 -9 9 10 11 -13 -14
leaf_value=0.0046744859085723362 -0.0067656470015426224 0.0043555527290467192 0.0023220093619962814 0.0059811990729108167 0 0.012395187425800641 -0.00023907219678700591 -0.0082611779949604228 -0.0039188921725461373 0.00019486957625492181 0.0049875056040109521 -0.0035608842523706928 0.007743769915811596
leaf_weight=53 62 77 64 46 47 51 54 50 62 2906 50 179 46
leaf_count=53 62 77 64 46 47 51 54 50 62 2906 50 179 46
internal_value=0 0.000227049 -0.0021432 0.000310981 0.00194014 0.0064562 -0.000500505 -0.00410373 0.000172534 8.98891e-05 0.000168281 -0.00169085 0.000312779
internal_weight=0 3694 126 3568 279 98 181 104 3289 3243 3181 229 2952
internal_count=3747 3694 126 3568 279 98 181 104 3289 3243 3181 229 2952
is_linear=0
shrinkage=0.0995203


Tree=1583
num_leaves=14
num_cat=0
split_feature=21 19 21 8 9 21 21 2 8 0 0 4 5
split_gain=0.0845676 0.0736053 0.0781795 0.371809 0.673727 0.0949761 0.237536 0.305502 0.189465 0.131274 0.138475 0.398306 0.10137
threshold=-0.13730999999999999 -0.10411999999999999 -0.084759999999999988 -0.086914999999999992 0.08486500000000001 -0.014264999999999998 -0.047889999999999995 -0.0064000000000000003 -0.084044999999999995 -0.233955 -0.16423499999999999 0.088985000000000022 -0.49053999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 7 8 -4 -7 11 -11 -12
right_child=1 2 5 4 -6 9 -8 -9 -10 10 12 -13 -14
leaf_value=0.0042092800757621302 0.0035506886440349757 0.0045427370122274732 -0.0013388628542591969 -0.014351763512029889 0.0016693250218231192 0.0048809388177388979 0.00615755485046263 -0.0067207065909814139 0.0075429035366674797 -0.010603243057374945 0.0027233944723848141 0.0009342194612608376 2.6783238761298104e-05
leaf_weight=53 64 56 49 47 58 56 91 49 46 46 145 83 2904
leaf_count=53 64 56 49 47 58 56 91 49 46 46 145 83 2904
internal_value=0 0.00020449 0.000145268 -0.00199802 -0.00549423 0.000244977 0.00217691 -0.000332954 0.00295317 0.000104339 1.99119e-05 -0.00317357 0.000155293
internal_weight=0 3694 3630 161 105 3469 235 144 95 3234 3178 129 3049
internal_count=3747 3694 3630 161 105 3469 235 144 95 3234 3178 129 3049
is_linear=0
shrinkage=0.0995203


Tree=1584
num_leaves=17
num_cat=0
split_feature=18 18 4 18 26 20 2 26 7 0 0 4 5 1 18 18
split_gain=0.112322 0.259997 0.301653 0.22877 0.196839 0.302782 0.275846 0.348015 0.123175 0.270694 0.124562 0.41714 0.370245 0.277462 0.133047 0.0851396
threshold=-0.093649999999999997 -0.098315 0.10098000000000003 -0.091229999999999992 -0.066534999999999997 -0.078725000000000003 -0.065999999999999989 0.089365000000000014 -0.068034999999999998 0.16362500000000005 0.024745000000000007 0.11132500000000002 0.25032500000000008 -0.15353499999999998 0.10361000000000002 -0.24388499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 15 -6 7 -7 -5 10 13 12 -12 -10 -15 -1
right_child=3 -3 -4 8 5 6 -8 -9 9 -11 11 -13 -14 14 -16 -17
leaf_value=0.0067187187285438427 -0.0052538358953349894 0.0063547808762608512 0.0071340782006343948 -0.0037727626131442223 -0.0066217353474426408 -0.0028671680814705042 -0.0046105547414801934 0.0059195442097031365 0.0069493932847242128 0.0077014334187778966 0.0040059481512525813 -0.010625995137934453 -0.0069483710949730781 0.00040233777626227869 -0.0015578231481823655 0.00067423419870698826
leaf_weight=47 81 91 61 79 84 75 81 110 60 47 91 46 46 2268 404 46
leaf_count=47 81 91 61 79 84 75 81 110 60 47 91 46 46 2268 404 46
internal_value=0 0.001458 0.000572232 -3.37657e-05 -0.00032947 -0.00141254 0.000229398 0.00235294 0.000105007 0.000208708 8.7618e-05 -0.00242557 0.000321879 0.000256261 0.00010566 0.00373778
internal_weight=0 595 504 3122 443 350 266 185 3041 2962 2915 183 137 2732 2672 93
internal_count=3717 595 504 3122 443 350 266 185 3041 2962 2915 183 137 2732 2672 93
is_linear=0
shrinkage=0.0995203


Tree=1585
num_leaves=25
num_cat=0
split_feature=17 17 3 17 17 2 2 3 18 9 9 18 18 18 17 17 6 2 9 6 17 2 2 3
split_gain=0.132009 0.25404 0.28853 0.264693 0.219115 0.202661 0.70729 0.372675 0.289025 0.190669 0.724493 0.315099 0.670284 0.506855 0.242803 0.432864 0.333792 0.220902 0.463054 0.415333 0.373452 0.180631 0.154455 0.173836
threshold=-0.067414999999999989 -0.079754999999999993 0.087570000000000023 -0.083000000000000004 -0.087329999999999991 -0.08237499999999999 -0.081055000000000002 0.086605000000000029 0.0020050000000000003 0.086070000000000021 0.086635000000000031 0.10189500000000003 0.088250000000000009 0.12665000000000004 -0.040589999999999994 -0.030214999999999999 0.089610000000000009 -0.087245000000000003 0.082690000000000027 0.088055000000000022 -0.011809999999999999 -0.085944999999999994 -0.041009999999999998 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 2 2
left_child=1 3 -3 4 5 8 -7 -8 21 11 -11 12 17 -13 16 -16 -12 18 -2 20 -19 -1 23 -17
right_child=9 2 -4 -5 -6 6 7 -9 -10 10 14 13 -14 -15 15 22 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=-0.00023337565671565567 0.0028196553121708438 -0.0004585902172303099 0.0090938369266561573 -0.0064974391379464839 0.0068449824159426227 -0.010415267066679293 0.0072074706214972015 -0.00062200746564425205 0.0069860007159021874 -0.012255700610407374 0.00046311521395843924 -0.0115820107219169 0.012197860683855252 0.0018521356536128533 0.0082757238222719142 -0.00064025662197365061 -0.01125783384048052 0.0056796077849371705 -0.0099726587002149005 0.0084168026592482421 -0.00050539486555018181 0.004232753059345536 -0.0056649387720184982 0.0052640574804020887
leaf_weight=363 57 53 76 51 57 67 70 430 91 55 48 51 53 61 57 977 48 116 55 73 580 119 57 52
leaf_count=363 57 53 76 51 57 67 70 430 91 55 48 51 53 61 57 977 48 116 55 73 580 119 57 52
internal_value=0 0.000957697 0.00516285 0.000522373 0.000822147 0.000520287 -0.000812634 0.000472483 0.00184068 -0.000270264 -0.0010782 0.000728451 0.00132726 -0.00425789 -0.000581366 -0.000176873 -0.00538883 0.000672368 -0.00345498 0.00127455 0.000524263 0.00086756 -0.000621272 -0.000341089
internal_weight=0 1377 129 1248 1197 1140 567 500 573 2340 1294 1046 934 112 1239 1143 96 881 112 769 696 482 1086 1029
internal_count=3717 1377 129 1248 1197 1140 567 500 573 2340 1294 1046 934 112 1239 1143 96 881 112 769 696 482 1086 1029
is_linear=0
shrinkage=0.0995203


Tree=1586
num_leaves=24
num_cat=0
split_feature=17 1 21 17 3 1 17 26 26 3 0 3 2 9 1 2 5 17 5 30 17 8 26
split_gain=0.107019 0.272259 0.409373 0.246971 0.332354 0.251646 0.21725 0.204482 0.237907 0.174372 0.382067 0.378832 0.323021 0.219628 0.256136 0.491868 0.755269 0.25567 0.742651 0.424297 0.585615 0.400551 0.189647
threshold=-0.067414999999999989 0.058455000000000014 0.11754000000000002 -0.079754999999999993 0.087570000000000023 0.0099250000000000015 -0.083000000000000004 0.11275500000000002 0.084645000000000012 0.13977500000000004 -0.1021 0.12551500000000002 0.15165000000000003 0.084835000000000022 -0.091829999999999995 -0.083974999999999994 -0.034484999999999995 0.016900000000000005 -0.020074999999999999 0.080210000000000017 -0.00067499999999999993 -0.091754999999999989 0.082605000000000026
decision_type=2 2 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 7 8 -1 11 -11 13 -12 17 -15 16 -16 19 21 20 -2 -19 -17
right_child=9 2 -4 4 -6 -7 -8 -9 -10 10 12 -13 -14 14 15 22 -18 18 -20 -21 -22 -23 -24
leaf_value=0.001771563797209045 0.00083596827522266896 -0.011047536472287869 0.0011730457825050219 -0.00041295142778997873 0.010019354121464402 0.0060656562680793591 -0.0060646926078876708 0.0066787903303733246 -0.0013934045455655747 0.0043575557118055797 -0.0022439154521835271 0.0063248073246935108 -0.012516271033138002 0.0051529127197106669 -0.0011247811784654363 -0.0046218684689778152 -0.012634094614646455 -0.0053786536832950886 -0.011339716797536665 -0.0041837161096731409 0.0090242878857085974 0.004578225550263184 3.4242462429308118e-05
leaf_weight=536 222 46 66 53 70 84 49 54 419 48 83 90 48 64 155 95 89 57 57 75 142 134 981
leaf_count=536 222 46 66 53 70 84 49 54 419 48 83 90 48 64 155 95 89 57 57 75 142 134 981
internal_value=0 0.000862327 -0.00383882 0.0012792 0.00551748 0.000821998 0.000404903 0.000719898 0.000382097 -0.000243298 -0.00322829 3.57654e-06 -0.00601408 -0.000270732 -0.000993118 -0.00129173 -0.00532621 0.00118336 -0.00136881 0.00262701 0.00403256 0.00160251 -0.000376085
internal_weight=0 1377 112 1265 123 1142 1058 1009 955 2340 179 2161 131 2071 1384 1320 244 687 248 439 364 191 1076
internal_count=3717 1377 112 1265 123 1142 1058 1009 955 2340 179 2161 131 2071 1384 1320 244 687 248 439 364 191 1076
is_linear=0
shrinkage=0.0995203


Tree=1587
num_leaves=18
num_cat=0
split_feature=24 9 9 9 9 17 17 18 8 0 10 26 18 26 17 2 2
split_gain=0.0900152 0.0897363 0.294171 0.346552 0.25559 0.201206 0.236844 0.315783 0.429438 0.293398 0.20851 0.221291 0.717083 0.299798 0.188785 0.287257 0.277379
threshold=0.10415500000000003 0.085335000000000022 0.085665000000000033 0.086070000000000021 0.086375000000000021 -0.56368999999999991 -0.095109999999999986 -0.16233499999999998 -0.0066399999999999992 -0.081909999999999997 1.0000000180025095e-35 0.087045000000000025 -0.011039999999999999 0.085790000000000019 -0.46159 -0.021165 -0.077544999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 7 -7 9 -9 11 13 -13 -8 16 -16 -6
right_child=-2 2 3 4 14 6 10 8 -10 -11 -12 12 -14 -15 15 -17 -18
leaf_value=0.0070031061817541146 -0.0041314687465969363 -0.0061667245704441808 0.0073491806001969116 -0.0062485520176772582 0.00090609184708066661 0.0044395725243058298 0.0017408347990588461 -0.0035303217547987347 -0.0088819354967247782 0.0049434778263925611 -0.004826861600199954 -0.011750534714707668 0.0022709679534416278 0.0093937723075898857 -0.00017791078885299238 -0.0078387209600832217 0.0089231238816145971
leaf_weight=50 48 79 62 67 242 65 846 110 90 64 53 50 130 54 1605 50 52
leaf_count=50 48 79 62 67 242 65 846 110 90 64 53 50 130 54 1605 50 52
internal_value=0 0.000205752 -0.000206018 2.0198e-05 -0.000204791 0.00079372 0.0005808 -0.0017688 -0.00330048 -0.000408817 0.0012638 0.00156345 -0.00161935 0.00220092 2.55273e-06 -0.00040985 0.00232686
internal_weight=0 3669 2157 2078 2016 1512 1462 329 264 174 1133 1080 180 900 1949 1655 294
internal_count=3717 3669 2157 2078 2016 1512 1462 329 264 174 1133 1080 180 900 1949 1655 294
is_linear=0
shrinkage=0.0995203


Tree=1588
num_leaves=13
num_cat=0
split_feature=7 6 5 1 5 9 36 9 3 29 6 5
split_gain=0.100032 0.0860113 0.29239 0.220683 0.241625 0.160414 0.116446 0.158406 0.197609 0.165607 0.173725 0.138797
threshold=0.097640000000000018 -0.25061999999999995 -0.41880499999999998 0.51334500000000016 -0.49053999999999998 -0.22988499999999998 0.086430000000000021 -0.093949999999999992 0.10807500000000002 -0.078854999999999995 -0.040424999999999996 -0.091229999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3 7 8 -7 10 -9 -11
right_child=-2 5 -4 4 -6 6 -8 9 -10 11 -12 -13
leaf_value=0.0039291881238813593 -0.0037459393321987778 0.0059768258203195708 -0.0084558513801729403 0.0020786455088351967 -0.0071341289800471051 -0.0078117299809988888 -0.0042378867742295292 0.00078873751428570351 0.00098977484906382935 0.0015346971519730585 0.0085766202205623757 -9.9428957975011787e-05
leaf_weight=84 67 48 50 53 60 53 58 68 48 651 49 2457
leaf_count=84 67 48 50 53 60 53 58 68 48 651 49 2457
internal_value=0 0.000134128 -0.00165912 6.17879e-05 -0.00280585 0.000263425 0.000182142 0.000259467 -0.00362073 0.00038124 0.00405733 0.000242591
internal_weight=0 3679 247 197 113 3432 3384 3326 101 3225 117 3108
internal_count=3746 3679 247 197 113 3432 3384 3326 101 3225 117 3108
is_linear=0
shrinkage=0.0995203


Tree=1589
num_leaves=20
num_cat=0
split_feature=26 26 26 1 1 0 8 9 9 8 11 2 0 2 2 9 11 0 1
split_gain=0.0996681 0.359998 0.24115 0.324294 0.233909 0.272667 0.535817 0.274564 0.207221 0.283645 0.151053 0.133257 0.621162 0.452624 0.224909 0.213087 0.210941 0.220903 0.13286
threshold=0.10393000000000002 0.10089500000000003 0.10924500000000002 0.05340000000000001 0.0047600000000000012 -0.071799999999999989 -0.053049999999999993 0.094565000000000024 0.11156500000000001 -0.050299999999999997 -0.364875 -0.085599999999999996 0.099665000000000017 -0.086050000000000001 -0.086414999999999992 0.079525000000000026 -0.086319999999999994 0.036480000000000005 0.15756500000000004
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 4 5 6 7 -4 9 -7 -1 13 16 14 15 -12 -13 -18 -5
right_child=2 -3 3 18 -6 8 -8 -9 -10 -11 11 12 -14 -15 -16 -17 17 -19 -20
leaf_value=-0.0044396874782656063 -0.0070979763934648551 0.0085602709514356577 0.0065458773437028044 -0.0090897886258364154 0.0072304424699734613 0.0110581252326174 -0.011996867952918721 -0.0035727907616437166 -0.0017922454877445987 0.00015842529692112507 0.0059414425185650823 0.0072474041725212393 -0.010410469402264946 -0.0089717919476540453 0.0063081473354100297 -0.00095649622212691087 0.00058106690229736831 0.0065225761928401974 -0.0019704755961299438
leaf_weight=70 61 51 47 49 51 49 46 61 57 46 47 51 49 62 50 782 1997 64 56
leaf_count=70 61 51 47 49 51 49 46 61 57 46 47 51 49 62 50 782 1997 64 56
internal_value=0 0.000265088 -0.00121597 -0.000437567 0.00099045 -4.68744e-05 -0.00300091 0.000823125 0.00294064 0.005789 0.000131458 0.000234875 0.000665506 -0.000753196 -0.000172568 -0.000564431 0.000922865 0.000765965 -0.00530062
internal_weight=0 3223 523 462 357 306 154 108 152 95 3172 3102 2161 941 879 829 2112 2061 105
internal_count=3746 3223 523 462 357 306 154 108 152 95 3172 3102 2161 941 879 829 2112 2061 105
is_linear=0
shrinkage=0.0995203


Tree=1590
num_leaves=11
num_cat=0
split_feature=2 8 9 2 7 2 1 4 4 4
split_gain=0.0882438 0.168645 0.144762 0.142987 0.0933836 0.0937468 0.221098 0.104862 0.471544 0.229779
threshold=0.31534000000000012 -0.42187000000000002 -0.20504500000000001 0.14685000000000001 0.097640000000000018 0.10449500000000002 0.40780000000000011 0.094475000000000017 0.10113500000000002 0.088985000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 7 -7 9 -9 -3
right_child=2 3 -4 -5 -6 6 -8 8 -10 -11
leaf_value=0.0059499237277238423 0.00030956975033376446 0.00020921556100317131 -0.0059461901898032249 -0.004963583029592487 -0.0037746296217940848 0.0058000842182640176 -0.0018440290030218472 -0.0098368055136320767 -0.00011803490952754158 0.0066496356220104814
leaf_weight=49 87 2743 63 55 59 90 64 56 424 56
leaf_count=49 87 2743 63 55 59 90 64 56 424 56
internal_value=0 0.000151154 -0.00231239 7.08157e-05 0.000150343 0.000218037 0.00261799 0.000105072 -0.0012536 0.000338363
internal_weight=0 3596 150 3547 3492 3433 154 3279 480 2799
internal_count=3746 3596 150 3547 3492 3433 154 3279 480 2799
is_linear=0
shrinkage=0.0995203


Tree=1591
num_leaves=16
num_cat=0
split_feature=26 26 26 2 2 0 0 0 0 6 18 18 23 26 26
split_gain=0.083098 0.292727 0.194126 0.267886 0.517323 0.753547 0.749287 0.51447 0.674267 0.145565 0.142298 0.204684 0.1735 0.130541 0.187224
threshold=0.10393000000000002 0.10089500000000003 0.10924500000000002 -0.083104999999999998 -0.065379999999999994 -0.071799999999999989 -0.075179999999999983 -0.055729999999999995 -0.068899999999999989 -0.097850000000000006 0.24916000000000005 0.14607000000000003 1.0000000180025095e-35 0.097125000000000031 0.096155000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 -4 5 6 -5 8 9 -6 11 12 13 14 -1
right_child=2 -3 3 4 7 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.00021230213932928331 -0.0063938800306905484 0.0077161844915448587 -0.0073758795075824892 0.0051737292740471489 0.0025300114321471696 0.012954747553736609 -0.010469307299269611 0.0043920714026878605 -0.015926766900390514 -0.0050496008660911801 -0.0045664460164247548 0.0057368561384848618 -0.0049540446294655295 -0.0035272127678804307 0.0062392503075351597
leaf_weight=2836 61 51 49 89 46 64 46 65 48 55 63 65 66 90 52
leaf_count=2836 61 51 49 89 46 64 46 65 48 55 63 65 66 90 52
internal_value=0 0.000236069 -0.00111628 -0.000417684 0.000405883 0.00406019 -0.000150429 -0.00298846 -0.00621364 -0.0015894 0.000115544 0.000210682 9.24097e-05 0.000204527 0.000321104
internal_weight=0 3223 523 462 413 199 135 214 149 101 3172 3109 3044 2978 2888
internal_count=3746 3223 523 462 413 199 135 214 149 101 3172 3109 3044 2978 2888
is_linear=0
shrinkage=0.0995203


Tree=1592
num_leaves=24
num_cat=0
split_feature=3 3 1 19 5 3 9 8 3 3 20 17 17 8 20 6 3 6 3 3 1 21 27
split_gain=0.111713 0.36251 0.234871 0.238021 0.30515 0.289594 0.680404 0.367011 0.27801 0.274822 0.195377 0.130484 0.268524 0.18801 0.36148 0.147866 0.141973 0.435223 0.467902 0.245966 0.374224 0.191315 0.0965419
threshold=0.11492500000000001 0.11360500000000003 -0.15528499999999998 0.021890000000000003 -0.47386999999999996 0.13547000000000003 0.094685000000000033 -0.26194999999999996 0.14721500000000004 0.12212000000000002 -0.069434999999999983 -0.47367999999999999 -0.41426000000000002 0.041960000000000011 -0.080384999999999998 -0.011749999999999998 0.099950000000000025 -0.099455000000000002 0.10174000000000002 0.095240000000000019 0.00095500000000000023 0.10403500000000003 0.08913500000000002
decision_type=2 2 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 -2 4 22 6 10 -7 -9 -8 -6 13 -13 14 -1 -16 19 -18 -19 21 -21 -14 -4
right_child=2 -3 3 -5 5 7 9 8 -10 -11 -12 12 16 -15 15 -17 17 18 -20 20 -22 -23 -24
leaf_value=-0.010214829536901957 -0.0039603681060722991 -0.0084703472067583514 0.00026582473853474725 -0.0040050232735841821 0.0081136401769023991 -0.0066496847961970045 -0.0020989972914696648 -0.0011031845532261618 0.0083127026219206712 0.007070322962977672 0.017105176499643847 0.0056832369517167639 -0.00037332900931054402 0.0015558537798953328 0.0034339478564491001 -0.0035792429472732861 -0.0045415079170421967 0.012137354000797762 0.0016022463250614208 -0.0010141541343061293 -0.0098562342610115979 0.0042005689840949895 -0.0054920807481141278
leaf_weight=63 82 54 74 64 51 49 83 63 61 53 46 79 1938 86 47 81 90 50 255 163 67 95 47
leaf_count=63 82 54 74 64 51 49 83 63 61 53 46 79 1938 86 47 81 90 50 255 163 67 95 47
internal_value=0 -0.000387909 0.00102781 0.0017213 0.00241827 0.00372632 0.00601701 0.00063643 0.00352222 0.00146832 0.0123861 -0.000242829 -3.421e-05 -0.00230121 -0.00404219 -0.000997691 -0.00020445 0.00153596 0.003332 -0.000508595 -0.00359345 -0.000159193 -0.00196395
internal_weight=0 3068 673 591 527 406 233 173 124 136 97 3014 2737 277 191 128 2658 395 305 2263 230 2033 121
internal_count=3741 3068 673 591 527 406 233 173 124 136 97 3014 2737 277 191 128 2658 395 305 2263 230 2033 121
is_linear=0
shrinkage=0.0995203


Tree=1593
num_leaves=20
num_cat=0
split_feature=24 19 19 2 20 21 18 4 5 2 2 2 0 2 2 26 20 0 2
split_gain=0.0820426 0.0788243 0.194855 0.205566 0.21311 0.279136 0.159131 0.266645 0.207204 0.124702 0.338347 0.257422 0.584798 0.362234 0.367957 0.364224 0.314815 0.240452 0.179266
threshold=0.09407500000000002 0.11174500000000002 0.11697000000000003 -0.054390000000000001 -0.014534999999999999 0.096665000000000015 0.11906500000000002 0.08167000000000002 -0.047864999999999998 -0.079844999999999985 -0.078994999999999996 -0.081445000000000004 -0.079564999999999983 -0.082025000000000001 -0.082294999999999993 0.088325000000000028 -0.078534999999999994 0.099665000000000017 -0.078454999999999983
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 -4 9 8 -8 11 -11 13 16 14 -1 -15 -13 18 -12
right_child=-2 2 3 -5 -6 -7 7 -9 -10 10 17 12 -14 15 -16 -17 -18 -19 -20
leaf_value=-0.00037786513722152713 0.0035299862679571466 -0.007383370990119451 -0.006785203457893226 -0.0062359185044285744 0.0067351344492217174 0.004056827020258281 0.0042886359083829676 0.0082972875446220076 -0.0036286773486820683 0.0071939215326762077 -0.0055397515212285619 0.0045106944183310529 -0.013302911184565199 -0.00017854434551145074 -0.0079914353013653926 0.011840492788055983 -0.0042580610489692493 -0.0061684519652254691 0.00058755074143446552
leaf_weight=1335 60 51 47 46 49 47 64 59 67 70 49 62 51 53 66 47 117 58 1343
leaf_count=1335 60 51 47 46 49 47 64 59 67 70 49 62 51 53 66 47 117 58 1343
internal_value=0 -0.000179503 -0.0019234 -0.000445745 0.00141111 -0.00135548 -5.76325e-05 0.00274153 0.000233074 -0.000221478 0.000435933 -0.000799226 -0.00389991 -0.00032356 -0.000737119 0.00546222 -0.00121626 0.000109121 0.000371274
internal_weight=0 3681 240 189 143 94 3441 190 131 3251 1520 1731 230 1501 1401 100 179 1450 1392
internal_count=3741 3681 240 189 143 94 3441 190 131 3251 1520 1731 230 1501 1401 100 179 1450 1392
is_linear=0
shrinkage=0.0995203


Tree=1594
num_leaves=19
num_cat=0
split_feature=17 9 6 9 9 9 17 29 9 0 0 0 9 17 4 4 19 9
split_gain=0.0880894 0.311359 0.362796 0.332132 0.294125 0.220995 0.135086 0.102215 0.122365 0.34485 0.269692 0.326743 0.204835 0.759401 0.121009 0.217916 0.0968108 0.159451
threshold=-0.47367999999999999 0.082690000000000027 0.041585000000000011 0.087635000000000032 0.093235000000000026 0.098465000000000011 -0.46159 -0.084525000000000003 0.082335000000000019 0.099665000000000017 0.047575000000000013 0.0047200000000000011 0.083925000000000013 -0.011809999999999999 0.10290000000000002 0.12498500000000003 -1.0000000180025095e-35 0.11582000000000002
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 -2 14 9 10 11 -9 13 -10 -8 -16 -14 -18
right_child=6 2 -4 4 5 -7 7 8 12 -11 -12 -13 16 -15 15 -17 17 -19
leaf_value=-0.0087996604560229112 0.0048942704345091197 -0.0096053601498414486 0.007168352565176621 0.0054014391156195331 -0.005847029280167412 0.002446892740858539 0.0012385068206203875 0.0016254529405793578 0.0035489756793552498 -0.006482407964898013 0.0084553312412727361 -0.0070178078686463693 -0.0045339479053462467 -0.011542981265419078 -0.0095299614568042368 -7.4685065313790191e-05 -0.00018641054879428698 0.0034373803041988257
leaf_weight=51 56 46 52 63 87 50 53 736 65 56 53 46 47 67 47 50 1988 128
leaf_count=51 56 46 52 63 87 50 53 736 65 56 53 46 47 67 47 50 1988 128
internal_value=0 -0.0016135 -0.00038091 -0.00198002 -0.000222094 -0.00281408 4.67807e-05 -3.43467e-05 8.49349e-05 0.00107499 0.00158281 0.00111598 -0.000299081 -0.00410514 -0.00257335 -0.00466455 -6.64332e-05 3.24112e-05
internal_weight=0 349 298 246 200 137 3392 3336 3186 891 835 782 2295 132 150 97 2163 2116
internal_count=3741 349 298 246 200 137 3392 3336 3186 891 835 782 2295 132 150 97 2163 2116
is_linear=0
shrinkage=0.0995203


Tree=1595
num_leaves=19
num_cat=0
split_feature=17 3 18 17 26 6 9 0 8 8 2 4 4 7 19 2 19 17
split_gain=0.0782698 0.270305 0.243444 0.225928 0.202127 0.481269 0.628973 0.252043 0.324509 0.151704 0.259495 0.138056 0.163861 0.128003 0.137841 0.417904 0.241256 0.111564
threshold=0.11639500000000001 0.083875000000000019 -0.082304999999999989 0.10178500000000003 0.091915000000000024 -0.0076549999999999995 0.088405000000000025 -0.080884999999999999 -0.085764999999999994 -0.068099999999999994 -0.073884999999999992 0.15340500000000004 0.14095000000000005 0.085015000000000021 0.090990000000000029 -0.069129999999999983 0.077805000000000027 0.41752000000000006
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 11 5 7 -7 8 -4 10 -6 12 13 14 16 -16 -1 -12
right_child=1 2 4 -5 9 6 -8 -9 -10 -11 17 -13 -14 -15 15 -17 -18 -19
leaf_value=0.00012084394084409283 -0.0082058569875935721 -0.0070093405203054456 0.0011298634780669689 0.0066776970814755995 -0.0098426752703454738 0.00084871976268207998 0.015284426795680695 0.0043020133367398742 -0.0079697570164467876 0.0024184964259279513 -0.0045649961816220698 -0.0052963986069412255 0.0054655289494372735 -0.0043504518245341519 5.9989619412264452e-05 -0.010530355087421223 0.0061259329089100806 0.002189153811807358
leaf_weight=2611 49 52 78 51 50 77 49 58 77 48 46 48 55 66 159 48 68 51
leaf_count=2611 49 52 78 51 50 77 49 58 77 48 46 48 55 66 159 48 68 51
internal_value=0 -0.00110403 -0.000508798 0.000108434 0.000122681 0.00159263 0.00646911 -0.00128821 -0.00338531 -0.00242857 -0.00401685 -9.64889e-07 8.32927e-05 -1.67089e-05 8.2116e-05 -0.00239179 0.000273574 -0.00100541
internal_weight=0 635 586 3106 534 339 126 213 155 195 147 3055 3007 2952 2886 207 2679 97
internal_count=3741 635 586 3106 534 339 126 213 155 195 147 3055 3007 2952 2886 207 2679 97
is_linear=0
shrinkage=0.0995203


Tree=1596
num_leaves=21
num_cat=0
split_feature=4 18 7 6 4 6 4 4 18 3 2 5 12 3 18 3 18 6 18 18
split_gain=0.13069 0.172967 0.168298 0.263803 0.311459 0.177088 0.521177 0.348935 0.539359 0.271231 0.331229 0.167598 0.133467 0.129241 0.121246 0.152464 0.175278 0.337042 0.121288 0.170531
threshold=0.075700000000000031 0.23251500000000005 0.093110000000000012 0.049085000000000011 0.11378500000000003 -0.031674999999999995 0.090860000000000024 0.094025000000000011 -0.091109999999999983 0.10920500000000002 -0.01504 -0.035924999999999999 -0.072134999999999991 0.11816500000000002 0.13881000000000002 0.13977500000000004 -0.26620499999999997 -0.065394999999999995 -0.14907499999999999 -0.098315
decision_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 5 -5 6 -2 8 -7 10 -9 12 -8 -11 15 16 17 -1 -18 -20
right_child=2 -3 -4 4 -6 7 11 9 -10 13 -12 -13 -14 -15 -16 -17 18 -19 19 -21
leaf_value=0.00081695529536754288 -0.0090346782876702374 0.005200536882735589 0.0037305877650214347 -0.0090537530202067229 0.00096575272559408195 -0.00083753110510736799 -0.004997706079200772 4.0211465325339023e-05 0.012542293775423092 0.0059921076695870559 -0.011079264789972596 -0.0047888747553839952 0.0006610823162352202 -0.0011587537660331685 -0.0041442164482260483 0.0056696658634031935 0.004623796568225088 -0.0093780465515282893 -0.0035760736711517209 0.00029591906868185015
leaf_weight=75 86 65 66 88 47 65 46 59 55 48 48 83 402 52 68 48 60 56 119 2110
leaf_count=75 86 65 66 88 47 65 46 59 55 48 48 83 402 52 68 48 60 56 119 2110
internal_value=0 0.000131317 -0.00114445 -0.00144341 -0.00555942 -0.000853916 -0.00184671 0.00101683 0.00528807 -0.0014553 -0.00494032 -0.00068101 7.82182e-05 0.00226547 1.06557e-06 0.000115611 5.10949e-06 -0.00353497 0.000208067 8.8837e-05
internal_weight=0 2601 1145 1079 135 944 617 327 120 207 107 531 448 100 2536 2468 2420 131 2289 2229
internal_count=3746 2601 1145 1079 135 944 617 327 120 207 107 531 448 100 2536 2468 2420 131 2289 2229
is_linear=0
shrinkage=0.0995203


Tree=1597
num_leaves=21
num_cat=0
split_feature=21 4 19 6 9 17 5 5 3 26 18 8 5 20 0 21 21 21 0 17
split_gain=0.116799 0.291902 0.108479 0.0946814 0.263023 0.401694 0.471908 0.426668 0.397509 0.347742 0.283547 0.18516 0.166853 0.0968133 0.0964338 0.288795 0.421526 0.126782 0.266765 0.210702
threshold=0.14970000000000003 0.11366000000000002 0.13602500000000003 0.090845000000000023 0.090150000000000022 0.0065250000000000013 -0.0063549999999999995 0.066815000000000027 0.092510000000000023 0.087170000000000011 0.091085000000000013 -0.080364999999999992 0.058505000000000008 -0.15398499999999998 -0.19631499999999999 -0.0092899999999999996 0.086155000000000023 -0.085574999999999998 -0.087394999999999987 -0.56655999999999984
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 13 5 6 -5 -8 10 -7 -6 -10 -13 -1 15 -15 -17 18 -16 -19
right_child=1 -3 -4 4 8 9 7 -9 11 -11 -12 12 -14 14 17 16 -18 19 -20 -21
leaf_value=0.0036939249038235398 -0.0091501337260169856 0.0018139820634557287 0.0036548923529784068 -0.0080467313281635689 -0.011842844474679133 0.0024607975744962737 0.01035631580967664 -0.0017513114736880735 0.0051753619646339915 0.014591481723865079 -0.0010033060980063433 -0.0016568016522385853 0.0038363964640244583 -0.0094833042459107793 -0.001695301314473161 0.0068010565905584439 -0.0057580418624438986 -0.0070255546984527885 0.0080730718070112228 -0.00043408552207839919
leaf_weight=54 48 48 73 47 47 47 53 63 78 47 49 219 73 47 59 48 59 49 52 2486
leaf_count=54 48 48 73 47 47 47 53 63 78 47 49 219 73 47 59 48 59 49 52 2486
internal_value=0 -0.00365955 -0.000142298 -0.000220021 0.000796839 0.00335336 0.000360236 0.00377357 -0.000611331 0.00853485 -0.00631869 0.000867286 -0.000280698 -0.000477907 -0.000558657 -0.00298045 -0.000116403 -0.000417396 0.0028735 -0.000561818
internal_weight=0 96 3650 3577 723 257 163 116 466 94 96 370 292 2854 2800 154 107 2646 111 2535
internal_count=3746 96 3650 3577 723 257 163 116 466 94 96 370 292 2854 2800 154 107 2646 111 2535
is_linear=0
shrinkage=0.0995203


Tree=1598
num_leaves=19
num_cat=0
split_feature=21 4 18 6 18 1 1 6 0 6 1 1 1 0 1 21 5 21
split_gain=0.0946535 0.236747 0.0788403 0.0849394 0.151661 0.340777 0.376035 0.237749 0.127193 0.0855689 0.259715 0.564411 0.242999 0.313345 0.228071 0.170914 0.324977 0.133206
threshold=0.14970000000000003 0.11366000000000002 0.23251500000000005 0.091795000000000015 -0.112385 -0.087154999999999996 -0.079250000000000001 0.10449000000000003 -0.078289999999999985 -0.0048649999999999995 0.039665000000000013 -0.076090000000000005 -0.041095 -0.079665 -0.079434999999999992 -0.085574999999999998 -0.023589999999999996 -0.084114999999999995
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 7 -7 -6 -8 12 11 14 13 -1 -11 16 -14 -17
right_child=1 -3 -4 4 5 6 8 -9 -10 10 -12 -13 15 -15 -16 17 -18 -19
leaf_value=-0.0023708622622788285 -0.008239510681368481 0.0016334545050111083 0.0028848654558687441 0.0060948672481064663 -0.0086183752682428613 0.0078918072295894818 -0.0018149148409557327 0.0007773909789394643 0.0017379306001807345 -0.0011777984954196149 0.0060442425114678689 -0.0093185558717090531 -0.0026121318787229778 0.0077658381028726858 0.0048771935235367896 -0.0058652548921101595 0.0086220564577795082 -0.00042731611407816099
leaf_weight=47 48 48 84 50 63 77 166 46 250 919 48 83 46 84 66 46 57 1518
leaf_count=47 48 48 84 50 63 77 166 46 250 919 48 83 46 84 66 46 57 1518
internal_value=0 -0.0032945 -0.000128137 -0.00019934 0.000827056 0.00038817 0.00150279 -0.00464568 0.000318241 -0.000429274 -0.0011138 -0.00143628 -3.94157e-06 0.00412276 -0.000771252 -0.000328726 0.0035969 -0.000587779
internal_weight=0 96 3650 3566 652 602 493 109 416 2914 1116 1068 1798 131 985 1667 103 1564
internal_count=3746 96 3650 3566 652 602 493 109 416 2914 1116 1068 1798 131 985 1667 103 1564
is_linear=0
shrinkage=0.0995203


Tree=1599
num_leaves=23
num_cat=0
split_feature=4 0 4 3 4 17 17 1 0 0 0 4 2 3 1 0 6 20 0 26 26 2
split_gain=0.0958368 0.210995 0.162692 0.588999 0.380271 0.212233 0.16354 0.435033 0.662378 0.367307 0.340985 0.298833 0.41197 0.206109 0.135962 0.279206 0.142813 0.349732 0.217689 0.248591 0.216304 0.207654
threshold=0.075700000000000031 -0.13752999999999999 0.08544000000000003 0.085730000000000015 0.080475000000000033 -0.56368999999999991 -0.095109999999999986 -0.0083149999999999995 -0.14124499999999998 -0.23099 -0.20796499999999998 0.10876500000000001 -0.047824999999999999 0.093715000000000021 -0.28064499999999998 -0.038659999999999993 -0.095554999999999987 -0.07825 -0.091364999999999988 0.085945000000000021 0.081750000000000031 -0.046564999999999995
decision_type=2 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 11 8 -8 -9 -11 12 -7 -10 -3 16 17 -16 19 -18 -19 -20
right_child=2 14 5 -5 -6 6 7 9 13 10 -12 -13 -14 -15 15 -17 18 20 21 -21 -22 -23
leaf_value=0.0067526874183155977 -0.005063443892138135 0.0041145239689912754 0.00591122072085545 -0.0113757544966686 0.0075329225507226247 -0.00042151886802596893 0.013931032830404956 -0.0082391330611628934 0.0052970705215461007 0.0073892045060911194 -0.0014672296160710516 0.0020630790153451681 -0.011310774856282225 -0.0023911290719382588 0.0087551901580120908 -0.0073209136813109912 -0.0064791322614726364 0.0043590965597752268 0.00029335065091535742 7.5921034575926417e-06 -0.0020766543718160114 -0.0062056637102962811
leaf_weight=47 49 78 49 63 46 68 49 71 56 48 417 69 70 90 62 52 112 82 1856 122 140 50
leaf_count=47 49 78 49 63 46 68 49 71 56 48 417 69 70 90 62 52 112 82 1856 122 140 50
internal_value=0 0.000145104 -0.000947387 -0.00391308 0.00102723 -0.000471806 -0.000806121 -0.000105687 0.00391823 -0.00157114 -0.000551256 -0.00327568 -0.00595099 0.000552163 2.31873e-05 -0.000105369 4.90821e-05 0.00214626 -0.000228852 -0.00309367 0.000296828 0.000122433
internal_weight=0 2601 1145 158 95 987 938 731 195 536 465 207 138 146 2554 2476 2424 284 2140 234 222 1906
internal_count=3746 2601 1145 158 95 987 938 731 195 536 465 207 138 146 2554 2476 2424 284 2140 234 222 1906
is_linear=0
shrinkage=0.0995203


Tree=1600
num_leaves=18
num_cat=0
split_feature=26 1 26 2 0 26 26 1 26 9 3 20 10 9 5 6 3
split_gain=0.115501 0.268545 0.122607 0.322059 0.332874 0.117903 0.351359 0.610077 0.349968 0.308093 0.293987 0.21193 0.123707 0.134476 0.40787 0.13897 0.0489022
threshold=0.31428500000000009 0.007210000000000002 0.12086000000000002 -0.065379999999999994 -0.055729999999999995 0.088685000000000028 0.088015000000000024 -0.077429999999999985 0.089150000000000021 0.085945000000000021 0.086375000000000021 -0.066619999999999999 0.087275000000000019 -0.095314999999999997 -0.43873000000000001 0.086875000000000022 0.10684000000000003
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 -5 6 12 -8 -7 -10 -11 -12 13 14 -1 -15 -14
right_child=1 -3 3 4 -6 8 7 -9 9 10 11 -13 16 15 -16 -17 -18
leaf_value=-0.0033709346571937689 -0.00868558943675664 0.0014486310467028878 0.0092534258451172705 -0.0064302597486516726 0.0054127696863036315 -0.0072932389254715038 0.013294482018277447 -0.0018040687084709829 0.0055539411640174912 -0.0083473158335388067 0.002330455353699204 -0.0012688589347410171 0.0057387876306989726 -0.00060447785726690467 0.0079373277727839177 0.0015012184225083422 0.0014496613844440299
leaf_weight=55 48 56 52 47 47 77 55 51 81 49 211 697 50 1636 74 383 57
leaf_count=55 48 56 52 47 47 77 55 51 81 49 211 697 50 1636 74 383 57
internal_value=0 -0.00322083 0.000142888 0.00296819 -0.000500037 2.39828e-05 0.000422525 0.00602236 -0.000819191 -0.00033815 -0.000837709 -0.000431553 0.000158932 -5.20455e-06 0.00310963 -0.000204626 0.00346158
internal_weight=0 104 3622 146 94 3476 2361 106 1115 1038 957 908 2255 2148 129 2019 107
internal_count=3726 104 3622 146 94 3476 2361 106 1115 1038 957 908 2255 2148 129 2019 107
is_linear=0
shrinkage=0.0995203


Tree=1601
num_leaves=12
num_cat=0
split_feature=26 1 26 2 0 19 20 20 2 26 26
split_gain=0.0936093 0.217801 0.0994155 0.261139 0.269923 0.103467 0.138283 0.238616 0.199135 0.146362 0.123092
threshold=0.31428500000000009 0.007210000000000002 0.12086000000000002 -0.065379999999999994 -0.055729999999999995 0.13881500000000005 0.11250000000000003 0.09327000000000002 0.0066850000000000008 -0.396395 0.11790500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 7 9 -8 -1 -11
right_child=1 -3 3 4 -6 -7 8 -9 -10 10 -12
leaf_value=0.0050341154484209623 -0.0078211980446761895 0.0013044630105306008 0.0083325231524955991 -0.0057903192033626656 0.0048740899469855437 -0.004615828638226213 -9.1695590547472288e-05 -0.0057932279644304207 0.0074829089657349277 7.0976246160335381e-05 -0.0047215827218669935
leaf_weight=58 48 56 52 47 47 47 80 70 60 3107 54
leaf_count=58 48 56 52 47 47 47 80 70 60 3107 54
internal_value=0 -0.00289951 0.00012869 0.0026728 -0.000449406 2.15961e-05 8.53983e-05 -4.47465e-05 0.00314872 8.00051e-05 -1.06371e-05
internal_weight=0 104 3622 146 94 3476 3429 3289 140 3219 3161
internal_count=3726 104 3622 146 94 3476 3429 3289 140 3219 3161
is_linear=0
shrinkage=0.0995203


Tree=1602
num_leaves=26
num_cat=0
split_feature=26 1 9 9 18 18 1 9 9 3 9 1 18 1 18 1 6 18 11 4 4 9 18 4 6
split_gain=0.0758602 0.17665 0.0820656 0.342352 0.311292 0.379683 0.346577 0.132367 0.332873 0.159746 0.41279 0.305241 0.12749 0.32334 0.414166 0.29119 0.351361 0.272043 0.241931 0.194958 0.166499 0.112694 0.281282 0.169218 0.0973104
threshold=0.31428500000000009 0.007210000000000002 0.097680000000000031 0.098720000000000016 -0.078409999999999994 -1.0000000180025095e-35 -0.025004999999999999 0.093705000000000024 0.094375000000000028 0.097880000000000023 0.09649000000000002 -0.076329999999999995 0.089775000000000021 -0.080349999999999991 0.094870000000000024 0.0099250000000000015 0.092120000000000021 0.088250000000000009 -0.11166 0.14450000000000005 0.081540000000000015 0.11007500000000002 0.087065000000000017 0.13312000000000004 -0.031674999999999995
decision_type=2 2 2 2 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 6 -6 -5 12 -9 11 24 -10 17 14 -14 16 -15 18 -1 -20 -16 22 -7 -23 -11
right_child=1 -3 3 4 5 21 -8 8 9 10 -12 -13 13 15 20 -17 -18 -19 19 -21 -22 23 -24 -25 -26
leaf_value=0.006692931798110425 -0.0070428308843050918 0.0011746425886533394 0.0093767748002059823 0.011456879356643359 -0.0078892116364334599 -0.0058482352671837337 9.7364197371231715e-05 -0.0092775380651641363 0.0024270684932938499 0.0086857338850033338 -0.005700048666650177 -0.0074923090754119848 -0.012688315304606993 0.003591469812548655 -0.0048676887059135683 -0.0064943612732244584 -0.0059719469144667026 0.0075747678501515807 0.00027625103584851527 -0.0057248615311649709 0.0021862002129494967 0.0041777789499605235 0.0035340430309819502 -0.0028897638531298437 0.0023494480322313999
leaf_weight=57 48 56 47 48 64 71 60 52 54 47 50 71 47 219 77 48 46 52 2123 55 58 123 57 46 50
leaf_count=57 48 56 47 48 64 71 60 52 54 47 50 71 47 219 77 48 46 52 2123 55 58 123 57 46 50
internal_value=0 -0.00261017 0.00011586 0.00127819 0.000464853 -0.000935614 0.00515362 -7.69733e-05 -0.00198088 -0.000582925 0.00163741 -0.00320059 0.000144468 -0.00130321 -0.00463936 0.000634042 0.00192832 0.000458162 0.00029222 0.000124332 -0.00183107 0.00056005 -0.00166379 0.00224922 0.00542805
internal_weight=0 104 3622 516 469 361 108 3106 324 272 147 125 2782 495 182 313 265 2287 2235 2178 135 297 128 169 97
internal_count=3726 104 3622 516 469 361 108 3106 324 272 147 125 2782 495 182 313 265 2287 2235 2178 135 297 128 169 97
is_linear=0
shrinkage=0.0995203


Tree=1603
num_leaves=19
num_cat=0
split_feature=17 17 5 17 4 6 8 0 4 0 8 17 0 17 0 8 20 18
split_gain=0.102826 0.134819 0.222984 0.125878 0.137176 0.22812 0.224199 0.271076 0.220516 0.18705 0.199137 0.151584 0.144251 0.441026 0.255521 0.123063 0.121261 0.13873
threshold=0.41435500000000008 0.51174000000000019 -0.039649999999999998 0.40441500000000008 0.11785500000000003 -0.242115 -0.092299999999999993 -0.0033699999999999997 0.13881500000000005 -0.051394999999999996 -0.409445 0.28919000000000006 0.12433000000000002 -0.11248999999999999 0.056590000000000008 -0.017214999999999998 -0.011915 -0.055464999999999993
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 -1 9 8 15 10 -6 12 14 -14 -7 -8 -3 -18
right_child=1 16 -4 -5 6 11 7 -9 -10 -11 -12 -13 13 -15 -16 -17 17 -19
leaf_value=-0.0059422356207614515 -0.0098323537196571571 -0.0032527929054795499 -1.5418706231976044e-05 0.0051889017507892902 -0.0012400532509490149 0.00015935537333816249 0.00087773203916671858 -0.0069393399287119946 -0.0037833763913084442 0.0099698603522302125 0.0074233286345726937 -0.0043702016013233711 0.0095293406042529435 -0.0030985197899392239 -0.0054462626201108996 0.0074647617686786167 -0.0018037102117667337 0.0056820322980583454
leaf_weight=65 46 74 46 49 61 2715 57 46 50 48 46 76 59 51 83 56 47 51
leaf_count=65 46 74 46 49 61 2715 57 46 50 48 46 76 59 51 83 56 47 51
internal_value=0 -0.00185732 -0.00493279 0.000180224 0.000108075 -0.00010967 0.00193424 -0.000189007 0.00171097 0.00480248 0.00247674 1.71059e-05 0.000132049 0.00366716 -6.63745e-06 0.00414935 -0.000207543 0.00208358
internal_weight=0 264 92 3462 3413 3049 364 209 163 155 107 2984 2908 110 2798 113 172 98
internal_count=3726 264 92 3462 3413 3049 364 209 163 155 107 2984 2908 110 2798 113 172 98
is_linear=0
shrinkage=0.0995203


Tree=1604
num_leaves=17
num_cat=0
split_feature=10 17 3 2 3 18 8 3 9 3 1 1 35 2 5 9
split_gain=0.162096 0.16752 0.145902 0.277358 0.288138 0.199764 0.241699 0.391058 0.217944 0.182866 0.606495 0.163896 0.288183 0.154638 0.18609 0.0994857
threshold=0.090005000000000016 -0.56005499999999986 0.10850000000000003 -0.082644999999999982 0.11642500000000001 0.13266500000000003 1.0000000180025095e-35 0.11252000000000002 0.099610000000000018 0.10486500000000003 -0.0096349999999999995 0.27998000000000006 -1.0000000180025095e-35 0.10003000000000002 0.27608500000000008 0.085355000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 9 4 -4 6 7 -5 -7 11 -11 13 -13 14 -3 -1
right_child=-2 2 3 5 -6 8 -8 -9 -10 10 -12 12 -14 -15 -16 -17
leaf_value=0.0070964465913124055 -0.0041421336945678122 0.00035454970788388731 -0.010883404323124837 0.0073195384133459508 -0.0011928157551862443 -0.0085072965464498152 -0.0051386114607752352 -5.7015649362420147e-05 0.00034397322651832083 0.011800180424413092 -0.0016978483456516122 -0.0018827189453500114 0.0085377779629812727 -0.0043779680973309995 -0.0051692271069854892 0.00077634672695194875
leaf_weight=54 88 2331 54 84 70 57 70 465 53 57 78 46 61 75 62 46
leaf_count=54 88 2331 54 84 70 57 70 465 53 57 78 46 61 75 62 46
internal_value=0 0.000179961 6.69771e-05 -0.00106788 -0.00541952 -0.000326556 0.000366703 0.00107015 -0.00423515 0.000424486 0.00399526 0.000236962 0.00405029 7.13039e-05 0.000211093 0.00419739
internal_weight=0 3663 3563 853 124 729 619 549 110 2710 135 2575 107 2468 2393 100
internal_count=3751 3663 3563 853 124 729 619 549 110 2710 135 2575 107 2468 2393 100
is_linear=0
shrinkage=0.0995203


Tree=1605
num_leaves=8
num_cat=0
split_feature=10 1 8 27 7 7 17
split_gain=0.131435 0.14843 0.11243 0.090296 0.109821 0.143573 0.11465
threshold=0.090005000000000016 -0.55579999999999996 0.24614500000000003 -0.086859999999999993 0.086645000000000028 0.077685000000000018 0.53699500000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.0054414025055371804 -0.0037299074947945944 -0.0040337880782024627 -0.0038349191732553229 0.00032215042382428702 0.0042464455330272401 -0.0050415567865512087 -0.0033375405874364909
leaf_weight=52 88 50 71 3285 66 52 87
leaf_count=52 88 50 71 3285 66 52 87
internal_value=0 0.000161985 8.57318e-05 0.000164598 0.000224981 0.000147225 0.000227485
internal_weight=0 3663 3611 3540 3490 3424 3372
internal_count=3751 3663 3611 3540 3490 3424 3372
is_linear=0
shrinkage=0.0995203


Tree=1606
num_leaves=20
num_cat=0
split_feature=17 3 18 2 6 18 2 8 8 8 3 4 2 10 2 27 4 3 4
split_gain=0.125707 0.138614 0.219558 0.242632 0.272742 0.380978 0.226861 0.183577 0.367214 0.309971 0.158193 0.31159 0.164249 0.106837 0.305031 0.241004 0.108554 0.397203 0.226522
threshold=-0.5696199999999999 0.10850000000000003 0.15891500000000006 -0.081864999999999993 -0.080534999999999995 -0.110495 -0.076615000000000003 -0.071594999999999992 -0.23488499999999998 1.0000000180025095e-35 0.10486500000000003 0.10373000000000003 -0.078670000000000004 0.075585000000000027 -0.122295 0.07692000000000003 0.095545000000000033 0.014805000000000004 0.08858000000000002
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 -3 -6 -5 8 -8 -9 13 12 -12 14 -2 -15 18 -18 -16
right_child=1 2 -4 6 5 -7 7 9 -10 -11 11 -13 -14 15 16 -17 17 -19 -20
leaf_value=0.0044362661906250664 0.0070848283281414659 0.0021828412589787079 -0.0077089558220367511 0.0053062729553733992 0.00037866935053578978 -0.010706772240083469 0.00077483408819936108 0.0031121234798476513 -0.0062790666126128413 -0.0041700578516251389 0.0045539666761321559 0.0094416334695776299 -0.0034712910645932869 -0.0070313997436101654 0.00016323417394540035 0.0012015690857239154 0.00035624240136279206 -0.010099345331026808 0.0066313754004673564
leaf_weight=64 64 51 47 75 50 79 170 224 128 78 46 55 56 64 2167 78 153 47 55
leaf_count=64 64 51 47 75 50 79 170 224 128 78 46 55 56 64 2167 78 153 47 55
internal_value=0 -1.23004e-05 -0.00108474 -0.000719647 -0.00396633 -0.00640374 0.000144923 -0.000498882 -0.00225228 0.00122858 0.000334746 0.0034037 0.000139918 0.000151092 0.00030304 -0.0025033 0.000123496 -0.00209673 0.000323705
internal_weight=0 3687 902 855 180 129 675 600 298 302 2785 157 102 2628 2486 142 2422 200 2222
internal_count=3751 3687 902 855 180 129 675 600 298 302 2785 157 102 2628 2486 142 2422 200 2222
is_linear=0
shrinkage=0.0995203


Tree=1607
num_leaves=21
num_cat=0
split_feature=17 3 3 2 2 18 6 17 9 8 1 8 9 1 9 3 1 36 9 6
split_gain=0.101926 0.112381 0.207621 0.313769 0.228965 0.219561 0.222509 0.255228 0.198428 0.298343 0.286829 0.235242 0.184268 0.129131 0.145086 0.219879 0.379448 0.131304 0.17913 0.11745
threshold=-0.5696199999999999 0.10850000000000003 0.12212000000000002 -0.15197999999999998 -0.065999999999999989 0.10307000000000002 -0.068019999999999983 -0.059294999999999994 -0.093949999999999992 -0.045194999999999999 0.15756500000000004 0.10649000000000002 0.09649000000000002 0.50996500000000011 -0.093949999999999992 0.10486500000000003 -0.0096349999999999995 0.086430000000000021 -0.012169999999999999 -0.063485
decision_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 -3 19 6 7 -5 -6 10 -10 -11 -8 14 -2 17 -17 18 -16 -4
right_child=1 2 4 5 8 -7 12 -9 9 11 -12 -13 -14 -15 15 16 -18 -19 -20 -21
leaf_value=0.0039947680153590666 -0.0038964302739385882 -0.0097037482451723337 0.0079861328130366224 -0.0066174984480860798 0.003398071660511722 -0.0079938935603610893 0.0053777046444779117 0.00081388423321899399 -0.0091747836519254396 0.0050838188995614856 -0.00038687862018131213 -0.003890904529359418 -0.0013713372836558304 0.0048305889377647914 0.005459071019304932 0.0088397853090284861 -0.0011702979907742734 -0.0044162284310578243 8.162005929104402e-05 0.0011733281186183584
leaf_weight=64 83 53 52 95 89 46 81 88 78 75 70 47 79 61 63 78 72 62 2366 49
leaf_count=64 83 53 52 95 89 46 81 88 78 75 70 47 79 61 63 78 72 62 2366 49
internal_value=0 -1.09437e-05 -0.000976609 -0.00251724 0.000501956 -0.00153599 -0.000667532 -0.00303946 -0.00067374 -0.00201896 -0.00502387 0.00161963 0.00204025 0.00030152 0.000199797 0.000328842 0.00402949 0.000105672 0.00022143 0.00468902
internal_weight=0 3687 902 442 460 389 343 183 359 270 148 122 160 2785 2724 2641 150 2491 2429 101
internal_count=3751 3687 902 442 460 389 343 183 359 270 148 122 160 2785 2724 2641 150 2491 2429 101
is_linear=0
shrinkage=0.0995203


Tree=1608
num_leaves=25
num_cat=0
split_feature=0 3 17 6 9 3 20 9 9 30 3 27 0 29 6 3 1 0 17 6 1 1 5 1
split_gain=0.166637 0.355649 0.421124 0.729159 0.773993 0.290674 0.395122 0.295942 0.509405 0.333183 0.372075 0.246781 0.234991 0.231535 0.215023 0.237183 0.370167 0.214716 0.341947 0.182959 0.164338 0.521569 0.448663 0.0939321
threshold=-0.095339999999999994 0.090905000000000027 -0.088160000000000002 -0.096164999999999987 0.08073000000000001 0.096385000000000012 -0.012970000000000001 0.093825000000000033 0.085665000000000033 0.084540000000000018 0.10377500000000002 -1.0000000180025095e-35 -0.117355 1.0000000180025095e-35 0.097935000000000022 0.092510000000000023 -0.07825 -0.077624999999999986 -0.047785000000000001 0.094100000000000031 -0.37983499999999998 -0.15528499999999998 0.13648000000000002 -0.07825
decision_type=2 2 2 2 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 6 -3 8 9 10 -7 -2 -4 14 19 16 -16 -17 -19 20 22 -22 -13 -21
right_child=11 5 3 4 -6 7 -8 -9 -10 -11 -12 13 -14 -15 15 17 -18 18 -20 23 21 -23 -24 -25
leaf_value=-0.0023138300706843228 -0.0064526164923564919 -0.010407992255791958 -0.0051395164450154371 0.019941091130924776 0.0048743339359372199 0.010815858363479994 0.0012988728458745093 0.0063702492436231752 -0.0083089952401951377 -0.0056314992058229159 0.0011839009355620357 0.010788167492224996 0.0045607407819452366 0.0067789205063256532 -0.00058485107458414241 0.0038159922638086518 -0.012485096311258484 -0.0078634024164793547 0.00020659517569565966 0.0076904843224079597 -0.0096287133526005899 3.3987043626609424e-05 0.00033695759429826244 0.0016683651475139641
leaf_weight=77 60 57 51 55 88 48 57 85 63 55 232 51 48 49 54 75 50 75 169 46 57 1880 202 59
leaf_count=77 60 57 51 55 88 48 57 85 63 55 232 51 48 49 54 75 50 75 169 46 57 1880 202 59
internal_value=0 0.00140615 0.00408883 0.00612943 0.010675 -2.59372e-05 -0.00454738 0.00103954 -9.68704e-05 0.00144506 0.00283802 -0.000138195 -0.000428093 -9.76111e-07 -0.000123505 -0.00218553 -0.006314 -0.000837003 -0.00227058 0.000256197 6.1251e-05 -0.000249934 0.00244696 0.00431443
internal_weight=0 916 319 242 143 597 114 483 398 335 280 2827 99 2767 2718 423 104 319 244 2295 2190 1937 253 105
internal_count=3743 916 319 242 143 597 114 483 398 335 280 2827 99 2767 2718 423 104 319 244 2295 2190 1937 253 105
is_linear=0
shrinkage=0.0995203


Tree=1609
num_leaves=33
num_cat=0
split_feature=9 9 7 3 0 18 8 8 3 1 3 4 18 21 26 6 3 3 3 6 3 18 26 1 0 6 21 21 21 26 18 6
split_gain=0.139022 0.334264 0.249381 0.211006 0.360259 0.307898 0.464961 0.508614 0.269744 0.434392 0.416753 0.266841 0.337332 0.248566 0.421787 0.197956 0.749558 0.389266 0.192214 0.15117 0.384196 0.348227 0.201253 0.264382 0.172047 0.134955 0.139776 0.482043 0.450749 0.12591 0.11461 0.110275
threshold=0.083760000000000015 0.083925000000000013 0.083780000000000021 0.11604000000000002 -0.0033699999999999997 -0.025879999999999997 -0.087245000000000003 -0.070649999999999991 0.082130000000000022 -0.012224999999999998 0.098000000000000018 0.13584500000000002 -0.040349999999999997 0.08708500000000001 0.084100000000000022 -0.097455 0.094285000000000022 0.09304500000000003 0.12461000000000003 0.097935000000000022 0.094185000000000033 -0.073454999999999993 0.096980000000000025 -0.066524999999999987 -0.065229999999999996 0.094100000000000031 0.085955000000000018 0.08927000000000003 0.08241500000000003 0.11215000000000001 -0.12881499999999999 -0.40707999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 8 13 -8 -1 10 30 12 -5 14 -7 16 -9 -17 -14 25 21 -21 23 -22 -24 26 28 -28 -3 -27 -10 -13
right_child=1 2 -4 4 -6 6 7 15 9 -11 -12 31 18 -15 -16 17 -18 -19 -20 20 22 -23 24 -25 -26 29 27 -29 -30 -31 -32 -33
leaf_value=0.0060577571220293263 -0.0085967949634740623 -1.5408483792321253e-05 -0.007142050343930781 0.0054375510269035416 -0.008080769900375059 0.0068516840995284404 0.014319657326505834 -0.0080583678739660214 -0.0068450010032503712 -0.010394051333144014 0.0074713657308091656 0.0013393089356134389 0.00051607106985364988 -0.004870945987279854 -0.0047530594160952646 0.010213558432521343 0.009268088323572966 0.00092523156629722417 -0.0069131505119164821 -0.00040975546923582054 0.0087214418004016008 -0.010737679213769426 -0.0047429240569129829 -0.0010267050218377989 0.0019608187165692731 0.006845767538618929 0.00727435237931328 0.00026074891751543753 -0.0096645901147337267 0 -0.00045615245278588895 0.0081109826697055472
leaf_weight=47 46 1173 48 50 58 79 56 51 49 50 53 47 56 76 51 96 48 84 89 59 54 72 87 56 67 61 114 655 50 47 65 49
leaf_count=47 46 1173 48 50 58 79 56 51 49 50 53 47 56 76 51 96 48 84 89 59 54 72 87 56 67 61 114 655 50 47 65 49
internal_value=0 -0.000188885 -3.64738e-05 0.00112434 -0.000917868 0.00201073 0.00337064 0.00565866 -0.000772957 -0.00225619 0.00017539 0.000506977 -0.00160439 -0.000346189 0.00229276 0.00391732 0.00033407 0.00588356 -0.00403829 9.98987e-05 -0.00168583 -0.00609242 0.000497668 0.00375131 -0.00182105 0.000436176 0.000249972 0.00130154 -0.000410566 0.00386303 -0.00320942 0.00480421
internal_weight=0 2589 2543 1154 349 805 541 335 264 217 167 291 195 206 130 279 99 180 145 2495 395 131 264 110 154 2100 1992 769 1223 108 114 96
internal_count=3743 2589 2543 1154 349 805 541 335 264 217 167 291 195 206 130 279 99 180 145 2495 395 131 264 110 154 2100 1992 769 1223 108 114 96
is_linear=0
shrinkage=0.0995203


Tree=1610
num_leaves=23
num_cat=0
split_feature=4 2 9 21 21 21 2 5 21 20 21 3 3 3 4 3 20 2 3 2 4 9
split_gain=0.140481 0.134269 0.242052 0.162765 0.395376 0.230195 0.176317 0.158061 0.156978 0.199823 0.174747 0.147996 0.615511 0.218883 0.362199 0.209835 0.294129 0.500798 0.244508 0.270991 0.233935 0.139488
threshold=0.15340500000000004 -0.037414999999999997 0.14318500000000003 0.086690000000000017 0.08927000000000003 0.08500000000000002 -0.069129999999999983 -0.082179999999999989 0.096415000000000015 -0.082220000000000001 0.10940500000000002 0.089395000000000016 0.085910000000000028 0.081225000000000019 0.10947000000000003 0.096385000000000012 -0.084474999999999995 0.11665500000000002 0.11523000000000001 -0.0083149999999999995 0.10172500000000002 0.11479000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 9 -6 -10 12 13 14 -3 -13 17 -17 20 -20 -18 -8
right_child=-2 11 -4 4 8 -7 21 -9 10 -11 -12 15 -14 -15 -16 16 18 -19 19 -21 -22 -23
leaf_value=0.0017679057420694172 -0.0045418000997572028 0.009240541712500383 -0.0070773905589417022 0.0074259048391917505 -0.007564403768615279 -0.0067286215856479578 -0.0064872653246035739 -0.00050252713670753354 0.0034248917958064231 -0.00016177248105354283 -0.00031961332754645627 -0.0039248058220385422 0.012172099994223229 -0.0048926767285441602 -0.0012744213546166301 -0.010839948511605683 0.0019179317204773478 0.0033086298323583762 0.0066985933155422565 -0.0011579234191389546 0.0088586139306500132 0.00037701527841333939
leaf_weight=391 61 52 48 91 47 56 77 1360 229 157 267 90 60 52 86 49 110 50 54 223 86 47
leaf_count=391 61 52 48 91 47 56 77 1360 229 157 267 90 60 52 86 49 110 50 54 223 86 47
internal_value=0 0.000272953 -7.16049e-05 5.16352e-05 0.00125431 -0.000440595 -0.000252356 3.99524e-06 0.000450832 -0.00187129 0.00140755 0.00132037 0.00338399 0.000604482 0.00268181 0.000539822 0.00124373 -0.00368593 0.00227725 0.000370717 0.00496751 -0.00387888
internal_weight=0 3682 2770 2722 791 1931 1875 1751 700 204 496 912 250 190 138 662 572 99 473 277 196 124
internal_count=3743 3682 2770 2722 791 1931 1875 1751 700 204 496 912 250 190 138 662 572 99 473 277 196 124
is_linear=0
shrinkage=0.0995203


Tree=1611
num_leaves=20
num_cat=0
split_feature=0 3 3 6 7 27 29 18 21 6 6 6 20 23 6 9 6 36 0
split_gain=0.118831 0.287996 0.411593 0.386946 0.289914 0.212123 0.195778 0.189462 0.285591 0.154531 0.48465 0.531185 0.294799 0.140792 0.148918 0.233692 0.194862 0.17012 0.261672
threshold=-0.095339999999999994 0.088285000000000016 0.086850000000000024 -0.095324999999999993 0.073820000000000011 -1.0000000180025095e-35 1.0000000180025095e-35 -0.090899999999999995 -0.084759999999999988 -0.074054999999999996 -0.092034999999999992 -0.099455000000000002 -0.048779999999999997 -0.051274999999999994 -0.14765999999999999 0.10814500000000002 -0.36821999999999994 0.086430000000000021 0.061855000000000014
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 -2 13 -3 -9 10 11 -10 -11 -7 15 16 -15 18 -16
right_child=5 7 -4 4 -6 6 -8 8 9 12 -12 -13 -14 14 17 -17 -18 -19 -20
leaf_value=-0.0031629689440898895 -0.0059983827402434993 0.0057362120132771694 0.012444115779294091 0.0098995605203778102 -3.6187833518129474e-05 0.0052118400551592961 0.0062175118965457467 -0.0077009754779643093 -0.00094566769468572677 0.0079377066051113283 -0.0089019690956505734 0.010140766544107664 -0.0008119650974811449 0.0035752213338746557 -0.00021025886715407056 -0.0090748760239774753 -0.0048011226982572512 -0.0057869653512747686 0.003741015970156462
leaf_weight=82 60 54 47 69 50 48 49 49 297 66 62 50 90 54 2284 47 56 50 179
leaf_count=82 60 54 47 69 50 48 49 49 297 66 62 50 90 54 2284 47 56 50 179
internal_value=0 0.00116005 0.00405626 0.00209084 0.005718 -0.000144087 -1.6846e-05 8.35859e-05 -0.000412218 0.000218456 -0.000796447 0.000649443 0.00288457 -0.00012954 -0.000225872 -0.00319949 -0.000681657 -3.97683e-05 7.65701e-05
internal_weight=0 916 248 201 119 2827 2767 668 614 565 409 347 156 2718 2670 157 110 2513 2463
internal_count=3743 916 248 201 119 2827 2767 668 614 565 409 347 156 2718 2670 157 110 2513 2463
is_linear=0
shrinkage=0.0995203


Tree=1612
num_leaves=14
num_cat=0
split_feature=18 17 0 9 0 5 0 17 9 1 1 1 2
split_gain=0.180862 0.162273 0.285136 0.188246 0.151721 0.130572 0.132775 0.163207 0.360451 0.379765 0.147667 0.247463 0.110191
threshold=-0.22342499999999998 -0.46992499999999998 -0.067059999999999995 0.098720000000000016 0.16362500000000005 -0.55105499999999996 -0.23177499999999998 0.28919000000000006 0.086315000000000017 -0.050379999999999994 -0.49837999999999999 -0.14482999999999999 0.096520000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 -7 10 -9 -10 12 -12 -8
right_child=4 2 3 -5 -6 6 7 8 9 -11 11 -13 -14
leaf_value=-0.0069384676150013782 0.0054170745073464192 -0.0055567165400998014 0.0069813979306382369 -0.0018241110502323209 0.0058936939738359678 -0.003815996430325084 -0.0045738171811631418 -0.009882899124286389 -0.0047702955276548217 0.0022662873803133885 0.0042305338596590296 0.0005002384753295489 0.00064447295429492584
leaf_weight=60 49 74 49 47 49 78 93 46 124 196 189 2607 70
leaf_count=60 49 74 49 47 49 78 93 46 124 196 189 2607 70
internal_value=0 -0.00248682 -0.000910834 0.00266184 0.000393859 0.000315554 0.000241856 0.000337294 -0.00164464 -0.000457831 0.000582717 0.000752686 -0.00232781
internal_weight=0 230 170 96 3501 3452 3403 3325 366 320 2959 2796 163
internal_count=3731 230 170 96 3501 3452 3403 3325 366 320 2959 2796 163
is_linear=0
shrinkage=0.0995203


Tree=1613
num_leaves=17
num_cat=0
split_feature=18 5 21 0 5 0 17 3 5 0 2 2 3 0 3 3
split_gain=0.148513 0.200049 0.358267 0.12349 0.10629 0.131613 0.260332 0.248218 0.253671 0.224982 0.383986 0.34387 0.246006 0.490962 0.281372 0.154703
threshold=-0.24085499999999999 0.5124350000000002 0.11639500000000003 0.16362500000000005 -0.55105499999999996 -0.088484999999999994 -0.17385999999999999 0.12015500000000003 -0.0050400000000000002 -0.086304999999999993 -0.085804999999999992 -0.083254999999999982 0.08622500000000001 -0.085605000000000001 0.086965000000000028 0.13345500000000002
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 -6 8 -8 10 -7 -12 13 -11 -14 -9
right_child=3 2 -4 -5 5 9 7 15 -10 12 11 -13 14 -15 -16 -17
leaf_value=-0.0062574138093532553 0.0048779663739371955 -0.0067812929681740058 0.0043741070127764807 0.0053071526078439886 0.0049457263078469928 0.010861129326954513 2.7655955495471683e-05 -0.0091472677484411517 -0.0057283351896148336 -0.011540927979560509 -0.0053638840826365219 0.0042459389526041556 0.007289365679675518 -0.00063070843360315469 0.00060405834454037896 -0.0023015709288625305
leaf_weight=81 49 46 75 49 77 55 875 54 83 46 53 121 65 367 1551 84
leaf_count=81 49 46 75 49 77 55 875 54 83 46 53 121 65 367 1551 84
internal_value=0 -0.00242937 0.000126445 0.000344959 0.000274853 0.000208875 -0.000645965 -0.00103956 -0.000470182 0.000653315 0.00361063 0.0013141 0.000319138 -0.00184787 0.000873467 -0.00498626
internal_weight=0 202 121 3529 3480 3431 1173 1096 958 2258 229 174 2029 413 1616 138
internal_count=3731 202 121 3529 3480 3431 1173 1096 958 2258 229 174 2029 413 1616 138
is_linear=0
shrinkage=0.0995203


Tree=1614
num_leaves=15
num_cat=0
split_feature=18 0 2 21 18 0 7 19 8 3 19 8 0 2
split_gain=0.121486 0.125053 0.34396 0.165649 0.101296 0.100241 0.0988778 0.12831 0.202756 0.195103 0.151035 0.438269 0.110941 0.0624583
threshold=-0.22342499999999998 -0.044789999999999996 -0.065999999999999989 0.11639500000000003 -0.14734 -0.23177499999999998 -0.073114999999999999 0.11174500000000002 -0.0077949999999999998 0.09049500000000002 0.095150000000000026 -0.086064999999999989 0.15238000000000004 0.11665500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 13 -7 10 9 -9 12 -12 -8 -6
right_child=4 -3 -4 -5 5 6 7 8 -10 -11 11 -13 -14 -15
leaf_value=-0.004694926544147833 0.0039152831032502325 0.0025293077240997114 -0.010665201114018736 0.0022912180314322277 -0.00558521185045189 0.0043023802234550415 0.00019213929776763401 0.005311862716601271 -0.0067816688383518439 -0.0024166415509215135 -0.0018790851105080753 0.010201894613860793 0.004414899184284355 -0.00043334045877076952
leaf_weight=59 76 47 46 78 46 61 2869 46 64 109 62 57 63 48
leaf_count=59 76 47 46 78 46 61 2869 46 64 109 62 57 63 48
internal_value=0 -0.00203995 -0.00321795 -0.000711439 0.000320932 0.000240935 0.0003316 0.000257277 -0.00206893 -0.000117739 0.00042452 0.00390073 0.000283153 -0.00296318
internal_weight=0 230 183 137 3501 3425 3331 3270 219 155 3051 119 2932 94
internal_count=3731 230 183 137 3501 3425 3331 3270 219 155 3051 119 2932 94
is_linear=0
shrinkage=0.0995203


Tree=1615
num_leaves=15
num_cat=0
split_feature=18 5 20 5 0 4 29 5 5 3 4 21 3 21
split_gain=0.104593 0.157489 0.279438 0.0887694 0.119713 0.465051 0.269793 0.224138 0.326799 0.31145 0.336057 0.206779 0.179101 0.174952
threshold=-0.24085499999999999 0.5124350000000002 -0.076005000000000003 -0.55105499999999996 -0.088484999999999994 0.14903500000000006 -0.085135000000000002 0.022285000000000003 -0.0050400000000000002 0.12015500000000003 0.087495000000000031 -0.085574999999999998 0.13640000000000005 -0.032929999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 7 6 -6 8 9 10 -5 -8 -11 -13
right_child=3 2 -4 4 5 -7 11 -9 -10 12 -12 13 -14 -15
leaf_value=-0.0054409284238120222 0.0044912722815222822 -0.0048377259380035969 0.0047428173466855586 -0.0010536509520386722 -0.0069540166019963386 0.009946479970241083 0.0056885997466966567 0.0041482221025806697 -0.0074242913937974655 -0.0096615241737999756 0.0033132191126118808 -0.0039650481662101356 -0.0019555953124116478 0.00059090389743738248
leaf_weight=81 49 57 64 647 48 52 76 91 73 52 239 87 71 2044
leaf_count=81 49 57 64 647 48 52 76 91 73 52 239 87 71 2044
internal_value=0 -0.00204419 0.000222903 0.000284011 0.000224536 0.000640922 0.000425974 -0.000593694 -0.000993263 -0.000527174 0.000123396 0.000586852 -0.00522004 0.000404519
internal_weight=0 202 121 3529 3480 2307 2255 1173 1082 1009 886 2207 123 2131
internal_count=3731 202 121 3529 3480 2307 2255 1173 1082 1009 886 2207 123 2131
is_linear=0
shrinkage=0.0995203


Tree=1616
num_leaves=17
num_cat=0
split_feature=0 7 3 3 3 18 2 17 0 6 3 2 6 9 18 0
split_gain=0.137512 0.192324 0.113433 0.307817 0.24509 0.197437 0.160698 0.24833 0.233049 0.125963 0.169827 0.162482 0.119244 0.254113 0.161227 0.057145
threshold=0.15834000000000004 -0.24176 0.11492500000000001 0.11360500000000003 0.13547000000000003 -0.24388499999999999 -0.080254999999999993 -0.45712999999999998 -0.057604999999999996 -0.036009999999999993 0.14940500000000004 -0.0083149999999999995 0.090845000000000023 0.10199500000000002 -0.15202999999999997 -0.065519999999999981
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 -3 -4 -8 -9 10 15 -11 14 -14 -7 -6
right_child=-2 2 4 -5 9 12 7 8 -10 11 -12 -13 13 -15 -16 -17
leaf_value=0.0062200985421453107 -0.0047583291862241649 0.0053936394204571426 0.0064213484289028433 -0.0079575803342175032 -7.5178193720530371e-05 -0.0055739886521495273 -0.004196255806951015 0.0051224305078891074 -0.0028292443633923334 0.00029388065274418444 0.0037250024433655047 -0.0076924854603343104 0.0013517075289825138 -0.005774090468826769 -0.00061605163797946066 -0.0049525416962203162
leaf_weight=47 64 59 90 53 50 67 58 151 48 47 83 54 600 54 2192 46
leaf_count=47 64 59 90 53 50 67 58 151 48 47 83 54 600 54 2192 46
internal_value=0 -0.000104996 -0.000186622 -0.000439327 0.00103126 -0.000304978 0.00279943 0.00152787 0.00320032 -0.00115708 0.000424369 -0.00396795 -0.000420679 0.000762087 -0.000763462 -0.00242078
internal_weight=0 3699 3652 3025 627 2972 347 257 199 280 179 101 2913 654 2259 96
internal_count=3763 3699 3652 3025 627 2972 347 257 199 280 179 101 2913 654 2259 96
is_linear=0
shrinkage=0.0995203


Tree=1617
num_leaves=8
num_cat=0
split_feature=0 7 6 18 20 17 3
split_gain=0.111499 0.155952 0.101881 0.165914 0.120675 0.112877 0.0852752
threshold=0.15834000000000004 -0.24176 0.23663500000000004 -0.47082499999999999 -0.23803499999999997 -0.56655999999999984 0.083875000000000019
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=0.0056010732049599056 -0.0042847788016752708 0.0058321203885773566 -0.004629960435894696 0.0046708573262973655 -0.0041253372191750156 -0.0016034763067613684 1.501767275305969e-06
leaf_weight=47 64 46 50 50 73 367 3066
leaf_count=47 64 46 50 50 73 367 3066
internal_value=0 -9.4569e-05 -0.000168094 -0.000105931 -0.000182975 -0.00025243 -0.000169838
internal_weight=0 3699 3652 3602 3556 3506 3433
internal_count=3763 3699 3652 3602 3556 3506 3433
is_linear=0
shrinkage=0.0995203


Tree=1618
num_leaves=10
num_cat=0
split_feature=0 7 4 4 8 1 18 1 4
split_gain=0.0904104 0.126456 0.104585 0.117517 0.102796 0.167484 0.43915 0.191724 0.0566592
threshold=0.15834000000000004 -0.24176 0.14996500000000004 0.13752500000000004 -0.51030999999999993 -0.50158499999999984 -0.025879999999999997 -0.40145499999999995 0.14154500000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -7 -5
right_child=-2 2 -4 8 5 7 -8 -9 -10
leaf_value=0.0050436534721691002 -0.0038583573783544742 0.0042167972032106068 -0.0041392461159545984 0.0058853284924650136 0.00071201209844471564 0.0050192273841559243 -0.010656441530202903 -0.00020869073385630199 0.00099817846692499602
leaf_weight=47 64 52 64 46 89 71 54 3227 49
leaf_count=47 64 52 64 46 89 71 54 3227 49
internal_value=0 -8.51134e-05 -0.000151343 -7.99817e-05 -0.000174133 -0.000240727 -0.00357525 -9.58948e-05 0.00337321
internal_weight=0 3699 3652 3588 3493 3441 143 3298 95
internal_count=3763 3699 3652 3588 3493 3441 143 3298 95
is_linear=0
shrinkage=0.0995203


Tree=1619
num_leaves=12
num_cat=0
split_feature=35 4 11 3 17 2 8 3 3 3 8
split_gain=0.0748413 0.11279 0.0858414 0.107066 0.194801 0.409465 0.222905 0.191173 0.152306 0.251936 0.197202
threshold=0.004000000000000001 0.15615500000000004 -0.15300499999999997 0.11926500000000002 0.16421000000000005 0.25779000000000007 0.10649000000000002 0.11741000000000003 0.11492500000000001 0.11360500000000003 -0.068099999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -5 8 9 -4 -10
right_child=-2 -3 3 4 -6 -7 -8 -9 10 -11 -12
leaf_value=-0.0041612589477624329 -0.0040394992332533318 0.0047599177968256556 -0.00018721471728264894 0.003312301601520727 0.007301168662082985 -0.0065527461864532096 -0.0039399211189088514 -0.0062132421400302789 -0.0010127990368322239 -0.0070467004319733099 0.0079597118674318776
leaf_weight=52 48 47 2989 259 49 65 50 53 46 54 51
leaf_count=52 48 47 2989 259 49 65 50 53 46 54 51
internal_value=0 -8.38869e-05 -0.000146176 -8.82109e-05 0.00139929 0.000623861 0.00213615 -0.000285528 -0.000185213 -0.00030921 0.00369627
internal_weight=0 3715 3668 3616 423 374 309 3193 3140 3043 97
internal_count=3763 3715 3668 3616 423 374 309 3193 3140 3043 97
is_linear=0
shrinkage=0.0995203


Tree=1620
num_leaves=10
num_cat=0
split_feature=12 19 11 4 4 4 4 29 29
split_gain=0.190929 0.113738 0.0981321 0.212354 0.30327 0.1337 0.337874 0.174887 0.0993441
threshold=0.094205000000000025 -0.10411999999999999 -0.11166 0.13954000000000003 0.13424500000000003 0.11092500000000002 0.11785500000000003 -0.011859999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 7 -7 -4 -3
right_child=-2 2 3 -5 -6 6 -8 -9 -10
leaf_value=0.0040065087452527525 -0.0058423592811031894 -0.00039791514604055588 0.0029901818868423597 -0.0051351892218568142 0.0072708908638390206 -0.0066579828413224889 0.00095604175475339111 -0.00025577231275311337 0.0058096353900698684
leaf_weight=66 58 48 174 86 54 107 125 2975 54
leaf_count=66 58 48 174 86 54 107 125 2975 54
internal_value=0 -8.72433e-05 -0.000162045 -0.000250415 -0.000127879 -0.000246291 -0.00255207 -7.6155e-05 0.00288041
internal_weight=0 3689 3623 3521 3435 3381 232 3149 102
internal_count=3747 3689 3623 3521 3435 3381 232 3149 102
is_linear=0
shrinkage=0.0995203


Tree=1621
num_leaves=19
num_cat=0
split_feature=12 6 6 20 20 20 21 17 0 23 23 4 3 21 4 7 27 2
split_gain=0.154817 0.0981138 0.238292 0.496311 0.236455 0.225733 0.21345 0.183061 0.270132 0.303925 0.299703 0.144742 0.462783 0.268263 0.289853 0.270979 0.236494 0.183478
threshold=0.094205000000000025 -0.03764 -0.064579999999999985 -0.070634999999999989 -0.089994999999999992 -0.046829999999999997 0.094920000000000018 -0.53166999999999998 -0.071799999999999989 0.086085000000000023 -0.033219999999999993 0.10606500000000003 0.11275500000000002 0.09266000000000002 0.098515000000000019 0.077685000000000018 0.07692000000000003 0.14153500000000005
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 -1 -6 9 -9 -10 13 -13 14 15 16 -3 -14
right_child=-2 11 3 5 7 -7 -8 8 10 -11 -12 12 17 -15 -16 -17 -18 -19
leaf_value=0.00035661729356275217 -0.0052609264334128039 -0.00023633905766038869 -0.0014272548140804558 0.01378795709194199 0.0051201407410750733 0.0041029275384176691 0.0083098285647776951 -0.00035399533442344024 0.0029776975196515554 0.0079439951387628039 -0.0060915191249540333 -0.009386497856769262 0.0047930743597517349 -0.0064535233820297282 0.0059351582874669021 -0.0061157828388707907 0.0069178397754814623 -0.0034633155588282435
leaf_weight=73 58 1738 90 47 57 49 62 880 47 46 154 72 57 67 77 76 47 50
leaf_count=73 58 1738 90 47 57 49 62 880 47 46 154 72 57 67 77 76 47 50
internal_value=0 -7.85166e-05 0.000539494 0.00387433 6.86083e-05 0.00885309 0.00401527 -0.0003807 -0.000659641 5.73322e-05 -0.00396678 -0.000504764 -0.0032167 -0.000262243 -4.77772e-05 -0.000295765 -4.75069e-05 0.000927298
internal_weight=0 3689 1505 186 1319 96 135 1184 1127 926 201 2184 179 2005 1938 1861 1785 107
internal_count=3747 3689 1505 186 1319 96 135 1184 1127 926 201 2184 179 2005 1938 1861 1785 107
is_linear=0
shrinkage=0.0995203


Tree=1622
num_leaves=12
num_cat=0
split_feature=12 17 2 2 17 0 8 3 2 4 18
split_gain=0.125537 0.0895403 0.162265 0.248723 0.136023 0.107965 0.337552 0.161469 0.128054 0.201785 0.115704
threshold=0.094205000000000025 0.51174000000000019 -0.077604999999999993 -0.070354999999999987 0.41435500000000008 0.11291000000000002 -0.0073049999999999999 -0.02172 0.42989000000000011 0.13881500000000005 -0.046804999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 -7 -1 9 -9 -8
right_child=-2 2 3 -5 -6 6 10 8 -10 -11 -12
leaf_value=0.0053921035896070868 -0.0047373580302441376 -0.0017594568759507832 0.0091973466756838703 -0.00029679591293629056 -0.0040896705990091601 -0.0090274857297976685 -0.0029265769973895726 8.9055310525881739e-06 0.0051098437715940657 -0.0049064257144854663 0.0033808420177414279
leaf_weight=55 58 66 55 54 86 54 53 3071 47 85 63
leaf_count=55 58 66 55 54 86 54 53 3071 47 85 63
internal_value=0 -7.06363e-05 0.00212609 0.00448632 -0.000180268 -8.1952e-05 -0.00252706 4.53806e-05 -4.61746e-05 -0.000123219 0.000491947
internal_weight=0 3689 175 109 3514 3428 170 3258 3203 3156 116
internal_count=3747 3689 175 109 3514 3428 170 3258 3203 3156 116
is_linear=0
shrinkage=0.0995203


Tree=1623
num_leaves=25
num_cat=0
split_feature=19 2 19 2 17 0 17 8 9 9 17 2 9 2 17 2 2 17 26 2 10 0 4 4
split_gain=0.101435 0.0889237 0.197791 0.169828 0.780375 0.665846 0.75769 0.69381 0.52047 0.234946 0.199606 0.504066 0.323336 0.292713 0.259886 0.229981 0.572709 0.5404 0.141295 0.154093 0.427548 0.436568 0.20689 0.169733
threshold=-0.10411999999999999 -0.085944999999999994 0.10735500000000002 -0.082294999999999993 -0.065004999999999993 -0.087184999999999999 0.0084900000000000028 -0.082739999999999994 0.085945000000000021 0.086375000000000021 -0.087329999999999991 -0.081055000000000002 0.10814500000000002 -0.079149999999999984 -0.081244999999999998 -0.081055000000000002 -0.080069999999999988 -0.0030799999999999998 0.10038000000000001 -0.15544499999999997 0.077165000000000025 -0.10942499999999999 0.087790000000000021 0.10684000000000003
decision_type=2 2 2 2 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 9 8 7 -7 -6 -3 11 -5 13 -13 -12 17 -17 -16 19 22 21 -21 -2 -24
right_child=1 3 -4 10 5 6 -8 -9 -10 -11 14 12 -14 -15 15 16 -18 -19 -20 20 -22 -23 23 -25
leaf_value=0.0037375042441763276 -0.0088431613557775346 0.0034143239393282033 -0.0062073748962820944 -0.010478830184792559 -0.00010648993371252467 -0.015437496892842531 0.0048228531286434468 -0.0014578885735934482 0.012717018291312752 0.011049638825323303 0.0065660282434165107 0.0047120024667716377 0.0060936313503842663 -0.002908221713366215 0.008591171620462891 -0.0067598389055627001 0.00020423812413827044 -0.0025967438063193766 0.0042010900174681426 -0.010319404964241129 0.008403302591916793 -0.00021401075487538032 0.0016641676848124824 -0.0058368069544715104
leaf_weight=66 52 76 68 61 90 72 59 69 48 85 62 58 58 356 93 128 1354 79 56 46 52 535 74 50
leaf_count=66 52 76 68 61 90 72 59 69 48 85 62 58 58 356 93 128 1354 79 56 46 52 535 74 50
internal_value=0 -0.000198419 -0.00103796 8.63226e-05 0.00174749 -0.000966606 -0.00463773 -0.00860222 0.00434793 0.00745048 -0.000281886 -0.00196433 -0.000862209 -0.00183868 0.000240215 2.59769e-06 -0.000396695 0.00344778 -0.000630627 -0.000966097 -0.000240469 -0.0010155 -0.00357123 -0.00135382
internal_weight=0 3681 933 2748 499 338 200 141 138 161 2249 533 472 414 1716 1654 1482 172 865 809 633 581 176 124
internal_count=3747 3681 933 2748 499 338 200 141 138 161 2249 533 472 414 1716 1654 1482 172 865 809 633 581 176 124
is_linear=0
shrinkage=0.0995203


Tree=1624
num_leaves=13
num_cat=0
split_feature=13 5 19 27 3 3 30 5 8 8 9 8
split_gain=0.209682 0.152062 0.126406 0.125638 0.110413 0.294432 0.21669 0.192547 0.183226 0.104445 0.205752 0.175926
threshold=0.089365000000000014 -0.54885499999999998 0.14061500000000002 0.087140000000000009 0.14530500000000005 0.12131500000000002 0.084540000000000018 -0.39954499999999998 -0.26194999999999996 -0.082654999999999992 -0.073629999999999987 -0.099434999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -7 -6 11 -11 -5
right_child=-2 2 -4 9 8 7 -8 -9 -10 10 -12 -13
leaf_value=-0.0053179069814198012 0.0064121891614859396 -0.00020510131259430281 0.0048065155272427338 -0.00022613274314687594 -0.0013066959756143815 0.00067485742310719203 -0.0045399293112382 -0.0063687434584030729 0.0058874152616433494 -0.0050513392445979645 0.0033919533121937293 0.0066280940635694381
leaf_weight=60 46 2860 48 68 71 53 119 138 69 53 62 81
leaf_count=60 46 2860 48 68 71 53 119 138 69 53 62 81
internal_value=0 -0.000348073 -0.00026552 -0.000333868 -0.000500702 -0.000621697 -0.000378536 -0.00440995 0.00223313 0.00175477 -0.000492185 0.0034945
internal_weight=0 3682 3622 3574 3310 3170 2979 191 140 264 115 149
internal_count=3728 3682 3622 3574 3310 3170 2979 191 140 264 115 149
is_linear=0
shrinkage=0.0995203


Tree=1625
num_leaves=22
num_cat=0
split_feature=12 5 20 26 2 21 1 5 1 26 9 22 20 5 21 20 20 5 2 20 20
split_gain=0.159175 0.113742 0.113326 0.102847 0.221838 0.194537 0.324827 0.716405 0.327489 0.307994 0.302535 0.286891 0.386821 0.184185 0.166219 0.574608 0.337821 0.323181 0.243167 0.213109 0.0825477
threshold=0.097490000000000021 -0.52356999999999998 -0.042414999999999994 0.084645000000000012 -0.13088999999999998 0.10168500000000003 -0.016029999999999999 -0.0042299999999999994 -0.023499999999999997 -0.066534999999999997 -0.0060949999999999997 0.098480000000000026 -0.06916499999999999 -0.013944999999999999 0.10384500000000002 -0.077394999999999992 -0.077154999999999987 0.26411500000000004 -0.081559999999999994 -0.070634999999999989 -0.044334999999999999
decision_type=2 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 6 8 13 10 20 -3 12 -11 -8 16 -16 18 -18 -6 -17 -7
right_child=-2 3 -4 4 14 9 7 -9 -10 11 -12 -13 -14 -15 15 19 17 -19 -20 -21 -22
leaf_value=-0.0056255569917739159 0.0052285879746065663 -0.0050661118013921981 -0.00037614168129274583 0.0045732852316793171 -0.0070813744874958558 -0.00029583369896019529 0.0020258106018307999 0.012016944345619901 -0.0087965704764300726 -0.0020884757412204472 0.0010828558666198084 0.00030906115431866295 -0.014882422294564525 -0.0033533354515380268 0.0087389942261685075 -0.0073635541612196379 -0.00027308631741248933 -0.0086717682686860403 -0.0014613458295443279 0.00049231427655532008 0.0048380811540488285
leaf_weight=78 52 97 86 77 150 81 502 70 46 48 433 63 46 72 76 47 1326 47 156 125 50
leaf_count=78 52 97 86 77 150 81 502 70 46 48 433 63 46 72 76 47 1326 47 156 125 50
internal_value=0 -0.000315675 -0.00287781 -0.000195798 -0.000663135 0.000424709 0.000974349 0.00251041 -0.00074163 -0.00190079 -4.0977e-05 -0.00487496 -0.00835806 0.00134965 -0.000872799 0.00153071 -0.0012283 -0.000561183 -0.00421894 -0.00164959 0.00165743
internal_weight=0 3676 164 3512 2004 1508 1220 644 576 288 530 157 94 574 1927 248 1679 1373 306 172 131
internal_count=3728 3676 164 3512 2004 1508 1220 644 576 288 530 157 94 574 1927 248 1679 1373 306 172 131
is_linear=0
shrinkage=0.0995203


Tree=1626
num_leaves=8
num_cat=0
split_feature=13 35 36 9 4 2 8
split_gain=0.150566 0.11897 0.0976651 0.15996 0.23394 0.113807 0.210428
threshold=0.089365000000000014 -0.084584999999999994 0.084475000000000022 -0.25326499999999996 0.14602500000000004 0.31534000000000012 -0.36115499999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.0053156280928860541 0.0054430972602943044 -0.0053529853208081294 0.0031732447680833721 0.0049714887292512423 0.0066157167700977406 -0.0051218569427445883 -0.00035867334812857138
leaf_weight=46 46 61 82 75 49 48 3321
leaf_count=46 46 61 82 75 49 48 3321
internal_value=0 -0.000285393 -0.000221529 -0.000300085 -0.00021161 -0.000308984 -0.000240717
internal_weight=0 3682 3636 3554 3493 3444 3396
internal_count=3728 3682 3636 3554 3493 3444 3396
is_linear=0
shrinkage=0.0995203


Tree=1627
num_leaves=8
num_cat=0
split_feature=13 35 38 3 1 0 26
split_gain=0.122091 0.0964653 0.134995 0.124388 0.161947 0.124745 0.0894511
threshold=0.089365000000000014 -0.084584999999999994 -0.076799999999999993 0.0040650000000000009 0.55657000000000012 0.15834000000000004 0.08598500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.0047866162356051721 0.00490139929822143 0.0044812075675788104 -0.0048500947609342003 0.0003251650312461858 -0.0058264405594287937 0.0045370947841916857 -0.00069414989315442935
leaf_weight=46 46 60 58 1660 50 56 1752
leaf_count=46 46 60 58 1660 50 56 1752
internal_value=0 -0.000256991 -0.00019946 -0.000278223 -0.000202616 -0.000121298 -0.000197995
internal_weight=0 3682 3636 3576 3518 3468 3412
internal_count=3728 3682 3636 3576 3518 3468 3412
is_linear=0
shrinkage=0.0995203


Tree=1628
num_leaves=15
num_cat=0
split_feature=6 38 4 4 4 3 17 4 0 3 0 4 4 3
split_gain=0.20466 0.10228 0.145854 0.253924 0.20568 0.21823 0.354777 0.180934 0.416197 0.258809 0.193412 0.190556 0.329088 0.146557
threshold=-0.52821499999999999 -0.08335999999999999 0.10495500000000003 0.10684000000000003 0.10868000000000001 0.13547000000000003 -0.052269999999999997 0.094475000000000017 -0.13417999999999999 0.10457000000000002 -0.23058999999999999 0.08858000000000002 0.086205000000000018 0.16637500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 -5 6 -6 10 -9 -10 -3 12 -12 -7
right_child=1 2 3 4 5 13 -8 8 9 -11 11 -13 -14 -15
leaf_value=0.0058674136243331027 -0.0044626055300269135 0.0061914712307680466 0.0085698640116659095 -0.0054224741480272884 0.010203878671521338 -0.0031721945684116846 0.0014015201539140246 -0.0094635431436205023 0.005572827466773911 -0.0042183626644621622 -8.9811602612018023e-05 0.0054822292673275168 -0.0084022173685488286 0.0022834511492543989
leaf_weight=60 50 49 47 46 60 116 187 67 52 55 2752 59 48 84
leaf_count=60 50 49 47 46 60 116 187 67 52 55 2752 59 48 84
internal_value=0 7.5269e-06 6.9461e-05 0.00157837 0.00091018 0.00156369 0.00354306 -0.000194651 -0.00331196 0.000532322 -7.84579e-06 -0.000114381 -0.000232602 -0.00087673
internal_weight=0 3672 3622 540 493 447 247 3082 174 107 2908 2859 2800 200
internal_count=3732 3672 3622 540 493 447 247 3082 174 107 2908 2859 2800 200
is_linear=0
shrinkage=0.0995203


Tree=1629
num_leaves=9
num_cat=0
split_feature=6 6 2 31 30 3 30 27
split_gain=0.165951 0.080144 0.082243 0.0899047 0.178217 0.19889 0.186459 0.118053
threshold=-0.52821499999999999 -0.46637499999999998 0.42989000000000011 0.085410000000000028 0.08980500000000001 0.13547000000000003 0.084540000000000018 0.078330000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 -3
right_child=1 2 -4 -5 5 -7 -8 -9
leaf_value=0.0052834874325402648 -0.0031285281946339749 -9.2019801926108825e-05 0.0042570467329232208 -0.0042560477770147856 0.007696678181063025 -0.00056237046613909051 -0.0048291788792235203 0.0023408514560144689
leaf_weight=60 79 3093 46 48 63 53 79 211
leaf_count=60 79 3093 46 48 63 53 79 211
internal_value=0 6.75563e-06 7.59196e-05 2.1465e-05 8.03788e-05 0.00391609 -5.09024e-05 6.31005e-05
internal_weight=0 3672 3593 3547 3499 116 3383 3304
internal_count=3732 3672 3593 3547 3499 116 3383 3304
is_linear=0
shrinkage=0.0995203


Tree=1630
num_leaves=14
num_cat=0
split_feature=6 38 26 1 1 5 5 6 8 8 26 26 0
split_gain=0.134566 0.0861151 0.12316 0.264406 0.284167 0.162436 0.175732 0.14892 0.17071 0.161801 0.453591 0.266089 0.0971343
threshold=-0.52821499999999999 -0.08335999999999999 -0.054024999999999997 0.42491000000000007 0.091025000000000009 -0.091729999999999992 -0.0089549999999999994 -0.42102499999999998 0.10228000000000002 0.0017700000000000003 0.10144500000000002 -0.011984999999999999 -0.10096999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -4 9 11 -11 -9 -6
right_child=1 2 7 -5 12 6 -8 8 -10 10 -12 -13 -14
leaf_value=0.0047576739612709851 -0.0040956723140258061 0.0074781758286080208 -0.0044147167900359299 0.0085940331446581232 -0.007081409969146666 -0.0019676110637605981 0.0028470276351185222 0.007065189224097628 0.0048655233194275739 -0.0064129539807400004 0.0040945628182883888 -0.00012187204745132312 -0.00079242825235314356
leaf_weight=60 50 47 80 47 50 113 223 52 68 126 60 2708 48
leaf_count=60 50 47 80 47 50 113 223 52 68 126 60 2708 48
internal_value=0 6.01679e-06 6.28647e-05 0.00146783 0.000769807 0.00199483 0.00122538 -0.000176633 -6.38702e-05 -0.000177929 -0.00301903 1.32399e-05 -0.00400945
internal_weight=0 3672 3622 528 481 383 336 3094 3014 2946 186 2760 98
internal_count=3732 3672 3622 528 481 383 336 3094 3014 2946 186 2760 98
is_linear=0
shrinkage=0.0995203


Tree=1631
num_leaves=15
num_cat=0
split_feature=6 38 26 1 1 20 20 20 3 6 3 8 3 21
split_gain=0.109116 0.0698269 0.0998423 0.214396 0.230503 0.147259 0.584767 0.250301 0.130731 0.238266 0.235572 0.301022 0.160615 0.0797446
threshold=-0.52821499999999999 -0.08335999999999999 -0.054024999999999997 0.42491000000000007 0.091025000000000009 -0.084474999999999995 -0.058504999999999995 -0.095634999999999998 0.16637500000000002 -0.42102499999999998 0.13345500000000002 0.10528000000000003 0.14058000000000004 0.099005000000000024
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 -3 9 -4 11 -11 -12 -6
right_child=1 2 8 -5 13 6 -8 -9 -10 10 12 -13 -14 -15
leaf_value=0.0042841891108222844 -0.0036880702229582984 0.0023863631112912851 -0.0058236633890396483 0.0077387534051076845 -0.0062829591722462974 0.012767115971671293 0.00073923290383363493 -0.0062331575534933601 0.0046940014417511224 -5.1425989500157853e-05 -0.0090133900681714282 0.0080650300361650631 -0.0015997161904592772 -0.0005732738882048428
leaf_weight=60 50 93 74 47 52 51 187 52 54 2795 46 46 79 46
leaf_count=60 50 93 74 47 52 51 187 52 54 2795 46 46 79 46
internal_value=0 5.37362e-06 5.65859e-05 0.0013216 0.000692857 0.00179631 0.00332008 -0.000699131 -0.000159028 -0.000245502 -0.000106054 7.97034e-05 -0.0043345 -0.00361126
internal_weight=0 3672 3622 528 481 383 238 145 3094 3040 2966 2841 125 98
internal_count=3732 3672 3622 528 481 383 238 145 3094 3040 2966 2841 125 98
is_linear=0
shrinkage=0.0995203


Tree=1632
num_leaves=17
num_cat=0
split_feature=0 3 18 26 26 17 17 26 18 9 0 18 19 20 18 8
split_gain=0.104736 0.405332 0.121602 0.102881 0.208096 0.173869 0.53233 0.331877 0.294867 0.243721 0.230168 0.114197 0.340228 0.421583 0.136695 0.1129
threshold=-0.225295 0.090995000000000006 0.31227500000000008 0.097125000000000031 0.096155000000000018 -0.036600000000000001 -0.0090649999999999984 0.11538500000000003 0.12665000000000004 0.095785000000000023 -0.063914999999999986 -0.17307499999999998 1.0000000180025095e-35 -0.072834999999999997 -0.13579499999999997 -0.087444999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 11 7 -7 -5 10 -9 -8 12 13 -2 -13 -16
right_child=2 -3 -4 5 -6 6 8 9 -10 -11 -12 14 -14 -15 15 -17
leaf_value=0.0036178290093409056 -0.0037309165152261559 -0.006645351726334652 0.0050234511877276563 -0.008153988329483098 0.0066983333133431239 0.0093541767851707033 0.001224211679802766 0.0044122387058177018 -0.0085117404481791763 -0.0039096584136896944 -0.0056880051845181251 -0.0038735064366081334 0.0096215523540974478 0.0074362562942614291 -0.00061151455608471166 0.00080672275406090319
leaf_weight=66 94 90 54 82 53 56 269 63 46 78 58 78 52 52 815 1746
leaf_count=66 94 90 54 82 53 56 269 63 46 78 58 78 52 52 815 1746
internal_value=0 -0.00229799 0.000335565 0.000263864 0.0005188 -0.000864889 0.00030509 -0.00311933 -0.00105129 -0.000185558 0 0.000403067 0.00270859 0.000240827 0.000229777 0.00035507
internal_weight=0 156 3596 3542 2890 652 429 223 373 141 327 2837 198 146 2639 2561
internal_count=3752 156 3596 3542 2890 652 429 223 373 141 327 2837 198 146 2639 2561
is_linear=0
shrinkage=0.0995203


Tree=1633
num_leaves=19
num_cat=0
split_feature=1 3 2 4 1 3 4 1 2 9 1 9 1 4 9 1 9 17
split_gain=0.0950198 0.157309 0.116 0.349814 0.32383 0.519958 0.450577 0.164789 0.119165 0.116629 0.109181 0.341317 0.163756 0.118435 0.0995095 0.428199 0.323393 0.097312
threshold=-0.51744999999999985 0.093715000000000021 0.084895000000000012 0.083685000000000023 -0.0072799999999999991 0.097595000000000029 0.10423500000000002 0.36766000000000004 0.0049750000000000011 -0.040564999999999997 -0.15528499999999998 0.095415000000000014 -0.11064999999999998 0.086205000000000018 0.083760000000000015 -0.046044999999999996 0.083925000000000013 -0.092649999999999996
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 -5 -6 -8 10 -9 11 13 -12 -2 15 -14 -16 -7
right_child=2 -3 3 4 6 17 7 9 -10 -11 12 -13 14 -15 16 -17 -18 -19
leaf_value=0.0072654940926927042 -0.0020876338417411648 -0.00054393993138848544 -0.0075518246711306905 0.01117792690410967 -0.0091894836404868441 0.0025662472151475281 0.0044566211618322412 0.0015651050905272691 0.0048952861928724823 -0.0043201588299939123 0.0045703646507359343 0.0032134772958782097 0.0074915664260359607 -0.0084206585575193251 -0.0082480496887653802 6.6894038570854776e-05 0.00017984017948161334 -0.0033750689510957032
leaf_weight=49 57 53 75 55 70 50 60 58 56 78 91 75 97 61 46 373 2288 60
leaf_count=49 57 53 75 55 70 50 60 58 56 78 91 75 97 61 46 373 2288 60
internal_value=0 0.00319963 0.000119417 -0.00127873 -0.000185223 0.00327633 -0.00233551 0.000108169 0.000344698 -0.00180425 0.000261909 -0.00202925 0.000414935 -0.00536843 0.000279785 0.00160096 1.33869e-05 -0.000667029
internal_weight=0 102 3650 506 431 165 266 196 3144 136 3088 193 2895 118 2804 470 2334 110
internal_count=3752 102 3650 506 431 165 266 196 3144 136 3088 193 2895 118 2804 470 2334 110
is_linear=0
shrinkage=0.0995203


Tree=1634
num_leaves=14
num_cat=0
split_feature=30 29 6 5 12 8 2 6 6 4 3 29 29
split_gain=0.0647344 0.183073 0.156187 0.436308 0.263084 0.189352 0.259975 0.654171 0.464234 0.168649 0.300532 0.10903 0.116561
threshold=0.10801000000000002 -0.039379999999999991 -0.25061999999999995 -0.41880499999999998 -0.0088449999999999987 -0.51030999999999993 0.11392500000000001 -0.023004999999999998 -0.085609999999999992 0.11834000000000001 0.11978500000000002 -0.084525000000000003 -0.078484999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 9 -4 -6 11 8 -8 -1 -11 -7 -13
right_child=1 -3 4 -5 5 6 7 -9 -10 10 -12 12 -14
leaf_value=-0.004419352477697704 0.0072603475099915294 -0.0014707440864753845 0.0069306603567353842 -0.010034949624150774 0.006442833206071869 -0.0036667350888223188 -0.0054587288885616751 -0.0099482830386474624 0.0073562156947411571 -0.0029432245942311694 0.0071416525468709548 0.004496837923801531 0.00029844356578834089
leaf_weight=56 46 49 58 56 47 67 51 86 62 57 60 67 2990
leaf_count=56 46 49 58 56 47 67 51 86 62 57 60 67 2990
internal_value=0 0.00274833 0.000116316 -0.00239967 0.00028463 0.000170004 8.10358e-05 -0.00340634 0.00156524 6.71349e-05 0.00222151 0.000303445 0.000390727
internal_weight=0 95 3657 229 3428 3370 3323 199 113 173 117 3124 3057
internal_count=3752 95 3657 229 3428 3370 3323 199 113 173 117 3124 3057
is_linear=0
shrinkage=0.0995203


Tree=1635
num_leaves=15
num_cat=0
split_feature=1 3 11 35 2 4 3 17 4 21 21 3 17 2
split_gain=0.0688142 0.131444 0.0774001 0.107282 0.0764136 0.282976 0.275011 1.00743 0.66983 0.111602 0.317071 0.250676 0.220586 0.190126
threshold=-0.51744999999999985 0.093715000000000021 0.090100000000000027 -0.075079999999999994 0.084895000000000012 0.083685000000000023 0.092200000000000018 -0.067864999999999995 0.09939000000000002 0.10940500000000002 0.10664500000000003 0.090905000000000027 -0.46159 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 9 -6 7 -7 -8 10 13 -11 -13 -5
right_child=2 -3 -4 4 5 6 8 -9 -10 11 -12 12 -14 -15
leaf_value=0.0064319833301705459 -0.0034546279549635839 -0.00070644916070178678 0.0039434335810208231 0.00023077749104968395 -0.0066548986575415119 -0.0049939263735722002 -0.012395678938085974 0.015309815837062878 0.00047191118556349598 -0.0079688007930595987 0.0076810608446259195 0.0041794267763434123 -0.0019412792131489084 0.0058091245653024443
leaf_weight=49 85 53 51 2558 75 51 47 46 271 49 60 80 215 62
leaf_count=49 85 53 51 2558 75 51 47 46 271 49 60 80 215 62
internal_value=0 0.00271477 9.34446e-05 3.86604e-05 0.000123392 -0.00102911 -1.04317e-05 0.00462622 -0.00142733 0.000310412 0.000527237 -0.00137643 -0.000278651 0.000363097
internal_weight=0 102 3650 3599 3514 490 415 97 318 3024 2680 344 295 2620
internal_count=3752 102 3650 3599 3514 490 415 97 318 3024 2680 344 295 2620
is_linear=0
shrinkage=0.0995203


Tree=1636
num_leaves=10
num_cat=0
split_feature=39 35 9 4 9 9 10 9 3
split_gain=0.113962 0.130174 0.150596 0.195727 0.105691 0.233652 0.18751 0.170617 0.105837
threshold=0.084550000000000028 -0.082404999999999992 -0.25326499999999996 0.14095000000000005 0.096225000000000019 0.09550500000000002 0.086935000000000026 0.09667000000000002 0.11225500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -6 -9
right_child=-2 2 3 -5 7 -7 -8 8 -10
leaf_value=0.004848134031701686 -0.0045908555740430011 -0.0047209183367492346 -0.00047696477447478077 0.0048726459247855252 0.0064909001685618467 -0.0068059109252560229 0.005796981489328769 -0.00067560118580774144 0.0019783420006215212
leaf_weight=51 58 72 2713 76 50 57 48 353 257
leaf_count=51 58 72 2713 76 50 57 48 353 257
internal_value=0 -0.000144109 -0.000214551 -0.000123027 -0.000232426 -0.000498115 -0.000367596 0.000900745 0.000441194
internal_weight=0 3677 3626 3554 3478 2818 2761 660 610
internal_count=3735 3677 3626 3554 3478 2818 2761 660 610
is_linear=0
shrinkage=0.0995203


Tree=1637
num_leaves=26
num_cat=0
split_feature=27 8 18 26 27 3 5 6 26 2 2 3 6 8 3 0 3 2 0 5 20 18 3 0 5
split_gain=0.0933621 0.679098 0.164508 0.125769 0.139997 0.137763 0.396213 0.140262 0.115731 0.246865 0.454252 0.44491 0.328414 0.33847 0.236928 0.507152 0.415054 0.229134 0.216088 0.23479 0.228695 0.311224 0.26176 0.240718 0.174018
threshold=1.0000000180025095e-35 -0.038994999999999995 0.31227500000000008 -0.081709999999999991 0.091395000000000018 0.095630000000000021 -0.41397 -1.0000000180025095e-35 0.08598500000000002 -0.080874999999999989 -0.081445000000000004 0.087445000000000023 0.091795000000000015 -0.080445000000000003 0.089655000000000026 -0.084894999999999984 0.092200000000000018 -0.084979999999999986 0.099665000000000017 0.62720500000000012 -0.009049999999999999 -0.18513499999999999 0.099950000000000025 0.048265000000000009 -0.24120999999999998
decision_type=2 2 2 2 2 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 7 -7 -5 18 10 12 -11 17 -14 15 -13 -16 -10 20 -20 21 -1 -23 24 -22
right_child=1 -3 -4 5 -6 6 -8 -9 9 11 -12 14 13 -15 16 -17 -18 -19 19 -21 23 22 -24 -25 -26
leaf_value=-0.0064916626491424061 0.0062351827222845808 -0.012120644304896634 0.0058306736447035056 -0.00054758491781742725 -0.00085520078050355358 -0.0053144464671955344 0.0050725030453676661 -0.0077788693416681945 -0.0050067425465118989 0.0081538732680427675 -0.010489413210046195 0.002566695419570289 -0.00094406163323858977 0.0090681046567739204 0.006035088641400478 -0.011820928952378445 -0.00057613282509049975 -0.000806346817358079 -0.0065881888977805071 0.0019816082588753692 -0.001219058622553905 -0.0010204176619827247 0.0032029837658687282 0.0089312706369108902 0.0025292191483599503
leaf_weight=74 56 53 47 56 54 63 86 51 209 68 58 47 85 55 110 50 648 336 83 51 161 462 212 48 512
leaf_count=74 56 53 47 56 54 63 86 51 209 68 58 47 85 55 110 50 648 336 83 51 161 462 212 48 512
internal_value=0 -0.0015919 -1.50049e-05 -6.50037e-05 0.00274701 -0.00127649 0.000675211 -0.00400192 -9.93016e-05 -0.000680353 -0.00203077 0.000405826 -0.00131337 0.00298344 -0.000209436 -0.00484117 0.0003822 -0.00241864 0.000504076 -0.00332044 0.0008535 -0.000364684 0.000306797 0.00211844 0.00163131
internal_weight=0 419 3316 366 110 256 149 107 3269 1666 743 923 685 140 855 97 758 545 1603 134 1469 748 674 721 673
internal_count=3735 419 3316 366 110 256 149 107 3269 1666 743 923 685 140 855 97 758 545 1603 134 1469 748 674 721 673
is_linear=0
shrinkage=0.0995203


Tree=1638
num_leaves=15
num_cat=0
split_feature=11 3 10 27 18 0 8 3 20 18 20 3 19 19
split_gain=0.0884756 0.143707 0.0885195 0.119839 0.541789 0.20632 0.382112 0.126123 0.264934 0.459993 0.306579 0.155806 0.354817 0.232418
threshold=-0.40069499999999997 0.17152000000000003 0.091445000000000026 1.0000000180025095e-35 0.089775000000000021 -0.044789999999999996 -0.080445000000000003 0.10393500000000001 -0.085594999999999991 -0.0086449999999999982 -0.083495 0.11926500000000002 -0.050215000000000003 0.0069650000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 8 9 -2 -10 12 -9 -13
right_child=1 -3 -4 4 -6 -7 -8 11 10 -11 -12 13 -14 -15
leaf_value=-0.0045111864760373072 -5.7433117087455695e-05 0.0047953746270477226 0.0033321816022302483 0.0006116327905655492 -0.011183774596435185 0.0057060512012982812 -0.008799382026239826 -0.010360018962983645 -0.0062409064150585822 0.0085001715942392888 0.00015571538476691707 0.0019351288795261532 -0.0013654363090193416 -0.0047272849604777737
leaf_weight=46 159 58 69 191 54 47 55 48 77 102 2046 256 462 65
leaf_count=46 159 58 69 191 54 47 55 48 77 102 2046 256 462 65
internal_value=0 -0.000118752 -0.000197474 -0.000266077 -0.00202324 -0.000332159 -0.00148913 -7.61688e-05 0.000291573 0.00328378 -7.5901e-05 -0.00113214 -0.00221359 0.000583491
internal_weight=0 3689 3631 3562 347 293 246 3215 2384 261 2123 831 510 321
internal_count=3735 3689 3631 3562 347 293 246 3215 2384 261 2123 831 510 321
is_linear=0
shrinkage=0.0995203


Tree=1639
num_leaves=10
num_cat=0
split_feature=1 3 30 6 23 5 10 3 10
split_gain=0.161781 0.0928845 0.288334 0.279756 0.133156 0.104439 0.131246 0.266902 0.213829
threshold=0.62916000000000016 0.15537500000000004 0.11290000000000001 -0.036009999999999993 0.086085000000000023 0.6362850000000001 0.080705000000000013 0.10960500000000002 0.07635500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 8 -8 -1
right_child=-2 3 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00011894053468097179 -0.0056683171691842395 0.0071230883725128353 -0.0080002866940176078 -0.0022532458638444453 0.0047011738984585813 -0.0047103916351919958 0.00021243092043420468 0.0090860545753932362 -0.0064349451223887138
leaf_weight=3180 52 65 46 61 57 49 125 46 54
leaf_count=3180 52 65 46 61 57 49 125 46 54
internal_value=0 -7.77921e-05 -0.000172072 0.00257726 -6.92763e-05 -0.000148238 -8.23456e-05 0.00260428 -0.000224656
internal_weight=0 3683 3557 126 3511 3454 3405 171 3234
internal_count=3735 3683 3557 126 3511 3454 3405 171 3234
is_linear=0
shrinkage=0.0995203


Tree=1640
num_leaves=16
num_cat=0
split_feature=20 6 4 6 6 2 2 20 0 5 6 0 5 5 0
split_gain=0.102278 0.130476 0.127005 0.0834143 0.366303 0.260221 0.456886 0.340855 0.337703 0.313835 0.203655 0.166211 0.129667 0.242456 0.203877
threshold=0.13407000000000005 -0.53620499999999993 0.11284500000000003 -0.083069999999999991 -0.086254999999999984 -0.079555000000000001 -0.075429999999999983 -0.072834999999999997 -0.087184999999999999 -0.0054650000000000002 -0.079164999999999999 -0.229625 -0.42170999999999997 -0.52356999999999998 -0.088484999999999994
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 -7 -8 9 -3 -5 -12 13 -13 -14
right_child=2 3 -4 10 -6 6 7 -9 -10 -11 11 12 14 -15 -16
leaf_value=-0.0050120470919627503 0.0056328200310737037 0.0014892856498572435 -0.00087532424221080092 0.0056678492855498338 -0.0091242346878721934 -0.0087897323678245379 0.0031110644151113257 -0.0025675397248999332 0.0069980876461963387 -0.0069950866226218831 0.0053874717919414868 -0.0017559578466590073 -0.0026499928737066568 0.00721258107178222 0.00010004502184967426
leaf_weight=55 67 233 53 65 51 80 158 310 87 53 56 55 307 65 2046
leaf_count=55 67 233 53 65 51 80 158 310 87 53 56 55 307 65 2046
internal_value=0 -0.000201369 0.00275157 -0.000126942 -0.000913381 -0.00045782 -0.00183863 -0.000648655 0.00156863 -8.01317e-05 0.00016743 2.57348e-05 -9.53485e-05 0.00309518 -0.000258409
internal_weight=0 3621 120 3566 972 921 548 468 373 286 2594 2529 2473 120 2353
internal_count=3741 3621 120 3566 972 921 548 468 373 286 2594 2529 2473 120 2353
is_linear=0
shrinkage=0.0995203


Tree=1641
num_leaves=15
num_cat=0
split_feature=11 3 7 4 1 0 22 6 1 4 0 6 9 0
split_gain=0.0969123 0.108469 0.0699801 0.240199 0.1537 0.124778 0.188848 0.310926 0.301555 0.177032 0.175312 0.0968747 0.287052 0.271889
threshold=-0.364875 0.15537500000000004 0.020750000000000005 0.08024000000000002 0.41897000000000012 -0.10096999999999999 0.09086000000000001 -0.10032499999999998 0.078505000000000019 0.099510000000000029 -0.097734999999999989 -0.096934999999999993 0.10814500000000002 -0.091364999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 7 9 -9 -2 -7 12 -12 -13
right_child=1 -3 3 4 -6 10 -8 8 -10 -11 11 13 -14 -15
leaf_value=-0.0036372668734153649 -0.0028419850531766068 0.0040703898140942909 -0.0037247077521138554 0.0071700227777634733 0.00045268499877290267 0.0053593301213941003 0.0031208826297991731 -0.0025227816770482269 0.0038509609701280257 -0.008663248770716581 0.003650299611024668 -0.0044666546208972386 -0.004495381784035064 3.2567218461408294e-05
leaf_weight=75 142 63 56 72 64 61 77 195 118 82 193 141 55 2347
leaf_count=75 142 63 56 72 64 61 77 195 118 82 193 141 55 2347
internal_value=0 -2.314e-05 -9.49443e-05 0.00175328 0.00401494 -0.000199218 -0.00148399 -0.0021458 -0.000117285 -0.00497664 8.25234e-05 -3.48256e-05 0.0018405 -0.000222084
internal_weight=0 3666 3603 192 136 3411 614 537 313 224 2797 2736 248 2488
internal_count=3741 3666 3603 192 136 3411 614 537 313 224 2797 2736 248 2488
is_linear=0
shrinkage=0.0995203


Tree=1642
num_leaves=27
num_cat=0
split_feature=20 6 6 6 2 2 20 20 9 0 5 0 6 20 2 0 0 5 0 0 2 2 1 5 1 27
split_gain=0.0801077 0.107219 0.0886264 0.279363 0.236853 0.346185 0.327397 0.437743 0.407094 0.277706 0.264954 0.377034 0.184127 0.227777 0.365441 0.266102 0.343057 0.159878 0.345135 0.54267 0.243646 0.322588 0.505297 0.404057 0.229891 0.159116
threshold=0.13407000000000005 -0.13578499999999999 -0.083069999999999991 -0.086254999999999984 -0.079555000000000001 -0.075429999999999983 -0.072834999999999997 -0.015594999999999999 -0.0060949999999999997 -0.087184999999999999 -0.0054650000000000002 -0.090789999999999996 -0.047974999999999997 -0.083495 -0.081204999999999986 -0.08269 -0.067059999999999995 0.054660000000000007 -0.085605000000000001 -0.081534999999999982 -0.14091999999999996 -0.088764999999999997 -0.053299999999999993 -1.0000000180025095e-35 -0.090104999999999991 0.078745000000000023
decision_type=2 2 2 2 2 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 9 -6 8 -8 -7 10 11 -1 13 -4 -15 -16 -17 20 -19 -20 25 22 -22 -23 -21 -14
right_child=1 -3 12 -5 5 6 7 -9 -10 -11 -12 -13 17 14 15 16 -18 18 19 24 21 23 -24 -25 -26 -27
leaf_value=-0.0010787549467509139 0.0055197564733653528 -0.00042190982290975172 -0.0026863459503448494 -0.0081345275140195863 -0.0078986493739753166 -0.0015828433184476502 -0.011261793693648919 -0.0011432681187309402 0.0085805679524392844 0.0063123100579690573 -0.0064598662503665564 0.0079177611341566551 0.0092538786588936307 0.011322369054027557 0.0077687186620252341 -0.0051011790909620582 0.0041586148789960059 0.0063120695939679963 -0.012029649514638356 0.00012620678399805315 -0.012435308987521328 -0.00019894304920609033 0.00057820760264657594 0.0047899221702445861 -0.0043538403191398338 0.001128727973111089
leaf_weight=172 58 62 71 51 80 88 49 314 70 87 53 63 48 50 56 75 84 51 51 362 51 1227 70 185 165 48
leaf_count=172 58 62 71 51 80 88 49 314 70 87 53 63 48 50 56 75 84 51 51 362 51 1227 70 185 165 48
internal_value=0 0.00244307 -0.000170284 -0.000952875 -0.000576765 -0.00180199 -0.000864268 -0.00251139 0.00291475 0.00138467 -0.000101041 0.00132959 0.000139239 0.00231301 0.00365555 0.00186876 -0.000204064 -0.000183865 -0.00153176 -0.00222528 0.00033609 3.09767e-05 -0.00490007 0.000454118 -0.00127491 0.00519983
internal_weight=0 120 3621 1027 976 601 521 363 158 375 288 235 2594 336 265 215 159 2258 629 578 1629 1533 121 1412 527 96
internal_count=3741 120 3621 1027 976 601 521 363 158 375 288 235 2594 336 265 215 159 2258 629 578 1629 1533 121 1412 527 96
is_linear=0
shrinkage=0.0995203


Tree=1643
num_leaves=8
num_cat=0
split_feature=11 3 20 30 1 21 21
split_gain=0.0757998 0.0945227 0.0930491 0.131459 0.116286 0.0847666 0.122697
threshold=-0.364875 0.15537500000000004 -0.23803499999999997 0.11290000000000001 -0.54365999999999992 0.14970000000000003 0.13589500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6
right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.0032096666953742624 0.0031925870098318057 0.0038079756120981186 -0.004804145083387004 -0.0053315734422331156 -3.2550906522113023e-05 -0.0041261086542192602 0.0047937946052955373
leaf_weight=75 84 63 51 48 3318 49 53
leaf_count=75 84 63 51 48 3318 49 53
internal_value=0 -1.3355e-05 -8.03998e-05 -0.00015876 -8.699e-05 -1.6407e-05 4.30877e-05
internal_weight=0 3666 3603 3519 3471 3420 3371
internal_count=3741 3666 3603 3519 3471 3420 3371
is_linear=0
shrinkage=0.0995203


Tree=1644
num_leaves=21
num_cat=0
split_feature=2 18 18 3 3 3 21 6 5 26 26 6 26 5 18 5 21 26 5 26
split_gain=0.0699857 0.0678499 0.242459 0.185511 0.158363 0.248633 0.317296 0.411652 0.32681 0.151115 0.296662 0.288316 0.290002 0.168659 0.346577 0.58095 0.273822 0.203213 0.440873 0.382945
threshold=-0.24151999999999998 0.10085500000000001 0.09679500000000002 0.086775000000000033 0.089605000000000018 0.091715000000000033 0.095090000000000022 0.095355000000000023 -0.035924999999999999 0.10393000000000002 0.11575500000000001 0.089810000000000015 0.12456500000000002 -1.0000000180025095e-35 -0.0047450000000000001 0.040570000000000016 -0.083784999999999984 0.088475000000000012 -0.0071849999999999995 0.088055000000000022
decision_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 -3 -5 -6 7 -7 -8 13 -11 12 -12 17 16 -16 -15 19 -19 -2
right_child=1 3 -4 4 5 6 8 -9 -10 10 11 -13 -14 14 15 -17 -18 18 -20 -21
leaf_value=-0.0028914067967833103 -0.00063809074463637633 -0.0038470570726916661 -0.0068228898952487375 0.0068391233406656709 -0.0058368218504859055 0.010025202050118117 0.0019171329254641476 0.0009234562204109444 -0.0075416696371918635 -0.0071015292264374578 -0.0085846598233917971 0.005588047598171126 0.00029603203906122713 0.0071639236492452261 0.0150269415938631 0.00097878397053698888 -7.0226552863948309e-05 0.0028082462285398953 -0.0065279898259792482 -0.0094183959351837737
leaf_weight=87 1408 68 54 53 46 81 102 126 56 87 52 61 121 56 46 80 692 366 58 51
leaf_count=87 1408 68 54 53 46 81 102 126 56 87 52 61 121 56 46 80 692 366 58 51
internal_value=0 -3.51042e-05 -0.000211824 0.00100374 0.0017164 0.00105381 0.00192446 0.00448897 -0.00143017 -9.55738e-05 -0.00213933 -0.000290916 -0.00236858 0.000142086 0.00128483 0.00611398 0.000470274 -0.000387889 0.00152919 -0.000945572
internal_weight=0 3664 3132 532 464 411 365 207 158 3078 321 234 173 2757 874 126 748 1883 424 1459
internal_count=3751 3664 3132 532 464 411 365 207 158 3078 321 234 173 2757 874 126 748 1883 424 1459
is_linear=0
shrinkage=0.0995203


Tree=1645
num_leaves=13
num_cat=0
split_feature=0 2 10 0 0 17 1 1 1 1 1 6
split_gain=0.119389 0.168562 0.152945 0.0956225 0.193632 0.115802 0.0704082 0.218891 0.1203 0.114318 0.109166 0.0765243
threshold=0.11291000000000002 -0.055654999999999996 0.086030000000000023 0.048265000000000009 0.024745000000000007 -0.56005499999999986 0.41897000000000012 0.50462500000000021 0.36766000000000004 0.41291000000000005 0.25544500000000009 -0.46637499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 8 -8 10 -10 -7 -9
right_child=1 -3 -4 -5 -6 6 7 11 9 -11 -12 -13
leaf_value=0.0048491822745808742 0.0020526079410469519 -0.0077992584594926201 -0.004852752261839721 0.0032181092793477938 -0.0058026240465286413 -0.00015565980625388749 0.0069427660486923544 -0.0014112311130332529 -0.0071270379496417638 -0.00020395536024169438 0.0030660312719994294 0.0029992884505800742
leaf_weight=49 77 46 54 91 57 2932 58 128 47 48 108 56
leaf_count=49 77 46 54 91 57 2932 58 128 47 48 108 56
internal_value=0 -0.00261449 -0.000787628 3.32594e-05 -4.97158e-05 4.57592e-05 -2.36958e-05 0.00161158 -0.000150189 -0.00363768 -4.09357e-05 -6.44496e-05
internal_weight=0 177 131 3574 3483 3426 3377 242 3135 95 3040 184
internal_count=3751 177 131 3574 3483 3426 3377 242 3135 95 3040 184
is_linear=0
shrinkage=0.0995203


Tree=1646
num_leaves=13
num_cat=0
split_feature=0 9 1 3 6 9 9 17 3 1 1 3
split_gain=0.109636 0.0908871 0.132786 0.0688978 0.135134 0.113181 0.10583 0.449863 0.297332 0.128295 0.213412 0.061908
threshold=0.16362500000000005 -0.22988499999999998 0.41696500000000009 0.15108000000000005 -0.034094999999999993 0.12188500000000002 0.10591500000000002 0.026115000000000006 0.10611500000000003 0.50644500000000015 0.27998000000000006 0.10457000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 9 8 -8 10 -3 -7
right_child=-2 3 -4 4 -6 11 7 -9 -10 -11 -12 -13
leaf_value=-0.00068890302781546742 -0.0046652098687471688 -4.2101901101968855e-05 0.0067778211762063723 0.0002858102925601868 -0.0066027706031027717 0.0059113120928214174 -0.009797135103948874 0.005863973334305334 -0.0011432347082238183 -0.0036809701263372757 0.0040931650468458902 0.0011049854183211253
leaf_weight=47 51 2948 47 70 47 46 69 51 92 90 129 64
leaf_count=47 51 2948 47 70 47 46 69 51 92 90 129 64
internal_value=0 -1.897e-05 0.00303575 -9.88265e-05 -0.0024744 -1.89294e-05 -0.000121433 -0.00227414 -0.00485714 2.24115e-05 0.000130999 0.00312235
internal_weight=0 3700 94 3606 117 3489 3379 212 161 3167 3077 110
internal_count=3751 3700 94 3606 117 3489 3379 212 161 3167 3077 110
is_linear=0
shrinkage=0.0995203


Tree=1647
num_leaves=10
num_cat=0
split_feature=0 7 1 3 5 1 0 0 0
split_gain=0.0888992 0.0744633 0.0650447 0.327408 0.337177 0.203931 0.179993 0.145927 0.080776
threshold=0.16362500000000005 -0.23835999999999999 -0.49837999999999999 0.099950000000000025 0.25032500000000008 -0.40145499999999995 0.024745000000000007 -0.0083449999999999983 -0.050494999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 7 8 -7
right_child=-2 2 5 -5 -6 6 -8 -9 -10
leaf_value=0.0039186661299861524 -0.0042009274160530958 0.0074009801727714011 0.0053799708800250732 -0.007295818169747708 -0.0043347441931494042 4.4137827949559452e-05 -0.0049395450737050586 0.0050150640807318982 -0.0023122371941183156
leaf_weight=47 51 50 69 68 47 3137 74 57 151
leaf_count=47 51 50 69 68 47 3137 74 57 151
internal_value=0 -1.706e-05 -6.79218e-05 -0.00199879 0.00170616 2.31832e-05 -8.46846e-05 2.24727e-05 -6.38287e-05
internal_weight=0 3700 3653 165 97 3488 3419 3345 3288
internal_count=3751 3700 3653 165 97 3488 3419 3345 3288
is_linear=0
shrinkage=0.0995203


Tree=1648
num_leaves=16
num_cat=0
split_feature=7 26 26 26 2 3 8 0 26 26 17 18 8 3 0
split_gain=0.232689 0.0800905 0.231088 0.278414 0.217692 0.243576 0.289298 0.527676 0.8096 0.570961 0.185076 0.14875 0.156828 0.246492 0.198943
threshold=-0.230575 0.10812000000000002 0.10439000000000002 0.10144500000000002 -0.083104999999999998 0.090595000000000023 -0.065539999999999987 -0.069569999999999993 0.40795000000000009 0.12753500000000004 0.053575000000000012 0.24916000000000005 -0.16443499999999997 0.12732500000000005 -0.12469
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -3 -6 10 8 -8 -9 -7 12 14 -14 -2
right_child=1 4 -4 -5 5 6 7 9 -10 -11 -12 -13 13 -15 -16
leaf_value=0.0067423850682704839 -0.0062183225888750807 -0.0046717528283492012 -0.0071403791674857046 0.0071865542841476754 0.0080855725231369201 0.0015808532435063996 -0.015827315014168199 0.0099808634448762586 0.0022553007519900427 -0.0038658456570791234 0.0090559949763679756 -0.0047595928047951446 -0.0001186372155774275 0.0035201886976970807 0.00015072067553637558
leaf_weight=52 90 54 46 52 57 80 48 61 50 57 56 68 2676 198 105
leaf_count=52 90 54 46 52 57 80 48 61 50 57 56 68 2676 198 105
internal_value=0 3.81374e-05 -0.00013685 -3.55698e-05 0.00126255 0.00204805 0.00106806 -0.00119282 -0.00659314 0.00328526 0.00466487 -0.000155547 -5.32684e-05 0.00013177 -0.00278464
internal_weight=0 3698 3235 3189 463 409 352 216 98 118 136 3137 3069 2874 195
internal_count=3750 3698 3235 3189 463 409 352 216 98 118 136 3137 3069 2874 195
is_linear=0
shrinkage=0.0995203


Tree=1649
num_leaves=12
num_cat=0
split_feature=7 21 1 1 3 2 8 4 17 4 3
split_gain=0.188677 0.0786294 0.203771 0.337817 0.072216 0.140908 0.224919 0.121532 0.0975884 0.0869936 0.101917
threshold=-0.230575 -0.084759999999999988 -0.016029999999999999 -0.007069999999999999 0.17760500000000004 0.15165000000000003 -0.51030999999999993 0.13752500000000004 -0.0071449999999999994 0.13146500000000003 0.11926500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 9 -8 10 -3
right_child=1 4 3 -5 -6 6 8 -9 -10 -11 -12
leaf_value=0.0060713817412680962 -0.0064163020502188174 5.8175045405824918e-05 0.0059979374150494081 -0.0036637074185424524 0.0030672557327081325 0.0024971929603241363 -0.0014466820891653105 0.0053080218906345822 -0.0072939418385262658 -0.0036300542058744492 0.0021498834421567956
leaf_weight=52 66 2867 60 89 82 57 46 46 75 59 251
leaf_count=52 66 2867 60 89 82 57 46 46 75 59 251
internal_value=0 3.4342e-05 -0.00181242 0.000221394 0.000148575 7.79627e-05 -0.00264749 0.000228738 -0.00507778 0.000154937 0.000226821
internal_weight=0 3698 215 149 3483 3401 178 3223 121 3177 3118
internal_count=3750 3698 215 149 3483 3401 178 3223 121 3177 3118
is_linear=0
shrinkage=0.0995203


Tree=1650
num_leaves=9
num_cat=0
split_feature=3 30 3 30 8 8 4 3
split_gain=0.145201 0.281124 0.130166 0.0774058 0.116879 0.163311 0.167989 0.098495
threshold=0.17152000000000003 0.080210000000000017 0.15108000000000005 0.11290000000000001 -0.51030999999999993 -0.409445 0.13630500000000004 0.12732500000000005
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -7
right_child=1 -3 -4 -5 5 6 -8 -9
leaf_value=0.0050638500372166577 0.008729753829641378 -0.0017846715879467083 -0.0045936016503693358 -0.0039313151967131149 -0.0043770743174465325 -3.1449739140956533e-05 0.005840787414836816 0.0025609727783541905
leaf_weight=47 54 47 60 47 80 3212 51 152
leaf_count=47 54 47 60 47 80 3212 51 152
internal_value=0 0.0038288 3.27249e-06 8.035e-05 0.000133813 6.7281e-05 0.000171635 8.54438e-05
internal_weight=0 101 3649 3589 3542 3495 3415 3364
internal_count=3750 101 3649 3589 3542 3495 3415 3364
is_linear=0
shrinkage=0.0995203


Tree=1651
num_leaves=14
num_cat=0
split_feature=7 21 0 1 9 0 0 21 9 26 35 3 4
split_gain=0.150785 0.0764502 0.253452 0.217574 0.255234 0.0875228 0.111807 0.0975354 0.281786 0.400571 0.118574 0.167525 0.0948445
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 12 8 9 -8 -9 -12 -7
right_child=1 5 3 4 -6 6 7 10 -10 -11 11 -13 -14
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leaf_weight=55 47 51 56 60 51 46 49 53 76 82 117 2960 47
leaf_count=55 47 51 56 60 51 46 49 53 76 82 117 2960 47
internal_value=0 1.86653e-05 -0.00180681 5.24058e-06 0.0025616 0.000131125 7.00323e-05 0.000165122 0.00225736 0.00505624 2.64917e-05 -5.36363e-05 -0.00333314
internal_weight=0 3695 214 167 111 3481 3430 3337 207 131 3130 3077 93
internal_count=3750 3695 214 167 111 3481 3430 3337 207 131 3130 3077 93
is_linear=0
shrinkage=0.0995203


Tree=1652
num_leaves=14
num_cat=0
split_feature=18 26 8 8 21 10 8 3 26 4 3 4 5
split_gain=0.161884 0.184778 0.270565 0.53207 0.136416 0.103114 0.132827 0.258984 0.129632 0.129866 0.195863 0.156537 0.0873661
threshold=-0.17307499999999998 0.097125000000000031 0.0012600000000000003 -0.071594999999999992 0.15442000000000003 0.090005000000000016 0.10649000000000002 0.10749000000000002 0.15583500000000003 0.12719000000000005 0.11721500000000003 0.13424500000000003 -0.095609999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 -8 9 10 -2 -11 -10
right_child=4 -3 -4 -5 -6 -7 7 -9 12 11 -12 -13 -14
leaf_value=0.00015254596416044175 -9.3664178657604298e-05 -0.0029600024727183716 -0.00054672918936312872 0.013101926315913327 0.0044703915726087033 -0.00370888530607563 0.00015142068229473168 -0.0091687465976309779 0.0066992930485725325 -0.0070940847500389403 0.0030629617861574351 -0.00086014234175600256 0.00095051924205528026
leaf_weight=62 2665 49 84 64 65 78 82 46 47 53 210 163 60
leaf_count=62 2665 49 84 64 65 78 82 46 47 53 210 163 60
internal_value=0 0.00253358 0.00381932 0.00673651 -4.55261e-05 -0.000131999 -4.7869e-05 -0.00319162 7.77038e-05 -3.99229e-05 0.000136622 -0.00239356 0.00348333
internal_weight=0 259 210 126 3469 3404 3326 128 3198 3091 2875 216 107
internal_count=3728 259 210 126 3469 3404 3326 128 3198 3091 2875 216 107
is_linear=0
shrinkage=0.0995203


Tree=1653
num_leaves=22
num_cat=0
split_feature=18 0 6 26 3 21 0 0 26 3 26 0 21 0 6 26 17 17 26 0 0
split_gain=0.131229 0.20918 0.380038 0.148101 0.125972 0.110616 0.0945247 0.305345 0.207222 0.475918 0.279322 0.351377 0.236181 0.179382 0.342815 0.152774 0.140288 0.397439 0.375715 0.208998 0.355182
threshold=-0.17307499999999998 -0.040384999999999997 -0.065394999999999995 0.092955000000000024 0.10174000000000002 0.15442000000000003 -0.083514999999999992 -0.084369999999999987 0.088545000000000026 0.084955000000000017 0.087960000000000024 -0.085794999999999996 0.084795000000000023 -0.082339999999999983 0.083720000000000031 0.087825000000000028 -0.16207999999999997 -0.41426000000000002 0.09032500000000003 -0.081854999999999997 -0.078289999999999985
decision_type=2 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 -4 6 7 8 10 -10 11 -2 -11 14 -8 -9 17 18 -15 -18 -21
right_child=5 -3 4 -5 -6 -7 13 15 9 12 -12 -13 -14 16 -16 -17 19 -19 -20 20 -22
leaf_value=0.0096102269818715176 0.00033171980288511409 0.0082901284914811777 0.0010502442827484467 0.0018343522095328982 -0.0056798641258424907 0.0040254971234305655 -0.01111353851924893 0.0095975081583988802 0.010068800917985532 -0.0021689887318509021 -0.0080838185933168865 -0.0050707741174108156 0.0032043072547959647 -0.003418663198956947 -0.00048034542412053451 0.0019052438753278101 0.0055267462468417856 -0.0093765202031215709 0.0047814014451573782 -0.0032533929667190897 0.00080581295155810818
leaf_weight=46 1081 47 46 52 68 65 46 50 62 160 47 134 164 152 87 53 67 62 87 283 869
leaf_count=46 1081 47 46 52 68 65 46 50 62 160 47 134 164 152 87 53 67 62 87 283 869
internal_value=0 0.00228112 0.000945076 0.00549261 -0.00295703 -4.09718e-05 -0.000118862 0.00039039 6.13356e-05 0.00207962 -0.000555337 -0.000263437 0.000548301 -0.000658801 -0.00416415 0.0056473 -0.000351544 -0.00227575 -0.000430277 0.000122915 -0.00019066
internal_weight=0 259 212 98 114 3469 3404 1751 1648 386 1262 1215 324 1653 133 103 1520 301 239 1219 1152
internal_count=3728 259 212 98 114 3469 3404 1751 1648 386 1262 1215 324 1653 133 103 1520 301 239 1219 1152
is_linear=0
shrinkage=0.0995203


Tree=1654
num_leaves=12
num_cat=0
split_feature=19 21 4 4 23 1 0 1 6 21 18
split_gain=0.119037 0.141634 0.0963683 0.200833 0.135415 0.134733 0.261931 0.167891 0.0880838 0.0867263 0.102189
threshold=0.14071500000000006 0.15544000000000005 0.12719000000000005 0.13424500000000003 -1.0000000180025095e-35 0.41897000000000012 -0.076439999999999994 0.36766000000000004 -0.36821999999999994 -0.092419999999999988 -0.083039999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 7 -7 9 -6 -1 -11
right_child=-2 -3 3 4 8 6 -8 -9 -10 10 -12
leaf_value=0.0032768027470915866 0.0050851766442040194 0.0045784423327963533 -0.0069941200851802686 0.0042217957174628352 0.00019327629105249931 0.0086717770010287729 -0.0016727559733814119 -0.0047250889662764847 -0.0046844674178157979 0.00092122564685112552 -0.00034356550481849153
leaf_weight=83 47 67 59 48 87 51 46 73 63 885 2219
leaf_count=83 47 67 59 48 87 51 46 73 63 885 2219
internal_value=0 4.4475e-05 -3.93539e-05 -0.00189687 -0.000373853 0.000102607 0.00375768 -5.89737e-06 -0.00184992 0.000101942 1.67829e-05
internal_weight=0 3681 3614 257 198 3357 97 3260 150 3187 3104
internal_count=3728 3681 3614 257 198 3357 97 3260 150 3187 3104
is_linear=0
shrinkage=0.0995203


Tree=1655
num_leaves=13
num_cat=0
split_feature=19 21 8 17 17 4 8 17 17 9 17 3
split_gain=0.0965212 0.114845 0.113743 0.140747 0.141032 0.127812 0.11543 0.637871 0.132198 0.313522 0.252445 0.0821437
threshold=0.14071500000000006 0.15544000000000005 0.095985000000000015 -0.27561999999999998 -0.54752499999999993 0.14754500000000006 0.041960000000000011 -0.0077549999999999997 -0.47367999999999999 0.084795000000000023 -0.46159 0.10377500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 8 -8 9 -1 -10 -5
right_child=-2 -3 3 11 -6 -7 7 -9 10 -11 -12 -13
leaf_value=-0.0071601373450789355 0.0045790990393286329 0.0041227948450761583 -0.0011278430897979463 -0.0020577139494617701 -0.0084797934405224998 -0.0045982682198808245 0.0088765148943327401 -0.0060026960638904876 0.0072789198212095006 0.00035725060292981359 0.00014593487200637403 0.0027752282627721337
leaf_weight=82 47 67 51 85 53 56 75 46 50 166 2891 59
leaf_count=82 47 67 51 85 53 56 75 46 50 166 2891 59
internal_value=0 4.00488e-05 -3.54148e-05 -0.00209248 -0.00488238 0.000115902 0.000195906 0.00321319 8.11648e-05 -0.00212504 0.000267481 -7.1865e-05
internal_weight=0 3681 3614 248 104 3366 3310 121 3189 248 2941 144
internal_count=3728 3681 3614 248 104 3366 3310 121 3189 248 2941 144
is_linear=0
shrinkage=0.0995203


Tree=1656
num_leaves=10
num_cat=0
split_feature=17 10 26 18 7 29 30 30 6
split_gain=0.144077 0.141374 0.12142 0.0822496 0.08622 0.11693 0.0842185 0.235174 0.0613109
threshold=-0.56005499999999986 0.080235000000000015 -0.24193000000000001 0.22074500000000005 -0.068034999999999998 0.11163000000000002 0.10721500000000002 0.094490000000000018 -0.242115
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 8 6 7 -6 -4
right_child=2 -3 3 -5 5 -7 -8 -9 -10
leaf_value=0.0001162426431460061 -0.0039167763095019495 0.0075147208253839703 -0.005429536017012104 -0.0030480838311069407 8.4212547710417547e-05 0.0048446459077245005 0.0042257716616899629 -0.0070062888003506393 -0.00032499211471542099
leaf_weight=54 82 49 48 88 3245 51 47 47 46
leaf_count=54 82 49 48 88 3245 51 47 47 46
internal_value=0 0.00364386 -0.000130304 -4.31514e-05 3.25133e-05 0.000115186 4.2703e-05 -1.67702e-05 -0.00294028
internal_weight=0 103 3654 3572 3484 3390 3339 3292 94
internal_count=3757 103 3654 3572 3484 3390 3339 3292 94
is_linear=0
shrinkage=0.0995203


Tree=1657
num_leaves=9
num_cat=0
split_feature=17 18 10 27 23 29 20 11
split_gain=0.118573 0.196247 0.124227 0.128857 0.116642 0.126496 0.132497 0.134089
threshold=-0.55286000000000002 -0.057764999999999997 0.088630000000000028 -0.086859999999999993 1.0000000180025095e-35 -0.11156000000000001 -0.23803499999999997 -0.11166
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -7 -8
right_child=2 -3 -4 4 -6 6 7 -9
leaf_value=-0.00087903795338709469 -0.0042094760524328603 0.0066453673188409286 -0.003892703391193018 0.0050937460526628 -0.0040992199302231592 -0.0040297559375374378 0.0043349803450280361 4.9478244000650071e-05
leaf_weight=69 72 68 85 50 66 77 74 3196
leaf_count=69 72 68 85 50 66 77 74 3196
internal_value=0 0.00284973 -0.000132926 -4.229e-05 4.41145e-05 0.000124856 5.03824e-05 0.000146709
internal_weight=0 137 3620 3535 3463 3397 3347 3270
internal_count=3757 137 3620 3535 3463 3397 3347 3270
is_linear=0
shrinkage=0.0995203


Tree=1658
num_leaves=14
num_cat=0
split_feature=17 10 26 18 0 0 30 26 0 5 3 4 0
split_gain=0.09662 0.117817 0.0902912 0.0678135 0.0856933 0.149932 0.179237 0.233892 0.139094 0.405548 0.131083 0.325549 0.156844
threshold=-0.56005499999999986 0.080235000000000015 -0.24193000000000001 0.22074500000000005 -0.068604999999999985 -0.066264999999999991 0.096655000000000033 -0.066534999999999997 -0.071484999999999993 -0.053109999999999997 0.083055000000000018 0.10442000000000003 -0.07298499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 8 -6 7 -7 10 -10 11 -4 -12
right_child=2 -3 3 -5 5 6 -8 -9 9 -11 12 -13 -14
leaf_value=-0.00020740820933700036 -0.0033717226300949512 0.0065181264335424033 -0.0060243419771249251 -0.0027598726379402627 -0.0055106939805970251 0.0027338243729779221 0.004870019123325315 -0.0019475299945995118 0.010929990949959077 -0.0010901154682295109 0.00045429270413144073 0.0029647999785515702 -0.004872969750801385
leaf_weight=54 82 49 103 88 64 134 57 499 46 70 2390 65 56
leaf_count=54 82 49 103 88 64 134 57 499 46 70 2390 65 56
internal_value=0 0.00298417 -0.000106513 -3.13263e-05 3.73573e-05 -0.000901538 -0.000472835 -0.000955239 0.000296971 0.00366942 0.000147 -0.00254153 0.000331993
internal_weight=0 103 3654 3572 3484 754 690 633 2730 116 2614 168 2446
internal_count=3757 103 3654 3572 3484 754 690 633 2730 116 2614 168 2446
is_linear=0
shrinkage=0.0995203


Tree=1659
num_leaves=9
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split_feature=17 18 10 7 9 2 11 3
split_gain=0.0825868 0.159278 0.0973356 0.0625339 0.140399 0.100232 0.0777624 0.110464
threshold=-0.55286000000000002 -0.057764999999999997 0.088630000000000028 -0.10984999999999999 -0.37999999999999995 0.31852000000000008 -0.090469999999999995 0.083875000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -6 -8
right_child=2 -3 -4 4 5 -7 7 -9
leaf_value=-0.00097973429648369015 -0.0031376548833132955 0.0057987609273351011 -0.0034384730423656354 0.00501435552373348 0.0029227475678062316 -0.0039555204747462533 -0.0019025040624604339 0.00012281143009130612
leaf_weight=69 63 68 85 55 89 64 293 2971
leaf_count=69 63 68 85 55 89 64 293 2971
internal_value=0 0.0023788 -0.000110426 -3.01708e-05 2.59792e-05 -5.40741e-05 2.01502e-05 -5.87446e-05
internal_weight=0 137 3620 3535 3472 3417 3353 3264
internal_count=3757 137 3620 3535 3472 3417 3353 3264
is_linear=0
shrinkage=0.0995203


Tree=1660
num_leaves=14
num_cat=0
split_feature=11 0 11 4 8 6 0 4 4 5 3 21 4
split_gain=0.10139 0.286276 0.21565 0.233487 0.0826809 0.179761 0.30467 0.0836339 0.144184 0.201806 0.123157 0.269921 0.196412
threshold=-0.075149999999999981 0.0083400000000000019 -0.364875 0.11366000000000002 -0.36115499999999995 -0.083069999999999991 -0.044789999999999996 0.13424500000000003 0.11230000000000002 -0.46834999999999999 0.14166500000000004 0.13557500000000003 0.10495500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -2 -7 8 10 -10 11 12 -6
right_child=4 -3 3 -5 7 6 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0049515155394483255 -0.0012157040520737676 -0.0085619867117880336 -0.0021165934287206414 0.0072611005497777471 -8.3436143544670757e-05 0.010834400429266592 -0.0004223222909400605 0.0032916157644069695 -0.0084523337258738153 -0.0004512028665168259 0.0044746114015641898 -0.0072211612769424571 0.0040084445371518698
leaf_weight=58 82 52 52 53 2914 47 48 74 48 90 61 51 121
leaf_count=58 82 52 52 53 2914 47 48 74 48 90 61 51 121
internal_value=0 -0.00213235 -7.61498e-05 0.00260911 9.35018e-05 0.00218995 0.00513818 -1.67252e-05 -9.15003e-05 -0.00324014 4.63115e-05 -4.09561e-05 7.94301e-05
internal_weight=0 215 163 105 3536 177 95 3359 3285 138 3147 3086 3035
internal_count=3751 215 163 105 3536 177 95 3359 3285 138 3147 3086 3035
is_linear=0
shrinkage=0.0995203


Tree=1661
num_leaves=21
num_cat=0
split_feature=11 0 11 4 2 0 3 0 1 0 4 8 27 4 9 8 3 2 3 0
split_gain=0.0822396 0.232099 0.174824 0.189365 0.0914366 0.225144 0.213499 0.179902 0.524224 0.280676 0.155085 0.414412 0.18046 0.261188 0.179646 0.314341 0.144906 0.124563 0.108482 0.113869
threshold=-0.075149999999999981 0.0083400000000000019 -0.364875 0.11366000000000002 0.10166000000000001 0.042275000000000014 0.10749000000000002 -0.14075499999999999 0.41379000000000005 -0.10148 0.098220000000000016 -0.093384999999999982 0.078330000000000025 0.083250000000000018 0.098465000000000011 -0.082654999999999992 0.11025500000000002 0.094050000000000022 0.082130000000000022 -0.027364999999999997
decision_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 10 6 -6 8 -8 -9 12 -12 17 -14 15 -13 -17 18 -2 -20
right_child=4 -3 3 -5 5 -7 7 9 -10 -11 11 14 13 -15 -16 16 -18 -19 19 -21
leaf_value=-0.0044587400423271289 0.0042599048128858317 -0.0077098964100025648 -0.0019059496698240494 0.0065384741828124048 -0.003626407702702152 0.0080726689460313295 0.011802153962936325 -0.0061798114215621701 -0.0014617098686557349 0.0033135617244844677 -0.010925877122714851 0.0039367726729288236 0.00037372574114979945 0.0097963855370118147 0.0039473417314920163 -0.0015931677114910882 -0.0080165326395524161 -0.0042067210583396943 0.00011624302359604181 -0.0031993633726472076
leaf_weight=58 60 52 52 53 86 46 57 51 61 78 46 59 80 46 63 72 68 69 2487 107
leaf_count=58 60 52 52 53 86 46 57 51 61 78 46 59 80 46 63 72 68 69 2487 107
internal_value=0 -0.00192051 -6.85715e-05 0.00234868 8.41273e-05 0.00154485 0.000640654 0.00212967 0.00493848 -0.000433287 -9.09746e-05 -0.00221257 0.0001381 0.00382024 -0.000679624 -0.00214856 -0.00471894 -3.19818e-05 7.62467e-05 -2.0207e-05
internal_weight=0 215 163 105 3536 379 333 247 118 129 3157 308 2849 126 262 199 140 2723 2654 2594
internal_count=3751 215 163 105 3536 379 333 247 118 129 3157 308 2849 126 262 199 140 2723 2654 2594
is_linear=0
shrinkage=0.0995203


Tree=1662
num_leaves=15
num_cat=0
split_feature=10 13 35 0 0 3 17 3 25 3 17 19 3 17
split_gain=0.13143 0.0858225 0.113768 0.0961345 0.0763765 0.275469 0.540297 0.28726 0.177374 0.170833 0.148045 0.228489 0.1176 0.11273
threshold=0.093790000000000026 1.0000000180025095e-35 -0.075079999999999994 -0.0033699999999999997 -0.071029999999999996 0.098225000000000021 -0.12118 0.10486500000000003 0.082255000000000023 0.30793000000000009 0.51174000000000019 0.11838500000000003 0.088475000000000012 0.11639500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -6 -7 10 -9 13 -12 -8 -4
right_child=-2 -3 4 -5 5 7 12 9 -10 -11 11 -13 -14 -15
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leaf_weight=53 61 70 2122 49 49 81 55 503 49 50 93 53 94 369
leaf_count=53 61 70 2122 49 49 81 55 503 49 50 93 53 94 369
internal_value=0 4.80068e-05 -1.85094e-05 -0.00329522 7.62621e-05 -0.000756609 0.00248207 -0.00176935 0.000334552 -0.000956898 0.000223989 0.00330416 -0.000493928 4.3128e-05
internal_weight=0 3690 3620 102 3518 832 198 634 2686 553 2637 146 149 2491
internal_count=3751 3690 3620 102 3518 832 198 634 2686 553 2637 146 149 2491
is_linear=0
shrinkage=0.0995203


Tree=1663
num_leaves=13
num_cat=0
split_feature=26 2 0 26 6 9 21 3 3 0 3 3
split_gain=0.07242 0.269139 0.387131 0.263904 0.257708 0.170704 0.116815 0.194016 0.195042 0.176567 0.169911 0.110235
threshold=0.12086000000000002 -0.072624999999999981 -0.055729999999999995 0.11819500000000002 -0.06656999999999999 -0.25326499999999996 0.14680000000000004 0.12732500000000005 0.12015500000000003 -0.103645 0.11663500000000003 0.13977500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 -1 7 8 10 -9 -7 -11
right_child=1 2 -4 -5 -6 6 -8 9 -10 11 -12 -13
leaf_value=-0.00605867283035937 0.0074875100343375816 -6.4785308715575046e-05 0.0062323661549718978 -0.0071135242899515883 -0.0092137707874800877 -6.9024151551643544e-05 -0.0035977531289114691 0.0079627813360001378 -0.0046616106441957263 0.0046086680434235467 0.004230200604083397 -0.00048921181783388127
leaf_weight=46 59 91 64 53 46 2892 85 53 89 67 94 112
leaf_count=46 59 91 64 53 46 2892 85 53 89 67 94 112
internal_value=0 0.00157726 -0.000153521 -0.000144374 -0.00314268 -3.66994e-05 4.47253e-05 0.000138596 -7.05243e-05 0.00291387 6.60424e-05 0.00141436
internal_weight=0 260 201 3491 137 3438 3392 3307 3075 232 2986 179
internal_count=3751 260 201 3491 137 3438 3392 3307 3075 232 2986 179
is_linear=0
shrinkage=0.0995203


Tree=1664
num_leaves=11
num_cat=0
split_feature=31 3 3 1 18 3 8 0 9 1
split_gain=0.134612 0.122177 0.473469 0.125823 0.121296 0.109642 0.0862293 0.106683 0.169509 0.139828
threshold=0.095410000000000009 0.15108000000000005 0.17152000000000003 0.073820000000000011 0.30956000000000011 0.14426500000000003 -0.51030999999999993 0.12433000000000002 0.092855000000000021 -0.51253999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1 9 -9 -8
right_child=-2 2 3 -5 -6 -7 7 8 -10 -11
leaf_value=0.0043035760145477709 0.005447858310688853 -0.01032890723779527 0.0047659623007904103 -0.0022896647733523486 -0.0043631415041078892 0.0049002450839593916 -0.0051217320496592398 0.0074962838349948886 -0.00050623172237823676 8.0408507771728506e-05
leaf_weight=49 46 53 51 49 58 49 52 49 56 3222
leaf_count=49 46 53 51 49 58 49 52 49 56 3222
internal_value=0 3.04392e-05 -0.00272263 0.00130052 0.000149828 0.000225344 0.000158282 9.79274e-05 0.00322048 -1.96563e-06
internal_weight=0 3688 153 100 3535 3477 3428 3379 105 3274
internal_count=3734 3688 153 100 3535 3477 3428 3379 105 3274
is_linear=0
shrinkage=0.0995203


Tree=1665
num_leaves=13
num_cat=0
split_feature=2 17 8 6 6 8 26 26 24 30 23 8
split_gain=0.135388 0.10721 0.0928791 0.166034 0.121744 0.117391 0.230294 0.142027 0.0929146 0.106927 0.117909 0.0786937
threshold=-0.241895 -0.57205499999999987 0.095985000000000015 -0.099455000000000002 -0.03764 0.0044850000000000011 -0.070694999999999994 1.0000000180025095e-35 0.10415500000000003 0.10801000000000002 -0.050144999999999995 0.16258000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 8 -7 -8 9 10 -3 -6
right_child=1 2 3 4 11 6 7 -9 -10 -11 -12 -13
leaf_value=0.0047378027096714268 -0.004520635871852063 -0.0047383299347661077 -0.0063652439543561406 0.0035729586587454785 0.00034381334264817708 0.0074130200151158333 -0.003526065833612434 0.0034690492784157606 -0.0042791774383431468 0.0044821808660443548 0.00013359113782081226 -0.0049278159145943971
leaf_weight=61 51 50 60 55 59 65 57 58 48 55 3062 53
leaf_count=61 51 50 60 55 59 65 57 58 48 55 3062 53
internal_value=0 1.02537e-05 7.42775e-05 -0.00187433 -0.000255924 0.000204808 0.00267814 0 6.60778e-05 0.000132194 5.50516e-05 -0.00214349
internal_weight=0 3673 3622 227 167 3395 180 115 3215 3167 3112 112
internal_count=3734 3673 3622 227 167 3395 180 115 3215 3167 3112 112
is_linear=0
shrinkage=0.0995203


Tree=1666
num_leaves=19
num_cat=0
split_feature=2 17 5 0 3 20 6 5 5 2 5 5 20 5 12 17 5 2
split_gain=0.109781 0.0962231 0.201821 0.317539 0.379644 0.285816 0.262001 0.115696 0.297666 0.442605 0.242397 0.193408 0.173402 0.183553 0.173355 0.210244 0.407645 0.295512
threshold=-0.241895 -0.46992499999999998 0.26245000000000007 -0.066735000000000003 0.094410000000000008 -0.078444999999999987 -0.0079349999999999993 -0.019465 -0.013944999999999999 -0.087075 -0.012464999999999999 -0.021739999999999999 0.094580000000000011 -0.011514999999999999 -0.082629999999999995 -0.053765 -0.078739999999999991 0.41061500000000012
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 -2 11 9 -9 -10 14 13 -12 -3 16 -16 -17
right_child=1 7 3 5 -6 -7 -8 8 10 -11 12 -13 -14 -15 15 17 -18 -19
leaf_value=0.0042662956622292227 -0.010748310038727091 -0.00614954433315774 -0.0016495234824627973 -0.0094464872085327483 0.0099927989633827388 0.00017105299946346272 -0.00056934220512007503 0.011844479809552342 -0.0058408191785845427 3.7928864767435788e-05 0.0068819511908086899 -0.0065866204163424931 -0.0051235212726977401 0.00066481003896831908 -0.0004392662981771723 -0.0006930335157997714 0.0086926189886896137 0.0066076301261033662
leaf_weight=61 47 47 58 48 53 84 54 58 59 69 49 48 49 1196 130 1490 77 57
leaf_count=61 47 47 58 48 53 84 54 58 59 69 49 48 49 1196 130 1490 77 57
internal_value=0 9.21103e-06 -0.00157515 -1.76888e-05 0.00390205 -0.00332003 -0.0053142 0.000173176 0.00082911 0.00543635 0.000396045 -0.000351413 0.000681048 0.000910159 -0.000184779 -2.44804e-05 0.00295367 -0.000423507
internal_weight=0 3673 344 243 111 132 101 3329 1480 127 1353 1849 1294 1245 1801 1754 207 1547
internal_count=3734 3673 344 243 111 132 101 3329 1480 127 1353 1849 1294 1245 1801 1754 207 1547
is_linear=0
shrinkage=0.0995203


Tree=1667
num_leaves=13
num_cat=0
split_feature=31 3 3 2 1 3 2 6 2 3 2 1
split_gain=0.0947485 0.0959163 0.389941 0.101516 0.108764 0.218797 0.148927 0.443201 0.113238 0.407054 0.166523 0.0942558
threshold=0.095410000000000009 0.15108000000000005 0.17152000000000003 -0.241895 -0.51253999999999988 0.092300000000000021 0.17898500000000003 -0.083069999999999991 0.11804000000000002 0.11404500000000002 0.09556000000000002 0.0099250000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 8 -8 10 -10 -6 -4
right_child=-2 2 11 4 6 -7 7 -9 9 -11 -12 -13
leaf_value=0.0044856040620322672 0.004559897177738045 -0.0093274837430894868 0.0045410185521631919 0.0011493536695096223 -8.4020745363225658e-06 -0.008219954398857289 -0.0017908815578916797 0.010820152024660719 -0.0095776381503483773 0.0022284457877011091 0.0036289375686202204 -0.0015827762616571538
leaf_weight=52 46 53 46 53 3025 46 63 49 52 65 130 54
leaf_count=52 46 53 46 53 3025 46 63 49 52 65 130 54
internal_value=0 1.48617e-05 -0.00242444 0.00012067 5.5268e-05 -0.0031958 0.000150621 0.00371914 2.82208e-05 -0.00301171 0.000141213 0.00122598
internal_weight=0 3688 153 3535 3483 99 3384 112 3272 117 3155 100
internal_count=3734 3688 153 3535 3483 99 3384 112 3272 117 3155 100
is_linear=0
shrinkage=0.0995203


Tree=1668
num_leaves=12
num_cat=0
split_feature=3 10 10 17 2 17 19 3 5 0 17
split_gain=0.0780911 0.0672619 0.2548 0.239699 0.10533 0.100535 0.346075 0.263626 0.982879 0.215867 0.181499
threshold=-0.16443499999999997 0.087790000000000021 0.08235000000000002 -0.047785000000000001 -0.16099499999999997 -0.0082649999999999998 0.11338500000000003 0.083815000000000014 -0.41880499999999998 -0.23058999999999999 -0.55026999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 10 8 -7 -9 -6
right_child=1 3 -4 -5 5 7 -8 9 -10 -11 -12
leaf_value=-0.0040823949468787347 0.0042044055549604496 0.0071162559820186723 -0.0062428531164766196 -0.0021689626774479076 -0.0053170457353622289 -0.0029830335121208192 0.0077340909251471211 -0.0048658307590756268 0.013821352118726296 0.00038016940090593326 -0.00059805895831074125
leaf_weight=48 58 54 66 56 85 76 48 82 63 1475 1629
leaf_count=48 58 54 66 56 85 76 48 82 63 1475 1629
internal_value=0 -4.18528e-05 -0.000116509 0.00238179 -1.27686e-06 -7.20543e-05 -0.000598723 0.000474627 0.00462746 0.000103361 -0.000832559
internal_weight=0 3692 3582 110 3516 3458 1762 1696 139 1557 1714
internal_count=3740 3692 3582 110 3516 3458 1762 1696 139 1557 1714
is_linear=0
shrinkage=0.0995203


Tree=1669
num_leaves=12
num_cat=0
split_feature=22 10 9 10 10 17 19 1 1 8 17
split_gain=0.114459 0.0623192 0.280858 0.18786 0.0918447 0.0798823 0.353787 0.285654 0.439147 0.37663 0.198967
threshold=0.13160500000000006 0.087790000000000021 0.098720000000000016 0.08235000000000002 0.077800000000000022 -0.0082649999999999998 0.11183000000000003 -0.091259999999999994 -0.084759999999999988 -0.069785 -0.55026999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 10 9 -9 -7 -1
right_child=-2 2 -4 -5 -6 7 -8 8 -10 -11 -12
leaf_value=-0.0059388521380518786 -0.0045101711668094789 0.0076987967413090462 -0.0021074289668576835 -0.0053103131974851338 0.0039029778463439092 0.011574068526765589 0.0074007869587668813 -0.0081024119621000944 0.00044144450976110343 -0.00069309775430305767 -0.00055506140207641581
leaf_weight=71 57 52 65 67 59 51 54 62 1527 48 1627
leaf_count=71 57 52 65 67 59 51 54 62 1527 48 1627
internal_value=0 -1.58882e-05 0.0022439 -9.02611e-05 9.46029e-06 -5.70801e-05 -0.000528026 0.000431236 0.000107563 0.00561809 -0.000780661
internal_weight=0 3683 117 3566 3499 3440 1752 1688 1589 99 1698
internal_count=3740 3683 117 3566 3499 3440 1752 1688 1589 99 1698
is_linear=0
shrinkage=0.0995203


Tree=1670
num_leaves=10
num_cat=0
split_feature=22 11 10 10 10 1 1 3 4
split_gain=0.0928094 0.0718134 0.10295 0.173098 0.0966627 0.0771963 0.217012 0.118183 0.0552548
threshold=0.13160500000000006 0.092640000000000014 0.087790000000000021 0.083010000000000014 0.077800000000000022 -0.40145499999999995 -0.15796999999999997 0.096510000000000026 0.10739000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 -4
right_child=-2 -3 8 -5 -6 6 -8 -9 -10
leaf_value=-0.00056893284812396751 -0.0040613180314700379 -0.0037604072915270897 0.001022609974629284 -0.0052236196730293923 0.0039667748606387158 -0.005544032269821017 -1.8044562812086353e-05 0.0045526428976351736 0.0056532822400132826
leaf_weight=89 57 50 57 63 61 72 3155 89 47
leaf_count=89 57 50 57 63 61 72 3155 89 47
internal_value=0 -1.4307e-05 3.70242e-05 -5.36935e-05 4.0042e-05 -3.00644e-05 -0.000141593 0.00198726 0.00312319
internal_weight=0 3683 3633 3529 3466 3405 3227 178 104
internal_count=3740 3683 3633 3529 3466 3405 3227 178 104
is_linear=0
shrinkage=0.0995203


Tree=1671
num_leaves=13
num_cat=0
split_feature=22 0 0 21 2 0 3 21 3 2 9 26
split_gain=0.0752547 0.102787 0.104656 0.0993277 0.220409 0.211811 0.319504 0.124151 0.0984416 0.404055 0.14615 0.0733482
threshold=0.13160500000000006 -0.25289499999999993 -0.23099 0.10940500000000002 -0.078244999999999995 -0.079954999999999984 0.11578500000000001 0.10726000000000002 0.083875000000000019 -0.087444999999999995 0.084055000000000032 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 11 -6 -7 8 9 -4 -10 -5
right_child=-2 2 3 4 5 6 -8 -9 10 -11 -12 -13
leaf_value=0.0043801451991375652 -0.0036571350109551601 -0.0045977265229592487 0.0028464155194316463 -0.0077953252073783372 -0.0039820524363208829 0.0092053824467563054 -0.00053318396156652422 0.0052419030400648057 0.0015104873059378608 -0.0040327349597986386 -0.00013373287233250803 -0.002754586992103195
leaf_weight=52 57 50 135 55 84 46 121 47 720 226 2086 61
leaf_count=52 57 50 135 55 84 46 121 47 720 226 2086 61
internal_value=0 -1.28832e-05 -7.60218e-05 -1.26584e-05 -0.00156395 9.08482e-05 0.0021444 0.000164226 8.86118e-05 -0.00145793 0.000287871 -0.00515165
internal_weight=0 3683 3631 3581 367 251 167 3214 3167 361 2806 116
internal_count=3740 3683 3631 3581 367 251 167 3214 3167 361 2806 116
is_linear=0
shrinkage=0.0995203


Tree=1672
num_leaves=19
num_cat=0
split_feature=24 17 19 20 17 8 8 2 0 8 8 20 2 21 30 0 20 20
split_gain=0.246802 0.111261 0.221261 0.194207 0.181909 0.193028 0.501332 0.33723 0.77778 0.54245 0.370162 0.315174 0.222586 0.222462 0.21748 0.160624 0.15964 0.247314
threshold=-0.071649999999999991 -0.0082649999999999998 0.11355500000000003 0.10634000000000003 -0.0050499999999999998 -0.084514999999999993 -0.082419999999999993 -0.087444999999999995 -0.09937 -0.094139999999999988 -0.42441999999999996 -0.079559999999999992 -0.081204999999999986 -0.083479999999999985 0.098380000000000009 -0.22163999999999998 0.09327000000000002 0.0057800000000000013
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 -3 7 12 8 -6 10 -9 -11 -7 -8 -15 -2 17 -17
right_child=1 4 -4 -5 5 6 13 9 -10 11 -12 -13 -14 14 -16 16 -18 -19
leaf_value=-0.0071938744163652004 -0.0054866143367797533 0.0050475839146438663 0.006150459002131921 0.0050605662133900468 -0.0032048178488128056 0.0035231624653576546 -0.005934495040803088 -0.003688364319095755 0.013721845185461493 0.00050138807498872841 0.004014454684030117 -0.0068299489762004457 0.01264711644237599 0.0013943112329377206 -0.0050240449115287762 -0.00060642504621598 -0.0061558310079357324 0.0063636780330898332
leaf_weight=46 68 91 50 59 61 57 49 94 48 80 180 210 50 780 56 1644 49 52
leaf_count=46 68 91 50 59 61 57 49 94 48 80 180 210 50 780 56 1644 49 52
internal_value=0 0.000141094 -0.000381822 -0.000556733 0.000713909 0.000476561 0.00135948 -0.000823639 0.00424162 -0.00180401 0.00136889 -0.00480469 0.00779435 0.000580552 0.000963394 -0.000739987 -0.000554549 -0.000392236
internal_weight=0 3678 1922 1872 1756 1665 992 673 109 564 274 290 107 885 836 1813 1745 1696
internal_count=3724 3678 1922 1872 1756 1665 992 673 109 564 274 290 107 885 836 1813 1745 1696
is_linear=0
shrinkage=0.0995203


Tree=1673
num_leaves=16
num_cat=0
split_feature=7 7 3 2 10 20 9 17 5 20 8 20 20 8 2
split_gain=0.136924 0.102428 0.250045 0.135208 0.171898 0.10595 0.249127 0.239919 0.34759 0.234351 0.156566 0.155796 0.17247 0.136253 0.0768947
threshold=0.097640000000000018 0.020750000000000005 0.083055000000000018 -0.19220999999999999 0.086165000000000019 -0.083495 0.08895500000000002 -0.07496499999999999 -0.19631499999999999 -0.091229999999999992 0.0065600000000000007 -0.08237499999999999 -0.081564999999999985 0.085560000000000011 -0.083254999999999982
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 9 -9 -5 14 -7 -13 -14 -8
right_child=-2 2 -4 5 -6 11 10 8 -10 -11 -12 12 13 -15 -16
leaf_value=0.00036642977241671613 -0.0044820138611358275 -0.0024397096971085245 0.0060783653518434342 -0.002677432665596139 -0.0073548699747876846 0.0053447500697438553 0.0074128873725984199 -0.0070947979870022819 0.0022702829004738277 -0.01082648823387925 -0.0013635966879011097 -0.0050630515745383941 0.00023293766499945512 0.0038397514122749552 0.0017218729740932589
leaf_weight=59 65 56 87 94 55 61 48 55 137 56 80 59 2657 108 47
leaf_count=59 65 56 87 94 55 61 48 55 137 56 80 59 2657 108 47
internal_value=0 0.000125916 0.00273689 1.94911e-05 -0.00335158 0.000132695 -0.00117889 -0.00274259 -0.00040816 -0.00572521 0.00187234 0.00036802 0.00026023 0.000374115 0.00460595
internal_weight=0 3659 143 3516 114 3402 517 342 192 150 175 2885 2824 2765 95
internal_count=3724 3659 143 3516 114 3402 517 342 192 150 175 2885 2824 2765 95
is_linear=0
shrinkage=0.0995203


Tree=1674
num_leaves=18
num_cat=0
split_feature=29 8 26 27 5 18 3 6 8 1 19 9 4 6 18 18 18
split_gain=0.127844 0.236147 0.142658 0.140603 0.104622 0.292003 0.525671 0.446568 0.37969 0.227813 0.268972 0.23392 0.444613 0.408081 0.18976 0.200489 0.245795
threshold=0.0035350000000000004 1.0000000180025095e-35 0.0054200000000000012 -0.0083799999999999986 -0.0016799999999999999 -0.025079999999999998 0.084145000000000011 0.094100000000000031 -0.08595499999999999 0.066150000000000028 0.11219500000000003 0.087495000000000031 0.076195000000000027 -0.074569999999999984 -0.015069999999999998 -0.011569999999999999 -0.0097449999999999985
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 -5 8 -8 10 11 12 -6 -13 -7 -16 -17
right_child=1 -3 -4 4 9 14 7 -9 -10 -11 -12 13 -14 -15 15 16 -18
leaf_value=0.0056305089211882813 -0.0037165646470307019 -0.0084678215918715261 0.0034838598320355196 0.012665050358042064 -0.0066125491583213757 -0.005547999862689253 0.0057678846579891406 0.0082191701812180436 -0.0013815968205280176 0.0060896686236303742 0.0059278665636720313 0.0058638654701859104 -0.00015148410933481273 -0.0012002825831807266 0.0053123077630556712 -0.0067044998755736241 5.8428883271588903e-05
leaf_weight=46 55 49 54 46 196 62 95 83 326 47 53 96 229 518 69 55 1645
leaf_count=46 55 49 54 46 196 62 95 83 326 47 53 96 229 518 69 55 1645
internal_value=0 -0.00272915 -0.000141872 0.000163697 9.20226e-05 0.00046749 0.00247846 0.0015471 0.000229763 -0.000692146 -0.000984787 -0.00133819 -0.0031331 -9.44567e-05 -0.000136123 5.30906e-05 -0.00015989
internal_weight=0 158 109 3566 3520 2381 550 504 421 1139 1092 1039 425 614 1831 1769 1700
internal_count=3724 158 109 3566 3520 2381 550 504 421 1139 1092 1039 425 614 1831 1769 1700
is_linear=0
shrinkage=0.0995203


Tree=1675
num_leaves=12
num_cat=0
split_feature=24 10 23 1 1 5 20 3 8 8 21
split_gain=0.192683 0.0763868 0.0840924 0.115727 0.198792 0.177927 0.155747 0.175401 0.386319 0.287986 0.111945
threshold=-0.071649999999999991 0.090005000000000016 1.0000000180025095e-35 0.15756500000000004 0.10055500000000002 -0.19631499999999999 -0.083970000000000003 0.11523000000000001 -0.092545000000000002 -0.016289999999999999 0.14970000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 9 -9 -8 -7
right_child=1 -3 -4 6 -6 10 7 8 -10 -11 -12
leaf_value=-0.0063640738601247896 0.0062269739141353458 -0.0029436097277205754 -0.0032555726005356733 -0.0021366199339098941 -0.0053293221206724591 0.00014828274752091351 0.0019029785761425807 0.0065732497185175733 -0.0034196644229779402 0.0097876290034096588 -0.0039663561703391264
leaf_weight=46 47 79 69 84 67 2892 138 60 106 69 67
leaf_count=46 47 79 69 84 67 2892 138 60 106 69 67
internal_value=0 0.000116984 0.000184393 0.000251865 3.18491e-05 0.000151615 0.00172952 0.00260238 0.000187302 0.00453515 5.48391e-05
internal_weight=0 3678 3599 3530 3073 3006 457 373 166 207 2959
internal_count=3724 3678 3599 3530 3073 3006 457 373 166 207 2959
is_linear=0
shrinkage=0.0995203


Tree=1676
num_leaves=14
num_cat=0
split_feature=12 11 1 20 3 3 21 21 2 20 20 20 2
split_gain=0.175631 0.192729 0.180939 0.0997773 0.289515 0.303382 0.281211 0.300556 0.223454 0.19055 0.289999 0.237105 0.18282
threshold=0.097490000000000021 -0.23394000000000001 0.55657000000000012 -0.085594999999999991 0.10057000000000002 0.093835000000000016 0.10886500000000003 -0.0050399999999999993 -0.086414999999999992 -0.083495 -0.08237499999999999 -0.081564999999999985 -0.086050000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 7 -6 -3 12 -11 -12 -5
right_child=-2 2 -4 9 6 -7 -8 -9 -10 10 11 -13 -14
leaf_value=0.0048203747092572229 0.0055446835250063196 -0.0015417659065794802 -0.0057428275738226585 -0.00034185381787772901 0.00056369934781102832 0.0092045034026235432 0.0044917715159155536 -0.0095206346657230913 0.0050029072094783288 0.0064344173513196075 -0.0068626486635020066 -0.00026568114217877367 -0.0091865051679883881
leaf_weight=75 54 116 59 46 56 64 46 61 93 63 55 2896 47
leaf_count=75 54 116 59 46 56 64 46 61 93 63 55 2896 47
internal_value=0 -0.000172243 -0.000276425 -0.000185164 0.00122423 0.00320701 -0.00209161 -0.00468695 0.00136654 -0.000383205 -0.000246015 -0.000388911 -0.00482054
internal_weight=0 3677 3602 3543 436 273 163 117 209 3107 3014 2951 93
internal_count=3731 3677 3602 3543 436 273 163 117 209 3107 3014 2951 93
is_linear=0
shrinkage=0.0995203


Tree=1677
num_leaves=9
num_cat=0
split_feature=12 11 2 4 30 27 8 27
split_gain=0.142414 0.156281 0.174119 0.109851 0.244126 0.116987 0.459669 0.152724
threshold=0.097490000000000021 -0.23394000000000001 0.41639000000000009 0.13881500000000005 0.10584000000000003 0.085370000000000015 -0.080445000000000003 0.078330000000000025
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.0043406500898534048 0.0049928756010670667 -0.0001271927719429644 -0.0053939227069523411 -0.0046526763741681718 0.0069608673865792338 -0.00011231822489715074 -0.011132511230113796 0.0047835855493484469
leaf_weight=75 54 3140 64 53 48 186 47 64
leaf_count=75 54 3140 64 53 48 186 47 64
internal_value=0 -0.000155101 -0.000248938 -0.000155637 -8.7011e-05 -0.000185678 -0.00233879 -2.88443e-05
internal_weight=0 3677 3602 3538 3485 3437 233 3204
internal_count=3731 3677 3602 3538 3485 3437 233 3204
is_linear=0
shrinkage=0.0995203


Tree=1678
num_leaves=12
num_cat=0
split_feature=4 2 0 8 4 4 28 10 29 4 2
split_gain=0.118864 0.182622 0.170505 0.156993 0.1177 0.0966467 0.102603 0.171409 0.136248 0.181608 0.094534
threshold=0.13424500000000003 -0.041009999999999998 -0.103645 -0.092299999999999993 0.12719000000000005 0.11785500000000003 0.078705000000000011 0.089450000000000016 0.0050600000000000011 0.11092500000000002 -0.012644999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 7 8 9 -1 -7
right_child=1 2 3 -5 -6 10 -8 -9 -10 -11 -12
leaf_value=-0.00019754117212006776 0.0074579935333910488 0.0057973073139225015 0.0023746284087791838 -0.004680083535362767 -0.0045116263428509181 -0.00016190938993505865 -0.0038639670771473153 0.0049587915007172799 0.0040373941434918561 -0.0043511437686306401 0.0061675195794961097
leaf_weight=3036 50 46 60 65 62 46 75 64 72 108 47
leaf_count=3036 50 46 60 65 62 46 75 64 72 108 47
internal_value=0 0.00216591 0.000613734 -0.00128727 -0.000213537 -0.000136014 -0.000223965 -0.000140483 -0.000242216 -0.000340483 0.00302803
internal_weight=0 221 171 125 3510 3448 3355 3280 3216 3144 93
internal_count=3731 221 171 125 3510 3448 3355 3280 3216 3144 93
is_linear=0
shrinkage=0.0995203


Tree=1679
num_leaves=11
num_cat=0
split_feature=12 6 3 3 6 9 21 21 18 18
split_gain=0.108154 0.129839 0.281999 0.531629 0.169927 0.150565 0.105322 0.113266 0.0931686 0.0954151
threshold=0.097490000000000021 0.12080000000000003 0.10850000000000003 0.14530500000000005 0.11413500000000003 0.091615000000000016 -0.092419999999999988 -0.08564999999999999 -0.47082499999999999 -0.10726999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 6 -3 -1 -8 -9 -10
right_child=-2 2 3 -5 -6 -7 7 8 9 -11
leaf_value=0.0039029081454305587 0.0043559050005815385 0.010402902125786723 -0.0077403278127118917 0.0066961146322559598 -0.0046922534295520662 0.0023226951440068135 -0.0041137287135350068 0.0042970184519891819 -0.0017400539577356491 -2.0519059178031691e-05
leaf_weight=62 54 46 56 46 84 46 73 46 360 2858
leaf_count=62 54 46 56 46 84 46 73 46 360 2858
internal_value=0 -0.0001303 0.00237505 -0.00122175 -0.00027008 0.0063717 -0.000160554 -0.000236296 -0.000149326 -0.000213139
internal_weight=0 3677 194 102 3483 92 3399 3337 3264 3218
internal_count=3731 3677 194 102 3483 92 3399 3337 3264 3218
is_linear=0
shrinkage=0.0995203


Tree=1680
num_leaves=11
num_cat=0
split_feature=11 13 11 1 5 9 1 1 8 1
split_gain=0.132165 0.127895 0.125235 0.07449 0.261624 0.154307 0.110463 0.10295 0.110598 0.0935348
threshold=0.092640000000000014 1.0000000180025095e-35 -0.364875 0.27998000000000006 -0.4345 -0.054184999999999997 0.26846000000000009 0.22584000000000004 -0.092844999999999997 0.50644500000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 7 8 -4 -7
right_child=-2 -3 3 4 -6 9 -8 -9 -10 -11
leaf_value=-0.0043334653546061742 -0.0053016505211602527 0.0051158932048413043 -0.0017310074778853289 -0.0037955579466099577 0.0068999668510548902 0.0037195656462494283 -0.0050075508196661131 0.0034476674683948773 -4.1683108786132792e-06 -0.0014928583383171032
leaf_weight=70 49 46 424 77 67 89 47 77 2756 55
leaf_count=70 49 46 424 77 67 89 47 77 2756 55
internal_value=0 -9.84832e-05 -0.000164207 -8.27294e-05 0.00145193 -0.000196036 -0.000216749 -0.000147364 -0.000234671 0.00172302
internal_weight=0 3708 3662 3592 288 221 3304 3257 3180 144
internal_count=3757 3708 3662 3592 288 221 3304 3257 3180 144
is_linear=0
shrinkage=0.0995203


Tree=1681
num_leaves=13
num_cat=0
split_feature=30 26 20 9 19 2 3 4 3 3 5 3
split_gain=0.108011 0.092291 0.131145 0.0931312 0.226183 0.221011 0.174786 0.286719 0.210467 0.194599 0.139241 0.100491
threshold=0.12577500000000003 0.15583500000000003 -0.062334999999999995 0.11582000000000002 -0.071824999999999986 -0.051635 0.13547000000000003 0.13584500000000002 0.12551500000000002 0.12015500000000003 -0.043449999999999996 0.17760500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 8 10 9 -6 -8 -9
right_child=-2 2 -4 5 6 -7 7 11 -10 -11 -12 -13
leaf_value=0.0053968577807352088 -0.0049431733410297404 -0.0014240713289144225 0.0049549199768339734 -0.0059021186490859166 -1.4338796333206944e-05 0.0020995210106938087 -0.0033229761795515421 -0.0019316870687065039 0.0053425391551790626 -0.0052150575973794145 -0.010626697317873341 0.004143966975833877
leaf_weight=73 46 52 82 85 3002 57 57 65 71 73 48 46
leaf_count=73 46 52 82 85 3002 57 57 65 71 73 48 46
internal_value=0 -9.03951e-05 0.00247338 -0.000186667 -8.31734e-05 -0.00268443 -0.000202406 -0.00294096 -1.41208e-05 -0.000138069 -0.00666962 0.000578777
internal_weight=0 3711 134 3577 3435 142 3362 216 3146 3075 105 111
internal_count=3757 3711 134 3577 3435 142 3362 216 3146 3075 105 111
is_linear=0
shrinkage=0.0995203


Tree=1682
num_leaves=9
num_cat=0
split_feature=11 13 12 36 11 1 5 1
split_gain=0.105762 0.102945 0.103335 0.132923 0.0919487 0.0735182 0.228806 0.0912512
threshold=0.092640000000000014 1.0000000180025095e-35 -0.087364999999999998 0.088530000000000025 -0.015740000000000001 0.27998000000000006 -0.4345 0.26846000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 -6
right_child=-2 -3 3 -5 5 6 -8 -9
leaf_value=-0.0047206816341531397 -0.0047287468094431946 0.0046039619005636672 -0.0033046787876233755 0.0048747735200209783 -0.00012539448594273039 -8.4155457183934438e-05 0.0071860876337592264 -0.0045905539168099255
leaf_weight=48 49 46 89 53 3188 182 56 46
leaf_count=48 49 46 89 53 3188 182 56 46
internal_value=0 -7.42181e-05 -0.000133206 -7.20505e-05 -0.000145906 -6.46996e-05 0.00162305 -0.00018916
internal_weight=0 3708 3662 3614 3561 3472 238 3234
internal_count=3757 3708 3662 3614 3561 3472 238 3234
is_linear=0
shrinkage=0.0995203


Tree=1683
num_leaves=15
num_cat=0
split_feature=11 13 4 1 5 3 1 3 4 5 1 1 9 5
split_gain=0.0857561 0.0834768 0.0838439 0.123388 0.355325 0.173547 0.177239 0.0898664 0.218893 0.432739 0.102378 0.142943 0.119686 0.0695285
threshold=0.092640000000000014 1.0000000180025095e-35 0.13881500000000005 0.27998000000000006 -0.45822499999999994 0.12651000000000004 0.41897000000000012 0.083875000000000019 0.079355000000000023 -0.011514999999999999 0.058455000000000014 0.066150000000000028 0.099125000000000033 -0.45822499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -5 8 9 -1 12 -12 -9 -4
right_child=-2 -3 13 4 -6 -7 -8 10 -10 -11 11 -13 -14 -15
leaf_value=-4.0707333809750868e-06 -0.0042581411404825908 0.004145774717641491 0.00047537486227684344 -0.001975327717808634 0.0091772200816335556 -0.0045617461399664562 0.0057204991257090139 -6.5508891593404138e-05 0.0018364796498345356 -0.010822636306281221 -0.0056859060969966999 -0.00066655261089756598 0.0019643809203406856 -0.0043331895237519041
leaf_weight=92 49 46 46 55 55 56 64 2336 91 61 68 327 328 83
leaf_count=92 49 46 46 55 55 56 64 2336 91 61 68 327 328 83
internal_value=0 -6.68539e-05 -0.000119994 -2.87662e-05 0.00219974 2.13625e-06 0.00215673 -0.000184193 -0.00202228 -0.00432271 -3.73112e-05 -0.00153272 0.00018411 -0.00261216
internal_weight=0 3708 3662 3533 230 175 119 3303 244 153 3059 395 2664 129
internal_count=3757 3708 3662 3533 230 175 119 3303 244 153 3059 395 2664 129
is_linear=0
shrinkage=0.0995203


Tree=1684
num_leaves=26
num_cat=0
split_feature=4 4 3 0 21 3 2 2 21 1 4 8 9 0 2 1 8 21 0 0 2 9 21 26 21
split_gain=0.101976 0.311031 0.375579 0.266082 0.166355 0.330033 0.225409 0.548047 0.336691 0.229916 0.442592 0.220987 0.226942 0.169135 0.158307 0.139418 0.371865 0.4161 0.405124 0.20243 0.193916 0.418355 0.174476 0.166115 0.0841319
threshold=0.077430000000000013 0.085720000000000018 0.085730000000000015 -0.13955999999999999 -0.032929999999999994 0.10749000000000002 0.13398000000000002 0.094050000000000022 0.087785000000000016 1.0000000180025095e-35 0.091430000000000025 -0.092299999999999993 -0.20504500000000001 -0.10148 0.013900000000000003 0.054560000000000004 0.010485000000000003 0.11639500000000003 -0.080974999999999991 -0.097180000000000002 -0.071629999999999985 0.11076000000000003 0.086285000000000014 0.091275000000000023 0.091135000000000022
decision_type=2 2 2 2 2 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 -3 7 9 -9 10 -6 12 -8 -11 15 19 17 18 -17 22 23 -22 -5 -21 -14
right_child=1 4 -4 14 6 -7 11 8 -10 13 -12 -13 24 -15 -16 16 -18 -19 -20 20 21 -23 -24 -25 -26
leaf_value=0.0072127688943064254 -6.548629130643907e-05 -0.0089451892594910581 -0.010297247712760639 0.0092916214344342992 -0.010275596635822884 0.0015461444313375182 0.0035136806444645919 0.013094098611286376 0.0026695384095838052 0.0069510708250206674 1.3537403898313359e-05 -0.0080640087101437209 -0.00077814354520127651 0.00082547609528755878 -0.0050916894439564254 0.00011525985749768621 -0.0093311598809881352 0.0066034209885249256 -0.010306144994802723 0.00084990339727602907 0.006948512639262795 -0.00072725803849902401 0.0012260857777236767 -0.0012955424809893319 -0.0068196418578140962
leaf_weight=59 76 56 67 51 50 63 77 57 67 61 240 49 46 168 50 172 49 72 47 1285 139 142 56 495 46
leaf_count=59 76 56 67 51 50 63 77 57 67 61 240 49 46 168 50 172 49 72 47 1285 139 142 56 495 46
internal_value=0 -0.000529201 -0.00486511 0.000604273 0.000102654 -0.00338408 0.000585511 0.00152386 0.00746808 0.000102087 -0.00175763 -0.00217844 -0.00046713 0.00246076 0.000451528 0.000562365 -0.00131037 3.73953e-05 -0.00211756 0.000856438 0.000636869 0.00306674 0.00507806 0.000252817 -0.00380779
internal_weight=0 1123 143 2617 980 119 861 643 124 519 290 218 169 229 2558 2508 340 291 219 2168 2061 281 107 1780 92
internal_count=3740 1123 143 2617 980 119 861 643 124 519 290 218 169 229 2558 2508 340 291 219 2168 2061 281 107 1780 92
is_linear=0
shrinkage=0.0995203


Tree=1685
num_leaves=21
num_cat=0
split_feature=35 8 8 4 19 18 1 17 17 18 18 17 6 17 6 29 4 4 8 17
split_gain=0.10197 0.0995343 0.367546 0.189389 0.233929 0.352353 0.420085 0.228048 0.174083 0.145913 0.1744 0.348377 0.592555 0.434788 0.20727 0.185618 0.144453 0.411498 0.22447 0.108057
threshold=0.004000000000000001 -0.0077949999999999998 -0.0032949999999999998 0.13424500000000003 0.10671000000000001 0.082540000000000016 -0.0057250000000000001 0.39033000000000012 0.0084900000000000028 0.15374500000000005 0.088735000000000022 -0.040589999999999994 -0.082809999999999995 -0.0046399999999999992 0.097935000000000022 -0.085039999999999991 0.077430000000000013 0.090860000000000024 -0.10337499999999999 -0.072659999999999988
decision_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 -6 -4 10 15 12 -12 -13 -15 -1 18 -18 -17 -11
right_child=-2 2 3 -5 7 6 -8 -9 -10 19 11 13 -14 14 -16 16 17 -19 -20 -21
leaf_value=0.0054970134848713022 -0.0042715157838808119 -0.0086331401942818485 -0.00032264697727743026 0.0055538036396500286 -0.0098498172428306951 0.0096980922525154809 -0.00089777302147432334 -7.4871421490247891e-05 -0.0055111889401178935 0.00091001885664317378 0.0022043822207394315 0.0066982855343985775 -0.012276884993412071 -0.00027355051834839248 -0.0069735873886122698 0.0063033124884473097 -0.0095199970941145847 0.00020487511755825415 0.00080153219034454989 0.0074797718777254718
leaf_weight=82 49 53 526 55 49 75 73 46 73 48 49 81 65 251 56 77 50 311 1619 52
leaf_count=82 49 53 526 55 49 75 73 46 73 48 49 81 65 251 56 77 50 311 1619 52
internal_value=0 0.000297567 -0.00057984 -0.000103091 -0.000473576 0.000116914 0.00446622 -0.00512531 -0.000956341 0.000601966 0.000460326 -0.00120837 -0.0060453 0.000210675 -0.00149837 0.000852335 0.000666782 -0.00113979 0.0010518 0.00433448
internal_weight=0 3691 950 897 842 747 148 95 599 2741 2641 502 114 388 307 2139 2057 361 1696 100
internal_count=3740 3691 950 897 842 747 148 95 599 2741 2641 502 114 388 307 2139 2057 361 1696 100
is_linear=0
shrinkage=0.0995203


Tree=1686
num_leaves=9
num_cat=0
split_feature=18 21 20 2 5 4 4 1
split_gain=0.0968723 0.140233 0.11405 0.111852 0.13069 0.100747 0.159618 0.155673
threshold=0.30956000000000011 0.15544000000000005 -0.24910499999999999 0.31534000000000012 -0.11065499999999999 0.13752500000000004 0.12719000000000005 0.27998000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -4
right_child=-2 -3 3 4 -6 -7 -8 -9
leaf_value=-0.0039053882601267254 -0.0037187218600054309 0.0046597503541327022 0.00025813695194922231 6.93891264052942e-05 -0.0060475300298906244 0.0041212946848512835 -0.003804705540715506 0.0033526903657816504
leaf_weight=66 61 71 3069 83 59 70 91 170
leaf_count=66 61 71 3069 83 59 70 91 170
internal_value=0 0.000279234 0.000192805 0.0002694 -0.00246638 0.0003839 0.000305091 0.000420808
internal_weight=0 3679 3608 3542 142 3400 3330 3239
internal_count=3740 3679 3608 3542 142 3400 3330 3239
is_linear=0
shrinkage=0.0995203


Tree=1687
num_leaves=20
num_cat=0
split_feature=35 8 8 23 3 5 17 3 26 3 17 26 17 5 3 6 5 17 5
split_gain=0.0795129 0.087073 0.297721 0.166306 0.187486 0.310441 0.476911 0.207131 0.586791 0.148489 0.141626 0.354372 0.254407 0.18956 0.30557 0.195379 0.185464 0.406668 0.25242
threshold=0.004000000000000001 -0.0077949999999999998 -0.0032949999999999998 -1.0000000180025095e-35 0.093615000000000018 -0.14035499999999998 -0.065004999999999993 0.10244500000000002 -0.054024999999999997 0.10850000000000003 -0.53166999999999998 0.090715000000000032 -0.46992499999999998 0.065520000000000023 0.088605000000000017 0.10615500000000003 -0.0016799999999999999 -0.10337499999999999 -0.0047599999999999995
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 -5 -7 8 -6 -9 11 -1 -12 16 -15 -16 18 -18 -14
right_child=-2 2 3 4 7 6 -8 9 -10 -11 12 -13 13 14 15 -17 17 -19 -20
leaf_value=0.00898174289749595 -0.0037890699472208351 -0.0078232346013569296 0.0056812886915194394 -0.0061200765699645169 0.0031164192039903026 -0.00058163502522537685 0.0079394213284857181 0.0023978967185986299 -0.01103158635954074 -0.0017613103380886917 -0.0048493099475784727 -0.0020504785784663357 0.00038215593961753814 0.010124654096784327 -0.00026201083286864538 0.0071194363303378047 -0.0087077175759054434 -8.4977732240955732e-05 0.0055650479937799802
leaf_weight=63 49 53 46 46 49 168 106 120 71 291 89 53 1865 50 155 46 69 253 98
leaf_count=63 49 53 46 46 49 168 106 120 71 291 89 53 1865 50 155 46 69 253 98
internal_value=0 0.000245609 -0.000575036 -0.000145857 -0.0004618 0.0014397 0.00271185 -0.00160925 -0.00524766 -0.000544951 0.000530334 0.0039341 0.000379608 0.000563438 0.00315982 0.0014232 0.000277875 -0.00193525 0.000641322
internal_weight=0 3691 950 897 851 320 274 531 120 411 2741 116 2625 2536 251 201 2285 322 1963
internal_count=3740 3691 950 897 851 320 274 531 120 411 2741 116 2625 2536 251 201 2285 322 1963
is_linear=0
shrinkage=0.0995203


Tree=1688
num_leaves=13
num_cat=0
split_feature=6 5 7 1 26 2 19 5 1 19 29 26
split_gain=0.169521 0.258145 0.207544 0.128951 0.121991 0.121881 0.0980786 0.218208 0.258149 0.143235 0.110628 0.126204
threshold=-0.25061999999999995 -0.41880499999999998 -0.073114999999999999 0.50644500000000015 -0.396395 -0.021165 0.11896000000000002 -0.015214999999999999 -0.000195 0.11368500000000002 -0.08570499999999999 -0.084904999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -5 9 8 -8 10 -6 -12
right_child=2 -3 4 5 6 -7 7 -9 -10 -11 11 -13
leaf_value=0.0038736556007388481 0.0064908499597994143 -0.0077013897125655538 0.0046810710611623427 0.0013060034511748852 0.0041775702747222044 -0.0044478551549865216 -0.0095686270625069663 0.0029878352872753835 0.00025414566550162364 0.0055922521092251426 -0.0021830840224052244 0.00021114969959778435
leaf_weight=49 52 67 58 63 65 86 56 51 50 48 236 2866
leaf_count=49 52 67 58 63 65 86 56 51 50 48 236 2866
internal_value=0 -0.00236077 0.000250276 -0.000549449 0.000155428 -0.00200952 7.73424e-05 -0.00235108 -0.00492752 0.000196185 0.000114143 2.87326e-05
internal_weight=0 265 3482 198 3430 149 3372 157 106 3215 3167 3102
internal_count=3747 265 3482 198 3430 149 3372 157 106 3215 3167 3102
is_linear=0
shrinkage=0.0995203


Tree=1689
num_leaves=13
num_cat=0
split_feature=6 5 12 4 3 26 22 4 4 2 6 4
split_gain=0.137434 0.209339 0.199467 0.180486 0.164371 0.114925 0.0832382 0.156608 0.333929 0.315964 0.24167 0.388834
threshold=-0.25061999999999995 -0.41880499999999998 -0.0088449999999999987 0.11805500000000003 0.11978500000000002 -0.396395 0.12975500000000004 0.089860000000000023 0.08544000000000003 0.084895000000000012 -0.099455000000000002 0.09717000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 -4 7 8 9 -7 -9 -12
right_child=2 -3 5 4 -6 6 -8 10 -10 -11 11 -13
leaf_value=-0.0055981377791826971 0.0059630893477616497 -0.0069349457182901449 0.0044807798716637627 -0.0024585060884395609 0.0042378905229086116 0.00030932390520086616 0.0036045516206570324 -0.006530274694018348 0.0064184621288322181 -0.0050442852328666599 -0.0072937550276473816 0.00066711532543787405
leaf_weight=51 59 67 59 65 82 2583 64 83 85 114 73 362
leaf_count=51 59 67 59 65 82 2583 64 83 85 114 73 362
internal_value=0 -0.00212551 0.000225462 -0.000493945 0.00127133 0.000126327 4.97129e-05 -1.89814e-05 0.000276601 8.27276e-05 -0.00160803 -0.000666966
internal_weight=0 265 3482 198 147 3423 3364 3300 2782 2697 518 435
internal_count=3747 265 3482 198 147 3423 3364 3300 2782 2697 518 435
is_linear=0
shrinkage=0.0995203


Tree=1690
num_leaves=13
num_cat=0
split_feature=6 30 5 9 1 7 2 0 4 3 3 3
split_gain=0.111479 0.190083 0.334683 0.223569 0.201124 0.182167 0.0922995 0.139619 0.154376 0.196061 0.180969 0.147408
threshold=-0.25061999999999995 0.082470000000000029 -0.42170999999999997 -0.081559999999999994 0.51334500000000016 -0.073114999999999999 -0.24206999999999998 0.12433000000000002 0.13630500000000004 0.14530500000000005 0.13345500000000002 0.10457000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -2 -7 8 9 10 -8 -9
right_child=5 3 -4 -5 -6 6 7 11 -10 -11 -12 -13
leaf_value=0.0038154928059516632 0.0060496260376311202 0.0058501913305104456 -0.010998243342927214 -0.003531791342559936 -0.0045945678524247158 -0.0042650344027680776 0.00015160063105946675 -9.1186793270663266e-06 -0.0049768576513261045 0.0055705178086716935 -0.0054589402461705499 0.0078979236479265122
leaf_weight=48 52 54 48 47 68 47 3108 46 59 65 58 47
leaf_count=48 52 54 48 47 68 47 3108 46 59 65 58 47
internal_value=0 -0.00191429 -0.00400734 0.00147621 -0.00110749 0.000203071 0.000114197 0.000175279 6.75339e-05 0.000159901 4.85589e-05 0.00397811
internal_weight=0 265 164 101 116 3482 3430 3383 3290 3231 3166 93
internal_count=3747 265 164 101 116 3482 3430 3383 3290 3231 3166 93
is_linear=0
shrinkage=0.0995203


Tree=1691
num_leaves=15
num_cat=0
split_feature=35 20 2 23 8 6 2 18 19 18 21 6 3 26
split_gain=0.102953 0.0995883 0.163271 0.121511 0.124728 0.319608 0.57011 0.22848 0.394496 0.362955 0.126718 0.151689 0.295085 0.184023
threshold=0.004000000000000001 0.13407000000000005 0.0066850000000000008 1.0000000180025095e-35 -0.0077949999999999998 -0.11533 -0.041009999999999998 -0.057764999999999997 0.11183000000000003 -0.089234999999999995 0.13457500000000003 -0.080534999999999995 0.13345500000000002 -0.080514999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 6 -6 9 -9 -7 11 13 -13 -1
right_child=-2 2 -4 -5 5 7 -8 8 -10 -11 -12 12 -14 -15
leaf_value=0.0053967162692542458 -0.0045803284459201956 -0.00032252354535142262 0.0071227758468667872 -0.0048585964695602134 0.00028692156164501591 -0.00060810731602389671 -0.013836160151255059 0.0025507621223658542 -0.0066479888320147215 -0.009234560656580279 0.0055387975601489756 7.0200686083546744e-05 -0.0072627093450390633 0.00089346420537657725
leaf_weight=105 47 66 52 50 65 268 50 357 53 59 47 1842 56 630
leaf_count=105 47 66 52 50 65 268 50 357 53 59 47 1842 56 630
internal_value=0 0.000106788 0.00295152 1.2847e-05 8.20404e-05 -0.000966562 -0.00584643 -0.000204006 0.00135966 -0.00216707 0.000415708 0.000323948 -0.000145724 0.0015379
internal_weight=0 3700 118 3582 3532 852 115 737 410 327 2680 2633 1898 735
internal_count=3747 3700 118 3582 3532 852 115 737 410 327 2680 2633 1898 735
is_linear=0
shrinkage=0.0995203


Tree=1692
num_leaves=9
num_cat=0
split_feature=6 6 4 4 30 4 8 3
split_gain=0.145987 0.0844948 0.120492 0.102577 0.119739 0.145526 0.0904723 0.0832474
threshold=-0.55466499999999985 -0.46637499999999998 0.14903500000000006 0.13954000000000003 0.10801000000000002 0.13146500000000003 -0.36115499999999995 0.11275500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 3 4 5 6 -3 -2
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=0.0053223648714625328 -0.0056739631985990033 0.0026852698313134513 0.0045657639254900921 -0.0048756933006548113 0.004641494920219055 -0.0047716215444973484 -0.00030981153047714502 -6.2966809743690807e-05
leaf_weight=46 57 103 51 48 49 71 3265 49
leaf_count=46 57 103 51 48 49 71 3265 49
internal_value=0 -0.000318116 -0.000236037 -0.000305525 -0.000242398 -0.000312224 -0.000217973 -0.00308792
internal_weight=0 3693 3587 3536 3488 3439 3368 106
internal_count=3739 3693 3587 3536 3488 3439 3368 106
is_linear=0
shrinkage=0.0995203


Tree=1693
num_leaves=9
num_cat=0
split_feature=6 30 9 5 1 6 8 2
split_gain=0.11838 0.0698981 0.131231 0.106782 0.141263 0.12141 0.130847 0.128916
threshold=-0.55466499999999985 -0.020805000000000001 -0.25326499999999996 -0.54623499999999992 0.51334500000000016 -0.14765999999999999 -0.36115499999999995 0.11392500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -7 -5
right_child=1 2 3 4 -6 6 -8 -9
leaf_value=0.004792682308729211 0.0035671599070529179 -0.004542592499393581 -0.0040446672858929804 -0.0032557009871136346 0.0050265530824527994 0.0037529668578588169 -0.00018235210435833287 0.0024149678458335743
leaf_weight=46 46 72 72 226 51 86 3092 48
leaf_count=46 46 72 72 226 51 86 3092 48
internal_value=0 -0.000286479 -0.00033531 -0.000250347 -0.000172126 -0.000249168 -7.56006e-05 -0.00225931
internal_weight=0 3693 3647 3575 3503 3452 3178 274
internal_count=3739 3693 3647 3575 3503 3452 3178 274
is_linear=0
shrinkage=0.0995203


Tree=1694
num_leaves=21
num_cat=0
split_feature=27 17 7 10 17 2 2 2 17 17 17 2 2 2 2 8 17 9 27 8
split_gain=0.11252 0.0628896 0.18275 0.238022 0.169576 0.426911 1.03311 0.578634 0.244066 0.185872 0.154031 0.151472 0.445338 0.260672 0.229404 0.183778 0.219382 0.171553 0.138229 0.00842774
threshold=0.11470500000000003 -0.062765000000000001 0.086645000000000028 0.07635500000000002 -0.0082649999999999998 -0.07934999999999999 -0.081134999999999999 -0.069969999999999991 -0.0050499999999999998 -0.0017249999999999998 -0.068169999999999994 -0.082294999999999993 -0.081055000000000002 -0.079149999999999984 -0.083534999999999984 -0.087374999999999994 -0.56368999999999991 0.097510000000000027 0.078330000000000025 -0.093384999999999982
decision_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 -3 -7 -6 -10 11 14 -13 -14 15 19 -17 -15 -5 -1
right_child=-2 2 -4 18 8 7 -8 -9 9 -11 -12 12 13 17 -16 16 -18 -19 -20 -21
leaf_value=0.0036404938066422255 0.0039022196119473025 -0.0019281105608376081 0.0053511476122064545 -0.0094984466446738011 0.0050718979497754663 0.011084162458454817 -0.01802646496807243 -0.0019511703375182249 -0.0047580043118351798 -4.8456457754732453e-05 0.0049436291551306875 -0.0082529095944816021 0.0055423356040894701 -0.0018268001009779022 0.0074466859961447784 -0.0064491118800957007 0.00049455387399261765 0.0024554179086473489 -0.0020178663720123824 0.0056303405269541914
leaf_weight=46 65 280 50 46 88 49 46 108 88 1468 66 75 71 417 52 50 456 119 53 46
leaf_count=46 65 280 50 46 88 49 46 108 88 1468 66 75 71 417 52 50 456 119 53 46
internal_value=0 -0.000274284 -0.00059709 -0.000731066 -0.000508622 -0.00214805 -0.00420217 0.00211197 -2.64668e-05 -0.000315332 0.000250672 1.75236e-05 -0.00101792 -0.000122632 0.00110521 0.000552405 -0.000189962 -0.000874556 -0.00550196 0.00464432
internal_weight=0 3674 2276 2226 2127 483 326 157 1644 1556 1398 1332 682 607 650 598 506 536 99 92
internal_count=3739 3674 2276 2226 2127 483 326 157 1644 1556 1398 1332 682 607 650 598 506 536 99 92
is_linear=0
shrinkage=0.0995203


Tree=1695
num_leaves=11
num_cat=0
split_feature=6 0 20 20 23 4 4 26 17 26
split_gain=0.0928699 0.072735 0.24331 0.633894 0.097426 0.0864008 0.148909 0.0965471 0.274848 0.151914
threshold=-0.55466499999999985 -0.22163999999999998 -0.0058900000000000003 -0.071149999999999991 1.0000000180025095e-35 0.14566000000000004 0.13699000000000003 0.084100000000000022 -0.53447999999999996 0.0054200000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 9 -9 -3
right_child=1 4 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=0.0042617772479222526 0.0026555727028648611 0.00014809221108102647 0.0023143038031156319 -0.013027484357643815 -0.004592615833923664 0.00319677655683965 -0.0050259277680626728 -0.005795828071032752 -0.00023170827713410504 0.0031431411793506185
leaf_weight=46 50 1044 69 52 48 78 61 92 1999 200
leaf_count=46 50 1044 69 52 48 78 61 92 1999 200
internal_value=0 -0.000236932 -0.00224168 -0.00533169 -0.000139365 -7.75991e-05 -0.000153047 -6.3672e-05 -0.000476911 0.000630269
internal_weight=0 3693 171 102 3522 3474 3396 3335 2091 1244
internal_count=3739 3693 171 102 3522 3474 3396 3335 2091 1244
is_linear=0
shrinkage=0.0995203


Tree=1696
num_leaves=15
num_cat=0
split_feature=20 20 3 3 3 8 3 20 20 8 20 21 29 29
split_gain=0.080989 0.258947 0.210155 0.315031 0.310731 0.332742 0.319318 0.169295 0.335488 0.224745 0.160025 0.15643 0.115674 0.103059
threshold=-0.085594999999999991 -0.084474999999999995 0.10057000000000002 0.10807500000000002 0.093835000000000016 -0.086304999999999993 0.087675000000000017 -0.08323499999999999 -0.081564999999999985 -0.084129999999999996 -0.081030000000000005 0.088010000000000019 -0.091704999999999995 -0.082294999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 -7 -3 9 -9 -10 -5 -12 -14
right_child=1 7 3 11 -6 6 -8 8 10 -11 12 -13 13 -15
leaf_value=-0.005774495348046923 -0.007207217486712365 0.0050237631161917529 -0.0085046238877101131 0.0054437781065526667 0.0090383636476056885 0.0078482300884017298 -0.00091361005849008433 -0.0010989933608346277 0.0055298820588604476 -0.010563422826673628 -0.004663445090970446 -0.001574700938533895 0.004132117428166643 -0.00025527701763721573
leaf_weight=54 54 59 48 48 61 78 87 48 48 52 58 91 54 2897
leaf_count=54 54 59 48 48 61 78 87 48 48 52 58 91 54 2897
internal_value=0 -0.000372203 0.00102857 -0.00155197 0.00275492 0.00100099 0.00322339 -0.000257182 -0.000356135 -0.00602869 -0.000170307 0.000843058 -0.00026151 -0.000174715
internal_weight=0 3270 467 187 280 219 165 3216 3157 100 3057 139 3009 2951
internal_count=3737 3270 467 187 280 219 165 3216 3157 100 3057 139 3009 2951
is_linear=0
shrinkage=0.0995203


Tree=1697
num_leaves=16
num_cat=0
split_feature=7 17 5 21 21 26 8 26 17 26 19 19 19 19 5
split_gain=0.093701 0.0876596 0.276577 0.267347 0.3215 0.499328 0.488229 0.344742 0.265586 0.13901 0.120262 0.303991 0.180162 0.137825 0.0705755
threshold=0.093110000000000012 0.11639500000000001 0.058505000000000008 0.091485000000000025 -0.019084999999999998 0.090385000000000021 -0.079704999999999998 0.080935000000000021 0.10178500000000003 0.089795000000000028 0.11174500000000002 0.10583000000000002 0.090990000000000029 0.077805000000000027 -0.095609999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 7 -7 -6 10 14 11 12 13 -1 -5
right_child=-2 2 -4 9 5 6 -8 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.00016173010756680769 0.0033772793234135485 0.0019643795501305449 0.0050867813573851539 0.0064131971389250397 -0.0043746221884038107 0.0053017007122575007 -0.0066941729661648321 -0.013176728214024259 0.0070928836587486298 -0.0022790775737494542 -0.0039565082816632735 0.0078091768094902874 -0.0048331976540463648 0.0040813094402098642 0.0009876535778256851
leaf_weight=2711 72 87 60 50 99 72 63 80 51 60 80 48 80 78 46
leaf_count=2711 72 87 60 50 99 72 63 80 51 60 80 48 80 78 46
internal_value=0 -0.000247435 -0.00132924 -0.00202185 -0.00338238 -0.00486642 -0.00029031 -0.0083131 -2.81785e-05 0.00147018 -0.000149631 -4.4945e-05 -0.000176634 -4.27714e-05 0.00382199
internal_weight=0 3665 617 557 401 314 135 179 3048 156 2997 2917 2869 2789 96
internal_count=3737 3665 617 557 401 314 135 179 3048 156 2997 2917 2869 2789 96
is_linear=0
shrinkage=0.0995203


Tree=1698
num_leaves=15
num_cat=0
split_feature=2 1 5 4 18 27 3 6 26 8 9 1 20 4
split_gain=0.0782319 0.104334 0.195356 0.351728 0.135382 0.105254 0.0925655 0.107845 0.235837 0.466379 0.338885 0.180603 0.18769 0.032926
threshold=-0.24206999999999998 -0.37983499999999998 0.25032500000000008 0.08544000000000003 -0.034774999999999993 -0.032854999999999995 -0.14674999999999996 0.085845000000000019 0.088685000000000028 -0.085289999999999991 0.086635000000000031 -0.15528499999999998 -0.085594999999999991 0.099960000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 13 -3 -7 11 9 -9 -10 -8 -13 -4
right_child=1 5 4 -5 -6 6 7 8 10 -11 -12 12 -14 -15
leaf_value=-0.0040702500712415475 2.2975389986009858e-06 0.0032269662710421691 0.0033630673524890002 0.011155296926544871 -0.0049979191168633029 0.0032668978082160136 -0.0061022284164903799 0.0055929490271174479 -0.0086020994836083775 -0.00071645164625879388 -0.00019608849764795767 0.0015656880553147571 -0.0011013180367254038 -0.00030898468476811758
leaf_weight=50 64 84 48 50 47 69 63 208 51 262 696 309 1688 48
leaf_count=50 64 84 48 50 47 69 63 208 51 262 696 309 1688 48
internal_value=0 -0.000106407 0.00182726 0.00490115 -0.000617527 -0.00025153 -0.000339101 -0.000415278 0.000327019 0.00207405 -0.000771089 -0.000854208 -0.000688237 0.00151851
internal_weight=0 3687 257 114 143 3430 3346 3277 1217 470 747 2060 1997 96
internal_count=3737 3687 257 114 143 3430 3346 3277 1217 470 747 2060 1997 96
is_linear=0
shrinkage=0.0995203


Tree=1699
num_leaves=25
num_cat=0
split_feature=7 6 6 18 18 1 26 6 8 19 20 5 8 19 18 18 18 6 17 0 1 3 1 17
split_gain=0.0725906 0.076677 0.332163 0.136958 0.195931 0.22519 0.299157 0.132062 0.26447 0.283144 0.354151 0.434761 0.382448 0.1723 0.16256 0.30081 0.379805 0.259789 0.255605 0.412166 0.5513 0.371192 0.267497 0.575494
threshold=0.093110000000000012 -0.088444999999999982 -0.09007999999999998 -0.091109999999999983 -0.032374999999999994 -0.008005 -0.112275 -0.047974999999999997 -0.086064999999999989 0.0069650000000000016 -0.077579999999999996 0.40249000000000007 -0.052214999999999998 0.12840500000000002 -0.022504999999999997 -0.037059999999999989 -0.050324999999999995 -0.011749999999999998 0.064745000000000011 0.042275000000000014 -0.15528499999999998 0.10556500000000002 -0.082635 0.26760500000000004
decision_type=2 2 2 2 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 -7 8 -3 10 11 -10 -12 -11 15 16 17 -9 19 20 -16 -21 -20 -24
right_child=-2 7 -4 4 5 6 -8 14 9 13 12 -13 -14 -15 18 -17 -18 -19 22 21 -22 -23 23 -25
leaf_value=0.0034439132072263774 0.0029848955844347658 -0.0034921469585463757 -0.0084137368655363906 -0.0059291272053956044 0.0051273480441003869 0.006282847236694168 -0.0015742039114354468 -0.006174872458681575 0.0069459893791140748 -0.0041163136663424733 0.015490400296294679 -0.0033018972911956364 0.0030939528366849662 0.0029409691401435282 0.012400560136136796 -0.0074746191649672916 0.0076832195465403206 -0.00062053260180136474 0.0025287385468404765 -0.0089825415216981067 0.0013269986821247434 0.0022337822701420079 -0.0091801989699016907 0.0024124681751151529
leaf_weight=79 72 85 56 70 66 52 619 94 80 78 49 84 50 61 47 71 50 745 77 70 856 50 105 71
leaf_count=79 72 85 56 70 66 52 619 94 80 78 49 84 50 61 47 71 50 745 77 70 856 50 105 71
internal_value=0 -0.000205459 -0.000979448 -0.000508636 -0.000896579 -0.000417478 -0.000964091 6.19957e-05 0.00154731 0.00261491 0.00453561 0.00169208 0.00923784 -0.00101334 -0.00026114 -0.00123968 -0.000740803 -0.00124381 0.000474422 0.00117543 0.00190427 -0.00430225 -0.00235686 -0.00449896
internal_weight=0 3665 942 886 807 737 671 2723 487 402 263 164 99 139 2236 960 889 839 1276 1023 903 120 253 176
internal_count=3737 3665 942 886 807 737 671 2723 487 402 263 164 99 139 2236 960 889 839 1276 1023 903 120 253 176
is_linear=0
shrinkage=0.0995203


Tree=1700
num_leaves=20
num_cat=0
split_feature=19 3 18 3 3 8 1 5 9 1 19 8 1 6 21 29 20 3 3
split_gain=0.107771 0.0990977 0.213541 0.167065 0.164081 0.393354 0.128692 0.434178 0.48892 0.309924 0.248424 0.247216 0.218821 0.431239 0.343058 0.119823 0.0911924 0.409149 0.15398
threshold=0.13881500000000005 0.10583000000000002 0.15891500000000006 0.10457000000000002 0.14940500000000004 -0.076704999999999995 -0.0064949999999999999 -0.019465 0.086555000000000021 -0.008005 0.11183000000000003 -0.086304999999999993 -0.000195 -0.092919999999999989 0.090995000000000006 1.0000000180025095e-35 -0.078725000000000003 0.11252000000000002 0.11125500000000002
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 6 15 -6 9 12 -9 10 11 -1 13 -8 -14 16 17 -3 -18
right_child=-2 2 -4 -5 5 -7 7 8 -10 -11 -12 -13 14 -15 -16 -17 18 -19 -20
leaf_value=-0.0017521931010075428 -0.0039364058635033439 0.0043835439032964664 -0.0069784280680814052 0.0060230343082571282 -0.001727306552490814 0.0087514846526742067 -0.010755965491860062 0.01238406396250648 0.00016720873407927885 -0.0077615607749426854 0.0061610597529593346 0.0007973992820264383 0.0037056040992172455 0.0018751446829674031 -0.0016215988358476848 -0.0050018735455674267 -0.002761819655894034 -0.0062243445588124188 0.0010659293928591549
leaf_weight=538 61 55 49 55 81 63 47 71 60 49 68 1256 273 62 213 62 137 104 433
leaf_count=538 61 55 49 55 81 63 47 71 60 49 68 1256 273 62 213 62 137 104 433
internal_value=0 0.000280557 -0.000573684 0.00059311 -0.000237159 0.00285148 0.000479548 0.00160755 0.00679481 5.05863e-05 0.000256609 3.23495e-05 0.000464099 -0.00356379 0.00136916 -0.000800474 -0.000442031 -0.0025498 0.00014449
internal_weight=0 3676 984 2692 935 144 2637 726 131 1911 1862 1794 595 109 486 791 729 159 570
internal_count=3737 3676 984 2692 935 144 2637 726 131 1911 1862 1794 595 109 486 791 729 159 570
is_linear=0
shrinkage=0.0995203


Tree=1701
num_leaves=22
num_cat=0
split_feature=0 4 3 3 18 3 20 17 3 3 1 17 9 3 0 0 17 18 4 4 0
split_gain=0.139344 0.569931 0.0712526 0.298753 0.351424 0.305145 0.268402 0.337364 0.266839 0.262933 0.222276 0.37383 0.12638 0.124304 0.691944 0.347577 0.598105 0.257361 0.213798 0.540466 0.254788
threshold=-0.23058999999999999 0.096000000000000016 0.10684000000000003 0.11125500000000002 -0.070104999999999987 0.10871500000000002 -0.078725000000000003 -0.47196999999999995 0.10486500000000003 0.11663500000000003 -0.34140499999999996 0.12439000000000001 0.09296500000000002 0.10174000000000002 -0.083589999999999984 -0.073914999999999995 -0.35269999999999996 -0.12881499999999999 0.079660000000000022 0.088720000000000021 -0.14731999999999998
decision_type=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 9 -8 13 -5 -9 -12 -11 15 -15 18 -17 -18 20 -20 -2
right_child=2 -3 3 6 5 -7 7 10 -10 12 11 -13 -14 14 -16 16 17 -19 19 -21 -22
leaf_value=0.011663681533016928 0.0071132914430931992 -0.0021602206419042503 0.0017855155602308314 -0.0092457633027690483 -0.0026982160037293357 -0.014126292495705999 0.0083445926479302299 -0.0060951175708026254 0.0057920147845076098 0.0029186101172911341 -0.00016358440511025831 0.0076207546760306425 -0.0037910734959820292 0.0046969134781049277 -0.010604908716238075 0.013353074429859677 -0.0054137786418905591 0.0025194149167209012 -0.0088862377786054578 0.001393665089390955 -8.8392624203469149e-05
leaf_weight=50 50 72 51 53 46 47 57 49 86 51 437 71 61 58 59 48 46 336 93 111 1805
leaf_count=50 50 72 51 53 46 47 57 49 86 51 437 71 61 58 59 48 46 336 93 111 1805
internal_value=0 0.00349861 7.85614e-05 -0.000675705 -0.00484023 -0.0084825 9.30669e-05 0.00105171 0.000337479 -0.00346929 0.00030393 0.000922773 -0.000728462 0.000157161 -0.00301239 0.000306481 0.00288009 0.00156197 -0.000230592 -0.00328875 0.000105282
internal_weight=0 122 3615 923 144 93 779 614 2692 165 557 508 112 2606 117 2489 430 382 2059 204 1855
internal_count=3737 122 3615 923 144 93 779 614 2692 165 557 508 112 2606 117 2489 430 382 2059 204 1855
is_linear=0
shrinkage=0.0995203


Tree=1702
num_leaves=11
num_cat=0
split_feature=0 5 20 19 23 7 7 6 6 6
split_gain=0.118193 0.656945 0.194487 0.0852025 0.092731 0.193081 0.142142 0.110459 0.28732 0.168536
threshold=-0.229625 -0.086109999999999992 -0.048954999999999999 0.13857500000000003 -0.068919999999999995 0.084545000000000023 0.064410000000000009 -0.10032499999999998 -0.096934999999999993 -0.13578499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 7 9 -9 -6
right_child=3 -3 -4 -5 5 -7 -8 8 -10 -11
leaf_value=-0.0061321459868824164 0.004514349352829565 0.012802990208428462 0.0025686429709252845 -0.0035406557091507201 -0.00017703664419767135 -0.0051870327123859222 0.0052341098498574186 0.0079689676870829135 0.00020225713057517265 -0.0042221582548521847
leaf_weight=48 47 46 54 64 393 68 54 48 2777 138
leaf_count=48 47 46 54 64 393 68 54 48 2777 138
internal_value=0 0.00292771 -0.00151782 5.75712e-05 0.000123133 6.35568e-05 0.000168501 8.67482e-05 0.000334512 -0.00122985
internal_weight=0 148 102 3589 3525 3478 3410 3356 2825 531
internal_count=3737 148 102 3589 3525 3478 3410 3356 2825 531
is_linear=0
shrinkage=0.0995203


Tree=1703
num_leaves=19
num_cat=0
split_feature=0 5 20 19 3 3 17 2 5 3 2 3 18 18 1 17 6 17
split_gain=0.0958376 0.532671 0.157725 0.0690885 0.0701951 0.225255 0.28491 0.226958 0.225957 0.202005 0.140913 0.114678 0.109377 0.226323 0.32252 0.225259 0.219208 0.211285
threshold=-0.229625 -0.086109999999999992 -0.048954999999999999 0.13857500000000003 0.10684000000000003 0.10960500000000002 -0.54892999999999992 -0.081864999999999993 -1.0000000180025095e-35 0.10486500000000003 -0.076615000000000003 0.10807500000000002 -0.117225 -0.093649999999999997 -0.090104999999999991 -0.17385999999999999 0.12080000000000003 -0.041415
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 11 -7 8 -8 12 -9 -6 15 14 -14 -2 -15 -17
right_child=3 -3 -4 -5 5 6 7 10 -10 -11 -12 -13 13 16 -16 17 -18 -19
leaf_value=-0.0055218737143770714 0.0016426910602780692 0.011528834591922856 0.0023130114501271068 -0.0031882886825771372 -0.0017365752167952163 0.0074014901375944733 -0.00069151770243119708 0.0044347438652018742 -0.0092294883129815271 0.0051695705825707044 -0.00033882065700079072 -0.0087529646358341893 0.0087664319437342417 -5.530989354238421e-05 4.7712090808452886e-05 -0.010108636413632948 0.0057674056392597005 -0.00079905464160579193
leaf_weight=48 83 46 54 64 46 47 70 69 55 84 544 47 75 2146 96 48 66 49
leaf_count=48 83 46 54 64 46 47 70 69 55 84 544 47 75 2146 96 48 66 49
internal_value=0 0.00263635 -0.00136597 5.18189e-05 0.000110879 -0.000659896 -0.000110164 -0.000589659 -0.00445478 0.000366851 0.000197162 -0.0052913 0.000209127 0.000388097 0.0038765 -0.0021557 0.000118054 -0.0054143
internal_weight=0 148 102 3589 3525 878 785 738 125 2647 613 93 2563 2383 171 180 2212 97
internal_count=3737 148 102 3589 3525 878 785 738 125 2647 613 93 2563 2383 171 180 2212 97
is_linear=0
shrinkage=0.0995203


Tree=1704
num_leaves=17
num_cat=0
split_feature=7 3 17 18 7 17 35 0 18 3 9 0 0 2 1 9
split_gain=0.238937 0.118182 0.256543 0.250785 0.202796 0.156735 0.222547 0.124234 0.242436 0.321378 0.199933 0.166923 0.299216 0.286975 0.14888 0.115702
threshold=0.097640000000000018 0.083875000000000019 0.11639500000000001 -0.018629999999999997 0.069395000000000026 -0.07496499999999999 -0.070059999999999997 -0.13955999999999999 0.089365000000000014 0.10134000000000003 -0.014225 -0.10806499999999999 -0.1021 -0.075429999999999983 0.50462500000000021 0.083925000000000013
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 -5 -7 8 9 -3 -11 13 -13 -9 -14 -8
right_child=-2 4 -4 5 -6 6 15 11 -10 10 -12 12 14 -15 -16 -17
leaf_value=-0.0054639721802749496 -0.0061395444882253788 -0.0078984840956214022 -0.0085422477391187482 -0.0026707580768144459 0.0067041776151526315 -0.0030136990100126815 0.0077922591230499333 -0.00071081395900463018 0.0033343811914401653 -0.0059670329031249443 0.0010286839864263753 -0.0069623920296943698 0.00050254748817833966 0.0081042348181540429 -0.0044704285029646589 0.0016278930099973986
leaf_weight=80 62 87 46 81 48 49 65 73 81 54 161 56 2595 73 61 57
leaf_count=80 62 87 46 81 48 49 65 73 81 54 161 56 2595 73 61 57
internal_value=0 9.05706e-05 -0.00157565 -0.000607933 0.000282316 0.000930419 0.00264103 0.000186954 -0.00149574 -0.00279394 -0.000724573 0.000412737 0.000235945 0.0036911 0.000388026 0.0049189
internal_weight=0 3667 378 332 3289 252 171 3241 383 302 215 2858 2712 146 2656 122
internal_count=3729 3667 378 332 3289 252 171 3241 383 302 215 2858 2712 146 2656 122
is_linear=0
shrinkage=0.0995203


Tree=1705
num_leaves=21
num_cat=0
split_feature=26 0 2 26 26 2 2 2 1 3 26 17 18 5 9 9 21 1 18 5
split_gain=0.162087 0.100054 0.125289 0.120292 0.34546 0.270212 0.294903 0.292619 0.259278 0.235805 0.170413 0.561367 0.147765 0.116479 0.279317 0.542257 0.32134 0.197098 0.27985 0.185623
threshold=0.5128250000000002 -0.23177499999999998 0.11665500000000002 0.088685000000000028 0.089150000000000021 -0.081344999999999987 -0.077945 -0.082275000000000001 -0.079629999999999992 0.088115000000000013 0.087865000000000013 -0.0017249999999999998 -0.020389999999999998 -0.0083599999999999994 0.085765000000000022 0.086555000000000021 -0.064794999999999991 0.039665000000000013 0.084900000000000017 -0.11065499999999999
decision_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 10 -5 7 8 9 -7 -6 13 -12 -8 17 16 -16 -15 18 -3 -19
right_child=-2 3 -4 4 5 6 12 -9 -10 -11 11 -13 -14 14 15 -17 -18 19 -20 -21
leaf_value=-0.0066358623154291465 -0.0055837394898367717 -0.0027761494875060575 0.00033149415585397273 -0.0074572307124412393 -0.0031450051002718167 -0.010008686617503801 -0.0018067086322659349 0.0074452869639037187 -0.0022569124861568975 0.0024674897432407708 -0.0010292394887752136 0.012891403106641938 0.0012515559858389249 0.0066027192602877271 0.012301605368505709 0.0017183850649428872 -0.0011554227577701968 0.0020091619376159044 0.0010836998015758487 -0.0040691134940627639
leaf_weight=49 51 460 53 69 111 60 292 76 150 223 76 46 337 60 57 304 445 442 312 56
leaf_count=49 51 460 53 69 111 60 292 76 150 223 76 46 337 60 57 304 445 442 312 56
internal_value=0 6.54775e-05 -0.00300755 0.00015336 -0.000601832 -0.000222455 -0.00124632 0.00187072 -0.00447561 0.000599808 0.00059453 0.00421282 -0.000166877 0.000387483 0.0012776 0.00339169 -0.000232042 -0.000218832 -0.00121515 0.00132402
internal_weight=0 3678 102 3576 1318 1249 839 410 210 334 2258 122 629 2136 866 361 505 1270 772 498
internal_count=3729 3678 102 3576 1318 1249 839 410 210 334 2258 122 629 2136 866 361 505 1270 772 498
is_linear=0
shrinkage=0.0995203


Tree=1706
num_leaves=18
num_cat=0
split_feature=7 21 18 18 8 21 20 6 19 6 26 26 3 26 6 8 6
split_gain=0.194025 0.108952 0.228204 0.312222 0.131965 0.120294 0.179555 0.168488 0.149172 0.11185 0.128169 0.311086 0.525843 0.525703 0.195443 0.348814 0.255955
threshold=0.097640000000000018 -0.084759999999999988 -0.086894999999999986 -0.019539999999999998 -0.086064999999999989 -0.014264999999999998 -0.048779999999999997 -0.0093650000000000001 0.093310000000000018 -0.53620499999999993 0.088685000000000028 0.090455000000000021 0.091715000000000033 0.091275000000000023 0.085845000000000019 -0.085289999999999991 0.079640000000000016
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 7 -3 -8 -7 14 12 -12 -13 16 -16 -11
right_child=-2 5 3 4 -6 9 8 -9 -10 10 11 13 -14 -15 15 -17 -18
leaf_value=0.0036462090863983742 -0.0055314247930150565 0.0086110350978007861 -0.010055379259035302 -0.0045458065173712512 0.0026225686436368431 -0.0043925167062290127 -0.0045263884146155156 0.0015928543546336956 0.0032060672182326099 0.00051118922786505387 -0.0015482767693979647 0.0074385611876106776 -0.013499167982317539 -0.00060280537244497741 0.0057026522177169746 6.1591953774640132e-05 -0.0040518884752926455
leaf_weight=51 62 61 55 48 54 55 52 77 47 1331 177 88 46 947 190 254 134
leaf_count=51 62 61 55 48 54 55 52 77 47 1331 177 88 46 947 190 254 134
internal_value=0 8.27095e-05 -0.00212909 -0.00401036 -0.000742759 0.000215948 0.00237998 0.00470103 -0.000847156 5.65152e-05 0.000134038 -0.00064554 -0.00401716 8.01144e-05 0.000648196 0.0024774 9.32567e-05
internal_weight=0 3667 208 157 102 3459 237 138 99 3222 3167 1258 223 1035 1909 444 1465
internal_count=3729 3667 208 157 102 3459 237 138 99 3222 3167 1258 223 1035 1909 444 1465
is_linear=0
shrinkage=0.0995203


Tree=1707
num_leaves=13
num_cat=0
split_feature=7 3 17 5 7 17 1 17 1 1 0 26
split_gain=0.157328 0.0903458 0.201419 0.250394 0.168754 0.133796 0.233164 0.216449 0.113884 0.154662 0.235787 0.0705221
threshold=0.097640000000000018 0.083875000000000019 0.11639500000000001 0.066815000000000027 0.057175000000000011 -0.0094900000000000002 0.26846000000000009 -0.085229999999999986 0.50644500000000015 0.41897000000000012 -0.23177499999999998 0.092385000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 7 -7 -1 9 10 -3 -12
right_child=-2 4 -4 -5 -6 6 -8 -9 -10 -11 11 -13
leaf_value=0.001783168417278867 -0.0049809362581653433 -0.005929486578578164 -0.0075553605794457723 -0.0072560544331100717 0.0053028613892925269 0.0083144082134385122 -0.00019225205715364297 -0.0059843785957912439 -0.0034308286831767018 0.0054232417984465689 0.00057116862832696212 -0.00049781841041003291
leaf_weight=83 62 62 46 47 64 49 91 62 86 56 2171 850
leaf_count=83 62 62 46 47 64 49 91 62 86 56 2171 850
internal_value=0 7.44783e-05 -0.00138232 -0.000524555 0.000242155 0.000582681 0.00277923 -0.00153248 0.000141472 0.000239604 0.000145182 0.000270123
internal_weight=0 3667 378 332 3289 285 140 145 3225 3139 3083 3021
internal_count=3729 3667 378 332 3289 285 140 145 3225 3139 3083 3021
is_linear=0
shrinkage=0.0995203


Tree=1708
num_leaves=14
num_cat=0
split_feature=18 4 21 26 6 17 26 18 17 6 3 21 21
split_gain=0.0781232 0.155334 0.603943 0.206577 0.221358 0.087056 0.117015 0.0855919 0.0905789 0.0908538 0.148242 0.0931095 0.162254
threshold=0.11906500000000002 0.08167000000000002 0.13118000000000005 0.11326500000000002 -0.007045 0.51392000000000015 0.089545000000000027 0.11504500000000002 0.41435500000000008 0.11989000000000002 0.10057000000000002 -0.096850000000000006 -0.088829999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 7 -7 8 9 11 -11 -1 -13
right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 -12 12 -14
leaf_value=-0.0041603975675651075 0.0015206651979187183 0.013355026822895678 -0.0017379634269827642 0.0043088559585584552 -0.0062188807742987219 1.1060062085001844e-05 0.006604456886691595 -0.00428689577091827 -0.0033817731518274493 0.0070251666266091875 -0.00049935828793263074 0.0058490173233463104 -4.4408021124145394e-05
leaf_weight=53 79 46 61 77 68 64 46 47 77 48 56 47 2962
leaf_count=53 79 46 61 77 68 64 46 47 77 48 56 47 2962
internal_value=0 0.0016234 0.00474296 0.000129601 -0.00205396 2.15016e-05 0.00277574 -7.03367e-05 -8.97466e-06 7.27964e-05 0.00296563 -2.51906e-05 4.73742e-05
internal_weight=0 331 107 224 147 3400 110 3290 3243 3166 104 3062 3009
internal_count=3731 331 107 224 147 3400 110 3290 3243 3166 104 3062 3009
is_linear=0
shrinkage=0.0995203


Tree=1709
num_leaves=10
num_cat=0
split_feature=1 4 0 11 11 12 0 4 24
split_gain=0.0831512 0.130561 0.0896156 0.106829 0.241908 0.121766 0.138127 0.201158 0.131812
threshold=-0.50388999999999995 0.089610000000000009 0.12512500000000001 -0.364875 -0.091359999999999997 -0.0079749999999999995 -0.0083449999999999983 0.10477500000000002 0.09407500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 8 -8 -7
right_child=2 -3 -4 4 5 6 7 -9 -10
leaf_value=0.0050781769830085923 -0.0040095165882338977 -0.00054928895111363684 -0.0034530972027265513 0.0072074298131097007 -0.0041402849923412978 -4.14873437942448e-05 0.0074096303241067609 -3.9074279625763969e-05 0.0051603574373632541
leaf_weight=84 61 79 71 48 66 3127 63 83 49
leaf_count=84 61 79 71 48 66 3127 63 83 49
internal_value=0 0.00234573 4.6856e-05 0.00011815 0.000191668 9.20291e-05 0.000176361 0.00316949 3.85101e-05
internal_weight=0 163 3568 3497 3436 3388 3322 146 3176
internal_count=3731 163 3568 3497 3436 3388 3322 146 3176
is_linear=0
shrinkage=0.0995203


Tree=1710
num_leaves=12
num_cat=0
split_feature=18 21 18 18 21 25 3 0 17 17 21
split_gain=0.0695661 0.257398 0.0960796 0.114924 0.177215 0.0720006 0.0716778 0.397213 0.356784 0.31379 0.148417
threshold=0.15614500000000003 0.093175000000000022 0.13881000000000002 0.11906500000000002 0.087625000000000022 0.083740000000000023 0.092115000000000016 -0.23099 0.40057000000000009 0.11639500000000001 -0.083784999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 8 -8 9 -1 -9
right_child=1 -3 -4 4 -6 -7 7 10 -10 -11 -12
leaf_value=0.00049572672653114182 0.0057616481935436475 -0.0023190351366057815 -0.0038732879212121257 -0.0010684752900381002 0.0068686149032084068 0.0036818250046706438 -0.0086262703545806826 0.0038839085786483343 0.0080566118585100426 -0.0046611214177185098 -0.00047060667610390825
leaf_weight=1611 88 70 61 51 61 52 58 82 58 126 1413
leaf_count=1611 88 70 61 51 61 52 58 82 58 126 1413
internal_value=0 0.00217642 4.21625e-05 0.000110403 0.0032471 6.83604e-06 -4.99982e-05 -0.000545274 0.000378049 0.000121183 -0.000231216
internal_weight=0 158 3573 3512 112 3400 3348 1553 1795 1737 1495
internal_count=3731 158 3573 3512 112 3400 3348 1553 1795 1737 1495
is_linear=0
shrinkage=0.0995203


Tree=1711
num_leaves=21
num_cat=0
split_feature=1 17 29 17 17 21 18 5 26 1 18 6 20 20 17 5 0 1 26 5
split_gain=0.0684445 0.0798736 0.0758917 0.0718327 0.155396 0.18707 0.218198 0.201509 0.535795 0.331452 0.172077 0.407483 0.0974302 0.229877 0.132596 0.24533 0.125027 0.245608 0.202349 0.0757219
threshold=-0.51744999999999985 -0.088160000000000002 -0.117605 0.026115000000000006 0.064745000000000011 0.091485000000000025 0.13266500000000003 -0.015214999999999999 0.089275000000000021 -0.081889999999999991 0.10786500000000003 -0.068019999999999983 0.0033350000000000007 0.084680000000000019 -0.11491499999999999 -0.089564999999999992 0.12512500000000001 0.51334500000000016 0.31428500000000009 -0.13803499999999999
decision_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 12 10 7 19 9 -9 -6 11 -5 16 -14 -15 -16 17 18 -4 -7
right_child=2 -3 3 4 5 6 -8 8 -10 -11 -12 -13 13 14 15 -17 -18 -19 -20 -21
leaf_value=0.0052355554946756731 -0.0037633592077318382 -0.00036854672840903364 0.00012336259781506889 -0.00055910051326130128 -0.0085568326670222607 0.0032014844595643238 -0.0013477651955449521 0.010188347056204965 -0.0020797763032932891 -0.00062492637548840441 -0.00072847072161175619 0.011356143830816222 -0.0077919326776961593 -0.0049834233006874748 -0.0022973419199748477 0.0062237426234227327 -0.0047061376414130277 0.0064226996693922209 -0.0058308404655436101 0.0083051118782462002
leaf_weight=55 51 46 2228 53 61 62 72 56 95 363 61 61 54 47 83 56 54 60 58 55
leaf_count=55 51 46 2228 53 61 62 72 56 95 363 61 61 54 47 83 56 54 60 58 55
internal_value=0 0.00267509 4.81981e-05 0.000102741 0.000850467 0.000236585 0.00295362 -0.00065507 0.00246457 -0.001768 0.00352582 0.00580942 -0.000162902 -0.00207481 -0.000410595 0.00112972 2.79479e-05 0.000137266 -2.73484e-05 0.00560762
internal_weight=0 101 3630 3579 939 764 189 575 151 424 175 114 2640 240 186 139 2400 2346 2286 117
internal_count=3731 101 3630 3579 939 764 189 575 151 424 175 114 2640 240 186 139 2400 2346 2286 117
is_linear=0
shrinkage=0.0995203


Tree=1712
num_leaves=23
num_cat=0
split_feature=18 0 2 0 4 17 17 0 5 0 0 0 8 9 2 18 5 18 18 3 17 3
split_gain=0.0794775 0.283634 0.228691 0.183708 0.194666 0.413083 0.12029 0.205098 0.462469 0.196145 0.171797 0.33041 0.340574 0.254895 0.182598 0.153739 0.139585 0.234206 0.170326 0.113881 0.107094 0.0172098
threshold=-0.17307499999999998 -0.040384999999999997 -0.080484999999999987 0.042275000000000014 0.10722500000000003 -0.54752499999999993 0.016900000000000005 -0.20796499999999998 -0.093384999999999982 -0.19631499999999999 -0.071029999999999996 -0.077784999999999993 -0.072559999999999999 0.097680000000000031 -0.070724999999999996 0.22074500000000005 -0.0016799999999999999 -0.025079999999999998 -0.034774999999999993 0.11578500000000001 -0.11248999999999999 0.097595000000000029
decision_type=2 2 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 -5 7 8 -2 -8 11 14 -13 -12 -11 16 17 -9 -18 -4 -7 -22
right_child=3 -3 19 4 -6 20 9 15 -10 10 13 12 -14 -15 -16 -17 18 -19 -20 -21 21 -23
leaf_value=0.0048093336673008828 -0.00021559673539393387 0.0087717215498330278 0.0011196582103870074 -0.011803336643009747 0.0020288433244215792 0.0019818463202171928 -0.007056314474812796 0.0028484325164083771 0.011837403758576634 -0.0020056923811432115 -0.0096201736631903352 0.0091147853112778805 -0.00042425506732097254 -0.00055637604729659928 0.0018738887210733356 0.0047959317107597642 -0.0025756388043507526 -9.5211539205914992e-05 0.00086813751376644968 -0.0044693078870595903 -0.0022113594142754234 -0.0049233120617371041
leaf_weight=71 85 46 63 52 67 55 48 351 50 448 48 73 75 86 164 71 357 1126 236 84 50 46
leaf_count=71 85 46 63 52 67 55 48 351 50 448 48 73 75 86 164 71 357 1126 236 84 50 46
internal_value=0 0.00167007 0.000167795 -0.000120839 -0.00261437 -0.00415089 8.81222e-05 0.0004798 0.00424242 -0.000857356 -0.00052361 5.46178e-05 0.00427528 -0.00380922 -0.000964728 0.000242167 8.55799e-05 0.000603773 -0.00120372 -0.00206847 -0.00151019 -0.00351937
internal_weight=0 264 218 3488 270 203 3218 2276 135 942 894 760 148 134 612 2141 2070 1477 593 147 151 96
internal_count=3752 264 218 3488 270 203 3218 2276 135 942 894 760 148 134 612 2141 2070 1477 593 147 151 96
is_linear=0
shrinkage=0.0995203


Tree=1713
num_leaves=9
num_cat=0
split_feature=1 35 9 2 30 1 1 17
split_gain=0.102478 0.0615437 0.0797858 0.0848139 0.0892688 0.0697204 0.347207 0.216085
threshold=-0.52333999999999992 0.004000000000000001 -0.22988499999999998 0.31852000000000008 0.10721500000000002 -0.087944999999999995 -0.085574999999999998 0.10932500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 -4
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=-0.0033711174857424362 0.0034344478317479949 -0.0035318690849477576 -0.0014279207355591 -0.0039245590643457026 0.0036684903746864892 0.0062177747644279044 6.3330843638899616e-05 0.0048315593272733447
leaf_weight=87 71 46 605 52 69 94 2668 60
leaf_count=87 71 46 605 52 69 94 2668 60
internal_value=0 8.47713e-05 0.000130968 6.46299e-05 0.0001242 5.25994e-05 0.000273083 -0.000861924
internal_weight=0 3665 3619 3548 3496 3427 2762 665
internal_count=3752 3665 3619 3548 3496 3427 2762 665
is_linear=0
shrinkage=0.0995203


Tree=1714
num_leaves=13
num_cat=0
split_feature=1 17 11 2 0 1 8 0 17 3 17 17
split_gain=0.0830969 0.0568879 0.136465 0.128421 0.192856 0.160614 0.138063 0.0829074 0.0914837 0.106287 0.373353 0.329833
threshold=-0.52333999999999992 0.41435500000000008 0.090100000000000027 -0.071344999999999992 -0.077784999999999993 -0.0043399999999999992 -0.050299999999999997 0.12512500000000001 0.4039100000000001 0.10038500000000002 0.19454500000000005 0.28919000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 5 -3 -5 8 9 11 -11 -2
right_child=1 3 -4 6 -6 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.0030356231334434055 -9.8691897962228616e-05 -0.0056020770074315497 0.0053993124762733071 -0.0077763245628274047 0.0056622264915972588 0.0018295931270424712 -0.00023821942796371377 -0.0030361654038709197 0.0042116043332640187 0.00051768264027242221 0.0093297603652027043 -0.0085284532132685296
leaf_weight=87 2114 57 49 51 48 58 46 81 55 1009 50 47
leaf_count=87 2114 57 49 51 48 58 46 81 55 1009 50 47
internal_value=0 7.63571e-05 0.000184914 -0.00134218 0.000359417 -0.00184681 -0.00420999 0.000108536 0.000186564 0.000117559 0.000934513 -0.000282411
internal_weight=0 3665 3405 260 163 115 97 3356 3275 3220 1059 2161
internal_count=3752 3665 3405 260 163 115 97 3356 3275 3220 1059 2161
is_linear=0
shrinkage=0.0995203


Tree=1715
num_leaves=19
num_cat=0
split_feature=1 8 8 8 20 8 8 5 8 5 3 3 8 9 3 3 9 9
split_gain=0.0673792 0.0551091 0.23203 0.193501 0.567532 0.249614 0.239015 0.540871 0.281344 0.183506 0.136277 0.321143 0.297221 0.46502 0.355614 0.1873 0.262416 0.421568
threshold=-0.52333999999999992 -0.084554999999999991 -0.083849999999999994 -0.085289999999999991 -0.0073549999999999996 -0.085764999999999994 -0.086914999999999992 -0.011964999999999998 -0.087444999999999995 0.10942500000000002 0.087045000000000025 0.087745000000000031 -0.081174999999999983 0.089105000000000018 0.088535000000000016 0.086015000000000022 0.089255000000000015 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 3 -3 5 -5 6 8 -8 9 -2 15 -12 13 -13 -14 16 17 -4
right_child=1 2 10 4 -6 -7 7 -9 -10 -11 11 12 14 -15 -16 -17 -18 -19
leaf_value=-0.0027335169075258857 -0.00076038764843942255 0.0054315093774948194 -0.00013110888466898225 0.0030205717721315953 -0.012518119688638422 0.0063759041814105627 0.00041121736084930591 -0.012708123156364203 0.0064256056588601427 0.0041335763063672787 -0.0069085189326848675 -0.0078584712736687861 0.0077098739084840344 0.0021434731965782731 0.00019403358594298993 0.0063098013955597615 -0.0060864458309253947 0.00904716637279941
leaf_weight=87 882 86 219 46 47 56 85 49 65 83 68 110 65 79 1539 75 47 64
leaf_count=87 882 86 219 46 47 56 85 49 65 83 68 110 65 79 1539 75 47 64
internal_value=0 6.87358e-05 0.000357266 -0.00044749 -0.00482352 -0.000113237 -0.000426132 -0.00438005 8.74658e-05 -0.000338608 0.000164325 -0.000195314 5.88292e-05 -0.00367343 0.000499114 0.00181891 0.000795775 0.00194165
internal_weight=0 3665 2352 1313 93 1220 1164 134 1030 965 2266 1861 1793 189 1604 405 330 283
internal_count=3752 3665 2352 1313 93 1220 1164 134 1030 965 2266 1861 1793 189 1604 405 330 283
is_linear=0
shrinkage=0.0995203


Tree=1716
num_leaves=11
num_cat=0
split_feature=10 2 2 23 0 3 2 0 17 0
split_gain=0.133661 0.224722 0.0908896 0.158464 0.112945 0.143117 0.286822 0.282263 0.110144 0.148133
threshold=0.087275000000000019 -0.22383 0.50951500000000005 1.0000000180025095e-35 -0.23998999999999998 0.083875000000000019 -0.0023849999999999995 -0.067345000000000002 -0.55380499999999999 -0.055729999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6 -7 -10
right_child=1 -3 -4 -5 5 8 -8 -9 9 -11
leaf_value=0.0044970773638927002 0.0085248194485148514 0.00012292995525087718 0.0040861777039168674 -0.0052639657820210614 -0.002946463514749129 -0.0033502407787501087 -0.0093524336800707552 0.0038801311757577948 -4.494038847543599e-05 0.0020498839186042029
leaf_weight=54 49 89 52 58 198 88 46 86 2626 383
leaf_count=54 49 89 52 58 198 88 46 86 2626 383
internal_value=0 0.00311214 -4.38976e-05 -0.000104814 -1.86175e-05 -9.00113e-05 -0.00206037 -0.000876372 0.000119675 0.000221427
internal_weight=0 138 3591 3539 3481 3427 330 284 3097 3009
internal_count=3729 138 3591 3539 3481 3427 330 284 3097 3009
is_linear=0
shrinkage=0.0995203


Tree=1717
num_leaves=28
num_cat=0
split_feature=1 6 18 0 0 0 2 2 0 8 26 2 2 6 1 0 18 20 2 5 26 26 26 5 19 26 0
split_gain=0.11505 0.177511 0.383835 0.19062 0.218359 0.283929 0.18112 0.448003 0.275783 0.317508 0.291539 0.158422 0.457782 0.340404 0.536989 0.391692 0.332168 0.223002 0.377971 0.15554 0.153932 0.210926 0.138393 0.22178 0.193329 0.186618 0.136885
threshold=-0.098224999999999993 -0.047974999999999997 -0.20826999999999998 -0.050054999999999995 -0.065519999999999981 -0.070134999999999989 -0.082294999999999993 -0.082954999999999987 -0.061654999999999995 -0.088429999999999995 -0.09071499999999999 -0.075429999999999983 -0.072419999999999998 -0.096934999999999993 0.0015850000000000003 -0.087394999999999987 -0.014825 -0.072834999999999997 0.092170000000000016 -0.49053999999999998 0.10144500000000002 0.091025000000000023 0.085740000000000025 -0.071539999999999992 0.078495000000000023 -0.080514999999999989 -0.19126499999999999
decision_type=2 2 2 2 2 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 6 -3 4 5 26 7 8 9 -2 -11 13 -13 -8 16 -16 -15 18 -14 -19 21 22 23 -1 25 -25 -4
right_child=1 2 3 -5 -6 -7 11 -9 -10 10 -12 12 17 14 15 -17 -18 19 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=-0.0052516210687598552 0.0061920225565642939 -0.0088798916210218338 0.0044911217133982171 -0.0060816923040884086 0.0049495901198901866 -0.0070067191778291375 0.0038102816162004878 0.011543801035939308 0.0078785473196315639 0.0022389610183336803 -0.0055066798375208318 0.010221793627003279 0.00038569453907220339 0.0075320189587469609 -0.015236809500082575 -0.0038456922920010166 -0.0028895073840328879 0.0024142227994414446 0.010428832470258354 -0.0017854879831698852 0.0062878259354491482 -0.0054435437897413065 0.0064331857081685786 -0.0039760060840829357 0.0067166095279597307 0.0020559796874930927 -0.00052483275742079842
leaf_weight=51 60 57 56 60 73 66 82 48 51 86 109 48 137 48 48 80 82 111 51 408 57 48 50 66 64 220 1412
leaf_count=51 60 57 56 60 73 66 82 48 51 86 109 48 137 48 48 80 82 111 51 408 57 48 50 66 64 220 1412
internal_value=0 -0.000165723 -0.000848352 -0.000573237 -0.00036706 -0.000620603 0.000645896 0.0026028 0.00119761 -0.000135367 -0.00208646 1.25056e-05 0.000816549 -0.00177054 -0.00354746 -0.00812376 0.000952145 0.000176845 0.00311452 -0.000885706 0.00138616 0.000824609 0.00149355 0.000875588 0.00177075 0.00066112 -0.000332931
internal_weight=0 3173 1724 1667 1607 1534 1449 354 306 255 195 1095 755 340 258 128 130 707 188 519 556 499 451 401 350 286 1468
internal_count=3729 3173 1724 1667 1607 1534 1449 354 306 255 195 1095 755 340 258 128 130 707 188 519 556 499 451 401 350 286 1468
is_linear=0
shrinkage=0.0995203


Tree=1718
num_leaves=23
num_cat=0
split_feature=1 26 26 5 18 18 5 3 18 1 2 2 18 1 26 1 26 1 1 18 1 2
split_gain=0.0932774 0.124806 0.171044 0.128503 0.292089 0.251482 0.438358 0.216892 0.160943 0.120513 0.271869 0.310073 0.207219 0.120394 0.294253 0.157764 0.585442 0.216947 0.217644 0.530667 0.123456 0.0627373
threshold=-0.098224999999999993 0.10144500000000002 0.091025000000000023 0.23560500000000004 -0.020389999999999998 -0.089674999999999991 -0.072535000000000002 0.10669500000000003 0.089365000000000014 -0.088174999999999989 -0.083665000000000003 -0.088385000000000005 -0.086894999999999986 -0.085184999999999997 0.088115000000000013 -0.082344999999999988 0.09167500000000002 -0.081224999999999992 -0.079629999999999992 0.089505000000000015 -0.07825 0.09556000000000002
decision_type=2 2 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 7 -1 -7 21 -8 10 11 -2 -13 14 -11 16 -15 -17 19 -19 -20 -5
right_child=9 -3 -4 4 -6 6 8 -9 -10 13 -12 12 -14 15 -16 17 -18 18 20 -21 -22 -23
leaf_value=-0.0018498246984005424 -0.0074221782119795717 0.0056620601178389383 -0.0049018011172189341 -0.00327185967704248 -0.0073199499153176941 -0.0029845930472158964 0.011059190745226584 0.0072865048210050427 0.0038635562106192982 0.0077665719266885444 -0.0085250686843850766 0.0057948119034582895 -0.0023069818624363043 -0.0086915080751121428 -0.0018451413280399954 0.0051277053521519142 0.0044704406402977419 -0.011050937726297731 0.0041462849245922952 0.0030625377763636285 -3.5244982497284779e-05 0.0016945352977574509
leaf_weight=79 46 57 48 54 48 50 73 46 54 64 54 69 57 83 62 81 56 57 72 49 2423 47
leaf_count=79 46 57 48 54 48 50 73 46 54 64 54 69 57 83 62 81 56 57 72 49 2423 47
internal_value=0 0.00124821 0.000742381 0.00134491 -0.000576395 0.0028116 0.00489674 0.00162001 0.00800608 -0.000149127 -0.00236393 -0.000424862 0.00212322 2.04447e-05 0.0030305 -0.000113709 -0.00338296 5.5421e-05 -0.000102225 -0.00451906 8.50964e-05 -0.00095266
internal_weight=0 556 499 451 195 256 177 147 127 3173 226 172 126 2947 126 2821 139 2682 2601 106 2495 101
internal_count=3729 556 499 451 195 256 177 147 127 3173 226 172 126 2947 126 2821 139 2682 2601 106 2495 101
is_linear=0
shrinkage=0.0995203


Tree=1719
num_leaves=20
num_cat=0
split_feature=4 2 5 18 3 2 20 4 9 9 20 38 20 20 4 2 3 2 29
split_gain=0.0939482 0.326187 0.284568 0.15148 0.467365 0.543629 0.225093 0.187438 0.174562 0.353454 0.18489 0.221323 0.146338 0.133134 0.310089 0.176002 0.144463 0.565152 0.0753964
threshold=0.08544000000000003 0.084895000000000012 0.066275000000000014 0.084900000000000017 0.11197500000000002 0.091030000000000014 -0.084474999999999995 0.12146000000000003 0.11351500000000002 0.10054500000000002 -0.048779999999999997 -0.05851 -0.13053999999999996 -0.23598 0.079795000000000019 -0.15197999999999998 0.083875000000000019 -0.087359999999999993 -0.011859999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 6 5 -5 12 -6 9 10 -8 -12 -2 -1 15 -15 17 -17 -18
right_child=3 2 -4 4 7 -7 8 -9 -10 -11 11 -13 -14 14 -16 16 18 -19 -20
leaf_value=-0.0049525038884794962 -0.00049522164289659263 -0.009482520397557136 0.00041997212677756616 0.0011389245655736454 -0.0057001464449913221 0.015358872152022194 0.006353237242379085 0.0022771498175005061 -0.004486872552034591 0.009799883194078594 0.0062499650299360932 -0.00061701920013003701 -0.0077819953644066263 -0.0055809623205488879 0.008010659285950331 0.004452471323973077 0.0042222576532050414 -0.0093678194506282581 0.00015222428445500741
leaf_weight=53 58 69 49 56 51 51 52 68 54 46 52 438 52 56 48 52 46 67 2311
leaf_count=53 58 69 49 56 51 51 52 68 54 46 52 438 52 56 48 52 46 67 2311
internal_value=0 -0.000244524 -0.00536353 0.000891054 0.00315062 0.00792431 0.000210894 -0.00113481 0.000924636 0.001423 0.00071054 0.000110052 -0.00394732 -1.48003e-05 8.6316e-05 -6.35854e-05 6.08713e-05 -0.00332182 0.000232004
internal_weight=0 2751 118 978 226 107 752 119 642 588 542 490 110 2633 2580 2532 2476 119 2357
internal_count=3729 2751 118 978 226 107 752 119 642 588 542 490 110 2633 2580 2532 2476 119 2357
is_linear=0
shrinkage=0.0995203


Tree=1720
num_leaves=21
num_cat=0
split_feature=8 18 18 1 3 8 18 8 17 19 17 4 4 3 3 4 2 2 1 8
split_gain=0.0890126 0.223785 0.218309 0.968531 0.282963 0.275705 0.256759 0.204901 0.170486 0.27465 0.232172 0.128171 0.127225 0.126012 0.32755 0.284611 0.279934 0.19439 0.114359 0.0503926
threshold=-0.084554999999999991 -0.10726999999999999 -0.022504999999999997 -0.019239999999999997 0.086850000000000024 -0.086254999999999984 -0.01205 -0.083849999999999994 0.22924500000000006 0.092740000000000031 0.084010000000000015 0.13752500000000004 0.13146500000000003 0.084795000000000023 0.083875000000000019 0.11689000000000002 -0.085759999999999989 -0.083104999999999998 1.0000000180025095e-35 -0.087635000000000005
decision_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 -6 19 -2 9 10 -8 12 13 14 16 17 -9 -15 -10 -4
right_child=7 2 6 4 5 -7 8 11 18 -11 -12 -13 -14 15 -16 -17 -18 -19 -20 -21
leaf_value=0.0054779278577724664 0.0052128633457711815 -0.014056864505689865 0.0024765304799769677 -0.0053095049831261331 0.0093947026260825864 -0.0011235634415193891 -9.3128154864787342e-05 0.0053696793329055621 -0.00076839379522095487 -0.0080999930996808987 -0.0053542348450904302 0.0044822520077711829 -0.0045845998557764427 -0.0015726550568257826 0.0095622643086247117 0.0072513879799904141 -0.0030852983621846948 0.00055961594925471342 0.0057228529354855775 0.0071218964824346104
leaf_weight=59 88 63 48 52 46 53 718 66 46 53 94 71 54 631 51 53 94 1287 64 46
leaf_count=59 88 63 48 52 46 53 718 66 46 53 94 71 54 631 51 53 94 1287 64 46
internal_value=0 -0.000513232 -0.000789379 -0.00369107 0.000628318 0.00375544 -0.000207733 0.000499082 -0.000687369 -0.00115734 -0.000703181 0.000318921 0.000186356 0.000304803 0.00261638 5.69276e-05 0.000397264 -0.00014145 0.00300089 0.00475851
internal_weight=0 1342 1283 214 151 99 1069 2395 975 865 812 2307 2236 2182 211 1971 160 1918 110 94
internal_count=3737 1342 1283 214 151 99 1069 2395 975 865 812 2307 2236 2182 211 1971 160 1918 110 94
is_linear=0
shrinkage=0.0995203


Tree=1721
num_leaves=14
num_cat=0
split_feature=7 7 7 8 8 0 17 17 0 26 6 25 17
split_gain=0.0832788 0.0749508 0.078377 0.0786028 0.243268 0.135667 0.391571 0.426858 0.317977 0.221024 0.198902 0.128902 0.13592
threshold=0.093110000000000012 0.077685000000000018 0.053160000000000013 -0.087444999999999995 -0.086995000000000003 -0.087084999999999982 -0.0064000000000000003 -0.00067499999999999993 -0.088484999999999994 0.085355000000000028 -0.092434999999999989 0.083740000000000023 0.6218950000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 8 9 -8 10 -7 -1 12 -6
right_child=-2 -3 -4 4 11 6 7 -9 -10 -11 -12 -13 -14
leaf_value=0.0014851801181157234 0.0034274093205467972 -0.0032427391317707589 0.0039524389029938333 0.007076830497456419 0.00020304280500182343 -0.0028013064857251653 -0.013552285137454741 -0.002613925084327666 0.0076808219437052919 0.0039015941967220661 -0.0025449716222890511 0.0053100297086603335 -0.0052562506328718674
leaf_weight=245 74 67 52 52 2481 88 48 135 52 109 240 48 46
leaf_count=245 74 67 52 52 2481 88 48 135 52 109 240 48 46
internal_value=0 5.48593e-05 0.000116527 6.0013e-05 0.000337136 -0.000732991 -0.00217224 -0.00548748 0.000283946 0.00090325 -0.000507434 0.000200716 0.000103341
internal_weight=0 3663 3596 3544 2627 917 380 183 537 197 485 2575 2527
internal_count=3737 3663 3596 3544 2627 917 380 183 537 197 485 2575 2527
is_linear=0
shrinkage=0.0995203


Tree=1722
num_leaves=15
num_cat=0
split_feature=6 20 10 9 3 10 8 8 8 18 18 0 27 9
split_gain=0.0763268 0.108774 0.0800316 0.152976 0.107021 0.215839 0.0777442 0.256634 0.161349 0.154953 0.289537 0.150033 0.329433 0.200286
threshold=0.23663500000000004 -0.23803499999999997 0.078340000000000021 0.09007500000000003 0.11125500000000002 0.088630000000000028 -0.081055000000000002 -0.081534999999999982 -0.080224999999999991 0.14607000000000003 0.12487500000000003 -0.057604999999999996 0.090690000000000021 -0.069359999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 7 11 -8 10 -10 12 -3 -13
right_child=-2 2 3 4 -6 -7 8 -9 9 -11 -12 13 -14 -15
leaf_value=0.0048214324209195237 -0.0036757906171965538 -0.00010944964847735764 -0.0054183192516815571 0.0021627532523876502 0.0039269770881625388 -0.0064051729510264553 0.0048889916379202146 -0.0069518076453286403 0.00050312681272177747 0.0048892365500457476 -0.0071173142860538746 0.0010187877517986463 0.0065786902404080094 -0.0071013692881808097
leaf_weight=49 52 1381 74 66 49 52 86 55 1549 75 51 55 77 66
leaf_count=49 52 1381 74 66 49 52 86 55 1549 75 51 55 77 66
internal_value=0 0.000163397 0.000100398 -0.00165163 1.25424e-05 -0.00160601 0.00022501 -0.000269032 0.000683887 0.000467494 0.000259713 -3.57373e-05 0.000243204 -0.00340362
internal_weight=0 3685 3636 241 167 118 3395 1634 1761 1675 1600 1579 1458 121
internal_count=3737 3685 3636 241 167 118 3395 1634 1761 1675 1600 1579 1458 121
is_linear=0
shrinkage=0.0995203


Tree=1723
num_leaves=9
num_cat=0
split_feature=7 10 20 21 21 18 35 27
split_gain=0.0771604 0.076537 0.0699474 0.0658317 0.0855977 0.25028 0.0824123 0.119477
threshold=0.093110000000000012 0.090005000000000016 -0.25378999999999996 -0.092419999999999988 -0.084759999999999988 -0.023444999999999997 -0.082404999999999992 -0.089394999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -6 -8
right_child=-2 -3 3 4 6 -7 7 -9
leaf_value=-0.003419894325783884 0.0032805804054093861 -0.0030698069716466438 0.0032464738314608092 0.0021180942446069363 0.0039715347058970011 -0.0074551680360417771 0.004807947589556499 4.3999981207957993e-05
leaf_weight=55 74 77 67 54 56 54 53 3247
leaf_count=55 74 77 67 54 56 54 53 3247
internal_value=0 3.43315e-05 0.000101213 0.000156291 9.62848e-05 -0.00266096 0.00018526 0.00012076
internal_weight=0 3663 3586 3531 3464 108 3356 3300
internal_count=3737 3663 3586 3531 3464 108 3356 3300
is_linear=0
shrinkage=0.0995203


Tree=1724
num_leaves=25
num_cat=0
split_feature=17 2 9 2 3 26 5 17 2 20 5 26 17 18 2 26 18 17 17 18 5 1 11 3
split_gain=0.0852307 0.171433 0.120153 0.101784 0.0979516 0.0763448 0.0728716 0.256047 0.477875 0.735384 0.474494 0.685149 0.226561 0.476056 0.74649 0.636204 0.317479 0.294707 0.232804 0.244826 0.217442 0.169417 0.121836 0.124226
threshold=0.41435500000000008 -0.071344999999999992 0.094835000000000017 -0.055654999999999996 0.096265000000000031 0.50635500000000022 -0.082179999999999989 -0.008454999999999999 -0.082174999999999984 -0.053499999999999999 -0.091729999999999992 0.088545000000000026 0.0031350000000000006 -0.0042299999999999994 -0.078670000000000004 0.09167500000000002 -0.07989499999999998 -1.0000000180025095e-35 -0.0077549999999999997 -0.019539999999999998 -0.025879999999999997 -0.072579999999999992 -0.090715000000000004 0.084465000000000026
decision_type=2 2 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 7 8 -1 -10 22 -12 17 15 -15 16 -14 18 20 -20 -8 -16 -9 -24
right_child=1 3 -4 -5 -6 -7 12 10 9 -11 11 -13 13 14 21 -17 -18 -19 19 -21 -22 -23 23 -25
leaf_value=0.0056767339654064178 0.00063829512996299565 -0.0085482755326747629 0.0040798509673176065 -0.0020949298955863309 -0.0052486257028833711 0.0038849889609488563 0.0031079306762354787 -0.0036831566319694207 0.00043350490668042749 -0.014504614773086752 -0.00085869836462929092 0.015875688047184675 -0.0062472476807534779 -0.016988303066317195 0.00030608972072363003 0.00924463385838524 0.0017602879834000855 0.0062485363157917051 0.00074761949498556863 -0.0086176023327809055 -0.00025180777353627409 -0.0065266854504844084 0.0037366097165319337 0.00030017185660470336
leaf_weight=49 71 46 52 52 46 50 218 62 78 56 46 51 100 47 85 62 96 75 49 63 1527 62 127 584
leaf_count=49 71 46 52 52 46 50 218 62 78 56 46 51 100 47 85 62 96 75 49 63 1527 62 127 584
internal_value=0 -0.00182069 9.48781e-05 -0.00513241 -0.00166923 2.40321e-05 -3.18973e-05 0.000657348 -0.00272485 -0.00580319 0.00136972 0.00793136 -0.000336677 -0.00234256 -0.00606746 0.000455157 -0.00232101 0.000132186 -0.000114399 -0.00451301 0.00016745 -0.00257019 0.00054527 0.000915146
internal_weight=0 267 169 98 117 3487 3437 1053 183 134 870 97 2384 452 194 258 196 1932 1857 112 1745 147 773 711
internal_count=3754 267 169 98 117 3487 3437 1053 183 134 870 97 2384 452 194 258 196 1932 1857 112 1745 147 773 711
is_linear=0
shrinkage=0.0995203


Tree=1725
num_leaves=12
num_cat=0
split_feature=12 11 27 11 26 2 26 1 18 21 18
split_gain=0.0814633 0.141742 0.195415 0.141307 0.0745673 0.145664 0.118733 0.387589 0.107495 0.177357 0.154013
threshold=0.093040000000000025 -0.11166 0.095050000000000023 -0.085754999999999984 0.15583500000000003 -0.062394999999999999 0.11991000000000003 -0.072579999999999992 -0.0086449999999999982 0.10683000000000002 -0.011569999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 8 -8 10 -10 -5
right_child=-2 3 -4 4 5 -7 7 -9 9 -11 -12
leaf_value=0.0078062945682254494 -0.0037971800942314966 -0.0051017135133298638 -0.00094599993064158918 -0.00037027603118416626 -0.0018242083962776395 0.0048616705539377292 0.0028417830902442427 -0.0084468364462861097 0.00088161710062887211 -0.0024015098424488052 -0.0044228074147858809
leaf_weight=53 58 56 48 1519 53 82 56 65 1482 183 99
leaf_count=53 58 56 48 1519 53 82 56 65 1482 183 99
internal_value=0 -3.79236e-05 0.00363868 -0.000141444 -6.2723e-05 0.00223078 -0.000153922 -0.00321559 -4.08303e-05 0.000520277 -0.000618743
internal_weight=0 3696 101 3595 3539 135 3404 121 3283 1665 1618
internal_count=3754 3696 101 3595 3539 135 3404 121 3283 1665 1618
is_linear=0
shrinkage=0.0995203


Tree=1726
num_leaves=15
num_cat=0
split_feature=17 2 8 3 0 2 9 19 19 17 10 11 2 9
split_gain=0.0688177 0.141284 0.145153 0.162085 0.0956438 0.316407 0.199729 0.0999754 0.341357 0.118355 0.0923271 0.0863997 0.0781339 0.0114695
threshold=0.41435500000000008 -0.071344999999999992 -0.076554999999999998 0.096385000000000012 0.099665000000000017 -0.019910000000000001 -0.20504500000000001 0.11804500000000002 0.11028000000000003 -0.56005499999999986 0.086165000000000019 -0.15367499999999998 -0.055654999999999996 0.091485000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 10 -1 8 9 -8 13 -11 -3 -6
right_child=1 12 -4 -5 5 -7 7 -9 -10 11 -12 -13 -14 -15
leaf_value=0.004948600151713339 0.0014075700663552756 -0.0076271083395473092 0.0045529524533560704 -0.0060312109082674018 0.0031631842610346248 -0.009224308254839754 0.0047395622867228001 0.0034000970215597604 -0.0079780248697743222 -0.0033400585214894284 -0.0031302027480240293 8.0535651497163252e-05 -0.0019688845594290189 0.00093215482897784463
leaf_weight=84 67 46 51 51 46 47 53 85 53 75 54 2942 52 48
leaf_count=84 67 46 51 51 46 47 53 85 53 75 54 2942 52 48
internal_value=0 -0.00162664 0.000111929 -0.00180056 3.0966e-05 -0.00211028 0.000158051 3.23569e-05 -5.90422e-05 7.74034e-05 0.000143372 -4.22606e-06 -0.00463314 0.00203265
internal_weight=0 267 169 118 3487 195 3292 3208 3123 3070 148 3017 98 94
internal_count=3754 267 169 118 3487 195 3292 3208 3123 3070 148 3017 98 94
is_linear=0
shrinkage=0.0995203


Tree=1727
num_leaves=15
num_cat=0
split_feature=12 11 27 11 17 18 3 3 3 2 1 2 3 27
split_gain=0.0645667 0.128103 0.155323 0.108817 0.0774127 0.216484 0.214204 0.227749 0.125958 0.403515 0.713462 0.358901 0.152339 0.136791
threshold=0.093040000000000025 -0.11166 0.095050000000000023 -0.085754999999999984 0.11639500000000001 -0.082304999999999989 0.08544000000000003 0.10174000000000002 0.083955000000000016 -0.08569499999999998 -0.089520000000000002 -0.022909999999999996 0.084380000000000024 0.078330000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 8 -6 -7 -8 9 10 -5 -11 -10 -14
right_child=-2 3 -4 4 5 6 7 -9 12 11 -12 -13 13 -15
leaf_value=0.0071844508694558192 -0.00337288604077994 -0.0044774093027881573 -0.00061612988250165637 0.00039744483774376081 -0.0068614159180180392 -0.0068915525876271999 0.0018121144442277042 -0.0025382176860279642 -0.0043999889477763206 -0.0086061874200562133 0.015930945398050563 0.0028042969666055594 -0.00011770379204833208 0.0025659357247465753
leaf_weight=53 58 56 48 78 58 47 309 194 77 47 47 65 2413 204
leaf_count=53 58 56 48 78 58 47 309 194 77 47 47 65 2413 204
internal_value=0 -2.61125e-05 0.00346914 -0.000124538 -5.54281e-05 -0.00107756 -0.000466135 0.000132625 0.000156321 0.00235596 0.00624459 -0.00197672 -3.68848e-05 9.11781e-05
internal_weight=0 3696 101 3595 3539 608 550 503 2931 237 125 112 2694 2617
internal_count=3754 3696 101 3595 3539 608 550 503 2931 237 125 112 2694 2617
is_linear=0
shrinkage=0.0995203


Tree=1728
num_leaves=13
num_cat=0
split_feature=0 6 13 20 5 9 20 20 5 0 4 4
split_gain=0.128078 0.124249 0.0755425 0.0885353 0.0807443 0.197539 0.169494 0.198759 0.286977 0.222417 0.134272 0.214518
threshold=-0.23177499999999998 -0.104035 1.0000000180025095e-35 0.24030500000000005 -0.11065499999999999 -0.147755 1.0000000180025095e-35 -0.067119999999999999 -0.27157999999999999 -0.09466999999999999 0.13271500000000006 0.11378500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 9 -9 -2 11 -7
right_child=2 -3 -4 -5 5 10 -8 8 -10 -11 -12 -13
leaf_value=0 -0.0029294421109994865 -0.007132694067560565 0.0029345943407187215 -0.0042432103185965509 -0.0066547674004503732 -0.00017790609693965276 -0.0035211528005079564 0.0015815032574466948 0.0086221133487046006 0.0035915403996374072 -0.0049724417104203486 0.0059917466186748362
leaf_weight=47 154 50 84 50 47 2684 74 284 72 78 56 57
leaf_count=47 154 50 84 50 47 2684 74 284 72 78 56 57
internal_value=0 -0.00367938 -1.49659e-05 -8.48708e-05 -2.53341e-05 -0.000255985 0.00096432 0.00153021 0.00300775 -0.000733514 -0.000148168 -4.93074e-05
internal_weight=0 97 3640 3556 3506 2844 662 588 356 232 2797 2741
internal_count=3737 97 3640 3556 3506 2844 662 588 356 232 2797 2741
is_linear=0
shrinkage=0.0995203


Tree=1729
num_leaves=26
num_cat=0
split_feature=0 4 17 17 2 2 3 3 2 8 8 3 3 3 17 21 1 21 4 4 3 3 29 4 0
split_gain=0.103869 0.0942281 0.0714831 0.263709 0.192013 0.258022 0.261468 0.252218 0.51193 0.230465 0.403153 0.218944 0.360667 0.247632 0.135012 0.208812 0.17106 0.152829 0.0976229 0.203148 0.152255 0.223081 0.143726 0.113044 0.0353115
threshold=-0.23177499999999998 0.10386500000000003 -0.10811499999999999 -0.093784999999999993 -0.08237499999999999 -0.085944999999999994 0.089485000000000023 0.091065000000000021 -0.022909999999999996 -0.082094999999999987 -0.086995000000000003 0.10174000000000002 0.090050000000000033 0.11125500000000002 -0.17921000000000001 0.11707000000000002 -0.01538 0.12393500000000003 0.13752500000000004 0.14298500000000006 0.13547000000000003 0.12551500000000002 -0.084525000000000003 0.12665500000000005 -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 2 2
left_child=1 -1 4 -4 5 9 -7 8 -6 10 -2 12 -11 -13 15 16 -9 -17 20 -20 21 22 -5 -22 -21
right_child=2 -3 3 18 7 6 -8 14 -10 11 -12 13 -14 -15 -16 17 -18 -19 19 24 23 -23 -24 -25 -26
leaf_value=-0.006259421906073117 0.0024895640067021376 -2.9530343329741038e-05 -0.0060129975625286452 -0.0045928243709087132 -0.012718597404486462 0.011410735850396611 0.0012499913589454248 -0.00048635734772381272 0.0014743300330167857 0.0011997872127593818 -0.0095142430361331142 -0.0046212846552180576 0.011170578789618862 0.0046565934834981214 0.0055502681157228086 0.0073383399484682347 -0.0073900631436543997 0.00016034010738479821 0.0078699017765082209 -0.0021434690288108563 -0.0013401492608658434 0.0064380565862155884 -7.4855612342266737e-05 -0.0075624096964382881 0.0015921517816520426
leaf_weight=51 62 46 77 72 47 53 48 124 54 95 50 68 58 49 46 47 50 79 46 46 79 51 2238 46 55
leaf_count=51 62 46 77 72 47 53 48 124 54 95 50 68 58 49 46 47 50 79 46 46 79 51 2238 46 55
internal_value=0 -0.00331348 -1.34765e-05 -0.000272054 0.000739132 0.00211525 0.00658998 -0.000745981 -0.0051222 0.000929997 -0.00286197 0.00250599 0.00498492 -0.00072868 0.000529104 -0.00023808 -0.00247489 0.00284435 -0.000103854 0.00238765 -0.000251508 -7.1948e-05 -0.00021603 -0.00363649 -0.000101115
internal_weight=0 97 3640 2710 930 483 101 447 101 382 112 270 153 117 346 300 174 126 2633 147 2486 2361 2310 125 101
internal_count=3737 97 3640 2710 930 483 101 447 101 382 112 270 153 117 346 300 174 126 2633 147 2486 2361 2310 125 101
is_linear=0
shrinkage=0.0995203


Tree=1730
num_leaves=15
num_cat=0
split_feature=21 0 3 2 3 0 10 3 3 30 4 4 26 26
split_gain=0.0909948 0.186072 0.10949 0.0686685 0.21909 0.121326 0.214493 0.119428 0.138292 0.143896 0.101264 0.135588 0.0631507 0.0601668
threshold=-0.08564999999999999 -0.082794999999999994 0.096035000000000023 -0.14884499999999998 0.11360500000000003 -0.0083449999999999983 0.086165000000000019 0.16637500000000002 0.15108000000000005 0.11146500000000002 0.13752500000000004 0.079660000000000022 0.083235000000000017 -0.047160000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 12 -7 8 9 10 11 -5 -2 -9
right_child=3 -3 -4 7 -6 6 -8 13 -10 -11 -12 -13 -14 -15
leaf_value=-0.0067837890466437515 -0.0017411854367863269 0.0029509537361157509 -0.00080548576909047283 0.00020776588372981903 -0.0038689029678599272 0.0093358538371115275 0.00053948866687352837 0.00078798556842582231 -0.0056278558443351862 -0.0055382279804289175 0.0041087327280897165 -0.0014492180701878501 0.0032522563674310476 0.0057948640335347247
leaf_weight=74 55 48 52 2434 58 60 51 47 46 48 57 612 46 49
leaf_count=74 55 48 52 2434 58 60 51 47 46 48 57 612 46 49
internal_value=0 -0.00231172 -0.00432305 1.88527e-05 0.00154484 0.00302982 0.00530166 -0.000106018 -0.000210115 -0.000130764 -4.68528e-05 -0.000124885 0.000524951 0.00335211
internal_weight=0 174 126 3563 270 212 111 3293 3197 3151 3103 3046 101 96
internal_count=3737 174 126 3563 270 212 111 3293 3197 3151 3103 3046 101 96
is_linear=0
shrinkage=0.0995203


Tree=1731
num_leaves=36
num_cat=0
split_feature=0 0 18 13 5 26 9 8 2 9 9 2 2 9 20 6 3 2 8 9 20 6 4 9 9 9 2 9 26 19 2 5 2 6 3
split_gain=0.0760549 0.290639 0.429666 0.213482 0.132714 0.468237 0.559539 0.949624 0.353273 0.200769 0.536143 0.219116 0.399156 0.413236 0.206527 0.293537 0.277895 0.193148 0.273085 0.188932 0.167359 0.153996 0.392784 0.155777 0.116181 0.398862 0.425229 0.270976 0.250498 0.323221 0.249418 0.242134 0.208981 0.201774 0.0496023
threshold=-0.086589999999999986 -0.085794999999999996 -0.0092699999999999987 1.0000000180025095e-35 -0.011514999999999999 -0.011984999999999999 0.084235000000000018 -0.086844999999999992 -0.082294999999999993 0.084915000000000032 0.083235000000000017 -0.080484999999999987 -0.083204999999999987 0.086965000000000028 -0.069434999999999983 -0.065394999999999995 0.094285000000000022 -0.079284999999999994 -0.050299999999999997 0.088995000000000019 -0.072005 -0.083069999999999991 0.083685000000000023 -0.094329999999999997 0.086375000000000021 0.087885000000000019 -0.082954999999999987 0.089025000000000021 0.099260000000000029 0.098950000000000024 -0.081344999999999987 -0.0044999999999999997 -0.08569499999999998 -0.0093650000000000001 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 2 2 2 2
left_child=4 2 -2 24 9 -6 7 -7 -8 10 14 12 19 -14 15 16 -1 -13 20 -11 -19 23 -23 -16 28 26 32 31 29 33 -29 -27 -26 -3 -12
right_child=1 3 -4 -5 5 6 8 -9 -10 11 34 17 13 -15 21 -17 -18 18 -20 -21 -22 22 -24 -25 25 27 -28 30 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.0053788597583527276 0.012576057431662459 0.0019072282696025384 -0.00073698356104778991 0.0061625979036489384 0.0047788541862329057 -0.0014316731779054903 0.0037982339820467866 -0.019490073437829949 -0.0066557839474985225 0.0045130718035911411 0.010338119896660046 0.0063107885131296112 -0.0025407543234689071 -0.013679948545962564 0.0037101404775047786 -0.0097726067454258995 0.0040885318023729253 0.0064050779543520465 -0.007085506363001948 -0.0027169553484076691 -0.00082067423987288227 -0.0012282367951773536 0.009937203744263063 -0.0024338739976618603 0.006152808973315548 -0.0084516343232338351 0.012096055716477365 0.00230281425533788 0.005643683286022971 -0.0081558799232674898 -0.00081558626536841342 0.00060154773529805445 -0.0027913238103088284 -0.0019842001776722547 0.005705125561204929
leaf_weight=59 46 183 50 55 70 65 86 52 51 59 47 48 77 58 60 46 64 46 50 91 102 66 59 128 48 70 56 397 51 67 705 50 56 472 47
leaf_count=59 46 183 50 55 70 65 86 52 51 59 47 48 77 58 60 46 64 46 50 91 102 66 59 128 48 70 56 397 51 67 705 50 56 472 47
internal_value=0 0.000272926 0.00563366 3.96914e-05 -0.0006506 -0.00242229 -0.00441007 -0.00946463 -8.74333e-05 -0.000131318 0.00115471 -0.00152787 -0.00340655 -0.00733255 -0.000184487 -0.00298951 -0.000446082 0.000645321 -0.000723993 0.000121398 0.00141964 0.00132743 0.0040353 -0.000468663 -0.000116198 0.000429879 0.0051025 -0.000181252 -0.00109355 -0.00157059 0.000307087 -0.00467265 0.00132887 -0.000895727 0.00803034
internal_weight=0 2306 96 2210 1431 324 254 117 137 1107 576 531 285 135 482 169 123 246 198 150 148 313 125 188 2155 1382 160 1222 773 722 1102 120 104 655 94
internal_count=3737 2306 96 2210 1431 324 254 117 137 1107 576 531 285 135 482 169 123 246 198 150 148 313 125 188 2155 1382 160 1222 773 722 1102 120 104 655 94
is_linear=0
shrinkage=0.0995203


Tree=1732
num_leaves=15
num_cat=0
split_feature=23 7 18 18 3 3 4 4 6 17 6 6 9 2
split_gain=0.143211 0.0778457 0.101817 0.23507 0.161403 0.286371 0.136888 0.462162 0.112288 0.312175 0.180642 0.313105 0.23461 0.128072
threshold=-0.065019999999999981 -0.040094999999999999 -0.022504999999999997 -0.018864999999999996 0.083955000000000016 0.084855000000000028 0.10739000000000003 0.092345000000000024 0.10248500000000002 0.0065250000000000013 0.092705000000000023 0.090710000000000027 0.093235000000000026 -0.065999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 7 -7 10 13 11 -5 -12 -10
right_child=1 2 3 8 5 6 -8 -9 9 -11 12 -13 -14 -15
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leaf_weight=70 86 87 46 1726 50 1107 54 83 52 79 63 68 99 61
leaf_count=70 86 87 46 1726 50 1107 54 83 52 79 63 68 99 61
internal_value=0 0.000135112 0.000206502 0.00062803 -0.000462587 -0.000742087 -0.000444577 -0.000667562 0.000476874 0.00277395 0.000250976 0.000538759 -0.0029309 -0.000574647
internal_weight=0 3661 3575 2194 1381 1294 1244 1190 2148 192 1956 1794 162 113
internal_count=3731 3661 3575 2194 1381 1294 1244 1190 2148 192 1956 1794 162 113
is_linear=0
shrinkage=0.0995203


Tree=1733
num_leaves=19
num_cat=0
split_feature=23 0 17 6 17 26 6 2 7 1 1 1 0 17 8 8 8 18
split_gain=0.116126 0.0970043 0.166564 0.315335 0.315202 0.256003 0.251717 0.26865 0.0933742 0.089628 0.493872 0.2904 0.152549 0.374048 0.184959 0.148318 0.252586 0.135867
threshold=-0.065019999999999981 -0.14124499999999998 0.016900000000000005 -0.031674999999999995 0.22924500000000006 -0.0016799999999999999 -0.092034999999999992 0.09556000000000002 -0.040094999999999999 -0.0064949999999999999 -0.0084199999999999987 -0.0043399999999999992 -0.067059999999999995 -0.086174999999999988 0.041960000000000011 -0.070134999999999989 -0.07594999999999999 0.089020000000000016
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 -2 7 -7 -3 10 15 -11 13 -13 -14 16 -10 -17
right_child=1 8 4 -5 -6 6 -8 -9 9 11 -12 12 14 -15 -16 17 -18 -19
leaf_value=-0.0039702282987077982 0.0060948017210730281 -0.0045207252878377369 -0.0067216862714815613 0.0078088270913509892 0.0029372598145407216 -0.0038467784383219299 -0.0072944287033569356 0.0059513792800883333 0.00012252776337023352 0.0076165053191098011 -0.0089045117183321962 -0.0050151285406211856 0.0042705520020381582 0.00077003868924135541 -0.0027975191871244367 -0.00032332852432882434 0.0053350591070525132 -0.0032919981996442369
leaf_weight=70 64 46 61 88 74 53 49 58 1322 58 65 137 165 576 47 473 99 226
leaf_count=70 64 46 61 88 74 53 49 58 1322 58 65 137 165 576 47 473 99 226
internal_value=0 0.000121688 0.00149542 0.00275999 -0.00142109 0.000772868 -0.00135079 0.0012656 -6.9115e-05 -4.21828e-06 -0.000359527 0.000784725 0.000355469 -0.000340409 0.00269971 -9.71484e-05 0.000486257 -0.00128433
internal_weight=0 3661 447 312 135 224 160 111 3214 3168 2185 983 925 713 212 2120 1421 699
internal_count=3731 3661 447 312 135 224 160 111 3214 3168 2185 983 925 713 212 2120 1421 699
is_linear=0
shrinkage=0.0995203


Tree=1734
num_leaves=16
num_cat=0
split_feature=24 0 9 20 21 17 17 4 21 21 21 0 4 6 3
split_gain=0.150213 0.0934489 0.183909 0.184429 0.398921 0.329376 0.410848 0.226246 0.0705563 0.18747 0.158579 0.105224 0.106842 0.115699 0.0738454
threshold=-0.071649999999999991 -0.14124499999999998 -0.054184999999999997 -0.071149999999999991 0.086410000000000028 0.016900000000000005 -0.083000000000000004 0.089280000000000012 0.13589500000000002 0.14970000000000003 0.12662500000000004 -0.11896 0.14566000000000004 -0.242115 0.10708000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 6 -5 -4 10 -10 11 14 13 -13 -3
right_child=1 8 3 4 -6 -7 -8 -9 9 -11 -12 12 -14 -15 -16
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leaf_weight=46 70 46 55 47 86 63 81 48 54 74 56 115 51 2786 53
leaf_count=46 70 46 55 47 86 63 81 48 54 74 56 115 51 2786 53
internal_value=0 0.000110975 0.00145479 0.00231955 0.000979059 0.00351574 0.00641685 0.0059166 -7.57013e-05 0.0022137 -0.000170282 -7.36853e-05 3.30705e-05 -4.60348e-05 -0.00326522
internal_weight=0 3685 450 380 277 191 128 103 3235 128 3107 3051 2952 2901 99
internal_count=3731 3685 450 380 277 191 128 103 3235 128 3107 3051 2952 2901 99
is_linear=0
shrinkage=0.0995203


Tree=1735
num_leaves=15
num_cat=0
split_feature=4 0 5 20 6 20 2 8 20 20 20 0 29 8
split_gain=0.146517 0.07796 0.237694 0.17428 0.21041 0.149504 0.221169 0.313134 0.11555 0.21979 0.102649 0.0825154 0.100087 0.090112
threshold=0.15340500000000004 -0.14124499999999998 -0.000475 -0.071149999999999991 -0.091704999999999995 -0.015594999999999999 0.08814000000000001 -0.090440000000000006 -0.23803499999999997 -0.14878999999999998 0.0074100000000000017 -0.13417999999999999 0.095535000000000023 -0.409445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 -7 -3 -10 -8 -11 13 -13
right_child=-2 8 -4 5 -6 6 10 -9 9 11 -12 12 -14 -15
leaf_value=0.0076237793305771037 -0.0048009730122390059 0.0037797734016068786 0.0075393608341119871 -0.005036524993871961 -0.0011616221583686855 0.0022547775793547577 0.0070799279297064201 -0.0078922437771397642 -0.0061642373011646942 -0.0039628973342309649 0.00068296429025972748 0.0032223660795409354 -0.0037681886141904424 2.4070910476593924e-05
leaf_weight=63 61 76 54 64 47 65 50 56 59 52 50 90 67 2877
leaf_count=63 61 76 54 64 47 65 50 56 59 52 50 90 67 2877
internal_value=0 0.000116716 0.00134532 0.000496466 0.00386258 -0.000799863 0.00042334 -0.0024346 -5.42947e-05 -0.000147207 0.00388963 -3.19041e-05 3.51998e-05 0.000121363
internal_weight=0 3670 449 395 110 285 221 121 3221 3145 100 3086 3034 2967
internal_count=3731 3670 449 395 110 285 221 121 3221 3145 100 3086 3034 2967
is_linear=0
shrinkage=0.0995203


Tree=1736
num_leaves=10
num_cat=0
split_feature=11 4 4 4 4 9 0 1 0
split_gain=0.100572 0.105676 0.081079 0.142093 0.152172 0.0910144 0.0879762 0.17869 0.157393
threshold=-0.364875 0.14903500000000006 0.14039500000000002 0.12435500000000002 0.11874000000000003 -0.040564999999999997 0.12433000000000002 -0.49056499999999997 0.042275000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 8 -8 -2
right_child=1 -3 -4 5 -6 -7 7 -9 -10
leaf_value=-0.0035427291873443034 8.1394883987457087e-05 0.0047802478613700652 -0.0041208078920855389 0.005758364981405634 -0.0055557355534651444 0.00089742092196423142 0.0060742733782677329 -0.0017778193550283673 -0.0033062732513605298
leaf_weight=77 3123 47 46 68 49 88 67 50 142
leaf_count=77 3123 47 46 68 49 88 67 50 142
internal_value=0 9.13631e-05 3.04778e-05 8.39425e-05 -4.93852e-05 0.00302154 3.01514e-05 0.00271168 -6.56895e-05
internal_weight=0 3680 3633 3587 3431 156 3382 117 3265
internal_count=3757 3680 3633 3587 3431 156 3382 117 3265
is_linear=0
shrinkage=0.0995203


Tree=1737
num_leaves=15
num_cat=0
split_feature=31 11 4 8 8 5 3 8 2 2 26 3 3 19
split_gain=0.0909468 0.100832 0.0863486 0.0747984 0.23297 0.658209 0.235354 0.163763 0.156266 0.619484 0.31428 0.125505 0.438452 0.212328
threshold=0.095410000000000009 -0.364875 0.14566000000000004 -0.082654999999999992 -0.084044999999999995 -0.025879999999999997 0.088185000000000027 -0.082184999999999994 -0.082294999999999993 -0.082794999999999994 0.084645000000000012 0.086605000000000029 0.08785500000000003 0.07882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -6 -7 -5 9 -3 -10 13 -13 -9
right_child=-2 2 -4 7 5 6 -8 11 10 -11 -12 12 -14 -15
leaf_value=-0.0036270626688446163 0.0044130993366816142 0.00035962621530114745 0.0036879242994160692 -0.0054083422640207246 0.014143708566091293 0.0051204359484418654 -0.0044481704513554716 0.0026417616839823888 0.0016481020361115318 0.012381517740827805 -0.0025804687419143379 -0.0071313189114308468 -0.00020771940600639713 -0.0042906917533661127
leaf_weight=76 46 553 63 63 46 46 57 274 290 46 435 96 1614 52
leaf_count=76 46 553 63 63 46 46 57 274 290 46 435 96 1614 52
internal_value=0 -3.93126e-05 3.54743e-05 -2.87155e-05 0.000514672 0.00424567 -0.000166864 -0.000410435 9.41752e-05 0.00128421 -0.000887911 -0.000255382 -0.000596892 0.00153346
internal_weight=0 3711 3635 3572 1473 149 103 2099 1324 599 725 2036 1710 326
internal_count=3757 3711 3635 3572 1473 149 103 2099 1324 599 725 2036 1710 326
is_linear=0
shrinkage=0.0995203


Tree=1738
num_leaves=12
num_cat=0
split_feature=31 0 7 2 18 18 3 2 1 3 18
split_gain=0.0737449 0.110644 0.120977 0.153883 0.0910265 0.327082 0.231503 0.183158 0.249039 0.240547 0.171256
threshold=0.095410000000000009 0.16362500000000005 -0.073114999999999999 0.41639000000000009 0.088735000000000022 0.082540000000000016 0.084955000000000017 -0.051635 -0.000195 0.10502000000000002 0.0089800000000000036
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 10 -7 8 -6 -9 -4
right_child=-2 -3 3 -5 7 6 -8 9 -10 -11 -12
leaf_value=0.0037159446881798422 0.0039739070941885056 -0.0047332332472415188 0.0001887061836943171 -0.0050170004788554785 -0.00081056036783225998 0.0091639310586521024 0.00090642251674393989 -0.0079871275700985622 0.0054381196883471128 -0.00079366119324824616 -0.0045757440989496788
leaf_weight=86 46 49 2521 61 515 68 67 75 72 120 77
leaf_count=86 46 49 2521 61 515 68 67 75 72 120 77
internal_value=0 -3.53783e-05 2.72587e-05 -6.12224e-05 2.45483e-05 0.00029568 0.00507183 -0.000921978 -4.27174e-05 -0.00356458 4.71814e-05
internal_weight=0 3711 3662 3576 3515 2733 135 782 587 195 2598
internal_count=3757 3711 3662 3576 3515 2733 135 782 587 195 2598
is_linear=0
shrinkage=0.0995203


Tree=1739
num_leaves=16
num_cat=0
split_feature=20 2 38 1 1 5 2 4 1 3 4 36 5 9 5
split_gain=0.0647896 0.14827 0.0905713 0.167924 0.132108 0.218036 0.137146 0.124558 0.486105 0.617698 0.154377 0.108974 0.102581 0.344951 0.268484
threshold=-0.16295499999999999 -0.019910000000000001 -0.051829999999999994 0.55657000000000012 0.41291000000000005 -0.53715999999999997 0.0021050000000000005 0.086380000000000026 -0.0086750000000000004 0.10174000000000002 0.10575500000000003 0.089700000000000016 -0.088604999999999989 0.086070000000000021 -0.082635
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 7 -6 -7 12 10 -10 -9 -2 13 -4 -14
right_child=2 -3 3 -5 5 6 -8 8 9 -11 -12 -13 14 -15 -16
leaf_value=0.00040010840888698822 0.0064636391827805478 -0.0064953844904449901 0.0047325420248392532 -0.0054029054755809613 0.0084127210484705225 -0.0018911458952718832 0.0040237915817979125 0.0028769751022266242 -0.013972216406042052 -0.0017995007871491704 -0.0014814292776926083 0.0001335963422945306 -0.0056514793072540738 -0.00044708331759096349 0.00011972895435754594
leaf_weight=83 48 49 199 56 48 87 70 179 58 144 146 62 83 353 2092
leaf_count=83 48 49 199 56 48 87 70 179 58 144 146 62 83 353 2092
internal_value=0 -0.00215338 9.12086e-05 2.97471e-06 9.07308e-05 0.0025412 0.000740874 -6.3396e-05 -0.00146422 -0.00529869 0.000916527 0.00290324 0.000207018 0.00141873 -0.000100129
internal_weight=0 132 3625 3515 3459 205 157 3254 527 202 325 110 2727 552 2175
internal_count=3757 132 3625 3515 3459 205 157 3254 527 202 325 110 2727 552 2175
is_linear=0
shrinkage=0.0995203


Tree=1740
num_leaves=8
num_cat=0
split_feature=30 12 11 2 23 21 8
split_gain=0.0902499 0.108871 0.172718 0.167515 0.0954891 0.0940405 0.0813679
threshold=0.12371500000000002 0.094205000000000025 -0.11166 0.41639000000000009 0.086085000000000023 0.15665000000000004 -0.42187000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=0.004533663462553462 0.0042775340709766329 -0.0043375128569940252 0.0033610450499999087 -0.0054588815568238792 0.0043454972788607724 -0.0043638133438481533 -4.3648131193452931e-05
leaf_weight=83 49 57 71 56 50 49 3330
leaf_count=83 49 57 71 56 50 49 3330
internal_value=0 -2.162e-05 4.57577e-05 -5.87636e-05 2.74044e-05 -3.49394e-05 2.71883e-05
internal_weight=0 3696 3639 3556 3500 3450 3401
internal_count=3745 3696 3639 3556 3500 3450 3401
is_linear=0
shrinkage=0.0995203


Tree=1741
num_leaves=8
num_cat=0
split_feature=3 24 12 11 1 1 1
split_gain=0.0783199 0.153308 0.130231 0.136446 0.141786 0.14428 0.117567
threshold=-0.16443499999999997 -0.070599999999999996 1.0000000180025095e-35 -0.11166 0.51334500000000016 0.42491000000000007 0.41165000000000013
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5
right_child=1 2 -4 4 -6 -7 -8
leaf_value=-0.0038420224525024332 -0.005562464170963565 0.0041271265702067812 0.0053075249545520261 7.9096512885891597e-05 -0.0041727547221385797 0.0045964699275153056 -0.0043300645901790591
leaf_weight=51 47 81 48 3309 79 69 61
leaf_count=51 47 81 48 3309 79 69 61
internal_value=0 8.46583e-05 0.000157659 8.87476e-05 -4.00123e-06 9.15245e-05 -4.70372e-07
internal_weight=0 3694 3647 3599 3518 3439 3370
internal_count=3745 3694 3647 3599 3518 3439 3370
is_linear=0
shrinkage=0.0995203


Tree=1742
num_leaves=15
num_cat=0
split_feature=35 4 2 2 2 2 20 5 4 20 5 17 26 17
split_gain=0.078439 0.152367 0.0695381 0.245868 0.231515 0.210588 0.140861 0.26541 0.170691 0.183226 0.154507 0.12703 0.281194 0.206126
threshold=0.004000000000000001 0.15615500000000004 -0.082484999999999989 -0.082830000000000001 -0.083254999999999982 -0.082234999999999989 -0.097769999999999996 -0.084089999999999984 0.14257000000000006 -0.081864999999999993 0.10246000000000002 -0.067864999999999995 0.088325000000000028 -0.07496499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 -4 7 -7 9 -8 -9 13 -13 -1
right_child=-2 -3 5 -5 -6 6 8 10 -10 -11 -12 12 -14 -15
leaf_value=-6.2441401737193229e-05 -0.003968997573112522 0.0057719245853657918 0.0057253115326101134 -0.0068291068952725763 0.0057772463934270208 0.0089551176404902132 -0.0034231168368249326 -0.0037639439337300829 -0.0060307047391797005 0.00036189502318359989 0.0041833383990145089 -0.000371523124666026 -0.0052184487557536156 0.0065972901771450248
leaf_weight=577 48 46 70 59 60 51 136 50 46 1844 47 506 155 50
leaf_count=577 48 46 70 59 60 51 136 50 46 1844 47 506 155 50
internal_value=0 7.99768e-05 8.03799e-06 -0.000540238 -0.000264376 0.000352175 0.00017879 0.00314278 -3.73259e-05 0.000101501 7.83618e-05 -0.000546454 -0.00150933 0.000467333
internal_weight=0 3697 3651 1407 1348 2244 2174 148 2026 1980 97 1288 661 627
internal_count=3745 3697 3651 1407 1348 2244 2174 148 2026 1980 97 1288 661 627
is_linear=0
shrinkage=0.0995203


Tree=1743
num_leaves=13
num_cat=0
split_feature=38 35 9 4 6 3 9 3 9 9 5 21
split_gain=0.070999 0.116496 0.0905201 0.204242 0.123285 0.162066 0.0782364 0.128227 0.262221 0.0960762 0.197918 0.110785
threshold=-0.051829999999999994 -0.080914999999999987 -0.25326499999999996 0.14095000000000005 -0.41548999999999997 0.11578500000000001 0.10814500000000002 0.099655000000000021 0.11542500000000001 0.10227500000000002 -0.0050400000000000002 0.14680000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 9 -8 -9 11 -11 -6
right_child=2 -3 3 -5 6 -7 7 8 -10 10 -12 -13
leaf_value=-0.0001767073475322898 -0.0033638050553247466 0.0061393523038189056 -0.0077765065637457401 0.0054639872831334178 7.4005859370303292e-05 -0.00027155191317365987 -0.0026333073633047284 0.0086263877393588338 0.00065296826346750245 0.0014305571524400216 -0.0073324253770162585 -0.0044340870549686917
leaf_weight=70 80 49 47 67 2940 73 54 56 152 49 53 55
leaf_count=70 80 49 47 67 2940 73 54 56 152 49 53 55
internal_value=0 0.00241715 -5.32337e-05 2.12241e-05 -8.33596e-05 -0.00321782 2.83749e-05 0.00167989 0.0028036 -0.000111075 -0.00311473 -8.50723e-06
internal_weight=0 119 3626 3546 3479 120 3359 262 208 3097 102 2995
internal_count=3745 119 3626 3546 3479 120 3359 262 208 3097 102 2995
is_linear=0
shrinkage=0.0995203


Tree=1744
num_leaves=12
num_cat=0
split_feature=29 6 22 7 12 1 9 8 4 20 29
split_gain=0.075116 0.174278 0.0760487 0.127252 0.0746758 0.077582 0.189285 0.230971 0.114867 0.343312 0.0983368
threshold=0.0035350000000000004 -0.095324999999999993 0.13240000000000005 -0.068034999999999998 -0.0088449999999999987 0.41291000000000005 -0.073629999999999987 -0.045194999999999999 0.11995000000000003 -0.060199999999999997 -0.084525000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 8 -7 -8 10 -10 -6
right_child=1 -3 -4 4 5 6 7 -9 9 -11 -12
leaf_value=-0.0042859145489062061 0.0013541468491872352 -0.0053264806037764895 0.0039275960125903118 0.0028031947265244532 -0.0039489751613839578 -0.0026984398877173922 0.0094180820501426066 0.00084114678143895779 0.0021928983153252342 -0.0098279433629313399 -6.5188283662188492e-05
leaf_weight=72 70 86 46 88 66 64 48 89 48 46 3014
leaf_count=72 70 86 46 88 66 64 48 89 48 46 3014
internal_value=0 -0.00232352 -9.21874e-05 -0.000144727 -5.83906e-05 -0.000133246 0.00176234 0.00385218 -0.000253546 -0.00368093 -0.000148678
internal_weight=0 156 3581 3535 3463 3375 201 137 3174 94 3080
internal_count=3737 156 3581 3535 3463 3375 201 137 3174 94 3080
is_linear=0
shrinkage=0.0995203


Tree=1745
num_leaves=13
num_cat=0
split_feature=31 9 1 2 29 4 29 6 27 6 26 4
split_gain=0.096885 0.0747895 0.142623 0.12247 0.116056 0.115233 0.19617 0.125577 0.0995431 0.0834131 0.0987393 0.0885977
threshold=0.085925000000000015 -0.082514999999999991 -0.08616 0.31534000000000012 0.0035350000000000004 0.13424500000000003 -0.066419999999999993 -0.36821999999999994 0.092820000000000027 -0.45687499999999998 -0.011984999999999999 0.098220000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -3 -9 -4 11 -11
right_child=-2 3 9 -5 -6 6 -8 8 -10 10 -12 -13
leaf_value=0.0058013113345671751 -0.0046574430277194065 -0.0040397282310422793 0.0039141562611110714 -0.0049405551510877822 -0.0050210779340114191 -0.0014883219819672013 0.0073818410020064784 -0.00017135885853502769 0.0039899939872692532 0.0042846984902629968 -0.0040415351341428363 -0.0013639261378633701
leaf_weight=59 47 82 49 54 48 46 53 3069 58 47 59 66
leaf_count=59 47 82 49 54 48 46 53 3069 58 47 59 66
internal_value=0 -0.000109648 0.00145351 -0.000238241 -0.000162334 -9.15851e-05 0.00325208 -0.000194995 -9.39117e-05 0.000289078 -0.000738889 0.000978258
internal_weight=0 3690 280 3410 3356 3308 99 3209 3127 221 172 113
internal_count=3737 3690 280 3410 3356 3308 99 3209 3127 221 172 113
is_linear=0
shrinkage=0.0995203


Tree=1746
num_leaves=21
num_cat=0
split_feature=10 20 20 1 6 21 5 0 4 0 11 18 21 20 8 17 20 9 20 0
split_gain=0.0659327 0.0677442 0.208916 0.181916 0.166262 0.290106 0.309562 0.20061 0.301129 0.346365 0.222258 0.148559 0.0888405 0.290626 0.310927 0.2053 0.219978 0.159534 0.218614 0.115863
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decision_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 -1 -7 -6 9 -9 -10 -3 13 14 -13 16 -14 -15 -19 -18
right_child=-2 11 3 -5 7 6 -8 8 10 -11 -12 12 15 17 -16 -17 19 18 -20 -21
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leaf_weight=61 76 47 49 46 63 87 51 474 47 48 56 71 80 76 55 86 50 56 2018 140
leaf_count=61 76 47 49 46 63 87 51 474 47 48 56 71 80 76 55 86 50 56 2018 140
internal_value=0 -9.00222e-05 -0.000797264 -0.00523332 -0.000321227 0.0022109 0.00473974 -0.00105482 -0.000513855 -0.00148538 0.00440187 0.000168915 6.95671e-05 0.000298535 0.00494401 -0.00139199 -0.00274233 2.59082e-05 -0.000137814 -0.000894136
internal_weight=0 3661 982 95 887 199 138 688 625 522 103 2679 2632 2276 126 356 270 2150 2074 190
internal_count=3737 3661 982 95 887 199 138 688 625 522 103 2679 2632 2276 126 356 270 2150 2074 190
is_linear=0
shrinkage=0.0995203


Tree=1747
num_leaves=10
num_cat=0
split_feature=3 31 9 2 1 1 21 8 5
split_gain=0.0865024 0.0996205 0.0878362 0.171503 0.0900772 0.216049 0.139915 0.127333 0.290417
threshold=-0.16443499999999997 0.083745000000000028 -0.20504500000000001 0.31852000000000008 0.073820000000000011 0.10055500000000002 0.11459000000000003 -0.16443499999999997 -0.1807
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 -7 -4 -9
right_child=1 -3 3 -5 5 6 -8 8 -10
leaf_value=-0.0042897749743699863 0.0036647915415309587 -0.0044480974124754763 -0.0040433568404798044 -0.0059924539378583795 0.0071339551608858619 -0.00014717683584911304 0.0045823213446794121 0.0074060524936530705 -0.000245229571530472
leaf_weight=49 63 51 84 48 54 442 72 50 2824
leaf_count=49 63 51 84 48 54 442 72 50 2824
internal_value=0 -8.00888e-05 -1.86131e-05 -8.37707e-05 -3.1026e-06 0.00114456 0.000513729 -0.000223755 -0.000111833
internal_weight=0 3688 3637 3574 3526 568 514 2958 2874
internal_count=3737 3688 3637 3574 3526 568 514 2958 2874
is_linear=0
shrinkage=0.0995203


Tree=1748
num_leaves=19
num_cat=0
split_feature=19 2 2 3 18 21 9 18 1 3 22 22 2 9 1 2 1 22
split_gain=0.101878 0.0975464 0.230471 0.148761 0.513739 0.387124 0.359407 0.311949 0.201485 0.193211 0.114791 0.103279 0.12761 0.395786 0.401792 0.302993 0.130077 0.104821
threshold=-0.10411999999999999 -0.087245000000000003 -0.087804999999999994 0.088385000000000033 -0.090254999999999988 -0.021529999999999997 0.087215000000000015 -0.013125 -0.11064999999999998 0.082595000000000016 0.11738500000000003 0.088845000000000021 -0.08569499999999998 0.08401500000000002 -0.023499999999999997 -0.084979999999999986 -0.084204999999999988 0.10292000000000003
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 -5 -7 -6 -8 -9 11 12 13 -3 -15 -14 -17 -13
right_child=1 10 -4 5 7 6 8 9 -10 -11 -12 17 15 14 -16 16 -18 -19
leaf_value=0.0040067810111619351 -0.0049972450194207966 0.010034934026631109 -0.0071443359895660532 0.006525123990550598 0.0099913960209191896 -0.0086652938625230696 0.0018515412250210933 -0.0020649170907891534 -0.0034158844560679457 0.0054214431377454242 -0.0038069275027367553 0.0065975191673413088 -0.0069986970648956521 0.0036940779273970928 -0.0072505529523551144 -0.0014145584699412049 0.00053418145575842471 0.00037589503556609473
leaf_weight=64 90 53 56 50 61 81 125 73 169 64 67 52 59 99 50 405 2086 56
leaf_count=64 90 53 56 50 61 81 125 73 169 64 67 52 59 99 50 405 2086 56
internal_value=0 1.66623e-06 -0.00099558 -0.000511499 0.00123312 -0.00169566 -0.00279395 0.00406924 -0.00117355 0.00142639 0.000263949 0.000359602 0.000240807 0.0026487 1.58877e-05 4.97434e-05 0.000217016 0.00337907
internal_weight=0 3696 769 713 288 425 375 198 294 137 2927 2860 2752 202 149 2550 2491 108
internal_count=3760 3696 769 713 288 425 375 198 294 137 2927 2860 2752 202 149 2550 2491 108
is_linear=0
shrinkage=0.0995203


Tree=1749
num_leaves=19
num_cat=0
split_feature=19 2 8 1 1 6 9 9 21 18 18 22 22 21 21 21 2 1
split_gain=0.0826094 0.0890331 0.159267 0.195926 0.428344 0.324902 0.690212 0.623697 0.408028 0.108263 0.192536 0.105083 0.12454 0.118515 0.129775 0.135709 0.0911639 0.0898252
threshold=-0.10411999999999999 -0.085944999999999994 0.10528000000000003 -0.083684999999999996 -0.090374999999999997 -0.010459999999999999 0.084115000000000009 0.084435000000000024 0.085855000000000029 -0.11533 -0.094939999999999997 0.11738500000000003 0.088845000000000021 -0.091104999999999992 -0.085204999999999989 -0.067244999999999985 -0.14531999999999998 0.0065600000000000007
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 9 7 -7 -5 -9 -2 -11 12 13 -3 -15 -16 -4 -14
right_child=1 11 16 5 -6 6 -8 8 -10 10 -12 -13 17 14 15 -17 -18 -19
leaf_value=0.0036080253022945127 -0.0056203246954805493 -0.0045973516520495198 0.0052103111535492207 0.0075063766348637236 0.0062042995939395797 -0.0162434996155826 -0.0013609645569801964 -0.01005174566912178 1.7336312819070958e-05 0.0048607066921323916 -0.0018954236940798746 -0.003634407495358464 0.006527206511853457 0.0052168454199807415 -0.0029424671133622651 0.00040931368829522237 2.5109864317759568e-05 0.00058167853734595904
leaf_weight=64 54 49 60 64 89 50 81 67 98 50 253 66 55 53 126 2357 77 47
leaf_count=64 54 49 60 64 89 50 81 67 98 50 253 66 55 53 126 2357 77 47
internal_value=0 1.47835e-06 -0.00083288 -0.00136674 2.54704e-05 -0.00309382 -0.00704757 -0.000828484 -0.00406636 -0.00151262 -0.000777848 0.000287573 0.000384212 0.000249286 0.000343255 0.000238898 0.00230198 0.00379563
internal_weight=0 3696 943 806 446 360 131 229 165 357 303 2753 2687 2585 2536 2483 137 102
internal_count=3760 3696 943 806 446 360 131 229 165 357 303 2753 2687 2585 2536 2483 137 102
is_linear=0
shrinkage=0.0995203


Tree=1750
num_leaves=22
num_cat=0
split_feature=2 26 9 6 20 6 9 9 5 18 2 7 20 3 20 5 5 21 5 4 18
split_gain=0.0602094 0.129504 0.180142 0.212515 0.325383 0.222062 0.762152 0.208255 0.602466 0.294984 0.133852 0.0964912 0.153455 0.157922 0.137005 0.124886 0.85888 0.236727 0.196018 0.152614 0.116686
threshold=-0.085944999999999994 0.10038000000000001 0.10371500000000002 -0.087284999999999988 -0.047859999999999993 -0.0141 0.090255000000000016 0.084645000000000012 -0.010424999999999999 -0.046804999999999992 -0.14091999999999996 0.081185000000000021 -0.13620999999999997 0.11339500000000001 -0.09638999999999999 -0.040404999999999996 -0.045014999999999993 -0.035574999999999996 -0.025879999999999997 0.10386500000000003 -0.0010249999999999999
decision_type=2 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 -5 8 -7 -9 -4 12 13 -2 -14 16 17 -16 20 -20 -17
right_child=11 -3 10 5 -6 7 -8 9 -10 -11 -12 -13 14 -15 15 18 -18 -19 19 -21 -22
leaf_value=-0.011845258014582286 -0.0061788733535857289 0.0039320235459998605 0.0070450866669239639 0.012932399656203238 -0.00099299369369099067 0.0003302059923200932 -0.0048971891293234423 -0.0022098955884157427 -0.0093910130039771347 0.0038119409810074083 -0.00049140555401965783 0.0046683545087494276 0.0056993197258377688 0.0010266622058855725 -0.0043240952852114187 0.0087631855349568494 -0.013622596217057546 0.00051184264585153521 0.00099010760160689651 -0.0027784804475826071 0.0018336853561856205
leaf_weight=46 73 58 46 46 68 158 49 202 105 134 47 49 47 51 110 48 47 1131 1078 118 49
leaf_count=46 73 58 46 46 68 158 49 202 105 134 47 49 47 51 110 48 47 1131 1078 118 49
internal_value=0 -0.000623488 -0.000917648 -0.00139577 -0.00537916 -0.000740253 0.00372747 -0.00145019 -0.00354778 0.000189234 0.00322752 0.000290074 0.00021182 -0.00320871 0.000373526 0.000276226 -0.00041694 8.2534e-05 0.000967346 0.000617606 0.00527116
internal_weight=0 959 901 808 114 694 95 599 263 336 93 2801 2752 124 2628 2581 1288 1241 1293 1196 97
internal_count=3760 959 901 808 114 694 95 599 263 336 93 2801 2752 124 2628 2581 1288 1241 1293 1196 97
is_linear=0
shrinkage=0.0995203


Tree=1751
num_leaves=8
num_cat=0
split_feature=19 35 6 6 23 6 12
split_gain=0.0627347 0.0637484 0.0949703 0.0949646 0.147117 0.124905 0.215927
threshold=-0.10411999999999999 0.004000000000000001 -0.48214499999999999 -0.46637499999999998 -1.0000000180025095e-35 -0.26746999999999993 -0.0088449999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7
right_child=1 -3 3 4 5 6 -8
leaf_value=0.0031404320805776746 0.0034148897010137713 -0.0036054580583548853 -0.0039908208247802545 0.0048011572351155498 -0.0045914754704440772 0.0065857760992301655 -6.891571534963047e-05
leaf_weight=64 81 48 59 63 59 49 3337
leaf_count=64 81 48 59 63 59 49 3337
internal_value=0 -2.05819e-06 4.51306e-05 -3.1161e-05 3.52021e-05 -5.17172e-05 2.7145e-05
internal_weight=0 3696 3648 3567 3508 3445 3386
internal_count=3760 3696 3648 3567 3508 3445 3386
is_linear=0
shrinkage=0.0995203


Tree=1752
num_leaves=21
num_cat=0
split_feature=0 0 0 21 20 9 26 8 17 18 2 1 0 29 19 9 17 9 17 9
split_gain=0.0833545 0.183999 0.175297 0.1581 0.439222 0.260178 0.320716 0.269434 0.27445 0.165884 0.154937 0.14558 0.112177 0.103162 0.0909039 0.0971801 0.568125 0.4039 0.372142 0.245864
threshold=-0.098749999999999991 -0.1021 -0.106285 0.090375000000000025 -0.077724999999999989 0.085765000000000022 1.0000000180025095e-35 -0.079219999999999999 0.053575000000000012 -0.07657499999999999 0.097285000000000024 0.25544500000000009 -0.096359999999999987 0.0050600000000000011 -0.07525999999999998 0.085765000000000022 0.12088500000000003 0.086070000000000021 0.0036400000000000009 0.086375000000000021
decision_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 -7 8 -1 -9 11 -6 -2 14 -14 16 18 -17 -16 -19
right_child=12 -3 -4 4 10 6 -8 9 -10 -11 -12 -13 13 -15 15 17 -18 19 -20 -21
leaf_value=0.0079353888179286743 -0.0041801580778345754 0.0058855696962104263 -0.0053066237050725393 0.0094270898893968787 0.0061095751191841954 0.0012785481861366168 -0.0098570349155065792 -0.0063016373947727081 -0.0011176876013102826 0.00029854823791242141 -0.0033194958615449634 -0.0014658547120123115 -0.0041507053678914423 0.0032422845482084689 -0.0010454481652175779 0.0092546459736243033 0.0076980959656269485 -0.0062495145153616816 -0.0075927547668873802 0.00013619413697174961
leaf_weight=83 75 64 51 70 55 47 56 51 55 144 75 46 62 80 830 47 68 62 96 1619
leaf_count=83 75 64 51 70 55 47 56 51 55 144 75 46 62 80 830 47 68 62 96 1619
internal_value=0 0.000767404 0.000319408 0.000741323 0.002759 -0.000395211 -0.0047678 0.000954815 0.00432135 -0.00142346 0.000102261 0.00265128 -0.000379936 -0.000280133 -0.000381646 -0.000295496 -0.00107963 0.000155091 -0.0017251 -9.88419e-05
internal_weight=0 797 733 682 246 436 103 333 138 195 176 101 2939 2864 2784 2722 994 1728 926 1681
internal_count=3736 797 733 682 246 436 103 333 138 195 176 101 2939 2864 2784 2722 994 1728 926 1681
is_linear=0
shrinkage=0.0995203


Tree=1753
num_leaves=10
num_cat=0
split_feature=8 9 2 5 23 6 5 5 21
split_gain=0.066756 0.178079 0.203236 0.0882627 0.12926 0.110244 0.0748525 0.125155 0.111156
threshold=-0.51030999999999993 -0.26414499999999996 0.31326500000000007 -0.53979999999999995 0.086085000000000023 -0.054259999999999996 -0.5087799999999999 -0.49053999999999998 0.090585000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 -3 8 -8 -5
right_child=1 2 -4 4 -6 -7 7 -9 -10
leaf_value=0.002721709012940424 -0.0054723915438245974 0.0061752822783500061 0.0063394053411147382 0.00033421803009853099 0.0046107373067640423 -0.00039528635682448045 0.0038995489933001514 -0.00035317770321412298 -0.0065313876334233958
leaf_weight=80 62 48 48 46 53 53 70 3229 47
leaf_count=80 62 48 48 46 53 53 70 3229 47
internal_value=0 -0.000183963 -9.2505e-05 -0.000179801 -0.000265033 0.00271926 -0.000341458 -0.000262693 -0.0031267
internal_weight=0 3656 3594 3546 3445 101 3392 3299 93
internal_count=3736 3656 3594 3546 3445 101 3392 3299 93
is_linear=0
shrinkage=0.0995203


Tree=1754
num_leaves=19
num_cat=0
split_feature=3 3 3 9 2 9 18 2 18 3 3 3 2 21 21 6 2 6
split_gain=0.100839 0.279617 0.181124 0.168415 0.359264 0.263604 0.157796 0.290459 0.205186 0.131867 0.236611 0.109174 0.281831 0.101678 0.250785 0.193918 0.106036 0.0981335
threshold=0.086850000000000024 0.086535000000000015 0.08622500000000001 0.08597500000000001 -0.10077999999999999 0.085465000000000027 -0.089674999999999991 -0.088385000000000005 -0.019539999999999998 0.087445000000000023 0.08777500000000002 0.088185000000000027 -0.082954999999999987 -0.088829999999999992 -0.084114999999999995 -0.0040799999999999994 -0.088385000000000005 -0.0093650000000000001
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 7 -1 -8 17 -11 12 -12 15 -15 -13 -16 -2
right_child=9 -3 -4 4 -6 -7 8 -9 -10 10 11 13 -14 14 16 -17 -18 -19
leaf_value=-0.0044973414361910071 0.0070529014452947198 -0.0079477493492137799 0.0047076435178180576 0.0014969298872862741 -0.0084975225551083486 0.0069691350876096483 -0.0066460552589690221 0.0048018248414004559 -0.00086439445032034524 -0.0051791503120945936 -0.0014127184587301 0.0078474137810553065 0.0090716105686322185 -0.0068778710281915895 -0.0013593727459340649 -0.00096086588973339025 0.00041763659807703281 0.0011183402464031655
leaf_weight=48 46 54 60 64 80 46 71 108 427 83 55 47 47 52 402 52 1924 70
leaf_count=48 46 54 60 64 80 46 71 108 427 83 55 47 47 52 402 52 1924 70
internal_value=0 -0.000989958 -0.000573432 -0.000949834 -0.00404986 -0.000310945 -0.000824252 0.00193529 -0.00169033 0.000194015 5.0571e-05 0.000219197 0.00341027 8.74614e-05 -4.2298e-05 0.00321258 0.000110166 0.00347876
internal_weight=0 958 904 844 144 700 654 156 498 2778 2662 2579 102 2477 2378 99 2326 116
internal_count=3736 958 904 844 144 700 654 156 498 2778 2662 2579 102 2477 2378 99 2326 116
is_linear=0
shrinkage=0.0995203


Tree=1755
num_leaves=27
num_cat=0
split_feature=0 0 6 6 21 8 8 4 2 4 1 6 7 29 8 9 6 2 6 9 8 0 18 8 21 8
split_gain=0.0553158 0.150916 0.176131 0.327345 0.321572 0.260864 0.257016 0.250138 0.42863 0.339975 0.224521 0.188901 0.107653 0.132097 0.0844982 0.229105 0.376537 0.806715 0.301427 0.257233 0.255221 0.155182 0.406341 0.362858 0.257758 0.193852
threshold=-0.098749999999999991 -0.1021 -0.13578499999999999 -0.096934999999999993 0.10403500000000003 -0.409445 -0.086914999999999992 0.098515000000000019 0.11804000000000002 0.089610000000000009 0.2705800000000001 -0.043894999999999997 0.057265000000000017 0.0050600000000000011 -0.086304999999999993 0.085665000000000033 0.086965000000000028 -0.080914999999999987 0.086875000000000022 0.087495000000000031 -0.092299999999999993 -0.087300000000000003 -0.015069999999999998 -0.085385000000000003 0.091230000000000019 -0.084554999999999991
decision_type=2 2 2 2 2 2 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 -1 -7 9 -9 11 -8 -5 13 14 15 18 17 -17 20 -18 -2 22 -16 -23 -24 -25
right_child=12 -3 3 7 -6 6 10 8 -10 -11 -12 -13 -14 -15 21 16 19 -19 -20 -21 -22 23 24 25 -26 -27
leaf_value=-0.0040685293389982309 -0.00050843615599414503 0.005271744598259645 -0.0099115984616542866 0.0060044202487791413 0.0005040451800256224 0.0094310148183824345 0.005982650163267658 0.0094887022314405507 -0.0015161657603556043 -0.0090009450392954989 -0.002964634522128873 -0.0011654662956734215 -0.0043683073798209794 0.0039408568111650366 -0.0079228778787230249 0.014618767695427044 -0.008099913589036313 -0.0016405919675504461 0.003586586702963507 0.00020778366024877168 -0.0061638698483892215 0.0069636728433210872 0.0034788831048490274 -0.0045256833637774612 -0.004341783744980717 0.00026677737474256001
leaf_weight=46 128 64 67 47 52 63 55 70 70 46 56 161 63 74 85 51 51 74 61 133 208 78 108 88 68 1669
leaf_count=46 128 64 67 47 52 63 55 70 70 46 56 161 63 74 85 51 51 74 61 133 208 78 108 88 68 1669
internal_value=0 0.000636557 0.000230731 -0.000778295 -0.00535335 0.00258732 0.00435161 0.000601433 0.00398042 -0.00125778 0.00146133 0.000450718 -0.000298087 -0.000208643 -0.000318522 -0.00126018 0.000769821 0.00498668 -0.00284227 -0.00209045 -0.00401186 -9.49627e-07 -0.0022719 0.000321612 0.00045261 2.62792e-05
internal_weight=0 797 733 513 119 220 174 394 140 254 111 208 2939 2876 2802 706 309 125 397 184 336 2096 261 1835 176 1757
internal_count=3736 797 733 513 119 220 174 394 140 254 111 208 2939 2876 2802 706 309 125 397 184 336 2096 261 1835 176 1757
is_linear=0
shrinkage=0.0995203


Tree=1756
num_leaves=8
num_cat=0
split_feature=24 11 3 3 3 7 7
split_gain=0.0948992 0.070776 0.124737 0.0989329 0.113231 0.0878616 0.109586
threshold=0.10415500000000003 -0.38234499999999999 0.16149500000000003 0.14530500000000005 0.13547000000000003 0.093110000000000012 0.079440000000000024
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.0036100787690854599 -0.0042927703835811811 0.00019037540867597062 -0.0046869013345344698 0.0036594794673133146 -0.0034266722759778829 0.0039012386823628598 -0.0044576687692575471
leaf_weight=58 48 3325 53 79 88 62 51
leaf_count=58 48 3325 53 79 88 62 51
internal_value=0 0.000160405 0.000105484 0.000176168 9.78922e-05 0.000188346 0.000119917
internal_weight=0 3716 3658 3605 3526 3438 3376
internal_count=3764 3716 3658 3605 3526 3438 3376
is_linear=0
shrinkage=0.0995203


Tree=1757
num_leaves=9
num_cat=0
split_feature=24 0 21 6 6 6 0 21
split_gain=0.0769519 0.113081 0.0640415 0.0616992 0.0791556 0.0836333 0.0760184 0.0447262
threshold=0.10415500000000003 -0.26289499999999993 0.13922500000000004 0.15086500000000005 0.12080000000000003 0.11413500000000003 -0.086589999999999986 0.15665000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -4
right_child=-2 2 7 -5 -6 -7 -8 -9
leaf_value=0.0049438545262975933 -0.0038655530610998989 -0.00050810765564692417 0.0043268332924774012 -0.002677150849884288 0.0034559980984908041 -0.0030262995565307612 0.00046780575715159469 0.00049486013341575703
leaf_weight=48 48 1306 58 83 67 88 2002 64
leaf_count=48 48 1306 58 83 67 88 2002 64
internal_value=0 0.000144441 8.14122e-05 4.04827e-06 6.85468e-05 1.47431e-06 8.22672e-05 0.00232333
internal_weight=0 3716 3668 3546 3463 3396 3308 122
internal_count=3764 3716 3668 3546 3463 3396 3308 122
is_linear=0
shrinkage=0.0995203


Tree=1758
num_leaves=13
num_cat=0
split_feature=11 3 26 3 9 2 8 26 3 2 26 26
split_gain=0.048114 0.0988835 0.067042 0.195963 0.173521 0.310439 0.170522 0.146011 0.150171 0.114166 0.102608 0.185936
threshold=-0.38234499999999999 0.16149500000000003 0.11326500000000002 0.12461000000000003 0.094010000000000024 -0.077945 -0.049499999999999995 0.10812000000000002 0.14426500000000003 -0.077604999999999993 0.10393000000000002 0.10089500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 9 -6 -7 8 10 -4 11 -2
right_child=1 -3 3 -5 5 6 -8 -9 -10 -11 -12 -13
leaf_value=0.0029036299237972527 3.3954226873402776e-05 -0.0040378778362060138 0.0064133619825417383 -0.0060700243899083177 -0.0085912588682905029 0.0031515667996174323 -0.0030836329378961668 0.0050760244080446165 0.0050102836302315006 -0.00020538083634113425 -0.0044080123379594783 0.0059803013306986641
leaf_weight=59 3027 58 54 66 50 95 80 61 62 49 50 53
leaf_count=59 3027 58 54 66 50 95 80 61 62 49 50 53
internal_value=0 3.86979e-05 0.000103754 -0.00112192 -0.000123771 -0.00167491 0.000296512 0.000252459 0.000160022 0.00325669 6.36853e-05 0.000136544
internal_weight=0 3705 3647 394 328 225 175 3253 3192 103 3130 3080
internal_count=3764 3705 3647 394 328 225 175 3253 3192 103 3130 3080
is_linear=0
shrinkage=0.0995203


Tree=1759
num_leaves=17
num_cat=0
split_feature=24 0 3 26 0 26 0 5 4 3 5 2 3 4 2 0
split_gain=0.0619849 0.0919098 0.062292 0.2619 0.459921 0.459747 0.40021 0.147857 0.147013 0.140239 0.425078 0.0614162 0.373053 0.305594 0.222141 0.114187
threshold=0.10415500000000003 -0.26289499999999993 0.084380000000000024 0.087045000000000025 -0.086775000000000005 0.084585000000000021 -0.093375 0.062500000000000014 0.080475000000000033 0.084955000000000017 -0.016815 0.09556000000000002 0.094970000000000013 0.09777000000000001 0.074365000000000028 0.12433000000000002
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 8 -8 -3 10 -4 14 -13 -14 15 -11
right_child=-2 2 9 4 -6 -7 7 -9 -10 11 -12 12 13 -15 -16 -17
leaf_value=0.0044484618968431162 -0.0034773659338153255 -0.0105725363046478 0.0095411759578813218 0.0011739723426076763 -0.011802486200168927 0.0076588899723245814 0.0026028678670004411 -0.003804204860260348 -0.0029651569247935118 -8.3922711569181237e-05 -0.0015419064030914472 0.0083965085293209799 -0.0056879452922977735 0.001704912589679011 -0.0064581647541200162 0.003265167235969103
leaf_weight=48 48 47 61 54 54 68 158 46 55 2534 78 61 74 220 53 105
leaf_count=48 48 47 61 54 54 68 158 46 55 2534 78 61 74 220 53 105
internal_value=0 0.000121594 6.47482e-05 -0.000989355 -0.00530668 0.000255171 -0.00138743 0.00115412 -0.00647855 0.000224477 0.003316 8.31772e-05 0.00131369 -0.000153091 -7.87892e-05 4.90201e-05
internal_weight=0 3716 3668 482 108 374 306 204 102 3186 139 3047 355 294 2692 2639
internal_count=3764 3716 3668 482 108 374 306 204 102 3186 139 3047 355 294 2692 2639
is_linear=0
shrinkage=0.0995203


Tree=1760
num_leaves=8
num_cat=0
split_feature=4 8 8 17 30 4 4
split_gain=0.154417 0.0908696 0.21405 0.0947196 0.0817374 0.0978036 0.336801
threshold=0.15028500000000003 -0.50270999999999988 -0.42187000000000002 -0.56655999999999984 0.096655000000000033 0.13584500000000002 0.12868000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.0032948875236388435 -0.0047454072881397552 0.0066884970146735157 -0.0036447986741640925 -2.4720975042994885e-05 0.0029791485372109359 0.0038077699617436434 -0.0081753596532060935
leaf_weight=84 71 47 72 3268 89 63 51
leaf_count=84 71 47 72 3268 89 63 51
internal_value=0 -5.92092e-05 1.62723e-05 -7.20078e-05 1.86792e-06 -7.62396e-05 -0.000150211
internal_weight=0 3674 3590 3543 3471 3382 3319
internal_count=3745 3674 3590 3543 3471 3382 3319
is_linear=0
shrinkage=0.0995203


Tree=1761
num_leaves=9
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split_feature=4 27 30 4 4 4 4 0
split_gain=0.125209 0.0820609 0.0941962 0.163786 0.136182 0.152541 0.159865 0.122775
threshold=0.15028500000000003 -0.032854999999999995 0.11290000000000001 0.13752500000000004 0.13146500000000003 0.11785500000000003 0.11230000000000002 -0.091770000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -7
right_child=-2 2 -4 -5 -6 7 -8 -9
leaf_value=0.002914362082423602 -0.0042731431006670147 -7.218894597839522e-05 -0.0042534029179226969 0.0044446237015610931 -0.0042514482037746973 7.4615194797565193e-05 -0.0043490376359803361 0.0070402097695269799
leaf_weight=90 71 3183 54 78 79 48 89 53
leaf_count=90 71 3183 54 78 79 48 89 53
internal_value=0 -5.33166e-05 -0.000128068 -6.47292e-05 -0.000166858 -7.09488e-05 -0.000188772 0.00373793
internal_weight=0 3674 3584 3530 3452 3373 3272 101
internal_count=3745 3674 3584 3530 3452 3373 3272 101
is_linear=0
shrinkage=0.0995203


Tree=1762
num_leaves=9
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split_feature=26 2 1 29 0 29 18 17
split_gain=0.0954049 0.0647471 0.209398 0.121347 0.102246 0.12018 0.0995159 0.102756
threshold=0.51432000000000022 0.31534000000000012 0.0013500000000000003 0.097705000000000028 0.16362500000000005 0.0035350000000000004 0.24916000000000005 0.11639500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.00029171465289623338 -0.0046248674671045637 0.0020034502260558797 -0.0055108292083968528 0.0043151737486218878 0.0044557466525909891 -0.0045754138776557289 -0.0033282334342669756 -0.0012064788210827326
leaf_weight=2747 46 67 81 64 49 59 89 543
leaf_count=2747 46 67 81 64 49 59 89 543
internal_value=0 -6.40078e-05 -0.00210356 2.07671e-05 -5.78172e-05 -0.000122385 -4.43891e-05 4.41956e-05
internal_weight=0 3699 148 3551 3487 3438 3379 3290
internal_count=3745 3699 148 3551 3487 3438 3379 3290
is_linear=0
shrinkage=0.0995203


Tree=1763
num_leaves=9
num_cat=0
split_feature=24 12 11 11 3 21 23 6
split_gain=0.116946 0.0683581 0.0690709 0.176464 0.14627 0.138622 0.113539 0.140169
threshold=-0.070599999999999996 0.093040000000000025 -0.11166 -0.085754999999999984 -0.0043349999999999994 0.088120000000000018 -0.022119999999999997 -0.40707999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 -6 -8
right_child=1 -3 3 4 6 -7 7 -9
leaf_value=-0.0047500535462174122 0.00636046627012432 -0.0036962351480493288 -0.0057089673236239155 0.0047378714532113316 0.0047932544274697656 -0.0011137309195563033 -0.0040747647596656713 -2.7374447658888382e-05
leaf_weight=53 49 50 54 64 47 49 87 3292
leaf_count=53 49 50 54 64 47 49 87 3292
internal_value=0 -4.14244e-05 8.52671e-06 -6.33179e-05 2.38015e-05 0.00261502 -6.40217e-05 -0.000131826
internal_weight=0 3692 3642 3544 3490 98 3426 3379
internal_count=3745 3692 3642 3544 3490 98 3426 3379
is_linear=0
shrinkage=0.0995203


Tree=1764
num_leaves=9
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split_feature=27 0 7 29 19 30 30 8
split_gain=0.194839 0.619126 0.157776 0.154481 0.136718 0.115443 0.114484 0.0776225
threshold=-0.015455 -0.091364999999999988 0.093110000000000012 0.10293500000000003 -0.07525999999999998 0.10366000000000002 0.09116500000000001 -0.51030999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 7 -6
right_child=2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.0037901209929885266 -0.0041458798328251681 -0.012354168196246167 0.005334656357196872 0.0053245135191717537 0.0040509964205183453 -0.0039182988784922691 0.0045186427645305845 0.00017461300840738823
leaf_weight=47 72 47 61 58 52 65 63 3281
leaf_count=47 72 47 61 58 52 65 63 3281
internal_value=0 -0.00427332 0.000315146 0.000229652 0.000145779 0.000235296 0.000315038 0.000235336
internal_weight=0 94 3652 3591 3533 3461 3396 3333
internal_count=3746 94 3652 3591 3533 3461 3396 3333
is_linear=0
shrinkage=0.0995203


Tree=1765
num_leaves=9
num_cat=0
split_feature=24 8 5 8 29 29 20 20
split_gain=0.182442 0.0950514 0.132365 0.175566 0.108189 0.151189 0.115259 0.0724019
threshold=-0.070599999999999996 0.10851500000000001 0.6362850000000001 0.096835000000000018 0.097705000000000028 0.0035350000000000004 -0.085594999999999991 -0.0043699999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -3
right_child=1 7 -4 -5 -6 -7 -8 -9
leaf_value=-0.0059807769182661213 0.0020219386759504007 0 -0.0049320711248621854 0.0060716953450102168 0.0044382834797103664 -0.0047178881391625373 0.00015531396182103476 -0.0040910266171910337
leaf_weight=47 369 87 46 54 63 59 2936 85
leaf_count=47 369 87 46 54 63 59 2936 85
internal_value=0 0.000258448 0.000370051 0.000440351 0.000351378 0.000274596 0.000363968 -0.0020253
internal_weight=0 3699 3527 3481 3427 3364 3305 172
internal_count=3746 3699 3527 3481 3427 3364 3305 172
is_linear=0
shrinkage=0.0995203


Tree=1766
num_leaves=15
num_cat=0
split_feature=24 18 26 2 26 20 26 6 4 2 26 18 3 18
split_gain=0.147937 0.0896526 0.0717172 0.0864021 0.0749173 0.145154 0.497556 0.189064 0.329556 0.220194 0.142819 0.108956 0.357361 0.272536
threshold=-0.070599999999999996 -0.46510999999999997 0.15583500000000003 -0.062394999999999999 0.092385000000000023 -0.066619999999999999 0.096980000000000025 0.091795000000000015 0.11541000000000003 -0.08126499999999999 0.09167500000000002 0.082540000000000016 0.084895000000000012 0.0089800000000000036
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 10 6 -6 8 -7 -9 11 13 -13 -3
right_child=1 2 3 -5 5 7 -8 9 -10 -11 -12 12 -14 -15
leaf_value=-0.0053855688086084461 -0.0033465159641091554 0.00021932640121082866 -0.00049732314188010178 0.0047541368339785303 -0.0045572674550835241 -0.004295218633906645 0.0097100425868352196 0.006839883665017369 0.0045696406975692253 -0.00055513476336137312 0.0053447431352662946 0.0065525435142386058 0.0003430429690810249 -0.0063270690366813249
leaf_weight=47 68 2032 52 76 46 270 51 46 49 299 58 114 473 65
leaf_count=47 68 2032 52 76 46 270 51 46 49 299 58 114 473 65
internal_value=0 0.000232711 0.000299967 0.00261434 0.000215166 -0.000658016 0.00293566 -0.00118423 -0.00293097 0.000428496 0.000457802 0.000351893 0.00155037 1.60195e-05
internal_weight=0 3699 3631 128 3503 761 97 664 319 345 2742 2684 587 2097
internal_count=3746 3699 3631 128 3503 761 97 664 319 345 2742 2684 587 2097
is_linear=0
shrinkage=0.0995203


Tree=1767
num_leaves=12
num_cat=0
split_feature=27 0 7 9 19 5 4 20 0 17 2
split_gain=0.14288 0.489159 0.141183 0.119435 0.085729 0.0639756 0.172523 0.362286 0.151361 0.25479 0.13415
threshold=-0.015455 -0.091364999999999988 0.093110000000000012 -0.22988499999999998 -0.07525999999999998 -0.5087799999999999 0.090860000000000024 -0.048779999999999997 -0.17809 -0.067015000000000005 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -6 -8 9 -7 -10
right_child=2 -3 -4 4 5 8 7 -9 10 -11 -12
leaf_value=0.0034813533416212595 0.0037851575656765979 -0.010867975112468996 0.004992821025698686 -0.0033016681419440973 -0.0061555937428824899 -0.0021841407865620449 0.007289158117073178 -0.0034371538090688849 0.00032529812923618156 0.0070373195640709291 -0.001898569311188515
leaf_weight=47 88 47 61 73 58 47 48 89 2811 80 297
leaf_count=47 88 47 61 73 58 47 48 89 2811 80 297
internal_value=0 -0.0036846 0.000244697 0.000163813 7.26062e-05 0.000144659 -0.00160539 0.000314996 0.000250402 0.00361821 0.000112522
internal_weight=0 94 3652 3591 3503 3430 195 137 3235 127 3108
internal_count=3746 94 3652 3591 3503 3430 195 137 3235 127 3108
is_linear=0
shrinkage=0.0995203


Tree=1768
num_leaves=20
num_cat=0
split_feature=1 4 27 4 9 9 4 4 1 2 2 9 4 4 4 1 2 9 9
split_gain=0.0863528 0.158482 0.245384 0.181554 0.28253 0.312923 0.156607 0.121958 0.105416 0.159058 0.146704 0.119366 0.117484 0.128927 0.215292 0.12504 0.0982847 0.222285 0.150398
threshold=-0.14482999999999999 0.10606500000000003 0.082745000000000027 0.10098000000000003 0.092855000000000021 0.084535000000000013 0.11706000000000001 0.081905000000000019 -0.088174999999999989 -0.083665000000000003 -0.086554999999999993 -0.26414499999999996 0.14699000000000004 0.13707500000000003 0.13279000000000005 -0.085184999999999997 -0.089549999999999991 0.084565000000000015 0.087295000000000025
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 7 -3 -1 9 10 16 -10 13 14 15 -13 18 -18 -2
right_child=8 6 -4 -5 -6 -7 -8 -9 11 -11 -12 12 -14 -15 -16 -17 17 -19 -20
leaf_value=0.0055455398724437938 -0.0040718458158027519 -0.0051339849611252812 -0.0044384090578667053 0.0088408845449027742 -0.0044135808292404275 0.011142042283096693 0.0022423610294899578 -0.00041744403702133451 -0.0050257572115293605 -0.0061749416801751035 0.0031743400418964367 0.0028708159040409659 0.0046286726834287167 -0.0044734858167682842 0.0066517622691463843 -0.00022399637672404569 0.00031887025506368205 -0.0094482103445466033 0.0035425987678435926
leaf_weight=53 49 66 46 50 50 46 50 94 47 69 68 136 54 64 48 2620 46 46 54
leaf_count=53 49 66 46 50 50 46 50 94 47 69 68 136 54 64 48 2620 46 46 54
internal_value=0 0.00122388 0.00231147 0.00337397 0.00224572 0.00397517 -0.00194747 0.00172691 -0.0002385 -0.00192038 -0.000801056 -5.01521e-05 2.95998e-05 -5.67082e-05 4.38108e-05 -7.098e-05 -0.00219155 -0.00455577 -7.18593e-05
internal_weight=0 455 339 293 243 193 116 147 3301 332 263 2969 2922 2868 2804 2756 195 92 103
internal_count=3756 455 339 293 243 193 116 147 3301 332 263 2969 2922 2868 2804 2756 195 92 103
is_linear=0
shrinkage=0.0995203


Tree=1769
num_leaves=26
num_cat=0
split_feature=17 17 17 9 17 17 3 9 26 2 2 5 0 9 3 9 2 5 3 18 18 20 2 9 3
split_gain=0.0714746 0.215291 0.26705 0.236879 0.365232 0.199978 0.131266 0.325751 0.25127 0.123528 0.41535 0.286611 0.577227 0.250878 0.324732 0.248194 0.231912 0.196248 0.192014 0.156427 0.266012 0.172735 0.208016 0.44579 0.27372
threshold=-0.067414999999999989 -0.078119999999999995 -0.084209999999999993 -0.093949999999999992 -0.088525000000000006 -0.07107999999999999 0.11492500000000001 0.093825000000000033 0.10144500000000002 -0.082404999999999992 -0.082830000000000001 -0.0087549999999999989 -0.084834999999999994 0.083760000000000015 0.084145000000000011 0.084835000000000022 -0.082139999999999991 -0.045014999999999993 0.08785500000000003 -0.082304999999999989 -0.091109999999999983 -0.09638999999999999 -0.079284999999999994 0.089255000000000015 0.095240000000000019
decision_type=2 2 2 2 2 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 -3 8 -8 -5 10 11 13 -13 17 -15 -16 -11 -2 -14 20 -18 -21 23 -23 -24
right_child=9 5 -4 4 -6 -7 7 -9 -10 16 -12 12 18 14 15 -17 19 -19 -20 21 -22 22 24 -25 -26
leaf_value=-0.0063452732830065091 0.0003250805894645065 0.0086091356449347085 -0.0055831746232279916 -0.00068287248473445738 0.0075518734589436962 0.00036195631027126319 0.0073990823724323623 -0.00062547678334828091 0.0061003305923712477 0.0064007086240928674 -0.0096010606994461258 -0.013747427136522227 0.0028338632704772164 -0.0064157256117387037 0.005059436786173958 -0.00088712048904590016 0.0012143830225001936 0.0094407481258228319 -0.0055399638546123333 0.0050738278306964486 -0.0092500092649665661 -0.00010461775603970631 0.0025867944865061534 -0.0089026259109231416 -0.00067102075353484719
leaf_weight=48 46 60 76 800 74 57 83 126 58 56 57 47 66 80 92 284 48 48 46 67 48 213 404 78 694
leaf_count=48 46 60 76 800 74 57 83 126 58 56 57 47 66 80 92 284 48 48 46 67 48 213 404 78 694
internal_value=0 0.000513719 0.00013529 0.000501499 0.000790249 0.00459828 0.000320541 0.00255739 -0.00022338 -0.000386458 -0.00142665 -0.000768317 -0.00449014 0.000306142 -0.000657307 0.000565711 0.000108548 0.0049886 -0.000598079 -0.000117961 -0.00400929 0.000138048 -9.94462e-05 -0.00246566 0.00052692
internal_weight=0 1382 1265 1189 1141 117 1067 209 858 2374 766 709 159 550 456 376 1608 94 112 1552 96 1456 1389 291 1098
internal_count=3756 1382 1265 1189 1141 117 1067 209 858 2374 766 709 159 550 456 376 1608 94 112 1552 96 1456 1389 291 1098
is_linear=0
shrinkage=0.0995203


Tree=1770
num_leaves=12
num_cat=0
split_feature=30 8 26 2 0 6 11 2 26 26 0
split_gain=0.060071 0.100074 0.0796774 0.170925 0.174668 0.289014 0.0965951 0.0775952 0.0834164 0.304797 0.301788
threshold=-1.0000000180025095e-35 -0.50270999999999988 0.12086000000000002 -0.073369999999999991 -0.055729999999999995 -0.098424999999999999 -0.364875 -0.241895 0.11326500000000002 0.10812000000000002 -0.071799999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 -3 -8 9 -9 -10
right_child=1 2 3 4 -6 -7 7 8 10 -11 -12
leaf_value=0.0034855915959274642 -0.0039958611293758025 -0.0039484320238085185 0.0064890796233123618 0.0039764937004269666 0.0051553342544918739 -0.0056474276690095318 0.0036323050403791329 -0.00016563083745147844 -0.0075804045702876667 0.0069961628494883757 0.0015569362907360631
leaf_weight=47 64 65 57 52 51 76 55 3084 64 60 81
leaf_count=47 64 65 57 52 51 76 55 3084 64 60 81
internal_value=0 -9.45446e-05 -2.58195e-05 0.00174234 0.000226231 -0.00173131 -0.000148467 -7.43587e-05 -0.000136592 -2.86949e-05 -0.00247045
internal_weight=0 3709 3645 236 179 128 3409 3344 3289 3144 145
internal_count=3756 3709 3645 236 179 128 3409 3344 3289 3144 145
is_linear=0
shrinkage=0.0995203


Tree=1771
num_leaves=21
num_cat=0
split_feature=1 1 4 3 5 9 4 1 3 3 0 8 8 9 12 1 18 3 8 3
split_gain=0.0656746 0.150365 0.155456 0.247341 0.241947 0.159276 0.13476 0.0920649 0.233675 0.454233 0.384232 0.196774 0.139763 0.101069 0.15376 0.124872 0.342984 0.159771 0.632772 0.212902
threshold=-0.14482999999999999 -0.15796999999999997 0.10606500000000003 0.096510000000000026 0.25642500000000007 1.0000000180025095e-35 0.11706000000000001 -0.087944999999999995 0.08920500000000002 0.092510000000000023 -0.080500000000000002 -0.081234999999999988 -0.085499999999999993 -0.26414499999999996 -0.01397 -0.085574999999999998 -0.014319999999999999 0.084550000000000028 -0.085165000000000005 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 2 3 5 -5 -1 -4 8 10 -10 11 12 -2 -9 -15 16 -16 18 -17 -19
right_child=7 -3 6 4 -6 -7 -8 13 9 -11 -12 -13 -14 14 15 17 -18 19 -20 -21
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leaf_weight=72 72 65 58 64 87 61 48 47 48 50 55 48 73 49 49 144 49 57 112 2448
leaf_count=72 72 65 58 64 87 61 48 47 48 50 55 48 73 49 49 144 49 57 112 2448
internal_value=0 0.00107608 0.000335253 0.00155102 0.00430884 -0.00157389 -0.00291436 -0.000199243 -0.00173522 -0.00584964 -0.000106056 -0.00220046 -0.000366204 -1.91193e-05 5.4596e-05 -3.98583e-05 0.00345082 -0.000164054 -0.00253231 7.76447e-05
internal_weight=0 455 390 284 151 133 106 3301 346 98 248 193 145 2955 2908 2859 98 2761 256 2505
internal_count=3756 455 390 284 151 133 106 3301 346 98 248 193 145 2955 2908 2859 98 2761 256 2505
is_linear=0
shrinkage=0.0995203


Tree=1772
num_leaves=10
num_cat=0
split_feature=0 8 24 22 4 0 4 1 1
split_gain=0.109187 0.100273 0.0793898 0.0781501 0.0692465 0.282463 0.260355 0.227242 0.0692861
threshold=-0.26289499999999993 -0.50270999999999988 0.086185000000000025 0.12223500000000002 0.077430000000000013 -0.13752999999999999 0.081540000000000015 -0.53140500000000002 -0.28064499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 -8 -7
right_child=1 2 -4 -5 6 8 7 -9 -10
leaf_value=0.0047060623629718353 -0.0032855220958462692 0.0068450138537642334 0.003882676523693865 0.0038323171610057374 -0.0069720208559250416 0.0030462339872642835 0.006309609122440699 -0.00073751985743351239 -4.4261680625683243e-05
leaf_weight=49 91 62 53 52 63 74 48 808 2461
leaf_count=49 91 62 53 52 63 74 48 808 2461
internal_value=0 -2.25459e-05 5.92305e-05 2.2066e-06 -5.42062e-05 0.000208273 -0.000796836 -0.000341397 4.56311e-05
internal_weight=0 3712 3621 3568 3516 2597 919 856 2535
internal_count=3761 3712 3621 3568 3516 2597 919 856 2535
is_linear=0
shrinkage=0.0995203


Tree=1773
num_leaves=17
num_cat=0
split_feature=0 2 2 3 17 5 5 17 3 21 1 3 3 0 5 2
split_gain=0.0885344 0.0789487 0.130834 0.0933519 0.164461 0.160556 0.194068 0.170938 0.136608 0.361303 0.221702 0.122782 0.14389 0.0752095 0.196763 0.0255461
threshold=-0.26289499999999993 0.15165000000000003 0.12185000000000003 0.087570000000000023 -0.17385999999999999 -0.0087549999999999989 -0.014739999999999998 -0.013125 0.088745000000000032 0.087785000000000016 -0.0088199999999999997 0.08895500000000002 0.08920500000000002 -0.12236 -0.11517000000000001 0.35004500000000011
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 -7 9 10 -5 -10 -13 15 -15 -3
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leaf_weight=49 86 46 65 177 535 207 163 86 48 46 47 50 1973 54 83 46
leaf_count=49 86 46 65 177 535 207 163 86 48 46 47 50 1973 54 83 46
internal_value=0 -2.02582e-05 9.72038e-05 1.28501e-05 -0.000753698 -0.0011166 -0.000294587 -0.00307206 0.000365858 0.00247148 0.000817761 9.09481e-05 0.000209371 -0.00181038 -0.000325909 -0.00401206
internal_weight=0 3712 3483 3418 1077 991 698 293 2341 270 224 2071 2023 229 137 92
internal_count=3761 3712 3483 3418 1077 991 698 293 2341 270 224 2071 2023 229 137 92
is_linear=0
shrinkage=0.0995203


Tree=1774
num_leaves=18
num_cat=0
split_feature=24 2 5 4 17 21 21 6 2 6 21 17 18 26 8 18 5
split_gain=0.0734048 0.0825854 0.159512 0.307596 0.155918 0.0775269 0.280918 0.148986 0.257038 0.15235 0.137295 0.091137 0.299332 0.276438 0.258946 0.24155 0.242473
threshold=0.09407500000000002 0.13896000000000006 -0.084089999999999984 0.13752500000000004 -0.059294999999999994 0.088120000000000018 0.089125000000000024 0.004915000000000001 0.091030000000000014 -0.067359999999999989 0.087235000000000021 -0.13530499999999998 -0.07989499999999998 0.083235000000000017 -0.0061900000000000002 0.090285000000000018 0.066815000000000027
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 -4 10 -7 8 9 -8 11 15 13 -13 -14 16 -1
right_child=-2 2 4 -5 -6 6 7 -9 -10 -11 -12 12 14 -15 -16 -17 -18
leaf_value=0.0052477199338686522 0.0034001038937387629 -0.0088590176979846703 -0.0032763550885675794 0.00077762288570232838 0.0044487706738208371 0.0082705245196531395 -0.0002935862392426715 -0.0038209715803017275 0.0074147195789587266 0.0031430017601892482 -0.0050278090591983704 -0.0061318587358325464 -0.00030526448298177401 -0.00084788645882100501 0.003192613891221096 -0.0045648111399207636 0.00019092693074979097
leaf_weight=149 63 67 46 64 59 48 649 74 55 159 57 151 1270 281 251 63 255
leaf_count=149 63 67 46 64 59 48 649 74 55 159 57 151 1270 281 251 63 255
internal_value=0 -2.56508e-05 -0.00182713 -0.00414479 0.00105663 9.69173e-05 0.000843902 0.000462582 0.000830834 0.00038166 -0.000199797 -8.5741e-05 -0.000384703 -0.00269673 0.000271428 0.00116277 0.00205796
internal_weight=0 3698 236 131 105 3462 985 937 863 808 2477 2420 1953 432 1521 467 404
internal_count=3761 3698 236 131 105 3462 985 937 863 808 2477 2420 1953 432 1521 467 404
is_linear=0
shrinkage=0.0995203


Tree=1775
num_leaves=10
num_cat=0
split_feature=8 24 19 7 4 7 10 27 27
split_gain=0.0649969 0.071515 0.0519727 0.0535944 0.134035 0.100104 0.0991708 0.180669 0.0919214
threshold=-0.50270999999999988 0.086185000000000025 -0.10411999999999999 0.082295000000000021 0.087695000000000009 0.054685000000000004 1.0000000180025095e-35 0.078330000000000025 -0.09151999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 8 -8 -4
right_child=1 -3 3 4 -6 -7 7 -9 -10
leaf_value=-0.0025986828459795305 0.0028255856903550542 0.0035015162216841728 -0.0040920174344565739 -0.0058457030810869512 0.0015109400696647292 0.0035990800047738108 -0.0044575017280634992 0.0022733398859458367 0.00016687714630078099
leaf_weight=91 65 60 51 51 47 77 123 58 3138
leaf_count=91 65 60 51 51 47 77 123 58 3138
internal_value=0 9.372e-05 3.68539e-05 -1.40485e-05 -0.00230916 5.09654e-05 -2.98614e-05 -0.00229613 9.85101e-05
internal_weight=0 3670 3610 3545 98 3447 3370 181 3189
internal_count=3761 3670 3610 3545 98 3447 3370 181 3189
is_linear=0
shrinkage=0.0995203


Tree=1776
num_leaves=9
num_cat=0
split_feature=2 21 11 10 10 10 18 10
split_gain=0.232736 0.10533 0.0610634 0.0656857 0.0706777 0.0807343 0.0833953 0.0576755
threshold=0.50951500000000005 0.20153000000000004 0.086705000000000018 0.087275000000000019 0.083010000000000014 0.077415000000000025 0.14607000000000003 0.091080000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -5
right_child=-2 -3 -4 7 -6 -7 -8 -9
leaf_value=-0.00028206960660765796 0.0064883819544369944 0.0045609830976745518 0.0035258199994381741 0.0045421813824779288 -0.0039550652607726351 0.0034202852604995576 0.0021103629695487223 8.7085228434353787e-05
leaf_weight=3230 56 50 47 56 48 63 151 60
leaf_count=3230 56 50 47 56 48 63 151 60
internal_value=0 2.40273e-05 -3.78138e-05 -8.44628e-05 -0.000162075 -0.000108973 -0.000174978 0.00224488
internal_weight=0 3705 3655 3608 3492 3444 3381 116
internal_count=3761 3705 3655 3608 3492 3444 3381 116
is_linear=0
shrinkage=0.0995203


Tree=1777
num_leaves=10
num_cat=0
split_feature=2 21 6 6 21 21 1 9 5
split_gain=0.188711 0.0854048 0.0592748 0.0931452 0.091058 0.119242 0.119934 0.0907337 0.0453528
threshold=0.50951500000000005 0.20153000000000004 0.15086500000000005 0.12080000000000003 -0.096850000000000006 -0.085135000000000002 -0.011714999999999998 0.089935000000000029 -0.068984999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7 -4
right_child=-2 -3 8 -5 5 7 -8 -9 -10
leaf_value=-0.0040561825513305378 0.0058426570993119469 0.0041070733203151608 -0.004716923831356426 0.0036022867447864414 0.0069934413175325614 0.00031367738440854986 0.00022618693656488854 -0.00076783888998615689 -0.0004811912803164929
leaf_weight=55 56 50 46 71 48 2116 57 1206 56
leaf_count=55 56 50 46 71 48 2116 57 1206 56
internal_value=0 2.17022e-05 -3.39613e-05 3.37171e-05 -3.88131e-05 2.54229e-05 0.00332759 -7.87037e-05 -0.00239945
internal_weight=0 3705 3655 3553 3482 3427 105 3322 102
internal_count=3761 3705 3655 3553 3482 3427 105 3322 102
is_linear=0
shrinkage=0.0995203


Tree=1778
num_leaves=12
num_cat=0
split_feature=2 18 20 6 18 0 19 19 1 20 19
split_gain=0.153017 0.0693744 0.222517 0.0786942 0.119503 0.116594 0.108441 0.337537 0.365344 0.194308 0.112821
threshold=0.50951500000000005 0.19545000000000004 -0.079809999999999992 0.15086500000000005 0.14607000000000003 -0.071340000000000001 0.11896000000000002 0.10583000000000002 -0.013975 -0.011659999999999998 0.097510000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -5 7 10 -9 -8 -1
right_child=-2 2 -4 5 -6 -7 9 8 -10 -11 -12
leaf_value=-6.6147603576944896e-05 0.0052611947462556721 0.0071886795856703958 -0.0014624181917175267 0.00064732193869406233 0.0047581109330334902 -0.0059128971085786221 0.00080678774253562294 0.010731913923245176 -6.5020414870559304e-05 -0.0071362073376299738 -0.0049283267935527801
leaf_weight=3133 56 53 66 52 52 55 64 60 64 58 48
leaf_count=3133 56 53 66 52 52 55 64 60 64 58 48
internal_value=0 1.95423e-05 0.00238371 -5.86835e-05 2.28435e-05 -0.0027171 -4.87689e-05 5.8547e-05 0.0051527 -0.00296268 -0.000139773
internal_weight=0 3705 119 3586 3479 107 3427 3305 124 122 3181
internal_count=3761 3705 119 3586 3479 107 3427 3305 124 122 3181
is_linear=0
shrinkage=0.0995203


Tree=1779
num_leaves=13
num_cat=0
split_feature=2 4 4 21 0 9 3 21 4 3 21 9
split_gain=0.124077 0.0688268 0.288486 0.171025 0.251558 0.158878 0.126015 0.128959 0.123148 0.0882045 0.085454 0.0841833
threshold=0.50951500000000005 0.10495500000000003 0.10684000000000003 -0.067244999999999985 -0.18357499999999999 -0.093949999999999992 0.14166500000000004 0.13042000000000004 0.10252500000000002 -0.02172 0.12094000000000002 -0.093949999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 -6 7 8 10 -7 11 -1
right_child=-2 2 3 4 5 9 -8 -9 -10 -11 -12 -13
leaf_value=-0.0033471431895751151 0.0047375998442195548 0.0083988867663778166 -0.0052581357176671468 0.0070029267828776052 0.0053534423825191127 0.0030357923407772474 0.0040997267070625549 -0.0045813644300497615 -0.0044168659901508787 -0.0012353343781614627 0.0038524401124763437 -5.2166862584461366e-05
leaf_weight=79 56 48 49 59 50 56 67 67 66 328 54 2782
leaf_count=79 56 48 49 59 50 56 67 67 66 328 54 2782
internal_value=0 1.75535e-05 0.00100335 0.000346884 0.000905636 7.48552e-05 -0.0001689 -0.000263 -0.000165667 -0.00061033 -6.91323e-05 -0.000143436
internal_weight=0 3705 590 542 493 434 3115 3048 2981 384 2915 2861
internal_count=3761 3705 590 542 493 434 3115 3048 2981 384 2915 2861
is_linear=0
shrinkage=0.0995203


Tree=1780
num_leaves=14
num_cat=0
split_feature=22 1 8 1 6 1 18 5 8 21 6 26 17
split_gain=0.0841671 0.0823561 0.216353 0.0962879 0.0767089 0.197031 0.33767 0.165997 0.274382 0.182845 0.16045 0.145646 0.113918
threshold=0.13160500000000006 0.51390500000000017 -0.092299999999999993 0.50996500000000011 -0.10032499999999998 -0.000195 -0.0010249999999999999 -0.22999499999999998 -0.0092799999999999983 0.090830000000000022 -0.095814999999999997 -0.396395 0.6218950000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 8 -7 -9 -6 -12 -13
right_child=-2 2 -4 -5 10 7 -8 9 -10 -11 11 12 -14
leaf_value=4.5671312366095504e-05 -0.003453734794147444 0.0021826807669938042 -0.0065220988870220587 0.0049261378070796927 0.0052545237672427022 0.0010395493488876359 -0.0099994666886808643 0.0083121434230972509 -0.0066464679557443713 0.00060240303768319906 0.0060230077488224376 0.00046256886661330727 -0.0041926619527157399
leaf_weight=83 58 55 58 47 71 157 55 46 65 91 46 2857 53
leaf_count=83 58 55 58 47 71 157 55 46 65 91 46 2857 53
internal_value=0 0.00036597 -0.00227802 0.000449865 0.000389932 -0.000755248 -0.0039519 0.000471267 -0.00120717 0.00319705 0.000578228 0.000465631 0.000377501
internal_weight=0 3684 113 3571 3524 497 138 359 222 137 3027 2956 2910
internal_count=3742 3684 113 3571 3524 497 138 359 222 137 3027 2956 2910
is_linear=0
shrinkage=0.0995203


Tree=1781
num_leaves=19
num_cat=0
split_feature=5 3 4 20 26 6 3 26 3 3 21 11 1 0 26 27 21 27
split_gain=0.0718833 0.173701 0.361686 0.192642 0.150781 0.233381 0.118538 0.0809557 0.151137 0.22457 0.166286 0.110739 0.115656 0.243492 0.0780022 0.0692664 0.221998 0.161136
threshold=-0.46244499999999994 0.10393500000000001 0.13279000000000005 -0.049389999999999996 -0.031674999999999995 -0.13578499999999999 0.0040650000000000009 -0.10954 0.08777500000000002 0.098755000000000023 0.10787500000000003 -0.100185 0.27552000000000004 -0.063914999999999986 -0.086635000000000004 0.085370000000000015 0.086835000000000009 0.073825000000000016
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 -2 -10 -11 -9 14 -14 -13 17 -17 -16
right_child=7 2 -4 6 5 -7 -8 11 9 10 -12 12 13 -15 15 16 -18 -19
leaf_value=-0.0031633399133405857 0.0070645956818409872 -7.4544724269368597e-05 0.0047164212095715504 0.00078158920648984179 -0.0027781542045974919 -0.011391982460708864 0.0077256336174633599 -0.0040183782539118243 -0.0031513263128570899 0.0080462335643895089 6.5993566390437348e-05 -0.0027765495062193326 0.0078601039156266182 -0.0012537768832268945 0.000335163726407831 0.0032699428065880495 -0.0055409671866022076 0.006153392837445603
leaf_weight=55 50 46 49 50 68 58 48 58 78 50 54 82 60 56 2714 47 71 48
leaf_count=55 50 46 49 50 68 58 48 58 78 50 54 82 60 56 2714 47 71 48
internal_value=0 -0.00103221 -0.00281807 0.001542 -0.00496928 -0.00674975 0.00419111 0.00042163 0.00221604 0.000879517 0.00391052 0.000288619 0.000370043 0.00345324 0.000249021 0.00033545 -0.0020246 0.000436574
internal_weight=0 374 221 153 172 126 98 3368 232 182 104 3136 3078 116 2962 2880 118 2762
internal_count=3742 374 221 153 172 126 98 3368 232 182 104 3136 3078 116 2962 2880 118 2762
is_linear=0
shrinkage=0.0995203


Tree=1782
num_leaves=11
num_cat=0
split_feature=1 8 1 9 9 26 3 26 19 29
split_gain=0.076581 0.17619 0.0758096 0.0710551 0.0763276 0.110827 0.460861 0.169139 0.108751 0.0796901
threshold=0.51390500000000017 -0.092299999999999993 0.50996500000000011 0.14523000000000005 0.12188500000000002 0.11928500000000002 0.093535000000000021 0.12508000000000005 -0.071824999999999986 0.11300500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 8 -7 -8 -1 -10
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11
leaf_value=0.0042053376241133434 0.0017220247876607502 -0.006131696377322339 0.0043004090963475374 -0.0031478758063085603 0.0038537500324608547 0.006529957575544444 -0.0096680907766700883 -0.0023840828357734067 0.00038277167211841595 -0.0035815383717207913
leaf_weight=73 55 58 47 59 60 46 49 90 3154 51
leaf_count=73 55 58 47 59 60 46 49 90 3154 51
internal_value=0 -0.00230185 0.000328269 0.000275921 0.000333492 0.000272263 -0.0020969 -0.00495772 0.000406221 0.000319434
internal_weight=0 113 3629 3582 3523 3463 185 139 3278 3205
internal_count=3742 113 3629 3582 3523 3463 185 139 3278 3205
is_linear=0
shrinkage=0.0995203


Tree=1783
num_leaves=15
num_cat=0
split_feature=2 20 20 18 1 19 22 0 0 4 0 0 2 0
split_gain=0.0797086 0.0644361 0.150103 0.135579 0.153058 0.126116 0.199983 0.0737163 0.0866833 0.429314 0.145252 0.0960465 0.274915 0.139501
threshold=0.58516500000000016 0.0013750000000000004 0.084680000000000019 -0.088579999999999992 0.26846000000000009 0.098950000000000024 0.086035000000000014 -0.233955 -0.18357499999999999 0.088985000000000022 -0.15758999999999998 -0.142265 -0.076954999999999996 -0.13752999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -4 5 6 -5 -1 9 -9 -10 12 -12 -13
right_child=-2 2 3 4 -6 -7 -8 8 10 -11 11 13 -14 -15
leaf_value=-0.0034550294577597382 -0.0038921145065491792 -0.0047851322025752457 0.0042537155654496488 -0.0088668926548387886 0.0036728337677326508 0.0011618126091880847 -0.00055673732111434602 -0.003587794371188962 -0.0051728412952627579 0.0090568252124948838 0.0083217023176951153 -0.0046630616315057657 -0.0011828763863828266 0.00044029742881866046
leaf_weight=48 46 80 61 53 53 63 63 49 46 58 56 54 65 2947
leaf_count=48 46 80 61 53 53 63 63 49 46 58 56 54 65 2947
internal_value=0 0.000275332 -0.000964292 7.61476e-05 -0.00101874 -0.00241243 -0.00436068 0.000414723 0.00047169 0.00325865 0.000377302 0.000459341 0.00320917 0.000348195
internal_weight=0 3696 373 293 232 179 116 3323 3275 107 3168 3122 121 3001
internal_count=3742 3696 373 293 232 179 116 3323 3275 107 3168 3122 121 3001
is_linear=0
shrinkage=0.0995203


Tree=1784
num_leaves=24
num_cat=0
split_feature=6 17 9 3 3 6 5 20 9 21 26 17 26 17 6 5 5 5 5 26 8 26 1
split_gain=0.0955906 0.203005 0.340931 0.188076 0.138391 0.121264 0.219144 0.0910772 0.206611 0.183615 0.178446 0.296728 0.27212 0.143378 0.311019 0.139593 0.286111 0.260537 0.318711 0.160445 0.150976 0.120157 0.243112
threshold=0.11345500000000001 0.40057000000000009 0.094375000000000028 0.097595000000000029 0.11769000000000002 0.10449000000000003 -0.0031649999999999998 -0.083495 1.0000000180025095e-35 0.086835000000000009 0.088825000000000029 0.0021900000000000005 0.080935000000000021 0.11639500000000001 0.08866000000000003 0.066815000000000027 0.057175000000000011 0.26245000000000007 0.19791500000000004 0.095950000000000021 -0.085764999999999994 0.10219500000000002 -0.021369999999999997
decision_type=2 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 -5 7 -7 8 9 -1 11 12 -10 15 21 16 20 18 -17 -19 -9 22 -15
right_child=1 2 -4 4 -6 6 -8 13 10 -11 -12 -13 -14 14 -16 17 -18 19 -20 -21 -22 -23 -24
leaf_value=-0.00046111728451471022 0.005485975282087681 -0.011675156972736751 4.4524707113853071e-06 -0.005427549559530777 0.00076439192010651941 0.007984912368195601 -0.0013717942471237988 -0.00054488190449837094 0.00017911089347347173 -0.0081779781106260715 0.0056543473253445435 0.0037304004296230971 -0.0073966011020287666 0.0064058160436881485 -0.0071473729413353377 -0.0013509313378311314 0.0069926706945659571 0.0015415367034538297 -0.010408254377543407 -0.0033448277980378427 0.0012805613119007701 -0.0043888481405212187 -0.00093252868073070733
leaf_weight=54 47 47 52 60 88 51 48 744 103 71 46 88 86 57 81 129 71 306 55 85 1129 57 207
leaf_count=54 47 47 52 60 88 51 48 744 103 71 46 88 86 57 81 129 71 306 55 85 1129 57 207
internal_value=0 -0.00186194 -0.00553215 0 -0.00174032 6.86331e-06 0.00344006 -9.37802e-05 -0.00141518 -0.00485084 -8.3059e-05 -0.0010388 -0.00326371 0.000108606 -0.00163637 0.000387407 0.000790556 -0.000974163 -0.00406273 0.00047719 0.000555015 -0.000243197 0.000648787
internal_weight=0 294 99 195 148 3468 99 3369 448 125 323 277 189 2921 402 2519 1944 575 184 391 1873 321 264
internal_count=3762 294 99 195 148 3468 99 3369 448 125 323 277 189 2921 402 2519 1944 575 184 391 1873 321 264
is_linear=0
shrinkage=0.0995203


Tree=1785
num_leaves=19
num_cat=0
split_feature=2 6 2 6 18 6 5 18 20 2 20 18 18 21 12 2 21 2
split_gain=0.108499 0.0841222 0.201506 0.505846 0.19706 0.0941438 0.177747 0.0886803 0.0848118 0.253728 0.234058 0.170068 0.244359 0.140867 0.104564 0.106999 0.182785 0.113765
threshold=0.58516500000000016 0.11345500000000001 -0.070724999999999996 0.11989000000000002 -0.067359999999999989 0.10449000000000003 -0.0031649999999999998 0.14994000000000005 -0.083495 -0.083534999999999984 -0.089224999999999985 -0.010694999999999998 -0.082654999999999992 0.086155000000000023 0.086720000000000019 -0.085944999999999994 0.090520000000000017 -0.084869999999999987
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 -4 8 -7 -6 9 11 13 12 -1 -11 15 16 -10 -17
right_child=-2 2 4 -5 7 6 -8 -9 14 10 -12 -13 -14 -15 -16 17 -18 -19
leaf_value=0.0012405053911689167 -0.0049290732583742438 -0.012865575540739265 0.0058791689505677813 0.00019446927578357134 -0.0040938775234075214 0.0071902521306599102 -0.0012352734732410783 0.0013827145364990246 -0.001703448851968012 0.0016526496778993718 -0.0092593147591295468 0.0042660634411594064 -0.0068466181119000566 -0.0051641277985697825 0.0045189749216876796 0.0035556857399064003 0.0035687546830125982 0.00025720543909163153
leaf_weight=128 46 47 49 78 65 51 48 53 539 62 60 87 52 58 54 109 74 2102
leaf_count=128 46 47 49 78 65 51 48 53 539 62 60 87 52 58 54 109 74 2102
internal_value=0 -6.547e-05 -0.00168704 -0.00470956 0.000570427 7.25789e-05 0.00309688 -0.00162712 -1.72218e-05 -0.00129281 -0.00418119 0.000651341 -0.00109123 -0.0016353 0.000180614 9.73666e-05 -0.00106566 0.000420187
internal_weight=0 3716 292 125 167 3424 99 118 3325 447 180 267 180 120 2878 2824 613 2211
internal_count=3762 3716 292 125 167 3424 99 118 3325 447 180 267 180 120 2878 2824 613 2211
is_linear=0
shrinkage=0.0995203


Tree=1786
num_leaves=14
num_cat=0
split_feature=2 20 5 8 2 4 2 18 27 0 0 0 9
split_gain=0.0879805 0.076453 0.108812 0.0754627 0.134794 0.126368 0.178608 0.292012 0.141091 0.228806 0.18429 0.120606 0.0908014
threshold=0.58516500000000016 0.12894000000000003 -0.035924999999999999 -0.42187000000000002 0.15165000000000003 0.11219500000000003 0.094050000000000022 -0.085709999999999995 0.093190000000000023 -0.093765000000000001 -0.080074999999999993 -0.082494999999999999 -0.040564999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 12 5 6 11 -8 9 -7 -10 -5 -1
right_child=-2 2 -4 4 -6 8 7 -9 10 -11 -12 -13 -14
leaf_value=0.0052346664510760903 -0.0044385313008234095 0.004570524809725857 -0.0014931264316954353 0.00049951286029975106 -0.0045185978001003844 0.009951985421900119 0.0014492781399755663 -0.0064319717834729487 -0.0052105831254181086 0.0011495027024105023 0.0026068287266012018 -0.00077186601410314569 -0.00037141828257303061
leaf_weight=56 46 80 46 1522 71 46 78 115 48 81 79 1436 58
leaf_count=56 46 80 46 1522 71 46 78 115 48 81 79 1436 58
internal_value=0 -5.88448e-05 0.00235031 -0.000143628 -0.000226474 -0.000136736 -0.000309094 -0.00324256 0.00199823 0.00434425 -0.000341339 -0.000117418 0.00237527
internal_weight=0 3716 126 3590 3476 3405 3151 193 254 127 127 2958 114
internal_count=3762 3716 126 3590 3476 3405 3151 193 254 127 127 2958 114
is_linear=0
shrinkage=0.0995203


Tree=1787
num_leaves=18
num_cat=0
split_feature=2 6 18 8 8 17 6 17 20 2 20 17 2 17 20 20 19
split_gain=0.0713401 0.0678016 0.232667 0.289453 0.274833 0.121415 0.0719395 0.316094 0.0688725 0.19988 0.189254 0.142048 0.127583 0.111562 0.0901837 0.138174 0.1256
threshold=0.58516500000000016 0.11413500000000003 -0.082304999999999989 -0.080224999999999991 -0.073029999999999984 0.021725000000000005 0.10449000000000003 0.0065250000000000013 -0.083495 -0.083534999999999984 -0.089224999999999985 0.0021900000000000005 -0.095204999999999998 -0.084209999999999993 -0.08237499999999999 -0.081564999999999985 -0.050215000000000003
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 -6 8 -8 9 11 13 12 -1 -11 -10 -16 -17
right_child=-2 2 3 4 5 -7 7 -9 14 10 -12 -13 -14 -15 15 16 -18
leaf_value=0.0018459558412101899 -0.0039968076778923696 -0.0075488490863363771 0.0054475210241955374 -0.0085533227312164107 -0.0027038024461933066 0.0037822418421159351 -0.0019843610570080697 0.0088596332804096543 0.0037461304182999557 0.0020822668006133574 -0.0082933048407299037 0.0039818693708751299 -0.0034071291725741148 -0.0040495228318128372 -0.0046870783059972691 -0.004075120782431438 0.00028672962932386163
leaf_weight=85 46 52 65 50 62 53 63 46 68 51 60 83 99 69 59 67 2684
leaf_count=85 46 52 65 50 62 53 63 46 68 51 60 83 99 69 59 67 2684
internal_value=0 -5.29447e-05 -0.00153651 -0.000173633 -0.00239299 0.0002783 6.8647e-05 0.0025845 -1.35812e-05 -0.0011631 -0.00372678 0.000562156 -0.000975983 -0.00143669 0.000164673 7.77132e-05 0.0001802
internal_weight=0 3716 282 230 165 115 3434 109 3325 447 180 267 184 120 2878 2810 2751
internal_count=3762 3716 282 230 165 115 3434 109 3325 447 180 267 184 120 2878 2810 2751
is_linear=0
shrinkage=0.0995203


Tree=1788
num_leaves=26
num_cat=0
split_feature=0 0 25 5 5 26 5 26 2 2 8 4 26 4 19 4 4 8 5 2 0 18 8 26 9
split_gain=0.112001 0.17313 0.141293 0.155329 0.241859 0.425678 0.311121 0.262268 0.204342 0.380205 0.181174 0.333821 0.316027 0.14228 0.128879 0.113101 0.230253 0.149869 0.216302 0.338624 0.540809 0.292912 0.130376 0.164169 0.139444
threshold=-0.069955000000000003 -0.071484999999999993 0.083740000000000023 -0.019465 -0.013944999999999999 0.086580000000000032 -0.012464999999999999 0.089005000000000015 0.09556000000000002 0.11804000000000002 -0.074844999999999981 0.086205000000000018 0.090095000000000022 0.13300500000000004 -0.031244999999999998 0.08167000000000002 0.092860000000000012 -0.082739999999999994 -0.025879999999999997 -0.097214999999999996 -0.06340999999999998 0.091330000000000008 0.10649000000000002 0.056820000000000016 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 2 2 2 2
left_child=1 2 3 8 5 -5 -6 -8 10 -10 12 -12 -1 -11 -2 17 -17 -16 21 -20 -21 -19 23 24 -18
right_child=14 -3 -4 4 6 -7 7 -9 9 13 11 -13 -14 -15 15 16 22 18 19 20 -22 -23 -24 -25 -26
leaf_value=-0.0015274444317655734 0.0037049952959077701 0.0054267437330233741 0.0054571773377734608 0.00034307107587843404 -0.0066900702074568089 0.012380125289363114 0.0020912936219177917 -0.0012216632371713323 0.0094380555560918695 -0.0020012028969359219 -0.0017103636881260157 -0.010696593728710473 0.0026131452654108143 0.0043409766561975597 -0.0072039894756637853 0.0055478972025720793 -0.0021478687051256252 0.0080936135623356567 -0.010169817689914765 -0.0097380603453420603 0.0020192093802525743 -0.0021531592393741008 -0.0053802879838890155 0.0050897966204671618 0.0037883640029286025
leaf_weight=551 57 66 51 72 56 49 672 365 55 117 377 46 273 50 55 62 234 46 55 54 137 69 57 49 47
leaf_count=551 57 66 51 72 56 49 672 365 55 117 377 46 273 50 55 62 234 46 55 54 137 69 57 49 47
internal_value=0 0.000389408 0.000267505 0.000168552 0.00100175 0.00522435 0.000533541 0.00092442 -0.000519457 0.00226127 -0.00101516 -0.00268953 -0.000154629 -9.74441e-05 -0.000875159 -0.00117792 -8.06622e-05 -0.00236025 -0.00162002 -0.00328685 -0.00130055 0.00193843 -0.000984511 -0.000222759 -0.00115206
internal_weight=0 2800 2734 2683 1214 121 1093 1037 1469 222 1247 423 824 167 922 865 449 416 361 246 191 115 387 330 281
internal_count=3722 2800 2734 2683 1214 121 1093 1037 1469 222 1247 423 824 167 922 865 449 416 361 246 191 115 387 330 281
is_linear=0
shrinkage=0.0995203


Tree=1789
num_leaves=12
num_cat=0
split_feature=9 4 3 3 9 8 19 8 8 9 2
split_gain=0.0754706 0.241359 0.158739 0.309042 0.151518 0.0967503 0.0719476 0.0779855 0.0686329 0.162445 0.105781
threshold=0.11296000000000002 0.12719000000000005 0.10426500000000002 0.11642500000000001 0.10814500000000002 -0.048554999999999994 -0.13541 0.20353000000000004 0.10228000000000002 0.10227500000000002 -0.15012499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 -5 -1 8 9 10 -8
right_child=1 -3 3 5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.0038056355132710224 0.0042200931876639688 -0.0078611379495997329 -0.0079335503199852702 0.0048309007829794564 0.0047737921528967575 -0.0015476028568765486 -0.0021146283030116556 -0.0035782082248090206 0.0028610362272463745 -0.0046456235716852102 0.00028460441818615523
leaf_weight=51 60 49 53 46 70 48 194 58 87 72 2934
leaf_count=51 60 49 53 46 70 48 194 58 87 72 2934
internal_value=0 -0.0015802 -8.94564e-05 -0.00185403 0.000190402 0.00156508 9.56859e-05 3.88768e-05 0.00010295 2.77091e-05 0.000135541
internal_weight=0 256 207 147 3466 94 3396 3345 3287 3200 3128
internal_count=3722 256 207 147 3466 94 3396 3345 3287 3200 3128
is_linear=0
shrinkage=0.0995203


Tree=1790
num_leaves=20
num_cat=0
split_feature=0 0 11 9 4 9 4 27 10 26 30 9 0 0 1 3 3 3 0
split_gain=0.0879041 0.214017 0.113845 0.239527 0.260691 0.1422 0.181318 0.0822374 0.102044 0.0871769 0.0852067 0.139768 0.11517 0.211844 0.268012 0.116057 0.275409 0.265203 0.0543751
threshold=-0.050494999999999991 -0.044789999999999996 -0.085754999999999984 -0.078344999999999984 0.12205500000000002 0.10706000000000003 0.084900000000000017 -0.032854999999999995 0.07635500000000002 0.083235000000000017 0.090320000000000025 -0.095314999999999997 -0.15137999999999999 -0.23177499999999998 0.0022300000000000006 0.091865000000000016 0.091225000000000014 0.092395000000000019 -0.26289499999999993
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 -5 -1 10 -10 12 -12 13 18 -15 16 -14 -17 -9
right_child=1 2 3 4 -6 -7 -8 8 9 -11 11 -13 15 14 -16 17 -18 -19 -20
leaf_value=0.003983189252511489 -0.0070924849712079782 -0.0047855317224162232 0.00500213623708003 -0.0037037990005824692 -0.0078436824929564476 0.0051350950555713376 0.0012570808908950689 0.0012299630516838199 -0.0047372146944862359 0.00023084795184964908 0.0013027935368454737 -0.0057573245352157479 -3.122621086362573e-05 0.00026437607065435859 0.0088341611295642431 0.0081567276582146225 -0.0062236253923419107 0.00066800830590916236 -0.003404959550742429
leaf_weight=58 53 54 80 125 48 46 175 51 75 65 53 58 1386 67 79 49 75 1076 49
leaf_count=58 53 54 80 125 48 46 175 51 75 65 53 58 1386 67 79 49 75 1076 49
internal_value=0 -0.00106268 -0.000455866 3.56599e-05 -0.000970684 -1.48381e-05 -0.000807224 0.000269787 0.000199662 -0.00242477 0.000324786 -0.0023789 0.000431046 0.00248909 0.00490706 0.000234952 -0.000349672 0.000994912 -0.00103296
internal_weight=0 581 528 474 394 346 300 3141 3083 140 2943 111 2832 246 146 2586 1461 1125 100
internal_count=3722 581 528 474 394 346 300 3141 3083 140 2943 111 2832 246 146 2586 1461 1125 100
is_linear=0
shrinkage=0.0995203


Tree=1791
num_leaves=21
num_cat=0
split_feature=0 18 0 21 5 5 6 5 17 1 17 0 20 20 18 6 5 5 21 0
split_gain=0.0716459 0.165885 0.216527 0.175406 0.145647 0.228904 0.327543 0.238443 0.206347 0.440127 0.340085 0.136783 0.12417 0.201493 0.328465 0.147826 0.525968 0.138837 0.127054 0.163758
threshold=-0.069955000000000003 0.17794000000000004 -0.071484999999999993 0.13276500000000005 -0.019465 -0.013944999999999999 -0.0087049999999999992 -0.012464999999999999 -0.046254999999999998 -0.0062700000000000004 -0.016209999999999999 -0.067345000000000002 -0.10068000000000001 -0.064180000000000001 -0.064454999999999998 -0.03252 -0.11065499999999999 -0.44524499999999995 1.0000000180025095e-35 -0.061654999999999995
decision_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 6 -6 -7 9 -1 -10 -2 -13 14 -14 16 17 -15 19 -17
right_child=11 -3 -4 -5 5 7 -8 -9 10 -11 -12 12 13 15 -16 18 -18 -19 -20 -21
leaf_value=0.0089559376236867903 -0.0044375477903008291 -0.0039704449610627798 0.006164302019909168 0.0051853736276811779 -0.00033080745820957799 -0.0058607232389739326 0.0099817069985785097 0.00087001022496658285 -0.0073902730626471515 -0.0010165550505676657 -0.00055517127837928471 -0.0037804757151629004 -2.6048413030471473e-05 -0.0028451501140152068 0.010199151014967375 0.0049567005071535584 -0.01021205580851336 0.0040739788747093915 0.0050108827581570019 -0.001109390709113225
leaf_weight=68 88 87 64 71 58 55 64 992 77 123 1141 91 88 52 48 51 65 64 51 324
leaf_count=68 88 87 64 71 58 55 64 992 77 123 1141 91 88 52 48 51 65 64 51 324
internal_value=0 0.000306225 0.00044367 0.00030515 0.000170428 0.000991903 0.00507233 0.000515656 -0.000510541 0.00252958 -0.000987948 -0.000705175 -0.00031037 0.000113535 0.00357683 -0.000661077 -0.00304418 0.000965243 0.000349541 -0.000282219
internal_weight=0 2800 2713 2649 2578 1169 122 1047 1409 191 1218 922 834 743 136 607 181 116 426 375
internal_count=3722 2800 2713 2649 2578 1169 122 1047 1409 191 1218 922 834 743 136 607 181 116 426 375
is_linear=0
shrinkage=0.0995203


Tree=1792
num_leaves=17
num_cat=0
split_feature=28 1 1 1 5 18 3 3 0 29 26 8 26 0 0 1
split_gain=0.081021 0.0699444 0.215083 0.20016 0.190337 0.290284 0.23884 0.187601 0.167696 0.106452 0.097011 0.137198 0.137148 0.554284 0.157871 0.0340154
threshold=0.10217500000000003 -0.082344999999999988 -0.083684999999999996 -0.084759999999999988 -0.0063549999999999995 -0.018864999999999996 0.11426500000000002 0.086850000000000024 -0.088594999999999993 0.097705000000000028 0.15583500000000003 -0.44475499999999996 0.097125000000000031 -0.088484999999999994 -0.087614999999999985 0.007210000000000002
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 -6 -7 10 11 -3 14 -14 -13 -12
right_child=-2 9 -4 -5 6 8 -8 -9 -10 -11 15 12 13 -15 -16 -17
leaf_value=-0.0079614848746668992 -0.0041978932458842941 -0.0046422036707244414 -0.0063681551415583392 0.0052954657509228934 -0.0014552746859499354 -0.005754290372674626 -0.0051268288694051797 0.0023587673326967385 0.00060002948609228206 0.0042564645952221378 0.0013989070119778799 -0.00042758079451124005 0.0078622538247493847 -0.0031135431504139576 0.0013244227774117342 0.0052155559742455082
leaf_weight=78 46 60 62 59 198 54 71 359 172 65 47 964 53 324 1079 47
leaf_count=78 46 60 62 59 198 54 71 359 172 65 47 964 53 324 1079 47
internal_value=0 4.52525e-06 -0.000680994 -0.000324362 -0.000681002 -0.0027254 0.000307342 0.0010015 -0.000914638 0.000278368 0.000177593 5.8309e-05 0.000175189 -0.00156835 0.00049733 0.00331594
internal_weight=0 3692 1053 991 932 304 628 557 226 2639 2574 2480 2420 377 2043 94
internal_count=3738 3692 1053 991 932 304 628 557 226 2639 2574 2480 2420 377 2043 94
is_linear=0
shrinkage=0.0995203


Tree=1793
num_leaves=10
num_cat=0
split_feature=28 0 20 6 20 21 27 35 3
split_gain=0.065697 0.0495721 0.0732083 0.177632 0.0959874 0.102589 0.0888272 0.0796866 0.0727827
threshold=0.10217500000000003 -0.23998999999999998 -0.23803499999999997 0.23663500000000004 -0.14878999999999998 -0.092419999999999988 -0.089394999999999988 -0.083194999999999991 0.098225000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 -6 -7 -8 -4
right_child=-2 2 4 -5 5 6 7 -9 -10
leaf_value=0.0025367186226589308 -0.0037801181770790453 0.0069309138135929009 -0.00047550196617904869 -0.0017126183184031211 0.0045319215199573371 0.0038287013732482386 0.0039447016254047186 -0.00022565046322806564 -0.0060947492697870868
leaf_weight=75 46 48 46 46 48 56 46 3281 46
leaf_count=75 46 48 46 46 48 56 46 3281 46
internal_value=0 4.05282e-06 -4.82368e-05 0.00269239 -0.000121594 -3.62888e-05 -0.000101347 -0.000167744 -0.00329403
internal_weight=0 3692 3617 94 3523 3431 3383 3327 92
internal_count=3738 3692 3617 94 3523 3431 3383 3327 92
is_linear=0
shrinkage=0.0995203


Tree=1794
num_leaves=17
num_cat=0
split_feature=28 1 1 1 1 26 26 26 1 3 9 1 5 1 29 6
split_gain=0.0532719 0.0542006 0.17376 0.162976 0.18192 0.147359 0.579091 0.171438 0.090199 0.32172 0.23957 0.115122 0.580628 0.110495 0.0894587 0.0858892
threshold=0.10217500000000003 -0.082344999999999988 -0.083684999999999996 -0.084759999999999988 -0.085574999999999998 0.091275000000000023 0.10144500000000002 0.088015000000000024 -0.080500000000000002 0.084955000000000017 0.088285000000000016 -0.078729999999999994 -0.080724999999999991 -0.077429999999999985 0.097185000000000021 0.11642500000000001
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 7 -7 -1 9 -3 -11 12 -10 -13 15 -15
right_child=-2 8 -4 -5 -6 6 -8 -9 11 10 -12 13 -14 14 -16 -17
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leaf_weight=595 46 47 62 59 47 81 82 127 46 48 47 74 49 2056 69 203
leaf_count=595 46 47 62 59 47 81 82 127 46 48 47 74 49 2056 69 203
internal_value=0 3.64952e-06 -0.00059978 -0.000279146 -0.000601037 -0.000279649 -0.00298288 0.000329503 0.000244737 0.00268479 -0.000639053 0.000105647 -0.00329163 0.000240352 0.000119647 1.14633e-05
internal_weight=0 3692 1053 991 932 885 163 722 2639 142 95 2497 95 2402 2328 2259
internal_count=3738 3692 1053 991 932 885 163 722 2639 142 95 2497 95 2402 2328 2259
is_linear=0
shrinkage=0.0995203


Tree=1795
num_leaves=14
num_cat=0
split_feature=0 20 8 20 7 3 20 4 3 4 8 8 8
split_gain=0.0419949 0.0540684 0.186108 0.0744163 0.0689705 0.058077 0.0558252 0.208723 0.468892 0.365454 0.127016 0.594425 0.460586
threshold=-0.23998999999999998 -0.23803499999999997 -0.011315 -0.14878999999999998 0.084545000000000023 0.098225000000000021 -0.0070099999999999997 0.10515500000000001 0.11360500000000003 0.096160000000000009 -0.085289999999999991 -0.084514999999999993 -0.086154999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 -3 7 9 -9 -5 12 -12 -8
right_child=1 3 -4 4 -6 -7 10 8 -10 -11 11 -13 -14
leaf_value=0.0022965820207208614 -0.0020485994789992855 -0.00038982070223148502 0.0068008882313426019 0.00049819338824175447 -0.0030349641980674455 -0.0053846839307351664 0.00010700248594315148 0.012225477983938369 -0.00054366702104116454 -0.0082073275898918493 -0.011633567779034118 -0.0004762065934409212 0.010386914726386457
leaf_weight=75 48 46 46 1065 76 47 704 47 72 50 49 1367 46
leaf_count=75 48 46 46 1065 76 47 704 47 72 50 49 1367 46
internal_value=0 -8.21804e-05 0.00227329 -0.000144448 -6.98751e-05 -0.00292291 -3.35578e-06 0.000530668 0.00449273 0.000107077 -0.000307975 -0.00086288 0.000738596
internal_weight=0 3663 94 3569 3476 93 3400 1234 119 1115 2166 1416 750
internal_count=3738 3663 94 3569 3476 93 3400 1234 119 1115 2166 1416 750
is_linear=0
shrinkage=0.0995203


Tree=1796
num_leaves=8
num_cat=0
split_feature=25 27 0 7 4 6 20
split_gain=0.144068 0.0819426 0.0739867 0.112345 0.122095 0.113619 0.0889669
threshold=0.10729000000000002 0.11823500000000002 0.16362500000000005 -0.23835999999999999 0.14646500000000004 -0.52821499999999999 -0.053499999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.0046745043003208761 -0.0057577190848271476 0.0039159418758359021 -0.0039932482520042287 0.0044614823968457708 -0.0048854369284727387 0.00044036090061080289 -0.00063344036749727695
leaf_weight=46 47 47 52 51 56 1154 2259
leaf_count=46 47 47 52 51 56 1154 2259
internal_value=0 -0.000211664 -0.000265511 -0.000210922 -0.000274999 -0.000200229 -0.000270128
internal_weight=0 3665 3618 3566 3520 3464 3413
internal_count=3712 3665 3618 3566 3520 3464 3413
is_linear=0
shrinkage=0.0995203


Tree=1797
num_leaves=22
num_cat=0
split_feature=25 2 2 5 5 0 0 17 17 17 5 17 2 2 26 17 5 9 0 9 0
split_gain=0.116818 0.0761599 0.178257 0.139201 0.406489 0.222213 0.215146 0.200245 0.111713 0.181894 0.31611 0.288553 0.18136 0.189794 0.172321 0.374461 0.165996 0.127467 0.0968436 0.103859 0.0895649
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decision_type=2 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 7 18 -6 -3 10 20 -11 13 -12 16 -16 -13 -14 19 -1 -10
right_child=-2 8 -4 4 5 -7 -8 -9 9 11 12 14 17 -15 15 -17 -18 -19 -20 -21 -22
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leaf_weight=57 47 60 71 47 601 54 84 509 52 58 57 907 61 63 47 345 252 197 46 47 50
leaf_count=57 47 60 71 47 601 54 84 509 52 58 57 907 61 63 47 345 252 197 46 47 50
internal_value=0 -0.000190555 -0.000730807 -0.000490975 -0.000920789 -0.00055366 0.00172991 -0.000249606 0.000190182 6.81787e-05 -0.00163161 0.000575772 -0.000302665 -0.00350075 0.000317497 -0.00148544 0.000927997 0.00118164 -0.0005233 0.00115225 -0.0065485
internal_weight=0 3665 1516 1445 1211 1164 234 1110 2149 2089 480 1609 378 120 1551 392 1159 258 150 104 102
internal_count=3712 3665 1516 1445 1211 1164 234 1110 2149 2089 480 1609 378 120 1551 392 1159 258 150 104 102
is_linear=0
shrinkage=0.0995203


Tree=1798
num_leaves=12
num_cat=0
split_feature=25 30 2 2 2 21 6 17 21 29 19
split_gain=0.0947177 0.131265 0.0939232 0.0759812 0.339837 0.219769 0.369553 0.245087 0.091552 0.138458 0.166873
threshold=0.10729000000000002 0.12076500000000003 0.41639000000000009 -0.085944999999999994 -0.086304999999999993 -0.0086749999999999987 -0.010459999999999999 -0.087329999999999991 -0.088829999999999992 0.097705000000000028 -0.050215000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 -5 10 -10
right_child=-2 -3 -4 8 -6 7 -8 -9 9 -11 -12
leaf_value=0.0081803074696557652 -0.0046687264206145135 0.0048412927673037766 -0.0038531000099457889 0.0038827572970998869 -0.0090986273147324812 0.00045719574826998962 -0.0017672074808527051 -0.0031852020441124804 -0.0051129358893588633 0.004951323674578431 3.5063538338708273e-05
leaf_weight=71 47 51 70 62 48 401 77 336 64 55 2430
leaf_count=71 47 51 70 62 48 401 77 336 64 55 2430
internal_value=0 -0.000171635 -0.000242603 -0.000171059 -0.000942015 -0.000498697 0.00299938 -0.00120227 0.000104117 1.18867e-05 -9.67142e-05
internal_weight=0 3665 3614 3544 933 885 148 737 2611 2549 2494
internal_count=3712 3665 3614 3544 933 885 148 737 2611 2549 2494
is_linear=0
shrinkage=0.0995203


Tree=1799
num_leaves=22
num_cat=0
split_feature=1 1 9 1 26 26 17 26 2 6 1 2 1 17 3 9 17 7 21 20 3
split_gain=0.0790934 0.256023 0.212219 0.176756 0.159553 0.265353 0.205225 0.808719 0.655818 0.214963 0.465838 0.239704 0.153791 0.387199 0.235834 0.123052 0.113069 0.0625711 0.0655774 0.110652 0.103278
threshold=-0.078729999999999994 -0.079844999999999985 -0.25326499999999996 0.62198500000000012 0.10144500000000002 0.093835000000000016 -0.011809999999999999 0.089275000000000021 -0.085599999999999996 0.090460000000000026 -0.087944999999999995 -0.084154999999999994 -0.073844999999999994 -0.0044799999999999987 0.091140000000000013 0.088770000000000029 -0.036600000000000001 -0.068034999999999998 -0.079684999999999992 -0.0096699999999999998 0.088745000000000032
decision_type=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 12 5 6 9 8 -8 10 -1 -11 13 -4 -15 -6 -17 -14 19 -19 -20
right_child=2 -3 3 -5 15 -7 7 -9 -10 11 -12 -13 17 14 -16 16 -18 18 20 -21 -22
leaf_value=0.00038329136654067689 -0.0061010661742704067 -0.0073603038952980305 0.010377546109221709 0.0060046896890774849 0.006493181246924766 -0.0069909729584263364 -0.011576375477104316 0.0083370430835356668 -0.00142564156397562 0.00080317196486358994 0.0098214472224157599 -0.0069325515353494509 -0.0032045250579917904 -0.0048383276572040029 0.004047714440417096 -0.0025888758201106457 0.0038217088617103754 -0.0027477423265584787 0.0015656136266921704 0.0016992190753045964 -0.00019759995048836493
leaf_weight=426 53 57 50 52 50 68 92 57 201 88 59 72 62 55 64 56 53 190 430 78 1399
leaf_count=426 53 57 50 52 50 68 92 57 201 88 59 72 62 55 64 56 53 190 430 78 1399
internal_value=0 -0.000839686 0.000126778 0.000265809 -0.000534863 -0.000975215 -0.000563265 -0.00250391 -0.0046157 0.00048853 0.00153313 -0.00267279 0.00013727 0.00302854 -5.24009e-05 0.00240398 0.000520687 -8.86712e-05 3.06198e-06 -0.00145042 0.000216486
internal_weight=0 1279 2433 2380 1222 1063 995 350 293 645 485 160 2328 169 119 159 109 2159 2097 268 1829
internal_count=3712 1279 2433 2380 1222 1063 995 350 293 645 485 160 2328 169 119 159 109 2159 2097 268 1829
is_linear=0
shrinkage=0.0995203


Tree=1800
num_leaves=16
num_cat=0
split_feature=8 20 8 8 4 4 8 0 8 0 8 8 4 21 27
split_gain=0.099843 0.0944061 0.0705012 0.19838 0.166814 0.150628 0.131596 0.126865 0.411964 0.247742 0.222724 0.166074 0.164203 0.100349 0.0948592
threshold=0.16258000000000003 -0.030064999999999998 -0.086914999999999992 -0.087444999999999995 0.13424500000000003 0.12719000000000005 -0.086154999999999995 -0.080614999999999992 -0.093795000000000003 -0.083694999999999992 -0.088144999999999987 -0.089044999999999999 0.11785500000000003 0.14970000000000003 0.093000000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 6 -4 9 12 10 11 -1 -9 14 -8
right_child=1 -3 4 -5 -6 -7 13 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.00055550385952214513 -9.2561766596132314e-05 -0.0056089080832419083 -0.0039540696768078079 0.0061992885029381979 0.0043248571141367518 -0.0058794448125943808 0.00020596131987523061 -0.002120356695084224 -0.0091428301156700788 0.0068938845062140016 -0.0059097203344653185 0.0060831315398269864 0.0043014688506469679 -0.0045930404622036942 -0.0038032762019043391
leaf_weight=622 66 58 86 65 82 46 2246 83 54 67 49 59 75 46 60
leaf_count=622 66 58 86 65 82 46 2246 83 54 67 49 59 75 46 60
internal_value=0 -0.00267939 0.000192042 0.000869108 -9.1026e-05 -0.00023713 -0.000130335 0.000524926 -0.00163723 0.00110108 0.00056829 0.00103561 0.000922797 9.13055e-06 0.00010129
internal_weight=0 124 3640 1074 2566 2484 2438 1009 212 797 730 681 158 2352 2306
internal_count=3764 124 3640 1074 2566 2484 2438 1009 212 797 730 681 158 2352 2306
is_linear=0
shrinkage=0.0995203


Tree=1801
num_leaves=12
num_cat=0
split_feature=8 6 20 20 30 0 6 12 5 8 30
split_gain=0.0810003 0.15513 0.0666505 0.0822999 0.0886732 0.218634 0.128078 0.326491 0.277104 0.146242 0.141435
threshold=0.16258000000000003 -0.034094999999999993 0.27003000000000005 0.13407000000000005 0.096655000000000033 -0.080074999999999993 -0.25061999999999995 -0.0088449999999999987 -0.42170999999999997 -0.094139999999999988 0.080210000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 8 -8 9 -1 -9
right_child=1 -3 -4 -5 5 -7 7 10 -10 -11 -12
leaf_value=-0.0042786292484204283 0.0010392644114688462 -0.0059926737714049846 -0.0032329812759806695 0.0037921832044820994 -0.001872008779086384 0.0070628150428037346 0.0081191699570439518 0.00021108976273319331 -0.0083945108954615148 0.0025932219961166177 -0.0036291825440609104
leaf_weight=49 63 61 56 63 50 59 51 3077 55 82 98
leaf_count=49 63 61 56 63 50 59 51 3077 55 82 98
internal_value=0 -0.00241339 0.000172907 0.000226353 0.000162318 0.00295676 7.28064e-05 0.000219449 -0.00246617 1.65852e-05 9.22975e-05
internal_weight=0 124 3640 3584 3521 109 3412 3226 186 131 3175
internal_count=3764 124 3640 3584 3521 109 3412 3226 186 131 3175
is_linear=0
shrinkage=0.0995203


Tree=1802
num_leaves=27
num_cat=0
split_feature=8 8 8 9 17 17 17 9 9 19 1 17 3 6 1 1 17 8 3 6 25 3 6 6 26 6
split_gain=0.081113 0.151788 0.209493 0.158757 0.134734 0.646085 0.310759 0.24926 0.217856 0.379382 0.173722 0.177703 0.165233 0.197687 0.147271 0.57474 0.179728 0.158815 0.137628 0.137492 0.113958 0.112667 0.176365 0.164628 0.232061 0.1846
threshold=-0.086489999999999997 -0.085764999999999994 -0.085289999999999991 0.085075000000000026 -0.0050499999999999998 -0.0087149999999999988 -0.00067499999999999993 0.084835000000000022 0.08401500000000002 0.061250000000000013 -0.031409999999999993 -0.093784999999999993 0.084955000000000017 -0.091244999999999993 -0.0012649999999999998 -0.078509999999999983 0.23832000000000006 -0.09602999999999999 0.089165000000000022 -0.089745000000000005 0.096120000000000025 0.14940500000000004 -0.026384999999999999 -0.088734999999999994 -0.09071499999999999 -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=4 3 -3 -2 5 7 -6 8 9 19 11 -9 13 -8 15 18 17 -16 -14 -1 21 23 -23 24 -4 -25
right_child=1 2 20 -5 6 -7 12 10 -10 -11 -12 -13 14 -15 16 -17 -18 -19 -20 -21 -22 22 -24 25 -26 -27
leaf_value=0.0023210689780899427 1.1204678278058551e-05 0.0059430164016686339 0.0025428163742757933 -0.0081527724435355633 -0.0064199736018293579 0.012953646010116235 -0.00021944388392312379 -0.0022486531085991264 -0.0071616616917737803 0.0083865397980565203 0.0090148945496935553 0.0049610286460062382 0.0055598502002993586 0.0088441570496794724 0.0012826456752630068 -0.010522794631902864 0.0053829252726707195 -0.0051786011292009448 -0.0019384849628821589 -0.003322631413902967 0.0045895179647662083 0.0074807492368535421 -0.0010872449926254337 0.0020983729283661056 -0.0031016786030755557 -0.00048043281504132955
leaf_weight=61 46 56 88 48 71 48 47 58 47 46 46 81 51 48 144 58 73 51 46 142 48 46 49 335 397 1533
leaf_count=61 46 56 88 48 71 48 47 58 47 46 46 81 51 48 144 58 73 51 46 142 48 46 49 335 397 1533
internal_value=0 -0.000221301 -7.63108e-05 -0.00414893 0.000789651 0.00194264 -0.000244494 0.000842123 -0.000946713 0.000223103 0.00370869 0.00194678 0.000600373 0.00435144 -0.000240132 -0.00268349 0.00116995 -0.000403022 0.0019955 -0.00162271 -0.000211688 -0.000306164 0.00305285 -0.000442129 -0.00207583 -1.75213e-05
internal_weight=0 2646 2552 94 1118 529 589 481 296 249 185 139 518 95 423 155 268 195 97 203 2496 2448 95 2353 485 1868
internal_count=3764 2646 2552 94 1118 529 589 481 296 249 185 139 518 95 423 155 268 195 97 203 2496 2448 95 2353 485 1868
is_linear=0
shrinkage=0.0995203


Tree=1803
num_leaves=16
num_cat=0
split_feature=26 24 20 17 6 6 21 21 18 20 1 20 20 20 21
split_gain=0.0665327 0.0606386 0.0465318 0.217764 0.268993 0.461738 0.209815 0.264361 0.144833 0.137313 0.878514 0.165761 0.206681 0.134912 0.118967
threshold=-0.24193000000000001 -0.069349999999999995 -0.081189999999999998 -0.53166999999999998 -0.091244999999999993 -0.096934999999999993 0.085815000000000016 0.08846500000000003 -0.086064999999999989 -0.078835000000000002 -0.0068249999999999995 -0.077394999999999992 -0.076005000000000003 -0.072005 0.091230000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 8 -8 -6 10 -4 -11 -13 -14 -12
right_child=1 2 9 4 6 -7 7 -9 -10 11 14 12 13 -15 -16
leaf_value=-0.0027323194862702766 0.0029736342903519957 0.0064881366054450546 -0.014098015261843892 -0.0013981711932869675 -0.002523360883239653 0.010241576603670205 -0.008689247230397287 -0.00095464802442923131 0.0024475821920751793 0.0048393986015871204 0.0058825391881635498 -0.0061609225611844879 0.0045015502629509032 -5.4963092874767652e-05 -0.0010769696858281552
leaf_weight=82 73 61 48 70 82 65 61 156 198 70 48 54 66 2581 49
leaf_count=82 73 61 48 70 82 65 61 156 198 70 48 54 66 2581 49
internal_value=0 0.000133617 7.59445e-05 0.0008091 0.000259669 0.00420009 -0.000809019 -0.00313266 0.000988882 -9.80123e-05 -0.00308355 5.79185e-05 -6.56969e-05 5.83393e-05 0.00235847
internal_weight=0 3682 3609 693 632 135 497 217 280 2916 145 2771 2701 2647 97
internal_count=3764 3682 3609 693 632 135 497 217 280 2916 145 2771 2701 2647 97
is_linear=0
shrinkage=0.0995203


Tree=1804
num_leaves=26
num_cat=0
split_feature=7 0 6 18 18 18 18 17 26 3 26 17 17 21 18 3 20 0 9 8 21 26 20 21 2
split_gain=0.164457 0.153574 0.198902 0.113026 0.286577 0.226935 0.137171 0.517045 0.13951 0.0982165 0.312998 0.344674 0.757409 0.274987 0.262602 0.235469 0.323958 0.897855 0.288766 0.159565 0.12824 0.11563 0.179285 0.167376 0.0441651
threshold=0.093110000000000012 -0.229625 -0.104035 1.0000000180025095e-35 0.0089800000000000036 0.082540000000000016 0.089365000000000014 -0.012754999999999999 0.082250000000000031 0.089535000000000017 0.088325000000000028 -0.059294999999999994 -0.0092949999999999994 -0.032929999999999994 -0.095799999999999982 0.092115000000000016 -0.014534999999999999 -0.082224999999999993 0.088610000000000008 -0.081174999999999983 -0.085574999999999998 -0.054024999999999997 -0.084474999999999995 -0.085135000000000002 0.10274500000000002
decision_type=2 2 2 2 2 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 -6 7 -7 -8 10 13 19 -13 20 -15 16 18 -18 -11 -12 -3 22 -17 -23 -4
right_child=-2 3 24 4 5 6 8 -9 -10 15 11 12 -14 14 -16 21 17 -19 -20 -21 -22 23 -24 -25 -26
leaf_value=0.0012454360502250125 0.0044603608601184791 -0.0019433974938238218 -0.0084635842226941614 0.0080755338890714339 -0.0048353881337513177 0.010950738491559954 0.0022098163194097398 -0.0013826880850253379 -0.00064434781032229286 0.0038340006679050643 0.0042174554143254916 -0.018136072291364894 -0.0022358817445619901 -0.0036029698759579578 0.0013459947047928216 -0.00305464648766116 0.017443887869208162 -0.00044361250195994168 -0.0060328585327685371 -0.003828946695709155 -0.0088169736452355461 0.0045858927948884349 0.0026969281468870428 -0.0013859128820338364 -0.0040517509640274766
leaf_weight=56 74 62 46 50 77 57 250 82 527 63 46 46 84 131 560 72 46 70 55 52 48 49 210 887 46
leaf_count=56 74 62 46 50 77 57 250 82 527 63 46 46 84 131 560 72 46 70 55 52 48 49 210 887 46
internal_value=0 -0.000277853 -0.00341866 -0.000145714 0.000723229 0.000352198 0.000789166 0.00366902 0.000272927 -0.000511344 -0.00125517 -0.00450875 -0.0078684 -0.000328036 0.000406584 1.52255e-05 0.00290719 0.00664265 -0.000758022 -4.37105e-05 -0.00495022 -0.000539702 0.00122554 -0.00107241 -0.00626657
internal_weight=0 3672 148 3524 1043 993 916 139 777 2481 1029 228 130 801 691 1452 234 116 118 98 110 1218 282 936 92
internal_count=3746 3672 148 3524 1043 993 916 139 777 2481 1029 228 130 801 691 1452 234 116 118 98 110 1218 282 936 92
is_linear=0
shrinkage=0.0995203


Tree=1805
num_leaves=18
num_cat=0
split_feature=7 0 3 3 18 18 18 3 3 9 27 18 17 17 18 0 17
split_gain=0.133361 0.124518 0.138321 0.374796 0.0916543 0.232375 0.184012 0.127532 0.339235 0.225578 0.097919 0.0827911 0.519613 0.22788 0.172583 0.0987848 0.0538387
threshold=0.093110000000000012 -0.229625 0.090595000000000023 0.10749000000000002 1.0000000180025095e-35 0.0089800000000000036 0.082540000000000016 0.084895000000000012 0.086130000000000026 0.084835000000000022 -0.0027049999999999995 -0.025079999999999998 -0.27561999999999998 0.4039100000000001 -0.031494999999999995 -0.087184999999999999 -0.07496499999999999
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 10 -6 -7 9 -9 -8 16 14 -13 -14 15 -12 -3
right_child=-2 4 3 -5 5 6 7 8 -10 -11 11 12 13 -15 -16 -17 -18
leaf_value=0.00080848486711557167 0.0040164646326098438 0.00031853506202280546 -0.011806592521739103 0.00088224291934092878 0.0072718552763409699 -0.0043541692766113568 0.00040802983768567177 -0.0078626500535007859 0.00076894746738989065 0.0092069404699560171 -0.0021686984365534099 -0.010931378420997123 -0.00041213633562534529 -0.0074346203731161416 0.0058105813681399556 0.00014264777585922233 0.005127660371404062
leaf_weight=56 74 47 46 46 50 77 78 48 744 46 223 52 995 48 48 1022 46
leaf_count=56 74 47 46 46 50 77 78 48 744 46 223 52 995 48 48 1022 46
internal_value=0 -0.00025029 -0.00307843 -0.00545328 -0.000131282 0.000651175 0.000316983 0.000710539 0.000244786 0.00367875 -0.000460553 -0.000584219 -0.00122101 -0.000736104 -4.43066e-05 -0.000270695 0.00270605
internal_weight=0 3672 148 92 3524 1043 993 916 792 124 2481 2388 1095 1043 1293 1245 93
internal_count=3746 3672 148 92 3524 1043 993 916 792 124 2481 2388 1095 1043 1293 1245 93
is_linear=0
shrinkage=0.0995203


Tree=1806
num_leaves=25
num_cat=0
split_feature=0 20 3 3 8 8 3 26 3 8 18 20 1 4 0 9 9 3 35 18 21 19 3 21
split_gain=0.0696748 0.177343 0.0796968 0.203712 0.383502 0.408694 0.186675 0.183628 0.244921 0.357095 0.433589 0.421905 0.162932 0.352931 0.259703 0.272436 0.223592 0.188314 0.139593 0.127603 0.366012 0.122059 0.24429 0.19725
threshold=-0.23032 -0.0058900000000000003 0.089985000000000023 0.091225000000000014 -0.050299999999999997 -0.085605000000000001 0.091865000000000016 0.11127500000000003 0.088385000000000033 -0.087544999999999998 -0.010029999999999999 -0.079809999999999992 -0.0040349999999999995 0.087270000000000028 -0.089965000000000003 0.088405000000000025 0.085355000000000028 0.085355000000000028 -0.075079999999999994 0.15614500000000003 0.089755000000000015 0.12273500000000002 0.11125500000000002 -0.0050399999999999993
decision_type=2 2 2 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 5 -4 -5 8 12 -10 11 -11 14 16 17 -16 -14 -2 -15 21 -21 23 -23 -8
right_child=2 -3 3 6 -6 -7 19 -9 9 10 -12 -13 13 18 15 -17 -18 -19 -20 20 -22 22 -24 -25
leaf_value=-0.0056640915151687501 0.00044456498680659655 0.0014821413000819725 -0.00084312521289440091 -0.0045875818359225893 -0.0032246488321493526 0.010807525558202052 0.0035623289491291872 0.0053200234173151782 0.0042577923996144516 0.0051477231235389879 -0.013878556608348977 -0.0060428826712028523 -0.0028679999049281155 -0.0026907240115664438 0 -0.0073286914633857404 -0.011738096304577882 0.0063577777887931673 0.004379807273195967 0.0099079266961822239 -0.001765225649744503 -0.0084982000047911718 0.0010524975732694277 -0.00012150553044087045
leaf_weight=74 107 64 47 83 58 81 160 50 47 46 46 121 71 48 723 54 47 107 65 49 58 48 59 1433
leaf_count=74 107 64 47 83 58 81 160 50 47 46 46 121 71 48 723 54 47 107 65 49 58 48 59 1433
internal_value=0 -0.00234397 -6.50028e-05 0.000336547 0.00347912 0.00652316 2.68454e-05 -0.000609674 -0.000810284 -0.00358413 -0.00531835 -0.00295554 -0.000219435 -0.00260002 0.000334648 -0.000509928 -0.00640795 0.003405 0.00136915 0.000239251 0.00357277 2.8953e-05 -0.00322428 0.000247983
internal_weight=0 138 3608 2076 186 128 1890 1532 1482 260 213 167 1222 231 991 777 118 214 113 1807 107 1700 107 1593
internal_count=3746 138 3608 2076 186 128 1890 1532 1482 260 213 167 1222 231 991 777 118 214 113 1807 107 1700 107 1593
is_linear=0
shrinkage=0.0995203


Tree=1807
num_leaves=30
num_cat=0
split_feature=1 1 0 0 8 6 1 0 8 9 0 30 27 3 3 3 3 21 9 3 3 1 3 1 1 1 9 6 9
split_gain=0.067958 0.154914 0.141531 0.152786 0.194883 0.235465 0.296051 0.171146 0.156677 0.468057 0.258793 0.0824078 0.124273 0.107888 0.0693359 0.194885 0.307118 0.269921 0.272775 0.60105 0.179792 0.127787 0.453 0.408265 0.123565 0.408074 0.262791 0.215731 0.105707
threshold=-0.041095 -0.049499999999999995 0.15238000000000004 -0.098749999999999991 -0.092844999999999997 0.089430000000000023 -0.090939999999999993 -0.14824999999999997 -0.088734999999999994 0.085765000000000022 -0.086474999999999996 0.086750000000000022 0.10402500000000002 0.11926500000000002 0.089895000000000017 0.09587500000000003 0.097880000000000023 -0.020715000000000001 0.087055000000000021 0.091545000000000029 0.089095000000000021 -0.0012649999999999998 0.10244500000000002 -0.0086750000000000004 0.0015850000000000003 0.039665000000000013 0.087825000000000028 -0.0093650000000000001 0.089025000000000021
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 -1 9 -6 -10 14 13 -13 20 17 -17 -16 -19 -20 24 23 -23 -18 26 -26 27 -2 -27
right_child=11 -3 -4 4 8 -7 -8 -9 10 -11 -12 12 -14 -15 15 16 21 18 19 -21 -22 22 -24 -25 25 28 -28 -29 -30
leaf_value=0.00025583821762634006 0.00022087604167691095 0.0045103878605692749 0.0044873560801205557 -0.0014408517412380264 -0.0026470353198759723 0.0018093317018894894 -0.011117176510011095 0.0078507316107216396 -0.0073156411567843914 0.0088168998981964838 1.5396805309719476e-06 0.00045993155692343864 -0.002467943086582157 0.0064506564912159541 -0.0039782271963068232 -0.0083261680153624007 -0.00015272953546934505 0.0083780877078512752 -0.0064245898737810706 0.005623966733125832 -0.0070297960182714187 0.0082548889127108654 -0.00076611130465113254 -0.010775650900759593 -0.010161247334713349 0.0029251264988228022 0.0059309463554517855 -0.0059077696949575032 -0.003067872624065895
leaf_weight=74 245 83 70 70 69 59 57 49 50 72 1120 63 53 57 63 54 142 74 65 111 55 61 573 48 57 62 61 74 55
leaf_count=74 245 83 70 70 69 59 57 49 50 72 1120 63 53 57 63 54 142 74 65 111 55 61 573 48 57 62 61 74 55
internal_value=0 0.000312498 0.000105844 -8.2975e-05 -0.000360504 -0.00337521 -0.00579022 0.0032881 6.65866e-05 0.00320108 -0.000310461 -0.000536344 0.00153678 0.00331235 -0.000736049 -0.000293527 -0.00105422 0.00183768 0.00330656 0.00116956 -0.00160013 -0.000576664 0.000100549 -0.00284073 -0.0010596 -0.00325613 -5.16719e-05 -0.00119825 0.000100908
internal_weight=0 1773 1690 1620 1497 186 127 123 1311 141 1170 1973 173 120 1800 1191 878 313 250 176 609 824 634 190 554 174 380 319 117
internal_count=3746 1773 1690 1620 1497 186 127 123 1311 141 1170 1973 173 120 1800 1191 878 313 250 176 609 824 634 190 554 174 380 319 117
is_linear=0
shrinkage=0.0995203


Tree=1808
num_leaves=15
num_cat=0
split_feature=3 2 18 4 1 1 3 3 29 27 1 7 7 29
split_gain=0.115934 0.258686 0.822429 0.257901 0.178327 0.22583 0.153665 0.135005 0.0900766 0.0818727 0.0845092 0.133148 0.109533 0.0781132
threshold=0.083955000000000016 -0.08569499999999998 -0.010395 0.079355000000000023 -0.064534999999999995 0.26846000000000009 0.079570000000000016 0.084235000000000018 -0.109725 -0.090764999999999998 0.50644500000000015 -0.073114999999999999 1.0000000180025095e-35 0.0035350000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 -4 -2 -9 -10 11 -11 -12 -13
right_child=7 3 6 4 5 -7 -8 8 9 10 12 13 -14 -15
leaf_value=0.012746290397525849 -0.0050568503603565075 -0.0064714086666526208 0.0028044514708314848 -0.0038277189289498263 0.008444150879245339 1.0089956270950641e-07 -0.0050356706206452469 0.0043792990125688059 0.0036821699923123893 0.0047368708139865316 -0.0059652816049154209 -3.4925104815798851e-05 0.00045654247495832944 -0.0032064939092619135
leaf_weight=72 53 54 48 48 51 82 51 46 57 57 55 2939 50 79
leaf_count=72 53 54 48 48 51 82 51 46 57 57 55 2939 50 79
internal_value=0 0.0017069 0.00465221 -0.0004328 0.00136425 0.0032442 -0.00122613 -7.40655e-05 6.12611e-06 -5.57669e-05 -0.000123025 -2.79532e-05 -0.00289947 -0.000118216
internal_weight=0 406 171 235 181 133 99 3336 3283 3237 3180 3075 105 3018
internal_count=3742 406 171 235 181 133 99 3336 3283 3237 3180 3075 105 3018
is_linear=0
shrinkage=0.0995203


Tree=1809
num_leaves=16
num_cat=0
split_feature=3 3 26 3 8 21 3 0 29 2 0 29 29 9 7
split_gain=0.0940053 0.261899 0.192764 0.109472 0.0958461 0.196512 0.146434 0.0890348 0.0800378 0.0868501 0.116647 0.0834066 0.0775219 0.143534 0.097143
threshold=0.083955000000000016 0.083055000000000018 0.08896500000000003 0.084235000000000018 -0.011315 0.083050000000000027 0.014805000000000004 -0.021574999999999997 -0.078484999999999985 -0.016354999999999998 -0.10148 -0.050234999999999995 -0.0086300000000000005 -0.25326499999999996 -0.073114999999999999
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 -1 -6 9 -5 -11 -10 -13 -14 -15
right_child=3 -3 -4 8 7 -7 -8 -9 11 10 -12 12 13 14 -16
leaf_value=0.00035639793017981793 -0.0045535914888462769 0.0064493916473745026 -0.0057260765413167892 0.0055158537669636274 0.0069120062861241669 0.0051763155569543957 -0.0066501169132767955 0.00093343517899375605 -0.0041383385736859148 0.0033237795251144162 -0.0032437041065579357 0.0037691990721413879 -0.0051436908646250272 0.0045250333966213325 -8.4214178209247181e-05
leaf_weight=79 53 85 46 52 46 49 47 54 50 64 46 52 55 46 2918
leaf_count=79 53 85 46 52 46 49 47 54 50 64 46 52 55 46 2918
internal_value=0 0.00153703 0.000233696 -6.66701e-05 0.00123358 -0.000166419 -0.00225065 0.00369177 5.51644e-06 0.00216257 0.000569935 -0.000106186 -4.02707e-05 -0.000106157 -1.24044e-05
internal_weight=0 406 321 3336 275 175 126 100 3283 162 110 3121 3071 3019 2964
internal_count=3742 406 321 3336 275 175 126 100 3283 162 110 3121 3071 3019 2964
is_linear=0
shrinkage=0.0995203


Tree=1810
num_leaves=11
num_cat=0
split_feature=29 17 29 12 9 4 6 20 8 4
split_gain=0.057879 0.143508 0.0814959 0.0519982 0.0905844 0.0833419 0.205351 0.162288 0.117361 0.099809
threshold=-0.08570499999999999 -1.0000000180025095e-35 -0.083709999999999993 -0.035284999999999997 -0.26414499999999996 0.11509500000000002 -0.072834999999999997 0.16248000000000004 -0.071594999999999992 0.10495500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 7 8 9 -7 -6
right_child=2 -3 3 4 5 6 -8 -9 -10 -11
leaf_value=0.0066042847366844853 -0.0041356736466974971 -0.00054195335147927913 -0.0030134962607299919 0.0040976019232095689 -2.7597228349221791e-05 -0.0019850570489413706 -0.0055310807186593107 0.0054211652961869495 0.0030931457133438413 0.0024245927034208131
leaf_weight=46 46 70 53 56 2968 100 89 58 82 174
leaf_count=46 46 70 53 56 2968 100 89 58 82 174
internal_value=0 0.00228484 2.62373e-05 7.99431e-05 0.00012666 6.23583e-05 -0.00161304 0.0002045 0.000298427 0.000107941
internal_weight=0 116 3626 3580 3527 3471 271 3200 182 3142
internal_count=3742 116 3626 3580 3527 3471 271 3200 182 3142
is_linear=0
shrinkage=0.0995203


Tree=1811
num_leaves=28
num_cat=0
split_feature=26 6 8 8 26 18 6 2 8 1 1 20 20 18 0 2 1 8 26 26 6 36 30 30 11 8 1
split_gain=0.0588969 0.283446 0.398464 0.548213 0.28328 0.507515 0.226451 0.345153 0.22773 0.210152 0.241208 0.248481 0.277091 0.223159 0.244 0.203991 0.190923 0.176455 0.167406 0.161061 0.154707 0.120492 0.151993 0.145085 0.113372 0.0971437 0.0823325
threshold=0.088325000000000028 0.086875000000000022 -0.083390000000000006 -0.087245000000000003 0.089150000000000021 -0.019539999999999998 0.049085000000000011 -0.087075 -0.090969999999999995 -0.08616 -0.081224999999999992 -0.081324999999999995 -0.078444999999999987 -0.014319999999999999 -0.078664999999999999 -0.087359999999999993 -0.079629999999999992 -0.079704999999999998 0.10144500000000002 0.095150000000000026 0.016740000000000005 0.084475000000000022 0.098380000000000009 0.086615000000000011 -1.0000000180025095e-35 -0.092844999999999997 -0.063809999999999992
decision_type=2 2 2 2 2 2 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 25 5 -2 20 -8 -9 13 19 -12 -13 14 -6 -4 -14 -17 -15 -11 21 22 24 -23 -1 -3 -19
right_child=4 2 15 -5 9 -7 7 8 -10 10 11 12 16 18 -16 17 -18 26 -20 -21 -22 23 -24 -25 -26 -27 -28
leaf_value=-0.0042058016848125455 -0.012576683315448872 0.00039708240467335753 -0.0045120555894173579 0.015331824906837672 -0.0040576499463520462 0.00042642400872357461 0.0021262468855416912 -0.00079082685969368712 -0.0094804804493949218 0.0086694727805837479 0.0052176729191727332 -0.0076428548121043405 -0.0055164002557278246 -0.0094426463901310029 0.0053294499857428042 0.0060813975582217879 0.00040648878660231805 -0.0035255843310556556 -0.0016082711358276539 0.0014448306267386532 0.0057704739559668395 0.0072371400784524819 -0.0043749691828748423 -0.00025645393154919604 0.00028322058259698074 0.0056735272307144513 0.0023041808407719996
leaf_weight=58 51 71 70 48 58 71 75 47 83 56 84 50 58 61 52 62 763 50 49 68 49 50 79 52 1413 68 46
leaf_count=58 51 71 70 48 58 71 75 47 83 56 84 50 58 61 52 62 763 50 49 68 49 50 79 52 1413 68 46
internal_value=0 0.000395942 0.00275295 0.00615807 -0.000417492 -0.00500259 -0.000116828 -0.00324186 -0.00634514 1.25038e-05 0.000584707 4.76676e-05 -0.000449993 -0.00279017 0.000372447 -3.62522e-05 -1.09402e-05 0.00194152 -0.00596023 0.00471418 0.000259311 9.53485e-05 -0.000122173 0.00340885 0.000105666 0.00298426 -0.000723628
internal_weight=0 2321 415 187 1421 122 1906 205 130 1299 1079 955 871 220 110 228 821 158 110 124 1701 1652 1550 102 1471 139 96
internal_count=3742 2321 415 187 1421 122 1906 205 130 1299 1079 955 871 220 110 228 821 158 110 124 1701 1652 1550 102 1471 139 96
is_linear=0
shrinkage=0.0995203


Tree=1812
num_leaves=23
num_cat=0
split_feature=6 6 18 6 8 8 0 2 0 6 6 0 0 0 0 0 3 26 2 18 0 21
split_gain=0.0879073 0.233853 0.167952 0.222367 0.136668 0.223742 0.150658 0.536727 0.407971 0.132132 0.128969 0.101394 0.477334 0.158079 0.171958 0.336405 0.114696 0.133626 0.214599 0.290211 0.163924 0.152415
threshold=0.049085000000000011 0.082725000000000021 -0.094939999999999997 0.097040000000000029 -0.097249999999999989 -0.092844999999999997 -0.085605000000000001 -0.087444999999999995 -0.082224999999999993 0.09278500000000002 0.024640000000000006 -0.086944999999999995 -0.085349999999999995 -0.084534999999999985 -0.083694999999999992 -0.081674999999999984 0.0040650000000000009 -0.09071499999999999 -0.086050000000000001 -0.0010249999999999999 -0.088329999999999992 0.094380000000000019
decision_type=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 9 -6 7 -7 -8 -4 11 16 -13 -14 -15 -16 -1 21 19 -19 -20 -18
right_child=1 2 4 -5 5 6 8 -9 -10 -11 -12 12 13 14 15 -17 17 18 20 -21 -22 -23
leaf_value=-0.0048760317244218509 -0.0073383637255530088 0.0081026858133625059 0.0060237258302152227 -0.00076760619738744157 -0.0068786685982234084 0.0061213186194487733 0.0036730523087249935 -0.0056110509894344634 -0.0012366856981806055 -0.0010226295424065688 0.0056446907411266574 0.0091775853049777412 -0.0051855703313650183 0.0065934798245285212 -0.0061074595722354101 0.00099981582886797061 0.0066336097146693458 3.8902959889151577e-05 0.00045896890228923679 -0.010408443524657944 -0.0050735583696371357 -0.00090523042432141528
leaf_weight=52 48 53 58 59 59 50 223 169 675 48 47 67 46 48 71 926 59 58 763 48 57 48
leaf_count=52 48 53 58 59 59 50 223 169 675 48 47 67 46 48 71 926 59 58 763 48 57 48
internal_value=0 -0.000507858 -0.000272074 0.00342264 -0.000595496 -0.00090452 -0.000588232 -0.00292869 -1.65406e-05 0.0028252 0.000484008 0.000375506 0.00102336 0.000521844 0.000773863 0.00049286 -0.000315181 -8.48e-05 -0.000470335 -0.00468425 7.33922e-05 0.00324405
internal_weight=0 1442 1394 112 1282 1176 1117 219 898 106 2290 2243 1158 1091 1045 997 1085 1033 926 106 820 107
internal_count=3732 1442 1394 112 1282 1176 1117 219 898 106 2290 2243 1158 1091 1045 997 1085 1033 926 106 820 107
is_linear=0
shrinkage=0.0995203


Tree=1813
num_leaves=16
num_cat=0
split_feature=9 0 6 9 2 7 26 26 20 9 17 26 17 6 20
split_gain=0.0731422 0.210286 0.343768 0.206466 0.147119 0.0877138 0.101348 0.225171 0.19252 0.211634 0.640077 0.236882 0.113543 0.232878 0.182155
threshold=0.11296000000000002 -0.095339999999999994 -0.085885000000000003 0.10814500000000002 -0.055654999999999996 0.097640000000000018 0.084100000000000022 0.083705000000000016 0.059705000000000015 0.086375000000000021 0.12439000000000001 0.087435000000000027 0.016900000000000005 0.086655000000000024 -0.16295499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -4 6 7 12 9 10 -8 -11 14 -14 -1
right_child=1 2 4 -5 -6 -7 8 -9 -10 11 -12 -13 13 -15 -16
leaf_value=-0.0046156736401927944 0.0043413946036960048 -0.010194538750228183 -0.0033438954244289026 0.0056822553504933008 0.0027129193310463317 -0.0037333246774318477 -0.0023950303230470624 0.0066719627630105593 -0.0051450528192660168 0.0048621349973968749 0.0090978813684235004 0.00022747286107699507 -0.002417330900740435 0.0052222200477088296 0.0013130206279395008
leaf_weight=54 49 49 90 67 71 58 620 62 78 122 52 1048 247 47 1018
leaf_count=54 49 49 90 67 71 58 620 62 78 122 52 1048 247 47 1018
internal_value=0 -0.00152247 -0.0028946 0.000211017 -0.000667793 0.00010315 0.000169857 0.000804926 -0.000302049 -9.65258e-05 -0.00150448 0.000711445 0.000538033 -0.00119326 0.00101361
internal_weight=0 259 210 3473 161 3406 3348 1428 1920 1842 672 1170 1366 294 1072
internal_count=3732 259 210 3473 161 3406 3348 1428 1920 1842 672 1170 1366 294 1072
is_linear=0
shrinkage=0.0995203


Tree=1814
num_leaves=17
num_cat=0
split_feature=12 3 3 3 1 1 35 1 1 5 26 3 26 1 26 1
split_gain=0.0581783 0.0823359 0.309958 0.221341 0.192914 0.349051 0.214317 0.190855 0.341129 0.416053 0.367514 0.119879 0.223567 0.101477 0.22135 0.170931
threshold=0.097490000000000021 0.08622500000000001 0.086535000000000015 0.086850000000000024 0.039665000000000013 -0.0032650000000000001 -0.070059999999999997 -0.016029999999999999 -0.082635 -0.078739999999999991 0.088325000000000028 0.087445000000000023 0.086645000000000014 -0.093734999999999999 0.087625000000000022 -0.088174999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 -6 8 10 -10 -1 12 -5 14 -13 -15
right_child=-2 2 3 11 6 -7 -8 -9 9 -11 -12 13 -14 15 -16 -17
leaf_value=0.001510378702091798 0.0032944816986037739 0.0074806436991848224 -0.0061204411434060994 0.0076667569142713846 -0.0015306360961498621 -0.0095557690360347954 0.0078178321971640909 0.0034356022170549008 -0.00095793756056007293 -0.011574033213727214 -0.0059985380818698255 3.1461703561418525e-05 -0.0011839895819585906 -0.0052927834838780762 0.0050938579623673926 5.4291756848961718e-06
leaf_weight=318 55 58 55 59 47 49 50 89 84 65 81 282 54 62 123 2201
leaf_count=318 55 58 55 59 47 49 50 89 84 65 81 282 54 62 123 2201
internal_value=0 3.32278e-05 0.0002784 0.000130815 -0.000871893 -0.00146012 0.00327972 -0.000836094 -0.00153135 -0.00559462 -1.19367e-05 0.000254741 0.00342995 0.000119952 0.00157095 -0.000139366
internal_weight=0 3677 2894 2836 783 686 97 637 548 149 399 2781 113 2668 405 2263
internal_count=3732 3677 2894 2836 783 686 97 637 548 149 399 2781 113 2668 405 2263
is_linear=0
shrinkage=0.0995203


Tree=1815
num_leaves=24
num_cat=0
split_feature=6 6 18 6 18 18 17 17 17 9 9 9 2 20 20 20 9 19 5 27 3 3 3
split_gain=0.0630596 0.187479 0.13037 0.175567 0.130556 0.17204 0.122227 0.408726 0.283555 0.106685 0.34883 0.296033 0.234155 0.178581 0.18998 0.205859 0.242759 0.16882 0.183195 0.197123 0.246136 0.185752 0.163794
threshold=0.049085000000000011 0.082725000000000021 -0.094939999999999997 0.097040000000000029 -0.090254999999999988 -0.083039999999999989 0.11012500000000003 0.2590050000000001 0.0065250000000000013 0.084435000000000024 0.083875000000000019 0.085945000000000021 -0.085089999999999985 -0.097769999999999996 -0.086134999999999989 -0.079559999999999992 1.0000000180025095e-35 -0.050215000000000003 -0.46834999999999999 1.0000000180025095e-35 0.087445000000000023 0.10377500000000002 0.087570000000000023
decision_type=2 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 -3 -4 -6 8 -8 -7 10 13 12 -11 -1 -15 -16 -17 -13 21 20 -20 -19 -14
right_child=1 2 4 -5 5 6 7 -9 -10 11 -12 17 22 14 15 16 -18 18 19 -21 -22 -23 -24
leaf_value=0.0053125288947938869 -0.0065577551070944195 0.0071830854482778372 -0.0043835019317896365 -0.00069748668896842667 0.0041161825138574379 -0.00094511729065262858 -0.0099257211165491681 -0.00030628987698921953 0.0034798165225221884 -0.0094493494365596002 0.0083274463729787734 -0.0044629485347216528 -0.0049315487744955311 -0.0058712839534243765 0.0053668970512518862 0.00064857675603964072 -0.0058495863583048428 0.0010063569889335595 0.0075327182324718316 -0.0040595866887844882 0.0010676431031987014 -0.007394800061931355 0.0027893475231919361
leaf_weight=76 48 53 81 59 83 691 57 189 181 55 63 67 61 47 82 697 62 51 63 67 797 53 49
leaf_count=76 48 53 81 59 83 691 57 189 181 55 63 67 61 47 82 697 62 51 63 67 797 53 49
internal_value=0 -0.00044186 -0.000230683 0.0030244 -0.000515697 -0.000254156 -0.000579341 -0.00253851 -2.57001e-05 0.00039821 0.00115163 -0.000213776 -0.00414461 0.000681816 0.000284572 0.000629571 0.000116686 0.000376178 0.000691445 0.00113644 0.0015422 -0.00326713 -0.0014848
internal_weight=0 1442 1394 112 1282 1201 1118 246 872 2290 1027 1263 165 964 888 841 759 1098 1031 927 860 104 110
internal_count=3732 1442 1394 112 1282 1201 1118 246 872 2290 1027 1263 165 964 888 841 759 1098 1031 927 860 104 110
is_linear=0
shrinkage=0.0995203


Tree=1816
num_leaves=10
num_cat=0
split_feature=7 0 1 1 18 0 0 4 18
split_gain=0.0798216 0.0982593 0.089788 0.19073 0.176069 0.145517 0.138709 0.144214 0.118325
threshold=-0.10984999999999999 0.16362500000000005 -0.49837999999999999 -0.40145499999999995 0.038665000000000012 0.032270000000000014 -0.01213 0.13881500000000005 -0.10872
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 8 6 7 -5 -2
right_child=1 -3 3 5 -6 -7 -8 -9 -10
leaf_value=-0.0033592177341669246 -0.0028659072268717172 0.0043711697580666245 0.0053411824304112907 9.501152887359611e-05 -0.006953570582385331 -0.0045444523882468158 0.0043936084704615432 -0.0037627097558129486 0.0034604694720944038
leaf_weight=70 67 51 67 3141 54 69 72 99 52
leaf_count=70 67 51 67 3141 54 69 72 99 52
internal_value=0 3.32027e-05 -2.76694e-05 8.31076e-05 -0.00224026 -2.08477e-05 7.3147e-05 -2.26107e-05 -9.45606e-05
internal_weight=0 3672 3621 3448 173 3381 3312 3240 119
internal_count=3742 3672 3621 3448 173 3381 3312 3240 119
is_linear=0
shrinkage=0.0995203


Tree=1817
num_leaves=21
num_cat=0
split_feature=5 5 5 2 9 5 5 1 20 1 4 4 4 4 17 0 0 8 4 8
split_gain=0.0739651 0.0788283 0.208462 0.130536 0.21947 0.205883 0.351326 0.192395 0.182011 0.178164 0.116686 0.427862 0.335542 0.270003 0.195004 0.663795 0.169548 0.228098 0.194407 0.116319
threshold=-0.55105499999999996 -0.019465 -0.02504 -0.072419999999999998 0.082335000000000019 -0.040404999999999996 -0.052494999999999993 -0.085014999999999993 -0.072834999999999997 -0.082039999999999988 0.094025000000000011 0.10113500000000002 0.085230000000000014 0.08024000000000002 -0.0017249999999999998 -0.08317999999999999 0.12387500000000003 -0.091134999999999994 0.11378500000000003 -0.082184999999999994
decision_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 -2 6 8 -6 -5 -9 12 -12 13 14 19 -16 17 -13 -19 -3
right_child=1 10 -4 5 7 -7 -8 9 -10 -11 11 16 -14 -15 15 -17 -18 18 -20 -21
leaf_value=0.0036998538726177471 0.0066226807449458096 -0.0011181458667772913 -0.0054200503506769875 0.001966715118918781 -0.006178830551256358 0.0040759784186895198 -0.0095687665180804633 0.0059072922159197011 -0.0020297087928306114 5.2314204329406748e-05 -0.0093504854040047831 0.0040492944078732553 0.0071745307574935689 -0.0066496019614749298 0.010869391656304506 -0.00011401045297222267 0.0053357752686356182 -0.0061564545013199764 0.0013680743085795236 0.00090739058658316897
leaf_weight=52 54 467 83 145 46 65 53 55 507 808 55 62 76 52 77 186 53 86 56 704
leaf_count=52 54 467 83 145 46 65 53 55 507 808 55 62 76 52 77 186 53 86 56 704
internal_value=0 -7.97695e-05 -0.00054722 -0.000313369 0.000458347 -0.00127958 -0.00177452 9.12483e-05 -0.00113968 0.000426408 0.000372777 -0.00138343 0.000724093 0.00039364 0.000649615 0.00309855 0.000318398 -0.000981125 -0.00318327 9.88986e-05
internal_weight=0 3690 1816 1733 963 770 705 909 652 863 1874 312 1562 1486 1434 263 257 204 142 1171
internal_count=3742 3690 1816 1733 963 770 705 909 652 863 1874 312 1562 1486 1434 263 257 204 142 1171
is_linear=0
shrinkage=0.0995203


Tree=1818
num_leaves=8
num_cat=0
split_feature=7 5 35 35 9 2 6
split_gain=0.0605237 0.0879344 0.113654 0.0965022 0.0814006 0.106855 0.0871344
threshold=-0.10984999999999999 -0.55105499999999996 -0.083194999999999991 -0.011294999999999999 -0.26414499999999996 0.31852000000000008 -0.07664
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.0029232163937220859 0.0041759316000925129 0.0044629936094678175 -0.0043107094531007386 0.003731738469550344 -0.0007981348953533115 -0.0046604480003072848 0.00030192970671160649
leaf_weight=70 50 55 53 56 1016 50 2392
leaf_count=70 50 55 53 56 1016 50 2392
internal_value=0 3.07896e-05 -2.62061e-05 -9.56552e-05 -3.18485e-05 -9.30341e-05 -2.57836e-05
internal_weight=0 3672 3622 3567 3514 3458 3408
internal_count=3742 3672 3622 3567 3514 3458 3408
is_linear=0
shrinkage=0.0995203


Tree=1819
num_leaves=24
num_cat=0
split_feature=8 27 8 0 0 1 8 0 0 0 5 3 1 19 5 3 0 1 26 3 0 17 0
split_gain=0.0530402 0.171175 0.145929 0.167223 0.227373 0.179333 0.145363 0.22448 0.242278 0.195021 0.145114 0.132476 0.34908 0.309797 0.357296 0.160428 0.411971 0.546567 0.126866 0.248795 0.191903 0.0975085 0.0738096
threshold=-0.07106999999999998 0.085370000000000015 -0.073644999999999988 -0.068604999999999985 -0.03431 -0.0040349999999999995 -0.07594999999999999 -0.073464999999999989 -0.076439999999999994 -0.077945 -0.072535000000000002 0.087515000000000023 -0.50954999999999984 0.07882500000000002 -0.0042299999999999994 0.099145000000000025 -0.071799999999999989 -0.078509999999999983 0.11861500000000001 0.10377500000000002 -0.071029999999999996 -0.041415 -0.095114999999999991
decision_type=2 2 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 5 -5 7 8 9 -1 -6 13 -13 14 22 16 17 -14 19 -17 -20 -18 -2
right_child=1 -3 -4 4 10 -7 -8 -9 -10 -11 -12 12 15 -15 -16 18 21 -19 20 -21 -22 -23 -24
leaf_value=0.00011270176877137432 -0.0023787352609000814 -0.0056467039379053943 0.0047554374588529942 -0.0098508470646957204 -0.0038488891755570852 -0.0017531820752565899 0.0052685346076469658 0.0066767190141727223 -0.0062797175654678173 0.0057951847394116874 0.0029793075614006283 0.0076051451802065838 -0.013671671808575108 -0.0055532192490051488 0.0085638929848621901 0.0055799433804649317 0.00015955296561104187 -0.0024667839404951836 0.0019434541326748991 -0.00033112295119167002 -0.0062972763026674962 0.0065884851166941516 0.0025166395243801576
leaf_weight=1712 61 61 70 53 49 56 60 53 57 62 83 48 50 46 82 83 47 316 46 468 71 47 61
leaf_count=1712 61 61 70 53 49 56 60 53 57 62 83 48 50 46 82 83 47 316 46 468 71 47 61
internal_value=0 -0.000483421 0.000282215 0.000138533 -0.00233363 -0.00569809 0.000445432 0.000291395 0.000106118 0.000311762 0.000438396 -0.000261977 -0.000704748 0.00181754 0.00348359 -0.00105909 -0.00248937 -0.00399974 -7.29331e-05 0.000557806 -0.00305033 0.00338273 6.22421e-05
internal_weight=0 1487 2255 2185 241 109 1944 1884 1831 1774 132 1426 1176 250 204 1128 460 366 668 551 117 94 122
internal_count=3742 1487 2255 2185 241 109 1944 1884 1831 1774 132 1426 1176 250 204 1128 460 366 668 551 117 94 122
is_linear=0
shrinkage=0.0995203


Tree=1820
num_leaves=13
num_cat=0
split_feature=1 8 2 20 3 4 20 21 5 20 20 20
split_gain=0.0788356 0.156027 0.175813 0.0793845 0.143238 0.153836 0.123452 0.110925 0.10234 0.0988665 0.0957306 0.205418
threshold=-0.49837999999999999 0.041960000000000011 0.096520000000000022 -0.10892 0.098755000000000023 0.10845500000000002 -0.095634999999999998 0.14970000000000003 -0.014739999999999998 -0.090514999999999998 -0.085594999999999991 -0.084474999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 -6 -5 9 -2 -8 -11 -12
right_child=3 -3 -4 6 5 -7 7 -9 -10 10 11 -13
leaf_value=-0.007254449351085766 -0.0068314357094453942 0.0025453431252810705 -0.00018609189477544039 0.0048495882407293463 0.0037108007645690385 -0.0035663724463476962 -0.0040989976740313889 -0.003983265982903739 -0.0009993783396022853 0.0037200840912403549 -0.0057691898398715474 0.00042330109900869968
leaf_weight=68 61 57 72 59 74 47 49 60 59 84 54 2990
leaf_count=68 61 57 72 59 74 47 49 60 59 84 54 2990
internal_value=0 -0.00183562 -0.00362514 0.000209709 -0.00153328 0.000877364 0.000337403 0.000254908 -0.00397083 0.000335207 0.00040493 0.000313178
internal_weight=0 197 140 3537 241 121 3296 3237 120 3177 3128 3044
internal_count=3734 197 140 3537 241 121 3296 3237 120 3177 3128 3044
is_linear=0
shrinkage=0.0995203


Tree=1821
num_leaves=10
num_cat=0
split_feature=19 1 0 4 0 0 21 4 4
split_gain=0.0659623 0.0605634 0.178193 0.160772 0.0837626 0.14412 0.0745703 0.0886115 0.143299
threshold=0.14071500000000006 -0.49837999999999999 0.12461500000000002 0.087790000000000021 0.12512500000000001 0.048750000000000009 -0.096850000000000006 0.15437000000000003 0.13881500000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -3 8 -8
right_child=-2 4 -4 -5 -6 -7 7 -9 -10
leaf_value=0.00071263550923712229 0.0038369111527146748 -0.0029276791853046469 0.0032099021408492365 -0.0061340393699494192 -0.0036425412729104373 0.0048094133759001064 0.00023165670262766041 0.0045231370032571844 -0.0039328037173704845
leaf_weight=55 46 78 54 88 57 66 3160 46 84
leaf_count=55 46 78 54 88 57 66 3160 46 84
internal_value=0 4.44456e-05 -0.00165294 -0.00349498 0.000140465 0.000203496 0.000112995 0.000185333 0.00012357
internal_weight=0 3688 197 143 3491 3434 3368 3290 3244
internal_count=3734 3688 197 143 3491 3434 3368 3290 3244
is_linear=0
shrinkage=0.0995203


Tree=1822
num_leaves=9
num_cat=0
split_feature=27 19 10 3 29 12 3 2
split_gain=0.0718362 0.112441 0.0760943 0.148675 0.0836513 0.0875493 0.257579 0.0648295
threshold=-0.086859999999999993 -0.081619999999999984 0.088630000000000028 0.10960500000000002 -0.11266 -0.035284999999999997 0.17760500000000004 0.31852000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 7 -7
right_child=1 2 3 -5 5 6 -8 -9
leaf_value=-0.0028862960419670865 -0.0039231016707978912 0.0044683404255053015 -0.0064492855960953215 0.0014569948646122174 -0.00340542517974988 0.00028216901471440583 0.0075481270152330379 -0.0022899618539537771
leaf_weight=79 66 47 48 46 64 3236 48 100
leaf_count=79 66 47 48 46 64 3236 48 100
internal_value=0 0.0001467 0.00022177 -0.00257155 0.000297132 0.000240037 0.000309224 0.000204821
internal_weight=0 3655 3589 94 3495 3448 3384 3336
internal_count=3734 3655 3589 94 3495 3448 3384 3336
is_linear=0
shrinkage=0.0995203


Tree=1823
num_leaves=11
num_cat=0
split_feature=27 19 10 3 21 20 18 1 17 9
split_gain=0.0582497 0.0911762 0.061664 0.120593 0.0579907 0.125237 0.0882761 0.191987 0.120426 0.0852177
threshold=-0.086859999999999993 -0.081619999999999984 0.088630000000000028 0.10960500000000002 -0.13730999999999999 -0.16295499999999999 -0.1394 0.031740000000000011 -0.53447999999999996 0.087635000000000032
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 9 7 -7 -8 -6
right_child=1 2 3 -5 5 6 8 -9 -10 -11
leaf_value=-0.0025990512021483109 -0.003532673676436871 0.0037408259374718551 -0.0058074517011355211 0.0013119947115176761 -0.0063483215461477291 0.0044618906530578999 -0.0025571554534959602 -0.0014907117476006032 0.00032349070766723878 -0.00042706233264808358
leaf_weight=79 66 47 48 46 47 142 151 86 2972 50
leaf_count=79 66 47 48 46 47 142 151 86 2972 50
internal_value=0 0.000132079 0.0001997 -0.00231476 0.000267562 0.00021998 0.000322248 0.00221302 0.000183947 -0.00330457
internal_weight=0 3655 3589 94 3495 3448 3351 228 3123 97
internal_count=3734 3655 3589 94 3495 3448 3351 228 3123 97
is_linear=0
shrinkage=0.0995203


Tree=1824
num_leaves=24
num_cat=0
split_feature=3 5 5 18 5 10 6 2 2 3 3 3 2 9 9 9 9 4 18 18 2 3 18
split_gain=0.0812086 0.201786 0.490217 0.242772 0.279616 0.0889547 0.140652 0.0865974 0.306586 0.192627 0.443844 0.274455 0.224204 0.171978 0.480369 0.275346 0.339381 0.238477 0.228495 0.688781 0.53627 0.163292 0.121148
threshold=0.083955000000000016 0.066815000000000027 -0.0089549999999999994 -0.011569999999999999 -0.080724999999999991 1.0000000180025095e-35 -0.425425 -0.080744999999999997 -0.081055000000000002 0.086605000000000029 0.085545000000000024 0.08802500000000002 -0.080254999999999993 0.091750000000000012 0.09253500000000002 0.093425000000000022 0.09550500000000002 0.086205000000000018 -0.022504999999999997 -0.037059999999999989 -0.082954999999999987 0.08920500000000002 0.12487500000000003
decision_type=2 2 2 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 -5 8 13 10 -9 -11 -13 17 -15 -16 -17 18 19 -2 -20 -14 -23
right_child=7 -3 -4 4 -6 -7 -8 9 -10 11 -12 12 21 14 15 16 -18 -19 20 -21 -22 22 -24
leaf_value=0.0068377727817551075 -0.0011119240008796562 -0.004421961773970709 0.0097013212717850204 -0.0013082259409316753 -0.0068023164743920292 -0.0027032132210034047 0.0052478850782484848 -0.0021558528808350908 -0.0085425359726566796 -0.0054653611275102057 0.011583457543260645 0.0059090690636809575 0.0053061639530366271 0.010510287198129124 -0.0069384061886406173 0.0077639471111225393 -0.00075299702609565292 -0.0075384800797168843 0.0029504399045161599 -0.013268947300308868 -0.0036569061711529205 0.00016718057720405613 -0.0025521159519966957
leaf_weight=47 489 54 68 58 61 47 73 47 49 87 46 67 56 49 49 60 203 55 348 51 187 1318 185
leaf_count=47 489 54 68 58 61 47 73 47 49 87 46 67 56 49 49 60 203 55 348 51 187 1318 185
internal_value=0 0.00123987 0.00210586 0.000297078 -0.000985743 0.00100298 0.00233893 -0.000247188 -0.000795579 0.00021998 0.00463114 -1.90272e-05 0.000271878 -0.000540435 0.00134954 -8.65496e-05 0.00118692 -0.00114495 -0.000817074 -0.0022616 0.000639426 2.90878e-05 -0.000166985
internal_weight=0 408 354 286 239 178 131 3346 1540 1806 93 1713 1626 1491 361 312 263 1130 1075 540 535 1559 1503
internal_count=3754 408 354 286 239 178 131 3346 1540 1806 93 1713 1626 1491 361 312 263 1130 1075 540 535 1559 1503
is_linear=0
shrinkage=0.0995203


Tree=1825
num_leaves=8
num_cat=0
split_feature=19 21 18 7 7 4 30
split_gain=0.0577229 0.0731169 0.076218 0.0536718 0.0580341 0.0497634 0.0933248
threshold=-0.10411999999999999 -0.13730999999999999 -0.45171999999999995 0.086645000000000028 0.077685000000000018 0.14903500000000006 0.11222000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4
right_child=1 2 3 -5 -6 -7 -8
leaf_value=0.0028624592503989658 0.0036123709498714872 -0.0038252551876322522 -0.0001212092164219472 0.0024739409294316705 -0.0034822890488922452 0.002573852532679092 -0.0044969068976760795
leaf_weight=65 51 56 3338 77 52 66 49
leaf_count=65 51 56 3338 77 52 66 49
internal_value=0 -0.000128935 -0.000181608 -0.000124415 -0.000181731 -0.00013179 -0.000184755
internal_weight=0 3689 3638 3582 3505 3453 3387
internal_count=3754 3689 3638 3582 3505 3453 3387
is_linear=0
shrinkage=0.0995203


Tree=1826
num_leaves=14
num_cat=0
split_feature=27 27 27 5 5 27 18 18 9 0 18 7 9
split_gain=0.0551147 0.145994 0.095947 0.170438 0.121749 0.0733161 0.0648128 0.0628172 0.195489 0.134222 0.0939003 0.0957597 0.0798623
threshold=0.087140000000000009 0.08427500000000003 0.091025000000000009 -0.44524499999999995 -0.0042299999999999994 0.10318500000000001 0.31227500000000008 0.12487500000000003 0.086555000000000021 -0.064859999999999987 0.11769500000000002 -0.10984999999999999 0.12188500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 5 -5 7 10 -9 -10 11 -1 -13
right_child=2 -3 3 4 -6 -7 -8 8 9 -11 -12 12 -14
leaf_value=-0.0045800902208093172 0.0049856439582803879 -0.0056316774378365993 -0.0031115630301601031 0.0074553387555722347 -0.0011481079594432158 0.0018665313017139293 0.0034163909058948969 0.0023588478514314747 -0.0064027572969352128 0.00022719481565769536 0.0039541855585676303 -0.00012161053553074098 0.0037397407061673282
leaf_weight=47 55 48 88 46 59 48 51 71 87 46 57 2997 54
leaf_count=47 55 48 88 46 59 48 51 71 87 46 57 2997 54
internal_value=0 -0.000181016 0.00123376 0.000374128 0.00238432 0.00461019 -0.000104051 -0.000157746 -0.00185036 -0.00410354 -4.80436e-05 -0.000121945 -5.29997e-05
internal_weight=0 3458 296 241 153 94 3410 3359 204 133 3155 3098 3051
internal_count=3754 3458 296 241 153 94 3410 3359 204 133 3155 3098 3051
is_linear=0
shrinkage=0.0995203


Tree=1827
num_leaves=24
num_cat=0
split_feature=3 17 17 4 8 17 3 1 3 27 4 0 21 9 2 2 2 3 3 8 9 21 21
split_gain=0.0641548 0.201439 0.378425 0.966146 0.154937 0.1821 0.139786 0.10332 0.0771903 0.0769941 0.220435 0.110376 0.174174 0.204849 0.0786995 0.257721 0.194873 0.442957 0.256664 0.135836 0.134469 0.120989 0.290664
threshold=0.083955000000000016 0.11639500000000001 -0.012064999999999999 0.085830000000000017 -0.085289999999999991 -0.085229999999999986 1.0000000180025095e-35 0.50996500000000011 0.084235000000000018 0.078065000000000023 0.080475000000000033 -0.14731999999999998 0.095695000000000016 -0.073629999999999987 -0.087359999999999993 -0.089054999999999995 -0.08569499999999998 0.088115000000000013 0.085505000000000012 -0.086914999999999992 0.085945000000000021 -0.088829999999999992 -0.084759999999999988
decision_type=2 2 2 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 -2 14 -11 -12 13 -13 15 19 17 18 -16 -10 -21 -18 -23
right_child=8 -3 3 7 6 -7 -8 -9 9 10 11 12 -14 -15 16 -17 21 -19 -20 20 -22 22 -24
leaf_value=0.00039922165056536775 -0.0040111837999046648 -0.0047968044663621104 0.016666163087665407 -0.0022124163584582575 -0.001990997080404221 -0.0084398963788948379 0.005444950582743361 0.0038726770277982578 0.0047143413117569288 0.0074892162750234354 -0.0026909366388822896 -0.00024986651756087345 -0.0033469165721008846 0.0084485383468310398 0.0054964209027803289 -0.00625125128597052 0.004345929309177537 0.010162555704035299 -0.0039447908765904332 -0.005379037152134049 -0.00021387880212818053 -0.0081646977420139107 -0.00025437682497748835
leaf_weight=46 52 50 52 67 51 46 49 47 46 49 86 55 46 52 46 90 54 59 75 59 327 47 2203
leaf_count=46 52 50 52 67 51 46 49 47 46 49 86 55 46 52 46 90 54 59 75 59 327 47 2203
internal_value=0 0.00111558 0.00194362 0.00542425 -0.00106141 -0.00401144 0.00164443 0.00028917 -0.000206158 -0.000145842 0.00140812 0.000157937 0.00176461 0.00396975 -0.000294996 -0.00140589 -6.12186e-05 0.00309204 -0.000348804 -0.000394541 -0.00100549 -0.000307922 -0.000419979
internal_weight=0 408 358 166 192 92 100 114 3346 3294 288 239 153 107 3006 522 2484 180 121 432 386 2304 2250
internal_count=3754 408 358 166 192 92 100 114 3346 3294 288 239 153 107 3006 522 2484 180 121 432 386 2304 2250
is_linear=0
shrinkage=0.0995203


Tree=1828
num_leaves=12
num_cat=0
split_feature=17 3 17 17 21 17 4 4 4 4 5
split_gain=0.13174 0.173349 0.0556796 0.0522561 0.202643 0.113412 0.0538186 0.627978 0.39239 0.151641 0.0868235
threshold=-0.55026999999999993 0.099950000000000025 -0.53896499999999992 -0.47367999999999999 0.090000000000000011 -0.46159 0.090860000000000024 0.096000000000000016 0.086380000000000026 0.10113500000000002 0.27608500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 8 -8 10 -9 -7
right_child=2 -3 3 5 -6 6 7 9 -10 -11 -12
leaf_value=0.0008815589910393715 0.0030352980664250968 -0.00577218808610296 -0.0056137716303417701 0.0046080073836761359 0.0022197105858571204 0.00016360318301377296 0.012056897157171819 -0.0052234462282136178 -0.0073590689212795646 0.00045757219219442693 -0.0028293891121963064
leaf_weight=69 63 88 69 55 62 2392 46 50 73 671 100
leaf_count=69 63 88 69 55 62 2392 46 50 73 671 100
internal_value=0 -0.00284272 0.000102602 4.9851e-05 -0.00190007 0.000125511 5.1274e-05 0.000782889 -0.000167178 6.24685e-05 4.31706e-05
internal_weight=0 157 3581 3518 131 3387 3332 767 2565 721 2492
internal_count=3738 157 3581 3518 131 3387 3332 767 2565 721 2492
is_linear=0
shrinkage=0.0995203


Tree=1829
num_leaves=13
num_cat=0
split_feature=17 4 17 17 21 17 4 4 4 18 0 4
split_gain=0.106784 0.171323 0.045147 0.0423444 0.164344 0.0919606 0.0436403 0.509204 0.326445 0.248526 0.136427 0.122961
threshold=-0.55026999999999993 0.08167000000000002 -0.53896499999999992 -0.47367999999999999 0.090000000000000011 -0.46159 0.090860000000000024 0.096000000000000016 0.084545000000000023 -0.091869999999999993 -0.1525 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 8 -8 10 -10 -7 -9
right_child=2 -3 3 5 -6 6 7 11 9 -11 -12 -13
leaf_value=-0.0061782058999494908 0.002733224549276248 0.00041890304678864813 -0.0050550878732184817 0.0041494177760230712 0.0019988046019834894 0.0041994150492033226 0.010856992347497351 -0.0047036082689432997 0.00043445162780482996 -0.0086166678930426257 -3.0628861580325224e-05 0.00041203439361822263
leaf_weight=71 63 86 69 55 62 78 46 50 49 77 2361 671
leaf_count=71 63 86 69 55 62 78 46 50 49 77 2361 671
internal_value=0 -0.00255929 9.24139e-05 4.48898e-05 -0.00171036 0.00011302 4.61467e-05 0.000704976 -0.000150541 -0.00509029 0.000104314 5.61385e-05
internal_weight=0 157 3581 3518 131 3387 3332 767 2565 126 2439 721
internal_count=3738 157 3581 3518 131 3387 3332 767 2565 126 2439 721
is_linear=0
shrinkage=0.0995203


Tree=1830
num_leaves=14
num_cat=0
split_feature=17 3 27 29 1 20 0 0 20 1 1 20 3
split_gain=0.0865528 0.160102 0.0409834 0.0514852 0.127177 0.0821656 0.275708 0.116253 0.0647447 0.286246 0.352143 0.0802182 0.112859
threshold=-0.55026999999999993 0.099950000000000025 -0.086859999999999993 -0.08570499999999999 -0.0064949999999999999 -0.14091999999999996 -0.071340000000000001 -0.096019999999999994 -0.080324999999999994 -0.027059999999999997 -0.011714999999999998 -0.078725000000000003 0.092510000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 7 -5 9 -7 -11 -10 -13
right_child=2 -3 3 5 -6 8 -8 -9 11 10 -12 12 -14
leaf_value=0.0012754703006171053 -0.0021292555906295058 -0.0051200559291856721 0.0062371291831006329 -0.0024786228095029974 -0.00068303873059249131 0.0083764730747949209 -0.0078873876339737546 0.0032558202006873226 -0.0031480909739164033 -0.0051621677841146938 0.0018439962326903757 -0.00052201301832333318 0.00078452351185112157
leaf_weight=69 81 88 46 69 61 50 55 71 78 89 352 1396 1233
leaf_count=69 81 88 46 69 61 50 55 71 78 89 352 1396 1233
internal_value=0 -0.00230407 8.32624e-05 0.0001347 0.00228434 6.6669e-05 -0.00191625 0.000423712 0.000187835 0.00123926 0.000428197 -2.57256e-06 9.04407e-05
internal_weight=0 157 3581 3500 107 3393 195 140 3198 491 441 2707 2629
internal_count=3738 157 3581 3500 107 3393 195 140 3198 491 441 2707 2629
is_linear=0
shrinkage=0.0995203


Tree=1831
num_leaves=8
num_cat=0
split_feature=5 31 29 8 8 7 0
split_gain=0.0828443 0.0434387 0.0605979 0.0517079 0.14385 0.124819 0.0667817
threshold=0.6362850000000001 0.095410000000000009 0.10207000000000002 -0.51030999999999993 -0.44475499999999996 -0.07553 0.12433000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=0.0030234439721614583 -0.0041671894005054786 0.0030437156515317038 -0.0032206912090334701 -0.00491346628041512 0.0045837817219429059 -7.4359148702164525e-05 0.0024518232214207829
leaf_weight=57 47 47 57 58 60 3305 107
leaf_count=57 47 47 57 58 60 3305 107
internal_value=0 3.7509e-05 -1.04018e-06 4.98942e-05 1.64743e-06 8.39906e-05 4.6218e-06
internal_weight=0 3691 3644 3587 3530 3472 3412
internal_count=3738 3691 3644 3587 3530 3472 3412
is_linear=0
shrinkage=0.0995203


Tree=1832
num_leaves=16
num_cat=0
split_feature=0 5 13 0 4 4 5 4 0 4 4 4 8 9 5
split_gain=0.077647 0.500573 0.0803699 0.0728158 0.25367 0.498574 0.185318 0.364939 0.183261 0.110873 0.15305 0.120582 0.109643 0.0803406 0.0490467
threshold=-0.229625 -0.086109999999999992 0.089365000000000014 -0.14680499999999999 0.079660000000000022 0.088720000000000021 -0.085034999999999986 0.11378500000000003 -0.14124499999999998 0.11860000000000002 0.13146500000000003 0.11419500000000003 -0.1205 -0.090699999999999989 -0.53715999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 -2 -6 7 -7 -5 11 -11 12 -10 -12 -1
right_child=2 -3 -4 8 5 6 -8 -9 9 10 13 -13 -14 -15 -16
leaf_value=0.00076517342124287984 0.0042690674968554427 0.010948550299802521 0.0040105844703959437 0.0061827790414802587 -0.011590408434886372 0.0085328751478279275 -0.0050240624908500621 -0.0037355038897667332 0.0027673037741074704 0.0059566809709757978 0.0039700302067185549 -0.0049393984892640696 -0.00023356518382892252 -0.00057749402516838594 -0.0036198817200229915
leaf_weight=47 56 46 49 48 53 47 54 49 126 69 51 52 2798 156 54
leaf_count=47 56 46 49 48 53 47 54 49 126 69 51 52 2798 156 54
internal_value=0 0.00234097 7.34044e-06 -4.75459e-05 -0.00165451 -0.00329263 -0.000355293 0.00226236 7.83284e-05 -1.15226e-05 0.00189635 -0.000188738 -0.000103973 0.000538956 -0.00157121
internal_weight=0 147 3608 3559 259 203 150 96 3300 3252 276 2976 2924 207 101
internal_count=3755 147 3608 3559 259 203 150 96 3300 3252 276 2976 2924 207 101
is_linear=0
shrinkage=0.0995203


Tree=1833
num_leaves=11
num_cat=0
split_feature=0 5 13 3 11 2 8 2 6 5
split_gain=0.0629597 0.405873 0.0651684 0.0601087 0.157839 0.123865 0.187711 0.167366 0.099495 0.0397934
threshold=-0.229625 -0.086109999999999992 0.089365000000000014 0.16637500000000002 -0.40069499999999997 0.31852000000000008 -0.36115499999999995 0.11392500000000001 -0.48214499999999999 -0.53715999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -5 6 -2 8 -8 -1
right_child=2 -3 -4 4 -6 -7 7 -9 -10 -11
leaf_value=0.00068902307437339111 0.0048351006446299008 0.0098589490334847589 0.0036114506178435896 -0.0021248967866089202 0.0053667078827438512 -0.0038469450357439825 0.0045179404324942399 -0.0047831782455812046 -9.4801294894194041e-05 -0.0032596305765729161
leaf_weight=47 77 46 49 48 66 86 47 75 3160 54
leaf_count=47 77 46 49 48 66 86 47 75 3160 54
internal_value=0 0.002108 6.60995e-06 -4.27912e-05 0.00220517 -0.000117417 -2.16867e-05 -0.000135883 -2.69442e-05 -0.00141403
internal_weight=0 147 3608 3559 114 3445 3359 3282 3207 101
internal_count=3755 147 3608 3559 114 3445 3359 3282 3207 101
is_linear=0
shrinkage=0.0995203


Tree=1834
num_leaves=14
num_cat=0
split_feature=4 4 1 1 2 4 4 4 17 4 8 4 19
split_gain=0.0588698 0.159485 0.13684 0.132636 0.159898 0.1012 0.167603 0.12203 0.0948639 0.160984 0.156914 0.0910147 0.0824519
threshold=0.11785500000000003 0.12146000000000003 0.50230500000000011 0.27998000000000006 0.11392500000000001 0.11037000000000002 0.10722500000000003 0.10398500000000002 0.011640000000000003 0.13699000000000003 -0.094869999999999996 0.13062500000000002 -0.10411999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 12 9 11 -11 -3 -1
right_child=1 8 -4 4 -6 -7 -8 -9 -10 10 -12 -13 -14
leaf_value=0.0036222046415854154 0.0067491731127150324 0.0010022912123986943 -0.0054428997735217729 0.0077303687226789345 -0.00037740435903410645 -0.0036269272573467458 0.0059003747581549137 -0.0045319930299262713 -0.0022848281393628217 0.0027461477364832333 -0.0040185279109837988 0.0068119007100123918 -7.384705720985438e-05
leaf_weight=61 46 47 46 48 48 78 47 60 89 65 71 63 2986
leaf_count=61 46 47 46 48 48 78 47 60 89 65 71 63 2986
internal_value=0 0.00125295 -5.19575e-05 2.23108e-05 0.00366796 -8.57225e-05 1.59379e-06 -8.73745e-05 0.000495797 0.00150512 -0.000779392 0.00433706 0
internal_weight=0 381 3374 3328 96 3232 3154 3107 335 246 136 110 3047
internal_count=3755 381 3374 3328 96 3232 3154 3107 335 246 136 110 3047
is_linear=0
shrinkage=0.0995203


Tree=1835
num_leaves=11
num_cat=0
split_feature=26 26 11 27 0 3 2 2 26 4
split_gain=0.0524102 0.0759657 0.0521894 0.0660735 0.057777 0.339866 0.0690053 0.220387 0.136397 0.0309223
threshold=0.50635500000000022 0.31428500000000009 0.099835000000000021 0.10868000000000001 -0.229625 0.090595000000000023 -0.065379999999999994 -0.069815000000000002 0.11275500000000002 0.10533000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 -8 -7
right_child=-2 -3 -4 -5 6 9 8 -9 -10 -11
leaf_value=0.0080959801338559775 0.0029656596496313225 -0.0039509446781095109 0.0034067896985405565 0.0030606975736058189 -1.3358112716132453e-05 -0.0036130232732806758 -0.00037585864566439848 0.0052955060361487569 -0.0039862483578994188 1.8529251451521671e-05
leaf_weight=55 61 47 46 70 2418 46 766 80 120 46
leaf_count=55 61 47 46 70 2418 46 766 80 120 46
internal_value=0 2.42187e-05 7.56723e-05 3.28925e-05 -2.69002e-05 0.0019043 -0.000111033 0.000156334 -0.000865775 -0.00178835
internal_weight=0 3694 3647 3601 3531 147 3384 2498 886 92
internal_count=3755 3694 3647 3601 3531 147 3384 2498 886 92
is_linear=0
shrinkage=0.0995203


Tree=1836
num_leaves=23
num_cat=0
split_feature=1 20 6 3 1 2 17 1 3 3 17 17 8 2 4 17 26 6 2 3 17 8
split_gain=0.0830904 0.119871 0.142827 0.189358 0.111066 0.187985 0.125401 0.233695 0.326367 0.269093 0.165297 0.215127 0.109128 0.140122 0.30649 0.220746 0.213358 0.317716 0.184549 0.168884 0.105686 0.0541268
threshold=-0.091829999999999995 -0.40431 0.11642500000000001 0.10850000000000003 -0.088174999999999989 -0.084474999999999995 -0.053765 0.031740000000000011 0.11404500000000002 0.086015000000000022 -0.040589999999999994 -0.031185000000000001 0.093085000000000015 0.10003000000000002 0.077430000000000013 -0.15450999999999998 0.09271500000000002 0.086965000000000028 0.12875500000000004 0.086775000000000033 -0.088734999999999994 0.10068500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 4 -4 5 -3 7 9 -9 -6 -8 -12 13 14 16 -16 17 20 -15 -17 -1 -14
right_child=1 2 3 -5 6 -7 10 8 -10 -11 11 -13 21 18 15 19 -18 -19 -20 -21 -22 -23
leaf_value=0.0037485006444822702 -0.0051833005350560473 -0.00026973512575385829 0.0057896647924347861 -0.0010152659816163739 -0.0027409678111502988 -0.0081224939244281084 -0.005620252362465581 -0.0081908039033099268 0.00060127475656519705 0.0026122106928042829 0.0057732117175500206 -0.00065973615120926783 0.0063008432328614779 0.0083491703098499941 0.0012248024013554555 -0.0029221953277237117 -0.0041120492491959594 -0.0012943666824765459 0.00040813671032183409 -0.010755339451303591 0.0099796227669585007 0.0017690544364250744
leaf_weight=55 48 82 89 74 112 48 64 62 128 545 53 1781 50 46 59 64 48 84 79 48 54 56
leaf_count=55 48 82 89 74 112 48 64 62 128 545 53 1781 50 46 59 64 48 84 79 48 54 56
internal_value=0 -0.000248221 -0.000169977 0.00269529 -0.00033271 -0.00317551 -0.00019778 0.000808714 -0.00226341 0.0016984 -0.000647369 -0.000473387 0.000995335 0.000417604 -0.000466145 -0.00369014 0.00181802 0.0032971 0.00333699 -0.00628657 0.00684299 0.00391442
internal_weight=0 3086 3038 163 2875 130 2745 847 190 657 1898 1834 643 537 412 171 241 193 125 112 109 106
internal_count=3729 3086 3038 163 2875 130 2745 847 190 657 1898 1834 643 537 412 171 241 193 125 112 109 106
is_linear=0
shrinkage=0.0995203


Tree=1837
num_leaves=11
num_cat=0
split_feature=21 19 18 5 5 21 5 26 6 9
split_gain=0.0952203 0.0878375 0.0676896 0.109135 0.168531 0.24562 0.133891 0.127008 0.101358 0.0769033
threshold=-0.096850000000000006 -0.112555 -0.45171999999999995 0.51659500000000014 0.40249000000000007 0.093835000000000016 0.26245000000000007 0.086255000000000012 0.10384500000000003 0.094085000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 8 -8 -4 -5
right_child=1 2 3 9 5 -7 7 -9 -10 -11
leaf_value=-0.0032651771356351825 0.0039238158366501951 -0.0034467366383025065 -0.0002442849149648857 -8.354529249525849e-06 -0.0094131083388172658 -0.00042872042974253675 0.00037925939943120042 0.0063558568328431287 0.0016272484991492529 0.0052747560428262497
leaf_weight=88 57 56 2820 46 46 88 79 64 319 66
leaf_count=88 57 56 2820 46 46 88 79 64 319 66
internal_value=0 4.77303e-05 -1.36866e-05 4.05742e-05 -5.94165e-05 -0.00351902 8.15857e-05 0.00305983 -5.383e-05 0.0030976
internal_weight=0 3641 3584 3528 3416 134 3282 143 3139 112
internal_count=3729 3641 3584 3528 3416 134 3282 143 3139 112
is_linear=0
shrinkage=0.0995203


Tree=1838
num_leaves=25
num_cat=0
split_feature=21 5 5 0 20 5 9 12 5 17 6 5 26 2 26 9 2 0 2 17 21 20 17 0
split_gain=0.07721 0.0491143 0.182849 0.297611 0.146743 0.559701 0.171759 0.151037 0.148344 0.437557 0.287277 0.13913 0.568532 0.245964 0.177293 0.289805 0.583145 0.230815 0.268288 0.26096 0.210598 0.259952 0.24927 0.184674
threshold=-0.096850000000000006 -0.01554 -0.02504 -0.085349999999999995 -0.085594999999999991 -0.093384999999999982 0.087435000000000027 -0.082629999999999995 -0.041054999999999994 0.11012500000000003 0.099330000000000016 -0.011764999999999999 0.087575000000000028 -0.087444999999999995 0.085570000000000021 0.08486500000000001 -0.085599999999999996 -0.081909999999999997 -0.073884999999999992 -0.015100000000000001 0.11678500000000003 -0.10068000000000001 -0.065004999999999993 -0.050054999999999995
decision_type=2 2 2 2 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 10 -10 -9 12 13 -3 20 16 -16 19 -19 -17 21 -13 -23 -22
right_child=1 11 3 -5 7 -7 -8 8 9 -11 -12 14 -14 -15 15 17 -18 18 -20 -21 23 22 -24 -25
leaf_value=-0.0029402260617325676 -0.0063685427297121688 0.0038253847761763561 -0.0087866681705638123 8.1839164475470326e-05 -0.0058854676783025991 0.0093719763490155289 0.0017703649876303666 -0.00023450438195841308 0.0030065798936085939 -0.0091934855012231805 0.0057394889070206253 -0.0040583503610420284 0.011376507401595662 -0.0062472793498247921 -0.012506615098385247 0.005390636181791671 0.00056081919773269832 -0.0025283237215119629 0.0025491342923783973 -0.0024730391378811408 -0.0067460660508606293 0.0013480673661397972 0.0059916193993464562 0.0017192009924770731
leaf_weight=88 48 47 64 90 47 73 55 1283 54 63 85 66 55 49 59 132 79 375 142 61 57 458 153 46
leaf_count=88 48 47 64 90 47 73 55 1283 54 63 85 66 55 49 59 132 79 375 142 61 57 458 153 46
internal_value=0 4.29578e-05 -0.000314067 -0.00359846 -1.74537e-05 0.0027036 -0.00201458 -0.00033059 -0.000154228 -0.00355569 0.000136088 0.0004171 0.00330718 -0.00130734 0.000148536 -0.000846938 -0.00502005 -3.46718e-05 -0.00113216 0.00290098 0.00123184 0.00187043 0.0025122 -0.00295751
internal_weight=0 3641 1862 154 1708 176 103 1532 1485 117 1368 1779 151 96 1628 848 138 710 517 193 780 677 611 103
internal_count=3729 3641 1862 154 1708 176 103 1532 1485 117 1368 1779 151 96 1628 848 138 710 517 193 780 677 611 103
is_linear=0
shrinkage=0.0995203


Tree=1839
num_leaves=16
num_cat=0
split_feature=19 20 6 2 18 17 17 17 17 1 17 9 9 1 17
split_gain=0.0619916 0.0620791 0.0741518 0.128502 0.388382 0.0925326 0.0532354 0.232702 0.200237 0.219618 0.385071 0.279619 0.116257 0.165415 0.124513
threshold=-0.112555 -0.40431 0.11642500000000001 -0.073884999999999992 -0.064960000000000004 -1.0000000180025095e-35 -0.043894999999999997 -0.038314999999999995 -0.065004999999999993 0.0015850000000000003 -0.091134999999999994 -0.081559999999999994 -0.081559999999999994 0.0013500000000000003 -0.030214999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 -5 -6 8 -8 9 11 -11 -3 13 -9 -14
right_child=1 2 3 4 5 -7 7 12 -10 10 -12 -13 14 -15 -16
leaf_value=0.0032033994443245754 -0.0035944065706688664 -0.0053593157603617873 -0.0024852964635860937 0.010149618322216836 0.002448862469633242 -0.003676437933903902 -0.0073806906368443261 0.0072111507098211198 0.0049354585629778512 -0.00069393962195076213 -0.010926520389011457 0.0010643442336912389 0.0042003329479001397 0.00041844824288055749 -0.00069405270442506159
leaf_weight=58 49 72 51 53 52 46 47 46 88 176 46 984 53 157 1751
leaf_count=58 49 72 51 53 52 46 47 46 88 176 46 984 53 157 1751
internal_value=0 -7.56912e-05 -2.78625e-05 0.00182468 0.00328579 -0.000417926 -0.000137521 -0.000457894 0.000343611 2.67872e-05 -0.00281789 0.000625592 -0.000295368 0.00196172 -0.000549806
internal_weight=0 3671 3622 202 151 98 3420 2054 1366 1278 222 1056 2007 203 1804
internal_count=3729 3671 3622 202 151 98 3420 2054 1366 1278 222 1056 2007 203 1804
is_linear=0
shrinkage=0.0995203


Tree=1840
num_leaves=20
num_cat=0
split_feature=1 1 0 29 1 3 27 17 6 5 5 6 5 17 5 5 0 0 17
split_gain=0.101544 0.146001 0.119644 0.116426 0.196589 0.207421 0.205425 0.150282 0.146592 0.115135 0.411217 0.293086 0.17991 0.424345 0.110543 0.237607 0.170437 0.238411 0.170231
threshold=-0.0064949999999999999 -0.008005 -0.030209999999999997 -0.07594999999999999 -0.0040349999999999995 0.14940500000000004 0.085910000000000028 -0.065004999999999993 -0.47287499999999999 -0.091229999999999992 -0.094469999999999985 0.079640000000000016 -0.082635 -0.00067499999999999993 -0.004089999999999999 -0.0063549999999999995 -0.14401 -0.091364999999999988 0.11639500000000001
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 8 -5 6 7 -6 -2 10 11 -1 13 -11 15 18 -16 -18 -14
right_child=2 -3 -4 4 5 -7 -8 -9 -10 12 -12 -13 14 -15 16 -17 17 -19 -20
leaf_value=0.0045161147113288169 0.0027577566915229453 -0.0054861867491150058 -0.0028629429941457907 0.0065507701113368825 -0.0017349279401576213 0.0066918666841398545 0.0053669591655834473 0.0010197799194239694 -0.0041413597658454208 -0.0099919887378440136 0.0088883941723653988 -0.005549186579499917 0.00078488359724168157 0.0019959711160199892 -0.0065434997461418206 0.0066086904933744077 0.0052327165520913155 -0.0010402454693014844 -0.0027800973221171013
leaf_weight=50 46 54 87 66 279 59 83 660 90 61 60 67 732 56 51 60 64 955 162
leaf_count=50 46 54 87 66 279 59 83 660 90 61 60 67 732 56 51 60 64 955 162
internal_value=0 -0.000369915 0.000706216 0.000948878 0.00127574 0.00095292 0.00062081 0.000200417 -0.00180182 -0.000250373 0.00218822 -0.00124078 -0.000452357 -0.00424717 -0.000232589 0.000545787 -0.000927345 -0.000645458 0.000137965
internal_weight=0 2372 1370 1283 1147 1081 1022 939 136 2318 177 117 2141 117 2024 954 1070 1019 894
internal_count=3742 2372 1370 1283 1147 1081 1022 939 136 2318 177 117 2141 117 2024 954 1070 1019 894
is_linear=0
shrinkage=0.0995203


Tree=1841
num_leaves=25
num_cat=0
split_feature=9 18 19 18 18 20 20 20 18 20 2 27 4 9 4 4 2 2 19 2 18 18 2 9
split_gain=0.108505 0.149851 0.250486 0.187976 0.151804 0.340052 0.111975 0.225841 0.274474 0.167117 0.181873 0.102061 0.134567 0.25523 0.149184 0.0979307 0.062544 0.255414 0.157867 0.135941 0.128291 0.184786 0.109893 0.0976656
threshold=0.084055000000000032 0.10189500000000003 0.093310000000000018 0.14607000000000003 0.084900000000000017 -1.0000000180025095e-35 -0.084474999999999995 -0.14741499999999999 -0.082019999999999996 -0.079399999999999984 -0.086304999999999993 0.10069500000000002 0.073870000000000019 0.091690000000000021 0.10606500000000003 0.12220000000000002 -0.081604999999999997 -0.08126499999999999 0.10135500000000001 -0.080874999999999989 0.10307000000000002 0.088735000000000022 -0.080329999999999999 0.088215000000000016
decision_type=2 2 2 2 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 -6 7 -1 -9 -8 -11 12 16 -14 -15 -16 18 -18 20 -19 21 -2 -21 -20
right_child=11 3 -4 -5 5 -7 9 8 -10 10 -12 -13 13 14 15 -17 17 19 23 22 -22 -23 -24 -25
leaf_value=0.0033248885099341641 -0.0002673574276153101 -0.0054026131720551398 0.0079010413268793146 0.0024163699690685487 0.0085387355316280007 -0.0023632136077176486 0.0067153555178895378 -0.00010002597476748126 -0.010210646023543105 -0.0026403708910599129 0.0013029319509741963 0.0038823342375211294 -0.0090941039531611048 0.0018816280107151219 -0.0067454530110811388 -0.0005889585797708702 0.0071866623435258067 -0.0041076168662020742 -0.0079214602049502703 0.0034332104468142209 0.0042915439980598692 -0.0058570715666243882 -5.5076096553664138e-05 -0.0015426517886423289
leaf_weight=53 841 80 52 49 71 47 46 60 48 144 591 55 49 91 51 52 51 75 46 99 55 63 923 50
leaf_count=53 841 80 52 49 71 47 46 60 48 144 591 55 49 91 51 52 51 75 46 99 55 63 923 50
internal_value=0 0.000782481 0.00115546 -0.00242627 0.000823767 0.0041895 0.000401288 -0.00198692 -0.00460122 0.000894655 0.000529253 -0.00035577 -0.000451402 -0.00267426 -0.00104854 -0.00364527 -0.000205839 0.000301988 -0.000759209 -1.7337e-05 -0.000373106 -0.000657812 0.000282029 -0.00460769
internal_weight=0 1241 1112 129 1060 118 942 161 108 781 735 2501 2446 243 194 103 2203 1148 1055 1097 959 904 1022 96
internal_count=3742 1241 1112 129 1060 118 942 161 108 781 735 2501 2446 243 194 103 2203 1148 1055 1097 959 904 1022 96
is_linear=0
shrinkage=0.0995203


Tree=1842
num_leaves=23
num_cat=0
split_feature=9 21 21 17 21 26 2 0 26 18 0 5 21 17 1 0 2 2 9 2 0 1
split_gain=0.0897174 0.125969 0.254548 0.265542 0.227056 0.1749 0.470281 0.251207 0.236776 0.162599 0.352314 0.25797 0.112484 0.0839451 0.11044 0.120184 0.100105 0.310888 0.325888 0.28681 0.18931 0.125746
threshold=0.084565000000000015 0.095375000000000029 0.11347500000000002 -0.0050499999999999998 0.14680000000000004 0.088475000000000012 -0.013944999999999999 0.11291000000000002 0.086895000000000014 -0.025879999999999997 -0.085684999999999997 -0.0089549999999999994 0.14016000000000003 -0.55380499999999999 -0.11064999999999998 0.12346000000000003 -0.086254999999999984 -0.089054999999999995 0.088035000000000016 -0.085209999999999994 -0.083694999999999992 -0.088174999999999989
decision_type=2 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 -4 7 -7 8 9 10 -1 -11 13 -2 15 -15 17 18 -16 -18 -19 -21
right_child=12 2 4 -5 -6 6 -8 -9 -10 11 -12 -13 -14 14 16 -17 19 20 -20 21 -22 -23
leaf_value=-0.0039045071870812253 -0.0038054527409469362 -0.0093381166951355312 0.0048635084137574093 -0.00010939993845698678 -0.0031675937335369411 0.012522918285198047 -0.00099180911419350119 -0.0064540358590584245 -0.0049758721867332921 0.0014515617420933901 0.0026376538472544738 0.0068068780581960761 0.0040145171793066403 0.0046792196381550584 0.0069075314084759577 -0.0015395206653089218 0.0066286859314438331 -0.011092958372432845 -0.0017146807227547219 -0.0043078098371901307 -0.0030158081688060378 -0.00023647872420089823
leaf_weight=147 72 60 85 64 59 46 57 46 60 455 183 111 57 85 53 48 59 47 240 79 75 1554
leaf_count=147 72 60 85 64 59 46 57 46 60 455 183 111 57 85 53 48 59 47 240 79 75 1554
internal_value=0 0.000659578 -0.00127462 -0.00458151 0.0015673 0.00112943 0.00503595 0.000727041 0.00107343 0.00147943 -0.000274101 0.00250326 -0.00035148 -0.000459474 -0.000351559 0.00242871 -0.000527446 -0.00191277 -0.000152237 -0.000187182 -0.00613421 -0.00043394
internal_weight=0 1373 268 124 144 1105 103 1002 956 896 330 566 2369 2312 2240 133 2107 415 293 1692 122 1633
internal_count=3742 1373 268 124 144 1105 103 1002 956 896 330 566 2369 2312 2240 133 2107 415 293 1692 122 1633
is_linear=0
shrinkage=0.0995203


Tree=1843
num_leaves=25
num_cat=0
split_feature=5 5 6 8 5 17 1 21 21 17 17 17 3 3 8 5 3 6 5 17 5 3 26 3
split_gain=0.0774341 0.272707 0.441655 0.346324 0.221114 0.767076 0.18598 0.180845 0.215442 0.195709 0.424338 0.344404 0.179028 0.471476 0.454788 0.261035 0.229011 0.359272 0.365646 0.289411 0.219708 0.204555 0.153454 0.146504
threshold=-0.0098949999999999993 -0.01554 -0.0087049999999999992 -0.084915000000000004 -0.021235 -0.000475 0.078505000000000019 0.11883500000000002 0.10645500000000004 -0.042709999999999991 -0.065004999999999993 -0.033249999999999995 0.087975000000000012 0.089165000000000022 -0.080445000000000003 -0.0044999999999999997 0.087170000000000011 0.088565000000000019 0.089620000000000019 -0.011809999999999999 -1.0000000180025095e-35 0.090765000000000026 0.082850000000000021 0.12870500000000004
decision_type=2 2 2 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 7 -6 12 8 9 10 -1 -11 16 14 -14 -15 17 18 19 -2 -17 -22 -10 -9
right_child=6 2 3 -5 5 -7 -8 23 22 11 -12 -13 13 15 -16 20 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.0006063431786113183 -0.0026666056769796215 -0.0022586414997793599 0.0017756980007664345 0.011148210242174999 0.0032941180289821456 -0.013871208935785719 0.0055813060882810659 0.0080393423612587639 -0.0083662720717390046 -0.0084488781360065688 0.010319325757277937 0.00013104425253320604 0.00039480920487948201 0.0064091577841575952 0.012895097046828726 -0.0071594910196106139 -0.0080386997852670925 0.0044694673535962473 0.0032772150097402026 -0.01029392004093606 -0.006128594949157456 -0.00027399397765390558 -0.00046934074763920993 0.0003537584163868051
leaf_weight=193 174 84 75 82 57 47 48 52 50 48 58 1334 65 48 52 56 61 80 71 69 64 779 48 47
leaf_count=193 174 84 75 82 57 47 48 52 50 48 58 1334 65 48 52 56 61 80 71 69 64 779 48 47
internal_value=0 0.000401702 0.00355853 0.00667611 7.90002e-06 -0.00445542 -0.000515906 0.000262001 2.49284e-05 0.000297386 0.00285404 -0.000166364 -0.000709116 -1.82025e-06 0.00595749 -0.000738946 -0.0023613 -0.00148023 -0.00299869 -0.00483576 -0.00112151 -0.000719443 -0.00450674 0.0043989
internal_weight=0 2175 241 157 1934 104 1567 1830 1731 1633 251 1382 1519 1064 117 947 455 394 314 243 899 843 98 99
internal_count=3742 2175 241 157 1934 104 1567 1830 1731 1633 251 1382 1519 1064 117 947 455 394 314 243 899 843 98 99
is_linear=0
shrinkage=0.0995203


Tree=1844
num_leaves=21
num_cat=0
split_feature=28 8 8 26 3 3 17 11 30 8 27 3 3 3 21 3 26 18 2 3
split_gain=0.0667421 0.0657011 0.34084 0.126327 0.10722 0.399683 0.151195 0.125426 0.174679 0.105873 0.102018 0.156985 0.323657 0.303313 0.292918 0.165439 0.164402 0.232654 0.0950761 0.080262
threshold=0.10217500000000003 -0.050299999999999997 -0.055085000000000002 -0.081709999999999991 0.13345500000000002 0.11926500000000002 0.28919000000000006 -0.11166 0.085345000000000018 -0.079219999999999999 1.0000000180025095e-35 0.093615000000000018 0.092300000000000021 0.096510000000000026 0.093685000000000032 0.090135000000000021 -0.10954 0.089505000000000015 -0.032624999999999994 0.10892000000000003
decision_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 18 5 6 -5 -6 -9 -7 11 12 14 -13 15 -3 19 -18 -1 -15
right_child=-2 10 -4 4 7 9 -8 8 -10 -11 -12 13 -14 16 -16 -17 17 -19 -20 -21
leaf_value=0.00013120997516699175 -0.0037757838374342795 0.0002887984637202124 0.0086842593137289887 0.00016575348525591676 0.0018719159738375831 0.0089044626267234996 -0.0024407960591746186 -0.007016538232996623 0.00071937388436932987 0.0026161287650998751 -0.0047942603223315537 -0.0079713868482987234 0.0088963495582858824 0.0057265669366874357 0.0075476000424914893 -0.0047120072690588462 -0.0026586228650663977 0.0024998324498991466 0.005856929454612649 0.00026989181093583521
leaf_weight=52 47 310 47 1806 48 59 251 77 46 49 55 63 46 50 47 83 380 112 65 58
leaf_count=52 47 310 47 1806 48 59 251 77 46 49 55 63 46 50 47 83 380 112 65 58
internal_value=0 -1.5681e-06 0.000289085 0.000127898 -3.15886e-05 0.000157544 -0.000151906 -0.00243095 -0.00411678 0.006059 -0.000605763 -0.000404557 0.000953126 -0.00140102 0.000120837 -0.000765269 -0.000709762 -0.00148268 0.00331916 0.00280371
internal_weight=0 3704 2500 2453 2336 2165 2057 171 123 108 1204 1149 486 663 440 393 600 492 117 108
internal_count=3751 3704 2500 2453 2336 2165 2057 171 123 108 1204 1149 486 663 440 393 600 492 117 108
is_linear=0
shrinkage=0.0995203


Tree=1845
num_leaves=19
num_cat=0
split_feature=6 6 26 6 8 8 18 7 2 26 22 28 8 30 5 8 21 20
split_gain=0.0775665 0.236917 0.192552 0.486096 0.237685 0.296694 0.202676 0.208043 0.339147 0.177927 0.126791 0.107963 0.107479 0.101839 0.107617 0.20679 0.103021 0.0996695
threshold=-0.092919999999999989 -0.091244999999999993 0.08709500000000002 -0.104035 -0.090440000000000006 -0.26194999999999996 0.090725000000000014 1.0000000180025095e-35 0.0021050000000000005 -0.0026699999999999996 0.087270000000000028 0.078705000000000011 -0.099434999999999996 0.094680000000000028 -0.46617999999999998 -0.080659999999999996 0.13589500000000002 -0.090514999999999998
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 10 5 -1 7 8 9 -6 12 13 -4 14 15 -3 17 -16
right_child=1 11 3 -5 6 -7 -8 -9 -10 -11 -12 -13 -14 -15 16 -17 -18 -19
leaf_value=-0.0011022132779020246 0.0072834166522539982 0.0076380646743126621 -0.0052294539523710607 -0.012299134915296538 0.00064073869221550417 0.0078042108569521011 0.0046985760257878583 0.0034949145348109273 -0.0080365021200912365 -0.004963612793609247 0.0034629223005914031 -0.00464625527751683 0.0010049711721917117 -0.004243201502822049 -0.0018287839276294449 -0.00076620763092729552 0.0037013740117190341 0.00021553924956452556
leaf_weight=72 46 55 67 48 193 76 53 62 90 79 47 47 46 51 263 61 77 2318
leaf_count=72 46 55 67 48 193 76 53 62 90 79 47 47 46 51 263 61 77 2318
internal_value=0 0.00019755 -0.000891221 -0.00351408 -1.70252e-05 0.00346583 -0.00109937 -0.00182605 -0.00273964 -0.000983987 -0.000873438 8.3773e-05 -0.0026843 0.000162757 0.000244056 0.00321152 0.000114242 6.9086e-06
internal_weight=0 2918 833 208 625 148 477 424 362 272 160 2872 113 2825 2774 116 2658 2581
internal_count=3751 2918 833 208 625 148 477 424 362 272 160 2872 113 2825 2774 116 2658 2581
is_linear=0
shrinkage=0.0995203


Tree=1846
num_leaves=26
num_cat=0
split_feature=1 26 26 17 1 6 17 17 9 17 9 26 6 1 8 1 26 2 26 2 17 9 0 17 9
split_gain=0.085153 0.184598 0.55578 0.30976 0.215879 0.155999 0.131643 0.272382 0.567348 0.365279 0.254451 0.0933971 0.141256 0.205805 0.165735 0.176981 0.117386 0.123075 0.157981 0.155596 0.145901 0.253309 0.164417 0.121599 0.128809
threshold=-0.07825 0.10144500000000002 0.095385000000000011 -0.040589999999999994 -0.080349999999999991 0.089610000000000009 0.093960000000000016 -0.011809999999999999 0.084235000000000018 -0.052269999999999997 0.083955000000000016 0.10393000000000002 -0.047974999999999997 0.05340000000000001 -0.057284999999999996 -0.073844999999999994 0.099260000000000029 -0.085599999999999996 0.086580000000000032 -0.084114999999999981 -0.012064999999999999 0.083955000000000016 -0.081674999999999984 -0.53896499999999992 0.10153500000000003
decision_type=2 2 2 2 2 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 -5 7 9 -9 -1 -8 16 13 -13 15 -14 17 18 20 -19 22 -22 -2 -21 -25
right_child=11 3 -4 5 -6 -7 10 8 -10 -11 -12 12 14 -15 -16 -17 -18 19 -20 23 21 -23 -24 24 -26
leaf_value=-0.0001031379425803919 -0.0050298638988862353 -0.0014044907948206459 -0.010356255616288263 0.0025855086262567347 0.0059736415742889654 0.010099590899872998 -0.00057278620658307989 -0.010158740822693441 0.00024862554324985882 0.006469734880766906 0.0091200295369068228 0.0033675338018830372 -0.0022610225758773164 -0.0033256185012203294 -0.0001444226236213064 -0.010661730475128217 0.0043987630475880645 0.004487886918270634 -0.0060956845333561167 0.0048558027109339196 0.0073502988966834947 -0.0010333711858917407 0.0012129654763648019 3.0933691725944418e-05 -0.0035415877230934147
leaf_weight=574 123 76 48 49 69 63 64 76 163 98 46 91 49 91 67 51 55 78 69 48 47 148 63 1337 108
leaf_count=574 123 76 48 49 69 63 64 76 163 98 46 91 49 91 67 51 55 78 69 48 47 148 63 1337 108
internal_value=0 0.000601404 0.000123392 0.00349055 0.000585632 0.00681949 0.000220704 -0.000171116 -0.00305741 0.000854188 0.00347313 -0.000390434 -0.00189696 1.64597e-05 -0.00398714 -0.00655357 -0.000136775 -0.000260611 -0.00171185 0.000154564 -0.000915781 0.000983111 -0.00291096 -7.12775e-05 -0.000235512
internal_weight=0 1326 1138 188 1090 112 1021 911 239 672 110 2425 349 182 167 100 2076 2021 450 1571 381 195 186 1493 1445
internal_count=3751 1326 1138 188 1090 112 1021 911 239 672 110 2425 349 182 167 100 2076 2021 450 1571 381 195 186 1493 1445
is_linear=0
shrinkage=0.0995203


Tree=1847
num_leaves=30
num_cat=0
split_feature=1 26 26 5 1 1 6 3 5 17 17 18 26 9 2 26 5 9 26 9 5 9 9 1 1 5 1 1 21
split_gain=0.0690481 0.149682 0.450664 0.30474 0.406501 0.290746 0.286522 0.193688 0.170459 0.135919 0.134644 0.112319 0.0757825 0.132763 0.410365 0.25787 0.183816 0.131159 0.105412 0.189296 0.205853 0.125934 0.435185 0.405171 0.36194 0.696172 0.292202 0.218377 0.138128
threshold=-0.07825 0.10144500000000002 0.095385000000000011 -0.094469999999999985 -0.082344999999999988 -0.085184999999999997 0.091495000000000007 0.09049500000000002 -0.087699999999999986 0.093960000000000016 -0.0082649999999999998 0.077940000000000023 0.10393000000000002 0.10646500000000002 -0.065379999999999994 0.15583500000000003 -0.052494999999999993 0.096305000000000016 0.094935000000000033 0.094435000000000033 0.057175000000000011 0.085335000000000022 0.085945000000000021 -0.029404999999999997 -0.050379999999999994 -0.039649999999999998 -0.016029999999999999 -0.012865 0.11412000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -5 -7 -10 18 16 -15 -16 17 -14 21 -20 -21 23 -23 -2 25 -24 -25 -28 -26
right_child=12 6 -4 4 8 10 -8 -9 11 -11 -12 -13 13 14 15 -17 -18 -19 19 20 -22 22 24 26 28 -27 27 -29 -30
leaf_value=-0.0059220723250048212 0.0077719590137670441 0.002529945071534707 -0.0093255991164615457 0.00031607697860632015 0.0094122581108761951 -0.0090070487362006787 -0.0015129874922135808 0.01089448343962191 0.0060880424069468999 0.0050425411479919253 -0.0013683137293515214 -0.00064176674735203464 -0.0041141871118226874 0.0083471761918360119 -0.007311436875881254 0.0024474144104033547 -0.0085721387329075818 0.0019870004575432572 0.0072324574935631126 -0.0036355444181293897 0.0041382368138957 -0.0097297854025075563 -0.015000288448042605 -0.0062174450031679046 0.00074682631430685758 -9.1131884469126837e-05 0.0068839656992828648 1.5708888759528737e-05 -0.0029571323060595348
leaf_weight=68 70 60 48 700 66 46 77 51 51 66 46 47 85 46 59 49 51 59 52 69 66 55 48 71 674 88 49 717 117
leaf_count=68 70 60 48 700 66 46 77 51 51 66 46 47 85 46 59 49 51 59 52 69 66 55 48 71 674 88 49 717 117
internal_value=0 0.000541552 0.00011104 0.00052735 0.000957272 8.85502e-05 0.00314317 0.00638049 0.00549717 0.000724387 -0.00519658 0.00285213 -0.000351578 -0.00170864 0.000470901 -0.00287623 -0.00343411 -0.00160871 -0.000123045 0.00213026 0.000158907 -0.000346543 -0.00112773 0.000498341 -0.000616479 -0.00535921 -0.000108989 0.000456131 0.000197924
internal_weight=0 1326 1138 1090 1022 858 188 111 164 766 92 98 2425 349 154 108 195 144 2076 187 135 1889 982 907 927 136 837 766 791
internal_count=3751 1326 1138 1090 1022 858 188 111 164 766 92 98 2425 349 154 108 195 144 2076 187 135 1889 982 907 927 136 837 766 791
is_linear=0
shrinkage=0.0995203


Tree=1848
num_leaves=17
num_cat=0
split_feature=19 18 1 18 9 1 22 9 35 9 12 27 24 20 18 20
split_gain=0.103706 0.186554 0.211071 0.240335 0.141596 0.157972 0.129596 0.201884 0.0654748 0.101142 0.178291 0.0776536 0.150153 0.077418 0.0553442 0.028386
threshold=0.077805000000000027 0.094215000000000021 -0.021369999999999997 -0.014319999999999999 0.085145000000000012 -0.0043399999999999992 0.079065000000000024 0.086155000000000023 -0.082275000000000001 -0.26414499999999996 -0.011224999999999999 -0.032854999999999995 -1.0000000180025095e-35 0.0074100000000000017 0.12317000000000002 -0.074014999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -4 -6 7 -3 -1 -10 -11 -12 -13 -14 -9 -16
right_child=1 6 4 -5 5 -7 -8 14 9 10 11 12 13 -15 15 -17
leaf_value=-0.0037954866044870375 0.0024046154911276357 -0.0070924973966532134 -0.0026801286258237946 0.011953202719720987 -0.00077615327492159679 0.007457233780819493 0.0033991504264617046 0.0028560317287764678 -0.0041164157401048316 0.0059634385033360392 0.0028659993817098479 -0.0047219118950154373 -3.456522065582518e-05 -0.0019808596316231359 -0.0030913509724710729 0.00039114791464197864
leaf_weight=51 61 54 67 46 46 46 59 47 64 47 79 74 2687 219 46 46
leaf_count=51 61 54 67 46 46 46 59 47 64 47 79 74 2687 219 46 46
internal_value=0 0.00126002 0.00309884 0.00651727 0.000793233 0.00333164 -0.000677713 -0.00192825 -0.000257084 -0.000199899 -0.000118935 -0.000212655 -0.000294545 -0.000181522 7.21162e-05 -0.0013412
internal_weight=0 518 266 107 159 92 252 193 3221 3170 3106 3059 2980 2906 139 92
internal_count=3739 518 266 107 159 92 252 193 3221 3170 3106 3059 2980 2906 139 92
is_linear=0
shrinkage=0.0995203


Tree=1849
num_leaves=32
num_cat=0
split_feature=19 6 3 5 0 0 0 26 4 4 4 4 5 20 21 20 5 5 9 20 21 5 1 1 26 1 20 6 1 1 9
split_gain=0.0841176 0.133047 0.316302 0.333226 0.147609 0.294413 0.258665 0.0961187 0.0642261 0.18718 0.129861 0.235901 0.155869 0.131942 0.199946 0.179258 0.123378 0.196745 0.451378 0.194603 0.263227 0.278124 0.184344 0.371088 0.323999 0.245566 0.184266 0.354396 0.162296 0.158804 0.120376
threshold=0.077805000000000027 -0.01146 0.09697500000000002 -0.015214999999999999 -0.081674999999999984 -0.087825 -0.071340000000000001 0.084785000000000013 0.079660000000000022 0.085720000000000018 0.089610000000000009 0.098515000000000019 -0.0086449999999999982 -0.060199999999999997 0.10089500000000003 -0.0064400000000000004 -0.082179999999999989 -0.068984999999999991 0.092605000000000021 -0.08323499999999999 0.091325000000000031 -0.017704999999999995 -0.080689999999999998 -0.078729999999999994 0.087575000000000028 0.067120000000000027 -0.079864999999999992 -0.082304999999999989 0.0022300000000000006 0.15756500000000004 0.093705000000000024
decision_type=2 2 2 2 2 2 2 2 2 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 4 3 -3 5 7 -6 -2 16 -10 -11 12 -12 14 -13 -15 22 18 -18 20 21 -19 24 -24 -1 28 27 -21 -25 -27 -28
right_child=1 2 -4 -5 6 -7 -8 -9 9 10 11 13 -14 15 -16 -17 17 19 -20 26 -22 -23 23 25 -26 29 30 -29 -30 -31 -32
leaf_value=9.0523517830892072e-05 -0.0020656581626223689 0.00050732548819143084 -0.0038596573184816159 0.0097253959276567149 0.0069677657160327018 -0.0078346818176680596 -0.0025580466334996759 0.00311462401664036 -0.0057300433313035746 0.0038354412985898982 -0.0017583968236848052 -0.0046382951660117215 -0.0096310211355415381 0.0050282602322847285 0.0027228882207110984 -0.000172718868864775 -0.010706434018435858 0.0067296778928406286 0.0011388966498764492 0.0010244144250721699 0.0090037212683110046 -0.001657386437338004 -0.0079635761676725442 0.0020284471654275341 0.011377663837241914 -0.0046493303233753926 0.0004899367050084537 -0.0096523254343880809 0.0086251457958833998 0.0011346939225957886 -0.0016277156387255328
leaf_weight=56 68 75 49 81 63 57 51 74 74 63 55 128 46 77 51 443 57 56 72 63 50 130 46 100 46 68 890 60 59 152 379
leaf_count=56 68 75 49 81 63 57 51 74 74 63 55 128 46 77 51 443 57 56 72 63 50 130 46 100 46 68 890 60 59 152 379
internal_value=0 0.00113478 0.00310577 0.00529888 -0.000153517 -0.00179176 0.00269904 0.000628161 -0.00023155 -0.000925423 -0.00051249 -0.000855913 -0.00535206 -0.000205085 -0.0025364 0.000595852 5.27498e-05 -0.000347469 -0.00408874 -5.0514e-05 0.00259148 0.000863351 0.00138862 0.000474642 0.00518883 0.00150097 -0.000499026 -0.0041771 0.00448143 -0.000649375 -0.000141877
internal_weight=0 518 205 156 313 199 114 142 3221 937 863 800 101 699 179 520 2284 1757 129 1628 236 186 527 425 102 379 1392 123 159 220 1269
internal_count=3739 518 205 156 313 199 114 142 3221 937 863 800 101 699 179 520 2284 1757 129 1628 236 186 527 425 102 379 1392 123 159 220 1269
is_linear=0
shrinkage=0.0995203


Tree=1850
num_leaves=10
num_cat=0
split_feature=35 4 10 10 17 7 2 10 4
split_gain=0.0677305 0.0980982 0.0885796 0.0918004 0.122103 0.0926018 0.135595 0.0738999 0.0894207
threshold=0.004000000000000001 0.15615500000000004 0.092225000000000015 0.078430000000000014 -0.56005499999999986 0.083320000000000019 -0.090394999999999989 0.084800000000000028 0.10477500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -5 -9
right_child=-2 -3 -4 7 5 -7 -8 8 -10
leaf_value=0.0049789118181713492 -0.0037919518459073784 0.0044332245176285654 0.0037748864043573526 -0.0054536932715328846 0.0018018078531662819 -0.0042433333460133761 -0.00023351264162436416 0.0019348082221364918 -0.0039581858695336572
leaf_weight=48 47 49 59 54 364 52 2964 53 49
leaf_count=48 47 49 59 54 364 52 2964 53 49
internal_value=0 9.77837e-06 -4.94943e-05 -0.00011268 -4.99424e-06 -7.60139e-05 -1.06535e-05 -0.00247376 -0.000888115
internal_weight=0 3692 3643 3584 3428 3380 3328 156 102
internal_count=3739 3692 3643 3584 3428 3380 3328 156 102
is_linear=0
shrinkage=0.0995203


Tree=1851
num_leaves=29
num_cat=0
split_feature=2 2 21 21 3 3 9 3 3 2 1 5 5 5 3 3 2 6 6 3 3 2 8 1 8 6 6 6
split_gain=0.0606158 0.213186 0.188132 0.211622 0.185808 0.439837 0.394796 0.213922 0.407891 0.157091 0.151408 0.154547 0.0912548 0.354603 0.194982 0.279871 0.337282 0.307169 0.196188 0.145971 0.171408 0.112819 0.382673 0.235038 0.220913 0.175363 0.313435 0.201281
threshold=-0.081204999999999986 -0.081604999999999997 0.10384500000000002 0.10940500000000002 0.10089500000000003 0.095630000000000021 0.089435000000000028 0.092835000000000015 0.091715000000000033 -0.080874999999999989 -0.0327 0.62720500000000012 0.0047850000000000011 -0.0033300000000000001 0.11926500000000002 0.10871500000000002 -0.073884999999999992 0.090460000000000026 -0.049814999999999991 0.12651000000000004 0.14058000000000004 -0.069459999999999994 -0.084044999999999995 -0.078509999999999983 -0.075129999999999988 -0.0048649999999999995 0.086655000000000024 -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
left_child=1 2 4 -4 5 7 -6 8 -1 -2 11 -8 13 21 15 16 -14 -18 -17 -16 -21 22 23 -11 -24 27 -27 -23
right_child=9 -3 3 -5 6 -7 10 -9 -10 12 -12 -13 14 -15 19 18 17 -19 -20 20 -22 25 24 -25 -26 26 -28 -29
leaf_value=-0.00017462285300794042 -0.0052868705363719485 0.0060010067086951006 0.0091413604336115714 0.00082454612917951214 -0.0095139110691694999 0.0090520284631617418 -0.0064725454379871115 -0.0066322647615761126 0.0092962556701494167 0.0035721190580688508 0.0032291960388270164 0.0011905716222299623 -0.0062516047344014633 0.0082643157622448605 0.0059690922834454881 -0.002756765765645736 -0.0016506557943378086 0.0059241850758751172 -0.011879603401299465 -0.0043512021161358928 0.0028735303618596633 -0.00077161716657781995 0.0066738119137237702 -0.0037913638820287611 0.00106484665017883 -0.0097501756120714714 -0.00079347263068815408 0.0041999408452825099
leaf_weight=1077 63 65 47 86 62 55 53 47 47 57 72 51 90 52 51 48 157 80 46 58 74 568 123 173 161 56 126 94
leaf_count=1077 63 65 47 86 62 55 53 47 47 57 72 51 90 52 51 48 157 80 46 58 74 568 123 173 161 56 126 94
internal_value=0 0.000413702 0.000185778 0.00376973 -0.000139254 0.000354145 -0.00268432 -5.36816e-05 0.000220673 -0.000392657 -0.000273787 -0.0027068 -0.000239154 0.000198792 -0.00126287 -0.00244249 -0.0010638 0.000902799 -0.00722985 0.00144642 -0.000294772 -0.000109447 0.00105222 -0.00196294 0.00349696 -0.00081788 -0.00355388 -6.44491e-05
internal_weight=0 1662 1597 133 1464 1226 238 1171 1124 2077 176 104 2014 1410 604 421 327 237 94 183 132 1358 514 230 284 844 182 662
internal_count=3739 1662 1597 133 1464 1226 238 1171 1124 2077 176 104 2014 1410 604 421 327 237 94 183 132 1358 514 230 284 844 182 662
is_linear=0
shrinkage=0.0995203


Tree=1852
num_leaves=12
num_cat=0
split_feature=18 26 27 11 4 8 4 8 6 4 4
split_gain=0.121839 0.156152 0.091048 0.0587564 0.181998 0.188768 0.137251 0.0835925 0.151472 0.0695141 0.203325
threshold=0.15891500000000006 0.086645000000000014 -0.086859999999999993 -0.075149999999999981 0.13279000000000005 -0.071594999999999992 0.12028000000000003 -0.15368499999999999 -0.14213999999999999 0.11670500000000002 0.11338500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 6 -6 9 -4 -9 10 -5
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 -12
leaf_value=-0.0030490491981720281 0.00084183882554750972 -0.0055737254735720365 0.0022839872425624193 0.00041443616230208834 0.0012588411467117273 0.0091000128094265807 -0.0040242653006447547 -0.0067982309438075735 -5.418307944822398e-05 0.004211529539684877 -0.006113086118327552
leaf_weight=81 69 82 46 3026 87 47 72 53 88 46 48
leaf_count=81 69 82 46 3026 87 47 72 53 88 46 48
internal_value=0 -0.00263669 0.000248764 0.000325035 0.000421731 0.00401521 0.00027062 -0.00139043 -0.00259499 0.000369996 0.000312244
internal_weight=0 151 3594 3513 3326 134 3192 187 141 3120 3074
internal_count=3745 151 3594 3513 3326 134 3192 187 141 3120 3074
is_linear=0
shrinkage=0.0995203


Tree=1853
num_leaves=11
num_cat=0
split_feature=18 26 27 19 21 3 3 3 21 26
split_gain=0.098754 0.126657 0.0738312 0.0572188 0.0700016 0.120591 0.309938 0.27632 0.164253 0.0912814
threshold=0.15891500000000006 0.086645000000000014 -0.086859999999999993 -0.050215000000000003 0.13922500000000004 0.12015500000000003 0.12551500000000002 0.11721500000000003 -0.088829999999999992 -0.019129999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 7 -7 8 -5 -8
right_child=1 -3 3 4 -6 6 9 -9 -10 -11
leaf_value=-0.0027456072479611709 0.00075805869465416713 -0.0050190268540229455 -0.0022721656903061413 0.0041500485050942251 0.0030955215083624658 -0.006900370469104476 -0.0027020774897492635 0.0066698277318533823 0.00019409390859900138 0.0012546909120222391
leaf_weight=81 69 82 84 108 90 80 81 70 2799 201
leaf_count=81 69 82 84 108 90 80 81 70 2799 201
internal_value=0 -0.00237375 0.000223984 0.000292687 0.000355757 0.000281664 -0.00143289 0.000490427 0.000341346 0.000115269
internal_weight=0 151 3594 3513 3429 3339 362 2977 2907 282
internal_count=3745 151 3594 3513 3429 3339 362 2977 2907 282
is_linear=0
shrinkage=0.0995203


Tree=1854
num_leaves=14
num_cat=0
split_feature=18 9 27 0 5 5 26 26 0 11 5 4 27
split_gain=0.0800409 0.119849 0.0598714 0.0500736 0.249631 0.265522 0.20148 0.224197 0.148292 0.12831 0.218091 0.149336 0.0855118
threshold=0.15891500000000006 0.089645000000000016 -0.086859999999999993 -0.10806499999999999 -0.000475 -0.01504 0.088875000000000023 1.0000000180025095e-35 -0.1021 -0.076244999999999993 -0.071539999999999992 0.13630500000000004 0.098095000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -4 -5 10 -10 12 -11
right_child=1 -3 3 8 -6 -7 -8 -9 9 11 -12 -13 -14
leaf_value=-0.0024723636675705969 0.00095063579188978922 -0.0046764377783184369 0.0011796790035682012 -0.0051293969586469765 0.0068561625327066599 -0.0063884184667352276 0.0056646175052137947 -0.0050660682128749138 -0.0059013896671314186 0.00013157448347617885 0.0016140292814156468 0.0046370041721566484 0.0040989703366415518
leaf_weight=81 68 83 378 53 66 52 80 67 87 2529 68 78 55
leaf_count=81 68 83 378 53 66 52 80 67 87 2529 68 78 55
internal_value=0 -0.00213697 0.000201693 0.000263582 0.0010575 0.000392799 0.00106602 0.000237468 8.54269e-05 0.000183831 -0.00259902 0.000346176 0.000216337
internal_weight=0 151 3594 3513 643 577 525 445 2870 2817 155 2662 2584
internal_count=3745 151 3594 3513 643 577 525 445 2870 2817 155 2662 2584
is_linear=0
shrinkage=0.0995203


Tree=1855
num_leaves=12
num_cat=0
split_feature=18 5 22 21 9 9 9 29 9 3 3
split_gain=0.064872 0.119939 0.0517854 0.0734766 0.0634724 0.110406 0.107996 0.198186 0.136406 0.0659773 0.0399702
threshold=0.15891500000000006 -0.026719999999999997 0.11738500000000003 0.13922500000000004 0.12188500000000002 0.14805500000000002 0.11296000000000002 0.11485000000000002 0.11640000000000002 0.11868500000000003 0.12131500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 9 -8 -1 -4
right_child=1 -3 10 -5 5 -7 8 -9 -10 -11 -12
leaf_value=0.00025832553203087406 0.0011243889791152538 -0.0044986468856385714 -8.403414871720771e-06 0.0037884122198746399 0.0059829311124167664 -0.00043862172199337198 -0.0068643821073721785 0.0064900945058566388 0.0004397948489721154 -0.0012898049446636263 -0.004131639425293876
leaf_weight=2886 69 82 46 57 50 56 49 49 52 301 48
leaf_count=2886 69 82 46 57 50 56 49 49 52 301 48
internal_value=0 -0.00192376 0.000181643 0.000243762 0.000184842 0.00258269 0.000108428 0.000208687 -0.00309571 0.000111854 -0.0021226
internal_weight=0 151 3594 3500 3443 106 3337 3236 101 3187 94
internal_count=3745 151 3594 3500 3443 106 3337 3236 101 3187 94
is_linear=0
shrinkage=0.0995203


Tree=1856
num_leaves=24
num_cat=0
split_feature=9 2 1 20 2 21 1 9 30 1 4 17 26 3 19 3 26 9 20 26 17 26 30
split_gain=0.100866 0.233582 0.136579 0.150039 0.247749 0.216544 0.30841 0.203036 0.154748 0.105707 0.227899 0.105392 0.0995693 0.134804 0.169817 0.300278 0.127519 0.227918 0.12939 0.12317 0.100488 0.091139 0.0773012
threshold=0.079525000000000026 -0.083974999999999994 -0.49837999999999999 -0.08231999999999999 0.094050000000000022 0.10168500000000003 -0.15528499999999998 -0.035004999999999994 0.10262000000000003 0.49737500000000007 0.11660000000000002 -0.12647999999999998 -0.042444999999999997 0.10293500000000001 0.0069650000000000016 0.10556500000000002 0.083400000000000016 0.084115000000000009 -0.0084199999999999987 -0.09071499999999999 0.024055000000000003 -0.14033499999999999 0.084020000000000025
decision_type=2 2 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 4 22 6 -5 -7 -8 10 12 -3 19 16 15 -15 18 -18 -14 20 21 -2 -4
right_child=9 2 3 5 -6 7 8 -9 -10 -11 -12 -13 13 14 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0066959386498152357 -0.0035992193926865168 0.00063898477970040981 -0.0073808263880895102 0.010434028906702843 0.0030281569491481968 0.0019962369154923206 0.002635537320498758 -0.0051343088168576767 -0.0026959909741882267 0.0037039845301270425 -0.0071842312953467255 -0.005523108383776178 -0.0010251453786067123 0.0095032493017368318 -0.0024731112538868656 0.0012753712556559189 -0.0039391678071699189 -0.00028572341302522707 0.0042872243372116701 -0.005835086440718458 0.0028709188790039448 0.0015793533541638323 -0.0018638671369418413
leaf_weight=64 117 49 54 46 66 79 369 79 63 64 48 62 78 51 87 320 190 1546 108 65 53 47 48
leaf_count=64 117 49 54 46 66 79 369 79 63 64 48 62 78 51 87 320 190 1546 108 65 53 47 48
internal_value=0 0.000882502 0.000474984 0.000927529 -0.00171531 0.00162692 0.00268333 -0.00156386 0.00185613 -0.000292457 -0.00038714 -0.00279553 -0.000264271 -5.44064e-05 0.00147953 0.00240863 -0.000420359 -0.000686054 0.00205506 -0.00203256 -0.000889784 -0.00211012 -0.00479264
internal_weight=0 979 915 804 168 636 478 158 432 2774 2710 111 2662 2380 458 371 1922 1736 186 282 217 164 102
internal_count=3753 979 915 804 168 636 478 158 432 2774 2710 111 2662 2380 458 371 1922 1736 186 282 217 164 102
is_linear=0
shrinkage=0.0995203


Tree=1857
num_leaves=31
num_cat=0
split_feature=9 9 2 2 9 18 8 2 17 5 17 29 5 3 8 3 17 9 2 8 19 5 26 8 26 17 2 17 17 18
split_gain=0.0823349 0.221594 0.115267 0.211031 0.981414 0.206517 0.186471 0.332529 0.171203 0.33424 0.174169 0.156009 0.154118 0.146139 0.121205 0.114656 0.079902 0.226377 0.706889 0.199381 0.378301 0.28368 0.208358 0.372516 0.293136 0.18433 0.428353 0.243015 0.193708 0.0643529
threshold=0.085335000000000022 0.085665000000000033 -0.087444999999999995 -0.085374999999999993 0.084115000000000009 -0.091594999999999996 -0.085814999999999989 -0.15544499999999997 -0.095109999999999986 0.12043500000000003 -0.085229999999999986 -0.084014999999999992 0.0043900000000000015 0.10792500000000002 -0.084794999999999995 0.08544000000000003 -0.07107999999999999 0.086635000000000031 -0.08237499999999999 -0.083390000000000006 0.0069650000000000016 0.23932500000000004 0.095150000000000026 -0.062834999999999988 0.092385000000000023 -0.040589999999999994 -0.081055000000000002 -0.022884999999999999 -0.012064999999999999 -0.117225
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -7 -8 9 14 -10 -12 -13 29 -5 -6 19 18 -18 21 22 -3 24 -24 -21 26 -19 -27 -29 -11
right_child=1 16 3 8 15 6 7 -9 10 13 11 12 -14 -15 -16 -17 17 25 -20 20 -22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0023791783636317359 -0.005557748565187909 0.0082197175969196904 -0.010565440608665311 -0.002562414976415359 0.0075946168572829454 0.0004534608162841878 0.00091533926187929487 0.012335147842721101 0.0060701391255722822 -0.0039213897021960296 -0.0040897325600700368 0.0017605892863752708 -0.0029823272810628031 0.0049328661301046659 -0.0097057412139475059 0.00058469166423524399 -0.014023096115639268 0.0018445803963648391 0.0030497538164930933 0.00071928086729194213 -0.0078238703353943635 -0.001255372472937099 0.01137909924372103 -0.000902293651011867 -0.0070885359876888872 0.0056839839294670364 -0.010514615939073439 -0.0065355666829661442 -2.5416762093654343e-06 0.0013061398052132641
leaf_weight=61 79 74 87 46 47 72 47 55 71 46 57 702 75 63 49 46 47 57 49 403 57 54 46 52 54 72 54 47 1037 47
leaf_count=61 79 74 87 46 47 72 47 55 71 46 57 702 75 63 49 46 47 57 49 403 57 54 46 52 54 72 54 47 1037 47
internal_value=0 -0.000382878 0.000561991 0.0002038 -0.00296507 0.00259486 0.00434334 0.00708111 0.000697932 -0.00160031 0.00133625 0.000932262 0.00130173 0.00122933 -0.00625549 0.00413615 -0.000188093 -0.000640394 -0.0053003 0.000643892 -0.000101883 0.00421602 0.000689712 0.00485409 -0.000201515 -0.000286669 -0.00416063 8.4604e-05 -0.000286556 -0.00127072
internal_weight=0 2182 1571 1336 180 235 174 102 1156 251 905 834 777 156 95 93 2103 1363 96 740 612 128 555 98 457 1267 111 1156 1084 93
internal_count=3753 2182 1571 1336 180 235 174 102 1156 251 905 834 777 156 95 93 2103 1363 96 740 612 128 555 98 457 1267 111 1156 1084 93
is_linear=0
shrinkage=0.0995203


Tree=1858
num_leaves=19
num_cat=0
split_feature=9 2 20 2 29 18 18 2 9 2 27 26 9 26 18 26 26 21
split_gain=0.0684396 0.178394 0.08147 0.187799 0.158629 0.122651 0.173962 0.10995 0.361115 0.255644 0.0786926 0.0837704 0.174873 0.0867347 0.519684 0.115785 0.102543 0.0732903
threshold=0.079525000000000026 -0.083974999999999994 -0.08231999999999999 0.094050000000000022 -0.07594999999999999 0.10189500000000003 0.089365000000000014 0.094050000000000022 -0.0060949999999999997 0.10274500000000002 0.096090000000000023 0.12086000000000002 0.11296000000000002 0.11326500000000002 0.089505000000000015 0.10812000000000002 0.10393000000000002 0.10940500000000002
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 8 -4 -9 11 13 -13 15 -15 16 17 -2
right_child=10 2 5 -5 -6 -7 -8 9 -10 -11 -12 12 -14 14 -16 -17 -18 -19
leaf_value=0.0058072230445183363 -0.00016861227355001354 -0.00082158341219126915 0.00067091059330346835 0.0023794359800385296 -0.008380785384109116 -0.0026314301212081496 0.0072274476899953366 -0.007079114266363048 0.0099164134913482735 0.00081898135129483554 0.0030049192380552556 0.0051991672509461295 -0.001173686814034341 -0.010635502558796729 0.001915340793213049 0.0040983519372060559 -0.0050939385875774209 -0.0021328421433568692
leaf_weight=64 2083 65 258 75 48 88 46 49 50 236 72 80 91 53 85 57 46 207
leaf_count=64 2083 65 258 75 48 88 46 49 50 236 72 80 91 53 85 57 46 207
internal_value=0 0.000726735 0.000370484 -0.00147459 -0.00403982 0.000848741 0.00132929 0.000870383 0.00217446 -0.000536065 -0.000241106 -0.000327906 0.00180298 -0.000472197 -0.00289898 -0.000331906 -0.000440358 -0.000346522
internal_weight=0 979 915 188 113 727 639 593 308 285 2774 2702 171 2531 138 2393 2336 2290
internal_count=3753 979 915 188 113 727 639 593 308 285 2774 2702 171 2531 138 2393 2336 2290
is_linear=0
shrinkage=0.0995203


Tree=1859
num_leaves=14
num_cat=0
split_feature=0 3 17 4 5 5 30 4 8 8 0 0 4
split_gain=0.0600791 0.216844 0.194541 0.212329 0.254485 0.205029 0.0869176 0.225011 0.103868 0.113408 0.117178 0.129617 0.114334
threshold=-0.15137999999999999 0.086605000000000029 0.23832000000000006 0.088720000000000021 -0.16926499999999997 -0.53715999999999997 0.096655000000000033 0.13881500000000005 -0.51030999999999993 -0.44475499999999996 -0.14731999999999998 -0.142265 0.13584500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 8 -8 -2 -10 -11 -12 -13
right_child=6 2 -4 4 -6 -7 7 -9 9 10 11 12 -14
leaf_value=0.0060787251625579117 0.0044324673928542247 -0.0071573730259397979 0.005686035902867064 0.0014032483569537295 0.0063868585714950306 -0.0069110760408562094 0.0059876482693126815 -0.0027767831991843354 -0.0049826770775744916 -0.0048021570527454335 0.0050053581082620691 -0.00030194774464541537 0.0036058053315823147
leaf_weight=73 47 48 48 69 49 51 73 48 50 54 48 3019 76
leaf_count=73 47 48 48 69 49 51 73 48 50 54 48 3019 76
internal_value=0 0.00127591 -4.40439e-05 -0.0013153 0.000339144 -0.00212352 -0.000115015 0.00250408 -0.000211472 -0.000278944 -0.000205123 -0.000125881 -0.000205725
internal_weight=0 338 265 217 169 120 3415 121 3294 3247 3197 3143 3095
internal_count=3753 338 265 217 169 120 3415 121 3294 3247 3197 3143 3095
is_linear=0
shrinkage=0.0995203


Tree=1860
num_leaves=14
num_cat=0
split_feature=2 2 21 3 5 5 2 38 4 3 24 2 0
split_gain=0.0628638 0.0849272 0.364699 0.0753814 0.186041 0.226661 0.17694 0.303428 0.113904 0.105697 0.0724276 0.0628444 0.0733551
threshold=0.50951500000000005 0.25779000000000007 0.094920000000000018 0.083875000000000019 0.066815000000000027 -0.0033300000000000001 -0.087359999999999993 -0.072014999999999996 0.077235000000000012 0.084235000000000018 0.083550000000000027 -0.24206999999999998 0.12433000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 8 -8 -1 -5 11 -11 -13
right_child=-2 2 -4 9 -6 -7 7 -9 -10 10 -12 12 -14
leaf_value=0.0052121098703959527 0.0032661917329212631 0.0011373227838330155 -0.0097699922669987043 0.0040355494776928933 -0.0070936592392160051 0.0058729520508023344 0.0018734275620720057 -0.0069906522383901661 -0.0013980443942000816 -0.0036300313052071054 0.0039176399863939896 -4.4196057772046297e-05 0.0029733167151109415
leaf_weight=47 55 89 46 67 49 47 61 102 57 47 47 2953 82
leaf_count=47 55 89 46 67 49 47 61 102 57 47 47 2953 82
internal_value=0 -0.000123012 -0.00257318 -2.98425e-05 -0.00138906 -0.000496244 -0.00162048 -0.0036684 0.00158137 0.000124281 4.02685e-05 -1.85952e-05 3.70618e-05
internal_weight=0 3694 135 3559 363 314 267 163 104 3196 3129 3082 3035
internal_count=3749 3694 135 3559 363 314 267 163 104 3196 3129 3082 3035
is_linear=0
shrinkage=0.0995203


Tree=1861
num_leaves=15
num_cat=0
split_feature=9 4 0 0 1 20 4 0 3 20 3 30 6 4
split_gain=0.0528662 0.0865229 0.144715 0.13302 0.122498 0.0907033 0.0808082 0.0921924 0.51791 0.100071 0.11406 0.0735133 0.0891702 0.0729731
threshold=-0.22988499999999998 0.11509500000000002 -0.092939999999999995 -0.15034 0.51334500000000016 0.16248000000000004 0.11219500000000003 -0.22163999999999998 0.090995000000000006 0.096815000000000026 0.14530500000000005 0.094680000000000028 -0.072834999999999997 0.13831000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 5 3 -3 11 6 7 8 -2 10 -9 12 -4 -1
right_child=1 2 4 -5 -6 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.00055234575113542023 0.0028217115588751152 0 0.0031089181176785236 -0.0064147106714987322 0.0043917149282022084 0.0037407501720084068 0.0040986169132356549 2.613754747131293e-05 -0.0096363268729627131 -0.0033373865280707507 0.0048680193606884499 -0.004242180051547452 -0.0027485725407166597 0.0049803729032929867
leaf_weight=46 75 50 53 89 49 64 46 2930 59 86 49 55 50 48
leaf_count=46 75 50 53 89 49 64 46 2930 59 86 49 55 50 48
internal_value=0 -0.00012588 -0.00162334 -0.00410716 4.05776e-05 3.04526e-05 -4.24721e-05 -0.000102275 -0.00265744 9.16829e-06 0.000106054 -0.00130365 0.000257528 0.00226416
internal_weight=0 3655 346 139 207 3309 3245 3199 134 3065 2979 158 103 94
internal_count=3749 3655 346 139 207 3309 3245 3199 134 3065 2979 158 103 94
is_linear=0
shrinkage=0.0995203


Tree=1862
num_leaves=9
num_cat=0
split_feature=18 2 11 11 9 4 4 3
split_gain=0.0511539 0.0632222 0.066574 0.130981 0.124113 0.140201 0.168236 0.121496
threshold=-0.47082499999999999 -0.24206999999999998 -0.16269500000000001 -0.085754999999999984 -0.26414499999999996 0.11509500000000002 0.12498500000000003 -0.0043349999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 -6
right_child=1 2 3 4 5 6 -8 -9
leaf_value=0.00313479724268726 -0.003652917409457885 0.0026343344687471733 -0.0042644925292335363 0.0047007144513148353 0.004797943390846696 -0.0060313460065673022 -0.00057975472687759309 -6.9829618134356767e-06
leaf_weight=49 49 89 74 54 53 83 174 3124
leaf_count=49 49 89 74 54 53 83 174 3124
internal_value=0 -0.000101647 -5.37608e-05 -0.000121155 -3.30172e-05 -0.000107694 -0.00234357 7.29172e-05
internal_weight=0 3700 3651 3562 3488 3434 257 3177
internal_count=3749 3700 3651 3562 3488 3434 257 3177
is_linear=0
shrinkage=0.0995203


Tree=1863
num_leaves=15
num_cat=0
split_feature=18 0 21 9 8 8 3 8 8 10 0 8 23 30
split_gain=0.0414804 0.0457368 0.152953 0.128594 0.126248 0.193031 0.104914 0.188253 0.186865 0.123589 0.0821585 0.136576 0.07446 0.0799694
threshold=-0.47082499999999999 -0.0033699999999999997 0.095695000000000016 -0.22988499999999998 -0.16443499999999997 -0.42187000000000002 0.11604000000000002 -0.084554999999999991 -0.011315 0.086165000000000019 -0.044789999999999996 0.0017700000000000003 0.086085000000000023 0.084540000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 6 -2 5 -5 7 -3 -9 -10 12 -12 13 -6
right_child=1 2 -4 4 10 -7 -8 8 9 -11 11 -13 -14 -15
leaf_value=0.0028228215304794361 0.0046324223405280474 0.0057803056139872199 -0.0060297977951791456 0.00080872904942364432 2.9877891083215325e-05 -0.00635054891342407 -0.004469376505769113 -0.0060463493120834072 0.0024763990601667503 -0.0032694154071241394 0.0052955756557914804 -0.0015098137707913475 0.0038238103050829827 -0.0023749104563737223
leaf_weight=49 59 53 54 72 2791 77 51 52 123 53 74 48 49 144
leaf_count=49 59 53 54 72 2791 77 51 52 123 53 74 48 49 144
internal_value=0 -9.15528e-05 -0.00111685 2.76217e-05 -5.55933e-05 -0.00288554 -0.000315284 0.000435749 -0.000803037 0.000741474 7.99004e-05 0.00261134 -2.33223e-05 -8.78294e-05
internal_weight=0 3700 386 3314 3255 149 332 281 228 176 3106 122 2984 2935
internal_count=3749 3700 386 3314 3255 149 332 281 228 176 3106 122 2984 2935
is_linear=0
shrinkage=0.0995203


Tree=1864
num_leaves=27
num_cat=0
split_feature=0 0 19 0 26 26 0 5 0 8 19 19 0 1 17 17 21 8 26 8 0 0 20 1 0 26
split_gain=0.0911707 0.187994 0.223984 0.161033 0.101935 0.103915 0.101163 0.278276 0.153369 0.135194 0.123973 0.170041 0.0915966 0.0908831 0.189582 0.19975 0.176331 0.209463 0.243386 0.188332 0.169437 0.149793 0.0821382 0.0666675 0.0597927 0.0552561
threshold=-0.071029999999999996 -0.069569999999999993 -0.031244999999999998 -0.073464999999999989 -0.086635000000000004 -0.396395 -0.076439999999999994 -0.0096449999999999991 -0.077945 -0.076924999999999993 0.11896000000000002 0.11183000000000003 -0.072274999999999992 -0.06921999999999999 -0.049834999999999997 -0.10811499999999999 0.11678500000000003 -0.071594999999999992 0.085945000000000021 0.10528000000000003 -0.0033699999999999997 0.12433000000000002 -0.079225000000000004 -0.0017949999999999999 -0.052884999999999995 0.056820000000000016
decision_type=2 2 2 2 2 2 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 8 -8 10 -10 11 -6 -5 14 15 21 17 18 -15 -19 -16 -4 -7 -24 -18 -22
right_child=1 2 13 12 6 22 7 -9 9 -11 -12 -13 -14 16 20 -17 24 19 -20 -21 25 -23 23 -25 -26 -27
leaf_value=0.0027046370296422541 -0.0058506587521117157 0.0062049028077055691 -0.0017771303807077891 0.0073463435882198495 0.00052696802356877947 -0.00027031420612509211 0.0022598529825098961 -0.0069856311598688152 0.0083198657872001654 0.00074845077837413869 -0.0031630540822997072 0.0062908827165896507 0.0013872792138140105 -0.002389270154419359 0.0068616203486397877 -0.0071532048259019855 0.0046331495619158633 0.0012143616255862321 -0.01150063397368032 -0.0053501316215913254 -0.0015530574913973003 0.004022882404930911 -0.0019900377032791368 -0.006793330655971405 -0.0003244914525781477 0.0028992447365495753
leaf_weight=46 64 50 147 51 2069 91 67 62 48 46 87 52 52 72 66 48 46 138 49 63 60 63 61 55 50 51
leaf_count=46 64 50 147 51 2069 91 67 62 48 46 87 52 52 72 66 48 46 138 49 63 60 63 61 55 50 51
internal_value=0 -0.000637804 -0.000267436 0.000483513 0.000334989 -0.00156533 0.000533097 -0.00217737 0.000685342 0.00462342 0.000517318 0.000668667 0.00434583 -0.000647783 0.000357646 -0.00136105 -0.00169606 -0.00281321 -0.00608576 -0.000839094 0.00286749 -3.32278e-05 -0.00251817 -0.00427452 0.00204252 0.00048522
internal_weight=0 967 903 2787 2684 253 2431 129 2302 94 2208 2121 103 853 435 258 418 322 121 201 177 210 207 116 96 111
internal_count=3754 967 903 2787 2684 253 2431 129 2302 94 2208 2121 103 853 435 258 418 322 121 201 177 210 207 116 96 111
is_linear=0
shrinkage=0.0995203


Tree=1865
num_leaves=26
num_cat=0
split_feature=0 0 0 18 0 5 6 5 27 8 21 6 2 2 2 9 2 20 21 17 0 6 8 17 2
split_gain=0.0739508 0.171566 0.18733 0.14533 0.130626 0.130055 0.125761 0.257752 0.131354 0.123348 0.157775 0.114167 0.0964253 0.282193 0.222871 0.163978 0.267619 0.227256 0.154857 0.147864 0.289681 0.219307 0.212753 0.176402 0.0509666
threshold=-0.071029999999999996 -0.067345000000000002 -0.063914999999999986 -0.077164999999999997 -0.073464999999999989 0.0029100000000000007 -0.07664 -0.11065499999999999 0.08427500000000003 -0.42441999999999996 0.10254500000000003 0.091495000000000007 -0.085599999999999996 -0.086050000000000001 -0.086414999999999992 0.083795000000000022 -0.088554999999999995 -0.049389999999999996 -0.088829999999999992 -0.087770000000000001 -0.13955999999999999 0.11596500000000003 -0.084915000000000004 -0.0062099999999999994 -0.032624999999999994
decision_type=2 2 2 2 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 12 -3 7 24 9 -8 -11 -6 13 14 15 16 -1 -17 -14 20 -20 23 -22 -21 -4
right_child=1 2 6 -5 11 -7 8 -9 -10 10 -12 -13 18 -15 -16 17 -18 -19 19 21 22 -23 -24 -25 -26
leaf_value=-0.00016466730065736336 0.00022153964439506005 0.0075903038325004077 0.0020824839188774594 -0.00669582708748562 0.006950166912158876 0.00023893202544745797 -0.0041848078032424392 -0.0085871602727428109 -0.0044598347631318348 0.002068995234858964 -0.0021558980263859796 0.00027929547898042953 0.0058765273595931776 -0.0072078594176590146 0.0063774838848647064 -0.0023737146433238376 -0.0087528025865801669 0.0020710624465748902 -0.0081301857686747279 0.0022410426139690995 0.003547080602620537 0.0060700756016529517 -0.0021596489692517241 -9.0254532427966685e-05 -0.002323428701570211
leaf_weight=95 49 50 51 77 56 46 49 55 57 365 115 47 55 60 49 188 58 289 53 472 101 78 180 1006 53
leaf_count=95 49 50 51 77 56 46 49 55 57 365 115 47 55 60 49 188 58 289 53 472 101 78 180 1006 53
internal_value=0 -0.000574414 -6.03263e-05 -0.00399924 0.000435452 0.0040763 -0.000594467 -0.00307691 7.77006e-05 0.00056817 0.00105508 0.00391413 0.00030165 -0.000665523 -8.62013e-05 -0.000590232 -0.00342565 0.000317526 0.000669547 0.000517588 -0.00138138 0.000925734 -0.000105562 0.000653692 -0.000154966
internal_weight=0 967 841 126 2787 96 745 159 586 529 480 103 2684 739 679 630 153 477 1945 1890 334 1556 281 1478 104
internal_count=3754 967 841 126 2787 96 745 159 586 529 480 103 2684 739 679 630 153 477 1945 1890 334 1556 281 1478 104
is_linear=0
shrinkage=0.0995203


Tree=1866
num_leaves=27
num_cat=0
split_feature=0 3 1 0 1 3 1 1 9 0 0 8 2 2 20 8 1 27 12 18 21 9 3 5 5 5
split_gain=0.0599666 0.157917 0.284174 0.276828 0.202204 0.352653 0.233262 0.311349 0.178562 0.139057 0.151978 0.133567 0.132792 0.314712 0.160482 0.441029 0.256147 0.113429 0.111395 0.124919 0.413854 0.591963 0.165723 0.183279 0.142914 0.105397
threshold=-0.071029999999999996 0.099950000000000025 -0.018369999999999997 -0.100285 -0.0032650000000000001 0.10426500000000002 0.031740000000000011 0.11120500000000003 0.10892000000000003 -0.067345000000000002 -0.063914999999999986 -0.064619999999999997 -0.14264999999999997 -0.098809999999999995 -0.0093149999999999986 -0.052214999999999998 0.0065600000000000007 0.079415000000000027 -0.0091799999999999989 0.086510000000000017 0.095695000000000016 0.092855000000000021 0.10920500000000002 0.073820000000000011 0.06136500000000001 0.0029100000000000007
decision_type=2 2 2 2 2 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 -4 -6 -7 -8 12 11 25 -2 17 -14 16 -16 -15 -1 -12 22 21 -21 23 -20 -24 -11
right_child=9 2 4 -5 5 6 7 -9 -10 10 18 -13 13 14 15 -17 -18 -19 19 20 -22 -23 24 -25 -26 -27
leaf_value=-0.0065504075180802691 -0.00039780607851559242 0.0011752964526070776 -0.004519794234464301 0.011278591122733182 0.0078811551651331128 0.0069286635521383626 -0.0072666798932207646 0.00077785461953125857 -0.005193511830147878 0.0068349154885954623 -0.0051226598092714223 -0.0068934861823317052 0.006518872910154145 -0.00018409324560644938 6.8949573479003468e-05 0.0060156135135112591 -0.0050370193751597767 0.00011156487999549733 -0.0062253513631476192 0.014238120009001789 -0.0039487471574635117 0 0.0040095130929516925 -0.00067687840275680252 -0.00096796882789059802 0.00021515381138216644
leaf_weight=53 64 52 62 56 73 47 57 290 64 50 49 62 78 520 1112 139 136 48 98 47 74 75 87 149 166 46
leaf_count=53 64 52 62 56 73 47 57 290 64 50 49 62 78 520 1112 139 136 48 98 47 74 75 87 149 166 46
internal_value=0 0.000392115 0.00176841 0.00642162 0.000816865 0.00152713 0.000347777 -0.000541224 -1.52705e-05 -0.000517248 -5.43226e-05 -0.00360059 0.000143209 0.000322696 6.88309e-05 0.000730345 -0.00119144 -0.00337622 -0.000535524 -0.000211403 0.00191662 0.00548102 -0.00104723 -0.00288161 0.00074042 0.00367148
internal_weight=0 2787 637 108 529 467 394 347 2150 967 841 126 2086 1985 1907 1251 656 101 745 696 196 122 500 247 253 96
internal_count=3754 2787 637 108 529 467 394 347 2150 967 841 126 2086 1985 1907 1251 656 101 745 696 196 122 500 247 253 96
is_linear=0
shrinkage=0.0995203


Tree=1867
num_leaves=25
num_cat=0
split_feature=2 2 1 20 2 2 5 3 20 5 26 5 9 26 26 26 9 5 9 26 26 0 26 1
split_gain=0.0551045 0.187855 0.286628 0.326109 0.129368 0.239081 0.112226 0.222836 0.328496 0.184614 0.178292 0.215916 0.140641 0.0967401 0.20934 0.12663 0.473736 0.376616 0.441326 0.222584 0.325289 0.148324 0.136029 0.051756
threshold=-0.083204999999999987 -0.082294999999999993 -0.081224999999999992 -0.080384999999999998 -0.082025000000000001 -0.081734999999999988 -0.093384999999999982 0.087825000000000028 -0.009049999999999999 -0.10894 0.098495000000000013 0.0053250000000000016 0.097365000000000021 0.11023000000000002 0.097505000000000022 0.088325000000000028 0.088825000000000029 -0.011514999999999999 0.086375000000000021 0.08709500000000002 0.085945000000000021 -0.084154999999999994 0.08488500000000003 -0.085014999999999993
decision_type=2 2 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 -2 -4 -3 -6 7 8 -7 -9 11 -8 -12 14 15 19 17 -17 -19 20 22 -21 -1 -22
right_child=1 4 3 -5 5 6 10 9 -10 -11 12 -13 -14 -15 -16 16 -18 18 -20 21 23 -23 -24 -25
leaf_value=-0.00036204596335731245 0.0096369771246840822 -0.0039517815007390506 0.0062038597810444244 -0.0054620005702320966 0.0073569109922553147 -0.011137395012016306 0.002517987056033837 -0.00056418909789671145 -0.0011453499078388899 0.005247313029481033 -0.0037222083973773266 -0.00026678959847786999 0.00032427427212682736 -0.0048609601420728068 0.0062320543289775387 0.00096271585143508601 0.0042638442155206709 -0.016061636066197631 -0.0034619216548848822 0.0069174411096332728 -0.0037124097620065085 -0.00030059083523408284 0.0035422919451365492 -0.0084791189844499824
leaf_weight=661 54 72 49 46 47 47 626 481 107 61 140 492 216 46 48 62 73 47 67 72 46 46 102 46
leaf_count=661 54 72 49 46 47 47 626 481 107 61 140 492 216 46 48 62 73 47 67 72 46 46 102 46
internal_value=0 0.000422222 0.00384654 0.00054651 0.000198962 0.000334133 0.000181649 -0.000859365 -0.00420019 8.8363e-05 0.000673755 0.00129175 -0.00126474 -0.000376719 -0.000213653 -0.000467509 -0.0024702 -0.00526794 -0.00866373 4.41559e-05 -0.000514185 0.0040967 0.000158824 -0.00610467
internal_weight=0 2438 149 95 2289 2217 2170 696 154 542 1474 1118 356 1316 1270 1222 249 176 114 973 855 118 763 92
internal_count=3754 2438 149 95 2289 2217 2170 696 154 542 1474 1118 356 1316 1270 1222 249 176 114 973 855 118 763 92
is_linear=0
shrinkage=0.0995203


Tree=1868
num_leaves=19
num_cat=0
split_feature=19 4 5 5 2 2 18 19 18 20 17 17 2 18 2 5 3 5
split_gain=0.123827 0.0703553 0.0789159 0.168143 0.116639 0.237157 0.222962 0.15836 0.115926 0.174095 0.177259 0.27987 0.104351 0.903788 0.295948 0.242818 0.209622 0.161915
threshold=-0.10411999999999999 0.15340500000000004 -0.0050400000000000002 -0.0038499999999999997 0.12610000000000002 -0.01504 -0.082654999999999992 0.11219500000000003 -0.082654999999999992 -0.085594999999999991 0.026115000000000006 -0.015100000000000001 -0.085599999999999996 -0.011039999999999999 -0.087444999999999995 -0.023589999999999996 0.090295000000000028 -0.041054999999999994
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 -4 5 7 -7 -5 9 -2 11 -11 13 -10 -15 17 -17 -14
right_child=1 -3 3 4 -6 6 -8 -9 12 10 -12 -13 15 14 -16 16 -18 -19
leaf_value=0.0043204640252261541 0.007397019315863871 -0.00346735630917014 -0.0061409513027275544 -0.00033514171664576753 0.0033359318425621553 -0.00088633097456963436 -0.0082114185300130715 0.0051581103908937987 -0.0105797552185994 8.1873840073823961e-05 -0.003862745388581796 0.008746513648926672 0.00026603750986196883 -0.0003340748009422676 0.0075762738931813905 0.0017654274335972362 0.0088383907628446987 -0.0039465719276093134
leaf_weight=66 53 58 52 945 79 95 73 55 83 128 55 52 1321 262 57 171 55 97
leaf_count=66 53 58 52 945 79 95 73 55 83 128 55 52 1321 262 57 171 55 97
internal_value=0 -2.84527e-05 2.62233e-05 -0.000595271 -0.000363359 -0.000614269 -0.00407413 -3.2194e-05 0.00037247 0.00224204 0.00107595 0.00258954 0.000108904 -0.00132786 0.00107681 0.000460728 0.00349035 -2.15539e-05
internal_weight=0 3691 3633 1299 1247 1168 168 1000 2334 288 235 180 2046 402 319 1644 226 1418
internal_count=3757 3691 3633 1299 1247 1168 168 1000 2334 288 235 180 2046 402 319 1644 226 1418
is_linear=0
shrinkage=0.0995203


Tree=1869
num_leaves=19
num_cat=0
split_feature=19 0 0 0 0 3 4 26 26 26 5 5 17 5 3 17 17 2
split_gain=0.100406 0.0662873 0.319677 0.239247 0.20968 0.125094 0.291043 0.120529 0.319408 0.313729 0.393149 0.103985 0.0627557 0.225127 0.375174 0.166742 0.163982 0.158914
threshold=-0.10411999999999999 -0.079379999999999992 -0.080074999999999993 -0.078289999999999985 -0.077544999999999989 0.081685000000000021 0.10722500000000003 0.095950000000000021 0.094025000000000011 0.097910000000000011 -0.082635 0.25032500000000008 -0.053765 -0.0050400000000000002 0.088535000000000016 -0.011174999999999999 -0.067015000000000005 0.092170000000000016
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 -3 -5 6 -2 8 11 -9 -11 -6 16 15 -15 -14 17 -7
right_child=1 3 -4 4 7 12 -8 9 -10 10 -12 -13 13 14 -16 -17 -18 -19
leaf_value=0.0038904907238132866 -0.0072636590874237432 -0.0058205666629164337 0.0077959988993284582 0.0056028816398198131 0.00053343164747609879 0.0011686823566016281 0.0024331619883106934 -0.0089731207497454248 0.0075087892924498804 -0.009443586140692432 0.00039618625415890668 -0.0018828370165125806 -0.00248096156578852 0.0012710771802785462 -0.010974886288736087 0.00070673632549076869 0.0065663636937530797 -0.0040564483222627658
leaf_weight=66 69 81 55 58 485 577 55 54 55 46 319 277 189 51 48 1158 50 64
leaf_count=66 69 81 55 58 485 577 55 54 55 46 319 277 189 51 48 1158 50 64
internal_value=0 -2.5599e-05 0.000299134 -0.000573163 -0.00024406 0.000116407 -0.00295605 -0.000519094 0.000183785 -0.00189158 -0.000841653 -0.000343849 0.00029507 -7.72148e-05 -0.00465809 0.000258857 0.0010753 0.000645707
internal_weight=0 3691 2316 1375 1294 2261 124 1236 817 419 365 762 2137 1446 99 1347 691 641
internal_count=3757 3691 2316 1375 1294 2261 124 1236 817 419 365 762 2137 1446 99 1347 691 641
is_linear=0
shrinkage=0.0995203


Tree=1870
num_leaves=10
num_cat=0
split_feature=19 4 4 0 30 23 8 8 8
split_gain=0.0814132 0.0567525 0.0631257 0.116716 0.0847567 0.136838 0.091531 0.186533 0.120462
threshold=-0.10411999999999999 0.15340500000000004 0.13752500000000004 -0.080074999999999993 0.10721500000000002 -0.046924999999999994 -0.072559999999999999 -0.077074999999999991 -0.065919999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 -7 -8
right_child=1 -3 3 -5 -6 6 8 -9 -10
leaf_value=0.0035033082007075106 -0.0049829372445835615 -0.0031116241055755721 -0.0012667262295127442 0.0053692868929890699 0.004107377542536865 0.00012864061482951059 -0.003143044783934353 0.0037629007108215301 -0.00030309231475820933
leaf_weight=66 56 58 47 59 48 1908 169 151 1195
leaf_count=66 56 58 47 59 48 1908 169 151 1195
internal_value=0 -2.29852e-05 2.60989e-05 0.00241918 -4.55904e-05 -0.000103125 -2.3052e-05 0.000395562 -0.000655564
internal_weight=0 3691 3633 106 3527 3479 3423 2059 1364
internal_count=3757 3691 3633 106 3527 3479 3423 2059 1364
is_linear=0
shrinkage=0.0995203


Tree=1871
num_leaves=16
num_cat=0
split_feature=3 3 5 5 5 2 2 3 18 3 5 3 21 21 0
split_gain=0.056836 0.0727581 0.0642437 0.206209 0.212218 0.10882 0.307203 0.218004 0.316214 0.272795 0.192324 0.182721 0.234763 0.0904735 0.104516
threshold=0.31589000000000006 0.17152000000000003 -0.0073899999999999999 -0.0089549999999999994 -0.010074999999999999 -0.076524999999999996 -0.073884999999999992 0.084795000000000023 -0.17307499999999998 0.08666500000000002 0.51390500000000017 0.086015000000000022 0.13042000000000004 0.13677500000000004 -0.071799999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 7 -7 -4 10 -10 -9 -8 -13 14 -1
right_child=-2 -3 5 -5 -6 6 11 8 9 -11 -12 12 -14 -15 -16
leaf_value=-6.0005555135667889e-05 -0.0032644150519827442 0.003930086853094184 0.0048229774977973693 0.0053897651784546594 -0.0057573269992692395 -0.0088876980239569157 -0.0054143230153715013 0.007936828523214012 -0.0056162456036995094 -0.00026489202660758703 -0.00040386492783779236 0.0010861483110819687 -0.0052491933519397361 0.0044450419945412638 0.0019205510489635526
leaf_weight=1738 51 48 90 78 58 52 73 67 113 574 46 336 70 52 311
leaf_count=1738 51 48 90 78 58 52 73 67 113 574 46 336 70 52 311
internal_value=0 8.04905e-05 2.97525e-05 0.00036237 0.000180361 -0.000493292 -0.00162095 0.000178581 -0.000342891 -0.00114629 0.00453426 -0.000830363 -4.13614e-06 0.000344666 0.000240207
internal_weight=0 3706 3658 2237 2159 1421 531 890 800 687 113 479 406 2101 2049
internal_count=3757 3706 3658 2237 2159 1421 531 890 800 687 113 479 406 2101 2049
is_linear=0
shrinkage=0.0995203


Tree=1872
num_leaves=13
num_cat=0
split_feature=17 18 18 20 0 24 2 2 20 18 0 18
split_gain=0.241126 0.121217 0.0943882 0.21688 0.233365 0.0933843 0.0902568 0.173531 0.135999 0.120398 0.171877 0.0990802
threshold=-0.5696199999999999 -0.45171999999999995 -0.17307499999999998 -0.079559999999999992 -0.050494999999999991 -0.069349999999999995 0.0040650000000000018 0.08814000000000001 -0.072834999999999997 -0.10726999999999999 -0.085144999999999985 -0.097059999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4 9 -8 -9 10 -7 -11
right_child=1 2 5 4 -6 6 7 8 -10 11 -12 -13
leaf_value=0.0062308441251392255 -0.0040365235100456066 0.0076699232910276711 0.0034344751124803998 -0.0031874156872911657 0.0056688078492497422 0.0019510928459625149 -0.0064186618146042304 0.0024212744835822651 -0.0016607832585028483 0.0039117886049951645 -0.0055748741406391675 3.55257080934941e-05
leaf_weight=60 77 51 70 82 46 46 61 103 374 67 86 2613
leaf_count=60 77 51 70 82 46 46 61 103 374 67 86 2613
internal_value=0 -0.000129334 -4.55124e-05 0.00218192 0 -0.000162334 -0.000237735 -0.00141874 -0.000777616 -1.14916e-05 -0.00294599 0.000132738
internal_weight=0 3676 3599 179 128 3420 3350 538 477 2812 132 2680
internal_count=3736 3676 3599 179 128 3420 3350 538 477 2812 132 2680
is_linear=0
shrinkage=0.0995203


Tree=1873
num_leaves=11
num_cat=0
split_feature=17 18 18 24 2 8 1 17 17 11
split_gain=0.195516 0.0982935 0.0907435 0.0735101 0.0877956 0.111747 0.156172 0.104525 0.208826 0.0952366
threshold=-0.5696199999999999 -0.45171999999999995 -0.41265499999999994 -0.069349999999999995 0.0040650000000000018 0.10851500000000001 -0.052259999999999994 -0.15450999999999998 -0.10193000000000001 -0.086319999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 9 -7 -6 -9 -5
right_child=1 2 3 4 7 6 -8 8 -10 -11
leaf_value=0.0056107493420743957 -0.0036348076920461572 0.0042122004789253388 0.0030926753093385314 0.0033856231548192377 -0.0048978375888751521 0.0018255775140247699 -0.0049009022077109842 0.0053104159323589285 -0.001466962985659932 9.3549108268062181e-05
leaf_weight=60 77 49 70 90 70 52 99 50 450 2669
leaf_count=60 77 49 70 90 70 52 99 50 450 2669
internal_value=0 -0.000116396 -4.08924e-05 -9.98278e-05 -0.00016428 5.66832e-05 -0.00257908 -0.00129379 -0.000787587 0.000201235
internal_weight=0 3676 3599 3550 3480 2910 151 570 500 2759
internal_count=3736 3676 3599 3550 3480 2910 151 570 500 2759
is_linear=0
shrinkage=0.0995203


Tree=1874
num_leaves=14
num_cat=0
split_feature=18 19 0 9 26 9 26 21 9 22 0 20 27
split_gain=0.140578 0.0895445 0.162586 0.104394 0.224841 0.296254 0.203535 0.130678 0.139707 0.118595 0.23349 0.105045 0.0954077
threshold=0.31690500000000005 -0.050215000000000003 -0.068899999999999989 0.11007500000000002 0.11275500000000002 0.18114000000000005 0.15583500000000003 0.12603000000000006 0.10591500000000002 0.12676500000000004 -0.067345000000000002 -0.24910499999999999 -0.086859999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -5 -6 8 11 10 -9 -3 -13
right_child=-2 3 -4 4 6 -7 -8 9 -10 -11 -12 12 -14
leaf_value=-0.0072578755905457577 0.0054456605104950713 -0.004795566218781409 0.001051549170070382 0.008116886881363328 -0.0048039981486141482 -0.0010609064450068063 0.0031272936128576971 0.009408837707923997 -0.0052849225212924971 -0.00086508892230300076 0.00016292966985504242 -0.0042961140391416276 -7.4784142910771142e-05
leaf_weight=47 46 49 46 89 70 57 59 51 55 65 58 54 2990
leaf_count=47 46 49 46 89 70 57 59 51 55 65 58 54 2990
internal_value=0 -9.00821e-05 -0.00313904 -1.10242e-05 0.00185216 0.00452817 -0.00117016 -0.000165507 -0.000312486 0.00248891 0.00449651 -0.000223801 -0.000149939
internal_weight=0 3690 93 3597 275 146 129 3322 3148 174 109 3093 3044
internal_count=3736 3690 93 3597 275 146 129 3322 3148 174 109 3093 3044
is_linear=0
shrinkage=0.0995203


Tree=1875
num_leaves=16
num_cat=0
split_feature=1 19 9 9 1 0 4 8 5 21 8 8 0 0 1
split_gain=0.130275 0.0714472 0.112462 0.218084 0.298184 0.228673 0.0924673 0.0861345 0.156287 0.142901 0.105098 0.0869018 0.20782 0.120159 0.0339824
threshold=-0.55579999999999996 -0.050215000000000003 0.11007500000000002 0.13642500000000005 0.0022300000000000006 -0.065519999999999981 0.12498500000000003 0.058495000000000012 0.51659500000000014 0.091040000000000024 0.10228000000000002 0.0033350000000000007 -0.079665 0.099665000000000017 -0.027059999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 5 -4 -5 8 11 10 -9 13 -13 -3 -12
right_child=1 2 3 6 -6 -7 -8 9 -10 -11 14 12 -14 -15 -16
leaf_value=0.0049755699747311387 -0.0028585599407313137 -0.00013419110583412367 -0.004482451810767161 -0.0042275563070921516 0.0086945366410912956 0.0051808159864637719 0.0016242536116512669 -0.0030187363041974682 0.0056569338958955126 -0.0059756418360532573 0.0036158488627082794 0.0076761736243028339 -0.0014167195977356666 -0.0047103642702061368 -0.00013273208272241333
leaf_weight=51 90 2860 48 60 77 49 48 88 47 65 48 46 54 58 47
leaf_count=51 90 2860 48 60 77 49 48 88 47 65 48 46 54 58 47
internal_value=0 -8.89196e-05 -1.93546e-05 0.00188827 0.00407001 0.000390553 -0.00161917 -0.000181977 -3.73606e-05 -0.00196598 -0.000537303 -0.000126311 0.00275783 -0.000225431 0.00175267
internal_weight=0 3685 3595 282 174 97 108 3313 3065 248 183 3018 100 2918 95
internal_count=3736 3685 3595 282 174 97 108 3313 3065 248 183 3018 100 2918 95
is_linear=0
shrinkage=0.0995203


Tree=1876
num_leaves=18
num_cat=0
split_feature=17 29 17 6 6 17 17 17 6 6 6 8 8 2 38 11 0
split_gain=0.108229 0.0780174 0.186522 0.0857233 0.165902 0.397309 0.591704 0.396025 0.347202 0.187795 0.151761 0.104122 0.417577 0.197431 0.0854019 0.225055 0.101241
threshold=-0.56655999999999984 -0.08570499999999999 -1.0000000180025095e-35 -0.0048649999999999995 0.085570000000000021 0.011640000000000003 0.11639500000000001 -0.0038549999999999999 0.084410000000000027 0.086275000000000032 -0.0076549999999999995 -0.085289999999999991 -0.084129999999999996 -0.083254999999999982 -0.051829999999999994 -1.0000000180025095e-35 -0.067059999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 7 -7 8 -5 -6 14 13 -13 -11 -3 -16 -17
right_child=1 3 -4 4 9 6 -8 -9 -10 11 -12 12 -14 -15 15 16 -18
leaf_value=-0.0038788820058078101 0.0073989591859729238 0.004153545022026966 -0.00079724206165603833 -0.00093690975764306524 0.0058485247037600979 -0.015707402557593935 7.0284663539353881e-05 0.0063871193738145289 -0.010182861107888469 0.0039934928918987592 0.0054929863946220512 -0.0099768777289689237 -0.0003223396213706099 -0.00079288658168780927 -0.0059790134034572954 -7.0379742667472291e-05 0.0020571093337924513
leaf_weight=75 46 52 68 323 52 48 46 64 46 145 55 47 798 207 59 1347 265
leaf_count=75 46 52 68 323 52 48 46 64 46 145 55 47 798 207 59 1347 265
internal_value=0 -5.95037e-05 0.00250282 -0.000141924 -0.00063113 -0.00211192 -0.0079777 -0.000836624 -0.00209174 -5.67502e-06 0.000346271 -0.000260677 -0.000860307 0.00117645 0.000181507 5.74107e-05 0.000278855
internal_weight=0 3668 114 3554 1776 527 94 433 369 1249 1778 1197 845 352 1723 1671 1612
internal_count=3743 3668 114 3554 1776 527 94 433 369 1249 1778 1197 845 352 1723 1671 1612
is_linear=0
shrinkage=0.0995203


Tree=1877
num_leaves=8
num_cat=0
split_feature=17 12 11 4 30 1 2
split_gain=0.0877568 0.0766114 0.0702655 0.180195 0.134173 0.0917886 0.0884389
threshold=-0.56655999999999984 0.097490000000000021 -0.23394000000000001 0.13881500000000005 0.10721500000000002 -0.51253999999999988 0.31326500000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7
right_child=1 -3 3 -5 -6 6 -8
leaf_value=-0.0034928550309608376 0.0027716229058362303 0.0037762706055265724 -0.0033687826657529292 -0.0046746881391267689 0.0049541596952258184 -0.00012021361988395773 0.0040970263934022233
leaf_weight=75 82 51 85 86 52 3262 50
leaf_count=75 82 51 85 86 52 3262 50
internal_value=0 -5.35819e-05 -0.00010781 -0.000174834 -6.2394e-05 -0.000139427 -5.63003e-05
internal_weight=0 3668 3617 3535 3449 3397 3312
internal_count=3743 3668 3617 3535 3449 3397 3312
is_linear=0
shrinkage=0.0995203


Tree=1878
num_leaves=14
num_cat=0
split_feature=18 27 4 29 8 4 0 36 29 29 9 4 27
split_gain=0.0804768 0.0841418 0.127609 0.178543 0.138136 0.214956 0.155102 0.101335 0.0927665 0.158172 0.16875 0.258237 0.0863957
threshold=0.24916000000000005 0.076710000000000014 0.079225000000000018 -0.082239999999999994 -0.090969999999999995 0.11208500000000003 -0.14731999999999998 0.088655000000000025 -0.081239999999999993 -0.011859999999999999 -0.26414499999999996 0.13657000000000005 0.095730000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 12 6 -6 -5 8 -1 -10 -11 -12 -4
right_child=-2 2 3 4 5 -7 -8 -9 9 10 11 -13 -14
leaf_value=-0.0039669177851923681 -0.0031020412100503558 0.0052581868207369886 0.0011774338886483304 -0.0027123499039889368 -0.0085706046625714707 9.4788257267158533e-05 0.0046967908789994402 0.0042856960698642779 0.0048640448054940557 -0.0054775240242477853 -0.00031284421785604402 0.0066951287601786837 0.0072686938552787251
leaf_weight=66 87 68 47 49 47 71 65 49 60 61 2974 53 46
leaf_count=66 87 68 47 49 47 71 65 49 60 61 2974 53 46
internal_value=0 -3.90677e-05 0.00133636 0.000513279 -0.000960706 -0.00334975 0.00150498 -0.000204978 -0.000273696 -0.000196005 -0.000294587 -0.00018987 0.00419912
internal_weight=0 3656 393 325 232 118 114 3263 3214 3148 3088 3027 93
internal_count=3743 3656 393 325 232 118 114 3263 3214 3148 3088 3027 93
is_linear=0
shrinkage=0.0995203


Tree=1879
num_leaves=18
num_cat=0
split_feature=17 0 2 2 20 20 6 17 18 17 2 0 17 17 2 2 2
split_gain=0.0713957 0.0657388 0.0772702 0.293324 0.147864 0.253637 0.164085 0.253095 0.170286 0.141841 0.136712 0.247807 0.230464 0.327392 0.152618 0.106805 0.169653
threshold=-0.56655999999999984 -0.25289499999999993 -0.072624999999999981 -0.070724999999999996 -0.053499999999999999 -0.025670000000000002 -0.036009999999999993 -0.065004999999999993 -0.063154999999999989 0.42451000000000011 -0.078454999999999983 -0.068189999999999987 -0.092649999999999996 -0.0042049999999999995 -0.078994999999999996 -0.079844999999999985 -0.080254999999999993
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 6 -6 7 -5 -8 -7 14 12 -12 -14 15 16 -3
right_child=1 2 3 4 5 9 8 -9 -10 -11 11 -13 13 -15 -16 -17 -18
leaf_value=-0.003139185736410437 0.0031496432753019264 7.1328321929043054e-05 -0.0080363015125263105 -0.00049045790139043302 -0.0076366919864035553 -0.00032624565671868883 0.0031302560600586678 0.0055649474906442923 -0.0043804656836024611 -0.0056645031525469885 -0.0055076847777501053 0.0085425362791353189 0.0097486814940557758 0.00048549511019902781 -0.0051962531813762236 0.0034814355693586489 -0.0058644250138623639
leaf_weight=75 63 1779 52 136 56 714 46 137 85 53 46 50 46 213 56 87 49
leaf_count=75 63 1779 52 136 56 714 46 137 85 53 46 50 46 213 56 87 49
internal_value=0 -3.70424e-05 -9.29592e-05 -0.000714472 -0.000403507 -0.00116944 0.00115478 0.00254534 -0.00173686 -0.000696189 0.000248441 0.00204632 0.000978677 0.00213386 -7.49623e-05 7.43713e-05 -8.73334e-05
internal_weight=0 3668 3605 1279 1227 823 404 273 131 767 2326 355 305 259 1971 1915 1828
internal_count=3743 3668 3605 1279 1227 823 404 273 131 767 2326 355 305 259 1971 1915 1828
is_linear=0
shrinkage=0.0995203


Tree=1880
num_leaves=20
num_cat=0
split_feature=5 5 27 6 6 6 9 6 1 18 17 30 1 20 20 5 1 8 2
split_gain=0.118017 0.156797 0.146164 0.159678 0.157262 0.229091 0.204787 0.335063 0.156327 0.19495 0.148684 0.118848 0.144729 0.13671 0.391431 0.250858 0.147684 0.124089 0.115398
threshold=-0.019465 -0.02504 -0.089394999999999988 -0.10198499999999999 -0.074569999999999984 -0.068019999999999983 0.087635000000000032 -0.088734999999999994 0.057265000000000017 -0.24085499999999999 -0.085715 0.11592000000000002 -0.15528499999999998 -0.085594999999999991 -0.082074999999999995 -0.093384999999999982 -0.085014999999999993 -0.0049949999999999994 -0.080744999999999997
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 -2 10 6 -6 7 -5 9 -7 -4 12 -1 15 -15 17 -16 -14 -8
right_child=2 -3 3 4 5 8 18 -9 -10 -11 -12 -13 13 14 16 -17 -18 -19 -20
leaf_value=0.0048016619063464151 0.0060910974379036137 -0.0046599364656020829 0.0007064285365700855 0.0051102915082631177 -0.0060337587271462132 -0.0052045459527871431 0.010206079208048708 -0.0054784350572991223 0.005337962381303232 0.00059385567986571127 -0.0070117904524463707 -0.0053006178807964528 0.0016618394963203876 -0.0094248063226696002 -0.0056889161948546615 0.0064625923418757756 -0.00018095171265242234 -0.0048075405296312311 0.0033310412254536782
leaf_weight=56 47 86 46 67 54 60 46 53 65 1331 53 46 81 49 50 79 1366 46 52
leaf_count=56 47 86 46 67 54 60 46 53 65 1331 53 46 81 49 50 79 1366 46 52
internal_value=0 -0.000509286 0.000609824 0.000468369 0.000691458 0.000330116 0.00319058 0.000426782 0.000566701 0.000343156 -0.00341728 -0.000307495 -0.000174025 -0.000341265 -0.000679235 0.00205829 -0.00037602 -0.000674956 0.00656646
internal_weight=0 1859 1874 1827 1728 1510 218 120 1456 1391 99 1773 1727 1671 1465 206 1416 127 98
internal_count=3733 1859 1874 1827 1728 1510 218 120 1456 1391 99 1773 1727 1671 1465 206 1416 127 98
is_linear=0
shrinkage=0.0995203


Tree=1881
num_leaves=15
num_cat=0
split_feature=2 10 27 4 6 6 6 20 29 38 17 36 9 8
split_gain=0.0702972 0.0821559 0.227354 0.128494 0.102651 0.215392 0.151914 0.162818 0.14934 0.136326 0.127424 0.110595 0.156763 0.075246
threshold=-0.23128999999999997 1.0000000180025095e-35 0.078330000000000025 0.08544000000000003 -0.10032499999999998 -0.095814999999999997 -0.10567 -0.078104999999999994 -0.08570499999999999 -0.051829999999999994 -1.0000000180025095e-35 0.081840000000000024 0.083760000000000015 0.096835000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 4 -3 -4 6 -6 7 -2 -7 -9 -11 12 -10 -1
right_child=1 2 3 -5 5 8 -8 9 11 10 -12 -13 -14 -15
leaf_value=-0.00059209017188604661 0.0047685547379421557 -0.0058521319962298911 -0.0026919106869898431 0.0040372822649425884 0.0056313193455500843 0.0055798553014130264 -0.0064833383316134424 0.0038928411579980211 0.0015932588430621938 0.00075296832963475235 -0.0028988689953906542 -0.0044995807864368987 -0.00023304574404002325 0.0046208468857878897
leaf_weight=46 50 86 52 61 74 50 48 47 601 138 299 51 2063 67
leaf_count=46 50 86 52 61 74 50 48 47 601 138 299 51 2063 67
internal_value=0 -2.9007e-05 -0.00199492 0.000933418 8.5111e-05 0.000332162 -0.0011186 -0.00063484 0.000190044 -0.00119473 -0.00174378 9.04822e-05 0.000178662 0.00249152
internal_weight=0 3620 199 113 3421 2839 582 534 2765 484 437 2715 2664 113
internal_count=3733 3620 199 113 3421 2839 582 534 2765 484 437 2715 2664 113
is_linear=0
shrinkage=0.0995203


Tree=1882
num_leaves=29
num_cat=0
split_feature=5 5 3 17 17 2 2 21 0 26 8 9 6 9 21 9 2 17 12 0 2 2 9 9 5 0 5 2
split_gain=0.0867428 0.128045 0.119157 0.238085 0.178253 0.123539 0.300814 0.153945 0.352146 0.177786 0.15934 0.140793 0.129897 0.245119 0.205702 0.198555 0.37392 0.144901 0.114075 0.12965 0.27458 0.29244 0.254955 0.260539 0.140371 0.386946 0.255025 0.186092
threshold=-0.019465 -0.02504 0.083955000000000016 -0.013885 -0.088160000000000002 -0.085944999999999994 -0.086440000000000003 -0.082669999999999993 -0.14731999999999998 -0.066534999999999997 -0.079854999999999995 -0.073629999999999987 -0.0087049999999999992 0.089605000000000018 0.085190000000000016 0.08488500000000003 -0.088554999999999995 -0.088734999999999994 -0.072134999999999991 -0.071799999999999989 -0.074084999999999998 -0.082904999999999993 -0.063329999999999984 0.10892000000000003 -0.040404999999999996 -0.085684999999999997 -0.047864999999999998 -0.080874999999999989
decision_type=2 2 2 2 2 2 2 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 3 4 -2 6 12 -7 -9 11 -11 -10 13 14 -4 16 -14 -17 -1 24 21 -21 -22 -24 26 -26 27 -20
right_child=2 -3 5 -5 -6 7 -8 8 9 10 -12 -13 15 -15 -16 17 -18 -19 19 20 22 -23 23 -25 25 -27 -28 -29
leaf_value=-0.0047609715267727662 0.0034687100591859889 -0.0041898928798935605 -0.0035496627968232123 0.0088610456020735227 -0.0038928682127357156 0.0053093076637746265 -0.0076114961842518617 -0.0077750742167149159 0.0011439060088030452 -0.00099864716155175968 0.0016667691936149991 0.0086721868864218961 -0.0093036454536090368 -0.0074458104667200452 0.0052068386689701927 0.0012438922338450641 0.003244725003553545 0.007277134663922151 -0.0021778936702803522 0.0014574011454195819 0.0041462928022755335 0.01133231218216702 -0.0085004562593129288 0.00045990592112762842 -0.0027286852637688004 0.0093088420074898919 -0.0078678334533855161 0.00036973961317863624
leaf_weight=54 90 86 58 49 51 72 60 48 49 392 512 50 46 61 49 189 48 50 443 76 73 49 54 79 56 50 49 790
leaf_count=54 90 86 58 49 51 72 60 48 49 392 512 50 46 61 49 189 48 50 443 76 73 49 54 79 56 50 49 790
internal_value=0 -0.000439038 0.000520396 0.00288336 0.000800205 0.000253304 -0.000952014 0.000856155 0.000550308 0.000949547 0.000510064 0.00495434 -0.000152837 -0.00241036 0.000452674 0.000983634 -0.00288726 0.0025095 -0.00025664 -0.000114666 0.00165459 0.00533492 -0.000574639 -0.00317198 -0.000537176 0.00294167 -0.000825458 -0.000544926
internal_weight=0 1859 1874 190 141 1684 561 1123 1051 1003 904 99 501 168 107 333 94 239 1773 1719 331 125 206 133 1388 106 1282 1233
internal_count=3733 1859 1874 190 141 1684 561 1123 1051 1003 904 99 501 168 107 333 94 239 1773 1719 331 125 206 133 1388 106 1282 1233
is_linear=0
shrinkage=0.0995203


Tree=1883
num_leaves=15
num_cat=0
split_feature=5 20 20 18 18 18 17 5 18 18 30 12 1 26
split_gain=0.0703443 0.118553 0.234617 0.190866 0.116683 0.191092 0.115446 0.103826 0.118191 0.185025 0.0950619 0.116821 0.162855 0.0817486
threshold=-0.019465 0.09327000000000002 0.0050750000000000005 0.18126000000000006 0.099430000000000032 1.0000000180025095e-35 0.061900000000000018 -0.02504 -0.083775000000000002 -0.048605000000000002 0.11592000000000002 -0.072134999999999991 -0.15528499999999998 0.088775000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 6 -2 8 -1 -10 11 -11 -13 -7
right_child=1 -3 -4 -5 -6 13 -8 -9 9 10 -12 12 -14 -15
leaf_value=0.004186237714925929 -0.00018947631746005046 -0.0031836878629744056 0.0074331237777970358 0.0059179679305904152 -0.0039165929236417664 0.0070180715112771993 0.0025088090009691348 -0.0037729136140474133 -0.0060602977201931292 -0.0047520478217955705 -0.0046534688070033097 0.0059218716753461761 -8.8486862273577972e-05 0.0014406219415433732
leaf_weight=58 1332 84 49 61 64 58 178 86 55 51 46 46 1517 48
leaf_count=58 1332 84 49 61 64 58 178 86 55 51 46 46 1517 48
internal_value=0 0.000468693 0.000640547 0.000448901 0.000249834 0.000415348 0.000128058 -0.000395301 -0.000231007 -0.000380873 -0.000192206 -6.45495e-05 8.78779e-05 0.00450016
internal_weight=0 1874 1790 1741 1680 1616 1510 1859 1773 1715 1660 1614 1563 106
internal_count=3733 1874 1790 1741 1680 1616 1510 1859 1773 1715 1660 1614 1563 106
is_linear=0
shrinkage=0.0995203


Tree=1884
num_leaves=16
num_cat=0
split_feature=6 3 6 12 3 6 18 0 24 20 17 17 6 6 8
split_gain=0.10572 0.0998756 0.0841804 0.146811 0.119507 0.261646 0.15949 0.24239 0.100613 0.0837259 0.161439 0.135542 0.118106 0.10559 0.0425338
threshold=-0.48214499999999999 0.09482500000000002 -0.26746999999999993 -0.0088449999999999987 0.083875000000000019 0.086275000000000032 -0.014825 -0.095339999999999994 -0.067319999999999991 0.059705000000000015 -0.12647999999999998 0.14342500000000005 -0.14765999999999999 -0.095814999999999997 -0.071594999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 5 6 -5 -8 -2 12 -11 -12 -6 -14 -10
right_child=2 -3 3 4 9 -7 7 -9 14 10 11 -13 13 -15 -16
leaf_value=-0.00016210105799392124 0.00036389010759039879 0.0063445130749122287 0.0044023500430253699 -0.0049390370215271632 -0.004760469071747782 -0.0079699384200858404 0.0071471395338631918 -0.0016810708959760846 -0.0067785636808196876 -0.0066130838788363497 0.0010894924709347132 -0.004544294484642988 0.0021506514923618158 -0.00010476096546981725 -0.0025505520584389058
leaf_weight=47 68 46 66 59 51 63 46 93 47 56 143 60 223 2629 49
leaf_count=47 68 46 66 59 51 63 46 93 47 56 143 60 223 2629 49
internal_value=0 0.00304742 -0.000349741 -0.000245905 -0.000335768 -0.00238276 -0.00060088 0.00123461 -0.00255381 -0.000166546 -0.00188106 -0.000571634 -1.32984e-05 7.13044e-05 -0.00462905
internal_weight=0 93 3653 3489 3423 261 198 139 164 3162 259 203 2903 2852 96
internal_count=3746 93 3653 3489 3423 261 198 139 164 3162 259 203 2903 2852 96
is_linear=0
shrinkage=0.0995203


Tree=1885
num_leaves=17
num_cat=0
split_feature=21 21 8 21 26 21 1 3 3 26 5 26 1 3 21 1
split_gain=0.0533505 0.0850747 0.101249 0.068588 0.224164 0.0756639 0.209691 0.0656729 0.195698 0.145368 0.392476 0.135643 0.242996 0.117362 0.116714 0.0785718
threshold=0.13042000000000004 0.13922500000000004 -0.0077949999999999998 0.11707000000000002 0.094025000000000011 0.10841000000000002 0.04735000000000001 0.08622500000000001 0.086465000000000028 0.088475000000000012 -0.078739999999999991 0.086095000000000019 -0.082849999999999993 0.086850000000000024 0.086155000000000023 -0.093734999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 7 -7 9 -9 11 -11 14 -13 -10 -1 -15
right_child=1 2 -4 4 -6 6 -8 8 13 10 -12 12 -14 15 -16 -17
leaf_value=-0.00010277023673972161 -0.0052526652717720191 0.0026455887895118985 -0.00285527164935683 -0.0010881203421642018 0.0071828852337922685 0.0011959787579323079 -0.0066776604637020327 0.0065407843186562663 -0.004321720579749058 0.0090342958763570853 -0.0023434388842707094 -0.0013581414886988743 -0.009883699170821561 0.0014065171135467316 -0.0041040395335053357 -0.00015222773354558008
leaf_weight=453 53 57 79 86 52 70 64 46 61 50 75 103 49 382 86 1980
leaf_count=453 53 57 79 86 52 70 64 46 61 50 75 103 49 382 86 1980
internal_value=0 -0.00186857 -0.000543745 -0.000152033 0.00202256 -0.000240045 -0.00255846 -0.000145224 0.000110292 -0.000919352 0.00220111 -0.00148502 -0.0041119 -1.14513e-05 -0.000742711 9.95174e-05
internal_weight=0 189 136 3557 138 3419 134 3285 2469 816 125 691 152 2423 539 2362
internal_count=3746 189 136 3557 138 3419 134 3285 2469 816 125 691 152 2423 539 2362
is_linear=0
shrinkage=0.0995203


Tree=1886
num_leaves=11
num_cat=0
split_feature=6 6 23 2 4 2 2 6 1 29
split_gain=0.08063 0.0705692 0.178344 0.0849348 0.115812 0.0763748 0.0575449 0.241144 0.111372 0.0527775
threshold=-0.48214499999999999 -0.26746999999999993 -0.052774999999999996 0.41061500000000012 0.13271500000000006 0.17898500000000003 0.11392500000000001 -0.026384999999999999 0.27998000000000006 -0.02827
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 5 6 8 -8 -3 -1
right_child=1 3 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=0.00026246491086754492 0.0013482266708259656 -0.00023587466479502674 -0.0052482957364576518 0.0036152227467763118 -0.0040242444765296566 0.0031826292879789972 0.0016272945320988433 -0.0079418291759990132 0.0044074060317628016 0.0050241433454563927
leaf_weight=46 73 3129 91 57 79 66 60 46 52 47
leaf_count=46 73 3129 91 57 79 66 60 46 52 47
internal_value=0 -0.000289046 -0.00230705 -0.000193955 -0.000257458 -0.000168465 -0.000236001 -0.00251762 -0.000159713 0.00267771
internal_weight=0 3653 164 3489 3432 3353 3287 106 3181 93
internal_count=3746 3653 164 3489 3432 3353 3287 106 3181 93
is_linear=0
shrinkage=0.0995203


Tree=1887
num_leaves=14
num_cat=0
split_feature=3 4 2 4 8 11 7 7 9 2 8 5 9
split_gain=0.0524377 0.158271 0.363321 0.120428 0.132629 0.127404 0.0849951 0.189069 0.0910627 0.0922269 0.0667017 0.129429 0.0946188
threshold=0.083875000000000019 0.079355000000000023 -0.087359999999999993 0.11995000000000003 -0.011315 -0.081219999999999987 0.088100000000000012 0.058415000000000009 -0.22988499999999998 0.31852000000000008 -0.0077949999999999998 -0.15086999999999998 0.097365000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5 7 8 -2 10 12 -12 -10
right_child=6 3 -4 5 -6 -7 -8 -9 9 -11 11 -13 -14
leaf_value=0.0010235467894004807 0.0037557701434398757 -0.00069306873580011964 -0.0086676181796667799 0.0015572535117356456 0.005391331492636986 -0.0055006801784479743 -0.0036288886206623122 0.0063407915048134551 -7.1676654323614655e-05 -0.0045816110897959244 -0.003490329108413342 -0.00026226349719263997 0.0017927635037138217
leaf_weight=77 60 75 76 46 67 56 65 46 2020 46 152 649 311
leaf_count=77 60 75 76 46 67 56 65 46 2020 46 152 649 311
internal_value=0 -0.00127525 -0.00378502 0.000295148 0.00217198 -0.00230967 -6.52148e-05 5.07156e-06 -8.46829e-05 -0.000157447 -9.22079e-05 -0.000875852 0.000176724
internal_weight=0 397 153 244 142 102 3349 3284 3238 3178 3132 801 2331
internal_count=3746 397 153 244 142 102 3349 3284 3238 3178 3132 801 2331
is_linear=0
shrinkage=0.0995203


Tree=1888
num_leaves=17
num_cat=0
split_feature=2 3 5 9 0 27 8 3 8 17 4 12 21 9 21 0
split_gain=0.0799132 0.13885 0.175091 0.0894111 0.0734152 0.171455 0.11365 0.1246 0.113656 0.144982 0.113625 0.0853707 0.0786962 0.175115 0.141465 0.0752822
threshold=-0.157135 0.083055000000000018 0.10246000000000002 0.095415000000000014 -0.027364999999999997 -0.032854999999999995 0.041960000000000011 0.12732500000000005 -0.084554999999999991 -0.022884999999999999 0.088435000000000027 -0.01397 -0.085914999999999991 0.085945000000000021 -0.084114999999999995 -0.044789999999999996
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 7 8 -6 10 -10 -7 13 -13 -14 -16
right_child=4 2 3 -5 6 11 -8 -9 9 -11 -12 12 14 -15 15 -17
leaf_value=-0.0029248205618992644 0.0049514491347950069 0.0074480126207642 -0.0024682418876044057 0.00366703298920904 0.0035124253784731929 0.0037499510189358911 -0.006080089446219232 -0.0050950105907556359 0.0045047028733847354 -0.0056211996637842206 -0.0024121307080126999 0.005498816278175233 -0.0053641491531683412 -0.0013877949512969689 -0.00029978897093823926 0.0030993176059498674
leaf_weight=46 67 61 47 47 71 55 48 54 46 51 48 73 54 73 2842 66
leaf_count=46 67 61 47 47 71 55 48 54 46 51 48 73 54 73 2842 66
internal_value=0 0.00186722 0.00329466 0.000590687 -0.000172449 -3.01463e-05 -0.00161528 -0.000818503 0.000246835 -0.00134653 0.000963995 -0.000135927 -0.000204956 0.0020499 -0.000316377 -0.000222361
internal_weight=0 201 155 94 3548 3230 318 270 216 145 94 3163 3108 146 2962 2908
internal_count=3749 201 155 94 3548 3230 318 270 216 145 94 3163 3108 146 2962 2908
is_linear=0
shrinkage=0.0995203


Tree=1889
num_leaves=11
num_cat=0
split_feature=10 5 2 5 5 26 5 1 3 3
split_gain=0.09963 0.101637 0.0923467 0.0805018 0.0707865 0.257379 0.0781187 0.0712196 0.173287 0.0831953
threshold=0.087275000000000019 -0.55105499999999996 -0.16099499999999997 -0.5315899999999999 -0.49053999999999998 -0.051374999999999997 -0.46244499999999994 0.27998000000000006 0.13085500000000003 0.091225000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 -5 -6 9 -9 -8
right_child=2 3 -4 4 6 -7 7 8 -10 -11
leaf_value=0.0043429626825781491 0.0050676786018526449 -0.0032648298776225661 -3.312598172965458e-05 0.0077755534734390936 -0.0036828615893816563 -0.0011065735629430678 0.00023742330045633359 0.0062289569374356897 -0.0014917001876784417 -0.00078459089448002959
leaf_weight=49 71 84 69 50 64 91 1619 56 59 1537
leaf_count=49 71 84 69 50 64 91 1619 56 59 1537
internal_value=0 -0.000157878 0.00254786 -0.000220057 -0.000146243 0.00203731 -0.000238807 -0.00017117 0.00226081 -0.000260047
internal_weight=0 3609 140 3560 3476 141 3335 3271 115 3156
internal_count=3749 3609 140 3560 3476 141 3335 3271 115 3156
is_linear=0
shrinkage=0.0995203


Tree=1890
num_leaves=17
num_cat=0
split_feature=10 5 10 5 17 1 17 17 9 4 9 17 0 21 17 26
split_gain=0.0807486 0.0824172 0.0782164 0.0652728 0.0575886 0.238694 0.23315 0.201952 0.24998 0.233579 0.174632 0.154577 0.105215 0.119774 0.0972553 0.0888121
threshold=0.087275000000000019 -0.55105499999999996 0.091080000000000022 -0.5315899999999999 0.28919000000000006 -0.050379999999999994 0.41239500000000012 0.12439000000000001 0.085765000000000022 0.090860000000000024 0.088825000000000029 0.11012500000000003 -0.077945 0.091485000000000025 0.059130000000000009 0.096425000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 7 6 -6 11 9 -9 -10 14 13 -7 -5 -8
right_child=2 3 -4 4 5 12 15 8 10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0039107502559766827 0.0049326936157241229 -0.0029399132328205278 0.00018557376775290663 -0.00024643855767882692 -0.010243839351478634 -0.0029415531427939802 0.0014665285344516051 0.011873891171258302 -0.0045139587972327618 0.0019258987871558725 0.0036840670912419052 -0.0054271677716069746 0.0046264656877955989 0.002287507869428689 0.0022078911822556971 -0.0046128387425890885
leaf_weight=49 62 84 78 2686 47 92 46 46 50 48 53 55 52 82 170 49
leaf_count=49 62 84 78 2686 47 92 46 46 50 48 53 55 52 82 170 49
internal_value=0 -0.000142166 0.00229372 -0.00019818 -0.000131689 -0.00130892 -0.00450725 7.43678e-06 0.00309147 0.00680278 -0.00028761 -0.000200992 0.000697032 -0.000472578 -0.000100061 -0.00166053
internal_weight=0 3609 140 3560 3476 368 142 3108 197 94 103 2911 226 174 2856 95
internal_count=3749 3609 140 3560 3476 368 142 3108 197 94 103 2911 226 174 2856 95
is_linear=0
shrinkage=0.0995203


Tree=1891
num_leaves=10
num_cat=0
split_feature=27 30 10 10 8 8 2 18 6
split_gain=0.0790916 0.0560763 0.0687781 0.105074 0.0571802 0.167336 0.131453 0.156015 0.0604792
threshold=0.11470500000000003 -1.0000000180025095e-35 0.093790000000000026 0.087275000000000019 0.095985000000000015 0.079450000000000021 -0.13535499999999998 -0.020999999999999998 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -6 -8 -3
right_child=-2 2 -4 -5 6 -7 7 -9 -10
leaf_value=0.0033449727624486583 0.0033684568056161364 -0.00049190234264412012 -0.0034650819340829998 0.0036421031522781782 -0.0057995955721245702 0.0055202439892600257 0.0044206084801505195 -0.0030359541047203231 0.0003973315376690806
leaf_weight=46 66 2091 61 73 58 52 47 68 1187
leaf_count=46 66 2091 61 73 58 52 47 68 1187
internal_value=0 -0.000107229 -0.000151117 -9.43581e-05 -0.000172457 -8.05541e-05 -0.00193672 4.39269e-06 -0.000169651
internal_weight=0 3683 3637 3576 3503 3330 173 115 3278
internal_count=3749 3683 3637 3576 3503 3330 173 115 3278
is_linear=0
shrinkage=0.0995203


Tree=1892
num_leaves=16
num_cat=0
split_feature=0 1 4 2 2 3 9 3 5 3 2 20 20 20 17
split_gain=0.108024 0.0873362 0.077774 0.0942314 0.191445 0.156125 0.239204 0.249362 0.239894 0.235055 0.295073 0.145357 0.239576 0.177837 0.110023
threshold=-0.25289499999999993 -0.54365999999999992 0.15615500000000004 -0.072624999999999981 -0.070724999999999996 0.090995000000000006 0.089255000000000015 0.089985000000000023 -0.082179999999999989 0.092115000000000016 -0.082275000000000001 -0.053499999999999999 -0.025670000000000002 -0.067119999999999999 -0.0071449999999999994
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 7 -3 -8 10 -7 13 -13 -6 -11
right_child=1 2 -4 4 11 9 8 -9 -10 14 -12 12 -14 -15 -16
leaf_value=0.00425742834617972 0.0037082077904206771 -0.00019103065294884659 0.0037547257407449979 -0.0066552590326930654 1.6328067729987373e-05 0.00016150585292237977 0.00061316774504824117 0.0061517541441526158 -0.0061203278045325578 0.0017748546385640703 0.010058652474088615 -0.0078734444835951295 -0.00086550956438801233 0.0055137884606186365 -0.00047021123632636375
leaf_weight=61 63 1103 53 53 327 57 87 65 131 436 63 52 691 71 428
leaf_count=61 63 1103 53 53 327 57 87 65 131 436 63 52 691 71 428
internal_value=0 3.45341e-05 -2.92267e-05 -8.57274e-05 -0.000806865 0.000277235 -0.000402916 0.000161249 -0.00342935 0.00123608 0.00536433 -0.000534487 -0.00135707 0.000999088 0.000661768
internal_weight=0 3680 3617 3564 1194 2370 1386 1168 218 984 120 1141 743 398 864
internal_count=3741 3680 3617 3564 1194 2370 1386 1168 218 984 120 1141 743 398 864
is_linear=0
shrinkage=0.0995203


Tree=1893
num_leaves=12
num_cat=0
split_feature=27 35 8 8 0 8 9 8 8 9 8
split_gain=0.0991985 0.111169 0.124849 0.118751 0.0845881 0.0877998 0.167877 0.134222 0.100077 0.256728 0.0900896
threshold=-0.038765000000000001 -0.084804999999999992 -0.50270999999999988 -0.53420999999999996 -0.26289499999999993 -0.097249999999999989 -0.22988499999999998 -0.105475 -0.091754999999999989 0.088085000000000011 -0.090809999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -6 -8 9 -7 -10
right_child=1 2 4 -5 5 8 7 -9 10 -11 -12
leaf_value=-0.0032273553185138181 0.0050345844810062218 1.2658119381067352e-05 0.004355640530909418 -0.007082872737656171 0.0066817607615237574 -0.0052340706747953823 -0.00017779865072003068 0.0047527760060736245 0.0039837114860320809 0.0028967439687119533 2.1012447400884205e-05
leaf_weight=87 46 47 48 46 54 110 296 67 58 59 2823
leaf_count=87 46 47 48 46 54 110 296 67 58 59 2823
internal_value=0 0.000172653 0.00011044 -0.00348816 0.000205884 0.000148196 0.00150269 0.000729998 -3.67248e-05 -0.00239066 0.000101073
internal_weight=0 3654 3608 93 3515 3467 417 363 3050 169 2881
internal_count=3741 3654 3608 93 3515 3467 417 363 3050 169 2881
is_linear=0
shrinkage=0.0995203


Tree=1894
num_leaves=10
num_cat=0
split_feature=27 1 0 1 1 1 1 6 18
split_gain=0.0804425 0.148863 0.250329 0.151274 0.118295 0.0799178 0.0979393 0.096039 0.066432
threshold=-0.038765000000000001 -0.50388999999999995 0.10858000000000002 -0.49367499999999997 -0.40145499999999995 -0.15796999999999997 -0.14482999999999999 0.092705000000000023 0.088735000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 8 -7 -8 -6
right_child=1 3 -4 4 5 6 7 -9 -10
leaf_value=-0.0029061681573672826 -0.00049488134900530043 -0.0055274178830915857 0.0074720034230501449 0.0045162036077497254 -0.0048093860470887189 0.0040929547812967853 0.00029811550549388471 -0.0010861456527505222 0.0001526914658627123
leaf_weight=87 85 48 72 59 61 60 2609 613 47
leaf_count=87 85 48 72 59 61 60 2609 613 47
internal_value=0 0.00015556 0.00315351 2.07312e-05 9.81827e-05 2.10493e-05 0.000108944 3.44995e-05 -0.00264238
internal_weight=0 3654 157 3497 3449 3390 3282 3222 108
internal_count=3741 3654 157 3497 3449 3390 3282 3222 108
is_linear=0
shrinkage=0.0995203


Tree=1895
num_leaves=13
num_cat=0
split_feature=0 27 0 0 8 2 9 0 6 9 5 18
split_gain=0.0720043 0.0625398 0.0937923 0.106214 0.0875299 0.229562 0.0744174 0.215755 0.221007 0.17458 0.0824051 0.0197232
threshold=-0.25289499999999993 -0.038765000000000001 0.048265000000000009 0.032270000000000014 -0.012329999999999999 -0.24163499999999999 0.11296000000000002 -0.095339999999999994 -0.085064999999999988 0.11007500000000002 -0.46244499999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -4 -6 9 -8 -9 10 -3 -7
right_child=1 2 4 -5 5 11 7 8 -10 -11 -12 -13
leaf_value=0.0034670364657611655 -0.0026169457190142365 -0.0015774756143604218 -0.00054441925663808359 -0.0047545421762154819 -0.00095403410128397945 0.0050383159210911242 0.004171405120148841 -0.0091488937873346957 -0.0012450107953841008 0.0062261775631174522 0.00021515352059276323 0.0080155734154607975
leaf_weight=61 87 280 91 47 71 46 49 47 139 46 2730 47
leaf_count=61 87 280 91 47 71 46 49 47 139 46 2730 47
internal_value=0 1.93062e-05 8.33676e-05 -5.69321e-05 0.00192313 0.00329731 9.90755e-06 -0.00169641 -0.00324663 0.000141388 4.81253e-05 0.00655176
internal_weight=0 3680 3593 3338 255 164 3291 235 186 3056 3010 93
internal_count=3741 3680 3593 3338 255 164 3291 235 186 3056 3010 93
is_linear=0
shrinkage=0.0995203


Tree=1896
num_leaves=13
num_cat=0
split_feature=5 2 0 8 26 17 9 9 6 4 2 17
split_gain=0.149862 0.127415 0.131583 0.197196 0.213009 0.15832 0.084555 0.127372 0.125024 0.154389 0.118185 0.0614723
threshold=0.6362850000000001 -0.23128999999999997 0.042275000000000014 -0.092299999999999993 -1.0000000180025095e-35 -0.56005499999999986 -0.095314999999999997 -0.0098899999999999995 -0.242115 0.092675000000000021 1.0000000180025095e-35 -0.053765
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 8 10 -7 -10 -8 -9
right_child=-2 2 3 4 -6 6 7 11 9 -11 -12 -13
leaf_value=0.00373592168629537 -0.0056022925253631948 0.0057213964796799304 0.0027329879098298951 0.00052980507873132718 -0.0074568980755737087 0.0059229297957276439 -0.00086876694093192708 0.00065281668658642017 0.0038837930005120001 -0.0033458710086510723 -0.0055468853802238148 -0.00030511667790979484
leaf_weight=88 48 48 50 52 90 57 177 1027 58 59 77 1874
leaf_count=88 48 48 50 52 90 57 177 1027 58 59 77 1874
internal_value=0 -4.87955e-06 -9.7345e-05 -0.00263169 -0.00452643 4.65032e-05 -3.50758e-05 -0.000153105 0.00210035 0.000231068 -0.00229016 3.37247e-05
internal_weight=0 3657 3569 192 142 3377 3329 3155 174 117 254 2901
internal_count=3705 3657 3569 192 142 3377 3329 3155 174 117 254 2901
is_linear=0
shrinkage=0.0995203


Tree=1897
num_leaves=26
num_cat=0
split_feature=2 3 9 9 3 3 2 0 2 3 18 17 18 0 18 2 18 11 18 0 8 3 3 0 26
split_gain=0.0666982 0.159108 0.116094 0.216682 0.211033 0.661071 0.197332 0.176857 0.370077 0.324344 0.114728 0.226457 0.184124 0.152159 0.236152 0.343792 0.110576 0.123702 0.155843 0.118377 0.10717 0.103025 0.238438 0.239531 0.213473
threshold=-0.072624999999999981 0.12551500000000002 0.093705000000000024 0.094375000000000028 0.11816500000000002 0.11225500000000002 -0.074679999999999983 -0.073464999999999989 -0.082904999999999993 0.09049500000000002 -0.082304999999999989 -0.092649999999999996 -0.15202999999999997 -0.18357499999999999 0.086800000000000016 0.11804000000000002 -0.064454999999999998 -0.122405 0.15614500000000003 0.0083400000000000019 -1.0000000180025095e-35 0.10583000000000002 0.091615000000000016 -0.079379999999999992 0.086130000000000026
decision_type=2 2 2 2 2 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 6 -5 21 9 -9 11 12 20 14 15 -12 -15 -18 19 -19 -2 22 23 -1 -24
right_child=10 -3 3 4 -6 -7 -8 8 -10 -11 13 -13 -14 16 -16 -17 17 18 -20 -21 -22 -23 24 -25 -26
leaf_value=0.00017012358481470122 -0.0065096082955217729 0.0051047982634232787 -0.0075150777520981184 -0.0022314653295989091 -0.0064450939457711669 0.01106555153636227 0.0045751451685373699 0.007374308701179378 0.010935213933527496 -0.0030646604404138927 0.011511083814163221 -0.0067191554853838617 0.0031129083573323436 0.003374825324900394 -0.0024837097690582738 0.00026104048843328918 0.0027715984531107695 -0.0012203297082256708 0.0040666026561638714 -0.004928675317829429 -9.2275068692364429e-06 -0.0039957037036754519 0.0083124035948591926 -0.0049908583557957244 0.0014462997193922863
leaf_weight=1231 51 65 49 301 53 49 49 46 48 82 49 85 79 62 59 60 79 625 49 99 50 57 61 96 171
leaf_count=1231 51 65 49 301 53 49 49 46 48 82 49 85 79 62 59 60 79 625 49 99 50 57 61 96 171
internal_value=0 0.000249046 0.000111042 -0.00122776 -0.000544354 0.000237403 -0.0012762 0.000485795 0.00348186 0.00068045 -0.000628701 -0.00248483 -0.000480732 -0.000173348 0.00257837 0.00532591 -0.000680031 -0.000976064 -0.00136013 -0.00172854 -0.0032997 0.000158984 0.000311413 -0.000202624 0.00325514
internal_weight=0 2358 2293 501 452 399 350 1792 176 128 1347 265 180 1082 168 109 914 852 773 724 101 1616 1559 1327 232
internal_count=3705 2358 2293 501 452 399 350 1792 176 128 1347 265 180 1082 168 109 914 852 773 724 101 1616 1559 1327 232
is_linear=0
shrinkage=0.0995203


Tree=1898
num_leaves=18
num_cat=0
split_feature=26 20 3 20 3 20 8 0 8 29 8 10 17 3 6 17 4
split_gain=0.0576004 0.101658 0.0799092 0.187991 0.224184 0.159243 0.191565 0.247194 0.149871 0.128667 0.106509 0.166363 0.128073 0.158496 0.140995 0.120149 0.0830801
threshold=0.31428500000000009 -0.045109999999999997 0.11721500000000003 -0.078725000000000003 0.12015500000000003 0.047510000000000011 -1.0000000180025095e-35 -0.12236 -0.068904999999999994 1.0000000180025095e-35 0.11446000000000002 0.088630000000000028 0.11639500000000001 0.084145000000000011 0.11056500000000001 -0.015464999999999998 0.12498500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 8 -5 6 7 -6 -4 10 11 12 14 -14 -1 -12 -7
right_child=1 -3 3 4 5 16 -8 -9 -10 -11 15 -13 13 -15 -16 -17 -18
leaf_value=0.00035310357967964869 0.0004156144358453009 -0.0057403820653602541 0.0012141436072073361 0.0075090544771051768 -0.0055713131387647016 -0.0053452784505337364 0.0068393636130719528 0.0025654199635396827 -0.0061948159701399105 -0.0043234386169124688 -0.00041187461584701472 -0.0060130211835424125 -0.0070600369585998813 -0.00097960992926837253 -0.0038231962160967066 0.0066157985763050462 0.00052687076079634663
leaf_weight=2249 59 48 52 63 47 48 69 173 56 73 47 48 47 447 83 49 47
leaf_count=2249 59 48 52 63 47 48 69 173 56 73 47 48 47 447 83 49 47
internal_value=0 -0.0023383 4.61048e-06 0.00110304 0.00200439 0.00109914 0.00226257 0.000823396 -0.00261996 -0.000195458 -9.37204e-05 -0.000202911 -0.000103936 -0.00155977 0.000204111 0.00316664 -0.00243149
internal_weight=0 107 3598 555 447 384 289 220 108 3043 2970 2874 2826 494 2332 96 95
internal_count=3705 107 3598 555 447 384 289 220 108 3043 2970 2874 2826 494 2332 96 95
is_linear=0
shrinkage=0.0995203


Tree=1899
num_leaves=10
num_cat=0
split_feature=5 10 5 20 20 7 4 4 8
split_gain=0.112214 0.0643947 0.0704521 0.155865 0.0805316 0.0644774 0.0634037 0.231415 0.188523
threshold=0.6362850000000001 0.091445000000000026 -0.53715999999999997 -0.022974999999999999 0.24030500000000005 0.088100000000000012 0.11474000000000002 0.11061500000000002 -0.0024749999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4 -8
right_child=-2 -3 4 -5 -6 -7 8 -9 -10
leaf_value=-0.00072986894933976581 -0.0048372221273391787 0.003017573288445798 -3.558987241024138e-05 0.0064946944903205668 -0.0040997912162971575 -0.0032304831139362234 -4.5087532979837511e-06 -0.0062285740773099282 0.0056035982137317203
leaf_weight=70 48 69 2958 51 50 63 258 61 77
leaf_count=70 48 69 2958 51 50 63 258 61 77
internal_value=0 5.92361e-06 -5.17646e-05 0.00230843 -0.000134373 -7.61083e-05 -1.66138e-05 -0.000160993 0.00128208
internal_weight=0 3657 3588 121 3467 3417 3354 3019 335
internal_count=3705 3657 3588 121 3467 3417 3354 3019 335
is_linear=0
shrinkage=0.0995203


Tree=1900
num_leaves=13
num_cat=0
split_feature=5 7 0 1 1 2 17 2 18 0 26 4
split_gain=0.104038 0.0749725 0.0995474 0.0999602 0.119196 0.122551 0.208426 0.129854 0.102609 0.207037 0.222885 0.178381
threshold=0.62931500000000018 -0.10984999999999999 0.16362500000000005 -0.15796999999999997 -0.14482999999999999 -0.087245000000000003 0.0041300000000000009 -0.086050000000000001 -0.15202999999999997 0.042275000000000014 1.0000000180025095e-35 0.09896000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 6 -6 -7 -3 11 -11 -10
right_child=-2 2 -4 4 5 7 -8 -9 9 10 -12 -13
leaf_value=-0.0034897540420601668 0.0033639980760562815 -0.006332650868994232 0.0041643165341410269 0.0043677052471843558 -0.00050235165264362214 0.0028345427718132572 -0.0051868338412102239 -8.1685365880876216e-05 0.0067497928398518791 -0.0009774007275743673 -0.0092462821509387959 -0.001590917988977446
leaf_weight=70 80 46 51 58 425 161 121 2487 47 104 47 55
leaf_count=70 80 46 51 58 425 161 121 2487 47 104 47 55
internal_value=0 -0.000263267 -0.000200337 -0.000263253 -0.000102881 -0.000184319 -0.00154199 9.5314e-05 -0.00200477 -0.00121464 -0.00355658 0.00224433
internal_weight=0 3672 3602 3551 3252 3194 546 2648 299 253 151 102
internal_count=3752 3672 3602 3551 3252 3194 546 2648 299 253 151 102
is_linear=0
shrinkage=0.0995203


Tree=1901
num_leaves=12
num_cat=0
split_feature=27 26 3 3 5 2 2 2 1 0 2
split_gain=0.0866097 0.0863786 0.0857456 0.0844437 0.070066 0.0957549 0.283738 0.3355 0.111171 0.199034 0.155285
threshold=-0.032854999999999995 0.31428500000000009 0.10214500000000003 0.31589000000000006 0.62720500000000012 -0.085374999999999993 -0.086050000000000001 -0.086414999999999992 -0.08616 -0.081094999999999987 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 -2 9 -7 -10
right_child=1 2 -4 -5 -6 8 -8 -9 10 -11 -12
leaf_value=0.0028648181087503177 -0.0010133159708476378 -8.4049317556242594e-05 -0.0058203514872054883 -0.0041413824147002211 0.0027043479277762011 -0.0060747259264639693 -0.0069466517632355571 0.0073871163005496624 0.0038989724036291857 -0.00026557879046540617 0.00021317236596494758
leaf_weight=91 805 50 54 52 86 74 74 50 120 279 2017
leaf_count=91 805 50 54 52 86 74 74 50 120 279 2017
internal_value=0 -0.000242861 -0.00307039 -0.000159959 -0.000100657 -0.000171453 -0.00103382 -0.000521105 0.00014996 -0.00148568 0.000420526
internal_weight=0 3661 104 3557 3505 3419 929 855 2490 353 2137
internal_count=3752 3661 104 3557 3505 3419 929 855 2490 353 2137
is_linear=0
shrinkage=0.0995203


Tree=1902
num_leaves=11
num_cat=0
split_feature=5 17 26 26 17 21 18 6 18 8
split_gain=0.0718058 0.0728868 0.0608283 0.1008 0.122907 0.105928 0.119726 0.269089 0.0961252 0.0872948
threshold=0.62720500000000012 -0.55380499999999999 -0.396395 -0.22491999999999998 -0.022884999999999999 0.13589500000000002 -0.15202999999999997 -0.065394999999999995 -0.112385 -0.041669999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -5 -8 -7
right_child=-2 2 3 5 -6 9 8 -9 -10 -11
leaf_value=-0.0032296393610873357 0.0026101189536238151 0.002935529939925938 -0.0070212633079597816 0.001552749382243744 0.0001982010982232388 -0.00027845854123868997 0.0030153408856093073 -0.0062018304439954959 -0.00018311568017855164 0.0050170879555004096
leaf_weight=78 91 62 47 80 46 54 96 99 3028 71
leaf_count=78 91 62 47 80 46 54 96 99 3028 71
internal_value=0 -0.000219492 -0.000153734 -0.000208364 -0.00344154 -0.000120411 -0.00022826 -0.00273152 -8.45656e-05 0.00272286
internal_weight=0 3661 3583 3521 93 3428 3303 179 3124 125
internal_count=3752 3661 3583 3521 93 3428 3303 179 3124 125
is_linear=0
shrinkage=0.0995203


Tree=1903
num_leaves=12
num_cat=0
split_feature=27 7 30 4 1 5 1 5 17 18 9
split_gain=0.0718994 0.0776611 0.0575993 0.0764231 0.0530129 0.0466777 0.245932 0.321431 0.165928 0.120327 0.120263
threshold=-0.032854999999999995 -0.10984999999999999 0.11290000000000001 0.13752500000000004 0.50462500000000021 -0.0016799999999999999 0.070450000000000026 0.00093000000000000016 -0.11045499999999998 -0.013025 0.086070000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 8 7 -7 9 -3 -10
right_child=1 2 -4 4 -6 6 -8 -9 10 -11 -12
leaf_value=0.002627002216130536 -0.0035368694579333755 0.0071313021425804196 -0.0029280372225360509 0.0044802188520583555 0.00024501739558112319 -0.0082731462374201481 0.0064299303164789944 -0.00059260161996309226 0.00071025175213684647 0.00098894384990871127 -0.00078901707814016874
leaf_weight=91 68 54 72 60 58 57 46 1024 955 77 1190
leaf_count=91 68 54 72 60 58 57 46 1024 955 77 1190
internal_value=0 -0.000204502 -0.000141207 -8.3987e-05 0.00240545 -0.00017055 -0.000694425 -0.000998346 8.84965e-05 0.00352716 -0.000121129
internal_weight=0 3661 3593 3521 118 3403 1127 1081 2276 131 2145
internal_count=3752 3661 3593 3521 118 3403 1127 1081 2276 131 2145
is_linear=0
shrinkage=0.0995203


Tree=1904
num_leaves=9
num_cat=0
split_feature=20 6 5 27 21 20 20 3
split_gain=0.0536903 0.0505635 0.0591806 0.0733053 0.104525 0.116581 0.0975454 0.0937439
threshold=-0.41270499999999993 0.18123500000000006 0.63455500000000009 -0.086859999999999993 -0.091869999999999993 -0.14091999999999996 -0.083404999999999993 0.090435000000000029
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 -6
right_child=1 -3 -4 4 5 6 -8 -9
leaf_value=0.0032225457960372533 -0.0033275356460756526 -0.003341843224140341 0.0029983047360005021 0.0036940620827914964 -0.00020606046858320218 0.0015963660347688194 -0.00028122897019209464 -0.0060582392594825483
leaf_weight=46 73 50 58 69 50 301 3054 60
leaf_count=46 73 50 58 69 50 301 3054 60
internal_value=0 -0.00019763 -0.000154511 -0.000205435 -0.000140711 -0.000217311 -0.000112533 -0.0034056
internal_weight=0 3715 3665 3607 3534 3465 3355 110
internal_count=3761 3715 3665 3607 3534 3465 3355 110
is_linear=0
shrinkage=0.0995203


Tree=1905
num_leaves=12
num_cat=0
split_feature=19 26 24 23 4 8 3 8 3 17 0
split_gain=0.0507656 0.235376 0.089197 0.0620456 0.0715901 0.0756851 0.0657155 0.201809 0.0828795 0.205654 0.122527
threshold=0.13159000000000004 0.08896500000000003 0.086185000000000025 -0.065019999999999981 0.13962500000000003 -0.26194999999999996 1.0000000180025095e-35 -0.01187 0.083725000000000022 -1.0000000180025095e-35 -0.19631499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 -5 9 -8 -10
right_child=1 -3 -4 4 5 -7 8 -9 10 -11 -12
leaf_value=-0.0033908736375286097 -0.0071746510150171505 0.001801571902574065 0.0040579092389264612 0.00087402759329120706 -2.3478684230786082e-05 0.0051241480774237578 -0.00048880391424791631 -0.0067132012595914302 -0.002897853957592999 0.0066983761542838693 -4.4280276976157914e-05
leaf_weight=57 52 65 51 84 60 53 111 59 157 61 2951
leaf_count=57 52 65 51 84 60 53 111 59 157 61 2951
internal_value=0 -0.00218086 -7.43482e-05 -0.00013323 -8.0486e-05 0.00238365 -0.000162071 -0.00225064 -7.07649e-05 0.00205538 -0.000188691
internal_weight=0 117 3644 3593 3536 113 3423 143 3280 172 3108
internal_count=3761 117 3644 3593 3536 113 3423 143 3280 172 3108
is_linear=0
shrinkage=0.0995203


Tree=1906
num_leaves=11
num_cat=0
split_feature=20 7 5 1 8 18 2 1 5 11
split_gain=0.04334 0.0439735 0.0475137 0.0757855 0.140233 0.21129 0.0848166 0.101486 0.16495 0.0614068
threshold=-0.41270499999999993 0.097640000000000018 0.63455500000000009 -0.49367499999999997 0.041960000000000011 -0.025879999999999997 -0.16935999999999998 -0.098224999999999993 -0.071539999999999992 -0.23394000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -5 8 -8 -9
right_child=1 -3 -4 6 -6 -7 7 9 -10 -11
leaf_value=0.0029088953783197426 -7.0835830838662092e-05 -0.002883385733877003 0.0027043197979314173 -0.003485883901002291 0.0024419068895402051 -0.0077479453375313206 -0.0025354684712868025 0.0028538766976271622 0.0032466816564328863 -0.00021433354200460402
leaf_weight=46 76 58 58 70 50 67 64 66 205 3001
leaf_count=46 76 58 58 70 50 67 64 66 205 3001
internal_value=0 -0.000163978 -0.000120624 -0.000166377 -0.00208498 -0.00367353 -5.74196e-05 1.42752e-05 0.00186796 -0.000148041
internal_weight=0 3715 3657 3599 193 143 3406 3336 269 3067
internal_count=3761 3715 3657 3599 193 143 3406 3336 269 3067
is_linear=0
shrinkage=0.0995203


Tree=1907
num_leaves=9
num_cat=0
split_feature=19 26 24 9 4 4 4 6
split_gain=0.0419884 0.190961 0.0722513 0.073202 0.157308 0.0596235 0.0690971 0.13506
threshold=0.13159000000000004 0.08896500000000003 0.086185000000000025 -0.26414499999999996 0.14699000000000004 0.13699000000000003 0.13062500000000002 -0.47103
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -5
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.0033907776217727702 -0.0064678956396992107 0.0016164974801674817 0.0036652762486439707 -0.0054872188774331794 0.0051871116551612095 -0.003005132739880686 0.0032210431367898961 -5.6669372466790696e-05
leaf_weight=66 52 65 51 46 56 70 62 3293
leaf_count=66 52 65 51 46 56 70 62 3293
internal_value=0 -0.00196957 -5.38043e-05 -0.000106822 -4.51377e-05 -0.000129789 -7.03675e-05 -0.000131729
internal_weight=0 117 3644 3593 3527 3471 3401 3339
internal_count=3761 117 3644 3593 3527 3471 3401 3339
is_linear=0
shrinkage=0.0995203


Tree=1908
num_leaves=14
num_cat=0
split_feature=26 17 8 10 0 26 8 19 20 3 21 21 21
split_gain=0.127332 0.105698 0.16089 0.46036 0.233304 0.291921 0.22913 0.0706867 0.0604001 0.16432 0.118337 0.0917471 0.10876
threshold=0.51432000000000022 -0.47367999999999999 0.041960000000000011 0.086165000000000019 -0.066735000000000003 0.084355000000000027 -0.077074999999999991 -0.072414999999999993 -0.224635 0.10850000000000003 -0.10223999999999998 -0.088829999999999992 -0.067244999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 -3 9 -9 -10 -12 -13
right_child=-2 7 3 -5 -6 6 -8 8 10 -11 11 12 -14
leaf_value=-0.0075235949066792592 -0.0052550872640445157 0.0032686093632352453 0.0082430681180663667 -0.0050603511593523684 -0.0074859280756263908 0.0055031143586578932 -0.0034179385787530049 0.0065046509989903451 -0.0049717800194052138 -0.001435763607091622 0.0041416881910278508 -0.002494096538534679 0.0001782538542236194
leaf_weight=47 46 72 52 51 79 68 49 51 46 52 55 159 2934
leaf_count=47 46 72 52 51 79 68 49 51 46 52 55 159 2934
internal_value=0 1.3083e-05 -0.00164313 0.00164799 -0.0030415 -0.000895588 0.00175995 0.000183421 0.000115798 0.00248795 3.90443e-05 0.000112525 4.06132e-05
internal_weight=0 3715 346 103 243 164 117 3369 3297 103 3194 3148 3093
internal_count=3761 3715 346 103 243 164 117 3369 3297 103 3194 3148 3093
is_linear=0
shrinkage=0.0995203


Tree=1909
num_leaves=14
num_cat=0
split_feature=26 17 9 6 21 26 10 19 20 3 21 21 21
split_gain=0.103248 0.0857313 0.178552 0.277454 0.29639 0.458208 0.146039 0.0573155 0.0489405 0.133278 0.0959561 0.0743938 0.088826
threshold=0.51432000000000022 -0.47367999999999999 0.08203000000000002 0.041585000000000011 0.10384500000000002 0.085855000000000029 0.086165000000000019 -0.072414999999999993 -0.224635 0.10850000000000003 -0.10223999999999998 -0.088829999999999992 -0.047889999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -3 9 -9 -10 -12 -13
right_child=-2 7 3 -5 -6 -7 -8 8 10 -11 11 12 -14
leaf_value=-0.0070471812416671937 -0.0047320999631314357 0.0029433168530499593 0.0026803988799756306 0.0058181212401808282 0.0033874958109917966 -0.011265102980298475 -0.0046041257817429123 0.005857307081741734 -0.0044769876509000595 -0.0012928760832813296 0.0037295065851579812 -0.0021023011446656211 0.00016976959695153975
leaf_weight=49 46 72 63 55 71 60 48 51 46 52 55 181 2912
leaf_count=49 46 72 63 55 71 60 48 51 46 52 55 181 2912
internal_value=0 1.17372e-05 -0.00147984 -0.000558563 -0.00201119 -0.00425754 -0.000462291 0.000165167 0.000104249 0.00223956 3.51331e-05 0.000101326 3.6545e-05
internal_weight=0 3715 346 297 242 171 111 3369 3297 103 3194 3148 3093
internal_count=3761 3715 346 297 242 171 111 3369 3297 103 3194 3148 3093
is_linear=0
shrinkage=0.0995203


Tree=1910
num_leaves=9
num_cat=0
split_feature=29 5 8 8 25 17 17 8
split_gain=0.0894396 0.0921942 0.0585246 0.0723289 0.0707282 0.0591425 0.157963 0.148997
threshold=0.12737000000000004 0.6362850000000001 -0.51030999999999993 -0.44475499999999996 0.096120000000000025 -0.45712999999999998 -0.17385999999999999 0.041960000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 -5
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=0.0029635345874198873 -0.0042655795410897184 -0.0043189207238219472 -0.0035004665461149079 -0.0022118285747432993 0.0036472313396864256 0.00282575450519748 -2.6411432319263313e-05 0.0023844001091405283
leaf_weight=68 49 48 57 299 54 206 2889 91
leaf_count=68 49 48 57 299 54 206 2889 91
internal_value=0 1.40797e-05 7.10674e-05 1.61435e-05 7.30142e-05 1.73968e-05 0.000163161 -0.00113728
internal_weight=0 3712 3664 3596 3539 3485 3095 390
internal_count=3761 3712 3664 3596 3539 3485 3095 390
is_linear=0
shrinkage=0.0995203


Tree=1911
num_leaves=17
num_cat=0
split_feature=26 17 9 21 2 0 17 9 9 9 1 9 0 26 0 0
split_gain=0.0830724 0.0581424 0.143223 0.115564 0.223979 0.243997 0.0553112 0.0554744 0.440203 0.19109 0.154955 0.179591 0.188459 0.110427 0.0933499 0.236856
threshold=0.51432000000000022 -0.47367999999999999 0.08203000000000002 0.096850000000000033 -0.08569499999999998 0.042275000000000014 -0.46159 0.086070000000000021 0.085765000000000022 0.085335000000000022 -0.093734999999999999 0.08648500000000002 -0.050054999999999995 0.08919500000000001 0.12512500000000001 -0.079805000000000001
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 -3 8 9 13 14 -12 -13 -8 15 -9
right_child=-2 6 3 -5 -6 -7 7 10 -10 -11 11 12 -14 -15 -16 -17
leaf_value=-0.0061998646306761209 -0.0042406770370341145 0.0032714293238668289 0.0042959408274258646 0.0026579252010039064 -0.0065642833389214818 -0.0038587071426378493 0.00023560453774944606 -0.00052602240799119575 0.010102934310813081 -0.0042004908673025461 -0.0062950110869479242 -0.0001476952119617886 -0.0053669856183868854 0.0033284492630368838 -0.00075285793003390178 0.0092517770160159742
leaf_weight=49 46 55 78 87 64 68 1352 47 46 91 53 1428 72 125 49 51
leaf_count=49 46 55 78 87 64 68 1352 47 46 91 53 1428 72 125 49 51
internal_value=0 1.44926e-05 -0.00121381 -0.000388434 -0.0016544 0.000492279 0.000140883 8.86809e-05 0.000506755 0.000224712 -0.000307762 -0.000600518 -0.000398767 0.000497909 0.00277953 0.00455407
internal_weight=0 3715 346 297 210 146 3369 3314 1614 1568 1700 1553 1500 1477 147 98
internal_count=3761 3715 346 297 210 146 3369 3314 1614 1568 1700 1553 1500 1477 147 98
is_linear=0
shrinkage=0.0995203


Tree=1912
num_leaves=24
num_cat=0
split_feature=8 25 3 8 8 26 29 5 6 26 3 1 0 0 0 8 20 26 5 6 5 5 5
split_gain=0.0710373 0.11729 0.14364 0.110147 0.182554 0.112282 0.116164 0.121307 0.112871 0.118382 0.318518 0.22545 0.108919 0.28479 0.312045 0.302618 0.245606 0.199508 0.181407 0.441688 0.216589 0.369968 0.192105
threshold=-0.080364999999999992 0.083740000000000023 0.14940500000000004 -0.081055000000000002 -0.081534999999999982 -0.019129999999999998 -0.063964999999999994 -0.015824999999999995 -0.25061999999999995 0.090715000000000032 0.087675000000000017 0.25544500000000009 -0.079805000000000001 -0.08269 -0.088694999999999982 -0.041669999999999992 -0.073314999999999991 0.09112000000000002 -0.07965499999999999 0.031195000000000007 -0.0042299999999999994 -0.020074999999999999 0.018455000000000003
decision_type=2 2 2 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 6 7 -1 -7 11 -11 -10 13 14 15 -2 -15 -16 19 -14 21 -20 -22
right_child=1 -3 -4 -5 -6 8 -8 -9 9 10 -12 -13 18 16 17 -17 -18 -19 20 -21 22 -23 -24
leaf_value=-0.0021949684053793974 -0.009524427714316195 0.0042471602414929505 0.0033337703456530299 0.003995867187159198 -0.0055549163735019022 -0.0033226663171152674 0.0069307785778998385 0.0044404258406026192 -0.00045172759471888852 0.0081236636360651673 0.00039604593718847551 0.0061347195000925146 0.00084237110218154455 -0.00027472763475784405 0.0090800630545651538 -0.0010465536847768099 -0.0090447201338950834 0.00010656842149291006 0.00098622276045293969 -0.011224913637635345 -0.0064137049038146179 0.010905099628739185 -0.00010975737691112805
leaf_weight=55 46 50 86 79 53 89 49 54 1097 67 251 54 80 50 46 451 87 53 197 48 52 46 608
leaf_count=55 46 50 86 79 53 89 49 54 1097 67 251 54 80 50 46 451 87 53 197 48 52 46 608
internal_value=0 -0.000506982 -0.000635915 0.000359554 0.000196701 0.000374821 0.00290296 0.00108478 0.000117911 0.000326918 0.00202677 -0.000142008 -0.000829912 -0.00175748 -0.000815386 -0.00183287 -0.00584997 0.00428434 -0.000169653 -0.00367647 0.00032653 0.00286724 -0.000607673
internal_weight=0 1900 1850 1848 1769 1716 158 109 1558 1469 318 1151 1764 733 596 497 137 99 1031 128 903 243 660
internal_count=3748 1900 1850 1848 1769 1716 158 109 1558 1469 318 1151 1764 733 596 497 137 99 1031 128 903 243 660
is_linear=0
shrinkage=0.0995203


Tree=1913
num_leaves=30
num_cat=0
split_feature=8 18 6 5 9 5 18 18 0 18 8 8 0 18 0 26 9 9 3 3 18 5 21 4 4 21 3 0 4
split_gain=0.0576029 0.127389 0.0996977 0.129101 0.430799 0.341625 0.171047 0.172866 0.0968299 0.207014 0.141105 0.400417 0.345371 0.288654 0.226167 0.268795 0.495462 0.206332 0.140007 0.416461 0.125528 0.112825 0.165474 0.138496 0.232499 0.12677 0.162276 0.0742678 0.0416043
threshold=-0.080364999999999992 -0.14734 0.11766500000000002 0.11286000000000003 0.087495000000000031 0.064585000000000017 -0.095364999999999991 -0.090899999999999995 -0.067059999999999995 -0.42656999999999995 -0.051259999999999993 -0.065539999999999987 -0.084665000000000004 -0.090254999999999988 -0.070374999999999993 0.056820000000000016 0.10892000000000003 0.096830000000000013 0.11404500000000002 0.10850000000000003 -0.10212999999999998 0.25032500000000008 0.083545000000000022 0.13424500000000003 0.10724500000000002 0.090285000000000018 0.10920500000000002 -0.14124499999999998 0.098220000000000016
decision_type=2 2 2 2 2 2 2 2 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 6 -3 -8 10 -10 11 12 -2 20 15 18 -17 -15 19 -12 -14 22 23 24 -11 26 28 -20 -23
right_child=8 2 -4 4 -6 -7 7 -9 9 21 14 -13 13 17 -16 16 -18 -19 27 -21 -22 25 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0051330022759324022 -0.0090054484613118959 -0.0056341785929841679 0.0042046986447832231 -0.00855934254818848 0.0027625816181327638 0.0084736569860997483 0.0059211122983823562 2.557191047565814e-05 0.0067549346516213842 0.00061094010315359767 -0.00014236673734032153 -0.0097307282656850843 -0.0017046818689267571 0.00012405117763171012 -0.0061652091413043593 0.012213451693237497 -0.0015232696749008755 0.0069287610722417094 0.005969357674673016 -0.0099969850516690318 -0.0085871226717472923 -0.0045185195006516325 0.0049376025002838275 0.0049106644900441853 -0.0070714526679664224 -0.004922622899582162 0.0041373260517587728 0.00029445255515732534 -0.00035058620876817197
leaf_weight=53 50 51 59 67 66 49 51 1452 49 177 443 62 62 243 56 50 54 54 46 47 46 50 86 46 50 79 58 46 46
leaf_count=53 50 51 59 67 66 49 51 1452 49 177 443 62 62 243 56 50 54 54 46 47 46 50 86 46 50 79 58 46 46
internal_value=0 0.000323815 0.000181361 4.41512e-05 -0.00293479 0.000291823 3.33102e-05 0.000226165 -0.000456484 0.000538385 -0.000963656 -0.00222591 -0.00120148 -0.000236005 -8.30555e-05 0.000412254 0.00507305 0.00136403 -0.000419198 -0.00108928 -0.00464367 2.24564e-05 0.00113066 -6.55989e-05 -0.00107761 -0.00168152 -1.35589e-05 0.0031408 -0.00252991
internal_weight=0 1848 1795 1736 133 1603 1554 1503 1900 641 1259 517 455 405 742 686 104 297 582 490 108 592 359 273 227 233 154 92 96
internal_count=3748 1848 1795 1736 133 1603 1554 1503 1900 641 1259 517 455 405 742 686 104 297 582 490 108 592 359 273 227 233 154 92 96
is_linear=0
shrinkage=0.0995203


Tree=1914
num_leaves=19
num_cat=0
split_feature=17 17 17 0 5 18 18 2 2 6 0 1 5 1 20 0 8 2
split_gain=0.0543252 0.157841 0.131244 0.108686 0.200692 0.10519 0.153577 0.115834 0.185703 0.119622 0.101918 0.265414 0.244754 0.178646 0.166976 0.115744 0.10758 0.141201
threshold=0.12439000000000001 0.16128500000000004 0.11012500000000003 -0.225295 -0.093384999999999982 -0.083039999999999989 -0.070914999999999992 -0.095204999999999998 -0.080695000000000003 0.086655000000000024 -0.11524 0.005935000000000001 -0.48081999999999997 -0.031409999999999993 -0.048779999999999997 -0.1021 -0.42187000000000002 0.12875500000000004
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 -3 -7 -8 -9 -10 11 13 14 -5 -13 -12 -17 -18
right_child=1 5 -4 10 -6 6 7 8 9 -11 15 12 -14 -15 -16 16 17 -19
leaf_value=-0.0062736991724324526 0.0058357863469501864 0.0047319291761175036 -0.0048796814994501742 0.0019195301279944026 0.0018560128512053445 -0.0051056672904202828 -0.0041379667267782711 0.0055295225823109168 -0.0015983090798369569 0.0023418026764808501 -0.0037614400507126233 0.0053641788787669696 0.0081593332710756025 -0.0046455916144549029 -0.0025830252320831774 0.0038247615390875102 -0.00010880473818686837 -0.0055059194466291371
leaf_weight=75 56 48 59 82 50 55 48 74 189 128 89 47 83 82 59 67 2408 49
leaf_count=75 56 48 59 82 50 55 48 74 189 128 89 47 83 82 59 67 2408 49
internal_value=0 0.000804946 -0.000229633 -0.000140609 -0.00301527 0.000283644 -0.000146922 0.000472469 0.00104055 -4.7666e-06 -1.91825e-05 0.00156772 0.00411081 -0.00135804 0.000933013 -0.000233877 -0.000109165 -0.000216773
internal_weight=0 598 3150 3091 125 542 494 439 391 317 2966 353 189 164 106 2613 2524 2457
internal_count=3748 598 3150 3091 125 542 494 439 391 317 2966 353 189 164 106 2613 2524 2457
is_linear=0
shrinkage=0.0995203


Tree=1915
num_leaves=13
num_cat=0
split_feature=29 4 1 4 9 4 9 4 4 4 20 6
split_gain=0.0402892 0.142845 0.173132 0.134698 0.219228 0.178935 0.101475 0.129261 0.14356 0.198527 0.187724 0.119889
threshold=-0.011859999999999999 0.10343500000000001 -0.0064949999999999999 0.12784500000000004 -0.082514999999999991 0.13881500000000005 -0.46256000000000003 0.14068000000000006 0.12868000000000004 0.11860000000000002 0.11250000000000003 -0.23160999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5 -2 8 9 10 11 -8
right_child=6 3 -4 5 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=0.007000028942159885 -0.0046633409800055066 0.0016031331964176088 -0.00017420699056379445 0.0057797359124531029 -0.0066704926498687223 -0.0020317814614598546 -0.0049109138801680125 0.0046397818220986148 -0.0044860901186591336 0.0064095266916742175 0.0043820499440714814 -0.00022114501861552217
leaf_weight=69 49 60 64 59 67 57 55 56 75 46 87 3004
leaf_count=69 49 60 64 59 67 57 55 56 75 46 87 3004
internal_value=0 0.000918862 0.00354161 -0.000513266 -0.00275525 0.00193426 -0.000167104 -0.000100558 -0.000182063 -8.06781e-05 -0.000175836 -0.000305733
internal_weight=0 376 133 243 127 116 3372 3323 3267 3192 3146 3059
internal_count=3748 376 133 243 127 116 3372 3323 3267 3192 3146 3059
is_linear=0
shrinkage=0.0995203


Tree=1916
num_leaves=15
num_cat=0
split_feature=22 4 9 0 18 18 18 4 18 6 18 9 22 3
split_gain=0.0862692 0.0961269 0.0828099 0.0703408 0.0695694 0.291101 0.262552 0.24843 0.222718 0.210706 0.15396 0.152297 0.0566565 0.0843217
threshold=0.10292000000000003 0.14221500000000004 -0.073629999999999987 -0.23998999999999998 -0.023444999999999997 -0.046804999999999992 -0.019539999999999998 0.10739000000000003 -0.015440000000000001 -0.074569999999999984 -0.013125 0.086375000000000021 0.12975500000000004 0.09339500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 7 -6 9 -8 -5 -10 -7 13 -2
right_child=12 2 -4 4 6 11 8 -9 10 -11 -12 -13 -14 -15
leaf_value=0.0037695418889107093 -0.00065617125405738135 0.0003561313540959214 0.0060741593640893255 0.0030318216887977368 -0.0077140230575855713 0.001052990340516042 0.0060783642847091618 0.0064621980317351767 -0.0059140665256339443 -0.00072630357219641273 -0.00014843892039448776 0.0080418154103461207 0.00012723151279907583 -0.0064858521775959417
leaf_weight=52 49 50 51 174 46 53 56 59 47 979 1934 75 67 50
leaf_count=52 49 50 51 174 46 53 56 59 47 979 1934 75 67 50
internal_value=0 0.000224626 0.00325156 0.000136413 8.09822e-05 0.000640551 -0.000278597 0.000163165 -0.000110286 -0.000158452 -0.000285644 0.0051544 -0.00209591 -0.00360873
internal_weight=0 3576 101 3475 3423 1340 2083 1212 2037 1153 1981 128 166 99
internal_count=3742 3576 101 3475 3423 1340 2083 1212 2037 1153 1981 128 166 99
is_linear=0
shrinkage=0.0995203


Tree=1917
num_leaves=15
num_cat=0
split_feature=22 22 3 3 0 3 3 20 8 19 29 20 20 8
split_gain=0.0702009 0.0828594 0.0766136 0.137404 0.13682 0.0899622 0.0899757 0.146659 0.237492 0.133104 0.0989219 0.0534015 0.0829485 0.0122683
threshold=0.10170500000000003 0.091785000000000019 0.14721500000000004 0.16149500000000003 -0.040384999999999997 0.13547000000000003 0.11926500000000002 -0.077394999999999992 -0.071594999999999992 -0.050215000000000003 0.0035350000000000004 -0.0083149999999999995 0.14849500000000004 -0.062834999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 9 -8 -9 -1 -11 -2 -13 -7
right_child=11 -3 3 4 -6 13 7 8 -10 10 -12 12 -14 -15
leaf_value=-0.0039205371304225712 -0.0042806433658287646 0.0044016487010374227 0.0063634100595765918 0.0036646139832522818 -0.0034547573499625096 -0.0018238662530081641 0.0070134546893270517 -0.0039573386599700425 0.0045358327311644242 0.00020404830043880019 -0.0037505473612513105 0.0018249827816808222 -0.0035708587116073448 -0.0041072409604647024
leaf_weight=83 59 46 54 55 52 50 48 61 70 2939 64 63 51 47
leaf_count=83 59 46 54 55 52 50 48 61 70 2939 64 63 51 47
internal_value=0 0.00020453 0.000149496 0.00227038 0.000197082 4.76874e-05 0.00013666 0.0023059 0.000574748 1.05706e-05 0.000119495 -0.00184797 -0.000581766 -0.00293868
internal_weight=0 3569 3523 161 107 3362 3265 179 131 3086 3003 173 114 97
internal_count=3742 3569 3523 161 107 3362 3265 179 131 3086 3003 173 114 97
is_linear=0
shrinkage=0.0995203


Tree=1918
num_leaves=13
num_cat=0
split_feature=4 26 4 26 9 1 0 4 4 27 0 1
split_gain=0.0658475 0.189597 0.12362 0.243457 0.121132 0.0794095 0.12952 0.121726 0.0720218 0.0813382 0.153871 0.106407
threshold=0.13752500000000004 -1.0000000180025095e-35 0.12719000000000005 -0.054024999999999997 -0.26414499999999996 0.42491000000000007 -0.085349999999999995 0.11834000000000001 0.11366000000000002 0.085370000000000015 -0.071799999999999989 0.27552000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -3 7 -7 8 9 11 -11 -1
right_child=1 4 3 -5 -6 6 -8 -9 -10 10 -12 -13
leaf_value=7.7248737243246164e-05 -0.0030772781203740581 0.00026155993781360782 0.0024539262109589499 -0.006830147526087558 0.0068547614719085184 0.0067478215391598454 -0.00059127306688358766 -0.0048376512269429125 0.0037843424157608368 -2.1487380283412842e-05 -0.0067167211359709551 0.0041471936106908377
leaf_weight=3040 50 46 46 71 70 46 49 50 52 107 50 65
leaf_count=3040 50 46 46 71 70 46 49 50 52 107 50 65
internal_value=0 0.00203615 8.31113e-06 -0.003173 0.00424727 0.000116155 0.00295378 3.57767e-05 0.000109552 5.07204e-05 -0.00215894 0.000162713
internal_weight=0 166 3576 117 116 3459 95 3364 3314 3262 157 3105
internal_count=3742 166 3576 117 116 3459 95 3364 3314 3262 157 3105
is_linear=0
shrinkage=0.0995203


Tree=1919
num_leaves=12
num_cat=0
split_feature=26 4 3 3 0 11 3 29 10 2 21
split_gain=0.0573112 0.103139 0.112815 0.113619 0.0699085 0.0693034 0.0766439 0.126095 0.131466 0.0662203 0.0749103
threshold=0.12086000000000002 0.11474000000000002 0.096385000000000012 0.10377500000000002 -0.055729999999999995 -0.364875 0.14940500000000004 0.091190000000000021 0.091445000000000026 0.17898500000000003 0.14680000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 -1 7 8 9 10 -7
right_child=1 -3 3 4 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0032363973041445527 0.0046698713057736017 0.0057936742800272544 -0.0042253299276713676 -0.0010848369494136463 0.0041126364978335845 -4.3260378954785936e-05 0.0033517353607085952 -0.0045444334345518186 0.0046750748204589304 0.0026350478764302692 -0.0040895424966490151
leaf_weight=65 51 46 58 56 47 3095 68 60 60 90 46
leaf_count=65 51 46 58 56 47 3095 68 60 60 90 46
internal_value=0 0.00151995 0.000588768 -0.00069892 0.00127888 -1.7068e-05 4.38966e-05 -2.29833e-05 5.9201e-05 -2.62629e-05 -0.000102779
internal_weight=0 258 212 161 103 3484 3419 3351 3291 3231 3141
internal_count=3742 258 212 161 103 3484 3419 3351 3291 3231 3141
is_linear=0
shrinkage=0.0995203


Tree=1920
num_leaves=25
num_cat=0
split_feature=9 9 9 3 9 26 26 3 21 3 3 26 9 5 9 26 3 0 1 10 8 0 0 6
split_gain=0.0552021 0.281357 0.149608 0.202649 0.121323 0.186608 0.317114 0.164371 0.430389 0.215888 0.142539 0.138855 0.673042 0.333794 0.246494 0.462373 0.0952753 0.126324 0.116472 0.248468 0.136434 0.0993864 0.176803 0.154583
threshold=0.093175000000000022 0.094085000000000016 0.09227500000000001 0.09339500000000002 0.091485000000000025 0.090625000000000025 0.091275000000000023 0.091615000000000016 0.093835000000000016 0.08920500000000002 0.092395000000000019 0.089005000000000015 0.086965000000000028 -0.012164999999999999 0.089855000000000032 0.088475000000000012 0.15108000000000005 -0.113275 -0.076329999999999995 0.086165000000000019 -0.070134999999999989 -0.08892499999999999 -0.096019999999999994 -0.065394999999999995
decision_type=2 2 2 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 11 -7 9 -9 -8 -6 14 -13 -14 15 -1 17 -3 19 20 -19 22 -20 -23
right_child=1 16 3 -5 10 6 7 8 -10 -11 -12 12 13 -15 -16 -17 -18 18 21 -21 -22 23 -24 -25
leaf_value=0.00028673463841983552 -0.0058254288307469995 0.0052071574335571021 -3.1546141748490698e-05 0.0086191779827692102 -0.0068640386588163524 0.009945753513502794 0.0017473375245322131 0.0080327076905715045 -0.003791573351851478 -0.005686698638281514 0.0007133657419018507 -0.012612602586667689 0.0057258475992046295 -0.0038219129455661235 -0.0061095498444414288 0.0084700425599609028 -0.0042447525615389708 0.008774326894221628 0.00019014762718015717 -0.0036969369562869256 0.0021469372561355692 0.00215942627388142 -0.0078906656785439518 -0.0013947150752176445
leaf_weight=1867 85 51 55 52 49 50 125 90 46 56 49 48 73 72 56 71 46 48 62 50 87 202 47 303
leaf_count=1867 85 51 55 52 49 50 125 90 46 56 49 48 73 72 56 71 46 48 62 50 87 202 47 303
internal_value=0 -0.000353108 0.000515707 0.0041649 0.000368165 0.000500296 0.00257706 0.00141222 0.0040273 -0.000548174 -0.00306698 0.000151421 -0.00239687 0.000979245 0.000398481 0.000586959 0.000165116 0.000404731 9.71686e-05 0.00228705 0.00450941 -0.000561317 -0.00328673 2.53205e-05
internal_weight=0 981 2759 107 2652 2554 367 317 136 181 98 2187 193 145 1994 1938 896 850 799 185 135 614 109 505
internal_count=3740 981 2759 107 2652 2554 367 317 136 181 98 2187 193 145 1994 1938 896 850 799 185 135 614 109 505
is_linear=0
shrinkage=0.0995203


Tree=1921
num_leaves=24
num_cat=0
split_feature=2 2 9 0 2 20 9 2 3 0 6 3 5 20 18 9 0 2 4 4 5 6 8
split_gain=0.097536 0.119881 0.454689 0.410005 0.294949 0.108475 0.145744 0.195364 0.15754 0.241474 0.262606 0.150292 0.138001 0.132877 0.165432 0.113788 0.092795 0.109935 0.169789 0.175993 0.0987627 0.0713066 0.0288465
threshold=-0.087245000000000003 -0.08569499999999998 0.08401500000000002 -0.084474999999999995 -0.085089999999999985 -0.083824999999999997 0.090150000000000022 -0.098809999999999995 0.091295000000000029 -0.085684999999999997 0.08846500000000003 0.10038500000000002 0.62404000000000015 -0.091229999999999992 -0.0086449999999999982 0.083325000000000024 0.11291000000000002 0.50951500000000005 0.13881500000000005 0.11860000000000002 -0.41880499999999998 -0.012574999999999999 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 -2 -4 -3 13 8 11 9 15 -11 21 -13 14 22 -7 17 18 19 -6 -20 -8 -1
right_child=1 4 3 -5 16 6 7 -9 -10 10 -12 12 -14 -15 -16 -17 -18 -19 20 -21 -22 -23 -24
leaf_value=-0.0048297773983252655 0.010401458520785355 -0.0071526218427503969 -0.0060971467405795338 0.0042987290799165251 0.00042408355185945745 -0.0014355482381155887 -0.0064953161574100408 0.0061627139683255424 -0.0071971445256187715 -0.00080678794263382766 -0.010078472459825964 0.0051044721373659004 -0.0018242735422232569 0.0054339592595881517 0.0032827803164710242 0.0048242549288472812 -0.0034845079313443792 0.005196128247516296 -0.00033794108476229822 0.0037796307035074276 -0.0064601319505488298 -0.0010719519702378695 -0.0012745706714132336
leaf_weight=46 57 51 64 91 2317 60 50 46 67 71 53 54 60 54 73 55 57 50 52 166 53 47 46
leaf_count=46 57 51 64 91 2317 60 50 46 67 71 53 54 60 54 73 55 57 50 52 166 53 47 46
internal_value=0 0.000520452 0.00280118 9.56406e-07 0.000344074 -0.000729035 -0.00146072 0.0002836 -0.00292839 -0.00172828 -0.00477629 -0.000994224 0.00145058 0.00114821 -0.000249437 0.00155115 0.000486245 0.000572353 0.000482705 0.000648747 -0.00343599 -0.00387594 -0.00306107
internal_weight=0 2958 212 155 2746 782 563 257 306 239 124 211 114 219 165 115 2695 2638 2588 2483 105 97 92
internal_count=3740 2958 212 155 2746 782 563 257 306 239 124 211 114 219 165 115 2695 2638 2588 2483 105 97 92
is_linear=0
shrinkage=0.0995203


Tree=1922
num_leaves=34
num_cat=0
split_feature=20 0 0 0 18 17 0 4 0 0 6 17 17 26 17 0 26 6 0 0 26 21 20 18 0 17 3 21 20 19 3 3 3
split_gain=0.0523245 0.171323 0.784793 0.289196 0.444362 0.243574 0.501798 0.333102 0.307488 0.188937 0.646882 0.141542 0.254381 0.133964 0.115632 0.140105 0.288378 0.200005 0.109695 0.299498 0.214938 0.274626 0.54447 0.229825 0.207647 0.172316 0.280249 0.171317 0.222454 0.257128 0.185298 0.13887 0.0529099
threshold=-0.049534999999999996 -0.085794999999999996 -0.086474999999999996 -0.084474999999999995 -0.0095499999999999977 -0.0082649999999999998 -0.087504999999999986 0.088720000000000021 -0.088329999999999992 -0.08269 0.088315000000000018 0.24923500000000007 0.016900000000000005 0.08358500000000002 0.51392000000000015 -0.071799999999999989 0.095385000000000011 0.016740000000000005 -0.085684999999999997 -0.084269999999999998 -0.047160000000000001 0.085855000000000029 -0.087094999999999992 -0.026374999999999999 -0.081604999999999997 -0.065004999999999993 0.091715000000000033 0.12329000000000002 -0.082119999999999985 -1.0000000180025095e-35 0.10174000000000002 0.10259500000000003 0.093835000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 5 4 -3 6 7 13 11 10 -5 12 -7 -2 15 16 -11 -17 20 -20 31 22 32 -23 -21 -25 -27 28 30 -30 -26 -1 -22
right_child=1 3 -4 9 -6 8 -8 -9 -10 14 -12 -13 -14 -15 -16 17 -18 -19 19 24 21 23 -24 25 27 26 -28 -29 29 -31 -32 -33 -34
leaf_value=0.0053400868536725918 -0.0038826889060245263 -0.011168640764058723 0.012293768791038715 -0.0039747473913669586 0.0013588664664281303 0.0022200215395735559 -0.010424815778485974 0.0069791562287189112 0.0087813686891456931 -4.8436615912207605e-06 0.0096617558316058304 0.0048237153806216342 -0.0035780131317326622 0.00071262793731670685 0.0046656727134365321 -0.00035707279057228526 -0.0047431467239387737 0.0035241675627163999 0.0066681726469495529 -0.0048792804370934228 -0.002541514250670967 0.0053245269656279799 -0.011116358249250179 -0.0058697981203104013 0.0016411097174418008 0.0047210288753701708 -0.00321788075010948 -0.0033789897996225906 -0.0023594147384079296 0.0062367645731843876 -0.0045383568474285565 -0.0014965768357208078 0.0021572914923618531
leaf_weight=71 110 57 63 61 55 235 50 60 62 435 79 89 110 146 48 487 180 180 72 79 46 57 84 70 125 73 111 86 46 136 78 50 49
leaf_count=71 110 57 63 61 55 235 50 60 62 435 79 89 110 146 48 487 180 180 72 79 46 57 84 70 125 73 111 86 46 136 78 50 49
internal_value=0 0.000494273 0.00157025 -0.000134337 -0.00500943 0.000785562 -0.00116045 0.00030284 0.00222318 0.000236542 0.00371429 0.00128441 0.000369 -0.00125872 -0.000128921 -0.000309077 -0.001393 0.000689111 -0.000297283 0.0006322 -0.00124484 -0.00217329 -0.0052792 -0.000383019 -0.000156475 -0.00166707 -6.37552e-05 0.000633935 0.00153245 0.00405961 -0.000729234 0.00250825 -0.000109303
internal_weight=0 2507 925 1582 112 862 366 316 496 1470 140 434 345 256 1330 1282 615 667 1233 622 611 490 179 311 550 254 184 471 385 182 203 121 95
internal_count=3740 2507 925 1582 112 862 366 316 496 1470 140 434 345 256 1330 1282 615 667 1233 622 611 490 179 311 550 254 184 471 385 182 203 121 95
is_linear=0
shrinkage=0.0995203


Tree=1923
num_leaves=20
num_cat=0
split_feature=2 2 2 5 5 5 5 0 5 10 2 9 0 2 2 5 0 2 23
split_gain=0.0699058 0.108336 0.107166 0.172403 0.311482 0.309362 0.170705 0.158121 0.194963 0.11153 0.101035 0.368491 0.337568 0.222805 0.0958181 0.13672 0.0685226 0.0983571 0.0794246
threshold=-0.087245000000000003 -0.087804999999999994 -0.088554999999999995 -0.013384999999999999 -0.0024199999999999998 -0.068984999999999991 -0.095609999999999987 -0.086855000000000002 0.065520000000000023 0.076235000000000011 -0.08569499999999998 0.08401500000000002 -0.083885000000000001 -0.084979999999999986 -0.084154999999999994 -0.0093650000000000001 0.11291000000000002 0.50951500000000005 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 3 5 -5 6 9 -6 -9 -1 11 -2 -13 -12 15 -15 17 18 -16
right_child=10 -3 -4 4 7 -7 -8 8 -10 -11 13 12 -14 14 16 -17 -18 -19 -20
leaf_value=0.0039622721982751873 0.0093670681155672651 -0.004727926789736399 0.0040596306638959329 -0.0083073585260897906 0.0042562295302407231 0.0083769868943468096 -0.0056863579571211553 -0.0068101238992764055 -0.00033450182961462468 -0.0010948640789136702 -0.0055798948742715364 -0.0046655000609310531 0.0046234055513671816 0.0067882601860731213 0.00036213458022180285 -0.00028056336804923508 -0.0031258484166554802 0.0047332887539753383 -0.0033326852991181367
leaf_weight=77 57 59 52 64 53 50 46 58 225 98 63 77 78 55 2409 53 57 50 59
leaf_count=77 57 59 52 64 53 50 46 58 225 98 63 77 78 55 2409 53 57 50 59
internal_value=0 -0.000626511 -0.000290685 -0.000629038 -0.0019429 0.00130722 -0.000288572 -0.000728185 -0.00166455 0.0011256 0.000431265 0.00252503 3.63548e-06 0.000269322 0.000406974 0.00331172 0.000284826 0.000362358 0.000273474
internal_weight=0 782 723 671 400 271 221 336 283 175 2958 212 155 2746 2683 108 2575 2518 2468
internal_count=3740 782 723 671 400 271 221 336 283 175 2958 212 155 2746 2683 108 2575 2518 2468
is_linear=0
shrinkage=0.0995203


Tree=1924
num_leaves=13
num_cat=0
split_feature=27 1 1 1 1 0 30 0 21 21 20 4
split_gain=0.060066 0.0699766 0.158928 0.155047 0.164343 0.122576 0.128276 0.150402 0.107449 0.217058 0.131012 0.0939568
threshold=-0.032854999999999995 0.081675000000000011 0.15756500000000004 0.066150000000000028 0.058455000000000014 -0.233955 0.10284500000000002 -0.16969499999999998 -0.091869999999999993 -0.08564999999999999 -0.23598 0.13699000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 8 -4 7 -7 -2 -10 -11 -9
right_child=1 2 5 -5 -6 6 -8 11 9 10 -12 -13
leaf_value=0.0026293903165357617 0.0045366979688343904 -0.0047650197959987241 -0.004619288038179869 0.0056257800062445313 -0.0046561247745853943 0.005783844463216942 -0.0036956609975887949 0.0010561762562958481 -0.0061982114730471582 -0.0047058564817591018 0.00038397569203287821 -0.0028842584171832504
leaf_weight=91 57 91 57 52 69 55 69 270 52 51 2742 77
leaf_count=91 57 91 57 52 69 55 69 270 52 51 2742 77
internal_value=0 4.04265e-05 -0.000923336 0.000238041 0.000143466 -0.000259676 0.000266182 0.000948237 0.000257866 0.000171852 0.000290743 0.000179426
internal_weight=0 3642 619 3023 2971 528 471 402 2902 2845 2793 347
internal_count=3733 3642 619 3023 2971 528 471 402 2902 2845 2793 347
is_linear=0
shrinkage=0.0995203


Tree=1925
num_leaves=21
num_cat=0
split_feature=2 1 1 1 2 26 3 3 3 6 3 26 1 26 1 8 4 2 2 2
split_gain=0.0747066 0.0607092 0.20671 0.178009 0.41479 0.125684 0.225462 0.15602 0.23032 0.226517 0.183384 0.146041 0.108364 0.270619 0.151336 0.0981391 0.0796165 0.0746701 0.196759 0.188033
threshold=-0.24206999999999998 -0.083684999999999996 -0.082344999999999988 -0.085739999999999997 -0.084869999999999987 0.091275000000000023 0.092510000000000023 0.08777500000000002 0.10669500000000003 0.095760000000000026 0.08511500000000001 0.085570000000000021 -0.080689999999999998 0.088545000000000026 -0.079629999999999992 -0.011315 0.10739000000000003 -0.085599999999999996 -0.087075 -0.084114999999999981
decision_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 -7 10 9 -9 15 -12 13 -4 -14 -2 -10 18 -16 -19
right_child=1 2 12 4 -6 6 -8 8 16 -11 11 -13 14 -15 17 -17 -18 19 -20 -21
leaf_value=-0.0038068463925569214 -0.00013643195332269998 -0.0057733588365697225 -0.002364550265414597 0.011318540247189682 -0.000727449149941898 -0.0058020848552838202 0.0019112594914732352 0.0060050617864397474 -0.0038194014506274005 -0.0017146765468825894 4.9461457932358286e-05 -0.0066806513591756746 -0.005130763431227244 0.0066990048069664925 -0.00017358897778656525 0.0046034504101367096 0.001411529488826211 0.0048284630873150977 -0.0055147809959896644 7.1952190523679453e-05
leaf_weight=48 154 62 57 50 65 82 69 172 57 48 59 69 58 76 388 60 58 86 83 1932
leaf_count=48 154 62 57 50 65 82 69 172 57 48 59 69 58 76 388 60 58 86 83 1932
internal_value=0 0.000144414 -9.22051e-05 0.000833308 0.00450282 0.000322664 -0.00227202 0.0009026 0.00242958 0.00431703 -0.000590736 -0.0035721 3.89192e-05 0.00280847 -0.000105381 0.00118868 -0.00117407 1.13947e-05 -0.00111656 0.000275064
internal_weight=0 3685 2742 943 115 828 151 677 335 220 342 128 2680 133 2547 214 115 2489 471 2018
internal_count=3733 3685 2742 943 115 828 151 677 335 220 342 128 2680 133 2547 214 115 2489 471 2018
is_linear=0
shrinkage=0.0995203


Tree=1926
num_leaves=22
num_cat=0
split_feature=27 3 3 1 1 6 1 5 21 0 5 5 6 8 3 9 18 21 3 30 3
split_gain=0.0465275 0.0707695 0.164765 0.417138 0.154648 0.190099 0.225097 0.141537 0.316801 0.126484 0.122841 0.113252 0.203813 0.190426 0.105244 0.143944 0.357299 0.141861 0.0937641 0.138235 0.0645636
threshold=-0.032854999999999995 0.10174000000000002 0.10486500000000003 0.007210000000000002 0.04735000000000001 -0.074054999999999996 -0.010764999999999999 -0.11065499999999999 0.11639500000000003 0.048265000000000009 0.40898000000000007 0.13648000000000002 1.0000000180025095e-35 -0.094375000000000001 0.099950000000000025 0.089255000000000015 0.11417000000000002 0.09865500000000002 0.11197500000000002 0.098380000000000009 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
left_child=-1 9 3 -3 5 6 -4 18 -9 10 14 13 -13 -7 15 16 -2 -17 -6 -20 -11
right_child=1 2 4 -5 7 11 -8 8 -10 20 -12 12 -14 -15 -16 17 -18 -19 19 -21 -22
leaf_value=0.0023068470152723028 0.00019019977782004085 -0.0093530404546668233 0.0081642585484112181 0.0023328316691772089 -0.0035225861774569231 -0.0041392861885591785 0.00025068652193783634 -0.010219341055456802 -0.00046937399574317637 0.00088980787085686985 0.0051586574295673831 -0.0042355103928334269 0.0028555312766847707 0.0031586285687342135 0.004259034343384688 -0.00067372635291767927 0.0076739277803283112 -0.0049570213953684982 0.001500316089898305 -0.0042832285197251718 0.0058386446220486943
leaf_weight=91 1490 67 69 55 75 46 74 53 88 47 48 125 59 153 58 647 66 87 225 50 60
leaf_count=91 1490 67 69 55 75 46 74 53 88 47 48 125 59 153 58 647 66 87 225 50 60
internal_value=0 2.82412e-05 -0.000621842 -0.00407811 -0.00020642 0.000978335 0.00407485 -0.0014773 -0.00414006 0.000324391 0.00017453 -0.000175668 -0.0019573 0.00146756 7.22911e-05 -3.33913e-05 0.000508159 -0.00118253 -0.000402242 0.000445785 0.00367251
internal_weight=0 3642 1139 122 1017 526 143 491 141 2503 2396 383 184 199 2348 2290 1556 734 350 275 107
internal_count=3733 3642 1139 122 1017 526 143 491 141 2503 2396 383 184 199 2348 2290 1556 734 350 275 107
is_linear=0
shrinkage=0.0995203


Tree=1927
num_leaves=9
num_cat=0
split_feature=35 11 4 6 6 23 8 2
split_gain=0.0527881 0.0905855 0.0862143 0.117847 0.104517 0.231934 0.0813208 0.100273
threshold=0.004000000000000001 -0.23394000000000001 0.14646500000000004 -0.48214499999999999 -0.40707999999999994 -0.022119999999999997 -0.51030999999999993 0.13896000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 -8
right_child=-2 2 -4 4 6 -7 7 -9
leaf_value=0.003664705612681147 -0.0032027342499190131 0.0044858903370595506 -0.0037229763398933368 0.00095998698962925606 0.0039332184436912526 -0.0080981265483170504 0.0001771067003205849 -0.0028389658452979147
leaf_weight=70 48 60 59 65 55 49 3214 113
leaf_count=70 48 60 59 65 55 49 3214 113
internal_value=0 0.000118638 4.97464e-05 0.000112572 3.72813e-05 -0.00292623 0.000137417 7.44211e-05
internal_weight=0 3685 3615 3556 3496 114 3382 3327
internal_count=3733 3685 3615 3556 3496 114 3382 3327
is_linear=0
shrinkage=0.0995203


Tree=1928
num_leaves=35
num_cat=0
split_feature=17 1 5 6 6 5 17 3 5 8 8 8 29 17 8 1 5 3 26 26 1 26 4 6 9 29 6 17 17 1 4 4 3 3
split_gain=0.0532336 0.138445 0.23692 0.377097 0.327403 0.451095 0.225066 0.178228 0.18385 0.164381 0.130048 0.13018 0.0859429 0.143223 0.0851779 0.0834081 0.200825 0.221823 0.107341 0.238863 0.160596 0.54574 0.365369 0.229436 0.274759 0.222175 0.156661 0.123274 0.120991 0.118494 0.102682 0.163147 0.178608 0.176327
threshold=0.066010000000000027 -0.082635 -0.041054999999999994 0.09840500000000002 -0.0096099999999999988 -0.019465 0.14342500000000005 0.093835000000000016 -0.13955999999999999 -0.077604999999999993 -0.094139999999999988 -0.068549999999999986 -0.08570499999999999 -0.0044799999999999987 -0.088024999999999992 0.066150000000000028 -0.24120999999999998 0.10669500000000003 0.0054200000000000012 0.082605000000000026 -0.018369999999999997 -0.011984999999999999 0.090595000000000023 -1.0000000180025095e-35 0.08006000000000002 -0.046564999999999995 -0.089745000000000005 0.043850000000000007 0.0065250000000000013 -0.077429999999999985 0.13707500000000003 0.090860000000000024 0.11252000000000002 0.10486500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 6 3 7 -4 -6 -2 8 14 -7 -9 -12 13 -1 -3 18 30 -18 20 -20 23 26 -23 24 -14 -25 -22 28 -21 -29 31 33 -33 -17
right_child=1 2 4 -5 5 9 -8 10 -10 -11 11 -13 15 -15 -16 16 17 -19 19 27 21 22 -24 25 -26 -27 -28 29 -30 -31 -32 32 -34 -35
leaf_value=0.0065683769943554677 0.0085017857234261692 -0.0081872290156691663 0.0040637760971955986 0.0093602305157943679 -0.012546191034314688 0.0018171251410754403 6.4296170867137451e-05 0.0059482779866206932 0.0013862292598889739 -0.0057182021489704665 -0.0027627005061851852 0.0033841378725880679 0.007870420152339826 -0.0010102345990320432 -0.0021006943611268304 -0.0074349538592600704 0.0095553027595636619 0.00084394502202538404 0.0059384020176290516 -0.00050180954875994892 0.003908541154242111 -0.0043446629241252633 -0.015661497706797055 -0.0082713619359951248 -0.002017538819083117 -0.0008032612486289681 -0.00228580371110923 -0.00068644615215114353 0.0034316827035970289 -0.0076085823413309731 -0.0035893410405110813 0.0052720183621116495 -0.00062357444889009643 0.0011322995865679798
leaf_weight=46 53 46 54 51 52 67 77 64 79 50 64 73 61 53 46 46 47 76 59 1386 65 74 46 46 51 280 107 53 82 46 81 91 115 49
leaf_count=46 53 46 54 51 52 67 77 64 79 50 64 73 61 53 46 46 47 76 59 1386 65 74 46 46 51 280 107 53 82 46 81 91 115 49
internal_value=0 0.000547191 -4.7872e-05 0.00133465 -0.002674 -0.00483175 0.00351049 0.000232172 -0.00212709 -0.0013961 0.00224338 0.000506647 -0.000378584 0.00250287 -0.00515286 -0.000478578 0.000681228 0.00417933 -0.000727526 -0.000276827 -0.00173029 -0.00353863 -0.00868961 -0.000522862 0.00336056 -0.00185955 5.03234e-05 -0.000511363 -0.000281534 -0.00391106 -0.000442983 0.000400992 0.00197682 -0.00300744
internal_weight=0 776 646 423 223 169 130 372 171 117 201 137 2960 99 92 2861 505 123 2356 1626 730 292 120 438 112 326 172 1567 1468 99 382 301 206 95
internal_count=3736 776 646 423 223 169 130 372 171 117 201 137 2960 99 92 2861 505 123 2356 1626 730 292 120 438 112 326 172 1567 1468 99 382 301 206 95
is_linear=0
shrinkage=0.0995203


Tree=1929
num_leaves=23
num_cat=0
split_feature=18 18 1 18 17 17 8 17 3 8 3 17 18 1 1 18 26 5 29 18 20 6
split_gain=0.0495515 0.234073 0.205735 0.0924311 0.321045 0.278311 0.0909316 0.16139 0.217339 0.0937527 0.135759 0.114958 0.0878134 0.085562 0.179188 0.145348 0.123188 0.251676 0.169438 0.118573 0.0767257 0.0756205
threshold=0.094870000000000024 0.10256000000000003 -0.074694999999999998 0.089505000000000015 -0.067015000000000005 -0.0038549999999999999 -0.06520999999999999 0.077740000000000017 0.11275500000000002 -0.087245000000000003 0.09587500000000003 -0.011514999999999999 0.086800000000000016 -0.15796999999999997 -0.098224999999999993 0.083830000000000029 0.0054200000000000012 0.30714500000000006 -1.0000000180025095e-35 0.0057900000000000009 -0.049389999999999996 0.093835000000000016
decision_type=2 2 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 -6 9 8 -8 11 -11 -3 13 16 21 19 17 18 -1 -16 -9 -15
right_child=1 6 -4 4 5 -7 7 20 -10 10 -12 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.0007175637719063 -0.0012893777861061925 -0.0039216849262834743 -0.010048980995717773 -0.0036668665916217459 0.011258709078114116 0.0010150672942890197 -0.0081374367778444447 -0.0016140401167621815 0.00058780793545794958 0.0056481727367942254 -0.00027202563680977089 0.0015679194179636419 -0.0032119327484661673 0.0059128858690926005 -3.2651493263874119e-05 0.0049656168902960825 0.0022329791040734386 0.0012254465562138448 -0.008252005907824109 -0.0039302959490013388 0.0040098828825949591 0.00099164085789853521
leaf_weight=46 60 65 48 58 47 60 63 46 51 78 75 90 89 72 2310 56 62 91 84 80 50 55
leaf_count=46 60 65 48 58 47 60 63 46 51 78 75 90 89 72 2310 56 62 91 84 80 50 55
internal_value=0 -0.000975409 -0.00519012 -4.68213e-06 0.00228718 0.00552226 -9.50863e-05 -0.0016934 -0.00422686 0.000992014 0.00274077 -0.000728892 -0.000133367 -3.71445e-05 0.000143216 -4.56967e-05 -0.00167985 -0.00278127 -0.00559227 -0.000163459 0.00130656 0.00378809
internal_weight=0 626 108 3110 165 107 518 210 114 308 153 155 2945 2856 2573 2446 283 221 130 2390 96 127
internal_count=3736 626 108 3110 165 107 518 210 114 308 153 155 2945 2856 2573 2446 283 221 130 2390 96 127
is_linear=0
shrinkage=0.0995203


Tree=1930
num_leaves=25
num_cat=0
split_feature=8 8 8 8 2 6 6 6 8 8 8 3 26 3 8 8 3 17 3 3 3 19 26 1
split_gain=0.0475757 0.22569 0.206658 0.180394 0.367698 0.112125 0.231918 0.185237 0.179967 0.240753 0.212681 0.101205 0.634106 0.204757 0.147722 0.147703 0.312539 0.199601 0.1007 0.193241 0.128567 0.0795969 0.118784 0.0774413
threshold=-0.086304999999999993 -0.086914999999999992 -0.087444999999999995 -0.085385000000000003 -0.082704999999999987 -0.092434999999999989 -0.101065 -0.07990499999999999 -0.11550499999999998 -0.26194999999999996 -0.092094999999999996 0.084235000000000018 0.085855000000000029 0.084735000000000019 -0.01187 -0.083849999999999994 0.090995000000000006 -0.01857 0.10556500000000002 0.10393500000000001 0.10850000000000003 0.088100000000000012 0.085355000000000028 -0.01538
decision_type=2 2 2 2 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 6 8 -7 9 -1 -10 12 14 -13 -5 16 17 -15 19 -17 -20 22 -9 -16
right_child=3 -3 -4 11 -6 7 -8 21 10 -11 -12 13 -14 15 23 18 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=-0.0012963011335061572 0.0088410518250393259 -0.0064807111631736119 0.0050871061362851439 0.0045852911250861324 -0.002703320743941316 -0.0063601018028610354 0.0069820440636594767 -0.0030573480764583029 -0.0066864761818961581 0.0069334264573553761 0.0016804395211882537 0.0066111628498515505 -0.0120050141554387 0.0016062387808532886 -0.0035144719751748735 -0.00050806129832448423 -0.0038723472018947105 0.010264599090220212 0.0043281033883397386 -0.0066955215652883277 0.00021719976729228424 0.0027632857358344787 -6.3453491739458103e-05 0.0015055719180897577
leaf_weight=87 65 63 65 62 47 68 51 216 71 59 52 47 50 53 71 1316 46 53 86 52 613 54 336 53
leaf_count=87 65 63 65 62 47 68 51 216 71 59 52 47 50 53 71 1316 46 53 86 52 613 54 336 53
internal_value=0 -0.000693029 -0.000347946 8.15119e-05 0.00398923 -0.000704181 0.000828192 -0.00143293 -0.000335481 0.0020238 -0.00314259 -9.30868e-05 -0.00205456 0.000110836 0.000615892 -2.64766e-05 0.00296728 0.00594314 -0.000247023 -0.000743856 0.000724148 -0.000878697 -0.00123646 -0.00136221
internal_weight=0 1122 1059 2614 112 994 320 674 269 146 123 2502 236 2266 186 2219 152 106 2067 1368 699 606 552 124
internal_count=3736 1122 1059 2614 112 994 320 674 269 146 123 2502 236 2266 186 2219 152 106 2067 1368 699 606 552 124
is_linear=0
shrinkage=0.0995203


Tree=1931
num_leaves=17
num_cat=0
split_feature=9 2 3 8 9 8 2 30 8 27 3 26 26 10 3 6
split_gain=0.0412669 0.0890358 0.151259 0.0853138 0.13825 0.241513 0.165524 0.242116 0.0820366 0.0710799 0.109148 0.22834 0.205617 0.0894333 0.0757293 0.0791215
threshold=-0.040564999999999997 0.15165000000000003 0.11896500000000003 -0.51030999999999993 -0.46256000000000003 -0.11550499999999998 0.0021050000000000005 0.084540000000000018 -0.079434999999999992 -0.079769999999999994 0.12551500000000002 0.097125000000000031 -0.081269999999999995 0.091080000000000022 -0.0043349999999999994 -0.36821999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 -3 -1 -5 -6 7 -7 -9 -2 13 12 -12 14 -11 -16
right_child=1 2 -4 4 5 6 -8 8 -10 10 11 -13 -14 -15 15 -17
leaf_value=0.0045977896291019213 -0.0040033128647581967 0.0010050028357976813 -0.0064634421063214324 -0.0048544214178094323 0.0076647287374193174 0.0070433593529823039 -0.0050685368385203922 -0.0033903811834566861 0.00092070054065185596 0.0035183665621227427 -0.00012920997779648116 -0.0028154850808441672 0.0085210867488573171 -0.0045048214121627839 -0.0041676737780536851 -0.00017285180257868294
leaf_weight=51 47 49 59 46 46 52 54 68 122 54 46 56 66 48 50 2822
leaf_count=51 47 49 59 46 46 52 54 68 122 54 46 56 66 48 50 2822
internal_value=0 -0.0002567 -0.0030674 0.000770148 0.00026492 0.00095588 -8.39465e-05 0.00102494 -0.000617905 -0.000161255 -0.000103522 0.00236395 0.00496098 -0.000243184 -0.000172994 -0.000242685
internal_weight=0 3297 108 439 388 342 296 242 190 3189 3142 168 112 2974 2926 2872
internal_count=3736 3297 108 439 388 342 296 242 190 3189 3142 168 112 2974 2926 2872
is_linear=0
shrinkage=0.0995203


Tree=1932
num_leaves=19
num_cat=0
split_feature=26 18 18 20 18 0 0 0 26 1 3 3 18 18 0 18 3 3
split_gain=0.109058 0.0805586 0.129554 0.10691 0.230237 0.227953 0.132206 0.172352 0.170813 0.215491 0.0978979 0.396818 0.130953 0.225153 0.127584 0.129281 0.429709 0.263999
threshold=0.50635500000000022 -0.096219999999999986 -0.09404499999999999 -0.078725000000000003 -0.10726999999999999 -0.069955000000000003 -0.075914999999999996 -0.089674999999999991 0.095950000000000021 -0.49367499999999997 0.092115000000000016 0.092635000000000023 -0.084629999999999997 -0.073454999999999993 -0.225295 0.088735000000000022 0.090595000000000023 0.091475000000000015
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 6 -1 7 -5 9 -8 14 -12 -13 -14 -4 17 -17 -16
right_child=-2 2 10 4 -6 -7 8 -9 -10 -11 11 12 13 -15 15 16 -18 -19
leaf_value=0.0022488756199791444 0.0042628284640139858 -0.0053197941826190085 0.0048372094373683909 0.0020849210114435744 0.0078742486306042983 -0.0054390569737514608 -0.0002037081862049444 -0.005859178334953234 -0.0028367003870396934 0.0070041641946325429 -0.009374654662235811 -0.0047345509039291482 0.0063267412399653812 -0.00047752845204602752 0.00037176166004374662 9.2715908277744746e-05 -0.0093248544683151354 0.007828612743277617
leaf_weight=87 59 49 61 54 56 68 72 54 48 95 51 67 50 1307 1178 277 58 49
leaf_count=87 59 49 61 54 56 68 72 54 48 95 51 67 50 1307 1178 277 58 49
internal_value=0 -4.99884e-05 -0.000241982 0.00107995 0.00198126 -0.00111861 0.000957027 -0.00187955 0.00238572 0.00389168 -0.000161404 -0.00074843 -0.00043891 -0.000226215 0.000371587 0.000196669 -0.00153535 0.000670217
internal_weight=0 3681 3147 534 379 155 323 108 215 167 3098 1475 1424 1357 1623 1562 335 1227
internal_count=3740 3681 3147 534 379 155 323 108 215 167 3098 1475 1424 1357 1623 1562 335 1227
is_linear=0
shrinkage=0.0995203


Tree=1933
num_leaves=24
num_cat=0
split_feature=26 18 9 9 8 18 8 21 8 9 26 18 8 9 18 20 19 26 18 8 2 26 18
split_gain=0.0884304 0.0653032 0.131527 0.216349 0.169261 0.213655 0.45285 0.200921 0.14976 0.119303 0.140865 0.1266 0.179161 0.160495 0.152623 0.0866599 0.198517 0.196882 0.161653 0.131542 0.125576 0.110911 0.0627414
threshold=0.50635500000000022 -0.096219999999999986 0.093705000000000024 0.094835000000000017 -0.050299999999999997 0.027500000000000007 0.096835000000000018 0.091040000000000024 -0.10337499999999999 0.092605000000000021 0.094605000000000022 0.14607000000000003 -0.082244999999999999 0.09202500000000001 0.10554500000000001 -0.078725000000000003 0.068030000000000021 -0.054024999999999997 -0.10726999999999999 -0.07743499999999999 -0.081734999999999988 0.090545000000000028 0.13881000000000002
decision_type=2 2 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 7 6 -6 8 -5 11 -11 13 -13 14 -3 17 18 -1 19 -17 -19 -21 -7
right_child=-2 2 3 4 5 22 -8 -9 -10 10 -12 12 -14 -15 -16 16 -18 20 -20 21 -22 -23 -24
leaf_value=0.0033301547302475791 0.0038385909154146232 0.00016415798481175697 -0.0064153194444992838 -0.0056503350557534854 -0.012008114126703938 0.0025876751270675251 -0.00044152415348293035 0.0050889530001821384 0.00041893561221095955 -0.00047379275498114494 0.0070709544772420219 -0.00029191291447000901 0.0080119304960801201 -0.0055385570643799609 -0.0032769724839310254 -0.0030432753047335138 -0.0036234849952609181 -0.0075251986535292163 0.0076609790161569899 0.0010873339901808507 -0.00019203182193710974 0.0057679847614039957 -0.0021650903023698424
leaf_weight=62 59 2079 77 49 59 61 78 77 225 46 52 58 46 54 136 47 57 47 55 142 46 78 50
leaf_count=62 59 2079 77 49 59 61 78 77 225 46 52 58 46 54 136 47 57 47 55 142 46 78 50
internal_value=0 -4.49914e-05 -0.000217874 -0.00144805 -0.000808149 -0.00279896 -0.00542873 0.000596135 -0.000663458 0.000118337 0.00352119 -2.18492e-05 0.00337307 -0.000177817 -4.67564e-05 0.00097232 0.00178387 -0.00100676 0.00274361 0.0017276 -0.00390685 0.00275056 0.000439415
internal_weight=0 3681 3147 676 599 248 137 351 274 2471 98 2373 104 2269 2215 534 379 155 322 267 93 220 111
internal_count=3740 3681 3147 676 599 248 137 351 274 2471 98 2373 104 2269 2215 534 379 155 322 267 93 220 111
is_linear=0
shrinkage=0.0995203


Tree=1934
num_leaves=28
num_cat=0
split_feature=17 17 9 9 26 1 29 20 20 9 5 17 3 1 9 26 3 17 9 29 21 21 3 3 20 6 17
split_gain=0.0958045 0.158358 0.121437 0.195219 0.191046 0.401715 0.177982 0.216149 0.197093 0.182071 0.144133 0.137867 0.20038 0.269348 0.24017 0.432582 0.222044 0.220135 0.148936 0.120574 0.0703968 0.195655 0.146999 0.372664 0.175087 0.122838 0.14315
threshold=-0.0090649999999999984 -0.011174999999999999 0.082335000000000019 0.083925000000000013 0.0054200000000000012 0.056790000000000014 0.0035350000000000004 -0.048779999999999997 -0.080094999999999986 -0.081559999999999994 -0.40939500000000001 -0.0064000000000000003 0.092300000000000021 -0.0084199999999999987 0.090695000000000012 0.08777500000000002 0.089655000000000026 0.024055000000000003 0.092775000000000024 -0.08570499999999999 0.086690000000000017 0.08500000000000002 0.085035000000000013 0.088745000000000032 -0.078725000000000003 -0.015744999999999999 -0.13530499999999998
decision_type=2 2 2 2 2 2 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 4 -4 6 -6 7 8 -2 -9 -11 -5 13 16 15 -14 -13 -15 -16 -1 21 25 -22 -24 -25 -21 -27
right_child=2 -3 3 11 5 -7 -8 9 -10 10 -12 12 14 17 18 -17 -18 -19 -20 20 22 -23 23 24 -26 26 -28
leaf_value=0.0053812850144796072 0.00036908466424185715 0.0055484005295901532 -0.0066043213079410648 -0.004717489126745876 0.011561470064745866 -0.00054263782195622628 -0.0058376639021123396 0.0030492238177950008 0.0091994015744234492 -7.0664585673078042e-05 -0.0054212817539734792 0.0011658111983659956 -0.00010082797229974629 0.00078639436641985815 0.0033338204589572836 -0.013249443660285192 0.0070912665088870026 -0.0062717405623346923 -0.0015048658141802466 0.0039288187712004782 -0.0041683638703339963 -0.0060948134544163684 0.007953995150904912 -0.0016932369664228602 0.0020709239425125937 0.0011650638222613367 -0.0012427007454011672
leaf_weight=46 54 60 59 81 46 66 49 83 47 111 91 291 54 101 73 46 80 77 457 75 49 54 77 208 297 417 591
leaf_count=46 54 60 59 81 46 66 49 83 47 111 91 291 54 101 73 46 80 77 457 75 49 54 77 208 297 417 591
internal_value=0 0.000517224 -0.000490158 -0.00100744 0.000755681 0.00442139 -0.000186251 0.000529036 0.00448635 -0.000870508 -0.00248514 -0.000744712 -0.000471078 0.000917801 -0.00168269 -0.00615738 0.00244574 -0.00226225 -0.00083686 0.000350361 0.000219003 -0.000248236 0.00106222 0.001504 0.000518916 4.25273e-05 -0.000245819
internal_weight=0 1874 1866 1319 547 112 435 386 101 285 202 1260 1179 549 630 100 371 178 530 1814 1768 1137 631 582 505 1083 1008
internal_count=3740 1874 1866 1319 547 112 435 386 101 285 202 1260 1179 549 630 100 371 178 530 1814 1768 1137 631 582 505 1083 1008
is_linear=0
shrinkage=0.0995203


Tree=1935
num_leaves=17
num_cat=0
split_feature=17 19 0 19 17 17 9 26 17 18 18 17 9 7 20 20
split_gain=0.0776995 0.173875 0.291419 0.217926 0.115637 0.133796 0.1195 0.182838 0.182754 0.100697 0.134127 0.168283 0.12875 0.192897 0.191406 0.117939
threshold=-0.0090649999999999984 0.10583000000000002 -0.082494999999999999 0.090990000000000029 -0.011174999999999999 -0.015464999999999998 0.093825000000000033 0.086580000000000032 -0.072334999999999997 -0.089234999999999995 -0.082304999999999989 -0.0069749999999999994 0.11296000000000002 0.080610000000000029 -0.0064400000000000004 -0.015594999999999999
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 6 7 -1 -8 -2 -11 -12 13 15 -14 -13
right_child=9 2 -4 -5 -6 -7 8 -9 -10 10 11 12 14 -15 -16 -17
leaf_value=-5.8038075484388843e-05 0.002882960464316671 0.0096141950795494546 -0.00066876412649124355 -0.0061189385042820016 0.0048283614029420588 -0.0038669394071132123 4.8907906799630201e-05 0.0024436069790833314 -0.0053019061425065997 -0.0047515157950959782 -0.0050000272992162158 -0.0014256654423588464 0.0011120000436710645 0.0063411030405270494 -0.0062060284535887817 0.00049216143842610778
leaf_weight=718 86 53 56 52 57 74 300 484 80 74 76 473 62 47 82 966
leaf_count=718 86 53 56 52 57 74 300 484 80 74 76 473 62 47 82 966
internal_value=0 0.000465793 0.0043237 0.000227079 0.000420198 0.000267973 0.000461906 0.000948599 -0.00107543 -0.000441421 -0.000602497 -0.000422048 -0.000208094 6.67028e-05 -0.00304953 -0.00013766
internal_weight=0 1874 109 1765 1713 1656 1582 1202 380 1866 1780 1706 1630 1486 144 1439
internal_count=3740 1874 109 1765 1713 1656 1582 1202 380 1866 1780 1706 1630 1486 144 1439
is_linear=0
shrinkage=0.0995203


Tree=1936
num_leaves=14
num_cat=0
split_feature=35 38 10 19 18 5 17 26 26 9 9 18 9
split_gain=0.0738546 0.092806 0.0666774 0.0679016 0.147261 0.214952 0.0929636 0.0792099 0.442884 0.140366 0.0997127 0.219974 0.199111
threshold=-0.084584999999999994 -0.051829999999999994 0.093790000000000026 0.099595000000000017 -0.025879999999999997 0.030400000000000007 -0.0069749999999999994 0.11326500000000002 0.11724000000000002 0.11296000000000002 0.091885000000000022 -0.057764999999999997 0.091310000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 6 -6 10 -9 -10 12 -12 -3
right_child=1 2 -4 4 5 -7 -8 8 9 -11 11 -13 -14
leaf_value=-0.0038862668967703877 0.0031661512941570324 1.7575133110323789e-06 -0.0034823468889480995 0.0023974105709315568 0.0027312696176029333 -0.0087136307766778141 -0.0022248330028790172 -0.009209078036625391 0.0015714197642486426 -0.0033883308705516132 -0.00068802677789477366 0.0028888450550813918 -0.0053943822537999295
leaf_weight=53 82 2075 61 78 46 46 200 60 205 78 321 362 70
leaf_count=53 82 2075 61 78 46 46 200 60 205 78 321 362 70
internal_value=0 -0.000143785 -0.000219364 -0.000162922 -0.00143875 -0.00246629 -0.00129475 -1.37965e-05 -0.00144226 0.000201528 0.000159168 0.00120657 -0.000173959
internal_weight=0 3684 3602 3541 370 292 246 3171 343 283 2828 683 2145
internal_count=3737 3684 3602 3541 370 292 246 3171 343 283 2828 683 2145
is_linear=0
shrinkage=0.0995203


Tree=1937
num_leaves=22
num_cat=0
split_feature=2 2 7 21 21 0 17 21 17 3 0 3 0 8 29 9 9 26 3 9 4
split_gain=0.0795325 0.21634 0.151157 0.109531 0.107924 0.134664 0.238192 0.456696 0.70429 0.219699 0.217895 0.174311 0.171265 0.226106 0.0958587 0.164137 0.17104 0.405114 0.167911 0.126642 0.0552396
threshold=-0.011474999999999999 -0.016354999999999998 0.082845000000000016 0.14680000000000004 -0.047889999999999995 -0.10806499999999999 -0.065004999999999993 0.10168500000000003 0.12088500000000003 0.099655000000000021 0.047575000000000013 0.091295000000000029 -0.027364999999999997 -0.049499999999999995 1.0000000180025095e-35 0.079525000000000026 0.084115000000000009 0.087045000000000025 0.10850000000000003 0.084565000000000015 0.10543500000000001
decision_type=2 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 20 6 11 8 -8 10 -7 -6 13 -11 15 18 17 -17 -1 -18 -2
right_child=3 -3 -4 -5 5 9 7 -9 -10 12 -12 -13 -14 -15 -16 16 19 -19 -20 -21 -22
leaf_value=0.0064069792854437495 0.00031285564046281002 -0.0060062916470605462 -0.0050300770225778814 -0.0038437367582267595 -0.0053542363277498091 0 0.013396157118510204 -0.0031051213049277204 -4.3906258876329393e-05 -0.0029413748850029842 0.0081621073193899503 0.0029584194526722893 -0.0059762597215752477 0.0057382403587656356 -0.0042893675704176928 -0.00078535511672669727 0.0031517004179187035 -0.010952653430601566 -0.0010711875041274923 -0.00016586933288932073 -0.0044978252196510018
leaf_weight=75 46 67 65 49 48 83 89 53 68 84 53 52 70 46 55 204 120 48 49 2265 48
leaf_count=75 46 67 65 49 48 83 89 53 68 84 53 52 70 46 55 204 120 48 49 2265 48
internal_value=0 -0.000415184 -0.000284874 0.000709584 0.00101219 0.00147141 0.00296741 0.00487173 0.00756977 8.87238e-05 0.00317709 -0.00102347 -0.00200727 0.000123577 -0.000175052 -9.27973e-05 -0.00025948 -0.00272523 0.0034453 7.09236e-07 -0.00213495
internal_weight=0 2948 2881 789 740 646 310 210 157 336 136 100 200 130 2816 2761 2637 252 124 2385 94
internal_count=3737 2948 2881 789 740 646 310 210 157 336 136 100 200 130 2816 2761 2637 252 124 2385 94
is_linear=0
shrinkage=0.0995203


Tree=1938
num_leaves=20
num_cat=0
split_feature=0 0 0 1 11 11 36 1 7 0 1 6 6 26 18 18 6 3 3
split_gain=0.0632112 0.123071 0.112714 0.0900112 0.0890765 0.146769 0.251432 0.125303 0.0920672 0.132494 0.0998235 0.0751061 0.253716 0.17728 0.175963 0.198 0.168338 0.0698482 0.092506
threshold=-0.10806499999999999 -0.11896 -0.1021 0.25544500000000009 -0.075149999999999981 -0.38234499999999999 0.088355000000000031 0.5126750000000001 1.0000000180025095e-35 -0.09937 0.091025000000000009 -0.099455000000000002 -0.092034999999999992 -0.076124999999999998 0.090725000000000014 -0.07657499999999999 -0.13578499999999999 0.10457000000000002 0.12651000000000004
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 -2 -3 5 -4 -7 8 9 -6 -11 16 -13 -14 15 -15 17 -1 -19
right_child=2 3 4 -5 7 6 -8 -9 -10 10 -12 12 13 14 -16 -17 -18 18 -20
leaf_value=-0.0020544125760343147 -0.0045532736548972719 0.00074180429926747624 0.0021818622407924291 0.0066859466458374433 0.0051514980214841157 -0.0092808804688551596 -0.00045878227795534768 0.0046654586777919891 -0.0045869232281820381 -9.8127565624650312e-05 -0.0029469610194056335 0.0074356554270380406 -0.0055794269257962714 -0.0027565826654025196 -0.0036403359604801487 0.0048460479134706481 -0.0056068507201062186 0.0044347500940830689 -0.0013544390797550078
leaf_weight=72 62 48 50 54 46 55 77 53 47 2544 128 53 48 47 58 121 63 63 48
leaf_count=72 62 48 50 54 46 55 77 53 47 2544 128 53 48 47 58 121 63 63 48
internal_value=0 0.000711389 -0.000352324 0.00389673 -0.000265232 -0.00239935 -0.00414086 -0.00012711 -0.00021927 -0.000143443 -0.000234905 0.000142936 0.00113246 -8.37902e-05 0.0010798 0.00271425 -0.00116907 0.000354215 0.00192394
internal_weight=0 675 3062 102 3000 182 132 2818 2765 2718 2672 573 327 274 226 168 246 183 111
internal_count=3737 675 3062 102 3000 182 132 2818 2765 2718 2672 573 327 274 226 168 246 183 111
is_linear=0
shrinkage=0.0995203


Tree=1939
num_leaves=11
num_cat=0
split_feature=2 35 30 10 18 18 18 2 2 1
split_gain=0.0623693 0.0944741 0.0850626 0.0570374 0.0670042 0.297606 0.19683 0.463872 0.154496 0.105911
threshold=0.50951500000000005 -0.084584999999999994 -1.0000000180025095e-35 0.093790000000000026 0.086800000000000016 0.082540000000000016 0.090540000000000023 -0.080974999999999991 -0.097214999999999996 -0.50388999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 9 7 -6 -8 -4
right_child=-2 2 3 -5 6 -7 8 -9 -10 -11
leaf_value=-0.0044914622861377609 0.0031513167013046215 -0.0043877987965128904 0.0036516683259522117 -0.0032034268405351216 -0.010510762228090265 0.0064832838260162045 -0.0046042266392476005 0.0019171424355767662 0.00027744470359439527 -7.1805446861022789e-05
leaf_weight=50 56 46 78 57 62 73 71 57 670 2517
leaf_count=50 56 46 78 57 62 73 71 57 670 2517
internal_value=0 -0.000194472 -0.000135076 -8.028e-05 -2.95889e-05 0.000216408 -0.000793703 -0.00455102 -0.000189195 3.97986e-05
internal_weight=0 3681 3631 3585 3528 2668 860 119 741 2595
internal_count=3737 3681 3631 3585 3528 2668 860 119 741 2595
is_linear=0
shrinkage=0.0995203


Tree=1940
num_leaves=14
num_cat=0
split_feature=0 9 4 2 9 18 4 8 26 17 17 17 17
split_gain=0.0917245 0.0796223 0.28315 0.152116 0.132401 0.10382 0.0995589 0.0615295 0.0611357 0.0777265 0.197394 0.179352 0.0704894
threshold=-0.26289499999999993 0.11296000000000002 0.12719000000000005 -0.057419999999999999 0.11741500000000002 0.10361000000000002 0.15116500000000005 0.20353000000000004 -0.126245 -0.043894999999999997 -0.065004999999999993 -0.038314999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -5 7 8 12 10 -10 -11 -2
right_child=1 2 -4 5 -6 -7 -8 -9 9 11 -12 -13 -14
leaf_value=0.0043421007197856406 0.00021943903732776413 0.00053271361917307943 -0.0085762939509765272 0.0057780658156139607 -0.0065099258605080118 -0.00062657850054355108 0.004634379626261776 -0.0030621655477061529 0.00031808777687394218 -0.006258736206278882 0.0055452170286262132 -0.00021573817767713669 0.0045920443797932212
leaf_weight=49 86 57 48 52 49 48 48 61 1234 50 76 1816 64
leaf_count=49 86 57 48 52 49 48 48 61 1234 50 76 1816 64
internal_value=0 7.52504e-06 -0.00169252 -8.45604e-05 -0.00271512 0.00269565 0.000133473 6.94449e-05 0.000127126 3.41375e-05 0.000621966 -0.000378101 0.00209054
internal_weight=0 3689 254 206 106 100 3435 3387 3326 3176 1310 1866 150
internal_count=3738 3689 254 206 106 100 3435 3387 3326 3176 1310 1866 150
is_linear=0
shrinkage=0.0995203


Tree=1941
num_leaves=11
num_cat=0
split_feature=0 9 0 6 17 23 9 12 19 17
split_gain=0.0743752 0.0645648 0.161154 0.47658 0.0934562 0.0858497 0.0849371 0.133583 0.0884959 0.0743746
threshold=-0.26289499999999993 0.11296000000000002 -0.095339999999999994 -0.085064999999999988 -1.0000000180025095e-35 -0.052774999999999996 -0.26414499999999996 -0.0088449999999999987 -0.112555 0.2590050000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2 -7 -8 -9 -10
right_child=1 2 3 4 -6 6 7 8 9 -11
leaf_value=0.0039099743071191045 0.0031534786725314948 0.0035960477498336711 -0.011673340488108693 0.0020237517733304356 -0.0028226958053103515 -0.0036408459092531027 0.0046826415103630127 0.0041730664471129452 -0.00023302083168357803 0.0012003700933939871
leaf_weight=49 90 49 46 87 72 61 62 50 2760 412
leaf_count=49 90 49 46 87 72 61 62 50 2760 412
internal_value=0 6.77614e-06 -0.00152408 -0.00275191 -0.000165718 0.000120213 3.8356e-05 0.000106946 1.86432e-05 -4.65846e-05
internal_weight=0 3689 254 205 159 3435 3345 3284 3222 3172
internal_count=3738 3689 254 205 159 3435 3345 3284 3222 3172
is_linear=0
shrinkage=0.0995203


Tree=1942
num_leaves=10
num_cat=0
split_feature=11 4 21 18 9 3 21 19 19
split_gain=0.0613457 0.0645145 0.0834601 0.0816036 0.285198 0.0872795 0.0772646 0.0832994 0.116655
threshold=-0.364875 0.14903500000000006 0.15665000000000004 0.14607000000000003 0.087980000000000017 0.10726500000000001 0.13042000000000004 0.13265500000000005 0.11896000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 7 8 -2
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-0.0027647149182574706 0.00010164862474015693 0.0036609422185849465 -0.0039359856539103203 0.008934259866316208 -0.0025453859372338403 0.0029628813445759547 -0.0028469857821651593 0.0040062831044217709 -0.0048410044505836575
leaf_weight=75 3206 50 51 46 70 48 91 53 48
leaf_count=75 3206 50 51 46 70 48 91 53 48
internal_value=0 0.00011032 6.09571e-05 0.000118414 0.00228669 -0.000297797 1.35244e-05 9.24857e-05 2.84875e-05
internal_weight=0 3663 3613 3562 164 118 3398 3307 3254
internal_count=3738 3663 3613 3562 164 118 3398 3307 3254
is_linear=0
shrinkage=0.0995203


Tree=1943
num_leaves=21
num_cat=0
split_feature=0 9 4 3 3 4 10 9 0 17 26 1 2 20 26 17 17 3 17 2
split_gain=0.0618609 0.0521858 0.206536 0.140779 0.151697 0.0847181 0.166507 0.269274 0.242036 0.106562 0.214476 0.46199 0.531436 0.352782 0.188057 0.155203 0.157215 0.147496 0.129799 0.0828277
threshold=-0.26289499999999993 0.11296000000000002 0.12719000000000005 0.10259500000000003 0.11642500000000001 0.10495500000000003 0.088630000000000028 0.08488500000000003 -0.18357499999999999 0.2590050000000001 0.090020000000000031 -0.066524999999999987 -0.069969999999999991 -0.014534999999999999 0.096535000000000024 0.18936500000000003 0.12088500000000003 0.093835000000000016 -0.022884999999999999 -0.022909999999999996
decision_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 9 7 8 -7 15 13 14 -13 17 -12 16 18 -11 -2 -10
right_child=1 2 -4 4 -6 6 -8 -9 19 10 11 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0035600030575283943 0.0002686208951536828 0.0047140078670789157 -0.0072550344644394128 -0.0050362403542220388 0.0011986460853405576 0.0071871268311851548 -0.0037236287285153965 0.0089104620609192983 -0.0036336274439219694 -0.0037045612486853339 0.0088089556059424302 -0.010931585127414167 0.0029486067873931029 0.0089705343774812811 -3.0374311078081521e-05 -0.0058439070782502871 0.0049225600809489909 0.0038274330781217052 -0.0012160668989659484 0.00073812841489056787
leaf_weight=49 1364 48 48 67 91 56 60 48 49 51 47 65 47 78 48 50 57 52 1018 345
leaf_count=49 1364 48 48 67 91 56 60 48 49 51 47 65 47 78 48 50 57 52 1018 345
internal_value=0 2.96032e-07 -0.00137599 -2.14387e-06 -0.00144008 0.000102304 0.00122468 0.0018225 0.00106464 -0.000115099 0.00141853 -0.00076612 -0.00509955 0.00392152 0.00433415 -0.000354499 -0.000241629 9.00512e-05 -0.000365549 0.000192355
internal_weight=0 3689 254 206 158 3435 558 498 450 2877 388 207 112 181 95 2489 2439 103 2382 394
internal_count=3738 3689 254 206 158 3435 558 498 450 2877 388 207 112 181 95 2489 2439 103 2382 394
is_linear=0
shrinkage=0.0995203


Tree=1944
num_leaves=17
num_cat=0
split_feature=5 5 2 9 17 18 18 18 4 6 2 30 4 6 5 4
split_gain=0.159898 0.208962 0.124011 0.188271 0.29283 0.343594 0.221069 0.125289 0.143546 0.15422 0.119243 0.116721 0.174834 0.133431 0.246094 0.238752
threshold=-0.54885499999999998 -0.53979999999999995 -0.087245000000000003 0.087215000000000015 -0.008454999999999999 -0.091594999999999996 -0.025879999999999997 -0.12363 0.10477500000000002 -0.0079349999999999993 -0.086775000000000005 0.096655000000000033 0.13980000000000004 -0.25061999999999995 -0.42170999999999997 0.13584500000000002
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 -3 -7 -5 9 -9 -4 13 -13 14 -12 -15
right_child=1 2 10 7 -6 6 -8 8 -10 -11 11 12 -14 15 -16 -17
leaf_value=-0.0050949792508946119 0.0068369420928118489 -0.0068062652812270769 0.0048906308984461655 0.0039799682450232 -0.0079483284633289058 0.0070811129443142063 -0.00098560851805407448 -0.0021679961792771584 -0.0042702963956461277 0.0025429799997485829 7.8859843264378652e-05 0.0061141302345280764 -0.0015396689956379567 0.00018428079035268791 -0.0086107396819603763 0.0071305494475851928
leaf_weight=58 46 71 57 75 84 49 107 119 78 163 98 79 47 2498 48 50
leaf_count=58 46 71 57 75 84 49 107 119 78 163 98 79 47 2498 48 50
internal_value=0 0.000171313 8.6456e-05 -0.00105668 -0.00292672 -0.00106489 0.00154292 0.000278414 -0.00049047 0.000552112 0.000383152 0.000291753 0.00325265 0.000152967 -0.00277239 0.00032091
internal_weight=0 3669 3623 746 311 227 156 435 360 282 2877 2820 126 2694 146 2548
internal_count=3727 3669 3623 746 311 227 156 435 360 282 2877 2820 126 2694 146 2548
is_linear=0
shrinkage=0.0995203


Tree=1945
num_leaves=19
num_cat=0
split_feature=5 5 2 9 21 3 18 18 9 18 2 2 18 3 30 4 1 21
split_gain=0.129658 0.169437 0.100583 0.152685 0.241353 0.256626 0.338192 0.101792 0.264893 0.188131 0.126938 0.100964 0.464239 0.260889 0.0991667 0.141814 0.0814902 0.0829427
threshold=-0.54885499999999998 -0.53979999999999995 -0.087245000000000003 0.087215000000000015 0.085330000000000031 0.083815000000000014 -0.012384999999999998 -0.10387 0.09550500000000002 -0.085454999999999989 -0.097754999999999995 -0.086050000000000001 -0.025879999999999997 0.087570000000000023 0.096655000000000033 0.13980000000000004 -0.50954999999999984 -0.0092899999999999996
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 -3 -7 8 -5 -9 -11 12 13 -4 16 -16 -13 -18
right_child=1 2 11 7 -6 6 -8 9 -10 10 -12 14 -14 -15 15 -17 17 -19
leaf_value=-0.0045879256705189612 0.0061565281839662585 0.00076674427839962505 -0.0068481041153207163 0.007141738546049191 0.0032723823066387412 -0.0024970711095355994 -0.011423730025118015 -0.0063395737812907268 -0.0023969935088576587 -0.00103557536528438 0.0036890306676284432 -0.0031197838723807962 0.0091744491407877958 0.0036344713291471785 0.0055056507038879201 -0.0013864408491407367 -0.0014704289956301688 0.00036656974019768019
leaf_weight=58 46 79 48 63 56 106 70 49 53 190 80 77 66 46 79 47 273 2241
leaf_count=58 46 79 48 63 56 106 70 49 53 190 80 77 66 46 79 47 273 2241
internal_value=0 0.000154286 7.78519e-05 -0.000951625 -0.00263571 -0.00393639 -0.0060521 0.000250519 0.00277647 -0.000665442 0.000361276 0.000345077 0.00277494 -0.00170963 0.000201685 0.00292829 6.87745e-05 0.000166761
internal_weight=0 3669 3623 746 311 255 176 435 116 319 270 2877 160 94 2717 126 2591 2514
internal_count=3727 3669 3623 746 311 255 176 435 116 319 270 2877 160 94 2717 126 2591 2514
is_linear=0
shrinkage=0.0995203


Tree=1946
num_leaves=12
num_cat=0
split_feature=5 5 30 6 6 5 6 3 1 0 30
split_gain=0.105135 0.13739 0.078603 0.0690487 0.142223 0.155822 0.133933 0.107627 0.135667 0.101976 0.03295
threshold=-0.54885499999999998 -0.53979999999999995 0.10721500000000002 -0.047974999999999997 -0.060679999999999998 -0.5087799999999999 -0.034094999999999993 0.15108000000000005 0.05340000000000001 -0.071340000000000001 0.12577500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -5 8 -8 -7 -4
right_child=1 2 10 6 -6 9 7 -9 -10 -11 -12
leaf_value=-0.0041313345816962931 0.0055438297509684074 -0.0050831060812837692 0.0048301981108915823 -0.0046983801419115904 0.004738298657483658 0.001031262239683468 -0.00026686489843629304 -0.0044764138990614965 0.003642949965139882 -0.0011234533351097838 0.0010357183389542021
leaf_weight=58 46 51 46 68 76 937 1967 57 92 283 46
leaf_count=58 46 51 46 68 76 937 1967 57 92 283 46
internal_value=0 0.00013891 7.0059e-05 -4.5337e-06 0.000555612 0.000304862 -0.000350383 -0.000210268 -9.17693e-05 0.000530768 0.00294186
internal_weight=0 3669 3623 3531 1347 1271 2184 2116 2059 1220 92
internal_count=3727 3669 3623 3531 1347 1271 2184 2116 2059 1220 92
is_linear=0
shrinkage=0.0995203


Tree=1947
num_leaves=21
num_cat=0
split_feature=12 2 9 3 2 18 9 2 4 17 3 8 1 2 0 17 3 1 0 1
split_gain=0.0809261 0.0865366 0.14572 0.240352 0.234814 0.275592 0.227845 0.196118 0.169023 0.314343 0.300832 0.117463 0.113141 0.0967742 0.0859586 0.180846 0.170884 0.0707433 0.298136 0.101623
threshold=0.097490000000000021 -0.087245000000000003 0.09091500000000001 0.10089500000000003 -0.087804999999999994 -0.090254999999999988 0.086700000000000013 -0.097214999999999996 0.10739000000000003 -0.53166999999999998 0.098225000000000021 -0.082299999999999998 -0.50954999999999984 -0.086849999999999997 -0.117355 -0.093784999999999993 0.089985000000000023 -0.080689999999999998 -0.087184999999999999 -0.079629999999999992
decision_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 11 -7 8 9 -4 -11 -1 -3 -14 15 -15 -17 18 -16 -19
right_child=-2 12 7 -5 -6 6 -8 -9 -10 10 -12 -13 13 14 17 16 -18 19 -20 -21
leaf_value=-0.00051676996315787815 0.0038542440425824399 -0.0035333483308095021 -0.0079661658122495566 -0.0074964495851575419 -0.0075295602069993537 0.0043135758041387001 -0.0024215918250072503 0.0058214384689050571 0.0047436622462792011 -0.0023503311777207324 0.0073572443096865435 -0.0070556059931478352 0.0048855131067288352 -0.0040830611352933649 0.0064945556087172007 0.0065790521122496125 0.0012681641523318141 -0.00439188273380825 0.00010740912424064203 -0.00015189793465192306
leaf_weight=49 55 76 58 69 49 140 77 60 49 101 46 62 46 50 83 74 321 58 568 1636
leaf_count=49 55 76 58 69 49 140 77 60 49 101 46 62 46 50 83 74 321 58 568 1636
internal_value=0 8.04628e-06 -0.000937414 -0.00209415 -0.00110323 -0.000140702 0.00191991 0.000702988 -0.000502873 -0.00176092 0.000681846 -0.00417647 0.000255082 0.000356894 0.000281935 0.00155006 0.00226519 4.09398e-05 0.000923004 -0.000297552
internal_weight=0 3672 760 446 377 328 217 314 254 205 147 111 2912 2836 2790 445 395 2345 651 1694
internal_count=3727 3672 760 446 377 328 217 314 254 205 147 111 2912 2836 2790 445 395 2345 651 1694
is_linear=0
shrinkage=0.0995203


Tree=1948
num_leaves=13
num_cat=0
split_feature=30 9 6 5 0 22 5 0 5 8 7 9
split_gain=0.148795 0.166824 0.053943 0.0692688 0.199161 0.167602 0.115745 0.203659 0.157079 0.103933 0.0904758 0.103094
threshold=-1.0000000180025095e-35 -0.46256000000000003 -0.48214499999999999 -0.5087799999999999 -0.15758999999999998 0.078015000000000015 -0.16183 -0.13752999999999999 -0.338115 -0.082844999999999988 0.073820000000000011 -0.093949999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 7 -5 -9 -6 11 -8
right_child=1 2 3 6 9 -7 10 8 -10 -11 -12 -13
leaf_value=0.0055854264519589192 -0.0058785137651412205 0.0026505771526221119 -0.0094308725759974371 0.0063255630602801309 0.0043992233391113699 -0.0010861907743463721 -0.0035017563919862516 -0.00088852904207683072 0.0048571810910619361 -0.0019481633192376178 -0.0032604431588263891 7.6818356326638899e-05
leaf_weight=47 48 76 46 77 51 50 82 196 62 51 88 2880
leaf_count=47 48 76 46 77 51 50 82 196 62 51 88 2880
internal_value=0 -4.94831e-05 2.67605e-05 -2.86656e-05 -0.0018381 -0.00509321 7.69327e-05 0.00183302 0.000489051 0.0012175 -0.000115681 -2.19746e-05
internal_weight=0 3707 3659 3583 198 96 3385 335 258 102 3050 2962
internal_count=3754 3707 3659 3583 198 96 3385 335 258 102 3050 2962
is_linear=0
shrinkage=0.0995203


Tree=1949
num_leaves=11
num_cat=0
split_feature=26 8 26 8 24 23 26 17 17 5
split_gain=0.141353 0.0630278 0.118324 0.0696367 0.0700194 0.0748298 0.0735484 0.156054 0.1247 0.068933
threshold=0.50635500000000022 0.10528000000000003 -0.088764999999999997 0.095985000000000015 0.10415500000000003 -0.065019999999999981 0.08734500000000002 0.51392000000000015 0.016900000000000005 0.23560500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 -1 8 -8 -7 -3
right_child=-2 2 -4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.0039076679682860608 0.0048106022848737589 0.0016117107797262481 0.0047196933187046639 -0.0035200406015406206 -0.0039563008440336661 0.00086157820715284327 -0.00073527540825258427 0.0038336899482260866 -0.0011694437233502836 -0.0031500287844699205
leaf_weight=49 60 78 77 60 46 1436 1443 78 378 49
leaf_count=49 60 78 77 60 46 1436 1443 78 378 49
internal_value=0 -5.8881e-05 0.00164107 -0.000158482 -9.94409e-05 -4.67712e-05 9.71019e-06 -0.000500431 0.000437904 -0.00021905
internal_weight=0 3694 204 3490 3430 3384 3335 1521 1814 127
internal_count=3754 3694 204 3490 3430 3384 3335 1521 1814 127
is_linear=0
shrinkage=0.0995203


Tree=1950
num_leaves=9
num_cat=0
split_feature=30 9 4 2 8 3 3 0
split_gain=0.120384 0.129091 0.112322 0.0574026 0.121184 0.077706 0.311268 0.120591
threshold=-1.0000000180025095e-35 -0.46256000000000003 0.14903500000000006 0.31534000000000012 -0.36115499999999995 0.11926500000000002 0.11741000000000003 -0.030209999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -7
right_child=1 2 -4 -5 5 7 -8 -9
leaf_value=0.0050220706206510601 -0.0051740256481014567 0.0039895650817832517 0.0048032939815011218 -0.0033913529517612599 -0.00011965248279422239 0.0021079623359953636 -0.008280966936540261 -0.0025769548525399889
leaf_weight=47 48 74 48 50 3067 307 47 66
leaf_count=47 48 74 48 50 3067 307 47 66
internal_value=0 -4.64171e-05 2.06249e-05 -4.27231e-05 4.06519e-06 -8.02791e-05 -0.000243095 0.0012768
internal_weight=0 3707 3659 3611 3561 3487 3114 373
internal_count=3754 3707 3659 3611 3561 3487 3114 373
is_linear=0
shrinkage=0.0995203


Tree=1951
num_leaves=10
num_cat=0
split_feature=7 5 2 5 10 17 23 9 4
split_gain=0.110027 0.0553661 0.0463631 0.190382 0.138069 0.131548 0.0910464 0.0957683 0.152671
threshold=0.10671500000000002 0.62720500000000012 -0.15197999999999998 0.10246000000000002 0.077165000000000025 -0.008069999999999999 -0.046924999999999994 -0.26414499999999996 0.14646500000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -4 -8 -9
right_child=-2 -3 4 -5 -6 -7 7 8 -10
leaf_value=0.0043140809570413018 0.0047002684894346201 0.0023911882431551824 -0.0036342238047277031 -0.0063057479005180763 0.0047890985474709335 -0.0022359605582150037 -0.0041887736432226434 -4.9029071383838769e-05 0.0054391842834005241
leaf_weight=53 49 90 71 59 58 71 54 3198 51
leaf_count=53 49 90 71 59 58 71 54 3198 51
internal_value=0 -4.66374e-05 -0.000107557 -0.00165107 -2.50153e-05 0.000557053 -0.000108014 -3.1968e-05 3.68683e-05
internal_weight=0 3705 3615 183 3432 124 3374 3303 3249
internal_count=3754 3705 3615 183 3432 124 3374 3303 3249
is_linear=0
shrinkage=0.0995203


Tree=1952
num_leaves=10
num_cat=0
split_feature=7 0 20 21 21 8 21 2 2
split_gain=0.165498 0.103556 0.0785336 0.0641385 0.117132 0.114979 0.175565 0.0863521 0.0769025
threshold=-0.068034999999999998 0.16362500000000005 0.27420500000000009 0.12208500000000003 0.11816500000000002 -0.07106999999999998 0.13765500000000006 0.41639000000000009 0.10449500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -5 -7 8 -2
right_child=1 -3 -4 5 -6 6 -8 -9 -10
leaf_value=-0.0043086189545467691 -4.5999978897346345e-05 0.0043975359389058517 -0.0041170992543901981 0.0018080670100372618 0.0048652139771357822 -0.0076248692186844467 -0.00053178358284815253 -0.0036670454350223743 0.0019192974563226361
leaf_weight=91 3007 52 47 64 50 56 91 62 211
leaf_count=91 3007 52 47 64 50 56 91 62 211
internal_value=0 -1.15239e-05 -7.56515e-05 -2.17778e-05 8.46052e-05 -0.00170459 -0.00323948 1.14804e-05 8.26076e-05
internal_weight=0 3640 3588 3541 3330 211 147 3280 3218
internal_count=3731 3640 3588 3541 3330 211 147 3280 3218
is_linear=0
shrinkage=0.0995203


Tree=1953
num_leaves=9
num_cat=0
split_feature=7 0 12 11 4 7 4 11
split_gain=0.134195 0.0839707 0.0717934 0.0911308 0.0757416 0.0691871 0.069905 0.0676559
threshold=-0.068034999999999998 0.16362500000000005 0.094205000000000025 -0.086319999999999994 0.13881500000000005 0.093110000000000012 0.077430000000000013 -0.16980999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 -2
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.0038798240977261467 0.00068484504188023052 0.0039598923070118574 -0.0035411581767706975 0.00014173118080057484 -0.0034450696097952259 0.0033969791442191432 -0.00097062538718096993 0.0054794691086926684
leaf_weight=91 71 52 58 2571 66 57 715 50
leaf_count=91 71 52 58 2571 66 57 715 50
internal_value=0 -1.0377e-05 -6.81453e-05 -1.08497e-05 -0.000106346 -4.01858e-05 -0.000100057 0.00267286
internal_weight=0 3640 3588 3530 3409 3343 3286 121
internal_count=3731 3640 3588 3530 3409 3343 3286 121
is_linear=0
shrinkage=0.0995203


Tree=1954
num_leaves=12
num_cat=0
split_feature=2 0 20 6 2 9 5 20 0 3 0
split_gain=0.112746 0.067502 0.0684475 0.124787 0.194024 0.181877 0.0710547 0.0671387 0.0563293 0.0797551 0.0492517
threshold=0.35004500000000011 0.16362500000000005 0.096815000000000026 -0.14213999999999999 -0.054390000000000001 0.085465000000000027 0.62720500000000012 0.084680000000000019 0.11291000000000002 -0.02172 -0.100285
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -5 7 8 9 -1 -2
right_child=10 -3 3 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=0.0030303112369770703 -0.0050404802974003586 0.0035658031659508201 -0.0037979454182205693 -0.0081391652476853517 0.0051984453494525089 -6.7027306852135546e-05 0.0028365028990947642 0.0032846241443846985 -0.0028881884365327456 -9.6315503904350391e-05 -0.0010202201194702918
leaf_weight=83 62 52 46 55 49 56 89 60 69 3050 60
leaf_count=83 62 52 46 55 49 56 89 60 69 3050 60
internal_value=0 5.87663e-06 -4.59361e-05 -0.00180684 0.000833681 -0.00407411 6.20695e-05 -1.33768e-05 -7.54314e-05 -1.3223e-05 -0.00307001
internal_weight=0 3609 3557 206 95 111 3351 3262 3202 3133 122
internal_count=3731 3609 3557 206 95 111 3351 3262 3202 3133 122
is_linear=0
shrinkage=0.0995203


Tree=1955
num_leaves=8
num_cat=0
split_feature=7 12 3 20 20 21 0
split_gain=0.108102 0.0620775 0.0689921 0.0561243 0.12308 0.0693162 0.137576
threshold=-0.068034999999999998 0.094205000000000025 0.31293500000000007 -0.23803499999999997 -0.15498999999999999 -0.093924999999999995 -0.23998999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=-0.0034731129565151305 0.0026022371865480481 -0.0032302065749076187 0.0034866241789666495 -0.0051221107171736339 -0.0037492505733744308 0.0053493303298040428 -1.704140885173289e-05
leaf_weight=91 80 58 57 47 48 48 3302
leaf_count=91 80 58 57 47 48 48 3302
internal_value=0 -1.76255e-07 5.18961e-05 -3.41197e-06 -6.41582e-05 5.56089e-06 5.96056e-05
internal_weight=0 3640 3582 3525 3445 3398 3350
internal_count=3731 3640 3582 3525 3445 3398 3350
is_linear=0
shrinkage=0.0995203


Tree=1956
num_leaves=9
num_cat=0
split_feature=22 17 5 5 19 27 12 26
split_gain=0.0858562 0.0535279 0.0931965 0.0632249 0.0939968 0.0769948 0.0638021 0.0622835
threshold=0.11738500000000003 -0.55286000000000002 0.51935500000000012 0.51390500000000017 -0.016414999999999996 -0.086859999999999993 0.097490000000000021 0.056820000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 -6 -7 -1
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=0.0034859911900430797 -0.0030592256083389929 -0.0040720158173548427 -0.0040319066339482238 0.0034038793875771811 -0.0037977618528358069 4.2514843243850925e-05 0.0035239898921207618 -0.0009035431915186946
leaf_weight=91 91 56 57 54 51 3246 53 49
leaf_count=91 91 56 57 54 51 3246 53 49
internal_value=0 3.53239e-05 -4.04137e-05 2.51056e-05 -2.82225e-05 3.9131e-05 9.86946e-05 0.00194381
internal_weight=0 3657 3517 3460 3406 3350 3299 140
internal_count=3748 3657 3517 3460 3406 3350 3299 140
is_linear=0
shrinkage=0.0995203


Tree=1957
num_leaves=13
num_cat=0
split_feature=22 21 0 18 0 2 9 18 12 9 12 17
split_gain=0.0696172 0.0503204 0.171539 0.335662 0.14837 0.140506 0.126542 0.204562 0.122787 0.104451 0.128168 0.100874
threshold=0.11738500000000003 -0.032929999999999994 -0.088084999999999983 -0.014319999999999999 -0.23099 -0.08569499999999998 0.086375000000000021 -0.063154999999999989 0.097490000000000021 -0.26414499999999996 -0.079920000000000005 -0.56368999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -3 -4 7 -1 9 -6 -11 -12
right_child=-2 4 3 -5 8 -7 -8 -9 -10 10 11 -13
leaf_value=0.0038848510460240231 -0.0027547706387205978 0.0050597283045544263 0.0021503501480540977 0.008006332264972927 -0.0042692885294043073 -0.0046652372615092049 -0.0067052907998437416 -0.0042038402065803157 0.0051695450735107619 0.0050653392843685559 0.0038344754746682404 -9.8634726109564204e-05
leaf_weight=48 91 60 54 51 56 67 64 87 46 50 66 3008
leaf_count=48 91 60 54 51 56 67 64 87 46 50 66 3008
internal_value=0 3.17862e-05 -0.0010666 0.00123181 0.000156047 -0.00161681 -0.00305729 -0.0013218 6.45903e-05 -8.99756e-06 6.71093e-05 -1.39229e-05
internal_weight=0 3657 371 172 3286 121 199 135 3226 3180 3124 3074
internal_count=3748 3657 371 172 3286 121 199 135 3226 3180 3124 3074
is_linear=0
shrinkage=0.0995203


Tree=1958
num_leaves=12
num_cat=0
split_feature=22 0 0 0 1 9 3 11 17 18 21
split_gain=0.0564516 0.0449382 0.136958 0.118383 0.21525 0.11335 0.228861 0.0814699 0.080822 0.0577104 0.0640426
threshold=0.11738500000000003 0.048265000000000009 0.024745000000000007 0.076335000000000014 -0.50597999999999999 -0.147755 0.12651000000000004 -0.15300499999999997 -0.54752499999999993 -0.46510999999999997 -0.096850000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 6 -1 -7 -6 -9 -11
right_child=-2 3 -4 4 8 7 -8 9 -10 10 -12
leaf_value=-0.0016257931082537614 -0.0024806152309000311 0.0052476213647419685 -0.0049072824429169312 0.0041126891710821451 0.0010050991160552251 -0.0034952822539436029 0.0081364060134765138 -0.0029033311194665737 -0.0041612046527401726 -0.002948694257302883 0.00011740830089105453
leaf_weight=46 91 58 57 84 46 68 49 67 85 69 3028
leaf_count=46 91 58 57 84 46 68 49 67 85 69 3028
internal_value=0 2.86451e-05 -7.02143e-05 0.00125707 0.000176735 1.2411e-05 0.00340083 -8.69335e-05 -0.00234083 -1.34232e-05 4.88323e-05
internal_weight=0 3657 3384 273 215 3327 95 3232 131 3164 3097
internal_count=3748 3657 3384 273 215 3327 95 3232 131 3164 3097
is_linear=0
shrinkage=0.0995203


Tree=1959
num_leaves=11
num_cat=0
split_feature=22 17 18 2 9 4 11 12 2 17
split_gain=0.0457732 0.0387998 0.0457667 0.124436 0.155197 0.241718 0.0667326 0.0771197 0.220635 0.0555495
threshold=0.11738500000000003 0.62551000000000012 0.11906500000000002 -0.079604999999999995 0.097365000000000021 0.080950000000000008 -0.23394000000000001 0.097490000000000021 0.41639000000000009 0.51392000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 -1 8 9 -8
right_child=-2 -3 3 4 -6 -7 7 -9 -10 -11
leaf_value=0.0030440797217352418 -0.0022337437917321025 -0.0028459618399778704 0.0043097658062839885 -0.0070448131819935544 0.0029481229419909675 0.002440353890738585 -0.00012521512403343527 0.0038531032177768539 -0.0063573877481706122 0.0024391032482444096
leaf_weight=68 91 46 91 58 88 49 3067 48 56 86
leaf_count=68 91 46 91 58 88 49 3067 48 56 86
internal_value=0 2.57498e-05 6.25588e-05 0.0012707 -0.000143332 -0.00269349 -4.11133e-05 -0.000105778 -0.00016525 -5.50121e-05
internal_weight=0 3657 3611 286 195 107 3325 3257 3209 3153
internal_count=3748 3657 3611 286 195 107 3325 3257 3209 3153
is_linear=0
shrinkage=0.0995203


Tree=1960
num_leaves=22
num_cat=0
split_feature=1 17 17 5 5 1 17 18 17 3 1 6 3 17 6 3 17 6 20 18 6
split_gain=0.0720695 0.23034 0.428323 0.17847 0.256735 0.109612 0.514383 0.108261 0.126996 0.382141 0.373648 0.0759789 0.247731 0.263078 0.147386 0.379412 0.150592 0.0813755 0.0604978 0.153274 0.0806999
threshold=-0.080689999999999998 0.10932500000000002 0.22924500000000006 -0.095169999999999991 -0.080724999999999991 -0.078729999999999994 -0.0046399999999999992 0.10554500000000001 -0.011809999999999999 0.084235000000000018 -0.087154999999999996 0.11642500000000001 0.10850000000000003 0.40827500000000011 0.095355000000000023 0.094185000000000033 0.059130000000000009 0.091025000000000023 -0.097769999999999996 -0.010694999999999998 -0.03764
decision_type=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 -2 8 10 -10 -6 14 13 -13 17 -16 -17 18 19 -7 -20
right_child=5 2 -4 4 7 11 -8 -9 9 -11 -12 12 -14 -15 15 16 -18 -19 20 -21 -22
leaf_value=-0.0057244029258215539 -0.011114792769135202 0.011534324984737752 -0.00059407040925538732 0.0061524049331547316 0.00013123412803364292 -0.0014129178239966616 0.0028327961345048819 -0.0032416230349612586 -0.009618393993288038 0.00073946168618109671 0.0068643716378010994 0.0093741660763698199 -0.002523391170543331 0.00011304203216780699 -0.0087829552518458569 -0.0023317971565405987 0.004869809738737174 0.0034415559820809597 7.9997561233666569e-05 0.0047825524120119001 -0.0015058723298750488
leaf_weight=47 47 53 63 75 582 77 59 87 47 141 95 59 80 63 69 74 47 66 1434 81 408
leaf_count=47 47 53 63 75 582 77 59 87 47 141 95 59 80 63 69 74 47 66 1434 81 408
internal_value=0 0.000726847 0.0049403 0.000271001 0.000546174 -0.000210194 -0.00334379 0.000103647 0.000441054 -0.00184565 0.00107727 -7.47261e-05 0.00177389 0.00459849 -0.000240613 -0.00289314 0.000458757 2.93108e-06 -0.000110134 0.00175806 -0.000270826
internal_weight=0 1190 116 1074 1027 2564 106 952 865 188 677 2458 202 122 2256 190 121 2066 2000 158 1842
internal_count=3754 1190 116 1074 1027 2564 106 952 865 188 677 2458 202 122 2256 190 121 2066 2000 158 1842
is_linear=0
shrinkage=0.0995203


Tree=1961
num_leaves=16
num_cat=0
split_feature=3 6 2 17 35 0 6 3 17 1 1 1 1 2 21
split_gain=0.068161 0.360552 0.143903 0.221298 0.345988 0.263852 0.117765 0.0837459 0.178709 0.0699655 0.115709 0.198936 0.138463 0.104696 0.0946478
threshold=0.083955000000000016 0.087235000000000021 -0.087129999999999999 -0.0092949999999999994 -1.0000000180025095e-35 -0.093765000000000001 0.082725000000000021 0.084550000000000028 -0.012064999999999999 0.50644500000000015 0.41696500000000009 0.40780000000000011 0.27278500000000011 1.0000000180025095e-35 -0.085914999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -5 -1 8 -2 10 11 12 14 -11 -9
right_child=7 -3 3 5 -6 -7 -8 9 -10 13 -12 -13 -14 -15 -16
leaf_value=0.00051994331523590837 0.0018256873850988052 0.0093003951802432122 0.001351602458234938 0.006944713513404306 -0.010416534584750245 -0.0020121412987153535 0.0068867996247404077 0.0025610292507568183 -0.0058215199177385005 0.0011950255914566549 0.0041790013820768857 -0.0063280262587298436 0.0055480938807883446 -0.0047744721527824404 -8.1477538856614134e-05
leaf_weight=75 52 49 47 52 52 87 47 141 72 49 68 48 46 71 2798
leaf_count=75 52 49 47 52 52 87 47 141 72 49 68 48 46 71 2798
internal_value=0 0.00129087 0.000198412 -0.00122373 -0.00482137 0.00133274 0.00297946 -7.00262e-05 -0.00260803 2.74259e-05 0.00011892 2.76226e-05 0.000130098 -0.00233011 4.50196e-05
internal_weight=0 409 360 238 99 139 122 3345 124 3221 3101 3033 2985 120 2939
internal_count=3754 409 360 238 99 139 122 3345 124 3221 3101 3033 2985 120 2939
is_linear=0
shrinkage=0.0995203


Tree=1962
num_leaves=19
num_cat=0
split_feature=7 2 2 6 21 2 8 6 2 2 2 5 6 2 17 2 18 2
split_gain=0.0618906 0.0728491 0.190567 0.252142 0.175427 0.147891 0.346118 0.131112 0.280685 0.129084 0.0957105 0.302263 0.0881003 0.0827689 0.159696 0.129568 0.188327 0.128959
threshold=0.085015000000000021 -0.087075 -0.088385000000000005 -0.0087049999999999992 -0.012349999999999998 -0.085944999999999994 -0.084554999999999991 0.089090000000000016 -0.095204999999999998 -0.10165999999999999 -0.084869999999999987 -0.011204999999999998 0.096575000000000022 -0.083769999999999997 -0.017704999999999995 -0.082294999999999993 0.088250000000000009 -0.082025000000000001
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 6 -3 8 9 -6 11 -7 -9 14 -12 16 -15 -17
right_child=-2 5 3 -5 7 10 -8 12 -10 -11 13 -13 -14 15 -16 17 -18 -19
leaf_value=0.0047346321119817545 -0.0025223088159034477 -0.0081920640534576556 -0.00092867588492675872 0.0083690155824079158 -0.00078219753213972518 -0.0033970325668074924 0.001292350090712649 0.0061045542320801796 -0.0064833663300573998 0.0040759652486971453 0.0011186382113243557 0.0065449329912493776 0.00034120287774654871 0.00067248467830329395 -0.0057507229256707837 -0.0042468087536387394 0.0070951787261826485 -2.1884342910439789e-05
leaf_weight=78 89 71 48 72 302 49 82 46 78 66 64 79 62 185 70 74 60 2179
leaf_count=78 89 71 48 72 302 49 82 46 78 66 64 79 62 185 70 74 60 2179
internal_value=0 0.000133509 0.00100687 0.00464312 0.000315145 -9.1671e-05 -0.00310356 -0.000305616 -0.00106034 8.68793e-05 7.49962e-05 0.00273263 0.00280355 -5.39394e-05 -0.00246373 7.50008e-05 0.00224873 -0.000161016
internal_weight=0 3665 752 120 632 2913 153 554 446 368 2760 128 108 2632 134 2498 245 2253
internal_count=3754 3665 752 120 632 2913 153 554 446 368 2760 128 108 2632 134 2498 245 2253
is_linear=0
shrinkage=0.0995203


Tree=1963
num_leaves=13
num_cat=0
split_feature=30 30 3 6 18 11 9 7 7 6 3 0
split_gain=0.061947 0.0927689 0.064306 0.205137 0.146297 0.138979 0.300908 0.116747 0.140898 0.122328 0.157733 0.139661
threshold=0.12371500000000002 0.097990000000000022 0.083955000000000016 0.087235000000000021 -0.018629999999999997 -0.076244999999999993 0.079525000000000026 0.088100000000000012 0.057175000000000011 -0.25061999999999995 0.17152000000000003 -0.13056499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 9 11 -11 -4
right_child=-2 -3 7 -5 5 6 -8 -9 -10 10 -12 -13
leaf_value=-0.0032323269828415063 0.0035787706945400325 -0.0032727978051905068 5.3027589089155974e-05 0.0074717368307626953 -0.0017112376396766634 0.0096518942719902752 0.00051839552942455481 -0.0045976730659006626 0.0054948544324284979 -4.1207751632187507e-05 0.0050304110904452887 -0.0071997157073695282
leaf_weight=81 49 83 55 47 83 51 120 55 46 2972 62 50
leaf_count=81 49 83 55 47 83 51 120 55 46 2972 62 50
internal_value=0 1.66133e-05 9.22179e-05 0.00131355 0.000447118 0.00162371 0.00324721 -5.15257e-05 2.67222e-05 -5.3149e-05 6.21614e-05 -0.00339286
internal_weight=0 3705 3622 382 335 254 171 3240 3185 3139 3034 105
internal_count=3754 3705 3622 382 335 254 171 3240 3185 3139 3034 105
is_linear=0
shrinkage=0.0995203


Tree=1964
num_leaves=19
num_cat=0
split_feature=5 5 0 5 0 5 26 19 1 18 1 5 27 19 0 0 3 0
split_gain=0.0878215 0.234579 0.293293 0.165852 0.381793 0.127628 0.152874 0.178906 0.318922 0.164336 0.136342 0.120757 0.143095 0.0901569 0.104604 0.0997319 0.120733 0.0861861
threshold=-0.019465 -0.026719999999999997 -0.085245000000000001 -0.040404999999999996 -0.084834999999999994 -0.045014999999999993 0.085855000000000029 0.10583000000000002 0.00039500000000000011 -0.0032949999999999998 -0.082195000000000004 -0.016339999999999997 -0.089394999999999988 0.11183000000000003 0.12461500000000002 0.11291000000000002 0.083955000000000016 -0.088694999999999982
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 8 -1 -8 -11 -2 -13 14 15 16 -14 -9
right_child=11 2 -4 4 -6 -7 9 17 -10 10 -12 12 13 -15 -16 -17 -18 -19
leaf_value=-0.00516622977741383 0.0054678848172969915 -0.011061025255345157 -0.00044466616606710991 -0.0028416727879655361 0.0094692941207914719 -0.0055561707741339349 0.0058888692334822133 0.0056504895141852446 -0.00054804777388631589 0.004613861177197278 -0.00017772477195709285 0.0057852611278286972 0.0025013834466085356 0.0036904106066028243 0.0033442391836372943 -0.0045354824659871243 -0.00032020249253750059 -5.0426184773772341e-05
leaf_weight=202 46 46 59 47 53 48 56 49 557 65 616 46 168 69 89 50 1417 56
leaf_count=202 46 46 59 47 53 48 56 49 557 65 616 46 168 69 89 50 1417 56
internal_value=0 -0.000534235 -0.00510344 -0.000259458 0.00367495 -0.000498548 -0.000346403 -0.00124492 -0.00177821 0.000705834 0.00027842 0.000430392 0.000303941 0.00016286 2.12007e-05 -0.000159186 -2.06156e-05 0.00260221
internal_weight=0 1854 105 1749 100 1649 1601 864 759 737 681 1885 1839 1793 1724 1635 1585 105
internal_count=3739 1854 105 1749 100 1649 1601 864 759 737 681 1885 1839 1793 1724 1635 1585 105
is_linear=0
shrinkage=0.0995203


Tree=1965
num_leaves=18
num_cat=0
split_feature=12 0 0 0 8 5 0 20 20 20 6 19 20 17 17 17 17
split_gain=0.0800891 0.0873624 0.229105 0.177491 0.644688 0.66377 0.194347 0.135788 0.134147 0.1552 0.144806 0.0883633 0.156613 0.129952 0.555765 0.552677 0.0843399
threshold=-0.090249999999999983 -0.084369999999999987 -0.083885000000000001 -0.085794999999999996 -0.085089999999999985 -0.01504 -0.086474999999999996 -0.16295499999999999 -0.095634999999999998 -0.083495 -0.06656999999999999 0.10583000000000002 -0.014534999999999999 -0.0082649999999999998 -0.053765 -1.0000000180025095e-35 -0.088734999999999994
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 5 -5 11 -4 16 -10 -11 13 -13 14 -2 -15 -9
right_child=1 2 7 4 -6 -7 -8 8 9 10 -12 12 -14 15 -16 -17 -18
leaf_value=-0.0041252674144937902 0.00022807729140253942 0.0065155531844405586 -0.0042003794206933905 -0.016524461638129113 0.0026828092055036132 -0.0002609803213076617 0.0045296806214509266 0.0070553042528933938 -0.0050254164752164742 0.0021720149002014116 -7.9689703822474628e-05 -0.0014862438737538247 0.0053141693717971448 0.0079081462906281496 -0.0065087408405430439 -0.00076649745743731599 0.0011884470042316738
leaf_weight=47 405 60 65 53 91 47 83 47 54 358 1345 65 69 82 173 644 51
leaf_count=47 405 60 65 53 91 47 83 47 54 358 1345 65 69 82 173 644 51
internal_value=0 8.79094e-06 0.000459164 -0.000511607 -0.00337135 -0.00888882 -0.000151955 0.000269476 0.000426543 0.000226175 0.000393177 -0.000422744 0.00200935 -0.000673296 -0.00178689 0.000212156 0.0040105
internal_weight=0 3692 1980 1712 191 100 1521 1920 1855 1757 1703 1438 134 1304 578 726 98
internal_count=3739 3692 1980 1712 191 100 1521 1920 1855 1757 1703 1438 134 1304 578 726 98
is_linear=0
shrinkage=0.0995203


Tree=1966
num_leaves=23
num_cat=0
split_feature=5 12 5 0 20 5 5 0 5 4 0 0 5 26 5 5 26 0 1 3 0 26
split_gain=0.0682152 0.228936 0.180695 0.241586 0.150556 0.198305 0.140697 0.215222 0.134036 0.145003 0.173187 0.122165 0.0973919 0.164604 0.0930627 0.178051 0.108058 0.36816 0.153281 0.349262 0.174094 0.124686
threshold=-0.019465 -0.085239999999999996 -0.026719999999999997 -0.085245000000000001 -0.08267999999999999 -0.040404999999999996 -0.055004999999999991 -0.082794999999999994 -0.077634999999999996 0.086380000000000026 -0.100285 -0.23099 -0.013944999999999999 0.086580000000000032 -0.012464999999999999 -0.011514999999999999 0.089005000000000015 -0.086304999999999993 1.0000000180025095e-35 0.11404500000000002 -0.105055 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=1 -1 4 -4 8 6 11 -8 9 10 -3 -6 13 -2 -14 -16 18 -18 20 -20 -17 -19
right_child=12 2 3 -5 5 -7 7 -9 -10 -11 -12 -13 14 -15 15 16 17 21 19 -21 -22 -23
leaf_value=-0.0074014056081654518 0.00020129808735699909 0.0020083022722032643 -0.0097039494535796772 -3.2071177959487043e-05 -0.0037487249814167067 0.0049075185622973342 -0.008193819330902033 0.00081573204187016944 0.0020951253335295787 -0.0075310839165858498 -0.0056210267060141676 0.00055563016615566062 -0.0036304359680196957 0.0074913164767591474 0.0063006461611654942 0.0055736501162218371 -0.009476196770305997 -0.0050474276170825623 -0.0079011841133425371 0.0026573127075438258 0.00076897974914573583 0.00026338562350222146
leaf_weight=46 80 62 46 58 69 88 50 55 51 63 56 1210 61 50 48 82 46 48 61 63 849 497
leaf_count=46 80 62 46 58 69 88 50 55 51 63 56 1210 61 50 48 82 46 48 61 63 849 497
internal_value=0 -0.000467481 -0.000290612 -0.00431789 -4.43349e-05 0.000326553 3.46862e-05 -0.00346674 -0.00240108 -0.00367249 -0.00160546 0.000322777 0.000382676 0.00301145 0.000187485 0.00032545 0.000150706 -0.000926023 0.000754654 -0.00253019 0.00119304 -0.000202854
internal_weight=0 1854 1808 104 1704 1472 1384 105 232 181 118 1279 1885 130 1755 1694 1646 591 1055 124 931 545
internal_count=3739 1854 1808 104 1704 1472 1384 105 232 181 118 1279 1885 130 1755 1694 1646 591 1055 124 931 545
is_linear=0
shrinkage=0.0995203


Tree=1967
num_leaves=30
num_cat=0
split_feature=5 5 0 26 3 6 6 0 20 0 5 26 5 26 9 9 17 6 17 26 17 5 9 5 8 8 20 21 9
split_gain=0.0553327 0.146525 0.182987 0.110885 0.157335 0.171417 0.240213 0.172566 0.166941 0.270706 0.131499 0.1306 0.172211 0.166027 0.109083 0.15726 0.14768 0.136938 0.127748 0.264651 0.227379 0.289037 0.193485 0.117359 0.239682 0.199467 0.158335 0.143177 0.12658
threshold=-0.019465 -0.026719999999999997 -0.085245000000000001 0.085355000000000028 0.18676500000000004 -0.042294999999999992 -0.074569999999999984 -0.096359999999999987 -0.014035000000000001 -0.089674999999999991 -0.039649999999999998 0.08709500000000002 -0.045014999999999993 0.088015000000000024 0.093705000000000024 0.091690000000000021 -0.042709999999999991 -0.07664 0.053575000000000012 0.086580000000000032 1.0000000180025095e-35 -0.015214999999999999 0.090400000000000022 0.058505000000000008 -0.065919999999999992 -0.063559999999999992 -0.072834999999999997 0.12487500000000003 0.098465000000000011
decision_type=2 2 2 2 2 2 2 2 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 7 -1 -7 -10 11 -5 13 -13 15 18 -17 -16 20 -20 21 -2 -23 24 -19 26 -25 28 -27
right_child=14 2 -4 10 -6 8 -8 -9 9 -11 -12 12 -14 -15 17 16 -18 23 19 -21 -22 22 -24 25 -26 27 -28 -29 -30
leaf_value=-0.0018889351806051513 0.0078379888029404161 -0.0087382109540653213 -0.00034940260151834345 0.0038304451210711336 -0.0065870619789079052 -0.0064204811199731499 0.0070677419791880134 0.0016558885400252451 0.0029040558652813956 -0.0053195012789761624 0.0053124260631403682 -0.0044578534156611395 -0.0059953040246344498 0.0007662096670769281 -0.005916670981824414 0.0014293241404721995 0.0084789464074794627 -0.008401196294160267 -0.0013910663152373402 0.0085497964146882214 -0.0064845374949506832 0.00040333624625450335 -0.0056519008552822656 -0.00074139524984488019 0.001532467667273449 -0.0030438048964366885 0.0067389717536545952 -0.0059436606220691704 0.0030249870860293033
leaf_weight=312 50 46 59 91 47 86 47 241 84 75 55 67 47 597 50 77 48 48 51 55 49 1049 55 46 48 63 71 51 74
leaf_count=312 50 46 59 91 47 86 47 241 84 75 55 67 47 597 50 77 48 48 51 55 49 1049 55 46 48 63 71 51 74
internal_value=0 -0.000421001 -0.0040323 -0.000203731 -0.000980796 -0.000667999 0.000236509 -0.000342604 -0.00288646 -0.000969832 0.000604114 0.000280204 -0.000173036 0.00023785 0.000344678 0.00076957 0.00414293 -0.00100449 0.000446813 0.00375921 0.000154267 0.000436867 0.00010093 -0.00038996 -0.00342584 0.000562912 0.00379098 -0.00144169 0.000228253
internal_weight=0 1854 105 1749 892 845 600 553 245 159 857 802 711 664 1885 1434 125 451 1309 106 1203 1154 1104 401 96 305 117 188 137
internal_count=3739 1854 105 1749 892 845 600 553 245 159 857 802 711 664 1885 1434 125 451 1309 106 1203 1154 1104 401 96 305 117 188 137
is_linear=0
shrinkage=0.0995203


Tree=1968
num_leaves=26
num_cat=0
split_feature=6 26 17 17 2 4 2 2 4 0 11 30 18 18 18 6 8 8 26 8 5 5 6 0 2
split_gain=0.0899078 0.158306 0.195175 0.264956 0.218197 0.100957 0.179271 0.158129 0.212257 0.153591 0.110171 0.0974754 0.0785343 0.274183 0.217251 0.167025 0.16657 0.47541 0.154464 0.149171 0.111303 0.217163 0.146937 0.105949 0.0692205
threshold=-0.09007999999999998 -0.112275 -0.042709999999999991 -0.095109999999999986 -0.011474999999999999 0.13424500000000003 0.0049750000000000011 -0.032624999999999994 0.10098000000000003 -0.229625 -0.065469999999999987 0.094680000000000028 0.088735000000000022 0.090540000000000023 0.082540000000000016 -0.083069999999999991 -0.091754999999999989 -0.097249999999999989 0.047170000000000011 -0.089984999999999996 -0.080724999999999991 -0.087969999999999993 -0.072834999999999997 -0.085894999999999985 -0.093109999999999984
decision_type=2 2 2 2 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 6 7 8 -4 -8 -7 12 14 -14 16 -15 17 18 -2 -18 21 -17 -22 -16 -21
right_child=11 2 5 4 -6 10 9 -9 -10 -11 -12 -13 13 15 23 20 19 -19 -20 24 22 -23 -24 -25 -26
leaf_value=0.0052029117127774163 -0.0035582395092107416 -0.0010867955833809048 0.00021009274294317328 0.0028844042362361597 0.011447640233128813 -0.0017026739284374498 -0.00039855795377510264 0.0036953056079158642 -0.0068190825593967084 -0.0076592742381604833 0.0042394119190991139 -0.0045620356446085079 -0.0078938721799946317 -0.0060030803522781295 0.0082736558025762966 -0.00042083313110246597 0.0053654046388470107 -0.010605765769725689 0.0026277445889958746 -0.0012591346342994887 0.0043274016546944105 0.0072026991977095578 -0.0015385321583103306 0.0016924278942283427 0.00042876752933886927
leaf_weight=80 68 86 233 80 47 48 53 91 52 64 86 49 53 49 46 105 56 55 97 289 48 57 353 52 1435
leaf_count=80 68 86 233 80 47 48 53 91 52 64 86 49 53 49 46 105 56 55 97 289 48 57 353 52 1435
internal_value=0 0.000971453 0.000567482 0.00317055 0.00605992 -0.000315509 -0.000975021 8.1468e-05 -0.00106955 -0.00437723 0.00210479 -0.000161815 -8.34837e-05 -0.00102611 0.00021491 -0.000430018 -8.85687e-06 -0.00259267 7.34077e-05 0.000310031 5.35731e-05 0.00225647 -0.000834334 0.00478993 0.000145344
internal_weight=0 920 840 213 127 627 493 376 285 117 134 2812 2763 665 2098 612 2000 220 165 1780 563 162 401 98 1724
internal_count=3732 920 840 213 127 627 493 376 285 117 134 2812 2763 665 2098 612 2000 220 165 1780 563 162 401 98 1724
is_linear=0
shrinkage=0.0995203


Tree=1969
num_leaves=21
num_cat=0
split_feature=3 19 0 3 21 17 6 3 1 3 9 9 6 0 0 26 26 26 8 0
split_gain=0.0738309 0.0826155 0.227079 0.325684 0.18748 0.0999001 0.0796852 0.151379 0.195417 0.247174 0.138329 0.195257 0.167909 0.15901 0.289886 0.106863 0.373755 0.192722 0.0725446 0.0433104
threshold=0.17152000000000003 0.11174500000000002 -0.085054999999999992 0.09049500000000002 0.09266000000000002 -0.5696199999999999 -0.055679999999999993 0.11089500000000001 -0.34140499999999996 0.11523000000000001 0.091750000000000012 0.089745000000000033 -0.10032499999999998 -0.09937 -0.091935000000000003 0.098495000000000013 0.096155000000000018 0.11538500000000003 -0.082244999999999999 -0.071029999999999996
decision_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 -4 -1 10 15 -9 -10 11 12 -7 -12 -15 16 -8 -17 -2 -6
right_child=18 2 4 -5 19 6 7 8 9 -11 13 -13 -14 14 -16 17 -18 -19 -20 -21
leaf_value=0.0044513043623578561 2.3278976180896083e-05 0.0074875522900826295 -0.0089151027166869696 -0.0031490814847474763 0.00062038515157613477 -0.00095210161505390333 5.0426918818230641e-05 -0.0082460550418981086 -0.0076774002569506327 0.00055278303919674898 0.0066540152773578087 -0.0060466166748306058 0.0020178478931802747 -0.0048510454200772603 0.0029868734318615944 -0.0043288719488109445 0.0076993061413911769 0.00080806192415118895 0.0053490221601255172 -0.003618914127798134
leaf_weight=53 50 52 54 63 46 403 1537 48 46 168 70 49 354 59 224 142 66 147 52 49
leaf_count=53 50 52 54 63 46 403 1537 48 46 168 70 49 354 59 224 142 66 147 52 49
internal_value=0 3.12073e-05 -0.0016638 0.00165341 -0.00422956 0.000164393 9.55652e-05 -0.000262173 -0.00250421 -0.0012125 0.000761128 4.05701e-05 0.000435671 0.00240405 0.00134993 4.78671e-05 0.000365864 -0.00171314 0.00274639 -0.00155758
internal_weight=0 3630 264 115 149 3366 3313 2154 262 214 1159 806 757 353 283 1892 1603 289 102 95
internal_count=3732 3630 264 115 149 3366 3313 2154 262 214 1159 806 757 353 283 1892 1603 289 102 95
is_linear=0
shrinkage=0.0995203


Tree=1970
num_leaves=23
num_cat=0
split_feature=6 20 9 2 18 9 18 6 2 20 9 6 20 29 19 19 19 2 6 7 3 21
split_gain=0.0711019 0.136289 0.153722 0.169347 0.163525 0.277704 0.169727 0.223559 0.156154 0.138168 0.106072 0.0993787 0.0706266 0.113863 0.0684732 0.115339 0.11025 0.25345 0.10189 0.0883565 0.107618 0.086307
threshold=-0.09007999999999998 -0.085594999999999991 0.088325000000000028 -0.07934999999999999 -0.091109999999999983 -1.0000000180025095e-35 0.089365000000000014 -0.11191 -0.075429999999999983 -0.0073549999999999996 0.11351500000000002 -0.088444999999999982 0.047510000000000011 -0.063964999999999994 0.10781000000000003 0.095150000000000026 0.11219500000000003 -0.083104999999999998 -0.085885000000000003 0.077685000000000018 0.08544000000000003 0.098250000000000018
decision_type=2 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 -3 12 7 -7 -5 -4 -10 -2 13 -6 15 18 -16 -18 -13 20 -20 -19
right_child=11 2 3 8 5 6 -8 -9 10 -11 -12 14 -14 -15 16 -17 17 21 19 -21 -22 -23
leaf_value=0.0047024030151223686 -0.0042664267154631967 0.0051039172016771805 0.0093217240444753106 -0.0047273867158227414 0.0054307863738547821 -0.0021458767524340457 0.0014021547595541855 -0.009120907839128856 0.0051791790368864617 0.0025335534983251468 -0.00088207205781371586 0.0040656059885485442 -0.0017826008834769917 0.0003948523003958279 -0.0057313459527166708 0.0043963864979069314 0.0052791585582937506 -0.0060728948019278311 0.0013990375943218217 -0.0034152480310352834 -0.00033618576358747051 -0.00086869736443044674
leaf_weight=83 57 47 47 46 70 122 57 73 57 82 57 59 56 123 52 60 53 51 436 78 1882 84
leaf_count=83 57 47 47 46 70 122 57 73 57 82 57 59 56 123 52 60 53 51 436 78 1882 84
internal_value=0 0.000854745 0.000472218 0.00232992 -0.000505991 -0.0010339 -0.00336389 -0.00476124 0.000161488 0.00501311 0.00214137 -0.000153053 0.00132087 0.0022256 -6.76514e-05 8.53056e-05 -0.00167392 -0.000547302 -1.97235e-05 -0.000120664 -9.4489e-06 -0.00284079
internal_weight=0 920 837 289 548 501 252 195 160 129 114 2812 249 193 2755 2515 240 188 2455 2396 2318 135
internal_count=3732 920 837 289 548 501 252 195 160 129 114 2812 249 193 2755 2515 240 188 2455 2396 2318 135
is_linear=0
shrinkage=0.0995203


Tree=1971
num_leaves=9
num_cat=0
split_feature=1 8 8 2 25 3 9 21
split_gain=0.0671931 0.0553713 0.125159 0.132849 0.149215 0.0673223 0.070044 0.0475796
threshold=0.62198500000000012 -0.50270999999999988 -0.42187000000000002 0.16158000000000003 0.096120000000000025 0.14721500000000004 0.13642500000000005 0.11240000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -7
right_child=-2 2 3 -5 -6 7 -8 -9
leaf_value=-0.0024838299115779758 0.0030965609803486351 0.0048410740134441563 9.4214817133266858e-07 -0.0043428814599434139 0.0056682735312575967 0.0047405007536582017 -0.003828392645048263 0.00035730585579133958
leaf_weight=85 72 54 3259 68 47 50 48 49
leaf_count=85 72 54 3259 68 47 50 48 49
internal_value=0 2.62418e-05 8.61508e-05 1.29941e-05 9.90116e-05 2.19199e-05 -5.43919e-05 0.00257931
internal_weight=0 3660 3575 3521 3453 3406 3307 99
internal_count=3732 3660 3575 3521 3453 3406 3307 99
is_linear=0
shrinkage=0.0995203


Tree=1972
num_leaves=16
num_cat=0
split_feature=27 27 6 5 6 28 4 4 6 9 9 1 8 2 8
split_gain=0.0401814 0.0780729 0.0431976 0.143485 0.120423 0.112967 0.122632 0.303018 0.100163 0.0951275 0.251386 0.177301 0.120424 0.208321 0.165314
threshold=-0.14624499999999999 -0.032854999999999995 -0.101065 -0.53715999999999997 -0.095814999999999997 0.077350000000000016 0.098515000000000019 0.093595000000000025 -0.082809999999999995 0.091750000000000012 0.098465000000000011 0.49737500000000007 -0.11550499999999998 0.013900000000000003 -0.44475499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 -6 -8 12 -11 -12 14 -14 -5
right_child=1 2 4 9 5 -7 8 -9 -10 10 11 -13 13 -15 -16
leaf_value=-0.0028683325025448039 0.0041213490078470761 0.0039243035700600266 0.004056306443191931 -0.0028918559478281329 6.30809072280747e-05 -0.004745493929407596 0.0056554296397993281 -0.0080899054447146589 0.0011445583077897361 0.0069024566004539682 -0.0055970472479906896 0.0023172355531358075 -0.0015088374422633805 -0.0075247704178237696 0.0050816677317571885
leaf_weight=46 47 60 78 53 2437 47 57 46 344 48 57 55 240 75 50
leaf_count=46 47 60 78 53 2437 47 57 46 344 48 57 55 240 75 50
internal_value=0 9.09321e-05 3.87664e-05 -0.000704785 0.000196694 9.37023e-05 0.00017285 -8.76316e-05 0.0017878 -0.00118673 0.000873339 -0.00170326 -0.00197723 -0.0029438 0.000970839
internal_weight=0 3694 3647 638 3009 2931 2884 2483 401 578 160 112 418 315 103
internal_count=3740 3694 3647 638 3009 2931 2884 2483 401 578 160 112 418 315 103
is_linear=0
shrinkage=0.0995203


Tree=1973
num_leaves=11
num_cat=0
split_feature=35 9 1 4 4 1 1 9 6 9
split_gain=0.0568622 0.0601742 0.0429807 0.128754 0.0693411 0.109524 0.0790808 0.0817129 0.206132 0.0970129
threshold=0.004000000000000001 -0.37999999999999995 0.51334500000000016 0.13469000000000006 0.13699000000000003 0.41527500000000012 0.41897000000000012 -0.093949999999999992 -0.09416999999999999 -0.082514999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -6 7 8 -3 -9
right_child=-2 2 3 -5 5 -7 -8 9 -10 -11
leaf_value=0.0034223255284423666 -0.0033903635331420097 0.001152430747025241 -0.0013910787301916784 0.0058541635823788161 0.00046083582622975089 -0.0060965582297295333 0.0030791688593555613 0.0036212666327474145 -0.0069928584788153895 0
leaf_weight=53 47 68 50 47 54 47 84 75 56 3159
leaf_count=53 47 68 50 47 54 47 84 75 56 3159
internal_value=0 9.29249e-05 4.42225e-05 0.00211106 -1.21324e-05 -0.00258252 6.30538e-05 -1.21502e-05 -0.00251949 8.37345e-05
internal_weight=0 3693 3640 97 3543 101 3442 3358 124 3234
internal_count=3740 3693 3640 97 3543 101 3442 3358 124 3234
is_linear=0
shrinkage=0.0995203


Tree=1974
num_leaves=10
num_cat=0
split_feature=35 12 9 9 20 26 5 27 8
split_gain=0.0461089 0.0542017 0.0473619 0.047446 0.146485 0.0555194 0.0488542 0.0453481 0.0716535
threshold=0.004000000000000001 -0.0088449999999999987 -0.26414499999999996 -0.090699999999999989 -0.010459999999999999 -0.396395 -0.093384999999999982 0.11081000000000003 0.15415000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -5 -4 8 -7
right_child=-2 2 3 5 -6 7 -8 -9 -10
leaf_value=0.002582886266216197 -0.0030529538590138182 0.0030366705822514575 -0.0013529916730900824 0.0031977797538376585 -0.0052019710034778063 1.2836407103273688e-05 0.0031790459372426998 0.0025161997775489174 -0.0038606116580593682
leaf_weight=84 47 51 48 55 68 3223 46 70 48
leaf_count=84 47 51 48 55 68 3223 46 70 48
internal_value=0 8.36997e-05 2.53039e-05 -1.76307e-05 -0.00168174 6.15115e-05 0.000856106 9.63673e-06 -4.3754e-05
internal_weight=0 3693 3609 3558 162 3396 94 3341 3271
internal_count=3740 3693 3609 3558 162 3396 94 3341 3271
is_linear=0
shrinkage=0.0995203


Tree=1975
num_leaves=28
num_cat=0
split_feature=21 20 20 5 3 4 20 9 2 2 2 6 6 2 8 6 20 8 21 8 17 6 18 1 20 9 3
split_gain=0.0367693 0.107191 0.228987 0.125605 0.305858 0.224653 0.128737 0.21609 0.042989 0.325192 0.137956 0.114799 0.332861 0.320471 0.22803 0.197533 0.202609 0.0784738 0.163806 0.151967 0.190316 0.219731 0.144885 0.143446 0.127704 0.0543459 0.038987
threshold=-0.0050399999999999993 -0.0064400000000000004 -0.011659999999999998 -0.025879999999999997 0.093835000000000016 0.10172500000000002 -0.08588999999999998 0.084565000000000015 -0.086304999999999993 -0.085759999999999989 -0.086934999999999998 0.089165000000000022 0.086275000000000032 -0.093109999999999984 -0.07743499999999999 0.041585000000000011 -0.10068000000000001 0.0017700000000000003 1.0000000180025095e-35 -0.046889999999999994 -0.095109999999999986 -0.094839999999999994 0.23251500000000005 -0.215865 -0.080869999999999984 0.11582000000000002 0.089985000000000023
decision_type=2 2 2 2 2 2 2 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 26 -8 10 -10 11 12 15 14 -13 16 -2 19 -19 22 23 -22 24 -21 -11 -20 -5
right_child=8 -3 -4 6 5 -7 7 -9 9 17 -12 13 -14 -15 -16 -17 -18 18 25 20 21 -23 -24 -25 -26 -27 -28
leaf_value=-0.0066027785675914826 -0.0068358921193960934 0.0054092168868299104 -0.0053102010407337632 -0.0019836639430280971 0.0061560641749823768 -0.0025974618701676017 0.0092799851032935518 0.0011152005659253346 0.0080597155566864091 -0.0028012252965562293 -0.0052824003240734239 -0.0057622135943211673 -0.0091161752655145051 0.0087977022321747683 0.0036920588081762683 0.0041953648698599307 -0.00028958531912205541 -0.0067654852007695407 -0.0018983283258944175 0.0014416395311757301 0.00040313504062918989 0.0053887481840156192 0.0049646289766782925 -0.0052666671005631455 -0.00015574094411774877 0.00247642360916358 0.0020273092381570953
leaf_weight=59 54 46 61 48 64 53 59 71 50 205 61 51 46 48 50 82 355 52 66 69 177 174 50 58 1534 49 48
leaf_count=59 54 46 61 48 64 53 59 71 50 205 61 51 46 48 50 82 355 52 66 69 177 174 50 58 1534 49 48
internal_value=0 0.000826039 0.000368923 0.00123272 -0.000757054 0.0021838 0.0027859 0.00482706 -8.39242e-05 0.00011486 -0.000746039 -0.000341466 -0.00102064 0.00210081 -0.00107378 -0.000260532 -0.00115589 -4.80092e-05 -0.00213024 0.000105019 0.00168164 0.00287697 -0.000315778 -0.00161555 -0.000468072 -2.71848e-05 1.32953e-05
internal_weight=0 509 463 402 176 117 226 130 3231 2484 747 686 537 149 101 491 409 2434 167 2267 478 351 1789 127 1739 115 96
internal_count=3740 509 463 402 176 117 226 130 3231 2484 747 686 537 149 101 491 409 2434 167 2267 478 351 1789 127 1739 115 96
is_linear=0
shrinkage=0.0995203


Tree=1976
num_leaves=16
num_cat=0
split_feature=24 9 2 2 9 2 6 18 26 1 5 1 26 3 6
split_gain=0.117948 0.0765915 0.14224 0.0669785 0.123363 0.719958 0.46008 0.370959 0.0958762 0.158156 0.271175 0.15566 0.140539 0.119375 0.0778325
threshold=-0.071649999999999991 -0.22988499999999998 0.31852000000000008 -0.085944999999999994 0.083955000000000016 -0.086414999999999992 -0.010459999999999999 -0.011835 0.091275000000000023 -0.083284999999999984 -0.0081349999999999981 -0.080689999999999998 0.090625000000000025 0.08622500000000001 -0.07664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 14 -3 -8 12 10 -10 -11 13 -5 -6
right_child=1 2 -4 8 5 -7 7 -9 9 11 -12 -13 -14 -15 -16
leaf_value=-0.0052025286875023889 0.0027358255993566224 0.0084051197976898317 -0.005320993926339496 -0.0010146028146161949 -0.0025338407753726431 -0.013009379930983694 0.0031385188800910646 -0.0062392953339101163 -0.0098320231339659118 0.0043262961921045825 0.00073197398063296407 -0.00070038757116796103 0.005458475762751722 0.00088376824432584249 -1.1545718904372698e-05
leaf_weight=46 90 63 53 443 160 50 83 84 48 67 48 681 56 1262 502
leaf_count=46 90 63 53 443 160 50 83 84 48 67 48 681 56 1262 502
internal_value=0 -0.000131147 -0.000203049 -0.000126345 -0.000845626 -0.00149342 0.00115617 -0.00157356 0.000133442 -0.000738254 -0.0045415 -0.000249042 0.000551687 0.000390046 -0.000622401
internal_weight=0 3690 3600 3547 942 712 230 167 2605 844 96 748 1761 1705 662
internal_count=3736 3690 3600 3547 942 712 230 167 2605 844 96 748 1761 1705 662
is_linear=0
shrinkage=0.0995203


Tree=1977
num_leaves=9
num_cat=0
split_feature=26 9 2 6 8 2 23 26
split_gain=0.103175 0.0509212 0.105079 0.0617976 0.0534496 0.0907699 0.116169 0.0505372
threshold=0.51432000000000022 -0.22988499999999998 0.31852000000000008 -0.25061999999999995 -0.42187000000000002 0.14685000000000001 0.086085000000000023 0.40795000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=-0.0003371594960934548 -0.0048591102863430593 0.0032592959343027608 -0.0045342122465304186 0.0046726273201379929 -0.00020135690592854656 -0.0038684979041674309 0.0046761837602890899 0.0031191428828368033
leaf_weight=49 46 46 54 48 3333 64 50 46
leaf_count=49 46 46 54 48 3333 64 50 46
internal_value=0 -0.000115922 -0.000176877 0.00213347 -0.000110159 -0.000154766 -8.52129e-05 -0.000155911
internal_weight=0 3690 3593 97 3539 3493 3429 3379
internal_count=3736 3690 3593 97 3539 3493 3429 3379
is_linear=0
shrinkage=0.0995203


Tree=1978
num_leaves=14
num_cat=0
split_feature=24 23 8 8 29 4 4 3 0 0 0 0 9
split_gain=0.0931241 0.0563795 0.0456048 0.221169 0.0877118 0.110702 0.329281 0.22187 0.087313 0.107564 0.103507 0.195401 0.136505
threshold=-0.071649999999999991 -0.022119999999999997 -0.0077949999999999998 -0.0032949999999999998 -0.0086300000000000005 0.08544000000000003 0.089610000000000009 0.08511500000000001 -0.16423499999999999 -0.14824999999999997 -0.11896 -0.10806499999999999 0.082690000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 -4 -5 7 -7 -6 -3 -10 12 -12 -11
right_child=1 2 3 4 5 6 -8 -9 9 10 11 -13 -14
leaf_value=-0.0046077082156455269 0.0027584732265806748 -0.0034214230919181634 -0.0074170733114391312 0.003231614930231518 0.00310981419059194 0.0067965347682604578 -0.00087768206099599956 -0.0027693065417842876 0.0037803698171071038 -0.00035859570562624755 0.0049564633417991926 1.4154016280894488e-05 -0.0069036463661136908
leaf_weight=46 67 70 47 61 77 69 280 362 78 93 82 2356 48
leaf_count=46 67 70 47 61 77 69 280 362 78 93 82 2356 48
internal_value=0 -0.000101469 -0.000154584 -0.000770623 -0.000401716 -0.000684016 0.000637225 -0.00173625 4.75258e-05 0.000139225 2.87839e-05 0.00018072 -0.00259251
internal_weight=0 3690 3623 896 849 788 349 439 2727 2657 2579 2438 141
internal_count=3736 3690 3623 896 849 788 349 439 2727 2657 2579 2438 141
is_linear=0
shrinkage=0.0995203


Tree=1979
num_leaves=20
num_cat=0
split_feature=30 2 2 0 9 18 9 3 9 9 3 6 3 8 23 9 3 30 18
split_gain=0.0917322 0.0625751 0.0934993 0.299689 0.375311 0.0849765 0.19363 0.497903 0.196791 0.157344 0.562522 0.161543 0.0984741 0.0793613 0.11675 0.0774345 0.174975 0.146623 0.0707666
threshold=-1.0000000180025095e-35 -0.085944999999999994 -0.086934999999999998 -0.085684999999999997 0.085335000000000022 -0.0010249999999999999 0.095785000000000023 0.10089500000000003 0.088365000000000013 0.09550500000000002 0.092200000000000018 0.08866000000000003 0.09940000000000003 0.10528000000000003 -0.022119999999999997 -0.26414499999999996 0.14940500000000004 0.10366000000000002 -0.120155
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 -5 9 7 8 -7 10 11 -2 -8 14 -3 -16 17 -17 -11
right_child=1 13 3 4 -6 6 12 -9 -10 18 -12 -13 -14 -15 15 16 -18 -19 -20
leaf_value=-0.0045586042105311888 0.00095334844535316691 0.0043782330741091776 -0.0097370160423998261 0.006474101321831606 -0.0061707229087626693 0.0027285748299656666 -0.0013192130625171346 -0.010248893431079553 -0.0047809256828992572 -0.00038782169607085677 0.0094246995619118173 -0.0040241096234820981 0.0046064182142960654 -0.003103577130055032 -0.003487829201826212 0.00017915651802923678 0.0047719159419537934 -0.0053755008012088719 -0.0058706302903250244
leaf_weight=46 235 66 46 46 47 93 53 70 55 46 70 89 58 72 57 2410 81 48 48
leaf_count=46 235 66 46 46 47 93 53 70 55 46 70 89 58 72 57 2410 81 48 48
internal_value=0 -8.62223e-05 -0.000779423 -0.00316632 7.4904e-05 -0.000372327 -0.001609 -0.0033331 -5.65873e-05 0.000459739 0.00133406 -0.00041139 0.00176969 0.00015587 0.000244337 0.000138923 0.000220665 7.03516e-05 -0.00319626
internal_weight=0 3690 956 139 93 817 329 218 148 488 394 324 111 2734 2662 2596 2539 2458 94
internal_count=3736 3690 956 139 93 817 329 218 148 488 394 324 111 2734 2662 2596 2539 2458 94
is_linear=0
shrinkage=0.0995203


Tree=1980
num_leaves=19
num_cat=0
split_feature=19 27 17 17 8 8 3 9 9 3 8 21 4 4 0 1 20 8
split_gain=0.0586423 0.0463337 0.0459038 0.143432 0.232121 0.473175 0.185772 0.287327 0.21837 0.138364 0.105798 0.0749585 0.0725825 0.166668 0.149004 0.268017 0.109503 0.0833725
threshold=-0.10411999999999999 -0.038765000000000001 0.059130000000000009 0.11639500000000001 -0.086589999999999986 -0.068099999999999994 0.088055000000000022 0.084115000000000009 0.090150000000000022 0.10807500000000002 -0.081055000000000002 -0.091869999999999993 0.12435500000000002 0.13312000000000004 -0.15034 0.0022300000000000006 -0.096095 -0.071594999999999992
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 4 -4 -6 7 -5 9 -8 -10 -3 14 -14 15 -13 -16 -15
right_child=1 2 3 6 5 -7 8 -9 10 -11 -12 12 13 17 16 -17 -18 -19
leaf_value=0.0030055822315278573 -0.0023721635812627992 0.0030156714938963745 -0.0010697445191237701 -0.008720957101303068 0.011422056594903543 -0.0011268431761321906 0.0050307312205359576 0.00091509662462087847 -0.0039204353153405591 -0.00025640060928679311 0.00020932825846054721 -0.0075763311659160348 0.006264650291756926 -0.0016069252432920787 -0.0028297931478867828 0 -1.184391410494809e-05 0.0029068794669384083
leaf_weight=64 82 71 83 57 66 54 140 66 86 75 214 78 54 117 146 114 2126 62
leaf_count=64 82 71 83 57 66 54 140 66 86 75 214 78 54 117 146 114 2126 62
internal_value=0 -3.28407e-05 2.00842e-05 0.000664201 0.00296838 0.00576823 -6.76626e-05 -0.00354374 0.000760956 0.00318258 -0.000971809 -0.000175322 -0.00025963 0.00141849 -0.000418648 -0.00308115 -0.000193287 -3.89108e-05
internal_weight=0 3691 3609 841 203 120 638 123 515 215 300 2768 2697 233 2464 192 2272 179
internal_count=3755 3691 3609 841 203 120 638 123 515 215 300 2768 2697 233 2464 192 2272 179
is_linear=0
shrinkage=0.0995203


Tree=1981
num_leaves=10
num_cat=0
split_feature=30 9 1 36 20 4 17 9 0
split_gain=0.0409174 0.0711011 0.0529646 0.0812059 0.0718307 0.167367 0.0514299 0.113864 0.109431
threshold=-0.020805000000000001 -0.46256000000000003 0.62198500000000012 0.086430000000000021 -0.15398499999999998 0.08167000000000002 0.026115000000000006 -0.073629999999999987 -0.15468499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -6 -8
right_child=1 2 -4 -5 6 -7 8 -9 -10
leaf_value=0.0029668160270716892 -0.0037472168617575857 -0.001199126600239757 0.0029888692831462767 -0.0030386720249958666 -0.0026656869090326608 0.0054658675315132493 0.0044222269326626498 -7.9560333629942863e-05 0.00029124286016642614
leaf_weight=46 50 73 59 86 182 76 69 2306 808
leaf_count=46 50 73 59 86 182 76 69 2306 808
internal_value=0 -1.95839e-05 3.11303e-05 -1.71164e-05 5.65988e-05 0.00219497 -3.78438e-05 -0.000269067 0.000617191
internal_weight=0 3709 3659 3600 3514 149 3365 2488 877
internal_count=3755 3709 3659 3600 3514 149 3365 2488 877
is_linear=0
shrinkage=0.0995203


Tree=1982
num_leaves=16
num_cat=0
split_feature=19 8 2 0 10 1 2 6 4 6 6 26 26 0 3
split_gain=0.0488552 0.0470274 0.175722 0.113316 0.114778 0.100766 0.0815526 0.105523 0.100134 0.0576792 0.269433 0.0623294 0.195162 0.244987 0.132023
threshold=-0.10411999999999999 -0.092299999999999993 0.13398000000000002 -0.25289499999999993 0.09056500000000002 0.52078500000000016 -0.029394999999999998 -0.0048649999999999995 0.12631500000000004 0.088915000000000022 0.09278500000000002 0.090385000000000021 0.085855000000000029 -0.14075499999999999 0.10920500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 6 9 8 -8 -5 11 -11 12 13 -2 -13
right_child=1 2 -4 4 -6 -7 7 -9 -10 10 -12 14 -14 -15 -16
leaf_value=0.0027413507626962157 0.0047590684775414473 0.0043784533101336454 -0.0059323848447589448 -0.00011359729855939937 0.0043642454314599078 0.0052271822098516642 -0.00031371593906672689 -0.0032463877892028575 0.0043025617963415013 0.0078132360862883665 -0.0018107524493110301 0.00072000048908774767 0.0052168737321133408 -0.002135106851713317 -0.0058336450888062394
leaf_weight=64 66 55 52 2302 54 46 333 192 52 51 66 73 72 225 52
leaf_count=64 66 55 52 2302 54 46 333 192 52 51 66 73 72 225 52
internal_value=0 -3.19596e-05 -0.00019656 -9.64653e-05 -0.000180659 0.000735422 -0.00026619 -0.0013878 -1.56962e-05 0.000392547 0.00237732 -8.16347e-05 0.000576625 -0.000568666 -0.00199977
internal_weight=0 3691 3040 2988 2933 651 2879 525 2354 605 117 488 363 291 125
internal_count=3755 3691 3040 2988 2933 651 2879 525 2354 605 117 488 363 291 125
is_linear=0
shrinkage=0.0995203


Tree=1983
num_leaves=17
num_cat=0
split_feature=19 8 2 9 20 26 26 9 20 9 9 26 8 1 8 8
split_gain=0.0396137 0.0416084 0.143296 0.0776291 0.0954935 0.0874217 0.158293 0.205861 0.0761561 0.0650104 0.271837 0.157508 0.123288 0.264326 0.161927 0.0572963
threshold=-0.10411999999999999 -0.098504999999999995 0.13398000000000002 0.09667000000000002 -0.089994999999999992 0.10665000000000002 0.090095000000000022 -0.040564999999999997 0.10634000000000003 0.094085000000000016 0.093175000000000022 0.11215000000000001 -0.073999999999999996 -0.066524999999999987 -0.070649999999999991 -0.020084999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 8 4 -2 6 7 -6 9 10 11 -3 13 -11 -14 -10
right_child=1 2 -4 -5 5 -7 -8 -9 15 12 -12 -13 14 -15 -16 -17
leaf_value=0.0024685309695718321 -0.0024805009767934635 -0.00037516000329077648 -0.0053419928705580729 -0.0021934450979403134 0.0057157725795345098 -0.0010187224265896019 0.0075359829601431387 -0.00053603915972236455 0.00017111114182102356 0.0081012857498360073 -0.0060607925575280131 0.0044901732832485523 -0.0054460422476780004 -0.00018678158359805 0.00046526994387387878 0.0047730366410968575
leaf_weight=64 56 2120 52 72 79 78 55 153 53 63 82 68 50 96 559 55
leaf_count=64 56 2120 52 72 79 78 55 153 53 63 82 68 50 96 559 55
internal_value=0 -2.87348e-05 -0.000160143 0.000822027 0.00133968 0.00192803 0.00273175 0.00158928 -7.42324e-05 -0.000166807 -0.000434798 -0.000223578 0.000624239 0.00309202 -1.87156e-05 0.00252227
internal_weight=0 3691 3198 493 421 365 287 232 3146 3038 2270 2188 768 159 609 108
internal_count=3755 3691 3198 493 421 365 287 232 3146 3038 2270 2188 768 159 609 108
is_linear=0
shrinkage=0.0995203


Tree=1984
num_leaves=21
num_cat=0
split_feature=5 1 18 6 6 26 17 5 26 26 17 26 17 5 26 21 21 8 4 18
split_gain=0.0629079 0.102632 0.0647743 0.156515 0.188858 0.0756524 0.165799 0.110112 0.0659589 0.369922 0.346637 0.213845 0.126237 0.210773 0.0922772 0.0920616 0.153562 0.0896794 0.0618375 0.0197393
threshold=0.51775000000000015 0.05340000000000001 -0.15202999999999997 -0.065394999999999995 -0.0083399999999999985 0.12086000000000002 -0.0064000000000000003 -0.080724999999999991 0.08598500000000002 0.087170000000000011 0.00079000000000000023 0.085355000000000028 -0.42946499999999999 -0.010424999999999999 0.086515000000000022 -0.091869999999999993 -0.079684999999999992 -0.07106999999999998 0.10373000000000003 0.087810000000000013
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 18 3 -1 -5 8 19 -8 11 10 14 15 17 -14 -10 -4 -17 -11 -2 -7
right_child=1 -3 5 4 -6 6 7 -9 9 12 -12 -13 13 -15 -16 16 -18 -19 -20 -21
leaf_value=0.0017202397713935965 -0.001656245883317806 0.0060187449509771264 0.0038310981049362778 -0.0075492111298447288 8.7102749696649331e-05 0.006630595790478807 0.0020580769162342246 -0.003606636512524789 -0.0045606660132459162 0.004852085322884574 -0.011166473446575467 0.0051237264781440906 0.00068709390908121715 -0.0021748198524019421 0.0010710106608028389 -0.0040289875662089629 0.00025328012393672209 -0.00041160315236812107 0.0030990349211505244 0.00365292154320826
leaf_weight=82 62 46 65 66 62 46 82 58 56 88 57 91 782 378 59 88 1442 50 48 46
leaf_count=82 62 46 65 66 62 46 82 58 56 88 57 91 782 378 59 88 1442 50 48 46
internal_value=0 0.00207006 2.83988e-05 -0.00166738 -0.00384398 0.000133751 0.00186827 -0.000282886 5.98588e-06 -0.000480999 -0.00481801 0.000431067 9.30743e-05 -0.00024479 -0.00166425 0.000162822 6.44459e-06 0.00293902 0.000411344 0.00515066
internal_weight=0 156 3598 210 128 3388 232 140 3156 1470 172 1686 1298 1160 115 1595 1530 138 110 92
internal_count=3754 156 3598 210 128 3388 232 140 3156 1470 172 1686 1298 1160 115 1595 1530 138 110 92
is_linear=0
shrinkage=0.0995203


Tree=1985
num_leaves=24
num_cat=0
split_feature=3 3 3 19 17 3 26 19 6 26 21 3 0 6 8 17 9 26 9 9 9 26 17
split_gain=0.07384 0.188621 0.153215 0.153086 0.117444 0.353968 0.146161 0.187689 0.179641 0.124998 0.114205 0.284885 0.339056 0.145059 0.143155 0.126766 0.223274 0.178804 0.128279 0.771299 0.336022 0.141277 0.152851
threshold=0.096035000000000023 0.09697500000000002 0.097880000000000023 0.13265500000000005 0.026115000000000006 0.10426500000000002 -0.095449999999999993 -0.031244999999999998 -0.050699999999999995 -0.054024999999999997 -0.032929999999999994 0.09049500000000002 -0.085794999999999996 0.11481500000000001 -0.086064999999999989 0.18936500000000003 0.087155000000000024 0.089545000000000027 0.086070000000000021 0.085665000000000033 0.085335000000000022 0.11746500000000003 -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
left_child=10 -2 -3 4 6 -6 8 -8 -4 -7 11 12 14 15 -1 18 -17 -18 19 20 -12 22 -20
right_child=1 2 3 -5 5 9 7 -9 -10 -11 13 -13 -14 -15 -16 16 17 -19 21 -21 -22 -23 -24
leaf_value=-0.00063439963353028597 0.0058066260114354451 -0.004476115829343574 0.0074561401944983991 -0.0033925764625637477 0.0078015605672504453 0.0049449324811979547 -0.0055824100059376162 0.00032497939260882846 -0.00065145596704242542 -0.00092804828510562509 0.00078507000713024812 -0.0092145511570559599 -0.0066034182194014733 0.0049126790143981143 0.0071185569138504136 -0.0066714791202825627 0.0046252934967029504 -0.0029919353285939448 5.3509739593774704e-05 0.012816308744902359 -0.0066607275203816856 0.0032103949284752091 -0.0026870123107327038
leaf_weight=47 67 61 60 88 91 46 57 813 49 163 784 48 55 57 47 79 51 76 460 51 65 81 358
leaf_count=47 67 61 60 88 91 46 57 813 49 163 784 48 55 57 47 79 51 76 460 51 65 81 358
internal_value=0 0.000644971 0.000402219 0.000620505 0.00089726 0.00262046 0.000368375 -6.11158e-05 0.00380393 0.000360653 -0.000256551 -0.00254594 -0.000392165 -3.74295e-05 0.00323337 -0.000178564 -0.0025172 6.05066e-05 8.8774e-05 0.000929088 0.00021405 -0.000751565 -0.00114489
internal_weight=0 1495 1428 1367 1279 300 979 870 109 209 2259 197 149 2062 94 2005 206 127 1799 900 849 899 818
internal_count=3754 1495 1428 1367 1279 300 979 870 109 209 2259 197 149 2062 94 2005 206 127 1799 900 849 899 818
is_linear=0
shrinkage=0.0995203


Tree=1986
num_leaves=28
num_cat=0
split_feature=3 3 3 19 5 20 26 0 0 5 17 18 17 5 0 17 5 5 2 9 2 17 3 26 21 3 9
split_gain=0.0598623 0.152943 0.124239 0.124141 0.117758 0.237679 0.176663 0.172048 0.207782 0.145777 0.275253 1.23371 0.195415 0.185054 0.159053 0.188127 0.166281 0.15245 0.122003 0.282955 0.228081 0.0952257 0.287015 0.11892 0.172605 0.168328 0.117946
threshold=0.096035000000000023 0.09697500000000002 0.097880000000000023 0.13265500000000005 0.066815000000000027 -0.081424999999999984 0.089880000000000029 0.047575000000000013 -0.082494999999999999 -0.01554 -1.0000000180025095e-35 -0.064960000000000004 -0.0069749999999999994 -0.020074999999999999 -0.082339999999999983 -0.0096999999999999986 -0.0016799999999999999 -0.025879999999999997 -0.082954999999999987 0.08758500000000001 -0.082294999999999993 0.026115000000000006 0.10426500000000002 -0.10954 -0.075024999999999994 0.11816500000000002 -0.084134999999999988
decision_type=2 2 2 2 2 2 2 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 21 9 -6 7 8 -7 13 12 -12 14 17 15 -11 -16 18 19 -1 -20 23 -23 25 -25 -4 -24
right_child=1 2 3 -5 5 6 -8 -9 -10 10 11 -13 -14 -15 16 -17 -18 -19 20 -21 -22 22 26 24 -26 -27 -28
leaf_value=-0.0061550448579370852 0.0052287492348019196 -0.0040306518138129516 0.0078375118192811431 -0.0030549464774232665 0.0038551345394839441 -0.0024626392541534366 0.00057771011851408011 -0.00042729812628234103 -0.010917102156531968 -0.0014787469117591649 -0.0021897206340214547 0.017938017721191146 -0.0059853777650651563 -0.0054802425302360102 0.005379638559625693 0.0046755871200009624 0.00020494306621950895 0.0039924337086637857 0.0060761937336715616 0.0006260769705062339 -0.00052278499093069079 0.0070251475167449756 0.0046571412135119911 0.0052507018681383858 -0.00041301928549455626 -0.00021350427988461873 -0.0009623023220007704
leaf_weight=116 67 61 48 88 55 51 77 53 67 323 81 48 46 74 119 58 128 75 56 128 704 91 48 57 819 55 161
leaf_count=116 67 61 48 88 55 51 77 53 67 323 81 48 46 74 119 58 128 75 56 128 704 91 48 57 819 55 161
internal_value=0 0.000580728 0.000362076 0.000558692 -0.000230983 -0.00205667 -0.00337106 -0.00515395 -0.00726999 5.14125e-05 0.00108131 0.00529333 0.000273934 -0.000665141 0.000733722 -0.000539718 0.00270133 -0.000334153 -0.00065817 -0.00259438 -3.5467e-05 0.000807965 0.00235967 0.000331631 -4.35547e-05 0.00353048 0.000324371
internal_weight=0 1495 1428 1367 2259 303 248 171 118 1956 803 129 674 1153 628 381 247 1079 1004 244 760 1279 300 979 876 103 209
internal_count=3754 1495 1428 1367 2259 303 248 171 118 1956 803 129 674 1153 628 381 247 1079 1004 244 760 1279 300 979 876 103 209
is_linear=0
shrinkage=0.0995203


Tree=1987
num_leaves=15
num_cat=0
split_feature=11 13 26 26 2 2 26 18 26 3 3 4 17 2
split_gain=0.0547581 0.0692888 0.0651073 0.3345 0.281861 0.311905 0.194071 0.15874 0.113668 0.169249 0.114948 0.0996552 0.0868948 0.0824194
threshold=0.092640000000000014 1.0000000180025095e-35 0.08598500000000002 0.087170000000000011 -0.086254999999999984 -0.082404999999999992 0.085355000000000028 -0.40801999999999999 0.087495000000000031 0.084145000000000011 0.084855000000000028 0.15116500000000005 -0.0096999999999999986 0.14153500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 7 -1 -5 -10 -11 13 -8 -9
right_child=-2 -3 3 8 5 -7 12 11 9 10 -12 -13 -14 -15
leaf_value=0.0053363017822205192 -0.0031235499835913475 0.0039668853927082338 -0.01117838849240657 0.0046302509507566989 0.0031370020226185623 -0.006702131777201901 0.0080158162500282206 -1.8118203304777498e-05 -0.0050684709366138093 0.0046651849775311153 -9.7094332568646361e-06 -0.0043375998932895996 0.0018700091490211599 0.0023263365670352595
leaf_weight=59 52 46 46 53 60 68 46 1480 64 54 1466 49 46 165
leaf_count=59 52 46 46 53 60 68 46 1480 64 54 1466 49 46 165
internal_value=0 0.000128133 7.96101e-05 -0.000344022 -0.00449271 -0.00208364 0.000495879 0.000261558 9.645e-05 -5.47324e-05 0.000155834 8.43275e-05 0.00495181 0.000216542
internal_weight=0 3702 3656 1811 174 128 1845 1753 1637 1584 1520 1694 92 1645
internal_count=3754 3702 3656 1811 174 128 1845 1753 1637 1584 1520 1694 92 1645
is_linear=0
shrinkage=0.0995203


Tree=1988
num_leaves=16
num_cat=0
split_feature=30 3 3 17 5 19 9 19 8 8 8 0 26 21 6
split_gain=0.0749425 0.0738756 0.236637 0.0756096 0.181499 0.0994284 0.284558 0.126661 0.122854 0.329185 0.227452 0.0692351 0.0875409 0.0733958 0.111511
threshold=0.084540000000000018 0.17152000000000003 0.15108000000000005 0.51326500000000019 -0.059289999999999995 0.10583000000000002 0.084055000000000032 0.11863000000000003 -0.085764999999999994 -0.085289999999999991 -0.086489999999999997 -0.059114999999999994 -0.084149999999999989 0.087365000000000012 -0.41548999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 8 -7 -8 10 -10 -1 13 -13 14 -2
right_child=11 -3 -4 4 -6 6 7 -9 9 -11 -12 12 -14 -15 -16
leaf_value=-0.00020622958551108248 -0.0011424837656557134 0.0037526288519919133 -0.0068314808095858793 0.0012531741961272001 -0.0056858660078734644 0.0086209808321129292 -0.0021998720591399758 0.0030938209433012801 0.0086361920956113409 0.00053581653197679198 -0.0062223585084222729 -0.0025070078583241452 0.0029033109913414205 -0.00037621848407298314 -0.0079876903743206374
leaf_weight=882 49 61 46 84 67 56 88 91 51 1960 67 53 67 81 46
leaf_count=882 49 61 46 84 67 56 88 91 51 1960 67 53 67 81 46
internal_value=0 0.000319014 0.000257024 0.00035472 -0.00182032 0.000457771 0.00242861 0.000486762 0.000301025 0.000741654 -0.000631835 -0.00133066 0.000506932 -0.00258822 -0.00446562
internal_weight=0 3453 3392 3346 151 3195 235 179 2960 2011 949 296 120 176 95
internal_count=3749 3453 3392 3346 151 3195 235 179 2960 2011 949 296 120 176 95
is_linear=0
shrinkage=0.0995203


Tree=1989
num_leaves=34
num_cat=0
split_feature=30 5 17 17 17 2 5 8 8 8 2 9 9 3 3 6 0 0 3 17 17 4 27 5 2 8 17 8 2 0 9 8 9
split_gain=0.060816 0.0692902 0.184631 0.246376 0.503138 0.397508 0.488434 0.173963 0.963174 0.293542 0.312157 0.295409 0.145924 0.134286 0.183678 0.162768 0.132007 0.287697 0.167271 0.119394 0.576586 0.395737 0.196189 0.18397 0.476707 0.411856 0.151854 0.10193 0.0889715 0.05617 0.0808174 0.0548659 0.0634616
threshold=0.084540000000000018 -0.035924999999999999 -0.0062099999999999994 -0.065004999999999993 -0.084209999999999993 -0.080644999999999994 -0.082635 -0.084044999999999995 -0.080569999999999989 -0.093795000000000003 -0.080165 0.085765000000000022 0.085765000000000022 0.10960500000000002 0.11693000000000002 -0.03764 -0.12236 -0.1525 0.11275500000000002 0.0031350000000000006 -0.0020399999999999997 0.081540000000000015 0.085370000000000015 -0.014374999999999999 -0.082084999999999991 -0.084979999999999986 -0.57205499999999987 -0.082184999999999994 -0.073884999999999992 -0.059114999999999994 -0.081559999999999994 -0.090809999999999988 -0.090699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 -7 9 -9 16 11 -11 -5 15 -15 -10 17 -4 -18 20 22 23 26 25 -25 -21 -3 -28 -26 31 -31 -2 -33
right_child=29 19 7 5 -6 6 -8 8 13 10 -12 -13 -14 14 -16 -17 18 -19 -20 21 -22 -23 -24 24 28 -27 27 -29 -30 30 -32 32 -34
leaf_value=0.0049457845907288573 9.8382156187893152e-05 0.0057109914739757852 0.0026280002815030996 0.005165427889678777 -0.0068469611431070223 0.016740932105987524 0.0032683924762172559 0.011550172533540558 0.00048783364323443188 -0.0058177690283744699 -0.0084041127776034018 0.0037190435039385922 -0.0018225723225260043 0.0063034949037206849 -0.00064773271367849752 -0.0037561479963432701 0.00052361682886722179 -0.0079049417122451764 0.0069602147515171299 -0.010840476723553259 0.011252133701151277 -0.010350743154477355 -0.0048857602165846958 0.0089018389223475356 -0.0043075023571923794 0.00091674286264364739 -0.0010727956821204492 0.00067558514673332322 0.00070246087578789568 -0.0020761866590810595 0.0030874965605599347 -0.0061381539533490476 -0.0014434297913838653
leaf_weight=77 60 48 58 48 67 47 62 79 215 61 91 68 77 64 91 153 141 46 56 47 46 46 79 59 69 79 529 879 71 61 59 53 63
leaf_count=77 60 48 58 48 67 47 62 79 215 61 91 68 77 64 91 153 141 46 56 47 46 46 79 59 69 79 529 879 71 61 59 53 63
internal_value=0 0.000287265 0.00079572 0.00269832 -0.000535433 0.00469182 0.00908517 0.000154578 0.00130754 -0.00117606 -0.00393983 -0.000784267 0.000854272 -0.000238064 0.00221717 -0.00127442 0.000841254 -0.00202293 0.00235747 -0.000103294 0.000273296 -0.00171032 -5.51781e-05 -0.000484853 0.00139631 -0.00346239 0.000206359 1.81192e-05 -0.00176089 -0.00119879 0.000455803 -0.00233157 -0.00359549
internal_weight=0 3453 1501 378 144 234 109 1123 602 521 220 129 125 523 155 368 301 104 197 1952 1581 371 1535 325 199 126 1456 1408 140 296 120 176 116
internal_count=3749 3453 1501 378 144 234 109 1123 602 521 220 129 125 523 155 368 301 104 197 1952 1581 371 1535 325 199 126 1456 1408 140 296 120 176 116
is_linear=0
shrinkage=0.0995203


Tree=1990
num_leaves=28
num_cat=0
split_feature=17 18 19 8 8 5 5 18 5 6 17 3 17 26 0 8 26 6 3 17 17 6 26 26 18 5 26
split_gain=0.059363 0.13012 0.108011 0.0694159 0.18017 0.165193 0.204784 0.195641 0.281126 0.264872 0.205177 0.395872 0.134376 0.297614 0.179798 0.117848 0.109082 0.0919588 0.211111 0.211734 0.13262 0.23458 0.42648 0.150438 0.136356 0.108395 0.0792505
threshold=0.51326500000000019 -0.053034999999999992 0.11896000000000002 -0.087444999999999995 -0.086914999999999992 -0.020485 -0.01554 -0.0097449999999999985 -0.025879999999999997 -0.0065449999999999996 -1.0000000180025095e-35 0.092115000000000016 0.10932500000000002 0.090095000000000022 -0.086474999999999996 -0.088144999999999987 0.12043500000000003 0.085955000000000018 0.08511500000000001 -0.0036050000000000001 -0.092649999999999996 -0.0026549999999999998 0.085855000000000029 -0.081269999999999995 -0.013025 -0.045014999999999993 0.088875000000000023
decision_type=2 2 2 2 2 2 2 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 15 -5 7 -7 8 9 -6 11 -9 14 -14 -8 17 -12 20 -19 25 24 23 -23 -22 -1 -20 -21
right_child=1 2 -4 4 5 6 12 10 -10 -11 16 -13 13 -15 -16 -17 -18 18 19 26 21 22 -24 -25 -26 -27 -28
leaf_value=0.0064703542354524425 -0.0061906307427806104 0.0030843520242486212 -0.0030711293097513415 0.0056386912151113813 -0.0038860892089047391 -0.005177187834355044 -0.0029358428473482451 0.00024975600090874423 0.010696863815242796 0.0057940802978886912 0.00025922516748551414 0.0083427847672069861 0.0091697719459728471 -0.0014560904002897963 0.00021684886001110872 -0.004139159107802064 -0.0037099743354048636 0.0065933120107444267 0.0066604989977799879 -0.0061933954258703624 0.0050203956604447358 -0.0093053577307177365 0.0019682153796684019 -0.00093736193922736976 -0.00067067746647675387 7.9686970490133402e-05 -0.00072958712204504699
leaf_weight=46 46 58 55 66 48 81 215 172 50 67 566 92 48 57 1073 80 78 60 47 48 48 86 54 334 62 53 59
leaf_count=46 46 58 55 66 48 81 215 172 50 67 566 92 48 57 1073 80 78 60 47 48 48 86 54 334 62 53 59
internal_value=0 -0.00172823 8.10768e-05 0.000236434 0.000504178 0.000370806 -0.00031257 0.00131034 0.00446373 0.00174654 0.000736406 0.00307316 -2.91146e-05 0.00339365 -0.00030878 -0.000478812 -0.000220245 -0.000151447 0.00139527 -0.000107455 -0.00080826 -0.00146601 -0.00495113 -0.0001866 0.00236329 0.00318086 -0.00318829
internal_weight=0 159 113 3590 2613 2547 1474 1073 165 115 908 264 1393 105 1288 977 644 897 267 207 630 522 140 382 108 100 107
internal_count=3749 159 113 3590 2613 2547 1474 1073 165 115 908 264 1393 105 1288 977 644 897 267 207 630 522 140 382 108 100 107
is_linear=0
shrinkage=0.0995203


Tree=1991
num_leaves=16
num_cat=0
split_feature=26 2 2 26 0 0 11 8 26 9 5 6 26 26 9
split_gain=0.0515885 0.230599 0.385825 0.232736 0.165917 0.215516 0.11391 0.108506 0.079587 0.0565774 0.195296 0.188361 0.115639 0.124394 0.111683
threshold=0.10812000000000002 -0.083104999999999998 -0.080254999999999993 0.11538500000000003 -0.055729999999999995 -0.068604999999999985 -0.364875 -0.065539999999999987 0.10393000000000002 0.10646500000000002 -0.41880499999999998 -0.040424999999999996 0.099260000000000029 0.097125000000000031 0.10125500000000003
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 -5 9 12 -11 -12 13 14 -8
right_child=1 2 3 4 -6 -7 8 -9 -10 10 11 -13 -14 -15 -16
leaf_value=-0.0040013213914675055 -0.005045642978389075 0.010412193036054583 0.0072724809018147735 0.0027479882506579135 0.004216406543339218 -0.0067329130318128103 0.00015629226188773059 -0.0020372003072057485 -0.0038141731622221252 0.0029223040751018658 -0.0090032975761036201 -0.00049190169505585921 0.0043670539325180195 -0.0042924716928124784 0.0044271772091973435
leaf_weight=69 53 47 48 90 67 57 2816 98 51 59 46 59 66 61 62
leaf_count=69 53 47 48 90 67 57 2816 98 51 59 46 59 66 61 62
internal_value=0 0.00112485 0.00193039 0.000820766 -0.000169183 -0.00137185 -1.16642e-07 0.000249227 8.53693e-05 0.000148385 -0.00165096 -0.0042285 0.000246858 0.000154053 0.000248583
internal_weight=0 460 407 360 312 245 3289 188 3220 3169 164 105 3005 2939 2878
internal_count=3749 460 407 360 312 245 3289 188 3220 3169 164 105 3005 2939 2878
is_linear=0
shrinkage=0.0995203


Tree=1992
num_leaves=24
num_cat=0
split_feature=2 2 6 6 6 26 5 6 6 18 17 6 5 5 21 5 20 26 0 5 5 5 17
split_gain=0.0941544 0.133904 0.112785 0.142224 0.309969 0.267741 0.112394 0.105997 0.111863 0.159234 0.100306 0.0859783 0.0857047 0.172809 0.193119 0.165158 0.224521 0.263884 0.145841 0.117479 0.213553 0.132569 0.129163
threshold=-0.08569499999999998 -0.085089999999999985 0.11642500000000001 0.087765000000000024 0.089810000000000015 0.089880000000000029 -0.000475 0.086275000000000032 0.041585000000000011 0.10361000000000002 -0.087329999999999991 0.08463500000000003 0.18340500000000004 0.26676500000000009 0.090000000000000011 0.40249000000000007 -0.076005000000000003 0.097125000000000031 -0.066735000000000003 0.089620000000000019 0.064585000000000017 0.057175000000000011 -0.15802999999999998
decision_type=2 2 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 6 -6 8 9 10 -1 -10 19 14 -14 -15 18 -18 -17 20 21 22 -3
right_child=1 12 -4 4 5 -7 -8 -9 11 -11 -12 -13 13 15 -16 16 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0025284634864443812 -0.0049988647097425881 -0.0048684182757765234 -0.0036191574627194387 0.010303966618770746 -0.0051995171780770686 0.0074418284437897256 0.0016741212336909659 -0.003341624116966519 0.007092639178316801 -0.0048541079497574245 -0.00018974147762573136 0.00136218695558297 -0.0093472355663238877 0.0037849456480566783 -0.00044683914547166519 -0.0014290039102678258 0.0054340672574075639 -0.0040319059051643971 -0.0091437909668577004 0.004489086247450094 -0.0064019171387578204 0.0050452659623907593 0.00030025582465324015
leaf_weight=241 53 49 48 52 47 47 47 59 49 50 303 56 49 79 48 52 68 51 46 64 48 57 2084
leaf_count=241 53 49 48 52 47 47 47 59 49 50 303 56 49 79 48 52 68 51 46 64 48 57 2084
internal_value=0 -4.48665e-05 0.00108307 0.00132127 0.00373419 0.00130548 -0.00175399 0.000705818 0.00104862 0.000517719 0.00101296 0.0040442 5.22554e-05 -0.00130566 -0.00495136 -0.000108185 -0.00152927 0.00137034 -0.00505859 0.000284435 0.000163829 0.00030811 0.000181135
internal_weight=0 2748 999 951 193 141 94 758 699 594 544 105 2695 393 97 296 217 119 98 2302 2238 2190 2133
internal_count=3747 2748 999 951 193 141 94 758 699 594 544 105 2695 393 97 296 217 119 98 2302 2238 2190 2133
is_linear=0
shrinkage=0.0995203


Tree=1993
num_leaves=21
num_cat=0
split_feature=3 6 17 5 0 4 27 3 0 3 18 20 1 6 6 3 5 5 5 35
split_gain=0.099243 0.179047 0.104388 0.262989 0.162056 0.136885 0.0930147 0.0730509 0.18639 0.072953 0.176068 0.201822 0.247197 0.184517 0.124965 0.255805 0.138183 0.189716 0.129871 0.0726125
threshold=0.083955000000000016 0.087235000000000021 -0.0088649999999999996 -0.14822499999999997 -0.085054999999999992 0.10198500000000002 -0.090764999999999998 0.084550000000000028 -0.086855000000000002 0.11387500000000002 0.15614500000000003 -0.076005000000000003 -0.11064999999999998 -0.067359999999999989 0.097040000000000029 0.11225500000000002 -0.072874999999999981 -0.042209999999999991 -0.14653999999999998 -0.011294999999999999
decision_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 19 -1 -6 -2 8 -8 14 11 13 -13 -11 15 18 -16 -18 -9 -4
right_child=6 -3 3 -5 5 -7 7 9 -10 10 -12 12 -14 -15 16 -17 17 -19 -20 -21
leaf_value=-0.0039440135516772001 0.0039339707558303317 0.0072135653505370134 -0.0026458196689432465 0.0087276631127387646 0.0059237198713023038 -0.0017442081111784602 0.0016137391842758774 -0.0018422692355706187 -0.0062265825276755192 -0.0072435935975417075 0.0049110903056633712 -0.0056656389063219547 0.00065183745710171038 -0.00017103610359296123 -0.006350078568138893 0.0073819405060737116 0.0046952531614515161 -0.0017280444840595203 0.00071623160017197224 0.0021540083200777354
leaf_weight=85 60 51 52 50 46 46 58 220 62 92 49 72 414 61 48 54 55 264 1830 78
leaf_count=85 60 51 52 50 46 46 58 220 62 92 49 72 414 61 48 54 55 264 1830 78
internal_value=0 0.0016954 0.000904794 0.00259341 -0.000807817 0.00208086 5.08425e-05 -1.99624e-05 -0.00243027 7.13383e-05 -0.000834689 -0.00127657 -0.000282401 -0.00442917 0.000323935 0.000619786 -0.00136994 -0.000618013 0.000441261 0.00022778
internal_weight=0 408 357 180 177 92 3339 3279 120 3159 688 639 486 153 2471 2104 367 319 2050 130
internal_count=3747 408 357 180 177 92 3339 3279 120 3159 688 639 486 153 2471 2104 367 319 2050 130
is_linear=0
shrinkage=0.0995203


Tree=1994
num_leaves=17
num_cat=0
split_feature=3 17 3 17 17 8 27 6 4 6 3 3 17 4 18 21
split_gain=0.0804718 0.151847 0.357996 0.0987014 0.131202 0.0799227 0.075423 0.0604451 0.152394 0.18561 0.0960651 0.105477 0.203738 0.185507 0.157949 0.134179
threshold=0.083955000000000016 -0.013885 0.079570000000000016 -0.085229999999999986 -0.15802999999999998 -0.07034 -0.090764999999999998 -0.25061999999999995 0.11689000000000002 -0.45687499999999998 0.16637500000000002 0.11868500000000003 -0.45712999999999998 0.10724500000000002 -0.064960000000000004 -0.091869999999999993
decision_type=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 -10 11 13 -13 15 -14 -9
right_child=6 2 -4 -5 -6 -7 7 10 9 -11 -12 12 14 -15 -16 -17
leaf_value=-0.002663056969055022 0.0035424611914285403 0.0023591746852151003 0.0088867364621153192 -0.0038738597568314902 0.0037505335248366072 -0.0024063507613896139 -0.0062140427707374655 0.0044311938846819622 0.0040017603667328767 -0.0038268251201977609 0.003898694804562832 -0.0072174252993275033 0.0035754872402761029 0.0051534950505882282 -0.0019786514015098225 -4.7320947504385607e-05
leaf_weight=55 60 85 75 60 74 59 54 68 61 59 64 55 68 73 199 2578
leaf_count=55 60 85 75 60 74 59 54 68 61 59 64 55 68 73 199 2578
internal_value=0 0.00152667 0.00331078 -0.000536298 0.00100971 0.000400948 4.57583e-05 -1.79757e-05 -0.00182318 0.000145884 8.2922e-05 2.34712e-06 -0.00170055 0.000204315 -0.000561048 6.74639e-05
internal_weight=0 408 219 189 129 144 3339 3279 174 120 3105 3041 322 2719 267 2646
internal_count=3747 408 219 189 129 144 3339 3279 174 120 3105 3041 322 2719 267 2646
is_linear=0
shrinkage=0.0995203


Tree=1995
num_leaves=24
num_cat=0
split_feature=2 3 18 3 2 26 6 6 9 3 2 1 0 2 6 2 17 1 2 26 2 2 3
split_gain=0.074239 0.115855 0.434137 0.291747 0.247887 0.153358 0.385793 0.282328 0.192178 0.121832 0.111475 0.091586 0.276636 0.289609 0.153459 0.45967 0.186591 0.152531 0.161436 0.0898165 0.0892265 0.0986541 0.0843825
threshold=-0.08569499999999998 0.083955000000000016 -0.010395 0.084505000000000011 -0.086169999999999983 0.089725000000000013 0.089810000000000015 0.085845000000000019 0.09202500000000001 0.089485000000000023 -0.085089999999999985 -0.081594999999999987 -0.087184999999999999 -0.083974999999999994 0.091180000000000025 -0.077714999999999992 -0.0090649999999999984 -0.080689999999999998 -0.084154999999999994 0.094455000000000025 -0.08342999999999999 -0.082830000000000001 0.079570000000000016
decision_type=2 2 2 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 7 -5 19 -8 -2 12 -12 -14 16 -16 -15 -13 -19 -7 -20 -22 -4
right_child=10 3 22 4 -6 8 9 -9 -10 -11 11 17 13 14 15 -17 -18 18 20 -21 21 -23 -24
leaf_value=0.0090475832228523404 -0.0046001907429688094 -0.006942412990773369 0.0018716164027184172 -4.6834642945347513e-07 0.007906102318700977 0.0091110010957446402 -0.0098126370643232506 0.0076262883361473592 -0.0015965195996802105 -0.0025391665761935901 0.0046137180765627251 0.0049481295434829807 -0.008828068463491311 0.001921908449928878 -0.011654943981395964 0.001262234240201177 -0.0028399560112349707 0.0051995767603858576 -0.0043301242447125856 0.0028908103154623183 0.0045602721206858569 -7.8063317245570466e-06 -0.0038204244478464871
leaf_weight=74 53 50 52 436 47 47 46 54 50 46 73 68 54 197 48 63 139 61 46 46 48 1898 51
leaf_count=74 53 50 52 436 47 47 46 54 50 46 73 68 54 197 48 63 139 61 46 46 48 1898 51
internal_value=0 0.000921374 0.00323166 0.000422907 0.000900997 0.000445743 -0.000270423 0.000838361 0.00336621 -0.0061848 -8.02121e-05 8.37437e-06 -0.00110653 -0.00194166 -0.00110791 -0.0043162 -4.55933e-05 0.000310485 0.000156477 0.00604315 1.63338e-06 0.000104449 -0.000938825
internal_weight=0 999 177 822 772 725 582 490 143 92 2748 2695 574 501 447 111 336 2121 2053 93 1992 1946 103
internal_count=3747 999 177 822 772 725 582 490 143 92 2748 2695 574 501 447 111 336 2121 2053 93 1992 1946 103
is_linear=0
shrinkage=0.0995203


Tree=1996
num_leaves=17
num_cat=0
split_feature=0 4 5 3 26 18 0 18 3 0 0 5 0 6 5 6
split_gain=0.148064 0.281723 0.116295 0.0737356 0.177799 0.147122 0.150848 0.176601 0.124913 0.0892657 0.29561 0.169983 0.450007 0.157795 0.140531 0.0524051
threshold=0.12433000000000002 0.10098000000000003 0.63223000000000018 0.11926500000000002 -0.019129999999999998 0.10492000000000003 -0.12236 -0.025079999999999998 0.11741000000000003 -0.085349999999999995 -0.085754999999999984 -0.039649999999999998 -0.082794999999999994 0.087515000000000023 -0.0033300000000000001 -0.072219999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 15 6 -6 -8 9 10 13 12 -11 -1 -13 -5
right_child=1 -3 -4 4 5 -7 7 -9 -10 11 -12 14 -14 -15 -16 -17
leaf_value=-0.00036387793916912 -0.00029190867013708738 0.0092154529012385741 -0.0047900609104266417 5.6624715802812862e-05 -3.8767557448624433e-06 -0.0017349288076200942 0.0015873883876283757 0.0078824589911555328 -0.0051582935610385407 -0.009187587920931474 0.0076754746917190499 0.0014340439699916754 -0.00092244557370540733 0.0025616933451953704 -0.00088004737682866215 -0.003665567840816065
leaf_weight=1151 83 49 53 74 87 70 81 98 51 78 53 411 401 217 707 75
leaf_count=1151 83 49 53 74 87 70 81 98 51 78 53 411 401 217 707 75
internal_value=0 0.00323114 -0.000162324 -9.30815e-05 0.00104687 0.00231684 0.00338617 0.00503843 -0.000273497 -0.000190679 0.000382734 -0.000701411 -0.00227004 9.95946e-05 -2.86071e-05 -0.00181147
internal_weight=0 132 3607 3554 485 336 266 179 3069 3018 1421 1597 479 1368 1118 149
internal_count=3739 132 3607 3554 485 336 266 179 3069 3018 1421 1597 479 1368 1118 149
is_linear=0
shrinkage=0.0995203


Tree=1997
num_leaves=14
num_cat=0
split_feature=9 5 17 4 5 7 4 6 6 9 9 6 6
split_gain=0.133625 0.189214 0.0890978 0.252598 0.0827501 0.0908076 0.0775728 0.15598 0.206928 0.164125 0.114296 0.343711 0.0843021
threshold=-0.22988499999999998 -0.25464999999999999 -0.55286000000000002 0.08167000000000002 0.51935500000000012 0.093110000000000012 0.077430000000000013 0.041585000000000011 0.097935000000000022 1.0000000180025095e-35 0.084290000000000018 0.087575000000000028 -0.049814999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 10 9 -9 -8 11 -4 -12
right_child=2 -3 4 -5 -6 -7 7 8 -10 -11 12 -13 -14
leaf_value=-0.00073304102431977181 -0.0028305809136945853 0.0081362008898984619 0.0003553273592909973 0.0059018525612477618 -0.0039600253069650409 0.0034313758448066083 0.0002481383055201746 -0.009552340312124619 -0.00078071001141734406 -0.0032048447976355384 0.00065237965071844031 0.0084518873514238743 -0.0006960552604714542
leaf_weight=48 55 47 351 81 58 68 592 47 62 177 680 61 1412
leaf_count=48 55 47 351 81 58 68 592 47 62 177 680 61 1412
internal_value=0 0.00364628 -0.000134416 0.00236433 -0.000231522 -0.000168603 -0.000241228 -0.00104618 -0.00457049 -0.000545567 4.06918e-05 0.00155608 -0.000257358
internal_weight=0 95 3644 136 3508 3450 3382 878 109 769 2504 412 2092
internal_count=3739 95 3644 136 3508 3450 3382 878 109 769 2504 412 2092
is_linear=0
shrinkage=0.0995203


Tree=1998
num_leaves=12
num_cat=0
split_feature=0 4 5 2 6 20 8 8 17 20 21
split_gain=0.112195 0.211164 0.0894304 0.0624979 0.0586305 0.141815 0.115846 0.376961 0.19969 0.10018 0.0713259
threshold=0.12433000000000002 0.10098000000000003 0.63223000000000018 0.50951500000000005 0.11413500000000003 -0.15398499999999998 -0.081864999999999993 -0.076924999999999993 0.16421000000000005 -0.14091999999999996 -0.091104999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -6 -8 -9 -7 -11
right_child=1 -3 -4 -5 6 9 7 8 -10 10 -12
leaf_value=0.0048663572602950208 -0.00023368656538152554 0.0079961576609709605 -0.0041970211272354006 0.0033800958724108671 0.0024542971976011757 -0.0036691641869652622 -0.0093661503537254033 -0.002320272218413715 0.0054778996732019018 -0.0038591491272066034 4.7478546921605506e-05
leaf_weight=58 83 49 53 51 57 76 59 111 46 47 3049
leaf_count=58 83 49 53 51 57 76 59 111 46 47 3049
internal_value=0 0.00281513 -0.000138824 -7.8075e-05 -0.000128656 -1.00332e-05 -0.00152914 -0.00258412 -3.02424e-05 -9.94561e-05 -1.15631e-05
internal_weight=0 132 3607 3554 3503 3230 273 216 157 3172 3096
internal_count=3739 132 3607 3554 3503 3230 273 216 157 3172 3096
is_linear=0
shrinkage=0.0995203


Tree=1999
num_leaves=11
num_cat=0
split_feature=9 5 0 5 11 0 17 1 11 1
split_gain=0.0940315 0.150835 0.0714809 0.183978 0.0897567 0.0838186 0.188663 0.147716 0.0641428 0.0636835
threshold=-0.22988499999999998 -0.25464999999999999 0.12433000000000002 0.22078000000000006 -0.16980999999999999 0.042275000000000014 -0.15802999999999998 -0.37983499999999998 -0.089004999999999987 -0.15796999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 7 -7 -6 -9 -10
right_child=2 -3 3 -5 5 6 -8 8 9 -11
leaf_value=-0.00084899011255037678 -0.0039800263420339058 0.0070691797405592165 -0.0010137247796140724 0.0066819458817394348 0.0051841338206784918 -0.0067954012948866155 0.00059505896957334021 0.0034981511108492756 -0.0034637283364939591 -0.00010662867924526642
leaf_weight=48 61 47 73 53 53 59 81 48 57 3159
leaf_count=48 61 47 73 53 53 59 81 48 57 3159
internal_value=0 0.0030598 -0.000111683 0.00221685 -0.000195314 -0.000128294 -0.00251365 -2.73691e-05 -0.000112243 -0.000166384
internal_weight=0 95 3644 126 3518 3457 140 3317 3264 3216
internal_count=3739 95 3644 126 3518 3457 140 3317 3264 3216
is_linear=0
shrinkage=0.0995203


Tree=2000
num_leaves=15
num_cat=0
split_feature=6 9 9 5 0 5 20 20 20 2 2 6 0 24
split_gain=0.0760525 0.110664 0.106323 0.226607 0.246547 0.107759 0.0720827 0.0775845 0.148554 0.0803427 0.139593 0.098206 0.0500102 0.042852
threshold=-0.14889499999999997 -0.20504500000000001 0.11351500000000002 -0.4345 -0.08892499999999999 -0.52786999999999995 0.16383500000000004 0.10634000000000003 0.059705000000000015 -0.083769999999999997 -0.084154999999999994 -0.11796999999999999 -0.12469 -0.067319999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 12 -1 7 8 9 10 -3 -11 -5 -7
right_child=1 6 -4 4 -6 13 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=0.0034159710812948392 -0.0052415286292633485 -0.0006979753122686829 -0.0028974499942978657 0.0032917417089669831 0.0090326054803637514 0.00028717638437093535 -0.0041144980346600329 0.0031898307811681014 -0.0055615061114307621 -0.0043270060635550375 -0.0062460576155923056 0.000227942469478074 -0.0011840803934859148 -0.0033799618163428777
leaf_weight=47 46 1039 58 53 67 48 49 63 53 48 47 1993 46 90
leaf_count=47 46 1039 58 53 67 48 49 63 53 48 47 1993 46 90
internal_value=0 -0.000392794 0.00104466 0.0016984 0.00436855 -0.000693104 -0.000324793 -0.00026728 -0.000336027 -0.000247198 -0.00093884 0.000120419 0.0012038 -0.0020985
internal_weight=0 3338 409 351 166 185 3292 3243 3180 3127 1086 2041 99 138
internal_count=3747 3338 409 351 166 185 3292 3243 3180 3127 1086 2041 99 138
is_linear=0
shrinkage=0.0995203


Tree=2001
num_leaves=10
num_cat=0
split_feature=3 11 8 8 10 26 30 23 2
split_gain=0.0902033 0.277763 0.0803453 0.145967 0.073117 0.0855644 0.0843135 0.0937923 0.0988531
threshold=0.17152000000000003 -0.40069499999999997 -0.42441999999999996 -0.52813999999999994 0.091445000000000026 -0.2382 0.10801000000000002 -0.046924999999999994 -0.15327499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 7 -7 -9
right_child=1 -3 4 -5 -6 6 -8 8 -10
leaf_value=0.0011155262297796189 -0.0030115498834761317 0.007417034311495636 -0.0036879725768181808 -0.0056628345357290595 0.0030504226626556275 -0.0044905292777856314 0.0040344309402591148 -0.002490172164209496 -5.8780741416409661e-05
leaf_weight=55 46 56 71 73 67 51 46 175 3107
leaf_count=55 46 56 71 73 67 51 46 175 3107
internal_value=0 0.00270592 -0.000294147 -0.00274386 -0.000204757 -0.000268211 -0.000196112 -0.000254745 -0.000188675
internal_weight=0 102 3645 128 3517 3450 3379 3333 3282
internal_count=3747 102 3645 128 3517 3450 3379 3333 3282
is_linear=0
shrinkage=0.0995203


Tree=2002
num_leaves=14
num_cat=0
split_feature=3 11 3 31 3 26 1 6 21 9 1 20 1
split_gain=0.0731037 0.225268 0.0643074 0.0657675 0.0627505 0.281694 0.1571 0.156585 0.131122 0.0772628 0.0768869 0.213415 0.142597
threshold=0.17152000000000003 -0.40069499999999997 0.15108000000000005 1.0000000180025095e-35 0.083875000000000019 0.087045000000000025 0.039665000000000013 -0.45687499999999998 0.083545000000000022 -0.094329999999999997 -0.0088199999999999997 -0.095634999999999998 -0.0101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 8 -8 -1 -6 12 -12 -11
right_child=1 -3 -4 -5 9 -7 7 -9 -10 10 11 -13 -14
leaf_value=-0.0033753953972582578 -0.002711840120735508 0.0066788894630408204 -0.0035531314808095252 -0.0037257387142461316 0.0029480792505875266 -0.0067428595182381116 -0.00098276510144538315 0.0064960673251534722 0.0020565123008272185 0.0001399821500264741 0.0034905995773589346 -0.0012031277047539017 0.0053746917382752534
leaf_weight=140 46 56 58 52 85 77 52 59 64 1894 106 1005 53
leaf_count=140 46 56 58 52 85 77 52 59 64 1894 106 1005 53
internal_value=0 0.00243583 -0.000264896 -0.000211498 -0.000159572 -0.00134687 -2.52557e-05 0.0029851 -0.00166725 -1.12291e-05 -9.37537e-05 -0.000754564 0.000282899
internal_weight=0 102 3645 3587 3535 392 315 111 204 3143 3058 1111 1947
internal_count=3747 102 3645 3587 3535 392 315 111 204 3143 3058 1111 1947
is_linear=0
shrinkage=0.0995203


Tree=2003
num_leaves=12
num_cat=0
split_feature=1 9 9 26 8 36 30 8 21 8 17
split_gain=0.0704884 0.158836 0.0923513 0.0693024 0.119007 0.0598912 0.0864592 0.0639777 0.155193 0.116628 0.0640343
threshold=0.42491000000000007 -0.093949999999999992 -0.16268999999999997 -0.054024999999999997 -0.057284999999999996 0.086430000000000021 0.089455000000000021 0.10528000000000003 0.090095000000000022 0.095985000000000015 -0.46159
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 7 9 -9 10 -4
right_child=1 3 5 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.003945543306775985 0.0062284081276434847 0.0023652204889361684 0.0010848311445519597 -0.0053716094129652682 0.0012796185740060458 -0.0033313158047462211 0.0031821911889833455 0.004792291679317739 -0.0017128220659745244 -0.0046033105158095767 -0.00039734822653275052
leaf_weight=67 54 78 322 46 63 60 75 79 67 62 2774
leaf_count=67 54 78 322 46 63 60 75 79 67 62 2774
internal_value=0 0.0014737 -0.000285478 9.63051e-05 -0.00151981 -0.000213933 -0.000158336 -0.000234413 0.00180146 -0.000328795 -0.000242929
internal_weight=0 241 3506 187 109 3439 3379 3304 146 3158 3096
internal_count=3747 241 3506 187 109 3439 3379 3304 146 3158 3096
is_linear=0
shrinkage=0.0995203


Tree=2004
num_leaves=17
num_cat=0
split_feature=19 27 8 0 9 9 7 1 8 36 0 8 3 8 3 9
split_gain=0.0653116 0.0710819 0.139519 0.203077 0.0983547 0.126192 0.0956022 0.0908347 0.089206 0.0663851 0.117004 0.300166 0.138911 0.260501 0.108728 0.043975
threshold=0.14071500000000006 0.07692000000000003 -0.071344999999999992 -0.038659999999999993 -0.0098899999999999995 0.082335000000000019 0.078295000000000017 0.40780000000000011 -0.091134999999999994 0.088530000000000025 0.11291000000000002 0.093085000000000015 0.14530500000000005 -0.26194999999999996 0.082130000000000022 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 8 -6 9 -7 -3 10 12 -12 14 -14 -1 -13
right_child=-2 2 -4 -5 5 7 -8 -9 -10 -11 11 15 13 -15 -16 -17
leaf_value=0.0029257082851504492 0.0036456314648656164 0.0022699912737407747 -0.0027132988897610047 0.0080496996348952011 0.0069634320808600759 -0.0018712162782362489 -0.0036169400400976625 0.0040694057840949156 -0.0029278938198013032 0.0034016570550365038 -0.0087298944075238725 0.0026864746815293068 -0.00085440522735556344 0.0089589886986717483 -0.00036599058593444334 -0.0016609823460428008
leaf_weight=103 46 53 77 47 48 57 83 46 85 50 56 46 62 47 2802 46
leaf_count=103 46 53 77 47 48 57 83 46 85 50 56 46 62 47 2802 46
internal_value=0 -0.00012714 0.00110322 0.00198027 0.00099037 0.00274688 -0.000281603 0.00077393 -0.000925672 -0.000195161 -0.000252296 -0.00298447 -0.000117863 0.00336955 -0.000248998 0.000503848
internal_weight=0 3708 413 336 289 151 3295 103 138 3212 3162 148 3014 109 2905 92
internal_count=3754 3708 413 336 289 151 3295 103 138 3212 3162 148 3014 109 2905 92
is_linear=0
shrinkage=0.0995203


Tree=2005
num_leaves=13
num_cat=0
split_feature=39 26 6 6 0 2 21 1 0 0 2 5
split_gain=0.056744 0.0583214 0.0514089 0.171327 0.138337 0.126477 0.0834604 0.0863421 0.154314 0.193111 0.125621 0.0834527
threshold=1.0000000180025095e-35 -0.43370499999999995 -0.0048649999999999995 -0.0087049999999999992 0.019150000000000004 0.41061500000000012 -0.067244999999999985 0.036605000000000013 -0.088484999999999994 -0.087184999999999999 -0.098809999999999995 0.40898000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 11 -4 8 10 -10 -8 -3
right_child=-2 2 6 -5 -6 -7 7 -9 9 -11 -12 -13
leaf_value=0.003218325900320433 0.0029126370055925208 -0.00028262260290902517 -0.0034811205253340708 0.0045948169352767465 -0.0052756630059705694 0.0049271289618996496 0.00068067445233118947 0.002723344054213637 0.0052773434766350954 -0.00044159197833954276 -0.0049453649581586781 0.0018744023513263626
leaf_weight=51 62 1422 91 84 48 53 56 84 61 1409 130 203
leaf_count=51 62 1422 91 84 48 53 56 84 61 1409 130 203
internal_value=0 -0.000122971 -0.000169998 0.000205793 -7.33544e-06 0.00014288 -0.000541926 -0.000387739 -0.000546042 -0.000203719 -0.0032471 -1.26566e-05
internal_weight=0 3692 3641 1810 1726 1678 1831 1740 1656 1470 186 1625
internal_count=3754 3692 3641 1810 1726 1678 1831 1740 1656 1470 186 1625
is_linear=0
shrinkage=0.0995203


Tree=2006
num_leaves=14
num_cat=0
split_feature=19 27 8 0 0 0 4 2 7 23 6 3 3
split_gain=0.0523381 0.0568473 0.110236 0.171822 0.0857843 0.1414 0.120153 0.117893 0.0751317 0.0811132 0.15505 0.173376 0.212859
threshold=0.14071500000000006 0.07692000000000003 -0.071344999999999992 -0.038659999999999993 -0.074504999999999988 -0.14731999999999998 0.098220000000000016 -0.032624999999999994 0.078295000000000017 -1.0000000180025095e-35 -0.25061999999999995 0.14530500000000005 0.13345500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 -3 -7 9 -1 -11 12 -12
right_child=-2 2 -4 -5 -6 7 -8 -9 -10 10 11 -13 -14
leaf_value=0.0033105999149343514 0.00327042596339004 0.0026939255626831004 -0.0023985678471742369 0.0073560203000994778 -0.0022533321000178068 0.00099925310804522389 -0.0039795673935018568 0.0073912403245852938 -0.0032018807612713544 -0.0044334854536895035 -0.00013743478554619824 0.0042547418368697925 -0.0064438189985080579
leaf_weight=65 46 51 77 47 67 57 56 58 83 85 2921 87 54
leaf_count=65 46 51 77 47 67 57 56 58 83 85 2921 87 54
internal_value=0 -0.000106907 0.000993352 0.0017731 0.000862321 0.00180632 -0.000791093 0.00423016 -0.000245063 -0.000168402 -0.00024052 -0.000123857 -0.000252179
internal_weight=0 3708 413 336 289 222 107 115 3295 3212 3147 3062 2975
internal_count=3754 3708 413 336 289 222 107 115 3295 3212 3147 3062 2975
is_linear=0
shrinkage=0.0995203


Tree=2007
num_leaves=18
num_cat=0
split_feature=6 6 26 3 3 26 21 19 17 21 1 0 2 8 2 1 2
split_gain=0.0464451 0.143197 0.0745622 0.192966 0.16512 0.149321 0.120343 0.126477 0.257344 0.126671 0.171561 0.0647178 0.0732195 0.0657404 0.0711707 0.124671 0.115972
threshold=-0.0048649999999999995 -0.0072949999999999994 0.11699500000000003 0.093715000000000021 0.11926500000000002 0.11081000000000002 0.09266000000000002 0.078135000000000024 -0.15122999999999998 -0.067244999999999985 -0.050379999999999994 0.019150000000000004 0.41061500000000012 -0.409445 0.10674000000000002 0.40780000000000011 0.0066850000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 5 -4 -5 6 7 9 -9 -2 -11 12 13 -1 16 -16 -15
right_child=2 -3 3 4 -6 -7 -8 8 -10 10 -12 -13 -14 14 15 -17 -18
leaf_value=-0.0034251668607803735 -0.0044952881406604426 0.0057720909259133726 0.006915739494266878 -0.0033090414276775453 0.0039973856793224785 -0.0050219460646684002 -0.0045799050436847464 0.0081721580461369438 -0.0016323350891729814 -0.00062578800378058604 0.0032157124245964903 -0.0033806542510824945 0.0036671445879317677 0.00029569174389713145 0.005959254742879702 -0.00027970903219106779 -0.0029486875569475417
leaf_weight=50 74 46 48 79 50 73 66 51 55 1230 127 50 60 1449 57 71 118
leaf_count=50 74 46 48 79 50 73 66 51 55 1230 127 50 60 1449 57 71 118
internal_value=0 0.000286568 -0.000413523 0.00152774 -0.000470747 -0.000619025 -0.000418007 -0.000238759 0.0030772 -0.000484958 -0.000265663 0.000150097 0.000248356 0.000130335 0.0002357 0.00249219 5.08573e-05
internal_weight=0 1901 1853 177 129 1676 1603 1537 106 1431 1357 1855 1805 1745 1695 128 1567
internal_count=3754 1901 1853 177 129 1676 1603 1537 106 1431 1357 1855 1805 1745 1695 128 1567
is_linear=0
shrinkage=0.0995203


Tree=2008
num_leaves=28
num_cat=0
split_feature=0 0 1 4 3 3 1 1 6 21 21 3 5 1 4 29 8 0 8 8 26 1 17 3 2 2 1
split_gain=0.0656783 0.117393 0.111151 0.248488 0.371238 0.293922 0.171159 0.122222 0.198727 0.157304 0.14335 0.433874 0.432386 0.177781 0.130479 0.103287 0.0958908 0.422664 0.210245 0.204285 0.154971 0.291546 0.179602 0.0912838 0.0854853 0.468547 0.185827
threshold=-0.089674999999999991 -0.088784999999999989 -0.0072799999999999991 0.088720000000000021 0.10850000000000003 0.088745000000000032 -0.018369999999999997 -0.000195 -0.093155000000000002 -0.084759999999999988 0.089665000000000022 0.091295000000000029 -0.14653999999999998 0.054560000000000004 0.076855000000000021 -0.090694999999999998 -0.081055000000000002 -0.08269 -0.012329999999999999 -0.081534999999999982 0.090170000000000014 -0.043804999999999997 -0.00067499999999999993 0.083595000000000017 -0.082954999999999987 -0.082084999999999991 -0.50597999999999999
decision_type=2 2 2 2 2 2 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 -5 6 23 8 -4 -9 12 -12 14 -13 -11 -3 19 18 -18 20 22 -22 -17 -1 26 -26 -19
right_child=1 15 7 4 -6 -7 -8 9 -10 10 11 13 -14 -15 -16 16 17 24 -20 -21 21 -23 -24 -25 25 -27 -28
leaf_value=-0.002856305332944448 -0.0052212856784267774 -0.0047735055489428972 -0.0072034180299314146 0.012844707093821697 0.00025031814581487002 -0.0047728734793467467 0.0065878180054822523 -0.0045179368373564899 0.0013365605823088414 0.0048459265381337949 -0.008349439822887425 0.0052552910532035505 0.0089004372315050623 -0.00044317462970840159 -0.0010104064889384702 -0.0021869783470439218 0.0093582789376770517 0.0046640540569975013 0.00082663986247182865 -0.0070337918528533818 0.0037807660511138268 -0.0047883358678685074 0.0010037159977190617 0.0025563214370901066 0.0098412177074956256 -9.5419241864725976e-05 -0.0018762838160522796
leaf_weight=51 47 48 57 46 47 75 68 58 51 48 58 75 77 195 175 544 74 48 47 50 171 51 257 78 50 781 411
leaf_count=51 47 48 57 46 47 75 68 58 51 48 58 75 77 195 175 544 74 48 47 50 171 51 257 78 50 781 411
internal_value=0 -0.00029238 0.00060954 0.00204704 0.00648861 0.000525401 0.00254667 -5.02435e-05 -0.00316307 0.00043863 0.000897705 -0.000538231 0.00247039 0.0011367 0.000246479 -0.000200564 -0.000111869 0.000426963 0.0060511 -0.000821198 -0.000516752 0.0018085 -0.00116223 0.0004101 -9.99383e-05 0.000501468 -0.00119054
internal_weight=0 2579 1159 365 93 272 197 794 108 686 628 328 300 270 223 2532 2484 1411 121 1073 1023 222 801 129 1290 831 459
internal_count=3738 2579 1159 365 93 272 197 794 108 686 628 328 300 270 223 2532 2484 1411 121 1073 1023 222 801 129 1290 831 459
is_linear=0
shrinkage=0.0995203


Tree=2009
num_leaves=18
num_cat=0
split_feature=20 20 3 17 30 1 20 5 2 6 1 3 4 3 2 21 2
split_gain=0.0497232 0.177047 0.640924 0.10213 0.098616 0.0949678 0.179988 0.174689 0.141829 0.235762 0.106585 0.0915466 0.0808794 0.162647 0.36138 0.113043 0.123887
threshold=-0.0078249999999999986 -0.014955 0.089165000000000022 -0.53166999999999998 0.10000000000000002 0.41291000000000005 -0.053499999999999999 -0.041054999999999994 0.09556000000000002 -0.023004999999999998 -0.0088199999999999997 0.099950000000000025 0.13962500000000003 0.13977500000000004 0.14153500000000005 -0.026109999999999998 0.11392500000000001
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 12 6 8 -8 10 -10 -5 -1 13 14 15 -2 -17
right_child=4 2 -4 5 -6 -7 7 -9 9 -11 -12 -13 -14 -15 -16 16 -18
leaf_value=0.0061754865974625464 -0.0049342829750104022 -0.0018199938705047024 0.013154276117912804 0.0011608823118036862 -0.0036704137200176661 0.0042980724510539442 -0.0072756679658926519 0.00064979425783413521 0.0073000950197828962 -0.0016022361706680645 -0.0010596160595849823 0.00032489599041458624 0.0031045543005343286 -0.004870361749293158 0.0073610176152330252 -0.00010179198515538224 -0.0051714045257221248
leaf_weight=50 52 71 47 322 83 46 68 46 66 53 638 57 72 74 62 1882 49
leaf_count=50 52 71 47 322 83 46 68 46 66 53 638 57 72 74 62 1882 49
internal_value=0 0.000440899 0.0041374 0.000116229 -0.000302696 -0.000137893 -0.000309622 -0.00407049 8.6968e-05 0.00332831 -0.000313971 0.00306647 -0.000174746 -0.000286557 -0.000120288 -0.00035461 -0.00023086
internal_weight=0 1464 118 1346 2274 1239 1193 114 1079 119 960 107 2191 2119 2045 1983 1931
internal_count=3738 1464 118 1346 2274 1239 1193 114 1079 119 960 107 2191 2119 2045 1983 1931
is_linear=0
shrinkage=0.0995203


Tree=2010
num_leaves=15
num_cat=0
split_feature=0 0 21 21 21 0 3 0 26 0 0 0 18 0
split_gain=0.0616144 0.121347 0.115996 0.119145 0.240489 0.116603 0.112656 0.0995314 0.590393 0.140477 0.082064 0.184958 0.127769 0.0746068
threshold=-0.086304999999999993 -0.085684999999999997 -0.085574999999999998 -0.032929999999999994 -0.014264999999999998 -0.084665000000000004 0.18676500000000004 -0.087394999999999987 0.086515000000000022 -0.088174999999999989 -0.08892499999999999 -0.089965000000000003 -0.10212999999999998 -0.091935000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 9 -9 10 11 12 -1 -14
right_child=1 2 3 4 5 6 -8 8 -10 -11 -12 -13 13 -15
leaf_value=0.0043705935642646514 -0.0039384778399685887 0.0038872901923337846 -0.004480571679756554 0.0057253516016916063 -0.003861112384737389 -7.0510706601163107e-05 -0.0043848861834275173 0.011981752741710025 -0.0021665501818493443 -0.0036978801629210189 0.0037924293330846223 -0.0058093626236515074 7.8399692337161409e-06 0.0029308960832934751
leaf_weight=81 89 67 66 66 91 1824 62 47 77 84 71 47 971 95
leaf_count=81 89 67 66 66 91 1824 62 47 77 84 71 47 971 95
internal_value=0 -0.000336156 -0.000188442 -0.000318311 -0.000183447 -0.00038112 -0.000212775 0.000490702 0.00318951 0.00024202 0.000504289 0.000308077 0.000559462 0.000269106
internal_weight=0 2265 2176 2109 2043 1977 1886 1473 124 1349 1265 1194 1147 1066
internal_count=3738 2265 2176 2109 2043 1977 1886 1473 124 1349 1265 1194 1147 1066
is_linear=0
shrinkage=0.0995203


Tree=2011
num_leaves=25
num_cat=0
split_feature=0 0 11 9 21 8 3 8 5 0 26 26 0 17 5 26 26 21 20 21 3 3 3 2
split_gain=0.0499781 0.0983889 0.0973268 0.147876 0.127103 0.148754 0.291167 0.129824 0.112593 0.0848291 0.481711 0.507019 0.202391 0.0676448 0.259341 0.120226 0.223261 0.182789 0.287926 0.200291 0.110871 0.173511 0.159481 0.0630953
threshold=-0.086304999999999993 -0.085684999999999997 -0.08577499999999999 -0.10165 -0.085574999999999998 -0.086589999999999986 0.10089500000000003 -0.085289999999999991 -0.035924999999999999 -0.087614999999999985 0.086130000000000026 0.088435000000000027 -0.088174999999999989 0.016900000000000005 -0.096354999999999996 0.089075000000000029 0.098185000000000022 0.089665000000000022 -0.086734999999999993 0.092595000000000025 0.091475000000000015 0.086850000000000024 0.10377500000000002 -0.069969999999999991
decision_type=2 2 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 8 -4 -5 6 -6 -7 -3 12 -11 -12 13 15 20 17 -17 18 -1 -19 21 -15 -22 -18
right_child=1 2 3 4 5 7 -8 -9 -10 10 11 -13 -14 14 -16 16 23 19 -20 -21 22 -23 -24 -25
leaf_value=-0.0023915844074612084 -0.0035465197287308202 -0.0067447071492412461 0.0050259643296053907 0.0043521678850517997 -0.0045965812084698982 0.0047984998461200364 0.0028092976006066873 -0.00011700394749367508 -0.00022514162482929152 0.011031366141849488 -0.0087370902960821097 0.0053367351870406499 -0.0055085125245056743 0.0015141452788781874 -0.0059531108388384164 -0.0061824106150736094 0.0041099817326649708 -0.0059567318350068014 0.0038360299203564464 0.00072700180474492783 0.006104020391043458 -0.0064414054215687381 -0.00017905721771334187 -0.0010645834631772602
leaf_weight=91 89 47 56 60 187 55 73 1638 60 47 47 55 59 66 74 63 46 55 380 230 66 46 101 47
leaf_count=91 89 47 56 60 187 55 73 1638 60 47 47 55 59 66 74 63 46 55 380 230 66 46 101 47
internal_value=0 -0.000302774 -0.000169726 -1.79683e-05 -0.000158693 -0.000297695 -0.00251409 4.22012e-05 -0.00309653 0.000441922 0.00269364 -0.00114024 0.000187901 0.000454231 -0.000714224 0.000907392 -0.00160557 0.00142702 0.00263108 -0.00055997 0.000672369 -0.00174601 0.00229917 0.00148608
internal_weight=0 2265 2176 2069 2013 1953 260 1693 107 1473 149 102 1324 1265 353 912 156 756 471 285 279 112 167 93
internal_count=3738 2265 2176 2069 2013 1953 260 1693 107 1473 149 102 1324 1265 353 912 156 756 471 285 279 112 167 93
is_linear=0
shrinkage=0.0995203


Tree=2012
num_leaves=15
num_cat=0
split_feature=20 20 27 20 1 1 17 20 1 18 18 0 5 18
split_gain=0.0919411 0.116588 0.0749027 0.0795544 0.0621916 0.152359 0.136919 0.15396 0.140778 0.0960827 0.304651 0.290646 0.400607 0.145454
threshold=-0.23598 -0.41270499999999993 -0.086859999999999993 0.16248000000000004 -0.064534999999999995 -0.050379999999999994 0.32384000000000007 -0.049389999999999996 -0.016029999999999999 -0.093649999999999997 -0.090254999999999988 -0.078479999999999994 0.27139000000000008 -0.085454999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 9 -6 8 -8 -7 11 -11 -4 -13 -12
right_child=2 -3 3 -5 5 6 7 -9 -10 10 13 12 -14 -15
leaf_value=0.00047160523282645792 -0.0031859361467137946 -0.0062545830415526183 0.0071829144462014355 -0.0029775979230979945 -0.0045137697387320702 -0.002616102669099566 -5.0099305977824237e-05 0.0057945397622619138 -1.3234613041949834e-05 -0.0061567735423644571 0.0043986901790262888 -0.0059464043700810888 0.0045880357278724557 0.00028729641309270775
leaf_weight=48 74 54 82 86 81 240 102 79 1449 70 92 66 78 1168
leaf_count=48 74 54 82 86 81 240 102 79 1449 70 92 66 78 1168
internal_value=0 -0.00308129 -5.17584e-05 1.25641e-05 8.61235e-05 -0.000287871 -0.000104386 0.00249635 -0.000383576 0.000555584 0.000232532 0.00245311 -0.000234565 0.000588143
internal_weight=0 102 3667 3593 3507 1951 1870 181 1689 1556 1330 226 144 1260
internal_count=3769 102 3667 3593 3507 1951 1870 181 1689 1556 1330 226 144 1260
is_linear=0
shrinkage=0.0995203


Tree=2013
num_leaves=9
num_cat=0
split_feature=20 20 27 20 24 10 10 17
split_gain=0.0745036 0.0945826 0.0607338 0.0645058 0.0623491 0.0582223 0.0799298 0.0804331
threshold=-0.23598 -0.41270499999999993 -0.086859999999999993 0.16248000000000004 0.09407500000000002 0.091080000000000022 0.087275000000000019 -0.54192999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 -4
right_child=2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.00042467049073589494 -0.0028688710719576914 -0.0056321256792450838 -0.0021231454438701137 -0.0026812666367211652 0.003639795563970222 -0.0031839382685007254 0.0039146473419446708 0.00013027700996783877
leaf_weight=48 74 54 165 86 48 55 53 3186
leaf_count=48 74 54 165 86 48 55 53 3186
internal_value=0 -0.00277384 -4.66518e-05 1.12457e-05 7.7506e-05 2.7836e-05 7.99706e-05 1.90763e-05
internal_weight=0 102 3667 3593 3507 3459 3404 3351
internal_count=3769 102 3667 3593 3507 3459 3404 3351
is_linear=0
shrinkage=0.0995203


Tree=2014
num_leaves=9
num_cat=0
split_feature=20 20 27 20 26 26 25 1
split_gain=0.0603712 0.0767348 0.0492467 0.0523056 0.0555427 0.0678002 0.0645649 0.0540254
threshold=-0.23598 -0.41270499999999993 -0.086859999999999993 0.16248000000000004 -0.2382 -0.22971 0.08760500000000003 -0.064534999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 7 -7
right_child=2 -3 3 -5 5 6 -8 -9
leaf_value=0.00038240749199239282 -0.0025833604931835745 -0.0050716155900464221 0.0030718094866477069 -0.0024144264507923565 -0.0035840646975354895 0.00045222055652454658 0.0035180248443772984 -0.00035075260133790543
leaf_weight=48 74 54 60 86 51 1531 53 1812
leaf_count=48 74 54 60 86 51 1531 53 1812
internal_value=0 -0.00249699 -4.2009e-05 1.01039e-05 6.97926e-05 1.73007e-05 7.16259e-05 1.67417e-05
internal_weight=0 102 3667 3593 3507 3447 3396 3343
internal_count=3769 102 3667 3593 3507 3447 3396 3343
is_linear=0
shrinkage=0.0995203


Tree=2015
num_leaves=9
num_cat=0
split_feature=21 22 8 9 4 4 8 4
split_gain=0.0499037 0.0540967 0.0529597 0.138082 0.143017 0.077849 0.25583 0.106689
threshold=0.15665000000000004 0.11738500000000003 -0.51030999999999993 -0.26414499999999996 0.14367000000000005 0.12028000000000003 -0.014194999999999999 0.11670500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 -5
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=0.0026037330816041102 -0.0027498648618946666 -0.0028086697004019909 -0.0047455219809849581 -1.4481394273403413e-05 0.005314911226073693 0.00064698428636614355 -0.0082447670104158384 0.0048119131777927078
leaf_weight=76 69 69 61 3254 50 96 48 46
leaf_count=76 69 69 61 3254 50 96 48 46
internal_value=0 -4.8173e-05 4.0594e-06 -5.12871e-05 3.0433e-05 -4.60494e-05 -0.00231125 5.25476e-05
internal_weight=0 3700 3631 3555 3494 3444 144 3300
internal_count=3769 3700 3631 3555 3494 3444 144 3300
is_linear=0
shrinkage=0.0995203


Tree=2016
num_leaves=16
num_cat=0
split_feature=21 1 4 21 21 19 6 6 6 21 29 27 30 6 17
split_gain=0.121193 0.164379 0.151168 0.115087 0.0899262 0.115329 0.0932792 0.0994945 0.0941527 0.0907962 0.0853622 0.0936107 0.114121 0.0763251 0.0988551
threshold=-0.075024999999999994 -0.021369999999999997 0.088985000000000022 -0.032929999999999994 0.11729000000000002 -0.10411999999999999 -0.07150999999999999 -0.063485 -0.096934999999999993 0.13922500000000004 0.095535000000000023 -0.032854999999999995 0.10366000000000002 -0.01146 -0.0065549999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 -2 5 -5 8 -8 -6 -9 11 -7 -13 -3 -15
right_child=3 2 -4 4 6 10 7 9 -10 -11 -12 12 -14 14 -16
leaf_value=0.00683606238158332 -0.0042208534979297357 -0.0030214216686120701 0.0050028572324231765 0.0047114152375664362 0.0017215404415122464 0.0042224157436183381 0.0068581417257947844 -0.00092911134692237954 -0.0041401868089260621 0.0038412729413224477 -0.0042834036995212273 -0.00012510286807370174 -0.0049220048411391963 0.0033944900752573052 -0.0024309555793052984
leaf_weight=57 64 73 67 48 66 48 48 72 46 87 50 2842 50 72 48
leaf_count=57 64 73 67 48 66 48 48 72 46 87 50 2842 50 72 48
internal_value=0 0.00199369 0.000928948 -4.01826e-05 3.92766e-05 -0.000127383 0.00162902 0.00288157 -0.000678646 0.00167595 -0.000205336 -0.000135703 -0.00020832 -0.00048107 0.00105749
internal_weight=0 317 260 3421 3357 3038 319 207 112 159 2990 2940 2892 193 120
internal_count=3738 317 260 3421 3357 3038 319 207 112 159 2990 2940 2892 193 120
is_linear=0
shrinkage=0.0995203


Tree=2017
num_leaves=14
num_cat=0
split_feature=21 2 2 3 9 21 21 17 19 21 28 5 5
split_gain=0.098273 0.136517 0.208923 0.29753 0.105781 0.0933193 0.0757034 0.0853337 0.0768014 0.0762778 0.065446 0.09194 0.0625669
threshold=-0.075024999999999994 0.08666500000000002 -0.083204999999999987 0.089165000000000022 0.088135000000000033 -0.032929999999999994 0.13415000000000002 -0.040099999999999997 -0.10411999999999999 -0.014264999999999998 0.080375000000000016 -0.0083599999999999994 0.24444000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -2 8 12 -7 -10 11 -11 -8
right_child=5 -3 4 -5 -6 6 7 -9 9 10 -12 -13 -14
leaf_value=-0.00085241012498712314 -0.0038007931936991329 0.0066279172517840152 -0.0059790772305454961 0.0075600177080750739 0.00045180378212858664 0.0036136157550800472 0.0066570293544302318 -0.00044165484832828911 0.0029974085191938078 -0.00073236532521788107 0.0028372719368300915 0.00039468860779243436 0.0014943130619521617
leaf_weight=89 64 49 49 78 52 55 47 73 75 1803 68 1189 47
leaf_count=89 64 49 49 78 52 55 47 73 75 1803 68 1189 47
internal_value=0 0.00179528 0.000908647 0.00307185 -0.00266002 -3.61837e-05 3.53435e-05 0.00210103 -7.25411e-05 -0.000137472 -0.000214575 -0.000284208 0.00408438
internal_weight=0 317 268 167 101 3421 3357 167 3190 3135 3060 2992 94
internal_count=3738 317 268 167 101 3421 3357 167 3190 3135 3060 2992 94
is_linear=0
shrinkage=0.0995203


Tree=2018
num_leaves=20
num_cat=0
split_feature=21 9 26 2 2 18 21 8 6 8 6 4 9 5 5 0 5 2 17
split_gain=0.0796786 0.145215 0.153558 0.218164 0.262876 0.19425 0.075673 0.0741212 0.156773 0.141731 0.136995 0.157633 0.169201 0.0868735 0.288672 0.153838 0.153775 0.126267 0.0782087
threshold=-0.075024999999999994 0.09202500000000001 0.087495000000000031 0.0049750000000000011 -0.083665000000000003 -0.022504999999999997 -0.032929999999999994 -0.0032949999999999998 -0.425425 -0.0077949999999999998 -0.23069499999999998 0.10724500000000002 0.09310000000000003 -0.0089549999999999994 -0.010074999999999999 0.0047200000000000011 -0.0073899999999999999 -0.073884999999999992 -0.046254999999999998
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 -2 9 -9 13 -10 12 -12 14 15 -8 -15 -18 -13
right_child=6 -3 -4 -5 -6 -7 7 8 10 -11 11 18 -14 16 -16 -17 17 -19 -20
leaf_value=-0.0014993922362273641 -0.0034225376136367254 -0.003240878364636407 0.0074642165447762225 0.0073760366900530745 -0.0058620470941287868 0.0067863027627278142 -0.00015451084361889228 0.006156613849052135 -0.0046960075995985283 -0.0054749501601014453 0.0016074137705564455 0.0075985856280865911 -0.0018096893608989079 0.0052997531904030596 -0.0081786302731215507 -0.0058241952714710886 -0.00048695480369178901 0.0021165203280122499 0.0017666086577301367
leaf_weight=58 64 51 51 47 56 54 1467 52 47 50 366 46 236 65 48 49 623 262 46
leaf_count=58 64 51 51 47 56 54 1467 52 47 50 366 46 236 65 48 49 623 262 46
internal_value=0 0.00161661 0.00255102 0.00138175 -0.000290351 0.00248819 -3.24874e-05 3.18989e-05 0.000872984 -0.000227915 0.000501098 0.000854243 0.000266459 -0.000123233 -0.000579453 -0.000338306 0.000626989 0.000282867 0.0046915
internal_weight=0 317 266 215 168 112 3421 3357 793 2564 741 694 602 2514 1564 1516 950 885 92
internal_count=3738 317 266 215 168 112 3421 3357 793 2564 741 694 602 2514 1564 1516 950 885 92
is_linear=0
shrinkage=0.0995203


Tree=2019
num_leaves=21
num_cat=0
split_feature=21 1 2 18 0 21 8 6 20 4 18 18 26 8 18 6 18 18 6 8
split_gain=0.0645898 0.122664 0.109354 0.121841 0.176274 0.061359 0.0601228 0.127108 0.129506 0.251445 0.157922 0.128205 0.12055 0.11492 0.0777723 0.16347 0.173273 0.160425 0.121875 0.0822484
threshold=-0.075024999999999994 -0.021369999999999997 1.0000000180025095e-35 -0.020999999999999998 -0.088084999999999983 -0.032929999999999994 -0.0032949999999999998 -0.425425 -0.089994999999999992 0.08167000000000002 -0.14734 -0.057764999999999997 -0.0063299999999999997 -0.0077949999999999998 0.10085500000000001 0.097935000000000022 0.10861000000000003 0.096280000000000018 0.092980000000000021 -0.069939999999999988
decision_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 -2 13 -8 9 -9 12 -12 -10 14 17 16 -16 18 -7 -17
right_child=5 2 -4 4 -6 6 7 8 10 -11 11 -13 -14 -15 15 19 -18 -19 -20 -21
leaf_value=0.0056380730750612527 -0.0030819259384177624 -0.0033645219382950199 0.0049389209163917544 -0.0012065771287210316 0.0064520817247138785 -0.00053226536371748991 0.0055439061944541198 -0.00061986982289485317 0 0.0080403403595302042 -0.0032869606557969079 0.00016181788510228527 0.007151215835594877 -0.0049300822494378026 0.0072648668193391261 -0.0053797387552717325 0.0011517387725600216 -0.0058040948516571815 0.0015729117272715338 0.00046583866366578248
leaf_weight=57 64 84 46 84 46 1764 52 74 46 60 151 363 47 50 58 46 223 52 322 49
leaf_count=57 64 84 46 84 46 1764 52 74 46 60 151 363 47 50 58 46 223 52 322 49
internal_value=0 0.00145547 0.000535367 -0.000407367 0.00149711 -2.9278e-05 2.86758e-05 0.000786207 0.000451229 0.00325173 -0.000165655 -0.000849752 0.00360646 -0.000205296 -0.000111001 0.00120845 0.00241644 -0.000343429 -0.000206913 -0.00235604
internal_weight=0 317 260 214 130 3421 3357 793 741 134 607 514 93 2564 2514 376 281 2138 2086 95
internal_count=3738 317 260 214 130 3421 3357 793 741 134 607 514 93 2564 2514 376 281 2138 2086 95
is_linear=0
shrinkage=0.0995203


Tree=2020
num_leaves=20
num_cat=0
split_feature=19 6 19 5 2 21 20 0 8 5 0 8 0 18 6 18 8 18 6
split_gain=0.0616417 0.191113 0.281088 0.185598 0.159144 0.157399 0.0741197 0.0649271 0.126835 0.130641 0.0914142 0.0595211 0.101308 0.0976717 0.246566 0.122571 0.0936289 0.0808573 0.0328375
threshold=0.077805000000000027 0.041585000000000011 0.090990000000000029 0.034205000000000006 -0.083204999999999987 0.086690000000000017 -0.053499999999999999 0.099665000000000017 0.096835000000000018 0.22078000000000006 0.048750000000000009 0.10649000000000002 -0.083514999999999992 -0.14343999999999998 -0.047974999999999997 -0.112385 -0.071594999999999992 -0.098315 -0.07664
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 -2 4 -4 -6 -7 10 9 -9 11 13 -13 14 16 -15 -1 -17 -14
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 -12 12 18 15 -16 17 -18 -19 -20
leaf_value=-0.0025275130800540319 0.006892986423813645 0.0057352250178884694 0.0041669413212824151 -0.0050834166879342333 -0.0053943124441496728 0.0025527164156325514 -0.0016188852959698444 -0.0074556982190757534 0.0014643944540055592 -0.00051033197579151339 0.0043533457822916956 0.0016889549699443777 -0.0057153918669168337 0.0048425613279038547 -0.0066641390676336603 -0.0030040811479320152 0.0026093808806883856 0.0001530126371342991 -0.0020154127225336157
leaf_weight=62 55 73 81 77 59 89 80 56 64 52 46 47 50 54 75 83 81 2505 47
leaf_count=62 55 73 81 77 59 89 80 56 64 52 46 47 50 54 75 83 81 2505 47
internal_value=0 0.0010181 0.0002354 -0.0007111 0.000375793 -0.000967472 0.00057315 -0.000155461 -0.00203683 -0.00411921 -4.90954e-05 -0.000116782 -0.00209106 -1.70915e-05 -0.002042 0.000149681 0.000376471 5.14448e-05 -0.00393106
internal_weight=0 514 441 386 309 228 169 3222 172 108 3050 3004 144 2860 218 2642 143 2588 97
internal_count=3736 514 441 386 309 228 169 3222 172 108 3050 3004 144 2860 218 2642 143 2588 97
is_linear=0
shrinkage=0.0995203


Tree=2021
num_leaves=18
num_cat=0
split_feature=19 3 20 8 0 3 19 3 31 0 5 11 11 0 12 9 3
split_gain=0.0499831 0.141244 0.326322 0.127068 0.283568 0.159889 0.295917 0.121 0.0639294 0.0889648 0.114222 0.0729783 0.137039 0.079611 0.0747168 0.0589155 0.0537496
threshold=0.077805000000000027 0.10089500000000003 -0.10068000000000001 -0.0092799999999999983 -0.081674999999999984 0.086335000000000023 0.11183000000000003 0.11125500000000002 0.095410000000000009 0.099665000000000017 0.15990000000000004 -0.364875 -0.089004999999999987 0.048265000000000009 -0.006685 0.095415000000000014 0.13977500000000004
decision_type=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 -7 -3 9 11 -11 -1 -13 14 -14 -12 -9
right_child=1 7 3 -5 -6 6 -8 16 -10 10 15 12 13 -15 -16 -17 -18
leaf_value=-0.003694416251870788 0.0098741290479714694 -0.0049866110071713201 0.004725274148338972 -0.0029471005993918272 0.0088750843561073364 -0.0065113926007800173 0.0029466582229692216 0.0027773389484812105 0.0035425849592116213 -0.0063001855623414215 -0.0030035518905631746 0.0051115109222567403 -0.0040999790587936402 0.0036924670242730016 -9.8111640717964601e-05 0.0014804984163175393 -0.0016800251788172851
leaf_weight=54 46 61 55 67 47 64 67 54 46 52 56 51 47 54 2802 60 53
leaf_count=54 46 61 55 67 47 64 67 54 46 52 56 51 47 54 2802 60 53
internal_value=0 0.000916775 0.00206731 0.000867535 0.00196796 0.00021821 -0.00166782 -0.00144791 -0.000139989 -0.000193584 -0.00242249 -6.88251e-05 -2.27106e-06 -9.23922e-05 -0.000164418 -0.000677159 0.000561835
internal_weight=0 514 346 300 233 186 131 168 3222 3176 168 3008 2954 2903 2849 116 107
internal_count=3736 514 346 300 233 186 131 168 3222 3176 168 3008 2954 2903 2849 116 107
is_linear=0
shrinkage=0.0995203


Tree=2022
num_leaves=22
num_cat=0
split_feature=21 21 0 18 21 21 3 17 17 21 20 0 0 17 17 17 21 3 38 0 0
split_gain=0.0439775 0.230195 0.109277 0.148459 0.155346 0.118537 0.191722 0.11236 0.163044 0.326816 0.0955154 0.0809201 0.158943 0.079591 0.242875 0.19972 0.0938159 0.146691 0.0926195 0.0924001 0.150228
threshold=0.08167000000000002 0.085190000000000016 -0.14680499999999999 0.089365000000000014 0.11280000000000003 0.087625000000000022 0.087385000000000032 -0.54892999999999992 -0.008069999999999999 0.089505000000000015 -0.0070099999999999997 -0.225295 -0.16969499999999998 -0.13530499999999998 -0.098644999999999997 -0.15313499999999999 -0.0050399999999999993 0.086965000000000028 -0.076799999999999993 -0.085794999999999996 -0.081534999999999982
decision_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 -2 3 4 -3 6 -4 -7 9 -9 -10 -1 -13 15 -15 19 17 -16 -18 -14 -21
right_child=1 2 5 -5 -6 7 -8 8 10 -11 -12 12 13 14 16 -17 18 -19 -20 20 -22
leaf_value=-0.0035608649874843004 0.0057809485313307677 -0.007383052641706322 -6.8883912643272002e-05 0.0021914614627317319 8.642395112862361e-05 0.0045738787639276052 0.0084059373662477878 -0.0081110561709910583 0.0022708124867634955 -0.00035908405175184583 -0.001153003682381985 0.0049943095443321745 0.0034207859896340661 -0.005732435998077324 0.0058735276395488695 0.0052244704344800554 0.0034863945001332498 0.00025774346073316462 -0.00083128792080684852 -0.0060190738322471755 0.00012868097899502119
leaf_weight=71 76 66 60 51 47 54 47 61 308 463 109 58 60 86 55 86 51 286 1353 47 241
leaf_count=71 76 66 60 51 47 54 47 61 308 463 109 58 60 86 55 86 51 286 1353 47 241
internal_value=0 0.000460906 0.000140888 -0.00225499 -0.00426904 0.000498186 0.00364605 0.000158849 -9.36413e-05 -0.00126307 0.00137389 -0.00025078 -0.000149258 -0.000281331 -0.000568826 0.000929691 -0.000313875 0.00116592 -0.000673866 -0.00012931 -0.000871757
internal_weight=0 1342 1266 164 113 1102 107 995 941 524 417 2394 2323 2265 1831 434 1745 341 1404 348 288
internal_count=3736 1342 1266 164 113 1102 107 995 941 524 417 2394 2323 2265 1831 434 1745 341 1404 348 288
is_linear=0
shrinkage=0.0995203


Tree=2023
num_leaves=16
num_cat=0
split_feature=19 5 9 9 38 26 26 2 9 9 5 11 20 26 8
split_gain=0.043546 0.146876 0.044593 0.129142 0.0688433 0.0759097 0.231618 0.184608 0.138599 0.0815193 0.0537856 0.0506537 0.124547 0.0506512 0.0385187
threshold=-0.031244999999999998 0.5124350000000002 0.11582000000000002 0.13642500000000005 -0.082614999999999994 0.11326500000000002 0.11724000000000002 -0.077604999999999993 -0.063329999999999984 0.11007500000000002 -0.24120999999999998 -0.076244999999999993 -0.054979999999999994 0.10439000000000002 -0.024819999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 14 -2 9 -7 -8 -9 11 -5 12 -6 -13 -4
right_child=2 -3 3 10 5 6 7 8 -10 -11 -12 13 -14 -15 -16
leaf_value=-0.0060574335514245936 0.0036049644108789663 0.0017599965912253222 0.0021394185748842814 0.001433025859579079 0.0018813276163127772 -0.0076400926394522865 0.0034352508184620121 0.0013774617970603656 -0.0048521792842970536 0.0039329568105469946 -0.0030675772327663489 0.00014671101460954336 -0.004855183104602573 -0.0023182360052352619 0.0062268384583852041
leaf_weight=47 51 48 46 51 46 52 84 58 90 53 54 2858 66 85 47
leaf_count=47 51 48 46 51 46 52 84 58 90 53 54 2858 66 85 47
internal_value=0 -0.00209896 5.93484e-05 0.00151176 -2.39392e-05 -7.87425e-05 -0.0016363 -0.000287091 -0.0024053 6.33191e-05 -0.000873774 -3.54586e-06 -0.00208109 7.524e-05 0.00421391
internal_weight=0 95 3641 198 3443 3392 284 232 148 3108 105 3055 112 2943 93
internal_count=3736 95 3641 198 3443 3392 284 232 148 3108 105 3055 112 2943 93
is_linear=0
shrinkage=0.0995203


Tree=2024
num_leaves=29
num_cat=0
split_feature=17 3 17 3 8 17 6 17 18 0 8 8 17 9 3 0 0 17 0 18 18 21 0 4 0 3 3 17
split_gain=0.0671456 0.151235 0.303635 0.319272 0.179366 0.210311 0.256195 0.165539 0.160839 0.218367 0.147803 0.133892 0.128921 0.206885 0.106465 0.0999106 0.148749 0.146516 0.167593 0.188581 0.451903 0.287195 0.127015 0.0895703 0.0832315 0.345257 0.176795 0.0360572
threshold=0.059130000000000009 0.09940000000000003 0.40441500000000008 0.10807500000000002 -0.088520000000000001 0.11639500000000001 0.086100000000000024 0.2590050000000001 -0.064960000000000004 -0.081195000000000003 -0.09547499999999999 -0.072559999999999999 0.016900000000000005 0.087055000000000021 0.096385000000000012 -0.080674999999999983 -0.079805000000000001 0.0047200000000000011 -0.081604999999999997 -0.022504999999999997 -0.015440000000000001 0.086155000000000023 -0.078664999999999999 0.11931500000000002 -0.073664999999999994 0.090360000000000024 0.090360000000000024 0.27052500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 4 3 -3 10 6 -6 -7 -9 -10 27 -4 15 -14 -15 17 -17 18 19 21 -21 -1 -18 -5 25 -24 -26 -2
right_child=1 2 11 23 5 7 -8 8 9 -11 -12 -13 13 14 -16 16 22 -19 -20 20 -22 -23 24 -25 26 -27 -28 -29
leaf_value=-0.0033955003620712862 0.0010485313408311393 0.012429015110232859 0.0026834072526107419 -0.00024500465175309935 -0.0001268585258985708 -0.0042415944075809607 0.0098822683031645139 0.0043100084113108653 0.0019377175206873485 -0.0064184206484468381 -0.0076926849929301469 -0.0039945942809392274 -0.0078906921224042234 0.0029114820063500272 -0.00314899850975193 -0.0052058883880552543 0.0040429783164738706 0.00567440004255084 0.0048478240379221946 0.0094759962864670363 0.00035505927105433053 0.0018538123209914401 -0.0096880931209435157 0.005473941516724889 0.0023168866969269335 0.00048550311322228992 -0.0010739184402105458 -0.0028217283007967702
leaf_weight=297 48 48 54 53 50 79 51 90 84 49 47 66 54 52 64 68 60 53 78 57 964 158 49 55 198 101 659 47
leaf_count=297 48 48 54 53 50 79 51 90 84 49 47 66 54 52 64 68 60 53 78 57 964 158 49 55 198 101 659 47
internal_value=0 0.000876982 0.00277513 0.00567099 -8.27796e-05 0.000987382 0.00491915 -0.000324838 0.00105904 -0.00113471 -0.00312569 -0.000982672 -0.000141934 -0.00280139 -0.000425174 2.265e-05 -0.000691853 0.000527802 0.000351748 0.000113595 0.000865062 -0.00157086 -0.000403405 0.00265984 -0.000669147 -0.00283242 -0.000289557 -0.000857612
internal_weight=0 821 276 156 545 403 101 302 223 133 142 120 2912 170 116 2742 1135 1607 1554 1476 1021 455 1067 108 1007 150 857 95
internal_count=3733 821 276 156 545 403 101 302 223 133 142 120 2912 170 116 2742 1135 1607 1554 1476 1021 455 1067 108 1007 150 857 95
is_linear=0
shrinkage=0.0995203


Tree=2025
num_leaves=14
num_cat=0
split_feature=27 27 5 1 5 10 3 7 7 9 2 29 6
split_gain=0.0618558 0.0625542 0.11648 0.0695065 0.0783864 0.0588013 0.10152 0.111893 0.0701526 0.08307 0.0644402 0.066329 0.0771695
threshold=0.087140000000000009 0.091025000000000009 -0.50393499999999991 -0.029404999999999997 -0.41397 1.0000000180025095e-35 0.10525500000000003 0.054685000000000004 -0.10984999999999999 -0.37999999999999995 0.31852000000000008 0.0050600000000000011 -0.23020499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 8 7 -7 -1 -10 11 12 -11
right_child=1 2 3 4 -6 6 -8 -9 9 10 -12 -13 -14
leaf_value=-0.0035954264312889608 0.0044913307174732674 -0.0037311444338129001 -0.001055858715370172 0.0008032688805762212 0.0056415499841004765 -0.0060016161055167884 0.0009886491360757857 -0.00031485688765225337 0.0041494804964951363 0.002869555259631785 -0.0031422199535272206 0.0029523017134332557 -4.3030269584056006e-05
leaf_weight=51 55 46 57 71 63 72 91 66 50 93 61 80 2877
leaf_count=51 55 46 57 71 63 72 91 66 50 93 61 80 2877
internal_value=0 0.00146458 0.000758711 0.00184432 0.00308409 -4.39533e-05 -0.00158485 -0.00328779 6.56501e-05 0.000124977 6.00324e-05 0.000124346 4.78963e-05
internal_weight=0 292 237 191 134 3441 229 138 3212 3161 3111 3050 2970
internal_count=3733 292 237 191 134 3441 229 138 3212 3161 3111 3050 2970
is_linear=0
shrinkage=0.0995203


Tree=2026
num_leaves=23
num_cat=0
split_feature=17 1 9 17 9 5 5 5 17 6 6 29 1 3 2 4 1 17 7 26 2 4
split_gain=0.0569288 0.157564 0.118025 0.213192 0.136922 0.136936 0.286469 0.159458 0.104536 0.175021 0.0834616 0.0714192 0.0879755 0.148951 0.229233 0.181717 0.109983 0.10824 0.0819014 0.080456 0.0801558 0.0414479
threshold=0.059130000000000009 -0.28064499999999998 0.096305000000000016 0.3137100000000001 0.094435000000000033 -0.0083599999999999994 -0.021235 -0.039649999999999998 0.016900000000000005 0.082060000000000022 0.041585000000000011 -0.08570499999999999 -0.15796999999999997 0.10377500000000002 -0.010784999999999998 0.10252500000000002 -0.14482999999999999 -0.15450999999999998 0.07988000000000002 -0.095449999999999993 -0.15197999999999998 0.10722500000000003
decision_type=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 6 7 -3 11 -10 -5 19 13 14 17 -15 -14 -13 20 -1 -18 -17
right_child=1 2 3 10 -6 -7 -8 -9 9 -11 -12 12 16 15 -16 21 18 -19 -20 -21 -22 -23
leaf_value=-0.00031162705638466156 0.0060479559055676788 -0.00019074013904871173 0.0079451301138784118 -0.0029301633787202023 -0.0049531079081156833 0.0044465897070223815 -0.0068586313520015204 0.005216667496608568 -0.0058824391239086157 0.00050346426232763229 0.0030324189925474672 -0.0035686165194697443 0.0048329223531496301 0.0055761541843772954 0.00053774267339394804 -0.0040374969742666567 -0.0038179085173554853 -0.010432210991162972 -0.0034627038541592656 0.0054396421090151317 0.00021170752614848814 0.00017095097423498555
leaf_weight=46 53 377 54 46 54 69 58 63 81 89 47 46 48 49 70 46 50 46 65 50 2180 46
leaf_count=46 53 377 54 46 54 69 58 63 81 89 47 46 48 49 70 46 50 46 65 50 2180 46
internal_value=0 0.000798542 0.000435211 0.00297125 -0.000163789 0.000290893 -0.000283252 0.000581642 -0.000139663 -0.00253442 7.43823e-05 8.50987e-06 -8.79351e-05 -0.00168385 -0.00374319 0.000676386 0.000118102 -0.00700932 1.91345e-05 0.0026753 0.00012099 -0.00192438
internal_weight=0 821 768 147 621 567 498 440 2912 170 93 2742 2646 303 162 141 2343 92 2295 96 2230 92
internal_count=3733 821 768 147 621 567 498 440 2912 170 93 2742 2646 303 162 141 2343 92 2295 96 2230 92
is_linear=0
shrinkage=0.0995203


Tree=2027
num_leaves=14
num_cat=0
split_feature=21 5 2 26 8 2 2 2 3 20 8 2 1
split_gain=0.0573536 0.0699967 0.171226 0.147478 0.175533 0.114086 0.0803023 0.106564 0.0754394 0.0548642 0.0548315 0.121146 0.0602653
threshold=-0.096850000000000006 0.39524000000000009 -0.065999999999999989 0.093245000000000022 -0.07106999999999998 -0.095204999999999998 -0.22383 -0.15327499999999997 0.10960500000000002 0.24030500000000005 0.068430000000000019 -0.053085 -0.50597999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 5 -5 8 -2 -8 -3 10 12 -12 -9
right_child=1 2 -4 4 -6 -7 7 9 -10 -11 11 -13 -14
leaf_value=-0.0024502778514242608 0.0041819540414318734 -0.0020298189181369051 -0.0055812807448933606 -0.0011777427204470712 0.0075034592437889106 -0.0044341136691457214 -0.003155810768359169 -0.0022073870447750993 0.0033895323032381813 -0.0029061103787281022 0.0043323706460871225 -0.0015509544957650375 0.00033963701322093899
leaf_weight=88 51 54 71 46 46 84 91 95 48 52 96 54 2857
leaf_count=88 51 54 71 46 46 84 91 95 48 52 96 54 2857
internal_value=0 0.000120669 -0.00121915 -0.000102141 0.00315396 -0.00171709 0.000262786 0.000200938 0.000512439 0.000298048 0.000352024 0.00220892 0.000257392
internal_weight=0 3645 349 278 92 186 3296 3245 102 3154 3102 150 2952
internal_count=3733 3645 349 278 92 186 3296 3245 102 3154 3102 150 2952
is_linear=0
shrinkage=0.0995203


Tree=2028
num_leaves=19
num_cat=0
split_feature=19 6 18 18 17 0 18 17 1 1 4 4 21 26 26 26 21 19
split_gain=0.0821036 0.110771 0.0824775 0.202067 0.107412 0.111972 0.283427 0.146474 0.135248 0.158414 0.0764753 0.134191 0.0833937 0.0938353 0.310738 0.259589 0.0834194 0.095232
threshold=0.13120500000000004 -0.072834999999999997 1.0000000180025095e-35 0.0089800000000000036 -0.54192999999999991 -0.072039999999999979 0.089775000000000021 -0.033249999999999995 -0.082849999999999993 0.0099250000000000015 0.15340500000000004 0.14095000000000005 0.084795000000000023 0.088325000000000028 0.08709500000000002 0.091570000000000026 0.086690000000000017 0.0069650000000000016
decision_type=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 8 -7 -8 -6 -10 11 12 13 14 -1 -15 -14 -18
right_child=1 -3 3 4 5 6 7 -9 9 -11 -12 -13 16 15 -16 -17 17 -19
leaf_value=-0.0007744386758162528 0.00039320490542978282 -0.0055927118912303805 0.0068872600124505155 -0.0041279749505569391 -0.0039904712520148922 0.0085583629160222441 -0.0013565759799437061 0.0038061417854874592 0.001105454062164343 -0.0038752545384456599 -0.0042503503514438566 0.0047562901509203568 0.0045608239890470069 -0.0043976156006229755 0.0044212946711051802 -2.74621803995976e-05 0.0006075441791555899 -0.0035920534292664327
leaf_weight=980 61 61 51 48 75 58 133 92 518 72 47 53 48 222 129 343 682 58
leaf_count=980 61 61 51 48 75 58 133 92 518 72 47 53 48 222 129 343 682 58
internal_value=0 -0.00259304 3.18279e-05 0.000776252 0.000462517 0.000695811 0.0023538 0.000750764 -8.53953e-06 0.000496251 -0.000272073 -0.000197402 -0.000304373 -0.000701978 -0.000169327 -0.00174603 0.000539246 0.00027728
internal_weight=0 122 3609 1047 996 948 283 225 665 590 2562 2515 2462 1674 1109 565 788 740
internal_count=3731 122 3609 1047 996 948 283 225 665 590 2562 2515 2462 1674 1109 565 788 740
is_linear=0
shrinkage=0.0995203


Tree=2029
num_leaves=26
num_cat=0
split_feature=7 18 18 18 0 0 17 18 4 4 17 21 26 26 4 2 4 0 20 20 2 5 5 0 8
split_gain=0.075075 0.089392 0.171662 0.348237 0.420395 0.641784 0.405515 0.21197 0.182774 0.348832 0.229856 0.141577 0.161362 0.251357 0.253588 0.108762 0.203676 0.227941 0.180964 0.454443 0.158614 0.134573 0.309413 0.125142 0.0957635
threshold=-0.10984999999999999 -0.0086449999999999982 -0.025079999999999998 -0.019539999999999998 -0.085794999999999996 -0.087394999999999987 -0.067015000000000005 -0.030229999999999996 0.10739000000000003 0.090595000000000023 -0.51195499999999994 0.10683000000000002 -0.070694999999999994 0.091195000000000012 0.11284500000000003 0.097745000000000012 0.077235000000000012 -0.11524 -0.091229999999999992 -0.06916499999999999 -0.070354999999999987 -0.084089999999999984 -0.41880499999999998 -0.19126499999999999 -0.087374999999999994
decision_type=2 2 2 2 2 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 -5 -6 8 9 24 -11 15 -13 14 -14 16 17 -3 -18 -20 -19 22 23 -17 -2
right_child=1 11 3 4 6 -7 -8 -9 -10 10 -12 12 13 -15 -16 21 18 20 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.003324976590205597 -0.0029665016121100834 0.0073356471203913764 -0.010263453415214544 -0.0030531321128877682 -0.00020572157871833271 0.011532982828052794 -0.011509282784859153 0.0065893437739267197 0.0045559447380119382 -0.0015809790615817863 -0.01083620232432503 0.0024192205969665718 -0.01094908245527821 0.0017353652457382193 -0.0017164805490936536 0.00075329843859381351 0.0044233913620596085 0.00139900088828554 -0.01001543729550541 -0.00059406580810522506 -0.0020098013363997781 0.0066854735025766573 -0.0045255934668481075 0.0077386972426935104 0.00022903617762759244
leaf_weight=68 102 57 50 72 72 51 56 46 73 56 51 67 55 64 64 47 48 867 60 329 160 64 58 56 1038
leaf_count=68 102 57 50 72 72 51 56 46 73 56 51 67 55 64 64 47 48 867 60 329 160 64 58 56 1038
internal_value=0 1.21715e-05 -0.000525565 -0.00267703 -0.00116253 0.00298812 -0.00515743 -5.08877e-05 -0.00028291 -0.000566836 -0.006 0.000461683 -0.00175234 -0.00328411 -0.00599053 0.000779166 0.000476415 0.00120802 -0.0013365 -0.00204934 0.000867134 0.00282212 0.00128129 0.00455913 -5.61624e-05
internal_weight=0 3663 1667 301 251 123 128 1366 1320 1247 107 1996 250 183 119 1746 1521 1084 437 389 1027 225 161 103 1140
internal_count=3731 3663 1667 301 251 123 128 1366 1320 1247 107 1996 250 183 119 1746 1521 1084 437 389 1027 225 161 103 1140
is_linear=0
shrinkage=0.0995203


Tree=2030
num_leaves=12
num_cat=0
split_feature=19 8 26 22 3 3 26 3 6 8 8
split_gain=0.0629788 0.104954 0.0712349 0.0594171 0.0548306 0.138569 0.106602 0.10465 0.137789 0.0799039 0.0985603
threshold=0.13120500000000004 -0.078844999999999985 0.50635500000000022 0.12975500000000004 0.13547000000000003 0.12992500000000004 -0.076124999999999998 0.14530500000000005 -0.040424999999999996 -0.50270999999999988 -0.36115499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 9 -6 -8 -9 -1 -11
right_child=1 -3 -4 -5 6 -7 7 8 -10 10 -12
leaf_value=-0.0037302664311381515 -0.0060195528932623097 0 0.0038001057683935708 0.0034209402859533369 0.0018109602727133362 0.0053496158693529146 -0.0056573924531365437 -0.0039953157928603409 0.0029478687816412463 0.0037771787884729206 -5.317828450742278e-05
leaf_weight=57 46 76 49 49 71 48 73 62 52 68 3080
leaf_count=57 46 76 49 49 71 48 73 62 52 68 3080
internal_value=0 -0.0022676 3.132e-05 -2.03239e-05 -6.85838e-05 4.19296e-05 -0.00146517 -0.00271342 -0.000821068 -3.73061e-05 2.93013e-05
internal_weight=0 122 3609 3560 3511 3253 258 187 114 3205 3148
internal_count=3731 122 3609 3560 3511 3253 258 187 114 3205 3148
is_linear=0
shrinkage=0.0995203


Tree=2031
num_leaves=24
num_cat=0
split_feature=12 18 4 4 2 18 18 18 18 21 3 3 5 6 6 6 9 3 6 2 5 20 4
split_gain=0.0591075 0.0755123 0.141791 0.378958 0.274427 0.17586 0.412823 0.329053 0.132003 0.10822 0.103596 0.215513 0.189057 0.0925756 0.477796 0.20498 0.279377 0.165713 0.123365 0.1968 0.092288 0.0917801 0.0854575
threshold=-0.090249999999999983 -0.0086449999999999982 0.10739000000000003 0.090595000000000023 -0.017704999999999995 -0.025079999999999998 -0.019539999999999998 -0.015440000000000001 -0.033709999999999997 0.10343500000000001 0.12212000000000002 0.09587500000000003 -0.27157999999999999 0.092705000000000023 0.090845000000000023 0.099330000000000016 0.09310000000000003 0.10583000000000002 0.089165000000000022 -0.081864999999999993 -0.042209999999999991 -0.097019999999999995 0.13271500000000006
decision_type=2 2 2 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 8 -7 -8 20 13 11 -11 -13 14 18 16 -15 -17 21 -20 -2 -3 -12
right_child=1 9 -4 4 -6 6 7 -9 -10 10 22 12 -14 15 -16 17 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.0035462274188127955 0.003620987986412587 0.0041843130259247921 0.0034950590024629058 -0.0015704806619877382 -0.011822475141001447 -0.011142286526718415 0.0065208547238861858 -0.0026754998654351862 0.0044648440328730324 0.0019385960639102886 0.0038749346148639055 -0.00029667979925068375 -0.0080215611408993824 -0.0099556257507274586 0.010065353083713426 0.0047242061874580932 -0.00034214861889956567 -0.0018021545807750295 0.0017024793993789024 -0.0074433542712478932 -0.00024186233248181145 0.00071925887093611638 -0.0017497580294576363
leaf_weight=47 65 81 84 54 50 46 48 195 69 67 56 52 80 47 56 79 83 75 47 46 1063 1190 51
leaf_count=47 65 81 84 54 50 46 48 195 69 67 56 52 80 47 56 79 83 75 47 46 1063 1190 51
internal_value=0 5.27941e-06 -0.000488216 -0.000699168 -0.0065072 -0.000292133 -0.00249573 -0.000855566 0.000239214 0.000416687 -0.00130558 -0.00264958 -0.00498463 0.000726448 0.00105477 -0.000912257 -0.00382409 0.00154047 0.000684229 -0.00281247 -1.85431e-05 0.000940729 0.00118636
internal_weight=0 3684 1674 1590 104 1486 289 243 1197 2010 306 199 132 1704 1420 284 130 154 1364 93 1128 1271 107
internal_count=3731 3684 1674 1590 104 1486 289 243 1197 2010 306 199 132 1704 1420 284 130 154 1364 93 1128 1271 107
is_linear=0
shrinkage=0.0995203


Tree=2032
num_leaves=17
num_cat=0
split_feature=21 26 9 17 20 3 5 26 26 2 4 5 26 3 17 11
split_gain=0.0878133 0.0513727 0.0974144 0.0541479 0.193157 0.179165 0.120692 0.293309 0.162454 0.151605 0.0966108 0.0816296 0.1748 0.14565 0.137088 0.0652344
threshold=0.16638500000000003 -0.22971 0.099610000000000018 -0.53166999999999998 -0.010035000000000001 0.098455000000000029 0.18340500000000004 0.095150000000000026 0.091025000000000023 -0.093109999999999984 0.087495000000000031 0.065520000000000023 0.088435000000000027 0.089165000000000022 -0.16207999999999997 -0.23394000000000001
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 11 8 9 -8 -6 14 13 -13 -5 -16
right_child=-2 3 -4 6 10 -7 7 -9 -10 -11 -12 12 -14 -15 15 -17
leaf_value=-0.0039440774168549237 -0.0038783566298646825 0.0089852965113887753 0.0012733692450591137 -0.0041858457939972348 -0.0046700620398937558 0.0010337098228185048 0.0022610635352706505 0.0031093098045063138 -0.008632629267977197 -0.0040190654141199636 0.00095327685223409674 0.0090016656948295557 -0.0016828457507545907 0.0015553797498664087 0.0035754290735115339 0.00017201977480489695
leaf_weight=84 56 51 61 71 46 63 53 89 50 134 88 47 65 59 57 2681
leaf_count=84 56 51 61 71 46 63 53 89 50 134 88 47 65 59 57 2681
internal_value=0 9.21593e-05 -0.00174351 0.000167283 0.00158572 0.00459818 6.06314e-05 -0.00175706 -0.00358798 -0.00223476 -0.000971015 0.000259755 0.00237112 0.00486476 0.000130933 0.000243171
internal_weight=0 3699 145 3554 248 114 3306 326 237 187 134 2980 171 106 2809 2738
internal_count=3755 3699 145 3554 248 114 3306 326 237 187 134 2980 171 106 2809 2738
is_linear=0
shrinkage=0.0995203


Tree=2033
num_leaves=22
num_cat=0
split_feature=21 0 20 21 21 18 20 18 0 5 20 1 21 20 8 20 3 3 38 6 20
split_gain=0.0712078 0.0482214 0.618038 0.0592911 0.113931 0.107162 0.154924 0.125661 0.330735 0.119876 0.106582 0.137474 0.121737 0.100916 0.0995516 0.208866 0.0983792 0.306671 0.0971749 0.095425 0.07176
threshold=0.16638500000000003 -0.23058999999999999 -0.0058900000000000003 -0.014264999999999998 -0.11228 -0.082654999999999992 -0.085349999999999995 -0.014319999999999999 -0.088084999999999983 -0.002715 -0.083495 -0.0068249999999999995 0.086690000000000017 -0.095634999999999998 0.041960000000000011 -0.14091999999999996 0.11868500000000003 0.11225500000000002 -0.051829999999999994 0.085570000000000021 -0.058504999999999995
decision_type=2 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 -6 9 -9 -7 11 14 18 -13 15 -5 17 -14 -12 -20 -18
right_child=-2 3 -4 10 5 7 -8 8 -10 -11 12 13 16 -15 -16 -17 20 -19 19 -21 -22
leaf_value=-0.0050508631906164723 -0.0034923817626418873 -0.0027077334475564419 0.0094757189436880628 -0.0068537291404696735 0.0085045660156469506 -0.0046399360392575867 0.00079823548141223137 -0.00081532315227466669 0.0096750391429178632 0.001493731902753478 0.0030666886251095528 -0.001168634766466206 0.0007249116063674664 -0.0069461045679786691 0.0034653500798786326 0.0011552677207807814 0.0011518862360241906 0.006688942130302895 -0.0013729281743299134 6.9978176560475726e-05 -0.0026886004852115998
leaf_weight=59 56 65 57 49 50 62 54 84 46 64 78 53 588 70 53 94 88 100 765 1114 106
leaf_count=59 56 65 57 49 50 62 54 84 46 64 78 53 588 70 53 94 88 100 765 1114 106
internal_value=0 8.30537e-05 0.00208014 1.81693e-05 0.00112193 0.00181567 0.00451108 0.000717457 0.00289036 -0.00151793 -0.000130114 -0.00185498 6.34102e-05 -0.00446328 -0.000213964 -0.00158335 0.00103439 0.00159297 -0.000373784 -0.000517039 -0.000942304
internal_weight=0 3699 116 3583 425 360 104 256 130 126 3158 319 2839 123 196 143 882 688 1957 1879 194
internal_count=3755 3699 116 3583 425 360 104 256 130 126 3158 319 2839 123 196 143 882 688 1957 1879 194
is_linear=0
shrinkage=0.0995203


Tree=2034
num_leaves=10
num_cat=0
split_feature=8 9 3 9 9 21 26 9 26
split_gain=0.0621012 0.0531854 0.094733 0.0736082 0.104637 0.0548549 0.0660807 0.172158 0.107957
threshold=0.24614500000000003 0.12188500000000002 0.12323500000000003 0.11296000000000002 0.10814500000000002 0.14680000000000004 0.10439000000000002 0.092465000000000033 0.10038000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 8 -8 -1
right_child=-2 2 -4 -5 -6 -7 7 -9 -10
leaf_value=0.00013439267976054069 -0.0026486136199487878 -0.00046726803762413646 0.0048427052561622087 -0.0027791682456595784 0.0039828924976924515 -0.0028519698218183323 0.0011155485922753473 -0.0034132876334181232 0.0046257700410281266
leaf_weight=2928 84 70 63 91 67 65 158 175 54
leaf_count=2928 84 70 63 91 67 65 158 175 54
internal_value=0 8.80354e-05 0.00204183 1.43573e-05 8.83433e-05 1.09014e-05 6.72831e-05 -0.00126201 0.000216
internal_weight=0 3671 133 3538 3447 3380 3315 333 2982
internal_count=3755 3671 133 3538 3447 3380 3315 333 2982
is_linear=0
shrinkage=0.0995203


Tree=2035
num_leaves=14
num_cat=0
split_feature=20 20 20 6 20 1 20 3 17 29 27 30 3
split_gain=0.0443579 0.125647 0.121793 0.36331 0.104308 0.125453 0.123594 0.0908553 0.244093 0.0616738 0.112395 0.100944 0.075374
threshold=-0.090514999999999998 -0.085594999999999991 -0.083495 -0.011749999999999998 -0.095634999999999998 -0.0096349999999999995 -0.15190499999999998 0.10057000000000002 -0.083000000000000004 0.099300000000000013 -0.032854999999999995 0.10366000000000002 0.11125500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 7 -7 8 -1 10 -4 12 -12
right_child=1 2 9 -5 -6 6 -8 -9 -10 -11 11 -13 -14
leaf_value=0.0039618910608616269 0.0039416602207239708 -0.009574843593630632 0.004635346290510935 0.0026601358767939813 -0.0054313578911302481 -0.00077739151529352519 0.0050742818227474439 -0.0049166982729813343 -0.0045697502331064543 -0.0026897607018706031 -2.7657041892910469e-05 -0.0040502310981990822 0.0012437701488274375
leaf_weight=64 84 48 56 48 46 79 65 69 69 74 2427 56 570
leaf_count=64 84 48 56 48 46 79 65 69 69 74 2427 56 570
internal_value=0 0.000140923 4.33077e-05 -0.00344883 -0.000977681 -0.000383207 0.0018583 -0.00198517 -0.000458144 0.000148889 0.000216717 0.0001354 0.000213883
internal_weight=0 3363 3279 96 392 346 144 202 133 3183 3109 3053 2997
internal_count=3755 3363 3279 96 392 346 144 202 133 3183 3109 3053 2997
is_linear=0
shrinkage=0.0995203


Tree=2036
num_leaves=26
num_cat=0
split_feature=19 1 3 3 3 1 3 8 3 1 1 5 5 3 3 8 8 5 5 1 9 7 3 5 20
split_gain=0.0803062 0.0548235 0.139143 0.265289 0.191417 0.131435 0.120483 0.0996833 0.161636 0.109127 0.0884501 0.265865 0.0798568 0.351246 0.114867 0.0904936 0.093077 0.274789 0.131731 0.0837382 0.195294 0.0972554 0.0573755 0.0635223 0.0301085
threshold=-0.10411999999999999 -0.0088199999999999997 0.10486500000000003 0.10174000000000002 0.10684000000000003 -0.010764999999999999 0.10960500000000002 -0.10833 0.087675000000000017 -0.053299999999999993 -0.0064949999999999999 -0.015214999999999999 -0.0024199999999999998 0.10038500000000002 0.11926500000000002 -0.094375000000000001 -0.26194999999999996 -0.42170999999999997 -0.45822499999999994 0.0022300000000000006 0.085665000000000033 -0.009689999999999999 0.11197500000000002 0.40898000000000007 -0.071149999999999991
decision_type=2 2 2 2 2 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 7 -6 8 -2 -9 11 -3 15 -14 -15 16 18 -18 -12 20 -17 -21 -8 -24 -16
right_child=1 10 4 -5 6 -7 22 9 -10 -11 12 -13 13 14 24 19 17 -19 -20 21 -22 -23 23 -25 -26
leaf_value=0.0034683020832094818 0.00060756841556431794 0.0019302465753975541 0.0075817760813527771 -0.0073754567014160813 -0.003266540997456486 0.0043713358407491175 0.0049172338294650357 0.00052151966640648741 -0.0068503149564695881 -0.0014360609926683569 0.0026290888760019436 -0.0084343772951983084 0.0086045818233879915 -0.004798557398499193 -0.00076220518219436936 -0.0065464122090161002 -0.00097052050056667589 0.0077142945509273159 -0.0037789512769171151 -0.0049574221679716717 -0.00024498031129526593 -0.00030366898761847506 0.00046874507899863284 0.004489766423420494 0.0027726934999280795
leaf_weight=64 60 47 51 49 54 67 50 1252 55 364 55 51 51 51 46 86 88 61 75 48 113 615 209 48 49
leaf_count=64 60 47 51 49 54 67 50 1252 55 364 55 51 51 51 46 86 88 61 75 48 113 615 209 48 49
internal_value=0 -8.72978e-05 0.000218078 -0.000150404 0.00187197 4.60415e-05 0.00106306 -0.0001209 -0.00295213 8.00729e-05 -0.000568261 -0.00345524 -0.000356196 0.00149284 -0.000985794 -0.00067616 0.000880023 0.00257952 -0.00106156 -0.00118079 -0.00297233 -0.000641827 0.00182728 0.00122294 0.00105244
internal_weight=0 3695 2259 1847 412 1798 361 1731 115 1616 1436 98 1338 197 146 1141 279 149 130 862 199 663 307 257 95
internal_count=3759 3695 2259 1847 412 1798 361 1731 115 1616 1436 98 1338 197 146 1141 279 149 130 862 199 663 307 257 95
is_linear=0
shrinkage=0.0995203


Tree=2037
num_leaves=22
num_cat=0
split_feature=18 1 18 1 18 5 17 20 20 1 17 17 9 18 17 1 2 2 17 26 1
split_gain=0.0690193 0.0456944 0.111067 0.6303 0.417032 0.183605 0.0909412 0.219768 0.227567 0.0909166 0.100003 0.0855006 0.294503 0.167482 0.128473 0.196192 0.113412 0.114077 0.0793998 0.191257 0.109385
threshold=-0.47082499999999999 -0.0088199999999999997 -0.087724999999999984 0.0015850000000000003 -0.081229999999999983 0.5124350000000002 -0.065004999999999993 -0.071149999999999991 -0.081424999999999984 -0.011155 -0.023964999999999997 0.28919000000000006 0.090775000000000022 -0.064960000000000004 0.12088500000000003 -0.078509999999999983 0.12610000000000002 -0.01504 -1.0000000180025095e-35 0.085355000000000028 -0.0024449999999999997
decision_type=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 -4 -5 7 8 -6 11 -11 14 -13 -14 16 -16 17 -2 19 -8 -20
right_child=1 2 4 5 6 -7 18 -9 -10 10 -12 12 13 -15 15 -17 -18 -19 20 -21 -22
leaf_value=0.0037655877363298902 0.00017660905682752545 0.011319826885429882 -0.010055821373207428 -0.0051513856448302531 -0.0033265225748959765 0.0020301496480346895 -0.00098418858335925542 -0.0066392581581876083 0.0056835633894783471 -6.3981394408981491e-05 0.0064121516854100911 -0.0080945664611460008 0.0037830425181452593 -0.0026164711266322693 0.0079922869741059083 -0.00081699067967537921 0.0035411703320574251 -0.002547945383813202 -0.0048165749003033134 0.0073161488060088029 -0.00015140921675879261
leaf_weight=47 1617 50 47 73 70 68 68 76 46 46 48 55 75 88 52 48 90 168 53 46 828
leaf_count=47 1617 50 47 73 70 68 68 76 46 46 48 55 75 88 52 48 90 168 53 46 828
internal_value=0 -7.20812e-05 -0.000514592 0.00171723 -0.0008607 -0.00168214 -0.000495923 -0.00247915 0.000239386 0.000203284 0.00323427 7.29912e-05 -0.00179689 0.000323068 0.000279803 0.00375565 9.39879e-05 -7.9361e-05 -0.000112408 0.00235789 -0.00043299
internal_weight=0 3712 1425 191 1234 141 1187 192 116 2287 94 2193 218 163 1975 100 1875 1785 995 114 881
internal_count=3759 3712 1425 191 1234 141 1187 192 116 2287 94 2193 218 163 1975 100 1875 1785 995 114 881
is_linear=0
shrinkage=0.0995203


Tree=2038
num_leaves=18
num_cat=0
split_feature=19 2 1 3 3 3 18 1 18 4 18 5 6 6 5 1 4
split_gain=0.0625445 0.0462825 0.0459505 0.148915 0.232076 0.206746 0.121694 0.473536 0.33181 0.104048 0.127892 0.0981868 0.0953885 0.405778 0.249402 0.0884162 0.0909435
threshold=-0.10411999999999999 -0.24206999999999998 -0.0088199999999999997 0.10325000000000002 0.10669500000000003 0.10057000000000002 -0.087724999999999984 0.0015850000000000003 -0.081229999999999983 0.12205500000000002 -0.067924999999999999 0.5124350000000002 -0.074054999999999996 -0.055679999999999993 -0.052494999999999993 -0.010764999999999999 0.08858000000000002
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 15 7 -4 -8 10 -6 -9 14 -14 -10 16 -3
right_child=1 2 6 4 9 -7 8 11 12 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.0030626846364581223 -0.0031455076905359631 -0.00028521673415005783 0.010193275754807352 0.0079354820918843411 0.00323205525285298 -0.006316553561450557 -0.0090550643793732254 -0.0035266810024441775 -0.00044773832924836716 0.0045337791244117256 -0.0013454992015958468 0.0014099199617306742 0.009597541007135002 -0.00052919250793983423 -0.0057113278116148287 0.0035963651525654974 0.0026248358452990073
leaf_weight=64 48 1584 50 56 90 52 47 75 765 67 184 85 46 264 101 67 114
leaf_count=64 48 1584 50 56 90 52 47 75 765 67 184 85 46 264 101 67 114
internal_value=0 -7.51672e-05 -3.45324e-05 0.000249425 0.00199567 -0.000131666 -0.00047382 0.00173812 -0.0008543 0.00101782 0.00015509 -0.000898996 -0.000525852 0.000970845 -0.00106257 5.00877e-05 -8.936e-05
internal_weight=0 3695 3647 2214 397 1817 1433 210 1223 341 274 160 1176 310 866 1765 1698
internal_count=3759 3695 3647 2214 397 1817 1433 210 1223 341 274 160 1176 310 866 1765 1698
is_linear=0
shrinkage=0.0995203


Tree=2039
num_leaves=10
num_cat=0
split_feature=19 27 4 4 8 9 8 9 36
split_gain=0.0507154 0.047732 0.0565442 0.102323 0.0732785 0.16773 0.0649666 0.0637766 0.0595211
threshold=-0.10411999999999999 -0.086859999999999993 0.13752500000000004 0.13312000000000004 -0.51030999999999993 -0.10165 -0.057284999999999996 -0.20504500000000001 0.086430000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -4 -7
right_child=1 2 6 -5 5 8 -8 -9 -10
leaf_value=0.0027578856369377385 -0.0026050905600650048 0.0035737440133276227 0.0028680232030239309 -0.0041090130004579842 -0.0053029702930560522 6.7920853640867452e-05 0.0045810145282788985 -0.0019909513226549044 -0.0029290422747965767
leaf_weight=64 72 55 52 62 60 3217 55 55 67
leaf_count=64 72 55 52 62 60 3217 55 55 67
internal_value=0 -6.76865e-05 -1.70346e-05 -0.000102319 -2.89933e-05 -8.84937e-05 0.00179994 0.000362769 6.52765e-06
internal_weight=0 3695 3623 3461 3399 3344 162 107 3284
internal_count=3759 3695 3623 3461 3399 3344 162 107 3284
is_linear=0
shrinkage=0.0995203


Tree=2040
num_leaves=11
num_cat=0
split_feature=24 19 9 5 8 18 18 26 26 9
split_gain=0.0552349 0.0498757 0.0519076 0.0912546 0.0721177 0.0553603 0.11169 0.0761896 0.253706 0.095459
threshold=0.10415500000000003 -0.07525999999999998 0.11582000000000002 -0.10586999999999999 -0.00076499999999999995 0.24916000000000005 0.14330000000000004 0.11326500000000002 0.11724000000000002 0.11007500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 9 -9 -3
right_child=-2 2 3 4 -6 -7 -8 8 -10 -11
leaf_value=-0.0023976661715260574 -0.0033058984768478453 0.00010789392175689193 -0.0010449294690294754 0.00090930071535122122 0.005728498918066159 -0.0024838066503570233 0.0040804845742465996 -0.0080430525247820791 -0.00013973182233539941 0.0045826724169078323
leaf_weight=78 48 2950 74 61 63 83 69 49 226 48
leaf_count=78 48 2950 74 61 63 83 69 49 226 48
internal_value=0 9.16415e-05 0.00014546 0.00171231 0.00336437 5.46409e-05 0.000117929 3.41423e-05 -0.00155094 0.000179811
internal_weight=0 3701 3623 198 124 3425 3342 3273 275 2998
internal_count=3749 3701 3623 198 124 3425 3342 3273 275 2998
is_linear=0
shrinkage=0.0995203


Tree=2041
num_leaves=12
num_cat=0
split_feature=21 4 4 4 6 3 3 20 20 26 26
split_gain=0.155923 0.0559192 0.152653 0.127541 0.110503 0.124375 0.142962 0.0862762 0.0866949 0.0723762 0.0660247
threshold=0.15544000000000005 0.12028000000000003 0.11706000000000001 0.11230000000000002 -0.074054999999999996 0.13345500000000002 0.14823500000000003 0.11250000000000003 0.096815000000000026 0.50635500000000022 -0.019129999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 10 -7 8 9 -1 -3
right_child=-2 4 -4 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=1.3041241784442351e-05 0.0045976604977931226 -0.00018617252510627676 0.00547344885770656 -0.0039638439595721924 -0.0044869647852122394 0.0058024751096238123 -0.00094271125047613966 0.0031568482082299071 -0.003599371428650926 0.0039488171559650884 -0.0053470071209240745
leaf_weight=3038 73 48 51 79 81 53 75 88 65 47 51
leaf_count=3038 73 48 51 79 81 53 75 88 65 47 51
internal_value=0 -4.71139e-05 7.00351e-05 -1.27975e-05 -0.0013308 -0.000200989 0.00184382 8.33465e-05 -2.25656e-06 7.32682e-05 -0.00285305
internal_weight=0 3676 3368 3317 308 227 128 3238 3150 3085 99
internal_count=3749 3676 3368 3317 308 227 128 3238 3150 3085 99
is_linear=0
shrinkage=0.0995203


Tree=2042
num_leaves=15
num_cat=0
split_feature=21 4 0 4 4 4 2 2 0 2 9 7 6 9
split_gain=0.126433 0.0454218 0.143858 0.110456 0.109205 0.173032 0.27957 0.232579 0.170156 0.0981886 0.0889231 0.166228 0.123971 0.0905611
threshold=0.15544000000000005 0.094025000000000011 -0.23032 0.099305000000000018 0.08858000000000002 0.079660000000000022 -0.15197999999999998 0.092170000000000016 -0.14795 -0.14091999999999996 0.11351500000000002 0.058975000000000007 0.038300000000000008 -0.25326499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 8 -7 -8 -4 -10 11 12 13 -5
right_child=-2 3 4 10 -6 6 7 -9 9 -11 -12 -13 -14 -15
leaf_value=0.0048833031076402347 0.0041401002539217116 -0.0046405048074104512 0.0059448275188817819 -0.0034214537908771204 0.0044691416316361698 0.0027084333049628853 -0.011525553054518843 -0.0017038070779800474 -0.0043424441183108472 0.00011118662899788797 -0.0044083152221235343 0.0056506983222630001 -0.0054015099873432875 0.0003691832126356062
leaf_weight=62 73 65 49 71 54 49 47 49 50 2520 50 47 47 516
leaf_count=62 73 65 49 71 54 49 47 49 50 2520 50 47 47 516
internal_value=0 -4.24251e-05 0.000141253 -0.000708016 3.66302e-05 -4.96713e-05 -0.00339638 -0.0065209 0.000135305 2.42215e-05 -0.000357222 -5.8582e-05 -0.000483117 -8.79152e-05
internal_weight=0 3676 2880 796 2818 2764 145 96 2619 2570 731 681 634 587
internal_count=3749 3676 2880 796 2818 2764 145 96 2619 2570 731 681 634 587
is_linear=0
shrinkage=0.0995203


Tree=2043
num_leaves=22
num_cat=0
split_feature=21 17 5 5 3 5 6 2 8 5 6 6 3 8 8 17 17 9 8 5 9
split_gain=0.102519 0.044032 0.165986 0.276808 0.247103 0.706082 0.241831 0.139402 0.17165 0.0916591 0.0781751 0.119667 0.207875 0.093091 0.18406 0.252623 0.127441 0.164294 0.108735 0.0817772 0.0725769
threshold=0.15544000000000005 0.11639500000000001 0.058505000000000008 -0.041054999999999994 0.099145000000000025 -0.019465 0.09840500000000002 -0.050194999999999997 -0.081324999999999995 -0.40421499999999994 0.10877500000000002 0.099330000000000016 0.092200000000000018 -0.087129999999999999 -0.08569499999999998 -0.019465 0.0036400000000000009 0.082690000000000027 -0.088734999999999994 -0.013384999999999999 -0.087554999999999994
decision_type=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 6 5 -5 7 9 -9 -3 11 13 -13 16 15 -15 18 -18 -1 -12 -16
right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11 19 12 -14 14 20 -17 17 -19 -20 -21 -22
leaf_value=0.00038174454380249034 0.0037280766349838137 -0.0025456598246963052 0.0043715708552584023 -0.0093612459124414391 -0.010626779641976222 0.0042958528621834411 0.0069574900077898757 -0.00013907914383488477 -0.0080252698267822831 0.0020480353543439402 0.00025973260372339131 -0.0013563432362387598 0.0076597719594444814 -0.0010466019760760959 -0.0025830837917012097 0.0076121515147115973 0.00097220601821767561 -0.0063454196820188387 -0.0027791612729431365 -0.0042177342376126178 0.00036134278293877161
leaf_weight=550 73 59 56 73 47 77 47 64 48 158 79 46 56 57 87 80 48 82 134 82 1746
leaf_count=550 73 59 56 73 47 77 47 64 48 158 79 46 56 57 87 80 48 82 134 82 1746
internal_value=0 -3.81808e-05 -0.000796435 -0.00130294 -0.00432512 -0.00234515 0.000278315 -0.000673366 -0.00352619 0.000795286 0.000118079 0.000237395 0.00358566 0.000114428 0.000484606 0.00400363 -0.000780453 -0.00363723 -0.000236301 -0.00201563 0.000221144
internal_weight=0 3676 629 573 197 150 376 329 112 217 3047 2886 102 2784 1970 137 814 130 684 161 1833
internal_count=3749 3676 629 573 197 150 376 329 112 217 3047 2886 102 2784 1970 137 814 130 684 161 1833
is_linear=0
shrinkage=0.0995203


Tree=2044
num_leaves=15
num_cat=0
split_feature=23 2 1 18 3 1 18 18 18 18 2 9 0 9
split_gain=0.0917187 0.0731694 0.158964 0.0758278 0.210266 0.411706 0.127471 0.12959 0.112254 0.11158 0.0964892 0.161385 0.208979 0.189317
threshold=-0.068919999999999995 0.31534000000000012 0.0013500000000000003 -0.022504999999999997 0.084235000000000018 -0.09225499999999999 -0.017129999999999996 -0.013125 -0.010395 -0.0086449999999999982 0.10674000000000002 0.083875000000000019 -0.090394999999999989 0.084290000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 -5 -8 -9 -10 11 12 -6 -13
right_child=1 2 -4 6 10 -7 7 8 9 -11 -12 13 -14 -15
leaf_value=0.0044020115332625998 0.0010263200120534542 0.0013848589939264139 -0.0056107259453085194 0.0051215218015074736 0.0009354502627726978 -0.011452951877510964 -0.003780230539009236 0.0039781358281572301 -0.0039209705124166119 0.00043809678367907933 0.003998699543155404 0.0063460685142457075 -0.0054209012902215192 -0.00011770311536456353
leaf_weight=47 56 60 69 56 86 49 74 86 60 1869 53 47 126 991
leaf_count=47 56 60 69 56 86 49 74 86 60 1869 53 47 126 991
internal_value=0 -2.21656e-05 -0.00235062 6.21441e-05 -0.000505054 -0.00478955 0.00043484 0.000308812 0.000459387 0.000302087 -0.000159167 -0.000336116 -0.00283852 0.000174184
internal_weight=0 3682 129 3553 1408 105 2145 2089 2015 1929 1303 1250 212 1038
internal_count=3729 3682 129 3553 1408 105 2145 2089 2015 1929 1303 1250 212 1038
is_linear=0
shrinkage=0.0995203


Tree=2045
num_leaves=9
num_cat=0
split_feature=5 7 11 10 11 4 27 4
split_gain=0.112617 0.0780027 0.0599375 0.0895496 0.0535687 0.184149 0.0673294 0.0649485
threshold=0.6362850000000001 0.10781500000000002 0.092640000000000014 0.091445000000000026 -0.11166 0.13864000000000004 0.094335000000000016 0.11474000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 -1 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=0.0049273175179007098 -0.0048102984479411496 0.0041206324351755327 -0.0035293554300861183 0.0041463156039278498 -4.0283814180534665e-05 -0.0049511516081814167 -0.00030184758680989402 0.001835367579344707
leaf_weight=49 47 47 46 53 3171 74 48 194
leaf_count=49 47 47 46 53 3171 74 48 194
internal_value=0 9.2108e-05 3.97946e-05 8.57683e-05 2.46744e-05 -4.01466e-05 0.00233125 6.76086e-05
internal_weight=0 3682 3635 3589 3536 3439 97 3365
internal_count=3729 3682 3635 3589 3536 3439 97 3365
is_linear=0
shrinkage=0.0995203


Tree=2046
num_leaves=22
num_cat=0
split_feature=23 2 1 1 1 0 9 20 20 21 20 8 2 2 20 0 0 17 17 2 8
split_gain=0.0698731 0.0593492 0.12254 0.0719313 0.16777 0.172245 0.127866 0.0938417 0.141082 0.177085 0.166812 0.133557 0.188563 0.201518 0.127475 0.0888541 0.160933 0.0816409 0.176312 0.14379 0.0807561
threshold=-0.068919999999999995 0.31534000000000012 0.0013500000000000003 -0.016029999999999999 -0.031409999999999993 -0.079805000000000001 0.084155000000000021 -0.011044999999999999 -0.053499999999999999 0.094640000000000016 -0.067119999999999999 0.10649000000000002 -0.083665000000000003 -0.080254999999999993 -0.072324999999999987 -0.098749999999999991 -0.15034 0.28919000000000006 0.10932500000000002 -0.069815000000000002 -0.086914999999999992
decision_type=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 15 6 -6 8 10 -10 14 12 20 -14 -5 16 -2 18 -17 -19 -9
right_child=1 2 -4 7 5 -7 -8 11 9 -11 -12 -13 13 -15 -16 17 -18 19 -20 -21 -22
leaf_value=0.0038401255834963682 -0.00033879702115848783 0.0011597863291094137 -0.0049809714809466582 0.0003696577696873912 -0.0090988598728882746 0.0017142551917775706 -0.0024990752541960517 0.0082095106677530626 0 -0.0074348420355821437 0.0055464819214518339 -0.0033775191296991961 -0.0046997621127951097 0.0019261695365254028 -0.0050220991701927379 -0.00031523174339319592 0.006729928059148951 -0.004778169194185165 0.0040711577128384017 0.001132020035520502 0.0026343407267107569
leaf_weight=47 82 60 69 776 52 47 67 60 77 54 59 49 52 359 46 1410 52 99 97 69 46
leaf_count=47 82 60 69 776 52 47 67 60 77 54 59 49 52 359 46 1410 52 99 97 69 46
internal_value=0 -2.13909e-05 -0.00211846 5.45177e-05 -0.000345488 -0.00337355 -0.0053899 0.000555677 -1.74732e-05 -0.00306551 0.000434824 0.00158191 0.00205353 0.00108586 6.69331e-05 -6.71697e-05 0.00239818 -0.000264887 -3.23528e-05 -0.0023459 0.00579782
internal_weight=0 3682 129 3553 1975 166 119 1578 1012 131 881 566 517 411 822 1809 134 1675 1507 168 106
internal_count=3729 3682 129 3553 1975 166 119 1578 1012 131 881 566 517 411 822 1809 134 1675 1507 168 106
is_linear=0
shrinkage=0.0995203


Tree=2047
num_leaves=15
num_cat=0
split_feature=5 30 2 4 19 1 29 4 5 1 4 2 2 2
split_gain=0.0925297 0.0590212 0.0932103 0.0769779 0.141987 0.207956 0.181653 0.11815 0.189089 0.261586 0.096221 0.194007 0.149275 0.0538586
threshold=0.6362850000000001 -1.0000000180025095e-35 0.42136500000000005 0.10495500000000003 0.07882500000000002 0.26846000000000009 -0.051204999999999994 0.094995000000000024 -0.088935 -0.047889999999999995 0.08544000000000003 -0.0083149999999999995 0.08666500000000002 0.11804000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 -5 10 -9 -10 12 -12 -3 -7
right_child=-2 2 -4 4 -6 13 -8 8 9 -11 11 -13 -14 -15
leaf_value=0.0036232421130966141 -0.0043631401158076653 8.1451109286821309e-05 -0.0035870298629359313 0.00042055413352233253 -0.0034623458759648201 0.00086447907871214078 0.0066761963530512529 0.0027373355821620391 -0.0011449169712792774 -0.010621291656340827 -0.002456310916184186 0.0050910712220265464 -0.0036609084407325859 -0.0022979595946415825
leaf_weight=46 47 2613 69 75 57 198 120 47 78 46 51 99 110 73
leaf_count=46 47 2613 69 75 57 198 120 47 78 46 51 99 110 73
internal_value=0 8.05921e-05 3.55479e-05 0.000105853 0.00122131 0.00179597 0.00427438 -8.55298e-05 -0.00262707 -0.00466695 6.54568e-05 0.0025195 -6.9427e-05 9.58344e-06
internal_weight=0 3682 3636 3567 523 466 195 3044 171 124 2873 150 2723 271
internal_count=3729 3682 3636 3567 523 466 195 3044 171 124 2873 150 2723 271
is_linear=0
shrinkage=0.0995203


Tree=2048
num_leaves=35
num_cat=0
split_feature=0 3 17 17 0 0 17 0 1 0 3 3 3 3 21 0 8 3 3 3 3 0 17 0 3 17 17 3 0 3 17 0 8 0
split_gain=0.0597051 0.115489 0.223057 0.167431 0.174317 0.243017 0.286431 0.195895 0.222894 0.188423 0.108611 0.436307 0.27254 0.19271 0.274585 0.342565 0.0960068 0.382183 0.301555 0.273919 0.229913 0.0908092 0.181657 0.0830719 0.114385 0.322612 0.234705 0.355865 0.142954 0.156811 0.131191 0.199474 0.130828 0.101158
threshold=-0.089674999999999991 0.088115000000000013 0.11639500000000001 0.066010000000000027 -0.085684999999999997 -0.084154999999999994 -0.011514999999999999 -0.086775000000000005 -0.082195000000000004 -0.083039999999999989 0.091225000000000014 0.090695000000000012 0.091865000000000016 0.090205000000000021 0.085190000000000016 -0.084084999999999993 -0.081055000000000002 0.09304500000000003 0.095240000000000019 0.094185000000000033 0.10583000000000002 -0.091935000000000003 -0.01857 -0.093765000000000001 0.088285000000000016 -0.089699999999999988 0.077740000000000017 0.085965000000000028 -0.10806499999999999 0.091140000000000013 -0.043894999999999997 -0.12236 -1.0000000180025095e-35 -0.10148
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 2 3 4 7 6 -6 8 -2 -7 11 13 -12 14 15 -3 18 -18 -14 -19 -20 23 -23 24 25 -1 27 -27 30 -30 32 -32 -26 -31
right_child=1 10 -4 -5 5 9 -8 -9 -10 -11 12 -13 16 -15 -16 -17 17 19 20 -21 -22 22 -24 -25 28 26 -28 -29 29 33 31 -33 -34 -35
leaf_value=-0.0041428921415731885 0.0029579286858174986 -0.0077964846846175955 -0.0072329058148608476 0.0047278473807136285 -0.00090713156252801032 -0.0069730405184716586 0.0092880471588441451 -0.0073629965466572066 -0.0045877392275183709 -0.00044062678164519335 -0.0065195788052526994 0.0097831954447350176 -0.006974970709261126 -0.0056861493807500102 0.0078023391069526968 0.0016635338091357448 0.008635623559820756 -0.0064064550937108491 0.0055662246168699924 0.00055590261672720299 -0.0015606287168337509 -0.0014736083381350683 0.0065849790501675675 -0.003065939526503018 0.00093942844587632931 0.0029220620398612454 -0.00026178001429780489 0.013678611002346576 -0.0073612500387543337 -0.0040392046535192971 -0.0014645464841221494 0.0041377416665336064 0.0072622990923813836 0.0015305405011872761
leaf_weight=61 68 47 57 51 56 50 53 81 90 352 65 56 74 46 52 196 55 60 61 832 169 47 67 68 87 91 79 46 49 55 295 80 52 78
leaf_count=61 68 47 57 51 56 50 53 81 90 352 65 56 74 46 52 196 55 60 61 832 169 47 67 68 87 91 79 46 49 55 295 80 52 78
internal_value=0 -0.000273297 -0.0012159 -0.000786697 -0.00116278 -0.000123491 0.00404265 -0.00338142 -0.00133506 -0.00125515 0.00019835 0.0016414 -0.000236356 0.000301929 0.00123844 -0.000162814 8.94564e-05 0.000584037 -0.00144853 8.66645e-05 0.000325978 0.000588079 0.0032554 0.000295194 0.000530935 0.00224155 0.00404835 0.00653973 -0.000148693 -0.00254657 0.000698769 -0.000267208 0.00331071 -0.000766583
internal_weight=0 2571 858 801 750 511 109 239 158 402 1713 397 1316 341 295 243 1251 947 304 892 230 1155 114 1041 973 277 216 137 696 182 514 375 139 133
internal_count=3726 2571 858 801 750 511 109 239 158 402 1713 397 1316 341 295 243 1251 947 304 892 230 1155 114 1041 973 277 216 137 696 182 514 375 139 133
is_linear=0
shrinkage=0.0995203


Tree=2049
num_leaves=31
num_cat=0
split_feature=26 26 17 6 17 17 17 19 5 26 1 1 5 17 26 26 18 26 26 1 19 12 6 6 26 21 20 8 5 5
split_gain=0.0581148 0.120843 0.278336 0.192387 0.352619 0.1131 0.265772 0.254778 0.227675 0.381737 0.432473 0.378149 0.466985 0.239365 0.178569 0.155503 0.362009 0.215813 0.103738 0.0913679 0.0889082 0.0857914 0.085232 0.207521 0.13762 0.0998085 0.158581 0.0585244 0.13492 0.125732
threshold=0.084645000000000012 0.086365000000000011 -0.082354999999999998 0.085845000000000019 -0.0042049999999999995 -0.067864999999999995 -0.040589999999999994 0.0069650000000000016 -0.082179999999999989 0.091570000000000026 -0.078509999999999983 -0.078509999999999983 -0.091729999999999992 -0.008069999999999999 0.088545000000000026 0.095150000000000026 -0.087989999999999985 0.10089500000000003 0.084435000000000024 -0.089520000000000002 0.11375500000000002 0.08790000000000002 -0.011749999999999998 -0.0087049999999999992 0.056820000000000016 0.086565000000000017 -0.064180000000000001 -0.0077949999999999998 -0.14822499999999997 -0.50544999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 -2 4 -4 7 -7 14 11 10 -10 12 -8 -11 19 16 -16 -17 21 -3 -13 22 24 -24 27 26 -25 29 -29 -1
right_child=1 5 3 -5 -6 6 8 -9 9 13 -12 20 -14 -15 15 17 -18 -19 -20 -21 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.0053613317258898105 -0.0074197174037718442 0.0026805622473006678 0.0022615282970516975 0.003488983414979171 -0.0080240624680934739 -0.0058907614788723034 -0.000183851631466837 -0.0047211141191848133 -0.00062124847932202285 0.0052919819838118214 -0.0085127365314897497 0.00063370959705248925 0.013159711575956416 -0.0005786489892094101 -0.0047728543354122258 0.0089806998930637757 0.0029921732532963989 0.00092676387430783169 0.0049896602647596967 0.0089185277958378894 -0.0041058072238201798 -0.0032760732277178359 -0.0062182140463106659 0.0042413519125589485 0.004759327920043562 -0.0034428174470768863 -0.00022716334555658335 -0.0027641791712825266 0.0010436351666631395 0.00070160934306153064
leaf_weight=70 76 47 68 79 64 87 49 65 155 86 124 265 55 343 111 48 128 106 48 47 46 64 56 96 90 69 434 134 295 321
leaf_count=70 76 47 68 79 64 87 49 65 155 86 124 265 55 343 111 48 128 106 48 47 46 64 56 96 90 69 434 134 295 321
internal_value=0 -0.000361295 -0.00225508 -0.000390944 -0.00271922 -5.23654e-05 -0.000591348 0.00112762 -0.000180068 -0.00126562 -0.00413151 0.00166994 0.00686497 0.000596306 0.00190993 0.000975422 -0.000610753 0.0034424 0.00042872 0.00580826 -6.46805e-05 0.000293825 0.000440338 -0.000424446 0.00106369 0.000115842 0.000580684 0.000657074 -0.000143844 0.00153792
internal_weight=0 2049 287 211 132 1762 1210 552 1123 708 279 415 104 429 487 393 239 154 1677 94 311 1629 1565 655 910 599 530 820 429 391
internal_count=3726 2049 287 211 132 1762 1210 552 1123 708 279 415 104 429 487 393 239 154 1677 94 311 1629 1565 655 910 599 530 820 429 391
is_linear=0
shrinkage=0.0995203


Tree=2050
num_leaves=19
num_cat=0
split_feature=10 3 26 26 3 0 0 26 2 26 8 3 26 0 4 0 4 21
split_gain=0.0530884 0.0625221 0.0649135 0.0903787 0.176874 0.15568 0.156487 0.0872128 0.27414 0.0916905 0.125897 0.109327 0.0811988 0.0711444 0.0884086 0.0945544 0.0821781 0.0479989
threshold=0.093790000000000026 0.17152000000000003 0.084645000000000012 0.086365000000000011 0.084145000000000011 -0.088174999999999989 -0.085894999999999985 0.08734500000000002 -0.082644999999999982 0.088015000000000024 -0.084394999999999984 0.084145000000000011 0.084435000000000024 0.12433000000000002 0.13491500000000003 -0.071029999999999996 0.12631500000000004 0.088120000000000018
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 8 -5 10 -9 -11 13 14 16 -16 -1 -3
right_child=-2 17 3 7 5 6 -8 9 -10 11 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=0.00022161320158287502 -0.0028243571858347347 0.0047301427899956667 0.0035443623828573805 -0.0011193645912545226 0.00058828212128265111 -0.0097827913097832224 -0.0029221986255143499 -0.00061920860128405336 0.007988617385462235 -0.004191729531256936 -0.0070433111823930711 7.8869988526127809e-05 0.0044930883189577128 0.0033635784965711539 0.00039828376972979789 -0.0054511970688012118 0.0038263619844462965 0.00028299898150664627
leaf_weight=1249 65 49 47 88 76 46 118 89 52 62 46 1395 48 73 54 55 66 48
leaf_count=1249 65 49 47 88 76 46 118 89 52 62 46 1395 48 73 54 55 66 48
internal_value=0 4.49215e-05 -2.27002e-05 -0.00039446 -0.00203037 -0.0031255 -0.00485151 -0.00012291 0.00225775 -0.000332779 -0.00281423 -0.000102296 0.000462584 0.000332802 0.000176857 -0.00254578 0.000403159 0.00253793
internal_weight=0 3661 3564 2019 287 240 164 1732 140 1592 135 1457 1545 1497 1424 109 1315 97
internal_count=3726 3661 3564 2019 287 240 164 1732 140 1592 135 1457 1545 1497 1424 109 1315 97
is_linear=0
shrinkage=0.0995203


Tree=2051
num_leaves=25
num_cat=0
split_feature=18 0 1 26 8 21 1 21 1 21 17 0 5 17 0 26 0 26 1 18 17 18 5 8
split_gain=0.0447156 0.0511811 0.0976425 0.140124 0.136236 0.187594 0.364996 0.128044 0.128429 0.127112 0.204387 0.37046 0.108603 0.0817186 0.0788588 0.0696664 0.0842529 0.0660177 0.170737 0.239165 0.149716 0.0839387 0.157542 0.130811
threshold=-0.47082499999999999 -0.089674999999999991 -0.0072799999999999991 -0.086635000000000004 -0.105475 0.095970000000000014 -0.016464999999999997 -0.047889999999999995 0.25544500000000009 1.0000000180025095e-35 0.11180000000000002 -0.13752999999999999 -0.015214999999999999 0.07134500000000002 -0.105055 0.40795000000000009 -0.088594999999999993 0.082250000000000031 -0.0021099999999999995 -0.112385 -0.085715 -0.117225 0.2686150000000001 0.10068500000000002
decision_type=2 2 2 2 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 14 6 -6 8 -4 10 11 -9 13 -11 -5 16 -3 21 19 -19 -20 22 -18 -23
right_child=1 15 7 4 5 -7 -8 9 -10 12 -12 -13 -14 -15 -16 -17 17 18 20 -21 -22 23 -24 -25
leaf_value=0.002951538828230836 -0.0023092198086456469 -0.0039122460961362824 -0.0068085866436006226 0.0023984294425987269 0.002631304231994975 -0.00046352752164414415 0.013406946224780121 0.011920050885493149 -0.00041131378107121276 -0.00054097920700843787 -0.0019289872281771506 -0.00018912643407109332 -0.0046340436854950548 0.0027108285414744857 -0.0030675943858450199 0.0031421860996882372 -0.0063339831886414857 0.0056895384180425217 -0.0072139449595023707 -0.00052884156792819552 -0.0013724874462337398 0.0018287582758600223 0.00050800557653443094 -0.0020513718558163299
leaf_weight=50 66 65 52 56 93 58 47 48 78 349 55 52 52 98 49 57 47 64 67 1424 125 454 114 106
leaf_count=50 66 65 52 56 93 58 47 48 78 349 55 52 52 98 49 57 47 64 67 1424 125 454 114 106
internal_value=0 -4.47647e-05 0.00050429 0.00183937 0.00274572 0.00428259 0.00625469 -0.000123038 -0.00297652 0.000442916 0.00293288 0.0056151 -0.00032888 0.000170114 -0.000144585 -0.000296005 -0.000375808 -0.000279728 -0.000621818 -0.000260834 -0.00341518 0.000516238 -0.00148426 0.00109284
internal_weight=0 3676 1153 369 303 198 140 784 130 654 155 100 499 447 105 2523 2466 2401 1680 1488 192 721 161 560
internal_count=3726 3676 1153 369 303 198 140 784 130 654 155 100 499 447 105 2523 2466 2401 1680 1488 192 721 161 560
is_linear=0
shrinkage=0.0995203


Tree=2052
num_leaves=15
num_cat=0
split_feature=18 6 0 20 0 11 0 17 21 19 4 4 1 9
split_gain=0.0905862 0.346076 0.129647 0.221704 0.21543 0.127217 0.15077 0.202705 0.106864 0.230466 0.0708571 0.115121 0.120425 0.0998291
threshold=0.19545000000000004 0.041585000000000011 -0.072274999999999992 -0.10068000000000001 -0.073464999999999989 -0.075149999999999981 -0.067839999999999998 -0.033249999999999995 0.13276500000000005 1.0000000180025095e-35 0.13752500000000004 0.12719000000000005 0.41897000000000012 0.11891000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 10 -5 7 -7 9 -8 11 12 13 -1
right_child=1 -3 3 5 -6 6 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.00021395661821005266 -0.0020561028084714224 0.0090250767119178007 -0.006090354147474151 -0.0042469515041866964 0.0065625180938118002 -0.0061137990109794088 0.00033280612844743189 0.0011734029036211528 -0.0032352039997493131 0.0076680996552807362 0.003357629814236244 -0.003976641763489411 0.0044287501082414683 -0.0042363501027764096
leaf_weight=2342 63 50 78 84 54 88 550 66 69 46 69 66 66 51
leaf_count=2342 63 50 78 84 54 88 550 66 69 46 69 66 66 51
internal_value=0 0.00283983 -2.12877e-05 -0.000998792 0.000340537 -0.000558082 -0.000178737 -0.0029854 0.000469996 0.000900327 0.000210697 0.000124377 0.000234782 0.000118769
internal_weight=0 113 3629 981 2648 903 819 154 665 596 2594 2525 2459 2393
internal_count=3742 113 3629 981 2648 903 819 154 665 596 2594 2525 2459 2393
is_linear=0
shrinkage=0.0995203


Tree=2053
num_leaves=15
num_cat=0
split_feature=18 6 38 36 0 0 25 26 26 2 17 19 26 26
split_gain=0.0734104 0.280663 0.108936 0.0975669 0.0763195 0.215732 0.102252 0.089091 0.312235 0.177177 0.167223 0.12392 0.0866771 0.0449877
threshold=0.19545000000000004 0.041585000000000011 -0.081409999999999996 0.084475000000000022 -0.072274999999999992 -0.073464999999999989 0.082255000000000023 0.10038000000000001 0.095150000000000026 -0.057419999999999999 -0.042709999999999991 1.0000000180025095e-35 0.085790000000000019 0.14527500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 12 8 11 10 -9 -6 -4 -11
right_child=1 -3 3 -5 7 -7 -8 9 -10 13 -12 -13 -14 -15
leaf_value=-0.0039650991919699743 -0.0018514790151794062 0.008126899909874306 -0.00058323232160129729 0.0038178916917900687 -0.001425605356696421 0.0067333690430318267 0.0046813032634840856 0.00013102918739796451 0.0066561619859744894 0.0032407455727379336 -0.0067004758746725852 0.0029001240869914965 0.00059402930635055575 -0.0010638771820460616
leaf_weight=68 63 50 1163 67 518 50 48 53 60 46 106 75 1325 50
leaf_count=68 63 50 1163 67 518 50 48 53 60 46 106 75 1325 50
internal_value=0 0.00255649 -1.91243e-05 5.59972e-05 -1.59056e-05 0.000259466 0.000131503 -0.000801071 -0.000183686 -0.00237885 -0.00441816 -0.000877126 4.33967e-05 0.000990228
internal_weight=0 113 3629 3561 3494 2586 2536 908 653 255 159 593 2488 96
internal_count=3742 113 3629 3561 3494 2586 2536 908 653 255 159 593 2488 96
is_linear=0
shrinkage=0.0995203


Tree=2054
num_leaves=13
num_cat=0
split_feature=31 0 7 4 5 8 6 4 0 0 10 5
split_gain=0.0601744 0.0950371 0.124522 0.072405 0.126743 0.156775 0.117829 0.0947605 0.0953852 0.0841294 0.0717322 0.0900136
threshold=0.095410000000000009 0.16362500000000005 -0.23835999999999999 0.10845500000000002 0.00093000000000000016 -0.012839999999999999 -0.074569999999999984 0.10495500000000003 -0.076154999999999987 -0.13955999999999999 0.087275000000000019 0.62404000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 6 -6 9 10 -9 -5 11 -4
right_child=-2 -3 3 4 5 -7 -8 8 -10 -11 -12 -13
leaf_value=0.0051549799048408495 0.003591236828887563 -0.0043917646779614164 0.00010126455513303382 -0.0035044130539590673 -9.770905077833131e-05 -0.0077814848560469304 0.0030438372391975864 0.0065307522887538541 0.00010336582386219259 -3.8748061136450905e-05 0.0039827513795108486 -0.0037930760449147224
leaf_weight=47 47 48 2896 103 50 56 83 46 46 214 46 60
leaf_count=47 47 48 2896 103 50 56 83 46 46 214 46 60
internal_value=0 7.431e-06 6.55555e-05 -6.62389e-07 -0.00110453 -0.00416479 -0.00029152 0.000179603 0.00332596 -0.0011674 8.29061e-05 2.19414e-05
internal_weight=0 3695 3647 3600 506 106 400 3094 92 317 3002 2956
internal_count=3742 3695 3647 3600 506 106 400 3094 92 317 3002 2956
is_linear=0
shrinkage=0.0995203


Tree=2055
num_leaves=14
num_cat=0
split_feature=18 20 35 2 36 13 3 26 17 26 26 26 21
split_gain=0.0636206 0.234151 0.0834066 0.119422 0.101303 0.0690797 0.0769925 0.245801 0.189117 0.16637 0.0444904 0.161118 0.114666
threshold=0.19545000000000004 -0.079809999999999992 -0.076159999999999992 -0.015714999999999996 0.084475000000000022 0.080720000000000028 0.084735000000000019 0.08709500000000002 -0.0092949999999999994 0.08598500000000002 0.11444500000000003 0.10924500000000002 0.10254500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 9 -9 -4 11 -8 -12
right_child=1 -3 4 -5 -6 -7 10 8 -10 -11 12 -13 -14
leaf_value=-0.0065137110312365422 0.0074611286003706794 -0.0016522448473089142 0.00094241889906990597 0.00033345822618952411 0.0046954910746232655 -0.0036056646606213907 -9.2366040008786827e-05 0.0017276827103870202 0.010147379399131566 -0.0056127073085161057 -0.00016191596514621333 0.0050001177559286835 -0.0043218006455723974
leaf_weight=47 50 63 208 54 46 52 2639 61 47 47 279 63 86
leaf_count=47 50 63 208 54 46 52 2639 61 47 47 279 63 86
internal_value=0 0.00237298 -2.47659e-05 -0.00284474 5.57328e-05 -5.3271e-06 4.90167e-05 0.00141973 0.00539939 -0.000262571 -0.000112949 2.60677e-05 -0.0011443
internal_weight=0 113 3629 101 3528 3482 3430 363 108 255 3067 2702 365
internal_count=3742 113 3629 101 3528 3482 3430 363 108 255 3067 2702 365
is_linear=0
shrinkage=0.0995203


Tree=2056
num_leaves=9
num_cat=0
split_feature=24 31 10 23 4 4 26 4
split_gain=0.0684828 0.0680013 0.0881349 0.094984 0.0568186 0.0915816 0.0676745 0.0520655
threshold=0.10415500000000003 0.095410000000000009 0.090005000000000016 -0.065019999999999981 0.13962500000000003 0.13491500000000003 -0.092795000000000002 0.15028500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -6
right_child=-2 -3 -4 4 7 -7 -8 -9
leaf_value=-0.004317647954642163 -0.0038613202350243729 0.0037641362280454028 -0.0032532374870068354 0.0015941102292762583 0.00448296703644286 -0.0042486749342289989 -8.6398016645344576e-05 0.00011690231781008549
leaf_weight=50 47 46 85 257 54 50 3098 55
leaf_count=50 47 46 85 257 54 50 3098 55
internal_value=0 -3.79804e-05 -8.6135e-05 -1.03711e-05 5.06834e-05 -2.0678e-05 4.20884e-05 0.00228742
internal_weight=0 3695 3649 3564 3514 3405 3355 109
internal_count=3742 3695 3649 3564 3514 3405 3355 109
is_linear=0
shrinkage=0.0995203


Tree=2057
num_leaves=17
num_cat=0
split_feature=21 29 2 4 4 4 17 2 2 0 3 3 9 0 18 18
split_gain=0.063058 0.0520732 0.0457725 0.316056 0.351503 0.197032 0.186639 0.056909 0.224651 0.617341 0.0849562 0.307245 0.279566 0.0599565 0.0751511 0.119178
threshold=-0.096850000000000006 0.12330000000000002 0.08666500000000002 0.085720000000000018 0.089610000000000009 0.09777000000000001 0.011640000000000003 -0.085944999999999994 -0.086934999999999998 -0.084474999999999995 0.10089500000000003 0.09587500000000003 0.090775000000000022 -0.14824999999999997 0.22074500000000005 0.13881000000000002
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 -6 -7 8 10 -10 11 -2 -12 -9 15 -15
right_child=1 -3 3 4 5 6 -8 13 9 -11 12 -13 -14 14 -16 -17
leaf_value=-0.0026950228503215524 2.3576007304784591e-05 0.0030535841810970504 -0.0062452220286842042 0.0081499734826844285 -0.0067744189256542719 0.0015381165893323359 -0.0042958502859746167 0.0033323940686432354 -0.010938720492400258 0.0023662865124802566 -0.0072446515693615435 0.008512122104685502 0.00068101844913228456 0.00028774432119423466 0.0035692408763024152 -0.0042128577854701815
leaf_weight=89 518 54 91 49 48 221 72 65 69 69 62 46 152 2011 66 60
leaf_count=89 518 54 91 49 48 221 72 65 69 69 62 46 152 2011 66 60
internal_value=0 -1.36473e-05 -5.9896e-05 -0.000963652 0.000266616 -0.000863783 0.000101719 7.92598e-05 -0.000579613 -0.00428029 7.57521e-05 0.000717356 -0.00161138 0.000353713 0.000262729 0.00015696
internal_weight=0 3653 3599 481 390 341 293 3118 916 138 778 564 214 2202 2137 2071
internal_count=3742 3653 3599 481 390 341 293 3118 916 138 778 564 214 2202 2137 2071
is_linear=0
shrinkage=0.0995203


Tree=2058
num_leaves=16
num_cat=0
split_feature=24 21 21 21 21 17 8 21 26 0 1 20 22 3 8
split_gain=0.0543312 0.0604833 0.145644 0.140549 0.121004 0.122046 0.146057 0.208004 0.105373 0.0975653 0.280044 0.103834 0.144165 0.0985847 0.0813103
threshold=0.10415500000000003 0.096415000000000015 0.094640000000000016 0.09865500000000002 0.10107500000000001 0.026115000000000006 -0.078414999999999999 0.10664500000000003 0.086255000000000012 -0.22163999999999998 0.0022300000000000006 0.096815000000000026 0.086035000000000014 0.089535000000000017 -0.069444999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -3 -5 6 8 -8 -6 10 -1 12 13 -11 -7
right_child=-2 3 -4 4 5 14 7 -9 -10 11 -12 -13 -14 -15 -16
leaf_value=-0.0082106984931847801 -0.0034323100203572346 0.005448164991697378 -0.0057813525478376026 -0.004488172818263584 0.00039507333395359163 0.00059430964434921873 -0.0073374629337597148 -0.00012739800056876918 0.0057126069322391828 -0.00064284871822064171 0.0010547356532927652 -0.0042933274825723905 0.0055383342438287443 0.00056093600923714712 0.0057800547282226373
leaf_weight=55 47 59 46 47 90 53 46 288 63 1305 78 55 47 1393 70
leaf_count=55 47 59 46 47 90 53 46 288 63 1305 78 55 47 1393 70
internal_value=0 -2.68342e-05 -0.000224447 0.000794212 0.000375031 0.000751079 4.19265e-05 -0.00112285 0.00259 -0.000137015 -0.00277068 -1.16237e-05 7.38682e-05 -2.10212e-05 0.0035522
internal_weight=0 3695 2979 716 657 610 487 334 153 2933 133 2800 2745 2698 123
internal_count=3742 3695 2979 716 657 610 487 334 153 2933 133 2800 2745 2698 123
is_linear=0
shrinkage=0.0995203


Tree=2059
num_leaves=22
num_cat=0
split_feature=21 8 8 8 26 3 3 21 6 9 9 5 20 2 5 26 21 5 21 21 8
split_gain=0.049075 0.0544992 0.203207 0.135292 0.0899284 0.189359 0.213115 0.192199 0.175739 0.29028 0.172605 0.161304 0.138846 0.167567 0.123005 0.0987987 0.0761352 0.270872 0.151928 0.135016 0.259967
threshold=-0.096850000000000006 -0.085764999999999994 -0.086489999999999997 -0.085289999999999991 0.085355000000000028 0.090765000000000026 0.08888500000000002 0.084795000000000023 -0.082809999999999995 0.083795000000000022 0.081095000000000014 -0.082179999999999989 -0.082784999999999984 -0.080914999999999987 -0.072874999999999981 0.088775000000000021 -0.076335 -0.0080599999999999995 -0.032929999999999994 -0.014264999999999998 -0.084514999999999993
decision_type=2 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 8 6 15 11 12 10 -10 -7 -2 -14 -11 -6 17 -5 -18 -20 -21
right_child=1 3 -4 16 5 7 -8 -9 9 14 -12 -13 13 -15 -16 -17 18 -19 19 20 -22
leaf_value=-0.0023718561751475882 -0.0035204369667733355 0.0052330811142202033 -0.0051363430595734432 0.0064177851485625265 0.0028497265332867046 -0.0011001029503169976 0.0083932680117740615 0.0018457123869436219 -0.0022697354375660656 -0.0035142200111274659 0.0046393630189466694 -0.0085862741291968907 0.0064142911429194262 0.00014828947626281192 -0.0099527180135243493 -0.00084069904653000021 -0.005579170704217846 -0.0031403244227585555 0.0049196775051198929 -0.0061377607468023612 0.00020419461166359864
leaf_weight=89 58 53 89 73 157 67 47 88 115 63 52 50 60 144 56 132 47 49 57 66 2130
leaf_count=89 58 53 89 73 157 67 47 88 115 63 52 50 60 144 56 132 47 49 57 66 2130
internal_value=0 -6.3758e-06 -0.000563776 0.000258593 -0.000189325 0.000719967 0.00217535 -0.00166145 -0.0010885 -0.00279489 -0.000113497 -0.00430632 0.000771091 0.00199525 -0.00655098 0.0011613 0.0001494 0.00257216 2.05322e-05 0.000137711 1.32165e-05
internal_weight=0 3653 1178 2475 1089 541 336 205 548 286 167 117 262 204 119 289 2422 122 2300 2253 2196
internal_count=3742 3653 1178 2475 1089 541 336 205 548 286 167 117 262 204 119 289 2422 122 2300 2253 2196
is_linear=0
shrinkage=0.0995203


Tree=2060
num_leaves=28
num_cat=0
split_feature=3 3 1 2 0 1 3 3 3 0 17 3 26 3 2 8 0 26 2 2 17 17 8 6 26 26 18
split_gain=0.0690935 0.195383 0.125888 0.131256 0.122124 0.0867365 0.166389 0.26701 0.137886 0.288479 0.179965 0.139039 0.108 0.182801 0.278205 0.252288 0.210413 0.113107 0.10697 0.071764 0.0650422 0.139198 0.625032 0.234242 0.128318 0.246799 0.194458
threshold=0.083955000000000016 0.08345000000000001 0.039665000000000013 -0.0043799999999999993 -0.09937 0.058455000000000014 0.093835000000000016 0.10174000000000002 0.11404500000000002 -0.110495 0.12439000000000001 0.12015500000000003 0.10924500000000002 0.090595000000000023 -0.080069999999999988 -0.068099999999999994 -0.065519999999999981 0.10393000000000002 -0.0023849999999999995 -0.080555000000000002 -0.022884999999999999 -0.011174999999999999 -0.086914999999999992 0.085845000000000019 0.086895000000000014 0.084645000000000012 -0.087989999999999985
decision_type=2 2 2 2 2 2 2 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 -1 12 -7 -8 9 18 11 -10 17 -14 -15 -16 -17 20 -9 -6 24 22 -22 -23 25 -2 -26
right_child=5 -3 3 -5 19 6 7 8 10 -11 -12 -13 13 14 15 16 -18 -19 -20 -21 21 23 -24 -25 26 -27 -28
leaf_value=-0.005462570702732668 0.00047049211272580762 0.0062811069826874486 0.00037903846838919066 0.0069170441252886629 0.002489871585436061 -0.0056458315078935957 0.0051604626705273743 0.0026763148357095115 0.0029162406008254142 -0.010109478894354307 0.0052513929367655008 -0.0022681482267941184 0.0067405221914419011 -0.0058906633961373417 0.0068769490820437679 -0.002984944097442834 0.0042840540939021966 -0.0048171731020249077 -0.0039695463189574438 -0.0017517948537922076 0.0047313859477452064 -0.0016402848674066865 -0.0094216064186180715 0.0014503006321040205 -0.00072533897236558861 -0.0045635314948564362 0.0036123568888150217
leaf_weight=51 626 64 87 47 71 73 70 46 64 50 49 255 60 52 76 98 66 50 50 89 52 512 76 462 171 114 254
leaf_count=51 626 64 87 47 71 73 70 46 64 50 49 255 60 52 76 98 66 50 50 89 52 512 76 462 171 114 254
internal_value=0 0.00123024 0.000290891 0.00267833 -0.00122142 -0.000140479 -0.00116493 -0.00060341 -0.00138997 -0.00397836 -0.000360822 -0.00122545 0.000111392 0.00173576 0.000704583 0.00213696 -5.46235e-05 -0.00013503 -0.000776544 0.000125328 -3.14016e-05 -0.000579835 -0.00366556 -0.000173479 0.000486672 -0.000303914 0.00186515
internal_weight=0 409 345 134 211 3326 657 584 514 146 368 319 2669 352 292 240 164 2317 96 160 2267 1102 128 974 1165 740 425
internal_count=3735 409 345 134 211 3326 657 584 514 146 368 319 2669 352 292 240 164 2317 96 160 2267 1102 128 974 1165 740 425
is_linear=0
shrinkage=0.0995203


Tree=2061
num_leaves=17
num_cat=0
split_feature=1 0 5 9 5 5 17 17 2 0 0 2 17 21 19 2
split_gain=0.0623614 0.134005 0.116983 0.0751458 0.0769865 0.133068 0.118091 0.315695 0.111233 0.0835048 0.133956 0.102693 0.206592 0.135808 0.0438488 0.0429453
threshold=-0.50388999999999995 0.12346000000000003 0.27287000000000011 -0.22988499999999998 -0.11930499999999999 -0.10586999999999999 0.14342500000000005 0.10932500000000002 -0.069815000000000002 -0.066264999999999991 -0.03431 -0.081734999999999988 0.32384000000000007 0.08167000000000002 0.077805000000000027 -0.24151999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 14 -2 9 -6 7 -7 -8 11 -11 13 -13 -5 -1 -3
right_child=1 15 -4 4 5 6 8 -9 -10 10 -12 12 -14 -15 -16 -17
leaf_value=-0.001435673983191454 0.0031398460020284936 -0.0059385969446132669 0.0061023329361176082 -0.001950854469081305 0.0055070320514994569 0.00019467556047481202 -0.0028047050968914287 0.0082706351254325707 0.0010032013423479655 0.0049348254274896499 -0.0016690523620215283 -0.0030264327911767612 0.0038293606543741937 0.0037955046148333859 0.0025035738409003036 -0.001715017499149448
leaf_weight=67 75 46 47 89 46 2237 239 49 111 57 65 384 49 75 48 51
leaf_count=67 75 46 47 89 46 2237 239 49 111 57 65 384 49 75 48 51
internal_value=0 -7.78813e-05 0.00191846 2.36973e-05 -4.47804e-05 0.000200128 0.000107208 0.000368141 -0.00159472 -0.00095947 0.00140966 -0.00144498 -0.00224871 0.000672062 0.000201416 -0.00372639
internal_weight=0 3573 162 3476 3401 2682 2636 2286 350 719 122 597 433 164 115 97
internal_count=3735 3573 162 3476 3401 2682 2636 2286 350 719 122 597 433 164 115 97
is_linear=0
shrinkage=0.0995203


Tree=2062
num_leaves=22
num_cat=0
split_feature=3 5 5 17 3 2 0 17 17 21 21 20 19 19 1 26 3 1 5 0 2
split_gain=0.0567319 0.224287 0.314149 0.173169 0.114074 0.0950713 0.0660027 0.143867 0.236253 0.189069 0.183524 0.295294 0.0653793 0.154955 0.0960852 0.120949 0.081747 0.064552 0.127465 0.0955261 0.0465724
threshold=0.083955000000000016 0.066815000000000027 -0.0089549999999999994 0.0084900000000000028 -0.0043349999999999994 -0.08569499999999998 -0.14909499999999998 0.22924500000000006 0.0084900000000000028 -0.075024999999999994 0.09296500000000002 -0.022974999999999999 0.11028000000000003 0.10583000000000002 -0.019239999999999997 0.086515000000000022 0.084505000000000011 -0.06551499999999999 -0.087699999999999986 -0.030209999999999997 -0.021165
decision_type=2 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 20 -6 7 8 9 -2 11 -11 13 16 -14 -16 -8 18 -18 -19 -1
right_child=6 -3 -4 -5 5 -7 12 -9 -10 10 -12 -13 14 -15 15 -17 17 19 -20 -21 -22
leaf_value=0.0038656079390571255 0.0045522472262214805 -0.0048570125282250669 0.0082205253219663019 0.0047233619475680316 5.9602854589205882e-05 -0.005659119972773765 -0.0028939529147915012 0.0029876749918586816 -0.0089629968929916641 -0.0099397203061042123 0.0017129688251188956 0.00048177003392748833 -0.0043997970757255391 0.0057595109156198289 0.002809090854223584 -0.0026079896425336285 0.0036486707743210623 -0.00014332157568532468 0.00033680318765273346 -0.004616511142089854 -0.00044082404150631844
leaf_weight=48 46 54 66 75 54 61 90 58 46 58 61 50 79 48 74 91 129 1370 1077 49 51
leaf_count=48 46 54 66 75 54 61 90 58 46 58 61 50 79 48 74 91 129 1370 1077 49 51
internal_value=0 0.00111396 0.00202452 0.000606684 -0.000832253 -0.00296669 -0.000128105 -0.00148927 -0.00248729 -0.00109798 -0.00264075 -0.00510738 1.6023e-05 0.000154194 -0.00154524 -0.00017355 5.47929e-05 0.000156205 0.000691737 -0.000298364 0.00163887
internal_weight=0 409 355 289 214 115 3326 319 261 215 169 108 3007 2763 244 165 2715 2625 1206 1419 99
internal_count=3735 409 355 289 214 115 3326 319 261 215 169 108 3007 2763 244 165 2715 2625 1206 1419 99
is_linear=0
shrinkage=0.0995203


Tree=2063
num_leaves=22
num_cat=0
split_feature=21 21 19 3 6 3 20 21 17 21 7 17 4 18 2 18 26 20 17 2 2
split_gain=0.047134 0.127523 0.127322 0.115629 0.244728 0.233285 0.16642 0.148978 0.140361 0.163131 0.0845048 0.0897887 0.170269 0.158734 0.228077 0.148354 0.10928 0.0740428 0.179581 0.110474 0.0251407
threshold=0.08927000000000003 0.088010000000000019 0.11174500000000002 0.089095000000000021 -0.088734999999999994 0.091065000000000021 -0.092114999999999989 0.11347500000000002 -0.47196999999999995 0.10787500000000003 0.085015000000000021 -0.17385999999999999 0.10477500000000002 -0.098315 -0.018864999999999996 -0.015979999999999998 0.089625000000000024 -0.073489999999999986 0.047990000000000012 -0.07360499999999999 -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
left_child=1 2 10 4 20 -5 7 -7 9 -8 11 12 15 14 -13 -1 -15 18 -10 -19 -2
right_child=3 -3 -4 5 -6 6 8 -9 17 -11 -12 13 -14 16 -16 -17 -18 19 -20 -21 -22
leaf_value=0.0047894032982212075 0.00052569531250742257 0.0046517212746053881 -0.003839895083627178 -0.0060317658194402012 0.0070593331747557785 -0.0071288685685820226 -0.00029959030498947445 4.0828797676565218e-05 -0.0041661352459963575 0.0076522704947006347 -0.0030947117068256163 -0.0068011258712124441 -0.0032946238580196297 0.00087307887458994637 0.0018147632273254187 -0.0004790248511423796 -0.00063523379225979598 0.0032247639273037211 0.0028104366259410173 -0.00066250057437402751 -0.002603883666348384
leaf_weight=163 50 63 78 83 58 65 53 51 128 49 73 75 50 1324 51 78 742 95 51 304 51
leaf_count=163 50 63 78 83 58 65 53 51 128 49 73 75 50 1324 51 78 742 95 51 304 51
internal_value=0 0.000226487 0.000120333 -0.000562699 0.00190521 -0.00101004 -0.000485393 -0.00396962 0.000107771 0.0035124 0.000241506 0.00033992 0.00198261 0.00012147 -0.00330725 0.00308087 0.000330975 -0.00049163 -0.00217382 0.000260987 -0.00104648
internal_weight=0 2697 2634 1038 159 879 796 116 680 102 2556 2483 291 2192 126 241 2066 578 179 399 101
internal_count=3735 2697 2634 1038 159 879 796 116 680 102 2556 2483 291 2192 126 241 2066 578 179 399 101
is_linear=0
shrinkage=0.0995203


Tree=2064
num_leaves=21
num_cat=0
split_feature=19 17 1 9 6 8 3 17 8 17 8 2 2 17 17 8 26 17 17 6
split_gain=0.0761534 0.0726932 0.139683 0.267668 0.128842 0.0944671 0.137676 0.13573 0.123167 0.070673 0.297146 0.0911776 0.187725 0.166581 0.163643 0.125975 0.210321 0.15418 0.233202 0.212467
threshold=0.13980000000000004 -0.16207999999999997 -0.0083149999999999995 0.09649000000000002 -0.069354999999999986 -0.090704999999999994 0.086015000000000022 -0.24445500000000001 -0.073999999999999996 -0.13530499999999998 -0.082739999999999994 -0.082404999999999992 -0.082830000000000001 -0.090304999999999996 -0.081674999999999998 1.0000000180025095e-35 -0.063069999999999987 0.0084900000000000028 0.033280000000000011 0.11056500000000001
decision_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 -1 -7 8 -8 10 -3 12 13 -11 -15 17 -17 19 -19 -13
right_child=-2 9 3 -5 -6 6 7 -9 -10 11 -12 15 -14 14 -16 16 -18 18 -20 -21
leaf_value=0.0021038794872082493 0.0036603876650577417 -0.0028204669990627295 0.0010058092986270166 -0.0030548575680995212 0.0081452429138615477 -0.006658117475444301 -0.0051818248637479037 0.0029266807910009285 -0.0011199623478941906 -0.0047897233348585585 0.0061357358981252606 0.0016735415531014014 -0.0061326974497279332 0.0049544813731951772 -0.00040350409509796504 0.0013340261649435405 -0.0076130458637267877 -0.0071052506598912168 -4.5124803149313552e-05 -0.0046732114274889497
leaf_weight=54 54 65 48 76 53 62 106 56 247 79 84 1020 61 61 758 54 50 50 636 55
leaf_count=54 54 65 48 76 53 62 106 56 247 79 84 1020 61 61 758 54 50 50 636 55
internal_value=0 -0.000104078 -0.00101507 0.00140004 0.00476035 -0.00183086 -0.00228372 -0.00161861 -0.00234199 0.000110754 0.00222317 -4.11978e-07 -0.000789295 -0.000425413 -3.43577e-06 0.0004048 -0.00295958 0.000603957 -0.000560905 0.00134806
internal_weight=0 3675 702 177 101 525 471 409 353 2973 149 2824 959 898 819 1865 104 1761 686 1075
internal_count=3729 3675 702 177 101 525 471 409 353 2973 149 2824 959 898 819 1865 104 1761 686 1075
is_linear=0
shrinkage=0.0995203


Tree=2065
num_leaves=17
num_cat=0
split_feature=2 1 27 8 17 8 8 26 8 8 27 19 2 5 2 19
split_gain=0.065369 0.125377 0.0950071 0.134612 0.222187 0.151176 0.185286 0.103828 0.0778195 0.0764099 0.0713493 0.0615696 0.0635001 0.384836 0.184792 0.072025
threshold=-0.087129999999999999 -0.50954999999999984 0.076710000000000014 0.10528000000000003 0.0041300000000000009 0.095620000000000024 0.0017700000000000003 0.09032500000000003 0.18287500000000004 0.10528000000000003 -0.059829999999999994 0.13695500000000002 -0.086050000000000001 -0.0087549999999999989 -0.085599999999999996 0.11896000000000002
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 -3 -4 -5 10 -2 12 13 -12 -14 -16
right_child=9 2 7 8 -6 -7 -8 -9 -10 -11 11 -13 14 -15 15 -17
leaf_value=0.0039204332340695746 -0.0035899104897112802 -0.0019040414122102106 0.0032122392289240368 0.0031604241289147979 -0.007052117874338527 -0.0061080993400262429 0.0038214106742621395 -0.0023466335746163253 -0.0018299167982178631 -0.0029423366303137446 0.0074319741231703134 0.0034470901030120484 -0.005187251568476982 -0.0028525645696112572 0.00036833878495912484 -0.0025444132573643179
leaf_weight=51 47 251 89 76 87 59 72 53 52 76 72 61 63 72 2461 87
leaf_count=51 47 251 89 76 87 59 72 53 52 76 72 61 63 72 2461 87
internal_value=0 -0.00084834 -0.00117855 -0.00172943 -0.00251067 -0.00147422 -0.000625245 0.00113168 0.0011267 0.000171321 0.00025426 0.000318712 0.000249147 0.00228402 0.000136608 0.000268563
internal_weight=0 790 739 597 469 382 323 142 128 2939 2863 2816 2755 144 2611 2548
internal_count=3729 790 739 597 469 382 323 142 128 2939 2863 2816 2755 144 2611 2548
is_linear=0
shrinkage=0.0995203


Tree=2066
num_leaves=32
num_cat=0
split_feature=5 5 6 2 20 20 26 17 5 5 5 2 3 2 2 2 26 2 18 2 17 17 4 2 5 18 18 18 17 21 5
split_gain=0.0593081 0.119346 0.267341 0.128285 0.40225 0.120573 0.154494 0.226599 0.100078 0.0679051 0.0652797 0.220281 0.212244 0.185593 0.0811402 0.132285 0.348683 0.178711 0.12078 0.122635 0.11246 0.22597 0.2899 0.197005 0.133946 0.275153 0.20102 0.112269 0.0908974 0.0814775 0.133419
threshold=0.19791500000000004 0.26245000000000007 0.041585000000000011 -0.082954999999999987 -0.081324999999999995 -0.076005000000000003 0.097125000000000031 -0.40451500000000001 0.4115950000000001 0.63223000000000018 0.065520000000000023 -0.08569499999999998 0.098225000000000021 -0.097214999999999996 -0.084674999999999986 -0.086050000000000001 0.088115000000000013 -0.086440000000000003 -0.088855000000000003 -0.097754999999999995 -0.087770000000000001 -0.07107999999999999 0.087965000000000029 -0.082275000000000001 -0.040404999999999996 -0.046804999999999992 -0.0063699999999999998 -0.082304999999999989 -0.0096999999999999986 0.085190000000000016 0.0029100000000000007
decision_type=2 2 2 2 2 2 2 2 2 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 8 -5 -6 7 -7 -3 -10 14 13 -13 -12 15 17 28 18 19 -1 23 22 -22 -16 25 -23 -26 -20 -17 30 -25
right_child=1 3 -4 4 5 6 -8 -9 9 -11 11 12 -14 -15 20 16 -18 -19 27 -21 21 24 -24 29 26 -27 -28 -29 -30 -31 -32
leaf_value=0.00030919875399287687 -0.0080907373587254649 -0.0056477469227965349 0.0017226875628405438 0.0093152758969245603 -0.0037572867436661424 0.0071351747579200316 -0.0030007991244646588 -0.0016731992669664322 0.0014207193911241608 -0.0035408365477587809 0.0010686846143359192 -0.0045008215638710847 0.0037069146900323203 0.0098430695219883131 0.0034917269314494481 0.0030071052590679511 -0.010730683270265383 0.0056504630630845303 0.0043366100428090379 -0.0055858030044381507 0.0098204472338202786 -0.0075766965987739245 0.00032412262120983649 -0.0049501254060864827 0.00052731402778350388 2.9940970611513107e-05 0.005151919452665089 -0.0004982244796656166 -0.0032151533552306592 -0.0059217918493839027 0.002254051971324647
leaf_weight=58 64 62 48 48 82 62 66 54 65 47 49 72 55 47 54 46 46 47 54 87 58 49 71 54 385 1209 123 399 47 73 48
leaf_count=58 64 62 48 48 82 62 66 54 65 47 49 72 55 47 54 46 46 47 54 87 58 49 71 54 385 1209 123 399 47 73 48
internal_value=0 -0.000948426 -0.00387768 -0.000271688 0.000933891 -0.000586897 0.000837023 0.00302767 -0.00243812 -0.000654054 0.000133128 0.00177413 -0.000939844 0.00537301 7.00689e-06 -0.000857975 -0.00364314 -0.000256491 -0.000722119 -0.00322216 0.00032667 0.000578732 0.00460014 -0.0017556 0.000284519 -0.000265693 0.00164866 7.63067e-05 -0.000128675 -0.00337945 -0.0015519
internal_weight=0 598 112 486 312 264 182 116 174 112 3131 223 127 96 2908 784 139 645 598 145 2124 1895 129 229 1766 1258 508 453 93 175 102
internal_count=3729 598 112 486 312 264 182 116 174 112 3131 223 127 96 2908 784 139 645 598 145 2124 1895 129 229 1766 1258 508 453 93 175 102
is_linear=0
shrinkage=0.0995203


Tree=2067
num_leaves=20
num_cat=0
split_feature=35 17 1 1 21 3 5 1 18 11 12 0 0 18 18 17 5 26 3
split_gain=0.0506326 0.0630762 0.128406 0.211704 0.247027 0.106448 0.128177 0.189544 0.0951304 0.0814292 0.134483 0.0817203 0.43811 0.235637 0.262304 0.139799 0.091436 0.234058 0.182039
threshold=0.004000000000000001 -0.16207999999999997 -0.0083149999999999995 0.05309500000000001 0.11639500000000003 0.086015000000000022 0.12043500000000003 -0.029404999999999997 -0.11166 -0.085819999999999994 -1.0000000180025095e-35 -0.078289999999999985 -0.079284999999999994 -0.091229999999999992 -0.081229999999999983 -0.0064000000000000003 -0.0037599999999999999 0.08919500000000001 0.081225000000000019
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 -5 -1 -7 8 -8 10 -3 12 16 -13 -15 -16 18 -18 -11
right_child=-2 9 3 4 -6 6 7 -9 -10 11 -12 13 -14 14 15 -17 17 -19 -20
leaf_value=-0.0053851233024013118 -0.0033173696562434217 0.0067875700177052302 0.0068610463341819755 -0.0063140962320674321 0.0025006640007199936 0.0027768298091507397 0.0014603765275699133 -0.0076748781977554895 -0.0021360269925895909 -0.0060462734793871372 -0.00061015789239610521 -0.004098547000699667 -0.0096187026514393224 0.0083401620369254904 0.0031796623095991972 6.0988910744729936e-05 0.0033407270738586561 -0.004550031728156277 -6.9342313529508861e-05
leaf_weight=66 46 48 51 49 88 71 107 48 227 52 49 82 48 52 204 473 194 46 1728
leaf_count=66 46 48 51 49 88 71 107 48 227 52 49 82 48 52 204 473 194 46 1728
internal_value=0 4.76575e-06 -0.000839994 0.00138607 -0.000646086 -0.00164793 -0.00110163 -0.00182464 -0.000981435 0.000205728 0.00304214 0.000109879 -0.00022184 0.000956751 0.00152651 0.00100195 1.04635e-06 0.00182492 -0.000244409
internal_weight=0 3683 707 188 137 519 453 382 334 2976 97 2879 2068 811 729 677 2020 240 1780
internal_count=3729 3683 707 188 137 519 453 382 334 2976 97 2879 2068 811 729 677 2020 240 1780
is_linear=0
shrinkage=0.0995203


Tree=2068
num_leaves=12
num_cat=0
split_feature=5 35 5 7 9 2 1 8 5 5 5
split_gain=0.106327 0.0514274 0.0733143 0.0566123 0.0477878 0.118439 0.232348 0.22814 0.110745 0.286385 0.244836
threshold=0.62931500000000018 -0.083194999999999991 -0.55105499999999996 -0.14493999999999999 0.08486500000000001 -0.082234999999999989 -0.087734999999999994 -0.083849999999999994 -0.011514999999999999 -0.0073899999999999999 -0.014374999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 8 7 -7 -6 10 -10 -5
right_child=-2 2 3 4 5 6 -8 -9 9 -11 -12
leaf_value=0.0029403364338329587 0.003788416995364276 0.0039737697248761073 0.003005987379056425 -0.00029301192179428292 0.0035827147118451946 -0.0059819264286240167 -8.349936214553209e-05 7.9741066889039983e-05 -0.0064145743033932855 -0.00055137775860302537 0.006328429938203952
leaf_weight=61 78 46 60 706 258 70 1207 645 101 453 60
leaf_count=61 78 46 60 706 258 70 1207 645 101 453 60
internal_value=0 7.471e-05 2.60073e-05 -2.47732e-05 -7.69631e-05 0.000208916 -0.000407469 0.0010815 -0.000549716 -0.00162178 0.000224571
internal_weight=0 3667 3606 3560 3500 2180 1277 903 1320 554 766
internal_count=3745 3667 3606 3560 3500 2180 1277 903 1320 554 766
is_linear=0
shrinkage=0.0995203


Tree=2069
num_leaves=8
num_cat=0
split_feature=5 35 5 7 4 4 4
split_gain=0.0862144 0.0417003 0.0594483 0.045906 0.0423321 0.135086 0.0979007
threshold=0.62931500000000018 -0.083194999999999991 -0.55105499999999996 -0.14493999999999999 0.15028500000000003 0.13752500000000004 0.12719000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.0026477136636796641 0.0034113929940748273 0.0035782998218677298 0.0027068308545187482 -2.9506974210648518e-05 -0.0026258559515520813 0.0038041884137120794 -0.0031913084308993617
leaf_weight=61 78 46 60 3248 63 89 100
leaf_count=61 78 46 60 3248 63 89 100
internal_value=0 6.72748e-05 2.33964e-05 -2.23078e-05 -6.9327e-05 -2.22277e-05 -0.00012419
internal_weight=0 3667 3606 3560 3500 3437 3348
internal_count=3745 3667 3606 3560 3500 3437 3348
is_linear=0
shrinkage=0.0995203


Tree=2070
num_leaves=15
num_cat=0
split_feature=5 5 18 3 5 3 5 5 26 8 5 18 11 20
split_gain=0.0707314 0.036939 0.155808 0.120813 0.0626514 0.176789 0.0929964 0.0778361 0.183736 0.234283 0.0757428 0.115792 0.0684679 0.0555003
threshold=0.62720500000000012 0.40249000000000007 -0.10303999999999999 0.11816500000000002 0.26245000000000007 0.096510000000000026 0.23932500000000004 0.065520000000000023 0.088435000000000027 -0.086064999999999989 0.054660000000000007 -0.071844999999999992 -0.15511999999999998 -0.072834999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 7 10 9 -9 12 -12 -1 -5
right_child=-2 2 -4 13 5 -7 -8 8 -10 -11 11 -13 -14 -15
leaf_value=0.0029205946657374121 0.00289574096948946 0.0031802047729345578 -0.0050188396750467891 -0.0044156071623301773 -0.00054752426083971872 0.0065522681320470833 -0.0037662475357723058 -0.0018765699472233592 -0.0019434657940223261 0.0058801344712275955 -0.0063811390288651803 0.00049134657278263527 -1.4950792153292608e-05 0.00043244019090475888
leaf_weight=81 89 85 72 47 91 56 62 55 90 128 46 51 2746 46
leaf_count=81 89 85 72 47 91 56 62 55 90 128 46 51 2746 46
internal_value=0 5.58075e-05 -0.00111145 0.000464472 0.000141724 0.00215159 5.08162e-05 0.000125097 0.00173222 0.00354441 -2.46723e-05 -0.00275933 6.88698e-05 -0.00200885
internal_weight=0 3656 250 178 3406 147 3259 3197 273 183 2924 97 2827 93
internal_count=3745 3656 250 178 3406 147 3259 3197 273 183 2924 97 2827 93
is_linear=0
shrinkage=0.0995203


Tree=2071
num_leaves=21
num_cat=0
split_feature=10 8 10 1 1 1 1 26 9 6 26 8 1 8 18 8 4 26 26 10
split_gain=0.0889481 0.119506 0.0653456 0.0504638 0.190489 0.0933148 0.0763514 0.282714 0.382884 0.207061 0.154733 0.0696081 0.134035 0.121435 0.328282 0.161385 0.100851 0.0664544 0.115041 0.00823225
threshold=0.087045000000000025 -0.10833 0.083010000000000014 -0.091259999999999994 -0.092954999999999996 -0.098224999999999993 -0.084759999999999988 0.088165000000000021 0.087980000000000017 0.086965000000000028 0.086515000000000022 -0.092299999999999993 -0.079629999999999992 -0.087129999999999999 -0.025079999999999998 -0.086489999999999997 0.13271500000000006 0.096685000000000021 0.086985000000000021 0.091870000000000021
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 5 17 7 9 -9 -5 -11 12 -8 14 -13 -15 -14 18 -1 -3
right_child=1 19 -4 6 -6 -7 11 8 -10 10 -12 13 16 15 -16 -17 -18 -19 -20 -21
leaf_value=0.0005081068659757884 -0.0014879001506064215 0.0056450570263604843 -0.0035935025204922072 -0.0042698587084234896 0.0069967673657973448 -0.0032762316710265925 0.0058505505523018591 -0.012090387806359825 -0.00046435059923502893 0.00016098479458439885 0.0079350394194131393 0.0056395057866842754 -0.00035645673153615826 0.0052963051287791942 -0.0033965213909651713 -3.1613946408622217e-05 0.0033732491044157703 -0.0022739113206350563 0.0048401047667414581 0.0036760221568343742
leaf_weight=322 47 46 49 48 47 61 54 49 66 57 46 47 293 58 259 1922 95 58 75 46
leaf_count=322 47 46 49 48 47 61 54 49 66 57 46 47 293 58 259 1922 95 58 75 46
internal_value=0 0.00258157 1.57283e-05 6.5678e-05 0.000930248 0.00037609 -9.66247e-05 -0.00170617 -0.00542517 0.00112076 0.00364084 6.00179e-05 0.0012035 -0.000160717 -0.00200596 0.000124043 0.000554635 0.000867542 0.00132856 0.00466944
internal_weight=0 139 3606 3557 563 516 2994 266 115 151 103 2728 442 2286 306 1980 388 455 397 92
internal_count=3745 139 3606 3557 563 516 2994 266 115 151 103 2728 442 2286 306 1980 388 455 397 92
is_linear=0
shrinkage=0.0995203


Tree=2072
num_leaves=28
num_cat=0
split_feature=6 26 2 8 5 8 3 0 8 26 3 17 3 6 26 26 4 4 36 8 0 21 17 17 6 20 35
split_gain=0.0746102 0.141601 0.153084 0.135315 0.30172 0.188723 0.193591 0.28999 0.147936 0.123771 0.118194 0.199879 0.191393 0.0665634 0.0623095 0.169156 0.133655 0.141855 0.10453 0.125143 0.219974 0.169093 0.141786 0.237131 0.227716 0.10255 0.0873591
threshold=0.049085000000000011 0.11861500000000001 -0.072419999999999998 -0.073999999999999996 -0.082635 -0.065919999999999992 0.10850000000000003 -0.070134999999999989 -0.077074999999999991 0.098495000000000013 0.08895500000000002 0.11639500000000001 0.089895000000000017 1.0000000180025095e-35 0.0054200000000000012 0.082850000000000021 0.11474000000000002 0.077765000000000015 0.084475000000000022 -0.091754999999999989 -0.057604999999999996 0.085815000000000016 -0.065004999999999993 -0.081674999999999998 -0.0087049999999999992 0.096815000000000026 -0.08194499999999999
decision_type=2 2 2 2 2 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 3 -3 8 -5 -6 7 -7 9 10 11 -2 -12 14 18 -16 17 25 19 20 21 -1 23 -21 -24 -17 -20
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 12 -13 -14 -15 15 16 -18 -19 26 22 -22 -23 24 -25 -26 -27 -28
leaf_value=0.0032713145090541651 -0.00068980752909551519 0.0064163023280500138 -0.0010322429850983742 -0.0094192206572012108 -0.006069592581985481 0.0056690079412621682 -0.0049816941113126536 -0.003112553898659273 0.0039777893023975192 -0.0049205143268991267 0.0070713580285981176 -0.0075232163416856573 5.0827143370152115e-05 0.0029567202044178957 0.0062851333223724612 0.00060813420568602602 0.0046506261029270581 -0.0050020706728620334 -0.00049112663477391099 -0.00063976419861228062 -0.0080132347517559536 -0.0039466102572212319 0.0001284506547566983 -0.0078613893814139871 0.0067454765620484228 -0.0039437924627416122 0.0054213079350262944
leaf_weight=58 548 55 54 56 65 87 55 65 70 66 47 46 213 83 50 847 67 52 46 339 60 72 408 52 59 52 53
leaf_count=58 548 55 54 56 65 87 55 65 70 66 47 46 213 83 50 847 67 52 46 339 60 72 408 52 59 52 53
internal_value=0 -0.000726558 0.00271869 -0.00101211 -0.00276446 -0.00139135 7.3706e-05 0.00190835 -0.0004307 -0.000767018 -0.000445063 -0.00122037 0.00132307 0.000189471 8.54072e-05 0.000632728 0.000354301 5.07541e-05 -0.000423503 -0.000716122 -0.00302744 -0.000720008 -0.000203337 -0.00160228 0.000966188 0.000343931 0.00266585
internal_weight=0 1427 109 1318 328 272 207 152 990 920 854 594 260 2298 2215 1068 1018 951 1147 1048 190 130 858 391 467 899 99
internal_count=3725 1427 109 1318 328 272 207 152 990 920 854 594 260 2298 2215 1068 1018 951 1147 1048 190 130 858 391 467 899 99
is_linear=0
shrinkage=0.0995203


Tree=2073
num_leaves=23
num_cat=0
split_feature=6 6 26 18 26 17 26 18 17 9 19 20 4 4 1 4 17 26 8 26 8 26
split_gain=0.0605179 0.132507 0.112468 0.35756 0.115356 0.155312 0.180606 0.306131 0.188992 0.0775416 0.057311 0.0689251 0.0576793 0.185945 0.166245 0.28184 0.266948 0.104116 0.140976 0.13507 0.257669 0.126252
threshold=0.049085000000000011 0.082725000000000021 0.11575500000000001 0.089775000000000021 0.11023000000000002 0.51392000000000015 0.095385000000000011 0.10698500000000001 0.4039100000000001 0.096305000000000016 0.13881500000000005 -0.15398499999999998 0.084545000000000023 0.08858000000000002 -0.0083149999999999995 0.10423500000000002 -0.053765 0.11699500000000003 -0.041669999999999992 0.095150000000000026 -0.07034 0.09271500000000002
decision_type=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 4 -4 5 6 8 -8 -3 -5 11 -1 17 -14 16 -16 -15 19 -19 21 -21 -13
right_child=1 2 3 9 -6 -7 7 -9 -10 -11 -12 12 13 14 15 -17 -18 18 -20 20 -22 -23
leaf_value=0.0037261536890767898 -0.0058523916206707259 -0.0006285488539272137 0.0093032747779485687 -0.003826319394456542 -0.0055949944488133483 0.004987923847245908 -0.0063558138792893419 0.0031200004422786993 0.0059107551707693363 0.0012578182379782219 -0.0031271373273105718 0.00077570016821676456 -0.0051415151264062034 0.00024787134114070329 -0.0063257120074655965 -4.3696833813634169e-05 0.00741167920339486 -0.0055857171680190627 0.0011178196856437711 -0.00032540471119549416 0.0092707032383597936 -0.0039186847398322653
leaf_weight=55 47 899 47 52 48 47 126 46 46 69 51 1032 77 236 86 400 66 61 63 59 52 60
leaf_count=55 47 899 47 52 48 47 126 46 46 69 51 1032 77 236 86 400 66 61 63 59 52 60
internal_value=0 -0.000654365 -0.000476738 0.00193497 -0.000811709 -0.000613757 -0.000850192 -0.00381682 -0.000309367 -0.000920336 0.000170614 0.000245828 0.000158128 -0.000473663 -1.6501e-05 -0.00115701 0.00181618 0.000570576 -0.00217329 0.000854082 0.0041627 0.000517017
internal_weight=0 1427 1380 168 1212 1164 1117 172 945 121 2298 2247 2192 865 788 486 302 1327 124 1203 111 1092
internal_count=3725 1427 1380 168 1212 1164 1117 172 945 121 2298 2247 2192 865 788 486 302 1327 124 1203 111 1092
is_linear=0
shrinkage=0.0995203


Tree=2074
num_leaves=22
num_cat=0
split_feature=5 8 5 20 26 6 17 5 21 5 5 2 6 35 17 2 11 9 7 1 5
split_gain=0.0518081 0.142306 0.139903 0.109961 0.113219 0.161229 0.100692 0.0886969 0.0751854 0.219328 0.183931 0.147988 0.37679 0.147431 0.0917913 0.110606 0.0890565 0.125788 0.115026 0.0549128 0.024316
threshold=0.26245000000000007 -0.076554999999999998 0.27287000000000011 -0.078725000000000003 0.097125000000000031 -0.03764 -0.53896499999999992 0.23932500000000004 0.083050000000000027 0.018455000000000003 0.13648000000000002 0.096520000000000022 -0.095814999999999997 -0.081529999999999991 -0.095109999999999986 -0.084314999999999987 -0.122405 -0.10165 0.086645000000000028 -0.50388999999999995 0.62931500000000018
decision_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 -2 6 5 -5 -3 8 13 11 -11 14 -13 -1 -10 -16 -15 -18 -19 -7 -21
right_child=1 3 -4 4 -6 19 -8 -9 9 10 -12 12 -14 16 15 -17 17 18 -20 20 -22
leaf_value=-0.0057677666259093501 0.0078923263377591417 0.00010827653122522584 0.00050145364965473009 0.0059762371914640761 -0.0031712236763629378 0.0027225806390540289 -0.0060221320241736157 -0.003942706472418114 -0.0032060820140013594 0.0081378043447300034 0.00048540689422692506 0.0021485457623666164 -0.0079914095794756008 0.0037459294171544632 -0.001565801840047691 0.0015119426849260979 -0.0049942423202094166 -0.0004905318860674411 0.0042959148437804826 -0.0027053689089996656 0.00042259648612043884
leaf_weight=52 50 56 52 69 52 54 50 64 60 64 61 72 73 50 147 539 60 1951 51 52 46
leaf_count=52 50 56 52 69 52 54 50 64 60 64 61 72 73 50 147 539 60 1951 51 52 46
internal_value=0 0.000832687 0.00413246 -5.32181e-05 0.00100087 0.00198624 -0.0027757 -0.00027386 -0.000199764 0.000506054 0.00440999 -4.07169e-05 -0.00295075 -0.000531524 0.000523809 0.000851233 -0.000402214 -0.000503196 -0.00036819 0.000169603 -0.00122879
internal_weight=0 481 102 379 273 221 106 3244 3180 1016 125 891 145 2164 746 686 2112 2062 2002 152 98
internal_count=3725 481 102 379 273 221 106 3244 3180 1016 125 891 145 2164 746 686 2112 2062 2002 152 98
is_linear=0
shrinkage=0.0995203


Tree=2075
num_leaves=9
num_cat=0
split_feature=19 35 4 36 12 3 17 3
split_gain=0.0535268 0.0483962 0.137875 0.0487512 0.116199 0.0391627 0.118232 0.0757697
threshold=-0.10411999999999999 0.004000000000000001 0.15615500000000004 0.090760000000000021 -0.0071149999999999989 0.087325000000000028 -0.011809999999999999 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7
right_child=1 -3 -4 -5 5 7 -8 -9
leaf_value=0.002690538634801285 0.004658837693799954 -0.0033421752713706783 0.0052273545376691211 -0.0032235406740173437 0.00034530272887949438 0.0029342477928605759 -0.0019411949497337665 -0.0001223659494935264
leaf_weight=66 49 47 47 52 451 83 444 2486
leaf_count=66 49 47 47 52 451 83 444 2486
internal_value=0 -0.000168553 -0.000127031 -0.000197851 -0.000152832 -0.000221131 -0.00078809 -2.32933e-05
internal_weight=0 3659 3612 3565 3513 3464 895 2569
internal_count=3725 3659 3612 3565 3513 3464 895 2569
is_linear=0
shrinkage=0.0995203


Tree=2076
num_leaves=22
num_cat=0
split_feature=26 9 17 17 17 22 20 9 17 17 6 1 6 6 1 20 17 5 5 17 26
split_gain=0.0995823 0.0541729 0.10022 0.0475058 0.0912828 0.150817 0.175068 0.118212 0.0797686 0.145525 0.210635 0.13286 0.14416 0.322778 0.174888 0.134687 0.180685 0.107388 0.191023 0.12694 0.0619328
threshold=0.5128250000000002 0.12188500000000002 -0.0044799999999999987 -0.16207999999999997 -0.239145 0.081160000000000024 -0.097019999999999995 0.09649000000000002 -0.0090649999999999984 -0.0038549999999999999 0.079640000000000016 -0.007069999999999999 0.088845000000000021 0.087235000000000021 -0.079434999999999992 0.0057800000000000013 -0.084209999999999993 0.054660000000000007 -0.014739999999999998 0.51174000000000019 0.087825000000000028
decision_type=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 -8 11 10 -10 12 13 -5 -14 16 -13 18 -11 -19 -12
right_child=-2 2 -4 8 -6 -7 7 -9 9 17 20 15 14 -15 -16 -17 -18 19 -20 -21 -22
leaf_value=-0.0063587233141620941 -0.0042178615303768317 0.0056315527552646882 -2.7856100493745011e-05 0.0014342677729741776 -0.0036446722641130906 0.0050905175687703157 0.00095798106875311345 -0.0024454496006970192 0.0011701083164980053 1.606549967876592e-05 -0.0034457280845068285 0.0013127740639168901 -0.0018382428714921843 0.0076992801307968388 0.003655060193231593 0.0037153510552533843 -0.0046900047669043068 -0.006772737003915264 0.003466878123495225 0.00039037913194001533 -0.0085964743838664332
leaf_weight=48 50 52 76 512 84 50 339 144 72 1304 48 86 203 97 80 48 117 46 181 52 46
leaf_count=48 50 52 76 512 84 50 339 144 72 1304 48 86 203 97 80 48 117 46 181 52 46
internal_value=0 0.000252828 0.00226488 0.000180193 -0.000577797 -0.000132984 -0.000626381 -5.50116e-05 0.000354772 -6.73186e-05 -0.002871 0.00100136 0.00157089 0.00243349 -0.000282473 -0.00101935 -0.00214292 0.00022617 0.000437221 -0.00296355 -0.00597502
internal_weight=0 3685 128 3557 665 581 531 483 2892 1749 166 1143 892 609 283 251 203 1583 1485 98 94
internal_count=3735 3685 128 3557 665 581 531 483 2892 1749 166 1143 892 609 283 251 203 1583 1485 98 94
is_linear=0
shrinkage=0.0995203


Tree=2077
num_leaves=8
num_cat=0
split_feature=29 8 8 8 36 2 25
split_gain=0.0988907 0.054489 0.0703152 0.0833909 0.0444802 0.0643499 0.0640973
threshold=0.12737000000000004 -0.51030999999999993 -0.44475499999999996 -0.396895 0.091370000000000021 0.14685000000000001 0.083740000000000023
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.0030674374973285283 -0.0042669728165055446 -0.0032858765322717276 0.0041184401052357439 0.00013688858509027511 0.0030664039947737331 -0.0032123764490372556 0.003838658660738542
leaf_weight=66 49 57 54 3354 52 56 47
leaf_count=66 49 57 54 3354 52 56 47
internal_value=0 0.000232851 0.000180945 0.000236636 0.000176666 0.000132962 0.000188286
internal_weight=0 3686 3620 3563 3509 3457 3401
internal_count=3735 3686 3620 3563 3509 3457 3401
is_linear=0
shrinkage=0.0995203


Tree=2078
num_leaves=8
num_cat=0
split_feature=24 23 38 9 4 6 11
split_gain=0.0863421 0.0669084 0.0633395 0.0570294 0.1002 0.0726243 0.055655
threshold=-0.071649999999999991 -0.022119999999999997 -0.082614999999999994 -0.25326499999999996 0.14367000000000005 -0.41548999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7
right_child=1 2 3 4 -6 6 -8
leaf_value=-0.004127814993886007 0.0034260439307672902 0.0034753697945679716 -0.0028186691372474202 -0.0028140778763323226 0.0047205070135189469 -0.0021831008645256029 0.00023516142861736006
leaf_weight=46 63 56 65 83 47 97 3278
leaf_count=46 63 56 65 83 47 97 3278
internal_value=0 0.000209987 0.000153884 0.000101553 0.000155942 9.36647e-05 0.000165416
internal_weight=0 3689 3626 3570 3505 3458 3375
internal_count=3735 3689 3626 3570 3505 3458 3375
is_linear=0
shrinkage=0.0995203


Tree=2079
num_leaves=9
num_cat=0
split_feature=4 4 1 2 4 4 2 2
split_gain=0.0680055 0.0867438 0.0944391 0.0498296 0.0604401 0.0785399 0.0960653 0.0916954
threshold=0.15340500000000004 0.13752500000000004 0.50462500000000021 0.31852000000000008 0.13146500000000003 0.12379000000000003 0.14153500000000005 0.11995000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.00015483689852941493 -0.0031541169877094652 0.0058622207856527265 -6.7422936316194695e-05 -0.0028060329888106575 -0.0026534945583127048 0.0042615548821386823 0.003735647944286206 -0.0038712038563710346
leaf_weight=3260 61 55 51 57 74 47 73 57
leaf_count=3260 61 55 51 57 74 47 73 57
internal_value=0 0.000195691 0.00300156 0.000112103 0.000159711 0.000220519 0.000164251 8.54057e-05
internal_weight=0 3674 106 3568 3511 3437 3390 3317
internal_count=3735 3674 106 3568 3511 3437 3390 3317
is_linear=0
shrinkage=0.0995203


Tree=2080
num_leaves=9
num_cat=0
split_feature=17 19 27 35 29 3 6 0
split_gain=0.0642874 0.0375601 0.0399285 0.0450479 0.0564489 0.0490972 0.165055 0.0582052
threshold=-0.56655999999999984 -0.15196499999999999 -0.086859999999999993 -0.083194999999999991 -0.11156000000000001 0.083875000000000019 0.086275000000000032 -0.079379999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 -7
right_child=1 2 3 4 5 7 -8 -9
leaf_value=-0.0030490736566081153 -0.0027949389926760827 -0.0023358432132313625 0.0028795465657660206 0.0032423049087239976 -0.00019319803371967414 0.00034593836016583054 -0.0061812665070884332 -0.00054859047806339047
leaf_weight=74 50 74 53 51 247 2003 56 1125
leaf_count=74 50 74 53 51 247 2003 56 1125
internal_value=0 -8.5697e-05 -4.79356e-05 0 -4.38723e-05 -9.29582e-05 -0.00130261 2.39551e-05
internal_weight=0 3659 3609 3535 3482 3431 303 3128
internal_count=3733 3659 3609 3535 3482 3431 303 3128
is_linear=0
shrinkage=0.0995203


Tree=2081
num_leaves=16
num_cat=0
split_feature=17 20 6 20 20 6 4 0 4 6 7 4 0 0 22
split_gain=0.0521253 0.0381151 0.102214 0.110416 0.0636088 0.0532954 0.209697 0.0724054 0.134648 0.136469 0.0963105 0.067847 0.0510889 0.097816 0.0232838
threshold=-0.56655999999999984 0.096815000000000026 -0.23069499999999998 0.13407000000000005 0.085920000000000024 -0.14765999999999999 0.089860000000000023 -0.1525 0.082225000000000034 -0.0060199999999999993 0.0061300000000000009 0.11061500000000002 0.0047200000000000011 -0.066264999999999991 0.12975500000000004
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 -2 8 -7 -10 11 -9 13 -8 -5
right_child=1 2 3 14 -6 7 12 10 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.0027456292521572481 -0.0072725490323185928 0.0022303055883177818 -0.0059777618388791717 -0.002019570633286164 0.0031891040344136624 0.00656650430665959 -0.00079451148753881349 0.00013636873456666145 0.0024561308232822284 -0.0040520173952208523 -0.0044755373778399823 -0.0020251051553363689 -0.0031758937425353999 0.0040522363998526708 0.0010032526842685455
leaf_weight=74 49 58 61 54 61 47 156 2674 104 46 48 152 46 56 47
leaf_count=74 49 58 61 54 61 47 156 2674 104 46 48 152 46 56 47
internal_value=0 -7.71907e-05 -0.00134714 -0.00263301 3.81273e-06 -5.3465e-05 -0.00130385 7.12667e-05 0.00191711 0.000454841 -5.49729e-05 1.98214e-05 -0.000167092 0.000481901 -0.000604805
internal_weight=0 3659 220 162 3439 3378 307 3071 197 150 2874 2826 258 212 101
internal_count=3733 3659 220 162 3439 3378 307 3071 197 150 2874 2826 258 212 101
is_linear=0
shrinkage=0.0995203


Tree=2082
num_leaves=17
num_cat=0
split_feature=20 3 38 3 9 9 18 17 3 17 17 17 18 8 8 17
split_gain=0.0454142 0.162699 0.0476408 0.0459036 0.0388554 0.108858 0.191778 0.0938436 0.143081 0.463083 0.0972602 0.269493 0.185106 0.0691472 0.17003 0.101772
threshold=-0.16295499999999999 0.10377500000000002 -0.082614999999999994 0.30793000000000009 0.083760000000000015 0.084115000000000009 -0.020389999999999998 0.011640000000000003 0.086965000000000028 0.13629500000000003 -0.095109999999999986 -0.12118 -0.025879999999999997 -0.078504999999999991 -0.079854999999999995 -0.040589999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 7 6 -6 10 -9 -10 11 -4 -12 14 -7 -15
right_child=2 -3 3 -5 5 13 -8 8 9 -11 12 -13 -14 15 -16 -17
leaf_value=-0.005398512161211161 0.0029115753176371583 0.001479940161399379 0.0010190203406710283 -0.0029471040035576957 0.0010987992709270444 9.0603912795179299e-05 -0.0076595402383118853 0.0022954768451825965 -0.0093232048830232048 0.0017815748065948876 -0.0018599145120942752 -0.0072481572105156716 0.0027061631213554601 -0.0016865983231673391 0.0050374936270686918 0.00021691688597905428
leaf_weight=67 53 69 192 55 47 1208 52 73 66 85 111 49 420 536 73 577
leaf_count=67 53 69 192 55 47 1208 52 73 66 85 111 49 420 536 73 577
internal_value=0 -0.00190269 -4.9631e-05 -9.41464e-05 -4.89382e-05 -0.000259072 -0.00349327 0.000476207 -0.00131558 -0.00306675 0.000997165 -0.000658462 0.00175013 -0.000124985 0.00037315 -0.000699045
internal_weight=0 136 3597 3544 3489 2493 99 996 224 151 772 241 531 2394 1281 1113
internal_count=3733 136 3597 3544 3489 2493 99 996 224 151 772 241 531 2394 1281 1113
is_linear=0
shrinkage=0.0995203


Tree=2083
num_leaves=16
num_cat=0
split_feature=18 20 17 18 2 17 2 17 3 6 6 17 3 17 18
split_gain=0.0439696 0.0644117 0.0436436 0.0459156 0.12422 0.0828039 0.0767678 0.144343 0.0477793 0.130223 0.207759 0.163005 0.126965 0.182805 0.0822609
threshold=0.24916000000000005 -0.076909999999999992 0.6218950000000002 0.11906500000000002 -0.080744999999999997 0.51392000000000015 -0.065999999999999989 0.063160000000000022 0.086965000000000028 0.089165000000000022 0.086420000000000011 -0.0073949999999999997 0.087570000000000023 -0.0092949999999999994 0.11417000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 8 -6 -8 9 10 -1 -11 13 -10 -14
right_child=1 -3 -4 4 6 -7 7 -9 12 11 -12 -13 14 -15 -16
leaf_value=0.00093207969327939282 -0.0047825930009372042 0.00041388410217646157 -0.0027826618647316865 0.0059782104184183237 -0.0026570919196549081 0.0033887966651796487 0.0045684333074584816 -0.0022887613356538314 -3.2081964469133748e-05 0 -0.0026717749493760938 0.008005142968712688 -0.00015783772391548986 -0.0082389147618113136 -0.004241453733435421
leaf_weight=627 48 46 57 46 62 66 71 53 60 53 212 48 2185 49 50
leaf_count=627 48 46 57 46 62 66 71 53 60 53 212 48 2185 49 50
internal_value=0 -0.00223093 -5.04685e-05 -6.76278e-06 0.00134696 -0.000100757 0.000197191 0.00163093 -0.000171138 0.000427874 2.04755e-05 0.003804 -0.000411705 -0.0037289 -0.00024956
internal_weight=0 94 3639 3582 232 3350 186 124 3284 940 839 101 2344 109 2235
internal_count=3733 94 3639 3582 232 3350 186 124 3284 940 839 101 2344 109 2235
is_linear=0
shrinkage=0.0995203


Tree=2084
num_leaves=8
num_cat=0
split_feature=27 30 35 11 3 38 29
split_gain=0.0972721 0.0505699 0.0474212 0.0558805 0.141316 0.0774592 0.10694
threshold=-0.032854999999999995 0.11290000000000001 0.004000000000000001 -0.23394000000000001 0.15108000000000005 -0.080750000000000002 -0.082294999999999993
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=0.0032455227304084102 0.0031987373503998113 -0.0026960284706157331 -0.0032245293670588111 -0.0032329337978355328 -0.005257466599419139 0.0035949720138885302 -8.814458299736927e-07
leaf_weight=88 53 73 46 71 51 84 3281
leaf_count=88 53 73 46 71 51 84 3281
internal_value=0 -0.000102713 -4.96926e-05 -8.20635e-06 -5.71845e-05 1.97643e-05 8.86381e-05
internal_weight=0 3659 3586 3540 3487 3436 3365
internal_count=3747 3659 3586 3540 3487 3436 3365
is_linear=0
shrinkage=0.0995203


Tree=2085
num_leaves=10
num_cat=0
split_feature=26 21 29 6 18 18 0 26 19
split_gain=0.0539631 0.0583651 0.048835 0.0503782 0.0549165 0.145865 0.10339 0.174546 0.0716585
threshold=-0.396395 0.17920500000000003 -0.10671499999999999 0.18621500000000005 0.10085500000000001 0.09679500000000002 -0.14075499999999999 0.090095000000000022 0.11183000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 -6 -8 -4
right_child=1 -3 3 -5 6 -7 7 -9 -10
leaf_value=0.0028898404182104509 0.0030961684474986781 -0.0034478698865175132 -0.0001787887788487128 -0.0032361968887803885 0.0052860809565229193 -0.0053577290827270035 -0.0017833933140644102 0.0021668875806428373 0.0025987893752708745
leaf_weight=62 49 50 2888 49 49 53 194 258 95
leaf_count=62 49 50 2888 49 49 53 194 258 95
internal_value=0 -7.07123e-05 -2.40337e-05 -6.68973e-05 -2.27597e-05 -0.000182285 0.000942309 0.000469602 -9.00564e-05
internal_weight=0 3685 3635 3586 3537 3036 501 452 2983
internal_count=3747 3685 3635 3586 3537 3036 501 452 2983
is_linear=0
shrinkage=0.0995203


Tree=2086
num_leaves=9
num_cat=0
split_feature=26 21 35 11 11 0 0 0
split_gain=0.0437571 0.0473258 0.0419939 0.0739662 0.0925634 0.0701512 0.197298 0.087143
threshold=-0.396395 0.17920500000000003 0.004000000000000001 -0.23394000000000001 -0.085754999999999984 -0.084474999999999995 -0.083995 -0.085794999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 -6
right_child=1 -3 -4 4 5 6 -8 -9
leaf_value=0.0026022429988218749 0.0035730416079310153 -0.0031047369559905626 -0.0030095755270945785 -0.0040187659296604611 -0.00019870306569161089 0.0063113411486155659 0.00026007385154447858 -0.0025352029896689131
leaf_weight=62 57 50 46 57 1425 55 1817 178
leaf_count=62 57 50 46 57 1425 55 1817 178
internal_value=0 -6.3675e-05 -2.16195e-05 1.64489e-05 -4.07162e-05 2.42997e-05 0.0004383 -0.000458663
internal_weight=0 3685 3635 3589 3532 3475 1872 1603
internal_count=3747 3685 3635 3589 3532 3475 1872 1603
is_linear=0
shrinkage=0.0995203


Tree=2087
num_leaves=20
num_cat=0
split_feature=19 18 18 9 9 21 20 5 18 17 5 9 18 6 5 9 17 18 6
split_gain=0.0476953 0.0390776 0.163468 0.153992 0.259997 0.201304 0.134621 0.0527425 0.226676 0.142813 0.158629 0.128095 0.0812642 0.0775414 0.226279 0.185255 0.161321 0.133818 0.0869515
threshold=-0.22061999999999998 -0.093649999999999997 -0.098315 0.099985000000000018 0.09649000000000002 0.097380000000000022 -0.0093149999999999986 0.054660000000000007 -0.087864999999999985 -0.0064000000000000003 0.12043500000000003 0.091885000000000022 -0.090899999999999995 0.091615000000000016 -0.039649999999999998 0.09310000000000003 0.0065250000000000013 -0.089024999999999993 0.090195000000000011
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 6 -2 12 -9 10 -10 -12 -3 17 15 -15 -16 -14 -19
right_child=1 7 -4 -5 -6 -7 -8 8 9 -11 11 -13 13 14 16 -17 -18 18 -20
leaf_value=-0.0032023847621327284 -0.0044598661069612964 0.0033832885564308952 0.0047274670079776818 0.0038737333639721028 -0.0076580745065245193 0.0043868353184928297 0.00043730283142412284 -0.007144775067385793 0.0052682175727673973 -0.0038148897584364635 -0.002227361970865243 0.0020235618980357839 -0.0052659618742158607 -0.0039781966673605859 0.0010649674478801288 0.0013206544296098944 0.0074601028860646831 -1.832026074258659e-05 -0.0031978877693695979
leaf_weight=46 85 71 88 85 48 84 160 54 60 91 160 125 52 99 80 192 77 2001 89
leaf_count=46 85 71 88 85 48 84 160 54 60 91 160 125 52 99 80 192 77 2001 89
internal_value=0 2.19455e-05 0.000796163 4.55706e-05 -0.000815372 0.000180468 -0.00125837 -0.000112933 -0.00106186 -0.000306596 0.000616408 -0.000360049 6.1497e-05 -2.92477e-05 0.00116109 -0.000479235 0.00420665 -0.000278589 -0.00015411
internal_weight=0 3701 550 462 377 329 245 3151 490 436 345 285 2661 2590 448 291 157 2142 2090
internal_count=3747 3701 550 462 377 329 245 3151 490 436 345 285 2661 2590 448 291 157 2142 2090
is_linear=0
shrinkage=0.0995203


Tree=2088
num_leaves=22
num_cat=0
split_feature=24 17 9 26 17 6 1 8 26 20 1 8 18 27 1 26 19 17 1 20 8
split_gain=0.103139 0.0684497 0.149694 0.597346 0.123386 0.118978 0.314413 0.132124 0.0897683 0.19891 0.119204 0.182688 0.138249 0.0693217 0.0879632 0.190108 0.075784 0.0660549 0.0548179 0.0520221 0.0208911
threshold=-0.071649999999999991 0.12439000000000001 0.085765000000000022 0.047170000000000011 0.2590050000000001 0.10877500000000002 -0.064534999999999995 -0.48834 0.090020000000000031 -0.014534999999999999 -0.064534999999999995 -0.074844999999999981 -0.064960000000000004 0.10360500000000002 0.42491000000000007 -0.019129999999999998 0.11028000000000003 0.26639000000000007 -0.035694999999999998 -0.080754999999999993 -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
left_child=-1 5 3 17 -4 7 -7 -2 9 19 12 -12 -10 14 16 -16 -9 -3 -8 -6 -15
right_child=1 2 4 -5 8 6 18 13 10 -11 11 -13 -14 20 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.0048580290196408001 -0.0038992177048853202 0.0020224436293291796 -0.0041796726886642131 0.013025791418773377 0.001793516264514416 -0.007522416552949579 0.0031209073428070111 4.1551113304671542e-05 0.0058366340161924921 0.006824208500306639 -0.0060542415138789317 0.0015771857392842363 -0.0014177406326882597 -0.004218292081020647 0.0077165622004245552 -0.00053307996201732344 -0.0031081771532868825 -0.0029463435341632355 -0.0012879329622078385 -0.0028192150248351759 -0.0011869812692512334
leaf_weight=46 90 51 62 46 51 79 50 2510 47 62 71 55 58 46 46 69 78 55 63 46 46
leaf_count=46 90 51 62 46 51 79 50 2510 47 62 71 55 58 46 46 69 78 55 63 46 46
internal_value=0 -0.0001156 0.000852676 0.00355449 -5.40879e-05 -0.000305934 -0.00270503 -0.000145988 0.000599676 0.00242067 -0.000650192 -0.00271657 0.00182166 -2.48395e-05 6.63028e-05 0.00275966 -5.30626e-05 -0.000547978 0.000655637 -0.000385525 -0.00271154
internal_weight=0 3681 604 152 452 3077 192 2885 390 159 231 126 105 2795 2703 115 2588 106 113 97 92
internal_count=3727 3681 604 152 452 3077 192 2885 390 159 231 126 105 2795 2703 115 2588 106 113 97 92
is_linear=0
shrinkage=0.0995203


Tree=2089
num_leaves=23
num_cat=0
split_feature=24 9 9 19 8 21 3 0 6 6 21 8 8 27 8 8 5 18 18 5 3 3
split_gain=0.0836272 0.060958 0.137436 0.120083 0.124216 0.215743 0.167637 0.3309 0.167562 0.352056 0.160928 0.0988209 0.108181 0.069148 0.0606467 0.23677 0.169131 0.117395 0.489628 0.162286 0.0872715 0.148528
threshold=-0.071649999999999991 0.09253500000000002 0.091965000000000033 -1.0000000180025095e-35 -0.072559999999999999 0.10168500000000003 0.09697500000000002 -0.073219999999999993 0.094510000000000025 0.11690000000000002 0.090715000000000032 -0.065919999999999992 -0.050299999999999997 0.079415000000000027 -0.080924999999999983 -0.080224999999999991 -0.50393499999999991 -0.019539999999999998 -0.027300000000000001 -0.018754999999999997 1.0000000180025095e-35 0.084855000000000028
decision_type=2 2 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 -3 5 8 7 10 13 -10 -6 -8 -13 -5 16 -16 -2 18 -18 -19 -17 -22
right_child=1 3 -4 4 6 -7 11 -9 9 -11 -12 12 -14 -15 15 20 17 19 -20 -21 21 -23
leaf_value=-0.0043745574559194769 0.004029847396454859 -0.0049256014127166594 0.0043213018211083649 -0.0044300632888658259 0.0015489781244647496 0.0066610107771570507 -0.0038524927925870415 -0.0089927318443134441 0.0068051344406728264 -0.0032363438036531406 -0.0055435793787578175 0.0039036479410303141 -0.00037091671195401055 0.00011564191183350662 0.0067424987228818026 -0.0028785175045782075 -0.00083118137867172306 -0.00099970547984320752 -0.011417570061691929 0.0016449841997290882 0.0044885831626618501 0.00010987764342334915
leaf_weight=46 82 64 76 80 97 57 61 73 78 62 47 73 297 56 59 81 442 596 48 374 85 793
leaf_count=46 82 64 76 80 97 57 61 73 78 62 47 73 297 56 59 81 442 596 48 374 85 793
internal_value=0 -0.00010414 0.000150595 -0.00074749 -0.000474077 0.00108677 -0.00127744 -0.00353349 -6.14614e-05 0.00235235 -0.00076027 -0.000139671 0.000470231 -0.00255228 2.64577e-05 0.000622917 -0.000366783 -0.000614277 -0.00186989 1.91557e-05 0.000245571 0.000534717
internal_weight=0 3681 2636 1045 981 333 648 217 276 140 144 431 370 136 2560 1018 1542 1460 490 970 959 878
internal_count=3727 3681 2636 1045 981 333 648 217 276 140 144 431 370 136 2560 1018 1542 1460 490 970 959 878
is_linear=0
shrinkage=0.0995203


Tree=2090
num_leaves=14
num_cat=0
split_feature=26 5 5 21 5 21 21 35 27 27 4 5 9
split_gain=0.0787296 0.0496781 0.143873 0.11294 0.0887642 0.087187 0.0985748 0.0821813 0.100255 0.0941207 0.0869753 0.175698 0.131784
threshold=0.5128250000000002 -0.082179999999999989 -0.07965499999999999 0.15665000000000004 -0.076589999999999991 0.13589500000000002 0.11987500000000002 -0.076159999999999992 0.10360500000000002 0.092265000000000028 0.086380000000000026 -0.42170999999999997 0.081605000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -4 6 -6 -1 9 10 12 -12 -9
right_child=-2 2 3 -5 5 -7 -8 8 -10 -11 11 -13 -14
leaf_value=-0.0035350673476806337 -0.0040642939595659207 -0.0057333085628546217 0.0040167836280434605 -0.004820418875053383 -0.00018624305422892644 0.0034617739255455525 -0.0035117473326795722 0.0048849998630849214 -0.0028832482687995127 0.0048912695318422605 0.0010758172869726691 -0.0036963590253428118 0.00075942471932089709
leaf_weight=49 50 48 50 52 2214 62 92 89 75 55 210 120 561
leaf_count=49 50 48 50 52 2214 62 92 89 75 55 210 120 561
internal_value=0 -8.78694e-05 -0.000336232 -0.000231018 -0.000131983 -0.000219929 -0.000319272 0.000451008 0.000627708 0.000882916 0.000657122 -0.000657039 0.00132557
internal_weight=0 3677 2518 2470 2418 2368 2306 1159 1110 1035 980 330 650
internal_count=3727 3677 2518 2470 2418 2368 2306 1159 1110 1035 980 330 650
is_linear=0
shrinkage=0.0995203


Tree=2091
num_leaves=11
num_cat=0
split_feature=30 10 10 23 5 3 27 5 21 5
split_gain=0.0720644 0.0562947 0.0969816 0.0578415 0.05948 0.143336 0.135677 0.0960382 0.315731 0.133339
threshold=-1.0000000180025095e-35 0.090005000000000016 0.086935000000000026 1.0000000180025095e-35 -0.11065499999999999 0.15537500000000004 0.10360500000000002 -0.094469999999999985 0.086690000000000017 -0.091229999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -6 -9
right_child=1 -3 -4 -5 7 -7 -8 9 -10 -11
leaf_value=-0.0040424113805970149 0.00081199601092991197 -0.002550791627548836 0.0041686865604105222 -0.0031189884445725052 -0.0081117191264208164 0.0060430050557959848 -0.0046846191788827212 0.0037413177457245638 0.0024111933614880425 -0.00024186837673766085
leaf_weight=46 602 89 54 61 59 48 48 86 54 2580
leaf_count=46 602 89 54 61 59 48 48 86 54 2580
internal_value=0 -7.82345e-05 -1.67433e-05 -8.08564e-05 -2.73203e-05 0.000793731 0.000404832 -0.000233838 -0.00307583 -0.000113071
internal_weight=0 3681 3592 3538 3477 698 650 2779 113 2666
internal_count=3727 3681 3592 3538 3477 698 650 2779 113 2666
is_linear=0
shrinkage=0.0995203


Tree=2092
num_leaves=10
num_cat=0
split_feature=30 19 29 4 3 4 3 4 4
split_gain=0.0851261 0.0774477 0.0802852 0.0598406 0.0967309 0.0753012 0.224615 0.144525 0.0806782
threshold=0.11290000000000001 -0.10411999999999999 0.090185000000000015 0.13752500000000004 0.14823500000000003 0.12028000000000003 0.12870500000000004 0.11706000000000001 0.10606500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 -7 8 -3
right_child=-2 2 -4 4 -6 6 -8 -9 -10
leaf_value=0.0034190027907572804 -0.0034052929292834092 3.9789452583112454e-05 -0.003367478243603297 0.0052265348087795708 -0.00039508222676473231 -0.0067299152591679479 0.0011954612850487338 0.0054079879344670527 -0.0019603552850123349
leaf_weight=63 76 2988 73 55 67 64 79 48 214
leaf_count=63 76 2988 73 55 67 64 79 48 214
internal_value=0 -3.97473e-05 -0.000100706 -3.26283e-05 0.00213254 -0.000110721 -0.00234584 -1.21244e-05 -9.3631e-05
internal_weight=0 3651 3588 3515 122 3393 143 3250 3202
internal_count=3727 3651 3588 3515 122 3393 143 3250 3202
is_linear=0
shrinkage=0.0995203


Tree=2093
num_leaves=10
num_cat=0
split_feature=30 19 29 26 20 20 5 18 0
split_gain=0.0690261 0.0627993 0.0651009 0.0450319 0.0475454 0.146262 0.119839 0.121087 0.0970077
threshold=0.11290000000000001 -0.10411999999999999 0.090185000000000015 -0.25943499999999997 -0.083404999999999993 -0.08231999999999999 0.24444000000000005 -0.086064999999999989 -0.225295
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 -5 -7
right_child=-2 2 -4 4 5 8 -8 -9 -10
leaf_value=0.0030787428524910077 -0.0030663976314036878 0.0029059810341411931 -0.0030323459821378538 -0.0027949275060365326 -0.0048201524110783158 -0.0027951805477525868 0.0050424908416251994 0.0011700002053858232 6.6679150908147166e-06
leaf_weight=63 76 51 73 99 67 128 59 332 2779
leaf_count=63 76 51 73 99 67 128 59 332 2779
internal_value=0 -3.5747e-05 -9.0661e-05 -2.93348e-05 -7.27874e-05 -0.000222664 0.000835203 0.000257363 -0.000116421
internal_weight=0 3651 3588 3515 3464 2974 490 431 2907
internal_count=3727 3651 3588 3515 3464 2974 490 431 2907
is_linear=0
shrinkage=0.0995203


Tree=2094
num_leaves=10
num_cat=0
split_feature=30 4 3 4 4 19 29 27 4
split_gain=0.0559712 0.0584949 0.0904746 0.0716571 0.108965 0.0508654 0.0679542 0.0659892 0.0553268
threshold=0.11290000000000001 0.13752500000000004 0.14823500000000003 0.12719000000000005 0.13424500000000003 -0.10411999999999999 0.090185000000000015 -0.0027049999999999995 0.11785500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 7 -7 -9
right_child=-2 2 -4 4 -6 6 -8 8 -10
leaf_value=0.0027723458867612203 -0.0027612290418984309 0.0050119264245075002 -0.00028532006230540567 -0.0057923463511774763 0.00054691211559195418 0.0033667168484409508 -0.0033460204016736357 -0.00014172927279022942 0.0026291930097720466
leaf_weight=63 76 57 72 54 53 56 62 3161 73
leaf_count=63 76 57 72 54 53 56 62 3161 73
internal_value=0 -3.21448e-05 0.00204898 -0.000108602 -0.00264469 -2.8901e-05 -8.1794e-05 -2.00308e-05 -7.8929e-05
internal_weight=0 3651 129 3522 107 3415 3352 3290 3234
internal_count=3727 3651 129 3522 107 3415 3352 3290 3234
is_linear=0
shrinkage=0.0995203


Tree=2095
num_leaves=21
num_cat=0
split_feature=17 17 29 17 17 1 17 1 3 18 20 26 26 26 26 3 5 3 21 26
split_gain=0.060077 0.243851 0.118351 0.110824 0.131676 0.0993349 0.188409 0.149441 0.140414 0.209381 0.0869593 0.0887375 0.284315 0.175262 0.176269 0.171999 0.195376 0.192702 0.14286 0.0874284
threshold=-0.07107999999999999 -0.078119999999999995 -0.090694999999999998 -0.065004999999999993 -0.053765 -0.091829999999999995 -0.040589999999999994 -0.085739999999999997 0.084685000000000024 0.0057900000000000009 0.10634000000000003 0.086255000000000012 0.084645000000000012 0.089005000000000015 0.090095000000000022 0.087515000000000023 -0.020074999999999999 0.089535000000000017 0.090520000000000017 0.087960000000000024
decision_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 -2 -4 -5 8 -7 -8 -6 -10 11 12 15 19 -15 16 -1 -17 -16 -13
right_child=2 -3 3 4 5 6 7 -9 9 -11 -12 13 -14 14 18 17 -18 -19 -20 -21
leaf_value=0.0079935338608463358 -0.004631682171905788 0.0064053830576379289 -0.0037456121855524334 0.0049767751413010777 -0.0024992454372794451 -0.0055156607582661239 -0.0044187349802976344 -7.7663200670978239e-05 0.0074177737945999283 -0.00035423727535584579 0.0042184969712384937 0.0021713614838191949 -0.0065692223973933903 -0.0058158856055860637 0.0027662982463756069 -0.0072286372040555186 0.00066642954571230744 -0.00046104005276622706 -0.0013885835780337126 0.0077485071051658482
leaf_weight=46 63 65 87 49 51 70 82 1875 70 67 50 72 74 46 170 47 168 371 158 46
leaf_count=46 63 65 87 49 51 70 82 1875 70 67 50 72 74 46 170 47 168 371 158 46
internal_value=0 0.000462266 -0.000374101 -0.000259662 -0.000125343 -0.000238582 -0.000441879 -0.000259976 0.001949 0.00361089 0.000152073 -1.69614e-05 -0.000732651 0.00100836 -4.4536e-05 -4.79595e-05 0.00224524 -0.00122395 0.000762366 0.00435244
internal_weight=0 1313 2414 2351 2264 2215 2027 1957 188 137 1248 1198 706 492 374 632 214 418 328 118
internal_count=3727 1313 2414 2351 2264 2215 2027 1957 188 137 1248 1198 706 492 374 632 214 418 328 118
is_linear=0
shrinkage=0.0995203


Tree=2096
num_leaves=9
num_cat=0
split_feature=26 8 2 8 0 17 0 0
split_gain=0.0617613 0.0514642 0.0680385 0.0590145 0.0545348 0.0667458 0.0645958 0.0612557
threshold=0.50635500000000022 -0.51030999999999993 0.42989000000000011 -0.396895 0.12433000000000002 -0.11248999999999999 0.11291000000000002 0.048265000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 -5
right_child=-2 2 -4 4 5 -7 -8 -9
leaf_value=0.0023545145447896004 0.0031652734525601544 0.002988053527874368 -0.003432834561527535 -0.00022072602037623179 0.0042624813575009579 -0.00034501393912774283 -0.0039143090492528886 0.002775196864185165
leaf_weight=84 59 61 61 3249 61 63 46 69
leaf_count=84 59 61 61 3249 61 63 46 69
internal_value=0 -8.01209e-05 -0.000136998 -8.01191e-05 -0.000134012 0.00191498 -0.000209783 -0.000158177
internal_weight=0 3694 3610 3549 3488 124 3364 3318
internal_count=3753 3694 3610 3549 3488 124 3364 3318
is_linear=0
shrinkage=0.0995203


Tree=2097
num_leaves=13
num_cat=0
split_feature=26 20 5 6 5 4 12 2 4 20 17 1
split_gain=0.0500796 0.0421069 0.0554012 0.0409735 0.226607 0.111915 0.106323 0.0919748 0.0603767 0.0545244 0.0574145 0.0456634
threshold=0.50635500000000022 0.12894000000000003 -0.035924999999999999 -0.25061999999999995 -0.41880499999999998 0.11834000000000001 -0.0099550000000000003 -0.021165 0.13630500000000004 0.09327000000000002 0.41752000000000006 0.00095500000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -5 -7 9 10 -8 -11
right_child=-2 2 -4 6 -6 7 8 -9 -10 11 -12 -13
leaf_value=-0.0037610545797833049 0.0028502648547541385 0.0034011284605845746 -0.00093434586289785186 0.0044218287047584123 -0.0068755186201555057 0.0046696244710626826 -0.00010067927490251407 -0.00047690772440668112 -0.0034456872569065249 -0.004663374090144487 0.001626168834319602 -0.00023330503887834624
leaf_weight=50 59 76 47 52 57 60 2922 80 53 46 204 47
leaf_count=50 59 76 47 52 57 60 2922 80 53 46 204 47
internal_value=0 -7.21252e-05 0.00173783 -0.000134697 -0.00137146 0.000275447 -4.25487e-05 0.0017229 -0.000113749 -5.86349e-05 1.17515e-05 -0.00243333
internal_weight=0 3694 123 3571 247 190 3324 140 3272 3219 3126 93
internal_count=3753 3694 123 3571 247 190 3324 140 3272 3219 3126 93
is_linear=0
shrinkage=0.0995203


Tree=2098
num_leaves=14
num_cat=0
split_feature=21 20 1 26 1 1 20 2 1 17 8 0 1
split_gain=0.0477677 0.0486218 0.0523163 0.0486905 0.0463713 0.20043 0.125026 0.0937518 0.0866136 0.112347 0.0774845 0.0726856 0.0787466
threshold=-0.14589999999999997 0.12894000000000003 0.081675000000000011 0.50635500000000022 0.26753500000000008 0.41291000000000005 -0.012970000000000001 -0.071629999999999985 0.15756500000000004 0.15091000000000004 -0.10115999999999999 -0.23099 0.091025000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 8 7 -7 -6 11 -10 -8 -2 -13
right_child=1 2 -4 -5 5 6 10 -9 9 -11 -12 12 -14
leaf_value=0.0030955718590064702 0.0036501002521129684 0.00029187966271537015 0.0045360575626270687 0.0027792677366729125 -0.0018812070910580576 0.004745934947421572 0.0017162460663946839 -0.0081348516557799861 0.0062387720731452703 -0.00022070266264590961 -0.0021302739947936813 -0.00013022880698124696 -0.0033552958413977109
leaf_weight=48 49 78 46 56 46 48 78 50 49 58 154 2916 77
leaf_count=48 49 78 46 56 46 48 78 50 49 58 154 2916 77
internal_value=0 -6.40533e-05 0.00187294 -0.000131354 -0.000177826 -0.00122252 0.000120036 -0.00514684 -5.28265e-05 0.00272973 -0.000833519 -0.00015097 -0.000213473
internal_weight=0 3705 124 3581 3525 376 280 96 3149 107 232 3042 2993
internal_count=3753 3705 124 3581 3525 376 280 96 3149 107 232 3042 2993
is_linear=0
shrinkage=0.0995203


Tree=2099
num_leaves=12
num_cat=0
split_feature=27 27 2 2 2 2 2 26 3 3 3
split_gain=0.0432287 0.0508911 0.0446501 0.206774 0.135845 0.101183 0.144506 0.0823649 0.0929503 0.251787 0.192053
threshold=0.12102500000000002 0.10360500000000002 -0.080555000000000002 -0.080254999999999993 -0.079844999999999985 -0.078994999999999996 -0.078289999999999985 0.11538500000000003 0.11741000000000003 0.11125500000000002 0.10749000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -5 -6 -7 8 9 10 -1
right_child=-2 -3 3 4 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00037993388086750811 0.0029152406179081599 -0.0024671373176149425 0.0067858590183779693 -0.0051125306322436833 0.0035781885797130405 -0.0043938498256740404 0.00032372091152121766 0.0037939784283023805 -0.0037424085377199211 0.0054047073355603702 -0.0068405206101625794
leaf_weight=1525 49 85 48 47 89 67 1595 46 82 73 47
leaf_count=1525 49 85 48 47 89 67 1595 46 82 73 47
internal_value=0 -6.00927e-05 -3.33183e-06 0.000339024 0.000166462 0.000308627 0.000133049 -0.000360245 -0.00047137 -0.000307818 -0.000573615
internal_weight=0 3704 3619 1846 1798 1751 1662 1773 1727 1645 1572
internal_count=3753 3704 3619 1846 1798 1751 1662 1773 1727 1645 1572
is_linear=0
shrinkage=0.0995203


Tree=2100
num_leaves=18
num_cat=0
split_feature=17 6 1 1 26 18 6 11 11 0 26 4 0 0 4 4 21
split_gain=0.127902 0.113635 0.399782 0.283744 0.18323 0.0951904 0.0913441 0.0419142 0.0716277 0.084892 0.16184 0.236911 0.137975 0.0833419 0.0808245 0.0745162 0.0693345
threshold=-0.46159 -0.070864999999999997 -0.0064949999999999999 -0.01538 0.084815000000000015 -0.046804999999999992 1.0000000180025095e-35 -0.11166 -0.085754999999999984 0.047575000000000013 1.0000000180025095e-35 0.085990000000000025 0.0083400000000000019 -0.038659999999999993 0.091080000000000022 0.13881500000000005 0.090095000000000022
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 -3 -6 16 -9 12 11 -11 13 15 -15 -10 -2
right_child=7 2 -4 -5 6 -7 -8 8 9 10 -12 -13 -14 14 -16 -17 -18
leaf_value=0.0035800633435335116 0.0040544548443608667 0.0012381904911117781 0.011384918330854196 -0.00644715081405262 -0.0052551446860411074 0.0063102104375253763 0.00093918149386312344 -0.003443021924814038 -1.3131203045035704e-05 0.00026845494986930832 -0.0020084286860019849 0.0094397268873189985 -0.0051988507684234755 -0.00047882094847405724 0.0049575121416601722 -0.0038523894248052482 -0.00098279062447752014
leaf_weight=65 65 82 47 49 46 67 48 59 2774 62 59 51 51 46 65 51 46
leaf_count=65 65 82 47 49 46 67 48 59 2774 62 59 51 51 46 65 51 46
internal_value=0 0.00193362 0.00298065 -0.0007227 0.00135176 0.00352439 -0.00208338 5.81751e-05 -7.15639e-06 5.67555e-05 0.00220682 0.00441495 -6.67774e-05 2.20909e-05 0.00269724 -8.27315e-05 0.00195957
internal_weight=0 404 290 114 243 149 94 3329 3218 3159 172 113 2987 2936 111 2825 111
internal_count=3733 404 290 114 243 149 94 3329 3218 3159 172 113 2987 2936 111 2825 111
is_linear=0
shrinkage=0.0995203


Tree=2101
num_leaves=31
num_cat=0
split_feature=17 6 6 1 0 17 3 9 3 17 17 3 9 1 3 5 17 3 0 0 17 3 3 17 5 5 17 3 17 8
split_gain=0.103769 0.0921628 0.326832 0.230088 0.113534 0.169649 0.0728422 0.102173 0.0580591 0.141931 0.25119 0.331623 0.20581 0.335228 0.164772 0.276412 0.154343 0.205368 0.302709 0.0773956 0.0926669 0.0695922 0.110115 0.0896638 0.0765463 0.212035 0.11044 0.312138 0.195208 0.0311814
threshold=-0.46159 -0.070864999999999997 -0.055679999999999993 -0.01538 -0.08076499999999999 -0.53447999999999996 0.099950000000000025 0.095415000000000014 0.086850000000000024 -0.0038549999999999999 -0.012064999999999999 0.085035000000000013 0.085665000000000033 -0.079844999999999985 0.08544000000000003 -0.0050400000000000002 0.11180000000000002 0.084290000000000018 -0.085474999999999982 -0.086474999999999996 -0.14169499999999999 0.087445000000000023 0.08777500000000002 -0.0092949999999999994 0.26676500000000009 0.5124350000000002 -0.030214999999999999 0.094970000000000013 -0.013125 -0.088429999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -8 9 10 14 -12 16 -14 19 -16 17 18 -11 29 -21 23 -23 -10 26 -26 27 -24 -28 -2
right_child=8 2 4 -5 5 -7 7 -9 21 12 11 -13 13 -15 15 -17 -18 -19 -20 20 -22 22 24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0032237747881415373 0.00050433221866732125 0.01038166018433581 0.0051185728486459123 -0.0058055294190974896 0.0049754826260219589 -0.0051284676559123117 -0.0031663160898914521 0.0034305131198707432 0.005436214084356775 0.0095832479918525146 -0.0090738259446949913 0.0013080489309420732 0.010778930748154966 0.00031635008871026528 0.00069771266283048285 -0.009201391665377992 -0.004877169319904678 -0.0032504049163109734 -0.0018218694366465477 -0.001015795331866331 0.0036515217947862013 -0.0032790320241275293 0.0034072724800682458 -0.00036357171317644496 -0.0068491160437629036 0.0013906839773579578 -0.005308977422590678 -0.00090964790735841548 0.00023359603668748013 -0.0027281950077821821
leaf_weight=65 55 46 57 49 47 47 46 47 58 46 86 47 47 86 63 50 68 71 46 64 122 87 380 48 53 74 66 294 1355 63
leaf_count=65 55 46 57 49 47 47 46 47 58 46 86 47 47 86 63 50 68 71 46 64 122 87 380 48 53 74 66 294 1355 63
internal_value=0 0.00174159 0.00268458 -0.000650062 0.00123013 4.05062e-05 0.00178165 0.000158763 5.22876e-05 -0.000622994 -0.00163242 -0.00539889 0.000899986 0.00401981 -0.000429158 -0.00367518 -0.000892734 0.000764464 0.00387179 0.000774731 0.00204116 0.000308199 0.000193353 0.00280217 0.000329678 -0.00204153 0.000473813 0.00152301 -2.32593e-05 -0.00121457
internal_weight=0 404 290 114 244 187 140 93 3329 914 550 133 364 133 417 113 231 163 92 304 186 2415 2309 106 2222 127 2095 674 1421 118
internal_count=3733 404 290 114 244 187 140 93 3329 914 550 133 364 133 417 113 231 163 92 304 186 2415 2309 106 2222 127 2095 674 1421 118
is_linear=0
shrinkage=0.0995203


Tree=2102
num_leaves=18
num_cat=0
split_feature=2 18 2 2 18 2 17 1 8 8 1 2 2 17 2 8 9
split_gain=0.104701 0.0545022 0.0471202 0.0893735 0.409053 0.0863851 0.212025 0.111748 0.229509 0.301486 0.165916 0.102818 0.0830254 0.0652767 0.179117 0.150418 0.0652152
threshold=-0.241895 -0.47082499999999999 -0.085944999999999994 -0.086934999999999998 -0.022504999999999997 -0.084869999999999987 -0.010239999999999999 -0.084204999999999988 -0.079854999999999995 -0.085814999999999989 -0.082195000000000004 -0.084114999999999981 0.096520000000000022 0.11012500000000003 -0.087444999999999995 -0.085165000000000005 0.10371500000000002
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 -4 8 9 -7 -9 -12 -10 14 16 -15 -3
right_child=1 2 5 4 -6 7 -8 10 12 -11 11 -13 -14 15 -16 -17 -18
leaf_value=0.004301633666794041 0.0035114832678702747 -0.00064516231428427505 0.0066157502624687829 -0.0073922759509085648 0.0036630802107069879 -0.0016239770033896566 -0.0016044569494266371 0.0047535442746631162 -0.00060515798328637663 -0.01085797535528653 0.0047523266173941665 0.00018365760160135266 0.0033235536340859902 0.0012824144450494276 0.0058125399027243937 -0.006278542655015977 0.0023612351376826094
leaf_weight=61 47 512 68 81 56 148 57 86 145 46 50 2052 84 53 53 51 83
leaf_count=61 47 512 68 81 56 148 57 86 145 46 50 2052 84 53 53 51 83
internal_value=0 0.000143747 9.98571e-05 -0.000529267 -0.00286732 0.000304576 0.00286079 0.000181885 -0.00129835 -0.0038177 0.00046843 0.000292721 0.000832367 -0.000102229 0.000268093 -0.00241749 -0.000224407
internal_weight=0 3672 3625 889 137 2736 125 2611 423 194 2188 2102 229 752 648 104 595
internal_count=3733 3672 3625 889 137 2736 125 2611 423 194 2188 2102 229 752 648 104 595
is_linear=0
shrinkage=0.0995203


Tree=2103
num_leaves=18
num_cat=0
split_feature=2 3 0 3 17 3 0 17 3 1 21 6 3 3 2 3 3
split_gain=0.0848933 0.053053 0.16242 0.147377 0.177342 0.121494 0.309636 0.186056 0.179026 0.16937 0.120792 0.143706 0.120414 0.225884 0.26005 0.109457 0.153157
threshold=-0.241895 0.089985000000000023 -0.229625 0.090595000000000023 -0.041415 0.088605000000000017 -0.084084999999999993 -0.05543 0.088285000000000016 -0.0040349999999999995 0.095375000000000029 0.096575000000000022 0.091065000000000021 0.092115000000000016 -0.082025000000000001 0.092510000000000023 0.092900000000000024
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 -3 8 9 -8 10 -7 11 -4 -5 14 -14 -15 -17
right_child=1 3 5 12 -6 6 7 -9 -10 -11 -12 -13 13 15 -16 16 -18
leaf_value=0.0038735342520601155 0.0051613186510286319 -7.783334886336811e-05 -0.00091186567849142666 -0.0037224583964715371 0.008374307182884554 -0.011206132848574586 -0.0031238960647304017 0.0042945651325268152 0.0047746662717277613 -0.0027729801612379926 0.0030869491914967502 0.0047648941440620041 -0.00046159899328116995 -0.0045099113333947321 0.0083696672375414109 0.0056876642115092635 9.8230506842917191e-05
leaf_weight=61 52 48 1087 72 50 47 69 65 70 48 91 46 60 49 73 50 1695
leaf_count=61 52 48 1087 72 50 47 69 65 70 48 91 46 60 49 73 50 1695
internal_value=0 0.000129486 -0.000306693 0.000457478 0.00422613 -0.000493926 -0.00260704 0.000468502 -0.000119333 -0.00695379 -0.000399888 -0.000680666 0.000272312 0.000421997 0.00437948 0.000128148 0.000258855
internal_weight=0 3672 1575 2097 98 1523 229 134 1294 95 1224 1133 1999 1927 133 1794 1745
internal_count=3733 3672 1575 2097 98 1523 229 134 1294 95 1224 1133 1999 1927 133 1794 1745
is_linear=0
shrinkage=0.0995203


Tree=2104
num_leaves=20
num_cat=0
split_feature=31 3 3 3 21 0 3 8 5 26 8 8 5 18 18 18 17 17 4
split_gain=0.0708296 0.0526506 0.092232 0.08336 0.0541706 0.210163 0.201946 0.228141 0.367743 0.175637 0.119089 0.103758 0.0599255 0.0522657 0.193132 0.159459 0.0827948 0.29149 0.120579
threshold=0.095410000000000009 0.15108000000000005 0.17152000000000003 0.31589000000000006 -0.0050399999999999993 -0.22163999999999998 0.089535000000000017 -0.086304999999999993 -0.016815 0.087960000000000024 -0.083574999999999997 -0.08176499999999999 -0.5315899999999999 0.093865000000000018 0.09679500000000002 0.10085500000000001 -0.062765000000000001 -0.040589999999999994 0.10876500000000001
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 -1 7 -7 -9 10 -8 -11 -6 16 -15 -16 18 -18 -14
right_child=-2 2 3 -5 12 6 9 8 -10 11 -12 -13 13 14 15 -17 17 -19 -20
leaf_value=-0.0050209058823721927 0.0037691919589859144 -0.0052813391842749056 0.0028049374207461588 -0.0028386050071847312 -0.0030508886851629805 -0.0056566095892220929 0.0091209631354476801 0.0086247955217188706 -0.0022445987896831782 -0.0025851379388704128 0.0030475781274267111 0.0038247090079686747 8.1388814100315942e-05 0.0064487866664802544 -0.0054514097164641588 0.00067969964882198764 -0.0076953997294384197 -0.00053774739961587662 0.0050395473363195834
leaf_weight=52 47 53 49 55 71 62 65 48 86 51 64 49 1033 53 46 484 59 1269 51
leaf_count=52 47 53 49 55 71 62 65 48 86 51 64 49 1033 53 46 484 59 1269 51
internal_value=0 -0.000118355 -0.00190186 -0.000171757 -3.90921e-05 0.000947203 0.00167935 -0.000662016 0.00164281 0.00368688 0.00611416 0.000547501 -0.000192804 -0.000124777 0.000720404 0.000146021 -0.000329403 -0.000856362 0.000315416
internal_weight=0 3700 157 104 3543 477 425 196 134 229 129 100 3066 2995 583 530 2412 1328 1084
internal_count=3747 3700 157 104 3543 477 425 196 134 229 129 100 3066 2995 583 530 2412 1328 1084
is_linear=0
shrinkage=0.0995203


Tree=2105
num_leaves=11
num_cat=0
split_feature=31 6 4 9 23 10 8 9 19 9
split_gain=0.0574342 0.0658944 0.0807872 0.0791097 0.0606351 0.0854066 0.0695575 0.071435 0.126487 0.119631
threshold=0.095410000000000009 -0.46637499999999998 0.11805500000000003 -0.073629999999999987 -1.0000000180025095e-35 0.091080000000000022 -0.51030999999999993 0.097680000000000031 0.0069650000000000016 0.09667000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 -6 9 -9 -8
right_child=-2 4 3 -5 5 -7 7 8 -10 -11
leaf_value=-0.0055256128974000051 0.0033940813055663085 0.0031153572313195503 -0.0035441304094372709 0.0021184676317146209 0.0033799697691435813 -0.0036490812959033181 -0.00015679248834287509 0.001899260707956316 -0.0021475003437571331 -0.0045766207480222847
leaf_weight=48 47 60 46 52 59 65 2838 374 96 62
leaf_count=48 47 60 46 52 59 65 2838 374 96 62
internal_value=0 -0.000106576 -0.00217876 -0.000531134 -2.12197e-05 -7.53163e-05 -7.33332e-06 -6.68792e-05 0.00107095 -0.000251568
internal_weight=0 3700 146 98 3554 3494 3429 3370 470 2900
internal_count=3747 3700 146 98 3554 3494 3429 3370 470 2900
is_linear=0
shrinkage=0.0995203


Tree=2106
num_leaves=20
num_cat=0
split_feature=31 3 3 1 21 0 21 1 20 9 0 3 3 3 1 25 3 0 9
split_gain=0.0465729 0.0453951 0.0765492 0.0761661 0.0425827 0.169959 0.136945 0.253692 0.1035 0.104372 0.0555601 0.142579 0.33786 0.324925 0.164066 0.112574 0.140882 0.135156 0.0721959
threshold=0.095410000000000009 0.15108000000000005 0.17152000000000003 0.073820000000000011 -0.014264999999999998 -0.22163999999999998 -0.076335 -0.011155 -0.0093149999999999986 0.084915000000000032 -0.071799999999999989 0.10174000000000002 0.10556500000000002 0.096510000000000026 -0.15143499999999999 0.083740000000000023 0.12015500000000003 -0.076154999999999987 0.11690000000000002
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 -1 8 -8 9 -7 15 13 -13 14 -12 16 17 -6 -14
right_child=-2 2 3 -5 10 6 7 -9 -10 -11 11 12 18 -15 -16 -17 -18 -19 -20
leaf_value=-0.0045486580711913823 0.0030563017444537768 -0.0048309161268869343 0.0024080995643539151 -0.0029813283548476314 -0.00013139063150795842 -0.0034972780222749674 -0.00033936079746370155 0.0090420937242493386 0.0041099867829011835 0.0010803852860269531 -0.0019493100241735897 -0.0080511018405832434 -0.00013128494152902205 0.0082024853953544894 0.002905333788365592 0.0044648446072755848 -0.0047194738151684085 -0.0031045282076327101 0.0036640621032238093
leaf_weight=50 47 53 54 50 1988 79 55 59 58 131 133 53 382 69 143 46 76 164 57
leaf_count=50 47 53 54 50 1988 79 55 59 58 131 133 53 382 69 143 46 76 164 57
internal_value=0 -9.5992e-05 -0.00175202 -0.0001751 -2.23776e-05 0.000903223 0.00161896 0.00450877 0.00038666 -0.00063779 -0.000151172 0.000541637 -0.000544731 0.00209326 0.000562992 -0.000406536 -0.00050748 -0.000358348 0.000359641
internal_weight=0 3700 157 104 3543 432 382 114 268 210 3111 837 492 345 276 2274 2228 2152 439
internal_count=3747 3700 157 104 3543 432 382 114 268 210 3111 837 492 345 276 2274 2228 2152 439
is_linear=0
shrinkage=0.0995203


Tree=2107
num_leaves=10
num_cat=0
split_feature=31 6 4 1 10 10 11 7 21
split_gain=0.0377663 0.051404 0.0694694 0.06744 0.0682125 0.0578446 0.0569841 0.0445313 0.0627895
threshold=0.095410000000000009 -0.46637499999999998 0.11805500000000003 0.50230500000000011 0.091080000000000022 0.087605000000000016 -0.050609999999999995 0.082295000000000021 -0.014264999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -4 8 -3
right_child=-2 3 6 -5 -6 -7 -8 -9 -10
leaf_value=-0.0050200077726922252 0.0027521379049711063 0.0011233272526257666 -0.0026991466482097935 0.0031161801977314502 -0.0032651798328881877 0.0034945214473209121 0.0021017207107551466 -0.0025424758891737166 -0.00017247019162210442
leaf_weight=48 47 425 51 67 65 46 47 70 2881
leaf_count=48 47 425 51 67 65 46 47 70 2881
internal_value=0 -8.64829e-05 -0.00191669 -1.10669e-05 -7.13893e-05 -1.04848e-05 -0.000388337 -5.84852e-05 -5.64243e-06
internal_weight=0 3700 146 3554 3487 3422 98 3376 3306
internal_count=3747 3700 146 3554 3487 3422 98 3376 3306
is_linear=0
shrinkage=0.0995203


Tree=2108
num_leaves=21
num_cat=0
split_feature=3 5 35 26 26 26 5 8 8 5 8 10 10 1 3 3 8 5 29 1
split_gain=0.0785074 0.12248 0.278121 0.22702 0.192741 0.330324 0.147293 0.207915 0.139971 0.389532 0.233782 0.0633626 0.0532034 0.0793215 0.135866 0.333064 0.194049 0.0735656 0.0788889 0.0594789
threshold=0.084895000000000012 -0.020074999999999999 -0.076159999999999992 0.087625000000000022 0.087045000000000025 0.088435000000000027 -0.092864999999999989 -0.077889999999999987 -0.085764999999999994 0.0035750000000000005 -0.090134999999999993 0.09056500000000002 0.086165000000000019 -0.14482999999999999 0.11426500000000002 0.10377500000000002 -0.049499999999999995 -0.54623499999999992 0.097185000000000021 -0.10771499999999999
decision_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 8 -6 7 -4 10 -10 -3 12 13 14 15 16 -2 -15 19 -19
right_child=11 4 3 -5 5 -7 -8 -9 9 -11 -12 -13 -14 17 -16 -17 -18 18 -20 -21
leaf_value=-0.0040125740121221337 0.0053509788936436488 0.0027796242357332845 0.0081188136278607052 0.01013537041172447 -0.0097162997370368494 0.0020145006129842474 -0.0010690247682005765 -0.00050287836997553437 0.009532333264350908 -0.001488187122875903 -0.0067159847715662548 0.0030632556730571469 -0.0030462763138899987 0.0034490124397525707 -0.0021474642693362122 0.0087872421544702393 -0.0025511300829038743 -0.003650892617034484 0.0026738066049823155 -0.00042534998851802188
leaf_weight=52 46 58 69 48 49 46 72 46 58 70 46 59 65 50 76 63 93 58 80 2529
leaf_count=52 46 58 69 48 49 46 72 46 58 70 46 59 65 50 76 63 93 58 80 2529
internal_value=0 0.00106491 0.00256552 0.00402458 -0.000249627 -0.00402751 0.00245165 0.00466302 0.00129382 0.00349909 -0.00141249 -0.00016617 -0.000228704 -0.000167282 0.00143331 0.00278459 5.80679e-05 -0.000331354 -0.000402534 -0.000497982
internal_weight=0 614 287 235 327 95 187 115 232 128 104 3119 3060 2995 278 202 139 2717 2667 2587
internal_count=3733 614 287 235 327 95 187 115 232 128 104 3119 3060 2995 278 202 139 2717 2667 2587
is_linear=0
shrinkage=0.0995203


Tree=2109
num_leaves=22
num_cat=0
split_feature=3 5 3 4 26 26 17 6 0 35 10 17 1 3 3 7 4 0 4 3 2
split_gain=0.0636258 0.0992662 0.25521 0.169936 0.156212 0.267907 0.12241 0.118126 0.0863727 0.0540503 0.0513809 0.0669672 0.0627407 0.221725 0.241875 0.0625764 0.0638747 0.0967564 0.0838946 0.057051 0.0128941
threshold=0.084895000000000012 -0.020074999999999999 0.083055000000000018 0.10373000000000003 0.087045000000000025 0.088435000000000027 -0.012064999999999999 0.08463500000000003 -0.08269 -0.075079999999999994 0.09056500000000002 -0.55380499999999999 -0.14482999999999999 0.11404500000000002 0.096510000000000026 -0.074334999999999998 0.12498500000000003 -0.13417999999999999 0.11509500000000002 0.10457000000000002 -0.01504
decision_type=2 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 -6 8 -4 -3 -5 11 19 13 14 20 -14 18 -18 -17 -2 -13
right_child=10 4 7 9 5 -7 -8 -9 -10 -11 -12 12 15 -15 -16 16 17 -19 -20 -21 -22
leaf_value=-0.0043575373221121476 -0.00024876224945689912 -0.0024500422135475307 0.0023269308248283801 -0.00037772693865473819 -0.0087493319241861642 0.0018140172083427168 0.0051245873831734182 0.0090349636201144095 0.0019865538284077992 0.0038929786510177576 0.0027583999886694709 0.001282348321051981 -0.0037805946238300618 -0.0029873765023485321 0.0078074296341323936 -0.00021010729259536185 0.0056116731885618946 7.9200620158708878e-05 -0.0037053567266648138 -0.0049321524163112064 -0.0010596520680147691
leaf_weight=59 50 84 46 49 49 46 58 61 90 72 59 47 49 77 72 2450 46 99 70 54 46
leaf_count=59 50 84 46 49 49 46 58 61 90 72 59 47 49 77 72 2450 46 99 70 54 46
internal_value=0 0.000958667 0.00230963 1.69658e-05 -0.000224535 -0.00362583 0.00116471 0.00615879 -0.000150546 0.00215675 -0.000149607 -0.000205944 -0.000118327 0.00141659 0.00347674 -0.000255493 -0.000190372 0.00183998 -0.000307522 -0.0026884 0.000115137
internal_weight=0 614 287 180 327 95 232 107 174 121 3119 3060 2956 242 165 2714 2665 145 2520 104 93
internal_count=3733 614 287 180 327 95 232 107 174 121 3119 3060 2956 242 165 2714 2665 145 2520 104 93
is_linear=0
shrinkage=0.0995203


Tree=2110
num_leaves=20
num_cat=0
split_feature=27 3 0 5 35 1 26 26 1 17 27 27 5 29 8 5 3 0 3
split_gain=0.0521906 0.0519143 0.095547 0.109278 0.251528 0.199141 0.283196 0.155453 0.140584 0.0711835 0.0619689 0.0925141 0.0692901 0.0604193 0.116007 0.0562275 0.0515524 0.227833 0.144999
threshold=0.11470500000000003 0.084895000000000012 -0.14909499999999998 -0.020074999999999999 -0.076159999999999992 -0.085184999999999997 0.08425500000000001 0.085855000000000029 -0.088694999999999982 -0.12647999999999998 0.091025000000000009 0.081260000000000013 -0.41397 -0.011859999999999999 -0.032504999999999999 -0.10586999999999999 0.11492500000000001 0.0047200000000000011 0.11339500000000001
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 8 -7 15 9 -5 11 13 -12 14 -3 -6 18 -18 -15
right_child=-2 10 3 5 7 6 -8 -9 -10 -11 12 -13 -14 16 -16 -17 17 -19 -20
leaf_value=0.0047776773266823168 0.0027818639956962488 -0.0010811964634004703 -0.0043615257014555549 0.0018213188434991546 0.0031941725514987914 0.00071060149860918817 -0.0097656885481857761 0.0072832599169444972 0.0053221971075671764 -0.002524913840547005 -0.0054492618006531622 0.0030418738095089573 -0.00043349370656498682 -0.00035691217872027933 0.0057943944632659001 -0.0011547551639615519 0.0014432013046703732 -0.005422481083463074 -0.0055773502044603818
leaf_weight=55 67 50 49 67 73 52 50 72 54 84 46 90 68 2232 47 49 420 54 54
leaf_count=55 67 50 49 67 73 52 50 72 54 84 46 90 68 2232 47 49 420 54 54
internal_value=0 -2.0875e-05 0.000821262 0.000424132 0.00200186 -0.000822025 -0.00441681 0.00361333 0.000962607 -0.000591032 -0.000187589 -9.92294e-05 -0.00246458 -0.000198466 0.00224184 0.00144076 -0.000284527 0.000659307 -0.000480588
internal_weight=0 3666 605 550 243 307 102 194 205 151 3061 2947 114 2857 97 122 2760 474 2286
internal_count=3733 3666 605 550 243 307 102 194 205 151 3061 2947 114 2857 97 122 2760 474 2286
is_linear=0
shrinkage=0.0995203


Tree=2111
num_leaves=13
num_cat=0
split_feature=7 1 0 1 0 1 4 4 4 0 2 4
split_gain=0.0475403 0.0620728 0.0803383 0.0590968 0.0780509 0.0626972 0.0611184 0.0960849 0.0509082 0.0374879 0.0312996 0.0864287
threshold=-0.10984999999999999 0.42491000000000007 -0.13056499999999996 0.36766000000000004 -0.229625 0.25544500000000009 0.13584500000000002 0.12061000000000001 0.11378500000000003 -0.11896 -0.026175 0.14039500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 -6 -5 -7 -4 -12
right_child=1 2 10 8 5 9 -8 -9 -10 -11 11 -13
leaf_value=-0.0026624161220775615 0.0033095791235038152 0.00498600671272156 0.0021671950270131337 -0.00043978211456131318 -8.5070157416684773e-05 0.0005661589883645421 0.0031551608627307724 -0.0041746244331625337 -0.004728810691219147 0.0044832942065294859 0.0024653565843350614 -0.0035048439939348772
leaf_weight=64 71 55 72 65 3050 51 56 58 48 47 47 49
leaf_count=64 71 55 72 65 3050 51 56 58 48 47 47 49
internal_value=0 7.34039e-05 0.00168261 -3.04945e-05 4.515e-05 -2.5652e-05 -0.000102687 -0.000161651 -0.00226892 0.00245314 0.000596265 -0.000573406
internal_weight=0 3669 223 3446 3333 3262 3164 3108 113 98 168 96
internal_count=3733 3669 223 3446 3333 3262 3164 3108 113 98 168 96
is_linear=0
shrinkage=0.0995203


Tree=2112
num_leaves=20
num_cat=0
split_feature=7 0 1 18 26 26 0 0 26 18 17 26 1 17 1 1 17 17 0
split_gain=0.0857446 0.0719304 0.188922 0.258921 0.08698 0.149625 0.101938 0.271265 0.263087 0.113661 0.237876 0.132791 0.0809681 0.130315 0.119113 0.0741681 0.0936488 0.159973 0.150755
threshold=-0.23801999999999998 -0.18357499999999999 0.40780000000000011 0.086800000000000016 0.085235000000000019 0.085570000000000021 -0.082404999999999992 -0.084759999999999988 0.0054200000000000012 -0.082654999999999992 -0.015464999999999998 1.0000000180025095e-35 -0.013384999999999999 -0.0090649999999999984 0.012830000000000003 0.27552000000000004 -0.000475 -0.0069749999999999994 -0.11239999999999999
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 6 -6 7 9 12 10 -3 -11 13 -8 -14 16 17 -7 -18
right_child=1 4 -4 -5 5 15 8 -9 -10 11 -12 -13 14 -15 -16 -17 18 -19 -20
leaf_value=-0.0041927523890468244 0.0085598932233120067 -0.0013717731430222234 -0.0017490897453125535 -0.0011223280600490674 0.0055711675098622151 0.00027897036088926863 -0.00035702172531860282 -0.0078878625218374767 0.005749758869815976 -0.00068236429994945772 0.0058896896581279983 -0.0039743600177728324 0.0051148355463871524 -0.0045363978319664577 -0.0001973236485505465 0.003724522185179237 -0.0061292577297521397 0.0046498324935954315 -0.00042115877300464189
leaf_weight=50 65 130 84 47 52 943 335 60 75 421 68 171 54 95 184 56 49 91 717
leaf_count=50 65 130 84 47 52 943 335 60 75 421 68 171 54 95 184 56 49 91 717
internal_value=0 -4.33249e-05 0.00181165 0.00448951 -0.000147408 0.000305552 -0.000690449 -0.00143486 0.000160065 -0.000943723 0.00111793 -0.00163464 -0.000466295 -0.00128228 0.00100452 0.000157582 4.61559e-05 0.000664432 -0.000787367
internal_weight=0 3697 196 112 3501 1908 1593 850 743 790 198 592 668 430 238 1856 1800 1034 766
internal_count=3747 3697 196 112 3501 1908 1593 850 743 790 198 592 668 430 238 1856 1800 1034 766
is_linear=0
shrinkage=0.0995203


Tree=2113
num_leaves=11
num_cat=0
split_feature=1 4 6 9 3 8 21 5 9 8
split_gain=0.0796891 0.0762873 0.0916072 0.0721238 0.104883 0.0565761 0.0982685 0.0860979 0.0606465 0.07593
threshold=0.62916000000000016 0.14903500000000006 -0.48214499999999999 0.11819000000000003 0.12992500000000004 -0.092844999999999997 0.10089500000000003 0.0047850000000000011 -0.093949999999999992 -0.090809999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -4 -7 -10
right_child=-2 -3 3 4 -6 8 -8 -9 9 -11
leaf_value=0.0043195597050308667 -0.0041182248660920481 0.0036082839836091975 -0.002247496396335211 -0.0044358608168376286 0.0013759770818804063 -0.0025387612038238923 0.0020270823628991885 0.0012438150758574075 0.0029563603166291802 9.3848188012773102e-05
leaf_weight=46 48 56 369 88 47 83 89 86 95 2740
leaf_count=46 48 56 369 88 47 83 89 86 95 2740
internal_value=0 -3.663e-05 -9.28842e-05 -0.00014954 -0.00240642 -6.12971e-05 -0.000993218 -0.0015858 0.000112159 0.000190059
internal_weight=0 3699 3643 3597 135 3462 544 455 2918 2835
internal_count=3747 3699 3643 3597 135 3462 544 455 2918 2835
is_linear=0
shrinkage=0.0995203


Tree=2114
num_leaves=14
num_cat=0
split_feature=7 2 0 5 0 5 21 0 2 2 17 6 4
split_gain=0.0680376 0.0616178 0.0962216 0.315634 0.12988 0.0701762 0.0562337 0.12566 0.0575445 0.142295 0.0652267 0.0554164 0.0841537
threshold=-0.10984999999999999 0.097745000000000012 -0.14075499999999999 -0.46244499999999994 -0.097180000000000002 0.6362850000000001 -0.091104999999999992 -0.088174999999999989 -0.24206999999999998 -0.23128999999999997 -0.55026999999999993 -0.03764 0.09777000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -4 6 7 -2 -8 -10 -11 -6 -13
right_child=1 2 4 -5 11 -7 8 -9 9 10 -12 12 -14
leaf_value=-0.0032473181944704986 -0.0057598044704954424 -0.00073761623828476341 -0.0034508175937914337 0.0085698119805437036 0.0040316438831030955 -0.0040269764455351277 -0.0034207411967864428 0.0012972832727068632 0.0054507776660676173 -0.0029461585322007058 6.3481133009930011e-06 -0.0027957721359812998 0.0024417907688859476
leaf_weight=66 53 86 77 62 56 46 49 47 47 76 2957 52 73
leaf_count=66 53 86 77 62 56 46 49 47 47 76 2957 52 73
internal_value=0 -2.31681e-05 0.00113302 0.00315591 -2.42313e-05 -0.00016675 -0.000111504 -0.00243479 -3.6992e-05 1.65747e-05 -6.7365e-05 0.00142897 0.000256415
internal_weight=0 3681 406 148 258 3275 3229 100 3129 3080 3033 181 125
internal_count=3747 3681 406 148 258 3275 3229 100 3129 3080 3033 181 125
is_linear=0
shrinkage=0.0995203


Tree=2115
num_leaves=16
num_cat=0
split_feature=12 6 10 21 26 9 9 9 7 1 8 26 21 8 5
split_gain=0.0614453 0.0731999 0.0614468 0.0902241 0.0707758 0.0879186 0.139522 0.0664775 0.205362 0.187115 0.123866 0.125332 0.0854353 0.0716804 0.054185
threshold=-0.035284999999999997 -0.48214499999999999 0.07635500000000002 0.088120000000000018 0.080935000000000021 0.093335000000000015 0.098465000000000011 0.11296000000000002 0.084545000000000023 0.058455000000000014 -0.052214999999999998 0.15222000000000005 0.13589500000000002 -0.44475499999999996 0.064585000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 4 5 -4 -7 8 12 10 -9 -12 13 -3 -14
right_child=1 2 3 -5 -6 6 -8 9 -10 -11 11 -13 14 -15 -16
leaf_value=-0.0028731843781675992 0.0033762786575502867 -0.0029051507669102567 0.0021073115053376083 0.0021330990187065977 -0.0053498932963410043 -0.0064528787144325361 0.00090826729104487747 0.0041724618028269435 0.0067576003586331925 -0.0066586801034809896 -0.0052906716438112155 0.0017151993714247804 0.00034210521495715743 4.364415673192217e-05 0.0049263410039608177
leaf_weight=76 62 84 50 53 60 54 48 50 46 55 52 49 47 2904 57
leaf_count=76 62 84 50 53 60 54 48 50 46 55 52 49 47 2904 57
internal_value=0 -1.40087e-05 -7.24782e-05 -0.0015313 -0.00245127 -0.00130168 -0.00298079 4.28836e-05 0.000156813 -0.00168862 0.000116245 -0.00188368 5.83471e-05 -3.89798e-05 0.00286249
internal_weight=0 3671 3609 265 212 152 102 3344 3138 206 151 101 3092 2988 104
internal_count=3747 3671 3609 265 212 152 102 3344 3138 206 151 101 3092 2988 104
is_linear=0
shrinkage=0.0995203


Tree=2116
num_leaves=10
num_cat=0
split_feature=35 4 11 3 28 3 3 1 21
split_gain=0.0521049 0.0785502 0.0593809 0.0417318 0.0509285 0.0658835 0.0775119 0.0661229 0.0408748
threshold=0.004000000000000001 0.15615500000000004 -0.15300499999999997 0.14530500000000005 0.080375000000000016 0.13547000000000003 0.12992500000000004 0.15045000000000006 0.015410000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -7 -5
right_child=-2 -3 3 8 -6 7 -8 -9 -10
leaf_value=-0.0032157819079087443 -0.0032524024790982239 0.004081819071312073 -1.2367552797765368e-05 0.0039410689968445642 0.0027813554630116747 0 0.0040577575048886686 -0.0051067441136666177 -7.8895894733537608e-05
leaf_weight=55 47 48 3288 54 65 50 47 50 46
leaf_count=55 47 48 3288 54 65 50 47 50 46
internal_value=0 8.19618e-05 2.92089e-05 7.90126e-05 2.15019e-05 -3.04842e-05 4.47471e-05 -0.00254763 0.0020837
internal_weight=0 3703 3655 3600 3500 3435 3335 100 100
internal_count=3750 3703 3655 3600 3500 3435 3335 100 100
is_linear=0
shrinkage=0.0995203


Tree=2117
num_leaves=12
num_cat=0
split_feature=35 4 8 21 21 6 21 21 19 19 8
split_gain=0.0422504 0.0636933 0.0409873 0.0543265 0.150494 0.307365 0.112291 0.182893 0.0847342 0.0841547 0.0746543
threshold=0.004000000000000001 0.15615500000000004 0.24095500000000006 0.083050000000000027 0.087235000000000021 -0.094839999999999994 0.088010000000000019 0.08927000000000003 0.11183000000000003 0.097510000000000027 -0.092844999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -5 -6 -8 9 10 -1
right_child=-2 -3 -4 4 6 -7 7 -9 -10 -11 -12
leaf_value=-0.001538311083518477 -0.0029287228871339882 0.0036755959850927871 -0.0022156008116068918 -0.0007198053004824137 -0.0042949479277411039 0.0077412064884060799 0.00578206578401309 7.5229072995123557e-05 0.0034804494926693216 -0.0037831102162611463 5.0710134079366757e-05
leaf_weight=348 47 48 79 88 53 82 59 977 60 67 1842
leaf_count=348 47 48 79 88 53 82 59 977 60 67 1842
internal_value=0 7.37984e-05 2.62731e-05 7.60289e-05 0.000602418 0.00335657 0.000171725 0.000401023 -0.000209645 -0.000308105 -0.000201418
internal_weight=0 3703 3655 3576 1259 170 1089 1036 2317 2257 2190
internal_count=3750 3703 3655 3576 1259 170 1089 1036 2317 2257 2190
is_linear=0
shrinkage=0.0995203


Tree=2118
num_leaves=21
num_cat=0
split_feature=0 0 4 5 5 4 6 17 3 26 9 17 9 17 6 6 17 3 3 0
split_gain=0.0398994 0.041793 0.14419 0.221443 0.195995 0.11786 0.0807032 0.0518633 0.160145 0.0847332 0.125731 0.0731897 0.224529 0.181922 0.42577 0.276995 0.0959559 0.0729759 0.189739 0.110389
threshold=-0.25289499999999993 -0.14731999999999998 0.079660000000000022 -0.015214999999999999 -0.093384999999999982 0.090010000000000021 -0.19631499999999999 0.40057000000000009 0.092510000000000023 0.091485000000000025 0.09518500000000002 0.10932500000000002 0.083715000000000026 0.2590050000000001 0.088315000000000018 -0.007045 0.077740000000000017 0.16149500000000003 0.14721500000000004 -0.040384999999999997
decision_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 4 5 -4 -7 11 -9 -10 -11 16 -13 14 -14 -15 17 18 -3 -19
right_child=1 7 3 -5 -6 6 -8 8 9 10 -12 12 13 15 -16 -17 -18 19 -20 -21
leaf_value=0.0025568566480512322 0.0032285709042907665 0.00012032166473850033 -0.0061728319519489955 -0.0072291025181619017 0.004198820544815348 -0.0030956021877312978 0.00265106116601143 -0.0052443808360201922 0.0024847788459678635 -0.0054366023035971409 0.0010390151837882814 0.0065852000114683049 0.0023168648135196866 -0.0016648553058908606 -0.010002362198692829 0.0086146745289954509 -0.0042604171074572929 0.00084309233127407353 0.0063724058178876147 -0.005929087141088976
leaf_weight=61 63 2578 54 63 62 51 46 72 91 49 75 71 70 55 46 49 50 47 49 48
leaf_count=61 63 2578 54 63 62 51 46 72 91 49 75 71 70 55 46 49 50 47 49 48
internal_value=0 -9.17334e-06 -0.00106238 -0.00204481 -0.000507579 -0.00244543 -0.000361941 9.71609e-05 -0.00118164 0.000175104 -0.0015133 0.00021725 0.00171881 0.000144569 -0.00256129 0.00317052 5.93237e-05 0.000138973 0.00023725 -0.00257002
internal_weight=0 3689 339 276 213 151 97 3350 287 215 124 3063 291 220 116 104 2772 2722 2627 95
internal_count=3750 3689 339 276 213 151 97 3350 287 215 124 3063 291 220 116 104 2772 2722 2627 95
is_linear=0
shrinkage=0.0995203


Tree=2119
num_leaves=22
num_cat=0
split_feature=27 18 4 6 6 0 20 3 17 9 3 18 0 6 18 18 6 18 18 18 21
split_gain=0.0357146 0.0436066 0.10295 0.129293 0.221219 0.207665 0.514134 0.236048 0.333906 0.135428 0.104468 0.0903608 0.279602 0.312398 0.239261 0.16309 0.132796 0.104253 0.101653 0.125273 0.061767
threshold=-0.032854999999999995 -0.085709999999999995 0.10300500000000003 -0.074569999999999984 -0.092434999999999989 -0.085754999999999984 -0.0064400000000000004 0.09304500000000003 -0.26636999999999994 0.083955000000000016 0.087925000000000017 -0.050324999999999995 -0.078144999999999992 -0.007045 -0.067359999999999989 -0.077844999999999998 -0.011749999999999998 -0.040349999999999997 -0.030229999999999996 -0.023444999999999997 0.10645500000000004
decision_type=2 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 6 -5 9 -9 -7 -2 12 13 16 -14 -15 -3 -13 -19 -20 -21
right_child=1 11 -4 5 -6 7 -8 8 -10 -11 -12 17 14 15 -16 -17 -18 18 19 20 -22
leaf_value=0.0019878235637382571 0.0025409243383251305 -0.0036594819678576955 0.0041748661973666171 -0.012143440951202669 0.0061490989811540274 0.0063760113211699648 0.0022745475461403764 -8.2284666332421816e-05 -0.009657023633642129 0.0011038931708685332 -0.0039540581796760474 0.0039295182097860894 0.0060033864517535559 -0.012097288067140357 -0.0027214592118545598 -0.0042940657218902018 0.0037444356068133521 -0.0044198491765867947 0.0048660250471783831 6.7805239679390855e-05 -0.0015318768342861542
leaf_weight=90 49 47 73 47 89 61 51 168 46 234 49 65 67 47 58 62 49 53 51 2023 271
leaf_count=90 49 47 73 47 89 61 51 168 46 234 49 65 67 47 58 62 49 53 51 2023 271
internal_value=0 -1.87667e-05 0.000597544 0.000267616 0.00255629 -0.000436114 -0.00463185 0.000370102 -0.00214423 0.00219684 -0.000698214 -0.000210374 -0.00175685 -0.00402021 0.00194851 -0.00766627 0.000111074 -2.84096e-06 -0.000109773 -1.20102e-05 -0.000120815
internal_weight=0 3660 867 794 187 607 98 509 214 295 98 2793 330 205 125 109 96 2463 2398 2345 2294
internal_count=3750 3660 867 794 187 607 98 509 214 295 98 2793 330 205 125 109 96 2463 2398 2345 2294
is_linear=0
shrinkage=0.0995203


Tree=2120
num_leaves=19
num_cat=0
split_feature=0 20 21 21 21 0 3 3 5 2 20 9 1 5 3 17 8 17
split_gain=0.0525718 0.230271 0.125623 0.327752 0.0603021 0.13669 0.0949865 0.256208 0.269381 0.137533 0.0966759 0.0868194 0.0813837 0.0694567 0.105523 0.0961151 0.067934 0.0580746
threshold=-0.18357499999999999 -0.085594999999999991 0.085190000000000016 -0.026109999999999998 -0.0050399999999999993 -0.15758999999999998 0.08895500000000002 0.086965000000000028 -0.015824999999999995 -0.084114999999999981 -0.083495 0.08846500000000003 -0.013384999999999999 -0.49053999999999998 -0.15154999999999999 0.056905000000000011 0.18287500000000004 0.53699500000000022
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 6 -6 7 -2 -9 12 -11 -12 -8 15 -15 -7 17 -16
right_child=4 2 -4 -5 5 13 9 8 -10 10 11 -13 -14 14 16 -17 -18 -19
leaf_value=0.0075159396392290821 0.003809285680271684 -0.0041890610816947577 -0.0034268977221871542 0.0071424848059451042 -0.0053021979266760083 8.0260588797489098e-05 0.0023460355116339954 0.0015531569487803217 -0.0083640433378197217 -0.002431586653948728 0.0054039119049527967 -0.00056895166222199333 0.0080851440623363278 -0.0048375101945138943 -2.913223357901823e-05 0.0056869260255953376 -0.0029335265639581116 -0.0033871711470442596
leaf_weight=49 73 46 71 56 52 86 51 50 59 68 49 47 48 49 2711 47 86 52
leaf_count=49 73 46 71 56 52 86 51 50 59 68 49 47 48 49 2711 47 86 52
internal_value=0 0.00149295 -0.000208251 0.00202415 -8.59589e-05 -0.00024249 0.000996661 -0.000747834 -0.00380736 0.00220699 0.000433329 0.00247117 0.00513691 -0.000155415 -0.000257725 0.00206772 -0.00017867 -9.26273e-05
internal_weight=0 222 173 102 3528 3083 445 182 109 263 164 96 99 3031 2898 133 2849 2763
internal_count=3750 222 173 102 3528 3083 445 182 109 263 164 96 99 3031 2898 133 2849 2763
is_linear=0
shrinkage=0.0995203


Tree=2121
num_leaves=13
num_cat=0
split_feature=2 2 20 1 1 1 26 18 7 17 17 18
split_gain=0.0466011 0.0669893 0.0542513 0.132358 0.0847903 0.058968 0.0753996 0.0715469 0.0625493 0.0638028 0.0766028 0.0617828
threshold=0.50951500000000005 0.31852000000000008 -0.15398499999999998 -0.046044999999999996 0.024780000000000007 -0.15796999999999997 -0.080514999999999989 -0.13579499999999997 0.095885000000000026 0.6218950000000002 0.32384000000000007 -0.022504999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -4 -8 9 10 -7 -9
right_child=-2 -3 5 4 -6 8 7 11 -10 -11 -12 -13
leaf_value=0.005511337133692752 0.0028057614154805635 -0.0028857919330541374 -0.0046496349023232922 -0.0035364093653209036 0.0023268437259095203 4.5719780063725515e-05 -0.0035857832133403549 0.002484811972533512 -0.0033788567950983083 -0.0033206237415553974 0.0018853483144888436 -0.0010420296800909151
leaf_weight=60 58 80 56 46 52 2775 63 77 51 52 244 136
leaf_count=60 58 80 56 46 52 2775 63 77 51 52 244 136
internal_value=0 -3.72284e-05 2.56361e-05 0.00182912 -0.000416943 -5.66257e-05 -0.00131774 -0.000638732 7.72211e-05 0.000134883 0.000194672 0.000229089
internal_weight=0 3692 3612 158 98 3454 332 276 3122 3071 3019 213
internal_count=3750 3692 3612 158 98 3454 332 276 3122 3071 3019 213
is_linear=0
shrinkage=0.0995203


Tree=2122
num_leaves=25
num_cat=0
split_feature=0 0 4 3 4 2 4 4 0 0 18 17 5 3 0 8 3 8 18 18 26 3 0 6
split_gain=0.0429944 0.141864 0.093965 0.0449395 0.189107 0.0677624 0.124284 0.0727944 0.0659283 0.179258 0.134805 0.132919 0.246082 0.248581 0.0917473 0.107111 0.226553 0.101525 0.0820087 0.311077 0.271384 0.268797 0.140571 0.10786
threshold=-0.18357499999999999 -0.22163999999999998 0.095805000000000015 0.081685000000000021 0.087270000000000028 -0.019910000000000001 0.11874000000000003 0.11541000000000003 -0.079379999999999992 -0.078144999999999992 -0.091229999999999992 -0.015464999999999998 0.065520000000000023 0.087825000000000028 -0.077544999999999989 -0.078054999999999999 0.098455000000000029 -0.070134999999999989 -0.022504999999999997 -0.015440000000000001 0.08734500000000002 0.092635000000000023 -0.090394999999999989 0.090600000000000028
decision_type=2 2 2 2 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 -6 -7 10 -10 11 12 13 -5 -11 16 -16 -17 20 -20 22 -22 -12 -21
right_child=3 -3 -4 8 5 7 -8 -9 9 14 18 -13 -14 -15 15 17 -18 -19 19 23 21 -23 -24 -25
leaf_value=0.0022622534425872122 -0.0059459400954973603 0.0061393360114566338 -0.0023658019577177305 -0.0058331650959336009 0.0057648443213393344 -0.0040402682964721902 -0.0011951406235851669 0.0010029605124576646 -0.0047901772808965765 0.0040554041845520059 -0.00239852928341867 0.0066916500382850994 0.0056075285647523652 0.0037841374247429564 -0.0068996617649180782 0.0022553297184961063 -0.00036225950631410981 -0.00040153093535672012 0.0077427424164146254 -0.00022470778521955262 -0.0057060672356936473 0.0028506734923460825 0.0026382123371183849 0.0024647877125696513
leaf_weight=90 66 48 84 63 47 57 55 56 91 48 79 59 76 46 72 180 195 682 56 1043 159 47 179 172
leaf_count=90 66 48 84 63 47 57 55 56 91 48 79 59 76 46 72 180 195 682 56 1043 159 47 179 172
internal_value=0 0.00134939 2.3315e-05 -7.84793e-05 -0.00128593 0.000140776 0.00200389 -0.00153373 2.57632e-05 -0.000534201 0.000384961 0.00257533 0.00125813 -0.00176698 -0.000204453 -0.000386289 -0.00212822 0.000152316 7.64498e-05 0.000490297 -0.00105541 -0.00374983 0.00109278 0.000155354
internal_weight=0 222 174 3528 281 215 102 113 3247 1268 1979 244 185 109 1177 1129 267 862 1735 1271 464 206 258 1215
internal_count=3750 222 174 3528 281 215 102 113 3247 1268 1979 244 185 109 1177 1129 267 862 1735 1271 464 206 258 1215
is_linear=0
shrinkage=0.0995203


Tree=2123
num_leaves=12
num_cat=0
split_feature=6 1 9 26 9 8 26 9 20 9 9
split_gain=0.0366566 0.106132 0.0721728 0.129947 0.106446 0.0811505 0.0618576 0.0621764 0.100767 0.0753877 0.0554715
threshold=0.12638500000000005 -0.046044999999999996 0.11351500000000002 0.11861500000000001 0.11007500000000002 -0.06520999999999999 -0.2382 0.10227500000000002 -0.016330000000000001 0.099330000000000016 0.095950000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 6 -4 -1 9 -9 10 -8
right_child=1 -3 3 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.0031122689579680916 0.0039755637275471463 -0.0010219254784928306 -0.0031629913845563884 -0.0052814682531888736 0.0045142422784418251 0.0020048595528501289 0.00016470559048483455 -0.0058452958861527895 0.00012316873946264061 0.0036139887718084395 -0.0015255636121195158
leaf_weight=63 83 85 49 72 52 78 2885 46 71 60 206
leaf_count=63 83 85 49 72 52 78 2885 46 71 60 206
internal_value=0 0.0014422 -6.19143e-05 -0.00190389 4.6195e-05 4.518e-06 -2.33096e-05 3.59884e-05 -0.00221641 0.000119882 5.17926e-05
internal_weight=0 168 3582 199 3383 127 3331 3268 117 3151 3091
internal_count=3750 168 3582 199 3383 127 3331 3268 117 3151 3091
is_linear=0
shrinkage=0.0995203


Tree=2124
num_leaves=10
num_cat=0
split_feature=2 1 19 8 19 21 21 20 29
split_gain=0.12164 0.184634 0.0600436 0.0540387 0.0390227 0.0559927 0.0502759 0.109732 0.0557144
threshold=0.31534000000000012 0.0013500000000000003 -0.22061999999999998 -0.36115499999999995 0.14071500000000006 0.15544000000000005 0.11987500000000002 -0.073314999999999991 0.0035350000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 8 -8 -5
right_child=1 -3 3 4 -6 -7 7 -9 -10
leaf_value=-0.0033613318402892565 0.001304802143440763 -0.0059549110134286074 0.0028987777817070385 0.00022585511906389287 0.0030419653297468863 0.0030393048066377623 -0.0054101539876244675 0.00011511289400351913 -0.0022718395611518944
leaf_weight=47 61 80 73 3109 46 64 52 112 91
leaf_count=47 61 80 73 3109 46 64 52 112 91
internal_value=0 -0.00280838 0.00017137 0.000218411 0.000161852 0.000122966 6.72389e-05 -0.00163181 0.000154571
internal_weight=0 141 3594 3547 3474 3428 3364 164 3200
internal_count=3735 141 3594 3547 3474 3428 3364 164 3200
is_linear=0
shrinkage=0.0995203


Tree=2125
num_leaves=22
num_cat=0
split_feature=2 1 25 8 3 3 18 3 3 3 21 1 2 8 8 9 9 18 9 8 18
split_gain=0.0985938 0.149754 0.0651881 0.058406 0.114397 0.132091 0.659317 0.194851 0.212941 0.120699 0.226281 0.270814 0.223042 0.210293 0.0693805 0.0738092 0.148613 0.427407 0.150271 0.0875141 0.0970772
threshold=0.31534000000000012 0.0013500000000000003 0.096120000000000025 -0.07106999999999998 0.090135000000000021 0.092300000000000021 0.089505000000000015 0.093615000000000018 0.096385000000000012 0.085965000000000028 0.087625000000000022 -0.080954999999999985 0.084895000000000012 -1.0000000180025095e-35 -0.073644999999999988 0.093605000000000022 0.09667000000000002 -0.067924999999999999 0.10125500000000003 -0.076394999999999991 -0.092864999999999989
decision_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 14 9 6 -6 -7 -9 12 11 -11 13 -5 15 19 17 -17 -18 20 -1
right_child=1 -3 -4 4 5 7 -8 8 -10 10 -12 -13 -14 -15 -16 16 18 -19 -20 -21 -22
leaf_value=0.0024288955656619703 0.0011749479771113449 -0.0053622770027563172 0.0037977906056570832 -0.0021174360095807311 -0.010666309234496272 0.0052900153674584208 0.0038875457164717418 -0.0051916103777112617 -0.0003120468521993172 0.0003369754092570712 -0.0017043231164710422 0.010180729916251406 -0.0062516229307569091 0.0052225162122398342 0.003520812141318309 -0.0028895490678453053 -0.0043855901830637057 0.0094486215092330524 0.0022823944827823758 -0.0040869486862771314 -3.0561451277731276e-05
leaf_weight=177 61 80 48 82 67 54 57 100 780 51 64 61 51 73 70 46 54 70 88 48 1553
leaf_count=177 61 80 48 82 67 54 57 100 780 51 64 61 51 73 70 46 54 70 88 48 1553
internal_value=0 -0.00252831 0.000154338 0.000104788 -0.000383357 -0.000916777 -0.00396963 -0.000510596 -0.000867473 0.00109188 0.00300644 0.00570562 -0.000539898 0.00133416 0.000438951 0.000332591 0.00190579 0.00454884 -0.000247554 0.000103848 0.000220598
internal_weight=0 141 3594 3546 1440 1058 124 934 880 382 176 112 206 155 2106 2036 258 116 142 1778 1730
internal_count=3735 141 3594 3546 1440 1058 124 934 880 382 176 112 206 155 2106 2036 258 116 142 1778 1730
is_linear=0
shrinkage=0.0995203


Tree=2126
num_leaves=12
num_cat=0
split_feature=2 21 0 4 3 4 2 29 19 0 8
split_gain=0.0799072 0.0770987 0.119498 0.0562531 0.157751 0.0813954 0.0600981 0.042642 0.0697078 0.0609658 0.0407811
threshold=0.31534000000000012 0.086285000000000014 -0.098180000000000003 0.13424500000000003 0.13775000000000004 0.12719000000000005 0.17898500000000003 0.0050600000000000011 -0.07525999999999998 -0.091935000000000003 -0.073439999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 6 7 8 -1 -9 -10
right_child=1 -3 -4 4 -6 -7 -8 9 10 -11 -12
leaf_value=-0.0030684368725845943 -0.0075414072258154548 0.0010542227162894215 -0.0004596217784346671 0.0060240119824221776 -0.0010092983191436124 -0.0036658705481065986 0.0036991517935793397 -0.00032058347799007953 0.00038115723087544693 0.0046551784208069677 -0.00034138417828357575
leaf_weight=71 46 46 49 58 69 57 46 49 1884 48 1312
leaf_count=71 46 46 49 58 69 57 46 49 1884 48 1312
internal_value=0 -0.00227611 -0.00389732 0.000138955 0.00219632 6.33557e-05 0.000125932 7.68276e-05 1.55212e-05 0.00213321 8.42883e-05
internal_weight=0 141 95 3594 127 3467 3410 3364 3267 97 3196
internal_count=3735 141 95 3594 127 3467 3410 3364 3267 97 3196
is_linear=0
shrinkage=0.0995203


Tree=2127
num_leaves=11
num_cat=0
split_feature=3 4 22 5 4 27 27 4 20 27
split_gain=0.0471546 0.0807135 0.049825 0.049308 0.147845 0.043177 0.0667964 0.0679853 0.0521454 0.0341327
threshold=0.31589000000000006 0.14831500000000003 0.12975500000000004 -0.52356999999999998 0.10724500000000002 0.087140000000000009 0.08427500000000003 0.12061000000000001 -0.022974999999999999 0.09995500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5 -7 -10
right_child=-2 -3 -4 5 -6 8 -8 -9 9 -11
leaf_value=0.00081173430738382092 -0.0027973136807515442 0.0040992593754904912 0.0028070314587846598 0.00011234469865696845 -0.0056033180415468132 0.0037645555083396609 -0.003794211471600454 -0.0024282058060474273 0.0019668924849932275 -0.0011394881666200302
leaf_weight=87 57 49 63 3059 60 66 46 108 68 72
leaf_count=87 57 49 63 3059 60 66 46 108 68 72
internal_value=0 8.70027e-05 3.26022e-05 -1.61837e-05 -0.00180109 6.03188e-05 -2.89816e-05 2.54492e-05 0.00145712 0.000363478
internal_weight=0 3678 3629 3566 147 3419 3213 3167 206 140
internal_count=3735 3678 3629 3566 147 3419 3213 3167 206 140
is_linear=0
shrinkage=0.0995203


Tree=2128
num_leaves=24
num_cat=0
split_feature=2 2 18 2 3 2 8 8 17 2 1 17 2 8 0 2 8 26 26 27 3 10 3
split_gain=0.0619145 0.102328 0.482832 0.187895 0.123113 0.0739532 0.0761794 0.182256 0.205495 0.112969 0.124963 0.0794349 0.0526214 0.0811301 0.155644 0.127054 0.113595 0.175555 0.187396 0.0902535 0.0869445 0.0798285 0.122059
threshold=-0.087245000000000003 -0.086050000000000001 -0.025879999999999997 -0.085599999999999996 0.087570000000000023 -0.084869999999999987 -0.092299999999999993 -0.089779999999999985 -0.0073949999999999997 0.50951500000000005 -0.083899999999999988 -0.54604999999999992 -0.087804999999999994 -0.082419999999999993 -0.085794999999999996 -0.095649999999999999 0.049655000000000012 -0.09071499999999999 0.086985000000000021 0.080870000000000011 0.11360500000000003 0.086165000000000019 0.10057000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 4 -3 -2 -5 9 8 -8 10 -7 -9 13 14 15 19 17 -15 -19 -1 21 22 -18
right_child=1 3 -4 5 -6 6 7 11 -10 -11 -12 -13 -14 16 -16 -17 20 18 -20 -21 -22 -23 -24
leaf_value=0.0042740549810156899 -0.0050281120062076346 -0.0054445045121489901 0.0095669522549073106 0.0032220895861285424 0.0020317452296984245 -0.0033621224287416962 0.00027683663855573436 -0.0034345368887400431 -0.0080207044686169768 0.0054161579394546751 0.0013264448542181014 0.00012748655637219059 -0.0036944101581915254 0.00070415027446013914 0.0044168175079108557 -0.0050750280251030504 0.00029375302243953911 -0.0089807057822937075 -0.0017377822052528909 -0.0015031803960754049 -0.0037937106317012708 -0.0020131968577290736 0.006415703582140342
leaf_weight=47 52 61 61 75 46 66 57 64 61 55 381 1989 59 81 82 50 109 66 77 62 48 66 46
leaf_count=47 52 61 61 75 46 66 57 64 61 55 381 1989 59 81 82 50 109 66 77 62 48 66 46
internal_value=0 0.000157542 0.00261373 1.8221e-05 -0.00170595 0.00013978 5.29895e-05 -0.000202167 -0.00400563 0.0011581 0.000632342 1.60456e-05 -0.000832289 -0.000601112 0.00089333 -0.000918667 -0.00133332 -0.00298884 -0.0050864 0.000980412 4.22073e-05 0.000879053 0.00211587
internal_weight=0 2968 159 2809 98 2748 2673 2171 118 502 447 2053 793 734 241 159 493 224 143 109 269 221 155
internal_count=3761 2968 159 2809 98 2748 2673 2171 118 502 447 2053 793 734 241 159 493 224 143 109 269 221 155
is_linear=0
shrinkage=0.0995203


Tree=2129
num_leaves=21
num_cat=0
split_feature=2 2 18 2 26 22 8 4 3 3 4 4 20 5 5 3 21 5 5 8
split_gain=0.0502196 0.082972 0.391486 0.152359 0.109357 0.0750108 0.0748282 0.194882 0.12767 0.148536 0.0927776 0.0908322 0.0581954 0.0608987 0.155713 0.117965 0.109352 0.185008 0.0972675 0.0804986
threshold=-0.087245000000000003 -0.086050000000000001 -0.025879999999999997 -0.085599999999999996 0.085300000000000029 0.11738500000000003 -0.092299999999999993 0.13881500000000005 0.087325000000000028 0.084955000000000017 0.14068000000000006 0.12631500000000004 -0.14946999999999996 -0.093875 -0.016815 0.084065000000000015 -0.0086749999999999987 0.030400000000000007 -0.46834999999999999 -0.0061900000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 4 -3 -2 6 8 11 9 -5 -10 -8 -1 18 -15 -16 -17 -18 -14 -20
right_child=1 3 -4 5 -6 -7 7 -9 10 -11 -12 -13 13 14 15 16 17 -19 19 -21
leaf_value=-0.0034913736975719649 0.001845376775332936 -0.004902665899581278 0.008614847055337535 0.0012523738265516871 -0.0047972017576665901 -0.0032405150665245647 4.9199901364297719e-06 -0.0055881473517213091 0.0016442278535636712 -0.0055936805227830124 0.0062395130968322362 0.0039017642961543756 -0.0020425253828262532 -0.0053311331585453982 0.00312565311228203 0.0029279739441882774 -0.0052929785811484257 -0.00023927049439028203 0.00019954231086622811 0.0057553637529361885
leaf_weight=70 48 61 61 84 50 64 2072 61 305 50 51 61 58 71 81 59 101 249 51 53
leaf_count=70 48 61 61 84 50 64 2072 61 305 50 51 61 58 71 81 59 101 249 51 53
internal_value=0 0.000141891 0.00235361 1.64076e-05 -0.00153534 0.000125899 0.000206476 -4.14941e-05 0.00131845 -0.00129602 0.00230484 0.000116747 -0.000749563 -0.000482971 -0.000974602 -0.000341678 -0.00103036 -0.00169997 0.00121447 0.00303875
internal_weight=0 2968 159 2809 98 2748 2684 2194 490 134 356 2133 793 723 561 490 409 350 162 104
internal_count=3761 2968 159 2809 98 2748 2684 2194 490 134 356 2133 793 723 561 490 409 350 162 104
is_linear=0
shrinkage=0.0995203


Tree=2130
num_leaves=16
num_cat=0
split_feature=2 22 22 8 9 2 9 6 6 7 8 8 0 0 17
split_gain=0.0422655 0.0785734 0.0560302 0.0662633 0.0845694 0.137372 0.127967 0.0892724 0.178841 0.0668721 0.06327 0.0673081 0.0594143 0.0473721 0.0683852
threshold=-0.15197999999999998 0.078345000000000012 0.11738500000000003 -0.098504999999999995 -0.14392999999999997 -0.080874999999999989 -0.46256000000000003 -0.11796999999999999 -1.0000000180025095e-35 -0.068034999999999998 -0.094869999999999996 -0.092299999999999993 0.12084000000000002 0.12346000000000003 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 6 -6 -2 -7 -9 -5 -11 -12 -13 14 -1
right_child=2 -3 -4 9 5 7 -8 8 -10 10 11 12 -14 -15 -16
leaf_value=0.0024748862649093244 3.0435595126532252e-05 -0.0049059862130309108 -0.0025710346008253979 -0.0036994368659862562 0.0037461191619397589 -0.0044711618653925497 0.0070408731219093589 0.0035464516964359002 -0.0029104327186480444 -0.0028860783111279561 0.0028066866033114499 -6.9018026994489823e-05 0.0032345319876691011 -0.0024611075501200161 -0.0021082326945747786
leaf_weight=82 49 48 79 49 90 52 55 83 87 73 87 2745 55 74 53
leaf_count=82 49 48 79 49 90 52 55 83 87 73 87 2745 55 74 53
internal_value=0 -0.00127324 4.88806e-05 0.00010955 0.00128691 0.000464678 0.00374575 -0.000861949 0.000237231 -5.2951e-05 7.13659e-06 8.05773e-05 -3.83445e-06 -0.000435013 0.000669524
internal_weight=0 257 3504 3425 416 312 104 222 170 3009 2960 2887 2800 209 135
internal_count=3761 257 3504 3425 416 312 104 222 170 3009 2960 2887 2800 209 135
is_linear=0
shrinkage=0.0995203


Tree=2131
num_leaves=24
num_cat=0
split_feature=1 5 18 21 20 21 20 2 2 27 2 2 5 5 8 8 18 18 2 1 2 5 18
split_gain=0.0439877 0.11643 0.0507745 0.0823506 0.110682 0.152657 0.0872706 0.0965435 0.0857229 0.0704643 0.0562062 0.184448 0.549425 0.382241 0.175602 0.242018 0.325491 0.254287 0.235539 0.392783 0.196246 0.103856 0.128023
threshold=-0.51253999999999988 0.18340500000000004 -0.089234999999999995 -0.012349999999999998 -0.078725000000000003 0.092595000000000025 -0.074014999999999984 -0.0031199999999999999 -0.08385999999999999 -0.032854999999999995 -0.083534999999999984 -0.082234999999999989 -0.0083599999999999994 -0.080724999999999991 -0.084855 -0.086304999999999993 -0.013734999999999999 -0.019539999999999998 -0.086050000000000001 -0.084514999999999993 -0.086934999999999998 0.19224000000000005 -0.082304999999999989
decision_type=2 2 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 -5 -6 8 -8 -4 14 12 13 -12 15 17 -17 -11 20 -20 -16 22 -13
right_child=2 -3 9 4 6 -7 7 -9 -10 10 11 21 -14 -15 18 16 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0012870125709398236 0.0036534806117127553 -0.0051804096254551438 0.0036149536068053006 -0.0048925404758441227 0.004992043746463567 0.0014282346667809926 0.0010650292369557223 0.0035835826331159591 -0.0021221085955473386 -0.0070616671493873651 0.0056866960893161263 -0.0043480065133317189 0.011615980804973319 -0.0046411174829610628 -0.0017071024272354101 0.010716256388281295 -0.00062741804542459098 0.00067459930991382497 -0.013151964842820791 -0.0017450338028003626 0.0051815591692487917 -0.0035903221427276942 9.0018242506500901e-05
leaf_weight=54 86 56 48 82 51 70 234 89 130 52 62 67 53 83 317 49 51 220 46 86 47 88 1640
leaf_count=54 86 56 48 82 51 70 234 89 130 52 62 67 53 83 317 49 51 220 46 86 47 88 1640
internal_value=0 -0.00199805 2.16917e-05 0.00075674 0.000375736 -0.00197627 0.0010867 0.000645213 -7.09854e-05 -0.000165516 -0.000229228 6.14933e-05 0.00294449 -0.000219441 -0.000897692 0.000735175 0.0049228 -0.000801384 -0.00212399 -0.00572638 -0.000815383 -0.000256064 -8.36954e-05
internal_weight=0 110 3651 742 656 152 504 453 364 2909 2861 1993 198 145 868 372 100 272 496 132 364 1795 1707
internal_count=3761 110 3651 742 656 152 504 453 364 2909 2861 1993 198 145 868 372 100 272 496 132 364 1795 1707
is_linear=0
shrinkage=0.0995203


Tree=2132
num_leaves=12
num_cat=0
split_feature=11 2 5 11 11 0 0 2 8 6 26
split_gain=0.0833232 0.100084 0.126991 0.0947682 0.0862948 0.0624495 0.122302 0.0879519 0.0808005 0.13148 0.114963
threshold=-0.11166 -0.241895 0.63223000000000018 -0.40069499999999997 -0.085754999999999984 -0.082284999999999983 -0.082604999999999998 -0.086169999999999983 0.0017700000000000003 0.049085000000000011 -0.084599999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 -3 6 7 -6 10 -10 -7
right_child=1 2 -4 -5 5 8 -8 -9 9 -11 -12
leaf_value=-0.00075152125852584006 0.0040493430270661327 -0.0039156650301860789 -0.0046579843462352874 0.0050464141332822341 -0.0014371981567096843 0.0056026411826969862 -0.0052633378081459736 0.00015694040921835918 2.0627127812639874e-05 -0.0055813216905899448 0.00063466025176860466
leaf_weight=47 58 56 60 68 451 48 49 1426 204 52 1224
leaf_count=47 58 56 60 68 451 48 49 1426 204 52 1224
internal_value=0 -5.11657e-05 -0.000118014 0.00266971 -4.01743e-05 2.24224e-05 -0.000354249 -0.000225658 0.000497741 -0.00111407 0.000822775
internal_weight=0 3628 3570 115 3510 3454 1926 1877 1528 256 1272
internal_count=3743 3628 3570 115 3510 3454 1926 1877 1528 256 1272
is_linear=0
shrinkage=0.0995203


Tree=2133
num_leaves=12
num_cat=0
split_feature=11 6 2 11 2 2 2 4 26 2 8
split_gain=0.067524 0.0911179 0.0811552 0.0671668 0.0618509 0.504421 0.426876 0.154781 0.0934193 0.0662281 0.055969
threshold=-0.11166 -0.085064999999999988 -0.241895 -0.085754999999999984 -0.086169999999999983 -0.08569499999999998 -0.086440000000000003 0.10801000000000002 0.087170000000000011 -0.085089999999999985 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 6 -6 7 8 -5 -7 -11
right_child=2 -3 3 4 5 9 -8 -9 -10 10 -12
leaf_value=0.0053812854323613884 0.0036463516250290337 -0.00021951753318019465 -0.0035259774909355414 -0.00055067323081921531 0.0092817360637660294 -0.0035395079472513085 -0.0096219952311346786 -0.0051276041655121361 0.0019310840327353455 0.00017582055321025252 -0.001643927227488048
leaf_weight=54 58 61 56 515 59 52 51 59 212 2386 180
leaf_count=54 58 61 56 515 59 52 51 59 212 2386 180
internal_value=0 0.00240331 -4.60512e-05 -0.000106269 -5.15388e-05 0.000181677 -0.000798419 -0.000224855 0.000171904 -2.30916e-05 4.78497e-05
internal_weight=0 115 3628 3570 3514 2677 837 786 727 2618 2566
internal_count=3743 115 3628 3570 3514 2677 837 786 727 2618 2566
is_linear=0
shrinkage=0.0995203


Tree=2134
num_leaves=21
num_cat=0
split_feature=11 21 12 8 8 18 8 4 4 3 3 26 4 4 18 18 18 17 17 26
split_gain=0.0547191 0.0849684 0.0671242 0.0483273 0.249261 0.211818 0.140205 0.117777 0.154778 0.127573 0.0610197 0.259493 0.260446 0.252944 0.0748098 0.388861 0.188586 0.139755 0.08944 0.0356833
threshold=-0.11166 0.090095000000000022 -0.072134999999999991 -0.085605000000000001 -0.086489999999999997 -0.020999999999999998 -0.087129999999999999 0.11785500000000003 0.11259500000000001 0.13547000000000003 0.084735000000000019 0.08709500000000002 0.079355000000000023 0.10956000000000003 -0.018629999999999997 -0.027300000000000001 -0.0063699999999999998 -0.065004999999999993 -0.017704999999999995 0.089150000000000021
decision_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 -6 7 8 -4 -9 11 12 -5 -14 15 18 19 -18 -12 -16
right_child=2 -3 3 10 5 -7 -8 9 -10 -11 14 -13 13 -15 16 -17 17 -19 -20 -21
leaf_value=0.0044147742763476772 -0.0035914210397706581 -0.0010764387939358341 -0.00042597254914305584 -0.0050250708107288638 -0.010171798891509548 -0.001357386310116043 0.0043273080759383973 0.0066223767903317663 -0.0062500250751418478 -0.00012926408148747261 0.00088459680789132911 0.0069320424591641028 0.0069858205661784117 -0.0020353624273980646 -0.0028320455328288193 0.0096163282371590324 -0.0023218713167521719 0.00053640189626160068 -0.0010765144236712012 -0.0067740800504149674
leaf_weight=68 52 47 784 70 46 66 68 47 48 67 736 69 63 60 47 46 218 760 335 46
leaf_count=68 52 47 784 70 46 66 68 47 48 67 736 69 63 60 47 46 218 760 335 46
internal_value=0 0.00216342 -4.14906e-05 9.9014e-06 -0.000529524 -0.0049849 -3.66031e-05 -0.000351154 -0.00076296 0.00264713 0.000258151 0.0016936 -0.000174974 0.00257859 8.58905e-05 0.000656027 -0.00050797 -9.98813e-05 0.000270413 -0.00479067
internal_weight=0 115 3628 3576 1126 112 1014 946 832 114 2450 262 193 123 2188 1117 1071 978 1071 93
internal_count=3743 115 3628 3576 1126 112 1014 946 832 114 2450 262 193 123 2188 1117 1071 978 1071 93
is_linear=0
shrinkage=0.0995203


Tree=2135
num_leaves=19
num_cat=0
split_feature=20 20 6 3 3 9 9 4 3 20 20 11 12 1 1 8 3 27
split_gain=0.0551504 0.137691 0.19355 0.139624 0.132881 0.176449 0.117578 0.14541 0.101881 0.158166 0.0824531 0.0798213 0.0664411 0.0529322 0.125706 0.0717449 0.0682682 0.0648347
threshold=-0.083495 -0.085709999999999995 -0.011039999999999999 0.10057000000000002 0.09049500000000002 0.087515000000000023 0.09143500000000003 0.10868000000000001 0.086965000000000028 -0.13053999999999996 -0.08237499999999999 -0.23394000000000001 -0.072134999999999991 0.41291000000000005 0.2705800000000001 -0.08176499999999999 0.10892000000000003 0.083925000000000013
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 7 -5 9 -1 -2 -12 -13 14 17 -15 -17 -14
right_child=10 2 -4 6 5 -7 -8 -9 -10 -11 11 12 13 15 -16 16 -18 -19
leaf_value=-0.0024160206390326584 0.0036667787597913868 -0.0080478821707896456 0.00061444848059925925 -0.0074663563332682684 0.0085527868916649361 0.00058434317866212185 0.00071204692733749589 -0.00017779305528862384 -0.0033522914315987293 0.0057857848914321776 0.0037688526441420397 -0.0037116402194277429 -1.9295534108850356e-05 0.0038226936696711257 -0.0041263595353786351 0.0033011778440093426 -0.0012562784517759942 0.0023193161256786707
leaf_weight=47 66 57 46 63 47 67 78 48 72 46 58 46 2572 86 72 48 101 123
leaf_count=47 66 57 46 63 47 67 78 48 72 46 58 46 2572 86 72 48 101 123
internal_value=0 -0.000876814 -0.00417132 -0.000149991 0.00126294 0.00387676 -0.00224008 -0.00432192 -0.000538011 0.00163198 0.000185605 0.000111369 4.1503e-05 9.92856e-05 -2.22082e-05 0.00153329 0.000206402 8.71352e-05
internal_weight=0 571 103 468 279 114 189 111 165 93 3172 3106 3048 3002 2767 235 149 2695
internal_count=3743 571 103 468 279 114 189 111 165 93 3172 3106 3048 3002 2767 235 149 2695
is_linear=0
shrinkage=0.0995203


Tree=2136
num_leaves=14
num_cat=0
split_feature=24 26 26 26 2 2 2 26 3 26 26 23 3
split_gain=0.0706786 0.0744147 0.0503126 0.163914 0.135882 0.336617 0.219435 0.172932 0.126627 0.123026 0.0785916 0.058781 0.067091
threshold=-0.070599999999999996 0.50635500000000022 0.091275000000000023 0.091915000000000024 -0.082644999999999982 -0.093109999999999984 -0.080874999999999989 0.097505000000000022 0.096385000000000012 0.090625000000000025 0.090020000000000031 -0.022119999999999997 0.16149500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 5 7 -6 -5 -8 10 11 -2 -13
right_child=1 -3 3 4 6 -7 8 -9 -10 -11 -12 12 -14
leaf_value=-0.0035781166249992669 0.0036573725240755311 0.0038918243766400454 -0.0056365281726080451 -0.0061696102683830899 -0.0066035209160780007 0.0066905920412927066 0.0014138253698104581 0.0021912439746915222 -0.0014173401487162737 0.0044334850793579751 -0.0027304533050673267 0.00031167626579636809 -0.0024265960176975436
leaf_weight=52 50 51 59 47 60 87 256 51 402 69 89 2379 92
leaf_count=52 50 51 59 47 60 87 256 51 402 69 89 2379 92
internal_value=0 0.0001164 6.3292e-05 -0.000553779 -0.000220776 0.00218304 -0.000841285 -0.0018102 -0.000314609 0.000285181 0.000175199 0.000278104 0.000209394
internal_weight=0 3692 3641 962 903 185 718 98 658 2679 2610 2521 2471
internal_count=3744 3692 3641 962 903 185 718 98 658 2679 2610 2521 2471
is_linear=0
shrinkage=0.0995203


Tree=2137
num_leaves=8
num_cat=0
split_feature=35 24 12 26 11 29 8
split_gain=0.0661761 0.0500965 0.0615996 0.0607553 0.043416 0.076173 0.0501958
threshold=0.004000000000000001 -0.070599999999999996 -0.013050000000000001 0.50635500000000022 -0.08577499999999999 -0.08570499999999999 -0.51030999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=-0.0029914905084810796 -0.0036925607897211753 0.0032095008659790087 -0.0021638455052396307 0.003504509299953054 0.0036148866594305101 0.0026555919781320689 -1.8591163384392887e-05
leaf_weight=51 46 64 86 51 60 71 3315
leaf_count=51 46 64 86 51 60 71 3315
internal_value=0 0.000105271 0.000148801 9.39018e-05 4.44228e-05 9.9771e-05 3.72412e-05
internal_weight=0 3698 3647 3583 3532 3446 3386
internal_count=3744 3698 3647 3583 3532 3446 3386
is_linear=0
shrinkage=0.0995203


Tree=2138
num_leaves=10
num_cat=0
split_feature=35 4 4 8 4 29 29 26 29
split_gain=0.0536607 0.0397093 0.0449647 0.0725482 0.0666996 0.136245 0.0783453 0.0714559 0.0727788
threshold=0.004000000000000001 0.15615500000000004 0.13707500000000003 -0.39070999999999995 0.12435500000000002 -0.049035000000000002 -0.08781499999999999 0.50635500000000022 -0.082564999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 -1 8 -8
right_child=-2 -3 3 -5 5 -7 7 -9 -10
leaf_value=-0.0038343121421251587 -0.0033250763644618866 0.0029694325136709171 0.0011147982978689395 -0.0040225188334001025 0.0066846257225847182 -0.00010283084966351945 0.0032145581939859356 0.0038684250642828395 -2.8707016568883687e-05
leaf_weight=51 46 47 46 66 46 80 70 49 3243
leaf_count=51 46 47 46 66 46 80 70 49 3243
internal_value=0 9.47944e-05 5.75644e-05 -0.00190524 0.000119913 0.00236863 3.66559e-05 9.56203e-05 3.95725e-05
internal_weight=0 3698 3651 112 3539 126 3413 3362 3313
internal_count=3744 3698 3651 112 3539 126 3413 3362 3313
is_linear=0
shrinkage=0.0995203


Tree=2139
num_leaves=19
num_cat=0
split_feature=24 26 26 26 26 0 26 0 26 5 5 9 5 17 8 6 6 1
split_gain=0.0479096 0.0383676 0.038657 0.110069 0.128695 0.127395 0.125341 0.220291 0.10396 0.0572045 0.466831 0.204353 0.176845 0.307322 0.128824 0.0914979 0.132123 0.016305
threshold=-0.070599999999999996 0.50635500000000022 0.08734500000000002 0.086365000000000011 0.086095000000000019 -0.084369999999999987 0.085355000000000028 -0.086254999999999984 0.08494500000000002 -0.011764999999999999 -0.01554 0.084155000000000021 -0.041054999999999994 0.19454500000000005 -0.052214999999999998 -0.074054999999999996 0.041585000000000011 -0.020614999999999998
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 6 -5 8 -8 -2 10 12 -11 14 -14 -4 17 -17 -13
right_child=1 -3 9 5 -6 -7 7 -9 -10 11 -12 15 13 -15 -16 16 -18 -19
leaf_value=-0.0029519722475601579 0.00022433550851588444 0.0028008154273605522 -0.00023502675191522921 0.00016043747481528562 -0.0048455206314926792 0.0062056886585565279 0.0086520051175203692 -0.00077944229701490072 -0.0038905078657514489 -0.0065951739872007475 0.0089240665716964779 0.0037620313866340341 -0.00050531516240482721 -0.010128268169005175 0.0038504969605816634 -0.00318192762173194 0.00010386225202535523 0.0010798776683723903
leaf_weight=52 1744 51 540 73 50 66 47 51 63 59 57 46 110 47 89 179 374 46
leaf_count=52 1744 51 540 73 50 66 47 51 63 59 57 46 110 47 89 179 374 46
internal_value=0 8.97708e-05 5.1572e-05 0.000330489 0.000137657 0.00303674 0.000268878 0.00373545 8.04208e-05 -0.000325437 0.00022681 -0.000987885 -0.000402866 -0.00339129 0.000341751 -0.0004737 -0.000958232 0.00242985
internal_weight=0 3692 3641 2094 1955 139 1905 98 1807 1547 843 704 786 157 629 645 553 92
internal_count=3744 3692 3641 2094 1955 139 1905 98 1807 1547 843 704 786 157 629 645 553 92
is_linear=0
shrinkage=0.0995203


Tree=2140
num_leaves=29
num_cat=0
split_feature=3 18 0 18 17 0 0 4 1 1 5 5 18 5 17 17 2 4 17 2 5 5 2 1 0 1 0 1
split_gain=0.108278 0.257354 0.558474 0.208496 0.190164 0.174902 0.11808 0.0728679 0.065214 0.159374 0.157405 0.227265 0.251546 0.126421 0.272554 0.0967617 0.179934 0.213133 0.179186 0.133898 0.345797 0.32902 0.100181 0.0796387 0.117559 0.228692 0.164281 0.0396888
threshold=0.084550000000000028 -0.019539999999999998 -0.08269 -0.01205 0.11012500000000003 -0.10148 -0.088694999999999982 0.10947000000000003 -0.019984999999999999 -0.016029999999999999 -0.082179999999999989 -0.091729999999999992 0.092750000000000013 -0.072535000000000002 -0.021090000000000001 -0.015100000000000001 0.096520000000000022 0.086825000000000027 -0.0058449999999999995 -0.086254999999999984 -0.42170999999999997 -0.063819999999999988 -0.090394999999999989 -0.025874999999999999 -0.084834999999999994 -0.085184999999999997 -0.081854999999999997 -0.08113999999999999
decision_type=2 2 2 2 2 2 2 2 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 -5 -7 -8 10 -10 11 27 -13 14 -12 16 17 22 -17 20 -20 -21 -11 24 25 -15 -26 -2
right_child=8 3 -4 4 -6 6 7 -9 9 15 13 12 -14 23 -16 18 -18 -19 19 21 -22 -23 -24 -25 26 -27 -28 -29
leaf_value=-0.011553028105561395 0.0018791111215725805 0.0060114886849495447 0.0014830704232195382 0.0056716672397808384 -0.0063530306938635655 -0.0046538636550134257 0.0017962487334866847 -0.002307043321813149 -0.0055793177375544701 -0.0054883919550546851 0.002356855077751875 0.010951655287695747 0.0014929993676116797 0.0034328083293074514 -0.0080819750794504774 0.0054621167266756306 -0.0062621130436955729 0.0054253169288792291 -0.0020195672114369507 0.00082597641716030529 0.0078041065347315671 -0.0043853091803603686 -0.00057858855337006472 0.0041279938877895094 0.0037192676763966002 -0.0039735505003164785 0.00037064749605698405 -0.0021259377267407852
leaf_weight=65 48 51 65 48 52 62 122 66 51 46 48 58 54 59 51 72 57 56 68 584 74 151 398 63 173 137 905 50
leaf_count=65 48 51 65 48 52 62 122 66 51 46 48 58 54 59 51 72 57 56 68 584 74 151 398 63 173 137 905 50
internal_value=0 -0.00118065 -0.00502868 6.48072e-05 -0.000799371 0.000166978 -0.000886649 0.000351377 0.000353612 -0.000107641 0.000790422 0.00333589 0.00639854 0.000417603 -0.00301246 7.71116e-05 -0.000963529 -0.000357853 0.000688761 0.000295944 0.00309405 -0.000243528 -0.00108911 0.000672199 0.000500665 -0.00173991 0.000908802 -0.000155928
internal_weight=0 531 130 401 350 298 250 188 3203 1557 1646 210 112 1436 99 1506 557 500 949 877 142 735 444 1337 1274 196 1078 98
internal_count=3734 531 130 401 350 298 250 188 3203 1557 1646 210 112 1436 99 1506 557 500 949 877 142 735 444 1337 1274 196 1078 98
is_linear=0
shrinkage=0.0995203


Tree=2141
num_leaves=39
num_cat=0
split_feature=17 26 17 17 2 2 26 17 8 5 9 18 21 21 22 8 5 17 18 0 26 5 26 26 5 5 9 9 1 18 2 8 1 2 0 5 8 8
split_gain=0.062047 0.182248 0.270409 0.129495 0.284133 0.555973 0.33378 0.281269 0.157985 0.151727 0.106978 0.218656 0.10118 0.413629 0.196797 0.14445 0.179395 0.129455 0.31337 0.246536 0.0843315 0.14175 0.138599 0.221561 0.194804 0.35589 0.150451 0.25604 0.143492 0.249641 0.423418 0.245326 0.136865 0.110687 0.263976 0.192639 0.0662292 0.0767592
threshold=-0.0017249999999999998 0.11215000000000001 -0.036600000000000001 -0.021090000000000001 -0.082404999999999992 -0.081559999999999994 0.088325000000000028 -0.0092949999999999994 -0.086914999999999992 -0.081415000000000001 0.11076000000000003 0.089775000000000021 0.095695000000000016 0.10254500000000003 0.077555000000000027 0.0012600000000000003 0.5134350000000002 -0.078119999999999995 -0.080814999999999984 -0.082339999999999983 0.11215000000000001 -0.052494999999999993 0.090170000000000014 0.091485000000000025 -0.012464999999999999 0.0035750000000000005 0.09091500000000001 0.094010000000000024 -0.010764999999999999 0.087065000000000017 -0.083204999999999987 -0.089044999999999999 -0.013384999999999999 -0.086254999999999984 -0.096019999999999994 -0.06515 -0.070134999999999989 -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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 12 6 -6 7 8 -5 -7 11 -3 14 -14 17 16 -15 19 -19 -1 22 36 24 -24 28 -26 -25 -28 29 30 -2 -31 -29 34 -30 -35 -22 -38
right_child=20 2 -4 4 5 9 -8 -9 -10 -11 -12 -13 13 15 -16 -17 -18 18 -20 -21 21 -23 23 26 25 -27 27 32 33 31 -32 -33 -34 35 -36 -37 37 -39
leaf_value=-0.0026848886686991606 -0.001200847946806466 0.0069874447012368522 0.0086216787312571926 0.0055713794774436233 0.010001146179049439 -0.0063127453988193654 -0.010628873950094608 -0.0070402761858056676 -0.0025043334632841269 0.00041802128561838607 -0.0031851632992481258 -0.0023588417238185133 -0.0098864317283871191 -0.00042262266518451082 0.0056947453121906823 -0.0039126446675532538 0.0064711904462633838 -0.0025446618866981851 0.0047169757163568159 0.0008197831497327268 0.0027075721401560739 -0.0057148148100465319 0.0082541118839338772 0.0052271657165616648 0.009035286862093251 -0.0013707228622759666 -0.0046753755652842125 0.0047108128141551799 -0.0015960031068981337 -0.0036227858044742354 -0.012824612194717814 0.0063389276624483439 -0.0017320990010457596 0.0005752679719608901 0.0077771760537787595 -0.0052939800166490053 -0.0039227089370256017 0.0014571310283004195
leaf_weight=332 96 50 54 46 48 58 63 67 50 77 53 49 51 157 64 74 49 94 157 495 64 53 57 78 66 64 73 97 57 47 46 51 49 519 62 62 55 50
leaf_count=332 96 50 54 46 48 58 63 67 50 77 53 49 51 157 64 74 49 94 157 495 64 53 57 78 66 64 73 97 57 47 46 51 49 519 62 62 55 50
internal_value=0 -0.000238116 0.00257149 -0.000546086 -0.00211283 0.00079838 -0.00447376 -0.00208977 0.00135675 -0.00246765 0.000416698 0.00235324 -0.0001105 -0.00164298 0.00033296 -0.000138568 0.0012132 1.38757e-05 0.00199422 -0.000586181 0.000578858 -0.00122376 0.000860459 0.00256773 0.000294858 0.00390603 0.00147365 0.000133042 -0.00020369 -0.00230424 -0.00497206 0.00155302 0.00254286 0.000515331 0.00328062 -4.96459e-05 0.000179835 -0.00135308
internal_weight=0 2088 206 1882 409 183 226 163 96 135 152 99 1473 331 1142 280 206 1078 251 827 1646 222 1424 354 1070 130 297 219 940 240 142 98 146 700 119 581 169 105
internal_count=3734 2088 206 1882 409 183 226 163 96 135 152 99 1473 331 1142 280 206 1078 251 827 1646 222 1424 354 1070 130 297 219 940 240 142 98 146 700 119 581 169 105
is_linear=0
shrinkage=0.0995203


Tree=2142
num_leaves=16
num_cat=0
split_feature=3 18 0 18 6 2 3 2 36 3 6 7 25 6 0
split_gain=0.0874888 0.205916 0.423093 0.181592 0.13812 0.287193 0.116443 0.063341 0.064809 0.0613737 0.0524497 0.0478643 0.0525824 0.117286 0.0914316
threshold=0.084550000000000028 -0.019539999999999998 -0.08269 -0.01205 0.084410000000000027 -0.087359999999999993 0.079570000000000016 -0.01504 0.08605500000000002 0.084895000000000012 -0.48214499999999999 0.088100000000000012 0.096120000000000025 -0.25061999999999995 0.12433000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 7 8 -5 -2 -11 12 13 -12 -15
right_child=9 3 -4 4 5 -7 -8 -9 -10 10 11 -13 -14 14 -16
leaf_value=-0.010194034070209371 0.0029613253417607051 0.0055905707497492787 0.0011509573351126386 0.0032807506053715951 0.0020131202490999665 -0.0081706009983910245 0.0044173609278796095 -0.0027886423173968116 -0.0017750432635731366 0.0035707483596554321 -0.0035222580265772672 -0.0025297981393233139 0.0035446594307742456 0.00018115943639815168 0.0030823504609554311
leaf_weight=65 84 51 65 55 49 62 59 79 46 46 82 63 47 2769 112
leaf_count=65 84 51 65 55 49 62 59 79 46 46 82 63 47 2769 112
internal_value=0 -0.0010732 -0.00451524 4.06377e-05 -0.000765729 -0.00366771 0.000578629 -0.000675075 0.000970007 0.00030593 0.000234153 0.000183941 0.000241012 0.000188332 0.000294229
internal_weight=0 531 130 401 350 111 239 180 101 3203 3119 3073 3010 2963 2881
internal_count=3734 531 130 401 350 111 239 180 101 3203 3119 3073 3010 2963 2881
is_linear=0
shrinkage=0.0995203


Tree=2143
num_leaves=19
num_cat=0
split_feature=3 18 4 5 5 17 4 36 9 3 4 4 5 6 4 3 3 4
split_gain=0.0709139 0.166934 0.395191 0.152722 0.246668 0.174896 0.0856821 0.109744 0.0781585 0.0497601 0.0456403 0.151639 0.0939827 0.0873981 0.133551 0.15447 0.118022 0.0756973
threshold=0.084550000000000028 -0.019539999999999998 0.080475000000000033 -0.017704999999999995 -0.091229999999999992 -0.013885 0.077235000000000012 0.084475000000000022 0.083110000000000031 0.084895000000000012 0.12498500000000003 0.11805500000000003 -0.49053999999999998 -0.36821999999999994 0.10495500000000003 0.10892000000000003 0.14721500000000004 0.13924500000000004
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 6 8 -3 -8 -5 -2 11 13 -12 -11 16 -16 -15 -14
right_child=9 3 -4 5 -6 -7 7 -9 -10 10 12 -13 17 14 15 -17 -18 -19
leaf_value=-0.0087664303961966332 0.0026666134585429618 0.00365985098229234 0.002330548973509343 -0.0030128037450753162 -0.0078415520727104122 0.00685006864864093 -0.0039467993932685123 0.0015437064803905359 0.0025137699317026 -0.0040948841946969001 0.0055984084500717689 -0.0050687880141836684 0.0025849157364221521 8.7904493386011145e-06 0.0079004712583341519 0.0011589081849597378 0.004939540228948657 -0.0016010980211064606
leaf_weight=75 84 49 55 47 49 57 71 73 55 46 46 55 87 2579 46 127 49 84
leaf_count=75 84 49 55 47 49 57 71 73 55 46 46 55 87 2579 46 127 49 84
internal_value=0 -0.000966085 -0.00406526 3.65933e-05 -0.00153561 0.00243465 6.11429e-05 -0.00115773 -2.4763e-05 0.000275535 0.000210876 0.000106472 0.00160333 0.000206738 0.000277675 0.0029562 0.000101038 0.000523841
internal_weight=0 531 130 401 242 159 193 144 102 3203 3119 2902 217 2847 2801 173 2628 171
internal_count=3734 531 130 401 242 159 193 144 102 3203 3119 2902 217 2847 2801 173 2628 171
is_linear=0
shrinkage=0.0995203


Tree=2144
num_leaves=26
num_cat=0
split_feature=3 3 3 8 9 17 3 26 5 18 4 21 9 26 18 9 5 17 3 17 27 4 2 5 2
split_gain=0.0538143 0.0469036 0.264573 0.113319 0.155168 0.507049 0.168368 0.231253 0.139538 0.0744373 0.173547 0.240936 0.175671 0.161539 0.344793 0.138338 0.133374 0.110233 0.348105 0.164859 0.126693 0.125292 0.0773545 0.207425 0.144928
threshold=-0.15154999999999999 0.092900000000000024 0.092300000000000021 0.049655000000000012 0.09202500000000001 -0.038314999999999995 0.089985000000000023 0.086095000000000019 0.26676500000000009 -0.050324999999999995 0.10739000000000003 0.099005000000000024 0.09649000000000002 0.093690000000000023 -0.16233499999999998 0.10125500000000003 0.054660000000000007 -0.05543 0.097255000000000022 -0.029114999999999999 0.08043500000000002 0.10373000000000003 -0.081445000000000004 -0.13955999999999999 -0.073369999999999991
decision_type=2 2 2 2 2 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 -6 8 -8 -2 10 11 13 -13 14 -3 -14 -15 18 -11 -19 21 -20 23 -21 -24
right_child=1 9 -4 -5 5 -7 7 -9 -10 17 -12 12 15 16 -16 -17 -18 19 20 22 -22 -23 24 -25 -26
leaf_value=-0.0028843442127445516 -0.00037826998115442976 0.00098568039244251041 0.0063951601278542684 0.0037554229217666808 -0.01049781564745263 0.0024782656304828004 -0.0015425777299348489 0.0049136692099556022 0.0046064478816159656 0.0092769265182880162 0.0044138071221693003 0.004308867918538138 -0.0058591135584529228 0.0023304892952245339 -0.0085049620618274022 0.0015285544750829375 -0.0040185606639169605 -0.0053264599064971512 -0.0002985684763391337 0.00080201616441045391 -0.0039774291238043611 0.0054318922780777941 0.0030637562810211156 -0.006482768842756473 -0.00036367361902762637
leaf_weight=63 1349 55 70 83 55 65 84 158 58 51 48 85 46 64 121 55 67 63 120 100 55 55 157 63 550
leaf_count=63 1349 55 70 83 55 65 84 158 58 51 48 85 46 64 121 55 67 63 120 100 55 55 157 63 550
internal_value=0 4.91066e-05 0.000388948 0.00016149 -6.67214e-06 -0.00346228 0.000244301 0.00266928 -0.000172206 -0.000322607 -0.00129364 -0.00185099 0.00097207 -0.00356405 -0.00553449 -0.00182802 -0.000910486 0.000109442 0.00183798 -0.00041028 0.000184913 0.00149776 -5.33392e-05 -0.00200855 0.000396281
internal_weight=0 3677 1922 1852 1769 120 1649 242 1407 1755 541 493 186 307 176 101 131 1214 281 933 230 175 870 163 707
internal_count=3740 3677 1922 1852 1769 120 1649 242 1407 1755 541 493 186 307 176 101 131 1214 281 933 230 175 870 163 707
is_linear=0
shrinkage=0.0995203


Tree=2145
num_leaves=22
num_cat=0
split_feature=24 5 1 18 18 26 26 8 1 5 1 2 2 1 18 1 17 2 18 17 10
split_gain=0.0644039 0.0396517 0.133677 0.198725 0.0779146 0.14381 0.152791 0.145679 0.181317 0.158615 0.0608253 0.0803095 0.170429 0.209015 0.122036 0.26766 0.143628 0.0795622 0.100812 0.0490726 0.0478816
threshold=0.10415500000000003 0.41370500000000004 0.056790000000000014 -0.25748499999999996 -0.081614999999999993 0.092955000000000024 0.090170000000000014 -0.013304999999999999 -0.094454999999999997 0.26760500000000004 -0.15353499999999998 -0.083589999999999984 -0.082830000000000001 -0.083284999999999984 -0.019539999999999998 -0.085574999999999998 0.048755000000000014 -0.01504 0.089775000000000021 -0.43873000000000001 0.086165000000000019
decision_type=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 6 7 8 -1 -9 17 14 -13 -14 15 -12 -16 18 -6 -4 -5
right_child=-2 2 19 20 10 -7 -8 9 -10 -11 11 12 13 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=-0.002594053171973954 -0.0036610005503940101 -0.0076854947009615104 0.0036601060651654639 0.0014225810945753378 0.0057365120233604924 0.005392854030896249 -0.0040763972549994329 -0.0025438227500507436 0.0030488717128680631 0.0037561120832743534 0.0015623063803245519 0.0042779987360107158 -0.0049235873015511982 0.00010817738266165036 0.00031799401669698379 -0.0079880138884826143 -0.0038196810313880919 -0.0009053332467551515 -5.7103177243506993e-05 -0.00067116010676863957 -0.0026911050693262076
leaf_weight=67 47 56 57 62 67 68 63 165 352 52 49 91 86 1656 397 71 105 78 53 47 51
leaf_count=67 47 56 57 62 67 68 63 165 352 52 49 91 86 1656 397 71 105 78 53 47 51
internal_value=0 4.63567e-05 -0.00110752 -0.00283689 0.000138704 0.00102226 0.000595905 0.00106002 0.00214459 -0.00103039 -0.000116429 -0.000252045 7.91113e-05 -0.000139764 -0.00122926 -0.00408148 -0.000545825 0.00156094 0.00317084 0.00169484 -0.000426794
internal_weight=0 3693 273 169 3420 767 699 636 419 217 2653 2455 1833 1742 622 120 502 198 120 104 113
internal_count=3740 3693 273 169 3420 767 699 636 419 217 2653 2455 1833 1742 622 120 502 198 120 104 113
is_linear=0
shrinkage=0.0995203


Tree=2146
num_leaves=26
num_cat=0
split_feature=24 3 3 1 6 8 6 3 26 18 6 3 18 18 8 1 1 3 20 6 3 8 3 19 19
split_gain=0.0522214 0.0514382 0.13315 0.220726 0.196682 0.146809 0.200333 0.0933934 0.0812915 0.073313 0.161682 0.181037 0.107088 0.0927995 0.362753 0.0925215 0.109407 0.108056 0.0972932 0.0839111 0.270921 0.0986091 0.0556451 0.07647 0.118525
threshold=0.10415500000000003 0.087925000000000017 0.092900000000000024 -0.11467499999999999 0.10877500000000002 -0.09602999999999999 -0.10287 0.087675000000000017 -0.14224499999999998 -0.050324999999999995 -0.065394999999999995 0.096035000000000023 -0.065634999999999985 -0.12363 -0.07106999999999998 -0.03694999999999999 -0.0046399999999999992 0.12015500000000003 -0.077154999999999987 0.099330000000000016 0.10871500000000002 -0.070134999999999989 -0.15154999999999999 0.096755000000000022 0.078135000000000024
decision_type=2 2 2 2 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 -5 -7 8 -1 10 13 -12 -13 14 -4 19 18 -18 -17 21 -21 -11 -10 24 -24
right_child=-2 2 9 4 -6 6 -8 -9 22 15 11 12 -14 -15 -16 16 17 -19 -20 20 -22 -23 23 -25 -26
leaf_value=0.0037149188615915952 -0.0032966569824659838 0.0076321241047038494 -0.0023701296836144609 0.0054887852383683584 0.0072259435068672594 -0.0051521720139829294 0.00067499642379824972 -0.0042597443850288458 -0.0035547010485414052 0.0028483093843850809 -0.0067888211288801735 -0.00047086632596133194 -0.0056569152837677109 -0.0019044876338600784 0.0098659651449091879 -0.0052834155593220761 0.0011675304246675619 -0.0014253006119790456 0 0.0097193791427242927 0 -0.0012244600539932605 -0.00033125384295895692 -0.0032766476349589987 0.0044298827019459966
leaf_weight=48 47 52 50 54 46 65 578 62 55 102 70 280 46 47 46 76 418 257 63 46 74 139 885 79 55
leaf_count=48 47 52 50 54 46 65 578 62 55 102 70 280 46 47 46 76 418 257 63 46 74 139 885 79 55
internal_value=0 4.16991e-05 0.000297051 0.0013617 0.000921754 0.000504521 8.46624e-05 -0.000498722 -0.000290164 -0.000196286 -0.00115755 -0.00219423 -0.00120515 0.00170755 0.00348447 0.00024397 -0.000343311 0.000179121 -0.00288619 0.00157047 0.00372175 0.000495888 -0.000469924 -0.000302621 -5.18056e-05
internal_weight=0 3693 2509 795 743 697 643 1184 1122 1714 539 396 326 143 96 1175 814 675 139 361 120 241 1074 1019 940
internal_count=3740 3693 2509 795 743 697 643 1184 1122 1714 539 396 326 143 96 1175 814 675 139 361 120 241 1074 1019 940
is_linear=0
shrinkage=0.0995203


Tree=2147
num_leaves=29
num_cat=0
split_feature=24 3 3 0 26 1 6 3 1 6 3 5 5 1 5 9 3 26 18 3 9 3 0 27 18 5 6 22
split_gain=0.0423419 0.0417099 0.108026 0.232748 0.328382 0.610615 0.334929 0.329338 0.231302 0.0830506 0.170053 0.160297 0.117895 0.151687 0.185107 0.166187 0.140265 0.0599707 0.100442 0.196587 0.10814 0.0762446 0.103755 0.0703571 0.134271 0.0663083 0.0557114 0.13123
threshold=0.10415500000000003 0.087925000000000017 0.092900000000000024 -0.071799999999999989 0.093835000000000016 -0.079629999999999992 -0.0097999999999999979 0.091715000000000033 -0.016464999999999997 -0.12640499999999996 0.087445000000000023 -0.015824999999999995 -0.093875 -0.082344999999999988 -0.018754999999999997 0.085765000000000022 0.084505000000000011 -0.054024999999999997 -0.092414999999999983 0.10377500000000002 0.095785000000000023 0.16149500000000003 -0.047634999999999997 0.085540000000000019 0.18126000000000006 -0.0086449999999999982 -0.47511999999999999 0.081580000000000027
decision_type=2 2 2 2 2 2 2 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 6 -6 8 -8 -3 26 12 -12 16 14 -14 -15 -11 21 19 -19 -21 22 25 24 -20 -4 -1 -28
right_child=-2 2 17 -5 5 -7 7 -9 -10 10 11 -13 13 15 -16 -17 -18 18 23 20 -22 -23 -24 -25 -26 -27 27 -29
leaf_value=-0.0013745618849960318 -0.002968573089398996 -0.0066210832058138085 -0.00055394400642060613 0.0068408534604986696 -0.012292548540195836 0.0023475893182972499 0.0024422483633989075 0.011341488775364943 0.00050705372893653812 -1.9003197467205023e-05 -0.0010996496320000901 -0.00873346598400003 -0.0062375166153390013 0.00040398935961859103 -0.00026532200576278171 0.0055961776907217826 -0.0067640614448028135 -0.0071868736228361593 -0.00012900612226719965 0.0018117015283544216 -0.0029297223072302543 -0.0023183947008243479 0.0056868362337076095 -0.0031456169123470911 0.0049218868688200084 0.002886266325979121 0.0063471180431094705 -2.4715013412489177e-05
leaf_weight=48 47 57 144 67 51 63 294 48 215 65 62 49 59 225 402 84 58 61 995 90 101 57 52 69 55 90 54 78
leaf_count=48 47 57 144 67 51 63 294 48 215 65 62 49 59 225 402 84 58 61 995 90 101 57 52 69 55 90 54 78
internal_value=0 3.74577e-05 0.000267418 0.00122639 0.000708549 -0.00419477 0.00162027 0.00369366 -0.000983702 -0.000449158 -0.000802611 -0.00447691 -0.000344979 0.000111019 -0.00103144 0.00181811 -0.00320626 -0.000176901 -0.000471752 -0.00226686 -0.000691258 0.000999255 0.00166333 -6.67603e-05 0.000134785 0.000765716 0.00151778 0.00257574
internal_weight=0 3693 2509 795 728 114 614 342 272 1184 1004 111 893 770 461 309 123 1714 1371 252 191 343 286 1119 1050 234 180 132
internal_count=3740 3693 2509 795 728 114 614 342 272 1184 1004 111 893 770 461 309 123 1714 1371 252 191 343 286 1119 1050 234 180 132
is_linear=0
shrinkage=0.0995203


Tree=2148
num_leaves=31
num_cat=0
split_feature=26 4 3 26 2 2 0 3 2 3 17 26 26 4 3 9 17 17 8 8 0 17 0 3 17 3 17 3 0 8
split_gain=0.108798 0.106248 0.171959 0.139603 0.132621 0.163252 0.226698 0.170233 0.152448 0.129141 0.0845175 0.295383 0.184787 0.0987151 0.100994 0.0864231 0.249817 0.30778 0.264508 0.19981 0.169581 0.14741 0.206333 0.288159 0.14442 0.132001 0.125288 0.0853139 0.0800824 0.0616891
threshold=0.08734500000000002 0.11644500000000003 0.084145000000000011 0.088015000000000024 -0.081344999999999987 -0.083204999999999987 -0.075914999999999996 0.097595000000000029 -0.080644999999999994 0.089655000000000026 0.11639500000000001 0.086835000000000009 0.085740000000000025 0.091080000000000022 0.090595000000000023 0.084055000000000032 -0.0042049999999999995 -0.008069999999999999 -0.084554999999999991 -0.093795000000000003 -0.092939999999999995 -0.015464999999999998 -0.085605000000000001 0.09049500000000002 -0.015100000000000001 0.10502000000000002 -0.046254999999999998 0.088055000000000022 -0.091935000000000003 -0.087129999999999999
decision_type=2 2 2 2 2 2 2 2 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 29 5 7 -7 -5 -6 -10 11 15 13 14 -12 21 17 24 19 -18 -20 26 23 -23 -17 -24 27 -1 -15 -4
right_child=1 -3 3 4 8 6 -8 -9 9 -11 12 -13 -14 28 -16 16 18 -19 20 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011940539573460118 -0.0058126474648782346 0.0029651975538624959 -0.0012992397280409409 0.00065517463267130934 -0.006423191006497614 0.00090785641208535094 0.0087235999786515334 -0.0054096802356571145 -0.004287441894207154 -0.00036756214477687873 -0.0013480439906619493 0.0077013806988836626 -0.0070484889882563547 -0.0055113636888963809 0.0043235603888817642 0.00060339395785226878 -0.0024866802558218561 0.0083181612378807248 -0.003304375864295083 -0.010741510147013199 0.0035363959404063911 0.0079599235672275157 -0.0043079005897653511 0.0014636800011958507 -0.0049578464871974353 0.0020091100444804342 -0.004788376622522704 0.0015365232982107802 0.00020048388418953794 -0.0061033731898355722
leaf_weight=193 68 73 46 252 51 116 54 56 94 734 57 56 46 46 68 496 61 49 76 56 68 108 60 182 51 72 51 274 51 64
leaf_count=193 68 73 46 252 51 116 54 56 94 734 57 56 46 46 68 496 61 49 76 56 68 108 60 182 51 72 51 274 51 64
internal_value=0 -0.000741707 -0.00091853 -0.000691114 -0.000414035 0.000919177 0.00339532 -0.000444869 -0.00113997 -0.000813562 0.000343629 0.00058285 -0.00130733 -0.000114036 0.00173076 0.00036056 -0.000361548 0.000761784 -0.00292984 -0.00644471 -6.83264e-05 0.00101978 0.00240062 0.00388579 8.33901e-05 -0.000856057 -0.000103576 0.000406288 -0.00249979 -0.00410182
internal_weight=0 1608 1535 1467 1357 478 170 308 879 828 2121 1853 268 222 125 1797 857 596 261 117 144 940 422 290 547 132 518 467 97 110
internal_count=3729 1608 1535 1467 1357 478 170 308 879 828 2121 1853 268 222 125 1797 857 596 261 117 144 940 422 290 547 132 518 467 97 110
is_linear=0
shrinkage=0.0995203


Tree=2149
num_leaves=36
num_cat=0
split_feature=9 9 17 17 0 3 0 18 0 2 17 18 0 35 0 17 17 6 18 6 18 9 3 18 6 18 9 17 17 18 0 0 2 6 6
split_gain=0.0858201 0.101124 0.0944756 0.115719 0.0962488 0.238049 0.1729 0.211804 0.148238 0.123127 0.106845 0.172705 0.154579 0.0936767 0.104479 0.1261 0.226426 0.228535 0.219452 0.143322 0.181907 0.108761 0.132967 0.0907338 0.129395 0.125274 0.172648 0.204786 0.140322 0.113409 0.0871297 0.199982 0.0420951 0.0371427 0.0318086
threshold=0.083760000000000015 0.083235000000000017 -0.07107999999999999 -0.56368999999999991 -0.077784999999999993 0.092900000000000024 -0.081909999999999997 -0.091869999999999993 -0.072694999999999996 -0.082234999999999989 -0.46515999999999996 -0.091869999999999993 -0.064859999999999987 -0.083194999999999991 0.0047200000000000011 0.016900000000000005 -0.065004999999999993 -0.096164999999999987 0.086800000000000016 -0.14539499999999997 0.044095000000000009 -0.087554999999999994 0.095630000000000021 0.10015500000000002 0.096435000000000021 -0.08428999999999999 0.084235000000000018 -0.040589999999999994 -0.022884999999999999 0.12205500000000002 -0.085754999999999984 -0.082339999999999983 -0.07934999999999999 0.10313000000000001 -0.07664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 5 6 9 -8 -6 -5 12 -12 -10 -1 15 16 18 -18 -15 -17 -21 -16 -23 25 29 30 -27 -28 -29 32 -4 -32 -25 -26 -31
right_child=2 -3 23 4 8 -7 7 -9 10 -11 11 -13 -14 14 21 19 17 -19 -20 20 -22 22 -24 24 33 26 27 28 -30 34 31 -33 -34 -35 -36
leaf_value=0.0045642067466334906 -0.004194272685329091 0.004162461068579348 -0.0018566240045017135 0.00040835410295025378 -0.0043481089876611697 0.0070053473791591003 0.0084577758580026367 0.0003742348098685445 0.0064238145690811788 -0.0047131821774473769 -0.0045108708082890712 0.0026525999606539148 0 0.00097878108995878453 -0.0060389415583637918 0.0016272652834295111 0.00073657420316501263 0.0060216008986300491 -0.0048954852190455905 -0.0073225050641773561 0.00047954472097009806 -0.0036612148225569326 0.0027788981416735619 0.0021108154338309879 -0.0044879018919730803 -0.0074122942956118933 -0.0060973929777098836 0.0037676431605241558 -0.0012690413709769406 -0.0024124435524799496 0.0069192392839285575 -0.0006897196387265417 0.0056630968608549241 -0.00048773720401414664 0.0011319425416326696
leaf_weight=50 51 74 70 185 78 70 53 82 57 62 80 57 106 235 49 82 180 148 86 65 54 65 62 73 47 49 84 58 968 51 58 83 62 46 49
leaf_count=50 51 74 70 185 78 70 53 82 57 62 80 57 106 235 49 82 180 148 86 65 54 65 62 73 47 49 84 58 968 51 58 83 62 46 49
internal_value=0 0.00060282 -0.000430847 0.000404752 0.000688329 0.00166878 0.000688734 0.00355384 -0.0004819 -0.0008739 0.000520587 -0.00152447 0.00224446 0.000357251 0.000151436 0.000609162 0.00128444 0.00312378 -0.00059246 -0.00156714 -0.0037752 -0.00205452 -0.000510777 -0.000864876 0.000620263 -0.00122104 -0.00162736 -0.00137125 -0.000983518 0.00186575 0.00100696 0.0024344 0.0037483 -0.00251813 -0.000667508
internal_weight=0 1150 2579 881 830 452 382 135 378 247 300 137 163 1076 1026 850 649 328 321 201 119 176 127 1698 328 1370 1159 1110 1026 235 211 141 135 93 100
internal_count=3729 1150 2579 881 830 452 382 135 378 247 300 137 163 1076 1026 850 649 328 321 201 119 176 127 1698 328 1370 1159 1110 1026 235 211 141 135 93 100
is_linear=0
shrinkage=0.0995203


Tree=2150
num_leaves=29
num_cat=0
split_feature=26 3 9 18 5 17 9 5 17 0 2 26 20 1 2 26 3 17 17 36 3 3 9 26 3 5 29 3
split_gain=0.0772495 0.0942211 0.174683 0.205292 0.10898 0.34673 0.608535 0.224342 0.212261 0.162135 0.267059 0.105475 0.102572 0.0879129 0.188764 0.288804 0.106169 0.132313 0.067354 0.0613208 0.0950659 0.189633 0.152922 0.144959 0.10801 0.106331 0.0736734 0.0656839
threshold=0.08734500000000002 0.11926500000000002 0.11351500000000002 -0.025079999999999998 -0.011764999999999999 -0.065699999999999995 0.08648500000000002 -0.01554 -0.10337499999999999 -0.080074999999999993 -0.075209999999999985 0.10038000000000001 -0.079225000000000004 -0.00080499999999999994 -0.087075 0.088475000000000012 0.097880000000000023 0.026115000000000006 0.048755000000000014 0.084475000000000022 0.083875000000000019 0.084235000000000018 0.083540000000000017 0.086895000000000014 0.081685000000000021 -0.54165499999999989 -0.082239999999999994 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=19 4 3 -3 7 8 -7 13 11 -8 -11 12 -6 14 -2 -16 18 -18 -15 20 22 -22 24 25 -1 -23 -21 -27
right_child=1 2 -4 -5 5 6 9 -9 -10 10 -12 -13 -14 16 15 -17 17 -19 -20 26 21 23 -24 -25 -26 27 -28 -29
leaf_value=-0.0024124782937774182 0.0061848953267849968 -0.0011573717483382186 -0.0033873924976561142 0.006901553681550719 -0.0055955549076053303 -0.014451343123455416 -0.0065723559942564517 0.0057672465868698368 0.0050417761032163153 0.0050031490704558184 -0.0039378184142683315 0.002947447218155692 -0.00079636919791383181 -0.0068608377324236277 -0.0067179386110720312 0.00044775608168405313 -0.0034947875325422634 0.0031981770148352294 -0.0018550975564351336 0.00026167895870979097 0.0064988494184255391 0.0040185612643077288 -0.005816263807392268 0.0056735557871774728 0.0033182663281025862 -0.0037929418883434264 0.005301539065403346 2.1032002642289756e-05
leaf_weight=76 46 54 51 74 59 51 60 59 69 55 83 52 177 57 64 429 59 58 51 65 49 65 66 47 57 46 52 1598
leaf_count=76 46 54 51 74 59 51 60 59 69 55 83 52 177 57 64 429 59 58 51 65 49 65 66 47 57 46 52 1598
internal_value=0 -0.000621028 0.00152974 0.0034953 -0.000891011 -0.00190394 -0.0047544 -0.000144162 8.1894e-05 -0.00225256 -0.000368457 -0.00110357 -0.00199964 -0.000601743 8.65389e-05 -0.000480816 -0.0022542 -0.000169911 -0.0045046 0.000293497 0.000163762 0.000391733 -0.0018999 0.000220852 3.74003e-05 7.04156e-05 0.00250861 -8.51872e-05
internal_weight=0 1608 179 128 1429 606 249 823 357 198 138 288 236 764 539 493 225 117 108 2121 2004 1805 199 1756 133 1709 117 1644
internal_count=3729 1608 179 128 1429 606 249 823 357 198 138 288 236 764 539 493 225 117 108 2121 2004 1805 199 1756 133 1709 117 1644
is_linear=0
shrinkage=0.0995203


Tree=2151
num_leaves=20
num_cat=0
split_feature=17 5 8 3 5 1 1 0 17 1 20 21 20 17 10 10 5 5 10
split_gain=0.0651211 0.151438 0.33295 0.239641 0.287913 0.109322 0.0716089 0.0686199 0.130264 0.0613473 0.0507796 0.119184 0.105776 0.102402 0.0423792 0.0841325 0.0743003 0.057897 0.0457999
threshold=0.11639500000000001 -0.041054999999999994 -0.081234999999999988 0.094045000000000031 0.057175000000000011 -0.025004999999999999 -0.079434999999999992 0.16362500000000005 0.10178500000000003 0.52078500000000016 -0.077579999999999996 0.088880000000000028 -0.049389999999999996 0.24923500000000007 0.087275000000000019 0.076775000000000024 -0.54165499999999989 0.11083500000000003 0.093790000000000026
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 -4 -5 6 -2 8 9 14 11 -7 -12 -14 15 16 -1 -17 -16
right_child=1 2 3 4 -6 10 -8 -9 -10 -11 12 -13 13 -15 18 17 -18 -19 -20
leaf_value=0.0039638772230332891 0.00044629919546068197 -0.0079341852468004445 0.0052946340118096291 -0.0073576692541526337 0.0030251097307231875 -0.0024346068185054303 0.0059900436483787149 -0.0036382785356731391 0.0052437962453511814 0.0034927955934116266 -0.0058322661736220326 0.0046854695281452231 -0.003405545581571778 0.0020063497334835327 0.0036934502073335727 -0.0052774564561512746 -2.7307306779160805e-05 -0.00061904313847062776 -0.00018693125396313683
leaf_weight=47 47 86 52 62 46 46 46 48 49 51 46 47 61 80 63 50 2688 57 57
leaf_count=47 47 86 52 62 46 46 46 48 49 51 46 47 61 80 63 50 2688 57 57
internal_value=0 -0.0010229 -0.00293992 -0.000250389 -0.0029278 0.000239219 0.00319717 9.47198e-05 0.000153506 7.04513e-05 -0.00074032 0.00115491 -0.00168724 -0.000329161 1.12486e-05 -6.58258e-05 4.09805e-05 -0.00280352 0.00184345
internal_weight=0 619 246 160 108 373 93 3110 3062 3013 280 93 187 141 2962 2842 2735 107 120
internal_count=3729 619 246 160 108 373 93 3110 3062 3013 280 93 187 141 2962 2842 2735 107 120
is_linear=0
shrinkage=0.0995203


Tree=2152
num_leaves=21
num_cat=0
split_feature=6 6 6 6 5 29 0 17 21 2 6 26 26 17 4 19 17 19 6 21
split_gain=0.0710924 0.113805 0.101158 0.0939797 0.0937003 0.0846883 0.0887074 0.0814067 0.174928 0.154011 0.239286 0.0816832 0.124095 0.0902591 0.0779174 0.0730378 0.0739063 0.0816413 0.0484897 0.046133
threshold=-0.079164999999999999 -0.068019999999999983 -0.083069999999999991 -0.086254999999999984 -0.0042299999999999994 0.088460000000000025 0.14315500000000003 -0.042709999999999991 0.086925000000000016 -0.079149999999999984 -0.095814999999999997 0.095610000000000014 0.08709500000000002 -0.008069999999999999 0.073870000000000019 0.11219500000000003 -0.56655999999999984 0.10364000000000002 -0.16169999999999998 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=2 4 3 7 -2 6 15 8 14 19 -11 12 13 -9 -1 16 -3 -18 -13 -10
right_child=1 5 -4 -5 -6 -7 -8 11 9 10 -12 18 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0085083045147938945 0.00042159566557157315 -0.0035448564082863699 0.004510216505727205 -0.003618500203915236 -0.0050049499415070735 -0.0039832274103505519 0.0033478166774874359 -0.0037050368792187825 0.005512561359796552 0.0032860709189041436 -0.005643877028520641 0.0004449152408922643 -0.0037765759368889452 0.00065602061333106844 0.0028265645634755554 0.0029057285125549267 -0.00020455983764621039 0.0039452292806055672 0.0047027512140023001 0.0011670038501040863
leaf_weight=46 49 64 65 53 87 54 76 52 50 51 71 52 89 487 51 77 2134 48 55 48
leaf_count=46 49 64 65 53 87 54 76 52 50 51 71 52 89 487 51 77 2134 48 55 48
internal_value=0 -0.000241369 0.000693338 0.000468075 -0.00304378 -8.56628e-05 1.72779e-06 0.000674736 0.00200792 0.000451534 -0.00190416 9.86281e-05 -0.000333273 0.000233769 0.00552944 -0.000107392 -0.000211055 -0.000112897 0.00264117 0.00339248
internal_weight=0 2589 1170 1105 136 2453 2399 1052 317 220 122 735 628 539 97 2323 2246 2182 107 98
internal_count=3759 2589 1170 1105 136 2453 2399 1052 317 220 122 735 628 539 97 2323 2246 2182 107 98
is_linear=0
shrinkage=0.0995203


Tree=2153
num_leaves=19
num_cat=0
split_feature=6 6 8 6 5 5 6 1 17 6 1 8 18 5 21 22 17 6
split_gain=0.0576809 0.0922372 0.106249 0.0820047 0.0782327 0.0860083 0.0762239 0.0833558 0.11305 0.1423 0.191769 0.143544 0.0954471 0.0944468 0.128916 0.0548786 0.0747221 0.0411937
threshold=-0.079164999999999999 -0.068019999999999983 -0.068099999999999994 -0.083069999999999991 -0.53313499999999991 -0.46617999999999998 -0.086254999999999984 0.0013500000000000003 0.0053950000000000014 -0.094839999999999994 -0.0084199999999999987 -0.088874999999999996 0.094870000000000024 -0.53715999999999997 0.10900500000000002 0.081160000000000024 -0.56655999999999984 -0.063485
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 -3 -6 7 8 9 11 -11 -1 13 -9 -15 16 -7 -18
right_child=1 4 -4 -5 5 15 -8 12 -10 10 -12 -13 -14 14 -16 -17 17 -19
leaf_value=0.0053014428451457433 -0.005441532322115211 -0.0032862798727715929 0.00011231971728374418 0.0040613587184603816 0.0040242223837118288 -0.0037016112885610297 -0.0032583864812729952 0.004184514454424049 -0.0018633033811595544 0.00092406413793539926 0.0085588592606315097 -0.0011509037785183698 -0.0043663815851112849 0.00044237165323442803 -0.0041672569210637568 0.0030375208647426223 0.0027156601143920669 -0.0001185781877765799
leaf_weight=48 70 73 66 65 52 57 53 56 67 60 72 118 47 516 68 55 52 2164
leaf_count=48 70 73 66 65 52 57 53 56 67 60 72 118 47 516 68 55 52 2164
internal_value=0 -0.000217316 -0.00274026 0.000624616 -7.71044e-05 2.09844e-05 0.000421713 0.000607896 0.0018233 0.00265491 0.0050947 0.000709905 -3.66498e-05 0.000280036 -9.29645e-05 -6.80835e-05 -0.00014359 -5.17013e-05
internal_weight=0 2589 136 1170 2453 2380 1105 1052 365 298 132 166 687 640 584 2328 2273 2216
internal_count=3759 2589 136 1170 2453 2380 1105 1052 365 298 132 166 687 640 584 2328 2273 2216
is_linear=0
shrinkage=0.0995203


Tree=2154
num_leaves=20
num_cat=0
split_feature=17 4 3 3 3 3 26 9 21 21 18 18 17 3 3 18 1 17 8
split_gain=0.0484019 0.161299 0.148541 0.122187 0.29527 0.15671 0.176745 0.126168 0.119902 0.0595143 0.185878 0.0694387 0.0669051 0.224511 0.236037 0.0777355 0.148762 0.115853 0.0106577
threshold=-0.21387500000000001 0.10739000000000003 0.086535000000000015 0.094185000000000033 0.098225000000000021 0.11492500000000001 0.090845000000000023 0.089745000000000033 0.10900500000000002 -0.093924999999999995 -0.14734 -0.117225 -0.13530499999999998 0.085730000000000015 0.088605000000000017 -0.089929999999999996 -0.072579999999999992 -0.043894999999999997 -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=1 2 -1 7 -5 8 -7 -4 -6 18 -11 -12 13 -13 -15 16 -14 -17 -2
right_child=9 -3 3 4 5 6 -8 -9 -10 10 11 12 15 14 -16 17 -18 -19 -20
leaf_value=0.0037173292678885509 -0.0011889204303724625 0.004420149486072826 -0.0019862954865420904 0.0063111972971987614 -0.0052509889483113017 0.0041308295376582763 -0.0023219871046178675 -0.0083447995244630511 0.00057486102809030913 0.006067808019276864 -0.0035010920425316673 -0.0026076702855621432 -0.0049266407087547497 0.0098628294683869907 0.00084064507305677081 0.0016467223660799521 0.00062215459921468664 -6.5219926905802261e-05 -0.0033688272878173351
leaf_weight=55 46 55 85 50 143 71 103 49 46 54 50 65 85 50 68 484 109 2045 46
leaf_count=55 46 55 85 50 143 71 103 49 46 54 50 65 85 50 68 484 109 2045 46
internal_value=0 -0.000735609 -0.00120801 -0.00170474 -0.000855027 -0.00184437 0.000306354 -0.00431753 -0.00382873 0.000204645 0.000281097 0.000175109 0.000238643 0.00208091 0.00467054 0.000114532 -0.0018048 0.000262088 -0.00228777
internal_weight=0 657 602 547 413 363 174 134 189 3102 3010 2956 2906 183 118 2723 194 2529 92
internal_count=3759 657 602 547 413 363 174 134 189 3102 3010 2956 2906 183 118 2723 194 2529 92
is_linear=0
shrinkage=0.0995203


Tree=2155
num_leaves=17
num_cat=0
split_feature=29 26 6 25 17 18 4 4 20 26 17 1 18 18 1 6
split_gain=0.0502556 0.116898 0.0741562 0.0572468 0.0369743 0.0789743 0.0684152 0.140601 0.0744536 0.131994 0.051597 0.160652 0.0710484 0.0637396 0.063261 0.0487541
threshold=0.0035350000000000004 0.0054200000000000012 -0.074054999999999996 0.096120000000000025 -0.16207999999999997 -0.14734 0.10739000000000003 0.10252500000000002 0.0040650000000000018 0.11127500000000003 -0.13530499999999998 -0.089520000000000002 -0.09404499999999999 -0.015069999999999998 -0.019984999999999999 0.089430000000000023
decision_type=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 8 9 -1 11 13 14 -7 -12 -14
right_child=1 -3 -4 -5 5 10 -8 -9 -10 -11 12 -13 15 -15 -16 -17
leaf_value=-0.00061468924454649088 -0.0010460009624347075 0.0016650517385657778 -0.0066621442698057932 0.0031865401521515226 0.0040589407844303519 0.0070564554462608257 0.0027178083538958934 -0.0058649616803552627 -0.0041989317273390843 0.0048681407505746831 -0.0040485831777363592 -0.0026652975771208052 0.00043279773293191786 0.0018156174133109547 0.00029097835778778709 -0.0005411019926880819
leaf_weight=462 46 61 48 59 52 46 56 52 48 48 77 48 1849 47 58 702
leaf_count=462 46 61 48 59 52 46 56 52 48 48 77 48 1849 47 58 702
internal_value=0 -0.00171826 -0.00392253 0.000111755 6.03503e-05 0.000215146 -0.000607575 -0.000914199 -0.00045137 -9.70526e-05 0.000144154 0.00199998 4.64283e-05 0.00441666 -0.00217812 0.000164473
internal_weight=0 155 94 3604 3545 2879 666 610 558 510 2827 141 2686 93 135 2551
internal_count=3759 155 94 3604 3545 2879 666 610 558 510 2827 141 2686 93 135 2551
is_linear=0
shrinkage=0.0995203


Tree=2156
num_leaves=21
num_cat=0
split_feature=0 3 4 5 17 5 17 17 17 0 1 17 1 17 3 1 0 5 5 29
split_gain=0.0542215 0.0820238 0.0967533 0.0808476 0.191914 0.101105 0.138656 0.113084 0.069345 0.214433 0.0884774 0.0673733 0.192573 0.248543 0.159035 0.133149 0.102606 0.0931241 0.10405 0.0739042
threshold=-0.10096999999999999 0.31589000000000006 0.14524000000000004 -0.0050400000000000002 -0.092649999999999996 -0.015824999999999995 -0.079754999999999993 -0.035539999999999995 0.24923500000000007 -0.15468499999999999 0.081675000000000011 0.021725000000000005 -0.082635 0.15091000000000004 0.085910000000000028 -0.078509999999999983 0.12512500000000001 -0.338115 -0.091229999999999992 -0.034615
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 -5 6 -1 -8 10 -10 -9 16 13 -13 -14 -16 17 19 -19 -2
right_child=1 -3 -4 4 -6 -7 7 8 9 -11 -12 12 14 -15 15 -17 -18 18 -20 -21
leaf_value=-0.005389055644663316 0.00017076978648671444 -0.0040060997527901262 0.0041510345179341197 0.00036752105108368301 -0.0080822273952303198 0.0039377366001887622 0.0044360253263076741 -0.0040251736132750305 0.0067054514916679723 -0.0022883083602703966 -0.00046312904789811603 0.0082833826331275371 -0.0053977767982725912 -0.00056220618558474667 0.0049609270425018418 0.00013389677718222498 -0.0037777549342455472 0.0028578961641692038 -2.6537523383255162e-05 -0.0044942468661892526
leaf_weight=57 58 46 61 61 47 50 47 90 46 61 300 73 46 55 64 493 74 133 1796 79
leaf_count=57 58 46 61 61 47 50 47 90 46 61 300 73 46 55 64 493 74 133 1796 79
internal_value=0 0.000162806 0.000228491 -0.000779424 -0.00330211 -0.000359656 -0.000718539 -0.00022766 -0.00067034 0.00157052 -0.00128724 0.000144864 0.000969875 0.00447615 0.000224233 0.000689999 -0.000136568 -5.75194e-06 0.000171913 -0.0025133
internal_weight=0 2978 2932 759 108 651 601 544 497 107 390 2871 731 128 603 557 2140 2066 1929 137
internal_count=3737 2978 2932 759 108 651 601 544 497 107 390 2871 731 128 603 557 2140 2066 1929 137
is_linear=0
shrinkage=0.0995203


Tree=2157
num_leaves=32
num_cat=0
split_feature=18 18 8 0 1 26 8 0 0 21 17 9 17 9 18 8 17 17 17 9 20 5 9 10 8 0 8 17 26 5 5
split_gain=0.0578028 0.116968 0.107175 0.195548 0.128338 0.125039 0.33836 0.116208 0.329757 0.242464 0.245324 0.117201 0.100479 0.120813 0.117074 0.132716 0.0584448 0.215527 0.197144 0.193064 0.185702 0.309655 0.121334 0.0824425 0.0620776 0.181512 0.131438 0.11595 0.0958734 0.581808 0.18793
threshold=-0.018864999999999996 -0.027300000000000001 -0.013304999999999999 -0.078144999999999992 -0.018369999999999997 0.083970000000000031 -0.086404999999999996 -0.082794999999999994 -0.082039999999999988 0.08846500000000003 -0.0038549999999999999 0.097680000000000031 -0.46515999999999996 0.095285000000000022 -0.12881499999999999 0.0033350000000000007 -0.088734999999999994 -0.081674999999999998 -0.098644999999999997 0.095415000000000014 -0.081189999999999998 0.24444000000000005 0.086555000000000021 0.088630000000000028 -0.10337499999999999 -0.12236 -0.26194999999999996 0.048755000000000014 0.088685000000000028 -0.0091849999999999987 -0.015214999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 9 -9 10 -7 -10 13 -5 15 -14 18 -18 19 20 -2 22 -22 24 25 27 -27 -19 30 -30 -26
right_child=16 -3 3 12 -6 7 -8 8 11 -11 -12 -13 14 -15 -16 -17 17 23 -20 -21 21 -23 -24 -25 28 26 -28 -29 29 -31 -32
leaf_value=-0.00060568140670281103 0.002500908707845259 0.0039836635089046148 -0.0010181224930273724 0.0064910793773050599 -0.0068356892353002557 -0.00064154958255303743 0.0090786556418516271 0.0081738408493744162 -0.0004813198358238624 0.00276433749906046 -0.0085802104015408748 0.0033368255002155347 -0.0067021872668764819 -0.00048420502855890527 0.0024325315540104538 0.00049948788024268686 0.0057617764299130597 -0.0044082921105670775 -0.0072144212840602384 0.0041658122428436554 0.00061010830798132517 -0.010498539756123564 -0.0054799635263904078 -0.0041309711495286904 -0.00047730541192485889 0.0008582934501201846 0.0066204178170957625 0.0016795502959735557 -0.0004856486124289083 -0.011947817673503041 0.0032130296836638296
leaf_weight=84 74 88 75 50 76 100 62 59 390 88 63 100 50 48 62 51 60 69 51 68 109 46 46 54 773 90 70 56 511 48 166
leaf_count=84 74 88 75 50 76 100 62 59 390 88 63 100 50 48 62 51 60 69 51 68 109 46 46 54 773 90 70 56 511 48 166
internal_value=0 0.000466904 0.000238411 -0.00110043 -0.00395159 0.000822367 0.00350124 0.000332449 0.00114431 -0.00144003 -0.00371489 0.000296223 0.000545953 0.00306626 -0.000964303 -0.00305759 -0.000336686 -0.00010714 -0.00143981 -0.000578805 -0.001755 -0.00332592 -0.00119199 -0.000299276 -0.00018277 0.00116273 0.00338434 -0.00167439 -0.000439302 -0.00147134 0.000174214
internal_weight=0 1446 1358 412 151 946 146 800 549 251 163 490 261 98 163 101 2291 1897 394 343 275 201 155 1837 1783 285 160 125 1498 559 939
internal_count=3737 1446 1358 412 151 946 146 800 549 251 163 490 261 98 163 101 2291 1897 394 343 275 201 155 1837 1783 285 160 125 1498 559 939
is_linear=0
shrinkage=0.0995203


Tree=2158
num_leaves=21
num_cat=0
split_feature=18 18 5 0 5 17 17 9 26 4 17 5 5 26 6 6 4 4 9 1
split_gain=0.0503099 0.133934 0.231763 0.124094 0.104136 0.138176 0.109482 0.103386 0.16619 0.101044 0.0660153 0.242791 0.0940009 0.0558346 0.0994202 0.138595 0.090808 0.142129 0.111062 0.0820979
threshold=-0.025079999999999998 -0.046804999999999992 -0.0073899999999999999 -0.15758999999999998 -0.040404999999999996 0.011640000000000003 -0.0050499999999999998 0.087295000000000025 0.092955000000000024 0.10606500000000003 -0.53447999999999996 0.26245000000000007 0.22078000000000006 -0.031674999999999995 -0.059114999999999994 -0.10754999999999999 0.13752500000000004 0.12829500000000002 -0.26414499999999996 -0.072005
decision_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 -5 6 9 -7 -9 -6 -2 12 13 14 15 -12 17 -15 -18 -16
right_child=10 2 -4 4 5 7 -8 8 -10 -11 11 -13 -14 16 19 -17 18 -19 -20 -21
leaf_value=-0.004931488579078892 -0.0030781797933561689 0.0088090878137038059 9.6429821695915026e-05 -0.003539202603504155 0.00061824059488375189 -0.00025404677773749193 -0.0041812045009661427 0.0092024733944025376 0.0019064197282413382 -0.0034569024279836151 0 0.0069529033060633048 -0.0048042126286188683 -0.00051321755539460222 0.00067729638820115165 0.0045267394257799574 -0.0015889047823747196 -0.0057057461369513524 0.0046957861403312817 -0.0046131541461146537
leaf_weight=46 82 50 77 65 821 68 57 48 88 65 164 46 46 1613 67 113 46 54 70 51
leaf_count=46 82 50 77 65 821 68 57 48 88 65 164 46 46 1613 67 113 46 54 70 51
internal_value=0 0.000452651 0.00353306 0.000141021 0.000334217 0.000554436 4.55044e-05 0.00290298 0.00448752 0.00031835 -0.000303381 -0.000202785 -0.000351157 -0.000256732 0.000813046 0.00184493 -0.000494186 -0.000681913 0.00219652 -0.00160232
internal_weight=0 1385 127 1258 1212 1147 943 204 136 886 2352 2270 2224 2178 395 277 1783 1667 116 118
internal_count=3737 1385 127 1258 1212 1147 943 204 136 886 2352 2270 2224 2178 395 277 1783 1667 116 118
is_linear=0
shrinkage=0.0995203


Tree=2159
num_leaves=10
num_cat=0
split_feature=21 10 10 4 10 6 20 23 21
split_gain=0.0423591 0.0410032 0.0485963 0.0731268 0.0563117 0.160442 0.0382236 0.0450704 0.0457
threshold=0.16638500000000003 0.093790000000000026 0.085705000000000017 0.10606500000000003 1.0000000180025095e-35 0.041585000000000011 0.27003000000000005 1.0000000180025095e-35 -0.096850000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 8 -1
right_child=-2 -3 3 -5 5 -7 -8 -9 -10
leaf_value=-0.0023639653658750724 -0.0026662932780814295 -0.0024952519425048294 0.0046240827361873019 -0.00071773087987880065 -0.0051252003555699354 0.0021216178573475286 -0.0027379970053023439 -0.0025826683920070971 0.00022380490770111799
leaf_weight=69 59 63 56 46 72 52 47 60 3213
leaf_count=69 59 63 56 46 72 52 47 60 3213
internal_value=0 2.15042e-05 6.55912e-05 0.002207 3.18216e-06 -0.00207961 7.9631e-05 0.000119501 0.000169151
internal_weight=0 3678 3615 102 3513 124 3389 3342 3282
internal_count=3737 3678 3615 102 3513 124 3389 3342 3282
is_linear=0
shrinkage=0.0995203


Tree=2160
num_leaves=16
num_cat=0
split_feature=7 6 0 9 6 3 21 1 6 8 3 9 9 9 24
split_gain=0.0804364 0.0547923 0.0823188 0.116108 0.0619006 0.0571964 0.0969606 0.120641 0.256454 0.201429 0.0805988 0.0746631 0.320387 0.12416 0.0258623
threshold=0.093110000000000012 -0.41548999999999997 -0.096359999999999987 0.10814500000000002 -0.23827499999999999 0.084550000000000028 0.083545000000000022 -0.082635 0.083720000000000031 -0.084855 0.084895000000000012 0.087495000000000031 0.087885000000000019 0.085335000000000022 -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 14 -3 6 7 9 -9 -6 -7 13 -13 -12 -4
right_child=-2 4 3 -5 5 10 -8 8 -10 -11 11 12 -14 -15 -16
leaf_value=-0.0045268727908671421 0.003202678750746338 0.0032906114035385898 -1.6686359368795953e-07 -0.0043882945336657757 0.0019026403922994422 0.0030361220506826122 0.0017195977432173059 0.0002653727722900868 -0.0101164803530617 -0.0039380562753439756 -3.4696289159785357e-05 0.0065954082101934109 5.9224261347805777e-05 -0.0022318120171660096 0.0032843793586077607
leaf_weight=70 71 53 46 47 126 85 87 46 48 109 918 78 1562 353 48
leaf_count=70 71 53 46 47 126 85 87 46 48 109 918 78 1562 353 48
internal_value=0 -0.000178837 -0.00173605 -0.000344733 -8.37742e-05 -0.00013643 -0.00122995 -0.0020124 -0.00502729 -0.000802965 1.51335e-05 -7.27969e-05 0.000370591 -0.000645554 0.00166834
internal_weight=0 3676 211 141 3465 3412 416 329 94 235 2996 2911 1640 1271 94
internal_count=3747 3676 211 141 3465 3412 416 329 94 235 2996 2911 1640 1271 94
is_linear=0
shrinkage=0.0995203


Tree=2161
num_leaves=14
num_cat=0
split_feature=7 5 18 0 8 0 18 1 18 0 26 5 2
split_gain=0.0652227 0.080645 0.0473871 0.14925 0.0716215 0.0369633 0.094508 0.0816408 0.0811245 0.179444 0.131198 0.0766793 0.0356921
threshold=0.093110000000000012 0.51775000000000015 0.19545000000000004 -0.072529999999999997 0.18287500000000004 -0.072274999999999992 0.10698500000000001 -0.078509999999999983 -0.067924999999999999 -0.069569999999999993 0.096535000000000024 0.065520000000000023 -0.095204999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 11 -8 10 -10 -7 -1 -3
right_child=-2 12 3 -5 -6 8 7 -9 9 -11 -12 -13 -14
leaf_value=-0.00044367824971092916 0.0028839475168153531 0.0035793815288083842 -0.0011664017713738065 0.0061240532737141086 -0.0032153661840245758 -0.00053812262941795919 0.0053318617141989502 0.00080557044683222641 -0.0064748387491623755 -0.00086156378929201421 0.005153965837777226 0.0014553325534936669 0.00055418951584382877
leaf_weight=2094 71 77 70 46 83 187 53 157 64 481 51 234 79
leaf_count=2094 71 77 70 46 83 187 53 157 64 481 51 234 79
internal_value=0 -0.000160994 -0.000259331 0.00171758 -0.00032694 -0.000254505 -6.9738e-05 0.00195182 -0.000852359 -0.00152224 0.000678172 -0.000252447 0.00205264
internal_weight=0 3676 3520 116 3404 3321 2538 210 783 545 238 2328 156
internal_count=3747 3676 3520 116 3404 3321 2538 210 783 545 238 2328 156
is_linear=0
shrinkage=0.0995203


Tree=2162
num_leaves=13
num_cat=0
split_feature=7 5 12 18 2 18 5 5 26 0 5 9
split_gain=0.0528866 0.0654273 0.0521442 0.0499967 0.134094 0.132398 0.136288 0.129581 0.11423 0.0858874 0.062794 0.0406777
threshold=0.093110000000000012 0.51775000000000015 0.08790000000000002 -0.15202999999999997 -0.076615000000000003 -0.112385 0.26245000000000007 0.40249000000000007 0.084355000000000027 -0.062714999999999993 0.065520000000000023 0.094085000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 -5 10 -1 -6 -7 -3
right_child=-2 11 -4 5 9 7 -8 -9 -10 -11 -12 -13
leaf_value=-0.0029306453699270473 0.0025969365144655238 0.00010133099483045205 -0.0029233652570969824 -0.00021437794270949944 -0.007248227978653315 -0.00027873594401847917 0.0070821421175037372 -0.0051745119022718515 0.0037065414828547903 -0.0012644832159020285 0.0011208563760333795 0.0033370407056328246
leaf_weight=46 71 72 70 50 50 2739 51 51 58 46 359 84
leaf_count=46 71 72 70 50 50 2739 51 51 58 46 359 84
internal_value=0 -0.000144928 -0.000233523 -0.000178709 -0.00170613 -8.44615e-05 0.0034619 -0.000198466 0.000762991 -0.00438955 -0.000116285 0.00184888
internal_weight=0 3676 3520 3450 200 3250 101 3149 104 96 3098 156
internal_count=3747 3676 3520 3450 200 3250 101 3149 104 96 3098 156
is_linear=0
shrinkage=0.0995203


Tree=2163
num_leaves=10
num_cat=0
split_feature=30 7 22 3 4 4 1 6 5
split_gain=0.0465034 0.102939 0.0524879 0.0584021 0.109371 0.165855 0.104691 0.0827041 0.071221
threshold=0.12577500000000003 0.093110000000000012 0.13264000000000004 0.17152000000000003 0.11995000000000003 0.11689000000000002 0.05309500000000001 -0.41548999999999997 -0.54885499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -6 -8 -1
right_child=-2 -3 -4 -5 6 -7 7 -9 -10
leaf_value=-0.003888554073092423 -0.0032285675998002172 0.0037633781033470058 0.0032227541683998054 0.0024812679983239774 -0.0064263297775873441 0.0058566896824841933 -0.0026220931599725637 0.0021503182068997023 -0.00010246394871484014
leaf_weight=50 46 69 46 81 49 46 121 51 3188
leaf_count=50 46 69 46 81 49 46 121 51 3188
internal_value=0 -4.4213e-05 -0.000116774 -0.000159841 -0.00022111 -7.66367e-05 -0.00236424 -0.00120226 -0.00016118
internal_weight=0 3701 3632 3586 3505 3284 221 172 3238
internal_count=3747 3701 3632 3586 3505 3284 221 172 3238
is_linear=0
shrinkage=0.0995203


Tree=2164
num_leaves=18
num_cat=0
split_feature=6 6 11 6 21 17 5 17 17 18 0 8 2 2 3 9 2
split_gain=0.0589909 0.117004 0.0723915 0.0704947 0.0953589 0.0994072 0.0646302 0.132037 0.0619486 0.0830632 0.0698136 0.0538908 0.050901 0.163356 0.0666108 0.0665088 0.0424863
threshold=-0.0065449999999999996 -0.0087049999999999992 0.083750000000000033 -1.0000000180025095e-35 0.09266000000000002 -0.56368999999999991 0.41488500000000011 -0.467555 0.41239500000000012 -0.15202999999999997 -0.092939999999999995 -0.054384999999999996 -0.13535499999999998 -0.097754999999999995 0.10038500000000002 0.087885000000000019 -0.075609999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 5 -5 8 -8 9 -1 -11 -9 14 -14 -7 -15 -10
right_child=3 -3 -4 4 -6 12 7 11 16 10 -12 -13 13 15 -16 -17 -18
leaf_value=-0.0039282638372993067 -0.0040236845765871873 0.0048568690263068185 0.0041312878451280257 0.0040844531779353696 -0.0036538245804855173 -0.00051091586710286187 0.0061426611970552773 0.0024030856213537247 0.0005254847630565987 -0.00079516966293904511 0.00060767872897735857 -0.0022212176503989232 -0.0049906123445635437 0.00043230045617259622 0.0035458743073000657 -0.00090859576353206862 0.0040857140233899417
leaf_weight=57 51 57 47 54 79 83 53 48 81 664 746 52 74 779 77 691 57
leaf_count=57 51 57 47 54 79 83 53 48 81 664 746 52 74 779 77 691 57
internal_value=0 0.000416621 0.000275949 -0.000372815 -0.000271012 -0.000118531 0.000172411 0.00212684 -1.33882e-05 -0.000203528 -5.23728e-05 0 -0.000252205 -0.000427709 0.0014363 -0.000197455 0.00200195
internal_weight=0 1862 1805 1888 1837 1758 1758 153 1605 1467 1410 100 1704 1544 160 1470 138
internal_count=3750 1862 1805 1888 1837 1758 1758 153 1605 1467 1410 100 1704 1544 160 1470 138
is_linear=0
shrinkage=0.0995203


Tree=2165
num_leaves=16
num_cat=0
split_feature=28 6 6 1 1 3 0 1 26 19 1 0 38 29 6
split_gain=0.0541775 0.0640888 0.118754 0.08014 0.168911 0.165719 0.188122 0.0944947 0.259303 0.130592 0.357786 0.0750085 0.0967534 0.113541 0.0541098
threshold=0.10217500000000003 -0.015744999999999999 -0.03252 0.15756500000000004 -0.0084199999999999987 0.088385000000000033 -0.081604999999999997 -0.01538 0.08401500000000002 0.11183000000000003 -0.034059999999999993 0.0083400000000000019 -0.072014999999999996 -0.084014999999999992 -0.042294999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 7 -6 -7 9 -9 10 -3 12 -1 -14 -15
right_child=-2 3 -4 -5 5 6 -8 8 -10 -11 -12 -13 13 14 -16
leaf_value=0.0046235566046867772 -0.0033402408376009387 -0.00017516457291284805 0.0048417793045791345 0.0033447899486439914 0.0013478311493768953 -0.0090721721182232453 -0.00088589651054827114 0.0073415202222218267 -0.0014966866053907552 0.0048395766876690996 -0.0073930689135188847 -0.0035495394838154243 -0.0035479916636610639 0.00065980858056744244 -0.0025518631657877318
leaf_weight=54 47 1628 61 58 49 65 49 59 74 47 71 47 71 1316 54
leaf_count=54 47 1628 61 58 49 65 49 59 74 47 71 47 71 1316 54
internal_value=0 5.99178e-05 0.000533982 -0.000301562 -0.000405532 -0.00347888 -0.00556069 -0.000138489 0.00241787 -0.000333686 -0.000477278 0.000363039 0.000486591 0.000330994 0.00053262
internal_weight=0 3703 1603 2100 2042 163 114 1879 133 1746 1699 1542 1495 1441 1370
internal_count=3750 3703 1603 2100 2042 163 114 1879 133 1746 1699 1542 1495 1441 1370
is_linear=0
shrinkage=0.0995203


Tree=2166
num_leaves=14
num_cat=0
split_feature=13 28 6 6 5 6 20 6 6 6 2 27 27
split_gain=0.0541024 0.0426777 0.0502391 0.0985669 0.06628 0.137469 0.127712 0.0729004 0.060542 0.058814 0.218681 0.0465272 0.168571
threshold=0.089365000000000014 0.10217500000000003 -0.015744999999999999 -0.03252 0.41488500000000011 -0.042294999999999992 -0.073489999999999986 -0.07664 -0.011039999999999999 -0.0065449999999999996 -0.085374999999999993 0.084480000000000013 0.07692000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 -1 -4 10 -10 12 -11
right_child=-2 -3 8 -5 6 -7 -8 -9 9 11 -12 -13 -14
leaf_value=-3.3079460505963365e-05 0.0033006882803616215 -0.0030078195129187926 -0.0029941269720075219 0.0043599243750052294 4.7461670988724061e-05 -0.004948088247406706 0.0064366015897670513 0.0020831654854780233 -0.002115542377336061 -0.00040985933057785865 0.0058032789120500625 -0.0027944337768993476 0.0054499422061959606
leaf_weight=1127 49 47 80 61 85 52 49 188 70 1750 68 74 50
leaf_count=1127 49 47 80 61 85 52 49 188 70 1750 68 74 50
internal_value=0 -2.79573e-05 1.01475e-05 0.000437424 0.00027747 6.98e-05 0.0023899 0.000268849 -0.000308489 -0.000201297 0.00178055 -0.000347676 -0.000246632
internal_weight=0 3701 3654 1562 1501 1367 134 1315 2092 2012 138 1874 1800
internal_count=3750 3701 3654 1562 1501 1367 134 1315 2092 2012 138 1874 1800
is_linear=0
shrinkage=0.0995203


Tree=2167
num_leaves=18
num_cat=0
split_feature=3 20 6 8 18 8 0 18 1 1 6 10 0 17 8 8 4
split_gain=0.0441749 0.0826823 0.102683 0.0763415 0.0727676 0.0960083 0.208 0.0635052 0.127273 0.0649025 0.0640585 0.0632911 0.0937314 0.0564582 0.0812912 0.123471 0.0670412
threshold=0.11926500000000002 -0.058504999999999995 -0.065394999999999995 -0.049499999999999995 -0.15202999999999997 -0.073999999999999996 -0.065939999999999985 -0.112385 -0.49367499999999997 0.50996500000000011 -0.242115 0.086275000000000018 0.042275000000000014 0.12439000000000001 -0.078054999999999999 -0.10115999999999999 0.11706000000000001
decision_type=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 8 -6 10 -9 12 -12 14 15 -3 -16
right_child=1 13 3 -5 7 6 -8 9 -10 -11 11 -13 -14 -15 16 -17 -18
leaf_value=0.0016550980635173984 0.0054338228571387615 -0.00019041129685854927 -0.0022803512657008549 0.0030516025582539683 -0.0016111953589793247 -0.006320091885451122 0.0015155057622285016 -0.0033883012467175923 0.0051765767908635903 0.0027950341081523101 -4.770222624890073e-05 0.0027308734619875472 -0.0027672960497973028 0.0027648060124343468 -0.0010139779460462276 -0.0066017770791717712 0.0030896693438309747
leaf_weight=52 74 85 49 58 47 88 54 60 65 75 2572 76 132 59 84 46 74
leaf_count=52 74 85 49 58 47 88 54 60 65 75 2572 76 132 59 84 46 74
internal_value=0 0.000856821 0.00258209 0.000602216 -0.000124431 -0.00199293 -0.00333459 -4.40895e-06 0.00232083 -9.403e-05 -0.000170614 -0.000100873 -0.000180766 -3.81663e-05 -0.000613232 -0.00244798 0.000902803
internal_weight=0 529 181 107 3221 194 142 3027 112 2915 2840 2780 2704 348 289 131 158
internal_count=3750 529 181 107 3221 194 142 3027 112 2915 2840 2780 2704 348 289 131 158
is_linear=0
shrinkage=0.0995203


Tree=2168
num_leaves=22
num_cat=0
split_feature=27 5 17 0 20 20 21 8 4 8 8 20 3 8 0 0 17 17 19 5 4
split_gain=0.0695758 0.0852825 0.149439 0.210428 0.107848 0.168109 0.0977739 0.0886285 0.197772 0.0928206 0.0929194 0.0883397 0.175704 0.104397 0.089882 0.202321 0.17412 0.319945 0.184707 0.0917129 0.0607365
threshold=-0.032854999999999995 -0.089564999999999992 -0.0082649999999999998 -0.092939999999999995 -0.094259999999999997 -0.15398499999999998 -0.091869999999999993 -0.010374999999999999 0.077235000000000012 -0.050299999999999997 -0.084044999999999995 -0.10068000000000001 0.10174000000000002 -0.074204999999999993 -0.085794999999999996 -0.085245000000000001 -0.00067499999999999993 0.016900000000000005 0.10364000000000002 -0.040404999999999996 0.10724500000000002
decision_type=2 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 -4 -3 9 -9 10 -6 12 13 -8 16 -16 18 -18 -13 -17 -10
right_child=1 6 4 -5 7 -7 11 8 20 -11 -12 14 -14 -15 15 19 17 -19 -20 -21 -22
leaf_value=0.0029296177414394218 -0.00084821254040202824 0.0045153381828318502 0.00067748518109654685 -0.0089976167699585274 -0.00079785852004928069 -0.0074717314863497041 -0.0026081943530254477 0.0076980595856228386 0.0026894561741880887 -0.0044295339429405904 0.0023325194078695106 -6.0655151474556071e-05 -0.006139253855929205 0.0038198410782484867 -0.0055321693279098867 -0.0011697063603783324 0.0091832000575835897 5.5228577152515091e-05 0.0065467249622597418 0.00062954993705030278 -0.0013588560473210129
leaf_weight=86 88 55 51 49 397 49 50 46 61 53 123 468 62 50 62 354 72 81 46 1350 92
leaf_count=86 88 55 51 49 397 49 50 46 61 53 123 468 62 50 62 354 72 81 46 1350 92
internal_value=0 6.54146e-05 -0.000712954 -0.00376894 -0.000231889 -0.00330745 0.000362091 0.000165439 0.00197564 -0.000461807 -5.58293e-05 0.000273749 -0.00197563 0.000597637 0.000423859 5.16333e-05 0.00140816 0.0043561 0.000529075 0.00025528 0.000249827
internal_weight=0 3659 1009 137 872 100 2650 772 199 573 520 2595 162 100 2433 1766 667 153 514 1704 153
internal_count=3745 3659 1009 137 872 100 2650 772 199 573 520 2595 162 100 2433 1766 667 153 514 1704 153
is_linear=0
shrinkage=0.0995203


Tree=2169
num_leaves=14
num_cat=0
split_feature=27 26 5 17 21 5 5 20 20 21 20 21 20
split_gain=0.0564165 0.0870581 0.0560903 0.164204 0.116973 0.0925129 0.101354 0.0818751 0.167486 0.0791983 0.0815476 0.0758107 0.142501
threshold=-0.032854999999999995 0.5128250000000002 -0.093875 -0.0082649999999999998 0.086285000000000014 -0.091229999999999992 -0.088935 -0.094259999999999997 -0.15398499999999998 -0.091869999999999993 -0.10068000000000001 -0.079684999999999992 -0.048779999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -7 8 -5 -8 -11 -9 -13
right_child=1 -3 5 7 -6 6 9 11 -10 10 -12 12 -14
leaf_value=0.0026380615712513706 -0.0009834864650479975 -0.0040649177885118577 0.0039652063799284027 0.0013307503302212383 -0.0081035274914114004 -0.0043829706252446815 0.0040659712164557498 -0.0035572722254914898 -0.0071495826863772491 -0.0019339732445502955 0.00039277929017172909 0.0032312292286630576 -0.00026428203642975224
leaf_weight=86 46 50 68 46 46 46 55 48 46 159 2398 150 501
leaf_count=86 46 50 68 46 46 46 55 48 46 159 2398 150 501
internal_value=0 5.886e-05 0.000116219 -0.000572794 -0.00455241 0.000339702 0.000246643 -0.000108896 -0.00290052 0.000328488 0.000247776 0.000257357 0.000539878
internal_weight=0 3659 3609 883 92 2726 2658 791 92 2612 2557 699 651
internal_count=3745 3659 3609 883 92 2726 2658 791 92 2612 2557 699 651
is_linear=0
shrinkage=0.0995203


Tree=2170
num_leaves=25
num_cat=0
split_feature=27 5 17 21 30 8 6 1 8 5 0 2 3 0 0 17 17 2 2 2 3 3 3 17
split_gain=0.0457479 0.05937 0.116365 0.129243 0.0643548 0.0844217 0.145331 0.171866 0.136506 0.205484 0.104473 0.054003 0.148053 0.317702 0.245168 0.181126 0.233576 0.145746 0.14108 0.0942759 0.108451 0.118444 0.093033 0.0893049
threshold=-0.032854999999999995 -0.093875 -0.0082649999999999998 0.08708500000000001 0.098380000000000009 -0.083944999999999992 0.004915000000000001 0.10055500000000002 -0.093795000000000003 -0.15490499999999999 -0.12236 -0.069815000000000002 0.094970000000000013 -0.14731999999999998 -0.225295 -0.026504999999999997 0.011640000000000003 -0.072624999999999981 -0.019910000000000001 -0.073884999999999992 0.11868500000000003 0.11125500000000002 0.086015000000000022 -0.092649999999999996
decision_type=2 2 2 2 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 8 7 -7 10 -10 -4 17 14 -14 -13 23 -17 19 -16 20 21 -3 -20 -15
right_child=1 11 4 -5 -6 6 -8 -9 9 -11 -12 12 13 15 18 16 -18 -19 22 -21 -22 -23 -24 -25
leaf_value=0.0023755211599709295 -0.0006127832967605521 4.6585560329055279e-05 -0.0022124737525818575 -0.0077211227087660202 -0.00281329716317474 0.0061665176364230382 -0.0035174225411025955 0.00064443514403932762 3.2328753126180261e-05 -0.0085462961428810595 0.0019000905097970562 0.0094548953325080103 -0.0071281864909350139 0.00057514530658767896 0.0060744059335382603 0.0089117370439292624 0.001019239285208284 -0.0044758173320725535 -0.0019427948541857569 0.0046303355865073845 -0.0035879838468318632 0.0038301787875403667 0.003062818792168541 -0.0034393108980784134
leaf_weight=86 57 1750 101 46 86 75 55 220 60 51 155 47 55 148 50 52 131 69 95 46 77 86 60 87
leaf_count=86 57 1750 101 46 86 75 55 220 60 51 155 47 55 148 50 52 131 69 95 46 77 86 60 87
internal_value=0 5.29131e-05 -0.000645612 -0.00379533 -0.000240581 6.68603e-05 0.00117373 0.00205113 -0.000986509 -0.00390183 0.000274358 0.000283092 0.00102031 -1.60272e-05 0.00296874 0.000917825 0.00326639 1.91368e-05 0.00147768 0.000177876 7.03844e-05 0.000224259 0 -0.000907575
internal_weight=0 3659 906 103 803 717 350 295 367 111 256 2753 725 473 252 418 183 2028 205 1959 1913 1836 155 235
internal_count=3745 3659 906 103 803 717 350 295 367 111 256 2753 725 473 252 418 183 2028 205 1959 1913 1836 155 235
is_linear=0
shrinkage=0.0995203


Tree=2171
num_leaves=15
num_cat=0
split_feature=19 19 19 19 26 9 3 19 17 3 3 2 3 21
split_gain=0.0438758 0.1118 0.127158 0.0588791 0.0846129 0.0669427 0.106954 0.053127 0.100037 0.0399338 0.161826 0.10446 0.134228 0.0890704
threshold=0.11174500000000002 0.10583000000000002 0.098950000000000024 0.12672000000000003 0.086325000000000027 0.088710000000000025 0.10486500000000003 0.077805000000000027 -0.15122999999999998 0.11492500000000001 0.11360500000000003 -0.14264999999999997 0.12015500000000003 0.12208500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -2 -5 -7 9 -9 10 13 -11 -13 -1
right_child=3 -3 -4 5 -6 6 -8 8 -10 11 -12 12 -14 -15
leaf_value=0.00014201908747818996 -0.00058897433158552697 0.0042162606060019781 -0.0050294447263034957 0.0031230318873578895 -0.0061475122843482593 -0.0046042056543706238 0.0018665219323398393 0.0051813162608932732 -0.00039008287261578311 -0.0036365434061869841 -0.0057249230468846652 0.0039782285916349592 0.00033030186398461911 -0.0035338491695538969
leaf_weight=2547 67 67 47 50 46 50 51 59 69 47 49 134 395 67
leaf_count=2547 67 67 47 50 46 50 51 59 69 47 49 134 395 67
internal_value=0 0.000189927 0.00011067 -0.00114058 -0.00285899 0.00013996 -0.0013287 0.000182664 0.00217159 0.000103813 -5.84179e-05 0.000855268 0.0012559 4.74889e-05
internal_weight=0 3481 3414 264 113 151 101 3367 128 3239 2663 576 529 2614
internal_count=3745 3481 3414 264 113 151 101 3367 128 3239 2663 576 529 2614
is_linear=0
shrinkage=0.0995203


Tree=2172
num_leaves=9
num_cat=0
split_feature=20 21 27 21 21 3 3 0
split_gain=0.0372431 0.0457409 0.0443318 0.068828 0.0763316 0.0530077 0.200177 0.107972
threshold=0.17747000000000004 -0.096850000000000006 -0.038765000000000001 -0.088829999999999992 -0.084999999999999992 0.11721500000000003 0.11387500000000002 -0.065519999999999981
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -7
right_child=-2 2 3 4 5 7 -8 -9
leaf_value=-0.0022797006831562715 0.0022709502015399396 -0.0021756149295863222 0.0036837290849588561 -0.0033905623711203109 0.00013539934128113022 0.0027160770619162199 -0.0041559417219725475 -0.00022257619569921171
leaf_weight=84 74 85 53 62 2776 222 112 279
leaf_count=84 74 85 53 62 2776 222 112 279
internal_value=0 1.56324e-05 6.95825e-05 0.00012428 6.93773e-05 0.000132917 -3.07405e-05 0.00107795
internal_weight=0 3673 3589 3504 3451 3389 2888 501
internal_count=3747 3673 3589 3504 3451 3389 2888 501
is_linear=0
shrinkage=0.0995203


Tree=2173
num_leaves=13
num_cat=0
split_feature=17 3 3 20 17 2 7 21 6 17 21 20
split_gain=0.0393803 0.128967 0.126367 0.190309 0.0400192 0.0828681 0.0457729 0.046831 0.0604452 0.0742168 0.0619708 0.0922416
threshold=-0.53166999999999998 0.11125500000000002 0.098455000000000029 -0.011915 -0.47367999999999999 -0.085089999999999985 0.086645000000000028 -0.093924999999999995 0.12638500000000005 -0.049834999999999997 -0.08861999999999999 -0.14091999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 -6 10 -10 -9 -12
right_child=4 -3 -4 -5 6 -7 -8 8 9 -11 11 -13
leaf_value=0.006971251596675462 0.0011408039684290907 0.0048869116979983621 -0.0029468490709542634 -0.0017687148781970353 -0.0022682711333806105 -0.004548686437031396 0.0024571208248209192 0.0034960755137494024 -0.00051627738324643479 0.0044296197110135875 -0.0037320081739153077 -2.4800058094699105e-05
leaf_weight=46 46 70 85 53 90 56 75 48 54 67 68 2989
leaf_count=46 46 70 85 53 90 56 75 48 54 67 68 2989
internal_value=0 0.00125086 -0.000127969 0.00228401 -3.24353e-05 -0.00197481 2.57493e-05 -2.89957e-05 3.32226e-05 0.0022156 -5.15595e-05 -0.000107531
internal_weight=0 254 184 99 3493 102 3391 3316 3226 121 3105 3057
internal_count=3747 254 184 99 3493 102 3391 3316 3226 121 3105 3057
is_linear=0
shrinkage=0.0995203


Tree=2174
num_leaves=18
num_cat=0
split_feature=6 3 3 3 6 9 9 26 3 9 1 10 10 9 26 3 6
split_gain=0.0330863 0.0310946 0.106263 0.0874741 0.0845725 0.129665 0.301459 0.220048 0.127239 0.0922916 0.0883619 0.0686812 0.0913215 0.0688775 0.248127 0.0778146 0.0467759
threshold=0.23663500000000004 0.10960500000000002 0.10792500000000002 0.11252000000000002 0.12638500000000005 0.10153500000000003 0.089105000000000018 0.091025000000000023 0.11816500000000002 0.11201500000000002 0.021350000000000004 0.086275000000000018 0.078430000000000014 0.097365000000000021 0.11790500000000002 0.10583000000000002 -0.012574999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 16 5 6 8 -8 -5 -7 -11 12 13 15 -15 -1 -3
right_child=-2 3 -4 4 -6 9 7 -9 -10 10 -12 -13 -14 14 -16 -17 -18
leaf_value=-4.0044261522285847e-05 -0.0024434569990582594 0.0012708123114849449 -0.0041144369338698894 -0.004178833138784855 0.0036244797389455652 -0.0055143169253819412 0.01024410173838828 0.001777921035624195 0.00022180711435473553 -0.003432531432438813 0.0024911964693034808 0.0029496477368400331 -0.0034656303538850939 0.0039480352724158676 -0.0025500240336759827 -0.0036705088040922484 0.0056919575507174665
leaf_weight=2324 52 49 63 83 67 63 47 87 300 53 47 77 76 161 91 60 47
leaf_count=2324 52 49 63 83 67 63 47 87 300 53 47 77 76 161 91 60 47
internal_value=0 8.41831e-05 -7.25189e-05 0.000615302 0.000250696 -8.05172e-05 0.000689884 0.00475351 -0.000729719 -0.00252908 -0.000640193 1.84894e-05 -6.44312e-05 3.33202e-05 0.00159827 -0.000131758 0.00344386
internal_weight=0 3695 2852 843 747 680 517 134 383 163 100 2789 2712 2636 252 2384 96
internal_count=3747 3695 2852 843 747 680 517 134 383 163 100 2789 2712 2636 252 2384 96
is_linear=0
shrinkage=0.0995203


Tree=2175
num_leaves=22
num_cat=0
split_feature=19 19 20 4 2 5 19 8 20 20 1 5 5 2 1 21 21 0 21 21 5
split_gain=0.0338407 0.142314 0.0659593 0.0540497 0.105293 0.0983553 0.0930424 0.0441253 0.0393393 0.119518 0.255562 0.101054 0.417789 0.196304 0.1622 0.159356 0.149909 0.0603594 0.0640032 0.101393 0.0514889
threshold=0.099595000000000017 0.10725500000000003 0.10634000000000003 0.081540000000000015 -0.085944999999999994 -0.015214999999999999 0.11896000000000002 -0.081234999999999988 -0.085594999999999991 -0.083495 -0.0092949999999999994 -0.02504 -0.093384999999999982 -0.095204999999999998 -0.035694999999999998 0.086155000000000023 -0.026109999999999998 -0.23099 -0.0086749999999999987 -0.072824999999999987 0.62720500000000012
decision_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 4 -3 6 -6 -4 11 10 -10 12 15 -13 -15 -1 -16 -11 19 -19 -20
right_child=1 3 7 -5 5 -7 -8 -9 9 17 -12 13 -14 14 16 -17 -18 18 20 -21 -22
leaf_value=0.0025573802246666214 -0.0059734622624018109 -0.0044865727180356625 0.00018582825724548007 0.0022906991923327931 0.001716549675557308 0.0034075357235593576 -0.0035854849930886416 0.0039132632812249124 0.0014415818050230711 -0.002927524013879604 -0.008875222875645624 0.0047572278932181142 0.0099583517932914055 0.0015439181258731433 -0.00047542539528105162 -0.0048849874531305387 -0.0081055248680672199 -0.00021090599949614861 -7.0398943529906697e-05 0.0053699219310409515 0.0025429258331228209
leaf_weight=68 47 59 55 72 58 67 75 75 49 66 46 56 55 74 48 49 55 72 2466 58 77
leaf_count=68 47 59 55 72 58 67 75 75 49 66 46 56 55 74 48 49 55 72 2466 58 77
internal_value=0 -0.000848567 0.000144388 -0.000118389 -0.000791258 0.000294767 -0.00126716 0.00234257 5.59096e-05 -7.49357e-05 -0.00354531 0.000973525 0.00280376 -0.000374039 -0.00200212 -0.000552513 -0.0045577 4.51326e-05 0.000118838 0.00227271 8.40857e-06
internal_weight=0 378 3369 331 259 200 133 130 3239 2834 95 405 172 233 177 117 103 2739 2673 130 2543
internal_count=3747 378 3369 331 259 200 133 130 3239 2834 95 405 172 233 177 117 103 2739 2673 130 2543
is_linear=0
shrinkage=0.0995203


Tree=2176
num_leaves=33
num_cat=0
split_feature=18 18 20 6 4 6 21 5 1 9 3 18 17 4 17 5 17 18 17 20 20 9 20 17 9 19 21 2 6 9 2 18
split_gain=0.0403539 0.148805 0.0792561 0.146001 0.257698 0.217626 0.139821 0.256629 0.102456 0.178894 0.118029 0.185956 0.0993189 0.0810065 0.0726523 0.231129 0.241724 0.23149 0.187414 0.0637417 0.170468 0.114818 0.217446 0.146361 0.113461 0.110579 0.250397 0.091908 0.238025 0.232959 0.0632623 0.0547529
threshold=1.0000000180025095e-35 0.0089800000000000036 -0.053499999999999999 -0.069354999999999986 0.087495000000000031 -0.092919999999999989 0.091135000000000022 -0.079124999999999987 -0.075284999999999991 0.10407500000000001 0.084895000000000012 0.089505000000000015 -0.0038549999999999999 0.08167000000000002 0.31480000000000002 -0.040404999999999996 0.55642000000000025 -0.064960000000000004 0.2590050000000001 -0.065249999999999989 -0.047859999999999993 0.091070000000000026 -0.080214999999999995 0.0036400000000000009 -0.012169999999999999 0.10583000000000002 -0.032929999999999994 -0.082025000000000001 -0.060679999999999998 0.09649000000000002 -0.079844999999999985 0.098840000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -3 8 -8 10 31 12 -12 -4 -5 18 16 -16 -17 19 21 -21 22 23 -1 -24 26 -22 28 -23 -29 -7 -10
right_child=1 2 6 13 -6 30 7 -9 9 -11 11 -13 -14 -15 15 17 -18 -19 -20 20 25 27 24 -25 -26 -27 -28 29 -30 -31 -32 -33
leaf_value=-0.0017638708259924592 0.0056433517485472776 -0.0046569398357855429 -0.00044902400041837076 -0.0043770519548879984 0.0082903980641210375 0.0010269692240325165 -0.0093754178045538338 0.00029640175738523505 0.0075536195046241802 -0.0018578532651443306 -0.0059130072076912276 -0.00029368489868752468 0.0057685896392569392 0.001117435483601174 -0.0096734398359346399 0.0043162944802854937 -3.1385011143670844e-05 -0.0044535442831230712 0.0059937273960113278 0.0058528974006916857 -0.0054836445688592195 -0.0067358537106797008 -0.0028617464710344528 0.0029996913497079419 -0.0097084594609790544 0.0043125543642634021 4.9283700850148094e-05 0.0077440623070049504 0.0031715174167869361 -0.00050070454160399368 0.0060423018244085119 0.0027120241330573659
leaf_weight=351 51 50 55 52 63 54 46 66 46 60 73 292 47 54 59 76 46 49 48 49 86 47 51 78 46 54 1392 51 49 101 47 48
leaf_count=351 51 50 55 52 63 54 46 66 46 60 73 292 47 54 59 76 46 49 48 49 86 47 51 78 46 54 1392 51 49 101 47 48
internal_value=0 0.000392885 0.000137811 0.00144514 0.00294258 0.000705944 -0.000431804 -0.00366865 0.000150656 0.00237775 -0.000582006 -0.00141979 0.00240793 -0.00157025 -0.000323764 -0.00201383 -0.0054571 0.000871968 -0.00016166 -0.000287468 7.43189e-05 -0.00102753 -0.00186027 -0.00089586 -0.00611708 -0.000109971 -0.000272106 0.00073539 -0.00167044 0.00226025 0.00336894 0.00509003
internal_weight=0 1104 1053 320 214 151 733 112 621 154 467 365 102 106 2633 230 105 125 2403 2355 1581 774 526 429 97 1532 1478 248 96 152 101 94
internal_count=3737 1104 1053 320 214 151 733 112 621 154 467 365 102 106 2633 230 105 125 2403 2355 1581 774 526 429 97 1532 1478 248 96 152 101 94
is_linear=0
shrinkage=0.0995203


Tree=2177
num_leaves=10
num_cat=0
split_feature=7 20 9 28 24 9 4 11 6
split_gain=0.036347 0.0494344 0.111178 0.0377585 0.0450036 0.0478323 0.118464 0.0448212 0.0367158
threshold=0.085015000000000021 -0.16295499999999999 0.083325000000000024 0.088260000000000019 -0.067319999999999991 -0.25326499999999996 0.14367000000000005 -0.15300499999999997 -0.041195000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 7 -7 -2
right_child=8 3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.0058837479850124587 -9.0136027549577425e-05 0.0028581903585268025 0.00029068542261851999 -0.0025225379557604405 -0.0025991601638914617 -0.0029927428751314769 0.0049243181859999798 3.9817222711740727e-05 -0.0040426814421359071
leaf_weight=46 48 56 77 57 68 49 49 3241 46
leaf_count=46 48 56 77 57 68 49 49 3241 46
internal_value=0 -5.05697e-05 -0.0020118 1.77293e-05 5.97778e-05 1.35407e-05 6.69946e-05 -5.09979e-06 -0.00203307
internal_weight=0 3643 123 3520 3463 3407 3339 3290 94
internal_count=3737 3643 123 3520 3463 3407 3339 3290 94
is_linear=0
shrinkage=0.0995203


Tree=2178
num_leaves=17
num_cat=0
split_feature=17 0 17 9 17 6 6 6 21 17 21 9 21 28 27 18
split_gain=0.0345119 0.0950702 0.0467653 0.12963 0.185581 0.161258 0.130544 0.136491 0.205851 0.129694 0.0626776 0.136396 0.0587011 0.043977 0.0489691 0.0790998
threshold=-0.55286000000000002 0.042275000000000014 -0.16207999999999997 0.087495000000000031 -0.49091000000000001 0.038300000000000008 -0.074569999999999984 0.090195000000000011 0.11639500000000003 -0.46992499999999998 -0.091104999999999992 0.083540000000000017 -0.085914999999999991 0.088260000000000019 -0.038765000000000001 -0.14624999999999996
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 -5 8 -8 -10 11 -4 -12 14 -14 -16
right_child=2 -3 10 6 5 -7 7 -9 9 -11 12 -13 13 -15 15 -17
leaf_value=0.0040010270360420859 -0.0083432086156557273 -0.0011797842780789569 -0.0063867201897369521 0.0034730552969876524 0.0013852062195953915 -0.005238288251367228 -0.0066876871878844835 0.0022270169259112592 -0.0033627905165184743 0.0033272408440503764 0.0035810431218886453 0.00068744504502223937 -0.0030321422509910797 -0.0029517584103942725 0.0040246195273345633 6.8206592232865034e-05
leaf_weight=71 49 69 47 88 90 61 71 91 55 60 47 63 49 48 51 2727
leaf_count=71 49 69 47 88 90 61 71 91 55 60 47 63 49 48 51 2727
internal_value=0 0.00144178 -0.000150533 -0.000981812 -0.00301842 -0.00128509 0.000131897 -0.000926599 -0.0024739 0.000120542 4.10212e-06 -0.00232771 9.21645e-05 3.48441e-05 8.58437e-05 0.000141135
internal_weight=0 140 3597 565 200 151 365 277 186 115 3032 110 2922 2875 2827 2778
internal_count=3737 140 3597 565 200 151 365 277 186 115 3032 110 2922 2875 2827 2778
is_linear=0
shrinkage=0.0995203


Tree=2179
num_leaves=25
num_cat=0
split_feature=18 18 20 17 2 2 6 0 17 0 18 17 0 17 18 9 26 26 20 7 20 8 0 17
split_gain=0.0332877 0.118918 0.0685261 0.133721 0.41666 0.173466 0.134169 0.117855 0.111384 0.180519 0.109868 0.0619468 0.153773 0.150883 0.117174 0.0609044 0.0542283 0.148623 0.142247 0.123143 0.138308 0.14014 0.123964 0.121
threshold=1.0000000180025095e-35 0.0089800000000000036 -0.053499999999999999 -0.065004999999999993 -0.062394999999999999 0.092170000000000016 -0.07150999999999999 -0.15758999999999998 0.27568500000000007 -0.100285 0.084405000000000022 0.31480000000000002 -0.082794999999999994 0.2590050000000001 -0.064960000000000004 0.090150000000000022 0.085570000000000021 0.086365000000000011 -0.083330000000000001 0.078400000000000011 -0.08588999999999998 -0.0049949999999999994 0.099665000000000017 0.11012500000000003
decision_type=2 2 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 -2 3 5 15 6 -3 -4 9 -9 -11 13 -13 16 -14 -5 19 -18 -19 20 21 -1 -22 -20
right_child=1 2 7 4 -6 -7 -8 8 -10 10 -12 12 14 -15 -16 -17 17 18 23 -21 22 -23 -24 -25
leaf_value=0.00070794705455612156 0.0050705983321472732 0.004946716153170435 -0.0049956812302289436 0.0027962116069338711 0.011152603956356441 -0.0054713410873233649 -0.002102257329749301 0.0061508234980676485 -0.0042073614803116062 -0.00464895349854824 0.00027759997370853119 -0.0053583549410209678 0.002681474627233154 0.0053985746749839357 -0.0028893165798460074 -0.0018622158914050179 -0.0047492901659107259 0.0039228548844652917 -0.00043080160185853379 -0.003953470108114825 0.0011646230889574207 -0.0044678972567110111 -0.0027107432860742835 -0.0049021328343779305
leaf_weight=100 51 56 51 48 48 51 51 49 58 49 526 80 79 48 71 66 86 69 781 68 990 107 89 65
leaf_count=100 51 56 51 48 48 51 51 49 58 49 526 80 79 48 71 66 86 69 781 68 990 107 89 65
internal_value=0 0.000376797 0.000148685 0.00136432 0.0033743 -0.000691377 0.00157927 -0.000380897 -3.4603e-05 0.000351938 -0.000140805 -0.000274106 -0.00183467 -0.000124399 3.91759e-05 9.20467e-05 -0.000237316 -0.000792883 -0.000420129 0.000172804 0.000391626 -0.00196354 0.000844209 -0.000775311
internal_weight=0 1104 1053 320 162 158 107 733 682 624 575 2633 230 2403 150 114 2355 1001 915 1354 1286 207 1079 846
internal_count=3737 1104 1053 320 162 158 107 733 682 624 575 2633 230 2403 150 114 2355 1001 915 1354 1286 207 1079 846
is_linear=0
shrinkage=0.0995203


Tree=2180
num_leaves=26
num_cat=0
split_feature=8 8 5 8 17 18 25 6 9 18 3 3 1 3 18 9 6 6 20 18 3 3 6 8 3
split_gain=0.0524957 0.240117 0.623691 0.147547 0.142479 0.134991 0.0842844 0.0817011 0.203383 0.185818 0.166411 0.221975 0.128343 0.120648 0.141336 0.128807 0.111862 0.111623 0.0629325 0.09691 0.0717591 0.212593 0.293852 0.170935 0.140273
threshold=-0.082654999999999992 -0.084044999999999995 -0.025879999999999997 -0.084855 -0.012754999999999999 -0.01264 0.096120000000000025 0.087515000000000023 0.088405000000000025 -0.01205 0.087570000000000023 0.089485000000000023 -0.0040349999999999995 0.084290000000000018 0.088250000000000009 0.08401500000000002 0.089090000000000016 0.092705000000000023 -0.23803499999999997 0.24916000000000005 0.088845000000000021 0.088285000000000016 0.087075000000000027 -0.081234999999999988 0.089535000000000017
decision_type=2 2 2 2 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 -4 -5 18 10 9 -9 13 -12 -13 15 -15 -1 -11 -10 -2 20 21 22 -20 -22 -25
right_child=6 2 4 5 -6 -7 -8 8 17 16 11 12 -14 14 -16 -17 -18 -19 19 -21 23 -23 -24 24 -26
leaf_value=-0.0015365169229186824 0.0024688346146257692 0.013918833540390085 -0.0030917016781219064 -0.0072630927003085807 0.0041558426941966245 -4.9790079840426424e-06 0.003942523795385483 0.0088187249079534381 0.001769531088583326 0.0049845874474815808 0.0065680066538739024 -0.0016203364310017779 0.0016612052597304381 -0.0043233459716723833 0.0017737505959037286 0.0037611135713484563 -0.00052069541068091002 -0.0041875716354771182 0.0015564898708942587 -0.0047076410746828071 -0.0054434728667476879 0.0065508183170866086 -0.0038026561118008804 -0.0049869279467016237 -0.00025228170035421519
leaf_weight=137 75 46 61 50 48 52 46 52 58 65 64 198 292 186 47 68 83 67 342 52 72 54 144 65 1348
leaf_count=137 75 46 61 50 48 52 46 52 58 65 64 198 292 186 47 68 83 67 342 52 72 54 144 65 1348
internal_value=0 0.000481725 0.00420099 7.48855e-05 9.23676e-05 -0.00357091 -0.000271135 0.000357869 0.00172745 0.00369677 -9.00079e-05 0.00105523 0.000333524 -0.00154042 -0.00308995 0.000216753 0.00189163 -0.00141693 -0.000361584 -0.000464184 -0.000354812 0.000626817 -2.9721e-05 -0.000712319 -0.000470662
internal_weight=0 1574 155 1419 109 102 2198 1317 325 200 992 554 490 438 233 205 148 125 2152 2077 2025 540 486 1485 1413
internal_count=3772 1574 155 1419 109 102 2198 1317 325 200 992 554 490 438 233 205 148 125 2152 2077 2025 540 486 1485 1413
is_linear=0
shrinkage=0.0995203


Tree=2181
num_leaves=17
num_cat=0
split_feature=20 21 3 3 3 5 3 17 3 26 26 3 26 26 20 8
split_gain=0.0431207 0.068951 0.0600546 0.0939646 0.0806251 0.0775364 0.195316 0.0906964 0.0534577 0.195751 0.0738703 0.261672 0.419537 0.241141 0.0875115 0.0427344
threshold=-0.23803499999999997 -0.096850000000000006 0.092900000000000024 0.093535000000000021 0.094045000000000031 -0.055004999999999991 0.096035000000000023 -0.053765 0.091865000000000016 0.090385000000000021 0.091765000000000027 0.090595000000000023 0.11215000000000001 0.090930000000000025 -0.092114999999999989 -0.011315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 8 -4 -5 7 -7 -6 10 -10 13 12 -12 14 -3 -1
right_child=1 2 3 4 5 6 -8 -9 9 -11 11 -13 -14 -15 -16 -17
leaf_value=-5.0804421926976278e-05 -0.0034811968503309122 0.0034270447902608513 -0.0044451354413252275 0.0037128961732632833 0.0044412676780952861 -0.0056319932404411688 -0.00052901961416828701 7.9082594451277387e-05 -0.0014173933220963475 0.0069825351040891841 -0.0025605974917088607 -0.0069685398173178889 0.0070101340743362519 0.0073502966257723889 0.00013911315674333747 0.0041350055499382301
leaf_weight=46 56 85 55 49 51 82 797 641 58 52 145 61 66 50 1428 50
leaf_count=46 56 85 55 49 51 82 797 641 58 52 145 61 66 50 1428 50
internal_value=0 -1.56322e-05 3.77527e-05 -0.000398799 -0.000260917 -0.000385383 -0.001006 0.000401756 0.000414124 0.00254604 0.000285879 -0.00122683 0.000429212 0.000549651 0.00032437 0.00212078
internal_weight=0 3676 3620 1675 1620 1571 879 692 1945 110 1835 272 211 1563 1513 96
internal_count=3772 3676 3620 1675 1620 1571 879 692 1945 110 1835 272 211 1563 1513 96
is_linear=0
shrinkage=0.0995203


Tree=2182
num_leaves=29
num_cat=0
split_feature=8 8 5 3 8 17 17 2 17 17 20 20 2 20 17 21 20 1 6 8 20 6 19 17 21 20 21 21
split_gain=0.0393968 0.190607 0.508572 0.145112 0.119532 0.0845241 0.306464 0.34425 0.262239 0.224216 0.181696 0.171184 0.224418 0.163362 0.0664904 0.062634 0.0652674 0.130829 0.130528 0.113098 0.0874476 0.363767 0.0809337 0.152897 0.0780203 0.233536 0.111997 0.0507852
threshold=-0.082654999999999992 -0.084044999999999995 -0.025879999999999997 0.08802500000000002 -0.084855 -0.0062099999999999994 -0.016659999999999998 -0.082954999999999987 -0.05543 -0.00067499999999999993 -0.083009999999999987 -0.080214999999999995 -0.086254999999999984 -0.072005 -0.020405 -0.091104999999999992 -0.085594999999999991 -0.010395 -0.070010000000000003 0.041960000000000011 -0.081114999999999993 -0.065394999999999995 0.078495000000000023 0.41239500000000012 0.11240000000000001 -0.071149999999999991 0.13276500000000005 0.098250000000000018
decision_type=2 2 2 2 2 2 2 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 6 8 -8 10 -7 -1 12 -11 -13 -6 -2 17 19 -19 -17 21 -18 24 27 25 -22 -26 -24
right_child=15 2 3 -5 14 9 7 -9 -10 11 -12 13 -14 -15 -16 16 20 18 -20 -21 22 -23 23 -25 26 -27 -28 -29
leaf_value=-0.0032493029131665341 -0.0031040642612962044 0.012503871169948971 0.0042748417688525941 -0.0030774395698165862 -0.00056781889247045365 -0.0051090364181852642 0.00064298529067875168 0.010314004639429124 -0.0048814046937587906 0.0090593158883558889 0.0021601550972302559 -0.0062395800385762036 0.00024062285850909 -5.3296318901189328e-06 -0.0056739193623031791 -0.0031404440184821789 -0.0082571559655751619 0.0070705600525060551 0.00013009919873390122 0.0026887313727549092 0.0045556503082960246 0.0033582212679238973 -0.0060864011699845091 0.0014783442988838976 -0.0039708592579952235 -7.1090612100322914e-05 0.00097267888718698407 -0.0019029901241774459
leaf_weight=77 73 46 46 63 49 89 79 68 91 46 304 46 76 441 53 78 60 60 49 57 118 48 68 73 106 1278 79 51
leaf_count=77 73 46 46 63 49 89 79 68 91 46 304 46 76 441 53 78 60 60 49 57 118 48 68 73 106 1278 79 51
internal_value=0 0.000414953 0.00372866 1.78482e-05 5.24136e-05 0.000307178 0.00115417 0.00512222 -7.99095e-05 -0.000442779 0.00106476 0.00023781 0.00357242 -0.000595873 -0.00322902 -0.000237246 -0.000138377 0.00139234 0.00395805 -0.000673173 -0.000337374 -0.00308719 -0.000169411 -0.002099 6.44054e-05 0.000319409 -0.00185541 -0.00430039
internal_weight=0 1574 155 109 1419 1317 619 147 472 698 381 609 122 487 102 2198 2125 244 109 135 1881 108 1773 192 1581 1396 185 119
internal_count=3772 1574 155 109 1419 1317 619 147 472 698 381 609 122 487 102 2198 2125 244 109 135 1881 108 1773 192 1581 1396 185 119
is_linear=0
shrinkage=0.0995203


Tree=2183
num_leaves=18
num_cat=0
split_feature=0 0 2 6 0 9 0 2 26 9 6 19 18 19 18 17 17
split_gain=0.0511724 0.127683 0.103514 0.189458 0.188484 0.110442 0.104689 0.145484 0.106089 0.0874382 0.0943266 0.0536049 0.0587286 0.0558936 0.227869 0.114273 0.116354
threshold=-0.071029999999999996 -0.069569999999999993 -0.072624999999999981 0.041585000000000011 -0.065229999999999996 0.08938500000000002 -0.061654999999999995 -0.057419999999999999 0.0054200000000000012 0.093235000000000026 -0.074054999999999996 0.13612500000000002 0.19545000000000004 0.11896000000000002 0.11906500000000002 0.51392000000000015 0.42451000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 5 -4 -3 -6 -8 -9 -7 -11 12 13 14 15 16 -1
right_child=1 2 4 -5 6 9 7 8 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00015426918100766422 -0.0048189157124752663 -0.0035243786747783702 -0.0068832266324356439 0.0057225679205889866 0.0037360050234597148 0.0047422032781907781 -0.0056607766756308501 -0.001148033840402053 0.0032432833411063368 0.0034490327036333381 -0.0013887272280000669 0.0033824935439155722 -0.0030028390080282575 -0.0023714885203102291 0.0057752294697755984 0.0041089173505980455 -0.0048449477309522385
leaf_weight=2426 66 71 52 68 50 48 59 291 67 56 139 53 56 78 74 71 47
leaf_count=2426 66 71 52 68 50 48 59 291 67 56 139 53 56 78 74 71 47
internal_value=0 -0.000592862 -0.000282386 0.000959797 -0.00119825 -6.90242e-05 -0.000563479 -0.00108097 -0.000323908 0.000937197 0 0.000246625 0.000185934 0.000252474 0.000330964 0.000172279 5.89267e-05
internal_weight=0 967 901 382 519 314 467 417 358 243 195 2805 2752 2696 2618 2544 2473
internal_count=3772 967 901 382 519 314 467 417 358 243 195 2805 2752 2696 2618 2544 2473
is_linear=0
shrinkage=0.0995203


Tree=2184
num_leaves=26
num_cat=0
split_feature=30 26 8 8 9 18 17 3 3 8 26 3 26 9 26 0 26 26 21 1 21 27 17 0 18
split_gain=0.0467043 0.113889 0.0637359 0.0958932 0.163075 0.0886111 0.0952112 0.143455 0.355817 0.250558 0.0939261 0.242349 0.440957 0.223291 0.207484 0.728093 0.259219 0.0885475 0.0851721 0.12572 0.120329 0.0977347 0.127928 0.0740773 0.112737
threshold=0.098380000000000009 -0.0098899999999999995 -0.087129999999999999 -0.088734999999999994 0.084915000000000032 0.12487500000000003 0.021725000000000005 0.086965000000000028 0.088385000000000033 -0.081324999999999995 0.091275000000000023 0.090995000000000006 0.11023000000000002 0.093825000000000033 0.089150000000000021 -0.082224999999999993 0.088325000000000028 0.090385000000000021 0.10143500000000001 0.012830000000000003 0.092775000000000024 0.092320000000000027 0.00079000000000000023 -0.065229999999999996 0.14607000000000003
decision_type=2 2 2 2 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 18 -5 6 10 9 -9 -8 14 12 -12 -13 16 -16 -4 -10 20 -20 21 22 -1 24 -7
right_child=1 -3 5 4 -6 23 7 8 17 -11 11 13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.00049400185317162503 -0.0045502522646671236 0.0014336025780218927 0.00051050025152755551 0.00023569291159851504 -0.0058344127412631392 -0.0066359146613525714 0.010228328300340791 -0.0074247662297365954 0.00014072865935667981 0.00024066718929944552 -0.0096139355126327996 0.0043136407654073266 0.002074976370361126 -0.0013347224011545714 0.014279129668122273 -0.00099602520300199325 -0.0056813942479611353 0.0029974974698246501 0.006190129849063598 -0.00056835136482012748 -0.0050569169437369617 0.00405929811676218 -0.0025597914921404734 0.00067705044858520805 -0.00032744663433142496
leaf_weight=410 70 57 1176 90 85 54 48 46 189 52 76 99 55 231 47 90 71 251 49 61 54 50 203 75 59
leaf_count=410 70 57 1176 90 85 54 48 46 189 52 76 99 55 231 47 90 71 251 49 61 54 50 203 75 59
internal_value=0 -0.00185814 8.3461e-05 -0.00059127 -0.00270797 0.000341918 0.00050316 0.00160843 0.000900062 0.00504293 0.000151665 -0.00107806 -0.00470013 0.000357306 0.00056187 0.00423838 0.000157298 0.00177225 -0.00014237 0.0024348 -0.000538894 -0.000169675 -0.000515952 -0.00173872 -0.00334936
internal_weight=0 127 3621 1002 175 2619 2431 586 486 100 1845 461 131 330 1384 137 1247 440 827 110 717 663 613 188 113
internal_count=3748 127 3621 1002 175 2619 2431 586 486 100 1845 461 131 330 1384 137 1247 440 827 110 717 663 613 188 113
is_linear=0
shrinkage=0.0995203


Tree=2185
num_leaves=43
num_cat=0
split_feature=18 6 18 0 18 18 0 6 17 17 3 9 8 17 26 0 9 8 9 9 3 3 8 9 0 17 26 27 18 8 3 3 0 17 0 26 1 9 6 1 19 3
split_gain=0.0394457 0.131767 0.132161 0.24389 0.142835 0.115577 0.110924 0.105075 0.149439 0.863153 0.140002 0.157092 0.105693 0.234055 0.225828 0.212957 0.186689 0.146837 0.0997385 0.0956987 0.0861531 0.118907 0.0853622 0.235372 0.298539 0.213831 0.169656 0.141489 0.107846 0.225213 0.260653 0.218877 0.103824 0.166296 0.136804 0.0977723 0.0972951 0.19602 0.088757 0.231593 0.112391 0.0570167
threshold=0.088735000000000022 -0.092434999999999989 0.093865000000000018 -0.071799999999999989 0.09679500000000002 0.10085500000000001 -0.096019999999999994 0.085845000000000019 0.0065250000000000013 0.14342500000000005 0.089735000000000023 0.091690000000000021 -0.087770000000000001 -0.011809999999999999 0.087045000000000025 -0.084894999999999984 0.084115000000000009 -0.077604999999999993 0.094835000000000017 0.08735500000000003 0.086775000000000033 0.092900000000000024 -0.085605000000000001 0.083715000000000026 -0.089674999999999991 -0.015100000000000001 0.085075000000000026 0.093000000000000013 -0.077164999999999997 -0.049499999999999995 0.086605000000000029 0.10293500000000001 -0.11896 -0.0082649999999999998 -0.14824999999999997 0.085945000000000021 -0.0088199999999999997 0.088085000000000011 -0.0048649999999999995 -0.095674999999999996 0.0069650000000000016 0.13640000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 19 -4 -6 -2 22 12 -10 -11 -12 14 16 -9 -15 -14 -18 -13 -3 -7 -22 23 26 36 -26 32 28 38 31 -31 -30 34 -34 -1 -27 -25 -38 40 -40 -24 -29
right_child=1 2 4 -5 5 20 -8 8 9 10 11 18 13 15 -16 -17 17 -19 -20 -21 21 -23 27 24 25 35 -28 41 29 30 -32 -33 33 -35 -36 -37 37 -39 39 -41 -42 -43
leaf_value=0.0031561956796014763 0.0053221017395057857 -0.0036097833528632504 0.0048014030087712095 0.0020160878079016615 -0.0054763297645717742 -0.0041007611771621579 -0.00052769608602251292 -0.00089843720733809068 0.012857732160958981 -0.0047924821805870182 0.0052469251667299835 -0.0043915948148476325 0.0062965438800230327 -0.0096335724398113227 0.0082636042306655222 -0.00082463748445130668 -0.0019848048424508788 0.0025874133228373048 0.0016460551035633174 -0.01006710948525829 0.0030454831908994446 -0.00089942814181140471 0.0009062942079559968 0.0037473562050342368 -0.00154078438548583 -0.011797466023613524 -0.0033212482052063399 -0.0058467104728948298 0.0023896563436184922 0.0049491469141712974 -0.0010555434480574357 0.010132104212236434 0.00058428836652213401 0.0070846025647445339 -0.004205197874389539 -0.0055884146885869044 -0.005700343240406797 0.0015008123054819865 0.00011986418106336706 -0.0077116837360781138 -0.0041915597419147285 -0.000972037847577727
leaf_weight=51 63 46 47 46 50 56 65 63 67 48 63 48 52 46 46 67 176 115 62 46 100 311 396 47 68 52 75 48 159 90 350 47 83 74 49 50 63 92 121 54 48 48
leaf_count=51 63 46 47 46 50 56 65 63 67 48 63 48 52 46 46 67 176 115 62 46 100 311 396 47 68 52 75 48 159 90 350 47 83 74 49 50 63 92 121 54 48 48
internal_value=0 -0.000589387 -0.00112562 -0.00388694 -0.000448523 -0.000927373 0.00234511 0.00018814 0.00111747 0.00296265 -3.35089e-05 0.00128217 0.000175468 -0.000488483 0.0029606 -0.00441782 0.000803637 -0.000175101 -0.000981114 -0.00684735 -0.000438579 5.84127e-05 -0.000195347 -0.00108524 -0.00280485 -0.00587824 0.000839079 0.000264364 0.000544456 0.00144422 0.000170829 0.00416011 0.00205637 0.00365335 -0.000442701 -0.00876184 -0.000214277 -0.00142083 -0.000393234 -0.00229205 0.000353331 -0.0034179
internal_weight=0 830 702 138 564 517 128 2918 853 288 221 173 565 456 109 113 343 291 110 92 467 411 2065 704 372 170 332 1361 1265 646 440 206 257 157 100 102 202 155 619 175 444 96
internal_count=3748 830 702 138 564 517 128 2918 853 288 221 173 565 456 109 113 343 291 110 92 467 411 2065 704 372 170 332 1361 1265 646 440 206 257 157 100 102 202 155 619 175 444 96
is_linear=0
shrinkage=0.0995203


Tree=2186
num_leaves=18
num_cat=0
split_feature=2 8 9 4 3 30 4 17 17 3 9 18 18 4 0 1 1
split_gain=0.0503102 0.134733 0.119546 0.0892542 0.0854125 0.0534402 0.0607816 0.0521768 0.153281 0.0951568 0.171652 0.075172 0.204949 0.105468 0.0752238 0.0704583 0.0284903
threshold=0.13398000000000002 -0.092299999999999993 -0.040564999999999997 0.13271500000000006 0.11896500000000003 0.098380000000000009 0.13424500000000003 0.10932500000000002 0.15091000000000004 0.087625000000000022 0.085765000000000022 0.09679500000000002 0.093865000000000018 0.11509500000000002 -0.096359999999999987 -0.078509999999999983 0.49737500000000007
decision_type=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 7 11 -9 -10 -11 12 13 -1 -13 -16 -7
right_child=1 -3 4 -5 -6 16 -8 8 9 10 -12 14 -14 -15 15 -17 -18
leaf_value=0.0001320860570007845 -0.001305520032997772 -0.0060767987590625875 0.00010571234709910745 0.0042067360102438145 -0.0056385993271753322 -0.00050858175901328194 0.0035912039627436255 0.005026827135787045 -0.0028099402390844666 0.0062892902116982626 0.00019291437904554024 -0.0051335038051971756 0.0062623757170138907 -0.0034800650101750037 0.001288592796459868 -0.0019438951193677949 -0.0039968005652964668
leaf_weight=2259 50 48 51 69 51 48 51 80 80 52 383 47 53 83 101 196 46
leaf_count=2259 50 48 51 69 51 48 51 80 80 52 383 47 53 83 101 196 46
internal_value=0 -0.00129693 -0.000255068 0.00188378 -0.00275842 0.000115688 0.00018091 0.000128498 0.000973276 0.000342008 0.000923559 -5.47166e-05 0.000142565 3.72255e-06 -0.00143061 -0.000841875 -0.00222429
internal_weight=0 269 221 119 102 3479 3385 3334 595 515 435 2739 2395 2342 344 297 94
internal_count=3748 269 221 119 102 3479 3385 3334 595 515 435 2739 2395 2342 344 297 94
is_linear=0
shrinkage=0.0995203


Tree=2187
num_leaves=20
num_cat=0
split_feature=2 8 9 20 4 30 1 1 1 9 5 3 8 9 9 1 3 3 8
split_gain=0.040795 0.109246 0.0968704 0.0864057 0.0724009 0.0433711 0.0510731 0.223627 0.147478 0.12697 0.122143 0.123967 0.0938274 0.0826695 0.193601 0.0769847 0.0766284 0.225676 0.0254848
threshold=0.13398000000000002 -0.092299999999999993 -0.040564999999999997 -0.050459999999999998 0.13271500000000006 0.098380000000000009 0.066150000000000028 0.091025000000000009 0.058455000000000014 0.095285000000000022 -0.42676999999999993 0.10393500000000001 -0.050299999999999997 0.098875000000000018 0.10153500000000003 0.007210000000000002 0.11896500000000003 0.11197500000000002 -0.014194999999999999
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 -2 6 8 -8 13 10 11 -9 -11 16 -15 -16 17 -1 -7
right_child=1 -3 3 -5 -6 18 7 9 -10 12 -12 -13 -14 14 15 -17 -18 -19 -20
leaf_value=-3.7786786648994042e-06 -0.0011755943977330022 -0.0054720349232437624 0.00051416611308443454 -0.0052696049269140271 0.0037880806557946188 -0.0036798099309644844 0.0071995641190379387 0.0034785763373905562 -0.0046506166375453089 0.00033377420510655002 0.0051294756413518515 -0.0012771369389778929 -0.0045810936503362619 0.0070995975210187967 -0.00021173904977486401 0.0042042932291353596 0.0033096324742498831 -0.0054800947660370225 -0.00038056169914431115
leaf_weight=2333 50 48 49 53 69 46 53 85 66 82 72 150 72 53 231 47 64 77 48
leaf_count=2333 50 48 49 53 69 46 53 85 66 82 72 150 72 53 231 47 64 77 48
internal_value=0 -0.00116786 -0.000229315 -0.0024831 0.00169562 0.000104175 0.000162954 0.00107657 -3.26799e-07 0.000370849 0.00154212 0.000439532 -0.00195877 0.0001088 0.00158601 0.000531912 -8.85071e-05 -0.000179088 -0.0020038
internal_weight=0 269 221 102 119 3479 3385 514 2871 461 307 235 154 2805 331 278 2474 2410 94
internal_count=3748 269 221 102 119 3479 3385 514 2871 461 307 235 154 2805 331 278 2474 2410 94
is_linear=0
shrinkage=0.0995203


Tree=2188
num_leaves=25
num_cat=0
split_feature=26 26 18 18 26 5 6 4 2 18 6 8 6 5 5 6 18 5 5 4 17 17 17 2
split_gain=0.0663944 0.14617 0.0886555 0.160633 0.212855 0.127604 0.112411 0.0761357 0.0758843 0.063225 0.147258 0.230076 0.225506 0.228087 0.221164 0.182975 0.146905 0.201235 0.183903 0.128934 0.0845592 0.132694 0.107523 0.0521402
threshold=0.10439000000000002 0.10144500000000002 -0.080814999999999984 0.094215000000000021 0.11724000000000002 -0.056974999999999998 0.096435000000000021 0.15340500000000004 -0.078129999999999991 -0.023444999999999997 0.090460000000000026 -0.077074999999999991 0.085465000000000027 -0.002715 0.064585000000000017 0.094100000000000031 -0.0086449999999999982 -0.016815 -0.011514999999999999 0.10739000000000003 -0.078119999999999995 -0.084209999999999993 -0.05543 -0.069815000000000002
decision_type=2 2 2 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 -4 23 8 9 -5 10 12 15 19 -14 -13 -12 17 -11 -19 -1 21 -18 -22 -6
right_child=2 -3 3 6 5 -7 -8 -9 -10 16 11 14 13 -15 -16 -17 20 18 -20 -21 22 -23 -24 -25
leaf_value=0.00029271830531882537 0.0022351203776794903 0.0053458727084803662 -0.0075016478163857439 0.004969843812372499 0.0032986134899908688 -0.0049653922295855041 -0.0023367526172132168 -0.0039580086552460482 -0.00017906429444109631 -0.0074956029302822814 -0.0083759632105754479 0.0067172472259769463 0.0097853910071173701 0.0010128479120051891 -0.0019039057446923148 -0.0015324708198282148 -0.00055259587337057781 0.0040714374952599804 -0.0026638099874378425 0.0052760909873422945 0.004306042266557941 -0.0061802918311593975 0.00020418291383695253 -0.001149340685161724
leaf_weight=800 66 51 82 59 46 60 82 48 54 61 53 56 57 61 62 145 310 53 165 55 67 48 1158 60
leaf_count=800 66 51 82 59 46 60 82 48 54 61 53 56 57 61 62 145 310 53 165 55 67 48 1158 60
internal_value=0 5.9868e-05 -0.00116237 -0.00167039 -0.00335122 -0.00129607 0.000463079 -2.41482e-05 0.00250206 3.55176e-05 0.000571543 -0.00129376 0.00117818 0.00525737 0.00218055 -0.00336845 -0.000335115 -0.00244077 -0.00102259 0.000614244 3.5484e-05 -0.00130943 0.000429198 0.000773181
internal_weight=0 3250 509 443 248 166 195 3199 113 3151 1289 316 973 118 118 198 1862 279 218 855 1583 358 1225 106
internal_count=3759 3250 509 443 248 166 195 3199 113 3151 1289 316 973 118 118 198 1862 279 218 855 1583 358 1225 106
is_linear=0
shrinkage=0.0995203


Tree=2189
num_leaves=24
num_cat=0
split_feature=12 18 18 18 0 17 26 26 8 19 0 20 18 8 26 2 5 8 2 23 26 0 17
split_gain=0.0662712 0.0513832 0.123138 0.112532 0.201814 0.245516 0.222479 0.102676 0.317527 0.177007 0.104682 0.0992872 0.12302 0.113541 0.0836762 0.329401 0.142861 0.239787 0.0922896 0.0842273 0.0632694 0.180916 0.100529
threshold=0.094205000000000025 -0.015440000000000001 -0.022504999999999997 -0.0086449999999999982 -0.085794999999999996 -0.067015000000000005 0.086215000000000028 0.086095000000000019 -0.084044999999999995 0.0069650000000000016 -0.081909999999999997 -0.10892 -0.053034999999999992 -0.013304999999999999 0.11377500000000003 -0.080604999999999996 -0.072054999999999994 -0.046889999999999994 -0.065379999999999994 1.0000000180025095e-35 0.091025000000000023 -0.083514999999999992 -0.52313499999999991
decision_type=2 2 2 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 -3 11 -9 10 -10 -1 13 -13 19 -16 17 -17 -18 20 22 -22 -5
right_child=-2 3 -4 14 5 -7 -8 8 9 -11 -12 12 -14 -15 15 16 18 -19 -20 -21 21 -23 -24
leaf_value=-0.0023398740003248704 -0.0034330771041152278 -0.0041568623840971776 0.0040171333069763549 0.0041845448162861334 -0.0012885177678732525 -0.011080726834884759 0.0053736877151469775 -0.0063541877551567096 0.003229980668158695 -0.005745458060050542 -0.00010445966947289538 0.0024109704450212374 0.0055393582804457078 -0.00033592825122294548 -0.0087778846600293434 -0.0060643496732292728 0.0053921773099325585 0.0029035396075045065 -0.00018250406678694032 -0.0037222196350081525 0.0041779377621517589 -0.00069389905116224392 -0.00019859203112795862
leaf_weight=79 58 48 88 54 57 46 49 86 119 47 429 279 64 319 53 74 54 49 64 54 141 162 1286
leaf_count=79 58 48 88 54 57 46 49 86 119 47 429 279 64 319 53 74 54 49 64 54 141 162 1286
internal_value=0 -4.23896e-05 0.000404038 -0.000350433 -0.00260098 -0.00566969 0.0006491 0.000179867 -0.000701558 0.000114085 0.000618131 0.000991026 0.00138976 0.000944283 -0.00012395 -0.00167422 -0.000108599 -0.00248512 0.00236168 0.000144147 0.00027172 0.00157049 -2.13471e-05
internal_weight=0 3701 1510 2191 200 103 97 1422 681 595 548 741 662 598 1991 294 241 123 118 1697 1643 303 1340
internal_count=3759 3701 1510 2191 200 103 97 1422 681 595 548 741 662 598 1991 294 241 123 118 1697 1643 303 1340
is_linear=0
shrinkage=0.0995203


Tree=2190
num_leaves=20
num_cat=0
split_feature=12 3 0 1 3 17 1 5 2 17 1 1 26 5 9 9 3 3 26
split_gain=0.0537324 0.0469474 0.0998598 0.197242 0.124329 0.0985451 0.0977707 0.117306 0.106034 0.112044 0.0921958 0.238982 0.130974 0.105683 0.0857138 0.174246 0.145592 0.0834642 0.0692521
threshold=0.094205000000000025 0.099950000000000025 -0.069955000000000003 -0.031409999999999993 0.10486500000000003 -0.55286000000000002 0.058455000000000014 -0.11065499999999999 -0.063744999999999982 -0.52615499999999993 0.0049450000000000015 0.043640000000000005 0.086130000000000026 -0.10123 0.10892000000000003 0.099610000000000018 0.098000000000000018 0.11926500000000002 0.11861500000000001
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 -4 -1 8 -8 9 -6 12 -12 -5 -13 15 16 18 -10 -7
right_child=-2 2 4 10 6 14 7 -9 17 -11 11 13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.003794250924921614 -0.003091416588957667 0.0061021298288946521 -0.0049866664518324177 0.00090473086549884769 4.1648144956498273e-05 -0.00039290389998417752 0.00048014958708018923 -0.0049234224522578928 -0.0038484920748144882 0.0046145634995490509 0.008178627380686615 0.0013895779092583226 -0.0052738118210498702 -0.002709022133309336 -0.003774344923833346 0.0054652404476106349 -0.0052539769045102736 0.00068249787610542606 0.0025889759816474719
leaf_weight=57 58 75 55 86 107 2117 83 76 64 106 46 325 56 77 72 51 60 108 80
leaf_count=57 58 75 55 86 107 2117 83 76 64 106 46 325 56 77 72 51 60 108 80
internal_value=0 -3.8259e-05 0.000453653 0.00129351 -0.000477381 -0.000293735 -1.99735e-05 -0.00209754 0.000835909 0.00232122 0.000680862 0.00138222 -0.00152611 0.000602486 -0.000391985 -0.000286114 -0.000416437 -0.000998693 -0.000283951
internal_weight=0 3701 1264 665 599 2437 544 159 385 213 590 448 142 402 2380 2308 2257 172 2197
internal_count=3759 3701 1264 665 599 2437 544 159 385 213 590 448 142 402 2380 2308 2257 172 2197
is_linear=0
shrinkage=0.0995203


Tree=2191
num_leaves=23
num_cat=0
split_feature=21 3 6 3 27 20 1 18 3 4 18 0 1 3 1 1 20 8 3 1 21 1
split_gain=0.0624734 0.11857 0.133314 0.0453994 0.172546 0.0860943 0.0971071 0.0787639 0.110642 0.298295 0.122472 0.0614592 0.127201 0.255273 0.189068 0.158646 0.135294 0.118457 0.0753778 0.0955994 0.100362 0.0921366
threshold=-0.088829999999999992 0.088685000000000028 -0.0026549999999999998 0.10134000000000003 -0.0027049999999999995 -0.15398499999999998 -0.51253999999999988 -0.17307499999999998 0.092115000000000016 0.080475000000000033 -0.011569999999999999 -0.069955000000000003 0.061835000000000008 0.11225500000000002 0.007210000000000002 -0.0086750000000000004 -0.054979999999999994 -0.26194999999999996 0.10556500000000002 0.058455000000000014 0.11639500000000003 -0.050379999999999994
decision_type=2 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 -2 -7 -8 10 -10 -9 12 14 16 15 -6 -14 -15 -13 21 -21 -20
right_child=3 2 -4 4 11 6 7 8 9 -11 -12 18 13 17 -16 -17 -18 -19 19 20 -22 -23
leaf_value=-0.0019952158909188203 0.003685784352297113 0.0078639893334407976 0.00034782425945717861 0.0061355285854857999 0.0027148942383052248 -0.0044739490683228869 0.0035213506485834148 0.00083276606584758973 -0.00094915775961489546 -0.0088589999555067842 -0.00084704710229412106 -0.004376442657019728 -0.0085433568742379045 -0.0028547658244100077 0.0064914832371941074 -0.0034321876912172095 -0.0012514506141954457 0.0029304429889671956 -0.00059078977519340522 -0.0047288737741674313 0.00072536806237698465 0.0027541525151615997
leaf_weight=49 50 46 48 49 126 59 50 797 519 52 933 49 47 46 79 62 55 146 234 82 56 125
leaf_count=49 50 46 48 49 126 59 50 797 519 52 933 49 47 46 79 62 55 146 234 82 56 125
internal_value=0 0.00196275 0.00403466 -0.000157895 0.000356143 -0.000399784 -0.000484886 -0.00038443 -0.000469657 -0.00167093 -7.26947e-05 9.95856e-05 0.00083178 -0.000594086 0.0024049 0.00068331 -0.00461947 0.00154014 -0.000651225 -0.000282302 -0.00250963 0.000571604
internal_weight=0 143 94 3616 1156 2460 2410 2351 2301 571 1730 1107 561 294 267 188 102 192 546 497 138 359
internal_count=3759 143 94 3616 1156 2460 2410 2351 2301 571 1730 1107 561 294 267 188 102 192 546 497 138 359
is_linear=0
shrinkage=0.0995203


Tree=2192
num_leaves=13
num_cat=0
split_feature=0 17 8 2 1 26 0 2 2 26 0 2
split_gain=0.0858965 0.121623 0.0570976 0.10416 0.0967998 0.0886986 0.145246 0.0719188 0.177443 0.0729996 0.0707961 0.0441737
threshold=0.12433000000000002 -0.11248999999999999 0.095985000000000015 -0.157135 -0.51253999999999988 -0.112275 -0.079119999999999982 -0.087245000000000003 -0.087804999999999994 -0.085605000000000001 -0.042499999999999996 -0.096314999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -6 8 -7 -9 11 -4
right_child=1 -3 10 4 5 7 -8 9 -10 -11 -12 -13
leaf_value=0.0038285508057569052 0.006212029199357174 0.00014272481642638233 0.0014916173734025541 -0.0034361118869577012 0.00017594720968016603 -0.00019235428437508912 0.0071123202016610178 -0.0025471382740838945 -0.0065510740328563431 0.00052133192714802707 -0.003493473917742785 -0.0022194594484688367
leaf_weight=84 59 74 87 68 75 335 50 79 50 2651 87 50
leaf_count=84 59 74 87 68 75 335 50 79 50 2651 87 50
internal_value=0 0.00284128 0.00026516 0.000366972 0.000278825 0.000357046 0.00295705 0.000252449 -0.00102029 0.000432237 -0.00127292 0.000131234
internal_weight=0 133 3616 3392 3308 3240 125 3115 385 2730 224 137
internal_count=3749 133 3616 3392 3308 3240 125 3115 385 2730 224 137
is_linear=0
shrinkage=0.0995203


Tree=2193
num_leaves=12
num_cat=0
split_feature=0 1 0 20 20 21 20 3 3 20 0
split_gain=0.0696846 0.106361 0.0472475 0.0534979 0.0963745 0.0936404 0.0636006 0.158271 0.25277 0.147377 0.107483
threshold=0.12433000000000002 -0.49056499999999997 -0.23998999999999998 -0.23803499999999997 -0.14091999999999996 0.084485000000000018 -0.085204999999999989 0.086965000000000028 0.089735000000000023 -0.083495 -0.225295
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 7 -6 -9 -8 -11
right_child=1 -3 3 4 6 -7 9 8 -10 10 -12
leaf_value=0.002745716999538711 0.0050732368487356582 -0.00058028933143086105 0.0025826641129714518 -1.0244781274056635e-05 0.0067683729580061344 -0.0053742986923021614 -0.0042818111818808697 -0.0056933091370462681 0.0025660733203310116 -0.0036395003025040586 0.00030580752189761026
leaf_weight=73 74 59 90 69 50 61 74 49 146 70 2934
leaf_count=73 74 59 90 69 50 61 74 49 146 70 2934
internal_value=0 0.00255913 0.000238726 0.000186841 0.000124158 -0.00253352 0.000228376 0.00177181 0.00048644 0.000105258 0.0002136
internal_weight=0 133 3616 3543 3453 130 3323 245 195 3078 3004
internal_count=3749 133 3616 3543 3453 130 3323 245 195 3078 3004
is_linear=0
shrinkage=0.0995203


Tree=2194
num_leaves=12
num_cat=0
split_feature=7 0 20 20 5 9 18 18 20 9 20
split_gain=0.065785 0.0478134 0.0693108 0.0751237 0.0663345 0.153705 0.0709523 0.0858926 0.0722622 0.0641207 0.0619566
threshold=-0.23835999999999999 -0.23998999999999998 -0.240845 -0.14091999999999996 0.51659500000000014 0.097365000000000021 -0.15202999999999997 -0.42656999999999995 -0.097769999999999996 0.089025000000000021 -0.15398499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 10 6 9 7 -5 -8 -6 -4
right_child=1 2 3 4 5 -7 8 -9 -10 -11 -12
leaf_value=0.0039510122966729426 0.0030056907521664954 0.003020987529004638 -9.7647609737045043e-05 0.0010717615549531983 0.0015419446248297701 -0.0025974206288148119 0.003842319755897924 -0.0035360762170268938 0.00016843603957471823 0.0062886956419029973 -0.0042843637103998902
leaf_weight=48 61 84 73 63 52 47 54 109 3027 63 68
leaf_count=48 61 84 73 63 52 47 54 109 3027 63 68
internal_value=0 0.000241557 0.00019501 0.000128024 0.000221188 0.00218698 0.00012304 -0.00184356 0.000233093 0.00414946 -0.00212258
internal_weight=0 3701 3640 3556 3415 162 3253 172 3081 115 141
internal_count=3749 3701 3640 3556 3415 162 3253 172 3081 115 141
is_linear=0
shrinkage=0.0995203


Tree=2195
num_leaves=14
num_cat=0
split_feature=2 10 0 6 4 2 5 9 21 21 21 27 2
split_gain=0.0674191 0.0578312 0.0521543 0.126201 0.21206 0.0918773 0.0556867 0.115336 0.0772961 0.158461 0.0832211 0.0614798 0.0507287
threshold=0.50951500000000005 0.091870000000000021 -0.18357499999999999 -0.096934999999999993 0.090595000000000023 0.10274500000000002 0.51659500000000014 0.096535000000000024 0.13042000000000004 0.14093000000000003 0.11853500000000002 -0.086859999999999993 -0.095204999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 8 12 10 -10 11 -4 -8
right_child=-2 -3 6 4 -6 -7 7 -9 9 -11 -12 -13 -14
leaf_value=-0.0040309871162552404 0.0036886315493981818 0.0030844032275371708 -0.0034052340283039673 0.0086055110807582436 9.4945773088139248e-05 0.0019982193917263817 0.0062183512030403185 -0.002190731279659667 -0.0070254454296780292 0.00016670251413887155 0.0032391180574905328 4.6313233227809517e-05 0.0018148589413142884
leaf_weight=49 56 68 52 52 66 51 46 47 47 85 80 2989 61
leaf_count=49 56 68 52 52 66 51 46 47 47 85 80 2989 61
internal_value=0 0.000208342 0.000154165 0.00164662 0.0038523 -0.000947906 5.84285e-05 0.0019077 -2.88662e-05 -0.00238794 7.06464e-05 -1.24378e-05 0.0037156
internal_weight=0 3693 3625 218 118 100 3407 154 3253 132 3121 3041 107
internal_count=3749 3693 3625 218 118 100 3407 154 3253 132 3121 3041 107
is_linear=0
shrinkage=0.0995203


Tree=2196
num_leaves=25
num_cat=0
split_feature=9 9 6 9 9 6 2 26 2 6 1 9 3 6 3 2 2 21 21 6 26 1 26 2
split_gain=0.0501555 0.19614 0.189395 0.145441 0.114355 0.202746 0.153356 0.241067 0.22805 0.0831326 0.080575 0.0887922 0.0748174 0.0609364 0.0794475 0.116463 0.105944 0.127235 0.102622 0.0785541 0.0759891 0.231156 0.185792 0.045171
threshold=0.086070000000000021 0.085765000000000022 0.096575000000000022 0.086345000000000019 0.085335000000000022 0.08866000000000003 -0.086050000000000001 0.085790000000000019 -0.085209999999999994 0.17176000000000005 -0.11467499999999999 0.093335000000000015 0.10920500000000002 -0.086849999999999997 0.094970000000000013 -0.07934999999999999 -0.094509999999999997 0.089005000000000015 0.093685000000000032 -0.082304999999999989 0.08919500000000001 -0.07825 0.091570000000000026 -0.070724999999999996
decision_type=2 2 2 2 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 7 -1 -8 -4 11 -5 -13 14 16 18 -12 -18 -16 -15 21 -21 -22 -17
right_child=3 -3 9 10 -6 -7 8 -9 -10 -11 13 12 -14 19 15 23 17 -19 -20 20 22 -23 -24 -25
leaf_value=0.00032326448960339643 -0.0055761968940943102 0.0063106956963241631 0.0074015725854528775 0.0055632353596888401 -0.0035842729489324742 -0.0058212526350045401 -0.0068453416367238703 0.0062008550820838795 9.677989192968296e-05 0.001454624172613411 -0.001931417553959982 -0.0014673774746885293 0.0035690087404626953 -0.0046392493956791854 0.0049667103977778229 -0.0051310430905821486 0.0066665837480223526 0.0010709320093938933 -0.001471200064233222 0.0046394599692649793 -0.0037069796510481425 -0.00083515467824271455 -0.00033964522636234252 -0.00097420768284610176
leaf_weight=207 52 53 48 46 88 55 49 104 1073 46 56 77 47 50 47 55 62 116 51 101 212 313 695 50
leaf_count=207 52 53 48 46 88 55 49 104 1073 46 56 77 47 50 47 55 62 116 51 101 212 313 695 50
internal_value=0 0.000349933 0.000160269 -0.000380091 -9.80577e-05 0.000107566 0.000335692 0.00229139 -0.000205667 0.00450007 -0.000243075 0.00182744 0.000434974 -0.000438211 0.000584087 -0.000853854 0.00183503 0.00302458 0.00160802 -0.000764662 -0.000617388 0.000498463 -0.00112762 -0.0031594
internal_weight=0 1723 1670 2030 1576 1488 1433 311 1122 94 1978 170 124 1808 437 203 234 178 98 1371 1321 414 907 105
internal_count=3753 1723 1670 2030 1576 1488 1433 311 1122 94 1978 170 124 1808 437 203 234 178 98 1371 1321 414 907 105
is_linear=0
shrinkage=0.0995203


Tree=2197
num_leaves=18
num_cat=0
split_feature=11 4 4 5 2 21 0 21 17 2 26 17 17 4 9 4 21
split_gain=0.0470723 0.0719535 0.0672078 0.0544282 0.0709237 0.177442 0.253995 0.151094 0.113986 0.0604706 0.0531771 0.102762 0.108817 0.0905866 0.159303 0.139461 0.0724225
threshold=-0.11166 0.13584500000000002 0.14646500000000004 -0.5315899999999999 0.10166000000000001 0.08846500000000003 -0.13955999999999999 0.11119000000000002 -0.092649999999999996 0.08814000000000001 -0.054024999999999997 1.0000000180025095e-35 0.14342500000000005 0.10649000000000002 0.098465000000000011 0.10098000000000003 0.084670000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 10 6 -6 -7 -8 -2 11 16 -13 15 -15 -12 -5
right_child=2 -3 -4 4 5 7 8 -9 -10 -11 13 12 -14 14 -16 -17 -18
leaf_value=-0.0007762015957912988 -0.0040670148214462564 0.0042775064262912024 -0.0034340537439047597 0.001416296263289793 0.0086901796318509389 -0.005174628762416267 0.0045560952614089566 0.0020039542261158553 -0.0017766291108600356 0.00016833370250892622 -0.00027359768777728265 0.0070617350620422251 0.00083754949642437311 -0.0066007051306317529 0.0010222983106651486 0.0048849422007744836 -0.0013099108551614172
leaf_weight=51 69 61 59 193 61 57 47 59 70 64 2492 48 67 59 50 53 193
leaf_count=51 69 61 59 193 61 57 47 59 70 64 2492 48 67 59 50 53 193
internal_value=0 0.00196896 -0.000102299 -4.71919e-05 2.87539e-05 0.00150732 0.00348244 -0.0015164 0.00076029 -0.0020228 -0.000108768 0.000831199 0.00344259 -0.000286515 -0.00309641 -0.000165849 5.10719e-05
internal_weight=0 112 3641 3582 3449 294 178 116 117 133 3155 501 115 2654 109 2545 386
internal_count=3753 112 3641 3582 3449 294 178 116 117 133 3155 501 115 2654 109 2545 386
is_linear=0
shrinkage=0.0995203


Tree=2198
num_leaves=11
num_cat=0
split_feature=21 6 21 3 11 3 8 0 3 27
split_gain=0.0410237 0.0527762 0.0784482 0.0761782 0.0496125 0.0388855 0.11283 0.131454 0.0746056 0.0712296
threshold=-0.13730999999999999 0.15358000000000002 0.14970000000000003 0.10850000000000003 -0.38234499999999999 0.13547000000000003 -0.041669999999999992 -0.065519999999999981 0.12992500000000004 -0.038765000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 8 7 -7 9 -6
right_child=1 3 -4 -5 5 6 -8 -9 -10 -11
leaf_value=0.0026866209472134772 0.0029674939028910721 0.0049883412009396472 -0.0039411425840408685 -0.00039503280854629369 -0.003761655508626447 -4.5791756711083357e-05 0.0014307831901254056 -0.006880980285856271 0.0038045217936673692 -4.8069986892061646e-05
leaf_weight=54 52 49 53 55 52 55 76 57 49 3201
leaf_count=54 52 49 53 55 52 55 76 57 49 3201
internal_value=0 -7.61663e-05 -0.000140317 0.00213349 -8.32134e-05 -0.000128903 -0.00152125 -0.00353173 -4.93811e-05 -0.000107684
internal_weight=0 3699 3595 104 3542 3490 188 112 3302 3253
internal_count=3753 3699 3595 104 3542 3490 188 112 3302 3253
is_linear=0
shrinkage=0.0995203


Tree=2199
num_leaves=19
num_cat=0
split_feature=9 9 6 9 9 6 17 6 6 0 26 26 3 26 3 19 26 6
split_gain=0.0404418 0.160403 0.134403 0.116878 0.0924888 0.165388 0.116934 0.0881706 0.0784731 0.0629694 0.061335 0.141676 0.260175 0.254063 0.188407 0.0998684 0.0894258 0.0846626
threshold=0.086070000000000021 0.085765000000000022 0.096575000000000022 0.086345000000000019 0.085335000000000022 0.08866000000000003 0.26760500000000004 0.087235000000000021 0.17176000000000005 -0.14795 0.098495000000000013 0.11081000000000002 0.090595000000000023 0.11659500000000002 0.097880000000000023 -0.050215000000000003 0.096535000000000024 -0.095324999999999993
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 7 -1 -4 -5 15 14 -13 -14 -12 -11 17 -17
right_child=3 -3 8 9 -6 -7 -8 -9 -10 10 11 12 13 -15 -16 16 -18 -19
leaf_value=0.00029106740484492624 -0.0049918354940095755 0.0057122697705182376 0.0066235212399270108 -0.0033861278279642237 -0.003202665192183663 -0.0052371425451188253 -0.0044028023746343608 0.0036011514792451535 0.00084830252141661474 -0.0040151177279491562 -0.0067054430816905616 0.0067696329771835652 -0.0067840944203615356 0.00041540067665365836 0.00034065583479680784 0.0020411239349961596 0.0041777861880078499 -0.00013536806935772838
leaf_weight=1298 52 53 48 60 88 55 50 85 46 53 85 49 61 237 67 211 59 1096
leaf_count=1298 52 53 48 60 88 55 50 85 46 53 85 49 61 237 67 211 59 1096
internal_value=0 0.000321768 0.000150202 -0.000333768 -6.73316e-05 0.000117541 0.000323631 0.000495099 0.00380606 -0.000210897 -0.000111141 -0.00106046 4.7067e-05 -0.00105558 -0.00359421 0.000222117 0.000387118 0.000215375
internal_weight=0 1723 1670 2030 1576 1488 1433 1383 94 1978 1918 499 347 298 152 1419 1366 1307
internal_count=3753 1723 1670 2030 1576 1488 1433 1383 94 1978 1918 499 347 298 152 1419 1366 1307
is_linear=0
shrinkage=0.0995203


Tree=2200
num_leaves=16
num_cat=0
split_feature=8 10 26 26 26 26 8 8 3 2 18 18 3 8 4
split_gain=0.0616396 0.0712971 0.0663388 0.170836 0.155685 0.133164 0.0769789 0.209541 0.188602 0.124321 0.0644064 0.428882 0.131955 0.0564292 0.0520715
threshold=-0.50270999999999988 0.092225000000000015 0.089150000000000021 0.088775000000000021 0.088435000000000027 0.089545000000000027 -0.080569999999999989 -0.08176499999999999 0.088325000000000028 -0.082704999999999987 0.086065000000000016 0.077940000000000023 0.10920500000000002 -0.1205 0.12182500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 4 10 -4 7 13 -8 -10 11 -2 -12 -7 -1
right_child=1 -3 5 -5 -6 6 8 -9 9 -11 12 -13 -14 -15 -16
leaf_value=-0.00032224152603627109 -0.00045430479213857987 0.0031158432295271465 0.0052531881443510214 -0.0055089291469008197 0.0051020905013689161 0.0027657533375842363 -0.0059593630228715637 0.0076079010160978577 0.0032553548626045752 -0.00049562736969934059 0.0016412966839659063 -0.0096298684154147302 -0.0023910726320022242 -0.0001123385569418191 -0.0050778266049144594
leaf_weight=46 1713 67 54 65 51 86 56 46 102 616 322 52 107 311 46
leaf_count=46 1713 67 54 65 51 86 56 46 102 616 322 52 107 311 46
internal_value=0 -0.000100068 -0.000160466 -0.000478363 -0.000332347 0.000416655 0.000201379 0.00124804 -0.000396621 3.6102e-05 -0.000459044 -0.000725097 0.000633646 0.000509065 -0.00270893
internal_weight=0 3648 3581 2310 2245 1271 1217 443 774 718 2194 1765 429 397 92
internal_count=3740 3648 3581 2310 2245 1271 1217 443 774 718 2194 1765 429 397 92
is_linear=0
shrinkage=0.0995203


Tree=2201
num_leaves=15
num_cat=0
split_feature=2 10 30 6 2 18 2 9 2 3 3 6 17 18
split_gain=0.0493805 0.0677477 0.0625314 0.0494847 0.0461432 0.0968891 0.159262 0.158676 0.0898321 0.086712 0.0793504 0.0715011 0.116141 0.0875921
threshold=0.35004500000000011 0.092225000000000015 0.10721500000000002 -0.25061999999999995 -0.080555000000000002 0.11417000000000002 -0.081134999999999999 0.089935000000000029 -0.080254999999999993 0.089305000000000009 0.10749000000000002 -0.17463499999999998 0.053575000000000012 0.12487500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 6 10 -7 -6 -8 -1 12 -10 -13
right_child=3 -3 -4 -5 8 7 9 -9 11 -11 -12 13 -14 -15
leaf_value=-0.00025307062548935366 -0.0046083691945262625 0.0031019222307649037 0.0027419337644293256 -0.00049101209505305623 0.0043160665275539505 0.0067252305891210467 -0.0017060528380404853 -0.0013633119611715649 -0.0033516641729507348 -0.0077466517777678243 -0.00256459803874628 0.00053540186386129458 0.0021023604396920273 -0.0018431129437506424
leaf_weight=1368 48 65 73 74 50 46 48 50 135 47 165 1344 54 173
leaf_count=1368 48 65 73 74 50 46 48 50 135 47 165 1344 54 173
internal_value=0 -8.1477e-05 -0.000139946 -0.00211767 -0.000200634 -0.000566475 -0.000748034 0.00250392 0.000158074 -0.00470318 -0.000502399 3.57301e-05 -0.00178904 0.000263614
internal_weight=0 3618 3553 122 3480 1724 1628 96 1756 95 1533 1706 189 1517
internal_count=3740 3618 3553 122 3480 1724 1628 96 1756 95 1533 1706 189 1517
is_linear=0
shrinkage=0.0995203


Tree=2202
num_leaves=23
num_cat=0
split_feature=8 3 17 17 17 3 8 8 8 9 10 8 9 2 6 6 1 19 17 9 6 17
split_gain=0.0467535 0.0797939 0.0527117 0.221959 0.184181 0.112476 0.110635 0.233589 0.106493 0.189825 0.106488 0.105979 0.0882131 0.327529 0.124674 0.0831998 0.288631 0.0789816 0.0978312 0.324261 0.125999 0.0680653
threshold=-0.48834 0.11387500000000002 -0.0064000000000000003 -0.0090649999999999984 -0.0042049999999999995 0.086465000000000028 -0.11257499999999999 -0.086404999999999996 -0.081324999999999995 0.085850000000000024 1.0000000180025095e-35 0.093085000000000015 0.085945000000000021 -0.082174999999999984 0.086655000000000024 0.10877500000000002 -0.066524999999999987 0.11338500000000003 -0.040589999999999994 0.09007500000000003 0.092980000000000021 0.064745000000000011
decision_type=2 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 15 -4 -5 10 12 9 -9 21 -10 13 -8 -14 17 -17 18 20 -20 -2 -6
right_child=2 -3 4 5 6 -7 7 8 11 -11 -12 -13 14 -15 -16 16 -18 -19 19 -21 -22 -23
leaf_value=0.00095530629068224342 -0.0007852209004191778 -0.0043657696772668713 0.0060022124502561369 -0.0015643127067120545 0.0068176055400781307 -0.0082653641784146675 -0.011046612291014345 0.0059968327123806143 -0.00041850070956630158 0.00030305697875935927 -0.00048234266200521261 0.002849378070041706 0.0013989458949781319 -0.00068387111421260483 -0.0036957947570240338 -0.0081081053671469075 0.0016950705108028635 0.0040689140057646915 -0.00051294896479441368 0.0065589168354891645 0.0025054134591619799 0.0017861262621411403
leaf_weight=48 1237 66 55 49 57 51 48 90 755 164 72 113 95 82 95 54 66 46 230 89 127 51
leaf_count=48 1237 66 55 49 57 51 48 90 755 164 72 113 95 82 95 54 66 46 230 89 127 51
internal_value=0 -0.00211814 -7.07955e-05 -0.000422957 0.000337997 -0.00499004 0.000145425 -0.000144431 0.000531414 0.00232376 0.00247204 5.98292e-06 -0.00251667 -0.00451641 -0.00114412 -0.000175512 -0.00270954 0 -0.000110842 0.00145751 -0.000478235 0.00444921
internal_weight=0 114 3626 1949 1677 100 1622 1442 1122 254 180 868 320 130 190 1849 120 1729 1683 319 1364 108
internal_count=3740 114 3626 1949 1677 100 1622 1442 1122 254 180 868 320 130 190 1849 120 1729 1683 319 1364 108
is_linear=0
shrinkage=0.0995203


Tree=2203
num_leaves=16
num_cat=0
split_feature=13 8 25 20 1 17 0 26 9 9 26 26 2 5 0
split_gain=0.0425483 0.0894251 0.0606405 0.0562138 0.0967837 0.201239 0.124033 0.0729896 0.157726 0.164801 0.139309 0.146472 0.0950051 0.0664227 0.0396014
threshold=0.089365000000000014 -0.48834 0.096120000000000025 0.0033350000000000007 0.00039500000000000011 -0.12647999999999998 -0.14680499999999999 0.089150000000000021 0.085945000000000021 0.08073000000000001 0.088775000000000021 0.088435000000000027 -0.077945 -0.089564999999999992 -0.10148
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 7 5 -5 -6 10 9 -9 11 -3 -10 -8 -1
right_child=-2 2 -4 4 6 -7 13 8 12 -11 -12 -13 -14 -15 -16
leaf_value=-0.0050348864322341718 0.002822920615209929 -0.000345402441695998 0.003330441572709157 -0.0044853889048474364 -0.00664437707892317 0.0033718003384827322 -0.003288517504241458 0.00083869389871353854 -0.0006921755813327357 0.0085953342618280068 -0.0048895668254633397 0.0050569040047051097 0.0012043298449873337 0.0013172933852475608 -0.0010682050277802861
leaf_weight=51 48 1943 51 50 59 91 65 63 524 48 65 51 522 59 50
leaf_count=51 48 1943 51 50 59 91 65 63 524 48 65 51 522 59 50
internal_value=0 -0.000158583 -7.62072e-05 -0.000125517 -0.00137496 0.000579757 -0.00288553 1.05011e-07 0.000632838 0.00420029 -0.000355045 -0.000206818 0.000253481 -0.00109044 -0.00307929
internal_weight=0 3692 3591 3540 324 141 183 3216 1157 111 2059 1994 1046 124 101
internal_count=3740 3692 3591 3540 324 141 183 3216 1157 111 2059 1994 1046 124 101
is_linear=0
shrinkage=0.0995203


Tree=2204
num_leaves=29
num_cat=0
split_feature=8 11 2 2 2 9 8 1 1 6 8 18 1 18 1 1 8 5 19 8 17 18 18 18 18 18 5 6
split_gain=0.0576647 0.104808 0.0978041 0.44968 0.164311 0.15743 0.149397 0.148309 0.246773 0.156498 0.0944588 0.1843 0.331177 0.21508 0.0752772 0.359521 0.126706 0.10388 0.105193 0.205998 0.117401 0.0969999 0.0701844 0.120903 0.195652 0.118095 0.057776 0.0525833
threshold=-0.076394999999999991 -0.364875 -0.082644999999999982 -0.082294999999999993 -0.083104999999999998 0.088285000000000016 -0.086589999999999986 -0.0088199999999999997 -0.0017949999999999999 -0.010459999999999999 -0.07743499999999999 -0.081229999999999983 -0.041999999999999996 -0.070104999999999987 -0.077774999999999997 -0.082344999999999988 -0.073644999999999988 -0.50749999999999995 0.0069650000000000016 -0.068904999999999994 -0.065004999999999993 -0.011039999999999999 0.10361000000000002 0.063210000000000016 -0.008179999999999998 -0.091869999999999993 -0.080119999999999983 -0.11345499999999999
decision_type=2 2 2 2 2 2 2 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 7 -7 9 -9 -3 11 12 -5 -13 15 22 -16 27 19 -19 -21 -20 23 24 25 -2 -23 -18
right_child=14 2 3 10 -6 6 -8 8 -10 -11 -12 13 -14 -15 16 -17 17 18 21 20 -22 26 -24 -25 -26 -27 -28 -29
leaf_value=-0.0042911009584798753 -0.00084131512165601212 0.0037278499368613434 0.0097551363797858878 -0.0096545992809618786 -0.0061276845722769988 0.00037237664583044284 0.0070038512994393728 -0.0089223919468186304 0.0010701801147148331 -0.00074185413227935177 0.0049861451116163941 0.0073805209986276179 0.001008712335590397 0.00054371463519370421 -0.0040601509192539909 -0.0074329940209682576 -1.4053593758155233e-05 0.0057664440140274449 -0.0052719273947691306 -0.00086317982962986247 0.0016745104511435478 -0.0023432552966001666 -0.0032937523525276681 0.0047200973351915207 -0.0061627122173625766 0.0037548641815458969 0.0024651301609058952 -0.0043467129361844147
leaf_weight=47 170 92 56 48 46 85 56 52 46 495 47 48 72 914 71 83 48 83 52 328 401 50 64 52 50 82 49 67
leaf_count=47 170 92 56 48 46 85 56 52 46 495 47 48 72 914 71 83 48 83 52 328 401 50 64 52 50 82 49 67
internal_value=0 0.000354011 0.000460545 0.00104938 -0.000338716 -1.53366e-05 0.00301196 -0.000639669 -0.00422365 -3.99265e-05 0.000616841 0.00042629 -0.00324979 0.000885696 -0.000431846 -0.00144985 1.13221e-05 0.00028024 0.000618526 0.0010677 0.000531601 -0.00179147 -0.000259846 0.000286345 -0.000474372 0.000651019 2.83837e-05 -0.00254542
internal_weight=0 2104 2057 1185 872 826 141 685 98 587 1129 1082 120 962 1650 501 1149 1078 963 812 729 151 418 354 302 252 99 115
internal_count=3754 2104 2057 1185 872 826 141 685 98 587 1129 1082 120 962 1650 501 1149 1078 963 812 729 151 418 354 302 252 99 115
is_linear=0
shrinkage=0.0995203


Tree=2205
num_leaves=17
num_cat=0
split_feature=18 18 18 17 3 21 17 18 17 9 26 8 9 7 19 17
split_gain=0.0503939 0.211232 0.101642 0.0781488 0.199496 0.330339 0.159135 0.360111 0.0696303 0.0843852 0.12013 0.0518616 0.163748 0.0506136 0.0521622 0.0571658
threshold=0.088735000000000022 0.090540000000000023 0.086510000000000017 -0.065004999999999993 0.091405000000000028 0.091230000000000019 -0.0046399999999999992 0.10361000000000002 0.0065250000000000013 0.10371500000000002 0.10924500000000002 -0.51030999999999993 -0.25326499999999996 -1.0000000180025095e-35 0.13265500000000005 0.11639500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 4 -3 -6 7 -5 -8 10 -10 -1 -13 -14 15 -15
right_child=1 3 -4 6 5 -7 8 -9 9 -11 -12 12 13 14 -16 -17
leaf_value=0.0030845452711968412 -0.0059481666878353325 -0.006471689264806138 0.004034723737790246 0.0085461051703383216 0.004037382303707834 -0.0060100089886632813 -0.0038849530615706696 -0.0011137409537589423 -0.00056775462094551274 -0.0032024457258431008 0.004073078297752393 -0.0053244550614387877 0.003018971159031437 0.00022939248727162648 0.0034181242031743882 -0.001082968467448864
leaf_weight=57 69 64 67 68 86 52 56 87 209 70 75 55 60 2248 46 385
leaf_count=57 69 64 67 68 86 52 56 87 209 70 75 55 60 2248 46 385
internal_value=0 -0.000673496 0.000202893 -0.000197914 -0.00187868 0.000245476 0.00040155 0.00311885 -0.000623725 -0.000105511 0.000654935 0.000112556 5.16315e-05 0.000159884 9.55451e-05 3.71868e-05
internal_weight=0 836 2918 767 202 138 565 155 410 354 284 2851 2794 2739 2679 2633
internal_count=3754 836 2918 767 202 138 565 155 410 354 284 2851 2794 2739 2679 2633
is_linear=0
shrinkage=0.0995203


Tree=2206
num_leaves=35
num_cat=0
split_feature=8 9 9 2 8 8 8 0 9 9 9 8 17 1 5 1 1 9 9 9 17 26 9 9 9 8 17 5 0 9 2 5 9 8
split_gain=0.0510743 0.0886595 0.168433 0.248032 0.108496 0.127687 0.0904498 0.11626 0.0845143 0.146906 0.106193 0.147903 0.0872168 0.23074 0.215181 0.212 0.183383 0.130599 0.076369 0.175152 0.253295 0.794847 0.212765 0.0860657 0.156311 0.0799319 0.0711356 0.139557 0.114703 0.125573 0.0901048 0.126793 0.0590326 0.0620602
threshold=-0.076394999999999991 0.084115000000000009 0.083760000000000015 -0.086050000000000001 -0.082654999999999992 -0.087245000000000003 -0.51030999999999993 -0.063914999999999986 0.09667000000000002 0.10199500000000002 0.09310000000000003 -0.080659999999999996 -0.0050499999999999998 -0.079434999999999992 -0.085794999999999996 -0.081594999999999987 -0.0064949999999999999 0.089255000000000015 0.088365000000000013 0.094085000000000016 -0.038314999999999995 0.092385000000000023 0.091750000000000012 0.095285000000000022 0.096225000000000019 -0.022279999999999998 0.016900000000000005 -0.19631499999999999 0.076335000000000014 0.08203000000000002 -0.018864999999999996 -0.093384999999999982 0.09697500000000002 -0.069939999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -1 -8 10 -10 12 -12 14 15 -3 -14 -15 -16 26 20 21 25 -22 -21 -25 -20 28 -28 29 30 -2 -32 -26 -34
right_child=18 8 3 -5 -6 -7 7 -9 9 -11 11 -13 13 16 17 -17 -18 -19 19 23 22 -23 -24 24 32 -27 27 -29 -30 -31 31 -33 33 -35
leaf_value=0.003336923018653893 -0.0024412623793738288 0.0077839344460966867 0.00077940730429630373 -0.0093314330770342228 -0.0040425150212802172 0.0045482846499788525 0.00015364976668552153 -0.0042740787172834147 -0.0058163963262578824 0.00093378775553492764 0.007393369339354347 0.00047099406922243976 4.7452829870096428e-05 -0.0036275242960803447 0.001542002244195557 0.007181224676762782 0.0007979407316420845 -0.0029258294496883656 0.0018495114589821666 0.0037292536483895873 -0.0038804202903014754 -0.016680544243178958 0.0047575669912761969 -0.0052776473404236883 0.0031310618482357296 -0.0033864433317424207 0.0017545828947321599 -0.0047726658495169088 -0.0036643262712028135 0.0050319252282227302 -0.0010674280609429888 0.0028001969327837266 -0.0033379652042257843 0.00011744216403954636
leaf_weight=64 76 50 46 50 58 67 299 73 51 85 59 64 108 202 516 67 171 74 48 53 55 46 58 60 56 72 61 69 50 77 135 221 58 455
leaf_count=64 76 50 46 50 58 67 299 73 51 85 59 64 108 202 516 67 171 74 48 53 55 46 58 60 56 72 61 69 50 77 135 221 58 455
internal_value=0 0.000332007 -0.000626052 -0.00447813 3.16681e-05 0.000503082 -0.000116666 -0.000713032 0.000767572 -0.00159151 0.00101292 0.00379814 0.000723865 -0.00019633 0.00151306 0.00278335 -0.0015965 0.000980242 -0.000407582 -0.000981117 -0.00308185 -0.00555634 0.000545993 -0.000120524 -0.000446211 -0.00128524 0.000391183 -0.00170358 0.000879802 0.00132779 0.000665665 0.00133124 6.18166e-05 -0.000271632
internal_weight=0 2104 657 96 561 503 436 372 1447 136 1311 123 1188 548 640 175 373 590 1650 961 279 166 113 682 629 120 689 130 559 509 432 356 569 513
internal_count=3754 2104 657 96 561 503 436 372 1447 136 1311 123 1188 548 640 175 373 590 1650 961 279 166 113 682 629 120 689 130 559 509 432 356 569 513
is_linear=0
shrinkage=0.0995203


Tree=2207
num_leaves=15
num_cat=0
split_feature=30 0 30 18 18 18 1 1 26 0 0 20 26 0
split_gain=0.0419506 0.104554 0.0645772 0.0474065 0.16021 0.0759662 0.0735138 0.145392 0.0800198 0.057105 0.144432 0.126621 0.13449 0.0655511
threshold=0.10801000000000002 -0.066264999999999991 0.094490000000000018 0.088735000000000022 0.090540000000000023 0.086510000000000017 0.0099250000000000015 0.0022300000000000006 0.10924500000000002 -0.069955000000000003 -0.073219999999999993 -0.097019999999999995 -0.066534999999999997 -0.076154999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 9 7 8 -6 10 13 -11 -13 -1
right_child=1 -3 -4 4 6 -7 -8 -9 -10 11 -12 12 -14 -15
leaf_value=0.00030904612690957307 -0.0014038842093331378 0.0050991021222093298 -0.0032590824475699034 -0.0052882597620874704 -0.00096074864406164569 0.0035375391080235108 -0.0031289341308748868 0.0053179451892108372 0.0016892562672781856 -0.0053366193821052796 0.0044836741779512189 0.0027054538467177892 -0.0011033065701986108 -0.0026689089885260846
leaf_weight=1967 46 52 61 68 464 66 78 49 149 54 81 117 426 76
leaf_count=1967 46 52 61 68 464 66 78 49 149 54 81 117 426 76
internal_value=0 0.00203833 -4.81148e-05 6.14126e-06 -0.000664811 0.000200956 -0.000238847 0.00010044 -0.000315285 0.000119723 0.000361692 -0.000739779 -0.000281127 0.000197865
internal_weight=0 98 3656 3595 808 2787 740 662 613 2721 2124 597 543 2043
internal_count=3754 98 3656 3595 808 2787 740 662 613 2721 2124 597 543 2043
is_linear=0
shrinkage=0.0995203


Tree=2208
num_leaves=9
num_cat=0
split_feature=27 30 6 38 2 3 4 4
split_gain=0.0900836 0.0664513 0.0606056 0.0681792 0.0716081 0.0828667 0.0539644 0.0665016
threshold=0.11470500000000003 0.10801000000000002 -0.50196499999999988 -0.081059999999999993 0.31326500000000007 0.13547000000000003 0.13584500000000002 0.12868000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 -5
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=-0.0032063926701293541 0.0035223629836656028 0.0031835493353709189 -0.0038335430769368133 -0.000216551758485663 0.0047497310480389089 -0.0003639176057851974 0.002900799826578297 -0.0040283686873219217
leaf_weight=67 66 57 50 3265 63 62 54 46
leaf_count=67 66 57 50 3265 63 62 54 46
internal_value=0 -0.000186925 -0.000240415 -0.000184048 -0.000131528 0.00220681 -0.000218634 -0.000269757
internal_weight=0 3664 3607 3540 3490 125 3365 3311
internal_count=3730 3664 3607 3540 3490 125 3365 3311
is_linear=0
shrinkage=0.0995203


Tree=2209
num_leaves=19
num_cat=0
split_feature=8 21 21 8 2 26 5 5 5 8 25 8 3 2 4 30 6 2
split_gain=0.0851585 0.0940088 0.1062 0.0737628 0.218271 0.182484 0.0641119 0.18446 0.0921848 0.0678037 0.0606615 0.0600936 0.076079 0.24753 0.294365 0.0678753 0.0927076 0.0509232
threshold=-0.098504999999999995 0.11459000000000003 0.093835000000000016 -0.092094999999999996 -0.081804999999999989 0.085355000000000028 -0.13803499999999999 -0.047864999999999998 -0.50393499999999991 -0.44475499999999996 0.096120000000000025 -0.090809999999999988 0.083875000000000019 -0.087359999999999993 1.0000000180025095e-35 0.10721500000000002 -0.40707999999999994 -0.082275000000000001
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 -2 -6 8 -8 -1 -10 11 -5 13 -13 -15 16 -14 -9
right_child=3 -3 -4 10 5 -7 7 17 9 -11 -12 12 15 14 -16 -17 -18 -19
leaf_value=0.0037538736287619744 -0.0076853343502944821 0.0049847761187465558 -0.0029053867368702404 0.0025591542722223195 -0.0042548120666487449 0.0036406390427107115 0.0076151465239889518 0.0031359069150953458 -0.0043544739415060591 0.00031654655499872858 0.0032884531740612045 0.0024957211603938074 -0.0041945516577234108 -0.010956134497381712 -0.0015923935408858269 0.0035907180318583845 -0.00013618993560932287 -0.00074821074335131076
leaf_weight=46 52 55 71 74 53 64 52 53 49 82 49 82 57 46 121 47 2587 90
leaf_count=46 52 55 71 74 53 64 52 53 49 82 49 82 57 46 121 47 2587 90
internal_value=0 0.00110204 0.000618138 -0.000295883 -0.00232037 5.70701e-05 0.00129284 0.0025377 -7.39942e-05 -0.00142438 -0.000183915 -0.000240639 -0.000311388 -0.00197596 -0.00417653 -0.00015706 -0.000223991 0.000685633
internal_weight=0 498 443 3232 169 117 372 195 177 131 3063 3014 2940 249 167 2691 2644 143
internal_count=3730 498 443 3232 169 117 372 195 177 131 3063 3014 2940 249 167 2691 2644 143
is_linear=0
shrinkage=0.0995203


Tree=2210
num_leaves=19
num_cat=0
split_feature=8 9 20 21 21 9 8 6 6 6 0 20 6 8 21 20 8 9
split_gain=0.0690715 0.083698 0.135881 0.076212 0.086133 0.0932745 0.123664 0.100136 0.11918 0.0520443 0.0501598 0.0454484 0.170526 0.072135 0.0918525 0.0515416 0.0513094 0.0644992
threshold=-0.098504999999999995 -0.093949999999999992 -0.067119999999999999 0.11459000000000003 0.093835000000000016 0.08622500000000001 -0.15713999999999997 -1.0000000180025095e-35 -0.425425 0.089430000000000023 0.16362500000000005 -0.089994999999999992 -0.083069999999999991 0.041960000000000011 0.084795000000000023 -0.08588999999999998 -0.09547499999999999 0.09007500000000003
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 6 7 8 -1 -7 11 12 -3 14 -14 -13 -17 -18
right_child=1 10 -4 -5 -6 9 -8 -9 -10 -11 -12 15 13 -15 -16 16 17 -19
leaf_value=-0.00076235911128299865 0.00037619395392692821 0.006515669553120421 -0.0070690514788345898 0.0044886903218783357 -0.0026162422037906037 -0.0025248542880132968 0.0058252169029764083 -0.0020758953096670983 0.0061076772971689662 0.0015034815721046593 0.0030484325317012406 -0.0035848047294557541 0.00026972660431677894 0.0027614741444106023 -0.0047339497917620928 -0.0034862203692148379 0.00015951837239035264 -0.00083456087970361435
leaf_weight=47 51 46 46 55 71 81 71 68 53 52 47 48 132 65 50 49 1626 1072
leaf_count=47 51 46 46 55 71 81 71 68 53 52 47 48 132 65 50 49 1626 1072
internal_value=0 -0.000266436 -0.0031461 0.00099253 0.000556621 0.0011644 0.00234095 0.00086356 0.00287058 -0.000943711 -0.000177075 -0.000226433 0.00095202 -8.08121e-05 -0.00110041 -0.000350264 -0.000293446 -0.000235157
internal_weight=0 3232 97 498 443 372 239 168 100 133 3135 3088 293 247 182 2795 2747 2698
internal_count=3730 3232 97 498 443 372 239 168 100 133 3135 3088 293 247 182 2795 2747 2698
is_linear=0
shrinkage=0.0995203


Tree=2211
num_leaves=18
num_cat=0
split_feature=27 2 0 4 4 4 4 0 1 2 18 2 2 1 18 1 1
split_gain=0.0646496 0.0479004 0.10706 0.082834 0.0788813 0.279843 0.15058 0.0718338 0.040201 0.121855 0.184922 0.144244 0.14159 0.064733 0.263542 0.1404 0.102434
threshold=0.11470500000000003 0.09556000000000002 -0.22163999999999998 0.14699000000000004 0.085720000000000018 0.091750000000000012 0.10054500000000002 -0.14075499999999999 -0.088694999999999982 -0.081734999999999988 -1.0000000180025095e-35 -0.086554999999999993 -0.089549999999999991 -0.085574999999999998 -0.014319999999999999 -0.084514999999999993 -0.083684999999999996
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 -3 -6 -7 -8 9 11 -11 12 -4 14 -10 -15 -17
right_child=-2 3 8 -5 5 6 7 -9 13 10 -12 -13 -14 15 -16 16 -18
leaf_value=-0.0045599534879940803 0.0029981747351896832 -0.0015310377556636233 -1.7994307445078962e-05 -0.0028570293283031851 0.0091290384203922392 -0.0043149398173479092 0.0035874643535542474 0.00022633051688763267 0.0061125823648075705 -0.0081708760313576167 -0.00020907441973809171 0.0036753059014933338 -0.0046056547585911819 -0.0050770066224478261 -0.002825570599136522 0.004615231137811174 -0.00012771368464449474
leaf_weight=57 66 82 310 55 46 48 116 139 73 53 64 78 85 56 59 46 2297
leaf_count=57 66 82 310 55 46 48 116 139 73 53 64 78 85 56 59 46 2297
internal_value=0 -0.000144141 -0.000285046 0.000775564 0.00124102 0.00189468 0.000793692 0.00175853 -0.000206709 -0.000946542 -0.0038227 -0.000233372 -0.00100729 -3.39234e-05 0.0021113 -0.000152301 -3.42462e-05
internal_weight=0 3664 3178 486 431 349 303 255 3121 590 117 473 395 2531 132 2399 2343
internal_count=3730 3664 3178 486 431 349 303 255 3121 590 117 473 395 2531 132 2399 2343
is_linear=0
shrinkage=0.0995203


Tree=2212
num_leaves=28
num_cat=0
split_feature=0 2 8 2 4 17 17 18 8 9 2 9 3 20 8 8 9 3 18 0 2 0 18 20 18 0 8
split_gain=0.0609471 0.0470923 0.0738476 0.118143 0.132295 0.118443 0.126604 0.180205 0.166368 0.074984 0.206436 0.198944 0.148219 0.119867 0.116422 0.4111 0.161967 0.0506466 0.272929 0.16776 0.110493 0.455463 0.0491257 0.072707 0.130095 0.0541685 0.0314165
threshold=-0.25289499999999993 -0.085944999999999994 -0.0077949999999999998 0.10166000000000001 0.09777000000000001 0.016900000000000005 -0.065004999999999993 0.086800000000000016 1.0000000180025095e-35 0.097680000000000031 -0.065379999999999994 0.09667000000000002 0.10341500000000002 -0.014955 -0.051259999999999993 -0.07106999999999998 -0.081559999999999994 0.083955000000000016 -0.011569999999999999 -0.086304999999999993 -0.087075 -0.084474999999999995 -0.14907499999999999 -0.083970000000000003 -0.082304999999999989 -0.117355 -0.068099999999999994
decision_type=2 2 2 2 2 2 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 9 5 -5 6 7 -4 -8 11 12 14 -11 -12 15 -3 -16 18 -2 -20 22 -22 -19 24 -24 -25 -15
right_child=1 2 3 4 -6 -7 8 -9 -10 10 13 -13 -14 26 16 -17 -18 20 19 -21 21 -23 23 25 -26 -27 -28
leaf_value=0.0033195894724706056 0.0061434769734899095 0.00075634621777168629 -5.2710246198700717e-05 -0.0022290919297488286 0.0042010552744285688 -0.0049627713661016103 0.0059704212159483877 -0.0064292935729733181 -0.002118407032678809 0.0089186099058264114 -0.0040036181691755742 -0.0055462922526198282 0.0021521105316919132 0 -0.0016134582578078399 -0.0053776412212498854 0.0053231485171313644 0.0024314957867935358 0.0017950049258452249 -0.0061211121024930789 -0.0099145612317216875 0.001766106890197559 0.0049951194554667478 -0.0040512048513426631 -0.0007573484809477285 -0.00076657493493595603 0.0035084365932176067
leaf_weight=62 66 1609 136 50 86 81 54 65 47 56 56 54 76 51 48 116 108 62 55 51 59 75 59 58 114 358 50
leaf_count=62 66 1609 136 50 86 81 54 65 47 56 56 54 76 51 48 116 108 62 55 51 59 75 59 58 114 358 50
internal_value=0 0.00017233 0.000382202 -0.000685975 0.00183101 -0.00158187 -0.000672364 -0.00211886 0.00219821 0.000631844 0.00212779 0.000407996 0.00502895 -0.000306194 0.000579367 0.000343383 0.00318356 -0.000428361 0.00111638 -0.00200597 -0.00076787 -0.00337077 -0.00023084 -0.000512475 0.00119974 -0.0012265 0.00173576
internal_weight=0 3700 2743 519 136 383 302 201 101 2224 289 1935 132 157 1881 1725 156 957 172 106 785 134 651 589 173 416 101
internal_count=3762 3700 2743 519 136 383 302 201 101 2224 289 1935 132 157 1881 1725 156 957 172 106 785 134 651 589 173 416 101
is_linear=0
shrinkage=0.0995203


Tree=2213
num_leaves=15
num_cat=0
split_feature=5 5 2 1 5 17 0 2 9 8 30 1 1 1
split_gain=0.0513291 0.0464477 0.0555563 0.0712028 0.0624345 0.252304 0.187256 0.158888 0.106091 0.0587064 0.0599413 0.0635257 0.41016 0.146679
threshold=-0.55105499999999996 -0.53979999999999995 -0.085944999999999994 -0.50954999999999984 -0.0098949999999999993 -0.012754999999999999 -0.091935000000000003 -0.086609999999999993 0.082335000000000019 0.10528000000000003 0.10801000000000002 -0.091829999999999995 -0.14806999999999998 -0.087734999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 6 -6 8 -5 10 11 12 -4 -13
right_child=1 2 9 4 5 -7 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.0030649238554012487 0.0029680848947966584 0.0032171137076632923 9.9291879322402661e-05 0.0033352587714914114 0.0047570553656621157 -0.0084767279547463339 -0.0015337809091181709 0.0054026754188035379 -0.0012706830524287661 -0.0023209888080741709 0.0036123829613786029 -0.004042612816401581 0.010116250316590669 0.00040235484986060751
leaf_weight=47 61 49 234 59 54 46 353 51 307 75 60 76 49 2241
leaf_count=47 61 49 234 59 54 46 353 51 307 75 60 76 49 2241
internal_value=0 0.000243588 0.000197881 -0.000471143 -0.000679813 -0.0014889 -0.000697113 0.000197164 -0.000525958 0.000422982 0.000500658 0.000428534 0.00183657 0.000256202
internal_weight=0 3715 3654 919 870 453 407 417 366 2735 2660 2600 283 2317
internal_count=3762 3715 3654 919 870 453 407 417 366 2735 2660 2600 283 2317
is_linear=0
shrinkage=0.0995203


Tree=2214
num_leaves=20
num_cat=0
split_feature=0 5 17 5 3 5 3 2 8 0 18 17 0 3 17 3 0 3 26
split_gain=0.0472063 0.0683508 0.0484685 0.111991 0.137831 0.232376 0.158757 0.12252 0.258281 0.239422 0.109132 0.0754926 0.295732 0.0745455 0.0685774 0.0792339 0.15715 0.110731 0.065139
threshold=-0.25289499999999993 -0.54623499999999992 0.026115000000000006 -0.040404999999999996 0.099145000000000025 -0.066919999999999993 0.10426500000000002 -0.084804999999999992 -0.085289999999999991 -0.082404999999999992 -0.065634999999999985 0.0041300000000000009 -0.082224999999999993 0.14166500000000004 1.0000000180025095e-35 0.10377500000000002 0.11291000000000002 0.10583000000000002 0.089075000000000029
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 18 -6 8 -5 -9 -11 14 -13 -8 15 16 -3 -17 -4
right_child=1 2 3 7 6 -7 13 9 -10 10 -12 12 -14 -15 -16 17 -18 -19 -20
leaf_value=0.002905994293051703 -0.0034457629737995057 -0.0002015382806916834 -0.0013332781198541 0.0043038681497422392 0.0071278558836837796 -0.006270584059712498 0.0017514678503337234 0.0094233867336407356 -0.0061291703542706967 0.0043818377895565057 -0.00037355719268675447 0.0020894664418770097 -0.008422584799497479 -0.0027780902311714964 0.0035882486993658396 0.0051961763915303518 -0.0058625251589795061 0.00051883700172565409 0.0015837654916149176
leaf_weight=62 52 1719 164 48 46 72 143 52 46 88 104 59 48 48 54 54 50 712 141
leaf_count=62 52 1719 164 48 46 72 143 52 46 88 104 59 48 48 54 54 50 712 141
internal_value=0 0.000136106 0.000187388 0.000797874 -1.65661e-06 -0.00118522 0.00187761 0.0022527 -0.000792953 0.00342938 0.00180174 -2.78813e-05 -0.00261857 0.000608863 7.88723e-05 3.7934e-06 -0.000362006 0.00084964 1.25728e-05
internal_weight=0 3700 3648 952 614 377 237 338 94 244 192 2696 107 191 2589 2535 1769 766 305
internal_count=3762 3700 3648 952 614 377 237 338 94 244 192 2696 107 191 2589 2535 1769 766 305
is_linear=0
shrinkage=0.0995203


Tree=2215
num_leaves=11
num_cat=0
split_feature=7 27 26 26 8 26 11 2 26 5
split_gain=0.0486472 0.126697 0.0385514 0.0756035 0.0780077 0.0605172 0.0572321 0.0768356 0.0605862 0.0160881
threshold=0.078295000000000017 0.076710000000000014 0.31428500000000009 0.12508000000000005 -0.051259999999999993 0.11991000000000003 -0.37179999999999996 0.41061500000000012 0.11724000000000002 -0.056974999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 -1 8 -8 -4
right_child=1 -3 9 4 -6 -7 7 -9 -10 -11
leaf_value=-0.0026546246034323501 -0.0042936641775057644 0.0019039238404867874 -0.00047850803499675565 0.0057630803017643707 6.6092381642196459e-05 -0.0027512648927067941 0.00020150591200305184 0.0039175293399554383 0.0033437878412883705 -0.0030802251857550891
leaf_weight=65 78 56 50 50 46 67 3184 58 62 46
leaf_count=65 78 56 50 50 46 67 3184 58 62 46
internal_value=0 -0.00169752 0.000232861 0.000286544 0.0030418 0.000209325 0.000268446 0.0003262 0.000261777 -0.00173369
internal_weight=0 134 3628 3532 96 3436 3369 3304 3246 96
internal_count=3762 134 3628 3532 96 3436 3369 3304 3246 96
is_linear=0
shrinkage=0.0995203


Tree=2216
num_leaves=28
num_cat=0
split_feature=3 26 3 26 26 17 18 19 19 3 9 9 3 21 21 18 3 3 18 21 1 26 1 9 17 1 6
split_gain=0.0699371 0.316194 0.251467 0.159535 0.287617 0.211957 0.176862 0.10106 0.170079 0.0781302 0.0575357 0.164925 0.152115 0.159744 0.27188 0.172699 0.1906 0.189798 0.141691 0.119128 0.118291 0.106495 0.181267 0.156334 0.0710761 0.0688987 0.0506564
threshold=0.092115000000000016 0.11215000000000001 0.091545000000000029 0.091275000000000023 0.090545000000000028 -1.0000000180025095e-35 -0.0058299999999999992 0.11219500000000003 0.10781000000000003 0.092510000000000023 0.09091500000000001 0.092855000000000021 0.093835000000000016 0.093685000000000032 0.10068500000000002 -0.015069999999999998 0.10057000000000002 0.10636500000000003 0.10189500000000003 0.098000000000000018 -0.040439999999999997 0.11215000000000001 -0.076329999999999995 0.094085000000000016 -0.47196999999999995 0.056790000000000014 0.089165000000000022
decision_type=2 2 2 2 2 2 2 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 -5 8 -1 -2 12 20 -11 15 -15 17 -17 -14 -16 21 -12 23 -23 -13 -21 -26 -3
right_child=9 26 -4 5 -6 -7 -8 -9 -10 10 11 19 13 14 18 16 -18 -19 -20 24 -22 22 -24 -25 25 -27 -28
leaf_value=3.172719771301174e-06 -0.0045122376385354534 0.0036809556183229576 0.0068179277617727097 -0.0095944377378182604 0.0078610169077791437 0.001559091815925923 -0.0019712331445195645 0.0041410496706071201 -0.0057934085765434136 -0.006077515557231945 0.0074369631971593726 -0.0048411998089507276 -0.0077645526533705453 -0.0093211424490673642 0.00054702311471852049 0.0069476360375947798 0.00051011950792864442 0.00062010135884606556 -0.0050998792652814156 0.0047949484692931237 0.00090619419069464077 0.00081061752242979964 -0.005727500689176543 0.00055164542527098414 -0.00099696257285690785 0.0023632131888001329 0.0083973094756830645
leaf_weight=1389 47 46 53 54 47 69 69 55 52 55 48 63 48 49 151 53 327 60 62 48 65 68 109 343 127 115 46
leaf_count=1389 47 46 53 54 47 69 69 55 52 55 48 63 48 49 151 53 327 60 62 48 65 68 109 343 127 115 46
internal_value=0 0.000358109 6.48807e-05 -0.000140937 0.0001952 -0.00284655 -0.00532466 -4.50905e-05 -0.000205435 -0.000505135 -0.000399522 0.000109402 -0.00102389 -0.0006522 -0.00263484 0.000410574 0.00141014 -0.00309883 -0.00109283 -0.000352814 0.00368757 -0.00117348 -0.00321106 -0.00028316 0.00129418 0.000596433 0.00604803
internal_weight=0 1880 1788 1735 1543 192 123 1496 1441 1838 1791 986 805 750 262 488 380 108 213 873 113 583 177 406 290 242 92
internal_count=3718 1880 1788 1735 1543 192 123 1496 1441 1838 1791 986 805 750 262 488 380 108 213 873 113 583 177 406 290 242 92
is_linear=0
shrinkage=0.0995203


Tree=2217
num_leaves=25
num_cat=0
split_feature=3 26 3 0 17 0 3 9 26 17 26 20 1 5 20 4 5 0 5 9 26 1 27 6
split_gain=0.05671 0.256465 0.2039 0.207503 0.387816 0.179121 0.195742 0.148447 0.128281 0.106023 0.0658792 0.0908703 0.16938 0.178546 0.129103 0.111167 0.0838185 0.145791 0.128817 0.0673211 0.0653546 0.0608197 0.0458416 0.0409859
threshold=0.092115000000000016 0.11215000000000001 0.091545000000000029 -0.15137999999999999 -0.065004999999999993 -0.19126499999999999 0.10997000000000003 -0.22988499999999998 0.10439000000000002 0.28919000000000006 -0.054024999999999997 -0.078725000000000003 -0.017214999999999998 -0.097345000000000001 -0.076664999999999997 0.12719000000000005 -0.010074999999999999 -0.077784999999999993 -0.27157999999999999 0.089025000000000021 -0.093999999999999986 0.50996500000000011 0.093000000000000013 0.089165000000000022
decision_type=2 2 2 2 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 -7 9 21 16 12 -12 -14 -13 -16 18 -18 22 -19 -20 -5 -9 -3
right_child=5 23 -4 8 -6 7 -8 10 -10 -11 11 14 13 -15 15 -17 17 19 20 -21 -22 -23 -24 -25
leaf_value=-0.0020709771841255988 -0.0086834929601874722 0.0033146263068469933 0.0061394061496946092 -0.00020779485812840026 0.0092490844059428499 0.0049452034903844115 -0.00070074475152647213 0.0041353749519045116 -0.005492621877606991 -0.0040260435259034484 0.00093974000518009246 0.0039367917018499092 -0.00072972009050462582 -0.0076605608683835398 -0.00026737306087295094 -0.0041831753924291412 0.0070283883308625015 -0.0021087024019124608 -0.00061471014801098853 0.0026601692838601533 -0.0058040928721859826 0.0033222268361062205 -0.00022313784938642734 0.007561607857536126
leaf_weight=57 53 46 53 1446 63 54 72 49 48 71 91 67 68 81 914 78 49 52 50 67 47 50 46 46
leaf_count=57 53 46 53 1446 63 54 72 49 48 71 91 67 68 81 914 78 49 52 50 67 47 50 46 46
internal_value=0 0.0003226 5.84694e-05 -0.000126817 0.00386523 -0.00045473 -0.00409198 -0.000188837 -0.000423947 -0.000268162 -0.000356442 -0.000686937 -0.00243588 -0.00450299 -0.000289803 -0.000576094 0.000833817 0.00245816 -0.000583216 0.000569413 -0.00313759 -8.92655e-05 0.00201632 0.00544702
internal_weight=0 1880 1788 1735 120 1838 125 1713 1615 1567 1659 1299 240 149 1059 992 360 168 192 119 97 1496 95 92
internal_count=3718 1880 1788 1735 120 1838 125 1713 1615 1567 1659 1299 240 149 1059 992 360 168 192 119 97 1496 95 92
is_linear=0
shrinkage=0.0995203


Tree=2218
num_leaves=14
num_cat=0
split_feature=21 2 22 18 18 5 8 18 17 4 18 18 19
split_gain=0.0677633 0.041895 0.0459023 0.0418506 0.21427 0.586741 0.272257 0.128872 0.0903569 0.212333 0.182991 0.0590955 0.0486972
threshold=0.16638500000000003 0.50951500000000005 0.11738500000000003 0.082540000000000016 0.089775000000000021 -0.095169999999999991 -0.081669999999999993 0.038665000000000012 -0.065004999999999993 0.084435000000000024 0.11286500000000002 1.0000000180025095e-35 0.11183000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 -7 11 10 -10 -6 12 -1
right_child=-2 -3 -4 4 8 6 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.00026841517206804957 -0.0034304411689344231 0.0027758045513328537 -0.0025849459569280541 -0.0051130088129274429 -0.0046336253434218922 0.0033688059770486038 0.012874965873303326 -0.0054156350435256712 -0.00025125917791477041 0.0056580773503726676 0.0016043068364471271 0.002463619855365631 0.0022571551851685396
leaf_weight=2422 58 53 69 52 111 69 53 46 472 69 80 86 78
leaf_count=2422 58 53 69 52 111 69 53 46 472 69 80 86 78
internal_value=0 -1.67422e-06 -4.27125e-05 6.63616e-06 0.000590254 0.00372957 0.00750524 -0.000193949 -0.000154858 0.000500914 -0.00201659 -0.000100748 -0.00018929
internal_weight=0 3660 3607 3538 906 174 122 2632 732 541 191 2586 2500
internal_count=3718 3660 3607 3538 906 174 122 2632 732 541 191 2586 2500
is_linear=0
shrinkage=0.0995203


Tree=2219
num_leaves=13
num_cat=0
split_feature=21 2 22 2 19 2 3 2 21 3 18 2
split_gain=0.0549476 0.0339706 0.0372212 0.0365864 0.129211 0.139587 0.494879 0.118221 0.106469 0.140116 0.0906684 0.0782279
threshold=0.16638500000000003 0.50951500000000005 0.11738500000000003 -0.083204999999999987 0.11219500000000003 -0.084114999999999981 0.08785500000000003 -0.082830000000000001 -0.067244999999999985 0.10726500000000001 -0.025079999999999998 -0.081734999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 10 -7 -5 9 -9 -1 -10
right_child=-2 -3 -4 7 -6 6 -8 8 11 -11 -12 -13
leaf_value=0.00057309468328840352 -0.0030890430795187584 0.0024995562723211691 -0.0023276916065591681 0.0051317453432578449 0.0041220461913004458 0.0023493488723066737 -0.01106721658770971 -0.0050580038380638711 0.002193434957268911 0.00095424929155713109 -0.0012382151564132955 0.00012661598757608781
leaf_weight=562 58 53 69 48 59 57 52 86 201 69 533 1871
leaf_count=562 58 53 69 48 59 57 52 86 201 69 533 1871
internal_value=0 -1.46304e-06 -3.84391e-05 5.97576e-06 -0.000423305 -0.000646722 -0.00404371 0.000244657 0.000138955 -0.0023763 -0.000307827 0.000327509
internal_weight=0 3660 3607 3538 1263 1204 109 2275 2227 155 1095 2072
internal_count=3718 3660 3607 3538 1263 1204 109 2275 2227 155 1095 2072
is_linear=0
shrinkage=0.0995203


Tree=2220
num_leaves=13
num_cat=0
split_feature=13 20 20 2 3 3 0 2 26 0 3 4
split_gain=0.0913583 0.0554267 0.0598922 0.0875856 0.0522719 0.170917 0.136722 0.121237 0.225905 0.116758 0.10883 0.0982547
threshold=0.089365000000000014 -0.40431 -0.15398499999999998 -0.065999999999999989 0.090595000000000023 0.090995000000000006 -0.23032 0.084895000000000012 0.11215000000000001 -0.19126499999999999 0.091295000000000029 0.10755500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -4 8 -8 11 -11 -7
right_child=-2 2 4 -5 5 9 7 -9 -10 10 -12 -13
leaf_value=-0.0033665933473579473 0.0043223773427713916 -0.00082405029359230802 0.0055437830494743223 0.0048478642646765649 -0.0058353793365713965 -0.0063509596623867008 6.2766874949055958e-05 -0.0037027595563235076 0.0067417133433341951 0.0046320952548233102 -0.00027295040487952942 -0.0005878551281497512
leaf_weight=52 46 50 47 58 58 57 1424 79 52 46 1704 61
leaf_count=52 46 50 47 58 58 57 1424 79 52 46 1704 61
internal_value=0 -0.000139985 -9.3615e-05 0.0022144 -0.000164501 -0.000514011 0.000255186 9.48111e-05 0.000298623 -0.000348348 -0.00014355 -0.00337867
internal_weight=0 3688 3636 108 3528 1926 1602 1555 1476 1868 1750 118
internal_count=3734 3688 3636 108 3528 1926 1602 1555 1476 1868 1750 118
is_linear=0
shrinkage=0.0995203


Tree=2221
num_leaves=23
num_cat=0
split_feature=12 26 26 26 3 9 0 26 0 6 4 20 6 6 8 21 3 3 3 4 30 3
split_gain=0.0764748 0.0467864 0.165252 0.11411 0.113956 0.182548 0.241955 0.12828 0.137387 0.0989565 0.108443 0.209795 0.105436 0.0956312 0.193221 0.112029 0.0813254 0.190782 0.164757 0.0702194 0.0976476 0.0848995
threshold=0.097490000000000021 0.088685000000000028 0.089150000000000021 0.089625000000000024 0.11926500000000002 0.11351500000000002 -0.065939999999999985 0.090095000000000022 -0.050494999999999991 -0.082304999999999989 0.11660000000000002 -0.064180000000000001 -0.059114999999999994 -0.09007999999999998 -0.017214999999999998 0.08846500000000003 0.09049500000000002 0.092200000000000018 0.089165000000000022 0.14646500000000004 0.086750000000000022 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 2
left_child=1 9 -3 -4 7 6 -6 -5 -9 13 12 -12 -11 19 15 -15 18 -18 -14 20 21 -1
right_child=-2 2 3 4 5 -7 -8 8 -10 10 11 -13 16 14 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0001199244832233288 0.0037504676142986505 -0.0052328782115317269 0.0034877776281794942 -0.0056335649297056768 0.009200803127959652 -0.0032586974804295426 0.00020257685712302852 -0.00039777045794115834 -0.0053515836668784397 0.0041522815620985811 0.0023804601602866794 -0.0063399741042835887 0.00083765996971381178 -0.0040153783336633227 -0.0080451255100481515 0.0025617048626414827 -0.0055476750050906364 0.00038527264883206233 0.0062193509345668798 -0.0039733846815752667 0.0033770526198962478 -0.00324137429322066
leaf_weight=480 51 72 73 55 50 50 73 934 59 91 50 60 750 48 50 55 62 399 61 46 77 88
leaf_count=480 51 72 73 55 50 50 73 934 59 91 50 60 750 48 50 55 62 399 61 46 77 88
internal_value=0 -0.000129568 -0.000591649 -0.000332771 -0.000561861 0.00180285 0.00386705 -0.000953001 -0.00069293 0.0001425 0.000635107 -0.0023687 0.000878128 -0.000716257 -0.00296798 -0.000495396 0.000643248 -0.000410876 0.00124346 -0.0002165 5.01641e-05 -0.000399399
internal_weight=0 3683 1366 1294 1221 173 123 1048 993 2317 1473 110 1363 844 153 103 1272 461 811 691 645 568
internal_count=3734 3683 1366 1294 1221 173 123 1048 993 2317 1473 110 1363 844 153 103 1272 461 811 691 645 568
is_linear=0
shrinkage=0.0995203


Tree=2222
num_leaves=10
num_cat=0
split_feature=12 38 4 35 3 2 5 0 5
split_gain=0.062011 0.034942 0.0842697 0.0754468 0.0673178 0.0576011 0.0442351 0.123429 0.0466219
threshold=0.097490000000000021 -0.051829999999999994 0.15340500000000004 -0.080914999999999987 0.17152000000000003 0.41061500000000012 0.51100000000000012 -0.067059999999999995 0.062500000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 8 -8 -3
right_child=-2 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00061400628424975964 0.0033772203954878519 -0.00020968104075635974 -0.0041491078082483259 0.004548566553377608 0.0031106134841542682 -0.0036324564883846995 -0.0058972870790926935 -0.00018278269571922776 0.0007804286585838667
leaf_weight=65 51 2624 52 49 63 47 49 160 574
leaf_count=65 51 2624 52 49 63 47 49 160 574
internal_value=0 -0.000116652 -0.000171644 0.00159781 -0.000112603 -0.000171631 -0.000123648 -0.00152646 -3.17131e-05
internal_weight=0 3683 3569 114 3517 3454 3407 209 3198
internal_count=3734 3683 3569 114 3517 3454 3407 209 3198
is_linear=0
shrinkage=0.0995203


Tree=2223
num_leaves=21
num_cat=0
split_feature=13 20 26 6 0 0 3 26 0 6 6 18 18 4 4 20 6 0 6 4
split_gain=0.057086 0.0443941 0.0454415 0.0982357 0.1038 0.211368 0.312591 0.268983 0.128746 0.13612 0.070299 0.0889872 0.349556 0.203674 0.145121 0.122592 0.0843392 0.0844807 0.181691 0.176764
threshold=0.089365000000000014 -0.40431 0.095385000000000011 0.12638500000000005 -0.076439999999999994 -0.071799999999999989 0.10038500000000002 0.11746500000000003 -0.079954999999999984 -0.079164999999999999 -0.083069999999999991 0.086510000000000017 0.089775000000000021 0.11599000000000002 0.10739000000000003 -0.055879999999999992 -0.086254999999999984 -0.09466999999999999 -0.091704999999999995 0.13707500000000003
decision_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 10 4 8 7 -7 -6 9 -4 16 13 -13 14 -12 -14 17 18 -3 -19
right_child=-2 2 3 -5 5 6 -8 -9 -10 -11 11 12 15 -15 -16 -17 -18 19 -20 -21
leaf_value=-0.002993194592895345 0.0034217933845904426 -0.00063358125158714102 0.0013865337157270027 0.0036308337506438977 -0.010991811985435236 0.004606415388208677 -0.0030163970181099082 -0.00057116273914999658 0.0033844464184902821 -0.0033610113872198839 0.00015924140242346848 0.0098549756105683704 0.0036406332432155088 -0.0056657390537309012 0.0054589682023000593 -0.00057603866280380735 -0.0047154323217797464 0.0014645998255648212 -0.0071047306123144379 -0.0046451845831341852
leaf_weight=52 46 415 118 47 53 76 178 46 91 121 1502 47 97 58 53 230 47 355 48 54
leaf_count=52 46 415 118 47 53 76 178 46 91 121 1502 47 97 58 53 230 47 355 48 54
internal_value=0 -0.000105569 -6.4047e-05 -0.00076615 -0.00106992 -0.00225634 -0.000732332 -0.00615817 0.000196707 -0.00101361 0.000112043 0.000445168 0.00182844 0.000123926 0.000340402 0.000672275 -0.000607327 -0.000384965 -0.00130623 0.000655927
internal_weight=0 3688 3636 730 683 353 254 99 330 239 2906 1987 374 1613 1555 327 919 872 463 409
internal_count=3734 3688 3636 730 683 353 254 99 330 239 2906 1987 374 1613 1555 327 919 872 463 409
is_linear=0
shrinkage=0.0995203


Tree=2224
num_leaves=10
num_cat=0
split_feature=10 5 4 30 30 4 4 5 6
split_gain=0.0766414 0.072479 0.0500414 0.0604967 0.0520902 0.0501163 0.0726784 0.0402851 0.0475001
threshold=0.091080000000000022 0.63455500000000009 0.14903500000000006 0.11290000000000001 0.086750000000000022 0.11037000000000002 0.12784500000000004 0.51935500000000012 -0.07664
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 8 -1
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00059520648984064172 -0.0030999496577086508 0.0037617012519611279 0.0026355909724174995 -0.0032779018262353247 0.0041395651863594092 -0.0023262954011869738 0.0029191917839696984 -0.0024810986783104405 0.00023247548504932473
leaf_weight=981 77 52 71 56 57 49 56 67 2289
leaf_count=981 77 52 71 56 57 49 56 67 2289
internal_value=0 7.24904e-05 1.93581e-05 -3.26627e-05 1.90421e-05 0.00176199 0.000463501 -6.53266e-05 -1.55788e-05
internal_weight=0 3678 3626 3555 3499 162 105 3337 3270
internal_count=3755 3678 3626 3555 3499 162 105 3337 3270
is_linear=0
shrinkage=0.0995203


Tree=2225
num_leaves=11
num_cat=0
split_feature=10 5 3 5 30 30 5 6 4 5
split_gain=0.0621458 0.0587703 0.043967 0.0865527 0.0608503 0.048707 0.0621196 0.039101 0.096177 0.0693484
threshold=0.091080000000000022 0.63455500000000009 0.15537500000000004 -0.11065499999999999 0.11290000000000001 0.086750000000000022 -0.41397 -0.41910500000000001 0.11785500000000003 -0.46617999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 -7 9 -9 -1
right_child=-2 -3 3 -5 -6 6 -8 8 -10 -11
leaf_value=0.00034569535295386132 -0.0027914421672499382 0.003387336107889606 0.0045999315979015857 -0.00044785598041718211 -0.0034631827768689953 -0.00092152930972832982 0.003388695990496072 -0.00010306404524337207 0.0033499234498131254 -0.0046611704718264833
leaf_weight=60 77 52 60 76 51 52 90 3105 82 50
leaf_count=60 77 52 60 76 51 52 90 3105 82 50
internal_value=0 6.52762e-05 1.74091e-05 0.00177309 -5.07726e-05 0 0.00180454 -7.78946e-05 -1.39634e-05 -0.00192271
internal_weight=0 3678 3626 136 3490 3439 142 3297 3187 110
internal_count=3755 3678 3626 136 3490 3439 142 3297 3187 110
is_linear=0
shrinkage=0.0995203


Tree=2226
num_leaves=11
num_cat=0
split_feature=10 5 3 5 20 2 2 27 3 27
split_gain=0.050391 0.0476552 0.0356255 0.0702088 0.0385056 0.0423671 0.066425 0.0547265 0.0448843 0.0966697
threshold=0.091080000000000022 0.63455500000000009 0.15537500000000004 -0.11065499999999999 0.24030500000000005 -0.15197999999999998 -0.122295 -0.086859999999999993 0.10174000000000002 0.078330000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 8 -7 -8 9 -1
right_child=-2 -3 3 -5 -6 6 7 -9 -10 -11
leaf_value=-0.0032668007564271703 -0.0025136370584770622 0.0030502278477518908 0.0041421455538462135 -0.00040328518457509693 -0.0025451078250154518 0.0029111242967362729 -0.0032589244280300804 5.976152639227978e-05 -0.0034875595334963884 0.002771737757656888
leaf_weight=52 77 52 60 76 60 80 50 3126 69 53
leaf_count=52 77 52 60 76 60 80 50 3126 69 53
internal_value=0 5.87577e-05 1.56316e-05 0.00159603 -4.57197e-05 -1.7599e-06 7.8857e-05 7.25741e-06 -0.00151502 -0.00021098
internal_weight=0 3678 3626 136 3490 3430 3256 3176 174 105
internal_count=3755 3678 3626 136 3490 3430 3256 3176 174 105
is_linear=0
shrinkage=0.0995203


Tree=2227
num_leaves=15
num_cat=0
split_feature=12 1 20 5 4 1 4 4 4 3 4 0 4 3
split_gain=0.046586 0.0390008 0.182227 0.109498 0.170499 0.0599989 0.0542407 0.0459942 0.165234 0.124223 0.119169 0.0704759 0.181699 0.0590764
threshold=0.094205000000000025 0.27998000000000006 -0.047859999999999993 -0.46244499999999994 0.13699000000000003 0.50996500000000011 0.13584500000000002 0.11037000000000002 0.11474000000000002 0.13451500000000002 0.10515500000000001 -0.22163999999999998 0.086380000000000026 0.14721500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -4 7 10 -9 -10 11 12 -1 -13
right_child=-2 2 3 4 -6 -7 -8 8 9 -11 -12 13 -14 -15
leaf_value=0.0012969080874970192 -0.0027690187617212545 0.0066844908889269325 -0.0032478411993388857 0.0070836279627884335 -0.001103244670038076 0.0004521411686000561 0.0030208480194620956 -0.006562854877049655 0.0032292141318354972 -0.0035071729742161958 0.0036133265444468531 -9.3042404036279295e-05 -0.0071452499623366802 0.0032909803275095943
leaf_weight=53 59 49 88 47 54 85 56 49 64 47 87 2917 48 52
leaf_count=53 59 49 88 47 54 85 56 49 64 47 87 2917 48 52
internal_value=0 4.9677e-05 0.00109448 9.18204e-05 0.00269838 -0.0014252 -5.01313e-05 -0.000102225 -0.00174842 0.000369495 -1.85343e-05 -0.000121723 -0.0027071 -3.34978e-05
internal_weight=0 3696 323 274 101 173 3373 3317 160 111 3157 3070 101 2969
internal_count=3755 3696 323 274 101 173 3373 3317 160 111 3157 3070 101 2969
is_linear=0
shrinkage=0.0995203


Tree=2228
num_leaves=32
num_cat=0
split_feature=22 1 1 8 8 0 3 3 0 8 0 4 26 9 3 3 21 8 3 3 2 21 18 18 1 3 6 20 26 0 22
split_gain=0.0961142 0.0559153 0.113344 0.253442 0.519348 0.0785844 0.186702 0.19791 0.180439 0.143164 0.117869 0.0644654 0.163906 0.107038 0.0619749 0.172122 0.286329 0.414529 0.131992 0.130671 0.145656 0.171391 0.13227 0.249145 0.159469 0.111974 0.111455 0.0889106 0.0885815 0.116758 0.0996971
threshold=0.13292500000000004 -0.082635 -0.085739999999999997 -0.083504999999999982 -0.086304999999999993 -0.073219999999999993 0.08920500000000002 0.08777500000000002 -0.080204999999999985 -0.085605000000000001 -0.0033699999999999997 0.094025000000000011 1.0000000180025095e-35 0.095415000000000014 0.089655000000000026 0.091225000000000014 0.090995000000000006 -0.083674999999999986 0.091865000000000016 0.088185000000000027 -0.081559999999999994 -0.0086749999999999987 0.088250000000000009 0.092750000000000013 -0.080349999999999991 0.090435000000000029 0.087515000000000023 -0.069854999999999987 0.11991000000000003 -0.075424999999999992 0.10699000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -8 -1 -7 12 -12 -13 19 16 17 -16 -17 22 21 -21 24 -24 -3 -19 -25 -26 30 -30 -20
right_child=-2 14 3 -5 -6 10 8 -9 -10 -11 11 13 -14 -15 15 18 -18 25 28 20 -22 -23 23 26 27 -27 -28 -29 29 -31 -32
leaf_value=-0.003635962233109709 0.0045830578136662609 -0.0055148342580668341 -0.00043466806907920935 -0.0025201697900583821 0.013881292404390193 0.0047126679553736528 0.00032000217824981899 0.0052028425788598395 -0.0075730948470416571 0.001000645081806999 0.0046962468445985841 -0.0024826382979234031 -0.0019467642025526857 0.0030203345851266506 0.012777766899153541 -0.0045871874968579146 -0.0031257767143324385 0.0048840276479115343 0.00046758127887343211 -0.0012979503757852122 -0.00014297525485138158 -0.009504706929843643 0.0072210202724957819 -0.004060140065527921 -0.0019307335925636954 -0.0017361016122730214 0.0026914806715989709 0.00074406833176140065 0.00061490861666296435 -0.0043751595790360543 -0.003899313287026428
leaf_weight=103 47 67 55 51 46 79 51 71 65 183 88 122 63 49 48 65 57 50 1245 47 85 55 62 51 208 51 46 301 87 99 54
leaf_count=103 47 67 55 51 46 79 51 71 65 183 88 122 63 49 48 65 57 50 1245 47 85 55 62 51 208 51 46 301 87 99 54
internal_value=0 5.37119e-05 0.000678585 0.00318728 0.00607737 0.000241353 -0.000626381 0.000498644 -0.0040958 -0.00066632 0.00126693 0.000419005 0.00191924 -0.000900975 -0.000185385 0.000161134 0.0028641 0.00516103 -0.000197571 -0.000846237 -0.00319547 -0.00573119 -0.000247427 0.0022921 -0.000949865 0.00153309 -0.000849901 -0.000347366 -4.88195e-06 -0.00203669 0.000285417
internal_weight=0 3704 1026 152 101 874 473 357 116 286 401 322 151 171 2678 1756 206 149 1550 922 187 102 735 159 576 101 97 509 1485 186 1299
internal_count=3751 3704 1026 152 101 874 473 357 116 286 401 322 151 171 2678 1756 206 149 1550 922 187 102 735 159 576 101 97 509 1485 186 1299
is_linear=0
shrinkage=0.0995203


Tree=2229
num_leaves=23
num_cat=0
split_feature=22 8 8 6 8 1 1 8 1 26 26 8 26 26 26 26 17 8 8 26 18 0
split_gain=0.0779373 0.0496985 0.113922 0.109586 0.0756065 0.0642107 0.273099 0.256035 0.319245 0.213861 0.352305 0.0949795 0.082111 0.0524629 0.254556 0.124934 0.110404 0.105706 0.0981617 0.0952725 0.0895484 0.0455849
threshold=0.13292500000000004 -0.08731499999999999 -0.088734999999999994 -0.01146 -0.086489999999999997 -0.082635 -0.081594999999999987 -0.083504999999999982 -0.085739999999999997 0.10144500000000002 0.089005000000000015 -0.085605000000000001 0.11991000000000003 0.085855000000000029 0.086685000000000026 0.083235000000000017 -1.0000000180025095e-35 -0.092094999999999996 -0.094375000000000001 0.089075000000000029 0.10015500000000002 -0.086944999999999995
decision_type=2 2 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 -4 -3 7 -7 8 -6 10 -9 -8 -13 15 -15 17 21 20 -17 -18 -1 -16
right_child=-2 4 3 -5 5 6 11 9 -10 -11 -12 12 -14 14 16 18 19 -19 -20 -21 -22 -23
leaf_value=-0.0015755049531776361 0.0041269510070937555 0.0031761187918896696 -0.0059912316183779665 -0.00059676848320600203 0.00059860472104669032 -0.0077082641619638757 -0.0031326978228974241 0.00094117644991644151 0.011608092336552585 0.005805999309727688 -0.0049489422192292914 0.00044867616714342135 -0.0018304794025190887 0.0077006210510317565 0.0040656634914378442 -0.00082359513269393547 -0.005569114036940161 0.0035484801825793931 -0.0072775567102131939 -0.00047261672679041976 0.002885530965099135 0.00041388638324952925
leaf_weight=253 47 86 69 82 59 46 88 444 47 61 130 1555 174 46 60 47 47 68 47 162 54 79
leaf_count=253 47 86 69 82 59 46 88 444 47 61 130 1555 174 46 60 47 47 68 47 162 54 79
internal_value=0 4.82785e-05 -0.000545204 -0.00306721 0.000272297 0.000176081 -0.000135206 0.000959813 0.0054879 0.000202655 -0.000391397 5.60667e-05 0.000218837 -0.000102978 0.000742521 -0.000815014 -0.000174876 0 -0.00405929 -0.00162264 -0.000788161 0.00199608
internal_weight=0 3704 1014 151 2690 2604 1863 741 106 635 574 1817 1729 863 394 469 348 375 94 209 307 139
internal_count=3751 3704 1014 151 2690 2604 1863 741 106 635 574 1817 1729 863 394 469 348 375 94 209 307 139
is_linear=0
shrinkage=0.0995203


Tree=2230
num_leaves=18
num_cat=0
split_feature=22 6 17 21 8 8 21 7 8 3 17 17 3 2 3 17 26
split_gain=0.0631958 0.046051 0.0797513 0.0923474 0.0889755 0.140198 0.107265 0.0587196 0.0645189 0.175462 0.117555 0.190702 0.0653353 0.127163 0.110263 0.0826899 0.0481283
threshold=0.13292500000000004 -0.07664 -0.42168999999999995 0.11754000000000002 -0.409445 -0.11550499999999998 0.092005000000000017 0.077685000000000018 -0.011315 0.084795000000000023 0.016900000000000005 -0.11045499999999998 0.083875000000000019 -0.087359999999999993 0.084290000000000018 -0.42946499999999999 0.088685000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 -4 -6 -7 8 12 -10 11 -11 13 -3 -14 -16 -1
right_child=-2 7 3 -5 5 6 -8 -9 9 10 -12 -13 14 -15 15 -17 -18
leaf_value=-0.00098824245492752736 0.0037162361333287356 0.0015289465797641312 -0.0032045396030460139 -0.0042044941167785309 0.0043219800620743973 -0.00099299679564279525 0.00128060908687983 -0.0022277339335200746 0.0061296592783438965 -0.00023506133481837981 -0.0027258776136596069 0.00420646463489752 0.0044903815052424094 -0.0044771502327528795 0.002022553067114732 -0.00014276415030253041 -0.0055663054764498437
leaf_weight=46 47 60 80 55 77 529 336 89 66 267 84 149 59 83 198 1480 46
leaf_count=46 47 60 80 55 77 529 336 89 66 267 84 149 59 83 198 1480 46
internal_value=0 4.34518e-05 -0.000473033 -0.000231967 -1.73803e-05 0.000252423 -0.000108892 0.000281949 0.0003736 0.00130524 0.000666782 0.00135381 9.26811e-05 -0.00195139 0.000261432 0.00011225 -0.00328617
internal_weight=0 3704 1169 1077 1022 942 865 2535 2446 566 500 416 1880 143 1737 1678 92
internal_count=3751 3704 1169 1077 1022 942 865 2535 2446 566 500 416 1880 143 1737 1678 92
is_linear=0
shrinkage=0.0995203


Tree=2231
num_leaves=17
num_cat=0
split_feature=22 1 1 1 1 2 2 21 2 6 2 2 2 9 17 21
split_gain=0.0512446 0.0392008 0.177514 0.140101 0.0792102 0.0764364 0.100916 0.0645017 0.116292 0.0818609 0.0509068 0.242349 0.140118 0.106171 0.057351 0.0560044
threshold=0.13292500000000004 -0.085184999999999997 -0.086814999999999989 -0.084204999999999988 -0.082635 0.10003000000000002 0.12875500000000004 0.083050000000000027 -0.017704999999999995 0.090460000000000026 -0.078454999999999983 -0.078994999999999996 -0.077054999999999998 0.083925000000000013 -0.45712999999999998 0.096665000000000015
decision_type=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 13 15 -6 -14 -12
right_child=-2 3 -4 4 10 6 -8 -9 -10 -11 12 -13 14 -15 -16 -17
leaf_value=0.00063114924301239657 0.0033463956092956255 -0.0055329549548122697 0.0055380215816140171 0.0032042404923784389 -0.0029214222176953161 0.006073060374002931 0.00018601554292912599 0.002716472601040494 -0.0046195869992039619 -0.0020616610976788921 0.0018214117654032122 -0.0074591537540763114 -0.0031044857744698699 7.6448934404466491e-06 9.8870375092671543e-05 0.0061236261009352489
leaf_weight=439 47 47 67 72 138 48 73 69 61 150 85 49 58 1091 1210 47
leaf_count=439 47 47 67 72 138 48 73 69 61 150 85 49 58 1091 1210 47
internal_value=0 3.90395e-05 0.00060776 -0.00014509 -5.2709e-05 0.000213538 0.00252814 -0.000174846 -0.00048303 -5.32361e-05 -0.00014058 -0.000594925 0.000273587 -0.000320584 -4.70099e-05 0.00335946
internal_weight=0 3704 907 2797 2750 840 121 719 650 589 2678 1278 1400 1229 1268 132
internal_count=3751 3704 907 2797 2750 840 121 719 650 589 2678 1278 1400 1229 1268 132
is_linear=0
shrinkage=0.0995203


Tree=2232
num_leaves=8
num_cat=0
split_feature=2 24 23 36 36 30 4
split_gain=0.072594 0.060842 0.0642288 0.0520736 0.0549294 0.0587501 0.0566962
threshold=0.58516500000000016 -0.071224999999999997 -0.022119999999999997 0.090760000000000021 0.084475000000000022 0.10000000000000002 0.12146000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.0035657689979174305 -0.0039860366908328893 0.0032948608851232739 -3.500822804545949e-05 -0.0030827340766450186 0.0029673943630504633 -0.0025307126546291882 0.0021001251651221152
leaf_weight=47 46 59 3257 54 62 90 128
leaf_count=47 46 59 3257 54 62 90 128
internal_value=0 -7.75047e-06 3.78409e-05 -1.54439e-05 3.11535e-05 -2.09985e-05 4.54876e-05
internal_weight=0 3697 3650 3591 3537 3475 3385
internal_count=3743 3697 3650 3591 3537 3475 3385
is_linear=0
shrinkage=0.0995203


Tree=2233
num_leaves=18
num_cat=0
split_feature=7 2 26 26 4 27 0 3 18 18 18 18 0 18 3 3 6
split_gain=0.0632268 0.0351893 0.144578 0.116644 0.0912624 0.149702 0.139427 0.115201 0.0857657 0.103979 0.210889 0.128609 0.10506 0.0796063 0.111932 0.070181 0.0464681
threshold=-0.10984999999999999 -0.080555000000000002 0.11377500000000003 0.10089500000000003 0.10722500000000003 1.0000000180025095e-35 -0.14401 0.10749000000000002 -0.12881499999999999 -0.088855000000000003 -0.082304999999999989 -0.073454999999999993 -0.18357499999999999 -0.18513499999999999 0.11387500000000002 0.094970000000000013 -0.065394999999999995
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 7 -7 -2 13 15 -11 -12 -13 14 -3 -10 -16
right_child=1 8 -4 -5 -6 6 -8 -9 9 10 11 12 -14 -15 16 -17 -18
leaf_value=-0.0030359186438018394 2.953149297514739e-05 0.0028008287534968062 -0.0050341250086708396 0.0036957669136083188 0.0028573670737576697 -0.00053207154003616927 -0.0082591864109716352 -0.0030729784295874777 0.006422360145952522 -0.0060027371616445191 0.0052468566446276605 0.0028991383262746513 0.00010128916819720695 -0.0050202653944045389 -0.00025923408135674464 0.0010448912878786765 -0.0043366829657574017
leaf_weight=69 1339 64 62 75 85 47 46 130 48 50 56 148 1313 50 53 49 59
leaf_count=69 1339 64 62 75 85 47 46 130 48 50 56 148 1313 50 53 49 59
internal_value=0 4.60791e-06 -0.000312182 -0.000141694 -0.000316939 -0.000490201 -0.00436289 -0.00024447 0.000304064 0.000551491 0.000355183 0.000565278 0.000385273 -0.00151408 -0.000513356 0.00371435 -0.00241449
internal_weight=0 3674 1784 1722 1647 1562 93 1469 1890 1664 1567 1517 1461 226 176 97 112
internal_count=3743 3674 1784 1722 1647 1562 93 1469 1890 1664 1567 1517 1461 226 176 97 112
is_linear=0
shrinkage=0.0995203


Tree=2234
num_leaves=16
num_cat=0
split_feature=12 9 5 17 17 18 5 5 18 18 2 2 9 9 8
split_gain=0.0599815 0.040588 0.037934 0.136034 0.122488 0.105659 0.110859 0.100509 0.128773 0.281461 0.102786 0.0856974 0.0624737 0.129238 0.0512592
threshold=-0.090249999999999983 -0.26414499999999996 -0.0016799999999999999 -0.11045499999999998 -0.092124999999999999 -0.099739999999999995 -0.012464999999999999 0.089620000000000019 -0.096219999999999986 -0.09053499999999999 0.11241000000000002 -0.081604999999999997 -0.02614 0.026545000000000006 -0.082739999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 14 -5 -6 -7 8 -4 -10 12 -11 -9 -14 -3
right_child=1 2 7 4 5 6 -8 10 9 11 -12 -13 13 -15 -16
leaf_value=-0.0036176543207416421 0.0025027494408203241 0.0013706421845443135 0.0030228170700284671 -0.0048258176786592014 -0.0037560929501257228 -8.9428839375380032e-05 0.0018151556702261759 0.0027713647960157946 -0.0094326824057040723 -0.0031775402975257904 0.0044715545319776425 -8.7509007662067776e-06 -0.0041350386734254185 0.00012422806601250269 0.0052174537114151927
leaf_weight=46 63 73 51 51 68 1818 363 67 48 143 52 208 81 545 66
leaf_count=46 63 73 51 51 68 1818 363 67 48 143 52 208 81 545 66
internal_value=0 -1.44364e-06 -4.50823e-05 0.000179737 -2.62178e-06 0.000106389 0.00022719 -0.000504625 -0.00167918 -0.00228224 0.000203741 -0.00130207 -0.000115318 -0.000425584 0.00320308
internal_weight=0 3697 3634 2439 2300 2249 2181 1195 450 399 745 351 693 626 139
internal_count=3743 3697 3634 2439 2300 2249 2181 1195 450 399 745 351 693 626 139
is_linear=0
shrinkage=0.0995203


Tree=2235
num_leaves=10
num_cat=0
split_feature=2 24 23 36 0 4 10 3 8
split_gain=0.0623754 0.0518466 0.0505437 0.0414668 0.0450012 0.0767505 0.210765 0.0709984 0.0986225
threshold=0.58516500000000016 -0.071224999999999997 -0.022119999999999997 0.090760000000000021 0.048265000000000009 0.10724500000000002 0.086030000000000023 0.16149500000000003 -0.42187000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 8 -4
right_child=-2 2 3 -5 5 -7 -8 -9 -10
leaf_value=-0.0032804672027869097 -0.0036836291872096179 0.0029353365326528214 0.0035124147258529582 -0.0027383478647793938 0.0023239121511986396 0.0050107721859201345 -0.0053181923255350835 -0.0030030827374379781 -7.001499270938057e-05
leaf_weight=47 46 59 78 54 149 46 47 79 3138
leaf_count=47 46 59 78 54 149 46 47 79 3138
internal_value=0 3.60184e-06 4.61142e-05 -1.12772e-06 4.04305e-05 0.00135043 0.000487189 -5.55333e-05 1.66178e-05
internal_weight=0 3697 3650 3591 3537 242 196 3295 3216
internal_count=3743 3697 3650 3591 3537 242 196 3295 3216
is_linear=0
shrinkage=0.0995203


Tree=2236
num_leaves=24
num_cat=0
split_feature=21 0 18 18 18 26 5 3 17 26 6 18 26 26 22 4 1 4 18 8 17 5 1
split_gain=0.0886125 0.0428347 0.17324 0.129401 0.152873 0.112335 0.108951 0.206118 0.11424 0.0943509 0.184724 0.215059 0.51283 0.22403 0.10725 0.101339 0.151343 0.13762 0.0865395 0.22655 0.0779457 0.188819 0.105368
threshold=0.16638500000000003 -0.067059999999999995 -0.46510999999999997 -0.092864999999999989 -0.098315 -0.14224499999999998 0.12043500000000003 0.092200000000000018 -0.017704999999999995 0.0054200000000000012 -0.07664 0.090285000000000018 0.096685000000000021 0.12043500000000003 0.078345000000000012 0.10606500000000003 -0.066524999999999987 0.10098000000000003 -0.090104999999999991 -0.080224999999999991 -0.043894999999999997 0.054660000000000007 -0.003735
decision_type=2 2 2 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 -3 8 -8 -4 14 -11 12 -12 -13 15 17 -17 -7 19 -5 22 -22 -20
right_child=-2 5 3 18 -6 9 7 -9 -10 10 11 13 -14 -15 -16 16 -18 -19 20 -21 21 -23 -24
leaf_value=-0.0061602419556224287 -0.0040767689496525976 0.0048110898482526532 -0.004248151029276559 0.0015606614089621394 0.0052368325834904654 -0.0013509084195044291 -0.001535187476185981 0.0074502376473362395 0.0018059352470886545 -0.003371025365705028 0.011703372496114733 -0.0053300603829357432 0.0001713179758812937 0.0040023486550418352 0.0037597635559115544 -0.0066396965556332994 -0.00051699920989765067 0.0044430101212559817 0.0013992814792962384 -0.0080474742412226519 -0.00041345680409075137 -0.006339833381228276 -0.0014772966340628288
leaf_weight=48 55 58 70 48 90 155 52 49 55 61 66 53 91 49 47 70 94 55 495 49 1698 55 169
leaf_count=48 55 58 70 48 90 155 52 49 55 61 66 53 91 49 47 70 94 55 495 49 1698 55 169
internal_value=0 -5.19474e-05 -0.000231126 -0.000130273 0.00176741 0.000592431 0.000382165 0.00281597 -0.0015778 0.000261121 0.00155001 0.00271218 0.0050244 -0.000838819 -0.000716611 -0.00128134 -0.00313534 0.000162649 -0.00036913 -0.0032845 -0.000251791 -0.000599863 0.000665907
internal_weight=0 3677 2878 2830 316 799 226 101 125 741 320 259 157 102 421 374 164 210 2514 97 2417 1753 664
internal_count=3732 3677 2878 2830 316 799 226 101 125 741 320 259 157 102 421 374 164 210 2514 97 2417 1753 664
is_linear=0
shrinkage=0.0995203


Tree=2237
num_leaves=18
num_cat=0
split_feature=21 5 3 3 5 0 5 18 18 21 17 17 8 2 0 0 2
split_gain=0.071851 0.0410743 0.0558856 0.111214 0.117798 0.0944941 0.078662 0.0588213 0.151589 0.0957983 0.128096 0.166394 0.109131 0.0834971 0.0735813 0.091546 0.0586826
threshold=0.16638500000000003 0.63223000000000018 0.10960500000000002 0.11252000000000002 -0.50273499999999982 -0.14075499999999999 -0.45822499999999994 -0.093649999999999997 -0.091594999999999996 0.085815000000000016 -0.12647999999999998 -0.041415 -0.078504999999999991 -0.081134999999999999 -0.23177499999999998 -0.18357499999999999 -0.0038150000000000002
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 16 -6 -7 9 -9 10 12 -12 -1 -11 -10 -16 -5
right_child=-2 -3 3 4 5 6 -8 8 14 13 11 -13 -14 -15 15 -17 -18
leaf_value=0.007966843268131631 -0.0036710479834796772 -0.0024344469169037446 0.00431023201807108 -0.00042456742958398865 0.0044416880663793873 0.0042291784764093262 4.7917247676275331e-05 -0.0054098616591847695 -0.0038927543000006328 -0.004354272496208917 -0.0030115300055937673 0.0039364496352235793 0.0018919390500031577 0.0013663953202768496 0.0038353858377179876 -0.00027258721791759735 -0.0054181759633453166
leaf_weight=49 55 70 78 47 65 49 497 58 54 53 81 59 74 48 55 2293 47
leaf_count=49 55 70 78 47 65 49 497 58 54 53 81 59 74 48 55 2293 47
internal_value=0 -4.67776e-05 -2.13812e-07 0.000743502 0.000347724 0.000853342 0.000424658 -0.000206711 -0.000381665 0.00097342 0.00197534 -7.76052e-05 0.00431868 -0.00162743 -0.00025991 -0.000176013 -0.00293008
internal_weight=0 3677 3607 783 705 611 546 2824 2460 364 263 140 123 101 2402 2348 94
internal_count=3732 3677 3607 783 705 611 546 2824 2460 364 263 140 123 101 2402 2348 94
is_linear=0
shrinkage=0.0995203


Tree=2238
num_leaves=13
num_cat=0
split_feature=21 19 0 18 9 1 9 17 1 9 18 18
split_gain=0.0582615 0.0488014 0.143595 0.0654531 0.250857 0.219929 0.0682733 0.0916435 0.0813796 0.0703727 0.0517201 0.0574337
threshold=0.16638500000000003 -0.050215000000000003 -0.068899999999999989 -0.17307499999999998 0.096535000000000024 -0.03694999999999999 0.11479000000000002 0.021725000000000005 0.0022300000000000006 0.11156500000000001 -0.14624999999999996 -0.112385
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 9 8 -8 10 -5 -12
right_child=-2 3 -4 6 -6 -7 7 -9 -10 -11 11 -13
leaf_value=-0.00617385223762124 -0.0033057045721535377 0.00046949634609039004 0.0015953273469769894 -0.0030224557302838441 -0.0020975380529212316 0.010118813002952467 -0.002351051158833428 0.0053390453029377345 0.0027940405057317718 -0.004049264510311644 0.0025766687410765433 -0.00014098599114156259
leaf_weight=47 55 46 47 60 83 48 58 52 64 46 79 3047
leaf_count=47 55 46 47 60 83 48 58 52 64 46 79 3047
internal_value=0 -4.20779e-05 -0.00228055 1.642e-05 0.00188251 0.00540552 -8.0315e-05 0.00183959 0.000341303 -0.000183929 -0.000127864 -7.20437e-05
internal_weight=0 3677 94 3583 177 94 3406 174 122 3232 3186 3126
internal_count=3732 3677 94 3583 177 94 3406 174 122 3232 3186 3126
is_linear=0
shrinkage=0.0995203


Tree=2239
num_leaves=17
num_cat=0
split_feature=20 8 20 26 26 26 26 8 1 1 1 4 8 6 6 18
split_gain=0.0504965 0.119477 0.0398177 0.0300132 0.104518 0.105842 0.0718087 0.267928 0.237957 0.226697 0.116555 0.0644097 0.0879488 0.052354 0.0829955 0.0806701
threshold=-0.23598 -0.0032949999999999998 -0.15398499999999998 0.085570000000000021 0.085235000000000019 0.08494500000000002 0.087170000000000011 -0.091134999999999994 -0.012865 -0.085184999999999997 -0.14482999999999999 0.077765000000000015 -0.083804999999999991 -0.0048649999999999995 -0.0088699999999999994 0.090025000000000022
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 13 7 -5 9 -9 -8 12 -12 14 -4 -15
right_child=2 -3 3 6 -6 -7 10 8 -10 -11 11 -13 -14 15 -16 -17
leaf_value=0.0010413642376804616 0.0025001275556565416 -0.0058653761298502818 0.00043201820490034121 0.0045167467080591888 0.0046705530861370454 -0.0046105422576918735 0.0034590982788694036 -0.0021547348318193449 0.00082085436980582158 -0.01093952439771181 0.0010223519223906987 -0.002969167489697088 -0.00067215524095630029 -0.001134913882456616 0.004623570534397616 0.0021471648305995614
leaf_weight=51 61 48 1065 50 51 46 86 60 72 57 439 85 981 442 49 89
leaf_count=51 61 48 1065 50 51 46 86 60 72 57 439 85 981 442 49 89
internal_value=0 -0.00229909 -2.07407e-05 -6.40195e-05 0.000231373 9.70048e-05 -0.000345655 -0.00195431 -0.00367056 -0.0064415 -0.000103488 -0.000307609 -0.000147713 0.000229142 0.000617121 -0.000583268
internal_weight=0 99 3633 3572 1742 1691 1830 239 189 117 1591 1505 1420 1645 1114 531
internal_count=3732 99 3633 3572 1742 1691 1830 239 189 117 1591 1505 1420 1645 1114 531
is_linear=0
shrinkage=0.0995203


Tree=2240
num_leaves=15
num_cat=0
split_feature=20 0 3 3 0 0 20 3 26 1 9 18 19 2
split_gain=0.0582953 0.0596726 0.0437128 0.118577 0.0798095 0.0756013 0.0796633 0.0748784 0.242641 0.254284 0.0576166 0.0669003 0.0498544 0.0534149
threshold=-0.41270499999999993 -0.25289499999999993 0.10486500000000003 0.10611500000000003 0.12512500000000001 -0.22163999999999998 -0.053499999999999999 0.098000000000000018 -0.070694999999999994 -0.0032650000000000001 -0.20504500000000001 0.10085500000000001 0.12633000000000003 -0.16099499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 10 6 -3 12 -9 -10 -5 -12 13 -7
right_child=1 2 3 4 -6 7 -8 8 9 -11 11 -13 -14 -15
leaf_value=0.0034067114871867634 0.0029548866512396962 -0.00027694911651844888 0.0052861464127117288 0.0032342388533371431 -0.0036780639894582966 0.0028017468301398734 -0.0061535028712703353 0.0037593523862768296 -0.0065611113181810029 0.00053523049838174845 -0.00031234726599445637 0.0019529880319317703 0.0030693066762340075 -0.00028299933373448751
leaf_weight=46 60 46 46 63 52 57 46 58 117 87 686 159 47 2201
leaf_count=46 60 46 46 63 52 57 46 58 117 87 686 159 47 2201
internal_value=0 -0.000157343 -0.000208517 0.000349817 0.000112431 -0.000420064 -0.00322413 -0.000319249 -0.00191376 -0.00353072 0.00033041 0.000112942 -0.000137652 -0.000204767
internal_weight=0 3725 3665 1006 960 2659 92 2567 262 204 908 845 2305 2258
internal_count=3771 3725 3665 1006 960 2659 92 2567 262 204 908 845 2305 2258
is_linear=0
shrinkage=0.0995203


Tree=2241
num_leaves=10
num_cat=0
split_feature=8 8 7 0 0 1 3 20 35
split_gain=0.0557669 0.072084 0.0780626 0.0546156 0.0685048 0.15295 0.280367 0.06296 0.0439789
threshold=-0.51030999999999993 -0.44475499999999996 -0.073114999999999999 -0.23998999999999998 -0.16423499999999999 -0.0072799999999999991 0.10057000000000002 -0.240845 -0.081529999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7 -6 -9
right_child=1 2 3 4 7 6 -8 8 -10
leaf_value=0.0024802428334207206 -0.0036712455531576716 0.0031630971282338369 0.0029132311842646778 0.0024497844408526833 0.0027262025117371956 -0.01010885418526424 0.00014255082319373605 -0.0027943057427610852 -0.00013827435593228093
leaf_weight=81 57 71 56 47 75 47 60 63 3214
leaf_count=81 57 71 56 47 75 47 60 63 3214
internal_value=0 -0.000159164 -0.000103836 -0.000169184 -0.000218652 -0.00227134 -0.00435275 -0.000124102 -0.000189586
internal_weight=0 3690 3633 3562 3506 154 107 3352 3277
internal_count=3771 3690 3633 3562 3506 154 107 3352 3277
is_linear=0
shrinkage=0.0995203


Tree=2242
num_leaves=9
num_cat=0
split_feature=8 9 25 19 21 0 21 1
split_gain=0.0452192 0.102157 0.0679285 0.0456676 0.0514865 0.0478168 0.183503 0.0361852
threshold=-0.51030999999999993 -0.46256000000000003 0.096120000000000025 -0.10411999999999999 -0.10962999999999999 -0.14731999999999998 -0.0092899999999999996 0.51334500000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -7
right_child=1 2 -4 4 5 7 -8 -9
leaf_value=0.0022334084802454008 -0.0048042044602155274 0.0024587700504321145 0.0036342711647596908 0.0024690741952669388 -0.0068030573839637397 -0.00017152641945769582 -0.00036332754651659645 0.0019720849560657156
leaf_weight=81 46 66 48 71 52 3046 281 80
leaf_count=81 46 66 48 71 52 3046 281 80
internal_value=0 -0.00014328 -8.42182e-05 -0.000134081 -0.000182791 -0.00023746 -0.00137139 -0.000116406
internal_weight=0 3690 3644 3596 3530 3459 333 3126
internal_count=3771 3690 3644 3596 3530 3459 333 3126
is_linear=0
shrinkage=0.0995203


Tree=2243
num_leaves=14
num_cat=0
split_feature=8 9 25 9 0 9 6 26 8 2 6 26 26
split_gain=0.0366672 0.082835 0.0550813 0.0350608 0.0775346 0.163539 0.209135 0.0643483 0.133526 0.397332 0.165803 0.126219 0.0785807
threshold=-0.51030999999999993 -0.46256000000000003 0.096120000000000025 0.10706000000000003 -0.095339999999999994 0.11296000000000002 -0.085885000000000003 0.10439000000000002 -0.065539999999999987 -0.082084999999999991 0.091615000000000016 0.10089500000000003 0.096275000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 -6 -7 11 10 -10 -9 12 -3
right_child=1 2 -4 4 5 6 -8 8 9 -11 -12 -13 -14
leaf_value=0.0020111392106492696 -0.0043260888736324637 -5.2192467241729808e-05 0.0032725877439924479 0.0041902792280781274 0.0043356389597491458 -0.0069906465445642831 0.00047456175388719575 -0.0026147793207678036 0.0033471249664699197 -0.0081991314825936197 0.0036283124395461914 0.0050351590525985158 -0.002574511846715072
leaf_weight=81 46 2784 48 57 70 48 164 93 46 82 77 47 128
leaf_count=81 46 2784 48 57 70 48 164 93 46 82 77 47 128
internal_value=0 -0.000128999 -7.57921e-05 -0.000120714 0.000841995 0.000162311 -0.00121181 -0.000221168 -0.00161522 -0.0040433 0.000208159 -8.04964e-05 -0.000163345
internal_weight=0 3690 3644 3596 339 282 212 3257 298 128 170 2959 2912
internal_count=3771 3690 3644 3596 339 282 212 3257 298 128 170 2959 2912
is_linear=0
shrinkage=0.0995203


Tree=2244
num_leaves=19
num_cat=0
split_feature=8 8 8 6 2 6 6 17 1 1 2 3 5 6 8 10 21 2
split_gain=0.0368872 0.159247 0.112414 0.21039 0.12932 0.098967 0.203307 0.139832 0.0829925 0.253158 0.141142 0.135855 0.0873972 0.0637902 0.0569298 0.0506156 0.053763 0.0536678
threshold=-0.084044999999999995 -0.083574999999999997 -0.085289999999999991 0.086100000000000024 -0.084869999999999987 0.092705000000000023 0.089725000000000013 -0.020405 -0.0040349999999999995 -0.0088199999999999997 -0.082275000000000001 0.091475000000000015 -0.025879999999999997 -0.47287499999999999 -0.082934999999999995 0.086165000000000019 -0.091104999999999992 -0.15884499999999999
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 -4 6 8 -7 9 12 -10 -12 -1 -3 -15 16 -16 -18
right_child=1 13 3 -5 -6 7 -8 -9 10 -11 11 -13 -14 14 15 -17 17 -19
leaf_value=-0.0015931885399019224 0.0057605947012029099 -0.0031570899823180664 0.0030405708760313788 -0.0080194858535894923 -0.0040273463891586708 0.001386387350294886 0.0054632388577078644 -0.0055563562283402739 0.0046858479616141918 -0.0062837763536189983 -0.0027286917251350962 0.0015991631416434398 0.00088354006379155184 -0.0025826001975183437 -0.0022269603749043815 -0.0019603612811489894 0.003135928153920965 0.00045418845316080777
leaf_weight=230 52 55 55 52 48 48 70 71 84 73 110 207 365 67 71 89 77 1924
leaf_count=230 52 55 55 52 48 48 70 71 84 73 110 207 365 67 71 89 77 1924
internal_value=0 0.000314338 -0.00032978 -0.00285868 -0.000245268 -1.75404e-05 0.000267122 -0.00274904 -7.23635e-05 -0.000752481 0.00105856 9.48012e-05 -7.2475e-05 0.000189929 0.000272921 0.000361833 0.000461974 0.000557793
internal_weight=0 2335 1413 155 103 1258 1139 119 1069 668 401 317 595 2283 2228 2161 2072 2001
internal_count=3748 2335 1413 155 103 1258 1139 119 1069 668 401 317 595 2283 2228 2161 2072 2001
is_linear=0
shrinkage=0.0995203


Tree=2245
num_leaves=31
num_cat=0
split_feature=2 2 0 3 9 9 0 0 22 0 1 9 2 18 1 1 2 6 18 3 0 2 0 3 3 3 1 3 2 2
split_gain=0.0377324 0.0744989 0.28382 0.151108 0.0977272 0.222177 0.200292 0.07555 0.0764404 0.0945381 0.0852009 0.0669086 0.0554538 0.0824497 0.0550696 0.21279 0.134173 0.210229 0.14296 0.162508 0.294048 0.149224 0.118881 0.0704859 0.178879 0.152883 0.218282 0.125355 0.072517 0.0529623
threshold=-0.085944999999999994 -0.087444999999999995 -0.085245000000000001 0.086285000000000014 0.085225000000000009 0.083235000000000017 -0.085349999999999995 -0.117355 0.077155000000000015 -0.085474999999999982 -0.10241499999999999 0.076440000000000022 -0.084869999999999987 -0.023444999999999997 -0.082849999999999993 -0.082039999999999988 -0.081604999999999997 0.08785500000000003 0.0057900000000000009 0.091405000000000028 0.0083400000000000019 0.10449500000000002 0.048265000000000009 0.087745000000000031 0.088605000000000017 0.086535000000000015 -0.0062700000000000004 0.085910000000000028 -0.082404999999999992 -0.083534999999999984
decision_type=2 2 2 2 2 2 2 2 2 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 11 -7 -6 9 -9 -11 -1 13 -2 16 -16 17 -14 19 20 -18 -21 -20 25 -25 27 -27 -17 -26 -19
right_child=12 2 3 -5 7 6 -8 8 -10 10 -12 -13 14 -15 15 23 18 29 22 21 -22 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=0.0019535271711397842 0.0050022047717566279 -0.007136380955261523 0.0041191476658685982 -0.0026435775726247708 -0.003903287680572189 0.010096948323906996 0.00093287145784791241 0.0033633143439598897 -0.0039019850587329857 0.0010335144942154356 -0.0022175349790778975 -0.002553954683985058 0.0016892960756144538 -8.7909249795560187e-05 0.0066514755410704953 -0.00074831386099098252 0.010605319494115736 -0.0037971750278727595 -0.0051798872131555342 -0.0047034067695102709 -0.00030318009616226143 0.0026732304348177209 0.001238925149506962 0.0049218218403863203 0.0026072013293656068 -0.00023856708688257234 -0.0093651747335542299 0.0043361600602424112 7.386244832974451e-05 -0.0086188943480064173
leaf_weight=52 59 73 63 68 67 46 49 74 52 160 159 87 52 67 52 279 46 46 68 51 52 58 49 86 121 60 46 58 1502 46
leaf_count=52 59 73 63 68 67 46 49 74 52 160 159 87 52 67 52 279 46 46 68 51 52 58 49 86 121 60 46 58 1502 46
internal_value=0 -0.000477472 -0.00216281 0.000602477 -1.55051e-05 0.00166829 0.00537883 -0.000786649 -0.000315562 0.000156895 -0.000584348 -0.000861813 0.000248336 0.00228906 0.000151798 0.00036025 -0.000828137 -0.00335622 0.000292931 0.00186683 0.00480879 -0.000770714 -0.00248467 0.000207851 0.000498143 -0.000910188 -0.0042069 0.00012433 0.000263236 -0.00621694
internal_weight=0 950 204 131 746 234 95 512 445 393 319 139 2798 126 2672 2204 468 144 324 207 98 109 117 2152 1709 443 106 337 1623 92
internal_count=3748 950 204 131 746 234 95 512 445 393 319 139 2798 126 2672 2204 468 144 324 207 98 109 117 2152 1709 443 106 337 1623 92
is_linear=0
shrinkage=0.0995203


Tree=2246
num_leaves=13
num_cat=0
split_feature=35 4 36 3 2 6 3 1 1 0 17 4
split_gain=0.0332827 0.062913 0.0385427 0.0393545 0.092679 0.0851451 0.0740078 0.206718 0.0582328 0.0559564 0.104973 0.0899287
threshold=0.004000000000000001 0.15615500000000004 0.089700000000000016 0.082130000000000022 -0.00479 0.041585000000000011 0.083875000000000019 -0.085184999999999997 -0.013975 -0.14731999999999998 0.24923500000000007 0.13881500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 -5 -1 10 -8 -11
right_child=-2 -3 -4 6 -6 -7 9 -9 -10 11 -12 -13
leaf_value=0.0044959702830192237 -0.0025733076360521696 0.0037095178362328528 -0.0025456955636679198 0.0013314532527333137 0.0051545927213864544 -0.003091872924070769 -0.0018643263490758684 -0.0075927586542935037 -0.00039692258315013069 0.00030237037914875356 0.0029104424671579413 -0.0038723313111427224
leaf_weight=46 47 47 56 58 50 51 290 46 50 2901 54 52
leaf_count=46 47 47 56 58 50 51 290 46 50 2901 54 52
internal_value=0 9.13981e-05 4.46355e-05 8.51795e-05 0.00145276 0.000188066 5.72268e-06 -0.00260792 0.00193906 8.84155e-05 -0.00111242 0.00022858
internal_weight=0 3701 3654 3598 197 147 3401 104 96 3297 344 2953
internal_count=3748 3701 3654 3598 197 147 3401 104 96 3297 344 2953
is_linear=0
shrinkage=0.0995203


Tree=2247
num_leaves=13
num_cat=0
split_feature=5 5 2 20 5 5 18 18 21 3 7 21
split_gain=0.0323054 0.029876 0.0948396 0.144685 0.117533 0.0350061 0.0531969 0.104587 0.184668 0.0857231 0.0650502 0.0542184
threshold=0.63223000000000018 0.40898000000000007 -0.065999999999999989 -0.079864999999999992 0.51100000000000012 0.27608500000000008 -0.15202999999999997 -0.096219999999999986 0.086690000000000017 0.089485000000000023 0.079440000000000024 0.086690000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 6 -1 8 9 -8 11 -9
right_child=-2 2 -4 4 -6 -7 7 10 -10 -11 -12 -13
leaf_value=-0.002472007045545753 -0.0020654318756775153 -0.0024318524359621951 -0.0022817233748846722 0.007761004482490977 0.0017021118914682246 -0.0021546314439426341 0.002476916579431936 -0.00020721513941085332 -0.0028504627226516002 0.007712937770833427 -0.0027124876156159991 0.00072318779596358771
leaf_weight=80 70 48 60 50 88 72 93 2130 49 47 86 875
leaf_count=80 70 48 60 50 88 72 93 2130 49 47 86 875
internal_value=0 9.24932e-05 0.00115197 0.00226402 0.0039033 1.63129e-05 6.30768e-05 0.000125158 0.00239782 0.00424057 -1.35403e-05 6.34284e-05
internal_weight=0 3678 246 186 138 3432 3360 3280 189 140 3091 3005
internal_count=3748 3678 246 186 138 3432 3360 3280 189 140 3091 3005
is_linear=0
shrinkage=0.0995203


Tree=2248
num_leaves=24
num_cat=0
split_feature=19 2 2 17 17 2 17 8 2 5 5 26 2 8 21 2 2 20 21 5 2 21 21
split_gain=0.0798706 0.0567082 0.172162 0.0721551 0.20206 0.148605 0.217603 0.219659 0.199509 0.177716 0.128781 0.128327 0.497 0.111145 0.153969 0.112095 0.0600453 0.0701241 0.20788 0.163408 0.132225 0.0946452 0.0747247
threshold=-0.10411999999999999 -0.082484999999999989 -0.082234999999999989 0.0084900000000000028 0.063160000000000022 -0.08569499999999998 -0.015464999999999998 -0.083944999999999992 -0.086304999999999993 0.040570000000000016 -0.026719999999999997 0.087625000000000022 -0.087444999999999995 -0.085289999999999991 0.085190000000000016 -0.097754999999999995 -0.082025000000000001 -0.077394999999999992 0.10403500000000003 -0.093384999999999982 -0.081604999999999997 0.11987500000000002 -0.079279999999999989
decision_type=2 2 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 8 9 -8 13 10 -7 12 -6 14 -2 -15 -4 18 19 -18 -19 -20 -22
right_child=1 2 16 4 11 6 7 -9 -10 -11 -12 -13 -14 15 -16 -17 17 20 21 -21 22 -23 -24
leaf_value=0.0033800621263163993 -0.0046877627623622244 0.0050991321037768414 -0.0034298957206182891 0.0066893227737511076 0.0025726438060865329 -0.0030665566812643477 -0.0025233184974148802 -0.010452830676029805 0.0046487415942866386 -0.005579837925702099 0.0033217928269702918 0.002957249273373542 -0.0096890655292554227 -0.0013122180431366149 0.0018481840877765418 0.0015711711353199891 -0.0029107358350632319 -0.0054202878564778558 0.0075459921811402569 0.0014643949033886633 0.0037218449021895203 0.0017426752303146547 -0.0001862889603118374
leaf_weight=65 130 68 49 48 83 46 89 57 75 51 97 71 54 301 49 240 126 47 61 257 50 52 1562
leaf_count=65 130 68 49 48 83 46 89 57 75 51 97 71 54 301 49 240 126 47 61 257 50 52 1562
internal_value=0 -0.000139048 0.000167057 -0.000639615 0.000867933 -0.000980365 -0.00272189 -0.0056247 -0.00023453 -0.000533091 0.00126107 -0.00047153 -0.00225447 -0.000744342 -0.00289402 -3.15673e-05 1.4516e-05 9.32144e-05 0.00113173 2.29193e-05 -0.000216784 0.00488269 -6.4561e-05
internal_weight=0 3663 2272 1391 256 1135 340 146 795 194 143 208 137 720 179 541 2204 2155 496 383 1659 113 1612
internal_count=3728 3663 2272 1391 256 1135 340 146 795 194 143 208 137 720 179 541 2204 2155 496 383 1659 113 1612
is_linear=0
shrinkage=0.0995203


Tree=2249
num_leaves=23
num_cat=0
split_feature=19 1 1 26 9 1 26 6 17 17 21 6 3 6 6 1 6 9 26 6 17 5
split_gain=0.0647635 0.0594098 0.0906774 0.0663797 0.163815 0.0797599 0.0771458 0.0772628 0.0459069 0.0925227 0.0867444 0.0691212 0.365804 0.086967 0.0693322 0.136227 0.0904804 0.0671007 0.286781 0.180405 0.140244 0.0719452
threshold=-0.10411999999999999 -0.078729999999999994 -0.079844999999999985 0.10144500000000002 0.09202500000000001 -0.080844999999999986 0.093690000000000023 0.08866000000000003 0.093960000000000016 0.063160000000000022 0.10452500000000002 -1.0000000180025095e-35 0.088055000000000022 0.10248500000000002 -0.03764 -0.007069999999999999 -0.07664 0.091690000000000021 0.090385000000000021 -0.0065449999999999996 0.51174000000000019 -0.045014999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2 9 11 17 14 -13 -14 16 -16 -3 18 19 -10 21 -19
right_child=1 8 -4 4 -6 -7 -8 -9 10 -11 -12 12 13 -15 15 -17 -18 20 -20 -21 -22 -23
leaf_value=0.0030436776779723201 -0.00019133361575821947 -0.00012576336286034212 -0.0045913018259070215 0.0046154640316348472 -0.0017889582072247905 0.0030990843049821387 -0.0044333905766879072 -0.0021937300410194713 8.4867323600372395e-05 0.0046749730439378861 0.0024020386680723388 0.0097105621931258893 -0.0012046495691797928 0.0021484576372057954 -0.00024944817395847841 -0.0056428216009401918 0.0020704903501175737 -0.0024874895248077266 0.0062587930492744148 -0.005797502959989642 0.00055642341405143529 -0.0078586850271648023
leaf_weight=65 686 930 56 79 79 50 60 265 170 49 80 47 172 138 206 60 232 51 55 74 75 49
leaf_count=65 686 930 56 79 79 50 60 265 170 49 80 47 172 138 206 60 232 51 55 74 75 49
internal_value=0 -0.000125166 -0.000673803 -0.000493164 0.00140807 -0.000777061 -0.000969569 -0.00075017 0.00016742 0.000407512 -0.00062592 0.000289908 0.00152853 0.000285383 -1.91741e-05 -0.00146908 0.000312027 -0.0011387 -0.000229822 -0.00169578 -0.00268689 -0.00512756
internal_weight=0 3663 1275 1219 158 1061 1011 951 2388 1834 554 1785 357 310 1428 266 1162 474 299 244 175 100
internal_count=3728 3663 1275 1219 158 1061 1011 951 2388 1834 554 1785 357 310 1428 266 1162 474 299 244 175 100
is_linear=0
shrinkage=0.0995203


Tree=2250
num_leaves=17
num_cat=0
split_feature=18 1 1 1 2 2 1 2 2 2 1 9 1 9 9 9
split_gain=0.0512158 0.0438671 0.115939 0.087987 0.0637256 0.128761 0.117625 0.0926625 0.0804338 0.0674179 0.0588969 0.0649146 0.198968 0.105331 0.0943571 0.11413
threshold=-0.47082499999999999 -0.084759999999999988 -0.083684999999999996 -0.085574999999999998 0.096520000000000022 0.15165000000000003 -0.086814999999999989 -0.084804999999999992 -0.083254999999999982 -0.086609999999999993 -0.082344999999999988 0.089935000000000029 -0.079629999999999992 0.09143500000000003 0.08938500000000002 0.08888500000000002
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 9 -9 -2 -4 14 -13 -14 15 -12
right_child=1 2 10 -5 5 -7 -8 8 -10 -11 11 12 13 -15 -16 -17
leaf_value=0.0031004084368969555 -0.00084456294489637868 0.0044968910191983697 -0.0031653374282581293 -0.004892380270150971 0.0038477814997073105 -0.0020681260554411122 0.004018412511340665 -0.006382275244039351 -0.00182505177960261 0.0027227126861116124 0.00050020088207137505 -0.006539492002414795 -0.0030714425762356883 0.00014201608208441087 0.0044132893673112673 -0.0038586810056190574
leaf_weight=50 415 58 57 47 88 62 46 50 169 60 1455 52 114 885 58 62
leaf_count=50 415 58 57 47 88 62 46 50 169 60 1455 52 114 885 58 62
internal_value=0 -0.000105983 9.47054e-05 -0.000693929 -0.000471293 0.00139708 -0.000851124 -0.00117507 -0.00286925 -0.000392236 -1.5421e-07 6.82376e-05 -0.000537121 -0.000223866 0.000472714 0.000321513
internal_weight=0 3678 2741 937 890 150 740 694 219 475 2683 2626 1051 999 1575 1517
internal_count=3728 3678 2741 937 890 150 740 694 219 475 2683 2626 1051 999 1575 1517
is_linear=0
shrinkage=0.0995203


Tree=2251
num_leaves=17
num_cat=0
split_feature=18 0 18 8 1 1 17 17 8 0 18 5 5 17 8 1
split_gain=0.0415307 0.03767 0.0794716 0.0854052 0.0802571 0.215857 0.140515 0.13306 0.125266 0.0762071 0.0541532 0.0651977 0.232114 0.158224 0.110377 0.109573
threshold=-0.47082499999999999 -0.082494999999999999 0.19545000000000004 0.24095500000000006 -0.07002499999999999 -0.064534999999999995 0.22924500000000006 0.077740000000000017 -0.073644999999999988 -0.08317999999999999 -0.16980499999999998 -0.0037599999999999999 -0.0054650000000000002 -0.088525000000000006 -0.080924999999999983 -0.084759999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 6 -6 7 -3 -7 10 -2 12 15 14 -13 -12
right_child=1 2 -4 -5 5 8 -8 -9 -10 -11 11 13 -14 -15 -16 -17
leaf_value=0.002791855470129135 -0.0032847635636802327 -0.0010127060282101093 0.0030349741954603282 -0.004794650384164708 0.0066633693835323532 -0.0016936797558915096 -0.0049846403843937888 0.0038472694749057926 0.0010992664787195672 0.0035034094232281863 -0.0020845854292384364 -0.0017138267333891009 -0.00694577424939308 0.0056445155662790498 0.0038636983019861137 0.00046666559324053911
leaf_weight=50 46 787 63 46 50 283 82 60 363 67 190 113 47 71 51 1359
leaf_count=50 46 787 63 46 50 283 82 60 363 67 190 113 47 71 51 1359
internal_value=0 -9.54576e-05 -0.00043284 -0.000564074 -0.000443812 0.000363349 -0.00104941 -0.000667467 -0.000123002 0.000205058 8.68866e-05 0.000172039 -5.53412e-05 0.00171977 1.56565e-05 0.000153201
internal_weight=0 3678 1734 1671 1625 696 929 847 646 1944 1877 1831 1596 235 164 1549
internal_count=3728 3678 1734 1671 1625 696 929 847 646 1944 1877 1831 1596 235 164 1549
is_linear=0
shrinkage=0.0995203


Tree=2252
num_leaves=10
num_cat=0
split_feature=7 8 7 5 4 17 8 5 5
split_gain=0.0477185 0.0484206 0.0621236 0.0515433 0.0503822 0.0327014 0.060347 0.04579 0.058743
threshold=0.093110000000000012 -0.48834 -0.074779999999999999 -0.338115 0.14754500000000006 -0.55380499999999999 0.041960000000000011 0.51659500000000014 0.50609000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -4 8 -7
right_child=-2 2 4 -5 -6 7 -8 -9 -10
leaf_value=0.00025108624585728275 0.00248059396351504 0.0030053435555117435 -0.0038448004770415887 -0.0040930600094154883 -0.0033019735905607953 5.6355346667316466e-06 0.00048551592051308682 0.0022991550566712113 -0.0030395085867411923
leaf_weight=48 72 65 62 61 48 3169 65 84 64
leaf_count=48 72 65 62 61 48 3169 65 84 64
internal_value=0 -0.000106245 -4.26961e-05 -0.00217253 -9.96667e-05 -5.47975e-05 -0.00162205 4.96215e-06 -5.43925e-05
internal_weight=0 3666 3557 109 3492 3444 127 3317 3233
internal_count=3738 3666 3557 109 3492 3444 127 3317 3233
is_linear=0
shrinkage=0.0995203


Tree=2253
num_leaves=17
num_cat=0
split_feature=0 29 18 18 5 1 6 3 3 29 3 3 20 3 6 9
split_gain=0.0452512 0.09651 0.0908855 0.176795 0.0631219 0.0632191 0.110614 0.0862431 0.177852 0.0976578 0.0913013 0.0767652 0.0622351 0.0590095 0.0446861 0.0352268
threshold=0.032270000000000014 -1.0000000180025095e-35 -0.025879999999999997 0.095920000000000019 0.51659500000000014 0.42491000000000007 -0.46637499999999998 0.13345500000000002 0.12551500000000002 -0.084525000000000003 0.14530500000000005 0.083725000000000022 -0.047859999999999993 0.10377500000000002 -0.48214499999999999 0.076440000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 13 15 5 7 14 8 9 -1 -9 -11 -12 -3 -7 -4
right_child=1 2 3 -5 -6 6 -8 10 -10 11 12 -13 -14 -15 -16 -17
leaf_value=-0.0039240949190883761 0.0026343335001021511 -0.0025218980563458146 -0.0077760988755890964 0.0012349083662230966 0.0027489177794707553 0.001296508491988957 0.004512094171280759 -0.0052493829099896352 0.0057075050449889508 0.0018083477838329678 0.0020218673576991616 -0.00016903869389140106 -0.002965921094593438 0.0021059409930863832 -0.0023686531201703 -0.0039813054599334386
leaf_weight=65 54 47 53 50 84 87 82 65 53 210 50 2624 49 65 53 47
leaf_count=65 54 47 53 50 84 87 82 65 53 210 50 2624 49 65 53 47
internal_value=0 -0.00119013 -0.0019815 -0.0035834 5.44533e-05 -1.31071e-05 0.00160923 -0.000128954 -5.26901e-06 -0.000109993 -0.00235029 -2.22251e-05 -0.000438567 0.000156592 -8.517e-05 -0.00600073
internal_weight=0 316 262 150 3422 3338 222 3116 2952 2899 164 2834 99 112 140 100
internal_count=3738 316 262 150 3422 3338 222 3116 2952 2899 164 2834 99 112 140 100
is_linear=0
shrinkage=0.0995203


Tree=2254
num_leaves=9
num_cat=0
split_feature=35 38 8 7 1 1 3 1
split_gain=0.0410099 0.0447138 0.0578662 0.0829497 0.0901656 0.082869 0.0450888 0.0404509
threshold=-0.084584999999999994 -0.072014999999999996 -0.48834 -0.074779999999999999 0.51613500000000012 0.50996500000000011 0.13345500000000002 -0.053299999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 7 -3 -5
right_child=1 2 3 4 -6 -7 -8 -9
leaf_value=-0.0027941328755116119 0.0025610967200236888 -0.00048272110471983927 0.0036538881487784953 0.00032129444497946231 -0.0043315019626842602 0.0041179651220456985 -0.0046479720433509888 -0.00037095841056001731
leaf_weight=53 66 58 61 1572 48 48 47 1785
leaf_count=53 66 58 61 1572 48 48 47 1785
internal_value=0 -5.71233e-06 -5.27497e-05 1.58087e-05 -4.82239e-05 1.19168e-05 -0.00235496 -4.65497e-05
internal_weight=0 3685 3619 3514 3453 3405 105 3357
internal_count=3738 3685 3619 3514 3453 3405 105 3357
is_linear=0
shrinkage=0.0995203


Tree=2255
num_leaves=20
num_cat=0
split_feature=12 6 6 6 6 26 26 26 0 0 5 26 26 17 5 8 3 6 17
split_gain=0.0384173 0.0371331 0.0792792 0.103944 0.123741 0.0748747 0.288329 0.181507 0.189863 0.257154 0.110034 0.367364 0.263095 0.245877 0.140957 0.100658 0.0784473 0.0435177 0.0492731
threshold=0.094205000000000025 0.087455000000000019 0.086420000000000011 0.085570000000000021 0.08481000000000001 0.088325000000000028 0.08896500000000003 0.087170000000000011 -0.086304999999999993 -0.081909999999999997 -0.082635 0.097125000000000031 0.091570000000000026 -0.015464999999999998 -0.076589999999999991 -0.085764999999999994 0.08802500000000002 0.082725000000000021 -0.065004999999999993
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 17 7 -7 8 15 -10 11 -8 13 -12 -14 -3 -11 18 -1
right_child=-2 5 -4 -5 -6 6 10 -9 9 16 12 -13 14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00069499722859901779 -0.002538901969245284 0.00067009697122825387 -0.0031985405278624397 0.0038510912793586231 -0.0046753814683937658 -0.0076549621638597066 0.0032120373518411791 0.0056602167365799689 -0.007225563786403961 0.0041904885608029067 0.00084116195128087145 -0.008612958190551202 0.0070034796646480614 -0.0078303102146224761 0.0014427424250915638 0.0065507076988413227 -0.00089648205471013864 0.0025470967909243573 0.0002368799995049509
leaf_weight=993 60 58 85 64 60 47 53 85 55 46 73 51 51 58 402 58 86 60 1293
leaf_count=993 60 58 85 64 60 47 53 85 55 46 73 51 51 58 402 58 86 60 1293
internal_value=0 0 -0.000209836 -0.000106654 -0.000212271 0.000476778 -0.000112602 0.00159537 0.000452362 -0.00150664 0.000401457 -0.00257889 0.000933605 -0.00299187 0.00207059 0.00361746 0.000870049 -9.77763e-05 -0.000167554
internal_weight=0 3678 2555 2470 2406 1123 735 388 303 187 688 104 584 131 453 116 132 2346 2286
internal_count=3738 3678 2555 2470 2406 1123 735 388 303 187 688 104 584 131 453 116 132 2346 2286
is_linear=0
shrinkage=0.0995203


Tree=2256
num_leaves=20
num_cat=0
split_feature=4 3 4 8 21 0 17 27 0 4 21 21 3 17 19 19 6 2 19
split_gain=0.102576 0.0566973 0.0508571 0.0417689 0.0641396 0.0783081 0.195842 0.143564 0.13319 0.188574 0.0428086 0.111266 0.195073 0.119763 0.09062 0.110958 0.083226 0.0731115 0.0491232
threshold=0.15730000000000002 0.15537500000000004 0.13584500000000002 -0.09547499999999999 0.10143500000000001 -0.100285 0.24923500000000007 0.076710000000000014 -0.089449999999999988 0.078635000000000024 0.09865500000000002 0.10403500000000003 0.099950000000000025 0.047990000000000012 0.11174500000000002 0.10583000000000002 -0.042294999999999992 -0.082644999999999982 0.096755000000000022
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 7 -1 -7 -10 14 12 -12 16 15 18 -13 -16 -5
right_child=-2 2 -4 10 -6 8 -8 -9 9 -11 11 13 -14 -15 17 -17 -18 -19 -20
leaf_value=-0.0069702164750394171 -0.0046802910697557919 7.6650661538817181e-05 0.004676211315871771 0.00028363802920121611 0.0015749067130292876 0.0035327756974376724 0.0021697059541315794 -0.00082279453624160186 -0.0062514401799230882 0.0014421899562907848 -0.0081629210538765734 -0.00034604260486788594 0.00075275450663092136 0.00315232737069972 -0.0052715677843416789 0.0045899716128008725 -0.004877340835284418 -0.0003889714280122623 -0.0029990616112638303
leaf_weight=97 48 49 47 2346 82 68 58 62 56 72 50 320 47 89 52 59 46 74 46
leaf_count=97 48 49 47 2346 82 68 58 62 56 72 50 320 47 89 52 59 46 74 46
internal_value=0 -4.97093e-05 0.00233705 -0.000113161 -0.000962659 -0.00146847 -0.00277088 -0.00457826 -2.23318e-05 -0.00191738 2.09663e-05 -0.000774096 -0.00383452 -0.000119856 0.000191588 0.00032569 -0.000917787 -0.00241051 0.000220167
internal_weight=0 3720 96 3624 495 413 217 159 196 128 3129 552 97 455 2577 2451 366 126 2392
internal_count=3768 3720 96 3624 495 413 217 159 196 128 3129 552 97 455 2577 2451 366 126 2392
is_linear=0
shrinkage=0.0995203


Tree=2257
num_leaves=15
num_cat=0
split_feature=4 0 3 26 2 5 7 0 5 8 0 20 0 1
split_gain=0.0831753 0.0525477 0.0778073 0.178249 0.0590002 0.060439 0.0563907 0.0625732 0.0486357 0.0689199 0.0485034 0.0556654 0.103307 0.0775251
threshold=0.15730000000000002 -0.044789999999999996 0.096510000000000026 0.056820000000000016 -0.055654999999999996 0.19791500000000004 -0.15142999999999998 -0.23998999999999998 0.064585000000000017 0.095985000000000015 -0.050494999999999991 -0.078104999999999994 -0.225295 0.25544500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 8 -3 -6 -1 -8 -4 -10 11 13 -13 -9
right_child=-2 2 3 -5 5 -7 7 10 9 -11 -12 12 -14 -15
leaf_value=-0.0033240810169514919 -0.0042145073238811634 -0.0029214442755853788 -0.0021283924148470254 0.0057620930393343789 -0.00104732304785965 0.0035189851786181225 0.0031589639465760119 0.00032458508193440876 0.0031834400051098076 -0.00083343413149533857 -0.0031268041332039205 -0.004576468391210925 -0.00028421068012392589 0.0044172505346489225
leaf_weight=56 48 72 56 85 76 46 56 725 88 81 55 57 2218 49
leaf_count=56 48 72 56 85 76 46 56 725 88 81 55 57 2218 49
internal_value=0 -4.47184e-05 0.000899838 0.00187872 -0.00066014 0.00066769 -0.000193 -0.000137254 0.000408033 0.00125335 -0.000196985 -0.000143867 -0.000392113 0.000584739
internal_weight=0 3720 504 310 194 122 3216 3160 225 169 3104 3049 2275 774
internal_count=3768 3720 504 310 194 122 3216 3160 225 169 3104 3049 2275 774
is_linear=0
shrinkage=0.0995203


Tree=2258
num_leaves=11
num_cat=0
split_feature=26 6 3 2 8 6 6 26 8 9
split_gain=0.0666933 0.0282335 0.0573415 0.0573794 0.0546727 0.102125 0.147401 0.109277 0.0758539 0.0428221
threshold=0.5128250000000002 -0.55466499999999985 -0.16443499999999997 0.42989000000000011 -0.092844999999999997 -0.082809999999999995 -0.101065 0.085355000000000028 -0.091600000000000001 0.089935000000000029
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -7 -6 -10
right_child=-2 2 3 -5 8 7 -8 -9 9 -11
leaf_value=0.0023846284610542987 -0.0036279389546494557 -0.0034871362140404451 -0.00079696439120242792 0.003257393216671197 0.0034564686262031812 -0.0036459777445878236 0.0051954834214140364 5.0506023899568851e-06 0.00032036430538493296 -0.00045750319186882736
leaf_weight=47 52 48 164 52 65 190 54 141 1812 1143
leaf_count=47 52 48 164 52 65 190 54 141 1812 1143
internal_value=0 -3.85871e-05 -6.98517e-05 -2.4326e-05 -7.23698e-05 -0.000986067 0.000683649 -0.00208823 9.34585e-05 1.92065e-05
internal_weight=0 3716 3669 3621 3569 549 218 331 3020 2955
internal_count=3768 3716 3669 3621 3569 549 218 331 3020 2955
is_linear=0
shrinkage=0.0995203


Tree=2259
num_leaves=16
num_cat=0
split_feature=4 0 2 27 2 5 4 4 29 4 21 1 3 3 18
split_gain=0.0732832 0.0468947 0.10718 0.10139 0.0734502 0.0763943 0.0502535 0.128531 0.110064 0.104881 0.11257 0.0717654 0.0986306 0.0662287 0.0434138
threshold=0.15730000000000002 -0.014889999999999999 0.10166000000000001 0.079300000000000023 -0.13535499999999998 0.10246000000000002 0.13881500000000005 0.12498500000000003 -0.039379999999999991 0.11338500000000003 0.087785000000000016 0.27552000000000004 0.10997000000000003 0.13775000000000004 -0.046804999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 14 -6 7 9 -9 11 -11 13 -13 -1 -3
right_child=-2 2 -4 -5 5 -7 -8 8 -10 10 -12 12 -14 -15 -16
leaf_value=-0.00026131920600298711 -0.003943382513595421 -0.0010159244660129252 0.004525530778167983 0.0039022684056379789 -0.0048056217459614345 -2.8315708931882625e-05 -0.0027351436304726357 0.0068218208584173911 0.00078117842078430388 -0.0058689184459478532 0.00015505314010175148 -0.00039114770760373093 0.0056525231736510662 0.0034655810111334229 0.0025722416532125837
leaf_weight=2838 48 58 70 61 62 72 73 47 83 66 57 57 50 48 78
leaf_count=2838 48 58 70 61 62 72 73 47 83 66 57 57 50 48 78
internal_value=0 -2.94276e-05 0.00098686 0.000236027 -0.00058924 -0.00224482 -0.000152462 -9.4127e-05 0.0029714 -0.000222284 -0.00307067 -0.000104954 0.00242535 -0.00019905 0.00103598
internal_weight=0 3720 401 331 270 134 3319 3246 130 3116 123 2993 107 2886 136
internal_count=3768 3720 401 331 270 134 3319 3246 130 3116 123 2993 107 2886 136
is_linear=0
shrinkage=0.0995203


Tree=2260
num_leaves=17
num_cat=0
split_feature=17 17 1 20 0 0 18 9 17 0 0 4 12 20 18 9
split_gain=0.072157 0.124141 0.0949698 0.0751316 0.0961575 0.134242 0.285611 0.263156 0.149321 0.146894 0.060225 0.0878804 0.129978 0.0482648 0.0604737 0.044784
threshold=0.10932500000000002 0.14342500000000005 -0.0076199999999999992 0.10252000000000001 -0.15468499999999999 -0.082794999999999994 -0.015069999999999998 0.091690000000000021 0.51174000000000019 -0.089965000000000003 0.16362500000000005 0.14903500000000006 0.094205000000000025 -0.23803499999999997 0.15891500000000006 0.11222500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 -3 6 -6 -7 -9 -8 11 12 13 -1 15 -15
right_child=1 3 -4 -5 5 7 9 8 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=0.0026437915930867554 0.0072300583933634106 0.0049311251802412071 0.0011639911771797033 -0.003184643171083103 -0.008187567767037527 0.0061600078812151775 -0.0015741162275247095 -0.0031467809832492794 0.00284222619311566 0.0049046604261895358 -0.0036786866551614126 0.0037480157001359648 -0.0054124492876416949 -0.00016738805768639858 -0.002804428313386884 0.0014514499536976151
leaf_weight=63 51 50 52 52 49 91 108 93 74 51 47 58 46 2599 82 181
leaf_count=63 51 50 52 52 49 91 108 93 74 51 47 58 46 2599 82 181
internal_value=0 0.000995844 0.00417553 0.000417805 0.00078243 0.000335533 -0.00154355 0.00185362 -0.000488067 0.000498834 -0.000143114 -8.79837e-05 -0.000163146 -8.03127e-05 -0.000140563 -6.16944e-05
internal_weight=0 671 103 568 516 466 208 258 167 159 3076 3029 2971 2925 2862 2780
internal_count=3747 671 103 568 516 466 208 258 167 159 3076 3029 2971 2925 2862 2780
is_linear=0
shrinkage=0.0995203


Tree=2261
num_leaves=19
num_cat=0
split_feature=17 18 2 3 2 0 9 21 20 20 17 0 17 2 9 3 9 21
split_gain=0.0585243 0.111227 0.0772892 0.14903 0.0786957 0.0873631 0.310412 0.136295 0.0545414 0.0817699 0.0635937 0.0634336 0.151136 0.0966441 0.0613541 0.13518 0.105892 0.0465395
threshold=0.10932500000000002 -0.083039999999999989 -0.087444999999999995 0.085965000000000028 0.14153500000000005 -0.082794999999999994 0.091690000000000021 0.095970000000000014 0.10634000000000003 0.09327000000000002 0.084010000000000015 0.076335000000000014 -0.087329999999999991 -0.24151999999999998 0.083795000000000022 0.084550000000000028 0.083235000000000017 0.10886500000000003
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 7 -7 -5 9 10 11 14 13 -13 16 -16 -1 -10
right_child=1 2 3 4 -6 6 -8 -9 17 -11 -12 12 -14 -15 15 -17 -18 -19
leaf_value=0.00043046052921458082 0.0049872036142163123 0.0032409424583598567 -0.0046739089185215731 -0.0029757223907693055 0.0045438196140953017 0.0065157430554506962 -0.0011399503253661956 0.0031700498082928631 0.004170840257096969 -0.0040550777560671349 -0.0038167164433508811 -0.0025434116125105347 -0.0066810404341186101 0.0031070614241043471 -0.0028066327827858803 1.3572402843318871e-06 0.0047757702218207869 0.00032431541039138411
leaf_weight=760 60 87 59 139 46 80 152 48 52 54 46 69 48 53 189 1666 60 79
leaf_count=760 60 87 59 139 46 80 152 48 52 54 46 69 48 53 189 1666 60 79
internal_value=0 0.000896859 0.000493848 3.61845e-05 0.00063557 0.000204548 0.00149642 -0.00139382 -0.000128872 -0.000217505 -0.000145541 -8.58946e-05 -0.00195007 -8.19876e-05 3.22701e-05 -0.000284299 0.000749409 0.00185743
internal_weight=0 671 611 524 465 419 232 187 3076 2945 2891 2845 170 122 2675 1855 820 131
internal_count=3747 671 611 524 465 419 232 187 3076 2945 2891 2845 170 122 2675 1855 820 131
is_linear=0
shrinkage=0.0995203


Tree=2262
num_leaves=15
num_cat=0
split_feature=8 2 2 8 18 9 3 5 18 2 8 2 1 3
split_gain=0.0538459 0.075921 0.0665191 0.0583721 0.0495294 0.0705135 0.0992358 0.105712 0.0659287 0.0638353 0.149544 0.14479 0.0365391 0.0295681
threshold=-0.50270999999999988 0.31326500000000007 0.15165000000000003 -0.53420999999999996 -0.098315 0.099985000000000018 0.084795000000000023 0.0076350000000000012 -0.093649999999999997 -0.083254999999999982 -0.085385000000000003 -0.082830000000000001 0.0099250000000000015 0.11578500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 6 -2 -8 -6 10 -10 -11 -3 -7
right_child=1 12 -4 -5 8 13 7 -9 9 11 -12 -13 -14 -15
leaf_value=0.0001609380922816587 0.002606645647023011 0.0047333713607590477 -0.0036062838366419906 -0.0047828195061945886 0.0029389853014771114 0.0033818324681478685 -0.0056693847733779263 -0.0011922251551046705 0.0011715962098300882 0.0054872839127817208 -0.001348885414040446 0.00034876403027511905 0.00084357431303865265 -0.00011400199549245596
leaf_weight=47 53 50 49 47 87 47 64 289 357 56 671 1835 47 48
leaf_count=47 53 50 49 47 87 47 64 289 357 56 671 1835 47 48
internal_value=0 0.000109937 3.47706e-05 -0.00230223 8.58771e-05 -0.000829875 -0.00140207 -0.00200627 0.000238775 0.000158015 -0.000472786 0.000501369 0.00285707 0.0016069
internal_weight=0 3653 3556 94 3507 501 406 353 3006 2919 1028 1891 97 95
internal_count=3747 3653 3556 94 3507 501 406 353 3006 2919 1028 1891 97 95
is_linear=0
shrinkage=0.0995203


Tree=2263
num_leaves=28
num_cat=0
split_feature=17 17 8 20 1 20 6 5 26 3 20 8 8 8 8 2 3 17 8 17 26 2 2 3 2 3 5
split_gain=0.0460363 0.0999553 0.162533 0.0678076 0.0782817 0.263936 0.262072 0.173336 0.15754 0.15642 0.0735768 0.117952 0.0516232 0.0481397 0.0951577 0.115171 0.114967 0.132012 0.0894925 0.116354 0.0642849 0.0531696 0.114492 0.293767 0.0986013 0.105851 0.0892839
threshold=0.10932500000000002 0.14342500000000005 -0.085605000000000001 0.10252000000000001 -0.050379999999999994 -0.014534999999999999 -0.012574999999999999 -0.040404999999999996 0.096980000000000025 0.090295000000000028 -0.077394999999999992 -0.084855 -0.48834 -0.092299999999999993 -0.094375000000000001 0.31326500000000007 0.094185000000000033 -0.0082649999999999998 -0.090440000000000006 -0.0094900000000000002 0.091400000000000023 -0.083204999999999987 -0.084114999999999981 0.087745000000000031 -0.082704999999999987 0.08920500000000002 -0.019465
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 4 7 10 -7 -3 9 -9 11 -6 -1 14 15 16 17 -14 19 -15 -18 22 26 -24 -23 -26 -20
right_child=1 3 -4 -5 5 6 -8 8 -10 -11 -12 -13 13 18 -16 -17 20 -19 21 -21 -22 24 23 -25 25 -27 -28
leaf_value=-0.0025224895625538175 0.0073387116693352213 -0.005526041746420172 -0.00057155997433796211 -0.0031501385805358575 0.0041877924298953087 0.0003005129612447135 0.010058593402762385 -0.0016734774895667687 -0.0040061098896327727 0.0057860110790665257 -0.0033400088520270689 -0.0020184221812517872 -0.0016245751482125239 0.00024471113671153076 0.0042649758798343441 0.0040274336004930914 -0.0053563613757427169 0.0040101228046869929 0.0017656352940363829 -0.0063982963879433835 -0.0005377111545510052 0.0042688019391235454 0.0019441007976829757 -0.0087591279559426968 0.0014744506703578777 -0.00041491260601045907 -0.0007902358313186254
leaf_weight=86 55 57 48 52 56 51 59 46 47 70 64 66 87 52 71 65 59 78 168 52 52 59 47 55 409 1041 695
leaf_count=86 55 57 48 52 56 51 59 46 47 70 64 66 87 52 71 65 59 78 168 52 52 59 47 55 409 1041 695
internal_value=0 0.000791392 0.00364443 0.000272587 0.000619099 0.00167677 0.00554184 -0.000800225 0.00084734 0.00282088 -0.000604624 0.000823623 -0.000118342 -4.89192e-05 0.00094962 0.000256924 -0.000628092 0.00103414 -0.000208817 -0.00306892 -0.00310635 -8.82553e-05 -0.000665438 -0.00381922 0.000280309 0.000117454 -0.000291736
internal_weight=0 671 103 568 516 296 110 220 163 116 186 122 3076 2990 412 341 276 165 2578 104 111 2474 965 102 1509 1450 863
internal_count=3747 671 103 568 516 296 110 220 163 116 186 122 3076 2990 412 341 276 165 2578 104 111 2474 965 102 1509 1450 863
is_linear=0
shrinkage=0.0995203


Tree=2264
num_leaves=23
num_cat=0
split_feature=7 21 30 26 21 6 20 21 6 0 1 6 6 6 0 20 3 9 20 8 3 4
split_gain=0.0935059 0.0469491 0.0968578 0.0974836 0.147076 0.152829 0.107542 0.0909175 0.197847 0.106287 0.115099 0.120077 0.191704 0.140297 0.118062 0.082592 0.16054 0.141279 0.132154 0.0793198 0.0573438 0.0565199
threshold=0.097640000000000018 0.089665000000000022 0.10000000000000002 0.083970000000000031 0.088010000000000019 -0.0092549999999999993 -0.080754999999999993 0.09185500000000002 -0.095814999999999997 -0.0033699999999999997 0.012830000000000003 -0.070864999999999997 -0.09007999999999998 -0.065394999999999995 -0.094389999999999988 -0.086134999999999989 0.090595000000000023 0.095285000000000022 -0.048779999999999997 0.095985000000000015 0.11642500000000001 0.10404000000000002
decision_type=2 2 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 15 5 6 -5 8 -3 10 14 12 -12 -13 -9 16 -1 18 -17 -19 -7 -16
right_child=-2 7 -4 4 -6 20 -8 9 -10 -11 11 13 -14 -15 21 17 -18 19 -20 -21 -22 -23
leaf_value=-0.0041176644113274834 -0.0036288987111822938 0.0021368520915876097 -0.0031600055770907415 -0.00015954796372072246 0.0056394757998800404 0.00027131596413899461 -0.0041914972430719755 0.004792637490629921 -0.0060573280658256764 -0.0040843160394783973 -0.00058911718171454283 0.0057702426087680482 -0.0068473899881482279 -0.00077019440678675118 9.3408317261243627e-05 0.0054176828527979183 0.0023201261017249055 -0.0029097680643301641 0.0017818966991484111 0.0016279010754341381 0.0032397401436531212 0.003841721026869499
leaf_weight=72 61 48 69 130 47 1266 133 88 74 57 224 51 62 89 265 123 82 85 516 69 68 47
leaf_count=72 61 48 69 130 47 1266 133 88 74 57 224 51 62 89 265 123 82 85 516 69 68 47
internal_value=0 0.000299001 0.000518052 0.000616317 0.000152454 -8.51812e-06 -0.00220163 -0.00027996 -0.00282668 7.09811e-05 0.000358718 -0.000778366 -0.00194867 0.00160655 0.00157176 0.00142072 -0.000684435 0.00183058 0.00248302 -0.000871341 0.000423244 0.000660682
internal_weight=0 3665 2660 2591 1644 1597 263 1005 122 883 826 426 286 140 400 947 154 793 639 154 1334 312
internal_count=3726 3665 2660 2591 1644 1597 263 1005 122 883 826 426 286 140 400 947 154 793 639 154 1334 312
is_linear=0
shrinkage=0.0995203


Tree=2265
num_leaves=14
num_cat=0
split_feature=7 3 2 26 26 29 18 2 6 8 8 21 19
split_gain=0.075825 0.0453611 0.0536695 0.0486981 0.089845 0.0669137 0.0572456 0.0571756 0.0907551 0.056889 0.0826778 0.0631873 0.0453712
threshold=0.097640000000000018 -0.15154999999999999 0.50951500000000005 -0.081709999999999991 -0.084904999999999994 -0.0094649999999999995 -0.12363 -0.0043799999999999993 -0.10754999999999999 -0.092844999999999997 -0.097249999999999989 0.096850000000000033 0.07882500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 7 -3 8 -5 10 -7 -11 -8
right_child=-2 2 -4 5 -6 9 12 -9 -10 11 -12 -13 -14
leaf_value=-0.0025656540220849711 -0.0032677499661649015 0.0031756133481415346 0.0036917096255708929 0.0028241888167560877 0.0050893148249738542 -8.5075449172009003e-05 0.00064118136616945858 -0.0037120542358886574 -0.0030557646706140338 0.00066184183020794724 -0.0033902151822306592 -0.00066804996854726928 -0.0026496861449068656
leaf_weight=55 61 76 46 51 53 358 270 80 53 2052 95 427 49
leaf_count=55 61 76 46 51 53 358 270 80 53 2052 95 427 49
internal_value=0 0.000269267 0.000312685 0.000268843 0.00123925 0.000129061 0.000720585 -0.00171134 -0.000164455 0.000244836 -0.000780014 0.000432442 0.000133121
internal_weight=0 3665 3610 3564 448 3116 395 184 104 2932 453 2479 319
internal_count=3726 3665 3610 3564 448 3116 395 184 104 2932 453 2479 319
is_linear=0
shrinkage=0.0995203


Tree=2266
num_leaves=18
num_cat=0
split_feature=29 20 20 20 26 5 5 17 3 21 21 26 20 5 5 20 30
split_gain=0.0692527 0.0395338 0.130658 0.0942764 0.0920781 0.0894749 0.174739 0.185647 0.125105 0.0882301 0.200956 0.191583 0.0535147 0.0517118 0.124146 0.061725 0.0645194
threshold=0.12669500000000003 -0.049534999999999996 -0.058504999999999995 -0.028439999999999997 -0.091484999999999997 -0.11517000000000001 -0.02504 -0.065004999999999993 0.11926500000000002 0.090995000000000006 0.10143500000000001 0.086365000000000011 -0.097019999999999995 -0.53979999999999995 -0.50749999999999995 -0.0096699999999999998 0.094490000000000018
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 12 9 7 -7 -8 11 -11 -6 -1 -5 -15 -16 -17
right_child=-2 3 -4 13 5 6 8 -9 -10 10 -12 -13 -14 14 15 16 -18
leaf_value=0.00028040926824330259 -0.0034877226370358216 0.0037469465061524929 -0.0054271799480148679 0.003588099176600999 -0.0036189191908100899 -0.0017360014690681984 -0.0015047916744328107 0.0042740112703127065 0.0026487034024262456 -0.0086122408791891314 0.0004016153734343142 0.0043762497588660165 0.0039023141643472923 -0.004520641756367451 -0.0022334116238499017 0.00060221132909166468 -0.0023104165319491818
leaf_weight=78 50 84 46 48 73 74 460 162 85 52 46 50 85 52 85 2118 78
leaf_count=78 50 84 46 48 73 74 460 162 85 52 46 50 85 52 85 2118 78
internal_value=0 0.00024031 -0.000224867 0.000469173 -1.8751e-05 -0.000376298 0.000122974 0.00238605 -0.000855497 -0.0021444 -0.0043729 -0.000362195 0.00217416 0.000353192 0.000286284 0.000396227 0.000498385
internal_weight=0 3676 1211 2465 1165 1002 781 236 545 221 98 123 163 2381 2333 2281 2196
internal_count=3726 3676 1211 2465 1165 1002 781 236 545 221 98 123 163 2381 2333 2281 2196
is_linear=0
shrinkage=0.0995203


Tree=2267
num_leaves=16
num_cat=0
split_feature=29 8 9 9 9 5 26 5 8 18 5 5 1 5 3
split_gain=0.0561573 0.0354003 0.0372467 0.269951 0.164398 0.0792316 0.21021 0.138939 0.115545 0.0937433 0.0511235 0.0954938 0.0776142 0.0618691 0.0708736
threshold=0.12669500000000003 -0.51030999999999993 0.090695000000000012 0.091200000000000017 0.090255000000000016 0.066815000000000027 0.088825000000000029 0.062500000000000014 -0.42187000000000002 -0.023444999999999997 -0.082635 -0.095609999999999987 0.10055500000000002 -0.076589999999999991 0.093245000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 9 8 -3 -7 11 12 -5 -12 -15
right_child=-2 2 3 10 -6 6 -8 -9 -10 -11 13 -13 -14 14 -16
leaf_value=0.0025561411608941318 -0.0031406238060409327 0.004722601325830177 0.008099487806934768 0.0029086430741984098 -0.0055894623234048835 0.001337569481758367 -0.0058637184880086851 0.0056618609234195269 5.2375994140027853e-05 -0.0025040963629378563 0.0039436602630508492 -0.0047151695538770935 -0.0010474770618334416 -0.0014871895240594199 0.00091849055779825908
leaf_weight=63 50 54 46 67 52 179 78 47 1867 97 55 51 184 147 689
leaf_count=63 50 54 46 67 52 179 78 47 1867 97 55 51 184 147 689
internal_value=0 0.000216394 0.000175369 0.000617733 -5.51573e-05 6.84282e-05 -0.00130182 0.000315321 0.000184084 -9.61536e-06 0.000328563 -0.000789174 5.27796e-06 0.000708333 0.000494503
internal_weight=0 3676 3613 1239 2374 2322 354 1968 1921 276 1193 302 251 891 836
internal_count=3726 3676 3613 1239 2374 2322 354 1968 1921 276 1193 302 251 891 836
is_linear=0
shrinkage=0.0995203


Tree=2268
num_leaves=8
num_cat=0
split_feature=18 21 29 24 12 9 4
split_gain=0.109265 0.120191 0.0852781 0.0583229 0.0541971 0.0734528 0.120947
threshold=-0.46510999999999997 -0.096850000000000006 -0.11266 0.10636500000000003 0.097490000000000021 -0.26414499999999996 0.14221500000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=-0.0040265167292410668 -0.0036394186148416777 0.0040721327970435232 -0.0036242422470607709 -0.0034332696031956107 0.0034903260749815034 7.2827226963286421e-05 0.0051046938117794904
leaf_weight=66 85 54 52 46 47 3341 48
leaf_count=66 85 54 52 46 47 3341 48
internal_value=0 5.89546e-05 0.000146798 8.65862e-05 0.000133241 8.71492e-05 0.000144338
internal_weight=0 3673 3588 3534 3488 3441 3389
internal_count=3739 3673 3588 3534 3488 3441 3389
is_linear=0
shrinkage=0.0995203


Tree=2269
num_leaves=9
num_cat=0
split_feature=19 29 6 0 27 12 23 3
split_gain=0.130786 0.0736406 0.0957175 0.0634063 0.0547063 0.0572124 0.0494127 0.019926
threshold=-0.07525999999999998 -0.11266 0.21988000000000005 -0.23177499999999998 -0.038765000000000001 0.097490000000000021 1.0000000180025095e-35 0.10525500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 6 -6 -3
right_child=1 2 -4 4 5 -7 -8 -9
leaf_value=-0.0039924464620887667 0.0035931768321628534 -0.00096711352920018998 -0.004349929632557036 -0.0025093469603205856 0.00020518803640485881 0.0036941103866103852 -0.0030437854179922977 -0.0038952053016499391
leaf_weight=80 58 46 49 75 3290 46 47 48
leaf_count=80 58 46 49 75 3290 46 47 48
internal_value=0 7.51799e-05 1.82894e-05 7.87797e-05 0.000148329 0.00020749 0.000159182 -0.00247102
internal_weight=0 3659 3601 3552 3458 3383 3337 94
internal_count=3739 3659 3601 3552 3458 3383 3337 94
is_linear=0
shrinkage=0.0995203


Tree=2270
num_leaves=13
num_cat=0
split_feature=19 20 9 9 9 9 19 18 18 3 2 5
split_gain=0.109513 0.105283 0.0623625 0.147842 0.124274 0.097977 0.0718772 0.0758782 0.280876 0.0734499 0.0577251 0.0733562
threshold=-0.15196499999999999 -0.40431 0.094835000000000017 0.09550500000000002 0.094010000000000024 0.096225000000000019 0.13159000000000004 0.088250000000000009 0.089775000000000021 0.094045000000000031 -0.021165 0.054660000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -5 7 9 -9 -3 11 -7
right_child=1 2 3 5 -6 10 -8 8 -10 -11 -12 -13
leaf_value=-0.0045908233193844745 -0.0046783508889006765 0.0002012355627988542 0.005867998173427022 -0.0034064567897562239 -0.0040238031333229632 0.0018985431809596721 -0.0034319104783093386 0.0079499643852364767 0.00037374080406386454 -0.0010569486960285163 -0.0024737350615901153 -0.0003121648732961938
leaf_weight=51 46 1511 55 58 78 411 59 54 476 660 48 232
leaf_count=51 46 1511 55 58 78 411 59 54 476 660 48 232
internal_value=0 5.2599e-05 0.000112578 0.000886403 -0.000106357 0.000519505 4.05687e-06 7.94145e-05 0.0011472 -0.000180885 0.000850221 0.00109963
internal_weight=0 3688 3642 804 2838 749 2760 2701 530 2171 691 643
internal_count=3739 3688 3642 804 2838 749 2760 2701 530 2171 691 643
is_linear=0
shrinkage=0.0995203


Tree=2271
num_leaves=10
num_cat=0
split_feature=19 0 21 29 21 21 9 9 26
split_gain=0.0921595 0.188852 0.0613568 0.054676 0.0423547 0.0681006 0.0415926 0.173258 0.0964472
threshold=-0.031244999999999998 -0.069294999999999982 -0.096850000000000006 -0.11266 -0.085914999999999991 -0.084574999999999997 0.085765000000000022 0.086070000000000021 0.08919500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6 8 -8 -7
right_child=2 -3 3 4 5 6 7 -9 -10
leaf_value=-0.0075628543978527142 -0.0025875567172634712 0.0012553310454656217 0.0032764677994575231 0.0022793387217088954 -0.0037729841372907682 -0.0005754880768835569 0.006235185934425222 0.00023742436755637791 0.0020840528911012972
leaf_weight=47 84 49 54 85 46 1348 49 1827 150
leaf_count=47 84 49 54 85 46 1348 49 1827 150
internal_value=0 -0.00305338 7.04717e-05 0.000133437 8.478e-05 2.99975e-05 8.20887e-05 0.000394519 -0.000308632
internal_weight=0 96 3643 3559 3505 3420 3374 1876 1498
internal_count=3739 96 3643 3559 3505 3420 3374 1876 1498
is_linear=0
shrinkage=0.0995203


Tree=2272
num_leaves=28
num_cat=0
split_feature=17 18 0 17 17 18 3 0 26 26 1 26 2 19 0 0 18 1 22 4 4 8 4 8 2 26 2
split_gain=0.0447347 0.121972 0.187361 0.149541 0.166198 0.1271 0.254863 0.394685 0.095109 0.175699 0.170077 0.13673 0.186011 0.123871 0.124841 0.261307 0.0976255 0.0979742 0.08667 0.0961454 0.154874 0.14401 0.0954793 0.0896192 0.08418 0.132054 0.0847156
threshold=-0.043894999999999997 -0.090899999999999995 -0.087184999999999999 -0.036600000000000001 -0.030214999999999999 -0.07989499999999998 0.087625000000000022 -0.082794999999999994 0.086255000000000012 0.084645000000000012 -0.017214999999999998 0.08919500000000001 -0.085944999999999994 0.0069650000000000016 -0.067839999999999998 -0.050494999999999991 -0.09053499999999999 -0.090374999999999997 0.088845000000000021 0.10343500000000001 0.10739000000000003 -0.011315 0.09939000000000002 -0.013304999999999999 -0.078289999999999985 0.091025000000000023 -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 2 2
left_child=8 2 -2 -3 -5 6 -6 -8 9 18 -11 12 -10 14 16 -16 -13 -18 19 22 -21 -22 23 -1 25 -7 -26
right_child=1 3 -4 4 5 24 7 -9 11 10 -12 13 -14 -15 15 -17 17 -19 -20 20 21 -23 -24 -25 26 -27 -28
leaf_value=0.0020571861366580121 -0.00072686823814011557 -0.0055057490048522027 0.0072777947628265872 0.0054491527807829848 0.0015145005843476981 -0.0016303236731355622 -0.013074491056659917 -0.00061699509356000866 0.00035099755865844321 -0.00044738934669058094 -0.0084407677048420008 -0.0028927381225535283 0.006968316626884713 -0.0041773168275517185 0.0081479786746351361 -0.00094227299295365611 -0.0028105355958349307 0.0025024558666890489 0.0042251006775972594 -0.005827277694926301 -0.0027007020257767559 0.0039665817158666267 0.0047730847497329254 -0.00077118249804870311 0.0040815412113048696 0.0013408215399919573 0.00016002543706335347
leaf_weight=173 65 57 52 48 71 657 46 56 82 59 48 88 87 51 63 62 46 135 51 66 77 55 51 309 58 191 932
leaf_count=173 65 57 52 48 71 657 46 56 82 59 48 88 87 51 63 62 46 135 51 66 77 55 51 309 58 191 932
internal_value=0 -0.000303195 0.00282376 -0.000476481 -0.000336856 -0.000475368 -0.00305462 -0.00624311 0.000399064 -0.000258088 -0.00404086 0.00135188 0.00376239 0.000434581 0.00103363 0.00363267 -0.000171056 0.00114767 0.000258457 -1.71663e-05 -0.00189087 7.11316e-05 0.000677346 0.000242281 -0.000232153 -0.00096015 0.000390598
internal_weight=0 2233 117 2116 2059 2011 173 102 1503 889 107 614 169 445 394 125 269 181 782 731 198 132 533 482 1838 848 990
internal_count=3736 2233 117 2116 2059 2011 173 102 1503 889 107 614 169 445 394 125 269 181 782 731 198 132 533 482 1838 848 990
is_linear=0
shrinkage=0.0995203


Tree=2273
num_leaves=26
num_cat=0
split_feature=17 17 0 3 18 6 6 18 1 8 3 8 18 6 6 8 1 2 0 5 5 1 17 18 1
split_gain=0.036818 0.0894331 0.0565182 0.0773716 0.0713792 0.0650557 0.151922 0.134654 0.259824 0.123409 0.163798 0.119252 0.314922 0.383819 0.143892 0.226345 0.113121 0.061883 0.0520592 0.0721764 0.0982784 0.218827 0.200714 0.136138 0.18385
threshold=-0.011809999999999999 -0.0096999999999999986 0.042275000000000014 0.10636500000000003 -0.098315 0.091495000000000007 0.089725000000000013 -0.007069999999999999 -0.078729999999999994 -0.077604999999999993 0.096510000000000026 -0.085764999999999994 -0.034774999999999993 -0.077560000000000004 -0.089284999999999989 -0.086914999999999992 -0.092954999999999996 -0.076615000000000003 0.061855000000000014 0.054660000000000007 -0.014739999999999998 -0.0090649999999999984 -1.0000000180025095e-35 -0.080424999999999996 -0.081594999999999987
decision_type=2 2 2 2 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 11 9 -9 -7 -11 14 16 -14 17 -16 -13 -1 19 20 23 22 -22 -3 -25
right_child=1 18 3 -5 -6 7 -8 8 -10 10 -12 12 13 -15 15 -17 -18 -19 -20 -21 21 -23 -24 24 -26
leaf_value=0.0039378219535573982 -0.0044750484833800779 -0.0043601320950545893 2.4356648101894998e-05 0.0010120158637528243 -0.0048972344510622642 -0.0018428685085837419 0.0053641984080589206 -0.0085060096067458551 0.00048895994057750951 0.007197514519470212 -0.00094123974616596915 -0.0039177230495440465 0.00031890769153167486 0.0073642209178962298 -0.00081250972477267102 -0.0083738454144581826 0.00033205120655507565 -0.00054024031293804548 0.0024329093156162016 -0.0031806268292076346 -0.00040764726356340344 -0.0044796299698314805 0.0056840728242421477 -0.0039611517024809358 9.9517581118865311e-05
leaf_weight=68 50 85 49 87 71 83 69 54 77 52 46 72 157 150 216 48 447 55 71 83 97 48 119 121 1261
leaf_count=68 50 85 49 87 71 83 69 54 77 52 46 72 157 150 216 48 447 55 71 83 97 48 119 121 1261
internal_value=0 -0.000320012 0.000305203 -0.00124071 -0.00288076 0.000506472 0.000820432 -0.000780959 -0.00321264 0.000974467 0.00336893 0.000561291 0.00123713 0.00376391 -0.000879088 -0.0021904 -0.000255936 0.00192878 -0.000209365 -0.000313235 -0.000175273 0.00159168 0.00294465 -0.00049381 -0.000255419
internal_weight=0 1935 1801 207 120 1594 1282 312 131 181 98 1213 826 307 387 264 519 123 1885 1814 1731 264 216 1467 1382
internal_count=3736 1935 1801 207 120 1594 1282 312 131 181 98 1213 826 307 387 264 519 123 1885 1814 1731 264 216 1467 1382
is_linear=0
shrinkage=0.0995203


Tree=2274
num_leaves=30
num_cat=0
split_feature=21 21 3 21 21 2 6 0 21 21 21 21 8 8 0 18 2 8 0 18 8 5 1 6 6 26 2 2 6
split_gain=0.0312147 0.0755277 0.0759553 0.218063 0.162415 0.166213 0.131023 0.0936006 0.0826152 0.135257 0.131377 0.0747732 0.0594738 0.147498 0.338318 0.114868 0.185078 0.144591 0.252828 0.114402 0.218056 0.121776 0.0752913 0.0708967 0.298679 0.207182 0.0980811 0.0805408 0.0260542
threshold=0.086690000000000017 0.087625000000000022 0.089895000000000017 0.089755000000000015 0.091135000000000022 -0.079555000000000001 -0.088215000000000002 -0.20796499999999998 0.10068500000000002 0.09407500000000002 0.10526500000000003 0.085470000000000018 -0.070134999999999989 -0.052214999999999998 -0.065519999999999981 -0.093649999999999997 -0.085944999999999994 -0.077074999999999991 -0.077174999999999994 -0.022504999999999997 -0.086304999999999993 -0.018754999999999997 -0.073844999999999994 0.089725000000000013 0.095760000000000026 1.0000000180025095e-35 0.11392500000000001 -0.035314999999999992 -0.14723999999999998
decision_type=2 2 2 2 2 2 2 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 -2 3 -3 5 -4 28 -6 9 -9 -10 12 15 14 -14 16 -1 19 -19 20 -17 -21 -20 25 -25 26 -15 -26 -5
right_child=1 2 4 6 7 -7 -8 8 10 -11 -12 -13 13 23 -16 17 -18 18 22 21 -22 -23 -24 24 27 -27 -28 -29 -30
leaf_value=0.00019407671776344276 0.0041532917917626744 -0.0070410075347305647 0.0077650060737706481 -0.0033561282061771122 0.0042845677594749668 0.0004314431207521992 0.003895179916294257 0.0013458900200683929 0.004293567672965873 -0.0037022249232031 -0.00015156255259558948 -0.0034937062071089 -0.0077934514129265071 0.00054235170896812796 0.0019353873026453942 -0.0071959538258750825 0.0079682576260924464 -0.0029854571566562764 0.008898007530584685 -0.00057061097990702687 -0.00076365228950513479 0.0017627442319284518 0.003197023145718225 0.0082196293221710685 -0.0027794710675388872 -0.0061951756424358908 -0.0037249055546014799 0.0023149716609189874 -0.00039058885977342149
leaf_weight=83 51 52 60 52 50 63 64 85 78 137 421 67 84 382 61 61 48 46 46 612 365 347 47 48 85 62 62 48 69
leaf_count=83 51 52 60 52 50 63 64 85 78 137 421 67 84 382 61 61 48 46 46 612 365 347 47 48 85 62 62 48 69
internal_value=0 0.000406026 0.000236327 -0.00134654 0.000656861 0.00401545 0.000249648 0.000119993 -0.000167677 -0.0017657 0.000541627 -0.000212497 -0.000123772 -0.000810377 -0.00369498 0.000220903 0.00304888 -2.16473e-05 0.00303768 -0.000329276 -0.00168663 0.000272826 0.00602567 -0.000200353 0.00148843 -0.000806061 -5.16831e-05 -0.00093472 -0.0016718
internal_weight=0 1182 1131 237 894 123 185 771 721 222 499 2554 2487 832 145 1655 131 1524 139 1385 426 959 93 687 181 506 444 133 121
internal_count=3736 1182 1131 237 894 123 185 771 721 222 499 2554 2487 832 145 1655 131 1524 139 1385 426 959 93 687 181 506 444 133 121
is_linear=0
shrinkage=0.0995203


Tree=2275
num_leaves=12
num_cat=0
split_feature=9 9 1 9 29 30 8 2 38 1 29
split_gain=0.0301892 0.0459471 0.0873348 0.0805528 0.156194 0.0488415 0.0673647 0.105335 0.0512862 0.0638752 0.0358676
threshold=0.13642500000000005 0.11640000000000002 0.0043150000000000011 0.11296000000000002 0.12951500000000005 0.090320000000000025 -0.012329999999999999 -0.0097149999999999997 -0.051829999999999994 0.51334500000000016 -0.11266
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 8 7 -7 -1 -10 -2
right_child=10 2 -4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=0.0029704240497892783 0.0003489322801119074 -0.00082207897824187646 0.0052974970782263134 -0.0039505521364952322 0.0057942539455114418 0.0031913779343388181 -0.0049192246694917041 -0.0031365799282496326 4.4373195264470998e-05 -0.0032882657348869172 -0.0033357806064201923
leaf_weight=58 47 46 46 51 46 46 47 60 3173 58 58
leaf_count=58 47 46 46 51 46 46 47 60 3173 58 58
internal_value=0 3.30142e-05 0.00222881 -2.38366e-05 3.33435e-05 -4.34094e-05 -0.00178167 -0.000382762 3.72032e-05 -1.5198e-05 -0.00167864
internal_weight=0 3631 92 3539 3488 3442 153 106 3289 3231 105
internal_count=3736 3631 92 3539 3488 3442 153 106 3289 3231 105
is_linear=0
shrinkage=0.0995203


Tree=2276
num_leaves=13
num_cat=0
split_feature=2 2 5 1 3 3 5 1 1 2 6 19
split_gain=0.0482794 0.0483232 0.0743151 0.0456483 0.11108 0.117252 0.11642 0.0502317 0.130341 0.10771 0.0700519 0.0428183
threshold=0.50951500000000005 -0.241895 0.63223000000000018 -0.37983499999999998 0.096510000000000026 0.086605000000000029 0.25642500000000007 -0.10771499999999999 -0.095674999999999996 -0.14091999999999996 0.085120000000000015 -0.050215000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 9 -9 -5 -11 -10
right_child=-2 2 -4 7 6 -7 -8 8 11 10 -12 -13
leaf_value=0.0027660258405063959 0.0029554443986607019 0.0027008144324377169 -0.0035094191600691009 0.0014676863992297098 0.007235283760448223 -0.0041161592000901071 0.00035473915396898775 0.0050790309636968966 -0.00296147972369984 -0.0054117649395245904 -0.0010157197160442597 3.7577284704566234e-06
leaf_weight=62 56 48 60 78 50 52 48 50 49 69 76 3044
leaf_count=62 56 48 60 78 50 52 48 50 49 69 76 3044
internal_value=0 1.09301e-05 -3.59787e-05 2.22671e-05 0.00149096 -0.000835826 0.00387358 -6.38832e-05 3.82684e-05 -0.0015073 -0.00311328 -4.29536e-05
internal_weight=0 3686 3624 3564 198 100 98 3366 3143 223 145 3093
internal_count=3742 3686 3624 3564 198 100 98 3366 3143 223 145 3093
is_linear=0
shrinkage=0.0995203


Tree=2277
num_leaves=13
num_cat=0
split_feature=4 21 20 21 20 8 4 2 29 35 8 21
split_gain=0.0466489 0.0604609 0.102615 0.0975384 0.0910466 0.0921583 0.116567 0.0800225 0.0632477 0.115399 0.0786147 0.058709
threshold=0.14903500000000006 -0.042694999999999997 -0.17097999999999999 -0.020715000000000001 -0.0093149999999999986 -0.087245000000000003 0.10054500000000002 -0.085944999999999994 -0.091704999999999995 -0.082404999999999992 -0.50270999999999988 -0.0050399999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -4 7 -7 -5 -10 -11 -12
right_child=-2 3 4 8 -6 6 -8 -9 9 10 11 -13
leaf_value=0.0053159758576600659 0.0025408728098595388 -0.0044094882956484402 -0.0036365980977454094 -0.0031139474769667662 0.0036306685238887935 -0.00072335701568451097 -0.0034952932546469286 0.0043905244620408811 0.0049471245573057109 -0.0034723276273615883 0.0026769821074502081 -7.150692038835703e-05
leaf_weight=52 73 52 64 66 72 50 46 76 46 66 79 3000
leaf_count=52 73 52 64 66 72 50 46 76 46 66 79 3000
internal_value=0 0 0.00122502 -0.000133055 0.000531679 -0.000410307 0.000785414 0.00235471 -6.45273e-05 -1.19907e-06 -7.38356e-05 -7.21151e-07
internal_weight=0 3669 360 3309 308 236 172 126 3257 3191 3145 3079
internal_count=3742 3669 360 3309 308 236 172 126 3257 3191 3145 3079
is_linear=0
shrinkage=0.0995203


Tree=2278
num_leaves=18
num_cat=0
split_feature=18 8 18 8 4 5 20 2 21 38 18 17 3 21 21 2 21
split_gain=0.0440997 0.107772 0.158472 0.189303 0.257441 0.0738373 0.137411 0.0522896 0.0495533 0.052162 0.0543891 0.0981351 0.135166 0.210647 0.0949762 0.0551981 0.0559828
threshold=-0.098315 -0.086914999999999992 -0.17307499999999998 -0.068099999999999994 0.088435000000000027 0.41370500000000004 -0.076005000000000003 -0.069969999999999991 -0.10962999999999999 -0.082614999999999994 -0.082654999999999992 -0.14763999999999997 0.093835000000000016 -0.014264999999999998 -0.087739999999999999 -0.22383 -0.075024999999999994
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 -5 -3 -7 -8 -2 -10 11 -11 13 -13 -12 -16 -17
right_child=8 2 3 4 -6 6 7 -9 9 10 14 12 -14 -15 15 16 -18
leaf_value=0.0033788575684375118 0.0030384383903258173 0.0028556115929703261 -0.0076199755598530174 0.0019144615769450084 -0.0072514370272649814 -0.0041463583437872211 0.0038099325910605558 -0.00080566602447133806 0.0034179456389633427 0.0047663582945436794 -0.0044801836027752156 0.007034340214412761 -0.0038849420771682819 0.00018480210432600023 0.0025777349975878256 0.0017983404206617436 -0.00020844139105286505
leaf_weight=54 59 80 69 89 46 71 51 46 47 62 48 53 59 278 79 146 2405
leaf_count=54 59 80 69 89 46 71 51 46 47 62 48 53 59 278 79 146 2405
internal_value=0 -0.000818928 -0.00132224 -0.00337724 -0.00120267 0.000364858 -0.000816342 0.00161265 0.000180072 0.000126732 7.70495e-05 0.00108698 0.000499958 0.00128403 -9.31042e-05 -1.27245e-05 -9.32674e-05
internal_weight=0 506 452 204 135 248 168 97 3236 3177 3130 452 390 331 2678 2630 2551
internal_count=3742 506 452 204 135 248 168 97 3236 3177 3130 452 390 331 2678 2630 2551
is_linear=0
shrinkage=0.0995203


Tree=2279
num_leaves=9
num_cat=0
split_feature=2 0 36 36 12 17 17 17
split_gain=0.0395997 0.0714383 0.0297125 0.0752573 0.0498901 0.035857 0.230023 0.2012
threshold=0.50951500000000005 0.16362500000000005 0.089535000000000017 0.084475000000000022 0.087445000000000023 -0.078119999999999995 -0.07107999999999999 -0.084209999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.00014818104160696976 0.0026669500113725899 0.0035936210291017457 -0.0021453447997269322 0.0038997291019627969 -0.0031577687847417968 0.0061857547179783728 3.9997759863748769e-05 -0.0057661218143263441
leaf_weight=1103 56 54 66 48 51 62 2235 67
leaf_count=1103 56 54 66 48 51 62 2235 67
internal_value=0 2.50406e-07 -5.29499e-05 -1.3994e-05 -6.7626e-05 -2.19335e-05 0.000206239 -0.000470592
internal_weight=0 3686 3632 3566 3518 3467 2297 1170
internal_count=3742 3686 3632 3566 3518 3467 2297 1170
is_linear=0
shrinkage=0.0995203


Tree=2280
num_leaves=17
num_cat=0
split_feature=4 0 0 1 1 1 1 19 1 0 9 1 17 17 17 4
split_gain=0.167508 0.0522316 0.0870076 0.14954 0.0761906 0.0505797 0.112986 0.0822367 0.101245 0.0766167 0.109374 0.0613923 0.061153 0.248296 0.117182 0.036571
threshold=0.15615500000000004 0.047575000000000013 0.076335000000000014 -0.50597999999999999 -0.42149500000000001 -0.098224999999999993 -0.087734999999999994 0.078495000000000023 -0.14482999999999999 -0.084534999999999985 0.085075000000000026 -0.112275 0.093960000000000016 0.12374500000000002 0.066010000000000027 0.10477500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 7 9 8 -6 -7 -11 -10 14 -14 -8 -5
right_child=-2 2 3 15 5 6 12 -9 11 10 -12 -13 13 -15 -16 -17
leaf_value=-0.0038735711037040867 0.0058486551164594162 0.004588903764996515 0.0037431603854806623 -0.0004099813838782448 0.0057153915131488032 0.00087145602905405262 0.00018865208860461283 -0.0013164908019236289 -0.0019913563221257038 -0.0065986656574227058 -0.0014658879078673786 0.0030923622469915201 -0.0060943465480524876 -4.5495863358003e-05 0.0045092751100371453 -0.0039239033398373547
leaf_weight=51 50 64 80 77 65 63 2210 74 46 61 128 48 77 531 64 48
leaf_count=51 50 64 80 77 65 63 2210 74 46 61 128 48 77 531 64 48
internal_value=0 4.90835e-05 0.00138442 0.000379998 -5.57691e-05 1.81614e-06 -0.000103114 0.00141671 0.00269391 -0.00212401 -0.00312683 0.000595877 7.33078e-05 -0.000812898 0.000310613 -0.00176588
internal_weight=0 3687 269 205 3418 3367 3134 233 159 252 189 94 2882 608 2274 125
internal_count=3737 3687 269 205 3418 3367 3134 233 159 252 189 94 2882 608 2274 125
is_linear=0
shrinkage=0.0995203


Tree=2281
num_leaves=14
num_cat=0
split_feature=3 29 10 21 9 5 20 0 7 8 8 6 5
split_gain=0.0826704 0.132255 0.048976 0.102665 0.0569987 0.0526859 0.0469179 0.127062 0.0597602 0.0493627 0.0494457 0.0795702 0.0763724
threshold=0.17152000000000003 -0.042949999999999995 0.077600000000000016 0.088120000000000018 0.09271500000000002 0.41276000000000007 -0.14878999999999998 -0.08269 -0.068034999999999998 -0.51030999999999993 -0.15530999999999998 -1.0000000180025095e-35 -0.091229999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -6 7 -1 -8 -10 11 -11 -12
right_child=1 -3 3 -5 5 -7 8 -9 9 10 12 -13 -14
leaf_value=0.00061770264822546325 -0.001059886808865831 0.0061004290488598407 0.0024674153585491033 0.0055778573808678202 -0.003200781355148521 0.0010039218543260644 -0.0028644396129363669 -0.0056732319888079781 0.0031465302067070866 0.00012524658648950689 0.0010199590007131576 -0.0049899124786971904 -0.00016877236307660608
leaf_weight=79 46 57 79 47 56 62 70 53 51 75 696 50 2316
leaf_count=79 46 57 79 47 56 62 70 53 51 75 696 50 2316
internal_value=0 0.00289467 3.5194e-05 0.00139714 0.000395559 -0.000984593 -6.25929e-05 -0.001902 1.16808e-05 7.50896e-05 2.48944e-05 -0.00191427 0.000105643
internal_weight=0 103 3634 244 197 118 3390 132 3258 3188 3137 125 3012
internal_count=3737 103 3634 244 197 118 3390 132 3258 3188 3137 125 3012
is_linear=0
shrinkage=0.0995203


Tree=2282
num_leaves=8
num_cat=0
split_feature=4 9 27 27 27 7 0
split_gain=0.127716 0.045301 0.0448994 0.0328665 0.0398899 0.0585432 0.0414467
threshold=0.15615500000000004 -0.26414499999999996 0.11470500000000003 0.10530500000000002 0.095885000000000012 -0.074334999999999998 -0.23998999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.0029515580133505953 0.0050990033693029688 -0.0031427199518915651 0.0028414393394746401 -0.00253361477216067 0.0023218387507575591 0.0026308375327805827 -5.2500406520023477e-05
leaf_weight=52 50 60 54 52 71 58 3340
leaf_count=52 50 60 54 52 71 58 3340
internal_value=0 3.49052e-05 -6.59338e-06 -4.97692e-05 -1.29376e-05 -6.11122e-05 -6.45793e-06
internal_weight=0 3687 3635 3581 3529 3458 3398
internal_count=3737 3687 3635 3581 3529 3458 3398
is_linear=0
shrinkage=0.0995203


Tree=2283
num_leaves=12
num_cat=0
split_feature=12 24 22 0 2 18 9 0 20 0 6
split_gain=0.0897187 0.0541718 0.0439072 0.0439289 0.0949183 0.10912 0.156915 0.0544448 0.0452287 0.106659 0.0741966
threshold=-0.089259999999999992 -0.068099999999999994 0.12975500000000004 0.047575000000000013 0.094050000000000022 0.086510000000000017 0.086115000000000011 -0.0033699999999999997 0.096815000000000026 -0.032274999999999991 -0.14213999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 6 -5 8 9 -3 -10
right_child=1 2 -4 4 -6 -7 -8 -9 10 -11 -12
leaf_value=0.0044135271490269657 0.0026848082240806936 -9.3900599500999006e-05 0.0025257490335938225 -0.0058892232391182476 0.0045089994956614326 0.0040408412506761152 0.0010521797678702365 -0.0026799819052195778 0.00021062752657008968 0.0042897111010542707 -0.004156120703577691
leaf_weight=47 75 2997 66 49 64 51 94 83 85 56 70
leaf_count=47 75 2997 66 49 64 51 94 83 85 56 70
internal_value=0 3.74064e-05 -1.72925e-05 -6.48156e-05 0.00118531 8.46176e-05 -0.00132062 -0.000163069 -9.76941e-05 -1.32255e-05 -0.00175617
internal_weight=0 3690 3615 3549 258 194 143 3291 3208 3053 155
internal_count=3737 3690 3615 3549 258 194 143 3291 3208 3053 155
is_linear=0
shrinkage=0.0995203


Tree=2284
num_leaves=11
num_cat=0
split_feature=13 27 27 20 27 25 6 5 6 8
split_gain=0.0454334 0.0434844 0.0420353 0.100984 0.0467901 0.0447875 0.054792 0.0992578 0.0878719 0.0285334
threshold=0.089365000000000014 0.10868000000000001 0.091025000000000009 -0.0064400000000000004 0.087480000000000016 0.096120000000000025 -0.25061999999999995 -0.45516499999999999 -0.23044000000000001 -0.086064999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 -8 -5
right_child=-2 -3 3 9 -6 -7 8 -9 -10 -11
leaf_value=0.00038147161995140275 0.0030610766934977625 0.0021850512849736236 0.0019654439120364979 -0.001915108283710868 0.0030487732744084394 0.0028462689723424335 0.0040068626227841575 -0.0056440059459507827 -0.00011720959864036132 -0.0054195999846007913
leaf_weight=60 47 84 47 47 48 51 52 49 3189 47
leaf_count=60 47 84 47 47 48 51 52 49 3189 47
internal_value=0 -5.2789e-05 -0.000105379 -0.00178976 -3.62817e-05 -8.00634e-05 -0.000124858 -0.00231972 -5.07886e-05 -0.00367606
internal_weight=0 3674 3590 141 3449 3401 3350 109 3241 94
internal_count=3721 3674 3590 141 3449 3401 3350 109 3241 94
is_linear=0
shrinkage=0.0995203


Tree=2285
num_leaves=22
num_cat=0
split_feature=2 2 0 0 2 6 18 2 6 19 2 1 26 6 2 8 2 25 1 1 2
split_gain=0.0382157 0.243264 0.125251 0.332259 0.284919 0.199229 0.28284 0.265988 0.10801 0.0944952 0.0829271 0.0802185 0.117921 0.07798 0.0582199 0.197071 0.0935882 0.0436116 0.0449274 0.174456 0.125448
threshold=-0.082234999999999989 -0.082484999999999989 -0.082039999999999988 -0.082604999999999998 -0.083254999999999982 0.089165000000000022 -0.007069999999999999 -0.083204999999999987 -0.011749999999999998 0.10458500000000003 -0.082025000000000001 -0.50597999999999999 0.084435000000000024 -0.07664 -0.081445000000000004 -0.08569499999999998 -0.080914999999999987 0.096120000000000025 -0.076329999999999995 -0.073104999999999989 -0.080329999999999999
decision_type=2 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 7 -7 9 13 -1 -2 -10 -13 -4 15 -12 -16 18 20 -20 -18
right_child=10 -3 4 -5 -6 6 -8 -9 11 -11 14 12 -14 -15 16 -17 17 -19 19 -21 -22
leaf_value=-0.00074371203764496267 -0.0043207077009619682 0.0063340656200789117 0.00082738705279896665 -0.008628483191128038 0.0084887229591439958 0.0080956479817796377 -0.0010491468460278313 -0.0079534197393368485 0.0032366951616012033 0.0034193932918371536 -0.0026416611000776797 -0.0030561619898991864 0.00067283404747291002 0.005834587842761539 -0.0035082553741947798 0.0061775634539415229 0.005081910295141389 0.0027765016362390521 -0.0059996508364098082 -0.00028642382694949928 2.6004888565633186e-05
leaf_weight=537 49 65 68 49 49 64 70 49 57 60 46 138 214 57 86 55 55 49 55 1428 421
leaf_count=537 49 65 68 49 49 64 70 49 57 60 46 138 214 57 86 55 55 49 55 1428 421
internal_value=0 0.000381056 0.000106435 -0.000678963 0.00122464 -0.000178521 0.00331241 -0.000903913 0.000556553 -0.000323938 -0.000270797 -0.000224046 -0.000786776 0.00311722 -0.000180015 0.00215278 -0.000292924 -0.000154808 -0.000228546 -0.000498862 0.000611916
internal_weight=0 1477 1412 829 583 780 134 646 534 597 2244 409 352 125 2195 101 2094 2008 1959 1483 476
internal_count=3721 1477 1412 829 583 780 134 646 534 597 2244 409 352 125 2195 101 2094 2008 1959 1483 476
is_linear=0
shrinkage=0.0995203


Tree=2286
num_leaves=16
num_cat=0
split_feature=3 3 5 3 0 18 10 0 26 6 6 1 0 1 6
split_gain=0.0389804 0.21816 0.399756 0.139394 0.108819 0.0883691 0.124866 0.0920414 0.0910331 0.0673283 0.0709625 0.068386 0.0637769 0.0717982 0.0611113
threshold=0.091225000000000014 0.092510000000000023 -0.037239999999999995 0.090905000000000027 -0.23032 -0.16233499999999998 0.077600000000000016 -0.117355 0.11624000000000002 -0.45687499999999998 -0.25061999999999995 0.51334500000000016 -0.225295 0.27998000000000006 -0.091704999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 7 -7 -9 11 -11 -3 -12 14 -14
right_child=1 9 -4 -5 5 6 -8 8 -10 10 12 -13 13 -15 -16
leaf_value=0.0048526260350583916 -0.0099266470224362389 0.0053155058296859041 0.00035366244829627248 0.005673905194080545 -0.004074216605677577 -0.0033337939152148521 0.0040073765707712584 0.00029508478887347212 -0.0041556189731972474 -0.0032175214324428503 -0.0030536325001721109 0.00014202236171968714 -0.0013714932742892002 0.0037049648547762895 0.00027798655645893788
leaf_weight=48 64 46 90 47 50 79 80 1429 47 72 66 57 272 53 1221
leaf_count=48 64 46 90 47 50 79 80 1429 47 72 66 57 272 53 1221
internal_value=0 -0.000319265 -0.00391336 0.000325546 0.000180022 4.64297e-05 0.000172944 -2.37993e-05 0.000152807 -9.0749e-06 -0.000160607 0.00246046 -2.35624e-05 0.000105264 -2.19732e-05
internal_weight=0 1941 154 1780 1733 1685 1635 1555 1476 1787 1684 103 1612 1546 1493
internal_count=3721 1941 154 1780 1733 1685 1635 1555 1476 1787 1684 103 1612 1546 1493
is_linear=0
shrinkage=0.0995203


Tree=2287
num_leaves=10
num_cat=0
split_feature=13 18 27 26 26 3 3 5 18
split_gain=0.0381536 0.0340152 0.0318084 0.0384172 0.0693086 0.0591559 0.0850824 0.0499448 0.0272458
threshold=0.089365000000000014 -0.47082499999999999 0.10868000000000001 0.13124500000000003 0.11991000000000003 0.16149500000000003 0.14426500000000003 -0.095609999999999987 0.090025000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -5 -9
right_child=-2 2 -4 7 -6 -7 -8 8 -10
leaf_value=0.0025856662490384174 0.0028077924157826357 -0.00011687898116342868 0.0018443941625928642 0.0040060594377229466 -0.0029671988186941041 -0.0026668726910687945 0.0039413813658287907 -0.0015130076045530524 0.0018582673230962093
leaf_weight=48 47 3171 83 50 87 88 52 49 46
leaf_count=48 47 3171 83 50 87 88 52 49 46
internal_value=0 -4.57328e-05 -8.07924e-05 -0.000126124 -0.000194032 -0.000120917 -5.11488e-05 0.00145963 0.000110782
internal_weight=0 3674 3626 3543 3398 3311 3223 145 95
internal_count=3721 3674 3626 3543 3398 3311 3223 145 95
is_linear=0
shrinkage=0.0995203


Tree=2288
num_leaves=19
num_cat=0
split_feature=27 6 29 27 5 2 4 4 4 2 18 29 4 9 3 5 6 4
split_gain=0.040405 0.100372 0.139745 0.136815 0.0727117 0.0786989 0.0655029 0.136489 0.119587 0.167311 0.0927773 0.0949965 0.0805269 0.143597 0.0553307 0.0479651 0.041342 0.0223097
threshold=0.085370000000000015 -0.093749999999999986 -0.082564999999999986 0.095885000000000012 -0.41397 -0.029394999999999998 0.10845500000000002 0.10495500000000003 0.11706000000000001 0.11241000000000002 0.31227500000000008 -0.011859999999999999 0.082335000000000019 0.091690000000000021 0.14823500000000003 -0.43873000000000001 -0.086254999999999984 0.13146500000000003
decision_type=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 -2 7 10 9 -8 11 -1 16 -14 15 -10 -13 -17
right_child=1 2 3 -5 -6 -7 8 -9 14 -11 -12 12 13 -15 -16 17 -18 -19
leaf_value=0.0033781983160752916 0.0015238374821306304 0.0018121635046582883 -0.0082555843268335947 -0.001364450349073749 0.0035526912731315588 -0.0037122482180745675 -0.0084452615247396848 0.0045879547974451264 0.0030548558139701725 -0.00065939606984954588 0.004423548081356218 0.001004033978750085 -0.0027264682299875248 0.0026702166174666525 -0.0019409472197080488 0.0011841011895174711 -1.3587369512611405e-05 -0.0019112916409310485
leaf_weight=85 64 46 55 60 57 51 46 71 73 68 50 488 228 62 88 46 2076 46
leaf_count=85 64 46 55 60 57 51 46 71 73 68 50 488 228 62 88 46 2076 46
internal_value=0 -0.00102415 -0.00281096 -0.00466733 0.00064363 -0.000791135 0.000124067 0.000274963 -0.00113185 -0.00380824 0.000172239 9.96349e-05 1.70333e-06 -0.00156987 7.08765e-05 0.00114881 0.000179775 -0.000354697
internal_weight=0 333 161 115 172 115 3427 3060 367 114 2989 2939 2854 290 253 165 2564 92
internal_count=3760 333 161 115 172 115 3427 3060 367 114 2989 2939 2854 290 253 165 2564 92
is_linear=0
shrinkage=0.0995203


Tree=2289
num_leaves=16
num_cat=0
split_feature=35 0 4 0 4 7 8 4 20 0 28 12 1 30 17
split_gain=0.0337501 0.0300187 0.144092 0.13143 0.175113 0.249865 0.19209 0.173864 0.152068 0.130294 0.0568959 0.050782 0.0765981 0.0560423 0.0372183
threshold=0.004000000000000001 -0.13955999999999999 0.077235000000000012 -0.23058999999999999 0.087495000000000031 0.078295000000000017 -0.0092799999999999983 0.095805000000000015 -0.075334999999999999 -0.11524 0.081965000000000024 -0.0063699999999999998 0.51334500000000016 0.10000000000000002 -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 7 5 -5 8 -4 -6 -3 11 14 13 -13 -11
right_child=-2 9 3 4 6 -7 -8 -9 -10 10 -12 12 -14 -15 -16
leaf_value=0.0041809835042327858 -0.0026588452194286835 0.0039194682640517108 0.0061787866878325994 -0.011178678277798523 -0.0076140345426484535 -0.00089428105029027186 0.0033752774777040216 -0.0015062702869116712 -0.00075146175321959469 -7.5531827027338139e-05 -0.0030574719190956672 0.0001818710495506282 0.0039384808605091633 -0.0029689946445247352 -0.0040165517208475233
leaf_weight=54 46 89 48 46 46 48 73 74 106 46 57 2867 53 57 50
leaf_count=54 46 89 48 46 46 48 73 74 106 46 57 2867 53 57 50
internal_value=0 5.33526e-05 -0.000667835 -0.00126342 -0.00232692 -0.00593578 -0.00081558 0.00151065 -0.00283368 0.000164507 5.74751e-05 0.00011552 0.000188422 0.000120169 -0.00213667
internal_weight=0 3714 495 441 319 94 225 122 152 3219 3130 3073 2977 2924 96
internal_count=3760 3714 495 441 319 94 225 122 152 3219 3130 3073 2977 2924 96
is_linear=0
shrinkage=0.0995203


Tree=2290
num_leaves=14
num_cat=0
split_feature=26 2 26 17 0 6 2 9 21 4 4 8 21
split_gain=0.0301242 0.0941815 0.0810662 0.108448 0.0645472 0.126825 0.0374201 0.0677538 0.0416716 0.0855419 0.0574981 0.183404 0.0768991
threshold=0.12086000000000002 -0.072419999999999998 0.11624000000000002 0.026115000000000006 -0.055729999999999995 -0.097850000000000006 0.25779000000000007 -0.040564999999999997 0.15159000000000003 0.13752500000000004 0.12205500000000002 -0.07034 0.12603000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 5 -3 8 -8 9 10 12 -12 -1
right_child=1 4 3 -5 -6 -7 7 -9 -10 -11 11 -13 -14
leaf_value=8.1210520147365761e-05 0.0044732378767311154 0.0022547161839064521 -0.0056145248871645207 0.00074247574879780852 0.0025472042530504928 -0.0040357659915507332 0.00054150854016727604 -0.003535090239581568 -0.0023547089290473595 0.0038438915976197062 0.0020688139496051164 -0.0061310189067516792 0.0033302359551713357
leaf_weight=2927 61 56 59 48 65 73 82 79 67 61 52 56 74
leaf_count=2927 61 56 59 48 65 73 82 79 67 61 52 56 74
internal_value=0 0.00106238 -5.78993e-05 -0.00275514 -5.88271e-06 -0.00129867 2.67934e-05 -0.00145373 0.000100683 0.000152838 8.01546e-05 -0.00217537 0.000161599
internal_weight=0 255 3505 107 194 129 3398 161 3237 3170 3109 108 3001
internal_count=3760 255 3505 107 194 129 3398 161 3237 3170 3109 108 3001
is_linear=0
shrinkage=0.0995203


Tree=2291
num_leaves=15
num_cat=0
split_feature=30 2 3 2 6 2 26 0 2 4 4 0 0 0
split_gain=0.0280478 0.0512107 0.0656644 0.0420258 0.0828338 0.071406 0.0380895 0.0658574 0.0422848 0.184996 0.0559358 0.0521897 0.116593 0.0756784
threshold=-0.020805000000000001 0.25779000000000007 0.12732500000000005 0.11665500000000002 -0.023004999999999998 0.13398000000000002 -0.230515 -0.083514999999999992 0.094050000000000022 0.086205000000000018 0.094025000000000011 -0.044789999999999996 -0.050494999999999991 -0.016659999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 -5 7 -2 11 -10 -11 12 -8 -13
right_child=1 2 -4 4 -6 -7 8 -9 9 10 -12 13 -14 -15
leaf_value=0.0024586048781813814 0.00078033797626569034 0.00034237278675855676 -0.0035886517490457868 0.0060150154746894226 -0.0016273531091973521 0.00064843594998485114 8.2506136294990037e-05 -0.003613985566695949 -0.0067197382416797295 0.0033553867658487153 -0.0015195159053856685 0.0048834068849404827 -0.0048651772997311774 0.00068298643521622017
leaf_weight=46 61 80 88 50 49 49 2736 75 47 47 46 50 48 288
leaf_count=46 61 80 88 50 49 49 2736 75 47 47 46 50 48 288
internal_value=0 -1.38837e-05 -0.00171186 6.63312e-05 0.001708 0.0033671 -4.93082e-06 -0.00163698 6.28621e-05 -0.00162873 0.000935343 0.000138981 -2.50479e-06 0.00130677
internal_weight=0 3714 168 3546 148 99 3398 136 3262 140 93 3122 2784 338
internal_count=3760 3714 168 3546 148 99 3398 136 3262 140 93 3122 2784 338
is_linear=0
shrinkage=0.0995203


Tree=2292
num_leaves=23
num_cat=0
split_feature=2 2 8 26 26 26 3 0 2 1 1 3 9 21 10 21 9 29 8 7 2 1
split_gain=0.0772436 0.0987732 0.350503 0.0834533 0.153102 0.138131 0.122064 0.202156 0.0700044 0.139257 0.148497 0.0590859 0.111815 0.0888576 0.0868854 0.0764462 0.0926247 0.0558947 0.0527011 0.0732657 0.0459816 0.0756899
threshold=-0.085944999999999994 -0.087075 -0.084554999999999991 0.08709500000000002 0.10219500000000002 0.085075000000000026 0.095630000000000021 -0.084534999999999985 -0.084385000000000002 -0.085184999999999997 -0.016029999999999999 0.088325000000000028 0.091965000000000033 0.083545000000000022 0.086030000000000023 0.079735000000000014 0.083760000000000015 0.12330000000000002 0.10528000000000003 0.081125000000000017 -0.083974999999999994 -0.078509999999999983
decision_type=2 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 11 7 -5 9 -2 -11 15 13 -13 -14 16 -1 18 19 20 -10 -22
right_child=8 2 -4 4 -6 -7 -8 -9 17 10 -12 12 14 -15 -16 -17 -18 -19 -20 -21 21 -23
leaf_value=-0.0030257588615753505 0.0060307451963224849 -0.0085338572345969067 0.0012023034407502194 0.0055772110136347482 -0.003636841054079363 -0.0059822206232652258 0.0070127669543203893 -0.0021160693828297752 -0.0029540173594265837 -0.0032834766182529497 0.0035779807605157347 -0.0010567423853653898 0.0014566876201392923 -0.0070455340343271288 -0.0027669617743750208 0.0042516343661928259 0.0016836833215071339 0.0033951992008443102 -0.0028468429775181129 0.004072823035834003 0.0010369680838874203 -0.00021868036779948687
leaf_weight=70 61 66 82 58 50 50 46 81 49 61 64 48 132 51 76 48 101 51 60 46 655 1733
leaf_count=70 61 66 82 58 50 50 46 81 49 61 64 48 132 51 76 48 101 51 60 46 655 1733
internal_value=0 -0.000769008 -0.00313397 -0.000336415 0.00124257 -0.00098204 0.00256575 0.00108819 0.000266821 0.00213212 0.000223041 -0.000505181 -0.00139697 -0.00415015 -8.26335e-05 0.000741221 -0.000239372 0.000132756 6.7006e-05 0.000137747 6.31337e-05 0.000125386
internal_weight=0 959 148 811 235 576 185 139 2780 186 125 526 307 99 208 219 171 2594 2543 2483 2437 2388
internal_count=3739 959 148 811 235 576 185 139 2780 186 125 526 307 99 208 219 171 2594 2543 2483 2437 2388
is_linear=0
shrinkage=0.0995203


Tree=2293
num_leaves=20
num_cat=0
split_feature=2 17 17 17 3 2 8 2 17 1 3 2 29 8 3 18 18 2 2
split_gain=0.0626454 0.119679 0.193032 0.165286 0.0745999 0.272179 0.235792 0.0567621 0.141222 0.103761 0.0562557 0.0654994 0.045323 0.0427333 0.0542045 0.0420333 0.246132 0.192229 0.0174749
threshold=-0.085944999999999994 0.10178500000000003 0.12576000000000004 0.0021900000000000005 0.083955000000000016 -0.086414999999999992 -0.085764999999999994 -0.084385000000000002 -0.010239999999999999 -0.077945 0.084895000000000012 -0.087359999999999993 0.12330000000000002 0.10528000000000003 0.16637500000000002 0.089775000000000021 0.088250000000000009 -0.082404999999999992 -0.10598499999999998
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 6 10 -1 8 9 -2 -6 -12 13 14 15 16 -9 -17 -4
right_child=7 2 18 -5 5 -7 -8 12 -10 -11 11 -13 -14 -15 -16 17 -18 -19 -20
leaf_value=-0.0026587490302813332 0.0078776372731097222 -0.0086683342726319602 -0.0021287507416722904 0.0050862020713598596 -0.0035966321182802179 -0.0082724604548355483 0.0055945783988592046 9.3725569936545171e-05 -0.001194334475466277 0.0015504520532352323 -0.00057608359020448036 0.0028190068205375756 0.0030573083448600059 -0.002563524422555581 0.0029164366942094236 -0.0064497608364097138 0.007176520070439109 -0.0001289491421656398 0.00058971750912644718
leaf_weight=68 46 46 47 54 52 48 69 1740 81 59 465 64 51 60 67 52 50 574 46
leaf_count=68 46 46 47 54 52 48 69 1740 81 59 465 64 51 60 67 52 50 574 46
internal_value=0 -0.000692561 -0.00339329 -0.000233756 -0.000609861 -0.00106897 0.00149206 0.000240267 0.00191993 0.00433016 -0.000472439 -0.000163788 0.000119513 6.02734e-05 0.000124005 4.62275e-05 0.000292027 -0.000655309 -0.00077533
internal_weight=0 959 139 820 766 629 137 2780 186 105 581 529 2594 2543 2483 2416 1790 626 93
internal_count=3739 959 139 820 766 629 137 2780 186 105 581 529 2594 2543 2483 2416 1790 626 93
is_linear=0
shrinkage=0.0995203


Tree=2294
num_leaves=14
num_cat=0
split_feature=29 6 5 5 4 18 18 18 18 0 1 5 18
split_gain=0.0490598 0.0450091 0.100192 0.0375358 0.0916274 0.0390012 0.185668 0.081441 0.0733744 0.0706442 0.0624822 0.216976 0.0740651
threshold=0.12330000000000002 -0.46637499999999998 -0.49053999999999998 0.51935500000000012 0.10386500000000003 0.089775000000000021 0.088250000000000009 0.092235000000000025 0.086285000000000014 -0.229625 -0.078509999999999983 -0.079124999999999987 0.094870000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 8 -7 9 -3 11 -9 -12
right_child=-2 3 -4 4 -6 7 -8 10 -10 -11 12 -13 -14
leaf_value=0.0017809051648191099 0.0029512656075718082 0.0028901076193051773 -0.0037562999268410907 -0.0037555488367323137 0.0018362358154971413 -0.003362583808505949 0.0058404179475304123 0.006101245102347737 -0.0033223404554298891 0.00012279744164807335 0.0029587141053462017 -0.00071652387156213024 -0.0012437668384994076
leaf_weight=50 55 95 91 78 46 89 58 64 59 2422 46 166 420
leaf_count=50 55 95 91 78 46 89 58 64 59 2422 46 166 420
internal_value=0 -4.31377e-05 -0.00178695 2.60293e-05 -0.00167458 8.79461e-05 0.000271648 -0.000527407 0.000145946 0.00022757 -0.000163686 0.00117704 -0.000827173
internal_weight=0 3684 141 3543 124 3419 2634 785 2576 2517 696 230 466
internal_count=3739 3684 141 3543 124 3419 2634 785 2576 2517 696 230 466
is_linear=0
shrinkage=0.0995203


Tree=2295
num_leaves=26
num_cat=0
split_feature=2 17 9 17 3 2 8 26 9 10 1 8 21 1 17 3 0 9 3 6 0 6 2 8 17
split_gain=0.0503913 0.098293 0.191336 0.132115 0.0596809 0.222132 0.194707 0.0985175 0.0720123 0.0667178 0.0500292 0.0925378 0.0899111 0.0896821 0.0962851 0.0777297 0.0740216 0.084642 0.110565 0.0710654 0.19419 0.141046 0.1943 0.121702 0.070959
threshold=-0.085944999999999994 0.10178500000000003 0.085225000000000009 0.0021900000000000005 0.083955000000000016 -0.086414999999999992 -0.085764999999999994 0.086985000000000021 0.091405000000000028 0.087405000000000024 0.00039500000000000011 1.0000000180025095e-35 -0.085204999999999989 0.0047600000000000012 0.23832000000000006 0.092735000000000026 -0.14731999999999998 -0.089649999999999994 0.083055000000000018 -0.088734999999999994 -0.14075499999999999 -0.095324999999999993 -0.076954999999999996 -0.081915000000000002 0.42451000000000011
decision_type=2 2 2 2 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 7 -1 9 -9 -6 11 12 -2 15 19 -12 -14 -18 -19 21 -21 22 -15 -22 -16
right_child=10 2 -4 -5 5 -7 -8 8 -10 -11 13 -13 16 14 24 -17 17 18 -20 20 23 -23 -24 -25 -26
leaf_value=-0.0024330479158729459 0.004375170947873425 -0.0071247202410892503 0.00028262461189959955 0.0045508025190898454 -0.0018435406691218886 -0.007460057482477838 0.0050665225521157988 0.0029081198141353332 -0.0015122218554856157 0.0015079637358207784 -0.00045742850814843616 -0.0027777789270082933 -0.0022474230217473172 0.0048306862889929353 0.0057339105060661109 -0.0062022377054246529 0.0039652595500790878 -0.0035755536407238945 0.00071582929147000749 0.0053670441493592668 -0.0048495348646312164 -0.0055307639167569925 -0.0013821172948929169 0.00057288078459769552 0.00041956639416003389
leaf_weight=68 63 63 76 54 337 48 69 121 52 71 48 80 89 58 46 46 75 62 1425 70 52 64 354 193 55
leaf_count=68 63 63 76 54 337 48 69 121 52 71 48 80 89 58 46 46 75 62 1425 70 52 64 354 193 55
internal_value=0 -0.000621186 -0.00306877 -0.000205291 -0.000541646 -0.000952375 0.00133813 -0.000413326 0.00157473 -0.00125831 0.000215447 0.000528618 0.00068342 -0.00035353 -4.44879e-05 -0.00327743 0.000542052 0.000701515 0.000536351 -0.000414863 0.000743122 -0.0011829 -0.000505512 -0.000574659 0.00284807
internal_weight=0 959 139 820 766 629 137 581 173 408 2780 1794 1714 986 892 94 1651 1562 1487 791 315 476 412 245 101
internal_count=3739 959 139 820 766 629 137 581 173 408 2780 1794 1714 986 892 94 1651 1562 1487 791 315 476 412 245 101
is_linear=0
shrinkage=0.0995203


Tree=2296
num_leaves=10
num_cat=0
split_feature=5 30 17 3 8 35 2 2 2
split_gain=0.110432 0.0486449 0.0418901 0.0692746 0.0494507 0.0576105 0.0535084 0.0929956 0.0609107
threshold=0.62931500000000018 -0.020805000000000001 -0.54192999999999991 0.099950000000000025 -0.50270999999999988 -0.084154999999999994 -0.078454999999999983 -0.078994999999999996 -0.077054999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 7 -7 -8
right_child=-2 2 4 -5 5 6 8 -9 -10
leaf_value=0.0029577911875956308 0.0035511355093473832 3.8614559259987895e-05 -0.0029239280314879508 -0.0041317780447125176 -0.0035964570121039376 -0.00035498690756997209 0.0023602601441102679 -0.004439829289785981 0.00012070802307144446
leaf_weight=46 77 85 66 73 48 1796 132 57 1368
leaf_count=46 77 85 66 73 48 1796 132 57 1368
internal_value=0 -0.00025656 -0.000297575 -0.00188303 -0.000225086 -0.000172471 -0.000123211 -0.000481082 0.000318334
internal_weight=0 3671 3625 158 3467 3401 3353 1853 1500
internal_count=3748 3671 3625 158 3467 3401 3353 1853 1500
is_linear=0
shrinkage=0.0995203


Tree=2297
num_leaves=26
num_cat=0
split_feature=27 2 18 3 3 3 2 9 20 18 9 18 18 18 18 17 18 18 2 3 2 2 3 2 3
split_gain=0.045852 0.0717037 0.0351692 0.0857883 0.243937 0.224189 0.123871 0.233915 0.2213 0.124076 0.137358 0.123787 0.0927305 0.160265 0.0793097 0.0938202 0.053891 0.0544896 0.0617812 0.249633 0.245627 0.205973 0.0854222 0.194545 0.190968
threshold=-0.032854999999999995 -0.021165 -0.011569999999999999 0.089535000000000017 0.08888500000000002 0.090205000000000021 -0.083104999999999998 0.09550500000000002 -0.014534999999999999 -0.064960000000000004 0.09143500000000003 -0.089929999999999996 -0.022504999999999997 -0.015440000000000001 -0.053034999999999992 -0.16207999999999997 -0.0095499999999999977 -0.007069999999999999 -0.080874999999999989 0.084895000000000012 -0.082704999999999987 -0.082484999999999989 0.087825000000000028 -0.080254999999999993 0.086605000000000029
decision_type=2 2 2 2 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 -5 7 8 -7 11 -11 -8 14 -14 15 -2 -4 -18 19 21 -21 -19 24 -24 -20
right_child=2 -3 16 5 -6 6 9 -9 -10 10 -12 -13 13 -15 -16 -17 17 18 22 20 -22 -23 23 -25 -26
leaf_value=-0.00072982955133902704 -0.003825633437938708 0.0048138217759079987 -0.0032604569685367943 0.0061363336931593154 -0.0061932740790434015 0.00047043556443485731 -0.0011038693038077298 -0.0018285342162137873 0.0085455318698631141 -0.0067068475364146958 -0.00019689492870604371 0.0023614030825545237 0.0062828116817072932 -0.0007940651688144488 -0.0045393601793297213 0.00029916603151613352 0.0025131635277950994 -8.1873737391763515e-05 -0.00034022369853530524 -0.00093925354874419638 -0.0057383478199345165 0.0076484737178670074 0.006317622749457066 1.3020652938498615e-05 -0.0071572758201927144
leaf_weight=46 63 46 67 72 71 62 241 83 74 59 71 177 57 71 47 409 62 124 203 359 150 47 51 985 51
leaf_count=46 63 46 67 72 71 62 241 83 74 59 71 177 57 71 47 409 62 124 203 359 150 47 51 985 51
internal_value=0 0.0020331 -0.000215788 0.000142192 -0.000655718 0.000826005 0.000326445 0.00232771 0.00487026 -0.000471837 -0.00315771 0.000361525 -4.67765e-05 0.00235096 -0.000639704 -0.000249656 -0.000481722 -0.000389697 -0.000481472 -0.00124917 -0.00235513 0.00203806 -7.6158e-05 0.000324173 -0.00171223
internal_weight=0 92 3656 1557 718 839 767 219 136 548 130 418 647 128 519 472 2099 2032 1970 680 509 171 1290 1036 254
internal_count=3748 92 3656 1557 718 839 767 219 136 548 130 418 647 128 519 472 2099 2032 1970 680 509 171 1290 1036 254
is_linear=0
shrinkage=0.0995203


Tree=2298
num_leaves=9
num_cat=0
split_feature=5 26 18 18 9 9 17 0
split_gain=0.0878328 0.0398765 0.0412539 0.0489415 0.0648721 0.0878992 0.0661181 0.0565572
threshold=0.62931500000000018 0.40795000000000009 0.31227500000000008 0.19545000000000004 0.14805500000000002 0.11479000000000002 -0.0046399999999999992 -0.066735000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.00010832325434665092 0.0031813516905915898 0.0019021204481613335 -0.0030769891343986949 0.0025455364240157853 -0.0032524745530495844 -3.3839209337825563e-05 0.0051053476706610272 -0.0011875470111132789
leaf_weight=2717 77 86 51 62 71 46 53 585
leaf_count=2717 77 86 51 62 71 46 53 585
internal_value=0 -0.000214456 -0.000265458 -0.000224653 -0.000274356 -0.000211944 0.00270917 -0.000299772
internal_weight=0 3671 3585 3534 3472 3401 99 3302
internal_count=3748 3671 3585 3534 3472 3401 99 3302
is_linear=0
shrinkage=0.0995203


Tree=2299
num_leaves=11
num_cat=0
split_feature=30 19 9 1 3 4 1 6 6 3
split_gain=0.0382972 0.0345031 0.0307349 0.0626142 0.0397785 0.134702 0.120399 0.07701 0.10567 0.0656031
threshold=-0.020805000000000001 -0.10411999999999999 -0.25326499999999996 0.62198500000000012 0.086850000000000024 0.13881500000000005 0.42491000000000007 -0.14765999999999999 -0.091704999999999995 -0.0043349999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 6 -6 9 -9 -4
right_child=1 2 3 -5 5 -7 -8 8 -10 -11
leaf_value=0.0027227567228325024 0.0020541917396290836 -0.0020673327760277671 -0.00074113222516100088 0.003298740005825957 -3.4055138363778725e-05 -0.0048901431758720049 0.0039123668826693747 0.003301822930073257 -0.00080294978761262948 -0.0056919324742965545
leaf_weight=46 68 86 52 51 2476 55 79 68 712 55
leaf_count=46 68 86 52 51 2476 55 79 68 712 55
internal_value=0 -0.000165765 -0.00020753 -0.00016222 -0.000212928 -1.69354e-05 8.7647e-05 -0.000788715 -0.000444048 -0.00329359
internal_weight=0 3702 3634 3548 3497 2610 2555 887 780 107
internal_count=3748 3702 3634 3548 3497 2610 2555 887 780 107
is_linear=0
shrinkage=0.0995203


Tree=2300
num_leaves=28
num_cat=0
split_feature=9 9 9 8 8 8 5 5 8 18 26 8 9 9 9 5 5 8 18 6 5 5 5 3 9 3 26
split_gain=0.0595944 0.126008 0.0839659 0.0942417 0.271635 0.12814 0.09164 0.164806 0.141349 0.275538 0.0900924 0.0813068 0.0769011 0.175787 0.28126 0.23658 0.093859 0.0891046 0.0726765 0.0958386 0.0678168 0.201969 0.158637 0.0891633 0.154227 0.0847264 0.064593
threshold=0.086070000000000021 0.085765000000000022 0.086345000000000019 -0.078504999999999991 -0.080055000000000001 -0.077074999999999991 -0.045014999999999993 -0.087969999999999993 -0.083804999999999991 -0.017129999999999996 0.090170000000000014 -0.087444999999999995 0.096385000000000012 0.09253500000000002 0.091750000000000012 0.40898000000000007 -0.16926499999999997 -0.072175000000000003 0.14607000000000003 0.096175000000000024 -0.0050400000000000002 -0.0078499999999999976 -0.0098949999999999993 0.08511500000000001 -1.0000000180025095e-35 0.079570000000000016 0.091485000000000025
decision_type=2 2 2 2 2 2 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 4 6 -5 7 26 11 -10 -9 -8 13 14 -7 -15 -14 -18 19 20 21 22 -1 25 -25 -22 -4
right_child=2 -3 3 5 -6 12 8 10 9 -11 -12 -13 16 15 -16 -17 17 -19 -20 -21 23 -23 -24 24 -26 -27 -28
leaf_value=0.00045852714721172298 -0.0041986648438218505 0.0052133191012584063 0.00061070992412795815 -0.0050107164660078262 0.0062560906456573286 -0.0013843848523621284 -0.00067984976726915745 0.0014323827535488722 -0.00066892781358995933 -0.0090365456268019576 0.006799869677013036 0.0038849653772684485 -0.003027932090243466 -0.0054902871945749663 0.0069070962517530608 0.0016698737214635535 0.0048301925657782485 0.00027038205969447593 0.0038079990576051128 0.00370879044730805 -0.001758072544689446 0.006589498479913216 -0.0042330169511867917 0.00081410282147737064 -0.0036397036905735053 0.0037335404792140869 -0.002764324479901699
leaf_weight=977 55 53 200 69 75 197 108 65 141 54 60 60 77 165 51 63 47 444 56 72 49 50 77 126 197 64 78
leaf_count=977 55 53 200 69 75 197 108 65 141 54 60 60 77 165 51 63 47 444 56 72 49 50 77 126 197 64 78
internal_value=0 0.000435162 -0.000362806 -0.000254417 0.000540084 -0.00085549 -1.85089e-05 0.0010135 -0.00116649 -0.00299031 0.00401533 0.000945569 -0.000580078 -0.00151332 0.000317418 -0.00350823 0.00020056 0.000708529 0.000282847 0.000159877 -5.51471e-06 0.00040898 0.000115009 -0.00105694 -0.00189977 0.00134498 -0.000333298
internal_weight=0 1721 2009 1954 841 1113 766 403 363 195 125 168 1044 476 248 228 568 491 1668 1612 1540 1104 1054 436 323 113 278
internal_count=3730 1721 2009 1954 841 1113 766 403 363 195 125 168 1044 476 248 228 568 491 1668 1612 1540 1104 1054 436 323 113 278
is_linear=0
shrinkage=0.0995203


Tree=2301
num_leaves=26
num_cat=0
split_feature=0 21 4 20 22 21 1 21 1 5 1 0 30 1 0 0 5 9 1 10 3 1 0 2 9
split_gain=0.05943 0.0908451 0.11779 0.144386 0.0716386 0.126221 0.12329 0.0956222 0.0718265 0.459015 0.123702 0.0522158 0.0453366 0.0543256 0.210207 0.137178 0.408393 0.112305 0.22056 0.119125 0.110131 0.109426 0.107094 0.0354656 0.0507576
threshold=-0.083589999999999984 0.10886500000000003 0.10868000000000001 -0.0086649999999999991 0.078875000000000015 0.096415000000000015 0.054560000000000004 0.093685000000000032 0.05340000000000001 -0.24120999999999998 -0.0088199999999999997 -0.08317999999999999 0.10721500000000002 -0.080689999999999998 -0.081854999999999997 -0.081604999999999997 -0.020485 0.09235500000000002 -0.090104999999999991 0.086165000000000019 0.087675000000000017 0.50462500000000021 -0.06340999999999998 -0.067815 0.087215000000000015
decision_type=2 2 2 2 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 7 -7 8 10 -10 -1 -2 13 14 -13 16 -15 18 -16 -19 22 -22 -17 24 -6
right_child=11 2 -4 -5 23 6 -8 -9 9 -11 -12 12 -14 15 17 20 -18 19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0010159379014608311 -0.003558982353994954 -0.0073112410468141468 0.0017843865583579627 -0.00014858476644585676 -0.00041466491111122745 0.0064825519232078214 0.0007238826271738451 -0.0038618605297636812 0.00038722698833944279 0.011205262760029118 -0.0014052926800079287 0.0050414266127603779 0.0023029657840896878 0.00086128924130413954 -1.5166037407255984e-05 0.0061317793377053979 -0.011229495860636726 0.0035555601283300737 -0.0051896123339840866 -0.0020880597138324512 -0.00052523182852665356 -0.0052435554037937411 -0.00057213171759607905 0.00059263730436836994 -0.0049513884134770843
leaf_weight=710 50 55 60 57 53 74 74 47 251 46 296 81 64 67 394 47 47 122 103 53 778 52 47 56 46
leaf_count=710 50 55 60 57 53 74 74 47 251 46 296 81 64 67 394 47 47 122 103 53 778 52 47 56 46
internal_value=0 0.000410782 -0.00176468 -0.00367327 0.00063764 0.000848726 0.00360875 0.000545539 0.000705145 0.00206551 0.000302714 -0.000383888 -0.000297865 -0.000391261 0.000251426 -0.000858276 -0.00411633 -0.000324722 -0.00108918 0.00184167 -0.000455423 -0.000821824 0.00277112 -0.00139712 -0.00253091
internal_weight=0 1825 172 112 1653 1498 148 1350 1303 297 1006 1905 1855 1791 753 1038 114 672 497 175 924 830 94 155 99
internal_count=3730 1825 172 112 1653 1498 148 1350 1303 297 1006 1905 1855 1791 753 1038 114 672 497 175 924 830 94 155 99
is_linear=0
shrinkage=0.0995203


Tree=2302
num_leaves=25
num_cat=0
split_feature=0 21 4 20 2 2 0 19 2 3 4 3 5 9 5 19 19 22 20 20 2 2 6 5
split_gain=0.0482012 0.0736724 0.0955662 0.117023 0.062131 0.17112 0.153042 0.126713 0.108624 0.123377 0.21476 0.0998888 0.0640661 0.213032 0.167752 0.0492647 0.143871 0.0707045 0.0742193 0.0719787 0.0584161 0.197639 0.152287 0.0274377
threshold=-0.083589999999999984 0.10886500000000003 0.10868000000000001 -0.0086649999999999991 -0.082484999999999989 -0.083204999999999987 -0.085754999999999984 0.10458500000000003 -0.081734999999999988 0.085035000000000013 0.078940000000000024 0.086605000000000029 -0.025879999999999997 0.08709500000000002 -0.015824999999999995 0.11174500000000002 0.12840500000000002 0.080525000000000027 -0.15615999999999999 -0.095634999999999998 -0.070354999999999987 -0.065999999999999989 0.10877500000000002 -0.035924999999999999
decision_type=2 2 2 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 7 8 12 -6 10 -10 -11 13 -1 -14 17 -17 18 -2 -20 22 -22 -21 -18
right_child=15 2 -4 -5 6 -7 -8 -9 9 11 -12 -13 14 -15 -16 16 23 -19 19 20 21 -23 -24 -25
leaf_value=-0.0054157029320696746 -0.004104979895609216 -0.0065836248072511216 0.0016068043403070003 -0.00013379762124983099 0.0043008949444524169 -0.005696768318360002 0.0054387304960633806 0.0048153870419588695 -0.0074497132514107067 0.0046980066398358052 0.0012287216049981654 0.000511621039689582 0.0053271773126898261 0.0013700640009495003 -0.00031190540724259177 -0.0064977334004822918 0.0017773806084667222 0.0029452822451548131 0.0027379636295191113 -0.00039321102749395506 0.005788494637297005 -0.00021617463038922858 -0.0044929066269876498 -0.0015870321383781353
leaf_weight=83 50 55 60 57 77 51 74 56 51 62 63 641 62 102 331 49 49 68 78 968 62 435 99 47
leaf_count=83 50 55 60 57 77 51 74 56 51 62 63 641 62 102 331 49 49 68 78 968 62 435 99 47
internal_value=0 0.0003699 -0.00158906 -0.00330843 0.000574232 -0.000150025 0.00108759 0.000294873 0.000726517 0.000388639 -0.00264656 0.000881998 -0.000141685 -0.00166994 0.000575638 -0.000345769 -0.00210957 -0.000199991 -0.00032688 -0.000211336 -0.000358948 0.000531252 -0.000774363 0.000121693
internal_weight=0 1825 172 112 1653 685 968 634 894 817 114 703 578 185 393 1905 145 1760 1692 1642 1564 497 1067 96
internal_count=3730 1825 172 112 1653 685 968 634 894 817 114 703 578 185 393 1905 145 1760 1692 1642 1564 497 1067 96
is_linear=0
shrinkage=0.0995203


Tree=2303
num_leaves=21
num_cat=0
split_feature=0 1 8 1 0 18 0 8 1 8 3 26 0 0 19 3 17 3 8 9
split_gain=0.0425407 0.078469 0.42409 0.128844 0.101771 0.0741104 0.120099 0.0872323 0.150227 0.107669 0.0644837 0.0562703 0.0543205 0.0714442 0.0690217 0.135999 0.0696143 0.0969878 0.0636138 0.0499072
threshold=-0.086304999999999993 -0.085574999999999998 -0.086154999999999995 -0.083899999999999988 -0.087394999999999987 0.086065000000000016 -0.14075499999999999 -0.090440000000000006 -0.0088199999999999997 -0.087954999999999992 0.088605000000000017 0.40795000000000009 -0.085684999999999997 -0.085245000000000001 0.11174500000000002 0.11125500000000002 -0.53166999999999998 0.099655000000000021 0.0012600000000000003 0.083325000000000024
decision_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 19 -3 5 7 -7 8 -5 -9 -8 12 -2 -14 16 -16 17 -15 -18 -1
right_child=11 3 -4 4 -6 6 10 9 -10 -11 -12 -13 13 14 15 -17 18 -19 -20 -21
leaf_value=0.00082299975934265769 -0.0028128700177583342 -0.0050013201211946265 0.0095496503381892698 0.0057273213418864424 0.0038427678284957342 0.0050437318263253181 0.0024352496153876198 -0.005099723996745173 3.3300782642838351e-05 -0.00052963035186893981 -0.0013121770028508394 0.0029351156209707725 0.0034326139320568932 0.0048780984596032738 -0.0051719648029573103 0.0010008572519061417 -0.00014146383973535835 0.00014193906238793526 -0.0018831348600233063 -0.0036594356511504972
leaf_weight=50 85 46 55 57 78 73 79 56 237 588 107 53 51 61 80 63 1476 145 242 48
leaf_count=50 85 46 55 57 78 73 79 56 237 588 107 53 51 61 80 63 1476 145 242 48
internal_value=0 0.000419769 0.00255378 0.000171985 0.000359272 0.000131593 0.0016223 -0.000279146 0.00114003 -0.000928301 0.000275071 -0.00026769 -0.000345115 -0.000245692 -0.000336845 -0.00244675 -0.000179603 0.00154837 -0.000387275 -0.00136413
internal_weight=0 1474 153 1321 1275 1197 259 938 294 644 186 2256 2203 2118 2067 143 1924 206 1718 98
internal_count=3730 1474 153 1321 1275 1197 259 938 294 644 186 2256 2203 2118 2067 143 1924 206 1718 98
is_linear=0
shrinkage=0.0995203


Tree=2304
num_leaves=12
num_cat=0
split_feature=17 10 1 0 6 17 6 18 0 0 17
split_gain=0.0713048 0.0652014 0.0427435 0.0912421 0.0506049 0.0469115 0.0432328 0.208636 0.0447794 0.0391239 0.0175835
threshold=-0.56655999999999984 0.093790000000000026 -0.50388999999999995 0.12346000000000003 0.15358000000000002 -1.0000000180025095e-35 0.11413500000000003 -0.057764999999999997 0.076335000000000014 1.0000000180025095e-35 -0.11248999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 8 -8 9 -4 -10
right_child=1 -3 4 -5 5 -7 7 -9 10 -11 -12
leaf_value=-0.0031846293882952154 -0.00012163707104569738 -0.0030764868084895047 9.2753079152774634e-06 0.0053336982645352006 0.004146452561068519 0 -0.0048544483295032883 0.0023563052323895307 -0.00070658022224850123 0.002239338749639737 -0.0034427262740499239
leaf_weight=71 85 67 3025 47 55 53 90 71 46 80 49
leaf_count=71 85 67 3025 47 55 53 90 71 46 80 49
internal_value=0 -1.73283e-07 5.68371e-05 0.00181459 -9.8118e-06 0.00211037 -7.81838e-05 -0.00166947 1.62185e-06 6.69963e-05 -0.00212647
internal_weight=0 3668 3601 132 3469 108 3361 161 3200 3105 95
internal_count=3739 3668 3601 132 3469 108 3361 161 3200 3105 95
is_linear=0
shrinkage=0.0995203


Tree=2305
num_leaves=13
num_cat=0
split_feature=22 6 3 9 6 9 6 5 36 3 1 3
split_gain=0.0622595 0.0452905 0.12048 0.173207 0.115328 0.114938 0.0446914 0.0993351 0.0355933 0.0735063 0.0613701 0.0506574
threshold=0.13160500000000006 0.12080000000000003 0.10850000000000003 0.11542500000000001 0.11413500000000003 0.091615000000000016 0.10449000000000003 -0.0031649999999999998 0.088355000000000031 0.080495000000000025 0.05340000000000001 0.083955000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 6 -3 8 -8 9 10 -1 -11
right_child=-2 2 3 -5 -6 -7 7 -9 -10 11 -12 -13
leaf_value=-0.00391109656097695 -0.0032900557505462316 0.0074182166357548021 -0.0052960089290814425 0.002952891278459152 -0.0037303157443756116 0.0006140346178508967 0.0049398229025179839 -0.0012114134988831927 0.0019726420832235463 0.0017391054075287862 0.00012653292465225944 -0.00010183234438890087
leaf_weight=90 58 48 48 53 84 51 55 49 83 156 63 2901
leaf_count=90 58 48 48 53 84 51 55 49 83 156 63 2901
internal_value=0 -3.60973e-06 0.00145252 -0.000959274 -8.75064e-05 0.0039213 2.33093e-06 0.00203377 -6.15778e-05 -0.000114431 -0.00224319 -7.6207e-06
internal_weight=0 3681 200 101 3481 99 3397 104 3293 3210 153 3057
internal_count=3739 3681 200 101 3481 99 3397 104 3293 3210 153 3057
is_linear=0
shrinkage=0.0995203


Tree=2306
num_leaves=14
num_cat=0
split_feature=17 10 24 2 2 3 3 2 2 3 17 3 18
split_gain=0.0590147 0.0520528 0.0576865 0.0371875 0.101572 0.0871295 0.123974 0.0505787 0.141839 0.12716 0.22155 0.0544031 0.0403585
threshold=-0.56655999999999984 0.093790000000000026 0.10415500000000003 -0.095649999999999999 -0.097424999999999998 0.090205000000000021 0.096385000000000012 -0.086414999999999992 -0.085804999999999992 0.083815000000000014 0.0036400000000000009 0.097880000000000023 -0.095799999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 12 -7 9 -9 -5 -11 -10 -2
right_child=1 -3 -4 7 -6 6 -8 8 11 10 -12 -13 -14
leaf_value=-0.0028911700516269291 -0.00033670701613428737 -0.0027427600200753189 -0.0034443412533348779 0.0037147834308307089 0.0051783499677030527 -0.0044205758641252396 0.00065384277843904951 0.0046803611001615935 -0.00034470183250895895 -0.0004228608178352695 -0.0068507710481653531 0.00057395895127932805 0.0030435346675589223
leaf_weight=71 48 67 46 46 50 68 159 66 1651 232 69 1041 125
leaf_count=71 48 67 46 46 50 68 159 66 1651 232 69 1041 125
internal_value=0 5.47515e-06 5.6836e-05 0.00010237 0.00094791 0.000417058 -0.000862642 -1.99085e-05 0.000122296 -0.00115253 -0.00189909 1.02414e-05 0.00210093
internal_weight=0 3668 3601 3555 450 400 227 3105 2758 347 301 2692 173
internal_count=3739 3668 3601 3555 450 400 227 3105 2758 347 301 2692 173
is_linear=0
shrinkage=0.0995203


Tree=2307
num_leaves=10
num_cat=0
split_feature=17 10 24 1 0 5 3 3 3
split_gain=0.047852 0.0422071 0.0467767 0.0353658 0.0727946 0.0393533 0.0429538 0.102449 0.0771252
threshold=-0.56655999999999984 0.093790000000000026 0.10415500000000003 -0.50388999999999995 0.12346000000000003 0.51935500000000012 0.099950000000000025 0.10583000000000002 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -5
right_child=1 -3 -4 5 -6 -7 7 -9 -10
leaf_value=-0.0026034403862789687 -3.7560112155605122e-05 -0.0024698000983904189 -0.0031015597171358423 1.34400462739685e-05 0.0048338275841403695 -0.0021099124811272056 0.002608863138170344 0.00012354125937726534 -0.0021155936282745186
leaf_weight=71 85 67 46 2121 47 83 205 831 183
leaf_count=71 85 67 46 2121 47 83 205 831 183
internal_value=0 4.88584e-06 5.11571e-05 9.2182e-05 0.00169075 3.02979e-05 8.37279e-05 0.000616118 -0.000155308
internal_weight=0 3668 3601 3555 132 3423 3340 1036 2304
internal_count=3739 3668 3601 3555 132 3423 3340 1036 2304
is_linear=0
shrinkage=0.0995203


Tree=2308
num_leaves=29
num_cat=0
split_feature=9 9 26 18 9 2 0 9 9 17 17 0 17 5 17 9 9 0 2 5 26 26 9 2 9 4 2 9
split_gain=0.0654933 0.0922741 0.160147 0.177509 0.136691 0.227532 0.100851 0.0859165 0.079735 0.0748213 0.195386 0.215028 0.160237 0.120124 0.089618 0.0856212 0.171924 0.0720463 0.070695 0.11845 0.0648971 0.181309 0.163618 0.193894 0.154408 0.0651258 0.0640869 0.0630519
threshold=0.089935000000000029 0.087495000000000031 0.091275000000000023 -0.091594999999999996 0.088285000000000016 -0.079604999999999995 -0.086589999999999986 0.087055000000000021 0.090695000000000012 -0.036600000000000001 -0.072334999999999997 -0.071340000000000001 -0.010655 0.058505000000000008 -0.10071499999999999 0.09227500000000001 0.094435000000000033 -0.083390000000000006 -0.068779999999999994 0.26760500000000004 0.098705000000000029 0.088775000000000021 0.085945000000000021 -0.081915000000000002 0.085355000000000028 0.11541000000000003 -0.082275000000000001 0.085610000000000019
decision_type=2 2 2 2 2 2 2 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 17 -5 20 -2 10 14 -12 -11 15 18 -14 -17 -6 19 -10 21 22 27 -24 -23 -22 -4 -1
right_child=8 2 26 4 5 -7 -8 -9 9 12 11 -13 13 -15 -16 16 -18 -19 -20 -21 25 24 23 -25 -26 -27 -28 -29
leaf_value=0.00012576828710273122 -0.0036182463582588678 0.0082800570117438962 -0.0042184923001417612 -0.0045141263718462858 0.009148179054200652 -0.0011063855954490127 0.0016311182444081109 -0.0031197192602166481 -0.0044314110507634834 0.0051594598184571084 -0.0099997227409711151 -0.00078627435075951768 -0.0034210131704213082 0.0043666847764487985 0.0037890247540998461 0.0037559150920283384 -0.00090600126288057346 0.00379239031541389 0.0023894805163202685 -0.00021072767810730188 0.00033451335609597111 0.00030180096045504245 0.0063923540140531417 -0.0014587471772660402 -0.0070898423010457368 0.0052404864887942246 0.00081261476347271172 -0.0036153638273544132
leaf_weight=1484 78 49 52 46 51 63 62 81 91 62 48 53 87 54 47 96 426 50 58 240 60 50 88 48 63 49 48 46
leaf_count=1484 78 49 52 46 51 63 62 81 91 62 48 53 87 54 47 96 426 50 58 240 60 50 88 48 63 49 48 46
internal_value=0 0.000339911 0.00167729 0.00276167 0.00176454 0.00357607 -0.000978722 5.35439e-05 -0.000529246 -0.000337676 -0.00122837 -0.00517305 0.000320926 -0.000130312 -0.000312707 -0.000530405 -4.70688e-05 0.00650491 -0.000810394 -0.00137357 0.000190119 4.5223e-05 0.000307336 0.00361536 -0.00381196 0.00254746 -0.00179538 1.27546e-05
internal_weight=0 2390 421 321 272 164 108 1969 1340 1262 537 101 725 663 436 609 522 101 389 331 1888 1779 1666 136 113 109 100 1530
internal_count=3730 2390 421 321 272 164 108 1969 1340 1262 537 101 725 663 436 609 522 101 389 331 1888 1779 1666 136 113 109 100 1530
is_linear=0
shrinkage=0.0995203


Tree=2309
num_leaves=22
num_cat=0
split_feature=9 19 9 9 26 1 9 3 8 2 9 9 9 26 9 0 6 6 1 6 9
split_gain=0.0531241 0.119119 0.0799415 0.0748365 0.144342 0.252893 0.241605 0.222101 0.139634 0.134153 0.0701705 0.0657808 0.112297 0.115162 0.163752 0.0964753 0.044199 0.106624 0.169291 0.0837496 0.0915624
threshold=0.089935000000000029 -0.050215000000000003 0.090695000000000012 0.087495000000000031 0.089365000000000014 -0.07825 0.088135000000000033 0.090835000000000013 -0.082299999999999998 -0.080695000000000003 0.087155000000000024 0.091310000000000016 0.091885000000000022 0.11215000000000001 0.09586500000000002 -0.066735000000000003 0.10615500000000003 0.089165000000000022 -0.084759999999999988 0.088315000000000018 0.085945000000000021
decision_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 10 5 -5 -7 -8 9 -6 16 -4 -13 15 -15 -14 17 19 -19 20 -1
right_child=1 2 11 4 8 6 7 -9 -10 -11 -12 12 13 14 -16 -17 -18 18 -20 -21 -22
leaf_value=-5.0599300319965966e-05 -0.0049291965737835166 -0.0033873805582435973 0.0031899791489178441 0.0097892154587276934 0.0049177554767041625 -0.0034626931053978313 -0.00011044192792333562 0.0083690256716926724 -0.0035842298856828729 -0.0021921108249720162 -0.0033613926388744112 -0.0039947230652852281 0.0014812228877734664 -0.0061872651220434933 -0.00045496847957153698 -0.00085761635389466331 -0.00210720960818424 -0.00052754935596680062 0.0067011995763156624 -0.0038868185825178666 0.0026630585744725718
leaf_weight=1515 57 77 58 46 61 63 61 61 83 46 58 74 500 62 244 268 82 65 63 52 134
leaf_count=1515 57 77 58 46 61 63 61 61 83 46 58 74 500 62 244 268 82 65 63 52 134
internal_value=0 -0.000476636 -0.000278183 0.000306151 0.00151056 0.00318229 0.00153506 0.00412258 -0.000517606 0.00185353 4.82152e-05 -7.89902e-05 -0.00024486 1.2748e-05 -0.00161909 0.000664 0.000152127 0.000253868 0.00302396 4.49383e-05 0.00016942
internal_weight=0 1340 1283 2390 421 231 185 122 190 107 1969 1206 1148 1074 306 768 1911 1829 128 1701 1649
internal_count=3730 1340 1283 2390 421 231 185 122 190 107 1969 1206 1148 1074 306 768 1911 1829 128 1701 1649
is_linear=0
shrinkage=0.0995203


Tree=2310
num_leaves=18
num_cat=0
split_feature=6 6 2 2 5 6 2 26 2 2 26 18 5 0 26 18 26
split_gain=0.0370722 0.0450739 0.0367723 0.10474 0.258591 0.185318 0.0863374 0.0771456 0.179734 0.185956 0.144166 0.0599314 0.284524 0.0875757 0.0853642 0.114479 0.0781434
threshold=-0.48214499999999999 -0.46637499999999998 -0.081734999999999988 -0.080555000000000002 -0.082635 -0.074569999999999984 -0.082025000000000001 0.097505000000000022 -0.082294999999999993 -0.082644999999999982 0.11624000000000002 -0.082304999999999989 -0.011514999999999999 -0.066264999999999991 0.11991000000000003 -0.073454999999999993 0.12456500000000002
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 -4 -6 7 8 9 -3 -9 12 -5 -14 15 -13 -16
right_child=1 2 3 11 5 -7 -8 10 -10 -11 -12 14 13 -15 16 -17 -18
leaf_value=0.0020062259354363949 -0.0028812623338564463 -2.6929955437898124e-06 -0.0064342706179371838 -0.0084669573571970989 0.0053498275871124044 -0.0026757825053330755 0.0044076171347635848 0.0050293861055963566 -0.0052590333896989604 0.0054566699593445525 -0.0017977034981959271 0.005411573974794576 0.0014202500791601843 -0.0017464400101240736 -0.0048850780041197056 0.00040052403605762198 -0.00045455256309015208
leaf_weight=91 54 1247 89 46 49 68 51 84 61 65 48 47 176 170 53 1175 156
leaf_count=91 54 1247 89 46 49 68 51 84 61 65 48 47 176 170 53 1175 156
internal_value=0 -2.73335e-05 1.54263e-05 -0.000263456 -0.00239059 0.000678374 0.00037961 0.000242569 2.10394e-05 0.000267155 0.00254061 -2.2639e-05 -0.00111329 -0.000133272 0.000275557 0.000593927 -0.001582
internal_weight=0 3639 3585 2029 206 117 1556 1505 1373 1312 132 1823 392 346 1431 1222 209
internal_count=3730 3639 3585 2029 206 117 1556 1505 1373 1312 132 1823 392 346 1431 1222 209
is_linear=0
shrinkage=0.0995203


Tree=2311
num_leaves=25
num_cat=0
split_feature=9 19 9 9 26 20 1 26 6 26 1 9 26 26 9 9 2 4 26 9 9 26 26 20
split_gain=0.0473404 0.104111 0.106919 0.0550073 0.122229 0.274437 0.145244 0.101044 0.203286 0.103221 0.138624 0.0613977 0.0549886 0.152071 0.128549 0.112912 0.154771 0.0581304 0.0562405 0.0493119 0.0940924 0.0828241 0.15458 0.094153
threshold=0.090255000000000016 -0.050215000000000003 0.090695000000000012 0.087495000000000031 0.08709500000000002 -0.0065649999999999997 0.005935000000000001 0.089365000000000014 -0.0072949999999999994 0.091570000000000026 -0.081394999999999981 0.087055000000000021 0.098705000000000029 0.088775000000000021 0.085355000000000028 0.085945000000000021 -0.081915000000000002 0.11541000000000003 0.086895000000000014 0.091310000000000016 0.091885000000000022 0.11215000000000001 0.11724000000000002 -0.078725000000000003
decision_type=2 2 2 2 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 11 5 -5 7 8 -6 10 -9 12 13 15 -15 18 -17 -14 -1 -4 -21 23 -23 -22
right_child=1 2 19 4 6 -7 -8 9 -10 -11 -12 -13 17 14 -16 16 -18 -19 -20 20 21 22 -24 -25
leaf_value=0.00021429210799632259 -0.004660685878899817 -0.0047832388778649261 0.0027443667715040649 0.0089023569735326366 -0.0011025625644211019 -0.0014174932375111238 -0.0047626574965274181 -0.0062432586738781449 0.0075573228200393671 0.0022878584060906566 0.0010968479923115103 -0.0026283365672662316 0.00024817994316997659 0.00025578860116573537 -0.006487167774226278 0.0055058682904114368 -0.0015080411742988426 0.0048836141845037461 -0.0019648351509211032 -0.0036619122903190789 -0.0014904114503982355 -0.0054849104947577694 -0.00015570323015470756 0.0011514414738475135
leaf_weight=1402 56 50 58 57 49 46 47 48 59 89 54 81 60 50 63 88 48 49 128 74 172 70 236 596
leaf_count=1402 56 50 58 57 49 46 47 48 59 89 54 81 60 50 63 88 48 49 128 74 172 70 236 596
internal_value=0 -0.000461285 -0.000273399 0.000281172 0.00127527 0.00428555 0.000376779 0.00118739 0.00362072 -0.000184241 -0.0023493 5.40678e-05 0.000169583 3.61709e-05 -0.00349632 0.000276261 0.00302435 0.00233951 3.14509e-05 -8.57451e-05 -0.000229443 6.29654e-06 -0.00137748 0.000558711
internal_weight=0 1312 1256 2418 449 103 346 299 108 191 102 1969 1888 1779 113 1666 136 109 1530 1206 1148 1074 306 768
internal_count=3730 1312 1256 2418 449 103 346 299 108 191 102 1969 1888 1779 113 1666 136 109 1530 1206 1148 1074 306 768
is_linear=0
shrinkage=0.0995203


Tree=2312
num_leaves=28
num_cat=0
split_feature=8 8 8 2 8 26 8 6 8 21 3 3 3 0 18 20 18 6 6 18 3 3 6 2 26 6 26
split_gain=0.0450878 0.103337 0.0863552 0.142773 0.0659477 0.101172 0.264624 0.492921 0.0989008 0.0992316 0.0668045 0.20296 0.200961 0.111082 0.0656502 0.0615979 0.0600564 0.0523538 0.152506 0.130687 0.180637 0.120835 0.103529 0.0874957 0.084178 0.0836804 0.00936674
threshold=-0.080055000000000001 -0.079219999999999999 -0.081415000000000001 -0.085599999999999996 -0.082014999999999991 0.084645000000000012 -0.086404999999999996 -0.0093650000000000001 -0.087444999999999995 -1.0000000180025095e-35 0.09049500000000002 0.089655000000000026 0.091615000000000016 -0.092474999999999988 -0.048605000000000002 0.13407000000000005 -0.020999999999999998 0.091795000000000015 0.090195000000000011 0.090540000000000023 0.096385000000000012 0.09940000000000003 0.088155000000000025 -0.08126499999999999 0.11444500000000003 0.049085000000000011 0.12043500000000003
decision_type=2 2 2 2 2 2 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 6 8 -8 9 -1 11 13 -12 -7 -5 17 -14 18 22 20 23 -22 25 -19 -21 -3 -26
right_child=1 15 3 14 -6 10 7 -9 -10 -11 12 -13 16 -15 -16 -17 -18 19 -20 24 21 -23 -24 -25 26 -27 -28
leaf_value=0.0039952065725572519 0.0046696798284939179 -1.3307357556739574e-05 0.0014637210699096738 -0.0077572114506675154 0.0029072010563094904 0.0020205748767634863 0.012393547471581832 -0.0011893931258419059 -0.0046559748891163294 -0.00037272884464971124 -0.0078974650601944842 0.0055532624006003955 -0.0038683431329272775 -0.0014524868953642589 -0.0024062821171874382 0.003177892845410096 -0.0003292761463144118 0.0020062432436458114 -0.0058782862760002096 -0.0038968670023192399 -0.0038366725105747723 0.0022270862658114658 0.0045896459536448496 0.00746774798548699 0.0017313419722342863 -0.00348713957285235 -0.00024334520265867137
leaf_weight=59 52 1169 51 46 65 110 50 56 46 405 50 53 60 530 46 65 231 50 46 67 52 87 46 71 46 73 48
leaf_count=59 52 1169 51 46 65 110 50 56 46 405 50 53 60 530 46 65 231 50 46 67 52 87 46 71 46 73 48
internal_value=0 0.000294677 -0.000397282 -0.00274735 -0.000200851 -0.000323786 0.0006851 0.00520993 -0.000253751 0.000180913 -0.000925616 -0.000363051 -0.00206649 -0.000854275 -0.00509065 0.000169227 -0.00106179 5.7328e-05 -0.000247537 0.00102528 0.00240612 -3.54814e-05 -4.58026e-05 0.0052177 -0.00119956 -0.000218145 0.000714283
internal_weight=0 1872 1858 143 1715 1650 616 106 510 464 1034 693 341 640 92 1820 291 1755 1334 421 260 139 1288 121 161 1242 94
internal_count=3730 1872 1858 143 1715 1650 616 106 510 464 1034 693 341 640 92 1820 291 1755 1334 421 260 139 1288 121 161 1242 94
is_linear=0
shrinkage=0.0995203


Tree=2313
num_leaves=28
num_cat=0
split_feature=27 27 8 22 8 2 8 2 2 6 2 21 3 1 18 5 0 0 2 0 6 1 22 0 8 3 18
split_gain=0.0416383 0.104779 0.058132 0.100663 0.0791705 0.094855 0.189033 0.137773 0.104812 0.170109 0.0871752 0.071164 0.0653849 0.0532233 0.0758762 0.107368 0.0552859 0.139842 0.106781 0.101409 0.092103 0.0522606 0.0518097 0.0301079 0.094336 0.0694626 0.0199002
threshold=0.076710000000000014 0.085540000000000019 -0.08731499999999999 0.086035000000000014 -0.087770000000000001 -0.082404999999999992 -0.092094999999999996 -0.084869999999999987 -0.080744999999999997 0.08481000000000001 -0.07934999999999999 0.097120000000000026 0.13345500000000002 -0.17548999999999998 0.091330000000000008 0.25032500000000008 -0.079805000000000001 -0.079119999999999982 -0.080974999999999991 -0.080434999999999993 -0.14723999999999998 -0.0086750000000000004 0.078345000000000012 -0.093765000000000001 -0.079434999999999992 0.096595000000000028 -0.117225
decision_type=2 2 2 2 2 2 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 13 5 6 -1 -8 9 -7 -10 -5 -12 14 15 -4 19 -18 -19 20 -15 -13 23 25 -25 -3 -17
right_child=1 22 3 11 -6 8 7 -9 10 -11 12 21 -14 16 -16 26 17 18 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=-0.0060841498043009501 0.0040575517545111571 0.0047493554299519016 -0.0058421584648129703 0.0055955510089082169 -0.0046263746744856296 0.0073165020694082377 0.0035334195981993346 -0.0034184004255910271 -0.0038997894404691025 -0.00058415620459956207 0.00084955083590797275 -0.0010716691698163649 -0.0020711999923389039 -0.0036326106044650376 0.0020219114676884842 -0.0020379714803384127 0.0055765323503151236 -0.0012185189978633152 0.0011786658770234367 -0.0047524130136201853 3.5322876724673415e-05 0.0032205591897577985 -0.0028833737446840734 -0.0024374334695083655 0.0024253015616396592 -8.8559659457847085e-05 0.00059684530696694647
leaf_weight=84 83 48 62 50 53 47 58 55 69 63 250 56 109 72 46 55 54 282 529 50 1157 56 49 89 71 75 58
leaf_count=84 83 48 62 50 53 47 58 55 69 63 250 56 109 72 46 55 54 282 529 50 1157 56 49 89 71 75 58
internal_value=0 0.000894614 -0.000162709 6.97122e-05 -0.00090909 -0.000639926 -0.00250834 0.000142546 4.27101e-05 0.00278414 -0.00065995 0.00246985 -3.49708e-05 -9.43486e-05 -0.00156497 -0.00251249 5.68591e-05 0.000671705 0.00034411 -0.000358327 -0.000178894 0.00106714 0.000101414 0.000621108 -0.000274478 0.00179275 -0.000678343
internal_weight=0 415 3315 2527 788 735 197 113 538 110 428 162 359 2365 221 175 2144 865 811 1279 1229 112 332 283 160 123 113
internal_count=3730 415 3315 2527 788 735 197 113 538 110 428 162 359 2365 221 175 2144 865 811 1279 1229 112 332 283 160 123 113
is_linear=0
shrinkage=0.0995203


Tree=2314
num_leaves=30
num_cat=0
split_feature=26 26 0 17 17 20 26 26 20 9 9 9 2 5 9 5 9 20 0 0 18 3 26 5 0 4 17 21 6
split_gain=0.0349369 0.0941678 0.15013 0.0913349 0.056326 0.0851324 0.0819019 0.106284 0.0852346 0.0923389 0.265047 0.23258 0.0647157 0.166986 0.279298 0.27661 0.202103 0.136099 0.109523 0.0762898 0.144625 0.157774 0.103414 0.358617 0.145377 0.0673627 0.0635478 0.100982 0.0467076
threshold=-0.10954 -0.22491999999999998 -0.079119999999999982 -0.049834999999999997 -0.000475 0.10634000000000003 0.12043500000000003 0.29612500000000008 -0.077394999999999992 0.092465000000000033 0.094085000000000016 0.090255000000000016 -0.081344999999999987 -0.021235 0.083955000000000016 -0.015214999999999999 0.087635000000000032 -0.049389999999999996 -0.063914999999999986 -0.078289999999999985 0.11835500000000003 0.096385000000000012 0.089795000000000028 -0.042209999999999991 -0.091935000000000003 0.085720000000000018 -0.53166999999999998 0.08500000000000002 -0.14213999999999999
decision_type=2 2 2 2 2 2 2 2 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 8 -8 26 11 -11 -10 13 14 -6 -15 -16 -18 19 22 21 -21 24 -24 -14 -20 -2 -28 -27
right_child=4 2 -4 -5 12 -7 7 -9 9 10 -12 -13 18 15 16 -17 17 -19 25 20 -22 -23 23 -25 -26 28 27 -29 -30
leaf_value=-0.0027548516593679379 0.0035341565508152824 9.7584809364793291e-05 0.0076414132700020751 0.0018572695809768462 0.0064771275613298403 0.0038202606282990025 0.0057299961019982148 -0.00028323710832387172 -0.00049955418610297595 -0.0083607612244678223 -0.00058149073746885751 0.0050280526049257621 -0.00027634581858028423 -0.010492430976028332 -0.0064653314509940697 -0.0011114000768681328 -0.0034925109071775717 0.0026568162637988593 -0.0048897753741896166 0.0076395164981276345 -0.0025034602903529061 0.0011288897019080687 0.00035592836947789575 -0.0085281021959325715 0.0042128313616053405 -0.0029928354402984857 0.0024415374175745649 -0.00071345282480368677 0.0011593294027981637
leaf_weight=84 84 61 46 86 50 63 57 59 935 54 222 82 361 49 64 86 59 90 69 56 56 109 171 61 89 53 166 254 54
leaf_count=84 84 61 46 86 50 63 57 59 935 54 222 82 361 49 64 86 59 90 69 56 56 109 171 61 89 53 166 254 54
internal_value=0 0.00103464 0.00334838 -0.000416846 -0.000126888 0.000220319 0.000101335 0.00266449 -6.36658e-05 -0.000492014 -0.00210649 -5.3062e-05 -0.00059195 -0.00167688 -0.000213121 -0.00452243 -0.00178745 0.000216353 -0.000191004 0.000250829 0.00185823 0.00334352 -0.000268843 -0.00197643 0.000609695 -0.00246256 0.00103363 0.000531571 -0.0008897
internal_weight=0 277 107 170 3453 1976 1913 116 1797 1293 276 1017 1477 398 263 135 213 149 1079 903 221 165 682 232 450 176 504 420 107
internal_count=3730 277 107 170 3453 1976 1913 116 1797 1293 276 1017 1477 398 263 135 213 149 1079 903 221 165 682 232 450 176 504 420 107
is_linear=0
shrinkage=0.0995203


Tree=2315
num_leaves=20
num_cat=0
split_feature=27 27 36 0 17 18 1 3 2 0 2 18 18 1 29 26 1 20 1
split_gain=0.0292866 0.0802013 0.0486806 0.0610955 0.0816921 0.0867047 0.0787758 0.128188 0.0763738 0.0576867 0.0988248 0.0539725 0.155155 0.0937792 0.0469451 0.104512 0.0556555 0.0735655 0.059628
threshold=0.076710000000000014 0.085540000000000019 0.088355000000000031 -0.050494999999999991 -0.56368999999999991 -0.14734 -0.50763499999999995 0.11693000000000002 -0.15012499999999998 -0.062714999999999993 -0.072624999999999981 -0.098315 -0.093649999999999997 0.031740000000000011 -0.082239999999999994 -0.091484999999999997 -0.0090649999999999984 -0.048779999999999997 0.44303500000000012
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 8 -5 -6 -7 -8 -1 11 -11 13 -13 -10 15 -3 -16 -18 -19
right_child=1 14 -4 4 5 6 7 -9 9 10 -12 12 -14 -15 16 -17 17 18 -20
leaf_value=-0.0040345677941979515 0.003518642969142353 -0.0012787246794900428 0.0028848407771897306 0.0026018140916934996 0.0013247110563454772 0.0002068621772775086 -0.0054383890508334469 -0.00080520985408471071 -0.00017565275325483485 0.0056096878244290384 -0.00047323257401470347 0.0047999657425921681 -2.2461907015532038e-05 -0.0042542196434132802 -0.0031370669177373245 0.0051476914727717569 0.0031571396603588191 -0.0039783686725923294 0.00074238039456768598
leaf_weight=46 83 51 52 48 74 82 132 108 192 49 57 68 2328 79 67 49 57 46 62
leaf_count=46 83 51 52 48 74 82 132 108 192 49 57 68 2328 79 67 49 57 46 62
internal_value=0 0.000751483 -0.000135243 -0.000183623 -0.00126873 -0.00173995 -0.00244679 -0.00335687 -1.24261e-05 5.40002e-05 0.00233096 -3.61908e-05 0.00011406 -0.00136763 5.72272e-05 0.00186203 -0.000717178 0.000260482 -0.00126073
internal_weight=0 415 3315 3263 444 396 322 240 2819 2773 106 2667 2396 271 332 100 232 165 108
internal_count=3730 415 3315 3263 444 396 322 240 2819 2773 106 2667 2396 271 332 100 232 165 108
is_linear=0
shrinkage=0.0995203


Tree=2316
num_leaves=20
num_cat=0
split_feature=26 17 8 8 5 8 1 0 5 5 17 17 5 26 6 3 2 5 18
split_gain=0.0618135 0.0482448 0.0922379 0.136418 0.0822771 0.131766 0.171617 0.0817363 0.0777143 0.147511 0.192041 0.121344 0.19394 0.0827006 0.0690271 0.108743 0.068969 0.0816306 0.114424
threshold=-0.396395 -0.0017249999999999998 -0.088874999999999996 -0.086254999999999984 -0.14118999999999998 -0.11257499999999999 -0.078509999999999983 -0.16423499999999999 -0.09583499999999999 -0.091229999999999992 -0.0050499999999999998 -0.0082649999999999998 -0.082635 0.084165000000000031 0.024640000000000006 0.11523000000000001 0.12610000000000002 0.054660000000000007 0.12487500000000003
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 7 -6 -7 -3 13 -10 11 12 -11 -2 15 -9 17 18 -5
right_child=1 2 3 16 5 6 -8 14 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0033105033227638259 -0.0058867847776053498 -0.0029493759908328634 0.0048418617191044837 0.0014839691435530368 0.00093348673616571668 -0.0010281692850650772 -0.0089439118253590976 -0.0013976631098759895 0.0043547465247852635 -0.0056386003087596729 -0.0056820584578253603 0.0038973108442540943 -1.5730012160708631e-05 0 0.0047370427755176149 0.0039324084529083194 -0.0030273750825869044 -0.0022418740890724877 -0.0022643922223852466
leaf_weight=61 48 56 85 846 75 63 48 113 72 63 62 74 1713 47 46 57 47 77 89
leaf_count=61 48 56 85 846 75 63 48 113 72 63 62 74 1713 47 46 57 47 77 89
internal_value=0 0.000115622 0.000526203 0.0010043 -0.000666203 -0.00227995 -0.00445857 0.000434308 -0.000200363 -6.67955e-05 -0.000233725 -5.069e-05 -0.000215651 -0.00298119 0.00131535 0.000384664 0.000695505 0.000869215 0.0011263
internal_weight=0 3681 1602 1144 458 186 111 272 2079 1984 1912 1850 1776 95 216 170 1059 1012 935
internal_count=3742 3681 1602 1144 458 186 111 272 2079 1984 1912 1850 1776 95 216 170 1059 1012 935
is_linear=0
shrinkage=0.0995203


Tree=2317
num_leaves=19
num_cat=0
split_feature=26 17 0 17 29 9 3 17 5 5 1 0 5 9 2 2 1 3
split_gain=0.0501244 0.0435369 0.0817446 0.0709907 0.0717541 0.0622131 0.128543 0.0716303 0.056313 0.147321 0.282051 0.112812 0.0963139 0.107035 0.187654 0.0589011 0.0536182 0.0964627
threshold=-0.396395 0.057560000000000014 0.13167000000000004 0.048755000000000014 -0.08570499999999999 0.096830000000000013 0.10089500000000003 0.41435500000000008 -0.040404999999999996 -0.082179999999999989 -0.050379999999999994 -0.082604999999999998 -0.021235 0.084985000000000019 -0.075209999999999985 0.08814000000000001 0.51334500000000016 0.16149500000000003
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 8 -7 -8 9 11 -11 15 -10 -14 -15 -3 17 -6
right_child=1 5 -4 -5 16 6 7 -9 12 10 -12 -13 13 14 -16 -17 -18 -19
leaf_value=0.0029810413543555998 0.0029362289183268581 -0.00084253284830975328 -0.0034899566401973233 -0.0036048569644252437 5.7556733962318942e-06 0.0069598719963198195 0.003238910605492547 -0.0021116625052949611 0.0043702414759749404 -0.0088927918709660707 0.0016146271520000037 0.0049158661030995268 -0.0030473140844265159 0.0052706226828238625 -0.0029046801152323156 0.002876254552478624 0.0030282020370830799 -0.0041698342371127121
leaf_weight=61 84 223 68 53 2531 46 50 49 80 51 50 52 64 70 46 52 56 56
leaf_count=61 84 223 68 53 2531 46 50 49 80 51 50 52 64 70 46 52 56 56
internal_value=0 0.000103987 -8.08556e-05 2.2381e-06 7.26433e-05 0.00073694 0.00261123 0.000582378 0.000340733 -0.000359482 -0.003683 0.000664544 0.00149654 0.000214794 0.00202164 -0.000136367 -1.80577e-05 -8.43157e-05
internal_weight=0 3681 2848 2780 2727 833 145 99 688 428 101 327 260 180 116 275 2643 2587
internal_count=3742 3681 2848 2780 2727 833 145 99 688 428 101 327 260 180 116 275 2643 2587
is_linear=0
shrinkage=0.0995203


Tree=2318
num_leaves=29
num_cat=0
split_feature=17 29 35 3 17 0 3 4 3 0 19 3 4 18 1 4 29 5 17 3 5 5 3 3 5 3 0 0
split_gain=0.0409118 0.0841535 0.0747023 0.0853686 0.102376 0.16165 0.176358 0.126481 0.140408 0.154331 0.129726 0.111592 0.0989845 0.0965771 0.0934459 0.0728563 0.086348 0.114997 0.099823 0.310787 0.0936889 0.0691495 0.0671757 0.264784 0.119895 0.0607326 0.0583265 0.0600579
threshold=-0.0017249999999999998 -0.08570499999999999 -0.011294999999999999 0.10792500000000002 0.0041300000000000009 -0.11239999999999999 0.093615000000000018 0.077430000000000013 0.094685000000000033 -0.081854999999999997 0.098445000000000019 0.087385000000000032 0.11849500000000003 0.081485000000000016 0.40780000000000011 0.11706000000000001 -0.046564999999999995 -0.0060949999999999997 -0.011809999999999999 0.084465000000000026 -0.087969999999999993 -0.045014999999999993 0.084795000000000023 0.083875000000000019 -0.082635 0.12061000000000002 -0.066264999999999991 -0.117355
decision_type=2 2 2 2 2 2 2 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 -4 11 8 9 -6 -10 -7 14 -9 21 16 17 -3 22 -20 -21 25 23 -18 -24 -5 27 -14
right_child=2 15 3 12 7 6 -8 13 10 -11 -12 -13 26 -15 -16 -17 18 -19 19 20 -22 -23 24 -25 -26 -27 -28 -29
leaf_value=0.004010497855244064 -0.0029328475754422643 -5.6609217407954215e-05 0.0080156422135754489 0.0020597689667983415 0.001235463122610944 0.0015727925075676285 -0.0027348053975412624 -0.005097798077779379 0.0042447385461621221 -0.0026741837820163086 -0.001195129190813912 0.0074354479694443065 0.0017658996915596466 0.00088708718600564963 -0.0044300620720882306 0.0026957391891263122 -0.0010503073740918453 -0.0068730980452185583 -0.0085027197171031674 -0.0041148377162533497 0.00074771510102418504 -0.0034873093406666829 -0.0030082884583097842 0.0063348653910246062 0.00014355374910960322 -0.0022500427817621362 0.0033559072835111997 -0.0028879842525357299
leaf_weight=47 60 53 49 99 338 95 63 63 190 142 56 49 66 46 84 80 125 46 57 50 182 55 132 78 1263 48 79 47
leaf_count=47 60 53 49 99 338 95 63 63 190 142 56 49 66 46 84 80 125 46 57 50 182 55 132 78 1263 48 79 47
internal_value=0 -0.000152522 0.000511004 0.000643222 0.00112934 0.00287127 0.00164956 0.000594313 0.00106971 7.71536e-05 0.00300307 0.00357341 -0.000464606 -0.00256456 -0.00163927 -0.000247624 -0.0003666 -0.00323214 -0.000215828 -0.00191804 -0.000296721 -0.000474689 9.15062e-05 0.00178331 -0.000154098 0.000646914 0.00128089 -0.000162542
internal_weight=0 2113 1629 1569 1091 256 207 835 726 480 246 144 478 109 286 2066 1986 99 1887 289 232 202 1598 203 1395 147 192 113
internal_count=3742 2113 1629 1569 1091 256 207 835 726 480 246 144 478 109 286 2066 1986 99 1887 289 232 202 1598 203 1395 147 192 113
is_linear=0
shrinkage=0.0995203


Tree=2319
num_leaves=17
num_cat=0
split_feature=26 0 17 17 3 1 3 0 5 1 5 17 5 2 0 11
split_gain=0.0408821 0.0361368 0.0345132 0.127169 0.126383 0.104161 0.089167 0.138771 0.0786734 0.221718 0.117309 0.0570848 0.124666 0.0889668 0.0640317 0.0640682
threshold=-0.396395 -0.233955 0.12439000000000001 0.11012500000000003 0.12461000000000003 -0.064534999999999995 0.09587500000000003 -0.082494999999999999 -0.042209999999999991 -0.025874999999999999 -0.077634999999999996 0.057560000000000014 -0.061665000000000005 -0.079149999999999984 0.13167000000000004 -0.364875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 11 5 6 7 -4 10 -10 -7 14 13 -13 15 -3
right_child=1 2 4 -5 -6 8 -8 -9 9 -11 -12 12 -14 -15 -16 -17
leaf_value=0.0026782475323940667 0.0021205836931115886 -0.0036155972577555928 0.0039944181380974705 -0.0047995701334984158 0.0049859553615029042 -0.0010505582042886889 0.0051192469458643287 -0.0025413239452105247 -0.0082366228227668935 0.0014703994297889907 0.0046000509832889343 -0.0028890263291226404 0.0051912749833395366 0.0025072326945620254 -0.0031418136194271032 1.5636140871370512e-05
leaf_weight=61 84 49 61 56 62 174 63 68 46 47 46 61 65 60 68 2671
leaf_count=61 84 49 61 56 62 174 63 68 46 47 46 61 65 60 68 2671
internal_value=0 7.99471e-05 3.20649e-05 -0.000101051 0.000744867 0.000222557 0.00204876 0.000542875 -0.000895055 -0.00332212 0.000127213 -1.23029e-05 0.00167546 -0.00020643 -0.000125195 -4.94786e-05
internal_weight=0 3681 3597 3030 567 505 192 129 313 93 220 2974 186 121 2788 2720
internal_count=3742 3681 3597 3030 567 505 192 129 313 93 220 2974 186 121 2788 2720
is_linear=0
shrinkage=0.0995203


Tree=2320
num_leaves=9
num_cat=0
split_feature=17 30 29 27 6 25 10 6
split_gain=0.0715878 0.0339267 0.0476856 0.0870647 0.0722296 0.0418295 0.0518883 0.0497107
threshold=-0.5696199999999999 0.12577500000000003 0.0035350000000000004 -0.0027049999999999995 -0.096164999999999987 0.096120000000000025 0.090005000000000016 -0.425425
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 -5
right_child=1 -3 4 5 -6 -7 -8 -9
leaf_value=0.0035919667297063433 0.0043989052143680795 -0.0025017911367296443 0.0011327967916462964 -0.0018584088408596317 -0.0035087613819086601 0.0027784122575082231 -0.0025939353216830325 0.0002559278481535142
leaf_weight=60 49 48 55 114 83 60 68 3191
leaf_count=60 49 48 55 114 83 60 68 3191
internal_value=0 0.000125639 0.000160704 0.000232818 -0.00165293 0.000173116 0.000126529 0.00018275
internal_weight=0 3668 3620 3482 138 3433 3373 3305
internal_count=3728 3668 3620 3482 138 3433 3373 3305
is_linear=0
shrinkage=0.0995203


Tree=2321
num_leaves=17
num_cat=0
split_feature=17 4 4 1 4 4 4 0 3 3 0 9 8 5 0 21
split_gain=0.0580461 0.0464264 0.129724 0.126977 0.123915 0.150864 0.09581 0.0700202 0.151867 0.058325 0.0513151 0.1785 0.209233 0.132002 0.118639 0.111836
threshold=-0.5696199999999999 0.084545000000000023 0.087495000000000031 -0.50158499999999984 0.095805000000000015 0.099960000000000021 0.10386500000000003 -0.016659999999999998 0.10583000000000002 0.081685000000000021 -0.079379999999999992 0.088825000000000029 -0.078504999999999991 -0.07965499999999999 -0.079954999999999984 0.10886500000000003
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 -6 -7 9 -9 -2 14 12 -12 -13 15 -11
right_child=1 2 3 4 5 6 -8 8 -10 10 11 13 -14 -15 -16 -17
leaf_value=0.0032344934537460366 -0.0032579514610089635 -0.0044804421400141733 -0.0038796592642954442 0.0037120482926034965 -0.0055944452734575751 0.0038433681601784597 -0.00020076328125878575 0.0053226787689353953 -0.0018285271877644211 0.00065332537056973447 -0.008769656237334212 -0.0040706668764384371 -0.00015023697437662888 0.00068031462069401659 0.005569952799509963 -0.0027145059984381142
leaf_weight=60 47 74 82 90 48 64 619 78 47 1584 51 64 62 608 46 104
leaf_count=60 47 74 82 90 48 64 619 78 47 1584 51 64 62 608 46 104
internal_value=0 0.000113113 -0.000474155 -0.000144937 0.000227083 -0.000200862 0.000176991 0.000326632 0.00262728 0.000214239 0.000279349 -0.000387615 -0.00404766 0.000226622 0.000581763 0.000445344
internal_weight=0 3668 977 903 821 731 683 2691 125 2566 2519 785 113 672 1734 1688
internal_count=3728 3668 977 903 821 731 683 2691 125 2566 2519 785 113 672 1734 1688
is_linear=0
shrinkage=0.0995203


Tree=2322
num_leaves=15
num_cat=0
split_feature=17 4 4 1 4 4 4 4 7 1 3 21 1 17
split_gain=0.0470688 0.0376464 0.105181 0.102957 0.100482 0.122328 0.0783701 0.0432947 0.101286 0.047971 0.0565633 0.0655776 0.0520873 0.027577
threshold=-0.5696199999999999 0.084545000000000023 0.087495000000000031 -0.50158499999999984 0.095805000000000015 0.099960000000000021 0.10606500000000003 0.080950000000000008 0.077315000000000023 -0.11064999999999998 0.14166500000000004 0.13042000000000004 -0.16272499999999998 -0.031185000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 -4 -5 -6 -7 8 9 12 11 -11 13 -2
right_child=1 2 3 4 5 6 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.0029125960968499191 -0.00085217715968554037 -0.004034547428496754 -0.0034935547121673714 0.0033426244805190228 -0.0050376852421594237 0.0026198323388989461 -0.00030147945538105432 0.0030588034300010726 -0.0043917237000878854 0.00022658165152356807 0.0035586569582675572 -0.0030783733388704852 0.0045905069657501208 0.0024338157384368626
leaf_weight=60 53 74 82 90 48 108 575 55 46 2327 49 61 52 48
leaf_count=60 53 74 82 90 48 108 575 55 46 2327 49 61 52 48
internal_value=0 0.000101745 -0.000427051 -0.000130513 0.000204385 -0.000180873 0.000159257 0.000294034 0.000236037 0.000318545 0.000210853 0.000141816 0.00202853 0.000701378
internal_weight=0 3668 977 903 821 731 683 2691 2636 2590 2437 2388 153 101
internal_count=3728 3668 977 903 821 731 683 2691 2636 2590 2437 2388 153 101
is_linear=0
shrinkage=0.0995203


Tree=2323
num_leaves=11
num_cat=0
split_feature=17 20 20 20 29 8 9 4 1 1
split_gain=0.0381649 0.032386 0.0424846 0.0362617 0.0372706 0.0437266 0.100367 0.0771156 0.0432177 0.0462391
threshold=-0.5696199999999999 -0.23803499999999997 -0.41270499999999993 -0.15398499999999998 0.0035350000000000004 -0.51030999999999993 -0.25326499999999996 0.13752500000000004 0.11120500000000003 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -7 -8 9 -6
right_child=1 3 -4 4 8 6 7 -9 -10 -11
leaf_value=0.0026227338145924364 0.00041404863888509617 0.002545952213445436 -0.0038040829318027984 0.0030580443405003412 -0.0023162783156605062 -0.0040945238447718559 0.00011909848451713929 0.0034133283029482192 -0.0038319039070223069 0.0020540972878779727
leaf_weight=60 46 61 48 51 50 55 3189 72 50 46
leaf_count=60 46 61 48 51 50 55 3189 72 50 46
internal_value=0 9.15969e-05 -0.00173118 0.000139767 9.77528e-05 0.000165472 0.000120738 0.000192083 -0.00145836 -0.000213613
internal_weight=0 3668 94 3574 3513 3367 3316 3261 146 96
internal_count=3728 3668 94 3574 3513 3367 3316 3261 146 96
is_linear=0
shrinkage=0.0995203


Tree=2324
num_leaves=21
num_cat=0
split_feature=24 2 27 26 4 4 17 17 20 3 2 26 2 3 3 4 0 0 3 0
split_gain=0.0487465 0.0575559 0.0939527 0.113784 0.0989858 0.139493 0.0718597 0.120425 0.0931982 0.110921 0.0849517 0.207335 0.118445 0.113658 0.0727679 0.0697775 0.0635114 0.126875 0.0987754 0.0339458
threshold=-0.068099999999999994 -0.0072299999999999994 0.093560000000000018 -0.031674999999999995 0.083685000000000023 0.089610000000000009 0.2590050000000001 0.28919000000000006 -0.15398499999999998 0.098225000000000021 -0.073884999999999992 0.090455000000000021 -0.082275000000000001 0.097095000000000029 0.14721500000000004 0.09717000000000002 -0.08269 -0.082284999999999983 0.090360000000000024 -0.13955999999999999
decision_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 19 -6 8 -8 9 -2 11 12 -9 -12 16 -7 18 -18 -10 -5
right_child=1 2 -4 4 5 15 7 10 14 -11 13 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0025007430691590666 0.0065238546423492128 0.0032874724150622485 -0.0048525081714062288 -0.0016481827154770541 0.003220934414059403 -0.004716255781283085 0.0057707645843402631 -0.0015700373976467246 -0.00030503909446444951 -0.00023255648091837926 0.0055444074593092064 -0.0061314009263553401 0.0044109071275378661 3.0125826922070051e-05 0.0035183963777121697 -0.00062931917723203432 -0.0056255860728025497 -0.00054768136060406034 0.0016633044971050362 -0.0050127938857539751
leaf_weight=76 46 69 54 55 89 48 54 67 892 50 66 51 64 85 52 306 51 1122 352 67
leaf_count=76 46 69 54 55 89 48 54 67 892 50 66 51 64 85 52 306 51 1122 352 67
internal_value=0 -4.58479e-05 -0.000865746 -0.000524888 -0.000991918 -0.00029862 0.000144962 0.00140914 -4.54537e-05 0.00299636 0.000699387 -0.000745033 0.0013457 0.00244576 -0.000164058 -0.00118579 -0.000243622 -0.000769158 0.000251262 -0.00350267
internal_weight=0 3640 688 634 565 443 2952 387 2565 96 333 182 131 151 2469 354 2417 1173 1244 122
internal_count=3716 3640 688 634 565 443 2952 387 2565 96 333 182 131 151 2469 354 2417 1173 1244 122
is_linear=0
shrinkage=0.0995203


Tree=2325
num_leaves=18
num_cat=0
split_feature=0 0 0 27 12 27 4 26 5 5 4 1 3 0 8 0 8
split_gain=0.0481924 0.0918115 0.082167 0.0898344 0.0745157 0.0651289 0.121705 0.0638176 0.0706019 0.191798 0.0778519 0.0937492 0.0927357 0.0627842 0.0589222 0.137388 0.126137
threshold=-0.10096999999999999 -0.105055 -0.097734999999999989 -0.038765000000000001 0.081895000000000023 0.08427500000000003 0.10956000000000003 0.10038000000000001 -0.0033300000000000001 -0.01504 0.10724500000000002 0.41696500000000009 0.088055000000000022 -0.059114999999999994 -0.084554999999999991 -0.082039999999999988 -0.085289999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 -4 5 14 -7 8 9 10 12 -12 -1 -8 16 -16 -5
right_child=2 -3 3 4 -6 6 13 -9 -10 -11 11 -13 -14 -15 15 -17 -18
leaf_value=-0.0020212035245151202 0.0037435761183107802 -0.0043088657958508117 -0.0039885690422246283 -4.1537058256326587e-05 0.0035164001665309958 -0.0058459413091880947 -0.0018875800675566654 0.0029832824440396053 0.0021651815292059885 -0.0071155461224541713 -0.0045906058236993372 0.00011604427012855551 0.0014496193558990785 0.0027460440819636672 0.0019579629171668179 6.3189299733530001e-06 -0.0040664506673226382
leaf_weight=111 63 64 52 751 65 51 73 52 78 47 84 83 243 48 498 1267 86
leaf_count=111 63 64 52 751 65 51 73 52 78 47 84 83 243 48 498 1267 86
internal_value=0 -0.000700053 0.000187618 0.000109844 0.0001852 0.000106849 -0.00176818 -0.000367986 -0.000639015 -0.00102554 -0.000474581 -0.00224647 0.000358998 -4.26823e-05 0.000231108 0.000557445 -0.000456067
internal_weight=0 762 2954 2891 2839 2774 172 698 646 568 521 167 354 121 2602 1765 837
internal_count=3716 762 2954 2891 2839 2774 172 698 646 568 521 167 354 121 2602 1765 837
is_linear=0
shrinkage=0.0995203


Tree=2326
num_leaves=16
num_cat=0
split_feature=35 0 4 6 18 5 5 5 4 0 0 0 9 4 8
split_gain=0.0414913 0.0500827 0.13107 0.185507 0.125867 0.0922255 0.102331 0.0773773 0.148814 0.103853 0.0776162 0.0847894 0.083152 0.186005 0.152271
threshold=0.004000000000000001 -0.14731999999999998 0.079660000000000022 -0.023004999999999998 0.089365000000000014 -0.53715999999999997 -0.093384999999999982 -0.49053999999999998 0.11860000000000002 -0.11170000000000001 -0.14124499999999998 -0.13417999999999999 0.11296000000000002 0.14566000000000004 -0.051259999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 8 9 -3 -9 -12 13 -13 -14
right_child=-2 7 3 -5 -6 6 -8 10 -10 -11 11 12 14 -15 -16
leaf_value=0.0032315013749359706 -0.0029331055645015988 0.0031231704255630373 0.0014557452525554052 -0.0062207368817021819 0.0040564677017286936 -0.005286788924152473 -2.3806591918370972e-05 0.0040789849380181275 0.0070941511716614463 -0.0032319925514784683 -0.0041460334363859781 0.00010485570522576716 0.0014774962275830143 0.0062911451234883165 -0.0039899476512869911
leaf_weight=61 47 57 68 73 48 83 66 47 46 46 48 2766 83 49 128
leaf_count=61 47 57 68 73 48 83 66 47 46 46 48 2766 83 49 128
internal_value=0 4.26739e-05 -0.00100964 -0.00177748 -0.000550396 -0.0015732 -0.00296103 0.000171326 0.00238712 0.000276994 6.52795e-05 3.6455e-06 6.97405e-05 0.00021283 -0.00183537
internal_weight=0 3669 399 338 265 217 149 3270 149 103 3121 3074 3026 2815 211
internal_count=3716 3669 399 338 265 217 149 3270 149 103 3121 3074 3026 2815 211
is_linear=0
shrinkage=0.0995203


Tree=2327
num_leaves=16
num_cat=0
split_feature=24 1 1 1 21 5 18 5 30 30 20 20 20 8 8
split_gain=0.0369187 0.0522788 0.148954 0.125244 0.118126 0.0622471 0.177389 0.0618821 0.0615166 0.0962111 0.043711 0.152547 0.12444 0.0880828 0.0611021
threshold=-0.068099999999999994 0.081675000000000011 0.066150000000000028 0.058455000000000014 -0.092419999999999988 -0.091229999999999992 0.086800000000000016 -0.088935 0.10284500000000002 0.086015000000000022 -0.062769999999999992 -0.0070099999999999997 -0.077945 -0.012839999999999999 -0.11061499999999999
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 -6 -7 9 10 12 -12 13 -3 -13
right_child=1 8 -4 -5 5 7 -8 -9 -10 -11 11 14 -14 -15 -16
leaf_value=0.0021754599465708862 0.0046092548724415688 0.0018916085994142261 0.0050751732147562793 -0.0042287238122366315 0.0041321376540698947 -0.0037119275458807658 -0.00054553818537292256 -6.6289760741583851e-05 -0.0039849332683440982 0.003778138235962244 0.0035977021512569205 0.00075889676039489495 -0.0059582552509220626 -0.0036416784599383714 -0.0027360882897775013
leaf_weight=76 57 70 59 67 133 47 202 2496 58 46 76 74 59 48 148
leaf_count=76 57 70 59 67 133 47 202 2496 58 46 76 74 59 48 148
internal_value=0 -4.07473e-05 0.00012305 2.54507e-05 0.000122844 3.37039e-05 0.00130913 -0.000133991 -0.00090811 -0.000564013 -0.00098624 -0.000247383 -0.00222557 -0.000352283 -0.00156741
internal_weight=0 3640 3061 3002 2935 2878 335 2543 579 521 475 298 177 118 222
internal_count=3716 3640 3061 3002 2935 2878 335 2543 579 521 475 298 177 118 222
is_linear=0
shrinkage=0.0995203


Tree=2328
num_leaves=22
num_cat=0
split_feature=21 8 21 1 17 18 26 26 6 6 3 19 3 8 8 17 21 17 21 1 21
split_gain=0.0745484 0.14144 0.0377799 0.0388704 0.0790722 0.179148 0.13075 0.137235 0.186909 0.114294 0.0638095 0.153134 0.12461 0.256323 0.113003 0.220201 0.0985203 0.0814531 0.0750687 0.129233 0.118487
threshold=-0.091104999999999992 -0.083294999999999994 -0.085914999999999991 -0.080689999999999998 0.10932500000000002 -0.0092699999999999987 0.11215000000000001 0.093835000000000016 0.090335000000000013 0.090460000000000026 0.11492500000000001 0.0069650000000000016 0.10892000000000003 -0.0012949999999999999 -0.073644999999999988 -0.43873000000000001 0.090585000000000013 0.0031350000000000006 0.092005000000000017 0.054560000000000004 0.090830000000000022
decision_type=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 -6 7 9 -9 -4 12 14 18 16 17 -16 -14 -12 20 -20 -5
right_child=2 -3 3 10 5 -7 -8 8 -10 -11 11 -13 13 -15 15 -17 -18 -19 19 -21 -22
leaf_value=0.0017746283705408477 0.002808777546757998 -0.0053188985775820558 0.00088134602063423204 -0.00044536131872948028 0.0077900276499181633 -0.00015001663795862586 0.004171893544840273 -0.0073544942826953372 0.00088391204695277385 -0.0019976529837750692 -0.0011917180643960096 -0.0036992472037493977 -0.0035468077705657379 -0.0093183774945923489 0.0089097259317104105 0.0013882877179407268 0.0024905994191827597 0.0034624923493468619 0.0019403277800833256 -0.0016583317978673398 -0.0055415663413701686
leaf_weight=46 49 70 710 1198 46 72 77 57 52 169 179 67 53 47 48 198 54 47 324 142 47
leaf_count=46 49 70 710 1198 46 72 77 57 52 169 179 67 53 47 48 198 54 47 324 142 47
internal_value=0 -0.00249889 6.39024e-05 2.6178e-05 0.000493394 0.00293832 0.000221733 -8.52957e-05 -0.00341674 0.000326887 -0.000203397 0.000749756 -0.000479305 -0.00319125 0.00138302 0.00285921 -0.000492242 -0.000220184 -0.000234735 0.000841984 -0.000638406
internal_weight=0 116 3636 3587 1183 118 1065 988 109 879 2404 539 1865 154 472 246 107 226 1711 466 1245
internal_count=3752 116 3636 3587 1183 118 1065 988 109 879 2404 539 1865 154 472 246 107 226 1711 466 1245
is_linear=0
shrinkage=0.0995203


Tree=2329
num_leaves=23
num_cat=0
split_feature=6 1 1 3 9 2 1 6 6 26 26 26 1 17 1 26 3 19 3 2 9 6
split_gain=0.0674526 0.0360642 0.0830695 0.145067 0.239884 0.278085 0.0927016 0.079793 0.18136 0.116955 0.332056 0.0881535 0.0564792 0.418646 0.0631032 0.126673 0.0527894 0.105414 0.118401 0.0674591 0.109054 0.0983739
threshold=0.23663500000000004 -0.080689999999999998 -0.084759999999999988 0.084895000000000012 0.091750000000000012 -0.082704999999999987 -0.085574999999999998 0.090460000000000026 0.093245000000000022 0.09271500000000002 0.088475000000000012 0.089545000000000027 -0.078729999999999994 -0.0044799999999999987 -0.076329999999999995 0.10219500000000002 0.11492500000000001 0.0069650000000000016 0.11741000000000003 0.10003000000000002 0.084435000000000024 -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 6 -4 5 -5 7 9 -9 10 -1 -10 13 -3 15 -14 19 18 -18 20 -16 -21
right_child=-2 12 3 4 -6 -7 -8 8 11 -11 -12 -13 14 -15 16 -17 17 -19 -20 21 -22 -23
leaf_value=0.00034445008794681069 -0.0035731591874722203 -0.0095261231898169842 0.0058049766605791893 0.0040216725126823432 0.006233913269248984 -0.0058141211479738704 -0.0042921041544634071 -0.0066486811014993515 -0.0019521369450063877 -0.0027005378998148284 0.0070884397692209614 0.0028550571618551289 -0.00098978034609633735 0.0032302157882102387 0.0010147838611656137 0.0056985516665339735 0.004781468008637782 -0.003008766614414599 0.00049962473597638221 -0.00046544214642363298 -0.00079642464360318518 -0.0061051103479412049
leaf_weight=522 52 46 74 47 51 72 46 50 82 83 84 70 58 57 459 54 76 68 408 80 1163 50
leaf_count=522 52 46 74 47 51 72 46 50 82 83 84 70 58 57 459 54 76 68 408 80 1163 50
internal_value=0 3.6218e-05 0.000490174 0.0021259 0.000519598 -0.00192252 6.33486e-05 0.000289128 -0.00144879 0.000799837 0.00128061 0.000256317 -0.000176288 -0.00245884 -7.86383e-05 0.00222764 -0.000191105 0.000656961 0.00117367 -0.00045877 -0.000283377 -0.00264084
internal_weight=0 3700 1181 244 170 119 937 891 202 689 606 152 2519 103 2416 112 2304 552 484 1752 1622 130
internal_count=3752 3700 1181 244 170 119 937 891 202 689 606 152 2519 103 2416 112 2304 552 484 1752 1622 130
is_linear=0
shrinkage=0.0995203


Tree=2330
num_leaves=19
num_cat=0
split_feature=21 8 21 18 18 5 2 18 18 9 5 26 21 9 9 21 8 11
split_gain=0.0567198 0.113976 0.0314933 0.0296221 0.20683 0.158025 0.14198 0.316963 0.252917 0.302774 0.216927 0.116692 0.0613682 0.107677 0.183643 0.132388 0.0800959 0.0908345
threshold=-0.091104999999999992 -0.083294999999999994 -0.085914999999999991 -0.022504999999999997 -0.017129999999999996 -0.042209999999999991 -0.086254999999999984 -0.037059999999999989 -0.087529999999999983 0.08758500000000001 -0.015824999999999995 0.085465000000000027 0.091230000000000019 0.09227500000000001 0.084535000000000013 0.10254500000000003 -0.50270999999999988 -0.122405
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 -5 -4 8 10 11 -10 -8 -7 16 14 -14 -15 -6 -18
right_child=2 -3 3 4 12 6 7 -9 9 -11 -12 -13 13 15 -16 -17 17 -19
leaf_value=0.0016562951795956863 0.0025627785232452114 -0.0047106557242694667 0.0038539378237189537 0.0059584870263638609 -0.0035615896593023159 0.00050707360922726404 -0.0049574030523529154 -0.0089791271768618324 0.0096486041087620999 -0.00084232583431500239 -0.00020829612878577036 -0.0040393087518187697 -0.00040044134327138709 0.004361919462977714 -0.0052893158757819497 -0.00087077018695073895 0.0046140510987303989 0.00038177076190899046
leaf_weight=46 49 70 83 61 49 228 111 51 61 49 675 74 265 75 107 132 52 1514
leaf_count=46 49 70 83 61 49 228 111 51 61 49 675 74 265 75 107 132 52 1514
internal_value=0 -0.00217877 5.66594e-05 2.21964e-05 0.000242214 -0.000349665 -0.000629664 -0.00137449 0.000881496 0.00496793 -0.000880013 -0.00060423 8.29102e-05 -0.000795665 -0.00180885 0.00102118 0.000398399 0.000522829
internal_weight=0 116 3636 3587 2255 1332 1249 837 412 110 786 302 2194 579 372 207 1615 1566
internal_count=3752 116 3636 3587 2255 1332 1249 837 412 110 786 302 2194 579 372 207 1615 1566
is_linear=0
shrinkage=0.0995203


Tree=2331
num_leaves=11
num_cat=0
split_feature=20 7 5 1 8 8 5 1 1 8
split_gain=0.0560099 0.0397229 0.0394789 0.0968983 0.0809239 0.0517659 0.0480732 0.0369714 0.0573499 0.0170077
threshold=-0.40431 0.093110000000000012 -0.5087799999999999 0.41291000000000005 -0.032504999999999999 -0.49499500000000002 -0.49053999999999998 0.51390500000000017 0.27998000000000006 -0.061684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 -7 8 -8 -5
right_child=1 -3 5 9 -6 6 7 -9 -10 -11
leaf_value=-0.0031931750793361652 -0.0010036962762874962 0.0024184018665002666 -0.0023834762764828668 0.0023874227568398436 -0.0064096510427677422 0.0025904667170043669 4.0513213641016617e-05 -0.0025076609244294185 0.002416732570680152 -0.00029090662121083647
leaf_weight=54 65 68 83 46 48 77 3106 54 104 47
leaf_count=54 65 68 83 46 48 77 3106 54 104 47
internal_value=0 3.52287e-05 -9.18925e-06 -0.00134744 -0.00330728 7.10858e-05 0.000132309 7.40688e-05 0.000117755 0.00102506
internal_weight=0 3698 3630 206 113 3424 3341 3264 3210 93
internal_count=3752 3698 3630 206 113 3424 3341 3264 3210 93
is_linear=0
shrinkage=0.0995203


Tree=2332
num_leaves=14
num_cat=0
split_feature=29 10 9 4 3 6 17 3 17 9 17 26 1
split_gain=0.0791504 0.0545956 0.052999 0.201415 0.123892 0.0524113 0.105122 0.272467 0.138788 0.0659472 0.0754164 0.0675721 0.0390604
threshold=-0.091704999999999995 0.096215000000000023 0.11296000000000002 0.14831500000000003 0.12461000000000003 0.094100000000000031 0.0065250000000000013 0.092900000000000024 -0.038314999999999995 0.084565000000000015 -0.015100000000000001 0.088115000000000013 0.0022300000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 12 9 8 -8 -7 11 -11 -2 -4
right_child=1 -3 4 -5 -6 6 7 -9 -10 10 -12 -13 -14
leaf_value=-0.0028964695636967785 0.00074237984245555295 0.0035111110433530611 -0.0016001316334612505 0.0065881516014277232 -0.0053550280881497847 0.00078392701532245567 0.0077194561435581129 0.00048582946327795209 -0.0050371557766688765 0.00018943797744493481 -0.0011498770062829029 -0.00174545206462834 0.0018241882735111519
leaf_weight=87 1080 47 64 48 58 184 70 197 52 838 826 120 68
leaf_count=87 1080 47 64 48 58 184 70 197 52 838 826 120 68
internal_value=0 0.000140631 9.64611e-05 0.000186681 -0.00152082 9.51785e-05 0.00103221 0.00238535 -0.000495216 -6.91044e-05 -0.000474898 0.000492914 0.00015771
internal_weight=0 3652 3605 3415 190 3367 503 267 236 2864 1664 1200 132
internal_count=3739 3652 3605 3415 190 3367 503 267 236 2864 1664 1200 132
is_linear=0
shrinkage=0.0995203


Tree=2333
num_leaves=15
num_cat=0
split_feature=29 10 2 2 2 21 21 3 17 17 2 26 26 6
split_gain=0.0641833 0.0442668 0.0502114 0.194632 0.105089 0.0765154 0.143841 0.105072 0.0606446 0.244741 0.0815689 0.0593087 0.153399 0.0614
threshold=-0.091704999999999995 0.096215000000000023 -0.083204999999999987 -0.083589999999999984 -0.082830000000000001 -0.046224999999999995 -0.085914999999999991 0.10648500000000002 0.32384000000000007 0.41435500000000008 -0.081734999999999988 0.10439000000000002 0.095150000000000026 -0.06656999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -4 6 -6 -8 10 -10 -7 12 13 -2
right_child=1 -3 4 -5 5 8 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.002608212249713744 -0.0017223844179747908 0.0031616847266358931 0.004872263593978997 -0.0060026435595192836 0.0017330498669668884 0.0021156561738113876 -0.0074506270871754531 -0.0010931393084191766 0.0076758467794622517 0.00018486784887475306 3.3533605620113742e-06 -0.0035725690178643838 0.0052792585810602227 0.00012551199689009245
leaf_weight=87 224 47 50 59 70 203 49 55 56 190 1683 48 52 866
leaf_count=87 224 47 50 59 70 203 49 55 56 190 1683 48 52 866
internal_value=0 0.00012668 8.68839e-05 -0.000422929 0.000357502 0.000259255 -0.0017465 -0.00409637 0.000423335 0.00189346 0.000231146 -0.0001456 -8.42247e-07 -0.000253488
internal_weight=0 3652 3605 1249 2356 2306 174 104 2132 246 1886 1190 1142 1090
internal_count=3739 3652 3605 1249 2356 2306 174 104 2132 246 1886 1190 1142 1090
is_linear=0
shrinkage=0.0995203


Tree=2334
num_leaves=14
num_cat=0
split_feature=9 22 0 9 0 6 7 0 8 2 2 4 30
split_gain=0.059094 0.0469331 0.0461928 0.0864232 0.0832417 0.0876335 0.063322 0.0613554 0.0606376 0.0907003 0.0519594 0.0467599 0.0437203
threshold=0.18114000000000005 0.13292500000000004 0.047575000000000013 -0.095314999999999997 -0.100285 -0.14539499999999997 -0.068034999999999998 0.019150000000000004 -0.011315 -0.24163499999999999 -0.01504 0.085990000000000025 0.090320000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5 12 10 -10 -4 -11 -8
right_child=-2 -3 8 6 -6 -7 7 -9 9 11 -12 -13 -14
leaf_value=0.0030892916617764701 -0.0030948282013062473 0.0032658041068940073 0.0016891106054726652 -0.0034660373381816415 0.0051040119198732352 -0.0026567225008978048 1.9885288938295456e-05 -0.0036973193988128874 -0.00037984836035206135 0.0019274917467431004 -0.0029375741796460577 0.0062251753423602785 -0.0025501037208342909
leaf_weight=58 58 46 47 56 61 48 3033 46 67 46 49 57 67
leaf_count=58 58 46 47 56 61 48 3033 46 67 46 49 57 67
internal_value=0 0.000106494 6.62888e-05 -3.31608e-05 0.00217366 0.0004796 -0.000148513 -8.91996e-05 0.00132894 0.00245912 -0.000663899 0.00431377 -3.53956e-05
internal_weight=0 3681 3635 3369 167 106 3202 3146 266 170 96 103 3100
internal_count=3739 3681 3635 3369 167 106 3202 3146 266 170 96 103 3100
is_linear=0
shrinkage=0.0995203


Tree=2335
num_leaves=8
num_cat=0
split_feature=9 27 27 27 7 0 2
split_gain=0.047918 0.0457642 0.0474366 0.0441692 0.0379673 0.0518697 0.0547541
threshold=0.18114000000000005 0.11470500000000003 0.10530500000000002 0.096960000000000018 -0.10984999999999999 0.15238000000000004 -0.083204999999999987
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.0025122355494064381 -0.0027868303546774156 0.0032155683762278347 -0.0030188336695785955 0.0031295665119697872 -0.00048816804036829896 0.0030254554096981572 0.00034384485220063948
leaf_weight=56 58 46 49 47 1213 59 2211
leaf_count=56 58 46 49 47 1213 59 2211
internal_value=0 9.58959e-05 5.6192e-05 9.84383e-05 5.79517e-05 9.95105e-05 4.88535e-05
internal_weight=0 3681 3635 3586 3539 3483 3424
internal_count=3739 3681 3635 3586 3539 3483 3424
is_linear=0
shrinkage=0.0995203


Tree=2336
num_leaves=27
num_cat=0
split_feature=3 1 1 0 0 0 35 18 18 18 26 8 0 26 18 20 0 8 3 5 18 5 3 18 4 26
split_gain=0.0309943 0.0852654 0.120597 0.0758759 0.234649 0.121709 0.0681201 0.0303542 0.209272 0.101504 0.0824449 0.176565 0.220585 0.102444 0.148277 0.111006 0.0791124 0.106431 0.0616536 0.0676562 0.0616175 0.0479728 0.182195 0.0556652 0.0408822 0.0370214
threshold=0.083875000000000019 0.039665000000000013 0.44303500000000012 -0.087504999999999986 -0.080974999999999991 -0.09937 -0.082404999999999992 0.089505000000000015 0.086800000000000016 0.082540000000000016 0.10924500000000002 -0.050299999999999997 -0.072694999999999996 0.086420000000000011 0.10189500000000003 -0.066619999999999999 -0.079284999999999994 -0.092545000000000002 0.10920500000000002 -0.072535000000000002 0.0057900000000000009 0.30714500000000006 0.099655000000000021 -0.046804999999999992 0.13062500000000002 0.089880000000000029
decision_type=2 2 2 2 2 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 -1 -6 8 9 20 13 12 -12 14 15 -9 17 -15 19 -16 21 23 -23 -2 -20 -19
right_child=7 2 -4 4 6 -7 -8 10 -10 -11 11 -13 -14 16 18 -17 -18 25 24 -21 -22 22 -24 -25 -26 -27
leaf_value=-0.0032207553944112633 -0.00073462931433127801 0.0052917744029451607 -0.0010035514797591936 -0.0090367522430809775 0.0021720782933100807 0.0033403537558889061 -0.0029139267015179551 0.00083691704210161815 -0.0052337414467321488 0.0040776979042393621 0.0013127843196717474 -0.00097563172314770385 0.010226075362711652 -0.0036835299947209181 -0.0011158472899893803 0.0073649733408330054 -0.003939602914058783 -0.00034651886527395446 -0.00438320046913391 0.003776025079356616 -0.0027819487093002373 0.0066159791054031551 0.00011300584145786269 0.00031100082223484149 -0.00019067706293750473 0.0034059301597114326
leaf_weight=56 901 46 87 49 46 56 60 50 77 60 69 91 46 57 59 54 88 48 46 53 80 51 263 1144 47 56
leaf_count=56 901 46 87 49 46 56 60 50 77 60 69 91 46 57 59 54 88 48 46 53 80 51 263 1144 47 56
internal_value=0 -0.000887277 0.00116763 -0.00191395 -0.00334014 5.249e-05 -0.00069907 3.95871e-05 -0.000123539 3.35912e-05 0.000590674 0.00229223 0.00488522 -3.60321e-05 0.00117295 0.00423436 -0.00153962 -0.000222746 -0.000376163 0.00119175 -6.55593e-05 2.62138e-05 0.00117183 -0.00014929 -0.0022732 0.00166616
internal_weight=0 400 133 267 155 112 106 3340 2576 2499 764 206 115 558 309 104 249 161 205 112 2439 2359 314 2045 93 104
internal_count=3740 400 133 267 155 112 106 3340 2576 2499 764 206 115 558 309 104 249 161 205 112 2439 2359 314 2045 93 104
is_linear=0
shrinkage=0.0995203


Tree=2337
num_leaves=12
num_cat=0
split_feature=9 3 3 9 2 9 19 4 6 5 9
split_gain=0.0393943 0.0725382 0.0847155 0.0607395 0.19772 0.0886029 0.0561253 0.0405909 0.0481822 0.0825458 0.0597482
threshold=0.12188500000000002 0.10426500000000002 0.14721500000000004 0.11296000000000002 -0.06454 0.10814500000000002 -0.010815 0.15028500000000003 -0.13578499999999999 -0.54165499999999989 0.088610000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 -1 8 10 -10 -8
right_child=1 2 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=0.0024822624013130586 0.0047175415996603088 -0.0026625190392500341 0.0031493276628873925 0.0014458153055419401 -0.0073506056559693497 0.0034055713156195965 0.00026040691478436824 -0.0030287440772993964 -0.0037108472067967874 -0.00020091988867092638 0.0032779454671105928
leaf_weight=80 48 54 46 56 46 72 317 49 68 2822 82
leaf_count=80 48 54 46 56 46 72 317 49 68 2822 82
internal_value=0 0.0015374 2.74441e-06 -0.000119194 -0.00251317 -4.8992e-05 -0.000122002 -0.000184662 -0.000142041 -0.00028379 0.000882605
internal_weight=0 148 100 3592 102 3490 3418 3338 3289 2890 399
internal_count=3740 148 100 3592 102 3490 3418 3338 3289 2890 399
is_linear=0
shrinkage=0.0995203


Tree=2338
num_leaves=20
num_cat=0
split_feature=21 21 21 0 6 3 6 21 6 26 26 6 29 26 26 3 8 3 17
split_gain=0.0294653 0.126049 0.10043 0.0672088 0.0744698 0.207855 0.202919 0.0764736 0.149798 0.126291 0.0584991 0.121747 0.0511123 0.0567762 0.173076 0.126816 0.0730024 0.0844893 0.0711736
threshold=0.088010000000000019 0.089125000000000024 0.087235000000000021 -0.0033699999999999997 -0.088734999999999994 0.089005000000000015 -0.093749999999999986 0.11639500000000003 -0.07150999999999999 0.095150000000000026 0.092050000000000021 -0.099455000000000002 -0.08570499999999999 0.11538500000000003 0.11081000000000002 0.093535000000000021 0.11446000000000002 -0.02172 0.03851000000000001
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 6 -6 10 8 -7 -9 11 -3 -1 14 16 -15 17 -14 -17
right_child=1 3 -4 -5 5 7 -8 9 -10 -11 -12 -13 13 15 -16 18 -18 -19 -20
leaf_value=0.0024530026448329367 0.0050735852414728203 0.00013225788478705056 -0.00460248346739773 -0.0031799794819759547 0.007330857675561445 0.00087688471314894807 -0.0053522765883334033 0.00032861899641618223 -0.0044492079876303223 0.0056965250919392158 -0.0020136314650581306 0.0056732005891094025 -0.0036710183412068304 0.0046321323668287017 -0.0062818491743229267 -0.0023415491889864255 0.0029685982973943191 -0.00022569313648115278 0.0019169636125829432
leaf_weight=73 54 271 51 57 49 184 74 146 73 62 84 46 73 75 48 83 68 2096 73
leaf_count=73 54 271 51 57 49 184 74 146 73 62 84 46 73 75 48 83 68 2096 73
internal_value=0 0.000384434 -0.000228545 0.000141573 0.000333835 0.00116453 -0.000563339 0.000512981 -0.00063279 0.0019326 0.000318365 0.00093889 -0.000142068 -0.000217687 -0.00036828 0.0012684 -0.000241025 -0.000342027 -0.000343536
internal_weight=0 1100 2640 1046 989 514 475 465 257 208 401 317 2589 2516 2285 231 2237 2169 156
internal_count=3740 1100 2640 1046 989 514 475 465 257 208 401 317 2589 2516 2285 231 2237 2169 156
is_linear=0
shrinkage=0.0995203


Tree=2339
num_leaves=17
num_cat=0
split_feature=9 9 9 0 3 0 17 0 17 8 9 2 0 9 18 9
split_gain=0.0301785 0.139855 0.0958559 0.0697158 0.0719158 0.102008 0.0750663 0.156197 0.103686 0.0405058 0.126285 0.0931982 0.0449122 0.0559736 0.0379555 0.0188651
threshold=0.097365000000000021 0.098720000000000016 0.09667000000000002 -0.1021 0.10214500000000003 -0.080884999999999999 -0.026504999999999997 -0.062294999999999996 0.093960000000000016 -0.51030999999999993 -0.26414499999999996 0.31326500000000007 0.14315500000000003 0.096225000000000019 -0.063154999999999989 0.11479000000000002
decision_type=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 -6 15 -1 -11 12 13 -12 -9 -8
right_child=1 3 -4 4 6 -7 8 14 -10 10 11 -13 -14 -15 -16 -17
leaf_value=0.0022664136565356445 0.00485212421094514 -0.0031658368796864322 -0.0046286631025975822 -0.00044478112940736584 -0.0067254421750215111 0.0044864613146150213 0.0017966357747351536 0.0020448801440454225 -0.0017795176923102614 -0.0045638102441372813 -0.00024643770026827849 0.0043353695897752941 0.0026089164548766569 0.0031455276839372241 -0.0018557718192484696 0.0046714042975602305
leaf_weight=70 68 59 47 79 48 87 47 52 73 63 2800 47 58 49 47 46
leaf_count=70 68 59 47 79 48 87 47 52 73 63 2800 47 58 49 47 46
internal_value=0 0.000599404 -0.000167708 6.03638e-05 0.000459455 0.00213473 -0.000426417 -0.00206605 0.00102061 -9.95238e-05 -0.000154689 -6.03788e-05 -0.00013173 -0.000187812 0.000184787 0.00322737
internal_weight=0 606 3134 538 479 166 313 147 166 3087 3017 2954 2907 2849 99 93
internal_count=3740 606 3134 538 479 166 313 147 166 3087 3017 2954 2907 2849 99 93
is_linear=0
shrinkage=0.0995203


Tree=2340
num_leaves=9
num_cat=0
split_feature=35 3 2 3 3 3 17 17
split_gain=0.0407183 0.0558951 0.0494296 0.042151 0.0500414 0.0411167 0.136853 0.0395568
threshold=0.004000000000000001 -0.15154999999999999 0.42989000000000011 -0.018634999999999995 0.0040650000000000009 0.083725000000000022 -1.0000000180025095e-35 -0.42946499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -7
right_child=-2 2 -4 4 5 7 -8 -9
leaf_value=-0.0032661050160384072 -0.0030656898759736616 0.002621790482031163 0.0031368645056636195 -0.0032190558981480613 -0.0004968988822750917 0.0006699631543190895 0.0058297174737221066 -0.00032123040447665148
leaf_weight=55 47 55 47 52 109 463 49 2859
leaf_count=55 47 55 47 52 109 463 49 2859
internal_value=0 -0.000116912 -6.90239e-05 -0.000111258 -0.000154049 -0.000108015 0.00145997 -0.000182837
internal_weight=0 3689 3634 3587 3532 3480 158 3322
internal_count=3736 3689 3634 3587 3532 3480 158 3322
is_linear=0
shrinkage=0.0995203


Tree=2341
num_leaves=12
num_cat=0
split_feature=12 11 27 12 4 0 0 30 0 9 29
split_gain=0.0343783 0.0263873 0.057358 0.0560478 0.035595 0.120707 0.139262 0.0456811 0.0358829 0.073261 0.056653
threshold=0.094205000000000025 -0.11166 0.094335000000000016 -0.072134999999999991 0.12498500000000003 -0.13417999999999999 -0.066264999999999991 0.094680000000000028 0.12433000000000002 0.093335000000000015 -0.084525000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 7 -6 -7 8 10 -10 -5
right_child=-2 3 -4 4 5 6 -8 -9 9 -11 -12
leaf_value=0.0038398515610934621 -0.0025435019484052763 -0.0034891486227694537 -0.00087002552012809627 -0.0030079647439905134 0.0056628109568250193 -0.004091289181137785 0.002429841846970007 -0.0029667146233176307 0.0046799947856139747 -0.00043806176419128903 -0.0001240153311201309
leaf_weight=51 58 49 51 69 46 55 79 57 46 69 3106
leaf_count=51 58 49 51 69 46 55 79 57 46 69 3106
internal_value=0 -0.000100736 0.00147689 -0.000145965 -9.92864e-05 0.00126348 -0.000240633 -0.00017282 -0.000124166 0.00160204 -0.000186948
internal_weight=0 3678 102 3576 3527 180 134 3347 3290 115 3175
internal_count=3736 3678 102 3576 3527 180 134 3347 3290 115 3175
is_linear=0
shrinkage=0.0995203


Tree=2342
num_leaves=18
num_cat=0
split_feature=36 12 12 0 3 1 1 6 1 1 6 6 26 17 9 17 17
split_gain=0.0351337 0.0938604 0.0315636 0.0232417 0.127459 0.250206 0.0763312 0.154274 0.278363 0.131949 0.0831699 0.0909766 0.0528704 0.0617927 0.140622 0.104413 0.0302464
threshold=0.088355000000000031 0.094205000000000025 -0.013050000000000001 -0.086304999999999993 0.08400500000000001 -0.08616 -0.082195000000000004 0.087670000000000012 -0.087944999999999995 -0.074694999999999998 0.024640000000000006 -0.0048649999999999995 0.40795000000000009 -0.42946499999999999 0.087495000000000031 -0.35269999999999996 0.097480000000000025
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 -5 7 8 -1 -8 11 -11 13 14 -6 -15 -12
right_child=2 -3 -4 4 12 -7 9 -9 -10 10 16 -13 -14 15 -16 -17 -18
leaf_value=4.4621919217284069e-05 0 -0.0044569784531198033 0.0036366478512446523 0.00058102253261150584 -0.002359484518006545 -0.0090122188943590042 -0.0038912115205188124 -0.0011987390963822194 0.0094880368986001579 0.00011247420498606676 0.0043375035536505364 -0.0042834328133055802 0.0029580503654563443 -0.0051251063118638411 0.0019405225903912234 -0.00036250058823525497 0.00090682013155168233
leaf_weight=71 48 50 46 61 100 48 85 91 55 960 59 49 53 47 304 1563 46
leaf_count=71 48 50 46 61 100 48 85 91 55 960 59 49 53 47 304 1563 46
internal_value=0 -0.000174358 0.00177376 -0.000114516 -0.000318872 -0.00363602 0.000198944 0.00191671 0.00417325 -0.000111261 0.00017642 -0.000100193 -0.000143552 -0.000225579 0.000874138 -0.000502042 0.00284234
internal_weight=0 3642 94 3592 2176 109 1416 217 126 1199 1114 1009 2067 2014 404 1610 105
internal_count=3736 3642 94 3592 2176 109 1416 217 126 1199 1114 1009 2067 2014 404 1610 105
is_linear=0
shrinkage=0.0995203


Tree=2343
num_leaves=11
num_cat=0
split_feature=35 8 8 4 4 3 0 3 3 4
split_gain=0.034055 0.0312905 0.053317 0.0606715 0.0555812 0.0555731 0.165289 0.100126 0.0479682 0.0694205
threshold=0.004000000000000001 -0.42187000000000002 -0.26194999999999996 0.14123000000000005 0.13146500000000003 0.11926500000000002 -0.066264999999999991 0.11741000000000003 0.10807500000000002 0.13271500000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 5 7 -7 -4 -1 -10
right_child=-2 2 3 -5 -6 6 -8 -9 9 -11
leaf_value=-0.0012990926836839597 -0.0027751238771896829 -0.0029400467139398009 -0.00012863795871288956 0.0031070937228530092 -0.0025931978289978654 0.0044012397116930044 -0.00051124267264294901 -0.004808088743538717 0.00013930898400168337 0.0054165260623918092
leaf_weight=46 47 66 2988 58 89 105 191 46 54 46
leaf_count=46 47 66 2988 58 89 105 191 46 54 46
internal_value=0 -7.84982e-05 -0.000137545 -8.41131e-05 -0.000138488 -7.26361e-05 0.0012286 -0.000199855 0.0013488 0.00257502
internal_weight=0 3689 3543 3477 3419 3330 296 3034 146 100
internal_count=3736 3689 3543 3477 3419 3330 296 3034 146 100
is_linear=0
shrinkage=0.0995203


Tree=2344
num_leaves=23
num_cat=0
split_feature=6 6 17 3 17 2 2 17 9 9 17 0 2 17 26 21 7 2 2 3 36 20
split_gain=0.0813994 0.241028 0.0841976 0.1988 0.349977 0.146952 0.239731 0.125972 0.147854 0.128797 0.120464 0.101277 0.0994508 0.250079 0.0899192 0.0574356 0.0543696 0.0635688 0.135669 0.0691474 0.0627914 0.0596689
threshold=0.085845000000000019 0.08481000000000001 -0.038314999999999995 0.085730000000000015 -0.0062099999999999994 -0.083769999999999997 -0.082084999999999991 -0.062765000000000001 0.086345000000000019 0.087885000000000019 0.51174000000000019 -0.077945 -0.081134999999999999 -0.14763999999999997 0.082850000000000021 -0.092419999999999988 0.069395000000000026 -0.097424999999999998 -0.122295 0.11404500000000002 0.088355000000000031 -0.14741499999999999
decision_type=2 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 7 4 -4 -5 -7 8 14 -10 11 -8 13 -11 -2 -1 17 18 19 -17 21 -19
right_child=2 -3 3 5 -6 6 10 -9 9 12 -12 -13 -14 -15 -16 16 -18 20 -20 -21 -22 -23
leaf_value=0.002841966723641118 0.0010309896378615036 -0.0055396377557803498 0.00024910131679448539 -0.003766853977105271 0.0095210503760370033 0.0066410518347025061 -0.001536407328727287 -0.003976179910741862 0.0058113831528914927 0.003000964317693173 0.0045710166145024019 0.0014863502418678393 0.0035519103271371465 -0.0068584650994836871 -0.0040999526867680682 0.00060409969176116883 0.0022917193358865679 -0.0035212882017996209 -0.0049615853452988487 -0.0033833198478124956 0.0027349609722332976 -3.5596938663100253e-05
leaf_weight=66 55 82 89 69 74 68 251 78 63 57 59 195 66 46 87 186 88 50 84 56 79 1812
leaf_count=66 55 82 89 69 74 68 251 78 63 57 59 195 66 46 87 186 88 50 84 56 79 1812
internal_value=0 -0.000233076 0.000748392 0.00135892 0.00446348 0.000569422 0.00109302 -0.00033714 0.000419615 0.00196952 0.000344337 -0.000212963 0.000532495 -0.00139433 -0.00210685 -5.30034e-05 -0.000134484 -0.000229025 -0.00151496 -0.000315227 -1.26245e-05 -0.000129637
internal_weight=0 2503 1257 805 163 642 573 452 374 232 505 446 169 103 142 2421 2355 2267 326 242 1941 1862
internal_count=3760 2503 1257 805 163 642 573 452 374 232 505 446 169 103 142 2421 2355 2267 326 242 1941 1862
is_linear=0
shrinkage=0.0995203


Tree=2345
num_leaves=29
num_cat=0
split_feature=6 6 8 1 2 1 1 26 0 8 0 0 1 26 2 26 21 18 4 18 18 5 6 17 3 17 21 6
split_gain=0.0660343 0.19544 0.122353 0.196958 0.229264 0.164111 0.331982 0.213003 0.146984 0.213809 0.099463 0.114751 0.113892 0.216292 0.21225 0.0930506 0.0477948 0.0948783 0.118626 0.0493024 0.114006 0.0901697 0.112445 0.101413 0.0930681 0.093993 0.0661966 0.0876519
threshold=0.085845000000000019 0.08481000000000001 -0.083245 -0.090729999999999991 -0.086050000000000001 -0.078509999999999983 -0.084204999999999988 0.088775000000000021 -0.082794999999999994 -0.07594999999999999 -0.081854999999999997 -0.080614999999999992 -0.090729999999999991 0.087625000000000022 -0.080874999999999989 0.090545000000000028 0.12208500000000003 -0.26599999999999996 0.11219500000000003 -0.09404499999999999 -0.090899999999999995 0.2686150000000001 -0.0076549999999999995 -0.026504999999999997 0.11816500000000002 -0.54752499999999993 0.11280000000000003 -0.0072949999999999994
decision_type=2 2 2 2 2 2 2 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 -2 -5 6 -6 -8 9 -4 -10 -12 13 -13 -14 -7 19 -18 -19 21 -21 22 23 -1 25 -23 27 -22
right_child=2 -3 8 4 5 15 7 -9 10 -11 11 12 14 -15 -16 -17 17 18 -20 20 26 24 -24 -25 -26 -27 -28 -29
leaf_value=-0.0031873392808584511 -0.0029287531650825146 -0.0049883317395179238 -0.0085236591675836165 0.0078782619066864092 -0.0012782881883744871 -0.0036615813543079724 0.011435309358361201 0.0030760676382049984 0.0044358721365628283 4.8852588415152253e-06 -0.0033154723838823442 -0.0011790372569007402 -0.0038635931829993394 0.0079005783203387418 0.001263643381512121 0.0020375529886616584 0.0016530150972460273 -0.0056189947503423356 0.00020915232429264842 0.0049894789307205253 -0.0003440466743164959 -0.0013171986245826557 -0.0061394165602073059 0.0027683769351015929 -0.0029359674640444151 0.003727322129081299 0.0031923482037981826 0.0013418220129846328
leaf_weight=71 70 82 47 72 90 69 53 71 58 76 83 49 108 55 308 48 64 76 63 50 1313 60 59 47 58 93 69 398
leaf_count=71 70 82 47 72 90 69 53 71 58 76 83 49 108 55 308 48 64 76 63 50 1313 60 59 47 58 93 69 398
internal_value=0 -0.000209881 0.000674106 0.00193827 0.00278569 0.00167547 0.00331508 0.00665557 -8.75418e-05 -0.00324734 0.0004992 0.00011919 0.00066899 0.00361481 -6.54985e-05 -0.00131648 -4.76948e-05 -0.00150954 -0.00297157 8.57301e-05 0.000302119 -0.000932755 -0.0025899 -0.00080821 0.000453486 0.00174373 0.000169991 4.7629e-05
internal_weight=0 2503 1257 473 403 331 214 124 784 123 661 603 520 104 416 117 2421 203 139 2218 1830 388 177 118 211 153 1780 1711
internal_count=3760 2503 1257 473 403 331 214 124 784 123 661 603 520 104 416 117 2421 203 139 2218 1830 388 177 118 211 153 1780 1711
is_linear=0
shrinkage=0.0995203


Tree=2346
num_leaves=25
num_cat=0
split_feature=6 3 6 6 0 6 2 26 26 2 18 8 2 8 6 0 21 7 2 2 3 36 29 0
split_gain=0.054749 0.329051 0.0581056 0.169951 0.14789 0.149932 0.0542011 0.250043 0.225423 0.15175 0.119978 0.157177 0.0899544 0.169869 0.126214 0.133575 0.0455078 0.0450338 0.0534984 0.104374 0.0557344 0.0517666 0.0761218 0.0349071
threshold=0.087235000000000021 0.083955000000000016 0.08481000000000001 0.085465000000000027 -0.083814999999999987 0.086100000000000024 -0.085944999999999994 0.089545000000000027 0.087395000000000014 -0.082644999999999982 -0.017129999999999996 -0.083804999999999991 -0.080874999999999989 -0.079049999999999995 0.089165000000000022 -0.078289999999999985 -0.092419999999999988 0.069395000000000026 -0.097424999999999998 -0.122295 0.11404500000000002 0.088355000000000031 -0.08416499999999999 -0.081909999999999997
decision_type=2 2 2 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 16 -4 5 -5 7 8 23 10 -8 -12 13 -11 -14 -16 -1 18 19 20 -18 22 -20 -3
right_child=1 6 3 4 -6 -7 9 -9 -10 12 11 -13 14 -15 15 -17 17 -19 21 -21 -22 -23 -24 -25
leaf_value=0.0025339703202884294 0.0088970923973990639 -0.002574162880250593 -0.0070428440805889447 0.0015911394474408219 0.0042882492583864121 -0.0063490896478567774 0.0066997157300402324 0.0040007483804277997 -0.0090613047657437957 0.00064335742677623642 0.0044597820368334823 -0.0030196228139729307 0.005496345201361893 -0.0071511995535330896 -0.0018140455548910119 0.0013508654614752668 0.00049652206204641358 0.0020926061881470339 -0.0028385697017025186 -0.0044044922892030811 -0.0030829398204484269 0.0024917684031386103 3.865236091364454e-05 0.0010659007463754598
leaf_weight=66 46 52 47 46 49 48 64 66 47 67 66 48 46 47 222 326 186 88 96 84 56 79 1766 52
leaf_count=66 46 52 47 46 49 48 64 66 47 67 66 48 46 47 222 326 186 88 96 84 56 79 1766 52
internal_value=0 0.000649541 -0.000174749 -0.00185071 -0.000138479 -0.00245474 0.000304839 -0.00110342 -0.00333981 0.000650676 0.00324823 0.00130338 -1.22647e-06 -0.00256301 0.000489051 6.72361e-05 -4.28809e-05 -0.000115446 -0.000201519 -0.00138119 -0.000328401 -2.96532e-06 -0.00010925 -0.00074626
internal_weight=0 1149 2611 190 143 94 1103 217 151 886 178 114 708 114 594 548 2421 2355 2267 326 242 1941 1862 104
internal_count=3760 1149 2611 190 143 94 1103 217 151 886 178 114 708 114 594 548 2421 2355 2267 326 242 1941 1862 104
is_linear=0
shrinkage=0.0995203


Tree=2347
num_leaves=29
num_cat=0
split_feature=35 18 20 18 2 26 18 1 1 0 0 0 1 26 2 8 9 9 8 9 2 0 8 9 2 9 0 0
split_gain=0.033896 0.0330422 0.0916398 0.0849007 0.266451 0.226915 0.0731472 0.0905612 0.365245 0.177469 0.159962 0.152657 0.293928 0.129567 0.107485 0.20064 0.134956 0.0775738 0.0522228 0.0875226 0.0706832 0.0650761 0.0492847 0.0873089 0.254411 0.16083 0.062758 0.0439376
threshold=0.004000000000000001 -0.089024999999999993 0.0050750000000000005 -0.096219999999999986 -0.087804999999999994 0.084685000000000024 -0.007069999999999999 -0.073844999999999994 -0.083284999999999984 -0.085349999999999995 -0.087084999999999982 -0.078144999999999992 -0.022844999999999997 0.097315000000000026 -0.086934999999999998 -0.08569499999999998 0.084565000000000015 0.085765000000000022 -0.49499500000000002 -0.147755 0.15165000000000003 0.13167000000000004 -0.077074999999999991 0.093425000000000022 -0.022909999999999996 0.09649000000000002 -0.082604999999999998 -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 2 2 2 2 2 2
left_child=1 2 3 22 -5 -6 7 8 14 10 17 12 -11 -13 16 -16 -3 -9 -8 -20 21 -21 26 24 -24 -25 -1 -7
right_child=-2 6 -4 4 5 27 18 9 -10 11 -12 13 -14 -15 15 -17 -18 -19 19 20 -22 -23 23 25 -26 -27 -28 -29
leaf_value=-0.00016764481291084993 -0.0026149073728216009 0.0073037754541040089 0.0027468900395240452 -0.0091283641866493764 -0.005379085761890238 0.0044639543008474251 -0.0026671518552529761 -0.00093918087064703273 0.0081071359048214189 -0.0082784053149243218 0.007405359519312758 -0.001081763000335114 -0.0002282496685984904 0.0054666661357501969 0.0038894424800223191 -0.00251729116868297 0.00042647804484213445 0.0035091192271358711 0.0041617601449470375 -8.900680349455268e-05 -0.0029932780999296447 0.0030499481142307028 -0.0064471952857202376 0.005384361930259084 0.0010602912808468821 -0.0011200368154413996 0.0045033962065285805 0.00018273824823733016
leaf_weight=74 46 46 78 47 60 50 75 96 80 70 48 82 126 47 69 162 74 65 49 1717 80 68 80 54 101 124 46 46
leaf_count=74 46 46 78 47 60 50 75 96 80 70 48 82 126 47 69 162 74 65 49 1717 80 68 80 54 101 124 46 46
internal_value=0 0.000102822 -0.000482033 -0.000852523 -0.00255841 -0.000573745 0.00025357 0.000964625 0.00203785 9.68775e-05 0.00236071 -0.00135642 -0.00310748 0.00129775 0.000652201 -0.000600047 0.0030696 0.000851633 -9.10008e-05 9.51795e-06 -9.9137e-05 3.01139e-05 -0.000127862 -0.000713083 -0.00225341 0.00084861 0.0016161 0.00242107
internal_weight=0 3714 760 682 203 156 2954 965 431 534 209 325 196 129 351 231 120 161 1989 1914 1865 1785 479 359 181 178 120 96
internal_count=3760 3714 760 682 203 156 2954 965 431 534 209 325 196 129 351 231 120 161 1989 1914 1865 1785 479 359 181 178 120 96
is_linear=0
shrinkage=0.0995203


Tree=2348
num_leaves=10
num_cat=0
split_feature=29 4 27 11 4 8 0 3 3
split_gain=0.0638561 0.0700682 0.0691375 0.0358358 0.129641 0.043736 0.173846 0.0523109 0.0722436
threshold=-0.085039999999999991 0.12719000000000005 -0.090764999999999998 -0.15511999999999998 0.14646500000000004 -0.42187000000000002 -0.10806499999999999 0.14530500000000005 0.13547000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 -5 8 -7
right_child=2 -3 3 4 -6 7 -8 -9 -10
leaf_value=0.0036117491516303806 0.0029126130139427967 -0.0011238246109060916 0.0018498165693209313 0.0062042736599077454 -0.0052922713045993929 -0.00037389342452190719 -0.0017873517481466386 0.0026177890878006922 -0.0034220942009129153
leaf_weight=86 65 48 71 47 53 3183 63 56 79
leaf_count=86 65 48 71 47 53 3183 63 56 79
internal_value=0 0.00190932 -0.000302424 -0.000361489 -0.000406827 -0.000331054 0.00161981 -0.000395977 -0.000447967
internal_weight=0 134 3617 3552 3481 3428 110 3318 3262
internal_count=3751 134 3617 3552 3481 3428 110 3318 3262
is_linear=0
shrinkage=0.0995203


Tree=2349
num_leaves=17
num_cat=0
split_feature=29 9 27 1 17 6 2 3 6 0 2 6 17 6 6 19
split_gain=0.0517491 0.0609919 0.0560656 0.0453032 0.0416945 0.0920925 0.161269 0.103632 0.0445276 0.156735 0.178048 0.0597402 0.209055 0.111076 0.0466852 0.0321819
threshold=-0.085039999999999991 0.18114000000000005 -0.090764999999999998 0.55657000000000012 0.40827500000000011 0.11690000000000002 -0.075609999999999997 0.10174000000000002 0.097040000000000029 -0.06340999999999998 -0.075429999999999983 0.092980000000000021 -0.040589999999999994 0.091495000000000007 0.14653500000000005 0.11096500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 8 6 15 -8 11 10 -10 13 -13 -4 -11 -6
right_child=2 -3 3 -5 5 -7 7 -9 9 14 -12 12 -14 -15 -16 -17
leaf_value=0.0034922516540911537 0.0026227492840813511 -0.00081390180684117657 -0.00024712409893548956 -0.0031610035869503827 -0.00288694237297561 -0.0023302446559413043 0.0070596401285510663 0.0010118592901287356 -0.00089927637333902946 0.0041555204251656616 -0.0063795166890718829 0.0067519302863348375 -0.0012358429724364196 -0.0041839590533179188 -7.7582505405436093e-05 0.00053447429874744676
leaf_weight=79 65 55 2618 55 46 69 65 50 182 48 87 52 86 73 55 66
leaf_count=79 65 55 2618 55 46 69 65 50 182 48 87 52 86 73 55 66
internal_value=0 0.00171869 -0.000272305 -0.000325513 -0.000280683 0.000848509 0.00181835 0.00443729 -0.000385357 -0.00140943 -0.00267474 -0.000250407 0.00176811 -0.000354225 0.00188718 -0.000863442
internal_weight=0 134 3617 3552 3497 296 227 115 3201 372 269 2829 138 2691 103 112
internal_count=3751 134 3617 3552 3497 296 227 115 3201 372 269 2829 138 2691 103 112
is_linear=0
shrinkage=0.0995203


Tree=2350
num_leaves=19
num_cat=0
split_feature=20 3 9 2 2 21 2 1 20 5 20 27 30 3 26 3 2 3
split_gain=0.047511 0.0691518 0.124539 0.117532 0.0965553 0.244878 0.122709 0.1937 0.16347 0.135551 0.052353 0.0468262 0.0373006 0.0609203 0.0462391 0.0499951 0.0837954 0.0725602
threshold=-0.081189999999999998 0.11523000000000001 0.098465000000000011 0.096520000000000022 -0.067815 0.087785000000000016 -0.082294999999999993 -0.0021099999999999995 -0.083495 0.0043900000000000015 -0.080434999999999993 -0.089394999999999988 0.10000000000000002 0.13451500000000002 -0.15514999999999998 0.14823500000000003 0.14153500000000005 0.17152000000000003
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 6 -6 8 -8 9 -1 -2 -12 14 -14 -13 16 -16 -17
right_child=10 2 -4 -5 5 -7 7 -9 -10 -11 11 12 13 -15 15 17 -18 -19
leaf_value=0.00097973402910919737 -0.0034862561496387316 0.0062255556151712809 -0.00072781158984504724 -0.0046912148759319823 -0.0004371386279374702 0.0087533060909026194 0.00096295694021801916 -0.0069978351806843355 0.0057063870124123024 -0.0044706227477754271 0.0024747770982945869 0.0023971445928968695 -0.0047985484950995062 0.00014977844148078445 -0.00039299492577336349 -0.005329414538346405 0.0021972550140470898 -1.9229675885924104e-05
leaf_weight=218 52 54 48 46 76 46 63 58 57 57 59 62 48 50 2524 48 130 55
leaf_count=218 52 54 48 46 76 46 63 58 57 57 59 62 48 50 2524 48 130 55
internal_value=0 0.000543392 0.00294536 0.000147548 0.000536073 0.0030214 -0.000131458 -0.0028462 0.000855484 -0.000147 -0.00035424 -0.000299238 -0.000355627 -0.00226554 -0.00028894 -0.000349642 -0.000265809 -0.00250183
internal_weight=0 723 102 621 575 122 453 121 332 275 3028 2976 2917 98 2819 2757 2654 103
internal_count=3751 723 102 621 575 122 453 121 332 275 3028 2976 2917 98 2819 2757 2654 103
is_linear=0
shrinkage=0.0995203


Tree=2351
num_leaves=30
num_cat=0
split_feature=20 17 6 1 17 2 8 26 2 5 26 26 17 2 2 2 9 5 5 17 2 18 1 7 6 6 6 17 26
split_gain=0.0385169 0.0594536 0.075813 0.0884424 0.104334 0.0616989 0.132228 0.0868354 0.0817957 0.060125 0.109582 0.0454734 0.0925909 0.0872846 0.143756 0.138384 0.115215 0.0856092 0.166077 0.163127 0.073987 0.136642 0.0723536 0.0782947 0.117956 0.0873196 0.0901931 0.0631947 0.0355913
threshold=-0.081189999999999998 -0.53166999999999998 -0.088734999999999994 0.0033150000000000007 -0.072659999999999988 -0.086304999999999993 -0.085499999999999993 0.083705000000000016 -0.096664999999999987 -0.013384999999999999 -1.0000000180025095e-35 0.08598500000000002 -0.53896499999999992 -0.076034999999999991 -0.077054999999999998 -0.072624999999999981 0.094565000000000024 -0.0098949999999999993 -0.015214999999999999 -0.07496499999999999 -0.070724999999999996 -0.07989499999999998 0.51390500000000017 0.078295000000000017 -0.425425 -0.099455000000000002 -0.09416999999999999 -0.016659999999999998 -0.063069999999999987
decision_type=2 2 2 2 2 2 2 2 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 7 -7 8 -4 -8 -11 22 -13 14 17 16 -15 18 -14 -19 -17 -22 23 24 -2 27 -27 -26 -24
right_child=11 2 5 -5 -6 6 9 -9 -10 10 -12 12 13 15 -16 20 -18 19 -20 -21 21 -23 28 -25 25 26 -28 -29 -30
leaf_value=0.0033613781559001321 0.0046515795469939244 0.00096081505090853114 0.0016823188313255407 -0.00080094691598276747 0.0071233121764426657 -0.0046584178009502165 0.0021895135783223402 0.0035242531577558038 -0.0034318650907368864 0.0019898277033038852 -0.0042313549927342426 -0.004687717358353969 -0.00078762067535073264 0.00037144478748203506 -0.0061022945454408386 -0.0041424781750167188 0.006404882828422445 -0.00036988017804063297 0.00355137451243594 -0.0044523012995406584 0.0049776564753404281 -0.00068641529468263236 -0.00053039829368911671 -0.0028840370481783254 0.00099289939133488832 0.004838375699539754 0.00048379220995792901 -0.0023775281694510745 -0.0043670682478677975
leaf_weight=65 64 62 65 71 49 86 77 76 59 51 62 55 497 63 53 46 63 263 106 154 49 303 47 72 79 50 834 180 50
leaf_count=65 64 62 65 71 49 86 77 76 59 51 62 55 497 63 53 46 63 263 106 154 49 303 47 72 79 50 834 180 50
internal_value=0 0.000489201 0.000204231 0.00193267 0.00368857 -0.000454923 -0.00142056 0.00087357 -0.000744441 4.06829e-05 -0.00141632 -0.000318986 -0.00067103 -0.000532185 -0.00104659 0.000519611 0.00339466 -0.000783092 -2.35208e-05 -0.0018795 -0.000388524 9.97242e-05 0.000103078 0.000302388 0.000493143 0.000259584 0.000731018 -0.00134632 -0.0025165
internal_weight=0 723 658 182 111 476 276 200 124 190 113 3028 1652 1597 1073 524 126 1020 603 417 398 352 1376 1279 1207 1143 884 259 97
internal_count=3751 723 658 182 111 476 276 200 124 190 113 3028 1652 1597 1073 524 126 1020 603 417 398 352 1376 1279 1207 1143 884 259 97
is_linear=0
shrinkage=0.0995203


Tree=2352
num_leaves=13
num_cat=0
split_feature=27 29 29 20 20 20 6 22 18 2 20 2
split_gain=0.0591701 0.0434267 0.0392126 0.0442767 0.124457 0.0774841 0.185995 0.0541734 0.0756071 0.0439368 0.180722 0.16816
threshold=-0.086859999999999993 -0.11266 -0.085559999999999983 -0.085594999999999991 -0.088694999999999982 -0.083495 -0.011749999999999998 0.078345000000000012 -0.0086449999999999982 -0.083254999999999982 -0.075604999999999992 -0.082830000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 6 -5 8 -4 10 -7 -11
right_child=1 2 3 5 -6 9 -8 -9 -10 11 -12 -13
leaf_value=-0.0027769622167760247 0.0027772423539887251 -0.002588966540817134 -0.00063906041820659164 -0.0072201990520374621 0.0058242662652603682 -0.0066348326450008169 0.0015796574566675102 -0.0023748157313098063 0.0024727587207809092 0.0056267443770070535 -0.00030769539020276357 4.782123838758173e-05
leaf_weight=79 54 60 159 49 46 47 46 61 150 55 929 1991
leaf_count=79 54 60 159 49 46 47 46 61 150 55 929 1991
internal_value=0 -2.36691e-05 -6.59925e-05 -2.29138e-05 0.000941195 -0.000151848 -0.0029506 0.000331898 0.000868882 -6.35952e-05 -0.000613222 0.000198193
internal_weight=0 3647 3593 3533 416 3117 95 370 309 3022 976 2046
internal_count=3726 3647 3593 3533 416 3117 95 370 309 3022 976 2046
is_linear=0
shrinkage=0.0995203


Tree=2353
num_leaves=28
num_cat=0
split_feature=27 26 9 9 8 17 17 2 9 17 17 17 17 8 20 6 3 9 6 4 2 4 5 4 6 27 5
split_gain=0.0479785 0.036492 0.0800887 0.177121 0.136303 0.129189 0.355846 0.120425 0.256148 0.267021 0.111941 0.100203 0.155501 0.119309 0.106602 0.150521 0.0909464 0.0594299 0.0581745 0.0834503 0.102764 0.119163 0.100784 0.0792664 0.0994469 0.0819251 0.0523887
threshold=-0.086859999999999993 0.083970000000000031 0.086375000000000021 0.08597500000000001 -0.076394999999999991 0.12088500000000003 0.0031350000000000006 -0.082704999999999987 0.094085000000000016 -0.038314999999999995 -0.16207999999999997 -0.015464999999999998 -0.0065549999999999992 -0.081055000000000002 -0.079154999999999989 -0.0060199999999999993 0.12651000000000004 -0.25326499999999996 0.004915000000000001 0.10845500000000002 -0.082404999999999992 0.076195000000000027 -0.0081349999999999981 0.14367000000000005 -0.11796999999999999 0.085775000000000032 -0.22999499999999998
decision_type=2 2 2 2 2 2 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 11 6 10 -6 9 -9 -3 14 -13 -14 -4 -16 -10 -2 23 20 22 -22 -20 24 26 -26 -19
right_child=1 2 4 -5 7 -7 -8 8 16 -11 -12 12 13 -15 15 -17 -18 18 19 -21 21 -23 -24 -25 25 -27 -28
leaf_value=-0.0025005982650103051 -0.0031248705589775878 -0.0039274297885340433 0.0060263729791953111 -0.005933574220472298 0.0023940292958004937 0.0044524970460868155 -0.007071502179898527 -0.010877448302684644 0.00012337835115516815 -0.00076568693349140322 0.00048334793112886782 -0.0053725320112961023 -0.00022325722748727317 0.003552956962936117 -0.0027235514240276509 0.0027714788579974213 -0.0045057595567816414 -0.0018788759645400382 -0.0048555741142559819 -0.003836560083955234 0.005887925247678393 -0.00093729632923881384 0.00080994007994820679 0.004838161422504257 0.0015790515746610947 -0.0015454216790654451 0.00077863300886034034
leaf_weight=79 47 65 62 69 86 46 83 54 336 50 462 47 366 107 65 204 48 196 57 68 51 50 68 46 703 94 117
leaf_count=79 47 65 62 69 86 46 83 54 336 50 462 47 366 107 65 204 48 196 57 68 51 50 68 46 703 94 117
internal_value=0 -2.12912e-05 -0.000284187 -0.00113588 0.000148556 -0.000629996 -0.00101461 -0.00103589 -0.00164202 -0.0060239 -5.91228e-05 0.000948429 8.52075e-05 0.000629251 0.00230207 0.00144064 -0.000453133 0.000355735 0.000469119 -0.000779451 0.000136765 0.002501 -0.00176699 0.00078737 0.000618762 0.00120952 -0.000882879
internal_weight=0 3647 2150 725 1425 656 610 574 488 104 527 851 520 473 331 269 384 1497 1450 294 226 101 125 1156 1110 797 313
internal_count=3726 3647 2150 725 1425 656 610 574 488 104 527 851 520 473 331 269 384 1497 1450 294 226 101 125 1156 1110 797 313
is_linear=0
shrinkage=0.0995203


Tree=2354
num_leaves=20
num_cat=0
split_feature=27 1 1 10 26 26 26 9 17 17 9 9 5 6 9 6 5 26 9
split_gain=0.0389014 0.0348137 0.0782631 0.0782047 0.0606421 0.134913 0.0749345 0.069632 0.0497752 0.187595 0.123858 0.408617 0.27398 0.13311 0.224959 0.115025 0.10448 0.0495492 0.0902437
threshold=-0.086859999999999993 -0.054974999999999996 -0.064534999999999995 0.07635500000000002 0.11699500000000003 0.15583500000000003 0.098185000000000022 0.11351500000000002 -0.011809999999999999 -0.016659999999999998 0.084345000000000017 0.083715000000000026 -0.010074999999999999 0.085845000000000019 0.08597500000000001 0.10877500000000002 -0.07965499999999999 0.093835000000000016 0.091010000000000021
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 6 -6 17 -7 9 15 11 12 -10 -12 -15 16 -2 18 -3
right_child=1 3 -4 -5 5 7 -8 -9 10 -11 13 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.002251738167792991 -0.004175140541382209 0.00014369538030041022 -0.0040882774918911367 -0.0026266653588590352 -0.004891230806294394 0.0026794759419154525 0.0034745908526890978 -0.00216499492724634 0.0037651790584219396 0.0056428528554252743 -0.0037861407566234227 -0.011086686791882964 -0.0058239260899767874 0.0054918028818722224 -0.00043185080381959493 -0.0042803018400775989 0.00053551382855994618 -0.0018296592613560787 0.0019380460782697779
leaf_weight=79 50 1207 54 89 67 71 84 50 72 60 83 47 50 76 385 61 689 91 361
leaf_count=79 50 1207 54 89 67 71 84 50 72 60 83 47 50 76 385 61 689 91 361
internal_value=0 -1.9217e-05 -0.000362036 0.0002565 0.000389809 -0.00130702 0.000573299 0.000670863 -0.000233597 0.000275426 -0.000848713 -0.00320224 -0.000158073 -0.000116057 0.000542942 -0.000126108 0.000215688 0.000425905 0.00055733
internal_weight=0 3647 1627 2020 1931 188 1743 121 1573 860 713 169 122 544 461 800 739 1659 1568
internal_count=3726 3647 1627 2020 1931 188 1743 121 1573 860 713 169 122 544 461 800 739 1659 1568
is_linear=0
shrinkage=0.0995203


Tree=2355
num_leaves=19
num_cat=0
split_feature=27 29 3 3 17 3 0 17 1 9 8 2 0 3 2 0 3 5
split_gain=0.0315413 0.0325443 0.0344927 0.137594 0.0993069 0.087936 0.191757 0.0869092 0.118422 0.11613 0.115712 0.106013 0.0751721 0.288416 0.114953 0.0808986 0.189362 0.0922524
threshold=-0.086859999999999993 -0.11266 0.089985000000000023 0.090595000000000023 -0.041415 0.08920500000000002 -0.08176499999999999 0.18936500000000003 -0.06551499999999999 0.089255000000000015 -0.045194999999999999 -0.082484999999999989 -0.073664999999999994 0.096035000000000023 -0.072624999999999981 -0.092134999999999995 0.091225000000000014 -0.0050400000000000002
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 -4 7 -7 9 -9 11 -11 -3 15 -14 -15 17 -17 -5
right_child=1 2 3 12 -6 6 -8 8 -10 10 -12 -13 13 14 -16 16 -18 -19
leaf_value=-0.0020276446968933871 0.0024073233415080643 -0.00045002874649622171 0.00057252231311626382 0.00024083231791150242 0.007031954287811417 0.00017571861687078235 -0.0080394441908597791 0.00025390848134445351 -0.0064536007530298384 -0.00026469092205350027 -0.0062057477568054596 0.0014529708737560591 -0.0060444597668316349 0.0012862010685755186 -0.0012338004224658778 0.0072636424108887777 0.00083678554410980522 -0.0033752850168817477
leaf_weight=79 54 701 46 507 49 72 46 54 50 78 56 494 89 341 378 50 501 81
leaf_count=79 54 701 46 507 49 72 46 54 50 78 56 494 89 341 378 50 501 81
internal_value=0 -1.73492e-05 -5.40181e-05 0.000214454 0.00391285 -0.000408009 -0.00301987 -0.000192365 -0.00296299 2.38326e-05 -0.00275363 0.000335966 3.35781e-05 -0.000700172 -3.75012e-05 0.000554815 0.00142147 -0.000255914
internal_weight=0 3647 3593 2042 95 1551 118 1433 104 1329 134 1195 1947 808 719 1139 551 588
internal_count=3726 3647 3593 2042 95 1551 118 1433 104 1329 134 1195 1947 808 719 1139 551 588
is_linear=0
shrinkage=0.0995203


Tree=2356
num_leaves=12
num_cat=0
split_feature=2 0 4 27 35 27 3 0 27 27 2
split_gain=0.0349519 0.053618 0.0730927 0.0622301 0.0586167 0.0508428 0.0579274 0.0944306 0.0484586 0.0548849 0.0361763
threshold=0.50951500000000005 0.16362500000000005 0.14754500000000006 0.087140000000000009 -0.081529999999999991 0.091025000000000009 0.11426500000000002 -0.095339999999999994 0.08427500000000003 0.078330000000000025 -0.010784999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 -7 9 -6 -8
right_child=-2 -3 -4 5 8 6 10 -9 -10 -11 -12
leaf_value=-0.0036747574111166636 0.0024245108898655284 0.0030615589875636986 -0.0036624397763239122 0.0041798201452574344 -0.00014090730958517386 0.0056560264822850606 0.00075390930308472332 -0.0006387411142150702 -0.003341934669495868 0.0031182568168314144 -0.0029533991736151702
leaf_weight=47 56 53 57 53 3175 47 58 47 46 52 47
leaf_count=47 56 53 57 53 3175 47 58 47 46 52 47
internal_value=0 -8.03668e-05 -0.000126479 -6.98247e-05 -0.000184486 0.00143754 0.00070307 0.00249994 -0.000134116 -8.81353e-05 -0.000897757
internal_weight=0 3682 3629 3572 3320 252 199 94 3273 3227 105
internal_count=3738 3682 3629 3572 3320 252 199 94 3273 3227 105
is_linear=0
shrinkage=0.0995203


Tree=2357
num_leaves=13
num_cat=0
split_feature=10 12 10 18 5 0 6 18 5 5 5 18
split_gain=0.0521239 0.0431873 0.0499602 0.032271 0.0847675 0.0716667 0.0746716 0.042953 0.0828362 0.0589018 0.0996999 0.0670052
threshold=0.09056500000000002 0.081895000000000023 0.086165000000000019 -0.15202999999999997 0.30714500000000006 -0.049174999999999996 -0.065394999999999995 -0.112385 0.26245000000000007 0.2686150000000001 0.40898000000000007 -0.096219999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 -5 11 -11 -9
right_child=-2 -3 -4 7 5 -7 -8 9 -10 10 -12 -13
leaf_value=-0.0041167669611061062 0.0024742395996737005 0.0023021669610950955 -0.0028557459118591809 -0.00097398080822162097 0.00097591421871986181 0.0030457848548039079 -0.0034154950021241825 0.0026123980411563805 0.0045137430920219818 -0.0054417927353935863 0.00054282894218866951 -7.3126071604185123e-05
leaf_weight=70 80 73 66 51 77 53 76 95 58 53 57 2929
leaf_count=70 80 73 66 51 77 53 76 95 58 53 57 2929
internal_value=0 -9.3532e-05 -0.000142543 -9.14234e-05 -0.0011245 -0.00010373 -0.00120009 -3.24991e-06 0.00193858 -7.10478e-05 -0.00233323 1.09699e-05
internal_weight=0 3658 3585 3519 276 206 153 3243 109 3134 110 3024
internal_count=3738 3658 3585 3519 276 206 153 3243 109 3134 110 3024
is_linear=0
shrinkage=0.0995203


Tree=2358
num_leaves=14
num_cat=0
split_feature=3 38 4 4 4 7 17 27 29 29 0 3 18
split_gain=0.028935 0.0387751 0.0572235 0.0982826 0.0864507 0.0732904 0.0746738 0.089852 0.0633381 0.0627744 0.0622954 0.0595438 0.0536078
threshold=0.31589000000000006 -0.081409999999999996 0.10495500000000003 0.10252500000000002 0.10684000000000003 0.058415000000000009 -1.0000000180025095e-35 0.083925000000000013 -0.011859999999999999 -0.081409999999999996 -0.105055 0.14166500000000004 -0.14624999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -4 6 10 -8 9 -3 -6 12 -10
right_child=-2 2 4 -5 5 -7 7 -9 11 -11 -12 -13 -14
leaf_value=-0.0023547784859135239 -0.0022796789812546086 0.00031376062456630422 0.00502536756313337 -0.0040761266476180558 0.0046521656776616844 0.0043315253834510601 -0.0020730838840033235 0.0014839925525873207 -0.0015579530501660512 0.0051024646633178947 0.00039456183801052488 0.0030248090388423363 -5.8362273268597334e-05
leaf_weight=68 56 67 48 61 56 47 183 114 260 46 88 58 2586
leaf_count=68 56 67 48 61 56 47 183 114 260 46 88 58 2586
internal_value=0 -1.27375e-07 4.39506e-05 -0.000121067 0.000993096 0.000594801 0.000194699 -0.000704985 -4.08289e-05 0.00227039 0.00205598 -0.000131045 -0.000195647
internal_weight=0 3682 3614 3078 536 488 441 297 3017 113 144 2904 2846
internal_count=3738 3682 3614 3078 536 488 441 297 3017 113 144 2904 2846
is_linear=0
shrinkage=0.0995203


Tree=2359
num_leaves=12
num_cat=0
split_feature=10 17 9 2 24 17 17 3 2 8 8
split_gain=0.0415521 0.0383496 0.115194 0.07583 0.0352964 0.0323546 0.0377107 0.142385 0.0899251 0.041607 0.0531234
threshold=0.09056500000000002 -0.54604999999999992 0.093235000000000026 -0.08569499999999998 0.10415500000000003 -0.53166999999999998 -0.16207999999999997 0.086895000000000014 -0.095204999999999998 0.18287500000000004 0.10228000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 7 -7 -9 10 -8
right_child=-2 4 -4 -5 -6 6 9 8 -10 -11 -12
leaf_value=0.003548699501782607 0.0022123459760709191 0.0022828221837112692 -0.0046188306575116805 -0.0017304273047140627 -0.0027451767292853788 -0.0058162761561787691 0.00011702304374811544 0.0027038326427214674 -0.0010077807251464008 -0.0024326048013656298 0.003491516816483145
leaf_weight=47 80 62 71 63 46 51 2822 82 305 62 47
leaf_count=47 80 62 71 63 46 51 2822 82 305 62 47
internal_value=0 -8.02839e-05 -0.00149262 0.000517758 -6.52712e-06 2.99519e-05 -1.1265e-05 -0.000872806 -0.000219225 0.000117202 0.000172589
internal_weight=0 3658 181 110 3477 3431 3369 438 387 2931 2869
internal_count=3738 3658 181 110 3477 3431 3369 438 387 2931 2869
is_linear=0
shrinkage=0.0995203


Tree=2360
num_leaves=19
num_cat=0
split_feature=3 0 18 1 0 4 4 1 29 5 17 3 5 4 9 1 8 8
split_gain=0.123888 0.0805512 0.151836 0.179131 0.0626426 0.104133 0.0838747 0.0870678 0.0725394 0.0689741 0.111978 0.0991473 0.072767 0.0797076 0.0642387 0.0569186 0.11015 0.0718623
threshold=0.31589000000000006 -0.20796499999999998 0.086800000000000016 0.40780000000000011 -0.096359999999999987 0.13584500000000002 0.12719000000000005 0.41165000000000013 -0.025204999999999998 -0.0016799999999999999 -0.088160000000000002 0.089985000000000023 1.0000000180025095e-35 0.11174500000000002 0.08709500000000002 -0.031409999999999993 -0.11257499999999999 -0.091134999999999994
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 9 7 15 -7 10 14 -12 -11 -14 -6 16 -3 -17
right_child=-2 4 -4 -5 5 8 -8 -9 -10 12 11 -13 13 -15 -16 17 -18 -19
leaf_value=0.0069546015790677923 -0.0046924505163574385 -0.002030503005599905 -0.0026633915690158659 -0.00033549457355096669 0.0044863147540682002 0.00065347644154074836 -0.0041199202431792519 0.003540268078453535 0.0059298643819186399 -0.0043957213487197475 -0.00049351100587635775 0.0011533737913410056 -0.00015844576215707642 -0.0043115078477276919 0.00025750876131066944 -3.0907025288912505e-05 0.0038781318303440339 -0.0025956607866238768
leaf_weight=78 54 60 48 58 103 52 70 49 52 46 823 646 1001 48 55 208 65 227
leaf_count=78 54 60 48 58 103 52 70 49 52 46 823 646 1001 48 55 208 65 227
internal_value=0 0.000109009 0.0021387 0.00383957 2.22355e-06 0.000208686 -0.000855869 -0.000479346 0.00329954 9.02925e-05 0.000501532 0.000230157 -0.000519998 -0.000349262 0.00301944 -0.000832525 0.00103544 -0.00137118
internal_weight=0 3689 184 136 3505 2826 679 609 104 2722 1627 1469 1095 1049 158 560 125 435
internal_count=3743 3689 184 136 3505 2826 679 609 104 2722 1627 1469 1095 1049 158 560 125 435
is_linear=0
shrinkage=0.0995203


Tree=2361
num_leaves=22
num_cat=0
split_feature=2 0 18 1 0 6 0 1 6 26 8 1 27 8 8 4 0 26 0 17 6
split_gain=0.0784755 0.0657756 0.123125 0.145307 0.0357831 0.0799236 0.106865 0.1295 0.104976 0.112093 0.19328 0.110264 0.0775149 0.0874554 0.10698 0.0854779 0.0661383 0.11236 0.0631229 0.0436441 0.103489
threshold=0.50951500000000005 -0.20796499999999998 0.086800000000000016 0.40780000000000011 -0.096359999999999987 -0.087825 -0.088484999999999994 -0.076090000000000005 -0.092034999999999992 0.10089500000000003 -0.088429999999999995 -0.0017949999999999999 -0.0027049999999999995 -0.08176499999999999 -0.014854999999999998 0.090805000000000011 -0.087184999999999999 0.086580000000000032 -0.086474999999999996 -0.084209999999999993 -0.096934999999999993
decision_type=2 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 8 7 -7 9 10 -6 -10 -3 19 -15 -16 17 -8 -18 -14 -21
right_child=-2 4 -4 -5 5 6 16 -9 11 -11 -12 -13 13 14 15 -17 18 -19 -20 20 -22
leaf_value=0.0062624781367269095 -0.003730536203204295 0.0032773932978709262 -0.0023983305036367293 -0.00030210609282175284 0.0057818057190018564 0.0013602605883475136 -0.0006151758326662667 -0.0051966871448279927 0.00080852984959260438 -0.0037212524987443483 -5.1770347822135632e-06 0.0072176614000835871 -0.0023334167687557644 -0.0061050369499004104 -0.0029118734343489103 0.0019670904658003799 -0.0030619790494805306 0.0058578041607851884 4.2581475225298984e-05 -0.0015806886970525424 0.0019405622395737502
leaf_weight=78 54 46 48 58 72 46 55 84 53 53 276 54 71 61 100 55 67 51 2026 148 187
leaf_count=78 54 46 48 58 72 46 55 84 53 53 276 54 71 61 100 55 67 51 2026 148 187
internal_value=0 9.0849e-05 0.00192497 0.00345686 -5.20214e-06 0.000148862 -9.75098e-05 -0.00287024 0.00128 0.000538647 0.00118978 0.0040507 -0.00066074 -0.000953301 -0.00257132 -0.00117535 6.60356e-05 0.00249146 -5.6409e-05 -9.04667e-05 0.000382461
internal_weight=0 3689 184 136 3505 2837 2329 130 508 401 348 107 668 622 216 155 2199 106 2093 406 335
internal_count=3743 3689 184 136 3505 2837 2329 130 508 401 348 107 668 622 216 155 2199 106 2093 406 335
is_linear=0
shrinkage=0.0995203


Tree=2362
num_leaves=21
num_cat=0
split_feature=3 0 4 0 0 6 6 8 6 3 8 6 6 4 1 1 18 8 1 29
split_gain=0.0976323 0.052518 0.111779 0.192788 0.0421627 0.0966081 0.085862 0.08413 0.100159 0.106987 0.0721086 0.0694313 0.130537 0.0828161 0.0914292 0.0720346 0.0632178 0.0625615 0.058943 0.0572269
threshold=0.31589000000000006 -0.20796499999999998 0.087495000000000031 -0.23177499999999998 -0.096359999999999987 -0.087825 -0.082809999999999995 -0.093384999999999982 -0.092034999999999992 0.08802500000000002 -0.087129999999999999 1.0000000180025095e-35 0.086100000000000024 0.12719000000000005 0.41165000000000013 -0.047239999999999997 0.19545000000000004 -0.091134999999999994 -0.0012649999999999998 0.0050600000000000011
decision_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 11 7 18 -6 10 -10 -9 13 -13 14 17 -14 19 -3 -7 -8
right_child=-2 4 3 -5 5 6 16 8 9 -11 -12 12 15 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0016175177717164069 -0.0041687963104369589 -9.939406260043588e-05 0.00020036467526698159 0.008328095984501625 0.0046039563556732575 -0.00053479926819447951 -0.0001500481777953383 -0.0029668719615840188 5.5361319568198632e-05 0.0065509340574602211 0.00077467159995766189 0.005384259679509641 -0.0033121256416611356 -0.0049594027160057511 0.0032241678802702772 0.0016270013562750551 0.0028497689108185724 -0.0025624825270483503 -0.005594498941841575 0.0032562448672395186
leaf_weight=64 54 207 71 49 71 46 2104 63 46 56 268 49 56 54 49 61 76 203 46 50
leaf_count=64 54 207 71 49 71 46 2104 63 46 56 268 49 56 54 49 61 76 203 46 50
internal_value=0 9.36134e-05 0.00173251 0.00352601 7.34368e-06 0.000176767 -9.39941e-05 0.00142583 0.00090281 0.00362959 6.00614e-05 -0.000696591 0.00106986 -0.00126979 -0.000833931 -0.000730029 2.85622e-05 -0.00132092 -0.00307355 -7.0599e-05
internal_weight=0 3689 184 120 3505 2826 2322 504 433 102 331 679 166 513 459 117 2230 410 92 2154
internal_count=3743 3689 184 120 3505 2826 2322 504 433 102 331 679 166 513 459 117 2230 410 92 2154
is_linear=0
shrinkage=0.0995203


Tree=2363
num_leaves=21
num_cat=0
split_feature=3 5 5 5 5 9 9 18 3 5 8 20 20 9 2 5 1 21 21 18
split_gain=0.0791679 0.0361248 0.120699 0.0731793 0.253398 0.13831 0.218504 0.0877455 0.0617894 0.171362 0.312055 0.0763632 0.202336 0.162592 0.212938 0.135908 0.0951757 0.0508336 0.119897 0.0759247
threshold=0.31589000000000006 -0.021235 -0.018754999999999997 -0.040404999999999996 -0.045014999999999993 0.08938500000000002 0.083955000000000016 -0.040349999999999997 0.083955000000000016 0.066815000000000027 -0.085764999999999994 -0.011659999999999998 -0.057024999999999999 0.084380000000000024 -0.085599999999999996 -0.012464999999999999 -0.079250000000000001 0.089350000000000027 0.086690000000000017 0.11835500000000003
decision_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 7 6 -5 -1 9 10 -4 12 15 14 -13 -10 -15 18 -9 -19
right_child=-2 2 8 5 -6 -7 -8 17 11 -11 -12 13 -14 16 -16 -17 -18 19 -20 -21
leaf_value=0.0044344878634039412 -0.0037539169063323715 -0.0050922947282127026 -0.0016380702138337861 0.0046605286074960046 -0.0070020789274933826 0.0057653475370823097 -0.0045073406065282819 0.00038023969584778455 -0.0043669668390822923 -0.0031016755827253419 0.0078137594771618933 -0.0072898203618085213 0.0058547759988576316 0.00067742604498706351 -0.001111936546786086 0.00055293274850159362 -0.0016573868281132401 -0.0012548106582144453 0.0047633365704126528 0.001916649913233897
leaf_weight=52 54 49 64 51 47 70 52 988 63 55 75 78 65 537 191 474 255 363 66 94
leaf_count=52 54 49 64 51 47 70 52 988 63 55 75 78 65 537 191 474 255 363 66 94
internal_value=0 8.43191e-05 -0.000216614 0.000406472 0.000196919 0.00235191 2.4142e-05 0.00041392 -8.75205e-05 0.00159261 0.00345595 -0.000284011 0.000610518 -0.000792329 -0.00290634 -2.27381e-05 -7.32794e-05 0.000275013 0.00065548 -0.000600684
internal_weight=0 3689 1906 1783 1610 173 103 1563 1857 194 139 1663 602 1061 269 537 792 1511 1054 457
internal_count=3743 3689 1906 1783 1610 173 103 1563 1857 194 139 1663 602 1061 269 537 792 1511 1054 457
is_linear=0
shrinkage=0.0995203


Tree=2364
num_leaves=18
num_cat=0
split_feature=18 18 18 6 5 5 0 3 3 20 8 7 17 9 21 35 3
split_gain=0.0994666 0.255692 0.191863 0.475603 0.0815016 0.305023 0.100791 0.0676394 0.0658585 0.0648622 0.0581586 0.0550604 0.0625447 0.158848 0.128664 0.0770009 0.116588
threshold=-0.022504999999999997 -0.017129999999999996 -0.037059999999999989 -0.011749999999999998 -0.041054999999999994 -0.023589999999999996 -0.14795 0.17760500000000004 0.11769000000000002 -0.076005000000000003 -0.086404999999999996 -0.068034999999999998 -0.078119999999999995 0.095415000000000014 0.091325000000000031 -0.011294999999999999 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -6 -7 11 10 -10 -8 -3 13 14 -13 -14 -17
right_child=1 7 3 -5 5 6 8 -9 9 -11 -12 12 15 -15 -16 16 -18
leaf_value=0.0030001110147596893 0.0067724243576363814 -0.0025008835978551068 0.0020370761072236471 -0.01134865993468533 -0.0072781895818799175 -0.0043296503703055328 0.0028876714713379856 0.0031809486207840425 -0.0044722300063115934 -0.00014245276026656761 0.00024329865335823164 -0.00056507361815971984 -0.0028463322781196311 0.003916724793601176 -0.0052635407186468041 0.0035060447922056338 0.00051783864734133371
leaf_weight=76 64 68 53 52 60 51 91 83 55 92 882 294 60 63 72 142 1466
leaf_count=76 64 68 53 52 60 51 91 83 55 92 882 294 60 63 72 142 1466
internal_value=0 0.000568889 -0.000491057 -0.00458426 -0.000161596 -0.00035746 -2.15477e-06 0.000391911 0.00019417 -0.00176801 0.000491456 0.000284609 0.000375326 -0.000695461 -0.0014916 0.000651217 0.000782232
internal_weight=0 2312 1412 105 1307 1231 1171 2248 1120 147 973 2165 2097 429 366 1668 1608
internal_count=3724 2312 1412 105 1307 1231 1171 2248 1120 147 973 2165 2097 429 366 1668 1608
is_linear=0
shrinkage=0.0995203


Tree=2365
num_leaves=18
num_cat=0
split_feature=18 18 18 4 4 4 4 17 4 5 36 3 8 18 0 5 3
split_gain=0.0806564 0.207326 0.155668 0.11213 0.169245 0.151889 0.158123 0.0905705 0.0862064 0.0827201 0.0759976 0.0888142 0.214612 0.150312 0.453052 0.129703 0.082615
threshold=-0.022504999999999997 -0.017129999999999996 -0.032374999999999994 0.10739000000000003 0.092345000000000024 0.085990000000000025 0.079660000000000022 -0.55754499999999996 0.14903500000000006 -0.012464999999999999 0.08605500000000002 0.083815000000000014 -0.087544999999999998 -0.011039999999999999 -0.085794999999999996 -0.031929999999999993 0.084895000000000012
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 9 -6 10 -1 11 12 -3 14 -13 -14 -15
right_child=1 8 -4 -5 7 -7 -8 -9 -10 -11 -12 13 15 16 -16 -17 -18
leaf_value=-0.001581224574593241 0.006098431316591121 -0.0012172295050881683 -0.0047640203323668891 0.0036582630260122958 -0.0010640575689986928 0.0054773082724649536 -0.0052243855746316745 -0.0070367189175606576 0.0037662431588589389 0.00048330310419118414 -0.0027111371396428569 0.0032230801784394222 0.0021271105978479194 0.0029032058716258967 -0.009225080013249197 0.0092937500984574262 0.00019877954481419986
leaf_weight=253 64 86 78 71 47 47 61 55 71 800 83 55 53 120 61 48 1671
leaf_count=253 64 86 78 71 47 47 61 55 71 800 83 55 53 120 61 48 1671
internal_value=0 0.000512273 -0.000442187 -0.000188872 -0.000405788 -6.36027e-05 -0.000298111 -0.00429264 0.000352872 -1.19551e-05 0.000241173 0.000358585 0.00242864 0.000155167 -0.00331588 0.00554115 0.000380438
internal_weight=0 2312 1412 1334 1263 1161 1114 102 2248 1053 2177 2094 187 1907 116 101 1791
internal_count=3724 2312 1412 1334 1263 1161 1114 102 2248 1053 2177 2094 187 1907 116 101 1791
is_linear=0
shrinkage=0.0995203


Tree=2366
num_leaves=19
num_cat=0
split_feature=18 18 18 9 4 4 4 4 1 4 36 3 8 18 0 5 3 4
split_gain=0.0654284 0.168101 0.129646 0.371575 0.0887944 0.133378 0.119931 0.128026 0.110239 0.0698948 0.0616307 0.0720079 0.174103 0.121836 0.367413 0.105089 0.0669839 0.0489488
threshold=-0.022504999999999997 -0.017129999999999996 -0.037059999999999989 0.086115000000000011 0.10739000000000003 0.092345000000000024 0.085990000000000025 0.079660000000000022 -0.11064999999999998 0.14903500000000006 0.08605500000000002 0.083815000000000014 -0.087544999999999998 -0.011039999999999999 -0.085794999999999996 -0.031929999999999993 0.084895000000000012 0.10098000000000003
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 7 8 -1 10 11 12 -3 14 -13 -14 -15 -7
right_child=1 9 3 -5 -6 17 -8 -9 -10 -11 -12 13 15 16 -16 -17 -18 -19
leaf_value=0.0044512629523143594 0.0054915141324941835 -0.0010960905891822391 -0.0096299958681051855 0.0022011100005070016 0.0032941920345235212 -0.0061624423469201165 0.0049582102966310559 -0.004698323724487986 -0.00020879469852516885 0.0033914258480319984 -0.0024413241329025426 0.0029023185865366613 0.0019154201511469384 0.0026142781285772086 -0.0083069980328842746 0.008368834759742606 0.00017899693755603967 -0.0017024286670335126
leaf_weight=53 64 86 53 52 71 47 46 60 978 71 83 55 53 120 61 48 1671 52
leaf_count=53 64 86 53 52 71 47 46 60 978 71 83 55 53 120 61 48 1671 52
internal_value=0 0.000461397 -0.000398238 -0.00376299 -0.000127299 -0.000324503 -1.87222e-05 -0.000229316 2.99683e-05 0.000317827 0.000217209 0.000322977 0.00218694 0.000139767 -0.00298518 0.0049905 0.000342622 -0.00382808
internal_weight=0 2312 1412 105 1307 1236 1137 1091 1031 2248 2177 2094 187 1907 116 101 1791 99
internal_count=3724 2312 1412 105 1307 1236 1137 1091 1031 2248 2177 2094 187 1907 116 101 1791 99
is_linear=0
shrinkage=0.0995203


Tree=2367
num_leaves=16
num_cat=0
split_feature=18 18 18 6 4 0 0 4 21 4 2 24 21 2 8
split_gain=0.05307 0.136296 0.10507 0.395484 0.072005 0.113898 0.0941148 0.0793469 0.0705334 0.0575666 0.0541464 0.0711246 0.0442778 0.121243 0.0843009
threshold=-0.022504999999999997 -0.017129999999999996 -0.037059999999999989 -0.011749999999999998 0.10739000000000003 0.10858000000000002 -0.16132499999999997 0.085990000000000025 -0.026109999999999998 0.15615500000000004 -0.22383 -0.070120000000000002 0.091230000000000019 -0.078244999999999995 -0.052214999999999998
decision_type=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 -8 10 -3 -12 14 -14 -13
right_child=1 9 3 -5 -6 -7 7 -9 -10 -11 11 12 13 -15 -16
leaf_value=-0.0045091138885105103 0.0049449974746959349 0.0031606659015703644 0.0026500506632210802 -0.009557336632183281 0.0029663533210993369 -0.0049454344508464377 0.0024508871107791108 0.0030453654480233142 -0.00040468195610220495 0.0036967920224599601 -0.0036993183991940147 7.1475592482799681e-05 -0.0028898167806258993 0.00038304078989748007 0.0017885337995892329
leaf_weight=46 64 60 53 52 71 50 94 83 963 48 47 1171 157 391 374
leaf_count=46 64 60 53 52 71 50 94 83 963 48 47 1171 157 391 374
internal_value=0 0.000415584 -0.000358605 -0.00338772 -0.00011463 -0.000292274 -9.54136e-05 8.19651e-05 -0.000149959 0.000286269 0.000211485 0.000128415 0.000214762 -0.000553127 0.000487656
internal_weight=0 2312 1412 105 1307 1236 1186 1140 1057 2248 2200 2140 2093 548 1545
internal_count=3724 2312 1412 105 1307 1236 1186 1140 1057 2248 2200 2140 2093 548 1545
is_linear=0
shrinkage=0.0995203


Tree=2368
num_leaves=10
num_cat=0
split_feature=30 4 4 4 3 4 9 6 2
split_gain=0.091477 0.0371705 0.0934852 0.081419 0.106693 0.102382 0.0508674 0.0521195 0.0297073
threshold=0.12577500000000003 0.15028500000000003 0.13752500000000004 0.12028000000000003 0.12168500000000003 0.11706000000000001 -0.11273 -0.45687499999999998 0.0066850000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -8 -6
right_child=-2 -3 -4 4 8 -7 7 -9 -10
leaf_value=-0.003023467144963717 -0.0043947458884299783 -0.0026235890377109957 0.0032577615950492352 -0.0056168967220448741 0.0015518437406038749 0.0045576979449045403 -0.0032120715898495832 0.00016095827508244361 -0.0017797195977597253
leaf_weight=52 46 50 91 57 48 51 46 3235 59
leaf_count=52 46 50 91 57 48 51 46 3235 59
internal_value=0 7.07856e-05 0.000108031 2.70156e-05 -0.00213828 0.000132195 6.42325e-05 0.000113418 -0.000277536
internal_weight=0 3689 3639 3548 164 3384 3333 3281 107
internal_count=3735 3689 3639 3548 164 3384 3333 3281 107
is_linear=0
shrinkage=0.0995203


Tree=2369
num_leaves=19
num_cat=0
split_feature=4 9 26 0 4 4 20 18 18 18 2 29 18 20 2 20 6 4
split_gain=0.0488433 0.110242 0.122284 0.103132 0.115794 0.0826282 0.0419514 0.0452749 0.333502 0.196307 0.0810933 0.0962206 0.0652244 0.0580677 0.120485 0.0416533 0.0388003 0.0317999
threshold=0.12028000000000003 0.11351500000000002 0.056820000000000016 -0.040384999999999997 0.13279000000000005 0.11706000000000001 -0.15398499999999998 -0.025079999999999998 -0.016464999999999997 -0.031494999999999995 -0.096664999999999987 -0.084014999999999992 0.090285000000000018 -0.08323499999999999 -0.086554999999999993 -0.25378999999999996 -0.074569999999999984 0.13881500000000005
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 6 15 9 -9 13 12 -12 -10 14 -8 -1 -15 -6
right_child=1 -3 -4 -5 17 -7 7 8 10 -11 11 -13 -14 16 -16 -17 -18 -19
leaf_value=0.00010556469172686656 -0.0033105443271883839 -0.0050747492628599308 0.0042088929832298973 -0.004156742441088759 0.0042407171907107117 0.0041041150478800525 -0.00034933083069428942 -0.006365967680280857 -0.00072498247130675707 0.0067652067940277326 -0.0039453038471451872 0.00036630110516298848 -0.0045208166574593183 0.0011052220183852628 0.0043332080583347067 0.003878803396263961 -0.00039872305425540277 0.0006102107601121873
leaf_weight=61 57 58 49 80 46 51 125 86 158 47 53 1547 63 213 96 56 838 51
leaf_count=61 57 58 49 80 46 51 125 86 158 47 53 1547 63 213 96 56 838 51
internal_value=0 -0.0011212 -0.000308034 -0.00125739 0.00024346 0.000128246 6.73459e-05 0 -0.00030986 0.000448498 -2.33998e-05 0.000222967 -0.00181076 0.000214454 0.00168101 0.00191856 -9.31484e-05 0.00234033
internal_weight=0 341 283 234 154 3394 3343 3226 1907 1319 1821 1600 221 1272 221 117 1051 97
internal_count=3735 341 283 234 154 3394 3343 3226 1907 1319 1821 1600 221 1272 221 117 1051 97
is_linear=0
shrinkage=0.0995203


Tree=2370
num_leaves=13
num_cat=0
split_feature=30 8 3 8 10 0 21 21 21 1 21 26
split_gain=0.0664882 0.0347316 0.0615838 0.0542163 0.112196 0.0540836 0.0478054 0.0872706 0.075652 0.226101 0.181703 0.0585778
threshold=0.12577500000000003 0.10851500000000001 0.096510000000000026 0.093085000000000015 0.086165000000000019 0.11291000000000002 0.096230000000000024 0.09407500000000002 0.10168500000000003 0.054560000000000004 0.10403500000000003 -0.092795000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 11 9 -8 -10 -1
right_child=-2 2 -4 4 -6 -7 8 -9 10 -11 -12 -13
leaf_value=0.0021470242317240371 -0.0037473792870738195 -0.0036448383594900814 0.00031601012704779815 0.0054563926073269136 -0.001046007465543394 -0.0023373357925119695 0.0067531781212079563 -0.0039528070581405011 -0.0049803109702817551 -0.0022181501221930832 0.0010039702192836987 -8.6270006038086818e-05
leaf_weight=122 46 68 90 55 50 91 70 56 56 46 488 2497
leaf_count=122 46 68 90 55 50 91 70 56 56 46 488 2497
internal_value=0 5.96722e-05 -0.00138348 0.00012448 0.00235222 5.59654e-05 0.000121515 -6.53595e-05 0.000880165 0.00318853 0.000386436 1.74503e-05
internal_weight=0 3689 158 3531 105 3426 3335 2675 660 116 544 2619
internal_count=3735 3689 158 3531 105 3426 3335 2675 660 116 544 2619
is_linear=0
shrinkage=0.0995203


Tree=2371
num_leaves=15
num_cat=0
split_feature=4 0 4 12 0 9 6 26 26 0 0 0 6 2
split_gain=0.0376645 0.0920664 0.0652773 0.0546279 0.0721472 0.0965248 0.0379641 0.0406401 0.191351 0.103521 0.124299 0.123334 0.0465725 0.0391307
threshold=0.12028000000000003 -0.0033699999999999997 0.11706000000000001 -1.0000000180025095e-35 -0.066264999999999991 -0.054184999999999997 -0.45687499999999998 0.11624000000000002 0.11275500000000002 -0.050054999999999995 -0.067345000000000002 -0.073219999999999993 -0.23069499999999998 0.12610000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 5 -5 -1 8 12 10 11 -9 -8 -14
right_child=1 -3 -4 4 -6 -7 7 9 -10 -11 -12 -13 13 -15
leaf_value=-0.0027504425620332074 0.002942171792767716 -0.0041467392597129317 0.003645494717350233 -0.0055559614960214365 0.001395638015506961 -6.924816909073768e-05 0.0032137761616804791 -4.3481915939166167e-05 0.0062552492395714105 -0.005233254119458193 0.0036104970919121774 -0.0058265735582341679 -1.0125856426073101e-05 0.0021093654612444903
leaf_weight=47 47 72 51 53 89 80 47 154 51 48 64 48 2795 89
leaf_count=47 47 72 51 53 89 80 47 154 51 48 64 48 2795 89
internal_value=0 -0.000985564 0.000111618 -0.000136407 -0.000791866 -0.00226184 5.74612e-05 9.77495e-05 0.000211374 -0.00097871 -0.000207895 -0.00142174 0.00010593 5.49977e-05
internal_weight=0 341 3394 269 222 133 3343 3296 2982 314 266 202 2931 2884
internal_count=3735 341 3394 269 222 133 3343 3296 2982 314 266 202 2931 2884
is_linear=0
shrinkage=0.0995203


Tree=2372
num_leaves=21
num_cat=0
split_feature=18 18 26 26 17 17 20 1 19 26 1 26 4 18 17 0 0 26 9 26
split_gain=0.0420353 0.0640112 0.187273 0.266884 0.160019 0.124286 0.0625688 0.062317 0.119054 0.114921 0.0816421 0.0592597 0.0660551 0.159524 0.101005 0.106851 0.0999247 0.0717528 0.0835558 0.0358492
threshold=0.10361000000000002 0.088250000000000009 0.090715000000000032 0.11575500000000001 -0.076939999999999995 0.0041300000000000009 -0.080869999999999984 -0.072579999999999992 0.10901000000000002 0.090385000000000021 -0.082039999999999988 0.40795000000000009 0.079660000000000022 0.0036600000000000005 -0.54192999999999991 0.076335000000000014 -0.14731999999999998 0.11861500000000001 0.11351500000000002 0.090170000000000014
decision_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 -4 -3 -6 -2 9 -9 -8 -11 12 16 14 -14 -16 -1 18 -18 -10
right_child=6 2 3 -5 5 -7 7 8 19 10 -12 -13 13 -15 15 -17 17 -19 -20 -21
leaf_value=0.0048630740323146572 0.0017288309395580611 -0.00019383629288059032 -0.0054639930107810699 0.003323535728883787 0.007982280786592872 0.001623609066726199 -0.0028021955671612099 -0.0052606731719450272 0.0017504816027686908 -0.0013542208122875473 0.0036733369048634998 0.0033522523373304726 0.0032855826646246539 -0.0054449402641623765 -0.00027810454757241888 -0.0052407208121538085 0.00029770969759833056 -0.0031048632610785822 0.0040737076923773562 -0.0019241389709925133
leaf_weight=49 90 73 71 66 82 49 90 85 48 51 85 57 73 63 662 46 1824 59 60 58
leaf_count=49 90 73 71 66 82 49 90 85 48 51 85 57 73 63 662 46 1824 59 60 58
internal_value=0 0.000326978 0.0016169 -0.00122461 0.00352919 0.0056101 -0.000647276 -0.00116207 -0.00248552 -3.99524e-05 0.00178198 0.000174651 0.000110496 -0.000626992 -0.0002373 -0.000601691 0.000423377 0.000310992 0.000418399 -0.000252437
internal_weight=0 3234 341 137 204 131 507 417 191 226 136 2893 2836 844 781 708 1992 1943 1884 106
internal_count=3741 3234 341 137 204 131 507 417 191 226 136 2893 2836 844 781 708 1992 1943 1884 106
is_linear=0
shrinkage=0.0995203


Tree=2373
num_leaves=24
num_cat=0
split_feature=2 4 4 1 3 20 3 0 4 2 9 3 2 20 29 9 2 4 5 9 2 1 18
split_gain=0.0505161 0.0944116 0.213336 0.158626 0.0825124 0.209972 0.150238 0.0778591 0.0862632 0.0534852 0.203235 0.0841255 0.0832039 0.0613341 0.0514755 0.0642099 0.135942 0.273334 0.180523 0.0593469 0.338304 0.0481036 0.0450677
threshold=0.084895000000000012 0.085720000000000018 0.089610000000000009 1.0000000180025095e-35 0.10749000000000002 -1.0000000180025095e-35 0.11387500000000002 -0.117355 0.12498500000000003 -0.011474999999999999 -0.020035000000000001 0.12389500000000002 -0.01504 -0.073489999999999986 1.0000000180025095e-35 0.083795000000000022 -0.086304999999999993 0.094025000000000011 -0.013384999999999999 0.084115000000000009 -0.086050000000000001 -0.08616 0.12487500000000003
decision_type=2 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 -2 5 -4 -6 8 -8 12 11 13 14 -11 15 16 18 -18 -1 20 -17 -9 -21
right_child=1 2 4 -5 6 -7 7 21 -10 10 -12 -13 -14 -15 -16 19 17 -19 -20 22 -22 -23 -24
leaf_value=0.0028180605643117521 -0.0060590087308961312 0.006404581373256551 -0.0080060591027238028 0.001101820788755088 0.005080453456479307 0.00081410602471061473 -0.0016974324601952652 -0.00099042529349331501 0.0036996383283823147 -0.00094189843835951507 0.0068282824494966567 -0.0033731511145299042 -0.0038541803698730398 0.0034258546459350362 -0.0027061160952925821 0.0037581512060244067 0.0099180021801632736 0.00057055431790794251 -0.0032830814158509632 0.00038840115723780781 -0.008240558592237348 -0.0053739262371246049 -0.0012149368638149772
leaf_weight=103 74 46 48 52 50 60 64 55 54 58 59 50 49 70 56 46 50 82 90 2244 47 46 188
leaf_count=103 74 46 48 52 50 60 64 55 54 58 59 50 49 70 56 46 50 82 90 2244 47 46 188
internal_value=0 -0.000706 4.35249e-06 -0.00309725 -0.000774407 -0.00309839 0.000155599 -0.000965059 0.000765476 0.000327186 0.00176613 8.36228e-05 0.000211501 0.00144032 0.000280337 0.000339305 0.00165627 0.00411746 -2.27901e-05 0.000169471 -0.00229691 -0.00299498 0.000264122
internal_weight=0 549 423 126 377 108 269 219 118 3192 237 178 2955 128 2906 2850 325 132 193 2525 93 101 2432
internal_count=3741 549 423 126 377 108 269 219 118 3192 237 178 2955 128 2906 2850 325 132 193 2525 93 101 2432
is_linear=0
shrinkage=0.0995203


Tree=2374
num_leaves=17
num_cat=0
split_feature=23 2 4 4 6 7 3 6 4 3 4 0 4 2 28 11
split_gain=0.0432644 0.0603046 0.0960645 0.10691 0.0832642 0.0735735 0.0685627 0.167092 0.118915 0.196535 0.0760823 0.0652255 0.107611 0.10729 0.0469832 0.0449902
threshold=-0.068264999999999978 0.0040650000000000018 0.14699000000000004 0.13752500000000004 -0.48214499999999999 0.084545000000000023 0.12015500000000003 -0.070864999999999997 0.085720000000000018 0.08920500000000002 0.079660000000000022 -0.14075499999999999 0.078940000000000024 -0.021165 0.084260000000000015 -0.15300499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 6 -2 11 8 -8 10 -10 -3 12 -6 -14 15 -13
right_child=1 2 -4 -5 5 -7 7 -9 9 -11 -12 14 13 -15 -16 -17
leaf_value=0.003037317211905974 0.0041681439013396869 -0.00021952877141254379 -0.0050250738700704546 0.0041661251626320759 0.0023084338998038 -0.0032247098601236217 -0.007317792120611513 0.00013937270487638059 0.0069215493230019871 -0.00025505918767582998 -0.0049944985825565308 -0.0025745849110867247 -0.0059691486156412121 0.0002953485357139487 0.0035609068067839799 0.00040682754244125664
leaf_weight=51 54 68 49 46 47 60 50 73 47 192 65 51 65 46 46 2731
leaf_count=51 54 68 49 46 47 60 50 73 47 192 65 51 65 46 46 2731
internal_value=0 0.000117853 -0.000803983 -0.000420153 0.000293564 0.000224606 -0.000848006 -0.00288534 -0.000172171 0.00115282 -0.00255932 0.00029419 -0.00167263 -0.00336568 0.000404365 0.000351878
internal_weight=0 3690 590 541 3100 3046 495 123 372 239 133 2986 158 111 2828 2782
internal_count=3741 3690 590 541 3100 3046 495 123 372 239 133 2986 158 111 2828 2782
is_linear=0
shrinkage=0.0995203


Tree=2375
num_leaves=20
num_cat=0
split_feature=3 3 5 1 1 1 5 5 3 8 9 6 3 6 3 7 20 0 20
split_gain=0.0369563 0.0908268 0.151577 0.0879903 0.155029 0.101327 0.105925 0.325151 0.105376 0.0942659 0.0850143 0.115861 0.0816491 0.0825453 0.0802666 0.0546577 0.0513589 0.156395 0.142587
threshold=0.092115000000000016 0.091065000000000021 -0.039649999999999998 0.0033150000000000007 0.039665000000000013 -0.000195 -0.094469999999999985 -0.088604999999999989 0.090595000000000023 -0.093384999999999982 0.087980000000000017 -0.095814999999999997 0.092510000000000023 -0.47511999999999999 0.092900000000000024 0.057175000000000011 -0.048779999999999997 -0.1525 -0.060199999999999997
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 -5 6 9 -8 -9 -1 11 -6 -2 -14 -15 16 18 -18 -16
right_child=12 2 -4 4 10 -7 7 8 -10 -11 -12 -13 13 14 15 -17 17 -19 -20
leaf_value=0.0010194410110548654 -0.0041813451110605197 -0.0012246410560690436 0.0057238585292604645 -0.0052801674139266062 -0.00081704636629094309 0.0051567126760767856 0.0064414425497384088 0.00043400672999622473 -0.0042286699777444835 -0.0046982039767803699 -0.0027715009929691154 0.0055451998558132699 0.0039231431774850488 0.0037928602879366228 -0.00017045949981690122 0.0025371051469879773 -0.0047782168821935578 -0.000459776454665951 0.0051112108851676837
leaf_weight=47 49 51 79 74 71 46 90 1192 50 72 65 47 50 49 634 65 92 863 55
leaf_count=47 49 51 79 74 71 46 90 1192 50 72 65 47 50 49 634 65 92 863 55
internal_value=0 0.000452828 0.00299161 0.000264196 -0.00143613 0.000556649 0.000410252 0.000664889 0.000245639 -0.0024331 0.000113822 0.00171013 -0.000172582 -6.3485e-05 -0.000177336 -0.000291648 -0.000403988 -0.000876651 0.000249966
internal_weight=0 1884 130 1754 257 1497 1451 1332 1242 119 183 118 1857 1808 1758 1709 1644 955 689
internal_count=3741 1884 130 1754 257 1497 1451 1332 1242 119 183 118 1857 1808 1758 1709 1644 955 689
is_linear=0
shrinkage=0.0995203


Tree=2376
num_leaves=19
num_cat=0
split_feature=4 4 4 3 2 0 4 3 0 2 2 3 0 3 3 2 5 35
split_gain=0.0634098 0.304117 0.232623 0.131429 0.193091 0.462146 0.100658 0.103433 0.0929894 0.0847983 0.0940018 0.0726314 0.0525661 0.0596129 0.114866 0.136433 0.0743194 0.0473055
threshold=0.088720000000000021 0.086380000000000026 0.094995000000000024 0.084145000000000011 -0.087359999999999993 -0.087394999999999987 0.083685000000000023 0.14166500000000004 -0.225295 0.0021050000000000005 -0.037414999999999997 0.082130000000000022 -0.17809 0.014805000000000004 0.10525500000000003 -0.049174999999999996 -0.47386999999999996 -0.083194999999999991
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 11 -6 7 9 -4 10 -5 -1 -10 16 -15 -16 -14 -18
right_child=2 -3 8 6 5 -7 -8 -9 12 -11 -12 -13 13 14 15 -17 17 -19
leaf_value=-0.0020193144277272225 0.0056906199915988257 -0.0081976932748537325 -0.0031641234065980066 -0.00030375927623409226 -0.00042266566073021443 -0.01273650190223404 0.0035858450101557359 0.003697519647755036 0.0032371850680776339 -0.0034022006325480129 0.0031260953875643432 0.0032625506340818698 0.0050364038615779688 -0.0046295306274020459 0.002984062163389643 -0.00094065740918137998 0.0031001096487354137 -0.00079825933648574438
leaf_weight=51 79 49 81 2250 79 49 72 66 59 84 82 52 48 57 120 326 46 93
leaf_count=51 79 49 81 2250 79 49 72 66 59 84 82 52 48 57 120 326 46 93
internal_value=0 -0.000424843 0.000530169 -0.000287791 -0.00256117 -0.00514295 -8.18515e-05 -0.000188577 3.80069e-05 -0.000295076 -0.000182804 0.000639311 0.000385392 0.000140356 -0.000422366 0.000113486 0.00165837 0.00048596
internal_weight=0 2834 909 2785 231 128 2554 2482 830 2416 2332 103 749 690 503 446 187 139
internal_count=3743 2834 909 2785 231 128 2554 2482 830 2416 2332 103 749 690 503 446 187 139
is_linear=0
shrinkage=0.0995203


Tree=2377
num_leaves=30
num_cat=0
split_feature=26 9 9 17 6 6 20 2 20 21 18 18 26 9 1 21 26 17 9 9 1 1 18 1 17 17 17 20 9
split_gain=0.0582193 0.148656 0.217821 0.07165 0.067548 0.118728 0.111144 0.21877 0.105005 0.127915 0.0603234 0.187217 0.110905 0.112483 0.0999213 0.118936 0.112658 0.162657 0.156866 0.0534815 0.0652505 0.173555 0.0975179 0.0699279 0.0675359 0.149398 0.121012 0.0492611 0.0298789
threshold=0.083970000000000031 0.083835000000000021 0.079525000000000026 -0.0064000000000000003 -0.0097999999999999979 -0.015744999999999999 -0.081945000000000004 -0.082294999999999993 -0.080869999999999984 0.085330000000000031 -0.022504999999999997 -0.014825 0.085855000000000029 0.086070000000000021 -0.050379999999999994 -0.021529999999999997 0.087625000000000022 -0.13530499999999998 0.084985000000000019 -0.095314999999999997 -0.37983499999999998 -0.49367499999999997 -0.117225 -0.15796999999999997 0.32384000000000007 0.11639500000000001 0.053575000000000012 -0.015594999999999999 0.082690000000000027
decision_type=2 2 2 2 2 2 2 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 2 3 -2 5 6 7 -3 -8 -10 14 -12 -13 -14 16 -16 18 -18 -6 27 21 22 -21 -22 25 26 -25 -1 -24
right_child=1 4 -4 -5 10 -7 8 -9 9 -11 11 12 13 -15 15 -17 17 -19 -20 20 23 -23 28 24 -26 -27 -28 -29 -30
leaf_value=0.0045452280271696148 0.0019765186365766851 0.0074453376982041219 -0.0069104953830176246 -0.0026794644433101506 -0.0023057578427760159 -0.0056006221772271205 -0.0052663122333566209 -0.0018089873811621253 -0.0052124762540491825 -0.00014789633853403285 0.0065812460945667969 -0.0042293800983464105 0.0031697911193159182 0 -0.0014720084097309971 0.0053264371142543046 0.0016810427026014403 -0.0037032285163865137 0.0056144684143283451 -0.0030523136880089134 -0.0034427224424135356 0.0060936628039287496 0.00017140712016331066 -0.00011071494720748035 0.0028965999641122793 -0.0042157323746960821 0.0051163818081933427 0.00064732394099711182 0.0035144310104629761
leaf_weight=53 63 46 85 68 51 52 57 56 56 422 51 49 141 521 48 54 74 221 48 65 62 63 54 942 74 85 46 83 53
leaf_count=53 63 46 85 68 51 52 57 56 56 422 51 49 141 521 48 54 74 221 48 65 62 63 54 942 74 85 46 83 53
internal_value=0 -0.000509111 -0.00298646 -0.000434079 -0.000233854 -0.00102612 -0.000651407 0.00235651 -0.00122641 -0.000742949 0.000199416 0.000755918 0.000336916 0.000676142 -0.000653882 0.00211914 -0.00137385 -0.00234982 0.00152608 0.000285384 0.000107094 0.00162485 -7.22255e-06 -0.000187244 -1.0558e-05 -0.000211815 0.000131824 0.00217238 0.00183495
internal_weight=0 2163 216 131 1947 689 637 102 535 478 1258 762 711 662 496 102 394 295 99 1580 1444 235 172 1209 1147 1073 988 136 107
internal_count=3743 2163 216 131 1947 689 637 102 535 478 1258 762 711 662 496 102 394 295 99 1580 1444 235 172 1209 1147 1073 988 136 107
is_linear=0
shrinkage=0.0995203


Tree=2378
num_leaves=18
num_cat=0
split_feature=6 6 9 26 26 1 1 26 5 26 8 6 8 5 1 1 4
split_gain=0.0525707 0.0488403 0.0778231 0.0504774 0.145615 0.101443 0.14367 0.135022 0.0996907 0.0917269 0.0869008 0.186132 0.154624 0.0780211 0.0743435 0.103969 0.0261933
threshold=-0.48214499999999999 0.12638500000000005 0.09833500000000002 0.092385000000000023 0.091570000000000026 -0.088694999999999982 -0.082489999999999994 0.10144500000000002 0.065520000000000023 0.089725000000000013 -0.08595499999999999 0.08866000000000003 -0.087374999999999994 0.11286000000000003 -0.079250000000000001 -0.076329999999999995 0.084435000000000024
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 8 7 -7 -5 10 13 12 -12 -2 -10 -8 -16 -3
right_child=1 2 -4 5 -6 6 14 -9 9 -11 11 -13 -14 -15 15 -17 -18
leaf_value=0.0022327679366285626 -0.00030660275314824153 -0.0021360820342968788 0.0038872620706575495 -0.0072672835366643417 0.0045746212179079366 0.0038600706368506878 -0.0039255177106621159 -0.00033945766606775763 0.0034753316929141964 0.0052855432626901433 -0.00052778302959478234 -0.0039994333220467913 0.0034558762252423101 4.2611371408076117e-05 0.0028143994991188894 -0.0010931655833305068 0.0011347849451099675
leaf_weight=89 669 46 73 55 65 67 75 57 79 46 1058 179 129 389 77 539 51
leaf_count=89 669 46 73 55 65 67 75 57 79 46 1058 179 129 389 77 539 51
internal_value=0 -0.000214645 0.00143167 -0.000295212 -7.63326e-05 -0.000951914 -0.00053757 -0.00374883 -0.000195254 0.00104261 -0.000508315 -0.00103081 0.000300592 0.000623816 -0.000965154 -0.000603391 -0.000407909
internal_weight=0 3654 170 3484 2614 870 758 112 2549 514 2035 1237 798 468 691 616 97
internal_count=3743 3654 170 3484 2614 870 758 112 2549 514 2035 1237 798 468 691 616 97
is_linear=0
shrinkage=0.0995203


Tree=2379
num_leaves=11
num_cat=0
split_feature=31 6 2 3 20 23 10 10 4 30
split_gain=0.047338 0.0406286 0.109057 0.150047 0.115764 0.0426121 0.0478706 0.0809441 0.0434635 0.0447244
threshold=0.095410000000000009 0.11642500000000001 -0.073884999999999992 0.10850000000000003 -0.057024999999999999 0.086085000000000023 0.093790000000000026 0.087275000000000019 0.14602500000000004 0.096655000000000033
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 7 8 9 -1
right_child=-2 2 3 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00044476104653780405 0.0030312532918520306 -0.0020924059157254983 0.0054787221141824544 -0.0038243918174040601 0.0031225708760050357 0.0021764371638927794 -0.003261274775232254 0.0030993278296561782 0.0021815803871525754 0.0025240726076891928
leaf_weight=3133 46 77 83 47 48 69 54 69 66 51
leaf_count=3133 46 77 83 47 48 69 54 69 66 51
internal_value=0 -0.000180307 0.00103113 0.00238692 -0.000305731 -0.000270293 -0.000320588 -0.000272496 -0.000344334 -0.00039695
internal_weight=0 3697 255 178 95 3442 3373 3319 3250 3184
internal_count=3743 3697 255 178 95 3442 3373 3319 3250 3184
is_linear=0
shrinkage=0.0995203


Tree=2380
num_leaves=10
num_cat=0
split_feature=7 5 24 28 0 1 21 5 3
split_gain=0.0651488 0.0620876 0.0518207 0.0481065 0.0406972 0.0583236 0.0404062 0.0435134 0.0359323
threshold=-0.23835999999999999 0.6362850000000001 -0.071649999999999991 0.080375000000000016 0.12433000000000002 -0.49056499999999997 0.13922500000000004 0.51100000000000012 0.12389500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 -4 -8
right_child=1 -3 3 -5 5 -7 8 -9 -10
leaf_value=0.0035463693530676786 -0.0033422251832740568 -0.0036261618513712683 -8.6373676637783152e-05 0.0025480807266057737 0.0039221870873103254 -0.00051451100322132235 -0.00037206898160818436 -0.0019516835317160994 0.0032255388382620041
leaf_weight=50 46 48 3159 73 61 56 46 129 67
leaf_count=50 46 48 3159 73 61 56 46 129 67
internal_value=0 -7.01792e-05 -2.30233e-05 1.92671e-05 -3.29742e-05 0.00179164 -9.59848e-05 -0.000159805 0.00175378
internal_weight=0 3685 3637 3591 3518 117 3401 3288 113
internal_count=3735 3685 3637 3591 3518 117 3401 3288 113
is_linear=0
shrinkage=0.0995203


Tree=2381
num_leaves=14
num_cat=0
split_feature=10 20 20 5 20 5 18 9 4 4 20 30 20
split_gain=0.0890199 0.0617979 0.0970978 0.0758433 0.0747287 0.071382 0.106264 0.0865472 0.0566894 0.0562853 0.0508714 0.0599694 0.0691744
threshold=0.090005000000000016 -0.049534999999999996 -0.072005 -0.084089999999999984 -0.076005000000000003 0.51100000000000012 -0.17307499999999998 -0.01042 0.14831500000000003 0.13881500000000005 -0.028439999999999997 0.096655000000000033 -0.01137
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 9 10 -3 12 -12
right_child=-2 8 3 -5 -6 -7 7 -9 -10 -11 11 -13 -14
leaf_value=0.0042800401716202993 -0.0031843940232799939 0.0028288063235653279 -0.0053375976283277652 -0.00093079830202173134 0.0028900790970135862 -0.0035459024977086153 -0.0030183478512102214 -4.8629468370293706e-05 0.0035320276368953902 -0.002818576234445971 -0.0027739649749168238 0.003445945748275169 0.00028107516657611151
leaf_weight=50 86 79 68 91 73 67 112 740 54 57 76 57 2125
leaf_count=50 86 79 68 91 73 67 112 740 54 57 76 57 2125
internal_value=0 5.49448e-05 -0.000529505 -0.00282062 -0.000179116 -0.00041118 -0.000177426 -0.000439976 0.000342013 0.000269716 0.00034539 0.000258141 0.000175213
internal_weight=0 3649 1201 159 1042 969 902 852 2448 2394 2337 2258 2201
internal_count=3735 3649 1201 159 1042 969 902 852 2448 2394 2337 2258 2201
is_linear=0
shrinkage=0.0995203


Tree=2382
num_leaves=23
num_cat=0
split_feature=10 2 2 2 2 6 2 11 6 1 17 18 9 9 26 9 3 26 3 9 2 19
split_gain=0.0721811 0.0504253 0.0394884 0.0510783 0.0677405 0.057361 0.0740171 0.0514761 0.0509282 0.10004 0.0766458 0.186195 0.103493 0.057449 0.0552042 0.0978974 0.123434 0.0896369 0.103581 0.082611 0.0778384 0.0422216
threshold=0.090005000000000016 0.50951500000000005 -0.069129999999999983 -0.057419999999999999 -0.050194999999999997 -0.036009999999999993 -0.065059999999999993 -0.15300499999999997 -1.0000000180025095e-35 -0.050379999999999994 -0.022884999999999999 -0.089234999999999995 0.083955000000000016 0.091405000000000028 0.084645000000000012 0.088135000000000033 0.091065000000000021 -0.025024999999999999 0.089985000000000023 0.089175000000000018 -0.095204999999999998 0.11689000000000002
decision_type=2 2 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 -5 -4 -7 -6 14 10 11 -10 -12 -11 17 16 -16 20 -19 -17 -1 -9
right_child=-2 -3 3 4 7 6 -8 21 9 13 12 -13 -14 -15 15 19 -18 18 -20 -21 -22 -23
leaf_value=0.00077755227589539316 -0.0028674825099153762 0.0030400361913028267 0.00022617698335247391 0.0031900257849985171 -0.0034466213398317352 -0.0061926876103294247 -0.00072148150529896017 -3.6444522439110797e-05 -0.0014192466401365092 0.0060263797956319823 -0.0036583002236081426 0.0025220164967166654 0.00014565073781020376 0.0011501354726155229 -0.0012826206003186487 0.0031644825438706171 -0.0067819688974628907 0.00062045713238240044 0.0052440847644422686 -0.00058883898653549333 -0.0032917061078285331 -0.0026506311312291448
leaf_weight=101 86 55 63 55 52 52 47 850 173 51 80 377 616 46 198 72 51 194 64 300 86 66
leaf_count=101 86 55 63 55 52 52 47 850 173 51 80 377 616 46 198 72 51 194 64 300 86 66
internal_value=0 4.9432e-05 3.43815e-06 -0.000466675 -0.000205778 -0.00210914 -0.00360352 -0.000399567 0.000235029 0.000642887 0.000402495 0.00128082 -0.000290409 0.00372238 -0.000278043 -0.00088481 -0.00241228 0.000566865 0.00177058 0.00013541 -0.00108949 -0.000225697
internal_weight=0 3649 3594 1185 1023 162 99 968 2409 1343 1246 550 696 97 1066 621 249 445 258 372 187 916
internal_count=3735 3649 3594 1185 1023 162 99 968 2409 1343 1246 550 696 97 1066 621 249 445 258 372 187 916
is_linear=0
shrinkage=0.0995203


Tree=2383
num_leaves=19
num_cat=0
split_feature=10 20 20 3 6 20 3 20 3 3 7 1 20 21 1 4 1 22
split_gain=0.0585283 0.0462796 0.0837942 0.0726943 0.145251 0.0913361 0.0976077 0.0706075 0.119973 0.060681 0.0452638 0.0427226 0.0400407 0.0680862 0.0464301 0.139432 0.0568098 0.0329559
threshold=0.090005000000000016 -0.049534999999999996 -0.058504999999999995 0.11523000000000001 -0.074569999999999984 -0.071149999999999991 0.11025500000000002 -0.09280999999999999 0.12461000000000003 0.10726500000000001 -0.230575 0.62256000000000011 0.096815000000000026 0.10168500000000003 0.0049450000000000015 0.13662500000000002 -0.0084199999999999987 0.12431000000000002
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 9 -6 -9 -1 -3 12 14 -14 16 -16 -12 -15
right_child=-2 10 -4 4 7 -7 -8 8 -10 -11 11 -13 13 17 15 -17 -18 -19
leaf_value=-0.00036250429520546574 -0.0025821097688635206 0.0032885287816965055 -0.0046278807581533526 0.0049548780715472016 0.0023203077347324925 -0.0045513399951616846 -0.0043089118462684393 -0.0057566334310271139 0.0011500811879415892 0.0033217383533923825 0.00032702169294930898 -0.0025611517366646232 -0.00342281169278601 -0.00088967736730955545 0.0023390424603903664 -0.0026403315957328746 -0.0024358834526583555 0.0024904532440413081
leaf_weight=759 86 49 46 73 59 57 60 46 54 47 1700 53 75 75 305 68 77 46
leaf_count=759 86 49 46 73 59 57 60 46 54 47 1700 53 75 75 305 68 77 46
internal_value=0 4.44902e-05 -0.000461249 -0.000294596 0.00127897 -0.000691007 -0.000435974 -0.000403556 -0.00201882 -0.00014665 0.000292942 0.000231416 0.000294853 -0.00106569 0.000419265 0.00142908 0.00020684 0.000388566
internal_weight=0 3649 1201 1155 232 923 866 159 100 806 2448 2399 2346 196 2150 373 1777 121
internal_count=3735 3649 1201 1155 232 923 866 159 100 806 2448 2399 2346 196 2150 373 1777 121
is_linear=0
shrinkage=0.0995203


Tree=2384
num_leaves=19
num_cat=0
split_feature=18 5 5 21 21 0 21 5 1 5 2 5 5 17 1 1 9 3
split_gain=0.0382534 0.0535954 0.0839726 0.0770204 0.110342 0.0961894 0.0852261 0.0715504 0.413009 0.250913 0.0890244 0.0733018 0.0702355 0.0586516 0.0568874 0.158217 0.0667178 0.0508607
threshold=-0.43123499999999998 -0.0054650000000000002 -0.0038499999999999997 0.11987500000000002 0.13922500000000004 -0.090939999999999993 0.10384500000000002 -0.0089549999999999994 -0.085739999999999997 -0.0073899999999999999 -0.16099499999999997 -0.010074999999999999 -0.0016799999999999999 -0.093784999999999993 -0.089819999999999997 -0.085349999999999995 0.079525000000000026 0.11663500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 7 -3 5 -5 13 12 10 -9 -10 -2 14 -7 -4 16 -16 -12 -1
right_child=1 2 3 4 -6 6 -8 8 9 -11 11 -13 -14 -15 15 -17 -18 -19
leaf_value=-9.926099925429054e-05 0.0039745505047661068 -0.003889291825334153 0.00077786500101052715 -0.0059636254374643444 -0.00018692262997917881 0.0029629596565609916 0.0031354246884898705 -0.0047647068799377369 0.011365944627402211 0.001456947517036679 0.0013305358763876988 -0.0034342584993409435 -0.00077192152223370285 0.0053292269452651694 0.0051044298370219688 0.00018234682574366353 -0.0033098073507254089 0.0043989850551905017
leaf_weight=51 61 66 65 54 84 53 67 52 48 54 46 56 826 50 67 1889 91 48
leaf_count=51 61 66 65 54 84 53 67 52 48 54 46 56 826 50 67 1889 91 48
internal_value=0 9.00524e-05 -0.000432479 -0.000241513 -0.0024533 4.53944e-05 -0.000284206 0.00037001 0.00244465 0.00612803 0.000225072 0.000118261 -0.000545792 0.00276384 0.000213703 0.000351364 -0.00174576 0.00207344
internal_weight=0 3629 1265 1199 138 1061 946 2364 154 102 2210 2149 879 115 2093 1956 137 99
internal_count=3728 3629 1265 1199 138 1061 946 2364 154 102 2210 2149 879 115 2093 1956 137 99
is_linear=0
shrinkage=0.0995203


Tree=2385
num_leaves=13
num_cat=0
split_feature=22 7 21 6 20 21 18 9 9 2 18 18
split_gain=0.0644523 0.0404587 0.0434347 0.0933077 0.0578364 0.0536013 0.0433486 0.0963702 0.134424 0.0627402 0.0425841 0.0464558
threshold=0.13292500000000004 -0.07553 0.12208500000000003 -0.070010000000000003 -0.057024999999999999 0.11707000000000002 0.11504500000000002 0.089855000000000032 0.09550500000000002 -0.08040499999999999 0.10698500000000001 0.09679500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 10 9 -9 -8 11 -3
right_child=-2 2 3 4 -6 -7 7 8 -10 -11 -12 -13
leaf_value=0.0023859716609252392 0.0038313142727213439 0.00019590875809980297 -0.0051614697760274742 -0.0017902740562007059 0.0021132600742615436 0.0027689802796031118 0.0040443679291652396 -0.006515359792957416 -0.00068104511196746831 -0.001061144871621142 0.0025124319936918392 -0.0017067397096407521
leaf_weight=74 46 2840 49 91 64 74 47 56 131 48 75 133
leaf_count=74 46 2840 49 91 64 74 47 56 131 48 75 133
internal_value=0 8.22812e-05 3.48057e-05 -0.00137538 -0.000173211 0.000119558 6.04363e-05 -0.00111966 -0.0024326 0.00145612 0.000169887 0.000110517
internal_weight=0 3682 3608 204 155 3404 3330 282 187 95 3048 2973
internal_count=3728 3682 3608 204 155 3404 3330 282 187 95 3048 2973
is_linear=0
shrinkage=0.0995203


Tree=2386
num_leaves=15
num_cat=0
split_feature=10 9 4 7 1 2 0 3 7 1 10 4 20 3
split_gain=0.0544485 0.0391537 0.114955 0.0869563 0.18254 0.063406 0.036668 0.157016 0.0548265 0.0504562 0.0610493 0.0502182 0.0325989 0.015774
threshold=0.09056500000000002 0.11296000000000002 0.12719000000000005 0.081185000000000021 -0.078954999999999984 -0.057419999999999999 0.12433000000000002 0.10583000000000002 -0.075879999999999989 0.50462500000000021 0.085090000000000013 0.13630500000000004 -1.0000000180025095e-35 0.11642500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 6 -5 12 8 -8 -1 10 -10 -11 -3 -7
right_child=-2 2 -4 4 -6 13 7 -9 9 11 -12 -13 -14 -15
leaf_value=0.0029375786591725136 0.0025912292533824869 -5.1034263549443323e-05 -0.005585836638044522 -0.0011496860458994299 0.0076109954491090717 0.00033976859710462746 0.0015098880245676099 -0.0060840001105393034 8.4765720782449438e-05 -0.0037848492599812785 0.0037390271777725265 0.00023499492849850552 -0.0037961147731227314 0.0028891246826827531
leaf_weight=67 86 46 47 48 46 47 63 47 2964 66 46 57 47 51
leaf_count=67 86 46 47 48 46 47 63 47 2964 66 46 57 47 51
internal_value=0 5.72715e-05 -0.00117641 0.000143768 0.00312875 -8.70779e-05 5.87509e-05 -0.00172733 0.000120403 5.9896e-05 0.000140884 -0.00191534 -0.00195251 0.00167483
internal_weight=0 3642 238 3404 94 191 3310 110 3200 3133 3010 123 93 98
internal_count=3728 3642 238 3404 94 191 3310 110 3200 3133 3010 123 93 98
is_linear=0
shrinkage=0.0995203


Tree=2387
num_leaves=21
num_cat=0
split_feature=22 18 18 18 26 26 26 18 5 5 18 1 2 1 6 17 17 21 7 6
split_gain=0.0506194 0.0320147 0.183544 0.0987843 0.0730492 0.139794 0.118289 0.163946 0.143137 0.110992 0.168541 0.153369 0.108491 0.0678189 0.119221 0.0688311 0.130379 0.0864541 0.0597258 0.0494057
threshold=0.13292500000000004 0.088735000000000022 0.086510000000000017 0.090540000000000023 0.090545000000000028 0.090020000000000031 0.10393000000000002 -0.046804999999999992 -0.091729999999999992 -0.011764999999999999 -0.079189999999999997 0.05340000000000001 -0.073884999999999992 0.0099250000000000015 -0.092434999999999989 -0.079754999999999993 -0.0046399999999999992 0.088715000000000016 -0.074779999999999999 0.094100000000000031
decision_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 5 18 7 12 -9 11 -11 -8 -6 14 -5 17 -17 -16 -1 -20
right_child=-2 3 -4 13 6 -7 9 8 -10 10 -12 -13 -14 -15 15 16 -18 -19 19 -21
leaf_value=0.0034548493693006455 0.0033857056542000745 -0.0040065268917086208 0.0054484422544673564 0.0038685295426015682 -0.00097203473376507267 -0.0048863690722107406 0.005199159411239905 0.00064566082403130266 0.0066612732835124493 0.0010246637001560168 -0.0067349048560993571 -0.0016409806256102847 0.0031834733121341423 -0.0028638982933696516 -0.00025361071845807058 0.0028323585645589414 -0.00083330115731282709 -0.0053978099800118867 -0.00028377651111279414 0.0014988512142823003
leaf_weight=47 46 72 65 77 180 61 55 63 105 52 59 79 95 81 84 139 311 53 1836 168
leaf_count=47 46 72 65 77 180 61 55 63 105 52 59 79 95 81 84 139 311 53 1836 168
internal_value=0 6.32351e-05 0.000220141 -0.000485988 9.84768e-05 -0.000191325 0.000989291 0.00196026 0.00441029 -0.000763029 -0.00309242 0.00116043 0.000460528 -0.000144649 0.000185834 -0.000295852 0.000297161 -0.00224968 -5.12878e-05 -0.000133926
internal_weight=0 3682 2865 817 2800 2112 688 443 168 245 111 134 275 745 664 587 450 137 2051 2004
internal_count=3728 3682 2865 817 2800 2112 688 443 168 245 111 134 275 745 664 587 450 137 2051 2004
is_linear=0
shrinkage=0.0995203


Tree=2388
num_leaves=10
num_cat=0
split_feature=20 20 22 12 4 4 4 4 0
split_gain=0.0523477 0.0859402 0.105226 0.0462266 0.0442361 0.0621879 0.0747665 0.0726656 0.0419288
threshold=-0.41270499999999993 -0.14878999999999998 0.079900000000000013 1.0000000180025095e-35 0.13881500000000005 0.13424500000000003 0.12719000000000005 0.11860000000000002 -0.067839999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -3 -6
right_child=1 3 -4 -5 8 -7 -8 -9 -10
leaf_value=0.0032081476982905597 -0.0045792069724420181 -9.5071706685826514e-05 0.0011790435586467249 0.0022266922256870851 0.00021394557179365499 0.0032586013717242428 -0.0039849126090311451 0.0032919497285993221 -0.0036242194406013724
leaf_weight=47 90 3166 48 87 48 56 48 64 67
leaf_count=47 90 3166 48 87 48 56 48 64 67
internal_value=0 -0.000133869 -0.00257041 -3.85464e-05 -9.59238e-05 -2.94804e-05 -8.59024e-05 -2.7707e-05 -0.00201508
internal_weight=0 3674 138 3536 3449 3334 3278 3230 115
internal_count=3721 3674 138 3536 3449 3334 3278 3230 115
is_linear=0
shrinkage=0.0995203


Tree=2389
num_leaves=11
num_cat=0
split_feature=21 28 30 6 6 23 12 4 0 30
split_gain=0.0430085 0.0337149 0.030136 0.0522696 0.0520421 0.206271 0.0950663 0.0524595 0.0497675 0.0463565
threshold=0.16638500000000003 0.080375000000000016 0.090320000000000025 -0.48214499999999999 -0.25061999999999995 -1.0000000180025095e-35 -0.0088449999999999987 0.13364000000000004 -0.09466999999999999 0.10721500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -8 -4 -10
right_child=-2 -3 8 4 6 -7 7 -9 9 -11
leaf_value=0.0027756168855451228 -0.0027951618228278497 0.0020066610847208877 -0.0041304458959957558 0.0016276725307140763 0.0044925634815573745 -0.0068036096053401716 -1.1934061512839921e-05 -0.0031993601984167956 -0.00210775486703727 0.0017022794938946848
leaf_weight=65 57 78 47 64 46 52 3133 52 68 59
leaf_count=65 57 78 47 64 46 52 3133 52 68 59
internal_value=0 -3.98432e-05 -8.45856e-05 -1.91914e-05 -7.37123e-05 -0.00214481 3.91391e-07 -6.42307e-05 -0.00136221 -0.000331293
internal_weight=0 3664 3586 3412 3347 116 3231 3185 174 127
internal_count=3721 3664 3586 3412 3347 116 3231 3185 174 127
is_linear=0
shrinkage=0.0995203


Tree=2390
num_leaves=26
num_cat=0
split_feature=18 21 20 20 18 21 21 0 0 0 0 18 20 3 3 3 20 3 3 4 3 3 6 0 0
split_gain=0.043075 0.0926689 0.0690595 0.0822129 0.0895763 0.0611267 0.0991416 0.0957075 0.143157 0.119095 0.0870731 0.0728628 0.065318 0.0791814 0.046725 0.0975878 0.0428514 0.0642755 0.142283 0.11523 0.107952 0.0762922 0.054131 0.0283915 0.010264
threshold=0.0057900000000000009 0.14680000000000004 -0.224635 -0.094259999999999997 -0.046804999999999992 0.086690000000000017 0.090000000000000011 -0.071799999999999989 -0.064859999999999987 -0.077314999999999981 -0.14075499999999999 0.095920000000000019 -0.009049999999999999 0.084550000000000028 0.096385000000000012 0.10556500000000002 0.13407000000000005 0.10684000000000003 0.10214500000000003 0.096160000000000009 0.10960500000000002 0.094045000000000031 -0.070864999999999997 -0.081195000000000003 -0.036664999999999996
decision_type=2 2 2 2 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 23 7 -7 9 -9 12 -8 -10 -2 -14 -12 -16 17 18 21 -20 -19 -5 -22 -4 -13
right_child=1 -3 3 16 -6 6 10 8 11 -11 14 24 13 -15 15 -17 -18 20 19 -21 22 -23 -24 -25 -26
leaf_value=0.0032245892437237477 -0.0040191858431354666 -0.0048379328493572153 0.0016651740748346168 0.00048857434993869345 -0.0046229861473706269 0.0042633821742268365 0.0038000177254244472 0.0045492719289698018 -0.004131518097222329 -0.0052739020861539733 0.00099584358054723024 -0.00038268801879620521 -0.0033583655505160124 0.00032028481757120166 -0.0056891649341076541 -0.00014404756754478245 0.0025045569254458027 -0.0044377088402108604 0.00630597006349387 0.00012347621609342326 -0.0012776132738319295 -0.0013600007399287726 0.00076234551170728613 -0.0016322353232281995 0.0016976192721320114
leaf_weight=70 61 49 48 1358 75 63 46 69 48 78 77 47 74 266 48 92 78 70 71 52 261 264 254 56 46
leaf_count=70 61 49 48 1358 75 63 46 69 48 78 77 47 74 266 48 92 78 70 71 52 261 264 254 56 46
internal_value=0 -0.000609308 0.000139941 5.61585e-05 -0.00200112 -0.00040436 0.000716999 -0.000936119 0.000832726 -0.00171331 -0.000129403 -0.000980204 -0.00101869 -0.000477955 -0.000966141 -0.00205108 0.000209428 0.000132244 0.00043519 0.00369889 -0.000770019 0.000187192 -0.000269908 -0.000102483 0.000637479
internal_weight=0 1064 2657 2587 179 1015 326 689 210 479 263 141 401 340 217 140 2408 2330 1745 123 585 1622 515 104 93
internal_count=3721 1064 2657 2587 179 1015 326 689 210 479 263 141 401 340 217 140 2408 2330 1745 123 585 1622 515 104 93
is_linear=0
shrinkage=0.0995203


Tree=2391
num_leaves=24
num_cat=0
split_feature=17 0 17 8 17 17 0 26 26 6 19 2 4 26 26 26 18 5 18 3 3 6 8
split_gain=0.0389443 0.166591 0.101238 0.249786 0.12378 0.100126 0.120491 0.0935731 0.266824 0.119019 0.175941 0.114779 0.0907543 0.0658813 0.123798 0.111207 0.250637 0.206768 0.116321 0.103035 0.0821371 0.0709934 0.0414155
threshold=-0.089699999999999988 -0.14795 -0.084209999999999993 -0.070134999999999989 -0.079754999999999993 -0.092649999999999996 -0.098749999999999991 0.086255000000000012 0.084735000000000019 0.041585000000000011 0.0069650000000000016 -0.088554999999999995 0.10606500000000003 0.086095000000000019 0.085505000000000012 0.088475000000000012 -0.014825 -0.015214999999999999 -0.086894999999999986 0.084955000000000017 0.14721500000000004 -0.0093650000000000001 -0.26194999999999996
decision_type=2 2 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 6 -3 8 12 10 -9 -11 -8 14 20 16 -15 -18 -17 -20 21 -6 -22
right_child=2 5 4 -5 13 -7 7 9 -10 11 -12 -13 -14 15 -16 18 17 -19 19 -21 22 -23 -24
leaf_value=-0.0055379938418931426 -0.0019007935039128971 0.0047181088741769404 -0.0043740737033885731 0.0081934222599570755 0.0012762717933128133 -0.0046505810663194733 0.00020129232021378664 0.00067279666072152873 -0.0082256688541660419 0.0069848018449403968 -0.0058100607548719164 0.0012334779827474667 -0.0036330726191964725 -0.0071662009708884393 0.0051433694733609495 0.0050282853434276626 -0.0021652562964197927 0.0047599082517073479 0.0037241391720430031 -0.00038286552546410585 -0.0045016900125170308 -0.00044908976146184861 -0.00038330072590772048
leaf_weight=63 47 50 62 50 691 49 350 204 49 46 52 138 74 72 58 46 170 57 65 872 46 358 52
leaf_count=63 47 50 62 50 691 49 350 204 49 46 52 138 74 72 58 46 170 57 65 872 46 358 52
internal_value=0 -0.000571957 0.00013828 0.00329397 1.78711e-05 -0.000261997 -3.78437e-05 -0.000299198 -0.00127157 0.000744243 -0.000640837 0.00267576 -0.000465982 0.00012769 0.000656264 -0.000368498 -0.00204932 -0.000422731 0.000141925 -9.70874e-05 0.000428652 0.000686664 -0.00232478
internal_weight=0 1075 2646 97 2549 1012 963 913 473 440 256 184 424 2487 1205 1282 299 227 983 937 1147 1049 98
internal_count=3721 1075 2646 97 2549 1012 963 913 473 440 256 184 424 2487 1205 1282 299 227 983 937 1147 1049 98
is_linear=0
shrinkage=0.0995203


Tree=2392
num_leaves=9
num_cat=0
split_feature=12 11 12 4 0 4 2 0
split_gain=0.0810916 0.0511328 0.0349123 0.043389 0.072616 0.0703829 0.0386713 0.0722223
threshold=-0.086019999999999999 -0.38234499999999999 0.097490000000000021 0.13924500000000004 -0.044789999999999996 0.13300500000000004 -0.241895 0.11291000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 -8
right_child=1 2 -4 4 -6 -7 7 -9
leaf_value=-0.0037897893886358973 0.0031552387805890655 0.0025901267931097774 0.0025420542623534859 -0.0047698597876723254 0.00069571102217787413 0.0037092734562949431 -9.5445450649777232e-06 -0.0026023062248599466
leaf_weight=56 51 54 52 50 46 50 3279 110
leaf_count=56 51 54 52 50 46 50 3279 110
internal_value=0 2.5789e-05 -1.78209e-05 -5.51383e-05 -0.00214241 1.99308e-06 -5.16071e-05 -9.39419e-05
internal_weight=0 3692 3641 3589 96 3493 3443 3389
internal_count=3748 3692 3641 3589 96 3493 3443 3389
is_linear=0
shrinkage=0.0995203


Tree=2393
num_leaves=9
num_cat=0
split_feature=4 3 2 36 36 4 21 3
split_gain=0.0668705 0.0657169 0.0414517 0.046126 0.0787936 0.0414437 0.0746386 0.0315717
threshold=0.15340500000000004 0.17152000000000003 0.41639000000000009 0.089700000000000016 0.084475000000000022 0.12435500000000002 0.14970000000000003 0.13775000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9
leaf_value=-1.1152965196385784e-05 -0.0033236857272305425 0.0031377677454759141 -0.0028482150566885691 -0.0027267627515068422 0.0039012030885137274 0.003270149349247616 -0.0038857512186000198 0.00014127305934283094
leaf_weight=3280 60 66 51 60 52 66 50 63
leaf_count=3280 60 66 51 60 52 66 50 63
internal_value=0 2.5524e-05 -3.09612e-05 9.0448e-06 5.60306e-05 -1.5382e-06 -6.9576e-05 0.00174844
internal_weight=0 3688 3622 3571 3511 3459 3330 129
internal_count=3748 3688 3622 3571 3511 3459 3330 129
is_linear=0
shrinkage=0.0995203


Tree=2394
num_leaves=22
num_cat=0
split_feature=12 0 0 26 26 0 26 26 17 17 17 0 0 0 17 17 18 2 17 4 9
split_gain=0.0644228 0.0339904 0.0810747 0.0688899 0.129157 0.090887 0.0816978 0.130491 0.0600973 0.167143 0.103043 0.0592616 0.15899 0.114986 0.0651306 0.0562091 0.0496168 0.126023 0.204539 0.086923 0.0591834
threshold=-0.087529999999999983 -0.077174999999999994 -0.075709999999999986 0.11991000000000003 0.11575500000000001 -0.055729999999999995 0.10219500000000002 0.097315000000000026 0.11639500000000001 0.16128500000000004 0.07134500000000002 -0.080674999999999983 -0.081534999999999982 -0.079805000000000001 -0.062765000000000001 -0.47196999999999995 -0.015069999999999998 -0.070354999999999987 0.40827500000000011 0.077430000000000013 0.089935000000000029
decision_type=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 -5 7 -4 10 -10 11 12 15 -13 -15 -2 17 18 -11 20 -18
right_child=1 2 3 5 -6 -7 -8 -9 9 16 -12 13 -14 14 -16 -17 19 -19 -20 -21 -22
leaf_value=-0.0036100905012177082 -0.0025937848299659311 0.0034352142395436482 0.00017445341573005997 -0.004198930727032168 0.0043823381886875686 0.00087694832756764923 -0.002870559142569389 0.0055719790063665526 -0.0064213974991583879 -0.0083102498000263963 0.0037404150545105332 -0.0047643794990713103 0.0046137517178417176 0.0017449018529657368 -0.0026646982446418767 3.3524537754588119e-05 0.0031721779862371835 0.0021704660021514563 0.00023788728239601249 -0.0027845567711837914 -0.0004765617709835961
leaf_weight=49 85 84 799 75 79 65 79 47 54 52 72 76 74 86 54 1567 97 52 59 63 80
leaf_count=49 85 84 799 75 79 65 79 47 54 52 72 76 74 86 54 1567 97 52 59 63 80
internal_value=0 2.21689e-05 0.000450309 0.000230422 0.000519443 -0.00183643 0.000188646 0.000475284 -0.00019027 -0.00122066 4.313e-05 -9.35261e-05 0.000100509 -0.0016478 3.82084e-05 -0.000101162 -0.000521751 -0.00186255 -0.00375927 0.000385467 0.00151841
internal_weight=0 3699 1228 1144 1004 140 925 846 2471 457 2014 1942 1726 216 140 1652 403 163 111 240 177
internal_count=3748 3699 1228 1144 1004 140 925 846 2471 457 2014 1942 1726 216 140 1652 403 163 111 240 177
is_linear=0
shrinkage=0.0995203


Tree=2395
num_leaves=11
num_cat=0
split_feature=12 11 36 11 3 3 0 26 26 3
split_gain=0.0522399 0.0357264 0.034002 0.0580945 0.0345877 0.125904 0.0800973 0.0457595 0.076669 0.0668342
threshold=-0.087529999999999983 -0.38234499999999999 0.088530000000000025 -0.076244999999999993 0.089535000000000017 0.08920500000000002 -0.081534999999999982 0.11928500000000002 0.12508000000000005 0.090135000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 9 -9 -6
right_child=1 2 -4 4 7 -7 -8 8 -10 -11
leaf_value=-0.0032508137254408645 0.0026359154798132633 -0.0031542394826608753 0.0022570291580608234 -0.00061734935922262734 0.0029971348986756884 -0.0054033648111238347 0.0012702313268608541 -0.0040271723300811932 0 0.00027412784061051028
leaf_weight=49 51 59 64 1042 94 48 283 63 183 1812
leaf_count=49 51 59 64 1042 94 48 283 63 183 1812
internal_value=0 2.00067e-05 -1.634e-05 -5.71644e-05 -5.09451e-06 -0.000395604 -0.000213573 0.000243675 -0.00103278 0.000408851
internal_weight=0 3699 3648 3584 3525 1373 1325 2152 246 1906
internal_count=3748 3699 3648 3584 3525 1373 1325 2152 246 1906
is_linear=0
shrinkage=0.0995203


Tree=2396
num_leaves=26
num_cat=0
split_feature=8 8 17 8 18 0 17 18 0 9 18 1 18 21 18 18 26 18 20 20 17 0 0 9 0
split_gain=0.057372 0.0667585 0.0649382 0.0849027 0.103558 0.113925 0.280435 0.168265 0.163275 0.139017 0.0544647 0.137821 0.29698 0.0997117 0.144471 0.108093 0.0671046 0.0633792 0.0535452 0.0937795 0.0881382 0.0859257 0.0504337 0.0843354 0.0248083
threshold=-0.092299999999999993 -0.091284999999999991 0.070205000000000017 -0.094375000000000001 -0.064960000000000004 -0.12236 -0.0082649999999999998 0.09729500000000002 -0.142265 0.08597500000000001 0.088735000000000022 -0.079434999999999992 0.094870000000000024 0.10664500000000003 0.094870000000000024 0.10256000000000003 0.090275000000000022 0.086510000000000017 -0.094259999999999997 -0.085349999999999995 -0.012064999999999999 -0.086589999999999986 -0.10942499999999999 0.084835000000000022 -0.085054999999999992
decision_type=2 2 2 2 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 8 7 -7 -6 -8 17 12 -12 14 -13 -16 -14 18 20 -20 -3 -21 23 -4 -22
right_child=1 10 22 -5 5 6 9 -9 -10 -11 11 13 16 -15 15 -17 -18 -19 19 21 24 -23 -24 -25 -26
leaf_value=0.0050782859511489479 -0.00363046965878122 -0.0037869589349261521 -0.0018722853748826221 0.0048280698682149296 0.0010882947193996482 -0.0068242788401620983 0.0067504537765853169 0.0012896390205740552 -0.0064932377511845631 3.1928065900502181e-05 -0.0091714813970631276 0.0029909270263115701 -0.0023907944553421558 0.0032693464085175594 -0.0056032392557738052 -0.00075988458870817764 0.0025744101175441585 0.0037675443071170807 0.0035621008944912345 -0.00086854772864951801 0.0020681293642266286 0.00051993536720942196 -0.0025070095399246381 0.0038885912460392695 -0.0010315893209957613
leaf_weight=53 53 90 54 66 64 46 92 56 50 46 57 83 65 77 57 232 46 47 80 640 50 1422 83 47 52
leaf_count=53 53 90 54 66 64 46 92 56 50 46 57 83 65 77 57 232 46 47 80 640 50 1422 83 47 52
internal_value=0 -0.000128942 0.000896226 0.00151387 0.00097442 0.000357686 0.00159013 -0.00236155 -0.00222976 0.00451688 -6.67673e-05 -0.000900235 -0.00333187 7.7731e-06 -0.000665137 -0.00171798 -0.000325767 0.000148869 7.56489e-05 0.000218695 -0.00151595 8.85834e-05 -0.000687073 0.000800414 0.000479855
internal_weight=0 3051 657 473 407 354 240 102 114 138 2998 617 168 449 372 289 111 2381 2334 2142 192 2062 184 101 102
internal_count=3708 3051 657 473 407 354 240 102 114 138 2998 617 168 449 372 289 111 2381 2334 2142 192 2062 184 101 102
is_linear=0
shrinkage=0.0995203


Tree=2397
num_leaves=21
num_cat=0
split_feature=7 10 3 6 5 3 13 2 0 4 3 3 2 20 18 5 2 17 1 2
split_gain=0.0319966 0.0727078 0.0323379 0.0856069 0.129173 0.041751 0.038201 0.035722 0.216686 0.0759389 0.23056 0.0912439 0.150442 0.0975589 0.0368976 0.116259 0.110684 0.109774 0.0680323 0.061835
threshold=0.085015000000000021 0.077165000000000025 0.082130000000000022 0.041585000000000011 -0.012704999999999999 -0.0091599999999999997 0.084805000000000033 0.097745000000000012 -0.19631499999999999 0.095805000000000015 0.097595000000000029 0.10749000000000002 0.13398000000000002 0.020795000000000004 -0.12363 0.27287000000000011 -0.095204999999999998 -0.54752499999999993 -0.041095 0.0049750000000000011
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 5 6 -1 8 -4 10 -9 -11 -13 -14 16 19 -10 -17 -18 -16
right_child=1 -3 7 -5 -6 -7 -8 9 14 11 -12 12 13 -15 15 17 18 -19 -20 -21
leaf_value=0.0036075976385748533 -0.004380863916268388 0.0010603134029928353 -0.0059799661766333527 -0.0021807619167762676 0.0056518112065846934 -0.001896011619969779 -0.00036979833291451932 0.0079846456634154878 0.0051030593355584379 -0.0037056431020929181 -0.0013779652610511452 0.0055240888033972636 0.00088954385481603135 -0.0042541415859030903 0.00011130771775694298 -0.000627935493187043 0.0034769478752339354 -0.006821794326672217 -0.00078705322360366034 -0.0035716107251997781
leaf_weight=48 50 47 61 60 68 51 47 51 55 52 53 54 143 49 2433 70 47 48 175 46
leaf_count=48 50 47 61 60 68 51 47 51 55 52 53 54 143 49 2433 70 47 48 175 46
internal_value=0 -0.00173598 9.54093e-05 0.00113477 0.00206819 0.000393496 0.00163122 9.82212e-06 -0.000110436 0.000889865 0.00320545 7.89949e-05 0.000882328 -0.000418905 1.38584e-05 -0.000102312 0.00110596 -0.00315441 0.000111999 4.26377e-05
internal_weight=0 97 3611 274 214 146 95 3337 2935 402 104 298 246 192 2874 2597 277 118 222 2479
internal_count=3708 97 3611 274 214 146 95 3337 2935 402 104 298 246 192 2874 2597 277 118 222 2479
is_linear=0
shrinkage=0.0995203


Tree=2398
num_leaves=13
num_cat=0
split_feature=11 27 12 3 6 5 7 9 17 2 20 6
split_gain=0.0433529 0.0709267 0.0527849 0.0527308 0.115201 0.0467882 0.038505 0.0302068 0.0559744 0.0993359 0.035316 0.0406478
threshold=-0.11166 0.094335000000000016 -0.0063699999999999998 0.07728500000000002 -0.090454999999999994 -0.11065499999999999 0.085695000000000021 0.11222500000000002 -0.07107999999999999 -0.057419999999999999 -0.24350999999999998 0.12080000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2 7 10 -9 -10 -5 -12
right_child=2 -3 3 6 -6 -7 -8 8 9 -11 11 -13
leaf_value=0.0041247305014341139 -0.00010818210226737609 -0.00076953263446685575 -0.00094899918323781182 -0.0025017445800538654 0.0059403457163516721 -0.0045671563432249616 -0.0021790048816281438 0.003983214711690438 -0.0023096922301234957 0.0026968480797772846 -5.3809744686588828e-05 0.0025206615271019268
leaf_weight=65 47 53 50 57 46 47 80 53 77 80 2991 62
leaf_count=65 47 53 50 57 46 47 80 53 77 80 2991 62
internal_value=0 0.00191952 -1.89816e-05 4.3363e-05 0.00234362 -0.00234638 -2.13446e-05 3.04006e-05 0.00118577 0.000236197 -4.73516e-05 -1.25948e-06
internal_weight=0 118 3590 3496 96 94 3400 3320 210 157 3110 3053
internal_count=3708 118 3590 3496 96 94 3400 3320 210 157 3110 3053
is_linear=0
shrinkage=0.0995203


Tree=2399
num_leaves=22
num_cat=0
split_feature=8 3 26 3 26 8 8 17 5 18 8 3 26 26 21 9 3 3 0 17 0
split_gain=0.0430284 0.0559412 0.102159 0.100219 0.0976271 0.0834975 0.0743222 0.0671009 0.0623663 0.0959027 0.0541985 0.0515636 0.0912247 0.237639 0.0934019 0.106929 0.0789271 0.0606298 0.0627982 0.151052 0.144841
threshold=-0.092299999999999993 0.094185000000000033 0.085355000000000028 0.10486500000000003 0.087575000000000028 -0.10337499999999999 -0.26194999999999996 0.070205000000000017 -0.40939500000000001 0.098305000000000017 -0.091284999999999991 0.091065000000000021 0.11215000000000001 0.093175000000000022 -0.09071499999999999 0.09091500000000001 0.091715000000000033 0.092510000000000023 -0.076154999999999987 -0.053765 -0.074504999999999988
decision_type=2 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 -4 -1 8 -6 -5 -10 -2 12 13 14 -12 -16 -13 -18 19 -19 -20
right_child=10 3 4 6 7 -7 -8 -9 9 -11 11 16 -14 -15 15 -17 17 18 20 -21 -22
leaf_value=0.001952809668687447 -0.0032739457890624225 -0.0035782421098599169 0.0072405552354928935 0.0025578666869268216 0.0036792547228844037 -0.0027003860686451507 0.0030743711481008326 -0.0011019824898596939 -0.0037902901835310007 0.0018198697662928957 -0.0046665110846470497 0.0033540275876288604 0.0035494344813957884 -0.0064372574214926464 4.8702889015240976e-05 -0.0037116158959133836 -0.0025740380847318525 0.0037788360469282831 -0.0055880702940897713 0.00019089293346266718 5.5171743550466272e-05
leaf_weight=84 53 67 47 49 78 70 89 46 78 49 48 81 53 67 1169 80 76 152 48 496 728
leaf_count=84 53 67 47 49 78 70 89 46 78 49 48 81 53 67 1169 80 76 152 48 496 728
internal_value=0 0.000768901 0.00169725 -0.000137408 0.00337191 -0.000156964 0.00072945 0.00189897 -0.000451683 -0.00161929 -0.000118916 -6.28668e-05 -0.000499058 -0.000656968 -0.00035774 -0.000191495 0.000327559 0.000163584 0.000310268 0.00103377 -0.00029284
internal_weight=0 657 325 332 171 154 265 124 176 127 3051 2998 1417 1364 1297 1249 1581 1500 1424 648 776
internal_count=3708 657 325 332 171 154 265 124 176 127 3051 2998 1417 1364 1297 1249 1581 1500 1424 648 776
is_linear=0
shrinkage=0.0995203


Tree=2400
num_leaves=16
num_cat=0
split_feature=18 5 5 2 2 8 26 2 3 9 36 3 8 3 18
split_gain=0.0942382 0.07698 0.0643723 0.0847706 0.0808092 0.0633239 0.0530245 0.151725 0.0553844 0.120207 0.0522695 0.0499388 0.0669665 0.052652 0.0452571
threshold=-0.43123499999999998 0.40249000000000007 0.51659500000000014 -0.081134999999999999 -0.24151999999999998 -0.07034 0.12086000000000002 -0.073369999999999991 0.10377500000000002 0.11296000000000002 0.091370000000000021 0.0040650000000000009 -0.01187 0.082130000000000022 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 -3 -4 -1 10 -8 -9 -10 11 12 -2 -13 -15
right_child=1 2 4 -5 -6 -7 7 8 9 -11 -12 13 -14 14 -16
leaf_value=0.0005687289166289507 -0.00013592142184702549 -0.00061719007231253616 -0.0029035002715509959 -0.0059042024213860188 0.0022611890359039684 0.0057845224506704977 0.0064993113503586395 -0.001813357449292542 0.0054138772600730023 -0.0012851093899929093 0.0030075730024165274 0.0026213068444839865 -0.0046177670317772805 -0.0027674447063175175 4.0732610445608635e-05
leaf_weight=46 86 59 55 62 66 47 49 75 48 59 57 77 54 58 2836
leaf_count=46 86 59 55 62 66 47 49 75 48 59 57 77 54 58 2836
internal_value=0 5.0409e-06 -0.0017097 -0.003333 -7.96317e-05 0.00321347 0.000127367 0.00158308 0.000254976 0.00171239 2.0963e-05 -3.34948e-05 -0.00187048 5.27925e-05 -1.52646e-05
internal_weight=0 3641 242 121 121 93 3399 231 182 107 3168 3111 140 2971 2894
internal_count=3734 3641 242 121 121 93 3399 231 182 107 3168 3111 140 2971 2894
is_linear=0
shrinkage=0.0995203


Tree=2401
num_leaves=14
num_cat=0
split_feature=18 5 21 5 6 8 11 21 12 6 18 18 8
split_gain=0.076463 0.062444 0.0535691 0.147185 0.0958615 0.0512994 0.0448031 0.0383648 0.0396443 0.116595 0.0401324 0.13347 0.0967092
threshold=-0.43123499999999998 0.40249000000000007 0.093835000000000016 0.5252300000000002 -0.049814999999999991 -0.07034 0.092640000000000014 0.15442000000000003 -0.0088449999999999987 -0.25061999999999995 0.089505000000000015 0.086800000000000016 -0.055085000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 3 -3 -4 -1 7 8 9 -2 11 -10 -12
right_child=1 2 4 -5 -6 -7 -8 -9 10 -11 12 -13 -14
leaf_value=0.00051212906258012462 -0.0015895877006569627 -0.0073618198864748236 0.0030739209304884801 -0.00041038508658097311 -0.002802454800869551 0.005208845757263293 -0.0028720017592706753 0.0025348282298287401 -5.7982596849451235e-06 0.0049692322643379201 -0.00010687593247237771 -0.0039756474736690004 0.0023158908769132075
leaf_weight=46 49 47 54 85 56 47 49 66 2351 59 495 87 243
leaf_count=46 49 47 54 85 56 47 49 66 2351 59 495 87 243
internal_value=0 4.4721e-06 -0.00153989 -0.00289172 7.48695e-05 0.00289454 0.000114667 0.000158597 0.000110592 0.00198589 4.65645e-05 -0.000147798 0.000689755
internal_weight=0 3641 242 132 110 93 3399 3350 3284 108 3176 2438 738
internal_count=3734 3641 242 132 110 93 3399 3350 3284 108 3176 2438 738
is_linear=0
shrinkage=0.0995203


Tree=2402
num_leaves=23
num_cat=0
split_feature=2 2 2 2 2 9 8 3 2 3 4 3 10 6 6 6 19 6 6 6 6 3
split_gain=0.0520647 0.180907 0.084987 0.0405058 0.0453521 0.129397 0.313053 0.0607865 0.217741 0.120247 0.0352449 0.115736 0.156154 0.0714062 0.147662 0.0886011 0.0975687 0.0763803 0.0575165 0.0779728 0.0712686 0.0386947
threshold=-0.086414999999999992 -0.086050000000000001 -0.085599999999999996 -0.084869999999999987 -0.083254999999999982 0.087980000000000017 -0.083294999999999994 0.084895000000000012 -0.081445000000000004 0.087745000000000031 0.085590000000000013 0.10377500000000002 0.086165000000000019 0.085955000000000018 0.089165000000000022 0.041585000000000011 0.087520000000000028 0.093835000000000016 -0.070010000000000003 -0.0087049999999999992 -0.12640499999999996 0.092200000000000018
decision_type=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 6 -5 8 -6 -9 13 -12 -13 15 -15 16 18 -16 20 -20 -1 -19
right_child=1 2 3 4 7 -7 -8 9 -10 -11 11 12 -14 14 17 -17 -18 21 19 -21 -22 -23
leaf_value=2.9487392669645874e-05 0.0061509804081447102 -0.0035038938086806599 0.0025650413952199029 0.00039233490240930059 0.0072367622638835165 0.0033426750360562919 -0.0089194092262563501 -0.0019487477564632451 0.0003296603668402928 0.00039289962759021341 -0.0045686331424392417 0.0042121704047188594 -0.0026251357992874876 -0.0050630001894910719 0.0033315694812733011 0.0035502765838241672 -0.0042097344582321733 -0.0030283477615169925 -0.0020794973716289095 0.0020290903686072518 0.0053000983139649752 0.00075174193985948863
leaf_weight=56 51 61 73 114 56 48 52 245 236 1911 85 55 83 81 51 79 50 60 117 75 47 48
leaf_count=56 51 61 73 114 56 48 52 245 236 1911 85 55 83 81 51 79 50 60 117 75 47 48
internal_value=0 0.000276599 0.000169156 0.000251377 0.000187622 -0.00120092 -0.00251967 0.00030934 0.00165711 0.000126424 -0.000596507 -0.0016796 9.3946e-05 -0.000231525 -0.00160413 0.000543492 -0.000142646 0.000152785 0.000543916 -0.000470317 0.00244247 -0.00134073
internal_weight=0 2847 2796 2735 2662 214 166 2448 292 2156 887 223 138 664 240 424 345 159 295 192 103 108
internal_count=3734 2847 2796 2735 2662 214 166 2448 292 2156 887 223 138 664 240 424 345 159 295 192 103 108
is_linear=0
shrinkage=0.0995203


Tree=2403
num_leaves=23
num_cat=0
split_feature=18 5 5 10 2 2 2 4 4 17 5 5 5 26 5 8 0 2 26 5 8 2
split_gain=0.060536 0.0506226 0.0486891 0.0752644 0.073894 0.0435422 0.0721599 0.0652661 0.110875 0.0569553 0.0538677 0.0927309 0.089681 0.0466295 0.108683 0.228019 0.0690836 0.221863 0.1006 0.0535483 0.0416081 0.0298801
threshold=-0.43123499999999998 0.40249000000000007 0.51659500000000014 0.086165000000000019 -0.081134999999999999 -0.087245000000000003 -0.087804999999999994 0.085590000000000013 0.10210500000000002 -0.53166999999999998 0.0016150000000000003 0.15100500000000003 -0.0071849999999999995 0.11538500000000003 -0.081415000000000001 -0.055085000000000002 -0.072694999999999996 -0.073194999999999996 0.10725000000000003 -0.071539999999999992 -0.07034 -0.154305
decision_type=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 5 4 -4 -3 6 7 10 -9 -7 12 -12 -2 16 15 -15 18 -18 -11 -16 -1 -10
right_child=1 2 3 -5 -6 9 -8 8 21 13 11 -13 -14 14 19 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0004220602659033539 0.00033615420551605613 -0.00026845670630714123 0.0019971588038475785 -0.0030952889515943986 -0.0052040941970332459 0.003504374555113491 -0.0040792979180153607 -0.0060729539788993278 -0.0019294133394130648 0.00019239275793360807 -0.0037897869646361299 0.0007379573804178291 0.00514963401309895 -0.00062470721164922403 -0.0027747601906017486 0.0087271593234033076 -0.0073969475317009542 -0.00027111516377493615 0.0049041073354933523 0.00091067990585449749 0.0046537692826414418 0.0016182263035877786
leaf_weight=46 233 59 74 47 62 53 55 48 48 1884 74 113 46 52 50 51 49 373 46 178 47 46
leaf_count=46 233 59 74 47 62 53 55 48 48 1884 74 113 46 52 50 51 49 373 46 178 47 46
internal_value=0 -1.61791e-06 -0.00139256 1.23346e-05 -0.00280423 9.7173e-05 -0.000626043 -0.000312313 -0.00218081 0.000272725 0.000255302 -0.00104939 0.00113271 0.000208582 0.00131464 0.00399788 5.25773e-05 -0.00110046 0.000305117 9.88785e-05 0.00256947 -0.000184626
internal_weight=0 3641 242 121 121 3399 663 608 142 2736 466 187 279 2683 331 103 2352 422 1930 228 93 94
internal_count=3734 3641 242 121 121 3399 663 608 142 2736 466 187 279 2683 331 103 2352 422 1930 228 93 94
is_linear=0
shrinkage=0.0995203


Tree=2404
num_leaves=13
num_cat=0
split_feature=1 36 0 18 18 18 18 21 2 2 2 3
split_gain=0.0780492 0.0459657 0.03881 0.051088 0.107213 0.0803738 0.0964799 0.0732872 0.0850591 0.175482 0.172494 0.0196305
threshold=-0.55579999999999996 0.088355000000000031 0.12512500000000001 -0.082654999999999992 -0.07989499999999998 -0.074709999999999985 -0.057764999999999997 -0.085914999999999991 -0.076615000000000003 -0.071344999999999992 -0.082644999999999982 0.10611500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 -6 -7 -2 10 -10 -9 -4
right_child=1 -3 11 4 5 6 -8 8 9 -11 -12 -13
leaf_value=0.0039554648294186142 0.0042532627284297903 0.0021372026078231008 -0.0007283820956321686 -0.0043705625449827123 0.0036204278223673529 -0.0030360760942556384 -0.00015270029500680937 -3.9760842213302465e-06 -0.0062103854481954709 0.0001290776905755476 0.0038042433708713949 -0.0036022899711419488
leaf_weight=48 50 90 50 63 53 121 2317 453 54 216 159 46
leaf_count=48 50 90 50 63 53 121 2317 453 54 216 159 46
internal_value=0 -8.35983e-05 -0.000139626 -8.50195e-05 -0.000315369 -0.000212481 -0.000296141 0.00054534 0.000334212 -0.00113578 0.000984077 -0.00211399
internal_weight=0 3672 3582 3486 2554 2491 2438 932 882 270 612 96
internal_count=3720 3672 3582 3486 2554 2491 2438 932 882 270 612 96
is_linear=0
shrinkage=0.0995203


Tree=2405
num_leaves=11
num_cat=0
split_feature=1 36 29 27 17 29 1 8 8 8
split_gain=0.0632885 0.0372748 0.049759 0.086989 0.0762523 0.0520089 0.0388743 0.037691 0.108531 0.0827169
threshold=-0.55579999999999996 0.088355000000000031 -0.080349999999999991 0.093785000000000021 -0.081244999999999998 -0.073279999999999998 0.51390500000000017 -0.084044999999999995 -0.084855 -0.083574999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 7 8 -7 -9
right_child=1 -3 5 -5 -6 6 -8 9 -10 -11
leaf_value=0.0035618162942314909 -0.00066031120534937174 0.0019245076241914698 0.003281015005511295 0.0015206185860394176 -0.0057409719242660284 -0.00021162055207426302 -0.0027621348751910532 0.0040547621038692829 -0.0037170570245679286 0.00010785616642313435
leaf_weight=48 57 90 46 54 61 1115 53 54 95 2047
leaf_count=48 57 90 46 54 61 1115 53 54 95 2047
internal_value=0 -7.53008e-05 -0.000125776 -0.00177746 -0.00329369 -4.22248e-05 -8.79108e-05 -4.48565e-05 -0.000487517 0.000209689
internal_weight=0 3672 3582 172 118 3410 3364 3311 1210 2101
internal_count=3720 3672 3582 172 118 3410 3364 3311 1210 2101
is_linear=0
shrinkage=0.0995203


Tree=2406
num_leaves=10
num_cat=0
split_feature=1 10 2 2 1 17 2 2 0
split_gain=0.0513181 0.0317283 0.0661939 0.0526421 0.0520018 0.0418363 0.0378431 0.108408 0.0428223
threshold=-0.55579999999999996 0.09056500000000002 -0.19220999999999999 -0.154305 -0.49367499999999997 -0.54892999999999992 -0.087245000000000003 -0.089054999999999995 0.099665000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -5 7 -7 -8
right_child=1 -3 3 5 -6 6 8 -9 -10
leaf_value=0.0032073436876851559 -0.0002567856991407493 0.0018672858635935146 0.002764903429724522 0.0020991325796050264 -0.0048649456363608181 -8.2203958429431995e-05 4.7413301732794588e-05 -0.0034196411560082091 -0.0027081347889514168
leaf_weight=48 47 82 65 84 51 375 2781 130 57
leaf_count=48 47 82 65 84 51 375 2781 130 57
internal_value=0 -6.77846e-05 -0.000112212 -4.03845e-05 -0.00266326 -9.38314e-05 -0.000149179 -0.000942967 -7.64228e-06
internal_weight=0 3672 3590 3492 98 3427 3343 505 2838
internal_count=3720 3672 3590 3492 98 3427 3343 505 2838
is_linear=0
shrinkage=0.0995203


Tree=2407
num_leaves=21
num_cat=0
split_feature=19 6 19 1 2 2 18 26 26 35 36 17 2 2 2 17 8 26 26 21
split_gain=0.0431748 0.124304 0.139928 0.119496 0.0861213 0.175545 0.0934531 0.0827651 0.0589798 0.0517142 0.0509657 0.0582775 0.0989025 0.0584234 0.158041 0.125138 0.0968559 0.110857 0.105669 0.0941732
threshold=0.077805000000000027 0.041585000000000011 0.090990000000000029 -0.15143499999999999 -0.083204999999999987 -0.085944999999999994 0.10554500000000001 0.087495000000000031 0.089545000000000027 -0.082275000000000001 0.084475000000000022 0.41435500000000008 -0.070354999999999987 -0.083204999999999987 -0.082294999999999993 -0.0071449999999999994 0.10528000000000003 0.088325000000000028 -0.088764999999999997 -0.08861999999999999
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 -5 7 -6 -8 -1 11 13 -13 16 15 -15 17 -11 -18 -16
right_child=1 -3 3 4 6 -7 8 -9 -10 10 -12 12 -14 14 19 -17 18 -19 -20 -21
leaf_value=-0.0033023027738043643 0.0048124406936562534 0.0047564244873957318 -0.0051165890216272603 -0.0017119985677278426 -0.0055788811807225142 0.0065047328028036352 0.0028262486587268027 0 -0.0015188485212506307 -0.00031943165396509606 0.0025477634221610945 -0.00011952613859609374 -0.0058180966712445678 0.0060501215909253793 0.0041386908973397255 -0.00020615559688291578 -0.0014065585701354137 -0.0026972231449795656 0.0047602992731424192 -0.00012152533063649171
leaf_weight=51 57 69 48 49 58 54 72 48 54 702 70 82 48 80 53 52 48 269 64 1692
leaf_count=51 57 69 48 49 58 54 72 48 54 702 70 82 48 80 53 52 48 269 64 1692
internal_value=0 0.00082854 0.000210715 -0.000472 0.000191051 0.00258786 -0.00086952 -0.00304906 0.000957567 -0.000157966 -0.00010696 -0.000167364 -0.00222991 -7.65029e-05 0.000259031 0.00357933 -0.000658789 -0.000979004 0.00211005 7.39904e-06
internal_weight=0 509 440 383 335 103 232 106 126 3211 3160 3090 130 2960 1877 132 1083 971 112 1745
internal_count=3720 509 440 383 335 103 232 106 126 3211 3160 3090 130 2960 1877 132 1083 971 112 1745
is_linear=0
shrinkage=0.0995203


Tree=2408
num_leaves=39
num_cat=0
split_feature=1 3 1 0 9 8 21 8 0 0 2 3 9 3 3 6 8 9 8 3 1 1 5 26 9 26 18 6 6 6 1 5 5 1 5 3 1 1
split_gain=0.0551228 0.07597 0.138919 0.102658 0.111184 0.0966405 0.0828573 0.116078 0.0759171 0.0964761 0.0740981 0.182686 0.156775 0.1388 0.136968 0.0874064 0.104362 0.0713745 0.0691398 0.122269 0.13427 0.0827794 0.0724552 0.100291 0.299745 0.195322 0.18179 0.160391 0.392317 0.170099 0.102713 0.0953491 0.120773 0.12865 0.0643383 0.0608735 0.0494962 0.0821791
threshold=-0.0032650000000000001 0.091475000000000015 -0.00080499999999999994 -0.071799999999999989 0.11222500000000002 -1.0000000180025095e-35 0.11639500000000003 -0.076554999999999998 -0.090394999999999989 -0.085054999999999992 -0.07360499999999999 0.10341500000000002 0.09091500000000001 0.11225500000000002 0.096385000000000012 -0.055679999999999993 -0.409445 0.086555000000000021 -0.092844999999999997 0.10486500000000003 -0.079434999999999992 -0.15796999999999997 0.054660000000000007 0.088475000000000012 0.086070000000000021 0.087960000000000024 -0.077844999999999998 0.087575000000000028 0.089090000000000016 0.08481000000000001 -0.075284999999999991 0.065520000000000023 0.11286000000000003 -0.029404999999999997 -0.0078499999999999976 0.090905000000000027 -0.083899999999999988 -0.14482999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 -2 10 6 8 7 -5 17 -10 11 12 -3 -13 -12 16 -16 -4 19 20 36 -21 23 25 -25 27 34 29 -29 -20 -28 -24 -33 35 -26 -34 37 -1
right_child=1 3 5 4 -6 -7 -8 -9 9 -11 14 13 -14 -15 15 -17 -18 -19 22 21 -22 -23 31 24 26 -27 30 28 -30 -31 -32 32 33 -35 -36 -37 -38 -39
leaf_value=0.00087933093706671925 -0.0066884732403785516 0.0094771623757213871 -0.0012668458881511004 -0.00098381110315267934 0.0022430689000064556 0.0020090865214606635 -0.00014887924357960739 -0.0070626364285151615 0.0032302262779736672 -0.0028903089962162478 -0.0046322526090499354 -0.0041814088696643338 0.0019569511491059977 0.0027919580780483466 -0.0025163916491636445 -0.0021202115003052364 0.0024719678226147006 -0.005753844170519223 0.00079050041649565922 -0.0011330821698712649 -0.0056956509985607064 0.0046256633214853664 -0.0033617293923937511 0.0082934244497367676 0.0075571648408804112 -0.0052369591678639591 -0.00071791618094474289 0.010559391901336989 -0.00033521771311770222 -0.0033059309150951545 0.0022186636713082877 0.0035002738940877486 -0.0016051010083071664 -0.0049827154728652257 0.0023906054631731397 0.00093307155194138067 0.0021304800183082687 -0.0046330798917941316
leaf_weight=56 47 46 75 58 58 84 79 68 51 51 56 56 69 57 51 85 221 67 510 46 75 53 87 65 51 60 308 52 88 125 191 91 137 55 46 295 47 51
leaf_count=56 47 46 75 58 58 84 79 68 51 51 56 56 69 57 51 85 221 67 510 46 75 53 87 65 51 60 308 52 88 125 191 91 137 55 46 295 47 51
internal_value=0 -0.000434647 -0.0016256 5.8481e-05 -0.00159621 -0.000897628 -0.00268644 -0.00427095 -0.00190166 0.000161933 0.000738671 0.00217886 0.00497216 -0.000656626 -5.44168e-05 0.000661382 0.00153364 -0.00338972 0.000369105 -0.000976308 -0.00224134 0.00194161 0.000573693 0.000958026 0.00187404 0.000231914 0.00117257 0.000656367 0.00370551 -1.45947e-05 0.000404465 -0.000289681 0.000171305 -0.00044906 0.00511549 0.000126247 -0.000553732 -0.00174043
internal_weight=0 1279 375 904 263 328 205 126 244 102 641 228 115 113 413 357 272 142 2489 328 229 99 2161 1496 661 835 596 775 140 635 499 665 578 487 97 432 154 107
internal_count=3768 1279 375 904 263 328 205 126 244 102 641 228 115 113 413 357 272 142 2489 328 229 99 2161 1496 661 835 596 775 140 635 499 665 578 487 97 432 154 107
is_linear=0
shrinkage=0.0995203


Tree=2409
num_leaves=37
num_cat=0
split_feature=1 3 20 20 8 3 3 3 9 0 9 3 8 9 9 1 26 5 3 6 0 5 9 26 9 3 3 0 6 26 5 26 5 8 0 20
split_gain=0.0447221 0.0616035 0.123682 0.182615 0.128633 0.0837258 0.179472 0.180839 0.174246 0.0682211 0.0960048 0.0759431 0.0560485 0.100155 0.305525 0.114157 0.074575 0.0610039 0.119712 0.128643 0.0861881 0.0803877 0.118827 0.0643485 0.116575 0.21095 0.115127 0.146864 0.0794025 0.0656395 0.0636084 0.160338 0.136772 0.0516052 0.0486558 0.0435997
threshold=-0.0032650000000000001 0.091475000000000015 -0.049389999999999996 -0.081945000000000004 -1.0000000180025095e-35 0.094970000000000013 0.097880000000000023 0.10393500000000001 0.095285000000000022 -0.09937 0.093825000000000033 0.11663500000000003 -0.092844999999999997 0.085765000000000022 0.08895500000000002 -0.15796999999999997 0.082605000000000026 -0.020485 0.084895000000000012 0.10009000000000003 -0.086414999999999992 -0.093384999999999982 0.083955000000000016 0.090625000000000025 0.092605000000000021 0.089005000000000015 0.096385000000000012 -0.072529999999999997 0.091795000000000015 0.089795000000000028 0.066815000000000027 0.085855000000000029 0.06136500000000001 -0.078704999999999997 -0.094389999999999988 -0.07650499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 -2 34 35 -7 8 -8 10 -9 -11 13 15 -15 -1 -17 18 20 21 -14 -20 -23 29 25 -25 -26 -28 -27 30 32 -32 -19 -21 -4 -3
right_child=1 5 4 -5 -6 6 7 9 -10 11 -12 -13 17 14 -16 16 -18 23 19 33 -22 22 -24 24 26 28 27 -29 -30 -31 31 -33 -34 -35 -36 -37
leaf_value=-0.0032600729012461664 -0.00016346683898045951 0.00074395749407531458 -0.0031320342883614915 -0.0068363718955275913 0.0040223957829823203 -0.0061938908360366658 0.0082414615681639762 -0.00020527106747841338 0.00016598499990415623 -0.0040255167003386541 0.004734960244208988 -0.00063266534967291066 0.0076170844921401 -0.009333533140296257 0.00063327744051182896 0.0044547164843782554 -0.00011800318474978812 0.00055613152484576534 -0.003247735847519243 0.0017781493663116921 0.0015306785478911829 0.0052240221960436232 -3.8571840648387544e-05 0.0015099541818570802 0.0047897646296582285 -0.0086825696242166014 -0.0047382554209145049 0.0017012328298644044 -0.002950177203246503 0.004016887802541955 0.00018841331351569993 -0.005479669088032023 0.0061233345749398581 0.0061221561170442997 0.00042324891673782062 0.0048251396525684741
leaf_weight=56 81 55 79 82 60 48 49 253 58 88 46 257 47 48 83 67 74 634 63 58 46 48 368 62 49 50 57 91 47 51 333 58 47 52 73 50
leaf_count=56 81 55 79 82 60 48 49 253 58 88 46 257 47 48 83 67 74 634 63 58 46 48 368 62 49 50 57 91 47 51 333 58 47 52 73 50
internal_value=0 -0.000391582 -0.00146404 -0.00352541 0.00011703 5.23906e-05 -0.000293885 8.21234e-05 0.00387175 -0.000546249 0.000552027 -0.00150046 0.000332372 -0.000878897 -0.00301244 0.000535698 0.00204904 0.000516599 0.00129544 0.000769841 0.00461541 6.32862e-05 0.000566683 0.000156906 -0.00100821 -0.00301365 0.000606244 -0.00077331 -0.00591346 0.000526985 0.00036019 -0.000650283 0.000941561 0.00383912 -0.00141918 0.00269518
internal_weight=0 1279 375 163 212 904 799 751 107 644 299 345 2489 328 131 197 141 2161 682 589 93 479 416 1479 356 159 197 148 97 1123 1072 391 681 110 152 105
internal_count=3768 1279 375 163 212 904 799 751 107 644 299 345 2489 328 131 197 141 2161 682 589 93 479 416 1479 356 159 197 148 97 1123 1072 391 681 110 152 105
is_linear=0
shrinkage=0.0995203


Tree=2410
num_leaves=11
num_cat=0
split_feature=24 10 10 10 18 18 8 8 8 3
split_gain=0.0393116 0.0317519 0.0363767 0.0422083 0.0292602 0.104812 0.0727766 0.0482015 0.0926549 0.0860611
threshold=-0.071649999999999991 0.091080000000000022 0.087605000000000016 0.084475000000000022 -0.098315 -0.10387 -0.086844999999999992 -0.084554999999999991 -0.083849999999999994 0.084795000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 9 -9 -6
right_child=1 -3 -4 -5 7 -7 -8 8 -10 -11
leaf_value=-0.0027816138485472208 0.0036553791979628322 -0.0019998923566844299 0.0026720111683433004 -0.0026718792699070813 -0.0017058501144706761 -0.0050359650161359839 -0.00054286280566408999 0.0038576146917138473 0.0004345248171825973 0.00025169604427461228
leaf_weight=47 46 69 56 53 293 47 368 82 1785 922
leaf_count=47 46 69 56 53 293 47 368 82 1785 922
internal_value=0 0.000114242 0.000154411 0.000114977 0.000156897 -0.000582031 -7.44137e-05 0.00026769 0.000585308 -0.000219697
internal_weight=0 3721 3652 3596 3543 461 414 3082 1867 1215
internal_count=3768 3721 3652 3596 3543 461 414 3082 1867 1215
is_linear=0
shrinkage=0.0995203


Tree=2411
num_leaves=28
num_cat=0
split_feature=1 6 6 6 6 3 3 9 1 6 3 6 26 1 3 17 5 9 6 21 1 21 0 21 3 3 0
split_gain=0.0368596 0.0789796 0.132218 0.0781155 0.119534 0.0658158 0.0759576 0.0530661 0.0425061 0.0502932 0.0967367 0.218471 0.0951889 0.111702 0.0842551 0.0781159 0.118906 0.125404 0.224741 0.0964664 0.175081 0.11565 0.0812282 0.0681919 0.070228 0.0531285 0.0221835
threshold=-0.018369999999999997 -0.074054999999999996 -0.087284999999999988 -0.034094999999999993 -0.011749999999999998 0.080495000000000025 0.083815000000000014 0.085465000000000027 -0.01538 -0.07150999999999999 0.11462500000000002 -0.059114999999999994 0.086255000000000012 -0.0088199999999999997 0.091545000000000029 -0.065004999999999993 -0.090689999999999993 0.08895500000000002 -0.088954999999999992 0.084670000000000009 0.49737500000000007 0.089005000000000015 -0.106285 0.11639500000000003 0.13085500000000003 0.14823500000000003 -0.07298499999999998
decision_type=2 2 2 2 2 2 2 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 26 -5 -6 -7 -8 -2 15 11 -11 13 -13 -14 16 -10 18 -18 20 -17 -21 -23 -12 -25 -22 -3
right_child=8 3 -4 4 5 6 7 -9 9 10 23 12 14 -15 -16 19 17 -19 -20 21 25 22 -24 24 -26 -27 -28
leaf_value=0.0001418741245139595 -0.0031544050851868375 -0.0010313676893487062 0.0063326694076512964 0.0052896420018390183 -0.0024973938321565087 0.0031369544208978148 -0.0006735906248842863 0.00057478082864847188 -0.0061266370170995031 0.0076158805605427132 -0.0033683177697624461 0.0043312856261851626 -0.0046513727745539496 -1.270058714051306e-05 0.00040841702932727282 -0.0063485289350109783 0.00086045141986669071 0.0028059097270340676 -0.0066401177477345488 0.0041867909976299024 0.00050189099836647484 0.0016930777001144721 -0.0010307960094694455 0.0030496364220375266 -0.0023355446821924468 -0.003262776204784512 -0.0041022669695920276
leaf_weight=86 49 47 57 47 85 91 494 1061 56 49 88 98 53 145 84 60 89 62 71 80 176 183 266 50 46 47 48
leaf_count=86 49 47 57 47 85 91 494 1061 56 49 88 98 53 145 84 60 89 62 71 80 176 183 266 50 46 47 48
internal_value=0 0.00036045 0.00261526 0.000187862 0.000336832 0.00020188 0.000341769 0.000177666 -0.000263518 -0.000179858 0.000540625 0.00136034 0.000551553 0.00173583 -0.00154305 -0.000585798 -0.00202581 -0.000987678 -0.00246281 -9.17811e-05 -0.00157572 0.000700539 7.75565e-05 -0.00136612 0.00046071 -0.000287889 -0.0025916
internal_weight=0 2016 143 1873 1778 1731 1646 1555 1752 1703 613 429 380 243 137 1090 278 222 160 812 283 529 449 184 96 223 95
internal_count=3768 2016 143 1873 1778 1731 1646 1555 1752 1703 613 429 380 243 137 1090 278 222 160 812 283 529 449 184 96 223 95
is_linear=0
shrinkage=0.0995203


Tree=2412
num_leaves=19
num_cat=0
split_feature=19 18 9 9 21 6 9 26 9 6 6 6 9 2 9 6 26 18
split_gain=0.0411029 0.0801498 0.0691124 0.0678001 0.059087 0.047675 0.0674617 0.16686 0.138165 0.0980141 0.0910496 0.051425 0.0441036 0.0940104 0.0560507 0.0487767 0.0852565 0.0466719
threshold=0.11174500000000002 0.19545000000000004 0.084435000000000024 0.089855000000000032 0.10664500000000003 0.095355000000000023 0.08895500000000002 0.091765000000000027 0.093535000000000021 0.10313000000000001 0.11642500000000001 0.10615500000000003 0.11222500000000002 -0.065379999999999994 0.10591500000000002 0.091795000000000015 0.096685000000000021 0.11417000000000002
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 -5 12 11 10 -9 -10 -8 -7 14 -14 15 17 -17 -1
right_child=2 -3 3 4 -6 6 7 8 9 -11 -12 -13 13 -15 -16 16 -18 -19
leaf_value=-0.00014124221172153194 -0.0040244183858093212 0.0031840027888917744 0.0024407053292849453 -0.0032216046800108023 0.0009788097934701678 0.0031276532662318462 -0.0082106123056649299 0.0044614419151998239 -0.0040940129759507934 0.00013156644735237688 -0.0021137028964513154 -0.00075894854252231273 0.0049113465816902754 -0.00037019944260623003 -0.0028993359561202835 1.0331051898622481e-05 0.0053389471453135677 0.0029913714585391243
leaf_weight=2487 70 74 59 85 54 58 50 47 87 144 48 80 56 82 67 85 46 48
leaf_count=2487 70 74 59 85 54 58 50 47 87 144 48 80 56 82 67 85 46 48
internal_value=0 -5.5618e-05 -0.00133534 -0.000380514 -0.0015839 -0.000126682 -0.00100943 -0.00170089 -0.000452908 -0.00145634 -0.00523273 0.000868619 3.10729e-05 0.00176711 -5.62868e-05 1.48557e-05 0.0018877 -8.16035e-05
internal_weight=0 3459 268 198 139 3385 514 376 278 231 98 138 2871 138 2733 2666 131 2535
internal_count=3727 3459 268 198 139 3385 514 376 278 231 98 138 2871 138 2733 2666 131 2535
is_linear=0
shrinkage=0.0995203


Tree=2413
num_leaves=14
num_cat=0
split_feature=10 26 3 4 9 4 3 5 1 35 9 26 18
split_gain=0.0292714 0.0389421 0.111385 0.0876071 0.0377308 0.0693756 0.0871984 0.126047 0.103639 0.0519044 0.0501118 0.154382 0.108741
threshold=0.09056500000000002 -0.23202999999999999 0.10669500000000003 0.15437000000000003 0.094435000000000033 0.10649000000000002 0.09697500000000002 -0.06971999999999999 -0.42149500000000001 -0.083194999999999991 0.092605000000000021 0.092955000000000024 0.14607000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 6 7 -6 -8 -3 12 -12 -11
right_child=-2 3 -4 -5 5 -7 8 -9 -10 10 11 -13 -14
leaf_value=0.0011016530931021989 0.0016807383278371823 0.0032336194325555522 -0.0055671830458221957 0.0041925923989201619 0.00025692243919664816 -0.0042494310056857944 0.0045208432137907994 -0.0051077813803924871 -0.00034034963101645035 -0.00031422305202938035 -0.001666825193951352 0.0041539763094322101 0.0030499631003705042
leaf_weight=51 86 48 48 46 85 54 48 88 456 2436 82 100 99
leaf_count=51 86 48 48 46 85 54 48 88 456 2436 82 100 99
internal_value=0 -0.000176168 -0.00212345 -0.00012151 -0.000178508 -0.000814384 -0.000539183 -0.00246721 0.000120997 -1.01019e-05 -6.77086e-05 0.00152692 -0.000182518
internal_weight=0 3641 99 3542 3496 731 677 173 504 2765 2717 182 2535
internal_count=3727 3641 99 3542 3496 731 677 173 504 2765 2717 182 2535
is_linear=0
shrinkage=0.0995203


Tree=2414
num_leaves=21
num_cat=0
split_feature=19 5 20 5 6 6 6 6 6 3 6 26 26 2 26 17 3 1 6 19
split_gain=0.0336446 0.0857884 0.0636433 0.122079 0.0329631 0.102496 0.0635392 0.0567446 0.0661131 0.0741937 0.0500921 0.0396144 0.2656 0.123365 0.0913839 0.0507768 0.0820579 0.0512492 0.0334553 0.0280372
threshold=0.11174500000000002 0.0076350000000000012 -0.014534999999999999 -0.074569999999999984 0.087670000000000012 0.087235000000000021 0.088055000000000022 0.08866000000000003 0.089165000000000022 0.084735000000000019 0.089985000000000023 0.097910000000000011 0.11659500000000002 -0.062394999999999999 0.093835000000000016 -0.53896499999999992 0.11125500000000002 -0.091829999999999995 -0.098424999999999999 0.12403500000000002
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 -4 5 11 -6 -8 -9 -10 -11 14 -13 -14 15 16 -1 -17 -15 -2
right_child=1 -3 3 -5 6 -7 7 8 9 10 -12 12 13 18 -16 17 -18 -19 -20 -21
leaf_value=0.00028955904940717594 -7.4616321660892304e-05 -0.0044066714388742694 -0.0018760610584078329 0.0053658847281365029 -0.0038911328201534914 0.004376262357809242 0.0027550486434025022 -0.0040271567066298948 0.0033034271560985367 -0.0030650298839249549 -0.00030208228842973258 0.0061149267115706459 -0.0040967650752802409 0.0032539778570092946 -0.0032130266809707957 0.0010999763344736004 0.0050455913641110134 -0.00032467922311669041 -0.00035021018044307975 -0.0032363453324647192
leaf_weight=123 52 63 46 46 52 56 56 50 53 71 784 77 71 47 88 299 51 1526 55 61
leaf_count=123 52 63 46 46 52 56 56 50 53 71 784 77 71 47 88 299 51 1526 55 61
internal_value=0 -0.00119412 -0.000202848 0.00173601 -3.63142e-05 0.000168479 -0.000496811 -0.000321936 -0.000502656 -0.000307674 -0.000532478 6.73007e-05 0.00125134 -0.000908641 -7.41426e-05 6.36279e-05 0.00168827 -9.08213e-05 0.00130252 -0.00178864
internal_weight=0 268 205 92 3459 2393 1066 1014 958 908 855 2337 250 173 2087 1999 174 1825 102 113
internal_count=3727 268 205 92 3459 2393 1066 1014 958 908 855 2337 250 173 2087 1999 174 1825 102 113
is_linear=0
shrinkage=0.0995203


Tree=2415
num_leaves=15
num_cat=0
split_feature=21 3 4 9 3 20 0 1 0 5 10 38 21 5
split_gain=0.0276978 0.0570685 0.22042 0.0832393 0.0673485 0.0609016 0.0530894 0.104193 0.0760596 0.0565607 0.0473113 0.0479473 0.0474627 0.0414111
threshold=-0.032929999999999994 0.10726500000000001 0.085065000000000016 0.091690000000000021 0.089535000000000017 -0.011915 -0.20796499999999998 0.021350000000000004 -0.16423499999999999 -0.51412499999999994 0.09056500000000002 -0.083229999999999985 0.085855000000000029 -0.01554
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 7 -2 -8 -10 11 -11 -13 -6
right_child=6 3 -4 -5 13 -7 8 -9 9 10 -12 12 -14 -15
leaf_value=0.0003796563194627332 -0.00064432202876730485 0.0029760916465449011 -0.0072121883342723108 -0.0024243169512401619 -0.00047669252402656609 -0.0045435360849597206 -0.0036363461417581885 0.0050429374713931302 0.0029965113266244656 0.0029076491616961755 0.002468947917327833 -0.00049833661937611327 0.00032738281215933043 0.0035240826533725236
leaf_weight=50 69 73 57 46 49 49 59 59 60 50 70 1903 1080 53
leaf_count=50 69 73 57 46 49 49 59 59 60 50 70 1903 1080 53
internal_value=0 -0.000916687 -0.00174933 0.000881659 -0.000196087 -0.00204881 -1.66492e-05 0.00197075 -9.58566e-05 -2.95564e-05 -8.83326e-05 -0.000147623 -0.000199109 0.00159412
internal_weight=0 377 258 119 201 99 3350 128 3222 3163 3103 3033 2983 102
internal_count=3727 377 258 119 201 99 3350 128 3222 3163 3103 3033 2983 102
is_linear=0
shrinkage=0.0995203


Tree=2416
num_leaves=20
num_cat=0
split_feature=29 5 0 9 3 19 3 19 3 3 0 20 5 5 0 17 17 17 0
split_gain=0.0850902 0.0272739 0.0595555 0.0959941 0.090852 0.045773 0.0395736 0.101517 0.145808 0.0917914 0.0891652 0.0848318 0.0601774 0.169547 0.0865328 0.0773376 0.179989 0.0582181 0.0578553
threshold=0.12669500000000003 0.5124350000000002 -0.067059999999999995 0.098720000000000016 0.10920500000000002 -0.016414999999999996 0.099950000000000025 0.10517000000000003 0.10583000000000002 0.11125500000000002 -0.20796499999999998 -0.077649999999999983 -0.039649999999999998 -0.055004999999999991 -0.071799999999999989 0.2590050000000001 0.50214000000000014 0.11639500000000001 -0.082885
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 -1 12 8 11 -9 -10 -8 13 14 -7 17 -17 -14 -15
right_child=-2 2 3 -5 -6 6 7 9 10 -11 -12 -13 15 18 -16 16 -18 -19 -20
leaf_value=-0.0030508915455383714 -0.004034408240340453 -0.0018655099491570336 0.0011437122999292866 -0.0011471522051057774 0.0072031183403506614 -0.00069185833366337509 0.00013618851148216275 -0.0053586392381600404 0.004051049783890817 0.00018154128023427669 7.8113468131534539e-06 0.0050323489896617795 0.00021516341687349188 -0.0022716998341889769 0.0020989910612882372 0.0071003681647390654 -0.00074515821373522656 -0.0028635586940971157 -0.0072970988774560368
leaf_weight=47 50 47 52 55 47 820 50 50 59 72 645 120 1225 46 127 52 65 64 46
leaf_count=47 50 47 52 55 47 820 50 50 59 72 645 120 1225 46 127 52 65 64 46
internal_value=0 9.86475e-05 0.00122601 0.00217485 0.00402867 3.3447e-05 7.58134e-05 0.000604756 0.000980776 -0.00208232 0.000347825 0.00359712 -0.000139323 -0.000713894 -0.000316719 0.000284689 0.00273475 6.16669e-05 -0.0047933
internal_weight=0 3689 201 154 99 3488 3441 996 874 122 704 170 2445 1039 947 1406 117 1289 92
internal_count=3739 3689 201 154 99 3488 3441 996 874 122 704 170 2445 1039 947 1406 117 1289 92
is_linear=0
shrinkage=0.0995203


Tree=2417
num_leaves=27
num_cat=0
split_feature=4 8 3 6 6 9 9 8 6 17 5 18 5 17 6 5 2 9 1 20 3 0 0 0 4 4
split_gain=0.100208 0.0301057 0.099061 0.218874 0.0987502 0.162796 0.212015 0.230756 0.153478 0.110581 0.120931 0.0809351 0.0737571 0.446042 0.452259 0.121838 0.125687 0.064965 0.0579728 0.157953 0.110274 0.0559649 0.116102 0.115614 0.0500239 0.065142
threshold=0.15730000000000002 -0.085289999999999991 0.084235000000000018 0.085760000000000017 0.085955000000000018 0.087695000000000009 0.083715000000000026 -0.088874999999999996 0.08481000000000001 -0.020405 -0.089564999999999992 -0.10212999999999998 -0.082635 -0.0069749999999999994 -0.095814999999999997 -0.077634999999999996 0.10166000000000001 0.083760000000000015 0.10924000000000002 -0.076664999999999997 0.10960500000000002 -0.082039999999999988 -0.067839999999999998 -0.088174999999999989 0.11189500000000001 0.087495000000000031
decision_type=2 2 2 2 2 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 24 8 6 -6 -8 11 -7 -11 -1 13 14 -4 -14 17 -17 19 -15 -20 23 -23 -13 25 -3
right_child=-2 2 12 -5 5 9 7 -9 -10 10 -12 21 15 18 -16 16 -18 -19 20 -21 -22 22 -24 -25 -26 -27
leaf_value=0.0043366778172754953 -0.0045771155821184382 -0.0012283660942924355 0.00030576449949837862 -0.0081265476140786434 -0.0016135956598981776 0.0035744081501569215 0.0024574481034184675 0.010575130451523387 -0.0049752752982252903 0.001758444198806547 -0.0047969299179776159 0.00016180202098345633 0.005060598598341931 -0.00146828095072815 -0.012842517923338645 -0.0016404414007879524 0.0038541446656332888 0.00029007898726067733 -0.0032989832513768756 0.0048755514467806451 0.0011600673181661888 0.0057680943217762884 1.6068847622599526e-05 -0.0037330593467805586 -0.0029092021815518101 0.0033933478095194316
leaf_weight=46 46 76 48 47 52 48 85 59 59 47 68 495 54 70 56 197 91 1395 85 87 155 48 127 89 59 50
leaf_count=46 46 76 48 47 52 48 85 59 59 47 68 495 54 70 56 197 91 1395 85 87 155 48 127 89 59 50
internal_value=0 9.65601e-05 -0.00010311 -0.00206077 0.000500489 0.0018879 0.00382097 0.00578913 -7.50453e-05 -0.000431506 -0.00211066 0.000283085 9.94625e-05 -0.000963864 -0.00676621 0.000406627 0.000256816 5.0675e-05 0.000554085 0.00204188 -0.000415769 3.63343e-05 0.00159845 -0.000430363 -0.000515305 0.000599151
internal_weight=0 3693 2470 232 1223 359 196 144 864 163 115 805 2238 501 104 1737 1683 1592 397 157 240 759 175 584 185 126
internal_count=3739 3693 2470 232 1223 359 196 144 864 163 115 805 2238 501 104 1737 1683 1592 397 157 240 759 175 584 185 126
is_linear=0
shrinkage=0.0995203


Tree=2418
num_leaves=19
num_cat=0
split_feature=24 26 26 5 8 8 1 9 1 6 6 2 23 2 8 6 26 2
split_gain=0.0821895 0.029622 0.069562 0.180437 0.052819 0.0636058 0.135508 0.0865623 0.0767483 0.0460244 0.203762 0.0875579 0.0473947 0.0581011 0.0889816 0.147963 0.106342 0.0299333
threshold=-0.071649999999999991 0.08734500000000002 0.088015000000000024 -0.02504 0.041960000000000011 -0.050299999999999997 -0.080085000000000003 0.11479000000000002 -0.14482999999999999 0.089165000000000022 0.092405000000000029 -0.078454999999999983 -0.022119999999999997 0.31534000000000012 -0.090969999999999995 0.084985000000000019 0.085465000000000027 0.10003000000000002
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 -3 5 7 -7 8 -4 12 -11 -12 -2 14 16 -16 -14 -13
right_child=1 2 4 -5 -6 6 -8 -9 -10 10 11 17 13 -15 15 -17 -18 -19
leaf_value=-0.0041000732396576593 0.0031867402131997864 -0.0064727756904601171 0.0033481128473367193 0.00077857118824230286 0.0024716735085675351 -0.006612063905733029 9.8278589908748419e-05 0.0035506649773787867 -0.00033206655652796754 0.0071477601919370725 -0.0022367842496077146 0.0035293666457596089 0.00094212132316947954 -0.0024436455310880294 0.00017471465574128248 -0.0036590789412832849 0.0060771136789145239 0.00018295220438785745
leaf_weight=47 50 60 59 78 79 46 84 66 1144 52 86 59 242 86 1296 108 48 49
leaf_count=47 50 60 59 78 79 46 84 66 1144 52 86 59 242 86 1296 108 48 49
internal_value=0 8.78825e-05 -0.000231325 -0.00236826 -3.12469e-05 -0.000173169 -0.00226985 4.09761e-05 -0.000150895 0.000336754 0.00161519 0.00012801 0.000164452 7.90961e-05 0.000207652 -0.00011961 0.00179487 0.00201867
internal_weight=0 3692 1616 138 1478 1399 130 1269 1203 2076 246 194 1830 1780 1694 1404 290 108
internal_count=3739 3692 1616 138 1478 1399 130 1269 1203 2076 246 194 1830 1780 1694 1404 290 108
is_linear=0
shrinkage=0.0995203


Tree=2419
num_leaves=10
num_cat=0
split_feature=4 21 4 4 4 2 0 11 11
split_gain=0.0807958 0.0443042 0.0299102 0.0413733 0.0484811 0.0450818 0.0378706 0.0344704 0.0506817
threshold=0.15730000000000002 0.15544000000000005 0.13752500000000004 0.12719000000000005 0.13424500000000003 -0.241895 -0.066264999999999991 -0.089004999999999987 -0.076244999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -4 -7 -9
right_child=-2 -3 6 4 -6 7 -8 8 -10
leaf_value=0.0029286301770131951 -0.0041131605750503184 0.0026793120522537175 -6.4493231160974945e-05 -0.0037878623203302189 0.00037884208801380182 0.0024973598149885638 0.0036396928887634265 -0.0033178482301803934 8.5765426985628335e-06
leaf_weight=53 46 64 58 61 50 54 51 46 3256
leaf_count=53 46 64 58 61 50 54 51 46 3256
internal_value=0 8.34711e-05 3.7466e-05 -1.25803e-05 -0.00190359 4.87526e-05 0.00166115 3.02789e-06 -3.75158e-05
internal_weight=0 3693 3629 3520 111 3409 109 3356 3302
internal_count=3739 3693 3629 3520 111 3409 109 3356 3302
is_linear=0
shrinkage=0.0995203


Tree=2420
num_leaves=11
num_cat=0
split_feature=19 17 24 30 17 17 2 17 26 5
split_gain=0.0504503 0.0522248 0.0374904 0.0429238 0.0353738 0.0723163 0.0667667 0.0386297 0.0562 0.0390061
threshold=-0.10411999999999999 -0.56655999999999984 0.10415500000000003 0.11955500000000002 -0.53166999999999998 -0.54604999999999992 -0.084924999999999987 -0.46992499999999998 0.089795000000000028 0.5124350000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 8 -6 -9
right_child=1 2 -4 -5 7 -7 -8 9 -10 -11
leaf_value=0.002751147209803028 -0.0026997831725841235 0.0020364983305124901 -0.0028154642835224244 0.0027291217703531681 -0.0042889192552165887 0.0041791808649063933 -0.0027313882808078604 -6.0463835497572528e-05 0.00010370858725106717 0.0023664071494589661
leaf_weight=65 72 66 46 58 52 60 52 3119 64 67
leaf_count=65 72 66 46 58 52 60 52 3119 64 67
internal_value=0 -4.5975e-05 7.10978e-06 4.40394e-05 -4.76723e-07 0.00136589 -5.7667e-05 -7.43808e-05 -0.00185834 -9.17096e-06
internal_weight=0 3656 3584 3538 3480 178 118 3302 116 3186
internal_count=3721 3656 3584 3538 3480 178 118 3302 116 3186
is_linear=0
shrinkage=0.0995203


Tree=2421
num_leaves=11
num_cat=0
split_feature=19 17 24 20 17 6 17 17 5 0
split_gain=0.0409077 0.0423479 0.0304003 0.0279203 0.0315004 0.0842968 0.124729 0.0508389 0.0859932 0.0526211
threshold=-0.10411999999999999 -0.56655999999999984 0.10415500000000003 -0.25378999999999996 0.4839500000000001 0.11690000000000002 0.6218950000000002 0.28919000000000006 -0.042209999999999991 0.16362500000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 6 -6 9 -9 -5
right_child=1 2 -4 4 5 -7 -8 8 -10 -11
leaf_value=0.0024773526345970289 -0.002431100050380124 -0.0021253852725637082 -0.0025352686842378988 0.00013853755303962898 0.0045033618704319088 -0.0022548571562802655 -0.0012779950583093299 -0.00022836009628983249 -0.0053681937608676374 -0.0032163947772902825
leaf_weight=65 72 58 46 3068 101 51 58 109 46 47
leaf_count=65 72 58 46 3068 101 51 58 109 46 47
internal_value=0 -4.13772e-05 6.40222e-06 3.96797e-05 7.59994e-05 0.00125753 0.00238929 0 -0.00175901 8.76545e-05
internal_weight=0 3656 3584 3538 3480 210 159 3270 155 3115
internal_count=3721 3656 3584 3538 3480 210 159 3270 155 3115
is_linear=0
shrinkage=0.0995203


Tree=2422
num_leaves=10
num_cat=0
split_feature=24 30 6 8 3 6 23 22 3
split_gain=0.0245581 0.0352441 0.0348168 0.0859997 0.0360388 0.068262 0.0574444 0.0303607 0.0698693
threshold=0.10415500000000003 0.11955500000000002 -0.47287499999999999 -0.090440000000000006 0.15108000000000005 -0.034094999999999993 -0.052774999999999996 0.12026000000000002 0.14058000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -4 8 -8
right_child=-2 -3 4 -5 5 -7 7 -9 -10
leaf_value=0.0010253689543914422 -0.0022829582645219992 0.002464707537089056 0.0034857243245652297 -0.0049225018204510753 0.00065347956329422745 -0.0041055597380137239 3.7753442813272625e-05 -0.0022237544431282165 0.0039441373547616076
leaf_weight=49 46 58 49 47 61 58 3250 57 46
leaf_count=49 46 58 49 47 61 58 3250 57 46
internal_value=0 3.08547e-05 -7.94676e-06 -0.00187808 4.281e-05 -0.00165917 0.000102585 5.29004e-05 9.25206e-05
internal_weight=0 3675 3617 96 3521 119 3402 3353 3296
internal_count=3721 3675 3617 96 3521 119 3402 3353 3296
is_linear=0
shrinkage=0.0995203


Tree=2423
num_leaves=20
num_cat=0
split_feature=19 1 1 21 1 5 5 1 8 1 8 26 1 1 18 18 9 9 6
split_gain=0.0331679 0.0270903 0.043 0.0417908 0.134333 0.128461 0.175932 0.0806448 0.109318 0.0743952 0.0695421 0.065804 0.0405377 0.0435546 0.0790502 0.12776 0.0889508 0.116599 0.0390333
threshold=-0.10411999999999999 0.00095500000000000023 -0.00080499999999999994 0.093835000000000016 -0.0090649999999999984 0.40898000000000007 0.24444000000000005 -0.0088199999999999997 -0.08569499999999998 -0.011155 -0.081669999999999993 0.090385000000000021 0.0047600000000000012 0.0099250000000000015 1.0000000180025095e-35 0.10861000000000003 0.11007500000000002 0.09649000000000002 -0.14213999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 9 -9 11 -10 -2 -3 -14 16 -16 17 -15 -18
right_child=1 12 -4 4 -6 -7 -8 8 10 -11 -12 -13 13 14 15 -17 18 -19 -20
leaf_value=0.002230428767352851 -0.00042685836704888067 -0.0025112919213098428 0.0029466675316965813 0.00071308477469309885 0.0060577317932820861 0.0048580301599529157 -0.0061343118545060683 -0.0048224469193664807 0.0023042736928615849 0.0033337748517992998 -0.0022765884773823602 0.00080196367315126112 0.0020864612681935945 5.9036944306569397e-05 -0.0059832643699072006 0.00047452254150660568 0.00080861942489309619 -0.0033797116581836526 0.004770381736515319
leaf_weight=65 1223 87 53 177 47 50 47 80 61 69 71 667 72 615 62 59 53 116 47
leaf_count=65 1223 87 53 177 47 50 47 80 61 69 71 667 72 615 62 59 53 116 47
internal_value=0 -3.75475e-05 0.000141198 8.12025e-05 0.00114124 0.000294908 -0.000719992 -7.51551e-05 -0.00191921 0.000123988 -0.000153473 6.37216e-06 -0.000447742 -0.000271621 -0.000450823 -0.00282766 -0.000103752 -0.000485527 0.00267884
internal_weight=0 3656 2545 2492 321 274 224 2171 212 1959 132 1890 1111 1024 952 121 831 731 100
internal_count=3721 3656 2545 2492 321 274 224 2171 212 1959 132 1890 1111 1024 952 121 831 731 100
is_linear=0
shrinkage=0.0995203


Tree=2424
num_leaves=29
num_cat=0
split_feature=17 2 2 0 26 2 5 5 2 0 26 26 2 26 3 2 2 19 2 2 17 17 3 21 17 2 4 3
split_gain=0.0326419 0.111633 0.0963415 0.106812 0.158371 0.257037 0.118055 0.224147 0.0929864 0.0799443 0.0639244 0.0568266 0.0955821 0.159455 0.130367 0.0912952 0.105702 0.0657972 0.0634784 0.213087 0.125439 0.115133 0.144039 0.117206 0.0727316 0.0576956 0.0326999 0.032874
threshold=0.059130000000000009 0.14153500000000005 -0.069129999999999983 -0.082794999999999994 0.091485000000000025 -0.082954999999999987 -0.025879999999999997 -0.088604999999999989 -0.079149999999999984 -0.071029999999999996 0.099855000000000013 0.10439000000000002 -0.082084999999999991 0.11724000000000002 0.093715000000000021 -0.062394999999999999 -0.0083149999999999995 0.11219500000000003 -0.082025000000000001 -0.082294999999999993 -0.53896499999999992 -0.087329999999999991 0.12015500000000003 0.11707000000000002 -0.56655999999999984 -0.082644999999999982 0.083980000000000013 0.094285000000000022
decision_type=2 2 2 2 2 2 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 2 3 6 5 -5 7 8 -2 26 -6 17 -13 -14 -15 -16 -17 18 19 24 -20 23 -23 -22 -1 -26 27 -4
right_child=1 -3 9 4 10 -7 -8 -9 -10 -11 -12 12 13 14 15 16 -18 -19 20 -21 21 22 -24 -25 25 -27 -28 -29
leaf_value=-0.0039586213680669032 -0.0011816055449508762 0.0045047809681608032 -0.0031257248717489754 0.00032205331559715766 -0.0014741649104185689 0.01014195108836485 0.0032877231826882384 -0.0075660193193792056 0.0038984396532418687 -0.0041088973293486918 0.0029285112788069853 0.0017575535247396038 -0.0064416961883057783 0.0038148350156541771 -0.0048909105353337964 0.0028637142623167593 -0.00342029233782393 0.0032850919137379043 0.0050773549583642942 -0.0071957872791727183 -0.0022127478747392491 0.0014668854834727475 -0.001941799838424133 0.0017546050863105841 -0.00034261846144694141 0.0030845925753350185 0.0018868953369569055 0.00058464218762287136
leaf_weight=53 139 64 47 52 85 54 68 47 48 79 53 77 67 46 71 53 53 58 54 47 296 673 150 98 1044 51 50 47
leaf_count=53 139 64 47 52 85 54 68 47 48 79 53 77 67 46 71 53 53 58 54 47 296 673 150 98 1044 51 50 47
internal_value=0 0.000510706 0.000177234 0.000890078 0.00243909 0.00533237 -0.000358733 -0.00142189 0.000117986 -0.00156444 0.000210786 -0.000196288 -0.00135345 -0.00218229 -0.000898889 -0.00212855 -0.000270566 -2.77082e-05 -0.000105957 -0.000626952 0.000383241 0.000174284 0.000844624 -0.00122387 -0.000357305 -0.000182247 -0.00016284 -0.00126183
internal_weight=0 833 769 546 244 106 302 234 187 223 138 2891 367 290 223 177 106 2524 2466 1195 1271 1217 823 394 1148 1095 144 94
internal_count=3724 833 769 546 244 106 302 234 187 223 138 2891 367 290 223 177 106 2524 2466 1195 1271 1217 823 394 1148 1095 144 94
is_linear=0
shrinkage=0.0995203


Tree=2425
num_leaves=13
num_cat=0
split_feature=9 17 4 4 0 24 35 1 21 2 2 1
split_gain=0.0313853 0.096089 0.0767211 0.132827 0.0404086 0.0522749 0.0288679 0.0287548 0.0795492 0.0763521 0.0448607 0.0770456
threshold=-0.089649999999999994 0.059130000000000009 0.096000000000000016 0.11874000000000003 0.16362500000000005 -0.065834999999999991 -0.076159999999999992 -0.14482999999999999 0.09266000000000002 0.10166000000000001 -0.15197999999999998 0.27998000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -2 -7 8 9 -8 -9 -12
right_child=4 -3 3 -5 -6 6 7 10 -10 -11 11 -13
leaf_value=0.0025027965199705573 -0.0029486008880920409 0.0051490821622975254 -0.0050924105657067908 0.0013781060649216382 0.0027845749268046228 -0.0021133225840955891 0.00069915670620907661 -0.0026657701216847903 -0.0024642621073915766 0.0048265802079802307 -0.0002268495627814318 0.0019573092103856832
leaf_weight=82 65 46 55 73 47 69 234 69 61 55 2698 170
leaf_count=82 65 46 55 73 47 69 234 69 61 55 2698 170
internal_value=0 0.001029 0.000122611 -0.0013958 -0.000112772 -0.000152817 -9.84238e-05 -5.58784e-05 0.000796413 0.00148749 -0.000157724 -9.70986e-05
internal_weight=0 256 210 128 3468 3421 3356 3287 350 289 2937 2868
internal_count=3724 256 210 128 3468 3421 3356 3287 350 289 2937 2868
is_linear=0
shrinkage=0.0995203


Tree=2426
num_leaves=23
num_cat=0
split_feature=17 29 0 1 3 6 3 5 1 1 0 11 4 10 0 5 5 5 5 8 3 4
split_gain=0.0255191 0.0721293 0.0692723 0.186928 0.107772 0.147336 0.0660412 0.171583 0.167783 0.0979008 0.0522935 0.0477238 0.096155 0.158763 0.156888 0.0721604 0.0717185 0.171821 0.0651303 0.0913944 0.0575571 0.0335397
threshold=0.047990000000000012 -0.08570499999999999 -0.071029999999999996 -0.072579999999999992 0.09940000000000003 -0.14689499999999997 0.096385000000000012 -0.015214999999999999 -0.081889999999999991 -0.078509999999999983 -0.080614999999999992 -0.15511999999999998 0.10606500000000003 0.086275000000000018 -0.057604999999999996 -0.11065499999999999 -0.14653999999999998 -0.52786999999999995 -0.47386999999999996 -1.0000000180025095e-35 0.082130000000000022 0.11762500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 4 -4 6 -6 7 8 -2 -10 -7 -3 13 16 18 -16 17 -13 -14 -20 -18 -1
right_child=2 11 3 -5 5 10 -8 -9 9 -11 -12 12 14 -15 15 -17 20 -19 19 -21 -22 -23
leaf_value=0.0044426454625409858 -0.0055869981854356427 0.0027087477506832821 0.0018213406570679353 -0.005279564668796994 -0.0017827875165800911 0.0029192575043843613 -0.0025783127688681806 0.004608119711068186 0.0044999318491814903 -0.00020359453185090929 0.0068196539294867672 0.0027215362247335162 -0.0026521460032740375 0.0057003799100262967 -0.0020149616435377955 -0.0064518109187250133 0.0025180521716624731 -0.0043970960897002061 -0.00069037856422929659 0.0043402714357667497 -0.00015685321668529998 0.00069621804384855995
leaf_weight=46 52 52 77 70 51 90 78 85 51 310 56 48 75 46 70 77 83 111 114 52 1980 50
leaf_count=46 52 52 77 70 51 90 78 85 51 310 56 48 75 46 70 77 83 111 114 52 1980 50
internal_value=0 -0.00018006 0.000423921 -0.00155447 0.000801208 0.00281072 0.000112505 0.000535602 -0.000300585 0.000458625 0.00442091 -0.000275369 -0.000334101 -8.60494e-05 -0.00178194 -0.0043446 -0.000206209 -0.00224293 -0.000215435 0.000880557 -4.88378e-05 0.00249991
internal_weight=0 2804 920 147 773 197 576 498 413 361 146 2708 2656 2268 388 147 2222 159 241 166 2063 96
internal_count=3724 2804 920 147 773 197 576 498 413 361 146 2708 2656 2268 388 147 2222 159 241 166 2063 96
is_linear=0
shrinkage=0.0995203


Tree=2427
num_leaves=8
num_cat=0
split_feature=2 0 23 3 11 4 3
split_gain=0.0298862 0.0370301 0.0287292 0.0293155 0.0427699 0.0470243 0.0613637
threshold=0.50951500000000005 0.16362500000000005 -0.046924999999999994 0.16149500000000003 -0.086319999999999994 0.13279000000000005 0.014805000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.0018754589899367953 0.0023184305857200608 0.0026276129013068235 0.002479010867385033 -0.0019379635942839996 -0.0031022712427292124 0.0022098312469927151 -5.8884019912924717e-05
leaf_weight=88 53 50 67 80 67 88 3231
leaf_count=88 53 50 67 80 67 88 3231
internal_value=0 -6.16302e-05 -9.89903e-05 -5.45102e-05 -1.06368e-05 -6.01422e-05 -0.00012096
internal_weight=0 3671 3621 3533 3453 3386 3298
internal_count=3724 3671 3621 3533 3453 3386 3298
is_linear=0
shrinkage=0.0995203


Tree=2428
num_leaves=19
num_cat=0
split_feature=30 17 6 9 1 1 4 1 6 9 17 17 21 9 9 9 17 9
split_gain=0.0426802 0.038863 0.0711226 0.243062 0.0654231 0.142209 0.130344 0.0857622 0.127227 0.0619358 0.112123 0.054402 0.0520258 0.0581723 0.168964 0.120076 0.0816126 0.0375035
threshold=0.11955500000000002 0.0065250000000000013 0.096575000000000022 0.09007500000000003 -0.087154999999999996 -0.081889999999999991 0.081905000000000019 -0.078509999999999983 -0.0026549999999999998 0.097365000000000021 0.40441500000000008 0.0036400000000000009 -0.091104999999999992 0.083795000000000022 0.083110000000000031 0.084115000000000009 -0.095109999999999986 0.085665000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 -4 6 -6 -3 -7 -9 10 -5 12 -1 14 16 -15 -14 -17
right_child=-2 2 3 9 5 7 -8 8 -10 -11 -12 -13 13 15 -16 17 -18 -19
leaf_value=-0.0025308970120849015 0.0028035006896676004 0.0055037990975556833 0.0076338944780904921 -0.0049909411321377387 -0.0054808209415114417 0.0034232124124824108 -0.0015793645605223013 0.00037682616299033149 -0.0036744240409329735 0.0023807747875720228 0.0013109574014374176 -0.0032876077873408558 -0.0011836612629019783 -0.0042924771775729341 0.0056466866338650383 -0.0011548948739984897 0.0010003243923922096 4.3478126506816842e-05
leaf_weight=86 55 58 58 46 49 68 46 439 93 84 71 55 260 74 62 322 486 1309
leaf_count=86 55 58 58 46 49 68 46 439 93 84 71 55 260 74 62 322 486 1309
internal_value=0 1.0185e-05 0.000535136 0.00195778 4.47203e-05 -0.000325513 0.00236299 9.41395e-05 -0.000329843 0.000315819 -0.00115972 -0.000189676 -0.000123803 -4.11013e-05 0.000654085 -0.00037103 0.000238052 -0.000192609
internal_weight=0 3666 1012 259 753 649 104 600 532 201 117 2654 2599 2513 808 1705 746 1631
internal_count=3721 3666 1012 259 753 649 104 600 532 201 117 2654 2599 2513 808 1705 746 1631
is_linear=0
shrinkage=0.0995203


Tree=2429
num_leaves=10
num_cat=0
split_feature=5 5 5 9 18 5 5 5 10
split_gain=0.0313057 0.0453348 0.0411183 0.160092 0.0495901 0.0540777 0.0338029 0.0510629 0.023639
threshold=0.62404000000000015 0.51659500000000014 0.41370500000000004 0.097510000000000027 -0.17307499999999998 0.27608500000000008 0.26676500000000009 0.25642500000000007 0.086165000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -6 -2
right_child=8 -3 3 -5 5 -7 -8 -9 -10
leaf_value=0.0024147413671987148 -0.00025040128849491045 0.002786057426176321 -0.0057611181416337689 0.0019307635709985931 0.00011623600537415414 -0.0024611317254656612 0.0024321424379516151 -0.0031208507240390168 -0.0032774652853512607
leaf_weight=90 56 61 53 54 3166 83 61 49 48
leaf_count=90 56 61 53 54 3166 83 61 49 48
internal_value=0 9.57105e-05 4.93298e-05 -0.00187158 0.000109161 4.71419e-05 0.000110941 6.66447e-05 -0.00165538
internal_weight=0 3617 3556 107 3449 3359 3276 3215 104
internal_count=3721 3617 3556 107 3449 3359 3276 3215 104
is_linear=0
shrinkage=0.0995203


Tree=2430
num_leaves=26
num_cat=0
split_feature=2 21 26 2 5 5 5 2 2 26 17 17 18 17 21 2 6 0 2 3 3 17 5 17 2
split_gain=0.0625168 0.0715028 0.0655177 0.0955853 0.194922 0.164497 0.201021 0.123194 0.105743 0.298491 0.0814789 0.130832 0.0699053 0.0618934 0.0513492 0.0668567 0.312115 0.104343 0.0526266 0.256695 0.098076 0.0651496 0.12051 0.0676869 0.0413321
threshold=-0.082644999999999982 -0.091104999999999992 0.10089500000000003 -0.08569499999999998 0.040570000000000016 -0.0080599999999999995 -0.013944999999999999 -0.084154999999999994 -0.086414999999999992 0.086130000000000026 0.12439000000000001 0.0047200000000000011 0.089775000000000021 -0.56368999999999991 -0.080634999999999998 -0.081734999999999988 0.087765000000000024 -0.087184999999999999 -0.080555000000000002 0.089655000000000026 0.087515000000000023 -0.14813999999999997 0.089620000000000019 -0.081244999999999998 -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 2
left_child=2 -2 3 8 5 6 7 -5 10 -10 11 13 -4 -1 -3 16 17 -16 19 20 -17 22 -20 -23 -7
right_child=1 14 12 4 -6 24 -8 -9 9 -11 -12 -13 -14 -15 15 18 -18 -19 21 -21 -22 23 -24 -25 -26
leaf_value=-0.0039232147522438379 -0.0033260217349311517 0.0034743739211798492 0.0045999421450436517 0.0035980232472747923 -0.0078963774651111453 0.00013090082711956518 -0.0067574432213592722 -0.0027223048093742651 0.0084410927989500856 -0.0025347821214030675 0.0025302425001367135 -0.0048028403742066674 -0.00067696932889910427 -0.00014198167095790123 0.0086861220877936553 -0.00068331108567764372 -0.0035324762645351651 0.0025606913571969577 -0.0055621149491847646 -0.005780293834315501 0.0051608126473595747 0.0024108594705681908 -0.00011565333955196948 0.00039709995674343051 0.0042158864305956818
leaf_weight=46 51 54 50 49 49 49 77 81 49 49 79 74 49 641 51 74 60 61 47 78 46 189 282 1336 50
leaf_count=46 51 54 50 49 49 49 77 81 49 49 79 74 49 641 51 74 60 61 47 78 46 189 282 1336 50
internal_value=0 0.000357463 -0.000485506 -0.000674903 -0.00206598 -0.00112968 -0.00272718 -0.00033373 -0.000147557 0.0029448 -0.000509307 -0.000825921 0.00197987 -0.000396357 0.000440288 0.000366251 0.00225143 0.00535726 0.000207834 -0.00133349 0.00155012 0.000372883 -0.000896208 0.000647211 0.00220229
internal_weight=0 2329 1392 1293 355 306 207 130 938 98 840 761 99 687 2278 2224 172 112 2052 198 120 1854 329 1525 99
internal_count=3721 2329 1392 1293 355 306 207 130 938 98 840 761 99 687 2278 2224 172 112 2052 198 120 1854 329 1525 99
is_linear=0
shrinkage=0.0995203


Tree=2431
num_leaves=29
num_cat=0
split_feature=2 2 1 0 1 1 2 0 8 2 1 2 3 8 3 1 5 5 21 0 0 1 1 3 8 2 2 8
split_gain=0.0584936 0.0363592 0.0812555 0.152752 0.295759 0.184927 0.157998 0.102073 0.170791 0.0942308 0.27236 0.115147 0.0999019 0.0928348 0.0864053 0.163746 0.102158 0.0814277 0.0579843 0.0423752 0.086996 0.0662183 0.0655503 0.0639882 0.0622047 0.160835 0.157374 0.0620652
threshold=-0.24206999999999998 -0.082644999999999982 -0.085184999999999997 -0.084369999999999987 -0.081744999999999998 -0.040439999999999997 -0.08569499999999998 -0.086304999999999993 -0.091754999999999989 -0.086934999999999998 -0.088694999999999982 -0.088385000000000005 0.095630000000000021 -0.0061900000000000002 0.087625000000000022 -0.0012649999999999998 -0.017704999999999995 -0.0070049999999999999 -0.091104999999999992 -0.057604999999999996 -0.044789999999999996 0.49737500000000007 -0.066524999999999987 0.15537500000000004 -0.077889999999999987 -0.082294999999999993 -0.080744999999999997 -0.066829999999999987
decision_type=2 2 2 2 2 2 2 2 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 -4 17 13 8 -2 11 -11 12 -9 -7 16 -16 -6 -5 -3 23 27 22 -22 24 25 -20 -26 -21
right_child=1 18 3 5 14 6 -8 9 -10 10 -12 -13 -14 -15 15 -17 -18 -19 19 20 21 -23 -24 -25 26 -27 -28 -29
leaf_value=-0.0033429228377370259 -0.00049629062856379675 -0.0029950152706769173 -0.0082056893060132013 0.006214146324259799 0.003138004350100131 0.0042218428691032433 -0.005637428252007538 -0.0017513174074979239 0.0065478155409938151 0.0013246158101165135 -0.0076508205528172824 0.0052140606661510158 0.0025821014203042136 -0.0010527157483635578 -0.0050737774860425099 0.00040348304697103904 -0.001647673725746535 0.00097251575994385846 0.0063798039588182955 -0.0056745191408564995 8.1896374209246194e-05 -0.003145692242847188 0.0038347607062956114 0.0039766893811671649 -0.0044413692214788228 0.00073568300097285656 0.00030250464077334469 -0.00080793369881107871
leaf_weight=50 69 51 68 64 81 47 56 136 67 83 56 50 86 111 112 104 97 55 53 47 201 46 60 54 76 902 780 59
leaf_count=50 69 51 68 64 81 47 56 136 67 83 56 50 86 111 112 104 97 55 53 47 201 46 60 54 76 902 780 59
internal_value=0 8.39265e-05 -0.000328377 -0.000971123 -0.00214271 0.000651871 -0.00109402 0.000604281 0.00296795 -0.000175866 -0.0022855 0.000899209 -6.89179e-05 0.000511118 -0.00109423 -0.00243279 0.00052548 0.00379842 0.000321853 0.00039647 -0.00051459 0.000331743 0.000947761 0.000598662 0.000497484 0.00104977 -0.000117724 -0.00297348
internal_weight=0 3671 1342 795 462 333 214 547 136 411 139 272 222 158 394 216 178 119 2329 2278 413 307 261 1865 1811 955 856 106
internal_count=3721 3671 1342 795 462 333 214 547 136 411 139 272 222 158 394 216 178 119 2329 2278 413 307 261 1865 1811 955 856 106
is_linear=0
shrinkage=0.0995203


Tree=2432
num_leaves=24
num_cat=0
split_feature=1 26 0 26 8 0 5 1 26 8 5 5 2 8 26 2 18 2 26 2 26 0 18
split_gain=0.0384736 0.101702 0.210989 0.20216 0.126115 0.122481 0.21536 0.0666401 0.395861 0.0639418 0.238735 0.142839 0.0982408 0.0752427 0.0572533 0.0483361 0.139378 0.111105 0.11012 0.102195 0.0717368 0.0608769 0.0498445
threshold=-0.085184999999999997 0.091275000000000023 -0.078664999999999999 0.089795000000000028 -0.074504999999999988 -0.086304999999999993 -0.0089549999999999994 -0.082344999999999988 0.09167500000000002 -0.085605000000000001 0.0047850000000000011 0.066815000000000027 -0.088554999999999995 -1.0000000180025095e-35 -0.24193000000000001 -0.077054999999999998 -0.42248000000000002 -0.078454999999999983 0.09271500000000002 -0.078994999999999996 -0.09071499999999999 -0.087614999999999985 -0.082019999999999996
decision_type=2 2 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 -4 6 -1 8 -2 10 -7 12 -11 -13 -9 17 -17 19 -19 21 -18 -16 -22
right_child=7 2 4 -5 -6 9 -8 14 -10 11 -12 13 -14 -15 15 16 20 18 -20 -21 22 -23 -24
leaf_value=-4.8826040583975528e-05 -0.0067101195051474148 -0.0060400330911884762 0.0047823989409025011 0.0072081491705172597 -0.0024262769753084531 -0.0069769240938322265 0.0085224619232706755 -0.0030472489739019008 0.0041806682211137742 -0.001899773350578258 0.0020934382027455768 -0.0050107027222533428 0.0030840187349644391 -0.0004910571326825926 -0.000737065994920881 -0.0057048867563803188 0.0024117892757879473 0.0069315742222157252 0.00086033477938397037 -0.0045952511953958781 -0.0025023228030143416 0.00071788573199510692 -0.000369427349301042
leaf_weight=73 85 69 48 47 48 55 48 70 54 49 60 46 192 179 474 51 84 46 84 47 122 713 1000
leaf_count=73 85 69 48 47 48 55 48 70 54 49 60 46 192 179 474 51 84 46 84 47 122 713 1000
internal_value=0 0.000394638 -0.00184042 0.000888099 0.00116953 0.000463796 0.00334459 -0.000347764 -0.00247328 -0.000134755 -0.00223744 0.000382393 0.00206732 -0.00141871 -0.00023767 -0.000162321 -0.000607708 0.000247527 0.00301492 -4.33499e-05 -0.000391476 0.000136196 -0.000602076
internal_weight=0 914 165 749 96 702 121 2830 139 581 115 466 241 225 2691 2621 1257 1364 130 1234 1206 1187 1122
internal_count=3744 914 165 749 96 702 121 2830 139 581 115 466 241 225 2691 2621 1257 1364 130 1234 1206 1187 1122
is_linear=0
shrinkage=0.0995203


Tree=2433
num_leaves=24
num_cat=0
split_feature=1 1 17 26 3 26 6 1 17 9 26 1 26 26 26 6 21 3 3 21 3 5 20
split_gain=0.0311771 0.0853452 0.407059 0.103031 0.166423 0.109151 0.261233 0.0555146 0.0667931 0.0998026 0.0663155 0.0539978 0.321026 0.0464211 0.0406201 0.0772609 0.0912346 0.0472433 0.116102 0.0971245 0.0843246 0.0810615 0.0707437
threshold=-0.085184999999999997 -0.087734999999999994 -0.011809999999999999 0.092955000000000024 0.09587500000000003 0.088015000000000024 0.090335000000000013 -0.091259999999999994 -0.16207999999999997 0.095415000000000014 0.084735000000000019 -0.082344999999999988 0.09167500000000002 -0.24193000000000001 -0.09071499999999999 -0.096934999999999993 0.09227500000000001 0.096265000000000031 0.097255000000000022 0.094920000000000018 0.091475000000000015 -0.50126999999999999 -0.078725000000000003
decision_type=2 2 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 7 -7 8 9 -1 -10 12 -2 -13 15 -15 -17 19 -19 21 -21 -16 -20
right_child=11 2 -4 4 -6 6 -8 -9 10 -11 -12 13 -14 14 17 16 -18 18 22 20 -22 -23 -24
leaf_value=-0.0029330509960417135 -0.0060423270463972377 0.0089686917802946162 -0.0033052540185331417 -0.0065804012780776369 0.00088873059537168924 0.0069821559119893845 -0.0021881132433776047 -0.0025861554836532205 0.0005185345804883029 0.002132910537311595 0.0045143371662961914 -0.0027439860431217556 0.0037646073641546879 0.003880925562229777 0.0034451884267115195 0.0023207924527972757 -0.0027789437126927593 -0.0051009531201184266 -0.0021705022766614194 0.00091444748510645651 0.0056223788380190595 -0.00039966959941448578 -7.5028796110983032e-05
leaf_weight=118 85 55 52 57 61 73 53 78 261 57 49 70 54 70 57 71 68 58 202 139 52 1140 764
leaf_count=118 85 55 52 57 61 73 53 78 261 57 49 70 54 70 57 71 68 58 202 139 52 1140 764
internal_value=0 0.000355096 0.00299613 3.90695e-06 -0.0027123 0.000470281 0.00311832 -0.0001209 0.000273886 -0.00127832 0.00115277 -0.000313184 -0.00222655 -0.000214047 -0.000146167 0.00118408 -0.000168153 -0.000261772 -0.000774664 0.000116025 0.00220048 -0.000215897 -0.00051406
internal_weight=0 914 107 807 118 689 126 563 485 175 310 2830 139 2691 2621 209 139 2412 1024 1388 191 1197 966
internal_count=3744 914 107 807 118 689 126 563 485 175 310 2830 139 2691 2621 209 139 2412 1024 1388 191 1197 966
is_linear=0
shrinkage=0.0995203


Tree=2434
num_leaves=31
num_cat=0
split_feature=2 21 21 2 2 4 3 17 18 8 17 5 8 20 18 17 2 3 1 8 2 2 21 2 19 19 20 18 9 18
split_gain=0.0290863 0.0838327 0.124654 0.134031 0.169287 0.120886 0.11372 0.109996 0.0664983 0.170607 0.156017 0.164591 0.250806 0.110836 0.0908775 0.189641 0.0894142 0.107566 0.0788551 0.077216 0.055277 0.0775481 0.0682149 0.0376923 0.0676982 0.145986 0.0508957 0.0464815 0.128131 0.0714713
threshold=-0.077054999999999998 0.097120000000000026 0.10107500000000001 -0.072624999999999981 -0.065379999999999994 0.11366000000000002 0.13977500000000004 0.026115000000000006 -0.048605000000000002 -0.079585000000000003 -0.087770000000000001 -0.09583499999999999 -0.00076499999999999995 -0.0058900000000000003 -0.081229999999999983 -0.096019999999999994 -0.026175 0.10726500000000001 -0.050379999999999994 -0.087770000000000001 -0.078454999999999983 -0.078994999999999996 0.09185500000000002 -0.079844999999999985 0.077805000000000027 0.096755000000000022 -0.0093149999999999986 0.088735000000000022 0.094010000000000024 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 2 2 2 2 2 2 2
left_child=20 8 -3 -4 -5 7 -7 -6 9 -2 18 16 19 -11 15 -15 -12 -18 -10 -13 21 23 -22 24 27 -26 -27 29 -29 -1
right_child=1 2 3 4 5 6 -8 -9 10 13 11 12 -14 14 -16 -17 17 -19 -20 -21 22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.00021058775528828467 -0.00525585999303705 -0.0063702308406177674 -0.0058406146363386693 0.0047864310840378095 -0.0044605743470003435 0.0048536786688029698 -0.0016267501077429126 0.0012127543713370162 -0.00034121282791404556 -0.0034900521119996569 0.0025947512534147082 0.0033986589959522423 0.0083129673403926282 -0.00037711656752695993 -0.0012613060599494081 0.0077088424885693885 -0.0033266187719301695 0.00043222408492824547 -0.0061273385022822882 -0.00028881345293041405 0.00025144178646454522 -0.003786237594456069 0.0048330139402134164 0.0021340486714416422 0.0054353317918086896 -0.00091493555970077202 0.0027568302530225097 -0.00034308609071339577 -0.0061462704788780255 0.0029659986878401612
leaf_weight=1346 78 49 50 54 126 49 59 46 46 67 83 97 64 69 87 49 126 187 48 133 83 53 53 84 68 140 51 177 48 74
leaf_count=1346 78 49 50 54 126 49 59 46 46 67 83 97 64 69 87 49 126 187 48 133 83 53 53 84 68 140 51 177 48 74
internal_value=0 -0.000461934 -0.00163995 -0.00103421 -0.000312242 -0.00129848 0.00130587 -0.00293853 -1.1405e-05 -0.00115271 0.000497063 0.00101615 0.0028003 2.09168e-05 0.0011724 0.00297368 -0.00030638 -0.00107831 -0.00330454 0.00126278 0.00010014 -2.89147e-05 0.00204293 7.08437e-05 -1.97502e-05 0.00147533 6.1198e-05 -0.000255643 -0.00158474 -4.44707e-05
internal_weight=0 1567 433 384 334 280 108 172 1134 350 784 690 294 272 205 118 396 313 94 230 2177 2041 136 1988 1904 259 191 1645 225 1420
internal_count=3744 1567 433 384 334 280 108 172 1134 350 784 690 294 272 205 118 396 313 94 230 2177 2041 136 1988 1904 259 191 1645 225 1420
is_linear=0
shrinkage=0.0995203


Tree=2435
num_leaves=10
num_cat=0
split_feature=24 4 38 23 1 1 1 1 8
split_gain=0.028575 0.0312765 0.0398228 0.0332527 0.036411 0.11025 0.0879275 0.067929 0.0986821
threshold=0.10415500000000003 0.15437000000000003 -0.08335999999999999 -1.0000000180025095e-35 0.091025000000000009 0.066150000000000028 0.058455000000000014 0.15756500000000004 -0.0061900000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -6 -9
right_child=-2 -3 3 4 7 -7 -8 8 -10
leaf_value=-0.0029438985887979994 -0.0025347182196170299 0.0022868051274530744 0.0018694102760350995 -1.1506058235791758e-05 -0.0033976022524047009 0.0039584328097265371 -0.0036588562987388577 0.00058444177662393627 -0.0028621703826294006
leaf_weight=49 48 54 84 2875 90 68 67 295 114
leaf_count=49 48 54 84 2875 90 68 67 295 114
internal_value=0 -8.99471e-05 -0.000125412 -8.67467e-05 -0.000133807 -3.00659e-06 -9.48478e-05 -0.000921165 -0.000374226
internal_weight=0 3696 3642 3593 3509 3010 2942 499 409
internal_count=3744 3696 3642 3593 3509 3010 2942 499 409
is_linear=0
shrinkage=0.0995203


Tree=2436
num_leaves=17
num_cat=0
split_feature=26 26 26 1 3 6 20 8 26 8 20 26 26 26 9 0
split_gain=0.0511212 0.133316 0.0801437 0.148393 0.152436 0.0789681 0.0595323 0.054148 0.0749744 0.0669081 0.0652867 0.0566487 0.1778 0.156809 0.114626 0.0524717
threshold=0.11624000000000002 0.11023000000000002 0.15583500000000003 -0.076329999999999995 0.10611500000000003 0.091615000000000016 -0.065649999999999986 0.10528000000000003 -0.088764999999999997 0.095985000000000015 -0.030064999999999998 0.08598500000000002 0.085355000000000028 0.086365000000000011 0.084115000000000009 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 -5 -2 -4 9 10 11 -9 12 15 -13 -15 -1
right_child=2 -3 6 4 -6 -7 -8 8 -10 -11 -12 13 -14 14 -16 -17
leaf_value=-0.00036359498928681199 -0.0029562117711984673 0.0038895494262713823 -0.0021625292982172333 -0.0089436668243727743 -0.0014647977493807516 0.0024311293006510078 0.0022031708741306888 0.0020256772744095971 0.0043368730089559313 -0.0035763883432071968 -0.0026159682528080182 -0.0056194806019845408 0.0046644630836236243 -0.0037730275475654873 -6.9762195837714847e-05 0.0008156222709248893
leaf_weight=1016 46 88 47 51 58 65 90 75 65 55 50 58 88 89 1193 591
leaf_count=1016 46 88 47 51 58 65 90 75 65 55 50 58 88 89 1193 591
internal_value=0 6.68359e-05 -0.00118549 -0.00236303 -0.0049716 0.000191162 0.000699473 -3.54752e-05 0.00159486 -0.000135988 0.00016247 -7.33712e-05 0.00030861 -0.000557159 -0.000327492 6.95717e-05
internal_weight=0 3368 357 220 109 111 137 3280 190 3090 125 3035 1695 1340 1282 1607
internal_count=3725 3368 357 220 109 111 137 3280 190 3090 125 3035 1695 1340 1282 1607
is_linear=0
shrinkage=0.0995203


Tree=2437
num_leaves=18
num_cat=0
split_feature=26 26 26 2 21 17 17 8 2 0 8 26 26 26 6 0 26
split_gain=0.0414663 0.113797 0.0716531 0.127061 0.0838699 0.100296 0.0642018 0.0355568 0.0615226 0.0803495 0.0552872 0.0380493 0.163089 0.128683 0.188942 0.0832951 0.0467484
threshold=0.11624000000000002 0.11275500000000002 0.12086000000000002 -0.072419999999999998 0.099685000000000024 -0.0064000000000000003 0.026115000000000006 0.10528000000000003 -0.14531999999999998 -0.057604999999999996 0.095985000000000015 0.086095000000000019 0.086365000000000011 0.085355000000000028 0.08463500000000003 -0.13955999999999999 0.08494500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 -4 5 -5 -2 10 -9 -10 11 13 -13 16 -15 -14 -1
right_child=2 -3 3 4 -6 -7 -8 8 9 -11 -12 12 15 14 -16 -17 -18
leaf_value=0.00017329943905960198 -0.0055601422603077863 0.004679693143905846 0.0038322858514237622 0.00022655645457184752 0.0014993510631743008 -0.0053480163077656391 -0.00055073828740219194 0.0040449302328700951 0.0021737880485420166 -0.0027795608981335596 -0.0032204654444830589 -0.0061271059807072748 -0.0043806199400034445 -0.00085215761463614155 0.0078893852924798811 -6.8835995812911217e-05 -0.00255100534639185
leaf_weight=1542 56 52 60 57 65 72 47 57 79 55 55 48 46 46 52 1271 65
leaf_count=1542 56 52 60 57 65 72 47 57 79 55 55 48 46 46 52 1271 65
internal_value=0 6.0136e-05 -0.00106774 -0.000166506 -0.00140747 -0.00287849 -0.00328225 -1.2059e-05 0.00130584 0.000134588 -9.28707e-05 -3.65722e-05 -0.000428379 0.000276623 0.00377786 -0.000220059 6.25972e-05
internal_weight=0 3368 357 254 194 129 103 3316 191 134 3125 3070 1365 1705 98 1317 1607
internal_count=3725 3368 357 254 194 129 103 3316 191 134 3125 3070 1365 1705 98 1317 1607
is_linear=0
shrinkage=0.0995203


Tree=2438
num_leaves=22
num_cat=0
split_feature=18 18 17 21 6 17 8 4 8 8 21 3 3 20 5 5 4 27 3 2 21
split_gain=0.0384348 0.0763249 0.17163 0.461043 0.329844 0.152468 0.0463653 0.0560451 0.0446952 0.0912445 0.0899466 0.133487 0.20575 0.0630017 0.057404 0.0685093 0.0398644 0.0988182 0.0572797 0.0731503 0.0580057
threshold=0.10361000000000002 0.088250000000000009 -0.065004999999999993 0.087625000000000022 0.086420000000000011 -0.0062099999999999994 -0.49499500000000002 0.14123000000000005 -0.080835000000000004 -0.087245000000000003 0.096665000000000015 0.094185000000000033 0.10057000000000002 -0.053499999999999999 -0.082635 -0.049719999999999993 0.12719000000000005 0.092820000000000027 0.12551500000000002 -0.072624999999999981 0.13276500000000005
decision_type=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 -6 -1 16 9 14 11 -10 -13 -12 -2 -16 18 -18 20 -20 -8
right_child=8 2 4 -5 5 -7 7 -9 10 -11 13 12 -14 -15 15 -17 17 -19 19 -21 -22
leaf_value=-0.0025072863101306435 0.0015060157084932574 0.0047326417204589331 0.0090173163850889148 -0.0078668658975405079 0.004255151145425848 -0.00204025202537451 -0.00019411267509183115 0.0025970525547448693 -0.0070149441913854374 0.0035022213439635731 0.0027240925352000904 0.0031932085480243654 -0.0049654398309398979 -0.0019400534048179764 -0.0052974731709377739 0 -0.005067923766250774 0.0010870767199860794 0.0051919788427359668 0.00035480521848609795 0.0033724858822263173
leaf_weight=76 55 57 66 58 66 90 2434 79 57 61 61 57 66 54 46 51 52 51 46 96 46
leaf_count=76 55 57 66 58 66 90 2434 79 57 61 61 57 66 54 46 51 52 51 46 96 46
internal_value=0 8.37921e-05 0.00150102 -0.00161477 0.00311874 0.000617941 -8.17587e-05 -1.57249e-05 -0.000847614 0.000247628 -0.00164119 -0.00303088 -0.00117795 0.000526853 -0.00105311 -0.00251259 -9.1772e-05 -0.00201236 -1.60135e-05 0.00192754 -0.000127628
internal_weight=0 3217 337 115 222 156 2880 2804 508 213 295 180 123 115 152 97 2725 103 2622 142 2480
internal_count=3725 3217 337 115 222 156 2880 2804 508 213 295 180 123 115 152 97 2725 103 2622 142 2480
is_linear=0
shrinkage=0.0995203


Tree=2439
num_leaves=17
num_cat=0
split_feature=26 26 5 5 9 3 2 8 2 0 8 26 26 26 9 8
split_gain=0.03238 0.0899285 0.0785288 0.0555445 0.0923968 0.180097 0.200341 0.0337 0.0638005 0.0667908 0.042273 0.0404536 0.118922 0.10719 0.0939936 0.0456313
threshold=0.11624000000000002 0.11023000000000002 0.11286000000000003 -0.029944999999999996 0.11296000000000002 0.10089500000000003 -0.077604999999999993 0.10528000000000003 -0.14531999999999998 -0.057604999999999996 0.095985000000000015 0.08598500000000002 0.085355000000000028 0.086365000000000011 0.084115000000000009 -0.092094999999999996
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 6 -2 10 -9 -10 11 12 15 -13 -15 -1
right_child=2 -3 -4 -5 -6 -7 -8 8 9 -11 -12 13 -14 14 -16 -17
leaf_value=-0.00090212871641810169 0.0011947106411839829 0.0031963026673221076 -0.0040692368003882873 0.0025425610617930468 -0.0043671262846024768 0.005132058456787097 -0.0070605092874226755 0.004080076214584955 0.0019334531786949214 -0.0025828794109828391 -0.0028413753790990878 -0.0046513232505790867 0.0038283268937267861 -0.0033957329202826971 -4.2261337634996507e-05 0.00035980306660924466
leaf_weight=368 79 88 65 57 58 52 46 56 79 55 55 58 88 89 1193 1239
leaf_count=368 79 88 65 57 58 52 46 56 79 55 55 58 88 89 1193 1239
internal_value=0 5.66571e-05 -0.00094001 -0.000240632 -0.000919188 0.000206021 -0.00183666 -2.73278e-05 0.00125878 7.36252e-05 -0.000106674 -5.68462e-05 0.000265903 -0.000465711 -0.000275707 7.03136e-05
internal_weight=0 3368 357 292 235 177 125 3280 190 134 3090 3035 1695 1340 1282 1607
internal_count=3725 3368 357 292 235 177 125 3280 190 134 3090 3035 1695 1340 1282 1607
is_linear=0
shrinkage=0.0995203


Tree=2440
num_leaves=23
num_cat=0
split_feature=0 0 6 0 21 5 0 9 5 19 0 26 6 6 5 6 5 6 9 3 5 1
split_gain=0.0611316 0.111243 0.0732586 0.250678 0.0705374 0.113958 0.0657541 0.224318 0.153642 0.0806657 0.0801028 0.0773433 0.0571941 0.0856909 0.0561955 0.0524521 0.0761834 0.0720357 0.0641034 0.0763608 0.0521465 0.0510569
threshold=-0.078289999999999985 -0.079379999999999992 0.10615500000000003 -0.082885 0.11987500000000002 0.26245000000000007 -0.071029999999999996 0.09518500000000002 -0.004089999999999999 -0.071824999999999986 -0.069569999999999993 0.10393000000000002 0.096175000000000024 0.092705000000000023 -0.073669999999999999 -0.07664 -0.11065499999999999 -0.46637499999999998 -0.082514999999999991 0.090835000000000013 -0.074569999999999984 -0.066524999999999987
decision_type=2 2 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 12 7 8 20 -8 -11 -9 13 -1 -6 16 17 -12 -17 -20 -2 -10
right_child=6 -3 3 -5 14 -7 9 11 21 10 15 -13 -14 -15 -16 18 -18 -19 19 -21 -22 -23
leaf_value=2.2878503199116513e-05 0.00053065717906005414 -0.0039700140832443966 0.00095558525268295389 -0.0076025856928068998 -0.0002884180175623521 0.0048110352421711095 0.0037715945898669978 0.0072258964198218846 -0.00080098138794045925 -0.0037691375841635939 -0.0027877459759311726 0.0024334595661314028 0.0030819662587628516 -0.0039262381051021313 -0.0050999554633791733 0.0032812241513465444 -0.0036628759933753706 0.0022127679918091101 -0.0022313897342797497 0.00076043202600616143 0.0052655388842141179 -0.0048322625911428581
leaf_weight=1917 47 78 88 55 50 50 57 70 79 55 46 65 58 56 47 77 79 75 103 469 46 52
leaf_count=1917 47 78 88 55 50 50 57 70 79 55 46 65 58 56 47 77 79 75 103 469 46 52
internal_value=0 -0.000272837 -0.000148236 -0.0023303 -4.59398e-06 0.000117306 0.000570381 0.0017198 -0.00020795 0.000140143 -8.79259e-05 0.00492449 1.35045e-06 -8.87951e-05 -0.00262822 0.000149587 -0.00125823 0.00030498 0.00058469 0.000220264 0.00288145 -0.00240743
internal_weight=0 2399 2321 143 2178 2081 1320 359 224 961 904 135 2031 1973 97 849 200 121 649 572 93 131
internal_count=3719 2399 2321 143 2178 2081 1320 359 224 961 904 135 2031 1973 97 849 200 121 649 572 93 131
is_linear=0
shrinkage=0.0995203


Tree=2441
num_leaves=31
num_cat=0
split_feature=0 0 26 26 0 6 2 2 17 1 26 18 26 6 3 17 0 2 1 1 3 3 19 0 18 6 17 17 17 2
split_gain=0.0495779 0.0902005 0.062338 0.177155 0.17648 0.145415 0.197993 0.248004 0.117158 0.115335 0.139475 0.0945176 0.0755494 0.10246 0.167421 0.0913483 0.0533326 0.195895 0.134672 0.0956246 0.098372 0.164767 0.065411 0.0649503 0.0464314 0.0520015 0.0636727 0.0587076 0.0192033 0.012357
threshold=-0.078289999999999985 -0.079379999999999992 0.089625000000000024 0.090625000000000025 -0.081195000000000003 0.087235000000000021 -0.087129999999999999 -0.085804999999999992 0.053575000000000012 -0.086814999999999989 0.091485000000000025 -0.01205 0.088475000000000012 0.08463500000000003 0.084290000000000018 0.016900000000000005 -0.071029999999999996 -0.080974999999999991 -0.080349999999999991 -0.053299999999999993 0.09697500000000002 0.094285000000000022 -0.071824999999999986 -0.069569999999999993 0.15614500000000003 -0.07664 0.08741500000000002 -0.13530499999999998 0.0031350000000000006 -0.062394999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 9 12 11 -8 -9 -5 -11 -7 13 15 -15 -1 17 18 -2 20 21 -19 -18 -24 25 27 -27 -25 -4 -21
right_child=16 -3 3 4 -6 6 7 8 -10 10 -12 -13 -14 14 -16 -17 22 19 -20 29 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00033371424611583072 0.0015648775468576374 -0.0035749173579203495 -0.0035348424643597736 -0.0039564910640463432 -0.0056482967390239017 0.00085718320777246055 0.0093042877587969763 0.0005142938284375708 0.0058346179515789322 0.0060917284212276901 0.00031270628446276524 -0.0052210821718469066 0.0031337290687589742 0.0013862198195793323 -0.0056128241952973007 -0.0016790813206639665 0.0033962451359818898 0.007179119637125757 -0.0053601598019585557 -0.0005737920895517994 0.0083723947611495687 -0.00064772288651317427 -0.0033940321412836336 -0.0044676444734412357 0.0026094653112115709 0.00080931951777850689 -0.0021965366708457156 -0.00048840351485160535 -0.0064562546928227486 0.0017118045442140804
leaf_weight=890 55 78 46 51 53 56 54 172 54 48 302 46 60 54 90 298 57 49 56 46 48 58 55 49 69 501 81 149 47 47
leaf_count=890 55 78 46 51 53 56 54 172 54 48 302 46 60 54 90 298 57 49 56 46 48 58 55 49 69 501 81 149 47 47
internal_value=0 -0.000245684 -0.000133449 -0.00106246 -0.00024996 0.000152544 0.00187285 0.00324142 0.00178914 0.000461495 0.0011076 -0.00187597 -0.000318964 -0.000475105 -0.0029825 -0.00017049 0.000513678 0.00154887 -0.00192146 0.00310542 0.0046199 0.00292888 0.000126111 -7.91756e-05 0.000134604 -8.32769e-05 0.000389572 -0.0014773 -0.00502006 0.000572492
internal_weight=0 2399 2321 547 454 1774 382 280 226 401 350 102 1392 1332 144 1188 1320 359 111 248 155 107 961 904 849 780 582 198 93 93
internal_count=3719 2399 2321 547 454 1774 382 280 226 401 350 102 1392 1332 144 1188 1320 359 111 248 155 107 961 904 849 780 582 198 93 93
is_linear=0
shrinkage=0.0995203


Tree=2442
num_leaves=25
num_cat=0
split_feature=0 0 0 6 0 0 6 9 18 3 9 17 0 9 9 5 26 19 0 9 5 18 18 17
split_gain=0.040186 0.0731417 0.0612064 0.0604773 0.227861 0.0764978 0.062624 0.119859 0.0503249 0.048215 0.0903378 0.105146 0.0706275 0.120062 0.191775 0.275715 0.062582 0.0554853 0.0698214 0.129239 0.11461 0.0719135 0.0975692 0.0388515
threshold=-0.078289999999999985 -0.079379999999999992 -0.079954999999999984 0.10615500000000003 -0.082885 -0.080674999999999983 0.090710000000000027 0.088405000000000025 -0.007069999999999999 0.088475000000000012 0.08622500000000001 -0.0064000000000000003 -0.071029999999999996 0.09518500000000002 0.094010000000000024 -0.004089999999999999 0.10393000000000002 -0.071824999999999986 -0.06340999999999998 0.09649000000000002 -0.025879999999999997 -0.40801999999999999 -0.13579499999999997 -0.11045499999999998
decision_type=2 2 2 2 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 8 -8 -1 10 11 23 13 14 15 -11 -15 -14 19 -19 -21 -20 -23 -2
right_child=9 -3 -4 4 -6 -7 7 -9 -10 12 -12 -13 17 16 -16 -17 -18 18 21 20 -22 22 -24 -25
leaf_value=0.00048274671826758185 -1.9666240033180785e-05 -0.0032191408914561837 0.0034730489366168798 0.00079990490719712367 -0.0076609917772204796 -0.0033474009258738923 0.0042863444425932078 -0.0009786434823650437 -0.00055554226968919417 0.0068653092926846057 -0.0047051276045840468 -0.0036248807098621444 0.0033427822782069261 0.0062990426376312702 -0.0052506344397501865 -0.001644693310136757 0.0019867503522371871 0.0011355741104673652 0.0041806853802262949 -0.00071578142017376619 -0.0075785165000819277 -0.0038084604624006322 0.00067604464402461662 0.0035944120631171469
leaf_weight=796 57 78 46 88 49 68 93 79 1102 67 48 50 52 70 46 86 65 84 49 48 49 54 435 60
leaf_count=796 57 78 46 88 49 68 93 79 1102 67 48 50 52 70 46 86 65 84 49 48 49 54 435 60
internal_value=0 -0.000221166 -0.000120063 -0.000193075 -0.00222028 -6.2791e-05 4.47138e-05 0.00186336 -0.000119664 0.000462495 -0.000899373 0.000189596 0.000728215 0.00193735 0.000378722 0.00207656 0.00422882 0.000203352 -2.25621e-05 -0.00171446 -0.00419097 0.000545123 0.000179149 0.00182671
internal_weight=0 2399 2321 2275 137 2138 2070 172 1898 1320 215 167 1105 334 199 153 135 771 719 181 97 538 489 117
internal_count=3719 2399 2321 2275 137 2138 2070 172 1898 1320 215 167 1105 334 199 153 135 771 719 181 97 538 489 117
is_linear=0
shrinkage=0.0995203


Tree=2443
num_leaves=30
num_cat=0
split_feature=17 9 5 8 2 9 17 0 9 26 8 8 9 9 2 1 26 18 18 26 9 26 6 0 6 5 26 26 18
split_gain=0.0351598 0.0971616 0.206789 0.131192 0.0479269 0.0485582 0.0389882 0.108115 0.0961285 0.0370637 0.0344992 0.13378 0.10375 0.199071 0.150021 0.0861213 0.0645776 0.104717 0.0858231 0.104063 0.0730819 0.0645662 0.0973798 0.300076 0.142175 0.085445 0.317068 0.276658 0.0279777
threshold=0.28919000000000006 0.093825000000000033 -0.041054999999999994 -0.072559999999999999 -0.075209999999999985 0.088770000000000029 0.12439000000000001 -0.086254999999999984 0.085765000000000022 0.086835000000000009 -0.050299999999999997 -0.041669999999999992 0.091690000000000021 0.09253500000000002 -0.080744999999999997 -0.078509999999999983 -0.025024999999999999 0.099430000000000032 0.086065000000000016 -0.079559999999999992 0.10591500000000002 0.089005000000000015 0.085845000000000019 -0.086304999999999993 0.08463500000000003 -0.011964999999999998 0.091275000000000023 0.090545000000000028 0.11835500000000003
decision_type=2 2 2 2 2 2 2 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 -3 5 -2 10 9 -9 -8 12 -12 21 -14 -15 -16 18 20 19 -13 -18 22 24 -24 -1 26 -23 -27 -5
right_child=1 3 -4 28 -6 -7 7 8 -10 -11 11 16 13 14 15 -17 17 -19 -20 -21 -22 25 23 -25 -26 27 -28 -29 -30
leaf_value=7.8109461949746746e-05 0.00062982919676640595 0.0042100415769433588 -0.0068150473440894456 -0.003120786404396776 0.002039099922499045 -0.0039060701911665732 -0.0026837143191206455 0.0068495557570458412 0.00080119393937569904 0.0011060864069723311 -0.0051202865538012739 -0.00099867697555944311 0.00762518922507223 -0.0031153245173677038 0.0057463875049146513 0.0011326519411438004 0.0014264425985740083 -0.0029504931112666615 0.0025256425816305578 -0.0058258780607932928 -0.0020646299036234713 0.0048686771801739999 0.0068438802052705238 -1.794321672609718e-05 -0.0046071193516122348 -0.0068873165750543523 -0.0028024954333041889 0.00055868828258703125 0.00028180457846956877
leaf_weight=764 47 70 68 49 58 46 53 50 55 49 57 272 48 77 46 319 461 77 53 53 68 87 84 253 70 87 138 114 46
leaf_count=764 47 70 68 49 58 46 53 50 55 49 57 272 48 77 46 319 461 77 53 53 68 87 84 253 70 87 138 114 46
internal_value=0 -0.000882417 -0.0022576 0.000937863 -0.000199816 -0.00160493 0.000123157 0.00144601 0.00368916 -0.000855098 3.53542e-05 -0.000432315 0.000269021 0.00153591 0.000872783 0.00171635 -0.000159923 0.000475858 -0.00118136 -0.0017884 0.000976137 -0.000119182 0.000261917 0.00168999 -0.000314154 -0.00116868 0.000160053 -0.00266014 -0.0014646
internal_weight=0 384 219 165 151 93 3335 207 105 102 3128 1041 2087 490 442 365 984 606 378 325 529 1597 1171 337 834 426 225 201 95
internal_count=3719 384 219 165 151 93 3335 207 105 102 3128 1041 2087 490 442 365 984 606 378 325 529 1597 1171 337 834 426 225 201 95
is_linear=0
shrinkage=0.0995203


Tree=2444
num_leaves=23
num_cat=0
split_feature=35 6 0 2 5 5 18 3 0 9 27 17 4 1 26 17 17 17 17 17 17 17
split_gain=0.0478309 0.0442503 0.14029 0.0936876 0.0680034 0.106614 0.127657 0.0788129 0.191447 0.150215 0.0463895 0.228253 0.0981678 0.0556571 0.0626579 0.0472065 0.104014 0.081693 0.109899 0.134174 0.0786186 0.143444
threshold=-0.084584999999999994 0.095355000000000023 -0.082794999999999994 -0.076254999999999989 -0.072874999999999981 -0.02504 0.10307000000000002 0.096385000000000012 -0.065519999999999981 0.090465000000000031 0.085370000000000015 -0.083000000000000004 0.098220000000000016 0.44303500000000012 -0.074359999999999996 -0.07107999999999999 -0.065004999999999993 -0.078119999999999995 -0.084209999999999993 -0.088734999999999994 -0.046254999999999998 -0.038314999999999995
decision_type=2 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 -4 6 -6 9 -9 -7 15 -12 -13 -14 -15 17 -17 18 19 -2 -18 -22
right_child=1 2 4 -5 5 7 -8 8 -10 -11 11 12 13 14 -16 16 20 -19 -20 -21 21 -23
leaf_value=-0.0031309855897044578 0.00047112400693391033 -0.0013673083016309063 -0.0034449017331871293 -0.0066399720736910429 0.0070407372903501754 -0.0024275292322196197 0.00033433692588889037 -0.0059100279612073463 0.0012703454650678091 0.0046455501171536141 -0.0065245218568466667 0.0041725115877717421 -0.0026280009060360983 0.0034706302644336041 -0.0015847946216778115 -0.0035613460338352002 0.0035172120109672367 0.0046715207159759766 -0.0041484897595945123 0.0053764342679516741 -0.0052090099379839072 0.00010172523801119813
leaf_weight=51 877 78 50 59 46 57 73 71 76 62 61 51 85 47 50 82 63 50 47 59 52 1606
leaf_count=51 877 78 50 59 46 57 73 71 76 62 61 51 85 47 50 82 63 50 47 59 52 1606
internal_value=0 -6.17571e-05 -0.000866755 -0.00364399 6.03381e-06 0.000456334 0.00293361 -0.000648843 -0.00219216 0.00125073 8.50928e-05 -0.00110442 0.000311071 -0.000766485 0.000856302 0.000208694 -9.82393e-05 0.000745209 0.000544666 0.000781201 6.62908e-05 -6.43422e-05
internal_weight=0 3702 572 137 435 385 119 266 147 119 3130 294 233 182 97 2836 1803 1033 983 936 1721 1658
internal_count=3753 3702 572 137 435 385 119 266 147 119 3130 294 233 182 97 2836 1803 1033 983 936 1721 1658
is_linear=0
shrinkage=0.0995203


Tree=2445
num_leaves=20
num_cat=0
split_feature=21 17 3 2 26 17 5 18 5 26 17 4 3 1 6 6 17 1 4
split_gain=0.0401005 0.0288866 0.0774091 0.0970521 0.113716 0.0630472 0.0629437 0.108148 0.0940987 0.19539 0.0721441 0.0560635 0.09929 0.078532 0.0524748 0.2386 0.101208 0.0527329 0.0502127
threshold=0.16638500000000003 -0.000475 0.083875000000000019 -0.017704999999999995 0.08425500000000001 -0.0038549999999999999 -0.089564999999999992 0.086065000000000016 -0.070260000000000003 0.087395000000000014 -0.065699999999999995 0.13752500000000004 0.13977500000000004 0.51334500000000016 0.11642500000000001 0.10615500000000003 0.40827500000000011 -0.17548999999999998 0.10739000000000003
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 7 -4 9 -8 -9 12 14 -13 15 17 -16 -3 -10
right_child=-2 11 5 -5 -6 -7 8 10 18 -11 -12 13 -14 -15 16 -17 -18 -19 -20
leaf_value=0.0029343785672501311 -0.002645815856888202 -0.0031553330141532603 -0.0052947096462655063 -0.0047109361542188666 -0.0026849831219824915 0.0031646568645229685 0.0063001239528386833 -0.0023384915823420117 4.6665582003826746e-05 -0.00035929829097402729 0.0031473164832065657 -0.00047521172997713686 -0.0043855803211465972 0.0043765345357800935 0.0046693902100885826 -0.0064909751350533456 -0.00095413742268171458 -0.00010302964139447434 0.002524947096901973
leaf_weight=65 60 59 53 68 79 78 79 49 1400 97 46 78 64 57 57 64 71 1143 86
leaf_count=65 60 59 53 68 79 78 79 49 1400 97 46 78 64 57 57 64 71 1143 86
internal_value=0 -5.16736e-05 0.000190489 -0.0016119 -0.000142781 0.000393309 0.000273429 -0.00169209 0.00044895 0.00262522 0.000309178 -0.000371422 -0.00055149 0.00156724 -0.000374875 -0.0005695 0.0015437 -0.000253533 0.000190643
internal_weight=0 3693 2100 212 144 1888 1810 148 1662 176 95 1593 1458 135 1394 1266 128 1202 1486
internal_count=3753 3693 2100 212 144 1888 1810 148 1662 176 95 1593 1458 135 1394 1266 128 1202 1486
is_linear=0
shrinkage=0.0995203


Tree=2446
num_leaves=18
num_cat=0
split_feature=4 4 4 1 1 5 1 4 5 21 0 1 26 5 5 0 17
split_gain=0.0368556 0.114224 0.107845 0.0482878 0.0871242 0.0610148 0.0573108 0.179893 0.0981824 0.03505 0.0789823 0.0748301 0.0773266 0.0592787 0.0559228 0.0526502 0.0246609
threshold=0.10606500000000003 0.10956000000000003 0.10404000000000002 -0.066524999999999987 -0.016464999999999997 -0.11065499999999999 0.51334500000000016 0.13809000000000002 -0.41880499999999998 -0.091869999999999993 -0.23099 0.15756500000000004 -0.025024999999999999 -0.16926499999999997 -0.45822499999999994 -0.1021 -0.014289999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 16 -5 6 8 -8 -6 -1 -11 13 -13 -12 -14 -15 -3
right_child=1 3 -4 4 5 -7 7 -9 -10 10 11 12 14 15 -16 -17 -18
leaf_value=0.0020112761700798996 -0.0040624773547489161 -0.00067910314217508954 0.004687383483276319 0.0042093170837406123 0.00064537088484053671 -0.0032035511053118276 -0.0014618419389438428 0.0061861135958556392 -0.0040426881026387283 -0.0037109324699234388 -0.0028274280050593057 -0.0012777855457460638 0.001647615246311421 -0.0015234728005278908 0.0061913212881947047 8.6138148595008159e-05 -0.0039282152391187253
leaf_weight=82 90 48 49 48 148 60 68 55 63 58 78 47 66 219 46 2482 46
leaf_count=82 90 48 49 48 148 60 68 55 63 58 78 47 66 219 46 2482 46
internal_value=0 -0.000781253 5.51567e-05 -0.000228774 0.000205141 -0.000280601 0.00024203 0.00195132 -0.000750502 -1.83198e-05 -7.41428e-05 -2.06904e-06 0.00209741 -0.000122485 0.00352109 -4.40678e-05 -0.0022778
internal_weight=0 626 3127 536 442 394 334 123 211 3078 2996 2938 159 2779 112 2701 94
internal_count=3753 626 3127 536 442 394 334 123 211 3078 2996 2938 159 2779 112 2701 94
is_linear=0
shrinkage=0.0995203


Tree=2447
num_leaves=12
num_cat=0
split_feature=21 9 20 29 9 21 0 21 7 30 2
split_gain=0.0364687 0.0239435 0.0968865 0.0876755 0.0700784 0.050691 0.0975186 0.0705712 0.0366773 0.0454891 0.0175245
threshold=0.16638500000000003 0.11296000000000002 -0.064180000000000001 0.12330000000000002 0.12652000000000005 0.12603000000000006 -0.067345000000000002 0.11932500000000003 -0.074334999999999998 0.090320000000000025 -0.049174999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -4 7 -7 8 -1 -10 -6
right_child=-2 2 4 -5 10 6 -8 -9 9 -11 -12
leaf_value=-0.0024491974773436349 -0.0025098498881046664 0.0028152085704838134 -0.004090975813718872 0.0040868222361608681 0.0010669694055501699 0.0045072041890486169 -0.00089664398152131954 -0.0039369521188771838 6.7177953144596599e-05 -0.0019838658063078079 -0.0015153829969835097
leaf_weight=62 60 52 88 52 50 68 64 47 3045 111 54
leaf_count=62 60 52 88 52 50 68 64 47 3045 111 54
internal_value=0 -3.60187e-05 -0.000988847 3.11519e-05 -0.00202338 -3.06898e-05 0.00188096 -0.000108226 -5.20518e-05 -4.70016e-06 -0.000265996
internal_weight=0 3693 244 3449 192 3397 132 3265 3218 3156 104
internal_count=3753 3693 244 3449 192 3397 132 3265 3218 3156 104
is_linear=0
shrinkage=0.0995203


Tree=2448
num_leaves=16
num_cat=0
split_feature=1 22 17 1 19 17 1 2 2 20 17 17 17 17 5
split_gain=0.0631067 0.0571251 0.0394361 0.132898 0.0563314 0.0385791 0.17492 0.224087 0.0850704 0.140515 0.132228 0.0679476 0.037669 0.0775018 0.0713562
threshold=0.62916000000000016 0.13160500000000006 0.51041000000000014 -0.050379999999999994 0.11854500000000003 0.10932500000000002 -0.078509999999999983 -0.086554999999999993 -0.069969999999999991 -0.078914999999999985 0.32384000000000007 0.08741500000000002 0.059130000000000009 0.048755000000000014 -0.081415000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 11 7 -7 9 -8 -10 12 13 -1 -14
right_child=-2 -3 3 4 -6 6 8 -9 10 -11 -12 -13 14 -15 -16
leaf_value=0.00011517260535604401 -0.0035364290975318778 -0.0031243435206406698 -0.004846919267041244 0.0030298552336626137 -0.0013575785100541778 0.0097779921542039214 0.0019504110221065854 0.00074253823926146746 -0.001012410667304066 -0.0033909015644638771 0.0057001520421861929 -0.0037392824966209601 0.0040800506286300256 -0.0036237498690126616 -0.00075657758650978467
leaf_weight=2805 49 55 67 55 61 46 79 67 64 127 53 46 65 56 56
leaf_count=2805 49 55 67 55 61 46 79 67 64 127 53 46 65 56 56
internal_value=0 5.85783e-05 0.000106804 -0.00131647 0.000715614 0.000182231 0.00105759 0.00442793 -0.000118977 -0.00133856 0.00202133 5.5918e-05 0.000114737 4.17023e-05 0.00183485
internal_weight=0 3702 3647 183 116 3464 436 113 323 206 117 3028 2982 2861 121
internal_count=3751 3702 3647 183 116 3464 436 113 323 206 117 3028 2982 2861 121
is_linear=0
shrinkage=0.0995203


Tree=2449
num_leaves=14
num_cat=0
split_feature=9 3 6 1 26 2 18 10 10 0 0 20 2
split_gain=0.0530826 0.0509475 0.12765 0.0835207 0.0762165 0.0755691 0.10021 0.0479714 0.076302 0.0428383 0.0571724 0.127699 0.0732199
threshold=-0.46256000000000003 0.083955000000000016 0.087235000000000021 0.05340000000000001 -0.077514999999999987 -0.087129999999999999 -1.0000000180025095e-35 0.091080000000000022 0.087605000000000016 -0.23177499999999998 -0.10806499999999999 0.047510000000000011 0.15165000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 -7 8 9 -3 11 -11 -12
right_child=1 7 -4 4 -6 6 -8 -9 -10 10 12 -13 -14
leaf_value=-0.0032778218402526329 0.0016000939497199276 -0.0022721675976740347 0.0057723625927237508 -0.00024914814368688128 0.0049873556259624648 -0.0051780012964121481 0.00020751562522600239 -0.0028619071847834567 0.0039164576062897102 0.0017256492724052744 -0.000106450288692975 -0.0028646821983544257 -0.0032213807694544002
leaf_weight=48 89 86 51 49 62 60 79 60 48 385 2586 71 77
leaf_count=48 89 86 51 49 62 60 79 60 48 385 2586 71 77
internal_value=0 5.30402e-05 0.00112907 0.000428112 0.00266837 -0.000658951 -0.00211128 -7.33814e-05 -2.16967e-05 -8.09324e-05 -2.02511e-05 0.00100913 -0.000196825
internal_weight=0 3703 390 339 111 228 139 3313 3253 3205 3119 456 2663
internal_count=3751 3703 390 339 111 228 139 3313 3253 3205 3119 456 2663
is_linear=0
shrinkage=0.0995203


Tree=2450
num_leaves=21
num_cat=0
split_feature=26 5 2 6 21 5 2 3 18 2 18 18 21 26 26 18 19 2 18 21
split_gain=0.0501663 0.104089 0.0831965 0.135654 0.104127 0.133297 0.18835 0.12958 0.212697 0.106657 0.0463728 0.0611971 0.0573832 0.103336 0.0630599 0.183413 0.0436383 0.11476 0.0682071 0.0274417
threshold=0.093835000000000016 -0.4345 -0.082644999999999982 0.089985000000000023 0.11729000000000002 0.054660000000000007 -0.069459999999999994 0.091865000000000016 0.090540000000000023 -0.077604999999999993 0.24916000000000005 0.14607000000000003 0.11987500000000002 -0.054024999999999997 0.091570000000000026 -0.010395 0.10957500000000002 -0.083204999999999987 0.10361000000000002 0.13042000000000004
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 -3 5 7 -7 8 -4 -9 11 12 14 -14 16 -16 18 -18 -1 -6
right_child=1 2 4 -5 19 6 -8 9 -10 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21
leaf_value=0.00019512241050174332 -0.0051209972291206343 -0.0005911451525806088 -0.0082938347201234192 0.0058406512643958582 0.0036520301838071398 -0.0076710455775901047 0.00022123076437739343 0.0042375435302097857 0.0010173659617197283 -0.00045587712431926131 -0.0025091079995898536 0.0034635196202779639 0.0014686096212562067 -0.0039854079152563332 0.0050048074070823323 -0.0027118089608155365 0.0055986081872762827 -0.00032865566837818734 -0.0025683410047192697 0.00030891728415817553
leaf_weight=2286 49 86 50 52 53 70 52 58 47 276 61 58 58 84 90 46 52 85 92 46
leaf_count=2286 49 86 50 52 53 70 52 58 47 276 61 58 58 84 90 46 52 85 92 46
internal_value=0 -0.000668698 -0.000391507 0.0018265 -0.000862218 -0.00139525 -0.00430042 -0.000571001 -0.00377378 0.000356698 0.000204691 0.000263042 0.000196287 -0.00175195 0.000300953 0.00238876 0.000187728 0.00191513 8.78653e-05 0.00210693
internal_weight=0 839 790 138 652 553 122 431 97 334 2912 2851 2793 142 2651 136 2515 137 2378 99
internal_count=3751 839 790 138 652 553 122 431 97 334 2912 2851 2793 142 2651 136 2515 137 2378 99
is_linear=0
shrinkage=0.0995203


Tree=2451
num_leaves=20
num_cat=0
split_feature=1 26 3 26 26 2 2 5 17 0 21 21 21 21 21 1 30 17 26
split_gain=0.0482553 0.0391415 0.0921685 0.153209 0.0733687 0.0610396 0.195504 0.0761224 0.046232 0.117298 0.0664917 0.1043 0.0654174 0.0755204 0.0631804 0.0674463 0.062514 0.0368381 0.0100577
threshold=0.62916000000000016 0.093835000000000016 0.087675000000000017 0.094935000000000033 0.095950000000000021 -0.075024999999999994 -0.077604999999999993 0.058505000000000008 -0.53896499999999992 -0.046675000000000001 0.10683000000000002 0.11347500000000002 0.10237500000000002 0.09865500000000002 0.11987500000000002 -0.046044999999999996 0.094490000000000018 -0.56368999999999991 0.085300000000000029
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 6 -6 -7 9 18 12 -12 13 16 -13 -16 -10 -11 -1
right_child=-2 2 3 4 5 7 -8 -9 10 17 11 14 -14 -15 15 -17 -18 -19 -20
leaf_value=0.0032017947451013868 -0.0030941594486035709 0.0026569858226497519 -0.0059035646418896977 0.003261020527946665 -0.00043485477985908902 -0.00085586545825046571 -0.0069365570716976611 0.0022307717558707738 0.00037251315395942056 0.0013308462158836359 -0.0043188660485645979 0.0028829458682001294 0.002960775148107228 -0.0037959049847148779 0.001686356775430143 -0.0023729804206375207 -0.0026483636971075309 -0.0024298622249934033 0.0053549198535764756
leaf_weight=46 49 80 56 48 195 282 60 110 2155 50 81 52 88 46 60 124 70 53 46
leaf_count=46 49 80 56 48 195 282 60 110 2155 50 81 52 88 46 60 124 70 53 46
internal_value=0 4.94952e-05 -0.00055171 -0.000894606 -0.000489828 -0.000769363 -0.00196788 8.19457e-06 0.000223797 0.00170353 0.000115663 -0.00123711 0.000297795 0.000194245 -0.000175922 -0.00104483 0.000277106 -0.000596328 0.00428726
internal_weight=0 3702 831 751 695 647 255 392 2871 195 2676 317 2359 2271 236 184 2225 103 92
internal_count=3751 3702 831 751 695 647 255 392 2871 195 2676 317 2359 2271 236 184 2225 103 92
is_linear=0
shrinkage=0.0995203


Tree=2452
num_leaves=19
num_cat=0
split_feature=30 8 0 17 17 8 0 8 3 3 8 5 3 21 1 8 1 0
split_gain=0.0232171 0.0459024 0.0561459 0.0421551 0.0791966 0.0592459 0.181717 0.150341 0.0903807 0.186885 0.0468553 0.0376386 0.0722147 0.0821267 0.0604975 0.0817511 0.0729933 0.0307437
threshold=-0.020805000000000001 0.10851500000000001 -0.083514999999999992 -0.26636999999999994 -0.16207999999999997 -0.082014999999999991 -0.08076499999999999 -0.090704999999999994 0.098225000000000021 0.10636500000000003 -0.078844999999999985 -0.5087799999999999 0.12015500000000003 -0.075024999999999994 0.05309500000000001 -0.010374999999999999 0.018150000000000003 -0.014889999999999999
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 10 7 -7 -2 -8 -10 -5 12 13 -6 16 -16 -13 -4
right_child=1 2 17 4 11 6 8 -9 9 -11 -12 14 -14 -15 15 -17 -18 -19
leaf_value=0.0023642313369738408 0.00372893218829952 0.0011322774912661973 -0.0038107559163316541 -0.00046605787715478086 0.0033904512192500348 0.0068796740581059234 0.0040250156461760006 -0.0033607934314587901 -0.0051770281506461407 0.0012805324961300613 -0.0046314830905975716 0.00012470760107113367 -0.0044360939965957602 -0.0015723943982493187 0.00062578822241743045 0.0039660500945010585 -0.0036479501707332614 -0.00064684657621290364
leaf_weight=46 46 59 78 53 47 56 67 83 56 214 55 2182 50 111 363 91 52 51
leaf_count=46 46 59 78 53 47 56 67 83 56 214 55 2182 50 111 363 91 52 51
internal_value=0 0.000113481 -0.00140119 0.000194473 5.07426e-05 0.00102004 0.00162819 -0.000826328 0.000753105 -5.57821e-05 -0.00259492 0.00014969 -0.00113937 -9.09231e-05 0.000249743 0.00129712 3.65263e-05 -0.00256625
internal_weight=0 3714 188 3526 3004 522 393 129 337 270 108 2896 208 158 2688 454 2234 129
internal_count=3760 3714 188 3526 3004 522 393 129 337 270 108 2896 208 158 2688 454 2234 129
is_linear=0
shrinkage=0.0995203


Tree=2453
num_leaves=20
num_cat=0
split_feature=18 18 18 5 3 20 0 4 18 5 8 17 17 17 21 38 18 11 4
split_gain=0.0283375 0.119858 0.0640026 0.147114 0.104012 0.048302 0.089684 0.0604534 0.123727 0.054279 0.0492129 0.0756606 0.187866 0.0575775 0.0364954 0.0359167 0.0477961 0.0479054 0.0538176
threshold=0.088735000000000022 0.090540000000000023 0.081485000000000016 -0.095169999999999991 0.084895000000000012 -0.053499999999999999 -0.13955999999999999 0.087495000000000031 0.12665000000000004 -0.074569999999999984 0.041960000000000011 -0.0042049999999999995 -0.036600000000000001 0.021725000000000005 0.15544000000000005 -0.072014999999999996 0.022040000000000008 -0.087979999999999989 0.13255000000000003
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 14 -4 -5 7 -7 9 -9 -3 11 12 -8 -13 15 -1 17 -17 -19
right_child=1 5 3 4 -6 6 10 8 -10 -11 -12 13 -14 -15 -16 16 -18 18 -20
leaf_value=0.0020838640216027183 -0.0043546188801345288 -0.0019878680235323066 -0.0023532339516440302 0.0078210475106264658 0.0015002110179015633 -0.0044014226035277377 -0.00069015713003289108 0.006798758026625806 -0.00048513784476456403 0.0017854352606303211 -0.0029528814125508065 -0.0037919345008607976 0.0061783892397427979 -8.1455880392343919e-05 0.0029453000456624461 -0.0023634066979380999 -0.0027993540336622913 8.6858527432172184e-05 0.0022918005395392046
leaf_weight=89 69 75 47 47 58 54 105 46 46 76 54 52 63 206 46 75 57 2380 115
leaf_count=89 69 75 47 47 58 54 105 46 46 76 54 52 63 206 46 75 57 2380 115
internal_value=0 -0.000379474 0.000274553 0.00226316 0.00433734 -2.54147e-05 -0.000555762 0.00113667 0.00314791 -8.33007e-05 -0.00012142 0.000235577 0.00188068 -0.000832478 0.000164818 0.000117425 5.04922e-05 0.000114017 0.000188817
internal_weight=0 846 2914 152 105 777 534 243 92 151 480 426 168 258 2762 2716 2627 2570 2495
internal_count=3760 846 2914 152 105 777 534 243 92 151 480 426 168 258 2762 2716 2627 2570 2495
is_linear=0
shrinkage=0.0995203


Tree=2454
num_leaves=35
num_cat=0
split_feature=18 1 18 6 2 2 18 21 3 3 26 3 3 3 26 1 2 0 1 3 3 1 3 20 1 21 3 1 1 18 8 8 6 1
split_gain=0.0230142 0.110459 0.266096 0.0817971 0.0712774 0.0810693 0.073117 0.144905 0.0658539 0.0851568 0.0542137 0.0937729 0.159556 0.130762 0.112689 0.107194 0.221759 0.17398 0.091099 0.163777 0.0871938 0.0512457 0.116331 0.0456598 0.128419 0.0858977 0.112508 0.0760028 0.125466 0.095476 0.0823114 0.130692 0.115155 0.0513565
threshold=0.088735000000000022 -0.079434999999999992 0.091330000000000008 0.089165000000000022 -0.081204999999999986 -0.080069999999999988 0.09679500000000002 0.087625000000000022 0.08666500000000002 0.10457000000000002 0.085790000000000019 0.08708500000000001 0.088285000000000016 0.088745000000000032 0.089365000000000014 -0.084204999999999988 -0.086050000000000001 -0.084534999999999985 -0.093734999999999999 0.089535000000000017 0.084550000000000028 -0.072579999999999992 0.10486500000000003 0.0050750000000000005 -0.0090649999999999984 0.10940500000000002 0.11492500000000001 -0.080349999999999991 -0.09225499999999999 -0.16233499999999998 -0.092984999999999998 -0.26194999999999996 -0.0087049999999999992 0.10539000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 -3 -6 7 -7 -4 -10 23 15 14 -14 -13 16 17 -12 -15 -20 -17 -8 -23 25 -25 27 -27 28 29 -1 31 -29 -32 -26
right_child=1 4 3 -5 5 6 21 -9 9 -11 11 12 13 18 -16 20 -18 -19 19 -21 -22 22 -24 24 33 26 -28 30 -30 -31 32 -33 -34 -35
leaf_value=0.0037993207735032841 -0.0083795120953590353 0.0031750326951355975 -0.0020916487563045704 -0.0029066016070439203 -0.0039725004206826869 0.0062179002855613568 0.0018366950802607663 -0.0013393811157650449 0.0053617508037599451 -0.00052200602423394763 0.0074557910577819075 -0.00027168178327378808 0.0058127921671167438 0.0037396595364349245 -0.0071832872060396263 0.0010434028103516644 -0.0032270770805855969 -0.00074148550462128492 -0.0046445365991753234 0.00048908210124479635 0.0062697426721659592 -0.0035693027153596204 0.00078925014311157285 0.0049606024458609382 -0.0026799831568559661 -0.006376491090043881 3.7752874559609194e-05 -0.00013127804545193917 -0.004629153443013523 -0.0010733761339373727 -0.0006299432818214002 0.0059706225174293043 0.0025331759014207067 0.0014861609483354029
leaf_weight=47 52 82 47 87 46 55 84 46 49 48 56 48 46 73 46 51 82 47 67 756 85 103 147 63 59 52 56 77 86 260 595 63 141 58
leaf_count=47 52 82 47 87 46 55 84 46 49 48 56 48 46 73 46 51 82 47 67 756 85 103 147 63 59 52 56 77 86 260 595 63 141 58
internal_value=0 -0.000342094 -0.00194659 -0.000494939 0.000462975 0 0.000420775 0.00276787 0.000956423 0.00244176 0.000247285 0.0007072 0.000245806 0.000636693 -0.00366267 0.00219376 0.000629281 0.00370734 0.000370042 7.0162e-05 0.00431589 -0.000286523 -0.0010032 -0.000153027 0.00133665 -0.00034835 -0.00304301 -0.000118372 -0.00126875 -0.000324726 0.000396785 0.00260873 -2.28529e-05 -0.000607719
internal_weight=0 846 283 231 563 481 435 101 144 97 2914 1357 1036 942 94 321 185 103 896 823 136 334 250 1557 180 1377 108 1269 393 307 876 140 736 117
internal_count=3760 846 283 231 563 481 435 101 144 97 2914 1357 1036 942 94 321 185 103 896 823 136 334 250 1557 180 1377 108 1269 393 307 876 140 736 117
is_linear=0
shrinkage=0.0995203


Tree=2455
num_leaves=17
num_cat=0
split_feature=26 9 26 20 8 1 6 6 9 26 18 26 5 19 18 18
split_gain=0.0204167 0.047177 0.0447544 0.0930265 0.0959138 0.164982 0.0847891 0.134913 0.0907239 0.0734167 0.0724158 0.104989 0.192946 0.0577782 0.0811871 0.0534209
threshold=0.15583500000000003 0.11351500000000002 0.097125000000000031 -0.064180000000000001 -0.053049999999999993 -0.079250000000000001 0.089090000000000016 0.09278500000000002 0.097365000000000021 0.12043500000000003 0.24916000000000005 0.095150000000000026 0.057175000000000011 -0.016414999999999996 -0.40801999999999999 0.14607000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 -4 6 -6 9 -8 -9 -5 11 13 -13 -1 -15 -16
right_child=1 -3 3 4 5 -7 7 8 -10 -11 -12 12 -14 14 15 -17
leaf_value=-0.0027223478861438588 0.0028605267291415193 -0.00085884762038203734 0.0029017060503141378 -0.00408435292514481 -0.008053724537374499 -0.00032746600038609442 0.005167211201772666 -0.002652406976189512 0.0019475055706724362 0.00075527546339450671 -0.0030078542900492029 -0.00073340586765749925 0.0079174103075573491 0.0041305772418236972 9.3641303141153042e-05 0.0029811085654757145
leaf_weight=67 80 58 60 90 50 61 52 96 76 47 68 53 49 52 2736 65
leaf_count=67 80 58 60 90 50 61 52 96 76 47 68 53 49 52 2736 65
internal_value=0 0.00129138 5.752e-05 -0.000785264 -0.00125568 -0.00381514 -0.000466433 0.000723547 -0.000615128 -0.00241807 0.000202886 0.000275403 0.00341435 0.000165475 0.000233579 0.00016094
internal_weight=0 138 3622 532 472 111 361 224 172 137 3090 3022 102 2920 2853 2801
internal_count=3760 138 3622 532 472 111 361 224 172 137 3090 3022 102 2920 2853 2801
is_linear=0
shrinkage=0.0995203


Tree=2456
num_leaves=14
num_cat=0
split_feature=26 2 1 3 3 9 3 3 20 20 21 1 5
split_gain=0.0648774 0.0338346 0.0379382 0.100598 0.0478229 0.0850037 0.0664852 0.0767135 0.0383937 0.0431047 0.0333646 0.0651563 0.0330884
threshold=0.50635500000000022 0.50951500000000005 -0.12118 0.11360500000000003 0.10377500000000002 0.09550500000000002 0.093715000000000021 0.088685000000000028 -0.23803499999999997 -0.15398499999999998 -0.032929999999999994 -0.011714999999999998 -0.53715999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 -4 -10 11 -11 -12
right_child=-2 -3 8 -5 5 -7 -8 -9 9 10 12 -13 -14
leaf_value=-0.0011354098069520143 0.0032626646822633077 0.002459625078130898 -0.0020636849281112377 -0.0042289101013237686 0.003918048859045193 -0.0017199857306107427 -0.0035327348824966691 0.0034430363723818051 0.0030644593321428586 0.00083497769304705593 0.0024056842634767772 -0.0021130741122326775 0.00011497256285908105
leaf_weight=148 60 53 83 76 62 46 73 48 48 124 64 184 2678
leaf_count=148 60 53 83 76 62 46 73 48 48 124 64 184 2678
internal_value=0 -3.63072e-05 -7.29343e-05 -0.000925123 -0.000256936 0.00150908 -0.000969013 -9.98045e-06 4.81669e-05 0.000105011 5.81674e-05 -0.000923538 0.000168738
internal_weight=0 3687 3634 453 377 108 269 196 3181 3098 3050 308 2742
internal_count=3747 3687 3634 453 377 108 269 196 3181 3098 3050 308 2742
is_linear=0
shrinkage=0.0995203


Tree=2457
num_leaves=15
num_cat=0
split_feature=4 9 4 4 0 5 5 5 9 5 3 3 27 2
split_gain=0.0644336 0.0421482 0.0428 0.195554 0.125992 0.101124 0.246341 0.177994 0.147314 0.0878453 0.0852699 0.0814714 0.0449065 0.0681859
threshold=0.15615500000000004 -0.26414499999999996 0.086380000000000026 0.088720000000000021 -0.19126499999999999 -0.0050400000000000002 0.040570000000000016 -0.079124999999999987 -1.0000000180025095e-35 -0.40421499999999994 0.081225000000000019 0.10636500000000003 -0.015455 -0.0083149999999999995
decision_type=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 -5 -6 -8 -12 -14
right_child=-2 2 3 5 10 6 11 8 -10 -11 12 -13 13 -15
leaf_value=0.0027808671114707352 0.0036376747272281796 0.0047475872170928317 -0.0067924350929612727 0.00037619909170373913 -0.0040940336553646527 -0.0082803024398235055 -0.002678479212089377 0.00065971301278973111 0.0079510967785837178 -0.002878668695431923 0.0028589084507005293 0.0012044665105701573 0.00015651725272729323 -0.0020856983283659763
leaf_weight=52 48 57 49 323 49 49 94 60 51 110 57 124 2482 142
leaf_count=52 48 57 49 323 49 49 94 60 51 110 57 124 2482 142
internal_value=0 -3.20924e-05 -7.24249e-05 -0.000686304 0.000116709 -0.000316367 -0.00190321 0.000460968 0.00401719 -0.000448782 1.97209e-05 -0.000466076 9.52124e-05 3.48658e-05
internal_weight=0 3699 3647 860 2787 811 267 544 111 433 2730 218 2681 2624
internal_count=3747 3699 3647 860 2787 811 267 544 111 433 2730 218 2681 2624
is_linear=0
shrinkage=0.0995203


Tree=2458
num_leaves=16
num_cat=0
split_feature=4 23 0 4 27 3 0 2 2 21 2 4 5 5 5
split_gain=0.0522451 0.0355498 0.029345 0.07649 0.0468676 0.0438746 0.0968428 0.11795 0.0486281 0.230682 0.0503957 0.0417363 0.0792193 0.0597856 0.0222224
threshold=0.15615500000000004 0.086085000000000023 0.032270000000000014 0.11174500000000002 -0.032854999999999995 0.13345500000000002 -0.064494999999999983 -0.015714999999999996 0.14153500000000005 0.08846500000000003 -0.0023849999999999995 0.08167000000000002 0.13648000000000002 0.27608500000000008 -0.45822499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 -1 8 14 -8 10 -10 -6 12 -4 -13 -7
right_child=-2 -3 3 -5 5 6 7 -9 9 -11 -12 13 -14 -15 -16
leaf_value=0.0023956376553523999 0.0032756528331757081 0.0022776651412855266 0.00094136051584674805 -0.0046499624826639181 0.00011394045767684092 -0.0022741662522449964 -0.0028952188682661679 0.0036900481350017442 0.0071110834743294115 -0.0027432442362228088 -0.0012895007903970775 0.002918723784976332 -0.0045700674635324127 -0.00097819311437534061 -0.0053623598978806497
leaf_weight=80 48 65 50 48 2667 49 51 57 48 46 280 68 53 91 46
leaf_count=80 48 65 50 48 2667 49 51 57 48 46 280 68 53 91 46
internal_value=0 -2.88325e-05 -7.03133e-05 -0.000996408 1.58091e-05 -4.26274e-05 -0.00145933 0.000572759 5.16749e-05 0.00228005 -1.91254e-05 -0.000323929 -0.00188667 0.000683265 -0.00377812
internal_weight=0 3699 3634 310 3324 3244 203 108 3041 94 2947 262 103 159 95
internal_count=3747 3699 3634 310 3324 3244 203 108 3041 94 2947 262 103 159 95
is_linear=0
shrinkage=0.0995203


Tree=2459
num_leaves=11
num_cat=0
split_feature=26 0 18 3 2 9 29 9 8 9
split_gain=0.0530964 0.0343888 0.0562589 0.0546664 0.051597 0.0316611 0.0348539 0.031499 0.0634358 0.057395
threshold=0.50635500000000022 0.11291000000000002 -0.057764999999999997 0.10669500000000003 0.50951500000000005 0.14805500000000002 -0.085039999999999991 0.11479000000000002 -0.049499999999999995 0.11076000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1 9 -9 -8
right_child=-2 2 3 -5 -6 -7 7 8 -10 -11
leaf_value=0.0022790727193454812 0.0029488228465741856 -0.0040318544349276153 0.0016845626777456529 -0.0025339380123310345 0.0033079205949189238 -0.002091726108816019 -1.787182836318849e-05 0.0039240432966255968 -0.00074109246455839495 -0.0033836614629775934
leaf_weight=67 60 55 68 55 47 71 3158 58 57 51
leaf_count=67 60 55 68 55 47 71 3158 58 57 51
internal_value=0 -3.56342e-05 -0.00138522 -0.000195104 3.25924e-05 -1.16369e-05 3.16741e-05 -1.33792e-05 0.00160464 -7.16188e-05
internal_weight=0 3687 178 123 3509 3462 3391 3324 115 3209
internal_count=3747 3687 178 123 3509 3462 3391 3324 115 3209
is_linear=0
shrinkage=0.0995203


Tree=2460
num_leaves=29
num_cat=0
split_feature=0 5 0 1 1 0 5 17 17 17 17 17 17 0 0 17 1 2 17 1 6 26 0 26 26 0 0 19
split_gain=0.0495681 0.102644 0.0991806 0.116791 0.340165 0.114043 0.176321 0.411035 0.112389 0.241927 0.147307 0.124707 0.0824401 0.0673989 0.0804345 0.0530259 0.0520474 0.142756 0.162805 0.0778323 0.0552153 0.0481429 0.0864648 0.0732239 0.0503122 0.0472518 0.0645627 0.0466674
threshold=-0.084474999999999995 -0.091229999999999992 -0.085794999999999996 -0.018369999999999997 -0.082489999999999994 -0.087394999999999987 -0.0091849999999999987 -0.0088649999999999996 -0.053765 -0.022884999999999999 -0.079754999999999993 -0.092124999999999999 -0.0090649999999999984 -0.083589999999999984 -0.082794999999999994 -0.012064999999999999 0.0033150000000000007 -0.082704999999999987 -0.0023699999999999997 0.039665000000000013 -0.0040799999999999994 0.12753500000000004 -0.070664999999999992 0.12086000000000002 0.11819500000000002 -0.094139999999999988 -0.100285 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 2 2 2 2 2
left_child=1 16 5 4 -4 8 7 -7 10 -10 11 -3 -11 15 -15 -2 17 -1 -19 -18 25 23 -23 24 27 26 -21 -16
right_child=13 2 3 -5 -6 6 -8 -9 9 12 -12 -13 -14 14 21 -17 19 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=-0.002320348844500518 0.00021431599191252683 0.00067330781202747678 0.00028066008273136322 -4.1506567798720176e-05 -0.011143396301755211 -0.007206383922645318 0.0069230890592525294 0.0056935329290545228 -0.0090246844295116223 0.0015824801012129762 0.0048151044037640194 -0.0038613047300809439 -0.0023855863603940652 -0.0027773548531230289 0.00059333804773395243 0.0047247863502218289 -0.0035978402768829451 0.0068908636087154102 0.00037002163126449012 2.9682087135774177e-05 0.0030051635253278176 0.0017140155870498117 -0.0038316640209384127 0.0043019161331468922 -0.0028156115573723479 0.0025761078774662136 -0.003843964629990817 -0.0015456452210454736
leaf_weight=60 46 180 52 68 51 47 47 51 48 70 55 90 198 86 1526 60 55 71 82 324 67 46 70 48 48 58 49 108
leaf_count=60 46 180 52 68 51 47 47 51 48 70 55 90 198 86 1526 60 55 71 82 324 67 46 70 48 48 58 49 108
internal_value=0 -0.000393944 -0.00108142 -0.00325463 -0.00536797 -0.000607578 0.00191073 -0.000484809 -0.00117852 -0.00251506 0.000118489 -0.000835198 -0.0013461 0.000331191 0.00019668 0.00277514 0.000463881 0.00178579 0.00340138 -4.37995e-05 0.000347072 0.000335675 -0.00162546 0.000467646 0.000357739 -6.42362e-05 -0.000476994 0.00045146
internal_weight=0 1723 957 171 103 786 145 98 641 316 325 270 268 2038 1932 106 766 213 153 553 498 1846 116 1730 1682 431 373 1634
internal_count=3761 1723 957 171 103 786 145 98 641 316 325 270 268 2038 1932 106 766 213 153 553 498 1846 116 1730 1682 431 373 1634
is_linear=0
shrinkage=0.0995203


Tree=2461
num_leaves=31
num_cat=0
split_feature=0 5 1 3 2 8 3 3 0 3 1 3 2 3 3 1 4 4 18 20 8 8 0 4 17 17 0 0 3 3
split_gain=0.0401755 0.0832385 0.0868947 0.218969 0.209917 0.17455 0.117468 0.112409 0.174465 0.0685731 0.131 0.0476467 0.0802122 0.0557391 0.0930267 0.0560171 0.0556546 0.112011 0.0904143 0.169997 0.178593 0.0456007 0.044133 0.0447408 0.0532863 0.195365 0.162554 0.103945 0.0987961 0.0415902
threshold=-0.084474999999999995 -0.091229999999999992 -0.085574999999999998 0.084685000000000024 -0.086304999999999993 -0.085605000000000001 0.085795000000000024 0.086605000000000029 -0.085349999999999995 0.16149500000000003 0.0047600000000000012 0.10377500000000002 -0.035314999999999992 0.11252000000000002 0.14166500000000004 0.41897000000000012 0.077430000000000013 0.091430000000000025 0.090795000000000028 -0.076664999999999997 -0.081669999999999993 -0.086064999999999989 -0.084084999999999993 0.13752500000000004 -0.022884999999999999 -0.036600000000000001 -0.082794999999999994 -0.082604999999999998 0.085965000000000028 0.11275500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 21 -4 -5 -8 -9 22 -11 16 29 -14 15 -15 18 -18 19 -1 -21 -3 -2 24 25 27 -26 -24 -28 -13
right_child=9 2 3 6 -6 -7 7 8 -10 10 -12 12 13 14 -16 -17 17 -19 -20 20 -22 -23 23 -25 26 -27 28 -29 -30 -31
leaf_value=-0.00065780765461007768 0.0034400239145852304 0.00046441097252798762 -0.0018054044147433144 0.0027058199684907571 0.0061235428428277816 -0.0097035637351906377 -0.0052764931860081743 -0.00012788332897398306 -0.0058232766847010186 0.0012972594025247443 -0.0061239146173845344 -0.0050237046305126355 0.0034667681546116541 -0.0046981624932046512 0.0029411615347022958 0.00017056969930028884 -0.00299260884821856 0.0023897185745759115 -0.00099252700908333976 0.0019940458253634163 0.0091198631456241262 -0.0036817118451712393 0.0044137550299825018 0.0032026561082799969 -0.004365006763599414 0.0068211581340193624 -0.0029155493816620955 0.00016671313345961047 0.00058287012340433513 -0.00093415966523743442
leaf_weight=87 47 56 60 86 55 52 61 478 60 48 46 47 50 47 53 46 83 71 84 86 59 49 61 53 88 50 91 897 657 53
leaf_count=87 47 56 60 86 55 52 61 478 60 48 46 47 50 47 53 46 83 71 84 86 59 49 61 53 88 50 91 897 657 53
internal_value=0 -0.000354597 -0.00097371 -0.00139907 0.00113999 -0.00547972 -0.000730671 -0.00122542 -0.000764579 0.000298231 -0.00232567 0.000417822 -0.000569438 0.000597302 -0.000379785 -0.00228117 0.00104133 -0.00050583 0.00179791 0.00281177 0.00489916 -0.00146265 0.000425528 0.00035041 0.000267987 0.000755433 -0.000318768 0.000437995 0.000156166 -0.00286443
internal_weight=0 1723 957 797 160 112 685 599 538 2038 94 766 296 196 146 93 470 154 316 232 145 105 1944 1897 1844 1008 836 958 748 100
internal_count=3761 1723 957 797 160 112 685 599 538 2038 94 766 296 196 146 93 470 154 316 232 145 105 1944 1897 1844 1008 836 958 748 100
is_linear=0
shrinkage=0.0995203


Tree=2462
num_leaves=30
num_cat=0
split_feature=0 3 1 18 26 18 1 9 2 2 21 0 0 6 2 2 3 3 2 2 1 8 2 21 0 3 21 3 8
split_gain=0.0326007 0.0555747 0.106258 0.0456568 0.133569 0.262421 0.130225 0.178213 0.0941248 0.182642 0.151482 0.0421687 0.0669594 0.0503304 0.0451777 0.125695 0.0939879 0.140481 0.125816 0.0812468 0.0785575 0.0414292 0.0832229 0.17252 0.0910939 0.0563432 0.163049 0.0515708 0.0290993
threshold=-0.084474999999999995 0.16149500000000003 0.0047600000000000012 -1.0000000180025095e-35 0.088245000000000032 -0.026374999999999999 -0.085184999999999997 0.083715000000000026 -0.087444999999999995 -0.085944999999999994 -0.080634999999999998 -0.083589999999999984 -0.082794999999999994 0.086520000000000027 -0.082954999999999987 -0.08569499999999998 0.091225000000000014 0.092395000000000019 -0.080329999999999999 -0.088554999999999995 -0.082344999999999988 -0.409445 0.097745000000000012 0.10198500000000002 -0.19631499999999999 0.10749000000000002 0.10254500000000003 0.10057000000000002 -0.51030999999999993
decision_type=2 2 2 2 2 2 2 2 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 6 -6 7 -1 -8 -10 -11 13 -13 -2 15 19 18 -18 -16 -14 -17 28 24 -24 -23 27 -27 -26 -5
right_child=1 2 -4 21 5 -7 8 -9 9 10 -12 12 14 -15 16 20 17 -19 -20 -21 -22 22 23 -25 25 26 -28 -29 -30
leaf_value=-0.001639227231209882 0.00030925797689636177 0.001168155809779537 -0.0055144611555437159 -0.0001579027701938743 9.0195121394415285e-05 -0.0088135501430780892 0.0019723464405250711 0.006264440489429376 -0.0067831130058169826 0.0033947028152599389 -0.0020317551231621637 -0.0024378372479824271 -0.00027200681257758533 0.0046997356706566561 0.0053620618607763786 -0.00062752708535990947 -0.0050057618038215727 0.00054063439539338439 0.00096453133673283142 0.0027784876861686632 -0.0057160776561929307 -0.0043512669312797715 0.0051988516616721442 -0.0021127628366043368 0.0001550569824496401 -0.0048191606322115733 0.002426312141647484 0.0026133756357003602 -0.0036979874263691911
leaf_weight=51 57 48 46 47 75 58 81 63 60 67 212 86 378 48 91 61 48 780 223 112 60 47 88 50 552 73 53 100 46
leaf_count=51 57 48 46 47 75 58 81 63 60 67 212 86 378 48 91 61 48 780 223 112 60 47 88 50 552 73 53 100 46
internal_value=0 0.000268671 -0.00209335 -0.000319402 -0.000964104 -0.00378649 -0.000259618 0.00272141 -0.0010707 -0.00180022 -0.000725693 0.000383305 0.000272046 0.00232413 0.000405457 -0.000284273 0.000775197 0.000218115 0.00224158 0.000423579 -0.00315754 8.70358e-05 0.000281491 0.00254378 -9.59365e-05 0.000160082 -0.00176496 0.000533355 -0.00191772
internal_weight=0 2038 94 1723 667 133 534 114 420 339 279 1944 1839 105 1753 611 1142 828 314 490 121 1056 963 138 825 778 126 652 93
internal_count=3761 2038 94 1723 667 133 534 114 420 339 279 1944 1839 105 1753 611 1142 828 314 490 121 1056 963 138 825 778 126 652 93
is_linear=0
shrinkage=0.0995203


Tree=2463
num_leaves=22
num_cat=0
split_feature=9 9 3 19 2 19 35 2 26 26 18 1 5 20 20 20 20 18 2 18 9
split_gain=0.0246886 0.0679049 0.116891 0.07718 0.0991595 0.069043 0.050247 0.0458775 0.03929 0.0640391 0.0391026 0.117831 0.089874 0.055874 0.114817 0.112239 0.10272 0.0661533 0.0915584 0.0432919 0.0406287
threshold=0.089105000000000018 0.088510000000000019 0.089535000000000017 0.11183000000000003 -0.07854499999999999 0.10671000000000001 -0.083194999999999991 -0.021165 0.12396500000000002 0.090930000000000025 0.12487500000000003 -0.068094999999999989 -0.043449999999999996 -0.079864999999999992 -0.077394999999999992 -0.082784999999999984 -0.091229999999999992 -0.089929999999999996 -0.083344999999999989 -0.077844999999999998 0.095785000000000023
decision_type=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 -1 10 9 -8 13 -12 -13 15 -15 16 20 18 -16 -19 -2
right_child=7 2 -4 4 -6 -7 8 -9 -10 -11 11 12 -14 14 17 -17 -18 19 -20 -21 -22
leaf_value=0.0029467369029306423 -0.0035668969894668062 0.0008070442118290733 -0.0061305806731269908 0.0059357810870320398 -0.00011265705243910382 -0.0038100171595354475 -0.00029241338264179677 -0.002403428105975301 -0.0025858259557110441 0.001964024345313853 -0.004872027714711364 -0.0017866209727528354 0.0041694545743784454 0.0052095800566783384 0.0013491362692344938 -0.0050433612222592463 0.0040913068320020448 0.0034606725305430198 -0.002932138146635252 0.00083148372575500605 0.00027579245691872174
leaf_weight=51 46 46 50 47 62 52 1762 59 67 134 53 55 46 58 91 49 51 68 108 740 66
leaf_count=51 46 46 50 47 62 52 1762 59 67 134 53 55 46 58 91 49 51 68 108 740 66
internal_value=0 -0.000207199 -0.00279778 -9.24798e-05 0.00248788 -0.000229013 -0.000136148 0.000314126 -0.00021666 -0.000132508 0.000426743 -0.00106939 0.000917943 0.000607811 0.000901894 -0.000865682 0.000385164 0.000652972 -0.000970256 0.00105377 -0.00129515
internal_weight=0 2271 96 2175 109 2066 2014 1490 1963 1896 1431 154 101 1277 1065 212 163 1007 199 808 112
internal_count=3761 2271 96 2175 109 2066 2014 1490 1963 1896 1431 154 101 1277 1065 212 163 1007 199 808 112
is_linear=0
shrinkage=0.0995203


Tree=2464
num_leaves=16
num_cat=0
split_feature=1 3 6 26 0 26 20 3 20 5 20 6 26 3 0
split_gain=0.0624488 0.0341577 0.177669 0.0438126 0.054323 0.037617 0.0477982 0.0756244 0.0481994 0.124304 0.0694803 0.0352375 0.0603898 0.0601883 0.127804
threshold=-0.55579999999999996 0.083875000000000019 0.086275000000000032 -0.22491999999999998 -0.083514999999999992 -0.14224499999999998 -0.14946999999999996 0.10850000000000003 -0.080324999999999994 -0.54165499999999989 -0.081564999999999985 0.082725000000000021 0.08425500000000001 0.0040650000000000009 -0.073219999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 -3 -5 7 -7 10 -10 -8 12 13 14 -2
right_child=1 3 -4 5 -6 6 8 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=0.0034864552921356948 -0.0049131282152278452 0.00044521150186460303 -0.0058016522283382841 0.0028502492688613022 -0.0033249108511755917 0.0004558170497722026 0.00042907655638024501 -0.0047332825646195101 0.0046326541621612809 -0.0001942296959793359 0.0034849040326123681 0.0022647379296302896 -0.003717115946307397 0.0029248317116729304 0.0011753025499567583
leaf_weight=48 51 67 64 47 86 58 412 53 54 2449 90 54 48 58 103
leaf_count=48 51 67 64 47 86 58 412 53 54 2449 90 54 48 58 103
internal_value=0 -0.000126067 -0.00102245 -2.36392e-05 -0.00166859 5.56713e-05 1.32567e-05 -0.00201449 8.84309e-05 -8.97668e-05 0.000978565 -4.57379e-05 -0.000528755 0.000189277 -0.000835681
internal_weight=0 3694 378 3316 153 3163 3116 111 3005 2503 502 314 260 212 154
internal_count=3742 3694 378 3316 153 3163 3116 111 3005 2503 502 314 260 212 154
is_linear=0
shrinkage=0.0995203


Tree=2465
num_leaves=11
num_cat=0
split_feature=1 19 35 6 6 1 0 26 1 6
split_gain=0.0506359 0.0269896 0.0283127 0.0340607 0.085899 0.0800778 0.0979733 0.0384209 0.0343736 0.0325088
threshold=-0.55579999999999996 -0.15196499999999999 0.004000000000000001 -0.0048649999999999995 -0.0076549999999999995 0.15756500000000004 -0.15758999999999998 -0.23202999999999999 0.51334500000000016 0.10449000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 -5 -3 -9 -8
right_child=1 2 -4 5 -6 -7 9 8 -10 -11
leaf_value=0.0031394826748470045 -0.0024341459371754249 -0.0020844158832079586 -0.0025357535411358271 -0.0047765387938809691 0.0042013561741500996 0.0033777551603899622 -0.00056617377779164197 0.00011249927656504628 0.0019331606096472849 0.00052723201799913212
leaf_weight=48 49 74 46 51 53 55 1345 1575 110 336
leaf_count=48 49 74 46 51 53 55 1345 1575 110 336
internal_value=0 -0.000113433 -8.20107e-05 -5.04211e-05 0.000253354 -0.000358904 -0.000478035 0.000133932 0.000231841 -0.000347136
internal_weight=0 3694 3645 3599 1812 1787 1732 1759 1685 1681
internal_count=3742 3694 3645 3599 1812 1787 1732 1759 1685 1681
is_linear=0
shrinkage=0.0995203


Tree=2466
num_leaves=16
num_cat=0
split_feature=1 3 6 10 5 3 8 3 6 6 4 5 5 8 3
split_gain=0.0410593 0.0259955 0.140282 0.0358553 0.0792866 0.0299843 0.122308 0.0590707 0.0531106 0.0298694 0.0605296 0.0367539 0.0600472 0.0259647 0.0218978
threshold=-0.55579999999999996 0.083875000000000019 0.086275000000000032 0.09056500000000002 0.63223000000000018 0.084735000000000019 -0.084514999999999993 0.085035000000000013 0.085465000000000027 0.082725000000000021 0.079355000000000023 -0.14653999999999998 -0.47386999999999996 0.20353000000000004 -0.018634999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 6 8 -7 -3 10 -2 12 -12 -9 -13
right_child=1 3 -4 -5 -6 7 -8 13 -10 -11 11 14 -14 -15 -16
leaf_value=0.0028270406835317701 -0.0036130524835656062 0.0021025305392337796 -0.0051307308375578573 0.0023774614781027379 -0.0036728538878746568 -0.0029202541263661018 0.0054294483419078778 5.51831971473189e-05 -0.0021925802614090112 0.0021112155890695952 0.0013617436005291484 0.00020962767278537563 -0.0031040554731114924 -0.0017198741626603849 0.0033007326884440433
leaf_weight=48 49 48 64 61 59 70 50 2874 70 54 59 46 60 84 46
leaf_count=48 49 48 64 61 59 70 50 2874 70 54 59 46 60 84 46
internal_value=0 -0.000102122 -0.000884094 -1.27358e-05 -5.77806e-05 8.69961e-06 0.00130306 -6.28438e-05 -0.000438479 -1.59297e-05 -0.00046087 0.000267274 -0.000883041 4.49911e-06 0.00176408
internal_weight=0 3694 378 3316 3255 3196 168 3028 118 314 260 211 119 2958 92
internal_count=3742 3694 378 3316 3255 3196 168 3028 118 314 260 211 119 2958 92
is_linear=0
shrinkage=0.0995203


Tree=2467
num_leaves=15
num_cat=0
split_feature=1 3 19 7 27 18 20 17 17 2 2 2 3 9
split_gain=0.0332933 0.0236744 0.0933357 0.0493408 0.173403 0.0602843 0.0474154 0.048461 0.0465957 0.0686952 0.0748793 0.0625733 0.0475217 0.0425017
threshold=-0.55579999999999996 0.11926500000000002 -0.050215000000000003 0.078295000000000017 0.077515000000000014 -0.227635 -0.14946999999999996 0.6218950000000002 0.16421000000000005 0.25779000000000007 0.10674000000000002 -0.0072299999999999994 0.14721500000000004 -0.20504500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -4 -7 -8 9 10 11 12 -3 -11
right_child=1 8 3 4 -6 6 7 -9 -10 13 -12 -13 -14 -15
leaf_value=0.0025456928410638514 -0.003550088323326323 0.00018990620033113216 0.003202581154851059 -0.005882448018564774 0.0021954444515291014 -0.002580876465475597 2.8059600267855269e-05 -0.0029546906920991838 0.0033900466134593296 0.0001691254939360951 0.0043709697404123605 -0.002509041903434454 0.0033879551857426511 -0.0038186377428104617
leaf_weight=48 80 181 56 58 48 74 2808 55 51 48 52 63 62 58
leaf_count=48 80 181 56 58 48 74 2808 55 51 48 52 63 62 58
internal_value=0 -9.19146e-05 -0.000193509 -0.000106595 -0.00221681 -3.15865e-05 -9.35314e-05 -2.8955e-05 0.000533619 0.000217894 0.000878396 0.000282211 0.00100924 -0.00200514
internal_weight=0 3694 3179 3099 106 2993 2937 2863 515 464 358 306 243 106
internal_count=3742 3694 3179 3099 106 2993 2937 2863 515 464 358 306 243 106
is_linear=0
shrinkage=0.0995203


Tree=2468
num_leaves=11
num_cat=0
split_feature=6 11 4 4 4 2 5 6 4 0
split_gain=0.0599684 0.0604387 0.0592725 0.0656563 0.0397868 0.0353472 0.0780259 0.0676525 0.100685 0.0388441
threshold=0.14653500000000005 -0.23394000000000001 0.14646500000000004 0.13752500000000004 0.085065000000000016 -0.22383 0.62404000000000015 -0.425425 0.11670500000000002 0.042275000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -2 6 -3 8 -7 -9
right_child=4 2 -4 -5 -6 7 -8 9 -10 -11
leaf_value=0.0030636294082702943 -0.00045144727519835759 0.0046037760375850136 -0.0032785241648552472 0.0036834922590978816 -0.0038679028071959163 -0.0059522540223560074 -0.00060631238180496787 0.00019187214473278191 8.2639081790605206e-05 -0.0013756784365608721
leaf_weight=69 77 53 51 51 61 46 61 3036 67 165
leaf_count=69 77 53 51 51 61 46 61 3036 67 165
internal_value=0 0.000146243 8.89858e-05 0.000138587 -0.00196755 8.56086e-05 0.00180874 2.60866e-05 -0.0023668 0.000110815
internal_weight=0 3599 3530 3479 138 3428 114 3314 113 3201
internal_count=3737 3599 3530 3479 138 3428 114 3314 113 3201
is_linear=0
shrinkage=0.0995203


Tree=2469
num_leaves=10
num_cat=0
split_feature=4 21 12 27 18 19 1 18 36
split_gain=0.0573902 0.073547 0.0400324 0.0409996 0.0311069 0.0951757 0.0976119 0.0592783 0.0366054
threshold=0.15615500000000004 0.16638500000000003 0.097490000000000021 -0.090764999999999998 -0.15202999999999997 0.0069650000000000016 0.054560000000000004 -0.1394 0.089700000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -6 -9
right_child=-2 -3 -4 4 7 -7 -8 8 -10
leaf_value=0.002630918983228989 0.0034102729670926792 -0.0037751063671217205 0.0028933833264831975 -0.0016437635546517734 0.0035037122381540043 -0.0042301758417470784 0.0030680066571184606 6.2524060284050334e-05 -0.0023987015670612088
leaf_weight=59 50 50 49 118 49 69 69 3163 61
leaf_count=59 50 50 49 118 49 69 69 3163 61
internal_value=0 1.55182e-05 6.78553e-05 2.90399e-05 -1.4228e-05 -0.00107091 9.04267e-05 6.81713e-05 1.57023e-05
internal_weight=0 3687 3637 3588 3529 256 187 3273 3224
internal_count=3737 3687 3637 3588 3529 256 187 3273 3224
is_linear=0
shrinkage=0.0995203


Tree=2470
num_leaves=16
num_cat=0
split_feature=6 18 4 8 11 18 4 18 18 2 2 17 18 2 4
split_gain=0.048152 0.0732395 0.0469991 0.0571597 0.0291693 0.0307051 0.145719 0.169521 0.14544 0.137791 0.120316 0.0993083 0.0785044 0.0482275 0.0209595
threshold=0.14653500000000005 0.14808000000000004 0.13752500000000004 -0.076704999999999995 -0.15300499999999997 -0.050324999999999995 0.10739000000000003 -0.064960000000000004 -0.025079999999999998 -0.070724999999999996 -0.086304999999999993 0.4039100000000001 -0.019539999999999998 0.11804000000000002 0.14699000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 14 -1 6 7 11 9 10 -7 -6 -10 -14 -4
right_child=1 -3 3 -5 5 8 -8 -9 12 -11 -12 -13 13 -15 -16
leaf_value=-0.0023097312159712164 -5.8374820763616713e-05 -0.0048589643200832675 0.0019571618557398859 0.0046524487270856833 -0.00058206572608908999 0.0022096059363225476 0.0049889028893085182 -0.0064717745090274396 -0.0036247208754083462 -0.00081602315863785885 0.0090920794357073793 0.0029416039151878891 0.0003333892432600412 -0.0014224666400473162 -0.0010258233776352669
leaf_weight=51 89 49 46 49 998 55 49 46 55 54 47 86 1847 169 47
leaf_count=51 89 49 46 49 998 55 49 46 55 54 47 86 1847 169 47
internal_value=0 -0.00176887 0.000125259 0.0018999 5.21267e-05 8.77325e-05 -0.000322604 -0.000553651 0.000305337 0.00323584 0.00538897 -0.000301757 8.41989e-05 0.000185791 0.00044083
internal_weight=0 138 3599 142 3457 3406 1179 1130 2227 156 102 1084 2071 2016 93
internal_count=3737 138 3599 142 3457 3406 1179 1130 2227 156 102 1084 2071 2016 93
is_linear=0
shrinkage=0.0995203


Tree=2471
num_leaves=9
num_cat=0
split_feature=4 21 9 3 27 8 9 29
split_gain=0.0478576 0.0541295 0.0326808 0.0342005 0.032509 0.0508388 0.0357883 0.0332352
threshold=0.15615500000000004 0.16638500000000003 -0.26414499999999996 -0.14674999999999996 -0.090764999999999998 0.10851500000000001 0.10054500000000002 -0.08570499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 -6
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=0.0025299014435849667 0.003107865520858134 -0.0032440984924313838 0.0022967126439691603 0.0022914550800989001 0.0020107403304768677 -0.0038024758823286984 -0.00028730352027856967 -4.2376085462455569e-05
leaf_weight=52 50 50 64 59 80 60 56 3266
leaf_count=52 50 50 64 59 80 60 56 3266
internal_value=0 7.84872e-06 5.27803e-05 1.66216e-05 -2.45904e-05 -6.42973e-05 -0.00211255 6.46754e-06
internal_weight=0 3687 3637 3585 3521 3462 116 3346
internal_count=3737 3687 3637 3585 3521 3462 116 3346
is_linear=0
shrinkage=0.0995203


Tree=2472
num_leaves=16
num_cat=0
split_feature=19 3 3 8 8 8 8 1 20 1 17 3 27 1 4
split_gain=0.109982 0.0488535 0.0622737 0.0652638 0.0576684 0.102573 0.0786078 0.0950025 0.0442452 0.0806405 0.0988779 0.0659371 0.0453856 0.038813 0.0447053
threshold=-0.10411999999999999 0.13345500000000002 0.12212000000000002 -0.076554999999999998 0.10528000000000003 -0.057284999999999996 -0.10115999999999999 0.42491000000000007 -0.097769999999999996 -0.068094999999999989 -0.046254999999999998 0.092735000000000026 -0.086859999999999993 -0.52333999999999992 0.10495500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 5 6 7 -3 9 -2 -11 -12 -10 -14 -15
right_child=1 4 3 -5 -6 -7 -8 -9 12 10 11 -13 13 14 -16
leaf_value=0.0039553660107044496 -0.002124454083467868 -0.0027596001893656352 0.0049259582243305639 0.00021806399553249547 -0.0044031953337414472 0.0019544438134169242 -0.0047885615187891377 0.0029821616562383689 -0.0033833673633624139 0.0057116430034560026 -0.0015382444505622176 0.0028900382290553126 -0.0029012252087138824 -0.00031088199533504002 0.0010098407137501114
leaf_weight=64 58 75 49 73 52 91 69 46 46 54 67 66 53 2608 281
leaf_count=64 58 75 49 73 52 91 69 46 46 54 67 66 53 2608 281
internal_value=0 -0.000205409 -9.10327e-05 0.00211565 -0.0013553 -0.000788357 -0.00210632 -0.000570016 -0.000174557 0.0011105 0.00211823 0.000653094 -0.000280199 -0.0002314 -0.000182138
internal_weight=0 3688 3355 122 333 281 190 121 3233 245 187 133 2988 2942 2889
internal_count=3752 3688 3355 122 333 281 190 121 3233 245 187 133 2988 2942 2889
is_linear=0
shrinkage=0.0995203


Tree=2473
num_leaves=10
num_cat=0
split_feature=19 0 7 4 26 2 17 26 7
split_gain=0.0891823 0.0557769 0.0499056 0.0601333 0.0358059 0.086255 0.110982 0.0567855 0.0390779
threshold=-0.10411999999999999 0.16362500000000005 -0.15564499999999998 0.15340500000000004 0.11326500000000002 -0.081864999999999993 -0.036600000000000001 0.10924500000000002 0.099030000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 -7 8 -4
right_child=1 -3 3 -5 5 6 -8 -9 -10
leaf_value=0.0035617271819760802 0.0027066333300387771 -0.0034539965160907899 -3.3893378502706258e-05 -0.003452767110185375 0.0025686776162034924 -0.0044789613025532663 -0.00043880921571048124 0.0034063211510231141 -0.0028672753444523346
leaf_weight=64 60 51 3056 55 55 98 217 47 49
leaf_count=64 60 51 3056 55 55 98 217 47 49
internal_value=0 -0.000184966 -0.000138901 -0.00018686 -0.000135627 -0.00106184 -0.00169834 -2.66426e-05 -7.88707e-05
internal_weight=0 3688 3637 3577 3522 370 315 3152 3105
internal_count=3752 3688 3637 3577 3522 370 315 3152 3105
is_linear=0
shrinkage=0.0995203


Tree=2474
num_leaves=15
num_cat=0
split_feature=19 21 3 19 23 0 6 27 18 18 4 18 2 29
split_gain=0.0723184 0.0503555 0.0646522 0.0582289 0.0862396 0.068261 0.0835234 0.050003 0.0412714 0.0796141 0.0619057 0.0567815 0.212094 0.0368422
threshold=-0.10411999999999999 0.15544000000000005 0.13345500000000002 0.018075000000000004 -0.017849999999999998 -0.062294999999999996 -0.047249999999999993 -0.038765000000000001 -0.096219999999999986 -0.10726999999999999 0.10098000000000003 -0.089024999999999993 -0.085944999999999994 -0.085754999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 -4 -6 -7 -2 9 10 -9 12 -10 -13
right_child=1 -3 3 -5 5 6 -8 8 11 -11 -12 13 -14 -15
leaf_value=0.0032072635776965058 -0.0030970723912983125 0.0024023797368382949 0.0012475115423764397 0.0010236160045025272 -0.0010564740905707919 -0.0077486764916624368 -0.0021600591062747774 -0.00038467632577252547 -0.0052757381056229066 0.0035953515447471845 0.0033153956424130373 -0.002702536521351924 0.0010562789914722675 -9.9412955885204548e-07
leaf_weight=64 54 74 51 64 75 54 53 288 94 85 53 51 118 2574
leaf_count=64 54 74 51 64 75 54 53 288 94 85 53 51 118 2574
internal_value=0 -0.000166603 -0.000219431 -0.00162631 -0.0023577 -0.00337244 -0.00498814 -9.32148e-05 -4.32524e-05 0.000869799 0.000188008 -0.000180644 -0.00174745 -5.37931e-05
internal_weight=0 3688 3614 297 233 182 107 3317 3263 426 341 2837 212 2625
internal_count=3752 3688 3614 297 233 182 107 3317 3263 426 341 2837 212 2625
is_linear=0
shrinkage=0.0995203


Tree=2475
num_leaves=8
num_cat=0
split_feature=19 0 7 4 20 18 26
split_gain=0.0586429 0.0441889 0.0406439 0.0467396 0.0394841 0.0459229 0.040794
threshold=-0.10411999999999999 0.16362500000000005 -0.15564499999999998 0.15340500000000004 -0.23803499999999997 0.24916000000000005 0.11326500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6
right_child=1 -3 3 -5 5 -7 -8
leaf_value=0.002888075981568268 0.0024589334526587186 -0.0030597420016358337 0.0020370495255511347 -0.0030316416057466866 1.7555431091850589e-05 -0.0025011174426806718 -0.0011034109101663073
leaf_weight=64 60 51 83 55 2998 81 360
leaf_count=64 60 51 83 55 2998 81 360
internal_value=0 -0.000150044 -0.000109018 -0.000152321 -0.000107125 -0.000159112 -0.000102376
internal_weight=0 3688 3637 3577 3522 3439 3358
internal_count=3752 3688 3637 3577 3522 3439 3358
is_linear=0
shrinkage=0.0995203


Tree=2476
num_leaves=11
num_cat=0
split_feature=12 10 1 29 27 1 1 2 5 21
split_gain=0.0608445 0.0458975 0.0566859 0.0358852 0.0548107 0.0379231 0.122452 0.0511147 0.037284 0.000848425
threshold=0.094205000000000025 0.087605000000000016 -0.084059999999999996 0.097185000000000021 -0.079769999999999994 0.50644500000000015 0.41897000000000012 0.0066850000000000008 0.62404000000000015 0.091485000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 8 -7 -6 -5
right_child=-2 2 -4 9 5 7 -8 -9 -10 -11
leaf_value=-0.0033233254904791731 -0.0031459833808608795 0.0043543051353953748 -9.0135192709392582e-05 0.0023551425919317841 0.00010707365793850315 0 0.005230058602728271 -0.003905297584980939 -0.0023003067068596505 0.0016424311522614363
leaf_weight=48 57 56 57 46 3186 84 46 55 65 46
leaf_count=48 57 56 57 46 3186 84 46 55 65 46
internal_value=0 0.000130189 0.00210518 6.75512e-05 1.60841e-05 6.29731e-05 0.000131089 -0.0015468 5.8689e-05 0.00200769
internal_weight=0 3689 113 3576 3484 3436 3297 139 3251 92
internal_count=3746 3689 113 3576 3484 3436 3297 139 3251 92
is_linear=0
shrinkage=0.0995203


Tree=2477
num_leaves=19
num_cat=0
split_feature=12 8 0 9 5 3 4 6 6 21 6 6 6 0 22 21 6 18
split_gain=0.0493376 0.0407524 0.0635911 0.0986065 0.0796421 0.0460425 0.0365387 0.0353297 0.235141 0.0866133 0.070848 0.0618525 0.0579086 0.0567364 0.0551085 0.0530558 0.0560727 0.0368546
threshold=0.094205000000000025 0.041960000000000011 -0.066264999999999991 0.093335000000000015 -0.16926499999999997 0.096035000000000023 0.10373000000000003 -0.095814999999999997 -0.10032499999999998 0.10430500000000002 -0.12640499999999996 -0.092919999999999989 -0.091244999999999993 -0.117355 0.077155000000000015 0.10886500000000003 -0.14723999999999998 -0.022504999999999997
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 -4 -3 -6 -5 8 9 10 13 -9 -13 -1 17 -11 -17 -14
right_child=-2 2 3 6 5 -7 -8 11 -10 15 -12 12 14 -15 -16 16 -18 -19
leaf_value=0.0015021695082219641 -0.0028328944216295367 -0.0036420117941773681 0.0053226122257567536 -0.0012787598185188371 -0.0005814669001808089 0.003072084446959094 0.0022573550695364725 -0.0028253688825101561 0.0063951975760604797 0.0047780526236824898 -0.0032922089754423567 0.0032884577685121409 -0.00048362394558595511 -0.0011806054904515469 -0.0026694756059963136 0.0030615787770023584 -0.0014684105606610973 0.00029086236915317615
leaf_weight=134 57 49 71 54 77 61 62 83 64 48 85 50 1079 187 82 54 54 1395
leaf_count=134 57 49 71 54 77 61 62 83 64 48 85 50 1079 187 82 54 54 1395
internal_value=0 0.000117227 0.00110202 0.00240005 -0.000191628 0.00102758 0.000604176 5.87473e-06 0.000679474 2.71154e-05 -0.000737242 -0.000150635 -6.51315e-05 -5.81429e-05 -0.000131054 0.00202165 0.000789005 -4.6588e-05
internal_weight=0 3689 374 187 187 138 116 3315 626 562 406 2689 2606 321 2556 156 108 2474
internal_count=3746 3689 374 187 187 138 116 3315 626 562 406 2689 2606 321 2556 156 108 2474
is_linear=0
shrinkage=0.0995203


Tree=2478
num_leaves=17
num_cat=0
split_feature=11 8 1 20 6 1 5 26 6 17 5 2 18 2 8 17
split_gain=0.0415836 0.0433061 0.11398 0.0469032 0.0500389 0.0409233 0.0407497 0.0332577 0.0374693 0.0296367 0.0681828 0.128505 0.0366939 0.0797599 0.050331 0.027689
threshold=0.092640000000000014 0.041960000000000011 -0.49056499999999997 -0.0043699999999999998 -0.060679999999999998 -0.54365999999999992 -0.095609999999999987 -0.14224499999999998 -0.070010000000000003 0.42451000000000011 0.057175000000000011 -0.074679999999999983 0.11906500000000002 -0.080254999999999993 -0.10337499999999999 -0.30645999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1 -5 8 -7 12 11 -11 14 -14 -9 -8
right_child=-2 2 3 6 -6 7 15 9 -10 10 -12 -13 13 -15 -16 -17
leaf_value=-0.0027027955365520316 -0.002876091762824785 0.0046789151000245404 -0.00013137709614480334 0.0010483384689040371 0.0036355808326189202 0.0038596794607933917 -0.00054042199519741094 0.0011207286129289249 0.00018060225938219173 0.0002717351710539741 0.0019398087240554555 -0.0055979623453981534 0.0049317082541004489 0.00028451206046865721 -0.00019989258964715772 -0.0039799520485822096
leaf_weight=55 47 72 76 62 64 47 48 324 67 85 51 65 47 167 2423 46
leaf_count=55 47 72 76 62 64 47 48 324 67 85 51 65 47 167 2423 46
internal_value=0 0.000102488 0.001127 0.000260251 0.00158481 -1.04518e-05 -0.000923213 3.44995e-05 0.0017046 -2.54538e-05 -0.00119504 -0.00226634 5.3664e-05 0.00130898 -4.38315e-05 -0.00223231
internal_weight=0 3699 368 296 140 3331 156 3276 114 3162 201 150 2961 214 2747 94
internal_count=3746 3699 368 296 140 3331 156 3276 114 3162 201 150 2961 214 2747 94
is_linear=0
shrinkage=0.0995203


Tree=2479
num_leaves=9
num_cat=0
split_feature=35 4 12 4 4 8 1 26
split_gain=0.040191 0.0709778 0.0367229 0.0434339 0.042779 0.0349506 0.0836391 0.0489528
threshold=0.004000000000000001 0.15437000000000003 0.087445000000000023 0.13980000000000004 0.13584500000000002 0.10528000000000003 -0.054974999999999996 -0.092795000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=0.0016447545771939832 -0.0028645206049966805 0.003857764731965454 -0.002484088574938802 -0.002505525588106058 0.0030816285972394505 0.0049509881161316095 2.0553457011969414e-05 -6.9967210340793343e-05
leaf_weight=174 46 49 56 63 48 49 113 3148
leaf_count=174 46 49 56 63 48 49 113 3148
internal_value=0 9.50438e-05 4.43201e-05 8.39334e-05 0.000130353 8.94576e-05 0.00151691 1.96002e-05
internal_weight=0 3700 3651 3595 3532 3484 162 3322
internal_count=3746 3700 3651 3595 3532 3484 162 3322
is_linear=0
shrinkage=0.0995203


Tree=2480
num_leaves=27
num_cat=0
split_feature=0 21 17 1 18 0 3 1 8 21 17 1 3 10 9 29 8 8 1 2 19 3 8 9 3 3
split_gain=0.050305 0.0909771 0.0755337 0.225295 0.166611 0.0744834 0.127295 0.238259 0.106495 0.103433 0.0836301 0.0728376 0.0717656 0.0594084 0.130042 0.0897494 0.0633032 0.119813 0.0808696 0.262562 0.100318 0.0547596 0.0533926 0.0381287 0.0330403 0.0723453
threshold=-0.091935000000000003 0.12208500000000003 -0.05543 0.0022300000000000006 0.086800000000000016 -0.095339999999999994 0.090905000000000027 0.078505000000000019 -0.066544999999999993 0.097380000000000022 0.077740000000000017 -0.0012649999999999998 0.088325000000000028 0.086165000000000019 0.098875000000000018 0.0050600000000000011 -0.092094999999999996 -0.097249999999999989 0.066150000000000028 -0.074304999999999996 -0.07525999999999998 0.083875000000000019 -0.088634999999999992 -0.063329999999999984 0.12212000000000002 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 2 2 2
left_child=1 2 3 4 12 6 10 8 -8 -9 11 -4 -1 15 -15 16 17 24 20 -20 -18 -22 -14 -21 25 -2
right_child=13 -3 5 -5 -6 -7 7 9 -10 -11 -12 -13 22 14 -16 -17 18 -19 19 23 21 -23 -24 -25 -26 -27
leaf_value=0.0039276102534440355 0.0017616389463082104 -0.0038496038528149693 0.00066393911927785333 0.0065604641694939443 -0.0044683158169133959 -0.0036806158570501977 -0.0025369475161180345 -0.0012771985211038003 -0.0088565562163238631 0.0027304645176417465 -0.00071305643443772538 0.0058193096875080738 0.0019817260323082573 -0.0057464350217338207 0.0015318318609476122 0.0039132580102710576 -0.0038484721666853885 -0.0043799616376848007 0.0087538862842959121 0.0016002656565506962 -0.0014738827953854122 0.00052415994176786634 -0.0026859545087873238 -0.0020349015668809024 0.0024211137455215459 -0.0035514537900658001
leaf_weight=66 55 76 51 59 68 81 57 203 50 93 85 59 49 49 48 69 57 81 48 65 146 1923 48 51 51 47
leaf_count=66 55 76 51 59 68 81 57 203 50 93 85 59 49 49 48 69 57 81 48 65 146 1923 48 51 51 47
internal_value=0 -0.000533088 -0.000272124 0.00107111 -0.000327385 -0.000847026 -0.000461842 -0.00147293 -0.00549769 -1.52683e-05 0.00162354 0.00343654 0.0013951 0.000280473 -0.00213638 0.000371199 0.000274044 -0.00128423 0.000433631 0.00256356 0.000268943 0.000382771 -0.000319615 0 0.000349337 -0.000678526
internal_weight=0 1045 969 290 231 679 598 403 107 296 195 110 163 2690 97 2593 2524 234 2290 164 2126 2069 97 116 153 102
internal_count=3735 1045 969 290 231 679 598 403 107 296 195 110 163 2690 97 2593 2524 234 2290 164 2126 2069 97 116 153 102
is_linear=0
shrinkage=0.0995203


Tree=2481
num_leaves=19
num_cat=0
split_feature=5 0 21 9 9 21 3 8 1 6 21 9 2 2 7 0 0 21
split_gain=0.0623267 0.0486647 0.0737622 0.0582255 0.112087 0.101128 0.131965 0.103873 0.131969 0.0639256 0.0732422 0.0649921 0.050115 0.082031 0.0551932 0.0593522 0.206121 0.0925325
threshold=0.6362850000000001 -0.091935000000000003 0.12208500000000003 0.085355000000000028 0.087055000000000021 -0.046224999999999995 0.10749000000000002 -0.409445 0.27278500000000011 -0.098424999999999999 0.096665000000000015 0.091555000000000011 -0.24206999999999998 -0.22383 1.0000000180025095e-35 -0.088174999999999989 -0.088694999999999982 -0.085574999999999998
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 -7 -9 10 -6 -11 -3 -14 15 16 -15 -17
right_child=-2 12 -4 4 9 7 -8 8 -10 11 -12 -13 13 14 -16 17 -18 -19
leaf_value=-0.0064189670306673717 -0.0034782126597026888 -0.002828970740419717 -0.0034664903002209796 -0.0057513124775667966 -0.00114625965216735 -0.0024761709156355519 0.001028228736795649 0.00083703846469792523 0.0058873703789683648 -8.541627692004417e-05 0.0030242705317718235 -0.0039832865652973098 0.0042581890737984993 0.00033083214392549683 -0.0023945817630785502 0.003511112193013081 0.0077875470589908839 0.00010466065945146649
leaf_weight=46 49 49 76 47 88 74 48 356 60 91 79 80 53 169 73 82 47 2168
leaf_count=46 49 49 76 47 88 74 48 356 60 91 79 80 53 169 73 82 47 2168
internal_value=0 9.44389e-05 -0.000480113 -0.000245043 -0.00119568 0.000380263 -0.00260744 0.000955085 0.00156742 -0.000559787 0.000821724 -0.00191377 0.00032209 0.000381974 0.000300738 0.000380859 0.00195715 0.000229171
internal_weight=0 3686 1045 969 385 584 94 490 416 338 167 171 2641 2592 2539 2466 216 2250
internal_count=3735 3686 1045 969 385 584 94 490 416 338 167 171 2641 2592 2539 2466 216 2250
is_linear=0
shrinkage=0.0995203


Tree=2482
num_leaves=30
num_cat=0
split_feature=2 1 2 2 3 26 26 26 2 6 1 26 8 1 8 17 3 8 2 8 6 9 9 3 3 9 3 2 26
split_gain=0.0387921 0.0332891 0.0792473 0.163644 0.158247 0.0956687 0.213088 0.0948236 0.0841531 0.110844 0.164377 0.120985 0.0847268 0.0785044 0.0760078 0.0547399 0.151614 0.227748 0.23701 0.124887 0.114974 0.155358 0.0917314 0.0613148 0.140009 0.160884 0.134385 0.103947 0.0406473
threshold=-0.24151999999999998 -0.079844999999999985 -0.086304999999999993 -0.08569499999999998 0.095630000000000021 0.085465000000000027 0.087170000000000011 0.088775000000000021 -0.083974999999999994 0.092405000000000029 -0.090729999999999991 0.088545000000000026 -0.083245 -0.078729999999999994 -0.082739999999999994 -0.0069749999999999994 0.089735000000000023 -0.079219999999999999 -0.079604999999999995 -0.073644999999999988 -0.036009999999999993 0.085525000000000032 0.085850000000000024 0.092115000000000016 0.094685000000000033 0.090775000000000022 0.091140000000000013 -0.078454999999999983 -0.088059999999999986
decision_type=2 2 2 2 2 2 2 2 2 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 14 -7 -8 12 11 -11 -10 -5 -3 -2 16 20 18 -18 -19 22 -22 -15 26 25 -25 27 -17 -26
right_child=1 13 3 8 -6 6 7 -9 9 10 -12 -13 -14 15 -16 23 17 19 -20 -21 21 -23 -24 24 28 -27 -28 -29 -30
leaf_value=-0.0020338494149018411 -0.0025650006987494832 -0.0037294123457629349 0.0066395428667015855 0.0010162859177918679 0.0040489512497141108 -0.0087371119209881439 0.0020904170579868217 -0.0031119815973716437 0.0005423607695875832 0.0025577553104926707 -0.0049960179561655219 0.0037512911906378678 -0.0046555243105347423 -0.0011361205786929796 0.0022412626101603211 -0.0013580175051930018 0.0079492676699287942 -0.0041974373750830653 0.0013756888089001939 0.00075089372014187894 -0.0010505110526942004 -0.0078473863867413538 0.0029395170443914103 -0.0080482130872628066 0.0016134879514529761 -0.0012056817936616393 0.0055411777016791735 0.0018831386268915924 -0.000635207765738003
leaf_weight=87 51 58 50 51 61 47 58 86 284 52 63 198 53 150 90 248 90 58 138 391 110 48 86 54 90 93 47 162 681
leaf_count=87 51 58 50 51 61 47 58 86 284 52 63 198 53 150 90 248 90 58 138 391 110 48 86 54 90 93 47 162 681
internal_value=0 9.23385e-05 0.000537235 0.00113681 -0.000606431 -0.00146425 -0.00291639 -0.00101089 0.000743148 0.00119909 -0.00157328 0.00186225 -0.00186629 -0.000110594 0.000497021 -2.4449e-05 0.000508644 0.00141248 0.00397411 0.000109865 -0.00104231 -0.00312057 0.000345601 -0.000440276 -0.000909492 -0.00372484 0.000500472 -7.53689e-05 -0.000371652
internal_weight=0 3648 1144 751 393 332 191 144 701 597 115 482 104 2504 141 2446 1071 677 228 449 394 158 236 1375 918 147 457 410 771
internal_count=3735 3648 1144 751 393 332 191 144 701 597 115 482 104 2504 141 2446 1071 677 228 449 394 158 236 1375 918 147 457 410 771
is_linear=0
shrinkage=0.0995203


Tree=2483
num_leaves=28
num_cat=0
split_feature=0 18 18 21 29 0 17 4 2 1 6 8 8 8 6 18 2 26 8 21 2 18 3 1 2 8 6
split_gain=0.0326834 0.0630715 0.0561122 0.0972352 0.0483809 0.0462922 0.0585155 0.149871 0.0842115 0.0744288 0.0931315 0.0449893 0.0702956 0.106219 0.122986 0.173567 0.0878349 0.0737343 0.163093 0.14031 0.0720887 0.0629989 0.0980051 0.0678708 0.0681395 0.04315 0.0371865
threshold=-0.092939999999999995 0.14083500000000002 0.095210000000000031 0.091040000000000024 0.0050600000000000011 -0.095339999999999994 0.0031350000000000006 0.09044000000000002 -0.060455000000000002 0.42491000000000007 -1.0000000180025095e-35 0.0012600000000000003 -0.084554999999999991 -0.085289999999999991 0.085955000000000018 0.088735000000000022 -0.097754999999999995 0.092385000000000023 -0.080835000000000004 0.08957500000000003 -0.087804999999999994 -0.048605000000000002 0.11089500000000001 -0.44477499999999998 -0.058894999999999996 0.093085000000000015 -0.075739999999999988
decision_type=2 2 2 2 2 2 2 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 6 9 8 -8 10 -1 12 13 14 20 -16 -14 19 -19 -18 -2 22 25 -23 26 -13 -25
right_child=4 -3 3 -5 -6 -7 7 -9 -10 -11 -12 21 16 -15 15 -17 17 18 -20 -21 -22 23 -24 24 -26 -27 -28
leaf_value=-0.00084971376529280405 0.0019550507779808259 -0.0039698656108887922 -0.0012024110032562267 0.0050578945359063829 0.0027625643252341338 -0.002964667793340391 -0.0015830315852163497 -0.0054821270109538835 0.0032376435632067405 0.0038322234185832501 0.0024305925381370493 -0.0025415336303673316 -0.0030885621021402867 -0.0037026863183691173 0.0037810476678485209 -0.0012053321434940644 0.0008285190348902207 0.005690217408820572 -0.00049506909092008515 0.0040321325315657106 -0.001551616189917423 0.0036226987339538961 -0.0054467886794853379 -0.00040185066796035362 0.0025157399979598761 0.0012195235039266605 -0.0040247644495954929
leaf_weight=388 68 48 48 50 72 71 107 70 54 52 110 57 57 87 159 122 656 46 514 171 391 48 61 67 48 64 49
leaf_count=388 68 48 48 50 72 71 107 70 54 52 110 57 57 87 159 122 656 46 514 171 391 48 61 67 48 64 49
internal_value=0 -0.000448931 -0.000270169 0.00198327 0.000216304 -0.000530329 -0.000307977 -0.00163767 2.87567e-05 0.000249004 -0.000123504 0.000147205 0.000317783 -0.000413224 -2.53833e-05 0.00161323 0.000737008 0.000894814 1.15466e-05 0.00149192 -0.00103033 -0.00083392 -0.0021927 0.000328722 -0.000630378 -0.000545449 -0.00193928
internal_weight=0 998 950 98 2737 852 781 231 161 550 498 2665 2271 827 740 281 1444 1387 560 827 459 394 182 212 164 121 116
internal_count=3735 998 950 98 2737 852 781 231 161 550 498 2665 2271 827 740 281 1444 1387 560 827 459 394 182 212 164 121 116
is_linear=0
shrinkage=0.0995203


Tree=2484
num_leaves=20
num_cat=0
split_feature=0 3 20 6 3 18 6 0 0 5 17 5 20 5 0 9 9 26 17
split_gain=0.040691 0.161744 0.0267842 0.0257335 0.101647 0.119888 0.0596678 0.0297775 0.129728 0.129374 0.100339 0.0544107 0.0962043 0.0934531 0.0529249 0.0321145 0.0965925 0.0634028 0.0251265
threshold=-0.229625 0.090595000000000023 -0.010459999999999999 0.11642500000000001 0.096775000000000014 -0.055464999999999993 0.11146500000000002 -0.085684999999999997 -0.087184999999999999 -0.0091849999999999987 -0.0044799999999999987 -0.072874999999999981 -0.0070099999999999997 -0.090164999999999995 -0.085245000000000001 0.11351500000000002 0.10706000000000003 0.11724000000000002 -0.0082649999999999998
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 -5 -6 7 8 11 10 -10 13 -13 -2 -9 16 -16 -17 -7
right_child=3 2 -4 4 5 18 -8 14 9 -11 -12 12 -14 -15 15 17 -18 -19 -20
leaf_value=0.005838300276095951 0.00019394795803319756 -0.0025963781676643307 0.00075392910608487274 0.0039125976989582362 -0.0041747036896609534 -0.00013220516282177796 -0.0033659897399380195 0.003263977381671735 -0.0078888029540873893 0.0014260062303782432 -0.0022253189764771487 -0.0020770041150147962 0.0006657562148790091 0.0047557265592856795 2.967345341593473e-05 0.00051133700664431666 0.0039109632523667073 -0.0043892692142667999 0.0027627400866455515
leaf_weight=56 614 47 47 77 57 56 56 53 54 48 74 281 230 48 1694 60 66 46 62
leaf_count=56 614 47 47 77 57 56 56 53 54 48 74 281 230 48 1694 60 66 46 62
internal_value=0 0.00160233 -0.000912516 -7.08176e-05 0.000898332 -0.000423267 -0.000144537 -8.90844e-05 -0.000447546 -0.00296716 -0.004621 -6.87973e-05 -0.000840892 0.000525948 0.000162477 7.39458e-05 0.000175687 -0.00160762 0.00138193
internal_weight=0 150 94 3576 252 175 3324 3268 1349 176 128 1173 511 662 1919 1866 1760 106 118
internal_count=3726 150 94 3576 252 175 3324 3268 1349 176 128 1173 511 662 1919 1866 1760 106 118
is_linear=0
shrinkage=0.0995203


Tree=2485
num_leaves=31
num_cat=0
split_feature=8 8 8 3 17 2 1 26 17 8 17 5 17 8 5 9 17 17 2 2 2 2 4 3 5 2 2 2 2 2
split_gain=0.0414346 0.0924099 0.0714006 0.177753 0.144771 0.240697 0.233169 0.058956 0.0738791 0.146501 0.131607 0.101889 0.10149 0.0686619 0.069707 0.0890409 0.143498 0.0779055 0.0602335 0.0521339 0.0495505 0.110389 0.111369 0.135078 0.110132 0.0431642 0.0625899 0.0736786 0.0612683 0.0539804
threshold=-0.081055000000000002 -0.081534999999999982 -0.075449999999999989 0.08777500000000002 -0.059294999999999994 -0.075209999999999985 -0.089520000000000002 0.083970000000000031 -0.008454999999999999 -0.092094999999999996 0.021725000000000005 -0.4345 -0.05543 -0.082014999999999991 0.19791500000000004 0.085945000000000021 -0.021090000000000001 -0.011809999999999999 -0.01042 -0.08569499999999998 -0.010784999999999998 0.0021050000000000005 0.083685000000000023 0.08920500000000002 -0.0044999999999999997 -0.029394999999999998 -0.057419999999999999 -0.065379999999999994 -0.049174999999999996 -0.075209999999999985
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 -5 8 12 10 11 -10 18 14 15 17 -17 -9 19 -1 25 -22 -23 -24 -25 26 27 29 -28 -4
right_child=2 -3 20 4 5 -7 -8 13 9 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 21 22 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.0010334480623242005 -0.0027138867526646719 -0.0043346254031128295 -0.00047614571581094321 0.0057787819754382425 0.0092202323724792888 0.0012422830003056672 -0.0029737763666935818 -8.0445914748464089e-05 2.9667291262189567e-05 0.0058035319818283155 -0.0023333356912662883 0.0062184860407987295 -0.004299381914399822 0.003072303165852339 -0.0037015705429706354 0.0032955823832491855 -0.00054850045815173784 -0.0025828738392933977 0.0024888408839112467 -0.0034420598828718329 0.0051557147565532511 -0.0028734322470107608 0.0052963602800308847 0.0015883513261735389 -0.0031625176213725117 -0.0024215846204665562 0.0046345541311499745 -0.0034325978705368283 4.4317566003555374e-05 0.0016218363641257109
leaf_weight=54 75 56 774 48 68 84 81 216 59 68 91 48 56 48 75 124 428 289 85 49 54 83 64 156 70 88 51 73 67 144
leaf_count=54 75 56 774 48 68 84 81 216 59 68 91 48 56 48 75 124 428 289 85 49 54 83 64 156 70 88 51 73 67 144
internal_value=0 -0.00035644 0.000308615 0.00158509 0.00273542 0.00481675 0.000276645 -0.000224133 0.000669205 0.00181716 0.000443961 0.00281361 -0.000578894 -0.000610931 -0.000767834 -0.000558894 0.000313543 -0.00151415 0.000524983 -0.00108773 2.82929e-05 0.000949151 0.000337963 0.00125991 0.000113221 -0.000299517 -0.000130391 -0.000389074 0.00203517 -0.000146159
internal_weight=0 1746 1980 356 281 152 129 1690 510 266 198 107 244 1180 1132 1057 552 505 188 103 1624 427 373 290 226 1197 1109 991 118 918
internal_count=3726 1746 1980 356 281 152 129 1690 510 266 198 107 244 1180 1132 1057 552 505 188 103 1624 427 373 290 226 1197 1109 991 118 918
is_linear=0
shrinkage=0.0995203


Tree=2486
num_leaves=12
num_cat=0
split_feature=0 3 21 21 21 2 38 35 4 4 21
split_gain=0.0275832 0.128332 0.0453705 0.0320064 0.0318201 0.0948906 0.0263345 0.0661557 0.0361868 0.0351539 0.0253141
threshold=-0.229625 0.090595000000000023 -0.11228 0.15544000000000005 -0.085574999999999998 -0.086169999999999983 -0.051829999999999994 -0.081199999999999994 0.15028500000000003 0.13752500000000004 0.015410000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 7 -6 9 -8 -3
right_child=2 10 3 -5 6 -7 8 -9 -10 -11 -12
leaf_value=0.0050930415600195086 -0.0027951275975312338 -0.0025226882221016196 -0.0013998076377578681 0.0022106578642605143 -0.00079051833871573724 0.0045214039907234427 -0.00016994405897466597 0.0041294695577436223 -0.0028714115102366801 0.0019685411128936778 0.00073449241406608849
leaf_weight=56 59 48 52 63 60 55 3112 49 48 78 46
leaf_count=56 59 48 52 63 60 55 3112 49 48 78 46
internal_value=0 0.00131939 -5.81622e-05 -1.2015e-05 -5.2793e-05 0.00163616 -0.000107032 0.00141371 -0.000158477 -0.000117398 -0.00092004
internal_weight=0 150 3576 3517 3454 107 3347 109 3238 3190 94
internal_count=3726 150 3576 3517 3454 107 3347 109 3238 3190 94
is_linear=0
shrinkage=0.0995203


Tree=2487
num_leaves=34
num_cat=0
split_feature=8 8 8 3 3 6 17 9 21 3 0 4 0 0 9 0 21 21 26 0 3 4 29 17 17 3 17 3 3 8 18 27 4
split_gain=0.0325947 0.0748198 0.0576227 0.146831 0.132525 0.195245 0.139273 0.0594713 0.0582971 0.0937926 0.0931637 0.0685886 0.0650511 0.0716115 0.0717001 0.0708506 0.0763374 0.0688808 0.0473671 0.0695072 0.0978544 0.262309 0.0610695 0.056713 0.146456 0.124545 0.0964702 0.0711878 0.113485 0.0614659 0.0391011 0.0689402 0.0297307
threshold=-0.081055000000000002 -0.081534999999999982 -0.075449999999999989 0.08777500000000002 0.09304500000000003 0.092980000000000021 0.40441500000000008 0.091885000000000022 -0.032929999999999994 0.10749000000000002 -0.20796499999999998 0.089280000000000012 -0.065229999999999996 -0.068604999999999985 0.10125500000000003 -0.052884999999999995 0.090000000000000011 0.089785000000000018 0.083970000000000031 -0.057604999999999996 0.087570000000000023 0.080475000000000033 -0.064864999999999992 0.12439000000000001 0.070205000000000017 0.09049500000000002 0.27052500000000007 0.083955000000000016 0.084685000000000024 -0.094139999999999988 -0.082019999999999996 0.076710000000000014 0.12205500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 3 -2 5 -5 7 -6 9 -4 11 -10 13 14 -12 16 -14 -17 19 20 30 -22 -23 24 27 26 -25 -20 -29 -27 -1 -32 -21
right_child=2 -3 8 4 6 -7 -8 -9 10 -11 12 -13 15 -15 -16 17 -18 -19 23 32 21 22 -24 25 -26 29 -28 28 -30 -31 31 -33 -34
leaf_value=0.0013529125913663525 -0.0024860455288153159 -0.0038955453687078119 -0.0039136805069155461 0.0015999462261489083 -0.0043182387368997932 0.0094437867476517279 0.0046079591902757448 0.00057701622710710002 0.00047204699777685604 0.001520811459166795 -0.00082014747357700294 0.005113220446245576 0.00072736354196352784 -0.0036231113804710189 0.0015742094597681149 0.0010238804203341666 0.0059819802207105206 -0.001734917756053927 0.0020619268342362894 -0.0034614318153319383 0.0087337808273366437 -0.0014302730076321574 0.0022277086826693682 0.006640721430310686 -0.0059131471235397198 0.001329578957244488 0.00046830368882184569 -0.0043594605244103033 -0.00047321014005474683 -0.0031798737287340702 -0.0039552452147446314 0.0010877534617402119 -1.2886179703872715e-05
leaf_weight=62 75 56 87 78 47 53 52 51 64 49 585 63 63 71 157 310 49 126 91 50 52 76 111 49 54 52 52 83 729 70 62 47 50
leaf_count=62 75 56 87 78 47 53 52 51 64 49 585 63 63 71 157 310 49 126 91 50 52 76 111 49 54 52 52 83 729 70 62 47 50
internal_value=0 -0.000315888 0.000273972 0.00142069 0.00246633 0.00477966 0.000440563 -0.00176236 2.20929e-05 -0.00194965 0.000202856 0.00278081 -3.71011e-05 -0.000602554 -0.000312421 0.000800298 0.00303357 0.000224735 -0.000196788 0.000603876 0.00117885 0.00248005 0.000736665 -0.000543532 -0.00087701 0.000883914 0.00347095 -0.000574939 -0.000871458 -0.0012511 -0.000634988 -0.00177323 -0.00174535
internal_weight=0 1746 1980 356 281 131 150 98 1624 136 1488 127 1361 813 742 548 112 436 1690 510 410 239 187 1180 957 223 101 903 812 122 171 109 100
internal_count=3726 1746 1980 356 281 131 150 98 1624 136 1488 127 1361 813 742 548 112 436 1690 510 410 239 187 1180 957 223 101 903 812 122 171 109 100
is_linear=0
shrinkage=0.0995203


Tree=2488
num_leaves=16
num_cat=0
split_feature=27 20 20 18 18 1 1 21 20 9 1 17 18 18 18
split_gain=0.0388173 0.0272878 0.0784876 0.0702137 0.0743316 0.0623875 0.0762638 0.131179 0.0868702 0.0709062 0.258249 0.104921 0.0336669 0.240415 0.127879
threshold=-0.095019999999999993 -0.077394999999999992 -0.076005000000000003 -0.41265499999999994 -0.24085499999999999 0.25544500000000009 0.061835000000000008 0.090995000000000006 -0.078725000000000003 0.083955000000000016 -0.0090649999999999984 -0.0042049999999999995 -0.022504999999999997 -0.037059999999999989 -0.018629999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 6 8 -8 9 10 -2 -11 13 -6 -14
right_child=1 2 3 4 12 -7 7 -9 -10 11 -12 -13 14 -15 -16
leaf_value=0.0025978829005772752 -0.00058143084873569053 -0.0041939285743412191 0.0031632298783092127 -0.0042175890137605707 -0.0001863690441665403 0.003599584664106105 0.00088015080546336962 -0.0059134805750477226 0.0046309400574503319 0.00057024650789625723 0.0068315283612829002 -0.002579822009014166 0.0051852980997627593 -0.0062424104418023043 -7.5419499256232836e-05
leaf_weight=54 147 49 61 46 763 56 61 52 48 336 68 152 47 71 1736
leaf_count=54 147 49 61 46 763 56 61 52 48 336 68 152 47 71 1736
internal_value=0 -8.95183e-05 -0.000245518 -0.000174193 -0.000250949 0.000379796 0.000170159 -0.00223888 0.000533727 0.000252809 0.00175933 -0.000409245 -0.000180913 -0.000702913 6.27944e-05
internal_weight=0 3693 2773 2724 2663 920 864 113 751 703 215 488 2617 834 1783
internal_count=3747 3693 2773 2724 2663 920 864 113 751 703 215 488 2617 834 1783
is_linear=0
shrinkage=0.0995203


Tree=2489
num_leaves=13
num_cat=0
split_feature=21 20 20 6 6 17 8 20 5 0 5 0
split_gain=0.0322554 0.0299659 0.0411061 0.140051 0.159313 0.101899 0.131738 0.0669909 0.0545261 0.0801142 0.243424 0.0431384
threshold=0.15544000000000005 -0.24910499999999999 -0.08323499999999999 -0.091704999999999995 -0.087284999999999988 -0.46515999999999996 -0.01187 -0.08231999999999999 -0.54382499999999989 -0.225295 -0.087969999999999993 -0.16132499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -4 -9 10 -10 -11
right_child=-2 2 7 4 5 6 -8 8 9 11 -12 -13
leaf_value=-0.0021734177261239617 0.001983374331909381 0.0043699947558817022 -0.0035330755072267473 -0.0053735462966051813 0.0050521373418747238 0.0016998777375664973 -0.0025647051702798913 0.0027327029111224844 -0.008001329252395703 0.0024670602110133926 0.0021193057341690798 -0.00014527207140762344
leaf_weight=67 76 89 58 48 47 188 116 65 48 64 46 2835
leaf_count=67 76 89 58 48 47 188 116 65 48 64 46 2835
internal_value=0 -8.77424e-05 -4.87416e-05 0.000800248 1.93675e-06 0.000739378 6.99097e-05 -0.000181965 -0.000118138 -0.000180325 -0.00303997 -8.73183e-05
internal_weight=0 3671 3604 488 399 351 304 3116 3058 2993 94 2899
internal_count=3747 3671 3604 488 399 351 304 3116 3058 2993 94 2899
is_linear=0
shrinkage=0.0995203


Tree=2490
num_leaves=8
num_cat=0
split_feature=29 35 1 36 19 21 3
split_gain=0.0283141 0.0250551 0.038262 0.0333048 0.033699 0.0398374 0.0437447
threshold=-0.11266 1.0000000180025095e-35 0.62198500000000012 0.086430000000000021 -0.050215000000000003 0.15442000000000003 0.12015500000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.0021403582365810475 -0.0019444717655992079 -0.0023839179556943528 0.0026078768042203356 -0.0022837787040916068 8.9677138476017778e-05 0.002485852052898945 -0.0010298447799025473
leaf_weight=58 90 46 53 67 2979 63 391
leaf_count=58 90 46 53 67 2979 63 391
internal_value=0 -7.54597e-05 -4.60862e-05 -8.54953e-05 -4.34562e-05 6.14263e-06 -3.99711e-05
internal_weight=0 3689 3643 3590 3523 3433 3370
internal_count=3747 3689 3643 3590 3523 3433 3370
is_linear=0
shrinkage=0.0995203


Tree=2491
num_leaves=13
num_cat=0
split_feature=27 19 20 20 20 20 5 5 20 1 5 26
split_gain=0.0308633 0.0327744 0.0349213 0.168831 0.0730278 0.0620812 0.0551483 0.0495049 0.0570538 0.0486368 0.115592 0.0694406
threshold=-0.090764999999999998 -0.050215000000000003 -0.077394999999999992 -0.078725000000000003 -0.073489999999999986 -0.069854999999999987 0.40249000000000007 -0.54382499999999989 -0.049534999999999996 -0.040439999999999997 0.12043500000000003 0.087575000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -4 -6 9 -7 -9 10 -3 -11
right_child=1 2 4 -5 5 7 -8 8 -10 11 -12 -13
leaf_value=0.0020480470096995644 -0.0019962853508149764 -0.00083241788949568447 -0.0031136973779848851 0.0061314960920004439 0.003508296002782592 0.0025747966242765756 -0.0022898578528153545 -0.0024147422109546696 -0.00014487898098944376 0.00065747671616183322 0.0060632073807525364 -0.0018838197160125883
leaf_weight=69 86 49 83 50 46 63 81 115 2406 518 47 134
leaf_count=69 86 49 83 50 46 63 81 115 2406 518 47 134
internal_value=0 -7.61817e-05 -2.99825e-05 0.000514905 -0.000206825 -0.000114776 0.00017516 -0.000179591 -0.000248748 0.000443188 0.00253504 0.00013393
internal_weight=0 3678 3592 879 2713 2630 829 2584 2521 748 96 652
internal_count=3747 3678 3592 879 2713 2630 829 2584 2521 748 96 652
is_linear=0
shrinkage=0.0995203


Tree=2492
num_leaves=25
num_cat=0
split_feature=5 9 9 17 17 21 1 26 17 9 18 10 21 21 3 1 3 18 17 1 26 8 3 26
split_gain=0.0889386 0.0501765 0.0730487 0.0626619 0.0608998 0.0710343 0.0941464 0.0632974 0.0569015 0.0965958 0.0629377 0.044938 0.0536392 0.142371 0.143044 0.163694 0.115177 0.109584 0.148954 0.142688 0.185939 0.10085 0.100662 0.0599386
threshold=0.62720500000000012 0.084595000000000017 0.084795000000000023 -0.55157999999999996 -0.095109999999999986 0.085855000000000029 -0.0084199999999999987 -0.047160000000000001 -0.14488499999999999 0.087495000000000031 -0.083775000000000002 0.076235000000000011 0.085815000000000016 0.090375000000000025 0.10850000000000003 -0.01257 0.11816500000000002 -0.011039999999999999 0.011640000000000003 0.40780000000000011 0.083400000000000016 -0.09547499999999999 0.083955000000000016 -0.010295
decision_type=2 2 2 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 8 6 -6 -7 9 -5 -10 12 17 23 15 -15 -16 18 22 20 -19 -21 -1 -14
right_child=-2 2 3 4 5 7 -8 -9 10 -11 -12 -13 13 14 16 -17 -18 19 -20 21 -22 -23 -24 -25
leaf_value=0.0034959582569089997 0.0030528293590971118 -0.0039022645870278086 -0.003813126834519627 -0.0027131849434931417 -0.00044475218439712829 -0.0017021510710614393 -0.0025785333586765451 0.0011162951434586146 0.00036774868356925745 0.00097673528396164137 0.0055107455628912137 -0.0022603877807922611 -0.0012758925241905536 0.0074017624274120442 -0.0055813420965549676 0.00058960322152640276 9.4355210507481049e-05 0.0056444865169888022 -0.0049888053101598403 0.0032292060159164839 0.00051839031099805931 -0.0016134384977154841 -0.00048844363204546552 -0.0063559752826906242
leaf_weight=84 91 57 49 88 908 100 265 372 48 348 47 61 46 50 48 117 134 159 57 62 126 136 248 47
leaf_count=84 91 57 49 88 908 100 265 372 48 348 47 61 46 50 48 117 134 159 57 62 126 136 248 47
internal_value=0 -9.68408e-05 -0.000383168 -0.000292648 -0.000212997 -0.000512412 -0.000927506 0.000517432 0.000713031 0.000230103 0.0029208 0.000377764 0.000500858 -0.000390934 0.000529025 0.00263408 -0.00139804 0.000953829 -0.000287495 0.00195526 0.00338109 -9.292e-05 0.000517193 -0.00385205
internal_weight=0 3657 2282 2225 2176 1645 1173 472 531 436 95 1375 1314 442 349 167 182 872 389 483 285 198 332 93
internal_count=3748 3657 2282 2225 2176 1645 1173 472 531 436 95 1375 1314 442 349 167 182 872 389 483 285 198 332 93
is_linear=0
shrinkage=0.0995203


Tree=2493
num_leaves=14
num_cat=0
split_feature=5 27 5 27 27 29 0 3 6 0 26 3 9
split_gain=0.0721185 0.0415566 0.103527 0.0613614 0.0584451 0.0956195 0.0545504 0.0544482 0.0849428 0.0590428 0.0520117 0.0518577 0.0348095
threshold=0.62720500000000012 0.087140000000000009 -0.41397 0.08427500000000003 0.11172500000000002 -0.077709999999999987 0.11291000000000002 0.17152000000000003 -0.42102499999999998 -0.067345000000000002 -0.086635000000000004 0.11426500000000002 0.092855000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 6 5 -4 7 8 11 -10 -3 -1 -8
right_child=-2 2 4 -5 -6 -7 12 -9 9 -11 -12 -13 -14
leaf_value=-0.0051753763262486468 0.002749011142223924 0.0016372501222239725 0.0011835128791443214 -0.0036827462355393586 -0.00014464160741542784 0.0071016739704702504 -0.00069450533282164849 0.0033050523100178909 -0.00019647789044534338 0.0010281313312314076 -0.0024105366467750342 -0.00068835739016508124 -0.0041674218121241563
leaf_weight=51 91 49 56 49 46 53 65 47 2591 459 87 52 52
leaf_count=51 91 49 56 49 46 53 65 47 2591 459 87 52 52
internal_value=0 -8.72255e-05 0.00105334 -0.000186073 0.00281298 0.00406866 -0.000134172 -5.67385e-05 -0.000107111 -1.19158e-05 -0.000946124 -0.00291803 -0.00224502
internal_weight=0 3657 291 3366 155 109 3317 3200 3153 3050 136 103 117
internal_count=3748 3657 291 3366 155 109 3317 3200 3153 3050 136 103 117
is_linear=0
shrinkage=0.0995203


Tree=2494
num_leaves=10
num_cat=0
split_feature=5 17 28 21 1 8 20 27 5
split_gain=0.0584806 0.0406256 0.033414 0.0407808 0.0376945 0.0853065 0.0621915 0.0465222 0.0468512
threshold=0.62720500000000012 -0.55380499999999999 0.082705000000000015 0.15544000000000005 0.091025000000000009 0.10649000000000002 -0.083970000000000003 0.087140000000000009 -0.091229999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 8 -3
right_child=-2 2 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.0023110381944665276 0.0024754288814279055 0.00098110807848065151 0.002123506322193902 0.0023051702207313091 -0.0028899001134784353 -0.0042778157550147347 4.9471523885722646e-05 0.0023219531916050043 -0.0002060089060726191
leaf_weight=79 91 382 70 70 85 64 439 85 2383
leaf_count=79 91 382 70 70 85 64 439 85 2383
internal_value=0 -7.85893e-05 -2.90694e-05 -7.22561e-05 -0.0001209 -0.000846435 -0.000425773 2.85018e-05 -4.17061e-05
internal_weight=0 3657 3578 3508 3438 588 524 2850 2765
internal_count=3748 3657 3578 3508 3438 588 524 2850 2765
is_linear=0
shrinkage=0.0995203


Tree=2495
num_leaves=24
num_cat=0
split_feature=5 9 17 9 21 0 21 0 9 17 17 18 0 21 8 8 21 9 6 26 4 4 8
split_gain=0.0474182 0.0380164 0.0694602 0.0685103 0.0526617 0.0876548 0.0772828 0.0867966 0.0710995 0.102375 0.0660964 0.148521 0.111343 0.052616 0.103502 0.135914 0.0986436 0.0885156 0.103864 0.0873465 0.103058 0.0642158 0.0510425
threshold=0.62720500000000012 0.08597500000000001 -0.55157999999999996 0.085665000000000033 0.087705000000000019 -0.049174999999999996 0.090715000000000032 -0.09937 0.086635000000000031 -0.019465 -0.095109999999999986 -0.09053499999999999 -0.080204999999999985 0.085815000000000016 -0.092299999999999993 -0.13559999999999997 0.090375000000000025 -0.093949999999999992 0.096575000000000022 0.085075000000000026 0.090010000000000021 0.086545000000000025 -0.49499500000000002
decision_type=2 2 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 13 8 6 -6 -8 9 -4 12 -12 -10 14 15 22 21 -16 -19 20 -18 -15 -1
right_child=-2 2 4 -5 5 -7 7 -9 10 -11 11 -13 -14 16 17 -17 19 18 -20 -21 -22 -23 -24
leaf_value=-0.0016783471222728953 0.0022290735521426357 -0.0041910473516744498 0 0.0038325060742864085 0.0029349677154726674 0.0042646257828483324 0.0022521541612970336 -0.0010297614047194514 0.0041213174459542911 -0.0065615892035051152 -0.0062353279074553666 -0.00050042009099948877 -0.00060502584689129128 -0.0012734696449316089 -0.0042129232888685007 0.0056558150361796762 0.0031152425391647734 0 0.0048158599488499574 -0.0034039000244912693 -0.00057776206001481755 -0.0057777568536417773 0.001983709156625406
leaf_weight=58 91 46 47 52 82 55 100 394 79 47 47 941 131 83 46 82 119 784 47 58 201 51 107
leaf_count=58 91 46 47 52 82 55 100 394 79 47 47 941 131 83 46 82 119 784 47 58 201 51 107
internal_value=0 -7.07235e-05 -0.000367998 0.000275553 -0.000276122 0.000468352 0.000104439 -0.000363749 -0.000640349 -0.00327727 -0.000432762 -0.000774063 0.00116908 0.000161996 0.000543316 0.00234287 -0.000673523 3.55518e-05 0.000271711 0.000146879 0.000793016 -0.0029939 0.000691479
internal_weight=0 3657 1969 1688 1923 631 576 494 1292 94 1198 988 210 1636 1124 247 512 877 831 378 320 134 165
internal_count=3748 3657 1969 1688 1923 631 576 494 1292 94 1198 988 210 1636 1124 247 512 877 831 378 320 134 165
is_linear=0
shrinkage=0.0995203


Tree=2496
num_leaves=21
num_cat=0
split_feature=0 4 4 17 3 4 3 26 18 18 0 18 26 26 3 26 18 17 3 9
split_gain=0.033815 0.0439564 0.130155 0.0598631 0.0644943 0.136207 0.0809567 0.0501082 0.0448967 0.181876 0.0869116 0.0862066 0.0801014 0.1263 0.085229 0.0783549 0.0730137 0.0901686 0.081737 0.0332775
threshold=-0.26289499999999993 0.077235000000000012 0.081540000000000015 -0.56368999999999991 0.086605000000000029 0.086825000000000027 0.081225000000000019 0.098495000000000013 -0.015069999999999998 -0.023444999999999997 -0.13752999999999999 -0.031494999999999995 0.085465000000000027 0.084785000000000013 0.089655000000000026 0.087170000000000011 -0.011569999999999999 -0.45791500000000002 0.083875000000000019 -0.081559999999999994
decision_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 6 -6 19 -7 9 11 -10 12 13 -2 -14 -11 -12 -18 -19 -5
right_child=1 2 3 4 5 7 -8 -9 10 15 16 -13 14 -15 -16 -17 17 18 -20 -21
leaf_value=0.0025592835745206774 0.00027434777085412303 -0.0048974117087237272 0.0029517594372730546 -0.001529028355609799 -0.0061057741699247223 -0.00089624044204912644 0.0042689819361010559 0.0020545087701896191 0.0045909509726166009 -0.0015566929807463584 0.0031938302079926473 0.0039993186816165965 -0.0024172343346239504 0.0053519970491413471 -2.4612125864961338e-06 -0.0073617685575042896 0.0041538994353671702 -0.0034274981615436246 0.00022640015276993106 0.0009847489991699624
leaf_weight=50 329 65 53 88 48 586 54 63 51 46 87 53 213 57 454 47 55 64 1152 128
leaf_count=50 329 65 53 88 48 586 54 63 51 46 87 53 213 57 454 47 55 64 1152 128
internal_value=0 -4.62079e-05 -0.000578702 -0.000302687 -0.000481906 -0.000988293 0.000822291 -0.000608543 0.00017501 -0.000272153 0.000556109 8.25499e-05 -0.000113813 0.00102628 -0.000774823 -0.00449925 0.000403976 0.000212366 3.34164e-05 -3.55927e-05
internal_weight=0 3693 1085 1020 967 697 270 649 2608 1199 1409 1106 1053 386 667 93 1358 1271 1216 216
internal_count=3743 3693 1085 1020 967 697 270 649 2608 1199 1409 1106 1053 386 667 93 1358 1271 1216 216
is_linear=0
shrinkage=0.0995203


Tree=2497
num_leaves=14
num_cat=0
split_feature=26 2 0 17 9 26 26 0 26 3 2 3 25
split_gain=0.0290108 0.109126 0.0714171 0.106844 0.0801498 0.0670032 0.0598081 0.0472674 0.0447589 0.0340797 0.0484829 0.0335876 0.0457652
threshold=0.11538500000000003 -0.080254999999999993 -0.055729999999999995 0.026115000000000006 0.09667000000000002 0.11127500000000003 0.10603500000000003 -0.07298499999999998 0.10219500000000002 0.16149500000000003 -0.0043799999999999993 0.14426500000000003 0.096120000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 7 -5 6 8 -3 9 11 -11 12 -1
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 -12 -13 -14
leaf_value=-8.7112090427184053e-05 0.0046354327268657023 -0.001260492854571637 0.0029109031421693668 -0.001550929830980316 0.0038708799357206843 -0.00361302783764834 0.0030939265506698906 -0.0052310578422345199 -0.0028194485648328047 0.00051731489110034266 -0.0037453284086510991 0.0023797503996480346 0.003010229343303254
leaf_weight=2988 62 86 68 47 63 53 59 46 59 48 58 58 48
leaf_count=2988 62 86 68 47 63 53 59 46 59 48 58 58 48
internal_value=0 0.000823818 5.88541e-05 -0.000739166 0.00154685 -0.00010224 -4.59134e-05 -0.00265038 -0.000103007 -5.26672e-05 -0.00180735 7.18354e-06 -3.78726e-05
internal_weight=0 372 310 242 110 3371 3318 132 3259 3200 106 3094 3036
internal_count=3743 372 310 242 110 3371 3318 132 3259 3200 106 3094 3036
is_linear=0
shrinkage=0.0995203


Tree=2498
num_leaves=16
num_cat=0
split_feature=0 0 1 1 17 26 20 2 0 0 27 26 20 19 2
split_gain=0.0265834 0.0332095 0.0656915 0.0858317 0.104947 0.0804824 0.0896308 0.0736002 0.047452 0.0655975 0.0435247 0.0330805 0.0678995 0.0410729 0.0321314
threshold=-0.26289499999999993 -0.11896 -0.0083149999999999995 0.0047600000000000012 -1.0000000180025095e-35 0.083235000000000017 -0.0070099999999999997 -0.013174999999999999 -0.10806499999999999 -0.10287 -0.089999999999999997 0.0054200000000000012 0.0033350000000000007 0.018075000000000004 -0.078670000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 -5 6 -6 -2 14 -10 -11 13 -13 -12 -3
right_child=1 8 3 4 5 -7 -8 -9 9 10 11 12 -14 -15 -16
leaf_value=0.0022700979810686994 -0.0013091827015747971 0.00055040269456898584 -0.0046723624992811809 0.0033571774441192325 -0.00021208960157894038 0.0016536129216428025 -0.0047126620613712738 0.0028310159892678943 -0.0035279269869758442 0.00307622364572187 -0.00081868887275121931 0.00035660557656682008 -0.0022495389696504877 0.0010884801888554352 0.0041500149483584192
leaf_weight=50 82 54 70 50 80 55 98 88 51 47 694 2041 104 133 46
leaf_count=50 82 54 70 50 80 55 98 88 51 47 694 2041 104 133 46
internal_value=0 -4.00471e-05 -0.000774932 -0.00154976 -0.000774494 -0.00166463 -0.00269453 0.000829164 8.09392e-05 1.11782e-05 7.12356e-05 2.34384e-05 0.000229865 -0.000510984 0.00221441
internal_weight=0 3693 523 353 283 233 178 170 3170 3070 3019 2972 2145 827 100
internal_count=3743 3693 523 353 283 233 178 170 3170 3070 3019 2972 2145 827 100
is_linear=0
shrinkage=0.0995203


Tree=2499
num_leaves=30
num_cat=0
split_feature=26 26 5 26 1 5 3 1 5 5 9 0 3 0 21 1 26 3 3 6 6 1 4 1 20 6 3 21 5
split_gain=0.0235715 0.0951349 0.0600619 0.146146 0.153976 0.123369 0.147105 0.142604 0.106245 0.0906888 0.0900238 0.0775811 0.116112 0.0894161 0.101844 0.067108 0.0460993 0.0447409 0.0361483 0.0846108 0.062686 0.05696 0.0777744 0.0622104 0.0517823 0.0500537 0.0489306 0.138031 0.081051
threshold=0.090095000000000022 0.089625000000000024 -0.0091849999999999987 0.091275000000000023 -0.086814999999999989 -0.082635 0.092900000000000024 -0.080085000000000003 -0.095609999999999987 0.018455000000000003 0.097365000000000021 -0.078664999999999999 0.096385000000000012 -0.06340999999999998 0.089755000000000015 -0.050379999999999994 0.095525000000000013 0.092510000000000023 0.10850000000000003 0.049085000000000011 0.11596500000000003 -0.49837999999999999 0.088435000000000027 -0.215865 -0.095634999999999998 0.092405000000000029 0.12274500000000002 0.10683000000000002 -0.46834999999999999
decision_type=2 2 2 2 2 2 2 2 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 3 -2 -5 8 7 -7 17 -4 -8 16 -13 15 -15 -14 -11 -6 20 24 21 22 -1 -23 -20 -25 27 -26 -28
right_child=2 -3 9 4 5 6 10 -9 -10 11 -12 12 13 14 -16 -17 -18 -19 19 -21 -22 23 -24 25 26 -27 28 -29 -30
leaf_value=0.0003696703210924996 0.0050508443004930919 -0.0043104276527067432 -0.0034539441389191176 -0.0049607644151929767 0.0027597647170792038 0.0014422641387004851 -0.0014855836615475632 0.0083825522369299302 -0.0047372462637557695 -0.0043752943921796725 0.0027050719505608534 0.0051025843820723168 -0.0041919610696855899 0.0052796619493057839 -0.00060903718906391859 0.00021372657782583768 -3.6986874975516223e-05 -0.00066887223448359567 0.0027857715772553531 -0.0039487283926823739 0.0033109350652575208 0.0037849367348200763 -0.0042638468699369306 0.00022537242421150145 -0.00025330184735073514 -0.001874899797894559 -0.0026975935192604513 -0.0061628378621651509 0.001372285373962937
leaf_weight=73 77 54 84 48 53 58 104 60 53 51 99 54 60 53 64 79 47 130 48 73 59 46 70 1573 151 121 66 53 182
leaf_count=73 77 54 84 48 53 58 104 60 53 51 99 54 60 53 64 79 47 130 48 73 59 46 70 1573 151 121 66 53 182
internal_value=0 -0.000177054 0.000361199 0.000966194 0.000444977 0.000912291 0.00218294 0.00497816 -0.000812542 -0.000475769 0.000554103 0.000135378 0.000908872 2.10619e-05 0.0020515 -0.00168212 -0.00230303 0.000319648 -8.79798e-05 -0.000782763 0.000116599 1.60763e-05 -0.00189276 0.000173422 -0.000318895 7.48697e-05 -0.000650405 -0.00179264 0.000285871
internal_weight=0 2569 1174 682 605 557 321 118 236 492 203 408 310 256 117 139 98 183 2515 573 1942 1883 143 1740 500 1694 452 204 248
internal_count=3743 2569 1174 682 605 557 321 118 236 492 203 408 310 256 117 139 98 183 2515 573 1942 1883 143 1740 500 1694 452 204 248
is_linear=0
shrinkage=0.0995203


Tree=2500
num_leaves=18
num_cat=0
split_feature=27 3 3 3 8 17 17 18 4 19 6 21 6 21 21 19 3
split_gain=0.0407043 0.0383362 0.132409 0.0936078 0.062262 0.0707609 0.129888 0.20049 0.071756 0.0376191 0.128696 0.0724473 0.0897726 0.0675746 0.0669414 0.0281436 0.0555281
threshold=-0.086859999999999993 0.088605000000000017 0.08895500000000002 0.088285000000000016 0.053925000000000008 0.18936500000000003 -0.00067499999999999993 -0.01205 0.087965000000000029 0.11174500000000002 -0.013304999999999999 -0.079279999999999989 -0.0048649999999999995 -0.047889999999999995 -0.0050399999999999993 0.13612500000000002 0.10214500000000003
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 6 8 -8 -2 11 15 12 -4 -13 -15 16 -11
right_child=1 2 9 -5 -6 -7 7 -9 -10 10 -12 13 -14 14 -16 -17 -18
leaf_value=-0.0023205074627333073 -0.00069389827143853612 -0.0044534392570826122 0.004144364304072441 0.0038773881947975 0.0032637605028461207 -0.0027212051114337832 0.0069092263928224387 0.00065620597055525561 0.002552519501987865 0.001602255575857615 -0.0056551396967401057 -0.0036118419768355393 -0.0010111043048919384 0.0029694294752589155 -0.0001900075185782855 0.0018410273198764479 -0.0028284158209269483
leaf_weight=79 752 73 87 72 62 86 65 234 74 49 53 55 54 69 1768 54 65
leaf_count=79 752 73 87 72 62 86 65 234 74 49 53 55 54 69 1768 54 65
internal_value=0 -3.69315e-05 -0.000281606 0.000385774 0.000187648 2.94827e-05 0.000240485 0.0020183 -0.000402066 -0.00014613 -0.0013793 -1.16743e-05 0.00216412 -0.000174257 -7.08894e-05 -2.54985e-05 -0.000916824
internal_weight=0 3672 2327 1345 1273 1211 1125 299 826 2254 221 2033 141 1892 1837 168 114
internal_count=3751 3672 2327 1345 1273 1211 1125 299 826 2254 221 2033 141 1892 1837 168 114
is_linear=0
shrinkage=0.0995203


Tree=2501
num_leaves=17
num_cat=0
split_feature=27 3 3 3 6 6 26 5 19 6 3 0 3 3 26 20
split_gain=0.0330058 0.0311021 0.107361 0.0758945 0.0523537 0.0742218 0.0462051 0.0416153 0.0304835 0.104374 0.0460193 0.0520526 0.0945973 0.0395676 0.0356389 0.0309319
threshold=-0.086859999999999993 0.088605000000000017 0.08895500000000002 0.088285000000000016 0.096575000000000022 0.091180000000000025 -0.126245 0.089620000000000019 0.11174500000000002 -0.013304999999999999 0.089395000000000016 -0.19126499999999999 0.10749000000000002 0.089985000000000023 0.093690000000000023 -0.077154999999999987
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 6 -2 -8 10 14 -4 12 -12 -13 15 -10
right_child=1 2 8 -5 -6 -7 7 -9 9 -11 11 13 -14 -15 -16 -17
leaf_value=-0.0020895699469600879 0.0032910955698136997 -0.0040102319928153442 0.002615343085815478 0.0034915097046613938 0.0031444285127083371 -0.0035745701816085702 -0.00010314011495046677 0.0021752284908967538 -0.0010030048962559055 -0.0050923388850199194 -0.0049784162817246734 -0.0021182560854369286 0.00023820606521075127 0.00014488754057703128 -0.0022856225402237726 0.002249261577480028
leaf_weight=79 46 73 64 72 56 54 1031 86 49 53 59 80 82 1748 49 70
leaf_count=79 46 73 64 72 56 54 1031 86 49 53 59 80 82 1748 49 70
internal_value=0 -3.32117e-05 -0.000253616 0.000347503 0.000169037 3.14521e-05 0.00019959 7.15431e-05 -0.000131587 -0.00124166 -1.05124e-05 -9.62785e-05 -0.00193883 4.53962e-05 -2.1991e-05 0.000903214
internal_weight=0 3672 2327 1345 1273 1217 1163 1117 2254 221 2033 1969 141 1828 168 119
internal_count=3751 3672 2327 1345 1273 1217 1163 1117 2254 221 2033 1969 141 1828 168 119
is_linear=0
shrinkage=0.0995203


Tree=2502
num_leaves=11
num_cat=0
split_feature=27 0 9 10 10 0 2 9 9 9
split_gain=0.0267627 0.0278326 0.0886528 0.0393836 0.0325436 0.0376314 0.0749996 0.0370139 0.0874999 0.0406844
threshold=-0.086859999999999993 0.12433000000000002 0.095415000000000014 0.090860000000000024 0.085875000000000021 0.042275000000000014 0.096520000000000022 0.087695000000000009 0.087495000000000031 0.088085000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 7 -7 8 -2 -9
right_child=1 2 -4 -5 -6 6 -8 9 -10 -11
leaf_value=-0.001881615643184983 0.00017840437507265578 -0.0005936954858399968 0.0047966696847709179 -0.0024724989481216728 0.0021868878787937376 -0.0043806568746430595 0.00060775812856192805 -0.0026220904169659454 0.0045773124856719576 -0.00025761848665356671
leaf_weight=79 1733 81 48 67 64 58 61 76 46 1438
leaf_count=79 1733 81 48 67 64 58 61 76 46 1438
internal_value=0 -2.98843e-05 0.00140568 -8.23839e-05 -3.60788e-05 -7.80157e-05 -0.00181669 -1.4936e-05 0.000292608 -0.000376851
internal_weight=0 3672 129 3543 3476 3412 119 3293 1779 1514
internal_count=3751 3672 129 3543 3476 3412 119 3293 1779 1514
is_linear=0
shrinkage=0.0995203


Tree=2503
num_leaves=22
num_cat=0
split_feature=2 21 2 6 0 2 0 21 21 20 21 1 18 0 17 17 17 21 18 1 5
split_gain=0.02563 0.0824348 0.0958877 0.0705412 0.142895 0.104214 0.0943951 0.0413433 0.0904367 0.0632696 0.112881 0.115273 0.0639178 0.0402127 0.052669 0.0500796 0.0796598 0.0623111 0.0342415 0.0323722 0.00502533
threshold=0.08666500000000002 -0.075024999999999994 0.09556000000000002 -0.09416999999999999 -0.100285 0.12875500000000004 -0.20796499999999998 0.10940500000000002 0.10664500000000003 -0.057024999999999999 0.11639500000000003 0.054560000000000004 -0.08428999999999999 0.12433000000000002 -0.11248999999999999 -0.55026999999999993 -0.52313499999999991 0.10323500000000002 -0.025879999999999997 0.50644500000000015 0.054660000000000007
decision_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 6 5 -5 -4 8 13 10 -9 -12 -11 15 -15 -1 -17 -18 -6 -8 -20
right_child=1 2 3 4 18 -7 19 9 -10 12 11 -13 -14 14 -16 16 17 -19 20 -21 -22
leaf_value=-0.0022955861029616666 0.0031567629245130686 -0.0052150671518122801 0.0043710657582835726 -0.0077045119132388333 0.0017105570250733556 -0.0014641054945411006 0.0010370159018613127 -0.0059283477867711097 0.0039597953212157262 -0.0021216547320958086 -0.003524118294252138 0.002144842547613312 0.0022404006884755231 0.0041588945806948002 -0.0003574163277630785 0.0031840017345366222 7.6391492896755604e-05 -0.002977494274021122 -0.00035517463505600874 -0.00229711758805556 -0.0018528113585757641
leaf_weight=90 50 50 55 51 79 56 57 56 61 53 70 72 89 54 48 80 2462 68 46 58 46
leaf_count=90 50 50 55 51 79 56 57 56 61 53 70 72 89 54 48 80 2462 68 46 58 46
internal_value=0 -0.000691244 -0.00107923 -0.000615818 -0.00159349 -0.00444616 0.000978152 4.51382e-05 0.000168598 -0.000992057 -0.00214266 -0.000643951 0.000606544 8.57707e-05 0.00202555 1.2187e-05 9.20791e-05 -5.36572e-06 0.000186721 -0.000637429 -0.00111289
internal_weight=0 548 498 448 278 107 170 3203 2863 340 198 142 142 2802 102 2700 2610 2530 171 115 92
internal_count=3751 548 498 448 278 107 170 3203 2863 340 198 142 142 2802 102 2700 2610 2530 171 115 92
is_linear=0
shrinkage=0.0995203


Tree=2504
num_leaves=16
num_cat=0
split_feature=21 21 1 1 17 9 9 9 9 26 9 9 5 6 5
split_gain=0.0433901 0.0487209 0.126363 0.105046 0.0360529 0.107531 0.0537336 0.14875 0.0891477 0.137301 0.0769824 0.0847032 0.0625486 0.13879 0.104308
threshold=-0.14589999999999997 -0.084999999999999992 -0.01538 0.00095500000000000023 0.51362000000000008 0.093825000000000033 0.093825000000000033 0.094835000000000017 0.092605000000000021 0.091570000000000026 0.09550500000000002 0.097680000000000031 -0.040404999999999996 0.093835000000000016 -0.021235
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 8 -8 12 -10 -9 -12 13 -3 -14
right_child=1 4 3 -5 5 -7 7 10 9 -11 11 -13 14 -15 -16
leaf_value=0.0031205278019744002 -0.0058633721134885739 -0.00018581253069868532 0.0029694788415681544 -0.0032172772458350127 -0.00049339278538438767 0.0053187200126655699 -0.0047430404167373942 0.0035684492926743808 -0.00090182558040046356 0.0058794887347249679 -0.0025109001028205871 0.00010767582827263819 0.0034435753310212971 -0.0057816584781170402 0.00032704287437923275
leaf_weight=46 49 972 61 49 82 51 79 50 52 68 157 552 116 46 1295
leaf_count=46 49 972 61 49 82 51 79 50 52 68 157 552 116 46 1295
internal_value=0 4.44722e-05 -0.00165921 0.000206118 0.000121661 0.00172916 5.82961e-05 -0.000632737 0.000285799 0.0029341 -0.00020384 -0.000471024 0.000154628 -0.000439474 0.000583837
internal_weight=0 3679 159 110 3520 133 3387 838 2549 120 759 709 2429 1018 1411
internal_count=3725 3679 159 110 3520 133 3387 838 2549 120 759 709 2429 1018 1411
is_linear=0
shrinkage=0.0995203


Tree=2505
num_leaves=21
num_cat=0
split_feature=21 21 1 1 18 3 3 26 26 1 2 0 2 0 18 26 7 3 3 3
split_gain=0.0351834 0.0395056 0.10246 0.0851811 0.033645 0.0901378 0.14692 0.130734 0.221006 0.117418 0.233553 0.276508 0.160117 0.124764 0.0513376 0.0948311 0.0464995 0.0405503 0.224866 0.175852
threshold=-0.14589999999999997 -0.084999999999999992 -0.01538 0.00095500000000000023 -0.011569999999999999 0.092395000000000019 0.091065000000000021 0.092385000000000023 0.090385000000000021 -0.07002499999999999 -0.081804999999999989 -0.075179999999999983 -0.082644999999999982 -0.066735000000000003 -0.0086449999999999982 0.08777500000000002 0.086645000000000028 0.08622500000000001 0.087445000000000023 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 2 -2 -4 5 6 7 8 -3 10 -7 -12 -11 -14 15 -6 17 19 -19 -16
right_child=1 4 3 -5 14 9 -8 -9 -10 12 11 -13 13 -15 16 -17 -18 18 -20 -21
leaf_value=0.0028099722739577115 -0.0052798485852652548 0.00061151005374195187 0.0026739557869367749 -0.0028970932697150557 -0.0055904904498133776 0.0015244264137611015 0.0053941703871836421 -0.0039706552222147458 0.0074185698050391741 -0.0035244413067469418 -0.011249158358723239 -0.0014822010950085928 0.0027281084072304797 -0.0012204731446445695 0.00024873844366014386 0.00068522070724277482 0.0030172974007836089 0.0047309380264808172 -0.00020142813494131371 -0.0043793310272155148
leaf_weight=46 49 648 61 49 47 90 74 54 51 79 46 77 240 118 303 48 48 98 1388 111
leaf_count=46 49 648 61 49 47 90 74 54 51 79 46 77 240 118 303 48 48 98 1388 111
internal_value=0 4.0002e-05 -0.00149408 0.000184864 0.00010953 0.000471528 0.00116104 0.000743945 0.00110933 -0.00040448 -0.00232109 -0.00514154 0.000527831 0.00142433 -0.000151778 -0.00241099 -4.1181e-05 -0.000118879 0.000123305 -0.000990144
internal_weight=0 3679 159 110 3520 1477 827 753 699 650 213 123 437 358 2043 95 1948 1900 1486 414
internal_count=3725 3679 159 110 3520 1477 827 753 699 650 213 123 437 358 2043 95 1948 1900 1486 414
is_linear=0
shrinkage=0.0995203


Tree=2506
num_leaves=28
num_cat=0
split_feature=8 8 2 5 2 8 8 3 4 5 17 1 2 6 25 8 8 1 5 1 20 21 20 5 18 18 8
split_gain=0.0367697 0.0726281 0.148174 0.109096 0.0544655 0.154697 0.0629122 0.0905455 0.0574877 0.0537398 0.0502704 0.0795655 0.0470889 0.0582246 0.0455094 0.0457298 0.0890104 0.121148 0.0612921 0.0709927 0.0580816 0.0530158 0.151295 0.128451 0.0474033 0.0555628 0.0256497
threshold=-0.088520000000000001 -0.092299999999999993 -0.083589999999999984 -0.091729999999999992 -0.080069999999999988 -0.099434999999999996 -0.098504999999999995 0.085730000000000015 0.11785500000000003 -0.25464999999999999 -0.090304999999999996 0.0052600000000000017 0.31326500000000007 -0.092579999999999996 0.082910000000000025 -0.07106999999999998 -0.065919999999999992 -0.040439999999999997 -0.16183 0.061835000000000008 -0.15190499999999998 0.08957500000000003 -0.076664999999999997 0.12043500000000003 0.14808000000000004 0.11906500000000002 -0.090440000000000006
decision_type=2 2 2 2 2 2 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 6 8 10 -8 12 -10 -1 -12 13 -6 15 18 17 -17 -2 21 -18 23 -23 -20 25 -22 -5
right_child=14 2 3 26 5 -7 7 -9 9 -11 11 -13 -14 -15 -16 16 20 -19 19 -21 24 22 -24 -25 -26 -27 -28
leaf_value=-0.0026695224188687254 0.0032728161618588458 0.0022135331712399308 -0.0075571801836838755 -0.0035400067112144541 -0.0029563979450996734 0.0051056977911523504 -0.0001136667843497859 -0.0062790016298318362 -0.00025804026898504476 0.0036622942324030525 0.0033982837200789298 -0.0015966995649686045 -0.0040245462785602031 0.0013659295996852738 0.0030774706238927189 -0.0048604317025304402 0.002577770206659192 0.0013154637244469811 0.00060595127946575119 -0.0034051371417883934 -0.00013831570249862038 0.0045778576493790187 -0.00081941547677504738 -0.0035463076678359942 -0.0027642714319690257 0.003076055063280919 -0.00059726986117984314
leaf_weight=48 80 60 48 54 51 68 49 46 83 59 69 58 47 78 55 87 84 49 946 46 1088 109 97 80 64 56 66
leaf_count=48 80 60 48 54 51 68 49 46 83 59 69 58 47 78 55 87 84 49 946 46 1088 109 97 80 64 56 66
internal_value=0 -0.00049321 -0.00202339 -0.00354144 3.73711e-05 0.000796993 -0.00104558 -0.00310761 -0.000121791 0.00136507 6.9135e-05 0.00111066 -0.00132607 -0.000336552 0.00024163 0.000185352 -0.000207416 -0.00262927 0.000598968 0.000430951 4.68827e-05 0.000574846 0.00203245 0.00028139 -0.000128429 1.83157e-05 -0.00192832
internal_weight=0 884 228 168 656 386 270 95 318 142 175 127 176 129 2841 2786 1428 136 1358 1278 1292 1232 206 1026 1208 1144 120
internal_count=3725 884 228 168 656 386 270 95 318 142 175 127 176 129 2841 2786 1428 136 1358 1278 1292 1232 206 1026 1208 1144 120
is_linear=0
shrinkage=0.0995203


Tree=2507
num_leaves=18
num_cat=0
split_feature=9 12 0 20 3 3 18 6 18 18 18 18 18 8 5 26 17
split_gain=0.0316165 0.0461578 0.0410078 0.0827302 0.182369 0.109678 0.0454385 0.0542433 0.207584 0.137341 0.0909476 0.117103 0.0541483 0.0816275 0.0494652 0.0827627 0.0774139
threshold=-0.25326499999999996 -0.085239999999999996 -0.16969499999999998 -0.0058900000000000003 0.10749000000000002 0.11387500000000002 -0.007069999999999999 0.087235000000000021 -0.011039999999999999 -0.015440000000000001 -0.010395 -0.015069999999999998 0.19545000000000004 -0.071344999999999992 -0.076589999999999991 -0.089654999999999999 -0.042709999999999991
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 -5 7 10 9 -9 11 -4 14 -14 16 -16 -8
right_child=1 2 6 5 -6 -7 12 8 -10 -11 -12 -13 13 -15 15 -17 -18
leaf_value=-0.0018481047845784458 0.0032373741883642716 -0.003263245599244543 -0.00014673226320106042 0.0068733675210324611 0.0041219623622623927 0.00019695387356318054 0.0022533807379992985 0.001084789787748877 0.0070581720895602131 -0.0040441365998918344 -0.004218424906723142 0.0042502103686275564 -0.00061981038782333024 0.0048888545840638526 -0.0050158028369780092 -0.00086949951499522065 -0.00042130639559733227
leaf_weight=84 46 81 955 49 56 49 123 474 53 58 50 64 61 47 52 591 832
leaf_count=84 46 81 955 49 56 49 123 474 53 58 50 64 61 47 52 591 832
internal_value=0 0.000104493 6.41785e-05 0.0013352 -0.000238499 0.00354352 -2.44736e-05 0.000346952 0.00111746 0.000524082 -7.39355e-05 0.000128622 -0.000385057 0.0017699 -0.000531211 -0.00120609 -7.59606e-05
internal_weight=0 3641 3595 235 137 98 3360 1654 585 532 1069 1019 1706 108 1598 643 955
internal_count=3725 3641 3595 235 137 98 3360 1654 585 532 1069 1019 1706 108 1598 643 955
is_linear=0
shrinkage=0.0995203


Tree=2508
num_leaves=12
num_cat=0
split_feature=21 19 3 8 17 4 21 17 2 9 19
split_gain=0.0392877 0.0343808 0.089152 0.0493657 0.0378601 0.0856491 0.037448 0.0322543 0.0441114 0.0359204 0.0218285
threshold=0.15544000000000005 0.11183000000000003 0.09049500000000002 -0.083135000000000001 -0.55380499999999999 0.09777000000000001 0.13557500000000003 -0.54192999999999991 -0.19220999999999999 0.097680000000000031 0.13612500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 7 -6 -9 -10 -5
right_child=-2 2 3 10 6 -7 -8 8 9 -11 -12
leaf_value=-0.0048989911905015166 0.002476940604775677 0.0044252317745661291 -0.0024726292946441828 -4.5419545587086665e-05 0.0019951982497377839 0.00053469234955841555 -0.0027180436299830617 -0.0025763640580753078 -4.8528556790284621e-05 0.00094558639069512002 0.0024108835862700871
leaf_weight=50 68 63 53 77 85 67 48 63 2708 415 66
leaf_count=50 68 63 53 77 85 67 48 63 2708 415 66
internal_value=0 6.2359e-05 0.00116812 0.000117012 -2.07531e-05 -0.0017804 4.10306e-05 8.17687e-05 3.04629e-05 8.33123e-05 0.00108253
internal_weight=0 3695 259 196 3436 117 3319 3271 3186 3123 143
internal_count=3763 3695 259 196 3436 117 3319 3271 3186 3123 143
is_linear=0
shrinkage=0.0995203


Tree=2509
num_leaves=15
num_cat=0
split_feature=27 30 2 19 17 18 17 19 17 0 0 20 21 21
split_gain=0.0408071 0.0274776 0.0237407 0.0210545 0.0884197 0.030398 0.0583366 0.0274309 0.0966184 0.168689 0.0876514 0.0327474 0.0677968 0.0387207
threshold=0.12102500000000002 0.11290000000000001 -0.24206999999999998 0.11183000000000003 -0.0058449999999999995 0.13881000000000002 0.51362000000000008 0.0069650000000000016 -0.015464999999999998 -0.081674999999999984 -0.089164999999999994 -0.14091999999999996 -0.091869999999999993 0.092005000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 6 -6 11 9 -9 -10 12 -4 -13
right_child=-2 -3 3 4 5 -7 -8 8 10 -11 -12 13 -14 -15
leaf_value=-0.0021317056476005255 0.0030100428884547769 -0.0023065110001481586 0.0018268704465903395 0.0042963577360000602 0.0027454829060587246 -0.00172347083024445 -0.0015320199005031921 -0.0055659859073129798 0.0037038517915152615 0.00057959619537078459 -0.0018274222888621623 3.7509811322637622e-05 -0.002556157445932984 0.00095162862504258739
leaf_weight=47 47 48 50 61 72 69 56 84 67 93 49 2333 115 572
leaf_count=47 47 48 50 61 72 69 56 84 67 93 49 2333 115 572
internal_value=0 5.8536e-05 8.97086e-05 0.000118768 0.000985355 -3.57252e-05 0.00086768 5.20428e-05 -0.000867602 -0.00233233 0.00136031 0.00014008 -0.00122301 0.000217783
internal_weight=0 3716 3668 3621 258 197 128 3363 293 177 116 3070 165 2905
internal_count=3763 3716 3668 3621 258 197 128 3363 293 177 116 3070 165 2905
is_linear=0
shrinkage=0.0995203


Tree=2510
num_leaves=18
num_cat=0
split_feature=27 19 17 7 5 20 9 8 6 0 8 8 5 0 26 6 1
split_gain=0.0330882 0.0223136 0.0604449 0.0350249 0.0285018 0.0699842 0.0897964 0.103021 0.0921293 0.048558 0.114358 0.0766521 0.0719748 0.0642397 0.0582402 0.021467 0.0344853
threshold=0.12102500000000002 0.11368500000000002 -0.0058449999999999995 -0.10984999999999999 0.0016150000000000003 0.0057800000000000013 0.087495000000000031 0.0017700000000000003 -0.074569999999999984 -0.066264999999999991 -0.057284999999999996 -0.1205 -0.338115 -0.070134999999999989 0.11538500000000003 -0.083069999999999991 -0.019984999999999999
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 9 6 7 -6 -8 13 11 -11 -12 14 -5 -4 -17
right_child=-2 2 15 4 5 -7 8 -9 -10 10 12 -13 -14 -15 -16 16 -18
leaf_value=-0.0025032026820318702 0.0027104828061328833 0.0040208258357387529 0.0015696557007160168 3.0874766769208975e-05 -0.0010906665215506838 0.0026434942428239356 0.0032605411240675492 -0.005567905280468387 -0.00032910300271038316 0.002753249313111474 0.0013959975242361453 -0.0023447314312935816 0.0067345739039948206 -0.0027851065754119476 0.0020747755154814401 0.0013817020053627307 -0.0020058235726817504
leaf_weight=55 47 51 69 1897 342 70 82 60 518 47 50 77 51 75 149 50 73
leaf_count=55 47 51 69 1897 342 70 82 60 518 47 50 77 51 75 149 50 73
internal_value=0 5.26886e-05 0.00097468 -1.15859e-05 2.82679e-05 -0.000396594 -0.000609792 -0.00176095 0.000160118 0.000222757 0.00161307 -0.00040583 0.00409982 7.48835e-05 0.000180122 0.000161283 -0.000622125
internal_weight=0 3716 243 3473 3418 1072 1002 402 600 2346 225 124 101 2121 2046 192 123
internal_count=3763 3716 243 3473 3418 1072 1002 402 600 2346 225 124 101 2121 2046 192 123
is_linear=0
shrinkage=0.0995203


Tree=2511
num_leaves=9
num_cat=0
split_feature=27 8 9 2 2 9 6 4
split_gain=0.0268277 0.0193842 0.040648 0.0486269 0.0475902 0.026767 0.05502 0.0367244
threshold=0.12102500000000002 -0.51030999999999993 -0.26414499999999996 0.31326500000000007 0.15165000000000003 -0.087554999999999994 -0.09416999999999999 0.13630500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -7
right_child=-2 2 3 -5 -6 7 -8 -9
leaf_value=0.0015799518446422509 0.0024407350990754031 -0.0025335277882683744 0.0006760794300244349 0.0030493430476849904 -0.0031333281814632198 7.5325445677222871e-05 -0.0028592822750600154 0.0026928387489837742
leaf_weight=80 47 61 84 53 47 3247 90 54
leaf_count=80 47 61 84 53 47 3247 90 54
internal_value=0 4.74889e-05 1.35461e-05 5.72357e-05 1.19772e-05 5.47536e-05 -0.00114785 0.000118393
internal_weight=0 3716 3636 3575 3522 3475 174 3301
internal_count=3763 3716 3636 3575 3522 3475 174 3301
is_linear=0
shrinkage=0.0995203


Tree=2512
num_leaves=10
num_cat=0
split_feature=26 21 2 29 21 27 26 3 21
split_gain=0.0898042 0.0551449 0.100126 0.04953 0.0420446 0.050889 0.0360691 0.0792046 0.0756575
threshold=0.40795000000000009 -0.092419999999999988 -0.082644999999999982 -0.096654999999999991 0.15665000000000004 -0.089394999999999988 0.08734500000000002 0.11926500000000002 -0.032929999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 8 -8 -7
right_child=-2 3 -4 4 -6 6 7 -9 -10
leaf_value=0.0054814424136791027 0.0033343836436456327 -0.0025011313570968779 -0.00093942051011121461 0.0031388551616551999 -0.0026945415869527407 -0.0015543224615940754 -0.00057505998729776497 0.0018726581161802062 0.00053528023739419714
leaf_weight=50 84 78 46 53 55 191 1340 145 1679
leaf_count=50 84 78 46 53 55 191 1340 145 1679
internal_value=0 4.26472e-05 0.00239625 -2.09302e-05 3.46971e-05 7.89831e-05 3.04013e-05 -0.000335506 0.000321412
internal_weight=0 3637 96 3541 3463 3408 3355 1485 1870
internal_count=3721 3637 96 3541 3463 3408 3355 1485 1870
is_linear=0
shrinkage=0.0995203


Tree=2513
num_leaves=13
num_cat=0
split_feature=26 6 21 18 6 6 0 0 26 17 18 26
split_gain=0.0738504 0.106598 0.0472224 0.0439237 0.100574 0.0628463 0.0526535 0.132464 0.164151 0.138839 0.0623179 0.046767
threshold=0.15583500000000003 -0.097850000000000006 -0.10962999999999999 0.15891500000000006 0.088915000000000022 0.15358000000000002 -0.068604999999999985 -0.071799999999999989 0.11377500000000003 -0.041415 0.10698500000000001 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 7 8 -4 -9 11 -8
right_child=1 -3 3 4 -6 -7 10 9 -10 -11 -12 -13
leaf_value=0.0026190258095461338 0.0062888492928865961 0.00030495430576667611 0.00020589520134548718 0.00062968238885284945 -0.0047088293848702115 0.0031822511216772634 -0.00352319146809792 0.00038762140969090896 -0.003930160209603191 0.0073010790153119525 -0.0035861306143235112 -0.00023111813825800538
leaf_weight=68 46 83 2372 78 63 62 46 65 99 52 70 617
leaf_count=68 46 83 2372 78 63 62 46 65 99 52 70 617
internal_value=0 0.00244509 2.12432e-05 -2.8652e-05 -0.00174981 4.28419e-05 -1.55215e-05 0.000195119 3.98538e-05 0.00346727 -0.000760346 -0.000460762
internal_weight=0 129 3592 3524 141 3383 3321 2588 2471 117 733 663
internal_count=3721 129 3592 3524 141 3383 3321 2588 2471 117 733 663
is_linear=0
shrinkage=0.0995203


Tree=2514
num_leaves=11
num_cat=0
split_feature=30 29 20 20 20 2 26 20 8 26
split_gain=0.0675925 0.0430504 0.0376165 0.0379535 0.176101 0.0917313 0.0520894 0.0508768 0.0559521 0.0507851
threshold=-1.0000000180025095e-35 -0.090694999999999998 -0.39977999999999997 -0.042414999999999994 -0.053499999999999999 0.11665500000000002 0.096980000000000025 -0.014035000000000001 0.15415000000000004 0.11538500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -5 9 -9
right_child=1 2 3 7 -6 -7 -8 8 -10 -11
leaf_value=0.0038056493810237624 -0.0020908883255510899 0.0027328369926726873 -0.00061465794593910526 0.0029943482081383542 -0.0052434328922659722 0.0031281394021554867 0.0015926364447638563 0.0001209674312085428 -0.0030804323552723251 0.0016562151946715158
leaf_weight=48 91 53 892 67 70 81 120 2010 50 239
leaf_count=48 91 53 892 67 70 81 120 2010 50 239
internal_value=0 4.63241e-05 0.000100848 6.10878e-05 -0.000404128 -9.34508e-05 -0.000352114 0.000290109 0.000210943 0.000284481
internal_weight=0 3673 3582 3529 1163 1093 1012 2366 2299 2249
internal_count=3721 3673 3582 3529 1163 1093 1012 2366 2299 2249
is_linear=0
shrinkage=0.0995203


Tree=2515
num_leaves=16
num_cat=0
split_feature=30 21 18 21 17 9 17 21 17 6 2 10 18 18 20
split_gain=0.0548062 0.0405356 0.0354748 0.0647707 0.0646589 0.109597 0.0761447 0.167939 0.13656 0.131782 0.0668951 0.0511756 0.0524 0.0498366 0.0475964
threshold=-1.0000000180025095e-35 -0.10962999999999999 -0.083039999999999989 -0.087465000000000001 -0.015100000000000001 0.085145000000000012 -0.13530499999999998 0.085855000000000029 -0.17921000000000001 -0.0092549999999999993 -0.095204999999999998 0.093790000000000026 -0.080814999999999984 -0.090899999999999995 -0.014955
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 13 8 9 10 -8 -3 12 -5 -6 -14
right_child=1 2 3 11 5 -7 7 -9 -10 -11 -12 -13 14 -15 -16
leaf_value=0.0034269101244570523 0.0025049280729552573 0.0022481663994709743 -0.0034749680247923957 -0.0033783166473050322 0.002289310378908397 0.0050621791701968037 -0.0068472355713189419 0.0031274406108402703 0.0045081508436653856 -0.0011171672533279815 -0.00074501531457782616 -0.0032033421652548017 -0.00063524770829975351 -0.0022455829886609373 0.00029873593336430669
leaf_weight=48 65 103 58 46 48 77 52 70 86 171 262 52 781 48 1754
leaf_count=48 65 103 58 46 48 77 52 70 86 171 262 52 781 48 1754
internal_value=0 4.17361e-05 -2.41274e-06 -0.000184804 0.000531935 0.00226524 0.000127794 -0.00112004 0.000940285 -0.002457 9.73933e-05 -0.000112017 -4.94182e-05 1.33364e-05 1.0665e-05
internal_weight=0 3673 3608 2691 917 173 744 293 451 223 365 2633 2581 96 2535
internal_count=3721 3673 3608 2691 917 173 744 293 451 223 365 2633 2581 96 2535
is_linear=0
shrinkage=0.0995203


Tree=2516
num_leaves=14
num_cat=0
split_feature=19 23 4 4 6 11 21 2 8 21 3 9 2
split_gain=0.0280731 0.0238336 0.0294524 0.100506 0.0712643 0.0543501 0.067141 0.0646431 0.0623247 0.0802151 0.0373234 0.0692347 0.0341699
threshold=0.14071500000000006 -0.067359999999999989 0.10606500000000003 0.10373000000000003 -0.16169999999999998 -0.15511999999999998 0.088120000000000018 0.42136500000000005 -0.42187000000000002 -0.032929999999999994 0.14530500000000005 0.11985000000000003 -0.069815000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 12 6 -4 8 -7 -10 11 -6 -3
right_child=-2 2 5 -5 10 7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.0019853107957139306 0.0022925321662595794 -0.00085461020198825859 0.0040225281617175005 0.0040292850717154535 1.1925280199067627e-06 0.0023781151745826674 -0.0012604040805574085 -0.0045049770992948799 -0.0051404512326810774 -0.0007270726969862164 0.0027252096598124006 -0.0032838893193314995 -0.004485709784877793
leaf_weight=52 48 52 47 59 2809 52 48 54 47 315 48 65 52
leaf_count=52 48 52 47 59 2809 52 48 54 47 315 48 65 52
internal_value=0 -0.000129109 -0.000159473 -3.83933e-05 -0.000117974 -0.000821484 0.00134464 -0.00126294 -0.000838085 -0.00130234 -2.65762e-05 -7.28199e-05 -0.00267803
internal_weight=0 3700 3648 3085 3026 563 95 468 414 362 2922 2874 104
internal_count=3748 3700 3648 3085 3026 563 95 468 414 362 2922 2874 104
is_linear=0
shrinkage=0.0995203


Tree=2517
num_leaves=13
num_cat=0
split_feature=17 9 8 17 26 26 26 1 18 9 18 26
split_gain=0.0446095 0.0696105 0.0716173 0.0302639 0.0345819 0.040443 0.0306465 0.0621265 0.108475 0.0740951 0.0542213 0.0557998
threshold=0.51174000000000019 0.091965000000000033 -0.073439999999999991 0.42451000000000011 0.50635500000000022 0.29612500000000008 0.10144500000000002 -0.076329999999999995 0.089505000000000015 0.098720000000000016 0.24916000000000005 0.097125000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 10 8 -8 -9 11 -1
right_child=1 2 -4 -5 -6 -7 7 9 -10 -11 -12 -13
leaf_value=-0.00010313799525433736 -0.00063847985982811329 0.00600022796184953 0.0004840891661683621 -0.0023450995804499917 0.0024715492155323602 -0.0029743586737055144 -0.00092281928588607888 -0.0029499242105276297 0.0036827994469807528 0.00087485209372546572 -0.0032233484326633743 -0.0028189121125911597
leaf_weight=2845 83 48 46 62 50 50 83 79 129 137 59 77
leaf_count=2845 83 48 46 62 50 50 83 79 129 137 59 77
internal_value=0 0.00145359 0.00330955 -0.00016476 -0.000126002 -0.000163787 -0.000122324 0.000664671 0.0018758 -0.000520235 -0.000235592 -0.000174984
internal_weight=0 177 94 3571 3509 3459 3409 428 212 216 2981 2922
internal_count=3748 177 94 3571 3509 3459 3409 428 212 216 2981 2922
is_linear=0
shrinkage=0.0995203


Tree=2518
num_leaves=24
num_cat=0
split_feature=26 26 26 4 3 2 2 5 2 9 6 3 2 5 5 6 2 1 8 8 27 8 6
split_gain=0.0294749 0.105115 0.101274 0.0830871 0.115483 0.0646728 0.179405 0.190392 0.115645 0.0660943 0.0282875 0.142573 0.155416 0.115925 0.149179 0.0817963 0.263783 0.116532 0.0353478 0.0856605 0.0704539 0.0862576 0.0593272
threshold=0.088475000000000012 0.088825000000000029 0.088115000000000013 0.11541000000000003 0.084290000000000018 -0.081204999999999986 -0.082275000000000001 -0.080119999999999983 -0.080555000000000002 0.090695000000000012 0.086875000000000022 0.10850000000000003 -0.07934999999999999 -0.019465 -0.0086449999999999982 0.041585000000000011 -0.081445000000000004 -0.091259999999999994 -0.078844999999999985 -0.081864999999999993 1.0000000180025095e-35 -0.014194999999999999 -0.0065449999999999996
decision_type=2 2 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 4 -3 6 7 -6 -7 -10 15 12 13 -12 -15 18 17 -17 19 22 21 -20 -1
right_child=1 3 -4 -5 5 8 -8 -9 9 -11 11 -13 -14 14 -16 16 -18 -19 20 -21 -22 -23 -24
leaf_value=6.4164072535817838e-06 0.0047608219399607092 -0.0049621980158372492 -0.0045572899812538004 0.003479144867219832 0.0054726542283428728 -0.0051250915160935542 0.0050676125349397401 -0.0010655327557988078 -0.0019920748163061532 0.00033859447353783785 -0.0032129650248210314 -0.0041510473825469834 0.005089921668049285 0.005262461361876419 -0.00055019332480271536 0.0024844141685730599 -0.0088691278820681695 -0.0027880814809748094 0.0034693061252534219 -0.0047773203749942447 -0.0028403264402299317 0.00020017382004806881 -0.0025887897318964954
leaf_weight=636 50 46 54 69 53 48 90 263 148 648 74 55 82 66 129 77 46 90 90 46 65 722 101
leaf_count=636 50 46 54 69 53 48 90 263 148 648 74 55 82 66 129 77 46 90 90 46 65 722 101
internal_value=0 0.000278671 -0.000296908 0.00011389 -6.46472e-05 0.000114928 0.00114754 2.8472e-05 -0.000380832 -9.37177e-05 -0.000195601 0.000556692 0.0012967 0.000137364 0.00141297 -0.000359108 -0.00219534 -0.000352149 -0.000123002 -0.000609379 0.00031031 0.000563524 -0.000348125
internal_weight=0 1415 2333 1365 1296 1250 406 316 844 796 2279 406 351 269 195 1873 213 167 1660 783 877 812 737
internal_count=3748 1415 2333 1365 1296 1250 406 316 844 796 2279 406 351 269 195 1873 213 167 1660 783 877 812 737
is_linear=0
shrinkage=0.0995203


Tree=2519
num_leaves=12
num_cat=0
split_feature=29 9 2 29 29 29 10 8 21 11 0
split_gain=0.0249601 0.0780458 0.124875 0.0254248 0.0471074 0.0451496 0.0452157 0.044224 0.0686373 0.0452908 0.0290952
threshold=-0.084014999999999992 -0.078344999999999984 -0.026175 -0.078484999999999985 -0.055059999999999998 -0.011859999999999999 0.093790000000000026 0.10528000000000003 0.090095000000000022 -0.16269500000000001 -0.093765000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 -5 -6 7 9 -9 -7 -2
right_child=3 2 -4 4 5 6 -8 8 -10 -11 -12
leaf_value=0.0017551963841713149 0.0033843009646148626 0.00044180839045710764 -0.0064781976919363587 -0.0029803989041929501 0.0027596045116411523 0.0029047661789632063 -0.0028950048811482161 0.0035383582795101669 -0.00076015435568320584 -0.00014399406003234107 3.1100051908200696e-05
leaf_weight=54 46 53 50 54 57 49 55 84 65 3122 59
leaf_count=54 46 53 50 54 57 49 55 84 65 3122 59
internal_value=0 -0.00129985 -0.00290947 -1.75781e-05 -6.37616e-05 -1.76319e-05 -6.4779e-05 -1.76461e-05 0.00165767 -9.66248e-05 0.00150792
internal_weight=0 157 103 3591 3486 3432 3375 3320 149 3171 105
internal_count=3748 157 103 3591 3486 3432 3375 3320 149 3171 105
is_linear=0
shrinkage=0.0995203


Tree=2520
num_leaves=25
num_cat=0
split_feature=8 8 8 17 17 8 17 2 2 2 9 8 26 8 2 2 26 26 1 0 6 8 20 1
split_gain=0.0260166 0.137892 0.111967 0.0507047 0.0871191 0.0921604 0.0818024 0.0787493 0.219427 0.107491 0.0581216 0.0928637 0.324784 0.122503 0.04832 0.0815408 0.0484089 0.144346 0.0969539 0.181041 0.0933013 0.0731821 0.0438223 0.143337
threshold=-0.050299999999999997 -0.041669999999999992 -0.057284999999999996 -0.092649999999999996 -0.086174999999999988 -0.067434999999999981 -0.10193000000000001 -0.08237499999999999 -0.082904999999999993 -0.081734999999999988 0.09649000000000002 -0.082244999999999999 0.088545000000000026 -0.087374999999999994 0.10166000000000001 0.094050000000000022 -0.025024999999999999 -0.066534999999999997 1.0000000180025095e-35 -0.110495 0.041585000000000011 0.0017700000000000003 -0.053499999999999999 0.10637500000000003
decision_type=2 2 2 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 7 10 8 -6 -9 11 13 -13 -1 15 16 17 21 20 -20 -18 -3 -16 -24
right_child=1 14 -4 4 5 -7 -8 9 -10 -11 -12 12 -14 -15 22 -17 18 -19 19 -21 -22 -23 23 -25
leaf_value=0.0016597403625656473 -0.0052150707960345625 -0.0019738688702622309 0.0044424584407518333 -0.004002984233943691 -0.00024817589722561439 -0.0032528893573028372 0.0045977386089722906 0.0038153600616631822 -0.0064003600918175543 0.0002254873126711629 -0.0019777721244365479 0.0085165478080753577 -5.0733383733487033e-05 -0.0028602427353900868 0.0035959137995326155 -0.0038293867392207121 -0.0019859976023736937 -0.0061166424648604447 0.0074647883653791063 0.00033458870083204775 0.0020207089463199026 0.00080997493269902065 -0.0027245598381023545 0.0036083319201503806
leaf_weight=125 58 163 57 60 562 90 51 90 64 1016 84 61 155 113 54 69 187 49 48 134 83 219 75 67
leaf_count=125 58 163 57 60 562 90 51 90 64 1016 84 61 155 113 54 69 187 49 48 134 83 219 75 67
internal_value=0 -0.000479998 8.15986e-05 -1.86647e-05 -0.000271189 -0.000147849 0.000786824 1.30259e-05 -0.000878461 0.000518351 0.000424045 0.000870237 0.00236494 -0.000482863 -0.000240056 -0.000533612 -0.000275144 -0.00103033 0.000443144 0.00221958 -0.000751274 -0.000375753 0.00118161 0.00025773
internal_weight=0 1206 2528 2471 1882 1822 589 1732 626 1106 538 454 216 238 1148 952 883 431 452 182 270 382 196 142
internal_count=3734 1206 2528 2471 1882 1822 589 1732 626 1106 538 454 216 238 1148 952 883 431 452 182 270 382 196 142
is_linear=0
shrinkage=0.0995203


Tree=2521
num_leaves=11
num_cat=0
split_feature=19 0 29 6 26 26 26 5 26 26
split_gain=0.0227052 0.0494954 0.0251228 0.0852764 0.0360979 0.0338394 0.0295876 0.0677778 0.0524105 0.0644919
threshold=-0.031244999999999998 -0.069294999999999982 0.0035350000000000004 -0.095324999999999993 0.41344500000000012 0.15222000000000005 0.11991000000000003 -0.072535000000000002 0.11746500000000003 0.11275500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 8 -8 9 -2
right_child=2 -3 3 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0039032241202392303 8.3464997308193385e-05 0.00065169459870299492 0.001092755520428328 -0.0036793193669108775 -0.0024161286573827394 0.0024948701454286424 -0.0040822559068789815 0.00078473292525537363 0.0032584305103492872 -0.002743776801082939
leaf_weight=47 3132 47 73 75 60 55 55 58 50 82
leaf_count=47 3132 47 73 75 60 55 55 58 50 82
internal_value=0 -0.00161706 -4.99879e-05 -0.00131999 3.60385e-06 4.61454e-05 6.02147e-06 -0.00157691 6.10736e-05 1.10778e-05
internal_weight=0 94 3640 148 3492 3432 3377 113 3264 3214
internal_count=3734 94 3640 148 3492 3432 3377 113 3264 3214
is_linear=0
shrinkage=0.0995203


Tree=2522
num_leaves=11
num_cat=0
split_feature=18 21 0 6 8 8 2 2 0 3
split_gain=0.0222112 0.0239484 0.0282671 0.0369603 0.040291 0.109379 0.0516657 0.177356 0.0603313 0.0433807
threshold=-0.45171999999999995 -0.096850000000000006 -0.25289499999999993 0.18123500000000006 -0.07106999999999998 -0.073644999999999988 -0.082704999999999987 -0.080644999999999994 -0.070134999999999989 0.14823500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 9 8 -8 -6 -4
right_child=1 2 3 -5 6 -7 7 -9 -10 -11
leaf_value=-0.0017537071920258409 -0.0016671519681227891 0.0021931761667541984 0.00016715004205301016 0.0023869526277341601 0.0014438448380742288 0.0047349590615668935 -0.0066732012384364253 -0.00061607918088880617 -0.00083256508974542405 -0.0020427073291190319
leaf_weight=77 88 57 2002 61 235 51 51 794 226 92
leaf_count=77 88 57 2002 61 235 51 51 794 226 92
internal_value=0 -4.52403e-05 -5.01979e-06 -4.09298e-05 -8.40824e-05 0.000180974 -0.000520042 -0.000982626 0.000326085 6.96689e-05
internal_weight=0 3657 3569 3512 3451 2145 1306 845 461 2094
internal_count=3734 3657 3569 3512 3451 2145 1306 845 461 2094
is_linear=0
shrinkage=0.0995203


Tree=2523
num_leaves=20
num_cat=0
split_feature=1 4 19 17 3 17 19 3 4 19 20 27 3 3 6 1 26 3 3
split_gain=0.0203093 0.0615847 0.0507629 0.075017 0.0817166 0.0708657 0.0708371 0.0545089 0.0884406 0.0281343 0.0265427 0.0309216 0.0282233 0.1454 0.0935877 0.0862722 0.077068 0.134066 0.0725127
threshold=-0.093734999999999999 0.11995000000000003 0.07882500000000002 -0.089699999999999988 0.084795000000000023 -0.0064000000000000003 0.091360000000000025 0.089095000000000021 0.091430000000000025 -0.050215000000000003 -0.25378999999999996 -0.086859999999999993 0.093245000000000022 0.092200000000000018 0.096575000000000022 -0.021369999999999997 0.11928500000000002 0.094045000000000031 0.10089500000000003
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 -5 -4 -6 -9 -2 -11 -12 13 14 -13 -15 17 -14 -18
right_child=9 -3 6 5 7 -7 -8 8 -10 10 11 12 16 15 -16 -17 18 -19 -20
leaf_value=0.0039515335401328787 -0.0020670146388913147 -0.0029240592823252228 -0.0037320371256829173 0.0062983997304712509 -0.0027176713898852773 0.0013142854573721266 0.0011389841442767327 0.002919445902875338 -0.0013111532707329205 -0.0022946085165508516 -0.0023435591485706183 -0.00024014246999253024 0.0052842615467307355 -0.0071365384576185737 0.0037042940157738951 -0.001049969790948863 -0.0045693304106270696 0.00036464674718367094 -0.00024132520541945361
leaf_weight=55 76 49 54 49 67 68 65 88 110 55 59 1518 58 47 62 46 56 1029 123
leaf_count=55 76 49 54 49 67 68 65 88 110 55 59 1518 58 47 62 46 56 1029 123
internal_value=0 0.000454798 0.000754048 0.00125114 0.000459738 0.00340865 -0.00106452 -0.000261885 0.000564979 -0.000174907 -0.000127538 -8.75084e-05 -4.194e-05 -0.000310463 -8.48426e-05 -0.00413478 0.000312263 0.0006279 -0.00159991
internal_weight=0 605 556 437 320 117 119 265 198 3129 3053 2998 2939 1673 1580 93 1266 1087 179
internal_count=3734 605 556 437 320 117 119 265 198 3129 3053 2998 2939 1673 1580 93 1266 1087 179
is_linear=0
shrinkage=0.0995203


Tree=2524
num_leaves=18
num_cat=0
split_feature=28 0 9 29 1 1 2 2 4 4 1 26 26 2 1 2 5
split_gain=0.028788 0.0265339 0.100004 0.0282927 0.0729885 0.0341647 0.0630037 0.170269 0.0727536 0.0514543 0.042502 0.187204 0.210184 0.0443061 0.157019 0.0584286 0.031199
threshold=0.10217500000000003 0.12433000000000002 0.095415000000000014 0.0050600000000000011 0.11120500000000003 -0.087734999999999994 0.096520000000000022 -0.082174999999999984 0.079660000000000022 0.10662500000000001 -0.082635 0.087960000000000024 0.091570000000000026 -0.084804999999999992 -0.049499999999999995 -0.08385999999999999 0.26411500000000004
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 -5 6 7 16 -9 -8 11 -7 -13 14 -12 -15 -1
right_child=-2 2 -4 4 -6 10 9 8 -10 -11 13 12 -14 15 -16 -17 -18
leaf_value=6.7116685006500483e-05 -0.0024655604167348783 -0.0006586623527007092 0.005079804455911237 0.0035666000437670035 -0.0014479004949307121 0.0052341486775847167 0.0027408374746334964 -0.0022108927143866452 -0.0073603875102534883 -0.0012208505374609506 -0.006112996448442167 -0.0040928866619181908 0.0037138579754695559 0.0033022598510771329 -0.00029758145567208058 6.9688848901336284e-05 -0.0021746878964442394
leaf_weight=360 47 83 47 69 49 80 83 57 53 53 51 81 59 57 472 1980 74
leaf_count=360 47 83 47 69 49 80 83 57 53 53 51 81 59 57 472 1980 74
internal_value=0 1.28932e-05 0.00140972 -3.76291e-05 0.00147737 -8.95333e-05 -0.000721943 -0.00120166 -0.00469946 0.00119093 6.48623e-05 0.00139239 -0.000797054 -4.89024e-05 -0.000866234 0.000160546 -0.00031324
internal_weight=0 3708 130 3578 118 3460 680 544 110 136 2780 220 140 2560 523 2037 434
internal_count=3755 3708 130 3578 118 3460 680 544 110 136 2780 220 140 2560 523 2037 434
is_linear=0
shrinkage=0.0995203


Tree=2525
num_leaves=23
num_cat=0
split_feature=26 5 26 18 6 9 5 5 9 21 3 26 8 29 8 5 3 26 3 5 26 11
split_gain=0.0240095 0.0341666 0.062635 0.0857185 0.063462 0.0607651 0.033387 0.0326356 0.109084 0.0972952 0.189243 0.0330774 0.0654021 0.0957957 0.094149 0.0718955 0.056076 0.0390284 0.115347 0.0789874 0.0497301 0.0478712
threshold=0.31428500000000009 0.40898000000000007 0.096980000000000025 -0.057764999999999997 -0.065394999999999995 0.09550500000000002 -0.056974999999999998 0.23932500000000004 0.093235000000000026 0.091325000000000031 0.090050000000000033 -0.019129999999999998 -0.013304999999999999 -0.034615 -0.0041249999999999993 -0.015824999999999995 0.10749000000000002 0.11538500000000003 0.093535000000000021 -0.072535000000000002 0.11081000000000002 -0.065469999999999987
decision_type=2 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 -2 11 9 10 -9 12 13 15 -14 -1 -16 20 -19 -20 21 -13
right_child=6 2 -4 -5 5 -7 -8 8 -10 -11 -12 17 14 -15 16 -17 -18 18 19 -21 -22 -23
leaf_value=-0.00091050363729880998 4.0260539989198712e-05 0.0019276433488271056 0.0044234931131109335 0.0041739965571184175 0.00023548368881183351 -0.0039867618974101611 -0.0035101905575507732 -0.0016654497625842096 -0.0049411147363997345 -0.0036837969971740929 0.0063467286777520353 -0.0033698363687233229 -0.0030566186847028071 0.0046037821681685701 0.0017853395281058871 0.0032568729633860294 -0.0017779875919607423 0.0047300115223857311 -0.0029594581486185713 0.0013520585972591249 -0.0033356958155272729 -0.00012497019439865369
leaf_weight=117 60 72 46 49 72 63 46 72 58 49 49 46 87 85 160 63 60 63 66 116 51 2205
leaf_count=117 60 72 46 49 72 63 46 72 58 49 49 46 87 85 160 63 60 63 66 116 51 2205
internal_value=0 2.65204e-05 0.00104047 0.000429389 -0.000453061 -0.00172883 -0.00149278 -6.47241e-05 -0.00121418 5.25533e-05 0.00157239 1.90388e-05 0.000703158 0.00184897 -0.000283228 0.000543531 0.000809802 -0.000134278 0.00105921 -0.000206961 -0.000261655 -0.000191644
internal_weight=0 3649 302 256 207 135 106 3347 228 170 121 3119 572 265 307 180 220 2547 245 182 2302 2251
internal_count=3755 3649 302 256 207 135 106 3347 228 170 121 3119 572 265 307 180 220 2547 245 182 2302 2251
is_linear=0
shrinkage=0.0995203


Tree=2526
num_leaves=25
num_cat=0
split_feature=9 9 2 17 18 2 5 8 17 9 8 17 9 17 17 35 18 8 18 4 9 27 6 6
split_gain=0.0244502 0.141213 0.0699545 0.110145 0.0876884 0.155345 0.0742162 0.129522 0.0989514 0.157344 0.0859345 0.0715662 0.0633529 0.0554602 0.0446864 0.0403893 0.0315721 0.094467 0.129323 0.0854653 0.0803626 0.0488365 0.0467926 0.045628
threshold=0.094085000000000016 0.093535000000000021 -0.070354999999999987 0.51174000000000019 -0.067924999999999999 -0.065999999999999989 -0.076589999999999991 -0.012839999999999999 -0.54441499999999998 0.097365000000000021 -0.069444999999999993 -0.038314999999999995 0.11479000000000002 -1.0000000180025095e-35 0.026115000000000006 -0.083194999999999991 -0.098315 -0.086914999999999992 -0.17307499999999998 0.080475000000000033 0.092605000000000021 -0.032854999999999995 -0.10198499999999999 -0.03764
decision_type=2 2 2 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 3 6 -4 -6 7 -2 -8 11 -11 -10 -7 -14 -15 -1 17 -17 23 -20 21 -18 -23 -19
right_child=2 -3 4 -5 5 12 8 -9 9 10 -12 -13 13 14 -16 16 20 18 19 -21 -22 22 -24 -25
leaf_value=0.0027104456280443489 0.0051022510324411439 -0.005453457034712051 0.0030174183185989706 0.0056704674844946391 -0.0065793406477518222 -0.0029893612883004246 0.0032514972697113543 -0.00086975546587071564 -0.0011868956158240514 0.0047496135806814905 -0.00024224119130106351 -0.0058778342309085815 0.0032771512929331355 -0.0024779517146444868 0.0016223980549766631 0.0029232856135400988 0.0026771173639290745 0.0030461826028069226 -0.0055649451094931003 -0.00073022019088562411 0.0031052234302141723 -0.0011120804011990944 3.794760634787006e-05 -0.0011575197357275196
leaf_weight=51 85 49 52 48 48 64 72 62 67 47 124 63 55 58 48 49 61 50 93 60 80 430 1887 52
leaf_count=51 85 49 52 48 48 64 72 62 67 47 124 63 55 58 48 49 61 50 93 60 80 430 1887 52
internal_value=0 -0.000156607 0.000439846 0.0011067 -0.000723095 -0.00143857 0.000683857 0.00257788 -6.03855e-05 -0.000855317 0.001125 -0.0034665 -0.000338237 0.000710542 -0.000613467 -6.40492e-05 -0.000115576 -0.00107235 -0.00184335 -0.00367433 2.42207e-06 -0.000101617 -0.000175127 0.000895093
internal_weight=0 2862 893 568 325 273 520 147 373 301 171 130 225 161 106 2813 2762 304 255 153 2458 2378 2317 102
internal_count=3755 2862 893 568 325 273 520 147 373 301 171 130 225 161 106 2813 2762 304 255 153 2458 2378 2317 102
is_linear=0
shrinkage=0.0995203


Tree=2527
num_leaves=19
num_cat=0
split_feature=28 0 0 0 25 17 2 6 17 1 2 2 8 21 0 5 0 2
split_gain=0.0241964 0.0206772 0.0881942 0.0662535 0.0605849 0.0565753 0.0864644 0.0893888 0.0555382 0.042086 0.0396565 0.154523 0.126604 0.121703 0.110722 0.0702301 0.0692832 0.0506845
threshold=0.10217500000000003 -0.071799999999999989 -0.069955000000000003 -0.07298499999999998 0.082910000000000025 0.50822500000000015 -0.073884999999999992 -0.013304999999999999 0.41435500000000008 -0.084759999999999988 -0.072419999999999998 -0.082025000000000001 -0.07034 0.090285000000000018 -0.065229999999999996 0.15990000000000004 -0.061654999999999995 -0.057419999999999999
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 8 7 -7 9 -1 11 13 -13 15 -12 -4 -16 -18
right_child=-2 2 10 -5 -6 6 -8 -9 -10 -11 14 12 -14 -15 16 -17 17 -19
leaf_value=-0.00095366458571780749 -0.0022570655435875477 0.0037351876899101234 -0.00078870872721614087 -0.0035772951207806605 0.0033074287672942692 0.0028565013525189815 0.0048929012296858665 -0.0032221014562534541 -0.0034251826371658146 5.1911953263228734e-05 -0.0045757336775686377 0.00057078107753132058 0.0077509305237705509 -0.0039034899474116409 0.0036531709085629478 0.0026672748328127366 -0.0031840909887069909 8.855267521513935e-05
leaf_weight=527 47 73 122 54 52 50 55 46 53 1887 57 47 51 69 48 111 54 352
leaf_count=527 47 73 122 54 52 50 55 46 53 1887 57 47 51 69 48 111 54 352
internal_value=0 1.51708e-05 0.000406383 -0.000125848 -5.57365e-05 -0.00012285 0.00174648 -4.76353e-05 -0.0002376 -0.000167276 0.000138742 0.000881572 0.00431574 -0.000230119 -0.000441128 0.000854191 7.61715e-05 -0.000344709
internal_weight=0 3708 984 2724 2670 2618 151 96 2467 2414 911 400 98 302 511 233 454 406
internal_count=3755 3708 984 2724 2670 2618 151 96 2467 2414 911 400 98 302 511 233 454 406
is_linear=0
shrinkage=0.0995203


Tree=2528
num_leaves=34
num_cat=0
split_feature=3 3 2 3 3 3 9 20 21 17 6 26 17 17 18 6 26 1 6 17 3 26 26 26 26 6 3 2 20 6 20 20 21
split_gain=0.0312202 0.10234 0.0569945 0.150132 0.111332 0.221598 0.147071 0.0687185 0.102893 0.0947763 0.0890072 0.166193 0.123313 0.0593046 0.184969 0.250522 0.224186 0.177976 0.0945418 0.0579121 0.140952 0.0985267 0.0552913 0.150525 0.127645 0.092355 0.137831 0.119388 0.0324217 0.0413434 0.0288633 0.0321762 0.0235854
threshold=0.08920500000000002 0.089535000000000017 -0.081604999999999997 0.088055000000000022 0.086605000000000029 0.085965000000000028 0.086885000000000032 -0.081945000000000004 0.086835000000000009 -0.013125 0.082725000000000021 0.084355000000000027 -0.015464999999999998 -0.011809999999999999 -0.011039999999999999 0.085955000000000018 0.087045000000000025 -0.08616 0.085955000000000018 -0.0082649999999999998 0.082130000000000022 0.047170000000000011 0.11215000000000001 0.11659500000000002 0.10603500000000003 0.090085000000000012 0.10089500000000003 -0.077604999999999993 -0.14797999999999997 0.041585000000000011 -0.096095 -0.083654999999999993 0.10254500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 8 9 -1 11 12 -9 17 16 -16 -15 18 -12 20 -4 -21 24 -24 28 26 -25 -27 29 -3 -30 -32 -28
right_child=1 22 3 -5 6 -7 -8 10 -10 -11 13 -13 -14 14 15 -17 -18 -19 -20 21 -22 -23 23 25 -26 27 32 -29 30 -31 31 -33 -34
leaf_value=-0.0030024371892909555 -0.004867161103414893 -0.0038791897490019172 0.0012010536865400701 0.0051461127685253245 -0.0065255204262788342 0.0074507137517214354 0.00082107348320610552 -0.0028484897844993462 0.005282661621069204 0.0024561651466157314 0.0034040227270995278 -0.0057338370770730696 0.0033565936443832353 0.00089027394789518695 -0.0039633785905885989 0.0047011350738025747 -0.0083433585664350988 0.0063983323064701102 -0.0011188302835154667 -0.00029645702177024313 -0.0055690957160063172 0.0048251323474286971 -0.0059418154014825742 -0.006404370164216547 0.0052255048912731141 0.0049497457180212538 0.0012230596899782409 -0.0010224672217769883 0.0017786139773579579 -0.00021380467400659129 -0.0017640995085354699 5.4999817388666463e-05 -0.0015101266785585736
leaf_weight=56 47 49 83 79 47 50 63 70 53 72 60 84 58 47 54 85 58 51 193 103 48 58 58 49 46 58 61 77 89 82 103 1474 64
leaf_count=56 47 49 83 79 47 50 63 70 53 72 60 84 58 47 54 85 58 51 193 103 48 58 58 49 46 58 61 77 89 82 103 1474 64
internal_value=0 -0.000271198 0.000317864 0.00114241 0.000440835 0.00132816 -0.00231049 -0.000146551 0.00159496 6.16309e-05 -0.000562384 -0.00229412 -3.04156e-05 0.000106066 -0.00104787 0.00132918 -0.00420241 0.00103494 -4.29808e-05 0.000276969 -0.00127336 0.0015435 -0.000173086 -0.00128868 4.86199e-05 -0.000412623 -0.00193021 0.00153731 -8.34437e-05 -0.00159108 3.46123e-05 -6.32936e-05 -0.000169783
internal_weight=0 2257 1472 531 452 342 110 941 181 128 760 212 128 548 244 139 105 304 253 292 131 161 2210 367 1843 309 174 135 1797 131 1666 1577 125
internal_count=3729 2257 1472 531 452 342 110 941 181 128 760 212 128 548 244 139 105 304 253 292 131 161 2210 367 1843 309 174 135 1797 131 1666 1577 125
is_linear=0
shrinkage=0.0995203


Tree=2529
num_leaves=22
num_cat=0
split_feature=17 5 9 6 17 3 9 3 3 2 3 3 3 2 2 3 0 3 0 3 2
split_gain=0.027159 0.102329 0.224434 0.154792 0.058061 0.0486542 0.0501479 0.0364463 0.0783225 0.0732153 0.133498 0.131894 0.119057 0.0651723 0.0766932 0.0908654 0.0528414 0.0511066 0.128604 0.125674 0.04546
threshold=0.28919000000000006 -0.041054999999999994 0.094010000000000024 0.089090000000000016 0.24923500000000007 0.093835000000000016 0.09667000000000002 0.08920500000000002 0.089985000000000023 -0.081604999999999997 0.08785500000000003 0.086605000000000029 0.084550000000000028 -0.082294999999999993 -0.083104999999999998 0.088385000000000033 -0.23177499999999998 0.091225000000000014 -0.080434999999999993 0.091865000000000016 -0.081604999999999997
decision_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 5 7 -2 -7 9 20 13 11 12 -11 14 15 -1 -10 18 -18 -19 -9
right_child=1 2 -4 -5 -6 6 -8 8 16 10 -12 -13 -14 -15 -16 -17 17 19 -20 -21 -22
leaf_value=0.00016651643866993871 -0.0029967932442749637 -0.0070333594840966528 0.00057863249015723147 0.0052222505989521061 0.0026720835522533611 0.0021642935094137315 -0.0021270168474619901 -0.00096822116850773675 -0.0029767035401464183 0.00014924790319789579 0.0048229556781017755 -0.0030616818233242141 0.0042820572680331926 -0.0029214969514268409 0.0030142301757439083 -0.0034017060822485413 0.0038562375125472891 -0.0042234836104757317 -0.0017364241888171671 -1.9366663720645099e-05 -0.0053273726930760145
leaf_weight=669 68 69 86 53 82 65 46 50 63 215 90 79 102 77 81 79 101 74 68 1466 46
leaf_count=669 68 69 86 53 82 65 46 50 63 215 90 79 102 77 81 79 101 74 68 1466 46
internal_value=0 -0.000823998 -0.00280465 0.000495755 5.65647e-05 -0.000899138 0.000378537 -8.9733e-06 -0.000296469 0.000376244 0.00136187 0.000573195 0.00148163 -0.000151567 0.000104725 -0.000209247 -0.000145991 -4.11614e-05 0.00160109 -0.000221914 -0.00306551
internal_weight=0 387 155 232 3342 179 111 3260 1868 1392 486 396 317 906 829 748 1772 1709 169 1540 96
internal_count=3729 387 155 232 3342 179 111 3260 1868 1392 486 396 317 906 829 748 1772 1709 169 1540 96
is_linear=0
shrinkage=0.0995203


Tree=2530
num_leaves=10
num_cat=0
split_feature=23 7 0 6 3 0 21 20 3
split_gain=0.0246689 0.0422534 0.0289955 0.0306347 0.0541322 0.0348978 0.0449908 0.0476764 0.0340594
threshold=0.10253500000000003 -0.07553 0.15834000000000004 0.14653500000000005 0.10850000000000003 -0.23998999999999998 -0.088829999999999992 -0.14091999999999996 0.088685000000000028
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 8 -8 -7
right_child=-2 2 -4 4 -6 6 7 -9 -10
leaf_value=0.0028707663167256126 -0.0023216032585824885 0.0024409939065348839 0.0020911476792741649 0.00076746615995182215 -0.0033448003062888439 0 -0.0025917746605363589 -6.9242488819981968e-05 0.0036424582433775467
leaf_weight=50 46 56 62 55 74 46 76 3208 56
leaf_count=50 46 56 62 55 74 46 76 3208 56
internal_value=0 -2.35064e-06 -4.21179e-05 -7.93851e-05 -0.00158516 -2.27134e-05 -6.37017e-05 -0.00012787 0.00199422
internal_weight=0 3683 3633 3571 129 3442 3386 3284 102
internal_count=3729 3683 3633 3571 129 3442 3386 3284 102
is_linear=0
shrinkage=0.0995203


Tree=2531
num_leaves=16
num_cat=0
split_feature=5 9 5 29 6 17 5 5 6 18 21 17 26 5 26
split_gain=0.0224239 0.0563218 0.040738 0.0322377 0.12448 0.0273289 0.0799335 0.208552 0.128072 0.108297 0.0722549 0.0441225 0.0420079 0.0696277 0.0603267
threshold=0.62404000000000015 0.09550500000000002 0.51659500000000014 0.088460000000000025 -0.097850000000000006 0.28919000000000006 -0.041054999999999994 0.0043900000000000015 0.089090000000000016 -0.064960000000000004 0.087625000000000022 0.24923500000000007 0.10439000000000002 -0.07965499999999999 0.10089500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 11 8 -8 10 -9 -7 12 14 -14 -1
right_child=1 -3 -4 4 -6 6 7 9 -10 -11 -12 -13 13 -15 -16
leaf_value=0.00013541618909183645 0.00075771047262627881 -0.0039593079364174952 0.0024623337922658685 0.0018781465113819097 -0.0049174716137397392 -0.0037946302023357747 -0.0078854497203067284 0.0028048838150518487 0.0046982902504729297 -0.0035981716418532167 0.00053425873552165066 0.002395901788591703 -0.0029512076152822249 -3.9166838941088363e-05 0.0037726916890829468
leaf_weight=2558 52 48 66 50 57 57 49 59 53 47 115 82 116 274 46
leaf_count=2558 52 48 66 50 57 57 49 59 53 47 115 82 116 274 46
internal_value=0 -0.00149827 1.22394e-05 -3.29157e-05 -0.0017343 1.95233e-05 -0.00077642 -0.00251621 0.000418468 -2.64843e-05 -0.000895556 0.000118118 5.54603e-05 -0.000907412 0.000199984
internal_weight=0 100 3629 3563 107 3456 380 155 225 106 172 3076 2994 390 2604
internal_count=3729 100 3629 3563 107 3456 380 155 225 106 172 3076 2994 390 2604
is_linear=0
shrinkage=0.0995203


Tree=2532
num_leaves=25
num_cat=0
split_feature=26 26 0 8 4 2 9 2 3 21 21 3 9 3 2 21 2 0 0 0 20 20 2 8
split_gain=0.0421525 0.052641 0.0522181 0.0854769 0.156669 0.0670594 0.15199 0.0727179 0.0570289 0.0511442 0.043032 0.115475 0.202127 0.174801 0.0953782 0.0884193 0.0680175 0.136982 0.116573 0.0862208 0.0606966 0.0821592 0.0514334 0.0309198
threshold=-0.054024999999999997 -0.025024999999999999 -0.066264999999999991 0.025720000000000003 0.10947000000000003 -0.032624999999999994 -0.014225 -0.095649999999999999 0.092200000000000018 0.088590000000000016 -0.014264999999999998 0.10726500000000001 0.083875000000000019 0.087975000000000012 0.10674000000000002 -0.085204999999999989 0.13398000000000002 -0.14124499999999998 0.0047200000000000011 -0.23058999999999999 -0.14091999999999996 -0.083330000000000001 0.40115000000000006 -0.080659999999999996
decision_type=2 2 2 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 7 23 8 -1 -9 11 12 -3 -14 -13 -15 19 -18 22 -12 -21 -22 -19 -7
right_child=1 10 3 -5 -6 6 -8 9 -10 -11 16 14 13 15 -16 -17 17 18 -20 20 21 -23 -24 -25
leaf_value=-0.0011981962276377586 -0.0033997116456308449 -0.0040276193835668064 0.0071012628843646498 -0.00072966382067201914 0.00024781423316113689 -0.0023493029343615007 0.0062022123356429279 -0.00043406835693130544 0.0029712270785940144 -0.0045470330212823758 0.0031268068147016258 0.00068367084647046961 0.0065935556545891243 -0.0031875835749097612 0.0070450794789726932 0.0018106015092123763 -0.0067060221122409343 -0.00060783520685972286 -0.0047237841343548068 -0.003388234011015236 0.0028095533943980101 -0.00027334981612417826 0.0033940369513072331 0.001031399275438392
leaf_weight=72 50 91 63 73 70 47 50 55 59 67 78 47 52 57 47 91 47 90 52 59 89 2234 49 62
leaf_count=72 50 91 63 73 70 47 50 55 59 67 78 47 52 57 47 91 47 90 52 59 89 2234 49 62
internal_value=0 -0.000195709 0.000703544 0.00199739 0.00350034 5.46365e-05 0.00165812 -0.000949848 0.000673387 -0.00269954 -0.000143481 0.000840245 -0.000136623 0.00162969 0.00387309 -0.000108844 -0.00028416 -0.00189091 -0.00070175 -0.000128378 -0.000235314 -0.000154884 0.000797008 -0.000418825
internal_weight=0 3133 618 206 133 412 159 253 131 122 3083 385 291 200 94 148 2698 238 191 2460 2382 2323 139 109
internal_count=3751 3133 618 206 133 412 159 253 131 122 3083 385 291 200 94 148 2698 238 191 2460 2382 2323 139 109
is_linear=0
shrinkage=0.0995203


Tree=2533
num_leaves=22
num_cat=0
split_feature=26 17 0 2 1 9 4 3 11 26 17 7 18 3 0 0 8 1 18 0 1
split_gain=0.0341695 0.0511233 0.0537586 0.0725966 0.1109 0.110686 0.0653316 0.0550104 0.052727 0.0426826 0.042007 0.0417403 0.039277 0.105165 0.0626539 0.136632 0.110682 0.187953 0.0708476 0.0672208 0.0307071
threshold=-0.054024999999999997 1.0000000180025095e-35 -0.066264999999999991 -0.032624999999999994 0.058455000000000014 -0.014225 0.094725000000000018 0.092835000000000015 -0.079369999999999996 -0.025024999999999999 0.12439000000000001 0.089755000000000015 0.14607000000000003 0.11604000000000002 -0.052884999999999995 -0.06340999999999998 -0.067719999999999989 -0.17548999999999998 0.038665000000000012 -0.066735000000000003 -0.080689999999999998
decision_type=2 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 -4 -1 -8 -2 -3 12 14 20 15 19 17 -16 -18 -11 -14
right_child=9 10 6 5 -6 -7 8 -9 -10 11 -12 -13 13 -15 16 -17 18 -19 -20 -21 -22
leaf_value=-0.0018746018317758264 -0.0030613718184574258 0.0046486065142165517 0.0037248476000755703 -0.0010570702572613418 -0.005631561776381357 0.0050367153122379592 0.0021321888867980071 0.0023752749955681831 -0.002460524050661841 -0.00011150698042975779 0.00097171227878020878 0.0025379604533555204 0.0012134652401881653 0.0051167452694041672 0.00033016328503970637 0.004495511862399589 0.00057292532340108354 -0.0072577702747958295 -0.003711883238814368 -0.003356343338245491 -0.0022890495530497653
leaf_weight=81 50 50 77 79 55 47 50 48 49 2368 82 57 51 50 59 63 204 71 47 65 48
leaf_count=81 50 50 77 79 55 47 50 48 49 2368 82 57 51 50 59 63 204 71 47 65 48
internal_value=0 0.000633395 0.000159856 -0.00062693 -0.00188894 0.00120951 0.00155032 -0.000286906 -0.000132703 -0.000176232 0.00237068 -0.000129175 -0.000179686 0.00139496 -0.000261522 -7.9725e-05 -0.00145036 -0.00380772 -0.000226148 -0.000198533 -0.000476455
internal_weight=0 618 486 310 184 126 176 129 99 3133 132 3083 3026 149 2877 2496 381 130 251 2433 99
internal_count=3751 618 486 310 184 126 176 129 99 3133 132 3083 3026 149 2877 2496 381 130 251 2433 99
is_linear=0
shrinkage=0.0995203


Tree=2534
num_leaves=12
num_cat=0
split_feature=31 10 6 2 3 8 2 18 4 0 4
split_gain=0.0327439 0.041905 0.0331289 0.121648 0.083439 0.0838906 0.114197 0.139698 0.059116 0.057709 0.0443709
threshold=0.095410000000000009 0.093790000000000026 -0.25061999999999995 0.0066850000000000008 0.17152000000000003 -0.51030999999999993 0.13896000000000006 0.087065000000000017 0.13528000000000004 -0.11524 0.10739000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -4 10 -8 -1 -5 -7
right_child=-2 -3 4 9 -6 6 7 -9 -10 -11 -12
leaf_value=0.0024352220869372724 0.0026000800003486532 -0.0025760599234189449 0.0039497205463597347 -0.0060939791958545203 0.0035839875484145814 -4.7468080163766772e-05 -0.006365494097828538 0.00061593270875293571 -0.0018395475486389405 -0.0013084435787279395 0.0017707861896632145
leaf_weight=83 46 65 52 52 65 3034 62 52 52 49 139
leaf_count=83 46 65 52 52 65 3034 62 52 52 49 139
internal_value=0 -7.1294e-05 -2.63411e-05 -0.00116675 5.24831e-05 -1.60193e-05 -7.9006e-05 -0.0031738 0.00078258 -0.00378039 3.19264e-05
internal_weight=0 3705 3640 236 3404 3339 3287 114 135 101 3173
internal_count=3751 3705 3640 236 3404 3339 3287 114 135 101 3173
is_linear=0
shrinkage=0.0995203


Tree=2535
num_leaves=11
num_cat=0
split_feature=31 10 11 6 2 3 2 30 9 1
split_gain=0.0265514 0.0339789 0.0279998 0.0670531 0.0916436 0.0675017 0.0556388 0.0546453 0.0326709 0.0256932
threshold=0.095410000000000009 0.093790000000000026 0.086705000000000018 -0.25061999999999995 0.0066850000000000008 0.17152000000000003 -0.017704999999999995 0.08980500000000001 -1.0000000180025095e-35 0.066150000000000028
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 -1 9 -6 -5
right_child=-2 -3 -4 5 8 -7 -8 -9 -10 -11
leaf_value=-0.0017576330088478794 0.0023413194090069317 -0.0023196897828095674 0.0023892465090200477 -0.00017030887840188146 -0.0058665018570454568 0.0032273083318462457 0.0026946922728056156 0.0028919289529162791 -0.0021357415044118378 0.00069239842364598786
leaf_weight=66 46 65 47 2868 49 65 48 63 46 388
leaf_count=66 46 65 47 2868 49 65 48 63 46 388
internal_value=0 -6.41988e-05 -2.36973e-05 -5.54888e-05 -0.00178555 5.112e-05 0.00010985 -1.08365e-05 -0.00406865 -6.72533e-05
internal_weight=0 3705 3640 3593 209 3384 114 3319 95 3256
internal_count=3751 3705 3640 3593 209 3384 114 3319 95 3256
is_linear=0
shrinkage=0.0995203


Tree=2536
num_leaves=15
num_cat=0
split_feature=26 26 26 8 3 0 0 3 21 18 0 20 20 0
split_gain=0.052519 0.0679863 0.0735761 0.182507 0.0518594 0.0433893 0.0375563 0.0751806 0.143346 0.111071 0.0490759 0.035756 0.0983173 0.0506849
threshold=0.15583500000000003 0.11991000000000003 0.11275500000000002 -0.060034999999999998 0.10684000000000003 -0.061654999999999995 -0.15137999999999999 0.086605000000000029 -0.075024999999999994 0.089365000000000014 -0.14731999999999998 0.0057800000000000013 0.09327000000000002 -0.12236
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -2 -3 7 -1 -9 -10 -8 13 -13 -12
right_child=4 5 3 -5 -6 -7 10 8 9 -11 11 12 -14 -15
leaf_value=0.0038531080017460079 0.00043581368992192304 -0.00068149634652563509 -0.00062881396557421692 0.0066810641894730636 0.0045057306567643125 -0.0043690377284416864 -0.0029108380375258321 0.0052031494587032765 -0.0022461547798262003 0.0030527981287701632 -0.0021557651678492198 0.0048094741067916226 -0.00013786284962017046 -0.00010400724455887286
leaf_weight=70 83 74 85 56 50 56 63 46 158 52 125 54 150 2628
leaf_count=70 83 74 85 56 50 56 63 46 158 52 125 54 150 2628
internal_value=0 -4.15482e-05 4.15306e-05 0.0022686 0.00197201 -0.00227627 -5.2073e-05 0.000962376 0.000168743 -0.000930134 -0.000161851 -0.000103006 0.00116771 -0.000197465
internal_weight=0 3617 3487 141 133 130 3346 326 256 210 3020 2957 204 2753
internal_count=3750 3617 3487 141 133 130 3346 326 256 210 3020 2957 204 2753
is_linear=0
shrinkage=0.0995203


Tree=2537
num_leaves=17
num_cat=0
split_feature=26 26 26 8 9 2 6 17 17 17 26 9 8 7 4 6
split_gain=0.0426171 0.0551589 0.0596279 0.148022 0.0420109 0.0410803 0.035522 0.0562918 0.170424 0.109717 0.0549603 0.0947478 0.0816841 0.0368016 0.0563566 0.0414242
threshold=0.15583500000000003 0.11991000000000003 0.11275500000000002 -0.060034999999999998 0.098720000000000016 -0.062394999999999999 0.10449000000000003 0.0065250000000000013 0.41435500000000008 -0.22965499999999997 0.095385000000000011 0.088325000000000028 -0.069785 0.05259500000000001 0.080950000000000008 -0.099455000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -3 -2 10 9 -9 -8 13 -12 -13 15 -15 -1
right_child=5 4 3 -5 -6 -7 7 8 -10 -11 11 12 -14 14 -16 -17
leaf_value=-0.0009338967029393179 -0.00042732839645350694 -0.0037592268239847642 -0.00056623423330329019 0.0060161633260239983 -0.00016292499714001406 0.0031569473819093056 0.0021062013198673863 0.0052111198161624928 -0.0010131723141468395 -0.0031232382190252757 0.0021790135094990229 -0.001444906271563923 -0.0062328383917502114 -0.0011132808773291422 0.003001960502130219 7.9318267713262178e-05
leaf_weight=492 51 68 85 56 62 82 82 89 85 77 53 155 46 51 92 2124
leaf_count=492 51 68 85 56 62 82 82 89 85 77 53 155 46 51 92 2124
internal_value=0 -3.74584e-05 3.73507e-05 0.00204225 -0.00205037 0.00177637 -4.68907e-05 0.00092814 0.00216581 -0.000421146 -0.000154924 -0.00155584 -0.00254473 -2.56555e-05 0.00152856 -0.000110928
internal_weight=0 3617 3487 141 130 133 3346 333 174 159 3013 254 201 2759 143 2616
internal_count=3750 3617 3487 141 130 133 3346 333 174 159 3013 254 201 2759 143 2616
is_linear=0
shrinkage=0.0995203


Tree=2538
num_leaves=17
num_cat=0
split_feature=0 17 9 1 19 38 26 9 3 26 17 1 6 1 1 0
split_gain=0.0376199 0.0855106 0.0804524 0.0804269 0.125333 0.05165 0.0557313 0.0512525 0.0453477 0.084842 0.0553031 0.0454049 0.0382532 0.085399 0.0592554 0.055239
threshold=-0.0033699999999999997 0.093960000000000016 -0.088729999999999989 -0.14482999999999999 0.078495000000000023 -0.072014999999999996 0.15583500000000003 0.11351500000000002 0.11125500000000002 1.0000000180025095e-35 -0.085715 -0.50388999999999995 -0.425425 0.42491000000000007 0.55657000000000012 -0.23177499999999998
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 -5 12 -8 9 10 11 -4 14 15 -7 -14
right_child=1 -3 8 5 -6 6 7 -9 -10 -11 -12 -13 13 -15 -16 -17
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leaf_weight=72 46 47 68 59 67 78 70 52 59 49 52 68 80 46 50 2787
leaf_count=72 46 47 68 59 67 78 70 52 59 49 52 68 80 46 50 2787
internal_value=0 -0.000902358 -0.00145098 0.000131364 0.00247531 2.99902e-05 -2.41733e-05 0.00206113 -0.000845961 -0.00146238 -0.000496252 -0.00155527 -0.000108102 -3.38255e-05 -0.00179207 -0.000102359
internal_weight=0 389 342 3361 139 3222 3163 122 296 237 188 136 3041 2913 128 2867
internal_count=3750 389 342 3361 139 3222 3163 122 296 237 188 136 3041 2913 128 2867
is_linear=0
shrinkage=0.0995203


Tree=2539
num_leaves=18
num_cat=0
split_feature=26 6 6 1 5 5 17 6 3 26 26 0 26 1 18 18 26
split_gain=0.0329941 0.0328944 0.0736646 0.343988 0.0808674 0.0785095 0.0729542 0.0669942 0.0642918 0.0520219 0.184501 0.178242 0.0827974 0.0454226 0.173613 0.0666165 0.0356599
threshold=0.50635500000000022 0.090845000000000023 0.092705000000000023 -0.080844999999999986 -0.072535000000000002 -0.045014999999999993 0.053575000000000012 0.090195000000000011 0.099950000000000025 0.11790500000000002 0.11127500000000003 -0.071799999999999989 0.10439000000000002 -0.090104999999999991 -0.080424999999999996 -0.049119999999999997 0.098705000000000029
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 6 -6 9 -4 10 12 -11 16 15 -15 -7 -1
right_child=-2 2 4 -5 5 13 -8 -9 -10 11 -12 -13 -14 14 -16 -17 -18
leaf_value=-9.9524622688086767e-05 0.0023768404430619871 -0.002233079552753718 -0.0037377038647522292 0.0094205904277813966 0.00063996525991145948 0.0038860062527642457 0.0060656400328729116 -0.0036424709027086896 0.00049870949630862339 0.0011418615448414349 0.0058626268552246395 -0.0061210503748218527 -0.0043087209657100183 -0.0040774378152713311 0.0010715637394132604 -0.00061475509657520598 0.0026378955795707793
leaf_weight=2575 58 55 82 46 51 68 48 54 62 77 52 59 46 93 214 62 48
leaf_count=2575 58 55 82 46 51 68 48 54 62 77 52 59 46 93 214 62 48
internal_value=0 -1.5245e-05 0.000558016 0.00306643 0.000184239 0.000747863 0.00327887 -0.000169328 -0.00190801 -0.000103396 -8.15239e-06 -0.00200294 -0.000122839 0.000172604 -0.000485565 0.00173319 -4.91186e-05
internal_weight=0 3692 781 101 680 536 99 2911 144 2857 2721 136 2669 437 307 130 2623
internal_count=3750 3692 781 101 680 536 99 2911 144 2857 2721 136 2669 437 307 130 2623
is_linear=0
shrinkage=0.0995203


Tree=2540
num_leaves=25
num_cat=0
split_feature=5 2 17 2 2 2 5 2 5 5 17 17 26 8 3 3 1 1 17 17 17 20 6 5
split_gain=0.0429995 0.0594983 0.0469418 0.0831941 0.168659 0.166421 0.130936 0.175509 0.102298 0.0822199 0.0767908 0.08367 0.156669 0.180253 0.0762347 0.172394 0.0504278 0.180591 0.0864429 0.0682429 0.0453839 0.0406483 0.0716708 0.0443867
threshold=0.51935500000000012 -0.095204999999999998 -0.13530499999999998 -0.08237499999999999 -0.085944999999999994 -0.089054999999999995 0.26411500000000004 -0.10598499999999998 1.0000000180025095e-35 0.10246000000000002 -0.093784999999999993 -0.084209999999999993 -0.076124999999999998 -0.082739999999999994 0.089895000000000017 0.085845000000000019 -0.084759999999999988 -0.08616 -0.079754999999999993 -0.07107999999999999 0.10932500000000002 -0.081424999999999984 -0.078305 0.4115950000000001
decision_type=2 2 2 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 6 7 -1 -7 -5 14 12 -12 -14 15 -4 17 20 -18 -20 -13 -11 -23 -24
right_child=1 -3 10 9 -6 8 -8 -9 -10 21 11 16 13 -15 -16 -17 18 -19 19 -21 -22 22 23 -25
leaf_value=0.00091051310814774244 0.00010083785776277841 -0.0041760902692635354 0.00019020111237872924 -0.0031873959472427209 0.0056771276343951264 0.0006467458451947923 -0.00089621094487148383 0.0086979596869265312 -0.0058736772725480977 0.0027481210354290044 -0.001596324039952709 -0.00076012016492291135 0.00054325702423416958 0.0090136342708575009 0.00030602875957804328 -0.0083633025271331856 -0.0037448565101882289 -0.0057344560365962804 0.0038875573596726673 0.00012836096263346784 0.0020098133177694384 -0.0034282670050623438 0.0031822069022533084 -0.00026957196865428078
leaf_weight=63 75 56 47 75 88 46 73 53 49 63 64 267 51 49 70 46 56 69 49 2046 75 50 55 111
leaf_count=63 75 56 47 75 88 46 73 53 49 63 64 267 51 49 70 46 56 69 49 2046 75 50 55 111
internal_value=0 -0.00172122 0.000114033 0.000829505 0.00186902 0.000686166 0.00239646 0.00447563 -0.0027078 -0.000260558 -6.54808e-05 5.96922e-05 0.00223908 0.00470193 -0.00216389 -0.00403176 -7.94966e-05 -0.00108977 0.000113159 0.000216676 -0.000150285 0.000523293 -0.000121826 0.000869159
internal_weight=0 131 3615 726 372 284 189 116 95 354 2889 2726 164 100 163 93 2562 411 2151 2095 342 279 216 166
internal_count=3746 131 3615 726 372 284 189 116 95 354 2889 2726 164 100 163 93 2562 411 2151 2095 342 279 216 166
is_linear=0
shrinkage=0.0995203


Tree=2541
num_leaves=12
num_cat=0
split_feature=11 11 11 3 3 6 2 4 1 9 0
split_gain=0.0403937 0.054534 0.0525536 0.052277 0.0775158 0.192834 0.0773643 0.0428047 0.040861 0.0477467 0.0360645
threshold=-0.40069499999999997 -0.11166 -0.085754999999999984 -0.0043349999999999994 0.08400500000000001 0.086275000000000032 -0.080555000000000002 0.11874000000000003 -0.44477499999999998 0.096225000000000019 -0.038659999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 5 6 -5 -4 9 -6 -10
right_child=1 2 3 4 8 -7 -8 -9 10 -11 -12
leaf_value=-0.0028857080558781891 0.0028130546403579786 -0.002917885820471193 0.0042509867186541622 0.0016615551479539845 -0.00204939730784263 -0.0063992305483605407 -0.0031416987378643023 0.00028828636911731089 0.00015000951240930609 0.0014936880377384209 0.0018328364775416141
leaf_weight=46 71 59 53 103 160 64 49 56 2904 49 132
leaf_count=46 71 59 53 103 160 64 49 56 2904 49 132
internal_value=0 8.1392e-05 2.77225e-05 7.66327e-05 8.81106e-06 -0.00181645 0.000107752 0.00222262 0.00013056 -0.0012148 0.000223446
internal_weight=0 3700 3629 3570 3461 216 152 109 3245 209 3036
internal_count=3746 3700 3629 3570 3461 216 152 109 3245 209 3036
is_linear=0
shrinkage=0.0995203


Tree=2542
num_leaves=19
num_cat=0
split_feature=5 2 18 21 18 3 18 8 6 5 9 3 3 3 3 9 23 2
split_gain=0.0333954 0.0479485 0.0371111 0.0836089 0.0980665 0.300489 0.115847 0.072943 0.133716 0.0754855 0.0538135 0.0483966 0.064178 0.0783429 0.229679 0.140474 0.0344238 0.0267866
threshold=0.51935500000000012 -0.095204999999999998 -0.082654999999999992 -0.10962999999999999 -0.022504999999999997 0.087975000000000012 -0.018864999999999996 -0.073644999999999988 0.004915000000000001 0.0063000000000000009 0.10706000000000003 0.11816500000000002 0.11225500000000002 0.093715000000000021 0.091065000000000021 0.093605000000000022 1.0000000180025095e-35 -0.097214999999999996
decision_type=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 -5 -6 9 -9 -7 11 12 13 14 -1 -15 17 -8
right_child=1 -3 3 4 6 7 16 8 -10 -11 -12 -13 -14 15 -16 -17 -18 -19
leaf_value=0.00025068076046920554 0.0001143875530849791 -0.0037241561774541279 0.0040341047543396161 -0.0079492996427510676 0.0049918916707340265 0.00019323768309523353 -0.00091130164719635618 0.0057787104083637476 -0.0011413867089829068 -0.0033056059529941173 0.0039046364387930678 -0.0017157761592359962 0.0042997410407789273 -0.0054790835401743584 0.0065722707042132344 0.0018007785481314498 -0.002372683831927804 0.00018948268402725453
leaf_weight=518 75 56 48 62 47 132 247 46 69 113 48 89 47 55 64 50 59 1921
leaf_count=518 75 56 48 62 47 132 247 46 69 113 48 89 47 55 64 50 59 1921
internal_value=0 -0.00152027 9.7086e-05 -8.22984e-05 -0.000155891 -0.00154933 0.000102338 -0.00044484 0.00161953 -0.00141717 0.000663159 0.00047311 0.000739636 0.000494885 0.000947245 -0.00200469 -4.86648e-07 6.36928e-05
internal_weight=0 131 3615 2744 2696 422 2274 360 115 245 871 823 734 687 582 105 2227 2168
internal_count=3746 131 3615 2744 2696 422 2274 360 115 245 871 823 734 687 582 105 2227 2168
is_linear=0
shrinkage=0.0995203


Tree=2543
num_leaves=20
num_cat=0
split_feature=17 0 8 0 21 21 17 8 2 0 17 17 2 4 4 20 4 0 20
split_gain=0.0294265 0.0732504 0.0875371 0.148277 0.0838974 0.0814404 0.161262 0.0844008 0.0961497 0.0520041 0.0951888 0.0496698 0.0427823 0.0468444 0.0908915 0.0589063 0.0560561 0.0401309 0.0368528
threshold=0.11639500000000001 -0.077314999999999981 -0.072559999999999999 -0.065519999999999981 0.08957500000000003 -0.018669999999999996 0.18936500000000003 -0.081534999999999982 -0.073369999999999991 0.15834000000000004 0.10178500000000003 0.40057000000000009 0.42989000000000011 0.13699000000000003 0.12498500000000003 -0.23803499999999997 0.14221500000000004 -0.093765000000000001 -0.077394999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 -3 -4 5 -2 -7 11 -9 10 12 -8 13 14 15 -1 -15 -16 -6
right_child=1 2 3 -5 18 6 7 8 -10 -11 -12 -13 -14 16 17 -17 -18 -19 -20
leaf_value=0.0033547767659784749 0.00079654605414174119 0.0036627675808064918 -0.0049386893882982473 0.0028145384722207986 0.002837311825285938 -0.0081459467187649116 0.00248023335001027 -0.00077711962888432227 -0.0067949522571610259 -0.0028978583717373897 0.0045240712815671517 -0.0019811092496902463 0.0031245830962334875 -0.0045196530930597823 0.0052620395839286828 4.2410703360693346e-06 4.0451961663775456e-05 0.0011852758397244802 -0.00052005989835050587
leaf_weight=53 74 77 46 52 55 48 52 55 51 54 50 47 47 47 47 2702 61 50 78
leaf_count=53 74 77 46 52 55 48 52 55 51 54 50 47 47 47 47 2702 61 50 78
internal_value=0 -0.00058077 0.00114977 -0.000816379 -0.00124091 -0.00209879 -0.00294888 -0.00172801 -0.00368022 0.000162564 0.000216892 0.000353953 0.000145 9.74129e-05 0.000174719 6.8995e-05 -0.00193646 0.00316906 0.000862172
internal_weight=0 635 175 98 460 327 253 205 106 3111 3057 99 3007 2960 2852 2755 108 97 133
internal_count=3746 635 175 98 460 327 253 205 106 3111 3057 99 3007 2960 2852 2755 108 97 133
is_linear=0
shrinkage=0.0995203


Tree=2544
num_leaves=9
num_cat=0
split_feature=22 30 0 30 11 1 20 20
split_gain=0.0358053 0.0348232 0.10375 0.0263901 0.0448605 0.0536727 0.03837 0.0461853
threshold=0.13160500000000006 0.10801000000000002 -0.066264999999999991 0.094680000000000028 -0.23394000000000001 0.51613500000000012 0.13407000000000005 0.096815000000000026
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.002704738944858016 -0.002634177545169817 -0.0014516414489151883 0.0051523243546762708 -0.0020981169814557354 2.7995815534149952e-05 -0.0029418211970984702 0.0022858565614327733 -0.0021647818828222525
leaf_weight=60 51 46 48 60 3239 62 72 98
leaf_count=60 51 46 48 60 3239 62 72 98
internal_value=0 2.08503e-05 0.00191189 -2.84226e-05 6.51456e-06 -3.98914e-05 1.26464e-05 -3.61557e-05
internal_weight=0 3685 94 3591 3531 3471 3409 3337
internal_count=3736 3685 94 3591 3531 3471 3409 3337
is_linear=0
shrinkage=0.0995203


Tree=2545
num_leaves=11
num_cat=0
split_feature=22 6 17 3 8 11 7 3 10 0
split_gain=0.0290329 0.0271297 0.110478 0.0859331 0.104804 0.0484099 0.061161 0.0334883 0.0272454 0.0420498
threshold=0.13160500000000006 0.11816500000000002 0.40827500000000011 0.10850000000000003 -0.049139999999999996 -0.23394000000000001 -0.10984999999999999 0.15537500000000004 0.09056500000000002 0.12387500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 -7 8 9 -8
right_child=-2 2 -4 4 -6 6 7 -9 -10 -11
leaf_value=0.0026606131136417722 -0.0023720238746602175 0.0027209670047129344 -0.0048728770745015736 0.0017099273775550634 -0.0048023883686245297 -0.0030878990514228381 8.1471065650666035e-05 0.0027299959870263203 0.0021375801359621331 -0.0019160406514667284
leaf_weight=71 51 76 56 46 52 61 3107 47 61 108
leaf_count=71 51 76 56 46 52 61 3107 47 61 108
internal_value=0 1.87532e-05 -0.00102755 0.000205321 -0.00173723 8.86428e-05 3.44381e-05 9.2001e-05 5.39043e-05 1.41149e-05
internal_weight=0 3685 230 174 98 3455 3384 3323 3276 3215
internal_count=3736 3685 230 174 98 3455 3384 3323 3276 3215
is_linear=0
shrinkage=0.0995203


Tree=2546
num_leaves=19
num_cat=0
split_feature=30 6 19 3 20 26 3 20 3 2 2 21 26 3 5 5 21 1
split_gain=0.0272796 0.0759247 0.0261418 0.0228217 0.0526781 0.137752 0.0716066 0.0961933 0.0726705 0.0581461 0.0723637 0.0600857 0.0457116 0.0676692 0.240534 0.0581089 0.0394962 0.0474556
threshold=0.10801000000000002 -0.217 -0.09028499999999999 0.098000000000000018 -0.078725000000000003 0.090385000000000021 0.099655000000000021 -0.077299999999999994 0.10377500000000002 -0.07934999999999999 -0.091674999999999993 0.085190000000000016 -0.100565 0.096035000000000023 0.057175000000000011 -0.010264999999999998 -0.091104999999999992 -0.087734999999999994
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 12 5 9 -6 -8 -9 10 -5 -11 15 16 -15 -4 -14 -18
right_child=1 -3 3 4 6 -7 7 8 -10 11 -12 -13 13 14 -16 -17 17 -19
leaf_value=0.0018073646671981991 0.0045097098329133214 -0.0010516218744426506 2.2394516155118876e-05 -0.0014990542164609558 -0.0036832747728603936 -0.0060183159093354305 0.0045479809123447285 0.0022966721260388252 -0.00047887754313426733 0.00066798744910581719 0.0039887338377853614 -0.0038769268393070919 -0.0025718775038536573 -0.0010427508950182234 0.0081375905977342459 -0.0043078229070994322 -0.00073564401137486831 0.0003943326209184298
leaf_weight=73 47 50 74 46 52 57 46 107 735 49 49 69 55 73 46 52 480 1576
leaf_count=73 47 50 74 46 52 57 46 107 735 49 49 69 55 73 46 52 480 1576
internal_value=0 0.00163461 -5.6384e-05 -9.47666e-05 -0.000446185 -0.00167159 -9.33356e-05 0.000115964 -0.000125193 -0.000504537 0.00132287 -0.00198269 8.53681e-05 0.0001899 0.00249908 -0.00175818 5.93408e-05 0.000130127
internal_weight=0 97 3639 3566 1210 270 940 888 842 213 95 118 2356 2230 119 126 2111 2056
internal_count=3736 97 3639 3566 1210 270 940 888 842 213 95 118 2356 2230 119 126 2111 2056
is_linear=0
shrinkage=0.0995203


Tree=2547
num_leaves=25
num_cat=0
split_feature=18 18 18 17 17 3 3 3 8 8 9 9 8 18 9 1 8 8 17 5 8 17 9 9
split_gain=0.0253349 0.141425 0.107694 0.0762974 0.128174 0.182846 0.0962464 0.130849 0.0830029 0.0469505 0.120932 0.0586125 0.135861 0.195233 0.0870055 0.0948913 0.0501179 0.162832 0.0904359 0.0534752 0.0448344 0.0443498 0.0324828 0.0519494
threshold=0.088735000000000022 0.090540000000000023 0.086510000000000017 -0.065004999999999993 -0.0046399999999999992 0.090765000000000026 0.091405000000000028 0.10850000000000003 -0.051259999999999993 0.11446000000000002 0.10371500000000002 0.098720000000000016 -0.045194999999999999 -0.080814999999999984 0.10814500000000002 0.058455000000000014 -0.073644999999999988 -0.070649999999999991 0.048755000000000014 0.27287000000000011 -0.51030999999999993 0.0047200000000000011 0.10371500000000002 0.096305000000000016
decision_type=2 2 2 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 5 -5 -3 -8 -7 11 -11 16 14 -14 -13 -16 19 -18 -19 20 -1 -6 23 -23
right_child=1 3 -4 4 21 8 7 -9 -10 10 -12 12 13 -15 15 -17 17 18 -20 -21 -22 22 -24 -25
leaf_value=0.0029152238659532637 -0.0048092615122566464 -0.0049220030602728278 0.0041024273890043206 0.0074104163015250146 -0.0032043822394602016 0.0033716844649419159 0.003264933187477738 -0.0029453223740543641 -0.0024567063337744975 -0.00072163096545628318 0.005641334258523696 -0.002371878728066277 0.00056114179999693851 -0.0074151102585831626 0.0048880336326731178 -0.00084501026653281642 0.006459904759495684 0.00081581998553297333 -0.0026970477045084782 -0.0030364003613361653 -0.00017313764630417949 -0.00027830225668106249 -0.0019707848819083824 0.0029237589018526792
leaf_weight=48 69 65 66 57 50 46 59 78 51 70 51 71 54 69 58 56 47 628 82 63 1533 231 70 64
leaf_count=48 69 65 66 57 50 46 59 78 51 70 51 71 54 69 58 56 47 628 82 63 1533 231 70 64
internal_value=0 -0.000492444 0.00012831 -0.000105052 0.000483692 0.00293636 -0.0017675 -0.000264857 0.000298834 3.53385e-05 0.00195352 -5.00365e-05 -0.00134272 -0.00390669 0.000357539 0.00206462 0.000115448 0.000785724 0.000408955 -0.00019269 -7.88555e-05 -0.000424482 -4.14306e-05 0.000413608
internal_weight=0 840 2896 771 569 154 202 137 97 2830 121 2709 308 123 185 114 2401 757 710 1644 1581 415 365 295
internal_count=3736 840 2896 771 569 154 202 137 97 2830 121 2709 308 123 185 114 2401 757 710 1644 1581 415 365 295
is_linear=0
shrinkage=0.0995203


Tree=2548
num_leaves=15
num_cat=0
split_feature=6 9 30 8 8 20 7 22 1 2 1 8 6 2
split_gain=0.0621762 0.0808621 0.0543218 0.0446504 0.0970882 0.0536404 0.0766045 0.0551114 0.0496454 0.108275 0.157542 0.070011 0.0612534 0.0487331
threshold=-0.48214499999999999 0.14805500000000002 0.11290000000000001 -0.087129999999999999 -0.086489999999999997 0.0033350000000000007 0.078295000000000017 0.086035000000000014 -0.082039999999999988 -0.082794999999999994 -0.15796999999999997 -0.088144999999999987 -0.092034999999999992 -0.084979999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 6 -6 -7 9 13 -11 12 -10 -2
right_child=1 -3 -4 4 5 7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=0.0027560470920085628 0.00023835663900947791 -0.004007522880094587 -0.003045261938868699 0.0042070764220188527 0.00055553129973968018 -0.0025159957739577005 -0.0030464430568351618 0.00048086339909248269 0.00081544454989992434 -0.00082424384870405138 0.0063585968083642976 -0.0034521332328751701 -0.0013028311137338415 -0.0033260402647179938
leaf_weight=89 117 47 52 65 2219 128 60 115 224 57 64 90 340 56
leaf_count=89 117 47 52 65 2219 128 60 115 224 57 64 90 340 56
internal_value=0 9.30348e-05 0.000146992 0.000194182 0.000408446 0.000310218 0.000460342 -0.00109436 -0.00038966 0.000682923 0.00296818 -0.000873081 -0.000460079 -0.000910705
internal_weight=0 3634 3587 3535 2587 2522 2279 243 948 294 121 654 564 173
internal_count=3723 3634 3587 3535 2587 2522 2279 243 948 294 121 654 564 173
is_linear=0
shrinkage=0.0995203


Tree=2549
num_leaves=22
num_cat=0
split_feature=6 9 8 8 6 26 6 9 6 8 17 17 2 26 1 6 6 1 9 26 9
split_gain=0.050417 0.0655679 0.0392808 0.0802905 0.0386313 0.0787507 0.109143 0.101337 0.0864893 0.061685 0.111266 0.124644 0.104128 0.0957945 0.0873398 0.031066 0.0643965 0.0569918 0.0536838 0.0457681 0.04061
threshold=-0.48214499999999999 0.14805500000000002 -0.087129999999999999 -0.086489999999999997 0.085845000000000019 0.08919500000000001 0.089315000000000019 0.085280000000000022 0.090600000000000028 -0.10337499999999999 -0.0058449999999999995 0.10178500000000003 0.42989000000000011 0.086095000000000019 -0.016029999999999999 -0.07664 -0.085064999999999988 0.15756500000000004 0.08846500000000003 -0.091484999999999997 0.09235500000000002
decision_type=2 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 9 6 7 -6 -7 12 14 -12 13 -2 -11 16 19 18 -17 -5 -18
right_child=1 -3 3 15 5 8 -8 -9 -10 10 11 -13 -14 -15 -16 17 20 -19 -20 -21 -22
leaf_value=0.0024817647524866706 -0.0019097456511265197 -0.0036086935319395649 0.0037883873570969864 0.0020933939881827902 0.0011484326237655787 -0.0046948102333986075 -0.00098516386763704733 0.0074730947538275755 0.00055037438458480602 -0.0031127093951525903 -0.005779982942369543 0 0.004458408769554752 0.0019389628442232211 0.0016333137759812265 0.00090975370927552082 -0.0047816017321121954 0.0030614501835849236 -0.00019185994539539625 -0.00029217213440534172 -0.00075943793587475742
leaf_weight=89 188 47 65 94 56 48 75 46 88 59 102 58 47 97 110 852 47 80 900 521 54
leaf_count=89 188 47 65 94 56 48 75 46 88 59 102 58 47 97 110 852 47 80 900 521 54
internal_value=0 8.37087e-05 0.000132318 0.00033356 -0.000406723 0.000502458 0.00188807 0.00400876 -0.00129485 -0.000838481 -0.0018044 -0.00368539 0.000116243 -0.000596962 -1.87384e-05 0.000245105 -0.000310065 0.000462529 0.000343389 7.112e-05 -0.00263924
internal_weight=0 3634 3587 2613 974 313 177 102 136 661 329 160 332 285 169 2548 716 1832 1752 615 101
internal_count=3723 3634 3587 2613 974 313 177 102 136 661 329 160 332 285 169 2548 716 1832 1752 615 101
is_linear=0
shrinkage=0.0995203


Tree=2550
num_leaves=14
num_cat=0
split_feature=6 9 8 8 7 20 22 0 21 19 20 18 2
split_gain=0.0408802 0.0531678 0.0319378 0.0466481 0.0374185 0.0441567 0.053215 0.0452476 0.0332727 0.0356347 0.057297 0.0599112 0.0559688
threshold=-0.48214499999999999 0.14805500000000002 -0.08731499999999999 -0.086489999999999997 0.085015000000000021 0.0033350000000000007 0.086035000000000014 -0.11239999999999999 -0.072824999999999987 0.089905000000000027 -0.081424999999999984 -0.020999999999999998 -0.080254999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 5 7 -7 -5 -2 10 12 -12 -10
right_child=1 -3 3 4 -6 6 -8 -9 9 -11 11 -13 -14
leaf_value=0.0022347788779692864 -0.0023176565876041675 -0.0032495556019950986 0.002578499577588907 0.0017378884824960125 -0.0023454217111687388 -0.0024154882826886224 0.00054740721592710191 0.00026368877025724854 0.0047002625316049425 -0.0022541686265025594 -0.0026912942156080686 2.5156961388270907e-05 0.00020691850703964435
leaf_weight=89 80 47 86 230 55 126 114 2023 47 76 93 590 67
leaf_count=89 80 47 86 230 55 126 114 2023 47 76 93 590 67
internal_value=0 7.53527e-05 0.000119147 0.000297943 0.000220648 0.000277589 -0.0010047 0.000414547 -0.000374169 -0.000195133 1.84262e-07 -0.000343527 0.00206662
internal_weight=0 3634 3587 2634 2548 2493 240 2253 953 873 797 683 114
internal_count=3723 3634 3587 2634 2548 2493 240 2253 953 873 797 683 114
is_linear=0
shrinkage=0.0995203


Tree=2551
num_leaves=18
num_cat=0
split_feature=26 9 26 17 8 8 5 5 3 3 3 5 5 18 9 21 5
split_gain=0.0321856 0.0632773 0.0367639 0.116302 0.0287784 0.0661668 0.0378596 0.075756 0.0697777 0.291741 0.102897 0.0688369 0.0365739 0.0430745 0.0785237 0.0319682 0.042604
threshold=0.31428500000000009 0.11351500000000002 0.12086000000000002 -0.0064000000000000003 -0.087444999999999995 -0.086995000000000003 0.066815000000000027 0.062500000000000014 0.095240000000000019 0.099655000000000021 0.087170000000000011 0.054660000000000007 0.11083500000000003 -0.016464999999999997 0.083235000000000017 -0.072824999999999987 -0.50393499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 12 -6 7 11 10 -10 -8 -7 13 14 -1 -15 -17
right_child=1 -3 3 -5 5 6 8 -9 9 -11 -12 -13 -14 15 -16 16 -18
leaf_value=0.0001777181048910433 0.00067034519464279725 -0.0042164586879316936 0.005119424857051978 -0.00062462446011556756 0.0037873391766011185 0.00042225098315805827 0.00083394900852880934 0.0041718521542609523 0.0077772788516797496 -0.00063869884179217746 -0.0035332221362044608 -0.003285218828218492 0.0015780858902708762 -0.0024777289416100926 -0.0054155305689604014 0.0023700837209481526 -0.00036563394802958845
leaf_weight=51 56 49 59 85 52 1759 86 52 46 360 140 51 86 62 48 62 619
leaf_count=51 56 49 59 85 52 1759 86 52 46 360 140 51 86 62 48 62 619
internal_value=0 -0.00160237 0.000164612 0.00172316 9.97738e-05 0.000272892 0.000199287 0.000425419 -0.000465648 0.00031282 -0.00186776 0.000317334 -0.000374299 -0.000574683 -0.00252589 -0.000313595 -0.000115365
internal_weight=0 105 3618 144 3474 2546 2494 1862 632 406 226 1810 928 842 99 743 681
internal_count=3723 105 3618 144 3474 2546 2494 1862 632 406 226 1810 928 842 99 743 681
is_linear=0
shrinkage=0.0995203


Tree=2552
num_leaves=27
num_cat=0
split_feature=6 6 3 9 17 5 3 5 17 17 26 5 2 26 2 2 4 8 26 8 3 7 9 6 8 5
split_gain=0.0587769 0.104057 0.137859 0.186332 0.146104 0.19788 0.14057 0.093636 0.0834955 0.121057 0.14271 0.102581 0.161446 0.098893 0.113915 0.293808 0.142445 0.0433629 0.0425076 0.0317437 0.0762565 0.0516473 0.0465244 0.0362286 0.0356416 0.031121
threshold=0.091180000000000025 0.085570000000000021 0.083875000000000019 0.084595000000000017 -0.022884999999999999 -0.087699999999999986 0.086775000000000033 -0.012464999999999999 0.0065250000000000013 0.07134500000000002 0.11624000000000002 -0.039649999999999998 -0.073884999999999992 0.11659500000000002 -0.084314999999999987 -0.080914999999999987 0.085065000000000016 -0.079434999999999992 0.089545000000000027 0.10649000000000002 0.11868500000000003 0.081185000000000021 0.10054500000000002 0.084410000000000027 -0.50270999999999988 -0.5087799999999999
decision_type=2 2 2 2 2 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 -4 6 -6 -5 -7 13 10 -10 -11 -13 14 18 -16 17 -17 -2 21 22 23 -21 24 -1 -26
right_child=8 2 3 4 5 7 -8 -9 9 11 -12 12 -14 -15 15 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27
leaf_value=-0.0018952412849970717 -0.0014990401488325737 -0.0029826061284377726 0.0066597167351519779 -0.00032464900092415646 0.0042368385170443047 -0.0041082436723753266 0.0063820929995243155 0.00054218692011426912 0.0060529234168981679 -0.0035964625972719128 -0.0008694399592993412 -0.0026157660454200599 0.0040006939837045896 0.0021232612350856471 -0.0098699575711626575 -0.0013692617421802412 -0.0059966883914542709 0.0025315883640958823 0.0021728459071077952 -0.0019881162093275118 -0.0045591516121917279 0.0030772943389450074 0.002241229131616436 -0.0021167466398598167 -0.0011838759726972442 0.00025987297044298066
leaf_weight=88 76 59 75 49 70 96 83 77 66 89 53 73 73 57 57 63 50 51 53 51 51 55 52 78 160 1931
leaf_count=88 76 59 75 49 70 96 83 77 66 89 53 73 73 57 57 63 50 51 53 51 51 55 52 78 160 1931
internal_value=0 0.000239328 0.00153487 0.00212898 0.00122065 -0.000223979 0.00388627 -0.00203367 -0.000740745 0.000375113 0.00296298 -0.000931853 0.000686857 -0.00171331 -0.00234046 -0.00371219 -0.00156699 0.000368675 3.21851e-06 -2.77483e-05 -0.00141147 6.40661e-05 0.000139139 -8.99946e-06 6.60743e-05 0.000149008
internal_weight=0 2975 509 450 375 243 132 173 761 354 119 235 146 407 350 221 164 114 129 2466 154 2312 103 2257 2179 2091
internal_count=3736 2975 509 450 375 243 132 173 761 354 119 235 146 407 350 221 164 114 129 2466 154 2312 103 2257 2179 2091
is_linear=0
shrinkage=0.0995203


Tree=2553
num_leaves=9
num_cat=0
split_feature=18 8 0 18 22 7 4 4
split_gain=0.0576324 0.115362 0.0363289 0.0328114 0.050445 0.0416514 0.043834 0.0488855
threshold=0.15891500000000006 -0.067434999999999981 0.16362500000000005 0.14607000000000003 0.13160500000000006 -0.07553 0.15028500000000003 0.13849500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=0.0026196738758487853 0.00054361738659277205 -0.0050717764615689975 -0.0025481234909354757 0.0027940259933709921 -0.0031199226880874913 0.00010309113209095989 -0.0029041297162742731 0.0029247103588017445
leaf_weight=67 83 64 50 46 47 3270 47 62
leaf_count=67 83 64 50 46 47 3270 47 62
internal_value=0 -0.00189561 0.00011478 0.000152634 0.000117615 0.000162009 0.000113035 0.00015584
internal_weight=0 147 3589 3539 3493 3446 3379 3332
internal_count=3736 147 3589 3539 3493 3446 3379 3332
is_linear=0
shrinkage=0.0995203


Tree=2554
num_leaves=31
num_cat=0
split_feature=18 26 0 1 18 8 18 2 2 17 1 18 26 9 1 9 0 0 8 8 8 2 2 5 8 2 9 1 0 5
split_gain=0.0475516 0.0883966 0.0355583 0.0776704 0.192465 0.424617 0.0682058 0.117102 0.199861 0.0968264 0.06553 0.203184 0.0838832 0.0725414 0.102029 0.0792818 0.0588395 0.0369972 0.0935971 0.0428443 0.112239 0.0693167 0.0847767 0.128683 0.0759021 0.104335 0.0659278 0.166792 0.0637587 0.0188786
threshold=0.17794000000000004 0.078560000000000019 -0.082494999999999999 -0.085184999999999997 -0.010395 -0.085764999999999994 0.088250000000000009 -0.082404999999999992 -0.080604999999999996 -0.065004999999999993 -0.050379999999999994 -0.01137 0.08709500000000002 0.085945000000000021 -0.0088199999999999997 0.08709500000000002 -0.086304999999999993 -0.081534999999999982 -0.083294999999999994 -0.076394999999999991 -0.073644999999999988 -0.07854499999999999 -0.073884999999999992 -0.040404999999999996 -0.079585000000000003 -0.085944999999999994 0.094010000000000024 -0.081394999999999981 -0.069569999999999993 -0.0047599999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 -1 10 -8 -9 -10 11 -5 -13 14 -12 -15 -6 18 -4 21 -21 24 -23 -24 25 -19 27 -22 -28 -20
right_child=1 -3 17 6 16 -7 7 8 9 -11 13 12 -14 15 -16 -17 -18 19 29 20 26 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00029095310165012863 -0.0051750851392292777 0.00015843708390787987 -0.0051791080528872484 -0.0053563177364710259 0.0012359497822258233 0.011218415257345307 -0.0029518949417661499 0.0075789823704545548 -0.0028015073501450783 0.0022544042101023099 0.0013371507821441286 -0.0021832696060361005 0.0033301185711520683 0.0046099572032550903 -0.0013367542585650835 0.00061443917993881866 -0.0032472423774413889 0.00032053545681589657 0.0015286237484795394 -0.0041669209271969218 -0.0010697567209240408 -0.0034629176204246208 -0.0018764623499650578 0.0026129468923266875 -0.00071509291589029033 0.0049347665088506779 -0.002615550397871801 0.0028809340015329638 -0.00017293064022552289 -0.0013058843594617878
leaf_weight=73 49 82 51 89 61 56 48 57 52 134 203 47 65 56 464 412 55 91 47 76 234 71 123 130 88 105 159 193 319 46
leaf_count=73 49 82 51 89 61 56 48 57 52 134 203 47 65 56 464 412 55 91 47 76 234 71 123 130 88 105 159 193 319 46
internal_value=0 -0.0018303 9.98271e-05 0.000400714 0.00205293 0.00469902 0.000151413 0.00153232 0.00242146 0.000836522 -0.000148755 -0.00180532 0.00100916 0.000143888 -0.00052173 0.00109428 -0.000882645 -0.00022472 -0.0017525 -8.5753e-05 -0.000493031 0.000570039 -0.000422806 0.000427113 0.0017056 0.00279662 -0.000183601 0.000714001 -0.000987147 0.000117807
internal_weight=0 131 3605 1872 245 129 1627 291 243 186 1336 201 112 1135 667 468 116 1733 144 1589 981 608 324 253 284 196 905 427 478 93
internal_count=3736 131 3605 1872 245 129 1627 291 243 186 1336 201 112 1135 667 468 116 1733 144 1589 981 608 324 253 284 196 905 427 478 93
is_linear=0
shrinkage=0.0995203


Tree=2555
num_leaves=23
num_cat=0
split_feature=20 3 5 5 5 26 20 26 20 17 26 9 5 9 20 20 20 1 20 8 20 5
split_gain=0.0372794 0.0978805 0.028634 0.101996 0.0568732 0.0585417 0.0921412 0.0870314 0.0855679 0.0759873 0.132118 0.091962 0.0785179 0.0656036 0.0465226 0.119754 0.105495 0.0850524 0.0673398 0.0756306 0.0556461 0.0309234
threshold=-0.23598 0.10174000000000002 -0.0050400000000000002 -0.0063549999999999995 -0.0038499999999999997 0.08919500000000001 -0.10068000000000001 0.088015000000000024 -0.082784999999999984 -0.42946499999999999 0.091485000000000025 0.09649000000000002 0.064585000000000017 0.092605000000000021 -0.085594999999999991 -0.094259999999999997 -0.082784999999999984 -0.0092949999999999994 -0.079225000000000004 -0.086489999999999997 -0.077299999999999994 -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 2
left_child=1 -1 3 14 -4 6 -6 8 -8 11 -11 13 -12 -7 15 21 17 -16 19 -18 -20 -2
right_child=2 -3 4 -5 5 9 7 -9 -10 10 12 -13 -14 -15 16 -17 18 -19 20 -21 -22 -23
leaf_value=0.0015637546052286958 -0.0014157995242575223 -0.0045977282204422857 -0.0034526027103198298 0.0048818230241307586 -0.003326508980701626 0.00012125907471695936 0.0038648397514387035 0.0047961833988054018 3.5533877539038844e-05 -0.0066279278508425115 0.00054572536061911025 -0.0024650915411535516 -0.0032616885372170681 0.0045292013907478525 -0.00042174681861379987 0.0048690849256673389 0.0055180575208982272 -0.0061803248768112695 -0.0032953600084668043 0.00063261842754293806 0.00013898180077004006 0.0013864616086640426
leaf_weight=46 78 57 54 47 61 84 64 48 601 52 128 73 92 56 56 73 48 47 48 92 1753 78
leaf_count=46 78 57 54 47 61 84 64 48 601 52 128 73 92 56 56 73 48 47 48 92 1753 78
internal_value=0 -0.00183805 8.18138e-05 0.000292178 -0.000289264 -0.000152934 0.000383494 0.000702048 0.0004053 -0.00101069 -0.00211351 0.000393753 -0.00104275 0.00189028 0.000196915 0.00154216 4.57992e-05 -0.0030574 0.000210893 0.00231347 4.69956e-05 -9.42136e-06
internal_weight=0 103 3633 2320 1313 1259 774 713 665 485 272 213 220 140 2273 229 2044 103 1941 140 1801 156
internal_count=3736 103 3633 2320 1313 1259 774 713 665 485 272 213 220 140 2273 229 2044 103 1941 140 1801 156
is_linear=0
shrinkage=0.0995203


Tree=2556
num_leaves=20
num_cat=0
split_feature=21 2 2 21 21 20 0 20 6 6 2 2 9 20 2 19 21 7 7
split_gain=0.0340301 0.0367415 0.10882 0.0655602 0.0976217 0.0857654 0.133864 0.0901961 0.0728588 0.0625679 0.0796378 0.0608199 0.0907658 0.0594334 0.0552206 0.0447705 0.0487903 0.0339185 0.0362063
threshold=-0.096850000000000006 -0.011474999999999999 -0.0083149999999999995 0.086155000000000023 0.090375000000000025 -0.058504999999999995 -0.13955999999999999 0.085920000000000024 -0.055679999999999993 -0.40707999999999994 0.13896000000000006 -0.029394999999999998 -0.076039999999999983 -0.0058900000000000003 0.11392500000000001 -0.07525999999999998 0.13922500000000004 0.082845000000000016 0.054685000000000004
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 8 -5 6 -6 -7 9 10 -4 15 -13 -10 -15 -2 17 18 -17
right_child=1 2 3 4 5 7 -8 -9 13 -11 -12 12 -14 14 -16 16 -18 -19 -20
leaf_value=-0.0019848728361932977 -0.0027201160124874584 0.0052655605889107117 -0.0010173481873103909 -0.005035014089732461 0.0060111566188169379 -0.0052961633979800703 -0.00082793068569265223 0.00021349313558931732 -0.0021910723540002346 0.0054602941537991558 0.0041834997832528023 5.8638235702225427e-05 -0.0051887162962275957 0.002606350966244504 -0.0011898340242113405 -5.7310001010709439e-05 0.0027433589030020395 -0.0024391068597705667 0.0026738851023599946
leaf_weight=87 61 47 63 46 47 47 71 78 81 55 54 74 58 97 62 2538 63 58 49
leaf_count=87 61 47 63 46 47 47 71 78 81 55 54 74 58 97 62 2538 63 58 49
internal_value=0 6.52425e-06 0.000628647 0.000316588 -0.000830923 -3.17173e-05 0.00188918 -0.00185159 0.0011235 0.00268682 0.00137605 -0.000153603 -0.00224082 0 0.00112093 -5.38086e-05 5.94997e-06 -5.89416e-05 -5.26234e-06
internal_weight=0 3649 748 701 289 243 118 125 412 172 117 2901 132 240 159 2769 2708 2645 2587
internal_count=3736 3649 748 701 289 243 118 125 412 172 117 2901 132 240 159 2769 2708 2645 2587
is_linear=0
shrinkage=0.0995203


Tree=2557
num_leaves=10
num_cat=0
split_feature=29 5 29 21 10 26 4 2 5
split_gain=0.0310174 0.0400011 0.0342691 0.0687617 0.0333569 0.0403518 0.0504209 0.0404561 0.0375932
threshold=0.12330000000000002 0.6362850000000001 0.0035350000000000004 0.084795000000000023 0.091445000000000026 -0.23202999999999999 0.13752500000000004 0.15165000000000003 -0.46244499999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 8 -8 -7
right_child=-2 -3 3 -5 -6 6 7 -9 -10
leaf_value=-0.0024615158737501873 0.0023317032477903235 -0.0029249988721677857 -0.0046637795101258867 0.00068154663479329995 0.0022686462458605451 -0.0011647714745262364 0.004242669328185609 0.00059038789260723893 4.8767499609046526e-05
leaf_weight=66 54 48 46 49 64 276 48 82 3003
leaf_count=66 54 48 46 49 64 276 48 82 3003
internal_value=0 -7.06507e-05 -3.27235e-05 -0.0018981 1.71189e-05 -2.41125e-05 2.28368e-05 0.00194522 -5.31289e-05
internal_weight=0 3682 3634 95 3539 3475 3409 130 3279
internal_count=3736 3682 3634 95 3539 3475 3409 130 3279
is_linear=0
shrinkage=0.0995203


Tree=2558
num_leaves=15
num_cat=0
split_feature=3 9 3 2 2 21 3 21 2 6 9 21 21 2
split_gain=0.0470234 0.0552484 0.0453549 0.0739957 0.159722 0.0435793 0.0814753 0.0567364 0.0398159 0.0680146 0.0633635 0.0629782 0.0930115 0.0555289
threshold=0.12212000000000002 -0.20504500000000001 0.11868500000000003 0.14153500000000005 0.11804000000000002 0.11853500000000002 0.10377500000000002 0.10841000000000002 -0.065999999999999989 -0.055679999999999993 -0.093949999999999992 0.13589500000000002 0.088715000000000016 -0.015714999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3 9 -2 -10 12 13 -12
right_child=8 2 -4 -5 -6 6 -8 -9 10 -11 11 -13 -14 -15
leaf_value=-0.0035891009364629532 0.0048946347010150925 -1.0759231770952155e-05 -0.002425742934886896 0.0032945071849017822 -0.005703316811085918 -0.00050552260752786894 0.0048350961041586857 -0.0021149701311003483 0.0027912363313038853 -0.00021327383642813808 -0.0026314691547983174 0.0019108793847630193 -0.005141999170884857 0.0015313563918215743
leaf_weight=46 58 2792 82 64 50 63 51 133 84 46 51 84 48 84
leaf_count=46 58 2792 82 64 50 63 51 133 84 46 51 84 48 84
internal_value=0 -0.000163783 -0.000114824 -5.4464e-05 -0.000124115 -3.20524e-05 0.00187652 -0.000106718 0.000915756 0.0026275 0.000406241 -0.000341029 -0.00137916 -3.52031e-05
internal_weight=0 3281 3235 3153 3089 3039 114 2925 455 104 351 267 183 135
internal_count=3736 3281 3235 3153 3089 3039 114 2925 455 104 351 267 183 135
is_linear=0
shrinkage=0.0995203


Tree=2559
num_leaves=27
num_cat=0
split_feature=2 17 22 1 1 1 17 0 0 5 21 21 21 2 2 2 2 5 26 5 17 21 21 1 1 1
split_gain=0.0288435 0.0750868 0.0678616 0.0643917 0.184677 0.120518 0.135502 0.164163 0.0798687 0.061463 0.0584916 0.0853105 0.0578148 0.0506472 0.165642 0.115287 0.138522 0.0745866 0.24554 0.102836 0.0503968 0.0652841 0.0825309 0.0783488 0.032987 0.00747479
threshold=-0.077945 0.51544000000000012 0.11738500000000003 -0.0084199999999999987 -0.0064949999999999999 -0.0032650000000000001 -0.086174999999999988 -0.090789999999999996 -0.087724999999999984 0.089620000000000019 0.11707000000000002 0.12393500000000003 0.095375000000000029 -0.080329999999999999 -0.07934999999999999 -0.080744999999999997 -0.081445000000000004 -0.082179999999999989 0.088545000000000026 -0.074569999999999984 0.41435500000000008 0.10323500000000002 0.098250000000000018 0.021350000000000004 0.056790000000000014 -0.054974999999999996
decision_type=2 2 2 2 2 2 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 13 -5 -6 9 12 -9 -7 20 -12 -8 15 -15 16 17 18 -1 -19 21 22 -2 -23 -13 -22
right_child=1 -3 -4 4 5 6 7 8 -10 -11 11 24 -14 14 -16 -17 -18 19 -20 -21 25 23 -24 -25 -26 -27
leaf_value=-0.00064768037731438328 0.00023392087647219209 0.0035194024301051889 -0.0031990490126140676 -0.0065043596075235926 0.0032897094008315217 -0.0070729859331600444 -0.0031634829016255928 0.0058099915653530912 0.00070908467978162239 -0.0021143716678631696 0.0054430724074734562 -0.00084548007598498742 0.00052203072540391124 -0.0053533316324206135 0.0013113699482510612 0.0051500051676962319 -0.0042928701874669715 -0.0044501277907289284 0.0083275143788471839 0.00025808139915308641 -0.0031168231509883185 0.0010735623440971764 0.0040576731122831458 -0.0042486994237113879 0.0022781548517242863 -0.0012795414974535188
leaf_weight=84 1084 68 58 58 69 46 139 46 91 55 50 71 60 67 82 46 68 48 47 1072 46 46 59 67 63 46
leaf_count=84 1084 68 58 58 69 46 139 46 91 55 50 71 60 67 82 46 68 48 47 1072 46 46 59 67 63 46
internal_value=0 0.000280389 0.00014135 -0.00027614 -0.00118388 -0.000572404 -0.00118409 -0.000220714 0.00242777 -0.00438086 0.000268348 0.00193287 -0.00204816 6.14734e-05 -0.00168002 0.00025217 8.07374e-05 0.000319126 0.00256618 5.55699e-05 4.05359e-05 0.000205822 0.000432014 -0.00207487 0.000616986 -0.00220708
internal_weight=0 1658 1590 2078 564 506 437 336 137 101 1532 184 199 1514 149 1365 1319 1251 131 1120 1348 1256 1143 113 134 92
internal_count=3736 1658 1590 2078 564 506 437 336 137 101 1532 184 199 1514 149 1365 1319 1251 131 1120 1348 1256 1143 113 134 92
is_linear=0
shrinkage=0.0995203


Tree=2560
num_leaves=14
num_cat=0
split_feature=17 5 0 21 21 17 17 26 0 17 26 17 17
split_gain=0.0421443 0.0367029 0.0355893 0.0599876 0.131008 0.0275784 0.139541 0.290785 0.0686413 0.0522171 0.0496042 0.0435955 0.044111
threshold=-0.56368999999999991 0.63223000000000018 -0.17809 -0.0092899999999999996 0.087785000000000016 0.10932500000000002 0.14342500000000005 0.084535000000000013 -0.11524 0.084010000000000015 0.084735000000000019 0.066010000000000027 0.0041300000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 9 7 -7 -8 11 -10 12 -4
right_child=1 -3 5 4 -6 6 8 -9 10 -11 -12 -13 -14
leaf_value=0.002260865371102345 -0.0011618635569633209 -0.0024090844849780513 7.534648797261953e-08 0.0054052279621880032 -0.00026792027241285545 -0.0012117888169623492 -0.0035208193115855374 0.0096787045905428557 0.0022787259309782165 -0.003365401678045703 -0.00020548229815663631 0.002766400547706523 -0.0012965352197986983
leaf_weight=86 70 60 2350 74 88 50 51 47 101 49 374 52 292
leaf_count=86 70 60 2350 74 88 50 51 47 101 49 374 52 292
internal_value=0 3.16692e-05 7.25986e-05 0.00126484 0.00231847 -9.33274e-06 0.000588141 0.00405661 -4.99257e-05 -0.000145332 0.000321016 -8.64592e-05 -0.000142919
internal_weight=0 3658 3598 232 162 3366 623 97 526 2743 475 2694 2642
internal_count=3744 3658 3598 232 162 3366 623 97 526 2743 475 2694 2642
is_linear=0
shrinkage=0.0995203


Tree=2561
num_leaves=13
num_cat=0
split_feature=18 20 20 20 20 8 6 6 21 9 5 20
split_gain=0.0410477 0.153152 0.0404274 0.0372921 0.0320788 0.0505972 0.0335451 0.0627008 0.0725258 0.0449732 0.0437363 0.0504647
threshold=0.19545000000000004 -0.079809999999999992 -0.24910499999999999 -0.15398499999999998 0.13407000000000005 -0.081234999999999988 -0.10198499999999999 -0.095814999999999997 0.091545000000000029 0.08597500000000001 -0.53313499999999991 -0.011659999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 10 8 -8 -9 -5 -12
right_child=1 -3 3 4 5 -7 7 9 -10 -11 11 -13
leaf_value=-0.0024437021618695337 0.0060028981397846548 -0.0012750585992615932 0.0024414332693429418 0.0021898038554981642 -0.00072206351707379633 0.0033780322793694139 0.0054510075162924635 0.00048423664626581552 -3.4833532385100641e-05 -0.00033428479914432126 -0.0029447546090252165 -0.00050284446355394665
leaf_weight=65 51 65 64 46 52 69 46 1152 49 1572 106 407
leaf_count=65 51 65 64 46 52 69 46 1152 49 1572 106 407
internal_value=0 0.00191768 1.56077e-05 6.07028e-05 1.6923e-05 0.00160924 -3.98715e-05 9.95268e-05 0.00261285 1.15735e-05 -0.000744313 -0.00100901
internal_weight=0 116 3628 3563 3499 121 3378 2819 95 2724 559 513
internal_count=3744 116 3628 3563 3499 121 3378 2819 95 2724 559 513
is_linear=0
shrinkage=0.0995203


Tree=2562
num_leaves=14
num_cat=0
split_feature=18 0 0 3 36 2 3 6 18 2 3 3 2
split_gain=0.0332574 0.140143 0.0362793 0.104147 0.0279529 0.0530531 0.046504 0.160498 0.142602 0.0827449 0.0385536 0.0679711 0.0267937
threshold=0.19545000000000004 -0.075914999999999996 -0.229625 0.090595000000000023 0.086430000000000021 -0.012644999999999998 0.084065000000000015 0.087235000000000021 0.082540000000000016 -0.086934999999999998 0.084505000000000011 0.084735000000000019 0.09556000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 8 9 -4 -8 -12 -13
right_child=1 -3 4 -5 5 -7 10 -9 -10 -11 11 12 -14
leaf_value=0.0049665160835553439 -0.001118812513777699 0.0059201544598248921 0.00091655679441921261 -0.00054711351645211361 -0.0033830810832715542 0.00096760087222586813 -0.0022835271943410875 0.0061545812536642902 0.0048060877738120532 -0.0031687785581956153 0.0034101371840169342 -0.00022708241241092134 0.0007307497789391888
leaf_weight=55 69 47 99 88 67 47 79 53 51 97 55 2612 325
leaf_count=55 69 47 99 88 67 47 79 53 51 97 55 2612 325
internal_value=0 0.00172613 1.40095e-05 0.00156779 -4.95118e-05 -0.0015822 2.07752e-06 0.00118497 0.000115296 -0.00110109 -0.00011321 -5.56319e-05 -0.000120813
internal_weight=0 116 3628 143 3485 114 3371 300 247 196 3071 2992 2937
internal_count=3744 116 3628 143 3485 114 3371 300 247 196 3071 2992 2937
is_linear=0
shrinkage=0.0995203


Tree=2563
num_leaves=27
num_cat=0
split_feature=17 0 8 0 21 2 21 5 8 5 26 2 2 5 9 9 18 20 9 5 0 9 9 20 20 20
split_gain=0.0293082 0.0398008 0.0316565 0.0876241 0.0676339 0.0580393 0.108316 0.0881306 0.0386059 0.038097 0.0887305 0.147439 0.146122 0.123636 0.13381 0.131536 0.0831096 0.139529 0.0345555 0.0737384 0.0812605 0.0569155 0.0537723 0.0446685 0.142023 0.107786
threshold=-0.55754499999999996 -0.014889999999999999 0.0012600000000000003 -0.095649999999999999 -1.0000000180025095e-35 -0.073884999999999992 0.11347500000000002 0.41088500000000011 0.058495000000000012 0.057175000000000011 0.091025000000000023 -0.074304999999999996 -0.070354999999999987 0.066815000000000027 0.088825000000000029 0.08679000000000002 -0.065634999999999985 -0.076909999999999992 0.097365000000000021 -0.072535000000000002 -0.068899999999999989 0.095415000000000014 0.11007500000000002 -0.014534999999999999 -0.0094199999999999996 -0.045109999999999997
decision_type=2 2 2 2 2 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 7 -7 8 -6 18 13 16 -13 -11 15 -15 17 -12 21 22 -21 23 -20 25 -25 -2
right_child=2 -3 3 4 5 6 -8 -9 -10 10 11 12 -14 14 -16 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27
leaf_value=-0.00062783806517574591 -0.00039920448146227343 0.0030932123978153845 0.0021961039387490195 0.0021085873274270905 0.0026571430535794059 -0.0060639572833315249 4.4321459923719069e-05 -0.0046393235677716915 -0.00076553996227567492 0.0061180557021179487 -0.00017407055703522545 0.0064798093960477116 -0.00069232595039029449 0.0011214652803682723 0.0048283401123023215 -0.0047736434532171098 0.00074490487558393989 -0.0076201955823529226 -0.0025904805075307367 0.0056694218597955152 0.00064655967501332161 -0.0027656859231893235 0.0012705023881718579 0.0052965961292327605 4.827847189344507e-05 -0.0053770786358404979
leaf_weight=47 691 71 81 47 46 73 47 48 112 57 46 46 72 171 70 48 49 55 68 54 79 81 75 53 1411 46
leaf_count=47 691 71 81 47 46 73 47 48 112 57 46 46 72 171 70 48 49 55 68 54 79 81 75 53 1411 46
internal_value=0 0.00160416 1.01437e-05 -0.000766872 -0.0014125 -0.00192265 -0.00366473 -0.000903881 0.000225757 0.000121614 0.00082566 -0.000531321 0.00209666 0.0018791 0.00104021 -0.000166876 -0.00260412 -0.004237 -4.70589e-05 0.00100428 0.00269207 -0.000174573 -0.000559765 -7.88445e-05 0.000238838 -0.000711011
internal_weight=0 118 3626 454 373 326 120 206 158 3172 614 268 118 346 289 219 150 101 2558 276 133 2282 143 2201 1464 737
internal_count=3744 118 3626 454 373 326 120 206 158 3172 614 268 118 346 289 219 150 101 2558 276 133 2282 143 2201 1464 737
is_linear=0
shrinkage=0.0995203


Tree=2564
num_leaves=13
num_cat=0
split_feature=1 17 35 26 3 3 26 21 4 11 7 4
split_gain=0.0345776 0.0388648 0.0312253 0.033192 0.09896 0.0705616 0.0654714 0.0550172 0.0399231 0.0567343 0.0413064 0.0270291
threshold=-0.51744999999999985 -0.56655999999999984 -0.079774999999999999 -0.09071499999999999 0.085795000000000024 0.098755000000000023 -0.14678499999999997 0.10470500000000002 0.14831500000000003 -0.15367499999999998 0.082295000000000021 0.094025000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 -3 4 -4 6 -6 -7 9 -5 -11 -1
right_child=1 2 3 8 5 7 -8 -9 -10 10 -12 -13
leaf_value=0.0033434223263850409 -0.0026989779444373933 -0.0020990478375869487 0.005194038289922198 -0.0034956154902549201 -0.0036367806045994322 0.003429196635458437 0.0011400868958935551 -0.00028955943437992829 0.0025449620307011166 -2.3007480633514832e-05 -0.0023578025875461723 4.7209292074427606e-05
leaf_weight=53 55 71 47 49 67 81 49 76 56 3000 77 47
leaf_count=53 55 71 47 49 67 81 49 76 56 3000 77 47
internal_value=0 -7.34222e-05 -3.27773e-05 8.88078e-06 0.000975245 0.000245933 -0.00161191 0.00162382 -8.8045e-05 -0.000135475 -8.17003e-05 0.00180239
internal_weight=0 3628 3573 3502 320 273 116 157 3182 3126 3077 100
internal_count=3728 3628 3573 3502 320 273 116 157 3182 3126 3077 100
is_linear=0
shrinkage=0.0995203


Tree=2565
num_leaves=16
num_cat=0
split_feature=1 17 18 18 18 1 1 20 5 5 17 1 1 9 19
split_gain=0.0280666 0.0315123 0.0277866 0.132635 0.0570585 0.054061 0.161869 0.0785019 0.0733434 0.124249 0.0513816 0.0592423 0.0667746 0.0511915 0.0226548
threshold=-0.51744999999999985 -0.56655999999999984 0.086800000000000016 0.089505000000000015 0.081485000000000016 -0.080349999999999991 -0.078509999999999983 -0.054979999999999994 -0.080119999999999983 -0.053109999999999997 -0.54192999999999991 -0.44477499999999998 -0.098224999999999993 0.095950000000000021 0.075380000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 -2 4 -4 10 8 -7 -8 -5 -10 13 -12 -13 -3 -1
right_child=1 2 3 5 -6 6 7 -9 9 -11 11 12 -14 -15 -16
leaf_value=0.00013872759815377822 -0.0024303750073830523 0.0037669464249404975 -0.004256790137597547 0.0017812718319112979 0.0028135911893152868 0.0054601854474162492 0.0012632426138715841 -0.0012351214489284812 -0.0069432688641642348 -0.00068256998462939598 -0.0034049214244609213 0.0017944161463751497 -0.00012860954779891486 -0.00042655007223588957 0.0031528398680843797
leaf_weight=51 55 71 85 49 76 56 216 294 46 100 51 194 2287 48 49
leaf_count=51 55 71 85 49 76 56 216 294 46 100 51 194 2287 48 49
internal_value=0 -6.61602e-05 -2.95381e-05 -0.000527999 0.0001248 -0.000110435 0.000380751 -0.000175386 -0.00154033 -0.00266073 4.74075e-05 -4.72608e-05 2.14301e-05 0.00206857 0.00162383
internal_weight=0 3628 3573 846 2727 761 566 510 195 146 2651 2532 2481 119 100
internal_count=3728 3628 3573 846 2727 761 566 510 195 146 2651 2532 2481 119 100
is_linear=0
shrinkage=0.0995203


Tree=2566
num_leaves=25
num_cat=0
split_feature=17 18 2 2 0 9 9 17 9 26 8 26 0 1 26 26 26 2 1 2 29 0 26 17
split_gain=0.0284228 0.0494019 0.11917 0.0902189 0.0707495 0.144609 0.0635035 0.0491081 0.113391 0.214531 0.0878717 0.0613056 0.0530678 0.0889146 0.0486087 0.0624071 0.0601185 0.0453368 0.056225 0.0531893 0.0410035 0.0699914 0.0326513 0.0285669
threshold=0.10932500000000002 -0.01205 -0.082830000000000001 -0.087245000000000003 -0.082794999999999994 0.091750000000000012 0.09518500000000002 0.0041300000000000009 0.091405000000000028 0.090385000000000021 -0.06520999999999999 0.11624000000000002 -0.082885 -0.0046399999999999992 0.31428500000000009 0.12043500000000003 0.11444500000000003 -0.079604999999999995 0.27278500000000011 -0.074084999999999998 -0.08570499999999999 0.076335000000000014 0.13124500000000003 0.41239500000000012
decision_type=2 2 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 -3 -4 -6 -7 14 9 12 11 -10 13 -9 15 16 20 -5 19 -19 -1 -22 -17 -21
right_child=1 3 4 17 5 6 -8 8 10 -11 -12 -13 -14 -15 -16 22 -18 18 -20 23 21 -23 -24 -25
leaf_value=0.0021917965216989512 0.0054338925133675933 -0.0032259988802888864 -0.0025978789259065976 0.0027478063569436949 0.0061031007408979491 -0.002835028070476712 0.0019445994465165331 0.0030295833097185266 0.0050861841801431501 -0.0080358578943140347 -0.0021204650023637301 0.00013598534069599009 -0.0035153203244436024 -0.0020361457950668869 -0.0023754959884724424 0.0045094283894176381 -0.0030436054759349126 -0.0037873745623320486 0.0028826136999643014 -0.001024155972944258 0.00013112985233948302 -0.0021417161473283337 0.00073486546166162854 0.0017867303076971957
leaf_weight=87 62 76 55 74 48 55 55 59 52 54 59 48 57 82 82 46 63 46 51 91 2178 143 46 59
leaf_count=87 62 76 55 74 48 55 55 59 52 54 59 48 57 82 82 46 63 46 51 91 2178 143 46 59
internal_value=0 0.000567215 0.0015927 -0.000141075 0.000470767 0.00154415 -0.000437772 -0.000147607 -0.00115968 -0.0024736 0.00091762 0.00271828 -0.000952484 7.77509e-05 9.34647e-06 8.5966e-05 -8.46093e-06 0.000586762 -5.7362e-05 -0.000826533 7.0607e-05 -8.55065e-06 0.00263105 7.6002e-05
internal_weight=0 672 275 397 213 158 110 3056 411 252 159 100 198 141 2645 2563 2471 321 247 196 2408 2321 92 150
internal_count=3728 672 275 397 213 158 110 3056 411 252 159 100 198 141 2645 2563 2471 321 247 196 2408 2321 92 150
is_linear=0
shrinkage=0.0995203


Tree=2567
num_leaves=15
num_cat=0
split_feature=30 1 4 4 8 3 3 3 8 5 4 1 5 9
split_gain=0.0237819 0.0361713 0.0388717 0.0307425 0.0789209 0.0607152 0.0339784 0.0995116 0.215138 0.048654 0.127171 0.116721 0.0404957 0.0240511
threshold=0.10000000000000002 -0.51744999999999985 0.094025000000000011 0.13584500000000002 -0.26194999999999996 0.15361500000000003 0.083875000000000019 0.084465000000000026 -0.085605000000000001 -0.011514999999999999 0.076195000000000027 -0.082635 -0.54623499999999992 -0.095314999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 9 8 -8 11 -11 -3 -9 -2
right_child=13 3 -4 4 -6 -7 7 12 -10 10 -12 -13 -14 -15
leaf_value=0.0038193227110936193 0.0001628066938832809 0.0031462783564593431 -0.00013185621690081772 -0.0006451207233129228 0.0041485681872692965 -0.0036343130774289536 0.0077742538455727239 0.0027704389867028141 -0.0014466305246765903 -0.0065467407970516882 0.0003658839435226237 -0.0019290794144601314 -8.6173074208139975e-05 -0.0025912704349834469
leaf_weight=51 56 70 47 78 60 47 50 50 50 48 58 125 2868 70
leaf_count=51 56 70 47 78 60 47 50 50 50 48 58 125 2868 70
internal_value=0 3.01428e-05 0.00191602 -2.23678e-05 0.00143316 -8.22851e-05 -3.17385e-05 6.85688e-05 0.00315563 -0.0010402 -0.00275664 -0.000102958 -3.69444e-05 -0.00136074
internal_weight=0 3602 98 3504 138 3366 3319 3018 100 301 106 195 2918 126
internal_count=3728 3602 98 3504 138 3366 3319 3018 100 301 106 195 2918 126
is_linear=0
shrinkage=0.0995203


Tree=2568
num_leaves=16
num_cat=0
split_feature=4 36 12 3 3 2 9 0 3 9 9 6 3 9 0
split_gain=0.319952 0.0451615 0.052343 0.0340448 0.075242 0.0744874 0.0640632 0.0656911 0.0496026 0.145254 0.216617 0.106368 0.0569256 0.230709 0.050234
threshold=0.15340500000000004 0.089700000000000016 -0.0088449999999999987 0.089985000000000023 0.089395000000000016 -0.080974999999999991 -0.081559999999999994 -0.092474999999999988 0.092115000000000016 0.090775000000000022 0.092605000000000021 0.089810000000000015 0.093245000000000022 0.09055500000000001 -0.071340000000000001
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 -8 9 11 -11 -5 13 -10 -14
right_child=-2 -3 3 8 5 -7 7 -9 12 10 -12 -13 14 -15 -16
leaf_value=0.0033486912559862465 -0.0075423622876205311 -0.0025625646197103336 -0.0037905609988428436 0.0017496446989697151 -0.0057363157602509686 -0.00014139830045534909 0.0013060011326801132 -0.00038327936833525367 -0.0067392970830028841 -0.00495612846444329 0.0037984168398027501 0.0071310396244835079 0.00071660154853886264 0.0016733990642561214 -0.0003954350248511123
leaf_weight=48 56 65 46 136 49 46 292 1040 56 67 48 50 975 76 684
leaf_count=48 56 65 46 136 49 46 292 1040 56 67 48 50 975 76 684
internal_value=0 3.69981e-05 8.39923e-05 3.9806e-05 -0.00032644 -0.00303582 -0.00013906 -1.2342e-05 0.000298075 0.00148035 -0.00129494 0.00320066 9.89212e-05 -0.00188942 0.000257619
internal_weight=0 3678 3613 3565 1473 95 1378 1332 2092 301 115 186 1791 132 1659
internal_count=3734 3678 3613 3565 1473 95 1378 1332 2092 301 115 186 1791 132 1659
is_linear=0
shrinkage=0.0995203


Tree=2569
num_leaves=12
num_cat=0
split_feature=4 36 12 20 3 3 21 21 8 21 2
split_gain=0.259435 0.0366197 0.0424431 0.0350298 0.0237883 0.0731285 0.073245 0.0522133 0.0652235 0.0648135 0.0458276
threshold=0.15340500000000004 0.089700000000000016 -0.0088449999999999987 0.27003000000000005 0.089985000000000023 0.089395000000000016 0.091325000000000031 0.091135000000000022 -0.070134999999999989 0.09266000000000002 -0.08126499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 -6 -9 -7
right_child=-2 -3 3 -5 7 10 -8 9 -10 -11 -12
leaf_value=0.0030154286605777918 -0.0067917451915200707 -0.0023075375086149289 -0.0003501709234002764 0.0025279571344293864 0.0012270863002578161 -0.005250378014296805 0.0022428773275558964 -0.0039561723683037885 -0.00017893008547468424 -0.00020617500296060199 -0.000783902337338982
leaf_weight=48 56 65 1255 55 721 46 118 49 596 679 46
leaf_count=48 56 65 1255 55 721 46 118 49 596 679 46
internal_value=0 3.32717e-05 7.56108e-05 3.57988e-05 -3.01894e-06 -0.000309352 -0.00012672 0.000216032 0.000590181 -0.000459703 -0.00302604
internal_weight=0 3678 3613 3565 3510 1465 1373 2045 1317 728 92
internal_count=3734 3678 3613 3565 3510 1465 1373 2045 1317 728 92
is_linear=0
shrinkage=0.0995203


Tree=2570
num_leaves=16
num_cat=0
split_feature=4 36 5 9 5 17 4 5 9 3 8 3 17 3 17
split_gain=0.213054 0.0357933 0.0347682 0.0257029 0.0686552 0.0483934 0.106323 0.0342906 0.0362171 0.0999553 0.205465 0.0491159 0.0433494 0.164536 0.0728392
threshold=0.15730000000000002 0.08605500000000002 -0.071539999999999992 -0.078344999999999984 -0.47090499999999996 -0.0069749999999999994 0.098220000000000016 -0.54165499999999989 0.093605000000000022 0.093535000000000021 -0.045194999999999999 0.094685000000000033 -0.45380999999999999 0.10871500000000002 -0.27561999999999998
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 -6 -5 12 10 -10 -11 13 -9 -14
right_child=-2 2 -4 7 5 -7 -8 8 9 11 -12 -13 14 -15 -16
leaf_value=-0.0017943253835115082 -0.0067932290228731396 -0.0032494926787829535 0.0002791195642219003 0.0020105447922299964 0.0030899683385472885 0.0036236512334543993 -0.003140267457891986 -0.00028486572002593805 0.0083813959989226007 -0.0029968582115511319 -0.00021925682694771826 0.00029127599516603429 -0.0040804124634721559 0.0061562503618077472 -0.00030706872772165927
leaf_weight=65 46 64 48 82 66 91 46 197 46 48 68 715 52 49 2051
leaf_count=65 46 64 48 82 66 91 46 197 46 48 68 715 52 49 2051
internal_value=0 2.1657e-05 -0.00172992 7.67452e-05 0.00101413 0.00191743 0.000523812 5.5443e-07 -5.02827e-05 0.000495131 0.003244 8.33478e-05 -0.000254261 0.000994794 -0.00040076
internal_weight=0 3688 112 3576 268 203 112 3308 3226 877 114 763 2349 246 2103
internal_count=3734 3688 112 3576 268 203 112 3308 3226 877 114 763 2349 246 2103
is_linear=0
shrinkage=0.0995203


Tree=2571
num_leaves=10
num_cat=0
split_feature=1 3 0 1 2 17 30 0 1
split_gain=0.0931232 0.209153 0.0660492 0.0246033 0.0190569 0.0403157 0.0261936 0.0414777 0.0397239
threshold=0.50644500000000015 0.14314000000000004 -0.092939999999999995 0.42491000000000007 -0.24206999999999998 -0.56368999999999991 0.094680000000000028 0.15238000000000004 -0.50158499999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 7 8 -7
right_child=1 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.0019688968667166289 -0.0027754848960072544 -0.0075874780125015102 0.0018264879546488178 0.0020708559436501219 0.002346348619530988 -0.0018971984468805069 -0.0017927099374222581 0.0029149136948901787 6.159925517201056e-05
leaf_weight=47 53 52 74 59 74 106 79 49 3141
leaf_count=47 53 52 74 59 74 106 79 49 3141
internal_value=0 -0.00227089 -8.75748e-05 5.53753e-05 2.1127e-05 4.84827e-05 -1.65763e-06 4.10228e-05 -2.09462e-06
internal_weight=0 179 127 3555 3496 3449 3375 3296 3247
internal_count=3734 179 127 3555 3496 3449 3375 3296 3247
is_linear=0
shrinkage=0.0995203


Tree=2572
num_leaves=11
num_cat=0
split_feature=4 21 4 21 9 9 6 6 9 19
split_gain=0.0569478 0.0416888 0.0534381 0.0363749 0.040555 0.103763 0.0526963 0.0590033 0.0478809 0.0440786
threshold=0.15221500000000004 0.14680000000000004 0.096000000000000016 0.13589500000000002 0.11408000000000003 0.11076000000000003 -0.097455 0.11345500000000001 0.10706000000000003 -0.13541
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 8 -6 -8 9 -1
right_child=-2 2 -4 -5 6 -7 7 -9 -10 -11
leaf_value=0.0028379272661893788 0.0028057052716307634 0.00014574344750282794 -0.0046346434392727882 0.0026902630616719809 0.0040243861032560231 -0.0048498678652470423 -0.0012360288312062838 0.0030261818326899129 0.0029469153668321567 -0.00023086832324455109
leaf_weight=47 66 46 46 46 51 47 90 50 49 3223
leaf_count=47 66 46 46 46 51 47 90 50 49 3223
internal_value=0 -0.000143227 -0.00223555 -8.95732e-05 -0.000125753 -0.000206011 0.00128435 0.000280342 -0.000140003 -0.00018651
internal_weight=0 3695 92 3603 3557 3366 191 140 3319 3270
internal_count=3761 3695 92 3603 3557 3366 191 140 3319 3270
is_linear=0
shrinkage=0.0995203


Tree=2573
num_leaves=14
num_cat=0
split_feature=4 21 2 2 5 18 6 18 18 8 26 26 26
split_gain=0.0468534 0.0371661 0.0311065 0.052651 0.0511942 0.0902799 0.0792253 0.0560781 0.0461048 0.03593 0.0370542 0.15269 0.149109
threshold=0.15834500000000004 0.15665000000000004 -0.085944999999999994 -0.086554999999999993 0.51659500000000014 -0.15202999999999997 -0.065394999999999995 -0.110495 -0.095364999999999991 -0.15146000000000001 0.087170000000000011 0.089005000000000015 0.085570000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 -4 -7 -9 -1 12 -12 -11
right_child=-2 -3 4 -5 -6 7 -8 8 -10 10 11 -13 -14
leaf_value=0.0018437779892343271 0.0030397360165111092 -0.0024997408601600889 0.00038245051450472962 -0.0028767586364506241 0.0025715514949618207 0.0028741969114372975 -0.0043522741700739555 -0.0028007179961450608 0.00013999752045366166 -0.00045995947525799368 0.0043686140473690686 -0.0012624854874983139 -0.0063149801441781794
leaf_weight=69 47 64 59 89 80 73 85 54 2355 523 71 145 47
leaf_count=69 47 64 59 89 80 73 85 54 2355 523 71 145 47
internal_value=0 -0.000121817 -7.98978e-05 -0.000571908 9.14397e-05 1.55723e-05 -0.00240667 0.000156435 7.37387e-05 -0.00033103 -0.00052299 0.000584688 -0.000944179
internal_weight=0 3714 3650 944 2706 2626 144 2482 2409 855 786 216 570
internal_count=3761 3714 3650 944 2706 2626 144 2482 2409 855 786 216 570
is_linear=0
shrinkage=0.0995203


Tree=2574
num_leaves=18
num_cat=0
split_feature=5 5 5 1 5 5 20 5 1 5 0 20 0 4 2 20 3
split_gain=0.0418519 0.13034 0.058876 0.0871352 0.0790119 0.10023 0.0488528 0.0487968 0.109018 0.0800662 0.0364929 0.0438783 0.0611252 0.199355 0.0533322 0.129947 0.0749537
threshold=-0.11065499999999999 -0.13955999999999999 -0.093875 0.0022300000000000006 -0.091229999999999992 -0.088935 -0.16295499999999999 -0.082179999999999989 -0.079844999999999985 -0.07965499999999999 -0.225295 -0.14091999999999996 -0.15137999999999999 0.11338500000000003 -0.081734999999999988 -0.0070099999999999997 0.15537500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -2 -4 -6 -7 8 -8 -9 -1 -12 13 -13 15 -14 -16
right_child=2 -3 4 -5 5 6 7 9 -10 -11 11 12 14 -15 16 -17 -18
leaf_value=-0.0018995880547022614 -0.004254127733550008 0.0051511107151012286 0.0030566187675578052 0.0011338207368933805 -0.0048453151151833448 -0.0025672985882894328 0.005562054837551021 -0.0041669514281939398 -0.0004015866342557458 -0.00010328261120995571 -0.0021224594360100654 0.0067342263325490407 0.0050824557469134318 -0.0018926672835335862 -0.00093625469805117467 -0.0011315533615877339 0.0032044724341653537
leaf_weight=73 83 57 74 46 46 81 48 49 82 2451 60 59 66 48 321 67 50
leaf_count=73 83 57 74 46 46 81 48 49 82 2451 60 59 66 48 321 67 50
internal_value=0 0.000563975 -0.00024679 -0.0023265 -0.000151735 -0.000238146 -0.00015967 -8.52077e-05 0.00179408 -0.000183258 0.000211441 0.000442326 0.000695527 0.00285657 0.00023511 0.00194594 -0.000375998
internal_weight=0 801 2960 129 2831 2757 2711 2630 130 2500 744 671 611 107 504 133 371
internal_count=3761 801 2960 129 2831 2757 2711 2630 130 2500 744 671 611 107 504 133 371
is_linear=0
shrinkage=0.0995203


Tree=2575
num_leaves=11
num_cat=0
split_feature=4 21 4 21 9 9 6 8 9 9
split_gain=0.0364709 0.0267501 0.0418889 0.0312387 0.0333943 0.0830661 0.0423402 0.0715573 0.0396871 0.0388159
threshold=0.15221500000000004 0.14680000000000004 0.096000000000000016 0.13589500000000002 0.11408000000000003 0.11076000000000003 -0.097455 -0.051259999999999993 0.10706000000000003 0.10153500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 8 -6 -8 9 -1
right_child=-2 2 -4 -5 6 -7 7 -9 -10 -11
leaf_value=-9.278427071269133e-05 0.0022516475496810471 0.00032285370268253391 -0.0039092742619850013 0.0025109599541365429 0.0036371484958846131 -0.0043265973644892016 0.0029214023391713607 -0.0016336350364843937 0.0026978733509245871 -0.002056554469417566
leaf_weight=3167 66 46 46 46 51 47 59 81 49 103
leaf_count=3167 66 46 46 46 51 47 59 81 49 103
internal_value=0 -0.00010824 -0.00178431 -6.52155e-05 -9.87614e-05 -0.000171612 0.0011808 0.000280141 -0.000112527 -0.00015489
internal_weight=0 3695 92 3603 3557 3366 191 140 3319 3270
internal_count=3761 3695 92 3603 3557 3366 191 140 3319 3270
is_linear=0
shrinkage=0.0995203


Tree=2576
num_leaves=17
num_cat=0
split_feature=22 22 9 4 29 4 8 19 1 3 3 1 8 3 3 17
split_gain=0.0497284 0.0319713 0.0312495 0.0374854 0.0849823 0.0800412 0.119835 0.0330614 0.0331619 0.042022 0.119237 0.0989909 0.0688043 0.0496761 0.0177803 0.0650652
threshold=0.091785000000000019 0.10170500000000003 -0.063329999999999984 0.09661500000000002 -0.011859999999999999 0.11541000000000003 -0.092299999999999993 -0.07525999999999998 0.5126750000000001 0.12551500000000002 0.12131500000000002 0.15756500000000004 -0.045194999999999999 0.11721500000000003 0.12015500000000003 -0.0077549999999999997
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 -7 -4 9 10 13 12 -11 -9 15 -3
right_child=1 14 7 5 -6 6 -8 8 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=0.0054312717844874087 0.0036911241007584086 -0.00090053940815704864 -0.0026000462288423799 -0.0027377699598589164 -1.2846301101702071e-05 0.0039643905032612954 -0.0014130864016375741 -0.00026867057836764185 -0.0024142483269775565 -0.0029244776075552526 -0.0051552006609822147 0.0047999641671889115 0.0016025041098223748 0.0024537090936638407 -0.00051745071922478794 0.0039753773340478003
leaf_weight=47 46 54 60 74 71 80 84 2719 68 55 49 55 84 68 68 54
leaf_count=47 46 54 60 74 71 80 84 2719 68 55 49 55 84 68 68 54
internal_value=0 0.00135058 -0.000185003 0.000698252 0.00214864 -1.74076e-05 0.00120508 -0.000284831 -0.000239727 -0.000190656 -0.000287824 0.00122558 -0.000182859 -0.000201953 0.00073419 0.00152984
internal_weight=0 222 3514 356 118 238 164 3158 3098 3030 2836 194 139 2787 176 108
internal_count=3736 222 3514 356 118 238 164 3158 3098 3030 2836 194 139 2787 176 108
is_linear=0
shrinkage=0.0995203


Tree=2577
num_leaves=11
num_cat=0
split_feature=20 20 9 9 9 26 8 21 35 0
split_gain=0.0410341 0.0392974 0.0453514 0.0795604 0.0697408 0.0654139 0.0603033 0.0541279 0.0673698 0.0570867
threshold=-0.40431 -0.224635 0.11296000000000002 0.11007500000000002 0.11640000000000002 0.15222000000000005 -0.050299999999999997 -0.096850000000000006 -0.083194999999999991 -0.25289499999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -4 6 -6 -3 -9 -10
right_child=1 2 4 -5 5 -7 -8 8 9 -11
leaf_value=-0.0028080022914806642 0.002439778353337588 -0.0033011326962581532 -0.0046452024912593433 0.0041159547093637611 0.00018993724600871101 0.0023911404906344419 -0.0041810581290663675 0.0037799751243013146 0.0031833925910547357 -0.00010952504535116203
leaf_weight=54 62 50 52 46 70 54 56 46 53 3193
leaf_count=54 62 50 52 46 70 54 56 46 53 3193
internal_value=0 -4.41031e-05 -8.68709e-05 5.06577e-06 -0.00143299 -0.000500471 -0.00174623 -5.12725e-05 -1.6638e-06 -5.55067e-05
internal_weight=0 3682 3620 3388 232 180 126 3342 3292 3246
internal_count=3736 3682 3620 3388 232 180 126 3342 3292 3246
is_linear=0
shrinkage=0.0995203


Tree=2578
num_leaves=23
num_cat=0
split_feature=22 21 9 6 1 9 17 20 4 1 9 26 1 17 6 0 26 4 26 6 0 6
split_gain=0.0381286 0.0369146 0.0355248 0.0604581 0.0970659 0.126478 0.111626 0.0875125 0.25332 0.0723353 0.0877925 0.0528055 0.0506646 0.0488388 0.0541236 0.0479146 0.0475541 0.0458085 0.0441244 0.0291332 0.0856269 0.0358033
threshold=0.091785000000000019 -0.096850000000000006 -0.063329999999999984 -0.14723999999999998 0.066150000000000028 0.095285000000000022 0.048755000000000014 0.084680000000000019 0.11724500000000003 0.012830000000000003 0.097680000000000031 0.093690000000000023 0.0049450000000000015 -0.091869999999999993 -0.41548999999999997 -0.117355 -0.011984999999999999 0.13662500000000002 -1.0000000180025095e-35 -0.14889499999999997 -0.092724999999999988 -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
left_child=1 -1 13 7 9 6 -6 8 -4 12 -11 -7 -5 -3 18 -16 -17 -10 -15 -2 -21 -22
right_child=19 2 3 4 5 11 -8 -9 17 10 -12 -13 -14 14 15 16 -18 -19 -20 20 21 -23
leaf_value=-0.0022697811391574354 0.0029248105668132282 0.0031189900467407175 -0.0090928175643358155 -0.00018734625013963355 0.0053192733905370109 -0.0030924534246477057 0.0001022696889004702 0.00063985791801569858 0.0019862036829027428 -0.0032531935739841338 0.0012411080945157239 0.0013803189351549326 0.0029831590853292068 5.1417856907604796e-05 0.0017455353664920089 -0.00032724295135664743 -0.0043885798916381115 -0.0024533646932984716 0.0042949172149831238 -0.0026706296857935447 0.004109851184693974 0.00030537646564348259
leaf_weight=80 67 74 49 2314 107 57 66 91 46 157 59 48 51 51 50 74 47 46 47 56 49 50
leaf_count=80 67 74 49 2314 107 57 66 91 46 157 59 48 51 51 50 74 47 46 47 56 49 50
internal_value=0 -0.000155959 -0.000106476 -0.000213317 -8.76357e-05 0.00167884 0.0033337 -0.00175859 -0.00331232 -0.00027822 -0.00202179 -0.00103996 -0.00011863 0.00085395 0.00022781 -0.000837442 -0.00191155 -0.000224683 0.00209492 0.00118864 0.00043288 0.00219667
internal_weight=0 3514 3434 3091 2859 278 173 232 141 2581 216 105 2365 343 269 171 121 92 98 222 155 99
internal_count=3736 3514 3434 3091 2859 278 173 232 141 2581 216 105 2365 343 269 171 121 92 98 222 155 99
is_linear=0
shrinkage=0.0995203


Tree=2579
num_leaves=12
num_cat=0
split_feature=20 20 9 4 9 26 17 9 6 6 1
split_gain=0.0318574 0.0320485 0.0368581 0.0882041 0.0559681 0.0494237 0.0319741 0.0735984 0.0415952 0.0725181 0.0284527
threshold=-0.40431 -0.224635 0.11296000000000002 0.15116500000000005 0.11640000000000002 0.15222000000000005 0.51174000000000019 0.093825000000000033 0.11413500000000003 0.10449000000000003 0.15756500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -4 10 8 -8 9 -3 -6
right_child=1 2 4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=-0.0024680736467199557 0.002210372267645414 -0.00013522690747073206 -0.0041627570690645046 0.0043398771873329476 -0.0026872023642190023 0.0020635294013627275 -0.00044750713092378915 0.0040017112287612545 -0.0023561923442313938 0.0029188485647742529 0.00039137229698849008
leaf_weight=54 62 3031 52 46 79 54 90 62 80 79 47
leaf_count=54 62 3031 52 46 79 54 90 62 80 79 47
internal_value=0 -3.27433e-05 -7.13875e-05 1.14721e-05 -0.00128495 -0.000449037 -4.78601e-05 0.00136192 -0.000115291 -5.73842e-05 -0.00153235
internal_weight=0 3682 3620 3388 232 180 3342 152 3190 3110 126
internal_count=3736 3682 3620 3388 232 180 3342 152 3190 3110 126
is_linear=0
shrinkage=0.0995203


Tree=2580
num_leaves=11
num_cat=0
split_feature=7 7 19 21 3 2 18 3 8 3
split_gain=0.107428 0.0506755 0.0390805 0.0636783 0.0251474 0.104117 0.0905467 0.0663379 0.152646 0.0726093
threshold=0.099030000000000021 -0.10984999999999999 0.14071500000000006 0.15544000000000005 0.08622500000000001 0.08666500000000002 0.088250000000000009 0.086965000000000028 -0.086589999999999986 0.087325000000000028
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -6 -9
right_child=-2 2 -4 -5 7 -7 -8 9 -10 -11
leaf_value=-0.0026662803679483064 -0.0042056264580056608 -0.00060925583750463374 0.0029074910953262676 0.0031050856804650654 -0.0019488930537747554 -0.0044129791765591493 0.0027598341240047558 -0.003400645520762329 0.004848150471309081 7.4503527297875517e-05
leaf_weight=69 61 645 47 65 53 63 90 61 85 2500
leaf_count=69 61 645 47 65 53 63 90 61 85 2500
internal_value=0 5.08673e-06 5.63871e-05 1.85374e-05 -3.85993e-05 -0.000529577 -0.0001956 0.000106262 0.00223176 -7.95084e-06
internal_weight=0 3678 3609 3562 3497 798 735 2699 138 2561
internal_count=3739 3678 3609 3562 3497 798 735 2699 138 2561
is_linear=0
shrinkage=0.0995203


Tree=2581
num_leaves=20
num_cat=0
split_feature=7 7 3 0 0 18 6 5 17 3 5 3 18 5 0 29 8 29 20
split_gain=0.0871093 0.041091 0.0349975 0.0515548 0.0951666 0.0994275 0.156904 0.0487891 0.0949503 0.117516 0.0895766 0.076619 0.0822424 0.0388272 0.0691822 0.0459147 0.0841988 0.071382 0.0355009
threshold=0.099030000000000021 -0.10984999999999999 0.10293500000000001 -0.117355 -0.14824999999999997 0.086800000000000016 -0.0048649999999999995 -0.0016799999999999999 -0.085229999999999986 0.099145000000000025 -0.0050400000000000002 0.099145000000000025 -0.17307499999999998 -0.52356999999999998 -0.14824999999999997 -0.027195 -0.42187000000000002 -0.07594999999999999 -0.042414999999999994
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 -3 8 10 -10 -5 12 -9 18 -15 17 -17 -16 -4
right_child=-2 2 13 7 -6 -7 -8 11 9 -11 -12 -13 -14 14 15 16 -18 -19 -20
leaf_value=-0.0024009317409016055 -0.0037870817762335135 0.0061045331078718361 -0.0032931792488703963 0.0011587595040326263 -0.0043682571150041368 -0.003027417775721214 -0.0020208931842571648 0.0036105787375992145 -0.00018703441257969075 0.0041777359087862001 0.0062018248658270089 -0.0042043945395138071 -0.00071642641430836403 0.003733114598483796 0.00062669957187556685 0.0046457286626920453 0.00049719868011184848 -0.0041029080031123729 0.00043142207832211685
leaf_weight=69 61 46 48 147 79 69 48 47 1345 64 46 57 579 70 80 52 727 52 53
leaf_count=69 61 46 48 147 79 69 48 47 1345 64 46 57 579 70 80 52 727 52 53
internal_value=0 4.55836e-06 5.07755e-05 -0.000151764 -0.00153305 -0.000153903 0.00194667 -5.11643e-06 0.000294791 1.06426e-05 0.00236498 -0.000709757 -0.000390247 0.00052456 0.000716393 0.000483693 0.000775174 -0.00123028 -0.00133058
internal_weight=0 3678 3609 2527 242 163 94 2285 1602 1409 193 683 626 1082 981 911 779 132 101
internal_count=3739 3678 3609 2527 242 163 94 2285 1602 1409 193 683 626 1082 981 911 779 132 101
is_linear=0
shrinkage=0.0995203


Tree=2582
num_leaves=13
num_cat=0
split_feature=4 21 2 9 4 20 9 2 3 2 4 4
split_gain=0.107284 0.0375256 0.0435263 0.0285102 0.0393931 0.0655941 0.0622275 0.0448645 0.172952 0.0604307 0.0410124 0.0572589
threshold=0.15730000000000002 0.13922500000000004 -0.012644999999999998 -0.26414499999999996 0.11230000000000002 0.11250000000000003 1.0000000180025095e-35 0.084895000000000012 0.085910000000000028 -0.0038150000000000002 0.13954000000000003 0.13179000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 7 10 9 -9 -5 11 -6
right_child=-2 2 -4 4 6 -7 -8 8 -10 -11 -12 -13
leaf_value=0.0022640597091715003 -0.0046775290814718203 0.0034026549344453598 -0.0003694591716150241 -9.1663588718810883e-06 -0.00076151592509092242 0.0028537678230805734 -0.0034835118023800022 -0.0066250226907878943 -9.114391256487316e-05 0.002835080465714263 -0.002714534234692033 0.0030894880258255423
leaf_weight=52 49 68 54 2772 125 79 83 49 223 76 54 55
leaf_count=52 49 68 54 2772 125 79 83 49 223 76 54 55
internal_value=0 9.83047e-06 0.00172632 -4.86318e-05 -8.30683e-05 2.1543e-05 -0.00114133 -4.9908e-05 -0.00127121 6.64461e-05 -0.000307062 0.000410632
internal_weight=0 3690 122 3568 3516 3199 317 3120 272 2848 234 180
internal_count=3739 3690 122 3568 3516 3199 317 3120 272 2848 234 180
is_linear=0
shrinkage=0.0995203


Tree=2583
num_leaves=10
num_cat=0
split_feature=24 35 6 11 1 21 31 30 3
split_gain=0.0765478 0.0288251 0.0390816 0.0306417 0.0790198 0.0344106 0.0340184 0.0781998 0.0293269
threshold=-0.070599999999999996 1.0000000180025095e-35 -0.53620499999999993 -0.085754999999999984 0.0022300000000000006 0.13589500000000002 1.0000000180025095e-35 0.086750000000000022 0.13640000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -5 -7
right_child=1 -3 3 5 -6 8 -8 -9 -10
leaf_value=-0.003875556237906507 0.0028014385809123458 -0.0024421642781741041 0.00057535781377017405 -5.4249413305188937e-05 -0.004788763459549988 -2.7533240909869374e-05 -0.0026696683009031349 0.0029201035561939883 0.0029023905702947367
leaf_weight=51 50 47 66 3206 46 60 47 90 76
leaf_count=51 50 47 66 3206 46 60 47 90 76
internal_value=0 6.42202e-06 3.82546e-05 0 -0.00162046 5.19413e-05 -1.09449e-05 2.67194e-05 0.00160376
internal_weight=0 3688 3641 3591 112 3479 3343 3296 136
internal_count=3739 3688 3641 3591 112 3479 3343 3296 136
is_linear=0
shrinkage=0.0995203


Tree=2584
num_leaves=15
num_cat=0
split_feature=10 17 7 26 20 36 6 26 17 8 8 3 6 17
split_gain=0.0479406 0.0614829 0.0373379 0.034781 0.061491 0.0584824 0.0683877 0.05405 0.0507929 0.0435694 0.149513 0.101854 0.0689796 0.0678962
threshold=0.087605000000000016 -0.078119999999999995 0.089755000000000015 0.090095000000000022 0.0033350000000000007 0.088355000000000031 -0.48214499999999999 0.089625000000000024 -0.088734999999999994 -0.080569999999999989 -0.082014999999999991 0.088325000000000028 0.090195000000000011 -0.015464999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 9 6 -1 8 -8 10 13 -11 -13 -5
right_child=1 -3 -4 4 -6 -7 7 -9 -10 11 -12 12 -14 -15
leaf_value=-0.0041688162964697443 0.0044447786841561466 6.5053792155817561e-05 0.0025216743419141548 0.0028881499182747427 -0.0021049032759033423 0.0024358887355956796 -0.00094692620720163883 -0.0034651610714161772 8.6674887697684556e-05 -0.0041290572124688795 0.0067390686159290525 0.0015732446615417364 -0.00048950124715936073 -0.00033520036915755019
leaf_weight=46 55 76 56 95 90 76 668 52 1592 51 47 306 337 202
leaf_count=46 55 76 56 95 90 76 668 52 1592 51 47 306 337 202
internal_value=0 0.00191012 -2.7735e-05 -6.80454e-05 0.000388467 -0.000279945 -0.000367826 -0.000291846 -0.00021847 0.000605444 0.00152151 0.00015019 0.000490875 0.000693082
internal_weight=0 131 3618 3562 1128 2434 2358 2312 2260 1038 344 694 643 297
internal_count=3749 131 3618 3562 1128 2434 2358 2312 2260 1038 344 694 643 297
is_linear=0
shrinkage=0.0995203


Tree=2585
num_leaves=18
num_cat=0
split_feature=8 26 26 18 8 0 0 18 26 17 6 26 26 23 38 0 8
split_gain=0.0332319 0.0857816 0.0543598 0.0500731 0.0914737 0.0403695 0.0393636 0.0327367 0.107061 0.197927 0.0920855 0.0914537 0.0820247 0.0443514 0.0401666 0.0382213 0.0311138
threshold=0.093085000000000015 -0.088764999999999997 -0.396395 -0.057764999999999997 0.10851500000000001 0.10858000000000002 0.048265000000000009 -0.084954999999999989 0.084685000000000024 -0.0073949999999999997 -0.074569999999999984 0.085465000000000027 0.093245000000000022 1.0000000180025095e-35 -0.076799999999999993 -0.051999999999999998 -0.017214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 6 7 8 9 10 -1 -10 -13 14 -9 -16 -7
right_child=1 3 -4 4 -6 16 -8 13 11 -11 -12 12 -14 -15 15 -17 -18
leaf_value=0.0018562511999036541 0.0012689780324913011 0.00016405667555815083 -0.002767097822058283 0.0071626106264659154 0.0011872054706235143 -0.00028553356261789832 0.0023103231798233138 0.0029891584837302373 0.004088950377367854 -0.0075266644438179587 -0.0019373104461729031 -0.0013384251795668205 0.0017594613601500436 -0.0026603270773054135 3.4781931242147575e-05 0.0016709062277666623 -0.0038519539261855124
leaf_weight=87 64 54 68 47 56 50 72 50 60 52 232 214 140 55 2249 151 48
leaf_count=87 64 54 68 47 56 50 72 50 60 52 232 214 140 55 2249 151 48
internal_value=0 0.00106116 -0.000804011 0.00263454 0.0039218 -4.96037e-05 8.1921e-06 -4.19401e-05 -0.000602919 -0.00183113 -0.000900136 0.000495746 -0.00011096 0.000133529 0.000196582 0.000138063 -0.00204071
internal_weight=0 289 132 157 103 3460 3362 3290 785 371 319 414 354 2505 2450 2400 98
internal_count=3749 289 132 157 103 3460 3362 3290 785 371 319 414 354 2505 2450 2400 98
is_linear=0
shrinkage=0.0995203


Tree=2586
num_leaves=12
num_cat=0
split_feature=7 5 12 1 4 1 21 21 18 1 18
split_gain=0.0299259 0.0339328 0.0271546 0.040637 0.0321303 0.0311356 0.0622466 0.0497331 0.0577023 0.0427808 0.0417429
threshold=0.093110000000000012 0.63455500000000009 0.097490000000000021 -0.51253999999999988 0.094025000000000011 -0.018369999999999997 -0.082669999999999993 0.10068500000000002 -0.084954999999999989 0.012830000000000003 -0.112385
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 8 -7 -9 -8
right_child=-2 -3 -4 5 -6 7 10 9 -10 -11 -12
leaf_value=-0.00052222209042814612 0.0020138298766026307 0.0024234035409456448 0.0022344106943395 0.0032018836223133523 -0.0039655924715922084 -0.0021649943547786868 0.0016281591256357708 0.0023101693770318081 -0.00034392515338318454 2.0182867606975566e-05 -9.6765819557048209e-06
leaf_weight=66 74 56 51 69 46 208 171 107 1016 333 1552
leaf_count=66 74 56 51 69 46 208 171 107 1016 333 1552
internal_value=0 -7.37184e-06 -4.52116e-05 -7.80254e-05 -0.00194377 -1.73244e-05 0.000270272 -0.000327536 -0.000654057 0.000578927 0.000152396
internal_weight=0 3675 3619 3568 112 3456 1792 1664 1224 440 1723
internal_count=3749 3675 3619 3568 112 3456 1792 1664 1224 440 1723
is_linear=0
shrinkage=0.0995203


Tree=2587
num_leaves=23
num_cat=0
split_feature=10 10 2 3 9 17 26 9 17 26 9 26 9 7 2 17 3 3 2 9 17 6
split_gain=0.0300835 0.051606 0.0451673 0.0855555 0.129252 0.316821 0.237964 0.119002 0.13084 0.103208 0.0947952 0.185959 0.0602077 0.0388425 0.0326471 0.114953 0.0466489 0.142339 0.107188 0.119644 0.100948 0.073526
threshold=0.087605000000000016 0.093790000000000026 -0.085944999999999994 0.083815000000000014 0.084515000000000021 -0.011809999999999999 0.084355000000000027 0.085610000000000019 -0.067015000000000005 0.086215000000000028 0.092150000000000024 0.090545000000000028 0.095285000000000022 0.07988000000000002 -0.084869999999999987 -0.010239999999999999 0.08622500000000001 0.086535000000000015 -0.082404999999999992 0.08597500000000001 -0.0092949999999999994 -0.25061999999999995
decision_type=2 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 5 6 -5 8 -6 -1 11 -9 -12 14 15 -4 18 -18 20 -20 -16 -19
right_child=1 -3 13 4 7 -7 -8 10 -10 -11 12 -13 -14 -15 16 -17 17 21 19 -21 -22 -23
leaf_value=-0.00040372037773901822 0.0035331375068110168 -0.00040883913015355274 0.0043535250114449149 -0.0039892659799109203 -0.00076163220788827608 -0.007944732851068826 0.0051062149991883748 -0.0039032358247979705 0.0066504367744323629 0.0054001527459096891 0.0030573485365069908 0.0032084969069456149 -0.00064496151713634156 0.0030368544309025453 -0.0008172547730713269 -0.001611365577527593 0.0056505147655081566 -0.0021164884404244549 0.00089736786224507269 -0.0038568430487775562 -0.0070301600413595414 0.00026709399023525972
leaf_weight=85 64 67 71 63 47 83 52 173 47 47 66 46 127 46 57 58 47 137 271 65 48 1982
leaf_count=85 64 67 71 63 47 83 52 173 47 47 66 46 127 46 57 58 47 137 271 65 48 1982
internal_value=0 0.00151076 -2.4309e-05 -0.00066596 -0.0011026 -0.00325865 0.000116355 -0.000257315 0.00293569 0.00165661 -0.000987804 -0.00240571 0.000616872 0.000168215 0.000119686 0.00166529 4.28917e-05 0.000233147 -0.000889702 -1.99096e-05 -0.00366524 0.000112602
internal_weight=0 131 3618 836 704 198 115 506 94 132 412 219 193 2782 2736 129 2607 2166 441 336 105 2119
internal_count=3749 131 3618 836 704 198 115 506 94 132 412 219 193 2782 2736 129 2607 2166 441 336 105 2119
is_linear=0
shrinkage=0.0995203


Tree=2588
num_leaves=21
num_cat=0
split_feature=17 1 5 8 8 3 3 17 3 1 3 8 17 18 5 26 18 5 4 17
split_gain=0.0768169 0.051676 0.0744817 0.0501552 0.0913605 0.251542 0.185861 0.25103 0.0655199 0.235253 0.072182 0.0633221 0.0574471 0.157245 0.111957 0.0666049 0.0464233 0.0454817 0.073239 0.0305112
threshold=-0.57205499999999987 0.42491000000000007 -0.49053999999999998 -0.087374999999999994 -0.085385000000000003 0.086285000000000014 0.087570000000000023 -0.0014149999999999998 0.084145000000000011 -0.085574999999999998 0.084735000000000019 -0.083849999999999994 -0.092649999999999996 -0.020999999999999998 -1.0000000180025095e-35 -0.081269999999999995 -0.042474999999999999 -0.46244499999999994 0.13528000000000004 -0.15313499999999999
decision_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 12 5 -5 -7 -8 9 -6 -10 -12 16 -14 15 -15 -2 -4 -19 -18
right_child=1 2 17 4 8 6 7 -9 10 -11 11 -13 13 14 -16 -17 19 18 -20 -21
leaf_value=-0.0039162893611421386 0.0036513273014310444 0.0042933542128357404 -0.0017175355342303031 0.0069008516725739171 0.0015349917509638019 -0.005210556295148292 0.0073346462400412076 -0.0025400439178373696 0.003561544733227214 -0.0059018939618266731 0.0019585509071839789 -0.00015070754139102571 -0.0050002422850921706 0.0024448426630072442 0.0038221662274269875 -0.0012806537681106457 -0.0019313312582968695 0.0046425951348628225 -0.00044609360727732516 0.0013840092767985147
leaf_weight=50 46 65 66 72 90 50 49 53 58 79 152 1942 90 52 53 538 50 46 71 61
leaf_count=50 46 65 66 72 90 50 49 53 58 79 152 1942 90 52 53 538 50 46 71 61
internal_value=0 1.07339e-05 0.0013983 -8.92075e-05 0.000135404 0.00205487 -0.000235214 0.00219566 -4.94906e-05 -0.00193658 9.83251e-05 2.00915e-06 -0.000732416 -0.00110299 -0.000556217 -0.000950917 0.000992479 0.000365531 0.00154759 -0.000102013
internal_weight=0 3683 248 3435 2545 224 152 102 2321 169 2152 2094 890 733 643 590 157 183 117 111
internal_count=3733 3683 248 3435 2545 224 152 102 2321 169 2152 2094 890 733 643 590 157 183 117 111
is_linear=0
shrinkage=0.0995203


Tree=2589
num_leaves=16
num_cat=0
split_feature=18 11 11 11 26 3 3 3 6 6 3 2 6 4 6
split_gain=0.0742779 0.0521516 0.0910071 0.0407952 0.0487382 0.0492474 0.108935 0.0806822 0.0417635 0.0828582 0.0862841 0.063302 0.0600462 0.0850371 0.0843147
threshold=0.31227500000000008 -0.11166 -0.40069499999999997 -0.085754999999999984 0.08734500000000002 0.12732500000000005 0.11926500000000002 0.11578500000000001 0.087455000000000019 0.092705000000000023 0.085545000000000024 -0.078454999999999983 -0.0048649999999999995 0.10724500000000002 -0.0087049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 8 6 7 -6 12 10 -10 -11 14 -14 -5
right_child=-2 3 -4 4 5 -7 -8 -9 9 11 -12 -13 13 -15 -16
leaf_value=-0.0011725691279161066 -0.0037366388668928227 -0.0026690330893343675 0.0045116816369166635 0.00032299799533100045 -0.00031332776441599168 -0.0027528342083017517 0.0034062449294634833 -0.0038052676939488196 0.00072979018812326763 -0.0019850087388611393 0.0061531435696002054 0.0018397204205765144 -0.0012795011472722393 0.002841320059004975 0.0042166827348930087
leaf_weight=48 53 58 66 1117 1331 85 75 69 58 81 59 91 428 56 58
leaf_count=48 53 58 66 1117 1331 85 75 69 58 81 59 91 428 56 58
internal_value=0 1.55964e-05 0.00211113 -5.11654e-05 -7.64909e-06 -0.0004224 -0.000287549 -0.000486015 0.000324072 0.00142841 0.00347164 3.37803e-05 0.000131201 -0.00080102 0.000515894
internal_weight=0 3680 114 3566 3508 1560 1475 1400 1948 289 117 172 1659 484 1175
internal_count=3733 3680 114 3566 3508 1560 1475 1400 1948 289 117 172 1659 484 1175
is_linear=0
shrinkage=0.0995203


Tree=2590
num_leaves=18
num_cat=0
split_feature=18 11 11 8 5 26 27 4 0 8 9 6 8 20 8 8 0
split_gain=0.0602298 0.0422551 0.0738256 0.0338975 0.068228 0.0771198 0.0710782 0.0864635 0.179447 0.0641233 0.338807 0.250787 0.0788249 0.259691 0.0692989 0.0743415 0.0421201
threshold=0.31227500000000008 -0.11166 -0.40069499999999997 -0.087129999999999999 -0.49053999999999998 0.086515000000000022 0.091915000000000011 0.11355500000000003 -0.092134999999999995 -0.085385000000000003 0.083955000000000016 -0.088734999999999994 -0.084554999999999991 -0.0078249999999999986 -0.083849999999999994 -0.082934999999999995 -0.06340999999999998
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 7 16 -9 10 -5 -12 13 -11 -14 -16 -6
right_child=-2 3 -4 9 6 -7 -8 8 -10 12 11 -13 14 -15 15 -17 -18
leaf_value=-0.0010558750217305086 -0.0033647678068592706 0.0042281609246966065 0.0040626780475629797 0.0080349903814767275 -0.00047871848564233482 -0.0011646778896063003 0.0025783409390284988 -0.0083963939636963036 1.2055291611851181e-05 0.0021463828350422472 0.0049341952619289427 -0.003970873664633244 0.002890694734483782 -0.0078435446413907435 -0.0027427211997195313 0.00013202098422364109 -0.0035082926362409324
leaf_weight=48 53 59 66 61 652 47 56 46 55 53 48 90 86 50 93 2121 49
leaf_count=48 53 59 66 61 652 47 56 46 55 53 48 90 86 50 93 2121 49
internal_value=0 1.40443e-05 0.00190032 -4.60277e-05 -0.000550304 0.00182927 -0.000845239 -0.00108531 -0.00380943 0.000140484 0.00185727 -0.000867526 -1.3478e-06 -0.00269515 0.000118932 1.08964e-05 -0.000691654
internal_weight=0 3680 114 3566 964 106 858 802 101 2602 199 138 2403 103 2300 2214 701
internal_count=3733 3680 114 3566 964 106 858 802 101 2602 199 138 2403 103 2300 2214 701
is_linear=0
shrinkage=0.0995203


Tree=2591
num_leaves=19
num_cat=0
split_feature=17 1 9 0 1 1 2 0 1 2 26 5 26 17 26 5 2 9
split_gain=0.0585859 0.0376777 0.0737709 0.0800498 0.119344 0.0425075 0.101014 0.0783318 0.0436535 0.0532148 0.0355047 0.0943452 0.119003 0.0758544 0.0696411 0.078143 0.0335265 0.0326904
threshold=-0.57205499999999987 0.42491000000000007 0.11351500000000002 -0.072694999999999996 0.55657000000000012 0.26753500000000008 -0.083665000000000003 -0.13752999999999999 0.15756500000000004 -0.080484999999999987 0.097125000000000031 0.054660000000000007 0.11127500000000003 -0.040589999999999994 0.095150000000000026 0.057175000000000011 0.10449500000000002 -0.073629999999999987
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 8 -7 -8 10 -10 14 13 -13 -12 16 -16 -2 -5
right_child=1 2 -4 17 -6 6 7 -9 9 -11 11 12 -14 -15 15 -17 -18 -19
leaf_value=-0.0034141289062181519 0.00010261131455011445 0.0073957177106491164 -0.0023885051881541238 -0.001818437232967985 0.00046250567090670215 0.0023977994289048452 -0.0011088573189756978 -0.006046588418425306 -0.00051516559892478579 0.0037384956595925369 -0.0025026385865680005 -0.0066051687093856342 -0.00072958239876675507 0.00068333838335295661 -0.0002808964672058718 0.0051987983375642267 -0.0012704883472776929 0.0017350581961154236
leaf_weight=50 2260 51 46 48 48 48 89 50 51 67 95 55 91 335 48 55 191 55
leaf_count=50 2260 51 46 48 48 48 89 50 51 67 95 55 91 335 48 55 191 55
internal_value=0 1.53844e-05 0.00120022 0.0020215 0.00404243 -6.99198e-05 -0.001529 -0.00289091 1.38332e-05 0.00189311 -5.67534e-05 -0.000762722 -0.0029486 -1.86367e-05 0.000102142 0.00263721 -4.05677e-06 7.11124e-05
internal_weight=0 3683 248 202 99 3435 187 139 3248 118 3130 576 146 430 2554 103 2451 103
internal_count=3733 3683 248 202 99 3435 187 139 3248 118 3130 576 146 430 2554 103 2451 103
is_linear=0
shrinkage=0.0995203


Tree=2592
num_leaves=21
num_cat=0
split_feature=20 10 7 3 4 8 3 3 3 3 3 17 8 3 3 3 21 9 2 7
split_gain=0.0291062 0.0262611 0.0429616 0.0939374 0.123309 0.0333979 0.0667779 0.102652 0.0427326 0.0924757 0.0807879 0.05514 0.0666779 0.0438087 0.0566026 0.0403417 0.116311 0.0320206 0.0113466 0.00971157
threshold=-0.23803499999999997 1.0000000180025095e-35 0.056805000000000015 0.10377500000000002 0.10606500000000003 0.0033350000000000007 0.10749000000000002 0.13547000000000003 0.11492500000000001 0.11741000000000003 0.11252000000000002 0.14342500000000005 -0.48834 0.10960500000000002 0.10377500000000002 0.099145000000000025 0.089505000000000015 0.09310000000000003 -0.063234999999999986 0.085015000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 5 3 -3 -5 8 15 -8 10 -10 13 12 -11 14 -2 16 17 -7 -1 -4
right_child=1 2 19 4 -6 6 7 -9 9 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00070105697561015129 2.8214079550429767e-06 -0.0044875990934943391 0.0018990283740782342 0.0035795974097438134 -0.0028881355447833343 0.0017201481825484517 -0.0032134025940040835 0.0021376558247800832 0.0040791179834085926 -0.0034984516115156672 -0.0033345193903599208 0.00345656251300957 0.00040175461119709168 0.0024489340998001116 -0.0018757473229462072 0.0047335278103400437 -0.0025135928886363015 0.0052942029852158391 0.002928475722541382 -0.00013059658013090661
leaf_weight=47 2225 75 46 53 65 56 73 69 75 51 77 47 291 67 171 48 50 46 46 46
leaf_count=47 2225 75 46 53 65 56 73 69 75 51 77 47 291 67 171 48 50 46 46 46
internal_value=0 2.82137e-05 -0.000888534 -0.00173358 9.92592e-06 0.000106544 0.00103839 -0.000607476 1.81753e-07 0.000878665 -0.000159975 0.000259506 -0.000177462 -6.03976e-05 -0.000130908 0.00221105 0.00140909 0.00334 0.00181159 0.000875318
internal_weight=0 3631 285 193 118 3346 342 142 3004 464 2540 389 342 2463 2396 200 152 102 93 92
internal_count=3724 3631 285 193 118 3346 342 142 3004 464 2540 389 342 2463 2396 200 152 102 93 92
is_linear=0
shrinkage=0.0995203


Tree=2593
num_leaves=21
num_cat=0
split_feature=6 1 3 17 1 1 6 1 1 8 9 20 20 27 6 8 20 20 1 7
split_gain=0.0271901 0.0634423 0.0513849 0.0271286 0.0859601 0.131827 0.120664 0.0837287 0.100975 0.256108 0.0552101 0.0515607 0.140614 0.0999781 0.0722079 0.0745949 0.0678139 0.0490237 0.0476035 0.0827607
threshold=0.12638500000000005 -0.063809999999999992 0.10850000000000003 0.048755000000000014 -0.082635 -0.080085000000000003 0.086100000000000024 -0.077429999999999985 -0.0064949999999999999 -0.084979999999999986 -1.0000000180025095e-35 -0.08323499999999999 -0.084474999999999995 0.081615000000000021 -0.091244999999999993 0.0017700000000000003 -0.08231999999999999 -0.081424999999999984 0.51334500000000016 0.07988000000000002
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 11 6 -6 -5 -7 9 -9 -10 12 13 14 -1 -16 -13 -18 19 -19
right_child=1 2 -4 4 5 7 -8 8 10 -11 -12 16 -14 -15 15 -17 17 18 -20 -21
leaf_value=0.0045209388252159298 -0.0017670654803923511 0.0048123819061048805 0.00062681361762677334 -0.00048073721106008896 -0.0059611031921647066 0.0028912629315592923 0.0056348111955673791 -0.008770854617279205 -0.0023817268777101327 -0.00088741879693756971 0.00089704290407097978 -0.0035655474946206093 0.0061607118710071225 -0.0037015861402097255 -0.00069185647614039938 0.0033928265218951615 0.0030897346019887655 1.7369059098111658e-05 0.002480675678429251 -0.0037308469510826036
leaf_weight=53 47 54 64 85 48 63 51 50 63 224 263 52 50 48 161 61 52 2101 74 60
leaf_count=53 47 54 64 85 48 63 51 50 63 224 263 52 50 48 161 61 52 2101 74 60
internal_value=0 0.00131474 0.00254918 7.66272e-06 -0.000483755 -0.000923001 0.00180658 -0.000557016 -0.00092045 -0.00232899 0.000260904 0.000161442 0.0012481 0.000485104 0.00121885 0.000426824 -1.14979e-05 6.89534e-05 -9.62519e-07 -8.63211e-05
internal_weight=0 165 118 3559 847 711 136 663 600 274 326 2712 373 323 275 222 2339 2287 2235 2161
internal_count=3724 165 118 3559 847 711 136 663 600 274 326 2712 373 323 275 222 2339 2287 2235 2161
is_linear=0
shrinkage=0.0995203


Tree=2594
num_leaves=17
num_cat=0
split_feature=30 20 2 18 3 0 26 26 3 3 7 6 6 5 26 20
split_gain=0.0246095 0.0339626 0.0441167 0.0424077 0.0560365 0.127185 0.0540231 0.0643988 0.0746268 0.0510019 0.048174 0.0318926 0.040383 0.151213 0.0370484 0.0146617
threshold=-0.020805000000000001 -0.15398499999999998 -0.018864999999999996 -0.10303999999999999 0.098225000000000021 -0.083995 0.095950000000000021 0.086835000000000009 0.11492500000000001 0.089605000000000018 0.083320000000000019 0.12638500000000005 0.10538000000000002 -0.039649999999999998 0.41171000000000008 -0.23803499999999997
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 -3 7 8 -6 -7 11 12 14 -14 -5 -2
right_child=1 3 -4 10 6 9 -8 -9 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=0.0023471053557273715 0.0013142602071216749 -0.00082126450515771865 0.0039023483234064951 -0.00010798265700269885 -0.0025425317027331323 0.0025308661257080847 -0.0026784878383105939 0.0037038261392382953 0.0022845495672099399 0.0069059083654956378 -0.0028032056302481007 0.0021662381585117224 -0.00625016586600864 0.00015108393071270481 0.0024777103948058197 -0.001018489913470204
leaf_weight=46 63 81 50 2718 73 64 61 52 56 46 67 60 50 135 56 46
leaf_count=46 63 81 50 2718 73 64 61 52 56 46 67 60 50 135 56 46
internal_value=0 3.04113e-05 0.00145324 -3.36442e-05 0.000888375 0.00216296 -0.000114216 0.000745464 -0.000440709 0.00436787 -0.000163279 -0.000104421 -0.00015074 -0.00157456 -5.54889e-05 0.000322287
internal_weight=0 3678 159 3519 433 191 242 181 129 110 3086 3019 2959 185 2774 109
internal_count=3724 3678 159 3519 433 191 242 181 129 110 3086 3019 2959 185 2774 109
is_linear=0
shrinkage=0.0995203


Tree=2595
num_leaves=11
num_cat=0
split_feature=26 26 8 21 21 17 26 26 19 5
split_gain=0.0204198 0.0252694 0.0630661 0.0194582 0.032646 0.0532134 0.0364924 0.0366821 0.0284884 0.00509902
threshold=0.41171000000000008 0.11991000000000003 -0.060034999999999998 0.15544000000000005 0.12208500000000003 -0.059294999999999994 0.11746500000000003 0.11377500000000003 0.13612500000000002 -0.072535000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 6 -6 7 8 -1 -3
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=8.193516402567967e-05 0.0016364699344609802 -1.3960184263839447e-05 -0.0029832774650116905 0.0017856550418173338 0.00032205193867040124 -0.00339543393370801 0.0027555695381000075 -0.0023053872699996293 0.0025261174729051495 0.0014358074206569263
leaf_weight=3080 79 48 91 65 83 70 51 63 48 46
leaf_count=3080 79 48 91 65 83 70 51 63 48 46
internal_value=0 1.88597e-05 -0.00111406 7.96715e-05 4.67679e-05 -0.00137341 0.000114043 7.15683e-05 0.000119704 0.000686792
internal_weight=0 3645 185 3460 3395 153 3242 3191 3128 94
internal_count=3724 3645 185 3460 3395 153 3242 3191 3128 94
is_linear=0
shrinkage=0.0995203


Tree=2596
num_leaves=19
num_cat=0
split_feature=4 4 5 4 1 8 5 29 9 4 18 4 4 11 19 18 18 5
split_gain=0.056928 0.107229 0.0733502 0.131174 0.0670182 0.0642298 0.0616088 0.124464 0.0480443 0.0457889 0.0414459 0.0324105 0.0462585 0.031974 0.0279185 0.0307145 0.0767638 0.038124
threshold=0.088720000000000021 0.086380000000000026 -0.0050400000000000002 0.096000000000000016 -0.029404999999999997 0.093085000000000015 0.25642500000000007 -0.036879999999999996 0.095415000000000014 0.10404000000000002 0.10085500000000001 0.083685000000000023 0.079660000000000022 -0.15511999999999998 -0.10411999999999999 -0.16980499999999998 -0.11166 0.5124350000000002
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 -2 6 9 7 -4 -8 -5 13 12 14 -11 -1 17 -17 -16
right_child=2 -3 4 5 -6 -7 8 -9 -10 10 -12 -13 -14 -15 15 16 -18 -19
leaf_value=0.0021287669261447709 0.0059035657917634512 -0.0047012280121098999 -0.001637521610998869 -0.0019804992610720253 -0.0039881076573028496 0.0043266170953723416 -0.0028782346905611559 0.0045262331188503915 0.0010940294895864335 0.0027025096881911248 0.0033869092002172625 0.0019727385867954589 -0.0028617906760162637 0.00014420348804702077 -0.002972869025067321 0.0031086161485249764 -0.00014606658102124883 4.3151526560249695e-05
leaf_weight=55 57 51 61 62 47 49 83 69 47 57 58 73 61 326 82 74 2377 83
leaf_count=55 57 51 61 62 47 49 83 69 47 57 58 73 61 326 82 74 2377 83
internal_value=0 -0.000178494 0.000723094 0.00135578 -0.000529296 0.000884683 9.28023e-05 0.00162771 -0.00143581 0.000547757 0.00090506 -9.59701e-05 -0.000151546 0.000527081 -8.93436e-05 -0.000136291 -4.74679e-05 -0.00145076
internal_weight=0 2856 916 609 307 552 260 130 130 503 441 2805 2732 383 2671 2616 2451 165
internal_count=3772 2856 916 609 307 552 260 130 130 503 441 2805 2732 383 2671 2616 2451 165
is_linear=0
shrinkage=0.0995203


Tree=2597
num_leaves=20
num_cat=0
split_feature=6 2 29 29 17 17 17 29 2 8 1 5 20 5 20 8 1 5 23
split_gain=0.0558069 0.0432679 0.0316243 0.0839594 0.0341171 0.106812 0.073586 0.052768 0.0734397 0.0456295 0.0372175 0.0734886 0.319982 0.0825081 0.0612421 0.0862442 0.0314499 0.0360759 0.0485242
threshold=-0.23827499999999999 -0.079844999999999985 -0.081594999999999987 -0.08570499999999999 -0.011174999999999999 -0.014289999999999999 -0.0090649999999999984 0.075910000000000019 0.17898500000000003 0.093085000000000015 -0.0068249999999999995 -0.015214999999999999 -0.0094199999999999996 -0.011514999999999999 -0.083495 -0.081864999999999993 0.49737500000000007 -0.49053999999999998 -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 -1 3 -2 5 10 -6 8 9 -8 11 12 -4 -13 -12 -16 -3 -18 -19
right_child=2 16 4 -5 6 -7 7 -9 -10 -11 14 13 -14 -15 15 -17 17 18 -20
leaf_value=0.004162318425439562 0.00076690960488237354 0.0029045534091524561 0.0075824312336373141 -0.0040887032712348618 0.0038008142256617953 -0.0041837775430424674 4.4028774473118604e-05 -0.0030578965371167743 0.0041656445317091503 0.0027433363811243065 -0.0036848732859103986 -0.0038774507932306116 -0.00050308476127291905 -4.1558738386602611e-05 0.0019613425093682633 -0.0014598134260258779 0.0023984644898636877 0.0012414007383348181 -0.0025005462400736933
leaf_weight=46 74 56 66 67 58 68 1373 48 47 65 69 59 182 955 104 244 54 68 69
leaf_count=46 74 56 66 67 58 68 1373 48 47 65 69 59 182 955 104 244 54 68 69
internal_value=0 0.00135547 -7.45953e-05 -0.00153456 -1.26798e-05 -0.000316544 0.000320465 0.000188254 0.000293731 0.000166611 -0.000159433 0.000109323 0.00164541 -0.000265559 -0.000974751 -0.000435047 0.000829427 0.000216726 -0.000637254
internal_weight=0 293 3479 141 3338 1747 1591 1533 1485 1438 1679 1262 248 1014 417 348 247 191 137
internal_count=3772 293 3479 141 3338 1747 1591 1533 1485 1438 1679 1262 248 1014 417 348 247 191 137
is_linear=0
shrinkage=0.0995203


Tree=2598
num_leaves=12
num_cat=0
split_feature=6 2 5 5 23 10 19 21 18 26 5
split_gain=0.0452915 0.0350565 0.0303197 0.04245 0.0418357 0.0261111 0.0264935 0.0330509 0.0318659 0.0340438 0.0409576
threshold=-0.23827499999999999 -0.079844999999999985 -0.41397 -0.49053999999999998 -1.0000000180025095e-35 0.090005000000000016 -0.10411999999999999 -0.13730999999999999 -0.45171999999999995 -0.2382 0.51659500000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -2 -8 -9 -10 -11
right_child=5 2 -4 4 -6 -7 7 8 9 10 -12
leaf_value=0.0037480839030991351 0.0019602572319958756 0.0019713292136266333 0.0024834337508417535 0.00074303184953354888 -0.0031835206811823111 -0.0020432857132777465 0.002496839831777647 -0.002527507224507829 -0.0022869022636443676 -7.8423013829405873e-05 0.0021616656039594069
leaf_weight=46 65 69 71 54 53 65 49 53 67 3097 83
leaf_count=46 65 69 71 54 53 65 49 53 67 3097 83
internal_value=0 0.00122113 0.000747212 4.21524e-05 -0.00119425 -6.71716e-05 -2.9308e-05 -6.81675e-05 -0.000106502 -6.67325e-05 -1.96978e-05
internal_weight=0 293 247 176 107 3479 3414 3349 3300 3247 3180
internal_count=3772 293 247 176 107 3479 3414 3349 3300 3247 3180
is_linear=0
shrinkage=0.0995203


Tree=2599
num_leaves=9
num_cat=0
split_feature=2 6 35 29 3 27 3 4
split_gain=0.0417962 0.0420273 0.0306873 0.0302812 0.0507367 0.0487926 0.0427032 0.0348529
threshold=0.50951500000000005 -0.47511999999999999 -0.081529999999999991 -0.080349999999999991 0.10684000000000003 -0.090764999999999998 -1.0000000180025095e-35 0.13924500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 -7 -8
right_child=-2 2 3 5 -6 6 7 -9
leaf_value=0.0021377127338085252 0.0027281069385087825 -0.0022585757670383292 -0.0030046527713503668 0.0029223807897376546 0.00073055014014742942 0.0024007170356025861 -2.2457753055796596e-05 -0.0024842171901319661
leaf_weight=88 56 62 85 57 62 71 3233 58
leaf_count=88 56 62 85 57 62 71 3233 58
internal_value=0 -1.09956e-05 -6.33399e-05 -2.4943e-05 -0.00142369 3.49569e-05 -1.37536e-05 -6.60921e-05
internal_weight=0 3716 3628 3566 147 3419 3362 3291
internal_count=3772 3716 3628 3566 147 3419 3362 3291
is_linear=0
shrinkage=0.0995203


Tree=2600
num_leaves=30
num_cat=0
split_feature=21 5 2 21 1 4 4 4 4 5 6 18 18 18 3 8 9 9 6 8 17 17 1 6 5 3 2 3 26
split_gain=0.0437806 0.0442054 0.052709 0.0521981 0.0999833 0.0919841 0.0939219 0.0721956 0.104303 0.0623936 0.0607615 0.0499487 0.0835321 0.0631547 0.186172 0.20152 0.0626878 0.0948306 0.0790477 0.0772819 0.0797198 0.0693467 0.0540701 0.120681 0.187573 0.0969513 0.21388 0.167514 0.0522355
threshold=0.15544000000000005 -0.14653999999999998 0.41061500000000012 0.086155000000000023 0.066150000000000028 0.10724500000000002 0.11670500000000002 0.093220000000000011 0.076855000000000021 -0.5087799999999999 -0.45687499999999998 -0.050324999999999995 -0.064960000000000004 -0.020999999999999998 0.08895500000000002 -0.082184999999999994 0.097680000000000031 0.10227500000000002 -0.040424999999999996 -0.08595499999999999 0.40441500000000008 -0.015464999999999998 -0.082344999999999988 0.088915000000000022 -0.0060949999999999997 0.084955000000000017 -0.081445000000000004 0.08622500000000001 0.08919500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -7 8 -1 -6 -8 12 16 14 -13 -16 19 -18 -19 21 -21 -3 23 28 -25 26 -24 -27 -15
right_child=-2 11 -4 4 9 6 10 -9 -10 -11 -12 13 -14 22 15 -17 17 18 -20 20 -22 -23 25 24 -26 27 -28 -29 -30
leaf_value=0.0017112781897976161 0.0024705392419005386 -0.00014940029045730523 0.0020570297048843229 -0.0062274639917085043 -0.0031731754563876727 -0.0053492513537116886 0.0012038620358544925 0.0045095607482612361 -0.0038387972112231216 0.0011663489140167891 -0.0025350253693663164 0.0074711736631486413 -0.0038472311298809758 -0.00031328398684725591 -0.0043978481270434654 0.0035747753198341996 0.0050865137216167793 -0.0028410389324210928 0.0028431739237101245 -0.001027510518901497 0.0026238488420686325 0.0042959449053107147 0.0075691579891761342 -0.0075373201706883377 0.00059728953506552626 -0.004236127176029089 -0.0010951479673852514 0.00078249235729686048 0.0024022707798357942
leaf_weight=117 75 80 63 49 64 55 88 48 47 67 84 50 62 305 53 77 55 50 47 777 64 61 60 55 57 71 53 907 91
leaf_count=117 75 80 63 49 64 55 88 48 47 67 84 50 62 305 53 77 55 50 47 777 64 61 60 55 57 71 53 907 91
internal_value=0 4.11135e-05 -0.000681274 -0.000961293 -0.00238935 -0.00037389 -0.00176745 0.00111441 0.000115716 -0.000947475 -0.000617347 0.000206991 -0.000289902 0.000541507 0.00230961 0.000318101 -9.46874e-05 0.0017851 -7.83932e-05 -0.000386487 -0.000748669 0.00176796 0.000341958 -0.000505184 -0.00339008 0.000737162 0.00349813 0.000417318 0.000308678
internal_weight=0 3657 682 619 180 439 227 212 164 131 172 2975 1196 1779 180 130 1134 152 97 982 841 141 1599 508 112 1091 113 978 396
internal_count=3732 3657 682 619 180 439 227 212 164 131 172 2975 1196 1779 180 130 1134 152 97 982 841 141 1599 508 112 1091 113 978 396
is_linear=0
shrinkage=0.0995203


Tree=2601
num_leaves=21
num_cat=0
split_feature=19 21 1 1 1 5 0 5 26 1 5 0 1 5 18 5 5 27 1 9
split_gain=0.0383427 0.049974 0.0324904 0.0576281 0.0569939 0.0496271 0.11142 0.123751 0.0837395 0.0731484 0.0850088 0.14011 0.0786699 0.0630665 0.165884 0.122602 0.0454809 0.0692762 0.0618322 0.000752579
threshold=-0.10411999999999999 0.15544000000000005 0.063010000000000024 0.073820000000000011 0.10055500000000002 0.054660000000000007 -0.089965000000000003 0.065520000000000023 0.11624000000000002 -0.018369999999999997 -0.0065700000000000003 -0.087184999999999999 0.05309500000000001 -0.01554 -0.082304999999999989 -0.011764999999999999 -0.42170999999999997 0.091025000000000009 0.50230500000000011 0.093535000000000021
decision_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 -5 9 -7 19 -9 13 12 -12 -11 14 -2 -15 17 -6 -18 -8
right_child=1 -3 3 4 16 6 7 8 -10 10 11 -13 -14 15 -16 -17 18 -19 -20 -21
leaf_value=0.0024773719901632798 -0.0053584492309447567 0.0025985731472805635 -0.0037470473502699882 0.0026715817172530583 0.00055149197594109702 0.0035561301303251064 -0.0039072156971525921 -3.5779085685037412e-05 -0.0042136787246098107 -0.00016501642819161881 -0.0054317710557953286 0.00080763012713118659 0.0040473226802429383 0.0051478096591923107 0.00064405947641978784 0.0010269596225009354 -0.0034094117605549083 -0.0024542772828987022 0.00089675565626413066 -0.004701467023047236
leaf_weight=65 49 74 54 56 337 60 46 556 52 666 77 66 47 84 655 488 109 98 47 46
leaf_count=65 49 74 54 56 337 60 46 556 52 666 77 66 47 84 655 488 109 98 47 46
internal_value=0 3.85084e-05 -1.39899e-05 -0.000622052 -0.000359968 0.000133117 -0.000556939 -0.000910658 -0.000394446 0.000379487 -0.000331543 -0.00254632 0.000111507 0.000857121 0.000225108 0.00163355 -0.000648606 -0.000123788 -0.00210679 -0.00431324
internal_weight=0 3667 3593 701 647 2892 760 700 608 2132 856 143 713 1276 704 572 591 435 156 92
internal_count=3732 3667 3593 701 647 2892 760 700 608 2132 856 143 713 1276 704 572 591 435 156 92
is_linear=0
shrinkage=0.0995203


Tree=2602
num_leaves=11
num_cat=0
split_feature=19 21 35 11 0 0 0 9 9 26
split_gain=0.0310902 0.0405227 0.0294175 0.0525816 0.037488 0.116064 0.0680893 0.0285131 0.0916683 0.0449954
threshold=-0.10411999999999999 0.15544000000000005 0.004000000000000001 -0.23394000000000001 0.0083400000000000019 0.048265000000000009 0.11291000000000002 0.084565000000000015 0.083875000000000019 0.088015000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -7 8 -5 -9
right_child=1 -3 -4 4 5 6 -8 9 -10 -11
leaf_value=0.0022308236961577918 0.0029659265800488109 0.0023399628003047336 -0.0025132948078071958 6.7826234724145378e-05 -0.0046389014276814813 0.0021164014957162098 -0.0013008335222534312 -0.00071060928710541438 0.0024925490287421572 0.00023291506930224224
leaf_weight=65 59 74 46 891 70 91 158 829 187 1262
leaf_count=65 59 74 46 891 70 91 158 829 187 1262
internal_value=0 3.46538e-05 -1.25977e-05 1.96024e-05 -3.00004e-05 -0.0010585 -4.86767e-05 7.3273e-05 0.000489201 -0.000140764
internal_weight=0 3667 3593 3547 3488 319 249 3169 1078 2091
internal_count=3732 3667 3593 3547 3488 319 249 3169 1078 2091
is_linear=0
shrinkage=0.0995203


Tree=2603
num_leaves=16
num_cat=0
split_feature=20 29 11 27 8 0 0 5 9 20 0 25 18 18 3
split_gain=0.0343405 0.0313513 0.072512 0.0464647 0.0383176 0.0359872 0.0624157 0.130945 0.12449 0.10359 0.0803356 0.0652808 0.0591168 0.0675235 0.0937861
threshold=-0.240845 -0.084014999999999992 -0.086319999999999994 -0.090764999999999998 -0.074844999999999981 -0.050054999999999995 -0.071799999999999989 -0.063819999999999988 0.09235500000000002 -0.079725000000000004 -0.07298499999999998 1.0000000180025095e-35 -0.14734 -0.092414999999999983 0.098755000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 6 10 8 -8 -9 11 -5 -7 -14 -15
right_child=1 3 4 5 -6 12 7 9 -10 -11 -12 -13 13 14 -16
leaf_value=0.0020316190110034548 0.0019189932749709565 0.0029243761442534601 -0.0011139633892857806 -1.1431171164624869e-05 -0.0049314777692054624 0.0020951504048533267 0.00015255403989691569 0.0039823200064239977 0.0064716618424275401 -0.00094604709108068227 -0.0040053841911096627 0.0034862178442986789 -0.0040164841477039548 0.0014861703676165164 -0.0018951118822750498
leaf_weight=86 46 56 60 2466 47 62 52 53 77 208 49 54 70 130 216
leaf_count=86 46 56 60 2466 47 62 52 53 77 208 49 54 70 130 216
internal_value=0 1.92989e-05 -0.0013748 8.05972e-05 -0.00279847 3.40245e-05 0.000163683 0.00133681 0.00393077 5.15965e-05 -1.40901e-05 6.31937e-05 -0.0007669 -0.00119542 -0.000622322
internal_weight=0 3646 153 3493 107 3437 2959 390 129 261 2569 2520 478 416 346
internal_count=3732 3646 153 3493 107 3437 2959 390 129 261 2569 2520 478 416 346
is_linear=0
shrinkage=0.0995203


Tree=2604
num_leaves=23
num_cat=0
split_feature=1 3 21 19 19 18 9 6 9 18 1 2 18 18 2 1 6 27 26 9 3 1
split_gain=0.0417786 0.0821886 0.0436182 0.0424148 0.0476032 0.0459037 0.0813239 0.0934181 0.0713288 0.0306457 0.0904587 0.0664406 0.440772 0.257955 0.097685 0.0753087 0.0722611 0.0307719 0.0690347 0.0304654 0.0612631 0.0338098
threshold=-0.098224999999999993 0.11404500000000002 0.09360000000000003 0.088100000000000012 0.072660000000000016 -0.10082999999999999 0.09518500000000002 0.031195000000000007 0.088825000000000029 0.084900000000000017 -0.082039999999999988 -0.080874999999999989 0.089505000000000015 0.090540000000000023 -0.082904999999999993 0.0099250000000000015 -0.092434999999999989 -0.032854999999999995 0.31428500000000009 -0.25326499999999996 0.15537500000000004 -0.092954999999999996
decision_type=2 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 8 7 -7 -1 17 -11 12 -12 -13 -14 16 -15 -2 19 -19 21 -21
right_child=9 2 -4 -5 -6 6 -8 -9 -10 10 11 13 14 15 -16 -17 -18 18 -20 20 -22 -23
leaf_value=0.00085070404072573125 0.0017081477432711605 -0.0039919895170658576 0.00023686923360836259 0.0038696155984585209 -0.0017676774863829572 0.0037646300538559403 -0.002597783485233182 -0.0010108689330170643 0.0056413704105631388 0.0041780568990080896 -0.0096103822103356298 0.0062384869071581885 -0.0015926286381536564 0.0038957925020152106 0.0036036933668480795 -0.0032038006942469903 -0.00016480904414435091 -0.0025633065705860138 -0.0039382542746157403 -0.002639536943197403 0.0033421773198163487 -0.00022250918478905382
leaf_weight=71 74 47 49 59 53 94 59 71 55 59 49 72 64 50 81 69 327 56 52 59 47 2117
leaf_count=71 74 47 49 59 53 94 59 71 55 59 49 72 64 50 81 69 327 56 52 59 47 2117
internal_value=0 0.000820992 -0.00182498 0.00137258 0.00100497 0.00142717 0.000567844 0.00170476 0.00294837 -0.000112682 0.000432886 0.000121392 -0.00144813 0.000710787 0.0013045 -0.000179742 0.000371561 -0.000287922 -0.000351641 -0.000269445 -0.000211292 -0.000288421
internal_weight=0 558 96 462 403 350 224 165 126 3176 771 712 194 518 145 446 377 2405 2331 2279 2223 2176
internal_count=3734 558 96 462 403 350 224 165 126 3176 771 712 194 518 145 446 377 2405 2331 2279 2223 2176
is_linear=0
shrinkage=0.0995203


Tree=2605
num_leaves=19
num_cat=0
split_feature=1 4 8 27 18 9 9 8 9 18 7 2 27 8 8 8 18 5
split_gain=0.0338792 0.0574828 0.0427903 0.0327027 0.0657473 0.112895 0.0671845 0.0548516 0.046691 0.0254351 0.0268808 0.0406586 0.0346381 0.0269313 0.0960519 0.090586 0.0628565 0.058595
threshold=-0.098224999999999993 0.10606500000000003 -0.01187 0.078330000000000025 -0.10082999999999999 0.088825000000000029 0.08758500000000001 -1.0000000180025095e-35 0.095415000000000014 -0.46510999999999997 0.086645000000000028 -0.14264999999999997 0.076710000000000014 -0.077074999999999991 -0.078054999999999999 -0.075449999999999989 0.083830000000000029 -0.011514999999999999
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 -1 7 -6 -8 -2 11 12 -11 14 16 -15 -13 -17
right_child=9 2 -4 -5 6 -7 8 -9 -10 10 -12 13 -14 15 -16 17 -18 -19
leaf_value=0.00039873985338067386 -0.0020502905633230342 0.00060739778662276646 -0.0030153046820456629 0.0033007313285997593 0.0039733443954652866 0.006690007798718655 -0.0039213017982151262 -0.00013992335786892814 0.00024488701604741703 -0.0040046479819663711 0.0020248993276985165 -0.00047671938182130609 -0.00027899675388705581 0.004135006234646319 -0.0043364894017320433 -0.00039109516455686731 0.00095373322081275839 0.0011217717141104534
leaf_weight=74 65 68 61 68 52 46 55 83 51 48 60 1322 52 59 56 731 395 388
leaf_count=74 65 68 61 68 52 46 55 83 51 48 60 1322 52 59 56 731 395 388
internal_value=0 0.000739286 -0.00109932 0.00129406 0.000913806 0.00281722 -3.05538e-05 0.00143838 -0.00190909 -0.000101494 -6.05132e-05 -0.000101793 -0.0020755 -3.46326e-05 -0.000279945 0.00033389 -0.000147164 0.000132742
internal_weight=0 558 129 429 361 120 241 135 106 3176 3111 3051 100 2951 1773 1178 1717 1119
internal_count=3734 558 129 429 361 120 241 135 106 3176 3111 3051 100 2951 1773 1178 1717 1119
is_linear=0
shrinkage=0.0995203


Tree=2606
num_leaves=14
num_cat=0
split_feature=17 21 20 17 21 38 29 6 4 9 7 5 2
split_gain=0.0235927 0.0218977 0.0868544 0.0310755 0.0286643 0.0253677 0.0420684 0.0315668 0.0596042 0.0994157 0.0554325 0.0370118 0.0205094
threshold=-0.57205499999999987 -0.083784999999999984 -0.012970000000000001 -0.0092949999999999994 -0.079684999999999992 -0.051829999999999994 -0.082239999999999994 -0.25061999999999995 0.14039500000000002 -0.063329999999999984 -0.073114999999999999 -0.041054999999999994 -0.083665000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 -6 8 9 -7 -9 -12 -5
right_child=1 4 -4 12 5 7 -8 10 -10 -11 11 -13 -14
leaf_value=0.0021266149445621709 0.001526526160369182 -0.0025111692040696901 0.0040112242983624024 -4.9300316449401452e-05 -0.00033093609728708902 0.0030220638739500219 0.0035108692734304062 0.003316502494533097 -0.0036362697884025001 -0.0021957423121710508 0.00037824728541889415 -0.00033544710765631876 -0.0029124970466493194
leaf_weight=52 58 47 65 55 61 60 52 49 70 91 1177 1851 46
leaf_count=52 58 47 65 55 61 60 52 49 70 91 1177 1851 46
internal_value=0 -7.95749e-06 0.000945371 -0.000302817 -6.99483e-05 -3.60708e-05 0.00142973 -8.65421e-05 -0.00123542 -0.00011702 -3.76e-06 -5.77599e-05 -0.00136144
internal_weight=0 3682 224 159 3458 3411 113 3298 221 151 3077 3028 101
internal_count=3734 3682 224 159 3458 3411 113 3298 221 151 3077 3028 101
is_linear=0
shrinkage=0.0995203


Tree=2607
num_leaves=27
num_cat=0
split_feature=1 3 26 21 2 2 0 1 9 1 17 9 2 1 9 3 3 4 1 3 4 3 20 5 29 5
split_gain=0.0270171 0.0998704 0.0666584 0.0576702 0.0524371 0.0816298 0.0593451 0.101488 0.0218515 0.0830409 0.254642 0.0756256 0.15366 0.0497515 0.0493231 0.0491827 0.0987633 0.068004 0.0617685 0.0431198 0.065918 0.0520724 0.0368371 0.109648 0.0692403 0.033384
threshold=-0.11064999999999998 0.11404500000000002 0.089880000000000029 0.095375000000000029 0.096520000000000022 -0.01504 -0.072529999999999997 -0.49837999999999999 0.083760000000000015 -0.046044999999999996 -0.012064999999999999 0.084115000000000009 -0.086254999999999984 -0.095674999999999996 0.084565000000000015 0.088055000000000022 0.091865000000000016 0.08024000000000002 0.015980000000000005 0.084550000000000028 0.096370000000000025 0.084895000000000012 -0.053499999999999999 -0.11065499999999999 -0.0094649999999999995 -0.015824999999999995
decision_type=2 2 2 2 2 2 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 5 6 -1 -8 9 10 -2 12 -10 -13 25 17 -17 -11 -19 20 -16 -21 24 -24 -18 -15
right_child=8 3 -4 -5 -6 -7 7 -9 11 15 -12 13 -14 14 19 16 22 18 -20 21 -22 -23 23 -25 -26 -27
leaf_value=-0.0017307381365653802 -0.0011312815636045645 -0.0047650113361689126 0.004098658081006872 0.00015024585151809938 0.0028442231616374746 -0.0036495545708520815 -0.00042143232493998037 0.0046956826812929627 0.0012682720314796077 -0.0036544740275573045 0.0079499438509002453 -0.003167351788695507 -0.0064689216364265016 0.0040079963382545448 -0.0044797339109042969 0.0046612695172915638 -0.0018076757157052738 -0.0023942675784893357 0.001943158150698885 0.0029664448164623707 0.00029490373208105155 -0.00013900388946317782 0.00049240252172074069 -0.0039187823586656996 0.0022939422662590246 0.00049781132964131915
leaf_weight=61 72 46 72 48 90 48 83 71 47 79 53 52 55 47 56 50 58 58 74 55 58 1922 202 77 136 64
leaf_count=61 72 46 72 48 90 48 83 71 47 79 53 52 55 47 56 50 58 58 74 55 58 1922 202 77 136 64
internal_value=0 0.000685833 0.0013363 -0.00224639 0.000770549 5.78137e-05 0.000889313 0.00193244 -8.79477e-05 0.000341342 0.00271261 -0.000244815 -0.00289572 -0.00012449 -5.22615e-05 -6.13695e-05 0.000454902 -0.00134492 3.11177e-05 -0.000161144 -0.00204335 -5.21964e-05 8.52274e-06 -0.000722088 0.00106347 0.00199148
internal_weight=0 519 425 94 353 263 215 154 3215 859 125 2356 102 2254 2202 734 523 211 132 2091 114 1977 473 279 194 111
internal_count=3734 519 425 94 353 263 215 154 3215 859 125 2356 102 2254 2202 734 523 211 132 2091 114 1977 473 279 194 111
is_linear=0
shrinkage=0.0995203


Tree=2608
num_leaves=10
num_cat=0
split_feature=6 35 1 4 23 0 3 9 8
split_gain=0.0255773 0.0226598 0.0401794 0.0628863 0.0341718 0.0325493 0.0323154 0.108175 0.048079
threshold=0.23663500000000004 0.004000000000000001 0.51334500000000016 0.13604000000000002 -0.063684999999999992 0.16362500000000005 0.084550000000000028 0.083425000000000013 -0.0077949999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -6 -8
right_child=-2 -3 3 -5 5 -7 8 -9 -10
leaf_value=-0.0027062274181789345 -0.0023319834384855267 -0.0022137549655871641 -0.00046330113918902619 0.0042226245760933825 0.00066118496232995573 0.002387792296763966 0.00024466262793280648 -0.0024973486453385711 -0.00068135201637007173
leaf_weight=49 50 48 58 55 216 53 2271 213 735
leaf_count=49 50 48 58 55 216 53 2271 213 735
internal_value=0 -6.52309e-05 -3.6752e-05 0.00181022 -9.59903e-05 -5.90866e-05 -9.70788e-05 -0.00090513 1.79695e-05
internal_weight=0 3698 3650 113 3537 3488 3435 429 3006
internal_count=3748 3698 3650 113 3537 3488 3435 429 3006
is_linear=0
shrinkage=0.0995203


Tree=2609
num_leaves=19
num_cat=0
split_feature=21 5 5 5 7 8 8 8 5 5 2 2 2 2 26 18 5 2
split_gain=0.0219555 0.0179866 0.1936 0.117538 0.0422362 0.0445784 0.141497 0.1233 0.0727228 0.0621077 0.0372881 0.165769 0.0795388 0.065697 0.0578381 0.0509508 0.143983 0.0950884
threshold=0.15665000000000004 -0.0083599999999999994 -0.0098949999999999993 -0.0070049999999999999 0.086645000000000028 -0.074844999999999981 -0.069939999999999988 -0.079434999999999992 -0.020485 -0.018754999999999997 -0.073884999999999992 -0.076854999999999993 -0.065999999999999989 -0.078244999999999995 0.092385000000000023 -0.027300000000000001 0.15100500000000003 -0.018864999999999996
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 7 -7 9 -8 -1 11 13 -12 14 -5 17 -17 -14
right_child=-2 3 -4 10 -6 6 8 -9 -10 -11 12 -13 15 -15 -16 16 -18 -19
leaf_value=-0.00032873597083354271 -0.001819941214743004 0.0043237108500746441 -0.005166497528468917 0.00010777552221048868 0.0026413956196490529 -0.005360101034079804 -7.4417321245872164e-05 0.0043263655876183285 -0.0040809837210659759 0.0015136103026783794 0.0033887920287506011 -0.0055909607789140798 -0.0041956936073194702 0.0036151078603445111 -0.0024157097719924203 0.0044528752009666836 -0.0017171681765853291 0.00040709907448386082
leaf_weight=1007 71 66 76 707 56 60 696 69 48 221 91 56 61 47 103 79 71 163
leaf_count=1007 71 66 76 707 56 60 696 69 48 221 91 56 61 47 103 79 71 163
internal_value=0 -5.24875e-05 -0.00022967 0.00022094 -5.53452e-05 -0.000127614 -0.000710106 0.000232837 -0.000334006 2.15976e-06 2.38414e-05 -0.000345001 0.000749803 -1.25254e-06 -0.000212102 0.000105506 0.00152693 -0.000842686
internal_weight=0 3677 2233 1444 2157 2101 804 1297 744 1228 1378 913 465 857 810 374 150 224
internal_count=3748 3677 2233 1444 2157 2101 804 1297 744 1228 1378 913 465 857 810 374 150 224
is_linear=0
shrinkage=0.0995203


Tree=2610
num_leaves=12
num_cat=0
split_feature=29 3 9 0 3 4 9 3 17 4 3
split_gain=0.0200836 0.0413359 0.0286253 0.0454621 0.043361 0.0683093 0.0600515 0.0411135 0.0322468 0.0415312 0.0408798
threshold=0.090185000000000015 0.13775000000000004 -0.16268999999999997 0.16362500000000005 0.13547000000000003 0.12631500000000004 0.12372500000000002 0.11492500000000001 0.059130000000000009 0.13881500000000005 0.14530500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -4 9 10 -6
right_child=1 -3 3 -5 8 -7 -8 -9 -10 -11 -12
leaf_value=0.0019430758186040685 -0.0027867031711067431 0.00096744218695391762 -0.00016039643455092057 0.0029991507449852383 -0.0018375439134947573 0.0027089075500298892 -0.0036329527767304864 0.0011089165652251186 -0.0038230766910739827 -0.0032914982695218063 0.0018172256078075582
leaf_weight=71 75 47 2879 47 56 88 47 277 46 49 66
leaf_count=71 75 47 2879 47 56 88 47 277 46 49 66
internal_value=0 -0.00133372 -3.51213e-05 -7.48599e-05 -0.000116279 -2.61798e-05 -0.00010158 -4.87303e-05 -0.00147894 -0.000843562 0.000132916
internal_weight=0 122 3626 3555 3508 3291 3203 3156 217 171 122
internal_count=3748 122 3626 3555 3508 3291 3203 3156 217 171 122
is_linear=0
shrinkage=0.0995203


Tree=2611
num_leaves=13
num_cat=0
split_feature=21 20 20 2 0 4 4 4 8 0 20 0
split_gain=0.016931 0.0250399 0.0257318 0.0204676 0.0606681 0.0574534 0.0699737 0.0499234 0.0975624 0.0279931 0.0754539 0.0270313
threshold=0.15665000000000004 0.27420500000000009 -0.24910499999999999 0.097745000000000012 -0.22163999999999998 0.094995000000000024 0.080475000000000033 0.10755500000000003 -0.26194999999999996 -0.100285 -0.073489999999999986 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5 -7 -9 10 -6 -11
right_child=-2 -3 3 5 9 7 -8 8 -10 11 -12 -13
leaf_value=-0.0020373783760430108 -0.0015923606026566151 -0.0023226875857572798 -0.0028958371026254798 0.00011357397194909923 -0.0010269219861973877 -0.0021641154636459227 0.00550510308721067 -0.0003828792089121026 0.0045042828026948057 -0.00061601411659922194 0.0017759718508979564 8.6298054495123562e-05
leaf_weight=61 71 47 73 48 148 77 48 170 53 754 265 1933
leaf_count=61 71 47 73 48 148 77 48 170 53 754 265 1933
internal_value=0 -4.02438e-05 -1.04659e-05 2.39479e-05 -6.0009e-05 0.000698731 0.00281787 1.78782e-05 0.000774973 6.50612e-06 0.000769563 -0.000110473
internal_weight=0 3677 3630 3569 3173 396 96 300 223 3100 413 2687
internal_count=3748 3677 3630 3569 3173 396 96 300 223 3100 413 2687
is_linear=0
shrinkage=0.0995203


Tree=2612
num_leaves=16
num_cat=0
split_feature=28 0 1 18 18 18 1 0 20 18 17 4 3 17 27
split_gain=0.0439578 0.0363238 0.0638169 0.0381713 0.103905 0.0725046 0.0687786 0.0786735 0.0545329 0.0507959 0.0392948 0.0371046 0.0581794 0.0916874 0.0214103
threshold=0.077350000000000016 0.048750000000000009 -0.50597999999999999 -0.14624999999999996 -0.112385 -0.098315 0.056790000000000014 -0.090124999999999997 -0.078104999999999994 -0.093649999999999997 -0.45380999999999999 0.10696000000000003 0.10457000000000002 -0.54752499999999993 0.090690000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 7 -4 -9 -7 -8 12 -3 -14 -2
right_child=14 11 3 4 5 9 10 8 -10 -11 -12 -13 13 -15 -16
leaf_value=-0.0035000629085662062 -0.0036439424244884295 0.0024132172207162617 0.00069153630449651955 0.0045233595698116521 -0.0027781369639173158 0.0025184362153882409 0.0030671244170311991 -0.0016128814995209652 -0.0060522143869553846 4.9081898291139579e-05 -0.00088337542761509876 0.0030747222432532485 -0.0044425564213374834 0.0017071396044058211 -0.00059885926315698165
leaf_weight=52 47 79 55 52 88 85 46 54 57 2850 54 74 46 50 46
leaf_count=52 47 79 55 52 88 85 46 54 57 2850 54 74 46 50 46
internal_value=0 4.44881e-05 -4.04207e-05 1.31809e-05 0.00011236 3.62138e-05 -0.00113027 -0.00237372 -0.00389992 0.000120875 0.000925669 0.00120479 0.000409391 -0.00123106 -0.00214658
internal_weight=0 3642 3393 3341 3075 3023 266 166 111 2935 100 249 175 96 93
internal_count=3735 3642 3393 3341 3075 3023 266 166 111 2935 100 249 175 96 93
is_linear=0
shrinkage=0.0995203


Tree=2613
num_leaves=18
num_cat=0
split_feature=19 9 9 13 3 3 18 0 21 18 9 26 6 26 8 0 2
split_gain=0.042983 0.0527134 0.0817191 0.0572499 0.0494026 0.0572116 0.178208 0.0742177 0.0701215 0.0632763 0.0486365 0.0579491 0.0631068 0.0574024 0.0468718 0.0410058 0.0284652
threshold=-0.031244999999999998 0.094085000000000016 0.093535000000000021 1.0000000180025095e-35 0.086465000000000028 0.11816500000000002 -0.12363 -0.061654999999999995 0.10430500000000002 -0.070914999999999992 0.092605000000000021 -0.100565 -0.03764 0.092955000000000024 0.041960000000000011 -0.069294999999999982 -0.072624999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 10 -3 6 -6 -7 9 -8 11 12 -2 -12 -13 -1 -9
right_child=1 4 -4 -5 5 7 8 16 -10 -11 13 14 -14 -15 -16 -17 -18
leaf_value=-0.0041448118564662365 -0.00020227792842309077 -0.0018967066253496702 -0.00414994193176882 0.0029502165529041954 0.0065044865606684685 -0.0030474260832642174 -0.0013744609739639777 0.0027963492310592065 -0.0020465549964176636 0.0018438689420846286 -0.0003264090632620963 -0.00020838283761909145 -0.0046951689667567957 0.004578633695696277 0.002350949271723165 0 -0.00021526725852729088
leaf_weight=48 66 65 50 60 62 72 72 50 71 371 48 2394 59 46 73 47 81
leaf_count=48 66 65 50 60 62 72 72 50 71 371 48 2394 59 46 73 47 81
internal_value=0 4.54739e-05 -0.000162363 -8.9458e-05 0.000734966 0.000955605 0.00146227 -0.000477999 0.000852474 0.00131895 -0.000157663 -0.000238593 -0.00232947 0.00206522 -0.000132319 -0.00209883 0.000927956
internal_weight=0 3640 2796 2746 844 779 576 203 514 443 2686 2592 125 94 2467 95 131
internal_count=3735 3640 2796 2746 844 779 576 203 514 443 2686 2592 125 94 2467 95 131
is_linear=0
shrinkage=0.0995203


Tree=2614
num_leaves=18
num_cat=0
split_feature=19 5 28 6 6 0 2 29 0 18 18 18 0 1 1 18 18
split_gain=0.034866 0.0373482 0.0337747 0.0256107 0.0726507 0.0506759 0.0745487 0.0385988 0.0392437 0.0366099 0.112478 0.076925 0.0650061 0.118255 0.105076 0.0534694 0.169311
threshold=-0.031244999999999998 0.5124350000000002 0.077350000000000016 -0.07664 -0.080534999999999995 -0.16423499999999999 0.09556000000000002 0.0044100000000000016 -0.088329999999999992 -0.057764999999999997 -0.037059999999999989 -0.067359999999999989 -0.085684999999999997 -0.018369999999999997 -0.087734999999999994 -0.022504999999999997 -0.018629999999999997
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 -2 8 -7 11 -11 12 13 -5 -14 -12 -17
right_child=2 -3 -4 9 -6 7 -8 -9 -10 10 15 -13 14 -15 -16 16 -18
leaf_value=-0.0039270551117612483 -0.0041075826978651548 4.8420472244727729e-06 -0.001862672297871421 0.00078603625923696777 -0.003969483576881587 0.0008329512258243891 0.00024382427846741597 -0.0026603706753009905 -0.0005125184248928839 0.0042788782296813337 -0.0021419221417613653 -0.0036729320965268172 -0.0010314390013664175 -0.0055200110183619196 0.0014141222548182178 0.006264209031265339 0.00030413250810480235
leaf_weight=46 73 49 90 63 51 537 83 46 357 77 79 60 302 55 410 49 1308
leaf_count=46 73 49 90 63 51 537 83 46 357 77 79 60 302 55 410 49 1308
internal_value=0 -0.00189041 4.08364e-05 8.9325e-05 -0.000297236 -0.000125609 -0.00178716 0.000149267 0.000294751 0.000274179 0.000572262 -0.000231642 1.61402e-05 -0.00214629 0.00037567 0.000372939 0.000519949
internal_weight=0 95 3640 3550 1147 1096 156 940 894 2403 1513 890 830 118 712 1436 1357
internal_count=3735 95 3640 3550 1147 1096 156 940 894 2403 1513 890 830 118 712 1436 1357
is_linear=0
shrinkage=0.0995203


Tree=2615
num_leaves=25
num_cat=0
split_feature=9 9 9 5 18 18 2 1 9 17 5 8 18 8 1 8 9 5 17 18 8 0 5 9
split_gain=0.03645 0.176064 0.0858942 0.0464623 0.0562401 0.0442338 0.0719827 0.116977 0.0582886 0.0389018 0.0803834 0.255591 0.227663 0.119364 0.225754 0.0982723 0.0796262 0.0625476 0.0605106 0.137529 0.0671507 0.063829 0.07318 0.0510845
threshold=0.097680000000000031 0.098720000000000016 0.09697500000000002 0.50609000000000015 -0.080814999999999984 -0.0097449999999999985 -0.070354999999999987 0.10539000000000003 0.11201500000000002 -0.086174999999999988 -0.0089549999999999994 -0.08569499999999998 -0.015440000000000001 -0.073029999999999984 -0.16855499999999998 -0.077889999999999987 0.094835000000000017 -0.010074999999999999 -0.092649999999999996 -0.086319999999999994 -0.15146000000000001 -0.097734999999999989 -0.017704999999999995 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
left_child=2 -2 9 4 -3 -6 7 -7 -8 18 16 12 -12 15 -15 -13 17 23 20 -20 -1 -22 -23 -11
right_child=1 3 -4 -5 5 6 8 -9 -10 10 11 13 -14 14 -16 -17 -18 -19 19 -21 21 22 -24 -25
leaf_value=0.003338637182142226 0.0062986107136675743 0.0031624754723735488 -0.0042771085031638621 -0.0022099722416093022 -0.0024052923122896731 0.005137312276683936 -0.0037413380098090831 -0.00081460319887855773 0.00025611096064517819 -8.4968715182561248e-05 0.010725368184760732 -0.00023213386602562741 0.0019224153089983593 -0.0023473057631839115 0.0071176391858737793 -0.0051307765357936396 0.0028942544648497743 -0.0036989989336057836 -0.0062237970314339237 0.00064824853900661411 -0.0033790081489235898 0.0035892461593506151 -0.0005148375308771326 -0.0032577858712250136
leaf_weight=47 51 69 49 70 60 70 46 61 167 1530 46 156 80 47 53 55 81 52 57 58 71 46 661 52
leaf_count=47 51 69 49 70 60 70 46 61 167 1530 46 156 80 47 53 55 81 52 57 58 71 46 661 52
internal_value=0 0.000707401 -0.000142701 0.000180751 0.000536289 8.57306e-05 0.000522591 0.00235956 -0.000603345 -7.69167e-05 0.000156083 0.00136121 0.00514269 -0.000168208 0.00266093 -0.00151291 -0.000150518 -0.000301954 -0.000611208 -0.00275078 -0.000311972 -0.000533563 -0.000246653 -0.000189776
internal_weight=0 594 3141 543 473 404 344 131 213 3092 2152 437 126 311 100 211 1715 1634 940 115 825 778 707 1582
internal_count=3735 594 3141 543 473 404 344 131 213 3092 2152 437 126 311 100 211 1715 1634 940 115 825 778 707 1582
is_linear=0
shrinkage=0.0995203


Tree=2616
num_leaves=18
num_cat=0
split_feature=26 21 8 6 5 5 5 1 21 5 30 30 5 9 6 2 9
split_gain=0.0921313 0.0302092 0.0650343 0.0747646 0.107529 0.0711559 0.061513 0.0443799 0.035161 0.0328526 0.0375901 0.0605561 0.0371015 0.0316045 0.0402927 0.0395849 0.0161394
threshold=0.5128250000000002 -0.032929999999999994 -0.0012949999999999999 -0.011749999999999998 0.0076350000000000012 -0.056974999999999998 -0.034484999999999995 0.18123500000000006 -0.014264999999999998 0.62404000000000015 0.090320000000000025 0.096655000000000033 -0.41397 -0.078344999999999984 -0.086849999999999997 0.13398000000000002 0.095415000000000014
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 -4 -1 -3 10 13 -12 -13 14 -10 -15 -11
right_child=-2 8 6 4 -6 -7 -8 -9 9 16 11 12 -14 15 -16 -17 -18
leaf_value=0.0042885647235905858 -0.0041769675058695721 0.0022672135509228994 -0.0054063315212019968 -0.0016741561096037538 -0.0050884645224135707 0.0033445632048825433 -0.00036700519817072977 0.00016572400875925026 0.00044281341783510339 -0.0029524731702176297 -0.0041957929258461708 -0.001774910181220045 0.0015871397103503363 0.00023177695309063487 0.0035305067097676913 -0.0014566456812670952 -0.00041477510965344522
leaf_weight=48 52 75 51 69 52 47 46 57 127 50 50 66 64 2638 63 145 51
leaf_count=48 52 75 51 69 52 47 46 57 127 50 50 66 64 2638 63 145 51
internal_value=0 4.13389e-05 -0.000811434 -2.19333e-05 -0.00132692 0.000352234 -0.00302499 0.00205825 0.000136366 8.70012e-05 0.000143836 -0.00125198 -0.00011345 0.000228622 0.00147094 0.000143512 -0.00167917
internal_weight=0 3699 370 273 168 116 97 105 3329 3254 3153 180 130 2973 190 2783 101
internal_count=3751 3699 370 273 168 116 97 105 3329 3254 3153 180 130 2973 190 2783 101
is_linear=0
shrinkage=0.0995203


Tree=2617
num_leaves=14
num_cat=0
split_feature=24 5 30 3 21 21 3 18 0 5 3 5 3
split_gain=0.103508 0.0243216 0.0238415 0.07276 0.0396398 0.0290781 0.0233362 0.094148 0.21728 0.0596137 0.0497502 0.0349949 0.0121957
threshold=-0.071649999999999991 0.62404000000000015 0.090320000000000025 0.14940500000000004 0.088880000000000028 -0.096850000000000006 0.083955000000000016 -0.010395 -0.086414999999999992 -0.02504 0.084235000000000018 -0.42170999999999997 0.10920500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 -2 7 8 -7 -9 -8 -12 -3
right_child=1 12 3 -5 -6 6 10 9 -10 -11 11 -13 -14
leaf_value=-0.0047072145770504416 -0.0017408093299200347 -0.0026530692144171243 -0.0035060344428696748 0.0023469555450371929 0 -0.00055104599338286491 -0.0028899516660498567 -0.0014509371387380553 0.0078944233523270263 0.0021674814769976386 0.0012206344615742586 4.7109535073387439e-05 -0.00044829822290634732
leaf_weight=46 79 47 85 47 51 68 54 142 54 66 278 2679 55
leaf_count=46 79 47 85 47 51 68 54 142 54 66 278 2679 55
internal_value=0 4.27739e-05 8.5891e-05 -0.00102026 -0.00218995 0.000145319 0.000190163 0.00098494 0.0031804 -0.000298849 0.000102785 0.000157714 -0.00147225
internal_weight=0 3705 3603 183 136 3420 3341 330 122 208 3011 2957 102
internal_count=3751 3705 3603 183 136 3420 3341 330 122 208 3011 2957 102
is_linear=0
shrinkage=0.0995203


Tree=2618
num_leaves=16
num_cat=0
split_feature=24 8 9 8 9 3 21 3 3 8 6 3 9 6 18
split_gain=0.0840237 0.0220366 0.0483362 0.0388058 0.110019 0.0652532 0.0609119 0.0574018 0.0444842 0.0343401 0.0376268 0.107168 0.0692207 0.0645377 0.0483467
threshold=-0.070599999999999996 -0.097249999999999989 -0.096659999999999982 -0.49499500000000002 -0.14392999999999997 0.11896500000000003 0.096415000000000015 0.11387500000000002 0.094525000000000012 -0.094869999999999996 0.086875000000000022 0.083955000000000016 0.084515000000000021 0.086100000000000024 0.14607000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 -5 6 8 -2 -6 -4 13 -12 -13 14 -11
right_child=1 2 9 4 5 -7 -8 -9 -10 10 11 12 -14 -15 -16
leaf_value=-0.0039865828449703435 0.0015114645200711794 -0.0029262045039339006 -0.0026434058715339866 0.0054217080005371223 0.0013627396828556021 -0.0022435044179036959 0.0042638520355698156 -0.0031792962094936402 -0.0016948274197183266 -0.00022110260904648727 0.0051165354917114434 -0.0020900157777945039 0.00058621345898543259 -0.0037426042026145983 0.002306203025956449
leaf_weight=52 47 57 48 51 158 70 51 57 67 1908 48 107 902 50 78
leaf_count=52 47 57 48 51 158 70 51 57 67 1908 48 107 902 50 78
internal_value=0 4.18488e-05 -5.40586e-05 0.000655682 0.00110498 0.000466335 0.00115658 -0.00105156 0.000448626 -1.67689e-06 3.90552e-05 0.000521028 0.0003016 -0.000210761 -0.000121431
internal_weight=0 3699 3198 501 397 346 276 104 225 3141 3093 1057 1009 2036 1986
internal_count=3751 3699 3198 501 397 346 276 104 225 3141 3093 1057 1009 2036 1986
is_linear=0
shrinkage=0.0995203


Tree=2619
num_leaves=16
num_cat=0
split_feature=26 21 3 8 6 18 5 0 21 20 1 5 20 20 2
split_gain=0.0715294 0.0210092 0.0599752 0.125315 0.120418 0.0553642 0.0583005 0.0311592 0.0308781 0.0298664 0.0553235 0.0219797 0.0397947 0.0479376 0.016241
threshold=0.5128250000000002 -0.032929999999999994 0.11404500000000002 -0.079704999999999998 -0.0048649999999999995 -0.015069999999999998 1.0000000180025095e-35 -0.090124999999999997 -0.014264999999999998 -0.10177499999999999 -0.054974999999999996 0.6362850000000001 -0.089994999999999992 -0.086134999999999989 -0.068279999999999993
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 -7 -3 10 -10 12 -11 -14 -12
right_child=-2 8 -4 4 -6 7 -8 -9 9 11 14 -13 13 -15 -16
leaf_value=-0.003964773532236383 -0.0036779874043615817 0.0021149909870595202 0.0018361465540132757 -0.0011666180288045789 -0.0078602984619758967 0.00014941344548846444 0.0010088013531812238 0.0038317794475753813 -0.003464871558494992 0.0026120113316841359 -0.00092967428675991488 -0.0019698113309513676 -0.0030649209670586884 0.00017222169659302257 0.0016227962219830358
leaf_weight=46 52 75 75 64 46 46 47 46 66 65 53 48 46 2930 46
leaf_count=46 52 75 75 64 46 46 47 46 66 65 53 48 46 2930 46
internal_value=0 3.88791e-05 -0.000672217 -0.00131271 -0.00397324 0.000264798 -0.00144244 0.0019995 0.000118159 7.18838e-05 -0.00123216 0.000141805 0.000175404 0.00012191 0.000248053
internal_weight=0 3699 370 295 110 185 93 92 3329 3254 165 3089 3041 2976 99
internal_count=3751 3699 370 295 110 185 93 92 3329 3254 165 3089 3041 2976 99
is_linear=0
shrinkage=0.0995203


Tree=2620
num_leaves=25
num_cat=0
split_feature=20 18 0 5 20 5 17 6 21 18 18 6 3 6 17 17 0 3 0 18 3 21 21 26
split_gain=0.0552927 0.089221 0.0879143 0.12422 0.12503 0.109784 0.0809166 0.115045 0.100162 0.0524482 0.0830696 0.0676243 0.262676 0.0822439 0.0507388 0.0712477 0.115353 0.114287 0.103767 0.230745 0.0459159 0.0445773 0.0714289 0.0534215
threshold=-0.080324999999999994 0.19545000000000004 -0.064859999999999987 0.26676500000000009 -0.081254999999999994 0.23074000000000006 -0.088525000000000006 -0.096164999999999987 0.086925000000000016 -0.086894999999999986 -0.082304999999999989 0.11146500000000002 0.096385000000000012 0.12638500000000005 -0.00265 -0.10811499999999999 -0.078664999999999999 0.087235000000000021 -0.080434999999999993 -0.110495 0.087235000000000021 -0.085574999999999998 -0.079684999999999992 -0.019129999999999998
decision_type=2 2 2 2 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 -4 8 -8 -1 14 -11 21 -13 -14 15 17 20 -2 -19 -20 -17 -12 -23 -24
right_child=9 -3 5 -5 -6 -7 7 -9 -10 10 11 12 13 -15 -16 16 -18 18 19 -21 -22 22 23 -25
leaf_value=0.00083187220603506801 0.0047043037122193286 0.005068203740019519 0.001357891331500014 0.0055896799872102278 0.0053282706877235643 -0.0052320775971738762 -0.0030878297008201977 0.0015251640163292117 -0.0053635581671978598 -0.0036352519841871427 0.0027648755487936836 0.0072538809019146149 -0.0031015720804680488 0.0022419881961999186 0.0034961233662056629 -0.0010569083839983844 -0.0048946808134068803 -0.0036137691857902401 -0.00018490875750399124 0.0075535432159109742 0.0026272188460547507 -0.0032877102255928067 0.0010031030227207981 -0.00043824494807294227
leaf_weight=51 78 49 48 56 52 52 63 354 52 68 47 58 70 48 63 79 55 52 202 47 58 78 301 1648
leaf_count=51 78 49 48 56 52 52 63 354 52 68 47 58 70 48 63 79 55 52 202 47 58 78 301 1648
internal_value=0 0.000955055 0.000677084 0.00111434 0.000674764 -0.00206071 0.000207839 0.000826274 -0.00228797 1.11942e-05 -0.000207909 -0.000103963 0.00176836 -0.000920983 0.000813561 0.000516153 -0.00104336 0.00130835 0.000425621 0.00127248 0.00049682 -0.000263244 -0.00033386 -0.000215226
internal_weight=0 777 728 628 572 100 520 417 103 2952 2318 2250 176 118 634 571 192 379 301 249 137 2074 2027 1949
internal_count=3729 777 728 628 572 100 520 417 103 2952 2318 2250 176 118 634 571 192 379 301 249 137 2074 2027 1949
is_linear=0
shrinkage=0.0995203


Tree=2621
num_leaves=24
num_cat=0
split_feature=18 18 1 21 20 17 17 21 5 18 6 6 17 6 1 21 21 0 1 1 21 20 18
split_gain=0.0461669 0.100918 0.050071 0.0846384 0.0728278 0.102372 0.0711685 0.0586005 0.0542584 0.0322085 0.0348848 0.0900882 0.245719 0.144979 0.0754103 0.0357135 0.0537222 0.196805 0.0514563 0.0342977 0.105402 0.0405365 0.0322111
threshold=-0.082654999999999992 -0.085834999999999995 0.056790000000000014 0.11585500000000003 0.0050750000000000005 -0.10811499999999999 -0.46159 0.086835000000000009 0.51659500000000014 -0.080814999999999984 0.10248500000000002 0.11816500000000002 0.0065250000000000013 0.12638500000000005 -0.03694999999999999 -0.085574999999999998 -0.032929999999999994 -0.085794999999999996 0.2705800000000001 0.05309500000000001 0.093835000000000016 -0.083404999999999993 -0.053034999999999992
decision_type=2 2 2 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 6 -1 -7 -4 -2 15 12 -12 -13 -15 -11 17 18 -17 21 -21 -18 -14
right_child=9 -3 8 -5 -6 7 -8 -9 -10 10 11 13 22 14 -16 16 19 -19 -20 20 -22 -23 -24
leaf_value=-0.00039783625918509216 -0.0026309002220218035 0.0041894192463425581 0.00043006909182925854 -0.0030225090742881339 0.003884370266332766 -0.0015466898059801014 0.0027270873616161142 0.001848529921111801 0.0050336012143494362 0.0019208310107813999 -0.0020935375977282258 -0.0053562754821172886 0.0078866203975508208 0.0037237789665776661 -0.0011626014362606839 0.0026762891975509826 0.0012354877454518224 -0.0069555071547469805 -0.0018489589157049163 0.001766262353530703 -0.0010076206850593999 -0.00045232155921089747 0.0041053560051688403
leaf_weight=115 46 79 56 73 59 284 192 61 47 83 62 46 46 60 65 54 156 52 46 328 231 1442 46
leaf_count=115 46 79 56 73 59 284 192 61 47 83 62 46 46 60 65 54 156 52 46 328 231 1442 46
internal_value=0 0.000779658 0.000475047 0.000202891 0.000535201 0.000230877 0.00155385 -0.000944003 0.00253866 -1.93444e-05 2.45691e-05 0.000992253 0.00273917 -0.000576205 0.00117631 -0.000106567 -0.000179799 -0.00198828 0.000586489 -5.19792e-05 0.000618524 -0.000287042 0.00600489
internal_weight=0 966 887 784 711 652 307 345 103 2763 2717 325 154 171 125 2392 2309 152 100 2157 559 1598 92
internal_count=3729 966 887 784 711 652 307 345 103 2763 2717 325 154 171 125 2392 2309 152 100 2157 559 1598 92
is_linear=0
shrinkage=0.0995203


Tree=2622
num_leaves=22
num_cat=0
split_feature=18 18 3 3 3 1 3 0 1 8 9 2 1 0 19 6 2 6 18 6 18
split_gain=0.0374554 0.0818145 0.0580972 0.107983 0.139765 0.127346 0.107339 0.0894549 0.0862816 0.0860958 0.0857705 0.0766941 0.0736904 0.0745728 0.0433244 0.0312323 0.0670169 0.0508656 0.0668631 0.152185 0.0326596
threshold=-0.082654999999999992 -0.085834999999999995 0.086130000000000026 0.090835000000000013 0.092635000000000023 -0.043804999999999997 0.081685000000000021 -0.088329999999999992 -0.034059999999999993 -0.067719999999999989 0.09586500000000002 -0.085944999999999994 -0.09225499999999999 -0.089965000000000003 0.13924500000000004 0.12638500000000005 -0.063234999999999986 0.11816500000000002 -0.080424999999999996 0.11146500000000002 -0.065634999999999985
decision_type=2 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 -5 11 -1 -7 9 -6 -10 -4 -8 -14 15 17 -17 18 -2 20 -20
right_child=14 -3 3 4 8 7 12 -9 10 -11 -12 -13 13 -15 -16 16 -18 -19 19 -21 -22
leaf_value=-0.0019407786204423845 -0.0036195239675283659 0.0037724873705734783 -0.0024036298429288552 0.0060615520719860582 -0.0041418802396802823 -0.00085119716080804813 0.006016230581445607 -0.0061309516005892259 0.0040049074686300595 0.00033709197325368226 -0.0001906518414187238 0.0027283057939437656 0.0042735889291059355 -0.0012076839112914409 -0.0030133473690318463 -0.0013435434575456344 0.0034399877328494203 -0.0032830401728152756 -0.0021641099426794896 0.0044482821621059949 1.7053955773651376e-05
leaf_weight=54 49 79 48 47 65 57 58 73 91 122 102 72 49 49 47 47 75 47 70 77 2351
leaf_count=54 49 79 48 47 65 57 58 73 91 122 102 72 49 49 47 47 75 47 70 77 2351
internal_value=0 0.000702235 0.000427862 -1.95242e-05 0.000940975 -0.00166333 0.00187405 -0.00382228 0.000305485 -0.00121539 0.00178332 0.00066871 0.00319981 0.0015246 -1.74192e-05 3.41235e-05 0.00159044 -3.87571e-05 2.07886e-05 9.25236e-05 -4.56734e-05
internal_weight=0 966 887 677 427 250 210 130 380 187 193 120 156 98 2763 2716 122 2594 2547 2498 2421
internal_count=3729 966 887 677 427 250 210 130 380 187 193 120 156 98 2763 2716 122 2594 2547 2498 2421
is_linear=0
shrinkage=0.0995203


Tree=2623
num_leaves=26
num_cat=0
split_feature=3 6 21 18 0 5 3 18 3 5 3 5 21 5 1 5 5 5 18 0 18 9 2 2 21
split_gain=0.0340712 0.148429 0.0459275 0.0455563 0.0714368 0.0365752 0.0436103 0.0338217 0.155694 0.15276 0.0913059 0.0850686 0.0736315 0.168425 0.17301 0.0963275 0.176408 0.156203 0.0708513 0.146501 0.0531134 0.0395411 0.0435218 0.107001 0.0940783
threshold=0.083875000000000019 0.087075000000000027 0.083545000000000022 -0.018629999999999997 -0.093765000000000001 -0.023589999999999996 -0.02172 -0.025079999999999998 0.086130000000000026 -0.0087549999999999989 0.086895000000000014 1.0000000180025095e-35 -0.014264999999999998 -0.017704999999999995 -0.018369999999999997 -0.0083599999999999994 -0.000475 -0.041054999999999994 -0.013125 -0.082885 -0.010145 -0.25326499999999996 0.097745000000000012 0.08666500000000002 0.09266000000000002
decision_type=2 2 2 2 2 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 -6 8 9 -2 -10 -11 13 -12 -15 17 -17 -14 19 -9 -20 -22 23 -23 -24
right_child=7 -3 -4 4 5 -7 -8 18 10 11 12 -13 15 14 -16 16 -18 -19 20 -21 21 22 24 -25 -26
leaf_value=-0.0032624782066827257 0.0078182106881472327 -0.0059088397179278057 0.0021398052623436978 0.0027784956068016599 -0.00019821454566376571 0.0007642006386322965 -0.0045281228865688581 0.00030712483941076972 -0.0039108675588045315 -0.0015112153672720602 0.0074784148909376102 0.004201899849637503 0.0021031298169202572 0.0051368274636783137 -0.0023531573289671758 0.004764630298076826 2.8492032203012779e-05 -0.0038059536597832505 0.0026006420889019772 -0.0066845411352752333 -0.002839528866717244 6.7856587425964542e-05 0.0028507440870399275 -0.0045688274754057123 -0.0010202720373661239
leaf_weight=52 55 48 77 65 46 59 47 80 50 52 46 51 66 49 81 89 627 134 84 47 46 1468 156 51 103
leaf_count=52 55 48 77 65 46 59 47 80 50 52 46 51 66 49 81 89 627 134 84 47 46 1468 156 51 103
internal_value=0 -0.000722736 -9.10225e-07 -0.000616724 1.35102e-05 -0.0011635 -0.00239525 0.000255504 0.000652032 0.00358048 0.000246153 0.00130966 0.000437243 0.00230174 0.000463695 7.8105e-05 0.000618346 -0.00185186 1.79087e-06 -0.0022739 0.000153694 4.05567e-05 0.00011553 -8.728e-05 0.00130814
internal_weight=0 394 346 269 217 152 93 3335 1300 158 1142 103 1092 176 130 916 716 200 2035 127 1908 1824 1778 1519 259
internal_count=3729 394 346 269 217 152 93 3335 1300 158 1142 103 1092 176 130 916 716 200 2035 127 1908 1824 1778 1519 259
is_linear=0
shrinkage=0.0995203


Tree=2624
num_leaves=15
num_cat=0
split_feature=6 9 5 5 5 8 21 26 17 5 17 29 30 9
split_gain=0.0989674 0.0550062 0.0451566 0.092306 0.0830298 0.0569576 0.112104 0.0670429 0.0596768 0.172463 0.0625133 0.0450603 0.0521608 0.0516404
threshold=0.21988000000000005 -0.46256000000000003 -0.082179999999999989 -0.085794999999999996 -0.07965499999999999 -0.079854999999999995 -0.085574999999999998 0.090625000000000025 -0.0073949999999999997 -0.063819999999999988 0.026115000000000006 0.093650000000000025 0.10284500000000002 0.086070000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 -4 6 -6 -8 9 -7 -10 12 13 -3
right_child=-2 2 4 -5 5 8 7 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.0033483979760004926 -0.0037528175331459695 0.0011692594452312496 -0.0043842731531190801 0.0049298319689782101 0.0034568722559036795 0.00608289783067295 -0.0012389840093157529 0.00073729291774563715 -0.002767450769603298 0.00042451739777778718 7.8746744773325566e-05 0.0033598863623077097 -0.0027709080209247787 -0.00026743447951690095
leaf_weight=48 71 465 46 46 63 57 883 210 105 843 279 48 54 529
leaf_count=48 71 465 46 46 63 57 883 210 105 843 279 48 54 529
internal_value=0 -1.28401e-06 4.27742e-05 0.00056099 -0.000194951 -0.000115636 -0.000622639 -0.000858529 0.000340187 0.000783791 -0.000697379 0.000376879 0.000239472 0.000403837
internal_weight=0 3676 3628 1142 2486 2440 1156 1093 1284 900 384 1096 1048 994
internal_count=3747 3676 3628 1142 2486 2440 1156 1093 1284 900 384 1096 1048 994
is_linear=0
shrinkage=0.0995203


Tree=2625
num_leaves=15
num_cat=0
split_feature=20 17 0 2 18 5 1 5 0 8 27 29 11 1
split_gain=0.0699053 0.105119 0.0423177 0.0875983 0.0519657 0.0706974 0.0947569 0.173451 0.0920652 0.110317 0.0422566 0.0522974 0.0434675 0.038093
threshold=-0.16295499999999999 -0.088525000000000006 -0.106285 0.40115000000000006 0.095210000000000031 -0.000475 -0.00080499999999999994 -0.06515 -0.23099 -0.014854999999999998 -0.038765000000000001 0.0035350000000000004 -0.15948499999999999 0.51334500000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 10 5 6 7 -2 -8 -10 -4 12 -12 -14
right_child=2 -3 3 -5 -6 -7 8 -9 9 -11 11 -13 13 -15
leaf_value=-0.0057432246955954388 -0.0067984557896308105 -4.6142580532798611e-05 -0.0027713354548753143 -0.003970363204388927 0.0031601176870302773 0.0037388231279402457 -0.0021621649740043267 0.00060256962774827216 0.00052235007651788359 0.0049284370841403569 -0.0029483303352502645 0.0030861606389904536 -6.6381764058712038e-05 0.0027057514190572925
leaf_weight=53 51 82 56 58 78 57 79 81 219 76 51 53 2703 50
leaf_count=53 51 82 56 58 78 57 79 81 219 76 51 53 2703 50
internal_value=0 -0.00228884 1.75574e-05 -0.000140436 0.000751125 0.000415921 3.99834e-05 -0.00225072 0.000850655 0.00166025 -6.38982e-05 -1.05432e-05 -6.93678e-05 -1.57369e-05
internal_weight=0 135 3612 2971 641 563 506 132 374 295 2913 2857 2804 2753
internal_count=3747 135 3612 2971 641 563 506 132 374 295 2913 2857 2804 2753
is_linear=0
shrinkage=0.0995203


Tree=2626
num_leaves=17
num_cat=0
split_feature=6 7 8 3 26 26 26 3 6 18 1 20 20 2 3 3
split_gain=0.0677254 0.027124 0.0279466 0.0708122 0.0394176 0.0484455 0.0482393 0.0984792 0.0916185 0.0475648 0.102251 0.0974403 0.0401615 0.092236 0.0441003 0.0241229
threshold=0.21988000000000005 0.093110000000000012 0.10851500000000001 0.11868500000000003 0.083970000000000031 0.084355000000000027 0.0054200000000000012 0.087570000000000023 -0.0093650000000000001 0.088635000000000019 0.05309500000000001 -0.058504999999999995 -0.083330000000000001 -0.082644999999999982 0.11926500000000002 0.096510000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 15 6 -6 9 8 -8 10 -1 -11 13 -7 -14 -4
right_child=-2 -3 3 -5 5 12 7 -9 -10 11 -12 -13 14 -15 -16 -17
leaf_value=-0.0010232080101999397 -0.0031032352350031421 0.0019992986952299869 -0.0011939733977951359 -0.0045688718629829624 -0.0031349558748223838 -0.00046998825916821717 0.0031560895100108928 0.0052530887192643056 -0.0023451708161954022 0.0039335176562218166 0.0010751463274689388 -0.00021512735345641712 -0.00043068842606250882 0.0046446806259529301 0.0013573375970823115 0.0017838456417524277
leaf_weight=527 71 66 65 47 56 95 58 60 62 95 408 136 1752 55 148 46
leaf_count=527 71 66 65 47 56 95 58 60 62 95 408 136 1752 55 148 46
internal_value=0 0 -3.65715e-05 -0.00133094 2.24353e-05 -0.000246168 0.000443309 0.00196021 0.00030695 0.000208437 -0.000106687 0.00148748 -0.000166855 0.00139993 -0.00029098 3.2703e-05
internal_weight=0 3676 3610 158 3452 2106 1346 180 120 1166 935 231 2050 150 1900 111
internal_count=3747 3676 3610 158 3452 2106 1346 180 120 1166 935 231 2050 150 1900 111
is_linear=0
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Tree=2627
num_leaves=9
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split_feature=6 9 4 2 2 4 26 1
split_gain=0.0549161 0.04142 0.0501226 0.0320153 0.0499893 0.0345529 0.0561513 0.0409712
threshold=0.21988000000000005 -0.46256000000000003 0.14699000000000004 0.31852000000000008 0.17898500000000003 0.13146500000000003 -0.019129999999999998 0.27552000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=-0.0029043168240429247 -0.0027944006015344601 -4.8832231602987862e-05 0.0031059877169915874 -0.0023252925291042401 0.0029045575001049998 0.00054764817427863132 -0.0039599148023189285 0.0014031158741892324
leaf_weight=48 71 3145 52 58 59 53 56 205
leaf_count=48 71 3145 52 58 59 53 56 205
internal_value=0 0 3.84082e-05 -5.9698e-06 3.20354e-05 -1.67245e-05 -0.00176065 3.9774e-05
internal_weight=0 3676 3628 3576 3518 3459 109 3350
internal_count=3747 3676 3628 3576 3518 3459 109 3350
is_linear=0
shrinkage=0.0995203


Tree=2628
num_leaves=12
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split_feature=17 20 6 18 4 30 4 1 18 18 18
split_gain=0.0976243 0.0786995 0.142213 0.0638185 0.0387332 0.0374291 0.0351393 0.0499663 0.0351954 0.163138 0.0812929
threshold=-0.53896499999999992 -0.069434999999999983 -0.007045 -0.060544999999999995 0.14903500000000006 0.11290000000000001 0.13980000000000004 0.51334500000000016 0.088735000000000022 0.086510000000000017 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 8 9 -2 -10
right_child=4 2 3 -5 -6 -7 -8 -9 10 -11 -12
leaf_value=0.0046231852639975392 -4.3744602607221345e-05 -0.0038869423728883777 0.00033873760583608749 0.0054129397747513901 0.0021506727281625643 -0.0027259905337941519 0.0023634334340487742 -0.0027073196123537434 -0.0040240018737636597 0.0049701722918701792 -0.00036641283953335656
leaf_weight=77 2447 46 51 48 74 55 56 74 66 66 694
leaf_count=77 2447 46 51 48 74 55 56 74 66 66 694
internal_value=0 0.00205001 0.000677913 0.00280723 -0.000101493 -0.000149926 -0.00010805 -0.000149646 -9.15689e-05 8.76124e-05 -0.000685123
internal_weight=0 222 145 99 3532 3458 3403 3347 3273 2513 760
internal_count=3754 222 145 99 3532 3458 3403 3347 3273 2513 760
is_linear=0
shrinkage=0.0995203


Tree=2629
num_leaves=16
num_cat=0
split_feature=17 20 26 29 18 1 1 20 6 4 4 4 17 4 8
split_gain=0.0791922 0.0637842 0.143606 0.0344036 0.0327122 0.026805 0.0791465 0.0887976 0.0525583 0.0470322 0.0751455 0.147242 0.0955993 0.0538822 0.0431361
threshold=-0.53896499999999992 -0.069434999999999983 0.083825000000000024 -0.14715999999999999 -0.057764999999999997 0.26753500000000008 0.27998000000000006 -0.048779999999999997 -0.16169999999999998 0.13584500000000002 0.11037000000000002 0.10515500000000001 -0.0064000000000000003 0.094025000000000011 -0.09547499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 -3 9 -7 -8 14 10 11 13 -12 -5 -9
right_child=3 2 -4 5 -6 6 7 8 -10 -11 12 -13 -14 -15 -16
leaf_value=0.0041630848791952514 0.0026116416203827075 0.0010449582269526194 -0.0039769405095516665 1.5821783807723044e-05 0.0046972014149205829 -0.0042868479024390652 0.0035669052270103137 0.0013748499151388098 -0.0040572639602836288 0.0031330772858318159 -9.1678790129715655e-05 0.0046872659233356453 -0.0051564984939005366 -0.0023251851935192761 -0.0013064171112092103
leaf_weight=77 46 53 46 2700 46 58 50 89 46 46 88 66 64 101 178
leaf_count=77 46 53 46 2700 46 58 50 89 46 46 88 66 64 101 178
internal_value=0 0.00184636 0.000610447 -9.14156e-05 0.00275023 -0.000127319 -0.000871988 -0.000324107 -0.00094829 -2.47663e-05 -7.31531e-05 4.08911e-05 -0.00222962 -6.82993e-05 -0.000409595
internal_weight=0 222 145 3532 99 3486 421 363 313 3065 3019 2867 152 2801 267
internal_count=3754 222 145 3532 99 3486 421 363 313 3065 3019 2867 152 2801 267
is_linear=0
shrinkage=0.0995203


Tree=2630
num_leaves=19
num_cat=0
split_feature=17 21 0 29 18 18 18 17 3 3 6 5 0 20 26 5 3 26
split_gain=0.0642398 0.0594736 0.0884583 0.027898 0.0242678 0.134475 0.0618879 0.0574737 0.0998923 0.125812 0.0883896 0.0677601 0.0385287 0.0926684 0.0689093 0.13688 0.0546388 0.0359336
threshold=-0.53896499999999992 0.089665000000000022 -0.051394999999999996 -0.14715999999999999 0.088735000000000022 0.086510000000000017 0.090540000000000023 -0.065004999999999993 0.091405000000000028 0.10920500000000002 -0.092034999999999992 -0.087969999999999993 -0.052884999999999995 -0.072834999999999997 0.096425000000000025 0.058505000000000008 0.098755000000000023 0.094305000000000014
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 12 -6 8 -8 -10 -9 -12 14 -14 17 -16 -15 -5
right_child=3 -3 -4 4 6 -7 7 10 9 -11 11 -13 13 16 15 -17 -18 -19
leaf_value=-0.00031786504044919669 0.0023517304920393396 -0.00049849503422936777 0.0048038624612601853 -5.9924452294408345e-05 -0.0034726068778221058 0.0044637471199311263 -0.0054754725606120658 0.0031450691519509344 0.0036251822670138037 -0.0032754568226903702 -0.0023531044005654193 0.00034016396676389983 -0.0050873472122745138 0.00091499845211006833 0.00027447941984066955 0.0052855802475309547 -0.0018796392350997986 -0.0021171726874231666
leaf_weight=53 46 80 89 1923 68 66 54 83 47 59 126 347 49 148 227 71 130 88
leaf_count=53 46 80 89 1923 68 66 54 83 47 59 126 347 49 148 227 71 130 88
internal_value=0 0.00166297 0.00288647 -8.22949e-05 -0.000114648 2.65035e-05 -0.000602162 -0.000328406 -0.0019909 -0.000208016 0.000148537 -0.000375551 -8.42854e-05 -0.00109545 5.85616e-05 0.00147115 -0.000388902 -0.000150355
internal_weight=0 222 142 3532 3486 2702 784 716 160 106 556 473 2636 327 2309 298 278 2011
internal_count=3754 222 142 3532 3486 2702 784 716 160 106 556 473 2636 327 2309 298 278 2011
is_linear=0
shrinkage=0.0995203


Tree=2631
num_leaves=14
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split_feature=17 3 3 4 1 8 18 18 18 1 1 8 8
split_gain=0.0520399 0.0529133 0.0631004 0.0255073 0.022602 0.0314489 0.0234066 0.106017 0.0503583 0.040934 0.0682934 0.0279003 0.0311416
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 11 -8 10 -10 -2 -13
right_child=3 -3 -4 -5 5 -7 8 -9 9 -11 -12 12 -14
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leaf_weight=84 57 72 66 46 46 50 68 66 595 78 49 405 2072
leaf_count=84 57 72 66 46 46 50 68 66 595 78 49 405 2072
internal_value=0 0.00149674 0.000426088 -7.40818e-05 -0.000105028 -0.00161123 -6.21331e-05 8.17413e-05 -0.00053668 -0.000291581 -2.95048e-05 -2.0498e-05 2.927e-05
internal_weight=0 222 150 3532 3486 96 3390 2600 790 722 644 2534 2477
internal_count=3754 222 150 3532 3486 96 3390 2600 790 722 644 2534 2477
is_linear=0
shrinkage=0.0995203


Tree=2632
num_leaves=16
num_cat=0
split_feature=3 27 9 8 3 2 26 9 5 9 9 8 3 8 26
split_gain=0.053696 0.0448925 0.0319503 0.064832 0.0750868 0.0449949 0.0528553 0.139236 0.0752212 0.0462896 0.0425858 0.0421846 0.0755953 0.0382688 0.0548081
threshold=0.31589000000000006 -0.032854999999999995 0.10464500000000003 0.085560000000000011 0.10749000000000002 -0.122295 0.10353500000000003 0.11296000000000002 -0.034484999999999995 0.12652000000000005 0.095285000000000022 0.0017700000000000003 0.092200000000000018 -0.51030999999999993 0.11991000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 10 -4 9 -8 -9 -7 -5 13 -13 -3 -15
right_child=-2 2 5 4 -6 6 7 8 -10 -11 -12 12 -14 14 -16
leaf_value=0.0023350628642659146 -0.0031459651668585176 0.002188166193604275 0.0037112551128811924 0.0011627458540739914 -0.0047985212601943201 -0.0025792536789400401 0.0059835748798413978 -0.0025149516579599375 0.0022357692563316259 0.0011739827220224458 -0.0027414868709521329 -0.00072830391595830836 0.0043453123121015673 -1.3772005838961962e-05 -0.0022134201868032649
leaf_weight=85 52 74 49 67 60 79 51 66 66 55 47 56 60 2751 117
leaf_count=85 52 74 49 67 60 79 51 66 66 55 47 56 60 2751 117
internal_value=0 7.44014e-05 2.07675e-05 -7.87979e-05 -0.00194746 0.000902226 0.00046544 0.00156687 -0.00013339 -0.00103264 -0.000439713 2.72609e-05 0.00188892 -4.58643e-05 -0.000103792
internal_weight=0 3683 3598 3232 174 366 317 183 132 134 114 3058 116 2942 2868
internal_count=3735 3683 3598 3232 174 366 317 183 132 134 114 3058 116 2942 2868
is_linear=0
shrinkage=0.0995203


Tree=2633
num_leaves=11
num_cat=0
split_feature=3 27 9 21 9 4 8 6 3 5
split_gain=0.0435406 0.0364014 0.0302472 0.0529455 0.044746 0.0952621 0.0623488 0.0888112 0.0553297 0.0379242
threshold=0.31589000000000006 -0.032854999999999995 0.11640000000000002 0.11228000000000003 0.11296000000000002 0.14566000000000004 0.085560000000000011 -0.07664 -0.14674999999999996 -0.10586999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 5 6 8 -8 -3 -4
right_child=-2 2 3 -5 -6 -7 7 -9 -10 -11
leaf_value=0.0021026767096726739 -0.0028328781075078642 0.0034630664445345054 0.00034909120918464112 -0.0016040042744292133 -0.0029736479906373784 0.0039601786875965135 -0.0049002104348900592 -0.00039251414535187388 -1.4182624931903337e-05 0.0037188300793985383
leaf_weight=85 52 46 59 47 51 59 62 145 3052 77
leaf_count=85 52 46 59 47 51 59 62 145 3052 77
internal_value=0 6.69969e-05 1.8678e-05 0.00126535 -4.78876e-05 -3.28813e-06 -7.42907e-05 -0.0017466 3.71844e-05 0.00226298
internal_weight=0 3683 3598 183 3415 3364 3305 207 3098 136
internal_count=3735 3683 3598 183 3415 3364 3305 207 3098 136
is_linear=0
shrinkage=0.0995203


Tree=2634
num_leaves=16
num_cat=0
split_feature=3 19 21 9 9 0 0 0 9 8 9 4 21 4 1
split_gain=0.0353053 0.0311669 0.071048 0.039262 0.0468694 0.0338231 0.0740104 0.0724419 0.0504746 0.0906888 0.0743761 0.0355061 0.106182 0.0774483 0.0125634
threshold=0.31589000000000006 -0.010815 0.10990500000000002 0.11582000000000002 0.13642500000000005 -0.087614999999999985 -0.087184999999999999 -0.088174999999999989 0.093825000000000033 -0.073999999999999996 0.092605000000000021 0.11338500000000003 0.10143500000000001 0.10868000000000001 0.036605000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 -7 11 10 -10 -8 13 -13 -3 -6
right_child=-2 3 -4 4 14 6 8 -9 9 -11 -12 12 -14 -15 -16
leaf_value=0.0046551689884912215 -0.0025509493903920527 -0.00028068984921074668 -0.00075275119878036876 0.0030523330148111787 -0.0012775572555966889 0.0038841965886182261 0.00018936281956407093 -0.0040086818864056893 0.0013506137957668592 -0.0015500193203123421 0.0030085976470321349 -0.0032550164347431338 0.0022827927891295135 0.0038972851884747535 0.001034015812186018
leaf_weight=46 52 979 50 90 47 52 1471 55 147 388 99 119 48 46 46
leaf_count=46 52 979 50 90 47 52 1471 55 147 388 99 119 48 46 46
internal_value=0 6.03073e-05 0.00183002 1.27157e-05 0.00143295 -6.33959e-05 0.00017485 -0.000476159 8.28292e-05 -0.000751493 0.000367658 -0.000312479 -0.00165841 -9.23916e-05 -0.000125396
internal_weight=0 3683 96 3587 183 3404 2157 1247 2105 535 1570 1192 167 1025 93
internal_count=3735 3683 96 3587 183 3404 2157 1247 2105 535 1570 1192 167 1025 93
is_linear=0
shrinkage=0.0995203


Tree=2635
num_leaves=12
num_cat=0
split_feature=4 19 25 19 21 5 21 4 18 5 18
split_gain=0.0295002 0.0281321 0.0266967 0.0272334 0.0576374 0.0274876 0.0563321 0.134673 0.0715005 0.0393163 0.0362505
threshold=0.15340500000000004 0.14061500000000002 0.096120000000000025 -0.010815 0.10990500000000002 0.40249000000000007 0.093835000000000016 0.095545000000000033 -0.26620499999999997 0.27139000000000008 -0.14624999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 7 -7 -8 10 -5
right_child=-2 -3 -4 5 -6 6 8 -9 -10 -11 -12
leaf_value=0.0041918856990478077 -0.0021671841154414827 0.0024510448816743614 0.0023091998617267031 -0.0020745720213848511 -0.00067783734999159238 -0.0066872528699840495 -0.0014952529984659866 -8.3296975078310246e-05 0.0032133673963930624 0.0024319972287023578 3.3114392912795847e-05
leaf_weight=46 60 48 50 83 50 48 78 85 54 66 3067
leaf_count=46 60 48 50 83 50 48 78 85 54 66 3067
internal_value=0 5.73478e-05 2.54437e-05 -6.25029e-06 0.00164705 -5.20805e-05 -0.0010264 -0.00247284 0.0004248 2.79491e-05 -2.21616e-05
internal_weight=0 3675 3627 3577 96 3481 265 133 132 3216 3150
internal_count=3735 3675 3627 3577 96 3481 265 133 132 3216 3150
is_linear=0
shrinkage=0.0995203


Tree=2636
num_leaves=21
num_cat=0
split_feature=20 20 27 6 20 6 6 6 6 20 9 0 0 17 0 9 9 0 9 6
split_gain=0.0500455 0.0291301 0.0584117 0.0579603 0.0840786 0.203384 0.0959366 0.0712364 0.0545324 0.0440919 0.0996757 0.0486048 0.0527485 0.112272 0.0627646 0.0472831 0.0407983 0.0399393 0.128241 0.0679785
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decision_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 7 6 -6 -5 -2 -9 10 15 -11 14 -14 -13 -4 -8 18 -10 -19
right_child=1 2 9 4 5 -7 16 8 17 11 -12 12 13 -15 -16 -17 -18 19 -20 -21
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leaf_weight=89 52 49 49 49 58 61 75 48 165 48 61 1827 164 63 59 69 49 47 61 597
leaf_count=89 52 49 49 49 58 61 75 48 165 48 61 1827 164 63 59 69 49 47 61 597
internal_value=0 5.03324e-06 0.000209568 -0.000381509 -0.00161078 -0.00364736 -0.000205167 -1.06155e-05 0.00019152 0.0002811 0.00178255 0.000156353 8.48188e-05 0.00151827 -8.72786e-05 8.69767e-05 -0.00168286 1.04075e-05 -0.00112688 0.00041079
internal_weight=0 3651 2389 1262 292 119 173 970 918 2340 179 2161 2113 227 1886 118 124 870 226 644
internal_count=3740 3651 2389 1262 292 119 173 970 918 2340 179 2161 2113 227 1886 118 124 870 226 644
is_linear=0
shrinkage=0.0995203


Tree=2637
num_leaves=9
num_cat=0
split_feature=20 2 0 18 0 0 38 29
split_gain=0.040575 0.028871 0.0326399 0.0610131 0.0442085 0.078509 0.034704 0.0242152
threshold=-0.240845 -0.241895 0.11291000000000002 0.0020050000000000003 0.048265000000000009 0.0083400000000000019 -0.072014999999999996 -0.091704999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 -3 -8
right_child=1 2 3 -5 -6 -7 7 -9
leaf_value=0.0021555668004239049 0.0021884662694617038 0.0022533868422578416 -0.0034046514007293276 0.00110091557480437 0.0022947828898115751 -0.003091092532154012 -0.0021977437563002445 3.1556212103066333e-05
leaf_weight=89 59 69 75 49 83 81 49 3186
leaf_count=89 59 69 75 49 83 81 49 3186
internal_value=0 4.64391e-06 -3.09983e-05 -0.00161762 2.54962e-05 -2.99048e-05 4.48948e-05 -1.9576e-06
internal_weight=0 3651 3592 124 3468 3385 3304 3235
internal_count=3740 3651 3592 124 3468 3385 3304 3235
is_linear=0
shrinkage=0.0995203


Tree=2638
num_leaves=28
num_cat=0
split_feature=20 20 3 20 21 8 3 21 8 0 8 3 3 8 21 8 27 18 3 5 3 9 18 19 20 9 9
split_gain=0.0328992 0.0235596 0.0587541 0.16453 0.299349 0.0798826 0.0894208 0.172606 0.0503189 0.077817 0.0758539 0.109674 0.0979012 0.0579038 0.0547709 0.0631622 0.0463262 0.0408408 0.074628 0.124466 0.121021 0.224362 0.196917 0.0714731 0.0694017 0.0804504 0.0265862
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decision_type=2 2 2 2 2 2 2 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 -2 7 -7 13 10 11 -10 -12 -4 -11 -16 -3 23 20 -20 21 -19 -22 24 -18 -26 -21
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leaf_weight=89 54 49 66 51 49 276 55 59 51 46 49 119 108 61 114 104 67 171 52 58 55 50 98 47 1594 87 61
leaf_count=89 54 49 66 51 49 276 55 59 51 46 49 119 108 61 114 104 67 171 52 58 55 50 98 47 1594 87 61
internal_value=0 4.20407e-06 -0.000343397 -0.00112379 -0.00477126 -0.000300446 -0.000798854 -0.000185703 0.000246737 0.00063393 0.00166071 0.00311748 7.8102e-05 -0.00154864 -0.000634773 -0.00129571 0.000188169 0.000251907 -0.000501902 0.00121791 -0.00129042 0.000195625 -0.00344228 0.000481236 0.000377748 0.000503353 -0.000550737
internal_weight=0 3651 1262 544 100 444 390 335 718 591 327 170 157 127 264 218 2389 2340 545 171 374 221 153 1795 1748 1681 119
internal_count=3740 3651 1262 544 100 444 390 335 718 591 327 170 157 127 264 218 2389 2340 545 171 374 221 153 1795 1748 1681 119
is_linear=0
shrinkage=0.0995203


Tree=2639
num_leaves=16
num_cat=0
split_feature=20 2 2 2 2 2 2 6 0 17 17 2 9 17 9
split_gain=0.026676 0.0232171 0.0278927 0.103836 0.0858229 0.0645227 0.0685044 0.133224 0.103964 0.0398251 0.144613 0.086157 0.100525 0.0833826 0.0714329
threshold=-0.240845 -0.241895 -0.080644999999999994 -0.080329999999999999 -0.081055000000000002 -0.081604999999999997 -0.082294999999999993 0.087515000000000023 -0.085794999999999996 -0.095109999999999986 -0.081244999999999998 0.10003000000000002 0.097510000000000027 -0.065004999999999993 -0.01042
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 -8 -3 11 14 12 -5 -12 -11
right_child=1 2 3 9 -6 -7 7 -9 -10 10 13 -13 -14 -15 -16
leaf_value=0.0017478710939688414 0.0019621576700265511 0.00099111178356464874 0.0042039566759709728 -0.0028719125614293985 -0.0036164763166609769 0.002432074668267527 -0.0046180018046039226 0.0016124525091290064 -0.00079583822549954741 0.0010205657078357882 -0.0032092374654397056 0.0019993566276680446 0.00094347660998948043 0.00024759153987651808 0.0063374920104878728
leaf_weight=89 59 526 63 202 75 89 94 53 833 46 73 85 103 1294 56
leaf_count=89 59 526 63 202 75 89 94 53 833 46 73 85 103 1294 56
internal_value=0 3.78566e-06 -2.81535e-05 0.000230103 -0.00032587 -0.000170626 -0.000324981 -0.00236608 -0.000103598 9.49915e-05 0.000332725 -0.000798373 -0.00158075 6.23924e-05 0.00394769
internal_weight=0 3651 3592 1922 1670 1595 1506 147 1359 1859 1469 390 305 1367 102
internal_count=3740 3651 3592 1922 1670 1595 1506 147 1359 1859 1469 390 305 1367 102
is_linear=0
shrinkage=0.0995203


Tree=2640
num_leaves=16
num_cat=0
split_feature=4 26 3 3 3 18 25 17 5 20 1 27 2 21 6
split_gain=0.0582144 0.0440892 0.0509734 0.082869 0.0675045 0.0434887 0.0454407 0.045082 0.146433 0.0508831 0.0375943 0.0455009 0.0381515 0.0302055 0.0230297
threshold=0.15615500000000004 -0.09071499999999999 0.08777500000000002 0.098755000000000023 0.10892000000000003 0.23251500000000005 0.082255000000000023 -0.53447999999999996 0.40898000000000007 -0.0009549999999999999 0.40780000000000011 0.082745000000000027 0.10449500000000002 0.10787500000000003 -0.075739999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 14 -5 6 7 8 -3 -10 12 -12 -9 -6 -4
right_child=-2 5 3 4 13 -7 -8 10 9 -11 11 -13 -14 -15 -16
leaf_value=0.0033151995934997025 0.003451509942769453 -0.0057168325195618317 -0.0002973241657984299 0.0050690432611183566 0.0022711981184362277 0.0022355385961849998 0.002338968264120831 -5.3320405095062568e-05 0.0027832453744444782 -0.0011983377748387262 -0.0022934383336197118 0.00057513312660968847 0.0014334410540639839 -0.0011677412408103358 -0.003325307860559091
leaf_weight=82 51 60 53 47 49 81 74 2587 48 94 152 85 183 52 48
leaf_count=82 51 60 53 47 49 81 74 2587 48 94 152 85 183 52 48
internal_value=0 6.55082e-05 0.00116153 0.000449 0.00195143 -4.20912e-05 -9.85356e-05 -0.000155 -0.00159435 0.000141785 -5.80372e-05 -0.00126117 4.4607e-05 0.00049255 -0.00174447
internal_weight=0 3695 331 249 148 3364 3283 3209 202 142 3007 237 2770 101 101
internal_count=3746 3695 331 249 148 3364 3283 3209 202 142 3007 237 2770 101 101
is_linear=0
shrinkage=0.0995203


Tree=2641
num_leaves=17
num_cat=0
split_feature=7 26 7 21 5 29 18 20 3 3 3 5 3 3 6 18
split_gain=0.0492044 0.0448753 0.0550982 0.0533645 0.0627862 0.0494985 0.0440039 0.0432619 0.0407279 0.147232 0.0722131 0.0689868 0.104298 0.0910206 0.0360091 0.031683
threshold=0.10781500000000002 -0.081709999999999991 -0.074779999999999999 0.087365000000000012 -0.0089549999999999994 -0.080349999999999991 0.23251500000000005 -0.030064999999999998 0.091225000000000014 0.091865000000000016 0.092900000000000024 -0.11930499999999999 0.090835000000000013 0.086850000000000024 -0.10198499999999999 -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 4 14 -6 8 15 11 -10 -11 13 -13 -4 -1 -5
right_child=-2 2 6 7 5 -7 -8 -9 9 10 -12 12 -14 -15 -16 -17
leaf_value=0.0023595523765956956 0.003335874870029616 0.0027098107421116334 -0.00023381944783055193 -0.00084534836323198019 0.0011960203663463906 0.0054885182434966468 0.0021418233814295643 -0.0024926632802927855 -0.004825667025333818 0.0022207758308654584 -0.00052292409817998858 0.00024604512838778377 0.0050193442082377441 -0.0052244654765264617 -0.00076968872818294919 0.0020293923414031402
leaf_weight=64 46 69 126 71 46 65 82 59 76 102 1371 1306 47 51 84 81
leaf_count=64 46 69 126 71 46 65 82 59 76 102 1371 1306 47 51 84 81
internal_value=0 6.02763e-05 -7.16971e-05 0.000968984 0.00192644 0.00371702 -0.000132672 -0.000202399 -0.000193513 -0.000553364 -0.000332377 0.000170272 0.000412463 -0.00167643 0.000577966 0.0006812
internal_weight=0 3700 3230 470 259 111 3161 211 3079 1549 1473 1530 1353 177 148 152
internal_count=3746 3700 3230 470 259 111 3161 211 3079 1549 1473 1530 1353 177 148 152
is_linear=0
shrinkage=0.0995203


Tree=2642
num_leaves=9
num_cat=0
split_feature=4 10 10 9 23 12 2 2
split_gain=0.0437805 0.0261578 0.0450044 0.0596948 0.0351733 0.0655116 0.0379517 0.0361232
threshold=0.15615500000000004 0.091445000000000026 0.084475000000000022 0.095415000000000014 -0.046924999999999994 0.081895000000000023 -0.16099499999999997 -0.14264999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=-0.0020000624522529091 0.0029869595883928774 0.0019423963594170615 -0.0039362462636722681 0.00075099932764639181 0.0025282985074368746 0.0035628013273344668 -0.0021815979064710531 7.2001171576987065e-05
leaf_weight=79 51 71 64 46 61 54 72 3248
leaf_count=79 51 71 64 46 61 54 72 3248
internal_value=0 5.05419e-05 1.32515e-05 -0.00196868 7.55257e-05 0.0001235 6.83262e-05 2.28813e-05
internal_weight=0 3695 3624 110 3514 3435 3381 3320
internal_count=3746 3695 3624 110 3514 3435 3381 3320
is_linear=0
shrinkage=0.0995203


Tree=2643
num_leaves=15
num_cat=0
split_feature=4 26 3 3 3 18 20 25 3 3 9 4 19 18
split_gain=0.0354981 0.0298875 0.0718638 0.0662939 0.0587865 0.032361 0.0905395 0.0310639 0.0379601 0.0823889 0.0712617 0.138481 0.0618469 0.0396939
threshold=0.15615500000000004 -0.10954 0.08777500000000002 0.098000000000000018 0.11339500000000001 -0.26599999999999996 -0.073314999999999991 0.082255000000000023 0.090595000000000023 0.091065000000000021 0.091750000000000012 0.073870000000000019 0.11183000000000003 -0.14907499999999999
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 8 10 -10 12 -12 -7 -11
right_child=-2 5 3 4 -6 7 -8 -9 9 13 11 -13 -14 -15
leaf_value=0.0041607098024923454 0.0026896967851701347 -0.0010562112881524368 -0.0020936197890838162 0.0041665872274714499 -0.0001548558703418971 -8.4503148539877217e-05 0.0041111243050358992 0.0019345500043638985 -0.0038682062430352411 -0.0030611915173896984 0.0067132946330444934 -0.00069462925902708526 0.0035471930238969991 -0.00023686748649235227
leaf_weight=58 51 68 78 52 77 1428 66 73 68 51 47 53 48 1528
leaf_count=58 51 68 78 52 77 1428 66 73 68 51 47 53 48 1528
internal_value=0 4.5534e-05 0.00106392 0.000192266 0.00158078 -3.29074e-05 0.00148279 -9.47768e-05 -0.000140994 -0.000475246 0.000207796 0.00277891 3.30463e-05 -0.000328609
internal_weight=0 3695 265 207 129 3430 134 3296 3223 1647 1576 100 1476 1579
internal_count=3746 3695 265 207 129 3430 134 3296 3223 1647 1576 100 1476 1579
is_linear=0
shrinkage=0.0995203


Tree=2644
num_leaves=34
num_cat=0
split_feature=2 2 18 18 17 17 9 1 17 18 8 1 8 9 6 9 17 5 9 19 9 5 17 2 17 9 26 2 2 8 26 2 6
split_gain=0.0333856 0.0698139 0.23316 0.105908 0.10585 0.195375 0.130935 0.0958684 0.0547587 0.197857 0.108445 0.0547342 0.0534909 0.200569 0.114774 0.10213 0.0846959 0.0481718 0.0377697 0.0351002 0.0536693 0.0749181 0.0359175 0.030916 0.195667 0.12701 0.213356 0.0906532 0.125651 0.115724 0.102048 0.0837196 0.027692
threshold=-0.085944999999999994 -0.082830000000000001 -0.091109999999999983 -0.08428999999999999 0.0084900000000000028 -0.015464999999999998 0.084835000000000022 -0.019984999999999999 0.0047200000000000011 -0.077844999999999998 -0.085289999999999991 -0.15528499999999998 -0.085764999999999994 0.083955000000000016 -0.010459999999999999 0.084515000000000021 -0.0071449999999999994 0.62720500000000012 0.09055500000000001 0.090990000000000029 0.088825000000000029 -0.056974999999999998 0.12576000000000004 -0.081445000000000004 -1.0000000180025095e-35 0.085765000000000022 0.089365000000000014 -0.079739999999999991 -0.078994999999999996 -0.076394999999999991 0.086760000000000018 -0.078454999999999983 -0.074569999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 -5 11 -10 -11 17 14 -14 -13 -15 -17 18 -1 23 21 22 -21 24 25 -3 -27 29 -29 30 -25 -30 -22
right_child=1 19 3 4 -6 6 -8 -9 9 10 -12 12 13 15 -16 16 -18 -19 -20 20 32 -23 -24 27 -26 26 -28 28 31 -31 -32 -33 -34
leaf_value=-0.0015197060301460731 0.0078808316532051267 -0.0012661774487857786 -0.0033506348247801937 0.0052963291255904597 0.0048722390189251397 0.00051875859937960023 -0.0063371263132693898 -0.00052075870718698222 -0.0078022952840383353 0.0025664100427304402 -0.0031593402797614589 0.0012621038034243217 0.0066424443746600529 -0.0040020717653513191 -0.0042570607413503847 -0.00024911501622874513 0.0034839538477865308 0.00046863948288994957 -0.0053651835349850015 -0.0030274178543262084 -0.00096779271626725469 -0.0058206972984041309 0.0006234659627538156 -0.0041699124273452464 -0.0036009039818284266 0.0097137809135898964 0.0012894376375029923 0.0044467333708362311 -0.0042579574163953268 -0.0059505212853125577 0.00095446301936100944 6.3587960240385256e-06 0.0019619923560842013
leaf_weight=58 46 57 63 71 60 56 54 46 47 66 65 73 49 57 76 288 76 52 46 49 78 47 58 58 68 47 82 62 47 57 114 1517 54
leaf_count=58 46 57 63 71 60 56 54 46 47 66 65 73 49 57 76 288 76 52 46 49 78 47 58 58 68 47 82 62 47 57 114 1517 54
internal_value=0 -4.85212e-06 0.00121892 0.000341017 0.00115423 0.000167892 -0.00283942 0.00300227 -0.000687386 -0.00226226 -0.000268362 -0.000324617 9.39831e-05 0.000616125 -0.00154755 -8.3332e-05 0.000528068 -0.00199085 -0.00322846 -0.000207538 -0.00124229 -0.00250491 -0.00104078 -6.68277e-05 0.000962321 0.002635 0.00436512 -0.000208188 5.24107e-05 -0.00206212 -0.000768765 -0.000121266 0.000224554
internal_weight=0 2791 396 350 287 227 110 117 953 178 131 775 619 470 149 421 364 156 104 2395 286 154 107 2109 254 186 129 1855 1626 229 172 1564 132
internal_count=3744 2791 396 350 287 227 110 117 953 178 131 775 619 470 149 421 364 156 104 2395 286 154 107 2109 254 186 129 1855 1626 229 172 1564 132
is_linear=0
shrinkage=0.0995203


Tree=2645
num_leaves=12
num_cat=0
split_feature=3 11 2 30 27 8 2 5 26 8 20
split_gain=0.0292656 0.0401472 0.0378527 0.0368005 0.0301041 0.0330311 0.0544516 0.0979595 0.0716446 0.0495924 0.0376937
threshold=0.17152000000000003 -0.40069499999999997 0.42136500000000005 0.10801000000000002 0.10360500000000002 -0.0077949999999999998 -0.085944999999999994 -0.018754999999999997 -0.019129999999999998 -0.0032949999999999998 -0.095634999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 -8 -7 -11
right_child=1 -3 -4 -5 -6 9 8 -9 -10 10 -12
leaf_value=-0.0029385499887721626 -0.00065475295840946516 0.0032620781296797681 -0.0028002404857285757 0.0020738440435470787 -0.0021608194868631982 -0.0037730731565415922 0.0020206544369592901 -1.2104650379392943e-05 5.1967149173756741e-05 0.00099514276043143274 -0.00080770796627851256
leaf_weight=160 47 57 55 71 77 49 204 390 1796 137 701
leaf_count=160 47 57 55 71 77 49 204 390 1796 137 701
internal_value=0 0.0014841 -0.000208259 -0.000168266 -0.0002138 -0.000169942 1.17016e-05 -0.000864923 0.000253183 -0.000693066 -0.000511993
internal_weight=0 104 3640 3585 3514 3437 2550 550 2000 887 838
internal_count=3744 104 3640 3585 3514 3437 2550 550 2000 887 838
is_linear=0
shrinkage=0.0995203


Tree=2646
num_leaves=12
num_cat=0
split_feature=21 6 20 18 0 21 21 20 26 20 5
split_gain=0.0257418 0.0442931 0.11353 0.0624774 0.0424788 0.0669872 0.0997035 0.0287121 0.0533896 0.035928 0.038331
threshold=-0.075024999999999994 -0.0048649999999999995 -0.0096699999999999998 -0.015069999999999998 -0.233955 -0.026109999999999998 -0.013044999999999999 -0.14091999999999996 -0.042444999999999997 -0.095634999999999998 0.51935500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 -7 8 -8 -9 -11
right_child=4 -3 -4 -5 5 6 7 9 -10 10 -12
leaf_value=-0.0020826402564704249 -0.0026885121635130652 -0.0011759033953754451 0.0049237090660553201 0.0017966456089123948 0.0029633446816829476 -0.0041283328162809762 0.00095769004096874486 0.0020493881227614183 -0.0033092803030217726 -8.5415749440638449e-05 -0.001962167712795857
leaf_weight=75 68 89 66 91 66 64 47 75 75 2916 112
leaf_count=75 68 89 66 91 66 64 47 75 75 2916 112
internal_value=0 0.000706504 0.00143216 3.90246e-05 -0.00022512 -0.000174947 -0.000238172 -0.000160718 -0.00165874 -0.000101557 -0.000155104
internal_weight=0 321 232 166 3423 3355 3289 3225 122 3103 3028
internal_count=3744 321 232 166 3423 3355 3289 3225 122 3103 3028
is_linear=0
shrinkage=0.0995203


Tree=2647
num_leaves=14
num_cat=0
split_feature=3 4 3 18 5 3 3 11 3 4 30 3 11
split_gain=0.0256355 0.0886467 0.0570612 0.24887 0.0433755 0.0913266 0.0353827 0.0319107 0.0221668 0.054273 0.0528328 0.0387954 0.0329001
threshold=0.081685000000000021 0.087270000000000028 0.083955000000000016 -0.011569999999999999 -0.47386999999999996 -0.15154999999999999 0.084235000000000018 -0.085754999999999984 0.17152000000000003 0.13881500000000005 0.10721500000000002 0.14058000000000004 -0.40069499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 -6 -4 -7 9 10 11 -8 -10
right_child=2 4 6 -5 5 7 8 -9 12 -11 -12 -13 -14
leaf_value=-0.0042674934357105447 0.0072095059798222057 0.0023088203036541071 -0.0027366434845979043 -0.001770060627139098 -0.0045933178830946803 -0.00090947919841915929 -8.1641347556952117e-05 0.0024708509457212553 -0.00060008421955512557 -0.0033945829406328196 0.0031866393423881545 -0.002276317438066798 0.0029445763340204718
leaf_weight=65 53 56 51 72 47 60 3005 51 47 50 48 82 57
leaf_count=65 53 56 51 72 47 60 3005 51 47 50 48 82 57
internal_value=0 -0.00104851 -5.64705e-05 0.00203073 -6.69568e-05 -0.000914186 -0.000134829 0.000636271 -9.42361e-05 -0.000141155 -8.90053e-05 -0.000140204 0.00133479
internal_weight=0 279 3465 125 214 158 3340 111 3289 3185 3135 3087 104
internal_count=3744 279 3465 125 214 158 3340 111 3289 3185 3135 3087 104
is_linear=0
shrinkage=0.0995203


Tree=2648
num_leaves=15
num_cat=0
split_feature=20 35 18 18 18 2 18 2 18 6 9 9 6 18
split_gain=0.0467691 0.0301673 0.0277096 0.094544 0.0903604 0.0363566 0.119465 0.0923892 0.0421572 0.0342204 0.116799 0.0871524 0.0734522 0.0665743
threshold=-0.41270499999999993 0.004000000000000001 0.09679500000000002 0.093865000000000018 0.10085500000000001 -0.082404999999999992 0.13266500000000003 -0.080329999999999999 0.11570500000000002 0.08866000000000003 0.08488500000000003 0.087885000000000019 0.088055000000000022 0.088250000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -4 6 -6 -7 -9 12 -11 -12 13 -2
right_child=1 -3 4 -5 5 7 -8 8 -10 10 11 -13 -14 -15
leaf_value=0.0030673947057095392 -1.3906202833823875e-05 -0.0025645513117331584 -0.0046162433574144946 0.004259791508413149 -0.0054584412570324523 0.004359068456565399 0.0011977540584075235 0.0013583838540175959 -0.0010100077213763411 -0.0041578851986895553 0.0021433536963105875 -0.00079695151204660895 0.0041329789672030657 0.0023039476036816426
leaf_weight=48 2184 47 52 53 50 46 57 102 274 81 130 430 46 130
leaf_count=48 2184 47 52 53 50 46 57 102 274 81 130 430 46 130
internal_value=0 -5.91781e-05 -2.65587e-05 9.30539e-05 -0.000656706 -0.000265941 -0.00190497 0.000147702 -0.000365341 1.91932e-05 -0.000625338 -0.000112919 0.000194601 0.000115957
internal_weight=0 3682 3635 3054 581 529 107 422 376 3001 641 560 2360 2314
internal_count=3730 3682 3635 3054 581 529 107 422 376 3001 641 560 2360 2314
is_linear=0
shrinkage=0.0995203


Tree=2649
num_leaves=13
num_cat=0
split_feature=21 5 35 5 4 3 3 5 8 1 4 17
split_gain=0.0441992 0.12136 0.0301438 0.0331067 0.0928995 0.0955001 0.0744332 0.0572787 0.0421168 0.0552058 0.0536026 0.0365826
threshold=-0.092419999999999988 -0.065999999999999989 0.004000000000000001 -0.49053999999999998 0.13108000000000006 0.10807500000000002 0.093835000000000016 -0.46244499999999994 -0.44475499999999996 0.27998000000000006 0.13528000000000004 0.53699500000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 -5 -9 11 -11 -10
right_child=2 -3 -4 7 -6 -7 -8 8 9 10 -12 -13
leaf_value=-0.001163161282217052 -0.00058994951239377431 0.0056754441988583881 -0.0026064540707243827 -0.0028651074949134141 0.0048013765843373246 -0.0023457394917490507 0.0043787771543855984 -0.0023052688045407453 -3.5887627205741605e-05 0.0045500244792435257 5.5604880671133348e-05 -0.0025387346030063852
leaf_weight=55 58 48 46 74 52 90 61 81 3000 51 55 59
leaf_count=55 58 48 46 74 52 90 61 81 3000 51 55 59
internal_value=0 0.00201581 -7.47654e-05 -4.20158e-05 0.00103688 9.63378e-05 0.00195017 -0.000127079 -6.44071e-05 -6.79936e-06 0.00222574 -8.44286e-05
internal_weight=0 103 3627 3581 261 209 119 3320 3246 3165 106 3059
internal_count=3730 103 3627 3581 261 209 119 3320 3246 3165 106 3059
is_linear=0
shrinkage=0.0995203


Tree=2650
num_leaves=18
num_cat=0
split_feature=20 4 17 17 4 9 4 4 4 2 2 4 8 9 2 2 9
split_gain=0.0370904 0.0259107 0.0225061 0.0514304 0.050417 0.1049 0.116583 0.0746804 0.0405447 0.035128 0.289722 0.102151 0.166388 0.150748 0.0411474 0.0387498 0.034809
threshold=-0.41270499999999993 0.15028500000000003 -0.000475 -0.0023699999999999997 0.10739000000000003 -0.081559999999999994 0.11660000000000002 0.10398500000000002 0.10098000000000003 -0.084804999999999992 -0.087444999999999995 0.079225000000000018 -0.078844999999999985 0.092465000000000033 -0.083104999999999998 -0.082234999999999989 0.094435000000000033
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 -7 8 -2 10 11 12 -4 -13 -11 -16 -17
right_child=1 -3 9 -5 5 6 -8 -9 -10 14 -12 13 -14 -15 15 16 -18
leaf_value=0.0027330846410927529 5.0219570418759395e-06 -0.0019759638459406295 0.0071873973686850433 0.0034170492746758863 -0.00171686671483877 0.0070668614925864306 0.00047278913545513457 -0.0035399449635640039 0.0027736834363082078 0.0027000909111133376 -0.0067313618193624771 -0.0057671645869681468 -0.0004654943509060541 0.0014947057582880953 -0.0028169334362965091 0.00028873659694208387 -0.00094888637730184224
leaf_weight=48 1774 68 46 48 55 51 56 58 54 51 73 50 72 65 53 794 314
leaf_count=48 1774 68 46 48 55 51 56 58 54 51 73 50 72 65 53 794 314
internal_value=0 -5.12368e-05 -1.47951e-05 0.000196319 0.000120434 0.0018053 0.00362341 -2.38556e-05 8.72574e-05 -0.000306834 -0.00125976 0.000451003 0.0025109 -0.00165551 -6.55674e-05 -0.000187761 -6.12589e-05
internal_weight=0 3682 3614 2096 2048 162 107 1886 1828 1518 306 233 118 115 1212 1161 1108
internal_count=3730 3682 3614 2096 2048 162 107 1886 1828 1518 306 233 118 115 1212 1161 1108
is_linear=0
shrinkage=0.0995203


Tree=2651
num_leaves=17
num_cat=0
split_feature=21 5 35 5 1 3 3 6 17 26 26 26 6 1 9 22
split_gain=0.0341398 0.0977551 0.024111 0.0263543 0.078348 0.0652184 0.0490028 0.0474309 0.0242111 0.0691839 0.144724 0.1149 0.0520034 0.141559 0.0729411 0.0185441
threshold=-0.092419999999999988 -0.065999999999999989 0.004000000000000001 -0.49053999999999998 0.44303500000000012 0.10807500000000002 0.093835000000000016 -0.47511999999999999 0.0053950000000000014 0.087170000000000011 0.085740000000000025 0.088165000000000021 0.10877500000000002 -0.068094999999999989 0.11351500000000002 0.090235000000000024
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 -2 -5 12 10 -10 -11 14 -14 -9 -7
right_child=2 -3 -4 7 -6 15 -8 8 9 11 -12 -13 13 -15 -16 -17
leaf_value=-0.0010791618586539424 -0.00034203530835932102 0.0050576705821749942 -0.0023287969705183906 -0.0032505718114885216 0.0046070558462281358 -0.0032143852236274349 0.0036688637921880314 0.00032431887181923582 -0.00080897177656063775 0.0046522655200592336 -0.0068537896574230369 -0.00029889202258126356 -0.0060499465070256485 0.00080260938657869714 -0.0025359415661681418 -0.00039528944020851081
leaf_weight=55 60 48 46 47 47 48 60 2173 270 51 46 516 49 76 92 46
leaf_count=55 60 48 46 47 47 48 60 2173 270 51 46 516 49 76 92 46
internal_value=0 0.00177277 -6.45656e-05 -3.52516e-05 0.00092732 0.000115327 0.00165659 -0.00011117 -6.58385e-05 -0.0005113 -0.00169151 0.000145007 9.83976e-05 -0.00187704 0.000207779 -0.00184354
internal_weight=0 103 3627 3581 261 214 120 3320 3273 883 316 567 2390 125 2265 94
internal_count=3730 103 3627 3581 261 214 120 3320 3273 883 316 567 2390 125 2265 94
is_linear=0
shrinkage=0.0995203


Tree=2652
num_leaves=17
num_cat=0
split_feature=17 9 17 18 8 8 3 5 5 9 17 0 17 17 6 10
split_gain=0.0549748 0.0391939 0.025223 0.0500831 0.10062 0.142456 0.104612 0.0948351 0.134924 0.114958 0.0454601 0.0444409 0.0316106 0.041241 0.185318 0.037306
threshold=-0.57205499999999987 -0.46256000000000003 0.10932500000000002 -0.01205 -0.08569499999999998 -0.080724999999999991 0.10502000000000002 -0.039649999999999998 0.054660000000000007 0.089025000000000021 0.077740000000000017 -0.089449999999999988 0.066010000000000027 0.016900000000000005 0.088845000000000021 0.09056500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 7 6 -6 -5 -4 9 -9 12 -7 13 15 -15 -3
right_child=1 2 3 4 5 11 -8 8 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=0.0031717313976088427 -0.0028828397363818026 -0.00011064074361306264 -0.0014071147732287335 0.0041333063366063068 -0.0059223459956649687 -0.0024995907405767786 -0.0010436049657060608 0.0015570971260027852 -0.0010289085135205226 0.0074057273766351388 -0.0027757949238869555 0.0009510592724961362 0.0024732502994825071 -0.0046894313320821196 0.0011182784206215655 0.00214080802189423
leaf_weight=52 49 2574 78 83 56 54 72 67 65 67 65 117 46 98 122 75
leaf_count=52 49 2574 78 83 56 54 72 67 65 67 65 117 46 98 122 75
internal_value=0 -8.66739e-05 -4.87978e-05 0.000508054 -0.000228876 -0.00156544 0.00172327 0.00152728 0.00268156 0.00448752 -0.000172215 -0.000133833 -0.000113879 -0.000155645 -0.00146507 -4.65874e-05
internal_weight=0 3688 3639 659 382 227 155 277 199 134 2980 171 2915 2869 220 2649
internal_count=3740 3688 3639 659 382 227 155 277 199 134 2980 171 2915 2869 220 2649
is_linear=0
shrinkage=0.0995203


Tree=2653
num_leaves=8
num_cat=0
split_feature=17 9 30 5 11 3 3
split_gain=0.0445784 0.0317796 0.0220555 0.0355962 0.0428926 0.0508716 0.0392993
threshold=-0.57205499999999987 -0.46256000000000003 0.11725000000000002 -0.55105499999999996 -0.11166 0.15361500000000003 0.14166500000000004
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6
right_child=1 2 -4 4 5 -7 -8
leaf_value=0.0028560804691588519 -0.0025959390070633662 0.0026260372083742583 -0.0018467119775294868 0.0023221893053779938 -0.00010157491729405071 -0.0031588934436808181 0.0022324958698283557
leaf_weight=52 49 50 66 74 3323 53 73
leaf_count=52 49 50 66 74 3323 53 73
internal_value=0 -7.80702e-05 -4.39415e-05 -1.04118e-05 -4.80619e-05 -9.91541e-05 -5.11609e-05
internal_weight=0 3688 3639 3573 3523 3449 3396
internal_count=3740 3688 3639 3573 3523 3449 3396
is_linear=0
shrinkage=0.0995203


Tree=2654
num_leaves=24
num_cat=0
split_feature=2 2 3 3 3 26 5 6 4 4 9 21 5 8 21 3 3 20 2 5 2 9 2
split_gain=0.0404333 0.0645771 0.0547513 0.0477568 0.0943192 0.0734033 0.072229 0.134407 0.116008 0.103255 0.0493944 0.0712506 0.0480985 0.0373026 0.0468704 0.0785805 0.0634562 0.0968876 0.0955329 0.0500519 0.0357928 0.0607004 0.0543817
threshold=-0.0072299999999999994 -0.011474999999999999 0.16149500000000003 0.10726500000000001 0.11252000000000002 -0.031674999999999995 -0.093384999999999982 -0.095814999999999997 0.090595000000000023 0.083685000000000023 -0.147755 0.13415000000000002 -0.40421499999999994 -0.15146000000000001 -0.0022649999999999997 0.086965000000000028 0.089535000000000017 -0.083654999999999993 -0.086304999999999993 -0.50749999999999995 -0.026175 -0.076039999999999983 -0.057419999999999999
decision_type=2 2 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 5 -5 -2 7 -7 9 -8 -6 12 -12 -1 15 -15 18 -18 -17 -16 22 -22 -21
right_child=2 -3 -4 4 10 6 8 -9 -10 -11 11 -13 -14 14 19 16 17 -19 -20 20 21 -23 -24
leaf_value=0.0022526479938329183 0.0021197432551116088 0.0033600598328508715 -0.0032465851319777696 0.0045154302364477606 0.002680977837716514 -0.00083641152551019483 -0.0015779073899517256 -0.0077104712138440249 -0.0044574260949601981 0.0040187881104814527 -7.5797895834317961e-05 0.0024135515937693691 -0.0036027610113145078 0.0044129180581407327 -0.0032065301142341017 0.0012993203923070389 -0.00068017950285508856 0.0038203598019789405 -0.0041813533429028698 -0.00012674210033781686 0.00022209447321218243 -0.0044967640612450718 0.0018631806523490304
leaf_weight=75 56 60 75 49 46 67 70 49 54 61 72 48 83 58 52 66 94 95 60 2196 61 48 145
leaf_count=75 56 60 75 49 46 67 70 49 54 61 72 48 83 58 52 66 94 95 60 2196 61 48 145
internal_value=0 0.000127572 -0.000697977 -0.000404902 0.000523306 -0.001182 -0.001799 -0.00374717 -0.000573019 0.00102194 -0.000259006 -0.000929242 -0.00196971 6.15485e-05 4.10466e-06 0.0010451 0.000422389 0.00157767 -0.00130403 -0.00015076 -8.55685e-05 -0.00184843 -3.13787e-06
internal_weight=0 3010 730 655 298 357 301 116 185 131 249 203 155 2950 2875 373 315 189 126 2502 2450 109 2341
internal_count=3740 3010 730 655 298 357 301 116 185 131 249 203 155 2950 2875 373 315 189 126 2502 2450 109 2341
is_linear=0
shrinkage=0.0995203


Tree=2655
num_leaves=15
num_cat=0
split_feature=17 2 2 26 3 9 21 17 4 5 10 4 29 17
split_gain=0.0345669 0.0330385 0.0536304 0.0433483 0.0449001 0.0695695 0.0408766 0.0665756 0.0443528 0.0358969 0.0398991 0.0420414 0.0746715 0.032193
threshold=-0.57205499999999987 -0.0072299999999999994 -0.011474999999999999 0.12158000000000002 0.16149500000000003 -0.20504500000000001 0.086155000000000023 -0.065004999999999993 0.085830000000000017 -0.53715999999999997 0.09056500000000002 0.084250000000000033 -0.077259999999999995 0.066010000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 -3 8 -8 -7 -2 11 13 -13 -11
right_child=1 3 -4 -5 -6 6 7 -9 -10 10 -12 12 -14 -15
leaf_value=0.0025175939088266657 0.0025858311052351169 0.0035698009286352405 0.0030256659488181212 -0.0030072071774577378 -0.0029619498998293258 -0.0014283993406304304 -0.0038015407876561573 -0.00017660740183109909 0.0010485704299878628 -0.00014597805565258045 0.0022682812045244183 0.00068396431789172056 -0.0024389905386446743 0.00071053575369750739
leaf_weight=52 53 46 60 71 62 106 80 136 220 1904 73 127 187 563
leaf_count=52 53 46 60 71 62 106 80 136 220 1904 73 127 187 563
internal_value=0 -6.61482e-05 8.04425e-05 -0.000670522 -0.000414024 -0.000143973 -0.000460674 -0.00152297 0.000240664 1.93719e-05 -2.80016e-05 -8.85724e-05 -0.00117328 4.91572e-05
internal_weight=0 3688 2967 721 650 588 542 216 326 2907 2854 2781 314 2467
internal_count=3740 3688 2967 721 650 588 542 216 326 2907 2854 2781 314 2467
is_linear=0
shrinkage=0.0995203


Tree=2656
num_leaves=15
num_cat=0
split_feature=18 0 2 3 0 27 9 30 18 5 5 21 5 17
split_gain=0.0330084 0.0584654 0.0924127 0.15205 0.0667851 0.0403146 0.0337986 0.0287479 0.0250516 0.0438155 0.0720972 0.0266548 0.0738655 0.0361791
threshold=-0.13579499999999997 0.048265000000000009 -0.082594999999999988 0.097880000000000023 -0.066264999999999991 -0.032854999999999995 0.091070000000000026 0.11146500000000002 -0.11166 0.40249000000000007 0.41763500000000009 -0.084999999999999992 -0.0080599999999999995 -0.53166999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -2 -1 8 -7 11 -11 12 -10 -13
right_child=5 -3 3 4 -6 7 -8 -9 9 10 -12 13 -14 -15
leaf_value=-0.00063414262147678982 0.0025160072258178135 0.0023306029969990339 -0.0071792773246515465 0.0012875341203588155 -0.0029025922354649729 0.0019678576947373813 0.0030274609191856222 -0.0018436705152573654 0.00023752800521537621 -0.0048162147438417123 0.00016661922402762296 0.0028087296244802659 -0.0043152721462967666 0.00013338955000358093
leaf_weight=54 66 47 54 68 84 68 46 79 119 48 71 51 50 2855
leaf_count=54 66 47 54 68 84 68 46 79 119 48 71 51 50 2855
internal_value=0 -0.000930793 -0.0014344 -0.00264052 -0.00102268 8.01539e-05 0.00104201 3.17896e-05 7.7461e-05 3.69582e-05 -0.00183639 0.000109721 -0.00110461 0.000180623
internal_weight=0 353 306 206 152 3407 100 3341 3262 3194 119 3075 169 2906
internal_count=3760 353 306 206 152 3407 100 3341 3262 3194 119 3075 169 2906
is_linear=0
shrinkage=0.0995203


Tree=2657
num_leaves=21
num_cat=0
split_feature=18 2 8 2 3 27 6 6 1 27 3 9 17 9 9 3 9 8 8 18
split_gain=0.0267548 0.0425285 0.0393482 0.079406 0.155801 0.0326877 0.0236324 0.0998417 0.0728007 0.0706819 0.115738 0.061554 0.121711 0.0610872 0.0564127 0.147013 0.110764 0.10711 0.214117 0.19767
threshold=-0.13579499999999997 -0.095204999999999998 -0.073029999999999984 -0.018864999999999996 0.11642500000000001 -0.032854999999999995 -0.07664 -0.081250000000000003 -0.017214999999999998 0.081990000000000021 0.10684000000000003 0.088325000000000028 -0.093784999999999993 0.11351500000000002 0.08846500000000003 0.088325000000000028 0.089025000000000021 -0.086304999999999993 -0.085385000000000003 -0.022504999999999997
decision_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 -2 7 8 -7 14 -11 12 -10 -13 17 -16 -17 19 -19 -8
right_child=5 2 3 -5 -6 6 9 -9 11 10 -12 13 -14 -15 15 16 -18 18 -20 -21
leaf_value=0.0011743610133460969 0.0022656136612971426 0.00038438319330616022 -0.0079144139046303935 0.00011572766984769353 -0.0003655201697576033 0.0026742425098522705 -0.0053477233240552726 -0.0046454136768047556 -0.0055676975009507938 -0.0055414150114347274 0.00077481533286619391 0.0014575751677576888 -0.00054371415934810312 -0.0016279702336408344 -0.005535303183983006 -0.0046878051508506841 0.00032847786437482918 0.0071470011094622986 0.001029105113290762 0.00048203100706129464
leaf_weight=80 66 82 52 82 57 84 68 51 52 54 61 259 595 84 49 46 833 62 667 376
leaf_count=80 66 82 52 82 57 84 68 51 52 54 61 259 595 84 49 46 833 62 667 376
internal_value=0 -0.00083793 -0.00143061 -0.00221411 -0.00397434 7.22248e-05 2.86503e-05 -0.000342548 -0.00013746 0.000217466 -0.00218395 -0.000376855 -0.000948762 0.000699545 0.0003493 -0.000229792 6.50332e-05 0.000808137 0.00155054 -0.000408971
internal_weight=0 353 273 191 109 3407 3341 1125 1074 2216 115 990 647 343 2101 928 879 1173 729 444
internal_count=3760 353 273 191 109 3407 3341 1125 1074 2216 115 990 647 343 2101 928 879 1173 729 444
is_linear=0
shrinkage=0.0995203


Tree=2658
num_leaves=20
num_cat=0
split_feature=17 17 0 3 0 5 5 5 0 6 0 3 17 9 27 26 17 10 2
split_gain=0.0229101 0.122395 0.0400172 0.060243 0.101986 0.0580014 0.139465 0.0512395 0.191873 0.0966551 0.086733 0.061793 0.0326258 0.119996 0.0383495 0.0257009 0.0583688 0.0418298 0.0536723
threshold=-0.14169499999999999 -0.11741999999999998 -0.08269 0.086015000000000022 -0.092724999999999988 0.066275000000000014 -0.00093999999999999997 0.26676500000000009 -0.075179999999999983 0.041585000000000011 -0.068604999999999985 0.11604000000000002 -0.093784999999999993 0.08073000000000001 -0.032854999999999995 -0.100565 0.0021900000000000005 0.078430000000000014 -0.086050000000000001
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 -4 9 -9 -7 -10 -12 13 -3 -14 16 -16 18 -17
right_child=1 12 5 4 -6 7 -8 8 10 -11 11 -13 14 -15 15 17 -18 -19 -20
leaf_value=-0.0017786691128030012 0.004859218273447762 -0.0055907322993182691 0.00048786635296142413 -0.00090248056718392926 0.0042343357260464709 -0.0016747635396610141 -0.0070131845418034107 -0.0068904219362031574 0.0033919836067248291 0.0033951592538063744 -0.0023858988548584974 0.00061835064993359147 0.0026372523004361175 0.00075317888546013205 -0.0028244322477870461 0.0013536579187934754 0.001039621801944705 -0.0020417114107902567 1.3350768650843569e-05
leaf_weight=68 53 46 51 73 80 68 47 49 55 82 141 130 58 82 91 345 67 85 2089
leaf_count=68 53 46 51 73 80 68 47 49 55 82 141 130 58 82 91 345 67 85 2089
internal_value=0 0.000120271 -0.000468485 0.000679996 0.00177809 -0.000877205 -0.00310122 -0.000460495 -0.00108341 0.00109134 -0.000208067 -0.000941725 3.22576e-05 -0.00152027 0.000105216 5.00514e-05 -0.0011807 0.000127573 0.000203665
internal_weight=0 2916 844 221 153 623 98 525 375 150 326 271 2863 128 2735 2677 158 2519 2434
internal_count=3760 2916 844 221 153 623 98 525 375 150 326 271 2863 128 2735 2677 158 2519 2434
is_linear=0
shrinkage=0.0995203


Tree=2659
num_leaves=27
num_cat=0
split_feature=29 20 17 17 3 9 2 9 3 8 3 5 17 8 8 17 6 2 0 0 17 17 8 9 0 17
split_gain=0.0209587 0.0582494 0.0359049 0.10696 0.0535046 0.154381 0.0768696 0.16065 0.122822 0.0829361 0.0741035 0.07065 0.0934265 0.0956093 0.0510966 0.0282877 0.123565 0.19623 0.140946 0.127199 0.108613 0.0489084 0.316398 0.0402807 0.0592615 0.0424262
threshold=-0.08570499999999999 -1.0000000180025095e-35 -0.078119999999999995 -0.07107999999999999 0.087745000000000031 0.086555000000000021 -0.082234999999999989 0.08486500000000001 0.084235000000000018 -0.011315 0.088325000000000028 -0.0086449999999999982 -0.14169499999999999 -0.080364999999999992 -0.082014999999999991 -0.013125 0.090195000000000011 -0.080644999999999994 -0.086855000000000002 -0.091134999999999994 -0.041415 -0.0090649999999999984 -0.084674999999999986 0.11007500000000002 -0.06340999999999998 -0.008069999999999999
decision_type=2 2 2 2 2 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 6 7 8 -2 -8 -6 -12 14 -14 -13 16 18 -18 19 -5 -20 22 -17 25 -25 -23
right_child=2 -3 3 15 10 -7 9 -9 -10 -11 11 12 13 -15 -16 21 17 -19 20 -21 -22 23 -24 24 -26 -27
leaf_value=0.0035049770873296208 0.0016191998575145927 -0.00092809684837800977 0.0041517569613517902 0.00017158759173257511 0.0036763032029771756 -0.0062316380863293511 -0.0058277707622699532 0.0049720173054619773 -0.0048044801421515317 -0.000187663940082475 -0.0029558090647445619 -0.0023052776627248222 0.0056748805732653503 0.00040367879340395753 -6.4664615389035103e-05 0.0078502866504261502 -0.0083999105763113355 -0.00016542038344892626 -0.00025928716006232844 -0.0057147470527303358 0.0048595951741463826 -0.0029480294319361986 -0.0030194956848659032 0.0034491776707001875 -0.00069741559181496515 5.4364880671834106e-05
leaf_weight=59 62 58 65 115 49 58 47 58 56 58 89 129 52 100 465 52 47 74 78 53 86 48 54 82 58 1608
leaf_count=59 62 58 65 115 49 58 47 58 56 58 89 129 52 100 465 52 47 74 78 53 86 48 54 82 58 1608
internal_value=0 0.00130039 -5.27656e-05 0.000169091 -0.000492431 -0.00155554 -0.00058745 0.000680208 -0.00142239 -0.00272008 -8.38207e-05 -0.000305455 9.64257e-06 0.00221237 -0.000552641 5.88181e-05 -0.000647471 -0.00337071 0.00034257 -0.00168054 0.00242001 0.000227466 0.00230513 0.000104386 0.00172546 -3.21668e-05
internal_weight=0 117 3643 2420 1223 339 281 176 118 105 884 835 746 152 594 2355 453 121 332 168 164 1902 106 1796 140 1656
internal_count=3760 117 3643 2420 1223 339 281 176 118 105 884 835 746 152 594 2355 453 121 332 168 164 1902 106 1796 140 1656
is_linear=0
shrinkage=0.0995203


Tree=2660
num_leaves=25
num_cat=0
split_feature=26 1 1 26 1 6 18 6 18 18 18 2 26 26 18 26 6 21 7 6 6 6 2 4
split_gain=0.0586399 0.145361 0.0517942 0.142118 0.0494342 0.0468451 0.0599524 0.107883 0.0786651 0.0783283 0.0984466 0.0642541 0.139293 0.174097 0.099343 0.0763665 0.0394878 0.039288 0.0315453 0.0633737 0.0720059 0.0791161 0.0432415 0.035141
threshold=0.11724000000000002 0.15756500000000004 -0.073844999999999994 0.15583500000000003 -0.08113999999999999 0.086420000000000011 -0.067359999999999989 0.087455000000000019 -0.050324999999999995 -0.025079999999999998 -0.013125 -0.085944999999999994 0.090020000000000031 0.086895000000000014 -0.097059999999999994 0.093535000000000021 0.085570000000000021 0.098250000000000018 0.051600000000000014 0.08481000000000001 -0.099455000000000002 -0.095814999999999997 -0.14531999999999998 0.13364000000000004
decision_type=2 2 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 16 11 -8 -9 -10 -11 14 13 -13 -7 -14 18 -5 19 20 23 -22 -20 -1
right_child=1 -3 3 17 -6 6 7 8 9 10 -12 12 15 -15 -16 -17 -18 -19 22 -21 21 -23 -24 -25
leaf_value=-0.0014102477439172428 -0.0001283389714495142 0.0063331152222771657 -0.0048158131008707783 -0.00035394702199904925 0.003818498272958886 0.0011151636011913061 -0.0052369782188884618 -0.0044349959679872855 0.0027285847742226552 -0.0052302665613620557 -0.00050943346312741717 7.1812833758366014e-05 -0.0039323343693793405 0.0084388097432422319 -0.0050094722508591694 0.0012653075493861126 0.0024318672382192741 0.00349183453656928 0.0038832897664272167 -0.0035902706693452906 0.0040424998247111932 0.00019846146316352463 -6.1199762765791619e-06 0.00063378346231340171
leaf_weight=425 61 47 57 59 64 59 61 56 65 48 503 51 49 48 47 65 68 47 48 50 55 1509 68 103
leaf_count=425 61 47 57 59 64 59 61 56 65 48 503 51 49 48 47 65 68 47 48 50 55 1509 68 103
internal_value=0 0.00120037 0.000359896 -0.000805325 0.00188589 -0.000179961 -0.000731103 -0.001227 -0.000861784 -0.000535617 -0.000922172 0.000405812 0.00140425 0.00413681 -0.00159275 -0.000961586 6.89572e-05 0.00134354 -1.83973e-06 -8.87657e-05 -4.68629e-06 0.000334165 0.00159623 -0.00100996
internal_weight=0 335 288 163 125 3378 1052 733 672 616 551 319 213 99 106 114 2326 106 2258 2142 2092 1564 116 528
internal_count=3713 335 288 163 125 3378 1052 733 672 616 551 319 213 99 106 114 2326 106 2258 2142 2092 1564 116 528
is_linear=0
shrinkage=0.0995203


Tree=2661
num_leaves=14
num_cat=0
split_feature=22 24 6 8 8 4 2 6 6 2 2 2 2
split_gain=0.0391779 0.0382982 0.0291631 0.0661166 0.123223 0.0624791 0.0815916 0.0383522 0.0419802 0.0490836 0.0917008 0.0474608 0.0206245
threshold=0.12975500000000004 -0.069349999999999995 -0.14765999999999999 -0.11550499999999998 -0.44475499999999996 0.12719000000000005 -0.067815 -0.14051999999999998 -0.11533 -0.037414999999999997 -0.017704999999999995 -0.054390000000000001 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 -4 -9 11 -11 -10 -8
right_child=-2 2 7 5 -6 -7 12 8 9 10 -12 -13 -14
leaf_value=0.0022113266880987438 0.0023529277029880934 -0.0020263818537186538 0.0026377724937548608 -0.0031612449279227166 0.0047742623453348246 -0.0041734164884068429 0.0026039568553574161 -0.0027876462792378143 -0.00016012554835101122 0.0047529408716414055 0.00038524792789917641 -0.0027200403315959711 -0.00024714835921641978
leaf_weight=70 66 57 52 81 49 79 47 56 2404 52 573 74 53
leaf_count=70 66 57 52 81 49 79 47 56 2404 52 573 74 53
internal_value=0 -9.33684e-05 -0.000138699 -0.000980484 0.00110959 -0.00183574 -0.000810905 -4.24946e-05 -8.68734e-05 -3.78685e-05 0.00074995 -0.000236902 0.00108469
internal_weight=0 3647 3577 366 106 260 181 3211 3159 3103 625 2478 100
internal_count=3713 3647 3577 366 106 260 181 3211 3159 3103 625 2478 100
is_linear=0
shrinkage=0.0995203


Tree=2662
num_leaves=26
num_cat=0
split_feature=26 5 9 0 3 26 26 8 9 3 3 3 8 3 0 3 3 17 26 3 21 29 21 21 9
split_gain=0.0490583 0.0790177 0.0365445 0.0749365 0.036477 0.0245718 0.0561881 0.1749 0.113825 0.0537522 0.14298 0.122748 0.0866781 0.193437 0.0951103 0.0628903 0.0649909 0.148325 0.145436 0.0454251 0.0401664 0.047161 0.0493794 0.0409246 0.0498591
threshold=0.11724000000000002 -0.24120999999999998 0.095415000000000014 -0.071029999999999996 0.095490000000000019 0.083970000000000031 0.047170000000000011 -0.086304999999999993 0.083715000000000026 0.088285000000000016 0.088605000000000017 0.08785500000000003 -0.079434999999999992 0.087570000000000023 -0.085605000000000001 0.089095000000000021 0.090595000000000023 -0.05543 0.11215000000000001 -0.15154999999999999 0.10384500000000002 0.0061000000000000013 0.094920000000000018 0.11309000000000002 0.10312000000000003
decision_type=2 2 2 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 6 19 8 -8 11 -11 12 13 14 -7 -12 17 -17 -18 -1 21 22 -21 -22 -25
right_child=1 2 3 -5 -6 9 7 -9 -10 10 15 -13 -14 -15 -16 16 18 -19 -20 20 23 -23 -24 24 -26
leaf_value=-0.0031584123120161739 0.0046710572092425687 0.0021026514244241409 -0.00067049427179396407 -0.0025842487244103177 0.0029723423036136869 -0.00183783129117218 0.0022873437690542212 0.0070784572149479282 -0.0037288148417745784 0.0047189248817268185 -0.0031655008479083073 -0.0050949789588486637 -0.004135904735140636 0.0059187756706502387 0.0008286118358928836 -0.0016512052913070614 1.325856290422418e-06 0.0042330708142541305 -0.0048177626457224891 0.00024489646958968542 -0.0030240506600820965 -0.0025326104478363156 0.0027401370589882242 0.00050889690620430203 -0.0031683725581249356
leaf_weight=46 52 90 48 83 62 339 80 46 51 61 68 68 64 46 217 74 702 99 68 923 75 55 86 163 47
leaf_count=46 52 90 48 83 62 339 80 46 51 61 68 68 64 46 217 74 702 99 68 923 75 55 86 163 47
internal_value=0 0.00110371 0.000445332 -0.00032327 0.0013753 -0.000158831 0.000128468 0.00179902 -4.85763e-05 -0.000409358 3.91692e-05 -0.00106554 -0.0006529 -0.000281254 -0.000795679 -0.00024238 -3.07251e-05 0.00171137 -0.000423193 -8.29081e-05 2.13578e-05 0.000303005 0.000458385 -0.00102725 -0.000310213
internal_weight=0 335 283 193 110 3378 1572 177 131 1806 1072 734 666 602 556 1011 943 173 770 1395 1349 1064 1009 285 210
internal_count=3713 335 283 193 110 3378 1572 177 131 1806 1072 734 666 602 556 1011 943 173 770 1395 1349 1064 1009 285 210
is_linear=0
shrinkage=0.0995203


Tree=2663
num_leaves=27
num_cat=0
split_feature=26 26 0 0 6 6 18 2 0 18 6 8 0 6 9 17 18 0 26 20 26 21 26 20 26 18
split_gain=0.0397803 0.0760521 0.0509192 0.0810887 0.03605 0.0538501 0.0523768 0.100248 0.140169 0.172057 0.0776547 0.0898961 0.193449 0.124322 0.110411 0.102431 0.0491482 0.0304301 0.0290093 0.0881609 0.0548601 0.0654141 0.0344712 0.0683198 0.0464136 0.0284529
threshold=0.11724000000000002 0.11991000000000003 -0.055729999999999995 -0.074819999999999984 0.086100000000000024 0.085570000000000021 -0.073454999999999993 -0.070354999999999987 -0.080884999999999999 -0.088385000000000005 0.087455000000000019 -0.085289999999999991 -0.084665000000000004 0.090085000000000012 0.084835000000000022 -0.021090000000000001 -0.094389999999999988 -0.085144999999999985 0.098185000000000022 -0.0064400000000000004 0.093835000000000016 0.11552500000000003 0.09112000000000002 -0.077579999999999996 0.090170000000000014 -0.092084999999999986
decision_type=2 2 2 2 2 2 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 18 7 8 25 16 -8 14 -13 -14 -12 -16 -10 -3 20 -20 22 -22 24 -24 -1 -6
right_child=1 2 -4 -5 6 -7 10 -9 9 -11 11 12 13 -15 15 -17 -18 -19 19 -21 21 -23 23 -25 -26 -27
leaf_value=3.8391712015885242e-05 0.0042051100090718966 -0.00017855934185120561 0.0025660354726961721 -0.0032571797071181828 -0.0015485925875014187 0.0034126521417972805 -0.0041315912440705403 0.0045350636839100161 0.0014627236606549019 0.0065700261324989091 0.0040071908721987879 -0.0062317906495213213 0.003635155002771783 -0.001478849241319524 0.0028613936152297455 -0.0018692908497829079 -0.0031313100697016542 0.0029626203161397758 0.0047965167882076864 -0.001168888938788583 -0.004562812820315721 0.00046729057696833686 -0.00073619049688060498 0.0046463378377332634 -0.0028937637918153934 -0.0050445481760492527
leaf_weight=1909 60 86 72 70 47 47 73 51 46 47 72 75 56 294 64 155 46 47 47 51 57 46 47 46 55 47
leaf_count=1909 60 86 72 70 47 47 73 51 46 47 72 75 56 294 64 155 46 47 47 51 57 46 47 46 55 47
internal_value=0 0.000993868 0.000290256 -0.000512884 -0.000143024 7.84799e-05 -0.000619618 0.000537424 -0.000334083 0.00166933 -0.00103713 -0.000720491 -0.00164376 -0.000658269 0.00062511 -0.000483069 -0.000825396 0.000925327 8.71689e-06 0.00168372 -6.68996e-05 -0.00230841 4.49416e-05 0.00191733 -4.33038e-05 -0.00330528
internal_weight=0 335 275 203 3378 2305 1073 284 233 139 789 716 425 350 291 219 92 133 2258 98 2160 103 2057 93 1964 94
internal_count=3713 335 275 203 3378 2305 1073 284 233 139 789 716 425 350 291 219 92 133 2258 98 2160 103 2057 93 1964 94
is_linear=0
shrinkage=0.0995203


Tree=2664
num_leaves=14
num_cat=0
split_feature=6 3 27 8 8 8 8 4 8 3 2 3 26
split_gain=0.0343474 0.0582716 0.0296395 0.0242702 0.0679497 0.0589705 0.0518599 0.0607863 0.0464273 0.045415 0.0897738 0.0703715 0.0420922
threshold=0.14653500000000005 0.10850000000000003 -0.086859999999999993 -0.084554999999999991 -0.085289999999999991 -0.085764999999999994 -0.083849999999999994 0.13424500000000003 -0.086489999999999997 0.087045000000000025 -0.083769999999999997 0.087625000000000022 0.085355000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 8 -5 9 12 10 -8 -11 -4
right_child=1 -3 3 6 -6 -7 7 -9 -10 11 -12 -13 -14
leaf_value=-0.001910071500698045 0.00092442675150122627 -0.0031993067701584325 -0.00060714399275800318 0.0026852958806324548 -0.0028460690068652355 0.0031273194384171606 -0.00037642604002074249 0.0030212601739758736 -0.0023371998700881433 -0.0035155673197106311 0.0026341102372946551 1.2744216408258714e-05 0.00063446942765239887
leaf_weight=73 57 83 550 88 91 56 202 74 91 58 190 1601 532
leaf_count=73 57 83 550 88 91 56 202 74 91 58 190 1601 532
internal_value=0 -0.00151451 7.42179e-05 0.00011545 -0.000221924 -2.69553e-05 0.000317054 0.000218596 -0.000178241 0.000117077 0.00108067 -0.000110115 2.57848e-06
internal_weight=0 140 3606 3533 1320 1229 2213 2125 1173 2051 392 1659 1082
internal_count=3746 140 3606 3533 1320 1229 2213 2125 1173 2051 392 1659 1082
is_linear=0
shrinkage=0.0995203


Tree=2665
num_leaves=16
num_cat=0
split_feature=6 5 6 8 27 5 17 8 0 6 5 18 17 18 0
split_gain=0.0278277 0.0251171 0.0432021 0.0412761 0.0412267 0.0309295 0.065617 0.0693599 0.0562407 0.0550105 0.1363 0.0557815 0.122505 0.0918171 0.0172733
threshold=0.14653500000000005 0.51659500000000014 -0.03764 0.097995000000000013 -0.086859999999999993 0.054660000000000007 -0.0064000000000000003 -0.090809999999999988 -0.081674999999999984 0.10384500000000003 -0.040404999999999996 -0.090899999999999995 -0.015464999999999998 -0.089024999999999993 -0.067059999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 9 7 -7 -9 11 -11 12 -6 -13 -2
right_child=14 2 3 -5 5 6 -8 8 -10 10 -12 13 -14 -15 -16
leaf_value=-0.0026439820258328706 -0.00016222059934123737 0.0034843493421460856 0.0019666268698086751 -0.0020220409399838444 -0.00017511539184048927 0.0026435216678498538 -0.0030476534635146425 -0.002632002684035982 -4.9709759504895473e-05 -0.0014241879999789498 0.0046188754550151026 -0.0040974746860096478 0.0048418608998250841 5.4098035720359507e-05 -0.0023931415197973888
leaf_weight=57 65 57 54 49 131 76 90 105 412 64 87 54 76 2294 75
leaf_count=57 65 57 54 49 131 76 90 105 412 64 87 54 76 2294 75
internal_value=0 6.68092e-05 0.00128579 6.11574e-05 9.97367e-06 5.48525e-05 -0.000543251 -0.000161776 -0.000575744 0.000206118 0.00205216 9.66967e-05 0.00166291 -4.10325e-05 -0.0013632
internal_weight=0 3606 160 103 3446 3389 683 593 517 2706 151 2555 207 2348 140
internal_count=3746 3606 160 103 3446 3389 683 593 517 2706 151 2555 207 2348 140
is_linear=0
shrinkage=0.0995203


Tree=2666
num_leaves=13
num_cat=0
split_feature=10 0 5 8 2 5 8 27 7 6 8 1
split_gain=0.0238474 0.0307477 0.0279333 0.0592125 0.0804478 0.0381253 0.121136 0.0398789 0.0416511 0.0240238 0.0300001 0.0253676
threshold=0.090005000000000016 -0.040384999999999997 0.5124350000000002 -0.068904999999999994 -0.095204999999999998 0.40249000000000007 -0.067719999999999989 -0.086859999999999993 0.086645000000000028 0.14653500000000005 -0.077074999999999991 -0.035694999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 7 -7 -1 9 10 -9 -11
right_child=1 -3 3 4 -6 6 -8 8 -10 11 -12 -13
leaf_value=-0.0025815277424757603 0.0002322986351598486 -0.0033910259892740036 0.0042072380179406432 0.0030028798892655609 -0.0018028842539199357 -0.0050559280770095198 0.0011278702439162576 -0.00013982672657245182 0.002812427770049036 0.00014119873282490114 0.00049629875922035255 -0.0028028088291461679
leaf_weight=56 46 46 49 59 83 58 68 1925 55 56 1186 59
leaf_count=56 46 46 49 59 83 58 68 1925 55 56 1186 59
internal_value=0 -0.00157047 5.17898e-05 0.00122348 0.000188112 -1.25981e-05 -0.00171214 5.13289e-05 9.6516e-05 4.99586e-05 0.000102419 -0.00136209
internal_weight=0 92 3654 191 142 3463 126 3337 3281 3226 3111 115
internal_count=3746 92 3654 191 142 3463 126 3337 3281 3226 3111 115
is_linear=0
shrinkage=0.0995203


Tree=2667
num_leaves=17
num_cat=0
split_feature=20 20 20 6 21 21 0 5 0 20 18 18 5 29 27 26
split_gain=0.0216897 0.0733933 0.0536713 0.0591146 0.0729192 0.109966 0.0750874 0.0325013 0.0653305 0.0438449 0.037102 0.0320952 0.0311547 0.02604 0.0381204 0.019937
threshold=-0.086134999999999989 -0.085144999999999985 -0.089994999999999992 -0.093155000000000002 0.089505000000000015 0.11347500000000002 -0.080614999999999992 0.5124350000000002 -0.054850000000000003 -0.083495 -0.24085499999999999 -0.10726999999999999 -0.013125 0.097705000000000028 -0.032854999999999995 0.081750000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 12 9 -9 -3 -11 -10 15 14 -12 -5
right_child=1 7 -4 4 5 -7 -8 8 11 10 13 -13 -14 -15 -16 -17
leaf_value=0.002771994754575186 0.0039214768668609755 -0.0026561223181419558 -0.0037157530513649991 0.0016222618714354486 -0.0053928178805225935 0.00072732524118518794 0.0030168906829871689 0.0039243168833329577 -0.0012779621522576088 -0.002334138434291077 0.0029559705766237006 0.0020524992294399867 -0.0028993690382916985 -0.0019312499965900914 6.7190103045480662e-05 -0.0012337038137854256
leaf_weight=55 49 62 50 46 67 51 70 63 76 65 46 46 52 63 2834 51
leaf_count=55 49 62 50 46 67 51 70 63 76 65 46 46 52 63 2834 51
internal_value=0 9.83652e-05 -0.000643924 -0.00025002 -0.000745657 -0.00274073 0.000325579 4.05614e-05 0.00132174 -3.63766e-05 1.73487e-05 -1.55041e-05 -0.000933303 6.95626e-05 0.000113615 0.000112232
internal_weight=0 3304 442 392 337 118 219 3255 185 3070 3008 122 149 2943 2880 97
internal_count=3746 3304 442 392 337 118 219 3255 185 3070 3008 122 149 2943 2880 97
is_linear=0
shrinkage=0.0995203


Tree=2668
num_leaves=18
num_cat=0
split_feature=29 21 5 18 18 18 21 18 20 3 20 20 26 26 21 26 6
split_gain=0.0780591 0.0445879 0.0936917 0.0320618 0.0268025 0.0976762 0.177231 0.247012 0.0587667 0.0775549 0.0551639 0.0642293 0.0883906 0.0641486 0.0542899 0.0503166 0.0354095
threshold=0.12669500000000003 -0.091869999999999993 -0.041054999999999994 0.26473000000000008 1.0000000180025095e-35 0.090025000000000022 0.087410000000000029 0.088250000000000009 -0.055879999999999992 0.11553000000000002 -0.094259999999999997 -0.08323499999999999 -0.025024999999999999 0.083885000000000029 0.091135000000000022 0.11699500000000003 -0.070010000000000003
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 10 6 7 -6 9 -7 13 12 -12 16 -10 -13 -3
right_child=-2 3 -4 -5 5 8 -8 -9 14 -11 11 15 -14 -15 -16 -17 -18
leaf_value=-0.000403802353980912 -0.0037209683764242666 -0.00098812818653210206 0.0056216235157930776 -0.001899612052468426 0.0017816883358904986 0.00032572770168525351 -0.0023375966734937295 0.0096905898667812608 -4.1135419806593099e-05 0.0050140272091632942 -0.00096422350514161696 0.00014338658430206841 0.0036045413603778315 0.0010723343106257823 -0.002615494220532684 -0.0018845327356355167 -0.004492349757563914
leaf_weight=57 50 51 46 72 196 138 69 49 416 47 65 1997 117 57 101 129 67
leaf_count=57 50 51 46 72 196 138 69 49 416 47 65 1997 117 57 101 129 67
internal_value=0 0.000237151 0.00227922 0.000178022 0.000221008 0.000651662 0.00211069 0.00336681 0 0.00152124 4.44618e-05 0.00017395 0.00196834 -0.00165862 -0.00054564 1.99528e-05 -0.00298475
internal_weight=0 3674 103 3571 3499 1016 314 245 702 185 2483 2308 182 175 517 2126 118
internal_count=3724 3674 103 3571 3499 1016 314 245 702 185 2483 2308 182 175 517 2126 118
is_linear=0
shrinkage=0.0995203


Tree=2669
num_leaves=10
num_cat=0
split_feature=29 21 5 18 5 8 4 2 6
split_gain=0.0632965 0.0361227 0.076005 0.0259998 0.0241376 0.0564561 0.0439783 0.0784112 0.0745876
threshold=0.12669500000000003 -0.091869999999999993 -0.041054999999999994 0.26473000000000008 -0.55105499999999996 -0.49499500000000002 0.10495500000000003 0.10274500000000002 -0.097850000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -6 7 -7 -8
right_child=-2 3 -4 -5 5 6 8 -9 -10
leaf_value=-0.00036361589446782616 -0.003350656855921676 0.0023935486872759385 0.005062158759034153 -0.0017105622729024592 -0.0024279048788389324 0.00017308542527220928 -0.00013731134255672668 -0.0027800176191428824 0.0022624726088725611
leaf_weight=57 50 49 46 72 81 2765 252 92 260
leaf_count=57 50 49 46 72 81 2765 252 92 260
internal_value=0 0.000213505 0.0020516 0.000160259 0.00019899 0.000167583 0.000230229 7.77042e-05 0.00107973
internal_weight=0 3674 103 3571 3499 3450 3369 2857 512
internal_count=3724 3674 103 3571 3499 3450 3369 2857 512
is_linear=0
shrinkage=0.0995203


Tree=2670
num_leaves=9
num_cat=0
split_feature=23 24 4 2 20 4 20 11
split_gain=0.0569698 0.0379785 0.03288 0.0545662 0.0392335 0.051921 0.0520593 0.0269273
threshold=-0.065019999999999981 0.098635000000000014 0.13980000000000004 0.31852000000000008 -0.240845 0.13146500000000003 -0.15498999999999999 -0.065469999999999987
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -4
right_child=1 -3 7 -5 5 -7 -8 -9
leaf_value=-0.002770721605780888 0.0024313134410461853 -0.0025785106772407214 0.00028681956627367867 -0.0026937599457120395 -0.0030422616347211143 -0.0024562270488506228 0.00029255471106539991 0.0034083249919472252
leaf_weight=65 79 48 53 64 47 72 3238 58
leaf_count=65 79 48 53 64 47 72 3238 58
internal_value=0 0.000200991 0.000238165 0.000184427 0.000238275 0.000186422 0.000244593 0.00192525
internal_weight=0 3659 3611 3500 3436 3357 3285 111
internal_count=3724 3659 3611 3500 3436 3357 3285 111
is_linear=0
shrinkage=0.0995203


Tree=2671
num_leaves=13
num_cat=0
split_feature=4 38 21 5 5 5 21 5 17 1 5 17
split_gain=0.0564048 0.0294856 0.0380287 0.0748117 0.0354233 0.149511 0.0648185 0.149374 0.0834297 0.0583606 0.0607189 0.0361988
threshold=0.15730000000000002 -0.081409999999999996 -0.091869999999999993 -0.065999999999999989 -0.082179999999999989 -0.086109999999999992 0.087410000000000029 -0.095169999999999991 -1.0000000180025095e-35 0.078505000000000019 -0.07965499999999999 -0.0073949999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -8 -4 10 -6 -12
right_child=-2 2 4 -5 9 -7 7 -9 -10 -11 11 -13
leaf_value=-0.0018581199668890748 -0.0032545440673094647 -0.00044788590804876961 0.0029851096479945119 0.0050738558274885789 -0.0036994352003025988 0.005744620543734022 0.00018034741897122062 -0.0052366281572557884 0.00032878899032744044 0.0032201814971037899 0.00022481485664833768 -0.00060962179140954312
leaf_weight=69 48 51 158 46 46 54 345 59 456 53 1574 765
leaf_count=69 48 51 158 46 46 54 345 59 456 53 1574 765
internal_value=0 0.000178509 0.000217696 0.00216223 0.000163725 0.00064056 0.00036901 -0.00060872 0.00101367 -4.56062e-05 -0.000118523 -4.77484e-05
internal_weight=0 3676 3607 97 3510 1072 1018 404 614 2438 2385 2339
internal_count=3724 3676 3607 97 3510 1072 1018 404 614 2438 2385 2339
is_linear=0
shrinkage=0.0995203


Tree=2672
num_leaves=14
num_cat=0
split_feature=18 5 20 2 0 20 6 20 0 0 3 0 18
split_gain=0.036152 0.0246333 0.0276646 0.0638455 0.0630303 0.0621222 0.0473374 0.059163 0.0488062 0.0369393 0.15377 0.0366757 0.0250059
threshold=-0.45171999999999995 -0.54885499999999998 -0.083404999999999993 0.094050000000000022 -0.14574499999999999 -0.08231999999999999 -0.031674999999999995 -0.10068000000000001 -0.085684999999999997 -0.225295 0.090595000000000023 -0.16132499999999997 -0.40801999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 -6 -8 10 -7 -11 -13
right_child=1 2 5 -5 6 9 8 -9 -10 11 -12 12 -14
leaf_value=-0.0021559331852891365 -0.0019575741276214595 -0.0032273848597272514 -0.0030467322935145576 0.003416592839112673 -0.00079675533908917363 0.0026705756449882261 -0.0024257664391979898 0.003292596886422753 0.00064952693365578115 0.0022514728391877263 -0.0047725316303634377 0.0022354870532272403 -3.246588933505339e-05
leaf_weight=78 62 46 68 74 51 46 70 110 189 74 68 49 2769
leaf_count=78 62 46 68 74 51 46 70 110 189 74 68 49 2769
internal_value=0 9.04669e-06 4.30116e-05 0.000700107 0.000266976 -7.21519e-05 0.000651642 0.00199213 -0.000178473 -4.59032e-06 -0.00176199 6.44018e-05 6.67931e-06
internal_weight=0 3676 3614 540 466 3074 420 161 259 3006 114 2892 2818
internal_count=3754 3676 3614 540 466 3074 420 161 259 3006 114 2892 2818
is_linear=0
shrinkage=0.0995203


Tree=2673
num_leaves=13
num_cat=0
split_feature=10 10 29 9 9 9 2 9 9 9 6 20
split_gain=0.0325131 0.0313749 0.0238125 0.0312844 0.0491154 0.0246784 0.0677333 0.0534274 0.035093 0.0400117 0.023615 0.0219057
threshold=0.090005000000000016 0.087405000000000024 0.12951500000000005 0.11408000000000003 0.13642500000000005 0.10227500000000002 -0.068279999999999993 0.10706000000000003 0.099125000000000033 0.09697500000000002 -0.07150999999999999 -0.049389999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 11 8 7 -7 9 -1 -6 -5
right_child=-2 -3 -4 4 10 6 -8 -9 -10 -11 -12 -13
leaf_value=-4.832550838192193e-05 -0.0019117197913158734 0.0025961079316869006 0.0022301201486047044 0.0010327332737286785 -0.002156519463297645 -0.0018369766445528197 -0.0044581514765450756 0.0026094210374662755 0.0021075724840081793 -0.0020434684537283523 0.00090198421249164059 0.0037377378517290082
leaf_weight=3019 89 46 46 58 47 64 48 46 72 103 53 63
leaf_count=3019 89 46 46 58 47 64 48 46 72 103 53 63
internal_value=0 1.3233e-05 -1.9371e-05 -4.85608e-05 0.00109793 -0.000124394 -0.00133876 1.49843e-05 -6.4066e-05 -0.000114411 -0.000527327 0.00244789
internal_weight=0 3665 3619 3573 221 3352 158 110 3194 3122 100 121
internal_count=3754 3665 3619 3573 221 3352 158 110 3194 3122 100 121
is_linear=0
shrinkage=0.0995203


Tree=2674
num_leaves=9
num_cat=0
split_feature=18 10 10 7 10 1 29 6
split_gain=0.0288107 0.0276491 0.0245869 0.0283977 0.0391576 0.0739829 0.0269284 0.0388753
threshold=-0.45171999999999995 0.090005000000000016 0.087275000000000019 0.086645000000000028 1.0000000180025095e-35 -0.16272499999999998 0.12330000000000002 -0.25061999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 -2
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.0019217003902072135 -0.0013265083984197756 -0.001721464936886996 0.0022683940387163335 0.002117425772220214 0.00075736251911105257 -0.0040410733471829864 0.0022759420077109217 0.00010174327072017287
leaf_weight=78 201 89 49 63 61 66 53 3094
leaf_count=78 201 89 49 63 61 66 53 3094
internal_value=0 1.1e-05 5.42139e-05 2.33169e-05 -1.44127e-05 -0.00172987 5.04153e-05 1.43693e-05
internal_weight=0 3676 3587 3538 3475 127 3348 3295
internal_count=3754 3676 3587 3538 3475 127 3348 3295
is_linear=0
shrinkage=0.0995203


Tree=2675
num_leaves=10
num_cat=0
split_feature=18 10 10 7 2 0 26 17 17
split_gain=0.0233626 0.0224211 0.0200223 0.0230058 0.0355144 0.0395245 0.0372956 0.0156289 0.0148085
threshold=-0.45171999999999995 0.090005000000000016 0.087405000000000024 0.086645000000000028 -0.14264999999999997 -0.01213 -0.25943499999999997 -0.42946499999999999 -0.23400499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 -8 -7
right_child=1 -3 -4 -5 6 8 7 -9 -10
leaf_value=-0.0017304524520297094 -0.0030433942558392604 -0.0015501444043129699 0.002111991901418411 0.0019066991984801015 0.0026543038169067829 -0.0012853410698701424 0.00069526079481148698 -5.3032071964994127e-05 0.0012262715985647311
leaf_weight=78 79 89 46 63 54 46 305 2947 47
leaf_count=78 79 89 46 63 54 46 305 2947 47
internal_value=0 9.92745e-06 4.88639e-05 2.18313e-05 -1.20756e-05 -0.00140651 6.02243e-05 1.68974e-05 -7.22904e-06
internal_weight=0 3676 3587 3541 3478 172 3306 3252 93
internal_count=3754 3676 3587 3541 3478 172 3306 3252 93
is_linear=0
shrinkage=0.0995203


Tree=2676
num_leaves=15
num_cat=0
split_feature=29 2 3 4 8 1 1 2 7 2 2 0 1 3
split_gain=0.0473234 0.0518978 0.0222031 0.0673137 0.10456 0.0835273 0.0741875 0.238864 0.0558426 0.0622588 0.0830582 0.0515794 0.0502903 0.0428349
threshold=0.12737000000000004 0.41061500000000012 0.11492500000000001 0.10713500000000002 -0.01187 0.27998000000000006 -0.11064999999999998 0.10003000000000002 1.0000000180025095e-35 -0.14264999999999997 -0.080329999999999999 -0.093765000000000001 0.50644500000000015 0.096510000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 11 6 13 -8 9 -4 -11 -5 -12 -1
right_child=-2 -3 8 4 -6 -7 7 -9 -10 10 12 -13 -14 -15
leaf_value=0.00031317697103964314 -0.0031080225806048951 0.0024656508887062846 -0.0032483318110041164 0.0023304095989257899 -0.0046229582877618759 0.00403475808501486 -0.00017477408950182047 -0.0074162875334394781 0.0036268732084953508 0.0039443785057053354 0.00043133171404544351 -0.002080567777601976 -0.003026570607931729 0.0024787404944428991
leaf_weight=226 49 83 47 52 83 49 2370 46 52 62 366 53 47 152
leaf_count=226 49 83 47 52 83 49 2370 46 52 62 366 53 47 152
internal_value=0 5.0583e-06 -5.13663e-05 -0.000159053 -0.00198295 -3.81558e-05 -0.000109878 -0.00031299 0.000515847 0.000204367 0.000547727 9.61199e-05 3.5835e-05 0.00118615
internal_weight=0 3688 3605 3031 188 2843 2794 2416 574 522 475 105 413 378
internal_count=3737 3688 3605 3031 188 2843 2794 2416 574 522 475 105 413 378
is_linear=0
shrinkage=0.0995203


Tree=2677
num_leaves=17
num_cat=0
split_feature=29 2 6 6 6 8 2 0 0 5 3 0 6 1 1 5
split_gain=0.038374 0.0420805 0.0232087 0.0774434 0.0565262 0.0933339 0.129882 0.0482448 0.139469 0.0969891 0.0907913 0.0718153 0.0461891 0.0225594 0.0746038 0.0446448
threshold=0.12737000000000004 0.41061500000000012 0.087670000000000012 0.088055000000000022 0.085570000000000021 -0.085764999999999994 -0.086440000000000003 -0.082885 -0.084369999999999987 -0.018754999999999997 0.086535000000000015 -0.071799999999999989 0.08481000000000001 0.066150000000000028 0.081675000000000011 0.6362850000000001
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 -7 8 9 -5 -9 -12 13 15 -15 -1
right_child=-2 -3 3 7 5 6 -8 10 -10 -11 11 -13 -14 14 -16 -17
leaf_value=-3.6574490773961752e-05 -0.0027987117013795471 0.0022202689025953579 -0.0042986430232616361 -0.0018362691577260544 -0.0006550927262700979 -1.6005876210056459e-05 0.0071626174958295576 -0.0049375013733282134 0.0046901950506812798 0.0021557192973502047 -0.0011663498760059886 0.001010427325360848 -0.0027861327574730857 0.0043138351765901811 0.00024939712391427825 -0.0031475367281538426
leaf_weight=1664 49 83 49 159 83 46 54 47 70 97 431 230 58 49 521 47
leaf_count=1664 49 83 49 159 83 46 54 47 70 97 431 230 58 49 521 47
internal_value=0 4.57699e-06 -4.62091e-05 -0.000431711 0.000119009 0.00180347 0.00385227 -0.00024767 0.00075292 -0.000320482 -0.00070955 -0.000407685 -1.2431e-05 5.77383e-05 0.000600233 -0.000122509
internal_weight=0 3688 3605 1083 2522 183 100 1034 326 256 708 661 2339 2281 570 1711
internal_count=3737 3688 3605 1083 2522 183 100 1034 326 256 708 661 2339 2281 570 1711
is_linear=0
shrinkage=0.0995203


Tree=2678
num_leaves=11
num_cat=0
split_feature=4 9 21 11 1 1 20 0 4 4
split_gain=0.0475863 0.0702814 0.0219832 0.0328175 0.0346232 0.0700059 0.0360339 0.0335984 0.114352 0.035876
threshold=0.15730000000000002 -0.26414499999999996 -0.096850000000000006 -0.15300499999999997 0.073820000000000011 0.10055500000000002 -0.048779999999999997 -0.22163999999999998 0.087495000000000031 0.10619500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 -6 -7 8 -5 -9
right_child=-2 2 3 4 5 6 -8 9 -10 -11
leaf_value=0.0037953175330562817 -0.0031098636621208612 -0.0016007261910005374 -0.0021647809320315481 -0.0054786593344607276 0.0040994914591787014 0.0015992852741422733 -0.00019517637504211336 5.7114532371546521e-05 0.0015286290992205559 -0.0014178088098560295
leaf_weight=48 49 87 68 46 56 164 340 2659 46 174
leaf_count=48 49 87 68 46 56 164 340 2659 46 174
internal_value=0 1.18899e-05 -3.77766e-05 2.63984e-07 4.27437e-05 0.000759812 0.000387112 -9.42613e-05 -0.00196612 -3.31848e-05
internal_weight=0 3688 3640 3553 3485 560 504 2925 92 2833
internal_count=3737 3688 3640 3553 3485 560 504 2925 92 2833
is_linear=0
shrinkage=0.0995203


Tree=2679
num_leaves=17
num_cat=0
split_feature=7 2 7 8 8 2 18 18 5 6 6 2 2 2 6 6
split_gain=0.0420659 0.0807473 0.0344895 0.023445 0.116091 0.063269 0.0479358 0.0513027 0.111448 0.0387066 0.028969 0.0274814 0.168835 0.0819345 0.079216 0.0386276
threshold=0.085015000000000021 -0.13535499999999998 0.069395000000000026 -0.092299999999999993 -0.091284999999999991 0.50951500000000005 -1.0000000180025095e-35 0.10189500000000003 -0.087969999999999993 0.089430000000000023 -1.0000000180025095e-35 -0.086050000000000001 -0.086414999999999992 -0.085599999999999996 0.089165000000000022 0.090195000000000011
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 10 8 -8 -9 -1 12 14 -13 -6 -15
right_child=1 -3 -4 4 11 -7 7 9 -10 -11 -12 13 -14 15 -16 -17
leaf_value=3.7817268408661678e-05 0.00082376359183722759 -0.0049669644918599572 0.0022821227110180818 -0.004787830347322242 -0.00044429445207783846 0.0040654413177782641 0.00027471440800275638 -0.0027049639760230258 0.0045371718034659262 0.0010583344027027288 -0.0033360163714615454 -0.0037885677948908654 0.0060042424008225409 0.00013703557197718031 0.002247371459073548 -0.00082225676591795194
leaf_weight=48 47 48 66 52 564 47 245 65 81 46 52 62 51 1563 134 566
leaf_count=48 47 48 66 52 564 47 245 65 81 46 52 62 51 1563 134 566
internal_value=0 -0.00209346 2.775e-05 -1.36287e-05 -0.000126433 0.000562898 0.000254819 0.000705939 0.0013363 -0.00113802 -0.00170839 -4.37079e-05 0.000476345 -0.000221863 7.1271e-05 -0.00011761
internal_weight=0 95 3642 3576 2992 584 537 437 326 111 100 2940 749 2191 698 2129
internal_count=3737 95 3642 3576 2992 584 537 437 326 111 100 2940 749 2191 698 2129
is_linear=0
shrinkage=0.0995203


Tree=2680
num_leaves=17
num_cat=0
split_feature=35 21 5 5 26 26 0 5 21 11 2 2 4 0 20 6
split_gain=0.0334423 0.0395751 0.0437759 0.0601039 0.0562397 0.125983 0.0543726 0.0537726 0.0511732 0.0494275 0.0469737 0.129375 0.0436418 0.0399312 0.0355485 0.0334959
threshold=0.004000000000000001 -0.091104999999999992 0.23932500000000004 0.27139000000000008 0.090625000000000025 0.094025000000000011 -0.064859999999999987 0.40249000000000007 -0.085914999999999991 -0.38234499999999999 0.092170000000000016 0.10166000000000001 0.13699000000000003 -0.065519999999999981 -0.083404999999999993 -0.0062199999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 8 6 7 -6 -4 -5 -3 -10 12 -12 -11 -7 -9 -1
right_child=-2 2 3 4 5 13 -8 14 9 10 11 -13 -14 -15 -16 -17
leaf_value=-0.0035420372982419399 -0.0027420986702935243 0.0032591616950929394 -0.00094071010036419784 0.0035066673065920128 -0.0059901188530223142 0.0020616766910196466 -0.0050000164924845275 -0.0023935794466983708 0.0032446250353659559 0.00026217760616223672 -0.0059425845338584296 -0.00027942284296819355 -0.002649078509328601 -0.0017293342890816335 0.00072286854160760598 -0.00015887550698147086
leaf_weight=58 46 52 80 54 47 55 56 48 49 2548 46 307 52 55 148 59
leaf_count=58 46 52 80 54 47 55 56 48 49 2548 46 307 52 55 148 59
internal_value=0 -4.16619e-05 1.67027e-05 -0.00080641 -0.000198982 -0.0016768 -0.00261821 0.000725811 0.00016332 0.000109422 5.71211e-05 -0.00101972 0.000203638 0.000158729 -3.61669e-05 -0.001843
internal_weight=0 3714 3597 543 407 157 136 250 3054 3002 2953 353 2600 110 196 117
internal_count=3760 3714 3597 543 407 157 136 250 3054 3002 2953 353 2600 110 196 117
is_linear=0
shrinkage=0.0995203


Tree=2681
num_leaves=15
num_cat=0
split_feature=12 21 3 21 18 2 0 0 0 0 21 8 0 8
split_gain=0.029259 0.0240133 0.0458916 0.0307305 0.0817405 0.0741068 0.059509 0.0614591 0.0561436 0.0489455 0.0615207 0.0324354 0.0691679 0.037468
threshold=0.094205000000000025 -0.091104999999999992 0.092635000000000023 -0.014264999999999998 -0.085709999999999995 -0.00070500000000000001 -0.085794999999999996 -0.081674999999999984 -0.23177499999999998 -0.16423499999999999 0.090285000000000018 -0.088144999999999987 -0.084154999999999994 -0.087444999999999995
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 -8 -5 10 -10 12 -11 -13
right_child=-2 3 -4 8 5 -7 7 -9 9 11 -12 13 -14 -15
leaf_value=-0.0032592092396387124 -0.0022478266632336391 0.0040326807240088367 0.00070416969798472475 0.0029364980448859067 0.0030825555875550895 -0.0030016678965024447 -0.0021971544995000418 0.0023852726555090432 -0.0039661492887083545 0.0011368605594244865 0.00044218852958309313 -0.0025284922624640568 -0.0009042020343406692 -0.00017255234221056311
leaf_weight=63 60 67 53 60 83 58 73 48 72 530 55 69 238 2231
leaf_count=63 60 67 53 60 83 58 73 48 72 530 55 69 238 2231
internal_value=0 -3.19707e-05 -0.0014413 1.34153e-05 0.000930231 0.000133731 0.00102918 -0.000372566 -7.90006e-05 -0.000135886 -0.00205058 -5.63602e-05 0.000503278 -0.000243587
internal_weight=0 3700 116 3584 329 262 204 121 3255 3195 127 3068 768 2300
internal_count=3760 3700 116 3584 329 262 204 121 3255 3195 127 3068 768 2300
is_linear=0
shrinkage=0.0995203


Tree=2682
num_leaves=13
num_cat=0
split_feature=35 11 9 9 1 0 21 21 9 17 17 0
split_gain=0.0262339 0.0281363 0.0415623 0.0298157 0.0441621 0.0411942 0.0404929 0.0304787 0.0432957 0.0305596 0.0731631 0.049075
threshold=0.004000000000000001 -0.23394000000000001 -0.20504500000000001 0.11201500000000002 0.0022300000000000006 -0.065519999999999981 0.10254500000000003 -0.091104999999999992 0.083540000000000017 -0.086174999999999988 -0.082354999999999998 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 5 -5 -6 8 -4 11 -11 -9
right_child=-2 2 3 4 6 -7 -8 9 -10 10 -12 -13
leaf_value=0.0019027733676289726 -0.0024231194825023289 -0.0022452447038307996 -0.0038898587395684915 -0.0025199663054051155 0.0039104032976412569 0.0011559183263902888 0.00033202493624932768 -0.0036665291100802461 7.739323268066477e-05 0.0039726523832568673 8.1950501990010947e-05 -0.00033839871519328026
leaf_weight=73 46 85 50 50 71 76 57 46 59 49 2110 988
leaf_count=73 46 85 50 50 71 76 57 46 59 49 2110 988
internal_value=0 -3.13467e-05 -7.03495e-05 -1.81322e-05 0.00102061 -0.000296269 0.0023233 -9.82832e-05 -0.00173494 -4.2156e-05 0.000170632 -0.000487251
internal_weight=0 3714 3641 3556 254 126 128 3302 109 3193 2159 1034
internal_count=3760 3714 3641 3556 254 126 128 3302 109 3193 2159 1034
is_linear=0
shrinkage=0.0995203


Tree=2683
num_leaves=17
num_cat=0
split_feature=29 0 4 38 1 2 26 2 2 5 2 4 3 20 1 21
split_gain=0.0249829 0.0230156 0.0807322 0.041706 0.0297766 0.0530196 0.0296115 0.0395863 0.0671519 0.0591693 0.0293682 0.0684593 0.0741684 0.0421427 0.0309681 0.0316281
threshold=0.12951500000000005 -0.0033699999999999997 0.12061000000000001 -0.072014999999999996 -0.14482999999999999 -0.104295 1.0000000180025095e-35 -0.24151999999999998 -0.019910000000000001 0.26760500000000004 0.092170000000000016 0.10423500000000002 0.09587500000000003 -0.060199999999999997 -0.10771499999999999 -0.087465000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 5 -5 7 -3 -9 -10 14 12 -12 -13 -6 -16
right_child=-2 2 -4 4 10 -7 -8 8 9 -11 11 13 -14 -15 15 -17
leaf_value=0.0026219018845525517 0.0022496885823764861 -0.0015894056572411804 -0.0039260071315346361 -0.00094312504915543944 -0.0022100324937688485 0.0030001443901226245 -0.0018076448511085772 0.0040704420930215337 -0.0024499017531011179 0.0022791055169492625 -0.00034943749932568634 -0.0020329929556525523 -0.00546746026997816 0.0010873967500779737 -0.0015141232655454142 0.00011194170663253747
leaf_weight=59 46 67 68 57 62 82 78 56 55 50 55 63 58 134 124 2646
leaf_count=59 46 67 68 57 62 82 78 56 55 50 55 63 58 134 124 2646
internal_value=0 -8.34907e-05 -0.000823846 -3.43613e-07 -4.77472e-05 0.00137723 -0.000131801 0.000437924 0.00128668 -0.000190197 -0.000111048 -0.0010307 -0.00298363 8.53499e-05 -1.00903e-05 3.88548e-05
internal_weight=0 3714 374 3340 3281 139 306 228 161 105 3142 310 113 197 2832 2770
internal_count=3760 3714 374 3340 3281 139 306 228 161 105 3142 310 113 197 2832 2770
is_linear=0
shrinkage=0.0995203


Tree=2684
num_leaves=12
num_cat=0
split_feature=13 10 3 11 35 3 9 8 3 1 11
split_gain=0.0359376 0.0435676 0.0422428 0.0666037 0.0304348 0.0446355 0.128572 0.115929 0.0277916 0.0297707 0.0266453
threshold=0.089365000000000014 0.088820000000000024 0.15537500000000004 -0.364875 -0.076159999999999992 0.083725000000000022 0.085145000000000012 -0.087544999999999998 0.08400500000000001 0.26753500000000008 -0.085504999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 10 6 7 -6 -7 -10 -1
right_child=-2 -3 3 -5 5 8 -8 -9 9 -11 -12
leaf_value=-0.00028303545368403175 0.0027274367150561174 0.0020909765411540062 -0.00050519552805622218 0.0039956838337315758 -0.002934521531146411 -0.0025211150448744839 0.0054462796380126783 0.0023486799454550777 -0.00011093027829575993 -0.0012743714733578864 -0.0036727651236220242
leaf_weight=47 46 90 68 62 78 52 54 87 2871 236 46
leaf_count=47 46 90 68 62 78 52 54 87 2871 236 46
internal_value=0 -7.12839e-05 -0.000125553 0.00163508 -0.00019173 -0.000142572 0.00123078 -0.000143872 -0.00023804 -0.000199566 -0.00196848
internal_weight=0 3691 3601 130 3471 3378 219 165 3159 3107 93
internal_count=3737 3691 3601 130 3471 3378 219 165 3159 3107 93
is_linear=0
shrinkage=0.0995203


Tree=2685
num_leaves=15
num_cat=0
split_feature=5 13 1 4 17 4 17 3 26 4 4 0 0 8
split_gain=0.0359895 0.0300827 0.0327295 0.0499923 0.0444409 0.0269669 0.0517544 0.062655 0.100622 0.0498385 0.0417499 0.0404951 0.0313709 0.0288675
threshold=0.63455500000000009 0.089365000000000014 -0.49367499999999997 0.088435000000000027 -0.56137499999999996 0.11474000000000002 0.056905000000000011 0.13547000000000003 -0.057034999999999995 0.10724500000000002 0.13584500000000002 -0.23998999999999998 -0.22163999999999998 -0.082419999999999993
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 -7 11 -9 -4 -13 -11
right_child=-2 -3 5 4 -6 6 -8 10 -10 13 -12 12 -14 -15
leaf_value=0.00035750507822869223 0.0024050752656649662 0.002456001516963222 0.002816293750322052 -0.00051825324490748046 -0.0046822665944281725 -0.00050060809034609762 -0.001377436666620799 -0.0022152272129167868 0.005149773352018933 -0.00034872686334547329 0.0012517359807472088 -0.0019932630231863412 -4.1098826576078869e-05 -0.0035204765292442724
leaf_weight=89 59 46 48 46 58 50 85 53 82 51 98 84 2822 66
leaf_count=89 59 46 48 46 58 50 85 53 82 51 98 84 2822 66
internal_value=0 -7.23248e-05 -0.000104572 -0.00136577 -0.00284836 -3.35543e-05 0.000771182 0.00141942 0.00300328 -0.000130253 2.94332e-05 -5.01804e-05 -9.78093e-05 -0.00214492
internal_weight=0 3678 3632 193 104 3439 368 283 132 3071 151 2954 2906 117
internal_count=3737 3678 3632 193 104 3439 368 283 132 3071 151 2954 2906 117
is_linear=0
shrinkage=0.0995203


Tree=2686
num_leaves=17
num_cat=0
split_feature=17 3 3 20 17 26 7 26 5 3 3 4 6 4 1 1
split_gain=0.0305995 0.0647073 0.072773 0.138341 0.029866 0.0416513 0.0343633 0.0231894 0.0469691 0.048227 0.0442654 0.0270732 0.0586116 0.0549954 0.0276998 0.0210649
threshold=-0.53166999999999998 0.10920500000000002 0.098455000000000029 -0.011659999999999998 -0.47367999999999999 0.090020000000000031 0.089755000000000015 -0.09071499999999999 0.24444000000000005 0.08708500000000001 0.10325000000000002 0.13752500000000004 -0.25061999999999995 0.12719000000000005 0.41696500000000009 0.26846000000000009
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 7 8 9 -6 -11 13 -13 14 -9 -15
right_child=4 -3 -4 -5 6 -7 -8 11 -10 10 -12 12 -14 15 -16 -17
leaf_value=0.0053638299285134212 -0.004001871386778536 0.0033046402722642317 -0.0024913864781727219 -0.0020319806428643144 0.0036630105246096144 9.4320448995671146e-05 0.0021736779763962405 -0.00023144255818679949 -0.002177274823617889 -0.0007546126952444654 0.0022317668763204316 -0.00042356857208411557 0.003978046552946317 -0.001114623428376904 0.0014627546013687624 -0.0041574754718511743
leaf_weight=50 46 83 72 50 62 52 67 2688 47 118 84 79 48 46 99 46
leaf_count=50 46 83 72 50 62 52 67 2688 47 118 84 79 48 46 99 46
internal_value=0 0.00102227 -7.43449e-05 0.00165774 -0.000107031 -0.00182003 -5.71813e-05 -0.000102489 0.000715049 0.00123307 0.000483196 -0.000187344 0.00123359 -0.000250309 -0.000170967 -0.00264495
internal_weight=0 255 172 100 3482 98 3384 3317 311 264 202 3006 127 2879 2787 92
internal_count=3737 255 172 100 3482 98 3384 3317 311 264 202 3006 127 2879 2787 92
is_linear=0
shrinkage=0.0995203


Tree=2687
num_leaves=23
num_cat=0
split_feature=2 18 18 2 26 5 0 3 3 2 17 3 27 5 8 5 8 9 0 8 26 9
split_gain=0.0287848 0.110833 0.2112 0.0609905 0.0554733 0.0332606 0.0346142 0.027828 0.0744807 0.050955 0.0524706 0.0360454 0.0372714 0.0655206 0.0669293 0.062417 0.0316383 0.102239 0.113539 0.0636492 0.0746435 0.0743296
threshold=-0.10018999999999999 -0.025879999999999997 -0.11533 -0.13088999999999998 0.09032500000000003 -0.46834999999999999 0.032270000000000014 0.11492500000000001 0.11252000000000002 -0.080254999999999993 0.23832000000000006 0.10960500000000002 0.092265000000000028 -0.14822499999999997 -0.0061900000000000002 -0.092864999999999989 -0.071594999999999992 0.11351500000000002 -0.052884999999999995 -0.092299999999999993 -0.063069999999999987 -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
left_child=1 2 -1 4 5 -3 -7 8 11 -9 16 12 13 14 -2 -15 19 18 -18 21 -21 -11
right_child=7 3 -4 -5 -6 6 -8 9 -10 10 -12 -13 -14 15 -16 -17 17 -19 -20 20 -22 -23
leaf_value=-0.00080446780497706787 -0.00087625194780609433 -0.001094408619192363 0.006006835073228755 -0.0035763169429754446 -0.0023945589435391814 0.0036555844411460836 0.00015675456792398898 0.003563540872757068 -0.0032378935237032977 0.0025240531399621639 0.0033868486235183693 0.0020063735851909253 0.0020788595610541079 0.001410827581251459 -0.0046790130129551535 -0.00031000842646156888 0.0045235382699956757 -0.0018772913234983803 -0.0013692216372333914 0.00030700608056891967 -0.0048221320009189349 -0.0019416846677464178
leaf_weight=89 179 46 91 53 60 62 52 49 81 82 47 73 67 233 62 2000 91 89 50 49 65 67
leaf_count=89 179 46 91 53 60 62 52 49 81 82 47 73 67 233 62 2000 91 89 50 49 65 67
internal_value=0 0.000716608 0.00263448 -0.000544922 0.000181648 0.00115284 0.00206681 -0.000129587 -0.000265218 0.000489612 0.000209166 -0.000172791 -0.000235718 -0.000298731 -0.00185795 -0.000130083 -9.21175e-05 0.000758542 0.0024281 -0.000839153 -0.00261032 0.000510476
internal_weight=0 453 180 273 220 160 114 3284 2695 589 540 2614 2541 2474 241 2233 493 230 141 263 114 149
internal_count=3737 453 180 273 220 160 114 3284 2695 589 540 2614 2541 2474 241 2233 493 230 141 263 114 149
is_linear=0
shrinkage=0.0995203


Tree=2688
num_leaves=21
num_cat=0
split_feature=17 8 2 4 2 17 26 17 5 4 5 21 3 2 4 4 4 5 5 3
split_gain=0.0411832 0.0415574 0.0622131 0.131947 0.0709194 0.0684312 0.114402 0.0642837 0.0594774 0.0503938 0.0414779 0.073172 0.101676 0.0644571 0.0393829 0.0846866 0.0610952 0.0356741 0.0741024 0.0606957
threshold=-0.067414999999999989 -0.51030999999999993 0.11995000000000003 0.11860000000000002 0.09556000000000002 -0.036600000000000001 0.093690000000000023 -0.030214999999999999 -0.01554 0.14154500000000006 -0.015214999999999999 0.087625000000000022 0.086015000000000022 -0.080914999999999987 0.10876500000000001 0.10343500000000001 0.09939000000000002 -0.0047599999999999995 -0.0016799999999999999 0.086535000000000015
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 4 -4 5 6 -3 -7 -9 -5 11 12 -1 -14 15 16 17 19 -19 -12
right_child=1 2 3 9 -6 7 -8 8 -10 -11 14 -13 13 -15 -16 -17 -18 18 -20 -21
leaf_value=-0.00046249661767673784 0.0022723242852037613 0.00036142405720298356 -0.0050283702444271113 0.0023923943865691599 0.0028673266816213105 0.0035726240972754134 -0.0050036353350779239 -0.00055184691953860763 0.00070794645957018561 -0.0017807388517069951 0.00059726313679733182 -0.00069143348337927723 0.0023684005741231554 0.0076421249391207882 0.0023370536680976071 -0.0029991766300751762 0.0037559193837112519 0.0041576938878996016 0.00012419143151251404 -0.0036383775516231984
leaf_weight=53 63 80 83 54 74 46 77 1307 518 61 71 83 47 46 79 84 48 48 760 63
leaf_count=53 63 80 83 54 74 46 77 1307 518 61 71 83 47 46 79 84 48 48 760 63
internal_value=0 -0.000247807 -0.000317193 -0.00200399 -0.000157914 -0.000268706 -0.00226463 -0.000100785 -0.000193824 0.000171701 0.000436116 0.00165997 0.00300233 0.00498571 0.000192334 3.38126e-05 0.000291984 0.000114609 0.000364819 -0.00138801
internal_weight=0 2363 2300 198 2102 2028 157 1871 1825 115 1382 229 146 93 1153 1074 990 942 808 134
internal_count=3745 2363 2300 198 2102 2028 157 1871 1825 115 1382 229 146 93 1153 1074 990 942 808 134
is_linear=0
shrinkage=0.0995203


Tree=2689
num_leaves=26
num_cat=0
split_feature=18 18 18 5 5 6 20 9 20 20 8 8 6 9 18 9 9 20 9 3 1 20 9 9 21
split_gain=0.0289987 0.0540475 0.0444627 0.0467995 0.0943666 0.07425 0.0356417 0.0353444 0.0310984 0.0443713 0.0829701 0.0707941 0.0567649 0.0493665 0.0428063 0.0967167 0.147585 0.126568 0.0860151 0.233777 0.133916 0.0544475 0.0414694 0.133714 0.08233
threshold=-0.10387 -0.098315 -0.11533 0.2686150000000001 0.51100000000000012 0.004915000000000001 -0.073489999999999986 0.091070000000000026 -0.078104999999999994 -0.049534999999999996 -0.049499999999999995 -0.080055000000000001 0.12386500000000002 1.0000000180025095e-35 -0.090254999999999988 0.083955000000000016 -0.0090649999999999984 -0.09280999999999999 0.085945000000000021 0.088605000000000017 -0.0090649999999999984 -0.085504999999999984 0.086070000000000021 0.085495000000000029 0.11266500000000003
decision_type=2 2 2 2 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 7 -1 -6 -5 14 10 11 13 22 -10 -3 16 21 -18 20 -20 -17 -16 23 -11 -24
right_child=1 8 -4 4 6 -7 -8 -9 9 12 -12 -13 -14 -15 15 18 17 -19 19 -21 -22 -23 24 -25 -26
leaf_value=-0.0029617973561009252 -0.0034502435730613371 0.0033882994379067703 0.0032722853789638583 0.0014242582605680822 -0.001982125359088511 0.0018757922309062907 0.00097872695095621359 0.0051404081493566589 0.00050294518541731613 1.5838573394118014e-05 -0.0041747805337083157 0.0027573216104217835 0.00319811369270808 -0.0038022723929051526 -0.002744927862107512 0.0013295778266505167 0.0011524538767971871 0.0076351569692971587 0.0062549388425028885 -0.00081162533583887869 -0.0053906798866785758 0.0017319152903374749 -0.00073063408297253582 0.0048216531547375365 0.0035618424022833962
leaf_weight=84 47 48 60 47 74 50 88 57 51 962 78 53 51 54 58 48 60 60 55 295 75 50 1133 61 46
leaf_count=84 47 48 60 47 74 50 88 57 51 962 78 53 51 54 58 48 60 60 55 295 75 50 1133 61 46
internal_value=0 -9.93981e-05 0.000744277 0.000363029 0.00112862 -0.00115062 -0.000368708 0.00346887 -5.05073e-05 -0.000219926 -0.00151843 -0.000201881 -8.35452e-05 -0.00170337 0.000511393 0.000313233 0.00199766 0.00440063 -0.000496978 0.000296497 -0.00276149 -0.000664736 -0.000159923 0.000303203 -0.000562464
internal_weight=0 3285 460 400 266 134 162 104 3238 2489 236 158 2253 105 749 701 228 120 473 350 123 108 2202 1023 1179
internal_count=3745 3285 460 400 266 134 162 104 3238 2489 236 158 2253 105 749 701 228 120 473 350 123 108 2202 1023 1179
is_linear=0
shrinkage=0.0995203


Tree=2690
num_leaves=31
num_cat=0
split_feature=17 0 18 18 6 18 2 2 2 9 9 17 21 17 17 1 18 18 0 4 26 0 26 1 26 8 17 17 4 17
split_gain=0.028422 0.0879627 0.0847964 0.0772534 0.0511808 0.0807683 0.0493718 0.159049 0.0927316 0.0814384 0.151609 0.10805 0.0835654 0.0919574 0.0738602 0.0687649 0.153174 0.136099 0.0682023 0.0576878 0.0455444 0.110621 0.10704 0.149179 0.0761906 0.17157 0.0475047 0.0471332 0.0428353 0.0408802
threshold=-0.062765000000000001 -0.20796499999999998 0.09729500000000002 0.19545000000000004 0.11642500000000001 -0.067359999999999989 -0.086050000000000001 -0.087129999999999999 -0.085209999999999994 0.086965000000000028 0.088085000000000011 0.059130000000000009 0.10168500000000003 -0.0077549999999999997 -0.040589999999999994 -0.007069999999999999 -0.011569999999999999 -0.084954999999999989 -0.13955999999999999 0.10801000000000002 0.086255000000000012 -0.052884999999999995 0.084645000000000012 -0.017214999999999998 0.0054200000000000012 -0.086064999999999989 -0.53166999999999998 -0.10337499999999999 0.10876500000000001 0.084010000000000015
decision_type=2 2 2 2 2 2 2 2 2 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 20 -4 6 -6 7 15 -8 12 11 -11 13 -10 -12 16 17 -2 -14 -17 22 26 24 -24 28 -26 -22 -28 -3 -7
right_child=4 2 3 -5 5 29 8 -9 9 10 14 -13 18 -15 -16 19 -18 -19 -20 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0042943462356379129 -0.0025133075423265138 -0.00044952707179595917 -0.0041769732558377499 0.00054903850952275652 0.0045907951527348907 0.0017853083852490358 -0.0046679050226113598 0.0048586832668782642 0.0028006083639034152 -0.0082578443080985695 -0.0039397359446961665 -0.0016189609659766771 -0.004441634375664698 7.9278950909673115e-05 -0.0003516093137773946 0.0030936720642823624 -0.0048605809272537345 0.0047585387930815133 0 -0.0009894725498281623 0.0044249844797198939 -0.0028376840549682661 0.00036808091671011999 -0.007237602953681377 -0.00066223381273623728 0.0071348517742500566 0.00056331259897815663 0.0028705712111767117 0.0022208168797550553 -0.0020353105290478748
leaf_weight=54 53 431 79 60 55 57 53 73 158 47 62 51 62 558 692 81 79 49 77 59 56 60 57 46 63 50 269 131 69 54
leaf_count=54 53 431 79 60 55 57 53 73 158 47 62 51 62 558 692 81 79 49 77 59 56 60 57 46 63 50 269 131 69 54
internal_value=0 0.000353804 0.000197999 -0.00213108 -0.000210884 0.00147199 -0.000340956 0.000665105 -0.000566642 -0.000438823 -0.00112761 -0.00481127 0.000246584 0.000680939 -0.00064774 -0.000286026 -0.00156919 0.000972005 -0.00198492 0.00136707 0.000461441 0.00117429 -5.1143e-05 -0.00302069 0.000446483 0.00278056 0.00170397 0.00132099 -7.93822e-05 -6.59962e-05
internal_weight=0 1425 1371 139 2320 166 2154 394 1760 1707 852 98 855 716 754 321 181 102 139 140 1232 516 716 103 613 113 456 400 500 111
internal_count=3745 1425 1371 139 2320 166 2154 394 1760 1707 852 98 855 716 754 321 181 102 139 140 1232 516 716 103 613 113 456 400 500 111
is_linear=0
shrinkage=0.0995203


Tree=2691
num_leaves=14
num_cat=0
split_feature=30 18 18 18 7 10 11 8 8 3 3 8 18
split_gain=0.0245152 0.0288272 0.0419969 0.0333584 0.0299001 0.0355099 0.0618214 0.0307136 0.0266286 0.0636092 0.0688912 0.0551451 0.0483462
threshold=-0.020805000000000001 -0.10387 -0.098315 -0.11533 0.083320000000000019 0.093790000000000026 0.083750000000000033 -0.48834 -0.071594999999999992 0.11492500000000001 0.098455000000000029 -0.083294999999999994 -0.18513499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 5 6 7 -4 11 10 12 -2 -10
right_child=1 2 4 -5 -6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.0022868646701844656 0.001364560969108312 -0.0030830911276217687 -0.0019886283507044699 0.00290409319292932 -0.0020494723568956594 -0.0027828006756476027 0.0036238843991445229 0 0.0039249557750043844 0.0031567919738669376 -0.0023540235144338313 -0.0027990724202897684 -0.00034201487257901812
leaf_weight=46 60 47 79 60 75 46 46 2949 47 87 78 66 59
leaf_count=46 60 47 79 60 75 46 46 2949 47 87 78 66 59
internal_value=0 -2.48211e-05 -0.000129344 0.000714884 -8.56368e-05 -3.81668e-05 2.63825e-06 -5.21038e-05 0.000381958 0.000939124 -0.000104999 -0.000809893 0.00154222
internal_weight=0 3699 3242 457 3195 3120 3074 3028 397 271 184 126 106
internal_count=3745 3699 3242 457 3195 3120 3074 3028 397 271 184 126 106
is_linear=0
shrinkage=0.0995203


Tree=2692
num_leaves=16
num_cat=0
split_feature=29 30 5 5 10 29 3 35 9 17 9 6 1 24 12
split_gain=0.0333057 0.0379888 0.0350189 0.0794772 0.0629588 0.0336808 0.0287228 0.0250208 0.0252362 0.0461309 0.0367422 0.0257236 0.0491362 0.023835 0.0100349
threshold=0.12951500000000005 0.098380000000000009 0.50609000000000015 0.51659500000000014 0.086165000000000019 -0.062399999999999997 0.11252000000000002 -0.075079999999999994 0.11408000000000003 0.026115000000000006 0.12188500000000002 0.12241500000000002 -0.050379999999999994 -0.066709999999999992 -0.011224999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 6 -3 -5 14 11 10 -10 13 -13 -9 -1
right_child=-2 5 3 4 -6 -7 -8 8 9 -11 -12 12 -14 -15 -16
leaf_value=-0.0026440756390012487 0.002551964350132079 -3.7167127708022914e-05 -0.004477909052745096 0.0026851219839710869 -0.0031253878307111122 -0.0036471908763172209 -0.00058185143754329617 -0.0019456401199884059 -0.0014692261505508074 0.0038804821127234696 0.0016967044283764769 -0.0037727572887133977 0.0003437469750038741 9.135749786319731e-05 -0.00053817566985726504
leaf_weight=46 47 48 57 59 48 56 48 58 65 47 82 51 65 2925 46
leaf_count=46 47 48 57 59 48 56 48 58 65 47 82 51 65 2925 46
internal_value=0 -0.000113519 -5.90682e-05 -0.00129993 -0.00012597 -0.0019889 0.00121191 1.84042e-05 6.38686e-05 0.00116501 0.000291234 -4.79998e-06 -0.00145904 5.14766e-05 -0.00160002
internal_weight=0 3701 3597 212 155 104 107 3385 3293 194 147 3099 116 2983 92
internal_count=3748 3701 3597 212 155 104 107 3385 3293 194 147 3099 116 2983 92
is_linear=0
shrinkage=0.0995203


Tree=2693
num_leaves=20
num_cat=0
split_feature=17 17 17 18 2 9 17 17 17 17 27 17 2 26 2 2 2 2 2
split_gain=0.0284625 0.0540038 0.0513241 0.0504889 0.0727358 0.102979 0.0451248 0.0678151 0.10148 0.101069 0.0383267 0.0530938 0.048447 0.0786476 0.0848844 0.0627318 0.0565947 0.0502916 0.0338658
threshold=-0.078119999999999995 -0.07107999999999999 -0.084209999999999993 -0.085709999999999995 -0.086934999999999998 0.084380000000000024 -0.065004999999999993 -0.043894999999999997 -0.036600000000000001 -0.021090000000000001 0.084480000000000013 -0.088525000000000006 -0.08237499999999999 0.086255000000000012 -0.085944999999999994 -0.081055000000000002 -0.077054999999999998 -0.095204999999999998 -0.083589999999999984
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 -3 -6 -5 -8 -9 -10 11 12 13 17 -15 -14 -17 -1 -7
right_child=1 3 -4 6 5 18 7 8 9 -11 -12 -13 15 14 -16 16 -18 -19 -20
leaf_value=0.00047951042739329301 0.002976501369039554 -0.0012746315078739183 -0.0029658787224152408 -0.0029997606260333842 0.006027949185298506 0.0024951932981845944 0.0027052318331599414 -0.0043645317340774625 0.0035528589187858828 -0.00017117059569285255 -0.0022705326588374759 0.0027441296184447929 -0.0038784359095079771 0.00044210080076802915 0.0046942437404330246 0.0013798307054477964 -0.0012089917640561454 -0.0020743842472852238 -0.00092914611996656668
leaf_weight=175 64 70 76 52 56 58 86 55 75 1917 90 60 65 140 70 111 337 135 56
leaf_count=175 64 70 76 52 56 58 86 55 75 1917 90 60 65 140 70 111 337 135 56
internal_value=0 0.000122801 -0.000457738 4.71491e-05 0.00141755 0.00253091 -0.000103001 -3.19973e-05 -0.000147396 -3.05476e-05 -0.000295914 -0.000132571 -0.000300452 0.000375351 0.00186338 -0.000987071 -0.000565737 -0.000630029 0.000805881
internal_weight=0 2489 1259 2425 240 170 2185 2133 2047 1992 1183 1093 1033 520 210 513 448 310 114
internal_count=3748 2489 1259 2425 240 170 2185 2133 2047 1992 1183 1093 1033 520 210 513 448 310 114
is_linear=0
shrinkage=0.0995203


Tree=2694
num_leaves=13
num_cat=0
split_feature=29 18 0 5 3 4 4 4 4 3 3 3
split_gain=0.0279227 0.0262553 0.0265343 0.0980669 0.104901 0.0343227 0.0569564 0.052899 0.079611 0.0268091 0.057034 0.0395261
threshold=0.12951500000000005 -0.45171999999999995 -0.20796499999999998 -0.079124999999999987 0.10749000000000002 0.10619500000000003 0.10876500000000001 0.11189500000000001 0.11474000000000002 0.14166500000000004 0.12461000000000003 0.11926500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 9 -7 -8 -9 10 11 -4
right_child=-2 2 5 -5 -6 6 7 8 -10 -11 -12 -13
leaf_value=-0.0019024888439753125 0.0023449795693562077 -0.0027285052298309785 -1.1336647620620201e-05 0.0044136449250414492 0.0031824230674162425 -0.0037701001405514769 0.002536666687591988 -0.0045428045866012711 -0.0003482532051074637 0.0023002101033680186 -0.0032586093441877954 0.0029299716660520073
leaf_weight=78 47 78 2752 60 48 59 51 51 375 50 53 46
leaf_count=78 47 78 2752 60 48 59 51 51 375 50 53 46
internal_value=0 -9.56284e-05 -5.65023e-05 0.00110082 -0.000470226 -0.000119371 -0.00085105 -0.000488277 -0.00085234 1.55346e-05 -2.42463e-05 3.67269e-05
internal_weight=0 3701 3623 186 126 3437 536 477 426 2901 2851 2798
internal_count=3748 3701 3623 186 126 3437 536 477 426 2901 2851 2798
is_linear=0
shrinkage=0.0995203


Tree=2695
num_leaves=14
num_cat=0
split_feature=18 21 21 3 0 5 3 8 9 3 11 2 0
split_gain=0.0220201 0.0220436 0.0551828 0.0696499 0.0326617 0.079079 0.0715072 0.0421092 0.0319922 0.0392206 0.056798 0.0405757 0.026314
threshold=-0.45171999999999995 0.11987500000000002 0.12742000000000003 0.13085500000000003 -0.16969499999999998 -0.079124999999999987 0.10749000000000002 -0.51030999999999993 -0.25326499999999996 0.14721500000000004 -0.37931999999999999 -0.073369999999999991 -0.046675000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 5 6 -2 -6 -9 11 -11 -10 -5
right_child=1 2 3 12 7 -7 -8 8 9 10 -12 -13 -14
leaf_value=-0.0017131526050742853 -0.0019844210813219102 -0.0039573646815331508 0.0018883638194106549 -0.0032860448916147309 0.0028277972914228953 0.0043334317266337224 0.0022106843266882798 -0.0024623665490990736 0.00011679885996622603 -0.0004424551071686461 0.0044107823549566763 -0.00071121016012813969 -0.00028410768969871673
leaf_weight=78 82 48 89 59 50 59 79 55 2197 48 47 799 58
leaf_count=78 82 48 89 59 50 59 79 55 2197 48 47 799 58
internal_value=0 -2.29621e-05 -0.00091757 -0.000205294 4.33177e-05 0.00121634 6.89622e-05 -3.71722e-05 -8.2966e-05 -4.0363e-05 0.00195 -0.000103749 -0.0018049
internal_weight=0 3670 254 206 3416 220 161 3196 3146 3091 95 2996 117
internal_count=3748 3670 254 206 3416 220 161 3196 3146 3091 95 2996 117
is_linear=0
shrinkage=0.0995203


Tree=2696
num_leaves=15
num_cat=0
split_feature=4 25 0 17 0 9 8 4 6 20 22 6 3 3
split_gain=0.0779702 0.0342811 0.0295954 0.0628204 0.0523881 0.0385131 0.0446988 0.0372966 0.0336025 0.0420365 0.0377207 0.0350811 0.0728011 0.044322
threshold=0.15615500000000004 0.096120000000000025 0.048265000000000009 -0.0082649999999999998 -0.0033699999999999997 0.095415000000000014 0.0017700000000000003 0.10495500000000003 -0.14765999999999999 -0.0039399999999999991 0.086035000000000014 -0.093749999999999986 0.094185000000000033 0.091225000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 8 6 -4 -6 9 -1 -11 12 -10 -13
right_child=-2 -3 3 -5 7 -7 -8 -9 11 10 -12 13 -14 -15
leaf_value=-0.0031038654067305233 0.0040072794252139776 0.0024890198843738414 0.00058681281135231534 0.0037249255231555974 -0.00027567882477467375 0.0021491882670196193 -0.003231258754023655 -0.0041602432586410375 0.0025995804505720517 -0.0011016851233228565 0.0015762686816178527 0.00040493682020818452 -0.00019776589626384168 -0.00042578503243059275
leaf_weight=69 51 58 82 66 48 65 48 51 166 181 73 1351 206 1202
leaf_count=69 51 58 82 66 48 65 48 51 166 181 73 1351 206 1202
internal_value=0 8.84513e-05 4.96344e-05 0.00107042 -2.97221e-05 0.000167771 -0.00081664 -0.00228509 3.87701e-05 -0.000924162 -0.000328814 0.000145384 0.00104831 1.34968e-05
internal_weight=0 3666 3608 261 3347 195 130 99 3248 323 254 2925 372 2553
internal_count=3717 3666 3608 261 3347 195 130 99 3248 323 254 2925 372 2553
is_linear=0
shrinkage=0.0995203


Tree=2697
num_leaves=9
num_cat=0
split_feature=4 11 8 9 10 4 4 8
split_gain=0.0632219 0.0169553 0.027552 0.0416173 0.0358494 0.0376382 0.0753844 0.0607097
threshold=0.15615500000000004 0.086705000000000018 -0.49499500000000002 -0.147755 0.09407500000000002 0.10606500000000003 0.10390500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -7
right_child=-2 -3 3 4 -6 7 -8 -9
leaf_value=-0.0017057548583454308 0.003608474332961761 0.0018643659124333097 0.0030075726763930046 7.4503169692860432e-05 0.0027575208908942033 -0.00042796220958975147 0.0040105273568064566 -0.0041720236545727072
leaf_weight=86 51 52 48 2983 48 351 49 49
leaf_count=86 51 52 48 2983 48 351 49 49
internal_value=0 7.96264e-05 5.37202e-05 9.68419e-05 5.64586e-05 1.8443e-05 0.000138383 -0.000888657
internal_weight=0 3666 3614 3528 3480 3432 3032 400
internal_count=3717 3666 3614 3528 3480 3432 3032 400
is_linear=0
shrinkage=0.0995203


Tree=2698
num_leaves=8
num_cat=0
split_feature=4 11 12 2 10 23 30
split_gain=0.0512618 0.0156099 0.033183 0.0334715 0.0268985 0.031551 0.030796
threshold=0.15615500000000004 -0.15300499999999997 1.0000000180025095e-35 0.31852000000000008 0.09056500000000002 -0.065019999999999981 0.086750000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=-0.0013203396367783347 0.0032493583663385428 -0.0024926043652735161 0.0022326290212796689 -0.0020641747082416682 0.0022479797449166238 4.0306555086208745e-05 0.0015538654283586317
leaf_weight=78 51 47 71 72 57 3202 139
leaf_count=78 51 47 71 72 57 3202 139
internal_value=0 7.17242e-05 0.000102215 5.89738e-05 0.000103585 6.72658e-05 0.000103522
internal_weight=0 3666 3588 3517 3445 3388 3341
internal_count=3717 3666 3588 3517 3445 3388 3341
is_linear=0
shrinkage=0.0995203


Tree=2699
num_leaves=11
num_cat=0
split_feature=4 25 23 17 18 19 18 18 1 4
split_gain=0.0415646 0.0284729 0.0334839 0.0211602 0.04552 0.0374286 0.0194508 0.01993 0.111054 0.0260716
threshold=0.15615500000000004 0.096120000000000025 -0.065019999999999981 0.51326500000000019 -0.053034999999999992 0.11896000000000002 0.24916000000000005 0.11906500000000002 -0.054974999999999996 0.13980000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 7 9 -9 -4
right_child=-2 -3 3 4 5 -7 -8 8 -10 -11
leaf_value=-0.0025813564300697588 0.0029259816043369223 0.0022522822639817136 5.0705011433483456e-05 -0.0036994459961351344 0.0019333770192006012 -0.0019197576516384375 -0.0014374970499221717 -0.0011689132362861221 0.0035306345022617742 0.0021993450978026081
leaf_weight=48 51 58 3080 46 52 48 78 102 97 57
leaf_count=48 51 58 3080 46 52 48 78 102 97 57
internal_value=0 6.45862e-05 2.91912e-05 6.46196e-05 -0.00110813 7.56861e-05 0.000115012 0.000151557 0.00111771 9.00073e-05
internal_weight=0 3666 3608 3560 146 100 3414 3336 199 3137
internal_count=3717 3666 3608 3560 146 100 3414 3336 199 3137
is_linear=0
shrinkage=0.0995203


Tree=2700
num_leaves=20
num_cat=0
split_feature=6 4 2 19 2 0 26 8 3 26 18 8 1 6 5 1 5 19 3
split_gain=0.0746848 0.0512654 0.0461779 0.0604763 0.0736665 0.139641 0.0736742 0.0625494 0.0742493 0.0600738 0.0586275 0.0453414 0.106418 0.0413737 0.0389431 0.114563 0.0670502 0.0427762 0.0402471
threshold=0.21988000000000005 0.15028500000000003 -0.080165 0.024740000000000005 -0.081055000000000002 -0.088084999999999983 0.11215000000000001 -0.085605000000000001 0.086285000000000014 0.086365000000000011 -0.089024999999999993 1.0000000180025095e-35 -0.0086750000000000004 -0.083069999999999991 -0.093384999999999982 -0.00050999999999999993 -0.088935 0.0069650000000000016 0.12870500000000004
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 6 -6 10 8 -5 -9 -1 14 -13 -14 15 -4 -16 -18 -17
right_child=-2 -3 11 7 5 -7 -8 9 -10 -11 -12 12 13 -15 16 18 17 -19 -20
leaf_value=-0.0018947043451429161 -0.0035775929796810187 -0.0032762585998760483 -0.0046531328787898212 0.0022816308469479495 -0.0073378072525858047 -0.0007362583672031656 0.0025603435338077021 0.0041354569633706073 -0.0026649682298803441 -0.00011631226071664851 -0.00042469451834830182 -0.0055068193566212183 -0.0019937688432761199 0.0019396481840189875 0.0040880397279351886 0.00056946960542009271 0.00068152130821677354 -0.00099944731008389876 -0.0016317716231569342
leaf_weight=367 72 58 58 48 49 91 67 75 80 58 1012 47 48 59 51 345 866 181 108
leaf_count=367 72 58 58 48 49 91 67 75 80 58 1012 47 48 59 51 345 866 181 108
internal_value=0 -0.000339602 -0.000292194 -0.000639989 -0.000871245 -0.00305265 -0.000659477 0.000762128 -0.000803598 0.00227515 -0.000816509 7.17083e-05 -0.00155898 0.000167474 0.000228293 -0.000488545 0.000562648 0.000390142 4.28631e-05
internal_weight=0 3668 3610 1847 1586 140 1446 261 128 133 1379 1763 154 107 1609 511 1098 1047 453
internal_count=3740 3668 3610 1847 1586 140 1446 261 128 133 1379 1763 154 107 1609 511 1098 1047 453
is_linear=0
shrinkage=0.0995203


Tree=2701
num_leaves=12
num_cat=0
split_feature=6 9 26 0 4 8 0 4 4 4 20
split_gain=0.0613932 0.0602636 0.0486247 0.0910954 0.0548804 0.0508999 0.0447647 0.0374911 0.0378839 0.0431864 0.032137
threshold=0.14653500000000005 0.088510000000000019 0.12086000000000002 -0.066264999999999991 0.14996500000000004 -0.060034999999999998 -0.23998999999999998 0.14039500000000002 0.13491500000000003 0.10495500000000003 -0.037429999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 6 -4 -1 8 9 -8 -7
right_child=1 -3 3 -5 -6 10 7 -9 -10 -11 -12
leaf_value=0.0021231805548029329 -0.0046263781173843796 -0.00048534728730570718 0.0019748469370229936 0.0041134365917895321 -0.0037927066810430859 0.00012580153137419336 -0.000509604760300019 0.0024342958120955023 -0.0029039938830247745 0.00064919376253075659 -0.0035582805250744046
leaf_weight=72 65 76 63 70 46 47 2790 46 60 359 46
leaf_count=72 65 76 63 70 46 47 2790 46 60 359 46
internal_value=0 -0.00240014 -0.000282176 0.00113012 -0.000377046 -0.000203306 -0.000329574 -0.00038408 -0.000424736 -0.000377237 -0.00168763
internal_weight=0 141 3599 226 3373 156 3327 3255 3209 3149 93
internal_count=3740 141 3599 226 3373 156 3327 3255 3209 3149 93
is_linear=0
shrinkage=0.0995203


Tree=2702
num_leaves=12
num_cat=0
split_feature=6 7 0 3 6 3 6 8 3 19 27
split_gain=0.0525556 0.0481384 0.0445536 0.0430118 0.0669579 0.174216 0.113447 0.0423409 0.0404646 0.0402378 0.0416355
threshold=0.21988000000000005 -0.080929999999999988 -0.23998999999999998 0.088475000000000012 0.091495000000000007 0.088185000000000027 0.089810000000000015 -0.08237499999999999 0.088745000000000032 -0.050215000000000003 -0.038765000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -6 -5 -10 -11
right_child=-2 2 3 8 7 -7 -8 -9 9 10 -12
leaf_value=-0.0029381229041365834 -0.0029900854260223753 0.0025342854187430995 -0.00047054625267550467 0.0028220538637236336 0.0037072712928672793 -0.0068769870168229547 -0.0051460594245103033 -0.00033514077627215392 -0.0023350527460658352 -0.0024695320773364458 8.8547636100752317e-05
leaf_weight=66 72 57 1090 49 52 47 54 50 75 65 2063
leaf_count=66 72 57 1090 49 52 47 54 50 75 65 2063
internal_value=0 -0.000273657 -0.000224608 -0.000269199 -0.000726696 -0.000936724 -0.000691959 0.00171767 -6.16145e-06 -6.94394e-05 1.00261e-05
internal_weight=0 3668 3602 3545 1293 1191 1144 102 2252 2203 2128
internal_count=3740 3668 3602 3545 1293 1191 1144 102 2252 2203 2128
is_linear=0
shrinkage=0.0995203


Tree=2703
num_leaves=14
num_cat=0
split_feature=6 17 7 0 3 26 8 3 3 3 0 3 3
split_gain=0.0438279 0.0677132 0.0397129 0.0485987 0.0585814 0.0765015 0.0899612 0.0974638 0.0692784 0.0680226 0.0553181 0.0875001 0.0166566
threshold=0.14653500000000005 -0.088525000000000006 -0.080929999999999988 -0.23998999999999998 0.11721500000000003 -0.0016799999999999999 -0.045194999999999999 0.12131500000000002 0.13451500000000002 0.11462500000000002 -0.225295 0.11125500000000002 0.16149500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 9 8 7 -7 -6 10 -5 -12 -10
right_child=1 -3 3 4 5 6 -8 -9 12 -11 11 -13 -14
leaf_value=-0.0026457203152987913 -0.0047437322417005646 -0.00026152954204155648 0.0027533952894347145 -0.0030923152038554746 -0.0038115196867712082 0.0038847298792493395 0.0045493054483829601 -0.00057440113317223311 0.0018762383045552208 -0.0031321817896127627 -0.00035353305020633849 0.0024250325063012008 -0.00073841156908610204
leaf_weight=66 55 86 55 69 56 68 81 169 49 87 2735 117 47
leaf_count=66 55 86 55 69 56 68 81 169 49 87 2735 117 47
internal_value=0 -0.00201571 -0.000226087 -0.000180654 -0.000227287 0.000805422 0.00168422 0.000701558 -0.00102773 -0.00038892 -0.000306934 -0.000239259 0.000587622
internal_weight=0 141 3599 3533 3478 470 318 237 152 3008 2921 2852 96
internal_count=3740 141 3599 3533 3478 470 318 237 152 3008 2921 2852 96
is_linear=0
shrinkage=0.0995203


Tree=2704
num_leaves=24
num_cat=0
split_feature=19 18 18 6 5 5 21 8 17 8 5 26 8 3 3 17 3 21 9 18 8 18 2
split_gain=0.0417007 0.0352965 0.103056 0.138912 0.0730745 0.147213 0.0679307 0.0686883 0.0965073 0.173213 0.174126 0.139497 0.0828908 0.0665432 0.0916937 0.176684 0.0746741 0.0643681 0.0579269 0.0566801 0.038562 0.0408953 0.0259635
threshold=-0.10411999999999999 -0.022504999999999997 -0.037059999999999989 -0.011749999999999998 -0.041054999999999994 -0.023589999999999996 0.091230000000000019 0.10851500000000001 0.064745000000000011 -0.085165000000000005 -0.093384999999999982 1.0000000180025095e-35 0.0044850000000000011 0.088605000000000017 0.10556500000000002 -0.0077549999999999997 0.10960500000000002 0.096665000000000015 0.093605000000000022 -0.015440000000000001 -0.086404999999999996 -0.057764999999999997 -0.085089999999999985
decision_type=2 2 2 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 -2 -6 7 8 12 10 -10 -11 19 -8 15 -15 -16 -17 -18 -3 22 -22 -7
right_child=1 6 3 -5 5 20 13 -9 9 11 -12 -13 -14 14 16 17 18 -19 -20 -21 21 -23 -24
leaf_value=0.0025801994069281297 0.0028539165662439265 0.0035498701815525565 0.00031618586096777664 -0.0069448744265283224 -0.0049906295025294277 0 0.0024042516219271903 -0.0023032938534878248 -0.00073462046201334475 -1.2698601786604887e-05 0.0058624698728010158 -0.0061557228306472556 0.0041460150764766526 -0.0071864764730550324 0.0038747746392301234 -0.0036578641561585612 -0.0016740374163824565 0.00034886762841015572 0.0017529377389537879 0.00072428154684967569 -0.00039024535810849522 0.0025565107726495018 0.002990506427778821
leaf_weight=65 77 75 51 53 63 51 62 78 135 68 56 80 83 59 46 58 147 125 73 1174 951 49 65
leaf_count=65 77 75 51 53 63 51 62 78 135 68 56 80 83 59 46 58 147 125 73 1174 951 49 65
internal_value=0 3.68882e-05 -0.00036538 -0.00337629 -0.000115417 -0.000310037 0.000273155 0.0005809 0.00071602 -0.000781756 0.00119532 -0.00333878 0.00109783 -0.000669699 -0.00104648 -0.00244855 0.000226018 -0.000916553 -0.000533184 0.000894608 -4.50761e-05 -0.000245036 0.00167165
internal_weight=0 3679 1360 104 1256 1179 2319 1749 1671 339 191 148 1332 570 508 242 266 183 220 1249 1116 1000 116
internal_count=3744 3679 1360 104 1256 1179 2319 1749 1671 339 191 148 1332 570 508 242 266 183 220 1249 1116 1000 116
is_linear=0
shrinkage=0.0995203


Tree=2705
num_leaves=10
num_cat=0
split_feature=23 24 11 27 10 12 18 18 4
split_gain=0.0489857 0.0445509 0.0344439 0.084899 0.0508763 0.0480355 0.0408602 0.0862248 0.0473732
threshold=-0.068919999999999995 0.098635000000000014 -0.11166 0.094335000000000016 0.093790000000000026 -0.072134999999999991 -0.022504999999999997 -0.037059999999999989 0.13980000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 -7 -8
right_child=1 -3 4 -5 -6 6 8 -9 -10
leaf_value=0.00330100796857313 0.0043137884220633763 -0.0030445731358337605 -0.0029415689570044651 -0.0010949994882120469 -0.0032713252828873115 -9.0305769932248325e-05 0.00030614305810259499 -0.0030981623355467633 0.0032428325128416422
leaf_weight=46 61 46 52 54 46 1276 2005 102 56
leaf_count=46 61 46 52 54 46 1276 2005 102 56
internal_value=0 3.28329e-05 7.18196e-05 0.00176689 1.64756e-05 6.00326e-05 0.000105657 -0.000313542 0.000386334
internal_weight=0 3698 3652 115 3537 3491 3439 1378 2061
internal_count=3744 3698 3652 115 3537 3491 3439 1378 2061
is_linear=0
shrinkage=0.0995203


Tree=2706
num_leaves=16
num_cat=0
split_feature=23 24 8 9 6 20 21 6 20 20 4 17 8 6 0
split_gain=0.0397221 0.0361235 0.0292606 0.0922434 0.0711069 0.0348637 0.0925835 0.0956633 0.0860315 0.0977851 0.0265594 0.0581991 0.0805524 0.018476 0.0402959
threshold=-0.068919999999999995 0.098635000000000014 -0.097249999999999989 -0.096659999999999982 -0.242115 -0.083495 0.11347500000000002 -0.011749999999999998 -0.08237499999999999 -0.081564999999999985 0.077430000000000013 -0.052269999999999997 -0.409445 -0.10287 -0.10096999999999999
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 -5 -7 -10 13 -12 -13 -6 -15
right_child=1 -3 3 5 10 8 -8 -9 9 -11 11 12 -14 14 -16
leaf_value=0.0029724910142107193 0.0037415936698607859 -0.002741576843512371 -0.0042871392302121919 -0.0027603196731170259 -0.00059827778388528029 0.0037959787877139533 0.0030240457494942609 0.00026666418331449808 -0.0040776310818721887 0.00016391577179780217 0.0016502008372378666 0.0010287694528638522 -0.0037293766252943436 0.0039158430873758501 0.00048864442865034644
leaf_weight=46 69 46 50 212 46 63 56 201 55 2522 83 62 81 52 100
leaf_count=46 69 46 50 212 46 63 56 201 55 2522 83 62 81 52 100
internal_value=0 2.94773e-05 6.46052e-05 -4.64353e-05 0.000777781 2.15019e-05 -0.000768879 -0.00128516 0.000162224 7.30722e-05 0.000293531 -0.000441115 -0.00166068 0.0011362 0.00166649
internal_weight=0 3698 3652 3159 493 3109 469 413 2640 2577 424 226 143 198 152
internal_count=3744 3698 3652 3159 493 3109 469 413 2640 2577 424 226 143 198 152
is_linear=0
shrinkage=0.0995203


Tree=2707
num_leaves=24
num_cat=0
split_feature=19 18 0 17 8 26 17 26 2 0 0 2 0 0 18 26 8 18 26 7 5 18 4
split_gain=0.03439 0.0217273 0.0695 0.118667 0.0885758 0.147742 0.172336 0.141019 0.0593425 0.223036 0.144248 0.083255 0.0512963 0.105843 0.0508925 0.191931 0.0853636 0.0528636 0.171164 0.0488577 0.0480269 0.0318241 0.0241117
threshold=-0.10411999999999999 -0.022504999999999997 -0.082794999999999994 0.11012500000000003 -0.0077949999999999998 0.085855000000000029 -0.015464999999999998 0.088475000000000012 -0.082139999999999991 -0.081094999999999987 -0.078664999999999999 -0.076254999999999989 -0.081534999999999982 -0.080674999999999983 -0.011569999999999999 0.08919500000000001 -0.085385000000000003 -0.0086449999999999982 0.087625000000000022 0.086645000000000028 0.26676500000000009 -0.0042299999999999994 0.14903500000000006
decision_type=2 2 2 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 6 -2 -7 12 -10 -11 -12 -4 -14 15 16 -3 18 -16 21 -15 -19 -23
right_child=1 14 8 -5 -6 7 -8 -9 9 10 11 -13 13 20 17 -17 -18 19 -20 -21 -22 22 -24
leaf_value=0.0023286442433068291 -0.00029626256969771965 0.0016387358332991876 -0.0029246256735392232 -0.0048405013791668738 -0.0033871629792345107 -0.006903261097598346 0.0058231452094635924 0.00015940901890610726 0.0075495252778204069 -0.004709614630323245 0.0035001401680300774 0.00010950476496187463 0.0042355803840313623 0.0002157497797867077 -0.0065357567594971078 0.0070573297685998923 -0.0035835444017416141 0.0019578386757488856 0.0017422584096032378 0.0032172744426275553 -0.0025633623035265225 -5.4703659570607713e-05 0.0019253840505399826
leaf_weight=65 130 91 81 77 87 46 70 71 46 51 94 305 47 152 47 50 47 87 52 51 103 1831 63
leaf_count=65 130 91 81 77 87 46 70 71 46 51 94 305 47 152 47 50 47 87 52 51 103 1831 63
internal_value=0 1.90504e-05 -0.000296518 -0.00125852 -0.000573785 0.000195758 0.00184144 -0.00261037 0.000228969 0.000948223 0.000271604 0.000910353 -0.000700355 -0.000101069 0.000204471 0.00177428 -0.000133935 6.55961e-05 -0.00217944 0.000175378 -0.000903584 9.66527e-05 1.07277e-05
internal_weight=0 3679 1360 481 404 317 200 117 879 496 450 399 383 302 2319 188 138 2131 99 2032 255 1981 1894
internal_count=3744 3679 1360 481 404 317 200 117 879 496 450 399 383 302 2319 188 138 2131 99 2032 255 1981 1894
is_linear=0
shrinkage=0.0995203


Tree=2708
num_leaves=17
num_cat=0
split_feature=3 1 3 3 27 6 6 3 3 1 3 9 3 3 1 21
split_gain=0.0644216 0.085834 0.0624177 0.0601189 0.0473643 0.0470726 0.0402776 0.03685 0.0411613 0.0392175 0.0334229 0.0827492 0.0314782 0.147186 0.0429954 0.025556
threshold=0.08622500000000001 -0.15353499999999998 0.085795000000000024 0.07728500000000002 -0.0027049999999999995 0.08866000000000003 0.087765000000000024 0.086535000000000015 0.086850000000000024 -0.50954999999999984 0.08844500000000001 0.087435000000000027 0.083955000000000016 0.084505000000000011 -0.085184999999999997 -0.085369999999999988
decision_type=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 -6 -9 -10 11 -11 14 -14 -3 -12
right_child=4 2 -4 -5 7 -7 -8 8 9 10 15 -13 13 -15 -16 -17
leaf_value=-0.00091289068997196788 0.0025880160756828505 0.0026651108040921037 -0.0030743590164378151 -0.0058157457676551189 0.0026999588175445608 -0.0024170302678172542 0.0030144168301803023 -0.0025196551827158351 0.0024372539391596037 -9.9296546578624381e-05 0.0015065269024636728 0.003093250998534241 -0.0043529152251351767 0.00083385489479806212 1.4584850721623675e-05 -3.47429628590196e-06
leaf_weight=50 91 84 71 50 61 70 50 53 81 207 117 131 78 177 220 2148
leaf_count=50 91 84 71 50 61 70 50 53 81 207 117 131 78 177 220 2148
internal_value=0 -0.000632988 -0.000266628 -0.00337251 0.000352497 2.57588e-05 0.000307884 0.000279498 0.000225254 0.000279762 0.00021231 0.00113563 6.43318e-05 -0.000749477 0.00074966 7.41644e-05
internal_weight=0 850 750 100 2889 679 609 2798 2737 2684 2603 338 559 255 304 2265
internal_count=3739 850 750 100 2889 679 609 2798 2737 2684 2603 338 559 255 304 2265
is_linear=0
shrinkage=0.0995203


Tree=2709
num_leaves=18
num_cat=0
split_feature=3 1 17 6 2 26 26 5 5 1 27 3 3 1 3 5 3
split_gain=0.0522424 0.0696418 0.085244 0.0560522 0.184536 0.115746 0.0542445 0.0646224 0.0725237 0.0882156 0.0384008 0.029877 0.0333796 0.0317969 0.0283578 0.0914942 0.0709859
threshold=0.08622500000000001 -0.15353499999999998 -0.11491499999999999 0.087670000000000012 -0.087444999999999995 0.087525000000000019 0.090715000000000032 -0.0018599999999999999 -0.0087549999999999989 -0.085349999999999995 -0.0027049999999999995 0.086535000000000015 0.086850000000000024 -0.50954999999999984 0.091225000000000014 0.12043500000000003 0.091865000000000016
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 -5 -6 7 8 9 -3 -2 -12 -13 -14 15 -15 -16
right_child=10 3 -4 4 5 -7 -8 -9 -10 -11 11 12 13 14 16 -17 -18
leaf_value=-0.00017302747060212833 0.0023304559707726553 0.0031340203413096532 -0.0060025644743733767 0.0032624253052338293 -0.0080293926028298067 -0.0012980857041032239 0.0033263784067347527 0.0026599753831424273 -0.003406105991462168 -0.00068701421744200408 0.0024312582875213565 -0.0022688987848293114 0.0021946978926660442 0.0010659030159493978 -0.0029451826227141669 -0.002267355755703021 0.00010563117396233796
leaf_weight=51 91 73 49 46 46 57 50 73 73 332 61 53 81 711 79 92 1721
leaf_count=51 91 73 49 46 46 57 50 73 73 332 61 53 81 711 79 92 1721
internal_value=0 -0.000569993 -0.00303769 -0.000239876 -0.00196827 -0.00431225 0.000187265 -9.61054e-05 -0.000518726 0 0.000317445 0.000251683 0.000202807 0.00025192 0.00019115 0.000682991 -2.78109e-05
internal_weight=0 850 100 750 149 103 601 551 478 405 2889 2798 2737 2684 2603 803 1800
internal_count=3739 850 100 750 149 103 601 551 478 405 2889 2798 2737 2684 2603 803 1800
is_linear=0
shrinkage=0.0995203


Tree=2710
num_leaves=25
num_cat=0
split_feature=3 5 17 18 3 17 17 17 0 17 6 2 18 5 18 1 3 18 6 17 17 3 3 8
split_gain=0.0423763 0.0612311 0.114588 0.0841492 0.0847127 0.0771994 0.229376 0.149182 0.0997695 0.0837867 0.107795 0.0513803 0.0367554 0.125308 0.120484 0.0944175 0.0617507 0.0597787 0.0714602 0.271728 0.0575472 0.0491028 0.0733338 0.0358976
threshold=0.08622500000000001 0.062500000000000014 -0.17385999999999999 -0.090899999999999995 0.085625000000000021 -0.0038549999999999999 -0.011809999999999999 -0.068169999999999994 -0.087184999999999999 0.11180000000000002 -0.040424999999999996 -0.086849999999999997 -0.046804999999999992 -0.039649999999999998 -0.021369999999999997 -0.019984999999999999 0.087045000000000025 -0.063154999999999989 0.11690000000000002 0.2590050000000001 -0.53447999999999996 0.087745000000000031 0.08844500000000001 -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
left_child=1 3 -3 11 5 6 7 -5 -8 10 -7 -1 13 -2 15 -14 -16 18 19 23 -18 -22 -23 -15
right_child=12 2 -4 4 -6 9 8 -9 -10 -11 -12 -13 14 17 16 -17 20 -19 -20 -21 21 22 -24 -25
leaf_value=0.00012399247496312115 -0.0047245075520238053 0.0007359348557376983 -0.0058408718539071872 -0.0014210981546309137 -0.0040202516223836783 -0.00022747697631976676 -0.002211266800144262 0.0040379606115241986 -0.0085950769356960173 -0.0021477994193649904 0.0043534779166955915 0.0046573199160147684 0.0055929821639802988 0.0020510477468277414 0.0029314437387190063 2.8694709592619611e-05 -0.0029109360954168305 -0.0031113101113960638 -0.002518610396142016 0.0078941548870149012 -0.0021260027579894985 0.0037309879204141514 0.00028642009797799595 -0.00012405545746828673
leaf_weight=48 57 49 56 139 65 104 51 77 47 63 99 52 80 84 86 49 57 55 83 47 78 64 1439 710
leaf_count=48 57 49 56 139 65 104 51 77 47 63 99 52 80 84 86 49 57 55 83 47 78 64 1439 710
internal_value=0 -0.000513363 -0.0027639 -0.000195075 -0.000612559 -0.00022925 -0.00128717 0.000521166 -0.00528125 0.0010165 0.00200255 0.00248951 0.000285881 -0.000188271 0.000551417 0.00348576 0.000331377 7.50053e-05 0.000265553 0.000541301 0.000194366 0.00030684 0.00043364 0.000105025
internal_weight=0 850 105 745 645 580 314 216 98 266 203 100 2889 1036 1853 129 1724 979 924 841 1638 1581 1503 794
internal_count=3739 850 105 745 645 580 314 216 98 266 203 100 2889 1036 1853 129 1724 979 924 841 1638 1581 1503 794
is_linear=0
shrinkage=0.0995203


Tree=2711
num_leaves=31
num_cat=0
split_feature=3 5 17 3 2 2 26 1 2 1 5 36 27 0 0 0 8 26 26 8 21 8 0 26 1 3 1 0 5 8
split_gain=0.0343721 0.0496044 0.0929563 0.0702013 0.0613424 0.116702 0.0745722 0.0871128 0.147523 0.120477 0.046472 0.0491942 0.0314753 0.0272481 0.0350473 0.10922 0.0676447 0.102044 0.150952 0.0912249 0.0340862 0.0327108 0.0853527 0.0700956 0.0322816 0.0704295 0.0471693 0.124497 0.0492629 0.0276456
threshold=0.08622500000000001 0.062500000000000014 -0.17385999999999999 0.085795000000000024 -0.082404999999999992 -0.081134999999999999 0.088325000000000028 -0.082635 -0.087444999999999995 -0.085739999999999997 -0.031929999999999993 0.088355000000000031 -0.0027049999999999995 -0.097180000000000002 -0.079564999999999983 -0.078809999999999991 -0.076924999999999993 0.09271500000000002 0.090385000000000021 -0.012839999999999999 0.091135000000000022 -0.068904999999999994 -0.071799999999999989 0.10924500000000002 0.42491000000000007 0.13345500000000002 -0.018369999999999997 -0.14731999999999998 -0.01504 -0.087374999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 7 9 -9 -1 11 -7 -2 24 16 -16 17 18 -15 -18 -21 23 -23 -17 25 26 27 -14 -28 -19
right_child=12 2 -4 -5 5 10 -8 8 -10 -11 -12 -13 13 14 15 21 19 29 -20 20 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00014181004538159621 0.0020798632219910526 0.00066269442898222574 -0.0052595869342276572 -0.003249377921805473 0.0052124769405277197 -0.002365385534776897 -0.0035652463494843948 0.00076724627680593155 -0.0060280704031668549 0.0053324947856910236 0.0024954900638036819 0.0013350021158573769 -0.0018885815554578929 0.0001628121109456479 -0.0043629031361813626 0.00038188343719727921 0.0048667769761621543 -0.00092152352126500874 0.0043349120742602444 0.0020626937284496105 -0.0013147533108413079 -0.0028188885260099672 0.0002676129735396594 0.0040223425480459384 0.0016696643952512024 -0.0042578847939563971 -0.00029534627343535432 0.0048962469824873709 -0.0032912390441897461 -0.0043630025676192098
leaf_weight=159 91 49 56 67 59 83 71 76 54 53 61 62 52 547 54 475 87 46 102 70 51 108 496 59 69 48 367 55 64 48
leaf_count=159 91 49 56 67 59 83 71 76 54 53 61 62 52 547 54 475 87 46 102 70 51 108 496 59 69 48 367 55 64 48
internal_value=0 -0.000462369 -0.00248806 -0.00017577 0.000126757 0.00130952 -0.000630177 -1.84562e-05 -0.00204913 0.00122291 0.000187709 -0.000777505 0.00025743 0.000197866 0.000369753 9.57385e-06 0.000820348 0.000374948 0.000819781 0.00240743 0.000632376 0.000217775 -0.000282923 0.00078564 -0.000363259 -0.000604027 -0.000276511 0.0015913 -0.000742112 -0.00268758
internal_weight=0 850 105 745 678 265 413 342 130 212 206 145 2889 2798 2143 1192 951 743 649 208 121 1138 604 534 655 586 538 107 431 94
internal_count=3739 850 105 745 678 265 413 342 130 212 206 145 2889 2798 2143 1192 951 743 649 208 121 1138 604 534 655 586 538 107 431 94
is_linear=0
shrinkage=0.0995203


Tree=2712
num_leaves=12
num_cat=0
split_feature=10 7 9 17 1 18 0 17 3 17 8
split_gain=0.0514961 0.063897 0.0356577 0.0718997 0.068571 0.0350274 0.0687898 0.0329827 0.0707494 0.0400658 0.0410927
threshold=0.09056500000000002 0.095885000000000026 -0.095314999999999997 -0.013125 0.27552000000000004 -0.40801999999999999 -0.067059999999999995 0.51544000000000012 0.09742000000000002 0.50214000000000014 0.24614500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -4 9 -9 10 -7
right_child=-2 -3 5 4 -6 7 -8 8 -10 -11 -12
leaf_value=-0.0016678538294508955 0.0024354992853674105 -0.0034871621366809381 -0.0010819285787634835 0.0051663218580022029 0.0005538064655377699 -9.4389817246607187e-05 0.0035979742225155853 0.0036656776454780928 -0.0011832121278129476 -0.0023889874035834531 -0.0027253173737376507
leaf_weight=55 84 53 55 58 72 3026 71 66 54 81 60
leaf_count=55 84 53 55 58 72 3026 71 66 54 81 60
internal_value=0 -5.67864e-05 -6.02805e-06 0.0013394 0.002618 -7.91962e-05 0.00154866 -0.000141846 0.00147686 -0.000203438 -0.000145807
internal_weight=0 3651 3598 185 130 3413 126 3287 120 3167 3086
internal_count=3735 3651 3598 185 130 3413 126 3287 120 3167 3086
is_linear=0
shrinkage=0.0995203


Tree=2713
num_leaves=12
num_cat=0
split_feature=4 9 10 30 5 17 17 9 19 9 26
split_gain=0.0947404 0.0727256 0.0541408 0.040334 0.0768614 0.0314601 0.0431065 0.0722468 0.0623762 0.0317198 0.0609062
threshold=0.15730000000000002 -0.26414499999999996 0.09056500000000002 0.096655000000000033 -0.41397 -0.54604999999999992 -0.45380999999999999 0.087495000000000031 -0.07525999999999998 0.093235000000000026 0.084435000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 9 7 -7 -8 10 -3
right_child=-2 2 -4 4 -6 6 8 -9 -10 -11 -12
leaf_value=0.0037891290351797914 -0.004347940357444278 -0.0025278901146724014 0.0025488260709149134 -0.00080353270527677072 0.0043325118400312085 -0.0016688152218806624 -0.0036349103024052409 0.002238650874918854 -8.9702490838442932e-05 -0.0031210453928505327 0.0023090781290651657
leaf_weight=51 49 57 81 57 58 63 50 181 2974 67 47
leaf_count=51 49 57 81 57 58 63 50 181 2974 67 47
internal_value=0 5.70847e-05 4.49792e-06 -5.32601e-05 0.0017797 -0.000114792 -4.5679e-05 0.0012264 -0.000148591 -0.00143084 -0.000334081
internal_weight=0 3686 3635 3554 115 3439 3268 244 3024 171 104
internal_count=3735 3686 3635 3554 115 3439 3268 244 3024 171 104
is_linear=0
shrinkage=0.0995203


Tree=2714
num_leaves=14
num_cat=0
split_feature=29 27 9 26 26 0 26 20 20 20 8 20 8
split_gain=0.0489135 0.040609 0.0233289 0.0246114 0.0977207 0.102095 0.0733003 0.0707059 0.100345 0.0746378 0.0419152 0.0920715 0.0625449
threshold=0.12737000000000004 0.11470500000000003 -0.22988499999999998 0.086095000000000019 0.085355000000000028 -0.086474999999999996 0.086365000000000011 -0.081189999999999998 -0.079624999999999987 -0.088694999999999982 -0.092094999999999996 -0.053499999999999999 -0.089984999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 -6 -5 9 -9 -8 11 -4 -12
right_child=-2 -3 3 6 5 -7 7 8 -10 -11 12 -13 -14
leaf_value=0.0016901277708535013 -0.0031571082419441744 0.002652974717993617 0.0013223762761094236 -0.0041026887319053846 -8.7368183516352838e-05 0.0062957324871058522 -9.8752327136695844e-05 -0.0048355008693283779 -0.00025631115989698314 0.0042643932728363291 0.0035305794759382001 -0.0022834881403359306 0.00013540386197787821
leaf_weight=79 48 58 108 49 47 52 88 49 1478 69 56 199 1355
leaf_count=79 48 58 108 49 47 52 88 49 1478 69 56 199 1355
internal_value=0 4.04138e-05 -1.11554e-06 -3.89823e-05 0.000216664 0.0032571 -0.000307492 -0.000196576 -0.000403789 0.0018136 4.09813e-05 -0.00101231 0.000270732
internal_weight=0 3687 3629 3550 1817 99 1733 1684 1527 157 1718 307 1411
internal_count=3735 3687 3629 3550 1817 99 1733 1684 1527 157 1718 307 1411
is_linear=0
shrinkage=0.0995203


Tree=2715
num_leaves=16
num_cat=0
split_feature=4 3 3 26 3 17 20 21 3 3 26 20 1 19 18
split_gain=0.0820026 0.0479256 0.0603956 0.0546698 0.135293 0.0588195 0.0548032 0.0424142 0.0415687 0.0648396 0.0564881 0.0408487 0.0909586 0.029799 0.0413455
threshold=0.15730000000000002 0.11926500000000002 0.11741000000000003 0.047170000000000011 0.12323500000000003 -0.087329999999999991 -0.0064400000000000004 0.094920000000000018 0.11492500000000001 0.11360500000000003 0.07987000000000001 0.12894000000000003 0.44303500000000012 -0.081619999999999984 -0.227635
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 6 -5 -6 7 -3 9 13 -10 12 -8 -1 -15
right_child=-2 3 -4 4 5 -7 11 -9 10 -11 -12 -13 -14 14 -16
leaf_value=-0.002545724202734675 -0.0040450604632761931 0.0039914179293397984 -0.0033841201557634889 0.0067116728419568603 -0.002105925178319827 0.0024406707332435369 -0.0048031379250564514 0.00026863687046498752 0.0045296325618207883 -0.0036459076239516788 -0.00028847751857263078 0.0013904547846697105 0.00058942703870014813 0.0027615336078518344 -4.3199765242283932e-05
leaf_weight=46 49 51 54 51 48 68 58 76 46 50 50 52 66 53 2917
leaf_count=46 49 51 54 51 48 68 58 76 46 50 50 52 66 53 2917
internal_value=0 5.31538e-05 -8.37972e-05 0.00099199 0.00243818 0.000552263 0.000192211 0.00177006 -2.7176e-05 -9.12818e-05 0.00201167 -0.000941699 -0.0019263 -3.20808e-05 6.57544e-06
internal_weight=0 3686 3216 470 167 116 303 127 3162 3066 96 176 124 3016 2970
internal_count=3735 3686 3216 470 167 116 303 127 3162 3066 96 176 124 3016 2970
is_linear=0
shrinkage=0.0995203


Tree=2716
num_leaves=18
num_cat=0
split_feature=26 5 2 5 8 8 1 6 12 2 2 2 21 21 1 21 2
split_gain=0.0353669 0.0933498 0.0398127 0.030537 0.0643429 0.0431978 0.0425034 0.0662133 0.0284419 0.028765 0.1168 0.090892 0.0583673 0.0945132 0.0547741 0.0477365 0.0892716
threshold=0.11624000000000002 0.16703000000000004 -0.241895 -0.072874999999999981 -0.046889999999999994 -0.065919999999999992 -0.077774999999999997 0.041585000000000011 0.093040000000000025 -0.078244999999999995 -0.078914999999999999 -0.076254999999999989 -0.088829999999999992 -0.047889999999999995 -0.072005 0.11678500000000003 -0.080069999999999988
decision_type=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 -5 -8 9 10 15 14 -13 -14 -11 16 -4
right_child=1 -3 8 6 -6 -7 7 -9 -10 11 -12 12 13 -15 -16 -17 -18
leaf_value=0.0026681676466873343 -0.00071354195043581213 -0.004904316249968857 -7.6024634680350053e-05 -0.0017548781614210099 0.0015172831382106919 -0.004915428625930981 -0.00068557035493307624 0.0042785125961704593 -0.002183717534817148 0.00034987765742775 -0.0046532832530820816 0.0035334127562648737 -0.0039290515634712595 0.00025791907183291208 0.0045574845139523795 -0.0026468958981297622 0.0029572178951204472
leaf_weight=60 50 50 1656 47 53 48 52 54 54 50 55 50 56 1146 81 65 102
leaf_count=60 50 50 1656 47 53 48 52 54 54 50 55 50 56 1146 81 65 102
internal_value=0 -0.000918487 0.000127052 -0.000260229 -0.00126624 -0.00277996 0.000727278 0.00183558 8.08116e-05 0.000118562 -0.000134749 0.000463128 0.000201453 6.2171e-05 0.00295778 1.12669e-06 9.95e-05
internal_weight=0 354 3375 304 151 98 153 106 3315 3261 1878 1383 1252 1202 131 1823 1758
internal_count=3729 354 3375 304 151 98 153 106 3315 3261 1878 1383 1252 1202 131 1823 1758
is_linear=0
shrinkage=0.0995203


Tree=2717
num_leaves=13
num_cat=0
split_feature=9 12 29 6 17 29 9 9 0 1 1 1
split_gain=0.0347759 0.0527695 0.0225816 0.0470662 0.0463954 0.0237642 0.0305382 0.0642557 0.0492847 0.0284587 0.0536523 0.0267846
threshold=-0.26414499999999996 -0.0088449999999999987 -0.080349999999999991 -0.0026549999999999998 -0.081244999999999998 -0.049035000000000002 -0.0060949999999999997 -0.063329999999999984 -0.091935000000000003 -0.50388999999999995 -0.52333999999999992 -0.49367499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 8 -7 10 -8 -11
right_child=1 2 5 -5 -6 6 9 -9 -10 11 -12 -13
leaf_value=-0.0020962173034926096 0.0024760683192251052 0.0024575135269061768 0.0016531380880572156 -0.0036730196472777896 -0.0014908298533671453 -0.001403079771000868 -0.00087613336921511732 -0.0039293832550335991 0.00264920768321038 -0.002291460345896047 0.0035980104034019156 7.8177259044074691e-05
leaf_weight=75 88 46 91 50 82 84 46 59 46 48 62 2952
leaf_count=75 88 46 91 50 82 84 46 59 46 48 62 2952
internal_value=0 6.85256e-05 8.88381e-06 -0.00108345 -6.5498e-05 6.65147e-05 2.24742e-05 -0.00120544 2.45099e-05 9.74083e-05 0.00168478 3.99901e-05
internal_weight=0 3654 3566 178 128 3388 3297 189 130 3108 108 3000
internal_count=3729 3654 3566 178 128 3388 3297 189 130 3108 108 3000
is_linear=0
shrinkage=0.0995203


Tree=2718
num_leaves=24
num_cat=0
split_feature=26 26 2 20 26 0 17 8 2 8 2 3 3 26 17 3 2 5 2 8 8 2 2
split_gain=0.0270127 0.0616972 0.0476507 0.0441803 0.0925809 0.0538143 0.0451343 0.17958 0.114012 0.049054 0.0395099 0.0496086 0.151863 0.0847605 0.0660125 0.067902 0.0488496 0.162693 0.0453244 0.0777534 0.126737 0.0763372 0.105894
threshold=0.097125000000000031 0.099260000000000029 -0.241895 -0.064180000000000001 0.26711000000000013 -0.01213 -0.036600000000000001 -0.048554999999999994 -0.080254999999999993 -0.073029999999999984 -0.085944999999999994 0.083815000000000014 0.084505000000000011 0.08494500000000002 0.11180000000000002 0.085355000000000028 -0.084869999999999987 -0.011204999999999998 -0.082644999999999982 -0.079854999999999995 -0.083944999999999992 -0.082294999999999993 -0.082025000000000001
decision_type=2 2 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 7 -5 -8 -10 11 13 -13 -4 15 -14 17 -12 19 20 -18 -20 -23
right_child=1 3 10 5 -6 -7 8 -9 9 -11 16 12 14 -15 -16 -17 18 -19 21 -21 -22 22 -24
leaf_value=0.0031043947373132772 -0.0035207362301866293 0.004861134951923001 -0.00065907194906874396 -0.0048442095087715053 -0.0013756840649151449 -0.0036162474136075349 0.0042770205695655712 0.0022540253067411409 0.0018803337987319843 -0.0013915685640313537 -0.0022140338328773103 -0.0056274949221142333 0.0023972067941261783 0.0043517654432938414 0.0024047248764590494 -0.0011457180653324022 -5.937323177474143e-05 0.0051511562593980461 0.0037272757630141687 0.0024239464193575411 -0.0051546473075974059 -0.0037521831015299907 0.00040296271404134632
leaf_weight=53 63 47 90 80 47 53 61 63 61 176 49 60 60 53 74 492 137 75 65 52 75 63 1680
leaf_count=53 63 47 90 80 47 53 61 63 61 176 49 60 60 53 74 492 137 75 65 52 75 63 1680
internal_value=0 -0.000559911 0.000145654 -0.000241287 0.00173402 -0.000618812 -0.000256719 -0.00171129 0.000438533 -0.000545979 9.35445e-05 -0.000491454 -0.000843648 0.00119237 -0.000383824 -0.000759134 0.000314757 0.00223412 0.000199496 -0.00101776 -0.00186581 0.00037769 0.000252307
internal_weight=0 651 3078 588 94 494 441 143 298 237 3025 829 686 143 626 552 2196 124 2072 264 212 1808 1743
internal_count=3729 651 3078 588 94 494 441 143 298 237 3025 829 686 143 626 552 2196 124 2072 264 212 1808 1743
is_linear=0
shrinkage=0.0995203


Tree=2719
num_leaves=15
num_cat=0
split_feature=26 5 12 5 3 1 2 23 3 2 3 4 5 4
split_gain=0.0227495 0.0699504 0.0314389 0.0276464 0.0422338 0.0326303 0.058499 0.0269202 0.0226663 0.0599807 0.0428382 0.0293963 0.0502903 0.0469401
threshold=0.11624000000000002 0.16703000000000004 0.098385000000000028 -0.072874999999999981 0.094970000000000013 -0.077774999999999997 -0.065379999999999994 -1.0000000180025095e-35 0.16149500000000003 -0.0043799999999999993 0.14314000000000004 0.12631500000000004 -0.54885499999999998 0.13491500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 -2 -5 -7 -1 10 -10 11 12 -9 -13
right_child=1 -3 -4 5 -6 6 -8 8 9 -11 -12 13 -14 -15
leaf_value=0.0018849856912073742 0.00083124945794583159 -0.0041888909023819511 -0.0024551809524041516 -0.0014018661005191155 -0.0025366310937627642 0.0041719681692111103 -0.00049567919922269309 -0.0030054075780326919 0.0010586391597638073 -0.0039068284955678457 0.0028646685054527013 0.0040885712328915724 8.7480395717515189e-05 -0.00039273969647853562
leaf_weight=85 63 50 47 47 88 51 55 53 48 48 56 46 2946 46
leaf_count=85 63 50 47 47 88 51 55 53 48 48 56 46 2946 46
internal_value=0 -0.000738694 9.98452e-05 -0.000168534 -0.00112607 0.000771132 0.00174235 0.000136175 9.00855e-05 -0.00141557 0.000136276 8.65805e-05 3.25481e-05 0.00183902
internal_weight=0 354 3375 304 151 153 106 3328 3243 96 3147 3091 2999 92
internal_count=3729 354 3375 304 151 153 106 3328 3243 96 3147 3091 2999 92
is_linear=0
shrinkage=0.0995203


Tree=2720
num_leaves=18
num_cat=0
split_feature=18 4 20 8 20 11 3 8 4 4 1 17 4 0 4 18 0
split_gain=0.0325535 0.02932 0.0726707 0.11177 0.0681999 0.107947 0.0635122 0.0541764 0.0426848 0.0509632 0.074007 0.0530191 0.0460168 0.0626856 0.0830822 0.100849 0.0661176
threshold=-0.47082499999999999 0.10606500000000003 -0.06470999999999999 -0.014194999999999999 -0.025670000000000002 -0.15511999999999998 0.14823500000000003 0.0017700000000000003 0.090860000000000024 0.094995000000000024 -0.0086750000000000004 -0.54604999999999992 0.086380000000000026 -0.225295 0.079660000000000022 -0.089929999999999996 -0.13752999999999999
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 -4 -6 7 -7 12 -10 11 -11 13 -2 16 -16 -15
right_child=1 2 4 -5 5 6 -8 -9 9 10 -12 -13 -14 14 15 -17 -18
leaf_value=0.002538098402014939 0.0036179072095023882 -0.00065863612518971405 0.0030734818772877519 -0.0067243931288072769 0.0037758069314054814 -7.6168889696872239e-05 -0.0046115271401563169 -0.0034776946564569512 0.0042552971283505731 -6.0682889299271903e-05 -0.0018958936064162903 0.0039365224807121893 -0.0023638528336741007 0.0028368612654641832 -0.0062831128185649194 0.00029068681694618585 -3.4794129355358767e-05
leaf_weight=48 47 88 58 46 50 273 46 56 47 62 74 69 83 82 46 46 2503
leaf_count=48 47 88 58 46 50 273 46 56 47 62 74 69 83 82 46 46 2503
internal_value=0 -7.02554e-05 -0.000696179 -0.00274702 -0.000125513 -0.000564009 -0.00114483 -0.000657641 5.57258e-05 0.0012966 0.000614265 0.00203847 -5.53824e-05 1.4656e-05 -4.83004e-05 -0.00298732 5.59824e-05
internal_weight=0 3676 617 134 483 425 375 329 3059 252 205 131 2807 2724 2677 92 2585
internal_count=3724 3676 617 134 483 425 375 329 3059 252 205 131 2807 2724 2677 92 2585
is_linear=0
shrinkage=0.0995203


Tree=2721
num_leaves=22
num_cat=0
split_feature=19 2 8 2 19 17 17 2 3 9 9 21 3 38 9 8 21 3 17 17 26
split_gain=0.0361234 0.0499477 0.0728791 0.152879 0.0377996 0.0408961 0.10462 0.0595058 0.0553876 0.0567022 0.0572172 0.0493692 0.069705 0.0461219 0.0389306 0.114353 0.042309 0.0313592 0.0257827 0.0528607 0.0637545
threshold=0.083090000000000011 -0.080329999999999999 -0.085605000000000001 -0.086609999999999993 0.0069650000000000016 -0.42946499999999999 -0.47367999999999999 -0.090919999999999987 0.11275500000000002 0.096535000000000024 0.087495000000000031 0.13457500000000003 0.13775000000000004 -0.076799999999999993 -0.091064999999999993 -0.092844999999999997 0.086690000000000017 0.087385000000000032 0.41239500000000012 -0.040099999999999997 0.086760000000000018
decision_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 17 -4 5 6 8 -8 9 10 -1 13 -13 -7 15 -15 -16 -2 19 -3 -21
right_child=1 18 3 -5 -6 11 7 -9 -10 -11 -12 12 -14 14 16 -17 -18 -19 -20 20 -22
leaf_value=-0.0024977064479611219 0.0018005399003117792 0.0014134461534991382 0.00057119141916838487 0.0079668070775759676 -0.0023032293302407531 0.0023839194197130468 0.00085958229230167897 0.0056291756678543024 0.0022541030111252565 -0.0037812375480996787 0.0013227259956583675 -0.0052504930741361176 7.674932241859068e-05 0.00032335578248213849 -0.00033528435400257572 -0.0049626238574616262 0.00068165370323284311 -0.0014354506175815085 0.0011417243586353619 -0.0050306138065398086 -2.5709931668315903e-06
leaf_weight=60 56 58 68 47 79 69 47 59 73 52 110 46 51 107 1910 65 514 63 89 47 54
leaf_count=60 56 58 68 47 79 69 47 59 73 52 110 46 51 107 1910 65 514 63 89 47 54
internal_value=0 0.000770773 0.00181409 0.00360087 -0.000152538 -9.85627e-05 0.000840157 0.00352208 -0.000120742 -0.000905347 -2.08468e-05 -0.000235147 -0.00244113 -0.000154547 -0.000222333 -0.00166949 -0.000119309 8.04894e-05 -0.000210346 -0.000972314 -0.00235046
internal_weight=0 482 234 115 3242 3163 401 106 295 222 170 2762 97 2665 2596 172 2424 119 248 159 101
internal_count=3724 482 234 115 3242 3163 401 106 295 222 170 2762 97 2665 2596 172 2424 119 248 159 101
is_linear=0
shrinkage=0.0995203


Tree=2722
num_leaves=15
num_cat=0
split_feature=27 5 1 0 27 8 6 26 5 27 30 26 5 1
split_gain=0.024592 0.120602 0.0475318 0.0552203 0.0573594 0.0534569 0.0817664 0.0307393 0.0257659 0.0313025 0.0317893 0.0243137 0.0401964 0.0372782
threshold=0.085370000000000015 0.060575000000000011 0.40780000000000011 -0.23032 0.07692000000000003 -0.10115999999999999 -0.425425 -0.112275 0.62720500000000012 -0.09151999999999999 0.090685000000000029 -0.084149999999999989 -0.41397 -0.0032650000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 -1 8 -4 -7 -2 9 -5 -11 -9 -13 -14
right_child=1 -3 5 4 -6 6 -8 11 -10 10 -12 12 13 -15
leaf_value=0.002727404813495374 0.0022705585113236104 -0.0055772894575480377 0.00066537199181532073 -0.002435307258194228 0.0028163027688310228 5.96192381668275e-05 -0.0049174074898902303 -0.0025944510745091447 0.001680112879205586 5.4670205385180275e-05 -0.0022056078120733405 -0.0016119460386446224 -0.00042040756245706235 0.0033547205353934312
leaf_weight=80 46 46 77 53 74 60 71 46 89 2827 63 88 57 47
leaf_count=80 46 46 77 53 74 60 71 46 89 2827 63 88 57 47
internal_value=0 -0.000849745 5.00792e-05 0.000145473 7.87072e-05 -0.00140715 -0.00263161 -8.11325e-05 1.16225e-05 -3.85566e-05 5.11441e-06 -0.000539101 -4.24091e-05 0.00127779
internal_weight=0 330 3394 3186 3106 208 131 284 3032 2943 2890 238 192 104
internal_count=3724 330 3394 3186 3106 208 131 284 3032 2943 2890 238 192 104
is_linear=0
shrinkage=0.0995203


Tree=2723
num_leaves=19
num_cat=0
split_feature=19 2 2 6 5 19 18 21 20 5 21 6 29 29 2 19 19 18
split_gain=0.0271429 0.0398312 0.0623289 0.0610032 0.0752921 0.0314818 0.0358371 0.035862 0.0669941 0.07332 0.0413726 0.031523 0.0546768 0.0544327 0.0238069 0.026508 0.0385525 0.0112935
threshold=0.083090000000000011 -0.080329999999999999 -0.082644999999999982 -0.01146 -0.015214999999999999 0.0069650000000000016 -0.44183499999999992 0.11987500000000002 -0.065649999999999986 0.0076350000000000012 0.11266500000000003 -0.14723999999999998 -0.074579999999999994 0.075910000000000019 -0.07725499999999999 0.12403500000000002 0.13612500000000002 0.11362500000000002
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 6 -1 10 -9 -10 11 12 -8 -13 -3 17 -17 -16
right_child=1 14 -4 4 -6 -7 7 8 9 -11 -12 13 -14 -15 15 16 -18 -19
leaf_value=0.0023910985601887868 -0.0016449133082777328 -0.0022509236433496862 0.004681581963238134 -0.0005338005438870069 0.0045320518400406599 -0.0020930167020701365 0.0012870855423276729 -0.0038699320161801262 -0.0028492525119969431 0.0022834563782828383 0.0023657920569333359 0.00010255858428869509 -0.0015878130007493572 -0.0029318466915949095 0.00033460398833737515 -0.0027993260850558777 0.00099252945811968848 0.0025167440200934031
leaf_weight=57 67 46 51 55 61 79 84 71 49 63 69 2416 294 60 47 51 55 49
leaf_count=57 67 46 51 55 61 79 84 71 49 63 69 2416 294 60 47 51 55 49
internal_value=0 0.000670074 0.00160183 0.00073907 0.00212308 -0.000130274 -8.09935e-05 -0.000126624 -0.00147826 3.05868e-05 -4.17223e-05 -0.000100215 -0.000946781 2.86963e-05 -0.000205786 0.000255886 -0.000824131 0.00145693
internal_weight=0 482 234 183 116 3242 3163 3106 183 112 2923 2854 378 2476 248 202 106 96
internal_count=3724 482 234 183 116 3242 3163 3106 183 112 2923 2854 378 2476 248 202 106 96
is_linear=0
shrinkage=0.0995203


Tree=2724
num_leaves=13
num_cat=0
split_feature=20 4 21 3 0 21 6 2 6 1 6 6
split_gain=0.0159911 0.0310523 0.0291192 0.026391 0.0236401 0.0880688 0.146092 0.0639009 0.0230928 0.0227146 0.0259378 0.0725783
threshold=-0.15398499999999998 0.099960000000000021 -0.093924999999999995 0.097255000000000022 -0.17809 -1.0000000180025095e-35 -0.094839999999999994 0.097745000000000012 -0.52821499999999999 0.51334500000000016 -0.45687499999999998 -0.36821999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 7 -7 -6 10 -10 -12
right_child=2 -3 4 -5 8 6 -8 -9 9 -11 11 -13
leaf_value=0.0017002445232203961 -0.002301576221556024 0.0026839296401532818 -0.0025739300213504712 -0.0015572716473899802 -0.0020220216419256009 -0.0023389942073111592 0.0070563437288882359 0.0026947159819134181 0.0022384098396347981 0.0020145013990350478 -0.0033897872710932212 0.00010443899226941685
leaf_weight=46 49 71 46 53 51 48 46 52 54 61 60 3124
leaf_count=46 49 71 46 53 51 48 46 52 54 61 60 3124
internal_value=0 0.0010955 0.000106924 -3.54092e-05 0.000140474 0.00121472 0.00241401 0.000270349 7.86614e-05 0.000111385 7.52793e-05 3.83359e-05
internal_weight=0 170 3591 99 3542 192 146 100 3350 3299 3238 3184
internal_count=3761 170 3591 99 3542 192 146 100 3350 3299 3238 3184
is_linear=0
shrinkage=0.0995203


Tree=2725
num_leaves=11
num_cat=0
split_feature=5 0 4 7 35 1 26 0 1 9
split_gain=0.0183524 0.0245239 0.0342522 0.0329496 0.0330168 0.0380331 0.0256411 0.0559977 0.0383889 0.0194932
threshold=0.62720500000000012 0.11291000000000002 0.088435000000000027 -0.074779999999999999 -0.083194999999999991 -0.51253999999999988 0.12086000000000002 -0.066264999999999991 0.55657000000000012 0.095585000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 8 -8 -7 -2
right_child=9 2 -4 4 5 6 7 -9 -10 -11
leaf_value=0.0022154778537438313 0.0029749037356947682 0.00014515371885611027 -0.0030979809737520419 0.002755185563662567 -0.0023322877483206235 9.2829694921241185e-05 0.00018907825671471117 0.0038108877415618764 -0.002448681970315785 7.464599294852775e-05
leaf_weight=75 46 75 56 46 64 3076 158 58 60 47
leaf_count=75 46 75 56 46 64 3076 158 58 60 47
internal_value=0 0.000101472 -0.00123498 0.000151201 0.000106245 7.03345e-05 0.000116452 0.00116539 4.39428e-05 0.00151799
internal_weight=0 3668 131 3537 3462 3416 3352 216 3136 93
internal_count=3761 3668 131 3537 3462 3416 3352 216 3136 93
is_linear=0
shrinkage=0.0995203


Tree=2726
num_leaves=9
num_cat=0
split_feature=10 10 5 35 29 8 7 21
split_gain=0.0165427 0.02459 0.0213947 0.0252871 0.0246237 0.0483155 0.050526 0.00906029
threshold=0.093790000000000026 0.087605000000000016 -0.55105499999999996 -0.083194999999999991 0.097185000000000021 -0.50270999999999988 -0.074779999999999999 0.096505000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -6
right_child=-2 -3 3 4 7 6 -8 -9
leaf_value=0.0021825838319522004 -0.0014373261975156612 0.0020557656525916714 0.0021864798108107738 -0.0028124851779629408 0.002647681041380709 0.0030799691439910479 1.0795837347785027e-05 0.00066411812148866938
leaf_weight=49 66 66 56 59 46 54 3317 48
leaf_count=49 66 66 56 59 46 54 3317 48
internal_value=0 0.000151293 0.000116431 8.79222e-05 5.43416e-05 1.05515e-05 6.02038e-05 0.00164351
internal_weight=0 3695 3629 3580 3524 3430 3371 94
internal_count=3761 3695 3629 3580 3524 3430 3371 94
is_linear=0
shrinkage=0.0995203


Tree=2727
num_leaves=11
num_cat=0
split_feature=18 0 0 7 18 18 6 26 26 26
split_gain=0.0145915 0.0672705 0.026294 0.0337459 0.0213323 0.0608858 0.0297847 0.0241453 0.0580713 0.0409034
threshold=0.19545000000000004 -0.074264999999999984 0.16362500000000005 -0.074779999999999999 0.12487500000000003 0.11769500000000002 0.092120000000000021 0.12086000000000002 0.12753500000000004 0.11790500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -6 9 -9 -5
right_child=1 -3 -4 4 6 -7 -8 8 -10 -11
leaf_value=0.0021826750888785493 -0.00068889251956337526 0.004176031311613428 -0.0021675835818748151 3.8658911389222163e-05 0.00023935588483707811 0.003399811596784976 -0.0025047148924672467 0.0037109818731292468 -2.1401854108712e-05 -0.0029196238477475992
leaf_weight=76 72 46 51 3067 81 55 75 60 131 47
leaf_count=76 72 46 51 3067 81 55 75 60 131 47
internal_value=0 0.00120067 7.55038e-05 0.00010758 6.24925e-05 0.000115533 -0.00107466 6.06297e-05 0.00114679 -5.72799e-06
internal_weight=0 118 3643 3592 3516 3360 156 3305 191 3114
internal_count=3761 118 3643 3592 3516 3360 156 3305 191 3114
is_linear=0
shrinkage=0.0995203


Tree=2728
num_leaves=18
num_cat=0
split_feature=2 8 8 5 17 17 5 8 8 6 3 0 0 8 18 3 6
split_gain=0.0391973 0.0288763 0.0406668 0.139188 0.0397525 0.0949709 0.0528077 0.0631336 0.0683561 0.0366606 0.150132 0.0754446 0.182605 0.0626852 0.051116 0.0978268 0.0952504
threshold=0.50951500000000005 -0.092844999999999997 -0.090809999999999988 -0.082635 -0.16855499999999998 -0.090304999999999996 -0.0070049999999999999 -0.09602999999999999 -0.099434999999999996 0.087235000000000021 0.084065000000000015 -0.087184999999999999 -0.084665000000000004 -0.089044999999999999 0.0020050000000000003 0.084895000000000012 0.08463500000000003
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 8 -7 13 -11 -12 -13 -4 16 -16 -15
right_child=-2 2 9 -5 5 6 -8 -9 -10 10 11 12 -14 14 15 -17 -18
leaf_value=0.0020853990704076003 0.002856713346917888 0.0057744755414773285 -0.0033556041249381248 -0.0013616472844410871 -0.0046004889987519438 -0.00067120251009437459 0.0024406903942207872 -0.0032240288554920204 0.0033137477287623583 0.0061029241019434919 0.0034522024189939126 -0.0046522820653183625 0.00061990395311894097 6.0194499787114316e-06 0.0042145320008881272 0.00034019298041385672 -0.0032654270348500681
leaf_weight=55 55 54 54 54 56 289 62 78 50 49 76 71 777 1408 78 378 94
leaf_count=55 55 54 54 54 56 289 62 78 50 49 76 71 777 1408 78 378 94
internal_value=0 0.000178922 0.00030079 0.00219884 -0.000458565 -0.000721624 -0.000266436 -0.000670898 -8.10365e-05 0.000231843 0.000733384 0.00044775 0.000177517 -1.02951e-05 8.15477e-05 0.0010047 -0.000198173
internal_weight=0 3683 3093 108 590 535 479 417 339 2985 973 924 848 2012 1958 456 1502
internal_count=3738 3683 3093 108 590 535 479 417 339 2985 973 924 848 2012 1958 456 1502
is_linear=0
shrinkage=0.0995203


Tree=2729
num_leaves=20
num_cat=0
split_feature=2 8 26 17 17 8 4 8 17 27 8 2 17 9 8 9 8 6 0
split_gain=0.0317792 0.0234116 0.0361334 0.0479034 0.0873705 0.0521066 0.0549026 0.0329406 0.121813 0.0360016 0.0806179 0.0335043 0.0709419 0.0586016 0.0518514 0.10125 0.0640813 0.0327176 0.0416025
threshold=0.50951500000000005 -0.092844999999999997 -0.019129999999999998 -0.16855499999999998 -0.090304999999999996 -0.09602999999999999 0.077430000000000013 -0.090809999999999988 -0.0058449999999999995 1.0000000180025095e-35 -0.07106999999999998 -0.087075 0.10932500000000002 0.083760000000000015 -0.084554999999999991 0.085665000000000033 -0.083849999999999994 -0.064579999999999985 -0.07298499999999998
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 6 -6 8 -3 11 17 12 13 -9 15 -13 -16 18 -11
right_child=-2 7 3 4 5 -7 -8 9 -10 10 -12 14 -14 -15 16 -17 -18 -19 -20
leaf_value=0.0019885534759213996 0.0025724125627731862 0.0052633945772669714 0.0022615986777803675 -0.0048682731046308702 0.0013158874624407207 -0.0029539304083326117 -0.0011477567133286876 -0.0018928761247367599 -0.0014133757301816746 -0.0025964856923682898 -0.0036658818236535973 -0.0022423935221374631 0.0038798415331583254 0.0010192003231354601 0.0032165737918101777 0.00082302724324184848 0.00024106755910325228 0.0023424835462092729 0.0013854043396461476
leaf_weight=56 55 55 50 51 165 72 196 81 53 55 75 235 73 437 75 195 1658 52 49
leaf_count=56 55 55 50 51 165 72 196 81 53 55 75 235 73 437 75 195 1658 52 49
internal_value=0 0.00016116 -0.00041279 -0.00066615 -0.000970295 -0.000509289 -1.94467e-05 0.000270908 0.00197925 0.000208824 -0.000983703 0.000309148 0.000973428 0.000562257 0.000127267 -0.000850357 0.000370313 0.00030056 -0.000712532
internal_weight=0 3683 590 534 484 433 361 3093 108 2985 231 2754 591 518 2163 430 1733 156 104
internal_count=3738 3683 590 534 484 433 361 3093 108 2985 231 2754 591 518 2163 430 1733 156 104
is_linear=0
shrinkage=0.0995203


Tree=2730
num_leaves=21
num_cat=0
split_feature=7 5 5 5 0 3 17 5 5 5 5 17 27 9 9 9 4 17 6 18
split_gain=0.0390707 0.0274222 0.106157 0.0561333 0.260203 0.0603055 0.136155 0.0727564 0.139438 0.106476 0.0846585 0.0464995 0.0401442 0.0385176 0.0829068 0.0738247 0.0596398 0.0529874 0.0564756 0.050903
threshold=-0.23835999999999999 -0.040404999999999996 -0.045014999999999993 -0.02504 -0.085684999999999997 0.083955000000000016 -0.013885 -0.0083599999999999994 -0.0098949999999999993 -0.0070049999999999999 -0.012464999999999999 -0.092124999999999999 0.085370000000000015 0.090150000000000022 0.088825000000000029 0.091310000000000016 0.14646500000000004 -0.042709999999999991 0.090195000000000011 0.11769500000000002
decision_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 4 -3 6 11 8 10 -9 -7 -5 -11 14 16 -15 19 -17 -19 -2
right_child=1 3 -4 5 -6 7 -8 9 -10 12 -12 -13 -14 15 -16 17 -18 18 -20 -21
leaf_value=0.0030294647624091002 -0.0001320671301124946 -0.0031939019825257126 -0.0048784110837281052 0.0018282948818064224 0.0062582214002893368 -0.0014318643059651108 0.0062693128745777964 0.0045385726639766031 -0.0055570467465851699 0.00035350651669336752 0.0020382041277172587 -0.0017277669204017394 -0.0019876395733848854 0.0043059144429785636 -0.0033818821768876422 0.0030600063065608753 -0.0035038672752783552 0.00080336720708450941 -0.001390029117501375 0.0030533287934996615
leaf_weight=47 792 48 46 88 72 219 52 59 60 1234 102 62 77 49 85 60 49 290 194 53
leaf_count=47 792 48 46 88 72 219 52 59 60 1234 102 62 77 49 85 60 49 290 194 53
internal_value=0 0.000140792 -0.0001659 0.000380563 0.00247055 0.000251727 0.00188006 6.34104e-05 -0.00115251 0.000402157 -0.000326675 0.000352998 0.000215378 -2.74812e-05 -0.000411378 0.000604924 -0.000128032 0.000270058 -7.41127e-05 6.67583e-05
internal_weight=0 3691 1618 2073 120 1953 202 1751 381 1370 321 150 1311 1572 979 593 894 544 484 845
internal_count=3738 3691 1618 2073 120 1953 202 1751 381 1370 321 150 1311 1572 979 593 894 544 484 845
is_linear=0
shrinkage=0.0995203


Tree=2731
num_leaves=23
num_cat=0
split_feature=7 1 3 3 1 1 4 3 1 4 26 1 35 3 8 8 8 3 3 4 4 4
split_gain=0.0316789 0.0297525 0.0507639 0.113084 0.0696173 0.057144 0.0612052 0.0653941 0.0570228 0.150034 0.060644 0.0594345 0.0499904 0.038353 0.0251213 0.0326514 0.0332757 0.0546993 0.0430134 0.0379591 0.104005 0.0869426
threshold=-0.23835999999999999 -0.0088199999999999997 0.089810000000000015 0.090765000000000026 -0.0064949999999999999 -0.0040349999999999995 0.087495000000000031 0.086535000000000015 0.0047600000000000012 0.083105000000000026 0.08919500000000001 0.031740000000000011 -0.011294999999999999 0.10377500000000002 0.24095500000000006 0.10528000000000003 1.0000000180025095e-35 0.10892000000000003 0.092200000000000018 0.085720000000000018 0.094475000000000017 0.08024000000000002
decision_type=2 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 4 -4 -3 -6 7 -7 9 10 -5 -10 -8 -13 15 16 19 18 -18 21 -21 -2
right_child=1 2 3 8 5 6 12 -9 11 -11 -12 13 -14 -15 -16 -17 17 -19 -20 20 -22 -23
leaf_value=0.0027279719156404615 0.00041269969956423736 -0.00453713087698352 0.0044927828456006362 0.002349298153459487 0.0026021066848714866 -0.00010710444068561357 -0.0017763670329975362 -0.0039366364086961163 0.0026521675922499956 -0.0064791587032739864 -0.0024696943450711519 0.0012906057996492349 0.0022472712278306696 -0.00046760729306400902 -0.0018098812016414773 0.002599950592311872 -0.0020031365181384297 -0.0039102959176280875 0.0014854961306822391 0.0048760547561434338 0.00048264556936960731 -0.003299388563943777
leaf_weight=47 1598 53 56 59 46 77 53 105 89 48 46 158 72 552 52 65 60 46 84 69 238 65
leaf_count=47 1598 53 56 59 46 77 53 105 89 48 46 158 72 552 52 65 60 46 84 69 238 65
internal_value=0 0.000126758 -0.00023145 0.000146268 -0.00117125 -0.000663572 -0.00115556 -0.00232095 -0.000108549 -0.00186926 0.000230324 0.000227584 0.0005347 -7.51899e-05 0.000349563 0.000400398 0.000333829 -0.000922528 2.62141e-05 0.000455416 0.00147276 0.000267117
internal_weight=0 3691 1414 1008 406 353 307 182 952 153 105 799 125 710 2277 2225 2160 190 144 1970 307 1663
internal_count=3738 3691 1414 1008 406 353 307 182 952 153 105 799 125 710 2277 2225 2160 190 144 1970 307 1663
is_linear=0
shrinkage=0.0995203


Tree=2732
num_leaves=18
num_cat=0
split_feature=18 0 18 17 18 3 2 18 5 27 9 30 4 8 8 17 1
split_gain=0.0339558 0.0824264 0.0348186 0.054937 0.0624087 0.0799252 0.0953533 0.0470133 0.115231 0.0594972 0.0572115 0.046812 0.0788481 0.0450893 0.0734413 0.0402693 0.0285905
threshold=0.19545000000000004 -0.072529999999999997 -0.096219999999999986 -0.54752499999999993 -0.15202999999999997 0.092200000000000018 -0.081134999999999999 -0.092084999999999986 -0.0037599999999999999 -0.032854999999999995 -0.46256000000000003 0.11725000000000002 0.14039500000000002 0.0017700000000000003 -0.062834999999999988 -0.45380999999999999 -0.031409999999999993
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 13 6 16 8 -4 -9 -11 12 -12 14 15 -5 -6
right_child=1 -3 7 4 5 -7 -8 9 -10 10 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.0020211180247348289 -0.00071479091157876742 0.0047479552490851456 0.00077728411806654585 -0.0013724832299703874 0.00082314374940221197 0.0052697924485525178 0.0043050980323816662 0.0029365372013046764 -0.00583758357400421 -0.0037749814148045251 -0.00033856173055725691 -0.0032985864079526413 0.0030426236543970508 0.0018701870895470871 -0.003512380325689928 0.0025595443327108627 -0.0025683669454742526
leaf_weight=74 67 46 53 50 48 59 54 55 51 48 2766 51 70 75 71 53 50
leaf_count=74 67 46 53 50 48 59 54 55 51 48 2766 51 70 75 71 53 50
internal_value=0 0.00150174 -0.000249244 0.000492209 0.000898307 0.00215784 0.000944526 -0.000377478 -0.00245868 -0.000304815 -0.000365834 -0.000308869 -0.000254816 -0.000165722 -0.00104797 0.000642846 -0.000898866
internal_weight=0 113 3628 534 460 211 152 3094 104 2990 2935 2887 2836 249 174 103 98
internal_count=3741 113 3628 534 460 211 152 3094 104 2990 2935 2887 2836 249 174 103 98
is_linear=0
shrinkage=0.0995203


Tree=2733
num_leaves=24
num_cat=0
split_feature=20 26 1 6 2 20 26 2 26 1 20 13 8 2 2 6 17 8 3 17 17 17 3
split_gain=0.0323074 0.0385826 0.0341575 0.0554866 0.0636532 0.146934 0.0578786 0.123701 0.0622598 0.055244 0.0421961 0.0328702 0.0342297 0.0785488 0.0596413 0.0408392 0.0789534 0.0361957 0.0355503 0.0241425 0.0446106 0.0374883 0.0144931
threshold=-0.074014999999999984 0.096980000000000025 -0.054974999999999996 -0.0087049999999999992 -0.086554999999999993 -0.087094999999999992 0.084645000000000012 -0.075899999999999995 0.086255000000000012 -0.0062700000000000004 -0.097019999999999995 0.077880000000000019 -0.097604999999999997 0.11804000000000002 0.10449500000000002 0.11642500000000001 0.11012500000000003 -0.13559999999999997 0.096775000000000014 -0.0069749999999999994 0.011640000000000003 0.14342500000000005 0.087925000000000017
decision_type=2 2 2 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 10 7 -6 -8 -5 -4 12 17 14 15 16 -14 19 -17 -2 -21 -22 -19
right_child=11 -3 3 9 6 -7 8 -9 -10 -11 -12 -13 13 -15 -16 18 -18 22 -20 20 21 -23 -24
leaf_value=-0.0017192889538758757 -0.0014364763409488129 0.0028148151867621418 -0.0011523767815264639 0.003739738116178162 0.0051366055097934486 -0.0053249171146949464 -0.0027474344522447954 0.00022631058756142691 0.00043866402040771232 -0.00038980860430102855 0.0027153760304205322 -0.0027449236649367752 -0.00028433448873675546 -0.0034560178481320746 0.0029602868699121409 0.0035056953425374664 -0.0021138194264508818 0.00079423118905576492 8.1692996818540447e-05 0.0023499509267283433 -0.0027565907618072164 0.0011919612729077414 0.0031560924412411522
leaf_weight=88 84 57 63 85 72 67 81 174 242 51 50 56 1749 83 53 46 270 47 88 80 49 46 60
leaf_count=88 84 57 63 85 72 67 81 174 242 51 50 56 1749 83 53 46 270 47 88 80 49 46 60
internal_value=0 0.000297449 0.000149136 0.000335848 0 -0.00163111 0.000516075 0.0016668 -0.000357792 0.00218514 0.000551774 -0.000357001 -0.000306326 -0.000449418 -0.000335924 -0.000417447 -0.000529396 0.000586346 0.00126321 -4.66875e-05 0.000615733 -0.000836044 0.00212629
internal_weight=0 1030 973 885 749 180 569 246 323 136 113 2711 2655 2289 2206 2153 2019 366 134 259 175 95 107
internal_count=3741 1030 973 885 749 180 569 246 323 136 113 2711 2655 2289 2206 2153 2019 366 134 259 175 95 107
is_linear=0
shrinkage=0.0995203


Tree=2734
num_leaves=19
num_cat=0
split_feature=20 9 5 21 9 8 8 18 0 1 35 5 0 20 18 0 18 5
split_gain=0.0261942 0.0382012 0.0781781 0.0573082 0.0817311 0.0574309 0.147958 0.0747147 0.0678407 0.0437812 0.030674 0.0621236 0.0783871 0.112952 0.040444 0.0405791 0.0561537 0.0222718
threshold=-0.074014999999999984 0.097680000000000031 0.51100000000000012 0.10384500000000002 0.086375000000000021 -0.011315 -0.068904999999999994 -0.023444999999999997 -0.085684999999999997 0.058455000000000014 -0.080914999999999987 -0.54382499999999989 -0.225295 1.0000000180025095e-35 -0.40801999999999999 -0.16132499999999997 -0.20826999999999998 -0.095609999999999987
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 8 -7 -1 -3 -2 -12 13 -13 -14 -16 -17 -9
right_child=10 9 -4 4 -6 7 -8 17 -10 -11 11 12 14 -15 15 16 -18 -19
leaf_value=-0.0011245870626358336 -0.0025674122720101117 0.0030889499609409584 -0.0036424371254509974 -0.00062797545783654539 0.0044870386780769995 -0.00073983958937282697 -0.0058600268917855759 0.0018638369207192435 0.0012275600224520035 -0.00058827694516031025 0.0028932948075856366 -0.0060561617793762589 0.0022754112287117424 0.00054568498146044596 0.0021346631286678613 -0.0037010789594735332 -0.00029472313104044623 0.0049829601577884557
leaf_weight=271 59 91 54 55 70 79 48 47 220 49 60 56 62 47 66 49 2312 46
leaf_count=271 59 91 54 55 70 79 48 47 220 49 60 56 62 47 66 49 2312 46
internal_value=0 0.000267847 2.65317e-05 0.000264502 0.00222988 -7.98781e-05 -0.000586236 0.00150215 -6.90046e-05 0.00179607 -0.000321412 -0.000271136 -0.000344703 -0.00303572 -0.000233014 -0.000297431 -0.000365765 0.00341543
internal_weight=0 1030 890 836 125 711 539 172 491 140 2711 2652 2592 103 2489 2427 2361 93
internal_count=3741 1030 890 836 125 711 539 172 491 140 2711 2652 2592 103 2489 2427 2361 93
is_linear=0
shrinkage=0.0995203


Tree=2735
num_leaves=19
num_cat=0
split_feature=20 9 5 9 20 9 9 9 5 17 13 5 0 20 23 9 3 9
split_gain=0.0212272 0.0343203 0.0406787 0.0349155 0.0693235 0.0676845 0.130219 0.0741299 0.0706106 0.0510898 0.0269851 0.0343165 0.064137 0.0916335 0.0322292 0.0472555 0.0825908 0.0644793
threshold=-0.074014999999999984 0.11007500000000002 0.51100000000000012 0.093425000000000022 -0.083654999999999993 0.089175000000000018 0.088135000000000033 0.08709500000000002 0.0076350000000000012 0.047990000000000012 0.077880000000000019 -0.54382499999999989 -0.225295 1.0000000180025095e-35 1.0000000180025095e-35 0.083325000000000024 0.11523000000000001 0.083955000000000016
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 7 -1 9 -7 11 -2 13 -13 15 16 -14 -17
right_child=10 -3 -4 4 -6 8 -8 -9 -10 -11 -12 12 14 -15 -16 17 -18 -19
leaf_value=0.00041271455965514678 0.0020880630684805852 0.0028121509044089694 -0.0021470509368466343 -0.00031195438283029739 0.0041515367633114825 -0.0056263571559985294 0.0048921281867815337 -0.0032608842773772361 0.0011709805073587501 -0.0010268566398612938 -0.0024529630514003998 -0.0054534512316178887 0.0015464074166971569 0.00049137845143185836 -0.0028084213416937321 -0.0029669486923924386 -0.00084975316663205816 -0.00026264029973836566
leaf_weight=503 61 49 73 74 64 51 60 61 49 46 56 56 368 47 46 92 232 1753
leaf_count=503 61 49 73 74 64 51 60 61 49 46 56 56 368 47 46 92 232 1753
internal_value=0 0.000241032 0.000111773 0.000294276 0.00175214 3.19335e-05 0.00048431 1.3941e-05 -0.0018959 -0.00345359 -0.000289395 -0.000243452 -0.000298595 -0.00273282 -0.000197614 -0.00014816 0.000618528 -0.000397933
internal_weight=0 1030 981 908 138 770 624 564 146 97 2711 2655 2594 103 2491 2445 600 1845
internal_count=3741 1030 981 908 138 770 624 564 146 97 2711 2655 2594 103 2491 2445 600 1845
is_linear=0
shrinkage=0.0995203


Tree=2736
num_leaves=13
num_cat=0
split_feature=17 30 6 5 1 1 2 2 3 19 9 9
split_gain=0.0537383 0.033623 0.0286935 0.0832618 0.0689488 0.0401716 0.0307497 0.0383528 0.0510146 0.0330247 0.0256779 0.00620477
threshold=-0.57205499999999987 0.10801000000000002 -0.25061999999999995 -0.41880499999999998 0.41291000000000005 0.51334500000000016 0.31534000000000012 0.12610000000000002 0.11896500000000003 -0.10411999999999999 -0.078344999999999984 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 7 9 -9 -4 -3 -7
right_child=1 10 4 -5 -6 11 -8 8 -10 -11 -12 -13
leaf_value=0.003328857254112633 0.0018798350374078765 0.00021517561680654598 0.0023477352077893956 -0.0043109897443334121 0.0034135483033138213 -0.0021054714208124121 -0.0021061955382910775 0.0039739807870661902 -0.00030195660343213378 -2.9215843780625974e-05 0.0034749167789270424 -0.00044326230251778284
leaf_weight=51 70 47 59 58 61 46 65 57 53 3071 50 46
leaf_count=51 70 47 59 58 61 46 65 57 53 3071 50 46
internal_value=0 7.54769e-05 2.57906e-05 -0.00107504 9.79837e-05 7.84532e-05 3.6541e-05 7.97807e-05 0.00190632 1.53278e-05 0.00190389 -0.00128327
internal_weight=0 3683 3586 220 3366 162 3305 3240 110 3130 97 92
internal_count=3734 3683 3586 220 3366 162 3305 3240 110 3130 97 92
is_linear=0
shrinkage=0.0995203


Tree=2737
num_leaves=15
num_cat=0
split_feature=17 36 7 5 8 18 5 8 5 8 2 2 0 17
split_gain=0.0435734 0.0294243 0.0377884 0.030006 0.0868952 0.166992 0.204272 0.109865 0.0655186 0.0592628 0.043274 0.058866 0.0521778 0.0410486
threshold=-0.57205499999999987 0.091370000000000021 -0.10984999999999999 -0.0070049999999999999 -0.085764999999999994 -1.0000000180025095e-35 0.0047850000000000011 -0.083504999999999982 -0.0083599999999999994 -0.082014999999999991 0.097745000000000012 0.11995000000000003 -0.16423499999999999 -0.083000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 6 -5 -6 10 -9 12 -12 -4 -7
right_child=1 -3 3 4 7 13 -8 9 -10 -11 11 -13 -14 -15
leaf_value=0.002997568695838353 -0.0023288218212135633 0.0021834041922004195 -0.0021710253149132132 -0.0092520137622298521 0.0040881403687942821 -0.0010195557910065165 -0.001386244874775898 -0.0026465806157545441 0.0033432816305032798 6.6326332934930535e-05 0.0044926472498916983 0.00066523273764998708 0.00016502494007629385 0.0028558108055263161
leaf_weight=51 66 64 100 51 64 52 92 87 68 952 50 199 1782 56
leaf_count=51 66 64 100 51 64 52 92 87 68 952 50 199 1782 56
internal_value=0 6.79434e-05 3.03064e-05 7.43596e-05 -0.000293905 -0.00196533 -0.00419725 8.57037e-05 0.000301485 -0.000160049 0.000204038 0.00143708 4.0464e-05 0.000982314
internal_weight=0 3683 3619 3553 1354 251 143 1103 2199 1039 2131 249 1882 108
internal_count=3734 3683 3619 3553 1354 251 143 1103 2199 1039 2131 249 1882 108
is_linear=0
shrinkage=0.0995203


Tree=2738
num_leaves=14
num_cat=0
split_feature=17 30 29 0 0 0 1 9 3 3 3 9 3
split_gain=0.0353299 0.0266588 0.0351722 0.02229 0.0576224 0.0534425 0.0511034 0.0495545 0.0441434 0.0344086 0.0891131 0.0872051 0.0331082
threshold=-0.57205499999999987 0.10801000000000002 -0.039379999999999991 -0.084154999999999994 -0.083694999999999992 -0.084665000000000004 -0.14482999999999999 -0.088729999999999989 0.07728500000000002 0.087170000000000011 0.088285000000000016 0.08648500000000002 0.083725000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 -2 -6 -8 11 -11 -9 -10
right_child=1 2 -4 4 7 -7 8 9 12 10 -12 -13 -14
leaf_value=0.0026992499879955321 0.003443694100044907 0.0036047871790871023 -0.00017043912206663378 -0.0034232405197215342 -0.0024141737051467153 0.0032480054942685141 -0.0024212414810674404 0.00012170007283211167 0.0019679074295998193 -0.003500334504663939 -2.0218957609837626e-05 0.0044327833283055226 6.7221894331690992e-05
leaf_weight=51 46 48 49 54 89 58 67 236 97 77 1370 58 1434
leaf_count=51 46 48 49 54 89 58 67 236 97 77 1370 58 1434
internal_value=0 6.12037e-05 0.00168928 1.69367e-05 -0.000218651 0.000278197 0.000172925 -0.000123642 7.82603e-05 -6.0795e-06 -0.000205974 0.000974971 0.000188179
internal_weight=0 3683 97 3586 1884 1702 1644 1830 1598 1741 1447 294 1531
internal_count=3734 3683 97 3586 1884 1702 1644 1830 1598 1741 1447 294 1531
is_linear=0
shrinkage=0.0995203


Tree=2739
num_leaves=9
num_cat=0
split_feature=17 36 9 4 36 20 2 6
split_gain=0.0286463 0.0263533 0.038274 0.0598286 0.0214477 0.0183398 0.0552465 0.0402609
threshold=-0.57205499999999987 0.091370000000000021 -0.26414499999999996 0.14602500000000004 0.086430000000000021 0.12894000000000003 -0.037414999999999997 -0.16169999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 -4
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=0.0024306201920862437 -0.0024117184380727762 0.0020570877182085291 -0.0012455076237553617 0.0033815366298055004 -0.0020989661971367668 -0.0010001943575296747 0.0033966316487877603 9.4973858212017036e-05
leaf_weight=51 63 64 239 53 47 54 59 3104
leaf_count=51 63 64 239 53 47 54 59 3104
internal_value=0 5.51127e-05 1.94827e-05 6.27854e-05 1.23393e-05 4.1289e-05 0.00128825 -6.15882e-07
internal_weight=0 3683 3619 3556 3503 3456 113 3343
internal_count=3734 3683 3619 3556 3503 3456 113 3343
is_linear=0
shrinkage=0.0995203


Tree=2740
num_leaves=11
num_cat=0
split_feature=8 9 25 18 8 3 26 9 9 0
split_gain=0.0257849 0.0421868 0.0345033 0.0267429 0.0273175 0.0488071 0.0639604 0.0566629 0.0406902 0.0243579
threshold=-0.51030999999999993 -0.46256000000000003 0.096120000000000025 0.26473000000000008 -0.092299999999999993 0.085625000000000021 0.08494500000000002 0.091070000000000026 -0.096659999999999982 -0.17809
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -7 -6 -10
right_child=1 2 -4 -5 8 7 -8 -9 9 -11
leaf_value=0.0017387244213838452 -0.0030622326214014301 0.00060236160542134786 0.0025668803581934676 -0.0020503455087155986 -0.0029881786053075642 -0.00061812114075770217 0.0050915176178075441 0.0022412627023308349 0.0010320806001694214 -0.0001685997669014015
leaf_weight=80 46 86 50 66 49 289 50 90 178 2765
leaf_count=80 46 86 50 66 49 289 50 90 178 2765
internal_value=0 -6.71725e-05 -2.89192e-05 -6.54736e-05 -2.78858e-05 0.00064131 0.00225881 5.87284e-05 -0.000143345 -9.57014e-05
internal_weight=0 3669 3623 3573 3507 515 136 379 2992 2943
internal_count=3749 3669 3623 3573 3507 515 136 379 2992 2943
is_linear=0
shrinkage=0.0995203


Tree=2741
num_leaves=19
num_cat=0
split_feature=21 17 2 2 3 21 9 21 21 2 2 21 20 1 17 8 4 18
split_gain=0.0242027 0.0573544 0.0483264 0.0868315 0.0653527 0.0536334 0.0701082 0.0433625 0.0657749 0.02598 0.0529081 0.0603432 0.106412 0.0509841 0.12015 0.0725861 0.0331715 0.0302752
threshold=0.093835000000000016 -0.54604999999999992 -0.095204999999999998 -0.084314999999999987 0.088605000000000017 0.096230000000000024 0.088610000000000008 0.09185500000000002 0.090995000000000006 0.097745000000000012 0.092170000000000016 0.08846500000000003 -0.079154999999999989 0.40780000000000011 -0.0069749999999999994 -0.092299999999999993 0.098220000000000016 -0.096219999999999986
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 -7 8 9 10 11 17 -13 14 16 -15 -11 -1
right_child=1 2 3 4 5 6 -8 -9 -10 13 -12 12 -14 15 -16 -17 -18 -19
leaf_value=0.0010719394899327368 -0.0038434578622508651 0.00191173101267131 -0.0043330668314463978 0.0029095160693713633 -0.0037537422917650206 -0.0015476224963719499 0.00077351303239281877 0.00239314390989107 -0.0033643734138130484 -0.0017764465872358219 -0.003196946795452957 0.0046775094825808527 -0.0013242329546331239 0.0016423999007978351 0.0053421915830534714 -0.0034226032441166828 0.0017282210618906888 -0.00015455773828545452
leaf_weight=220 48 87 56 59 48 235 285 80 55 53 50 72 49 62 68 51 54 2117
leaf_count=220 48 87 56 59 48 235 285 80 55 53 50 72 49 62 68 51 54 2117
internal_value=0 -0.000504371 -0.000295157 -0.000577467 -0.000240733 -0.000569401 -0.000273887 0.000107807 4.3393e-05 0.00011072 7.59038e-06 7.31094e-05 0.00224029 0.00100596 0.00207109 -0.000636331 -8.51196e-08 -3.87477e-05
internal_weight=0 818 770 683 627 568 520 2931 2851 2796 2508 2458 121 288 175 113 107 2337
internal_count=3749 818 770 683 627 568 520 2931 2851 2796 2508 2458 121 288 175 113 107 2337
is_linear=0
shrinkage=0.0995203


Tree=2742
num_leaves=30
num_cat=0
split_feature=26 26 5 5 0 21 8 8 2 2 6 26 18 26 0 1 0 1 0 21 2 2 2 8 0 21 21 21 21
split_gain=0.0230028 0.0696231 0.0658647 0.138122 0.0772664 0.114329 0.109814 0.0646949 0.082391 0.117684 0.0531287 0.0478124 0.117377 0.0742939 0.0462549 0.156095 0.123001 0.08783 0.0750861 0.0436076 0.0480638 0.0889273 0.0760593 0.101247 0.0616498 0.0347299 0.0338445 0.0407741 0.0371995
threshold=0.088685000000000028 0.089150000000000021 -0.0091849999999999987 -0.01554 -0.078809999999999991 0.085955000000000018 -0.080569999999999989 -0.068904999999999994 -0.073884999999999992 -0.081344999999999987 0.041585000000000011 0.088015000000000024 -0.0095499999999999977 0.087745000000000031 -0.071799999999999989 -0.072579999999999992 -0.074819999999999984 -0.082849999999999993 -0.057604999999999996 0.097120000000000026 -0.081344999999999987 -0.082294999999999993 -0.067815 -0.087129999999999999 -0.086304999999999993 0.090375000000000025 0.10237500000000002 0.10645500000000004 0.11347500000000002
decision_type=2 2 2 2 2 2 2 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 -2 3 14 5 6 -4 8 9 -6 -9 13 -13 19 16 -16 17 -3 -17 20 21 24 23 -22 -1 -24 -21 -28 -29
right_child=1 2 4 -5 7 -7 -8 10 -10 -11 -12 12 -14 -15 15 18 -18 -19 -20 26 22 -23 25 -25 -26 -27 27 28 -30
leaf_value=0.0013074046148840864 -0.003253920096561396 -0.0039716530202541407 -0.0019768975254636917 0.005234332970439402 0.0034426768663031585 0.001040780390968036 -0.0080388122546549579 -0.003698056673611996 0.0032771665183857811 -0.0023780707057496314 0.00036165777122310245 -0.00093766838304113842 0.0056183480463632808 -0.0036873605585748693 0.0050569306576640129 -0.0032928131183868991 -0.0048693498357998124 0.00056490303618379355 0.0020457502171481808 -0.0029265611011519122 0.00033268531266300735 -0.0034647978472982272 0.00019579450243069194 0.0053049017257088375 -0.00047191273572760531 0.0023770802545561992 0.0017840123053485255 -0.0027485324040449808 -0.0002116816623782077
leaf_weight=298 77 47 76 55 50 56 49 75 85 110 55 56 52 51 71 60 55 419 46 61 81 73 622 82 546 82 69 79 211
leaf_count=298 77 47 76 55 50 56 49 75 85 110 55 56 52 51 71 60 55 419 46 61 81 73 622 82 546 82 69 79 211
internal_value=0 -0.000345076 -0.000173342 0.000432508 -0.000995327 -0.00268432 -0.00435972 -0.000177921 0.000771859 -0.00055397 -0.00197419 0.000165558 0.00221135 6.7215e-05 5.29676e-05 0.00144394 -0.000418019 0.000105596 -0.000968355 0.000154466 0.000369565 -0.000131939 0.000900935 0.00283907 0.00015536 0.000451028 -0.000757241 -0.000386357 -0.000905578
internal_weight=0 1386 1309 753 556 181 125 375 245 160 130 2363 108 2255 698 177 521 466 106 2204 1784 917 867 163 844 704 420 359 290
internal_count=3749 1386 1309 753 556 181 125 375 245 160 130 2363 108 2255 698 177 521 466 106 2204 1784 917 867 163 844 704 420 359 290
is_linear=0
shrinkage=0.0995203


Tree=2743
num_leaves=30
num_cat=0
split_feature=26 26 5 26 26 18 1 26 5 1 18 1 26 18 26 6 6 5 5 3 6 0 3 3 0 6 1 0 6
split_gain=0.0186449 0.0564548 0.0533977 0.129993 0.0776361 0.0716578 0.142163 0.194612 0.133305 0.0947926 0.0802455 0.0512148 0.0387381 0.0952093 0.0602432 0.0370031 0.112153 0.0916187 0.114434 0.109728 0.0359651 0.0657314 0.0532922 0.05292 0.0306579 0.0702702 0.0474214 0.0351751 0.0314476
threshold=0.088685000000000028 0.089150000000000021 -0.0091849999999999987 0.089795000000000028 0.090455000000000021 0.086510000000000017 -0.073104999999999989 0.09271500000000002 -0.041054999999999994 -0.079250000000000001 0.093865000000000018 -0.076329999999999995 0.088015000000000024 -0.0095499999999999977 0.087745000000000031 0.087575000000000028 0.089090000000000016 -0.019465 0.13648000000000002 0.090595000000000023 -0.065394999999999995 -0.083039999999999989 0.11868500000000003 0.099145000000000025 -0.15137999999999999 -0.031674999999999995 0.41897000000000012 -0.14731999999999998 0.086275000000000032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 -3 -4 6 7 -5 -8 10 -7 -11 14 -14 15 24 -17 19 -19 -18 22 -22 -6 -23 25 26 -1 -26 -29
right_child=1 2 4 5 20 9 8 -9 -10 11 -12 -13 13 -15 -16 16 17 18 -20 -21 21 23 -24 -25 27 -27 -28 28 -30
leaf_value=-0.00069980617760624804 -0.0029300891527647833 0.005400894488430963 -0.0037247522691847544 0.0086938427282321484 0.0030379962897306395 -0.0063212371424407705 0.0010743119219645096 0.00025719005035223168 -0.0043155609087717128 0.0023296806885299282 -0.00090422332869067917 -0.00080071231056059056 -0.0008443512741461535 0.0050592089594340547 -0.0033203940512976063 0.0051756155295249965 -0.005616950747780943 0.0040284455438702833 -0.0012220969755982164 0.0011026545664943662 -0.0043242202228998229 0.00079467775953472584 -0.0012906706984465394 -0.0018115973696967321 -0.0027865008597778209 0.0044625862621801883 0.0027062556792271661 -1.0360235376095192e-05 -0.0022142479862027652
leaf_weight=153 77 48 82 49 64 50 178 61 61 74 60 172 56 52 51 56 47 92 74 49 48 173 50 139 50 47 55 1514 67
leaf_count=153 77 48 82 49 64 50 178 61 61 74 60 172 56 52 51 56 47 92 74 49 48 173 50 139 50 47 55 1514 67
internal_value=0 -0.000310675 -0.000155967 0.000389465 -0.000896125 4.70995e-05 0.00106156 0.00402278 -0.000297921 -0.000945113 -0.00337395 0.000137623 0.000149048 0.00199052 6.04896e-05 0.000139094 0.00113223 0.000264872 0.00168291 -0.00217863 -0.000405058 -0.000894154 0.00113228 -0.000363828 -2.79259e-05 0.000986335 0.0001969 -0.000187003 -0.000104275
internal_weight=0 1386 1309 753 556 705 349 110 239 356 110 246 2363 108 2255 2204 318 262 166 96 474 360 114 312 1886 255 208 1631 1581
internal_count=3749 1386 1309 753 556 705 349 110 239 356 110 246 2363 108 2255 2204 318 262 166 96 474 360 114 312 1886 255 208 1631 1581
is_linear=0
shrinkage=0.0995203


Tree=2744
num_leaves=13
num_cat=0
split_feature=4 4 9 23 6 27 10 4 6 9 4 4
split_gain=0.032899 0.02269 0.0265386 0.0577504 0.0542821 0.0445865 0.0390309 0.0474095 0.0287403 0.0280115 0.0340094 0.092492
threshold=0.14903500000000006 0.14154500000000006 -0.063329999999999984 -0.046924999999999994 -0.26746999999999993 -0.086859999999999993 0.084475000000000022 0.10724500000000002 -0.095814999999999997 -0.087554999999999994 0.11541000000000003 0.096000000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 8 -8 -7 10 11 -6
right_child=-2 -3 3 5 9 6 7 -9 -10 -11 -12 -13
leaf_value=0.003184142738307221 0.0020157886577680407 -0.0021954927760301801 -0.0035732308654055742 -0.0031061059310467307 0.00045469302712832166 0.00079322297735031461 -0.0029315199655394848 0.00071582719254407339 -9.4078551473280537e-05 0.0019219184821055663 0.0016474858857990578 -0.0049574355029718374
leaf_weight=73 75 50 48 48 97 419 97 55 2634 64 54 46
leaf_count=73 75 50 48 48 97 419 97 55 2634 64 54 46
internal_value=0 -8.94223e-05 -6.02278e-05 -0.000145973 0.00078476 -9.51499e-05 -4.98006e-05 -0.00160637 2.74284e-05 0.000110532 -0.000473784 -0.00128055
internal_weight=0 3685 3635 3301 334 3253 3205 152 3053 261 197 143
internal_count=3760 3685 3635 3301 334 3253 3205 152 3053 261 197 143
is_linear=0
shrinkage=0.0995203


Tree=2745
num_leaves=12
num_cat=0
split_feature=4 36 3 3 10 3 1 4 30 4 12
split_gain=0.0266767 0.025097 0.0239642 0.051167 0.0436945 0.0570113 0.0363029 0.025134 0.0458327 0.0276689 0.0198137
threshold=0.14903500000000006 0.089700000000000016 0.082595000000000016 0.083875000000000019 1.0000000180025095e-35 0.0040650000000000009 -0.085574999999999998 0.13881500000000005 0.10691500000000002 0.10606500000000003 0.081895000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 10 -4 8 9 -5 -1
right_child=-2 -3 3 7 -6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0010217145250095473 0.0018151770172276527 -0.0020343602457498699 -0.00040699553088002077 3.8054178302623526e-05 -0.0012435391607468289 0.0041926215386371398 -0.0043612591764201321 -0.0021966321322919699 0.0029481286129844058 -0.00093997785170174303 0.0017914327905100527
leaf_weight=51 75 64 46 2881 64 62 47 53 51 318 48
leaf_count=51 75 64 46 2881 64 62 47 53 51 318 48
internal_value=0 -8.05009e-05 -4.5741e-05 -0.000111857 0.000948528 0.00182499 -0.00241419 -4.67839e-05 -1.14729e-05 -5.89122e-05 0.000333967
internal_weight=0 3685 3621 3396 225 161 93 3303 3250 3199 99
internal_count=3760 3685 3621 3396 225 161 93 3303 3250 3199 99
is_linear=0
shrinkage=0.0995203


Tree=2746
num_leaves=8
num_cat=0
split_feature=4 30 30 36 4 4 8
split_gain=0.0216329 0.0242719 0.0292502 0.0253238 0.0390603 0.0759242 0.0260183
threshold=0.14903500000000006 0.11290000000000001 0.096655000000000033 0.086430000000000021 0.13584500000000002 0.12868000000000004 -0.09547499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00077835569429424026 0.0016345300885597432 -0.0021871963231808833 0.0021011671948781368 -0.001829801624799995 0.0021925344291636542 -0.0040186861048160756 7.0227079550133262e-05
leaf_weight=407 75 53 62 80 76 48 2959
leaf_count=407 75 53 62 80 76 48 2959
internal_value=0 -7.25337e-05 -4.145e-05 -7.88901e-05 -3.852e-05 -8.84259e-05 -3.21361e-05
internal_weight=0 3685 3632 3570 3490 3414 3366
internal_count=3760 3685 3632 3570 3490 3414 3366
is_linear=0
shrinkage=0.0995203


Tree=2747
num_leaves=26
num_cat=0
split_feature=18 17 5 19 5 18 17 18 17 17 6 21 18 17 17 18 17 18 20 6 17 18 18 17 18
split_gain=0.0187609 0.036607 0.0524863 0.0788797 0.0531966 0.0433609 0.0418486 0.0262197 0.150631 0.401201 0.0771842 0.0618115 0.0489011 0.0840823 0.0255471 0.089225 0.0843733 0.22318 0.0771687 0.114478 0.0419641 0.0712463 0.0544386 0.0410937 0.0239175
threshold=0.10361000000000002 0.053575000000000012 -0.072535000000000002 0.11896000000000002 -0.097345000000000001 0.11286500000000002 -0.26636999999999994 0.089505000000000015 -0.065004999999999993 -0.020405 0.089165000000000022 0.087625000000000022 0.086800000000000016 -0.013125 -0.011809999999999999 0.063210000000000016 -0.0082649999999999998 -0.019539999999999998 -0.097019999999999995 -0.0076549999999999995 -0.000475 -0.017129999999999996 -0.089234999999999995 -0.09744499999999999 0.15891500000000006
decision_type=2 2 2 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 4 -4 -3 -2 -7 12 11 -10 -11 -9 14 -14 15 18 17 -16 19 -1 21 -18 -22 -20 -8
right_child=1 2 3 -5 -6 6 24 8 9 10 -12 -13 13 -15 16 -17 20 -19 23 -21 22 -23 -24 -25 -26
leaf_value=-0.0061145351747046925 -0.0038528797083076422 0.0002729423403099982 0.0037704516464506658 -0.0013372508453855267 -0.003880034476689016 0.0017609573743105566 -0.00019713768506737607 0.00045478107300242054 0.010560509764257753 0.0021004177126906359 -0.0023861318307783338 -0.0044949391795141075 -0.0053061380198720044 0.00069751805077396375 -0.0078819894313246052 0.0046013638189034917 0.0042179151926361449 0.001304769142244151 -7.6620701121210658e-05 0.00075217323352142591 0.0024132759318888138 -0.00026453719112641886 -0.00040805611739313993 0.0010736694945751592 -0.0028390382005267956
leaf_weight=46 58 90 74 50 46 49 64 46 47 83 70 54 46 46 49 47 59 56 746 50 72 86 1130 522 74
leaf_count=46 58 90 74 50 46 49 64 46 47 83 70 54 46 46 49 47 59 56 746 50 72 86 1130 522 74
internal_value=0 -0.000598952 0.000220829 0.00170429 -0.00112572 -0.00147226 -0.000729512 5.28953e-05 0.000939476 0.00251825 4.23974e-05 -0.00220988 -3.68359e-05 -0.00229541 3.54556e-05 0.000337279 -0.000257281 -0.00297459 0.000189749 -0.0025296 -4.48566e-05 0.00155371 -0.000238377 0.000396276 -0.00161974
internal_weight=0 505 260 124 136 245 187 3255 300 200 153 100 2955 92 2863 1411 1452 105 1364 96 1347 145 1202 1268 138
internal_count=3760 505 260 124 136 245 187 3255 300 200 153 100 2955 92 2863 1411 1452 105 1364 96 1347 145 1202 1268 138
is_linear=0
shrinkage=0.0995203


Tree=2748
num_leaves=29
num_cat=0
split_feature=1 20 21 17 17 1 17 17 9 9 3 21 4 3 9 1 21 29 3 17 8 2 1 17 8 2 2 3
split_gain=0.0324217 0.0493205 0.100146 0.175126 0.123746 0.0682574 0.060381 0.0606889 0.0496637 0.0751256 0.0672133 0.0488851 0.074586 0.0836898 0.059721 0.04651 0.0434162 0.0400453 0.0479519 0.0975332 0.0780726 0.111146 0.0418481 0.0727343 0.0402917 0.0492836 0.107464 0.0686374
threshold=0.0033150000000000007 -0.010819999999999998 0.11707000000000002 -0.042709999999999991 -0.22965499999999997 0.41291000000000005 0.0021900000000000005 0.048755000000000014 0.11351500000000002 0.08951000000000002 0.10920500000000002 0.090830000000000022 0.11338500000000003 0.089985000000000023 -0.063329999999999984 0.064860000000000015 -0.042694999999999997 -0.08570499999999999 0.083875000000000019 -0.0064000000000000003 -0.082654999999999992 -0.086169999999999983 -0.00080499999999999994 -0.0069749999999999994 -0.47145500000000001 0.09556000000000002 -0.0031199999999999999 0.097595000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 4 -2 6 16 -8 9 11 -11 12 13 -3 -14 -4 -5 -1 19 20 21 -19 24 -24 -20 26 -26 -27
right_child=1 8 15 5 -6 -7 7 -9 -10 10 -12 -13 14 -15 -16 -17 -18 18 22 -21 -22 -23 23 -25 25 27 -28 -29
leaf_value=0.0026692119323189689 -0.0019551788038497681 -0.00033260668056364065 0.0034410186491677652 -0.00033184658903121314 -0.0086547170339377685 0.0027960904711784025 0.0028289306387983843 -0.001251886301779061 -0.0026179818488990987 0.00075906233923844746 0.0055268265437292729 -0.0023520909780541995 0.00037983478602310198 0.0056548359057141326 -0.0037979185222496753 -0.00064688464007999305 -0.0039007335753920066 -0.0013027941688513716 -0.0027413064072029352 -0.0050202507921716672 -0.002670590136937703 0.0051920262996683507 0.0049111564483334822 -0.00058286690008698425 0.00011503189330824085 0.0050753322467471454 -0.0042297300642277673 0.00036464605754052751
leaf_weight=57 55 46 58 51 55 46 52 118 58 79 47 86 109 46 49 52 103 60 50 55 76 46 48 47 2023 46 58 93
leaf_count=57 55 46 58 51 55 46 52 118 58 79 47 86 109 46 49 52 103 60 50 55 76 46 48 47 2023 46 58 93
internal_value=0 -0.000580367 -0.00120329 -0.00182475 -0.00531239 -0.00078567 -0.00129672 0 0.000124831 0.000470939 0.00254401 -0.000304028 0.000397232 0.00265222 -0.000910617 0.00150111 -0.00272415 5.97787e-05 2.30116e-06 -0.00134697 -0.000232413 0.00150799 0.00013786 0.00218444 5.1849e-05 0.000115127 -5.66862e-06 0.00192947
internal_weight=0 1110 590 480 110 370 324 170 520 462 126 336 250 92 158 110 154 2659 2602 237 182 106 2365 95 2270 2220 2081 139
internal_count=3769 1110 590 480 110 370 324 170 520 462 126 336 250 92 158 110 154 2659 2602 237 182 106 2365 95 2270 2220 2081 139
is_linear=0
shrinkage=0.0995203


Tree=2749
num_leaves=22
num_cat=0
split_feature=26 26 26 21 5 9 9 21 5 3 4 4 4 21 21 26 5 26 2 6 4
split_gain=0.0278484 0.0363844 0.0314536 0.0366765 0.0628195 0.0389382 0.0601205 0.0499397 0.0962302 0.0570938 0.0408638 0.115157 0.0473684 0.0249576 0.053437 0.0403213 0.0541192 0.0500673 0.0687896 0.0312103 0.0101361
threshold=-0.054024999999999997 -0.077514999999999987 -0.025024999999999999 0.13276500000000005 0.043850000000000007 0.083875000000000019 0.083610000000000032 0.086410000000000028 -0.080724999999999991 0.080495000000000025 0.10801000000000002 0.10373000000000003 0.076855000000000021 0.091040000000000024 0.099305000000000018 -0.2382 0.065520000000000023 -0.085605000000000001 -0.029394999999999998 -0.078305 0.10868000000000001
decision_type=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 -2 5 -5 6 7 9 -9 -4 11 12 -7 15 -15 -1 17 18 -17 -16 -19
right_child=2 -3 3 4 -6 10 -8 8 -10 -11 -12 -13 -14 14 19 16 -18 20 -20 -21 -22
leaf_value=0.0034309950740269088 -0.0027653779163414158 0.0026667016074566775 -0.0029538622313718746 -0.00061206061058794435 0.0042836905652484979 2.3926384828241343e-05 -0.0039463483407011857 -0.0040223972748621882 0.00022133294177054274 0.0002851542378939177 -0.002328508183447672 0.0049604245484808013 -0.0023745367819470609 -0.0033820158818454954 0.001875359938735268 -5.8283097892290585e-05 0.0033421102113006212 0.0026481507020940766 -0.0045615936444435507 -0.0011268767225807586 0.000554290526170849
leaf_weight=47 48 68 61 56 48 1999 58 106 105 462 75 46 85 53 67 126 49 46 46 70 48
leaf_count=47 48 68 61 56 48 1999 58 106 105 462 75 46 85 53 67 126 49 46 46 70 48
internal_value=0 0.000493451 -0.000235995 -0.000196579 0.00163965 -0.000260571 -0.000859176 -0.000614115 -0.00190671 -9.10628e-05 -4.51913e-05 3.48229e-05 -7.35068e-05 0.000224248 -0.000697259 0.000710174 0.000301611 -0.000255404 -0.00126742 0.000335395 0.00158766
internal_weight=0 620 3149 3101 104 2997 792 734 211 523 2205 2130 2084 552 190 362 315 266 172 137 94
internal_count=3769 620 3149 3101 104 2997 792 734 211 523 2205 2130 2084 552 190 362 315 266 172 137 94
is_linear=0
shrinkage=0.0995203


Tree=2750
num_leaves=27
num_cat=0
split_feature=1 20 21 1 3 3 21 21 1 26 9 4 3 18 2 29 1 3 0 1 3 5 2 5 5 2
split_gain=0.0236448 0.0394358 0.0786487 0.136536 0.125731 0.0931013 0.0911798 0.0750045 0.058646 0.0577129 0.0395778 0.0592634 0.0397894 0.0513506 0.0382111 0.0346523 0.0422545 0.0331362 0.0773255 0.209747 0.0363371 0.0335356 0.0815235 0.0784812 0.0416462 0.000981585
threshold=0.0033150000000000007 -0.010819999999999998 0.11707000000000002 0.059230000000000012 0.11339500000000001 0.11404500000000002 0.093835000000000016 -0.032929999999999994 0.0065600000000000007 1.0000000180025095e-35 0.11351500000000002 0.14727500000000002 0.13640000000000005 0.0036600000000000005 -0.080644999999999994 -0.08570499999999999 -0.000195 0.083875000000000019 -0.087504999999999986 -0.08616 0.081685000000000021 -0.094469999999999985 -0.080974999999999991 -0.091229999999999992 -0.082635 0.013900000000000003
decision_type=2 2 2 2 2 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 4 8 6 7 -5 -2 -4 11 12 13 14 -3 -1 17 18 20 -20 -17 22 -19 -23 -25 -14
right_child=1 10 9 5 -6 -7 -8 -9 -10 -11 -12 -13 25 -15 -16 16 -18 21 19 -21 -22 23 -24 24 -26 -27
leaf_value=0.0024839162616493355 6.7967686335922836e-05 -0.00071190384700393417 -0.0012292527640435863 -0.0016703952697782894 -0.0080927549430695068 0.0025683064971829179 -0.0040092011162222137 0.0030345715159892468 -0.004199574845979266 0.003358338185837736 -0.0023077828561247219 0.0038394383170379715 -0.002093778098570621 -0.0022301596975543678 0.0019037183992959977 -0.0011871240567548273 0.0022407201841447661 0.00089452577424126167 0.00034277215760709218 -0.0077094084291865648 0.0025803087113694181 0.0034668611301117147 -0.0041846848566584084 -0.001686605458567123 0.00014607144715276661 -0.0013586843081417168
leaf_weight=57 61 77 48 86 49 81 82 55 66 62 58 46 47 53 193 46 81 65 83 52 56 68 60 131 1960 46
leaf_count=57 61 77 48 86 49 81 82 55 66 62 58 46 47 53 193 46 81 65 83 52 56 68 60 131 1960 46
internal_value=0 -0.000490118 -0.00104717 -0.00159801 -0.00380438 -0.000317946 -0.00136999 0.00015907 -0.00214337 0.00134904 0.000140353 0.000449467 7.26462e-05 0.000596796 0.00115475 5.65376e-05 3.04824e-06 -6.85237e-05 -0.00118874 -0.00275275 0.000873245 4.73574e-05 -0.00153695 0.000139463 3.08637e-05 -0.00173899
internal_weight=0 1110 590 480 176 304 223 141 127 110 520 462 416 323 270 2659 2602 2521 237 135 102 2284 125 2159 2091 93
internal_count=3769 1110 590 480 176 304 223 141 127 110 520 462 416 323 270 2659 2602 2521 237 135 102 2284 125 2159 2091 93
is_linear=0
shrinkage=0.0995203


Tree=2751
num_leaves=12
num_cat=0
split_feature=9 4 4 4 1 5 2 3 4 4 4
split_gain=0.0234791 0.0431662 0.0309901 0.0340735 0.0327137 0.0598343 0.121401 0.0589281 0.0532694 0.0509952 0.0374599
threshold=-0.25326499999999996 0.14095000000000005 0.13686500000000004 0.13364000000000004 -0.0057250000000000001 -0.091229999999999992 -0.082404999999999992 0.086850000000000024 0.081905000000000019 0.086545000000000025 0.10739000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 -6 -9 -7
right_child=1 -3 -4 -5 7 10 -8 9 -10 -11 -12
leaf_value=-0.0017393899765463189 -0.0012253081847097113 0.002160103523510325 -0.002647949940355492 0.0026153943491421397 -0.004064993618317035 -0.00013372377281728137 0.0039901413078895854 0.00019974245419195489 -0.00045338033612590264 -0.0013645432481064271 0.0018383952424089434
leaf_weight=84 75 85 47 46 83 2063 107 708 80 291 100
leaf_count=84 75 85 47 46 83 2063 107 708 80 291 100
internal_value=0 -5.61334e-05 -0.000108689 -7.48682e-05 -0.000110389 0.000103282 0.00183642 -0.000542296 -0.00229745 -0.000255101 -4.21701e-05
internal_weight=0 3685 3600 3553 3507 2345 182 1162 163 999 2163
internal_count=3769 3685 3600 3553 3507 2345 182 1162 163 999 2163
is_linear=0
shrinkage=0.0995203


Tree=2752
num_leaves=15
num_cat=0
split_feature=19 8 8 1 1 26 8 1 6 19 17 17 1 17
split_gain=0.0367851 0.0317752 0.0531471 0.0462391 0.0374045 0.0725925 0.0655967 0.0246018 0.0339991 0.0252802 0.0244148 0.0397418 0.0237939 0.0213826
threshold=0.13950000000000004 -0.098504999999999995 -0.10833 0.52078500000000016 -0.0059699999999999996 0.086580000000000032 -0.39070999999999995 0.50996500000000011 -0.41548999999999997 -0.10411999999999999 -0.092649999999999996 -0.0069749999999999994 0.41379000000000005 0.53699500000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 10 6 12 8 -3 -10 -1 -12 -6 -11
right_child=-2 3 -4 -5 5 -7 -8 -9 9 13 11 -13 -14 -15
leaf_value=0.00087693562923361749 -0.0024988824821497867 -0.0024564938401448453 0.0036918916764760515 -0.0028716392624866826 0.0024154830199799152 -0.001361408869908722 0.0052976481476684151 0.0022487346059546533 0.0019648910943825294 -2.2612314712254158e-05 -0.003328085658304978 0.00014121844903187581 -0.00063633370222805933 -0.0017477408950026044
leaf_weight=74 58 58 55 58 54 70 54 46 62 2882 58 74 47 73
leaf_count=74 58 58 55 58 54 70 54 46 62 2882 58 74 47 73
internal_value=0 2.7103e-05 0.000776729 -8.7241e-05 0.000402824 0.00129104 0.0024942 -3.5234e-05 -6.9667e-05 -2.35103e-05 -0.000563342 -0.00137697 0.000987226 -6.55068e-05
internal_weight=0 3665 486 3179 431 225 155 3121 3075 3017 206 132 101 2955
internal_count=3723 3665 486 3179 431 225 155 3121 3075 3017 206 132 101 2955
is_linear=0
shrinkage=0.0995203


Tree=2753
num_leaves=19
num_cat=0
split_feature=19 9 0 9 5 1 0 9 5 9 10 10 9 6 6 22 5 6
split_gain=0.0298273 0.0263944 0.0564391 0.074897 0.146583 0.0764631 0.145455 0.0732174 0.0509971 0.0503162 0.0302726 0.0318605 0.0253671 0.0405644 0.167571 0.0579576 0.0403382 0.0455313
threshold=0.13950000000000004 0.09032500000000003 -0.13752999999999999 0.091690000000000021 -0.041054999999999994 -0.080500000000000002 -0.070134999999999989 0.092605000000000021 -0.46834999999999999 0.095415000000000014 0.079700000000000021 0.016045000000000004 -0.095314999999999997 -0.10032499999999998 -0.095814999999999997 0.090235000000000024 -0.072535000000000002 -0.242115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 -4 6 -5 -7 -9 -8 11 12 16 15 -15 -14 17 -1
right_child=-2 2 3 5 -6 7 9 8 -10 -11 -12 -13 13 14 -16 -17 -18 -19
leaf_value=0.0020451988975719124 -0.0022501930933917606 0.0026076308650977366 0.00086549049479995969 0.0058482000091457514 -0.0053410907165006667 -0.0039398997264247313 -0.002455037563395916 -0.0034330340409965553 -0.00014590297094759191 0.0012910336225898827 -0.0018657502010454125 0.0028732709740814646 -0.0016434711517929847 0.0060007925034539734 0.00015482531839513394 0.0012598915027894723 0.003228230598439246 -0.0019410782968702378
leaf_weight=61 58 61 68 56 84 61 56 50 731 97 67 46 252 50 1709 93 70 53
leaf_count=61 58 61 68 56 84 61 56 50 731 97 67 46 252 50 1709 93 70 53
internal_value=0 2.43835e-05 -0.000343454 -0.000493774 -0.00255908 -0.000194303 0.00150836 -0.000617908 -0.000357395 -7.47272e-05 0.000218372 0.000278549 0.000226025 0.0001276 0.000321464 -0.000858453 0.00134704 0.000184749
internal_weight=0 3665 1264 1203 152 1051 209 842 781 153 2401 2334 2288 2104 1759 345 184 114
internal_count=3723 3665 1264 1203 152 1051 209 842 781 153 2401 2334 2288 2104 1759 345 184 114
is_linear=0
shrinkage=0.0995203


Tree=2754
num_leaves=15
num_cat=0
split_feature=3 4 30 30 0 0 9 5 0 5 5 5 27 1
split_gain=0.0282756 0.0384202 0.0458728 0.044066 0.0282562 0.0563388 0.10828 0.0808948 0.0524927 0.0518314 0.138576 0.0251292 0.0590665 0.0580897
threshold=-0.14674999999999996 0.13954000000000003 0.10801000000000002 0.095600000000000032 -0.095339999999999994 -0.1021 0.085850000000000024 -0.095609999999999987 -0.093375 0.037395000000000005 -0.0050400000000000002 -0.082179999999999989 0.083925000000000013 -0.081224999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 9 -7 -8 -6 10 -2 13 -13 -10
right_child=1 3 -4 -5 8 6 7 -9 11 -11 -12 12 -14 -15
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leaf_weight=72 564 87 55 47 69 56 53 56 80 52 46 2063 58 365
leaf_count=72 564 87 55 47 69 56 53 56 80 52 46 2063 58 365
internal_value=0 -4.84441e-05 1.43412e-05 -0.00170243 -3.07272e-05 0.000476498 0.00212197 0.000286694 -0.000190232 6.51351e-05 -0.00019071 -0.00011706 -0.000259977 0.000562287
internal_weight=0 3651 3517 134 3462 827 165 109 2635 662 610 2566 2121 445
internal_count=3723 3651 3517 134 3462 827 165 109 2635 662 610 2566 2121 445
is_linear=0
shrinkage=0.0995203


Tree=2755
num_leaves=38
num_cat=0
split_feature=26 26 17 6 20 17 5 21 17 6 6 21 1 17 1 26 8 9 18 18 17 4 4 6 6 4 17 20 27 17 18 5 8 9 17 17 21
split_gain=0.0284194 0.0732411 0.0781597 0.0470766 0.0408751 0.0649114 0.0785599 0.0956235 0.0647354 0.0433543 0.153956 0.109903 0.0420058 0.0738771 0.0533377 0.0493511 0.129128 0.0563807 0.0385065 0.0720536 0.0807214 0.0516195 0.08618 0.0580156 0.0972916 0.0703332 0.0676754 0.056947 0.0665684 0.0444191 0.0370071 0.0410103 0.0349917 0.0616596 0.111322 0.0222384 0.0750354
threshold=0.083970000000000031 0.0054200000000000012 -0.0087149999999999988 -0.010459999999999999 -0.081945000000000004 -0.000475 -0.01504 0.085955000000000018 0.11639500000000001 -0.0072949999999999994 -0.047974999999999997 -0.083784999999999984 -0.050379999999999994 0.033280000000000011 -0.064534999999999995 0.085790000000000019 -0.082934999999999995 0.10407500000000001 0.086065000000000016 0.10189500000000003 -0.079754999999999993 0.10054500000000002 0.10386500000000003 -0.0048649999999999995 -0.03252 0.085720000000000018 0.016900000000000005 -0.06470999999999999 0.09995500000000003 -0.086174999999999988 0.11769500000000002 -0.051389999999999998 -0.079854999999999995 0.11351500000000002 -0.031185000000000001 0.12439000000000001 0.08500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 -3 5 6 -2 -8 -7 10 32 -12 14 -14 15 16 -11 -17 21 20 -20 23 -23 24 25 -1 29 -24 -29 -25 -21 -32 35 34 -34 36 -6
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leaf_value=-3.110834052588457e-05 0.0056944814951942349 0.002385090506279444 0.0044438739946157865 -0.0019787933085673032 -0.0051214720775253917 -0.0037317125151350482 -0.0023011325988852439 0.0038197218662665497 0.001512712544593504 -0.0049286024652025603 -0.0013650083001318528 -0.0080203293618256923 -0.00092886612824930731 0.0045036162880768673 -0.0032737037792290951 0.00034459990983864779 0.0016252001355887028 -0.0030861518282785383 0.00052674474031857326 -0.0024286451122313879 0.0057161945884831806 0.004265259697278573 -0.0024938285634189448 -0.0020307585111758284 0.0037098450362054222 -0.003995141636578884 -0.0053234444057211833 0.0011835718219998328 -0.0025227795894548597 0.0014791739510104593 0.0025133214092287535 -0.0010042486085851839 -0.00029877645961476676 -0.0025058034315625587 0.0048190077878028405 0.00023580900973675179 -0.00069529000731148236
leaf_weight=250 46 51 83 47 48 46 51 50 47 66 50 49 47 52 54 919 54 50 64 52 56 55 71 146 58 54 49 301 57 47 64 67 135 54 61 88 184
leaf_count=250 46 51 83 47 48 46 51 50 47 66 50 49 47 52 54 919 54 50 64 52 56 55 71 146 58 54 49 301 57 47 64 67 135 54 61 88 184
internal_value=0 0.000312709 0.00219601 0.000283854 -0.000243974 0.000979222 0.00228282 0.000720889 -0.0010725 -0.000398022 -0.00104395 -0.00466733 -4.94333e-05 0.00191629 -0.000220409 -6.82543e-05 -0.00197257 0.00016673 6.70609e-05 0.00105973 0.00295531 -0.000208637 0.000556127 -0.000822816 -2.3049e-05 -0.000737939 -0.00201578 7.86886e-05 0.000591167 -0.00117177 -0.000178807 0.00070801 -0.000413194 0.000466696 0.00128983 -0.00110317 -0.00161458
internal_weight=0 1572 181 98 2151 240 147 101 93 1911 669 99 1242 99 1143 1089 120 969 1391 303 120 1088 484 604 362 304 242 429 358 193 183 131 570 250 196 320 232
internal_count=3723 1572 181 98 2151 240 147 101 93 1911 669 99 1242 99 1143 1089 120 969 1391 303 120 1088 484 604 362 304 242 429 358 193 183 131 570 250 196 320 232
is_linear=0
shrinkage=0.0995203


Tree=2756
num_leaves=27
num_cat=0
split_feature=1 1 3 8 5 8 8 18 6 1 1 8 0 8 1 18 0 9 1 0 20 0 0 6 0 8
split_gain=0.0274303 0.0479969 0.110266 0.100734 0.0478966 0.160817 0.148055 0.129509 0.0723573 0.0561428 0.0592416 0.248655 0.0728456 0.205539 0.078515 0.0415259 0.0396381 0.0353123 0.0406331 0.0321949 0.0303716 0.0418374 0.0613292 0.0373174 0.0329381 0.0306606
threshold=-0.075284999999999991 -0.06551499999999999 0.096595000000000028 -0.079219999999999999 -0.049719999999999993 -0.052214999999999998 -0.070134999999999989 0.088250000000000009 0.089165000000000022 -0.082344999999999988 -0.085574999999999998 -0.085165000000000005 -0.086304999999999993 -0.086404999999999996 -0.087944999999999995 -0.040349999999999997 -0.082135 -0.25326499999999996 0.62198500000000012 -0.085474999999999982 0.0033350000000000007 -0.23032 -0.16969499999999998 -0.13578499999999999 -0.17809 -0.088734999999999994
decision_type=2 2 2 2 2 2 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 7 -1 19 10 12 -12 13 -6 16 -11 -14 -3 20 -9 21 -19 -23 24 -22 -25
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leaf_weight=89 47 52 57 48 66 68 54 54 75 46 60 72 91 46 62 54 539 79 55 47 53 62 1618 48 121 85
leaf_count=89 47 52 57 48 66 68 54 54 75 46 60 72 91 46 62 54 539 79 55 47 53 62 1618 48 121 85
internal_value=0 0.000165243 0.00187506 -0.000192918 -0.000389451 -0.00133419 -0.00227232 -0.00130069 0.000259423 -3.57506e-05 -0.000275992 -0.00223013 4.38178e-05 0.00239938 -0.000336247 0.00220473 -2.39364e-06 4.52661e-05 0.000108453 0.00200242 3.69795e-05 0.00019677 0.000302444 -0.000875897 7.886e-05 -0.00213113
internal_weight=0 2325 152 95 1423 387 319 265 176 1036 936 132 804 112 692 100 630 2173 2121 101 2066 1759 1680 307 174 133
internal_count=3748 2325 152 95 1423 387 319 265 176 1036 936 132 804 112 692 100 630 2173 2121 101 2066 1759 1680 307 174 133
is_linear=0
shrinkage=0.0995203


Tree=2757
num_leaves=28
num_cat=0
split_feature=1 0 0 0 0 26 8 0 18 6 5 0 5 1 1 2 21 5 8 18 8 8 18 18 19 5 4
split_gain=0.0222326 0.0448406 0.111023 0.109042 0.0948066 0.0718733 0.106798 0.0553572 0.116962 0.116571 0.113117 0.0666443 0.165244 0.0864158 0.0404935 0.0323787 0.064646 0.0800036 0.126296 0.0378749 0.0684887 0.0938644 0.0481512 0.0572692 0.0477883 0.0472264 0.0281784
threshold=-0.075284999999999991 -0.086474999999999996 -0.087184999999999999 -0.085794999999999996 -0.084834999999999994 0.089005000000000015 -0.092094999999999996 -0.08176499999999999 -0.01264 0.088915000000000022 -0.002715 -0.071799999999999989 -0.072535000000000002 -0.112275 -0.072579999999999992 0.092170000000000016 0.11347500000000002 -0.41880499999999998 -0.092299999999999993 -0.085834999999999995 -0.086995000000000003 -0.084855 -0.083775000000000002 -0.080424999999999996 0.0069650000000000016 -1.0000000180025095e-35 0.11338500000000003
decision_type=2 2 2 2 2 2 2 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 -5 6 -1 8 10 -10 -6 12 -9 -13 -2 19 17 26 -19 20 -16 -22 -21 -24 -23 -25 -17
right_child=14 3 -4 4 7 -7 -8 11 9 -11 -12 13 -14 -15 15 16 -18 18 -20 22 21 24 23 25 -26 -27 -28
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leaf_weight=72 47 54 52 64 48 85 70 57 74 54 46 377 297 73 50 51 64 87 67 50 46 331 54 1106 48 259 65
leaf_count=72 47 54 52 64 48 85 70 57 74 54 46 377 297 73 50 51 64 87 67 50 46 331 54 1106 48 259 65
internal_value=0 -0.000350611 -0.00148201 -7.39693e-05 -0.000290935 -0.000527851 0.000837794 -5.83139e-05 0.00133192 -0.000620112 0.00399873 -0.000443204 -0.00146523 0.000358973 0.000148763 8.87354e-05 -0.000815889 -0.00149172 -0.00297926 0.000244581 -0.000527094 -0.000938444 0.000494658 0.000387056 -0.000420832 0.000513314 0.000476053
internal_weight=0 1423 279 1144 1090 227 142 1026 222 128 94 804 354 450 2325 2278 334 270 154 1944 475 425 1469 1419 379 1365 116
internal_count=3748 1423 279 1144 1090 227 142 1026 222 128 94 804 354 450 2325 2278 334 270 154 1944 475 425 1469 1419 379 1365 116
is_linear=0
shrinkage=0.0995203


Tree=2758
num_leaves=18
num_cat=0
split_feature=3 26 2 26 17 17 0 2 5 2 17 0 4 3 3 5 26
split_gain=0.0206578 0.025391 0.0597315 0.0437157 0.107803 0.143418 0.122018 0.0711928 0.0818598 0.0381697 0.0447962 0.0408484 0.0500573 0.039685 0.037394 0.0370514 0.0560396
threshold=-0.16443499999999997 0.12086000000000002 -0.070724999999999996 0.096685000000000021 -0.036600000000000001 -0.0077549999999999997 -0.071484999999999993 -0.072895000000000001 -0.066919999999999993 -0.241895 -0.56368999999999991 0.11291000000000002 0.094025000000000011 -0.02172 0.10393500000000001 0.043850000000000007 0.15583500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 9 6 -6 -5 8 -7 -2 -11 13 -13 -12 -9 16 -4
right_child=1 2 15 4 5 7 -8 14 -10 10 11 12 -14 -15 -16 -17 -18
leaf_value=-0.0020666384701043287 0.0028073284371421077 0.0036383617106766747 -0.0035101755366607891 -0.0070181034099850784 0.0051503060083390537 -0.00047429952078329737 -0.00088161057030257145 0.0029134935215262151 -0.0054586360335712883 0.0025908734752800701 0.002447072478896251 0.00018995198505309259 -0.0044365876494982222 -4.0693801250488733e-05 -0.00089134100366459904 0.0022109300173313476 0.00074818521498614917
leaf_weight=49 49 62 49 54 46 86 80 53 53 65 65 46 46 2759 49 56 81
leaf_count=49 49 62 49 54 46 86 80 53 53 65 65 46 46 2759 49 56 81
internal_value=0 -9.43825e-06 0.000962958 -7.9555e-05 -0.0010299 5.54664e-05 -0.00336064 -0.000913597 -0.00238069 5.22195e-05 6.65786e-06 -5.06657e-05 -0.00211442 1.62773e-05 0.00107766 6.67551e-05 -0.000850593
internal_weight=0 3699 248 3451 421 287 134 241 139 3030 2981 2916 92 2824 102 186 130
internal_count=3748 3699 248 3451 421 287 134 241 139 3030 2981 2916 92 2824 102 186 130
is_linear=0
shrinkage=0.0995203


Tree=2759
num_leaves=14
num_cat=0
split_feature=11 26 3 0 18 18 27 26 17 22 5 26 18
split_gain=0.0188687 0.0205332 0.0445102 0.0770789 0.0399765 0.0436909 0.0344352 0.0386691 0.147449 0.0402552 0.0322707 0.01982 0.0141146
threshold=0.092640000000000014 0.12086000000000002 0.12461000000000003 -0.072529999999999997 0.26473000000000008 0.14607000000000003 0.092320000000000027 0.097125000000000031 -0.040589999999999994 0.12676500000000004 -0.47090499999999996 -0.074359999999999996 0.087065000000000017
decision_type=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 -8 -12 -3
right_child=-2 2 -4 -5 -6 -7 10 8 -10 -11 11 -13 -14
leaf_value=2.5328601918309753e-05 -0.0019730648755940153 0.0013053705739784658 -0.0011317378470367173 0.0050949556283908688 -0.0024241941283910723 0.0021799438450547421 -0.00065683375180512846 -0.0046623767625702866 4.3024596988459921e-05 -0.0027184531076015544 0.0037770974722539335 0.0010145556894863822 -0.00085972040095014777
leaf_weight=2733 49 73 76 49 70 87 52 88 262 54 51 54 50
leaf_count=2733 49 73 76 49 70 87 52 88 262 54 51 54 50
internal_value=0 -6.96996e-06 0.000867453 0.00175558 -7.0046e-05 -2.10638e-05 -7.94446e-05 -0.000151665 -0.00113771 -2.75403e-05 0.00135836 0.00236416 0.000418597
internal_weight=0 3699 248 172 3451 3381 3294 3137 350 2787 157 105 123
internal_count=3748 3699 248 172 3451 3381 3294 3137 350 2787 157 105 123
is_linear=0
shrinkage=0.0995203


Tree=2760
num_leaves=28
num_cat=0
split_feature=3 5 0 26 26 26 8 3 17 17 3 5 17 3 26 2 29 26 6 2 0 3 26 26 26 3 3
split_gain=0.0445105 0.0888669 0.146081 0.106443 0.0869239 0.312279 0.141006 0.0821395 0.066997 0.0572607 0.0850328 0.0532652 0.0452129 0.0381227 0.0318563 0.0554591 0.104585 0.038938 0.0366755 0.0442706 0.0456468 0.0269256 0.123661 0.169329 0.163268 0.10362 0.0741585
threshold=0.091225000000000014 -0.093875 -0.15468499999999999 0.11215000000000001 0.091275000000000023 0.090385000000000021 -0.082844999999999988 0.091865000000000016 -0.067015000000000005 0.064745000000000011 0.085545000000000024 -0.025879999999999997 0.25342000000000009 1.0000000180025095e-35 -0.054024999999999997 -0.017704999999999995 -0.080349999999999991 -0.025024999999999999 -0.095814999999999997 -0.10165999999999999 -0.065229999999999996 0.10960500000000002 0.091400000000000023 0.092825000000000032 0.088545000000000026 0.11197500000000002 0.11404500000000002
decision_type=2 2 2 2 2 2 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 11 -6 -2 -1 10 13 -4 -11 -10 15 18 -17 -16 -9 -20 -21 22 24 -24 -19 -23 -27
right_child=7 2 3 -5 6 -7 -8 14 9 12 -12 -13 -14 -15 17 16 -18 21 19 20 -22 25 23 -25 -26 26 -28
leaf_value=-0.0043988516285792248 -0.0032458061325784438 0.0057679026102886418 -0.0008768356356673565 0.0050833129099828751 0.0015601962660736358 0.0083864414256004174 -0.0047922655455339049 -0.0018881405958416418 0.00074636379141776563 -0.0038709755686754921 0.0042601532460451313 0.00078449729776789291 0 -0.0027968453341140126 -0.0030814458303728746 -3.0589791694065023e-05 0.0059775145035275527 -0.00087734014454080055 -0.0018119214014961139 0.00019933025379960227 0.0040731778262529427 0.0041754177409623824 0.0061887791576254606 -6.9153206230237376e-05 -0.0063016486881253735 -0.0032146585752236387 0.0003287130240502542
leaf_weight=47 82 58 244 52 64 51 75 74 80 63 50 877 57 48 46 65 51 309 48 77 50 63 48 395 67 66 514
leaf_count=47 82 58 244 52 64 51 75 74 80 63 50 877 57 48 46 65 51 309 48 77 50 63 48 395 67 66 514
internal_value=0 0.000526381 0.000874529 0.0006657 0.000489853 0.000769424 -0.0018615 -0.000162702 -0.000905215 -0.000351458 0.000777912 0.000422157 -0.00203351 -0.000575945 -2.72865e-05 0.000806464 0.00260385 -0.000229632 -2.7585e-05 0.000754487 0.00173091 -0.000139344 -0.00051817 0.00060706 -0.00184608 0.000341901 -7.3087e-05
internal_weight=0 1766 1421 1363 1311 1172 139 1955 345 298 178 1121 120 128 1873 365 116 1508 249 175 127 1462 819 443 376 643 580
internal_count=3721 1766 1421 1363 1311 1172 139 1955 345 298 178 1121 120 128 1873 365 116 1508 249 175 127 1462 819 443 376 643 580
is_linear=0
shrinkage=0.0995203


Tree=2761
num_leaves=29
num_cat=0
split_feature=3 5 0 26 4 4 26 26 17 3 21 6 1 0 0 3 3 2 17 3 20 26 5 5 21 21 20 21
split_gain=0.0361084 0.072081 0.118436 0.0863012 0.07232 0.0926771 0.0704559 0.253209 0.132455 0.0665996 0.0574962 0.10013 0.0567739 0.0513219 0.0279529 0.0582426 0.171915 0.0507102 0.0820437 0.045158 0.0543434 0.0376128 0.0670546 0.0664277 0.0452342 0.0728173 0.122678 0.079179
threshold=0.091225000000000014 -0.093875 -0.15468499999999999 0.11215000000000001 0.087495000000000031 0.077235000000000012 0.091275000000000023 0.090385000000000021 -0.012064999999999999 0.091865000000000016 0.089350000000000027 0.082060000000000022 -0.078509999999999983 -0.093765000000000001 -0.071340000000000001 0.10426500000000002 0.098225000000000021 -0.095204999999999998 -0.52615499999999993 0.10892000000000003 -0.077945 -0.051374999999999997 -0.0086449999999999982 -0.27157999999999999 0.13276500000000005 0.10198500000000002 -0.076005000000000003 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 2 2 2 2 2 2
left_child=1 4 -3 6 5 10 7 12 -8 -2 11 -1 -4 -6 21 16 -16 18 -17 -19 -21 22 23 -11 25 27 -27 -23
right_child=9 2 3 -5 13 -7 8 -9 -10 14 -12 -13 -14 -15 15 17 -18 19 -20 20 -22 24 -24 -25 -26 26 -28 -29
leaf_value=0.003411494964254871 -0.0029227828218176552 0.0051938797386474117 0.0010356922848641405 0.0045774209280224111 0.0033189318231232881 -0.0053710794836892041 -0.0045577815974055759 0.007551821136437869 0.0015929335273580374 0.0025470435901137518 -0.0036171505772695442 -0.0025129809152045052 -0.00038429419244130457 -0.00069125688821012493 0.00092422749137432427 -0.00071193372797178592 -0.0059830865076385999 -0.0035375925787819091 0.0041031383569235186 -0.0024015333589976159 0.00037034535405192255 -7.5557741736197184e-05 0.0042288970203095229 -0.0015668745305367662 0.0026956285943671417 0.0020090447767247607 -0.0042115654529163446 0.0037585166152079891
leaf_weight=58 82 58 604 52 56 57 74 51 65 73 47 55 517 72 76 73 67 46 67 90 315 661 62 83 58 46 98 58
leaf_count=58 82 58 604 52 56 57 74 51 65 73 47 55 517 72 76 73 67 46 67 90 315 661 62 83 58 46 98 58
internal_value=0 0.000474033 0.000787611 0.000599509 -0.000815171 -0.00192315 0.000441103 0.000692851 -0.00167566 -0.000146593 -0.000689709 0.000520656 0.000380071 0.00105681 -2.46145e-05 -0.000503944 -0.00230634 -6.64458e-05 0.00158658 -0.000581394 -0.000243607 0.000283559 0.00145906 0.000352981 4.42953e-06 -0.000175491 -0.00221874 0.000232589
internal_weight=0 1766 1421 1363 345 217 1311 1172 139 1955 160 113 1121 128 1873 734 143 591 140 451 405 1139 218 156 921 863 144 719
internal_count=3721 1766 1421 1363 345 217 1311 1172 139 1955 160 113 1121 128 1873 734 143 591 140 451 405 1139 218 156 921 863 144 719
is_linear=0
shrinkage=0.0995203


Tree=2762
num_leaves=31
num_cat=0
split_feature=3 5 5 27 0 3 1 20 5 1 17 2 3 5 0 3 3 3 3 17 9 17 3 2 2 17 1 8 8 20
split_gain=0.0292769 0.0584833 0.0995973 0.0767548 0.0728363 0.0709414 0.119201 0.250446 0.0618099 0.125514 0.0992526 0.0931801 0.0557922 0.0537429 0.0314452 0.143046 0.081315 0.0777046 0.122399 0.105193 0.101552 0.0424146 0.0815913 0.0959375 0.0608216 0.0545381 0.0566425 0.0281259 0.048901 0.0607495
threshold=0.091225000000000014 -0.093875 -0.091229999999999992 0.076710000000000014 -0.14401 0.089535000000000017 -0.083284999999999984 -0.014534999999999999 -0.025879999999999997 -0.082489999999999994 0.10932500000000002 -0.08237499999999999 0.091545000000000029 -0.013125 -0.075424999999999992 0.092115000000000016 0.094045000000000031 0.093245000000000022 0.094045000000000031 -0.053765 0.09055500000000001 0.021725000000000005 0.10426500000000002 -0.077354999999999993 -0.095204999999999998 0.50214000000000014 -0.061135000000000002 -0.010374999999999999 -0.10115999999999999 -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 2 2
left_child=1 3 -3 4 -1 8 -7 -8 9 -4 13 -11 -2 -10 15 -14 -16 20 -19 -20 -17 22 23 -18 -24 26 -23 28 -6 -30
right_child=12 2 5 -5 27 6 7 -9 10 11 -12 -13 14 -15 16 17 21 18 19 -21 -22 25 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0051236690632203161 -0.0035195918983185462 0.0049442079871352346 0.0036285920737444016 0.0018985977355859822 0.0010724977332089249 -0.0020108311820647737 -0.00056349487562844117 0.0074358986989220026 -0.0016147416601614544 -0.0052133222962000274 0.003984834542982576 -0.00073125023367624005 0.0057536672308915876 0.00064839140403833654 -0.0043382153222613559 -0.0059189990802637144 -0.0059548656180420916 0.0048897498992868547 0.002115511250810546 -0.00056013365562615383 0.00020255348247883798 0.0031708316587985459 0.0016897992019736501 1.5717694934159587e-06 -0.00077748536748864982 -0.0017855835529995343 -0.00073603950078971988 0.0010734252315802583 -0.000533701833279044 -0.0053189930597451847
leaf_weight=47 47 53 46 83 50 49 74 81 122 66 80 153 46 697 51 47 57 56 191 611 62 109 133 50 386 54 55 58 59 48
leaf_count=47 47 53 46 83 50 49 74 81 122 66 80 153 46 697 51 47 57 56 191 611 62 109 133 50 386 54 55 58 59 48
internal_value=0 0.000426857 0.000709342 -0.000734281 -0.00157149 0.000544673 0.00225707 0.00361155 0.00024386 -0.00109074 0.000638173 -0.00208575 -0.000131963 0.000310271 -4.80856e-05 0.000331194 -0.000478286 7.24016e-05 0.000391197 7.60629e-05 -0.00242951 -0.000244074 -0.000661176 -0.00316383 -0.000143637 0.000949907 0.00185561 -0.000791154 -0.00148519 -0.00268803
internal_weight=0 1766 1421 345 262 1368 204 155 1164 265 899 219 1955 819 1908 1013 895 967 858 802 109 844 626 107 519 218 164 215 157 107
internal_count=3721 1766 1421 345 262 1368 204 155 1164 265 899 219 1955 819 1908 1013 895 967 858 802 109 844 626 107 519 218 164 215 157 107
is_linear=0
shrinkage=0.0995203


Tree=2763
num_leaves=13
num_cat=0
split_feature=26 26 27 27 1 8 36 7 17 9 2 5
split_gain=0.0202368 0.0237979 0.0295636 0.0574294 0.0540749 0.0492503 0.0397142 0.0347194 0.0371483 0.104365 0.0479689 0.029067
threshold=-0.43370499999999995 -0.23202999999999999 0.07692000000000003 0.085370000000000015 0.42491000000000007 -0.083294999999999994 0.088530000000000025 -0.10984999999999999 -0.16207999999999997 0.087495000000000031 -0.15012499999999998 -0.0089549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 11 7 -3 9 -9 -10 -5
right_child=1 2 3 4 -6 -7 -8 8 10 -11 -12 -13
leaf_value=0.0021091580052940021 -0.0017940542123705586 -0.0025405076518496619 0.0034900849825158912 -0.00050545332190330403 0.0024105733229897626 -0.0028883918165861643 0.0028121024840187317 -0.0026649950841854016 -0.0024940174171731023 0.00019393580647505143 0.00026476147263690831 0.0023959506955070794
leaf_weight=50 65 53 72 103 90 61 50 182 64 413 2467 51
leaf_count=50 65 53 72 103 90 61 50 182 64 413 2467 51
internal_value=0 9.24324e-05 0.000126664 0.000960684 0.000360895 -0.000493303 2.90354e-05 -1.44798e-05 2.8086e-05 -0.000679185 0.000194678 0.000450086
internal_weight=0 3671 3606 377 305 215 3229 3179 3126 595 2531 154
internal_count=3721 3671 3606 377 305 215 3229 3179 3126 595 2531 154
is_linear=0
shrinkage=0.0995203


Tree=2764
num_leaves=17
num_cat=0
split_feature=2 27 8 8 25 17 17 8 18 5 20 10 10 21 22 8
split_gain=0.0525042 0.032884 0.032697 0.0713603 0.0442486 0.041475 0.0839204 0.04912 0.0456107 0.0279793 0.0260417 0.0384301 0.040837 0.0374844 0.0273745 0.0110134
threshold=0.50951500000000005 0.11470500000000003 -0.088520000000000001 -0.090134999999999993 0.096120000000000025 -0.10071499999999999 -0.016659999999999998 -0.092844999999999997 -0.0010249999999999999 -0.012704999999999999 0.096815000000000026 0.090005000000000016 0.085705000000000017 0.12603000000000006 0.082630000000000023 -0.15146000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 15 8 -8 -7 -5 11 12 -4 14 -12 -1
right_child=-2 -3 4 9 -6 6 7 -9 -10 -11 13 -13 -14 -15 -16 -17
leaf_value=0.0026968197292184283 0.0031271303429031218 0.002156786318491674 0.00010999406544303935 -0.0049586481116659364 0.0031539132804050624 -0.0052199918628508006 -0.00048701893314961154 0.0020084809608430596 -0.0013884227463223566 -0.0015091066414579842 -0.00071508956575822979 -0.0026776780404363489 0.0031030122950938348 0.0010161322909293361 -0.0041737550971906413 0.00059789906010092775
leaf_weight=47 53 67 2534 46 46 49 385 98 85 49 46 48 46 46 46 55
leaf_count=47 53 67 2534 46 46 49 385 98 85 49 46 48 46 46 46 55
internal_value=0 -2.75339e-05 -6.81208e-05 -0.000623704 9.24147e-05 -0.000283746 -0.000592035 1.76196e-05 -0.00279563 -0.00318803 4.12044e-05 0.000111467 0.000163675 -0.00129091 -0.00245332 0.00157308
internal_weight=0 3693 3626 814 2812 719 617 483 134 95 2766 2628 2580 138 92 102
internal_count=3746 3693 3626 814 2812 719 617 483 134 95 2766 2628 2580 138 92 102
is_linear=0
shrinkage=0.0995203


Tree=2765
num_leaves=18
num_cat=0
split_feature=26 2 3 2 3 5 5 8 7 26 18 26 18 5 19 18 2
split_gain=0.0512041 0.0890586 0.125055 0.042334 0.0472326 0.0587117 0.0585551 0.0730493 0.039499 0.0337936 0.0398074 0.0414404 0.0505963 0.058804 0.0431608 0.0463182 0.0217493
threshold=0.10144500000000002 -0.080254999999999993 0.090995000000000006 -0.076524999999999996 0.12389500000000002 0.058505000000000008 -0.052494999999999993 -0.064619999999999997 -0.074779999999999999 0.098495000000000013 0.24916000000000005 0.095150000000000026 -0.071844999999999992 -0.0060949999999999997 -0.016414999999999996 -0.26620499999999997 -0.010784999999999998
decision_type=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 7 -5 -1 10 11 14 -13 -14 -10 -16 -6
right_child=1 3 -4 4 16 -7 -8 -9 9 -11 -12 12 13 -15 15 -17 -18
leaf_value=0.0021476699734110237 0.00035891897868103558 -0.001850009459305219 0.0063064903257322499 0.0050446438765720768 -0.0027967499682475952 0.0045416007184246911 -0.0013924808903622353 0 -0.0027574718736944831 -0.002595392508786929 -0.0026048199258357592 -0.0010570793359212976 0.00047464738684871774 0.0053241725713105096 0.0024043597351623681 -0.00018798659444474604 0.00024879041028718989
leaf_weight=73 78 83 64 48 46 47 83 70 63 57 64 50 52 48 70 2704 46
leaf_count=73 78 83 64 48 46 47 83 70 63 57 64 50 52 48 70 2704 46
internal_value=0 0.000888445 0.00304528 0.000162465 0.000656154 0.00137217 0.000626987 0.0020544 -0.000139645 -0.000193632 -0.000148493 -9.5589e-05 0.00151592 0.00281061 -0.000181083 -0.000122275 -0.00126508
internal_weight=0 565 142 423 340 248 201 118 3181 3108 3051 2987 150 100 2837 2774 92
internal_count=3746 565 142 423 340 248 201 118 3181 3108 3051 2987 150 100 2837 2774 92
is_linear=0
shrinkage=0.0995203


Tree=2766
num_leaves=23
num_cat=0
split_feature=2 6 6 3 18 5 5 6 8 18 9 27 8 8 18 6 9 8 9 8 9 27
split_gain=0.0381751 0.0329578 0.0878772 0.0637676 0.12348 0.0653711 0.110787 0.0650648 0.0641438 0.121248 0.0912321 0.0356128 0.0434679 0.130926 0.0718879 0.0794515 0.074477 0.0564569 0.0867458 0.0560099 0.0553241 0.0346847
threshold=0.50951500000000005 0.087455000000000019 0.087975000000000012 0.08544000000000003 -0.011569999999999999 -0.045014999999999993 -0.06241 0.097040000000000029 -0.080445000000000003 -0.077844999999999998 0.091310000000000016 0.11470500000000003 -0.085605000000000001 -0.086254999999999984 -0.064454999999999998 -0.092434999999999989 0.083875000000000019 -0.083674999999999986 0.084435000000000024 -0.082934999999999995 0.085665000000000033 0.085370000000000015
decision_type=2 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 -4 6 7 -5 9 -7 -10 12 13 14 16 -16 -1 18 -14 -19 -20 -21
right_child=-2 2 3 5 -6 8 -8 -9 10 -11 -12 -13 17 -15 15 -17 -18 19 20 21 -22 -23
leaf_value=-0.0004748218648355827 0.002665810182783441 0.0039483844742513588 0.0059719530763728589 0.0014125874352299617 -0.0009081637521719401 -0.0059968394881029698 0.0054447169492687075 -0.001494256303991326 0.0023347334991517558 -0.00072699538227904308 -0.0010601562384837913 0.0022821247210988499 0.0054026600792770442 -0.0052235080641623594 0.000398865181235827 -0.0018139952241306029 0.0045248525199376314 -0.0034744513115448506 -0.0022771995248606811 5.7995573934852202e-05 0.0023332077568501415 -0.0021528827400313427
leaf_weight=66 53 66 52 203 51 56 48 122 124 192 213 55 47 63 271 393 53 49 47 1391 57 74
leaf_count=66 53 66 52 203 51 56 48 122 124 192 213 55 47 63 271 393 53 49 47 1391 57 74
internal_value=0 -2.41444e-05 0.000424215 0.000204221 0.00255735 -4.79228e-05 0.000980704 0.000318884 -0.000705182 -0.00192026 0.000186573 -0.000221385 -0.000276547 -0.000857458 -0.000505121 -0.000909622 0.00174505 1.81269e-05 0.00185357 -0.000164392 0.000241787 -5.31215e-05
internal_weight=0 3693 1127 1061 103 958 373 325 585 248 337 2566 2511 846 783 664 119 1665 151 1514 104 1465
internal_count=3746 3693 1127 1061 103 958 373 325 585 248 337 2566 2511 846 783 664 119 1665 151 1514 104 1465
is_linear=0
shrinkage=0.0995203


Tree=2767
num_leaves=18
num_cat=0
split_feature=26 2 5 18 6 9 8 2 5 9 26 18 18 6 3 6 26
split_gain=0.0364602 0.0695148 0.136762 0.0800741 0.0758529 0.0575954 0.104491 0.0665692 0.0515954 0.0354671 0.032989 0.031307 0.0411635 0.0415243 0.0955822 0.0468921 0.0306781
threshold=0.10144500000000002 -0.077604999999999993 -0.082179999999999989 0.11417000000000002 0.090460000000000026 0.10706000000000003 -0.065539999999999987 -0.063744999999999982 -0.068984999999999991 -0.22988499999999998 0.098495000000000013 0.24916000000000005 0.14607000000000003 0.085845000000000019 0.083875000000000019 0.085120000000000015 0.15222000000000005
decision_type=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 8 -7 -3 -1 11 12 13 15 -15 -11 -9
right_child=1 5 3 -5 -6 7 -8 16 -10 10 -12 -13 -14 14 -16 -17 -18
leaf_value=0.0024585016349581508 0.0064695209011566947 -0.0017480142568483772 -0.0039205441592743634 0.0038004307396923591 0.0017573351806398588 0.0037976186161291538 -0.0047234771567157829 -0.0017134281723935488 0.0023610346043884613 -0.00029045224108192229 -0.0025558456695756473 -0.0022959580456817195 0.0024254448343522458 -0.0031601991912919196 0.00075012282818782484 -0.003264057507613089 0.0014429890516370432
leaf_weight=52 55 59 47 51 46 63 60 63 62 2017 56 64 64 67 807 54 59
leaf_count=52 55 59 47 51 46 63 60 63 62 2017 56 64 64 67 807 54 59
internal_value=0 0.000749238 0.00224641 0.000627735 -0.00110333 -6.25639e-05 -0.00132684 0.00116995 0.000350683 -0.000118297 -0.000161382 -0.00011748 -7.08731e-05 -0.0001254 0.000449425 -0.000368382 -0.000180254
internal_weight=0 565 199 144 93 366 181 185 121 3181 3129 3073 3009 2945 874 2071 122
internal_count=3746 565 199 144 93 366 181 185 121 3181 3129 3073 3009 2945 874 2071 122
is_linear=0
shrinkage=0.0995203


Tree=2768
num_leaves=10
num_cat=0
split_feature=24 18 6 36 12 11 1 18 0
split_gain=0.0603664 0.0267722 0.0757404 0.0236975 0.0264919 0.0195264 0.0224242 0.035662 0.0337363
threshold=-0.071224999999999997 0.19545000000000004 0.041585000000000011 0.089700000000000016 -0.0088449999999999987 -0.16980999999999999 -0.50158499999999984 -0.025879999999999997 -0.038659999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 -7 -8
right_child=1 2 -4 -5 5 6 8 -9 -10
leaf_value=-0.0035866564223081747 0.0020798083022871144 -0.00078714989322495896 0.004283426662902998 -0.0019516344630888553 -0.0020767373441904959 0.00010300853351998865 -8.7574771569668005e-05 -0.0029104689467421428 0.0011579977334364746
leaf_weight=48 57 66 52 66 48 88 3004 69 232
leaf_count=48 57 66 52 66 48 88 3004 69 232
internal_value=0 -3.40393e-05 0.0014404 -8.30862e-05 -4.75965e-05 -8.30748e-05 -5.46296e-05 -0.00121617 1.47166e-06
internal_weight=0 3682 118 3564 3498 3441 3393 157 3236
internal_count=3730 3682 118 3564 3498 3441 3393 157 3236
is_linear=0
shrinkage=0.0995203


Tree=2769
num_leaves=10
num_cat=0
split_feature=4 18 20 30 4 25 4 5 0
split_gain=0.087038 0.0306753 0.0606253 0.0417596 0.0735098 0.030377 0.0344026 0.0544568 0.0307578
threshold=0.15028500000000003 0.19545000000000004 -0.079725000000000004 0.11290000000000001 0.13980000000000004 0.096120000000000025 0.11995000000000003 -0.40421499999999994 -0.23177499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 8 -8 -1
right_child=-2 2 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.001876678437413613 -0.0036266773028910595 0.0043868545206996803 -0.00033917511191408313 -0.0028303841996921214 0.003497742882199882 0.0024646238273352103 0 -0.0038735545589964563 9.4264797257862383e-06
leaf_weight=88 67 46 64 53 58 46 88 61 3159
leaf_count=88 67 46 64 53 58 46 88 61 3159
internal_value=0 -6.79723e-06 0.00162972 -5.76939e-05 -1.54735e-05 -7.49115e-05 -0.000109551 -0.00158837 -4.14385e-05
internal_weight=0 3663 110 3553 3500 3442 3396 149 3247
internal_count=3730 3663 110 3553 3500 3442 3396 149 3247
is_linear=0
shrinkage=0.0995203


Tree=2770
num_leaves=14
num_cat=0
split_feature=7 10 8 26 9 10 3 6 3 3 18 6 21
split_gain=0.0548132 0.0974232 0.0218873 0.046164 0.0500465 0.0271526 0.0221924 0.0814372 0.0252106 0.0307736 0.0243326 0.0236922 0.0351836
threshold=0.085015000000000021 0.077165000000000025 0.10228000000000002 -0.088764999999999997 0.099330000000000016 0.090005000000000016 0.083875000000000019 0.085760000000000017 0.084290000000000018 0.084550000000000028 0.23251500000000005 0.082060000000000022 0.083545000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 6 7 11 -8 -10 -11 12 -1
right_child=1 -3 3 -5 -6 -7 8 -9 9 10 -12 -13 -14
leaf_value=-0.0013074971047048649 -0.0056435792424269961 0.00075092727978136146 -0.0023126829816419556 0.0029201184137263823 0.0017075151300539836 -0.0024130549902786741 0.0018582740771374245 -0.003929773917916453 -0.0023889714204548395 3.3995631250744821e-06 0.0017125945920146597 0.0018982721949483492 0.0013883590635645766
leaf_weight=156 47 47 58 77 65 48 75 66 52 2834 85 51 69
leaf_count=156 47 47 58 77 65 48 75 66 52 2834 85 51 69
internal_value=0 -0.00243762 -3.31294e-06 0.00100851 -0.000181533 -6.24466e-05 -2.89024e-05 -0.000789203 5.61942e-05 1.04269e-05 5.3451e-05 -3.52302e-05 -0.000477129
internal_weight=0 94 3636 200 123 3436 3388 342 3046 2971 2919 276 225
internal_count=3730 94 3636 200 123 3436 3388 342 3046 2971 2919 276 225
is_linear=0
shrinkage=0.0995203


Tree=2771
num_leaves=15
num_cat=0
split_feature=4 20 2 20 6 6 20 4 3 2 26 3 5 18
split_gain=0.0706063 0.026475 0.05376 0.046167 0.0397427 0.0290399 0.0387918 0.029032 0.0253335 0.0678668 0.183774 0.0786219 0.0580487 0.0308098
threshold=0.15028500000000003 -0.097769999999999996 -0.067815 -0.09280999999999999 0.041585000000000011 -0.049814999999999991 -0.23598 0.13752500000000004 0.083875000000000019 -0.087359999999999993 0.085005000000000011 0.081225000000000019 -0.54382499999999989 -0.007069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -4 -1 -7 8 9 11 -11 -5 -10 -14
right_child=-2 3 4 7 -6 6 -8 -9 12 10 -12 -13 13 -15
leaf_value=-0.0020712268738996746 -0.0032599037873913051 -0.0030515141213597564 0.0045684816813988931 -0.0011096245532934887 0.00090221561806123332 -0.0015564245870996068 0.0020432322574226902 0.0017922882967455782 0.0035180785724879867 -0.00029499887958204987 -0.0073702277708763463 0.0039288104216928053 0.00027905887119780514 -0.00037404142274876604
leaf_weight=56 67 51 53 79 67 48 77 84 46 142 49 50 1438 1423
leaf_count=56 67 51 53 79 67 48 77 84 46 142 49 50 1438 1423
internal_value=0 0 0.000894385 -7.98538e-05 0.00252831 -0.000184355 0.000654415 -3.38335e-05 -8.16218e-05 -0.000922093 -0.0021144 0.000836912 1.06149e-05 -4.54931e-05
internal_weight=0 3663 301 3362 120 181 125 3311 3227 320 191 129 2907 2861
internal_count=3730 3663 301 3362 120 181 125 3311 3227 320 191 129 2907 2861
is_linear=0
shrinkage=0.0995203


Tree=2772
num_leaves=20
num_cat=0
split_feature=3 6 2 18 6 3 27 26 3 26 9 26 18 2 2 18 27 10 10
split_gain=0.057895 0.123274 0.0486462 0.132208 0.0943946 0.0429577 0.0301917 0.0281787 0.0579735 0.0576715 0.0533646 0.0465435 0.239425 0.0384201 0.0485265 0.0416502 0.0369377 0.0293642 0.0850127
threshold=0.083955000000000016 0.087515000000000023 -0.086934999999999998 -0.0086449999999999982 0.082060000000000022 0.0040650000000000009 0.085775000000000032 0.11624000000000002 0.09697500000000002 0.12158000000000002 0.11741500000000002 0.10603500000000003 0.089505000000000015 0.0040650000000000018 -0.057419999999999999 0.0089800000000000036 0.098095000000000029 0.09056500000000002 0.086165000000000019
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 6 -5 10 9 -9 11 16 -13 14 15 -10 17 18 -2
right_child=7 -3 3 5 -6 -7 -8 8 13 -11 -12 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00016209539480937227 -7.8113690242885041e-05 0.0059752219707049116 -0.0039267692378263342 0.0014523528198092193 0.0054404648068113225 0.0033585203752260033 -0.0019125635189069603 -0.0045355771849823522 -0.0029467301855217727 -6.4612973729327676e-05 -0.0027936684504082658 -0.0023114457149645993 0.0064334404722908561 -0.002542228377053278 0.0024491283582203055 0.0011708534125155392 0.0022001847984674809 0.0023241435092361969 -0.0040676280775286938
leaf_weight=73 2640 46 71 62 50 59 46 72 48 48 68 64 60 48 80 49 70 48 54
leaf_count=73 2640 46 71 62 50 59 46 72 48 48 68 64 60 48 80 49 70 48 54
internal_value=0 0.00112155 0.000500808 -0.000326728 0.00210871 0.00119893 1.15676e-05 -0.000135463 -0.000987391 -0.00275401 -3.73488e-05 2.62109e-05 0.00191335 -4.15528e-05 0.000631972 -0.000858275 -5.67146e-05 -0.000114629 -0.000158386
internal_weight=0 407 361 238 123 167 108 3349 345 120 3004 2936 124 225 177 97 2812 2742 2694
internal_count=3756 407 361 238 123 167 108 3349 345 120 3004 2936 124 225 177 97 2812 2742 2694
is_linear=0
shrinkage=0.0995203


Tree=2773
num_leaves=20
num_cat=0
split_feature=3 6 2 18 6 4 18 1 2 2 3 8 8 8 1 3 5 20 36
split_gain=0.046949 0.0999509 0.0394168 0.107208 0.0765724 0.063653 0.0271508 0.0562562 0.0462333 0.0499017 0.03986 0.0337439 0.163877 0.100073 0.0773988 0.0469313 0.0306098 0.0361986 0.0248867
threshold=0.083955000000000016 0.087515000000000023 -0.086934999999999998 -0.0086449999999999982 0.082060000000000022 0.10198500000000002 -0.12363 -0.041095 -0.24151999999999998 -0.157135 0.096035000000000023 -0.050299999999999997 -0.041669999999999992 -0.057284999999999996 0.10924000000000002 0.084380000000000024 0.51659500000000014 -0.062334999999999995 0.088355000000000031
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 -5 7 10 -8 -10 -2 13 -13 15 -14 -11 17 -9 -7
right_child=6 -3 3 5 -6 18 8 16 9 11 -12 12 14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00014596375245283993 0.0006393747070576743 0.0053805671955092496 -0.0035359762582729218 0.0037443226109998319 0.0048990288970049674 -0.0020635358631447809 -0.0028641988534158628 -0.0023171929380281816 0.0026564016889214694 -0.0027952390793388945 0.0042262205690715886 -0.0060730063365726792 0.00022531893881022906 0.0044298828120388212 -0.0021590461375525704 -3.619083003789305e-05 0.0013482355868926479 0.0010581774812865219 0.00096951793317562177
leaf_weight=73 63 46 71 58 50 47 64 90 61 63 61 54 527 49 181 2012 76 48 62
leaf_count=73 63 46 71 58 50 47 64 90 61 63 61 54 527 49 181 2012 76 48 62
internal_value=0 0.00100993 0.000450742 -0.00029387 0.00189819 0.00107961 -0.00012203 0.000723161 -0.000217179 -0.000159416 0.00241047 -0.000219216 -0.000787384 -1.49961e-05 -0.000383087 -0.000120354 -0.000250709 -0.00113722 -0.000330803
internal_weight=0 407 361 238 123 167 3349 338 3011 2947 124 2886 762 2124 708 2075 214 138 109
internal_count=3756 407 361 238 123 167 3349 338 3011 2947 124 2886 762 2124 708 2075 214 138 109
is_linear=0
shrinkage=0.0995203


Tree=2774
num_leaves=22
num_cat=0
split_feature=3 6 2 18 9 4 20 8 0 0 20 18 8 0 5 20 2 6 21 6 1
split_gain=0.0380656 0.0810399 0.0319359 0.0869353 0.0729922 0.0516091 0.0254301 0.0580987 0.0534218 0.07049 0.0475629 0.0434596 0.0486309 0.0416055 0.0429149 0.124266 0.0798927 0.0792468 0.123438 0.0437498 0.0131157
threshold=0.083955000000000016 0.087515000000000023 -0.086934999999999998 -0.0086449999999999982 0.083795000000000022 0.10198500000000002 -1.0000000180025095e-35 0.15415000000000004 -0.23099 -0.16423499999999999 -0.0062099999999999994 -0.14734 -0.053049999999999993 -0.23099 -0.095169999999999991 -0.067119999999999999 0.0021050000000000005 -0.093155000000000002 0.09185500000000002 -0.09007999999999998 0.5126750000000001
decision_type=2 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 -1 -5 10 8 -8 -10 13 -11 -13 -2 15 16 -15 18 -16 -19 -7
right_child=6 -3 3 5 -6 20 7 -9 9 11 -12 12 -14 14 17 -17 -18 19 -20 -21 -22
leaf_value=-0.00076413380101749947 -0.0026902005407424181 0.0048450920650321425 -0.0031840752349611965 0.0033716869688891981 0.0040766185837165392 -0.0012711945469782455 0.0030941867901477715 -0.0035084441138351651 -0.0038479226167797051 0.0022560080077958424 0.0033186567269420462 -3.247599047758518e-05 -0.0013028838692975019 0.0010383817614337564 -0.0065702358343969975 0.0048769956111345304 -0.0033078620269082321 0.0028196367594095348 1.8322488795201568e-05 1.4443322678270956e-05 0.0009236808581988648
leaf_weight=60 51 46 71 58 63 61 46 56 55 67 47 1288 389 215 46 71 52 59 72 835 48
leaf_count=60 51 46 71 58 63 61 46 56 55 67 47 1288 389 215 46 71 52 59 72 835 48
internal_value=0 0.000909425 0.000405659 -0.000264282 0.00170862 0.000972166 -0.000109837 -0.000349339 -0.000253009 -0.000339051 0.000204027 -0.000227923 -0.00032765 9.89545e-05 0.000204929 0.00117607 0.000188856 -0.000118614 -0.00254316 0.000200489 -0.000297134
internal_weight=0 407 361 238 123 167 3349 1901 1845 1799 1448 1744 1677 1401 1350 338 267 1012 118 894 109
internal_count=3756 407 361 238 123 167 3349 1901 1845 1799 1448 1744 1677 1401 1350 338 267 1012 118 894 109
is_linear=0
shrinkage=0.0995203


Tree=2775
num_leaves=22
num_cat=0
split_feature=3 2 18 6 35 1 0 6 0 0 0 6 30 1 3 17 17 1 3 3 3
split_gain=0.0308628 0.0700708 0.217247 0.0797415 0.0417324 0.0972755 0.0409858 0.0212427 0.0523388 0.0613595 0.0999785 0.0505573 0.0422055 0.03986 0.0762347 0.0545167 0.0391722 0.0323672 0.0231628 0.0803392 0.0767312
threshold=0.083955000000000016 -0.08569499999999998 -0.010395 0.041585000000000011 -0.082404999999999992 0.015980000000000005 -0.086304999999999993 -0.0065449999999999996 -0.12236 -0.089449999999999988 -0.087394999999999987 -0.0087049999999999992 0.11290000000000001 -0.053299999999999993 0.099145000000000025 -0.011174999999999999 -0.012754999999999999 -0.018369999999999997 0.08544000000000003 0.086335000000000023 0.08708500000000001
decision_type=2 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 11 17 16 -11 12 18 15 -15 -12 -10 -9 -2 -20 -21
right_child=7 3 6 -5 5 -7 -8 8 9 10 13 -13 -14 14 -16 -17 -18 -19 19 20 -22
leaf_value=0.0065194163393370134 -0.0019479373170187616 0.0030884097363452533 0.0012573168788433745 -0.0040319209328066735 -0.0034285765796643317 0.0019787694387386331 -0.0026793231339804517 -0.00077339824389535965 0.00017169448573807494 -0.0048838230768498319 -0.00064330750012661251 0.0030122403675903625 -0.0027999865494109199 -0.0040555055996948633 0.00042471766368359806 0.00066922392253619364 0.0041095989378468565 -0.0042260431429232605 0.0036306149307864127 -0.0032094888680641994 0.00021421611091925548
leaf_weight=72 51 49 56 46 57 78 49 56 50 47 675 59 50 73 77 585 51 53 65 68 1389
leaf_count=72 51 49 56 46 57 78 49 56 50 47 675 59 50 73 77 585 51 53 65 68 1389
internal_value=0 0.000818919 0.00230803 -0.00032349 0.00059917 -0.000298269 -0.000571986 -9.88572e-05 -0.000350775 -0.000202704 -0.000367622 0.000150327 4.57852e-05 -0.000216501 -0.0017502 -3.32682e-05 0.00216825 -0.00245972 0.000136762 0.000207156 5.38656e-05
internal_weight=0 407 177 230 184 135 105 3349 1667 1558 1457 1682 1623 1410 150 1260 101 109 1573 1522 1457
internal_count=3756 407 177 230 184 135 105 3349 1667 1558 1457 1682 1623 1410 150 1260 101 109 1573 1522 1457
is_linear=0
shrinkage=0.0995203


Tree=2776
num_leaves=17
num_cat=0
split_feature=10 5 5 17 17 1 5 17 8 8 8 6 29 4 19 4
split_gain=0.0395129 0.0282158 0.10771 0.0917253 0.179996 0.0924738 0.0682803 0.0771754 0.0451145 0.132694 0.0968142 0.0440925 0.0378972 0.0452815 0.0651108 0.0663344
threshold=0.090005000000000016 -0.021235 -0.018754999999999997 -0.042709999999999991 -0.065004999999999993 -0.0068249999999999995 -0.025879999999999997 -0.033249999999999995 -0.084044999999999995 -0.087954999999999992 -0.081534999999999982 -0.092919999999999989 0.0050600000000000011 0.11849500000000003 0.11219500000000003 0.10495500000000003
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 7 -5 9 -9 -10 -7 13 14 15 -4
right_child=-2 2 12 6 -6 11 -8 8 10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.003504160532661092 -0.0018701246677233054 -0.0045874730710929231 -0.00016228570856800537 -0.0038499945584267886 0.0071534918977346892 -0.0029350467376364274 0.003971311607712265 0.00040599462383186005 0.0041896961500274138 -0.0029359906511532948 0.00040230377761508502 0.00097222727591340246 0.0023651841181557215 -0.0023721551067929971 0.003358877898971822 0.0026182162495460362
leaf_weight=76 90 50 1523 47 58 57 47 520 74 152 701 57 70 76 59 90
leaf_count=76 90 50 1523 47 58 57 47 520 74 152 701 57 70 76 59 90
internal_value=0 0.000239801 -3.03125e-05 0.0005223 0.00229902 0.000812819 0.000235834 0.000117771 0.000247213 -0.000348713 0.000764995 -0.000974229 9.45718e-05 3.17498e-06 0.000111634 -6.63542e-06
internal_weight=0 3657 1868 1789 248 190 1541 1494 1447 672 775 114 1818 1748 1672 1613
internal_count=3747 3657 1868 1789 248 190 1541 1494 1447 672 775 114 1818 1748 1672 1613
is_linear=0
shrinkage=0.0995203


Tree=2777
num_leaves=34
num_cat=0
split_feature=18 18 18 6 18 18 9 3 8 8 6 2 1 9 0 18 0 26 9 26 18 17 1 3 9 9 1 18 9 0 2 0 0
split_gain=0.0412002 0.115912 0.0620281 0.132462 0.0556434 0.0878572 0.0539164 0.111713 0.140401 0.232333 0.22152 0.14293 0.119181 0.105496 0.0900554 0.160735 0.119773 0.113393 0.0871545 0.0726494 0.111776 0.0601116 0.272946 0.049271 0.0462585 0.107655 0.0806239 0.060896 0.0585184 0.0833351 0.0429265 0.0405908 0.0347331
threshold=-0.022504999999999997 -0.017129999999999996 -0.040349999999999997 -0.011749999999999998 -0.048605000000000002 -0.063154999999999989 0.086070000000000021 0.091865000000000016 -0.083804999999999991 -0.052214999999999998 0.089165000000000022 -0.082174999999999984 -0.072579999999999992 0.09235500000000002 -0.085794999999999996 -0.0095499999999999977 -0.087394999999999987 0.087170000000000011 0.088285000000000016 0.11861500000000001 0.10861000000000003 -0.053765 -0.0043399999999999992 0.090835000000000013 0.094085000000000016 0.091750000000000012 -0.050379999999999994 -0.080814999999999984 0.09550500000000002 -0.052884999999999995 -0.081559999999999994 -0.050494999999999991 -0.062714999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 24 14 8 11 10 -10 -8 19 -11 16 -16 21 30 -13 20 -9 22 -3 -23 25 27 -27 -1 -26 -30 -17 32 -14
right_child=1 6 3 -5 -6 -7 7 12 9 13 -12 18 31 -15 15 17 -18 -19 -20 -21 -22 23 -24 -25 28 26 -28 -29 29 -31 -32 -33 -34
leaf_value=-0.0002776729652152927 0.0047089052326742499 -0.00051657927253962854 0.00098503658099973802 -0.0057620264249719595 0.0031974851886252659 -0.0038094512197562546 0.0044349730477372716 0.0044430441167235034 -0.0028051069041481686 -0.0029359821783922304 -0.011452670384274119 -0.0032709782424455254 -9.4580140144095458e-05 0.0032356833898796815 -0.0058356661337476568 -0.0030041244712884631 0.0049293448989442068 0.0034157723531452753 0.00092369962285066302 0.0063162547595466412 -0.0017072021119630917 0.0016531608477324332 0.0082357461623615204 -0.00043074926622372283 0.0042965821071660288 -0.006529387568481918 -0.00061559125148488063 0.0026187844503493024 0.0015351266539855208 -0.0025705976255922173 0 -0.0028372151410873251 0.0027375542730859849
leaf_weight=709 61 95 56 59 50 63 63 65 82 52 46 91 399 58 47 60 88 90 106 47 53 192 56 270 47 46 46 80 189 66 219 48 48
leaf_count=709 61 95 56 59 50 63 63 65 82 52 46 91 399 58 47 60 88 90 106 47 53 192 56 270 47 46 46 80 189 66 219 48 48
internal_value=0 0.000426755 -0.000254101 -0.00246938 -5.68972e-05 -0.000188148 0.000311576 -0.000163668 -0.00128953 -0.0030364 -0.00591922 0.000306371 0.000684607 0.000310727 0.000804998 -0.000353396 0.0014936 0.00034267 -0.00100979 0.00300109 0.00167371 0.000999043 0.0027239 0.000433519 4.01109e-06 -0.000359654 -0.00358139 1.49735e-05 0.00106761 0.000469258 -0.00064572 -8.59014e-05 0.000207711
internal_weight=0 2336 1411 115 1296 1246 2275 1158 498 238 128 260 660 110 1117 416 701 369 197 165 118 613 151 462 1183 881 92 789 302 255 279 495 447
internal_count=3747 2336 1411 115 1296 1246 2275 1158 498 238 128 260 660 110 1117 416 701 369 197 165 118 613 151 462 1183 881 92 789 302 255 279 495 447
is_linear=0
shrinkage=0.0995203


Tree=2778
num_leaves=20
num_cat=0
split_feature=18 18 18 6 5 5 5 17 1 17 7 5 17 17 5 17 2 17 1
split_gain=0.0334069 0.093986 0.0502598 0.107445 0.0632329 0.0440261 0.0463516 0.0385602 0.115314 0.0660787 0.0307413 0.0302471 0.0448048 0.138215 0.0788142 0.0462738 0.0817015 0.0502925 0.0334607
threshold=-0.022504999999999997 -0.017129999999999996 -0.040349999999999997 -0.011749999999999998 -0.045014999999999993 -0.025879999999999997 -0.017704999999999995 -0.017704999999999995 -0.011714999999999998 -0.042709999999999991 0.086645000000000028 0.23932500000000004 -0.042709999999999991 -0.065004999999999993 0.063170000000000018 -0.016659999999999998 -0.081864999999999993 -0.0090649999999999984 -0.44477499999999998
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 -1 -6 -7 9 -9 -8 11 12 13 14 -3 16 -14 -17 -13
right_child=1 10 3 -5 5 6 7 8 -10 -11 -12 18 15 -15 -16 17 -18 -19 -20
leaf_value=0.0033479835554168025 0.0042402742605376249 -0.00015237735080249402 0.0008870057685035136 -0.0051885883019499894 -0.0024524787779535442 0.0024251136758111909 -9.8940231965749843e-05 -7.0330459017087753e-05 -0.0049631633945397052 0.0035320537459518782 0.0026738804580044764 0.00044850703903269164 0.00096657016526937927 0.0051881597650674906 0.0032733124032123346 0.0026374164019837493 -0.0042988279714895683 5.5851221944481766e-05 -0.0031497978260561234
leaf_weight=52 61 370 56 59 80 71 779 198 63 53 52 48 54 71 81 79 63 1403 54
leaf_count=52 61 370 56 59 80 71 779 198 63 53 52 48 54 71 81 79 63 1403 54
internal_value=0 0.000384253 -0.000228813 -0.00222292 -5.12348e-05 -0.000193983 -3.8056e-05 -0.00019881 -0.0012545 0.000131377 0.000280501 0.000224147 0.000304969 0.00110559 0.000461065 4.30909e-05 -0.00186165 0.000194017 -0.00144845
internal_weight=0 2336 1411 115 1296 1244 1164 1093 261 832 2275 2223 2121 522 451 1599 117 1482 102
internal_count=3747 2336 1411 115 1296 1244 1164 1093 261 832 2275 2223 2121 522 451 1599 117 1482 102
is_linear=0
shrinkage=0.0995203


Tree=2779
num_leaves=11
num_cat=0
split_feature=10 8 9 0 2 0 3 2 2 0
split_gain=0.0335465 0.0239747 0.062336 0.0248891 0.056769 0.0439817 0.041704 0.0341876 0.0843303 0.0234603
threshold=0.090005000000000016 -0.51030999999999993 -0.46256000000000003 0.048265000000000009 0.31326500000000007 0.019150000000000004 0.11360500000000003 -0.0072299999999999994 -0.15327499999999997 -0.18357499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 9 7 8 -5 -4
right_child=-2 2 3 6 -6 -7 -8 -9 -10 -11
leaf_value=0.0018896571014722419 -0.0017593075166061733 -0.0034529896024848728 0.0011719063757767922 0.0035906011432056541 0.0033577350801618317 -0.0028545806641614461 -0.0014304474434390587 0.0042635183597676263 -0.0015343539678443357 5.0430210271461413e-05
leaf_weight=80 90 47 197 65 53 50 46 46 62 3011
leaf_count=80 90 47 197 65 53 50 46 46 62 3011
internal_value=0 0.000184912 0.000146556 0.000194714 0.000126476 7.36592e-05 0.00122266 0.00193284 0.00108221 0.000119554
internal_weight=0 3657 3577 3530 3311 3258 219 173 127 3208
internal_count=3747 3657 3577 3530 3311 3258 219 173 127 3208
is_linear=0
shrinkage=0.0995203


Tree=2780
num_leaves=29
num_cat=0
split_feature=18 5 21 20 6 9 1 18 1 6 5 2 0 2 18 18 17 18 1 1 18 21 18 20 1 2 0 17
split_gain=0.0406948 0.132201 0.0867316 0.0464462 0.0604058 0.0420035 0.039116 0.0761096 0.142347 0.055616 0.0894761 0.147243 0.136991 0.073535 0.0473796 0.0868682 0.0843532 0.045808 0.0308678 0.0536913 0.0417922 0.131027 0.078245 0.0307342 0.0326621 0.022867 0.0162859 0.00662459
threshold=-0.098315 0.12043500000000003 0.083050000000000027 -0.070634999999999989 -0.049814999999999991 0.09649000000000002 -0.067015000000000005 0.11835500000000003 -0.080689999999999998 0.092980000000000021 -0.020485 -0.085599999999999996 -0.077784999999999993 -0.078129999999999991 -0.092864999999999989 -0.088855000000000003 -0.042709999999999991 -0.090899999999999995 -0.053299999999999993 -0.043804999999999997 -0.085834999999999995 0.086690000000000017 -0.081614999999999993 0.0033350000000000007 -0.49367499999999997 -0.087075 -0.03431 0.026115000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 4 5 -3 7 9 26 14 13 -12 -13 -11 -2 -16 -17 -8 27 -20 21 -21 -22 24 -5 -1 -9 -19
right_child=6 3 -4 23 -6 -7 17 8 -10 10 11 12 -14 -15 15 16 -18 18 19 20 22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.0069004236372746768 0.0024503538629168445 0.0016578858973245998 -7.449933323306528e-05 6.0840193919210795e-05 -0.0042032114614923531 -0.0021116035288017768 0.0028948769361604393 -0.0016538157975137854 -0.0070845548827065475 0.0063301614230883776 0.0046870067841244126 -0.00533463228662514 0.00099047861110174401 0.00090709341240927186 -0.0042012659625667772 0.0011135694416567934 -0.0010477051898848267 0.0028702587657893964 -0.0027278107981470682 -0.0050443690142613707 0.0036110232186603625 0.0021757617661892527 0.00022692741328180887 -0.000991803601804665 0.0029884968396549205 -0.0037028032753924187 0.00079700657122598845 0.0011487689648933903
leaf_weight=46 52 67 48 66 47 52 67 55 46 48 46 61 76 52 63 261 567 46 62 54 71 46 1468 54 90 46 52 47
leaf_count=46 52 67 48 66 47 52 67 55 46 48 46 61 76 52 63 261 567 46 62 54 71 46 1468 54 90 46 52 47
internal_value=0 -0.000910495 -0.00352116 5.93831e-05 -0.00118239 3.83465e-06 4.09136e-05 -0.000360504 -0.00245363 -9.86224e-05 0.0011241 -0.000179763 -0.00181984 0.00351835 -0.000466437 -0.000637584 -0.000365445 0.000338804 0.000242886 0.000145842 0.000255046 -0.00171492 0.000383581 0.00104487 0.00175512 -0.00531051 -0.000455111 0.00200906
internal_weight=0 516 140 376 166 119 3240 1379 153 1226 283 183 137 100 943 891 828 1861 1794 1701 1639 100 1539 210 156 92 107 93
internal_count=3756 516 140 376 166 119 3240 1379 153 1226 283 183 137 100 943 891 828 1861 1794 1701 1639 100 1539 210 156 92 107 93
is_linear=0
shrinkage=0.0995203


Tree=2781
num_leaves=30
num_cat=0
split_feature=18 5 5 4 20 18 5 1 1 9 18 1 6 9 1 9 9 5 6 9 0 0 4 9 9 0 8 20 8
split_gain=0.0330332 0.107274 0.0831921 0.0417265 0.0522373 0.0441878 0.0512289 0.0330358 0.0559339 0.0612906 0.0561742 0.0701549 0.0722387 0.0698172 0.0504048 0.0630312 0.092011 0.049183 0.0577337 0.0388642 0.0378215 0.0266758 0.0400498 0.0509771 0.0447252 0.0377457 0.0345094 0.0454641 0.0117808
threshold=-0.098315 0.12043500000000003 -0.010074999999999999 0.10098000000000003 -0.078725000000000003 -0.14624999999999996 0.51390500000000017 0.007210000000000002 0.0033150000000000007 0.086885000000000032 0.11715500000000002 -0.000195 0.12638500000000005 0.11156500000000001 0.10055500000000002 -1.0000000180025095e-35 0.08758500000000001 -0.072874999999999981 -0.072834999999999997 0.097910000000000011 -0.069569999999999993 -0.10806499999999999 0.13364000000000004 -0.073629999999999987 0.095285000000000022 -0.12236 -0.26194999999999996 -0.015594999999999999 -0.079434999999999992
decision_type=2 2 2 2 2 2 2 2 2 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 -6 8 10 -10 11 12 13 -2 15 -9 -17 -12 -19 -18 -20 25 24 -24 28 26 -16 -28 -23
right_child=7 3 -4 -5 5 -7 -8 14 9 -11 17 -13 -14 -15 21 16 19 18 20 -21 -22 22 23 -25 -26 -27 27 -29 -30
leaf_value=-0.00073243240215969474 4.5443620003881411e-05 -0.0025797196812957198 -0.0055996605511508257 0.0026152428908942319 -0.0022356900503494891 0.0022677673148880674 0.0013101670977150085 -0.0015111592873690149 -0.0050736841165915968 -6.4069323861390661e-07 -0.0040268197605526539 0.0034294853704205934 0.0038411101420536484 -0.0032735019173392756 -0.0023673528720577035 0.0052919740653960459 -0.00077823864471703334 0.0022817207745834574 -0.0029616713354200398 0.0026997536128080825 -0.00012854956619079322 -0.0013588135516155299 -0.0016891801724665341 0.0025286239622299847 -0.0034808331647277887 0.0024716719907029961 -0.00081516491072913995 0.002324013772560583 0.00083452849520289341
leaf_weight=70 1825 80 70 54 87 80 75 47 47 48 55 62 48 65 47 75 66 50 92 61 96 46 48 69 72 87 97 86 51
leaf_count=70 1825 80 70 54 87 80 75 47 47 48 55 62 48 65 47 75 66 50 92 61 96 46 48 69 72 87 97 86 51
internal_value=0 -0.000820198 -0.00317189 5.32566e-05 -0.000373851 0.000351979 -0.000589036 3.69676e-05 -0.000152579 -0.00251908 -5.41765e-05 0.000133989 2.81374e-05 -6.8267e-05 0.000569192 0.00176055 0.00252584 -0.00134137 -0.000717347 0.000885848 -0.00151933 7.58817e-05 -0.000619476 0.000791246 -0.00160097 0.000705822 3.431e-05 0.000655604 -0.000197174
internal_weight=0 516 140 376 322 242 162 3240 2388 95 2293 2000 1938 1890 852 249 202 293 238 127 188 603 286 117 169 317 230 183 97
internal_count=3756 516 140 376 322 242 162 3240 2388 95 2293 2000 1938 1890 852 249 202 293 238 127 188 603 286 117 169 317 230 183 97
is_linear=0
shrinkage=0.0995203


Tree=2782
num_leaves=33
num_cat=0
split_feature=3 2 9 3 21 9 3 9 9 8 20 2 9 8 3 8 17 17 17 17 3 27 17 17 9 29 9 8 3 1 3 5
split_gain=0.0393389 0.0514699 0.0502229 0.0630868 0.108709 0.163143 0.0535191 0.0708926 0.106679 0.0977225 0.0477784 0.115777 0.0471482 0.145471 0.106003 0.0454915 0.136787 0.216644 0.0658794 0.124683 0.0413492 0.037576 0.033944 0.0602637 0.0434518 0.0788968 0.0713063 0.0695089 0.0904806 0.0378137 0.0508741 0.0240064
threshold=0.10325000000000002 0.097745000000000012 0.083875000000000019 0.086965000000000028 0.090285000000000018 -0.0090649999999999984 0.096385000000000012 0.094375000000000028 0.09667000000000002 -0.055085000000000002 -0.085594999999999991 -0.086414999999999992 0.094010000000000024 -0.065539999999999987 0.090995000000000006 -0.085764999999999994 -0.010239999999999999 -0.093784999999999993 -0.0094900000000000002 -0.085229999999999986 0.086965000000000028 -0.032854999999999995 0.021725000000000005 0.084010000000000015 0.11351500000000002 1.0000000180025095e-35 0.12652000000000005 0.10068500000000002 0.10749000000000002 -0.013384999999999999 0.11868500000000003 -0.022939999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 5 -5 10 -8 -9 -10 11 31 14 -14 -12 18 17 -17 19 -1 -3 -2 24 -24 25 27 -26 28 -23 -25 -31 -4
right_child=21 20 6 4 -6 -7 7 8 9 -11 12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 22 23 29 26 -27 -28 -29 -30 30 -32 -33
leaf_value=0.00010380173633808666 0.003083669536646268 -0.00049159685896657014 -0.0018614849030614666 0.00036245434258401976 0.00050361235679864181 -0.0070259685886980396 -0.004338951645658385 0.0031889155564186031 -0.0053332291028103211 0.00035692945690096381 -0.00034169361363055496 0.0057216573608127519 0.00098052580667673962 -0.0041993061648116295 0.0018328600359306388 -0.00052621874585077151 -0.0024778179727693288 0.0080562337326564731 0.0012595662028543515 -0.0068831809389507765 0.0033694492239646086 -0.0023746076633183641 0.0041622198490752381 0.0023910615278660212 -0.0044008361752438836 0.0040218279513666057 0.00072805268008989572 -0.003462270532793165 0.00082619252449991443 -0.0021088804275445493 0.001576663435597899 0.0012716781950884595
leaf_weight=53 50 46 46 46 70 82 65 54 53 68 1057 49 113 102 281 79 89 46 48 48 67 106 56 71 55 51 52 54 499 80 69 51
leaf_count=53 50 46 46 46 70 82 65 54 53 68 1057 49 113 102 281 79 89 46 48 48 67 106 56 71 55 51 52 54 499 80 69 51
internal_value=0 -0.00028582 -0.000379995 -0.00120946 -0.00263923 -0.00436436 -0.000139588 -0.00153084 -0.00048315 -0.00212869 5.64581e-05 0.001778 -0.00010486 -0.00147308 0.000114383 -0.000427338 0.000499311 0.00262558 -0.00176372 -0.00320864 0.00179045 0.000414064 0.000291192 0.00124546 -3.01794e-05 0.000250554 -0.00190064 -4.00625e-05 0.000264038 0.000499294 -0.000396658 -0.000205712
internal_weight=0 2613 2500 561 198 128 1939 240 175 121 1699 146 1553 215 1338 363 214 125 149 101 113 1143 1093 276 817 710 107 659 605 220 149 97
internal_count=3756 2613 2500 561 198 128 1939 240 175 121 1699 146 1553 215 1338 363 214 125 149 101 113 1143 1093 276 817 710 107 659 605 220 149 97
is_linear=0
shrinkage=0.0995203


Tree=2783
num_leaves=26
num_cat=0
split_feature=2 2 6 6 1 8 1 26 8 26 8 1 17 1 26 6 26 7 20 2 4 1 1 4 1
split_gain=0.0243785 0.0365088 0.0478359 0.0834244 0.0869328 0.0505561 0.0809366 0.0734107 0.0555767 0.0474508 0.115189 0.075431 0.0617045 0.0464879 0.0433797 0.0404103 0.0454605 0.0359883 0.0364149 0.0576709 0.147841 0.0426965 0.0247174 0.0172685 0.0137758
threshold=0.097745000000000012 0.092170000000000016 -0.087825 -0.092579999999999996 -0.0017949999999999999 -0.092844999999999997 0.15756500000000004 0.07987000000000001 -0.091284999999999991 0.08709500000000002 -0.090440000000000006 0.27552000000000004 0.0021900000000000005 0.081675000000000011 0.095610000000000014 0.087765000000000024 0.093175000000000022 -0.068034999999999998 -0.06470999999999999 0.31534000000000012 0.11061500000000002 0.018150000000000003 -0.077084999999999987 0.10724500000000002 0.41291000000000005
decision_type=2 2 2 2 2 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 7 8 -4 -7 10 -1 14 -12 -10 -11 22 -17 -2 23 20 21 -20 -9 -19 -21
right_child=17 -3 5 4 -6 6 -8 15 13 11 12 -13 -14 -15 -16 16 -18 18 19 24 -22 -23 -24 -25 -26
leaf_value=0.0043087316576879715 -0.0016755310943552617 -0.0026555111108240142 -0.0052631696523249647 0.00030832281787497205 0.0051292355224989081 0.0029062664095026291 0.0036616656946072343 0.0016991875401274246 -0.00028401610365178372 -0.0041875685365761325 -0.00072173352354991947 0.0020687305975220591 0.0022575207392428439 -0.0034517989990252985 -0.00074652871334709167 -0.004443755219440731 -9.0067418665020244e-05 0.00085657295071429993 0.0023662976249533884 -0.0015097269882713867 0.0068940528069897618 -0.001408881176505508 -0.0012667925039651711 -0.0016991577457957396 0.00081151472778480773
leaf_weight=71 58 57 46 76 73 53 53 64 2039 69 304 51 89 47 78 50 46 46 67 49 56 53 49 60 52
leaf_count=71 58 57 46 76 73 53 53 64 2039 69 304 51 89 47 78 50 46 46 67 49 56 53 49 60 52
internal_value=0 -0.000157935 -0.000113988 0.000548029 0.00267574 -0.000333732 -0.000179026 -0.00166039 -0.000274573 6.78967e-05 0.000619467 -0.00122054 -4.49591e-05 -0.000355782 -0.00236728 -0.000863514 -0.00236614 0.00062951 0.000980714 0.00158181 0.0026701 0.000692105 0.00040581 -0.000582344 -0.000306527
internal_weight=0 3315 3258 811 149 2447 2192 255 2139 662 464 198 393 2086 147 209 96 441 383 277 176 120 113 106 101
internal_count=3756 3315 3258 811 149 2447 2192 255 2139 662 464 198 393 2086 147 209 96 441 383 277 176 120 113 106 101
is_linear=0
shrinkage=0.0995203


Tree=2784
num_leaves=27
num_cat=0
split_feature=27 27 2 26 29 27 26 2 18 17 0 18 2 1 2 1 0 2 26 2 0 0 18 21 26 2
split_gain=0.0433867 0.101641 0.0899365 0.0354509 0.0384524 0.0371211 0.0331102 0.0294067 0.0756145 0.0970185 0.0698716 0.0695381 0.0650418 0.0858274 0.0579839 0.0565466 0.050061 0.0434825 0.0412981 0.0621854 0.0392234 0.0383509 0.0429874 0.0868516 0.0456621 0.0381111
threshold=1.0000000180025095e-35 0.087140000000000009 -0.13535499999999998 -0.054024999999999997 -0.090694999999999998 0.094335000000000016 0.095525000000000013 -0.086050000000000001 -0.08727 0.10932500000000002 -0.086414999999999992 -0.092864999999999989 -0.091674999999999993 -0.085739999999999997 -0.093109999999999984 -0.49056499999999997 -0.083885000000000001 -0.085599999999999996 0.084435000000000024 -0.096664999999999987 0.099665000000000017 0.047575000000000013 -0.09404499999999999 0.099005000000000024 -1.0000000180025095e-35 -0.14531999999999998
decision_type=2 2 2 2 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 4 -3 -6 -5 8 11 10 14 18 15 -14 -10 -12 -13 -9 19 25 21 22 23 -19 -24 -1
right_child=1 3 -4 6 5 -7 -8 17 9 -11 12 16 13 -15 -16 -17 -18 20 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=-0.00078675792204814597 -0.00098175591606962853 -0.0010864200601642222 -0.0063998608617391916 -0.0031979878465193926 0.0043445238930831251 0.00070816120328780533 0.00020154933813214986 -0.0024850769603863235 0.0012952038707951651 0.0045825341777763475 0.0034606812013334301 -0.00031737906659039239 0.00095389991565482 0.0067797921931634607 -0.0031103272560952986 -0.00053366502634507728 -0.0049320180556948678 -0.0026611048991676809 0.0027058755801992172 -0.0031071012719889224 -0.0021589307307270586 0.0026739909960345428 0.0018605983530092577 0.00074524192110428822 0.00018275100518410072 0.0031899017408594083
leaf_weight=48 76 53 51 46 46 72 73 63 54 87 49 46 52 49 65 123 48 148 63 52 70 62 176 148 1867 47
leaf_count=48 76 53 51 46 46 72 73 63 54 87 49 46 52 49 65 123 48 148 63 52 70 62 176 148 1867 47
internal_value=0 -0.000815697 -0.00316398 0.000209866 0.00113015 0.00213267 -0.00110568 0.000261066 0.00079428 0.00157376 0.000903913 -0.000431228 0.00178229 0.00378843 -0.0011043 0.0005995 -0.0026825 9.59811e-05 0.000572587 -0.000336111 0.000162118 0.000230129 0.000164999 -0.000955166 0.000327695 0.00117203
internal_weight=0 417 127 290 171 118 119 3317 783 479 392 304 273 101 119 172 94 2534 210 147 2471 2401 2339 296 2043 95
internal_count=3734 417 127 290 171 118 119 3317 783 479 392 304 273 101 119 172 94 2534 210 147 2471 2401 2339 296 2043 95
is_linear=0
shrinkage=0.0995203


Tree=2785
num_leaves=25
num_cat=0
split_feature=4 4 3 3 3 3 7 3 0 26 5 12 5 0 0 0 0 0 0 5 9 9 9 5
split_gain=0.0362971 0.0744913 0.115381 0.0290539 0.114208 0.0456858 0.0243648 0.0426094 0.0405726 0.0975163 0.0692812 0.0383963 0.101726 0.0222104 0.0642682 0.0408368 0.191503 0.142365 0.0795891 0.0739809 0.0370489 0.083158 0.0753874 0.0157318
threshold=0.077430000000000013 0.08544000000000003 0.085730000000000015 0.083955000000000016 0.08345000000000001 0.084465000000000026 0.069395000000000026 -0.15154999999999999 -0.038659999999999993 1.0000000180025095e-35 -0.0050400000000000002 -0.0059299999999999995 0.060575000000000011 -0.08269 -0.082284999999999983 -0.085684999999999997 -0.086109999999999992 -0.085144999999999985 -0.084369999999999987 -0.00093999999999999997 0.097510000000000027 0.094435000000000033 0.10153500000000003 -0.010424999999999999
decision_type=2 2 2 2 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 23 -5 7 -3 9 10 -9 -10 -13 15 -15 16 19 -17 -19 -7 21 -16 -22 -1
right_child=1 6 -4 5 -6 13 -8 8 11 -11 -12 12 -14 14 20 17 -18 18 -20 -21 22 -23 -24 -25
leaf_value=0.00079799525954470714 7.7105847300752592e-05 -0.0029805550300891783 -0.0056976195599939576 -0.0020753385720449964 0.0050928804860350891 0.00096427401690282386 0.0016689504694202913 0.00052379927477008963 -0.0011952189564701007 -0.0037692763395760259 -0.002671012431912206 0.0053827077749114645 0.00036464962342911409 -0.0031988323693675803 0.00033705621697952334 0.0061529871816929484 -0.0059706546650993442 -0.0018612260070962911 0.0017974884766631105 -0.0023247469643853328 0.003624267238037473 -0.0021285694775724276 0.0001916536611145757 -0.0017840569635321078
leaf_weight=46 76 51 62 81 59 689 76 421 63 78 80 53 165 58 682 56 46 86 186 75 86 169 243 47
leaf_count=46 76 51 62 81 59 689 76 421 63 78 80 53 165 58 682 56 46 86 186 75 86 169 243 47
internal_value=0 -0.00034556 -0.00251141 0.000330517 0.00166669 0.000247522 -4.19075e-05 -0.000185534 -1.88309e-05 -0.000495968 1.20155e-05 0.000961395 0.00158839 0.000327056 3.46289e-05 0.000644459 0.000263878 0.00158181 0.000637679 0.000640327 0.000194256 -0.00015163 0.00109142 -0.000498111
internal_weight=0 1125 138 2609 152 2457 987 911 860 579 501 281 218 2376 1238 1138 810 328 272 764 1180 851 329 93
internal_count=3734 1125 138 2609 152 2457 987 911 860 579 501 281 218 2376 1238 1138 810 328 272 764 1180 851 329 93
is_linear=0
shrinkage=0.0995203


Tree=2786
num_leaves=24
num_cat=0
split_feature=17 17 3 26 17 5 5 6 26 5 17 2 29 26 27 27 3 3 3 6 1 18 18
split_gain=0.0320284 0.0844713 0.139526 0.180827 0.143655 0.0913097 0.0595428 0.112713 0.0875055 0.0692948 0.0523921 0.0504736 0.0386344 0.0567979 0.0442815 0.0913861 0.0380287 0.0377185 0.0369957 0.0349582 0.0327136 0.032921 0.041074
threshold=0.057560000000000014 0.12576000000000004 0.087625000000000022 0.088685000000000028 0.10932500000000002 0.057175000000000011 -0.045014999999999993 0.11413500000000003 0.090385000000000021 -0.072535000000000002 0.048755000000000014 -0.082084999999999991 -0.08570499999999999 -0.091484999999999997 1.0000000180025095e-35 0.086250000000000021 0.11275500000000002 0.10089500000000003 0.10457000000000002 -0.078305 -0.52333999999999992 0.15891500000000006 0.10698500000000001
decision_type=2 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 4 -4 -2 6 9 8 11 16 12 -8 13 -1 20 -16 17 -3 -17 -20 -14 22 -22
right_child=1 5 3 -5 -6 -7 7 -9 -10 -11 -12 -13 14 -15 15 18 -18 -19 19 -21 21 -23 -24
leaf_value=-0.00032927546986670888 0.0013888907710852439 -5.3289163867941905e-05 -0.0032033888092909061 0.0035810085658428306 0.0091950064498018437 0.0034653647147265625 0.00020257849777438226 -0.0056297659350484867 0.0031341396404580067 0.0039664820878363002 -0.0031431631566750393 -0.0043938140846997301 -0.0024382939099672962 0.0045023499153366486 -0.0041598133772702377 0.0014496668863214666 0.001996396716165999 -0.0030679961189373282 0.00024932533449951164 -0.0032021225248026054 0.00011883264396363231 -0.0018511216500280746 0.00232356806548365
leaf_weight=50 48 165 74 82 46 67 47 55 48 46 53 47 50 46 77 85 61 55 65 52 2248 80 87
leaf_count=50 48 165 74 82 46 67 47 55 48 46 53 47 50 46 77 85 61 55 65 52 2248 80 87
internal_value=0 0.000654656 0.00218819 0.000357521 0.00521762 4.56649e-06 -0.000436378 -0.0018039 -0.000316283 0.000384977 -4.28794e-05 -0.00208691 1.46898e-05 0.00197735 -5.36764e-05 -0.00124219 -0.000198407 -0.000810687 -0.000125967 -0.00127766 8.05124e-05 0.000133001 0.00020133
internal_weight=0 841 250 156 94 591 524 197 142 327 2893 94 2840 96 2744 279 281 220 202 117 2465 2415 2335
internal_count=3734 841 250 156 94 591 524 197 142 327 2893 94 2840 96 2744 279 281 220 202 117 2465 2415 2335
is_linear=0
shrinkage=0.0995203


Tree=2787
num_leaves=21
num_cat=0
split_feature=4 4 2 17 7 3 2 8 3 9 9 3 3 1 27 9 17 9 3 17
split_gain=0.02625 0.0585291 0.0866021 0.0417063 0.0300258 0.0280755 0.109817 0.200919 0.0387914 0.0276579 0.0950319 0.0396965 0.0561549 0.0304853 0.0215763 0.0360855 0.093661 0.0867976 0.0300267 0.00694696
threshold=0.077235000000000012 0.083980000000000013 -0.13535499999999998 -0.54192999999999991 0.069395000000000026 0.083955000000000016 -0.08569499999999998 -0.08595499999999999 0.084465000000000026 1.0000000180025095e-35 0.096225000000000019 -0.03893499999999999 0.094970000000000013 0.49737500000000007 -0.0027049999999999995 0.083925000000000013 -0.015100000000000001 0.084290000000000018 0.084955000000000017 -0.56368999999999991
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 19 9 6 7 -1 -7 11 -11 -5 -13 -12 -10 16 -16 -17 -19 -3
right_child=1 3 -4 4 -6 8 -8 -9 14 10 13 12 -14 -15 15 17 -18 18 -20 -21
leaf_value=-0.00098700558557435788 0 0.0027813525073062308 -0.0057726266086559662 -0.0028610252901911447 0.0015314332471944715 -0.0019447466796180897 -0.0021878959234226288 0.00796715749263994 0.0021181103912165889 -0.0046539886591616814 -0.0014605624896455924 0.0015362714435767108 -0.00054743311602178479 0.0018816280711332935 -0.0034534933887276119 0.0042740895158653739 0.0010955339270423573 0.0019235601608194439 0.00014647516310492149 0.0010499056551357495
leaf_weight=49 59 47 46 50 83 81 50 50 61 63 54 180 444 54 88 54 91 99 1982 49
leaf_count=49 59 47 46 50 83 81 50 50 61 63 54 180 444 54 88 54 91 99 1982 49
internal_value=0 -0.000297786 -0.00253572 -6.75111e-05 -0.000272562 0.000276558 0.00160378 0.00352703 0.000195705 -0.000450728 -0.00158166 -0.000162586 5.23237e-05 0.000202953 0.00026905 0.000219953 -0.00113629 0.000334044 0.00023141 0.00190612
internal_weight=0 1129 105 1024 928 2605 149 99 2456 845 171 674 624 108 2375 2314 179 2135 2081 96
internal_count=3734 1129 105 1024 928 2605 149 99 2456 845 171 674 624 108 2375 2314 179 2135 2081 96
is_linear=0
shrinkage=0.0995203


Tree=2788
num_leaves=10
num_cat=0
split_feature=29 1 28 29 6 23 8 8 1
split_gain=0.094549 0.0252306 0.0210103 0.0252798 0.0319824 0.0699451 0.0280258 0.0323179 0.0276325
threshold=0.12330000000000002 -0.54365999999999992 0.080375000000000016 -0.085039999999999991 -0.42102499999999998 -0.022119999999999997 -0.42187000000000002 -0.26194999999999996 -0.0064949999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 -5 -6 -8 -3
right_child=-2 2 -4 4 6 -7 7 -9 -10
leaf_value=0.0019000529615782905 0.0040304935260874223 0.003079845536589648 0.0015578436830803633 0.00087500304472478546 0.0016073508975686477 -0.0035232617004017633 -0.0025846880418873576 -0.00014998868887203704 0
leaf_weight=62 56 49 72 62 88 84 55 3132 69
leaf_count=62 56 49 72 62 88 84 55 3132 69
internal_value=0 -8.97322e-05 -0.000124123 -0.000158574 -0.000208179 -0.0016499 -0.000143657 -0.000192263 0.00127262
internal_weight=0 3673 3611 3539 3421 146 3275 3187 118
internal_count=3729 3673 3611 3539 3421 146 3275 3187 118
is_linear=0
shrinkage=0.0995203


Tree=2789
num_leaves=14
num_cat=0
split_feature=23 17 27 27 2 1 6 2 9 10 10 29 2
split_gain=0.0869983 0.0408032 0.0352194 0.0936987 0.0506503 0.044973 0.0420309 0.087243 0.0322616 0.025696 0.0851337 0.0288412 0.01556
threshold=-0.068919999999999995 -0.57205499999999987 0.076710000000000014 0.085775000000000032 -0.026175 0.40780000000000011 -0.41910500000000001 0.13896000000000006 -0.081559999999999994 0.087405000000000024 1.0000000180025095e-35 0.0050600000000000011 -0.0056449999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 7 -3 12 10 11 -8 -6
right_child=1 2 3 4 8 -7 9 -9 -10 -11 -12 -13 -14
leaf_value=0.0042760874861265267 0.0027159832189749705 -0.0052220348493844252 0.0039124750410977713 -0.00012884656621151591 0.0012528050508361422 0.0034214680937650218 -0.00018398660345165187 0.00073469319038907432 -0.0028469551806607207 0.0018107431533398602 -0.0038843516949516915 0.0015772622807291138 -0.0012946143397776718
leaf_weight=46 51 49 76 83 48 61 2932 48 68 64 61 95 47
leaf_count=46 51 49 76 83 48 61 2932 48 68 64 61 95 47
internal_value=0 -7.87593e-05 -0.000118228 0.000783916 6.75202e-06 0.00136942 -0.000224827 -0.00226594 -0.00119206 -0.000161754 -0.0002029 -0.000128441 0
internal_weight=0 3683 3632 383 307 144 3249 97 163 3152 3088 3027 95
internal_count=3729 3683 3632 383 307 144 3249 97 163 3152 3088 3027 95
is_linear=0
shrinkage=0.0995203


Tree=2790
num_leaves=17
num_cat=0
split_feature=4 17 28 8 8 2 21 4 1 0 17 0 18 8 2 0
split_gain=0.0863048 0.0332688 0.0254367 0.0198655 0.0785728 0.0637302 0.0472964 0.0772994 0.0482949 0.0437504 0.10599 0.172888 0.0558584 0.0475647 0.0964715 0.0420709
threshold=0.15615500000000004 -0.57205499999999987 0.080375000000000016 -0.076394999999999991 -0.071594999999999992 -0.078244999999999995 -0.032929999999999994 0.085065000000000016 0.056790000000000014 -0.082794999999999994 0.11639500000000001 -0.087504999999999986 -0.082304999999999989 -0.080055000000000001 -0.083254999999999982 -0.080500000000000002
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 -5 7 -6 -8 10 12 -12 -3 15 -15 -11
right_child=-2 2 -4 4 6 -7 8 -9 -10 13 11 -13 -14 14 -16 -17
leaf_value=0.0024456876697861387 0.0041265513213045663 0.0015680337295530633 0.001618591602362967 -0.005438975390927925 0.00060115938432527113 -0.0010198902415154158 -0.00035595340962439641 -0.0043504835167376644 0.0010823969292520037 0.001263625023889822 -0.00068325190678975879 -0.0069748413967102617 -0.00023988792149523197 -0.0012394302591329433 0.0035495048459096728 -0.00052301383953909256
leaf_weight=51 49 214 82 52 58 87 986 67 302 217 181 57 808 61 130 327
leaf_count=51 49 214 82 52 58 87 986 67 302 217 181 57 808 61 130 327
internal_value=0 -7.7749e-05 -0.000113438 -0.00015371 -0.000420797 -0.00267896 -0.000198077 -0.00204637 -1.80649e-05 5.36595e-05 -0.000301844 -0.0021935 0.000137878 0.000664208 0.00201577 0.000188166
internal_weight=0 3680 3629 3547 1552 139 1413 125 1288 1995 1260 238 1022 735 191 544
internal_count=3729 3680 3629 3547 1552 139 1413 125 1288 1995 1260 238 1022 735 191 544
is_linear=0
shrinkage=0.0995203


Tree=2791
num_leaves=9
num_cat=0
split_feature=29 20 18 0 11 4 7 2
split_gain=0.0705667 0.0329531 0.0198954 0.0993369 0.0270716 0.0767637 0.0310899 0.0395323
threshold=0.12330000000000002 0.27420500000000009 0.19545000000000004 -0.074264999999999984 -0.15511999999999998 0.14646500000000004 -0.15142999999999998 0.11665500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=0.0017394536063382517 0.0034857891453643451 -0.0026375589022948963 -0.0011298243864820449 0.004834471930993782 -0.0026357610264794496 -0.003994663891877687 -0.00012245564440588956 0.0012463395934009065
leaf_weight=79 56 49 69 46 46 50 3110 224
leaf_count=79 56 49 69 46 46 50 3110 224
internal_value=0 -7.37407e-05 -3.88495e-05 0.00124878 -8.1282e-05 -0.000123456 -6.59474e-05 -3.02454e-05
internal_weight=0 3673 3624 115 3509 3430 3380 3334
internal_count=3729 3673 3624 115 3509 3430 3380 3334
is_linear=0
shrinkage=0.0995203


Tree=2792
num_leaves=25
num_cat=0
split_feature=26 18 26 28 8 26 9 1 1 9 26 9 9 3 3 3 3 3 3 3 8 27 26 5
split_gain=0.0464603 0.0684403 0.0842448 0.0637154 0.0606848 0.136227 0.090928 0.0870226 0.24745 0.0521315 0.089498 0.0620977 0.0486735 0.0477506 0.0853377 0.0753665 0.06959 0.046578 0.0930673 0.0546199 0.0550116 0.0370451 0.0290567 0.0287371
threshold=0.10439000000000002 -0.080814999999999984 0.10924500000000002 0.078705000000000011 -0.053049999999999993 0.12043500000000003 0.11296000000000002 -0.076329999999999995 -0.083284999999999984 0.093175000000000022 0.096980000000000025 0.094085000000000016 0.09667000000000002 0.097880000000000023 0.10244500000000002 0.11165000000000001 0.094525000000000012 0.083875000000000019 0.084145000000000011 0.082130000000000022 -0.08569499999999998 -0.038765000000000001 -0.084149999999999989 -0.088935
decision_type=2 2 2 2 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 7 -6 -7 8 -4 10 17 -11 -9 16 -15 -16 23 19 -19 22 -21 -20 -1 -13
right_child=1 2 4 -5 5 6 -8 12 -10 11 -12 13 -14 14 15 -17 -18 18 21 20 -22 -23 -24 -25
leaf_value=-0.0017945133086250515 0.0021696197474218109 -0.0052971177894789853 -0.0027641376665416698 0.0037332229828626771 -0.006403197931089807 0.0028883024436678201 -0.002736539654602355 -0.0038224362726745052 0.0068207058703048393 -0.003429921999777018 0.0047048207258575713 -0.0016107116291196794 0.00018993579621099236 0.003355289317993353 -0.0025599643805089265 0.00070710271654683059 -0.0042480542297859804 0.0047238935091513225 -0.0019480124258608367 -0.00041168046894791185 -0.0051235131114133851 0.00041108320191025747 0.00080921605736075436 0.0015889520402244078
leaf_weight=60 66 46 50 50 53 50 66 53 57 71 46 61 68 74 106 205 65 49 68 49 50 2061 145 51
leaf_count=60 66 46 50 50 53 50 66 53 57 71 46 61 68 74 106 205 65 49 68 49 50 2061 145 51
internal_value=0 -0.000815597 -0.0012622 0.000207679 -0.00079261 -0.00222229 -0.000304981 0.000263514 0.00233416 0.000151653 0.000354102 -0.000655567 -0.00156078 -0.000303613 0.000316601 -0.000403799 -0.00165729 0.000273138 0.000434458 -0.000879939 -0.00279966 0.000335349 4.31554e-05 -0.000146413
internal_weight=0 509 443 3211 397 169 116 228 107 3161 2528 633 121 562 385 311 177 2482 2178 304 99 2129 205 112
internal_count=3720 509 443 3211 397 169 116 228 107 3161 2528 633 121 562 385 311 177 2482 2178 304 99 2129 205 112
is_linear=0
shrinkage=0.0995203


Tree=2793
num_leaves=24
num_cat=0
split_feature=0 21 26 5 9 17 26 17 21 26 10 2 18 1 18 8 2 0 2 26 21 3 20
split_gain=0.0558213 0.0542514 0.052845 0.148654 0.0706459 0.0641634 0.0448179 0.0441057 0.0436946 0.0425856 0.0566351 0.0824826 0.0380478 0.0914969 0.0870976 0.0636517 0.0447612 0.164374 0.208995 0.13352 0.0854191 0.0622847 0.0536306
threshold=-0.072274999999999992 0.13276500000000005 0.10219500000000002 -0.078739999999999991 0.11222500000000002 -0.0064000000000000003 0.096535000000000024 -0.049834999999999997 0.12162000000000002 0.093835000000000016 0.086030000000000023 -0.15544499999999997 -0.020999999999999998 0.0099250000000000015 -0.030229999999999996 -0.0061900000000000002 -0.081604999999999997 -0.085794999999999996 -0.083104999999999998 0.088685000000000028 0.10168500000000003 0.090435000000000029 -0.053499999999999999
decision_type=2 2 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 6 7 9 -5 12 10 11 -2 13 14 15 -1 17 19 -19 -14 21 -18 -22
right_child=2 -3 3 5 -6 -7 -8 -9 -10 -11 -12 -13 16 -15 -16 -17 20 18 -20 -21 22 -23 -24
leaf_value=0.00067348873933737341 0.0038113107854830194 0.0030327450695557191 -0.0069409046232445778 -0.00093158343478778947 0.0034165066645013157 -0.002822919147394598 0.0025187949701345924 0.0029109688786068998 -0.0027813042611108544 -0.0033931739196960695 -0.0029243062716153394 -0.00043025516734272344 0.0015690570489887094 0.004881972772046661 0.0043124501309927676 -0.0016622875180821656 -0.00027599687141596828 -0.00088428167855965681 -0.0073040316052916205 -0.0027962504610538987 7.6121839215941116e-06 0.0014653296667651694 -0.004086615000143335
leaf_weight=707 50 70 46 65 51 81 48 54 47 51 77 494 314 51 57 138 336 186 69 89 64 513 62
leaf_count=707 50 70 46 65 51 81 48 54 47 51 77 494 314 51 57 138 336 186 69 89 64 513 62
internal_value=0 0.000297359 -0.000567529 -0.00183788 -0.000161143 -0.000660085 -0.000415697 0.000805217 0.000224326 -0.000626522 -0.00039799 -3.89002e-05 0.00027927 0.000778982 0.000546087 0.000291056 -1.18554e-05 -0.00064659 -0.0026246 0.000602975 0.000415669 0.000775219 -0.00200051
internal_weight=0 2703 1017 246 771 200 720 119 2633 672 621 544 2586 953 902 845 1633 658 255 403 975 849 126
internal_count=3720 2703 1017 246 771 200 720 119 2633 672 621 544 2586 953 902 845 1633 658 255 403 975 849 126
is_linear=0
shrinkage=0.0995203


Tree=2794
num_leaves=31
num_cat=0
split_feature=0 5 1 21 3 3 3 6 2 26 17 5 17 26 27 19 2 6 3 9 10 2 21 9 2 0 5 6 6 3
split_gain=0.0464628 0.0534622 0.214985 0.386579 0.0789144 0.157356 0.0833129 0.09972 0.0768904 0.0528138 0.0368436 0.12093 0.117552 0.0594286 0.0504356 0.0695813 0.0460989 0.0794395 0.0639403 0.0383746 0.0349531 0.0506974 0.0313086 0.0583853 0.0527235 0.0764852 0.046959 0.046186 0.0554958 0.0277552
threshold=-0.075709999999999986 -0.14653999999999998 0.05309500000000001 0.096850000000000033 0.10325000000000002 0.10997000000000003 0.096265000000000031 0.11481500000000001 -0.073369999999999991 0.11215000000000001 -0.036600000000000001 -0.075744999999999993 -0.0064000000000000003 0.12043500000000003 0.085370000000000015 0.077805000000000027 -0.14091999999999996 0.095080000000000012 0.12461000000000003 0.097365000000000021 0.086030000000000023 -0.095204999999999998 0.084260000000000015 0.095285000000000022 -0.081734999999999988 -0.11524 -0.5087799999999999 -0.25061999999999995 -0.042294999999999992 0.090595000000000023
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 6 -6 7 9 -8 -3 11 -2 -12 16 15 20 -14 18 -18 -19 21 -13 23 27 -24 26 -26 -1 -29 -30
right_child=10 2 3 -5 5 -7 8 -9 -10 -11 12 14 13 -15 -16 -17 17 19 -20 -21 -22 -23 24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0012523328630841722 -0.005422141804182881 1.8545558519703051e-05 0.010763904963872433 -0.00044655057731935642 0.0066215345887799268 -0.0002474908336237693 0.00029673500481122543 0.004401789829078212 -0.0046868125624355298 0.0031861472760945711 0.0039303808071940389 0.0017936173046861513 0.0028478546068216814 -0.0030926516589161236 -0.0034814778078704461 0.0033130497679223114 -0.0028933411237097948 0 0.00065929296878922182 0.0037664105693720339 -0.0030857476281119919 -0.00085187089664946053 0.0010768628534654815 -0.0027367459815364615 -0.0029683430230107435 -0.0054632671425311023 0.0013173022066314539 0.0043710448531382 -0.0014677796343411605 0.0016176513762718883
leaf_weight=82 55 1525 55 68 56 80 56 56 67 54 71 89 51 70 53 49 128 55 82 52 51 368 56 61 51 55 50 51 46 77
leaf_count=82 55 1525 55 68 56 80 56 56 67 54 71 89 51 70 53 49 128 55 82 52 51 368 56 61 51 55 50 51 46 77
internal_value=0 0.000293616 0.000527382 0.0045596 0.000265089 0.00257491 8.59342e-05 0.000274295 -0.00241123 0.000127392 -0.000463095 -0.000951046 0.000172795 -0.000434443 -0.000546572 -0.000265838 6.89708e-05 -0.000375523 -0.00150222 0.00182811 -0.000612657 -0.000334875 -0.000596152 2.74276e-05 -0.00153244 -0.00247436 -0.000838632 0.000689276 0.00160899 0.000457095
internal_weight=0 2546 2017 123 1894 136 1758 1635 123 1579 1174 665 509 438 610 557 368 317 210 107 508 457 529 317 212 156 101 256 174 123
internal_count=3720 2546 2017 123 1894 136 1758 1635 123 1579 1174 665 509 438 610 557 368 317 210 107 508 457 529 317 212 156 101 256 174 123
is_linear=0
shrinkage=0.0995203


Tree=2795
num_leaves=28
num_cat=0
split_feature=0 0 17 17 1 18 1 20 26 4 17 2 2 2 17 8 2 17 0 3 0 0 0 3 3 8 4
split_gain=0.0382377 0.0537702 0.0470243 0.0477457 0.276014 0.0767359 0.0880651 0.0760947 0.07109 0.0913019 0.0786658 0.0413777 0.145915 0.089992 0.0621727 0.0585794 0.0378542 0.113388 0.0638558 0.0364564 0.0295133 0.115468 0.0720933 0.0703413 0.153401 0.0712849 0.0296823
threshold=-0.079379999999999992 -0.079954999999999984 -0.53447999999999996 -0.000475 0.05309500000000001 -0.085709999999999995 -0.082344999999999988 1.0000000180025095e-35 0.084785000000000013 0.088720000000000021 -0.0038549999999999999 -0.080874999999999989 -0.082084999999999991 -0.078994999999999996 -0.50029000000000001 0.053925000000000008 -0.14091999999999996 -0.0065549999999999992 -0.069955000000000003 0.090360000000000024 -0.071340000000000001 -0.067345000000000002 -0.063914999999999986 0.09940000000000003 0.096385000000000012 -0.078054999999999999 0.10947000000000003
decision_type=2 2 2 2 2 2 2 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 -5 -7 -8 9 -4 -10 12 14 -13 15 -2 19 18 -18 -16 23 -22 -23 24 25 -15 -24
right_child=11 -3 3 5 -6 6 7 -9 10 -11 -12 13 -14 20 16 -17 17 -19 -20 -21 21 22 26 -25 -26 -27 -28
leaf_value=-0.0025172278109609056 -0.0051993282014423711 0.003632697283789562 -0.0012838830139401615 0.0031237875768530569 0.007903788813066942 -0.0039759801036464435 0.00020414370701843452 -0.0024672725289977757 0.0007879937202096137 0.0018724603783050527 0.0049465562942790442 0.0039374826588706715 -0.0063104310086857318 -0.0013208712052579254 -0.00020082128335007957 -0.00080259722626121858 0.0026239466398643462 -0.004757180761672343 -0.0013704929106405125 0.0035958081737919255 -0.0040154456419394689 0.0030599578750088894 0.00010047925529033795 0.002985249722118952 -0.0050591782901934701 0.0036084239425887656 -0.0015566232296420899
leaf_weight=60 46 47 362 65 51 64 784 122 576 121 49 55 48 51 46 88 85 48 74 54 84 65 306 87 51 67 164
leaf_count=60 46 47 362 65 51 64 784 122 576 121 49 55 48 51 46 88 85 48 74 54 84 65 306 87 51 67 164
internal_value=0 0.000299925 0.000230067 0.000305571 0.000744434 -0.000185079 -0.000407651 -0.00015468 0.000414158 -0.000491468 0.00111534 -0.000356875 -0.00109805 3.19575e-05 -0.000528855 -0.00231803 0.000249423 -0.000515584 0.000759751 0.00184117 -0.000212597 -0.00058501 -4.48691e-05 0.000684687 -0.000494782 0.00147103 -0.000476002
internal_weight=0 2301 2254 2194 1159 1035 970 906 1108 483 625 1419 489 930 441 134 307 207 159 100 875 619 535 256 169 118 470
internal_count=3720 2301 2254 2194 1159 1035 970 906 1108 483 625 1419 489 930 441 134 307 207 159 100 875 619 535 256 169 118 470
is_linear=0
shrinkage=0.0995203


Tree=2796
num_leaves=16
num_cat=0
split_feature=8 2 4 1 8 0 18 17 17 17 21 2 17 1 2
split_gain=0.0468512 0.10007 0.0740455 0.110643 0.0456263 0.0440572 0.0417211 0.041701 0.0354981 0.0471451 0.0244494 0.0264506 0.0291297 0.0426562 0.0186929
threshold=-0.10833 0.13398000000000002 0.13210500000000003 0.19597000000000006 -0.48834 -0.25289499999999993 0.090795000000000028 0.011640000000000003 -0.092649999999999996 0.006145000000000002 -0.11228 0.097745000000000012 -0.56368999999999991 -0.50597999999999999 0.10924500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 6 -4 -2 8 -8 -1 -10 -7 12 -12 -14 -13
right_child=1 -3 4 -5 -6 10 7 -9 9 -11 11 14 13 -15 -16
leaf_value=0.002082001169256175 0.002873435895653996 -0.0044587546187654249 -0.0011807236008903974 -0.0057136299228291937 0.0027465754932140376 -0.0021192391719046305 -0.0047658624472952564 -0.00057360585225381378 -0.003004657645223409 0.0012699790112113956 -0.0021378501371262324 0.0027886025934406194 0.0022605431445703629 -5.509137040125019e-05 0.00010466460624186243
leaf_weight=53 53 50 53 62 65 54 47 48 57 46 64 57 81 2883 48
leaf_count=53 53 50 53 62 65 54 47 48 57 46 64 57 81 2883 48
internal_value=0 -4.03765e-05 -0.00114419 -0.00194598 0.000975682 2.75558e-05 -0.00101207 -0.00265629 -5.53282e-06 -0.00108765 -1.95145e-05 1.64148e-05 -3.71687e-05 7.91399e-06 0.00156946
internal_weight=0 3290 431 313 118 3240 251 95 156 103 3187 3133 3028 2964 105
internal_count=3721 3290 431 313 118 3240 251 95 156 103 3187 3133 3028 2964 105
is_linear=0
shrinkage=0.0995203


Tree=2797
num_leaves=19
num_cat=0
split_feature=22 0 0 17 18 9 8 1 17 1 1 17 18 9 0 8 17 8
split_gain=0.055122 0.0654393 0.0274952 0.0242825 0.0862018 0.189383 0.301109 0.0759317 0.144689 0.118215 0.0927499 0.048927 0.0466585 0.0929796 0.042018 0.0574321 0.0310995 0.0255928
threshold=0.11738500000000003 -0.091935000000000003 -0.233955 -0.0050499999999999998 -0.077844999999999998 0.090775000000000022 -0.082094999999999987 -0.08616 0.097480000000000025 -0.082344999999999988 -0.081224999999999992 -0.0082649999999999998 0.099430000000000032 0.086635000000000031 0.11291000000000002 -0.051259999999999993 -0.072334999999999997 0.095985000000000015
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 11 5 6 -5 8 -6 -9 -11 12 14 -14 15 -4 -15 -16
right_child=1 -3 3 4 7 -7 -8 9 -10 10 -12 -13 13 16 17 -17 -18 -19
leaf_value=0.0019071038854094635 -0.0050497619931201753 0.0001601142407467783 -0.00010203647412153317 -0.00083950310759705238 -0.0011886882395580995 0.0027165885761889731 -0.010842884632738213 -0.0047950549935865706 0.0061561928895255691 0.0041289179572968644 -0.00033043114306803746 0.0023616510995606295 -0.0041798709873249141 -0.0012016108508966276 -0.00011524623353850149 0.001205087888257235 0.0018095876908088249 -0.0032275017881758395
leaf_weight=67 49 46 1054 82 54 50 47 57 52 48 1219 91 76 75 51 486 62 55
leaf_count=67 49 46 1054 82 54 50 47 57 52 48 1219 91 76 75 51 486 62 55
internal_value=0 -0.00251847 -8.94732e-05 -0.00012729 -0.000413572 -0.00247277 -0.00449049 -0.00015524 0.00240674 -0.000360971 -0.000160843 0.00010851 -1.34373e-06 -0.00138778 0.00017757 0.00030994 0.000155146 -0.00173782
internal_weight=0 95 3626 3559 1609 179 129 1430 106 1324 1267 1950 1859 213 1646 1540 137 106
internal_count=3721 95 3626 3559 1609 179 129 1430 106 1324 1267 1950 1859 213 1646 1540 137 106
is_linear=0
shrinkage=0.0995203


Tree=2798
num_leaves=12
num_cat=0
split_feature=27 2 3 3 6 0 36 12 3 18 29
split_gain=0.0461963 0.0350025 0.0535729 0.0708023 0.0382446 0.0349912 0.0256688 0.0327556 0.0319558 0.108939 0.0211084
threshold=0.11129500000000002 0.13398000000000002 0.11387500000000002 0.12551500000000002 -0.072834999999999997 -0.25289499999999993 0.090760000000000021 -0.0071149999999999989 0.083875000000000019 -0.017129999999999996 0.0035350000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 7 -7 9 -9 -10
right_child=-2 2 3 4 -6 6 -8 8 10 -11 -12
leaf_value=0.0025413703961740925 -0.002430436275046318 0.0011854256033284156 -0.0053429113249364698 0.00038715076844132517 -0.0028182474545050381 0.0025268380801802062 -0.0022086811648954854 -0.0044858905667069645 9.6484682140953796e-05 0.00015754877669674192 -0.0015036695936357424
leaf_weight=53 85 70 48 88 63 50 53 69 2877 181 84
leaf_count=53 85 70 48 88 63 50 53 69 2877 181 84
internal_value=0 -8.28055e-05 -0.00117525 -0.00200975 -0.00094478 4.22999e-06 -3.60989e-05 -5.37544e-07 -4.01475e-05 -0.00112077 5.08137e-05
internal_weight=0 3636 269 199 151 3367 3314 3261 3211 250 2961
internal_count=3721 3636 269 199 151 3367 3314 3261 3211 250 2961
is_linear=0
shrinkage=0.0995203


Tree=2799
num_leaves=20
num_cat=0
split_feature=8 9 2 4 3 3 8 8 9 9 18 18 3 1 3 3 3 1 8
split_gain=0.030613 0.0792759 0.0648015 0.053622 0.052307 0.0678548 0.0395801 0.0394903 0.0211552 0.113457 0.0408225 0.0837936 0.0592443 0.103359 0.0539255 0.0388268 0.0297799 0.102213 0.0370927
threshold=-0.10833 0.099985000000000018 0.13398000000000002 0.13271500000000006 0.11578500000000001 0.10038500000000002 -0.48834 -0.15146000000000001 0.083760000000000015 0.083925000000000013 0.099430000000000032 0.088635000000000019 0.083955000000000016 -0.086814999999999989 0.087825000000000028 0.083595000000000017 0.087825000000000028 -0.083284999999999984 -0.080924999999999983
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 7 -5 -1 10 -10 11 12 13 -2 -14 -11 17 -17 -18
right_child=2 -3 -4 6 -6 -7 -8 -9 9 15 -12 -13 14 -15 -16 16 18 -19 -20
leaf_value=0.00016855561379039275 -0.001050618844116349 -0.0048183105079815545 -0.0035750614382840853 -0.00045871286115696281 -0.0034704042496640553 0.0025693934386523602 0.0034309873567067673 -0.0030200334489150784 -0.00500908658934659 -0.0022779884678774615 -0.0016658109808486785 0.0045525076739882653 -0.0020213550174864921 0.0038466161214292536 0.00041322447241673508 -0.00081406627963276064 -0.00083310543659550758 0.0018194596112747409 0.00016193377236334254
leaf_weight=75 69 46 50 51 72 57 52 78 46 73 80 52 116 111 403 260 547 332 1151
leaf_count=75 69 46 50 51 72 57 52 78 46 73 80 52 116 111 403 260 547 332 1151
internal_value=0 -0.00091174 -1.94595e-05 -0.000442855 -0.00115431 -0.000356325 0.00149707 -0.00145165 3.51583e-05 -0.000113927 0.000468329 0.000696757 0.000408749 0.0019648 -0.000129343 -1.82873e-05 5.33895e-05 0.000661461 -0.00015813
internal_weight=0 431 3290 385 282 210 103 153 3240 2409 831 751 699 180 519 2363 2290 592 1698
internal_count=3721 431 3290 385 282 210 103 153 3240 2409 831 751 699 180 519 2363 2290 592 1698
is_linear=0
shrinkage=0.0995203


Tree=2800
num_leaves=20
num_cat=0
split_feature=29 6 0 1 5 3 0 3 26 0 1 1 5 18 17 6 0 3 3
split_gain=0.0263994 0.0580932 0.0290113 0.0472338 0.0369851 0.0619923 0.0520208 0.0888503 0.109738 0.06299 0.0574344 0.0555813 0.048478 0.0386981 0.0526232 0.0371416 0.0286976 0.0699288 0.0305654
threshold=0.090185000000000015 -0.098424999999999999 0.12433000000000002 -0.49056499999999997 0.11286000000000003 -0.14674999999999996 -0.064859999999999987 0.11404500000000002 0.086255000000000012 -0.081674999999999984 -0.041095 -0.040439999999999997 0.073820000000000011 -0.063154999999999989 -0.30645999999999995 0.016740000000000005 -0.14124499999999998 0.090905000000000027 0.084550000000000028
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 -1 7 8 9 -6 13 -10 16 14 -8 -15 17 -7 -18
right_child=1 -3 3 -5 6 12 10 -9 11 -11 -12 -13 -14 15 -16 -17 18 -19 -20
leaf_value=0.0032769188219583085 0.0011864629734055826 -0.0032737704857787125 0.0032215210629193188 -0.00068551178198098168 -0.0057748633185853646 0.0026014780118205384 0.0021549862061450509 0.0035686857385406287 -0.00045697468335676947 -0.00068081025909481549 -0.0038147870617955149 0.003633601899109344 0.0030546498669182967 -0.0043160540279077357 -0.0020946556126672628 -0.00029629864957307682 -0.0010227169679916368 -0.00017556701216618473 8.5338664563320551e-07
leaf_weight=60 48 72 70 54 49 136 70 61 86 48 88 53 52 46 49 46 336 263 2052
leaf_count=60 48 72 70 54 49 136 70 61 86 48 88 53 52 46 49 46 336 263 2052
internal_value=0 -0.00148286 1.73806e-05 0.00151347 -3.54654e-05 0.00011108 -0.000749649 0.000180763 -0.000691461 -0.00326254 -0.00167658 0.00109685 4.38842e-05 -0.000780929 0.000398254 -0.00231508 -1.19972e-05 0.000768943 -0.000142824
internal_weight=0 120 3619 124 3495 2899 596 297 236 97 299 139 2839 211 119 92 2787 399 2388
internal_count=3739 120 3619 124 3495 2899 596 297 236 97 299 139 2839 211 119 92 2787 399 2388
is_linear=0
shrinkage=0.0995203


Tree=2801
num_leaves=27
num_cat=0
split_feature=4 4 17 9 9 5 1 5 18 6 8 8 17 5 6 18 5 0 8 21 1 9 0 1 17 1
split_gain=0.0235584 0.0501462 0.416481 0.0336427 0.122684 0.0295364 0.105882 0.0845042 0.0591349 0.0477907 0.025776 0.0515711 0.0782846 0.0668405 0.133299 0.0681359 0.0839485 0.0661302 0.0799146 0.0914654 0.0481642 0.0508539 0.0606979 0.0419284 0.0768004 0.0540094
threshold=0.08544000000000003 0.089610000000000009 -0.087329999999999991 0.11351500000000002 0.098465000000000011 -0.0050400000000000002 -0.031409999999999993 -0.031929999999999993 -0.117225 -0.083069999999999991 -0.073439999999999991 -0.069939999999999988 0.021725000000000005 -0.082635 -0.10754999999999999 0.091085000000000013 -0.055004999999999991 -0.065519999999999981 -0.06520999999999999 0.083050000000000027 -0.14482999999999999 0.097365000000000021 -0.071340000000000001 -0.085739999999999997 -0.017704999999999995 -0.078509999999999983
decision_type=2 2 2 2 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 7 8 9 -7 -3 20 -12 13 14 -13 16 -15 18 -14 -20 -1 22 23 24 -22 -25
right_child=1 3 -4 -5 -6 6 -8 -9 -10 -11 11 12 17 15 -16 -17 -18 -19 19 -21 21 -23 -24 25 -26 -27
leaf_value=0.002777449350608782 -0.0040823769970355413 -0.00066989278461188106 0.0093026901115889384 -0.0019661695829555721 0.0044190364921766487 -0.0026816454296956093 -0.0050472471953837642 0.0041097571349621954 0.0010480044618569936 0.0016247498160739432 -0.0029261566646680121 0.00061134699982336757 0.0037896112549083601 0.0035152846494911679 -0.0061591366055380034 -0.0030118335577398532 -0.00051258946882289775 0.0038626310658949237 -0.0043508592694055945 0.00078214265246389085 -0.00022474630259461032 0.0028223590578402452 -0.0032854616735276767 0.0013339202261299229 -0.0038418104240245401 -0.00016084448651002413
leaf_weight=62 46 320 46 68 67 57 49 55 161 125 85 52 47 59 64 88 390 64 51 105 274 59 59 328 74 884
leaf_count=62 46 320 46 68 67 57 49 55 161 125 85 52 47 59 64 88 390 64 51 105 274 59 59 328 74 884
internal_value=0 0.00038734 0.00260126 0.000160623 0.000335012 -2.0674e-05 -0.000866818 0.00042953 6.90652e-05 -2.34905e-05 -0.000178059 -0.000579401 -0.000361691 -0.000949379 -0.00311704 -0.000479608 1.48628e-05 0.00107255 0.000188881 -0.000890707 5.32795e-05 -4.68874e-05 -0.000151955 -3.29192e-05 -0.000996245 0.000243004
internal_weight=0 994 92 902 834 767 267 500 218 445 2745 1005 920 653 116 537 449 267 203 156 1740 1678 1619 1560 348 1212
internal_count=3739 994 92 902 834 767 267 500 218 445 2745 1005 920 653 116 537 449 267 203 156 1740 1678 1619 1560 348 1212
is_linear=0
shrinkage=0.0995203


Tree=2802
num_leaves=12
num_cat=0
split_feature=27 1 0 3 3 3 11 0 23 5 12
split_gain=0.0212701 0.0338796 0.0463942 0.0358938 0.0415573 0.0301459 0.0296514 0.0281747 0.0244418 0.0223561 0.0254136
threshold=-0.038765000000000001 -0.37983499999999998 0.12433000000000002 0.099655000000000021 0.10807500000000002 0.086965000000000028 0.090100000000000027 0.0047200000000000011 -0.022119999999999997 -0.54885499999999998 -0.0088449999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 8 -3 -10 -11
right_child=1 6 -4 4 -6 -7 -8 -9 9 10 -12
leaf_value=-0.0015537753099980176 -0.0001298163868512493 0.001749634961610761 0.0029097969104156982 -0.0032590431552746934 0.00091686344690725498 0.0033690223683903613 0.0024329794217112402 -0.0018782875361085267 -0.0020075449013387836 0.0020139948111406189 -0.00010649568881642536
leaf_weight=88 51 72 91 48 46 46 46 87 60 57 3047
leaf_count=88 51 72 91 48 46 46 46 87 60 57 3047
internal_value=0 1.18379e-05 0.00105989 0.000174227 -0.00120681 0.00152099 -7.56453e-05 -0.000110618 -6.28414e-05 -0.000104345 -6.72925e-05
internal_weight=0 3651 282 191 94 97 3369 3323 3236 3164 3104
internal_count=3739 3651 282 191 94 97 3369 3323 3236 3164 3104
is_linear=0
shrinkage=0.0995203


Tree=2803
num_leaves=15
num_cat=0
split_feature=2 18 31 9 9 2 17 26 9 8 9 3 3 3
split_gain=0.0398897 0.0772101 0.0256091 0.0253927 0.0519398 0.0441171 0.06291 0.0678901 0.0389207 0.0386848 0.0573034 0.0409809 0.131151 0.0938217
threshold=-0.22383 -0.046804999999999992 0.085410000000000028 0.094435000000000033 0.09518500000000002 -0.021165 0.021725000000000005 0.098495000000000013 0.09649000000000002 -0.51030999999999993 -0.25326499999999996 0.11492500000000001 0.12131500000000002 0.11165000000000001
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 -2 -11 13 -13 -12
right_child=2 -3 -4 4 5 -7 7 -9 -10 10 11 12 -14 -15
leaf_value=-0.00082819803125512884 0.0027028468036847252 0.0041723387437264505 -0.0023422767741714994 -0.0035618501390714181 0.0018369865791123701 -0.0032170343623477106 0.0036068560276125987 1.5994332900807706e-05 -0.0011600728853791767 -0.0030853793825162622 6.5828587466163586e-05 0.0044292490559270656 -0.000140798761753973 -0.0039201096704280531
leaf_weight=59 55 63 49 53 48 49 77 163 392 57 2315 88 211 60
leaf_count=59 55 63 49 53 48 49 77 163 392 57 2315 88 211 60
internal_value=0 0.00174734 -8.22175e-05 -5.09503e-05 -0.000552215 -0.000332285 -0.000123209 0.00117147 -0.00083126 8.94556e-05 3.65243e-05 0.000103378 0.00120149 -3.45242e-05
internal_weight=0 122 3617 3568 782 729 680 240 440 2786 2731 2674 299 2375
internal_count=3739 122 3617 3568 782 729 680 240 440 2786 2731 2674 299 2375
is_linear=0
shrinkage=0.0995203


Tree=2804
num_leaves=30
num_cat=0
split_feature=0 18 18 21 21 3 3 18 18 0 0 5 0 18 9 18 0 0 18 9 3 18 0 18 0 0 5 18 20
split_gain=0.0367563 0.0922659 0.159643 0.281705 0.367201 0.0665418 0.0595386 0.0466944 0.040383 0.0432263 0.0388456 0.052602 0.0494264 0.0347076 0.0676017 0.0300765 0.0705476 0.0660386 0.109885 0.308798 0.113637 0.0590094 0.0505469 0.0921345 0.0466513 0.0677497 0.0496991 0.0372144 0.0316828
threshold=-0.082794999999999994 -0.022504999999999997 -0.087724999999999984 0.085955000000000018 -0.016949999999999996 0.090835000000000013 0.088055000000000022 -0.015440000000000001 -0.01137 -0.084154999999999994 -0.086254999999999984 -0.084089999999999984 -0.087184999999999999 -0.120155 0.084055000000000032 -0.037059999999999989 -0.082284999999999983 -0.080884999999999999 -0.090254999999999988 0.09032500000000003 0.09482500000000002 -0.088385000000000005 -0.079564999999999983 -0.18513499999999999 -0.082039999999999988 -0.080434999999999993 0.40249000000000007 0.19545000000000004 -0.10068000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 13 -3 -9 10 12 -12 -10 -1 -15 16 -2 21 22 -20 -21 -18 -19 -24 -17 -26 27 28 -27
right_child=15 7 3 -5 -6 -7 -8 8 9 -11 11 -13 -14 14 -16 24 17 18 19 20 -22 -23 23 -25 25 26 -28 -29 -30
leaf_value=-0.0021174692017777805 0.0043424379374010173 0.0028365868788354596 -0.0015493414087130702 0.00098906996732805704 -0.01157908056445309 0.0027599047106359915 -0.0039001074908054725 -0.0022483777971626967 0.00013744795795861208 -0.002283993535410961 -0.00060979423401865112 0.0034973673207471427 -0.0027358953198693805 -0.0014274265419067793 0.0035464721870897627 -0.0032320789532490927 0.0006693223004736764 0.0027540730058250003 0.0087978326291078893 -0.0035112799203606175 0.0019583070353850636 -0.0040810187718739125 0.00095630344178525859 -0.0020517799450830024 0.002625980413834527 -0.0027548665512561609 -0.0034010817427977702 0.0024971118049449716 -0.00010989070310836548
leaf_weight=48 48 55 79 87 67 68 48 83 1006 76 52 75 63 53 55 47 47 52 58 51 143 57 202 201 87 48 48 51 700
leaf_count=48 48 55 79 87 67 68 48 83 1006 76 52 75 63 53 55 47 47 52 58 51 143 57 202 201 87 48 48 51 700
internal_value=0 -0.000419444 -0.00157373 -0.00348561 -0.00615764 6.10106e-05 -0.000834608 -5.44834e-06 -0.000121412 1.67324e-05 0.000163617 0.00180925 -3.11228e-05 0.000103376 0.001098 0.000203254 0.000633445 0.000412914 0.00075818 0.00242554 0.000516206 -0.00192636 -0.000163484 -0.000541975 -0.000172602 -1.77688e-05 -0.000290289 -0.000102383 -0.000280716
internal_weight=0 1915 505 233 146 272 204 1410 1355 1272 1196 127 1069 156 108 1840 859 811 707 252 194 104 455 403 981 934 847 799 748
internal_count=3755 1915 505 233 146 272 204 1410 1355 1272 1196 127 1069 156 108 1840 859 811 707 252 194 104 455 403 981 934 847 799 748
is_linear=0
shrinkage=0.0995203


Tree=2805
num_leaves=30
num_cat=0
split_feature=26 26 5 18 18 3 18 17 17 5 26 21 26 5 2 17 6 6 6 1 17 4 3 2 2 2 2 6 17
split_gain=0.0377692 0.0906591 0.0595089 0.176233 0.263185 0.124314 0.128138 0.111066 0.068739 0.0553929 0.072247 0.0687041 0.0768548 0.067491 0.0609134 0.0549799 0.0531298 0.245058 0.0878358 0.0638931 0.0534928 0.0384753 0.0902352 0.0593174 0.196669 0.120453 0.0960397 0.0744382 0.0568639
threshold=0.088475000000000012 0.088825000000000029 -0.0038499999999999997 -0.01137 -0.026374999999999999 0.086015000000000022 -0.084954999999999989 -0.0065549999999999992 -0.087770000000000001 0.0016150000000000003 0.086685000000000026 -0.064794999999999991 0.08494500000000002 0.043850000000000007 -0.083769999999999997 -0.015464999999999998 0.087455000000000019 0.089430000000000023 0.082060000000000022 -0.082039999999999988 -0.05543 0.11541000000000003 0.084235000000000018 -0.081344999999999987 -0.082025000000000001 -0.082594999999999988 -0.077945 0.091795000000000015 0.51362000000000008
decision_type=2 2 2 2 2 2 2 2 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 15 7 -7 -5 14 11 -11 13 -13 -4 -1 18 -18 20 -20 -10 22 -3 24 25 -24 27 -25 -28
right_child=1 21 9 8 -6 6 -8 -9 16 10 -12 12 -14 -15 -16 -17 17 -19 19 -21 -22 -23 23 26 -26 -27 28 -29 -30
leaf_value=-0.00053862933998647701 0.0043420911463460067 -0.00430458528587121 0.00059943034396455527 -0.0027016744609600139 -0.0077500730915818642 -0.0025040949765477477 0.00043948320345003433 -0.0084321099068423704 0.0023604068337131192 0.0030620862025337006 0.0034454465601906847 -0.0036357712393043358 -0.0043373864136014781 0.00011985661017270004 0.0051583404853272393 0.0039197583940428545 0.0077178987595663022 -0.0011340248870540443 -0.00061797184772121217 -0.0056027364082618606 -6.6048593842710983e-05 0.0024528047262733217 0.0012421721338024198 -0.0035165530705330611 0.0072312401469606605 -0.0035282490957786591 4.1141039727045321e-05 0.00030030887392784675 0.0034204940996889008
leaf_weight=60 53 46 80 90 76 100 87 46 103 54 55 53 51 445 46 50 48 87 58 46 708 68 289 136 47 64 575 80 54
leaf_count=60 53 46 80 90 76 100 87 46 103 54 55 53 51 445 46 50 48 87 58 46 708 68 289 136 47 64 575 80 54
internal_value=0 0.000303507 -0.000347948 -0.000703799 -0.00244918 -0.00127225 -0.00257533 -0.00437743 -6.15769e-05 0.000358624 -6.19603e-06 -0.00032238 -0.00065677 -0.000278195 0.00227029 0.00148047 0.000163938 0.00200726 -0.000107134 -0.00283064 0.000241111 0.000145402 2.32317e-05 0.000183793 0.00118262 0.00037496 -0.000288057 -0.00209911 0.000332562
internal_weight=0 1412 2343 1559 419 343 233 146 1140 784 658 603 549 498 126 110 1050 135 915 104 811 1359 1291 1245 400 353 845 216 629
internal_count=3755 1412 2343 1559 419 343 233 146 1140 784 658 603 549 498 126 110 1050 135 915 104 811 1359 1291 1245 400 353 845 216 629
is_linear=0
shrinkage=0.0995203


Tree=2806
num_leaves=28
num_cat=0
split_feature=26 26 26 8 9 26 17 0 17 26 8 8 21 26 26 6 3 9 18 0 2 2 0 26 2 21 3
split_gain=0.0306489 0.073503 0.0490546 0.148135 0.161075 0.0822642 0.0942417 0.101277 0.0756269 0.0507552 0.0379945 0.152607 0.0824303 0.0745958 0.0736958 0.0528916 0.0335125 0.0817844 0.110933 0.0551224 0.0567325 0.160555 0.0982352 0.0863895 0.10834 0.0293706 0.0442144
threshold=0.088475000000000012 0.088825000000000029 0.085570000000000021 -0.089984999999999996 0.084115000000000009 0.086255000000000012 -0.09744499999999999 -0.082494999999999999 -0.0046399999999999992 0.085235000000000019 -0.08569499999999998 -0.086914999999999992 -0.084759999999999988 0.08425500000000001 0.0054200000000000012 -0.0093650000000000001 0.11926500000000002 0.11351500000000002 -0.025079999999999998 -0.046675000000000001 -0.081344999999999987 -0.082025000000000001 -0.084834999999999994 0.090170000000000014 -0.078289999999999985 -0.091104999999999992 0.086605000000000029
decision_type=2 2 2 2 2 2 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 8 -5 -6 -7 -8 -4 10 11 12 -1 -14 25 -16 19 18 -18 20 21 22 -3 -22 -25 -12 -27
right_child=1 16 3 4 5 6 7 -9 -10 -11 14 -13 13 -15 15 -17 17 -19 -20 -21 23 -23 -24 24 -26 26 -28
leaf_value=0.0036566930075217952 0.0039099655633265768 -0.0021141585201306058 0.005061911700800485 -0.0073989476911156355 -0.0045851540715807762 0.0028729202837462272 -0.00023115296962259642 -0.0052774342295898256 -0.00031801551626191559 0.0030447844420256978 -0.0022904412609037329 -0.0051141404768034662 -0.0001414825059705371 -0.0037913516409869845 0.0046950957437231671 0.00075560421194962181 -0.00047699592372929414 -0.0019506500914611977 0.0055414886449249526 -0.0031938624271884374 -0.003651684914325349 0.0065115858965419911 0.0014591178779290261 -0.0024601945862607979 0.00060967417016706083 0.0012487114808397836 -0.00035245693006939516
leaf_weight=49 53 112 47 50 62 61 147 54 57 50 59 72 420 64 55 89 55 50 67 53 74 47 238 146 517 218 789
leaf_count=49 53 112 47 50 62 61 147 54 57 50 59 72 420 64 55 89 55 50 67 53 74 47 238 146 517 218 789
internal_value=0 0.000273475 -0.000313355 -0.00121296 -0.00213791 -0.00132349 -0.000548523 -0.00159094 0.00210543 -8.23473e-05 -0.000168945 -0.000813104 -0.000230565 -0.000625802 0.000152458 0.00226596 0.000131052 0.00142951 0.00282153 -5.64091e-05 8.9505e-05 0.00104919 0.00031333 -0.000426339 -6.51106e-05 -0.000132275 -5.01564e-06
internal_weight=0 1412 2343 478 374 324 262 201 104 1865 1815 605 533 484 1210 144 1359 172 122 1187 1134 397 350 737 663 1066 1007
internal_count=3755 1412 2343 478 374 324 262 201 104 1865 1815 605 533 484 1210 144 1359 172 122 1187 1134 397 350 737 663 1066 1007
is_linear=0
shrinkage=0.0995203


Tree=2807
num_leaves=39
num_cat=0
split_feature=17 2 2 9 0 2 9 9 26 5 18 17 21 2 2 9 9 3 3 1 21 17 5 5 2 17 0 1 2 0 5 5 5 18 17 5 5 5
split_gain=0.0254086 0.0806974 0.135248 0.119385 0.199817 0.460082 0.156831 0.144315 0.177523 0.0635855 0.179044 0.0550217 0.0905182 0.114793 0.0534258 0.0529508 0.0736322 0.0537736 0.13994 0.0571273 0.0511211 0.0413748 0.2326 0.159724 0.116815 0.0567932 0.0382255 0.0967549 0.0505107 0.0355807 0.0773668 0.0606799 0.155079 0.0926534 0.0636969 0.0340306 0.0528962 0.0319755
threshold=-0.062765000000000001 -0.08237499999999999 -0.082084999999999991 0.084515000000000021 -0.087504999999999986 -0.087444999999999995 0.084835000000000022 0.086635000000000031 0.086895000000000014 -0.0087549999999999989 -0.0051099999999999991 -0.078119999999999995 0.087625000000000022 -0.085599999999999996 -0.087129999999999999 0.08486500000000001 0.084055000000000032 0.086605000000000029 0.091065000000000021 -0.047889999999999995 0.083545000000000022 -0.008454999999999999 -0.081415000000000001 -0.004089999999999999 -0.075609999999999997 -0.0036050000000000001 -0.106285 0.18123500000000006 -0.081055000000000002 -0.077624999999999986 0.065520000000000023 0.066815000000000027 -0.00093999999999999997 -0.087864999999999985 -0.088734999999999994 0.23560500000000004 0.30714500000000006 0.06136500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 -3 4 14 -6 -5 8 -8 10 -9 15 13 -13 -2 16 17 20 -19 -20 37 22 -4 24 -24 -23 27 -27 -28 31 -31 32 34 -33 -17 -32 -37 -1
right_child=1 2 21 6 5 -7 7 9 -10 -11 -12 12 -14 -15 -16 29 -18 18 19 -21 -22 25 23 -25 -26 26 28 -29 -30 30 35 33 -34 -35 -36 36 -38 -39
leaf_value=-0.0015030705026605749 -0.0021877611398601398 0.0051077050310159612 -0.006453756614291044 0.0043032570246322082 0.001177490800211318 -0.011139218408682827 -0.00076216841678285717 -0.0051216904001186742 -0.0087072520845193572 0.0031086312316718598 0.00082484416005242415 0.00094087688153984643 -0.0017816729275635039 0.0073038993815168545 0.0023258030840347548 0.0016989742131719653 -0.004130512882001237 -0.0056777608578839067 -0.0018515617558198035 0.0012997252411871521 0.0036686310523996956 0.0027947159814675211 0.0055644457019394305 -0.0031980234546432986 -0.00083684064330109939 0.003450516605487299 -0.0032814273162532263 -0.00025054048705443156 -0.00013819299473700732 -0.0038963170118850158 0.0028668907687679651 -0.0030441900692223002 0.0055033114445759788 0.002046557312606201 -0.00285249479004246 -0.0030897769252778572 0.00058816302628675223 0.0018220110575398766
leaf_weight=67 50 52 63 64 53 69 69 65 47 57 219 73 46 46 54 90 57 55 102 129 52 77 66 70 49 103 54 217 827 47 48 67 89 75 46 46 245 50
leaf_count=67 50 52 63 64 53 69 69 65 47 57 219 73 46 46 54 90 57 55 102 129 52 77 66 70 49 103 54 217 827 47 48 67 89 75 46 46 245 50
internal_value=0 -0.000286523 0.000116408 -0.00113879 -0.00304945 -0.00578181 -0.000308408 -0.000956035 -0.00398836 7.30877e-05 -0.000533277 0.000246456 0.0019558 0.00340741 0.000147949 2.28511e-05 -0.000757319 -0.000332944 -0.00116599 -8.82084e-05 0.00107198 -5.31396e-05 -0.00122991 0.000544591 0.00282982 0.000174577 5.90954e-06 0.000938179 -0.000331784 0.000554413 -0.000110693 0.00125618 0.00227328 -0.00034965 0.000153487 0.000411743 3.9569e-06 -7.50985e-05
internal_weight=0 2325 1578 747 226 122 521 457 116 341 284 1430 165 119 104 1265 512 455 286 231 169 1526 248 185 115 1278 1201 320 881 753 386 367 225 142 136 339 291 117
internal_count=3755 2325 1578 747 226 122 521 457 116 341 284 1430 165 119 104 1265 512 455 286 231 169 1526 248 185 115 1278 1201 320 881 753 386 367 225 142 136 339 291 117
is_linear=0
shrinkage=0.0995203


Tree=2808
num_leaves=20
num_cat=0
split_feature=4 6 4 4 18 5 27 4 27 21 19 6 6 6 19 4 18 5 3
split_gain=0.0380216 0.0335052 0.0383195 0.0546615 0.0805876 0.0500408 0.0465391 0.0492929 0.0298251 0.0324214 0.0304703 0.0740482 0.0745473 0.094834 0.0526017 0.0277908 0.0270418 0.0242731 0.0311598
threshold=0.15834500000000004 -0.07664 0.13364000000000004 0.10722500000000003 -0.044484999999999997 0.62404000000000015 0.084480000000000013 0.098515000000000019 0.083925000000000013 0.095695000000000016 1.0000000180025095e-35 -0.085885000000000003 -0.088444999999999982 -0.091244999999999993 0.10458500000000003 0.11541000000000003 0.11835500000000003 -0.44524499999999995 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=1 8 3 5 -5 6 7 -3 10 17 11 12 13 -1 -12 -6 -16 -10 -19
right_child=-2 2 -4 4 15 -7 -8 -9 9 -11 14 -13 -14 -15 16 -17 -18 18 -20
leaf_value=-0.00051731466960605718 0.0029282508878187116 0.0002762932016031034 -0.0021885306400975624 0.0055735756753560331 -0.0010825832604890397 -0.0021735564638842467 -0.0024460315209108036 0.0030006373291698589 -0.001685669586649638 0.0030103974386793079 0.0028909914197201595 -0.0038107874880081521 0.0031071324739355504 -0.0050423856037292453 -0.001963693717355784 0.0021824662280362293 0.00073163640538584027 -0.00055987493924152464 0.0027867115823403143
leaf_weight=566 46 2091 62 47 50 85 60 68 55 46 61 79 50 50 72 53 75 64 48
leaf_count=566 46 2091 62 47 50 85 60 68 55 46 61 79 50 50 72 53 75 64 48
internal_value=0 4.87101e-05 0.000253279 0.000315305 0.00215667 0.000195069 0.00028617 0.000362479 -0.000392008 0.000670789 -0.000630407 -0.000928099 -0.000584929 -0.000885939 0.00043191 0.000589543 -0.000582957 2.14437e-05 0.000867068
internal_weight=0 3682 2516 2454 150 2304 2219 2159 1166 213 953 745 666 616 208 103 147 167 112
internal_count=3728 3682 2516 2454 150 2304 2219 2159 1166 213 953 745 666 616 208 103 147 167 112
is_linear=0
shrinkage=0.0995203


Tree=2809
num_leaves=27
num_cat=0
split_feature=29 6 6 29 9 6 17 2 6 2 9 18 6 9 2 6 6 1 17 20 9 2 9 8 17 8
split_gain=0.0442248 0.0279118 0.036752 0.0313645 0.035417 0.0798557 0.11186 0.0884099 0.0947042 0.0821115 0.0404878 0.0335391 0.0716578 0.067687 0.0309485 0.0558548 0.0612968 0.0516429 0.0550307 0.0456556 0.0839876 0.110994 0.097088 0.0269901 0.0325039 0.0190295
threshold=0.12951500000000005 -0.082304999999999989 -0.085885000000000003 0.0035350000000000004 0.086070000000000021 0.089165000000000022 0.059130000000000009 -0.087129999999999999 0.084985000000000019 -0.086050000000000001 0.086635000000000031 0.10189500000000003 -0.074569999999999984 0.094435000000000033 -0.079555000000000001 -0.092034999999999992 -0.088734999999999994 -0.0057250000000000001 -0.065004999999999993 -0.017315000000000001 0.085945000000000021 -0.089549999999999991 0.084915000000000032 -0.085814999999999989 -0.072659999999999988 -0.080835000000000004
decision_type=2 2 2 2 2 2 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 5 7 25 8 -3 -9 -6 12 -12 -13 19 17 -17 -16 -19 20 22 -22 -1 -21 -25 -7
right_child=-2 3 -4 -5 10 6 -8 9 -10 -11 11 13 -14 -15 15 16 -18 18 -20 23 21 -23 -24 24 -26 -27
leaf_value=0.0022993170140070641 0.0031097182528165672 -7.7310932827925327e-05 -0.0026597189831934513 -0.0023017479989232799 -0.0022017589489953045 0.0022512007345587659 0.006584320636723681 0.0035255101727775912 -0.0048659447191528975 0.00043850863602239496 0.0035255624998801688 0.0031053137724020036 -0.00032587527678356486 -5.741108468103555e-05 0.0022362879831518533 -0.0047315288210086227 2.9453349982810525e-05 -0.0037126209288221336 -0.00024428507037581933 0.0010877450003386679 -0.00083506394186543215 0.0052587257028626601 -0.0040594769887957738 0.0003960230094048151 -0.0029736007589453274 -0.00058606512968518748
leaf_weight=48 47 140 66 48 81 46 52 101 58 557 50 102 1101 194 72 63 46 51 413 53 46 82 47 47 70 47
leaf_count=48 47 140 66 48 81 46 52 101 58 557 50 102 1101 194 72 63 46 51 413 53 46 82 47 47 70 47
internal_value=0 3.70758e-05 -0.000381348 0.000216648 0.000264771 0.000724948 0.00288548 0.000358013 -0.00148418 0.000913594 -3.61574e-05 8.45027e-05 -0.000157856 0.00102968 -0.000235692 -0.000660391 -0.0027148 -0.000241083 -0.000627268 0.000459252 0.00139711 0.00306238 -0.000837996 -0.000766184 -0.00161299 0.000808512
internal_weight=0 3681 1104 2577 2529 1001 145 856 198 658 1528 1447 1151 296 1038 645 109 536 464 393 223 128 95 170 117 93
internal_count=3728 3681 1104 2577 2529 1001 145 856 198 658 1528 1447 1151 296 1038 645 109 536 464 393 223 128 95 170 117 93
is_linear=0
shrinkage=0.0995203


Tree=2810
num_leaves=23
num_cat=0
split_feature=29 3 5 3 21 21 0 35 4 3 4 3 3 8 3 8 8 8 1 1 29 8
split_gain=0.0358609 0.0266408 0.0593938 0.0770346 0.0368058 0.0909566 0.0631884 0.041823 0.0216019 0.19481 0.0568358 0.0786311 0.0555915 0.0435751 0.072587 0.0396071 0.0593779 0.0504247 0.0445215 0.0409303 0.035525 0.0179903
threshold=0.12951500000000005 0.087625000000000022 0.24444000000000005 0.087325000000000028 0.085470000000000018 0.088880000000000028 -0.14574499999999999 -0.076159999999999992 0.10495500000000003 0.10892000000000003 0.095805000000000015 0.10749000000000002 0.11492500000000001 -0.071594999999999992 0.13547000000000003 -0.050299999999999997 -0.041669999999999992 -0.057284999999999996 -0.14482999999999999 0.10924000000000002 -0.075559999999999988 -0.087245000000000003
decision_type=2 2 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 -6 -1 -8 10 -10 15 -12 -11 20 -15 17 -17 18 -3 -18 -14 -7
right_child=-2 8 -4 -5 5 21 7 -9 9 12 11 -13 13 14 -16 16 19 -19 -20 -21 -22 -23
leaf_value=0.0030053434060609845 0.0028002384396262131 0.0028081714862121946 0.0037584067708228909 0.0035208428184727802 -0.0036069620585923155 -0.00058127374514451401 -0.0022538998503514123 0.00030433987864228197 0.0062744105765392081 -0.0029410805319657327 -0.0039363703813803403 0.0011002959146745566 0.0018457159227261999 0.0044897404803201169 -0.0003420350986372798 -0.0038656773647759465 -0.00015989910527657673 0.0031983367144642087 -8.5133813161569844e-05 -0.0027049430411389087 -0.0012281044841967899 0.0020427738764849158
leaf_weight=80 47 55 51 68 85 49 70 659 51 64 91 46 47 54 71 57 486 52 1242 72 177 54
leaf_count=80 47 55 51 68 85 49 70 659 51 64 91 46 47 54 71 57 486 52 1242 72 177 54
internal_value=0 3.33196e-05 0.000439395 0.000279688 5.78048e-05 -0.00119556 0.00035008 5.75696e-05 -0.00014304 0.000470869 -0.000279009 -0.00223925 -0.00024381 0.000248473 0.00173874 -0.000141855 -0.000803981 0.000159397 3.69273e-05 -0.000489759 -0.000579496 0.000786493
internal_weight=0 3681 1116 1065 997 188 809 729 2565 464 2101 137 413 349 125 1964 615 1349 1297 558 224 103
internal_count=3728 3681 1116 1065 997 188 809 729 2565 464 2101 137 413 349 125 1964 615 1349 1297 558 224 103
is_linear=0
shrinkage=0.0995203


Tree=2811
num_leaves=22
num_cat=0
split_feature=30 10 3 9 5 6 17 0 3 17 6 6 6 3 9 6 0 6 17 1 1
split_gain=0.0299639 0.0244796 0.0253235 0.0533517 0.0712041 0.0603515 0.0907115 0.118387 0.110045 0.0902279 0.0380673 0.0692202 0.0835908 0.0603543 0.0963232 0.0523171 0.20391 0.044602 0.123661 0.0380536 0.0351233
threshold=-1.0000000180025095e-35 0.093790000000000026 0.087445000000000023 0.087825000000000028 -0.084089999999999984 0.089165000000000022 0.043850000000000007 -0.086304999999999993 0.086895000000000014 -0.041415 0.092980000000000021 0.098855000000000012 0.10384500000000003 0.091975000000000015 0.09586500000000002 0.090195000000000011 -0.079954999999999984 0.086520000000000027 -0.022884999999999999 -0.07002499999999999 -0.012865
decision_type=2 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 8 -8 -2 -7 15 13 -13 -12 -15 17 -17 20 -19 -14 -4
right_child=1 -3 10 4 -6 9 7 -9 -10 -11 11 12 19 14 -16 16 -18 18 -20 -21 -22
leaf_value=0.0025860887695635607 3.6960138832316051e-05 -0.0018691234491498869 -0.00094163292908003109 0.00015245362349003105 0.0050435761284871499 -0.00056060472750587068 -0.00018795687797272062 -0.0064777074426508128 0.004976565511667694 0.005159296276983227 0.0049702688882755077 -0.0034060828542007478 -0.00080971274262164308 -0.0020076966354322873 0.0041417972607868062 0.00069049021212640659 -0.0074881876637664484 0.00554676977325908 -0.0012476275984046722 0.0012667851675709537 1.2990715632435649e-05
leaf_weight=46 649 66 568 63 56 52 81 47 48 57 57 63 137 53 48 84 47 48 59 240 1159
leaf_count=46 649 66 568 63 56 52 81 47 48 57 57 63 137 53 48 84 47 48 59 240 1159
internal_value=0 2.9852e-05 6.4739e-05 0.000475762 0.00246104 0.000221944 -6.78739e-05 -0.00250387 0.000378309 0.00242303 -0.000103809 0.00059097 -4.88308e-05 0.00237787 0.00090673 -0.000315665 -0.0022376 -0.000177938 0.00179268 0.000510024 -0.000300505
internal_weight=0 3682 3616 1053 119 934 825 128 697 109 2563 598 440 158 101 1965 131 1834 107 377 1727
internal_count=3728 3682 3616 1053 119 934 825 128 697 109 2563 598 440 158 101 1965 131 1834 107 377 1727
is_linear=0
shrinkage=0.0995203


Tree=2812
num_leaves=10
num_cat=0
split_feature=11 11 4 4 0 4 4 3 4
split_gain=0.0219386 0.0385279 0.0364733 0.0413445 0.0470555 0.0301071 0.0763701 0.0241318 0.0222816
threshold=-0.40069499999999997 -0.11166 0.14646500000000004 0.13279000000000005 -0.095114999999999991 0.12028000000000003 0.11706000000000001 0.12992500000000004 0.11355500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 8 -7 -3
right_child=1 2 -4 4 -6 7 -8 -9 -10
leaf_value=-0.0021689869985440863 0.0022744619666290968 -4.5828841690169021e-05 -0.0025046506653061142 0.0042246132422806065 0.00014174245021696363 -0.0033232204543122497 0.0039192323536623441 -0.0001630241955818039 -0.002103443614396142
leaf_weight=47 72 3271 59 48 68 50 48 47 53
leaf_count=47 72 3271 59 48 68 50 48 47 53
internal_value=0 -5.02738e-06 -5.02914e-05 -9.67046e-06 0.00183826 -7.16996e-05 -2.17276e-05 -0.00180043 -7.88831e-05
internal_weight=0 3716 3644 3585 116 3469 3372 97 3324
internal_count=3763 3716 3644 3585 116 3469 3372 97 3324
is_linear=0
shrinkage=0.0995203


Tree=2813
num_leaves=17
num_cat=0
split_feature=18 18 18 18 18 9 3 2 18 5 5 18 1 18 2 2
split_gain=0.0200759 0.09614 0.0658132 0.056761 0.0501742 0.0837016 0.0449097 0.0749172 0.0623658 0.101479 0.0844868 0.0353094 0.0831352 0.0271662 0.021478 0.0457386
threshold=-0.023444999999999997 -0.029094999999999999 -0.016464999999999997 -0.037059999999999989 -0.011569999999999999 0.085405000000000023 0.11816500000000002 -0.07360499999999999 -0.048605000000000002 -0.039649999999999998 -0.02504 -0.0086449999999999982 -0.084759999999999988 -0.0042299999999999994 0.42136500000000005 0.14153500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 5 -4 8 -8 9 -1 -11 12 -6 -13 15 -15
right_child=2 -3 4 -5 11 -7 7 -9 -10 10 -12 13 -14 14 -16 -17
leaf_value=-0.0035169500142816349 -0.0029605901508299166 0.0046927682134975997 0.0041270866175618067 -0.003078007938663369 0.00062006167917879186 -0.0012417847264966063 -0.0040274815195298162 0.00048223197286490041 0.0038922410586500339 0.0046142738268588187 0.00033802774274993894 0.0015819659244492913 -0.0051504526599165275 -0.00028902755148091695 -0.0019988567448736027 0.0015051877177954559
leaf_weight=65 83 47 69 53 53 49 62 88 50 48 1003 88 46 1742 64 153
leaf_count=65 83 47 69 53 53 49 62 88 50 48 1003 88 46 1742 64 153
internal_value=0 0.000266606 -0.000207828 0.000114051 -0.000106548 0.0018907 0.000243228 -0.00137633 0.000452278 0.000297424 0.000534106 -0.00021675 -0.00205292 -0.000127546 -0.000204757 -0.000143733
internal_weight=0 1416 2347 1369 2264 118 1316 150 1166 1116 1051 2146 99 2047 1959 1895
internal_count=3763 1416 2347 1369 2264 118 1316 150 1166 1116 1051 2146 99 2047 1959 1895
is_linear=0
shrinkage=0.0995203


Tree=2814
num_leaves=19
num_cat=0
split_feature=28 18 3 3 1 1 26 20 6 18 27 36 0 9 27 2 9 8
split_gain=0.0193903 0.0194685 0.0674202 0.0526965 0.0443867 0.0989233 0.0781452 0.0561252 0.0628377 0.035452 0.0241197 0.0342375 0.0777456 0.0341319 0.0333799 0.0416543 0.0450331 0.0272612
threshold=0.10337500000000002 0.10361000000000002 0.086775000000000033 0.089735000000000023 -0.049499999999999995 -0.076329999999999995 0.10144500000000002 -0.080869999999999984 -0.078305 0.099430000000000032 0.076710000000000014 0.088655000000000025 0.12512500000000001 0.10591500000000002 0.085775000000000032 -0.026175 -0.081559999999999994 -0.094139999999999988
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 5 6 -5 -6 -9 10 11 12 13 -1 -12 17 -17 -16
right_child=-2 2 3 4 7 -7 -8 8 -10 -11 14 -13 -14 -15 15 16 -18 -19
leaf_value=8.6888792747318161e-05 -0.002056891784306669 -0.0035663777547098098 0.0028420402939237613 -0.0023811384520300797 0.003430369294691702 -0.0045793432537849683 0.0024076391786604727 -0.0020701629418760476 0.0023175801800648641 0.0026675858208534964 0.0026782911482740182 0.0026439691565899141 -0.0036366768790104644 -0.0012428265818146529 0.00022255670332539437 0.00081030945959742744 -0.002688339811999012 0.0032651519108927306
leaf_weight=2501 46 65 52 67 50 70 68 88 51 52 76 46 60 207 61 78 68 57
leaf_count=2501 46 65 52 67 50 70 68 88 51 52 76 46 60 207 61 78 68 57
internal_value=0 -7.932e-07 -0.000571507 -0.000133199 -0.000527948 -0.00154327 2.49227e-05 0.000568999 -0.000454382 8.99167e-05 4.71591e-05 -4.82288e-05 -9.32648e-05 -1.44526e-05 0.000839042 0.00030646 -0.000813592 0.00169922
internal_weight=0 3717 511 446 394 205 135 189 139 3206 3154 2814 2768 2708 340 264 146 118
internal_count=3763 3717 511 446 394 205 135 189 139 3206 3154 2814 2768 2708 340 264 146 118
is_linear=0
shrinkage=0.0995203


Tree=2815
num_leaves=14
num_cat=0
split_feature=11 11 12 2 1 2 1 9 2 9 5 1 1
split_gain=0.0173059 0.0285636 0.0305547 0.0138617 0.0428641 0.105951 0.0940962 0.0551258 0.041353 0.0645233 0.0344126 0.0219082 0.0325537
threshold=-0.40069499999999997 -0.11166 -0.082629999999999995 -0.08569499999999998 -0.0084199999999999987 -0.086414999999999992 -0.000195 0.08401500000000002 -0.084804999999999992 0.084755000000000011 -0.46834999999999999 -0.50597999999999999 -0.37983499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -6 -4 9 -5 -8 -10 -13
right_child=1 2 3 8 6 -7 10 -9 11 -11 -12 12 -14
leaf_value=-0.0019211710729847029 0.0019634663138378564 -0.0025869403093667039 -0.001259422915353556 0.00040818983779504535 -0.0047034802059986846 0.0039383747385448682 -0.0016997021746842915 0.00079062133241700791 -0.0016168438220482634 -0.0046850728254104268 0.0012973894244305611 0.0022058109922617362 -5.1477408682703329e-05
leaf_weight=47 72 46 177 49 50 87 59 487 85 49 106 65 2384
leaf_count=47 72 46 177 49 50 87 59 487 85 49 106 65 2384
internal_value=0 3.25495e-07 -3.82386e-05 -5.42621e-06 0.000316772 0.000672108 -0.00092062 0.000242916 -0.000123991 -0.00213009 0.000220741 -4.60837e-05 8.10006e-06
internal_weight=0 3716 3644 3598 966 751 215 664 2632 98 165 2534 2449
internal_count=3763 3716 3644 3598 966 751 215 664 2632 98 165 2534 2449
is_linear=0
shrinkage=0.0995203


Tree=2816
num_leaves=9
num_cat=0
split_feature=7 27 1 0 0 5 5 29
split_gain=0.0537069 0.0463796 0.0283476 0.0260702 0.0282602 0.0239201 0.0682186 0.0291402
threshold=-0.10984999999999999 0.11470500000000003 0.55657000000000012 -0.23998999999999998 -0.225295 0.066815000000000027 0.10942500000000002 0.075910000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 -6
right_child=1 -3 -4 4 5 6 -8 -9
leaf_value=-0.0028270053479679796 0.0021791817358221429 0.002719714080287611 -0.0021460463251305783 -0.0019264498242196274 0.00017826470826579413 -0.0037934088113725679 -0.00024182333712837213 -0.0017616869350200617
leaf_weight=69 52 60 64 79 2562 58 712 79
leaf_count=69 52 60 64 79 2562 58 712 79
internal_value=0 -2.41435e-05 -7.00254e-05 -3.22829e-05 -6.54677e-05 -2.21266e-05 -0.000510409 0.000119925
internal_weight=0 3666 3606 3542 3490 3411 770 2641
internal_count=3735 3666 3606 3542 3490 3411 770 2641
is_linear=0
shrinkage=0.0995203


Tree=2817
num_leaves=10
num_cat=0
split_feature=2 22 36 9 20 9 29 6 20
split_gain=0.0747156 0.0345157 0.0324197 0.0396773 0.0332032 0.0414517 0.0823901 0.0340331 0.0782827
threshold=0.42136500000000005 0.13240000000000005 0.090760000000000021 0.13087500000000005 -0.0033999999999999998 0.11296000000000002 0.0050600000000000011 -0.14723999999999998 -0.009049999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 -1 -9
right_child=-2 -3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.0018150231266542409 -0.0031365707847464887 0.0026470736559720564 -0.0023939172654082429 0.0020614463499560006 -0.00034120628862731247 -0.0025377442224035168 0.0034044016846657824 0.00024481194794643299 0.0036855969363340864
leaf_weight=71 77 48 57 90 1873 80 60 1310 69
leaf_count=71 77 48 57 90 1873 80 60 1310 69
internal_value=0 -3.80473e-06 -3.92787e-05 -1.27328e-06 -5.51178e-05 -0.000316858 -0.00022452 0.000307685 0.00041757
internal_weight=0 3658 3610 3553 3463 2013 1933 1450 1379
internal_count=3735 3658 3610 3553 3463 2013 1933 1450 1379
is_linear=0
shrinkage=0.0995203


Tree=2818
num_leaves=21
num_cat=0
split_feature=2 21 21 26 26 4 1 1 2 26 26 17 3 6 20 26 17 4 26 3
split_gain=0.060585 0.0351897 0.0989863 0.0391201 0.0843514 0.0649989 0.0686154 0.151773 0.0800625 0.0360194 0.0561613 0.0540398 0.0347125 0.116359 0.105314 0.141691 0.0394579 0.042662 0.0316088 0.0286398
threshold=0.42136500000000005 -0.0050399999999999993 -0.015149999999999999 0.090455000000000021 0.091275000000000023 0.08544000000000003 -0.083284999999999984 -0.080689999999999998 -0.082025000000000001 0.089625000000000024 0.08919500000000001 -0.021090000000000001 0.098000000000000018 -0.0048649999999999995 -0.0093149999999999986 0.08425500000000001 0.16128500000000004 0.10172500000000002 0.088685000000000028 0.083725000000000022
decision_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 9 -5 6 8 -8 -6 10 18 -11 13 14 15 -1 17 -14 19 -3
right_child=-2 3 -4 4 5 -7 7 -9 -10 11 -12 -13 16 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0033512207293220899 -0.0028244184194375697 0.00066195749672875569 0.0050737916841296733 0.0033827395727920409 -0.0037329465754932607 0.0031442766882093542 0.0047031062334328142 -0.0001762220964207041 0.00079614380921294949 8.4766382273017597e-05 0.0031595893455154261 -0.0045265073340786553 0.0047405026996942858 -0.0045159574774772575 0.004708241903460344 0.0023434140472678704 -0.00082402701862108803 0.00084693586102347371 -0.0024049377493680045 -0.00043586379192020903
leaf_weight=87 77 274 48 85 99 65 70 642 63 50 46 50 48 54 49 86 52 68 72 1650
leaf_count=87 77 274 48 85 99 65 70 642 63 50 46 50 48 54 49 86 52 68 72 1650
internal_value=0 -3.38152e-06 0.000779404 -0.000125286 0.000380281 0.000107621 -0.00011728 0.000302338 -0.00196658 -0.000367358 -0.000276589 -0.00221269 0.000313302 -0.000370876 0.0006337 -0.00051563 0.00144218 0.00246513 -0.00035619 -0.000279096
internal_weight=0 3658 492 3166 1024 939 874 712 162 2142 2042 100 444 276 222 173 168 116 1996 1924
internal_count=3735 3658 492 3166 1024 939 874 712 162 2142 2042 100 444 276 222 173 168 116 1996 1924
is_linear=0
shrinkage=0.0995203


Tree=2819
num_leaves=17
num_cat=0
split_feature=7 22 21 21 21 20 20 8 26 21 8 17 27 8 11 27
split_gain=0.0402385 0.032916 0.0350393 0.0842799 0.0759001 0.0936875 0.0409434 0.0909401 0.0577757 0.0547621 0.0350223 0.0361678 0.065171 0.0629443 0.0358148 0.0364475
threshold=-0.10984999999999999 0.13264000000000004 0.10940500000000002 0.11347500000000002 0.10403500000000003 -0.063689999999999983 -0.081030000000000005 -0.063559999999999992 0.094935000000000033 0.13589500000000002 -0.089779999999999985 -0.0090649999999999984 0.085775000000000032 -0.092545000000000002 -0.085879999999999998 0.093000000000000013
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 -5 8 -8 -9 11 12 -2 -13 -12 -16
right_child=1 -3 3 6 5 -7 7 9 -10 -11 14 13 -14 -15 15 -17
leaf_value=-0.0024365725168270288 0.00095946156578898022 0.0026059814084114863 -0.0045104443950274688 0.0015326708336696707 0.0053876714495800651 -0.00033235000313376568 -0.00073288154492745137 -0.0047900041365131147 0.0037189080160021713 -0.00056916986972455129 0.002435240097788251 -0.00065880702672973515 -0.0029812156865878289 -0.0038345945585569851 0.00014952669911767478 -0.0022577983266037559
leaf_weight=69 224 47 56 86 58 55 77 68 46 56 66 337 51 76 2299 64
leaf_count=69 224 47 56 86 58 55 77 68 46 56 66 337 51 76 2299 64
internal_value=0 -1.04867e-05 -4.4693e-05 -0.000937146 6.25348e-05 0.00259635 -0.000333772 -0.000986942 0.000925361 -0.00289042 -2.90604e-05 -0.000656088 0.000225668 -0.0012452 0.000148204 8.39797e-05
internal_weight=0 3666 3619 389 3230 113 333 247 123 124 3117 688 275 413 2429 2363
internal_count=3735 3666 3619 389 3230 113 333 247 123 124 3117 688 275 413 2429 2363
is_linear=0
shrinkage=0.0995203


Tree=2820
num_leaves=26
num_cat=0
split_feature=17 17 3 17 17 17 17 17 3 9 3 26 5 4 3 5 5 0 5 18 3 0 0 8 3
split_gain=0.0302833 0.0675492 0.0482946 0.237797 0.101332 0.0672355 0.0556052 0.0510152 0.056779 0.0928814 0.0847126 0.0489457 0.0411791 0.0777378 0.122407 0.0631868 0.150414 0.121935 0.0869905 0.0989906 0.0752657 0.0455891 0.0262461 0.0606335 0.0334399
threshold=-0.011809999999999999 -0.0096999999999999986 0.086335000000000023 -0.019465 -0.020405 -0.036600000000000001 -0.24445500000000001 -0.043894999999999997 0.08785500000000003 0.085945000000000021 0.088385000000000033 0.087525000000000019 -0.0047599999999999995 0.082335000000000019 0.099145000000000025 -0.014739999999999998 -0.020485 -0.083995 -0.025879999999999997 -0.078409999999999994 0.085730000000000015 -0.077314999999999981 -0.081909999999999997 -0.083504999999999982 -0.0091599999999999997
decision_type=2 2 2 2 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 7 -1 8 9 -4 -10 22 15 14 21 16 18 20 19 -3 -17 -14 23 -8 -24
right_child=1 12 4 -5 -6 -7 11 -9 10 -11 -12 -13 13 -15 -16 17 -18 -19 -20 -21 -22 -23 24 -25 -26
leaf_value=0.0034654441347206928 -0.0039688337232986247 -0.0047415976517107238 -0.0048977951068088074 0.0072425833834826193 -0.0037386352064529352 0.0028988052535283567 0.00094716824892873436 -0.0031429723160704276 0.0042285429405868186 0.00052162938387688884 0.00010713916348095447 -0.003239284691063494 -0.0002959044968000766 -0.0049292026779747854 -0.0044078184333521172 0.0012547041001829918 -0.0047489017624526278 -0.0018268660163344639 0.0040645012362196982 -4.5848409022208327e-05 0.0069426757397168118 0.0035161389440742136 -0.00042165428286781238 -0.0029962513990229893 0.0029883834445922149
leaf_weight=46 50 46 57 55 71 81 102 51 52 69 998 46 84 51 57 47 71 55 49 1345 46 49 52 62 62
leaf_count=46 50 46 57 55 71 81 102 51 52 69 998 46 84 51 57 47 71 55 49 1345 46 49 52 62 62
internal_value=0 -0.00035694 0.000208679 0.00113634 -7.66259e-05 0.000121527 0.000226438 -6.11469e-05 7.18077e-05 -0.00192352 0.000312027 -0.000230895 -0.000261459 -0.00147726 -0.000546373 -8.43487e-05 -0.000277042 0.00187741 -5.59855e-05 -0.000201724 0.00407691 0.00110238 0.000263952 -0.000538646 0.00142575
internal_weight=0 1950 1804 425 1379 1308 370 1227 1176 126 1050 324 1900 241 190 1659 1511 148 1440 1391 93 133 278 164 114
internal_count=3754 1950 1804 425 1379 1308 370 1227 1176 126 1050 324 1900 241 190 1659 1511 148 1440 1391 93 133 278 164 114
is_linear=0
shrinkage=0.0995203


Tree=2821
num_leaves=15
num_cat=0
split_feature=17 1 17 17 3 3 1 21 7 11 26 27 26 3
split_gain=0.025193 0.050229 0.118571 0.114108 0.0415563 0.0943747 0.0555437 0.0283543 0.0285965 0.0433691 0.0449151 0.0421305 0.0330616 0.030375
threshold=0.26760500000000004 -0.050379999999999994 0.40827500000000011 0.51326500000000019 0.092200000000000018 0.095630000000000021 -0.00050999999999999993 0.15665000000000004 0.085015000000000021 0.083750000000000033 -0.2382 0.10206500000000003 0.0054200000000000012 0.10726500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 -3 -6 -7 8 9 10 -1 13 -13 -12
right_child=1 4 3 -5 5 6 -8 -9 -10 -11 11 12 -14 -15
leaf_value=0.0026245084258002291 -0.0061375591104089874 -0.0022401235635633779 0.002275178576219714 -0.0039160524446376545 0.0046237113573628918 -0.0028533909935928451 0.0011197818646612851 -0.0020268680476906017 -0.0018255608709926642 0.0029819743708405103 -0.00010752862564810351 -0.0037858432757918825 -8.7605935097313667e-05 0.00064542619416117092
leaf_weight=66 51 58 68 52 48 58 87 66 78 51 2283 51 46 691
leaf_count=66 51 58 68 52 48 58 87 66 78 51 2283 51 46 691
internal_value=0 -0.000800955 -0.0021166 -0.000400867 9.20985e-05 0.000797215 -0.000463842 1.50267e-05 5.65404e-05 0.000102846 5.57775e-05 3.0535e-07 -0.00204048 6.71429e-05
internal_weight=0 422 171 120 251 193 145 3332 3266 3188 3137 3071 97 2974
internal_count=3754 422 171 120 251 193 145 3332 3266 3188 3137 3071 97 2974
is_linear=0
shrinkage=0.0995203


Tree=2822
num_leaves=30
num_cat=0
split_feature=17 3 3 8 17 5 5 5 17 5 5 26 9 3 3 0 0 3 26 9 3 0 0 9 0 9 5 17 27
split_gain=0.0227817 0.0570547 0.199117 0.198171 0.0710082 0.0652803 0.126744 0.153368 0.0738491 0.0612394 0.0471546 0.117333 0.0485089 0.040066 0.201435 0.0335594 0.177208 0.120501 0.0600962 0.127646 0.0901782 0.0563046 0.0559828 0.0487069 0.109999 0.0930234 0.0277865 0.0274297 0.0200372
threshold=-0.011809999999999999 0.084795000000000023 0.083725000000000022 -0.086404999999999996 -0.0090649999999999984 -0.0073899999999999999 -0.012464999999999999 -0.017704999999999995 -0.000475 -0.14035499999999998 0.012305000000000002 0.096535000000000024 0.086315000000000017 0.084380000000000024 0.083815000000000014 -0.079805000000000001 -0.080674999999999983 0.08920500000000002 0.11575500000000001 0.095415000000000014 0.092200000000000018 -0.081604999999999997 -0.057604999999999996 0.089935000000000029 -0.083275000000000002 0.097680000000000031 0.062500000000000014 -0.085229999999999986 0.076710000000000014
decision_type=2 2 2 2 2 2 2 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 9 -4 -3 6 7 8 -6 28 12 -12 -7 14 26 16 21 -17 20 -20 -19 23 -22 24 -15 -25 27 -1 -2
right_child=1 4 3 -5 5 10 -8 -9 -10 -11 11 -13 -14 15 -16 17 -18 18 19 -21 22 -23 -24 25 -26 -27 -28 -29 -30
leaf_value=0.0019136257667353856 -0.0018711054556543446 0.0036624311787050983 -0.0010706644557899232 -0.0091884859378644108 0.0027116641316340499 -0.0010125305824110319 0.0052235146523188277 -0.0056732732209826874 -0.00010797543011691302 0.0030234416708297997 0.0017311142661820772 -0.004049923991958455 -0.0054045920049481701 -7.3958341736989481e-05 0.0073027325237962418 0.0042997097942991643 -0.0057369060326567731 -0.0033131203297694137 0.0062075411193709901 -0.00059115565234706103 0.0014027079783624763 0.0031639036987412628 -0.00075172095052442273 0.0041952633678765351 -0.0039635108546347891 -0.0014257682592098083 -0.001963289322194796 -0.0010733421979670027 0.00058726149886845224
leaf_weight=77 73 49 67 54 100 48 46 47 1146 62 89 57 53 508 46 74 58 86 46 67 211 51 275 63 84 54 54 50 59
leaf_count=77 73 49 67 54 100 48 46 47 1146 62 89 57 53 508 46 74 58 86 46 67 211 51 275 63 84 54 54 50 59
internal_value=0 -0.000304881 -0.00153143 -0.00470026 -6.80721e-05 -0.000183844 8.98027e-05 -9.22022e-05 0.000117663 0.000440779 -0.00167061 -0.00052026 -0.00332538 0.000185696 0.0014219 7.23205e-06 -0.000434469 0.000484347 7.09812e-05 0.00216921 -0.000342098 -2.87322e-05 0.000181954 -0.000259541 -0.000627237 0.00159394 -6.81525e-05 0.000731208 -0.000766088
internal_weight=0 1950 315 121 1635 1586 1339 1293 1246 194 247 146 101 1804 227 1577 818 759 685 113 572 760 486 709 592 117 181 127 132
internal_count=3754 1950 315 121 1635 1586 1339 1293 1246 194 247 146 101 1804 227 1577 818 759 685 113 572 760 486 709 592 117 181 127 132
is_linear=0
shrinkage=0.0995203


Tree=2823
num_leaves=20
num_cat=0
split_feature=6 17 5 26 3 3 21 1 20 9 26 26 6 3 17 4 21 29 3
split_gain=0.0216044 0.0438132 0.0667352 0.0188604 0.047832 0.121931 0.0627736 0.0745361 0.0579968 0.042274 0.0413543 0.0428301 0.0328559 0.0786237 0.0840997 0.0393507 0.069378 0.0385653 0.0299869
threshold=0.12241500000000002 0.093960000000000016 0.16703000000000004 0.085570000000000021 0.11926500000000002 0.11578500000000001 0.11280000000000003 -0.01257 0.072120000000000017 0.083760000000000015 0.085235000000000019 0.08494500000000002 0.079640000000000016 0.084550000000000028 -0.0092949999999999994 0.084545000000000023 0.10886500000000003 0.0035350000000000004 0.12651000000000004
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 6 8 -8 9 -5 11 12 15 -14 -15 16 -1 -17 -6
right_child=1 -3 -4 4 18 -7 7 -9 -10 -11 -12 -13 13 14 -16 17 -18 -19 -20
leaf_value=0.0013635224054130725 0.0016466497748403575 -0.0034656074048671982 -0.0029764709460205988 0.0018142658113568912 0.0030939634506773426 -0.0045121399878236346 -0.00050210616244006725 0.0051487097939750433 -0.0037316961751802042 -0.00038915462601965827 0.0030451870892714912 -0.0028540858097432092 -0.0033339124626309796 -0.0018898329471842114 0.0036406710608240787 9.7426276086010348e-05 -0.0014489097580605791 -0.002632384786149267 0.00017024089274923003
leaf_weight=577 81 55 50 92 65 68 46 46 49 1356 50 46 82 57 52 749 102 55 76
leaf_count=577 81 55 50 92 65 68 46 46 49 1356 50 46 82 57 52 749 102 55 76
internal_value=0 -0.00110781 -0.000111652 -7.37963e-06 -0.000234623 -0.000384752 -0.000207609 0.0023144 -0.000363149 -0.000248593 0.000222996 0.000140479 0.000223256 -0.00100412 0.000741063 0.000381885 0.000939831 -8.82965e-05 0.00152386
internal_weight=0 186 131 3568 1798 1657 1589 92 1497 1448 1770 1720 1674 191 109 1483 679 804 141
internal_count=3754 186 131 3568 1798 1657 1589 92 1497 1448 1770 1720 1674 191 109 1483 679 804 141
is_linear=0
shrinkage=0.0995203


Tree=2824
num_leaves=17
num_cat=0
split_feature=21 19 1 6 5 21 2 3 2 0 21 6 2 8 5 3
split_gain=0.0415526 0.0724655 0.0534429 0.0371755 0.0463987 0.0375332 0.0585486 0.0637079 0.0502658 0.0418294 0.0745254 0.0456048 0.0381003 0.078167 0.0405344 0.0156886
threshold=-0.084999999999999992 0.095795000000000033 -0.010395 0.15358000000000002 0.62931500000000018 -0.0050399999999999993 -0.086304999999999993 0.089165000000000022 -0.00070500000000000001 -0.18357499999999999 0.084095000000000017 -0.14213999999999999 0.0021050000000000005 -0.092299999999999993 -0.5087799999999999 0.096385000000000012
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 -2 -8 -9 10 -7 -12 14 -14 -11 -4
right_child=3 -3 15 -5 -6 9 7 8 -10 12 11 -13 13 -15 -16 -17
leaf_value=0.0021944034791927703 0.0031355608161219039 -0.0047688738743585915 -0.0030353813363556081 0.001961332807928302 0.002273572070612209 0.0046356102515323142 -0.0032446914124429804 0.0023142062774303535 -0.0015319877997028559 -0.002730898186916666 0.0021155958547228971 -0.0020073287996998177 3.1747093062862036e-05 -0.0029205361273982955 -0.00015400381897705476 -0.00055356804772827342
leaf_weight=51 84 51 49 88 79 47 46 98 51 62 49 58 194 163 2520 54
leaf_count=51 84 51 49 88 79 47 46 98 51 62 49 58 194 163 2520 54
internal_value=0 -0.00151582 -0.000433194 -5.80791e-05 -0.000109811 -0.000165892 0.000938973 -3.05172e-06 0.00099223 -0.00026582 0.0013319 -0.00011161 -0.000349817 -0.00131392 -0.000216198 -0.00174219
internal_weight=0 205 154 3539 3451 3372 279 195 149 3093 154 107 2939 357 2582 103
internal_count=3744 205 154 3539 3451 3372 279 195 149 3093 154 107 2939 357 2582 103
is_linear=0
shrinkage=0.0995203


Tree=2825
num_leaves=24
num_cat=0
split_feature=18 17 26 0 9 0 9 8 26 21 18 18 18 6 6 4 4 4 0 6 4 5 1
split_gain=0.0398756 0.0417494 0.0602525 0.104665 0.0840184 0.112449 0.100313 0.188571 0.0739733 0.0689028 0.0566834 0.0667585 0.0487824 0.0468919 0.0958722 0.0653258 0.0362733 0.128168 0.0632785 0.10976 0.0726957 0.0597527 0.0272757
threshold=-0.47082499999999999 1.0000000180025095e-35 0.092385000000000023 -0.06340999999999998 0.092605000000000021 -0.08076499999999999 0.11351500000000002 -0.049499999999999995 0.11127500000000003 -0.096850000000000006 -0.089234999999999995 -0.082304999999999989 -0.074709999999999985 -0.091059999999999988 -0.097850000000000006 0.077235000000000012 0.090860000000000024 0.086380000000000026 -0.105055 -0.045589999999999999 0.13699000000000003 -0.091229999999999992 -0.082489999999999994
decision_type=2 2 2 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 22 7 -6 -5 -2 -3 -12 -13 14 -14 -15 17 21 19 -18 -20 -11 -4
right_child=1 10 3 8 6 -7 -8 -9 -10 16 11 12 13 15 -16 -17 18 -19 20 -21 -22 -23 -24
leaf_value=0.0026384655931755989 -0.0035527349590553409 0.0031011042648171872 -6.7195772797661363e-05 -0.0015193373513984947 -0.0017830314322303533 -0.0071398477522433704 -0.0046823902145364891 0.005736778192655609 0.0031214101654783509 0.0017317015618851807 -0.0033199752949129922 0.0032755377558696067 0.00038866988548268567 0.00013881439068996873 0.0054200389381601202 -0.0026815155591370654 0.00061763881999524802 -0.0045409456931379127 0.00054548178279138554 0.0056540173765854563 -0.0027473119906347124 -0.00035730610541562452 -0.0033048451153008273
leaf_weight=51 57 69 48 62 117 64 52 46 75 154 52 53 188 646 47 93 166 68 303 58 85 1133 57
leaf_count=51 57 69 48 62 117 64 52 46 75 154 52 53 188 646 47 93 166 68 303 58 85 1133 57
internal_value=0 -0.000162746 -0.000387632 -0.00134224 -0.00218546 -0.00384727 -0.000875382 0.000334102 0.00101524 -0.0001415 0.00033509 0.00015745 0.000334319 0.000173433 0.00139843 -0.000215005 -4.2233e-05 -0.000329838 0.000593201 0.00192536 -0.000173768 -0.000106703 -0.00183257
internal_weight=0 3693 2545 521 384 169 215 163 137 2024 1148 1079 1027 974 235 739 1967 1355 612 224 388 1287 105
internal_count=3744 3693 2545 521 384 169 215 163 137 2024 1148 1079 1027 974 235 739 1967 1355 612 224 388 1287 105
is_linear=0
shrinkage=0.0995203


Tree=2826
num_leaves=25
num_cat=0
split_feature=18 17 5 3 3 9 0 17 5 17 17 17 18 21 26 26 5 3 1 5 5 17 17 9
split_gain=0.0323355 0.0339957 0.0625358 0.117467 0.214118 0.107997 0.0942385 0.0939727 0.0577504 0.0551934 0.068545 0.0713265 0.249946 0.0547528 0.0602512 0.0482053 0.04667 0.149122 0.182161 0.101595 0.0462413 0.0857758 0.0428261 0.0403921
threshold=-0.47082499999999999 -0.0017249999999999998 -0.040404999999999996 0.094045000000000031 0.089735000000000023 0.085610000000000019 -0.077314999999999981 0.11012500000000003 0.054660000000000007 -0.0050499999999999998 -0.0082649999999999998 -0.011809999999999999 -0.018864999999999996 -0.084999999999999992 0.092385000000000023 0.086645000000000014 -0.080724999999999991 0.094525000000000012 -0.050379999999999994 -0.090164999999999995 -0.11065499999999999 0.07134500000000002 0.060860000000000011 -0.093949999999999992
decision_type=2 2 2 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 16 4 5 7 -5 -4 -8 10 11 13 -13 -2 -15 -12 19 18 -18 20 23 -22 -19 -3
right_child=1 2 3 6 -6 -7 8 -9 -10 -11 15 12 -14 14 -16 -17 17 22 -20 -21 21 -23 -24 -25
leaf_value=0.0023758851118735693 -0.0027548096509816176 0.0018254291927150134 0.0053903691194282866 -0.0041014772712049058 0.0068957079040165691 -0.002723901526050742 0.002512788947057005 -0.00020066973519418236 -0.0015227499188160752 -0.0028422907499875091 0.0046220982997909653 -0.0080761842064818266 0.0010753443117371214 0.00017507537216046901 -0.0012541219998055103 4.7743696991218986e-05 -0.0079725465528255133 -0.0011467995922943828 -2.6805150475647694e-07 0.0035515763587725957 -0.0051837840982834052 0.00041706713840715458 0.0023117309742480092 -0.00021013989980475667
leaf_weight=51 84 114 56 56 79 61 79 63 63 89 46 51 70 1284 378 46 58 64 56 79 49 60 79 629
leaf_count=51 84 114 56 56 79 61 79 63 63 89 46 51 70 1284 378 46 58 64 56 79 49 60 79 629
internal_value=0 -0.00014655 0.00019002 0.0011796 0.0025753 0.000674574 -0.000641948 0.00242353 0.000716609 -0.00041729 -0.000306701 -0.000437749 -0.00277515 -0.000275295 -0.000149484 0.00234382 -0.000189964 -0.00137747 -0.00406352 0.000136965 -0.000178688 -0.00209324 0.000758133 0.00010108
internal_weight=0 3693 1645 457 259 180 198 119 142 2048 1959 1867 121 1746 1662 92 1188 257 114 931 852 109 143 743
internal_count=3744 3693 1645 457 259 180 198 119 142 2048 1959 1867 121 1746 1662 92 1188 257 114 931 852 109 143 743
is_linear=0
shrinkage=0.0995203


Tree=2827
num_leaves=15
num_cat=0
split_feature=6 20 18 5 3 3 5 0 6 5 1 26 38 3
split_gain=0.0276386 0.0376124 0.0373621 0.0331497 0.0658308 0.107484 0.068153 0.0594512 0.0547602 0.101911 0.0568956 0.114567 0.0376039 0.016009
threshold=0.23663500000000004 -0.23803499999999997 -0.47082499999999999 0.054660000000000007 0.11926500000000002 0.11387500000000002 0.065520000000000023 -0.052884999999999995 0.10384500000000003 -0.040404999999999996 -0.091829999999999995 0.08919500000000001 -0.076799999999999993 0.14058000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 6 -5 -6 10 -10 11 -4 -12 -9
right_child=-2 2 3 4 7 -7 -8 13 9 -11 12 -13 -14 -15
leaf_value=0.0025875597162876643 -0.0024493854390254147 0.002649709592189799 0.0026781692716848441 -0.0034095743381503969 0.0037865476740016075 -0.0052562851879038612 -0.0003264418398236876 -0.0016551490819847463 -0.00083735312218361749 0.0040962205489357981 0.0022691381431991743 -0.002781587340185035 -0.00029500573009579175 0.00090123771675754279
leaf_weight=52 49 48 169 82 55 57 537 46 78 88 58 49 2325 51
leaf_count=52 49 48 169 82 55 57 537 46 78 88 58 49 2325 51
internal_value=0 -6.94614e-05 -0.000107612 -0.000144655 -0.000697132 -0.00111854 -0.000736192 0.00117162 2.03722e-05 0.0017731 -9.11752e-05 0.00144722 -0.000232253 -0.00030263
internal_weight=0 3695 3643 3595 828 676 619 152 2767 166 2601 218 2383 97
internal_count=3744 3695 3643 3595 828 676 619 152 2767 166 2601 218 2383 97
is_linear=0
shrinkage=0.0995203


Tree=2828
num_leaves=17
num_cat=0
split_feature=11 21 18 18 26 6 18 26 4 4 4 17 3 17 17 17
split_gain=0.0246895 0.025619 0.0234487 0.0787624 0.218223 0.0543288 0.0479259 0.0708103 0.0400778 0.083798 0.0765794 0.0362695 0.0728961 0.0425008 0.0396699 0.0165594
threshold=-0.40069499999999997 0.20153000000000004 -0.011569999999999999 -0.022504999999999997 0.089150000000000021 0.087235000000000021 -0.0086449999999999982 0.087675000000000017 0.10739000000000003 0.094475000000000017 0.085990000000000025 -0.15122999999999998 0.097255000000000022 -0.093784999999999993 -0.042709999999999991 -0.55754499999999996
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 -5 7 -4 9 10 -2 12 -8 -13 -15 -11
right_child=1 -3 6 4 -6 -7 11 -9 -10 15 -12 13 -14 14 -16 -17
leaf_value=-0.0020968453456003538 0.000153849663019072 0.0025071910912243434 -0.0049641727896899213 -0.0013177616738410814 0.007597795189615961 0.0028976120521990991 0.0037041298367461364 0.00040239632945239545 0.0025087755908786251 -0.0013901411613616251 0.0041312287698446531 -0.0022264995977052285 -0.000435031512786525 0.0012147596696945285 -0.00014394019308593657 -0.0040687225060276073
leaf_weight=46 1186 48 47 85 56 47 78 50 72 46 50 85 91 249 1463 48
leaf_count=46 1186 48 47 85 56 47 78 50 72 46 50 85 91 249 1463 48
internal_value=0 0.000221564 0.000191307 0.000478546 0.00239178 0.000176966 -2.96772e-05 -0.00218946 0.000221408 9.69649e-05 0.000315409 7.64676e-05 0.00147051 -5.41802e-05 5.31963e-05 -0.00276664
internal_weight=0 3701 3653 1590 188 132 2063 97 1402 1330 1236 1966 169 1797 1712 94
internal_count=3747 3701 3653 1590 188 132 2063 97 1402 1330 1236 1966 169 1797 1712 94
is_linear=0
shrinkage=0.0995203


Tree=2829
num_leaves=19
num_cat=0
split_feature=1 1 20 20 20 5 1 6 2 1 20 20 0 0 5 18 5 3
split_gain=0.018793 0.067406 0.0509621 0.0854983 0.0889693 0.0656272 0.0491188 0.0438207 0.0832343 0.0495098 0.0382948 0.0417682 0.024336 0.0981719 0.0490935 0.0707834 0.0420909 0.0207985
threshold=-0.018369999999999997 -0.01538 -0.095634999999999998 -0.088694999999999982 -0.085594999999999991 -0.06241 -0.022844999999999997 -0.074054999999999996 -0.082904999999999993 -0.029404999999999997 -0.084474999999999995 -0.083330000000000001 -0.086304999999999993 -0.085605000000000001 -0.0091849999999999987 -0.015440000000000001 -0.077634999999999996 0.11025500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 5 -4 -5 17 7 8 -1 12 -6 -12 14 -14 15 -9 -15 -3
right_child=1 2 3 4 10 -7 -8 9 -10 -11 11 -13 13 16 -16 -17 -18 -19
leaf_value=-0.00075820381189338818 -0.0037421818989569508 0.0014018083590270718 -0.0041135811777245892 0.0042527525978227742 -0.0029115934641999819 0.0039505901048063835 0.0032375053380582475 -0.0031239544077129909 0.0045442375285004478 -0.0030110919628062757 0.0028014339791480984 -0.00015710762743793001 -0.0040001836997806779 0.0016786524022386173 0.0030308751414482287 0.0011496257476109964 3.9040563708197958e-05 -0.0013614872406694854
leaf_weight=53 48 56 52 47 48 72 58 48 65 47 49 1325 56 178 89 191 1213 52
leaf_count=53 48 56 52 47 48 72 58 48 65 47 49 1325 56 178 89 191 1213 52
internal_value=0 -6.41275e-05 3.91812e-05 -0.000147719 -6.77715e-06 0.00162304 0.000382275 0.000296491 0.0021557 0.000175632 -0.000148139 -5.10033e-05 0.000260474 8.44132e-05 0.00103468 0.000287908 0.000249443 6.37528e-05
internal_weight=0 1749 1701 1521 1469 180 1998 1940 118 1822 1422 1374 1775 1447 328 239 1391 108
internal_count=3747 1749 1701 1521 1469 180 1998 1940 118 1822 1422 1374 1775 1447 328 239 1391 108
is_linear=0
shrinkage=0.0995203


Tree=2830
num_leaves=18
num_cat=0
split_feature=19 19 17 17 19 17 17 21 21 19 0 5 20 21 29 3 2
split_gain=0.0178354 0.0272144 0.0335082 0.040139 0.0511566 0.0735893 0.0669002 0.0282363 0.195623 0.0446312 0.043803 0.111493 0.0670791 0.0407019 0.0305889 0.0374317 0.0473174
threshold=0.13612500000000002 0.096755000000000022 -0.15802999999999998 0.51362000000000008 0.10583000000000002 -0.0077549999999999997 0.39033000000000012 0.10403500000000003 0.10817500000000002 -0.050215000000000003 -0.065939999999999985 0.40898000000000007 -0.073489999999999986 0.10168500000000003 0.10207000000000002 0.15108000000000005 0.13896000000000006
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 -4 -6 -7 13 -9 -10 11 -11 -12 14 15 16 -1
right_child=-2 2 3 -5 5 6 -8 8 9 10 12 -13 -14 -15 -16 -17 -18
leaf_value=0.00015671788590435206 0.0015910258047705287 -0.0029694906728499285 -0.0026313734831720195 -0.0029126463591386009 0.0044522787828201633 -0.0022428299635665547 0.0025242644012592702 0.0062309561099664216 -0.0026202316699060614 0.00013493205980843827 -0.0038332305900886593 0.0054048933541841222 0.0012909870214647273 -0.0026652411247281155 -0.0023728053305798504 -0.001869119463225435 0.0020892709067307988
leaf_weight=2587 84 56 46 47 47 68 51 60 51 182 49 51 52 52 47 85 132
leaf_count=2587 84 56 46 47 47 68 51 60 51 182 49 51 52 52 47 85 132
internal_value=0 0.00012328 -0.000760526 -0.000279751 0.000300096 0.00111736 -0.00019291 0.000206678 0.000945067 0.000119165 0.000539907 0.00129196 -0.00118691 9.32091e-05 0.000143808 0.000186283 0.000250839
internal_weight=0 3663 315 259 212 166 119 3348 445 385 334 233 101 2903 2851 2804 2719
internal_count=3747 3663 315 259 212 166 119 3348 445 385 334 233 101 2903 2851 2804 2719
is_linear=0
shrinkage=0.0995203


Tree=2831
num_leaves=21
num_cat=0
split_feature=19 26 9 9 1 26 17 20 6 20 1 17 8 20 26 1 26 26 8 6
split_gain=0.0204823 0.0171747 0.0729269 0.171109 0.0993987 0.063624 0.036713 0.0304536 0.0400996 0.0610323 0.053346 0.0266651 0.0502048 0.0704623 0.044349 0.142609 0.0875797 0.0304948 0.115881 0.0346371
threshold=-0.10411999999999999 0.088475000000000012 0.086070000000000021 0.084055000000000032 -0.085184999999999997 0.088165000000000021 0.51392000000000015 0.059705000000000015 -0.069354999999999986 -0.077649999999999983 -0.007069999999999999 0.24923500000000007 -1.0000000180025095e-35 -0.014534999999999999 0.086985000000000021 -0.083684999999999996 0.087525000000000019 0.085790000000000019 -0.089984999999999996 -0.0048649999999999995
decision_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 -3 11 7 8 9 -4 -10 14 13 -13 17 -16 -17 19 -19 -2
right_child=1 2 6 -5 -6 -7 -8 -9 10 -11 -12 12 -14 -15 15 16 -18 18 -20 -21
leaf_value=0.0018928228787211511 0.00028325761900779395 0.003316486001654303 -0.0010129361936853896 0.0066485514387785768 -0.0022121163145679048 -0.0037208076970529557 0.0024360475884457836 -0.0021409712262902823 9.6415207507450165e-05 0.002674592268787507 -0.0022755148276365818 -0.00017005776764775709 -0.00079873142974250439 0.0048204443390449528 0.0014779327738840052 -0.007213034001601103 -0.001340346927279673 0.005583289265406681 -0.00039213754122955719 -0.00063901413136782941
leaf_weight=65 1084 57 68 59 74 46 63 64 764 127 107 52 77 60 84 47 55 46 106 642
leaf_count=65 1084 57 68 59 74 46 63 64 764 127 107 52 77 60 84 47 55 46 106 642
internal_value=0 0.000109664 0.000386863 0.00219794 0.00018721 -5.67332e-05 9.77409e-05 -3.19005e-05 9.3955e-05 0.00138449 -0.00019403 1.77138e-05 0.00114944 0.00249612 -8.55216e-05 -0.00155154 -0.00405442 5.92388e-05 0.00141083 -5.93147e-05
internal_weight=0 3682 1383 190 131 2299 1193 1130 1066 195 871 2253 189 112 2064 186 102 1878 152 1726
internal_count=3747 3682 1383 190 131 2299 1193 1130 1066 195 871 2253 189 112 2064 186 102 1878 152 1726
is_linear=0
shrinkage=0.0995203


Tree=2832
num_leaves=15
num_cat=0
split_feature=5 8 5 9 2 8 26 8 8 5 1 5 1 26
split_gain=0.0176257 0.0241425 0.041001 0.0356526 0.0612493 0.0270493 0.0288089 0.0381357 0.0298996 0.0768936 0.025109 0.0601878 0.0394934 0.0202566
threshold=-0.54885499999999998 0.10068500000000002 0.23932500000000004 0.11351500000000002 -0.11700999999999999 0.093085000000000015 -0.112275 0.0017700000000000003 1.0000000180025095e-35 0.043850000000000007 0.0033150000000000007 -0.093384999999999982 0.0049450000000000015 0.09271500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 6 7 -2 10 13 11 -8 -12 -10
right_child=1 2 -4 -5 -6 -7 8 -9 9 -11 12 -13 -14 -15
leaf_value=-0.0016315384058734751 0.00017743713269813285 -0.0011162599681814043 -0.0030009335435887225 -0.0023313084507061411 0.0035967010184607558 0.002203500900794761 -0.0015691406026156517 0.0034956319180619228 0.0014625258688746622 -0.0040216443049272939 -0.0031744635637518709 0.00041600718819685071 -0.00020066157662559884 -0.0012296081648428992
leaf_weight=62 90 63 67 48 48 61 163 56 65 63 47 2080 771 48
leaf_count=62 90 63 67 48 48 61 163 56 65 63 47 2080 771 48
internal_value=0 6.03075e-05 -0.000935694 -6.02863e-05 0.000914403 0.000125904 8.82004e-05 0.00145578 2.6265e-05 -0.00123478 9.90392e-05 0.00027138 -0.000372529 0.00031172
internal_weight=0 3670 226 159 111 3444 3383 146 3237 176 3061 2243 818 113
internal_count=3732 3670 226 159 111 3444 3383 146 3237 176 3061 2243 818 113
is_linear=0
shrinkage=0.0995203


Tree=2833
num_leaves=11
num_cat=0
split_feature=35 1 5 30 36 29 29 27 29 6
split_gain=0.0249529 0.0300628 0.0549975 0.0364495 0.0314747 0.0240054 0.0465125 0.0262214 0.0536298 0.0453512
threshold=0.004000000000000001 0.51334500000000016 -0.49053999999999998 0.11290000000000001 0.086430000000000021 -0.082564999999999986 -0.08781499999999999 0.085370000000000015 -0.011859999999999999 -0.093749999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 8 -7 -9
right_child=-2 2 -4 -5 -6 7 -8 9 -10 -11
leaf_value=-0.00042076939917275907 -0.0022494678798554643 0.004308820525618642 -9.7746282405370867e-05 -0.0024898982321110291 -0.0022515547318883006 0.0032445703157497527 0.0038436396149209287 0.00078547406909242545 5.1588265824621038e-05 -0.0024970059014942799
leaf_weight=53 47 46 71 57 58 53 48 70 3127 102
leaf_count=53 47 46 71 57 58 53 48 70 3127 102
internal_value=0 5.79903e-05 0.00162775 6.28595e-06 4.70439e-05 8.58906e-05 0.00159778 4.00913e-05 0.000105062 -0.00115635
internal_weight=0 3685 117 3568 3511 3453 101 3352 3180 172
internal_count=3732 3685 117 3568 3511 3453 101 3352 3180 172
is_linear=0
shrinkage=0.0995203


Tree=2834
num_leaves=16
num_cat=0
split_feature=0 17 17 4 4 4 35 1 0 3 17 6 18 3 27
split_gain=0.0218965 0.0778321 0.0973428 0.0477131 0.0806381 0.0393264 0.0364399 0.046582 0.0357128 0.0274677 0.0807746 0.0589281 0.0492775 0.0487472 0.0201472
threshold=-0.14680499999999999 0.24923500000000007 0.016900000000000005 0.087495000000000031 0.096000000000000016 0.11061500000000002 0.004000000000000001 0.55657000000000012 -0.14124499999999998 0.083875000000000019 -0.0064000000000000003 -0.031674999999999995 -0.019539999999999998 0.084290000000000018 -0.090764999999999998
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 7 8 -2 10 12 -12 -10 -11 -15
right_child=6 -3 -4 4 5 -7 -8 -9 9 13 11 -13 -14 14 -16
leaf_value=-0.0024067654658198041 0.0027683573387243246 0.0028745596401475418 -0.0047915706439009302 0.0040125195804077921 -0.0020497837874030368 0.0012101085685100467 -0.0026714144042196742 0.0031634551299118724 -0.0016978959565858687 0.0026909008918169219 -0.0010456107830949489 -0.0056764726940232921 0.0018437034453304265 0.0019899108428489587 4.8359871896019348e-05
leaf_weight=85 49 53 62 47 89 62 46 50 62 73 68 46 104 54 2782
leaf_count=85 49 53 62 47 89 62 46 50 62 73 68 46 104 54 2782
internal_value=0 -0.000671602 -0.00121875 -0.000433117 0.000410023 -0.000705864 0.00010931 0.000148462 0.000101653 6.04216e-05 -0.000880581 -0.00292139 0.000516006 0.000151277 8.56174e-05
internal_weight=0 398 345 283 198 151 3334 3288 3238 3189 280 114 166 2909 2836
internal_count=3732 398 345 283 198 151 3334 3288 3238 3189 280 114 166 2909 2836
is_linear=0
shrinkage=0.0995203


Tree=2835
num_leaves=17
num_cat=0
split_feature=0 17 4 3 17 3 3 35 1 0 3 17 8 3 1 29
split_gain=0.0178191 0.0639104 0.109581 0.113052 0.0589984 0.067523 0.126853 0.0295225 0.037802 0.0305285 0.0221981 0.0655198 0.0691618 0.0395925 0.0391248 0.0257575
threshold=-0.14731999999999998 0.24923500000000007 0.079660000000000022 0.08777500000000002 -0.053765 0.10749000000000002 0.12015500000000003 0.004000000000000001 0.55657000000000012 -0.142265 0.083875000000000019 -0.0064000000000000003 -0.082654999999999992 0.084290000000000018 0.043640000000000005 -0.081974999999999992
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 -7 8 9 -2 11 12 -11 -12 -13 -15
right_child=7 -3 3 4 5 6 -8 -9 -10 10 13 14 -14 15 -16 -17
leaf_value=0.0029235863072398375 0.0025820120189334614 0.0025884829840036121 -0.0064445483532784417 0.0011446484697884582 -0.0053275986784845431 0.0025117476769571279 -0.0044108547394265674 -0.0024055548513598865 0.0028486274493677898 0.0022899263260712341 0.0024231020083179404 -0.0046846599752415757 -0.0017946446529663073 0.0020337989810807122 -0.00095617643337413539 2.9223336933987419e-05
leaf_weight=55 48 53 46 80 47 55 50 46 50 92 73 51 74 65 63 2784
leaf_count=55 48 53 46 80 47 55 50 46 50 92 73 51 74 65 63 2784
internal_value=0 -0.000616703 -0.0011293 -0.00193407 -0.00103622 -0.00218943 -0.000776934 9.73356e-05 0.000132473 9.04336e-05 5.28276e-05 -0.000793236 0.000464162 0.000134182 -0.00263136 7.52451e-05
internal_weight=0 386 333 278 232 152 105 3346 3300 3250 3202 280 166 2922 114 2849
internal_count=3732 386 333 278 232 152 105 3346 3300 3250 3202 280 166 2922 114 2849
is_linear=0
shrinkage=0.0995203


Tree=2836
num_leaves=12
num_cat=0
split_feature=20 27 2 11 12 9 1 1 1 1 26
split_gain=0.0336788 0.0313458 0.0431892 0.0415778 0.0507269 0.026796 0.0261147 0.138659 0.0459151 0.0568204 0.0383968
threshold=-0.41270499999999993 0.095885000000000012 -0.026175 -0.11166 -0.011224999999999999 -0.089649999999999994 -0.080085000000000003 -0.080954999999999985 -0.078509999999999983 -0.077634999999999996 -0.091484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -4 7 10 -8 -10 -6
right_child=1 2 5 4 6 -7 8 -9 9 -11 -12
leaf_value=0.0027014459949729545 0.0023251340860764398 0.0028361416492920276 0.0015452671480963838 -0.0034076062673668969 -0.0029127843741935987 -0.0016848153361170709 0.0024908477795149556 -0.0052946248840085534 -0.0032493169033964145 0.00011224726108015535 -8.9119648812762249e-05
leaf_weight=46 70 89 48 46 50 54 78 56 51 2111 1057
leaf_count=46 70 89 48 46 50 54 78 56 51 2111 1057
internal_value=0 -7.86906e-06 0.00123356 -7.54823e-05 -0.000124442 -0.000156751 -7.98213e-05 -0.000462576 0.000118538 3.25717e-05 -0.000217396
internal_weight=0 3710 191 3519 3449 102 3403 1163 2240 2162 1107
internal_count=3756 3710 191 3519 3449 102 3403 1163 2240 2162 1107
is_linear=0
shrinkage=0.0995203


Tree=2837
num_leaves=16
num_cat=0
split_feature=22 20 17 1 8 26 17 26 3 3 17 17 3 26 8
split_gain=0.0284358 0.0280193 0.0231119 0.0419398 0.0426895 0.0478171 0.0226407 0.0387679 0.024321 0.0651532 0.127429 0.0665266 0.0467642 0.0579091 0.0355855
threshold=0.13264000000000004 -0.41270499999999993 -0.53166999999999998 -0.034059999999999993 0.041960000000000011 0.090625000000000025 -0.46992499999999998 0.089795000000000028 0.086850000000000024 0.083955000000000016 -0.0044799999999999987 0.11012500000000003 0.087445000000000023 0.086760000000000018 -0.072559999999999999
decision_type=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 9 11 -11 -8 13 -10 -14
right_child=-2 2 6 -5 -6 -7 8 -9 12 10 -12 -13 14 -15 -16
leaf_value=0.0024325976339845726 0.0024551769733415743 0.00089522236377011873 -0.0034635669723900369 0.0033948828345165142 0.0019097308666650957 -0.0030761750669811489 0.0010077738323863298 0.00011576767243061381 0.0040207374557947413 -0.0023609615017594096 0.00085813282513196542 -0.0027540903211898267 0.0003598448087522962 -0.00055102508458632646 -0.00043771639617507272
leaf_weight=46 47 63 53 52 87 57 335 68 65 341 189 54 1268 47 984
leaf_count=46 47 63 53 52 87 57 335 68 65 341 189 54 1268 47 984
internal_value=0 -8.02982e-06 -3.89028e-05 0.000867013 0.000228037 -0.00098437 -0.000108072 -0.00144528 -5.85375e-05 -0.000493144 -0.00121148 0.000483457 0.000110068 0.00209492 1.0991e-05
internal_weight=0 3709 3663 259 207 120 3404 121 3283 919 530 389 2364 112 2252
internal_count=3756 3709 3663 259 207 120 3404 121 3283 919 530 389 2364 112 2252
is_linear=0
shrinkage=0.0995203


Tree=2838
num_leaves=18
num_cat=0
split_feature=27 20 1 1 5 26 1 5 21 21 0 1 21 3 1 18 3
split_gain=0.0268161 0.0228831 0.019797 0.11352 0.059506 0.188114 0.121355 0.0974161 0.0380177 0.053214 0.0373799 0.0370613 0.0723648 0.0534169 0.0312951 0.101286 0.0303344
threshold=0.11470500000000003 -0.41270499999999993 -0.080085000000000003 -0.080954999999999985 -0.080724999999999991 0.088545000000000026 -0.082635 -0.011764999999999999 0.090995000000000006 0.089755000000000015 -0.049174999999999996 0.031740000000000011 0.10068500000000002 0.10892000000000003 -0.07825 0.090795000000000028 0.089005000000000015
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 7 -6 9 14 11 13 -13 -10 15 -4 -16
right_child=-2 2 8 -5 6 -7 -8 -9 10 -11 -12 12 -14 -15 16 -17 -18
leaf_value=0.0021905052279757387 0.0020088110138312245 -0.00099418696963877204 -0.0011347080262485746 -0.0047480876411170585 0.0019872170049716558 0.0068790458393131323 -0.0046456590583690369 -0.00060760508694472507 0.00065125512144546577 0.0032874723101790266 0.0022940309289966195 -0.0037196690825022213 -0.00050346344495266705 -0.0021152751264717951 -0.00043026547990099198 0.0053893907944861374 0.0005168121936255679
leaf_weight=46 66 83 48 56 175 47 63 790 322 61 47 93 275 88 524 46 926
leaf_count=46 66 83 48 56 175 47 63 790 322 61 47 93 275 88 524 46 926
internal_value=0 -1.49498e-05 -4.30151e-05 -0.000371364 -0.000159002 0.00184599 -0.000413348 -0.000136193 0.000120687 0.000403172 -0.000427882 -0.000593368 -0.00131848 5.54664e-05 0.000288689 0.00204923 0.000173993
internal_weight=0 3690 3644 1214 1158 130 1028 965 2430 1605 825 778 368 410 1544 94 1450
internal_count=3756 3690 3644 1214 1158 130 1028 965 2430 1605 825 778 368 410 1544 94 1450
is_linear=0
shrinkage=0.0995203


Tree=2839
num_leaves=14
num_cat=0
split_feature=22 22 22 2 3 26 26 3 3 19 21 21 21
split_gain=0.022409 0.0208409 0.0292519 0.0254848 0.0234489 0.0399004 0.143368 0.0770279 0.0752084 0.0379315 0.0347341 0.0440674 0.0429726
threshold=0.13264000000000004 0.10292000000000003 0.091785000000000019 -0.0072299999999999994 0.086850000000000024 0.08919500000000001 0.088245000000000032 0.083595000000000017 0.086335000000000023 -0.07525999999999998 0.09407500000000002 0.083050000000000027 0.096415000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 8 -7 -1 -6 11 -11 -12
right_child=-2 3 -4 -5 9 7 -8 -9 -10 10 12 -13 -14
leaf_value=-6.3061337334902008e-05 0.0021778423737156588 -0.00012945976917786881 0.002332549631660246 -0.0031409489352500278 -0.0021510262879909101 -0.0018656601441623081 -0.0058556764491962728 0.0031752846613030184 -0.0038891286369272591 0.00017698552877318192 -0.0029890879099098758 0.0013672922647336681 -0.00017839429390180265
leaf_weight=687 47 72 54 46 69 49 50 77 55 1640 61 380 469
leaf_count=687 47 72 54 46 69 49 50 77 55 1640 61 380 469
internal_value=0 -8.80195e-06 3.37395e-05 -0.00131037 -1.12545e-06 -0.000434169 -0.000696524 0.00120842 -0.000347768 0.00015035 0.000212944 0.00040131 -0.000503434
internal_weight=0 3709 3591 118 3537 918 792 126 742 2619 2550 2020 530
internal_count=3756 3709 3591 118 3537 918 792 126 742 2619 2550 2020 530
is_linear=0
shrinkage=0.0995203


Tree=2840
num_leaves=17
num_cat=0
split_feature=9 21 2 2 8 9 8 8 20 5 22 19 4 21 20 2
split_gain=0.0280087 0.0398202 0.032212 0.0402763 0.0346205 0.0276927 0.0700759 0.0326551 0.0591449 0.0384197 0.0736643 0.0863655 0.0404357 0.0305791 0.0612367 0.0387219
threshold=0.11222500000000002 0.15159000000000003 -0.06674999999999999 -0.053085 -0.050299999999999997 0.10591500000000002 -0.045194999999999999 -0.011315 -0.15615999999999999 -0.46244499999999994 0.079065000000000024 0.072660000000000016 0.10543500000000001 -0.083784999999999984 -0.0096699999999999998 -0.083254999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 -5 7 -7 8 -1 12 11 -11 -9 14 -10 -15
right_child=2 -3 3 4 -6 6 -8 9 13 10 -12 -13 -14 15 -16 -17
leaf_value=-0.0033542065263093739 -0.0009045406680791338 -0.0025744725424133009 0.0032141665552069933 0.0018928107000989536 -0.001685576413529191 0.0010801792810127644 -0.0042361427217037064 0.00074354864785707801 -0.00014158271093697112 0.00094980661514488911 0.0036436060779355436 -0.0024180771720250702 -0.0032094802020311008 -0.00076628273156053044 0.0041383322520786589 0.00010553394626824198
leaf_weight=56 66 62 88 62 47 47 51 51 97 524 82 88 51 739 50 1587
leaf_count=56 66 62 88 62 47 47 51 51 97 524 82 88 51 739 50 1587
internal_value=0 -7.47272e-05 0.000990344 0.00162933 0.000342326 -2.92107e-05 -0.00167813 1.91427e-05 -0.000155577 0.000575278 0.000841043 0.000464198 -0.00122494 -8.28139e-05 0.0013086 -0.000171101
internal_weight=0 3485 263 197 109 3423 98 3325 2529 796 694 612 102 2473 147 2326
internal_count=3748 3485 263 197 109 3423 98 3325 2529 796 694 612 102 2473 147 2326
is_linear=0
shrinkage=0.0995203


Tree=2841
num_leaves=25
num_cat=0
split_feature=28 8 8 8 0 0 0 1 0 0 21 26 4 5 5 1 26 26 2 26 0 6 17 1
split_gain=0.0161667 0.0160579 0.07966 0.0446607 0.0410245 0.0875832 0.0675407 0.0585032 0.152913 0.0976618 0.0372563 0.055383 0.035838 0.0307698 0.0501815 0.102404 0.0395944 0.0874897 0.0941491 0.0606077 0.0731504 0.0557845 0.0347688 0.0708722
threshold=0.10337500000000002 -0.077074999999999991 -0.077889999999999987 -0.075449999999999989 -0.067059999999999995 -0.063914999999999986 -0.070134999999999989 -0.080689999999999998 -0.077314999999999981 -0.073664999999999994 0.095695000000000016 0.095150000000000026 0.10398500000000002 -0.013944999999999999 -0.018754999999999997 -0.014549999999999999 0.087745000000000031 0.091195000000000012 -0.083104999999999998 0.086645000000000014 -0.088174999999999989 0.090710000000000027 -0.098644999999999997 -0.082344999999999988
decision_type=2 2 2 2 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 -3 6 -6 7 8 -5 -9 12 -12 -7 14 22 -16 19 18 -18 20 -15 -19 -1 -24
right_child=-2 3 -4 4 5 10 -8 9 -10 -11 11 -13 -14 16 15 -17 17 21 -20 -21 -22 -23 23 -25
leaf_value=0.0025901487985163936 -0.0018542321016223888 0.0026428545752853307 -0.0038325123278984026 -0.00050786075054248087 0.0044067557094121185 0.0015160339923064924 -0.0028944139127339433 7.0109287397994294e-05 0.0065791721452254032 -0.0034644460642655945 0.00047399217332605757 -0.0038525947872859812 -0.00049118053516264697 0.0016223074685076274 0.0057731467763455615 -0.00078320322587338586 -0.0042097828598085096 0.0026059339614748198 8.4308043185961988e-05 0.0025006956548623508 -0.0012693446839526716 -0.0013496084687021897 -0.0025892303074388735 0.00023280848547333472
leaf_weight=52 46 74 57 87 60 270 87 700 46 87 80 46 130 122 47 47 133 70 81 84 298 71 98 875
leaf_count=52 46 74 57 87 60 270 87 700 46 87 80 46 130 122 47 47 133 70 81 84 298 71 98 875
internal_value=0 2.3027e-05 -0.000164325 0.000252229 0.000140663 0.000803039 -0.000243978 5.7709e-06 0.00193714 -0.000319583 0.000390412 -0.00109906 0.000861643 -5.82051e-05 0.000285235 0.00248626 -0.00050655 -0.00131172 -0.00258062 5.89591e-05 -0.000427439 0.00060833 8.2586e-05 -5.05844e-05
internal_weight=0 3702 2035 1667 1593 586 1007 920 133 787 526 126 400 1978 1119 94 859 355 214 504 420 141 1025 973
internal_count=3748 3702 2035 1667 1593 586 1007 920 133 787 526 126 400 1978 1119 94 859 355 214 504 420 141 1025 973
is_linear=0
shrinkage=0.0995203


Tree=2842
num_leaves=14
num_cat=0
split_feature=9 2 2 38 1 6 1 6 0 18 6 0 21
split_gain=0.0215048 0.0469416 0.0366793 0.0242265 0.0483504 0.0241201 0.0236425 0.0231812 0.0381307 0.0525788 0.0302325 0.0782678 0.0666687
threshold=0.11479000000000002 -0.06717999999999999 -0.053085 -0.082614999999999994 0.55657000000000012 -0.45687499999999998 0.036605000000000013 -0.07664 -0.060094999999999996 -0.10872 -0.03764 -0.067059999999999995 0.09266000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 -5 -4 8 9 -7 11 -9 -12
right_child=1 2 6 4 -6 7 -8 10 -10 -11 12 -13 -14
leaf_value=0.0020706958617515334 -0.0018611873176234723 0.0033124250378067728 -0.0011139293900913521 0.001680263371518227 -0.0032635619136067119 0.0029666123583035652 0.00187150734252398 -3.3707784429745966e-05 -0.0025525243995194818 -0.00048598018159622081 6.358045197159757e-05 0.0034678344289445842 -0.0027060143554179794
leaf_weight=52 47 77 50 78 47 46 55 211 82 852 1971 90 90
leaf_count=52 47 77 50 78 47 46 55 211 82 852 1971 90 90
internal_value=0 0.000934493 0.00166095 -6.08018e-05 -9.30073e-05 -4.91959e-05 0.000442075 -8.98053e-05 -0.000496835 -0.00030821 7.87256e-05 0.00101055 -5.69654e-05
internal_weight=0 229 182 3519 3467 3420 105 3342 980 898 2362 301 2061
internal_count=3748 229 182 3519 3467 3420 105 3342 980 898 2362 301 2061
is_linear=0
shrinkage=0.0995203


Tree=2843
num_leaves=22
num_cat=0
split_feature=3 3 17 17 5 3 8 5 3 17 18 3 3 8 18 21 6 3 21 6 4
split_gain=0.0178887 0.0508858 0.0508036 0.10122 0.0771385 0.193478 0.0667484 0.0570612 0.0986589 0.0764127 0.0568089 0.0331284 0.0241808 0.0560431 0.0484477 0.0237641 0.0437796 0.0207118 0.0243929 0.00950473 0.0262684
threshold=0.086965000000000028 0.087385000000000032 0.11180000000000002 0.056905000000000011 -0.091229999999999992 0.084550000000000028 -0.085165000000000005 0.0047850000000000011 0.086015000000000022 -0.16207999999999997 -0.089674999999999991 0.087625000000000022 0.088475000000000012 -0.086154999999999995 -0.080424999999999996 -0.088829999999999992 -0.0026549999999999998 0.088745000000000032 -0.047889999999999995 -0.45687499999999998 0.097005000000000022
decision_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 5 19 -4 8 10 -9 -6 -3 13 -13 -15 16 -14 -17 -19 -1 -21
right_child=1 11 6 -5 7 -7 -8 9 -10 -11 -12 12 15 14 -16 17 -18 18 -20 20 -22
leaf_value=-0.00088569636343413028 -0.0027403851873022324 0.0021956537547134234 0.00083048990504976041 0.0046246650222961233 0.002194776147630171 0.0075348069159599431 -0.0043794234250650477 -0.00088812387455162306 -0.0038044318961105335 0.0036035000072557211 -0.00071526113635256891 -0.0034118826772434724 0.0036756371776126627 -0.0016706662824031106 0.0021461503995207857 0.0019351518147324273 -0.00060743482255966232 -0.0013589968354229454 -4.5579664052987774e-05 -0.0007233758197514237 0.0024968366305561391
leaf_weight=48 72 63 48 58 85 48 49 71 86 79 304 71 47 73 60 49 47 150 2140 52 48
leaf_count=48 72 63 48 58 85 48 49 71 86 79 304 71 47 73 60 49 47 150 2140 52 48
internal_value=0 -0.000129003 0.000366423 0.00060564 0.000320716 0.00204373 -0.00179288 -0.000218312 -0.00075382 0.00147201 -7.72872e-05 -5.90626e-05 -0.00011324 -0.00115409 4.5051e-05 -2.56317e-05 0.00152539 -8.83145e-05 -0.000131969 0.000257311 0.00081414
internal_weight=0 2772 976 879 821 196 97 625 475 150 389 2700 2637 204 133 2433 94 2339 2290 148 100
internal_count=3748 2772 976 879 821 196 97 625 475 150 389 2700 2637 204 133 2433 94 2339 2290 148 100
is_linear=0
shrinkage=0.0995203


Tree=2844
num_leaves=23
num_cat=0
split_feature=1 21 1 2 2 1 26 3 3 3 17 21 21 26 0 1 21 2 0 18 9 21
split_gain=0.0308785 0.0690951 0.0602115 0.0548533 0.150384 0.0724176 0.0698327 0.0851263 0.0497921 0.0704757 0.0520886 0.0451047 0.0422057 0.0410579 0.0407096 0.0368654 0.0352744 0.0371543 0.0581317 0.0452913 0.0289166 0.0341263
threshold=0.031740000000000011 -0.092419999999999988 0.007210000000000002 -0.075429999999999983 -0.065999999999999989 0.059230000000000012 0.08709500000000002 0.090595000000000023 0.10525500000000003 0.094285000000000022 -0.031185000000000001 -0.070074999999999985 1.0000000180025095e-35 -0.042444999999999997 -0.092939999999999995 0.50644500000000015 -0.08564999999999999 0.10674000000000002 -0.100285 -0.017129999999999996 -0.093949999999999992 -0.026109999999999998
decision_type=2 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 16 5 -5 -2 7 -7 9 14 -10 -12 -8 -9 -6 -13 -3 20 -19 -20 -18 -22
right_child=3 2 -4 4 8 6 12 13 10 -11 11 15 -14 -15 -16 -17 17 18 19 -21 21 -23
leaf_value=0.0036861884813461955 -0.0038876012807975606 -0.0023526552297911695 0.0028624779095343593 0.0051127282353463808 -0.0019495921232728149 -0.0026868491076860557 -0.00023252886716014932 0.00059675812341575068 -0.0040429965282102699 0.0037944776384892655 -0.0034082916268384669 0.0010981990475976099 -0.0041552978628662902 0.0045580669283286773 0.0018101976609750416 -0.0013897279335422228 -0.0022435534027266256 -0.0039929050274393439 0.0023394308113324452 -0.0016901947416356543 0.0020380088621080243 0.00019386862610008113
leaf_weight=56 88 58 79 55 70 48 48 59 50 59 46 133 64 47 48 106 46 54 47 67 104 2309
leaf_count=56 88 58 79 55 70 48 48 59 50 59 46 133 64 47 48 106 46 54 47 67 104 2309
internal_value=0 0.000224679 0.000154251 -0.000438924 0.000166652 -0.00141118 -0.00058884 0.000782268 -0.000363066 0.000984703 -0.00107761 -0.000554499 -0.00248142 0.00236091 -0.000413248 -1.80785e-06 7.42622e-05 0.000128156 -0.00130302 -2.16767e-05 0.000226268 0.00027369
internal_weight=0 2820 2764 921 567 354 266 154 512 177 335 285 112 106 118 239 2685 2627 168 114 2459 2413
internal_count=3741 2820 2764 921 567 354 266 154 512 177 335 285 112 106 118 239 2685 2627 168 114 2459 2413
is_linear=0
shrinkage=0.0995203


Tree=2845
num_leaves=14
num_cat=0
split_feature=6 3 18 3 0 0 9 26 18 3 26 26 18
split_gain=0.0281035 0.0221326 0.0185945 0.0262676 0.0569333 0.126768 0.109594 0.106142 0.12489 0.0349536 0.0346588 0.117323 0.0420245
threshold=0.23153500000000005 -0.15154999999999999 0.23251500000000005 0.086965000000000028 -0.085605000000000001 -0.084534999999999985 0.08597500000000001 0.089005000000000015 0.082540000000000016 0.087385000000000032 0.0054200000000000012 0.083760000000000015 0.089505000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -7 8 -3 -5 12 -12 -11
right_child=-2 2 -4 9 5 6 -8 -9 -10 10 11 -13 -14
leaf_value=-0.001908711494225933 0.0021737247022062529 -0.00059108777979767566 0.0014554328657425974 -0.0023240959479873934 0.0056941256834518068 -0.00033926309722183905 0.0041408350448538201 -0.0036830389985235208 0.0031395654870322721 -0.00085341961103873709 0.0046808726334378412 4.0673696101702012e-05 0.0008110985022381558
leaf_weight=58 61 342 91 71 58 249 69 74 120 809 56 1499 184
leaf_count=58 61 342 91 71 58 249 69 74 120 809 56 1499 184
internal_value=0 1.96208e-05 5.07257e-05 1.42921e-05 0.000474488 0.00141357 0.00063026 -0.000182741 0.000376141 -0.000145647 -8.4623e-05 0.000208307 -0.000544165
internal_weight=0 3680 3622 3531 912 376 318 536 462 2619 2548 1555 993
internal_count=3741 3680 3622 3531 912 376 318 536 462 2619 2548 1555 993
is_linear=0
shrinkage=0.0995203


Tree=2846
num_leaves=12
num_cat=0
split_feature=20 18 22 6 2 5 6 17 5 26 4
split_gain=0.0315164 0.0222114 0.0186032 0.0494244 0.0220942 0.0277792 0.062272 0.0568471 0.0290439 0.0621511 0.0276166
threshold=-0.41270499999999993 -0.46510999999999997 0.11738500000000003 -0.097455 -0.24206999999999998 0.30714500000000006 -0.074054999999999996 -0.55286000000000002 0.25642500000000007 0.086255000000000012 0.11860000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 8 -7 -8 10 -10 -6
right_child=1 2 3 -5 5 6 7 -9 9 -11 -12
leaf_value=0.0026385241813323751 -0.0017919131982101495 -0.0019681508011140264 0.00095669073226137334 -0.0035734104736398439 -9.799176982299855e-07 0.0042622179281126965 0.0027138757711472144 -0.00075075573685466385 -0.0033418450538506513 0.0010570984532743272 0.00098905985387680979
leaf_weight=46 66 51 47 48 2779 50 69 146 73 56 310
leaf_count=46 66 51 47 48 2779 50 69 146 73 56 310
internal_value=0 1.7063e-05 5.01881e-05 -0.00132359 8.73492e-05 0.000117682 0.0010972 0.000357342 3.67649e-05 -0.00142588 9.81116e-05
internal_weight=0 3695 3629 95 3534 3483 265 215 3218 129 3089
internal_count=3741 3695 3629 95 3534 3483 265 215 3218 129 3089
is_linear=0
shrinkage=0.0995203


Tree=2847
num_leaves=10
num_cat=0
split_feature=20 3 22 22 8 4 1 9 22
split_gain=0.0255557 0.0186572 0.0208691 0.0237386 0.0215548 0.0418057 0.103447 0.0663847 0.014776
threshold=-0.41270499999999993 -0.15154999999999999 0.11738500000000003 0.10589000000000003 -0.49499500000000002 0.11860000000000002 0.40780000000000011 0.11351500000000002 0.13292500000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -6 -7 -4
right_child=1 2 8 -5 5 7 -8 -9 -10
leaf_value=0.0023759377923421943 -0.0017249609970127297 -0.0015612992130585631 -0.0026676779726680032 0.0022818853735792361 9.0053080219854454e-05 0.0022608096730583533 -0.0033705031245081494 -0.001561616370235324 -0.00015251595375581829
leaf_weight=46 60 80 47 48 3079 187 88 59 47
leaf_count=46 60 80 47 48 3079 187 88 59 47
internal_value=0 1.53208e-05 4.42714e-05 8.33417e-05 5.28955e-05 9.09717e-05 -5.8454e-06 0.00134072 -0.00141881
internal_weight=0 3695 3635 3541 3493 3413 3167 246 94
internal_count=3741 3695 3635 3541 3493 3413 3167 246 94
is_linear=0
shrinkage=0.0995203


Tree=2848
num_leaves=12
num_cat=0
split_feature=13 7 7 2 2 21 6 8 2 12 3
split_gain=0.0480195 0.0444593 0.0315483 0.0258394 0.127357 0.0816008 0.0575946 0.0516015 0.0425855 0.0313928 0.0781731
threshold=0.089365000000000014 -0.10984999999999999 0.085015000000000021 -0.086050000000000001 -0.086414999999999992 -0.016949999999999996 0.089165000000000022 -0.084915000000000004 -0.085599999999999996 -0.008564999999999998 0.079570000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3 -5 -10 -11
right_child=-2 2 -4 8 -6 6 -8 -9 9 10 -12
leaf_value=-0.0025703943196740183 0.0032447854407593349 0.00026602044866908849 -0.001783972987917109 -0.0026077334106205169 0.0055028843556639865 -0.00055370273862934821 0.001704108370775452 0.0046281025536705871 0.0018805876640418222 -0.0039097398485666976 2.6463579196869899e-05
leaf_weight=65 46 47 90 63 49 573 139 64 86 51 2465
leaf_count=65 46 47 90 63 49 573 139 64 86 51 2465
internal_value=0 9.09764e-06 5.55508e-05 0.00010259 0.000572913 0.000278396 -0.000111772 0.00278847 -5.09952e-05 1.05943e-05 -5.2999e-05
internal_weight=0 3692 3627 3537 872 823 712 111 2665 2602 2516
internal_count=3738 3692 3627 3537 872 823 712 111 2665 2602 2516
is_linear=0
shrinkage=0.0995203


Tree=2849
num_leaves=19
num_cat=0
split_feature=13 3 1 26 26 9 30 4 2 9 9 3 26 2 26 4 17 2
split_gain=0.0389365 0.0359711 0.0584373 0.0239631 0.0772375 0.0363135 0.0553045 0.066972 0.028247 0.0360986 0.118828 0.0995816 0.0352537 0.143718 0.0720558 0.0216656 0.0178862 0.0250098
threshold=0.089365000000000014 0.16149500000000003 0.070450000000000026 0.11991000000000003 0.12598500000000004 -0.082514999999999991 0.084540000000000018 0.099960000000000021 -0.074084999999999998 0.095415000000000014 0.094010000000000024 0.11816500000000002 0.096155000000000018 -0.070354999999999987 0.098495000000000013 0.11931500000000002 0.043850000000000007 -0.06674999999999999
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 -1 -8 9 10 -7 -11 13 -10 -14 -9 17 -6
right_child=-2 2 -4 4 16 8 7 15 12 11 -12 -13 14 -15 -16 -17 -18 -19
leaf_value=0.0040730023947121779 0.0029218640295672754 0.00064174907139566515 -0.0037134793719866654 -0.0038875148419585592 -0.0022891459022881021 0.00024323788894614742 -0.0018858369389558888 0.0036274904783839554 -0.0060641366380256414 0.002206987279968035 -0.0035221301087011545 -0.0017755431796973758 0.0041160544030821268 -0.00036325992848637069 -0.00040108572906615291 0.00061220675834253115 0.0017283179709376229 0.00051958832513883987
leaf_weight=56 46 57 65 63 48 1806 70 49 47 246 87 83 48 651 128 47 51 90
leaf_count=56 46 57 65 63 48 1806 70 49 47 246 87 83 48 651 128 47 51 90
internal_value=0 8.19224e-06 -0.00167195 6.58382e-05 -0.000869313 0.000137109 0.00136675 0.000448869 4.86725e-05 0.00023744 6.97536e-05 0.00119979 -0.000430302 -0.000748303 0.000826211 0.00215979 0.000132424 -0.000451431
internal_weight=0 3692 122 3570 252 3318 222 166 3096 2222 1893 329 874 698 176 96 189 138
internal_count=3738 3692 122 3570 252 3318 222 166 3096 2222 1893 329 874 698 176 96 189 138
is_linear=0
shrinkage=0.0995203


Tree=2850
num_leaves=15
num_cat=0
split_feature=13 4 8 8 8 5 20 20 0 26 26 26 0 4
split_gain=0.0315721 0.0217723 0.0402688 0.0252699 0.0632244 0.0330709 0.0390955 0.0535077 0.0491423 0.0490708 0.105494 0.0489656 0.0264864 0.0234079
threshold=0.089365000000000014 0.13699000000000003 -0.396895 0.10528000000000003 0.15415000000000004 -0.54623499999999992 -0.077394999999999992 -0.073489999999999986 -0.225295 0.086760000000000018 0.090170000000000014 0.085635000000000031 -0.083885000000000001 0.14566000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 9 -8 -9 11 -11 -7 -6 -4
right_child=-2 2 13 4 12 6 7 8 -10 10 -12 -13 -14 -15
leaf_value=-0.0021266237259779329 0.0026310794251852769 0.00099179859171966383 -0.0037603095377042018 0.0039470676764432455 0.0017750986078303548 0.00042882392416863311 -0.0025237895740912839 -0.0022458412793728961 3.0225619101212065e-05 0.0040725197240807825 3.0305263427838478e-05 -0.0025982933996936191 -0.0012812439798338662 -0.0007496163934691282
leaf_weight=71 46 57 53 57 46 512 91 98 2263 112 150 59 72 51
leaf_count=71 46 57 53 57 46 512 91 98 2263 112 150 59 72 51
internal_value=0 7.35488e-06 -0.00112419 5.91808e-05 0.00122507 -1.3713e-06 4.43134e-05 -0.000155529 -6.39023e-05 0.000633548 0.0017614 0.000114606 -8.28507e-05 -0.00229178
internal_weight=0 3692 161 3531 175 3356 3285 2452 2361 833 262 571 118 104
internal_count=3738 3692 161 3531 175 3356 3285 2452 2361 833 262 571 118 104
is_linear=0
shrinkage=0.0995203


Tree=2851
num_leaves=13
num_cat=0
split_feature=7 7 10 19 19 5 3 8 24 38 17 27
split_gain=0.0318396 0.0227595 0.0533743 0.0229849 0.0464355 0.0450782 0.0450264 0.0502675 0.0225695 0.0243319 0.0209925 0.0205695
threshold=-0.10984999999999999 0.085015000000000021 0.077165000000000025 0.11174500000000002 0.10328000000000002 0.034205000000000006 0.09049500000000002 -0.081864999999999993 -0.069349999999999995 -0.082614999999999994 0.41580500000000009 0.10360500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 8 6 -5 -8 -2 -10 -9 -11
right_child=1 2 -4 5 -6 -7 7 10 9 11 -12 -13
leaf_value=-0.0021301667065938929 0.0022687889690459931 -0.0038234378022708559 0.00093433007452515312 0.0024254896391755301 0.002553884572454325 -0.003618906428773664 -0.003460266529625871 -0.0011442394160963375 0.0022504723206419521 0.00010406330895990246 0.0017220620684220164 -0.0013676721295055262
leaf_weight=66 48 47 46 50 80 46 54 50 51 3052 51 97
leaf_count=66 48 47 46 50 80 46 54 50 51 3052 51 97
internal_value=0 7.505e-05 -0.00146133 0.000115201 0.000184664 -0.000802536 -0.000166576 -0.00100801 0.000126057 9.36597e-05 0.000294996 5.84688e-05
internal_weight=0 3672 93 3579 3328 251 205 155 3248 3200 101 3149
internal_count=3738 3672 93 3579 3328 251 205 155 3248 3200 101 3149
is_linear=0
shrinkage=0.0995203


Tree=2852
num_leaves=14
num_cat=0
split_feature=20 21 5 9 17 6 8 0 9 29 9 26 26
split_gain=0.0492411 0.0539418 0.0286662 0.0198554 0.0429916 0.0647241 0.0282353 0.0489971 0.0479258 0.0273933 0.0228514 0.0448252 0.0377394
threshold=0.13407000000000005 0.13209000000000004 0.62720500000000012 0.11479000000000002 0.021725000000000005 0.096575000000000022 0.085560000000000011 -0.083514999999999992 0.095415000000000014 -0.085039999999999991 0.10407500000000001 0.11275500000000002 0.11861500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 9 -8 -9 -1 12 -12 -11
right_child=1 -3 -4 4 -6 -7 7 8 -10 10 11 -13 -14
leaf_value=0.0018382545314654137 4.517947005511634e-05 0.004339174258535099 0.0016293700801181719 0.0015693382515479025 0.0029527724378487349 -0.0025056678023288033 0.001098710705348417 -0.0040915836369511908 -0.00028759993934889959 -0.000269446751621736 2.9719159337996598e-05 -0.0039796677022297467 0.0013605705998950997
leaf_weight=64 68 51 86 91 61 67 53 77 58 2798 66 47 148
leaf_count=64 68 51 86 91 61 67 53 77 58 2798 66 47 148
internal_value=0 0.00189234 -0.000164782 -0.000208724 0.000707987 -0.00015349 -0.000269606 -0.00145479 -0.00246334 -0.000197997 -0.000240867 -0.00163066 -0.000187281
internal_weight=0 119 3616 3530 219 158 3311 188 135 3123 3059 113 2946
internal_count=3735 119 3616 3530 219 158 3311 188 135 3123 3059 113 2946
is_linear=0
shrinkage=0.0995203


Tree=2853
num_leaves=8
num_cat=0
split_feature=27 5 35 24 23 4 2
split_gain=0.0430555 0.0316922 0.0221076 0.0216146 0.0323191 0.0296434 0.0345687
threshold=0.11470500000000003 0.62720500000000012 -0.084154999999999994 0.084270000000000025 -0.066414999999999988 0.13980000000000004 0.31852000000000008
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6
right_child=-2 -3 3 -5 5 -7 -8
leaf_value=-0.002301492209875953 0.0024693580665655825 0.0017760518949875553 -0.0027508941481386366 0.0015556637690604376 -0.00015402749386910129 0.0017191451614360397 -0.0026938383863388
leaf_weight=48 64 84 48 72 3283 82 54
leaf_count=48 64 84 48 72 3283 82 54
internal_value=0 -0.000133884 -0.000178839 -0.000149818 -0.000185472 -0.000149216 -0.000195373
internal_weight=0 3671 3587 3539 3467 3419 3337
internal_count=3735 3671 3587 3539 3467 3419 3337
is_linear=0
shrinkage=0.0995203


Tree=2854
num_leaves=9
num_cat=0
split_feature=10 20 20 8 35 29 7 20
split_gain=0.0812961 0.025606 0.0339294 0.0288529 0.0391769 0.031833 0.0309711 0.0130084
threshold=0.09056500000000002 -0.23598 -0.15398499999999998 -0.51030999999999993 -0.080914999999999987 -0.085279999999999995 -0.074779999999999999 -0.41270499999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 -4 -5 -6 -7 -1
right_child=-2 2 3 4 5 6 -8 -9
leaf_value=-0.00054517787756887108 0.0030576901682701461 0.0024681895625760153 0.0017879457933094628 -0.0025325452616208463 0.0019185310982688735 0.002137187442786681 -0.0002222717191733618 -0.0028639598346393192
leaf_weight=48 80 50 75 69 73 56 3234 50
leaf_count=48 80 50 75 69 73 56 3234 50
internal_value=0 -0.000149078 -0.00010511 -0.000142031 -0.000184446 -0.000136026 -0.000181862 -0.00173658
internal_weight=0 3655 3557 3507 3432 3363 3290 98
internal_count=3735 3655 3557 3507 3432 3363 3290 98
is_linear=0
shrinkage=0.0995203


Tree=2855
num_leaves=21
num_cat=0
split_feature=10 2 26 26 17 3 17 2 2 17 9 3 3 3 17 17 26 2 2 5
split_gain=0.0659202 0.0226282 0.0444369 0.0727467 0.0534706 0.0443677 0.0439156 0.0920593 0.0424142 0.071317 0.0323132 0.0296918 0.0920295 0.0592649 0.0562082 0.0800666 0.0678605 0.0505169 0.142441 0.096175
threshold=0.09056500000000002 -0.085944999999999994 0.089725000000000013 0.088325000000000028 -0.55157999999999996 0.097595000000000029 0.11639500000000001 -0.086440000000000003 -0.084869999999999987 -0.010239999999999999 0.089150000000000021 0.08622500000000001 0.085730000000000015 0.086535000000000015 -0.0038549999999999999 -0.015100000000000001 0.086580000000000032 -0.082404999999999992 -0.082139999999999991 -0.013050000000000001
decision_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 10 7 -6 9 -3 -4 12 14 -13 15 -10 -16 19 -19 -15
right_child=-2 8 5 -5 6 -7 -8 -9 11 -11 -12 13 -14 17 16 -17 -18 18 -20 -21
leaf_value=-0.0031972267174141143 0.0027533880865079473 0.0038787408624358318 0.0038053301867405497 -0.0046425974585526143 -0.00041256421959146126 -0.0014454893109771799 -0.0025494503551832626 0.0041991318313251841 -1.1648496047644591e-05 -0.00086134458540361469 0.00023209964519732147 0.0035671180997991583 -0.0047120195411415973 0.0032533328191680414 -0.00013181932299124302 -0.0041408288099860748 0.0042183947813919835 -0.0052111200233739734 -2.5745643856111969e-05 -0.00083802909177804849
leaf_weight=72 80 71 55 48 488 50 77 47 136 56 47 47 53 125 144 71 47 54 1863 104
leaf_count=72 80 71 55 48 488 50 77 47 136 56 47 47 53 125 144 71 47 54 1863 104
internal_value=0 -0.000134219 -0.000572643 -0.000894757 -0.000630554 0.000973207 -0.000327254 -5.89409e-06 5.35046e-06 0.00178218 0.00216687 -7.96869e-05 -0.000815244 7.12103e-05 -0.000294269 -0.00143189 0.000934367 -4.97288e-06 -0.00017224 0.00139167
internal_weight=0 3655 884 732 684 152 612 535 2771 127 102 2644 451 2193 398 207 191 2146 1917 229
internal_count=3735 3655 884 732 684 152 612 535 2771 127 102 2644 451 2193 398 207 191 2146 1917 229
is_linear=0
shrinkage=0.0995203


Tree=2856
num_leaves=16
num_cat=0
split_feature=10 12 20 20 21 21 18 26 20 0 2 21 18 19 18
split_gain=0.038894 0.0553275 0.0330557 0.0610163 0.0440169 0.0614021 0.0514779 0.0464071 0.0378092 0.0303837 0.0944069 0.030398 0.0252238 0.0390576 0.0329539
threshold=0.090005000000000016 0.081895000000000023 -0.086134999999999989 -0.089994999999999992 0.11347500000000002 0.088590000000000016 0.0057900000000000009 -1.0000000180025095e-35 -0.083970000000000003 -0.17809 0.11804000000000002 1.0000000180025095e-35 0.11570500000000002 0.097115000000000021 0.10085500000000001
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 -7 -4 10 11 -10 14 -14 -11
right_child=-2 -3 8 -5 -6 7 -8 -9 9 12 -12 -13 13 -15 -16
leaf_value=-0.00071381482227131647 -0.0020366557474296959 0.0027698070781254128 0.0021341980443739888 -0.0041714238149327502 0.0021436054723643991 -0.00077906270277001738 0.0030604229709171198 -0.0050271097380106032 0.0048188954716450547 -7.7318673717257971e-06 -0.0016812910645178469 0.0014941636259797877 0.00013328259600998166 -0.0021605696233530781 0.0015888791904718434
leaf_weight=161 90 73 89 48 57 53 46 50 53 2464 65 58 163 133 135
leaf_count=161 90 73 89 48 57 53 46 50 53 2464 65 58 163 133 135
internal_value=0 5.75389e-05 1.92654e-06 -0.000832897 -0.000394019 -0.000863256 0.00012095 -0.00284917 0.000111822 5.29456e-05 0.00132261 0.00308902 -2.39602e-05 -0.000894636 7.4886e-05
internal_weight=0 3648 3575 415 367 310 207 103 3160 3071 176 111 2895 296 2599
internal_count=3738 3648 3575 415 367 310 207 103 3160 3071 176 111 2895 296 2599
is_linear=0
shrinkage=0.0995203


Tree=2857
num_leaves=15
num_cat=0
split_feature=20 12 0 3 3 17 2 8 8 9 8 8 0 8
split_gain=0.0335088 0.0373152 0.030269 0.0569366 0.0289646 0.019415 0.0253733 0.0232958 0.0345559 0.210966 0.0349501 0.0232426 0.0867752 0.0295338
threshold=-0.23598 0.097490000000000021 -0.229625 0.090595000000000023 0.10377500000000002 0.51734000000000024 -0.077604999999999993 -0.087129999999999999 -0.085385000000000003 0.083955000000000016 -0.084554999999999991 -0.10337499999999999 -0.078479999999999994 -0.48834
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 7 -7 11 9 -9 -10 13 -13 -4
right_child=1 -3 5 -5 -6 6 -8 8 10 -11 -12 12 -14 -15
leaf_value=-0.0035554472236176238 0.0038783023546693804 0.0027556691298221024 -0.0013420375286029857 -0.0001247074971523881 -0.00013193888274017892 -0.0029037692923966803 0.00024039046194880079 0.0061211608789519647 -0.001792967702591375 -0.00084614257414087409 0.00013941320680474988 -0.00044043115379271053 -0.0047918072545951092 0.00061874906182442116
leaf_weight=48 57 50 100 91 51 53 48 64 97 131 2080 501 50 317
leaf_count=48 57 50 100 91 51 53 48 64 97 131 2080 501 50 317
internal_value=0 5.5555e-05 1.77103e-05 0.00141146 -0.00180009 -4.19981e-05 -0.00140141 -6.44966e-07 0.000167012 0.00143637 5.29366e-05 -0.00041232 -0.000836779 0.000146573
internal_weight=0 3639 3589 148 99 3441 101 3340 2372 195 2177 968 551 417
internal_count=3738 3639 3589 148 99 3441 101 3340 2372 195 2177 968 551 417
is_linear=0
shrinkage=0.0995203


Tree=2858
num_leaves=17
num_cat=0
split_feature=20 12 0 3 3 3 18 5 3 18 3 18 18 0 6 20
split_gain=0.0271965 0.0302584 0.0245246 0.0468794 0.0320563 0.0234597 0.0181086 0.0555579 0.0675408 0.0413512 0.0454439 0.0264404 0.0848946 0.0698167 0.0434467 0.024259
threshold=-0.23598 0.097490000000000021 -0.229625 0.089395000000000016 0.10648500000000002 0.10377500000000002 0.11570500000000002 -0.071539999999999992 0.10502000000000002 0.12487500000000003 0.097880000000000023 0.10085500000000001 0.09679500000000002 -0.087184999999999999 0.091495000000000007 0.096815000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 -1 11 8 -8 -9 -11 12 15 -13 -15 -4
right_child=1 -3 6 4 -6 -7 7 9 -10 10 -12 13 -14 14 -16 -17
leaf_value=-0.0032016086379965331 0.0038671759775904045 0.0024814243648983189 0.00010756774515085239 -0.0016587739266950706 0.0018882511518481676 -0.0001188082609424281 -0.0048606310493210991 0.0028027994864520613 0.00017987973853004092 -0.0023453848452750746 0.00078634707277751618 0.0044547314605794808 -0.0040927064314875599 -0.0024037790816499741 0.0018128044664341406 -0.0012442211758441608
leaf_weight=48 47 50 2768 52 49 51 59 46 47 79 109 48 50 46 51 138
leaf_count=48 47 50 2768 52 49 51 59 46 47 79 109 48 50 46 51 138
internal_value=0 4.99814e-05 1.58797e-05 0.00127044 5.39549e-05 -0.00162177 -3.78421e-05 -0.000727443 -0.00261797 0.00012545 -0.000525293 3.75032e-05 -2.65868e-05 0.0013497 -0.000178373 4.30923e-05
internal_weight=0 3639 3589 148 101 99 3441 340 106 234 188 3101 2956 145 97 2906
internal_count=3738 3639 3589 148 101 99 3441 340 106 234 188 3101 2956 145 97 2906
is_linear=0
shrinkage=0.0995203


Tree=2859
num_leaves=12
num_cat=0
split_feature=6 3 12 35 18 18 18 0 17 5 17
split_gain=0.0200783 0.0399837 0.0293678 0.0197388 0.0229769 0.0333471 0.0367987 0.0334434 0.028227 0.0342545 0.0271694
threshold=0.14653500000000005 0.10850000000000003 0.097490000000000021 -0.084154999999999994 -0.096219999999999986 -0.10726999999999999 -0.12363 -0.062294999999999996 -0.56005499999999986 0.40898000000000007 -0.078119999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -5 -6 10 -10
right_child=1 -3 -4 4 8 -7 -8 -9 9 -11 -12
leaf_value=-0.001987384630971156 0.00080585398868170165 -0.0026176864933563884 0.0024701951711831103 -9.3192288755295362e-05 -0.0021276640506740414 0.0024152256825713527 -0.0016714781547868206 0.0019086528523518985 -0.00062807328680269578 0.0026217833587591074 0.00010478767041175111
leaf_weight=48 58 80 49 198 64 89 77 141 645 48 2241
leaf_count=48 58 80 49 198 64 89 77 141 645 48 2241
internal_value=0 -0.00117288 5.03175e-05 1.66952e-05 4.43899e-05 0.000665546 0.000289247 0.000737019 -5.99681e-05 -1.45859e-05 -5.87178e-05
internal_weight=0 138 3600 3551 3503 505 416 339 2998 2934 2886
internal_count=3738 138 3600 3551 3503 505 416 339 2998 2934 2886
is_linear=0
shrinkage=0.0995203


Tree=2860
num_leaves=14
num_cat=0
split_feature=10 21 3 0 26 3 0 0 0 5 0 21 0
split_gain=0.0271091 0.0231022 0.0230508 0.0563926 0.0323383 0.0831653 0.049441 0.0431934 0.0484604 0.0507068 0.0413151 0.0284413 0.0358515
threshold=0.091080000000000022 -0.10223999999999998 0.15537500000000004 -0.057604999999999996 0.11624000000000002 0.090905000000000027 -0.050054999999999995 -0.038659999999999993 -0.052884999999999995 0.11083500000000003 -0.071484999999999993 0.09266000000000002 0.042275000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 7 -6 10 8 9 -3 -7 12 -9
right_child=-2 2 3 -5 5 6 -8 11 -10 -11 -12 -13 -14
leaf_value=0.0016852836697327279 -0.0018614473680994385 -0.00020624255530475927 0.0036950596727647806 -0.00043703476667425066 -0.0046742372166875346 -0.00071683985314974935 -0.0033244125890050653 0.0030506033845135467 -0.0025160901501010456 0.0011103181052184382 0.0020472019602834658 -0.0010891076903278521 0.00069232506559768997
leaf_weight=79 79 2372 55 80 52 154 46 93 81 330 82 52 208
leaf_count=79 79 2372 55 80 52 154 46 93 81 330 82 52 208
internal_value=0 1.55537e-06 -3.51148e-05 0.00124035 -8.49725e-05 -0.00101594 -0.00033846 1.39196e-05 -0.000117357 -4.51457e-05 0.000240079 0.00105121 0.00142368
internal_weight=0 3684 3605 135 3470 334 282 3136 2783 2702 236 353 301
internal_count=3763 3684 3605 135 3470 334 282 3136 2783 2702 236 353 301
is_linear=0
shrinkage=0.0995203


Tree=2861
num_leaves=19
num_cat=0
split_feature=3 6 7 9 9 3 21 5 0 4 4 6 21 9 9 9 6 21
split_gain=0.0233085 0.0750131 0.0347219 0.0390012 0.0355795 0.0606526 0.0212918 0.0717362 0.027546 0.0225615 0.0862839 0.0544996 0.0321258 0.036442 0.0702157 0.0386344 0.0271009 0.0568754
threshold=0.083875000000000019 0.085760000000000017 0.020750000000000005 0.08846500000000003 -0.081559999999999994 -0.0043349999999999994 -0.085914999999999991 -0.010764999999999999 -0.106285 0.11860000000000002 0.11355500000000003 -0.45687499999999998 0.14970000000000003 0.083955000000000016 0.083110000000000031 0.084235000000000018 -0.25061999999999995 0.10683000000000002
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 7 8 -2 10 12 -11 13 14 -8 -15 -13 -18
right_child=6 -3 -4 -5 5 -7 9 -9 -10 11 -12 16 -14 15 -16 -17 17 -19
leaf_value=-0.0016289860328010735 -0.0022021044715390707 -0.0034583922783659642 0.0024047556363602234 -0.0030063160523603927 0.0039465417462731358 -0.00049289379376028634 0.0002827098822281624 0.0040080596144254268 0.0010312940799235067 0.0036017658415571133 -0.0035625216325186554 -0.0016149548829534855 -0.0025544859199158158 -0.0027010619072168436 0.0033280671036461781 -7.5583510000247367e-05 0.003209241918310124 -0.00081773145983239843
leaf_weight=76 46 81 48 50 47 86 513 57 60 57 69 62 48 57 88 2176 60 82
leaf_count=76 46 81 48 50 47 86 513 57 60 57 69 62 48 57 88 2176 60 82
internal_value=0 -0.000764279 -5.07877e-05 -0.00050903 8.44904e-05 0.00106978 5.01089e-05 0.00115976 -0.000364156 -5.94775e-06 -8.46419e-05 0.000880673 -1.09146e-06 4.18671e-05 0.000729981 -0.000142969 0.000116353 0.000878042
internal_weight=0 388 307 259 209 133 3375 163 106 3212 2951 261 2882 2834 601 2233 204 142
internal_count=3763 388 307 259 209 133 3375 163 106 3212 2951 261 2882 2834 601 2233 204 142
is_linear=0
shrinkage=0.0995203


Tree=2862
num_leaves=16
num_cat=0
split_feature=6 3 3 8 6 2 7 3 6 0 2 18 26 8 0
split_gain=0.0224212 0.0704681 0.0672515 0.0390283 0.0343756 0.105305 0.0235248 0.0297968 0.113952 0.0380171 0.0424999 0.0200609 0.0199911 0.0394904 0.0263643
threshold=0.11642500000000001 0.096775000000000014 0.10214500000000003 -0.050299999999999997 0.10681500000000003 -0.07360499999999999 0.093110000000000012 0.083875000000000019 0.085760000000000017 0.019150000000000004 -0.081344999999999987 -0.47082499999999999 -0.23202999999999999 0.10528000000000003 -0.083039999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 6 -6 7 8 9 10 -1 -9 14 -14 -13
right_child=1 2 3 -5 5 -7 -8 11 -10 -11 -12 12 13 -15 -16
leaf_value=0.0021491843816490441 0.0033870224694141247 -0.0033560615105762428 0.0027536200829671067 -0.00066542928649366911 0.0010793564302419966 -0.00535341942848071 0.0019617289999973716 0.0020885080800650724 -0.00466921580103467 -0.0023090952459717839 -0.00059031690387516809 0.0002354035412969491 -1.5057838559128855e-05 0.0024851083215198899 -0.0031008221007579537
leaf_weight=92 77 49 63 69 54 47 57 46 66 61 143 46 2782 64 47
leaf_count=92 77 49 63 69 54 47 57 46 66 61 143 46 2782 64 47
internal_value=0 0.000864723 -0.000203777 0.000960188 -9.64578e-05 -0.00190601 -4.25261e-05 -7.69036e-05 -0.000929647 -9.30581e-05 0.000478685 2.6237e-05 -5.76231e-06 4.08776e-05 -0.00144184
internal_weight=0 258 181 132 3505 101 3404 3347 362 296 235 2985 2939 2846 93
internal_count=3763 258 181 132 3505 101 3404 3347 362 296 235 2985 2939 2846 93
is_linear=0
shrinkage=0.0995203


Tree=2863
num_leaves=24
num_cat=0
split_feature=17 21 20 8 8 8 18 26 26 6 6 1 6 1 17 6 1 2 20 20 2 17 1
split_gain=0.0191598 0.0617902 0.042945 0.0366768 0.143634 0.063102 0.0486219 0.0408738 0.0485959 0.0270863 0.0600933 0.0756969 0.0592851 0.0312283 0.0384612 0.0463662 0.038776 0.0249548 0.024872 0.0358814 0.125226 0.0563792 0.0121393
threshold=-0.13530499999999998 -0.083784999999999984 1.0000000180025095e-35 -0.082014999999999991 -0.079434999999999992 -0.084394999999999984 -0.018629999999999997 0.11127500000000003 0.095385000000000011 -0.015744999999999999 -0.045589999999999999 0.18123500000000006 -0.011749999999999998 0.15756500000000004 0.51544000000000012 -0.0093650000000000001 -0.018369999999999997 -0.15197999999999998 -0.092114999999999989 -0.081254999999999994 -0.082294999999999993 -0.05543 -0.088174999999999989
decision_type=2 2 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 6 -3 8 -6 10 17 -12 -11 14 15 -14 -17 -2 -19 20 -20 -21 -8
right_child=9 2 -4 4 7 -7 22 -9 -10 12 11 -13 13 -15 -16 16 -18 18 19 21 -22 -23 -24
leaf_value=0.0038177326383344273 -0.0020805835634085147 0.0027596301018601049 -0.0020260742951670801 0.0054693900621389964 0.00034113844200226313 -0.0039820873101305363 3.3993895442965149e-05 0.0030872015137407391 -0.0029848082063185224 -0.0038294213777286638 0.0053309016557469393 -1.0739701125841617e-05 0.0024482990034421395 0.0019721766609610914 0.002158525232102386 -0.00039992713737056404 -0.0019436641683149495 0.0018668693170432835 0.0028925943362137318 0.0020235735645523041 -0.003222379635244731 -0.00013455982483980681 -0.0022111500382040665
leaf_weight=49 55 50 79 59 388 46 47 46 49 49 49 56 51 57 56 1230 186 73 47 143 112 739 47
leaf_count=49 55 50 79 59 388 46 47 46 49 49 49 56 51 57 56 1230 186 73 47 143 112 739 47
internal_value=0 0.000385021 0.00017661 0.00041545 0.000833266 -0.000772118 0.000247605 0.000265253 -2.99208e-05 -0.000149728 0.00019358 0.00247423 -0.000418723 -0.00031243 -0.000398472 -0.000496638 -0.000603284 -1.05691e-05 9.08962e-05 -3.28574e-05 -0.00140966 0.000214414 -0.00107987
internal_weight=0 860 811 732 542 190 144 483 437 2903 1274 105 1629 1580 1523 1467 1416 1169 1114 1041 159 882 94
internal_count=3763 860 811 732 542 190 144 483 437 2903 1274 105 1629 1580 1523 1467 1416 1169 1114 1041 159 882 94
is_linear=0
shrinkage=0.0995203


Tree=2864
num_leaves=20
num_cat=0
split_feature=3 3 21 3 17 3 3 3 3 17 17 26 0 17 9 9 8 8 21
split_gain=0.0230874 0.0402372 0.0595106 0.0300993 0.0404901 0.126614 0.0746884 0.0698232 0.105546 0.0561832 0.0517756 0.0374118 0.216881 0.0476392 0.0277123 0.0397437 0.0327281 0.0226428 0.0151985
threshold=0.12212000000000002 0.13085500000000003 0.097380000000000022 0.11868500000000003 -0.022884999999999999 0.11604000000000002 0.11523000000000001 0.11125500000000002 0.10792500000000002 -0.036600000000000001 -0.012064999999999999 0.11377500000000003 -0.071340000000000001 -0.14169499999999999 -0.02614 0.11222500000000002 -0.080364999999999992 -0.44475499999999996 0.015410000000000002
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 9 7 8 10 11 -6 13 -13 -1 16 18 17 -3 -16
right_child=1 14 -4 -5 6 -7 -8 -9 -10 -11 -12 12 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.00043874459792309794 2.8205475758780962e-05 0.0015832888051539023 0.0048761925378552106 -0.0019218329310022792 -0.0020859674684072242 0.0051894476616663257 -0.0039887857589331818 0.0029196442468508959 -0.00481435817215012 0.0027988216157994153 -4.1112338703193668e-05 -0.0066696632859981463 0.0025180247844337972 0.00081131322513043776 -0.00035163131126737622 0.0011543539129546976 0.0031890616942118659 -0.0014269324306502382 -0.0026449485695642359
leaf_weight=602 51 51 50 85 134 52 54 67 51 77 1458 48 54 605 49 78 53 48 72
leaf_count=602 51 51 50 85 134 52 54 67 51 77 1458 48 54 605 49 78 53 48 72
internal_value=0 0.000685212 0.00243631 -7.33302e-05 -2.40043e-05 0.000367684 -0.00034377 -0.000228185 -0.000357049 0.00018619 -0.000213744 3.188e-05 -0.00179757 0.00018716 0.000179003 -0.000591089 0.0011926 0.000115519 -0.00172302
internal_weight=0 452 101 3287 3202 1438 1764 1710 1643 1386 1592 1309 102 1207 351 199 152 99 121
internal_count=3739 452 101 3287 3202 1438 1764 1710 1643 1386 1592 1309 102 1207 351 199 152 99 121
is_linear=0
shrinkage=0.0995203


Tree=2865
num_leaves=11
num_cat=0
split_feature=7 8 9 0 9 21 8 17 9 17
split_gain=0.0210839 0.0383954 0.0513247 0.0313235 0.063539 0.0302599 0.0646937 0.0407723 0.0715613 0.0305627
threshold=-0.074779999999999999 -0.51030999999999993 -0.20504500000000001 0.12433000000000002 0.092855000000000021 -0.091104999999999992 -0.01187 -0.55157999999999996 0.084055000000000032 -0.53166999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 -4 8 -7 -9
right_child=1 2 3 4 -6 7 -8 9 -10 -11
leaf_value=0.0016795778870444852 0.0023080613636680121 -0.0028115925286691626 0.00042093444967447477 0.004108077797711814 -0.00044058462197024662 0.0011560495641227545 -0.0044350818919131384 0.0018023402278553404 -0.0039153960514800041 -5.0537619817312444e-07
leaf_weight=74 69 66 62 54 69 46 48 96 68 3087
leaf_count=74 69 66 62 54 69 46 48 96 68 3087
internal_value=0 -1.70381e-05 -6.18797e-05 -1.02367e-05 0.00154973 -6.67953e-05 -0.00169061 -1.23705e-05 -0.00186184 5.36117e-05
internal_weight=0 3665 3596 3530 123 3407 110 3297 114 3183
internal_count=3739 3665 3596 3530 123 3407 110 3297 114 3183
is_linear=0
shrinkage=0.0995203


Tree=2866
num_leaves=28
num_cat=0
split_feature=9 8 17 36 0 0 20 1 1 3 17 6 17 1 6 0 9 2 2 2 17 1 8 1 20 21 21
split_gain=0.0182411 0.0378781 0.0445796 0.0543961 0.127482 0.0320281 0.032345 0.0261404 0.0512675 0.0659655 0.0392621 0.0892524 0.054481 0.0530052 0.0520369 0.0598765 0.0517137 0.0471216 0.10739 0.0688657 0.0459637 0.0385212 0.0367603 0.0473251 0.0445796 0.11335 0.0362716
threshold=-0.040564999999999997 -0.51030999999999993 0.077740000000000017 0.088530000000000025 0.024745000000000007 -0.066264999999999991 -0.079225000000000004 -0.0032650000000000001 0.0022300000000000006 0.087745000000000031 -0.022884999999999999 -0.094839999999999994 -0.036600000000000001 -0.0084199999999999987 0.11642500000000001 -0.090789999999999996 0.091965000000000033 -0.082404999999999992 -0.081604999999999997 -0.083974999999999994 0.41239500000000012 -0.075804999999999997 -0.16443499999999997 0.005935000000000001 -0.049389999999999996 0.11639500000000003 0.11585500000000003
decision_type=2 2 2 2 2 2 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 6 -3 10 9 -9 12 -12 13 17 15 21 -17 19 -19 -2 -16 -13 -10 -24 25 -25 -26
right_child=7 2 -4 -5 -6 -7 -8 8 22 -11 11 14 -14 -15 20 16 -18 18 -20 -21 -22 -23 23 24 26 -27 -28
leaf_value=0.0032016671172537623 0.00035078736489452977 0.0014760554388150273 0.0029039027740541531 0.0030078734465322273 -0.0050778331637959086 0.0021900403131613257 -0.0014806752955907401 -0.0052054532440011228 -0.0024581060601954778 -0.00065467847316218446 -0.0042846320787511931 -0.00027006850986861775 0.0032168384611776166 0.0029248476342263663 0.0043504883895728484 -0.001059045285280544 0.00068510706984987156 -0.0051969129774529083 -8.695417299344011e-05 0.0037758676147802888 0.00021181510851944667 0.0035286724969871403 0.0024378565001139806 -0.0021402675245752946 0.00095683688622970906 0.0020946565597530918 -0.0015085117541701503
leaf_weight=50 560 57 55 46 53 66 102 49 66 90 53 46 70 74 46 647 227 46 359 65 64 61 71 253 307 83 73
leaf_count=50 560 57 55 46 53 66 102 49 66 90 53 46 70 74 46 647 227 46 359 65 64 61 71 253 307 83 73
internal_value=0 0.000625458 0.000283428 -0.000158879 -0.000685819 0.000345107 -0.000415567 -6.42147e-05 -0.000491893 -0.0022648 0.000118459 -0.000296002 0.000523027 0.000351482 -0.000101487 -0.000332353 -0.000605108 0.000165805 -0.000669366 0.000708306 0.00194998 0.00188792 -0.000202031 -1.17897e-05 -0.000255845 -0.0010917 0.000481076
internal_weight=0 429 379 324 278 225 159 3310 992 139 2318 1144 1174 1104 1091 981 874 1030 405 625 110 107 853 787 716 336 380
internal_count=3739 429 379 324 278 225 159 3310 992 139 2318 1144 1174 1104 1091 981 874 1030 405 625 110 107 853 787 716 336 380
is_linear=0
shrinkage=0.0995203


Tree=2867
num_leaves=13
num_cat=0
split_feature=21 6 21 1 21 26 21 2 35 3 1 9
split_gain=0.0165428 0.027763 0.0273235 0.0259882 0.0183766 0.0323608 0.0233692 0.0948693 0.0214354 0.0252206 0.0242299 0.021403
threshold=-0.08564999999999999 1.0000000180025095e-35 -0.083784999999999984 -0.0083149999999999995 -0.032929999999999994 0.087495000000000031 -0.0050399999999999993 -0.086304999999999993 -0.083194999999999991 1.0000000180025095e-35 0.49737500000000007 -0.063329999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -4 7 -6 -8 10 -10 -11
right_child=2 -3 4 -5 6 -7 8 -9 9 11 -12 -13
leaf_value=-0.00058702981153637465 0.0021308771814211045 0.00072532395589708853 -0.0022871288974862384 -0.0036966375523818915 0.0042053111927643607 0.00086796680689781773 0.0020836005091500001 -0.0013158254616624781 -0.0027071292954342647 0.00090445730888841312 0.00018280918649968899 -3.9077674334719512e-05
leaf_weight=65 62 63 86 46 61 51 49 62 66 260 50 2818
leaf_count=65 62 63 86 46 61 51 49 62 66 260 50 2818
internal_value=0 -0.000933948 5.97626e-05 -0.00188307 2.2872e-05 -0.00110663 6.90871e-05 0.00141564 1.77627e-05 -1.36736e-05 -0.00145441 4.03572e-05
internal_weight=0 174 3565 111 3503 137 3366 123 3243 3194 116 3078
internal_count=3739 174 3565 111 3503 137 3366 123 3243 3194 116 3078
is_linear=0
shrinkage=0.0995203


Tree=2868
num_leaves=17
num_cat=0
split_feature=3 19 2 21 3 17 5 9 3 9 9 9 4 2 4 9
split_gain=0.0303578 0.0576239 0.0452961 0.0938338 0.0377872 0.0352297 0.0470681 0.0744739 0.121273 0.0502434 0.0281799 0.0388354 0.0373161 0.0728825 0.0600863 0.0426707
threshold=0.12212000000000002 -0.050215000000000003 -0.06454 0.10009000000000003 0.11978500000000002 0.12439000000000001 -0.48081999999999997 0.11351500000000002 0.17152000000000003 -0.063329999999999984 0.11408000000000003 0.13087500000000005 0.11474000000000002 0.12875500000000004 0.12577000000000002 0.10892000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 10 6 -4 8 9 -8 12 -12 13 15 -14 -3
right_child=2 4 5 -5 -6 -7 7 -9 -10 -11 11 -13 14 -15 -16 -17
leaf_value=-0.0026476147783890992 -0.00075542130039485042 5.1040841403936439e-05 -0.0028174760681247612 0.0052051386744271615 -0.0027058924167119814 0.0024348085261530223 0.0015725874598603914 -0.0029445501668625088 0.005368891379532806 -0.0023292790725128729 0.0028726296406828165 -0.00061853201010366365 0.0045320067800829478 -0.0033729360646041389 -0.00020334681999127448 -0.0027734497187011744
leaf_weight=83 46 2790 55 60 50 61 69 51 53 62 79 52 46 65 62 54
leaf_count=83 46 2790 55 60 50 61 69 51 53 62 79 52 46 65 62 54
internal_value=0 -5.87164e-05 0.000806948 0.00261076 8.21923e-06 0.000259875 -0.000194789 0.000415548 0.00135133 -0.000267849 5.15878e-05 0.00148058 -1.01884e-05 -7.78974e-05 0.00180598 -2.30093e-06
internal_weight=0 3281 457 106 3198 351 290 235 184 131 3148 131 3017 2909 108 2844
internal_count=3738 3281 457 106 3198 351 290 235 184 131 3148 131 3017 2909 108 2844
is_linear=0
shrinkage=0.0995203


Tree=2869
num_leaves=24
num_cat=0
split_feature=3 19 2 21 26 26 3 3 26 9 21 6 17 1 17 1 2 8 21 2 3 21 26
split_gain=0.0246086 0.046723 0.0366984 0.0761251 0.0326125 0.0736867 0.0580282 0.131684 0.0846595 0.167759 0.0513461 0.0571139 0.122091 0.0979936 0.0285703 0.049157 0.0409703 0.0284252 0.026614 0.0568555 0.0460227 0.0133652 0.0128377
threshold=0.12212000000000002 -0.050215000000000003 -0.06454 0.10009000000000003 0.091570000000000026 0.09112000000000002 0.092735000000000026 0.091545000000000029 0.11215000000000001 0.09055500000000001 0.10787500000000003 0.041585000000000011 -0.041415 -0.011484999999999999 0.12439000000000001 0.50996500000000011 0.0066850000000000008 -0.44475499999999996 0.10683000000000002 -0.080484999999999987 0.11492500000000001 0.09266000000000002 -0.076124999999999998
decision_type=2 2 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 17 7 8 9 -6 11 13 -13 -8 15 16 22 -3 20 -20 -19 -18 -4
right_child=2 4 14 -5 6 -7 10 -9 -10 -11 -12 12 -14 -15 -16 -17 21 18 19 -21 -22 -23 -24
leaf_value=-0.0023841236082657331 -0.00068024163359061091 -0.002491573174871239 0.00034072977635049763 0.0046871224496203585 0.0016153253088762038 -0.0038829304334649325 -0.0057031017142977073 0.0063607129171084501 0.0033313590797253117 -0.0049490040219176386 0.0022353227787419894 0.004756125700605668 -0.00068618743861857668 -0.00028843428224700442 0.0021924959036594464 -0.0026622039296519814 0.0028024649259083315 -3.7775695161640854e-05 0.00066208275016369227 -0.0030518156590116077 0.0024882150046813519 0.00067882949987873654 -0.0018406855247693377
leaf_weight=83 46 48 46 60 119 52 50 49 84 57 78 50 222 99 61 62 61 2053 78 85 74 59 62
leaf_count=83 46 48 46 60 119 52 50 49 84 57 78 50 222 99 61 62 61 2053 78 85 74 59 62
internal_value=0 -5.29226e-05 0.000726462 0.00235017 7.32481e-06 -0.000177203 0.000554155 0.00162608 0.000730633 -0.000505972 -0.00010798 -0.000544076 0.000311229 -0.00211093 0.00023378 -0.000175404 0.000497242 -9.44325e-05 -4.38292e-05 -0.00126959 4.97207e-05 0.00176517 -0.000903985
internal_weight=0 3281 457 106 3198 2390 808 309 260 176 499 421 272 149 351 290 228 2338 2290 163 2127 120 108
internal_count=3738 3281 457 106 3198 2390 808 309 260 176 499 421 272 149 351 290 228 2338 2290 163 2127 120 108
is_linear=0
shrinkage=0.0995203


Tree=2870
num_leaves=28
num_cat=0
split_feature=1 6 1 1 5 1 6 5 1 18 2 9 17 2 17 1 2 6 19 5 9 5 5 5 18 17 17
split_gain=0.018675 0.0210809 0.0540242 0.143143 0.0722588 0.126767 0.106273 0.10224 0.0435396 0.0506739 0.045699 0.128053 0.106647 0.0739952 0.0612342 0.042624 0.0601895 0.0953333 0.0393388 0.0515065 0.113682 0.0451801 0.0502829 0.0324635 0.09548 0.0690682 0.0192754
threshold=-0.51744999999999985 0.086875000000000022 -0.07825 -0.080085000000000003 -0.082179999999999989 -0.082635 0.090710000000000027 -0.011764999999999999 -0.040439999999999997 0.091725000000000015 -0.081804999999999989 0.085610000000000019 -0.0065549999999999992 -0.086609999999999993 -0.081244999999999998 -0.07002499999999999 -0.078289999999999985 0.098855000000000012 -0.050215000000000003 0.40898000000000007 0.096535000000000024 0.22078000000000006 0.057175000000000011 -0.040404999999999996 -0.069565000000000002 0.093960000000000016 -0.12647999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 8 3 4 -3 7 -7 -6 9 10 12 14 13 -2 -12 16 -4 -18 -10 21 -21 22 -20 25 -25 -17 -1
right_child=1 2 15 -5 5 6 -8 -9 18 -11 11 -13 -14 -15 -16 23 17 -19 19 20 -22 -23 -24 24 -26 -27 -28
leaf_value=-0.00010030907325310698 -0.00042525880254371288 0.0040362160374555018 -0.0042042929219885438 0.0047095471655116232 0.0037493826402325023 -0.0067096178089380764 3.7690844863554117e-05 8.3949922935093531e-07 -0.0022465936707597436 0.0015200815135067703 -0.0026348028171501617 -0.0068759769617255688 -0.0037169475808449801 0.0035555363784592104 0.0012548065511972786 0.0010348135467185672 0.0017616742090623262 -0.0038377240469138576 2.7800571715297006e-05 0.0056964142227811767 -0.0007604816039505323 -0.0027667588752288102 0.0030910692438291623 0.0045657341379659174 -0.00068480360724262608 -0.0033503193175234672 0.0026554747527575339
leaf_weight=46 213 49 61 86 89 46 46 381 69 77 97 48 79 59 68 87 78 49 1534 51 57 55 55 56 88 60 54
leaf_count=46 213 49 61 86 89 46 46 381 69 77 97 48 79 59 68 87 78 49 1534 51 57 55 55 56 88 60 54
internal_value=0 8.2312e-07 0.000347676 0.000907257 0.000370733 4.96882e-05 -0.00332707 0.000712412 -0.000164522 -0.000870035 -0.0011978 -0.00234881 -0.000496987 0.000435213 -0.00102685 -0.000464868 -0.00163351 -0.000392278 8.33714e-05 0.000175601 0.00228103 3.67902e-05 0.000134345 0.000287318 0.00135139 -0.000749468 0.00137963
internal_weight=0 3638 1176 697 611 562 92 470 2462 641 564 213 351 272 165 479 188 127 1821 1752 108 1644 1589 291 144 147 100
internal_count=3738 3638 1176 697 611 562 92 470 2462 641 564 213 351 272 165 479 188 127 1821 1752 108 1644 1589 291 144 147 100
is_linear=0
shrinkage=0.0995203


Tree=2871
num_leaves=16
num_cat=0
split_feature=21 3 9 21 21 0 0 19 2 3 3 26 1 1 4
split_gain=0.0195905 0.0338085 0.0214612 0.0191693 0.0498468 0.0407336 0.0582107 0.0617755 0.0582275 0.028606 0.075625 0.0557552 0.0442019 0.0872262 0.0555052
threshold=0.16638500000000003 0.16637500000000002 -0.042790000000000002 0.11280000000000003 0.10886500000000003 -0.12236 -0.079954999999999984 0.0069650000000000016 -0.07360499999999999 0.097095000000000029 0.096035000000000023 0.11275500000000002 0.11120500000000003 0.061835000000000008 0.10543500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 9 -5 -7 8 -8 10 11 -1 13 -11 -14
right_child=-2 2 -4 5 -6 6 7 -9 -10 12 -12 -13 14 -15 -16
leaf_value=-4.6303462213271726e-05 -0.0017644390228231867 0.00040686304921054453 0.0034695310182225486 0.0030937211586279266 -0.0028505160778036914 -0.0026858559592541236 0.00052504216138857045 -0.0013698343152782626 0.0049222365939224225 -0.00057035013846999888 0.003414610071142249 0.0019483343634845004 0.0022725484677393062 -0.0049697989573463794 -0.00056938552931935543
leaf_weight=2019 59 46 46 60 62 54 73 69 51 652 70 149 116 48 164
leaf_count=2019 59 46 46 60 62 54 73 69 51 652 70 149 116 48 164
internal_value=0 6.32424e-05 0.0019471 1.46967e-05 -5.54558e-05 0.000766876 0.000198335 0.00100955 0.00234017 -1.35001e-06 0.000194744 9.04043e-05 -0.000450001 -0.000873196 0.000605064
internal_weight=0 3679 92 3587 3280 307 247 193 124 3218 2238 2168 980 700 280
internal_count=3738 3679 92 3587 3280 307 247 193 124 3218 2238 2168 980 700 280
is_linear=0
shrinkage=0.0995203


Tree=2872
num_leaves=11
num_cat=0
split_feature=27 6 30 8 12 27 27 0 36 1
split_gain=0.0219843 0.0375424 0.0366669 0.0209622 0.0234464 0.022763 0.0460004 0.0335593 0.026465 0.0438766
threshold=-0.032854999999999995 -0.03764 0.11290000000000001 -0.51030999999999993 0.094205000000000025 0.07692000000000003 0.085540000000000019 -0.063914999999999986 0.088355000000000031 0.50644500000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 8 -7 -8 9 -5
right_child=2 -3 -4 4 -6 6 7 -9 -10 -11
leaf_value=0.0033524431189037593 0.0017722037409767619 -0.00065640810851394634 -0.0024263710956430578 -0.00024634265411978973 -0.0023880323815654281 0.0026810831600840132 0.00058461084493376385 -0.0019675184732029461 0.002108315961682487 -0.0032501689209742048
leaf_weight=46 54 46 73 3012 48 80 214 67 46 49
leaf_count=46 54 46 73 3012 48 80 214 67 46 49
internal_value=0 0.00133912 -0.000217552 -0.000172156 -0.000202251 -0.000171762 0.000575539 -2.09909e-05 -0.000258854 -0.000294695
internal_weight=0 92 3643 3570 3516 3468 361 281 3107 3061
internal_count=3735 92 3643 3570 3516 3468 361 281 3107 3061
is_linear=0
shrinkage=0.0995203


Tree=2873
num_leaves=23
num_cat=0
split_feature=18 5 21 0 5 18 1 3 18 18 3 18 26 18 5 5 7 6 6 18 0 0
split_gain=0.0232296 0.0772703 0.0531972 0.0698784 0.0567281 0.0987344 0.112833 0.0481311 0.0348049 0.0861443 0.128328 0.0943015 0.162217 0.0596598 0.0416272 0.131268 0.0305739 0.0316978 0.126879 0.0505206 0.0494395 0.0323737
threshold=-0.074709999999999985 -0.02504 -0.085914999999999991 -0.13752999999999999 -0.014739999999999998 -0.087529999999999983 -0.074694999999999998 0.084235000000000018 -0.013125 -0.015979999999999998 0.085355000000000028 -0.030229999999999996 0.086255000000000012 -0.011569999999999999 -0.035924999999999999 0.022285000000000003 0.086645000000000028 0.089090000000000016 0.089725000000000013 -0.0097449999999999985 -0.071799999999999989 0.019150000000000004
decision_type=2 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 -7 -6 9 10 -2 14 -13 -10 -12 -16 17 19 -19 -15 -20 -21
right_child=8 2 3 4 5 6 -8 -9 13 -11 11 12 -14 16 15 -17 -18 18 20 21 -22 -23
leaf_value=0.003223442489034748 -0.0055709078881564242 0.0027219707557771485 -0.0036766305762850641 -0.0024656939631424778 0.0027535505499238591 0.0063725328906603087 0.00035994715751006847 -0.00045450530535045105 0.0031768539726627731 -0.0048795576093286367 0.0012248465430603924 -0.0011202769835748289 0.0067104369427218686 0.0030012880180815757 -0.0062425523827950007 -0.00027099662459220577 0.0021712128950137047 -0.0059737264101511591 -0.0012947459081447362 -1.9115017535764764e-05 0.00089387795317475826 -0.0014607134886519401
leaf_weight=79 46 66 54 83 50 52 77 623 52 53 63 56 49 51 48 153 51 46 273 1373 163 174
leaf_count=79 46 66 54 83 50 52 77 623 52 53 63 56 49 51 48 153 51 46 273 1373 163 174
internal_value=0 0.000226512 -8.25343e-06 -0.000201026 1.01199e-05 0.000267366 0.00278997 -0.000214949 -0.000320011 -0.0010991 -0.000614324 1.35229e-06 0.00252626 -0.000152612 -0.000999772 -0.00170111 -0.000234241 -0.000293614 -0.00100115 -7.96892e-05 -0.000474644 -0.000181789
internal_weight=0 1084 1005 939 885 802 129 673 2651 468 415 369 105 2183 264 201 2131 2080 482 1598 436 1547
internal_count=3735 1084 1005 939 885 802 129 673 2651 468 415 369 105 2183 264 201 2131 2080 482 1598 436 1547
is_linear=0
shrinkage=0.0995203


Tree=2874
num_leaves=23
num_cat=0
split_feature=11 2 2 21 17 17 17 17 6 6 6 1 6 1 5 17 5 17 20 4 20 1
split_gain=0.0198885 0.0235836 0.0718968 0.0469841 0.0432754 0.0782001 0.0703476 0.0656826 0.0452209 0.074177 0.0705535 0.0637527 0.0360831 0.087771 0.0305564 0.062452 0.117036 0.0524163 0.0642705 0.0275187 0.0208965 0.00989709
threshold=-0.364875 -0.078289999999999985 -0.078994999999999996 -0.088829999999999992 -0.062765000000000001 -0.040589999999999994 -0.029114999999999999 -0.011174999999999999 -0.085885000000000003 -0.092579999999999996 -0.07664 -0.0057250000000000001 0.11596500000000003 -0.067015000000000005 -0.055004999999999991 0.0021900000000000005 -0.010074999999999999 -0.065004999999999993 -0.053499999999999999 0.10386500000000003 0.0040650000000000018 -0.052259999999999994
decision_type=2 2 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 8 -6 -7 -8 9 20 -10 -12 14 -14 17 19 -17 -5 -19 -16 -2 -15
right_child=1 3 -4 12 5 6 7 -9 10 -11 11 -13 13 21 15 16 -18 18 -20 -21 -22 -23
leaf_value=-0.0017393396196724669 -0.0012321087307690219 0.003142158710950567 -0.0035964581525788509 -0.0020829569652268953 -0.003989816204801171 0.0032101123765002075 -0.0024614856459705273 -0.00025908603810380782 -0.0037031774954913873 0.0050612308046361605 0.00053296698718629805 -0.00316342308532739 -0.0016956031311475847 0.0041678154952903054 0.00034063957223752039 -0.00018007198145180892 -0.0055877834263523057 0.0023926824653361378 8.4825542046917173e-05 -0.0014722519145223423 0.00176453017788106 0.0022419945869994978
leaf_weight=76 46 51 65 78 65 50 160 837 48 49 605 50 59 46 409 105 64 158 494 104 46 70
leaf_count=76 46 51 65 78 65 50 160 837 48 49 605 50 59 46 409 105 64 158 494 104 46 70
internal_value=0 -0.000111799 -0.000339396 0.000168515 -0.000230742 -0.000638798 -0.000429978 -0.000613351 0.000305918 0.00193257 -1.91735e-05 0.00024955 7.24376e-05 0.00142068 -9.40805e-05 -0.000573515 -0.00223281 0.000352708 0.000645347 -2.52905e-05 0.000257313 0.00301274
internal_weight=0 3659 2021 1638 1956 1112 1047 997 844 141 703 655 1587 175 1412 682 169 730 652 513 92 116
internal_count=3735 3659 2021 1638 1956 1112 1047 997 844 141 703 655 1587 175 1412 682 169 730 652 513 92 116
is_linear=0
shrinkage=0.0995203


Tree=2875
num_leaves=23
num_cat=0
split_feature=30 18 5 5 9 2 5 8 1 5 6 5 18 8 18 20 2 18 18 18 2 8
split_gain=0.0186351 0.0230485 0.0530928 0.0287905 0.0933107 0.0865668 0.0668723 0.111188 0.104714 0.0861958 0.0807351 0.0331083 0.0251819 0.201368 0.0695253 0.0803544 0.0662592 0.0611445 0.0468616 0.0514469 0.0448188 0.0380545
threshold=-0.020805000000000001 -0.077164999999999997 -0.031929999999999993 -0.011514999999999999 0.085495000000000029 -0.086254999999999984 0.066815000000000027 -0.077074999999999991 -0.062804999999999986 0.24444000000000005 0.091615000000000016 0.27287000000000011 -0.022504999999999997 -0.084044999999999995 -0.057764999999999997 -0.013254999999999999 -0.073884999999999992 -0.018864999999999996 -0.013125 -0.011569999999999999 -0.072624999999999981 0.15415000000000004
decision_type=2 2 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 7 10 -9 -8 -5 -11 13 -3 16 -16 -15 -14 -19 -20 -17 -21
right_child=1 12 3 6 -6 -7 9 8 -10 11 -12 -13 17 14 15 20 -18 18 19 21 -22 -23
leaf_value=0.0018585957542642025 0.0033071164682146608 -0.0056321405700119724 0.0031989279533437757 0.00088679653010657021 -0.0041172785230670977 -0.0022425189263082855 -0.0036607916903591098 0.0070260198942914843 0.0013608750354954385 0.0021618454368604232 -0.0037392804783683521 -0.00032866510451328053 0.0033586003941627287 -0.0037466135008690613 -0.0015987138635993004 0.0056196457325708767 0.00070504588742014156 -0.0025191686706850136 0.0029160114008801997 -0.00016500275549115819 0.0012225795857453115 -0.0023281244188258516
leaf_weight=46 53 76 61 199 64 55 72 53 84 64 46 303 47 65 48 46 67 88 52 2015 47 84
leaf_count=46 53 76 61 199 64 55 72 53 84 64 46 303 47 65 48 46 67 88 52 2015 47 84
internal_value=0 -0.000155763 0.000237117 7.37516e-05 -0.00106505 0.000611875 0.000324426 0.0012879 0.00355848 -0.000512083 1.48851e-05 0.000103417 -0.000313226 -0.00110112 0.000157271 0.00169664 -0.00148086 -0.000192582 -0.000267493 -0.000174993 0.00340628 -0.000251959
internal_weight=0 3689 1054 1001 180 116 821 382 137 439 245 367 2635 349 273 141 132 2286 2239 2151 93 2099
internal_count=3735 3689 1054 1001 180 116 821 382 137 439 245 367 2635 349 273 141 132 2286 2239 2151 93 2099
is_linear=0
shrinkage=0.0995203


Tree=2876
num_leaves=19
num_cat=0
split_feature=0 5 5 5 0 18 5 3 3 5 0 3 5 4 5 10 10 3
split_gain=0.0384771 0.0203173 0.0697447 0.0642093 0.159162 0.0483028 0.0367477 0.158468 0.109399 0.0440246 0.0703186 0.0343131 0.130103 0.06812 0.0624485 0.0310818 0.0459881 0.0270324
threshold=-0.26289499999999993 -0.039649999999999998 -0.043449999999999996 -0.02504 -0.085684999999999997 -0.037059999999999989 -0.11065499999999999 0.11978500000000002 0.10525500000000003 -0.14653999999999998 -0.09466999999999999 0.083815000000000014 -0.011514999999999999 0.076195000000000027 -0.018754999999999997 0.086165000000000019 0.055760000000000011 0.092395000000000019
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 -3 -2 9 8 -8 17 -11 12 -5 -14 -13 16 -16 -7
right_child=1 3 -4 11 -6 6 7 -9 -10 10 -12 14 13 -15 15 -17 -18 -19
leaf_value=0.0026783238249063366 0.0025388605559941704 -0.0017940542962944553 -0.0041453093923932574 0.0057187517785983128 0.0056904918866408864 -0.0010625925448708546 -0.00091342713841648506 -0.0065174431722240028 0.0031314395604485246 -0.00056774701561108812 0.0045711150308752526 -0.0027161712445252944 -0.0034230432465445185 0.0013102699930392849 -2.9706756032240115e-05 -0.0020200697070519879 0.0030066771313254515 0.00028988710824683203
leaf_weight=50 59 50 47 48 64 224 626 46 74 52 53 90 46 87 1566 74 51 421
leaf_count=50 59 50 47 48 64 224 626 46 74 52 53 90 46 87 1566 74 51 421
internal_value=0 -0.000100752 -0.000367135 0.000104415 0.00240062 -0.000252413 -0.000363044 -0.00085775 -0.000484657 0.000127933 0.00201836 -2.85867e-05 0.00127643 -0.000320661 -0.000161673 -2.52308e-05 6.55543e-05 -0.000178542
internal_weight=0 3678 1602 2076 114 1555 1496 746 700 750 105 1962 181 133 1781 1691 1617 645
internal_count=3728 3678 1602 2076 114 1555 1496 746 700 750 105 1962 181 133 1781 1691 1617 645
is_linear=0
shrinkage=0.0995203


Tree=2877
num_leaves=14
num_cat=0
split_feature=0 1 4 4 0 7 26 3 5 5 5 18 3
split_gain=0.0312012 0.0181786 0.017945 0.0556621 0.0444847 0.0302701 0.0315834 0.0317097 0.0248359 0.0816702 0.0689496 0.0367632 0.0310298
threshold=-0.26289499999999993 -0.53140500000000002 0.079660000000000022 0.083685000000000023 -0.13752999999999999 0.069395000000000026 0.09032500000000003 -0.15154999999999999 -0.039649999999999998 -0.02504 -0.045014999999999993 -0.031494999999999995 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 7 -5 10 -10 11 -6 -11
right_child=1 2 3 5 8 -7 -8 -9 9 12 -12 -13 -14
leaf_value=0.0024117764989498498 0.0014631950689835813 0.0022122777537374122 -0.0037233945380140162 -0.002835773263451542 0.0023468934892052571 0.0014198519406230419 -0.0024213862785278195 -0.00013728319638752805 0.0032217747693868452 0.0019989028574488388 -0.0038459057833723823 -0.00039945315008319384 -9.2252763875792559e-05
leaf_weight=50 73 88 50 46 51 90 77 709 83 74 56 885 1396
leaf_count=50 73 88 50 46 51 90 77 709 83 74 56 885 1396
internal_value=0 -9.07475e-05 -0.000122441 -0.000487908 1.21636e-05 -0.00031156 -0.000499836 -0.000302779 -6.35895e-05 0.000184508 -0.000452818 -0.000248938 1.24595e-05
internal_weight=0 3678 3605 972 2633 922 832 755 2545 1553 992 936 1470
internal_count=3728 3678 3605 972 2633 922 832 755 2545 1553 992 936 1470
is_linear=0
shrinkage=0.0995203


Tree=2878
num_leaves=19
num_cat=0
split_feature=18 21 9 18 18 1 1 18 18 18 4 4 17 11 20 21 6 4
split_gain=0.0169172 0.0380718 0.039419 0.029229 0.0732838 0.031594 0.0558363 0.0439978 0.055105 0.0264205 0.0212172 0.0582336 0.0594398 0.0561015 0.0374672 0.0604411 0.0326951 0.0412118
threshold=0.14994000000000005 0.10747000000000002 0.092465000000000033 0.022040000000000008 0.082540000000000016 0.0099250000000000015 0.0022300000000000006 0.086285000000000014 0.089505000000000015 1.0000000180025095e-35 0.10386500000000003 0.10724500000000002 -0.081244999999999998 -0.15511999999999998 0.0057800000000000013 0.093175000000000022 -0.14723999999999998 0.09970500000000003
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 -6 -9 10 14 -12 -13 -14 16 -16 -1 -18
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 11 12 13 -15 15 -17 17 -19
leaf_value=-0.0024204912205030779 0.0034865120134673039 -0.0013560845602090179 -4.3537564004403063e-05 -0.0037422726113631863 0.00216286590229684 -0.0024539258719092818 0.003096761842901617 -0.0027375975719564406 -0.00021025383616194441 0.0019557588849617126 -0.0029784770985656034 0.0030555995223849187 0.0025644269000022974 -0.0010136077984570471 0.004686468007503347 0.00018776897280333468 3.3566196140729943e-05 0.0029576166438670436
leaf_weight=52 67 52 58 68 61 64 49 103 507 71 83 52 50 325 46 84 1887 49
leaf_count=52 67 52 58 68 61 64 49 103 507 71 83 52 50 325 46 84 1887 49
internal_value=0 0.000897839 0.00184202 -9.88122e-05 -0.000607089 -0.000334115 -0.00014455 -0.000382469 -0.000638344 6.13334e-05 9.84063e-06 -0.000566088 -9.52518e-05 -0.000534353 0.000148907 0.00178591 4.14472e-05 0.000107997
internal_weight=0 177 125 3551 852 784 720 671 610 2699 2628 510 427 375 2118 130 1988 1936
internal_count=3728 177 125 3551 852 784 720 671 610 2699 2628 510 427 375 2118 130 1988 1936
is_linear=0
shrinkage=0.0995203


Tree=2879
num_leaves=15
num_cat=0
split_feature=26 26 21 17 11 3 3 1 1 1 10 9 17 20
split_gain=0.0172359 0.028537 0.0384369 0.0489808 0.0275324 0.0212198 0.0811436 0.0381533 0.119835 0.0482204 0.0317946 0.1166 0.0511515 0.0308959
threshold=0.50635500000000022 0.11991000000000003 0.098000000000000018 -0.0071449999999999994 -0.364875 0.089535000000000017 0.08920500000000002 -0.082635 -0.081889999999999991 -0.084204999999999988 0.086165000000000019 0.096225000000000019 -0.56368999999999991 -0.076005000000000003
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 9 -9 -6 12 -12 -7 -14
right_child=-2 2 -4 -5 5 10 -8 8 -10 -11 11 -13 13 -15
leaf_value=-0.0019744241320161816 0.0015987632421710508 5.4407566963158329e-05 0.00094975452984019334 -0.003602294534916871 0.00019938061556181255 0.0035936878788991418 -0.0043627159332616204 -0.0054806526427368975 -0.0002574544774137754 0.0032027039812637078 -0.0051820142621043811 0.0015205363524516591 -0.00033208500997445722 0.00055744162216699034
leaf_weight=69 62 62 58 86 525 47 46 46 813 59 46 58 575 1176
leaf_count=69 62 62 58 86 525 47 46 46 813 59 46 58 575 1176
internal_value=0 -7.41687e-05 -0.00121214 -0.0020649 -6.17992e-06 3.36285e-05 -0.000247462 -0.000115709 -0.000538113 0.000504201 0.000254114 -0.00143618 0.000352339 0.000264868
internal_weight=0 3666 206 148 3460 3391 1489 1443 859 584 1902 104 1798 1751
internal_count=3728 3666 206 148 3460 3391 1489 1443 859 584 1902 104 1798 1751
is_linear=0
shrinkage=0.0995203


Tree=2880
num_leaves=13
num_cat=0
split_feature=21 20 28 26 9 19 18 9 18 18 9 21
split_gain=0.0268528 0.0449395 0.0241056 0.0263596 0.0358771 0.0293731 0.0236764 0.0641625 0.0590023 0.0402775 0.0253528 0.0154963
threshold=-0.084999999999999992 -0.065649999999999986 0.10217500000000003 0.15222000000000005 0.11351500000000002 -0.10411999999999999 -0.087989999999999985 0.099985000000000018 -0.092864999999999989 -0.085454999999999989 0.090255000000000016 -0.092419999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 5 -5 -2 7 8 -7 -8 -11 -1
right_child=2 -3 -4 4 -6 6 9 -9 -10 10 -12 -13
leaf_value=0.00086088361537228016 0.0022548533160145672 -0.0029800900271892542 -0.0021264697340663968 0.003559211224570764 3.9098441088308399e-05 -0.00018266716178119835 0.0022690060625783315 0.0021835368068079913 -0.0023267865048371573 0.0003456397231102748 -0.00031390575321477073 -0.0013752798878149751
leaf_weight=85 61 76 47 52 65 436 89 80 180 1646 888 48
leaf_count=85 61 76 47 52 65 436 89 80 180 1646 888 48
internal_value=0 -0.0010494 0.00011128 0.00014159 0.00161059 9.04973e-05 5.04719e-05 -0.000465203 -0.000810525 0.000187616 0.000114189 4.76919e-05
internal_weight=0 209 3544 3497 117 3380 3319 696 616 2623 2534 133
internal_count=3753 209 3544 3497 117 3380 3319 696 616 2623 2534 133
is_linear=0
shrinkage=0.0995203


Tree=2881
num_leaves=31
num_cat=0
split_feature=1 1 1 5 26 5 17 8 3 0 3 1 26 6 1 3 17 21 21 1 5 21 21 3 3 21 5 21 5 8
split_gain=0.0271152 0.0616978 0.0302914 0.0405825 0.142154 0.0551699 0.04043 0.0546085 0.0271282 0.0647965 0.16838 0.112757 0.0593688 0.0511745 0.0667805 0.0466992 0.104319 0.0502668 0.0686438 0.0731863 0.148607 0.0977981 0.0656893 0.0439878 0.0494325 0.0432216 0.105841 0.0665931 0.0402905 0.0345723
threshold=-0.07825 -0.079250000000000001 -0.080689999999999998 -0.080724999999999991 0.088545000000000026 -0.06515 0.12088500000000003 -0.08569499999999998 0.097880000000000023 -0.068604999999999985 0.11523000000000001 -0.031409999999999993 -0.09071499999999999 -0.14213999999999999 0.40780000000000011 0.096265000000000031 0.056905000000000011 0.094920000000000018 0.090715000000000032 0.0022300000000000006 -0.22999499999999998 0.087625000000000022 0.10107500000000001 0.090905000000000027 0.087170000000000011 0.090285000000000018 -0.067559999999999995 0.11639500000000003 -0.46244499999999994 -0.067719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 7 -7 15 11 -11 -10 -13 28 -15 17 -17 18 19 21 -21 -2 -19 24 -24 26 -12 -27 -14 -20
right_child=8 -3 -4 5 -6 6 -8 -9 9 10 25 12 13 14 -16 16 -18 22 29 20 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00039442375984072417 -0.00049197293680326097 0.0038716513340004426 -0.0016271641918324047 -0.002748131468504542 0.0061209346061740603 0.001429325187685117 0.0028418203495305431 -0.0002758532187120256 0.0047517802929255993 -0.0053317212120694065 -0.00076354387379533816 0.0029880212063873959 0.00032414612787756117 -7.2202661573821927e-05 -0.0038848645721614246 -0.005784181539951058 0.00076512439905388418 0.0044272114170573109 -0.0013177113249452752 -0.00080281941740948141 0.0040671007861300913 -0.0047679597946154728 0.0011864769446322304 0.0025977349663444545 -0.0028819826093740685 -0.0033801202671184562 0.0048330768911339509 0.00078659048471235401 0.0036138707514128334 -0.0050738171252953457
leaf_weight=91 622 49 78 60 52 257 61 672 64 68 85 76 100 368 52 49 47 46 53 158 102 58 58 52 60 66 55 89 59 46
leaf_count=91 622 49 78 60 52 257 61 672 64 68 85 76 100 368 52 49 47 46 53 158 102 58 58 52 60 66 55 89 59 46
internal_value=0 0.000405149 0.000270863 0.000395645 0.00196907 0.000180579 0.000358903 0.000194989 -0.000154988 0.000215834 -0.000866999 0.000763661 0.000372732 2.80325e-05 -0.000546196 -0.000452581 -0.00256922 -0.000290018 -0.00057771 -0.000314222 0.00110454 -0.000857894 0.00109004 0.000182229 -0.000875294 0.000159383 0.00142928 -0.000982341 0.00155001 -0.00307124
internal_weight=0 1320 1271 1193 143 1050 990 929 2433 1082 363 719 655 579 420 1351 96 1255 1039 940 260 680 216 170 118 295 140 155 159 99
internal_count=3753 1320 1271 1193 143 1050 990 929 2433 1082 363 719 655 579 420 1351 96 1255 1039 940 260 680 216 170 118 295 140 155 159 99
is_linear=0
shrinkage=0.0995203


Tree=2882
num_leaves=19
num_cat=0
split_feature=21 5 0 19 18 18 18 3 3 3 18 8 20 20 10 10 17 2
split_gain=0.0205033 0.0424147 0.0365801 0.0200272 0.0213156 0.0433027 0.0325586 0.0312517 0.0904449 0.0571098 0.057 0.0758218 0.0360433 0.0296031 0.024807 0.028524 0.0640076 0.0118414
threshold=-0.084999999999999992 -0.0080599999999999995 -0.11170000000000001 -0.10411999999999999 -0.087989999999999985 -0.091109999999999983 -0.085454999999999989 0.092835000000000015 0.08895500000000002 0.087170000000000011 -0.14343999999999998 -0.038994999999999995 -0.037429999999999998 -0.020744999999999996 0.093790000000000026 0.086275000000000018 -0.53447999999999996 -0.086609999999999993
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 -6 8 9 -5 12 -12 -9 -7 15 16 -8 -4
right_child=3 -3 17 4 6 13 14 10 -10 -11 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0022087792743197289 0.001825535680651914 -0.0029180472961487154 6.8047650375267389e-05 0.00059287675074565812 0.0020393966111090889 -0.0040291525964275795 -0.0028285588612306629 -0.0007617357288543479 0.003747250559901829 -0.0030166797005986628 -0.0056868747194519396 -0.00032028173475303782 0.0021155483013596404 -0.00083922060536101349 -0.0020061971190310245 0.0023132920800107613 0.00020148854277800119 0.0023331375607663529
leaf_weight=46 65 70 46 172 91 49 71 124 71 58 46 61 66 72 53 60 2485 47
leaf_count=46 65 70 46 172 91 49 71 124 71 58 46 61 66 72 53 60 2485 47
internal_value=0 -0.000919909 8.04591e-05 9.42988e-05 6.17179e-05 -0.000420571 0.000187654 -7.17399e-05 0.000641403 -0.0003138 -0.000797243 -0.00263507 0.000233434 -0.00213778 0.000124212 0.000167687 0.000117 0.00122157
internal_weight=0 209 139 3544 3479 719 2760 598 301 230 297 107 190 121 2669 2616 2556 93
internal_count=3753 209 139 3544 3479 719 2760 598 301 230 297 107 190 121 2669 2616 2556 93
is_linear=0
shrinkage=0.0995203


Tree=2883
num_leaves=26
num_cat=0
split_feature=1 1 18 6 26 26 1 26 1 4 1 18 1 8 1 26 26 18 1 5 4 6 0 6 8
split_gain=0.0209886 0.0507921 0.0492622 0.0775132 0.11613 0.0802384 0.0660337 0.155169 0.105397 0.054353 0.047445 0.0345589 0.0238574 0.0434104 0.0266979 0.0533137 0.097499 0.0331335 0.0770381 0.0761189 0.0321417 0.0793284 0.0741307 0.0306762 0.0366069
threshold=-0.07825 -0.079250000000000001 0.088735000000000022 0.090195000000000011 0.10144500000000002 0.086645000000000014 -0.082344999999999988 0.08709500000000002 -0.083684999999999996 0.082335000000000019 -0.084759999999999988 -0.18513499999999999 -0.075284999999999991 -0.083944999999999992 -0.06551499999999999 0.098185000000000022 0.09167500000000002 -0.0086449999999999982 -0.050379999999999994 0.23074000000000006 0.086380000000000026 -0.03764 -0.14824999999999997 1.0000000180025095e-35 -0.088429999999999995
decision_type=2 2 2 2 2 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 9 8 -8 10 -4 11 -1 13 -2 15 16 -14 18 -16 20 22 -22 -19 24 -20
right_child=12 -3 3 -5 -6 -7 7 -9 -10 -11 -12 -13 14 -15 17 -17 -18 19 23 -21 21 -23 -24 -25 -26
leaf_value=0.003013197319360734 -0.0039055170470514104 0.0034988029795298475 0.0030889885978522534 -0.0035719510421932106 0.0045004595238549508 -0.0039734915148627609 -0.0013942583555032334 0.0063045703750357739 -0.0040625155661619828 -0.0016467345231898545 0.0035609773616358887 0.00019899264594403152 -0.00062805303988163873 6.5219256070900527e-05 -0.0040405761733380893 -0.001597358306362766 0.005454624413665829 0.0042583927444076542 0.0016917053762049038 0.004139361052464095 -0.00016869220928985448 -0.0043569753350905958 0.00019394319087753505 0.0015716154998754747 -0.00077534604213525492
leaf_weight=46 46 49 46 79 46 62 46 59 52 50 49 736 51 66 61 46 53 48 65 46 528 49 609 73 692
leaf_count=46 46 49 46 79 46 62 46 59 52 50 49 736 51 66 61 46 53 48 65 46 528 49 609 73 692
internal_value=0 0.000353511 0.000231608 -0.000924957 9.60925e-05 -0.00118101 0.00056372 0.00292395 0.000282131 0.000613939 0.000554983 0.000365581 -0.000139296 -0.00155831 -7.04685e-05 0.00121299 0.0024639 -0.000159523 -0.00062571 0.000164347 1.5506e-05 -0.000525789 0.000492136 -0.000373751 -0.000562431
internal_weight=0 1320 1271 283 204 158 988 105 883 96 831 782 2433 112 2321 150 104 2171 891 1280 1234 577 657 830 757
internal_count=3753 1320 1271 283 204 158 988 105 883 96 831 782 2433 112 2321 150 104 2171 891 1280 1234 577 657 830 757
is_linear=0
shrinkage=0.0995203


Tree=2884
num_leaves=20
num_cat=0
split_feature=6 29 26 1 1 26 1 1 5 1 5 26 26 0 17 0 6 6 6
split_gain=0.0269552 0.0286837 0.0161168 0.0664369 0.184612 0.118474 0.0965487 0.0763023 0.0655977 0.0343434 0.0281882 0.0746216 0.0402176 0.0643576 0.106453 0.0957965 0.0340581 0.191924 0.0538743
threshold=0.23153500000000005 -0.096654999999999991 0.088475000000000012 -0.079844999999999985 -0.081594999999999987 0.089005000000000015 -0.077774999999999997 -0.076329999999999995 -0.0063549999999999995 -0.072005 -0.0038499999999999997 0.088055000000000022 0.087260000000000018 -0.085794999999999996 -0.093784999999999993 -0.081604999999999997 0.087515000000000023 0.089090000000000016 -0.0048649999999999995
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 5 -4 -5 -8 -7 -9 11 16 13 14 -12 -15 18 -18 -3
right_child=-2 2 3 6 -6 8 7 9 -10 -11 12 -13 -14 15 -16 -17 17 -19 -20
leaf_value=-0.0019299509788112709 0.0022216345273121762 -5.5659679481780776e-06 0.0052942309318745303 -0.0035881702211860741 0.0061622415935679384 -0.0015291458103419676 0.0041490701767539547 -0.0020463222823785682 0.00120089599882609 0.00018964508651748624 -0.00022927687665258361 -0.0040995608891083559 0.0032614504677121806 -0.0032317278166397933 0.0053950894051003496 0.000371296396978377 0.0057239889913448215 -0.0011856525786915527 -0.0016209822385669036
leaf_weight=68 60 1021 46 72 68 164 46 75 186 732 76 49 48 87 59 456 60 118 256
leaf_count=68 60 1021 46 72 68 164 46 75 186 732 76 49 48 87 59 456 60 118 256
internal_value=0 9.43099e-05 0.000132571 0.000398724 0.00137063 0.000545762 -8.79205e-05 0.000206569 -7.59847e-05 -1.71443e-05 -3.284e-05 -0.000279014 0.000476014 0.000277607 0.00222272 -0.000204476 -0.000149787 0.00113884 -0.000330049
internal_weight=0 3687 3619 1389 464 396 925 853 350 807 2230 1504 726 678 135 543 1455 178 1277
internal_count=3747 3687 3619 1389 464 396 925 853 350 807 2230 1504 726 678 135 543 1455 178 1277
is_linear=0
shrinkage=0.0995203


Tree=2885
num_leaves=17
num_cat=0
split_feature=20 3 20 5 18 5 8 6 2 20 2 5 0 20 0 9
split_gain=0.0289618 0.0885174 0.0252255 0.0606675 0.0880206 0.0963581 0.0732662 0.0622705 0.0679997 0.0416408 0.14398 0.0284542 0.0519268 0.104871 0.0275682 0.0191545
threshold=-0.224635 0.10850000000000003 -0.083495 -0.093384999999999982 0.086510000000000017 -0.017704999999999995 -0.0073049999999999999 -0.085885000000000003 -0.095204999999999998 -0.081945000000000004 -0.082294999999999993 -0.54382499999999989 -0.225295 -0.0058900000000000003 -0.16132499999999997 0.13642500000000005
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 -2 -7 -9 10 -4 -11 13 -13 -14 -16
right_child=2 -3 9 4 -6 7 -8 8 -10 11 -12 12 14 -15 15 -17
leaf_value=0.0044058196480774277 -0.00043900081500135611 -0.0011326155916448499 0.0061854663802945724 0.0028132185134910554 0.0035530494849875713 0.0013411692856637864 -0.0056968786722309053 0.00072628377015620344 -0.0037165684522797739 0.0021138893528472743 -0.0013383566533923005 -0.0056950694393975215 0.0021165189840062731 0.00050445322315825574 0.00013207888521023884 -0.0014390657956182315
leaf_weight=58 62 56 47 61 58 53 46 46 129 68 54 46 68 65 2751 79
leaf_count=58 62 56 47 61 58 53 46 46 129 68 54 46 68 65 2751 79
internal_value=0 0.001678 6.65269e-05 -0.000626155 1.26063e-05 -0.0006951 -0.00268605 -0.00163732 -0.00254406 0.000165957 0.00215472 0.000100411 5.46368e-05 -0.00205734 0.000135813 8.79308e-05
internal_weight=0 114 3633 455 347 289 108 228 175 3178 101 3077 3009 111 2898 2830
internal_count=3747 114 3633 455 347 289 108 228 175 3178 101 3077 3009 111 2898 2830
is_linear=0
shrinkage=0.0995203


Tree=2886
num_leaves=10
num_cat=0
split_feature=20 3 21 0 0 27 17 17 0
split_gain=0.0234578 0.0718004 0.0355898 0.0285441 0.0374193 0.0256006 0.0206178 0.0394149 0.0389891
threshold=-0.224635 0.10850000000000003 -0.096850000000000006 -0.25289499999999993 -0.229625 -0.086859999999999993 0.0041300000000000009 1.0000000180025095e-35 0.032270000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -6 7 -7 -8
right_child=2 -3 3 4 5 6 8 -9 -10
leaf_value=0.0039673518884216557 -0.0024994953959394384 -0.0010198974494739434 0.0023692529737577872 -0.0019868701336271072 -0.00184080519510854 0.00025089521242437226 -0.00036768796365191467 0.0030230962832657328 0.0025381220514826041
leaf_weight=58 53 56 54 86 65 2326 949 52 48
leaf_count=58 53 56 54 86 65 2326 949 52 48
internal_value=0 0.00151029 5.9951e-05 9.80709e-05 6.3056e-05 0.000114542 0.000152443 0.00031186 -0.000226968
internal_weight=0 114 3633 3580 3526 3440 3375 2378 997
internal_count=3747 114 3633 3580 3526 3440 3375 2378 997
is_linear=0
shrinkage=0.0995203


Tree=2887
num_leaves=9
num_cat=0
split_feature=30 7 20 3 21 3 3 27
split_gain=0.0242488 0.0297704 0.024146 0.0763767 0.0287431 0.0222758 0.041603 0.0254764
threshold=0.12577500000000003 0.10781500000000002 -0.224635 0.10850000000000003 -0.096850000000000006 0.17760500000000004 0.15108000000000005 -0.086859999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 -6
right_child=-2 -3 4 -5 5 -7 -8 -9
leaf_value=0.0043949161774525427 -0.0021276455494877279 0.0026395611685990604 -0.0022507450931662626 -0.0012413881044632407 -0.0021154541628810928 0.0019388040314665021 -0.0028590711493579144 0.00012509322619593926
leaf_weight=49 48 46 53 46 51 63 48 3343
leaf_count=49 48 46 53 46 51 63 48 3343
internal_value=0 0.000122943 9.10287e-05 0.00165714 4.89828e-05 8.39911e-05 4.98041e-05 9.11844e-05
internal_weight=0 3699 3653 95 3558 3505 3442 3394
internal_count=3747 3699 3653 95 3558 3505 3442 3394
is_linear=0
shrinkage=0.0995203


Tree=2888
num_leaves=27
num_cat=0
split_feature=3 3 2 3 1 3 3 5 21 3 18 3 17 3 3 3 17 2 18 9 20 26 2 36 26 4
split_gain=0.0269889 0.148145 0.0299599 0.0532875 0.101927 0.0687062 0.0539454 0.0726044 0.0844949 0.0624464 0.157147 0.0614271 0.0435945 0.0706912 0.0898314 0.0594136 0.14425 0.0601058 0.0341929 0.0732721 0.0599259 0.0246108 0.029754 0.023837 0.0228987 0.0173671
threshold=0.083955000000000016 0.08345000000000001 -0.079739999999999991 0.087445000000000023 -0.041095 0.088845000000000021 0.092200000000000018 -0.0083599999999999994 0.087625000000000022 0.097880000000000023 -0.082304999999999989 0.09940000000000003 0.10932500000000002 0.087625000000000022 0.093835000000000016 0.084685000000000024 -0.011809999999999999 -0.080254999999999993 -0.092864999999999989 0.094010000000000024 -0.081114999999999993 0.089075000000000029 -0.080555000000000002 0.088655000000000025 0.082605000000000026 0.10198500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 12 4 -4 -5 7 8 -7 10 -8 -11 15 -14 -15 16 -2 18 20 -20 -17 22 24 25 -1 -24
right_child=2 -3 3 5 -6 6 9 -9 -10 11 -12 -13 13 14 -16 17 -18 -19 19 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0003620924985554498 0.0011229704103034664 0.0052619619809109617 0.005827752523708373 -0.0030811781386270278 -0.00055416453083566514 0.0053989118091097108 -0.0064534088690627843 -0.0014350688828508563 9.4418335820896186e-06 0.0038362998554817636 -0.00026442796074067676 0.00021896219081844937 0.0038951181556545777 -0.0029156936556116145 0.0020028730653239911 -0.0014422047583780039 -0.0057212572046567 -0.0038663188704531775 -0.00016335012558505197 -0.0025687951972391838 0.0017597467537956569 -0.0021689150368034865 -0.00010905613413985887 0.00087613505582395223 0.0031661445699511879 -0.0027292696050166196
leaf_weight=72 55 62 47 65 52 71 48 46 49 49 267 929 59 66 83 84 68 47 897 146 185 46 48 70 49 54
leaf_count=72 55 62 47 65 52 71 48 46 49 49 267 929 59 66 83 84 68 47 897 146 185 46 48 70 49 54
internal_value=0 0.000789022 -7.53856e-05 0.000229694 0.00246737 8.37963e-05 0.00022536 0.00191429 0.00320503 7.89631e-06 -0.00121011 0.000401036 -0.000368855 0.000978917 -0.000170327 -0.000558568 -0.00265418 -0.000368297 -0.000242363 -0.000500851 0.000756838 -2.6624e-05 0.000306915 -0.000530732 0.00150438 -0.00150425
internal_weight=0 401 3313 1623 99 1524 1459 166 120 1293 315 978 1690 208 149 1482 123 1359 1312 1043 269 339 293 172 121 102
internal_count=3714 401 3313 1623 99 1524 1459 166 120 1293 315 978 1690 208 149 1482 123 1359 1312 1043 269 339 293 172 121 102
is_linear=0
shrinkage=0.0995203


Tree=2889
num_leaves=17
num_cat=0
split_feature=2 11 11 3 3 3 3 27 3 8 9 26 3 3 8 3
split_gain=0.0245212 0.0264756 0.0573038 0.0392433 0.102056 0.0368425 0.0643969 0.0300919 0.0286853 0.0924643 0.0623636 0.0558235 0.0247306 0.0241055 0.0837505 0.0534196
threshold=-0.24151999999999998 -0.11166 -0.08577499999999999 0.083955000000000016 0.08345000000000001 -0.0043349999999999994 -0.15154999999999999 0.08841000000000003 0.085545000000000024 -0.088634999999999992 0.084115000000000009 0.085790000000000019 0.080495000000000025 0.086285000000000014 -0.086775000000000005 0.08666500000000002
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 6 -4 -2 9 11 -11 -5 -7 14 -10 -15
right_child=1 2 3 8 -6 12 -8 -9 13 10 -12 -13 -14 15 -16 -17
leaf_value=-0.0016157755177651268 0.0032532052192051973 -0.0032396115311342137 -0.00095638074621360529 -0.00076759864870274807 0.0047382902366809015 -0.0025795928370152357 0.0039471294660655479 0 -0.001791626108199082 -0.0048029650710143552 -0.0010495555508209177 0.0038118219205302553 0.00015041040760811687 -0.002721480676070572 0.0034776466961777561 6.4086168120963585e-05
leaf_weight=89 54 53 50 53 62 51 56 59 49 61 159 52 91 70 76 2629
leaf_count=89 54 53 50 53 62 51 56 59 49 61 159 52 91 70 76 2629
internal_value=0 5.62028e-05 7.72469e-06 5.77182e-05 0.0011262 0.000219878 0.00162643 0.00155564 -4.72076e-05 -0.00093276 -0.002094 0.00149251 -0.000824319 5.44163e-05 0.00140554 -7.85573e-06
internal_weight=0 3625 3512 3459 310 248 106 113 3149 325 220 105 142 2824 125 2699
internal_count=3714 3625 3512 3459 310 248 106 113 3149 325 220 105 142 2824 125 2699
is_linear=0
shrinkage=0.0995203


Tree=2890
num_leaves=13
num_cat=0
split_feature=6 3 8 3 3 10 12 11 4 26 0 26
split_gain=0.0239932 0.0716831 0.0578714 0.112453 0.0948502 0.0251906 0.0262345 0.0233908 0.0419342 0.0430298 0.0764488 0.0483358
threshold=0.10681500000000003 0.092510000000000023 -0.078414999999999999 0.097880000000000023 0.10850000000000003 0.090005000000000016 0.081895000000000023 -0.23394000000000001 0.13954000000000003 0.12086000000000002 -0.072529999999999997 0.11624000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 7 -1 9 11 -11 -9
right_child=1 2 3 4 -6 -7 -8 8 -10 10 -12 -13
leaf_value=0.0019850453148126837 -0.0036945789352235926 0.0019976380726691276 -0.0051747627839297487 0.0032258365345585785 -0.0017961657521814813 -0.0015932593940066319 0.0021215827717341869 0.00010225997033634686 -0.0023454811296585538 0.00014931966952850962 0.0045887334905459296 -0.0021573618196494239
leaf_weight=64 67 91 49 64 89 85 65 2800 70 115 58 97
leaf_count=64 67 91 49 64 89 85 65 2800 70 115 58 97
internal_value=0 -0.000757557 -8.31569e-05 -0.0010246 0.000299191 9.73572e-05 0.000141567 0.000101142 6.24836e-05 0.000117655 0.00164241 2.63186e-05
internal_weight=0 360 293 202 153 3354 3269 3204 3140 3070 173 2897
internal_count=3714 360 293 202 153 3354 3269 3204 3140 3070 173 2897
is_linear=0
shrinkage=0.0995203


Tree=2891
num_leaves=21
num_cat=0
split_feature=5 18 6 17 6 26 9 0 0 6 18 6 17 5 9 9 26 8 6 8
split_gain=0.0227323 0.0251017 0.0182459 0.0469903 0.0516054 0.0439605 0.0612198 0.0210534 0.08681 0.0949981 0.145585 0.0799972 0.153994 0.220885 0.0547082 0.0594365 0.0874718 0.0366376 0.0301133 0.0276855
threshold=0.62404000000000015 -0.12363 0.10681500000000003 -0.23400499999999999 0.11642500000000001 0.099855000000000013 0.091615000000000016 -0.084369999999999987 -0.085794999999999996 -0.010459999999999999 -0.011039999999999999 0.085955000000000018 -0.011174999999999999 -0.088935 0.12188500000000002 0.11351500000000002 0.12456500000000002 0.10851500000000001 0.083720000000000031 -0.090440000000000006
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 -5 6 -6 8 11 -10 -11 18 -13 -14 15 16 17 -9 19 -1
right_child=1 -3 3 4 5 -7 -8 14 9 10 -12 12 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00071480236856105652 0.00018791072264736909 -0.0029249051525304117 0.0015539366648885211 -0.0033021944919692939 0.0011360123280094404 0.0022052986867425739 -0.0029509314186985406 0.00036318327539051491 0.0014819245995254711 -0.006929009967302259 -0.0003287775957052206 -0.0015334806787660623 -2.805053673888844e-05 0.0078950139894068353 0.0036268143759705341 -0.0031652508764543016 0.0042511022066570904 -0.0018137365723786157 -0.0020184517216151115 -0.00035615183252955818
leaf_weight=337 48 54 77 83 63 50 85 1373 51 65 68 82 70 69 50 48 56 81 82 822
leaf_count=337 48 54 77 83 63 50 85 1373 51 65 68 82 70 69 50 48 56 81 82 822
internal_value=0 -0.00145203 5.44429e-05 -0.000619517 -0.001218 -0.000340193 -0.00120569 0.000128843 -0.000120982 -0.0021585 -0.00356061 0.00013489 0.00187968 0.00389909 0.00038508 0.000280519 0.000390596 0.000241348 -0.000175166 -4.40464e-05
internal_weight=0 102 3612 358 281 198 148 3254 1646 184 133 1462 221 139 1608 1558 1510 1454 1241 1159
internal_count=3714 102 3612 358 281 198 148 3254 1646 184 133 1462 221 139 1608 1558 1510 1454 1241 1159
is_linear=0
shrinkage=0.0995203


Tree=2892
num_leaves=13
num_cat=0
split_feature=0 20 1 39 20 3 29 20 29 26 11 4
split_gain=0.0371355 0.0942947 0.0776275 0.0185225 0.0211605 0.0350988 0.0343003 0.0339725 0.0213163 0.0326181 0.0208398 0.0278646
threshold=-0.20796499999999998 -0.071149999999999991 0.078505000000000019 0.086365000000000011 -0.14878999999999998 0.11339500000000001 -0.091704999999999995 -0.24910499999999999 0.0035350000000000004 0.047170000000000011 -0.090715000000000004 0.13424500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -6 -2 10 -10 -8 -12
right_child=3 2 -4 -5 6 -7 8 -9 9 -11 11 -13
leaf_value=0.0050316004795651443 -0.00025580397907083577 -0.0022737873318651389 0.0025782641612850758 0.0019762273626784967 -0.0025648723316946038 0.00069486866584403265 -0.0016085266013810583 -0.003820169189673686 -0.0025466726087071982 0.00057181743735534028 9.6425307621613295e-05 0.001769940351037496
leaf_weight=52 49 69 62 46 50 66 68 59 75 59 2985 102
leaf_count=52 49 69 62 46 50 66 68 59 75 59 2985 102
internal_value=0 0.00144593 1.63545e-05 -7.54746e-06 -3.37565e-05 -0.00110381 2.17604e-05 -0.00221058 6.13318e-05 -0.0011675 0.000113782 0.000151986
internal_weight=0 183 131 3559 3513 174 3339 108 3289 134 3155 3087
internal_count=3742 183 131 3559 3513 174 3339 108 3289 134 3155 3087
is_linear=0
shrinkage=0.0995203


Tree=2893
num_leaves=23
num_cat=0
split_feature=0 20 21 21 21 0 17 20 20 20 2 21 17 17 8 0 17 9 0 9 9 0
split_gain=0.0301117 0.0764599 0.0747262 0.0184163 0.0666709 0.04662 0.034593 0.0779522 0.0436646 0.0363568 0.0312474 0.0311865 0.021122 0.0641474 0.0549488 0.144803 0.133259 0.0484537 0.0406098 0.0341026 0.0915213 0.0421601
threshold=-0.20796499999999998 -0.071149999999999991 0.085470000000000018 -0.0050399999999999993 -0.032929999999999994 -0.16423499999999999 -0.015464999999999998 -0.014534999999999999 -0.011659999999999998 -0.093704999999999997 -0.086304999999999993 -0.093924999999999995 0.10932500000000002 0.077740000000000017 -0.085289999999999991 -0.085605000000000001 0.15091000000000004 0.090255000000000016 -0.10148 0.094085000000000016 0.093175000000000022 -0.062294999999999996
decision_type=2 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 -5 8 9 -2 11 -6 -8 13 19 16 -16 -14 -17 -18 20 -7 -21
right_child=3 2 -4 5 10 12 7 -9 -10 -11 -12 -13 14 -15 15 17 18 -19 -20 21 -22 -23
leaf_value=0.004530854704538372 0.00028908540514752302 0.0018278842705343338 -0.0031051656339062448 -0.0028878971862546774 0.0042861986575528661 -0.00018038177246794507 -0.00095520393754221027 0.0040741681131431845 -0.0035055000381483065 -0.0023390148123171666 0.00098218928446518368 0.0025720789551653025 0.0064598146601074352 -0.0035831619716856686 -0.0045182465560083445 0.0029392975585466 0.0023945051720784274 6.5492295983208907e-06 -0.0014206741670589314 -5.8321962069881415e-05 -0.0044164431850214382 0.0016287696049304317
leaf_weight=52 64 83 48 58 58 1803 51 50 56 61 57 48 48 53 62 76 48 212 65 409 52 228
leaf_count=52 64 83 48 58 58 1803 51 50 56 61 57 48 48 53 62 76 48 212 65 409 52 228
internal_value=0 0.00130203 1.4105e-05 -6.7734e-06 0.000591842 -9.25802e-05 -0.000124894 0.00064264 -0.0014749 -0.000424597 0.00265568 0.000746725 -3.92598e-05 -0.000156748 0.000544278 -0.000153483 0.00206623 0.000783312 0.000192689 -8.35459e-05 -0.00029957 0.00054425
internal_weight=0 183 131 3559 445 3114 330 210 120 160 115 99 3056 2545 511 350 161 288 113 2492 1855 637
internal_count=3742 183 131 3559 445 3114 330 210 120 160 115 99 3056 2545 511 350 161 288 113 2492 1855 637
is_linear=0
shrinkage=0.0995203


Tree=2894
num_leaves=15
num_cat=0
split_feature=39 7 13 6 8 1 4 21 20 1 20 17 17 1
split_gain=0.013776 0.0159141 0.0159753 0.0213724 0.0469037 0.0400587 0.0285409 0.0456393 0.023362 0.0324277 0.0353003 0.0191384 0.0564271 0.0504619
threshold=0.086365000000000011 -0.10984999999999999 0.087945000000000009 -0.14889499999999997 -1.0000000180025095e-35 0.50644500000000015 0.13481000000000004 0.089665000000000022 0.059705000000000015 -0.082635 0.14567000000000005 0.10932500000000002 0.077740000000000017 -0.082489999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -3 11 -10 -11 12 -5 -13
right_child=-2 2 -4 8 5 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=-0.0015254020571534397 0.0017632678910795322 -0.0024937173863940577 -0.0016907728768081282 2.4807463772555737e-05 0.0046040474216726439 0.00057652315853558788 0.0017570025065998729 0.0012964986095906198 0.00078708156334473677 -0.004114788511623029 -0.00055998829104104942 0.0028553136617188051 -0.0034193013985828733 0.0001954789192309751
leaf_weight=64 46 73 51 2539 51 48 61 55 58 49 65 84 48 450
leaf_count=64 46 73 51 2539 51 48 61 55 58 49 65 84 48 450
internal_value=0 2.98118e-05 5.74419e-05 8.25683e-05 0.000904723 0.00265958 -1.01562e-05 -0.000858714 1.04155e-05 -0.00111845 -0.00209511 7.28901e-05 -3.87792e-05 0.000615413
internal_weight=0 3696 3632 3581 288 99 189 128 3293 172 114 3121 2587 534
internal_count=3742 3696 3632 3581 288 99 189 128 3293 172 114 3121 2587 534
is_linear=0
shrinkage=0.0995203


Tree=2895
num_leaves=25
num_cat=0
split_feature=0 4 0 9 19 26 2 2 9 17 17 2 9 18 18 18 9 0 9 9 18 3 3 3
split_gain=0.0242682 0.0398984 0.0929405 0.0168924 0.0385988 0.0482473 0.0713538 0.0777666 0.069643 0.0504441 0.0509301 0.0500045 0.0374133 0.0421595 0.182827 0.104667 0.137525 0.148185 0.0495027 0.0726448 0.0530122 0.0383178 0.0864562 0.0572412
threshold=-0.20796499999999998 0.087495000000000031 -0.23177499999999998 0.090695000000000012 -0.050215000000000003 0.098495000000000013 -0.083104999999999998 -0.080254999999999993 0.096305000000000016 0.51174000000000019 0.41435500000000008 -0.079739999999999991 0.090255000000000016 -0.025079999999999998 -0.018629999999999997 -0.085834999999999995 0.083715000000000026 -0.085605000000000001 0.08888500000000002 0.088285000000000016 0.0048000000000000013 0.089895000000000017 0.09304500000000003 0.088805000000000023
decision_type=2 2 2 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 9 -7 -8 -9 10 11 -6 13 15 -15 21 -17 -18 19 -16 -20 23 -23 -2
right_child=3 2 -4 4 5 6 7 8 -10 -11 -12 -13 -14 14 18 16 17 -19 20 -21 -22 22 -24 -25
leaf_value=-0.00085470063987268285 -0.00040988100862668494 -5.8840887328585831e-05 0.0055647368631577473 -0.0022045670925267048 7.4378050227192426e-05 -0.003967319100076621 0.0037335429117463788 -0.0035852866799407873 0.00014406976742579222 0.0034061852449165709 -0.0023742366846403263 0.0018345452135970449 -0.0028389946958630842 -0.0063460512805298651 -0.00022384026457878173 -0.0020971254680385862 0.0080913288398860566 0.001790844775494747 -0.0042414649524668384 0.0030958685828558863 0.00010742619262662698 0.0045574206680617764 -0.00045057588563812814 -0.0041662233365100925
leaf_weight=63 324 71 49 59 360 50 49 60 284 71 52 289 51 50 1211 58 50 144 60 69 51 47 124 46
leaf_count=63 324 71 49 59 360 50 49 60 284 71 52 289 51 50 1211 58 50 144 60 69 51 47 124 46
internal_value=0 0.001164 0.00223063 -1.0968e-05 0.000279156 0.000400439 -0.000426197 2.22449e-05 -0.00050402 0.000875851 0.000618401 0.000859443 -0.000173085 -0.000111858 -0.000432871 0.000470438 0.00214609 0.0034189 -0.000219731 -4.42475e-05 -0.00223595 -0.000308575 0.000921105 -0.000879099
internal_weight=0 183 120 3559 1274 1215 443 393 344 772 701 649 2285 2234 1441 793 252 194 1391 1280 111 541 171 370
internal_count=3742 183 120 3559 1274 1215 443 393 344 772 701 649 2285 2234 1441 793 252 194 1391 1280 111 541 171 370
is_linear=0
shrinkage=0.0995203


Tree=2896
num_leaves=28
num_cat=0
split_feature=17 18 3 5 17 3 26 26 26 0 17 26 18 18 3 17 9 0 3 3 3 0 0 20 5 18 20
split_gain=0.0279915 0.0533331 0.0522873 0.0438839 0.0275032 0.064631 0.0809788 0.0712721 0.0998704 0.0767775 0.0643708 0.0973817 0.085718 0.183034 0.135097 0.0650935 0.0582703 0.0481806 0.0772762 0.0911484 0.0743836 0.0514785 0.037555 0.0481683 0.039649 0.152819 0.032318
threshold=-0.53166999999999998 -0.019539999999999998 0.11275500000000002 0.4115950000000001 -0.0017249999999999998 0.092115000000000016 0.092385000000000023 0.089625000000000024 0.087865000000000013 -0.15137999999999999 -0.046254999999999998 0.11575500000000001 -0.082304999999999989 -0.022504999999999997 0.091615000000000016 -0.065004999999999993 0.085145000000000012 -0.038659999999999993 0.093245000000000022 0.094045000000000031 0.094970000000000013 0.076335000000000014 -0.13752999999999999 -0.047309999999999998 -0.015824999999999995 0.089365000000000014 -0.095634999999999998
decision_type=2 2 2 2 2 2 2 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 9 -6 15 12 16 -14 -15 22 -12 18 -7 -20 -21 -19 23 -2 25 -24 -26
right_child=4 -3 -4 -5 5 17 -8 -9 -10 -11 11 -13 13 14 -16 -17 -18 21 19 20 -22 -23 24 -25 26 -27 -28
leaf_value=-0.0033634889271567259 -0.0034612005081508411 0.0031625365838949702 0.00290260836747354 0.00041002191138483045 0.004110725697262738 -0.0036842285318496653 0.004151489208827709 -0.0023187499775779593 0.0045902123490362181 -5.5524721854725692e-05 -0.0011139495803072065 0.0021261799941434327 -0.0071177373499021184 -0.00058898872268446775 -0.0062995379685448112 0.0027904063679193647 0.0032949652723133173 0.0039471391474429534 0.0039455187764842175 -0.0042331971485330532 -0.00022941485863968271 -0.00056375582784620867 0.0044971940392967277 0.00016935920332455988 0.0018878283772807182 -0.001852932225536578 -0.00034317753311436663
leaf_weight=48 71 79 47 83 50 69 73 71 68 351 75 77 67 286 48 82 49 53 49 49 753 47 82 73 70 69 783
leaf_count=48 71 79 47 83 50 69 73 71 68 351 75 77 67 286 48 82 49 53 49 49 753 47 82 73 70 69 783
internal_value=0 0.00101037 5.06008e-05 -0.00096639 -6.6052e-05 0.000230629 0.00103851 0.00061617 0.00106222 0.000461917 -0.000330953 -0.00117427 -0.0016599 -0.00236747 -0.00141212 8.11293e-05 0.000621682 -0.000254092 -0.0004803 -0.00021956 -0.000475056 0.00181883 -0.000111678 -0.00161502 0.000103127 0.00159006 -0.000159134
internal_weight=0 257 178 131 3465 1633 613 540 469 401 1832 602 525 401 334 1230 124 1020 920 851 802 100 1148 144 1004 151 853
internal_count=3722 257 178 131 3465 1633 613 540 469 401 1832 602 525 401 334 1230 124 1020 920 851 802 100 1148 144 1004 151 853
is_linear=0
shrinkage=0.0995203


Tree=2897
num_leaves=19
num_cat=0
split_feature=17 18 3 4 8 17 17 3 3 3 17 17 17 6 2 6 3 8
split_gain=0.0227134 0.0432309 0.0423836 0.0310271 0.0263545 0.0204326 0.0897532 0.0629271 0.0904017 0.0882341 0.104735 0.0616292 0.173198 0.0598718 0.0452062 0.0371462 0.0366286 0.0430007
threshold=-0.53166999999999998 -0.019539999999999998 0.11275500000000002 0.07665000000000001 0.24853500000000003 -0.0082649999999999998 -0.0092949999999999994 0.09049500000000002 0.091545000000000029 0.089655000000000026 0.18936500000000003 -0.011174999999999999 -0.014289999999999999 0.085845000000000019 -0.079555000000000001 -0.095814999999999997 0.092900000000000024 -0.16443499999999997
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 11 9 -9 10 13 12 15 -7 -12 -2 -10 -18
right_child=4 -3 -4 -5 -6 7 -8 8 16 -11 14 -13 -14 -15 -16 -17 17 -19
leaf_value=-0.0025380605842410188 0.0013013249286543164 0.0028478001208509284 0.0026137402205420246 0.00052885023892836796 0.0018798028891998764 0.00033822247854900403 -0.0044650832235373777 -0.0046051672946833778 0.0017758015819058055 0.0050915176659553614 -0.00029588394817571371 0.0032509808693580483 -0.0054853524978394144 0.0025251556150774862 -0.0042848813784271004 -0.00029314740836707963 0.0013009622050460755 -0.00059601988245568311
leaf_weight=60 163 79 47 71 68 329 51 47 90 46 61 49 62 200 53 1284 138 824
leaf_count=60 163 79 47 71 68 329 51 47 90 46 61 49 62 200 53 1284 138 824
internal_value=0 0.000910138 4.55649e-05 -0.000869593 -5.9502e-05 -9.85634e-05 -0.000355997 0.00013264 -0.000334295 0.000878619 0.000575956 -0.000220963 -0.000334246 0.00116659 -0.0021576 -0.000112969 -0.000142707 -0.000323045
internal_weight=0 257 178 131 3465 3397 1609 1788 1099 689 643 1558 1509 529 114 1447 1052 962
internal_count=3722 257 178 131 3465 3397 1609 1788 1099 689 643 1558 1509 529 114 1447 1052 962
is_linear=0
shrinkage=0.0995203


Tree=2898
num_leaves=18
num_cat=0
split_feature=18 6 20 26 26 5 4 9 5 3 6 18 18 3 18 6 26
split_gain=0.0203242 0.10676 0.0432437 0.0218892 0.0814819 0.186955 0.0661299 0.130862 0.328916 0.099384 0.0419918 0.028922 0.0621062 0.0632046 0.0567575 0.0366634 0.0187267
threshold=0.19545000000000004 0.041585000000000011 -0.24910499999999999 0.085570000000000021 0.086255000000000012 -0.010764999999999999 0.11541000000000003 0.084115000000000009 -0.011964999999999998 0.084620000000000015 0.097935000000000022 -0.117225 -0.090899999999999995 0.084380000000000024 -0.17307499999999998 0.084050000000000027 -0.019129999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 10 5 -5 7 8 -6 -9 11 14 13 -13 16 -14 -4
right_child=1 -3 3 4 6 -7 -8 9 -10 -11 -12 12 15 -15 -16 -17 -18
leaf_value=-0.0024666075542817303 -0.0014357666020108077 0.0046505017583225545 -0.00055935661847443248 0.0015758635551907326 0.00085628381739765943 -0.0069126053167258448 0.0029748330317255225 0.0037507185843042019 -0.0097411218134631251 -0.00011674052968327723 0.0024086900861920038 -0.00099650479621048865 0.00022382788103697456 0.0031820444319853136 -0.0029035012773640794 -0.0017252032530752396 0.0019665036548976869
leaf_weight=71 63 52 73 48 73 55 68 69 48 1420 86 49 1178 131 86 104 48
leaf_count=71 63 52 73 48 73 55 68 69 48 1420 86 49 1178 131 86 104 48
internal_value=0 0.00130917 -3.47487e-05 1.38495e-05 -0.000231703 -0.00294887 -6.44287e-05 -0.000193304 -0.00334088 6.19272e-05 0.000263507 0.000152479 0.000308788 0.00204 -0.000947546 6.50775e-05 0.000435872
internal_weight=0 115 3607 3536 1781 103 1678 1610 121 1489 1755 1669 1462 180 207 1282 121
internal_count=3722 115 3607 3536 1781 103 1678 1610 121 1489 1755 1669 1462 180 207 1282 121
is_linear=0
shrinkage=0.0995203


Tree=2899
num_leaves=22
num_cat=0
split_feature=8 4 3 3 3 19 1 5 18 26 1 5 26 1 1 1 5 3 3 18 2
split_gain=0.0181649 0.0374446 0.0582132 0.0703217 0.0302957 0.023468 0.0193348 0.105341 0.167449 0.0934501 0.0870832 0.109103 0.0843648 0.0523994 0.0311924 0.0382939 0.0299079 0.0568326 0.0835572 0.0585344 0.0470677
threshold=0.079450000000000021 0.10801000000000002 0.11360500000000003 0.10502000000000002 0.089895000000000017 0.13950000000000004 -0.084759999999999988 -0.0063549999999999995 -0.018864999999999996 0.09032500000000003 -0.082195000000000004 -0.012704999999999999 0.087525000000000019 -0.081594999999999987 -0.080954999999999985 -0.080085000000000003 0.26676500000000009 0.086775000000000033 0.085295000000000024 0.0057900000000000009 0.10003000000000002
decision_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 8 -1 12 11 -8 -10 -12 -15 -16 17 18 -9 -19 -18
right_child=1 -3 -4 -5 -6 -7 10 16 9 -11 13 -13 -14 14 15 -17 20 19 -20 -21 -22
leaf_value=-0.0061108284155752708 0.0027546828504878685 -0.0014323712577006909 -0.0014899652162241148 0.0046646249876797696 -0.0003812769796986171 -0.0022946293966838987 0.0059803907135197627 0.0008528603263551354 -0.0010013191712937297 -0.0045259036489238222 -0.0032517180482946354 6.3747677000461345e-05 0.0038606761808715096 0.0025209509593005657 -0.0025872810916202998 4.6826736869408144e-05 -0.0033156560905128929 0.0026485889131968535 -0.0040645207541197027 -0.00076781700508403092 0.0009325763144561399
leaf_weight=73 47 64 59 68 86 46 55 108 110 46 49 71 52 49 56 2281 50 181 50 68 53
leaf_count=73 47 64 59 68 86 46 55 108 110 46 49 71 52 49 56 2281 50 181 50 68 53
internal_value=0 0.00071808 0.00125057 0.00205908 0.000720765 -6.17869e-05 -3.0901e-05 -0.000461165 -0.00200886 -0.000565296 0.000101672 0.00265291 0.000554269 -3.00062e-05 3.58133e-05 -1.59424e-05 0.000389982 0.000774563 -0.000698093 0.00171231 -0.00112173
internal_weight=0 324 260 201 133 3398 3352 791 281 208 2561 126 162 2435 2386 2337 510 407 158 249 103
internal_count=3722 324 260 201 133 3398 3352 791 281 208 2561 126 162 2435 2386 2337 510 407 158 249 103
is_linear=0
shrinkage=0.0995203


Tree=2900
num_leaves=25
num_cat=0
split_feature=0 0 2 20 21 21 26 26 26 9 6 0 6 8 8 8 8 0 8 1 21 1 26 9
split_gain=0.0266357 0.0527183 0.0649089 0.0523643 0.0413174 0.0405031 0.0373153 0.14716 0.0529739 0.0956121 0.0397122 0.0601139 0.0537377 0.0366224 0.074332 0.0845942 0.0714955 0.0977872 0.0812245 0.0441102 0.0489091 0.0326958 0.0230128 0.0163777
threshold=-0.068604999999999985 -0.071799999999999989 -0.080254999999999993 -0.097019999999999995 0.13276500000000005 0.08957500000000003 0.11377500000000003 0.12158000000000002 0.10219500000000002 0.091750000000000012 0.11816500000000002 -0.080884999999999999 0.10681500000000003 -0.071594999999999992 -0.062834999999999988 -0.046889999999999994 0.0012600000000000003 -0.016659999999999998 0.093085000000000015 -0.17548999999999998 0.089350000000000027 0.057265000000000017 0.41344500000000012 0.099610000000000018
decision_type=2 2 2 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 -2 8 -8 10 -10 12 -12 -1 19 23 -16 17 -17 -18 -5 21 -21 -9 -15
right_child=3 2 -4 13 -6 -7 7 22 9 -11 11 -13 -14 14 15 16 18 -19 -20 20 -22 -23 -24 -25
leaf_value=-9.5684400902570107e-05 -0.00051977835623194058 0.0049815455828412705 0.00030959866471024904 0.00070725602221577443 0.0023234313119442789 -0.0045605526920046392 -0.0054273688574088376 0.0014884100321088355 -0.00085095654233917155 0.0051736440727865448 0.00043222163122572137 -0.0045089809375728467 0.0024263685287137715 0.0040752335746779642 -0.0038452206222513914 0.0051038231820431179 -0.0037090844598831694 -8.1967211897572971e-05 0.00032402420971808287 -0.0054357211610169646 7.0159320192432115e-05 -0.0018206861546129856 -0.0011314157445549127 0.0013831757916597989
leaf_weight=2189 46 47 80 71 72 54 62 81 51 53 48 49 87 46 60 57 72 97 157 49 56 52 56 46
leaf_count=2189 46 47 80 71 72 54 62 81 51 53 48 49 87 46 60 57 72 97 157 49 56 52 56 46
internal_value=0 6.25959e-05 0.00204503 -0.000567675 -2.87254e-05 -0.00270998 -9.23181e-05 -0.00140349 1.26901e-05 0.0022114 -8.33266e-05 -0.00205541 3.61333e-07 -0.000285828 0.000162913 -0.000370042 0.000172236 0.00183213 -0.000940453 -0.00134238 -0.00227451 -0.00358262 0.000411557 0.0027381
internal_weight=0 2875 127 863 2748 100 2676 199 2477 104 2373 97 2276 763 535 443 383 154 229 228 157 101 137 92
internal_count=3738 2875 127 863 2748 100 2676 199 2477 104 2373 97 2276 763 535 443 383 154 229 228 157 101 137 92
is_linear=0
shrinkage=0.0995203


Tree=2901
num_leaves=16
num_cat=0
split_feature=2 5 20 20 20 1 1 21 20 3 35 5 1 4 1
split_gain=0.0228843 0.0301489 0.0187489 0.0650354 0.0398164 0.044708 0.120476 0.171658 0.0725437 0.0648603 0.0317817 0.0311566 0.0388463 0.13475 0.059496
threshold=0.31852000000000008 -0.11065499999999999 -0.076005000000000003 -0.072005 -0.077394999999999992 0.25544500000000009 0.063010000000000024 0.090995000000000006 -0.078725000000000003 0.10892000000000003 -0.080914999999999987 -0.54382499999999989 0.2705800000000001 0.10990500000000002 0.073820000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 8 -8 9 -1 -5 -12 14 -14 -13
right_child=1 -3 3 10 -6 -7 7 -9 -10 -11 11 12 13 -15 -16
leaf_value=0.00018482941942772621 -9.898275524716866e-05 -0.0031130534758242981 0.0031054021018149338 -0.0023809169814740009 -0.0030001330391524732 0.00250795724427188 -5.0033640844432147e-05 -0.0079629995362942227 0.0036558444828820483 -0.0024053323012443125 0.0025164107779071568 2.9081287124088568e-05 -0.0058880685851440788 6.12591828636352e-06 0.0021858252116527636
leaf_weight=596 81 56 70 53 55 55 63 48 51 114 51 2071 48 191 135
leaf_count=596 81 56 70 53 55 55 63 48 51 114 51 2071 48 191 135
internal_value=0 -0.00133699 -2.61618e-05 0.000112646 -0.000397197 -0.000241879 -0.000416259 -0.00347923 2.94331e-05 -0.000229903 3.01386e-05 8.16629e-05 3.05419e-05 -0.00117422 0.000161438
internal_weight=0 137 3601 2619 982 927 872 111 761 710 2549 2496 2445 239 2206
internal_count=3738 137 3601 2619 982 927 872 111 761 710 2549 2496 2445 239 2206
is_linear=0
shrinkage=0.0995203


Tree=2902
num_leaves=20
num_cat=0
split_feature=6 9 2 1 18 18 20 20 18 21 26 26 26 20 20 21 29 20 18
split_gain=0.0240504 0.0289524 0.0497979 0.0207495 0.0358454 0.0271851 0.0204747 0.0505968 0.034423 0.036739 0.044854 0.0951147 0.0385898 0.0271869 0.0472554 0.0482827 0.0328545 0.0400124 0.00856017
threshold=-0.46637499999999998 -0.081559999999999994 -0.035314999999999992 -0.49367499999999997 -0.13579499999999997 -0.025879999999999997 -0.076005000000000003 -0.072005 -0.42248000000000002 0.11754000000000002 0.087575000000000028 0.088825000000000029 0.086255000000000012 -0.049534999999999996 -0.058504999999999995 0.097880000000000009 0.097705000000000028 -0.0078249999999999986 0.091330000000000008
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 -6 8 -8 -5 10 12 -12 -10 14 15 -9 17 -15 -7
right_child=3 2 -4 6 5 18 7 13 9 -11 11 -13 -14 16 -16 -17 -18 -19 -20
leaf_value=0.00049310688094891841 -0.0033020359330269262 1.6542126756195333e-06 -0.0045178368551191195 -0.0026130266033378446 0.0013821585431462093 -0.0021740619643228947 0.0028171845127514692 -0.0021544485248624866 -0.00017052703012685429 0.0019842195877747817 -0.0051284966029705482 -0.00038955636376548155 0.002665614917803687 0.0015193224851206366 -0.003822828956890411 0.0019083936457548055 -0.0023887189768244548 0.00012094795780321752 -0.00028949690062048171
leaf_weight=56 50 46 50 62 62 51 71 56 549 71 56 169 52 227 46 60 47 1910 47
leaf_count=56 50 46 50 62 62 51 71 56 549 71 56 169 52 227 46 60 47 1910 47
internal_value=0 -0.00129319 -0.00234372 -1.4792e-05 -0.000974811 -0.000242436 4.46824e-05 0.000199277 -0.000344093 -0.000186353 -0.000373919 -0.00157267 7.3501e-05 0.000119698 -0.00112343 -4.59214e-05 0.000212283 0.000269872 -0.00127859
internal_weight=0 152 96 3586 210 160 3376 2417 959 897 826 225 601 2346 162 116 2184 2137 98
internal_count=3738 152 96 3586 210 160 3376 2417 959 897 826 225 601 2346 162 116 2184 2137 98
is_linear=0
shrinkage=0.0995203


Tree=2903
num_leaves=16
num_cat=0
split_feature=6 5 2 17 6 17 9 6 17 2 6 2 23 6 12
split_gain=0.0194628 0.0330624 0.0326 0.0187545 0.0349788 0.0339436 0.0975192 0.0998304 0.0784308 0.0625971 0.0828667 0.0312415 0.02051 0.0360652 0.0273508
threshold=-0.46637499999999998 -0.49053999999999998 -0.021165 0.51326500000000019 0.11345500000000001 0.2590050000000001 0.08846500000000003 0.11642500000000001 0.18936500000000003 -0.069815000000000002 -0.047974999999999997 -0.077604999999999993 -1.0000000180025095e-35 -0.26746999999999993 -0.0088449999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 11 8 -7 9 12 10 -8 -5 -2 -14 -15
right_child=3 2 -4 4 -6 6 7 -9 -10 -11 -12 -13 13 14 -16
leaf_value=0.00080272525240263006 0.0017393674077907117 -0.00038370156443803268 -0.0040353785099662854 -0.0017955371355245868 -0.0032193974052782469 0.0044291217313336267 0.00012543101500390387 0.0038573068078032601 -0.0040091575106971037 0.0018223298739736555 -0.0052096549974008591 0.0016545726498574591 -0.0025829665764914305 0.0020312252328899176 -3.2791067946096982e-05
leaf_weight=54 66 48 50 51 51 66 60 52 49 49 55 53 54 65 2915
leaf_count=54 66 48 50 51 51 66 60 52 49 49 55 53 54 65 2915
internal_value=0 -0.00116342 -0.00225516 -1.33653e-05 -0.00108432 3.47778e-05 0.00108095 5.41093e-05 -5.86495e-05 -0.00114679 -0.00241901 -2.94368e-05 3.53005e-06 -3.39606e-05 1.19547e-05
internal_weight=0 152 98 3586 155 3431 282 216 3149 164 115 104 3100 3034 2980
internal_count=3738 152 98 3586 155 3431 282 216 3149 164 115 104 3100 3034 2980
is_linear=0
shrinkage=0.0995203


Tree=2904
num_leaves=16
num_cat=0
split_feature=4 0 5 12 27 27 27 0 0 5 0 9 9 5 0
split_gain=0.0379475 0.0359995 0.0429494 0.0275774 0.0220823 0.0303634 0.0292834 0.0268829 0.0236954 0.069652 0.0466036 0.108389 0.0468714 0.0440307 0.0183079
threshold=0.13699000000000003 -0.038659999999999993 -0.47386999999999996 0.081895000000000023 0.087140000000000009 0.10206500000000003 0.083270000000000025 -0.093765000000000001 -0.071799999999999989 -0.080724999999999991 -0.076439999999999994 0.094835000000000017 0.093335000000000015 -0.068984999999999991 -0.086775000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 7 8 -6 10 -10 12 -12 -1 -11 -7
right_child=1 -3 -4 -5 5 14 -8 -9 9 13 11 -13 -14 -15 -16
leaf_value=-0.0002523208564906153 -0.00032187525228771828 0.00031153358330145126 -0.0043448620445437434 0.0019671359728009054 0.0031970837550293315 -0.0018301560226692546 -0.0024693346551591389 0.00026627245502390496 0.0035319768450193436 -0.0025264060249318931 -0.0041510066675998205 0.00072707332507357424 0.0010517592295606211 0.00038180336360117603 0.00095740885199008046
leaf_weight=1962 47 68 61 71 73 46 50 55 66 56 91 89 317 646 47
leaf_count=1962 47 68 61 71 73 46 50 55 66 56 91 89 317 646 47
internal_value=0 -0.00147148 -0.0026017 2.52954e-05 -1.38848e-05 0.000948696 -7.90508e-05 0.00194415 -4.17614e-05 0.000440465 -0.000192704 -0.00173452 -7.05692e-05 0.000148643 -0.000412584
internal_weight=0 176 108 3569 3498 221 3277 128 3227 768 2459 180 2279 702 93
internal_count=3745 176 108 3569 3498 221 3277 128 3227 768 2459 180 2279 702 93
is_linear=0
shrinkage=0.0995203


Tree=2905
num_leaves=13
num_cat=0
split_feature=1 9 30 2 0 2 26 6 5 5 5 1
split_gain=0.0578556 0.0467717 0.0325716 0.0280068 0.0413726 0.0396866 0.0664332 0.0866578 0.0582484 0.0875267 0.0534207 0.0379158
threshold=0.62916000000000016 -0.26414499999999996 0.11725000000000002 0.15165000000000003 -0.13752999999999999 -0.080874999999999989 0.10725000000000003 0.090085000000000012 -0.066919999999999993 -0.072874999999999981 -0.040404999999999996 -0.50954999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 11 -8 9 -7 -10 -3
right_child=-2 2 -4 4 -6 8 7 -9 10 -11 -12 -13
leaf_value=0.0028589748361907874 -0.0034375637027630403 0.0026476755233608867 -0.0025877303849411097 0.00085321605761390481 -0.0027831975008263668 0.00073164098126233677 8.0508347885727138e-05 -0.0058847076492488945 -0.0017717596936933004 0.0047003321532705714 0.00020971524467365611 -0.00021964638339502253
leaf_weight=56 49 47 49 49 83 682 49 47 161 60 825 1588
leaf_count=56 49 47 49 49 83 682 49 47 161 60 825 1588
internal_value=0 4.51606e-06 -3.91738e-05 -4.17021e-06 -0.00142712 4.98946e-05 -0.000286641 -0.00283144 0.000387488 0.00105366 -0.000113002 -0.000136721
internal_weight=0 3696 3640 3591 132 3459 1731 96 1728 742 986 1635
internal_count=3745 3696 3640 3591 132 3459 1731 96 1728 742 986 1635
is_linear=0
shrinkage=0.0995203


Tree=2906
num_leaves=10
num_cat=0
split_feature=1 9 30 2 6 25 2 26 17
split_gain=0.0469143 0.0379242 0.0264121 0.0226895 0.0370825 0.0362498 0.0233363 0.0552888 0.0259388
threshold=0.62916000000000016 -0.26414499999999996 0.11725000000000002 0.15165000000000003 -1.0000000180025095e-35 0.096120000000000025 -0.080874999999999989 0.10725000000000003 -0.093784999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 -3 -8
right_child=-2 2 -4 4 -6 -7 8 -9 -10
leaf_value=0.0025744491319262233 -0.0030954566435524612 -0.00011373915653442604 -0.0023301990950726796 -3.4369770631181023e-05 -0.0035278730409237942 0.0028200969474366667 -0.00044130973935405273 -0.0025847573729285292 0.00048295943334857939
leaf_weight=56 49 1624 49 85 47 46 390 95 1304
leaf_count=56 49 1624 49 85 47 46 390 95 1304
internal_value=0 4.08866e-06 -3.52305e-05 -3.68712e-06 -0.00128447 4.49526e-05 7.30969e-06 -0.000250775 0.000269687
internal_weight=0 3696 3640 3591 132 3459 3413 1719 1694
internal_count=3745 3696 3640 3591 132 3459 3413 1719 1694
is_linear=0
shrinkage=0.0995203


Tree=2907
num_leaves=12
num_cat=0
split_feature=1 0 0 7 23 2 5 4 2 1 1
split_gain=0.0380393 0.0275178 0.033755 0.032031 0.030718 0.0301063 0.0290842 0.0355943 0.0197544 0.094742 0.0302397
threshold=0.62916000000000016 0.047575000000000013 0.019150000000000004 0.10671500000000002 -1.0000000180025095e-35 0.10003000000000002 0.13648000000000002 0.10300500000000003 0.13398000000000002 0.012830000000000003 0.27998000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -3 -8 10 -10 -6
right_child=-2 5 -4 -5 8 -7 7 -9 9 -11 -12
leaf_value=0.0019187112400006479 -0.0027873964748921479 0.0018960597549383886 -0.0024341818546510566 -0.0025849031760177828 -6.0351752768700068e-05 0.0030402108973073294 -0.0017614594823965231 0.001432614214794045 0.0011360879198750722 -0.0035788003711468373 0.0013247760460500468
leaf_weight=81 49 85 59 48 2892 55 83 59 89 80 165
leaf_count=81 49 85 59 48 2892 55 83 59 89 80 165
internal_value=0 3.59359e-06 -7.42291e-05 -3.24836e-05 4.31637e-06 0.000948647 0.000438274 -0.000428579 -4.34975e-05 -0.00109097 1.4142e-05
internal_weight=0 3696 3414 3355 3307 282 227 142 3226 169 3057
internal_count=3745 3696 3414 3355 3307 282 227 142 3226 169 3057
is_linear=0
shrinkage=0.0995203


Tree=2908
num_leaves=12
num_cat=0
split_feature=7 36 38 26 26 0 9 1 20 26 20
split_gain=0.0352849 0.0228916 0.0401849 0.0259443 0.0400217 0.0303758 0.0338181 0.0286198 0.027997 0.0470222 0.0393019
threshold=-0.10984999999999999 0.089700000000000016 -0.05851 -0.092795000000000002 -0.13924499999999998 -0.10287 0.08758500000000001 0.51613500000000012 -0.08231999999999999 -0.025024999999999999 -0.081424999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -7 8 9 -5 -10
right_child=1 -3 3 7 -6 6 -8 -9 10 -11 -12
leaf_value=-0.0022001499681860953 0.0029533143823452608 -0.0016816743288058976 -0.0015236005887029587 -0.0030099320473521997 0.0032685995946418796 0.0031285033032880482 0.0001477421260749203 -0.0024629403607625004 0.0027695270089487683 -0.00024812711256498886 0.00010495766213962676
leaf_weight=68 49 71 61 72 60 54 127 46 56 408 2700
leaf_count=68 49 71 61 72 60 54 127 46 56 408 2700
internal_value=0 8.73179e-05 0.000122115 8.31785e-05 0.000965886 0.000391582 0.00104155 1.70493e-06 3.69931e-05 -0.000664104 0.000159397
internal_weight=0 3704 3633 3584 302 242 181 3282 3236 480 2756
internal_count=3772 3704 3633 3584 302 242 181 3282 3236 480 2756
is_linear=0
shrinkage=0.0995203


Tree=2909
num_leaves=18
num_cat=0
split_feature=2 21 21 26 26 19 17 21 29 2 18 17 18 5 18 5 20
split_gain=0.0316285 0.0234941 0.0437918 0.0361062 0.0530313 0.0385674 0.0755365 0.0556926 0.0507301 0.0290555 0.0336251 0.0899367 0.0559971 0.033911 0.108522 0.0543665 0.0224821
threshold=0.41639000000000009 0.089125000000000024 0.088010000000000019 -0.2382 -0.126245 0.0069650000000000016 -0.15450999999999998 0.090095000000000022 -0.077709999999999987 0.14153500000000005 -0.093649999999999997 -0.015464999999999998 -0.11533 0.054660000000000007 -0.071844999999999992 -1.0000000180025095e-35 -0.053499999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -3 -5 7 -7 -6 -9 10 11 12 -1 15 -15 -12 -8
right_child=-2 3 -4 4 5 6 16 8 -10 -11 13 -13 -14 14 -16 -17 -18
leaf_value=-0.00087073685592799893 -0.0017911575195220407 -0.0028460617634478991 0.0029737790714934494 0.0024210495372627527 -0.0033199633572238586 -0.0050193538362352363 0.00053448959617074891 -0.0026867131121162246 0.00050010192027452475 0.0020887403596688628 -3.8041151308166338e-05 0.00500011195815707 0.0019872388213297574 -0.0045251967992817211 -1.9627233951596218e-06 0.0017131317435144671 -0.0017110419344984801
leaf_weight=156 91 53 57 72 47 48 90 54 585 77 1679 49 120 67 245 196 86
leaf_count=156 91 53 57 72 47 48 90 54 585 77 1679 49 120 67 245 196 86
internal_value=0 8.68004e-05 0.000244222 -0.00031486 -0.000177414 -0.000383906 -0.00151774 -1.24802e-05 0.000229512 0.000183811 0.000125094 0.00106966 0.000368895 -1.48994e-05 -0.000975923 0.000144578 -0.000558108
internal_weight=0 3681 2646 1035 982 910 224 686 639 2589 2512 325 276 2187 312 1875 176
internal_count=3772 3681 2646 1035 982 910 224 686 639 2589 2512 325 276 2187 312 1875 176
is_linear=0
shrinkage=0.0995203


Tree=2910
num_leaves=22
num_cat=0
split_feature=2 5 5 1 0 4 17 1 9 2 17 17 5 5 9 6 6 1 29 9 26
split_gain=0.0258937 0.0300281 0.0697656 0.0382728 0.0286084 0.0528369 0.0219656 0.0550545 0.0885265 0.0655029 0.0816792 0.03194 0.116627 0.105305 0.0946395 0.0772852 0.0535809 0.0658533 0.0455662 0.0479089 0.029875
threshold=0.13398000000000002 -0.46834999999999999 -0.084089999999999984 -0.11064999999999998 -0.23058999999999999 0.095805000000000015 0.093960000000000016 -0.082635 0.083925000000000013 -0.086254999999999984 0.18936500000000003 0.0065250000000000013 -0.061665000000000005 -0.080724999999999991 0.088285000000000016 0.08846500000000003 0.10877500000000002 -0.066524999999999987 -0.08570499999999999 0.11351500000000002 0.087525000000000019
decision_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 -1 11 20 -9 -10 -11 16 13 14 -13 -14 18 -18 -6 -20 -8
right_child=1 2 3 -5 6 -7 7 8 9 10 -12 12 15 -15 -16 -17 17 -19 19 -21 -22
leaf_value=0.0041232120863006804 0.0010655038290096957 -0.0035977914104700394 -0.0014234720206822223 0.002089661580270854 0.0026713041357202517 -0.00026978528640073525 -5.5468025129673636e-05 -0.0039229329558691595 0.0026737115910061755 -0.004520768836775141 -0.00024039915195563956 -0.00074615119014470762 0.0011865417060311497 -0.0031300805976516495 0.004245318579494845 0.0069184869979138927 -0.0043269020210310802 3.6355312815523816e-05 0.0001893069022173582 -0.0020942498159856127 0.0034765617275497483
leaf_weight=49 60 88 73 53 70 60 46 80 62 51 333 87 47 76 66 47 60 79 2142 95 48
leaf_count=49 60 88 73 53 70 60 46 80 62 51 333 87 47 76 66 47 60 79 2142 95 48
internal_value=0 -0.000894227 -0.00144751 4.77779e-05 0.00011029 0.00169754 5.89983e-05 -0.000476084 -0.000873566 -0.000324758 -0.000811018 0.000179103 0.00110937 -9.87346e-05 0.00140168 0.00406123 5.59243e-05 -0.00184118 0.000170582 9.19638e-05 0.00173941
internal_weight=0 274 214 126 3498 109 3389 620 526 446 384 2769 323 229 153 94 2446 139 2307 2237 94
internal_count=3772 274 214 126 3498 109 3389 620 526 446 384 2769 323 229 153 94 2446 139 2307 2237 94
is_linear=0
shrinkage=0.0995203


Tree=2911
num_leaves=21
num_cat=0
split_feature=24 2 2 17 3 0 4 29 2 17 2 0 2 20 26 26 9 29 21 17
split_gain=0.023502 0.031726 0.0162602 0.0580955 0.0719294 0.194108 0.118128 0.130288 0.0762591 0.051306 0.0425359 0.0345734 0.0224621 0.0213632 0.0629072 0.0332291 0.0205495 0.0513978 0.0200214 0.00341592
threshold=0.10415500000000003 0.42136500000000005 -0.011474999999999999 -0.088525000000000006 0.12015500000000003 -0.066264999999999991 0.08544000000000003 -0.077259999999999995 0.084895000000000012 -0.11491499999999999 -0.01504 -0.14401 0.11241000000000002 1.0000000180025095e-35 0.086515000000000022 -0.08274999999999999 0.13642500000000005 -0.077259999999999995 0.10726000000000002 -0.30645999999999995
decision_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 6 11 8 -8 -5 12 13 -6 19 16 15 -15 17 -1 -16 -4
right_child=-2 -3 3 4 5 -7 7 -9 -10 -11 -12 -13 -14 14 18 -17 -18 -19 -20 -21
leaf_value=0.0031043331104207432 -0.0021542110770393103 -0.0020064162656747387 -0.0014255726127609498 0.0019222983687255041 -0.0011898228136212623 0.0045530863133673135 -0.00072300726031950078 0.0047234870034234501 -0.0029911550208345356 -0.0035629778624245156 -0.0029367580907050292 -0.0049092583038089473 0.0018749579252900399 -0.0010237305642042647 -0.0036073998849650876 0.0024840281886501876 -0.0014956654372243663 0.00010758397604864329 -0.00089133062469474566 -0.00019583347052696309
leaf_weight=58 48 72 46 62 47 47 59 163 63 53 48 54 46 50 68 57 75 2563 46 47
leaf_count=58 48 72 46 62 47 47 59 163 63 53 48 54 46 50 68 57 75 2563 46 47
internal_value=0 6.18071e-05 0.000102807 0.000539067 0.00110979 -0.000723153 0.00189393 0.00327231 -0.000547533 -0.000928068 1.44767e-06 -0.00318654 7.07216e-05 5.00773e-05 -0.000890136 0.000837238 0.000127453 0.000174211 -0.00251862 -0.000812894
internal_weight=0 3724 3652 687 495 148 347 222 125 192 2965 101 139 2917 221 107 2696 2621 114 93
internal_count=3772 3724 3652 687 495 148 347 222 125 192 2965 101 139 2917 221 107 2696 2621 114 93
is_linear=0
shrinkage=0.0995203


Tree=2912
num_leaves=24
num_cat=0
split_feature=4 36 1 1 5 5 8 9 1 2 2 6 0 18 9 1 18 0 8 6 20 1 2
split_gain=0.0238612 0.0221241 0.029838 0.0255582 0.0425001 0.0443736 0.0395715 0.0790306 0.0674355 0.0531447 0.0800458 0.038724 0.08908 0.0821851 0.0755218 0.0881044 0.0496163 0.039684 0.0867438 0.0833062 0.0267213 0.0833971 0.0456875
threshold=0.14903500000000006 0.08605500000000002 0.015980000000000005 -0.0084199999999999987 0.054660000000000007 0.065520000000000023 -0.093384999999999982 0.08597500000000001 -0.082849999999999993 -0.13535499999999998 -0.086414999999999992 -0.095814999999999997 -0.23032 0.088635000000000019 0.082335000000000019 0.0099250000000000015 -0.087724999999999984 -0.11239999999999999 -0.088024999999999992 -0.13578499999999999 -0.081324999999999995 -0.049499999999999995 -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=1 3 -3 4 6 -6 7 8 -1 -8 -11 13 -13 17 15 -14 -16 19 -19 -5 21 -7 -22
right_child=-2 2 -4 11 5 20 9 -9 -10 10 -12 12 14 -15 16 -17 -18 18 -20 -21 22 -23 -24
leaf_value=-0.0016549433743670789 0.0017497188927134719 -0.0032158616829649866 0.00012964006557443711 0.0002056735802344593 -0.0024873670638717107 -0.0014749547810606546 0.0038963886336112574 -0.0030759971259570729 0.0030519452810459976 -0.0008728559623739149 0.0010121727772219409 -0.0043706508309635534 0.0050594174362659809 0.0032164581465826802 0.00049108094676201218 -0.00017321062845625424 -0.001542369148166897 0.0036430482730338185 -0.00052432648144790529 -0.0039844807086542875 0.00054442740826624351 0.0039026561336995354 -0.0013538849404146228
leaf_weight=56 76 50 55 138 90 56 50 86 65 288 985 63 48 82 165 94 420 69 174 71 243 58 259
leaf_count=56 76 50 55 138 90 56 50 86 65 288 985 63 48 82 165 94 420 69 174 71 243 58 259
internal_value=0 -3.18456e-05 -0.00145566 9.91898e-06 0.000215334 -0.000422758 0.000510309 -0.000767325 0.000866785 0.000710829 0.000585066 -0.000336372 -0.000779174 0.000317176 -0.000466819 0.0015898 -0.000967433 -0.000206989 0.000655634 -0.00121386 -0.000119781 0.00125384 -0.00043335
internal_weight=0 3665 105 3560 2236 706 1530 207 121 1323 1273 1324 790 534 727 142 585 452 243 209 616 114 502
internal_count=3741 3665 105 3560 2236 706 1530 207 121 1323 1273 1324 790 534 727 142 585 452 243 209 616 114 502
is_linear=0
shrinkage=0.0995203


Tree=2913
num_leaves=17
num_cat=0
split_feature=4 38 17 17 1 1 1 18 26 3 3 21 0 6 5 1
split_gain=0.0193483 0.0247262 0.0209199 0.0839663 0.0530815 0.150735 0.0764593 0.0550368 0.0626026 0.0426333 0.145176 0.0676464 0.0580314 0.0397317 0.0371697 0.0326001
threshold=0.14903500000000006 -0.081409999999999996 -0.011809999999999999 -0.016209999999999999 -0.084204999999999988 -0.087944999999999995 -0.082635 0.0089800000000000036 0.082850000000000021 0.11868500000000003 0.11604000000000002 0.13765500000000006 -0.065939999999999985 0.091495000000000007 0.054660000000000007 -0.080844999999999986
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 7 -6 8 -4 10 13 12 -11 -3 15 -8
right_child=-2 2 4 -5 6 -7 14 -9 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0019832955949853313 0.0015755863458497095 0.00035506301902182976 -0.00084765238154810253 0.0034018864868180765 0.003851482541186712 -0.0050106961639851903 -0.0018265321551841403 -0.0021441136488449604 0.0041216928294386989 0.00066407352093227426 0.0054559319253737089 0.0020929028827792579 -0.0034184450133915223 -0.00099681443197384813 -0.0025493319208002999 7.8440450112814887e-05
leaf_weight=63 76 1146 50 80 49 84 95 62 50 49 52 47 114 265 61 1398
leaf_count=63 76 1146 50 80 49 84 95 62 50 49 52 47 114 265 61 1398
internal_value=0 -2.86763e-05 5.28327e-06 0.000251824 -0.000228014 -0.00158923 -1.86081e-05 0.000179813 0.00162883 0.000100704 0.000291494 -0.00122457 -0.00218616 0.000100587 -0.000141165 -4.22252e-05
internal_weight=0 3665 3602 1753 1849 246 1603 162 100 1673 1463 210 163 1411 1554 1493
internal_count=3741 3665 3602 1753 1849 246 1603 162 100 1673 1463 210 163 1411 1554 1493
is_linear=0
shrinkage=0.0995203


Tree=2914
num_leaves=40
num_cat=0
split_feature=1 1 2 1 2 9 9 18 17 17 1 17 20 18 6 1 5 6 18 17 1 26 17 6 6 6 3 20 3 9 4 21 2 20 26 1 21 1 5
split_gain=0.0193812 0.0363342 0.0911527 0.260093 0.117327 0.103815 0.107734 0.0768777 0.0681873 0.0607608 0.185128 0.10938 0.0546036 0.0458567 0.0551365 0.041981 0.0665373 0.0582501 0.0827674 0.0553591 0.0310311 0.0252137 0.0403287 0.034657 0.109368 0.0933092 0.0659588 0.0500315 0.0759347 0.0653562 0.0424052 0.0723288 0.0345232 0.0694743 0.0308062 0.02879 0.0252423 0.0246887 0.0223863
threshold=-0.018369999999999997 -0.083284999999999984 -0.084804999999999992 -0.082195000000000004 -0.082830000000000001 0.085945000000000021 0.089605000000000018 -0.015979999999999998 -0.0082649999999999998 -0.011809999999999999 -0.08616 -0.00265 -0.011659999999999998 -0.0097449999999999985 0.031195000000000007 -0.093734999999999999 0.066815000000000027 0.090335000000000013 -0.078409999999999994 -0.14169499999999999 -0.50388999999999995 -0.051374999999999997 1.0000000180025095e-35 -0.095814999999999997 -0.092919999999999989 -0.101065 0.13085500000000003 -0.0062099999999999994 0.094525000000000012 0.083425000000000013 0.13424500000000003 0.084795000000000023 -0.095204999999999998 -0.081689999999999999 -0.100565 0.070450000000000026 0.092775000000000024 0.42266000000000009 -0.4345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -5 8 -7 12 -6 10 15 -11 -3 -13 -15 16 19 18 -17 -1 -18 22 32 25 -25 30 27 29 -29 -26 31 -23 -2 -34 -24 -35 -33 -37 -32
right_child=21 2 3 4 5 6 -8 -9 -10 11 -12 13 -14 14 -16 17 20 -19 -20 -21 -22 23 34 24 26 -27 -28 28 -30 -31 38 36 33 35 -36 37 -38 -39 -40
leaf_value=3.8959630043698932e-05 0.0018672742691815565 0.00219358960941976 0.0080823811641911707 0.0050437025849561492 0.0009239947780112646 -0.002730400323800185 0.00043247391558371145 -0.005009974438319016 0.0052857561556252514 -0.0045849294585484932 0.006122091036345906 0.0018403194737261004 -0.0024109155996659363 0.00022558632673239258 -0.0039222404597544789 0.0027578997503423753 0.00088018927380349287 -0.0042607948664217703 -0.0020839440850663471 0.0039094065087032425 -0.0011586299877514121 -0.0032628269382588559 0.00044657784337986326 -0.0050875985460163593 -0.0028539916710341503 0.0037879147369298473 -0.00373251198342598 0.0047585833004199739 -0.00094788066138768443 -0.00013251989702214135 0.00016533888950419392 0.0016439394249238024 -0.0034682684398528833 0.0020892324843740134 0.0041110467600313201 -0.0023043910832373309 -0.00058310113716923565 0.00080839295280775761 0.0030883152797675376
leaf_weight=69 68 51 49 55 93 140 447 46 58 79 50 70 51 86 50 54 114 51 99 79 209 90 46 56 105 63 59 46 46 526 61 69 64 62 46 47 187 54 46
leaf_count=69 68 51 49 55 93 140 447 46 58 79 50 70 51 86 50 54 114 51 99 79 209 90 46 56 105 63 59 46 46 526 61 69 64 62 46 47 187 54 46
internal_value=0 0.000214889 0.000643536 0.00104449 0.000608583 0.000276943 -0.00032048 -0.00163204 0.0026048 -0.000204459 0.000278563 -0.00143607 -0.000100637 -0.000224525 -0.00129333 -0.000153078 0.000362076 -0.00134649 -0.000369707 0.00211047 -0.000436512 -0.000239235 0.000468147 -0.000442024 -0.000837306 0.000198339 -0.00053189 -0.000269572 0.00189645 -0.000586677 -0.000299066 -0.000836019 -9.65358e-05 -0.00068842 0.00228771 0.000398032 1.39583e-05 -0.000632026 0.0014296
internal_weight=0 2000 990 842 793 738 587 148 151 1010 725 285 102 206 136 675 471 204 153 148 323 1741 387 1354 838 516 782 723 92 631 453 346 295 227 92 163 256 101 107
internal_count=3741 2000 990 842 793 738 587 148 151 1010 725 285 102 206 136 675 471 204 153 148 323 1741 387 1354 838 516 782 723 92 631 453 346 295 227 92 163 256 101 107
is_linear=0
shrinkage=0.0995203


Tree=2915
num_leaves=8
num_cat=0
split_feature=5 27 20 4 30 30 29
split_gain=0.0174461 0.0155578 0.0217481 0.0171126 0.0272135 0.0370507 0.0257758
threshold=-0.54885499999999998 -0.032854999999999995 0.27420500000000009 0.14903500000000006 0.11290000000000001 0.096655000000000033 0.075910000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3
right_child=1 2 -4 -5 -6 -7 -8
leaf_value=-0.0016387624529181377 0.0013165216364925893 2.0467310041354693e-05 -0.0021278551986935739 0.0015143875909401866 -0.0022217158886935532 0.0025460703939835078 -0.0023023195628392298
leaf_weight=63 91 3306 47 75 54 57 48
leaf_count=63 91 3306 47 75 54 57 48
internal_value=0 3.14519e-05 -9.21293e-07 2.70864e-05 -4.86999e-06 2.99852e-05 -1.25307e-05
internal_weight=0 3678 3587 3540 3465 3411 3354
internal_count=3741 3678 3587 3540 3465 3411 3354
is_linear=0
shrinkage=0.0995203


Tree=2916
num_leaves=13
num_cat=0
split_feature=5 5 0 17 20 6 1 4 5 1 17 0
split_gain=0.023225 0.0377996 0.0343139 0.0833021 0.0429597 0.0394821 0.0222379 0.0517572 0.112841 0.0513964 0.027694 0.0243186
threshold=-0.49053999999999998 -0.46244499999999994 -0.14401 0.047990000000000012 -0.048779999999999997 -0.13578499999999999 0.51334500000000016 0.13179000000000005 -0.38486499999999996 0.066150000000000028 0.53699500000000022 0.12433000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -6 7 8 -3 -9 11 -10
right_child=1 6 3 -5 5 -7 -8 9 10 -11 -12 -13
leaf_value=0.0023288211105593429 -0.0021809676250994941 0.0041902182977510841 -0.00026572606035952709 0.0044365119533091094 0.00061541166309003769 -0.00327104605819881 0.0020974202370885354 -0.00016817837808756403 -1.3541803103955172e-05 -0.0040076626616501864 -0.0020818346613181347 0.0014435800096541779
leaf_weight=47 78 65 78 71 52 51 51 79 2914 62 62 118
leaf_count=47 78 65 78 71 52 51 51 79 2914 62 62 118
internal_value=0 -1.50349e-05 0.000899326 0.00196944 -0.000158201 -0.001301 3.51364e-05 3.01666e-06 8.65317e-05 -0.00186227 5.51371e-08 4.28968e-05
internal_weight=0 3429 299 149 150 103 3351 3300 3159 141 3094 3032
internal_count=3728 3429 299 149 150 103 3351 3300 3159 141 3094 3032
is_linear=0
shrinkage=0.0995203


Tree=2917
num_leaves=11
num_cat=0
split_feature=8 9 2 2 2 20 4 0 2 9
split_gain=0.0221722 0.0598757 0.0418377 0.0248691 0.0322071 0.0624463 0.0328881 0.0313349 0.0266334 0.0161927
threshold=-0.51030999999999993 -0.26414499999999996 0.31326500000000007 0.15165000000000003 0.10166000000000001 -0.053499999999999999 0.09777000000000001 0.12433000000000002 0.094050000000000022 0.091485000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -7 8 -3 -9
right_child=1 2 -4 -5 5 6 -8 9 -10 -11
leaf_value=0.0016707268263140996 -0.0030758511753456075 -2.95178911662375e-05 0.0029567023970559882 -0.0022453285844559441 0.0042578765118072119 -0.0017959671507782517 0.0013719938014759778 0.0028509128776876185 -0.0019929169913725665 0.0004921259825312643
leaf_weight=82 61 3109 49 47 52 51 89 54 70 64
leaf_count=82 61 3109 49 47 52 51 89 54 70 64
internal_value=0 1.56323e-05 6.84633e-05 2.82081e-05 5.90694e-05 0.0013121 0.000212103 -1.36522e-05 -7.30085e-05 0.00157851
internal_weight=0 3646 3585 3536 3489 192 140 3297 3179 118
internal_count=3728 3646 3585 3536 3489 192 140 3297 3179 118
is_linear=0
shrinkage=0.0995203


Tree=2918
num_leaves=19
num_cat=0
split_feature=2 2 5 19 17 18 7 18 26 3 17 17 5 20 3 8 18 8
split_gain=0.0193284 0.0427179 0.1218 0.0305149 0.0531342 0.0597451 0.0369955 0.0482737 0.0731569 0.050372 0.0253686 0.0382372 0.0234216 0.0270308 0.0545 0.0264082 0.121726 0.113497
threshold=-0.085944999999999994 -0.084869999999999987 -0.011204999999999998 0.11219500000000003 -0.56368999999999991 -0.14907499999999999 0.079440000000000024 -0.089024999999999993 0.085505000000000012 0.087625000000000022 -0.54604999999999992 -0.53166999999999998 -0.49053999999999998 -0.062769999999999992 0.12015500000000003 -0.087374999999999994 -0.020999999999999998 -0.083849999999999994
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 -6 7 8 -7 -9 -3 -12 13 -13 -15 16 -14 -17
right_child=1 10 -4 -5 5 6 -8 9 -10 -11 11 12 15 14 -16 17 -18 -19
leaf_value=-0.0036226459107064238 -0.0019763635852847318 -0.0018603532604340837 0.0044600351227747298 0.0021048669906737322 0.0026908090085582411 -0.0004487757746281908 -0.0032569022620424276 0.0012055785917587008 -0.0046513321401569349 -0.0007077530012519111 0.0028433121637580329 -0.00048797481097546643 -0.0046591244010794862 0.0031741584674188023 -0.0006431629822904228 0.0023127253598900195 -9.6300501683315492e-05 -0.00011869873690322198
leaf_weight=50 47 64 76 48 62 142 46 243 58 310 51 77 64 101 58 220 613 1398
leaf_count=50 47 64 76 48 62 142 46 243 58 310 51 77 64 101 58 220 613 1398
internal_value=0 0.000180607 0.00199394 -0.000337702 -0.000467298 -0.00028311 -0.000514902 -0.000346308 -0.00167161 0.000131525 9.60041e-05 0.000144813 9.01148e-05 0.00103422 0.00177653 -6.61271e-06 -0.000528855 0.000211397
internal_weight=0 2769 123 959 911 861 799 753 200 553 2646 2582 2531 236 159 2295 677 1618
internal_count=3728 2769 123 959 911 861 799 753 200 553 2646 2582 2531 236 159 2295 677 1618
is_linear=0
shrinkage=0.0995203


Tree=2919
num_leaves=27
num_cat=0
split_feature=30 2 2 5 9 0 9 6 5 26 26 8 9 9 0 1 1 0 0 8 8 2 0 21 6 20
split_gain=0.021892 0.0176121 0.0354226 0.098793 0.0264486 0.0717729 0.121837 0.0759528 0.0752834 0.0701555 0.06744 0.0329131 0.0426371 0.0462831 0.0422098 0.0753922 0.0327594 0.0242653 0.0516568 0.0495687 0.0861572 0.0845361 0.041089 0.0453088 0.0466802 0.0428539
threshold=-0.020805000000000001 -0.085944999999999994 -0.084869999999999987 -0.011204999999999998 0.088825000000000029 -0.08076499999999999 0.085405000000000023 0.089165000000000022 -0.018754999999999997 0.083760000000000015 0.085790000000000019 0.097995000000000013 0.098465000000000011 0.10591500000000002 -0.073219999999999993 -0.49837999999999999 -0.01538 -0.10942499999999999 -0.1021 -0.087374999999999994 -0.086489999999999997 -0.082404999999999992 -0.14401 0.11119000000000002 -1.0000000180025095e-35 -0.06470999999999999
decision_type=2 2 2 2 2 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 7 -7 8 9 -2 -10 14 -13 -14 16 -16 -6 22 -19 21 -21 -20 23 24 -4 -24
right_child=1 2 17 -5 11 6 -8 -9 10 -11 -12 12 13 -15 15 -17 -18 18 19 20 -22 -23 25 -25 -26 -27
leaf_value=0.0022000046977263522 -0.00048606263582162804 -0.0017796754669171762 -0.00098755317541347146 0.0040161715196771917 -0.0017267264453290699 -0.00010344884697320554 -0.0062933273894085389 0.0025636108064603998 -0.0011608786743462975 -0.0059442624803615861 0.0022398976863904131 -0.0033970265833068842 0.0024750190453276324 -0.0017705118114819576 -0.00068456005349743507 0.0045501042905654026 0.0012751780998064017 -0.0031807872160576596 -0.003832575726718199 0.0037923831504755963 0.00011635137520632586 -0.00029845036834002961 0.00048121505504232498 0.002797429158499007 0.0023783054624050919 0.0037111351533221648
leaf_weight=46 47 47 242 76 70 71 57 81 158 47 91 47 48 54 46 66 74 52 80 66 1479 418 89 51 49 76
leaf_count=46 47 47 242 76 70 71 57 81 158 47 91 47 48 54 46 66 74 52 80 66 1479 418 89 51 49 76
internal_value=0 1.50623e-05 0.000144263 0.00179484 -0.000351974 -0.000800477 -0.00286628 -0.000174908 -0.000824001 -0.00322387 7.86879e-05 0.000257297 -0.000915886 0.00021936 0.000943324 0.00239284 -0.000178396 6.59235e-05 -8.32355e-05 -3.9935e-06 0.000273916 -0.000867825 0.000683886 5.91175e-05 -0.00041798 0.0019739
internal_weight=0 3682 2725 123 957 552 128 424 343 94 249 405 149 102 256 112 144 2602 2095 2043 1545 498 507 342 291 165
internal_count=3728 3682 2725 123 957 552 128 424 343 94 249 405 149 102 256 112 144 2602 2095 2043 1545 498 507 342 291 165
is_linear=0
shrinkage=0.0995203


Tree=2920
num_leaves=14
num_cat=0
split_feature=30 2 21 2 20 8 38 5 5 11 26 4 2
split_gain=0.0320418 0.0368428 0.0320161 0.0592232 0.0501353 0.0338326 0.0336521 0.0272701 0.0435431 0.0423816 0.0412592 0.0387431 0.0205698
threshold=0.10801000000000002 -0.0043799999999999993 -0.084999999999999992 -0.08569499999999998 -0.065649999999999986 -0.50270999999999988 -0.072014999999999996 -0.0089549999999999994 -0.0071849999999999995 -0.065469999999999987 0.095150000000000026 0.13364000000000004 -0.088554999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 12 -5 -4 -7 9 -9 -8 -10 -11 -1
right_child=1 -3 5 4 -6 6 7 8 10 11 -12 -13 -14
leaf_value=-0.00091463410306814798 -0.00014738842992820345 0.003798461908539896 -0.0023866613225168747 -0.00079868864669600771 -0.0051104099117280921 0.0020289989972076166 -0.0027130194192944036 0.0026127489545491318 -9.875719149902309e-05 -0.00025501576456990639 0.0012929983482344466 0.0021146540348989198 0.0020392426009211112
leaf_weight=47 47 46 58 56 52 82 67 78 1016 1787 266 71 46
leaf_count=47 47 46 58 56 52 82 67 78 1016 1787 266 71 46
internal_value=0 0.00179552 -7.51429e-05 -0.00129587 -0.00288228 -3.26425e-06 3.75491e-05 -1.19122e-05 0.000328967 -0.000253166 0.000189377 -0.000164023 0.000537621
internal_weight=0 93 3626 201 108 3425 3367 3285 1360 1925 1282 1858 93
internal_count=3719 93 3626 201 108 3425 3367 3285 1360 1925 1282 1858 93
is_linear=0
shrinkage=0.0995203


Tree=2921
num_leaves=11
num_cat=0
split_feature=35 21 18 8 20 11 2 30 30 1
split_gain=0.0277885 0.0312251 0.0422577 0.0378781 0.0293077 0.0469595 0.0482491 0.0359766 0.0283652 0.0278286
threshold=0.004000000000000001 -0.084999999999999992 -0.085454999999999989 -0.086064999999999989 -0.23598 -0.085504999999999984 -0.015714999999999996 0.10801000000000002 0.09116500000000001 -0.51744999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 -6 8 9 -7
right_child=-2 4 3 -5 5 7 -8 -9 -10 -11
leaf_value=-0.0036759295111390756 -0.0024299498753492439 -0.0019696351636094398 -0.002147641249133797 0.0010275750169761204 -0.00021321838708692549 0.0020809059064649913 0.003974095077023493 0.00234884351952742 -0.0021064581228481751 0
leaf_weight=51 47 68 66 85 48 65 62 66 62 3099
leaf_count=51 47 68 66 85 48 65 62 66 62 3099
internal_value=0 5.19014e-06 -0.00119739 -0.000354847 7.54322e-05 0.00011655 0.00213946 4.87072e-05 1.39548e-06 4.29586e-05
internal_weight=0 3672 202 151 3470 3402 110 3292 3226 3164
internal_count=3719 3672 202 151 3470 3402 110 3292 3226 3164
is_linear=0
shrinkage=0.0995203


Tree=2922
num_leaves=21
num_cat=0
split_feature=35 3 26 1 26 21 3 17 5 26 5 20 20 21 26 4 0 3 17 21
split_gain=0.0225325 0.0264829 0.0473318 0.0819956 0.0585247 0.0471606 0.037005 0.0596997 0.156517 0.0352453 0.0341866 0.0324241 0.0574737 0.0308794 0.0432142 0.0427082 0.0296968 0.029132 0.0286739 0.0258841
threshold=0.004000000000000001 0.11926500000000002 0.047170000000000011 -0.072579999999999992 0.10089500000000003 -1.0000000180025095e-35 0.11089500000000001 -0.45791500000000002 -0.016815 -0.054024999999999997 -0.27157999999999999 -0.16295499999999999 -0.14765999999999999 -0.084999999999999992 0.08425500000000001 0.10495500000000003 -0.052884999999999995 0.13977500000000004 -0.038314999999999995 0.11240000000000001
decision_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 -4 -5 11 16 10 19 -9 -1 -13 14 -14 -15 -8 -11 -6 -7
right_child=-2 2 4 5 18 9 7 8 -10 17 -12 12 13 15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0019813792057723624 -0.0021881209502714301 -0.0037902346417820693 0.004611588919584607 0.0035351676752143385 -0.0012122512294133038 0.0028473214949054299 0.002639674829543723 -0.0017287935056041826 -0.0061044524644671711 -0.0027866016346824855 0.001426817430044624 0.0034068812966333651 -0.0032806841478381999 -3.4575780085625328e-05 0.00066823530103633582 0.0015919010630618294 -0.00088996453026122114 0.00025898389690280464 0.0019370491235467498 -0.00013963113910712993
leaf_weight=79 47 49 57 46 46 56 48 70 66 56 66 50 65 2452 47 171 46 69 75 58
leaf_count=79 47 49 57 46 46 56 48 70 66 56 66 50 65 2452 47 171 46 69 75 58
internal_value=0 4.64718e-06 0.000668835 -2.72861e-05 0.00197964 0.000616805 -0.000102709 -0.00116207 -0.00212742 5.16861e-05 -0.000191375 6.49244e-06 6.31749e-05 1.74742e-06 -0.00161624 7.11463e-05 0.000903696 -0.00109889 0.000733029 0.00132046
internal_weight=0 3672 512 334 178 285 3160 296 202 239 136 2864 2785 2735 112 2623 94 125 121 114
internal_count=3719 3672 512 334 178 285 3160 296 202 239 136 2864 2785 2735 112 2623 94 125 121 114
is_linear=0
shrinkage=0.0995203


Tree=2923
num_leaves=19
num_cat=0
split_feature=35 21 2 5 3 0 20 5 8 2 3 20 20 4 4 4 2 8
split_gain=0.0182708 0.0232846 0.0374038 0.0453337 0.0226472 0.040022 0.0709581 0.037011 0.0352743 0.038696 0.0937348 0.157553 0.0998464 0.0890161 0.0460358 0.0352411 0.0445293 0.0410358
threshold=0.004000000000000001 -0.084999999999999992 -0.08569499999999998 -0.068984999999999991 0.12212000000000002 -0.065939999999999985 0.047510000000000011 -0.40421499999999994 -0.409445 -0.062394999999999999 0.086605000000000029 -0.085349999999999995 -1.0000000180025095e-35 0.10801000000000002 0.10353000000000002 0.13707500000000003 -0.011474999999999999 -0.045194999999999999
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 8 6 7 -6 -3 13 12 -12 -11 14 -10 16 17 -7
right_child=-2 4 3 -5 5 15 -8 -9 9 10 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.00045389987267150994 -0.0019703585701285583 -0.0020060296428405086 2.5534414710950903e-05 -0.0040173494371067596 0.001625140461805507 -0.00244480141202209 -0.0011747332413780758 0.0050709216339669015 -0.00013402580614531984 0.0062850805499584852 -0.0043760740490967637 0.00078041191962670005 0.0011066179940973119 -0.0044914350732545329 0.0030126322706988777 -0.0021523827967587484 0.0029565986700829925 0.0010650845114564505
leaf_weight=91 47 87 48 63 71 56 53 56 2248 53 70 363 123 46 47 61 56 80
leaf_count=91 47 87 48 63 71 56 53 56 2248 53 70 363 123 46 47 61 56 80
internal_value=0 4.16251e-06 -0.00103428 -0.0022617 6.48498e-05 0.000738263 0.00187275 0.00315099 -3.08925e-05 2.70798e-05 0.000734001 -5.13099e-05 0.00267069 -0.000156473 -6.92277e-05 -6.56496e-05 0.00059306 -0.000374144
internal_weight=0 3672 202 111 3470 433 180 127 3037 2950 609 433 176 2341 2295 253 192 136
internal_count=3719 3672 202 111 3470 433 180 127 3037 2950 609 433 176 2341 2295 253 192 136
is_linear=0
shrinkage=0.0995203


Tree=2924
num_leaves=22
num_cat=0
split_feature=8 9 1 1 1 26 9 26 9 0 17 18 17 9 20 20 0 26 20 20 20
split_gain=0.0221295 0.0288606 0.0206868 0.0369266 0.0577707 0.0408949 0.128472 0.126965 0.145518 0.0418492 0.037089 0.0562511 0.0560016 0.0340277 0.0373072 0.0699888 0.123963 0.0424595 0.032401 0.0293347 0.0142058
threshold=-0.51030999999999993 -0.46256000000000003 -0.0088199999999999997 -0.087734999999999994 -0.089520000000000002 0.08598500000000002 0.084115000000000009 0.083705000000000016 0.084345000000000017 -0.050494999999999991 -0.12647999999999998 -0.089674999999999991 -0.14763999999999997 -0.094329999999999997 -0.095634999999999998 -0.083495 -0.086589999999999986 0.082250000000000031 -0.084474999999999995 -0.081945000000000004 -0.070634999999999989
decision_type=2 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 7 -7 18 -9 -8 12 -12 -3 20 17 16 -16 -15 -5 -17 -4
right_child=1 2 13 5 -6 6 9 8 -10 -11 11 -13 -14 14 15 19 -18 -19 -20 -21 -22
leaf_value=0.0016343633857115794 -0.0025057497570057097 0.00010355822470759474 0.00027589592467287404 -0.0010862578183406357 -0.003093112226994996 -0.0049694237255287245 0.00052416937996230153 0.0061781455093723259 0.00063564043080414868 -0.0025546790114756106 -0.0028467997676714396 -1.7185191260218626e-05 0.0036713796091728218 0.0030168078785100471 -0.00010672821643349944 0.0016673025086745294 -0.0067881842700919645 -0.00085739271397034824 0.00094467767348843212 -0.00048129265066360901 0.0027578952737069636
leaf_weight=81 46 303 46 148 70 47 859 89 100 46 98 242 51 63 65 67 48 50 164 1005 47
leaf_count=81 46 303 46 148 70 47 859 89 100 46 98 242 51 63 65 67 48 50 164 1005 47
internal_value=0 -2.86821e-05 2.67226e-06 0.000191655 -0.000367859 0.000486417 0.000102464 0.00121437 0.00324994 0.000366771 -9.17983e-05 -0.000835188 0.000619879 -0.000297944 -0.000430192 -0.000595425 -0.00295211 0.00129532 -1.6091e-05 -0.000346242 0.00153904
internal_weight=0 3654 3608 2217 764 1453 952 501 189 905 694 340 354 1391 1298 1185 113 113 312 1072 93
internal_count=3735 3654 3608 2217 764 1453 952 501 189 905 694 340 354 1391 1298 1185 113 113 312 1072 93
is_linear=0
shrinkage=0.0995203


Tree=2925
num_leaves=15
num_cat=0
split_feature=21 3 3 8 9 17 0 18 9 4 4 9 2 8
split_gain=0.0199589 0.0456069 0.0588254 0.032818 0.0296722 0.025971 0.0779029 0.0637552 0.035116 0.0269537 0.0413197 0.0373901 0.0246341 0.018973
threshold=0.12208500000000003 0.13640000000000005 0.10871500000000002 -0.51030999999999993 -0.25326499999999996 -0.53166999999999998 -0.078144999999999992 -0.030229999999999996 0.09550500000000002 0.14123000000000005 0.11509500000000002 -0.063329999999999984 -0.085944999999999994 -0.032504999999999999
decision_type=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 10 12 -12 -7 -3
right_child=1 13 -4 4 5 9 7 -9 -10 -11 11 -13 -14 -15
leaf_value=0.0022174727475719009 0.00050125771840975645 -0.00073468961771373082 -0.0035430974326143448 -0.0021683671983331273 0.0039128194769718497 -0.00044454360098337785 0.0027292744241051506 -0.0029338792149709199 -0.00084206986091978227 0.002235421878173612 0.00027657416141630987 -0.0026330073173909362 0.00021606693928246911 0.0019732526332167785
leaf_weight=69 58 46 91 60 68 758 66 53 46 52 71 112 2128 57
leaf_count=69 58 46 91 60 68 758 66 53 46 52 71 112 2128 57
internal_value=0 -0.000848614 -0.00196329 6.85286e-05 2.48567e-05 6.43355e-05 0.00107792 -8.54469e-05 0.00125516 -1.10716e-05 -4.94021e-05 -0.00149968 4.22757e-05 0.000755933
internal_weight=0 252 149 3483 3414 3354 233 165 112 3121 3069 183 2886 103
internal_count=3735 252 149 3483 3414 3354 233 165 112 3121 3069 183 2886 103
is_linear=0
shrinkage=0.0995203


Tree=2926
num_leaves=10
num_cat=0
split_feature=9 6 2 8 2 25 1 18 3
split_gain=0.0170029 0.0312322 0.0264518 0.0203571 0.0368377 0.0281177 0.025221 0.0328216 0.0293188
threshold=-0.22988499999999998 -0.25061999999999995 0.31852000000000008 -0.42187000000000002 0.16158000000000003 0.096120000000000025 -0.0088199999999999997 -0.087864999999999985 0.08777500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 -5 -8
right_child=2 -3 -4 4 -6 -7 8 -9 -10
leaf_value=-0.00039392001295262082 0.0020625859425611342 0.003186754818530479 -0.0021747456793009706 -0.00046276753269159688 -0.0027321296654766827 0.0024077395608994422 -0.0012640250163163491 0.00042066728377791984 -0.00011375104561563924
leaf_weight=50 47 46 56 563 49 48 282 1595 999
leaf_count=50 47 46 56 563 49 48 282 1595 999
internal_value=0 0.00131329 -2.84781e-05 4.83821e-06 -2.22816e-05 1.5563e-05 -1.75879e-05 0.000189809 -0.000367612
internal_weight=0 96 3639 3583 3536 3487 3439 2158 1281
internal_count=3735 96 3639 3583 3536 3487 3439 2158 1281
is_linear=0
shrinkage=0.0995203


Tree=2927
num_leaves=23
num_cat=0
split_feature=21 0 3 9 3 6 18 18 18 18 10 10 17 18 1 17 18 0 1 1 9 18
split_gain=0.0176341 0.0514598 0.0369831 0.0706917 0.065291 0.165087 0.0518523 0.0689811 0.0201737 0.083836 0.035656 0.0373999 0.05206 0.0331818 0.0745838 0.0478366 0.0425607 0.0331193 0.0374632 0.0591513 0.0288254 0.0281347
threshold=-0.0050399999999999993 -0.225295 0.089165000000000022 0.084675000000000014 0.087625000000000022 -0.0093650000000000001 -0.080814999999999984 -0.015069999999999998 -0.087529999999999983 -0.084629999999999997 0.093790000000000026 0.086275000000000018 -0.53447999999999996 -0.097059999999999994 -0.094454999999999997 -0.13530499999999998 -0.090104999999999991 0.047575000000000013 -0.139265 -0.043804999999999997 0.088285000000000016 -0.080814999999999984
decision_type=2 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 -5 -8 13 -10 11 12 -11 17 -15 -16 -17 18 -2 -20 -21 -14
right_child=8 2 3 6 -6 -7 7 -9 9 10 -12 -13 21 14 15 16 -18 -19 19 20 -22 -23
leaf_value=-0.002566776330955753 -0.0027786170995049977 0.0052639003275880341 0.0040830454546622779 0.0033175921123860352 -0.0024186288368991957 -0.0023414098483629264 -0.0035465034674499948 0.0012654920149951549 0.0037922861150525497 -0.002798710853784539 -0.002693251376346263 0.0025151107883855431 -0.0023226935429831348 -0.0048642199536744653 0.0020653916036128548 -0.0029235795602163806 0.00041820877729890297 0.0018127761800244705 0.0023528645075503699 0.00091992002730491599 -0.0014864517590483873 8.7524946212216175e-05
leaf_weight=47 57 55 82 48 76 58 47 79 58 66 49 58 49 51 50 87 66 79 79 69 170 2255
leaf_count=47 57 55 82 48 76 58 47 79 58 66 49 58 49 51 50 87 66 79 79 69 170 2255
internal_value=0 0.000560533 0.000892673 0.0016725 -0.000159275 0.00135305 0.000531797 -0.000522962 -7.88574e-05 5.20248e-05 -3.52246e-05 1.80805e-05 -4.26829e-05 -0.000548639 -0.00145959 -0.000600211 -0.00147667 -3.71819e-05 -0.00042909 -5.37322e-06 -0.0007883 3.59106e-05
internal_weight=0 492 445 256 189 113 174 126 3243 2535 2477 2428 2370 708 254 203 153 454 375 318 239 2304
internal_count=3735 492 445 256 189 113 174 126 3243 2535 2477 2428 2370 708 254 203 153 454 375 318 239 2304
is_linear=0
shrinkage=0.0995203


Tree=2928
num_leaves=17
num_cat=0
split_feature=21 1 0 35 2 6 9 9 26 1 1 0 8 8 8 9
split_gain=0.0471593 0.0525593 0.0691888 0.0276396 0.0674299 0.0381151 0.0268415 0.0502709 0.0489977 0.0499378 0.0271281 0.0197509 0.0187454 0.0551542 0.0354979 0.00914194
threshold=-0.083784999999999984 -0.0101 -0.085794999999999996 -0.075079999999999994 -0.015714999999999996 0.18123500000000006 0.11007500000000002 0.11351500000000002 0.11861500000000001 0.007210000000000002 0.018150000000000003 -0.25289499999999993 -0.092299999999999993 -0.088520000000000001 -0.094869999999999996 0.087980000000000017
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 11 -8 10 -10 -9 -5 14 -14 -13 -3
right_child=3 15 -4 5 -6 -7 7 8 9 -11 -12 12 13 -15 -16 -17
leaf_value=0.0054348725093893262 -0.0045662628467198867 -0.0010465441684559976 0.00068298468918885343 0.001631694451061168 0.00062322880381808228 0.0024532018772744752 0.0034804654152777513 -1.6977342485275996e-05 0.0005957210529233428 -0.0038444571934676541 0.0030262952539630386 -9.9100163524416078e-05 -0.0019881374611444504 -0.0002817598944087089 0.002193166019447856 0.00077047462066513219
leaf_weight=52 47 67 74 53 52 55 54 58 52 48 57 507 205 2245 77 46
leaf_count=52 47 67 74 53 52 55 54 58 52 48 57 507 205 2245 77 46
internal_value=0 0.00125229 0.00265058 -0.000192236 -0.0018322 -0.000144398 -0.000187213 0.000765438 7.97165e-05 -0.00152738 0.00148431 -0.000270492 -0.000303991 -0.000424873 0.000201732 -0.000299628
internal_weight=0 239 126 3510 99 3411 3356 269 215 100 115 3087 3034 2450 584 113
internal_count=3749 239 126 3510 99 3411 3356 269 215 100 115 3087 3034 2450 584 113
is_linear=0
shrinkage=0.0995203


Tree=2929
num_leaves=12
num_cat=0
split_feature=38 6 36 1 9 9 17 17 3 3 9
split_gain=0.026192 0.0243487 0.0221136 0.0339427 0.0216529 0.0410075 0.120545 0.0725754 0.0321458 0.0955682 0.0231983
threshold=-0.080750000000000002 0.18123500000000006 0.088355000000000031 0.55657000000000012 0.084595000000000017 0.083925000000000013 -0.010239999999999999 0.016900000000000005 0.085505000000000012 0.084735000000000019 0.094085000000000016
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 -10
right_child=1 -3 -4 -5 8 6 -8 -9 10 -11 -12
leaf_value=-0.001871607034066075 0.00043670194274583187 0.0016235280560731907 0.0020305140771158434 -0.0026686622492627958 0.00030252306666586143 -0.00048711823410206367 0.0045747322481868051 -0.0016236806529910173 -0.00040404055478918214 -0.003800205983381392 0.00028505145634095827
leaf_weight=80 811 84 48 51 137 113 79 214 1248 95 789
leaf_count=80 811 84 48 51 137 113 79 214 1248 95 789
internal_value=0 -5.08251e-05 -9.02852e-05 -0.000119298 -8.17657e-05 0.000256564 0.00159136 5.73554e-06 -0.000263593 -0.00137395 -0.00013673
internal_weight=0 3669 3585 3537 3486 1217 192 1025 2269 232 2037
internal_count=3749 3669 3585 3537 3486 1217 192 1025 2269 232 2037
is_linear=0
shrinkage=0.0995203


Tree=2930
num_leaves=14
num_cat=0
split_feature=21 20 5 6 17 30 6 7 9 4 6 1 9
split_gain=0.0371116 0.0552901 0.0241884 0.0227483 0.0213064 0.01648 0.0328124 0.0270352 0.035458 0.0324596 0.0268212 0.024038 0.014979
threshold=-0.083784999999999984 -0.012970000000000001 0.63223000000000018 0.15358000000000002 -0.0092949999999999994 0.090320000000000025 -0.085609999999999992 -0.10984999999999999 -0.078344999999999984 0.098220000000000016 -0.44590999999999997 0.27552000000000004 0.087635000000000032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 7 10 -2 9 -9 -7 -10 -6
right_child=2 -3 -4 -5 12 6 -8 8 11 -11 -12 -13 -14
leaf_value=0.001511239227700081 -0.0024347997151012209 0.0032935018756422908 -0.0020223528466983267 0.001500747534259676 -0.0019842743020300141 -0.0020399270918516023 -0.0032046714327020613 0.0029251268341080128 -0.00024021572437365264 0.00022358564116753819 0.0009868426932894284 0.00088660058637912221 0.00045869876613294675
leaf_weight=62 49 78 68 83 53 48 52 71 2747 118 73 201 46
leaf_count=62 49 78 68 83 53 48 52 71 2747 118 73 201 46
internal_value=0 0.00111859 -0.000162839 -0.000125864 5.98164e-05 -0.000166301 -0.00111283 -0.000114647 -7.81456e-05 0.00124278 -0.000207094 -0.00016311 -0.000840887
internal_weight=0 239 3510 3442 161 3359 173 3186 3137 189 121 2948 99
internal_count=3749 239 3510 3442 161 3359 173 3186 3137 189 121 2948 99
is_linear=0
shrinkage=0.0995203


Tree=2931
num_leaves=14
num_cat=0
split_feature=21 20 5 35 2 6 9 9 3 29 21 3 3
split_gain=0.0301102 0.0448162 0.0196122 0.0205764 0.0546388 0.0372681 0.0266147 0.0436218 0.0588568 0.0256374 0.0286174 0.0192545 0.0104024
threshold=-0.083784999999999984 -0.012970000000000001 0.63223000000000018 -0.075079999999999994 -0.015714999999999996 0.18123500000000006 0.11007500000000002 0.11351500000000002 0.14426500000000003 0.097705000000000028 0.12603000000000006 0.10502000000000002 0.088535000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -2 6 9 -8 -9 10 -5 12 -1
right_child=2 -3 -4 5 -6 -7 7 8 -10 -11 -12 -13 -14
leaf_value=-9.0625277507069726e-05 -0.0039894516052854092 0.0029657316930689634 -0.001821087621581177 -0.00021979185990483047 0.00068166231801138869 0.0025214504788666973 0.0033956886035988827 0.001095862331522207 -0.0028624838140626826 -0.0020037836714427294 0.0012577065423514909 -0.0014726833709533022 0.0018609637800175577
leaf_weight=56 47 78 68 2811 52 54 53 165 48 76 136 54 51
leaf_count=56 47 78 68 2811 52 54 53 165 48 76 136 54 51
internal_value=0 0.00100761 -0.00014661 -0.000113291 -0.00152767 -7.11604e-05 -0.000113976 0.000839811 0.000199997 -0.000198172 -0.00015133 5.38633e-05 0.000831921
internal_weight=0 239 3510 3442 99 3343 3289 266 213 3023 2947 161 107
internal_count=3749 239 3510 3442 99 3343 3289 266 213 3023 2947 161 107
is_linear=0
shrinkage=0.0995203


Tree=2932
num_leaves=14
num_cat=0
split_feature=4 9 21 21 20 21 18 6 18 8 3 25 8
split_gain=0.0298944 0.0367529 0.0217498 0.0602034 0.0559019 0.0418874 0.0301973 0.0405798 0.0492883 0.0215327 0.0438595 0.0299376 0.0365265
threshold=0.15730000000000002 -0.26414499999999996 -0.032929999999999994 -0.083784999999999984 -0.048779999999999997 -0.016949999999999996 -0.087529999999999983 -0.011749999999999998 -0.017129999999999996 -0.409445 0.11360500000000003 0.096120000000000025 -0.085385000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -4 -3 -8 -9 10 -7 12 -11
right_child=-2 2 5 4 -6 9 7 8 -10 11 -12 -13 -14
leaf_value=0.0026626151703044009 -0.0025700497763899845 0.0022817183702201105 0.0026551751757532263 -0.00042424451378384527 -0.0045669268053172311 0.00091240114250988732 0.0015414626115333721 -0.0040844490584216568 6.4085028095849507e-05 0.00052026901821718467 -0.0031326750892622262 0.0024427620300046422 -0.00023514201037192945
leaf_weight=50 46 52 59 65 65 46 66 46 73 899 62 50 2150
leaf_count=50 46 52 59 65 65 46 66 46 73 899 62 50 2150
internal_value=0 -1.68713e-05 -5.39737e-05 -0.000780459 -0.00250188 2.74107e-05 0.000160329 -0.000431528 -0.00153267 -2.06777e-05 -0.00140219 2.72039e-05 -1.214e-05
internal_weight=0 3683 3633 367 130 3266 237 185 119 3207 108 3099 3049
internal_count=3729 3683 3633 367 130 3266 237 185 119 3207 108 3099 3049
is_linear=0
shrinkage=0.0995203


Tree=2933
num_leaves=18
num_cat=0
split_feature=4 9 5 5 3 17 9 17 8 8 5 3 2 6 6 3 6
split_gain=0.0242415 0.0298002 0.0209549 0.0707915 0.0707805 0.111003 0.0660752 0.0538799 0.0554882 0.052939 0.0503468 0.0592678 0.0467115 0.0194434 0.0675785 0.051184 0.0445477
threshold=0.15730000000000002 -0.26414499999999996 0.057175000000000011 -0.0016799999999999999 0.096265000000000031 -1.0000000180025095e-35 0.090150000000000022 0.50822500000000015 -0.087374999999999994 -0.081864999999999993 0.065520000000000023 0.088605000000000017 -0.076524999999999996 0.11413500000000003 0.10449000000000003 0.099145000000000025 0.098855000000000012
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 6 -6 9 8 12 -5 -10 -12 -4 14 16 -15 -3
right_child=-2 2 7 4 5 -7 -8 -9 10 -11 11 -13 -14 15 -16 -17 -18
leaf_value=0.0023976310445638746 -0.0023142775159604584 4.02812317409331e-05 0.0043303065472463367 0.00035521761462969128 -0.00059931591006290286 -0.007034714672334531 0.0028061917750951729 0.00365449605651803 -0.0032328729444268383 -0.0033147347977896596 0.0020127358558460432 -0.00035135448872246258 6.4162472530757375e-05 -0.0037952068369244548 0.0034732323293227671 0.0004669591954425458 -0.0029343301240823023
leaf_weight=50 46 2229 55 77 56 51 46 47 48 78 130 546 48 47 56 68 51
leaf_count=50 46 2229 55 77 56 51 46 47 48 78 130 546 48 47 56 68 51
internal_value=0 -1.51038e-05 -4.85349e-05 -0.000183259 -0.00160534 -0.00367431 -0.000499878 0.000375818 0.000188495 -0.00148632 -0.000117903 0.000102067 0.00235015 -4.22168e-06 5.76357e-05 -0.00126785 -2.58971e-05
internal_weight=0 3683 3633 2759 308 107 201 874 827 155 724 676 103 2451 2336 115 2280
internal_count=3729 3683 3633 2759 308 107 201 874 827 155 724 676 103 2451 2336 115 2280
is_linear=0
shrinkage=0.0995203


Tree=2934
num_leaves=9
num_cat=0
split_feature=1 9 2 25 17 3 17 0
split_gain=0.0235038 0.0463508 0.0188394 0.0215934 0.0256835 0.1032 0.0455123 0.0229626
threshold=0.62916000000000016 -0.26414499999999996 0.31852000000000008 0.096120000000000025 0.51734000000000024 0.096510000000000026 0.51174000000000019 -0.23177499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -3
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.0029113170738203071 -0.0022046132561018045 -0.0016556059319191177 -0.0017875032775065574 0.0020094524658842467 0.0010724828938809346 -0.0050819478604733374 0.0028889193102237245 -7.8413132497357598e-06
leaf_weight=53 49 86 61 51 63 47 53 3266
leaf_count=53 49 86 61 51 63 47 53 3266
internal_value=0 -1.02178e-05 -5.31348e-05 -2.32371e-05 -5.29628e-05 -0.0015497 -4.36977e-06 -5.03611e-05
internal_weight=0 3680 3627 3566 3515 110 3405 3352
internal_count=3729 3680 3627 3566 3515 110 3405 3352
is_linear=0
shrinkage=0.0995203


Tree=2935
num_leaves=13
num_cat=0
split_feature=12 9 21 21 2 20 21 2 6 27 24 17
split_gain=0.0216635 0.026248 0.0173398 0.0482496 0.0666634 0.0801099 0.0337777 0.0289139 0.0196959 0.0209575 0.0345201 0.0128856
threshold=-0.035284999999999997 -0.26414499999999996 -0.032929999999999994 -0.085914999999999991 -0.083204999999999987 -0.048779999999999997 -0.016949999999999996 -0.016354999999999998 -0.48214499999999999 -0.032854999999999995 -0.063789999999999986 -0.0050499999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 -6 -4 11 -8 -10 -11 -3
right_child=1 2 6 4 5 -7 8 -9 9 10 -12 -13
leaf_value=-0.0017096699303510549 0.0022189581675786116 0.00075076761496678751 0.0023998985724374318 0.0003998855010873365 -0.00068718659505135726 -0.0059362352849077604 0.0020187364939965226 0.0026848846952202358 0.0016683562849088155 -0.0025670883060940858 -2.7889936628339646e-05 -0.001283951062123921
leaf_weight=75 52 63 59 84 59 57 47 46 70 54 3003 60
leaf_count=75 52 63 59 84 59 57 47 46 70 54 3003 60
internal_value=0 -7.7393e-07 -3.30462e-05 -0.000679498 -0.0017266 -0.00327352 4.04836e-05 0.000554829 -3.11658e-06 -3.37676e-05 -7.30111e-05 -0.000235123
internal_weight=0 3654 3602 369 200 116 3233 169 3174 3127 3057 123
internal_count=3729 3654 3602 369 200 116 3233 169 3174 3127 3057 123
is_linear=0
shrinkage=0.0995203


Tree=2936
num_leaves=21
num_cat=0
split_feature=9 9 3 21 9 9 0 11 17 9 9 19 5 26 3 17 26 9 0 9
split_gain=0.0351663 0.0598862 0.0983027 0.0530379 0.0469234 0.064067 0.0624262 0.0666854 0.0867424 0.0401927 0.0651122 0.0372897 0.0366675 0.092113 0.0591691 0.0441651 0.0506861 0.0370404 0.0352477 0.0132621
threshold=0.094085000000000016 0.09550500000000002 0.096595000000000028 0.13922500000000004 0.093175000000000022 0.092605000000000021 0.047575000000000013 -0.072964999999999988 -0.09744499999999999 0.09202500000000001 0.091615000000000016 -0.010815 0.054660000000000007 0.096155000000000018 0.11225500000000002 0.021725000000000005 0.088825000000000029 0.11891000000000003 -0.085794999999999996 0.10312000000000003
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 11 5 6 9 -8 -9 10 18 -3 15 14 -14 17 -17 -13 -1 -15
right_child=1 3 -4 -5 -6 -7 7 8 -10 -11 -12 12 13 19 -16 16 -18 -19 -20 -21
leaf_value=0.00020783457412498288 0 0.0028851973998268443 0.0057112027009581711 0.00335276724505197 -0.002281527348955959 0.0031901181478731721 -0.0013502872509618779 0.00042213041654686764 0.0058119872484668315 -0.0025478809784460054 0.00363171294381368 -0.0010902135725082867 -0.0010488303059925162 -0.0045504439801572708 0.0033820819563382641 -0.0011429594234430016 0.0025945907188928128 0.0015718004262549954 -0.00055247627693330147 -0.0021597347528536418
leaf_weight=1290 62 46 58 55 88 63 46 60 59 67 46 190 76 50 49 48 140 71 1134 46
leaf_count=1290 62 46 58 55 88 63 46 60 59 67 46 190 76 50 49 48 140 71 1134 46
internal_value=0 0.000697018 0.00276619 0.000373906 -1.89584e-05 5.2755e-05 -2.0093e-05 0.00185528 0.00310129 -0.000142386 -7.68038e-05 0.000143939 -4.30447e-05 -0.00109357 0.000681539 0.000472203 0.00163597 -0.000362928 -0.000147518 -0.00341342
internal_weight=0 891 120 771 2853 2765 2702 165 119 2537 2470 716 670 221 125 449 188 261 2424 96
internal_count=3744 891 120 771 2853 2765 2702 165 119 2537 2470 716 670 221 125 449 188 261 2424 96
is_linear=0
shrinkage=0.0995203


Tree=2937
num_leaves=16
num_cat=0
split_feature=10 21 19 21 20 20 6 0 13 21 0 1 18 20 0
split_gain=0.0681155 0.0292123 0.0610888 0.061021 0.0650137 0.0793808 0.0302044 0.052902 0.0288233 0.0238398 0.023152 0.0444288 0.0623179 0.0299951 0.024441
threshold=0.096215000000000023 -0.015149999999999999 0.11183000000000003 -0.026109999999999998 -0.048779999999999997 -0.0093149999999999986 -0.031674999999999995 -0.10287 1.0000000180025095e-35 -0.0050399999999999993 -0.18357499999999999 0.078505000000000019 0.089365000000000014 0.16248000000000004 -0.15034
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 -1 -8 9 -3 11 12 -11 14 -12
right_child=-2 8 -4 -5 5 -7 7 -9 -10 10 13 -13 -14 -15 -16
leaf_value=0.0025188116461090076 0.0037487737868855306 0.0023060059712670194 0.0025383219453027194 -0.0043024536264382176 -0.0049120934170851479 5.1765293880248549e-05 -0.0029396627290116553 0.00092154622631904529 0.0023343369855974984 -0.0023734988519004837 -0.0014487650504521009 0.0034503955922283954 0.0026266724386635339 -0.0022500532984696237 0.0001494425113052745
leaf_weight=52 51 50 52 51 63 64 50 118 61 52 98 59 47 55 2821
leaf_count=52 51 50 52 51 63 64 50 118 61 52 98 59 47 55 2821
internal_value=0 8.60923e-05 -0.000664904 -0.00108547 -0.000610301 -0.00240418 0.000421534 -0.000222751 0.000190553 0.000149199 0.000114506 0.00128864 0 5.1852e-05 9.55052e-05
internal_weight=0 3693 450 398 347 127 220 168 3243 3182 3132 158 99 2974 2919
internal_count=3744 3693 450 398 347 127 220 168 3243 3182 3132 158 99 2974 2919
is_linear=0
shrinkage=0.0995203


Tree=2938
num_leaves=23
num_cat=0
split_feature=10 2 8 8 0 6 6 0 6 3 21 3 17 3 3 3 3 18 6 2 5 18
split_gain=0.0552289 0.0363178 0.0312027 0.0593812 0.103496 0.0592865 0.100279 0.232008 0.0721569 0.106051 0.0560652 0.0686345 0.0850318 0.0523265 0.123009 0.11873 0.0730143 0.163666 0.0448031 0.0441427 0.0382471 0.0344745
threshold=0.096215000000000023 0.50951500000000005 -0.080055000000000001 -0.081669999999999993 -0.082339999999999983 0.085845000000000019 0.087670000000000012 -0.086304999999999993 0.083720000000000031 0.084290000000000018 -0.032929999999999994 0.10749000000000002 -0.0087149999999999988 0.086605000000000029 0.08785500000000003 0.088845000000000021 0.084145000000000011 -0.018864999999999996 0.091495000000000007 -0.085804999999999992 -0.072874999999999981 -0.013734999999999999
decision_type=2 2 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 8 7 -7 20 -10 11 12 -4 16 -15 -16 21 -18 -8 -6 -1 -12
right_child=-2 -3 10 4 19 6 18 -9 9 -11 13 -13 -14 14 15 -17 17 -19 -20 -21 -22 -23
leaf_value=0.00047770100587561437 0.0033756951087419687 0.0026641946627365882 -6.9180437055134175e-05 -0.0055794682896524155 0.0018922408692373641 0.0082968301452233991 -0.00090951419634622849 -0.00067366722213457958 4.2778319438015769e-05 -0.0062427866479861345 -0.0017104815431277104 0.0014102883550823624 -0.00607522209900119 -0.0038126917507097214 0.0050381394661452982 0.00027613575736639963 0.0081697632972170618 0 0.0010829394840029621 -0.0020798790603090579 -0.00079013372538020972 0.0014780307108834107
leaf_weight=418 51 53 46 55 50 52 225 63 55 51 49 50 48 70 54 1328 47 50 222 62 539 106
leaf_count=418 51 53 46 55 50 52 225 63 55 51 49 50 48 70 54 1328 47 50 222 62 539 106
internal_value=0 7.75685e-05 3.96811e-05 -0.000255959 -0.00204318 -7.17832e-05 0.000754355 0.00337544 -0.000509326 -0.00297369 0.000326805 -0.00155749 -0.00314481 0.000486522 0.000256115 0.000462798 0.00181085 0.00395337 7.81952e-05 -0.000299302 -0.000235511 0.000464768
internal_weight=0 3693 3640 1792 167 1625 562 115 1063 106 1848 144 94 1704 1452 1382 252 97 447 112 957 155
internal_count=3744 3693 3640 1792 167 1625 562 115 1063 106 1848 144 94 1704 1452 1382 252 97 447 112 957 155
is_linear=0
shrinkage=0.0995203


Tree=2939
num_leaves=9
num_cat=0
split_feature=10 2 18 26 26 6 6 6
split_gain=0.0447817 0.0294486 0.0238343 0.0192574 0.0304282 0.020462 0.077746 0.0684841
threshold=0.096215000000000023 0.50951500000000005 -0.47082499999999999 0.50635500000000022 0.26711000000000013 0.085845000000000019 0.084410000000000027 0.087670000000000012
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -7
right_child=-2 -3 3 -5 -6 7 -8 -9
leaf_value=0.00223871574566306 0.0030397451887765356 0.0023990537874395653 -3.4986656324309733e-05 0.0018049212305473643 -0.0022454111131201596 0.0022990290133276989 -0.0028603196551729893 5.76545389856333e-05
leaf_weight=48 51 53 2164 58 60 155 101 1054
leaf_count=48 51 53 2164 58 60 155 101 1054
internal_value=0 6.98353e-05 3.56959e-05 6.02897e-06 -2.32628e-05 1.48806e-05 -0.000161334 0.000345687
internal_weight=0 3693 3640 3592 3534 3474 2265 1209
internal_count=3744 3693 3640 3592 3534 3474 2265 1209
is_linear=0
shrinkage=0.0995203


Tree=2940
num_leaves=11
num_cat=0
split_feature=30 19 0 17 3 17 3 4 3 17
split_gain=0.0335242 0.0235219 0.0247163 0.0213679 0.0227315 0.0501711 0.0280916 0.104414 0.0855147 0.0238599
threshold=0.12371500000000002 -0.07525999999999998 -0.26289499999999993 -0.56655999999999984 0.083875000000000019 0.11012500000000003 0.10850000000000003 0.10300500000000003 0.11125500000000002 -0.0092949999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 9 7 -6 -8 -5
right_child=-2 2 3 4 6 -7 8 -9 -10 -11
leaf_value=-0.0017370048039234743 0.0026260188418367049 0.0023107145710064498 -0.0016479275514844202 -0.00097205554125780777 0.00023254860274266273 -0.0035627128575651903 -0.0033336961981906988 0.0047022121036956657 6.4122348815624197e-06 0.00074973348993137069
leaf_weight=73 50 48 73 178 2272 51 85 53 706 144
leaf_count=73 50 48 73 178 2272 51 85 53 706 144
internal_value=0 3.12146e-05 6.71976e-05 3.67351e-05 7.22178e-05 -0.000661562 0.000160317 0.00033479 -0.000351477 -0.000199521
internal_weight=0 3683 3610 3562 3489 373 3116 2325 791 322
internal_count=3733 3683 3610 3562 3489 373 3116 2325 791 322
is_linear=0
shrinkage=0.0995203


Tree=2941
num_leaves=10
num_cat=0
split_feature=30 7 0 17 3 17 2 7 7
split_gain=0.0271831 0.0205167 0.0394924 0.0169678 0.018409 0.0858331 0.0317589 0.0308036 0.0391018
threshold=0.12371500000000002 -0.10984999999999999 -0.23998999999999998 -0.56655999999999984 0.083875000000000019 0.11012500000000003 -0.08569499999999998 0.088100000000000012 0.057175000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 -6
right_child=-2 2 3 4 7 -7 -8 -9 -10
leaf_value=-0.0017814672423126661 0.0023646770779235733 0.0026812323111124695 -0.0014839253143834566 0.0011638822349357648 0.0001260896558195368 -0.0046389756677909086 -0.00086360376825075848 -0.0020681790376731999 0.0029611678241163865
leaf_weight=61 50 56 73 129 3019 46 188 62 49
leaf_count=61 50 56 73 129 3019 46 188 62 49
internal_value=0 2.8086e-05 5.87877e-05 1.73755e-05 4.89855e-05 -0.000621514 -3.5956e-05 0.000127008 0.000171636
internal_weight=0 3683 3622 3566 3493 363 317 3130 3068
internal_count=3733 3683 3622 3566 3493 363 317 3130 3068
is_linear=0
shrinkage=0.0995203


Tree=2942
num_leaves=9
num_cat=0
split_feature=30 19 29 21 20 17 26 9
split_gain=0.0220419 0.018959 0.0184259 0.0188082 0.0254337 0.0206505 0.0209066 0.0142123
threshold=0.12371500000000002 -0.07525999999999998 0.10207000000000002 -0.13730999999999999 -0.15615999999999999 -0.56655999999999984 0.097125000000000031 0.087635000000000032
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 -6 -7 -5
right_child=-2 2 -4 4 5 6 -8 -9
leaf_value=-0.0015622088209278997 0.0021293438526168006 0.0020057481340308592 -0.001576787432746508 -0.0025974646623229329 -0.0016345702837750064 0.00025822743949395954 -0.0003954506556847162 -0.00021024922329002444
leaf_weight=73 50 50 67 54 66 2738 588 47
leaf_count=73 50 50 67 54 66 2738 588 47
internal_value=0 2.52466e-05 5.75743e-05 8.8712e-05 6.10365e-05 0.000107601 0.000142418 -0.00149469
internal_weight=0 3683 3610 3543 3493 3392 3326 101
internal_count=3733 3683 3610 3543 3493 3392 3326 101
is_linear=0
shrinkage=0.0995203


Tree=2943
num_leaves=21
num_cat=0
split_feature=30 17 17 17 0 0 0 9 4 6 8 26 26 2 2 5 19 9 26 17
split_gain=0.0178743 0.0171643 0.133382 0.0535164 0.0451305 0.0756478 0.0747588 0.0621006 0.0865596 0.041349 0.0402172 0.0391758 0.0773663 0.073961 0.188341 0.0788006 0.0836945 0.0698363 0.047663 0.04945
threshold=0.12371500000000002 -0.012064999999999999 -0.015464999999999998 -0.0090649999999999984 -0.081854999999999997 -0.080884999999999999 -0.082794999999999994 0.11296000000000002 0.14039500000000002 0.11229000000000001 -0.084129999999999996 0.086255000000000012 0.085570000000000021 -0.082404999999999992 -0.083344999999999989 -0.07965499999999999 0.0069650000000000016 0.091405000000000028 0.08494500000000002 -0.038314999999999995
decision_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 -3 6 -6 9 8 -7 10 -5 12 18 14 17 -15 -17 -13 19 -1
right_child=-2 3 -4 4 5 7 -8 -9 -10 -11 -12 13 -14 15 -16 16 -18 -19 -20 -21
leaf_value=-0.00022079009978341995 0.0019174312317044493 0.0025998201860854952 -0.0048521158430554975 -9.3239828946778495e-05 -0.0038752088920353837 -0.00020099814240971678 0.0039458692100190658 -0.0027125779630326912 0.0042301950796408859 -0.0025785613159700596 0.0011629819256744544 0.0013540281172366752 -0.0044017467572391817 -0.0040465815488820887 0.0074418005957747647 0.00071086014062957917 -0.0036249944874872683 -0.0027327871115593932 0.0027578573696311138 -0.0031402375508983037
leaf_weight=801 50 90 59 595 61 481 59 84 48 47 437 239 47 51 47 325 51 50 49 62
leaf_count=801 50 90 59 595 61 481 59 84 48 47 437 239 47 51 47 325 51 50 49 62
internal_value=0 2.26235e-05 -0.000199152 0.000230721 0.000112598 -0.000532187 0.000495203 -0.000198185 0.000199529 0.000305761 0.000437914 -3.92546e-05 -0.000463101 0.000492396 0.00159744 -0.000375225 0.000120575 0.000644134 -0.000259224 -0.000431479
internal_weight=0 3683 1781 1902 1812 674 1138 613 529 1079 1032 1722 959 763 336 427 376 289 912 863
internal_count=3733 3683 1781 1902 1812 674 1138 613 529 1079 1032 1722 959 763 336 427 376 289 912 863
is_linear=0
shrinkage=0.0995203


Tree=2944
num_leaves=31
num_cat=0
split_feature=18 3 8 8 6 3 18 2 9 18 18 9 2 21 9 9 21 3 3 3 6 9 9 21 18 9 3 3 8 6
split_gain=0.061421 0.117149 0.159232 0.0905988 0.224032 0.37263 0.160013 0.142929 0.091527 0.0703032 0.0442939 0.0341313 0.0300001 0.0289718 0.0787601 0.0791998 0.0635209 0.0640906 0.0636735 0.0517155 0.0717996 0.0360311 0.0714494 0.0647578 0.0649664 0.056176 0.0382693 0.0989821 0.0499699 0.030351
threshold=-0.020999999999999998 0.083955000000000016 -0.01187 -0.083804999999999991 -0.0093650000000000001 0.088055000000000022 -0.057764999999999997 -0.080254999999999993 0.084345000000000017 -0.016464999999999997 -0.067359999999999989 0.10814500000000002 -0.072624999999999981 0.087235000000000021 0.092150000000000024 0.088825000000000029 0.10311000000000002 0.10057000000000002 0.10502000000000002 0.087745000000000031 -0.092434999999999989 0.086070000000000021 0.085495000000000029 0.083050000000000027 -0.01205 0.087495000000000031 0.088185000000000027 0.087325000000000028 -0.052214999999999998 0.087975000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 10 -8 -3 -2 11 12 -5 21 15 19 17 -16 -18 -15 -21 22 23 24 -11 29 27 -27 -28 -23
right_child=9 3 -4 6 5 -7 7 -9 -10 13 -12 -13 -14 14 16 -17 18 -19 -20 20 -22 25 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0078628535436745823 -0.0040433737346694002 0.0035853649752894275 -0.00031315562676801582 0.00041009957405487105 -0.01175725597204585 -0.00027825500961500631 0.006893582893933937 0.00071707818573728049 -0.0011711287109579772 0.0029604143638605591 -0.0027649358479564443 0.0024951970519872827 -0.00099169947543683765 -0.0035687743538063222 0.00023914478890967316 -0.0045162542151907402 -0.003808194195532558 0.0049174592514639971 0.00078664382448768902 0.00092204181083117116 -0.0019903580503715084 -0.0012659480411026979 0.0039538027493768602 0.0027464122094534521 -0.00056093313671534163 -0.00070439889178772013 -0.0012951990795772046 0.0047509695215716217 0.0008326918454156871 -0.0046530752842489885
leaf_weight=47 53 72 47 592 46 72 69 81 90 57 52 61 203 68 70 79 49 50 76 165 170 63 51 81 575 96 368 50 155 46
leaf_count=47 53 72 47 592 46 72 69 81 90 57 52 61 203 68 70 79 49 50 76 165 170 63 51 81 575 96 368 50 155 46
internal_value=0 0.000369783 0.00376614 0.000130563 -0.00146051 -0.00476006 0.000552414 0.00356373 0.000937816 -0.000458791 5.40481e-05 0.000226251 5.11262e-05 -0.0003747 -0.000892806 -0.00163175 0.000557613 0.00219527 -0.00100798 -0.00106427 -0.000553449 -0.000129901 0.000354881 9.63067e-05 -0.000242048 -0.000607011 -0.000264306 0.00115827 -0.000662997 -0.00270289
internal_weight=0 1432 94 1338 280 118 1058 150 162 2322 908 856 795 2269 727 482 245 120 125 403 335 1542 764 713 632 778 669 146 523 109
internal_count=3754 1432 94 1338 280 118 1058 150 162 2322 908 856 795 2269 727 482 245 120 125 403 335 1542 764 713 632 778 669 146 523 109
is_linear=0
shrinkage=0.0995203


Tree=2945
num_leaves=30
num_cat=0
split_feature=18 3 8 19 8 3 20 18 3 2 3 18 0 17 9 21 2 9 9 26 2 21 3 3 3 3 0 3 9
split_gain=0.0498342 0.0948253 0.129171 0.0993873 0.0815221 0.266883 0.0887404 0.0760349 0.0559017 0.147149 0.0965405 0.0471791 0.035817 0.0570623 0.0698636 0.0295997 0.0613724 0.0559265 0.0687005 0.0541494 0.0541317 0.0490076 0.0522949 0.0487175 0.0449933 0.127315 0.0551933 0.0198813 0.0108879
threshold=-0.021369999999999997 0.083955000000000016 -0.01187 0.10345000000000003 -0.083804999999999991 0.087045000000000025 -0.064180000000000001 -0.046804999999999992 0.089165000000000022 -0.082954999999999987 0.090695000000000012 -0.016464999999999997 0.024745000000000007 0.011640000000000003 0.093425000000000022 0.087235000000000021 0.13896000000000006 0.092150000000000024 0.088825000000000029 -0.01278 0.41639000000000009 0.10311000000000002 0.10502000000000002 0.10057000000000002 0.091225000000000014 0.092395000000000019 -0.093765000000000001 0.08802500000000002 -0.054184999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 27 8 9 -6 -10 -2 15 14 28 16 24 18 19 -17 -18 23 -23 -19 26 -26 -13 -7 -14
right_child=11 3 -4 -5 7 6 -8 -9 10 -11 -12 12 13 -15 -16 17 20 21 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30
leaf_value=0.007080340956858007 -0.0031219377191627901 -0.006767238441253101 -0.00028199040707958925 0.0035656604060674453 -0.0002947691298701936 0.0010383990569568236 -0.0019468330731948111 0.003247527990153595 -0.0036573769279340121 0.0048049500512393475 9.4697999567388717e-06 0.0018943072809316703 -0.003083664959280653 0.001363549971760239 0.00037889808899191265 0.0011458223119805903 0.0047900105046138324 0.00021534506618096989 -0.0040667956067650139 -0.0015576968350462788 1.8420360731333533e-05 -0.0034292020536899745 0.00088416805321855528 0.0043200545692330472 -0.0055758426008911044 -0.00033439091065004523 -0.00010629912036280278 0.0039948768979982613 -0.0052815064432573059
leaf_weight=47 62 73 47 78 181 46 84 80 81 81 579 176 47 47 50 100 49 70 79 273 46 49 64 49 51 464 607 46 48
leaf_count=47 62 73 47 78 181 46 84 80 81 81 579 176 47 47 50 100 49 70 79 273 46 49 64 49 51 464 607 46 48
internal_value=0 0.000335444 0.00339047 0.000118746 -9.55147e-05 -0.0017076 0.000386346 0.000304277 4.80094e-05 0.00127874 -0.000439312 -0.000411789 -0.000337374 -0.00163851 -0.00261724 -0.000216701 4.60075e-05 -0.000752918 -0.00139811 -0.000830698 0.00248817 0.000500566 -0.000978988 0.0019124 -0.000132103 -0.000855037 0.000342345 0.00252554 -0.00420277
internal_weight=0 1423 94 1329 1251 249 176 1002 922 262 660 2331 2269 192 145 2077 1393 684 452 373 95 232 113 119 1298 515 783 92 95
internal_count=3754 1423 94 1329 1251 249 176 1002 922 262 660 2331 2269 192 145 2077 1393 684 452 373 95 232 113 119 1298 515 783 92 95
is_linear=0
shrinkage=0.0995203


Tree=2946
num_leaves=19
num_cat=0
split_feature=1 5 3 5 21 5 0 0 5 5 4 4 3 2 2 1 6 2
split_gain=0.0392904 0.0430896 0.133469 0.22031 0.038555 0.106054 0.0360351 0.0314508 0.0472676 0.0750573 0.0298913 0.0766686 0.0376938 0.0626937 0.0399023 0.0413385 0.0266961 0.0258535
threshold=-0.52333999999999992 -0.0089549999999999994 0.083955000000000016 0.052820000000000013 -0.0022649999999999997 0.022285000000000003 0.019150000000000004 -0.13752999999999999 -0.0063549999999999995 -0.0016799999999999999 0.13279000000000005 0.13881500000000005 0.12015500000000003 -0.00070500000000000001 0.097745000000000012 0.40780000000000011 0.099330000000000016 0.30629500000000009
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 -3 5 -4 10 -6 -9 -10 12 -12 14 -14 16 -16 -2 -13
right_child=1 2 4 -5 7 -7 -8 8 9 -11 11 17 13 -15 15 -17 -18 -19
leaf_value=-0.0021938539345645121 -0.00051645230269367463 0.0089003136988840478 0.0043003646045937424 -0.0007732791520682357 -0.0022114645652617166 -0.000952423868879868 -0.0027919052996138063 -0.0022783011080066634 0.0025711980366166388 -8.0112521683226953e-05 0.0037444876951492206 -0.0023472214303939627 -9.0652404272983185e-05 -0.0042282632176581895 0.0028305776118075173 -0.00070386604491631279 0.00085993450591295652 0.00076880798644123234
leaf_weight=88 1547 46 74 47 65 78 58 81 119 946 63 48 83 65 80 55 153 58
leaf_count=88 1547 46 74 47 65 78 58 81 119 946 63 48 83 65 80 55 153 58
internal_value=0 -6.53742e-05 0.000354706 0.00400271 0.000105195 0.00159947 -0.000342503 -8.16847e-05 3.84001e-05 0.000215369 -0.000276107 0.000993059 -0.000384684 -0.00191338 -0.000260942 0.00138456 -0.000392096 -0.000634502
internal_weight=0 3666 1456 93 1363 152 2210 1211 1146 1065 2152 169 1983 148 1835 135 1700 106
internal_count=3754 3666 1456 93 1363 152 2210 1211 1146 1065 2152 169 1983 148 1835 135 1700 106
is_linear=0
shrinkage=0.0995203


Tree=2947
num_leaves=25
num_cat=0
split_feature=18 3 8 19 8 18 3 0 18 2 18 17 1 8 7 18 18 8 18 18 3 3 8 1
split_gain=0.0368966 0.0771751 0.103779 0.0827341 0.0717145 0.238564 0.0873696 0.0812679 0.0657197 0.0710863 0.0605933 0.0551308 0.0353671 0.0301226 0.0461281 0.0390609 0.0763582 0.044579 0.0371109 0.0513069 0.0384293 0.0479532 0.0351502 0.0321407
threshold=-0.020389999999999998 0.083955000000000016 -0.01187 0.10345000000000003 -0.083804999999999991 -0.082019999999999996 0.087570000000000023 -0.085349999999999995 -0.050324999999999995 -0.070724999999999996 -0.064960000000000004 0.4039100000000001 -0.52333999999999992 -0.092299999999999993 -0.040094999999999999 -0.013125 -0.011569999999999999 -0.057284999999999996 0.096280000000000018 0.085685000000000025 0.086285000000000014 0.097095000000000029 -0.11187999999999999 0.039665000000000013
decision_type=2 2 2 2 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 -3 -8 10 -10 11 -6 -2 18 -15 -16 -17 -18 19 20 23 -22 -20 -14
right_child=12 3 -4 -5 8 -7 7 -9 9 -11 -12 -13 13 14 15 16 17 -19 22 -21 21 -23 -24 -25
leaf_value=0.0062227521257775566 -0.0027367752228621995 -0.0021234593609849054 -0.00030716142186173226 0.0031395763599312999 -5.5821781706645045e-05 -0.0064017007957680007 0.0053779138149100264 -0.00030110909453211004 0.0049612675430599721 -0.00014382387973664899 -0.0034481200366339691 0.0028212223764937155 -0.0029759054448719353 -0.0036006745968449293 -0.0024214052804595802 0.0037054363180034533 -0.00090190141554068876 0.00017248808216792784 0.0002042592377895777 0.0033778921065668391 0.0039162732922833586 0.00032252382229976996 -0.0030066074516384056 0.00051209549236960761
leaf_weight=49 60 79 47 83 782 73 46 54 58 50 48 72 52 46 90 46 832 706 89 67 47 172 54 52
leaf_count=49 60 79 47 83 782 73 46 54 58 50 48 72 52 46 90 46 832 706 89 67 47 172 54 52
internal_value=0 0.000290897 0.00301729 9.56905e-05 -0.000103853 -0.00160624 0.000344881 0.00230306 0.000270189 0.00259022 -6.69004e-06 0.000185781 -0.000350506 -0.000286593 -0.000489368 -0.000403383 -0.000288206 -0.000408184 0.000366227 0.000870198 0.000347491 0.00109752 -0.00100251 -0.00122403
internal_weight=0 1441 96 1345 1262 252 179 100 1010 108 902 854 2313 2253 1720 1674 1584 1538 533 390 323 219 143 104
internal_count=3754 1441 96 1345 1262 252 179 100 1010 108 902 854 2313 2253 1720 1674 1584 1538 533 390 323 219 143 104
is_linear=0
shrinkage=0.0995203


Tree=2948
num_leaves=11
num_cat=0
split_feature=18 0 18 10 8 26 8 20 20 20
split_gain=0.0423072 0.1393 0.0255354 0.0273509 0.0293109 0.0785209 0.0461666 0.02776 0.0506993 0.035379
threshold=-0.42248000000000002 -0.067059999999999995 -0.24388499999999999 0.093790000000000026 0.10228000000000002 -0.112275 0.095985000000000015 -0.072834999999999997 -0.081374999999999989 -0.014955
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -6 7 8 -4 -9
right_child=2 -3 3 -5 5 -7 -8 9 -10 -11
leaf_value=-0.0055557706289248634 0.0018665370157686168 0.0014037577286014052 0 -0.0020158123655303764 -0.00076493323601988872 0.0035455732929204685 -0.0030366445186030943 -0.001271293830640457 0.0016287958444476452 -4.3850176168434601e-06
leaf_weight=54 76 60 586 64 85 82 49 243 279 2162
leaf_count=54 76 60 586 64 85 82 49 243 279 2162
internal_value=0 -0.00188568 6.14101e-05 2.25346e-05 6.01917e-05 0.0013467 -4.29412e-06 4.08945e-05 0.000524586 -0.000132733
internal_weight=0 114 3626 3550 3486 167 3319 3270 865 2405
internal_count=3740 114 3626 3550 3486 167 3319 3270 865 2405
is_linear=0
shrinkage=0.0995203


Tree=2949
num_leaves=34
num_cat=0
split_feature=0 0 26 8 0 6 26 8 0 0 6 0 9 26 6 17 8 3 3 1 0 26 8 1 26 17 26 1 3 3 3 0 0
split_gain=0.0197105 0.0331925 0.0928104 0.112197 0.0817571 0.181098 0.0772589 0.0614502 0.0425144 0.0246014 0.0635957 0.071179 0.173486 0.0611242 0.0833609 0.188764 0.0811049 0.0505701 0.118219 0.088442 0.0377233 0.030928 0.0502893 0.0512553 0.0477539 0.0646299 0.0306995 0.0212494 0.0480197 0.0261579 0.0380632 0.0212244 0.0169938
threshold=-0.082494999999999999 -0.08892499999999999 0.097910000000000011 -0.080924999999999983 -0.088174999999999989 -0.012034999999999999 0.090715000000000032 -0.016289999999999999 -0.089965000000000003 -0.069569999999999993 -0.086254999999999984 -0.072274999999999992 0.096225000000000019 0.10264000000000002 0.11690000000000002 0.40827500000000011 -0.065539999999999987 0.10038500000000002 0.090995000000000006 -0.215865 -0.066264999999999991 0.097315000000000026 -0.045194999999999999 -0.061135000000000002 0.090545000000000028 -0.42946499999999999 -0.08274999999999999 0.41897000000000012 0.13345500000000002 0.11816500000000002 0.10850000000000003 -0.13056499999999996 0.019150000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -5 27 10 -2 13 -13 14 15 -12 -15 18 26 -20 -19 24 23 -23 25 -22 -11 28 29 30 -1 -29 -28
right_child=9 2 -4 7 5 6 -8 -9 -10 17 11 12 -14 16 -16 -17 -18 20 19 -21 21 22 -24 -25 -26 -27 32 31 -30 -31 -32 -33 -34
leaf_value=0.00012291063345843675 0.0020478180853915132 0.0043139517721850424 -0.0033136091690253123 0.0067323237934267836 -0.0040995961373366512 0.00051999683692489798 0.0048184267777681301 0.0016411760194170496 -0.0030710242281788446 0.0014655586187773432 -0.0012337451820885507 -0.0076090097634412242 0.00055641123416120858 0.0039032620333883574 -0.0043821808922013096 0.0044547253860202658 -0.0013900209693692776 -0.0029966935957761935 0.0012426142228241328 0.007095160208801049 0.0017383327340624319 0.0020839712753071295 0.0036874210188252957 -0.0021249084732154746 -0.0032341840072911605 -0.0012253434519474342 0.00036406210911758071 0.0023004734925774354 -0.0032087119794048141 0.0020466643292412811 -0.0018345813643177819 -0.00031829056296461946 -0.0019455070184450822
leaf_weight=806 81 52 52 48 83 424 46 47 46 70 462 49 54 65 62 66 51 51 57 47 113 54 48 61 60 205 49 75 48 59 112 51 86
leaf_count=806 81 52 52 48 83 424 46 47 46 70 462 49 54 65 62 66 51 51 57 47 113 54 48 61 60 205 49 75 48 59 112 51 86
internal_value=0 0.000220804 0.000739099 0.00104133 0.000540503 0.000184195 0.000942436 0.00422216 -0.000104124 -0.000236537 -0.000607816 -0.00087472 -0.00332016 -0.000516788 -0.00092826 -0.000521136 0.00156899 0.000129301 0.00116199 0.00389539 -0.000408336 -0.000162819 0.000981051 -0.000141446 -0.000658241 -0.000169639 -0.000220723 1.37375e-05 -0.000135467 1.46838e-05 -0.00011502 0.001234 -0.00110116
internal_weight=0 1949 752 700 605 553 470 95 1197 1791 890 809 103 706 590 528 116 901 309 104 592 541 163 115 378 318 205 1151 1025 977 918 126 135
internal_count=3740 1949 752 700 605 553 470 95 1197 1791 890 809 103 706 590 528 116 901 309 104 592 541 163 115 378 318 205 1151 1025 977 918 126 135
is_linear=0
shrinkage=0.0995203


Tree=2950
num_leaves=14
num_cat=0
split_feature=5 2 2 2 18 18 3 3 5 21 18 8 21
split_gain=0.0343487 0.0230133 0.0701348 0.02434 0.0227936 0.0882981 0.0474237 0.0666711 0.0260436 0.0344644 0.023699 0.0230012 0.0190976
threshold=0.6362850000000001 -0.23128999999999997 -0.24206999999999998 -0.16295499999999999 0.088735000000000022 0.090540000000000023 0.086775000000000033 0.084955000000000017 0.50609000000000015 0.11729000000000002 0.086065000000000016 -0.085764999999999994 0.091135000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 8 -6 7 -7 10 -10 11 -5 -8
right_child=-2 3 -4 4 5 6 12 -9 9 -11 -12 -13 -14
leaf_value=-0.0011313009459950961 -0.0026433788474673134 -0.0021844973942731685 0.0042953905750346124 -0.00025293265811653142 -0.0039559285412769409 0.00052170825664984836 0.00060181995260083032 -0.0044393612129548293 -0.0031616116973130614 8.5370490227334059e-05 0.0018892686648262409 0.00038767889085288969 -0.00054154449533139854
leaf_weight=47 48 50 47 822 65 51 410 56 53 82 83 1703 223
leaf_count=47 48 50 47 822 65 51 410 56 53 82 83 1703 223
internal_value=0 3.60915e-05 0.00157334 -3.84251e-06 2.66576e-05 -0.000438697 -0.000128644 -0.00206709 0.000163526 -0.00118331 0.000233557 0.000178807 0.00019773
internal_weight=0 3692 94 3598 3548 805 740 107 2743 135 2608 2525 633
internal_count=3740 3692 94 3598 3548 805 740 107 2743 135 2608 2525 633
is_linear=0
shrinkage=0.0995203


Tree=2951
num_leaves=21
num_cat=0
split_feature=18 0 20 20 3 2 21 20 20 2 20 0 21 20 6 6 6 0 11 0
split_gain=0.0246276 0.10953 0.0241445 0.0369733 0.0646447 0.111868 0.0492899 0.0358075 0.0308497 0.0817063 0.0461841 0.0346552 0.0356904 0.0295065 0.0463273 0.0333075 0.0701187 0.0311309 0.0240112 0.017802
threshold=-0.42248000000000002 -0.067059999999999995 -0.074014999999999984 -0.081374999999999989 0.091615000000000016 -0.079739999999999991 0.096415000000000015 -0.069434999999999983 -0.053499999999999999 -0.055654999999999996 -0.042414999999999994 -0.17809 0.085470000000000018 -0.083404999999999993 -0.087825 -0.096934999999999993 -0.088954999999999992 -0.13955999999999999 -0.15511999999999998 -0.090789999999999996
decision_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 13 19 -6 -7 -4 9 -9 -10 12 -12 15 -15 -2 -17 -18 -13 -5
right_child=2 -3 7 4 5 6 -8 8 10 -11 11 18 -14 14 -16 16 17 -19 -20 -21
leaf_value=-0.004694083547927933 -0.0016787452011012072 0.0014773376625856279 -0.0026431375969883236 0.00064866770965214793 0.0065919351367334849 -0.00051352212190282104 0.0035594286183106881 -0.0012169833347300859 -0.0025387375036251855 0.004408088213773022 0.0028122868420660499 0.0018808828763513293 -0.00064628491812709378 0.00041594469247946219 -0.003396836001775191 0.0042558490279113867 -0.0020785862985064126 0.00058513746888621241 -0.00018635316518438732 -0.0019511612554902491
leaf_weight=54 67 60 54 58 50 78 47 50 76 52 81 57 46 70 57 49 49 379 2259 47
leaf_count=54 67 60 54 58 50 78 47 50 76 52 81 57 46 70 57 49 49 379 2259 47
internal_value=0 -0.00143879 4.67713e-05 0.000477631 0.00143841 0.00261049 0.00101136 -0.000106099 -5.35169e-05 0.00164268 -0.000122525 -4.70227e-05 0.00155313 7.54915e-05 -0.00128886 0.000395512 0.000688581 0.000278266 -0.000135122 -0.000507269
internal_weight=0 114 3626 951 280 175 125 2675 2621 102 2519 2443 127 671 127 544 477 428 2316 105
internal_count=3740 114 3626 951 280 175 125 2675 2621 102 2519 2443 127 671 127 544 477 428 2316 105
is_linear=0
shrinkage=0.0995203


Tree=2952
num_leaves=13
num_cat=0
split_feature=18 8 3 4 3 4 4 8 0 0 27 7
split_gain=0.0429506 0.0267155 0.045262 0.0497136 0.0285856 0.0226268 0.0227399 0.0198743 0.0584784 0.0501885 0.0346222 0.0341948
threshold=-0.47082499999999999 -0.26194999999999996 0.12212000000000002 0.11037000000000002 0.14823500000000003 0.14566000000000004 0.13699000000000003 -0.07106999999999998 -0.051999999999999998 -0.064859999999999987 1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 8 9 -3 11 -9
right_child=1 5 4 -5 -6 -7 -8 10 -10 -11 -12 -13
leaf_value=0.0030182053299654208 -7.701906563632743e-05 0.00027441065984858695 0.0021426260444159413 -0.004335801269699859 -0.00097939114547355337 0.0022599550226910406 -0.0020894946233823114 -0.00022492336667546639 0.0030598029332223171 -0.0028595462765365212 -0.0027674585942662339 0.0019085507180727147
leaf_weight=48 49 1851 50 62 69 47 48 1269 73 52 50 79
leaf_count=48 49 1851 50 62 69 47 48 1269 73 52 50 79
internal_value=0 2.16285e-05 -0.00101678 -0.00246317 0.000325502 9.07125e-05 6.06794e-05 9.15114e-05 0.00029484 0.000188344 -0.000195297 -9.9283e-05
internal_weight=0 3699 230 111 119 3469 3422 3374 1976 1903 1398 1348
internal_count=3747 3699 230 111 119 3469 3422 3374 1976 1903 1398 1348
is_linear=0
shrinkage=0.0995203


Tree=2953
num_leaves=24
num_cat=0
split_feature=18 8 5 17 5 8 6 5 6 2 1 9 9 6 17 18 17 17 3 6 11 2 1
split_gain=0.0348279 0.0223771 0.0305822 0.0240301 0.0640657 0.29025 0.112086 0.0615832 0.0716072 0.0740642 0.0543378 0.048453 0.044188 0.0395842 0.0640293 0.17861 0.0921858 0.113269 0.0743535 0.0323139 0.0315364 0.0514259 0.0166232
threshold=-0.47082499999999999 -0.49499500000000002 -0.1807 0.0065250000000000013 -0.025879999999999997 -0.08237499999999999 0.10248500000000002 -0.041054999999999994 0.099330000000000016 -0.06717999999999999 0.27998000000000006 0.087435000000000027 0.084795000000000023 0.087670000000000012 -0.020405 -0.011569999999999999 -0.038314999999999995 -0.067414999999999989 0.087445000000000023 0.087235000000000021 -0.11166 0.25779000000000007 -0.06921999999999999
decision_type=2 2 2 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 13 7 12 11 8 10 -10 -5 -7 -6 19 16 -16 17 -15 -17 20 -3 -22 -8
right_child=1 3 -4 4 5 6 22 -9 9 -11 -12 -13 -14 14 15 18 -18 -19 -20 -21 21 -23 -24
leaf_value=0.0027178330613287899 0.00015995146854817923 0.0022834394821421512 -0.0032983063593676454 -0.00045907194920506169 0.0084875388379530466 -0.0052494531647611573 0.00058716997007051623 -0.0025780587936750881 0.005695791751720118 3.0308355633799168e-05 0.0029247184821128746 -0.00070690992706842629 0.0041208030637169719 0.00023605405525605098 -0.0066867220199145249 0.0027067812031787162 0.003889186827953659 -0.0040281857284107103 -0.0019641248927718476 0.0025725993373176847 7.9998324848512241e-05 -0.0028822815259942065 0.0031912108158928258
leaf_weight=48 54 61 47 487 46 46 51 83 46 46 52 48 48 309 62 52 51 77 96 52 1777 60 48
leaf_count=48 54 61 47 487 46 46 51 83 46 46 52 48 48 309 62 52 51 77 96 52 1777 60 48
internal_value=0 1.941e-05 -0.00144123 6.06394e-05 0.000475045 0.00173088 -0.000473908 -2.86042e-05 0.000305447 0.00287195 -0.000131102 -0.00293857 0.00626643 -9.87757e-05 -0.000773482 -0.00220181 -8.52261e-05 -0.000612464 -0.000317464 0.000124669 5.71707e-05 -1.63099e-05 0.00185801
internal_weight=0 3699 101 3598 1001 287 193 714 631 92 539 94 94 2597 647 210 437 386 148 1950 1898 1837 99
internal_count=3747 3699 101 3598 1001 287 193 714 631 92 539 94 94 2597 647 210 437 386 148 1950 1898 1837 99
is_linear=0
shrinkage=0.0995203


Tree=2954
num_leaves=22
num_cat=0
split_feature=19 12 17 5 6 1 6 26 26 1 5 19 26 1 6 26 6 8 1 3 3
split_gain=0.0412154 0.019464 0.0170671 0.0803137 0.143591 0.0690093 0.0890654 0.0584449 0.0895287 0.065477 0.0519513 0.045175 0.0434566 0.0422792 0.0958338 0.137374 0.062494 0.0472359 0.211827 0.0766251 0.0370233
threshold=-0.10411999999999999 0.094205000000000025 -0.0064000000000000003 -0.082635 0.084050000000000027 -0.0032650000000000001 -0.095814999999999997 0.11215000000000001 0.11861500000000001 0.0065600000000000007 -0.070260000000000003 0.11219500000000003 0.11215000000000001 -0.078509999999999983 0.085845000000000019 0.088605000000000017 0.031195000000000007 -0.086404999999999996 -0.0012649999999999998 0.087745000000000031 0.090995000000000006
decision_type=2 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 -2 -7 13 -9 -10 20 12 -12 14 16 -16 -4 18 -15 -19 -5
right_child=1 -3 7 10 -6 6 -8 8 9 -11 11 -13 -14 17 15 -17 -18 19 -20 -21 -22
leaf_value=0.0024950968487533597 0.00223063245464117 -0.0017733893228131594 0.0015829324676571409 0.00027564545381641233 -0.0067920286138615131 0.00089217003518508929 -0.0049518161486146557 -0.0050051176020223208 0.0019591669172974438 -0.0020138913436453438 -0.00033885954115457027 0.0027352010353980201 0.0016951830183978874 -0.0047462566269881271 0.0054572792574176009 8.5069519669310833e-05 -0.0025330137820278971 0.0029633567975075447 0.00070302497215365826 0.0002143124503406609 0.0038026563149435853
leaf_weight=67 56 60 74 59 48 50 53 49 77 88 1447 54 112 96 101 89 72 119 267 649 60
leaf_count=67 56 60 74 59 48 50 53 49 77 88 1447 54 112 96 101 89 72 119 267 649 60
internal_value=0 4.15208e-06 3.38403e-05 -0.000167102 -0.00201991 -0.00057412 -0.00210698 0.00026611 -0.00126924 -0.000154836 5.38636e-05 -9.36956e-05 -0.000192207 0.000490639 0.00147124 0.00294513 -0.000441242 0.000198598 -0.000735853 0.000641337 0.00206085
internal_weight=0 3680 3620 1939 207 159 103 1681 214 165 1732 1613 1559 1467 336 190 146 1131 363 768 119
internal_count=3747 3680 3620 1939 207 159 103 1681 214 165 1732 1613 1559 1467 336 190 146 1131 363 768 119
is_linear=0
shrinkage=0.0995203


Tree=2955
num_leaves=10
num_cat=0
split_feature=18 35 0 8 36 9 26 9 2
split_gain=0.0265571 0.0207495 0.0189383 0.0168373 0.0254598 0.0194685 0.0288231 0.0593918 0.0314184
threshold=-0.47082499999999999 -0.076159999999999992 -0.0033699999999999997 -0.50270999999999988 1.0000000180025095e-35 0.13642500000000005 0.12236500000000003 0.11296000000000002 0.16158000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 8 -8 -5
right_child=1 3 -4 4 -6 -7 7 -9 -10
leaf_value=0.0023701007376231513 -5.381909857181102e-05 -0.0013135955233291683 -0.0027970281033975627 8.2751486466674853e-05 0.0023887052973486358 -0.001468035156926205 0.0025670118596527189 -0.0012941453027599469 -0.001628714916378916
leaf_weight=48 52 87 49 3093 47 81 122 58 110
leaf_count=48 52 87 49 3093 47 81 122 58 110
internal_value=0 1.37482e-05 -0.00139279 5.34588e-05 8.75666e-05 5.61081e-05 9.28431e-05 0.00131831 2.37193e-05
internal_weight=0 3699 101 3598 3511 3464 3383 180 3203
internal_count=3747 3699 101 3598 3511 3464 3383 180 3203
is_linear=0
shrinkage=0.0995203


Tree=2956
num_leaves=16
num_cat=0
split_feature=2 3 2 3 22 3 6 0 2 8 8 8 8 17 4
split_gain=0.044284 0.0491737 0.0267109 0.0574697 0.0196038 0.0188837 0.0635699 0.0313485 0.0451632 0.0211232 0.0504708 0.0299893 0.0813656 0.0371985 0.028853
threshold=0.31852000000000008 0.12732500000000005 0.14153500000000005 0.11896500000000003 0.11738500000000003 0.083875000000000019 0.087075000000000027 -0.110495 -0.086254999999999984 -0.081415000000000001 -0.080924999999999983 -0.085764999999999994 -0.085089999999999985 -0.0092949999999999994 0.11689000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 7 -1 -9 11 -11 13 -13 -7 -12
right_child=1 -3 3 -5 -6 9 -8 8 -10 10 14 12 -14 -15 -16
leaf_value=0.0021723008153057013 0.00030986563582145472 -0.0035233847613998118 0.0040146528025012899 -0.00046074584851593599 -0.0017858740250893009 0.00072523484959376996 -0.0040169121892506951 -0.0023343393379407283 0.00036281941381750252 -0.0033074309240488462 -0.00022612331989066949 0.0041778306953020559 0.00041174190571830426 -0.00063951299881400022 0.0015939972471317933
leaf_weight=46 57 78 49 67 68 343 51 98 164 51 1633 66 414 467 91
leaf_count=46 57 78 49 67 68 343 51 98 164 51 1633 66 414 467 91
internal_value=0 -0.00189884 -6.25155e-05 0.00142267 -0.000112086 -7.86057e-05 -0.000761507 -0.000219804 -0.000642917 1.11468e-06 -0.000221343 0.000307845 0.000931285 -6.05906e-05 -0.000129575
internal_weight=0 135 3608 116 3492 3424 359 308 262 3065 1775 1290 480 810 1724
internal_count=3743 135 3608 116 3492 3424 359 308 262 3065 1775 1290 480 810 1724
is_linear=0
shrinkage=0.0995203


Tree=2957
num_leaves=21
num_cat=0
split_feature=2 3 21 18 3 18 20 8 3 21 8 18 0 1 18 3 3 17 36 0
split_gain=0.0358811 0.0399013 0.0224713 0.0558605 0.0955737 0.113039 0.0590291 0.0393791 0.0624782 0.0582766 0.0193486 0.0263185 0.0417411 0.0323387 0.0230061 0.0445074 0.0739781 0.0558509 0.0215675 0.0247644
threshold=0.31852000000000008 0.12732500000000005 -0.0086749999999999987 -0.087724999999999984 0.087625000000000022 -0.080424999999999996 -0.084949999999999984 -0.083944999999999992 0.095490000000000019 -0.084999999999999992 0.24614500000000003 -0.26599999999999996 -0.062294999999999996 0.056790000000000014 -0.090104999999999991 0.09304500000000003 0.10920500000000002 -0.013125 0.090760000000000021 0.12433000000000002
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 6 -5 -6 -1 9 -9 -7 11 12 13 -4 15 17 -17 -13 19 -16
right_child=1 -3 10 4 5 7 -8 8 -10 -11 -12 14 -14 -15 18 16 -18 -19 -20 -21
leaf_value=0.00034907101510163051 0.00027902760301251524 -0.0031727367115134647 -0.0019834546706825836 0.0034484174202210247 -0.0051333658541658032 -0.00098900508214795277 0.0049831839111103421 -0.0040278433097837895 0.00045001782350925762 0.0035598383942975391 -0.0017781485503814321 0.00046446586563676166 0.0032605352475243098 0.0016879071183639562 -8.5880596138905178e-05 -0.0039910452134768069 0.0007928633243610944 -0.0030653027390596011 -0.0021094494519646569 0.0015451574684013038
leaf_weight=58 57 78 47 65 49 51 52 46 93 61 71 249 58 48 2320 91 49 54 50 96
leaf_count=58 57 78 47 65 49 51 52 46 93 61 71 249 58 48 2320 91 49 54 50 96
internal_value=0 -0.00170926 -5.62714e-05 0.00058123 -9.00698e-06 -0.000760845 0.00254719 8.94943e-05 -0.00102598 0.00148118 -0.000153185 -0.000115239 0.00115626 -0.000119834 -0.000182396 -0.000842869 -0.00231083 -0.0001619 -6.34146e-05 -2.07323e-05
internal_weight=0 135 3608 475 365 300 110 251 139 112 3133 3062 153 95 2909 443 140 303 2466 2416
internal_count=3743 135 3608 475 365 300 110 251 139 112 3133 3062 153 95 2909 443 140 303 2466 2416
is_linear=0
shrinkage=0.0995203


Tree=2958
num_leaves=10
num_cat=0
split_feature=2 1 2 21 20 10 10 10 7
split_gain=0.0290712 0.0364964 0.0205477 0.0367154 0.0162286 0.0162627 0.0238848 0.0251827 0.0191321
threshold=0.31852000000000008 0.066150000000000028 0.14153500000000005 0.08846500000000003 0.14849500000000004 0.091080000000000022 0.087405000000000024 0.084475000000000022 -0.074334999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 7 8 -1
right_child=1 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.0020458738907466307 0.0002247346822751141 -0.00304735114651722 0.0033235060594976225 -0.00025085141218984548 -0.0014528336974772393 -0.0016072138471784332 0.0020083816922881691 -0.0023514944682762294 -1.4159250519510204e-06
leaf_weight=46 62 73 49 67 85 66 56 47 3192
leaf_count=46 62 73 49 67 85 66 56 47 3192
internal_value=0 -0.00153855 -5.06261e-05 0.00125195 -9.41305e-05 -5.99924e-05 -2.91827e-05 -6.41667e-05 -3.0713e-05
internal_weight=0 135 3608 116 3492 3407 3341 3285 3238
internal_count=3743 135 3608 116 3492 3407 3341 3285 3238
is_linear=0
shrinkage=0.0995203


Tree=2959
num_leaves=23
num_cat=0
split_feature=2 3 21 0 2 2 0 2 3 17 26 26 6 17 6 6 6 26 29 6 20 20
split_gain=0.0235476 0.0313764 0.0176867 0.0349059 0.0408613 0.0445093 0.0599735 0.0558652 0.0382803 0.0180383 0.0428194 0.086291 0.146386 0.0527283 0.0580598 0.0440425 0.0448655 0.0394005 0.0436796 0.0389664 0.0341965 0.0365604
threshold=0.31852000000000008 0.12732500000000005 -0.0086749999999999987 -0.18357499999999999 -0.097754999999999995 -0.085599999999999996 -0.084759999999999988 -0.083204999999999987 0.093835000000000016 0.0041300000000000009 0.090385000000000021 0.087045000000000025 0.08866000000000003 0.51326500000000019 0.10877500000000002 0.085465000000000027 -0.012574999999999999 -0.2382 0.093650000000000025 0.097935000000000022 -0.14091999999999996 -0.091229999999999992
decision_type=2 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 -6 -7 -9 17 11 15 -13 14 19 16 -11 -4 20 -12 -19 -22
right_child=1 -3 9 4 5 7 -8 8 -10 10 13 12 -14 -15 -16 -17 -18 18 -20 -21 21 -23
leaf_value=-0.0017193053588026371 0.00037743000374695706 -0.0026831326563831618 -0.0025401680729692827 0.0034863424988560176 0.00062010086605571526 0.0036287354019988024 -0.0037932808623718775 -0.0020088062248644289 0.0013010025694574258 -0.00021683674992365671 0.00048201586997561095 -0.00021929552063311845 -0.0067309168393022561 -0.0027789008243538612 0.0028567025453228772 0.0018479789719851405 -0.0032934665980152494 -0.0019703212807131525 0.0031221774611591372 -0.0027012808631133242 0.0024065828970970694 2.5060590138530735e-05
leaf_weight=60 57 78 58 51 83 71 48 50 112 219 221 74 64 50 90 74 60 82 46 46 66 1983
leaf_count=60 57 78 58 51 83 71 48 50 112 219 221 74 64 50 90 74 60 82 46 46 66 1983
internal_value=0 -0.00138483 -4.56555e-05 0.000519891 0.000845603 0.00047336 -0.000990768 0.00130005 0.000274403 -0.00013166 -0.000508424 -0.0011344 -0.00324511 0.000244732 0.000670504 -0.000306926 -0.000881412 1.93529e-05 8.79202e-05 -6.33516e-05 2.20381e-05 0.000102171
internal_weight=0 135 3608 475 415 364 131 233 162 3133 898 491 138 407 357 353 279 2235 2177 267 2131 2049
internal_count=3743 135 3608 475 415 364 131 233 162 3133 898 491 138 407 357 353 279 2235 2177 267 2131 2049
is_linear=0
shrinkage=0.0995203


Tree=2960
num_leaves=15
num_cat=0
split_feature=9 4 9 19 2 2 26 2 26 21 9 0 0 18
split_gain=0.0306569 0.0279165 0.0226676 0.0190508 0.0182628 0.0488405 0.0472312 0.126491 0.0479073 0.0446588 0.0541226 0.0221758 0.0874956 0.0337719
threshold=0.13642500000000005 0.15221500000000004 0.23438500000000004 -0.10411999999999999 -0.079739999999999991 -0.078994999999999996 0.084435000000000024 -0.083665000000000003 0.083885000000000029 0.10384500000000002 0.094010000000000024 -0.071029999999999996 -0.067345000000000002 -0.082304999999999989
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 8 -5 10 -8 13 -13 -7
right_child=2 -3 -4 4 5 11 9 -9 -10 -11 -12 12 -14 -15
leaf_value=0.0016211206153907125 -0.0030130720889252598 0.0024129606161657859 -4.7507433757510654e-05 -0.00011431059460222803 0.002697480471536519 -0.0011301045386174825 0.00010698221187175723 -0.004592804131831411 -0.0031860784292928272 0.002565757515300515 -0.0028484938579911518 -0.0037448169300080968 4.3887880466534332e-05 0.00053684402011234557
leaf_weight=68 59 47 46 500 73 138 1095 83 56 68 65 70 436 931
leaf_count=68 59 47 46 500 73 138 1095 83 56 68 65 70 436 931
internal_value=0 3.05591e-06 -0.00172167 -2.83276e-05 -6.04702e-05 0.00018068 -0.000273772 -0.000967787 -0.00042517 8.66978e-05 -5.79208e-05 6.35089e-05 -0.000478624 0.000320887
internal_weight=0 3630 105 3583 3515 1648 1867 639 556 1228 1160 1575 506 1069
internal_count=3735 3630 105 3583 3515 1648 1867 639 556 1228 1160 1575 506 1069
is_linear=0
shrinkage=0.0995203


Tree=2961
num_leaves=12
num_cat=0
split_feature=9 4 8 9 5 0 0 8 0 0 5
split_gain=0.0248841 0.0226361 0.022405 0.0187224 0.0215666 0.0168843 0.0764343 0.0428686 0.166792 0.0830669 0.0332647
threshold=0.13642500000000005 0.15221500000000004 -0.049499999999999995 0.12188500000000002 0.63455500000000009 -0.085794999999999996 -0.086474999999999996 -0.085089999999999985 -0.084534999999999985 -0.084269999999999998 -0.011514999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 10 8 -7 -9 -1
right_child=2 -3 -4 -5 -6 7 -8 9 -10 -11 -12
leaf_value=0.0002656398843322059 -0.0031365095602240971 0.0021728225358265203 -0.00020166303858389667 0.0019688951205449534 0.0018184734909753566 -0.0050477841858127042 0.0031425387234010928 0.0028157518533416977 -0.00014189231686055219 -0.00021944404371549963 -0.00088225480850997497
leaf_weight=1073 48 47 57 46 60 87 81 95 327 1488 326
leaf_count=1073 48 47 57 46 60 87 81 95 327 1488 326
internal_value=0 2.75179e-06 -0.0015511 -2.54857e-05 -5.16548e-05 -8.41617e-05 0.000170245 -0.000273115 -0.00117482 -3.67767e-05 -1.26153e-06
internal_weight=0 3630 105 3583 3537 3477 1480 1997 414 1583 1399
internal_count=3735 3630 105 3583 3537 3477 1480 1997 414 1583 1399
is_linear=0
shrinkage=0.0995203


Tree=2962
num_leaves=19
num_cat=0
split_feature=30 9 8 21 20 21 21 3 20 3 8 21 21 26 3 18 3 17
split_gain=0.0212945 0.0207773 0.0204649 0.0164982 0.0527192 0.0926081 0.078571 0.0441564 0.0550444 0.0458292 0.0523883 0.0366157 0.0495109 0.0330034 0.0228975 0.0202845 0.0585729 0.0235861
threshold=-0.020805000000000001 0.13642500000000005 -0.049499999999999995 0.10068500000000002 -0.075334999999999999 0.10841000000000002 0.11729000000000002 0.097880000000000023 -0.0083149999999999995 0.12551500000000002 -0.052214999999999998 0.097120000000000026 0.095375000000000029 0.0054200000000000012 0.14166500000000004 0.13474500000000003 0.09587500000000003 -0.45791500000000002
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 11 5 -5 -7 8 -6 10 -9 12 15 -8 -11 17 -17 -2
right_child=1 2 -4 4 7 6 13 9 -10 14 -12 -13 -14 -15 -16 16 -18 -19
leaf_value=0.0020908565453905772 -0.0011010255984437688 -0.003019859253732664 -0.00018159360438208634 0.0047880010218048436 -0.0042455224422486421 -0.0023139452482108481 0.00041144078460015021 0.0034809409305114384 3.4757032770262672e-05 -0.0026119478081414529 -0.00015506386805165222 -0.0022912765282365631 0.0029211949852574661 0.0040905401878307832 0.00034439083657632387 -0.0010295401970125276 0.0036211299235724068 -8.0884498202703098e-05
leaf_weight=46 247 46 57 66 53 65 52 73 67 53 84 75 54 46 50 55 52 2494
leaf_count=46 247 46 57 66 53 65 52 73 67 53 84 75 54 46 50 55 52 2494
internal_value=0 -6.33891e-05 -0.00145712 -2.3129e-05 0.000448548 0.00164184 0.000362904 -0.00026841 -0.00184888 0.000457889 0.00153035 -0.000119894 -6.34943e-05 0.00214672 -0.00116888 -0.000120374 0.00122295 -0.000173111
internal_weight=0 3689 103 3586 609 229 163 380 120 260 157 2977 2902 98 103 2848 107 2741
internal_count=3735 3689 103 3586 609 229 163 380 120 260 157 2977 2902 98 103 2848 107 2741
is_linear=0
shrinkage=0.0995203


Tree=2963
num_leaves=16
num_cat=0
split_feature=24 0 4 2 1 9 1 21 21 8 2 8 21 21 21
split_gain=0.0213347 0.0201915 0.0352953 0.0641824 0.0820909 0.0253018 0.0253793 0.0243805 0.0449149 0.0516472 0.0723539 0.0430035 0.0335406 0.0491007 0.0561211
threshold=0.10415500000000003 -0.16969499999999998 0.086380000000000026 0.097745000000000012 0.40780000000000011 0.13642500000000005 0.0043150000000000011 0.10068500000000002 0.10311000000000002 -0.063559999999999992 -0.095204999999999998 -0.071594999999999992 0.097120000000000026 0.095375000000000029 0.092775000000000024
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 -7 12 -9 11 -11 -10 13 14 -3
right_child=-2 5 3 4 -6 6 -8 8 9 10 -12 -13 -14 -15 -16
leaf_value=0.0029880897277896772 -0.0021399990351533638 -6.551305891414416e-05 -0.002391027343845103 0.0043791641260100709 -0.00076721499774048767 7.2083380611259192e-05 -0.003092045066121484 0.00328957667635998 0.00062599016950141756 0.0025599889831427304 -0.0018112541155602955 0.0039583356166978563 -0.002244662016987563 0.0029457597314531373 -0.002882634790339757
leaf_weight=59 47 2611 63 55 69 46 54 55 214 48 170 47 73 52 72
leaf_count=59 47 2611 63 55 69 46 54 55 214 48 170 47 73 52 72
internal_value=0 -5.9183e-06 0.000864879 0.000190611 0.00150885 -6.83921e-05 -0.00162836 -2.14695e-05 0.000594634 0.000283484 -0.000845023 0.0012292 -0.000138926 -8.24222e-05 -0.000141417
internal_weight=0 3688 246 187 124 3442 100 3342 534 479 218 261 2808 2735 2683
internal_count=3735 3688 246 187 124 3442 100 3342 534 479 218 261 2808 2735 2683
is_linear=0
shrinkage=0.0995203


Tree=2964
num_leaves=27
num_cat=0
split_feature=18 18 8 18 9 8 2 0 5 4 3 18 0 20 26 0 9 4 0 2 5 26 26 18 21 21
split_gain=0.0211885 0.0614737 0.290448 0.0747801 0.058527 0.0525418 0.128834 0.074867 0.0428584 0.0406533 0.0383723 0.0375308 0.0503302 0.081879 0.0368917 0.0323287 0.0319655 0.0265162 0.0410505 0.0393926 0.0553894 0.0350408 0.0529905 0.0409241 0.0254639 0.00839096
threshold=-0.078409999999999994 -0.022504999999999997 -0.084044999999999995 -0.018864999999999996 0.10078500000000003 -0.073999999999999996 -0.073884999999999992 -0.081674999999999984 0.22078000000000006 0.15221500000000004 0.10850000000000003 -0.085834999999999995 -0.080884999999999999 -0.079809999999999992 -0.079559999999999992 -0.065229999999999996 0.11640000000000002 0.085990000000000025 -0.052884999999999995 -0.0083149999999999995 0.24444000000000005 0.094605000000000022 0.091025000000000023 -0.091109999999999983 0.11729000000000002 0.092595000000000025
decision_type=2 2 2 2 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 2 -2 -3 5 6 7 -4 9 14 -10 17 13 -13 15 -5 -16 18 21 20 -19 22 23 -1 -23 -20
right_child=1 3 4 8 -6 -7 -8 -9 10 -11 -12 12 -14 -15 16 -17 -18 19 25 -21 -22 24 -24 -25 -26 -27
leaf_value=0.00091368732175276131 -0.0067756193266740577 0.0041057649895077904 0.00034690519104427176 0.0005371443103306372 -0.0030682763861227991 0.0027952093019237871 0.0033741975501838904 -0.0052007308638203761 -0.00035787580708182445 0.0029092740588383408 -0.0038604409944553541 0.0030545664432045589 0.0044990980311004425 -0.0024493124119211252 -0.00017352171196932458 0.0029957270370898495 0.0017402540517485385 -0.0025207113110308496 -0.0029431578787397945 0.0030028618350964494 0.002220139034342752 0.00033675251647869017 -0.0030274058753206514 -0.0010542353245796597 0.003616687830098257 -0.0010156382274510022
leaf_weight=317 75 46 46 223 46 85 59 50 83 52 50 62 50 47 1712 70 91 46 47 77 52 47 54 156 48 46
leaf_count=317 75 46 46 223 46 85 59 50 83 52 50 62 50 47 1712 70 91 46 47 77 52 47 54 156 48 46
internal_value=0 -5.43397e-05 -0.00126289 0.000132797 0.000179898 0.000805876 -0.000279768 -0.00253396 5.23168e-05 0.000160008 -0.00168079 0.000472845 0.00188189 0.000673824 9.14107e-05 0.00112731 -7.64766e-05 0.000220197 -4.74424e-05 0.00131837 0 0.000242969 -7.26791e-05 0.000262917 0.0020026 -0.00199856
internal_weight=0 2688 361 2327 286 240 155 96 2281 2148 133 1049 159 109 2096 293 1803 890 715 175 98 622 527 473 95 93
internal_count=3737 2688 361 2327 286 240 155 96 2281 2148 133 1049 159 109 2096 293 1803 890 715 175 98 622 527 473 95 93
is_linear=0
shrinkage=0.0995203


Tree=2965
num_leaves=26
num_cat=0
split_feature=1 5 5 0 1 1 5 0 18 18 1 1 5 26 2 2 10 17 8 8 8 26 4 6 18
split_gain=0.0207855 0.0435339 0.0724396 0.0693494 0.0357814 0.0766257 0.0993447 0.11913 0.106232 0.0509784 0.0778999 0.0356953 0.0297716 0.0333586 0.0295938 0.0724122 0.0314983 0.0247212 0.0252455 0.0574276 0.052308 0.0509896 0.0557258 0.0381427 0.0177986
threshold=-0.093734999999999999 0.066815000000000027 -0.0063549999999999995 -0.071799999999999989 -0.082344999999999988 -0.083684999999999996 -0.011514999999999999 -0.086474999999999996 -0.0097449999999999985 -0.018864999999999996 -0.088174999999999989 -0.081224999999999992 0.15100500000000003 0.089545000000000027 0.096520000000000022 -0.10165999999999999 0.086165000000000019 -0.54752499999999993 -0.077889999999999987 -0.079585000000000003 -0.080835000000000004 -0.091484999999999997 0.13424500000000003 -0.03764 0.0048000000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 -4 5 6 8 -8 -2 10 -9 -6 -3 14 15 16 -14 -13 19 20 -19 23 -23 -20 -1
right_child=4 12 3 -5 11 -7 7 9 -10 -11 -12 17 13 -15 -16 -17 -18 18 21 -21 -22 22 -24 -25 -26
leaf_value=-0.0013851615459431572 0.0050102163712731065 -0.0022953432861207448 0.0064476496516195888 0.0014670089337404366 0.0021517722911116996 -0.0040875790704301782 -0.0057943347821959954 -0.0011351003335157437 -0.0007463087791567723 -0.0023891414589716805 0.0037563883602760636 -0.0018032630325172895 0.0018291057971265917 0.0021942924486975154 0.0012671230810300321 -0.0043851002762418569 -0.001537672389385942 0.00042205649749855106 0.0019263547571976105 0.0035299809582942472 -0.0024764725715320556 -0.00068916244655540929 0.00274926371678702 -0.0009989245468036952 0.0010424943287552027
leaf_weight=54 60 51 46 71 83 62 50 82 67 80 53 69 61 71 82 46 50 1182 164 56 65 956 49 60 67
leaf_count=54 60 51 46 71 83 62 50 82 67 80 53 69 61 71 82 46 50 1182 164 56 65 956 49 60 67
internal_value=0 0.00062142 0.00166646 0.00343221 -1.8121e-05 -0.000835451 -0.000318995 -0.00141757 0.00196686 -0.000395911 0.000779199 0.000119826 -6.52852e-05 0.000298955 -0.00026067 -0.00106384 0.000305164 5.467e-05 0.000105624 0.000411035 0.000270314 -0.00021751 -0.000520703 0.00113914 -3.4157e-05
internal_weight=0 599 238 117 3138 454 392 265 127 215 135 2684 361 310 239 157 111 2601 2532 1303 1247 1229 1005 224 121
internal_count=3737 599 238 117 3138 454 392 265 127 215 135 2684 361 310 239 157 111 2601 2532 1303 1247 1229 1005 224 121
is_linear=0
shrinkage=0.0995203


Tree=2966
num_leaves=20
num_cat=0
split_feature=27 29 2 17 17 26 26 26 0 6 20 20 26 21 20 20 7 0 26
split_gain=0.0193029 0.0236874 0.0537294 0.0154607 0.0563167 0.0325486 0.101162 0.0736861 0.0719324 0.0393596 0.0206388 0.0409451 0.0796689 0.133018 0.0734078 0.0582981 0.046429 0.0364641 0.0113291
threshold=-0.032854999999999995 -0.08570499999999999 -0.021165 0.066010000000000027 0.093960000000000016 0.087170000000000011 0.085740000000000025 0.088245000000000032 -0.085684999999999997 0.11690000000000002 -0.10892 -0.081945000000000004 0.056820000000000016 0.085955000000000018 -0.089994999999999992 -0.080869999999999984 0.07988000000000002 -0.046675000000000001 0.083885000000000029
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 10 -5 6 8 -7 -6 -9 17 12 14 -14 -12 -13 -17 18 -3
right_child=1 3 -4 4 5 7 -8 9 -10 -11 11 15 13 -15 -16 16 -18 -19 -20
leaf_value=0.0015158400740314935 0.003662387364358755 -0.0010285839826990979 -0.00083468431029359662 0.003003831744996523 -0.0014088702324333219 0.0042401070673300642 -0.0046575598600179955 0.00077527280677044919 0.0020172756211694919 -0.0017784933823479596 0.0022252899016492905 -0.002836991052637159 0.00016193905879089885 0.0062629226035934137 -0.0023361938540587346 -6.20828547967647e-06 -0.002706070797606693 -0.0035566495252302931 0.00080217422235978999
leaf_weight=90 55 87 50 74 131 51 52 255 113 78 57 79 85 61 90 2164 65 46 54
leaf_count=90 55 87 50 74 131 51 52 255 113 78 57 79 85 61 90 2164 65 46 54
internal_value=0 4.00105e-05 0.00151313 -3.42791e-06 0.000396151 0.00011117 -0.000671632 0.000716713 0.000174474 0.000174635 -0.000111786 -3.8856e-05 0.00106896 0.00271659 -0.000561886 -0.000179848 -8.53065e-05 -0.00112179 -0.000321637
internal_weight=0 3647 105 3542 754 680 296 384 244 333 2788 2601 293 146 147 2308 2229 187 141
internal_count=3737 3647 105 3542 754 680 296 384 244 333 2788 2601 293 146 147 2308 2229 187 141
is_linear=0
shrinkage=0.0995203


Tree=2967
num_leaves=23
num_cat=0
split_feature=1 1 3 3 8 5 3 1 9 0 2 8 3 3 2 1 17 8 3 20 8 8
split_gain=0.0179194 0.0381665 0.0381791 0.0519125 0.0376944 0.0555381 0.0325616 0.0294018 0.0719928 0.0794734 0.0742419 0.0862159 0.1098 0.0865797 0.0759327 0.0294339 0.0220702 0.0200276 0.0517493 0.0544635 0.0466559 0.0443674
threshold=-0.093734999999999999 -0.10771499999999999 0.11426500000000002 0.10807500000000002 -0.14546000000000001 0.27608500000000008 0.087745000000000031 -0.082344999999999988 0.084115000000000009 -0.086944999999999995 -0.084869999999999987 -0.077074999999999991 0.08785500000000003 0.086285000000000014 -0.086254999999999984 -0.081224999999999992 -0.54752499999999993 -0.077889999999999987 0.14940500000000004 -0.095634999999999998 -0.079585000000000003 -0.080835000000000004
decision_type=2 2 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 8 9 -2 14 12 13 -12 -10 -9 -17 20 19 -19 21 -18
right_child=7 -3 -4 -5 5 -7 -8 15 10 -11 11 -13 -14 -15 -16 16 17 18 -20 -21 -22 -23
leaf_value=-0.0019317418645945724 -0.00031017289219688912 0.0027175447365829879 -0.0015797761595482665 0.0037131879969722103 0.00037969086649196641 -0.001617136711112917 0.0026856359665594944 0.0019433766974284287 -0.00013954492682185658 -0.0061799437772900399 -0.0026696562986138397 0.0024938912277785979 -0.0054352597857366897 0.0029707342886557903 0.0046904532821512024 -0.0017164686882223102 0.00037218416284346241 0.0016591959383549838 0.002648371241090687 -0.0005777921740388913 0.0031706119772192411 -0.0022972710258850207
leaf_weight=64 46 72 91 49 133 77 113 83 84 46 65 48 67 46 52 69 1182 120 60 1049 56 65
leaf_count=64 46 72 91 49 133 77 113 83 84 46 65 48 67 46 52 69 1182 120 60 1049 56 65
internal_value=0 0.00056707 0.000271713 0.000660025 0.000271334 0.000710391 0.00144225 -2.67544e-05 -0.000767647 -0.00325396 -0.000133505 -0.0012412 -0.00225301 -0.000324822 0.0017012 9.8263e-05 3.90692e-05 8.7233e-05 -0.000200538 -0.000347461 0.000359289 0.000232382
internal_weight=0 599 527 436 387 323 246 3138 454 92 362 226 178 111 136 2684 2601 2532 1229 1169 1303 1247
internal_count=3737 599 527 436 387 323 246 3138 454 92 362 226 178 111 136 2684 2601 2532 1229 1169 1303 1247
is_linear=0
shrinkage=0.0995203


Tree=2968
num_leaves=10
num_cat=0
split_feature=38 20 9 11 7 8 9 10 6
split_gain=0.0323744 0.0447296 0.0459555 0.0336915 0.0213886 0.0301952 0.038226 0.0405589 0.0410924
threshold=-0.072014999999999996 -0.23598 0.087695000000000009 -0.085924999999999987 -0.074779999999999999 -0.51030999999999993 -0.20504500000000001 0.09056500000000002 -0.40707999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -3 -6 -7 8 -8
right_child=1 4 -4 -5 5 6 7 -9 -10
leaf_value=0.0037942786433188482 -0.0043869772882858919 0.0017230333309856912 4.4178660041720176e-05 0.0002243126302889884 0.0020702363215050032 -0.0023715083952243216 -0.0018458413902768104 0.002349404022206156 4.5608815098383463e-05
leaf_weight=46 46 75 46 62 70 67 118 73 3159
leaf_count=46 46 75 46 62 70 67 118 73 3159
internal_value=0 3.85282e-06 -0.0021625 0.00175243 6.00357e-05 2.40324e-05 -1.76462e-05 2.91867e-05 -2.22498e-05
internal_weight=0 3654 92 108 3562 3487 3417 3350 3277
internal_count=3762 3654 92 108 3562 3487 3417 3350 3277
is_linear=0
shrinkage=0.0995203


Tree=2969
num_leaves=10
num_cat=0
split_feature=38 17 20 9 7 8 9 10 23
split_gain=0.0262749 0.0372027 0.0362384 0.0372957 0.0173424 0.0244839 0.0309964 0.0328874 0.0310048
threshold=-0.072014999999999996 -0.078119999999999995 -0.23598 0.087695000000000009 -0.074779999999999999 -0.51030999999999993 -0.20504500000000001 0.09056500000000002 -0.046924999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 -6 -7 8 -8
right_child=2 -3 4 -5 5 6 7 -9 -10
leaf_value=0.0037232018249797054 -0.0039503847659612722 0 0.001551556542087703 3.9781808401449742e-05 0.001864206021175777 -0.0021354953533792996 -0.0022808983231081179 0.0021155908286017741 2.1187019393496472e-05
leaf_weight=46 46 62 75 46 70 67 59 73 3218
leaf_count=46 46 62 75 46 70 67 59 73 3218
internal_value=0 0.00157879 3.4917e-06 -0.0019464 5.40838e-05 2.16407e-05 -1.58662e-05 2.62821e-05 -2.00106e-05
internal_weight=0 108 3654 92 3562 3487 3417 3350 3277
internal_count=3762 108 3654 92 3562 3487 3417 3350 3277
is_linear=0
shrinkage=0.0995203


Tree=2970
num_leaves=20
num_cat=0
split_feature=12 6 2 2 8 6 8 3 5 5 2 5 3 8 3 2 3 8 2
split_gain=0.0210942 0.021878 0.0244594 0.0667125 0.057384 0.190898 0.262861 0.0736007 0.0701509 0.0620438 0.103501 0.0743212 0.068333 0.0314232 0.0288486 0.181413 0.0683224 0.0369847 0.0333484
threshold=0.097490000000000021 0.23663500000000004 -0.083254999999999982 -0.082830000000000001 -0.085385000000000003 0.087575000000000028 -0.088874999999999996 0.083955000000000016 -0.025879999999999997 -0.02504 -0.084154999999999994 -0.084089999999999984 0.084465000000000026 0.053925000000000008 0.084895000000000012 -0.081445000000000004 0.085845000000000019 -0.012329999999999999 -0.080744999999999997
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 7 -7 -1 -9 11 12 13 -11 -6 15 -5 -16 -17 -18
right_child=-2 -3 3 14 9 6 -8 8 -10 10 -12 -13 -14 -15 16 17 18 -19 -20
leaf_value=-0.0034781263335524988 0.0020347420914679387 -0.0020945840796265445 0.0034807893706623803 0.0066571024867986307 -0.0020374895107887992 -7.7440434440651413e-05 0.0096286862243786537 -0.0019007446528731479 0.0016399192285018777 -0.0037563851506145335 -0.0053966140579013401 0.0040349462672621492 -0.00047201008200623587 0.0010569566145236734 -0.0031268399287690007 -0.0012648702325245699 -0.00084396313999458698 0.0014476015980176484 0.00029622059841988643
leaf_weight=70 52 48 61 48 62 63 49 93 137 71 54 52 549 68 66 120 298 85 1716
leaf_count=70 52 48 61 48 62 63 49 93 137 71 54 52 549 68 66 120 298 85 1716
internal_value=0 1.59644e-05 4.38522e-05 0.000231234 -0.000309281 0.000654662 0.00416168 -0.000651898 0.0002047 -0.00077419 -0.00121497 0.000853659 -0.000849445 -0.000412559 0.000145918 0.00114942 2.34638e-05 -0.000136193 0.000127108
internal_weight=0 3710 3662 2394 1268 412 112 300 230 856 674 182 620 130 2333 253 2080 205 2014
internal_count=3762 3710 3662 2394 1268 412 112 300 230 856 674 182 620 130 2333 253 2080 205 2014
is_linear=0
shrinkage=0.0995203


Tree=2971
num_leaves=14
num_cat=0
split_feature=38 17 11 4 4 9 0 9 27 0 1 3 1
split_gain=0.0214839 0.032442 0.024399 0.0308896 0.049167 0.0355516 0.0334694 0.0848201 0.0237531 0.0886385 0.034504 0.0205884 0.03835
threshold=-0.051829999999999994 -0.082354999999999998 -0.364875 0.11706000000000001 0.11355500000000003 0.098720000000000016 -0.14075499999999999 -0.076039999999999983 0.085370000000000015 -0.074504999999999988 -0.0032650000000000001 0.079570000000000016 0.40780000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 8 6 -5 -8 11 10 -10 -4 -13
right_child=2 -3 3 5 -6 -7 7 -9 9 -11 -12 12 -14
leaf_value=0.0033893431659324604 -0.0018046218983125276 2.5541347421726955e-05 0.0021479682736235415 0.0027126655475377777 -0.0030285157100915358 0.0035474224963143583 0.0020439160104617948 -0.0024017081125496109 -0.0014090770358298002 -0.0047478707083361401 0.0023028556728332665 7.6870667553747808e-05 -0.0024436409637143656
leaf_weight=47 73 73 46 53 54 47 86 84 49 48 50 2991 61
leaf_count=47 73 73 46 53 54 47 86 84 49 48 50 2991 61
internal_value=0 0.00134985 -3.31151e-06 3.3303e-05 -5.02199e-05 0.00105686 0.000528272 -0.00014793 -4.05776e-07 -0.00123673 0.000457368 5.79937e-05 2.62252e-05
internal_weight=0 120 3642 3569 3299 270 223 170 3245 147 99 3098 3052
internal_count=3762 120 3642 3569 3299 270 223 170 3245 147 99 3098 3052
is_linear=0
shrinkage=0.0995203


Tree=2972
num_leaves=17
num_cat=0
split_feature=22 2 3 19 20 2 3 5 20 20 6 6 2 0 2 0
split_gain=0.0487431 0.0245162 0.0249377 0.0508166 0.0590457 0.0404564 0.064405 0.044179 0.0403551 0.0798395 0.0536103 0.0597969 0.0310117 0.0457795 0.036065 0.0558278
threshold=0.13160500000000006 -0.24206999999999998 0.11492500000000001 0.0069650000000000016 0.047510000000000011 0.10674000000000002 0.13547000000000003 -0.41397 -0.084949999999999984 -0.08588999999999998 -0.091704999999999995 -0.07664 0.11804000000000002 -0.11170000000000001 0.097745000000000012 -0.225295
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 7 -7 -4 9 10 -3 -12 14 -14 15 -10
right_child=-2 2 3 -5 -6 6 -8 -9 12 -11 11 -13 13 -15 -16 -17
leaf_value=-0.0021505138541868165 -0.0028982184734061469 0.0021804684183206564 -0.0010738633464384983 -0.0015703726308522366 -0.0019830773567982452 0.0056824359713776385 0.001261945765722545 0.0015081428391958359 -0.003247677938949946 -0.0046752964579931475 -0.0039556156097376319 -0.00030965768769689782 -0.0038101923447801333 0.00057010812415558484 0.0021981415369102309 0.00017969925916541438
leaf_weight=49 56 64 91 86 57 50 96 233 48 50 55 238 48 46 85 2390
leaf_count=49 56 64 91 86 57 50 96 233 48 50 55 238 48 46 85 2390
internal_value=0 6.00444e-05 9.00516e-05 0.000668904 0.00103588 0.00140375 0.00278142 0.000780423 -2.7018e-05 -0.000949118 -0.000424951 -0.000996847 0.000116076 -0.00165793 0.000182495 0.000111884
internal_weight=0 3686 3637 613 527 470 146 324 3024 407 357 293 2617 94 2523 2438
internal_count=3742 3686 3637 613 527 470 146 324 3024 407 357 293 2617 94 2523 2438
is_linear=0
shrinkage=0.0995203


Tree=2973
num_leaves=22
num_cat=0
split_feature=22 2 8 26 26 6 3 3 8 20 26 8 8 8 20 18 3 3 6 3 1
split_gain=0.0395223 0.0199743 0.0307297 0.0368196 0.0577405 0.0547657 0.0309977 0.0498048 0.025269 0.0638443 0.0832324 0.0465912 0.0448386 0.0335824 0.0249421 0.0445365 0.0416036 0.0245149 0.0558067 0.0928692 0.0376178
threshold=0.13160500000000006 0.11241000000000002 -0.0077949999999999998 -0.092795000000000002 -0.025024999999999999 -0.0097999999999999979 0.11125500000000002 0.091865000000000016 -0.046889999999999994 -0.012970000000000001 -0.074359999999999996 -0.053049999999999993 -0.061684999999999997 -0.065539999999999987 -0.097019999999999995 -0.10872 0.099145000000000025 0.10749000000000002 -0.083069999999999991 0.13345500000000002 0.41897000000000012
decision_type=2 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 5 -5 7 -6 11 -10 -11 12 13 -1 -4 -16 -17 -3 20 -20 -19
right_child=-2 17 3 4 6 -7 -8 -9 9 10 -12 -13 -14 -15 15 16 -18 18 19 -21 -22
leaf_value=0.00012957396614901278 -0.0026097871398889729 -0.0006340964939183961 -0.0011008969684612945 -0.0051771977083176083 0.00011280909999742819 -0.00053955807742239964 0.0011827648275559825 -0.0021558717061161349 -0.00084181922500237453 -0.00048800921692926814 0.0048003666531874316 -0.0025121706483288309 0.0031410438064851023 -0.0022965804481649152 0.0036360344113017173 0.0019287991783958935 -0.0020977560316849842 -0.0021068544766293311 0.0051052771580205039 -0.00025861424762613688 0.001381577829000859
leaf_weight=2167 56 89 64 57 215 46 87 172 88 49 73 68 48 58 51 54 48 57 72 57 66
leaf_count=2167 56 89 64 57 215 46 87 172 88 49 73 68 48 58 51 54 48 57 72 57 66
internal_value=0 5.40024e-05 -1.97277e-05 -0.00056062 -0.000976734 -0.00311397 -0.000510587 -0.000893378 0.000148304 0.00119427 0.00266964 5.4126e-05 0.000131261 6.59624e-05 0.000542049 0.00123465 2.59238e-05 0.00077965 0.0012822 0.00272884 -0.000228357
internal_weight=0 3686 3345 794 577 103 474 387 2551 210 122 2341 2273 2225 217 153 102 341 252 129 123
internal_count=3742 3686 3345 794 577 103 474 387 2551 210 122 2341 2273 2225 217 153 102 341 252 129 123
is_linear=0
shrinkage=0.0995203


Tree=2974
num_leaves=14
num_cat=0
split_feature=22 4 4 3 3 0 0 4 0 8 5 4 0
split_gain=0.032045 0.0222155 0.0668468 0.0348729 0.0478362 0.0280086 0.0376373 0.0526447 0.0273376 0.0245092 0.0221763 0.0436751 0.0326214
threshold=0.13160500000000006 0.11706000000000001 0.12028000000000003 0.14530500000000005 0.13213000000000005 0.019150000000000004 -0.066264999999999991 0.14154500000000006 -0.103645 -0.47145500000000001 0.62404000000000015 0.10252500000000002 0.048265000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 9 6 8 -8 -4 -1 12 -12 -11
right_child=-2 2 5 -5 -6 -7 7 -9 -10 10 11 -13 -14
leaf_value=-0.0023112683496631964 -0.002350060797005356 0.0042478115423294632 0.00092556184807165152 0.0023054771586243561 -0.0032291140531984677 -0.0018488077497505325 0.0043501066154481008 -0.00015973891055908672 -0.001658310288315752 -1.6454870042740383e-05 0.00051004469027454539 -0.0036642744797966455 0.0016311717362041944
leaf_weight=46 56 48 88 62 47 52 53 49 75 2943 52 47 124
leaf_count=46 56 48 88 62 47 52 53 49 75 2943 52 47 124
internal_value=0 4.85397e-05 0.000785598 -3.22214e-05 -7.69456e-05 0.000258768 0.000675419 0.00217559 -0.000258314 -3.05662e-05 2.31249e-06 -0.00146343 4.98924e-05
internal_weight=0 3686 365 3321 3259 317 265 102 163 3212 3166 99 3067
internal_count=3742 3686 365 3321 3259 317 265 102 163 3212 3166 99 3067
is_linear=0
shrinkage=0.0995203


Tree=2975
num_leaves=16
num_cat=0
split_feature=20 4 9 26 6 0 4 4 4 0 6 3 3 6 21
split_gain=0.0336677 0.0221786 0.0528105 0.12975 0.026913 0.0343851 0.0443248 0.022093 0.045657 0.0437895 0.0399367 0.0259011 0.020365 0.0465352 0.0308948
threshold=0.24030500000000005 0.11706000000000001 0.11351500000000002 0.095610000000000014 -0.42102499999999998 -0.040384999999999997 0.13108000000000006 0.10606500000000003 0.10300500000000003 -0.068189999999999987 -0.074054999999999996 0.14530500000000005 0.11816500000000002 -0.047974999999999997 -0.091869999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 6 -6 8 11 10 -9 12 14 -14 -1
right_child=-2 2 -4 -5 5 -7 -8 9 -10 -11 -12 -13 13 -15 -16
leaf_value=0.0020937801514275579 -0.0021665706936763738 0.0019207565806280624 -0.0019831582720719553 0.0058272788134187967 -0.0015341890793407237 -0.0021778728363119671 0.0022523799158731001 -0.0011494872097412413 0.0024795633453365 -0.0028695304183760004 0.002461454299012573 0.0021369931031699789 -5.7220150980583275e-06 -0.0037869893519253349 -5.3716843491568772e-05
leaf_weight=68 69 80 58 52 52 62 74 89 74 79 46 54 104 47 2734
leaf_count=68 69 80 58 52 52 62 74 89 74 79 46 54 104 47 2734
internal_value=0 5.22558e-05 0.000774359 0.00127672 0.000390717 -0.00025601 0.000683172 -3.03349e-05 3.7325e-05 -0.00100827 7.48442e-05 -2.25044e-05 -6.22713e-05 -0.00118809 -1.30838e-06
internal_weight=0 3673 378 320 268 188 126 3295 3081 214 135 3007 2953 151 2802
internal_count=3742 3673 378 320 268 188 126 3295 3081 214 135 3007 2953 151 2802
is_linear=0
shrinkage=0.0995203


Tree=2976
num_leaves=20
num_cat=0
split_feature=2 3 6 5 18 5 0 20 3 3 1 3 17 5 26 5 3 0 3
split_gain=0.0330578 0.0238332 0.0532052 0.0290866 0.0460998 0.0246929 0.063366 0.0475971 0.0510223 0.0545726 0.0345266 0.145866 0.154946 0.134781 0.0372 0.086641 0.0366675 0.019924 0.0254703
threshold=0.50951500000000005 0.083875000000000019 0.087075000000000027 -0.016815 -0.015440000000000001 -0.0073899999999999999 -0.14731999999999998 0.0057800000000000013 0.085355000000000028 0.086015000000000022 -0.083284999999999984 0.08895500000000002 -0.011809999999999999 -0.011964999999999998 -0.0083299999999999989 -0.055004999999999991 0.089005000000000015 -0.093765000000000001 -0.02172
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 17 -5 10 -7 8 -8 -10 11 12 -3 14 15 -12 -16 -1 -19
right_child=-2 5 -4 4 -6 6 7 -9 9 -11 13 -13 -14 -15 16 -17 -18 18 -20
leaf_value=0.00010150606775737503 0.0024018368189605696 0.0040756106061180528 -0.0037874276440173016 -0.0012935102279945253 0.0022884599956873885 -0.0038498633947989121 0.0020535368315811814 0.0021043905600299246 -0.0037955421371608121 -0.0003270912595578913 -5.3897779800035378e-06 -0.0042354985096793168 -0.0020610383728148812 0.0043163772452520207 -0.00028508992378302255 -0.0046879812064790733 0.00081946298027359902 -0.00042544006909610023 -0.0035023642915057913
leaf_weight=75 57 79 50 62 83 47 85 88 47 1054 236 82 84 85 436 47 932 53 55
leaf_count=75 57 79 50 62 83 47 85 88 47 1054 236 82 84 85 436 47 932 53 55
internal_value=0 -1.31952e-05 -0.000761934 -0.000298235 0.000751213 7.22696e-05 -0.000260675 -0.000127621 -0.000293924 -0.000475898 0.000294702 -0.000810061 0.000908144 0.000451088 0.000251591 -0.000785957 0.000466829 -0.00113424 -0.00199997
internal_weight=0 3680 378 328 145 3302 1321 1274 1186 1101 1981 245 163 1736 1651 283 1368 183 108
internal_count=3737 3680 378 328 145 3302 1321 1274 1186 1101 1981 245 163 1736 1651 283 1368 183 108
is_linear=0
shrinkage=0.0995203


Tree=2977
num_leaves=16
num_cat=0
split_feature=7 11 21 2 20 18 8 6 6 29 6 1 21 20 18
split_gain=0.0422526 0.0225321 0.027006 0.0236529 0.0543004 0.0847375 0.0843294 0.033028 0.0604209 0.0438449 0.0351602 0.0365455 0.0308709 0.0280116 0.0310382
threshold=-0.074779999999999999 0.092640000000000014 -0.13730999999999999 -0.0043799999999999993 -0.06470999999999999 0.089365000000000014 -0.0049949999999999994 -0.087825 -0.089745000000000005 -0.085279999999999995 -0.07664 -0.0046399999999999992 0.13922500000000004 -0.0065649999999999997 0.014860000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 6 -5 8 9 -4 11 -9 -12 -6 -15
right_child=1 -3 3 4 13 -7 -8 10 -10 -11 12 -13 -14 14 -16
leaf_value=0.0022836367651691216 0.0022746523016500915 -0.0021264525637465794 0.0032944300605310737 -0.00086484331739353399 0.0017752742754532621 0.00097917266181328858 -0.0060740023153426923 -0.00014720160735676329 0.0038085320235122099 0.00015311946585244826 -4.291331534374189e-05 -0.0031352814491593666 0.0024590521866242757 0.00015957836735947106 -0.0021513134440104683
leaf_weight=80 51 50 48 61 75 62 63 91 57 539 2105 74 50 257 74
leaf_count=80 51 50 48 61 75 62 63 91 57 539 2105 74 50 257 74
internal_value=0 -2.82917e-05 5.65959e-07 -3.18187e-05 -0.000606302 -0.00201456 -0.00351804 8.26466e-05 0.000713335 0.000411385 -9.2071e-05 -0.00149227 1.47571e-05 3.68473e-05 -0.000354583
internal_weight=0 3657 3607 3556 592 186 124 2964 644 587 2320 165 2155 406 331
internal_count=3737 3657 3607 3556 592 186 124 2964 644 587 2320 165 2155 406 331
is_linear=0
shrinkage=0.0995203


Tree=2978
num_leaves=14
num_cat=0
split_feature=7 11 21 0 21 20 5 20 9 20 18 5 5
split_gain=0.03426 0.0182713 0.0218973 0.0323553 0.0402584 0.0782847 0.0229538 0.0520789 0.115907 0.103028 0.0381083 0.0628758 0.0472469
threshold=-0.074779999999999999 0.092640000000000014 -0.13730999999999999 -0.16423499999999999 0.090375000000000025 -0.049534999999999996 -0.077634999999999996 -0.082784999999999984 0.08709500000000002 -0.080324999999999994 -0.074709999999999985 -0.02504 -0.072874999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 8 -5 -9 11 -8 -12
right_child=1 -3 3 6 -6 -7 10 9 -10 -11 12 -13 -14
leaf_value=0.0020563687311844965 0.0020482784355998714 -0.0019148275372682197 -0.0055157254824656663 -0.0054210182960737451 0.00074997576869218407 -0.00050232940420973982 0.0033594925013592865 0.004811807837309689 0.0008862062364519489 0.00043166800691082804 -0.0033822050619246938 0.00013459389710778136 -0.00034845964886258358
leaf_weight=80 51 50 47 46 67 91 64 57 77 809 53 943 1302
leaf_count=80 51 50 47 46 67 91 64 57 77 809 53 943 1302
internal_value=0 -2.54315e-05 5.32225e-07 -2.86063e-05 -0.00124245 -0.00221572 4.54075e-05 0.000448111 -0.00146594 0.000720914 -0.000122863 0.000340366 -0.000467727
internal_weight=0 3657 3607 3556 205 138 3351 989 123 866 2362 1007 1355
internal_count=3737 3657 3607 3556 205 138 3351 989 123 866 2362 1007 1355
is_linear=0
shrinkage=0.0995203


Tree=2979
num_leaves=11
num_cat=0
split_feature=4 6 20 29 18 4 4 9 18 20
split_gain=0.0500199 0.0196012 0.0203886 0.0240402 0.0198271 0.0593282 0.0861322 0.075703 0.0365361 0.0321186
threshold=0.15834500000000004 0.23663500000000004 -0.224635 -0.096654999999999991 0.088250000000000009 0.087495000000000031 0.10925500000000002 0.082690000000000027 0.086285000000000014 -0.094259999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 7 -7 -6 9 -5
right_child=-2 -3 3 4 5 6 -8 -9 -10 -11
leaf_value=0.0017630067845050821 0.0032786584437521477 -0.0020648985405567902 -0.0021743506984109708 -0.0013785147110873352 -0.0035479415574337912 0.005021916612098728 0.00022486463649306316 0.00034336355162404561 -0.0025552080808448575 1.9757510920592872e-05
leaf_weight=64 46 46 51 174 54 63 91 596 60 2492
leaf_count=64 46 46 51 174 54 63 91 596 60 2492
internal_value=0 -2.33718e-05 2.16773e-06 -2.90736e-05 1.68862e-06 0.000436216 0.00219261 1.88262e-05 -0.00012617 -7.11955e-05
internal_weight=0 3691 3645 3581 3530 804 154 650 2726 2666
internal_count=3737 3691 3645 3581 3530 804 154 650 2726 2666
is_linear=0
shrinkage=0.0995203


Tree=2980
num_leaves=8
num_cat=0
split_feature=7 10 11 28 27 7 9
split_gain=0.0230722 0.0290903 0.0356171 0.0165129 0.0189921 0.0155352 0.017417
threshold=-0.10984999999999999 0.093790000000000026 0.083750000000000033 0.10217500000000003 -0.032854999999999995 0.099030000000000021 0.11408000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.0017953688935331024 0.0017282747958714169 -0.0021045600139716673 0.0028266574359273417 -0.0018041696530850903 2.6666307539849732e-05 -0.0017361134189777343 0.0009608149417002082
leaf_weight=67 69 60 47 46 3172 47 211
leaf_count=67 69 60 47 46 3172 47 211
internal_value=0 6.8061e-05 0.00010458 6.82593e-05 9.31094e-05 5.99767e-05 8.51718e-05
internal_weight=0 3652 3592 3545 3499 3430 3383
internal_count=3719 3652 3592 3545 3499 3430 3383
is_linear=0
shrinkage=0.0995203


Tree=2981
num_leaves=12
num_cat=0
split_feature=7 10 3 1 0 2 0 0 26 0 3
split_gain=0.0187089 0.0235899 0.0290889 0.0159596 0.0503827 0.0363127 0.0321203 0.0496324 0.0312605 0.0260113 0.0230128
threshold=-0.10984999999999999 0.093790000000000026 -0.14674999999999996 -0.49056499999999997 0.047575000000000013 -0.010784999999999998 0.019150000000000004 -0.032274999999999991 0.056820000000000016 -0.076154999999999987 0.10556500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 10 7 9 -8 -5 -6
right_child=1 -3 3 6 5 -7 8 -9 -10 -11 -12
leaf_value=-0.0016166933430758572 0.002365710170582778 -0.001895113962835355 -0.0018452026165447014 0.0001508426422004506 -0.00085404980813238301 0.0037588621034530148 -0.0031703941185758444 0.0024795973705247533 0.00020948509803412539 -0.0005428123710738194 0.0021437879002965438
leaf_weight=67 55 60 50 2452 51 58 61 82 48 685 50
leaf_count=67 55 60 50 2452 51 58 61 82 48 685 50
internal_value=0 6.12875e-05 9.41948e-05 5.86414e-05 0.00090224 0.00177136 5.41703e-06 6.25557e-05 -0.0016745 -3.63949e-07 0.000621923
internal_weight=0 3652 3592 3537 209 159 3328 3219 109 3137 101
internal_count=3719 3652 3592 3537 209 159 3328 3219 109 3137 101
is_linear=0
shrinkage=0.0995203


Tree=2982
num_leaves=15
num_cat=0
split_feature=28 21 1 3 21 9 17 6 21 6 1 22 6 9
split_gain=0.0164786 0.0161818 0.0396607 0.0254472 0.0493139 0.0321264 0.0317314 0.0320201 0.0271326 0.0293193 0.0613254 0.0797806 0.0430615 0.0403674
threshold=0.10217500000000003 0.14236500000000005 0.063010000000000024 0.11741000000000003 0.12030000000000003 0.11156500000000001 -0.467555 -0.063485 0.12094000000000002 -0.14765999999999999 0.50996500000000011 0.083060000000000023 -0.13803499999999999 -0.095314999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 6 -5 -8 9 10 11 -1 -11 -14
right_child=-2 2 -4 4 -6 -7 7 -9 -10 12 -12 -13 13 -15
leaf_value=-0.0044649495208580374 -0.0018234299538789542 -0.00038077585346710425 0.0033938241161389432 -0.0030278080475570936 -0.0030439535471954156 0.001595533134699491 0.00051202661858875211 -0.0017463132576926981 0.0021312307251285727 0.0030950642300372321 0.001497628031482619 -0.00022822903250420537 0.0029781287356361341 6.5491506351907561e-05
leaf_weight=73 47 64 48 48 73 77 183 94 65 49 73 112 48 2665
leaf_count=73 47 64 48 48 73 77 183 94 65 49 73 112 48 2665
internal_value=0 5.16639e-05 0.0012296 1.43752e-05 -0.000663453 -0.000229136 -0.000663962 -0.000251386 0.000119006 7.54258e-05 -0.000938668 -0.00190444 0.000170449 0.000117325
internal_weight=0 3672 112 3560 475 402 325 277 3085 3020 258 185 2762 2713
internal_count=3719 3672 112 3560 475 402 325 277 3085 3020 258 185 2762 2713
is_linear=0
shrinkage=0.0995203


Tree=2983
num_leaves=27
num_cat=0
split_feature=5 6 8 8 0 26 26 0 2 6 2 6 6 17 18 26 6 8 21 5 8 0 5 17 5 6
split_gain=0.0132082 0.0160314 0.0504284 0.0935851 0.0783441 0.0680995 0.073131 0.0570112 0.0847599 0.0733558 0.0461999 0.0358775 0.0255875 0.138403 0.0224153 0.0540569 0.0924641 0.0697674 0.0782214 0.0586376 0.0251126 0.0588093 0.045241 0.0775194 0.0345409 0.0261595
threshold=0.62931500000000018 0.090845000000000023 -0.073999999999999996 -0.077074999999999991 -0.077544999999999989 0.095950000000000021 0.091485000000000025 -0.071799999999999989 -0.078670000000000004 0.098855000000000012 -0.072624999999999981 0.12638500000000005 0.089430000000000023 -0.040099999999999997 0.086065000000000016 0.089795000000000028 0.085955000000000018 -0.087444999999999995 0.091230000000000019 -0.091729999999999992 -0.098504999999999995 0.076335000000000014 -0.13803499999999999 -0.012754999999999999 -0.47090499999999996 -0.07664
decision_type=2 2 2 2 2 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 5 6 -3 8 -4 -10 -9 -12 14 -14 20 16 19 -17 -19 -16 22 25 24 -24 -1 -22
right_child=-2 2 7 -5 -6 -7 -8 10 9 -11 11 -13 13 -15 15 17 -18 18 -20 -21 21 -23 23 -25 -26 -27
leaf_value=0.00075149401255529341 0.001289935981777362 0.001637988053870902 -0.0050672224720198595 0.004855251861231885 -0.0022388033611077328 0.00457895184049223 -0.0020950055813192389 0.0029292726695154237 0.002537434533065307 -0.0029070538698855925 -0.0025868665986817506 0.0010301172382196795 0.0026373698011417624 -0.0040155077467372065 0.0022397959591477445 -0.0041954817647301091 0.0051864485032461615 0.0026552618712185967 -0.0023482820395150303 -0.00039804598959558335 -0.00066318985444233081 -0.00304118873190189 1.244051814304227e-05 0.0049282604325733151 -0.0021835444253663614 0.00010842581077178619
leaf_weight=97 80 186 55 57 80 51 72 60 49 49 47 64 50 81 132 48 49 65 59 226 746 76 78 54 67 1041
leaf_count=97 80 186 55 57 80 51 72 60 49 49 47 64 50 81 132 48 49 65 59 226 746 76 78 54 67 1041
internal_value=0 -2.5985e-06 0.000400376 0.00108744 0.000533237 0.00125357 0.000593049 -0.000542867 -0.00193993 -0.000176456 0.000702346 -0.000494024 -0.000111037 -0.00146999 -4.57182e-05 0.000503752 0.00112981 -0.000972906 0.000267942 0.00057228 -0.000193454 -0.000329039 0.000657137 0.00202966 -0.000442585 -0.000213234
internal_weight=0 3639 770 446 389 309 258 324 153 98 171 111 2869 131 2738 579 407 172 124 358 2159 1863 296 132 164 1787
internal_count=3719 3639 770 446 389 309 258 324 153 98 171 111 2869 131 2738 579 407 172 124 358 2159 1863 296 132 164 1787
is_linear=0
shrinkage=0.0995203


Tree=2984
num_leaves=12
num_cat=0
split_feature=30 9 23 4 18 6 30 18 10 5 9
split_gain=0.0178872 0.0276711 0.0262866 0.0314242 0.0501616 0.0559447 0.044495 0.0375685 0.0368971 0.0278547 0.0236809
threshold=-0.020805000000000001 -0.26414499999999996 -0.046924999999999994 0.10739000000000003 -0.044484999999999997 -0.054259999999999996 0.098380000000000009 0.086510000000000017 0.086165000000000019 0.55459000000000014 0.11408000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 -5 6 -6 -7 9 10 -4
right_child=1 2 3 4 5 7 -8 -9 -10 -11 -12
leaf_value=0.0019150847853040382 -0.0019912839599237819 -0.0018399715994498903 -0.00014521915844917303 0.0038243679883553029 0.001846821157733808 -0.0033929880851072203 -0.0013018667535757607 0.00045844671542512376 -0.0021468352991843597 0.0020217292180486086 0.0010673040545201276
leaf_weight=46 72 77 2820 49 211 53 56 47 84 64 169
leaf_count=46 72 77 2820 49 211 53 56 47 84 64 169
internal_value=0 -5.92248e-05 -2.06774e-05 1.85197e-05 0.00083146 0.000429631 0.00118336 -0.00157463 -8.90241e-05 -3.21374e-05 -7.63884e-05
internal_weight=0 3702 3630 3553 416 367 267 100 3137 3053 2989
internal_count=3748 3702 3630 3553 416 367 267 100 3137 3053 2989
is_linear=0
shrinkage=0.0995203


Tree=2985
num_leaves=22
num_cat=0
split_feature=26 26 1 8 2 8 8 26 8 8 7 3 3 4 26 6 26 9 2 27 8
split_gain=0.0195943 0.0699246 0.0599585 0.0725364 0.0440082 0.0353367 0.0670673 0.0535778 0.0273448 0.0647464 0.0395065 0.0307529 0.0294122 0.0319983 0.0284531 0.0851818 0.0415871 0.0461493 0.0276716 0.0264263 0.0139579
threshold=0.11377500000000003 0.11023000000000002 -0.077774999999999997 -0.051259999999999993 -0.077544999999999989 -0.065919999999999992 -0.052214999999999998 0.40795000000000009 -0.10337499999999999 -0.14546000000000001 -0.080929999999999988 0.10960500000000002 0.13345500000000002 0.13962500000000003 0.097125000000000031 0.089090000000000016 0.095150000000000026 0.094375000000000028 0.097745000000000012 0.07692000000000003 -0.074204999999999993
decision_type=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 -2 -4 -6 -7 -8 9 11 -10 19 -13 -14 16 -16 18 -18 -12 -1 -17
right_child=2 -3 4 -5 5 6 7 -9 10 -11 14 12 13 -15 15 20 17 -19 -20 -21 -22
leaf_value=-0.0024673940810584138 -0.0046898853360511595 0.003703624372898649 0.0029159714413213916 0.00028877156228800804 -0.0025107398361658333 0.0033899468575231359 -0.003198043439451704 0.00097581860440261643 -0.0029748114100686383 0.0032433266244091706 -0.00015714251028044562 0.0024266985833724924 -0.0019148869527524249 0.0017031903204187025 -0.0038303274967443793 0.0017156289813821288 -0.00025908671972768512 0.0039083318814697151 0.0010752720324474273 0.00049066744949830259 -0.00064504413093490788
leaf_weight=66 68 51 46 50 61 49 57 65 47 83 2405 75 51 46 75 53 49 56 195 54 46
leaf_count=66 68 51 46 50 61 49 57 65 47 83 2405 75 51 46 75 53 49 56 195 54 46
internal_value=0 4.66905e-05 -0.000693459 -0.00257335 0.000101535 -0.000452972 0.000276299 -0.000967555 -9.56073e-06 0.000790274 -0.000112348 9.01985e-05 0.000945872 -0.000190658 -6.5334e-05 -0.00129896 1.37165e-05 0.00195574 -6.43965e-05 -0.00112944 0.000610482
internal_weight=0 3352 396 118 278 232 171 122 3301 375 2926 292 172 97 2879 174 2705 105 2600 120 99
internal_count=3748 3352 396 118 278 232 171 122 3301 375 2926 292 172 97 2879 174 2705 105 2600 120 99
is_linear=0
shrinkage=0.0995203


Tree=2986
num_leaves=16
num_cat=0
split_feature=26 26 1 0 26 9 5 26 26 26 26 9 19 6 26
split_gain=0.0158692 0.0566992 0.0486006 0.110077 0.0320421 0.0651289 0.0535383 0.0243627 0.0257838 0.0396793 0.0383535 0.0692445 0.0304264 0.0265022 0.0210661
threshold=0.11377500000000003 0.11023000000000002 -0.077774999999999997 -0.071340000000000001 0.11861500000000001 0.11296000000000002 -0.10894 0.10439000000000002 0.10144500000000002 0.097125000000000031 0.095150000000000026 0.094835000000000017 -0.016414999999999996 0.091495000000000007 0.26711000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -4 6 -6 8 9 10 12 -12 -1 -11 -8
right_child=2 -3 4 -5 5 -7 14 -9 -10 13 11 -13 -14 -15 -16
leaf_value=-0.0021595444113358753 -0.0061196815848967466 0.0033350389009742802 0.0024035943674342191 0.00010184868739535263 0.0033952069018444611 -0.0026072723281084782 0.00092326749779401539 -0.0019470682401266691 0.0022059523149476909 -0.0037259929443105915 -0.00020799123437688968 0.0048265027868761622 3.4012342259585635e-05 -0.00039548483435196895 -0.0020818257324925274
leaf_weight=64 46 51 49 72 53 84 46 63 53 46 65 46 2914 50 46
leaf_count=64 46 51 49 72 53 84 46 63 53 46 65 46 2914 50 46
internal_value=0 4.20438e-05 -0.000624034 -0.00231656 9.14303e-05 -0.000399738 0.000873464 -8.58455e-06 2.88787e-05 -7.09193e-06 5.4575e-05 0.001871 -1.28544e-05 -0.00199988 -0.000570381
internal_weight=0 3352 396 118 278 229 145 3301 3238 3185 3089 111 2978 96 92
internal_count=3748 3352 396 118 278 229 145 3301 3238 3185 3089 111 2978 96 92
is_linear=0
shrinkage=0.0995203


Tree=2987
num_leaves=14
num_cat=0
split_feature=8 5 8 3 3 4 7 19 9 3 30 4 1
split_gain=0.0141698 0.0366106 0.034455 0.0506557 0.0879839 0.0934297 0.0321659 0.0223786 0.018998 0.020553 0.0162665 0.0336557 0.0337806
threshold=-0.49499500000000002 -0.073669999999999999 -0.10337499999999999 0.083815000000000014 0.09049500000000002 0.11860000000000002 -0.080929999999999988 -0.10411999999999999 0.08951000000000002 0.11360500000000003 0.10000000000000002 0.13584500000000002 0.41897000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 8 -4 -8 9 -6 11 12 -9
right_child=2 -3 6 4 5 -7 7 10 -10 -11 -12 -13 -14
leaf_value=0.00041785523160966083 -0.0017124821766273596 -0.003278031969188792 -0.0026774977692493396 0.0045304949298368459 -0.0003310581088919191 0.0033952553416987975 0.0018489340593066186 -0.00015569453509859386 0.00059416369094783268 -0.0032500669803108241 -0.00144115132515871 0.0025611955808554142 0.0017037937323479068
leaf_weight=62 59 46 47 71 50 74 60 2946 52 47 86 48 100
leaf_count=62 59 46 47 71 50 74 60 2946 52 47 86 48 100
internal_value=0 -0.00114874 7.81455e-06 0.00094235 0.00147791 0.000502335 -9.22987e-05 -5.45447e-05 -0.000928924 -0.00175386 -9.07169e-05 -5.29159e-05 -9.43789e-05
internal_weight=0 108 3640 353 294 223 3287 3240 149 97 3180 3094 3046
internal_count=3748 108 3640 353 294 223 3287 3240 149 97 3180 3094 3046
is_linear=0
shrinkage=0.0995203


Tree=2988
num_leaves=22
num_cat=0
split_feature=20 20 3 3 3 0 5 26 0 5 5 5 1 1 20 3 3 3 3 20 3
split_gain=0.0252404 0.0454542 0.0337725 0.0291864 0.077191 0.121657 0.0562326 0.0772639 0.0406355 0.0399992 0.0355087 0.0313764 0.0968256 0.0695735 0.0479139 0.0265746 0.107499 0.0898002 0.049371 0.0462092 0.0256472
threshold=-0.049534999999999996 -0.064180000000000001 0.13775000000000004 0.084550000000000028 0.083815000000000014 -0.086855000000000002 -0.011514999999999999 0.085465000000000027 -0.091770000000000004 -0.54165499999999989 -0.50544999999999984 -0.42170999999999997 0.51334500000000016 0.2705800000000001 -0.022974999999999999 0.086965000000000028 0.087925000000000017 0.085965000000000028 0.088685000000000028 -0.08323499999999999 0.082130000000000022
decision_type=2 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 -6 7 8 -2 -5 -11 12 -12 14 -13 17 -17 20 -18 -20 -1
right_child=3 -3 -4 9 5 -7 -8 -9 -10 10 11 13 -14 -15 -16 16 18 -19 19 -21 -22
leaf_value=0.00057836943245473177 -0.0019008059807462192 -0.0028185388378480034 0.0017663097967125199 0.0031172731365210478 0.00080344153434392036 -0.0052508070827228265 -0.0018794555576832968 0.0039775339101449187 0.0014111487102189835 -0.0018923518362444103 0.0044350428931830971 0.0033061066217745412 -0.0014541871451299341 -0.0035642538734561159 0.00014917529935905445 -0.0040217228843473143 0.0027899665600480497 0.0040269140735096718 0.00033616270032193758 -0.0012273407145199364 -0.0022209142875480223
leaf_weight=65 70 78 71 46 57 77 90 64 77 81 63 49 49 49 1736 87 47 54 336 421 64
leaf_count=65 70 78 71 46 57 77 90 64 77 81 63 49 49 49 1736 87 47 54 336 421 64
internal_value=0 -0.00049257 -0.000333405 5.86455e-05 -0.000682033 -0.00266938 0.000199982 0.00109083 -0.000160404 0.000214465 0.000148186 0.000233542 0.0018512 0.000134307 0.000236295 -0.000472975 -0.000697758 0.000616989 -0.000337057 -0.000532287 -0.000804077
internal_weight=0 1223 1145 2508 435 134 301 211 147 2073 2027 1946 112 1834 1785 1074 891 183 804 757 129
internal_count=3731 1223 1145 2508 435 134 301 211 147 2073 2027 1946 112 1834 1785 1074 891 183 804 757 129
is_linear=0
shrinkage=0.0995203


Tree=2989
num_leaves=22
num_cat=0
split_feature=2 2 2 17 6 2 5 9 9 0 2 7 8 5 8 2 8 3 17 26 0
split_gain=0.0242095 0.0582866 0.194793 0.057678 0.0607332 0.0483846 0.0844767 0.0459339 0.114706 0.0336796 0.0894628 0.0376789 0.0328347 0.0466549 0.0440388 0.0826243 0.0726254 0.0640695 0.0416001 0.0317709 0.0259602
threshold=-0.13088999999999998 -0.085944999999999994 -0.086554999999999993 -0.45380999999999999 0.089165000000000022 -0.084869999999999987 -0.011204999999999998 0.083795000000000022 0.084380000000000024 -0.01213 -0.24151999999999998 0.078295000000000017 1.0000000180025095e-35 -0.059289999999999995 -0.052214999999999998 -0.078994999999999996 -0.062834999999999988 0.10749000000000002 -0.26636999999999994 -0.081709999999999991 -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
left_child=9 2 3 -2 7 6 -3 -5 -9 11 -11 20 14 -14 16 -16 19 -17 -15 -7 -1
right_child=1 5 -4 4 -6 12 -8 8 -10 10 -12 -13 13 18 15 17 -18 -19 -20 -21 -22
leaf_value=0 0.0019365213768601868 -0.0013954769955162071 -0.0054922373145915374 -0.0035829109746454793 0.0014495091154760466 0.0018637444803451624 0.0040112183440174929 0.003321130421864178 -0.0018521588153548364 -0.000380186710894311 0.0043126745294202306 0.0015274997783973543 0.00053415086096158648 -0.00075077782097737039 0.0038203021299513243 -0.00043678395443954069 -0.0036335613927835934 0.001925608422693213 -0.0045572829397688792 -0.00020170143205041943 -0.0030842363234095563
leaf_weight=58 90 46 85 77 91 77 75 53 212 89 73 71 78 59 76 360 60 166 56 1729 50
leaf_count=58 90 46 85 77 91 77 75 53 212 89 73 71 78 59 76 360 60 166 56 1729 50
internal_value=0 -0.000190223 -0.00107295 -0.00035314 -0.000830942 2.40003e-06 0.00194902 -0.00144012 -0.000814411 0.000689159 0.00172945 -0.000247756 -8.58081e-05 -0.00133596 1.16232e-05 0.00075208 -0.000226821 0.000307206 -0.0026115 -0.000113186 -0.0014224
internal_weight=0 3390 608 523 433 2782 121 342 265 341 162 179 2661 193 2468 602 1866 526 115 1806 108
internal_count=3731 3390 608 523 433 2782 121 342 265 341 162 179 2661 193 2468 602 1866 526 115 1806 108
is_linear=0
shrinkage=0.0995203


Tree=2990
num_leaves=26
num_cat=0
split_feature=1 26 26 3 3 26 2 2 17 1 2 2 2 20 26 1 1 2 7 2 5 3 3 1 1
split_gain=0.0221974 0.0357481 0.164424 0.0658222 0.0454508 0.0446913 0.0319212 0.183801 0.322775 0.144252 0.0738709 0.0424232 0.0714787 0.0546096 0.0357902 0.0285241 0.147735 0.0573957 0.0236034 0.0348081 0.0230975 0.0207382 0.0540188 0.0245737 0.0195011
threshold=-0.089520000000000002 0.092955000000000024 0.088015000000000024 0.088745000000000032 0.09587500000000003 0.085570000000000021 -0.085599999999999996 -0.086554999999999993 -0.015464999999999998 -0.082635 -0.087944999999999995 -0.084114999999999981 -0.083534999999999984 -0.0094199999999999996 0.086420000000000011 -0.083284999999999984 -0.082039999999999988 -0.081445000000000004 0.020750000000000005 -0.14264999999999997 -0.071539999999999992 0.092835000000000015 0.085295000000000024 -0.37983499999999998 -0.078729999999999994
decision_type=2 2 2 2 2 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 20 7 9 -9 -2 18 13 -13 -8 -15 17 -17 -14 19 -11 -1 22 -22 -23 -18
right_child=6 4 3 -5 -6 -7 11 8 -10 10 -12 12 15 14 -16 16 24 -19 -20 -21 21 23 -24 -25 -26
leaf_value=-0.0015512024858509122 0.0052080377270388818 -0.0032882686718010284 0.0019205899408529918 0.0072185899743591134 0.00069596537922971262 -0.0022452889555516142 0.0042897456087060467 0.0011782419045049928 -0.0095638980684567467 -0.0022391471162255417 -0.0034139058193759027 -0.0034452660138093861 -0.004274146337243788 -0.001611617277450359 0.0021526517524529626 0.005142565971961212 -0.001077796270332906 0.0006845183289546675 0.0021100894570586339 0.00027598770270229506 0.00013283804222105009 0.00054178178345908197 0.0036407480143838345 -0.0020198481453852619 -3.1009924938814004e-05
leaf_weight=54 47 55 48 46 58 75 49 52 59 71 76 64 46 51 49 54 195 46 46 233 122 163 68 48 1856
leaf_count=54 47 55 48 46 58 75 49 52 59 71 76 64 46 51 49 54 195 46 46 233 122 163 68 48 1856
internal_value=0 0.000390158 0.000685955 0.00452194 -0.00123602 4.06514e-06 -0.000219316 -0.000879544 -0.00452417 -2.25199e-05 -0.000601522 -5.8988e-05 -0.000166504 0.00156701 0.000224688 -7.06186e-05 3.96048e-06 -0.00178592 6.82803e-06 -0.000308736 0.000376637 0.000638288 0.00139261 -3.70793e-05 -0.000130933
internal_weight=0 737 624 94 113 530 2994 584 111 473 426 2410 2261 149 100 2197 2105 92 350 304 455 401 190 211 2051
internal_count=3731 737 624 94 113 530 2994 584 111 473 426 2410 2261 149 100 2197 2105 92 350 304 455 401 190 211 2051
is_linear=0
shrinkage=0.0995203


Tree=2991
num_leaves=21
num_cat=0
split_feature=2 2 2 17 6 2 5 9 3 1 18 17 9 17 6 17 2 6 18 18
split_gain=0.0184926 0.0450176 0.136391 0.0447591 0.0480174 0.0440729 0.0610051 0.038371 0.132375 0.0307107 0.043732 0.0476501 0.0300679 0.0287249 0.0452878 0.0361915 0.0343214 0.0475924 0.0331508 0.0721695
threshold=-0.13088999999999998 -0.085944999999999994 -0.086554999999999993 -0.45380999999999999 0.089165000000000022 -0.084869999999999987 -0.011204999999999998 0.093425000000000022 0.090295000000000028 -0.50388999999999995 -0.090104999999999991 -0.035539999999999995 0.096225000000000019 -0.093784999999999993 -0.092579999999999996 -0.089699999999999988 -0.082404999999999992 -0.074569999999999984 -0.092414999999999983 -0.087864999999999985
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 -2 7 6 -3 8 -5 -1 -11 -12 -13 14 -7 -15 -16 -18 -17 -20
right_child=1 5 -4 4 -6 13 -8 -9 -10 10 11 12 -14 15 16 18 17 -19 19 -21
leaf_value=0.0029161830619960148 0.0016841412236591746 -0.00097151693127935069 -0.0046331865189323208 -0.00083960093587585112 0.0012736648236408609 -0.0034994273585620401 0.0036201849646673567 0.00068571129884474461 -0.0067144520801891636 -0.0019458760675856257 0.0027058157237331479 -0.0013712480853470205 0.0017503751118640998 0.002858235855816803 0.0016836183697598558 -0.002269194683546021 0.0014585484860655099 -0.0011969812015596376 0.0033925382781723442 -4.4026590040496253e-06
leaf_weight=49 90 46 85 221 91 52 75 75 46 70 88 87 47 46 67 60 81 377 64 1914
leaf_count=49 90 46 85 221 91 52 75 75 46 70 88 87 47 46 67 60 81 377 64 1914
internal_value=0 -0.000159279 -0.000935057 -0.000332457 -0.000753502 9.97173e-06 0.00186781 -0.00129529 -0.00185481 0.000609275 0.000219352 0.00090577 -0.000270241 -7.41998e-05 -0.000695786 9.7507e-05 -0.000416533 -0.000725548 3.47924e-05 0.000105095
internal_weight=0 3390 608 523 433 2782 121 342 267 341 292 222 134 2661 577 2084 525 458 2038 1978
internal_count=3731 3390 608 523 433 2782 121 342 267 341 292 222 134 2661 577 2084 525 458 2038 1978
is_linear=0
shrinkage=0.0995203


Tree=2992
num_leaves=19
num_cat=0
split_feature=12 0 0 26 17 0 0 0 26 26 20 3 21 3 18 21 26 2
split_gain=0.0269835 0.0162333 0.0649511 0.240135 0.19266 0.0578934 0.0570555 0.0711992 0.0525984 0.0660677 0.0286834 0.0302193 0.0681791 0.0473365 0.0247833 0.0463306 0.029186 0.024671
threshold=0.094205000000000025 -0.086304999999999993 -0.087614999999999985 0.086215000000000028 -0.0096999999999999986 -0.088174999999999989 -0.085684999999999997 -0.085245000000000001 -0.22491999999999998 -0.2382 -0.097019999999999995 0.089305000000000009 -0.055524999999999998 0.08777500000000002 0.14994000000000005 0.09339500000000002 -0.095449999999999993 -0.081915000000000002
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 10 -3 -8 9 -9 17 13 -13 -12 16 -16 -10 -1
right_child=-2 6 3 4 -6 -7 7 8 14 -11 11 12 -14 -15 15 -17 -18 -19
leaf_value=-0.00011548086343585845 -0.0021521776332396542 -0.0027071505218647734 0.0081801334053700422 -0.0052540075898685982 0.0034365081722657381 -0.0030092678589892534 0.0035446836878519601 5.6111988025654644e-05 0.0020416808638731273 -0.0050724518241360445 0.00017896156024807872 -0.0029131688588788355 -2.3095463842342368e-05 0.0029656300460608768 0.0034148222161965902 -0.00073887284095968092 -0.0002248716489444592 0.0026917805574564174
leaf_weight=51 60 86 46 46 56 60 52 51 58 48 379 94 582 72 55 51 1831 77
leaf_count=51 60 86 46 46 56 60 52 51 58 48 379 94 582 72 55 51 1831 77
internal_value=0 -2.42322e-05 0.000233166 0.00220977 -0.000474719 1.00811e-05 -0.000193315 -9.21924e-05 -0.000182897 -0.0024222 0.000155085 -4.53328e-06 -0.000426181 0.000625655 -7.13639e-05 0.00140862 -0.000154846 0.00156687
internal_weight=0 3695 1463 148 102 1315 2232 2146 2094 99 1255 1127 676 451 1995 106 1889 128
internal_count=3755 3695 1463 148 102 1315 2232 2146 2094 99 1255 1127 676 451 1995 106 1889 128
is_linear=0
shrinkage=0.0995203


Tree=2993
num_leaves=8
num_cat=0
split_feature=11 30 9 7 0 1 5
split_gain=0.025048 0.0166683 0.0204037 0.0383278 0.0171021 0.0157218 0.01311
threshold=0.092640000000000014 -0.020805000000000001 -0.26414499999999996 -0.075879999999999989 -0.23998999999999998 -0.54365999999999992 -0.54623499999999992
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=0.0018599488959150736 -0.002243298768198385 -0.0018511414092502478 0.002437383170793683 0.001681921811841105 0.0015375269360232656 -0.001731136863787449 -9.0325186639832075e-05
leaf_weight=46 51 61 62 55 58 49 3373
leaf_count=46 51 61 62 55 58 49 3373
internal_value=0 -2.22508e-05 -4.61436e-05 -1.53058e-05 -5.85549e-05 -8.62977e-05 -0.000114059
internal_weight=0 3704 3658 3597 3535 3480 3422
internal_count=3755 3704 3658 3597 3535 3480 3422
is_linear=0
shrinkage=0.0995203


Tree=2994
num_leaves=9
num_cat=0
split_feature=11 30 26 0 26 8 9 4
split_gain=0.0203107 0.0135157 0.0190178 0.0755335 0.0236215 0.0193939 0.0241527 0.0200708
threshold=0.092640000000000014 -0.020805000000000001 -0.22491999999999998 -0.083514999999999992 -0.14224499999999998 -0.49499500000000002 -0.22988499999999998 0.13924500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -7 -8
right_child=-2 2 4 -5 5 6 7 -9
leaf_value=0.0016748466924867888 -0.0020200452404820438 0.0012493012370298603 0.0019990947437271158 -0.0030484702555469488 -0.0016901713229386037 0.0022007863416891194 7.7476835083520026e-06 -0.0018441494267157272
leaf_weight=46 51 74 58 89 68 49 3261 59
leaf_count=46 51 74 58 89 68 49 3261 59
internal_value=0 -1.99924e-05 -4.15291e-05 -0.00109231 7.24314e-06 -2.61316e-05 7.2125e-06 -2.4916e-05
internal_weight=0 3704 3658 163 3495 3437 3369 3320
internal_count=3755 3704 3658 163 3495 3437 3369 3320
is_linear=0
shrinkage=0.0995203


Tree=2995
num_leaves=9
num_cat=0
split_feature=24 25 10 10 10 10 4 8
split_gain=0.020068 0.0122022 0.0148362 0.0327217 0.0291316 0.0162876 0.0328776 0.0167628
threshold=-0.071224999999999997 0.082255000000000023 0.091080000000000022 0.087275000000000019 0.084475000000000022 0.055760000000000011 0.08024000000000002 -0.409445
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 -2
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.0020646039616139919 -0.0010728125790387087 0.0011991885740352734 -0.0015953325626896549 0.0024139521435699841 -0.0025426747125017919 -0.00065689945195553546 0.0029636077151591667 -9.6183823871675675e-06
leaf_weight=48 154 80 60 54 46 47 52 3214
leaf_count=48 154 80 60 54 46 47 52 3214
internal_value=0 -1.62143e-05 -4.32479e-05 -1.6911e-05 -5.451e-05 -2.1261e-05 0.00123651 -5.84754e-05
internal_weight=0 3707 3627 3567 3513 3467 99 3368
internal_count=3755 3707 3627 3567 3513 3467 99 3368
is_linear=0
shrinkage=0.0995203


Tree=2996
num_leaves=12
num_cat=0
split_feature=4 20 35 4 0 27 4 2 2 1 2
split_gain=0.0497588 0.0356228 0.0352964 0.0273308 0.0399931 0.0199554 0.0344562 0.0263881 0.0460944 0.0225853 0.0164578
threshold=0.15730000000000002 -0.40431 -0.076159999999999992 0.13752500000000004 -0.066264999999999991 0.087140000000000009 0.12988000000000002 -0.0088099999999999984 -0.032624999999999994 0.27552000000000004 -0.015714999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 5 -5 6 9 8 -7 -4 -3
right_child=-2 2 3 4 -6 7 -8 -9 -10 -11 -12
leaf_value=-0.0025021123427507804 -0.0031332904865408809 -0.0031341738088507985 2.1665635831824129e-05 -3.7313535693759505e-06 0.0038882744118874002 0.00050292275853110278 -0.0025287217118788231 -0.00055691260730405027 0.0041973423742891177 0.0013238093568664774 -0.00055019043111107738
leaf_weight=53 49 46 3037 58 47 99 51 71 51 138 54
leaf_count=53 49 46 3037 58 47 99 51 71 51 138 54
internal_value=0 5.89024e-05 9.62936e-05 0.000148419 0.00173061 9.99858e-05 3.70488e-05 0.00101499 0.00176448 7.85206e-05 -0.00174701
internal_weight=0 3705 3652 3552 105 3447 3226 221 150 3175 100
internal_count=3754 3705 3652 3552 105 3447 3226 221 150 3175 100
is_linear=0
shrinkage=0.0995203


Tree=2997
num_leaves=10
num_cat=0
split_feature=24 6 1 2 0 9 0 3 3
split_gain=0.0704039 0.0364432 0.0178491 0.0532204 0.0526983 0.0293147 0.0256664 0.026128 0.028519
threshold=-0.071649999999999991 0.23663500000000004 0.41897000000000012 -0.043929999999999997 -0.093765000000000001 -0.16268999999999997 0.16362500000000005 0.15361500000000003 0.14166500000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 7 8 -7
right_child=1 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.0038539411761264741 -0.0020653749141123739 -0.0025520031366836927 -0.0015791436262035843 0.0036716525652281938 0.00012497985813183 5.3215398708996304e-05 0.0023227927613653295 -0.0018796902395317745 0.002403374383544341
leaf_weight=46 64 52 60 82 85 3195 50 68 52
leaf_count=46 64 52 60 82 85 3195 50 68 52
internal_value=0 6.34793e-05 0.000100904 0.000955728 0.00187136 4.40757e-05 8.44393e-05 5.04313e-05 9.11048e-05
internal_weight=0 3708 3656 227 167 3429 3365 3315 3247
internal_count=3754 3708 3656 227 167 3429 3365 3315 3247
is_linear=0
shrinkage=0.0995203


Tree=2998
num_leaves=10
num_cat=0
split_feature=24 6 35 38 8 4 4 0 8
split_gain=0.0570882 0.029552 0.022182 0.0227226 0.019105 0.0273304 0.0525525 0.0200971 0.0126145
threshold=-0.071649999999999991 0.23663500000000004 -0.084154999999999994 -0.072014999999999996 -0.48834 0.13584500000000002 0.12719000000000005 -0.10806499999999999 -0.082184999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 6 -6 -5 -7
right_child=1 -3 3 4 5 8 -8 -9 -10
leaf_value=-0.0034703961466351282 -0.0019293784391812637 -0.0022980272148799634 0.0019948633623700649 0.00012798982959730639 0.00013210461980021787 0.0028258326926865925 -0.0029155558680861119 -0.002548990346742888 0.00057523636485802652
leaf_weight=46 53 52 63 55 3272 52 57 55 49
leaf_count=46 53 52 63 55 3272 52 57 55 49
internal_value=0 5.71619e-05 9.08841e-05 0.000120829 8.72466e-05 0.000128865 7.96758e-05 -0.00120306 0.00174207
internal_weight=0 3708 3656 3603 3540 3430 3329 110 101
internal_count=3754 3708 3656 3603 3540 3430 3329 110 101
is_linear=0
shrinkage=0.0995203


Tree=2999
num_leaves=14
num_cat=0
split_feature=29 20 35 1 20 4 8 1 0 17 1 4 29
split_gain=0.0424961 0.0287424 0.0280371 0.0268195 0.0718364 0.0458544 0.0368222 0.0266843 0.0303179 0.0236087 0.0214871 0.0188574 0.0288746
threshold=0.12737000000000004 -0.40431 -0.076159999999999992 0.41291000000000005 -0.012970000000000001 0.13364000000000004 -0.094869999999999996 0.26753500000000008 -0.13752999999999999 -0.078119999999999995 0.51136500000000018 0.13584500000000002 -0.085179999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 7 -5 10 -7 11 -9 -3 -6 12 -4
right_child=-2 2 3 4 5 6 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.0022489261714057993 -0.0028693488859559617 0 0.0025228183512531347 0.0046681979725727756 0.00015708130178264295 0.0037811814079373816 5.3408397593280355e-05 0.00019766302051522238 -0.0030939869067206777 -0.003056567285030527 -0.0025348787581510948 0.0020046364384216 3.6767463266622996e-05
leaf_weight=53 50 49 47 46 68 51 55 54 56 51 51 51 3072
leaf_count=53 50 49 47 46 68 51 55 54 56 51 51 51 3072
internal_value=0 5.14521e-05 8.507e-05 0.000131563 0.00108323 0.000346663 0.00185468 5.26849e-05 -0.00147064 -0.00155771 -0.000989737 0.000105803 7.44921e-05
internal_weight=0 3704 3651 3551 271 225 106 3280 110 100 119 3170 3119
internal_count=3754 3704 3651 3551 271 225 106 3280 110 100 119 3170 3119
is_linear=0
shrinkage=0.0995203


Tree=3000
num_leaves=9
num_cat=0
split_feature=27 19 26 8 4 17 17 3
split_gain=0.0677145 0.0221616 0.0170325 0.0176651 0.017019 0.022502 0.0684725 0.0235829
threshold=0.11470500000000003 0.14071500000000006 -0.396395 0.15415000000000004 0.15221500000000004 0.11639500000000001 0.14342500000000005 0.083955000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=0.0017614483117671044 0.0033075977444824655 0.0022378257828816347 0.00090906384332091993 -0.001791102812878735 0.0019411498986792381 -0.0039649888356991592 -0.00020682041334361983 2.3409488485707385e-05
leaf_weight=56 65 46 337 53 46 53 518 2578
leaf_count=56 65 46 337 53 46 53 518 2578
internal_value=0 6.67727e-05 3.9119e-05 1.19867e-05 3.92751e-05 1.39438e-05 -0.000557086 0.00012608
internal_weight=0 3687 3641 3585 3532 3486 571 2915
internal_count=3752 3687 3641 3585 3532 3486 571 2915
is_linear=0
shrinkage=0.0995203


Tree=3001
num_leaves=12
num_cat=0
split_feature=22 4 4 0 4 4 0 8 18 8 2
split_gain=0.0441173 0.0318066 0.0181344 0.0551989 0.0513632 0.0567619 0.0430316 0.0325639 0.0396432 0.0460544 0.0208124
threshold=0.12975500000000004 0.14903500000000006 0.094025000000000011 -0.23099 0.088720000000000021 0.086380000000000026 -0.19126499999999999 -0.49499500000000002 0.10361000000000002 -0.396895 -0.0056449999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -5 9 -9 -8
right_child=-2 -3 3 7 -6 -7 10 8 -10 -11 -12
leaf_value=0.0028612743362088663 0.0026420767272856255 0.0021508175107653391 -0.0033395283002365618 -0.0022600776543331316 0.0028384482093282092 -0.0032527725731453083 0.00014114799180167429 0.0031619022282268201 -0.002613262547437547 2.0408673058653484e-05 -0.0010533778532179261
leaf_weight=56 67 71 59 66 68 50 2562 51 50 499 153
leaf_count=56 67 71 59 66 68 50 2562 51 50 499 153
internal_value=0 6.46812e-05 2.34707e-05 -0.000421269 0.000135362 6.99144e-05 0.000130164 -0.000161515 6.79631e-05 0.000313199 7.35306e-05
internal_weight=0 3685 3614 725 2889 2821 2771 666 600 550 2715
internal_count=3752 3685 3614 725 2889 2821 2771 666 600 550 2715
is_linear=0
shrinkage=0.0995203


Tree=3002
num_leaves=25
num_cat=0
split_feature=27 5 1 8 8 9 1 1 5 6 5 1 1 26 26 26 20 19 17 6 6 23 20 6
split_gain=0.0541097 0.019008 0.0433255 0.0841599 0.155178 0.129942 0.0635082 0.0464727 0.079802 0.104953 0.040732 0.0391795 0.0810253 0.0515229 0.0269085 0.113074 0.0610257 0.0746467 0.0470604 0.0481878 0.0595118 0.0267135 0.0296622 0.0198471
threshold=0.11470500000000003 -0.0087549999999999989 -0.082489999999999994 -0.090440000000000006 -0.08569499999999998 0.083835000000000021 -0.088174999999999989 -0.078729999999999994 -0.088174999999999989 0.089165000000000022 -0.0078499999999999976 -0.06921999999999999 -0.075284999999999991 0.091025000000000023 0.090385000000000021 0.091400000000000023 -0.077154999999999987 0.0069650000000000016 0.10178500000000003 -0.097850000000000006 -0.088444999999999982 -0.022119999999999997 -0.085594999999999991 0.087075000000000027
decision_type=2 2 2 2 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 -5 -6 -7 8 -4 -10 -3 12 13 -9 18 -16 -17 -18 19 -12 -21 -13 -23 -1
right_child=-2 10 7 4 5 6 -8 11 9 -11 14 21 -14 -15 15 16 17 -19 -20 20 -22 22 -24 -25
leaf_value=0.00017105000009275511 0.0029465315580857153 -0.0028825161133350773 0.0011155423243203509 0.0068664606870141353 0.0051827745790733928 0.0017104417386037305 -0.0027049270969396236 -0.0025372103020255741 -0.0064911151064650074 -0.00069528848830793626 0.0028899129338510665 0.0017185994139930635 0.0044896296655073126 0.0015408500826930422 -0.0049007795659505842 0.0026801356860948495 -0.00010077464167714882 -0.0044193614605528798 0.0030266663932784271 -0.003312293635401998 4.0131992373867027e-05 0.00091473798752832495 -0.00028362284271528284 -0.0027068965940673893
leaf_weight=48 65 55 82 56 50 57 74 46 49 85 54 89 63 92 57 63 290 46 54 56 820 251 1104 46
leaf_count=48 65 55 82 56 50 57 74 46 49 85 54 89 63 92 57 63 290 46 54 56 820 251 1104 46
internal_value=0 4.95001e-05 0.000236296 0.00128551 0.00228612 0.000864472 -0.000777487 4.92415e-05 -0.00132264 -0.00282077 -0.000223836 0.000229877 0.00153181 0.000175564 -0.000121721 -0.000754013 -0.000159566 -0.000694447 0.000170461 3.73663e-06 -0.000173244 4.80852e-05 -6.10345e-05 -0.0012286
internal_weight=0 3687 2192 331 237 181 131 1861 216 134 1495 1645 201 138 1440 456 399 336 984 930 876 1444 1355 94
internal_count=3752 3687 2192 331 237 181 131 1861 216 134 1495 1645 201 138 1440 456 399 336 984 930 876 1444 1355 94
is_linear=0
shrinkage=0.0995203


Tree=3003
num_leaves=15
num_cat=0
split_feature=27 19 5 5 17 0 5 5 17 5 20 0 6 3
split_gain=0.0438734 0.0176604 0.0166401 0.0377705 0.10796 0.160004 0.03809 0.0565488 0.0395988 0.0326297 0.0268742 0.0278083 0.0621392 0.020719
threshold=0.11470500000000003 0.14071500000000006 -0.0087549999999999989 -0.012464999999999999 -0.047785000000000001 -0.086474999999999996 -0.013944999999999999 -0.01554 -0.098644999999999997 -0.0078499999999999976 0.0057800000000000013 -0.14401 -0.088444999999999982 0.097255000000000022
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 -1 -4 11 -11 -13 -12
right_child=-2 -3 9 4 5 -7 -8 -9 -10 10 13 12 -14 -15
leaf_value=0.002135471534402451 0.0026532922883967672 0.001982563880424231 -0.0026407851115212333 -0.001792267530895386 8.6430266737855813e-05 0.007546076578111272 -0.0024413831137542362 0.0031287343013058542 -5.0435827279706877e-05 0.0018049667736349786 -0.00012527128941119167 -0.0029514853836713427 -0.00017793060474398557 0.0027206388266865331
leaf_weight=86 65 46 54 61 65 51 58 61 1793 61 46 86 1164 55
leaf_count=86 65 46 54 61 65 51 58 61 1793 61 46 86 1164 55
internal_value=0 4.45959e-05 1.9887e-05 0.000194764 0.00158836 0.00337316 7.08975e-05 0.000146429 4.91754e-05 -0.000239007 -0.000146575 -0.000267609 -0.000369406 0.00141638
internal_weight=0 3687 3641 2175 177 116 1998 1940 1879 1466 1412 1311 1250 101
internal_count=3752 3687 3641 2175 177 116 1998 1940 1879 1466 1412 1311 1250 101
is_linear=0
shrinkage=0.0995203


Tree=3004
num_leaves=22
num_cat=0
split_feature=27 0 2 18 0 0 2 2 0 0 9 6 9 26 5 9 3 0 9 8 9
split_gain=0.050344 0.0331654 0.0455758 0.0554217 0.0338571 0.0442832 0.0437905 0.056014 0.0464669 0.191326 0.0662568 0.0448301 0.0474151 0.101506 0.0584249 0.0301096 0.057624 0.0616137 0.0464688 0.119033 0.0616112
threshold=0.11410500000000003 0.11291000000000002 -0.13535499999999998 -0.046804999999999992 -0.087614999999999985 -0.088174999999999989 -0.068279999999999993 -0.071629999999999985 -0.06340999999999998 -0.052884999999999995 0.09667000000000002 0.12638500000000005 0.11296000000000002 0.11861500000000001 -0.40421499999999994 0.084485000000000018 0.080495000000000025 -0.10096999999999999 0.088135000000000033 -0.088144999999999987 0.088995000000000019
decision_type=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 15 7 8 10 -10 -6 12 14 -14 -8 16 -1 -18 19 -17 -20
right_child=-2 2 -4 -5 6 -7 11 -9 9 -11 -12 -13 13 -15 -16 18 17 -19 20 -21 -22
leaf_value=-0.0029626152602696661 -0.0025906239217487917 -0.0022486794029524877 -0.003154292974986045 0.0023910413669859681 0.00057465403410319181 -0.0028952226563644188 0.0024491980384677607 0.0033782753022748658 0.0075738206491368209 4.3687249560792987e-05 -0.0017196265173272341 0.0021050961951586738 0.00046188527799696479 -0.0059974824941000666 -0.00080231585770547279 -0.0047703585520592062 9.9353273458542522e-05 0.0025491005643632132 0.003258909029288794 6.5682800068325893e-05 -0.00046696667725131604
leaf_weight=48 70 50 72 52 1279 59 67 72 46 123 138 63 49 47 298 82 484 129 51 130 318
leaf_count=48 70 50 72 52 1279 59 67 72 46 123 138 63 49 47 298 82 484 129 51 130 318
internal_value=0 0.000103489 -0.00123683 0.000108643 0.000170683 -0.00023075 0.000410409 0.000661228 0.000537366 0.00209815 0.000350639 -0.000381651 -0.000723264 -0.00269199 -0.00020322 -0.000103518 0.000355091 0.000616215 -0.000626684 -0.001801 4.57736e-05
internal_weight=0 3657 174 102 3483 1301 2182 1658 1586 169 1417 524 461 96 365 1242 661 613 581 212 369
internal_count=3727 3657 174 102 3483 1301 2182 1658 1586 169 1417 524 461 96 365 1242 661 613 581 212 369
is_linear=0
shrinkage=0.0995203


Tree=3005
num_leaves=18
num_cat=0
split_feature=27 0 1 9 0 20 3 0 20 0 18 0 0 2 2 9 18
split_gain=0.0416479 0.0270521 0.0443726 0.0389161 0.0281192 0.0447976 0.0588201 0.0439767 0.0413826 0.0401597 0.054327 0.111254 0.0904009 0.0611546 0.0795245 0.0371882 0.0310926
threshold=0.11266000000000002 0.11291000000000002 -0.50954999999999984 0.095415000000000014 -0.087614999999999985 -0.097019999999999995 0.10850000000000003 -0.088174999999999989 -0.086734999999999993 -0.087184999999999999 -0.067359999999999989 -0.086589999999999986 -0.085794999999999996 -0.067815 -0.074304999999999996 0.084485000000000018 -0.117225
decision_type=2 2 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 -7 -6 13 -12 -13 14 -11 -10 -15
right_child=-2 2 3 -5 9 7 -8 -9 15 10 11 12 -14 16 -16 -17 -18
leaf_value=0.0031502100801735727 -0.0022128145576988702 0.0013107779526561672 -0.004117874077949041 -0.00052938214647934689 0.003083927302123726 -0.0025419235038295104 -0.0011350303989804155 -0.003104766843611508 0.00046197429255217924 0.00097469492146035281 -0.0046471350324617357 0.0032685364879961737 -0.00013018929959905028 -0.002008069620258957 0.0044220337217628055 -0.00073356938235664775 0.00077589339700272989
leaf_weight=83 79 52 55 67 53 74 51 57 543 584 51 83 1169 91 75 490 70
leaf_count=83 79 52 55 67 53 74 51 57 543 584 51 83 1169 91 75 490 70
internal_value=0 9.66215e-05 -0.00111374 -0.00215386 0.00015748 -0.000208713 0.00151315 -0.000407637 -0.000268021 0.000376293 0.000308312 -9.04887e-05 9.44718e-05 0.000943014 0.00136827 -0.000104335 -0.000792566
internal_weight=0 3648 174 122 3474 1298 134 1164 1107 2176 2123 1303 1252 820 659 1033 161
internal_count=3727 3648 174 122 3474 1298 134 1164 1107 2176 2123 1303 1252 820 659 1033 161
is_linear=0
shrinkage=0.0995203


Tree=3006
num_leaves=13
num_cat=0
split_feature=21 17 10 8 17 8 5 26 5 4 4 8
split_gain=0.0394618 0.0457793 0.0234697 0.0342648 0.0725464 0.0293868 0.0293822 0.0244103 0.0329145 0.0278436 0.0354631 0.0320508
threshold=0.14016000000000003 -0.038314999999999995 0.09056500000000002 0.095985000000000015 -0.52615499999999993 0.079450000000000021 -0.067559999999999995 -0.112275 0.0076350000000000012 0.13312000000000004 0.13744000000000003 -0.51030999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 7 -6 8 -1 11 -11 -9
right_child=1 -3 -4 4 6 -7 -8 9 -10 10 -12 -13
leaf_value=0.00019869374115700667 0 -0.0038086416085607502 0.0018344174407784234 -0.0045664133788183387 -0.0015193279251161226 0.0024474046119096413 0.0011769978900188121 0.0026196804220297229 0.0035149973364676031 -0.0035205538832858299 -0.00027888864581468778 7.7724961296999525e-05
leaf_weight=79 71 56 76 48 79 54 81 50 48 47 118 2920
leaf_count=79 71 56 76 48 79 54 81 50 48 47 118 2920
internal_value=0 -0.00168109 0.000103699 6.61417e-05 -0.00117249 0.000144083 -0.000149197 0.000105702 0.00145855 5.06371e-05 -0.00120723 0.000120794
internal_weight=0 127 3600 3524 208 3316 160 3262 127 3135 165 2970
internal_count=3727 127 3600 3524 208 3316 160 3262 127 3135 165 2970
is_linear=0
shrinkage=0.0995203


Tree=3007
num_leaves=15
num_cat=0
split_feature=21 3 3 21 10 10 5 1 1 4 4 3 9 5
split_gain=0.0332438 0.0773547 0.133305 0.0363392 0.0238832 0.0349354 0.0223666 0.0778378 0.0717595 0.0289564 0.0579939 0.0443514 0.0158567 0.0428202
threshold=0.12208500000000003 0.10871500000000002 0.12274500000000002 0.11816500000000002 0.09056500000000002 0.086165000000000019 -0.094469999999999985 -0.078729999999999994 -0.0046399999999999992 0.11061500000000002 0.10172500000000002 0.12212000000000002 0.10341500000000002 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 -1 -9 10 -8 -11 13 -4
right_child=1 2 12 -5 -6 -7 9 8 -10 11 -12 -13 -14 -15
leaf_value=-0.0035942470159292359 0.0020774883964893597 -0.0067113637568575329 -0.0020230612487879187 0.0027559552081626811 0.0018855160361135762 -0.0022087263072869904 0.00019696891284912144 0.0037313074306344471 -0.00033119672410277879 -0.0036553665151579152 0.0025790376559682439 0.00049693580051068476 -0.0020204935129201763 0.0021630606259154901
leaf_weight=68 59 46 46 51 71 67 2292 46 673 47 106 55 49 51
leaf_count=68 59 46 46 51 71 67 2292 46 673 47 106 55 49 51
internal_value=0 -0.00106733 -0.00203797 0.000118514 7.90023e-05 4.05165e-05 8.66127e-05 -0.000375685 -7.01481e-05 0.000232471 0.000302606 -0.00140836 -0.000559924 0.00016945
internal_weight=0 251 192 3476 3425 3354 3287 787 719 2500 2398 102 146 97
internal_count=3727 251 192 3476 3425 3354 3287 787 719 2500 2398 102 146 97
is_linear=0
shrinkage=0.0995203


Tree=3008
num_leaves=15
num_cat=0
split_feature=38 9 9 9 5 0 21 20 3 8 1 1 1 1
split_gain=0.0208397 0.0170313 0.0411887 0.0383836 0.0305599 0.0378436 0.0339409 0.0541448 0.040593 0.0227563 0.072496 0.0293705 0.0997786 0.0641263
threshold=-0.084154999999999994 0.097680000000000031 0.09697500000000002 0.098720000000000016 0.51390500000000017 -0.1021 0.098250000000000018 -0.069854999999999987 0.090695000000000012 -0.51030999999999993 -0.51253999999999988 -0.083684999999999996 -0.085739999999999997 -0.082344999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -3 5 -5 8 -8 -7 -2 -11 12 -12 -13
right_child=1 3 -4 4 -6 6 7 -9 -10 10 11 13 -14 -15
leaf_value=0.0020046041498145983 0.0015384213810391485 0.0029762015000789157 -0.003082050958587098 -0.0020137910445055239 -0.0021735598349031634 0.0025584593543770354 -0.00057300485522839505 0.0035073290164590377 -0.00049496710638356788 -0.0031907530906694201 -6.5578987897379462e-05 -0.00353192211450701 0.0031981751091026034 -0.0002306106435815584
leaf_weight=46 75 51 49 58 52 53 51 86 231 79 655 60 108 2088
leaf_count=46 75 51 49 58 52 53 51 86 231 79 655 60 108 2088
internal_value=0 -0.000125951 -0.000218474 0.000367684 0.000115607 0.000365827 0.000695605 0.0019824 7.19803e-05 -0.000172427 -0.000215615 -0.000134593 0.000395321 -0.000323207
internal_weight=0 3696 3114 582 531 479 421 137 284 3065 2990 2911 763 2148
internal_count=3742 3696 3114 582 531 479 421 137 284 3065 2990 2911 763 2148
is_linear=0
shrinkage=0.0995203


Tree=3009
num_leaves=26
num_cat=0
split_feature=26 26 9 17 20 17 1 0 0 17 17 26 5 5 18 0 18 5 1 19 17 26 5 8 17
split_gain=0.0240903 0.0986109 0.150379 0.0483561 0.0862187 0.0550312 0.077247 0.0460605 0.117001 0.0780182 0.0525214 0.0381692 0.0458298 0.0805119 0.0684628 0.0311196 0.04563 0.0495425 0.0340971 0.0302559 0.0471112 0.0470476 0.0520851 0.038411 0.0279432
threshold=0.088015000000000024 0.088685000000000028 0.08735500000000003 0.0065250000000000013 -0.081189999999999998 0.061900000000000018 -0.077084999999999987 -0.068899999999999989 -0.072529999999999997 -0.010239999999999999 -0.049834999999999997 0.089795000000000028 -0.043449999999999996 0.0053250000000000016 0.11362500000000002 0.048265000000000009 -0.12363 0.24444000000000005 -0.47779999999999995 0.11368500000000002 -0.53447999999999996 0.087745000000000031 -0.0089549999999999994 -0.083294999999999994 -0.47196999999999995
decision_type=2 2 2 2 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 -3 6 -5 8 9 -6 24 -7 14 -14 -13 18 -17 -18 -1 20 -20 22 -22 -21 -9
right_child=1 3 -4 5 7 11 -8 10 -10 -11 -12 12 13 -15 -16 16 17 -19 19 23 21 -23 -24 -25 -26
leaf_value=-0.0029547464494690725 0.0069729040190203524 0.0027534802465908306 -0.00044660100160026677 -0.00051143030889621319 7.5036522113352327e-05 0.0027751977615268907 0.0044196437862371726 0.00088217558603521202 -0.0055013632665699289 -0.0026265549343614586 0.002388593858641807 0.002515035991076942 -0.0041806726649141071 0.00037905714175683736 -0.0014729138328202702 0.0035546903013828897 0.001676502139047009 -0.0018134971231351968 -0.0032383087071882178 0.0032217472833316967 -0.00064365272231537709 -0.0034311374355676227 0.00050689690630920331 -0.00036219510701610268 -0.0019306347859457424
leaf_weight=51 52 75 56 51 337 48 81 60 58 154 84 104 64 95 72 48 87 75 58 52 1206 48 575 68 83
leaf_count=51 52 75 56 51 337 48 81 60 58 154 84 104 64 95 72 48 87 75 58 52 1206 48 575 68 83
internal_value=0 0.000223229 0.00311817 -5.05533e-06 -0.000466279 0.000755494 0.00250825 -0.000778522 -0.00127192 -0.000770639 0.000411144 0.000149271 -0.000224538 -0.00145116 0.000878951 -0.000293402 0.000859375 5.57084e-05 -0.000411431 -0.000346394 -0.000444152 -0.000355098 -0.000271735 0.00118403 -0.00074471
internal_weight=0 1474 108 1366 851 515 132 776 549 491 227 383 335 159 176 2268 210 162 2058 2007 1887 1829 1781 120 143
internal_count=3742 1474 108 1366 851 515 132 776 549 491 227 383 335 159 176 2268 210 162 2058 2007 1887 1829 1781 120 143
is_linear=0
shrinkage=0.0995203


Tree=3010
num_leaves=36
num_cat=0
split_feature=26 26 9 17 20 4 17 8 17 26 26 9 0 6 17 6 6 26 9 6 9 17 5 6 6 26 9 26 8 0 0 20 6 6 4
split_gain=0.0195429 0.0799103 0.121983 0.0391966 0.0699139 0.0615151 0.064935 0.231572 0.0599177 0.0488605 0.196421 0.0640284 0.115732 0.0631935 0.0503668 0.0253794 0.060633 0.137683 0.0507119 0.0482493 0.094337 0.100244 0.0405648 0.0361112 0.0295204 0.0273656 0.0623733 0.0764734 0.0608512 0.0268763 0.0749185 0.0375035 0.0306695 0.051112 0.0503701
threshold=0.088015000000000024 0.088685000000000028 0.08735500000000003 0.0065250000000000013 -0.081189999999999998 0.11541000000000003 -0.010239999999999999 -0.082014999999999991 -0.036600000000000001 0.091915000000000024 0.090385000000000021 0.097365000000000021 -0.068899999999999989 0.11690000000000002 0.12439000000000001 0.087575000000000028 0.089090000000000016 0.08598500000000002 0.089105000000000018 0.041585000000000011 0.082335000000000019 -0.014289999999999999 -0.090164999999999995 0.085845000000000019 0.10384500000000003 0.083970000000000031 0.088135000000000033 0.086580000000000032 -0.08569499999999998 -0.092939999999999995 -0.086414999999999992 0.10634000000000003 -0.074054999999999996 -0.091704999999999995 0.10649000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -3 6 8 -8 -6 10 -5 13 -13 14 -11 19 -17 18 24 25 -21 23 -23 -22 -18 29 27 28 -27 32 -31 -32 33 -1 -34
right_child=1 3 -4 9 5 -7 7 -9 -10 11 -12 12 -14 -15 -16 16 17 -19 -20 20 21 22 -24 -25 -26 26 -28 -29 -30 30 31 -33 34 -35 -36
leaf_value=-0.00045905809096075898 0.0062789593939932067 0.0024794533212169397 -0.00040215521882229212 -0.0008548727025502245 -0.00091253953516200377 0.0026011646070893549 -0.0065426204663283413 0.0012764402341686654 0.0018102985568291036 -0.0016423101704839433 0.0068833136388221925 0.004915384425239781 -0.0010160303221294948 -0.0041569048965869352 0.0014772261042311889 0.0031618142171601846 0.003917585979964497 -0.0042188479283403676 -0.00099223392635346521 -0.0055563008625545453 0.0035907539424118152 -0.00057242472736857659 -0.0044953665156216883 -0.00020661895903754691 0.00092338551762408897 -0.0020713824401130724 0.0024132579044243833 -0.004665638680596414 0.0011262171815974065 0.0033596766242561544 -0.00015081938718723936 0.0027666878052430024 -0.00073900429303843664 -0.0034440801112748309 0.00306234273119858
leaf_weight=381 52 75 56 79 478 52 78 72 96 102 55 64 66 46 103 69 59 63 74 50 46 46 62 53 75 139 46 61 102 76 608 47 87 67 57
leaf_count=381 52 75 56 79 478 52 78 72 96 102 55 64 66 46 103 69 59 63 74 50 46 46 62 53 75 139 46 61 102 76 608 47 87 67 57
internal_value=0 0.000201068 0.0028071 -4.37327e-06 -0.000419683 -0.000700938 -0.000939237 -0.00278401 -0.000455726 0.000680307 0.00231514 0.000103177 0.00189775 -0.000823024 -7.09401e-05 -0.000264239 0.000527482 -0.000140231 0.00109118 -0.000404282 -0.00167421 -0.000732556 -0.00283206 0.00154955 0.00224784 -0.000208477 -0.000993746 -0.0015154 -0.000714645 -1.30201e-06 0.00040174 5.72788e-05 -0.00050036 -0.000907306 0.000760011
internal_weight=0 1474 108 1366 851 776 724 150 574 515 134 381 130 251 205 2268 340 271 208 1928 257 207 108 99 134 1671 348 302 241 1323 731 655 592 448 144
internal_count=3742 1474 108 1366 851 776 724 150 574 515 134 381 130 251 205 2268 340 271 208 1928 257 207 108 99 134 1671 348 302 241 1323 731 655 592 448 144
is_linear=0
shrinkage=0.0995203


Tree=3011
num_leaves=28
num_cat=0
split_feature=17 17 4 4 4 10 18 5 5 17 9 18 26 26 17 26 18 17 26 17 8 5 8 26 20 26 20
split_gain=0.0175874 0.127038 0.0353557 0.0618299 0.0473172 0.0502108 0.0453618 0.104104 0.100677 0.189043 0.0686792 0.0325871 0.0231127 0.068711 0.074584 0.0458271 0.0868031 0.0489496 0.100994 0.0495977 0.0576447 0.0373749 0.0693281 0.034543 0.0278236 0.02003 0.0116451
threshold=-0.013125 -0.010655 0.10739000000000003 0.11181500000000001 0.10343500000000001 0.077800000000000022 0.086800000000000016 -0.080724999999999991 -0.072874999999999981 -0.017704999999999995 0.090150000000000022 0.10085500000000001 0.087525000000000019 0.086685000000000026 -0.008069999999999999 0.088775000000000021 -0.008179999999999998 0.0065250000000000013 0.092385000000000023 0.061900000000000018 -0.070134999999999989 -0.014374999999999999 -0.085385000000000003 0.089880000000000029 -0.06470999999999999 0.10439000000000002 -0.0033999999999999998
decision_type=2 2 2 2 2 2 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 6 8 26 -1 -10 -9 -5 13 14 -3 16 -14 18 -17 20 -19 24 -23 -21 -16 -20 -8
right_child=1 12 3 11 -6 -7 7 10 9 -11 -12 -13 15 -15 21 17 -18 19 25 23 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0035789400131528912 0.0046800986675660568 -0.0039761111262721239 0.0040904738804583658 -0.0014554105404109019 -0.0029214798765902833 0.0019800780379278693 -0.0031864272039005856 -0.0028800966862433369 -0.00014610979149678834 -0.0065980064390882666 0.0011556497018261772 0.0018819567718201321 0.0050479047172054189 -0.0033562874825627995 -0.00097412447557592818 -0.0043222926746973129 -0.00023230333052968129 0.004547064211768574 0.001652714168211767 0.002523617858008607 0.00035679433088280121 0.0047017835348075005 3.2964052690544336e-06 -0.00033242937735096452 0.00025431100564945233 -0.00069682590691944599 -0.005493786089859537
leaf_weight=66 59 47 48 73 73 88 46 64 1055 47 120 48 56 69 281 69 68 60 62 48 72 47 93 332 520 85 46
leaf_count=66 59 47 48 73 73 88 46 64 1055 47 120 48 56 69 281 69 68 60 62 48 72 47 93 332 520 85 46
internal_value=0 0.000131836 -0.000300106 0.00106764 -0.000444635 -0.000326079 -0.000467187 -0.00161506 -0.000195242 -0.000422025 -0.000243639 -0.000124731 -8.30506e-06 -0.000319621 -0.000106717 0.000376956 0.00214571 7.45607e-05 -0.00118056 0.000605662 0.00226767 8.56769e-05 0.00158649 2.61805e-05 -0.000175616 0.000288568 -0.00434901
internal_weight=0 1968 1774 169 1605 1532 1444 276 1168 1102 184 121 1909 1057 988 852 124 728 216 512 132 941 140 380 801 147 92
internal_count=3742 1968 1774 169 1605 1532 1444 276 1168 1102 184 121 1909 1057 988 852 124 728 216 512 132 941 140 380 801 147 92
is_linear=0
shrinkage=0.0995203


Tree=3012
num_leaves=21
num_cat=0
split_feature=2 17 1 26 1 17 17 18 0 19 28 18 4 18 18 26 17 26 2 2
split_gain=0.0463244 0.0244974 0.0485828 0.0813409 0.164123 0.068271 0.043874 0.0419812 0.0291445 0.0459433 0.026513 0.0202489 0.0626692 0.0624577 0.0599987 0.0528303 0.0303388 0.103992 0.0340154 0.0133165
threshold=0.50951500000000005 0.11639500000000001 -0.050379999999999994 0.090385000000000021 -0.087944999999999995 0.51041000000000014 0.22924500000000006 -0.037059999999999989 -0.11524 0.097115000000000021 0.079615000000000019 0.09679500000000002 0.11219500000000003 0.093865000000000018 0.10256000000000003 0.090095000000000022 0.047990000000000012 0.083970000000000031 0.31852000000000008 -0.075209999999999985
decision_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 -3 19 -4 -8 -9 -10 11 13 14 16 -13 -16 18 -18 -1 -5
right_child=-2 2 6 5 -6 -7 7 8 9 -11 -12 12 -14 -15 15 -17 17 -19 -20 -21
leaf_value=0.00012662566318551516 0.0028771765665521233 0.00021222551175190441 -0.0018851496132847383 0.0026702889448484593 -0.0076810216596761519 -0.0030100096135441405 0.0032010348242601581 -0.0020926911518850699 0.0031954263820044696 -0.00027482793377922414 -0.0017152622571202131 -0.003963485139495123 0.0023922230514183099 0.0035849678438924816 -0.0022745195450668229 0.0005391507693163583 0.0041082159761810823 -0.00089027937949760923 -0.0025228739506446864 0.00026691714972214428
leaf_weight=2295 55 51 84 46 53 53 54 47 52 137 79 58 62 54 102 187 78 87 49 47
leaf_count=2295 55 51 84 46 53 53 54 47 52 137 79 58 62 54 102 187 78 87 49 47
internal_value=0 -3.25542e-05 -0.000600876 -0.00167514 -0.00380242 -0.000154211 0.000115028 0.000697213 0.000120835 0.00067562 8.34125e-05 0.000131499 -0.000518156 0.00023549 -0.00104052 -0.000451077 0.000163074 0.00146768 7.08901e-05 0.00146448
internal_weight=0 3675 624 250 104 146 374 290 236 189 3051 2972 409 2563 347 289 2509 165 2344 93
internal_count=3730 3675 624 250 104 146 374 290 236 189 3051 2972 409 2563 347 289 2509 165 2344 93
is_linear=0
shrinkage=0.0995203


Tree=3013
num_leaves=21
num_cat=0
split_feature=9 17 17 1 1 6 5 6 5 0 0 4 4 4 5 21 17 1 1 6
split_gain=0.0320849 0.021167 0.0343275 0.0400679 0.0592867 0.0398144 0.0478764 0.0302482 0.0312213 0.0234069 0.0424644 0.0429361 0.0336307 0.0819605 0.0343201 0.0479721 0.0269979 0.0343018 0.0216028 0.0117602
threshold=-0.22988499999999998 0.11639500000000001 0.13629500000000003 -0.050379999999999994 -0.068094999999999989 0.11056500000000001 -0.035924999999999999 0.09840500000000002 -0.45822499999999994 -0.068604999999999985 -0.066264999999999991 0.13864000000000004 0.13528000000000004 0.12435500000000002 0.41488500000000011 0.10645500000000004 -0.56368999999999991 -0.50388999999999995 -0.008005 -0.25061999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 9 -3 4 5 6 -4 8 -5 12 -11 16 13 14 15 -2 -12 -18 -10 -1
right_child=1 2 3 7 -6 -7 -8 -9 18 10 11 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.00067303734921706924 0.00027925137295736773 -0.0031560936155804907 0.00052522576220034628 -0.0022646706493855968 -0.0041779619020152602 0.0019843562879243923 -0.0032565113763870835 0.0025500709999694907 -0.0011844613937468599 -0.0030267609612280402 0.0016691556572158272 0.002703293056400258 -0.0022716802534436913 0.0044452291326482051 0.0025078262332010105 -0.0013856678199509252 0.00094307660122502565 -0.00099412801733498148 0.0010066973653485548 0.0029157205930244786
leaf_weight=47 1932 47 66 52 56 48 66 52 60 57 56 47 52 46 62 188 112 465 171 48
leaf_count=47 1932 47 66 52 56 48 66 52 60 57 56 47 52 46 62 188 112 465 171 48
internal_value=0 -3.78429e-05 -0.000568608 -0.000354194 -0.00134815 -0.000463214 -0.00135944 0.000343581 -5.89591e-05 7.06074e-05 -0.000416561 -0.000196561 0.000228442 0.00028716 0.000199126 0.000131221 -0.000413167 -0.000616683 0.000434021 0.0018148
internal_weight=0 3635 618 571 236 180 132 335 283 3017 737 680 2280 2228 2182 2120 633 577 231 95
internal_count=3730 3635 618 571 236 180 132 335 283 3017 737 680 2280 2228 2182 2120 633 577 231 95
is_linear=0
shrinkage=0.0995203


Tree=3014
num_leaves=18
num_cat=0
split_feature=2 17 1 26 1 9 1 21 6 0 17 28 20 20 8 9 2
split_gain=0.0325138 0.015988 0.0325234 0.0624936 0.127063 0.104024 0.0327809 0.027984 0.0233969 0.0223071 0.0406279 0.0211083 0.02027 0.0477568 0.0278733 0.0242002 0.0161171
threshold=0.50951500000000005 0.11639500000000001 -0.050379999999999994 0.090385000000000021 -0.087944999999999995 0.091690000000000021 -0.022844999999999997 0.10452500000000002 0.11596500000000003 -0.085605000000000001 0.31480000000000002 0.079615000000000019 0.10634000000000003 0.09327000000000002 -0.51030999999999993 0.12188500000000002 -0.029394999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -3 -5 -4 9 -7 10 -8 12 13 14 -1 -16 -14
right_child=-2 2 6 5 -6 8 7 -9 -10 -11 -12 -13 16 -15 15 -17 -18
leaf_value=-0.0022394271444534236 0.0024102336245343486 0.00030079155934430418 0.0025284850893246553 0.0038177431602815642 -0.006643049439359572 -0.0034794083072067993 -0.0028849434405976257 0.0014120639060652594 -0.00039552423678641032 0.00055940405498572062 0.00021725338484399255 -0.001538706670052871 0.00024025399528925008 -0.0028228495923457702 9.5736968176182989e-05 0.0016515182498848763 0.0025079532928289367
leaf_weight=49 55 51 48 47 53 47 89 76 52 83 78 79 65 56 2638 103 61
leaf_count=49 55 51 48 47 53 47 89 76 52 83 78 79 65 56 2638 103 61
internal_value=0 -2.74665e-05 -0.00048662 -0.00136563 -0.00323003 -3.19556e-05 9.87642e-05 -0.000256475 -0.00186786 -0.000766986 -0.00143111 6.61726e-05 0.000109108 5.41216e-05 0.000112161 0.000154498 0.00134461
internal_weight=0 3675 624 250 104 146 374 326 99 250 167 3051 2972 2846 2790 2741 126
internal_count=3730 3675 624 250 104 146 374 326 99 250 167 3051 2972 2846 2790 2741 126
is_linear=0
shrinkage=0.0995203


Tree=3015
num_leaves=12
num_cat=0
split_feature=2 11 4 4 1 5 8 5 1 1 1
split_gain=0.0263623 0.0173036 0.0358899 0.0301696 0.0238074 0.0497784 0.0771413 0.058773 0.0438798 0.0420848 0.0193009
threshold=0.50951500000000005 0.086705000000000018 0.13954000000000003 0.13584500000000002 -0.0098449999999999996 -0.082179999999999989 -0.092844999999999997 -0.01554 -0.0084199999999999987 -0.0064949999999999999 0.44303500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 -6 -10 -4
right_child=-2 -3 10 -5 8 7 -8 -9 9 -11 -12
leaf_value=-0.0012478760256259167 0.0021703665980440032 0.0018722065857579131 -0.00054015394206035456 0.002533373526007261 0.0027997724662498845 -0.0013792504944762809 0.0021904672328557136 -9.7083669838105263e-05 -0.0021353901444020186 0.00030922181516777685 -0.0034318743211770482
leaf_weight=99 55 47 47 46 66 476 185 1389 74 1200 46
leaf_count=99 55 47 47 46 66 476 185 1389 74 1200 46
internal_value=0 -2.46443e-05 -4.94433e-05 1.09569e-06 -3.2056e-05 -0.00023755 0.000989007 -0.000424767 0.00029689 0.000166584 -0.00197927
internal_weight=0 3675 3628 3535 3489 2149 284 1865 1340 1274 93
internal_count=3730 3675 3628 3535 3489 2149 284 1865 1340 1274 93
is_linear=0
shrinkage=0.0995203


Tree=3016
num_leaves=17
num_cat=0
split_feature=17 8 5 3 5 20 20 17 8 30 6 3 12 19 26 17
split_gain=0.0398124 0.0769047 0.170251 0.0953317 0.0677587 0.0373289 0.0856399 0.0323254 0.0834961 0.0278848 0.0288654 0.058867 0.0383542 0.0334458 0.0280687 0.0124908
threshold=0.40057000000000009 -0.079585000000000003 -0.042209999999999991 0.096385000000000012 -0.037239999999999995 -0.16295499999999999 -0.24350999999999998 0.24923500000000007 -0.083804999999999991 0.10801000000000002 -0.25061999999999995 0.14166500000000004 -0.0088449999999999987 -0.10411999999999999 -0.074359999999999996 0.55642000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 15 -3 -5 6 -1 9 -9 10 11 14 -12 -14 -7 -2
right_child=1 3 -4 4 -6 7 -8 8 -10 -11 12 -13 13 -15 -16 -17
leaf_value=0.00054208222538177167 -0.0014138484198118052 0.0042238412276891114 -0.0076617278145919149 0.0018924823428723052 -0.0028656223862624135 0.001642028275421715 -0.0048914481292588168 0.0047359575985613757 -0.00034875621826596767 0.0019576862022673723 0.0027746405720040371 -0.00395604530551709 0.0026228530331975091 2.5324732820666864e-05 -0.0011397473477630557 0.0007084754213604786
leaf_weight=71 65 47 47 48 77 57 48 53 80 77 53 53 50 2769 97 47
leaf_count=71 65 47 47 48 77 57 48 53 80 77 53 53 50 2769 97 47
internal_value=0 -0.00105492 -0.00263335 0.000399459 -0.00103196 8.8285e-05 -0.00164272 0.000151164 0.00167133 8.68415e-05 3.97893e-05 -0.00109483 0.000121852 7.1687e-05 -0.000104813 -0.000515921
internal_weight=0 331 159 172 125 3408 119 3289 133 3156 3079 207 2872 2819 154 112
internal_count=3739 331 159 172 125 3408 119 3289 133 3156 3079 207 2872 2819 154 112
is_linear=0
shrinkage=0.0995203


Tree=3017
num_leaves=19
num_cat=0
split_feature=29 20 20 8 4 8 4 29 6 8 2 9 5 9 8 8 6 21
split_gain=0.0264389 0.0278296 0.0527126 0.0220487 0.0527492 0.047522 0.0403261 0.0500554 0.0335795 0.111567 0.0496194 0.115146 0.0861504 0.0269516 0.128044 0.062954 0.0622483 0.0405799
threshold=0.11485000000000002 -0.16295499999999999 -0.24350999999999998 -0.057284999999999996 0.13424500000000003 -0.050299999999999997 0.11509500000000002 -0.011859999999999999 0.098855000000000012 -0.072559999999999999 -0.075209999999999985 0.094375000000000028 0.060575000000000011 0.095585000000000017 -0.07106999999999998 -0.077074999999999991 0.088845000000000021 0.098250000000000018
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 8 5 -5 7 -7 13 10 12 -12 -10 14 15 -3 17 -15
right_child=-2 3 -4 4 -6 6 -8 -9 9 -11 11 -13 -14 16 -16 -17 -18 -19
leaf_value=0.0001122409403095046 0.0019475203091704394 -0.0001308681173279129 -0.003972527362985521 0.0030981087237042762 0.0035252871747330546 0.0028354774833767109 -0.0023106111979671606 3.5870039002537867e-05 0.003663390123127296 -0.0056227778095809203 -0.0052234380044007709 0.0012509049395074384 -0.0020141386443146493 -0.0012138983760676412 -0.0039635913762047269 0.0024513258096025476 0.0040350018454310323 0.0016011170934444158
leaf_weight=80 67 1686 51 54 50 68 66 916 62 47 51 58 46 105 84 99 51 98
leaf_count=80 67 1686 51 54 50 68 66 916 62 47 51 58 46 105 84 99 51 98
internal_value=0 -4.73134e-05 -0.00147176 5.15324e-06 0.000362538 0.000218556 6.96849e-05 0.000230171 -0.000167282 -0.00122589 -0.00026979 -0.00177087 0.0012376 -3.52567e-05 -0.000166348 1.18874e-05 0.000926124 0.000141042
internal_weight=0 3672 131 3541 1154 1104 1050 984 2387 264 217 109 108 2123 1869 1785 254 203
internal_count=3739 3672 131 3541 1154 1104 1050 984 2387 264 217 109 108 2123 1869 1785 254 203
is_linear=0
shrinkage=0.0995203


Tree=3018
num_leaves=16
num_cat=0
split_feature=17 18 5 9 5 18 35 9 17 5 8 9 6 9 0
split_gain=0.028589 0.0779451 0.0442208 0.078179 0.049438 0.0365617 0.0288464 0.0429158 0.0214583 0.07793 0.0719062 0.0250269 0.0485823 0.0426379 0.0160043
threshold=0.40057000000000009 -0.070914999999999992 -0.035924999999999999 0.09518500000000002 -0.080724999999999991 0.26473000000000008 0.004000000000000001 -0.22988499999999998 0.10932500000000002 -0.01554 -0.085289999999999991 0.11222500000000002 0.096575000000000022 0.10591500000000002 -0.090939999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 14 6 7 -1 11 10 -10 13 -13 -9 -3
right_child=1 2 3 -5 -6 -7 -8 8 9 -11 -12 12 -14 -15 -16
leaf_value=0.0024896406588028907 -0.0045147197137262824 0.00043870397956939644 -0.0049432876100209237 0.00078591841568297234 0.002729927900410547 -0.0025173892807032277 -0.0023305131745051466 2.8944966945994825e-06 0.0017877420268149642 0.0042087257638200488 -0.0015743794261184987 0.0022989452284959194 -0.00077441439855074109 -0.0022487501005936925 -0.0018921414815876918
leaf_weight=76 50 64 46 48 70 53 47 2626 128 57 124 126 85 86 53
leaf_count=76 50 64 46 48 70 53 47 2626 128 57 124 126 85 86 53
internal_value=0 -0.000893342 -0.000246055 -0.00200903 0.000635768 7.5409e-05 0.000116612 0.000151629 9.63972e-05 0.000885131 0.000130116 1.27375e-05 0.00105698 -6.82054e-05 -0.000610153
internal_weight=0 331 281 94 187 3408 3355 3308 3232 309 252 2923 211 2712 117
internal_count=3739 331 281 94 187 3408 3355 3308 3232 309 252 2923 211 2712 117
is_linear=0
shrinkage=0.0995203


Tree=3019
num_leaves=18
num_cat=0
split_feature=23 5 5 3 5 3 5 5 3 3 24 26 26 0 6 26 3
split_gain=0.0230514 0.0227344 0.0318588 0.0483994 0.0397247 0.0647551 0.0730202 0.0303489 0.0474617 0.0295329 0.0254595 0.0298799 0.0521373 0.0882771 0.0406249 0.0397598 0.0346937
threshold=-0.068919999999999995 0.5124350000000002 0.19791500000000004 0.087170000000000011 0.25032500000000008 0.094410000000000008 0.41370500000000004 0.62404000000000015 0.10920500000000002 0.12732500000000005 0.10012000000000003 0.086985000000000021 0.085790000000000019 -0.086474999999999996 0.089090000000000016 0.087525000000000019 0.084620000000000015
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 -5 -6 -7 9 -9 -3 11 12 14 -14 -2 -13 -17
right_child=1 7 3 4 5 6 -8 8 -10 -11 -12 15 13 -15 -16 16 -18
leaf_value=0.0021349664718000212 -2.9766255431310339e-05 0.0037645805168195026 0.0017637842015327584 -0.0036934228756105008 -0.0030844674188409004 0.0015598642703344926 -0.0028927436726860311 -0.0025529836285964522 0.0017520881267210828 0.00034648084379823249 -0.0023165393244801223 -0.0023325002680604466 -0.00039748845440153987 0.0041892077702322377 0.001706724899149445 0.0016728716979819641 -0.00030118355628424253
leaf_weight=49 1348 55 55 62 88 122 52 47 55 47 46 89 79 87 148 95 1215
leaf_count=49 1348 55 55 62 88 122 52 47 55 47 46 89 79 87 148 95 1215
internal_value=0 -3.77951e-05 -9.77661e-05 -0.0009592 -0.00142396 -0.000883788 0.000224495 0.00098299 -0.000223596 0.0021976 7.05038e-06 4.22362e-05 0.000327745 0.00200145 0.000141478 -0.00029636 -0.000157402
internal_weight=0 3690 3486 379 324 262 174 204 102 102 3107 3061 1662 166 1496 1399 1310
internal_count=3739 3690 3486 379 324 262 174 204 102 102 3107 3061 1662 166 1496 1399 1310
is_linear=0
shrinkage=0.0995203


Tree=3020
num_leaves=17
num_cat=0
split_feature=26 3 10 10 9 9 26 21 21 1 8 12 29 27 30 21
split_gain=0.0273005 0.0211114 0.0204444 0.040579 0.038548 0.0220118 0.0185012 0.0198397 0.0606587 0.0404207 0.038907 0.029686 0.0270586 0.0488712 0.0195266 0.00936425
threshold=0.15583500000000003 0.099145000000000025 0.081365000000000021 0.090005000000000016 0.095055000000000014 0.10407500000000001 0.12753500000000004 -0.032929999999999994 -0.075024999999999994 -0.01538 -0.088304999999999995 0.081895000000000023 -0.083709999999999993 0.086355000000000029 0.084845000000000018 -0.085914999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -5 7 8 9 15 -11 12 13 -9 -14 -1
right_child=1 -3 3 5 -6 -7 -8 11 -10 10 -12 -13 14 -15 -16 -17
leaf_value=-0.00085622103563896053 -0.00017868935764534311 0.0023572688495868705 0.00065997968109775577 -0.0021170298253813894 0.0044550996294277639 0.00092307379267104073 -0.0020313976472924535 -0.0036781226249948426 -0.0037204659147077848 -0.0016757595332543202 0.0014327435441233321 0.0024703063856139733 -1.3160209537315975e-06 0.00042222428202086956 0.0011472352705454308 -0.0028540379158538474
leaf_weight=48 51 87 64 46 46 48 47 54 57 54 151 49 2681 61 155 48
leaf_count=48 51 87 64 46 46 48 47 54 57 54 151 49 2681 61 155 48
internal_value=0 0.00141414 -1.19726e-05 0.000955472 0.00225447 -0.000555928 -7.01744e-05 -4.24805e-05 -0.000742858 -0.000176272 0.000609925 4.08251e-05 2.07234e-07 -0.00149604 6.11688e-05 -0.00186366
internal_weight=0 138 3609 204 110 94 3405 3358 358 301 205 3000 2951 115 2836 96
internal_count=3747 138 3609 204 110 94 3405 3358 358 301 205 3000 2951 115 2836 96
is_linear=0
shrinkage=0.0995203


Tree=3021
num_leaves=17
num_cat=0
split_feature=26 9 10 10 9 26 0 8 1 17 26 10 18 18 26 9
split_gain=0.0221172 0.0184071 0.0166148 0.0455514 0.0178568 0.0171828 0.058522 0.105306 0.124994 0.0818164 0.0482452 0.0269108 0.02444 0.0958968 0.0259404 0.0220958
threshold=0.15583500000000003 0.11582000000000002 0.085705000000000017 0.090005000000000016 0.10407500000000001 0.10439000000000002 -0.071799999999999989 -0.050299999999999997 -0.072579999999999992 0.00079000000000000023 0.10144500000000002 0.078430000000000014 0.088250000000000009 0.090285000000000018 0.090545000000000028 0.095585000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 10 9 8 -8 -7 11 12 14 -14 -1 -11
right_child=1 -3 3 4 -6 6 7 -9 -10 15 -12 -13 13 -15 -16 -17
leaf_value=-0.00027265248053294006 0.00040918678939176801 0.0028247224813793032 0.0027831630346992807 -0.0019063426881380666 0.00083120935607791777 -0.0046871776314861809 0.0061347755848357513 -0.0024402656477973093 -0.00056658259428864395 -0.0017708942606162817 0.0032157954189027706 -0.0020038915016662522 0.0047254297119412886 0.0001889597436153998 0.00057900612273171538 0.0011581908233046631
leaf_weight=2001 89 49 75 46 48 69 50 72 61 49 46 67 51 491 430 53
leaf_count=2001 89 49 75 46 48 69 50 72 61 49 46 67 51 491 430 53
internal_value=0 0.00127281 -1.0781e-05 0.000952329 -0.000499735 -5.83346e-05 -0.0007151 0.000518257 0.00244467 -0.0020398 1.67388e-05 -3.13987e-05 1.27784e-05 0.000617334 -0.000121673 -0.000240893
internal_weight=0 138 3609 169 94 3440 354 183 111 171 3086 3040 2973 542 2431 102
internal_count=3747 138 3609 169 94 3440 354 183 111 171 3086 3040 2973 542 2431 102
is_linear=0
shrinkage=0.0995203


Tree=3022
num_leaves=10
num_cat=0
split_feature=2 3 28 10 10 10 8 8 8
split_gain=0.0163454 0.0265476 0.0156595 0.0182602 0.0329957 0.0244756 0.0209024 0.019834 0.0180793
threshold=-0.23128999999999997 0.10708000000000002 0.080375000000000016 0.093790000000000026 0.082245000000000026 1.0000000180025095e-35 0.15415000000000004 0.079450000000000021 0.24853500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -2 -8
right_child=2 -3 -4 -5 -6 -7 8 -9 -10
leaf_value=0.0029238900859202633 -1.1998803441679546e-06 -0.00014651686678380829 0.001429100989308782 -0.0019615680101783598 0.002287161490388464 -0.0018022232579258926 -0.0027594943861722 0.0016048013143376972 -0.00013951686640133719
leaf_weight=50 3191 62 74 48 61 77 50 78 56
leaf_count=50 3191 62 74 48 61 77 50 78 56
internal_value=0 0.00121689 -3.55345e-06 -3.35549e-05 -6.97836e-06 -4.77551e-05 -7.48464e-06 3.68697e-05 -0.00138308
internal_weight=0 112 3635 3561 3513 3452 3375 3269 106
internal_count=3747 112 3635 3561 3513 3452 3375 3269 106
is_linear=0
shrinkage=0.0995203


Tree=3023
num_leaves=10
num_cat=0
split_feature=26 9 4 8 9 4 4 4 1
split_gain=0.0165692 0.0209963 0.0146166 0.0446072 0.0280856 0.0231469 0.038826 0.0578541 0.0273053
threshold=0.15583500000000003 0.11351500000000002 0.14154500000000006 -0.44475499999999996 -0.22988499999999998 0.13699000000000003 0.13364000000000004 0.12719000000000005 0.44303500000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 6 7 8 -6
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=0.0024160430697301285 0.0021308902958360738 -0.0003513823060931071 -0.0034811278481178829 0.00046332105827339619 -1.2127106657574199e-05 -0.002225458089822619 0.0028626102970115428 -0.0033777044151664061 0.0018377591369713997
leaf_weight=48 81 57 47 71 3219 46 47 50 81
leaf_count=48 81 57 47 71 3219 46 47 50 81
internal_value=0 0.00109967 -1.13109e-05 -0.00110084 2.52819e-05 -7.81072e-06 2.19783e-05 -1.7631e-05 3.30311e-05
internal_weight=0 138 3609 118 3491 3443 3397 3350 3300
internal_count=3747 138 3609 118 3491 3443 3397 3350 3300
is_linear=0
shrinkage=0.0995203


Tree=3024
num_leaves=10
num_cat=0
split_feature=21 10 17 3 17 17 18 20 21
split_gain=0.0241257 0.0221695 0.0216754 0.0934265 0.0199214 0.0285052 0.0151232 0.059743 0.0297786
threshold=0.16638500000000003 0.090005000000000016 -0.55286000000000002 0.10457000000000002 -0.54604999999999992 -0.53166999999999998 -0.085834999999999995 0.0050750000000000005 -0.10962999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 -7 -8
right_child=-2 -3 4 -5 5 6 8 -9 -10
leaf_value=0.0040158665158524388 -0.0019748169195922564 -0.0014966811333736473 -0.0019210300073919252 -0.0016182907949620505 0.0021924481900464261 -0.00063425978997465467 0.002565221888090241 0.0026637014500702511 8.7629376648937229e-05
leaf_weight=63 60 91 51 54 61 689 49 59 2569
leaf_count=63 60 91 51 54 61 689 49 59 2569
internal_value=0 3.69371e-05 7.59852e-05 0.00140849 3.09243e-05 6.02119e-05 2.13274e-05 -0.000373032 0.000134314
internal_weight=0 3686 3595 117 3478 3427 3366 748 2618
internal_count=3746 3686 3595 117 3478 3427 3366 748 2618
is_linear=0
shrinkage=0.0995203


Tree=3025
num_leaves=8
num_cat=0
split_feature=2 17 20 20 20 21 29
split_gain=0.0288262 0.0349913 0.0320433 0.0246996 0.0314088 0.0390482 0.0317729
threshold=-0.24151999999999998 -0.55286000000000002 -0.23803499999999997 -0.15398499999999998 -0.14091999999999996 -0.091104999999999992 -0.096654999999999991
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7
right_child=1 2 3 4 5 6 -8
leaf_value=-0.0017861028624636039 0.0020794653485385699 -0.0018433702766837759 0.0020501855174361373 -0.0020432863616004623 -0.0027601120079935267 -0.0021698561880142578 0.00014077161783328571
leaf_weight=87 82 91 60 72 48 60 3246
leaf_count=87 82 91 60 72 48 60 3246
internal_value=0 4.68145e-05 0 4.83434e-05 1.30459e-05 5.7433e-05 9.85888e-05
internal_weight=0 3659 3577 3486 3426 3354 3306
internal_count=3746 3659 3577 3486 3426 3354 3306
is_linear=0
shrinkage=0.0995203


Tree=3026
num_leaves=23
num_cat=0
split_feature=2 2 9 2 17 1 9 3 0 2 2 1 2 8 2 20 8 1 8 17 2 6
split_gain=0.024174 0.096129 0.0413633 0.0931113 0.0553123 0.0660132 0.0477072 0.0447984 0.0562672 0.0478568 0.0520566 0.0514577 0.0385984 0.0530793 0.029417 0.0260928 0.0251932 0.0458094 0.0426083 0.0281878 0.0682579 0.0312932
threshold=-0.086414999999999992 -0.085804999999999992 0.08401500000000002 -0.087944999999999995 -0.14723999999999998 -0.090374999999999997 0.084565000000000015 0.11492500000000001 -0.068604999999999985 -0.089054999999999995 -0.087075 0.0033150000000000007 -0.13535499999999998 0.097995000000000013 -0.085374999999999993 -0.23803499999999997 1.0000000180025095e-35 -0.0086750000000000004 0.10528000000000003 0.51544000000000012 -0.076034999999999991 0.092705000000000023
decision_type=2 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 -6 -4 8 9 11 -11 -8 13 -10 -3 -16 19 -18 -19 21 -21 -17
right_child=1 14 6 -5 5 -7 7 -9 12 10 -12 -13 -14 -15 15 16 17 18 -20 20 -22 -23
leaf_value=0.0023342879919731698 0.0036848644106680312 -0.0022940793473559154 0.002644803183095467 -0.0050947474118138211 -0.0042583857227035081 0.00050568367704259998 6.5873390813536519e-05 0.0019197169094310829 0.00097039043775552065 -0.0041330128065655957 0.00044156051454548751 0.0037147634590190565 -0.0046403007503838497 -0.003498258219804035 -0.0018898689181584833 0.0003217353518484941 -0.0033249746570035658 0.0014816859025821051 -0.0023277132970184523 -0.00082836453263714343 0.00436418971295766 -0.00063134933492703914
leaf_weight=50 74 52 59 57 52 64 231 77 54 50 48 46 47 51 64 1976 57 79 46 48 52 412
leaf_count=50 74 52 59 57 52 64 231 77 54 50 48 46 47 51 64 1976 57 79 46 48 52 412
internal_value=0 0.000144491 -0.000450437 -0.00162305 -0.000426028 -0.00162288 -5.47935e-05 -0.000319851 -0.000648628 3.89005e-06 -0.00188405 0.000674782 -0.00226385 -0.0011923 5.016e-05 9.50463e-05 0.000142931 -0.000986513 7.32776e-05 0.000225881 0.00186358 0.000156957
internal_weight=0 2860 886 223 166 116 663 604 527 375 98 277 152 105 2786 2734 2670 182 125 2488 100 2388
internal_count=3746 2860 886 223 166 116 663 604 527 375 98 277 152 105 2786 2734 2670 182 125 2488 100 2388
is_linear=0
shrinkage=0.0995203


Tree=3027
num_leaves=14
num_cat=0
split_feature=2 21 18 9 19 3 3 8 8 5 3 5 5
split_gain=0.0205258 0.0173333 0.0170747 0.0504507 0.0213984 0.0268333 0.017758 0.0436569 0.121779 0.0303429 0.0262035 0.167316 0.0212673
threshold=-0.24151999999999998 0.16638500000000003 0.14607000000000003 0.092465000000000033 0.12273500000000002 0.10214500000000003 0.084550000000000028 -0.011315 -0.085165000000000005 -0.019465 0.084955000000000017 -0.013125 -0.040404999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 7 8 -2 -9 11 -8 -12
right_child=1 -3 3 -5 5 -7 10 9 -10 -11 12 -13 -14
leaf_value=-0.0015073282477529096 0.00019710521399141185 -0.0016377068038929696 0.00267414215171293 -0.00077525341401439444 0.00046345254820706735 -0.002645084527214877 0.0061164583561602107 -0.00037131869054270189 -0.0035977927990313119 0.002732871187209494 -0.00019449634211280456 -0.0021929204746001171 0.0003644209007415578
leaf_weight=87 266 60 89 79 47 65 46 63 122 61 1251 50 1460
leaf_count=87 266 60 89 79 47 65 46 63 122 61 1251 50 1460
internal_value=0 3.93462e-05 6.75323e-05 0.00104723 1.93224e-05 -0.0013333 6.52135e-05 -0.000473379 -0.000994026 0.00114914 0.000163745 0.00178013 0.000106205
internal_weight=0 3659 3599 168 3431 112 3319 512 388 124 2807 96 2711
internal_count=3746 3659 3599 168 3431 112 3319 512 388 124 2807 96 2711
is_linear=0
shrinkage=0.0995203


Tree=3028
num_leaves=25
num_cat=0
split_feature=5 6 0 6 20 1 26 26 26 0 5 20 6 6 5 1 1 6 2 9 5 5 6 26
split_gain=0.0283701 0.0231899 0.038072 0.0347366 0.0719752 0.07609 0.108668 0.0625575 0.0327822 0.0449642 0.0416826 0.0919845 0.053655 0.03808 0.052962 0.0294403 0.0284574 0.0419614 0.0854758 0.038252 0.0376897 0.0320214 0.0246686 0.0201939
threshold=0.62931500000000018 -0.07664 -0.229625 -0.092034999999999992 -0.08231999999999999 0.012830000000000003 0.08494500000000002 -0.081269999999999995 0.10144500000000002 -0.095649999999999999 -0.47090499999999996 -0.08588999999999998 -0.095814999999999997 -0.13578499999999999 -0.53715999999999997 0.25544500000000009 0.0047600000000000012 -0.015744999999999999 -0.065379999999999994 0.094835000000000017 -0.094469999999999985 -0.27860999999999997 -0.06656999999999999 0.090625000000000025
decision_type=2 2 2 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 7 6 -6 -5 10 -10 13 -12 -13 14 -1 16 17 18 -4 21 -19 -18 -21 -8
right_child=-2 2 15 4 5 -7 23 -9 9 -11 11 12 -14 -15 -16 -17 19 20 -20 22 -22 -23 -24 -25
leaf_value=0.0024599756388799009 0.0019046044059081236 0.0027507982533120628 0.00358992477039669 -0.0010209295240897311 0.00488334618653119 -0.003357554458596936 0.0002880742041978376 -0.0057520156061532136 0.00032350266831913054 -0.0037084786862178706 0.004771696563066888 0.00072428995204571378 -0.0019484329164200077 -0.003539908839461954 -0.0015472208488196088 0.0023603269177722881 -0.00025961711879550177 -0.0019194433547805271 -0.0010565910941951269 0.0020928954392925268 0.00016652004208979906 -0.0035372849973503437 -0.00062935474389902218 -0.0023527192462594669
leaf_weight=48 80 56 98 59 48 56 75 53 56 53 49 427 90 46 102 57 51 90 65 46 1822 72 116 46
leaf_count=48 80 56 98 59 48 56 75 53 56 53 49 427 90 46 102 57 51 90 65 46 1822 72 116 46
internal_value=0 9.95373e-06 0.000184752 -0.000347213 -0.0012052 -0.000175215 0.000874445 -0.00326706 -1.4308e-05 -0.00162949 0.000215661 0.000649693 0.000257435 -0.00103354 -0.00025946 0.00012496 7.06233e-05 0.000199019 0.001732 -0.000861318 6.79032e-05 -0.00218491 0.000138577 -0.000709099
internal_weight=0 3681 2473 1208 337 225 169 112 871 109 762 566 517 196 150 2417 2360 2075 163 285 1912 123 162 121
internal_count=3761 3681 2473 1208 337 225 169 112 871 109 762 566 517 196 150 2417 2360 2075 163 285 1912 123 162 121
is_linear=0
shrinkage=0.0995203


Tree=3029
num_leaves=24
num_cat=0
split_feature=5 6 5 8 8 2 6 17 5 5 6 5 5 5 2 1 1 1 2 2 9 4 2
split_gain=0.0230053 0.0218478 0.0475906 0.0945468 0.182916 0.0709508 0.0563475 0.0345434 0.0198814 0.0511937 0.0457168 0.0824808 0.0669006 0.045668 0.032921 0.0321497 0.158207 0.0555254 0.0472326 0.0326201 0.0313722 0.0177863 0.0136938
threshold=0.62931500000000018 0.10449000000000003 -0.039649999999999998 -0.078504999999999991 -0.083294999999999994 -0.073884999999999992 0.12638500000000005 0.50644500000000015 0.066815000000000027 0.057175000000000011 -0.011749999999999998 0.15100500000000003 0.23074000000000006 0.26676500000000009 -0.087614999999999985 -0.085184999999999997 -0.085844999999999991 -0.084059999999999996 -0.14091999999999996 -0.086554999999999993 0.09649000000000002 0.085990000000000025 -0.14091999999999996
decision_type=2 2 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 -4 -5 -3 -7 9 15 12 -12 -10 -14 22 16 18 -17 -1 -19 -15 -16 -13
right_child=-2 2 3 5 -6 7 -8 -9 10 -11 11 14 13 20 21 17 -18 19 -20 -21 -22 -23 -24
leaf_value=0.0026017538528749027 0.0017150577150317416 -0.0030617521388725745 -0.00040383243082969296 -0.0030297192154341321 0.0081370762442493447 0 0.0011440162458588488 0.0034754458473924901 0.0036678675313984088 0.0025852905192513165 -0.0047127920030980977 -0.00045791125165640191 -0.0032565033588920211 0.001241338898265706 -0.0028767594933962639 -0.0034433802623287471 0.0062537715505793165 -0.0010083470430544612 -0.00033055689065308977 5.366779484927782e-05 -0.001103275956117614 -0.00027277793968808779 0.0019219046781781689
leaf_weight=64 80 61 49 52 50 72 65 47 47 76 63 46 46 125 62 51 46 342 362 1757 103 46 49
leaf_count=64 80 61 49 52 50 72 65 47 47 76 63 46 46 125 62 51 46 342 362 1757 103 46 49
internal_value=0 8.89672e-06 0.000707412 0.00145386 0.00390149 3.20169e-05 -0.000885613 0.0013768 -7.50587e-05 3.88561e-05 -0.000600035 -0.00156519 0.000197202 -0.000395144 -0.000584316 -3.46414e-05 0.000708738 -0.00019822 0.000108057 -0.000118981 0.000178558 -0.00177524 0.000760956
internal_weight=0 3681 396 270 99 171 126 119 3285 2698 587 266 321 274 203 2622 472 2150 426 2099 228 108 95
internal_count=3761 3681 396 270 99 171 126 119 3285 2698 587 266 321 274 203 2622 472 2150 426 2099 228 108 95
is_linear=0
shrinkage=0.0995203


Tree=3030
num_leaves=25
num_cat=0
split_feature=26 6 3 2 6 26 20 3 26 18 1 18 26 26 9 1 18 5 5 5 10 2 6 5
split_gain=0.0200883 0.0389512 0.0858481 0.127586 0.0427178 0.0440823 0.097828 0.103136 0.0404367 0.0380652 0.0999573 0.0772924 0.288168 0.0483267 0.150144 0.0917584 0.0549703 0.0665082 0.110524 0.0605931 0.0360287 0.0278128 0.0531044 0.0285587
threshold=0.089625000000000024 0.10449000000000003 0.10850000000000003 -0.082404999999999992 0.092405000000000029 0.088015000000000024 -0.0083149999999999995 0.08777500000000002 0.085235000000000019 -0.11166 -0.031409999999999993 -0.082304999999999989 0.09271500000000002 0.091765000000000027 0.088710000000000025 -0.040439999999999997 -0.070914999999999992 -0.082635 -0.076589999999999991 -0.09583499999999999 0.09056500000000002 -0.086414999999999992 0.086655000000000024 -0.018754999999999997
decision_type=2 2 2 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 20 -7 -8 -6 10 -2 12 -11 14 -13 -16 -15 19 -19 -18 21 23 -23 -1
right_child=9 2 -4 -5 8 6 7 -9 -10 11 -12 13 -14 16 15 -17 17 18 -20 -21 -22 22 -24 -25
leaf_value=-0.0017342834080821307 0.0048241323773724788 -0.00012162055190980142 -0.0012903678166289964 0.0069732497317069875 6.7621295082370372e-05 -0.0014118279561335001 0.0010100997549042526 0.0068229040030565995 -0.0040881116279758633 -0.0080267459682756004 -0.00074227067237209545 -0.0016973336212960546 0.0024031928935461066 -0.0038540643636963525 0.0069621463917090565 0.00088097265719886699 -0.00092942374742954064 0.0047315545815326109 -0.00018850940812897138 -0.0049339663074059034 0.0023746447608318289 2.3665678105434039e-05 0.0022019635289488785 -0.0001640928521677898
leaf_weight=162 50 49 59 51 46 69 80 49 46 55 88 91 50 47 49 50 188 50 471 47 64 1331 121 398
leaf_count=162 50 49 59 51 46 69 80 49 46 55 88 91 50 47 49 50 188 50 471 47 64 1331 121 398
internal_value=0 0.000201967 0.00171011 0.00348858 0.000100271 0.000185657 0.00160462 0.00322441 -0.00200135 -0.00028761 0.00126861 -0.000483946 -0.00305231 -0.000211542 0.0012144 0.00389912 -0.000549959 -0.000343462 0.000282095 -0.00173382 4.99283e-05 -2.36121e-05 0.000205754 -0.000619788
internal_weight=0 2525 159 100 2366 2274 198 129 92 1236 138 1098 105 993 190 99 803 756 521 235 2076 2012 1452 560
internal_count=3761 2525 159 100 2366 2274 198 129 92 1236 138 1098 105 993 190 99 803 756 521 235 2076 2012 1452 560
is_linear=0
shrinkage=0.0995203


Tree=3031
num_leaves=20
num_cat=0
split_feature=8 1 1 1 9 10 3 26 3 2 1 2 2 8 8 21 18 9 5
split_gain=0.0195399 0.0215756 0.132061 0.0448548 0.0361589 0.0329254 0.0421112 0.0706095 0.0458624 0.0194296 0.0394987 0.0434479 0.0569167 0.0329927 0.0760782 0.117833 0.0460233 0.0293733 0.0139643
threshold=-0.48834 -0.085184999999999997 -0.085844999999999991 -0.084059999999999996 0.098465000000000011 0.086165000000000019 0.095630000000000021 0.091275000000000023 0.11604000000000002 -0.086849999999999997 -0.082195000000000004 -0.086050000000000001 -0.085089999999999985 -0.085385000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0010249999999999999 0.09550500000000002 -0.073669999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 4 -3 5 6 7 -2 -8 13 -11 -12 -13 16 15 -15 -5 -16 -1
right_child=1 3 -4 9 -6 -7 8 -9 -10 10 11 12 -14 14 17 -17 -18 -19 -20
leaf_value=-0.00026412883739025352 0.00024258740795169914 -0.0028994598068121406 0.0056393010377606256 0.0028164996773154859 0.0022709313408508999 -0.0025151599589727496 0.0028208469767131289 -0.0028907091994878269 -0.00071640386539199082 0.0022302304134110954 0.002992392281904756 -0.0033879962149583782 4.2921264842663856e-05 0.00041212762054485523 0.0014470521226680761 -0.0059995720200132496 -0.00094138253612541852 -0.0011150875309418073 -0.0024924840583850955
leaf_weight=65 467 54 47 57 77 48 105 84 55 84 48 49 2104 50 83 65 74 95 50
leaf_count=65 467 54 47 57 77 48 105 84 55 84 48 49 2104 50 83 65 74 95 50
internal_value=0 7.72456e-05 0.000505591 -5.93488e-05 0.000215994 6.4432e-06 0.00017783 -0.000233598 0.0015998 -2.43304e-06 0.000112073 3.08629e-05 -3.47826e-05 -0.000621455 -0.00120947 -0.00320476 0.000687478 7.50191e-05 -0.0012401
internal_weight=0 3646 883 2763 836 759 711 551 160 2709 2285 2201 2153 424 293 115 131 178 115
internal_count=3761 3646 883 2763 836 759 711 551 160 2709 2285 2201 2153 424 293 115 131 178 115
is_linear=0
shrinkage=0.0995203


Tree=3032
num_leaves=14
num_cat=0
split_feature=10 4 5 30 5 1 5 1 1 9 9 3 26
split_gain=0.0265938 0.0645777 0.0262741 0.0165093 0.0229091 0.0474494 0.0920919 0.0920838 0.0858784 0.0321425 0.0527814 0.0499379 0.0358884
threshold=0.087405000000000024 0.10801000000000002 0.62404000000000015 0.11146500000000002 -0.082179999999999989 -0.081224999999999992 -0.093875 -0.079250000000000001 -0.0057250000000000001 0.10814500000000002 0.10227500000000002 0.11308000000000003 0.11991000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -7 -9 10 12 -11 -6
right_child=1 -3 -4 -5 9 7 -8 8 -10 11 -12 -13 -14
leaf_value=-0.00017302242165993762 0.0032733293314249558 -0.001047325573587377 -0.002019321160364108 -0.0014484345748723949 -0.00011912066476154067 -0.0035973439087908826 0.0055479950131556519 0.0027424630885129479 -4.9481463175585194e-06 0.0031738071161611829 -0.0031445795179851966 -0.00036344046738597235 -0.0022810290527124849
leaf_weight=64 76 62 68 81 2088 61 49 132 766 70 62 90 79
leaf_count=64 76 62 68 81 2088 61 49 132 766 70 62 90 79
internal_value=0 0.00132623 -8.13317e-05 -4.38946e-05 -1.07867e-05 0.000371192 0.00230053 0.000143003 0.000397991 -0.000182532 -0.000280631 0.00117899 -0.000198313
internal_weight=0 138 3610 3542 3461 1072 113 959 898 2389 2229 160 2167
internal_count=3748 138 3610 3542 3461 1072 113 959 898 2389 2229 160 2167
is_linear=0
shrinkage=0.0995203


Tree=3033
num_leaves=14
num_cat=0
split_feature=0 0 10 4 26 4 24 1 1 29 27 6 4
split_gain=0.0274808 0.0541733 0.0461932 0.0340977 0.0482123 0.0272786 0.0193345 0.0222075 0.0308319 0.0195784 0.0289266 0.017643 0.0175218
threshold=0.047575000000000013 0.024745000000000007 0.087405000000000024 0.094025000000000011 1.0000000180025095e-35 0.10495500000000003 -0.070599999999999996 0.42491000000000007 0.41379000000000005 -0.08781499999999999 -0.015455 -0.46637499999999998 0.12719000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -5 -1 8 9 -8 -11 12 -9
right_child=2 -3 -4 5 -6 -7 7 11 -10 10 -12 -13 -14
leaf_value=-0.002063047158854798 0.0031430551994885234 -0.0034969552345812133 0.003694056840997949 -0.002692725089777458 -0.00078090030525105919 0.00044020821633961103 -0.0020243908731070888 0.0019201164574151118 -0.0024944063040387939 0.0021086312481533804 -6.2778030128453796e-05 0.0025759489919943792 -0.00050780878355510329
leaf_weight=47 72 46 49 49 54 62 49 47 52 62 3028 53 78
leaf_count=47 72 46 49 49 54 62 49 47 52 62 3028 53 78
internal_value=0 -0.000104148 0.000910803 0.000331908 0.00145486 -0.000935424 -5.82205e-05 -3.00087e-05 -9.05922e-05 -5.05103e-05 -1.89443e-05 0.00105147 0.000398542
internal_weight=0 3462 286 237 126 111 3416 3369 3191 3139 3090 178 125
internal_count=3748 3462 286 237 126 111 3416 3369 3191 3139 3090 178 125
is_linear=0
shrinkage=0.0995203


Tree=3034
num_leaves=11
num_cat=0
split_feature=2 9 17 7 9 18 8 11 4 6
split_gain=0.0324899 0.0953884 0.0244505 0.0215085 0.0163806 0.0239244 0.0316706 0.0219279 0.0343264 0.0513319
threshold=-0.23128999999999997 0.095415000000000014 -0.56655999999999984 0.085015000000000021 0.11408000000000003 0.087810000000000013 -0.00076499999999999995 -0.11166 0.14646500000000004 -0.47103
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 7 6 -6 -4 9 -9
right_child=2 -3 3 -5 5 -7 -8 8 -10 -11
leaf_value=-0.0010473141021772343 -0.0022395648493684518 0.0047679499660336537 0.0015059315755033321 -0.0015549973605304332 0.00048423169850545601 -0.00047737177686707201 0.0036340890523548944 0.0027251516180097943 -0.0027741626010437618 -0.00012223390832270993
leaf_weight=60 51 52 86 91 88 86 50 64 47 3073
leaf_count=60 51 52 86 91 88 86 50 64 47 3073
internal_value=0 0.00164532 -7.55089e-05 -4.44948e-05 -4.91994e-06 0.000818138 0.00163142 -6.1551e-05 -0.000104146 -6.38815e-05
internal_weight=0 112 3636 3585 3494 224 138 3270 3184 3137
internal_count=3748 112 3636 3585 3494 224 138 3270 3184 3137
is_linear=0
shrinkage=0.0995203


Tree=3035
num_leaves=26
num_cat=0
split_feature=2 9 8 0 8 3 9 2 20 5 17 8 1 18 0 0 1 18 5 3 3 18 3 8 18
split_gain=0.0263205 0.0773714 0.0228082 0.130238 0.096472 0.0547638 0.0336727 0.0794777 0.0365239 0.0227652 0.0398774 0.0528292 0.0706274 0.0723781 0.0389025 0.053565 0.048372 0.0378982 0.0255603 0.0244284 0.0599616 0.0428781 0.0549259 0.0455091 0.0311252
threshold=-0.23128999999999997 0.095415000000000014 0.0012600000000000003 -0.070374999999999993 0.11446000000000002 0.11769000000000002 0.11351500000000002 -0.091674999999999993 -0.081945000000000004 0.057175000000000011 -0.45712999999999998 -0.011315 -0.050379999999999994 -0.071844999999999992 -0.066735000000000003 -0.073219999999999993 -0.041999999999999996 -0.019539999999999998 0.040570000000000016 0.087325000000000028 0.087625000000000022 -0.011039999999999999 0.086465000000000028 -0.089779999999999985 -0.087724999999999984
decision_type=2 2 2 2 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 6 5 -5 7 8 -4 18 14 12 13 -12 15 17 -16 -11 19 21 -21 22 -2 -23 -22
right_child=2 -3 3 4 -6 -7 -8 -9 -10 10 11 -13 -14 -15 16 -17 -18 -19 -20 20 24 23 -24 -25 -26
leaf_value=-0.00094308518838488763 -0.00073557992861022635 0.0042934425833092999 -0.0023007557645233776 -0.0074919979432176969 -0.00033314060929870947 -0.0025989447400645901 -0.001406779649431131 0.0039035097500189899 0.0013119751549166897 -0.0016440313292049504 -0.0026298939805193015 0.0034365321747617463 0.0031411156434459114 0.001211160930325127 0.00019085587738525988 0.0029984344640649639 -0.0042875570758337117 0.00180336858286716 -0.0022555300071767379 0.0031192055592606537 0.001535907872272648 -0.0010148632419384228 -0.0039197548341713241 0.00088492994948768922 -9.407104619976011e-05
leaf_weight=60 275 52 50 46 81 46 56 74 62 100 84 84 77 115 49 59 46 46 54 65 126 217 67 294 1463
leaf_count=60 275 52 50 46 81 46 56 74 62 100 84 84 77 115 49 59 46 46 54 65 126 217 67 294 1463
internal_value=0 0.00148085 -6.79942e-05 -0.000762459 -0.00284859 -0.00505437 0.00072548 0.00137185 -0.000293542 2.12279e-05 0.000542619 0.00124924 0.000580574 -0.000406075 -0.000302597 0.000465657 -0.00196902 -0.000552257 -0.000112821 -6.63411e-05 0.000156377 -0.000499159 -0.00136177 7.65664e-05 3.46632e-05
internal_weight=0 112 3636 415 173 92 242 186 112 3221 660 360 276 199 300 205 95 146 2561 2507 1654 853 342 511 1589
internal_count=3748 112 3636 415 173 92 242 186 112 3221 660 360 276 199 300 205 95 146 2561 2507 1654 853 342 511 1589
is_linear=0
shrinkage=0.0995203


Tree=3036
num_leaves=14
num_cat=0
split_feature=4 36 36 3 1 5 17 19 4 0 0 0 6
split_gain=0.0371289 0.0390378 0.0343832 0.0295619 0.143758 0.286212 0.183871 0.0324335 0.0236662 0.0258459 0.190521 0.114209 0.0152564
threshold=0.14903500000000006 0.08605500000000002 0.091370000000000021 0.083955000000000016 -0.085184999999999997 -0.020074999999999999 -0.013885 -0.14551 0.13881500000000005 -0.085684999999999997 -0.085245000000000001 -0.086775000000000005 -0.091704999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 12 -1 -5 9 11 -11 -9 -6
right_child=-2 2 -4 7 5 -7 -8 8 -10 10 -12 -13 -14
leaf_value=0.00058781228344721682 0.0022631389007756811 -0.0038209511036745836 -0.00019474346234036691 -0.0026267846974303535 0.0031575804479369741 -0.0076268760825638398 0.0082375100343114512 -9.310566910345342e-06 -0.0020790651505016794 0.0065334731014835314 0.0001159690323151062 -0.0033092948713588093 0.00064842389758796768
leaf_weight=86 73 49 56 47 48 46 49 1175 53 47 1839 114 50
leaf_count=86 73 49 56 47 48 46 49 1175 53 47 1839 114 50
internal_value=0 -3.36218e-06 -0.00189477 5.22876e-05 0.00103576 -0.00114732 0.00337044 -3.1245e-05 6.29278e-06 4.13613e-05 0.00027633 -0.000301799 0.00188575
internal_weight=0 3659 105 3554 279 144 135 3275 3228 3175 1886 1289 98
internal_count=3732 3659 105 3554 279 144 135 3275 3228 3175 1886 1289 98
is_linear=0
shrinkage=0.0995203


Tree=3037
num_leaves=12
num_cat=0
split_feature=3 1 24 6 27 3 19 29 1 20 3
split_gain=0.0344031 0.0275825 0.0212298 0.0275595 0.0350046 0.0524167 0.0194863 0.0217309 0.0299803 0.0469913 0.0218072
threshold=0.17152000000000003 0.10637500000000003 -0.069349999999999995 -0.41548999999999997 0.092320000000000027 0.11426500000000002 -0.15196499999999999 0.097705000000000028 0.27998000000000006 -0.047309999999999998 0.080495000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -5 8 10 -10 -8
right_child=1 -3 3 6 -6 -7 7 -9 9 -11 -12
leaf_value=0.0017407659175185377 0.00035133163888516052 0.0036451120317852938 -0.0049428918202525903 -0.0019793193844168081 0.00056933232069020906 -0.00026949845129166426 -0.0012290122211536158 -0.0018690747007895107 0.0041154391301568881 -5.5953202928252562e-05 7.2637621326808257e-05
leaf_weight=67 57 46 46 48 58 50 133 58 46 63 3060
leaf_count=67 57 46 46 48 58 50 133 58 46 63 3060
internal_value=0 0.00183029 -1.40067e-05 -4.72432e-05 -0.00134952 -0.00251736 1.13639e-05 4.00459e-05 7.38277e-05 0.00169694 1.81628e-05
internal_weight=0 103 3629 3562 154 96 3408 3360 3302 109 3193
internal_count=3732 103 3629 3562 154 96 3408 3360 3302 109 3193
is_linear=0
shrinkage=0.0995203


Tree=3038
num_leaves=15
num_cat=0
split_feature=1 36 8 3 20 8 3 17 20 8 8 3 3 17
split_gain=0.027944 0.0232082 0.0218754 0.0504017 0.0489587 0.0553731 0.05466 0.0524363 0.0585255 0.0434605 0.029963 0.0365815 0.0428255 0.0198704
threshold=0.62198500000000012 0.08605500000000002 -0.092844999999999997 0.082130000000000022 -0.054159999999999993 -0.097249999999999989 0.083595000000000017 0.0053950000000000014 -0.085204999999999989 -0.10833 -0.091600000000000001 0.083875000000000019 0.084620000000000015 -0.040589999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 13 7 6 -6 8 -1 -8 -5 -12 -13 -4
right_child=-2 -3 3 10 5 -7 9 -9 -10 -11 11 12 -14 -15
leaf_value=0.00027903347849920931 0.001934626527567485 -0.0016119567028234883 0.00087572964735407454 0.0023842358409188634 -0.0036551060057149597 -0.003492033708382072 -0.00058412837760772921 -0.0015510237576396239 0.0048492890910106189 0.0027055833536401529 -0.002093749664136761 0.0019010133055136899 -6.1707254158569183e-06 0.0035755762297177193
leaf_weight=71 75 87 55 54 48 79 232 59 46 48 79 122 2622 55
leaf_count=71 75 87 55 54 48 79 232 59 46 48 79 122 2622 55
internal_value=0 -5.7726e-06 3.31404e-05 0.000142192 -0.000524181 -0.00112478 -0.000552119 0.000860048 0.00208288 -1.72538e-05 6.19631e-05 1.72513e-05 7.83256e-05 0.0022331
internal_weight=0 3657 3570 2987 583 407 328 176 117 280 2877 2823 2744 110
internal_count=3732 3657 3570 2987 583 407 328 176 117 280 2877 2823 2744 110
is_linear=0
shrinkage=0.0995203


Tree=3039
num_leaves=13
num_cat=0
split_feature=3 11 19 26 21 17 19 18 0 18 0 26
split_gain=0.0273367 0.0350828 0.0165787 0.0242761 0.0416917 0.0286274 0.0213804 0.0427117 0.0516068 0.0350474 0.0367623 0.0284812
threshold=0.17152000000000003 -0.39261999999999997 -0.15196499999999999 -0.2382 0.13589500000000002 -0.062765000000000001 0.11174500000000002 -0.014319999999999999 -0.083390000000000006 0.14994000000000005 -0.072529999999999997 0.11991000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 9 -8 -9 11 -11 -5
right_child=1 -3 3 4 5 -7 7 8 -10 10 -12 -13
leaf_value=-0.0018336987274720105 -7.1129364054489393e-06 0.0036731961157028315 -0.0017621214051222593 6.8288842889302633e-05 0.0037868751102828262 0.00062933289696240585 -0.0033403182375184594 0.0014808048694543272 -0.0020712659265631765 -9.3895888868647372e-06 0.0039517508486831927 -0.0011958906368924984
leaf_weight=49 57 46 75 2885 47 74 56 88 75 46 46 188
leaf_count=49 57 46 75 2885 47 74 56 88 75 46 46 188
internal_value=0 0.00162857 -1.54351e-05 9.22309e-06 4.73599e-05 0.00186258 -1.73042e-05 -0.000968457 -0.000148561 4.82515e-05 0.00196228 -8.78476e-06
internal_weight=0 103 3629 3580 3505 121 3384 219 163 3165 92 3073
internal_count=3732 103 3629 3580 3505 121 3384 219 163 3165 92 3073
is_linear=0
shrinkage=0.0995203


Tree=3040
num_leaves=11
num_cat=0
split_feature=11 17 13 19 20 20 4 0 17 11
split_gain=0.0368608 0.0328961 0.0173023 0.0161682 0.0186445 0.0525964 0.0344305 0.0310803 0.0743098 0.0321046
threshold=0.092640000000000014 -0.56655999999999984 1.0000000180025095e-35 -0.15196499999999999 -0.053499999999999999 -0.06470999999999999 0.10557500000000002 -0.088594999999999993 -0.0017249999999999998 -0.075149999999999981
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 -6 -9
right_child=-2 2 -4 4 7 -7 -8 9 -10 -11
leaf_value=-0.0021813379107440555 -0.0028651293754170036 -0.0018200382002818197 0.0018994976487494146 0.00035833797985362545 -0.0019441035096158452 0.0031836026566407936 -0.001411008834186272 -0.0020500598710049352 0.00014903886853539784 0.00014108793137648047
leaf_weight=71 47 50 46 946 292 60 123 69 394 1638
leaf_count=71 47 50 46 946 292 60 123 69 394 1638
internal_value=0 -5.97833e-05 -1.79235e-05 -4.28451e-05 -1.73827e-05 0.000315722 0.00015399 -0.000174881 -0.000740726 5.20382e-05
internal_weight=0 3689 3618 3572 3522 1129 1069 2393 686 1707
internal_count=3736 3689 3618 3572 3522 1129 1069 2393 686 1707
is_linear=0
shrinkage=0.0995203


Tree=3041
num_leaves=10
num_cat=0
split_feature=3 17 2 5 5 17 2 5 26
split_gain=0.027165 0.0266237 0.0175584 0.0448501 0.0250283 0.0463823 0.0295516 0.025335 0.0276128
threshold=-0.16443499999999997 -0.56655999999999984 -0.241895 0.63223000000000018 0.057175000000000011 0.50822500000000015 -0.084924999999999987 0.034205000000000006 -0.2382
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 6 -6 8 -4
right_child=1 2 3 -5 5 -7 -8 -9 -10
leaf_value=-0.0024897329541742749 -0.0019642507066960652 0.0018336953744601972 0.001970361229572178 -0.0028640577101093356 0.0012768051352952251 0.0035419677282991328 -0.00012776345624508436 -0.0019932008437599899 -0.00013729316018389997
leaf_weight=46 71 50 63 55 215 47 476 71 2642
leaf_count=46 71 50 63 55 215 47 476 71 2642
internal_value=0 -5.56214e-05 -1.79504e-05 -4.41205e-05 0 0.000515136 0.000308074 -0.000136928 -8.79028e-05
internal_weight=0 3690 3619 3569 3514 738 691 2776 2705
internal_count=3736 3690 3619 3569 3514 738 691 2776 2705
is_linear=0
shrinkage=0.0995203


Tree=3042
num_leaves=9
num_cat=0
split_feature=11 5 9 5 19 18 8 3
split_gain=0.0260528 0.0203512 0.0228823 0.019813 0.0293694 0.0345842 0.0172014 0.0224294
threshold=0.092640000000000014 0.51935500000000012 0.095415000000000014 0.51390500000000017 -0.016414999999999996 -0.26599999999999996 0.24853500000000003 -0.0043349999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 -7
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=-0.0022716996161221636 -0.0024059541165374139 -0.0023875684384592937 0.00023821070510367343 0.0019075884639646796 0.0024369698425869375 0.0013011623626398275 0.001710205588574426 -0.00011297405106923058
leaf_weight=57 47 76 57 53 57 115 55 3219
leaf_count=57 47 76 57 53 57 115 55 3219
internal_value=0 -4.74023e-05 -0.00125608 -1.96563e-06 -3.10907e-05 5.73351e-06 -3.49162e-05 -6.39505e-05
internal_weight=0 3689 133 3556 3503 3446 3389 3334
internal_count=3736 3689 133 3556 3503 3446 3389 3334
is_linear=0
shrinkage=0.0995203


Tree=3043
num_leaves=15
num_cat=0
split_feature=11 17 2 20 21 21 21 9 3 19 21 2 17 17
split_gain=0.0211255 0.0200278 0.014979 0.0133892 0.0305026 0.155649 0.0354974 0.0323862 0.0301339 0.080551 0.0598305 0.0286747 0.02529 0.00995753
threshold=0.092640000000000014 -0.56655999999999984 -0.241895 -0.053499999999999999 0.097120000000000026 0.10702000000000002 0.09185500000000002 0.10054500000000002 0.11926500000000002 -0.050215000000000003 0.10068500000000002 -0.058894999999999996 0.4039100000000001 -0.062765000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 6 -6 12 -7 9 -4 -11 -10 -5 -13
right_child=-2 2 3 4 5 7 -8 -9 11 10 -12 13 -14 -15
leaf_value=-0.0016979957741151911 -0.0021665132859383747 0.0017003598456038626 -0.0034442881912543828 -0.00021179237157706819 -0.0049693759597654527 -0.00049985728226629392 0.0023323166634227036 0.0021861462700104167 0.0029179321138484192 -0.00013318686227654586 0.0018633546903147025 0.0013314944746717768 0.0010493630034772343 -0.00064911357702946793
leaf_weight=71 47 50 62 1851 77 171 61 60 75 754 185 50 172 50
leaf_count=71 47 50 62 1851 77 171 61 60 75 754 185 50 172 50
internal_value=0 -4.26186e-05 -9.90699e-06 -3.41032e-05 -0.00016948 -0.00109399 -3.24513e-05 0.000194262 0.000240559 2.90854e-05 0.000259296 0.00144551 -0.000104161 0.000333004
internal_weight=0 3689 3618 3568 2392 308 2084 231 1176 1001 939 175 2023 100
internal_count=3736 3689 3618 3568 2392 308 2084 231 1176 1001 939 175 2023 100
is_linear=0
shrinkage=0.0995203


Tree=3044
num_leaves=16
num_cat=0
split_feature=0 3 11 3 18 0 3 2 17 5 0 2 6 0 0
split_gain=0.0369347 0.0408346 0.0228808 0.0555707 0.0209643 0.0472524 0.0888433 0.113982 0.045274 0.0363986 0.0294181 0.0459201 0.0458849 0.024369 0.0495907
threshold=0.12433000000000002 0.10426500000000002 -0.364875 0.14940500000000004 -0.088184999999999999 -0.08076499999999999 0.089535000000000017 -0.078289999999999985 -0.015464999999999998 0.40249000000000007 -0.075179999999999983 -0.095204999999999998 0.090460000000000026 -0.23998999999999998 -0.23032
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 8 -8 -4 13 12 -12 -7 -6 -15
right_child=1 -3 3 -5 9 10 7 -9 -10 -11 11 -13 -14 14 -16
leaf_value=-0.001958048490732521 -0.00048307828838488624 0.0030943762775728573 -0.00069392079948944741 0.0025161011327860978 0.0016759268735134824 4.7719133295195629e-05 0.0073846104269163883 0.00050132584047135674 0.0024140765336277737 -0.0027936289061309761 0.0025887596773907931 -0.00041159498132868394 -0.0036877048103749546 -0.0034355623870960181 -0.00017182948588269481
leaf_weight=63 53 77 162 82 68 75 46 50 65 54 64 239 57 47 2538
leaf_count=63 53 77 162 82 68 75 46 50 65 54 64 239 57 47 2538
internal_value=0 0.00162958 -7.77668e-05 -4.41394e-05 -0.000104964 0.000357212 0.00126959 0.0038081 0.000192428 -0.000234683 -0.000318373 0.000219442 -0.0015591 -0.000182289 -0.000231487
internal_weight=0 130 3610 3547 3465 758 323 96 227 2707 435 303 132 2653 2585
internal_count=3740 130 3610 3547 3465 758 323 96 227 2707 435 303 132 2653 2585
is_linear=0
shrinkage=0.0995203


Tree=3045
num_leaves=21
num_cat=0
split_feature=9 9 18 9 1 21 21 1 21 29 3 1 3 2 3 20 6 6 10 17
split_gain=0.0415381 0.0929035 0.30295 0.0599361 0.0370449 0.0312283 0.116658 0.0475891 0.0457095 0.0432619 0.0493416 0.0585964 0.0514815 0.0349388 0.0470888 0.0422443 0.0298771 0.0256764 0.0224592 0.0497035
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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 6 7 -1 -7 -10 11 -11 -12 15 -15 -9 -6 -18 19 -19
right_child=1 4 -4 -5 16 8 -8 13 9 10 12 -13 -14 14 -16 -17 17 18 -20 -21
leaf_value=-0.0027537452727137771 0.0026677723342549073 0.0025895674141311704 -0.0083606772347583191 0.0032824209464325524 -0.0022791397703178988 -0.0027069166404556965 0.00475394222615732 -0.0021100744882239738 -0.0024089418706607075 0.004789245222969989 -0.0030595191096063302 0.00023248937193189075 0.00070756694947408721 0.0039415818520233395 0.00062306643236771056 0.00051362500982729856 0.0021378844339659791 0.0028652766572254424 -0.0022506053143636542 -0.00018992373805253428
leaf_weight=47 46 49 53 71 65 70 64 78 57 49 53 66 111 59 153 275 49 54 50 2221
leaf_count=47 46 49 53 71 65 70 64 78 57 49 53 66 111 59 153 275 49 54 50 2221
internal_value=0 -0.000238 -0.00322808 0.000480198 -0.000118692 0.000295561 0.000710338 0.00028614 -0.000393036 8.65865e-05 0.00059936 0.00218118 -0.000504854 0.000540464 0.00155048 -6.37971e-05 -0.000173437 -0.000115438 -0.00016328 -0.000117045
internal_weight=0 2587 99 1153 2488 1082 676 612 406 336 279 115 164 565 212 353 2439 2374 2325 2275
internal_count=3740 2587 99 1153 2488 1082 676 612 406 336 279 115 164 565 212 353 2439 2374 2325 2275
is_linear=0
shrinkage=0.0995203


Tree=3046
num_leaves=19
num_cat=0
split_feature=9 9 2 9 17 7 20 20 4 21 21 4 20 11 27 8 9 0
split_gain=0.0336935 0.0752861 0.0488564 0.0485902 0.0287462 0.0285145 0.0352295 0.0784525 0.0723525 0.0388304 0.0368344 0.0570642 0.0471392 0.0218528 0.0217464 0.0235353 0.0500423 0.0322055
threshold=0.083760000000000015 0.084115000000000009 -0.085944999999999994 0.083235000000000017 -0.55754499999999996 0.081185000000000021 -0.086134999999999989 -0.079559999999999992 0.089280000000000012 0.090000000000000011 0.089665000000000022 0.11338500000000003 -0.048779999999999997 -0.084384999999999988 0.086965000000000028 0.095985000000000015 0.10054500000000002 -0.051999999999999998
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 -3 6 8 -8 -1 -10 12 -12 -9 -6 15 17 -17 -15
right_child=1 4 -4 -5 13 -7 7 10 9 -11 11 -13 -14 14 -16 16 -18 -19
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leaf_weight=51 50 64 49 71 54 61 72 47 54 53 155 95 494 2010 65 59 97 139
leaf_count=51 50 64 49 71 54 61 72 47 54 53 155 95 494 2010 65 59 97 139
internal_value=0 -0.000214282 -0.002906 0.00043255 -0.000106847 0.000266222 0.000140492 0.000391347 -0.0012245 0.000238548 0.000104003 -0.000893759 0.000566589 -0.000162126 -0.000116656 -0.000167602 -0.00134824 -8.15168e-05
internal_weight=0 2587 99 1153 2488 1082 1021 863 158 107 791 250 541 2424 2370 2305 156 2149
internal_count=3740 2587 99 1153 2488 1082 1021 863 158 107 791 250 541 2424 2370 2305 156 2149
is_linear=0
shrinkage=0.0995203


Tree=3047
num_leaves=20
num_cat=0
split_feature=9 9 18 1 9 9 5 30 3 1 19 18 0 3 1 6 6 10 6
split_gain=0.0273409 0.0610866 0.248112 0.0394481 0.13725 0.0368366 0.0388646 0.0527698 0.0486922 0.0341766 0.0398576 0.0362926 0.0463455 0.0290988 0.0264141 0.0235139 0.0207158 0.0186323 0.0168955
threshold=0.083760000000000015 0.084115000000000009 -0.023444999999999997 -0.085739999999999997 0.083235000000000017 0.079525000000000026 0.13648000000000002 0.084350000000000022 0.099655000000000021 -0.046044999999999996 0.082490000000000022 0.086800000000000016 -0.18357499999999999 0.10726500000000001 -0.50597999999999999 -0.42102499999999998 -0.23020499999999999 0.090005000000000016 -0.14765999999999999
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 9 6 7 13 -8 -5 11 12 -11 -1 -3 -16 -17 18 -18
right_child=1 14 -4 4 -6 -7 8 -9 -10 10 -12 -13 -14 -15 15 16 17 -19 -20
leaf_value=0.0041742772295275043 0.0027172644100253861 0.00219060018390423 -0.007263331874016025 0.0027803625105891306 0.0058203122619270306 -0.0024880747389368308 0.00050819912480316626 -0.0016227422871796333 -0.0034332050370522345 0.0024051432939581766 -0.0025530701748097844 -0.0014322746078836224 0.00025128583824028509 0.00072069962379966426 -0.0020104840250508207 0.0019330339092904407 -0.0019014446648164284 -0.0020350876194210939 -5.0763125933215741e-05
leaf_weight=49 46 49 53 57 50 73 69 46 56 128 47 88 441 49 65 49 50 50 2225
leaf_count=49 46 49 53 57 50 73 69 46 56 128 47 88 441 49 65 49 50 50 2225
internal_value=0 -0.000192957 -0.00261762 0.000389714 0.000768133 -0.000505254 2.97918e-05 0.00114728 -0.001251 0.000435114 0.000244066 0.000445411 0.000737248 0.00245584 -9.61482e-05 -0.000142425 -9.09329e-05 -0.000133941 -9.17973e-05
internal_weight=0 2587 99 1153 811 342 269 144 125 761 704 657 569 98 2488 2439 2374 2325 2275
internal_count=3740 2587 99 1153 811 342 269 144 125 761 704 657 569 98 2488 2439 2374 2325 2275
is_linear=0
shrinkage=0.0995203


Tree=3048
num_leaves=27
num_cat=0
split_feature=17 17 29 5 2 9 17 2 5 8 8 8 17 8 5 5 26 8 8 9 19 8 8 3 3 26
split_gain=0.0261312 0.053687 0.0504335 0.0353907 0.0890368 0.101278 0.0813249 0.096869 0.0609846 0.0499177 0.136196 0.0991863 0.0833979 0.0893577 0.0458696 0.119487 0.041101 0.0452248 0.0260348 0.0232588 0.022807 0.0269763 0.0384561 0.0256378 0.0175876 0.00177221
threshold=-0.0077549999999999997 -0.0088649999999999996 -0.08570499999999999 -0.020485 -0.087129999999999999 0.084565000000000015 0.2590050000000001 -0.074679999999999983 -0.025879999999999997 -0.084044999999999995 -0.092545000000000002 -0.081534999999999982 0.0031350000000000006 -0.086995000000000003 -0.040404999999999996 -0.052494999999999993 0.086760000000000018 -0.26194999999999996 -0.081669999999999993 -0.093949999999999992 -0.099114999999999995 0.095985000000000015 0.041960000000000011 0.11089500000000001 0.093835000000000016 0.086215000000000028
decision_type=2 2 2 2 2 2 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 18 -8 9 10 16 -11 25 -14 15 -13 17 -2 -7 -4 -21 22 -22 -23 -18 -12
right_child=3 -3 19 4 5 6 7 -9 -10 11 12 14 13 -15 -16 -17 24 -19 -20 20 21 23 -24 -25 -26 -27
leaf_value=0.0035040017110476861 -8.4750258385235991e-05 0.003619830821110199 -0.0015251734542898088 -0.0041139847322874887 0.0027123267579754091 -0.0041924889353898674 0.0039222367527727313 -0.0019544992909601724 0.0034888497355529406 0.0043761769589029161 -0.0044433630866957292 0.00031745512417568115 0.00084107448719235507 -0.0043373188958492114 0.0030888279831587134 -0.0045354250717200926 -0.0019123504893526393 0.0028295260508884872 -0.0011852403203608725 0.0022367608546982653 0.00018071114747698327 -1.9446394109800702e-05 0.0024764106511946755 -0.0028284260737462884 0.00015901227423506528 -0.005500454925011041
leaf_weight=46 107 48 77 75 82 79 49 64 49 59 46 581 87 53 48 55 73 103 46 55 1511 79 76 55 90 46
leaf_count=46 107 48 77 75 82 79 49 64 49 59 46 581 87 53 48 55 73 103 46 55 1511 79 76 55 90 46
internal_value=0 0.000331536 0.000247988 -0.000194976 -0.00102679 -0.000300673 -0.0013422 0.000586576 3.96328e-05 -8.51396e-05 -0.000756788 0.000460659 -0.0026506 -0.00111347 0.00012172 -0.000100925 0.000418938 0.00134073 -0.00309237 0.000166717 0.000240532 0.00017626 0.000291166 -0.0011785 -0.000763631 -0.00498081
internal_weight=0 1947 1899 1792 395 320 238 113 1397 1348 605 743 232 140 684 636 373 210 125 1853 1776 1721 1587 134 163 92
internal_count=3739 1947 1899 1792 395 320 238 113 1397 1348 605 743 232 140 684 636 373 210 125 1853 1776 1721 1587 134 163 92
is_linear=0
shrinkage=0.0995203


Tree=3049
num_leaves=27
num_cat=0
split_feature=21 17 17 7 3 11 3 9 9 21 3 5 5 6 8 9 9 8 9 3 21 3 3 21 8 9
split_gain=0.0259899 0.0204404 0.0444688 0.0280345 0.0477367 0.0418284 0.0319421 0.0880068 0.11941 0.0877301 0.0465061 0.0734019 0.0525875 0.0213899 0.0525152 0.14592 0.123658 0.0888269 0.0846009 0.0805089 0.0262952 0.0558909 0.0547062 0.0509043 0.0310019 0.00826951
threshold=0.20153000000000004 -0.0077549999999999997 -0.0088649999999999996 0.083320000000000019 0.083725000000000022 -0.065469999999999987 0.099950000000000025 0.083925000000000013 0.084565000000000015 0.084795000000000023 0.10377500000000002 -0.052494999999999993 -0.47386999999999996 1.0000000180025095e-35 -0.084855 0.083715000000000026 0.085405000000000023 -0.080445000000000003 0.09202500000000001 0.087975000000000012 0.11162500000000002 0.12131500000000002 0.11492500000000001 0.13042000000000004 -0.073644999999999988 0.082690000000000027
decision_type=2 2 2 2 2 2 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 4 5 -3 7 9 -9 -6 11 -8 -12 20 15 -15 -17 19 -19 -16 21 22 -1 24 -22 -7
right_child=-2 3 -4 -5 6 25 10 8 -10 -11 12 -13 -14 14 17 16 -18 18 -20 -21 23 -23 -24 -25 -26 -27
leaf_value=-0.00031768430331241039 0.0024223950010142858 -0.00028069532992300945 0.0032595849104288485 -0.0026000857986186589 -0.0052239772073020838 0.0038356030940665592 0.0051123007200467186 0.004265807978846306 -0.00062391551995298253 0.00014686416310129221 -0.0015039316746219627 -0.00049522632925985449 0.00055741188889056137 -0.0023024321925613316 -0.00044855390875353718 0.0067279616814731975 0.001276859661415852 0.0021691419920490938 -0.001026277176844408 -0.0054818687696977161 -2.3241064030315101e-05 -0.0034167589985951664 0.0029813015915030635 -0.0013128036545535543 0.0030478479540296884 0.0019056021815638915
leaf_weight=816 46 75 48 47 77 46 46 53 737 49 182 46 375 63 101 65 114 206 136 46 49 54 53 68 94 47
leaf_count=816 46 75 48 47 77 46 46 53 737 49 182 46 375 63 101 65 114 206 136 46 49 54 53 68 94 47
internal_value=0 4.16054e-05 0.000267638 -0.000200857 -0.000135316 0.00145803 -0.000306882 -0.000685556 -0.000294834 -0.00312882 0.000226319 0.00229964 -0.000114663 0.000190195 0.000610108 0.0018092 0.00326088 1.50175e-05 0.000896055 -0.00202917 -7.97678e-05 -0.000309563 -0.000115538 0.000921569 0.00198979 0.00286903
internal_weight=0 3693 1913 1780 1733 168 1565 916 790 126 649 92 557 1865 731 242 179 489 342 147 1134 923 869 211 143 93
internal_count=3739 3693 1913 1780 1733 168 1565 916 790 126 649 92 557 1865 731 242 179 489 342 147 1134 923 869 211 143 93
is_linear=0
shrinkage=0.0995203


Tree=3050
num_leaves=9
num_cat=0
split_feature=6 30 11 6 6 6 9 27
split_gain=0.0180059 0.0194742 0.0294924 0.0168912 0.0162013 0.0198143 0.0226237 0.0143957
threshold=0.18123500000000006 0.098380000000000009 0.083750000000000033 0.14653500000000005 0.12080000000000003 0.11413500000000003 0.11351500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -3
right_child=-2 7 -4 -5 -6 -7 -8 -9
leaf_value=0.00013408618906563563 0.001462783021596683 -0.0022040852230030966 0.0025750849991280668 -0.0017592019935716706 0.0017145208138214063 -0.0014724515019618912 -0.0010824118737861699 3.1405442355302346e-05
leaf_weight=3137 89 66 46 51 58 84 159 49
leaf_count=3137 89 66 46 51 58 84 159 49
internal_value=0 2.9662e-05 7.13429e-05 3.80982e-05 6.49978e-05 3.64502e-05 7.51536e-05 -0.00124445
internal_weight=0 3650 3535 3489 3438 3380 3296 115
internal_count=3739 3650 3535 3489 3438 3380 3296 115
is_linear=0
shrinkage=0.0995203


Tree=3051
num_leaves=14
num_cat=0
split_feature=7 8 12 8 0 17 2 3 3 3 0 8 8
split_gain=0.0166184 0.0367922 0.0276179 0.0226682 0.0561871 0.0233732 0.0305571 0.0205933 0.0497975 0.0389285 0.0624696 0.0396761 0.0299177
threshold=0.085015000000000021 -0.035869999999999992 0.097490000000000021 -0.48834 -0.10806499999999999 0.51326500000000019 -0.075024999999999994 0.085965000000000028 0.086285000000000014 0.084065000000000015 -0.086304999999999993 -0.081669999999999993 -0.10337499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 -7 9 -9 10 -5 -11 -10
right_child=1 -3 -4 5 -6 6 -8 8 12 11 -12 -13 -14
leaf_value=0.0010869436954105492 0.00074858619109300685 -0.0031790202271214157 0.002438712500549005 0.0016294431880738329 -0.0036778296818892413 0.00020494515904783938 -0.0026528769656234828 0.0033960784583829708 0.0012703559445489537 -0.001689766975414741 -0.0010064586688842555 0.00068951745785547896 0.00011380337423742208
leaf_weight=46 46 48 49 193 52 79 69 50 245 261 165 94 2342
leaf_count=46 46 48 49 193 52 79 69 50 245 261 165 94 2342
internal_value=0 -0.00124829 9.15276e-05 5.93166e-05 -0.00143295 0.000101358 -0.00112189 0.000155644 0.000284113 -0.000318344 0.000412286 -0.00105745 0.00022365
internal_weight=0 94 3645 3596 98 3498 148 3350 2637 713 358 355 2587
internal_count=3739 94 3645 3596 98 3498 148 3350 2637 713 358 355 2587
is_linear=0
shrinkage=0.0995203


Tree=3052
num_leaves=9
num_cat=0
split_feature=19 2 17 5 4 26 26 6
split_gain=0.0410471 0.0435231 0.0489486 0.0275416 0.0255097 0.0327763 0.0494828 0.0248477
threshold=-0.10411999999999999 -0.24206999999999998 -0.56368999999999991 0.51935500000000012 0.15340500000000004 0.08734500000000002 0.086895000000000014 0.14653500000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -7
right_child=1 2 3 -5 -6 7 -8 -9
leaf_value=0.0024931184514049966 -0.0029387046786768603 0.0026162105303818538 0.00025074951193510589 -0.0021944340679449894 -0.0019536893607967364 -0.00020060127966458794 0.003089535499318426 -0.0025031206752984896
leaf_weight=67 49 72 1814 56 63 1492 63 48
leaf_count=67 49 72 1814 56 63 1492 63 48
internal_value=0 7.10891e-06 4.73427e-05 -4.73305e-06 3.02683e-05 6.70866e-05 0.000346467 -0.0002729
internal_weight=0 3657 3608 3536 3480 3417 1877 1540
internal_count=3724 3657 3608 3536 3480 3417 1877 1540
is_linear=0
shrinkage=0.0995203


Tree=3053
num_leaves=12
num_cat=0
split_feature=7 22 19 2 17 18 8 18 26 26 4
split_gain=0.0335769 0.069446 0.0316361 0.0366449 0.0379647 0.0376579 0.0613589 0.0658114 0.0315537 0.0699414 0.0604472
threshold=-0.068034999999999998 0.083450000000000024 -0.10411999999999999 -0.24206999999999998 -0.56368999999999991 -0.098315 -0.086404999999999996 -0.17307499999999998 0.098495000000000013 0.096155000000000018 0.11541000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 -6 -8 9 -7 -10
right_child=2 -3 3 4 5 8 7 -9 10 -11 -12
leaf_value=-0.0043120875678974904 0.0022720366603659432 0.0010093933773147735 -0.0026462442811658392 0.0023558446701430337 0.0022870759434952615 0.000220532648227562 1.9925597600208882e-06 -0.002734770794122961 -0.00088001953824739815 0.0033071674847424061 0.0027544675870842801
leaf_weight=51 65 46 49 72 53 2439 176 171 477 75 50
leaf_count=51 65 46 49 72 53 2439 176 171 477 75 50
internal_value=0 -0.00178006 9.59151e-05 5.5975e-05 9.38991e-05 4.63319e-05 -0.000861107 -0.00134431 0.000165962 0.000312942 -0.000533638
internal_weight=0 97 3627 3562 3513 3441 400 347 3041 2514 527
internal_count=3724 97 3627 3562 3513 3441 400 347 3041 2514 527
is_linear=0
shrinkage=0.0995203


Tree=3054
num_leaves=11
num_cat=0
split_feature=19 2 17 7 2 17 2 1 17 1
split_gain=0.0274496 0.0286098 0.0321924 0.0274661 0.0683002 0.0251995 0.0460464 0.0292164 0.0274077 0.019163
threshold=-0.10411999999999999 -0.24206999999999998 -0.56368999999999991 -0.068034999999999998 0.10449500000000002 -0.45791500000000002 -0.077714999999999992 -0.049499999999999995 -0.42946499999999999 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -5 -7 -10
right_child=1 2 3 5 -6 8 -8 -9 9 -11
leaf_value=0.0020384489110238978 -0.0023828895854044155 0.0021213906218497417 0.0010090043196366841 -0.0014500762904185386 -0.0043173632327404461 0.0023080443626415713 -0.0028060464609731663 0.0008935460264248166 -0.0003451030607371675 0.00022862015154845119
leaf_weight=67 49 72 47 89 48 56 84 129 767 2316
leaf_count=67 49 72 47 89 48 56 84 129 767 2316
internal_value=0 5.43968e-06 3.81023e-05 -4.08608e-06 -0.0016736 4.17683e-05 -0.00082615 -5.94989e-05 0.000125531 8.56217e-05
internal_weight=0 3657 3608 3536 95 3441 302 218 3139 3083
internal_count=3724 3657 3608 3536 95 3441 302 218 3139 3083
is_linear=0
shrinkage=0.0995203


Tree=3055
num_leaves=12
num_cat=0
split_feature=19 2 17 7 2 17 2 8 8 8 8
split_gain=0.0222578 0.0231988 0.0261036 0.0222459 0.055407 0.020434 0.0373365 0.0260864 0.0424942 0.0397418 0.0245443
threshold=-0.10411999999999999 -0.24206999999999998 -0.56368999999999991 -0.068034999999999998 0.10449500000000002 -0.45791500000000002 -0.077714999999999992 -0.09547499999999999 -0.51030999999999993 -0.091600000000000001 -0.07106999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 10 8 -7 -9 -5
right_child=1 2 3 5 -6 7 -8 9 -10 -11 -12
leaf_value=0.001835582173082978 -0.0021457439981746804 0.0019102694130369612 0.00090858801583676343 0.00097016350589723395 -0.0038876984854133746 0.0017960175678256693 -0.0025267882324102853 0.0019209442006847557 -0.00091404727676786467 0.00014847488627926252 -0.0011422204794245164
leaf_weight=67 49 72 47 112 48 66 84 132 428 2513 106
leaf_count=67 49 72 47 112 48 66 84 132 428 2513 106
internal_value=0 4.87602e-06 3.43104e-05 -3.65642e-06 -0.00150618 3.75878e-05 -0.000743932 0.000113038 -0.000550317 0.00023724 -5.32038e-05
internal_weight=0 3657 3608 3536 95 3441 302 3139 494 2645 218
internal_count=3724 3657 3608 3536 95 3441 302 3139 494 2645 218
is_linear=0
shrinkage=0.0995203


Tree=3056
num_leaves=18
num_cat=0
split_feature=17 4 29 20 20 20 9 21 9 9 18 18 0 8 0 8 30
split_gain=0.0200437 0.0402873 0.0163814 0.0163739 0.0485316 0.0459895 0.043885 0.0518208 0.045778 0.0686983 0.050467 0.0388201 0.0237344 0.0232092 0.031602 0.0221058 0.0201707
threshold=-0.55380499999999999 0.10252500000000002 0.12330000000000002 -0.081564999999999985 -0.08237499999999999 -0.080324999999999994 0.083925000000000013 0.083545000000000022 0.08709500000000002 0.08895500000000002 -0.078409999999999994 -1.0000000180025095e-35 -0.13955999999999999 0.093085000000000015 -0.066264999999999991 0.056535000000000009 0.098380000000000009
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 11 7 -2 10 -10 -8 -5 -9 15 -15 16 -7
right_child=2 -3 -4 5 -6 13 8 12 9 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=8.6187730988652292e-05 -0.003155702810520248 -0.0035590688767403772 0.0017005889158972164 0.000139502897830197 -0.0032247514301610861 4.136257393311476e-05 0.0039190977049399613 -0.0015695678000017302 -0.0033224818241122645 0.00058216621340146659 -0.00023473176967237115 0.004122951676559284 0.0011320391326958364 -0.00051810466265760568 0.002427536373665998 -0.0020525781204629363 -0.0018850075151341131
leaf_weight=82 89 47 57 47 57 2541 66 57 57 205 51 51 74 60 89 53 55
leaf_count=82 89 47 57 47 57 2541 66 57 57 205 51 51 74 60 89 53 55
internal_value=0 -0.00123558 2.68317e-05 0 -0.000448979 0.000101669 -0.000183473 -0.00130251 0.00046394 -0.000264194 0.00210146 0.00222088 -3.72203e-05 2.71506e-05 0.00123588 -4.05285e-05 2.34273e-07
internal_weight=0 129 3609 3552 656 2896 599 220 379 262 117 98 131 2798 149 2649 2596
internal_count=3738 129 3609 3552 656 2896 599 220 379 262 117 98 131 2798 149 2649 2596
is_linear=0
shrinkage=0.0995203


Tree=3057
num_leaves=19
num_cat=0
split_feature=5 0 17 17 17 3 3 11 9 9 9 5 26 9 5 30 9 6
split_gain=0.0190298 0.0160056 0.0169967 0.0348631 0.0599346 0.0676658 0.142907 0.0566569 0.033993 0.0957078 0.0837306 0.0623219 0.0985474 0.056778 0.0338571 0.028687 0.0300642 0.0308293
threshold=-0.55105499999999996 -0.23177499999999998 0.0041300000000000009 -0.013125 -0.010655 0.084550000000000028 0.085195000000000007 -1.0000000180025095e-35 0.08938500000000002 0.08846500000000003 0.090255000000000016 -0.0071849999999999995 0.087170000000000011 0.091405000000000028 0.058505000000000008 0.087435000000000027 -0.093949999999999992 -0.095814999999999997
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 7 -7 -6 9 11 -10 12 -4 -12 -15 16 -3 -18
right_child=1 2 8 4 5 6 -8 -9 10 -11 13 -13 -14 14 -16 -17 17 -19
leaf_value=0.0018940477209454937 -0.0014338699880635647 -0.002616435066499224 -0.0011070157810207034 0.0038420752954475869 0.0011761836400967561 0.0061313657524619085 0.00046360899766143969 -0.0027718497071573958 0.0041688634186954881 -0.0047791865871215367 -0.0031993750945686693 -0.003614598913119561 0.0022578483014383641 -0.00012916399325331785 0.0026042661517136204 0.0016409040188535529 0.0011967911267469283 -0.00027778348801135348
leaf_weight=51 80 50 264 55 55 48 544 103 48 57 55 54 128 371 51 87 155 1482
leaf_count=51 80 50 264 55 55 48 544 103 48 57 55 54 128 371 51 87 155 1482
internal_value=0 -4.1477e-05 -1.03681e-05 0.000125791 0.000669131 0.000435356 0.00092454 -0.00139235 -0.000352754 -0.000937711 0.000206132 -0.000444924 -6.19618e-06 -0.000190918 0.00019924 -0.000120303 -0.000211615 -0.000137663
internal_weight=0 3687 3607 2579 805 750 592 158 1028 503 525 446 392 477 422 1774 1687 1637
internal_count=3738 3687 3607 2579 805 750 592 158 1028 503 525 446 392 477 422 1774 1687 1637
is_linear=0
shrinkage=0.0995203


Tree=3058
num_leaves=17
num_cat=0
split_feature=8 17 3 2 8 27 27 5 5 0 9 3 5 17 4 0
split_gain=0.0186002 0.0177942 0.0450342 0.0158066 0.0363458 0.0269007 0.0210071 0.0177415 0.0856317 0.132354 0.0659968 0.0499508 0.0605972 0.0302799 0.0262619 0.0194779
threshold=-0.51030999999999993 -0.55380499999999999 0.10457000000000002 -0.14091999999999996 0.10528000000000003 0.076710000000000014 0.08988500000000002 -0.14653999999999998 -0.11065499999999999 -0.094139999999999988 -0.147755 0.14721500000000004 -0.39954499999999998 0.0036400000000000009 0.13662500000000002 0.12512500000000001
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 -3 -7 11 9 -9 -10 12 14 -14 -5 -12
right_child=1 3 -4 7 -6 6 -8 8 10 -11 15 -13 13 -15 -16 -17
leaf_value=0.0014780274884393361 0.00067424391922492907 -0.0014699945388017396 -0.0030656553342737983 6.3336245206764607e-05 0.0029201996466555889 0.0022103552959670397 -0.00053263420621904719 -0.00060057983887920868 -0.0038028449791478098 0.0066671550316888522 -4.1210343954809913e-05 0.0018594112094954026 -0.0043573474661011621 -0.0012075851405423295 -0.0023968484935616868 0.001803256417639793
leaf_weight=81 63 69 64 302 59 64 48 51 46 48 2540 72 64 59 50 58
leaf_count=81 63 69 64 302 59 64 48 51 46 48 2540 72 64 59 50 58
internal_value=0 -4.65852e-05 -0.00120398 -4.71319e-06 0.00077475 7.08808e-05 0.00102748 -6.18225e-05 4.11012e-05 0.0029149 -6.61938e-05 -0.000579443 -0.000950845 -0.00285314 -0.000283796 0
internal_weight=0 3657 127 3530 240 181 112 3290 2743 99 2644 547 475 123 352 2598
internal_count=3738 3657 127 3530 240 181 112 3290 2743 99 2644 547 475 123 352 2598
is_linear=0
shrinkage=0.0995203


Tree=3059
num_leaves=12
num_cat=0
split_feature=8 17 3 17 2 21 8 21 17 17 5
split_gain=0.015083 0.0146113 0.0214573 0.0194224 0.0587589 0.0186128 0.0430353 0.0164985 0.0162552 0.0507768 0.0234126
threshold=-0.51030999999999993 -0.55026999999999993 0.10457000000000002 -0.53166999999999998 -0.08126499999999999 -0.091104999999999992 -0.081864999999999993 -0.085914999999999991 0.0041300000000000009 0.021725000000000005 0.066815000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -5 -7 10 -10 -9
right_child=1 3 -4 5 -6 7 -8 8 9 -11 -12
leaf_value=0.0013309339597799797 0.00013591414629149248 0.003966856286191426 -0.0021687311962731528 0.0010738222198144135 -0.00095198012367678057 0.0018362866209802357 -0.0028350670859011657 0.00029482794522337803 -0.0028301838600675818 -0.00015198073599810203 -0.00048644438829660683
leaf_weight=81 82 46 77 46 50 48 70 1759 76 919 484
leaf_count=81 82 46 77 46 50 48 70 1759 76 919 484
internal_value=0 -4.19713e-05 -0.000975024 2.06121e-07 0.00139644 -3.8953e-05 -0.00127793 4.53544e-06 -2.23656e-05 -0.00035737 0.000125878
internal_weight=0 3657 159 3498 96 3402 116 3286 3238 995 2243
internal_count=3738 3657 159 3498 96 3402 116 3286 3238 995 2243
is_linear=0
shrinkage=0.0995203


Tree=3060
num_leaves=27
num_cat=0
split_feature=26 26 21 21 9 5 2 2 2 2 18 26 0 0 5 26 5 18 5 20 26 2 26 17 9 3
split_gain=0.0276159 0.167645 0.0312538 0.026231 0.0502959 0.0816181 0.0301833 0.0245648 0.0631619 0.0435443 0.10061 0.156721 0.0774721 0.0575657 0.0386388 0.0550132 0.0525951 0.0409231 0.0731662 0.0383639 0.0450861 0.030887 0.0280478 0.0389191 0.0316694 0.0113047
threshold=0.11275500000000002 0.11624000000000002 0.10254500000000003 0.088010000000000019 0.11296000000000002 -0.080119999999999983 -0.078289999999999985 -0.076254999999999989 -0.077945 -0.06717999999999999 -0.082304999999999989 0.091765000000000027 -0.076154999999999987 -0.079284999999999994 -0.080724999999999991 0.0054200000000000012 -0.091729999999999992 0.089365000000000014 -0.40421499999999994 0.10634000000000003 -0.092795000000000002 -0.078670000000000004 0.10089500000000003 -0.56655999999999984 0.09227500000000001 0.093615000000000018
decision_type=2 2 2 2 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 -7 8 21 10 -9 -12 13 -13 16 19 17 18 -11 20 -16 22 23 -1 -25 -10
right_child=1 2 -4 -5 -6 6 -8 9 25 14 11 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=-0.002560701848204032 0.0063248234610219821 0.0042184308802242602 -0.0016156833731798175 0.0025667602332988069 -0.0023931942265521585 -0.002405978602698919 0.00084908855002304719 -0.0052141256517925947 0.0013259543712104043 -8.0857307230650848e-05 0.0035658762618538029 -0.0031540628987963967 -0.0055694052175533091 0.0018200504889743111 0.0025970450166012513 0.0032854003115201764 -0.0039256613012909093 0.0020396388164210396 -0.0035313464882987928 0.0027685306566977877 -0.00058834892984636726 -0.0024279058895722147 0.0019259579773472624 -0.00011547945097442794 0.00097467741443293444 0.0033998650800615422
leaf_weight=57 48 53 84 53 59 48 68 58 49 293 64 46 49 46 50 61 47 58 77 48 365 50 78 1460 322 60
leaf_count=57 48 53 84 53 59 48 68 58 49 293 64 46 49 46 50 61 47 58 77 48 365 50 78 1460 322 60
internal_value=0 0.000795502 6.61144e-05 0.000571772 0.000104433 0.000981231 -0.000490779 -6.70998e-05 0.000143102 -0.000413532 -0.00155311 -0.000513321 -0.00237068 -0.000658108 -0.000112702 0.000475616 -0.000763433 -0.000414266 -0.000801145 0.00010366 -0.000202594 1.34612e-05 7.75651e-05 -3.88231e-07 8.1048e-05 0.00247507
internal_weight=0 413 365 281 228 169 116 3338 2076 1262 263 205 141 92 999 524 475 428 370 463 415 1967 1917 1839 1782 109
internal_count=3751 413 365 281 228 169 116 3338 2076 1262 263 205 141 92 999 524 475 428 370 463 415 1967 1917 1839 1782 109
is_linear=0
shrinkage=0.0995203


Tree=3061
num_leaves=18
num_cat=0
split_feature=8 8 17 2 8 27 18 26 3 5 18 2 6 1 23 6 26
split_gain=0.0242504 0.0373121 0.0596085 0.0536825 0.0266722 0.0664777 0.0912773 0.0298015 0.140874 0.0375444 0.0530517 0.061061 0.0250244 0.024999 0.0318583 0.0350592 0.0286074
threshold=-0.26194999999999996 -0.42187000000000002 -0.0064000000000000003 0.42136500000000005 -0.10337499999999999 0.078065000000000023 0.090725000000000014 0.11275500000000002 0.093535000000000021 0.030400000000000007 0.11061000000000003 -0.062394999999999999 -0.093155000000000002 0.51613500000000012 -0.022119999999999997 -0.40707999999999994 0.096275000000000013
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 -2 13 -9 10 11 -10 -7 14 -6 -16 -17
right_child=4 -3 3 -5 7 12 -8 8 9 -11 -12 -13 -14 -15 15 16 -18
leaf_value=0.0024625262297507848 0.0053264083167466727 -0.0028992457559868989 0.00058874990553873033 -0.0038227744805940235 0.0022484414506263924 0.00098923091620081683 -0.00047024496116539416 0.0045821566047238964 -0.0049527732945451363 0.0018461579347833106 0.00085892032083605282 -0.0001103894481459476 -0.0018820059400446111 -0.0020289946070597155 -0.0027835692020991864 5.5164053183695155e-05 -0.0010879254207791008
leaf_weight=57 64 69 57 52 59 58 46 79 50 65 89 54 62 64 47 2542 237
leaf_count=57 64 69 57 52 59 58 46 79 50 65 89 54 62 64 47 2542 237
internal_value=0 -0.000953579 -0.000139905 -0.00150832 9.05374e-05 0.00112666 0.00289491 1.77661e-05 0.000904555 -0.00021836 -0.000917906 -0.00244633 -0.00048742 -8.3295e-05 -3.98483e-05 -8.7912e-05 -4.20269e-05
internal_weight=0 235 166 109 3516 230 110 3286 337 258 193 104 120 2949 2885 2826 2779
internal_count=3751 235 166 109 3516 230 110 3286 337 258 193 104 120 2949 2885 2826 2779
is_linear=0
shrinkage=0.0995203


Tree=3062
num_leaves=19
num_cat=0
split_feature=8 8 17 2 2 26 26 1 3 8 2 7 3 26 21 26 26 17
split_gain=0.0196486 0.030265 0.0483162 0.0435516 0.0234647 0.0205773 0.127219 0.0271926 0.118587 0.0465041 0.0355167 0.0187414 0.0199282 0.0752188 0.0727288 0.0550007 0.0408266 0.0324929
threshold=-0.26194999999999996 -0.42187000000000002 -0.0064000000000000003 0.42136500000000005 0.13896000000000006 0.11275500000000002 0.11624000000000002 -0.076329999999999995 0.09697500000000002 -0.060034999999999998 -0.078670000000000004 -0.074334999999999998 0.11275500000000002 -0.019129999999999998 0.11987500000000002 0.091765000000000027 -0.077514999999999987 -0.54752499999999993
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 11 -7 10 -9 -10 -8 -2 14 16 17 -15 -14 -13
right_child=4 -3 3 -5 -6 6 7 8 9 -11 -12 12 13 15 -16 -17 -18 -19
leaf_value=0.0022174550375557568 -0.0018700626785832617 -0.0026107122219042366 0.00053015754104454311 -0.0034423313066755581 0.0022672077435955617 0.0055325081480399807 -0.00036251611640145164 -0.0050831877384328863 0.0032749204864299668 -0.00040134448371658977 0.0033101534529970198 -0.0014611434176735041 0 0.0034195288941867791 -0.0034422500663417615 0.00035684533014563566 -0.0033870403676468006 6.7651686800486918e-05
leaf_weight=57 54 69 57 52 48 48 55 46 47 123 49 146 140 112 63 122 47 2416
leaf_count=57 54 69 57 52 48 48 55 46 47 123 49 146 140 112 63 122 47 2416
internal_value=0 -0.000858332 -0.000125001 -0.00135747 8.15039e-05 5.10159e-05 0.000754702 3.54724e-05 -0.000598476 0.00061022 0.00136001 -3.22544e-05 5.78134e-08 0.000635955 -0.000101616 0.00182624 -0.000849119 -1.91498e-05
internal_weight=0 235 166 109 3516 3468 368 320 216 170 104 3100 3046 421 2625 234 187 2562
internal_count=3751 235 166 109 3516 3468 368 320 216 170 104 3100 3046 421 2625 234 187 2562
is_linear=0
shrinkage=0.0995203


Tree=3063
num_leaves=25
num_cat=0
split_feature=18 18 18 18 18 18 1 5 5 18 5 18 9 20 9 26 9 1 9 18 9 4 18 1
split_gain=0.0160915 0.0900868 0.0600559 0.0371794 0.115518 0.0974203 0.0888103 0.0287535 0.14412 0.128569 0.028461 0.0579749 0.026189 0.0307221 0.0192671 0.0157047 0.022812 0.0568633 0.0491891 0.0296717 0.0336243 0.0300956 0.00869077 0.00467734
threshold=0.09679500000000002 0.093865000000000018 0.10189500000000003 0.086065000000000016 0.089775000000000021 0.088250000000000009 -0.080349999999999991 -0.091729999999999992 -0.070260000000000003 0.077940000000000023 -0.040404999999999996 -0.042474999999999999 -0.25326499999999996 -0.06470999999999999 -0.089649999999999994 0.11861500000000001 0.094435000000000033 -0.064534999999999995 0.091690000000000021 0.11906500000000002 0.08597500000000001 0.08167000000000002 0.13613500000000003 -0.025004999999999999
decision_type=2 2 2 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 7 5 -5 -6 9 -9 12 11 -10 -1 -14 -12 16 18 -18 19 20 -4 -21 -17 -8
right_child=2 -3 15 4 6 -7 23 8 10 -11 14 -13 13 -15 -16 22 17 -19 -20 21 -22 -23 -24 -25
leaf_value=-0.0024341872685725032 -0.0033088472130842878 0.0041028905959803654 -0.0035041898829328839 0.00079586970593135986 -0.0042784207945266344 0.006344992644149919 0.0017113832246878013 0.0053500840734062348 -0.0040079418854100917 -0.0056910321652446421 0.0015568234441705226 0.00024152059647056492 -0.0010097162638803875 0.00040812707620258384 2.2926589341149995e-05 0.0019777646928378322 -0.0035273750031602157 0.0005084411382438454 0.0031250184058897673 -0.0010145632406879741 0.00015271443754166086 0.0017424084402617097 5.4132071076877629e-05 0.00026746203537857582
leaf_weight=51 65 55 52 69 48 58 46 51 52 46 85 81 234 428 1801 49 66 72 46 74 47 83 46 46
leaf_count=51 65 55 52 69 48 58 46 51 52 46 85 81 234 428 1801 49 66 72 46 74 47 83 46 46
internal_value=0 0.000110321 -0.000451942 3.91286e-05 0.00116189 0.00333656 -0.000805001 -6.65479e-05 0.000125248 -0.000590705 -6.32653e-06 -0.00141377 -0.000260503 -9.18076e-05 9.24918e-05 -0.000103311 -0.000355248 -0.0014158 0.000126665 -0.000408905 -0.00175982 0.00043773 0.00105494 0.000998321
internal_weight=0 3151 600 3096 267 127 140 2829 2070 759 2019 133 713 662 1886 535 440 138 302 256 99 157 95 92
internal_count=3751 3151 600 3096 267 127 140 2829 2070 759 2019 133 713 662 1886 535 440 138 302 256 99 157 95 92
is_linear=0
shrinkage=0.0995203


Tree=3064
num_leaves=26
num_cat=0
split_feature=29 2 2 26 26 26 26 2 1 9 6 6 1 26 6 3 30 5 5 29 18 2 2 3 3
split_gain=0.0486662 0.0368226 0.126575 0.0442215 0.0790156 0.067008 0.0599615 0.043179 0.1932 0.105489 0.0564923 0.148814 0.0981644 0.0420524 0.0333825 0.0842705 0.0620264 0.0411712 0.0816744 0.0705499 0.0688898 0.0384158 0.0297392 0.0242138 0.0351576
threshold=0.12330000000000002 -0.086050000000000001 -0.086414999999999992 0.087170000000000011 0.085635000000000031 0.088685000000000028 0.083760000000000015 -0.080604999999999996 0.061835000000000008 0.09253500000000002 0.087075000000000027 0.089090000000000016 -0.082195000000000004 0.080935000000000021 -0.25061999999999995 0.014805000000000004 0.082470000000000029 -0.041054999999999994 -0.034484999999999995 -0.069074999999999984 0.086800000000000016 -0.077945 -0.087444999999999995 0.090360000000000024 0.097595000000000029
decision_type=2 2 2 2 2 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 -5 13 8 9 10 12 -12 -3 -1 15 -9 -17 19 -19 -16 -21 -20 -8 -7 -25
right_child=-2 7 -4 5 -6 23 22 14 -10 -11 11 -13 -14 -15 17 16 -18 18 21 20 -22 -23 -24 24 -26
leaf_value=-0.00012381960703951306 0.0028688025959258587 0.0037775553409423344 0.0053476195110201971 0.0039104000301168462 -0.0039851368971521748 -0.00099857869691528912 0.0040640460189452403 0.0017238483753996327 -0.0062510102541217753 -0.0047572248040133559 -0.0041068731818876712 0.00052525625298427035 -0.00016863734431752349 -0.0029844281402031723 -0.0026694046726456391 -0.004393882005058399 -0.00013709263066978694 -0.0044149850963889174 -0.0018952082910238292 0.001871923923073951 -2.6233719018014146e-05 7.919465387913652e-05 0.00062830251249186022 0.0032808421418027674 -0.00038482591179865463
leaf_weight=422 53 76 48 67 54 85 46 63 63 54 112 177 348 58 62 83 58 48 113 341 424 712 56 47 57
leaf_count=422 53 76 48 67 54 85 46 63 63 54 112 177 348 58 62 83 58 48 113 341 424 712 56 47 57
internal_value=0 -0.000167923 0.000368973 0.000100146 -0.00034342 0.00120533 -4.1219e-06 -0.000352817 -0.000951944 -0.000515621 -0.000193229 -0.00126706 0.000536769 -0.000471182 -9.12133e-05 -0.00129432 -0.00264867 5.26779e-05 -0.000423473 0.000556303 0.000818803 -0.000190247 0.00218578 0.000242054 0.0012639
internal_weight=0 3674 940 892 636 256 582 2734 830 767 713 289 424 480 1904 204 141 1700 873 827 765 825 102 189 104
internal_count=3727 3674 940 892 636 256 582 2734 830 767 713 289 424 480 1904 204 141 1700 873 827 765 825 102 189 104
is_linear=0
shrinkage=0.0995203


Tree=3065
num_leaves=19
num_cat=0
split_feature=29 5 17 6 26 5 5 0 0 5 8 20 5 20 20 18 26 20
split_gain=0.0394661 0.0292424 0.0673583 0.119394 0.0517601 0.0469989 0.0406806 0.0386175 0.0827295 0.0617333 0.0596579 0.0470509 0.0375867 0.0473256 0.0639112 0.0458131 0.0357103 0.0276921
threshold=0.12330000000000002 -0.094469999999999985 -0.0082649999999999998 -0.095814999999999997 -0.088059999999999986 -0.091229999999999992 -0.087969999999999993 -0.08892499999999999 -0.09466999999999999 -0.45822499999999994 -0.057284999999999996 -0.080869999999999984 -0.082179999999999989 -0.08323499999999999 -0.092114999999999989 0.093060000000000018 -0.14033499999999999 -0.076005000000000003
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 16 -3 -7 8 11 -9 -11 -6 15 14 -14 -8 -4 -15
right_child=-2 5 4 -5 7 6 12 9 -10 10 -12 -13 13 17 -16 -17 -18 -19
leaf_value=0.00045897058038530823 0.0025832989440860766 0.0023248517694240711 0.00013399995607244646 -0.0065122846200175886 -0.002726361736273462 -0.0022212919517255957 -0.00026997050817007592 0.00063236015227956808 0.0037969746665219889 -0.0044165407732204539 -0.00020640060538207141 -6.6111896607470199e-05 -9.767361532447552e-05 -0.0012009695860092282 0.0024559560688778288 0.004109561225765967 0.0037146128170745855 -0.00011973176585057912
leaf_weight=47 53 84 68 50 83 84 46 71 47 95 52 322 243 269 161 48 47 1857
leaf_count=47 53 84 68 50 83 84 46 71 47 95 52 322 243 269 161 48 47 1857
internal_value=0 -0.0001513 -0.000650851 -0.00312602 -0.000343958 6.21605e-06 -6.54039e-05 -0.000679617 -0.000152916 -0.00176792 -0.00293281 -0.00061332 3.29885e-06 -6.89909e-05 0.00091796 0.00195768 0.0016045 -0.000256924
internal_weight=0 3674 882 97 785 2792 2708 670 452 218 147 405 2624 2530 404 94 115 2126
internal_count=3727 3674 882 97 785 2792 2708 670 452 218 147 405 2624 2530 404 94 115 2126
is_linear=0
shrinkage=0.0995203


Tree=3066
num_leaves=23
num_cat=0
split_feature=29 1 20 1 20 2 3 7 26 20 3 3 6 9 20 2 5 2 18 9 3 9
split_gain=0.0320039 0.0303027 0.0390579 0.036447 0.0959248 0.068833 0.126546 0.0363096 0.0395737 0.0528816 0.133269 0.0735728 0.0621496 0.0451744 0.0326643 0.0268221 0.0390605 0.0299982 0.0229085 0.0184165 0.0521457 0.0152223
threshold=0.12330000000000002 0.0033150000000000007 -0.23803499999999997 -0.0090649999999999984 -0.085204999999999989 -0.083665000000000003 0.087745000000000031 0.069395000000000026 -0.054024999999999997 -0.080869999999999984 0.093835000000000016 0.13547000000000003 -0.045589999999999999 -0.087554999999999994 -0.09280999999999999 -0.08569499999999998 0.060575000000000011 -0.086304999999999993 0.086510000000000017 0.08758500000000001 0.11492500000000001 0.086115000000000011
decision_type=2 2 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 -6 -7 8 13 10 -10 12 -11 -3 18 17 -17 -16 21 -15 -21 -4
right_child=-2 7 3 4 5 6 -8 -9 9 11 -12 -13 -14 19 15 16 -18 -19 -20 20 -22 -23
leaf_value=0.0025534139274988104 0.0023262083596204412 -0.0019562301776789941 -0.0034031861657198349 0.0041318024789066795 -0.0030730305384274359 -0.0023968241480352634 0.0024482488690455739 0.0018474937193572439 -0.0070040547544984802 -0.00069743755920203675 -0.00038561225165806355 -0.0033541314737009563 0.0023721160539498369 0.0026249713906694376 0.00023425743221767447 -4.7730747767929584e-06 -0.0012208767718251998 0.0024477455647846035 0.00025680536274016687 -0.0013976605265481154 0.0030065685190067467 -0.00098974051050452149
leaf_weight=60 53 59 61 73 55 80 160 57 49 463 79 89 76 61 574 1059 348 68 47 63 46 47
leaf_count=60 53 59 61 73 55 80 160 57 49 463 79 89 76 61 574 1059 348 68 47 63 46 47
internal_value=0 -0.000136265 4.32802e-05 -1.49584e-05 0.000901522 9.93892e-05 0.000829813 -0.000590565 -0.000732482 -0.00107996 -0.00292563 -0.000702469 -0.000263106 0.000411077 -0.000168354 -6.25625e-05 -0.00030614 0.000469983 -0.00156156 0.00123749 0.000453495 -0.00236047
internal_weight=0 3674 2632 2572 368 295 240 1042 985 756 128 628 539 229 2204 2049 1407 642 155 170 109 108
internal_count=3727 3674 2632 2572 368 295 240 1042 985 756 128 628 539 229 2204 2049 1407 642 155 170 109 108
is_linear=0
shrinkage=0.0995203


Tree=3067
num_leaves=22
num_cat=0
split_feature=29 1 8 8 0 8 8 1 5 9 3 26 1 6 26 26 8 1 6 6 18
split_gain=0.0259528 0.0245774 0.0376945 0.0335963 0.0760674 0.0742003 0.072814 0.0534074 0.0517383 0.0867979 0.103021 0.0483087 0.0472158 0.0426427 0.0426043 0.0459144 0.0327417 0.0240494 0.0358854 0.102757 0.0845649
threshold=0.12330000000000002 0.0033150000000000007 -0.48834 -0.071594999999999992 -0.10806499999999999 -0.052214999999999998 -0.024819999999999998 0.40780000000000011 -0.45822499999999994 0.089025000000000021 0.092735000000000026 0.092050000000000021 0.5074550000000001 -0.047249999999999993 0.089150000000000021 0.056820000000000016 -0.36115499999999995 -0.000195 -0.094839999999999994 -0.092034999999999992 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
left_child=1 2 -1 4 14 -5 -7 13 -6 10 -10 -11 -9 -8 15 -3 -4 18 20 -20 -18
right_child=-2 3 16 5 8 6 7 12 9 11 -12 -13 -14 -15 -16 -17 17 -19 19 -21 -22
leaf_value=-0.0026397868362045139 0.0020947036690032047 0.00096109127774801791 0.0025172252010052737 0.0031736805378127573 0.00019794249634019323 -0.0040866795341809913 4.5943634534047021e-05 -0.0031876433560461383 -0.0019787563437217146 0.0012864993842731491 -0.0078123436449415587 -0.0026048468329710659 0.00055987024910994943 0.0028235477816083254 0.0031359643101692199 -0.0028478243276362667 -8.9324329140806326e-05 0.0017836423351985174 0.0046510141565190644 -2.8898251245730067e-06 -0.004940712164532555
leaf_weight=51 53 90 54 65 79 48 205 79 67 56 55 72 57 75 46 48 139 76 48 2216 48
leaf_count=51 53 90 54 65 79 48 205 79 67 56 55 72 57 75 46 48 139 76 48 2216 48
internal_value=0 -0.000122726 3.8942e-05 -0.00053187 -0.00110575 2.31012e-05 -0.000416488 5.02871e-06 -0.00201253 -0.00271432 -0.00461536 -0.000895988 -0.00161098 0.000792869 0.00051118 -0.000357817 9.21903e-05 4.00452e-05 -1.36859e-05 9.5418e-05 -0.00133898
internal_weight=0 3674 2632 1042 513 529 464 416 329 250 122 128 136 280 184 138 2581 2527 2451 2264 187
internal_count=3727 3674 2632 1042 513 529 464 416 329 250 122 128 136 280 184 138 2581 2527 2451 2264 187
is_linear=0
shrinkage=0.0995203


Tree=3068
num_leaves=13
num_cat=0
split_feature=5 20 5 36 20 0 5 0 4 29 1 10
split_gain=0.0170529 0.0269808 0.032726 0.0219515 0.0228086 0.0225957 0.0199803 0.0232606 0.048368 0.0298621 0.0308479 0.00313886
threshold=-0.52356999999999998 -0.042414999999999994 -0.54165499999999989 0.088655000000000025 -0.23598 -0.08076499999999999 0.62720500000000012 0.11291000000000002 0.088435000000000027 -0.088709999999999997 0.15756500000000004 0.085875000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 7 9 -9 -6 -11 -8
right_child=3 2 -4 -5 6 -7 11 8 -10 10 -12 -13
leaf_value=-0.0022523698556362408 1.8026628175582325e-05 0.0020921829775311664 -0.0016598072998642989 0.0017260980511107308 -0.0024300641505162544 -0.0030671685081498107 0.0020887939379138042 0.00015930877021767104 -0.0038907861295266648 -3.9654353135522103e-06 0.0010583706536159772 0.0008814427387012116
leaf_weight=84 46 46 46 75 47 47 46 79 46 2847 299 46
leaf_count=84 46 46 46 75 47 47 46 79 46 2847 299 46
internal_value=0 -0.000961988 0.00020729 4.14026e-05 5.09917e-06 -0.00153236 4.72699e-05 6.90836e-06 -0.00132458 5.929e-05 9.67402e-05 0.00149402
internal_weight=0 176 92 3578 3503 93 3410 3318 125 3193 3146 92
internal_count=3754 176 92 3578 3503 93 3410 3318 125 3193 3146 92
is_linear=0
shrinkage=0.0995203


Tree=3069
num_leaves=21
num_cat=0
split_feature=3 26 26 6 4 2 36 3 5 3 17 6 4 5 17 3 3 26 3 18
split_gain=0.0193023 0.0326993 0.0485485 0.0436099 0.0379864 0.0223975 0.0292063 0.022185 0.0168957 0.0663976 0.0394199 0.0370424 0.0360825 0.0349566 0.0213118 0.0789672 0.0766288 0.126088 0.0443355 0.043024
threshold=0.083725000000000022 0.091765000000000027 0.08488500000000003 0.079640000000000016 0.094025000000000011 -0.026175 0.088355000000000031 0.08400500000000001 0.30714500000000006 0.098455000000000029 -0.53447999999999996 -0.074569999999999984 0.09939000000000002 0.5124350000000002 -0.0064000000000000003 0.085195000000000007 0.085035000000000013 0.086215000000000028 0.086375000000000021 -0.089929999999999996
decision_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 -6 -7 -2 10 -10 -9 -11 13 -13 16 -16 17 -12 -17 -18
right_child=7 -3 -4 -5 5 6 -8 8 9 11 14 12 -14 -15 15 18 19 -19 -20 -21
leaf_value=0.0034317446549873825 -0.0021002511057429409 -0.001800615924634167 0.003787311239813968 -0.0019261719111047398 0.0019572564574829297 -0.0020093801515145083 0.0013567739076986538 -0.0030170540851988657 0.0040008476085047311 0.0026042897821738241 -5.8082389489401252e-05 -0.0033025879899326858 0.0013456309797073545 -0.00028183506149182913 0.0030318253989170536 -0.0022831121804269628 -0.0011565838876745776 -0.0061779828842011553 0.00012599478102299824 0.00021864645164787442
leaf_weight=54 53 46 53 58 57 57 46 46 49 48 81 54 81 130 90 80 298 57 1394 922
leaf_count=54 53 46 53 58 57 57 46 46 49 48 81 54 81 130 90 80 298 57 1394 922
internal_value=0 0.000676378 0.00102949 0.000489106 0.00114754 0.000371504 -0.000498101 -7.97869e-05 -4.73835e-05 0.000594103 -0.0001259 5.81633e-05 -0.000399933 -0.00117281 -8.01054e-05 0.000169982 -0.000368732 -0.0025918 -4.20199e-06 -0.000116599
internal_weight=0 371 325 272 214 160 103 3383 3330 362 2968 313 265 184 2922 1564 1358 138 1474 1220
internal_count=3754 371 325 272 214 160 103 3383 3330 362 2968 313 265 184 2922 1564 1358 138 1474 1220
is_linear=0
shrinkage=0.0995203


Tree=3070
num_leaves=23
num_cat=0
split_feature=3 26 26 6 26 3 3 1 2 0 3 0 3 3 20 6 5 3 0 2 20 0
split_gain=0.0156527 0.02653 0.039351 0.0353787 0.0329535 0.0286243 0.0179878 0.0157306 0.0153512 0.042045 0.0532656 0.0772755 0.0341851 0.0350574 0.0473076 0.0420108 0.0321537 0.0284281 0.0234373 0.0353456 0.0321769 0.0418255
threshold=0.083725000000000022 0.091765000000000027 0.08488500000000003 0.079640000000000016 -0.077514999999999987 -0.03893499999999999 0.08400500000000001 -0.01538 0.097745000000000012 -0.113275 0.10174000000000002 -0.14824999999999997 0.097595000000000029 0.10749000000000002 -0.054159999999999993 -0.0040799999999999994 -0.09583499999999999 0.11426500000000002 -0.100285 -0.079604999999999995 -0.16295499999999999 -0.092134999999999995
decision_type=2 2 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 -2 -1 9 10 11 16 -10 -14 -15 -16 -8 -12 19 -11 -20 -22
right_child=6 -3 -4 -5 5 -7 8 -9 12 18 17 -13 13 14 15 -17 -18 -19 20 -21 21 -23
leaf_value=0.0013122914170826099 -0.0018912337741337612 -0.001621418393812653 0.003410397255185348 -0.0017344789204050458 0.00060066828754070983 0.0040097033164021457 -0.0025564936544015767 -0.0010622559170707609 0.0029945235362347023 0.0032566496051401107 0.0014658888017273881 -0.0052819324616886374 -0.0018070456532362825 0.0025699513223931551 -0.0010189067132423946 0.0022625982720072663 0.000669159371145875 -0.0015309235478315505 -0.0022792822020399244 -0.000121452035190241 -0.0013947079651940772 0.00012182326748154462
leaf_weight=46 53 46 53 58 48 51 59 69 49 54 81 59 70 90 150 52 63 51 63 70 196 2223
leaf_count=46 53 46 53 58 48 51 59 69 49 54 81 59 70 90 150 52 63 51 63 70 196 2223
internal_value=0 0.000609065 0.000927283 0.00044043 0.00103372 0.00236511 -7.18706e-05 -0.000105318 -4.26679e-05 -0.000123075 -0.00121294 -0.00232216 0.000526407 0.000190063 0.000671626 -0.00017011 -0.000884078 0.000301828 7.5118e-06 0.00134306 -5.88818e-05 -7.15615e-07
internal_weight=0 371 325 272 214 99 3383 115 3330 2919 313 181 411 362 292 202 122 132 2606 124 2482 2419
internal_count=3754 371 325 272 214 99 3383 115 3330 2919 313 181 411 362 292 202 122 132 2606 124 2482 2419
is_linear=0
shrinkage=0.0995203


Tree=3071
num_leaves=17
num_cat=0
split_feature=3 2 10 9 9 4 3 7 9 3 9 2 20 2 4 4
split_gain=0.0126933 0.0217215 0.0327023 0.0309549 0.026846 0.0390593 0.0145846 0.0152457 0.0153108 0.0519269 0.0326167 0.128109 0.0305727 0.0356308 0.0259564 0.0329989
threshold=0.083725000000000022 -0.085209999999999994 0.07635500000000002 0.082335000000000019 -0.081559999999999994 0.11541000000000003 0.08400500000000001 -0.074779999999999999 0.094085000000000016 0.092395000000000019 0.092855000000000021 -0.080644999999999994 0.0033350000000000007 -0.049174999999999996 0.14123000000000005 0.079225000000000018
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 -2 -8 10 -10 14 -12 13 -11 15 -9
right_child=6 3 -4 -5 -6 -7 7 8 9 12 11 -13 -14 -15 -16 -17
leaf_value=0.0027590585126809767 -0.0017030177964262928 -0.0026319079292699281 -0.0001825657263258506 -0.0022310933926691029 0.0019392355102217426 0.001464248616328361 0.0014585169899355346 5.8922983095639064e-05 0.0035484307402043401 0.00055402181602562275 -0.0057766550417354089 0.00087176155089287004 -0.0017618248829602023 -0.0017370630786379257 0.001983558585514706 -0.00081064443041805299
leaf_weight=85 53 46 66 51 77 46 66 1666 46 640 48 71 78 75 57 583
leaf_count=85 53 46 66 51 77 46 66 1666 46 640 48 71 78 75 57 583
internal_value=0 0.00054845 0.00146789 -7.89018e-05 0.000565733 -0.000574932 -6.47421e-05 -3.84216e-05 -6.89414e-05 0.000297117 -0.000195928 -0.00180307 0.000107484 0.000312553 -0.000112637 -0.000166128
internal_weight=0 371 151 220 169 92 3383 3330 3264 839 2425 119 793 715 2306 2249
internal_count=3754 371 151 220 169 92 3383 3330 3264 839 2425 119 793 715 2306 2249
is_linear=0
shrinkage=0.0995203


Tree=3072
num_leaves=12
num_cat=0
split_feature=20 2 17 5 3 6 0 21 0 21 0
split_gain=0.0560471 0.0312801 0.0332454 0.0589461 0.0633224 0.0550824 0.0279197 0.0197829 0.0271467 0.0208751 0.0211463
threshold=-0.41270499999999993 0.11241000000000002 -0.092124999999999999 -0.41880499999999998 0.10997000000000003 -1.0000000180025095e-35 0.16362500000000005 -0.091869999999999993 -0.22163999999999998 -0.086690000000000003 -0.086304999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -5 7 -2 -9 -10 -11
right_child=1 2 3 5 -6 -7 -8 8 9 10 -12
leaf_value=0.003418202872275958 0.0014727240549910793 0.0030620509005259838 -0.00092012707648842613 0.00083170630834629368 0.0035529659055021333 -0.0028290352883991667 0.0023073949737627492 -0.0018768285381649524 -0.002140448085026659 0.00027215180971660132 -0.00027871324681198463
leaf_weight=48 74 58 48 90 89 74 47 90 50 1050 2010
leaf_count=48 74 58 48 90 89 74 47 90 50 1050 2010
internal_value=0 -4.3948e-06 0.00087786 0.000454266 0.00197978 -0.0008151 -0.000100013 -0.000134823 -0.000172253 -0.000122661 -8.94234e-05
internal_weight=0 3680 359 301 137 164 3321 3274 3200 3110 3060
internal_count=3728 3680 359 301 137 164 3321 3274 3200 3110 3060
is_linear=0
shrinkage=0.0995203


Tree=3073
num_leaves=11
num_cat=0
split_feature=6 24 8 9 9 5 5 27 9 27
split_gain=0.0458109 0.0244064 0.0326963 0.0259551 0.0311318 0.0484616 0.0520664 0.0211948 0.0157338 0.0157414
threshold=0.23153500000000005 0.084270000000000025 -0.51030999999999993 -0.26414499999999996 -0.02614 -0.41397 -0.10586999999999999 0.096595000000000028 -0.0098899999999999995 0.079055000000000028
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 -5 -6 -10
right_child=-2 -3 3 4 8 6 -8 -9 9 -11
leaf_value=0.0021659075970191853 0.0027632937890671935 0.001805104812238226 -0.0022317166602686869 0.00049424003057279219 -0.0019342859266895237 0.0046165277021938235 0.00088733884739743054 -0.0025149641229838004 -0.00017297945804306951 0.00078267228428520561
leaf_weight=65 60 72 55 46 48 48 167 46 2940 181
leaf_count=65 60 72 55 46 48 48 167 46 2940 181
internal_value=0 -8.84756e-06 -4.53946e-05 -8.6333e-05 -5.21515e-05 0.000904379 0.00172371 -0.00100146 -0.000145075 -0.000117295
internal_weight=0 3668 3596 3531 3476 307 215 92 3169 3121
internal_count=3728 3668 3596 3531 3476 307 215 92 3169 3121
is_linear=0
shrinkage=0.0995203


Tree=3074
num_leaves=15
num_cat=0
split_feature=20 2 0 5 8 3 0 2 3 36 29 8 4 4
split_gain=0.04087 0.0238056 0.0277846 0.0389028 0.0406288 0.0270366 0.0220681 0.017427 0.0464304 0.016554 0.0195539 0.0309515 0.0215491 0.00868698
threshold=-0.41270499999999993 0.11241000000000002 -0.13417999999999999 -0.50544999999999984 -0.409445 0.12732500000000005 0.16362500000000005 0.094050000000000022 0.088605000000000017 0.090760000000000021 -0.081974999999999992 -0.071344999999999992 0.10777500000000002 0.14095000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 -5 -4 7 9 -9 10 11 -2 -12 -7
right_child=1 2 5 4 -6 13 -8 8 -10 -11 12 -13 -14 -15
leaf_value=0.0029173057259545675 0.0026696635724382197 -0.00013998892619388292 0.0011532243511302206 0.0007665995700292228 0.0047521784268258656 -0.0022304056175777957 0.0020514038508507816 0.001133629376371756 -0.0028109785869250537 -0.0017400574013792332 -2.5665828308269717e-05 -0.00034651499643521062 -0.0011271178407252403 -0.0003132096194297583
leaf_weight=48 66 69 91 48 55 46 47 48 76 58 2770 68 188 50
leaf_count=48 66 69 91 48 55 46 47 48 76 58 2770 68 188 50
internal_value=0 -5.35653e-06 0.000764271 0.00167737 0.00290277 -7.12074e-05 -8.87997e-05 -0.000119774 -0.00127743 -7.39423e-05 -4.24244e-05 0.00113296 -9.5947e-05 -0.00124039
internal_weight=0 3680 359 172 103 187 3321 3274 124 3150 3092 134 2958 96
internal_count=3728 3680 359 172 103 187 3321 3274 124 3150 3092 134 2958 96
is_linear=0
shrinkage=0.0995203


Tree=3075
num_leaves=12
num_cat=0
split_feature=6 24 30 27 21 36 6 29 1 0 0
split_gain=0.0332381 0.0202713 0.017161 0.0393533 0.0269682 0.0158687 0.0130973 0.0197703 0.0287762 0.0583537 0.032581
threshold=0.23153500000000005 0.084270000000000025 0.086015000000000022 0.10402500000000002 0.086925000000000016 0.084955000000000017 -0.47103 -0.080349999999999991 0.066150000000000028 -0.13752999999999999 -0.10096999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 -1 -8 10 -10 -9
right_child=-2 -3 3 -5 -6 -7 7 8 9 -11 -12
leaf_value=-0.0014094009068621768 0.0023523083459676213 0.0016441665752552749 0.0039511167772439647 -0.0014751220999449702 0.00017885174771297671 0.0013286608646353305 -0.0015502164770606539 -0.0011354102098743869 0.0024479069004752019 -2.2182727522651449e-05 -3.1309719429317648e-05
leaf_weight=74 60 72 48 57 80 46 87 297 134 321 2452
leaf_count=74 60 72 48 57 80 46 87 297 134 321 2452
internal_value=0 -8.96279e-06 -4.22898e-05 0.000787086 0.00153286 0.0026765 -9.9468e-05 -6.97647e-05 -2.93096e-05 0.000703473 -0.000150894
internal_weight=0 3668 3596 231 174 94 3365 3291 3204 455 2749
internal_count=3728 3668 3596 231 174 94 3365 3291 3204 455 2749
is_linear=0
shrinkage=0.0995203


Tree=3076
num_leaves=12
num_cat=0
split_feature=27 26 9 7 10 9 9 9 19 17 9
split_gain=0.0138427 0.0153476 0.0417354 0.0155073 0.0206762 0.0227559 0.0488621 0.0468256 0.0352913 0.0311939 0.0266273
threshold=-0.032854999999999995 0.29612500000000008 0.11156500000000001 0.093110000000000012 0.090005000000000016 0.094835000000000017 0.094010000000000024 0.096385000000000012 0.0069650000000000016 -1.0000000180025095e-35 0.093335000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 10 9 -9 -7 -2
right_child=1 2 -4 -5 -6 7 -8 8 -10 -11 -12
leaf_value=0.0012736615937220619 -4.4978719134078298e-05 -0.0032582461778706343 0.00067211597860371915 0.0016131030342451563 -0.001747064375424888 0.0038239547775356063 -0.0025906646857725524 0.00051721609855557248 -0.0017133550092562455 0.00069757211312757787 0.0021108907321327154
leaf_weight=89 2615 50 57 62 64 65 74 455 83 63 58
leaf_count=89 2615 50 57 62 64 65 74 455 83 63 58
internal_value=0 1.70956e-05 -0.00115685 5.28207e-05 2.47631e-05 5.8228e-05 -6.80367e-05 0.000580252 0.000171573 0.00229158 1.49412e-06
internal_weight=0 3646 107 3539 3477 3413 2747 666 538 128 2673
internal_count=3735 3646 107 3539 3477 3413 2747 666 538 128 2673
is_linear=0
shrinkage=0.0995203


Tree=3077
num_leaves=26
num_cat=0
split_feature=18 18 5 5 18 5 0 18 9 17 6 17 17 11 17 9 2 2 26 9 1 2 29 26 2
split_gain=0.0142561 0.0264515 0.0273897 0.116177 0.152605 0.0562751 0.0362685 0.0363044 0.0846379 0.0645744 0.0432182 0.0286407 0.0246227 0.0365868 0.0602454 0.0316367 0.0309408 0.0568465 0.0373991 0.0434699 0.054952 0.0309738 0.0306739 0.0304516 0.0225265
threshold=-1.0000000180025095e-35 -0.007069999999999999 -0.021235 -0.025879999999999997 -0.082304999999999989 -0.055004999999999991 -0.14795 -0.064960000000000004 0.095950000000000021 0.2590050000000001 -0.011749999999999998 0.0053950000000000014 0.060860000000000011 -0.085754999999999984 0.047990000000000012 -0.078344999999999984 0.14153500000000005 -0.021165 0.08709500000000002 0.096305000000000016 -0.062804999999999986 -0.082404999999999992 0.088460000000000025 -0.10954 -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 2 2 2 2
left_child=1 2 3 4 -1 -6 -4 9 10 11 -9 -8 13 15 22 -2 17 18 21 20 -20 -14 23 -15 -25
right_child=12 -3 6 -5 5 -7 7 8 -10 -11 -12 -13 16 14 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26
leaf_value=-0.004493597834083712 -0.0031347815518831036 -0.0018498810900388393 -0.0027898875887217077 0.0054111067942319577 -0.00043518574512579433 0.0034791627167166717 0.00012289708053116712 0.0018671452071240197 -0.0048009919525636331 0.0030168604070130497 -0.00090201393870241139 -0.0019297233949463555 -0.00010524441791728743 0.0025987148320604217 0.003172735669589275 0.00014216773738145983 0.0016901631101077263 -0.0028908044724745125 -0.0038832675460759337 0.0013334276916807971 -3.5856715413631809e-05 0.0031246937390882268 -0.0019705772258165788 -0.00047240777144275841 0.00062714158270856673
leaf_weight=57 50 87 53 46 70 75 864 68 49 74 309 73 65 66 84 69 62 91 68 62 81 53 51 233 875
leaf_count=57 50 87 53 46 70 75 864 68 49 74 309 73 65 66 84 69 62 91 68 62 81 53 51 233 875
internal_value=0 -0.000156064 -7.08045e-05 0.000896901 -0.000127034 0.00158383 -0.000232422 -0.000137527 -0.000908463 0.000186509 -0.000400365 -3.61453e-05 0.000232804 0.000440668 0.000592974 -0.00122782 -0.000381326 -0.000689067 -7.75871e-05 -0.000873432 -0.00179722 0.00133855 0.000415408 0.000519756 0.00039518
internal_weight=0 1825 1738 248 202 145 1490 1437 426 1011 377 937 1910 1428 1309 119 482 420 329 211 149 118 1225 1174 1108
internal_count=3735 1825 1738 248 202 145 1490 1437 426 1011 377 937 1910 1428 1309 119 482 420 329 211 149 118 1225 1174 1108
is_linear=0
shrinkage=0.0995203


Tree=3078
num_leaves=41
num_cat=0
split_feature=26 18 18 18 3 3 3 3 3 17 26 5 0 3 0 0 3 6 0 26 5 9 17 17 3 5 3 9 3 0 9 8 9 9 5 8 17 18 18 3
split_gain=0.0134634 0.0346255 0.0771094 0.0474055 0.0762705 0.0352168 0.235472 0.0578755 0.054775 0.0413652 0.146448 0.0668639 0.0846292 0.0348748 0.0310484 0.0806693 0.0697015 0.120616 0.0506041 0.0446405 0.0482685 0.0421859 0.0611181 0.160244 0.156814 0.051965 0.0871998 0.0762832 0.0409727 0.0549191 0.0435169 0.0312641 0.0289312 0.0253583 0.0398591 0.0314052 0.0252827 0.0411392 0.0350026 0.0240328
threshold=0.087745000000000031 -0.089024999999999993 -0.090899999999999995 -0.085709999999999995 0.087385000000000032 0.08622500000000001 0.086965000000000028 0.087925000000000017 0.088605000000000017 -0.011809999999999999 0.085740000000000025 -0.091229999999999992 -0.086304999999999993 0.08345000000000001 -0.071799999999999989 -0.073664999999999994 0.10038500000000002 0.089985000000000023 -0.067345000000000002 0.096155000000000018 0.089620000000000019 0.09310000000000003 -0.017704999999999995 -0.0096999999999999986 0.086015000000000022 0.0053250000000000016 0.088685000000000028 0.087885000000000019 0.096385000000000012 -0.087724999999999984 0.094375000000000028 -0.057284999999999996 0.09667000000000002 0.093425000000000022 0.51390500000000017 0.0012600000000000003 -0.096019999999999994 -0.095799999999999982 -0.16980499999999998 0.083055000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 33 4 -3 9 -7 -8 -9 10 13 39 -13 -5 15 21 17 -16 -18 -20 31 22 25 -24 -25 26 -2 -27 30 -30 -23 -21 -31 35 -35 36 38 -38 -1 -11
right_child=14 3 -4 5 -6 6 7 8 -10 11 -12 12 -14 -15 16 -17 18 -19 19 20 -22 28 23 24 -26 27 -28 -29 29 32 -32 -33 -34 34 -36 -37 37 -39 -40 -41
leaf_value=0.0013900314960363473 -0.00060029185549874777 -0.00030928903938767712 -0.0041868828399303443 0.00040742024961320746 0.0052591703597294299 0.0070664046798915555 -0.0025394471061564116 0.0037416863912778943 0.00029264768984997266 -0.00076652136718273023 0.0054000361395163538 -0.00042396520604976064 -0.0059152019442666667 -0.002790626661796834 -0.00096965883642264206 -0.0040778628686864273 -0.0028465510681257387 0.0056485947220594815 0.002659995835861058 -0.00059994880855259477 -0.0024466676865927627 0.0042442447840874368 -0.0069397287187188067 0.0034414190683753529 -0.0016286593665458722 0.0016533370902085131 0.0038246957093191897 -0.0033672550694287887 0.0024960266721763946 5.8722780903265999e-05 0.0005885382592885379 0.0027369477267761822 -0.0032311273565003963 0.0032831345247516567 -0.00067995255440366561 -0.0024249212568285988 -0.00033401039663666474 0.00325712883892189 -0.0017794684282391713 0.0017085865751957749
leaf_weight=48 90 47 51 80 50 53 68 48 940 122 49 58 54 58 49 58 59 61 64 62 70 53 46 73 349 54 86 67 46 51 84 50 54 50 50 68 88 49 121 57
leaf_count=48 90 47 51 80 50 53 68 48 940 122 49 58 54 58 49 58 59 61 64 62 70 53 46 73 349 54 86 67 46 51 84 50 54 50 50 68 88 49 121 57
internal_value=0 0.0001955 -0.000509472 0.000415767 0.00255261 0.000284643 0.000592737 0.000267052 0.000461041 -0.000428448 0.000723739 -0.00117167 -0.00307884 -0.000930755 -0.000188788 -0.000463546 0.000544797 0.00269302 -0.000227288 0.000397581 -0.000393495 -0.00026369 -0.000650764 -0.00135984 -0.000749668 0.000463815 0.00155727 -0.00111989 0.000761635 -0.000364447 0.00200877 0.000882429 -0.0016254 -0.000112074 0.00129341 -0.00049006 -5.74151e-05 0.000944437 -0.000874411 1.70684e-05
internal_weight=0 2209 525 1684 97 1587 1109 1056 988 478 187 291 112 138 1526 1111 415 110 305 246 182 1053 765 468 422 297 176 121 288 151 137 112 105 474 100 374 306 137 169 179
internal_count=3735 2209 525 1684 97 1587 1109 1056 988 478 187 291 112 138 1526 1111 415 110 305 246 182 1053 765 468 422 297 176 121 288 151 137 112 105 474 100 374 306 137 169 179
is_linear=0
shrinkage=0.0995203


Tree=3079
num_leaves=17
num_cat=0
split_feature=25 0 0 0 6 5 35 0 0 3 1 5 26 18 21 21
split_gain=0.012701 0.0158246 0.0682304 0.0346511 0.0299631 0.0404472 0.0277009 0.0341091 0.0394117 0.0253355 0.0236598 0.0526816 0.0772766 0.0361666 0.0388312 0.0293266
threshold=0.096120000000000025 -0.071799999999999989 -0.070134999999999989 -0.07298499999999998 -0.25061999999999995 -0.48081999999999997 -0.081529999999999991 -0.067839999999999998 -0.065939999999999985 0.07728500000000002 0.058455000000000014 -0.52356999999999998 0.08709500000000002 -0.16980499999999998 0.11787000000000002 -0.075024999999999994
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 -4 -8 -9 -10 13 15 -13 -6 -15 -12
right_child=-2 2 6 -5 10 -7 7 8 9 -11 11 12 -14 14 -16 -17
leaf_value=0.00021105363624605874 0.0014470539140265641 0.0035499816720674583 -0.0020479364332003009 -0.0026831306941691837 -0.0022824603207888669 -0.0033721442790610422 -0.0016789410063273006 0.0031821213645262278 0.0021817447992763207 0.0001060421499766134 0.00084293358889527871 0.0030631478103260146 -0.00037214541722447702 -0.00011112333651697006 0.0026963837999599972 -0.0021346565622609157
leaf_weight=62 62 62 54 51 74 62 80 50 64 661 56 146 116 2007 50 78
leaf_count=62 62 62 54 51 74 62 80 50 64 661 56 146 116 2007 50 78
internal_value=0 1.03526e-05 0.000355145 -0.00011325 -6.35018e-05 -0.00157394 0.000136334 0.000275246 0.000478025 0.000290406 1.02917e-05 0.000717003 0.00153905 -0.000120651 -4.24825e-05 -0.000884182
internal_weight=0 3673 971 2702 2651 124 909 855 775 725 2527 396 262 2131 2057 134
internal_count=3735 3673 971 2702 2651 124 909 855 775 725 2527 396 262 2131 2057 134
is_linear=0
shrinkage=0.0995203


Tree=3080
num_leaves=14
num_cat=0
split_feature=26 21 2 30 26 1 1 21 9 1 21 20 5
split_gain=0.0972532 0.0333615 0.0881047 0.0191251 0.0340799 0.0324759 0.264067 0.058409 0.0507088 0.0404276 0.0192205 0.0201829 0.0173014
threshold=0.5128250000000002 0.13118000000000005 -0.06717999999999999 0.10000000000000002 -0.0098899999999999995 0.066150000000000028 0.10055500000000002 0.10900500000000002 0.095285000000000022 0.058455000000000014 -0.091869999999999993 -0.097019999999999995 -0.035924999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 9 -7 8 -8 10 -1 -12 -4
right_child=-2 2 12 4 -6 6 7 -9 -10 -11 11 -13 -14
leaf_value=0.0018045996037872733 -0.004452502062849124 -0.0048601279667373669 0.0014056733004953856 -0.0028903163622390105 0.00069791860593457493 0.0080422959545785495 0.0012007722887894564 -0.002900362274505212 -0.0012233921965734745 -0.002589795689173132 -0.001063073721299088 7.2266573129550901e-05 -0.00087744598622011526
leaf_weight=60 49 50 54 57 48 46 315 55 117 59 165 2578 84
leaf_count=60 49 50 54 57 48 46 315 55 117 59 165 2578 84
internal_value=0 1.03621e-05 -0.00128088 7.99542e-05 -0.00124218 0.000121086 0.00083436 0.000151846 0.000542333 -1.14631e-05 4.25159e-05 3.67386e-06 1.00166e-05
internal_weight=0 3688 188 3500 105 3395 533 487 432 2862 2803 2743 138
internal_count=3737 3688 188 3500 105 3395 533 487 432 2862 2803 2743 138
is_linear=0
shrinkage=0.0995203


Tree=3081
num_leaves=15
num_cat=0
split_feature=7 10 10 9 9 2 9 8 9 2 26 2 7 11
split_gain=0.0861693 0.0995432 0.0145514 0.013515 0.0339659 0.0461276 0.0356493 0.0341481 0.0297241 0.0755896 0.160554 0.0560045 0.0435211 0.021376
threshold=0.10671500000000002 0.093790000000000026 0.087405000000000024 0.091310000000000016 0.09227500000000001 -0.082275000000000001 0.092855000000000021 -0.073999999999999996 0.088825000000000029 -0.080484999999999987 0.086835000000000009 -0.078784999999999994 0.078400000000000011 -0.11166
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -5 -6 -8 12 10 -10 -11 13 -1
right_child=-2 -3 -4 4 6 -7 7 -9 9 11 -12 -13 -14 -15
leaf_value=0.0016737409007431087 -0.0041469551339605596 -0.0042693783810612467 0.0015174384722870429 -0.0039101984678839947 0.0021516659339758572 -4.0797101142619558e-05 0.00070972321614430828 -0.00061838594622498893 -0.0017394188488847864 -0.0031100505320276269 0.0049739510849198601 0.00098159461200734727 0.0027871621833787672 -8.2576867769654016e-05
leaf_weight=71 50 53 68 56 68 68 276 626 54 53 101 88 56 2049
leaf_count=71 50 53 68 56 68 68 276 626 54 53 101 88 56 2049
internal_value=0 1.22422e-05 7.49127e-05 4.71756e-05 -0.000243746 -0.00179487 -4.46138e-05 -0.000211095 0.000176256 0.00111206 0.00262982 -0.000550594 4.85831e-05 -2.33706e-05
internal_weight=0 3687 3634 3566 1094 124 970 902 2472 296 155 141 2176 2120
internal_count=3737 3687 3634 3566 1094 124 970 902 2472 296 155 141 2176 2120
is_linear=0
shrinkage=0.0995203


Tree=3082
num_leaves=15
num_cat=0
split_feature=24 10 18 18 26 4 5 1 21 4 21 21 21 4
split_gain=0.0802494 0.0606448 0.0147859 0.0264484 0.0242225 0.0331815 0.0560212 0.0719453 0.0195822 0.0241782 0.0238743 0.099522 0.0932186 0.0190399
threshold=-0.070599999999999996 0.092225000000000015 -0.15202999999999997 -0.1394 -0.085605000000000001 0.085065000000000016 0.41370500000000004 0.057265000000000017 0.11987500000000002 0.11208500000000003 0.096415000000000015 0.09865500000000002 0.094215000000000021 0.13491500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -6 -8 10 -10 12 -12 -5 -11
right_child=1 -3 3 8 5 -7 7 -9 9 13 11 -13 -14 -15
leaf_value=-0.0040399446067862126 0.0010907367269622468 -0.0032066497266036932 0.0024193220073024536 0.0001255422451392456 0.0020744439969122785 -0.0034658125193908454 -0.0046360784941958588 0.00035607324052152283 -0.0020875802414221313 0.001487168278879963 0.0049812252959057519 0.00024806958643947637 -0.0042544535434149129 -0.0012595283331488733
leaf_weight=49 63 57 49 2685 57 47 49 68 89 52 51 324 49 48
leaf_count=49 63 57 49 2685 57 47 49 68 89 52 51 324 49 48
internal_value=0 1.40478e-05 6.48323e-05 0.000123536 -0.000624124 -0.00111668 -0.000477439 -0.00172766 8.91784e-05 -0.000893753 0.000149195 0.000893962 4.67425e-05 0.000160568
internal_weight=0 3688 3631 3347 284 221 174 117 3298 189 3109 375 2734 100
internal_count=3737 3688 3631 3347 284 221 174 117 3298 189 3109 375 2734 100
is_linear=0
shrinkage=0.0995203


Tree=3083
num_leaves=13
num_cat=0
split_feature=26 10 1 1 1 30 7 0 19 0 5 2
split_gain=0.0744163 0.0460511 0.0148516 0.0948889 0.0344386 0.0309057 0.0373215 0.0300399 0.0244603 0.0189646 0.0393091 0.0184213
threshold=0.5128250000000002 0.093790000000000026 0.066150000000000028 0.081675000000000011 0.058455000000000014 0.11146500000000002 0.053160000000000013 -0.096019999999999994 0.13265500000000005 -0.10096999999999999 -0.0050400000000000002 -0.062394999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 6 7 -5 9 10 -1 -11
right_child=-2 -3 3 5 -6 -7 -8 -9 -10 11 -12 -13
leaf_value=-8.5415507043191418e-05 -0.0038878884217243889 -0.0026092162226523108 0.0044087665633707135 0.00061162261435258414 -0.0023157640346043499 -0.0022418752866608608 0.0028529500954757596 -0.0010163867259794857 0.0016331601984346915 -4.7458071260532399e-05 -0.0024312586236133675 0.00072091846676584947
leaf_weight=272 49 65 56 342 64 50 53 167 90 2070 96 363
leaf_count=272 49 65 56 342 64 50 53 167 90 2070 96 363
internal_value=0 1.59934e-05 6.33181e-05 0.000487189 -3.2224e-05 0.000127014 0.000339226 7.58737e-05 1.80451e-05 -3.35585e-05 -0.000699599 6.68461e-05
internal_weight=0 3688 3623 668 2955 612 562 509 2891 2801 368 2433
internal_count=3737 3688 3623 668 2955 612 562 509 2891 2801 368 2433
is_linear=0
shrinkage=0.0995203


Tree=3084
num_leaves=13
num_cat=0
split_feature=29 27 27 10 10 10 0 23 4 1 18 27
split_gain=0.0509775 0.0253248 0.0261071 0.0228976 0.0581636 0.0398793 0.075424 0.0269213 0.014761 0.0252834 0.0387239 0.0174254
threshold=0.12737000000000004 0.087140000000000009 0.084480000000000013 0.09056500000000002 0.086165000000000019 0.055760000000000011 -0.064494999999999983 -0.046924999999999994 0.13491500000000003 0.44303500000000012 0.063210000000000016 0.10206500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 9 10 11 -3
right_child=-2 8 -4 -5 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.0021862643611092218 -0.0031956635508447093 0.00088066153581239644 -0.0023114104406026042 0.0018905151096321557 -0.0034491584200190602 -0.00033193301910928406 0.0049755084179990347 1.5188689750061092e-05 -0.00032969037307786054 0.003257009223688725 0.0031429486042039347 -0.0015276525782305897
leaf_weight=56 48 66 48 64 48 62 46 3110 66 53 48 54
leaf_count=56 48 66 48 64 48 62 46 3110 66 53 48 54
internal_value=0 6.82936e-05 -6.52733e-06 2.5905e-05 -9.77125e-06 4.04035e-05 0.00192107 -2.34919e-05 0.000966391 0.00135716 0.000752929 -0.000196258
internal_weight=0 3721 3434 3386 3322 3274 108 3166 287 221 168 120
internal_count=3769 3721 3434 3386 3322 3274 108 3166 287 221 168 120
is_linear=0
shrinkage=0.0995203


Tree=3085
num_leaves=23
num_cat=0
split_feature=29 26 9 17 2 5 21 1 9 9 17 17 6 2 5 2 5 18 9 3 5 2
split_gain=0.0414555 0.0189433 0.0266238 0.0162425 0.0499061 0.0514911 0.0722392 0.0446433 0.0406104 0.0512567 0.0334582 0.0571005 0.0995641 0.0557032 0.0930763 0.0896722 0.0325647 0.0633868 0.0393319 0.0678802 0.0605616 0.0310332
threshold=0.12669500000000003 0.15222000000000005 0.11408000000000003 0.0084900000000000028 -0.069129999999999983 -0.0047599999999999995 0.10403500000000003 -0.087944999999999995 0.097365000000000021 0.095950000000000021 -0.013125 -0.0090649999999999984 0.086875000000000022 -0.082484999999999989 -0.013125 -0.085209999999999994 -0.091729999999999992 0.086065000000000016 0.094375000000000028 0.11816500000000002 -0.082635 -0.063234999999999986
decision_type=2 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 10 7 6 21 -5 9 -9 16 12 -12 15 -15 -13 17 -1 20 -20 -18 -6
right_child=-2 2 -4 4 5 -7 -8 8 -10 -11 11 13 -14 14 -16 -17 18 -19 19 -21 -22 -23
leaf_value=-0.00095581540899529244 -0.0027939397246591049 9.5555192974204107e-06 0.0028065690812076089 0.0028584093451695315 -0.003627038856568187 -0.0043456147223749726 0.0027423608700012777 -6.0042675687678198e-05 0.0022349663452259205 -0.0034669584132355378 -0.00031010189008728206 0.00038467438369661376 0.0058070889648017031 0.00041651275489859861 0.0043219703332197015 -0.0036623467337901978 -0.003761160816473237 0.0041767914711515648 0.0016874733761124494 -0.0013675166824277706 -0.00032249474614315089 -0.00089224365957205271
leaf_weight=46 51 80 59 56 54 48 47 499 67 48 51 177 54 448 70 78 53 49 233 104 1219 178
leaf_count=46 51 80 59 56 54 48 47 499 67 48 51 177 54 448 70 78 53 49 233 104 1219 178
internal_value=0 6.26987e-05 0.00120267 1.81962e-05 -0.000322727 -0.00133088 -0.000809278 0.000168089 -7.59489e-05 -0.000360501 0.000150155 0.00064937 0.00282809 0.000352366 0.000945858 -0.000850028 -0.000106588 0.00168291 -0.000212754 0.000742258 -0.000466416 -0.00153232
internal_weight=0 3718 139 3579 997 327 279 670 614 547 2582 878 105 773 518 255 1704 95 1609 337 1272 232
internal_count=3769 3718 139 3579 997 327 279 670 614 547 2582 878 105 773 518 255 1704 95 1609 337 1272 232
is_linear=0
shrinkage=0.0995203


Tree=3086
num_leaves=10
num_cat=0
split_feature=4 17 8 4 26 2 2 26 6
split_gain=0.0470542 0.018101 0.0175682 0.0479768 0.0251943 0.0595528 0.0322695 0.0265695 0.0165384
threshold=0.15028500000000003 0.6218950000000002 -0.49499500000000002 0.14095000000000005 0.12086000000000002 -0.072624999999999981 -0.057419999999999999 0.11819500000000002 -0.099455000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 8 -4
right_child=-2 -3 3 -5 5 6 -8 -9 -10
leaf_value=-0.0012741681557989126 -0.0025532539945508654 -0.001644081147059867 -0.00045901075240008108 0.0032921569205338064 0.0039263974925223257 -0.0017436264955205689 0.0012223045470301009 -0.0023264778114707768 0.00015475199616311845
leaf_weight=90 69 60 517 47 56 57 100 47 2726
leaf_count=90 69 60 517 47 56 57 100 47 2726
internal_value=0 6.96479e-05 9.81211e-05 0.000133142 9.05236e-05 0.00113954 0.000140287 2.23597e-05 5.66533e-05
internal_weight=0 3700 3640 3550 3503 213 157 3290 3243
internal_count=3769 3700 3640 3550 3503 213 157 3290 3243
is_linear=0
shrinkage=0.0995203


Tree=3087
num_leaves=11
num_cat=0
split_feature=4 10 5 26 9 9 9 0 3 3
split_gain=0.0381535 0.0230397 0.0323426 0.0262844 0.0234287 0.0313724 0.0538556 0.0376089 0.0241598 0.0379442
threshold=0.15028500000000003 0.09056500000000002 0.63223000000000018 -0.2382 0.11408000000000003 0.10227500000000002 0.098875000000000018 -0.065519999999999981 0.10214500000000003 0.11642500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -7 -6 -10
right_child=-2 -3 -4 4 8 7 -8 -9 9 -11
leaf_value=-0.0017199920533966795 -0.0022991536146633302 0.001682360839413085 -0.0022862635612318012 4.486057877728066e-05 0.0031476988681750197 -0.0026882943818168168 0.0027101527180146954 0.00048734513398494101 -0.001620189055867268 0.0018020705250627643
leaf_weight=80 69 85 59 3064 47 88 77 63 51 86
leaf_count=80 69 85 59 3064 47 88 77 63 51 86
internal_value=0 6.26725e-05 2.4362e-05 6.29294e-05 0.000104199 4.28572e-05 0.00011046 -0.00135794 0.00119723 0.000522115
internal_weight=0 3700 3615 3556 3476 3292 3141 151 184 137
internal_count=3769 3700 3615 3556 3476 3292 3141 151 184 137
is_linear=0
shrinkage=0.0995203


Tree=3088
num_leaves=8
num_cat=0
split_feature=24 26 2 0 5 7 2
split_gain=0.0211912 0.0164474 0.0150604 0.0263241 0.0164753 0.0166224 0.0258632
threshold=-0.071224999999999997 0.41479500000000008 0.42989000000000011 0.16362500000000005 0.62720500000000012 0.093110000000000012 -0.19220999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.0021744639952761369 -0.0023781669414226375 0.0015594160290231377 0.0014496834092477546 0.0021647146429093246 0.0011939729487497961 0.0016305103764122503 -0.00016097624978388892
leaf_weight=47 53 62 63 50 90 50 3342
leaf_count=47 53 62 63 50 90 50 3342
internal_value=0 -4.73094e-05 -7.48412e-05 -0.00010186 -0.000134151 -0.000169086 -0.00019583
internal_weight=0 3710 3648 3585 3535 3445 3395
internal_count=3757 3710 3648 3585 3535 3445 3395
is_linear=0
shrinkage=0.0995203


Tree=3089
num_leaves=21
num_cat=0
split_feature=3 17 9 4 17 0 9 17 17 0 3 3 9 23 17 18 3 3 17 17
split_gain=0.0195367 0.0562432 0.0670077 0.06403 0.0640203 0.0824476 0.0815808 0.06084 0.150194 0.122351 0.0690955 0.0302023 0.020985 0.0282584 0.0200127 0.0679859 0.0626361 0.0482628 0.0463237 0.0329705
threshold=0.085965000000000028 0.16421000000000005 0.08622500000000001 0.10423500000000002 -0.0038549999999999999 -0.085794999999999996 0.083835000000000021 -0.011809999999999999 -0.019465 -0.087184999999999999 0.085295000000000024 0.086285000000000014 -0.22988499999999998 -0.060504999999999996 -0.13530499999999998 -0.089929999999999996 0.088605000000000017 0.091065000000000021 -0.010239999999999999 -0.043894999999999997
decision_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 7 6 -6 8 10 -9 -1 -2 -13 -14 16 18 -15 -18 -16 -17
right_child=11 -3 3 -5 5 -7 -8 9 -10 -11 -12 12 13 14 15 19 17 -19 -20 -21
leaf_value=-8.6757627364907728e-05 0.0024774655035384374 -0.0036032206272896793 -0.0050453529279601466 -0.00011344552172399515 0.0063429128961644977 -0.00054202375844936569 0.00060095617706070305 0.00043713051229171348 0.0051458299679773946 -0.0064093298538581717 -0.0041607055071950401 0.0017645638338793593 -0.0022240606907448289 0.0030573296816195196 -0.003017079891525754 0.00090682171413980863 -0.0019211394860250018 0.00050237602306960213 0.00057215791610411119 -0.00016591838502905189
leaf_weight=263 50 54 53 52 52 89 47 57 50 47 49 66 57 82 127 348 96 533 49 1536
leaf_count=263 50 54 53 52 52 89 47 57 50 47 49 66 57 82 127 348 96 533 49 1536
internal_value=0 -0.000498648 -0.00027669 -0.00261068 9.67819e-05 0.00164807 0.0036252 -0.000527302 8.00068e-05 -0.00264907 -0.000729201 5.23131e-05 1.01305e-05 -3.05251e-05 1.4301e-05 -0.00014252 0.000469815 0.00013119 -0.00201315 3.17966e-05
internal_weight=0 813 759 105 654 188 99 466 362 104 312 2944 2894 2828 2771 2060 711 629 176 1884
internal_count=3757 813 759 105 654 188 99 466 362 104 312 2944 2894 2828 2771 2060 711 629 176 1884
is_linear=0
shrinkage=0.0995203


Tree=3090
num_leaves=9
num_cat=0
split_feature=12 11 27 12 4 4 4 4
split_gain=0.0198556 0.0184638 0.0281708 0.0247703 0.0259492 0.0385983 0.0324924 0.0314823
threshold=0.094205000000000025 -0.11166 0.094335000000000016 -0.082629999999999995 0.14566000000000004 0.13542500000000005 0.12498500000000003 0.11509500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 -5
right_child=-2 3 -4 4 -6 -7 -8 -9
leaf_value=0.0029729624773966331 -0.0018873887280809393 -0.0023382896501041549 -0.00037180200939247575 -2.3465722130422913e-05 0.0021470962458113724 -0.0027116142338393387 0.0020471423528685643 -0.0018806692699939208
leaf_weight=50 58 47 49 3280 53 54 73 93
leaf_count=50 58 47 49 3280 53 54 73 93
internal_value=0 -3.11835e-05 0.0013092 -6.82716e-05 -3.80128e-05 -7.13355e-05 -2.97239e-05 -7.49151e-05
internal_weight=0 3699 99 3600 3553 3500 3446 3373
internal_count=3757 3699 99 3600 3553 3500 3446 3373
is_linear=0
shrinkage=0.0995203


Tree=3091
num_leaves=16
num_cat=0
split_feature=3 3 2 4 10 8 6 36 8 3 9 8 3 2 2
split_gain=0.0189325 0.0481805 0.0364031 0.0599686 0.0273275 0.0197654 0.0831505 0.0336871 0.01896 0.0365308 0.0729949 0.0226471 0.0226143 0.0497304 0.0241402
threshold=0.083875000000000019 0.084145000000000011 -0.086254999999999984 0.076195000000000027 0.09056500000000002 -0.082739999999999994 -0.087284999999999988 0.088355000000000031 0.10068500000000002 0.10749000000000002 0.10054500000000002 0.093085000000000015 0.085545000000000024 -0.082174999999999984 -0.15197999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 8 6 -4 -7 11 -10 -11 12 13 -3 -14
right_child=1 4 5 -5 -6 7 -8 -9 9 10 -12 -13 14 -15 -16
leaf_value=-0.003915963084396885 0.003058434288573283 -0.0016978845336425182 -0.0012566978684519787 -3.4309161539470893e-05 0.0020626780695000404 -0.0022490193663168047 0.004284637415005111 0.00094439013769577354 0.00053222592851543814 -0.005123490199787549 0.00024419850514480922 0.0019426455783816395 -0.0018644759065045173 0.0012621205043498024 9.1151181839353127e-05
leaf_weight=75 51 206 64 84 61 70 46 61 79 48 52 58 64 77 2661
leaf_count=75 51 206 64 84 61 70 46 61 79 48 52 58 64 77 2661
internal_value=0 2.2757e-05 -0.000701392 -0.00187043 -2.38252e-05 6.64836e-05 0.00105315 -0.000755763 -6.33e-05 -0.00105892 -0.00232411 -4.90653e-06 -4.27312e-05 -0.000889619 4.49204e-05
internal_weight=0 3357 400 159 3306 241 110 131 3245 179 100 3066 3008 283 2725
internal_count=3757 3357 400 159 3306 241 110 131 3245 179 100 3066 3008 283 2725
is_linear=0
shrinkage=0.0995203


Tree=3092
num_leaves=14
num_cat=0
split_feature=4 23 27 1 4 4 4 27 4 0 27 0 0
split_gain=0.0316471 0.0170049 0.0230484 0.0378984 0.0464385 0.0378223 0.0372505 0.0336035 0.0279138 0.0337836 0.0234285 0.0214251 0.0127658
threshold=0.14831500000000003 -0.052774999999999996 0.07692000000000003 0.40780000000000011 0.11995000000000003 0.10876500000000001 0.11995000000000003 0.085370000000000015 0.10990500000000002 -0.071799999999999989 0.09995500000000003 -0.23032 -0.14731999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 11 -5 -4 9 12 -10 -3 -9
right_child=-2 2 7 6 -6 -7 -8 8 10 -11 -12 -13 -14
leaf_value=0.0014611809558380498 0.0020704570901401895 0.0016922059207750016 0.0026251937874544923 -0.0033450362176204837 -0.0024344029192894588 0.0021385956222837936 0.00010731548142946595 -0.00086405165663622956 0.0025152875797337083 -0.0028798958809932895 -8.1239592838006197e-05 -4.6031920964658031e-05 0.0013554529894972917
leaf_weight=82 78 72 76 68 76 84 56 47 73 47 64 2855 56
leaf_count=82 78 72 76 68 76 84 56 47 73 47 64 2855 56
internal_value=0 4.41139e-05 1.13724e-05 -7.33694e-05 -4.57927e-06 5.64795e-05 -0.00177931 0.000763231 0.000267314 -0.000667068 0.00129634 -2.99406e-06 0.000334722
internal_weight=0 3656 3574 3211 3087 3011 124 363 287 150 137 2927 103
internal_count=3734 3656 3574 3211 3087 3011 124 363 287 150 137 2927 103
is_linear=0
shrinkage=0.0995203


Tree=3093
num_leaves=14
num_cat=0
split_feature=2 23 2 2 3 17 20 3 4 1 2 9 0
split_gain=0.0330167 0.0264954 0.0334492 0.0529019 0.0331506 0.0361921 0.030413 0.0241744 0.0344251 0.0202411 0.0264931 0.0552707 0.0305145
threshold=0.50951500000000005 -0.068919999999999995 0.10274500000000002 0.09556000000000002 0.10792500000000002 -1.0000000180025095e-35 -0.058504999999999995 0.12015500000000003 0.13300500000000004 -0.50954999999999984 -0.19220999999999999 0.095415000000000014 -0.044789999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 -4 -6 -8 -9 -3 11 -11 -12
right_child=-2 2 4 -5 6 -7 7 8 -10 10 12 -13 -14
leaf_value=0.0024145386421660915 0.0024551460641930403 0.0015128435986770943 -0.0045011700742006106 0.002855069744258182 0.0012966948394243988 -0.00072801340399148318 0.00057915250885010451 -0.0037881893743985551 -9.4284503454525174e-05 -0.0040517158448961123 -1.5521566268142453e-05 0.00039100880846113992 0.0013310161852790013
leaf_weight=46 57 91 46 68 80 57 55 52 49 48 2843 65 177
leaf_count=46 57 91 46 68 80 57 55 52 49 48 2843 65 177
internal_value=0 4.09872e-05 1.0692e-05 0.000107846 -0.000930343 -0.00242106 -0.000276264 -0.00108816 -0.0020042 4.96476e-05 6.88686e-06 -0.00148892 6.3127e-05
internal_weight=0 3677 3631 3292 339 103 236 156 101 3224 3133 113 3020
internal_count=3734 3677 3631 3292 339 103 236 156 101 3224 3133 113 3020
is_linear=0
shrinkage=0.0995203


Tree=3094
num_leaves=11
num_cat=0
split_feature=21 7 26 29 5 6 9 6 4 0
split_gain=0.0329227 0.0281387 0.025727 0.0239209 0.0314529 0.0258933 0.0224502 0.0300222 0.0289233 0.0132643
threshold=0.20153000000000004 -0.23835999999999999 0.50635500000000022 0.0061000000000000013 0.012305000000000002 0.14653500000000005 -0.082514999999999991 -0.47287499999999999 0.12028000000000003 -0.067059999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 8 -8 -3 -7
right_child=-2 2 -4 4 -6 9 7 -9 -10 -11
leaf_value=0.0024827752279944202 0.0026878896991715693 0.0019683197596551557 0.0020157105983754637 -0.0025730295872562329 0.00065900620186559787 -0.00034569080961956681 -0.0020957360615946443 4.9417772773955922e-05 -0.00055675063351363723 -0.0025832998825193075
leaf_weight=46 47 130 62 80 47 52 66 3081 68 55
leaf_count=46 47 130 62 80 47 52 66 3081 68 55
internal_value=0 3.67227e-05 5.59469e-06 -2.89984e-05 -0.00137048 2.01178e-05 6.91006e-05 4.16869e-06 0.00109699 -0.00150352
internal_weight=0 3687 3641 3579 127 3452 3345 3147 198 107
internal_count=3734 3687 3641 3579 127 3452 3345 3147 198 107
is_linear=0
shrinkage=0.0995203


Tree=3095
num_leaves=10
num_cat=0
split_feature=21 4 21 6 18 18 20 0 6
split_gain=0.0266953 0.0270255 0.0214583 0.020805 0.0193007 0.0570412 0.0378178 0.037339 0.0295314
threshold=0.20153000000000004 0.15221500000000004 0.14680000000000004 0.14653500000000005 0.089505000000000015 0.090795000000000028 -0.15314999999999998 -0.225295 -0.092434999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -8 -7
right_child=-2 -3 -4 -5 5 8 7 -9 -10
leaf_value=0.0026882008150595576 0.0024203905441812844 0.0022225873291440833 -0.002047561564800242 -0.0014651244285053579 0.0034930859260670953 0.0018262393141337361 -0.0019692762321932272 -2.8073211563368123e-05 -2.2009750300848075e-05
leaf_weight=49 47 55 50 90 59 101 102 2624 557
leaf_count=49 47 55 50 90 59 101 102 2624 557
internal_value=0 3.30459e-05 0 2.8469e-05 6.71982e-05 0.000527591 -5.14625e-05 -0.000101008 0.000260444
internal_weight=0 3687 3632 3582 3492 717 2775 2726 658
internal_count=3734 3687 3632 3582 3492 717 2775 2726 658
is_linear=0
shrinkage=0.0995203


Tree=3096
num_leaves=17
num_cat=0
split_feature=2 21 6 19 2 20 18 20 5 2 20 8 21 20 20 17
split_gain=0.0276648 0.0388882 0.0232895 0.0127415 0.0119897 0.042245 0.0264318 0.0327624 0.0668187 0.0259756 0.0142525 0.035934 0.0721151 0.0202302 0.0407285 0.0255256
threshold=0.30629500000000009 0.090285000000000018 -0.25061999999999995 -0.10411999999999999 0.097745000000000012 -0.072834999999999997 -0.085709999999999995 0.11250000000000003 -0.38486499999999996 0.094050000000000022 -0.086734999999999993 0.041960000000000011 0.086155000000000023 -1.0000000180025095e-35 -0.0062099999999999994 0.51392000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 9 -6 -7 8 -8 10 11 12 -5 14 -12 -15
right_child=1 -3 -4 4 5 6 7 -9 -10 -11 13 -13 -14 15 -16 -17
leaf_value=0.0013318005987156204 -0.0017812846541602825 -0.0034158633173077785 0.00099858137772240664 6.9019349812770125e-05 0.0031648357276269916 0.002013495175478702 0.00076279467734375575 0.0014497273070276288 -0.0041572235414015181 -0.0024541704637736517 0.00022672551654523193 0.0010123790926637483 -0.0033670248749347329 -0.00024751718980749128 0.0032636769426608427 0.0020524887380257086
leaf_weight=67 55 58 65 152 51 48 56 50 53 46 917 91 100 1845 46 49
leaf_count=67 55 58 65 152 51 48 56 50 53 46 917 91 100 1845 46 49
internal_value=0 -0.00129878 -0.000268702 -2.72058e-05 -5.3425e-05 0.000599077 -2.91127e-05 -0.000650898 -0.001622 -0.00010554 -7.15223e-05 -0.000677691 -0.00129124 9.65366e-07 0.000372643 -0.000187581
internal_weight=0 178 120 3571 3504 258 207 159 109 3246 3200 343 252 2857 963 1894
internal_count=3749 178 120 3571 3504 258 207 159 109 3246 3200 343 252 2857 963 1894
is_linear=0
shrinkage=0.0995203


Tree=3097
num_leaves=21
num_cat=0
split_feature=0 0 0 3 8 5 17 5 17 4 29 21 21 3 19 19 3 29 19 21
split_gain=0.0217267 0.0474619 0.0430882 0.110294 0.0385736 0.0409318 0.0322589 0.0616958 0.0513384 0.0483703 0.0580264 0.0452696 0.0339273 0.0424118 0.0290411 0.0734215 0.0583821 0.0224365 0.0258105 0.0195043
threshold=-0.084369999999999987 -0.084759999999999988 -0.083514999999999992 0.088055000000000022 -0.26194999999999996 -0.40939500000000001 0.016900000000000005 -0.020485 0.0021900000000000005 0.10495500000000003 -0.051204999999999994 0.10886500000000003 0.10403500000000003 0.087625000000000022 0.11174500000000002 0.086450000000000013 0.11125500000000002 0.0050600000000000011 0.0069650000000000016 0.13557500000000003
decision_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 -1 8 12 9 11 -11 -6 13 -8 15 17 -16 18 19 -4
right_child=2 -3 14 -5 6 -7 7 -9 -10 10 -12 -13 -14 -15 16 -17 -18 -19 -20 -21
leaf_value=-6.9423639108546822e-05 -0.0014432761083617827 -0.0034587557408976614 0.00010495165415148083 0.0049710640277566311 -0.00010192781699259177 -0.0038084663294866675 0.00077645022359809363 -0.0041106326003573926 0.0033403097999496565 -0.0010443383593331803 0.0027177036492271158 -0.0030243050549078874 0.001747626949698895 -0.0016714663565377487 -0.0033015585376245456 0.0035366033492425157 0.00071346063524592787 0.00191303591799985 -0.0019594179837604344 -0.0017096472643734013
leaf_weight=57 48 47 1522 59 854 60 106 51 48 60 124 56 60 205 73 61 70 60 67 61
leaf_count=57 48 47 1522 59 854 60 106 51 48 60 124 56 60 205 73 61 70 60 67 61
internal_value=0 -0.000338167 0.000142319 0.00208595 -0.000250429 -0.00199388 -0.000119482 -0.000863301 0.000154663 1.41422e-05 0.0014865 -0.000282666 -0.000414695 -0.000834496 3.32342e-05 0.000143807 -0.00133044 2.22985e-05 -4.59595e-05 3.45099e-05
internal_weight=0 1728 2021 107 1681 117 1564 422 1142 1094 184 910 371 311 1914 1771 143 1710 1650 1583
internal_count=3749 1728 2021 107 1681 117 1564 422 1142 1094 184 910 371 311 1914 1771 143 1710 1650 1583
is_linear=0
shrinkage=0.0995203


Tree=3098
num_leaves=17
num_cat=0
split_feature=8 0 5 17 4 5 3 1 5 3 3 9 27 1 8 4
split_gain=0.0176771 0.0486509 0.0597645 0.0317767 0.0185454 0.0150968 0.0271783 0.0457114 0.0258081 0.023416 0.0233995 0.0170848 0.0273411 0.0246119 0.0213111 0.020843
threshold=-0.26194999999999996 -0.10148 -0.42676999999999993 -0.0064000000000000003 0.14566000000000004 -0.46244499999999994 0.11523000000000001 0.41291000000000005 -0.52786999999999995 0.091475000000000015 0.10377500000000002 -0.096659999999999982 -0.032854999999999995 -0.50954999999999984 0.10068500000000002 0.084755000000000025
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 9 -8 -2 -11 -7 -13 15 -15 -14
right_child=4 3 -4 -5 -6 11 8 -9 -10 10 -12 12 13 14 -16 -17
leaf_value=-2.4130590724052584e-05 -0.0028398030187695013 0.0024192804331754809 -0.0047022337138918641 -0.00093263596856396755 0.0019467490528349393 -0.0018229900637424337 -0.0003593217298052823 0.0022721027583125337 -0.0036319055354688224 0.0013763855526610197 -0.0016667964075064148 0.0020087384000994335 9.2141374560569055e-05 1.7422606563694664e-05 -0.0011921775642429974 0.0031070438212416245
leaf_weight=53 47 49 56 65 47 49 46 59 51 50 50 69 46 2814 152 46
leaf_count=53 47 49 56 65 47 49 46 59 51 50 50 69 46 2814 152 46
internal_value=0 -0.00093049 -0.00243507 0.00050092 -1.65353e-05 -4.32939e-05 -0.000714561 -6.36827e-05 -0.0020884 -0.00100674 -0.000137019 2.04893e-05 4.96384e-05 5.16595e-06 -4.42904e-05 0.00160849
internal_weight=0 223 109 114 3526 3479 303 206 97 147 100 3176 3127 3058 2966 92
internal_count=3749 223 109 114 3526 3479 303 206 97 147 100 3176 3127 3058 2966 92
is_linear=0
shrinkage=0.0995203


Tree=3099
num_leaves=14
num_cat=0
split_feature=8 6 4 8 6 9 21 20 27 6 4 26 17
split_gain=0.014347 0.0228559 0.0336729 0.0164425 0.0637911 0.0235764 0.0155318 0.0409912 0.0254454 0.0250732 0.0506914 0.0495108 0.0121503
threshold=-0.26194999999999996 -0.070864999999999997 0.13279000000000005 -0.1205 -0.093155000000000002 -0.096659999999999982 -0.091104999999999992 -0.14820999999999998 -0.032854999999999995 -0.101065 0.087495000000000031 0.10304500000000003 -0.0069749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -5 7 -7 -8 11 -11 -10 -3
right_child=3 12 -4 5 -6 6 8 -9 9 10 -12 -13 -14
leaf_value=-0.0038864140687084477 0.0034856166888810099 -0.00076215467785996783 -0.00045159560427234435 -0.0019833160696415861 -0.00068701136539135244 0.00088839368529239511 0.0018779879177187051 -0.0030273054318788028 -0.00034714199477706815 -8.5324618953845857e-05 0.0011597188437653808 -0.0036952176612152382 0.0014101956280996124
leaf_weight=46 61 54 75 62 89 49 71 57 417 2294 377 49 48
leaf_count=46 61 54 75 62 89 49 71 57 417 2294 377 49 48
internal_value=0 -0.000838253 -0.00176416 -1.48435e-05 0.0010044 -6.03723e-05 -2.41499e-05 -0.0012095 1.47616e-05 -2.7148e-05 9.01014e-05 -0.00070095 0.000252102
internal_weight=0 223 121 3526 150 3376 3314 106 3208 3137 2671 466 102
internal_count=3749 223 121 3526 150 3376 3314 106 3208 3137 2671 466 102
is_linear=0
shrinkage=0.0995203


Tree=3100
num_leaves=30
num_cat=0
split_feature=7 17 27 0 3 4 4 1 1 6 9 3 3 5 5 18 18 18 18 1 26 9 9 3 3 18 9 20 6
split_gain=0.0273512 0.0180526 0.0450436 0.0471019 0.0504887 0.0389536 0.108462 0.0470101 0.035158 0.0528147 0.0308375 0.0294696 0.0915237 0.0242699 0.0577669 0.104899 0.0494004 0.0880742 0.131146 0.0534726 0.0997623 0.0736243 0.0523018 0.0374288 0.0891808 0.0634465 0.11028 0.0419884 0.0391453
threshold=0.10781500000000002 -0.000475 0.083650000000000016 -0.059114999999999994 0.12389500000000002 0.10724500000000002 0.11394500000000003 0.27552000000000004 0.19597000000000006 -0.45687499999999998 0.088325000000000028 0.083725000000000022 0.084855000000000028 -0.011764999999999999 -0.0089549999999999994 -0.019539999999999998 0.086800000000000016 0.089505000000000015 0.091725000000000015 -0.090104999999999991 0.089150000000000021 0.085075000000000026 0.093235000000000026 0.086535000000000015 0.087925000000000017 -0.015440000000000001 0.083715000000000026 -0.081324999999999995 0.085465000000000027
decision_type=2 2 2 2 2 2 2 2 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 10 7 -7 11 -8 -10 -4 -3 -13 16 15 -15 19 -18 -19 -1 21 -21 -20 25 -25 26 -16 -26 -27
right_child=-2 2 3 -5 -6 6 8 -9 9 -11 -12 12 -14 14 23 -17 17 18 22 20 -22 -23 -24 24 27 28 -28 -29 -30
leaf_value=-0.0017301857933246132 0.0024311323964118321 0.0020097440557961858 0.0033466678425486981 0.0037172841056391718 -0.0024506230767288454 -0.005973186034203464 0.0014827271379767644 0.0026085890959791761 0.00051406452920263078 -0.0035355554833927144 -0.00024344558544593287 -0.0045974654784591241 -0.00027252570612008669 -0.0053529150623871828 -0.000574073238697892 0.00050208963473467969 -0.0035123799989155899 0.0048588647794430674 -0.0014369951508515807 0.0023699905556254651 0.0053141256574939103 -0.0010304680788042558 0.002109108692071347 -0.0032343624149182601 0.0014222623382596986 0.0010015773216901717 0.0043299436906752645 -0.00022072359122459831 -0.0029721964072169271
leaf_weight=46 46 49 47 52 47 46 57 55 64 63 47 51 991 55 79 67 65 56 163 157 67 105 55 85 197 51 106 705 47
leaf_count=46 46 49 47 52 47 46 57 55 64 63 47 51 991 55 79 67 65 56 163 157 67 105 55 85 197 51 106 705 47
internal_value=0 -1.05879e-05 -0.000266345 0.00115623 0.000205921 -0.000466473 -0.00164901 -0.000228425 -0.000563517 -0.00148836 0.0015429 -0.000372196 -0.000484993 0.000179566 -6.1858e-05 -0.00213075 0.000651389 -0.000217165 0.00056156 0.00143874 0.0018843 0.00100409 -0.00053858 0.000136242 -0.000152326 0.00114555 0.00223137 0.000137203 -0.000895859
internal_weight=0 3675 1569 193 141 1376 230 1146 184 127 94 1091 1042 2106 1392 122 714 339 274 375 329 262 218 1270 987 283 185 902 98
internal_count=3721 3675 1569 193 141 1376 230 1146 184 127 94 1091 1042 2106 1392 122 714 339 274 375 329 262 218 1270 987 283 185 902 98
is_linear=0
shrinkage=0.0995203


Tree=3101
num_leaves=15
num_cat=0
split_feature=7 30 8 8 18 18 3 18 18 20 17 20 4 18
split_gain=0.0221784 0.0239238 0.0209766 0.0220913 0.0476314 0.0709172 0.0471684 0.0383761 0.0941984 0.0338691 0.075998 0.0453756 0.0334001 0.0327658
threshold=0.10781500000000002 0.11901000000000002 -0.49499500000000002 -0.078504999999999991 -0.091109999999999983 -0.094939999999999997 0.088185000000000027 -0.019539999999999998 -0.026374999999999999 -0.095634999999999998 -0.046254999999999998 -0.086734999999999993 0.10713500000000002 -0.011569999999999999
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 8 -6 10 -5 -11 -13 -9
right_child=-2 -3 3 9 7 -7 -8 13 -10 11 -12 12 -14 -15
leaf_value=-0.0016352601648778387 0.0021891854059654433 0.0020131703159827 -0.0011210121438938144 0.0032677230205419377 -0.00022871025532670213 0.004474712628694583 0.0024972700851651178 0.0018502748635567793 -0.0049059073242476488 -0.0030480088178443205 -0.00099960002020477081 -0.00011317077843838916 -0.0015152051202690546 0.00016339712986743646
leaf_weight=80 46 57 82 81 387 62 63 128 48 62 84 1284 194 1063
leaf_count=80 46 57 82 81 387 62 63 128 48 62 84 1284 194 1063
internal_value=0 -9.53416e-06 -4.16273e-05 -5.36121e-06 0.000234244 0.00165622 0.000445424 5.27141e-05 -0.000746697 -0.000263434 0.00109031 -0.00040901 -0.000297754 0.000345378
internal_weight=0 3675 3618 3538 1833 207 145 1626 435 1705 165 1540 1478 1191
internal_count=3721 3675 3618 3538 1833 207 145 1626 435 1705 165 1540 1478 1191
is_linear=0
shrinkage=0.0995203


Tree=3102
num_leaves=20
num_cat=0
split_feature=30 17 11 3 2 2 5 5 6 26 6 3 2 6 6 17 17 17 30
split_gain=0.0189772 0.0184205 0.0263556 0.0389794 0.0269194 0.0401404 0.0382539 0.0322809 0.0235332 0.0422888 0.0341374 0.0627688 0.0683203 0.0565115 0.0658053 0.197335 0.0428985 0.0462605 0.0121347
threshold=0.10801000000000002 -0.000475 -0.15511999999999998 0.14823500000000003 0.14153500000000005 0.10003000000000002 -0.52786999999999995 -0.014739999999999998 0.10615500000000003 0.091765000000000027 0.091180000000000025 0.091715000000000033 -0.083104999999999998 0.088155000000000025 0.089165000000000022 -0.040099999999999997 -0.0038549999999999999 -0.011809999999999999 0.12577500000000003
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 7 -7 -4 10 -10 13 12 -12 16 -15 -16 17 -1 -2
right_child=18 2 3 -5 -6 6 -8 -9 9 -11 11 -13 -14 14 15 -17 -18 -19 -20
leaf_value=0.00014157353971685059 0.0025708327840396486 0.0019163530815280222 -0.00045886628870370574 -0.0032143870017531328 0.0015146745258720988 -0.00022761806266083116 -0.0041646010997190269 0.00085202203477483408 2.932094665030625e-05 0.0036006258076916055 -0.0017502328170072563 -0.0032668868126686061 0.0029067218715266253 0.0047735246616485497 0.0039333033950078762 -0.0042518995047643978 0.0026464453545533961 -0.0015149196486563237 0.00027528836009245157
leaf_weight=1325 46 52 1025 46 79 47 52 227 85 54 72 82 55 55 72 49 60 191 47
leaf_count=1325 46 52 1025 46 79 47 52 227 85 54 72 82 55 55 72 49 60 191 47
internal_value=0 -2.01123e-05 -0.000283206 -0.000361252 -0.0002689 -0.000373801 -0.0023038 -0.000220535 0.00017093 0.00142262 8.17894e-05 -0.00111977 0.000260113 0.000225593 0.00191704 0.000611869 3.61815e-05 -6.65872e-05 0.00141952
internal_weight=0 3628 1528 1476 1430 1351 99 1252 2100 139 1961 209 127 1752 176 121 1576 1516 93
internal_count=3721 3628 1528 1476 1430 1351 99 1252 2100 139 1961 209 127 1752 176 121 1576 1516 93
is_linear=0
shrinkage=0.0995203


Tree=3103
num_leaves=10
num_cat=0
split_feature=7 10 30 8 20 8 26 26 26
split_gain=0.0178118 0.0181052 0.0172418 0.0158331 0.0174219 0.0162447 0.0213188 0.0322243 0.0224079
threshold=0.10781500000000002 0.091080000000000022 0.11901000000000002 0.15415000000000004 -0.030064999999999998 -0.49499500000000002 0.12086000000000002 0.26711000000000013 0.11326500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 8 -8 -7
right_child=-2 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.0013820812718886289 0.0019604398025405965 -0.0016189336063784133 0.0017373270381174557 -2.8500899278109523e-06 -0.0026654686402130092 5.4876389035793483e-05 0.0023385392567521492 -0.00011936846348448544 -0.0012116669872062175
leaf_weight=79 46 68 57 53 46 3016 99 112 145
leaf_count=79 46 68 57 53 46 3016 99 112 145
internal_value=0 -9.98168e-06 2.01237e-05 -7.2177e-06 -0.0012483 2.81483e-05 6.14303e-05 0.00102999 -2.96297e-06
internal_weight=0 3675 3607 3550 99 3451 3372 211 3161
internal_count=3721 3675 3607 3550 99 3451 3372 211 3161
is_linear=0
shrinkage=0.0995203


Tree=3104
num_leaves=14
num_cat=0
split_feature=13 25 12 21 26 2 1 0 21 20 26 9 11
split_gain=0.0244766 0.0224088 0.0222365 0.0230801 0.0566055 0.061441 0.0398563 0.0256587 0.0625004 0.0804372 0.0228292 0.0441964 0.0261625
threshold=0.089365000000000014 0.096120000000000025 0.078440000000000024 -0.079279999999999989 0.087495000000000031 -0.0072299999999999994 -0.016029999999999999 -0.16423499999999999 0.090285000000000018 -0.042414999999999994 0.08401500000000002 0.099125000000000033 -0.364875
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 -5 12 -12 -9
right_child=-2 -3 -4 7 -6 -7 -8 10 -10 -11 11 -13 -14
leaf_value=-0.0033503362793415557 0.0022674513583626423 0.0019460577176787113 -0.0021099128460282733 -0.0051792790256359814 0.003299154942213394 0.0032499712007144927 0.00010948990719496042 -0.0017162892467315323 0.0011379484992567481 -0.00025530460199944881 -0.00039619146931482512 0.00096901755050343556 0.00046925989185931511
leaf_weight=46 48 58 50 59 71 46 115 57 76 75 1672 273 1073
leaf_count=46 48 58 50 59 71 46 115 57 76 75 1672 273 1073
internal_value=0 5.21547e-06 -2.57146e-05 3.30347e-06 0.00087422 3.85244e-05 -0.000873948 -7.01505e-05 -0.00113448 -0.00242943 2.26939e-06 -0.00020415 0.000358291
internal_weight=0 3671 3613 3563 278 207 161 3285 210 134 3075 1945 1130
internal_count=3719 3671 3613 3563 278 207 161 3285 210 134 3075 1945 1130
is_linear=0
shrinkage=0.0995203


Tree=3105
num_leaves=18
num_cat=0
split_feature=13 18 3 3 6 26 26 5 26 26 20 20 5 26 26 1 17
split_gain=0.0198467 0.0184233 0.0219374 0.051039 0.0503777 0.0334252 0.0814488 0.086 0.0615483 0.0587618 0.0249957 0.0308514 0.0545286 0.0356951 0.0238868 0.0204951 0.00739588
threshold=0.089365000000000014 -0.46879999999999999 0.10960500000000002 0.11165000000000001 -0.425425 0.11377500000000003 0.13124500000000003 -0.072535000000000002 0.10924500000000002 0.10393000000000002 -0.078725000000000003 -0.058504999999999995 -0.11065499999999999 0.092180000000000026 -0.054024999999999997 -0.010764999999999999 -0.0062099999999999994
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 8 7 -7 9 -6 14 13 -13 -12 -5 -16 -8
right_child=-2 2 3 10 5 6 16 -9 -10 -11 11 12 -14 -15 15 -17 -18
leaf_value=-0.0017546790759365555 0.0020417941234119148 -0.0029506262324489 0.0032361873482510141 0.00080447131469933892 7.1776226947364396e-05 -0.0058261187392393684 0.00019021435978910922 -0.0007222777359917413 0.0036775114213303231 -0.0034446339817549576 0.003919777128988897 0.0012831751668706455 -0.0008201773375099943 0.00019475757847200285 -0.00030341739936724229 -0.0032190736508996534 0.0019504340053728272
leaf_weight=58 48 60 62 53 2421 54 51 84 46 48 53 242 246 50 47 50 46
leaf_count=58 48 60 62 53 2421 54 51 84 46 48 53 242 246 50 47 50 46
internal_value=0 4.6964e-06 3.31665e-05 0.000492075 -9.76821e-05 -3.51383e-05 -0.00117039 -0.00272537 7.06137e-05 3.08183e-06 0.000261368 0.000553417 0.000221201 0.00211946 -0.000883849 -0.00181477 0.0010334
internal_weight=0 3671 3613 803 2810 2750 235 138 2515 2469 741 591 488 103 150 97 97
internal_count=3719 3671 3613 803 2810 2750 235 138 2515 2469 741 591 488 103 150 97 97
is_linear=0
shrinkage=0.0995203


Tree=3106
num_leaves=12
num_cat=0
split_feature=35 4 2 9 2 2 19 9 9 8 6
split_gain=0.0193163 0.0304378 0.0208436 0.0711211 0.0431018 0.0439913 0.0255442 0.0317345 0.0327665 0.0249651 0.0284356
threshold=0.004000000000000001 0.15615500000000004 -0.057419999999999999 0.11819000000000003 -0.050194999999999997 -0.037414999999999997 0.13265500000000005 0.11408000000000003 0.10892000000000003 0.0033350000000000007 0.041585000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 7 8 -1 10 -7
right_child=-2 -3 4 -5 5 9 -8 -9 -10 -11 -12
leaf_value=-9.6753039909932753e-05 -0.0019761745726636984 0.0025704996134154269 0.0033201690293112773 -0.003734321993758592 -0.0023449281440640892 0.0005182990930331251 0.0017966758528765246 0.0024024856821585911 -0.0024522961284164074 0.0024936689706953016 -0.0012616332865368286
leaf_weight=2396 47 47 48 53 60 731 72 49 60 55 101
leaf_count=2396 47 47 48 53 60 731 72 49 60 55 101
internal_value=0 5.40019e-05 2.11483e-05 -0.000125397 0.000409323 0.000260918 -5.08564e-05 -0.000104286 -0.000154632 0.00043811 0.000301242
internal_weight=0 3672 3625 2630 995 947 2577 2505 2456 887 832
internal_count=3719 3672 3625 2630 995 947 2577 2505 2456 887 832
is_linear=0
shrinkage=0.0995203


Tree=3107
num_leaves=14
num_cat=0
split_feature=13 18 12 2 6 29 26 26 18 18 18 17 26
split_gain=0.016579 0.0149195 0.0152278 0.0168079 0.0275818 0.0372459 0.104601 0.0234007 0.0202524 0.0646787 0.0537121 0.037336 0.0298466
threshold=0.089365000000000014 -0.46510999999999997 0.078440000000000024 -0.012154999999999999 -0.47287499999999999 -0.077709999999999987 -0.011984999999999999 -0.081269999999999995 0.088735000000000022 0.091330000000000008 0.086800000000000016 0.51392000000000015 0.11575500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 7 -7 -6 10 -10 11 -3 -11
right_child=-2 2 -4 4 5 6 -8 -9 9 12 -12 -13 -14
leaf_value=-0.0014701856197873481 0.0018629053107231772 -7.4594479990482335e-05 -0.0016616003099415287 -0.0016875433785336626 0.00052439756212743229 0.0051244207491593606 0.0005251541898096115 -0.0025053003481477127 -0.003073246010987496 0.00025649732199734519 0.0034145280027696977 0.0019966866517425364 -0.0014688819038097382
leaf_weight=67 48 2035 52 54 46 54 535 55 87 419 47 90 130
leaf_count=67 48 2035 52 54 46 54 535 55 87 419 47 90 130
internal_value=0 1.05337e-06 2.86315e-05 5.36064e-05 0.000474301 0.000644675 0.000948209 -0.00111733 -5.75681e-05 -0.000551659 8.67335e-05 1.27452e-05 -0.000150571
internal_weight=0 3671 3604 3552 744 690 589 101 2808 636 2172 2125 549
internal_count=3719 3671 3604 3552 744 690 589 101 2808 636 2172 2125 549
is_linear=0
shrinkage=0.0995203


Tree=3108
num_leaves=20
num_cat=0
split_feature=5 3 26 0 18 18 18 17 6 26 18 9 9 5 9 18 0 10 10
split_gain=0.0328001 0.0265521 0.090684 0.0657671 0.0448872 0.0400944 0.0984555 0.0474433 0.0526037 0.0676334 0.0439372 0.0374806 0.0808742 0.0370008 0.03247 0.0298246 0.0276326 0.0247258 0.0431053
threshold=-0.54885499999999998 0.090595000000000023 0.11215000000000001 -0.229625 -0.11533 0.022040000000000008 0.089505000000000015 -0.0077549999999999997 0.097935000000000022 0.11790500000000002 0.09729500000000002 0.091885000000000022 0.090255000000000016 0.16703000000000004 -0.22988499999999998 0.11906500000000002 -0.23099 0.09056500000000002 0.084475000000000022
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 13 14 -7 10 9 -9 -8 12 -6 -5 -3 -12 -16 18 -18
right_child=1 5 -4 4 11 6 7 8 -10 -11 15 -13 -14 -15 16 -17 17 -19 -20
leaf_value=-0.002270571050555544 0.0035809656342572801 0.0025515934061432085 0.0039875412886332317 -0.00015770660909860263 0.0002340132645478494 -0.0044775089186222996 0.0027128659662247591 -0.001689603225623841 -0.0037655150695342608 0.002410184967200061 -0.0018101482548298969 0.0023229801674415538 -0.0037313972452425025 -0.0037046925234084397 -0.0023759360239056942 0.00076272813799824213 9.7185473876838349e-05 0.0022721807334367505 -0.0026561109207479216
leaf_weight=63 54 50 64 63 1305 68 67 144 68 55 74 78 53 55 48 112 1236 48 59
leaf_count=63 54 50 64 63 1305 68 67 144 68 55 74 78 53 55 48 112 1236 48 59
internal_value=0 1.93664e-05 0.000313216 0.000166465 4.72874e-05 -0.000222377 -0.00091502 -0.000447582 -0.00137377 -0.000552382 0.000526627 0.000201125 7.86484e-05 -0.0018179 5.96878e-05 -0.000256488 -2.92962e-05 5.39653e-05 -2.76222e-05
internal_weight=0 3701 1672 1608 1554 2029 588 520 267 199 253 1436 1358 118 1441 186 1391 1343 1295
internal_count=3764 3701 1672 1608 1554 2029 588 520 267 199 253 1436 1358 118 1441 186 1391 1343 1295
is_linear=0
shrinkage=0.0995203


Tree=3109
num_leaves=19
num_cat=0
split_feature=19 5 5 5 1 1 2 2 2 1 20 26 20 5 20 5 5 2
split_gain=0.0272006 0.0256908 0.024003 0.0442529 0.111322 0.0688128 0.0383285 0.125625 0.0944509 0.0772947 0.0507718 0.0339672 0.0409235 0.0313582 0.0638266 0.0399327 0.0999621 0.0265037
threshold=-0.10411999999999999 -0.54885499999999998 -0.077634999999999996 -0.06241 -0.01538 -0.077429999999999985 -0.082084999999999991 -0.082954999999999987 -0.080874999999999989 -0.07825 -0.089994999999999992 -0.088059999999999986 -0.048779999999999997 -0.042209999999999991 -0.012970000000000001 -0.018754999999999997 -0.021235 -0.24151999999999998
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 11 -8 -10 -11 -3 -13 14 -5 16 -15 -17
right_child=1 2 3 13 -6 -7 8 -9 9 10 -12 12 -14 15 -16 17 -18 -19
leaf_value=0.0020333466527459932 -0.0020446033459133959 0.0019697706571088301 -0.0013181730611794749 -0.0015461182031731495 0.0012720098384057534 -0.0059430071254581362 -0.0031080320017262413 0.0049051135339131125 0.003342386203226804 0.0028227780102140247 -0.00022365119417677696 -0.002828898517408376 0.00046222043760704197 -0.00034533527010861852 0.0029880392405418526 -0.0017398856130582071 -0.0053765328521309204 8.0125703589127386e-05
leaf_weight=63 63 76 72 47 83 58 87 73 77 59 663 54 121 196 88 83 49 1752
leaf_count=63 63 76 72 47 83 58 87 73 77 59 663 54 121 196 88 83 49 1752
internal_value=0 -5.19776e-05 -1.72458e-05 -0.00019792 -0.0015682 -0.00338786 0.000344621 0.00127087 4.977e-06 0.000344965 2.41616e-05 0.00021064 -0.000548647 -6.57811e-05 0.00140342 -0.000161531 -0.00135492 -1.75026e-06
internal_weight=0 3701 3638 2428 213 130 1210 324 886 799 722 251 175 2215 135 2080 245 1835
internal_count=3764 3701 3638 2428 213 130 1210 324 886 799 722 251 175 2215 135 2080 245 1835
is_linear=0
shrinkage=0.0995203


Tree=3110
num_leaves=18
num_cat=0
split_feature=19 5 3 26 0 18 2 26 26 2 2 26 2 6 6 6 2
split_gain=0.0220568 0.0208309 0.0220461 0.0739667 0.0547139 0.0549756 0.04396 0.0403283 0.111939 0.0538534 0.12109 0.0452423 0.0410189 0.033098 0.0567308 0.0363803 0.0285547
threshold=-0.10411999999999999 -0.54885499999999998 0.090595000000000023 0.11215000000000001 -0.229625 -0.11533 -0.097424999999999998 0.11215000000000001 0.11659500000000002 -0.057419999999999999 -0.077604999999999993 0.10144500000000002 -0.0083149999999999995 -0.015744999999999999 -0.0079349999999999993 -0.042294999999999992 -0.082830000000000001
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 16 -7 11 -9 10 -10 13 -11 15 -15 -4 -6
right_child=1 2 7 -5 5 6 -8 8 9 12 -12 -13 -14 14 -16 -17 -18
leaf_value=0.0018309874799988894 -0.0018411240763116599 0.0032318610901705177 6.0015807211633718e-05 0.0035693110815114885 -0.00049002107046112445 0.0017664908056855661 -1.7604787732143823e-05 -0.0053304468520327048 0.0012275383324116182 0.0027553888622858106 -0.0041704359868014037 0.0022472822348009415 -0.00072010917104457209 -0.0040471010581128678 -0.00042423935462988446 0.0023839441498428311 -0.0037471271921908117
leaf_weight=63 63 54 786 64 53 153 1283 55 77 68 88 82 66 46 635 73 55
leaf_count=63 63 54 786 64 53 153 1283 55 77 68 88 82 66 46 635 73 55
internal_value=0 -4.68268e-05 -1.55295e-05 0.00025136 0.000117964 8.52788e-06 0.000171913 -0.000240423 -0.00120286 -0.00044087 -0.00164642 -2.98668e-05 0.00103747 -0.000151649 -0.000670158 0.000258462 -0.00215631
internal_weight=0 3701 3638 1662 1598 1544 1436 1976 354 299 165 1622 134 1540 681 859 108
internal_count=3764 3701 3638 1662 1598 1544 1436 1976 354 299 165 1622 134 1540 681 859 108
is_linear=0
shrinkage=0.0995203


Tree=3111
num_leaves=26
num_cat=0
split_feature=19 1 1 1 26 26 2 1 6 18 18 18 18 9 18 18 18 0 0 1 26 9 1 2 0
split_gain=0.0178853 0.0167291 0.0642673 0.0371771 0.0583341 0.142313 0.137215 0.049865 0.035271 0.0286617 0.0992054 0.0560383 0.0281497 0.0629003 0.0413989 0.0252014 0.0218615 0.0140465 0.0539676 0.0432782 0.0341094 0.0442836 0.0304815 0.0855558 0.0445214
threshold=-0.10411999999999999 -0.07825 -0.075284999999999991 -0.082344999999999988 0.091195000000000012 0.088015000000000024 -0.080644999999999994 -0.080844999999999986 0.093835000000000016 -0.10082999999999999 -0.13579499999999997 -0.16233499999999998 -0.088855000000000003 0.087055000000000021 -0.093649999999999997 -0.082304999999999989 -0.050324999999999995 -0.071029999999999996 -0.073219999999999993 -0.054974999999999996 0.11790500000000002 0.11296000000000002 -0.053299999999999993 -0.073884999999999992 -0.076439999999999994
decision_type=2 2 2 2 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 5 7 -6 -5 -3 10 11 -2 13 14 -11 -14 -17 18 22 -19 21 -21 23 -4 -24
right_child=1 2 17 4 6 -7 -8 -9 -10 12 -12 -13 15 -15 -16 16 -18 19 -20 20 -22 -23 24 -25 -26
leaf_value=0.0016487673215608704 0.0015065723906361325 -0.00052385198355004998 -0.00076636043467606945 -0.0016819183182039288 -0.0043002005941811241 0.0071361538408678139 0.0026099586838697481 0.0027600213902818204 -0.004084645167945925 0.0018962894771541341 0.004240047938825829 -0.0033241012900254068 0.0019115462037798082 -0.0045028295357795439 -0.0021536623514031867 -0.0021507362516528516 -7.6374628788653386e-06 -0.0026281696776643414 0.0030048710294387033 -0.00021399647154676327 -0.0025375200017305347 0.0030957674285186304 -8.1822250497677658e-05 0.0044795196334083166 -0.0031918546935270509
leaf_weight=63 49 50 73 51 50 47 66 49 63 51 64 46 63 47 49 51 634 83 59 307 51 46 1552 53 47
leaf_count=63 49 50 73 51 50 47 66 49 63 51 64 46 63 47 49 51 634 83 59 307 51 46 1552 53 47
internal_value=0 -4.21666e-05 -0.000199619 0.000242228 0.0013008 0.00261811 -0.000361502 0.000486446 -0.00251632 -2.11363e-05 0.00120929 -0.000823874 -0.00024064 -0.00149967 -8.00007e-05 5.69578e-06 -0.000168392 -8.39842e-05 4.49076e-05 -0.000557827 -0.000130458 0.000214986 -5.58572e-05 0.00143374 -0.000173749
internal_weight=0 3701 2384 1317 263 147 116 100 113 1054 159 95 895 147 100 748 685 2271 1784 487 404 353 1725 126 1599
internal_count=3764 3701 2384 1317 263 147 116 100 113 1054 159 95 895 147 100 748 685 2271 1784 487 404 353 1725 126 1599
is_linear=0
shrinkage=0.0995203


Tree=3112
num_leaves=9
num_cat=0
split_feature=24 2 27 28 29 26 19 21
split_gain=0.0214888 0.0302952 0.0199473 0.0252345 0.024096 0.0210469 0.0412954 0.0335366
threshold=0.10415500000000003 0.42136500000000005 -0.14624499999999999 0.080375000000000016 -0.11266 0.094025000000000011 -0.066709999999999992 0.11729000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -7
right_child=-2 -3 3 -5 5 7 -8 -9
leaf_value=-0.0020214683219846132 -0.0021432195729658315 -0.002098558934886966 0.0022185500969292239 0.0019772802530172028 -0.0030580443786317542 0.00020306842615641356 -8.1333364629386745e-05 0.0021798502473535817
leaf_weight=46 47 67 49 67 47 652 2657 98
leaf_count=46 47 67 49 67 47 652 2657 98
internal_value=0 -1.46363e-06 3.71666e-05 6.39217e-05 2.70922e-05 -3.75979e-06 -0.000133376 0.00046246
internal_weight=0 3683 3616 3570 3503 3454 2704 750
internal_count=3730 3683 3616 3570 3503 3454 2704 750
is_linear=0
shrinkage=0.0995203


Tree=3113
num_leaves=18
num_cat=0
split_feature=8 3 26 26 18 28 8 0 5 21 0 17 2 26 2 5 5
split_gain=0.0289746 0.0410939 0.0356598 0.0348299 0.0288127 0.0266174 0.0229822 0.0162282 0.0313872 0.0500524 0.0630576 0.0223327 0.0342695 0.0763977 0.0699919 0.0310183 0.0502422
threshold=-0.49499500000000002 0.11926500000000002 0.12086000000000002 0.26711000000000013 0.10786500000000003 0.080375000000000016 0.025720000000000003 -0.11896 -0.0033300000000000001 0.11309000000000002 -0.15137999999999999 -0.14169499999999999 -0.087075 0.083760000000000015 -0.086414999999999992 -0.010764999999999999 0.066275000000000014
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 7 -5 8 9 10 -2 15 13 -13 -14 -9 -17
right_child=2 -3 3 6 -6 -7 -8 11 -10 -11 -12 12 14 -15 -16 16 -18
leaf_value=-0.0038011785198629605 -0.00033376693860025984 0.00015376607859028088 0.0042040107167494074 -0.0010535951017523982 0.00084903644279557241 0.002267764359578739 0.0017648271171961005 0.001620503738359173 0.0012474112500119791 0.0019446575117560037 -0.0029910521436139082 -4.6380806644279717e-06 -0.003131095807781393 0.0029631299483339579 0.00010240434633228263 -0.0027541765680294582 -0.00031534342861771727
leaf_weight=48 234 56 53 71 50 48 48 63 76 52 143 248 69 131 1693 99 548
leaf_count=48 234 56 53 71 50 48 48 63 76 52 143 248 69 131 1693 99 548
internal_value=0 -0.00166372 2.09351e-05 0.0012432 0.00258333 -5.85371e-05 7.63685e-05 -9.20536e-05 -0.000612035 -0.000943356 -0.00134387 0 0.000160451 0.001019 -2.37551e-05 -0.000483634 -0.000689784
internal_weight=0 104 3626 222 103 3404 119 3356 505 429 377 2851 2141 379 1762 710 647
internal_count=3730 104 3626 222 103 3404 119 3356 505 429 377 2851 2141 379 1762 710 647
is_linear=0
shrinkage=0.0995203


Tree=3114
num_leaves=13
num_cat=0
split_feature=8 3 26 9 3 21 28 27 29 21 12 0
split_gain=0.0234712 0.0333462 0.0289325 0.0535967 0.112889 0.0441193 0.021584 0.0157861 0.0187873 0.0371265 0.0236906 0.0329762
threshold=-0.49499500000000002 0.11926500000000002 0.12086000000000002 0.11296000000000002 0.11025500000000002 0.086835000000000009 0.080375000000000016 -0.038765000000000001 -0.08570499999999999 0.083750000000000019 -0.0063699999999999998 0.047575000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -5 7 -2 9 -9 -10 -12
right_child=2 -3 3 5 -6 -7 -8 8 10 -11 11 -13
leaf_value=-0.0034228846488164547 -0.0015012382019078505 0.00013846316164099336 0.00023226325957086905 -0.002891510794331881 0.006389495315557255 0.0014383115313793019 0.0020420759550624627 0.0032379497395372925 -0.001827443118606007 -0.00068710517806987235 -0.00013481530406131748 0.0011710365711313992
leaf_weight=48 76 56 83 46 46 47 48 49 76 46 2904 205
leaf_count=48 76 56 83 46 46 47 48 49 76 46 2904 205
internal_value=0 -0.00149737 1.88741e-05 0.00111984 0.00243421 -0.000694519 -5.26876e-05 -8.28924e-05 -4.97787e-05 0.00132878 -9.11544e-05 -4.84472e-05
internal_weight=0 104 3626 222 129 93 3404 3356 3280 95 3185 3109
internal_count=3730 104 3626 222 129 93 3404 3356 3280 95 3185 3109
is_linear=0
shrinkage=0.0995203


Tree=3115
num_leaves=33
num_cat=0
split_feature=8 3 3 6 3 7 4 17 17 5 17 21 9 26 26 9 17 6 3 26 17 8 2 0 8 5 0 3 0 21 2 9
split_gain=0.0216971 0.0290429 0.0560061 0.0321662 0.0522883 0.0289759 0.0255046 0.0251865 0.0719104 0.137751 0.126856 0.0498555 0.0444014 0.0421683 0.0757568 0.0454924 0.0634727 0.0619249 0.0364997 0.0453996 0.0431174 0.0331362 0.133698 0.105626 0.0813196 0.0483946 0.0271884 0.0735176 0.0245964 0.0443103 0.0345849 0.0242941
threshold=-0.089044999999999999 0.11721500000000003 0.13345500000000002 0.090600000000000028 0.089735000000000023 0.053160000000000013 0.13662500000000002 -0.09744499999999999 -0.084209999999999993 0.0029100000000000007 -0.078119999999999995 0.085855000000000029 0.095415000000000014 0.086255000000000012 0.088545000000000026 0.08622500000000001 -0.12647999999999998 0.084985000000000019 0.11360500000000003 0.094605000000000022 -0.47367999999999999 -0.084855 -0.087075 -0.086304999999999993 -0.084324999999999997 0.054660000000000007 -0.08076499999999999 0.091065000000000021 -0.14075499999999999 0.079735000000000014 -0.012154999999999999 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 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 28 -4 12 9 11 -10 -9 13 15 -15 16 17 -2 20 -20 -14 22 -12 -24 -23 -26 -16 -28 -1 30 -30 -31
right_child=7 2 6 4 -6 -7 -8 8 10 -11 21 -13 18 14 26 -17 -18 -19 19 -21 -22 24 23 -25 25 -27 27 -29 29 31 -32 -33
leaf_value=-0.0031403694201784641 0.00077420660901359394 0.0031657294867550017 -0.002417893990142023 0.0031001645938205998 -0.0014227166435208714 0.0012813520130340377 0.00053844318106221177 -0.0019509620886170916 -0.0046610979562568466 0.0069398849973610656 0.0057038660464936112 0.002606721902047692 0.00047682400674977358 0.002886273734688262 0.0010935866222836017 -0.0036467006206145564 -0.0041129703354363936 -0.0029964634316020288 -0.0020542949588836647 0.0016618431678081275 0.0044006530807563678 -0.0040465258386307764 0.0019712783368046973 -0.001832406930692935 0.00036929476532140525 -0.0018206074290324802 -0.0045646491878119939 0.00010863251748651485 -0.0012223584494497884 -0.00058688966270753235 -0.0040728277033861334 0.0021178716233402114
leaf_weight=63 168 59 46 51 50 47 77 48 53 46 54 47 69 73 51 77 50 58 71 60 47 46 166 128 1328 108 52 92 255 86 51 53
leaf_count=63 168 59 46 51 50 47 77 48 53 46 54 47 69 73 51 77 50 58 71 60 47 46 166 128 1328 108 52 92 255 86 51 53
internal_value=0 -0.000466913 0.00064294 -0.000776078 0.00085301 -0.00107402 -0.000560524 0.000108144 0.000300691 0.00246883 0.000137905 0.000295275 -0.000339892 -0.000789454 0.000148962 -0.00150423 -0.00090354 -0.000189866 0.000787069 -0.000345998 0.00207371 0.00027734 0.00115142 0.000312468 7.15386e-05 0.000204024 -0.000871577 -0.00157326 -0.00129355 -0.00103025 -0.00170011 0.000438533
internal_weight=0 838 182 656 101 555 123 2892 2024 141 1883 95 868 621 268 353 276 226 247 131 116 1830 348 294 1482 1436 195 144 508 445 306 139
internal_count=3730 838 182 656 101 555 123 2892 2024 141 1883 95 868 621 268 353 276 226 247 131 116 1830 348 294 1482 1436 195 144 508 445 306 139
is_linear=0
shrinkage=0.0995203


Tree=3116
num_leaves=26
num_cat=0
split_feature=21 9 9 2 9 8 8 8 3 2 2 3 3 9 10 1 9 5 18 8 9 1 3 3 3
split_gain=0.0435267 0.023077 0.0964026 0.0414354 0.104877 0.112393 0.0690973 0.0789885 0.0550731 0.046503 0.0451111 0.0483965 0.142695 0.104491 0.0414439 0.0329598 0.0274762 0.0618619 0.112284 0.115099 0.0320219 0.0222095 0.0219592 0.0527411 0.0526842
threshold=-0.096850000000000006 0.089025000000000021 0.088510000000000019 -0.080329999999999999 0.09550500000000002 -0.083294999999999994 -0.074204999999999993 -0.054384999999999996 0.11125500000000002 -0.112555 -0.07934999999999999 0.092300000000000021 0.09339500000000002 0.090775000000000022 0.087995000000000018 -0.053299999999999993 0.087495000000000031 -0.087969999999999993 -0.0065549999999999992 -0.080659999999999996 0.08709500000000002 -0.0012649999999999998 0.087570000000000023 0.087975000000000012 0.086965000000000028
decision_type=2 2 2 2 2 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 4 5 -3 -7 -8 9 14 -5 13 -13 -12 -6 -14 20 -18 19 -19 22 -15 24 -24 -2
right_child=1 3 -4 10 8 6 7 -9 -10 -11 11 12 15 21 -16 -17 17 18 -20 -21 -22 -23 23 -25 -26
leaf_value=-0.002118145149003047 -0.00012533194739073236 -0.0019751776559307787 -0.003506429759402227 -0.0026469219467837191 0.0017281828959504659 0.0056808476910091069 -0.0010501406284395569 0.0031734426425928824 0.001619572428655754 -0.0039810407928690282 0.0055120737178437447 -0.005524214364996614 0.0010977486334319752 0.0013774849218793803 -0.0024709207369384379 -0.00037875731468809543 -0.0017654146934129025 -0.0029568578772163267 0.0056880949248934512 0.0037114892074617987 -0.0022063471887763804 -0.001681370043907698 0.0034741712317209609 0.00015138489793586259 -0.0028482601759662858
leaf_weight=89 829 55 79 60 47 69 59 168 73 56 50 46 252 48 46 368 55 55 56 48 68 46 50 897 77
leaf_count=89 829 55 79 60 47 69 59 168 73 56 50 46 252 48 46 368 55 55 56 48 68 46 50 897 77
internal_value=0 0.000109108 -9.24182e-05 0.000418877 0.00107602 0.00214731 0.00291608 0.00207208 -0.000614093 -0.00171393 -1.29878e-05 0.000181108 -0.000175472 0.00183597 -0.000339991 0.000220051 3.35249e-05 0.00110346 0.00210099 0.000142774 -8.52405e-05 -0.000110693 -6.95993e-06 0.000327687 -0.000357654
internal_weight=0 3657 2214 1443 573 351 296 227 222 149 870 810 666 144 93 620 2135 214 159 103 1921 94 1853 947 906
internal_count=3746 3657 2214 1443 573 351 296 227 222 149 870 810 666 144 93 620 2135 214 159 103 1921 94 1853 947 906
is_linear=0
shrinkage=0.0995203


Tree=3117
num_leaves=19
num_cat=0
split_feature=20 0 0 0 3 3 26 17 4 3 0 26 9 17 26 26 3 0
split_gain=0.0568559 0.0292768 0.0958743 0.0798924 0.0372509 0.11136 0.0584041 0.0577415 0.048906 0.0470647 0.0358755 0.0292645 0.0431235 0.0304867 0.0229989 0.0263976 0.0435021 0.020326
threshold=-0.40431 -0.079805000000000001 -0.079284999999999994 -0.080324999999999994 0.092900000000000024 0.090905000000000027 0.084355000000000027 -0.040099999999999997 0.10386500000000003 0.094045000000000031 -0.080884999999999999 0.086580000000000032 0.091885000000000022 -0.46515999999999996 -0.2382 -0.09071499999999999 0.096775000000000014 -0.081854999999999997
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 10 5 6 8 -8 -4 -6 14 13 -13 -11 -2 16 -16 -17
right_child=1 2 4 -5 9 -7 7 -9 -10 11 -12 12 -14 -15 15 17 -18 -19
leaf_value=-0.0032494256709286237 -0.0022425936895489394 0.0048217491120417372 0.0027735218897777356 -0.0041871834375352031 -0.0030984323360934212 0.0044596418632622693 0.00031500831152889489 -0.0042404054849731771 -0.00041002568861344226 0.00086505467472882357 0.0022446535326816871 0.0028210874348460063 0.00025376388021847298 -0.00099990186563388519 -4.7963606184717332e-05 -7.0475751136772646e-05 0.0037317788869463803 -0.0014184564617494521
leaf_weight=51 49 48 105 47 47 79 68 46 87 120 66 76 447 311 83 1851 47 118
leaf_count=51 49 48 105 47 47 79 68 46 87 120 66 76 447 311 83 1851 47 118
internal_value=0 9.60593e-05 0.000447942 -0.000126754 0.000295877 0.00112785 0.000265002 -0.00151596 0.00132671 -2.32936e-05 -4.01871e-05 0.000127349 0.000628401 -0.000478757 -0.000110773 -6.06167e-05 0.00131226 -0.000151675
internal_weight=0 3695 1434 2261 1386 385 306 114 192 1001 2214 954 523 431 2148 2099 130 1969
internal_count=3746 3695 1434 2261 1386 385 306 114 192 1001 2214 954 523 431 2148 2099 130 1969
is_linear=0
shrinkage=0.0995203


Tree=3118
num_leaves=29
num_cat=0
split_feature=0 0 0 3 3 0 0 26 5 0 3 0 5 26 26 1 9 17 0 1 1 1 0 3 3 5 26 26
split_gain=0.0301809 0.077805 0.0624719 0.0309093 0.0912817 0.0544555 0.0717059 0.0496785 0.0413974 0.0410742 0.0380726 0.0254499 0.0257104 0.0563554 0.192103 0.132798 0.0819338 0.0339554 0.0402505 0.0400601 0.0708411 0.0475193 0.0251522 0.0340369 0.0773718 0.0333726 0.0225003 0.0354792
threshold=-0.079805000000000001 -0.079284999999999994 -0.080324999999999994 0.092900000000000024 0.091405000000000028 -0.073664999999999994 -0.0033699999999999997 0.089625000000000024 -0.023589999999999996 0.047575000000000013 0.094045000000000031 -0.080884999999999999 -0.0050400000000000002 0.088685000000000028 0.091915000000000024 -0.0021099999999999995 0.08488500000000003 -0.098644999999999997 -0.090939999999999993 -0.080349999999999991 -0.078509999999999983 -0.082635 -0.071340000000000001 0.09940000000000003 0.096385000000000012 0.0043900000000000015 -0.22491999999999998 -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 2 2 2 2
left_child=2 -2 11 4 5 7 8 -3 -7 -8 -5 12 17 15 -15 16 -14 18 -1 21 -21 -19 23 24 -12 -25 -24 -28
right_child=1 3 -4 10 -6 6 9 -9 -10 -11 22 -13 13 14 -16 -17 -18 19 -20 20 -22 -23 26 25 -26 -27 27 -29
leaf_value=-0.00010784520632572787 0.0043418879645043609 -0.0038409711057625666 -0.0037704742667485523 -0.0027900757794243614 0.0049906138786556297 0.0012645435887116698 -0.0021751642126444726 0.0006988159390707337 0.0054695657034486188 0.0011952487279701632 0.0020712527116277038 0.0017363079264800297 -0.0009512328928427651 -0.0076251550927660759 0.0012748890510850368 -0.0051387216060098575 0.0024514409700725449 -0.00025592447187949656 0.0037075713792178691 0.0034900000002550781 -1.201669127181024e-05 -0.00271673992079615 -0.0020858690561554294 0.00059267439149582801 -0.002767014958747037 0.0039624902737446328 0.0021105011738252167 -0.00027437547839633756
leaf_weight=57 48 48 47 47 50 47 59 47 47 91 72 72 156 46 50 47 127 247 52 60 1221 114 57 62 60 56 69 590
leaf_count=57 48 48 47 47 50 47 59 47 47 91 72 72 156 46 50 47 127 247 52 60 1221 114 57 62 60 56 69 590
internal_value=0 0.000400884 -0.000178996 0.000265372 0.00101949 0.000431364 0.00122031 -0.00158635 0.00337577 -0.00012499 -2.34075e-05 -0.000103577 -0.000164803 -0.000858198 -0.00298119 -0.000238119 0.00057287 3.42477e-06 0.00170484 -0.000109021 0.000151373 -0.00103529 0.000110355 0.000970293 -0.000121758 0.00219885 -0.000188759 -2.34268e-05
internal_weight=0 1450 2296 1402 389 339 244 95 94 150 1013 2249 2177 426 96 330 283 1751 109 1642 1281 361 966 250 132 118 716 659
internal_count=3746 1450 2296 1402 389 339 244 95 94 150 1013 2249 2177 426 96 330 283 1751 109 1642 1281 361 966 250 132 118 716 659
is_linear=0
shrinkage=0.0995203


Tree=3119
num_leaves=21
num_cat=0
split_feature=6 6 6 1 3 3 8 8 3 1 2 2 3 6 2 10 3 4 8 8
split_gain=0.0680689 0.031371 0.0442726 0.096336 0.0419968 0.156589 0.0527282 0.0431239 0.0429745 0.0568221 0.021723 0.0383986 0.0629598 0.0289695 0.0259446 0.0254403 0.0255788 0.0317688 0.020697 0.027988
threshold=0.23663500000000004 0.090845000000000023 0.092705000000000023 -0.081594999999999987 0.09940000000000003 0.10850000000000003 -0.038994999999999995 -0.087444999999999995 0.096385000000000012 -0.072579999999999992 -0.10018999999999999 -0.14264999999999997 0.090205000000000021 0.090195000000000011 -0.094509999999999997 0.09056500000000002 0.11089500000000001 0.10300500000000003 0.10528000000000003 -0.06520999999999999
decision_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 -3 7 -6 -7 -4 9 -9 11 15 -13 14 -12 16 17 -1 19 -16
right_child=-2 2 4 -5 5 6 -8 8 -10 -11 13 12 -14 -15 18 -17 -18 -19 -20 -21
leaf_value=-0.00080930491656757461 -0.003569832262769307 -0.00037181290985656467 -0.0023488217660418971 0.0059550264382545954 0.0065964712141017698 0.0014607531847213851 -0.0026841037854762849 0.001634214341056639 -0.0019482812073759366 -0.0013862793663186267 -0.00198548194556497 0.0048677119147326389 0.00018954328147692868 -0.0025297196115956393 -0.00022870740647216851 0.0018837666818667899 -0.0024708677345918139 0.0021663651687483807 -0.0019641002482215274 0.00051890369273586794
leaf_weight=117 51 49 73 46 47 80 49 223 69 85 71 49 69 50 1707 56 50 51 55 699
leaf_count=117 51 49 73 46 47 80 49 223 69 85 71 49 69 50 1707 56 50 51 55 699
internal_value=0 9.07984e-05 0.000679819 0.00268309 0.0003745 0.00167826 -0.000107304 -0.000133596 0.000293176 0.000797979 -5.17252e-05 0.00063816 0.00213911 -0.000156781 -0.000109598 -5.24759e-06 -0.000494254 8.91511e-05 -5.51465e-05 -1.11684e-05
internal_weight=0 3695 721 95 626 176 129 450 377 308 2974 392 118 2582 2532 274 218 168 2461 2406
internal_count=3746 3695 721 95 626 176 129 450 377 308 2974 392 118 2582 2532 274 218 168 2461 2406
is_linear=0
shrinkage=0.0995203


Tree=3120
num_leaves=18
num_cat=0
split_feature=27 2 2 1 1 17 4 4 4 3 1 9 9 17 9 1 3
split_gain=0.0259612 0.0367699 0.0275188 0.0216622 0.0426649 0.061288 0.0409774 0.0383702 0.0458281 0.0329416 0.025822 0.0255677 0.0302823 0.0918403 0.0538246 0.0463229 0.036994
threshold=0.10360500000000002 -0.026175 -0.241895 0.007210000000000002 0.0015850000000000003 -0.023964999999999997 0.11378500000000003 0.10575500000000003 0.10876500000000001 0.13547000000000003 -0.000195 -0.25326499999999996 0.087515000000000023 -0.05543 0.089025000000000021 0.05309500000000001 0.091715000000000033
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 7 10 -9 -8 -4 -5 13 -13 -14 -15 -16
right_child=1 -3 3 11 5 -7 9 8 -10 -11 -12 12 14 15 16 -17 -18
leaf_value=0.0021223242182132041 0.00036020845397646367 -0.0030125658290458966 -0.00015323644867044244 -0.0019094324395928181 -0.0047774305661721968 -0.00018667134338802319 0.0038207799945032313 -0.0043550744282743669 0 0.00025177433946934138 0.0021322297806217975 0.0045526374984653671 -0.0032470805368236353 -0.0024661763854973077 -0.0018511726164505788 0.00092721474706428716 0.00071637551592244311
leaf_weight=59 59 69 2286 46 48 73 46 47 49 59 50 65 47 46 66 294 349
leaf_count=59 59 69 2286 46 48 73 46 47 49 59 50 65 47 46 66 294 349
internal_value=0 -0.00145153 -9.1686e-06 -4.46144e-05 -0.000188476 -0.00201457 -0.000101059 -0.000184472 -0.00213488 0.00182314 -0.000103968 0.00037331 0.000495369 0.00112365 -5.36263e-05 0.000465701 0.00030607
internal_weight=0 128 3630 3571 2658 121 2537 2432 96 105 2336 913 867 405 462 340 415
internal_count=3758 128 3630 3571 2658 121 2537 2432 96 105 2336 913 867 405 462 340 415
is_linear=0
shrinkage=0.0995203


Tree=3121
num_leaves=17
num_cat=0
split_feature=18 2 4 4 9 3 4 27 0 2 17 18 18 3 26 26
split_gain=0.0406958 0.0228764 0.0402752 0.0936801 0.0365948 0.0389516 0.112016 0.0219274 0.0339526 0.0179205 0.0740093 0.0203149 0.0769793 0.0476695 0.0475622 0.0337065
threshold=0.26473000000000008 -0.112555 0.084250000000000033 0.076195000000000027 0.10371500000000002 0.10486500000000003 0.10619500000000003 0.10360500000000002 -0.065519999999999981 -0.097214999999999996 -0.081674999999999998 -0.022504999999999997 -0.015440000000000001 0.084145000000000011 -0.10954 -0.047160000000000001
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 -7 9 -9 10 -3 13 -13 -11 -14 -15
right_child=-2 7 4 -5 -6 6 -8 8 -10 11 -12 12 14 15 -16 -17
leaf_value=-0.00012744154449638884 -0.0023795626447027031 0.00073750896393230279 -0.0026804171205036748 0.0048003673106635407 0.0022719574369544321 0.0040080561833332473 -0.002701904413520403 0.00017108520215094428 -0.0034892557956430082 -0.0027828689284313886 -0.0042732133512295113 0.0031328967712142882 0.003158503655122576 -0.0017642380773125349 -1.6321402587364814e-05 2.6102368893880458e-05
leaf_weight=90 73 74 68 66 48 46 53 53 47 73 48 85 48 116 1758 1012
leaf_count=90 73 74 68 66 48 46 53 53 47 73 48 85 48 116 1758 1012
internal_value=0 -6.3804e-06 0.000734478 0.00195215 -0.000145238 -0.000844903 0.000407587 -8.9566e-05 -0.00154109 -4.41488e-05 -0.00122721 2.26629e-06 0.000205823 -0.000317557 6.76061e-05 -0.000157285
internal_weight=0 3685 371 156 215 167 99 3314 100 3214 122 3092 1891 1201 1806 1128
internal_count=3758 3685 371 156 215 167 99 3314 100 3214 122 3092 1891 1201 1806 1128
is_linear=0
shrinkage=0.0995203


Tree=3122
num_leaves=16
num_cat=0
split_feature=18 2 9 9 9 4 4 9 2 8 9 27 3 22 38
split_gain=0.0329987 0.0187681 0.0356514 0.0652844 0.0470863 0.043999 0.0368236 0.0281729 0.025995 0.0215887 0.0260672 0.0229987 0.0258302 0.0155664 0.0126353
threshold=0.26473000000000008 -0.104295 0.093335000000000015 0.090150000000000022 0.10371500000000002 0.084250000000000033 0.076195000000000027 0.097510000000000027 -0.097214999999999996 0.079450000000000021 0.11408000000000003 0.10530500000000002 -1.0000000180025095e-35 0.11738500000000003 -0.077474999999999988
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 -4 -3 11 -11 12 14 -14 -10
right_child=-2 8 4 -5 -6 -7 -8 -9 9 10 -12 -13 13 -15 -16
leaf_value=-0.00012650888540168852 -0.0021427479872828514 -0.0017628686443064792 -0.00026795933282996011 0.004827751736552921 0.001570441045729877 -0.0016267392340661481 0.0034107299188352118 -0.0034541717623777072 0.00053246873917808541 0.0030709425122294443 -0.00022906441690067302 -0.0019215156683507467 -6.5938642365242342e-05 -0.0015904066214888787 0.0026479377169054833
leaf_weight=55 73 89 64 46 74 58 61 49 70 48 46 66 2843 68 48
leaf_count=55 73 89 64 46 74 58 61 49 70 48 46 66 2843 68 48
internal_value=0 -5.72331e-06 0.000631435 0.00149093 -0.000375354 0.000604072 0.00172653 -0.00165684 -8.50833e-05 -3.80022e-05 0.00144734 -8.33788e-05 -4.30567e-05 -0.000101831 0.00139994
internal_weight=0 3685 407 220 187 174 116 113 3278 3189 94 3095 3029 2911 118
internal_count=3758 3685 407 220 187 174 116 113 3278 3189 94 3095 3029 2911 118
is_linear=0
shrinkage=0.0995203


Tree=3123
num_leaves=9
num_cat=0
split_feature=18 2 35 2 6 6 5 1
split_gain=0.0267555 0.0190635 0.0183412 0.018871 0.0190754 0.0256174 0.0310255 0.018242
threshold=0.26473000000000008 -0.241895 0.004000000000000001 0.42989000000000011 -0.48214499999999999 -0.40707999999999994 -0.43873000000000001 0.41696500000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=0.0016971638938934935 -0.0019295013066315241 0.0015749856834876784 -0.0020101602480493189 0.0017861274616137414 -0.00014971458289796401 -4.7905648420290947e-05 -0.0033614069599442525 0.0019476154788096757
leaf_weight=64 73 71 46 57 73 3277 51 46
leaf_count=64 73 71 46 57 73 3277 51 46
internal_value=0 -5.19793e-06 -3.55127e-05 -9.87565e-06 -3.92079e-05 -7.2694e-05 -0.00147726 -2.00354e-05
internal_weight=0 3685 3621 3575 3518 3447 124 3323
internal_count=3758 3685 3621 3575 3518 3447 124 3323
is_linear=0
shrinkage=0.0995203


Tree=3124
num_leaves=23
num_cat=0
split_feature=11 17 2 2 8 2 1 2 2 8 1 4 8 9 9 9 9 2 9 9 9 2
split_gain=0.023563 0.0190634 0.0273849 0.049628 0.129951 0.177259 0.0901741 0.0434883 0.0347684 0.0261609 0.0251264 0.0294874 0.0252102 0.0190445 0.0401501 0.036329 0.0342227 0.0411026 0.0336061 0.0479253 0.023838 0.0303542
threshold=0.083750000000000033 -0.14169499999999999 -0.096664999999999987 -0.086050000000000001 -0.086304999999999993 -0.086609999999999993 -0.082635 -0.085599999999999996 -0.084869999999999987 1.0000000180025095e-35 -0.139265 0.079225000000000018 0.085560000000000011 0.088825000000000029 0.087055000000000021 0.084915000000000032 0.083610000000000032 -0.01504 0.09253500000000002 0.095415000000000014 0.097200000000000022 -0.073369999999999991
decision_type=2 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 10 4 -4 6 -6 -5 -9 -10 -3 12 -12 14 15 16 17 -1 -15 -20 -21 -22
right_child=-2 2 3 7 5 -7 -8 8 9 -11 11 -13 -14 18 -16 -17 -18 -19 19 20 21 -23
leaf_value=0.0011184740965750678 0.0020024579983885142 -0.0022403804590259294 -0.0024361316568298373 -0.0028829067360437929 0.0038740748407345539 0.0075591674461872012 -0.00074792333266835971 0.0025079274596020232 0.00015919256071328971 -0.0014020020775182653 0.0023119545094701594 -0.0015246891841796358 -0.00076790952169803308 0.0017901289478276894 -0.0031298576179375178 0.0014260198005100688 -0.0029907304769424535 -0.0016477011736029318 -0.0026182795206719056 0.0018875470202964824 -0.0014623068170669449 0.0011159500954782732
leaf_weight=98 60 84 66 48 68 54 108 60 2071 112 59 88 47 89 66 79 65 116 74 66 102 81
leaf_count=98 60 84 66 48 68 54 108 60 2071 112 59 88 47 89 66 79 65 116 74 66 102 81
internal_value=0 1.40158e-05 0.000136239 0.000237346 0.00145018 0.00256894 0.0010332 8.02885e-05 0.000144066 7.87196e-05 -0.00080169 -0.000174531 0.000938632 -0.000403868 -0.000872254 -0.00045376 -0.000988962 -0.000377123 7.61738e-05 -0.000393558 0.000264317 -0.000316638
internal_weight=0 3701 2865 2587 296 230 176 2291 2243 2183 278 194 106 836 424 358 279 214 412 323 249 183
internal_count=3761 3701 2865 2587 296 230 176 2291 2243 2183 278 194 106 836 424 358 279 214 412 323 249 183
is_linear=0
shrinkage=0.0995203


Tree=3125
num_leaves=20
num_cat=0
split_feature=17 18 3 3 3 3 1 3 1 6 1 8 17 27 1 4 4 4 0
split_gain=0.0184283 0.0391545 0.0326216 0.0422595 0.0403083 0.02234 0.110027 0.203221 0.0862559 0.0669429 0.0301555 0.0260283 0.0247338 0.0336692 0.0344126 0.0196313 0.0686018 0.0507545 0.0364178
threshold=-0.14169499999999999 -0.14734 0.085795000000000024 0.084145000000000011 0.087675000000000017 0.083955000000000016 -0.085349999999999995 0.081685000000000021 0.05340000000000001 -0.081250000000000003 -0.50597999999999999 -0.071594999999999992 -0.10811499999999999 -0.032854999999999995 -0.083284999999999984 0.10724500000000002 0.10252500000000002 0.095545000000000033 -0.084534999999999985
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 -4 6 7 -3 9 -8 -7 -10 -12 -14 -15 16 17 18 -6
right_child=1 5 4 -5 15 10 8 -9 11 -11 12 -13 13 14 -16 -17 -18 -19 -20
leaf_value=-0.00047363062823856404 0.0030095153297908499 -0.00083303381255543933 0.0026486310077886771 -0.0042475540287020405 -0.0023596734136249803 -0.0021532586469201393 0.00011594341842231521 0.0080383042017416161 0.0002534919035584105 -0.0050459598238247593 0.0020155449472400175 0.0032979670139590563 0.0026558016713474431 -0.00086872300634605244 0.00013707666990996292 0.0014876793110637156 -0.0039671168194244056 0.0030126148735668376 -6.7554803293206446e-05
leaf_weight=83 47 51 49 46 82 62 48 51 72 51 63 46 47 406 1978 55 51 46 427
leaf_count=83 47 51 49 46 82 62 48 51 72 51 63 46 47 406 1978 55 51 46 427
internal_value=0 0.000159578 -0.00036948 -0.00182572 -0.000103743 0.000112703 0.000898015 0.00359461 -0.000365737 -0.00253495 1.43725e-05 0.00144726 6.85874e-05 1.77947e-05 -3.38697e-05 -0.000309016 -0.000473433 -0.000150917 -0.000438424
internal_weight=0 2922 839 129 710 2875 319 102 217 99 2556 118 2494 2431 2384 661 606 555 509
internal_count=3761 2922 839 129 710 2875 319 102 217 99 2556 118 2494 2431 2384 661 606 555 509
is_linear=0
shrinkage=0.0995203


Tree=3126
num_leaves=23
num_cat=0
split_feature=17 17 17 17 6 17 6 17 21 21 26 9 26 2 20 26 29 11 11 4 20 26
split_gain=0.0171171 0.0237074 0.0213899 0.0354893 0.0383484 0.0896733 0.0723917 0.0309802 0.0484628 0.0292687 0.028615 0.0308953 0.053354 0.0285819 0.0167787 0.0150983 0.0250069 0.022825 0.0296198 0.0272434 0.0209566 0.0129904
threshold=0.052150000000000009 0.043850000000000007 0.28919000000000006 0.2590050000000001 0.088565000000000019 0.11639500000000001 0.049085000000000011 0.11180000000000002 0.08241500000000003 0.083545000000000022 0.089795000000000028 0.094010000000000024 0.098495000000000013 -0.077604999999999993 -0.080754999999999993 -0.2382 -0.08570499999999999 -0.075149999999999981 -0.122405 0.14547000000000004 0.10682000000000003 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
left_child=1 15 3 4 6 21 7 8 -2 -9 13 -12 -13 14 -4 -1 -17 18 -18 20 -19 -6
right_child=2 -3 10 -5 5 -7 -8 9 -10 -11 11 12 -14 -15 -16 16 17 19 -20 -21 -22 -23
leaf_value=-0.0014152969480983044 -0.0030667371397988911 -0.0021659246173326976 0.0011342644301115376 0.0031237311080766334 -0.00018417220998436968 -0.0041191868904259807 0.004746246635612383 0.0027571962021646118 0.0014226175937510836 -0.00040935103676876519 -0.0023545421863001665 0.0026460686924745587 -0.001575918777045099 0.0023628080347644046 -0.0013882393790214187 0.0016580008221146276 7.6712681703121002e-05 -9.8451779763601111e-05 -0.0030420379236322848 0.0023551437291648254 0.0013579611786592803 0.0018588272482751933
leaf_weight=77 48 53 48 60 60 51 49 76 47 46 87 49 75 70 57 87 63 2389 57 48 102 62
leaf_count=77 48 53 48 60 60 51 49 76 47 46 87 49 75 70 57 87 63 2389 57 48 102 62
internal_value=0 -8.02896e-05 0.00042013 0.000850671 0.000538138 -0.000612033 0.00128926 0.000504875 -0.000837071 0.00155654 -0.00013433 -0.000916501 8.58458e-05 0.000804067 -0.000227298 -4.08431e-05 -2.00421e-06 -5.66259e-05 -0.00139787 6.44262e-06 -3.84868e-05 0.000847364
internal_weight=0 2876 885 499 439 173 266 217 95 122 386 211 124 175 105 2823 2746 2659 120 2539 2491 122
internal_count=3761 2876 885 499 439 173 266 217 95 122 386 211 124 175 105 2823 2746 2659 120 2539 2491 122
is_linear=0
shrinkage=0.0995203


Tree=3127
num_leaves=22
num_cat=0
split_feature=3 3 2 9 3 26 26 26 18 3 3 3 18 3 18 3 18 9 9 2 9
split_gain=0.0168391 0.0449652 0.106815 0.0672831 0.0399948 0.0485714 0.046498 0.0715765 0.0686639 0.0517075 0.0606729 0.0345835 0.0178508 0.0497112 0.0470858 0.0293408 0.0261453 0.0249933 0.0389904 0.0220342 0.0159742
threshold=0.087445000000000023 0.088285000000000016 -0.086254999999999984 0.086635000000000031 0.086850000000000024 0.086760000000000018 0.08919500000000001 0.088245000000000032 0.086510000000000017 0.086335000000000023 0.085965000000000028 0.084290000000000018 -0.11533 0.096035000000000023 -0.10303999999999999 0.088605000000000017 -0.092584999999999987 0.09310000000000003 0.097680000000000031 0.42136500000000005 0.10341500000000002
decision_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 6 -6 7 9 -8 10 11 -1 13 -3 -14 -16 -17 -15 -19 -18 -20
right_child=1 12 3 -5 5 -7 8 -9 -10 -11 -12 -13 14 17 15 16 19 18 20 -21 -22
leaf_value=0.00070076388870261104 0.0018721726837965243 -0.003715624212580686 -0.0055275699976489144 -0.0010661667466564586 0.0039439849724664366 -0.00020425959751489836 0.0037616130177282768 -0.0036485554588015323 -0.001042482623593529 -0.0027558156032532824 0.0038150222542676941 -0.00074195887403316076 0.0032647260479120536 0.0011613717030777605 0.0020958537555718329 -0.0020330285285806824 9.6420751692440784e-05 -0.0027403628861865305 0.0016717142513671414 -0.0019597370936786959 -0.00089067887027268345
leaf_weight=407 62 46 62 74 64 49 78 53 47 57 47 276 46 91 67 62 1957 67 48 53 48
leaf_count=407 62 46 62 74 64 49 78 53 47 57 47 276 46 91 67 62 1957 67 48 53 48
internal_value=0 -9.97013e-05 -0.00154309 -0.00310606 0.000365918 0.00213794 0.000157568 -0.000107999 0.00194872 0.000129398 0.000355803 0.000116562 1.49754e-05 -0.000704496 0.000114133 4.59958e-05 -1.98932e-05 -0.00015595 -0.000896409 4.17963e-05 0.000381991
internal_weight=0 2683 198 136 1078 113 965 840 125 787 730 683 2485 300 2185 2139 2072 254 163 2010 96
internal_count=3761 2683 198 136 1078 113 965 840 125 787 730 683 2485 300 2185 2139 2072 254 163 2010 96
is_linear=0
shrinkage=0.0995203


Tree=3128
num_leaves=10
num_cat=0
split_feature=17 0 9 6 10 10 10 4 30
split_gain=0.0253255 0.0680052 0.0260267 0.0191654 0.0242789 0.0312792 0.0416972 0.0194858 0.0447369
threshold=0.51326500000000019 -0.077784999999999993 0.088365000000000013 -0.48214499999999999 0.093790000000000026 0.087405000000000024 0.084475000000000022 0.14903500000000006 0.11290000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 7 8 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=0.0014541406849917272 -0.0015949742420414115 -0.0042232473296951482 0.0015612641761335857 2.6034055508722065e-05 -0.0020094194680862951 0.0022250043519441232 -0.0029430627506452016 0.0018863122946981609 -0.0029737810481439693
leaf_weight=89 46 52 59 3215 60 62 48 54 50
leaf_count=89 46 52 59 3215 60 62 48 54 50
internal_value=0 -0.00127938 0.000170735 1.18524e-05 -2.4704e-05 9.7855e-06 -3.07625e-05 1.11091e-05 -1.96542e-05
internal_weight=0 157 105 3578 3489 3429 3367 3319 3265
internal_count=3735 157 105 3578 3489 3429 3367 3319 3265
is_linear=0
shrinkage=0.0995203


Tree=3129
num_leaves=10
num_cat=0
split_feature=8 9 6 26 6 26 5 3 10
split_gain=0.0203415 0.0309925 0.0258078 0.0161711 0.0264167 0.021796 0.0198469 0.0364773 0.0294084
threshold=-0.51030999999999993 -0.46256000000000003 -0.48214499999999999 -0.2382 -0.055679999999999993 -0.15866 0.11083500000000003 0.086535000000000015 0.078430000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 8 -8 -7
right_child=1 2 3 5 -6 6 7 -9 -10
leaf_value=0.0015214646246413644 -0.002639954060941641 0.0018946995698193138 -0.0030704275231917088 0.0015226881703442466 0.00025269884467853945 -0.00013470815364770641 0.0026149761646593822 0.00015830338677951531 -0.0018745813577756532
leaf_weight=81 46 67 46 86 48 2622 67 572 100
leaf_count=81 46 67 46 86 48 2622 67 572 100
internal_value=0 -7.27763e-05 -3.98193e-05 -7.6654e-05 -0.0013648 -4.12885e-05 -8.15505e-05 0.00041717 -0.000198928
internal_weight=0 3654 3608 3541 94 3447 3361 639 2722
internal_count=3735 3654 3608 3541 94 3447 3361 639 2722
is_linear=0
shrinkage=0.0995203


Tree=3130
num_leaves=13
num_cat=0
split_feature=17 5 8 18 18 18 3 1 20 10 10 10
split_gain=0.0200656 0.0522402 0.0231075 0.0192475 0.052668 0.0293131 0.0345258 0.041726 0.0600867 0.0211582 0.0520288 0.0475431
threshold=0.51326500000000019 -0.045014999999999993 0.24614500000000003 -0.11166 -0.099739999999999995 -0.13579499999999997 0.08666500000000002 -0.049499999999999995 -0.081030000000000005 0.093790000000000026 0.086275000000000018 0.078430000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 -1 -8 -9 10 11 -6
right_child=1 -3 -4 4 9 -7 7 8 -10 -11 -12 -13
leaf_value=0.0023744321056199187 0.00042289073778040013 -0.003240824952100649 -0.001637112151633407 -0.0026522720991257204 6.5676244490634999e-05 0.0026638489062276475 -0.0023945504117315031 0.0035891894611492763 -0.00047715637603407948 -0.0020828294761811002 0.002944346254586081 -0.002764835172506132
leaf_weight=65 90 67 82 74 2871 64 64 48 143 46 61 60
leaf_count=65 90 67 82 74 2871 64 64 48 143 46 61 60
internal_value=0 -0.00113539 1.39557e-05 5.29164e-05 -2.88583e-05 0.000717763 0.000325988 -0.000192955 0.000540467 3.47737e-05 6.76041e-05 7.45399e-06
internal_weight=0 157 3578 3496 3112 384 320 255 191 3038 2992 2931
internal_count=3735 157 3578 3496 3112 384 320 255 191 3038 2992 2931
is_linear=0
shrinkage=0.0995203


Tree=3131
num_leaves=18
num_cat=0
split_feature=8 1 5 25 0 8 11 1 8 0 0 0 5 3 0 0 3
split_gain=0.0163764 0.0193034 0.0454615 0.0159567 0.0190409 0.0626262 0.0846016 0.0592981 0.0420525 0.0526998 0.0187698 0.0544753 0.0871295 0.0513767 0.0660546 0.0508603 0.0478858
threshold=-0.51030999999999993 -0.51253999999999988 0.18340500000000004 0.096120000000000025 -0.044789999999999996 0.0017700000000000003 -0.065469999999999987 -0.215865 0.096835000000000018 0.042275000000000014 -0.068604999999999985 -0.071799999999999989 -0.053109999999999997 0.11604000000000002 -0.065939999999999985 -0.075424999999999992 0.12061000000000002
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 10 6 -6 -8 -7 -10 11 15 -13 14 -12 -3 -15
right_child=1 3 -4 -5 5 8 7 -9 9 -11 13 12 -14 16 -16 -17 -18
leaf_value=0.0013684639186627746 0.00085912644971357117 -3.4956602262993866e-05 -0.0033873170700178474 0.0016133689592149707 -0.0019685053310546396 -0.0032634936232846935 0.0012354984756341892 0.0050366470227796549 -0.0021361801998279395 0.0021585639758858292 -0.005323062430919818 0.0054259213396645849 -2.4819536429924468e-05 0.0027417066590729958 -0.0007566898435493036 -0.0018987685875224865 -0.00076714861988082543
leaf_weight=81 46 2504 54 58 48 50 103 68 52 62 47 46 78 54 96 154 134
leaf_count=81 46 2504 54 58 48 50 103 68 52 62 47 46 78 54 96 154 134
internal_value=0 -6.19812e-05 -0.00142577 -2.33776e-05 -5.0766e-05 0.000611009 0.00171352 0.00275185 -0.000856251 0.000192377 -0.000132449 -4.78446e-05 0.00199063 -0.00084106 -0.00226325 -0.000143251 0.00023636
internal_weight=0 3654 100 3554 3496 383 219 171 164 114 3113 2782 124 331 143 2658 188
internal_count=3735 3654 100 3554 3496 383 219 171 164 114 3113 2782 124 331 143 2658 188
is_linear=0
shrinkage=0.0995203


Tree=3132
num_leaves=28
num_cat=0
split_feature=26 1 1 1 26 26 18 17 26 26 6 17 26 1 21 20 1 17 17 1 21 21 6 18 2 17 4
split_gain=0.0307295 0.0244412 0.100101 0.0309453 0.0673211 0.107228 0.0285461 0.0422325 0.0291517 0.0450152 0.120142 0.0508567 0.0287615 0.0281816 0.0372105 0.0587091 0.0357345 0.0356645 0.0495121 0.0360993 0.0185588 0.0249335 0.0484365 0.0169472 0.0317088 0.0308854 0.00400739
threshold=-0.084904999999999994 -0.082344999999999988 -0.081224999999999992 -0.085574999999999998 0.09167500000000002 0.087960000000000024 -0.117225 -0.13530499999999998 0.093535000000000021 0.088015000000000024 0.090335000000000013 -0.011809999999999999 0.10519000000000002 0.26753500000000008 0.10787500000000003 -0.048779999999999997 0.50996500000000011 0.5567700000000001 0.51544000000000012 0.056790000000000014 0.087625000000000022 0.10046500000000001 -0.070010000000000003 -0.097709999999999991 -0.026175 -0.085715 0.085990000000000025
decision_type=2 2 2 2 2 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 3 -3 6 5 -5 7 -2 9 11 -11 -8 -10 17 15 -15 -17 18 19 -4 23 -22 -23 -1 25 -25 -27
right_child=1 2 13 4 -6 -7 8 -9 12 10 -12 -13 -14 14 -16 16 -18 -19 -20 -21 21 22 -24 24 -26 26 -28
leaf_value=0.0014823642704284757 -0.0033222599603420417 0.0037449863446634467 0.00010955541866318363 -0.00011142684954438377 0.0012544319231273576 -0.0064494348554286016 0.00058152865654551337 0.00064929245277433126 -0.0031561034245786075 0.0042917783176068969 -0.0012206656838054384 -0.0019100033530403567 0 0.0028359712144838977 -0.0029792679230834706 -0.0021386246040922333 0.00024566043637777021 -0.0022799489279319205 0.0035763692640082695 0.0013231146705060656 -0.0030238829709344555 0.0012439645478090273 -0.0028702420619295234 -0.0019570349128968899 -0.0028668313231747945 0.0018393520180512897 0.00050161286417068956
leaf_weight=47 60 80 1531 58 55 49 309 47 47 90 69 110 72 52 57 114 136 51 47 289 70 62 52 47 47 46 47
leaf_count=47 60 80 1531 58 55 49 309 47 47 90 69 110 72 52 57 114 136 51 47 289 70 62 52 47 47 46 47
internal_value=0 0.000111466 0.000284436 -0.000309727 -0.00156476 -0.00302153 -5.58283e-05 -0.0015701 0.00017546 0.000468525 0.00189444 -7.06192e-05 -0.00124112 0.000162494 -0.000646024 -0.000202932 -0.000838299 0.000314255 0.000385558 0.000302708 -0.000793887 -0.00154238 -0.000625511 -0.000201826 -0.000629504 0.000115753 0.00117209
internal_weight=0 3323 2357 966 162 107 804 107 697 578 159 419 119 2277 359 302 250 1918 1867 1820 418 184 114 234 187 140 93
internal_count=3741 3323 2357 966 162 107 804 107 697 578 159 419 119 2277 359 302 250 1918 1867 1820 418 184 114 234 187 140 93
is_linear=0
shrinkage=0.0995203


Tree=3133
num_leaves=19
num_cat=0
split_feature=0 20 21 20 0 5 5 6 1 26 0 3 5 5 17 17 17 0
split_gain=0.027984 0.040585 0.0969512 0.0374436 0.0508094 0.0318417 0.0331678 0.0296653 0.0345478 0.0654976 0.0363127 0.0303854 0.0290802 0.0278342 0.0264215 0.0597753 0.0447789 0.0211589
threshold=-0.068604999999999985 -0.086134999999999989 0.091040000000000024 -0.064180000000000001 -0.052884999999999995 0.4115950000000001 0.26760500000000004 0.12638500000000005 -0.072579999999999992 0.11326500000000002 -0.0033699999999999997 0.11404500000000002 0.25032500000000008 0.12043500000000003 0.057560000000000014 0.11639500000000001 0.0041300000000000009 -0.057604999999999996
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 -3 6 12 8 10 17 -5 -12 13 14 16 -16 -1 -10
right_child=1 3 -4 7 -6 -7 -8 -9 9 -11 11 -13 -14 -15 15 -17 -18 -19
leaf_value=0.00012463328711786006 0.00089807443061283782 0.0031624988944571378 -0.004939415346902995 0.0019949373037133353 -0.00082498937286338181 0.0020684159754620255 -0.0023879550083311858 0.001889865306690648 0.0011503108808413628 -0.004460310978499726 -0.00011080620508281965 -0.0029234858760998918 0.0023160335893534947 -0.0018435687137280125 0.0023575477894716805 0.00017479472653599595 -0.0014531730534630362 -0.0013098971246129547
leaf_weight=1698 52 69 61 67 58 84 52 46 46 61 224 46 60 71 161 549 199 137
leaf_count=1698 52 69 61 67 58 84 52 46 46 61 224 46 60 71 161 549 199 137
internal_value=0 -0.000486238 -0.00224589 -0.000221438 0.001335 0.000158815 0.000101028 -0.000538002 -0.000731634 -0.00163369 -7.60836e-05 -0.000593036 0.000148598 9.97311e-05 0.00015297 0.00067091 -4.0451e-05 -0.000687011
internal_weight=0 867 113 754 127 2874 2790 627 581 244 337 270 2738 2678 2607 710 1897 183
internal_count=3741 867 113 754 127 2874 2790 627 581 244 337 270 2738 2678 2607 710 1897 183
is_linear=0
shrinkage=0.0995203


Tree=3134
num_leaves=22
num_cat=0
split_feature=0 20 9 20 9 5 5 8 6 8 29 5 8 0 9 8 0 0 0 9 9
split_gain=0.0226936 0.0328757 0.0598837 0.0303419 0.0433895 0.0258169 0.0268968 0.024419 0.0456378 0.072947 0.0704393 0.0235779 0.0235705 0.073395 0.155793 0.0396154 0.0997831 0.0583445 0.0358772 0.0187064 0.0488341
threshold=-0.068604999999999985 -0.086134999999999989 0.085405000000000023 -0.064180000000000001 0.09271500000000002 0.4115950000000001 0.26760500000000004 0.11446000000000002 -0.03252 -0.10115999999999999 -1.0000000180025095e-35 0.25032500000000008 -0.077784999999999993 -0.077945 0.09143500000000003 -0.052214999999999998 -0.073219999999999993 -0.08892499999999999 -0.079379999999999992 0.11582000000000002 0.09550500000000002
decision_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 -3 6 11 8 9 -5 -11 12 13 18 -15 16 -14 -17 -1 20 -10
right_child=1 3 -4 7 -6 -7 -8 -9 19 10 -12 -13 15 14 -16 17 -18 -19 -20 -21 -22
leaf_value=0.00023590823956227955 6.3752065948220035e-06 -0.0010695853412938743 -0.0045933554788803021 0.0011668390776811536 0.0026868540048605345 0.0018625667535878911 -0.002150305221692639 0.0012920187893518398 0.00039228660546560082 -0.00055093870839923332 -0.0056776843889460469 0.0020855415081228205 -0.00044723597188668673 -0.00085158031092095619 0.0068067918486426297 -0.00050846242866794662 -0.0054283937122457746 0.0014964385634571756 -0.0022634683284713294 0.0015102268177606393 -0.0021405260799968033
leaf_weight=1556 63 50 50 46 77 84 52 68 234 46 64 60 237 54 51 465 48 208 59 58 111
leaf_count=1556 63 50 50 46 77 84 52 68 234 46 64 60 237 54 51 465 48 208 59 58 111
internal_value=0 -0.000437848 -0.00202166 -0.0001994 0.0012015 0.000143038 9.09737e-05 -0.00048446 -0.000702025 -0.0021477 -0.00354122 0.000133839 8.98059e-05 0.00031039 0.00286041 -0.000305378 -0.00128904 0.000109964 0.000144093 -0.000140379 -0.000420246
internal_weight=0 867 113 754 127 2874 2790 627 559 156 110 2738 2678 1720 105 958 285 673 1615 403 345
internal_count=3741 867 113 754 127 2874 2790 627 559 156 110 2738 2678 1720 105 958 285 673 1615 403 345
is_linear=0
shrinkage=0.0995203


Tree=3135
num_leaves=16
num_cat=0
split_feature=19 18 18 6 6 5 5 4 4 5 9 18 18 18 9
split_gain=0.0321341 0.0245293 0.0251347 0.0665348 0.0951044 0.0491474 0.0534034 0.0412255 0.0752324 0.0411263 0.0380628 0.0271728 0.0287922 0.0307706 0.0226208
threshold=0.13612500000000002 0.24916000000000005 0.088250000000000009 0.089165000000000022 0.085120000000000015 -0.082635 -0.077634999999999996 0.088720000000000021 0.10925500000000002 -0.068984999999999991 0.084675000000000014 0.086285000000000014 0.082540000000000016 0.038665000000000012 0.085945000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 7 -5 -7 10 -9 -8 -4 12 13 14 -1
right_child=-2 -3 3 5 -6 6 9 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.00039272758951506865 0.0019681821438290088 -0.001998501139111401 -0.0025308223512797877 -0.0028357725292564354 0.0044155496027706376 0.0029186074778485664 -0.0029696833115845475 0.0049370057092470868 6.3965107891135399e-05 0.00029941604028014667 0.0005208728898939011 -0.0023061233836279508 0.0020831589372013281 -0.0026634003305230558 0.00018304861617529753
leaf_weight=1303 81 62 54 74 80 52 55 52 80 123 161 56 59 47 1402
leaf_count=1303 81 62 54 74 80 52 55 52 80 123 161 56 59 47 1402
internal_value=0 -3.58138e-05 -1.76561e-06 0.000518926 0.00132065 -0.000604492 0.00010984 0.000604773 0.00198985 -0.0007061 -0.000241792 -0.000134812 -9.12646e-05 -0.000138179 -9.40005e-05
internal_weight=0 3660 3598 731 427 304 230 347 132 178 215 2867 2811 2752 2705
internal_count=3741 3660 3598 731 427 304 230 347 132 178 215 2867 2811 2752 2705
is_linear=0
shrinkage=0.0995203


Tree=3136
num_leaves=11
num_cat=0
split_feature=19 23 35 17 17 17 8 3 10 17
split_gain=0.0280905 0.0174171 0.0160815 0.0157084 0.0151434 0.0308931 0.0718925 0.0297614 0.0352205 0.0265952
threshold=0.13612500000000002 -0.066844999999999988 0.004000000000000001 0.6218950000000002 -0.089699999999999988 -0.081244999999999998 -0.020084999999999999 0.13775000000000004 0.077415000000000025 -0.065004999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 8 -3 -7
right_child=-2 2 -4 -5 5 9 -8 -9 -10 -11
leaf_value=0.0016848333217270534 0.0018294804026676901 -0.00066030053912919469 -0.0018678966531084887 -0.0017842445127793723 -0.00012745250186574724 -0.0011063096800485233 0.0045600240134732652 0.0018252399169328209 0.0011434602105209358 0.00015610981173367385
leaf_weight=59 84 870 47 49 88 179 51 61 122 2146
leaf_count=59 84 870 47 49 88 179 51 61 122 2146
internal_value=0 -1.09715e-05 -3.88904e-05 -1.45545e-05 9.8687e-06 0.000145093 0.00158652 -0.000305776 -0.000437642 5.8565e-05
internal_weight=0 3672 3613 3566 3517 2464 139 1053 992 2325
internal_count=3756 3672 3613 3566 3517 2464 139 1053 992 2325
is_linear=0
shrinkage=0.0995203


Tree=3137
num_leaves=24
num_cat=0
split_feature=3 18 17 26 4 0 17 23 17 2 2 5 26 26 9 5 17 2 3 4 3 3 9
split_gain=0.0169907 0.0240263 0.046597 0.0585391 0.0394068 0.0259239 0.0465508 0.0171589 0.0157848 0.0455632 0.0556291 0.0489268 0.14453 0.0572798 0.0483121 0.0296295 0.0544494 0.0266827 0.0194872 0.0307086 0.0233294 0.0702371 0.0394594
threshold=0.083875000000000019 -0.018629999999999997 0.093960000000000016 -0.084904999999999994 0.081905000000000019 -0.095339999999999994 -0.0050499999999999998 -0.066844999999999988 0.059130000000000009 -0.071344999999999992 0.14153500000000005 -0.014374999999999999 0.09167500000000002 0.10603500000000003 0.085765000000000022 -0.041054999999999994 0.24923500000000007 0.31852000000000008 0.13902500000000004 0.12784500000000004 0.11868500000000003 0.11492500000000001 0.097035000000000024
decision_type=2 2 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 -5 -7 -2 17 11 15 13 -13 14 -10 16 -11 18 20 -20 21 -9 -22
right_child=7 2 -4 5 -6 6 -8 8 9 10 -12 12 -14 -15 -16 -17 -18 -19 19 -21 22 -23 -24
leaf_value=-0.0039396012001053932 0.0020090409581750212 -0.0026870886651441678 -0.0029395993362412508 0.0031740667332113273 1.5515793842076357e-05 0.0020587341638252979 -0.0015166231593279212 -9.1382822319395669e-05 0.0022044194133604431 -0.002475296926272626 0.002271871154257245 0.00670729033099944 -0.00014984712409594288 0.0036253783421642655 -0.00075091704328204519 -0.0026970424765417086 0.001229645400745865 -0.0019628513468881205 0.0023437940794072761 -0.00060237399112698594 -0.0024753240548339235 0.0026231758232163034 0.00030715003071764534
leaf_weight=49 46 48 49 49 50 84 63 2030 72 69 58 53 71 49 229 82 91 70 85 59 101 99 100
leaf_count=49 46 48 49 49 50 84 63 2030 72 69 58 53 71 49 229 82 91 70 85 59 101 99 100
internal_value=0 -0.00059278 -0.000136877 0.00042261 -0.0019338 0.00118835 0.000520869 9.94519e-05 7.2731e-05 0.00046636 -0.00049156 0.00107437 0.00277443 0.00046972 -4.12728e-05 -0.00115725 -0.000362995 -4.6707e-05 7.17803e-06 0.001131 -6.19257e-05 3.44616e-05 -0.00108694
internal_weight=0 392 293 244 99 196 147 3364 3318 774 300 474 124 350 301 242 160 2544 2474 144 2330 2129 201
internal_count=3756 392 293 244 99 196 147 3364 3318 774 300 474 124 350 301 242 160 2544 2474 144 2330 2129 201
is_linear=0
shrinkage=0.0995203


Tree=3138
num_leaves=13
num_cat=0
split_feature=19 26 26 21 21 21 21 0 18 2 18 2
split_gain=0.0212266 0.0144803 0.0196796 0.0133771 0.0688079 0.0414116 0.0378185 0.0334131 0.0311204 0.0388955 0.0376588 0.0241286
threshold=0.13612500000000002 0.50635500000000022 0.31428500000000009 0.10403500000000003 0.10841000000000002 0.097120000000000026 0.11280000000000003 -0.088484999999999994 -0.022504999999999997 -0.086254999999999984 -0.015440000000000001 0.13398000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 8 -6 -7 9 -1 -10 -8
right_child=-2 -3 -4 4 6 7 11 -9 10 -11 -12 -13
leaf_value=0.00035692676549784467 0.0015885813690539987 0.0016536298123950546 -0.0020803626881380991 0.0032490059809912901 -0.002154521621657089 -0.00054398847474186509 0.00078470099989920135 -0.0037680391932723837 0.0023543906931956069 -0.0008744462065479932 0.00014597401964462544 -0.0014417350752243181
leaf_weight=398 84 51 46 75 69 84 281 52 80 699 1779 58
leaf_count=398 84 51 46 75 69 84 281 52 80 699 1779 58
internal_value=0 -1.12811e-05 -3.49567e-05 -8.40916e-06 0.000478417 -8.47208e-05 -2.88769e-05 -0.00178273 -6.32139e-06 -0.000426948 0.000241451 0.000401362
internal_weight=0 3672 3621 3575 483 3092 408 136 2956 1097 1859 339
internal_count=3756 3672 3621 3575 483 3092 408 136 2956 1097 1859 339
is_linear=0
shrinkage=0.0995203


Tree=3139
num_leaves=18
num_cat=0
split_feature=19 3 4 2 17 4 5 9 2 3 3 17 9 26 17 26 20
split_gain=0.0180489 0.0132226 0.0250839 0.0890895 0.0356113 0.0613896 0.0247892 0.0147804 0.0768064 0.0742097 0.0346537 0.0140787 0.0390931 0.0730093 0.0217077 0.059718 0.0224616
threshold=0.14071500000000006 0.083875000000000019 0.079355000000000023 -0.087359999999999993 -0.093784999999999993 0.10198500000000002 -0.43873000000000001 0.11296000000000002 -0.049174999999999996 0.16637500000000002 0.11741000000000003 0.053575000000000012 0.097365000000000021 0.089795000000000028 0.016900000000000005 0.087495000000000031 0.0057800000000000013
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 -6 -7 9 10 11 -9 14 13 -13 16 -16 -3
right_child=-2 7 4 -5 5 6 -8 8 -10 -11 -12 12 -14 -15 15 -17 -18
leaf_value=0.00084201867197161359 0.0019598836587444947 -0.00011721086572888478 -0.002418530877549559 -0.0040180047993404319 0.0038406375954075874 0.0010029650802765981 -0.0015460464817483538 -0.00089786368215729879 -0.0037955496750183243 0.0029662742145179838 0.0020856607901018976 0.0010711329591381984 0.0023602978568030572 -0.0011102390479816252 -0.0039449344598169742 0.00095899746647485718 0.0010256111969625188
leaf_weight=75 47 2019 46 74 46 73 78 87 59 88 69 356 90 265 50 48 186
leaf_count=75 47 2019 46 74 46 73 78 87 59 88 69 356 90 265 50 48 186
internal_value=0 -2.47344e-06 -0.000549287 -0.00156619 7.08771e-05 0.000656316 -0.000308322 6.19017e-05 -0.00073554 0.000117436 0.000416525 3.3987e-05 0.00042129 0.000138955 -8.52286e-05 -0.00153466 -2.04383e-05
internal_weight=0 3709 392 149 243 197 151 3317 215 3102 156 3014 711 621 2303 98 2205
internal_count=3756 3709 392 149 243 197 151 3317 215 3102 156 3014 711 621 2303 98 2205
is_linear=0
shrinkage=0.0995203


Tree=3140
num_leaves=17
num_cat=0
split_feature=26 21 2 19 1 21 2 26 26 3 26 26 3 0 0 0
split_gain=0.0276323 0.0269697 0.0899073 0.062419 0.0645097 0.0302992 0.0295363 0.0245067 0.0706918 0.122767 0.048386 0.0350838 0.0333989 0.0301671 0.115732 0.0844625
threshold=0.50635500000000022 -0.075024999999999994 0.08666500000000002 0.11183000000000003 -0.016029999999999999 -0.032929999999999994 -0.084154999999999994 0.08734500000000002 0.086365000000000011 0.087045000000000025 0.08598500000000002 0.087575000000000028 0.16149500000000003 -0.081854999999999997 -0.08317999999999999 -0.080974999999999991
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 -3 -6 8 10 -10 12 -9 -7 14 -13 -15
right_child=-2 5 -4 -5 6 7 -8 11 9 -11 -12 13 -14 15 -16 -17
leaf_value=-0.0034504105332257679 0.002244017670267732 -0.0022883171738035356 0.0050365888656897081 0.003572943416846012 0.0017506653915586104 0.00033195894277625998 -0.00086682197952207504 -0.0029345020335465421 -0.00037051850031958136 0.0061907249462701359 -0.0027738749638874299 -0.00020495173402200668 -0.0016378687026650646 -0.0044835105142113493 0.0037245923222120228 -0.00029870720845430178
leaf_weight=53 60 56 46 47 91 1582 80 47 60 53 55 504 90 51 87 767
leaf_count=53 60 56 46 47 91 1582 80 47 60 53 55 504 90 51 87 767
internal_value=0 9.01023e-05 0.000967523 0.000273811 -0.000414764 6.8801e-06 0.000521323 4.61246e-05 0.000287733 0.00269964 0.000129444 -0.000258642 0.000225438 -0.000168802 0.000372124 -0.000560619
internal_weight=0 3669 317 271 224 3352 171 3296 1840 113 1727 1456 1672 1409 591 818
internal_count=3729 3669 317 271 224 3352 171 3296 1840 113 1727 1456 1672 1409 591 818
is_linear=0
shrinkage=0.0995203


Tree=3141
num_leaves=23
num_cat=0
split_feature=26 2 9 2 26 2 9 1 6 26 6 26 9 2 9 2 3 1 3 3 26 9
split_gain=0.0224068 0.0216947 0.0204023 0.0329877 0.0442225 0.0605785 0.164281 0.0446522 0.0423239 0.115272 0.0444254 0.0403828 0.059838 0.13878 0.0344659 0.0239892 0.0390158 0.0458005 0.0451806 0.0383636 0.0366497 0.0189212
threshold=0.50635500000000022 -0.241895 0.089935000000000029 -0.085944999999999994 0.084100000000000022 -0.087359999999999993 0.084515000000000021 -0.090374999999999997 -0.0093650000000000001 0.056820000000000016 0.041585000000000011 0.10725000000000003 0.089025000000000021 -0.080484999999999987 0.088510000000000019 -0.021165 0.097880000000000023 -0.072579999999999992 0.096385000000000012 0.10038500000000002 0.11538500000000003 0.10125500000000003
decision_type=2 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 7 -7 -6 9 -3 -10 12 14 -14 -5 16 18 21 20 -19 -4 -18
right_child=-2 2 15 11 5 6 -8 -9 10 -11 -12 -13 13 -15 -16 -17 17 19 -20 -21 -22 -23
leaf_value=0.0019122323341586379 0.0020206927116285527 -0.0011040316453285696 -0.00081384053197153022 0.00048208673460168705 -0.0012705826592270789 -0.007553721115652617 -0.00028425560969130642 0.0018504695822097654 -0.0031019577882743501 0.0053617353915842575 0.00087418867421893028 -0.0017671453044006038 0.0068341195412239021 -0.00058130740220979757 -0.0018051386500293424 -0.0023677369915206361 -0.0030618826935205133 0.0033674325987147632 -0.0031551156462607602 0.00048057969727055067 0.0012883003122297722 -0.00020262419413558116
leaf_weight=63 60 56 455 1544 115 47 90 75 46 53 70 79 47 53 68 52 46 51 68 444 100 47
leaf_count=63 60 56 455 1544 115 47 90 75 46 53 70 79 47 53 68 52 46 51 68 444 100 47
internal_value=0 8.10243e-05 4.88044e-05 0.000222799 -0.000449111 -0.00118886 -0.00278414 -3.42796e-05 0.000622359 0.00203236 -0.000695503 0.000430344 0.000532225 0.00289576 0.000385095 -0.000273325 -0.000182716 0.000397837 -0.000731967 0.000779667 -0.000433601 -0.00162568
internal_weight=0 3669 3606 2343 552 327 137 190 225 109 116 1791 1712 100 1612 1263 1211 588 623 495 555 93
internal_count=3729 3669 3606 2343 552 327 137 190 225 109 116 1791 1712 100 1612 1263 1211 588 623 495 555 93
is_linear=0
shrinkage=0.0995203


Tree=3142
num_leaves=18
num_cat=0
split_feature=26 26 5 26 5 3 2 2 21 3 2 18 26 8 6 2 19
split_gain=0.0182443 0.0215084 0.0454637 0.0478202 0.0350742 0.0306695 0.0304977 0.0300649 0.063922 0.0592366 0.0310034 0.0291442 0.0360942 0.033535 0.0289771 0.0275955 0.020132
threshold=0.40795000000000009 0.10439000000000002 -0.082635 0.11991000000000003 -0.073669999999999999 0.16149500000000003 -0.241895 0.097745000000000012 0.094920000000000018 0.097595000000000029 0.092170000000000016 -0.067924999999999999 0.11377500000000003 -0.070134999999999989 -0.083069999999999991 -0.0043799999999999993 0.13265500000000005
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 -4 6 -1 10 9 -9 16 -6 -13 -14 -10 -7 -8
right_child=-2 2 4 -5 11 15 7 8 14 -11 -12 12 13 -15 -16 -17 -18
leaf_value=0.0026490983146284924 0.0015013389011029644 -0.0047587262152394361 0.002471743072987333 -0.00046990139555990661 0.0017843946154753017 0.00022364329239251516 6.1638419371798595e-05 0.0047209180362342623 -0.0025320120812478992 0.0010635821911650935 -0.0023030474772042591 -0.0031753043784662704 0.0018486692227342397 -0.0012063351558613054 0.00066101200546250089 -0.0030002299070569526 0.001835645466212988
leaf_weight=50 90 47 48 58 47 48 2596 58 56 184 54 54 53 108 56 57 65
leaf_count=50 90 47 48 58 47 48 2596 58 56 184 54 54 53 108 56 57 65
internal_value=0 6.63206e-05 -0.000607652 -0.00239746 0 0.00015333 0.000209879 0.000169873 0.00103264 0.00194352 5.70776e-05 -0.000454527 -0.000947773 -0.000195566 -0.000928191 -0.00151866 0.00010528
internal_weight=0 3639 415 105 310 3224 3119 3069 354 242 2715 262 215 161 112 105 2661
internal_count=3729 3639 415 105 310 3224 3119 3069 354 242 2715 262 215 161 112 105 2661
is_linear=0
shrinkage=0.0995203


Tree=3143
num_leaves=15
num_cat=0
split_feature=21 8 20 17 1 1 21 23 3 11 30 30 8 29
split_gain=0.0171819 0.0419644 0.042569 0.0940303 0.0328691 0.0217905 0.0202679 0.0254686 0.0186022 0.0290397 0.0174059 0.0259972 0.0248392 0.018069
threshold=-0.075024999999999994 -0.011315 -0.014534999999999999 -0.015464999999999998 -0.0096349999999999995 0.23993500000000004 -0.032929999999999994 -0.022119999999999997 0.14823500000000003 -0.11166 0.10366000000000002 0.086750000000000022 -0.01187 -0.084014999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -2 -8 10 -10 11 13 -13 -9
right_child=6 -3 3 -5 5 -7 7 8 9 -11 -12 12 -14 -15
leaf_value=-0.0031425520312520655 -0.0017869335798988181 0.0028672991044987163 -0.0012062928402219761 0.0048011380887134775 0.0015615824530345384 -0.0014367982602580139 0.0017005082706574312 -0.0014225348002592051 0.00030981127646583808 -0.0025079012645279428 -0.0017068376946957732 0.0032752714765853772 3.6916838652320587e-05 8.4292328807142604e-05
leaf_weight=46 60 74 53 50 49 47 91 81 72 72 54 49 46 2885
leaf_count=46 60 74 53 50 49 47 91 81 72 72 54 49 46 2885
internal_value=0 0.000789704 0.000158844 0.00170199 -0.000954715 8.50979e-05 2.55844e-05 5.82918e-05 1.21856e-05 -0.00109336 6.35555e-05 9.5055e-05 0.00171584 4.28656e-05
internal_weight=0 319 245 103 142 96 3410 3350 3259 144 3115 3061 95 2966
internal_count=3729 319 245 103 142 96 3410 3350 3259 144 3115 3061 95 2966
is_linear=0
shrinkage=0.0995203


Tree=3144
num_leaves=17
num_cat=0
split_feature=19 18 4 30 6 26 26 26 8 1 6 1 18 6 3 2
split_gain=0.0355773 0.0350926 0.022533 0.0233914 0.0182438 0.0303649 0.181313 0.073329 0.0531597 0.0550097 0.0224981 0.047427 0.0887555 0.0423082 0.0418611 0.0252551
threshold=0.13306000000000004 0.13699000000000003 0.14903500000000006 0.11290000000000001 0.094100000000000031 0.09167500000000002 0.090020000000000031 0.087260000000000018 -0.080835000000000004 -0.076329999999999995 -0.0048649999999999995 -0.079844999999999985 -0.065634999999999985 -0.0076549999999999995 0.11360500000000003 -0.082084999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 10 6 7 -6 -7 -10 13 14 -13 15 -12 -1
right_child=1 -3 -4 -5 5 8 -8 -9 9 -11 11 12 -14 -15 -16 -17
leaf_value=-0.00053622497646670087 -0.0038371086379028695 -0.000174051973303973 0.0017098583682881581 -0.0021240016120777547 -0.00012031960634920588 0.0036330365839840903 -0.0057889363670239934 0.0041737650088478013 0.0026246402426263827 -0.00049348601663630747 6.1143106103751308e-07 -0.0055854714800486127 -0.00078082932441833955 0.0028105811709911266 -0.0029833134573045363 0.00028511199695379757
leaf_weight=563 49 56 72 54 161 66 49 52 81 181 926 47 204 55 49 1086
leaf_count=563 49 56 72 54 161 66 49 52 81 181 926 47 204 55 49 1086
internal_value=0 -0.00189128 -3.28108e-05 -6.81468e-05 -3.63756e-05 0.000468209 -0.00032822 0.000924159 0.00110688 0.000467391 -0.000138261 -0.000463492 -0.00168377 9.52577e-05 -0.00014851 4.19547e-06
internal_weight=0 105 3646 3574 3520 590 262 213 328 262 2930 1226 251 1704 975 1649
internal_count=3751 105 3646 3574 3520 590 262 213 328 262 2930 1226 251 1704 975 1649
is_linear=0
shrinkage=0.0995203


Tree=3145
num_leaves=15
num_cat=0
split_feature=19 20 4 0 1 1 5 8 0 21 17 3 2 4
split_gain=0.0288739 0.0318929 0.018532 0.017185 0.0165102 0.0438535 0.100462 0.0381873 0.0420327 0.0313997 0.0540204 0.0293096 0.0278175 0.0510443
threshold=0.13306000000000004 -0.048954999999999999 0.15615500000000004 -0.25289499999999993 0.031740000000000011 0.056790000000000014 -0.051389999999999998 0.10649000000000002 -0.067059999999999995 0.10384500000000002 -0.53166999999999998 0.10871500000000002 0.31326500000000007 0.11061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 9 6 -6 8 -7 12 -11 -12 13 -5
right_child=1 -3 -4 4 5 7 -8 -9 -10 10 11 -13 -14 -15
leaf_value=0.0016428301160114167 -0.00015780208792782089 -0.0036689841008855661 0.0019125292271934843 -5.4013034346704279e-05 0.0011197348865782013 -0.00040426617385182483 -0.0049692188876142886 -0.0025675505279971708 0.0015088933410523022 0.004172574401228161 0.0013894298401547313 -0.0013197523081890567 0.0018220419155546307 -0.0031211779997894289
leaf_weight=58 59 46 48 2387 47 491 62 61 148 47 103 64 75 55
leaf_count=58 59 46 48 2387 47 491 62 61 148 47 103 64 75 55
internal_value=0 -0.00170383 -2.95455e-05 -5.56818e-05 -8.37418e-05 -0.000478694 -0.0023362 -0.000188284 3.75633e-05 3.29545e-05 0.00119046 0.000346278 -6.51334e-05 -0.000123429
internal_weight=0 105 3646 3598 3540 809 109 700 639 2731 214 167 2517 2442
internal_count=3751 105 3646 3598 3540 809 109 700 639 2731 214 167 2517 2442
is_linear=0
shrinkage=0.0995203


Tree=3146
num_leaves=15
num_cat=0
split_feature=19 8 11 29 8 12 10 0 8 4 2 0 9 20
split_gain=0.0234372 0.027069 0.0157886 0.0334771 0.0270895 0.0194269 0.0195665 0.0620047 0.0231437 0.0386706 0.0410614 0.0170273 0.0495929 0.0308021
threshold=0.13306000000000004 -0.068549999999999986 -0.086319999999999994 -0.08070999999999999 -0.1205 -0.0063699999999999998 0.086165000000000019 0.0047200000000000011 0.079450000000000021 0.09896000000000002 -0.13535499999999998 -0.084369999999999987 0.087885000000000019 -0.099079999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -4 8 -8 11 10 -10 13 -13 -7
right_child=1 -3 5 4 -6 6 7 -9 9 -11 -12 12 -14 -15
leaf_value=0.0028744215716401443 -0.0032766504745737118 -5.4060685635514673e-05 -0.0017751083889057657 0.001460479351452205 -0.0018478838151981202 0.0012446260443648074 0.00092813538286103906 -0.0034116061286220485 -0.0018161494860997084 0.0035744967264088991 0.0014924781682487034 0.00086053662587124845 -0.00028098917561079006 -0.00042856600111450347
leaf_weight=57 48 57 65 50 48 118 65 65 58 46 103 623 953 1395
leaf_count=57 48 57 65 50 48 118 65 65 58 46 103 623 953 1395
internal_value=0 -0.00153504 -2.65604e-05 0.00095592 -0.00015159 -7.0417e-05 -3.78356e-05 -0.00123544 9.15157e-06 0.00102809 0.000295465 -5.88648e-05 0.000169742 -0.000297531
internal_weight=0 105 3646 155 98 3491 3426 130 3296 207 161 3089 1576 1513
internal_count=3751 105 3646 155 98 3491 3426 130 3296 207 161 3089 1576 1513
is_linear=0
shrinkage=0.0995203


Tree=3147
num_leaves=21
num_cat=0
split_feature=6 18 8 1 1 0 5 2 5 0 3 3 18 18 9 4 8 17 5 9
split_gain=0.0176123 0.0426119 0.109375 0.0424814 0.142817 0.0663291 0.0890773 0.0711872 0.0516979 0.0465964 0.0267532 0.0341773 0.0270789 0.0433637 0.0457743 0.0432096 0.0450298 0.0357675 0.0644222 0.0421542
threshold=0.091615000000000016 -0.082304999999999989 -0.07743499999999999 -0.083284999999999984 -0.07825 -0.082224999999999993 -0.10123 -0.078289999999999985 0.043850000000000007 -0.077174999999999994 0.17152000000000003 0.14823500000000003 0.11769500000000002 0.10361000000000002 0.08735500000000003 0.081540000000000015 -0.063559999999999992 0.0084900000000000028 -0.0058299999999999992 0.094010000000000024
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 8 -5 6 -6 -7 -3 -9 11 12 13 17 -15 16 -14 19 -19 -1
right_child=1 3 -4 4 5 7 -8 9 -10 -11 -12 -13 15 14 -16 -17 -18 18 -20 -21
leaf_value=0.0002156161312247516 -0.0039390724709922036 -0.00347791953115727 0.0012737913040878129 0.0059569782602113134 9.7094039295091082e-06 -0.0035048840292605859 0.005866896499045338 -0.0019598158825501815 0.00090690492401355723 0.0012541298165400934 0.0016033092061452175 -0.0026110976276169338 0.0014350167689151411 -0.0044151826170503606 -4.6899259205755858e-05 0.003080032523696897 -0.0022839595166103724 -0.00055173437027255189 -0.0043010403752082134 -0.00091588585596650922
leaf_weight=1709 72 47 89 55 56 53 48 58 61 193 82 58 80 50 46 64 54 422 51 403
leaf_count=1709 72 47 89 55 56 53 48 58 61 193 82 58 80 50 46 64 54 422 51 403
internal_value=0 0.000375464 -0.00105234 0.000779484 0.00119487 0.000550916 0.0027209 -0.000188754 -0.000993727 0.000508203 -0.000168511 -0.000218259 -0.000169768 -0.000252955 -0.00233058 0.000952473 -5.75663e-05 -0.000175481 -0.000957725 0
internal_weight=0 732 161 571 463 408 104 304 108 251 3019 2937 2879 2681 96 198 134 2585 473 2112
internal_count=3751 732 161 571 463 408 104 304 108 251 3019 2937 2879 2681 96 198 134 2585 473 2112
is_linear=0
shrinkage=0.0995203


Tree=3148
num_leaves=13
num_cat=0
split_feature=22 19 9 18 18 9 8 8 3 8 9 2
split_gain=0.0529166 0.0263114 0.0213344 0.0375161 0.0494951 0.0354244 0.0238727 0.0341675 0.0274325 0.0213262 0.0320142 0.0485375
threshold=0.13160500000000006 0.13857500000000003 0.10153500000000003 -0.23451999999999998 -0.077164999999999997 0.099330000000000016 -0.050299999999999997 0.068430000000000019 0.10583000000000002 -0.51030999999999993 -0.37999999999999995 0.31326500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 9 8 -8 -6 -1 -11 -12
right_child=-2 -3 3 4 6 -7 7 -9 -10 10 11 -13
leaf_value=0.0018002665681262787 -0.0030546084162008974 -0.0020567706666717398 -0.0032548634934976835 0.0027860796055304646 0.0017087409331008458 0.0027263567885399916 -0.0032929924072544509 -0.00038185280335349361 -0.00092537981351657262 -0.0023808581222567022 5.8960856731497944e-05 0.0032827481507389103
leaf_weight=72 56 59 47 46 67 52 66 103 94 52 2992 47
leaf_count=72 56 59 47 46 67 52 66 103 94 52 2992 47
internal_value=0 2.7625e-05 6.16542e-05 -0.000602378 -0.00026864 0.000149276 -0.000696931 -0.00152359 0.000165723 0.00010665 6.69348e-05 0.000109088
internal_weight=0 3697 3638 423 376 3215 330 169 161 3163 3091 3039
internal_count=3753 3697 3638 423 376 3215 330 169 161 3163 3091 3039
is_linear=0
shrinkage=0.0995203


Tree=3149
num_leaves=9
num_cat=0
split_feature=27 19 4 6 23 4 4 29
split_gain=0.049753 0.0193648 0.0159818 0.0182789 0.0420645 0.0247063 0.0353334 0.0224077
threshold=0.11129500000000002 0.13857500000000003 0.15221500000000004 -0.47287499999999999 -1.0000000180025095e-35 0.11995000000000003 0.11541000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -7
right_child=-2 -3 -4 4 5 7 -8 -9
leaf_value=-0.0013459207458517274 -0.0023686642015831195 -0.001662688533031581 0.0018937923571160223 0.0025522219953462346 5.0680642881846447e-05 0.00043926083395317206 0.0028291740078235619 -0.0021611441202506192
leaf_weight=91 87 65 47 67 3207 50 46 93
leaf_count=91 87 65 47 67 3207 50 46 93
internal_value=0 3.92591e-05 7.02075e-05 4.58611e-05 8.26704e-05 3.37073e-05 9.02224e-05 -0.00124619
internal_weight=0 3666 3601 3554 3463 3396 3253 143
internal_count=3753 3666 3601 3554 3463 3396 3253 143
is_linear=0
shrinkage=0.0995203


Tree=3150
num_leaves=11
num_cat=0
split_feature=22 30 3 11 19 3 3 2 20 0
split_gain=0.0418058 0.0225149 0.0237297 0.0286116 0.021691 0.0169668 0.0237487 0.0453376 0.0163103 0.0290329
threshold=0.13160500000000006 0.12577500000000003 0.16637500000000002 -0.39817999999999998 0.13857500000000003 0.12015500000000003 0.12551500000000002 -0.072624999999999981 0.14121000000000003 -0.22163999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 8 -7 -8 9 -1
right_child=-2 -3 3 -5 -6 6 7 -9 -10 -11
leaf_value=-0.0013266686094217705 -0.0027136130167301022 -0.0021615849254263647 -0.00010593556219737285 0.003387527954665394 -0.0019663275148472797 -0.0020846597193680365 0.0026302108330019296 -0.0008229033744889283 0.0018792848284671856 0.00014935019655754501
leaf_weight=138 56 46 46 46 54 84 47 189 51 2996
leaf_count=138 56 46 46 46 54 84 47 189 51 2996
internal_value=0 2.59884e-05 5.37745e-05 0.0016319 1.275e-05 4.34743e-05 -0.000646938 -0.000131738 0.000113098 8.40952e-05
internal_weight=0 3697 3651 92 3559 3505 320 236 3185 3134
internal_count=3753 3697 3651 92 3559 3505 320 236 3185 3134
is_linear=0
shrinkage=0.0995203


Tree=3151
num_leaves=17
num_cat=0
split_feature=27 0 9 17 18 0 2 0 26 0 9 38 9 7 26 0
split_gain=0.0373333 0.0176455 0.0231062 0.0356417 0.118609 0.0173316 0.0306382 0.0535394 0.0652288 0.0372706 0.0338181 0.0173918 0.0171931 0.059159 0.0574865 0.0180489
threshold=0.11129500000000002 0.047575000000000013 0.09550500000000002 -1.0000000180025095e-35 -0.020389999999999998 -0.059114999999999994 -0.082704999999999987 -0.044789999999999996 0.093175000000000022 -0.027364999999999997 -0.076039999999999983 -0.076799999999999993 0.11296000000000002 0.089755000000000015 0.11861500000000001 -0.16423499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 11 -7 8 -8 -9 -11 -1 13 15 -14 -13
right_child=-2 2 -4 -5 -6 6 7 9 -10 10 -12 12 14 -15 -16 -17
leaf_value=0.0019697474180605697 -0.0020509572092101427 0.0032383362501480105 -0.00052660336092915858 0.0036413265755077927 -0.0026423884044295153 0.00094081903318427029 -0.0057237407646491987 0.0017399035413063052 -0.0007166340440928604 0.00060077986683169189 -0.0031260110167242719 -0.00082149152826627506 0.00072149837099609441 0.003163884557469744 -0.0033811401928962878 8.2890638781795458e-05
leaf_weight=46 87 75 88 52 62 86 47 66 58 46 50 239 77 60 60 2554
leaf_count=46 87 75 88 52 62 86 47 66 58 46 50 239 77 60 60 2554
internal_value=0 3.48792e-05 0.000798688 0.00142009 0.000571011 -2.73092e-05 -0.000687487 -0.00121503 -0.00296571 -7.52705e-05 -0.00133173 4.91809e-05 1.93599e-05 7.19241e-05 -0.0010693 5.20858e-06
internal_weight=0 3666 277 189 137 3389 353 267 105 162 96 3036 2990 2853 137 2793
internal_count=3753 3666 277 189 137 3389 353 267 105 162 96 3036 2990 2853 137 2793
is_linear=0
shrinkage=0.0995203


Tree=3152
num_leaves=11
num_cat=0
split_feature=30 10 10 2 2 3 1 9 8 24
split_gain=0.0458631 0.0242672 0.0291636 0.0306351 0.0365946 0.042515 0.0386105 0.016871 0.0215595 0.0197693
threshold=-1.0000000180025095e-35 0.090150000000000022 0.086275000000000018 -0.087129999999999999 -0.087614999999999985 0.11339500000000001 -0.007069999999999999 0.15091000000000004 0.10528000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 8 9 -5
right_child=1 -3 -4 7 -6 -7 -8 -9 -10 -11
leaf_value=0.0031902685388443723 -0.00045551315710434109 -0.0015904330019662228 0.0022409590062694557 0.0020539992245658645 -0.0030607825549863275 -0.0028658645193805057 0.0017023337570793739 0.0017652226340201763 -0.0019462612052069074 0.00016319945329521576
leaf_weight=47 439 86 62 56 53 59 101 67 47 2695
leaf_count=47 439 86 62 56 53 59 101 67 47 2695
internal_value=0 6.10214e-05 0.000100933 6.29745e-05 -0.000552394 -0.000329083 -5.03998e-05 0.000203302 0.000165608 0.000201987
internal_weight=0 3665 3579 3517 652 599 540 2865 2798 2751
internal_count=3712 3665 3579 3517 652 599 540 2865 2798 2751
is_linear=0
shrinkage=0.0995203


Tree=3153
num_leaves=12
num_cat=0
split_feature=30 18 18 1 3 5 2 10 10 5 3
split_gain=0.0371878 0.0224021 0.0325436 0.0416788 0.0435863 0.0946293 0.0562407 0.0313681 0.0485639 0.0464615 0.0290846
threshold=-1.0000000180025095e-35 -0.45171999999999995 -0.112385 0.031740000000000011 0.089535000000000017 0.41370500000000004 -0.085209999999999994 0.090150000000000022 0.086275000000000018 0.40249000000000007 0.092510000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 8 9 10 -4
right_child=1 2 7 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.0028727725733724836 -0.001658499877944825 -0.0024675256087652621 -0.00021189595564441484 -0.001223509311389903 0.0050371807260138719 -0.00020355554731501808 0.0019449356530756409 -0.0020435096711009047 0.0031201278807048605 -0.0023011062406791088 0.00040668626935116639
leaf_weight=47 74 47 1725 64 80 59 73 73 50 85 1335
leaf_count=47 74 47 1725 64 80 59 73 73 50 85 1335
internal_value=0 5.49263e-05 9.0463e-05 0.00104344 0.00160677 0.00280681 0.000209899 -3.4756e-06 4.28793e-05 -5.7833e-06 5.77082e-05
internal_weight=0 3665 3591 323 259 139 120 3268 3195 3145 3060
internal_count=3712 3665 3591 323 259 139 120 3268 3195 3145 3060
is_linear=0
shrinkage=0.0995203


Tree=3154
num_leaves=22
num_cat=0
split_feature=29 21 21 21 2 2 26 29 9 9 9 18 2 9 9 2 2 26 20 6 9
split_gain=0.033317 0.0183892 0.0401088 0.0399442 0.0352889 0.0898783 0.0461861 0.0275337 0.026107 0.0633355 0.0407802 0.024693 0.0329624 0.0710843 0.0904572 0.0780126 0.0355426 0.0684967 0.0424601 0.0209441 0.027568
threshold=0.12330000000000002 0.083050000000000027 0.085190000000000016 0.086690000000000017 -0.079555000000000001 -0.080695000000000003 -0.025024999999999999 0.0035350000000000004 0.10054500000000002 0.09649000000000002 0.10892000000000003 -0.10082999999999999 -0.07934999999999999 0.088510000000000019 0.088085000000000011 -0.081055000000000002 -0.069129999999999983 0.089625000000000024 -0.048779999999999997 0.093835000000000016 0.083540000000000017
decision_type=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 5 6 -5 11 9 -6 -10 19 13 14 -13 -15 17 -14 -18 20 -1
right_child=-2 2 3 4 8 -7 -8 -9 10 -11 -12 12 16 15 -16 -17 18 -19 -20 -21 -22
leaf_value=3.9252790624747301e-05 0.0024695014312321783 0.0027761753598504546 -0.0018609171734361662 -0.0010240310347525419 -1.1318094175467196e-05 0.0046650625771482964 0.0013258685330105047 -0.0025321550919862978 0.0034228852127498543 -0.0034879295634470888 6.684939410033084e-06 -0.00024952161550913547 0.0043506844285186178 -0.00094701246195159103 0.0038874973420825595 -0.0046005185655490517 0.0021075696092401424 0.00046173020264044927 -0.00051986794501778411 -0.00080302325518849028 0.0026976865191464037
leaf_weight=70 57 64 85 127 498 60 237 46 50 58 114 802 55 341 56 70 70 247 467 50 88
leaf_count=70 57 64 85 127 498 60 237 46 50 58 114 802 55 341 56 70 70 247 467 50 88
internal_value=0 4.4259e-05 0.000346133 0.000218923 0.000374172 0.00109453 0.000503737 -0.000120646 -4.89047e-05 -0.000375459 0.0010532 -7.23951e-05 -0.0001748 -0.000495038 1.95397e-05 -0.00157126 0.000308588 0.00117269 -0.000175847 0.000961505 0.00152508
internal_weight=0 3655 1293 1229 1144 424 364 2362 720 556 164 2316 2108 1269 858 411 839 302 537 208 158
internal_count=3712 3655 1293 1229 1144 424 364 2362 720 556 164 2316 2108 1269 858 411 839 302 537 208 158
is_linear=0
shrinkage=0.0995203


Tree=3155
num_leaves=9
num_cat=0
split_feature=26 11 11 11 1 4 5 21
split_gain=0.030494 0.0285563 0.0198304 0.0206383 0.0217941 0.0478141 0.0311394 0.023342
threshold=0.50635500000000022 -0.40069499999999997 -0.15511999999999998 -0.085754999999999984 -0.50388999999999995 0.085065000000000016 0.6362850000000001 0.086835000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -6
right_child=-2 2 3 4 6 -7 -8 -9
leaf_value=-0.0024263290188620956 0.0023183048608224842 0.0019443367897810993 -0.0017170281896319152 -0.00075594489836302875 -0.00011884090529318222 0.0028755524654377317 -0.0025506579430350025 0.00045600195471058786
leaf_weight=46 59 55 65 64 2289 81 46 1007
leaf_count=46 59 55 65 64 2289 81 46 1007
internal_value=0 3.71313e-05 6.87748e-05 3.95026e-05 7.24803e-05 0.00126704 2.04068e-05 5.65378e-05
internal_weight=0 3653 3607 3552 3487 145 3342 3296
internal_count=3712 3653 3607 3552 3487 145 3342 3296
is_linear=0
shrinkage=0.0995203


Tree=3156
num_leaves=20
num_cat=0
split_feature=10 30 28 17 1 1 3 18 5 17 9 29 26 26 3 4 30 1 4
split_gain=0.0525977 0.0189026 0.02423 0.0271153 0.0704975 0.131943 0.179282 0.05013 0.301707 0.0438942 0.0578941 0.0345928 0.0224604 0.107259 0.0630604 0.0202317 0.0286658 0.0303731 0.0148884
threshold=0.09056500000000002 0.084845000000000018 0.087260000000000018 -0.013125 -0.078509999999999983 -0.080844999999999986 0.083815000000000014 -0.080424999999999996 -0.014739999999999998 -0.020405 0.085225000000000009 -0.066419999999999993 0.08919500000000001 0.088245000000000032 0.090995000000000006 0.13962500000000003 0.10801000000000002 0.0065600000000000007 0.10398500000000002
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 -5 8 -6 12 -11 -9 13 -1 -14 16 17 18 -3
right_child=-2 15 -4 4 7 -7 -8 11 -10 10 -12 -13 14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00017792369307798831 0.0025341311959988923 0.0030845422622275457 -0.0023189856240156321 0.0061160915558971908 -0.0070662086172815271 0.004768441988622996 -0.00032746819947306169 -0.0024514800649126718 0.0017883155828147669 -4.0921234093267675e-05 -0.0049264320796297461 0.00022803171175471781 -0.0022422133769723395 0.0040043956719854898 7.7478785293179421e-05 -0.000987459374730298 0.003181914943028219 -0.00080703797594228188 0.00054091315487871214
leaf_weight=923 84 46 46 49 64 88 335 50 94 51 46 1035 176 65 339 51 55 83 47
leaf_count=923 84 46 46 49 64 88 335 50 94 51 46 1035 176 65 339 51 55 83 47
internal_value=0 1.49794e-05 -5.04565e-05 -1.87307e-05 0.000255926 0.00129155 0.000492626 -0.000136668 -0.00179315 -0.00031364 -0.0023662 0.000103797 -0.000180628 9.64005e-05 -0.000713681 0.000797776 0.00119546 0.000570044 0.00180786
internal_weight=0 3643 3361 3315 1715 472 384 1243 158 1600 97 1085 1503 988 515 282 231 176 93
internal_count=3727 3643 3361 3315 1715 472 384 1243 158 1600 97 1085 1503 988 515 282 231 176 93
is_linear=0
shrinkage=0.0995203


Tree=3157
num_leaves=20
num_cat=0
split_feature=22 21 21 11 2 5 6 9 26 9 26 3 3 3 2 17 21 21 2
split_gain=0.0446957 0.0267621 0.0512452 0.043032 0.034831 0.0546993 0.128892 0.0294077 0.0419856 0.10623 0.0302196 0.0232321 0.136814 0.0839379 0.0381335 0.0916912 0.0345025 0.0280296 0.0165622
threshold=0.13292500000000004 0.089125000000000024 0.088120000000000018 -0.122405 0.096520000000000022 0.024640000000000006 -0.095814999999999997 0.13087500000000005 0.11127500000000003 0.11296000000000002 0.10603500000000003 0.11462500000000002 0.11197500000000002 0.11926500000000002 -0.055654999999999996 -0.038314999999999995 0.11371500000000002 0.11707000000000002 -0.065999999999999989
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 11 6 -6 8 10 -10 -5 12 14 -13 17 -16 -15 -3 -18
right_child=-2 4 -4 7 5 -7 -8 -9 9 -11 -12 13 -14 16 15 -17 18 -19 -20
leaf_value=0.0027451495771820618 0.0031145124885558267 -0.00034365736645483499 0.0034490062058795822 9.6806208466443755e-05 0.00029068391686310841 0.0011436554340686393 -0.0063356398830481577 0.002285379737556536 -0.00019925242616249434 -0.0054750639850348615 0.0025720100361564095 -0.0038828244999275559 0.0053817512330516836 0.0025197019485551026 0.0047506197919852129 -0.00090932572806308519 0.00063142921151754889 -0.0025493971541446329 -0.0018352303162983436
leaf_weight=61 47 395 47 2209 60 46 56 58 195 47 50 70 46 47 47 71 49 67 59
leaf_count=61 47 395 47 2209 60 46 56 58 195 47 50 70 46 47 47 71 49 67 59
internal_value=0 2.56186e-05 0.00019123 0.000132476 -0.00040959 -0.00174759 -0.00290118 6.9877e-05 1.81705e-05 -0.00122728 0.000151954 -0.000153921 0.000156687 -0.00102174 -0.000256303 0.00133812 0.000265081 -0.00066531 -0.000708518
internal_weight=0 3680 2667 2620 1013 162 116 2559 2501 242 2259 851 626 225 580 118 155 462 108
internal_count=3727 3680 2667 2620 1013 162 116 2559 2501 242 2259 851 626 225 580 118 155 462 108
is_linear=0
shrinkage=0.0995203


Tree=3158
num_leaves=9
num_cat=0
split_feature=10 8 9 1 25 6 6 9
split_gain=0.0401324 0.0221195 0.0452877 0.032951 0.026216 0.0349102 0.0384472 0.0317158
threshold=0.09056500000000002 -0.51030999999999993 -0.46256000000000003 0.62198500000000012 0.096120000000000025 -0.10032499999999998 -0.095814999999999997 0.088510000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -4
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=0.0016453285803672288 0.0022090947675895128 -0.0031304183436057249 -0.0014276683877247609 0.0025238162656559065 0.0023097182991502546 0.0023937596973578343 1.6083168964252523e-05 0.00026090527561661273
leaf_weight=80 84 46 316 51 47 69 2866 168
leaf_count=80 84 46 316 51 47 69 2866 168
internal_value=0 8.59379e-06 -2.79261e-05 1.24197e-05 -2.42977e-05 -5.66222e-05 7.22598e-05 -0.000839861
internal_weight=0 3643 3563 3517 3466 3419 2935 484
internal_count=3727 3643 3563 3517 3466 3419 2935 484
is_linear=0
shrinkage=0.0995203


Tree=3159
num_leaves=22
num_cat=0
split_feature=27 21 21 3 21 20 3 20 8 0 9 17 26 3 0 3 3 8 21 20 21
split_gain=0.0388102 0.016542 0.0439208 0.118335 0.0342694 0.0342065 0.0785444 0.100947 0.051791 0.0463897 0.0445346 0.0348608 0.07377 0.0513368 0.0303667 0.0298126 0.0982487 0.0538145 0.0307735 0.092849 0.0378208
threshold=0.11470500000000003 0.089125000000000024 0.086690000000000017 0.087235000000000021 0.090095000000000022 -0.014955 0.10726500000000001 -0.077724999999999989 -0.089984999999999996 -0.20796499999999998 0.09202500000000001 0.0065250000000000013 0.091275000000000023 0.092395000000000019 -0.225295 0.10325000000000002 0.10850000000000003 -0.073029999999999984 0.096230000000000024 -0.078444999999999987 0.09865500000000002
decision_type=2 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 7 8 -1 -7 -8 12 -11 -13 -6 18 -17 -18 19 -16 -20
right_child=-2 4 3 -5 14 9 10 -9 -10 11 -12 13 -14 -15 15 16 17 -19 20 -21 -22
leaf_value=0.002232499378674271 0.00248232790518198 -0.0027469279214095686 -0.0019854592388904753 0.0044009752027082934 0.0020778981226031727 0.0032074798331211984 0.0033512945136558643 -0.0050166627264814981 -0.0011281603298889031 0.00031106244926682451 -0.0006698235006839232 0.001838452625196961 -0.0013925386614605031 -3.9845400797862139e-05 -0.0051358261518711671 0.0033813729679099732 0.00082984070874454643 -0.0015427727843470673 0.0022514818529711243 1.8334178303696302e-05 -0.00081032023836761287
leaf_weight=53 64 55 46 76 55 51 66 61 313 1012 46 263 335 317 59 81 177 203 47 83 264
leaf_count=53 64 55 46 76 55 51 66 61 313 1012 46 263 335 317 59 81 177 203 47 83 264
internal_value=0 1.00091e-05 0.000141966 0.00198627 -0.000329264 5.22468e-05 -0.000650157 -0.00126653 -0.000639271 0.000244064 0.00169246 0.000165209 -0.000112017 0.000810454 -0.000191193 -0.000328632 0.000233385 -0.00043548 -0.000902381 -0.00211742 -0.000344972
internal_weight=0 3663 2639 122 1024 2517 539 427 366 1978 112 1927 1347 580 969 914 461 380 453 142 311
internal_count=3727 3663 2639 122 1024 2517 539 427 366 1978 112 1927 1347 580 969 914 461 380 453 142 311
is_linear=0
shrinkage=0.0995203


Tree=3160
num_leaves=16
num_cat=0
split_feature=28 2 2 9 8 17 17 4 5 17 2 17 1 8 1
split_gain=0.0448464 0.0284179 0.0657084 0.0606169 0.0569781 0.039883 0.0580574 0.056721 0.0455008 0.0438605 0.0284932 0.0400987 0.0213726 0.0433835 0.0277935
threshold=0.082705000000000015 -0.049174999999999996 -0.055654999999999996 0.11296000000000002 0.0065600000000000007 -0.095109999999999986 -0.083000000000000004 0.095545000000000033 0.23074000000000006 -0.065004999999999993 -0.24163499999999999 -0.55754499999999996 -0.077634999999999996 -0.074844999999999981 -0.076090000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 7 -7 -3 -9 -8 -1 -12 13 -13 -14
right_child=-2 3 -4 -5 -6 6 9 8 -10 -11 11 12 14 -15 -16
leaf_value=-0.0019932434971070465 0.0024928312711270293 -0.0038293732696158254 0.0037482697360306755 -0.0031704905258166326 0.0028699172388335116 0.0025284905505574334 -0.0027848960535431064 -0.0023274785624407563 0.001917205931131428 -0.00014918179550070003 0.0026501359259511496 1.5403233341512214e-05 0.0024148166447612064 -0.0015717311311300244 0.00017363015440788785
leaf_weight=67 69 78 48 79 53 72 71 51 49 532 59 767 57 219 1481
leaf_count=67 69 78 48 79 53 72 71 51 49 532 59 767 57 219 1481
internal_value=0 -6.79046e-05 9.88737e-05 -0.000525556 -0.000294023 -0.00049157 -0.000140802 -0.00181713 -0.000239397 -0.000460881 3.24624e-05 8.53238e-05 2.50454e-05 -0.000336284 0.000257223
internal_weight=0 3683 2698 985 906 853 675 178 100 603 2650 2583 2524 986 1538
internal_count=3752 3683 2698 985 906 853 675 178 100 603 2650 2583 2524 986 1538
is_linear=0
shrinkage=0.0995203


Tree=3161
num_leaves=11
num_cat=0
split_feature=2 28 2 1 9 5 9 18 12 1
split_gain=0.0390708 0.0435523 0.0290183 0.0366034 0.051022 0.0750442 0.0437508 0.0404436 0.0223221 0.0240746
threshold=-0.24206999999999998 0.082705000000000015 -0.22383 0.26753500000000008 0.11351500000000002 -0.4345 0.088995000000000019 0.26473000000000008 -0.0088449999999999987 -0.077634999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 6 -5 8 -4 -10
right_child=1 -3 3 4 -6 -7 -8 -9 9 -11
leaf_value=-0.002839702055430428 0.0019101204728905442 0.0026123013243305325 0.002125447003262091 -0.00060157240945323638 -0.0039383584992329209 0.0023267609326867184 -0.0035847265643394028 -0.0023019912923921437 -0.00028063923654358594 0.00029191147031907617
leaf_weight=48 75 63 53 219 50 72 63 71 1205 1833
leaf_count=48 75 63 53 219 50 72 63 71 1205 1833
internal_value=0 1.78598e-05 -2.68068e-05 -6.77738e-05 -0.000959881 -0.00053688 -0.00127093 4.59494e-05 0.000100146 6.4544e-05
internal_weight=0 3704 3641 3566 404 354 282 3162 3091 3038
internal_count=3752 3704 3641 3566 404 354 282 3162 3091 3038
is_linear=0
shrinkage=0.0995203


Tree=3162
num_leaves=22
num_cat=0
split_feature=2 28 2 0 0 1 0 3 18 3 4 29 6 21 6 4 6 6 4 18 3
split_gain=0.0316808 0.0353153 0.0289704 0.049293 0.0634494 0.0674954 0.0513837 0.0927492 0.0466959 0.0688331 0.0427358 0.0416391 0.0412633 0.0338072 0.0320507 0.0300114 0.0240146 0.0608949 0.0280046 0.0219507 0.0131004
threshold=-0.24206999999999998 0.082705000000000015 -0.026175 -0.067839999999999998 -0.072274999999999992 -0.073104999999999989 -0.057604999999999996 0.11642500000000001 -0.079189999999999997 0.11089500000000001 0.079225000000000018 -0.086294999999999997 -0.065394999999999995 0.090715000000000032 -0.087825 0.091430000000000025 0.041585000000000011 0.15358000000000002 0.14699000000000004 0.088635000000000019 0.10648500000000002
decision_type=2 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 -6 7 20 13 -10 14 -4 -7 -8 -2 -12 18 -18 19 -13 -5
right_child=1 -3 11 6 5 12 8 -9 9 -11 15 16 -14 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.0025570944512482035 0.00099789055977027329 0.0023523245659551255 -0.0034385659263321475 0.0018672440612094116 -0.0048923884322829734 -0.0026144781148138389 -0.0032587742883533138 0.0058925661322428253 0.0029989607770445196 -0.00062630948914568145 -0.003142830409583706 -0.00027190494982745427 0.0015118483202009047 0.00028015478898858086 7.8040555313304277e-06 -0.00037731430136064901 -0.004154203442722498 0.00056165876572405473 -0.0022702142983722011 0.0011115167468337041 -0.00048477795584923915
leaf_weight=48 408 63 46 47 53 46 49 54 106 101 64 524 50 58 1578 101 53 55 57 145 46
leaf_count=48 408 63 46 47 53 46 49 54 106 101 64 524 50 58 1578 101 53 55 57 145 46
internal_value=0 1.60604e-05 -2.4139e-05 0.000134109 -5.38114e-05 -0.00204007 0.00107345 0.00260993 0.000351538 0.00122615 8.33963e-05 -0.000521574 -0.000456823 -0.00133283 0.000211618 -0.00145496 -0.000359703 -0.00174503 -0.000152494 2.67162e-05 0.000695076
internal_weight=0 3704 3641 2761 2300 149 461 147 314 207 2151 880 96 107 1986 165 834 108 726 669 93
internal_count=3752 3704 3641 2761 2300 149 461 147 314 207 2151 880 96 107 1986 165 834 108 726 669 93
is_linear=0
shrinkage=0.0995203


Tree=3163
num_leaves=22
num_cat=0
split_feature=2 2 3 7 17 4 4 4 9 26 0 6 6 18 0 0 6 26 9 5 6
split_gain=0.0256881 0.0319558 0.0542929 0.0564192 0.0398949 0.033233 0.0780364 0.0690944 0.0571063 0.0497105 0.0291298 0.0270214 0.0541557 0.0453809 0.0503931 0.031136 0.0284506 0.0245445 0.0466897 0.0219953 0.0308523
threshold=-0.24206999999999998 -0.10018999999999999 0.084685000000000024 0.057265000000000017 -0.55754499999999996 0.079660000000000022 0.085720000000000018 0.089610000000000009 0.11351500000000002 0.091485000000000025 -0.042499999999999996 -0.047974999999999997 -0.03252 -0.096219999999999986 -0.088484999999999994 -0.079805000000000001 -0.054259999999999996 0.090275000000000022 0.091965000000000033 -0.497305 -0.096934999999999993
decision_type=2 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 11 -7 -8 9 -9 17 16 -13 15 -15 -14 19 18 -6 -3 -21
right_child=1 5 4 -5 10 6 7 8 -10 -11 -12 12 13 14 -16 -17 -18 -19 -20 20 -22
leaf_value=-0.0023026121071648745 0.0049137391943109539 -0.0016217226262918462 0.0028422024874875718 0.00033904988110584287 -0.0023981501806988278 -0.0037614120204187852 0.0030636401068724613 -0.00061823706318003293 -0.0037403284755912914 0.0023617507223221011 -0.0023014240320516255 -0.0033299303332455579 0.0038981870470585329 -0.0018144766410740784 3.4647723903873947e-05 0.00025572321893252827 0.0029405756439010223 0.0022480948571691785 0.0012056929869428451 0.0015203047032179839 0.00012052840586815713
leaf_weight=48 57 49 46 51 64 72 55 601 53 61 58 51 47 164 1321 47 47 46 80 226 508
leaf_count=48 57 49 46 51 64 72 55 601 53 61 58 51 47 164 1321 47 47 46 80 226 508
internal_value=0 1.44181e-05 0.000852381 0.00276105 0.000148452 -8.73513e-05 -0.000627141 -0.000333003 -0.000595428 -0.000342409 -0.000347894 9.70732e-05 -0.00013789 -3.42715e-05 -0.000169014 0.00208566 0.000559492 0.000244138 -0.00039033 0.000415521 0.000552638
internal_weight=0 3704 402 108 294 3302 842 770 715 662 248 2460 1630 1579 1485 94 830 190 144 783 734
internal_count=3752 3704 402 108 294 3302 842 770 715 662 248 2460 1630 1579 1485 94 830 190 144 783 734
is_linear=0
shrinkage=0.0995203


Tree=3164
num_leaves=18
num_cat=0
split_feature=28 8 8 8 5 6 6 5 5 8 21 21 21 8 5 5 5
split_gain=0.0177561 0.0151251 0.0422469 0.0354088 0.0349605 0.060063 0.0607907 0.064672 0.0457807 0.0407223 0.0318809 0.02874 0.0537783 0.0274353 0.0260378 0.0190326 0.0618334
threshold=0.10337500000000002 -0.084044999999999995 -0.083574999999999997 -0.084674999999999986 -0.025879999999999997 0.089165000000000022 0.087765000000000024 -0.0060949999999999997 -0.082635 -0.09547499999999999 -0.091104999999999992 -0.076335 -0.020715000000000001 -0.087444999999999995 0.0016150000000000003 -0.088935 -0.092864999999999989
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 8 6 7 -6 15 -10 -4 -12 -13 -11 -14 16 -1
right_child=-2 2 10 -5 5 -7 -8 -9 9 13 11 12 14 -15 -16 -17 -18
leaf_value=-7.8279464494237941e-05 -0.0020449614030613366 0.0027794992151563189 -0.0020192002039720676 -0.0024402579689556474 0.0015653063735010251 0.0028448962418667575 -0.0034534144481449688 -0.00084587455235234283 -0.00029060602446676125 -0.0052013076399046653 0.0019447149588984582 -0.0026617080756806844 0.00040241443135287397 -0.0018305746162506585 -0.00032310734738979385 0.0011521149514393059 -0.0036207255296246887
leaf_weight=438 46 56 74 75 212 83 47 229 72 46 79 72 1200 52 827 83 55
leaf_count=438 46 56 74 75 212 83 47 229 72 46 79 72 1200 52 827 83 55
internal_value=0 -7.665e-05 7.93282e-05 -0.000335857 -0.000215395 0.000369767 -4.95306e-05 0.000311386 -0.000664384 -0.00210007 1.18201e-05 8.12022e-05 1.06752e-05 -0.00342111 0.000106003 -0.000239238 -0.000475142
internal_weight=0 3700 2308 1392 1317 571 488 441 746 170 2252 2178 2099 98 2027 576 493
internal_count=3746 3700 2308 1392 1317 571 488 441 746 170 2252 2178 2099 98 2027 576 493
is_linear=0
shrinkage=0.0995203


Tree=3165
num_leaves=20
num_cat=0
split_feature=28 3 3 6 5 5 1 1 5 6 3 2 17 9 17 9 1 3 3
split_gain=0.0143949 0.0117808 0.0529207 0.0443959 0.0262231 0.0238355 0.0268219 0.0203365 0.0151497 0.0464359 0.0353887 0.0405936 0.0285196 0.0471463 0.0445061 0.0319263 0.0267785 0.0777357 0.0315092
threshold=0.10337500000000002 0.083875000000000019 0.084145000000000011 0.087075000000000027 0.063170000000000018 -0.011764999999999999 -0.085574999999999998 -0.0032650000000000001 0.30714500000000006 -0.074569999999999984 0.099655000000000021 -0.095204999999999998 -0.088734999999999994 0.08486500000000001 -0.12118 0.087885000000000019 -0.091829999999999995 0.089305000000000009 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 3 -3 4 5 6 -1 -8 12 -10 -11 -12 13 14 -4 -15 17 -14 -18
right_child=-2 2 8 -5 -6 -7 7 -9 9 10 11 -13 16 15 -16 -17 18 -19 -20
leaf_value=-0.0024167801811869165 -0.0018414465148417218 0.003205701132101444 -0.00086825929791622871 -0.0033230298805194129 -0.0023902181349760515 0.001785575667732264 0.0020373420132913981 -0.00037453522286929149 0.0032767129110846246 0.0025137198333754192 0.0012112400855821025 -0.0014329044501838299 0.0047258462303099271 0.0011639415226533481 -0.0037561379477338177 -0.00073124977741772428 0.0018426762889089054 0 -0.00014701204556412769
leaf_weight=48 46 50 163 51 46 69 46 139 53 49 93 150 46 139 79 240 82 137 2020
leaf_count=48 46 50 163 51 46 69 46 139 53 49 93 150 46 139 79 240 82 137 2020
internal_value=0 -6.91099e-05 -7.11942e-06 -0.000579917 -0.000175556 0.000159066 -0.000319091 0.00022075 -5.67841e-05 0.00056628 7.15138e-05 -0.000417579 -0.000131036 -0.000729134 -0.00181438 -3.40196e-05 3.11524e-05 0.00118605 -6.90039e-05
internal_weight=0 3700 3301 399 348 302 233 185 3251 345 292 243 2906 621 242 379 2285 183 2102
internal_count=3746 3700 3301 399 348 302 233 185 3251 345 292 243 2906 621 242 379 2285 183 2102
is_linear=0
shrinkage=0.0995203


Tree=3166
num_leaves=13
num_cat=0
split_feature=4 18 0 38 3 5 5 4 3 18 8 18
split_gain=0.0137918 0.0165038 0.0230857 0.0171494 0.0141906 0.122298 0.0778195 0.0275296 0.0231015 0.0143731 0.0345372 0.0241376
threshold=0.15028500000000003 0.19545000000000004 -0.080074999999999993 -0.080750000000000002 0.083955000000000016 -0.0091849999999999987 -0.020074999999999999 0.077235000000000012 0.084380000000000024 0.12665000000000004 -0.057284999999999996 0.11906500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 -5 -6 11 -11 -10
right_child=-2 2 -4 4 8 -7 -8 -9 9 10 -12 -13
leaf_value=-0.0015817756659808994 -0.0014663081382829827 -0.00010827002398467853 0.0028143368782600538 0.0026337423609425524 -0.0018048485447234328 0.0037801139682922605 -0.0034151359905938376 -0.00023496539130420848 -6.9863590965036122e-05 -0.0025014924930441048 0.00052302115828633242 0.0021352999805123712
leaf_weight=75 70 61 47 46 79 86 69 117 2897 77 72 50
leaf_count=75 70 61 47 46 79 86 69 117 2897 77 72 50
internal_value=0 -5.54532e-05 0.00115603 -9.2353e-05 -6.01384e-05 0.000573233 -0.000611997 0.000569587 -0.000123833 -8.06746e-05 -0.00103449 -3.21721e-05
internal_weight=0 3676 108 3568 3493 318 232 163 3175 3096 149 2947
internal_count=3746 3676 108 3568 3493 318 232 163 3175 3096 149 2947
is_linear=0
shrinkage=0.0995203


Tree=3167
num_leaves=23
num_cat=0
split_feature=28 8 8 17 17 17 6 18 18 9 18 5 5 3 18 18 21 6 17 6 8 6
split_gain=0.0116845 0.0124831 0.0343457 0.0267124 0.0981215 0.0504474 0.0475397 0.0538025 0.146971 0.0506311 0.0465987 0.0419335 0.0518988 0.0234687 0.11854 0.105584 0.0228671 0.0536418 0.0215974 0.0214187 0.0416228 0.0318527
threshold=0.10337500000000002 -0.081055000000000002 -0.080224999999999991 -0.011809999999999999 -0.008454999999999999 -0.0062099999999999994 0.066135000000000013 -0.087529999999999983 -0.015440000000000001 0.08895500000000002 -0.0060599999999999994 0.12043500000000003 0.049800000000000011 0.087625000000000022 -0.01205 -0.077844999999999998 -0.032929999999999994 -0.0048649999999999995 0.51775000000000015 0.091495000000000007 -0.077074999999999991 0.089985000000000023
decision_type=2 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 -6 9 -8 -9 11 -10 12 -1 14 -7 -15 17 -4 19 21 -21 -18
right_child=-2 2 16 4 5 13 7 8 10 -11 -12 -13 -14 15 -16 -17 18 -19 -20 20 -22 -23
leaf_value=-0.0009710327995768607 -0.0016508754278599085 0.0020398709375173711 0.00055550021250080775 -0.0040688924191178907 0.0025912011959070827 0.0036250255042115692 -0.0016012086973599339 0.0068653897109760432 -0.0011243974379178299 0.0024333092034575922 0.0019127219982295162 -0.0035030127307142606 0.0026379452805026199 -0.0052444436791227317 -0.00086473586614922075 -0.0004481080168654632 0.00017701419169155686 -0.0032440770875078648 0.0022579852360973532 -0.0026214307331088073 -6.5321220930847557e-05 0.0028468908769787981
leaf_weight=275 46 88 81 74 56 76 57 46 86 52 119 52 46 50 249 508 1214 67 46 78 334 46
leaf_count=275 46 88 81 74 56 76 57 46 86 52 119 52 46 50 249 508 1214 67 46 78 334 46
internal_value=0 -5.40884e-05 0.000118424 -0.000247621 -0.000578961 -0.000303058 0.000209172 0.00115142 0.00177978 -0.000471752 0.00063462 -0.000878942 -0.000451308 -0.000487539 0.000182659 -0.000879355 2.73703e-05 -0.00115905 0.000130053 7.10196e-05 -0.000551232 0.000275136
internal_weight=0 3700 1954 1746 1013 939 733 308 251 425 205 373 321 883 325 558 1866 148 1718 1672 412 1260
internal_count=3746 3700 1954 1746 1013 939 733 308 251 425 205 373 321 883 325 558 1866 148 1718 1672 412 1260
is_linear=0
shrinkage=0.0995203


Tree=3168
num_leaves=18
num_cat=0
split_feature=9 0 0 0 1 1 6 6 6 8 26 2 30 1 26 9 26
split_gain=0.0232164 0.0558554 0.0646498 0.0277831 0.0227026 0.0600895 0.0447363 0.0364683 0.0790908 0.0678606 0.0284628 0.0427142 0.0275544 0.0239144 0.0236517 0.0653713 0.0271538
threshold=-0.095314999999999997 -0.14124499999999998 -0.077624999999999986 0.16362500000000005 -0.077774999999999997 -0.078954999999999984 0.092980000000000021 0.087670000000000012 0.087235000000000021 -0.085289999999999991 0.084355000000000027 -0.085089999999999985 0.11146500000000002 -0.076329999999999995 0.10038000000000001 0.098875000000000018 0.093245000000000022
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 7 8 -2 -9 -8 -12 13 -6 16 -16 -15
right_child=3 2 -4 -5 12 -7 10 9 -10 -11 11 -13 -14 14 15 -17 -18
leaf_value=-0.0017380379708417974 -0.000499344996865306 0.0041582116484142791 -0.00010820091508950295 0.0022126498600315843 0.0021032230007015191 -0.003537759951092425 -0.00074418210478640636 0.00032386667578751787 0.003589480010759732 -0.0025454601386974366 0.003707078775583547 0.0002585790843035799 -0.0023696707936729931 3.6380358481758981e-05 -0.0030260558378400609 0.00016322414350153073 0.0012554408250692625
leaf_weight=53 574 71 69 50 57 61 65 132 51 212 63 83 46 1618 90 216 204
leaf_count=53 574 71 69 50 57 61 65 132 51 212 63 83 46 1618 90 216 204
internal_value=0 0.00100525 0.00204963 -0.000115544 -0.000149307 -0.000490569 -0.000332351 -0.000618812 -0.000164387 -0.00144206 0.000979319 0.00175224 4.01534e-05 9.12612e-05 3.69846e-05 -0.000772124 0.000173322
internal_weight=0 193 140 3522 3472 1241 1180 969 625 344 211 146 2231 2185 2128 306 1822
internal_count=3715 193 140 3522 3472 1241 1180 969 625 344 211 146 2231 2185 2128 306 1822
is_linear=0
shrinkage=0.0995203


Tree=3169
num_leaves=20
num_cat=0
split_feature=28 18 0 2 18 6 20 17 17 2 2 18 4 26 20 20 2 0 0
split_gain=0.0249502 0.0199247 0.0280585 0.0224154 0.0266215 0.0371288 0.0510586 0.0460112 0.0968045 0.0668823 0.0365824 0.040154 0.0353414 0.0304707 0.0154749 0.0488073 0.0381046 0.061961 0.0863758
threshold=0.082705000000000015 0.19545000000000004 -0.072529999999999997 0.11241000000000002 0.088735000000000022 -0.092434999999999989 -0.0033999999999999998 -0.040589999999999994 -0.0042049999999999995 -0.082174999999999984 0.092170000000000016 0.086510000000000017 0.086545000000000025 0.090545000000000028 -0.042414999999999994 -0.072834999999999997 0.13398000000000002 -0.142265 -0.083589999999999984
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 10 6 -6 9 -9 -7 11 13 -12 -1 15 -5 -16 -18 -19
right_child=-2 2 -4 14 5 7 -8 8 -10 -11 12 -13 -14 -15 16 -17 17 18 -20
leaf_value=-0.00027809206906225143 0.0017826823493118295 -5.3710559460695536e-05 0.0030700867731531818 0.0015484094276708906 0.0033369164710781224 -4.6597618827342967e-05 -0.0011820344534727786 0.0023370778504818645 -0.0014537900292114758 -0.0044887138297769755 -5.2737884740509723e-05 0.0025008539175125004 -0.0039301054630881092 0.00052243373898678701 0.0036727876476819266 -0.0024115637285454443 -0.0026453117550988411 0.0049903934544250879 -0.00029654593688954549
leaf_weight=1765 72 71 47 67 47 57 52 87 285 83 47 62 47 642 46 57 47 47 87
leaf_count=1765 72 71 47 67 47 57 52 87 285 83 47 62 47 642 46 57 47 47 87
internal_value=0 -8.78204e-05 0.00118358 -0.000130613 -0.00021426 -0.000804702 0.000955058 -0.00114657 -0.000565015 -0.00268599 -7.31841e-05 0 -0.00200013 -6.42341e-05 0.000623457 -0.000265299 0.00111255 0.00045736 0.00155172
internal_weight=0 3643 118 3525 3174 611 99 512 372 140 2563 2469 94 2407 351 124 227 181 134
internal_count=3715 3643 118 3525 3174 611 99 512 372 140 2563 2469 94 2407 351 124 227 181 134
is_linear=0
shrinkage=0.0995203


Tree=3170
num_leaves=21
num_cat=0
split_feature=9 9 17 9 9 17 3 26 9 9 17 1 28 6 4 6 9 8 9 17
split_gain=0.0214349 0.0354439 0.0241067 0.0855945 0.0609326 0.0428151 0.0558121 0.048965 0.0332068 0.0346597 0.0855823 0.0276644 0.023698 0.0235052 0.051921 0.0449008 0.0324071 0.106841 0.0507398 0.0314984
threshold=0.084565000000000015 0.084795000000000023 -0.0090649999999999984 0.085335000000000022 0.085405000000000023 -0.013125 0.08666500000000002 0.097125000000000031 0.11007500000000002 0.08597500000000001 -0.0023699999999999997 0.036605000000000013 0.080375000000000016 0.088915000000000022 0.099305000000000018 0.087235000000000021 0.083925000000000013 -0.086304999999999993 0.083325000000000024 -0.095109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 -3 -4 6 -5 -8 9 -6 -11 -10 13 15 -15 16 18 -18 19 -1
right_child=1 2 4 5 8 -7 7 -9 11 10 -12 -13 -14 14 -16 -17 17 -19 -20 -21
leaf_value=-0.00086228489540667963 -0.0024692036361991573 0.0036706743971256514 -0.0033292690790384452 -0.0026006326418507851 0.0018983788571586889 0.0027922687932261095 0.00043270281822068731 -0.0012907380961738146 -0.00032424316796753945 -0.0039095971105616153 -0.00038630406136186179 0.0021580489322942302 0.0022535718105967635 -0.0027184138465467171 0.0014716355686428544 0.0032661911445721866 -0.001814965680118607 0.0037944926973347576 -0.0025560597417884213 0.00050641936780118017
leaf_weight=217 68 65 70 87 54 50 710 212 86 75 774 91 57 77 47 49 55 86 72 713
leaf_count=217 68 65 70 87 54 50 710 212 86 75 774 91 57 77 47 49 55 86 72 713
internal_value=0 -0.000229482 -0.000162147 0.000165067 -0.000482675 -4.933e-05 -0.000190954 3.55356e-05 -0.000297416 -0.000542311 -0.000698513 0.000947339 0.000265677 0.000178953 -0.00112365 0.000315145 0.000187918 0.0016006 -1.00551e-05 0.000186175
internal_weight=0 2342 2274 1124 1150 1059 1009 922 1080 903 849 177 1373 1316 124 1192 1143 141 1002 930
internal_count=3715 2342 2274 1124 1150 1059 1009 922 1080 903 849 177 1373 1316 124 1192 1143 141 1002 930
is_linear=0
shrinkage=0.0995203


Tree=3171
num_leaves=23
num_cat=0
split_feature=9 9 18 18 9 11 4 26 21 18 17 9 3 17 26 8 18 8 8 17 8 26
split_gain=0.0173841 0.0287368 0.0225758 0.0484523 0.0289529 0.0309061 0.0396072 0.0288443 0.023321 0.034687 0.0211299 0.0525543 0.0632674 0.0772864 0.0575437 0.0456214 0.0509138 0.0460101 0.0472466 0.044569 0.0679357 0.0431313
threshold=0.084565000000000015 0.084795000000000023 -0.097059999999999994 -0.090899999999999995 0.084380000000000024 -0.23394000000000001 0.14646500000000004 0.087045000000000025 1.0000000180025095e-35 -0.14734 -0.015464999999999998 0.085335000000000022 0.08666500000000002 -0.036600000000000001 0.097125000000000031 -0.069939999999999988 -0.083039999999999989 -0.065539999999999987 -0.055085000000000002 0.51392000000000015 -0.074844999999999981 0.082850000000000021
decision_type=2 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 -5 7 -7 9 -1 11 -3 -13 14 -14 16 -12 -17 -19 20 -18 -20
right_child=1 10 3 4 -6 6 -8 -9 -10 -11 15 12 13 -15 -16 17 19 18 21 -21 -22 -23
leaf_value=3.3069947915042241e-05 -0.002223467923442279 0.0033315536282145833 0.0029404025682675033 0.0023173607335611321 0.0024667004460058664 0.00035633682643265176 -0.0028284259006724475 -0.001198660529155306 0.00073308539032390337 -0.003325098061428684 0.0016778732815200307 -0.0026229350224689324 0.00039671471633128449 0.0030317087506956768 -0.0016295679381491848 0.0030594403717332133 -0.0010336054425560551 -0.0028658380177860022 -0.00034754170690692491 0.0010925451172342417 -0.0046255888374887684 0.0023060506514905768
leaf_weight=62 68 50 70 60 55 817 47 138 65 59 73 82 643 90 177 58 637 48 185 84 57 90
leaf_count=62 68 50 70 60 55 817 47 138 65 59 73 82 643 90 177 58 637 48 185 84 57 90
internal_value=0 -0.000206679 0.000239237 0.000399438 0.000239468 0.000123351 -7.20974e-06 0.000130778 -0.000778724 -0.00159762 -0.00014601 0.000183306 2.37989e-05 0.000263195 -3.96676e-05 -0.000425204 -0.000830773 0.000478525 1.25443e-05 -0.00106721 -0.0013298 0.00051793
internal_weight=0 2342 1373 1187 1117 1062 1002 955 186 121 2274 1042 992 910 820 1232 851 381 323 778 694 275
internal_count=3715 2342 1373 1187 1117 1062 1002 955 186 121 2274 1042 992 910 820 1232 851 381 323 778 694 275
is_linear=0
shrinkage=0.0995203


Tree=3172
num_leaves=16
num_cat=0
split_feature=6 3 2 0 18 26 20 21 21 20 20 10 4 18 5
split_gain=0.021214 0.0619352 0.152613 0.0565172 0.0184604 0.0405644 0.0219469 0.0239967 0.0407851 0.0233102 0.0364768 0.0271328 0.0568486 0.032415 0.0200975
threshold=0.11642500000000001 0.10850000000000003 -0.073884999999999992 -0.044789999999999996 0.14607000000000003 0.090930000000000025 0.096815000000000026 0.10702000000000002 0.091230000000000019 0.084680000000000019 0.0033350000000000007 0.086165000000000019 0.10724500000000002 0.12487500000000003 -0.073669999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -6 9 8 -8 10 11 13 -13 -1 -9
right_child=1 3 -4 -5 5 -7 7 14 -10 -11 -12 12 -14 -15 -16
leaf_value=8.5173126824172833e-05 -0.0012315971823588995 -0.0030357478031660277 0.0051919693520793642 0.0015487152205413957 0.0028222216807666559 -0.00064615594447415365 -0.00030838532591609581 0.0013091483061830596 -0.0043354920961935486 0.0018024559705878045 -0.0022874889772841059 -0.0036136504603423024 0.00074807740003980661 -0.0024220001454467129 -0.0013364247389873272
leaf_weight=2836 68 58 79 49 67 66 54 54 47 67 72 61 57 52 60
leaf_count=2836 68 58 79 49 67 66 54 54 47 67 72 61 57 52 60
internal_value=0 0.000887449 0.00221496 -0.00092867 -5.45115e-05 0.00109492 -0.000100253 -0.00107317 -0.00219049 -3.34822e-05 -7.37118e-05 -2.04148e-05 -0.00149978 3.97466e-05 -7.60776e-05
internal_weight=0 254 147 107 3493 133 3360 215 101 3145 3078 3006 118 2888 114
internal_count=3747 254 147 107 3493 133 3360 215 101 3145 3078 3006 118 2888 114
is_linear=0
shrinkage=0.0995203


Tree=3173
num_leaves=28
num_cat=0
split_feature=6 8 8 1 5 5 8 17 17 17 9 9 17 5 5 9 8 8 8 21 8 21 6 21 6 21 5
split_gain=0.0201245 0.0337566 0.0612916 0.031163 0.0671871 0.113502 0.0369305 0.0266671 0.110887 0.104158 0.0607041 0.0558937 0.0388704 0.0370592 0.0726471 0.0637319 0.0289802 0.0266516 0.0190342 0.0242581 0.0631429 0.0597654 0.0433836 0.0394723 0.0331115 0.0254588 0.0146329
threshold=-0.07664 -0.084554999999999991 -0.083849999999999994 0.15756500000000004 -0.082635 -0.077634999999999996 -0.080724999999999991 -0.011809999999999999 -0.016659999999999998 -0.008454999999999999 0.09091500000000001 0.087495000000000031 -0.067414999999999989 -0.025879999999999997 -0.085034999999999986 0.083795000000000022 -0.086589999999999986 0.090890000000000012 0.0033350000000000007 0.09865500000000002 -0.088874999999999996 0.10403500000000003 -0.11191 0.094920000000000018 -0.085885000000000003 0.092775000000000024 -0.16926499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 7 -3 4 -4 -6 -7 8 11 -9 13 12 16 14 -11 -15 -2 18 19 23 -21 -22 -23 24 25 -1 -19
right_child=1 2 3 -5 5 6 -8 9 -10 10 -12 -13 -14 15 -16 -17 -18 26 -20 20 21 22 -24 -25 -26 -27 -28
leaf_value=0.00014251477976790004 -0.0014080982443404281 0.0033303840904556291 -0.0024675908617684279 0.0022420918875761106 0.0051231241840898898 -0.00083764192974368718 0.0004507763011641326 -0.0050831350991102798 0.004810334254081265 0.00043702009315230134 -0.0028606856755847647 0.0017943590302485007 -0.0037479352648823391 -0.00074939803070873067 -0.0037007723400792956 0.0042179235247254698 0.0012972118137851184 -0.0029419971258173743 0.0016956770743551709 0.0011292597427641265 -0.0049209252134053399 0.00021692292480077945 -0.003499458095877078 0.0022195925499652195 -0.0027932417778519293 -0.0022616261926142536 -0.00057556890745797231
leaf_weight=606 120 69 88 78 48 273 1137 51 47 202 77 85 47 49 53 53 58 56 51 89 53 95 46 73 46 47 50
leaf_count=606 120 69 88 78 48 273 1137 51 47 202 77 85 47 49 53 53 58 56 51 89 53 95 46 73 46 47 50
internal_value=0 0.000167839 0.000424168 0.000300186 0.000201682 0.000363352 0.000200736 -0.000346587 0.000304537 -0.000827557 -0.000325591 -0.000375959 -0.0011995 0.000218902 -0.000419782 0.00182364 -0.000521994 -0.000325177 -0.00017988 -0.000271323 -0.00105955 -0.00206792 -0.000989708 1.65672e-05 -0.000212335 -2.9271e-05 -0.00183348
internal_weight=0 2535 1693 1624 1546 1458 1410 842 357 485 434 310 225 357 255 102 178 1212 1106 1055 283 194 141 772 699 653 106
internal_count=3747 2535 1693 1624 1546 1458 1410 842 357 485 434 310 225 357 255 102 178 1212 1106 1055 283 194 141 772 699 653 106
is_linear=0
shrinkage=0.0995203


Tree=3174
num_leaves=11
num_cat=0
split_feature=20 20 1 4 0 4 6 18 20 20
split_gain=0.017809 0.0493025 0.0289139 0.0241178 0.0491666 0.0428559 0.0319946 0.0319924 0.0309328 0.0167117
threshold=-0.24910499999999999 -0.15615999999999999 -0.54365999999999992 0.095805000000000015 -0.23058999999999999 0.10113500000000002 0.12638500000000005 0.10085500000000001 1.0000000180025095e-35 -0.084474999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 8 9 -6 -7
right_child=1 2 3 5 6 7 -8 -9 -10 -11
leaf_value=0.0015575520068898728 -0.0026388536887947526 0.0023805789783384692 0.0033192420460118658 -0.0028555965238358499 0.00012402973895503901 -0.0021161302444511823 0.002675414315080163 0.0016839416363074948 -0.0011500662373619866 -0.00033380195566863553
leaf_weight=72 70 51 47 70 2516 58 46 74 204 539
leaf_count=72 70 51 47 70 2516 58 46 74 204 539
internal_value=0 -2.2832e-05 2.77375e-05 -5.79557e-06 0.000127031 -0.000511139 7.24926e-05 -0.00026534 2.81716e-05 -0.000508331
internal_weight=0 3675 3605 3554 2813 741 2766 671 2720 597
internal_count=3747 3675 3605 3554 2813 741 2766 671 2720 597
is_linear=0
shrinkage=0.0995203


Tree=3175
num_leaves=18
num_cat=0
split_feature=38 29 22 17 17 9 9 26 0 26 0 8 26 21 9 18 8
split_gain=0.0168698 0.0201196 0.0212933 0.0262756 0.0300198 0.0218806 0.0398772 0.074214 0.0440657 0.0305163 0.0439329 0.0465491 0.0341567 0.0479485 0.0287027 0.0206794 0.0176079
threshold=-0.084154999999999994 -0.117605 0.078345000000000012 -0.10337499999999999 -0.047785000000000001 0.11007500000000002 0.11351500000000002 0.10219500000000002 -0.065229999999999996 0.11991000000000003 -0.066264999999999991 -0.065539999999999987 0.094025000000000011 0.11729000000000002 0.09518500000000002 0.10861000000000003 -0.080364999999999992
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 -5 9 -7 -8 -9 12 11 -11 14 -14 -3 16 -6
right_child=1 2 3 4 15 6 7 8 -10 10 -12 -13 13 -15 -16 -17 -18
leaf_value=0.0018803440498969654 -0.0020630232869443699 3.7438521189822748e-05 -0.0023694033892612807 0.0019136589543831395 -0.00050873371801460137 0.0035667586793992376 0.003189425539771959 -0.0030693262465200811 0.00061638655515473654 -0.00057635854460445334 0.0010527083085468706 -0.0049041400990216142 0.00051184619955208085 0.0037768321664818669 -0.0011892563191436484 0.0009847652007955916 -0.0027569148210636646
leaf_weight=47 47 2268 77 50 88 48 62 57 73 54 49 46 420 50 206 47 58
leaf_count=47 47 2268 77 50 88 48 62 57 73 54 49 46 420 50 206 47 58
internal_value=0 -1.69915e-05 9.10894e-06 -0.000766084 -0.000254667 8.37805e-05 0.000999218 0.000353068 -0.00099336 1.24829e-05 -0.00137672 -0.00257533 8.30705e-05 0.000860927 -6.43725e-05 -0.000820651 -0.00140745
internal_weight=0 3700 3653 320 243 3333 240 192 130 3093 149 100 2944 470 2474 193 146
internal_count=3747 3700 3653 320 243 3333 240 192 130 3093 149 100 2944 470 2474 193 146
is_linear=0
shrinkage=0.0995203


Tree=3176
num_leaves=31
num_cat=0
split_feature=8 8 20 20 20 5 3 3 0 5 22 0 20 20 20 2 17 18 12 3 3 20 18 8 8 8 3 3 21 5
split_gain=0.0287614 0.0479189 0.0328614 0.0630822 0.0605561 0.0610415 0.058302 0.190868 0.0611353 0.0779743 0.0573247 0.0657713 0.0547867 0.0546066 0.0537834 0.0422682 0.0384358 0.0248302 0.0235996 0.0240448 0.0595626 0.0942816 0.126578 0.0503435 0.0479125 0.0548179 0.0444833 0.0326531 0.0275962 0.0226684
threshold=-0.046889999999999994 -0.053049999999999993 -0.009049999999999999 -0.053499999999999999 -0.068114999999999995 -0.093384999999999982 0.094970000000000013 0.091065000000000021 -0.066264999999999991 0.040570000000000016 0.098480000000000026 -0.12236 -0.083970000000000003 -0.089994999999999992 -0.10177499999999999 -0.11700999999999999 -0.065004999999999993 -0.092864999999999989 -0.087364999999999998 0.089535000000000017 0.092115000000000016 -0.014534999999999999 -0.011569999999999999 -0.077259999999999995 -0.079854999999999995 -0.081324999999999995 0.093245000000000022 0.094045000000000031 0.084795000000000023 0.62720500000000012
decision_type=2 2 2 2 2 2 2 2 2 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 3 4 5 13 7 15 10 -10 11 -8 14 -2 -7 -4 17 -17 -1 23 21 28 -23 24 25 -20 -22 -28 -21 -11
right_child=2 -3 6 -5 -6 12 8 -9 9 29 -12 -13 -14 -15 -16 16 -18 -19 19 20 26 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0023302829154677224 0.00031417745918650925 -0.0027988528277226978 -0.0018554012358225128 -0.0026605948607339646 0.0035988758124897435 0.00015668908564267468 -0.00012826035108941304 0.007455564817482243 0.0045472977553373999 -0.0011261940463438327 0.0013858605158637196 -0.0050392885571933681 -0.0016807066011894334 -0.0038984666134527618 0.0034834513427573583 0.0016197281401613068 0.0030967036784770416 -0.0013609661907733601 -0.00021550725557251371 -0.0025357648595445612 -0.0022460402257215226 0.0057608449861203444 6.7996356520528192e-05 -0.0033248515835295677 0.0025436936179798701 -0.0030293694194435308 0.0024333707044596415 -6.185472348014875e-05 0.00078069391741017664 0.0014348442523596115
leaf_weight=47 56 68 49 85 49 114 52 51 51 78 49 57 69 66 84 59 79 52 951 48 89 83 73 56 57 74 55 928 51 61
leaf_count=47 56 68 49 85 49 114 52 51 51 78 49 57 69 66 84 59 79 52 951 48 89 83 73 56 57 74 55 928 51 61
internal_value=0 -0.000191494 0.000404959 -0.000178527 0.000301284 -0.00011199 0.000884554 0.00192673 1.37188e-05 0.00121892 -0.00143039 -0.00270392 0.000728479 -0.00195808 0.00157218 0.000743515 0.00141807 0.000215992 -0.000120587 -7.81228e-05 0.000209306 0.00157659 0.00310213 -0.000414008 -0.000262597 -0.000419453 -0.000115171 7.69234e-05 -0.000819018 0
internal_weight=0 2580 1161 523 438 389 638 290 348 190 158 109 267 122 198 239 190 111 2512 2465 1327 255 156 1138 1082 1025 1072 983 99 139
internal_count=3741 2580 1161 523 438 389 638 290 348 190 158 109 267 122 198 239 190 111 2512 2465 1327 255 156 1138 1082 1025 1072 983 99 139
is_linear=0
shrinkage=0.0995203


Tree=3177
num_leaves=26
num_cat=0
split_feature=26 26 18 26 6 2 26 5 9 6 2 20 3 3 5 5 9 5 9 5 2 18 18 5 3
split_gain=0.0261952 0.0425322 0.0343132 0.0305927 0.0305312 0.0680939 0.0940906 0.0724358 0.133372 0.105446 0.0604628 0.0273932 0.0278939 0.10711 0.0252507 0.0386876 0.0262116 0.0330317 0.0412367 0.0251819 0.0416319 0.0365456 0.0251075 0.0247369 0.0163933
threshold=0.083970000000000031 0.083235000000000017 0.14994000000000005 0.084355000000000027 0.091795000000000015 -0.077604999999999993 0.10603500000000003 -0.039649999999999998 0.097680000000000031 0.11690000000000002 -0.085089999999999985 -0.083970000000000003 0.11926500000000002 0.11578500000000001 0.2686150000000001 0.23932500000000004 0.11351500000000002 0.11083500000000003 0.098720000000000016 0.39524000000000009 -0.095204999999999998 -0.099739999999999995 -0.025079999999999998 -0.017704999999999995 0.10214500000000003
decision_type=2 2 2 2 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 3 -2 11 6 10 8 -7 -9 -6 23 13 -13 15 16 17 18 -1 -16 21 -21 -14 -5 -4
right_child=2 -3 24 4 5 7 -8 9 -10 -11 -12 12 22 -15 19 -17 -18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=4.5555442932532679e-05 -0.0025960453693267237 0.0026485781673308501 0.00040162642770756563 0.002603118156135426 0.0024830701326482595 -0.005457052443084579 0.0049494903291965554 0.0032549261477914961 0.0011793274799528205 -0.0024772294135756686 -0.0011363517789931192 -0.000564807840187851 -0.00065709195730681244 -0.0054601782632183529 0.0030974499814876129 -0.0027000465645071808 0.0019016576734475817 0.0019555934636199435 -0.0021797421486772816 0.0038383688064941145 -0.0010003455024408889 -1.2599422318403849e-05 0.0021482834669872175 -0.00034121061801516465 0.0029366773277769956
leaf_weight=980 57 73 58 52 82 67 62 77 54 54 103 1212 60 46 51 50 77 80 90 51 86 46 66 61 46
leaf_count=980 57 73 58 52 82 67 62 77 54 54 103 1212 60 46 51 50 77 80 90 51 86 46 66 61 46
internal_value=0 0.00030153 -0.000231444 -0.000321112 -0.000255736 0.000417547 0.00159286 -0.000731196 -0.0024886 0.000885804 0.000463508 -0.000480711 -0.000602726 -0.000744463 0.000187596 1.27958e-05 0.000124011 4.27392e-06 -0.000140854 0.00113803 0.000587488 0.0020037 0.000805894 0.00100646 0.00153077
internal_weight=0 1584 2157 2053 1996 499 247 252 121 131 185 1497 1384 1258 1511 1277 1227 1150 1070 234 183 97 126 113 104
internal_count=3741 1584 2157 2053 1996 499 247 252 121 131 185 1497 1384 1258 1511 1277 1227 1150 1070 234 183 97 126 113 104
is_linear=0
shrinkage=0.0995203


Tree=3178
num_leaves=22
num_cat=0
split_feature=26 26 18 26 18 6 3 8 3 21 5 6 5 9 3 2 2 2 3 18 26
split_gain=0.021242 0.0344834 0.0278542 0.0248017 0.026251 0.034013 0.0562512 0.126741 0.0943339 0.0259953 0.0652146 0.0517323 0.0222822 0.0211563 0.0222695 0.0192048 0.052977 0.048779 0.0314628 0.0261629 0.0148811
threshold=0.083970000000000031 0.083235000000000017 0.14994000000000005 0.084355000000000027 0.12487500000000003 0.091795000000000015 0.091225000000000014 -0.083294999999999994 0.089095000000000021 0.11678500000000003 0.41276000000000007 -0.065394999999999995 0.63455500000000009 0.11351500000000002 0.12551500000000002 -0.079739999999999991 -0.047824999999999999 -0.085209999999999994 0.16149500000000003 0.086800000000000016 0.10144500000000002
decision_type=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 -2 5 9 8 -8 -7 10 -5 -11 13 15 -15 17 -17 19 -18 -1 -4
right_child=2 -3 20 4 -6 6 7 -9 -10 11 -12 -13 -14 14 -16 16 18 -19 -20 -21 -22
leaf_value=-0.00046905755117906581 -0.0023376865107856905 0.0023849910254856114 2.4427279045048344e-05 -0.00039927795644442233 -0.002336414621377667 8.9514059088831396e-06 -0.0044623019657246601 0.00073839182867803963 0.0056166772158503719 0.0033665330604089731 -0.0041376077346614755 -0.00073467022465007316 0.0022795942728108263 9.7331673511440772e-05 0.0031066737174145305 0.003448369620600147 0.0002710509134812782 -0.003006413527295818 -0.0018633167380925676 0.0016734944381178263 0.0024395810768577469
leaf_weight=331 57 73 46 1292 57 70 55 297 52 52 48 73 48 53 46 49 774 67 75 68 58
leaf_count=331 57 73 46 1292 57 70 55 297 52 52 48 73 48 53 46 49 774 67 75 68 58
internal_value=0 0.000271573 -0.000208373 -0.000289195 -0.000230285 -0.00016795 0.00056411 -7.18914e-05 0.00240584 -0.000405367 -0.000533799 0.000964882 0.000168927 9.91175e-05 0.00150388 -2.24101e-06 0.000266164 -0.000521224 8.15382e-05 -0.000101859 0.00137921
internal_weight=0 1584 2157 2053 1996 1939 474 352 122 1465 1340 125 1511 1463 99 1364 898 466 849 399 104
internal_count=3741 1584 2157 2053 1996 1939 474 352 122 1465 1340 125 1511 1463 99 1364 898 466 849 399 104
is_linear=0
shrinkage=0.0995203


Tree=3179
num_leaves=25
num_cat=0
split_feature=8 8 6 8 26 20 20 2 0 18 8 0 8 1 26 29 0 1 2 26 8 2 17 2
split_gain=0.0178845 0.0418663 0.0334707 0.0654064 0.0456558 0.0614449 0.0746514 0.0255105 0.0586235 0.0278125 0.0313888 0.0199814 0.0320531 0.0411089 0.0176463 0.05374 0.0223912 0.0349993 0.0239474 0.0205866 0.0601588 0.0441653 0.0187313 0.0273558
threshold=-0.046889999999999994 -0.053049999999999993 -0.088734999999999994 -0.014854999999999998 -0.091484999999999997 -0.009049999999999999 -0.078104999999999994 0.11392500000000001 -0.16423499999999999 -0.40801999999999999 0.041960000000000011 -0.229625 -0.0077949999999999998 0.49737500000000007 -0.019129999999999998 -0.034615 1.0000000180025095e-35 -0.14482999999999999 0.15165000000000003 0.091570000000000026 -0.076554999999999998 -0.081734999999999988 -0.016209999999999999 -0.01042
decision_type=2 2 2 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 4 -4 -2 6 -6 8 -5 -10 -11 -7 -13 -14 15 22 17 -16 -18 20 -19 -21 -1 -24
right_child=2 -3 3 7 5 11 -8 -9 9 10 -12 12 13 -15 16 -17 18 19 -20 21 -22 -23 23 -25
leaf_value=0.0011156586872844106 0.0016691753569313401 -0.002587557136905607 0.0038573818424009012 0.0037752624921047698 -0.00040596010432029857 0.0018108212802193388 -0.0055023312709284178 -0.0013127066333724704 0.0024540433556300371 -0.00067252214204217126 0.00086390767940739972 0.0016271604002574527 -0.0036503816371617221 0.00043641052025265571 0.0025292445762913288 0.0035275292676253465 -2.0614087178353562e-05 -0.00024699920195190211 -0.0031038333724972386 0.0018755067938278135 -0.0035764547785792598 -0.00010701394342837638 0.00058542797260366548 -0.0027327263733256356
leaf_weight=72 81 68 60 54 61 50 54 74 56 255 272 47 47 50 49 53 49 1373 52 138 56 572 51 47
leaf_count=72 81 68 60 54 61 50 54 74 56 255 272 47 47 50 49 53 49 1373 52 138 56 572 51 47
internal_value=0 -0.000150522 0.000319814 0.000700262 -0.000430203 -0.000983174 -0.00280616 0.000432687 0.000636734 0.000344625 0.000118921 9.32414e-05 -0.000497456 -0.00153535 -8.42256e-05 0.000760197 -0.000166849 -9.95751e-05 -0.00161612 -0.000160179 -0.000378048 0.000277168 -9.77452e-05 -0.000997579
internal_weight=0 2580 1161 771 390 309 115 711 637 583 527 194 144 97 2512 223 2289 2188 101 2139 1429 710 170 98
internal_count=3741 2580 1161 771 390 309 115 711 637 583 527 194 144 97 2512 223 2289 2188 101 2139 1429 710 170 98
is_linear=0
shrinkage=0.0995203


Tree=3180
num_leaves=14
num_cat=0
split_feature=11 3 28 5 20 0 20 17 1 17 21 0 0
split_gain=0.0224263 0.0383538 0.020258 0.020281 0.0507605 0.0321091 0.0421631 0.0313448 0.0751869 0.072857 0.0286859 0.0286357 0.0257292
threshold=-0.40069499999999997 0.17152000000000003 0.079615000000000019 -0.074569999999999984 -0.23803499999999997 -0.229625 -0.042414999999999994 -0.042709999999999991 -0.0043399999999999992 -0.01857 0.13042000000000004 -0.070134999999999989 -0.14124499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 8 -7 -9 12 -12 -6
right_child=1 -3 -4 4 10 7 -8 9 -10 -11 11 -13 -14
leaf_value=-0.0021769342738460085 -0.0037677250782426749 0.0025956028593281054 -0.0015623326471363398 0.0034380167065168614 0.0014833013066054715 0.0044838621411730133 0.00016078779278028699 -0.003631981589544914 -0.00058523294497679265 -0.0001036838333165504 -0.0033320680522797306 -2.9687371012456145e-05 0.00011917410737819415
leaf_weight=46 58 57 81 47 147 47 50 62 75 901 46 61 2042
leaf_count=46 58 57 81 47 147 47 50 62 75 901 46 61 2042
internal_value=0 3.41375e-05 -6.00215e-06 2.94176e-05 0.000199701 -0.000304326 -0.00194139 -0.000140619 0.00136091 -0.000331693 0.000133055 -0.00145705 0.000211155
internal_weight=0 3674 3617 3536 2343 1193 108 1085 122 963 2296 107 2189
internal_count=3720 3674 3617 3536 2343 1193 108 1085 122 963 2296 107 2189
is_linear=0
shrinkage=0.0995203


Tree=3181
num_leaves=12
num_cat=0
split_feature=11 3 19 18 18 19 19 19 3 19 3
split_gain=0.018184 0.0311008 0.0178591 0.0305609 0.0299088 0.0213868 0.0302899 0.039214 0.0211604 0.0220325 0.0101009
threshold=-0.40069499999999997 0.17152000000000003 0.11174500000000002 0.22074500000000005 -0.014319999999999999 0.10583000000000002 0.098445000000000019 0.083090000000000011 0.099950000000000025 0.12070000000000002 0.12461000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 -2 9 -6 -10
right_child=1 -3 4 -5 8 -7 -8 -9 10 -11 -12
leaf_value=-0.0019602853577089185 -3.6088013276233957e-05 0.0023372877444359746 -0.0026298116312269033 0.0024272026389093983 -0.00057222979696192825 0.0019122481868277114 -0.0025514056192297166 0.0021556377868085295 -0.0022132738301489613 0.0023752519255954008 -0.00016094411911202176
leaf_weight=46 3114 57 66 53 52 58 46 83 50 48 47
leaf_count=46 3114 57 66 53 52 58 46 83 50 48 47
internal_value=0 3.06957e-05 -5.42735e-06 5.62694e-05 -0.000795349 1.79543e-05 -1.56722e-05 2.05572e-05 -0.000176602 0.000834376 -0.00122729
internal_weight=0 3674 3617 3354 263 3301 3243 3197 197 100 97
internal_count=3720 3674 3617 3354 263 3301 3243 3197 197 100 97
is_linear=0
shrinkage=0.0995203


Tree=3182
num_leaves=24
num_cat=0
split_feature=5 5 0 5 18 9 9 5 5 17 9 5 9 17 17 6 12 17 17 17 6 9 9
split_gain=0.015901 0.0664087 0.141143 0.0468123 0.0261394 0.0230425 0.0802706 0.0561014 0.135364 0.150597 0.0505536 0.0525295 0.0461929 0.0402988 0.0586568 0.0430963 0.0210846 0.0380594 0.0405078 0.125222 0.0557198 0.0209521 0.0301377
threshold=-0.040404999999999996 -0.02504 -0.085684999999999997 -0.045014999999999993 -0.040349999999999997 0.087885000000000019 0.091690000000000021 -0.0063549999999999995 0.0063000000000000009 -0.45380999999999999 0.087495000000000031 -0.017704999999999995 0.092855000000000021 0.0031350000000000006 -0.0062099999999999994 0.082060000000000022 -0.082629999999999995 -0.098644999999999997 -0.065004999999999993 -0.042709999999999991 -0.092919999999999989 0.094085000000000016 0.09550500000000002
decision_type=2 2 2 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 -7 -9 -10 11 -3 -8 14 -13 -15 -6 -18 20 -20 -19 -14 -23
right_child=1 5 -4 -5 16 6 12 8 9 -11 -12 13 21 15 -16 -17 17 18 19 -21 -22 22 -24
leaf_value=0.0021512415311659584 -0.001492663318162539 0.0027951094017853373 0.0051708528301024478 -0.0033225044566667842 -0.0023058300709247752 -0.0038506309377741069 0.0025477615011526675 0.0033454195885796907 0.00070007886040372919 -0.0061792037865453561 0.0035375249979488648 2.1681695556479934e-05 -0.0017233912360991178 -0.0036141677293493719 0.0034081700193730282 0.00043519070311216898 0.002529684965292882 -0.0046643141154752944 0.0047460747842016961 -0.00028115818009246069 0 0.0022374180898006059 -0.00013076794465301418
leaf_weight=48 54 72 75 47 46 87 79 55 66 60 47 827 64 59 54 46 51 47 51 1295 55 62 373
leaf_count=48 54 72 75 47 46 87 79 55 66 60 47 827 64 59 54 46 51 47 51 1295 55 62 373
internal_value=0 0.000188124 0.00237513 -0.000226285 -0.00013442 4.31e-05 -0.0003473 -0.0017714 -0.000767468 -0.00256927 0.000342735 0.000200038 0.000311594 9.70939e-06 0.000230182 -0.00183237 -0.000205961 -0.000140976 -0.000235605 -9.00677e-05 -0.00214809 -4.07887e-05 0.000204885
internal_weight=0 2080 129 1640 1593 1951 846 268 181 126 1105 1058 578 986 881 105 1545 1499 1448 1346 102 499 435
internal_count=3720 2080 129 1640 1593 1951 846 268 181 126 1105 1058 578 986 881 105 1545 1499 1448 1346 102 499 435
is_linear=0
shrinkage=0.0995203


Tree=3183
num_leaves=10
num_cat=0
split_feature=11 3 28 2 18 2 27 10 23
split_gain=0.0143908 0.0254154 0.015825 0.0169975 0.0253643 0.0233858 0.029045 0.0257762 0.0238719
threshold=-0.40069499999999997 0.17152000000000003 0.079615000000000019 -0.23128999999999997 -0.046804999999999992 -0.15012499999999998 0.07692000000000003 0.055760000000000011 -0.046924999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -5 8 -7
right_child=1 -3 -4 5 -6 7 -8 -9 -10
leaf_value=-0.0017443301182659702 -0.00013285098700407578 0.0021119973325890926 -0.0013813402052923101 -0.0030852517708337798 0.0029591894005686951 -0.0017744632487562814 -8.7080701483811373e-05 0.0022597301305129183 4.5764110341943134e-05
leaf_weight=46 57 57 81 54 48 73 80 51 3173
leaf_count=46 57 57 81 54 48 73 80 51 3173
internal_value=0 2.68581e-05 -5.77516e-06 2.55037e-05 0.00127286 -1.24308e-05 -0.00130141 3.97088e-05 4.5764e-06
internal_weight=0 3674 3617 3536 105 3431 134 3297 3246
internal_count=3720 3674 3617 3536 105 3431 134 3297 3246
is_linear=0
shrinkage=0.0995203


Tree=3184
num_leaves=12
num_cat=0
split_feature=1 9 5 0 6 8 8 17 17 17 1
split_gain=0.0289116 0.0604146 0.0206039 0.0212515 0.0193957 0.0154471 0.0401442 0.0434343 0.0223116 0.0167355 0.0314372
threshold=0.62916000000000016 -0.25326499999999996 -0.54165499999999989 0.16362500000000005 -0.045589999999999999 -0.094869999999999996 -0.090809999999999988 -0.0058449999999999995 0.53699500000000022 -0.10071499999999999 -0.0068249999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 9 7 -7 -8 -4 -11
right_child=-2 2 3 -5 -6 6 8 -9 -10 10 -12
leaf_value=0.0031473662998153427 -0.0023444456197601648 4.0622786785045479e-05 0.00067492372773352873 0.0019088115942154356 0.0029033577572188988 0.0031150826941810611 -4.3857913359254213e-05 -5.8281931878012032e-05 -0.0018560082891599609 -0.0018500987703903916 -1.0368752010994178e-05
leaf_weight=61 51 49 80 54 46 83 2792 87 69 180 190
leaf_count=61 51 49 80 54 46 83 2792 87 69 180 190
internal_value=0 4.13389e-05 -1.06305e-05 -4.97231e-05 0.00143541 -8.03406e-05 1.68144e-07 0.00148625 -8.78485e-05 -0.000624431 -0.000907585
internal_weight=0 3691 3630 3535 95 3481 3031 170 2861 450 370
internal_count=3742 3691 3630 3535 95 3481 3031 170 2861 450 370
is_linear=0
shrinkage=0.0995203


Tree=3185
num_leaves=9
num_cat=0
split_feature=1 9 5 2 6 17 2 22
split_gain=0.0234435 0.0489879 0.0167291 0.0199851 0.015706 0.014453 0.0215928 0.0204888
threshold=0.62916000000000016 -0.25326499999999996 -0.54165499999999989 0.31534000000000012 -0.045589999999999999 -0.56655999999999984 -0.241895 0.10292000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 -7 -8
right_child=-2 2 3 -5 -6 6 7 -9
leaf_value=0.0028341398636895629 -0.0021111259013402595 3.6580039157969631e-05 -0.0013709163996193008 -0.0018457262263173407 0.0026144152224905218 0.0019909615258297945 3.4888536571355227e-05 -0.0012255673298151323
leaf_weight=61 51 49 76 60 46 54 3212 133
leaf_count=61 51 49 76 60 46 54 3212 133
internal_value=0 3.72249e-05 -9.55013e-06 -4.47977e-05 0.00129341 -1.34669e-05 1.66442e-05 -1.49835e-05
internal_weight=0 3691 3630 3535 95 3475 3399 3345
internal_count=3742 3691 3630 3535 95 3475 3399 3345
is_linear=0
shrinkage=0.0995203


Tree=3186
num_leaves=11
num_cat=0
split_feature=1 9 0 5 20 22 0 27 8 4
split_gain=0.01901 0.0397217 0.0148912 0.0141788 0.0170607 0.0165097 0.0274387 0.0206707 0.0357288 0.0215182
threshold=0.62916000000000016 -0.25326499999999996 0.16362500000000005 -0.54165499999999989 -0.045109999999999997 0.10292000000000003 -0.092724999999999988 0.091915000000000011 -0.085089999999999985 0.086380000000000026
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 9 -9 -5
right_child=-2 2 -4 5 -6 6 -8 8 -10 -11
leaf_value=0.0025520856301410222 -0.0019010261779017826 -0.00013803558978998668 0.00163144554258971 4.1857817806746255e-05 0.002514287167136085 -0.0026034820410686783 0.00015251104172804978 0.0027700059867936983 -0.00020611135643501839 -0.00063815530127736911
leaf_weight=61 51 48 54 2617 47 66 77 70 92 559
leaf_count=61 51 48 54 2617 47 66 77 70 92 559
internal_value=0 3.35423e-05 -8.5548e-06 -3.35489e-05 0.00116555 -6.65086e-05 -0.00111376 -2.1399e-05 0.00107481 -7.75719e-05
internal_weight=0 3691 3630 3576 95 3481 143 3338 162 3176
internal_count=3742 3691 3630 3576 95 3481 143 3338 162 3176
is_linear=0
shrinkage=0.0995203


Tree=3187
num_leaves=8
num_cat=0
split_feature=7 9 0 0 0 2 2
split_gain=0.0193425 0.0211108 0.0188173 0.0265345 0.0222361 0.0203334 0.0139501
threshold=-0.15142999999999998 -0.46256000000000003 -0.23998999999999998 -0.225295 -0.17809 0.31534000000000012 0.13896000000000006
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
leaf_value=-0.0017366567961384811 0.0021315966524193212 0.0018354919508929894 -0.0018231229617853273 0.0019206006704537127 -1.3407862340338399e-05 -0.0016667488352483234 0.0011309762518653182
leaf_weight=62 47 55 79 60 3258 72 109
leaf_count=62 47 55 79 60 3258 72 109
internal_value=0 3.58517e-05 8.51376e-06 -1.93413e-05 2.11504e-05 -1.17512e-05 2.33962e-05
internal_weight=0 3680 3633 3578 3499 3439 3367
internal_count=3742 3680 3633 3578 3499 3439 3367
is_linear=0
shrinkage=0.0995203


Tree=3188
num_leaves=13
num_cat=0
split_feature=35 6 10 9 0 3 5 17 10 18 6 18
split_gain=0.015854 0.0145244 0.0173846 0.0333489 0.0215217 0.0450891 0.0348178 0.0316984 0.0213193 0.0210537 0.0809757 0.0390318
threshold=0.004000000000000001 -0.48214499999999999 0.086165000000000019 0.098465000000000011 0.047575000000000013 0.11492500000000001 0.11083500000000003 -0.11741999999999998 0.07635500000000002 -0.082304999999999989 0.10009000000000003 -0.074709999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 8 6 -6 -8 9 10 -3 -11
right_child=-2 2 3 -5 5 -7 7 -9 -10 11 -12 -13
leaf_value=0.0013036097973361496 -0.0018184088682819738 -0.000120361205715937 -0.002532135445596639 0.00050512659420525981 -0.00056993018546083751 -0.0017812059179544025 0.0012299586808293842 0.004476279836881464 -0.0016419956637587873 0.0020320597966161464 -0.0034881341675298354 5.8874853476884116e-05
leaf_weight=83 48 764 76 67 47 46 72 52 81 104 78 2223
leaf_count=83 48 764 76 67 47 46 72 52 81 104 78 2223
internal_value=0 1.77755e-06 -2.7927e-05 -0.00110336 1.61941e-05 0.000975958 0.00172244 0.00259792 -4.76367e-05 -6.62633e-06 -0.000433313 0.000147414
internal_weight=0 3693 3610 143 3467 217 171 124 3250 3169 842 2327
internal_count=3741 3693 3610 143 3467 217 171 124 3250 3169 842 2327
is_linear=0
shrinkage=0.0995203


Tree=3189
num_leaves=9
num_cat=0
split_feature=35 6 10 12 6 7 6 0
split_gain=0.0128554 0.0117774 0.0141512 0.0194269 0.0149063 0.0255848 0.0163356 0.0187224
threshold=0.004000000000000001 -0.48214499999999999 0.093790000000000026 1.0000000180025095e-35 -0.40707999999999994 1.0000000180025095e-35 -0.23827499999999999 0.15238000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 -8
right_child=-2 2 -4 -5 6 -7 7 -9
leaf_value=0.0011738744077668065 -0.0016374404334372208 -0.0029523422444968786 -0.0014918323061690222 0.0018745114351041712 0.0018502372359264412 0.00021562196604716583 -5.0923378080628864e-05 0.0016809530784743767
leaf_weight=83 48 46 64 54 47 55 3281 63
leaf_count=83 48 46 64 54 47 55 3281 63
internal_value=0 1.57859e-06 -2.51477e-05 1.0929e-06 -2.76431e-05 -0.00121911 7.60299e-06 -1.80505e-05
internal_weight=0 3693 3610 3546 3492 101 3391 3344
internal_count=3741 3693 3610 3546 3492 101 3391 3344
is_linear=0
shrinkage=0.0995203


Tree=3190
num_leaves=23
num_cat=0
split_feature=9 2 9 6 6 3 18 18 0 9 9 0 6 6 9 18 9 18 26 6 2 8
split_gain=0.0108658 0.0333731 0.0359685 0.0245163 0.0157243 0.0566573 0.0646915 0.0644381 0.0550349 0.0430059 0.0201029 0.029444 0.0504975 0.036306 0.0287259 0.0297162 0.0214704 0.0712909 0.0318547 0.0399057 0.0386441 0.011814
threshold=0.11479000000000002 -0.06717999999999999 0.12372500000000002 -0.03252 0.098855000000000012 0.092510000000000023 0.10307000000000002 -0.057764999999999997 -0.076154999999999987 0.088325000000000028 0.098720000000000016 -0.052884999999999995 -0.101065 -0.072219999999999993 0.096225000000000019 -0.084629999999999997 0.094010000000000024 0.089365000000000014 0.089880000000000029 0.092405000000000029 -0.083104999999999998 -0.035869999999999992
decision_type=2 2 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 10 9 7 8 -7 -6 14 12 -12 -14 16 -16 18 21 19 -1 -20 -18
right_child=1 2 3 -5 5 6 -8 -9 -10 -11 11 -13 13 -15 15 -17 17 -19 20 -21 -22 -23
leaf_value=-1.6095877418998939e-05 -0.0017507776674368812 0.0032450174732592593 -0.00097794864281760467 0.001808514047994808 -0.00074648109213868276 0.0012598473988175596 -0.0027246409094688357 0.0032918272991421262 -0.0029213234885371478 -0.0046814936732434273 -0.0027890071727319854 -0.0026089449097965144 0.0029983102433048326 -0.00039646820220083504 -0.00032380713847683917 0.002778567431018768 0.0017220882341088155 -0.0038359964678624961 -0.00049527555365283884 -0.0026215529306620996 0.0013188251536406102 -0.00052402783810892985
leaf_weight=1991 46 60 69 57 61 80 61 75 51 51 53 68 49 85 50 77 46 59 167 60 379 46
leaf_count=1991 46 60 69 57 61 80 61 75 51 51 53 68 49 85 50 77 46 59 167 60 379 46
internal_value=0 0.000642041 0.00123822 0.000276097 -6.10994e-05 -0.00066656 0.000118598 0.000964502 -0.000361688 -0.00254563 1.1952e-05 -0.000834615 -0.000185027 0.000838797 8.73236e-05 0.00155071 1.93944e-05 -0.00113386 8.67646e-05 -9.27152e-05 0.000762464 0.000590132
internal_weight=0 232 186 126 3509 379 267 206 131 112 3130 255 187 134 2875 127 2748 151 2597 2051 546 92
internal_count=3741 232 186 126 3509 379 267 206 131 112 3130 255 187 134 2875 127 2748 151 2597 2051 546 92
is_linear=0
shrinkage=0.0995203


Tree=3191
num_leaves=10
num_cat=0
split_feature=17 17 2 17 11 24 26 20 26
split_gain=0.00759551 0.0116084 0.0517379 0.0131845 0.020173 0.0122388 0.0143858 0.0290063 0.0163698
threshold=0.62551000000000012 0.51362000000000008 -0.075899999999999995 0.42451000000000011 0.063835000000000017 -0.063789999999999986 0.15222000000000005 -0.065649999999999986 0.11991000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 8 -8 -7
right_child=-2 2 -4 -5 -6 6 7 -9 -10
leaf_value=-0.0012548766615944169 -0.0012595328230801735 -0.0013651404308287407 0.0031239147780906932 -0.0012614106147883968 0.0018572071220770269 -3.9773697159615056e-08 -0.00084321100085504332 0.0022803184569820632 -0.0012464359592603016
leaf_weight=79 48 47 55 84 57 3140 48 75 108
leaf_count=79 48 47 55 84 57 3140 48 75 108
internal_value=0 2.58898e-07 0.0010474 -2.92566e-05 2.26666e-08 -3.0424e-05 -1.48586e-06 0.00105472 -4.1736e-05
internal_weight=0 3693 102 3591 3507 3450 3371 123 3248
internal_count=3741 3693 102 3591 3507 3450 3371 123 3248
is_linear=0
shrinkage=0.0995203


Tree=3192
num_leaves=23
num_cat=0
split_feature=0 0 2 3 0 3 20 20 0 3 9 3 17 8 10 12 9 5 3 3 3 27
split_gain=0.0175457 0.0261142 0.0514216 0.0293574 0.0861133 0.0567916 0.0657891 0.0391039 0.0321326 0.0371887 0.101429 0.0416428 0.0316084 0.0286981 0.0206639 0.0210284 0.0269579 0.0250335 0.0231361 0.0554734 0.0179927 0.0213795
threshold=-0.086304999999999993 -0.087394999999999987 -0.081804999999999989 0.086895000000000014 -0.089965000000000003 0.088115000000000013 -0.078104999999999994 -0.078725000000000003 -0.089965000000000003 0.091475000000000015 0.086375000000000021 0.094185000000000033 -0.041415 -0.087844999999999993 0.09056500000000002 -0.012429999999999998 -0.063329999999999984 0.62404000000000015 0.083875000000000019 0.084620000000000015 0.11926500000000002 0.094335000000000016
decision_type=2 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 7 6 -5 -1 9 10 -7 -11 -9 -14 15 -2 20 18 -18 -20 -17 -22
right_child=14 2 -4 5 -6 8 -8 12 -10 11 -12 -13 13 -15 -16 16 17 -19 19 -21 21 -23
leaf_value=0.0019886719979438656 -0.0022604443478005695 0.0032981193561237069 -0.00090606414156602132 -0.00013709552448157571 -0.0034305316703081719 0.0016609147793564176 0.0048668920035366599 -0.0021380470604733972 0.0021256814301269023 0.0025336807146619767 -0.0036646948984074084 4.8823176697333235e-05 -0.00083080938498975379 0.0019495627567213392 0.0017750435044476005 0 -0.0018670564452335202 -0.0019738553938870684 0.0026945595904137309 -0.00020143054057826024 0.0035248791415293194 0.00048368632902609645
leaf_weight=88 47 76 46 46 81 61 59 76 79 76 84 558 86 64 55 87 76 79 68 1776 46 47
leaf_count=88 47 76 46 46 81 61 59 76 79 76 84 558 86 64 55 87 76 79 68 1776 46 47
internal_value=0 0.000310683 0.00170623 0.000184708 -0.000536808 0.000481507 0.00266687 0.000207055 0.000213113 1.81042e-05 -0.00141862 0.000347984 -0.00048305 0.000350025 -0.000129228 -0.000176647 -0.000131325 -0.000236698 -0.000164795 -9.4193e-05 0.00103436 0.00199674
internal_weight=0 1480 122 1358 395 963 105 314 858 779 145 634 226 150 2281 2226 2179 1999 1920 1844 180 93
internal_count=3761 1480 122 1358 395 963 105 314 858 779 145 634 226 150 2281 2226 2179 1999 1920 1844 180 93
is_linear=0
shrinkage=0.0995203


Tree=3193
num_leaves=31
num_cat=0
split_feature=26 26 26 8 8 8 1 18 1 9 17 17 18 26 8 0 9 0 18 9 9 20 26 18 0 0 26 2 26 8
split_gain=0.0193376 0.0472683 0.0402047 0.0309603 0.0617878 0.0360902 0.0319915 0.0302685 0.0417178 0.0286633 0.0674526 0.0928747 0.0653191 0.112214 0.145746 0.103843 0.0533282 0.0680155 0.0446421 0.0956655 0.0560695 0.0568609 0.0319458 0.0278588 0.0217579 0.0878728 0.0875267 0.0591608 0.0510183 0.040353
threshold=0.086095000000000019 0.086365000000000011 0.085740000000000025 -0.092094999999999996 -0.090440000000000006 -0.094139999999999988 0.42491000000000007 0.084900000000000017 -0.075284999999999991 0.086635000000000031 0.0036400000000000009 0.11639500000000001 -0.015440000000000001 0.09167500000000002 -0.085089999999999985 -0.082224999999999993 0.087635000000000032 -0.082494999999999999 0.10189500000000003 0.091010000000000021 0.088085000000000011 -1.0000000180025095e-35 0.10924500000000002 0.10361000000000002 -0.084154999999999994 -0.085245000000000001 0.0054200000000000012 -0.086554999999999993 -0.22491999999999998 -0.085165000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 -5 6 7 8 -1 10 12 -12 15 14 -14 -3 17 -11 20 -20 -18 -22 -21 -9 25 29 28 -28 -26 -6
right_child=1 9 -4 4 24 -7 -8 23 -10 16 11 -13 13 -15 -16 -17 18 -19 19 22 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.0034739352904185981 -0.0031505123089990124 -0.0056387284303931343 0.0029373041125119576 0.0039764205327002897 -0.001102634483928131 -0.0032064279916673706 0.0020069769262673651 0.0022420113652366356 -0.00024688296674590812 0.0037182371982094516 -0.0063743181642430015 -3.2225908372586044e-05 8.8664224636332312e-05 -0.0022112561859276049 0.006898874566332416 0.00086499365459751366 -0.0033069877566422844 -0.00099796163734916987 0.0047803417618248693 -0.0014652821442823528 0.00077146685826809164 -0.00084449673186931344 0.0010076163813062368 -0.00092202000465076346 -0.0020055241740149867 -0.0042628261763629173 0.00059310212704438128 0.0051259322877855208 0.0005758561460576816 0.00060984586202534209
leaf_weight=66 52 47 54 46 182 47 52 53 101 84 46 46 86 76 49 50 62 47 54 81 354 551 143 57 90 47 51 66 480 541
leaf_count=66 52 47 54 46 182 47 52 53 101 84 46 46 86 76 49 50 62 47 54 81 354 551 143 57 90 47 51 66 480 541
internal_value=0 -0.000192444 0.000258983 0.000181576 0.000383967 -0.00062527 -0.000254045 -0.000681452 -0.00152715 -0.000105372 -0.000847143 -0.00321217 -0.000138048 0.000841776 0.00256658 -0.00227786 0.000109664 0.00201992 -9.06773e-05 0.00101993 -0.000410808 -0.000211491 0.000109744 0.000595026 0.000269985 -9.23453e-05 0.000677281 0.00315708 0.000166833 0.000177633
internal_weight=0 1828 1933 1879 1503 376 329 277 167 1776 400 92 308 211 135 97 1376 131 1245 278 967 905 224 110 1457 770 687 117 570 723
internal_count=3761 1828 1933 1879 1503 376 329 277 167 1776 400 92 308 211 135 97 1376 131 1245 278 967 905 224 110 1457 770 687 117 570 723
is_linear=0
shrinkage=0.0995203


Tree=3194
num_leaves=21
num_cat=0
split_feature=38 35 26 21 21 18 5 20 3 17 5 2 3 1 3 4 4 17 17 3
split_gain=0.0165677 0.0184492 0.0167301 0.0464371 0.0524581 0.059394 0.0677457 0.039548 0.0567343 0.03618 0.0479609 0.149989 0.250089 0.0456554 0.0552677 0.0829687 0.0526334 0.0344669 0.0394499 0.02802
threshold=-0.082614999999999994 -0.075079999999999994 0.08598500000000002 0.098250000000000018 0.094920000000000018 0.18126000000000006 0.26676500000000009 -0.0009549999999999999 0.099950000000000025 -0.079754999999999993 -0.0089549999999999994 -0.086304999999999993 0.095135000000000011 0.031740000000000011 0.10807500000000002 0.086380000000000026 0.10845500000000002 -0.053765 -0.016209999999999999 0.11721500000000003
decision_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 -4 8 -5 13 17 -12 -13 14 15 -3 -16 -11 -19 -10
right_child=1 2 3 7 -6 -7 -8 -9 19 10 11 12 -14 -15 16 -17 -18 18 -20 -21
leaf_value=0.0016488412953014409 -0.0019507563194402541 0.00032936702966910702 -0.00027272194873380486 0.003696491902026729 -0.0033974254359011393 0.003225662201466614 -0.003968954198340955 -0.0011700609214095015 -0.00070066170245837596 0.0022246643658949661 -0.0012444088934429373 0.0089302761952483531 -0.00014857246269062648 -0.0026424332329019872 0.0036322337271217954 -0.0025265170543594525 -0.00032186565606838989 -0.0023171615407840632 0.00028895705511189774 0.001923360763384459
leaf_weight=62 47 329 1363 80 56 46 51 69 91 83 84 58 62 75 70 145 63 62 793 72
leaf_count=62 47 329 1363 80 56 46 51 69 91 83 84 58 62 75 70 145 63 62 793 72
internal_value=0 8.12915e-06 3.35635e-05 -0.000178952 -0.000406881 -0.000291614 -0.000406616 0.000925924 0.00152445 0.000246994 0.000589774 0.00197342 0.00423272 -0.000325787 -3.81972e-05 -0.000542542 0.00175308 0.000287981 9.90178e-05 0.000453394
internal_weight=0 3699 3652 1828 1516 1460 1414 312 243 1824 1142 204 120 682 607 474 133 938 855 163
internal_count=3761 3699 3652 1828 1516 1460 1414 312 243 1824 1142 204 120 682 607 474 133 938 855 163
is_linear=0
shrinkage=0.0995203


Tree=3195
num_leaves=11
num_cat=0
split_feature=38 9 7 21 1 2 21 1 6 1
split_gain=0.0134356 0.0188937 0.0211939 0.0142993 0.0291892 0.0405809 0.0211841 0.0147963 0.033253 0.0319578
threshold=-0.082614999999999994 -0.25326499999999996 -0.074779999999999999 -0.085914999999999991 0.10055500000000002 -0.086554999999999993 -0.084574999999999997 0.066150000000000028 -0.12272499999999999 0.054560000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -5 9 -9 -8
right_child=1 2 3 6 -6 -7 7 8 -10 -11
leaf_value=0.0014847482203185227 -0.0014957296463804332 0.001836088484051321 -7.882429005832247e-05 -0.0021557862526624524 -0.00094509284565224996 0.0038012932990973808 -3.0352300116301358e-05 -0.00032655181976640982 0.0012048037876298194 -0.0017541066382043026
leaf_weight=62 81 64 52 46 54 54 2676 272 289 111
leaf_count=62 81 64 52 46 54 54 2676 272 289 111
internal_value=0 7.21001e-06 4.10842e-05 8.52962e-06 0.000928117 0.00189012 -3.45804e-05 -5.19148e-06 0.000460869 -9.92994e-05
internal_weight=0 3699 3618 3554 160 106 3394 3348 561 2787
internal_count=3761 3699 3618 3554 160 106 3394 3348 561 2787
is_linear=0
shrinkage=0.0995203


Tree=3196
num_leaves=16
num_cat=0
split_feature=21 29 18 18 9 5 8 26 29 5 26 8 5 8 18
split_gain=0.0459412 0.0309867 0.0232751 0.0451679 0.0325361 0.0356376 0.0238691 0.02276 0.0210669 0.0208021 0.0555049 0.0537202 0.0476861 0.0424457 0.0370102
threshold=0.16638500000000003 -0.11156000000000001 -0.12363 -0.14624999999999996 0.09649000000000002 0.51659500000000014 -1.0000000180025095e-35 0.094605000000000022 0.090185000000000015 0.054660000000000007 0.088435000000000027 -0.077259999999999995 0.037395000000000005 -0.081864999999999993 -0.094389999999999988
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 -3 -6 9 12 13 -12 14 -11 -4
right_child=-2 2 8 -5 7 -7 -8 -9 -10 10 11 -13 -14 -15 -16
leaf_value=0.0025121537402181511 -0.002799137977461552 -0.000753721815279603 -0.0020842782678185249 0.0035701743609651672 -0.0025184872014414727 0.0031479322189275683 0.0020364473970737266 0.00024554554270065368 -0.0016635517857930848 -0.0013010574578590777 -0.00021553263175242221 -0.0031192337110528623 0.0030270972941677595 0.0011048701680992363 5.2064552982498322e-05
leaf_weight=48 59 89 83 48 54 58 46 64 85 112 123 131 52 206 2478
leaf_count=48 59 89 83 48 54 58 46 64 85 112 123 131 52 206 2478
internal_value=0 0 -3.3105e-05 0.00072724 0.000285827 0.00108381 0.000190939 -0.00101241 -0.000116831 -7.52953e-05 -0.000618993 -0.00171633 4.34099e-05 0.000254925 -1.6853e-05
internal_weight=0 3677 3629 359 311 193 135 118 3270 3185 572 254 2613 318 2561
internal_count=3736 3677 3629 359 311 193 135 118 3270 3185 572 254 2613 318 2561
is_linear=0
shrinkage=0.0995203


Tree=3197
num_leaves=24
num_cat=0
split_feature=18 17 9 9 9 0 17 9 20 0 21 0 20 0 2 2 21 0 18 0 5 0 17
split_gain=0.040988 0.0829139 0.0284359 0.103017 0.0367234 0.0798348 0.109631 0.0580308 0.0244918 0.0469786 0.0588627 0.0420019 0.0644611 0.0413818 0.0266612 0.0246605 0.0208046 0.0197842 0.0292497 0.0278479 0.0802026 0.0433658 0.010287
threshold=0.15891500000000006 -0.23769999999999999 0.092605000000000021 0.09202500000000001 0.094435000000000033 -0.070664999999999992 1.0000000180025095e-35 0.09518500000000002 -0.097769999999999996 -0.225295 0.090285000000000018 -0.14574499999999999 0.0013750000000000004 -0.098749999999999991 0.10166000000000001 0.08814000000000001 0.084795000000000023 0.019150000000000004 -0.030229999999999996 -0.076914999999999997 -0.080724999999999991 -0.081674999999999984 0.011640000000000003
decision_type=2 2 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 5 6 -4 -6 15 10 14 12 -11 -13 -10 16 -1 19 -19 21 -21 -9 -3
right_child=1 22 4 -5 7 -7 -8 17 9 11 -12 13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24
leaf_value=0.0013055985072860448 -0.0051163071898205304 -0.00097939599837320256 -0.0028349351270307186 -0.003937955500533317 -0.0028845691903222614 0.0052554512999932494 0.0031387608275884474 0.00044589148126841327 -0.0048766841663516079 0.0026304116999118633 0.0010417255558508648 -0.0013400674476093315 -0.0014265396805105011 2.2178488673054201e-05 -0.0015419931966065721 0.0029443316454078666 -0.001186638116729541 0.00093781196128689252 -0.0024987195156598871 0.0045423258567286514 0.00056095895823536775 -0.0029107707756600102 0.0010451462678023756
leaf_weight=88 47 54 55 69 56 48 68 201 50 130 46 252 55 1779 47 50 53 46 52 59 338 47 46
leaf_count=88 47 54 55 69 56 48 68 201 50 130 46 252 55 1779 47 50 53 46 52 59 338 47 46
internal_value=0 -0.00166855 2.68118e-05 -0.000143428 0.000487303 0.00181156 0.00046094 0.000202865 -4.04314e-05 -0.000128502 -0.00187684 -1.53109e-05 0.00141987 -0.000146442 -0.00326935 0.00104302 0.000362994 0.000436667 -0.000877301 0.000637578 0.00115471 -0.00018695 -3.99202e-05
internal_weight=0 147 3589 2619 970 171 123 799 2550 2359 143 2216 185 2031 97 191 141 743 98 645 397 248 100
internal_count=3736 147 3589 2619 970 171 123 799 2550 2359 143 2216 185 2031 97 191 141 743 98 645 397 248 100
is_linear=0
shrinkage=0.0995203


Tree=3198
num_leaves=15
num_cat=0
split_feature=18 1 29 9 9 9 8 8 9 6 2 11 12 5
split_gain=0.0332363 0.0720647 0.0264443 0.0192728 0.0827262 0.0330173 0.0446656 0.0867891 0.0444448 0.0260128 0.0577758 0.0208492 0.0264315 0.0229235
threshold=0.15891500000000006 -0.080500000000000002 -0.11266 0.092605000000000021 0.09202500000000001 0.094435000000000033 -0.052214999999999998 -0.076194999999999999 0.09518500000000002 0.12638500000000005 -0.058894999999999996 -0.11166 -0.011224999999999999 -0.011964999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 11 6 7 -5 -7 10 -10 -4 -13 -14
right_child=1 -3 3 5 -6 8 -8 -9 9 -11 -12 12 13 -15
leaf_value=0.0023693179427851617 0.0009625944436282872 -0.0034665176376028652 0.0016037576710587946 0.0027860463386171126 -0.0035460492765294967 -0.0025974962757147084 0.0040336599658740242 -0.0027054207411064844 0.00052309369602638516 0.0022453878698587715 -0.0021122076355870431 -0.0024403528241097056 0.00021284664208460859 -0.00040451434988301023
leaf_weight=47 65 82 73 70 69 56 53 48 546 63 97 47 1362 1058
leaf_count=47 65 82 73 70 69 56 53 48 546 63 97 47 1362 1058
internal_value=0 -0.0015025 2.41435e-05 -6.74436e-06 -0.000145795 0.000381213 0.00163127 0.000545292 9.96141e-05 0.000314709 0.000124271 -5.31034e-05 -0.000102463 -5.67192e-05
internal_weight=0 147 3589 3542 2609 933 171 118 762 706 643 2540 2467 2420
internal_count=3736 147 3589 3542 2609 933 171 118 762 706 643 2540 2467 2420
is_linear=0
shrinkage=0.0995203


Tree=3199
num_leaves=9
num_cat=0
split_feature=21 0 0 29 5 0 38 1
split_gain=0.032373 0.0259591 0.0301995 0.0190782 0.0149146 0.0212956 0.0125888 0.0124037
threshold=0.16638500000000003 -0.23099 -0.26289499999999993 -0.11156000000000001 0.62931500000000018 -0.20796499999999998 -0.082614999999999994 -0.17548999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7 -8
right_child=-2 3 -4 4 -6 6 7 -9
leaf_value=0.00027600840748002114 -0.0023448435655602268 0.0020205756402501317 -0.0031446813747382286 0.0017219459121600488 0.0013575179892256677 0.0014216580915311062 -0.00070590819374206275 -1.111712401568848e-05
leaf_weight=47 59 48 55 69 81 57 278 3042
leaf_count=47 59 48 55 69 81 57 278 3042
internal_value=0 4.77789e-06 -0.00156046 4.96653e-05 2.26105e-05 -8.52967e-06 -4.41298e-05 -6.9542e-05
internal_weight=0 3677 102 3575 3527 3446 3377 3320
internal_count=3736 3677 102 3575 3527 3446 3377 3320
is_linear=0
shrinkage=0.0995203


Tree=3200
num_leaves=25
num_cat=0
split_feature=17 4 4 21 5 6 18 17 17 8 17 17 26 6 17 26 17 9 30 3 30 29 26 0
split_gain=0.0111124 0.0401203 0.0872614 0.0338689 0.0448944 0.0390916 0.0370217 0.0439202 0.0510703 0.0208405 0.0190806 0.0526699 0.0507156 0.112536 0.0963336 0.0887123 0.055842 0.0332609 0.0231816 0.0220504 0.0207591 0.04187 0.0218986 0.0170982
threshold=-0.17385999999999999 0.10739000000000003 0.10252500000000002 0.095695000000000016 0.40898000000000007 -0.065394999999999995 -0.0065549999999999992 -0.45791500000000002 -0.53896499999999992 -0.049499999999999995 -0.040589999999999994 -0.030214999999999999 0.09032500000000003 0.090600000000000028 -0.065004999999999993 0.088245000000000032 -0.069010000000000002 0.087765000000000024 0.098380000000000009 0.090595000000000023 0.082765000000000019 -0.066419999999999993 -0.15866 -0.066264999999999991
decision_type=2 2 2 2 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 -6 7 8 -1 -7 12 -12 14 19 15 16 17 -2 20 -14 21 -13 -23 -20
right_child=10 -3 -4 4 5 9 -8 -9 -10 -11 11 18 13 -15 -16 -17 -18 -19 23 -21 -22 22 -24 -25
leaf_value=0.0012270565063779374 -0.00096080092838743425 0.0029769342767428934 -0.0037961602653372646 -0.0023555430222252402 0.002110095759303523 -0.0023374867406857902 0.0029300444355586596 0.0025277281862797121 -0.0024200165809568856 0.00049566876175676975 0.00259071158562763 -0.0027892262598004469 -0.00130079396696131 -0.005180263355817386 0.0034603317692853122 0.0027778692517197146 -0.0042342061970080374 0.00122299710895104 -0.002716386997550699 0.0017028411845192947 0.0016132566945538129 0.001826864462693223 7.4999840036670569e-06 -7.5193798892124393e-05
leaf_weight=83 430 54 51 77 83 47 88 73 70 56 80 52 51 67 68 73 46 82 53 46 82 68 1827 46
leaf_count=83 430 54 51 77 83 47 88 73 70 56 80 52 51 67 68 73 46 82 53 46 82 68 1827 46
internal_value=0 0.000373077 0.000147874 0.0004979 -0.000332794 0.00050018 0.00119628 0.000517561 -0.000436189 -0.000789183 -7.09832e-05 8.3789e-05 -0.000467919 -0.00204322 -9.71498e-05 -0.000481821 -0.000909735 -0.000609453 -1.00716e-05 0.000115171 6.20972e-05 -2.81115e-06 7.32179e-05 -0.00149744
internal_weight=0 682 628 577 263 186 314 226 153 103 3071 2208 863 164 699 631 558 512 2128 97 2029 1947 1895 99
internal_count=3753 682 628 577 263 186 314 226 153 103 3071 2208 863 164 699 631 558 512 2128 97 2029 1947 1895 99
is_linear=0
shrinkage=0.0995203


Tree=3201
num_leaves=20
num_cat=0
split_feature=22 8 6 7 20 5 6 20 6 18 19 19 19 19 0 20 5 0 0
split_gain=0.0107413 0.0115729 0.0265616 0.0664948 0.0662981 0.0398563 0.0569359 0.0366848 0.111822 0.0420385 0.0316471 0.0208172 0.041913 0.0395645 0.0305074 0.0550099 0.0253108 0.0213925 0.0358067
threshold=0.13292500000000004 -0.0077949999999999998 -0.096164999999999987 1.0000000180025095e-35 0.084680000000000019 -0.095169999999999991 -0.023004999999999998 -0.095634999999999998 -0.083069999999999991 -0.073454999999999993 0.078495000000000023 0.10876500000000001 0.097115000000000021 0.08487500000000002 -0.083589999999999984 -0.063689999999999983 0.0053250000000000016 -0.16423499999999999 -0.14824999999999997
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 -3 6 -4 9 -9 -7 -10 12 13 17 15 -13 -16 -1 -19
right_child=-2 2 5 -5 -6 7 -8 8 10 -11 -12 14 -14 -15 16 -17 -18 18 -20
leaf_value=-0.001925206668909612 0.0015037564274307997 -0.0040416112015250923 0.003590531090505996 0.0019552380547298953 -4.0894986435422373e-06 -0.00039140271222771133 -0.00077896018893578898 -0.0052027493217416589 0.00013811571737009729 0.0034008688046936199 -0.0022626915222659755 -6.2968938151361539e-05 -0.0025646105688458894 0.0026676151388251345 -0.0017066384221042865 0.0043741614647137238 0.0014460194186122152 0.0025243152683070264 0
leaf_weight=55 47 91 66 48 73 68 53 50 359 50 64 54 61 57 53 56 48 57 2343
leaf_count=55 47 91 66 48 73 68 53 50 359 50 64 54 61 57 53 56 48 57 2343
internal_value=0 -1.01486e-05 -0.000315944 -0.00129356 -0.00224941 -2.28846e-05 0.00163758 -0.00035861 -0.000751303 0.00120856 -0.000223192 9.08301e-05 1.25772e-05 7.54861e-05 0.00104119 0.00218849 -0.00020024 1.49688e-05 5.97722e-05
internal_weight=0 3706 922 212 164 710 119 591 473 118 423 2784 2573 2512 211 110 101 2455 2400
internal_count=3753 3706 922 212 164 710 119 591 473 118 423 2784 2573 2512 211 110 101 2455 2400
is_linear=0
shrinkage=0.0995203


Tree=3202
num_leaves=14
num_cat=0
split_feature=36 9 7 36 1 0 3 3 5 0 3 3 26
split_gain=0.00994812 0.0176854 0.0148374 0.0141743 0.0131927 0.0370526 0.0199651 0.0341347 0.0553439 0.0428136 0.0247241 0.0368673 0.0315204
threshold=0.088355000000000031 -0.25326499999999996 -0.074779999999999999 0.093685000000000018 0.50462500000000021 -0.066264999999999991 0.11125500000000002 0.10850000000000003 0.00093000000000000016 -0.22163999999999998 0.12015500000000003 0.12274500000000002 0.090625000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 6 -6 7 9 -9 -4 12 -12 -8
right_child=3 2 4 -5 5 -7 10 8 -10 -11 11 -13 -14
leaf_value=-0.0015966211053425221 0.0022185263203845004 0.0015018251498589061 -0.0020492341143024599 -0.00018571127934183604 -0.0026299887079863642 0.00098558225609276183 0.0021773751635860237 0.00040805176682620143 -0.0043327910281879102 4.9426807724995244e-05 -0.0025957395975294288 0.00037192782496558481 5.7317699500705799e-05
leaf_weight=69 48 65 100 48 65 49 154 49 48 2578 48 304 128
leaf_count=69 48 65 100 48 65 49 154 49 48 2578 48 304 128
internal_value=0 -1.835e-05 1.17732e-05 0.00100788 -1.54862e-05 -0.00106875 1.94957e-05 -9.53738e-05 -0.00192949 -2.86343e-05 0.000523567 -3.04288e-05 0.00121798
internal_weight=0 3657 3588 96 3523 114 3409 2775 97 2678 634 352 282
internal_count=3753 3657 3588 96 3523 114 3409 2775 97 2678 634 352 282
is_linear=0
shrinkage=0.0995203


Tree=3203
num_leaves=11
num_cat=0
split_feature=27 27 30 3 17 0 20 3 20 17
split_gain=0.0101705 0.0218402 0.0221592 0.0135101 0.0492405 0.0314475 0.0386098 0.0290779 0.0358934 0.0299867
threshold=-0.14624499999999999 -0.032854999999999995 0.11290000000000001 0.11125500000000002 -0.54441499999999998 -0.014889999999999999 -0.083404999999999993 0.10850000000000003 -0.23803499999999997 -0.56655999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 6 -6 8 -3 -10
right_child=1 2 -4 4 5 -7 -8 -9 9 -11
leaf_value=-0.0014634602082438041 0.0021570897397724547 0.0026921227736079684 -0.0016723753727152725 0.0034667375613182676 -0.0013953796510250574 -0.0015782238920650027 0.00081500799197056512 -0.0018331438360857707 -0.0021991409186408761 -2.0979319134859982e-06
leaf_weight=46 47 48 77 49 93 86 488 89 63 2667
leaf_count=46 47 48 77 49 93 86 488 89 63 2667
internal_value=0 2.54065e-05 -1.74392e-06 3.39301e-05 0.000420779 0.000195786 0.000459785 -6.23954e-05 -5.37046e-06 -5.30988e-05
internal_weight=0 3707 3660 3583 716 667 581 2867 2778 2730
internal_count=3753 3707 3660 3583 716 667 581 2867 2778 2730
is_linear=0
shrinkage=0.0995203


Tree=3204
num_leaves=16
num_cat=0
split_feature=10 10 6 1 1 17 20 6 6 6 0 6 17 17 4
split_gain=0.0377427 0.0243552 0.0238768 0.0335044 0.0558425 0.0346649 0.0271043 0.0169854 0.0626858 0.0357219 0.0291288 0.0464209 0.020793 0.0334211 0.0267274
threshold=0.096215000000000023 0.088630000000000028 0.11413500000000003 -0.049499999999999995 -0.081594999999999987 0.4039100000000001 -0.25378999999999996 -0.099455000000000002 -0.104035 -0.095814999999999997 -0.23032 -0.093749999999999986 -0.049834999999999997 -0.088160000000000002 0.13364000000000004
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 8 12 -9 -11 -12 13 -1 -14
right_child=-2 -3 3 6 5 -7 -8 9 -10 10 11 -13 14 -15 -16
leaf_value=-0.00065472154752851117 0.0026755684267256285 -0.0022158381908609697 0.0008123416458998854 -0.0011787217634600436 -0.0048860819067540005 -0.0013580894071342049 0.0019144324317384087 0.0025174617016991176 -0.0037814715059546543 -0.0018517688294743366 0.002971804614412338 7.4170076931437732e-05 -0.00089373919221091933 0.0028865651131276906 0.00072702947438295633
leaf_weight=52 50 52 53 55 55 57 57 61 51 75 56 2525 344 53 142
leaf_count=52 50 52 53 55 55 57 57 61 51 75 56 2525 344 53 142
internal_value=0 -7.69414e-05 -4.6127e-05 -0.000934291 -0.00183692 -0.0030979 0.000388164 2.68718e-05 -0.00043321 0.000135886 8.08802e-05 0.000137357 -0.000142888 0.00112499 -0.000418497
internal_weight=0 3688 3636 277 165 112 112 3359 642 2717 2656 2581 591 105 486
internal_count=3738 3688 3636 277 165 112 112 3359 642 2717 2656 2581 591 105 486
is_linear=0
shrinkage=0.0995203


Tree=3205
num_leaves=16
num_cat=0
split_feature=22 17 1 19 6 6 6 8 30 3 17 17 17 3 0
split_gain=0.0387007 0.0237778 0.0635711 0.016682 0.0146936 0.049538 0.0473876 0.0283238 0.0342054 0.0329348 0.0220556 0.0760279 0.0327565 0.0306777 0.0284935
threshold=0.13240000000000005 0.51326500000000019 -0.050379999999999994 0.11854500000000003 -0.097455 -0.104035 -0.093749999999999986 0.10528000000000003 0.10801000000000002 0.11523000000000001 0.026115000000000006 0.055875000000000015 0.0053950000000000014 0.094970000000000013 0.042275000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 -6 8 9 -1 12 -12 14 -13 -8
right_child=-2 2 3 -5 6 -7 10 -9 -10 -11 11 13 -14 -15 -16
leaf_value=0.00036549652860939393 0.0027713084799461086 -0.0042883464994610404 0.0013735575908954568 -0.0011242743889456185 0.0024369150723211799 -0.0028487184115437701 6.2386029903428063e-05 -0.0022677222936796321 0.0026795071528624634 -0.0013975281958723293 0.0037795125690894965 -0.00045796333789931213 -0.0021858242914732334 0.0010329661751767747 -0.0011099726628446733
leaf_weight=354 48 48 51 55 82 75 1841 56 46 149 64 330 75 233 231
leaf_count=354 48 48 51 55 82 75 1841 56 46 149 64 330 75 233 231
internal_value=0 -7.26499e-05 -0.00128328 6.97899e-05 -1.96932e-05 -0.00043564 7.90551e-05 -0.000135145 8.08952e-05 -0.000155124 9.06115e-06 0.000528616 -0.000142286 0.00015761 -6.79211e-05
internal_weight=0 3690 154 106 3536 680 2856 605 549 503 2774 627 2147 563 2072
internal_count=3738 3690 154 106 3536 680 2856 605 549 503 2774 627 2147 563 2072
is_linear=0
shrinkage=0.0995203


Tree=3206
num_leaves=12
num_cat=0
split_feature=10 10 17 4 17 6 18 3 18 23 17
split_gain=0.0332435 0.0302334 0.0201818 0.0269227 0.0262467 0.0188814 0.026911 0.0481199 0.0463646 0.014465 0.0172969
threshold=0.091445000000000026 0.086165000000000019 -0.55286000000000002 0.08167000000000002 -0.54604999999999992 0.11413500000000003 -0.057764999999999997 0.10850000000000003 -0.074709999999999985 1.0000000180025095e-35 0.6218950000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 9 8 -8 -7 10 -6
right_child=-2 -3 4 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.00016020267988166892 0.0020850458849087537 -0.0019637329706262345 -0.0024070601105631549 0.0030978160532019886 9.0971777880958141e-05 -0.00029441675519663692 0.002343577193581952 -0.0013000866128036722 -0.0043990106022604933 -0.0014397927312703169 -0.001738977456398304
leaf_weight=53 72 82 47 47 3051 66 56 100 47 65 52
leaf_count=53 72 82 47 47 3051 66 56 100 47 65 52
internal_value=0 -7.41238e-05 -3.06622e-05 0.00136288 -7.08955e-05 -3.87109e-05 -0.000839301 2.64798e-06 -0.00200888 2.90101e-05 6.00417e-05
internal_weight=0 3666 3584 100 3484 3437 269 156 113 3168 3103
internal_count=3738 3666 3584 100 3484 3437 269 156 113 3168 3103
is_linear=0
shrinkage=0.0995203


Tree=3207
num_leaves=10
num_cat=0
split_feature=22 6 11 27 9 11 3 18 3
split_gain=0.0316196 0.0133986 0.0138024 0.0382349 0.020274 0.0294296 0.0137234 0.104452 0.063409
threshold=0.13240000000000005 0.23663500000000004 -0.11166 0.094335000000000016 0.15091000000000004 -0.08577499999999999 0.083955000000000016 -0.020389999999999998 0.084235000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 -7 -8
right_child=-2 -3 4 -5 -6 6 8 -9 -10
leaf_value=0.0027979864638801089 0.0025082531622434459 -0.0016337220589145354 -0.0026038708962824865 -0.0010122211575520046 0.001839827916734948 0.003849848540382346 -0.0035775930126638426 -0.00047357084936554148 -7.253020207009545e-05
leaf_weight=58 48 53 46 47 54 73 52 228 3079
leaf_count=58 48 53 46 47 54 73 52 228 3079
internal_value=0 -6.23939e-05 -3.92707e-05 0.00108467 -7.29152e-05 -0.000102848 -6.90878e-05 0.000572247 -0.000131004
internal_weight=0 3690 3637 105 3532 3478 3432 301 3131
internal_count=3738 3690 3637 105 3532 3478 3432 301 3131
is_linear=0
shrinkage=0.0995203


Tree=3208
num_leaves=18
num_cat=0
split_feature=10 21 17 21 3 8 8 8 26 26 9 26 26 1 1 5 5
split_gain=0.0357715 0.0292626 0.0285181 0.0403264 0.0394019 0.0306303 0.0763523 0.0359479 0.0266673 0.0471587 0.075765 0.0463389 0.0565192 0.035689 0.147112 0.0538125 0.021028
threshold=0.093790000000000026 0.16638500000000003 -0.42946499999999999 0.11729000000000002 0.11741000000000003 -0.078844999999999985 -0.00076499999999999995 -0.087374999999999994 0.091025000000000023 0.089795000000000028 0.088610000000000008 0.089150000000000021 0.088775000000000021 -0.083284999999999984 -0.080689999999999998 -0.0060949999999999997 0.054660000000000007
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 7 -7 -1 9 11 -11 12 -4 15 -15 -10 -16
right_child=-2 -3 8 -5 -6 6 -8 -9 13 10 -12 -13 -14 14 16 -17 -18
leaf_value=0.0015335751502885031 -0.0024270814317335558 -0.0022713308235117113 -0.00020311978566889746 0.0025907733340201494 -0.0021055447604539459 0.0046433318338503105 0.00023988769127413387 -0.002030289115845203 -0.0026100926935839421 -0.0049300841224432842 0.00025714054064841324 0.0021327752450896477 -0.003303577421863851 0.0049495851597118846 0.00039894811880068906 0.00089999373880305625 -0.0012721165410244414
leaf_weight=47 64 58 2036 91 59 54 142 69 91 55 56 81 60 71 556 82 86
leaf_count=47 64 58 2036 91 59 54 142 69 91 55 56 81 60 71 556 82 86
internal_value=0 -5.34452e-05 -1.78412e-05 0.000712433 0.000249501 0.000697471 0.00145726 -0.000579252 -0.000124396 -0.000304094 -0.00230573 -0.000201659 -0.000292264 0.00033873 0.000650538 -0.000941621 0.000173823
internal_weight=0 3694 3636 462 371 312 196 116 3174 2288 111 2177 2096 886 713 173 642
internal_count=3758 3694 3636 462 371 312 196 116 3174 2288 111 2177 2096 886 713 173 642
is_linear=0
shrinkage=0.0995203


Tree=3209
num_leaves=18
num_cat=0
split_feature=6 27 27 3 26 26 26 6 20 20 20 21 21 9 2 2 2
split_gain=0.0434808 0.0346695 0.03517 0.0150807 0.0355223 0.0509978 0.0357121 0.0638626 0.0198392 0.052104 0.0517684 0.046779 0.124954 0.042614 0.0217105 0.0738839 0.0598966
threshold=0.21988000000000005 0.10360500000000002 0.11510000000000002 0.085545000000000024 0.089150000000000021 0.087825000000000028 0.08709500000000002 0.087765000000000024 -0.083495 -0.085594999999999991 -0.082419999999999993 0.088590000000000016 -0.015724999999999999 0.089025000000000021 -0.082830000000000001 -0.083534999999999984 -0.081604999999999997
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 6 7 -1 9 11 -10 12 -5 -13 15 -12 -16
right_child=-2 2 -4 8 -6 -7 -8 -9 10 -11 14 13 -14 -15 16 -17 -18
leaf_value=-0.00023387540260228631 -0.0025420099509678939 -0.0032676704525117133 0.00019062595055574917 -0.00075634508467908033 0.0015895639765986693 -0.0036658406168299401 0.0020790875271190696 -0.0037141489079108403 0.0032473577648679821 -0.0027288648743152809 0.00026913130982191778 -0.0031034687403439665 0.0045709658408695335 0.00029347785329584706 -0.0018222947772388596 0.0036343199076822727 0.00016488758001982146
leaf_weight=461 70 65 52 128 79 51 53 59 55 84 570 69 66 77 166 73 1580
leaf_count=461 70 65 52 128 79 51 53 59 55 84 570 69 66 77 166 73 1580
internal_value=0 -3.78387e-05 -0.00172365 1.7166e-05 -0.00039565 -0.000648296 -0.000378289 -0.000630327 0.00011864 -0.000509186 0.000227894 3.67984e-05 0.00105182 -0.00130632 0.000158037 0.000652456 -2.35739e-05
internal_weight=0 3688 117 3571 703 624 573 520 2868 424 2444 340 194 146 2389 643 1746
internal_count=3758 3688 117 3571 703 624 573 520 2868 424 2444 340 194 146 2389 643 1746
is_linear=0
shrinkage=0.0995203


Tree=3210
num_leaves=16
num_cat=0
split_feature=6 10 17 6 6 20 5 2 0 17 6 6 6 6 2
split_gain=0.0352572 0.0328505 0.021647 0.0301216 0.0452959 0.0288873 0.0343402 0.028206 0.0371479 0.0255106 0.0275171 0.100206 0.0294407 0.0651847 0.0135813
threshold=0.21988000000000005 0.093790000000000026 -0.42946499999999999 -0.067359999999999989 -0.047249999999999993 -0.080674999999999997 0.40898000000000007 -0.08569499999999998 -0.08076499999999999 -0.35269999999999996 0.085845000000000019 0.085120000000000015 0.087075000000000027 0.087575000000000028 -0.080974999999999991
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 -7 8 -6 -4 11 14 -12 -14 -11
right_child=-2 -3 9 4 7 6 -8 -9 -10 10 12 -13 13 -15 -16
leaf_value=-0.0022901809780523563 -0.0022890285324019665 -0.0023055161739499227 -0.002040610863837629 0.0033620646959270787 0.0033858815710949724 -0.0015083793479117537 0.0020796567093927434 -0.0011353269791407542 0.00018988025204358703 0.0001845094567152133 0.0020681474674990761 -0.0044186567805467487 -0.0032678050125853576 0.00038338359322923277 -0.00035604785053276695
leaf_weight=56 70 62 65 74 54 47 60 70 110 747 91 56 51 951 1194
leaf_count=56 70 62 65 74 54 47 60 70 110 747 91 56 51 951 1194
internal_value=0 -3.40288e-05 4.58497e-06 0.00063414 0.00121384 -0.000456225 0.000495953 0.00053099 0.00124721 -8.91399e-05 -4.78245e-05 -0.00026777 0.000353286 0.000196728 -0.000147591
internal_weight=0 3688 3626 471 308 163 107 234 164 3155 3090 1997 1093 1002 1941
internal_count=3758 3688 3626 471 308 163 107 234 164 3155 3090 1997 1093 1002 1941
is_linear=0
shrinkage=0.0995203


Tree=3211
num_leaves=15
num_cat=0
split_feature=22 20 17 5 3 18 0 20 5 20 0 3 0 3
split_gain=0.0272136 0.0252588 0.040138 0.0196203 0.048762 0.0259959 0.0242618 0.0304545 0.0510486 0.0238177 0.0243413 0.0495568 0.0281193 0.0183301
threshold=0.13160500000000006 -0.23598 -0.015464999999999998 0.27139000000000008 0.10457000000000002 -0.15202999999999997 -0.068604999999999985 -0.077945 0.51775000000000015 -0.15398499999999998 0.019150000000000004 0.08666500000000002 -0.036664999999999996 0.094285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 13 -3 -6 -8 -9 -7 12 -12 -11 -5
right_child=-2 3 -4 4 6 9 7 8 -10 10 11 -13 -14 -15
leaf_value=-0.003551513865735339 -0.0022268974961432079 -0.0020449215555757377 0.00042379380142143166 0.0013522360475903652 0.0018120621471005378 0.0021656538863621243 -0.0023904067466582225 0.0022952755130576301 -0.0011949085395182198 -5.1341602370016675e-05 -0.0034971825998802246 -3.4786096494169943e-05 0.0017755450366049397 0.0039369269738557255
leaf_weight=51 57 65 49 70 57 48 61 69 104 2808 61 126 86 46
leaf_count=51 57 65 49 70 57 48 61 69 104 2808 61 126 86 46
internal_value=0 -3.52233e-05 -0.00159543 7.87641e-06 0.000658846 -7.4818e-05 -2.61343e-05 -0.000477399 0.000192398 -3.36306e-05 -6.81598e-05 -0.00116861 2.66452e-06 0.00238426
internal_weight=0 3701 100 3601 407 3194 291 234 173 3129 3081 187 2894 116
internal_count=3758 3701 100 3601 407 3194 291 234 173 3129 3081 187 2894 116
is_linear=0
shrinkage=0.0995203


Tree=3212
num_leaves=18
num_cat=0
split_feature=8 6 21 20 8 8 21 9 20 21 21 8 11 7 20 8 2
split_gain=0.0313869 0.0571165 0.0381903 0.0628279 0.0935753 0.0933284 0.0449461 0.0408468 0.0373892 0.0339617 0.0402745 0.0729857 0.0325534 0.0511844 0.0258214 0.0178978 0.0105542
threshold=0.11446000000000002 -0.09007999999999998 0.10683000000000002 -0.057024999999999999 -0.068099999999999994 1.0000000180025095e-35 0.10403500000000003 0.10125500000000003 -0.077649999999999983 0.10198500000000002 0.096505000000000021 -0.064619999999999997 -0.15511999999999998 -0.074334999999999998 0.0074100000000000017 0.24095500000000006 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 6 4 8 -6 9 14 -4 10 12 -12 -1 -14 -5 -3 -16
right_child=1 15 3 7 5 -7 -8 -9 -10 -11 11 -13 13 -15 16 -17 -18
leaf_value=0.0022559834416859288 0.0041508005261119774 0.001438037327146404 0.00084899770988995128 -0.0021103489379866399 -0.0075572305770072214 -0.001320713284226049 0.0027325658006984873 0.0024451191341693978 -0.002684093430173588 -0.0026593445295430037 -0.00036627560455990669 0.0047712439364187981 -0.0033443179936577978 -0.00013067446672416954 0.0011657620707999506 -0.0010220253090633467 -0.00081199310127864639
leaf_weight=55 47 52 80 71 50 46 56 56 47 51 65 47 50 2780 63 67 46
leaf_count=55 47 52 80 71 50 46 56 56 47 51 65 47 50 2780 63 67 46
internal_value=0 0.00121319 -0.000186325 -0.00103373 -0.00223169 -0.00457743 -6.07519e-05 9.47654e-05 -0.000452079 -0.000112341 -6.87258e-05 0.00178234 -0.000140871 -0.000187742 -0.000631908 4.6081e-05 0.000323603
internal_weight=0 166 3563 459 223 96 3104 236 127 3048 2997 112 2885 2830 180 119 109
internal_count=3729 166 3563 459 223 96 3104 236 127 3048 2997 112 2885 2830 180 119 109
is_linear=0
shrinkage=0.0995203


Tree=3213
num_leaves=17
num_cat=0
split_feature=8 6 21 20 21 27 3 3 3 8 0 9 3 3 0 1
split_gain=0.0254542 0.046313 0.0309769 0.0568227 0.0364468 0.0283817 0.0268602 0.0929911 0.0744764 0.0435069 0.0291082 0.0236872 0.0312481 0.0389684 0.0312944 0.0226103
threshold=0.11446000000000002 -0.09007999999999998 0.10683000000000002 -0.092114999999999989 0.10403500000000003 -0.059829999999999994 0.11578500000000001 0.10325000000000002 0.12168500000000003 -0.070649999999999991 -0.065939999999999985 -0.25326499999999996 0.12870500000000004 0.12131500000000002 -0.066264999999999991 -0.047889999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 7 9 -8 -5 -10 -7 13 -13 -14 -3
right_child=1 15 3 6 -6 11 8 -9 10 -11 -12 12 14 -15 -16 -17
leaf_value=-0.0024295960486838243 0.003737711987239043 0.0015272399222477143 -0.0039037297674212523 0.00039945992662033429 0.0024606204026391713 -0.0018706074519926927 -0.0045904312373249226 0.0026602316157544304 0.001841806386930775 -0.0033060850626291109 -0.001224432054391262 -4.3031949175490723e-05 1.4412220722157943e-05 -0.0028201769232096764 0.0028762198216020474 -0.0012237992176028162
leaf_weight=51 47 55 56 60 56 70 52 91 47 65 88 2723 81 51 72 64
leaf_count=51 47 55 56 60 56 70 52 91 47 65 88 2723 81 51 72 64
internal_value=0 0.00109246 -0.000167827 -0.000931032 -5.47059e-05 -0.000101188 -0.00051592 0.00023682 -0.00138977 -0.00152087 -0.000150863 -6.12921e-05 -1.77421e-05 -9.43849e-05 0.0013665 4.08104e-05
internal_weight=0 166 3563 459 3104 3048 403 216 187 125 135 2997 2927 2774 153 119
internal_count=3729 166 3563 459 3104 3048 403 216 187 125 135 2997 2927 2774 153 119
is_linear=0
shrinkage=0.0995203


Tree=3214
num_leaves=25
num_cat=0
split_feature=24 17 3 5 1 18 2 1 5 20 5 17 17 2 18 18 17 1 1 1 26 1 0 3
split_gain=0.0247088 0.0221211 0.0498898 0.0592529 0.0477574 0.0666287 0.084787 0.037341 0.0599197 0.0389254 0.0236776 0.0511002 0.0335437 0.0328927 0.0482728 0.0775969 0.0482761 0.0231589 0.0162861 0.0377024 0.0321451 0.0292771 0.0560837 0.0332513
threshold=0.10415500000000003 0.12439000000000001 0.12461000000000003 -0.039649999999999998 -0.078954999999999984 -0.064960000000000004 -0.074084999999999998 -0.050379999999999994 -0.082179999999999989 -0.079154999999999989 0.0016150000000000003 -0.040099999999999997 0.11012500000000003 0.10274500000000002 1.0000000180025095e-35 0.089020000000000016 -0.093784999999999993 -0.40145499999999995 0.26753500000000008 0.15756500000000004 0.097910000000000011 0.42491000000000007 -0.093765000000000001 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 2 2 2
left_child=1 10 3 7 -5 6 -6 -3 9 -9 12 13 18 14 16 -16 -12 -13 19 20 -1 23 -23 -20
right_child=-2 2 -4 4 5 -7 -8 8 -10 -11 11 17 -14 -15 15 -17 -18 -19 21 -21 -22 22 -24 -25
leaf_value=0.00032977635900030864 -0.0023932118364144725 -0.0028178870737635832 0.0035664809367674066 0.0041549735482661011 -0.0005101850112118275 -0.0019725992149785209 0.0051949543012153807 0.00073582970133521887 0.0023920164113379514 -0.0022111459216441051 -0.00077732923290847647 -0.0012064369069235041 -0.0024341390888160332 -0.0021443453732542033 0.0047648151533136356 -8.0015567625896006e-05 0.0021127258845985617 -0.0043958588903060692 -0.00055366155271424644 0.0027947545946912442 -0.00081124568589744793 0.0027644197939270779 -0.00093055664703445143 -0.0036099078373136194
leaf_weight=1338 46 63 48 51 54 60 49 73 69 112 615 46 54 91 48 102 63 46 117 54 299 62 118 51
leaf_count=1338 46 63 48 51 54 60 49 73 69 112 615 46 54 91 48 102 63 46 117 54 299 62 118 51
internal_value=0 -7.15492e-05 0.0004928 0.000213412 0.00149408 0.000656501 0.00219596 -0.000648555 -0.000107269 -0.00104386 -0.000177083 -0.000572586 1.35691e-05 -0.000347706 -0.00014926 0.00146487 -0.000507577 -0.00281005 7.87947e-05 0.000206739 0.000120867 -0.000540558 0.00033761 -0.00148632
internal_weight=0 3683 579 531 214 163 103 317 254 185 3104 1011 2093 919 828 150 678 92 2039 1691 1637 348 180 168
internal_count=3729 3683 579 531 214 163 103 317 254 185 3104 1011 2093 919 828 150 678 92 2039 1691 1637 348 180 168
is_linear=0
shrinkage=0.0995203


Tree=3215
num_leaves=24
num_cat=0
split_feature=8 6 8 8 17 8 8 2 6 6 26 20 26 8 0 0 5 0 26 1 5 18 1
split_gain=0.0197132 0.0375473 0.0229242 0.0336569 0.111183 0.193147 0.186638 0.0787954 0.0414093 0.0449625 0.0330639 0.0714462 0.0486384 0.0294041 0.03232 0.0563049 0.0551994 0.0502566 0.0293492 0.0271729 0.0232455 0.0342414 0.0185057
threshold=0.11446000000000002 -0.09007999999999998 -0.070134999999999989 -0.046889999999999994 -0.040589999999999994 -0.057284999999999996 -0.062834999999999988 -0.076524999999999996 0.15834000000000004 -0.40707999999999994 -0.025024999999999999 -0.083330000000000001 -0.076124999999999998 -0.071594999999999992 -0.066735000000000003 -0.075179999999999983 0.25642500000000007 -0.072274999999999992 -0.063069999999999987 -0.08616 0.26411500000000004 -0.10212999999999998 -0.047889999999999995
decision_type=2 2 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 4 6 7 -4 -6 9 -5 12 -12 -11 14 15 20 18 -17 -16 -20 21 -1 -3
right_child=1 22 3 8 5 -7 -8 -9 -10 10 11 -13 -14 -15 16 17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0021834308336132558 0.0033507198421171623 0.0013668886950458699 -8.4661368277996255e-05 -0.0025447081481216501 -0.0054704261088052292 0.0045422538603927289 -0.0087643265552857647 -0.00031217470456091414 -0.0030860095302666381 -0.00011162654402234272 0.0035361511699503142 0.00015148202044831452 -0.0034144816137770028 0.0024358743226104286 0.0018723955033055541 0.0045508614797018692 -0.0038670836263251045 0.00059439527200519122 0.00050826933582806804 -0.0023162374402966759 -0.002134147774093592 -4.6178980448410655e-05 -0.0011220748642343345
leaf_weight=71 47 55 53 67 47 62 46 79 47 227 70 531 55 50 47 51 55 86 62 73 50 1734 64
leaf_count=71 47 55 53 67 47 62 46 79 47 227 70 531 55 50 47 51 55 86 62 73 50 1734 64
internal_value=0 0.000968976 -0.000140094 -0.000476464 -0.00142661 -8.093e-07 -0.00412591 -0.00224278 -0.000202131 -5.85934e-05 0.00012912 0.000547065 -0.000758704 4.90595e-05 -4.1133e-06 0.000126232 -0.00110313 0.00207322 -0.000263367 -0.00101299 -1.71203e-05 4.10696e-05 2.14073e-05
internal_weight=0 166 3563 1284 287 188 99 126 997 950 883 601 282 2279 2229 1992 237 137 182 135 1855 1805 119
internal_count=3729 166 3563 1284 287 188 99 126 997 950 883 601 282 2279 2229 1992 237 137 182 135 1855 1805 119
is_linear=0
shrinkage=0.0995203


Tree=3216
num_leaves=12
num_cat=0
split_feature=20 17 4 1 1 26 26 5 18 26 20
split_gain=0.031647 0.0310448 0.0295043 0.0231247 0.0684811 0.0261763 0.0377675 0.0330619 0.0176039 0.0316613 0.0170712
threshold=-0.40431 -0.57205499999999987 0.15730000000000002 -0.082344999999999988 -0.083684999999999996 0.091275000000000023 0.095245000000000024 -0.011514999999999999 0.19545000000000004 -0.2382 -0.081945000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 -3 9 -5 -11
right_child=1 2 -4 8 -6 6 -8 -9 -10 10 -12
leaf_value=-0.0025146238725958039 -0.0025032535417708023 0.0013036600048090966 -0.0025347267910707382 -0.0019261393185086549 -0.003694294814823224 -0.0034528386388800215 -0.00031076359090407977 -0.00028739122675234386 0.0017164483010650416 0.00071011671193628347 4.6501831838504817e-05
leaf_weight=53 51 165 46 73 59 55 124 598 70 478 1968
leaf_count=53 51 165 46 73 59 55 124 598 70 478 1968
internal_value=0 -6.47049e-05 -3.02756e-05 1.58686e-06 -0.000404393 -0.000197469 -0.00128078 5.56034e-05 0.00015887 0.000115261 0.000176521
internal_weight=0 3687 3636 3590 1001 942 179 763 2589 2519 2446
internal_count=3740 3687 3636 3590 1001 942 179 763 2589 2519 2446
is_linear=0
shrinkage=0.0995203


Tree=3217
num_leaves=14
num_cat=0
split_feature=21 5 19 20 30 5 8 11 21 20 20 5 26
split_gain=0.029626 0.141656 0.0315703 0.0205474 0.0185576 0.0268222 0.0287533 0.0242487 0.0197302 0.0381437 0.044765 0.0193876 0.00932028
threshold=-0.084999999999999992 -0.0050400000000000002 -0.10411999999999999 -0.062769999999999992 0.12577500000000003 -0.39954499999999998 -0.48834 -0.11166 0.10403500000000003 -0.06916499999999999 -0.0070099999999999997 -0.094469999999999985 0.083235000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 12 5 8 -7 -8 9 -4 -11 -9 -1
right_child=2 -3 4 -5 -6 6 7 11 -10 10 -12 -13 -14
leaf_value=-0.0013936385335030349 0.002240404809280087 -0.0056817414562188081 -0.0022316540299428581 0.0020566069092252614 -0.0020478592035860044 -0.0023581241826756854 0.0020939338691585672 -0.00082115995127728895 0.0019899777743018292 0.0031969403656944462 0.00016920123860222804 -3.9804785416562639e-05 0.00049256366541915132
leaf_weight=53 60 53 49 46 46 57 49 360 91 60 253 2513 50
leaf_count=53 60 53 49 46 46 57 49 360 91 60 253 2513 50
internal_value=0 -0.0012621 -2.26271e-05 0.000304492 -6.19027e-05 -3.50458e-05 -0.000143765 -0.000100289 0.000678102 0.000346059 0.000752214 -0.000137997 -0.000470059
internal_weight=0 202 3538 149 3478 3432 2979 2922 453 362 313 2873 103
internal_count=3740 202 3538 149 3478 3432 2979 2922 453 362 313 2873 103
is_linear=0
shrinkage=0.0995203


Tree=3218
num_leaves=12
num_cat=0
split_feature=20 3 3 19 20 1 5 1 2 5 0
split_gain=0.0255381 0.0635719 0.0226764 0.0182156 0.0218744 0.0190825 0.0509531 0.0354373 0.0348353 0.0269963 0.023598
threshold=-0.23598 0.10377500000000002 0.18676500000000004 -0.10411999999999999 -0.15398499999999998 0.41291000000000005 -0.54165499999999989 0.50644500000000015 -0.0043799999999999993 -0.42170999999999997 -0.066264999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -6 8 -7 -8 -9
right_child=2 -3 -4 4 5 7 9 10 -10 -11 -12
leaf_value=-0.0042681165765014991 0.0017777456012678138 0.00072089886196383503 -0.0018376083071107343 0.0019746776021611662 -0.0032523427758612312 6.9545182572294318e-05 0.0012902694814116164 -0.00099459261891096488 0.0036459654776145804 -0.00014298568280586519 0.001545407682060409
leaf_weight=48 56 53 68 53 51 48 136 114 63 2997 53
leaf_count=48 56 53 68 53 51 48 136 114 63 2997 53
internal_value=0 -0.00164201 -3.72777e-05 -2.76601e-06 -3.13655e-05 -6.23127e-05 -0.000131571 0.000727971 0.00210678 -8.05084e-05 -0.000183583
internal_weight=0 101 3639 3571 3515 3462 3184 278 111 3133 167
internal_count=3740 101 3639 3571 3515 3462 3184 278 111 3133 167
is_linear=0
shrinkage=0.0995203


Tree=3219
num_leaves=14
num_cat=0
split_feature=21 5 19 4 3 2 10 1 1 26 2 3 2
split_gain=0.0239555 0.114794 0.0223236 0.0206475 0.0202974 0.0367919 0.0199133 0.0220746 0.0531292 0.0340594 0.0173917 0.0966814 0.0784991
threshold=-0.084999999999999992 -0.0050400000000000002 -0.10411999999999999 0.15340500000000004 0.10502000000000002 -0.085209999999999994 0.09056500000000002 -0.082344999999999988 -0.083684999999999996 0.089005000000000015 -0.086304999999999993 0.087745000000000031 -0.084924999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 6 5 -1 7 8 9 -4 11 -9 -12
right_child=2 -3 3 -5 -6 -7 -8 10 -10 -11 12 -13 -14
leaf_value=-0.00070689144930213214 0.001890658240007669 -0.00510555840927645 0.00012433137461961342 -0.0019409909623950793 -0.0013945835308924986 0.0030873166658143244 0.0015574713986461213 0.003203054304969775 -0.0033972491120042407 -0.0011965386106888656 -0.0040129589920942319 -0.00044749971102395929 0.00010188129430844493
leaf_weight=53 60 53 654 56 48 48 78 109 57 274 47 210 1993
leaf_count=53 60 53 654 56 48 48 78 109 57 274 47 210 1993
internal_value=0 -0.00112687 -1.2306e-05 -4.537e-05 0.000282877 0.00108819 -1.41094e-05 -5.1012e-05 -0.000446886 -0.000264785 0.000113938 0.000797302 6.67722e-06
internal_weight=0 202 3538 3478 149 101 3422 3344 985 928 2359 319 2040
internal_count=3740 202 3538 3478 149 101 3422 3344 985 928 2359 319 2040
is_linear=0
shrinkage=0.0995203


Tree=3220
num_leaves=15
num_cat=0
split_feature=17 1 21 21 3 26 9 1 17 0 0 6 0 26
split_gain=0.0320363 0.0331704 0.0203021 0.0204783 0.0478214 0.0371235 0.0383722 0.0618526 0.0258825 0.0230731 0.0310503 0.0654139 0.0230721 0.017257
threshold=-0.55286000000000002 -0.49367499999999997 0.15544000000000005 0.10817500000000002 0.090905000000000027 0.094025000000000011 0.093335000000000015 0.058455000000000014 -0.53166999999999998 -0.23099 -0.16969499999999998 -0.095554999999999987 -0.065519999999999981 -0.2382
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 6 7 -6 -2 -10 11 -11 -7 -12
right_child=2 -3 -4 4 5 12 -8 -9 9 10 13 -13 -14 -15
leaf_value=0.00017173172776827829 0.0019458496565533819 0.0033114076828520906 0.0017126668464723411 -0.0030980951199149412 0.0023118642621679643 0.0021452486006345211 -0.0030534785898352051 -0.0020008330879009097 -0.0015109117773281597 -0.00046805221168208359 0.0016476988413524133 0.0043437625577877137 -0.00061588591457118586 3.0999528184304378e-05
leaf_weight=72 76 63 74 65 60 84 62 73 87 60 67 52 46 2803
leaf_count=72 76 63 74 65 60 84 62 73 87 60 67 52 46 2803
internal_value=0 0.00164298 8.09316e-05 4.6542e-05 -0.000633306 -0.000137829 -0.00100854 -4.91001e-05 0.000131108 8.59012e-05 0.000132763 0.0017587 0.00116193 6.90266e-05
internal_weight=0 135 3609 3535 390 325 195 133 3145 3069 2982 112 130 2870
internal_count=3744 135 3609 3535 390 325 195 133 3145 3069 2982 112 130 2870
is_linear=0
shrinkage=0.0995203


Tree=3221
num_leaves=13
num_cat=0
split_feature=2 9 21 8 9 9 3 6 30 2 22 2
split_gain=0.029347 0.0807169 0.0164136 0.0155719 0.0397082 0.0320739 0.0219341 0.0338547 0.0188716 0.0177151 0.0418549 0.028313
threshold=-0.23128999999999997 0.095415000000000014 0.15544000000000005 0.10649000000000002 0.11351500000000002 0.098465000000000011 0.14940500000000004 -0.074054999999999996 0.10484500000000002 -0.012154999999999999 0.078495000000000023 -0.029394999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 8 -8 9 11 -11 -2
right_child=2 -3 -4 4 -6 -7 7 -9 -10 10 -12 -13
leaf_value=-0.00065601442562467961 2.7087039388818335e-05 0.004739019296665742 0.0015422217345759284 -0.0013156042547378978 -0.0033834403389993639 0.0021069386657289681 0.0029619132071612058 -0.00050164330778190269 -0.0016495244681000696 0.00089535959196375393 -0.0013911557108131068 -0.0016887077052126765
leaf_weight=62 2502 49 74 66 46 46 64 49 64 530 93 99
leaf_count=62 2502 49 74 66 46 46 64 49 64 530 93 99
internal_value=0 0.0017182 7.48977e-05 4.41585e-05 -0.000921196 8.27742e-05 8.92466e-05 0.00145277 4.21368e-05 7.59721e-05 0.00055272 -3.79053e-05
internal_weight=0 111 3633 3559 158 112 3401 113 3288 3224 623 2601
internal_count=3744 111 3633 3559 158 112 3401 113 3288 3224 623 2601
is_linear=0
shrinkage=0.0995203


Tree=3222
num_leaves=18
num_cat=0
split_feature=10 10 5 6 26 6 5 3 3 26 3 1 3 20 9 6 23
split_gain=0.0176235 0.0857156 0.026789 0.0149067 0.026345 0.025006 0.0929407 0.023213 0.0968043 0.0427646 0.12548 0.0515213 0.0341548 0.0154247 0.0149751 0.0346811 0.020482
threshold=0.087405000000000024 0.091080000000000022 0.63223000000000018 0.091615000000000016 -0.085605000000000001 0.090195000000000011 -0.015214999999999999 0.091225000000000014 0.089095000000000021 0.091765000000000027 0.09940000000000003 -0.053299999999999993 0.087325000000000028 0.24030500000000005 -0.095314999999999997 -0.095324999999999993 -0.046924999999999994
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 -5 13 -7 8 12 10 -9 -11 -6 14 15 -1 -16
right_child=1 -3 -4 4 7 6 -8 9 -10 11 -12 -13 -14 -15 16 -17 -18
leaf_value=0.0020953699561602358 0.0042550876931271289 -0.00084251170018068144 -0.0022902439943538991 0.0027120585975145828 0.0015352658976660269 -0.0041587825322271909 0.0016655077255532901 -0.0043139873454083278 0.0046042760438346486 0.0011401452044859542 0.0015369289859521781 -0.0020606113050798992 -0.0019385693689146818 -0.001639318308320636 -0.0016885735544633158 -0.00072973362982411245 7.5019286791553987e-05
leaf_weight=108 55 80 47 50 51 59 50 74 59 290 71 60 62 52 67 71 2438
leaf_count=108 55 80 47 50 51 59 50 74 59 290 71 60 62 52 67 71 2438
internal_value=0 0.00122822 6.94676e-05 0.000100833 0.000506379 -1.08474e-06 -0.00147958 0.000339808 0.00133581 -4.6247e-06 -0.00144341 0.000589105 -0.000363488 5.75181e-05 9.06978e-05 0.000970225 2.75225e-05
internal_weight=0 135 3609 3562 717 2845 109 667 172 495 145 350 113 2736 2684 179 2505
internal_count=3744 135 3609 3562 717 2845 109 667 172 495 145 350 113 2736 2684 179 2505
is_linear=0
shrinkage=0.0995203


Tree=3223
num_leaves=19
num_cat=0
split_feature=2 9 3 3 3 22 8 30 1 2 2 0 0 2 4 35 18 5
split_gain=0.0223364 0.0618887 0.014076 0.0527737 0.0273251 0.0349082 0.0228063 0.0255437 0.0387009 0.0220213 0.0460747 0.0363958 0.0431841 0.0316784 0.031294 0.0409967 0.037871 0.0302523
threshold=-0.23128999999999997 0.095415000000000014 0.11492500000000001 0.11252000000000002 0.11693000000000002 0.11738500000000003 0.10528000000000003 0.10721500000000002 0.50462500000000021 -0.062394999999999999 -0.069129999999999983 0.019150000000000004 -0.069569999999999993 -0.029394999999999998 0.10696000000000003 -0.033755 -0.030229999999999996 -0.10894
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 6 7 8 -6 10 11 12 -2 17 16 -16 -15 -11
right_child=2 -3 4 -5 5 -7 -8 -9 -10 13 -12 -13 -14 14 15 -17 -18 -19
leaf_value=-0.00058623072647996427 -5.1501755196198532e-05 0.0041367454299059796 0.0023363816074379895 -0.0024927387462842679 0.00097652734919940727 -0.0019974336756820774 -0.0011903907145711351 0.0029997831302196738 -0.0015515260091069278 0.00043440574339932822 -0.0023549778609598211 -0.0024154183935208053 0.0020378527724585179 -0.00060837367992552576 0.0008533408805600092 -0.0026774979310662111 0.0013662180446699103 0.0040268726955969992
leaf_weight=62 2001 49 70 84 332 61 67 46 73 47 87 61 103 147 59 72 276 47
leaf_count=62 2001 49 70 84 332 61 67 46 73 47 87 61 103 147 59 72 276 47
internal_value=0 0.00149131 5.76296e-05 -3.3471e-05 0.000477757 0.000251639 0.000518071 0.000773694 0.000518832 3.74808e-05 -0.000109324 -1.87052e-05 5.03922e-05 0.000548937 0.000260639 -0.00108102 0.000678077 0.00223935
internal_weight=0 111 3633 2984 649 579 518 451 405 2900 2252 2165 2104 648 554 131 423 94
internal_count=3744 111 3633 2984 649 579 518 451 405 2900 2252 2165 2104 648 554 131 423 94
is_linear=0
shrinkage=0.0995203


Tree=3224
num_leaves=30
num_cat=0
split_feature=26 26 26 18 2 9 26 1 5 17 6 8 5 0 8 1 0 5 0 3 11 2 18 18 18 17 3 26 0
split_gain=0.0164071 0.0833064 0.0420476 0.0217593 0.0538644 0.0767786 0.089313 0.0660652 0.0437643 0.0719928 0.0771012 0.0720654 0.059854 0.0805753 0.0876057 0.0422782 0.0398207 0.136182 0.113905 0.0312431 0.021636 0.0300751 0.0255185 0.0711023 0.0654052 0.0434307 0.0359558 0.0347815 0.0157999
threshold=0.083705000000000016 0.08401500000000002 0.082605000000000026 0.088735000000000022 -0.078289999999999985 0.092465000000000033 0.10038000000000001 -0.080349999999999991 -0.041054999999999994 -0.011514999999999999 0.085955000000000018 -0.081669999999999993 -0.018754999999999997 -0.084834999999999994 -0.082094999999999987 -0.072579999999999992 -0.086414999999999992 -0.011514999999999999 -0.084759999999999988 0.10486500000000003 -0.37179999999999996 -0.241895 0.086065000000000016 0.10189500000000003 0.0036600000000000005 -0.080579999999999999 0.10850000000000003 0.0054200000000000012 -0.073914999999999995
decision_type=2 2 2 2 2 2 2 2 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 20 8 5 6 7 -5 9 -3 11 -11 13 -10 -15 28 17 -14 -18 -17 -1 -22 24 25 27 -24 -25 -23 -6
right_child=1 3 -4 4 15 -7 -8 -9 12 10 -12 -13 16 14 -16 19 18 -19 -20 -21 21 22 23 26 -26 -27 -28 -29 -30
leaf_value=-0.0019506433313616111 0.0040984345521816526 0.0047226908416997367 -0.0027918052480182774 -0.0041894923365747693 0.0011091784111842652 -0.0041520077272615835 0.0032135771387364529 -3.7465881999043179e-05 -0.0052632520798563572 -0.00076483042757295575 0.0033719456548371085 0.0031764446519733083 0.0037082902982497881 0.0028163052244836559 -0.0031645404719180662 -0.00177363830310475 0.0040556804900416573 -0.0022761544591207391 0.00025028909523426633 0.0011976647844985117 0.0025366419563011325 -0.00019792147694320554 0.00081493003561313685 0.0008888240596210701 -0.0034361945504168255 0.0048277575445975478 -0.0019556005153111302 0.002289840960302185 0.0037505897788738321
leaf_weight=55 56 52 56 58 46 69 53 111 46 237 87 57 49 48 49 71 87 162 752 69 47 979 54 96 60 54 81 59 46
leaf_count=55 56 52 56 58 46 69 53 111 46 237 87 57 49 48 49 71 87 162 752 69 47 979 54 96 60 54 81 59 46
internal_value=0 0.000308247 -0.000114726 0.000209098 -0.000348451 -0.00125133 -0.00034608 -0.00146727 0.000388937 0.00124608 0.000769428 0 7.71512e-05 -0.0018321 -0.000196507 0.000780512 0.000337952 -0.000882522 0.000645865 -0.000303363 -1.32211e-05 6.07227e-05 -2.28273e-05 0.000815605 -0.000241199 0.00282892 -0.000408237 -5.57281e-05 0.00243878
internal_weight=0 2205 1541 2149 523 291 222 169 1626 433 381 294 1193 143 97 232 1050 211 839 140 1485 1430 1383 285 1098 108 177 1038 92
internal_count=3746 2205 1541 2149 523 291 222 169 1626 433 381 294 1193 143 97 232 1050 211 839 140 1485 1430 1383 285 1098 108 177 1038 92
is_linear=0
shrinkage=0.0995203


Tree=3225
num_leaves=20
num_cat=0
split_feature=3 26 3 11 28 2 2 2 2 17 8 8 3 3 3 3 2 5 5
split_gain=0.0155045 0.0252067 0.0661548 0.0200038 0.0183109 0.0188394 0.0479357 0.0382148 0.0483145 0.0413972 0.032303 0.106622 0.0511198 0.0288033 0.0467424 0.0463856 0.0347754 0.0116271 0.0138945
threshold=0.083875000000000019 0.08709500000000002 0.082595000000000016 -0.086319999999999994 0.079615000000000019 -0.081445000000000004 -0.080914999999999987 -0.082139999999999991 -0.082294999999999993 -0.017704999999999995 -0.085499999999999993 -0.086589999999999986 0.084505000000000011 0.086605000000000029 0.085730000000000015 0.08785500000000003 -0.080484999999999987 -0.41397 0.0047850000000000011
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 7 -7 8 10 -9 11 -2 -12 14 -8 -15 -17 -5 -19
right_child=4 -3 -4 17 -6 6 13 9 -10 -11 12 -13 -14 15 -16 16 -18 18 -20
leaf_value=0.0013135022789040195 0.00043240296465498509 0.0011277137858462477 -0.0038980017818499996 -0.0017180628069915331 -0.0013770742687975789 -0.002292013973944209 -0.0002230803562123172 0.0040484729175527421 -0.0027901062270672453 0.0003507192563197194 -0.0029866982611284837 0.0048372992837222321 0.00031869944072993457 -0.0023084822195763963 0.0040990269730273145 0.002539726792784555 5.6074223827753538e-05 0.00074084912867935029 -0.001345483635643739
leaf_weight=66 293 79 58 70 72 85 53 60 47 61 49 67 847 80 46 58 1525 76 54
leaf_count=66 293 79 58 70 72 85 53 60 47 61 49 67 847 80 46 58 1525 76 54
internal_value=0 -0.000461789 -0.00085188 -0.00018461 0.000191226 0.000225997 1.58262e-05 0.000498025 0.000340175 0.00219108 0.000457963 0.00125448 0.000137022 0.000127623 0.0017769 2.8947e-05 0.000147591 -0.00068308 -0.000119484
internal_weight=0 403 324 266 3343 3271 1847 1424 1303 121 1256 360 896 1762 99 1663 1583 200 130
internal_count=3746 403 324 266 3343 3271 1847 1424 1303 121 1256 360 896 1762 99 1663 1583 200 130
is_linear=0
shrinkage=0.0995203


Tree=3226
num_leaves=22
num_cat=0
split_feature=5 5 8 5 8 8 8 18 6 5 8 8 24 8 8 8 5 18 17 17 8
split_gain=0.0132867 0.0244117 0.0619238 0.0906718 0.0235072 0.0575947 0.04345 0.0219069 0.0154673 0.0509255 0.0598922 0.0380719 0.0247932 0.0144455 0.0910651 0.0368415 0.0322686 0.031741 0.0130787 0.0269275 0.0249637
threshold=0.11083500000000003 0.054660000000000007 -0.077784999999999993 0.066275000000000014 -0.087374999999999994 -0.082244999999999999 -0.077074999999999991 -0.019539999999999998 0.10449000000000003 -0.039649999999999998 -0.077889999999999987 -0.080724999999999991 0.10012000000000003 -0.083674999999999986 -0.084184999999999996 -0.082934999999999995 -0.0071849999999999995 -0.079189999999999997 -0.22965499999999997 -0.35269999999999996 -0.071594999999999992
decision_type=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 7 -6 -7 -2 12 11 -11 -10 13 14 16 -15 -1 -17 19 20 -8
right_child=4 2 3 -5 5 6 18 -9 9 10 -12 -13 -14 15 -16 17 -18 -19 -20 -21 -22
leaf_value=0.00033248585935592159 0.003438161935742179 0.0010019148666523179 -0.0052693603799587024 0.00047717821138778762 -0.0028160512877540332 0.0032424135151882488 -0.0017852841397529538 0.00054385928306048168 -0.0027090338419919805 0.0051535722583325493 0.00016306803895399153 0.00088902820235367346 -0.0022672522418335536 -0.002550514112180058 0.0044291166257486858 0.00084909386605956617 -0.0012350713681517813 -0.00031984176803293479 -0.00084497145436204432 0.0027198424489282684 0.00054392140378043449
leaf_weight=1018 48 81 59 50 55 54 53 58 46 47 49 79 46 61 51 300 149 986 86 48 322
leaf_count=1018 48 81 59 50 55 54 53 58 46 47 49 79 46 61 51 300 149 986 86 48 322
internal_value=0 1.6739e-05 -0.00107495 -0.00262582 0.000491726 0.000255334 0.000556835 0.00186221 9.02702e-05 0.000889795 0.00261486 -0.00042851 2.22834e-05 6.36624e-05 0.000312258 -0.000160518 0.000131642 -4.65141e-05 0.000270312 0.000498996 0.000212544
internal_weight=0 3022 190 109 724 618 563 106 2832 221 96 125 2611 2565 1218 1347 1167 1286 509 423 375
internal_count=3746 3022 190 109 724 618 563 106 2832 221 96 125 2611 2565 1218 1347 1167 1286 509 423 375
is_linear=0
shrinkage=0.0995203


Tree=3227
num_leaves=21
num_cat=0
split_feature=1 4 2 5 17 9 9 2 1 1 9 5 2 0 9 6 6 2 26 24
split_gain=0.0160172 0.0342536 0.0189845 0.0238554 0.0757969 0.0291634 0.0209086 0.0179338 0.0539787 0.0510801 0.0572804 0.0751072 0.0404107 0.040168 0.0177897 0.0143647 0.0552101 0.0398039 0.0308001 0.0215309
threshold=-0.50388999999999995 0.085720000000000018 -0.10165999999999999 -0.0070049999999999999 -0.12118 0.093335000000000015 0.082335000000000019 -0.081445000000000004 0.064860000000000015 -0.0032650000000000001 0.092605000000000021 -0.082179999999999989 -0.080914999999999987 -0.088174999999999989 0.096225000000000019 0.08846500000000003 0.049085000000000011 -0.080254999999999993 0.087675000000000017 0.098635000000000014
decision_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 10 11 -4 -9 -11 -8 16 19 -17 -19 -14
right_child=2 -3 7 4 -6 -7 14 12 -10 13 -12 -13 15 -15 -16 17 -18 18 -20 -21
leaf_value=-0.00049774543947329181 0.0018517540144048869 0.0023819366014728124 0.0029394140042785827 0.0015428924123374371 -0.0048878890414320508 -0.0015433781686406808 -0.0015508316006325378 -0.0021349144370071222 0.0032045490116456251 3.5539076834624912e-05 0.0030269004398417636 -2.2584474755594764e-05 7.9733446275062115e-05 -0.0039022646017113837 0.00055726884097115749 0.0032370211295341751 -0.0031921063297722127 0.0015600564782365638 -0.00020940453487637946 -0.0021132840684267447
leaf_weight=75 51 89 94 54 47 69 77 88 66 53 81 860 1229 49 81 47 56 128 406 46
leaf_count=75 51 89 94 54 47 69 77 88 66 53 81 860 1229 49 81 47 56 128 406 46
internal_value=0 0.00106002 5.37271e-05 -0.000611939 -0.00148769 -0.000181775 9.64796e-05 0.000132749 0.000436453 0.000275052 0.000485084 0.000268411 -4.95201e-05 -0.00184813 -0.000464916 4.60323e-05 -0.000133717 0.000459224 0.000213203 0
internal_weight=0 164 3582 379 170 123 209 3203 1203 1137 1035 954 2000 102 158 1912 1331 581 534 1275
internal_count=3746 164 3582 379 170 123 209 3203 1203 1137 1035 954 2000 102 158 1912 1331 581 534 1275
is_linear=0
shrinkage=0.0995203


Tree=3228
num_leaves=19
num_cat=0
split_feature=2 2 2 26 9 17 26 17 2 2 5 25 23 4 2 30 11 3
split_gain=0.011337 0.0468266 0.0394545 0.0242688 0.0683643 0.0245226 0.0473098 0.0401093 0.0214786 0.0440413 0.0271073 0.0182352 0.0155544 0.0236731 0.0404079 0.0397474 0.0378224 0.0231932
threshold=-0.081055000000000002 -0.080744999999999997 -0.081604999999999997 0.097505000000000022 0.092465000000000033 -0.55026999999999993 0.080935000000000021 -0.52313499999999991 -0.082294999999999993 -0.082644999999999982 -0.016339999999999997 0.096120000000000025 -0.063684999999999992 0.12498500000000003 -0.026175 0.090320000000000025 -0.090715000000000004 0.08622500000000001
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 -5 6 -1 -7 9 -9 -10 12 -3 15 -15 17 -16 -14
right_child=1 11 -4 4 -6 7 -8 8 10 -11 -12 -13 13 14 16 -17 -18 -19
leaf_value=0.00020408517304083647 -0.0030811814752324026 -0.0017965475043535751 0.0023154741909810969 0.0031628526481102242 -0.0013221551910655033 0.0029583927951192532 -0.0038303453638779132 4.709151318419444e-05 5.0659557479790491e-05 0.0028850587667476816 -0.0029811182991600388 0.0018789208836367183 -0.0011325415557812244 0.003335737672422485 -0.0021198439062851708 -0.0024324129366084107 0.0011721645116811751 0.00010304959471102458
leaf_weight=76 50 49 89 86 55 49 46 1102 69 57 50 50 168 54 49 71 117 1439
leaf_count=76 50 49 89 86 55 49 46 1102 69 57 50 50 168 54 49 71 117 1439
internal_value=0 -7.29962e-05 0.000275687 0.000160995 0.00140758 3.91276e-05 -0.00131038 0.000163814 5.60261e-05 0.00018737 -0.00121632 1.91154e-06 -4.58707e-05 -2.42691e-07 0.000970004 -0.000127938 0.000195495 -2.5613e-05
internal_weight=0 2047 1679 1590 141 1449 122 1327 1278 1159 119 1997 1947 1898 220 1678 166 1607
internal_count=3726 2047 1679 1590 141 1449 122 1327 1278 1159 119 1997 1947 1898 220 1678 166 1607
is_linear=0
shrinkage=0.0995203


Tree=3229
num_leaves=14
num_cat=0
split_feature=23 26 26 2 2 11 2 11 35 26 9 21 5
split_gain=0.00935075 0.00986434 0.0359379 0.0345714 0.0489522 0.020567 0.0247933 0.0251353 0.0221687 0.0176323 0.0430428 0.0554976 0.0553969
threshold=1.0000000180025095e-35 0.11377500000000003 0.10812000000000002 -0.080644999999999994 -0.077604999999999993 -0.364875 0.40115000000000006 -0.086319999999999994 -0.081529999999999991 0.12236500000000003 0.11296000000000002 0.086835000000000009 -0.09583499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 -1 7 -7 -9 -6 12 -12 -11
right_child=-2 3 -4 4 9 6 -8 8 -10 10 11 -13 -14
leaf_value=-0.0015788660699726841 -0.0010309873310410942 -0.0025090742394252249 0.0024542194503979348 0.002937298959065002 -0.0019537279712339845 0.0021051603280904641 0.0021002268370016387 -0.0019925688876082548 9.9680828161362371e-05 0.0039114634059178545 -0.0040197604757174019 0.00080571885186698155 -0.00045648748122442353
leaf_weight=70 74 63 66 49 62 61 63 51 2951 46 48 46 76
leaf_count=70 74 63 66 49 62 61 63 51 2951 46 48 46 76
internal_value=0 9.82469e-05 0.000154979 -0.00037417 3.46385e-05 0.000107242 0.000145261 0.000104784 6.38636e-05 -0.000474037 -4.5521e-05 -0.00164965 0.00118374
internal_weight=0 3652 3262 390 327 3196 3126 3063 3002 278 216 94 122
internal_count=3726 3652 3262 390 327 3196 3126 3063 3002 278 216 94 122
is_linear=0
shrinkage=0.0995203


Tree=3230
num_leaves=20
num_cat=0
split_feature=2 2 2 6 1 1 18 1 8 8 8 26 1 2 2 25 8 23 7
split_gain=0.0096177 0.0387556 0.0317879 0.0245735 0.0625167 0.17285 0.0984923 0.0245696 0.0219613 0.095543 0.0470516 0.0457971 0.0385061 0.0171676 0.0192231 0.0157177 0.0149385 0.014079 0.0195799
threshold=-0.081055000000000002 -0.080644999999999994 -0.081604999999999997 0.089985000000000023 -0.084759999999999988 -0.08113999999999999 -0.091869999999999993 -0.50954999999999984 -0.086914999999999992 -0.085764999999999994 -0.087770000000000001 0.090545000000000028 -0.082039999999999988 -0.080329999999999999 -0.079844999999999985 0.096120000000000025 -0.079704999999999998 -0.063684999999999992 0.0097350000000000023
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 7 6 -6 -5 -1 10 -10 12 -11 -9 -3 -15 17 -7 -16 -19
right_child=1 13 -4 4 5 16 -8 8 9 11 -12 -13 -14 14 15 -17 -18 18 -20
leaf_value=0.0021155944244955435 -0.0023124603524136817 0.0016371686644745275 0.0020756858576769905 0.0026112401880188244 0.007472762288830404 0.0012537640906851201 -0.0025665309057881806 0.0012736189999350478 -0.0037697642999323321 0.00021571932438145419 0.003238797938836939 -0.0019414430709975617 -0.00102979863678675 -0.0017986998292192885 -0.0017008716074963307 0.0017517737947477577 -0.0011470914686964122 -5.1416950139147743e-05 0.0018237671522410208
leaf_weight=50 74 62 89 61 46 55 90 134 76 708 54 113 155 60 49 50 48 1695 57
leaf_count=50 74 62 89 61 46 55 90 134 76 708 54 113 155 60 49 50 48 1695 57
internal_value=0 -7.64488e-05 0.000244717 0.000141714 0.00095314 0.00240029 -0.000469427 -4.63548e-05 -0.00013419 -0.000393708 0.000542103 -8.01891e-05 3.53894e-05 7.00096e-06 -4.54594e-05 1.09295e-05 0.000126971 -3.6946e-05 9.12355e-06
internal_weight=0 2047 1679 1590 300 149 151 1290 1240 897 343 821 289 1973 1911 1851 103 1801 1752
internal_count=3726 2047 1679 1590 300 149 151 1290 1240 897 343 821 289 1973 1911 1851 103 1801 1752
is_linear=0
shrinkage=0.0995203


Tree=3231
num_leaves=19
num_cat=0
split_feature=3 8 8 8 18 3 3 18 18 26 18 5 5 17 18 3 3 3
split_gain=0.00930153 0.0315439 0.0737603 0.0301501 0.023595 0.0626153 0.0167871 0.0168883 0.145737 0.185846 0.0342899 0.0329104 0.0624637 0.0400604 0.0260681 0.0378079 0.0199936 0.0472644
threshold=0.083875000000000019 -0.089984999999999996 -0.085089999999999985 -0.15530999999999998 -0.015440000000000001 0.0040650000000000009 0.084290000000000018 -0.017129999999999996 -0.029094999999999999 0.087045000000000025 -0.011835 -0.045014999999999993 -0.025879999999999997 0.067035000000000025 -0.007069999999999999 0.08622500000000001 0.084895000000000012 0.085505000000000012
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 -4 -6 -2 8 11 -10 -9 -8 -13 -14 15 -12 -16 -18
right_child=6 2 4 -5 5 -7 7 10 9 -11 14 12 13 -15 16 -17 17 -19
leaf_value=-0.0011868477283195104 0.0015883570563601274 -0.004395175511885183 -0.0017497502178895463 0.001894744826156075 -0.0010305744643609312 0.0033588029123520348 0.0021448090234198543 -0.0021655536943707733 -0.00018335379221997837 0.0085601224362520066 -0.00047064063611187219 -0.0029230118411148185 -0.00011395227701324201 0.001640127140677094 0.0017526444070165078 0.0033345658761208168 -0.0032531299416991232 -8.3617088979501822e-05
leaf_weight=48 75 52 66 90 90 50 71 77 49 47 49 71 955 149 55 54 48 1630
leaf_count=48 75 52 66 90 90 50 71 77 49 47 49 71 955 149 55 54 48 1630
internal_value=0 -0.000394204 -0.00104521 0.000816954 -0.000195607 0.000531214 0.000115718 8.15345e-05 0.000352329 0.00408878 -0.000108004 6.3791e-05 -6.12591e-05 0.000122043 -2.12666e-05 0.00151637 -0.000113128 -0.00017477
internal_weight=0 396 258 138 206 140 3330 3255 1342 96 1913 1246 1175 1104 1836 103 1733 1678
internal_count=3726 396 258 138 206 140 3330 3255 1342 96 1913 1246 1175 1104 1836 103 1733 1678
is_linear=0
shrinkage=0.0995203


Tree=3232
num_leaves=24
num_cat=0
split_feature=18 2 2 0 2 3 17 18 18 2 18 9 9 26 8 9 0 20 5 38 11 26 2
split_gain=0.0161149 0.0307264 0.0769149 0.13985 0.0555526 0.0455339 0.0335643 0.169356 0.0664335 0.0422199 0.0528699 0.0237854 0.0587044 0.0961425 0.0620872 0.0479473 0.0973125 0.0353496 0.0291872 0.02668 0.054836 0.0287227 0.0229346
threshold=0.088735000000000022 -0.078289999999999985 -0.081134999999999999 -0.083589999999999984 -0.082904999999999993 0.090360000000000024 -0.065004999999999993 0.10435500000000002 0.10361000000000002 -0.072419999999999998 0.12665000000000004 0.10706000000000003 0.11296000000000002 0.11861500000000001 -0.064125000000000001 0.098720000000000016 -0.054850000000000003 -0.037429999999999998 0.62931500000000018 -0.05851 -0.0074899999999999993 0.10439000000000002 -0.013944999999999999
decision_type=2 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 2 4 -4 5 -2 8 -8 -3 -9 -11 15 -13 14 -14 18 17 -17 19 -1 -21 -22 -12
right_child=1 6 3 -5 -6 -7 7 9 -10 10 22 12 13 -15 -16 16 -18 -19 -20 20 21 -23 -24
leaf_value=0.0019682395930548467 0.00082199850334942095 -0.0034592940525167005 -0.0002118798005015706 -0.0064977111967979596 0.0020745737958766273 -0.0026216479382968985 0.0045222525025467543 0.0011150247204553016 0.0011808641125145563 -0.0043479143381006547 -0.0018789967019095355 0.0038520531126944452 -0.00076956398005651524 -0.0034761119340989176 0.0038252625438041721 -0.0018215606960425767 -0.0054828678476341952 0.0018835912807710763 0.0023295597342139281 -0.0029211470293835206 0.00020489918242779708 -0.00142808794794799 0.0010196111542985849
leaf_weight=74 69 63 85 60 88 84 86 89 59 48 52 58 53 50 64 51 46 51 60 60 2212 112 56
leaf_count=74 69 63 85 60 88 84 86 89 59 48 52 58 53 50 64 51 46 51 60 60 2212 112 56
internal_value=0 -0.000354488 -0.00100728 -0.00281856 7.90953e-05 -0.00106328 0.000199949 0.000721575 -0.00120857 -0.000609199 -0.00159814 0.000140859 0.00112367 0.00017118 0.00173685 5.76063e-05 -0.00168276 2.29896e-05 0.000160225 0.000106938 4.88192e-05 0.000125849 -0.000368435
internal_weight=0 839 386 145 241 153 453 331 122 245 156 2891 225 167 117 2666 148 102 2518 2458 2384 2324 108
internal_count=3730 839 386 145 241 153 453 331 122 245 156 2891 225 167 117 2666 148 102 2518 2458 2384 2324 108
is_linear=0
shrinkage=0.0995203


Tree=3233
num_leaves=32
num_cat=0
split_feature=1 17 17 1 17 1 18 17 18 1 18 1 1 1 17 9 3 3 17 9 3 1 1 21 1 5 1 19 19 17 17
split_gain=0.0131046 0.0274971 0.0867829 0.0448502 0.108561 0.0925173 0.0264737 0.046781 0.039229 0.0574098 0.0316736 0.024337 0.0861492 0.0638709 0.0535266 0.0477973 0.0487593 0.0413796 0.0514363 0.0237179 0.0233751 0.0220668 0.0153598 0.0350379 0.051761 0.0476335 0.0254434 0.022126 0.0283928 0.0204 0.013842
threshold=-0.067015000000000005 -0.015100000000000001 -0.011174999999999999 -0.079844999999999985 -0.041415 -0.087734999999999994 -0.087529999999999983 -0.092649999999999996 0.089020000000000016 -0.089819999999999997 -0.093649999999999997 -0.082489999999999994 -0.080349999999999991 -0.084204999999999988 0.0036400000000000009 0.08888500000000002 0.093535000000000021 0.083955000000000016 0.22924500000000006 0.15091000000000004 0.091405000000000028 0.55657000000000012 -0.018369999999999997 0.10886500000000003 -0.027059999999999997 -0.041054999999999994 -0.01538 0.12273500000000002 0.13612500000000002 -0.45791500000000002 -0.44659499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 10 9 -8 -1 13 14 17 -13 -14 -17 -4 -19 21 -10 22 23 24 25 -2 -24 29 -29 -28 -25
right_child=19 2 11 -5 5 -7 8 -9 20 -11 -12 12 15 -15 -16 16 -18 18 -20 -21 -22 -23 26 30 -26 -27 27 28 -30 -31 -32
leaf_value=0.00050571157956183857 0.002937053152789327 -0.0046810196870889159 -0.0028613933786881041 -0.0023481313355960928 0.00043501471027195665 0.0066335049852248298 0.00027191385556574741 -0.0031685289851785224 -0.0024087923662580884 0.0036109762533917018 -0.0023166817130787025 -0.0012202017870086013 0.0021078065802146921 0.0033553414696442831 -0.0056927503973496375 -0.0025059801269259386 0.00062301263620100121 0.0011950366379122309 -0.002543144978896311 0.0021046608529528758 0.00035304299209801347 -0.0018751793399624877 -0.0022665616692183143 0.00019802483177606248 0.0033064496528273975 -0.00029154836936861586 0.0015350869856596914 -0.0031051713756429381 0.00027228136426844118 0.00010075576240754575 -0.0022286415422984565
leaf_weight=185 59 49 52 63 48 48 177 62 57 72 50 59 80 56 49 89 110 151 48 62 64 53 46 46 85 193 106 47 51 1367 46
leaf_count=185 59 49 52 63 48 48 177 62 57 72 50 59 80 56 49 89 110 151 48 62 64 53 46 46 85 193 106 47 51 1367 46
internal_value=0 -0.000192374 -0.000631919 0.000202012 0.000413647 0.00354279 -3.5497e-05 -0.000736453 0.00052495 0.00124071 -9.13145e-05 -0.000344852 -0.000870319 0.000314878 -0.003257 5.06226e-05 -0.000772273 -0.000360211 0.000289251 0.00018543 -0.000941222 0.00012835 0.00018065 0.000710157 0.0011812 0.000461106 3.96621e-05 0.000107711 -0.00133916 0.000204529 -0.00100641
internal_weight=0 1569 743 826 763 96 667 297 370 249 235 694 387 307 108 279 199 251 199 2161 121 2099 2046 429 337 252 1617 1571 98 1473 92
internal_count=3730 1569 743 826 763 96 667 297 370 249 235 694 387 307 108 279 199 251 199 2161 121 2099 2046 429 337 252 1617 1571 98 1473 92
is_linear=0
shrinkage=0.0995203


Tree=3234
num_leaves=19
num_cat=0
split_feature=4 9 6 6 9 9 6 0 0 26 26 26 0 26 26 18 18 5
split_gain=0.0193281 0.0165516 0.0134348 0.0402252 0.0479536 0.0290156 0.0251364 0.0218437 0.0186607 0.0148742 0.0495507 0.0335786 0.0917511 0.049587 0.0312051 0.0277464 0.034396 0.0248103
threshold=0.15028500000000003 -0.26414499999999996 -0.0048649999999999995 -0.011039999999999999 0.084565000000000015 0.086635000000000031 -0.015744999999999999 1.0000000180025095e-35 -0.054850000000000003 0.085005000000000011 0.08598500000000002 0.087170000000000011 -0.084269999999999998 0.087745000000000031 0.082605000000000026 0.086510000000000017 0.11286500000000002 0.2686150000000001
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 -6 7 8 -3 14 -11 12 -12 -13 15 17 -17 -4
right_child=-2 2 9 4 5 -7 -8 -9 -10 10 11 13 -14 -15 -16 16 -18 -19
leaf_value=0.0019304973601425538 -0.0016638537387051221 0.00020304815720447321 -0.0012221353922603668 0.003839093405398068 -0.0014854825168183403 0.0019273122874819758 -0.0016337559195575854 0.0021313140395777305 -0.0010315247544004462 0.002302770481517267 -0.004445549128391642 0.0025957955491375611 0.0014043725745989334 -0.00014895643212598016 -0.0022832629469332678 0.003062661621787954 -0.00040007622756856303 0.0003972150584857241
leaf_weight=46 66 1361 265 64 46 53 81 54 133 89 59 70 48 947 89 50 65 144
leaf_count=46 66 1361 265 64 46 53 81 54 133 89 59 70 48 947 89 50 65 144
internal_value=0 5.43164e-05 3.0236e-05 0.000224012 0.00171483 0.0003333 7.43363e-05 0.000164242 9.25951e-05 -0.000159484 4.1808e-05 -0.00013649 -0.00181364 3.91597e-05 -0.000559134 -0.000264733 0.00109834 -0.000649996
internal_weight=0 3664 3618 1792 163 99 1629 1548 1494 1826 1213 1124 107 1017 613 524 115 409
internal_count=3730 3664 3618 1792 163 99 1629 1548 1494 1826 1213 1124 107 1017 613 524 115 409
is_linear=0
shrinkage=0.0995203


Tree=3235
num_leaves=20
num_cat=0
split_feature=4 1 11 6 17 17 2 5 9 17 5 3 1 17 9 20 17 2 17
split_gain=0.0156732 0.0136915 0.0294456 0.0275464 0.027628 0.0380787 0.0475152 0.132797 0.0556155 0.0332728 0.0264651 0.0201895 0.0536141 0.0224692 0.0521451 0.0508868 0.0407779 0.0398066 0.0193
threshold=0.15028500000000003 -0.063809999999999992 1.0000000180025095e-35 0.11690000000000002 0.41435500000000008 -0.011809999999999999 -0.085599999999999996 -0.012704999999999999 0.08622500000000001 -0.016659999999999998 -0.07965499999999999 0.083055000000000018 0.05340000000000001 0.22924500000000006 0.09007500000000003 -0.0062099999999999994 0.12088500000000003 -0.069969999999999991 0.047990000000000012
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 9 7 -7 -8 10 -1 12 -3 16 15 -15 18 -16 -13
right_child=-2 2 -4 -5 -6 6 8 -9 -10 -11 -12 13 -14 14 17 -17 -18 -19 -20
leaf_value=-0.0020714624458174013 -0.0014982667931363147 -0.0034545088717977896 0.0027098895658602602 -0.0018806700913353163 0.0022308440277783504 0.0001244364077825927 0.00095303999188673706 -0.0067101977696050691 -0.0011601115141857421 0.0025712776393376578 0.00027289764725576491 8.7877168820290117e-05 0.0007885417843291585 0.0010021767640138956 -0.001310890577074105 0.0050631416582578364 -0.0023714888931751009 0.0017027661480579661 0.0014042041660247574
leaf_weight=51 66 53 46 88 50 72 205 46 309 59 727 1396 66 83 107 49 64 73 120
leaf_count=51 66 53 46 88 50 72 205 46 309 59 727 1396 66 83 107 49 64 73 120
internal_value=0 4.89331e-05 0.000219146 -0.000168434 -6.87002e-05 -0.000147527 -0.000731001 -0.00253298 -0.000315725 0.000292064 0.000118166 0.000161765 -0.00109434 0.000241202 0.00101324 0.00251586 8.82315e-05 -8.41373e-05 0.000192612
internal_weight=0 3664 2057 1607 1519 1469 632 118 514 837 778 2011 119 1892 312 132 1580 180 1516
internal_count=3730 3664 2057 1607 1519 1469 632 118 514 837 778 2011 119 1892 312 132 1580 180 1516
is_linear=0
shrinkage=0.0995203


Tree=3236
num_leaves=22
num_cat=0
split_feature=1 1 17 2 18 18 18 18 18 1 2 1 2 20 12 5 6 17 17 3 10
split_gain=0.0215478 0.0488304 0.0718616 0.0382836 0.0546289 0.0373383 0.123223 0.0546571 0.0448231 0.0611773 0.0323768 0.0608111 0.0506285 0.0369116 0.0276698 0.0250894 0.0329369 0.0339273 0.0469115 0.0239155 0.0227653
threshold=-0.083684999999999996 -0.085739999999999997 -0.0087149999999999988 0.10003000000000002 -0.025879999999999997 0.089505000000000015 0.086800000000000016 0.090795000000000028 0.084405000000000022 -0.080844999999999986 -0.082404999999999992 -0.078509999999999983 -0.078784999999999994 -0.054979999999999994 0.098385000000000028 0.26676500000000009 0.09840500000000002 0.10932500000000002 -0.015464999999999998 0.15537500000000004 0.086275000000000018
decision_type=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 6 8 -7 9 -2 -9 -12 -13 -14 19 16 17 18 -1 -11 -17
right_child=5 2 -4 4 -6 7 -8 10 -10 14 11 12 13 -15 -16 20 -18 -19 -20 -21 -22
leaf_value=0.00012878368342984336 -0.0030612121715108825 0.0045891471289346885 -0.00053873056313187226 0.0042431396433373668 3.4456734205689088e-05 0.0037001311090462722 -0.0042113362668454689 -0.0016297912607899897 0.0028237648016064907 -0.00016287347464670831 0.0031352447110116937 -0.0023096684237852421 0.0019462183499973685 -0.00015997182873777309 -0.0025561726363404185 -0.0023246331192470051 0.0020615157025220677 0.0023821220139348702 -0.0022756116040215475 0.0015356433432560409 0.00035556948643884225
leaf_weight=391 74 63 47 52 75 50 78 77 48 1789 77 72 127 233 46 85 79 49 101 86 49
leaf_count=391 74 63 47 52 75 50 78 77 48 1789 77 72 127 233 46 85 79 49 101 86 49
internal_value=0 0.000413128 0.0023907 0.000165283 0.00176414 -0.000127916 -0.000328709 0.000540422 -0.000180073 -0.000252756 0.000269425 0.000558341 9.71363e-05 0.000580771 -0.000144143 -0.000102936 0.000162774 -0.000112978 -0.000363138 -8.45315e-05 -0.00133845
internal_weight=0 991 110 881 127 2757 2121 636 2043 1995 586 509 432 360 1921 754 620 541 492 1875 134
internal_count=3748 991 110 881 127 2757 2121 636 2043 1995 586 509 432 360 1921 754 620 541 492 1875 134
is_linear=0
shrinkage=0.0995203


Tree=3237
num_leaves=30
num_cat=0
split_feature=1 1 18 18 0 18 1 1 1 5 5 26 6 18 27 18 18 26 5 0 1 18 26 20 18 5 21 19 18
split_gain=0.018289 0.0430904 0.0282867 0.119153 0.0563285 0.0381158 0.0634881 0.0253462 0.0622866 0.0573207 0.0746519 0.0516438 0.0242242 0.0373975 0.0237141 0.0206878 0.0204621 0.0543776 0.0302982 0.0848647 0.0725251 0.050405 0.0199894 0.0189844 0.0187173 0.0301368 0.0167054 0.0224896 0.0198226
threshold=-0.082635 -0.084204999999999988 0.089505000000000015 0.086800000000000016 -0.14075499999999999 0.083830000000000029 -0.080500000000000002 -0.03694999999999999 -0.064534999999999995 -0.082179999999999989 -0.088604999999999989 0.097125000000000031 0.11642500000000001 -0.067359999999999989 0.081260000000000013 0.098840000000000025 -0.093649999999999997 0.084355000000000027 -0.010764999999999999 -0.086414999999999992 -0.086814999999999989 -0.088855000000000003 0.087825000000000028 -0.14820999999999998 -0.117225 0.2686150000000001 0.097120000000000026 0.12070000000000002 0.11715500000000002
decision_type=2 2 2 2 2 2 2 2 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 3 5 -4 6 -2 8 9 10 -6 -11 23 -14 16 -9 17 24 20 -20 22 -21 -18 -8 25 -1 28 -28 -17
right_child=2 -3 4 -5 7 -7 12 15 -10 11 -12 -13 13 -15 -16 26 18 -19 19 21 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=-0.002678392056750007 -0.0037975109011845029 0.0027554716349254531 0.0033630924148283455 -0.004166970325707493 -0.00044220921314848334 0.0025328623987388331 0.0017411527900658376 -0.0022696807130703467 0.0040967629996451057 -0.0038539925303785823 0.0047534964553553301 9.9954715417772887e-05 0.0027504201614376579 -0.00055618400263741517 0.001920528455089636 0.0023201304464469312 0.00062766091885824269 0.0037356130588041985 -0.0041332006134222072 -0.0026424805078410626 0.0041963790452295693 0.00032906710210342966 -0.0018879661282328718 -0.00028394257609860429 0.0015058708478984124 0.00064372802387899989 -0.0026049502044066804 0.00040127040267231537 -0.00045883464505494336
leaf_weight=46 48 70 60 76 60 51 47 56 47 46 50 112 70 65 73 46 83 51 60 67 48 361 50 1730 56 65 47 51 56
leaf_count=46 48 70 60 76 60 51 47 56 47 46 50 112 70 65 73 46 83 51 60 67 48 361 50 1730 56 65 47 51 56
internal_value=0 0.000370774 -0.000121647 -0.00029842 0.000461725 -0.000151812 -0.000222087 0.000155419 0.000754291 0.000165056 0.00191203 -0.00104601 -0.000131899 0.00115229 0.000196037 -0.000578277 5.3189e-05 0.000891285 -0.000218689 -0.000627552 0.000879137 -0.000134193 -0.000311909 -0.00022992 1.77547e-05 -0.000725632 -0.00010059 -0.00103214 0.000786399
internal_weight=0 1030 2718 2087 631 2011 1960 571 315 268 110 158 1912 135 960 256 887 218 669 488 181 428 133 1777 167 111 200 98 102
internal_count=3748 1030 2718 2087 631 2011 1960 571 315 268 110 158 1912 135 960 256 887 218 669 488 181 428 133 1777 167 111 200 98 102
is_linear=0
shrinkage=0.0995203


Tree=3238
num_leaves=13
num_cat=0
split_feature=26 6 19 18 26 18 2 5 5 19 26 1
split_gain=0.0176478 0.0281815 0.0151937 0.0209338 0.0407594 0.0254213 0.01926 0.0367948 0.043571 0.0354533 0.0411574 0.0197859
threshold=-0.16205499999999998 -0.067359999999999989 -0.031244999999999998 -0.227635 0.095385000000000011 -0.15202999999999997 -0.079739999999999991 -0.09583499999999999 -0.087699999999999986 0.11368500000000002 0.084685000000000024 0.41897000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 9 11 -9 10 -7 -8
right_child=2 -3 3 5 -6 6 7 8 -10 -11 -12 -13
leaf_value=-0.00025060035715372312 -0.00143738770888809 0.0022467943082573783 0.0027900533683368777 -0.0020651426409492185 -0.00092119828983590476 -0.0010282322578138343 -0.00086774284889296722 0.0027902368724102861 0.00039656568122974322 0.0021086189069300619 1.9939155517882308e-05 0.00035193814393566232
leaf_weight=90 75 88 72 61 49 559 353 82 950 61 1099 209
leaf_count=90 75 88 72 61 49 559 353 82 950 61 1099 209
internal_value=0 0.000979468 -3.5815e-05 -5.50409e-06 0.00128038 -5.18619e-05 -1.45456e-05 0.000234377 0.000587554 -0.000245844 -0.000332961 -0.000412704
internal_weight=0 178 3570 3495 121 3374 3313 1594 1032 1719 1658 562
internal_count=3748 178 3570 3495 121 3374 3313 1594 1032 1719 1658 562
is_linear=0
shrinkage=0.0995203


Tree=3239
num_leaves=13
num_cat=0
split_feature=26 6 25 10 0 0 11 9 9 26 3 9
split_gain=0.0142944 0.0228659 0.0189604 0.0156297 0.0172823 0.0434618 0.0336491 0.0444688 0.0278336 0.0183518 0.0814004 0.047281
threshold=-0.16205499999999998 -0.067359999999999989 0.096120000000000025 0.090005000000000016 -0.044789999999999996 -0.050494999999999991 -0.085754999999999984 -0.078344999999999984 0.10371500000000002 0.086365000000000011 0.083815000000000014 0.10199500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 9 -6 -8 -9 11 -11 -2
right_child=2 -3 -4 -5 6 -7 7 8 -10 10 -12 -13
leaf_value=-0.00022566062865807523 -0.00019399742207352528 0.0020231928209307592 0.0017215184305941771 -0.0016418209739670145 -0.0019790577678309045 -0.0029708741740686927 0.0033309083423472222 1.0910729861310246e-05 0.00265955171548134 0.0035830452811849889 1.2926843457582679e-05 -0.002765491323653526
leaf_weight=90 1297 88 60 61 46 52 61 274 46 66 1532 75
leaf_count=90 1297 88 60 61 46 52 61 274 46 66 1532 75
internal_value=0 0.000881533 -3.2205e-05 -6.24165e-05 -3.42453e-05 -0.000118209 0.000558071 0.00086654 0.000394211 -6.79875e-05 0.000160891 -0.000335164
internal_weight=0 178 3570 3510 3449 3022 427 381 320 2970 1598 1372
internal_count=3748 178 3570 3510 3449 3022 427 381 320 2970 1598 1372
is_linear=0
shrinkage=0.0995203


Tree=3240
num_leaves=35
num_cat=0
split_feature=0 0 9 9 17 17 5 0 17 1 20 8 3 0 1 1 1 1 3 4 18 1 17 17 9 0 17 17 9 1 4 2 2 8
split_gain=0.0160924 0.0802346 0.0851735 0.0982634 0.0622682 0.115763 0.0734674 0.0531248 0.0594183 0.103703 0.0802731 0.057949 0.0491684 0.0228271 0.0195144 0.060012 0.0543561 0.042849 0.030353 0.0336953 0.021859 0.0361269 0.0347548 0.0479074 0.0387518 0.0341819 0.0150354 0.0330064 0.0223934 0.0201634 0.0302604 0.0188753 0.0153029 0.0197532
threshold=-0.085794999999999996 -0.08892499999999999 0.083795000000000022 0.084380000000000024 -0.019465 -0.0064000000000000003 -0.088935 -0.082794999999999994 0.0031350000000000006 -0.050379999999999994 -0.01137 -0.085165000000000005 0.08622500000000001 -0.090124999999999997 -0.083284999999999984 -0.080689999999999998 -0.086814999999999989 -0.078729999999999994 0.16149500000000003 0.13364000000000004 -0.077844999999999998 -0.10771499999999999 -0.12647999999999998 -0.16207999999999997 0.084755000000000011 0.12433000000000002 0.016900000000000005 0.060860000000000011 0.10892000000000003 -0.047889999999999995 0.084755000000000025 -0.082830000000000001 -0.082830000000000001 -0.094139999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -5 -6 -7 8 10 -10 -2 12 -12 26 16 -16 20 -17 19 -19 22 25 23 -9 -24 -22 28 -28 29 31 -31 -1 -29 -34
right_child=7 2 3 4 5 6 -8 14 9 -11 11 -13 -14 -15 15 17 -18 18 -20 -21 21 -23 24 -25 -26 -27 27 32 -30 30 -32 -33 33 -35
leaf_value=0.00029802058196793795 -0.0030814883900008349 0.0053561977174123752 -0.0032949621759201164 -0.00068738035890735427 0.006820247258943409 -0.001408381391928036 0.0036182944229591948 -0.0009008919369026798 -0.0067637349422372045 -0.00064879756202435707 -0.0031890294874519069 0.0027356886212352967 0.0012633700691500004 -0.0022234314462070276 0.0031436925098705815 -0.0028147741330682573 -0.0037688785402821162 0.00015950220545753435 -0.0018800454123372179 0.0026149135720829201 -0.0010013407476391269 0.0026034847361484717 -0.00034006554256675825 0.002760176168977487 -0.0035320894426814566 0.0013545048597466572 -0.002682946170372325 -0.0015573075453411392 -0.001568117448060525 0.001224708892387292 -0.00016280670988893088 -0.0022985836014311244 0.0013466850364280336 -0.00061460477218357775
leaf_weight=56 82 49 47 75 49 59 56 121 48 65 48 77 50 54 65 50 46 918 67 59 167 58 78 50 74 96 66 63 72 294 329 54 88 120
leaf_count=56 82 49 47 75 49 59 56 121 48 65 48 77 50 54 65 50 46 918 67 59 167 58 78 50 74 96 66 63 72 294 329 54 88 120
internal_value=0 0.000157631 0.00151923 0.00085898 0.00167929 0.0027666 0.00103227 -0.000261615 -0.00135024 -0.00325354 -0.000510196 0.000689961 -0.000909044 -0.000223067 -4.33291e-05 0.000205644 -0.000462718 3.03313e-05 0.000167375 0.00030862 -0.000225292 0.000354551 -0.000804079 0.000164809 -0.00189946 -0.0001383 -0.000127762 -0.000686195 0.000105 0.000270461 0.000490662 -0.000969234 -0.000196881 0.000211236
internal_weight=0 1531 335 286 239 164 115 2219 370 113 257 175 98 1196 1849 1159 690 1094 1044 977 644 321 323 171 152 263 1142 337 805 733 623 110 271 208
internal_count=3750 1531 335 286 239 164 115 2219 370 113 257 175 98 1196 1849 1159 690 1094 1044 977 644 321 323 171 152 263 1142 337 805 733 623 110 271 208
is_linear=0
shrinkage=0.0995203


Tree=3241
num_leaves=13
num_cat=0
split_feature=26 20 9 9 4 4 9 6 1 20 5 1
split_gain=0.0135819 0.0319683 0.0319422 0.0145713 0.0396172 0.019124 0.0148066 0.0207106 0.0251268 0.0182474 0.0229686 0.0227124
threshold=0.15222000000000005 -0.065649999999999986 0.11408000000000003 -0.26414499999999996 0.14039500000000002 0.13491500000000003 -0.02614 -0.42102499999999998 0.066150000000000028 -0.073489999999999986 -0.047864999999999998 0.043640000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 9 -8 -9 10 -5 -11
right_child=1 2 -4 4 -6 -7 7 8 -10 11 -12 -13
leaf_value=-0.0015117493292753591 -0.001181434286025026 0.0038214718257381548 0.00013313669374152195 -0.0021391571029257309 0.001982176671861271 -0.0018226358583933056 -0.0018434998332254109 -0.00023785717031005887 0.00066299638409989328 0.0001061165025226492 0.00085682118024405364 0.0023356406407721818
leaf_weight=73 49 46 48 46 89 66 72 2676 346 96 56 87
leaf_count=73 49 46 48 46 89 66 72 2676 346 96 56 87
internal_value=0 0.000869147 0.00194678 -0.000119294 -9.02986e-05 -0.000144078 -0.000111049 -0.00017448 -0.000134444 0.000574692 -0.000486281 0.00117053
internal_weight=0 143 94 3607 3534 3445 3379 3094 3022 285 102 183
internal_count=3750 143 94 3607 3534 3445 3379 3094 3022 285 102 183
is_linear=0
shrinkage=0.0995203


Tree=3242
num_leaves=29
num_cat=0
split_feature=38 0 0 0 3 3 3 1 3 17 17 0 5 8 8 5 0 2 8 3 8 0 17 2 0 17 17 21
split_gain=0.0140058 0.0142894 0.0675436 0.0392236 0.0543469 0.152118 0.100352 0.0541839 0.106704 0.0234706 0.0374004 0.0233485 0.134504 0.16672 0.093796 0.0536387 0.0229284 0.0227096 0.0518516 0.050071 0.044642 0.0408582 0.0189389 0.0180645 0.0174107 0.0167871 0.0231849 0.0228169
threshold=-0.082614999999999994 -0.085794999999999996 -0.086474999999999996 -0.082794999999999994 0.089165000000000022 0.08785500000000003 0.092200000000000018 -0.082635 0.08666500000000002 0.021725000000000005 0.00079000000000000023 -0.08892499999999999 -0.011514999999999999 -0.086304999999999993 -0.084044999999999995 -0.078739999999999991 0.12512500000000001 -0.069129999999999983 -0.082739999999999994 0.10293500000000001 -0.051259999999999993 -0.080674999999999983 -0.065699999999999995 -0.082484999999999989 -0.090124999999999997 0.016900000000000005 0.060860000000000011 0.089665000000000022
decision_type=2 2 2 2 2 2 2 2 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 7 -6 22 -9 10 16 24 14 -14 15 -13 23 18 -11 -19 -21 -20 -3 -5 25 27 -27 -2
right_child=1 3 -4 9 6 -7 -8 8 -10 17 -12 12 13 -15 -16 -17 -18 19 21 20 -22 -23 -24 -25 -26 26 -28 -29
leaf_value=0.0014341895614149174 0.00056337687308066298 -0.00010524959065939369 0.0029321118887934016 0.00037118938721842281 0.0040579097661911957 -0.0057637294331339744 -0.0024069602420578513 -0.0055701708810879944 0.00077575727528651761 0.0039151530789082378 -0.0029593631852464254 0.0031308346790312859 0.0022778176597343428 -0.0058925092933230653 0.0059915793828913527 -0.0015206246327831444 -0.0018471566176488793 -0.0028642998936928414 -0.0022181544365970432 0.0022303344421836417 -0.0015078256089104273 0.0010637264497530912 0.0026911653811030269 -0.0004121986528274579 -0.0019706637053427132 -0.0023887384712035944 -0.00030111745032939112 -0.00052029474007422502
leaf_weight=60 475 49 81 512 48 74 47 47 59 52 50 50 47 52 55 48 77 55 46 78 53 203 46 676 53 66 268 323
leaf_count=60 475 49 81 512 48 74 47 47 59 52 50 50 47 52 55 48 77 55 46 78 53 203 46 676 53 66 268 323
internal_value=0 -9.79729e-05 0.000135933 -0.000261826 -0.00119529 -0.00190512 0.000850884 -0.000480465 -0.00203028 -6.97066e-05 -0.000288681 -2.11104e-05 0.000848158 -0.0020054 0.00269993 0.000844216 -0.000182473 0.000519888 0.00105478 -0.000341319 0.0007117 0.000454147 0.00124019 -7.38878e-05 -0.000206658 -0.000123345 -0.000716093 0.000123722
internal_weight=0 3690 1518 2172 370 275 95 201 106 1802 1315 1437 252 99 153 98 1265 487 301 186 131 249 95 1188 1185 1132 334 798
internal_count=3750 3690 1518 2172 370 275 95 201 106 1802 1315 1437 252 99 153 98 1265 487 301 186 131 249 95 1188 1185 1132 334 798
is_linear=0
shrinkage=0.0995203


Tree=3243
num_leaves=31
num_cat=0
split_feature=24 0 0 0 3 3 3 18 6 6 0 1 18 3 6 6 1 6 1 3 1 0 2 1 3 1 0 18 0 1
split_gain=0.0134605 0.0135999 0.0521043 0.0349742 0.0429674 0.12334 0.0834893 0.0546118 0.103676 0.0330327 0.0176481 0.102204 0.10171 0.0524585 0.022121 0.076657 0.0359639 0.0499755 0.0311715 0.0249828 0.0158279 0.0513483 0.182189 0.0443467 0.0414144 0.0670148 0.0424513 0.0175561 0.030224 0.0288748
threshold=0.10415500000000003 -0.085794999999999996 -0.086474999999999996 -0.082794999999999994 0.089165000000000022 0.08785500000000003 0.092200000000000018 -0.0095499999999999977 0.086100000000000024 0.08785500000000003 -0.08892499999999999 -0.0017949999999999999 -0.018864999999999996 0.085730000000000015 -0.092434999999999989 -0.088734999999999994 0.067120000000000027 -0.10032499999999998 0.005935000000000001 0.093835000000000016 -0.083284999999999984 -0.081424999999999984 -0.082275000000000001 -0.086814999999999989 0.087825000000000028 -0.0040349999999999995 -0.080204999999999985 -0.077844999999999998 -0.079564999999999983 -0.090104999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 7 -6 8 -3 -9 14 12 -12 -14 16 -16 17 -1 -17 -18 23 22 -22 27 25 -23 -26 29 -29 -5
right_child=-2 3 -4 20 6 -7 -8 9 -10 -11 11 -13 13 -15 15 18 19 -19 -20 -21 21 24 -24 -25 26 -27 -28 28 -30 -31
leaf_value=8.0565817229112641e-05 -0.0017223059995383559 0.00081153271983432963 0.0026403073324428113 -0.000268508541593948 0.0036540658794100792 -0.005190121755203999 -0.002274766941697294 -0.00045240401742645785 -0.0055544501340987424 0.0031812342890681126 -0.0044334800208459769 0.0042389184407158782 0.0022454751886856771 -0.0018223484266603053 -0.0036180725498787627 -0.00077151615647356043 -0.0020750737247759708 0.0027131831955841588 0.00081010304288229998 4.6219444389002362e-05 -0.0027156736414138184 0.0045873756269446996 0.0051793201041223542 -0.0033906661035069596 -0.0026404748926901716 -0.00037230759398988045 -5.4531569603676729e-05 0.0026460599528477101 -7.2638227373624125e-05 -0.0027776673143705545
leaf_weight=193 48 56 81 267 48 74 46 53 46 46 46 64 98 46 71 303 73 114 208 220 47 48 75 46 68 61 845 48 256 55
leaf_count=193 48 56 81 267 48 74 46 53 46 46 46 64 98 46 71 303 73 114 208 220 47 48 75 46 68 61 845 48 256 55
internal_value=0 -4.42977e-05 0.000184345 -0.000203414 -0.00108676 -0.00171552 0.000744014 -0.000432244 -0.00205138 0.00122768 4.52423e-05 0.00079827 -0.000356377 0.000940346 -0.000115883 -0.000553524 0.000307264 0.00106082 -0.000126124 -0.0004795 -2.34741e-05 0.000201231 0.0021311 -0.000407226 -2.83432e-05 0.00180426 -0.000248029 -0.000186688 0.000353937 -0.000699634
internal_weight=0 3702 1517 2185 369 275 94 201 102 99 1436 254 190 144 1182 582 600 307 511 293 1816 1144 122 672 1022 109 913 626 304 322
internal_count=3750 3702 1517 2185 369 275 94 201 102 99 1436 254 190 144 1182 582 600 307 511 293 1816 1144 122 672 1022 109 913 626 304 322
is_linear=0
shrinkage=0.0995203


Tree=3244
num_leaves=29
num_cat=0
split_feature=5 9 20 20 2 2 20 20 3 18 3 2 21 17 26 5 9 9 18 9 9 17 2 6 2 20 6 26
split_gain=0.0410187 0.0597473 0.0241605 0.0505846 0.0414674 0.124811 0.0809792 0.0407853 0.038144 0.0727601 0.0593087 0.0369794 0.038192 0.0271169 0.0218632 0.100306 0.132653 0.053065 0.0413526 0.0291128 0.0983448 0.0451116 0.138088 0.0367579 0.0281347 0.0216636 0.051579 0.0215553
threshold=-0.5087799999999999 0.090255000000000016 -0.058504999999999995 -0.044334999999999999 -0.082644999999999982 -0.081734999999999988 -0.083970000000000003 -0.088334999999999983 0.091065000000000021 0.088635000000000019 0.086605000000000029 -0.079954999999999984 0.098250000000000018 -0.088734999999999994 0.11275500000000002 -0.079124999999999987 0.094565000000000024 0.094685000000000033 0.11061000000000003 0.085075000000000026 0.084715000000000026 0.0065250000000000013 -0.082904999999999993 0.089165000000000022 -0.083344999999999989 -0.048779999999999997 -0.13578499999999999 0.081750000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 4 -4 6 -6 7 13 9 10 -7 -10 -13 -2 19 16 -16 -17 -19 20 23 24 -23 -5 -21 -1 -27 -15
right_child=2 -3 3 14 5 8 -8 -9 11 -11 -12 12 -14 27 15 17 -18 18 -20 21 -22 22 -24 -25 -26 26 -28 -29
leaf_value=0.00080375481488219997 -0.0022209180103211642 -0.0045809706416801771 -0.0029419142879526738 -0.00031762622971146252 0.0048833619177714206 1.3693335914727263e-06 -0.0031799571617609104 0.0021307405247599533 0.0035133734658439968 0.0020043983623186982 -0.0041584706291087955 -0.00035656187187969055 0.0015104989164224014 0.0014651523720931841 -0.0071815072705049129 0.0029828017262877181 8.8814657347755554e-05 -0.0027836881729994111 0.00084376681933705797 0.00045201995042566689 -0.004028657990310382 0.0055842577749839594 0.00037520004294468536 0.0023932050227094734 -0.0007185668770465089 0.00089249797105799282 -0.003625189250532302 -0.0010664646167698427
leaf_weight=68 61 47 65 752 67 67 86 85 47 63 68 218 215 73 49 56 50 54 73 422 70 60 318 53 392 47 53 61
leaf_count=68 61 47 65 752 67 67 86 85 47 63 68 218 215 73 49 56 50 54 73 422 70 60 318 53 392 47 53 61
internal_value=0 -0.00144195 -2.57227e-05 -0.000202695 0.000358069 0.000784659 -0.000508027 0.000309715 0.000378417 -0.000781667 -0.00208789 0.000858657 0.00056861 -0.000479868 -0.000126549 -0.000948594 -0.00350136 0.000427938 -0.00069217 -1.40012e-05 -0.00045031 0.000305589 0.0012042 -0.000138132 -0.000110697 -0.000558899 -0.00149369 0.000306591
internal_weight=0 215 3525 2414 1111 745 366 280 678 198 135 480 433 195 2349 282 99 183 127 2067 875 1192 378 805 814 168 100 134
internal_count=3740 215 3525 2414 1111 745 366 280 678 198 135 480 433 195 2349 282 99 183 127 2067 875 1192 378 805 814 168 100 134
is_linear=0
shrinkage=0.0995203


Tree=3245
num_leaves=30
num_cat=0
split_feature=5 20 6 3 6 9 17 18 3 3 6 6 9 6 17 17 2 6 18 18 2 3 20 2 3 9 3 2 5
split_gain=0.0332441 0.0518701 0.103261 0.0219103 0.0439696 0.042574 0.0763239 0.191856 0.0708968 0.0390363 0.0421206 0.102123 0.102838 0.0459721 0.0552185 0.0902384 0.0460512 0.0340009 0.0348683 0.0294397 0.0883548 0.0843396 0.0352686 0.0474475 0.0776631 0.026128 0.0260693 0.0318559 0.0192073
threshold=-0.5087799999999999 -0.048779999999999997 -0.13578499999999999 0.085505000000000012 0.089165000000000022 0.085765000000000022 -0.011809999999999999 -0.01137 0.084465000000000026 0.089395000000000016 -0.036009999999999993 -0.09416999999999999 0.086555000000000021 -0.01146 -0.13530499999999998 -0.092124999999999999 -0.086304999999999993 0.086655000000000024 -0.086064999999999989 0.022040000000000008 -0.080874999999999989 0.092115000000000016 -0.15398499999999998 0.0040650000000000018 0.10892000000000003 0.088510000000000019 0.090835000000000013 -0.078244999999999995 0.052820000000000013
decision_type=2 2 2 2 2 2 2 2 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 6 17 -8 -9 10 11 -5 -13 -12 16 -16 -15 18 -2 22 21 -21 -11 25 -25 -24 -22 -28 -23
right_child=3 2 -4 9 -6 -7 7 8 -10 19 13 12 -14 14 15 -17 -18 -19 -20 20 26 28 23 24 -26 -27 27 -29 -30
leaf_value=0.00058739712783258396 0.00088853424403760128 0.00030828938760779341 -0.0053130357372097817 -0.00042476175710524141 0.0020597744641955833 0.0012025299685380455 -0.0071038278364876639 0.00067511911154575219 -0.0035766145583873126 0.0025302476146068275 -0.0027012014245153351 0.0074386992561785983 0.0010634523114513275 0.0005670635088450835 -0.0041059072603155449 0.00056632492581325678 0.004926857783227696 0.002354054660834362 -0.0015452215794670152 -0.0060863676874912294 0.0021645866188063087 0.00015908232695296425 0.0010175630336215599 -0.0042315753907422966 -0.00012393422539890684 -1.985673396547311e-05 0.0019407844939711284 -0.00059531075262805107 -0.0025951183710031726
leaf_weight=86 100 63 66 91 59 91 64 117 58 58 47 49 52 50 46 372 47 49 139 51 48 54 338 64 160 828 56 391 46
leaf_count=86 100 63 66 91 59 91 64 117 58 58 47 49 52 50 46 372 47 49 139 51 48 54 338 64 160 828 56 391 46
internal_value=0 -0.00129807 -0.00256139 -2.30703e-05 -0.000532158 -0.000780932 -0.00112498 -0.00243975 -0.00072935 9.76578e-05 0.000711832 0.00198512 0.0041645 0.000275374 0.000548612 5.0197e-05 0.00268798 -3.10638e-05 -0.000523489 -0.000123101 -0.000681972 -0.00278934 0.000125664 2.474e-05 -0.0013012 0.000280168 -3.74646e-05 -0.000275758 -0.00109966
internal_weight=0 215 129 3525 677 618 527 239 175 2848 754 192 101 562 515 418 97 288 239 2094 646 151 1448 1390 224 1166 495 447 100
internal_count=3740 215 129 3525 677 618 527 239 175 2848 754 192 101 562 515 418 97 288 239 2094 646 151 1448 1390 224 1166 495 447 100
is_linear=0
shrinkage=0.0995203


Tree=3246
num_leaves=11
num_cat=0
split_feature=22 11 0 7 1 1 5 0 2 5
split_gain=0.0338582 0.0286444 0.0158813 0.0184659 0.0140244 0.0361161 0.0547894 0.0348173 0.0213927 0.0100826
threshold=0.13160500000000006 0.092640000000000014 -0.23998999999999998 -0.07553 0.50462500000000021 0.27552000000000004 -0.52356999999999998 -0.22163999999999998 0.0066850000000000008 -0.46834999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 -5 9 -6
right_child=-2 -3 3 4 8 6 -8 -9 -10 -11
leaf_value=-0.0016089521639278924 -0.0025158543022862161 -0.0023920030761869892 0.0017874095609237311 -0.0019744685100337787 -0.00098692888002922417 -0.00023045733932672676 0.0043202972978501012 2.1321720856851991e-05 -0.0022847203287771093 0.0010524159078875088
leaf_weight=61 56 51 57 89 48 57 48 3158 67 48
leaf_count=61 56 51 57 89 48 57 48 3158 67 48
internal_value=0 -4.97185e-05 -1.66122e-05 1.03515e-05 -1.82328e-05 2.53657e-05 0.00184209 -3.31306e-05 -0.000919834 2.42162e-05
internal_weight=0 3684 3633 3572 3515 3352 105 3247 163 96
internal_count=3740 3684 3633 3572 3515 3352 105 3247 163 96
is_linear=0
shrinkage=0.0995203


Tree=3247
num_leaves=24
num_cat=0
split_feature=20 26 3 4 4 0 27 1 2 3 0 3 4 17 17 26 1 1 0 5 26 3 4
split_gain=0.0262897 0.0686036 0.0243575 0.031303 0.0676892 0.0385571 0.0495321 0.0364385 0.0354927 0.0346177 0.0316242 0.0297551 0.0353968 0.0291822 0.195904 0.153631 0.131487 0.0476932 0.045694 0.0494796 0.0402012 0.0209974 0.0160977
threshold=0.096815000000000026 0.097315000000000026 0.085035000000000013 0.079225000000000018 0.085720000000000018 -0.13752999999999999 -0.015455 0.10539000000000003 -0.07725499999999999 0.090905000000000027 -0.082494999999999999 0.10341500000000002 0.10575500000000003 -0.011809999999999999 -0.0082649999999999998 0.087625000000000022 -0.082195000000000004 -0.0032650000000000001 -0.086414999999999992 -0.0031649999999999998 0.084165000000000031 0.12015500000000003 0.08167000000000002
decision_type=2 2 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 13 5 -5 -4 -7 10 -9 -6 -8 -11 -13 18 -15 16 -16 -18 20 -20 -1 22 -2
right_child=1 -3 3 4 9 6 7 8 -10 11 -12 12 -14 14 15 -17 17 -19 19 -21 -22 -23 -24
leaf_value=0.00038293194280971375 0.0018130307935815852 -0.0045471332232982367 0.0031219975430544682 -0.0033957374492414785 0.0020776371247820807 0.0034336997677395361 0.00076724586956601864 0 -0.0032450740326279764 -0.0022007131686087133 -5.3454683492469538e-05 0.0014362753325274002 -0.00054275725163120496 -0.0071719222866248149 -0.0054073645159080095 0.004281527103902746 0.0027245636688417291 -0.0010675831497355024 0.0028057391366197856 -0.00050641680232762826 -0.0032519014030423761 -0.0015933755339862306 -0.00054648539870109122
leaf_weight=62 55 46 47 70 63 47 777 77 59 77 1154 115 403 47 60 59 47 109 89 89 58 71 59
leaf_count=62 55 46 47 70 63 47 777 77 59 77 1154 115 403 47 60 59 47 109 89 89 58 71 59
internal_value=0 -0.00110668 -1.03278e-05 0.000110902 -0.000453056 0.000301267 0.000238167 0.00016511 -0.00140841 -0.000138761 0.000276357 -0.000374814 -0.000101816 -0.000576538 -0.00123362 -0.000215728 -0.00144794 6.96755e-05 0.000130713 0.00114506 -0.00136708 -0.000246787 0.000584697
internal_weight=0 231 3509 2889 728 2161 2114 2067 136 658 1931 595 518 620 322 275 216 156 298 178 120 185 114
internal_count=3740 231 3509 2889 728 2161 2114 2067 136 658 1931 595 518 620 322 275 216 156 298 178 120 185 114
is_linear=0
shrinkage=0.0995203


Tree=3248
num_leaves=18
num_cat=0
split_feature=2 2 17 17 5 21 4 21 3 4 3 3 21 29 9 3 26
split_gain=0.0284588 0.0298978 0.0202396 0.0873471 0.0613634 0.036696 0.0502836 0.0333937 0.0329178 0.0583372 0.0459328 0.0261172 0.0201746 0.0214579 0.0308457 0.0244353 0.0156097
threshold=-0.011474999999999999 -0.01504 -0.088525000000000006 -0.05543 0.030400000000000007 0.095375000000000029 0.10404000000000002 0.084670000000000009 0.10726500000000001 0.11325500000000004 0.082130000000000022 0.099655000000000021 0.13922500000000004 1.0000000180025095e-35 -0.076039999999999983 0.13640000000000005 -0.025024999999999999
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 -2 7 -7 8 10 -10 -5 -6 13 14 -1 16 -16
right_child=2 -3 3 5 11 6 -8 -9 9 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=0.0024514677794925757 -0.0032309277515982873 -0.0025494555381123333 0.0037793467350760467 0.0015852366084062519 0.0024911487349298786 -0.0032585684820273693 0.00065620115221240254 0.003076446792609789 0.0041079762587107015 0.00017145843566848654 -0.0021783982454596147 -0.00026050728330564044 0.0016029916110214576 -0.0020264463962130111 -0.00067841403850506623 -0.0023174204180201907 5.9908234134756467e-05
leaf_weight=49 51 47 89 53 55 57 75 59 54 122 81 89 74 54 322 47 2373
leaf_count=49 51 47 89 53 55 57 75 59 54 122 81 89 74 54 322 47 2373
internal_value=0 -5.92432e-05 0.000614463 0.00090529 -0.000261279 0.000393095 -0.00102807 0.000903696 0.000487531 0.00138391 -0.000683687 0.000784788 -1.88668e-05 -6.13399e-05 -2.30259e-05 -6.75441e-05 -2.80031e-05
internal_weight=0 2966 785 590 195 501 132 369 310 176 134 144 2919 2845 2791 2742 2695
internal_count=3751 2966 785 590 195 501 132 369 310 176 134 144 2919 2845 2791 2742 2695
is_linear=0
shrinkage=0.0995203


Tree=3249
num_leaves=19
num_cat=0
split_feature=2 1 1 3 9 3 1 4 4 26 26 26 17 9 3 9 4 4
split_gain=0.0235193 0.0273469 0.062458 0.0538653 0.0447069 0.0357423 0.0201504 0.0188898 0.022305 0.017485 0.0304974 0.0215551 0.0284592 0.0159519 0.0387397 0.0322877 0.0292148 0.0136269
threshold=0.09556000000000002 0.00039500000000000011 0.10637500000000003 0.099655000000000021 -0.25326499999999996 0.11926500000000002 0.41165000000000013 0.13707500000000003 0.12988000000000002 0.095150000000000026 0.096275000000000013 0.097315000000000026 -0.036600000000000001 -0.093949999999999992 0.10174000000000002 -0.082514999999999991 0.086380000000000026 0.11374000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 -2 -4 -5 -6 8 9 13 -11 -12 -13 14 -1 -15 -17 -8
right_child=1 2 4 5 6 -7 17 -9 -10 10 11 12 -14 15 -16 16 -18 -19
leaf_value=-0.0032610805893253762 0.003860795785929818 -0.0020910593520707356 -0.0015569118230314212 -0.001052664056857175 0.0037269457290451894 0.0021795208082061165 -3.8868666440446971e-05 -0.0015619730296490498 0.0020597622095365592 0.0024899156582672928 -0.0017509486463930942 -0.00057013140264336145 0.00087957658380105608 0.0018979323831016623 0.00064808842036212695 -2.4035746560657942e-05 -0.0010992333499179963 0.0023664364482311453
leaf_weight=52 69 89 46 73 46 63 46 77 52 64 51 204 389 78 48 1971 287 46
leaf_count=52 69 89 46 73 46 63 46 77 52 64 51 204 389 78 48 1971 287 46
internal_value=0 0.00072558 7.01401e-05 0.00159444 0.00111995 0.000438579 0.00201817 -2.15531e-05 1.53035e-05 -1.82503e-05 0.000416788 0.000209492 0.000379477 -0.000145026 -0.00137649 -9.19588e-05 -0.00016106 0.00115489
internal_weight=0 478 273 205 184 136 138 3273 3196 3144 708 644 593 2436 100 2336 2258 92
internal_count=3751 478 273 205 184 136 138 3273 3196 3144 708 644 593 2436 100 2336 2258 92
is_linear=0
shrinkage=0.0995203


Tree=3250
num_leaves=23
num_cat=0
split_feature=2 2 6 3 3 21 4 3 17 2 2 3 27 17 17 0 21 4 21 20 5 4
split_gain=0.0201669 0.0242592 0.0180417 0.0319479 0.106298 0.0421418 0.0421604 0.0369322 0.0307858 0.0281084 0.0234071 0.0348198 0.0254155 0.0174101 0.0735238 0.0517681 0.0297795 0.0392755 0.0295123 0.0271483 0.0299507 0.0165607
threshold=-0.011474999999999999 -0.01504 -0.092579999999999996 0.094285000000000022 0.091475000000000015 0.10068500000000002 0.10947000000000003 0.087925000000000017 -0.015100000000000001 -0.037414999999999997 -0.054390000000000001 0.12870500000000004 0.08427500000000003 -0.088525000000000006 -0.05543 -0.100285 0.095375000000000029 0.10404000000000002 0.084670000000000009 -0.062769999999999992 -0.50749999999999995 0.086205000000000018
decision_type=2 2 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 -5 8 -1 10 11 12 -4 15 -15 -2 18 -18 19 -16 -21 -17
right_child=13 -3 9 5 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 16 21 17 -19 -20 20 -22 -23
leaf_value=0.0018168161009993464 -0.0027623813610129565 -0.0022955154338766986 7.3909466478426524e-05 -0.0041385837890817404 0.0044647540545849421 0.00018573473234478579 -0.00051139643309798684 -0.0027377464489595099 -0.00097951773805059553 0.0021221602251063564 -0.0017397560201195105 0.002248754063895647 -0.0022899228647840068 0.0034213572376360253 -0.0018425665381395064 -0.00044117039693790876 -0.002936919085446796 0.00052170874437975246 0.0028169596264597621 0.0030836776410659628 0.00028318812766556088 0.0017584674402022912
leaf_weight=62 59 47 2163 75 47 91 56 65 105 66 71 72 46 89 46 61 57 75 59 46 218 75
leaf_count=62 59 47 2163 75 47 91 56 65 105 66 71 72 46 89 46 61 57 75 59 46 218 75
internal_value=0 -5.23791e-05 -1.5981e-05 -0.000559775 0.000146468 -0.00145104 -0.00259428 -0.000724829 5.37404e-05 9.63523e-05 3.91576e-05 9.48882e-05 2.43146e-05 0.00051473 0.000784557 -0.000297471 0.000314509 -0.000965588 0.000774649 0.00038331 0.000774254 0.000765846
internal_weight=0 2966 2919 501 279 222 131 232 167 2418 2352 2281 2209 785 590 195 501 132 369 310 264 136
internal_count=3751 2966 2919 501 279 222 131 232 167 2418 2352 2281 2209 785 590 195 501 132 369 310 264 136
is_linear=0
shrinkage=0.0995203


Tree=3251
num_leaves=12
num_cat=0
split_feature=8 6 17 20 17 8 21 11 1 1 17
split_gain=0.021026 0.032779 0.0483954 0.0384669 0.0173224 0.0142525 0.0138877 0.0138805 0.0155058 0.0332262 0.0124593
threshold=0.095985000000000015 -0.099455000000000002 -0.27561999999999998 -0.075604999999999992 -0.54752499999999993 0.079450000000000021 -0.118135 -0.23394000000000001 -0.50954999999999984 -0.37983499999999998 0.41435500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 6 -1 -8 -9 -10 -11
right_child=1 2 3 -5 -6 -7 7 8 9 10 -12
leaf_value=0.0017649343110536452 -0.0027920623714713052 -0.00025455869208936731 -0.00044425592459108193 0.0034332477496215145 -0.0027456211983760965 0.0017465655416345907 0.0014842196194738313 -0.0012556147047901702 0.0019577324631874595 8.535999136186507e-05 -0.00066509282867285835
leaf_weight=49 62 52 53 48 61 53 68 88 91 2889 237
leaf_count=49 62 52 53 48 61 53 68 88 91 2889 237
internal_value=0 -0.000776141 -0.000188263 0.00139041 -0.00160654 0.000126116 0.000100779 7.63607e-05 4.71464e-05 8.30375e-05 2.8202e-05
internal_weight=0 276 214 101 113 3475 3422 3373 3305 3217 3126
internal_count=3751 276 214 101 113 3475 3422 3373 3305 3217 3126
is_linear=0
shrinkage=0.0995203


Tree=3252
num_leaves=13
num_cat=0
split_feature=6 26 28 9 9 5 6 6 0 9 2 9
split_gain=0.0521894 0.037754 0.0187456 0.0170421 0.0330276 0.0477666 0.0322838 0.0348353 0.0324745 0.0248613 0.111394 0.0427105
threshold=0.23663500000000004 0.40795000000000009 0.079615000000000019 0.095950000000000021 0.094085000000000016 0.054660000000000007 0.12638500000000005 0.10737000000000003 0.019150000000000004 0.092855000000000021 -0.080644999999999994 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -6 7 8 -5 11 -11 -1
right_child=-2 -3 -4 6 5 -7 -8 -9 -10 10 -12 -13
leaf_value=1.1782517538369559e-07 -0.0031087344323492815 0.0021269576034067018 -0.0016074217387449926 -8.1266031091747372e-05 0 0.0034421466414961883 0.0018834549868959191 -0.0029307574690376316 -0.0024765206313619149 -0.0050346895072326944 0.0012020059350630217 0.0013436971011663804
leaf_weight=2386 52 86 69 459 89 72 55 59 64 48 69 260
leaf_count=2386 52 86 69 459 89 72 55 59 64 48 69 260
internal_value=0 6.59691e-05 1.69157e-05 4.86197e-05 0.000150443 0.00153629 -0.000417491 -0.000636341 -0.000375941 6.93935e-05 -0.00134964 0.000132449
internal_weight=0 3716 3630 3561 2924 161 637 582 523 2763 117 2646
internal_count=3768 3716 3630 3561 2924 161 637 582 523 2763 117 2646
is_linear=0
shrinkage=0.0995203


Tree=3253
num_leaves=14
num_cat=0
split_feature=20 30 7 8 8 21 9 8 17 8 8 21 21
split_gain=0.0434039 0.0175025 0.0237709 0.0159105 0.0629304 0.0486052 0.0638614 0.039579 0.0384038 0.0394226 0.0369026 0.0342045 0.0191369
threshold=-0.40431 0.12577500000000003 0.096720000000000014 -0.046889999999999994 -0.0077949999999999998 0.09865500000000002 0.085945000000000021 -0.0032949999999999998 -0.53166999999999998 -0.081534999999999982 -0.053049999999999993 -0.032929999999999994 -0.085135000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 6 -5 -6 9 -2 12 -9 -10
right_child=1 -3 -4 4 7 -7 -8 11 10 -11 -12 -13 -14
leaf_value=-0.002781156396315424 -0.00015099156471727186 -0.0018468692340597849 0.0020671661994591654 0.00056303035474322466 -0.0026876251647176891 -0.00046310524587409079 0.0047553291435424921 -0.0016679482087532916 0.0012960874252957431 0.0035865699830020322 -0.0025626940658753936 0.00039927047440551923 -0.00015974206663887144
leaf_weight=54 55 47 59 65 51 59 82 89 93 56 62 720 2276
leaf_count=54 55 47 59 65 51 59 82 89 93 56 62 720 2276
internal_value=0 6.06655e-05 8.53377e-05 5.27028e-05 0.000375563 0.00193792 0.00290716 3.73287e-07 -8.23684e-05 0.00172725 -0.000165333 0.000170839 -0.000102245
internal_weight=0 3714 3667 3608 1066 206 147 860 2542 111 2431 809 2369
internal_count=3768 3714 3667 3608 1066 206 147 860 2542 111 2431 809 2369
is_linear=0
shrinkage=0.0995203


Tree=3254
num_leaves=10
num_cat=0
split_feature=6 26 20 9 0 4 1 0 0
split_gain=0.0374138 0.028592 0.0146044 0.0218736 0.0143452 0.05398 0.0328925 0.0196458 0.0358545
threshold=0.23663500000000004 0.40795000000000009 -0.23803499999999997 0.14805500000000002 0.11291000000000002 0.10343500000000001 -0.49837999999999999 0.048265000000000009 0.019150000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 8 -4
right_child=-2 -3 3 -5 5 -7 -8 -9 -10
leaf_value=0.0016846276149840714 -0.0026329732835682052 0.0018485661440434827 7.5966749966859703e-05 -0.0018064362338389419 0.0025531040974977348 -0.0030301399185411865 -0.0011649283481032853 0.0015515393412802619 -0.0022168511371607096
leaf_weight=51 52 86 3196 66 46 68 48 86 69
leaf_count=51 52 86 3196 66 46 68 48 86 69
internal_value=0 5.50065e-05 1.22889e-05 -1.13129e-05 2.21797e-05 -0.000892119 0.000645826 6.66247e-05 2.72613e-05
internal_weight=0 3716 3630 3579 3513 162 94 3351 3265
internal_count=3768 3716 3630 3579 3513 162 94 3351 3265
is_linear=0
shrinkage=0.0995203


Tree=3255
num_leaves=15
num_cat=0
split_feature=20 26 28 9 18 0 26 9 9 9 3 18 18 3
split_gain=0.0327603 0.0218066 0.0146016 0.0152772 0.0271056 0.0575786 0.0797572 0.0334301 0.042987 0.0259683 0.0468144 0.025376 0.0700138 0.0454588
threshold=-0.40431 0.40795000000000009 0.079615000000000019 0.095950000000000021 -0.080814999999999984 -0.052884999999999995 0.096535000000000024 0.097365000000000021 0.098720000000000016 0.094085000000000016 0.096595000000000028 -0.098315 -0.093649999999999997 0.11404500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 6 -5 -6 -9 11 -11 13 -13 -2
right_child=1 -3 -4 4 7 -7 -8 8 -10 10 -12 12 -14 -15
leaf_value=-0.0024173994060509947 -0.0013448051249966547 0.0016086285765425268 -0.0014196141505074683 -0.0001175947757037328 -0.0027788632849911339 -0.0022730670345794215 0.005026544137093779 0.002426686156054101 -0.00080245911220411844 -0.00045307615848733075 0.0029528815043757977 0.0030889640667262578 7.6575395611481187e-05 0.0019096185311133873
leaf_weight=54 251 87 69 81 71 48 47 46 358 74 86 79 2366 51
leaf_count=54 251 87 69 81 71 48 47 46 358 74 86 79 2366 51
internal_value=0 5.15111e-05 1.39352e-05 4.1966e-05 -0.00039348 0.000658966 0.00176487 -0.000785162 -0.000432758 0.000139762 0.00137251 6.76625e-05 0.000174243 -0.000792506
internal_weight=0 3714 3627 3558 651 176 128 475 404 2907 160 2747 2445 302
internal_count=3768 3714 3627 3558 651 176 128 475 404 2907 160 2747 2445 302
is_linear=0
shrinkage=0.0995203


Tree=3256
num_leaves=10
num_cat=0
split_feature=4 28 26 9 22 3 3 29 20
split_gain=0.0495644 0.01703 0.0188746 0.0320534 0.0276176 0.026031 0.0352175 0.0145726 0.0225745
threshold=0.14903500000000006 0.080375000000000016 -0.2382 0.11408000000000003 0.12975500000000004 0.11741000000000003 0.10214500000000003 0.0035350000000000004 -0.24910499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -5 8 -4
right_child=-2 -3 3 5 -6 -7 -8 -9 -10
leaf_value=-0.0015885890861525155 0.0025288015124610122 0.001318602961592542 0.0017150829771044752 0.002165435806329395 0.0019926813277503915 0.0025389126371559972 -0.0014634376163566805 -0.0015423373892782793 -0.00020155856282390547
leaf_weight=85 73 83 62 48 58 80 59 78 3117
leaf_count=85 73 83 62 48 58 80 59 78 3117
internal_value=0 -8.98875e-05 -0.000122707 -8.68935e-05 -0.000158622 0.00118027 0.000156818 -0.000197183 -0.000163921
internal_weight=0 3670 3587 3502 3315 187 107 3257 3179
internal_count=3743 3670 3587 3502 3315 187 107 3257 3179
is_linear=0
shrinkage=0.0995203


Tree=3257
num_leaves=20
num_cat=0
split_feature=7 26 0 20 18 18 3 9 26 2 18 0 2 2 9 3 9 3 2
split_gain=0.0428576 0.0157445 0.0315609 0.0365702 0.0327029 0.0615784 0.070403 0.050238 0.0299483 0.0486466 0.0211632 0.0440412 0.016863 0.111299 0.405484 0.0529467 0.0597884 0.0413812 0.032234
threshold=0.093110000000000012 0.10144500000000002 -0.10806499999999999 0.0033350000000000007 -0.080814999999999984 0.089505000000000015 0.093175000000000022 0.094435000000000033 0.097125000000000031 -0.073369999999999991 -0.40801999999999999 -0.067059999999999995 -0.087444999999999995 -0.085944999999999994 0.084115000000000009 0.08802500000000002 0.083325000000000024 0.089535000000000017 -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=1 8 -3 4 -4 6 -6 -7 10 -10 11 -1 15 14 -14 16 -12 -17 -15
right_child=-2 2 3 -5 5 7 -8 -9 9 -11 12 -13 13 18 -16 17 -18 -19 -20
leaf_value=-0.00080076732237279618 0.0023361610753811386 0.0028767638006605206 0.0027628729116304252 -0.0023461567988787989 -0.0043668681043900473 0.0032186255503671257 4.050827660298446e-05 0.00010233980261421147 -0.0041003325347156111 0.00032003497530037271 -0.00085823486462636609 0.0033258406407106599 -0.009360647219065309 0.0014951199065976451 0.00054916744518805031 -0.0032256206801709133 0.002391371041255275 -6.7610041798862831e-05 -0.00017788753115283935
leaf_weight=50 74 47 54 51 51 81 120 141 49 49 81 52 60 121 128 47 180 332 1975
leaf_count=50 74 47 54 51 51 81 120 141 49 49 81 52 60 121 128 47 180 332 1975
internal_value=0 -8.27306e-05 0.000410414 0.000176002 0.000465597 0.000147857 -0.00126919 0.00124305 -0.000169025 -0.0018818 -0.000113284 0.00129497 -0.000162689 -0.000289381 -0.00260919 0.000288161 0.00137974 -0.000461397 -8.09159e-05
internal_weight=0 3669 545 498 447 393 171 222 3124 98 3026 102 2924 2284 188 640 261 379 2096
internal_count=3743 3669 545 498 447 393 171 222 3124 98 3026 102 2924 2284 188 640 261 379 2096
is_linear=0
shrinkage=0.0995203


Tree=3258
num_leaves=18
num_cat=0
split_feature=23 21 17 17 21 17 9 6 17 17 17 17 6 5 17 9 17
split_gain=0.0448839 0.0135423 0.0273225 0.0234437 0.0234278 0.0658275 0.0284084 0.0768849 0.0404898 0.018457 0.160921 0.041458 0.0316666 0.0373013 0.0155869 0.096032 0.0232465
threshold=-0.068919999999999995 -0.085914999999999991 0.0041300000000000009 -0.0092949999999999994 -0.013044999999999999 0.0065250000000000013 0.084115000000000009 -0.011749999999999998 -0.017704999999999995 -0.011174999999999999 -0.015100000000000001 -0.0090649999999999984 0.12386500000000002 0.054660000000000007 -0.036600000000000001 0.088285000000000016 -0.043894999999999997
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 7 -3 -8 10 14 -11 13 -13 16 -16 -6
right_child=1 4 -4 -5 9 -7 8 -9 -10 11 -12 12 -14 -15 15 -17 -18
leaf_value=0.0030245048229448042 0.0012490010505471815 0.0017247432959055235 0.0027797062322344481 -0.0015470020521822084 -9.0853971288052827e-05 -0.0032595108035048852 0.0033409171855537088 -0.0036895148701580798 -0.00069800654629639423 0.0029711635231725476 -0.0052425895956610255 0.00014427788194249812 0.0024358168342615821 -0.0020651954891820049 -0.0013041236567476395 0.0037735479039170063 -0.0020931358463382311
leaf_weight=47 66 49 49 54 1380 87 47 55 51 52 62 1398 56 80 85 65 60
leaf_count=47 66 49 49 54 1380 87 47 55 51 52 62 1398 56 80 85 65 60
internal_value=0 -7.02511e-05 0.000799418 -2.37858e-06 -0.000112154 -0.000970808 1.08677e-05 -0.0011307 0.00123068 -3.52644e-05 -0.00026829 0.000206942 0.000112706 2.41313e-05 -7.38083e-05 0.000890744 -0.000174851
internal_weight=0 3696 169 120 3527 289 202 104 98 3238 1652 1586 1534 1478 1590 150 1440
internal_count=3743 3696 169 120 3527 289 202 104 98 3238 1652 1586 1534 1478 1590 150 1440
is_linear=0
shrinkage=0.0995203


Tree=3259
num_leaves=8
num_cat=0
split_feature=4 30 30 8 35 4 4
split_gain=0.0375575 0.0169062 0.0201724 0.0160005 0.0198698 0.0186122 0.0410597
threshold=0.14903500000000006 0.11290000000000001 0.096655000000000033 -0.51030999999999993 -0.084584999999999994 0.13584500000000002 0.12719000000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.0017263209498357525 0.002206820969493616 -0.0018048251624619143 0.0017329529768853557 -0.0021138894677961715 -6.3556350587564404e-05 0.0014757200010620313 -0.0027815345410875905
leaf_weight=48 73 55 62 48 3326 75 56
leaf_count=48 73 55 62 48 3326 75 56
internal_value=0 -7.27251e-05 -4.61458e-05 -7.74215e-05 -0.000102357 -7.41902e-05 -0.000108803
internal_weight=0 3670 3615 3553 3505 3457 3382
internal_count=3743 3670 3615 3553 3505 3457 3382
is_linear=0
shrinkage=0.0995203


Tree=3260
num_leaves=23
num_cat=0
split_feature=6 17 18 6 9 8 6 9 17 5 6 3 3 9 3 18 6 8 17 3 5 6
split_gain=0.0117704 0.0518601 0.0434852 0.0668253 0.0246278 0.0872029 0.121435 0.061032 0.0262619 0.0382154 0.0206267 0.014597 0.0855832 0.05042 0.0934615 0.0408925 0.0695932 0.128799 0.040147 0.0330434 0.019875 0.019081
threshold=0.094100000000000031 -0.45712999999999998 -0.077164999999999997 0.11056500000000001 0.09310000000000003 -0.072559999999999999 0.11690000000000002 0.08888500000000002 0.061900000000000018 -0.063819999999999988 0.092705000000000023 0.090595000000000023 0.091065000000000021 0.091750000000000012 0.08785500000000003 0.10786500000000003 0.088845000000000021 -0.085289999999999991 -0.0082649999999999998 0.091715000000000033 -0.54382499999999989 0.031195000000000007
decision_type=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 7 6 -6 -4 9 -7 11 13 -13 15 -15 16 18 -18 -1 -14 -21 -22
right_child=1 2 4 -5 5 8 -8 -9 -10 -11 -12 12 19 14 -16 -17 17 -19 -20 20 21 -23
leaf_value=-0.00030093092808306172 -0.0027939162929769444 0.0044335282134961226 0.0007324921404571128 -3.3029767372530853e-05 0.0059316643634042647 0.0015745495822507372 -0.00066045607709549288 -0.0034334156303281451 -0.002432555074598078 -0.0019256027240796298 -0.0018485140506712047 -0.0039931683961356183 0.001951845307258295 -0.00019037936356392383 0.0053519158425846787 0.0021763233478534517 0.00090523319697447706 -0.0042235360325939258 0.00091166903650622311 0.0017963230795972375 -0.0002265532636503043 -0.0021224331344242989
leaf_weight=719 47 67 89 65 60 76 51 57 56 52 65 59 72 73 51 80 89 106 433 46 1270 55
leaf_count=719 47 67 89 65 60 76 51 57 56 52 65 59 72 73 51 80 89 106 433 46 1270 55
internal_value=0 0.000380878 0.000642718 0.00222789 0.00016639 0.000691155 0.00289548 -0.000888317 -0.000634178 0.000146217 -9.38528e-05 -5.62269e-05 -0.000277556 0.000157582 0.00208251 -9.11185e-06 -0.000139515 -0.00187852 0.000154136 -0.000125069 -0.000234738 -0.000305868
internal_weight=0 620 573 132 441 295 111 146 184 128 3118 3053 1502 1551 124 1427 1347 195 1152 1443 1371 1325
internal_count=3738 620 573 132 441 295 111 146 184 128 3118 3053 1502 1551 124 1427 1347 195 1152 1443 1371 1325
is_linear=0
shrinkage=0.0995203


Tree=3261
num_leaves=18
num_cat=0
split_feature=20 20 1 1 1 26 1 8 17 17 5 8 8 5 8 5 5
split_gain=0.0117327 0.0108966 0.012264 0.0290613 0.0210547 0.0270901 0.0427176 0.0530832 0.0419469 0.0375463 0.027358 0.0210395 0.0356392 0.0395052 0.0192494 0.0347574 0.0343877
threshold=-0.41270499999999993 0.2959750000000001 -0.018369999999999997 -0.01538 -0.022844999999999997 0.090385000000000021 -0.052259999999999994 -0.069939999999999988 0.28919000000000006 -0.45791500000000002 -0.092239999999999989 -0.08595499999999999 -0.087129999999999999 -0.0086449999999999982 -0.071594999999999992 -0.015824999999999995 -0.080724999999999991
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 8 10 -8 9 -2 -7 12 13 -5 15 -13 -16
right_child=1 -3 3 11 -6 6 7 -9 -10 -11 -12 14 -14 -15 16 -17 -18
leaf_value=0.0015657588394243616 -0.001413182065442052 0.0014717002549705096 -0.0026407938717896433 -0.00035161396958299632 0.0019998489709417786 -0.0021169901509990557 0.0048297827683257593 0.0003732801696075012 -0.0028234732479672535 0.00015135960794567145 0.0004024716832350973 -5.5741699279046493e-05 0.0022887501105811328 0.002359922488568865 -0.00071122102126939819 -0.0019588934589577392 0.00072488544225631055
leaf_weight=46 181 47 49 417 57 46 48 60 59 943 582 192 78 61 402 190 280
leaf_count=46 181 47 49 417 57 46 48 60 59 943 582 192 78 61 402 190 280
internal_value=0 -3.33521e-05 -5.29834e-05 -0.000251766 0.000114501 5.80743e-05 0.000532476 0.00236153 -0.000236381 -9.98534e-05 0.000216621 -0.000179 0.000316286 -3.86827e-06 -0.000438584 -0.00100448 -0.000120417
internal_weight=0 3692 3645 1669 1976 1919 736 108 1183 1124 628 1620 556 478 1064 382 682
internal_count=3738 3692 3645 1669 1976 1919 736 108 1183 1124 628 1620 556 478 1064 382 682
is_linear=0
shrinkage=0.0995203


Tree=3262
num_leaves=10
num_cat=0
split_feature=27 26 27 26 26 17 26 26 26
split_gain=0.0111293 0.0187936 0.0168308 0.0149446 0.0182336 0.0454756 0.0158683 0.0104742 0.0147802
threshold=-0.032854999999999995 0.41344500000000012 -0.14624499999999999 0.15583500000000003 0.11991000000000003 0.0021900000000000005 0.11724000000000002 0.11326500000000002 0.093245000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 6 -6 7 8 -2
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00026139447072504165 -8.0485236959020303e-05 -0.0016315091666211116 0.0024165318995660436 0.0015368310550110938 0.00053038799824547457 -0.0031230723785551102 0.0015630997432506781 -0.0012414057123385986 0.00052404931188978685
leaf_weight=46 2778 72 46 61 72 63 64 68 468
leaf_count=46 2778 72 46 61 72 63 64 68 468
internal_value=0 -3.95445e-05 0.00106867 -7.24449e-06 -3.4289e-05 -0.0011685 1.07967e-05 -1.89344e-05 6.42282e-06
internal_weight=0 3646 92 3574 3513 135 3378 3314 3246
internal_count=3738 3646 92 3574 3513 135 3378 3314 3246
is_linear=0
shrinkage=0.0995203


Tree=3263
num_leaves=11
num_cat=0
split_feature=20 20 22 22 1 1 18 5 5 0
split_gain=0.00939837 0.00885559 0.0117172 0.0178509 0.0125881 0.0227224 0.0171932 0.0168316 0.0678432 0.0286125
threshold=-0.41270499999999993 0.2959750000000001 0.12026000000000002 0.10589000000000003 -0.018369999999999997 -0.01538 -0.087724999999999984 0.054660000000000007 0.030400000000000007 -0.080500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 -7 8 -2 -9
right_child=1 -3 -4 -5 5 6 -8 9 -10 -11
leaf_value=0.0014025574962399734 0.0001733914267302858 0.0013280943119482443 -0.0014498367003319764 0.0017890024025030184 -0.002369702071447381 0.00051206218877471838 -0.00034786160423063751 -0.0015650191319462117 0.0036595223235325407 4.344880623157054e-05
leaf_weight=46 1204 47 58 53 49 281 1263 137 58 542
leaf_count=46 1204 47 58 53 49 281 1263 137 58 542
internal_value=0 -2.86606e-05 -4.63797e-05 -2.34583e-05 -5.08717e-05 -0.000258365 -0.00019083 0.000118998 0.000334259 -0.000279882
internal_weight=0 3692 3645 3587 3534 1593 1544 1941 1262 679
internal_count=3738 3692 3645 3587 3534 1593 1544 1941 1262 679
is_linear=0
shrinkage=0.0995203


Tree=3264
num_leaves=14
num_cat=0
split_feature=2 3 3 2 1 4 19 3 3 1 2 0 2
split_gain=0.0153452 0.026003 0.0178094 0.0263235 0.0410902 0.02888 0.0146359 0.0190578 0.0239744 0.0519226 0.01824 0.0292546 0.0107614
threshold=0.31852000000000008 0.12732500000000005 0.12732500000000005 -0.049174999999999996 0.073820000000000011 0.13146500000000003 0.13265500000000005 0.12131500000000002 0.11721500000000003 0.04735000000000001 0.11995000000000003 -0.233955 -0.00070500000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 12 7 8 10 -10 11 -1 -5
right_child=1 -3 3 5 -6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.002347429219597773 0.00061061879175084539 -0.0021694458431265203 0.00027213847650941439 0.00027624083832260678 0.0041873375967246889 -0.0011722306198260011 0.0013247462987400088 -0.0015288938713448376 0.0036378637946838568 -0.00084976813857251619 -0.0014881158810276991 -3.4031055125122796e-05 0.0023532292687527476
leaf_weight=52 57 79 59 53 49 91 82 81 54 48 83 2910 48
leaf_count=52 57 79 59 53 49 91 82 81 54 48 83 2910 48
internal_value=0 -0.000998253 7.8378e-05 0.000812653 0.00205606 0.000108973 1.158e-05 -2.15244e-05 1.70134e-05 0.00151801 -3.29976e-05 7.50082e-06 0.00127143
internal_weight=0 136 3610 300 108 192 3310 3228 3147 102 3045 2962 101
internal_count=3746 136 3610 300 108 192 3310 3228 3147 102 3045 2962 101
is_linear=0
shrinkage=0.0995203


Tree=3265
num_leaves=18
num_cat=0
split_feature=27 21 2 19 3 3 3 18 8 2 2 3 4 1 30 2 2
split_gain=0.0168289 0.0126099 0.0314837 0.0360144 0.035688 0.0837827 0.0515252 0.0411629 0.0342569 0.0251256 0.0258483 0.0227561 0.0527248 0.0345754 0.0205991 0.0190309 0.0228311
threshold=0.12102500000000002 0.10068500000000002 -0.095204999999999998 -0.050215000000000003 0.097880000000000023 0.10850000000000003 0.087825000000000028 0.14083500000000002 -0.071344999999999992 0.11392500000000001 0.10166000000000001 0.10726500000000001 0.11284500000000003 0.0013500000000000003 0.10000000000000002 0.096520000000000022 -0.011474999999999999
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 -6 -5 -7 -8 10 14 -11 -13 -14 15 16 -1
right_child=-2 2 3 4 5 7 8 -9 -10 11 -12 12 13 -15 -16 -17 -18
leaf_value=-4.0119180542624579e-05 0.0019271205548701739 0.0022505546972631891 -0.0023171311250676672 0.0015423254701997153 0.0039624431287638706 0.0008263345126144656 -0.00031162212707307792 -0.0022537406183298302 -0.0039251835820583343 -0.002530354113652768 0.0022806941061270197 0.002119838410914043 0.00058588062108221809 -0.002757433775683835 -0.0019872624551566663 -0.001972616790810019 0.0010115673704502986
leaf_weight=2447 46 81 53 60 74 196 53 55 52 71 49 56 48 83 52 47 223
leaf_count=2447 46 81 53 60 74 196 53 55 52 71 49 56 48 83 52 47 223
internal_value=0 1.14628e-05 0.000419566 0.000144927 0.000412902 0.00101916 -0.000776279 0.000148156 -0.00210899 -7.10591e-05 1.47175e-05 -0.00101113 -0.000429928 -0.00152615 -2.50854e-05 1.21669e-05 4.74117e-05
internal_weight=0 3700 624 543 490 325 165 251 105 3076 2818 258 187 131 2769 2717 2670
internal_count=3746 3700 624 543 490 325 165 251 105 3076 2818 258 187 131 2769 2717 2670
is_linear=0
shrinkage=0.0995203


Tree=3266
num_leaves=14
num_cat=0
split_feature=27 22 2 8 8 8 3 2 1 2 2 5 28
split_gain=0.0136461 0.0109443 0.015645 0.0328 0.0251688 0.0159764 0.0224847 0.0152705 0.0348715 0.0143536 0.0102816 0.0469661 0.0226956
threshold=0.12102500000000002 0.13292500000000004 0.11995000000000003 -0.092299999999999993 -0.409445 -0.47145500000000001 0.11387500000000002 0.10166000000000001 0.021350000000000004 0.094050000000000022 -0.011474999999999999 -0.41397 0.077350000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 -4 9 -9 10 12 -12 -1
right_child=-2 -3 3 -5 -6 -7 -8 8 -10 -11 11 -13 -14
leaf_value=2.6120244480957113e-05 0.0017353330708050523 0.001535869006057209 0.0016707302308114215 -0.0024380446098099359 0.0018391492884010309 -0.0020957885830693267 -0.0011433406792691536 -0.00045391736832052986 0.0032423112573645389 -0.0013840299412827492 -0.0015884621614313625 0.0013673861480405052 -0.0022021225100544708
leaf_weight=2853 46 46 47 79 52 53 70 54 47 71 71 211 46
leaf_count=2853 46 46 47 79 52 53 70 54 47 71 71 211 46
internal_value=0 1.0278e-05 -8.70356e-06 -0.0006962 -7.26663e-05 -0.000662273 -5.90491e-06 5.27691e-05 0.00125801 1.50853e-05 4.6571e-05 0.00062028 -8.95414e-06
internal_weight=0 3700 3654 301 222 170 117 3353 101 3252 3181 282 2899
internal_count=3746 3700 3654 301 222 170 117 3353 101 3252 3181 282 2899
is_linear=0
shrinkage=0.0995203


Tree=3267
num_leaves=12
num_cat=0
split_feature=20 20 7 1 7 20 3 2 2 2 1
split_gain=0.0116558 0.0264651 0.0167219 0.01487 0.0324694 0.0200224 0.0233275 0.0181756 0.0142653 0.018598 0.0108744
threshold=0.10634000000000003 0.096815000000000026 -0.074334999999999998 0.51334500000000016 0.099030000000000021 0.0057800000000000013 0.080495000000000025 -0.067815 -0.032624999999999994 0.13398000000000002 0.62256000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -7 -2 -10 -5
right_child=8 -3 3 10 -6 7 -8 -9 9 -11 -12
leaf_value=-0.0018441578319957151 -0.00012880030025369388 -0.0023326759973221587 -0.001126357572260158 0.0021577424844279962 -0.0024590812190243647 9.0270532040670866e-05 6.829825748072133e-05 0.0028329271761991293 0.0028847544800431543 0.00014615887796108843 0.00015107617429574951
leaf_weight=47 87 48 171 56 52 49 3035 48 53 47 53
leaf_count=47 87 48 171 56 52 49 3035 48 53 47 53
internal_value=0 -1.15079e-05 1.99924e-05 4.55218e-05 8.11016e-06 4.71997e-05 4.32295e-06 0.0014559 0.000794417 0.0016058 0.00118953
internal_weight=0 3559 3511 3464 3355 3303 3206 97 187 100 109
internal_count=3746 3559 3511 3464 3355 3303 3206 97 187 100 109
is_linear=0
shrinkage=0.0995203


Tree=3268
num_leaves=19
num_cat=0
split_feature=5 17 17 17 18 1 3 27 27 20 20 20 26 3 1 1 1 17
split_gain=0.0233561 0.0185998 0.0556007 0.0453071 0.0386139 0.0357717 0.0616936 0.0566608 0.0499986 0.0481619 0.0529895 0.0468284 0.0886925 0.0335552 0.0188856 0.0571029 0.0665666 0.0467415
threshold=0.62931500000000018 -0.013125 -0.010655 -0.017704999999999995 -0.090899999999999995 -0.0032650000000000001 0.089005000000000015 0.085370000000000015 0.090860000000000024 0.0047950000000000015 -0.055879999999999992 -0.081324999999999995 0.086255000000000012 0.091225000000000014 -0.088174999999999989 -0.084204999999999988 -0.082489999999999994 0.10932500000000002
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 -4 7 -7 11 -9 10 -8 12 -1 -13 17 -16 -17 -6
right_child=-2 2 4 -5 14 6 9 8 -10 -11 -12 13 -14 -15 15 16 -18 -19
leaf_value=0.00059736382095770064 0.0017463859397088652 0.0033203821118913202 0.0023331171913937867 -0.0027106155040691115 -0.00044275770878163885 -0.0033397327806183384 -0.00012110318615781312 -0.0044148447954491391 -4.0735716615613958e-05 0.0024500207911205916 -0.0038986047452738777 0.00053064652463791554 0.0054073662450460106 -0.00069480331633739044 -0.0026325247074834514 0.0035763905635994527 -9.9646787134036618e-06 0.0032481182355461771
leaf_weight=171 82 57 78 68 76 83 186 48 57 53 46 574 49 360 79 53 1548 61
leaf_count=171 82 57 78 68 76 83 186 48 57 53 46 574 49 360 79 53 1548 61
internal_value=0 4.75012e-05 0.000257113 -0.00019341 0.000164541 -8.77006e-05 -0.000951159 0.000164034 -0.00204813 -0.000252667 -0.00087362 0.000366023 0.0016724 5.74339e-05 7.09975e-05 -2.01464e-05 0.000108248 0.00119465
internal_weight=0 3647 1952 1695 1895 1627 368 1259 105 285 232 1154 220 934 1817 1680 1601 137
internal_count=3729 3647 1952 1695 1895 1627 368 1259 105 285 232 1154 220 934 1817 1680 1601 137
is_linear=0
shrinkage=0.0995203


Tree=3269
num_leaves=17
num_cat=0
split_feature=10 17 17 17 5 27 20 20 27 20 2 2 2 17 17 4
split_gain=0.0202322 0.0177039 0.0444732 0.0362512 0.0298314 0.030807 0.0473111 0.0522963 0.0455599 0.0379318 0.0287506 0.0582083 0.0374405 0.0241337 0.0446232 0.0150588
threshold=0.09056500000000002 -0.013125 -0.010655 -0.017704999999999995 -0.093384999999999982 0.085370000000000015 -0.083135000000000001 -0.081114999999999993 0.090860000000000024 -0.090514999999999998 -0.087444999999999995 -0.10077999999999999 -0.086169999999999983 -0.008454999999999999 -0.0065549999999999992 0.091430000000000025
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 9 -8 -7 -6 11 15 -12 -14 -15 -4
right_child=-2 2 10 -5 5 8 7 -9 -10 -11 12 -13 13 14 -16 -17
leaf_value=-0.0018687565225624508 0.0016038505965662309 0.0029899368732953821 -0.00095081107889318384 -0.0024408545090019037 0.00043277382828480333 -0.0036391240593450112 -0.0026413248619308865 5.3028907599376142e-05 0.00021534097109665514 0.0030835674956649494 -0.0024864547289540004 0.00316379334097987 -0.0017221481045303639 0.0029766748974969868 8.7215282032612146e-05 0.0011706655424272815
leaf_weight=89 84 57 81 68 141 55 76 1159 67 87 57 91 68 55 1438 56
leaf_count=89 84 57 81 68 141 55 76 1159 67 87 57 91 68 55 1438 56
internal_value=0 4.11469e-05 0.000251177 -0.000187825 -9.58154e-05 3.22134e-06 0.000130437 -0.000112115 -0.00151562 0.00144785 0.000166168 0.00121249 1.822e-05 0.000110203 0.000194207 -7.76627e-05
internal_weight=0 3645 1903 1742 1674 1585 1463 1235 122 228 1846 228 1618 1561 1493 137
internal_count=3729 3645 1903 1742 1674 1585 1463 1235 122 228 1846 228 1618 1561 1493 137
is_linear=0
shrinkage=0.0995203


Tree=3270
num_leaves=21
num_cat=0
split_feature=2 8 1 5 5 18 1 1 5 27 26 26 7 0 0 0 0 18 6 6
split_gain=0.0190661 0.0486048 0.0119622 0.0340151 0.0660148 0.0382593 0.0328531 0.0385052 0.10219 0.0279677 0.0215536 0.0414874 0.0198642 0.0549579 0.0351585 0.0588187 0.024098 0.0184575 0.0184424 0.0260229
threshold=-0.23128999999999997 0.096835000000000018 -0.07825 -0.091729999999999992 -0.082179999999999989 0.086065000000000016 -0.080085000000000003 -0.083684999999999996 -0.015214999999999999 0.076195000000000027 0.084845000000000018 0.085465000000000027 0.078295000000000017 -0.014889999999999999 -0.068604999999999985 -0.081674999999999984 -0.060094999999999996 0.14994000000000005 0.12241500000000002 0.11642500000000001
decision_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 -2 7 9 -9 -6 12 -12 13 14 15 -4 -16 18 19 -13
right_child=2 -3 10 4 6 -7 -8 8 -10 -11 11 17 -14 -15 16 -17 -18 -19 -20 -21
leaf_value=-0.0011359001453593513 -0.0033427389923442181 0.0030556819814090098 6.1107594821884073e-05 0.0031688854126913752 0.00052192361147287004 0.00041098387049444781 0.0026931743150703565 -0.0045829900122212695 0.0011562472973525033 -0.0015024195577024516 -0.0031833718207321757 -0.00040061712480895042 -0.0017328653217838104 0.0035357413615228549 -0.0030797929750469217 0.0023797397163729714 -0.00041512168029998107 0.0014631827401664192 -0.0021668225946743325 0.0017868881272708403
leaf_weight=46 52 67 866 82 763 55 51 58 65 74 51 948 51 49 49 124 110 57 54 57
leaf_count=46 52 67 866 82 763 55 51 58 65 74 51 948 51 49 49 124 110 57 54 57
internal_value=0 0.00134213 2.89798e-05 0.000285993 0.000452343 -0.00140561 0.0002312 9.95547e-05 -0.0015434 0.000341971 -9.83372e-05 -0.000406077 0.000188543 0.000271023 0.000131084 0.000352349 -0.00124146 -0.000278424 -0.000372938 -0.000275735
internal_weight=0 113 3616 1200 1093 107 1011 960 123 837 2416 1167 1249 1198 1149 990 159 1116 1059 1005
internal_count=3729 113 3616 1200 1093 107 1011 960 123 837 2416 1167 1249 1198 1149 990 159 1116 1059 1005
is_linear=0
shrinkage=0.0995203


Tree=3271
num_leaves=19
num_cat=0
split_feature=2 8 21 21 29 26 3 21 21 8 3 3 26 6 9 3 26 1
split_gain=0.0154401 0.0394318 0.0111222 0.0466366 0.0264137 0.0224142 0.0297792 0.122909 0.0662998 0.0518213 0.0478097 0.0447235 0.0269968 0.0256351 0.0205962 0.0623479 0.0591348 0.0287101
threshold=-0.23128999999999997 0.096835000000000018 0.087570000000000023 0.086565000000000017 -0.08570499999999999 -0.2382 0.089895000000000017 0.089785000000000018 0.091085000000000013 -0.073999999999999996 0.08844500000000001 0.085730000000000015 -0.14224499999999998 -0.06656999999999999 0.11296000000000002 0.15537500000000004 0.11861500000000001 -0.15796999999999997
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 -4 7 -7 9 -8 11 -9 -10 -14 15 17 -16 -6
right_child=2 -3 5 -5 14 6 8 10 12 -11 -12 -13 13 -15 16 -17 -18 -19
leaf_value=-0.0010228552017068405 0.0019875202438462544 0.0027515797244866557 -0.0022111525968490542 0.0031535476988026807 -0.0011618544638616825 -0.0051931093477506464 0.00056268580705976033 -0.00047404977335700565 0.0019389324637294038 0.0049170091603815023 -0.0023784448511917819 0.0033028757967260396 1.619877390662485e-05 -0.0013255941673538014 0.00073346102524951193 0.0033701265236113173 -0.0038840657458654964 0.00011820838226775462
leaf_weight=46 70 67 54 50 190 56 65 69 54 47 52 56 486 198 62 56 49 2002
leaf_count=46 70 67 54 50 190 56 65 69 54 47 52 56 486 198 62 56 49 2002
internal_value=0 0.00120784 2.60957e-05 0.000144504 8.22266e-05 -0.000231349 -0.000131877 -0.00112901 0.000140493 0.00239726 0.000152176 0.00121146 -0.000200888 -0.000371018 2.53426e-05 9.10267e-05 -0.00129753 6.88055e-06
internal_weight=0 113 3616 2479 2429 1137 1083 233 850 112 177 125 738 684 2359 2248 111 2192
internal_count=3729 113 3616 2479 2429 1137 1083 233 850 112 177 125 738 684 2359 2248 111 2192
is_linear=0
shrinkage=0.0995203


Tree=3272
num_leaves=17
num_cat=0
split_feature=27 27 1 8 1 5 8 2 9 2 2 2 5 1 6 8
split_gain=0.0183184 0.0460231 0.0275297 0.0261325 0.0211991 0.0221782 0.0194392 0.0498135 0.0599979 0.0218222 0.0824419 0.0519257 0.0144104 0.023555 0.028871 0.02261
threshold=0.07692000000000003 0.085370000000000015 -0.52333999999999992 -0.07106999999999998 -0.50388999999999995 0.63223000000000018 -0.092094999999999996 -0.086849999999999997 0.085145000000000012 -0.082830000000000001 -0.083254999999999982 -0.08237499999999999 -0.52356999999999998 -0.0040349999999999995 -0.425425 -0.090274999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 12 -4 6 7 -6 -9 10 -8 -11 -3 15 -15 -14
right_child=1 3 4 -5 5 -7 9 8 -10 11 -12 -13 13 14 -16 -17
leaf_value=-0.0020457166021743429 0.002808925831323238 -0.0010825932317983776 0.0016483210267993996 -0.0017481830262952292 -0.003655974062071579 -0.0019364039014798393 0.0001849110786409122 0.00074028311742447119 -0.0016259047613059168 -0.0026749736450708082 0.0041130949519884059 -5.852604864827262e-05 -0.0016900599637085548 0.00016175726685789101 0.0032688000565720119 0.0012144082224347442
leaf_weight=71 76 46 70 62 49 64 975 240 190 79 56 1550 53 57 63 53
leaf_count=71 76 46 70 62 49 64 975 240 190 79 56 1550 53 57 63 53
internal_value=0 0.000598139 -0.000106587 9.2634e-05 -6.42716e-05 -0.000101955 -6.42923e-05 -0.00064801 -0.000303338 4.05131e-05 0.000399069 -0.000185916 0.000515242 0.000844087 0.00179978 -0.000230103
internal_weight=0 410 3344 334 3273 3203 3139 479 430 2660 1031 1629 272 226 120 106
internal_count=3754 410 3344 334 3273 3203 3139 479 430 2660 1031 1629 272 226 120 106
is_linear=0
shrinkage=0.0995203


Tree=3273
num_leaves=16
num_cat=0
split_feature=27 27 1 8 1 5 8 8 2 2 2 21 29 29 3
split_gain=0.0148553 0.0373171 0.0223213 0.0211913 0.0171911 0.017982 0.0157619 0.0459107 0.0451656 0.0177041 0.0668432 0.0468612 0.0146845 0.0255197 0.00717266
threshold=0.07692000000000003 0.085370000000000015 -0.52333999999999992 -0.07106999999999998 -0.50388999999999995 0.63223000000000018 -0.092094999999999996 -0.094139999999999988 -0.084385000000000002 -0.082830000000000001 -0.083254999999999982 -0.08236499999999998 -0.082099999999999992 -0.055059999999999998 0.11426500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 12 -4 6 7 8 -6 10 -8 -11 -3 -14 -15
right_child=1 3 4 -5 5 -7 9 -9 -10 11 -12 -13 13 14 -16
leaf_value=-0.0018421265723325797 0.0025293809353250161 0.0016171807030692111 0.0014842797227762777 -0.0015742037324997557 -0.0031483563737554183 -0.0017436926147946022 0.00016650863110350152 -0.0033469856947837937 0.0001209951823983024 -0.002580556681060896 0.0037037588680330857 -4.8845504475900158e-05 -0.0012788189677511886 0.001731465353883928 7.6568086990007865e-05
leaf_weight=71 76 78 70 62 47 64 975 53 379 76 56 1553 86 61 47
leaf_count=71 76 78 70 62 47 64 975 53 379 76 56 1553 86 61 47
internal_value=0 0.000538612 -9.60034e-05 8.31711e-05 -5.78753e-05 -9.18339e-05 -5.78939e-05 -0.00058352 -0.000237787 3.64506e-05 0.000359433 -0.000167464 0.000463965 0 0.00101886
internal_weight=0 410 3344 334 3273 3203 3139 479 426 2660 1031 1629 272 194 108
internal_count=3754 410 3344 334 3273 3203 3139 479 426 2660 1031 1629 272 194 108
is_linear=0
shrinkage=0.0995203


Tree=3274
num_leaves=17
num_cat=0
split_feature=19 5 20 21 19 0 0 20 6 8 26 0 5 19 0 2
split_gain=0.0139383 0.0512602 0.0251513 0.0252739 0.0220217 0.0180099 0.0319812 0.0215582 0.0312086 0.0518112 0.0251941 0.021244 0.0213145 0.0206344 0.0176495 0.0131221
threshold=0.11174500000000002 0.0076350000000000012 -0.014534999999999999 0.097120000000000026 0.10583000000000002 0.11291000000000002 0.047575000000000013 0.096815000000000026 -0.23069499999999998 -0.054384999999999996 0.40795000000000009 0.12433000000000002 0.22078000000000006 0.0069650000000000016 -0.086589999999999986 0.096520000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 14 -4 5 6 7 10 -9 -10 13 -7 -13 -1 -2 -8
right_child=1 -3 3 -5 -6 11 15 8 9 -11 -12 12 -14 -15 -16 -17
leaf_value=7.5745776030069199e-05 -0.0024060106079703343 -0.0032782571847691233 0.0028577437659303246 -0.00035968727753505269 0.0017767355388780633 -0.0028079488913955015 0.0005549221731447325 0.00090539105926304778 -8.4772008415428586e-05 -0.00439697839070868 0.002004465042165623 -0.0015249000474833025 0.0011116607941371072 -0.0010299746628409383 8.3802049290050972e-05 0.0028781419342925707
leaf_weight=2741 49 60 47 49 70 47 46 51 61 51 64 66 56 178 65 53
leaf_count=2741 49 60 47 49 70 47 46 51 61 51 64 66 56 178 65 53
internal_value=0 -0.000712791 1.63013e-05 0.00120699 2.93403e-05 -6.24825e-06 4.56746e-05 -9.48954e-06 -0.00112419 -0.00205568 5.11463e-05 -0.00100807 -0.000307965 8.03872e-06 -0.0009792 0.00180694
internal_weight=0 270 210 96 3484 3414 3245 3146 163 112 2983 169 122 2919 114 99
internal_count=3754 270 210 96 3484 3414 3245 3146 163 112 2983 169 122 2919 114 99
is_linear=0
shrinkage=0.0995203


Tree=3275
num_leaves=22
num_cat=0
split_feature=27 27 27 2 30 27 27 1 9 6 2 2 3 6 6 9 6 3 9 26 26
split_gain=0.0126354 0.0399941 0.0379015 0.0185579 0.0231881 0.0438685 0.020887 0.0175119 0.0161309 0.0399853 0.0584387 0.130676 0.090706 0.0346923 0.0233583 0.01956 0.0312541 0.0146974 0.0711569 0.0322861 0.00652468
threshold=0.081260000000000013 1.0000000180025095e-35 0.085775000000000032 -0.15012499999999998 0.084650000000000017 0.092175000000000021 0.10402500000000002 -0.52333999999999992 0.084595000000000017 -0.083069999999999991 -0.086414999999999992 -0.084924999999999987 0.083815000000000014 -0.091704999999999995 -0.097455 0.084985000000000019 0.086520000000000027 0.096385000000000012 0.089025000000000021 0.11538500000000003 -0.019129999999999998
decision_type=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 -5 -6 -1 9 13 12 -12 -11 14 -9 16 -10 19 -19 -17 -7
right_child=2 -3 3 4 6 20 -8 8 15 10 11 -13 -14 -15 -16 17 -18 18 -20 -21 -22
leaf_value=-0.0016318024734213866 0.0032042349422613252 -0.0028209978387264347 0.0018930311493492134 -0.0034710373394863056 0.0021435513573050268 0.0010527069052382026 -0.00035513692590378174 -0.0004524817900047416 -0.00010148226065471454 0.002685688921107762 0.0052254167298332174 0.00066711787065657467 -0.0020208430297284411 -0.0027715830235860318 0.0017998309896182026 -3.8424968897980297e-05 -0.0034347326913741075 -0.0041035818190198487 -0.00018393930500657565 0.0017147781659468272 -0.00061898112753747635
leaf_weight=67 46 52 51 49 60 46 73 292 72 57 74 398 140 56 54 1182 46 49 730 114 46
leaf_count=67 46 52 51 49 60 46 73 292 72 57 74 398 140 56 54 1182 46 49 730 114 46
internal_value=0 -8.20778e-05 0.000529645 0.000148568 -0.000173144 -0.00106475 0.000765936 -3.90749e-05 -6.13021e-06 0.000310194 0.000782031 0.0013835 -0.000654899 -0.000472991 -9.85986e-05 -0.000160987 -0.00140782 -8.96885e-05 -0.00043154 0.00011516 0.000207965
internal_weight=0 3383 371 325 274 141 133 3331 3264 1071 669 472 197 402 346 2193 118 2075 779 1296 92
internal_count=3754 3383 371 325 274 141 133 3331 3264 1071 669 472 197 402 346 2193 118 2075 779 1296 92
is_linear=0
shrinkage=0.0995203


Tree=3276
num_leaves=21
num_cat=0
split_feature=18 3 0 9 9 9 18 3 5 9 9 9 3 26 21 20 20 20 1 9
split_gain=0.0260554 0.0883392 0.183044 0.0331714 0.110223 0.0452424 0.0290859 0.0283136 0.0520718 0.027676 0.0273313 0.0671685 0.0310797 0.0181208 0.0167645 0.0170035 0.0479273 0.041333 0.0391727 0.0240791
threshold=-0.022504999999999997 0.084235000000000018 -0.083995 0.083875000000000019 0.08203000000000002 0.084345000000000017 -0.018864999999999996 0.090050000000000033 0.024640000000000006 -0.020035000000000001 0.085145000000000012 0.08597500000000001 0.087445000000000023 -0.236315 -0.092419999999999988 -0.014955 -0.0078249999999999986 -0.048779999999999997 0.2705800000000001 0.11351500000000002
decision_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 -5 -2 -3 -9 -10 -7 -12 -13 -8 -15 17 -17 18 -16 -18
right_child=6 3 -4 5 -6 10 13 8 9 -11 11 12 -14 14 15 16 19 -19 -20 -21
leaf_value=-0.0077598332740476308 0.0025208271757486212 0.0013872677894236954 0.00050446964064275099 0.0029278182354095478 -0.0055253089511120203 -0.0017963971739300441 0.0019181214361942212 -0.0038361783393015872 -0.0013795556618465055 0.0017352748073753833 0.0031324411505081946 0.0023238590890954764 -0.00033589640322541153 0.0018617688540325306 -0.00046257308444000206 0.0030918550243852682 0.00014829475266325191 -0.0028339233561933807 0.0021157262413841627 -0.0015603309883126686
leaf_weight=48 48 70 59 51 48 87 50 46 58 55 65 46 790 47 567 53 1332 65 65 87
leaf_count=48 48 70 59 51 48 87 50 46 58 55 65 46 790 47 567 53 1332 65 65 87
internal_value=0 -0.000444732 -0.00319523 -0.000220475 -0.00118825 3.67474e-05 9.62545e-05 -0.000275594 -0.00101282 0.000129268 -0.00011166 5.01091e-05 -0.000188567 4.45342e-05 1.89063e-06 -3.80336e-05 0.000153294 -0.000443274 -0.000196104 4.29606e-05
internal_weight=0 1423 107 1316 277 1039 2314 229 159 113 988 901 836 2266 2216 2169 1472 697 632 1419
internal_count=3737 1423 107 1316 277 1039 2314 229 159 113 988 901 836 2266 2216 2169 1472 697 632 1419
is_linear=0
shrinkage=0.0995203


Tree=3277
num_leaves=21
num_cat=0
split_feature=5 29 5 0 0 9 5 0 9 2 2 17 5 3 3 3 17 3 4 2
split_gain=0.0198919 0.0395541 0.0344658 0.0403177 0.0918136 0.123808 0.0764167 0.0701698 0.0579433 0.0436723 0.0386351 0.0337387 0.0255188 0.0254913 0.075893 0.0331293 0.031137 0.0580524 0.0255482 0.0150415
threshold=-0.042209999999999991 -0.08570499999999999 -0.034484999999999995 -0.083814999999999987 -0.086775000000000005 0.084115000000000009 -0.018754999999999997 -0.087614999999999985 0.08679000000000002 0.08814000000000001 -0.24163499999999999 -0.55754499999999996 -0.051389999999999998 0.084550000000000028 0.085795000000000024 0.086465000000000028 -0.079754999999999993 0.091715000000000033 0.087270000000000028 -0.026175
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 -3 4 7 -6 -5 9 -7 -4 -8 -12 13 18 -15 -16 -17 -18 -1 -20
right_child=1 2 3 6 5 8 10 -9 -10 -11 11 -13 -14 14 15 16 17 -19 19 -21
leaf_value=-0.0021919512570753 0.002435692634773539 -0.0026072682520237663 -0.00010849249543073881 0.003310375790938441 -0.005812502815482401 0.00020674993213147034 -0.0024648380331782015 0.003000730188188873 -0.0036984271481876373 -0.0030492723274440502 0.0023540675644899015 -0.00012930031822893523 0.002195279303517695 0.0032041478495845512 -0.0023979909352897801 -0.0018091604816214788 0.0015089093682326897 -0.00012095069041966942 0.0010796783058150483 -0.0010168726940521203
leaf_weight=90 51 66 333 67 75 123 67 64 54 59 57 1096 59 81 52 74 291 842 64 72
leaf_count=90 51 66 333 67 75 123 67 64 54 59 57 1096 59 81 52 74 291 842 64 72
internal_value=0 -0.00030008 -0.000368175 -0.000293689 -0.000896935 -0.00242152 3.75301e-05 -5.2606e-05 -0.000980036 -0.000553199 -0.000141537 -5.82183e-06 0.000162897 8.58031e-05 0.000251177 6.05423e-05 0.000167139 0.00029694 -0.000891111 -2.42411e-05
internal_weight=0 2112 2061 1995 708 252 1287 456 177 392 1220 1153 1625 1566 1340 1259 1207 1133 226 136
internal_count=3737 2112 2061 1995 708 252 1287 456 177 392 1220 1153 1625 1566 1340 1259 1207 1133 226 136
is_linear=0
shrinkage=0.0995203


Tree=3278
num_leaves=23
num_cat=0
split_feature=5 5 0 0 1 1 2 5 0 2 26 3 2 5 8 35 17 17 7 2 2 17
split_gain=0.0161397 0.0334222 0.0324946 0.0809844 0.0900829 0.176469 0.119488 0.0595862 0.0534008 0.0386558 0.0409804 0.03458 0.0342152 0.0259441 0.0285607 0.0212508 0.0216112 0.0474788 0.0289599 0.0260648 0.0666147 0.0502559
threshold=-0.041054999999999994 -0.034484999999999995 -0.083814999999999987 -0.086775000000000005 -0.08616 -0.022844999999999997 -0.086414999999999992 -0.018754999999999997 -0.087614999999999985 0.08814000000000001 0.083400000000000016 0.085355000000000028 -0.24151999999999998 -0.011514999999999999 0.041960000000000011 -0.011294999999999999 -0.098644999999999997 -0.079754999999999993 0.081125000000000017 -0.082294999999999993 -0.082954999999999987 -0.041415
decision_type=2 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 8 -5 11 -7 -4 9 10 -3 -6 -9 -14 -15 -1 -17 -18 19 20 -19 -21
right_child=1 2 7 4 5 6 -8 12 -10 -11 -12 -13 13 14 -16 16 17 18 -20 21 -22 -23
leaf_value=-0.0015889674923850751 -0.0026283946864185028 0.001166287612273418 0.0029809266357420524 0.0014989915236394277 -0.0082727582952294345 -0.0036176614176616439 0.0030345695966490665 -0.0020304853019645626 0.0027020969275310049 -0.0027458080407040835 -0.00099876514770433551 -0.0043770173328201304 -0.0018750152051506953 1.1575755420350265e-05 0.0016629156655524064 0.0021773359636843852 -0.0027752634267070443 0.00045533282835311768 -0.0021201005294360061 0.0024126540601791058 0.0041790898631913487 -9.4010322320865286e-05
leaf_weight=67 58 162 67 52 46 55 52 82 64 59 186 47 64 991 116 54 53 269 49 86 58 1000
leaf_count=67 58 162 67 52 46 55 52 82 64 59 186 47 64 991 116 54 53 269 49 86 58 1000
internal_value=0 -0.000271418 -0.000204104 -0.000740517 -0.00218053 -0.0031413 -0.000377151 8.90842e-05 2.81978e-05 -0.000390257 6.75189e-06 -0.00631275 -6.48942e-05 7.20485e-05 0.000185355 0.000145277 0.000219855 0.000149543 0.000256132 0.000339114 0.00111832 0.000103738
internal_weight=0 2101 2043 723 252 200 107 1320 471 407 348 93 1253 1171 1107 1636 1569 1515 1462 1413 327 1086
internal_count=3737 2101 2043 723 252 200 107 1320 471 407 348 93 1253 1171 1107 1636 1569 1515 1462 1413 327 1086
is_linear=0
shrinkage=0.0995203


Tree=3279
num_leaves=26
num_cat=0
split_feature=30 5 0 2 2 5 18 9 9 2 2 2 2 2 0 2 5 17 26 35 17 17 21 17 17
split_gain=0.0195236 0.017742 0.0239698 0.0432265 0.0736674 0.0857216 0.150567 0.0411288 0.0554441 0.0368582 0.0761561 0.0297854 0.035388 0.0617444 0.103569 0.043081 0.0354937 0.0353111 0.0274746 0.0232577 0.0201249 0.0464078 0.0525701 0.0360961 0.0316292
threshold=0.11955500000000002 -0.066919999999999993 -0.083814999999999987 -0.087804999999999994 -0.085599999999999996 -0.015824999999999995 -0.016464999999999997 0.083325000000000024 0.08735500000000003 -0.083589999999999984 -0.082084999999999991 -0.24151999999999998 -0.08569499999999998 -0.08385999999999999 -0.08269 -0.088554999999999995 1.0000000180025095e-35 -0.45380999999999999 0.086420000000000011 -0.011294999999999999 -0.098644999999999997 -0.065004999999999993 0.087625000000000022 -0.030214999999999999 -0.008454999999999999
decision_type=2 2 2 2 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 7 5 -5 -7 -3 -9 18 -11 -4 15 -14 -15 17 -17 -13 -6 -1 -21 22 -22 -23 -25
right_child=-2 2 11 4 9 6 -8 8 -10 10 -12 12 13 14 -16 16 -18 -19 -20 20 21 23 -24 24 -26
leaf_value=-0.0016820158786326326 0.0017309034146910473 -0.001699265902821111 -0.0019159091510008099 0.00036457703910709304 -0.00027979263494075336 -0.0085395070576005112 -0.00094140090682978033 0.0042694206469754067 -0.00017274188460270138 -0.0041843955046896499 -0.00034152213136459713 0.0018333497660089223 -0.0028772612307010827 0.0041932768461205271 -0.0002566270950532276 0.0010657492315944851 0.0046118062504066177 -0.00075482900723975734 0.0029716732682101123 0.0022832100953472834 0.00055615969533342677 0.0023236980795184456 -0.0039823947442416425 -0.001649338193421612 0.00035875348483581777
leaf_weight=64 58 47 79 51 56 50 54 50 62 60 348 80 80 55 891 71 47 150 47 47 47 86 54 84 1019
leaf_count=64 58 47 79 51 56 50 54 50 62 60 348 80 80 55 891 71 47 150 47 47 47 86 54 84 1019
internal_value=0 -0.000108712 -0.00028024 -0.000708717 -0.00106121 -0.0029627 -0.00460221 0.000762631 0.00180306 -0.000482841 -0.000908657 -3.63913e-05 7.10784e-05 -0.000222422 1.22309e-06 0.000938752 0.0024851 0.000141848 0.00119594 0.000169604 0.00025885 0.00018446 -0.00186229 0.00035901 0.000205083
internal_weight=0 3679 2278 825 666 155 104 159 112 511 408 1453 1374 1026 946 348 118 230 103 1401 1337 1290 101 1189 1103
internal_count=3737 3679 2278 825 666 155 104 159 112 511 408 1453 1374 1026 946 348 118 230 103 1401 1337 1290 101 1189 1103
is_linear=0
shrinkage=0.0995203


Tree=3280
num_leaves=32
num_cat=0
split_feature=9 2 2 2 5 2 6 5 6 4 2 1 3 21 21 9 26 6 2 2 26 3 21 3 2 1 1 2 26 26 26
split_gain=0.0308045 0.039897 0.152745 0.0337995 0.0399237 0.0232618 0.026459 0.0541613 0.04656 0.0354615 0.0347238 0.0211814 0.0230432 0.019196 0.0761236 0.0359485 0.0360982 0.0537407 0.0926242 0.0744443 0.0384183 0.0331543 0.0316891 0.0350605 0.0498013 0.0238377 0.0667573 0.0285615 0.0275937 0.0390256 0.0203668
threshold=0.083955000000000016 -0.08569499999999998 -0.087245000000000003 -0.022909999999999996 -0.010074999999999999 -0.01504 -0.092034999999999992 -0.093384999999999982 -0.085064999999999988 0.087495000000000031 -0.0064000000000000003 -0.082635 0.083725000000000022 0.085855000000000029 1.0000000180025095e-35 0.084155000000000021 0.098495000000000013 0.091615000000000016 -0.080874999999999989 -0.078244999999999995 0.096155000000000018 0.08400500000000001 0.090995000000000006 0.087625000000000022 -0.081864999999999993 0.070450000000000026 0.058455000000000014 -0.07725499999999999 -0.0083299999999999989 0.096155000000000018 -0.15866
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -5 7 9 -8 -7 -10 12 -1 14 15 -2 20 18 -18 -19 21 -17 23 -15 -25 26 28 -27 30 -30 -24
right_child=13 3 -4 5 -6 6 8 -9 10 -11 -12 -13 -14 22 -16 16 17 19 -20 -21 -22 -23 25 24 -26 27 -28 -29 29 -31 -32
leaf_value=-9.5410567223161666e-05 -0.0027281966816162435 -0.0028328447276786176 0.0067830555817695523 0.0021545908820632428 0.00082919029794726099 -0.0022277403057970064 -0.0030436544639489225 0.0031491925974863116 -0.0021682579011617718 0.000771747947265908 0.00050710808518869088 -0.00078662120496152891 0.0027986512021180728 -0.00029465398383958318 -0.0039659159776931638 -0.001966998112376083 -0.0047970303015849617 0.0025210925491596166 0.00083361031011490265 -0.0013098558869896241 0.0024522124908586958 0.0001429328097298191 -4.8055138344142741e-05 0.0050095328722492777 0.00080049659763519203 0.0024806465356425516 -0.0035177071975388634 -0.00040732176781967832 0.0013287132520471256 -0.00093701634695066431 -0.0029229596451395669
leaf_weight=55 54 73 46 70 49 48 52 82 56 208 337 84 53 75 55 79 77 73 46 161 67 1112 52 46 72 70 60 65 201 120 47
leaf_count=55 54 73 46 70 49 48 52 82 56 208 337 84 53 75 55 79 77 73 46 161 67 1112 52 46 72 70 60 65 201 120 47
internal_value=0 0.00047544 0.00163112 0.000192495 -0.00135532 0.00041483 0.00025825 0.000922562 -0.000244488 0.000206146 0.000123802 0.000392539 0.00131724 -0.000134391 -0.000322201 -0.000201636 -0.000116649 -0.00100015 -0.00268461 -0.000111232 0.000133423 2.29196e-06 0.000265319 0.00137811 0.00244825 -8.25676e-05 -0.000412393 0.00108408 2.92748e-05 0.000479161 -0.00142118
internal_weight=0 1213 238 975 122 853 783 338 445 256 393 192 108 2532 1724 1669 1615 357 123 234 1258 1191 808 193 118 615 480 135 420 321 99
internal_count=3745 1213 238 975 122 853 783 338 445 256 393 192 108 2532 1724 1669 1615 357 123 234 1258 1191 808 193 118 615 480 135 420 321 99
is_linear=0
shrinkage=0.0995203


Tree=3281
num_leaves=28
num_cat=0
split_feature=9 9 17 3 26 5 3 8 6 5 5 5 3 3 17 10 17 11 4 17 17 17 8 8 3 17 18
split_gain=0.0257966 0.0515629 0.0485854 0.0387495 0.142278 0.0588156 0.0239946 0.0633887 0.0585241 0.0620109 0.039082 0.0817651 0.0572825 0.0321324 0.031429 0.0552483 0.0313434 0.0218729 0.0346785 0.0284745 0.0409149 0.038571 0.0362129 0.161761 0.0667784 0.0233461 0.0424532
threshold=0.084595000000000017 0.085145000000000012 -0.013885 0.086015000000000022 0.088115000000000013 -0.087105000000000002 0.092510000000000023 -0.076554999999999998 -0.088954999999999992 -0.078739999999999991 -0.019465 -0.041054999999999994 0.088285000000000016 0.09304500000000003 -0.54441499999999998 0.086165000000000019 0.51362000000000008 -0.11166 0.14699000000000004 -0.065004999999999993 -0.031185000000000001 -0.081244999999999998 -0.085165000000000005 -0.086304999999999993 0.084380000000000024 -0.087329999999999991 -0.015440000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 -2 4 5 -3 7 10 -9 -10 11 -5 -12 -8 15 -15 -16 -1 19 21 -21 25 23 -22 -24 26 -19
right_child=1 3 -4 6 -6 -7 13 8 9 -11 12 -13 -14 14 16 -17 -18 18 -20 20 22 -23 24 -25 -26 -27 -28
leaf_value=0.0020870910031909749 -4.7805714138316428e-05 -0.0020769573389968704 -0.0037987809238527316 9.7177218862656698e-05 0.0050134842552828534 0.0018229045595546799 0.0024991533375777818 0.0010561527442870988 -0.0058565368678478447 -0.0016884451326893211 -0.00080115655647793721 -0.0037236955957249624 0.0018933417508247661 0.0037456956187494478 -0.00034397589541787846 -0.00082551560738513793 0.0015943012498143218 0.00076278827987863278 -0.002378766848015535 0.0036104437635936593 0.00040836340152929269 -0.0020345582345099489 -0.0025168220443131284 0.0065186023227014438 0.000654957442130792 0.0022283193065260726 -0.0013918583738735358
leaf_weight=72 66 91 72 220 68 66 54 50 48 138 137 74 181 57 890 48 91 244 46 48 273 90 85 51 290 51 144
leaf_count=72 66 91 72 220 68 66 54 50 48 138 137 74 181 57 890 48 91 244 46 48 273 90 85 51 290 51 144
internal_value=0 -0.000144285 -0.00201077 -2.75236e-05 0.00120989 -0.000432311 -0.000167985 -0.000569045 -0.00195471 -0.00276848 -3.33653e-05 -0.000861755 0.00072993 0.000129629 1.10537e-05 0.0016482 -0.000163342 0.000395949 0.000303225 0.000400553 0.000796357 -0.000156814 0.000601944 0.00137269 -6.17965e-05 0.00022628 -3.47646e-05
internal_weight=0 2351 138 2213 225 157 1988 848 236 186 612 294 318 1140 1086 105 981 1394 1322 1276 747 529 699 324 375 439 388
internal_count=3745 2351 138 2213 225 157 1988 848 236 186 612 294 318 1140 1086 105 981 1394 1322 1276 747 529 699 324 375 439 388
is_linear=0
shrinkage=0.0995203


Tree=3282
num_leaves=28
num_cat=0
split_feature=0 0 2 0 3 17 0 17 5 0 2 0 0 1 26 26 0 6 17 17 5 20 21 2 0 0 17
split_gain=0.022429 0.0621827 0.0699999 0.0600841 0.0883821 0.0302454 0.0290743 0.0281536 0.0530139 0.08975 0.102601 0.0492305 0.0470146 0.0956261 0.0954907 0.0438197 0.0268535 0.0256534 0.0628779 0.0387253 0.0393821 0.0269776 0.0254776 0.0263877 0.0346037 0.034061 0.018707
threshold=-0.083390000000000006 -0.082339999999999983 -0.082234999999999989 -0.084369999999999987 0.088055000000000022 -0.56368999999999991 -0.08176499999999999 -0.019465 -0.018754999999999997 -0.086474999999999996 -0.083344999999999989 -0.088174999999999989 -0.086414999999999992 -0.081744999999999998 0.08709500000000002 0.085235000000000019 -0.089449999999999988 -0.091704999999999995 -0.092124999999999999 -0.067864999999999995 -0.090164999999999995 -0.053499999999999999 -0.083784999999999984 -0.071629999999999985 -0.069569999999999993 -0.071029999999999996 -0.15313499999999999
decision_type=2 2 2 2 2 2 2 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 -3 -7 11 12 10 -10 17 13 -9 -14 -13 -15 19 26 20 -1 -20 -8 24 -24 -25 -19
right_child=1 5 -4 4 -6 6 22 8 9 -11 -12 15 14 16 -16 -17 -18 18 21 -21 -22 -23 23 25 -26 -27 -28
leaf_value=-0.0022384673928372281 -0.0042509866221180671 0.0021564772775451088 0.00063378009777614929 -0.00040912023965143521 0.0050584952083912527 0.0016659663103994076 0.002045889138197087 0.0046284898195950277 -0.001815318374865887 0.0047719709122268257 0.0034584976037474709 -0.0040954050541660283 -0.0051509433105090081 0.00033108987706268302 0.00081718590015847153 -0.00054326496238612718 -0.001368747399851181 7.2885519589570633e-05 -0.00079469169488009664 0.0033461013412628402 0.0012423079512989238 -0.0037298089624063667 -0.0010674272355682469 0.001621788298565218 0.00017143308753190783 -0.00016178519137952972 0.0026273109247355601
leaf_weight=47 75 60 47 55 62 86 48 49 85 70 64 59 48 656 59 84 107 76 70 50 102 57 603 135 353 492 46
leaf_count=47 75 60 47 55 62 86 48 49 85 70 64 59 48 656 59 84 107 76 70 50 102 57 603 135 353 492 46
internal_value=0 -0.000188887 -0.00236244 0.000298172 0.00248125 -3.92011e-05 -0.000116405 0.000149972 0.000439721 0.00183142 0.000444451 -0.00040657 0.000107186 0.000366423 -0.00185246 -0.00201456 9.16387e-05 0.000104867 -0.000566319 0.000948807 0.000138851 -0.00211847 -0.000210889 -0.000279836 -0.000609126 0.000220932 0.00104274
internal_weight=0 1899 122 1846 117 1777 1717 1729 1138 219 149 591 919 812 107 143 763 448 249 199 149 127 1631 1583 956 627 122
internal_count=3745 1899 122 1846 117 1777 1717 1729 1138 219 149 591 919 812 107 143 763 448 249 199 149 127 1631 1583 956 627 122
is_linear=0
shrinkage=0.0995203


Tree=3283
num_leaves=28
num_cat=0
split_feature=9 9 2 3 26 18 8 9 18 18 21 0 3 8 8 8 21 3 2 2 18 2 0 26 3 2 8
split_gain=0.0202344 0.0593721 0.0590049 0.0305462 0.111158 0.0287896 0.0430592 0.0242476 0.0225147 0.0264957 0.0400995 0.0267546 0.125452 0.0239253 0.135137 0.0990708 0.0202673 0.0384039 0.0351251 0.0802316 0.0632558 0.0526411 0.0483477 0.0323868 0.0216596 0.0440099 0.0177015
threshold=0.084715000000000026 0.085145000000000012 -0.084869999999999987 0.086015000000000022 0.088115000000000013 0.081485000000000016 -0.080445000000000003 0.084515000000000021 0.14607000000000003 0.092545000000000016 0.09296500000000002 -0.23032 0.10377500000000002 -0.085385000000000003 -0.086304999999999993 -0.084514999999999993 0.085855000000000029 0.088605000000000017 -0.07934999999999999 -0.078129999999999991 0.086510000000000017 -0.082084999999999991 -0.088084999999999983 0.090385000000000021 0.091615000000000016 -0.081734999999999988 -0.086589999999999986
decision_type=2 2 2 2 2 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 4 5 6 -3 8 9 11 -11 12 -1 14 -13 -15 18 -18 20 -20 22 -22 -5 -21 25 -19 -26
right_child=1 3 -4 16 -6 -7 -8 -9 -10 10 -12 13 -14 15 -16 -17 17 24 19 23 21 -23 -24 -25 26 -27 -28
leaf_value=0.0053617491461003721 -0.00018277919907681292 0.0026152540442643856 -0.0049226378397407436 -0.0024175912515392111 0.0044354955550940612 -0.0024739489760242971 -0.001314254468925681 0.0021624514639044024 0.0022213596807019193 -0.0026929235886970077 0.00073491875090471253 7.4628596006967539e-05 -0.0013089496962518489 -0.0046625459930621886 0.0052201906135761244 0.00011494765163651043 0.0022990580855584081 0.001115670483407641 0.0034494829147191704 -0.0019969752174318878 -0.00067891938146857965 -0.0039283717366496284 9.7612854488754398e-05 0.00020226988306413772 0.0016815995817241584 -0.0027768096252688596 4.3748001981185834e-05
leaf_weight=52 55 51 50 89 68 46 60 69 55 75 61 450 60 47 57 501 82 48 68 83 98 101 503 328 77 71 440
leaf_count=52 55 51 50 89 68 46 60 69 55 75 61 450 60 47 57 501 82 48 68 83 98 101 503 328 77 71 440
internal_value=0 -0.000135282 -0.00244765 -2.51971e-05 0.00107341 -0.000377573 0.000483821 0.000340965 0.000247813 0.000163881 -0.00114942 0.000317631 0.00178085 0.000161518 0.000654739 -0.000293307 -0.000149948 0.000271993 -0.000389138 0.000282172 -0.000796694 -0.00233225 -0.000279135 -0.000239868 9.35474e-06 -0.00119985 0.000289267
internal_weight=0 2318 105 2213 225 157 111 1427 1358 1303 136 1167 112 1055 507 548 1988 718 1270 479 791 199 592 411 636 119 517
internal_count=3745 2318 105 2213 225 157 111 1427 1358 1303 136 1167 112 1055 507 548 1988 718 1270 479 791 199 592 411 636 119 517
is_linear=0
shrinkage=0.0995203


Tree=3284
num_leaves=32
num_cat=0
split_feature=2 17 17 3 1 3 8 3 2 2 3 3 9 9 3 9 0 3 20 2 18 6 3 8 11 6 6 20 0 8 6
split_gain=0.0223652 0.0386227 0.0667151 0.0909197 0.0456365 0.048929 0.105059 0.0263894 0.0422861 0.0384478 0.0331753 0.0325851 0.0331412 0.0394846 0.0260905 0.049643 0.0456785 0.0327912 0.0293113 0.0208914 0.0677297 0.0247629 0.0416181 0.0605412 0.0313863 0.0262688 0.0342218 0.022827 0.0181125 0.0167457 0.0150157
threshold=-0.077054999999999998 -0.011809999999999999 -0.0082649999999999998 0.085295000000000024 0.05340000000000001 0.084145000000000011 -0.085764999999999994 0.093715000000000021 -0.079739999999999991 -0.080644999999999994 0.087570000000000023 0.095490000000000019 0.089435000000000028 0.098465000000000011 0.09587500000000003 0.094010000000000024 -0.073664999999999994 0.10749000000000002 -0.077649999999999983 -0.073884999999999992 -0.053034999999999992 0.11642500000000001 0.10871500000000002 -0.049139999999999996 -0.11166 0.10681500000000003 0.086655000000000024 -0.074014999999999984 -0.049174999999999996 -0.069785 0.090600000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -1 8 9 10 -4 -9 -13 -14 15 16 -7 28 -19 20 -2 24 -23 -24 -21 26 27 -26 -16 -28 -22
right_child=19 2 7 -5 -6 14 -8 11 -10 -11 -12 12 13 -15 17 -17 -18 18 -20 21 30 22 23 -25 25 -27 29 -29 -30 -31 -32
leaf_value=-0.00022619243053494318 -0.003513156922462729 -0.0058672192571078783 -0.00017100101450523908 0.00013936932820442092 0.0030939916629367302 -2.8464565969406375e-05 0.0056617806898404312 -0.0031297068163242759 0.0024224920192241848 -0.0020374243777346803 0.0015666249012864146 -0.0020281172681136084 0.002057921028810963 -0.0013303307389875639 0.0040534898078513869 -0.0027268858702122964 0.0026843511112750822 -0.0016345773386517782 0.0014302278597696271 0.001893844011586276 -0.00073394214773140644 0.0025849039599670394 0.0020141617016456834 -0.002982406310802477 0.00046769074346801642 -0.0026254814088033018 0.0029052907910301724 -0.00068043313925243731 0.0012569806220174857 0.00022791542992289311 0.0018014857781124493
leaf_weight=67 74 46 314 54 72 635 54 47 91 72 166 68 82 58 46 61 68 52 76 64 46 86 49 47 217 49 46 806 48 48 46
leaf_count=67 74 46 314 54 72 635 54 47 91 72 166 68 82 58 46 61 68 52 76 64 46 86 49 47 217 49 46 806 48 48 46
internal_value=0 0.000278126 -0.000176839 -0.00261548 0.000663939 0.000505147 0.00239473 9.38127e-05 0.000434369 0.000105133 0.000428223 -0.000761712 -0.0002227 0.000648369 0.00027243 -2.45964e-06 0.000232777 0.00122213 0.000178755 -0.000213807 -0.00127028 -8.90242e-05 0.000993531 -0.000423548 -0.000249873 -0.00036824 -0.000268488 -0.000436091 0.0026342 0.00154683 0.000524874
internal_weight=0 2177 998 100 1179 1107 121 898 643 552 480 255 208 140 986 764 703 222 128 1578 166 1412 182 96 1230 1166 1117 1023 94 94 92
internal_count=3755 2177 998 100 1179 1107 121 898 643 552 480 255 208 140 986 764 703 222 128 1578 166 1412 182 96 1230 1166 1117 1023 94 94 92
is_linear=0
shrinkage=0.0995203


Tree=3285
num_leaves=25
num_cat=0
split_feature=2 17 2 9 17 17 5 6 9 2 17 9 1 6 17 9 17 26 1 11 1 7 18 17
split_gain=0.0186816 0.0321376 0.0361814 0.0295363 0.0213513 0.0652877 0.0475252 0.029707 0.0284125 0.0864678 0.0390594 0.0227563 0.0177767 0.0365947 0.036786 0.0490787 0.0712564 0.0477128 0.0285469 0.0192511 0.0406671 0.0294348 0.017888 0.0149657
threshold=-0.077604999999999993 0.51362000000000008 -0.078784999999999994 0.094565000000000024 -0.011809999999999999 -0.0094900000000000002 -0.093384999999999982 0.10009000000000003 0.084235000000000018 -0.088385000000000005 -0.017704999999999995 0.083715000000000026 -0.07002499999999999 0.11816500000000002 0.40057000000000009 0.097680000000000031 0.0036400000000000009 0.0054200000000000012 -0.053299999999999993 -0.11166 -0.047239999999999997 -0.10984999999999999 0.11906500000000002 0.021725000000000005
decision_type=2 2 2 2 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 6 -6 -1 11 9 -8 -10 -7 13 14 15 16 17 -2 23 -20 -21 -22 -23 -14
right_child=12 -3 3 -5 5 7 8 -9 10 -11 -12 -13 18 -15 -16 -17 -18 -19 19 20 21 22 -24 -25
leaf_value=0.0035797365060102311 -0.0011662765419235409 -0.0019528910907705777 0.00061989061716407094 0.0039836347191577895 -0.0037954511849770368 0.0013953134285854443 -0.00087139586421790672 0.0024346628407374308 0.00031189094774159896 0.003424765292620373 -0.0024032781611090419 -0.00030106161036471519 0.00033050680478749386 -0.0033972569848340368 0.002150018981911517 0.0020657955478748723 -0.0036768536471059343 0.0024371958138545112 0.0015827940370430156 -0.0030487498071904806 -0.0023482209215137982 -0.0001224689395803809 0.0013385274309296858 0.0026508600464646764
leaf_weight=48 141 63 59 47 46 89 84 49 826 103 56 649 55 46 48 50 87 49 60 49 55 847 92 57
leaf_count=48 141 63 59 47 46 89 84 49 826 103 56 649 55 46 48 50 87 49 60 49 55 847 92 57
internal_value=0 0.000259326 0.000327511 0.00211909 0.000229703 -0.000150876 0.000514252 6.11087e-05 0.00037584 0.00149056 0.000138571 -9.53759e-05 -0.000188226 -0.000745542 -0.000418082 -0.000797554 -0.00131736 -0.000232651 4.21152e-06 -0.00014883 -0.00024923 -0.000110401 1.98027e-05 0.00151871
internal_weight=0 2119 2056 106 1950 833 1117 787 1069 187 882 738 1636 421 375 327 277 190 1215 1103 1043 994 939 112
internal_count=3755 2119 2056 106 1950 833 1117 787 1069 187 882 738 1636 421 375 327 277 190 1215 1103 1043 994 939 112
is_linear=0
shrinkage=0.0995203


Tree=3286
num_leaves=26
num_cat=0
split_feature=2 17 2 6 3 2 17 26 26 6 3 29 5 26 3 26 9 9 5 9 26 3 29 17 6
split_gain=0.0151446 0.0266214 0.0403493 0.0383497 0.0259718 0.0228923 0.0388134 0.033937 0.0435135 0.0230518 0.0160089 0.03686 0.0670153 0.0248479 0.0325207 0.0281164 0.0259718 0.0766292 0.047259 0.046556 0.0290048 0.0197252 0.0273198 0.0187054 0.0101609
threshold=-0.077604999999999993 0.40441500000000008 -0.07934999999999999 -0.067359999999999989 0.091865000000000016 -0.080329999999999999 -0.0044799999999999987 0.11575500000000001 0.10439000000000002 0.10737000000000003 0.14530500000000005 -1.0000000180025095e-35 -0.11065499999999999 -0.054024999999999997 0.13345500000000002 -0.078844999999999985 0.097510000000000027 0.096385000000000012 -0.072874999999999981 0.10153500000000003 0.097505000000000022 0.10556500000000002 -0.080349999999999991 -0.088160000000000002 -0.031674999999999995
decision_type=2 2 2 2 2 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 -5 7 -7 8 9 -1 13 -12 -13 15 16 21 17 20 -18 -20 -15 22 23 -2 -3
right_child=10 24 3 4 -6 6 -8 -9 -10 -11 11 12 -14 14 -16 -17 18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.00021201825047547574 0.0014832459517362456 -0.00039099471533955943 -0.00032413695368984925 0.0013556480254606075 0.0045945836580386255 -0.0033568301573642149 0.00057846214445753889 0.0026625442405306052 -0.0025095585803783472 0.0021702579676165712 -0.0011501143311350879 0.004679906561987664 -0.00016784134198271155 -0.00015511142294907207 -0.0024139702541386772 0.0027370200629811517 -0.0015422442486593495 -0.004539238077424023 0.0037490472721296336 0.00036252341802653435 -0.002045923458257921 -0.0014656046457389145 0.0026844540101029516 -0.00092306268484396224 -0.00231716069172779
leaf_weight=1581 49 62 51 49 51 47 52 57 57 62 67 47 70 646 81 48 83 47 55 152 92 60 47 92 50
leaf_count=1581 49 62 51 49 51 47 52 57 57 62 67 47 70 646 81 48 83 47 55 152 92 60 47 92 50
internal_value=0 0.000233556 0.000317211 0.00188225 0.00301569 0.000189442 -0.00128154 0.000272792 0.000192184 0.000286412 -0.000169394 0.000703869 0.00177255 -0.000280619 -0.000489313 0.000531647 -0.00034353 -0.000641285 0.000459638 0.00126628 -0.000391932 0.000101499 0.000605993 -8.10217e-05 -0.0012582
internal_weight=0 2119 2007 151 100 1856 99 1757 1700 1643 1636 184 117 1452 1156 296 1075 785 290 207 738 248 188 141 112
internal_count=3755 2119 2007 151 100 1856 99 1757 1700 1643 1636 184 117 1452 1156 296 1075 785 290 207 738 248 188 141 112
is_linear=0
shrinkage=0.0995203


Tree=3287
num_leaves=28
num_cat=0
split_feature=26 26 21 0 8 0 0 3 3 9 0 21 26 0 5 5 9 8 26 26 18 36 23 0 5 5 21
split_gain=0.0117081 0.0500363 0.0761583 0.0740372 0.0702978 0.0824661 0.0541401 0.0407462 0.0308211 0.0382442 0.0599051 0.0272492 0.0310538 0.060849 0.0414215 0.0366691 0.0558682 0.057648 0.0490238 0.0454421 0.0410146 0.0184024 0.0190006 0.0251014 0.0234545 0.0836646 0.0559983
threshold=0.08734500000000002 0.084785000000000013 0.08846500000000003 -0.080974999999999991 -0.082419999999999993 -0.085794999999999996 -0.087184999999999999 0.087385000000000032 0.11926500000000002 0.11351500000000002 -0.065939999999999985 -0.080634999999999998 0.088475000000000012 -0.086109999999999992 -0.01504 -0.0042299999999999994 0.091200000000000017 -0.088874999999999996 0.11538500000000003 0.089725000000000013 -0.11166 0.088355000000000031 -0.022119999999999997 0.12512500000000001 -0.025879999999999997 -0.015214999999999999 -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 21 3 4 5 6 -3 -7 11 10 -10 -2 13 -13 -15 16 17 -14 -18 -17 -21 22 -1 24 26 -26 -24
right_child=8 2 -4 -5 -6 7 -8 -9 9 -11 -12 12 15 14 -16 19 18 -19 -20 20 -22 -23 23 -25 25 -27 -28
leaf_value=0.0013683375235141373 0.0017545066727586143 0.0005196195193454626 0.0041696043060169292 -0.0029509617082626805 0.0045063758691869515 -0.0039373039123799802 0.0047508513859003034 0.00023579118822598222 0.0046090393587009107 -0.0012062953574537183 0.00020132346384810126 -0.0036853119296848457 -0.00069951851547635788 -0.0021891279861681414 0.0017253305528601569 -0.0035406849027175683 -0.0017169113804112327 0.0018870943144966724 0.00052619579677373881 0.0014189935065818666 -0.0011049722555015182 0.0014118978981515597 -0.0024215105663124002 -0.0022084653136103497 0.0036434349198303608 -3.3622910873942195e-05 -0.00010565379482730784
leaf_weight=83 61 84 71 50 52 46 47 46 52 51 75 79 126 49 59 58 202 262 184 82 284 84 125 58 67 714 604
leaf_count=83 61 84 71 50 52 46 47 46 52 51 75 79 126 49 59 58 202 262 184 82 284 84 125 58 67 714 604
internal_value=0 0.000205534 0.00121498 0.000566987 0.00120959 0.000437162 0.00204395 -0.00184186 -0.000149047 0.00108566 0.0020125 -0.000301604 -0.000392753 -0.00158616 -4.30941e-05 -0.000205786 0.000200859 0.001045 -0.000645537 -0.000950034 -0.000537257 -2.43918e-05 -9.79636e-05 -0.000176102 -9.7496e-05 0.000280775 -0.000503872
internal_weight=0 2131 396 325 275 223 131 92 1624 178 127 1446 1385 187 108 1198 774 388 386 424 366 1735 1651 1568 1510 781 729
internal_count=3755 2131 396 325 275 223 131 92 1624 178 127 1446 1385 187 108 1198 774 388 386 424 366 1735 1651 1568 1510 781 729
is_linear=0
shrinkage=0.0995203


Tree=3288
num_leaves=13
num_cat=0
split_feature=0 5 0 10 6 3 30 29 0 23 3 3
split_gain=0.0362748 0.0406259 0.036484 0.0369221 0.0522927 0.0253401 0.0188382 0.0339492 0.0264413 0.018839 0.0201775 0.0224447
threshold=-0.15137999999999999 -0.072054999999999994 -0.23099 0.07635500000000002 -0.095554999999999987 -0.15154999999999999 0.10214000000000002 -0.046564999999999995 -0.14731999999999998 -0.046924999999999994 -0.0091599999999999997 0.083875000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -2 8 -8 -7 -10 -11 -12
right_child=5 -3 3 -5 -6 6 7 -9 9 10 11 -13
leaf_value=-0.0013640951576104415 -0.0021242158553886254 0.0029496081687858584 0.00045462425840960631 -0.0010239789603461826 0.0047487840740695186 -0.0022073911706099476 0.0031137361003673223 -0.00059980529249432815 -0.0018400034652519737 0.0015612590887588882 -0.001164044025700809 -2.906947243105481e-06
leaf_weight=81 60 80 71 51 47 58 50 47 58 77 175 2877
leaf_count=81 60 80 71 51 47 58 50 47 58 77 175 2877
internal_value=0 0.000996138 0.000367752 0.00120265 0.00217195 -9.67125e-05 -6.00671e-05 0.00130595 -0.000101153 -6.25645e-05 -2.93557e-05 -6.97542e-05
internal_weight=0 330 250 169 118 3402 3342 97 3245 3187 3129 3052
internal_count=3732 330 250 169 118 3402 3342 97 3245 3187 3129 3052
is_linear=0
shrinkage=0.0995203


Tree=3289
num_leaves=23
num_cat=0
split_feature=0 5 0 27 6 13 9 9 9 2 21 0 9 6 9 9 9 18 18 18 18 1
split_gain=0.0294182 0.0329366 0.029589 0.0254672 0.0256713 0.0165135 0.0143335 0.0310855 0.0281818 0.0272874 0.0251827 0.0250437 0.0234912 0.0219762 0.063349 0.0530853 0.021596 0.0185223 0.0475607 0.0351289 0.0292867 0.0152258
threshold=-0.15137999999999999 -0.072054999999999994 -0.23099 0.078065000000000023 -0.095554999999999987 0.087945000000000009 0.099125000000000033 0.094435000000000033 0.10153500000000003 -0.057419999999999999 0.096230000000000024 -0.059114999999999994 0.11819000000000003 0.092705000000000023 0.096225000000000019 0.095950000000000021 0.10464500000000003 0.10085500000000001 0.11061000000000003 0.14607000000000003 0.095920000000000019 -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
left_child=1 2 -1 4 -4 6 7 17 -8 12 13 -11 16 15 -15 -9 -10 20 -19 -20 21 -2
right_child=5 -3 3 -5 -6 -7 8 10 9 11 -12 -13 -14 14 -16 -17 -18 18 19 -21 -22 -23
leaf_value=-0.00122834001856845 0.00020476952776177313 0.0026560624026696071 0.00057331692722651869 -0.0004912790800313205 0.0036998462079444409 -0.0018475724196213145 0.0024581227738112144 0.0029640831163728005 -0.0015539315985669576 0.00030735940830633898 -0.0025528504456530476 0.003115408892790389 -0.0023537875808868204 -0.0037799772888840615 0.00052578964377779749 -0.0016650665296413898 0.00057598666700966572 0.0030500528692023509 -0.0014426660373349593 0.0012036465872823571 -0.0024560643786503953 -0.00031671411875019848
leaf_weight=81 1066 80 57 63 49 52 60 48 64 90 84 49 50 60 77 50 179 67 92 108 52 1154
leaf_count=81 1066 80 57 63 49 52 60 48 64 90 84 49 50 60 77 50 179 67 92 108 52 1154
internal_value=0 0.000897002 0.000330828 0.00108296 0.00202632 -8.71595e-05 -5.95893e-05 -0.000145216 0.000436147 0.000153421 -0.00107125 0.00130314 -0.000389213 -0.000538177 -0.00135397 0.000593919 1.16515e-05 -2.8546e-05 0.000755139 -9.56414e-06 -0.000121003 -6.59393e-05
internal_weight=0 330 250 169 106 3402 3350 2858 492 432 319 139 293 235 137 98 243 2539 267 200 2272 2220
internal_count=3732 330 250 169 106 3402 3350 2858 492 432 319 139 293 235 137 98 243 2539 267 200 2272 2220
is_linear=0
shrinkage=0.0995203


Tree=3290
num_leaves=17
num_cat=0
split_feature=0 4 4 1 3 4 4 9 4 4 4 9 17 3 3 3
split_gain=0.0240031 0.0427775 0.0846305 0.0640557 0.0188025 0.0162403 0.0684623 0.0517107 0.0584298 0.0376867 0.0228128 0.0137752 0.0324119 0.0305023 0.0262408 0.0523867
threshold=-0.17809 0.086380000000000026 0.099960000000000021 0.41379000000000005 -0.15154999999999999 0.11860000000000002 0.12719000000000005 0.11351500000000002 0.14699000000000004 0.13954000000000003 0.11541000000000003 0.083760000000000015 -0.56368999999999991 0.083875000000000019 0.080495000000000025 0.083955000000000016
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 10 -7 8 9 -8 11 14 -13 -14 -6 -16
right_child=4 2 3 -5 5 6 7 -9 -10 -11 -12 12 13 -15 15 -17
leaf_value=0.0034073882753031114 -0.0018114898636722029 -0.0029633472828415213 0.003976981181904201 -0.00065272391616597177 -0.0012329524258529957 0.0038741613875753066 0.00070612461544431566 -0.0029695932828245428 0.0033298328774770403 -0.002761020290537796 -0.0022777119338699635 -0.0027372431296809416 -0.0022855441520280772 -6.5675917775163414e-05 0.0030630647878444142 0.00021645403519708983
leaf_weight=55 60 56 61 57 90 54 95 48 58 46 47 48 63 2338 74 482
leaf_count=55 60 56 61 57 90 54 95 48 58 46 47 48 63 2338 74 482
internal_value=0 0.000987035 0.000217275 0.00173366 -6.46318e-05 -3.39521e-05 0.000664018 -3.44806e-05 0.000669373 -0.000419195 -0.000101077 -6.7759e-05 -0.000175812 -0.000124264 0.000340607 0.000596792
internal_weight=0 229 174 118 3503 3443 301 247 199 141 3142 3095 2449 2401 646 556
internal_count=3732 229 174 118 3503 3443 301 247 199 141 3142 3095 2449 2401 646 556
is_linear=0
shrinkage=0.0995203


Tree=3291
num_leaves=14
num_cat=0
split_feature=6 26 26 19 26 26 19 5 5 5 17 36 0
split_gain=0.0208778 0.0139221 0.0270355 0.0249139 0.0218095 0.0280115 0.0209338 0.050943 0.0252142 0.0261439 0.0362339 0.0181091 0.0266734
threshold=0.21988000000000005 0.086985000000000021 0.086580000000000032 0.13265500000000005 0.086095000000000019 0.085740000000000025 0.0069650000000000016 -0.025879999999999997 0.41488500000000011 0.26676500000000009 -0.095109999999999986 0.088355000000000031 0.12512500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 11 8 -8 9 10 -3 12 -1
right_child=-2 3 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=8.8524138521001969e-05 0.0016901050808026978 0.0010004684380943291 0.0022430429090847252 0.001562921617160362 -0.0015390510468586934 0.0024494758844247578 -2.2684427483985457e-05 -0.0039610952627558236 0.0014779154098650627 -0.0019983357476044271 -0.00043663673296506821 0.0015473821215839418 -0.0020823028883889287
leaf_weight=1671 71 207 59 72 79 51 88 52 82 86 1076 80 58
leaf_count=1671 71 207 59 72 79 51 88 52 82 86 1076 80 58
internal_value=0 -3.29361e-05 0.000143863 -0.000245842 7.95663e-05 0.000148754 -0.000328211 -0.00149137 -0.000215419 -0.000317444 -0.000204135 8.34388e-05 1.52293e-05
internal_weight=0 3661 1998 1663 1939 1860 1591 140 1451 1369 1283 1809 1729
internal_count=3732 3661 1998 1663 1939 1860 1591 140 1451 1369 1283 1809 1729
is_linear=0
shrinkage=0.0995203


Tree=3292
num_leaves=26
num_cat=0
split_feature=0 18 8 3 17 1 6 8 0 18 3 3 20 3 1 18 18 3 8 3 3 17 20 11 17
split_gain=0.0200062 0.0458702 0.0691419 0.102925 0.0742622 0.0451819 0.0364011 0.0304215 0.0269009 0.0223104 0.0238255 0.118838 0.0507165 0.0410466 0.0315295 0.0202419 0.0529143 0.0523504 0.0630463 0.054317 0.0423966 0.0172886 0.0170467 0.0164218 0.0306877
threshold=-0.079379999999999992 -0.090899999999999995 -0.079585000000000003 0.087675000000000017 -0.021090000000000001 0.42491000000000007 -0.0048649999999999995 -0.081324999999999995 -0.078289999999999985 -0.089024999999999993 0.090765000000000026 0.090295000000000028 -0.088334999999999983 0.091545000000000029 0.0047600000000000012 -0.087529999999999983 -0.077164999999999997 0.10807500000000002 -0.011315 0.11769000000000002 0.08777500000000002 -0.53015499999999993 -0.076005000000000003 -0.085754999999999984 -0.042709999999999991
decision_type=2 2 2 2 2 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 -4 -7 -2 -3 11 12 -11 -12 -15 17 -17 18 -10 -19 -20 -18 -21 -23 -25
right_child=8 5 6 -5 -6 7 -8 -9 15 10 13 -13 -14 14 -16 16 21 19 20 22 -22 23 -24 24 -26
leaf_value=-0.0013356456201644657 -0.0020298074199296555 -0.0021284794701035468 0.00090058933859562585 0.0059877326723526787 0.003869100993809888 0.0035112386429372441 -0.0026022457025355501 0.000150818035900411 -0.0045311224612893421 -0.0024795784202432773 -0.0028014615953226617 0.0050165238556146617 0.0002385351994627782 -0.0010523009668138448 0.0003213745843524612 0.0033832372373625366 -0.0014834242369544072 0.002248580813349534 0.001502972442976489 -0.0023966904801172805 -0.0022002308256223605 -0.0012949009662889248 -3.345011856292742e-05 0.0013972589209513397 -0.00013947792920535461
leaf_weight=64 81 51 78 60 47 60 47 49 63 73 67 50 988 273 419 46 79 86 52 51 74 80 76 166 570
leaf_count=64 81 51 78 60 47 60 47 49 63 73 67 50 988 273 419 46 79 86 52 51 74 80 76 166 570
internal_value=0 0.000205964 0.00136342 0.00266451 0.000860792 3.6789e-05 -0.000409928 0.0020081 -0.000267627 -7.46398e-05 -1.81881e-05 0.000274968 5.07491e-05 -0.00044838 -0.000219369 -0.000160735 9.1022e-05 -0.000752083 -0.00195832 0.0003144 -0.000665428 -7.72723e-05 -0.000988914 5.78593e-05 0.000206011
internal_weight=0 2326 296 171 111 2030 125 109 1424 1921 1870 1111 1061 759 692 1343 941 402 189 213 126 895 127 816 736
internal_count=3750 2326 296 171 111 2030 125 109 1424 1921 1870 1111 1061 759 692 1343 941 402 189 213 126 895 127 816 736
is_linear=0
shrinkage=0.0995203


Tree=3293
num_leaves=30
num_cat=0
split_feature=0 0 1 18 8 3 1 2 2 9 2 0 3 5 2 18 8 8 8 2 26 18 26 2 8 18 3 3 3
split_gain=0.0162384 0.0414666 0.0328054 0.0363618 0.0901223 0.0782806 0.0567626 0.0313756 0.091922 0.0701543 0.118314 0.086438 0.1082 0.0578288 0.0577151 0.0267835 0.0246379 0.0238556 0.0419708 0.0551849 0.0610308 0.0599093 0.031487 0.0248311 0.0326045 0.0233273 0.0211445 0.0970424 0.0356799
threshold=-0.079379999999999992 -0.079954999999999984 0.42491000000000007 -0.090899999999999995 -0.070649999999999991 0.089165000000000022 -0.082635 -0.080744999999999997 -0.08237499999999999 0.088825000000000029 -0.14091999999999996 -0.070134999999999989 0.11125500000000002 0.13648000000000002 -0.078994999999999996 -0.112385 -0.081324999999999995 0.0017700000000000003 -0.070649999999999991 -0.073884999999999992 0.095525000000000013 -0.065634999999999985 -0.066534999999999997 0.097285000000000024 -0.011315 -0.089024999999999993 0.090765000000000026 0.090295000000000028 0.091405000000000028
decision_type=2 2 2 2 2 2 2 2 2 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 6 -1 8 9 10 -2 -11 13 -13 -9 -6 -4 18 19 20 -16 -21 -19 24 -20 -5 27 -27 -28
right_child=7 -3 16 25 15 -7 -8 14 -10 11 -12 12 -14 -15 17 -17 -18 22 23 21 -22 -23 -24 -25 -26 26 28 -29 -30
leaf_value=0.0032054195703265826 0.0008200131726472141 0.0030809729514128521 0.0031617996189102688 -0.0022606349369601866 -0.0030170385106979597 0.0059607316745159712 -0.00085422828000807907 0.0032851469500689832 -0.0042274338542076569 0.0036914974224087249 -0.0052471588527248604 -0.0042310791185918625 0.0027367641169835297 -0.00027055818306537298 -0.00058707768061444792 0.00027676140776444535 0.00013580856902531505 0.00014252383183084068 0.00071283029976551267 0.002899388332518525 -0.0052302812713078441 -0.00057316492627441636 -0.0032141929037715752 -0.00079171577017189806 0.0032299554726278657 1.677706392335495e-05 -0.0030952321378476351 0.0045937320464856076 -0.00028698492317390354
leaf_weight=69 62 48 60 49 48 46 67 53 70 66 65 63 73 88 73 49 49 57 219 62 46 238 53 69 67 1048 48 48 697
leaf_count=69 62 48 60 49 48 46 67 53 70 66 65 63 73 88 73 49 49 57 219 62 46 238 53 69 67 1048 48 48 697
internal_value=0 0.000185501 0.000124131 3.90826e-05 0.00109992 0.00240733 0.00119943 -0.000241164 -0.000889301 -0.00032698 -0.00227879 0.000524955 -0.00040439 -0.00192838 9.48276e-05 -0.00134472 0.001809 -9.55213e-05 9.83855e-05 -0.000574987 -0.00238881 0.000141768 -0.00146736 0.000895461 0.00130537 -0.000117084 -5.95869e-05 0.000217975 -0.000469018
internal_weight=0 2326 2278 2169 279 182 136 1424 487 417 127 290 224 151 937 97 109 884 774 419 119 300 110 355 286 1890 1841 1096 745
internal_count=3750 2326 2278 2169 279 182 136 1424 487 417 127 290 224 151 937 97 109 884 774 419 119 300 110 355 286 1890 1841 1096 745
is_linear=0
shrinkage=0.0995203


Tree=3294
num_leaves=15
num_cat=0
split_feature=0 0 6 1 9 19 4 5 27 3 9 6 20 4
split_gain=0.0143283 0.0304031 0.0320923 0.0683207 0.0269096 0.0250464 0.0236642 0.0315123 0.0222995 0.0272537 0.0330219 0.0228412 0.0235016 0.01893
threshold=-0.027364999999999997 0.048265000000000009 0.041585000000000011 -0.11064999999999998 -0.20504500000000001 0.075380000000000016 0.10606500000000003 0.27139000000000008 -0.032854999999999995 0.15361500000000003 0.13087500000000005 0.12241500000000002 -0.24910499999999999 0.10495500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 7 -3 -6 10 11 13 -13 -10
right_child=1 5 -4 -5 8 -7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=0.0022173151246753838 -0.0049299279400802356 -0.00098346010068642059 0.00061104872793571756 -0.00019583925423563819 0.001824144961918748 0.0022580960560839945 -0.0019461158963683704 0.0017841350718357115 -1.5768676840973807e-05 -0.0018718148227045738 0.0023533517073750843 -1.7656850145168884e-05 -0.0029884464780356701 0.00083748638748941124
leaf_weight=58 57 85 48 65 69 46 62 78 2655 74 61 57 50 285
leaf_count=58 57 85 48 65 69 46 62 78 2655 74 61 57 50 285
internal_value=0 -0.000511618 -0.00155532 -0.00241438 9.21973e-05 0.000140085 -0.000289292 0.000335888 5.4032e-05 1.53907e-05 6.05876e-05 1.44185e-05 -0.00141353 6.66664e-05
internal_weight=0 441 170 122 3309 271 225 163 3251 3182 3108 3047 107 2940
internal_count=3750 441 170 122 3309 271 225 163 3251 3182 3108 3047 107 2940
is_linear=0
shrinkage=0.0995203


Tree=3295
num_leaves=18
num_cat=0
split_feature=21 0 21 2 0 21 5 0 29 38 0 18 18 26 3 26 18
split_gain=0.0151952 0.0492451 0.0238555 0.104307 0.0195724 0.0612644 0.0505949 0.0325811 0.017588 0.0305251 0.0185709 0.025698 0.0620242 0.0455731 0.0184273 0.0376138 0.0320811
threshold=-0.032929999999999994 -0.20796499999999998 -0.0086749999999999987 -0.086304999999999993 -0.085349999999999995 -0.085574999999999998 -0.019465 -0.090939999999999993 -0.096654999999999991 -0.051829999999999994 -0.014889999999999999 -0.046804999999999992 -0.12363 0.096685000000000021 0.11492500000000001 0.12086000000000002 0.10085500000000001
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 6 -6 7 -3 -4 -10 14 12 -12 -13 15 -11 -16
right_child=2 4 8 -5 5 -7 -8 -9 9 10 11 13 -14 -15 16 -17 -18
leaf_value=-0.0033915724529262501 0.0046034338649892674 0.00053914075086453842 -0.0015112977542532007 -0.0014909298360003922 0.0010114496297658263 -0.0032724027650606526 0.0029180534950679999 -0.002706128133993482 0.0019328640778695499 -0.0001059189863269748 0.00045139215114923468 0.00074865802366163886 -0.0043284484702938754 -0.0025563303870029547 0.00024589314302400384 0.0016967105747282382 0.0022652221115289067
leaf_weight=53 55 91 71 56 68 64 60 46 85 2181 53 166 54 55 372 121 99
leaf_count=53 55 91 71 56 68 64 60 46 85 2181 53 166 54 55 372 121 99
internal_value=0 -0.000575725 8.65188e-05 0.00152143 -0.00011962 -0.00105937 0.000505904 -0.000544537 3.73652e-05 7.21341e-05 2.08665e-05 -0.000686936 -0.00195321 -7.01466e-05 0.000104883 -1.08117e-05 0.000672076
internal_weight=0 382 3368 111 329 132 197 137 3257 3186 3101 328 107 221 2773 2302 471
internal_count=3750 382 3368 111 329 132 197 137 3257 3186 3101 328 107 221 2773 2302 471
is_linear=0
shrinkage=0.0995203


Tree=3296
num_leaves=20
num_cat=0
split_feature=2 18 2 2 2 18 0 8 5 2 1 2 2 21 0 1 21 21 21
split_gain=0.0144644 0.0217415 0.0167339 0.0405278 0.0173221 0.0231361 0.0267582 0.0736913 0.0677341 0.0449777 0.0812374 0.0787971 0.0180961 0.0137897 0.024777 0.0185963 0.0160369 0.0535869 0.0416488
threshold=-0.23128999999999997 -0.046804999999999992 -0.080069999999999988 -0.079604999999999995 -0.080484999999999987 0.11417000000000002 -0.081534999999999982 -0.08569499999999998 -0.082635 -0.086050000000000001 -0.083284999999999984 -0.086440000000000003 -0.087944999999999995 -0.091104999999999992 -0.23099 0.18123500000000006 0.087235000000000021 0.090095000000000022 0.083050000000000027
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 5 6 9 -8 -9 11 -11 -2 -7 -5 15 -15 18 -18 -16
right_child=2 -3 3 13 -6 12 7 8 -10 10 -12 -13 -14 14 16 -17 17 -19 -20
leaf_value=-0.000185873300703323 -0.00026859934608283579 0.0025658617575551709 0.0029814347168976661 -0.0015913004137314655 -0.0020154684039090662 -6.3456275785460085e-05 0.0040250205897802253 -0.0034562105241943784 0.00034966935451966318 -0.0032997193490589471 -0.00050989172920480705 0.0039730715816230413 0.0026819457220683429 0.0030925622652002976 0.00015063467423542806 0.00032966822955059303 -0.0027071950674348449 1.3124107230564651e-05 0.0027788461392563328
leaf_weight=59 449 54 50 46 53 46 48 52 423 134 457 48 48 48 910 50 81 621 64
leaf_count=59 449 54 50 46 53 46 48 52 423 134 457 48 48 48 910 50 81 621 64
internal_value=0 0.00112187 -2.14025e-05 0.000185586 -0.000242043 -0.000186436 -0.000275412 0.000308582 -6.52512e-05 -0.000556889 -0.00114383 0.000139412 0.00132974 0.000108327 0.00015286 0.00169128 6.24162e-05 -0.000299593 0.000324171
internal_weight=0 113 3628 1870 1758 1705 1611 523 475 1088 591 497 94 1820 1774 98 1676 702 974
internal_count=3741 113 3628 1870 1758 1705 1611 523 475 1088 591 497 94 1820 1774 98 1676 702 974
is_linear=0
shrinkage=0.0995203


Tree=3297
num_leaves=9
num_cat=0
split_feature=17 2 5 17 17 2 0 2
split_gain=0.0245064 0.0225106 0.0391528 0.0166157 0.0207402 0.013281 0.0323663 0.0228838
threshold=-0.56368999999999991 -0.241895 0.63223000000000018 -0.55026999999999993 -0.53166999999999998 -0.080604999999999996 -0.071799999999999989 -0.080329999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -7
right_child=1 2 -4 4 5 7 -8 -9
leaf_value=0.0016924610895455762 0.0021367773181904907 -0.0018961061902449754 -0.002878586969326042 0.001516283106189633 -0.00041104243026784791 0.0023411435743779449 0.00098989253024160846 9.2307138553166264e-05
leaf_weight=84 47 46 48 88 1380 46 185 1817
leaf_count=84 47 46 48 88 1380 46 185 1817
internal_value=0 -2.67349e-05 -5.51293e-05 -1.68517e-05 7.50188e-06 -3.09912e-05 -0.000244914 0.000148273
internal_weight=0 3657 3610 3562 3516 3428 1565 1863
internal_count=3741 3657 3610 3562 3516 3428 1565 1863
is_linear=0
shrinkage=0.0995203


Tree=3298
num_leaves=9
num_cat=0
split_feature=17 2 5 17 17 2 2 2
split_gain=0.0198698 0.0182526 0.0317485 0.013474 0.0171242 0.0131522 0.026763 0.0181144
threshold=-0.56368999999999991 -0.241895 0.63223000000000018 -0.55026999999999993 -0.53896499999999992 -0.080604999999999996 -0.081055000000000002 -0.080329999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -7
right_child=1 2 -4 4 5 7 -8 -9
leaf_value=0.0015240269903904523 0.0019241248318542323 -0.0017074053694230377 -0.002592109441896286 0.001717896699539117 -0.00013468084852340324 0.0021081525896488387 -0.0019513719956764735 0.00010718804961671704
leaf_weight=84 47 46 48 57 1496 46 85 1832
leaf_count=84 47 46 48 57 1496 46 85 1832
internal_value=0 -2.40074e-05 -4.95977e-05 -1.5106e-05 6.80164e-06 -2.11584e-05 -0.00023287 0.000156636
internal_weight=0 3657 3610 3562 3516 3459 1581 1878
internal_count=3741 3657 3610 3562 3516 3459 1581 1878
is_linear=0
shrinkage=0.0995203


Tree=3299
num_leaves=13
num_cat=0
split_feature=17 2 17 18 18 21 26 1 17 26 2 26
split_gain=0.0161113 0.0148007 0.0187197 0.0112113 0.0296936 0.0199731 0.0454743 0.0266517 0.01852 0.0172995 0.0438085 0.0378365
threshold=-0.56368999999999991 -0.241895 -0.55026999999999993 -0.098315 -0.10872 0.11639500000000003 0.094025000000000011 -0.0012649999999999998 -0.53166999999999998 0.086095000000000019 -0.083974999999999994 0.085740000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 -4 -5 11 -11 -10
right_child=1 2 3 8 -6 6 -8 -9 9 10 -12 -13
leaf_value=0.001372355602995851 0.0017326357651207889 -0.0017591351776884943 -0.00013037009300236922 0.0019715140047478767 -0.0025235575868935386 -0.0011282169284174044 0.0027776512033623291 -0.0026352433603241553 0.0001695272348212529 -0.001145522157227077 8.6557472391959932e-05 0.0029827813708054869
leaf_weight=84 47 62 208 49 61 56 62 53 1455 377 1178 49
leaf_count=84 47 62 208 49 61 56 62 53 1455 377 1178 49
internal_value=0 -2.15959e-05 -4.46617e-05 -1.44711e-05 -0.00048483 -0.000154536 0.000917082 -0.000642159 5.18542e-05 2.08369e-05 -0.000211626 0.000261727
internal_weight=0 3657 3610 3548 440 379 118 261 3108 3059 1555 1504
internal_count=3741 3657 3610 3548 440 379 118 261 3108 3059 1555 1504
is_linear=0
shrinkage=0.0995203


Tree=3300
num_leaves=23
num_cat=0
split_feature=21 18 18 6 5 17 1 1 1 18 0 0 28 6 6 6 2 2 18 5 1 4
split_gain=0.0295845 0.0262683 0.0605832 0.0424867 0.0419801 0.0371714 0.0389802 0.0811873 0.0772538 0.0536341 0.0524185 0.0501896 0.0255498 0.0203714 0.0388267 0.0355147 0.0142556 0.0653941 0.0497228 0.0198352 0.0258181 0.0204648
threshold=-0.10223999999999998 0.094870000000000024 0.10189500000000003 0.087235000000000021 -0.081415000000000001 -0.45791500000000002 -0.079844999999999985 -0.083284999999999984 -0.077945 -0.007069999999999999 -0.082039999999999988 -0.077174999999999994 0.088260000000000019 0.086275000000000032 0.085570000000000021 0.08481000000000001 -0.082404999999999992 -0.080329999999999999 0.13266500000000003 -0.072535000000000002 0.0013500000000000003 0.10845500000000002
decision_type=2 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 12 -3 -5 7 9 -8 -7 -9 -10 13 14 15 -2 18 -18 -4 20 -19 -21
right_child=1 2 16 5 -6 6 8 10 11 -11 -12 -13 -14 -15 -16 -17 17 19 -20 21 -22 -23
leaf_value=0.0018527746514890749 -8.9507061008215673e-05 -0.0049781131198556022 -0.0035549939378959937 -0.0018947771126495696 -0.00081129434708768992 0.0012129839761002863 -0.0037419207015289531 0.0063731462421664688 -0.00023121059244076179 -0.0022608467747589119 0.0018643565642571778 0.0027962403947870661 -0.0024448130533039026 -0.0018039396847447623 0.0025442386060432428 -0.0026540230323325782 0.0035485436134996954 -0.00021584273592006005 0.00063140086456892541 0.0006358325966132753 -0.003029136480246082 -0.0015415484673835141
leaf_weight=79 1993 50 51 53 47 283 47 46 188 52 59 76 49 71 54 55 46 78 62 180 56 56
leaf_count=79 1993 50 51 53 47 283 47 46 188 52 59 76 49 71 54 55 46 78 62 180 56 56
internal_value=0 -9.35431e-05 -0.00068042 2.7596e-05 -0.00296758 0.00064777 0.000828294 0.00143112 -2.1941e-05 0.000671319 0.00384743 0.000637228 -0.000196437 -0.000145361 -8.89486e-05 -0.000158778 -0.000259488 7.81611e-06 -0.00125079 -0.00043017 -0.00139766 0.000115697
internal_weight=0 3652 626 3026 97 804 751 440 311 335 105 264 2222 2173 2102 2048 529 416 113 370 134 236
internal_count=3731 3652 626 3026 97 804 751 440 311 335 105 264 2222 2173 2102 2048 529 416 113 370 134 236
is_linear=0
shrinkage=0.0995203


Tree=3301
num_leaves=16
num_cat=0
split_feature=20 2 1 1 1 8 5 17 17 17 6 3 0 0 3
split_gain=0.0436756 0.0255383 0.0273666 0.0423729 0.0401914 0.041197 0.03216 0.0401081 0.0946951 0.0632147 0.0182609 0.0607399 0.0143982 0.039481 0.0241048
threshold=-0.41270499999999993 -0.24206999999999998 -0.079844999999999985 -0.080844999999999986 -0.077774999999999997 -0.080569999999999989 -0.09583499999999999 0.066010000000000027 0.14342500000000005 0.0031350000000000006 0.11642500000000001 0.10850000000000003 -0.057604999999999996 -0.051394999999999996 0.15537500000000004
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 -3 9 -9 -8 12 -12 14 -14 -6
right_child=1 2 4 -5 10 -7 7 8 -10 -11 11 -13 13 -15 -16
leaf_value=0.0029670950949278953 -0.0023429353300055875 -0.0020007636236167793 -0.00029076888639388164 0.002938505356580379 -0.0002098173320987175 -0.004259111520593252 0.00031297577969277416 0.0050760188447097941 -0.00058642679106700056 -0.0032241554379902329 0.0026547395491954926 -0.0012888382593233868 -0.0033654742549657389 -0.00024362935398058132 0.0018149889865336809
leaf_weight=47 49 62 56 59 1910 49 892 55 62 53 86 70 53 168 60
leaf_count=47 49 62 56 59 1910 49 892 55 62 53 86 70 53 168 60
internal_value=0 -8.56894e-05 -5.50363e-05 0.000337804 -0.000244901 -0.00215046 0.000200562 0.000329848 0.00206841 0.000113731 -0.000159302 0.000879938 -0.00023367 -0.000996012 -0.000147733
internal_weight=0 3684 3635 1183 2452 105 1124 1062 117 945 2347 156 2191 221 1970
internal_count=3731 3684 3635 1183 2452 105 1124 1062 117 945 2347 156 2191 221 1970
is_linear=0
shrinkage=0.0995203


Tree=3302
num_leaves=25
num_cat=0
split_feature=6 18 18 1 6 9 26 2 2 3 3 2 3 3 4 3 21 6 6 18 21 9 9 9
split_gain=0.0245746 0.0193378 0.0595559 0.0499245 0.027231 0.0573526 0.0757027 0.046751 0.0782216 0.15009 0.0606968 0.0543526 0.0199664 0.049654 0.0301823 0.0259168 0.031619 0.0365309 0.0179685 0.0313722 0.0953034 0.0194193 0.0407027 0.0281393
threshold=0.23153500000000005 0.094870000000000024 0.10256000000000003 -0.075804999999999997 0.087235000000000021 0.084055000000000032 0.083705000000000016 -0.085944999999999994 -0.082644999999999982 0.088285000000000016 0.098225000000000021 -0.090394999999999989 0.10038500000000002 0.10708000000000002 0.10845500000000002 0.095630000000000021 0.09185500000000002 0.087515000000000023 0.086100000000000024 0.088250000000000009 0.087625000000000022 0.10371500000000002 0.11351500000000002 0.098720000000000016
decision_type=2 2 2 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 18 6 -6 11 9 -9 -10 -7 15 -14 -15 16 17 -4 19 21 -21 23 -23 -1
right_child=-2 2 12 -5 5 7 -8 8 10 -11 -12 -13 13 14 -16 -17 -18 -19 -20 20 -22 22 -24 -25
leaf_value=-0.0002025524716476452 0.0019896252903758012 -0.00068889242642851671 -0.0027786798891914388 -0.0051202767657071149 0 0.00053639715310228376 0.0057186932416251179 0.00016757045252581212 -0.00065172041810390453 0.0068139671522541301 0.0024973390106185316 -0.00297527520870063 -0.0037400817391316796 0.0011534684510079074 -0.0016309130739917516 0.0023708222691333457 0.0020200003286829997 0.00023144724902810713 -0.0016057442664717131 0.0043186798874316921 -0.001307061898010637 0.0024152376850378938 -0.00045178486503725157 -0.002078707764829144
leaf_weight=1784 58 54 57 48 46 88 46 90 316 54 75 86 47 89 68 53 56 132 81 59 60 84 117 83
leaf_count=1784 58 54 57 48 46 88 46 90 316 54 75 86 47 89 68 53 56 132 81 59 60 84 117 83
internal_value=0 -7.47106e-05 -0.000589505 -0.00278228 2.63377e-05 0.000525391 0.0028639 0.000220791 0.000682638 0.00266566 -4.5587e-05 -0.00119455 -0.000142331 -0.000902095 -4.72917e-05 0.000375029 -5.33733e-05 -0.000672038 -0.000149554 -9.52471e-05 0.00147529 -0.000186017 0.000742301 -0.000286398
internal_weight=0 3673 604 102 3069 801 92 709 535 144 391 174 502 204 157 298 245 189 2268 2187 119 2068 201 1867
internal_count=3731 3673 604 102 3069 801 92 709 535 144 391 174 502 204 157 298 245 189 2268 2187 119 2068 201 1867
is_linear=0
shrinkage=0.0995203


Tree=3303
num_leaves=17
num_cat=0
split_feature=20 2 1 5 5 17 17 17 1 17 6 3 3 6 9 6
split_gain=0.0320398 0.0199251 0.0201495 0.0344339 0.099779 0.033277 0.0969332 0.0394327 0.0330952 0.0342387 0.0160502 0.0425134 0.0391637 0.0238612 0.0899625 0.0195735
threshold=-0.41270499999999993 -0.24206999999999998 -0.079844999999999985 -0.095609999999999987 -0.088174999999999989 0.066010000000000027 0.14342500000000005 -0.011809999999999999 -0.077634999999999996 0.0021900000000000005 -0.07664 0.084380000000000024 0.086965000000000028 -0.085885000000000003 0.088285000000000016 -0.088444999999999982
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 7 -7 -6 9 -4 13 -12 -13 15 -15 -10
right_child=1 2 8 4 5 6 -8 -9 10 -11 11 12 -14 14 -16 -17
leaf_value=0.0025433696213075919 -0.0020651245554301036 -0.0018962459220995915 -0.0036804728551172016 0.0046824158267868001 0.00034920169987180726 0.0048781552596404917 -0.00064605831930580622 -0.0012209623990502533 -0.00035085422087147378 -0.00026276692240676815 -0.0026410307219932733 0.0026213085939930142 0.00011972816299257871 -0.0052017681754521683 0.00022098664122165775 0.0012233773741611137
leaf_weight=47 49 67 54 52 734 55 73 202 959 64 52 66 1038 46 88 85
leaf_count=47 49 67 54 52 734 55 73 202 959 64 52 66 1038 46 88 85
internal_value=0 -7.13044e-05 -4.42024e-05 0.000292844 0.000425002 0.000216163 0.00172123 9.46685e-06 -0.000207149 -0.00183374 -0.000124563 0.000138366 0.000270021 -0.000383275 -0.00163445 -0.0002219
internal_weight=0 3684 3635 1183 1116 1064 128 936 2452 118 2334 1156 1104 1178 134 1044
internal_count=3731 3684 3635 1183 1116 1064 128 936 2452 118 2334 1156 1104 1178 134 1044
is_linear=0
shrinkage=0.0995203


Tree=3304
num_leaves=15
num_cat=0
split_feature=2 27 17 7 4 3 5 26 29 18 17 18 18 2
split_gain=0.0268777 0.0357679 0.0272585 0.0296139 0.0427602 0.054444 0.0549116 0.0213055 0.028655 0.0186953 0.0412312 0.0298735 0.0234349 0.0214715
threshold=-0.122295 -0.086859999999999993 0.10178500000000003 0.056805000000000015 0.10801000000000002 0.092735000000000026 0.41088500000000011 -0.23202999999999999 -0.10206999999999999 -0.0086449999999999982 -0.55286000000000002 -0.010029999999999999 -0.0042299999999999994 -0.081055000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 -3 -9 10 -10 -12 -11 -14
right_child=1 7 -4 -5 -6 6 -8 8 9 12 11 -13 13 -15
leaf_value=-0.001015668291794645 -0.0024351991425522494 -0.0021136909244432694 -0.0013164327820675661 0.0029741433591135478 -0.0017540640346690255 0.0051447754764090154 0.00067784776838777211 0.002349954287590971 0.0023983669551682144 0.0017084827400641038 -0.00036707867293337115 -0.0028695532776955011 0.0006914260868565612 -0.00016142550289704181
leaf_weight=60 66 51 52 68 57 50 61 48 52 88 1419 49 383 1234
leaf_count=60 66 51 52 68 57 50 61 48 52 88 1419 49 383 1234
internal_value=0 -0.000140572 0.000777685 0.00114834 0.000600207 0.00138975 0.00269735 -9.47641e-05 -6.30549e-05 -9.92234e-05 -0.000353143 -0.000451166 0.000126665 4.00733e-05
internal_weight=0 3390 348 296 228 171 111 3324 3273 3225 1520 1468 1705 1617
internal_count=3738 3390 348 296 228 171 111 3324 3273 3225 1520 1468 1705 1617
is_linear=0
shrinkage=0.0995203


Tree=3305
num_leaves=19
num_cat=0
split_feature=2 21 27 1 0 4 4 6 2 6 6 6 6 1 3 17 26 6
split_gain=0.0229518 0.0360941 0.023597 0.0227652 0.0286623 0.0418294 0.0264983 0.0197159 0.0187309 0.0176719 0.0389529 0.0336964 0.0292018 0.0186162 0.058348 0.0463064 0.0547679 0.0428707
threshold=-0.10018999999999999 -0.0086749999999999987 -0.086859999999999993 -0.50597999999999999 0.12433000000000002 0.10386500000000003 0.087010000000000018 0.084050000000000027 -0.097214999999999996 0.096435000000000021 0.094100000000000031 0.092705000000000023 0.091025000000000023 -0.050379999999999994 0.10850000000000003 0.26430000000000003 0.096155000000000018 0.099330000000000016
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 7 -5 -4 10 11 12 -10 15 -15 17 -17 -11
right_child=2 3 8 4 -6 -7 -8 -9 9 13 -12 -13 -14 14 -16 16 -18 -19
leaf_value=0.0032606659472124563 -0.0020336742667547147 0.0022574875177669975 -0.0019770246067217878 -0.0010417012446499688 0.0023130748467299093 -0.0021579796746706466 0.0024777127478955376 0.0011642065567083022 -4.4633982599325498e-05 -0.0025738314785395521 0.0023437072866565991 -0.002543162184373551 0.0018753501601120645 0.0024489549046773345 -0.00202072557479308 -0.0053340757478356326 -0.00062091116402631307 0.00042152067746826626
leaf_weight=46 64 52 52 102 47 88 48 66 2493 62 70 52 81 65 52 46 53 199
leaf_count=46 64 52 52 102 47 88 48 66 2493 62 70 52 81 65 52 46 53 199
internal_value=0 0.000617693 -0.000140723 0.000313982 2.37229e-05 -0.00032753 0.000414419 -0.000170222 -0.000102903 -7.19317e-05 2.6568e-05 -3.48871e-05 1.54671e-05 -0.000630368 0.000455433 -0.000985527 -0.00281914 -0.000286883
internal_weight=0 449 3289 403 351 304 216 168 3225 3173 2696 2626 2574 477 117 360 99 261
internal_count=3738 449 3289 403 351 304 216 168 3225 3173 2696 2626 2574 477 117 360 99 261
is_linear=0
shrinkage=0.0995203


Tree=3306
num_leaves=31
num_cat=0
split_feature=2 17 7 4 3 18 4 18 3 3 3 0 2 0 2 0 1 8 5 3 3 3 3 5 6 18 8 6 18 18
split_gain=0.0186354 0.0229037 0.0250124 0.0286616 0.0354768 0.0339188 0.0238066 0.0197966 0.0317594 0.0917559 0.0629421 0.0644368 0.0487533 0.0777967 0.0442142 0.0457942 0.0325593 0.0290337 0.0355508 0.0218497 0.0650346 0.0268915 0.0400797 0.0798751 0.0266446 0.0446147 0.0607858 0.0686734 0.0350988 0.0185457
threshold=-0.10018999999999999 0.10178500000000003 0.056805000000000015 0.10252500000000002 0.096775000000000014 -0.025879999999999997 0.10722500000000003 -0.085834999999999995 0.090835000000000013 0.093615000000000018 0.089165000000000022 -0.082404999999999992 -0.082404999999999992 -0.086414999999999992 -0.086050000000000001 -0.055729999999999995 -0.080844999999999986 -0.073029999999999984 0.41370500000000004 0.08622500000000001 0.086965000000000028 0.087385000000000032 0.08888500000000002 -0.0073899999999999999 0.08846500000000003 -0.016464999999999997 -0.085605000000000001 0.084985000000000019 0.088250000000000009 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 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5 8 10 -10 11 12 13 -2 -13 -16 -11 -18 -19 24 -21 -22 23 -23 25 -9 28 -28 -27 -24
right_child=7 -3 -4 6 -6 -7 -8 19 9 16 -12 14 -14 -15 15 -17 17 18 -20 20 21 22 29 -25 -26 26 27 -29 -30 -31
leaf_value=0.0017008525604520839 0.0012896069793578296 -0.0012138463504258075 0.0024902567533683765 -0.0025267388731480198 0.0029165531368030243 -0.0015556522165005356 0.00039569055454986504 -0.0030947429182437568 0.0039268850226700331 -0.0024973430270640341 -0.0042829809394470631 -0.0012686945222458552 -0.0045463613632356573 -0.0038473543584122138 0.0040818088404939194 -0.00014275823903061959 0.0016217656791117359 0.0015395233898518417 -0.0017033266747749176 0.0027574438541594407 -0.0022669791144047441 0.0023813242293344392 -0.00032105912145121768 -0.00179200474193559 -0.002572259023714434 -0.0015152735071998569 -1.5513872165349673e-06 0.0041543799035780324 0.001367696030311112 0.00039243525148587391
leaf_weight=67 68 62 74 47 73 60 66 51 53 67 56 67 53 51 52 49 74 47 115 91 49 176 1077 61 58 209 110 61 52 542
leaf_count=67 68 62 74 47 73 60 66 51 53 67 56 67 53 51 52 49 74 47 115 91 49 176 1077 61 58 209 110 61 52 542
internal_value=0 0.000556583 0.000842333 0.000450113 0.00116763 0.0001559 -0.000812589 -0.000126792 -0.000575266 0.000104744 -0.00118865 -0.000676592 -0.00203186 -0.000905069 0.000706067 0.00202416 -0.000561114 -7.95333e-06 -0.000757446 5.81835e-06 0.00015819 3.35962e-05 9.47745e-05 0.00130372 -0.000554837 -0.000310885 1.58706e-05 0.00147619 -0.000937752 -8.16937e-05
internal_weight=0 449 387 313 200 127 113 3289 752 356 396 340 172 119 168 101 303 236 162 2537 1996 1905 1856 237 541 483 432 171 261 1619
internal_count=3738 449 387 313 200 127 113 3289 752 356 396 340 172 119 168 101 303 236 162 2537 1996 1905 1856 237 541 483 432 171 261 1619
is_linear=0
shrinkage=0.0995203


Tree=3307
num_leaves=12
num_cat=0
split_feature=11 4 26 8 29 21 1 1 0 20 1
split_gain=0.0179995 0.0181836 0.0263545 0.0219052 0.0165025 0.034614 0.0175699 0.0254603 0.0245759 0.0230216 0.0262268
threshold=0.099835000000000021 0.13954000000000003 0.50635500000000022 -0.092299999999999993 0.0035350000000000004 0.097380000000000022 0.15756500000000004 0.081675000000000011 -0.22163999999999998 -0.09280999999999999 0.50644500000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 6 -6 7 8 -1 -8 -11
right_child=-2 3 -4 -5 5 -7 9 -9 -10 10 -12
leaf_value=-0.0015621200630259238 0.0019157865496796025 -6.7846446580681723e-05 0.0021192762427446475 -0.0026832859900096971 -0.0023032050280448659 0.0010328215922745907 -0.00112410680631172 -0.0018337346942979508 1.0110187215784973e-05 0.0015717317415870516 -0.00045609997320446055
leaf_weight=102 46 73 56 57 88 47 61 81 2820 219 88
leaf_count=102 46 73 56 57 88 47 61 81 2820 219 88
internal_value=0 -6.46949e-05 -2.22673e-05 -0.00122091 -5.67069e-05 -0.00113571 -1.32527e-05 -9.30264e-05 -4.44925e-05 0.000635502 0.000987798
internal_weight=0 3692 3562 130 3506 135 3371 3003 2922 368 307
internal_count=3738 3692 3562 130 3506 135 3371 3003 2922 368 307
is_linear=0
shrinkage=0.0995203


Tree=3308
num_leaves=22
num_cat=0
split_feature=3 6 4 3 3 3 4 3 5 9 1 6 17 8 4 4 4 18 0 0 0
split_gain=0.0629259 0.114041 0.025678 0.0897045 0.043575 0.050866 0.0427101 0.0580364 0.033768 0.0311659 0.0234231 0.0820644 0.0426048 0.0494271 0.0231734 0.0254038 0.0550435 0.0465377 0.0410812 0.0200453 0.0147323
threshold=0.083955000000000016 0.086965000000000028 0.10495500000000003 0.10871500000000002 0.11492500000000001 0.12015500000000003 0.095805000000000015 0.10792500000000002 0.062500000000000014 -0.093949999999999992 0.015980000000000005 -0.41910500000000001 -0.0064000000000000003 -0.01187 0.090805000000000011 0.079225000000000018 0.08544000000000003 0.044095000000000009 -0.13752999999999999 -0.085684999999999997 -0.084759999999999988
decision_type=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 -6 14 -8 9 -7 12 -12 13 20 15 18 -17 -18 -2 -20 -1
right_child=2 -3 3 4 5 8 7 -9 -10 -11 11 -13 -14 -15 -16 16 17 -19 19 -21 -22
leaf_value=0.00096275070647509604 0.0028301738772415785 0.0055482609948753299 0.0048199162839253351 -0.0021332267810880243 0.003422952523963553 0.001640155227507135 -0.0032814297159393583 0.00095591274733283565 0.0026518701449625031 -0.00087969788926354033 -0.00035115813126837493 0.0046871384410352877 -0.0025581401043395934 -0.001699854221684313 0.0021572637283984184 -0.003037137739432249 -0.0016516241916747039 0.0026425412491177793 -0.0004214140702388113 0.00018186249096654479 0.003310898927119246
leaf_weight=62 51 55 47 65 56 64 91 49 46 201 78 54 49 53 48 85 52 48 828 1598 48
leaf_count=62 51 55 47 65 56 64 91 49 46 201 78 54 49 53 48 85 52 48 828 1598 48
internal_value=0 0.00133845 1.56021e-05 0.000690015 0.000238802 0.000661147 -9.74594e-05 -0.00179251 0.000161212 -0.00026804 0.000662992 0.00170376 1.11034e-05 0.000788475 -9.58999e-06 -4.89693e-05 -0.00117405 0.000401389 3.47293e-05 -2.36999e-05 0.00199484
internal_weight=0 399 3329 479 432 367 2850 140 311 265 344 132 212 163 2710 2662 185 100 2477 2426 110
internal_count=3728 399 3329 479 432 367 2850 140 311 265 344 132 212 163 2710 2662 185 100 2477 2426 110
is_linear=0
shrinkage=0.0995203


Tree=3309
num_leaves=9
num_cat=0
split_feature=17 17 17 26 28 10 13 6
split_gain=0.0313782 0.0186079 0.0190778 0.0207663 0.0259234 0.0195213 0.018452 0.0112249
threshold=-0.56655999999999984 -0.55286000000000002 -0.54604999999999992 0.26711000000000013 0.080375000000000016 0.093790000000000026 1.0000000180025095e-35 -0.085885000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -5
right_child=1 2 3 7 -6 -7 -8 -9
leaf_value=-0.0018860963358806829 0.0018530346686330252 -0.001702381044146479 0.00018745122450533386 -0.0021307050653532212 0.0024314835500380627 -0.0017592331219850983 0.0019087263919185314 -0.00012099862264176937
leaf_weight=74 65 54 3258 57 52 50 63 55
leaf_count=74 65 54 3258 57 52 50 63 55
internal_value=0 0.000183097 0.000152625 0.000181193 0.000225025 0.000190746 0.000220351 -0.00115111
internal_weight=0 3654 3589 3535 3423 3371 3321 112
internal_count=3728 3654 3589 3535 3423 3371 3321 112
is_linear=0
shrinkage=0.0995203


Tree=3310
num_leaves=22
num_cat=0
split_feature=3 3 5 5 0 4 3 3 3 4 3 5 29 4 4 4 17 0 27 27 5
split_gain=0.0488978 0.109986 0.0309889 0.0527982 0.027514 0.0203032 0.071513 0.0364893 0.0416457 0.0341694 0.0465418 0.0296944 0.022768 0.0188247 0.0201945 0.0448438 0.0392806 0.0330007 0.0215424 0.0150399 0.0128342
threshold=0.083955000000000016 0.08345000000000001 0.066815000000000027 -0.0098949999999999993 -0.091364999999999988 0.10495500000000003 0.10871500000000002 0.11492500000000001 0.12015500000000003 0.095805000000000015 0.10792500000000002 -0.50749999999999995 -0.025204999999999998 0.090805000000000011 0.079225000000000018 0.08544000000000003 -0.079754999999999993 -0.13752999999999999 -0.015455 0.076195000000000027 -0.13803499999999999
decision_type=2 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 19 9 -7 -8 -9 13 -11 -10 -13 14 17 -16 -17 -2 -19 -1 -6
right_child=5 -3 -4 -5 20 6 7 8 11 10 -12 12 -14 -15 15 16 -18 18 -20 -21 -22
leaf_value=-0.0022026036741314399 0.0025253714928654067 0.0049503089404368617 -0.0017589773900277858 0.003300510386321993 0.00022754770416461489 0.0042898412050192177 -0.0019711820208978244 0.0030849247535537487 -0.0021394789456629757 -0.0029475978179355185 0.00084579383628222485 -0.00061601155105192183 0.0012840178729672262 0.0019335907037187836 -0.0027396150459337966 -0.0015992759140560329 0.002342521067243677 0.0019906417355035075 -7.6320897272436555e-05 0.00020725159149331631 0.0023837260393801984
leaf_weight=55 51 64 53 67 64 47 65 56 48 91 49 101 162 48 85 50 50 51 2375 47 49
leaf_count=55 51 64 53 67 64 47 65 56 48 91 49 101 162 48 85 50 50 51 2375 47 49
internal_value=0 0.00116874 0.000443852 0.000860762 9.666e-05 2.62088e-06 0.000602363 0.000199283 0.000585929 -9.78906e-05 -0.00161406 0.000133316 0.000551236 -1.92622e-05 -5.47828e-05 -0.00105787 0.000363436 1.98041e-05 -3.25312e-05 -0.00108415 0.00116977
internal_weight=0 399 335 282 215 3329 479 432 367 2850 140 311 263 2710 2662 185 100 2477 2426 102 113
internal_count=3728 399 335 282 215 3329 479 432 367 2850 140 311 263 2710 2662 185 100 2477 2426 102 113
is_linear=0
shrinkage=0.0995203


Tree=3311
num_leaves=27
num_cat=0
split_feature=9 5 5 26 8 5 0 18 18 18 2 18 26 18 2 9 9 9 9 9 9 5 2 9 8 0
split_gain=0.0306157 0.0339483 0.0866781 0.0355301 0.131221 0.0345822 0.0362267 0.0598427 0.0463206 0.0312839 0.0258947 0.0695584 0.0495817 0.0369477 0.0805464 0.0635078 0.023175 0.0201256 0.0186015 0.0185277 0.0442484 0.0376441 0.0183404 0.0162216 0.0151682 0.0113393
threshold=0.08597500000000001 -0.0050400000000000002 -0.0073899999999999999 0.088545000000000026 -0.088874999999999996 -1.0000000180025095e-35 0.042275000000000014 -0.022504999999999997 0.086285000000000014 -0.096219999999999986 -0.086254999999999984 -0.082304999999999989 0.085740000000000025 -0.021369999999999997 -0.08237499999999999 0.085075000000000026 0.086375000000000021 0.086700000000000013 -0.020035000000000001 0.087495000000000031 0.087885000000000019 -0.0073899999999999999 -0.0083149999999999995 0.088135000000000033 -0.078504999999999991 -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 2 2 2 2
left_child=1 2 3 10 -5 -3 7 9 -9 18 11 -1 -13 14 -12 -15 -2 -18 -7 21 -21 -19 -8 -22 -25 -11
right_child=16 5 -4 4 -6 6 22 8 -10 25 13 12 -14 15 -16 -17 17 19 -20 20 23 -23 -24 24 -26 -27
leaf_value=0.0035889534442759934 -0.0018627948215914512 -0.0020769624762263087 0.0049605370010399157 -0.0012354904931857261 0.0053966119492909956 -0.00054957657987558047 -0.0025826739039247989 0.0042945256533483481 0.0001354196599994624 -0.0026284339166503818 -0.0045201009167401586 -0.0018673080646748111 0.001879689887957588 0.00068314500394268994 0.00065630949746747498 -0.0027615324688933392 0.0019111850672871441 2.4645346460414813e-06 0.002135906750981739 0.0022246865034437411 -0.0019604212690041284 -0.0035280611764846957 -0.00017079365939381378 0.00030013236820746023 -0.00032895085775238382 -0.00046088825412260437
leaf_weight=83 75 85 46 57 61 47 59 64 46 51 51 72 68 609 71 58 49 81 55 81 48 47 68 591 1058 47
leaf_count=83 75 85 46 57 61 47 59 64 46 51 51 72 68 609 71 58 49 81 55 81 48 47 68 591 1058 47
internal_value=0 0.000426968 0.000723613 0.000550412 0.00218603 -0.000239768 0.000115708 0.000697398 0.00256271 -0.000324429 0.000358888 0.00130608 -4.14903e-05 9.01398e-05 -0.00150089 0.00038238 -0.000145524 -7.92258e-05 0.000890453 -0.000130825 -4.70943e-05 -0.00128751 -0.00129772 -0.000156012 -0.000102992 -0.00159725
internal_weight=0 1698 1176 1130 118 522 437 310 110 200 1012 223 140 789 122 667 2030 1955 102 1906 1778 128 127 1697 1649 98
internal_count=3728 1698 1176 1130 118 522 437 310 110 200 1012 223 140 789 122 667 2030 1955 102 1906 1778 128 127 1697 1649 98
is_linear=0
shrinkage=0.0995203


Tree=3312
num_leaves=25
num_cat=0
split_feature=21 8 8 18 0 18 18 0 1 3 9 3 8 26 8 20 26 8 0 26 26 26 18 21
split_gain=0.0240135 0.0191642 0.162109 0.0782639 0.0272015 0.0524028 0.0480074 0.0369649 0.034857 0.0305854 0.0557386 0.055513 0.0206193 0.0881845 0.126979 0.0771238 0.021863 0.0616845 0.0796437 0.131443 0.128477 0.0553153 0.0214353 0.0196307
threshold=0.16638500000000003 -0.085764999999999994 -0.086489999999999997 -0.014825 -0.087084999999999982 -0.022504999999999997 -0.0063699999999999998 -0.088329999999999992 -0.092674999999999993 0.086965000000000028 0.084290000000000018 0.090595000000000023 -0.083849999999999994 0.086515000000000022 -0.084514999999999993 -0.082784999999999984 0.097315000000000026 -0.073644999999999988 -0.071799999999999989 0.11991000000000003 0.11746500000000003 0.095950000000000021 0.14607000000000003 -0.091104999999999992
decision_type=2 2 2 2 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 7 -6 -7 9 -8 10 -1 -11 13 15 -15 -3 21 -18 20 -20 -19 22 23 -14
right_child=-2 12 3 -5 5 6 8 -9 -10 11 -12 -13 16 14 -16 -17 17 18 19 -21 -22 -23 -24 -25
leaf_value=0.00059983359583401985 -0.0020915877287921163 0.00056526129721290626 -0.0072988912294598236 -0.001466703437252451 -0.0034341711782481638 0.0026186667149469189 0.0014459699918631572 0.002617905949322531 -0.0011478794411122737 0.0030067909287964834 -0.0027219287337108787 3.3721371232499173e-05 -0.0017151355817229673 -0.0031516027359213966 0.0032234377179697566 0.0060366906666747258 0.0036845183993921013 -0.0043124993056643159 0.003646513846153963 -0.0014117385600990635 0.00073083354638543306 -0.0033135602911273719 0.001709344720674455 -4.5174428460653578e-05
leaf_weight=112 58 54 46 46 58 51 63 65 272 78 90 310 73 81 50 49 57 80 124 86 133 53 66 1586
leaf_count=112 58 54 46 46 58 51 63 65 272 78 90 310 73 81 50 49 57 80 124 86 133 53 66 1586
internal_value=0 -5.01293e-05 -0.000378659 -0.0043917 -4.19721e-05 -0.000644005 -0.000222637 0.000364874 -0.000657637 0.000115271 -0.000876107 0.00063351 0.000106556 0.000995867 -0.000712132 0.00317612 1.40327e-05 0.000610368 0.000194185 0.00157114 -0.00115953 -0.000146497 -4.87158e-05 -0.00011915
internal_weight=0 3683 1191 92 1099 444 386 655 335 590 202 388 2492 234 131 103 2258 480 423 210 213 1778 1725 1659
internal_count=3741 3683 1191 92 1099 444 386 655 335 590 202 388 2492 234 131 103 2258 480 423 210 213 1778 1725 1659
is_linear=0
shrinkage=0.0995203


Tree=3313
num_leaves=21
num_cat=0
split_feature=6 8 8 18 8 5 3 18 3 5 3 3 18 21 21 8 4 3 4 1
split_gain=0.0202993 0.017098 0.130715 0.0633963 0.0218234 0.0909099 0.0222757 0.0880748 0.0671193 0.042455 0.0261116 0.0457526 0.0406171 0.0216518 0.0603109 0.0293292 0.0205648 0.0633731 0.0421411 0.0107561
threshold=0.21988000000000005 -0.085764999999999994 -0.086489999999999997 -0.014825 -0.084855 -0.014739999999999998 0.084235000000000018 -0.015440000000000001 0.084795000000000023 -0.076589999999999991 0.085965000000000028 0.087045000000000025 -0.088385000000000005 -0.072824999999999987 -0.085574999999999998 -0.087374999999999994 0.11785500000000003 0.13547000000000003 0.11284500000000003 0.49737500000000007
decision_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 -4 5 -3 7 -6 -8 19 12 -12 -10 14 -1 16 18 -18 -15 -9
right_child=-2 4 3 -5 6 -7 8 9 10 -11 11 -13 -14 15 -16 -17 17 -19 -20 -21
leaf_value=0.001086046790681736 -0.0017407948733845588 -0.00102555315362548 -0.0065725038588822044 -0.0013207367668744789 -0.0036526367311556962 0.0046823579038355063 0.0038197341280036454 -0.0016995743725989963 0.00049393000493831479 0.0030295679166655897 0.0023065608912112723 3.3656773431105325e-05 -0.0032860701471013466 -8.6899918268568181e-05 -0.0037962392312250069 0.0020710637588005954 0.0031990910048766029 -0.00071761740810126896 -0.0031969807679199718 0.00038613332019225009
leaf_weight=48 71 63 46 46 76 49 48 48 55 46 92 1904 57 709 52 69 71 96 46 49
leaf_count=48 71 63 46 46 76 49 48 48 55 46 92 1904 57 709 52 69 71 96 46 49
internal_value=0 -4.13217e-05 -0.000352939 -0.00395552 0.000106577 0.00146435 4.22027e-05 -0.000913611 0.000139671 0.000536372 5.54862e-05 0.00013883 -0.00142251 -4.83958e-05 -0.00144456 9.16622e-05 -5.55831e-05 0.000942668 -0.000277473 -0.00063753
internal_weight=0 3670 1183 92 2487 112 2375 219 2156 143 2108 1996 112 1091 100 991 922 167 755 97
internal_count=3741 3670 1183 92 2487 112 2375 219 2156 143 2108 1996 112 1091 100 991 922 167 755 97
is_linear=0
shrinkage=0.0995203


Tree=3314
num_leaves=13
num_cat=0
split_feature=19 6 17 9 9 9 26 17 26 17 1 17
split_gain=0.0192484 0.0197273 0.0198387 0.015198 0.0777861 0.0509251 0.0253179 0.0510737 0.0343523 0.0250881 0.0423032 0.0337922
threshold=-0.10411999999999999 0.21988000000000005 -0.56655999999999984 0.094835000000000017 0.094010000000000024 0.09550500000000002 0.11215000000000001 -0.0064000000000000003 0.10439000000000002 0.021725000000000005 -0.06921999999999999 -0.10811499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -5 8 -8 -4 11 -11 -7
right_child=1 -3 3 5 -6 9 7 -9 -10 10 -12 -13
leaf_value=0.0016576834412470503 -0.0016894748680505096 -0.0018286624003482606 -7.2303857033498791e-05 0.0034679676142128782 -0.0034146686724912194 0.00064152075431956907 0.0030250329583921664 -0.00074818217453124776 -0.0026098991377620632 0.0026536578635579454 -8.8144848241801548e-05 -0.001048520435111886
leaf_weight=63 73 64 2523 49 70 217 75 67 54 92 140 254
leaf_count=63 73 64 2523 49 70 217 75 67 54 92 140 254
internal_value=0 -9.62056e-05 -6.52992e-05 -3.15845e-05 -0.000138857 0.000365176 -5.42209e-05 0.00123895 -0.000125796 0.000147743 0.000995594 -0.000268143
internal_weight=0 3678 3614 3541 2789 752 2719 142 2577 703 232 471
internal_count=3741 3678 3614 3541 2789 752 2719 142 2577 703 232 471
is_linear=0
shrinkage=0.0995203


Tree=3315
num_leaves=8
num_cat=0
split_feature=21 19 17 21 20 20 7
split_gain=0.0172185 0.0150716 0.0160669 0.0144033 0.0154442 0.0137358 0.0125721
threshold=0.16638500000000003 -0.10411999999999999 -0.56655999999999984 -0.13730999999999999 -0.15615999999999999 0.27003000000000005 0.082295000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=0.0014927102348636526 -0.0017615340762344794 -0.0015213381198396214 0.0016142874574613096 -0.0013954938687158651 3.4060633797625509e-05 -0.0016927990430953162 -0.0011780363625763363
leaf_weight=63 58 73 52 83 3277 48 87
leaf_count=63 58 73 52 83 3277 48 87
internal_value=0 -3.2861e-05 -5.96371e-05 -2.93234e-05 -5.40119e-05 -2.11392e-05 2.46993e-06
internal_weight=0 3683 3620 3547 3495 3412 3364
internal_count=3741 3683 3620 3547 3495 3412 3364
is_linear=0
shrinkage=0.0995203


Tree=3316
num_leaves=15
num_cat=0
split_feature=4 20 4 26 26 6 6 17 6 8 4 21 21 4
split_gain=0.048375 0.0237811 0.0361877 0.0151793 0.0382928 0.0421087 0.0439852 0.055732 0.0343088 0.0332291 0.0281933 0.0283408 0.0582538 0.0334385
threshold=0.15340500000000004 -0.15398499999999998 0.08283500000000002 0.096980000000000025 0.099260000000000029 0.11690000000000002 0.096435000000000021 -0.038314999999999995 0.11642500000000001 -0.065539999999999987 0.14039500000000002 -0.013044999999999999 -0.026109999999999998 0.12719000000000005
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 -6 10 -8 11 12 -3 -13
right_child=-2 3 -4 4 5 -7 9 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.00037165654163000603 -0.0029731798241753047 -0.00035807881693570036 0.0027219279635747103 -0.0028310359505920773 -0.0015798676566860777 0.0024184195922667207 -0.00067331511110301303 0.00077000980507310583 0.0020400255110654452 -0.0042738002262629774 0.0022318560361267417 9.5523708370714598e-05 -0.0037653174047192132 -0.0017375555429204289
leaf_weight=74 57 294 75 65 159 52 54 269 79 49 52 2283 60 103
leaf_count=74 57 294 75 65 159 52 54 269 79 49 52 2283 60 103
internal_value=0 -5.102e-05 0.00118002 -0.000103377 -0.000538457 -0.000281447 -0.000547383 -0.000101046 -4.89193e-06 -0.00239412 -6.30464e-05 -0.000106898 -0.00093789 1.60493e-05
internal_weight=0 3668 149 3519 648 583 531 428 2871 103 2792 2740 354 2386
internal_count=3725 3668 149 3519 648 583 531 428 2871 103 2792 2740 354 2386
is_linear=0
shrinkage=0.0995203


Tree=3317
num_leaves=19
num_cat=0
split_feature=1 1 21 5 18 18 6 5 17 17 26 17 6 18 5 5 0 21
split_gain=0.0394706 0.0193798 0.0135399 0.023876 0.113083 0.0641489 0.106886 0.0980484 0.0464729 0.087914 0.0621158 0.0576412 0.0311012 0.0231319 0.038839 0.0258825 0.0250526 0.0230961
threshold=0.62916000000000016 -0.55579999999999996 0.08167000000000002 -0.018754999999999997 -0.082304999999999989 -0.011569999999999999 0.08846500000000003 -0.040404999999999996 -0.013885 -0.0094900000000000002 0.096980000000000025 -0.022884999999999999 -0.0097999999999999979 -0.42248000000000002 0.41488500000000011 0.40249000000000007 -0.068604999999999985 0.10645500000000004
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 -6 -7 11 -10 -11 12 -5 16 15 17 -4 -15
right_child=-2 2 13 8 5 7 -8 -9 9 10 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0018964820346648401 -0.0028926523728365979 -0.0046152781450062774 0.0003173904451152214 -0.0024181860444035842 -0.0015286577286964193 -0.00033144240324862242 0.0046594305506959645 -0.0048633158401771683 0.0046479018820117417 0.00097248205485024391 -0.0024900793278206093 -0.0036665633018563106 4.0230705265671465e-05 0.0006101906541878606 0.0029646383862404302 -0.0016705228959438955 -0.0027596809172375988 -0.00038386136425455186
leaf_weight=50 49 64 51 55 49 886 63 50 55 296 62 49 688 749 52 70 53 334
leaf_count=50 49 64 51 55 49 886 63 50 55 296 62 49 688 749 52 70 53 334
internal_value=0 -4.88204e-05 -7.58706e-05 -0.000220578 -0.000553237 -0.000304392 0.00194483 -0.000574404 8.57282e-05 0.000942142 0.000370534 -0.000359827 -0.00014065 0.000179643 0.000303095 0.00018235 -0.00124286 0.000302867
internal_weight=0 3676 3626 2317 1112 1048 112 936 1205 413 358 792 743 1309 1205 1153 104 1083
internal_count=3725 3676 3626 2317 1112 1048 112 936 1205 413 358 792 743 1309 1205 1153 104 1083
is_linear=0
shrinkage=0.0995203


Tree=3318
num_leaves=17
num_cat=0
split_feature=4 2 2 17 2 26 2 26 26 26 3 1 2 9 7 9
split_gain=0.036733 0.0176688 0.0560178 0.0390832 0.0362045 0.0244211 0.0637216 0.0788332 0.0330431 0.0538163 0.0398476 0.0194234 0.016175 0.036804 0.0270229 0.0378237
threshold=0.15340500000000004 -0.085944999999999994 -0.086440000000000003 -0.55286000000000002 -0.085209999999999994 0.089625000000000024 -0.083204999999999987 0.090170000000000014 0.086255000000000012 0.085740000000000025 0.084855000000000028 -0.50954999999999984 -0.19220999999999999 0.095415000000000014 0.084545000000000023 0.10464500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -3 -5 8 -7 -8 9 -6 -10 -1 13 -13 15 -14
right_child=-2 3 -4 4 5 6 7 -9 10 -11 -12 12 14 -15 -16 -17
leaf_value=0.0017222174190490219 -0.002585105811068699 0.0028476023679174442 -0.0029813529430129789 0.0023960788135305952 0.00012607240248620368 -0.0036606193739529736 -0.0041389520182101491 -1.5781005854316663e-06 0.003732064035637396 -0.0029811244108701208 0.00064974890833131176 -0.0034618602696965145 -0.00016904783529238842 9.3862058347542269e-05 -0.0024221024495789181 0.0026513955945746967
leaf_weight=50 57 50 77 63 1145 56 48 925 48 58 319 49 613 69 47 51
leaf_count=50 57 50 77 63 1145 56 48 925 48 58 319 49 613 69 47 51
internal_value=0 -3.87045e-05 -0.000406749 9.07321e-05 3.86426e-05 -1.81869e-05 -0.000395298 -0.000206524 0.000228456 -2.30539e-05 0.00105512 -0.000180284 -0.000296018 -0.00137573 -0.000115674 4.63499e-05
internal_weight=0 3668 956 2712 2662 2599 1029 973 1570 1203 367 879 829 118 711 664
internal_count=3725 3668 956 2712 2662 2599 1029 973 1570 1203 367 879 829 118 711 664
is_linear=0
shrinkage=0.0995203


Tree=3319
num_leaves=11
num_cat=0
split_feature=1 20 1 6 38 4 12 3 17 9
split_gain=0.0305221 0.0164737 0.0343472 0.0153068 0.0143568 0.0138364 0.0169053 0.015466 0.0476939 0.015465
threshold=0.62916000000000016 -0.15398499999999998 -0.035694999999999998 0.18621500000000005 -0.080750000000000002 0.14524000000000004 0.090015000000000026 0.083955000000000016 -0.012064999999999999 -0.16268999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 7 8 -6 -9
right_child=-2 4 3 -5 5 -7 -8 9 -10 -11
leaf_value=0.0026480929914530112 -0.0025378169797089694 -0.0016221741127608858 0.00099166594001066704 -0.0015579836346669589 -0.00056362782558566638 0.0014811587212576751 -0.0018805623317133882 -0.0018875408285006908 0.0022318827653345246 -8.6124244265243995e-05
leaf_weight=68 49 59 46 47 132 57 51 48 111 3057
leaf_count=68 49 59 46 47 132 57 51 48 111 3057
internal_value=0 -3.70216e-05 0.000946968 -0.000288064 -8.23249e-05 -5.58e-05 -8.18151e-05 -5.41703e-05 0.000709965 -0.000114236
internal_weight=0 3676 161 93 3515 3456 3399 3348 243 3105
internal_count=3725 3676 161 93 3515 3456 3399 3348 243 3105
is_linear=0
shrinkage=0.0995203


Tree=3320
num_leaves=26
num_cat=0
split_feature=8 3 6 6 26 26 26 26 26 26 8 8 8 8 2 2 2 1 1 26 3 26 21 21 2
split_gain=0.0153572 0.0347129 0.0191553 0.0423089 0.0221077 0.0463786 0.0291254 0.0457437 0.0369236 0.0351231 0.0200363 0.0820348 0.0422628 0.0411247 0.0313973 0.0685927 0.0521986 0.0237942 0.0371224 0.0274151 0.0884995 0.0481274 0.0191268 0.0178603 0.00592546
threshold=-0.49499500000000002 0.11387500000000002 -0.0048649999999999995 -0.0087049999999999992 0.11081000000000002 0.12508000000000005 0.08709500000000002 0.086215000000000028 0.08494500000000002 0.087960000000000024 -0.08569499999999998 -0.084514999999999993 -0.087444999999999995 -0.083504999999999982 -0.08237499999999999 -0.081445000000000004 -0.085804999999999992 -0.088694999999999982 -0.10771499999999999 0.088825000000000029 0.088285000000000016 0.085855000000000029 0.10470500000000002 0.10403500000000003 -0.10934999999999999
decision_type=2 2 2 2 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 -6 7 8 -2 -8 12 -12 17 -13 16 -16 -15 18 24 21 -21 -19 -11 -7 -4
right_child=2 -3 10 -5 5 23 9 -9 -10 22 11 13 -14 14 15 -17 -18 19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.00083954812983646359 0.00031081134628778358 -0.0028108848901157741 0.0007314043279259305 0.0024477392700002487 0.0039382636618357338 0.0011688323953756364 -0.0031846489289062974 0.0032409441464265019 -0.0020488910860872915 -0.00095318425769072676 -0.0038771114271992637 0.0024627300056899197 0.0027222524784919632 -0.00030935134048437217 0.0036443418725702645 -0.0001868112323575123 -0.0025910039413630775 -0.0011471624021007424 0.0033964357865867629 -0.0046652114853409435 0.00068881700383637608 0.0019546908649757978 0.00052769402465997078 -0.0012904189714440873 -0.00086459156087115611
leaf_weight=46 1051 58 46 84 46 77 49 50 70 208 64 54 64 358 50 621 138 110 46 54 70 90 147 47 46
leaf_count=46 1051 58 46 84 46 77 49 50 70 208 64 54 64 358 50 621 138 110 46 54 70 90 147 47 46
internal_value=0 -0.0011884 3.80783e-05 0.000265439 0.000159919 0.0012383 4.3003e-05 0.000294866 0.000162731 -0.000684998 -0.00019109 -0.000403164 0.000325442 -0.000220402 -0.000345259 9.74499e-05 -0.000945817 -4.81218e-06 0.00108775 -0.00047269 -0.00163618 0.000244579 -0.00033767 0.000230095 -5.76955e-05
internal_weight=0 104 3640 1829 1745 170 1575 1171 1121 404 1811 1285 526 1221 1167 671 496 462 138 324 124 200 355 124 92
internal_count=3744 104 3640 1829 1745 170 1575 1171 1121 404 1811 1285 526 1221 1167 671 496 462 138 324 124 200 355 124 92
is_linear=0
shrinkage=0.0995203


Tree=3321
num_leaves=28
num_cat=0
split_feature=0 26 9 9 17 0 1 9 26 26 9 9 0 0 5 1 17 0 0 6 6 1 6 12 1 20 4
split_gain=0.0241233 0.0284113 0.029676 0.0502503 0.0590359 0.222993 0.0545826 0.0378094 0.09311 0.0904743 0.0878293 0.0340005 0.0198203 0.0297296 0.0271775 0.0382181 0.0510224 0.070267 0.029756 0.0379318 0.0163131 0.0560754 0.0322783 0.0151664 0.0155104 0.0190598 0.0178141
threshold=-0.075709999999999986 -0.230515 0.097680000000000031 0.09007500000000003 -0.036600000000000001 -0.069824999999999984 -0.076329999999999995 0.11296000000000002 0.11861500000000001 0.10665000000000002 0.10153500000000003 0.094085000000000016 -0.077174999999999994 -0.077784999999999993 0.0047850000000000011 -0.0064949999999999999 -0.12118 -0.080500000000000002 -0.080434999999999993 0.089090000000000016 0.091495000000000007 -0.073104999999999989 0.087670000000000012 -0.0091799999999999989 -0.49837999999999999 -0.083495 0.088435000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 23 5 -5 -6 9 -9 10 -4 -7 13 14 18 16 17 -16 20 -20 22 -22 -1 -3 26 -26 -25
right_child=1 2 7 4 6 11 -8 8 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 21 -23 -24 24 25 -27 -28
leaf_value=0.00020468434746579361 -0.0026040772275172717 -0.0013808307650138715 0.002947459492192897 -0.0082585870898500367 0.0025348520069171298 -0.0022418786959329902 -0.0019382617692680435 0.0015522629592727877 -0.0037039025538626613 0.0051981340076597427 -0.0018106405225491549 0.00064219426765805242 0.0016961875971230277 -0.0023290711965286287 -0.0011344791921518668 0.0035843063584257134 0.0025844500227823991 0.0031523605202316363 5.9689763057280913e-05 -0.0033190550501739345 0.0026738543535223852 -0.00062281439238932531 -0.0010268263302508716 0.00055070224126618891 -0.0011118957268173946 0.0011060215790053951 -0.0019087362733877552
leaf_weight=1508 54 61 67 51 55 76 53 75 60 47 90 86 82 48 179 48 89 48 75 58 99 105 245 59 46 223 57
leaf_count=1508 54 61 67 51 55 76 53 75 60 47 90 86 82 48 179 48 89 48 75 58 99 105 245 59 46 223 57
internal_value=0 -0.000373374 -0.000263721 -0.000606928 -0.00155655 -0.00251804 0.000332133 0.000510384 -0.000777747 0.00136684 0.000214672 -0.000705775 0.000172908 0.000122657 0.000170946 0.000964624 0.000564107 -0.000224404 3.23256e-05 -0.00140759 0.000130602 0.000973027 3.21009e-05 7.47108e-05 0.000307455 0.000723706 -0.000650758
internal_weight=0 1160 1106 767 321 213 108 339 135 204 157 162 2584 2502 2454 364 316 227 2090 133 1957 204 1753 446 385 269 116
internal_count=3744 1160 1106 767 321 213 108 339 135 204 157 162 2584 2502 2454 364 316 227 2090 133 1957 204 1753 446 385 269 116
is_linear=0
shrinkage=0.0995203


Tree=3322
num_leaves=25
num_cat=0
split_feature=0 0 0 18 8 9 26 26 18 8 0 5 5 1 5 0 0 8 2 26 29 30 0 1
split_gain=0.0198894 0.0267714 0.0241092 0.0223104 0.0353943 0.0358896 0.0490122 0.0481856 0.111469 0.0269194 0.0514628 0.0495819 0.0220485 0.0309754 0.046568 0.0459327 0.0241058 0.0592773 0.0213048 0.0211564 0.0217735 0.0156357 0.0140855 0.00942479
threshold=-0.076154999999999987 -0.077174999999999994 -0.077784999999999993 0.19545000000000004 0.15415000000000004 0.097680000000000031 0.09032500000000003 0.11699500000000003 0.014860000000000003 -0.073029999999999984 -0.065519999999999981 0.50609000000000015 0.0047850000000000011 -0.0064949999999999999 0.034205000000000006 -0.080500000000000002 -0.080434999999999993 -0.079854999999999995 -0.077604999999999993 0.0054200000000000012 -0.074579999999999994 0.084540000000000018 -0.080974999999999991 0.41527500000000012
decision_type=2 2 2 2 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 5 6 19 8 -8 -7 -11 -12 16 14 -14 -16 21 -18 -9 20 -2 22 -1 -23
right_child=3 -3 -4 -5 -6 9 7 18 -10 10 11 -13 13 -15 15 -17 17 -19 -20 -21 -22 23 -24 -25
leaf_value=0.00014217476147900999 0.00096116696250096072 0.002292748508821075 -0.0020972815019198159 0.0016786959495717808 -0.0027017386281727811 0.002409792195534291 -0.001107652076405632 0.001480459149607429 -0.0065643833064972104 -0.0020096513031763012 0.0021789461361632701 -0.0012999339191703061 0.0033982475123900163 0.0032275955426078894 -0.0008056110336879072 0.0020945098145554106 -0.0041573486366862141 0.00025197989646861413 -0.0014559371055766278 0.0016683526317718251 -0.00073253183887386688 -0.0018298206896499207 0.0019076815068744962 1.5346887722748777e-05
leaf_weight=1801 100 57 48 52 64 64 131 51 52 78 124 60 47 48 194 75 46 87 47 62 300 63 46 47
leaf_count=1801 100 57 48 52 64 64 131 51 52 78 124 60 47 48 194 75 46 87 47 62 300 63 46 47
internal_value=0 0.000159379 0.00011045 -0.000333783 -0.00042687 -0.00028991 -0.000672384 -0.00170888 -0.00266267 0.00057929 0.00012902 0.00104008 0.000153967 0.000868849 0.000507967 0 2.90695e-05 -0.0012669 6.38341e-05 -4.01897e-05 -0.000307061 0.000117563 0.000186588 -0.00103399
internal_weight=0 2559 2502 1185 1133 1069 743 281 183 326 262 184 2454 364 316 269 2090 133 98 462 400 1957 1847 110
internal_count=3744 2559 2502 1185 1133 1069 743 281 183 326 262 184 2454 364 316 269 2090 133 98 462 400 1957 1847 110
is_linear=0
shrinkage=0.0995203


Tree=3323
num_leaves=20
num_cat=0
split_feature=0 0 26 20 20 17 20 17 1 17 0 0 19 21 1 1 4 27 6
split_gain=0.0177361 0.0289391 0.0307845 0.0308289 0.0485429 0.0391187 0.0263258 0.0377577 0.036994 0.0259294 0.0818276 0.0584483 0.0481831 0.0234697 0.0232236 0.0494704 0.0420722 0.0261537 0.0211678
threshold=-0.082494999999999999 -0.082135 -0.230515 -0.081189999999999998 -0.078725000000000003 -0.46515999999999996 -0.0078249999999999986 0.021725000000000005 0.05309500000000001 0.40057000000000009 -0.083039999999999989 -0.090939999999999993 0.11368500000000002 0.085700000000000012 0.42491000000000007 0.2705800000000001 0.11378500000000003 0.084940000000000029 -0.52821499999999999
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 5 -5 -4 8 -8 -6 10 12 -11 14 -7 15 17 -17 -1 -16
right_child=1 2 3 4 6 13 7 -9 -10 11 -12 -13 -14 -15 18 16 -18 -19 -20
leaf_value=9.7173053919786685e-05 -0.0022693713704339414 -0.0021740018765987064 0.0031518953970007544 -0.0032755309410411964 0.0018806346101353792 0.0015336725060770499 -0.00067587798836819747 0.00055471800528092137 -0.00090345850254686425 0.00051751135336897851 0.0044574080666301081 -0.0035890750197799096 0.0032502281931900026 -0.00085105977619269002 6.5007833770731814e-05 -0.0005016950059048424 -0.0039744134842536142 0.0019074959446628242 0.0028965883872173587
leaf_weight=1368 66 71 62 50 136 74 813 354 72 88 46 56 50 91 51 105 52 84 55
leaf_count=1368 66 71 62 50 136 74 813 354 72 88 46 56 50 91 51 105 52 84 55
internal_value=0 -0.000223402 -0.000144556 -5.6838e-05 -0.000228897 0.00101966 -0.000117515 -0.000301885 0.000912974 0.000210232 0.000312784 -0.00107381 0.000204301 0.000213495 0.000115021 2.05073e-05 -0.00165711 0.000202466 0.00154195
internal_weight=0 1789 1723 1652 1425 227 1375 1167 208 1955 1811 144 1765 165 1715 1609 157 1452 106
internal_count=3744 1789 1723 1652 1425 227 1375 1167 208 1955 1811 144 1765 165 1715 1609 157 1452 106
is_linear=0
shrinkage=0.0995203


Tree=3324
num_leaves=27
num_cat=0
split_feature=18 18 18 9 2 2 2 17 2 2 2 3 9 18 3 6 17 4 7 3 2 17 8 3 18 3
split_gain=0.0253989 0.0673738 0.0474559 0.134567 0.245753 0.0774927 0.0286575 0.0669755 0.0357224 0.0337092 0.0862869 0.0295785 0.0979134 0.0941072 0.0307457 0.0474468 0.0268923 0.0255453 0.0206791 0.0253711 0.0700638 0.0857203 0.0416897 0.0363553 0.0977349 0.0457099
threshold=-0.025079999999999998 -0.030229999999999996 -0.011039999999999999 0.083715000000000026 -0.085374999999999993 -0.082954999999999987 -0.086304999999999993 0.021725000000000005 -0.085374999999999993 -0.083589999999999984 -0.082644999999999982 0.089985000000000023 0.09550500000000002 -0.10387 0.088055000000000022 -0.0093650000000000001 0.51392000000000015 0.15221500000000004 0.083320000000000019 0.084735000000000019 -0.081055000000000002 -0.07496499999999999 -0.080659999999999996 0.08622500000000001 0.087810000000000013 0.087445000000000023
decision_type=2 2 2 2 2 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 -5 -6 7 11 -8 -10 -11 14 13 -13 15 -1 -12 18 19 20 21 -4 -22 24 -21 -25
right_child=2 -3 17 4 5 -7 8 -9 9 10 16 12 -14 -15 -16 -17 -18 -19 -20 23 22 -23 -24 25 -26 -27
leaf_value=0.0027150157952839076 0.0028289964473992139 0.0041030763657943755 -0.0014827386390908887 -0.008951279560772147 0.0017317883154606131 -0.0032339246595398047 -0.0027029562040854519 0.0042090158581090361 0.0019170477403621716 -0.0043295026003045446 -4.5251408467834823e-05 0.0066338938612594449 -0.001289118951706271 0.00034959175858459537 -0.002423050963483807 -0.00087952202764821595 0.0023911122101695054 0.0020261135870526252 -0.0020707815792456287 -0.0041842866070879942 -0.0025812820377668247 0.0033220570015304197 0.00073400359491512855 0.0019572908547915852 0.0014527739491978623 -0.00021239160800494398
leaf_weight=55 53 46 50 48 67 58 49 53 87 46 681 48 74 47 53 107 48 58 51 73 72 137 78 103 52 1445
leaf_count=55 53 46 50 48 67 58 49 53 87 46 681 48 74 47 53 107 48 58 51 73 72 137 78 103 52 1445
internal_value=0 0.000356683 -0.000179688 -0.00155064 -0.00289711 -0.000565754 0.000228232 0.00089093 -8.87615e-05 5.88916e-05 -0.000148645 0.000430833 0.00141694 0.00353344 -0.000340487 0.000335793 0.000114045 -3.30842e-05 -9.14307e-05 -4.08011e-05 0.000746487 0.00203297 -0.000851876 -0.000199877 -0.00183272 -6.74975e-05
internal_weight=0 1394 2345 226 173 125 1348 437 911 862 775 384 169 95 215 162 729 2119 2061 2010 337 187 150 1673 125 1548
internal_count=3739 1394 2345 226 173 125 1348 437 911 862 775 384 169 95 215 162 729 2119 2061 2010 337 187 150 1673 125 1548
is_linear=0
shrinkage=0.0995203


Tree=3325
num_leaves=19
num_cat=0
split_feature=19 3 5 18 18 4 4 17 18 8 4 3 18 4 1 8 4 3
split_gain=0.0214899 0.0216147 0.0237034 0.022257 0.0564465 0.0473239 0.0563616 0.0437718 0.0378529 0.045067 0.0307898 0.0177094 0.0249917 0.0255782 0.0247724 0.0230028 0.0675763 0.0320443
threshold=-0.10411999999999999 0.17152000000000003 -0.11065499999999999 -0.025079999999999998 -0.030229999999999996 0.10739000000000003 0.090595000000000023 -0.50029000000000001 -0.016464999999999997 -0.083849999999999994 0.083555000000000018 0.084735000000000019 -0.0086449999999999982 0.13881500000000005 -0.073844999999999994 -0.084915000000000004 0.07665000000000001 0.084290000000000018
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 10 -8 9 -5 -2 15 14 -14 -13 17 -17 -10
right_child=1 2 -4 8 -6 -7 7 -9 11 -11 -12 12 13 -15 -16 16 -18 -19
leaf_value=0.0018406654007602583 7.9524988358314428e-05 0.0030884532328971205 4.8647626160043775e-05 -0.0044256123795669722 0.0036947372984699393 0.0027612267528265588 -0.00039164588651410728 -0.0044492705311514466 0.00037234498463077821 -2.4094524889398889e-06 0.0022373463973676074 -0.0002755468267391132 -0.00012625693720598526 -0.0024838459016105975 -0.0031167423270786004 0.0043902119350696872 6.2542522310485685e-07 -0.0024896928980497955
leaf_weight=63 1036 46 58 46 46 65 61 47 200 46 70 63 1572 47 60 50 115 48
leaf_count=63 1036 46 58 46 46 65 61 47 200 46 70 63 1572 47 60 50 115 48
internal_value=0 -1.29436e-05 0.00140105 -5.43417e-05 0.00026887 0.000145016 4.26464e-06 -0.00216505 -0.000245296 -0.00222291 0.000216836 -0.000160489 -0.000299677 -0.000195204 -0.00166815 0.000424613 0.00133577 -0.000178297
internal_weight=0 3676 104 3572 1325 1279 1214 108 2247 92 1106 2155 1742 1619 123 413 165 248
internal_count=3739 3676 104 3572 1325 1279 1214 108 2247 92 1106 2155 1742 1619 123 413 165 248
is_linear=0
shrinkage=0.0995203


Tree=3326
num_leaves=17
num_cat=0
split_feature=19 3 0 18 18 4 4 18 8 5 4 21 21 0 21 26
split_gain=0.0174252 0.0175483 0.020567 0.0180615 0.0457664 0.0383732 0.0457369 0.030718 0.0365103 0.0261019 0.0249631 0.0167731 0.0929232 0.039609 0.0384727 0.0255863
threshold=-0.10411999999999999 0.17152000000000003 -0.040384999999999997 -0.025079999999999998 -0.030229999999999996 0.10739000000000003 0.090595000000000023 -0.016464999999999997 -0.083849999999999994 0.5134350000000002 0.083555000000000018 0.089665000000000022 0.09185500000000002 -0.075709999999999986 0.087885000000000019 0.11991000000000003
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 6 10 8 -5 -8 -2 14 -13 -14 15 -9
right_child=1 2 -4 7 -6 -7 9 11 -10 -11 -12 12 13 -15 -16 -17
leaf_value=0.0016574820696392027 7.1610611619109756e-05 0.0025845137318233043 -0.00020490006893950164 -0.0039851743961248605 0.0033270364971628072 0.0024864288909912918 -0.0037161738756478812 5.2369557475761706e-05 -2.1694230299184263e-06 -0.00057634632057422899 0.0020146850788551858 -0.0037734608587993777 0.0003676010398959443 -0.0017230025935945526 0.0027705804641635625 -0.0015104017102738835
leaf_weight=63 1036 55 49 46 46 65 47 1403 46 61 70 79 396 116 49 112
leaf_count=63 1036 55 49 46 46 65 47 1403 46 61 70 79 396 116 49 112
internal_value=0 -1.16333e-05 0.0012624 -4.89564e-05 0.000242173 0.000130584 3.77308e-06 -0.000220993 -0.00200257 -0.00195033 0.00019533 -0.000144555 -0.000596281 -0.000104453 2.56189e-05 -6.26217e-05
internal_weight=0 3676 104 3572 1325 1279 1214 2247 92 108 1106 2155 591 512 1564 1515
internal_count=3739 3676 104 3572 1325 1279 1214 2247 92 108 1106 2155 591 512 1564 1515
is_linear=0
shrinkage=0.0995203


Tree=3327
num_leaves=13
num_cat=0
split_feature=1 4 7 7 5 17 3 0 3 5 6 0
split_gain=0.0159681 0.048665 0.0420715 0.0188511 0.0270786 0.118668 0.0480475 0.0459134 0.0367302 0.023376 0.0245814 0.0187215
threshold=0.51334500000000016 0.13809000000000002 0.085015000000000021 0.056805000000000015 -0.093875 -0.0082649999999999998 0.087625000000000022 -0.08892499999999999 0.10377500000000002 -0.091229999999999992 -0.17463499999999998 -0.14795
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -7 -8 -6 -11 -12
right_child=1 -3 -4 -5 9 6 8 -9 -10 10 11 -13
leaf_value=-0.0041371353268863584 -0.00052798557685107105 0.003382852637005928 -0.002173468674660018 0.001612092863160508 0.0019081065385718277 -0.00023305489570812541 0.001420453875700805 -0.0042794878386961787 -0.00032012603114712818 0.0023220941850651522 -0.001533182778670243 9.3781062825298365e-05
leaf_weight=81 75 54 88 73 72 67 190 48 325 48 72 2546
leaf_count=81 75 54 88 73 72 67 190 48 325 48 72 2546
internal_value=0 0.00110276 -2.40038e-05 2.94699e-05 -3.78991e-06 -0.000551238 -8.88946e-05 -0.00192912 0.00032044 0.000138072 8.99617e-05 4.87237e-05
internal_weight=0 129 3610 3522 3449 711 630 115 515 2738 2666 2618
internal_count=3739 129 3610 3522 3449 711 630 115 515 2738 2666 2618
is_linear=0
shrinkage=0.0995203


Tree=3328
num_leaves=14
num_cat=0
split_feature=10 27 8 23 17 17 17 26 4 0 8 2 0
split_gain=0.0429465 0.0271314 0.0848189 0.0283374 0.0182816 0.0156157 0.0156947 0.0185315 0.0146728 0.01982 0.0332642 0.012645 0.00942425
threshold=0.093790000000000026 1.0000000180025095e-35 -0.022279999999999998 -0.022119999999999997 -0.55286000000000002 -0.54604999999999992 -0.53166999999999998 0.12456500000000002 0.079225000000000018 -0.14795 -0.083294999999999994 -0.011474999999999999 0.056590000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 12 -6 -7 -8 -3 -10 11 -11 -5
right_child=-2 2 -4 4 5 6 7 -9 9 10 -12 -13 -14
leaf_value=0.002171864725523998 -0.0025700926055796961 0.0011682976199075973 -0.004693326505409749 0.0021222209805001843 -0.0017057308625881701 0.0016923997125882872 -5.077636715718509e-06 0.0011156966448070318 -0.0018291777284922847 0.0002782913202216682 -0.0014635276330563355 0.0023680441037622832 0.00033201685704407311
leaf_weight=67 63 64 47 65 49 59 2828 154 80 79 89 46 55
leaf_count=67 63 64 47 65 49 59 2828 154 80 79 89 46 55
internal_value=0 5.04067e-05 -0.000717704 0.000145586 0.000103038 5.59579e-05 8.46134e-05 5.25282e-05 -0.000193477 -0.000492702 3.08944e-06 0.00105387 0.00130853
internal_weight=0 3682 405 3277 3210 3090 3041 2982 358 294 214 125 120
internal_count=3745 3682 405 3277 3210 3090 3041 2982 358 294 214 125 120
is_linear=0
shrinkage=0.0995203


Tree=3329
num_leaves=13
num_cat=0
split_feature=10 11 27 8 4 27 6 10 10 8 11 3
split_gain=0.0348252 0.0371426 0.0276919 0.0699169 0.0199861 0.021571 0.0176974 0.0193207 0.0297544 0.0138325 0.0136351 0.0207058
threshold=0.093790000000000026 0.083750000000000033 1.0000000180025095e-35 -0.052214999999999998 0.079225000000000018 0.087140000000000009 -0.47287499999999999 0.055760000000000011 0.086165000000000019 -0.082654999999999992 -0.08577499999999999 0.082130000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 -1 10 -9 -7 -8 -12
right_child=-2 -3 3 -5 5 9 7 8 -10 -11 11 -13
leaf_value=-0.0017174489250308901 -0.0023143165691283693 0.0027125453334351486 0.001361094605518136 -0.0043448049434003395 -0.0020432369597172943 0.00052090448138188269 -0.0014222344987593028 0.0033549122993882796 -7.5101661948181312e-05 -0.0012157615341341738 0.0016976642830326962 7.4305229707440461e-05
leaf_weight=52 63 51 60 48 78 129 58 46 54 70 80 2956
leaf_count=52 63 51 60 48 78 129 58 46 54 70 80 2956
internal_value=0 4.54345e-05 7.74757e-06 -0.000790037 -0.00028129 -0.000639997 0.000102623 0.000132511 0.00149452 -8.58695e-05 8.82255e-05 0.000117351
internal_weight=0 3682 3631 385 337 277 3246 3194 100 199 3094 3036
internal_count=3745 3682 3631 385 337 277 3246 3194 100 199 3094 3036
is_linear=0
shrinkage=0.0995203


Tree=3330
num_leaves=20
num_cat=0
split_feature=10 12 3 27 8 8 17 17 3 3 19 17 17 6 1 3 26 4 3
split_gain=0.028238 0.0232696 0.0242946 0.0309968 0.0409661 0.0392152 0.0506631 0.123432 0.0629419 0.0446793 0.0125345 0.0149991 0.0475628 0.0437867 0.0384207 0.0434639 0.0428336 0.0205733 0.00950516
threshold=0.093790000000000026 0.092405000000000029 0.085035000000000013 0.078065000000000023 -0.090704999999999994 -0.08176499999999999 -0.011809999999999999 -0.0014149999999999998 0.084235000000000018 0.084145000000000011 -0.016414999999999996 -0.0050499999999999998 -0.012064999999999999 0.088155000000000025 -0.087944999999999995 0.086375000000000021 0.0054200000000000012 0.10724500000000002 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 3 5 -5 6 8 -8 -1 18 -4 12 17 -14 16 -16 -13 -12 -7
right_child=-2 -3 10 4 -6 9 7 -9 -10 -11 11 14 13 -15 15 -17 -18 -19 -20
leaf_value=0.0022676738830542582 -0.0020839952696763233 0.0021519908943189526 -0.0010681996423273765 -0.00011919567875947288 -0.0043157743305479203 -0.00076011626006746694 -0.0047976106426072945 0.00052844565555066171 -0.0022303092358390742 0.0035887173404897453 7.4594907057862073e-05 -0.00013708594293836851 0.00078767029160317441 0.0044447870059283242 -0.0025874420323577928 -8.7426090396009931e-05 0.0037834428211029449 0.0013986370923583667 0.00097604875354935657
leaf_weight=80 63 51 85 46 47 74 84 88 50 46 1286 58 91 51 73 1238 52 128 54
leaf_count=80 63 51 85 46 47 74 84 88 50 46 1286 58 91 51 73 1238 52 128 54
internal_value=0 4.08908e-05 1.10134e-05 -0.000585911 -0.00224885 -0.000259289 -0.000946289 -0.00206789 0.000531383 0.000928386 0.000122205 0.000156469 0.000370034 0.00210691 -7.68102e-05 -0.000227258 0.00170881 0.000195031 -2.1276e-05
internal_weight=0 3682 3631 569 93 476 302 172 130 174 3062 2977 1556 142 1421 1311 110 1414 128
internal_count=3745 3682 3631 569 93 476 302 172 130 174 3062 2977 1556 142 1421 1311 110 1414 128
is_linear=0
shrinkage=0.0995203


Tree=3331
num_leaves=17
num_cat=0
split_feature=10 12 2 2 5 9 9 9 5 18 3 3 0 2 2 3
split_gain=0.0228972 0.0188683 0.0206688 0.0518218 0.177229 0.0330329 0.0492108 0.0468692 0.0325222 0.0291837 0.0255137 0.0702092 0.0411261 0.0174941 0.0201785 0.0181786
threshold=0.093790000000000026 0.092405000000000029 -0.086849999999999997 -0.086050000000000001 -0.0087549999999999989 0.092150000000000024 0.09550500000000002 0.088365000000000013 0.065520000000000023 -0.060544999999999995 0.087385000000000032 0.091295000000000029 -0.085794999999999996 -0.085599999999999996 -0.084869999999999987 0.08622500000000001
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 -7 10 -9 -8 12 -12 -1 -5 -15 -16
right_child=-2 -3 3 13 -6 6 9 8 -10 -11 11 -13 -14 14 15 -17
leaf_value=0.00024938894482300653 -0.0018765956064651845 0.0019378243659796334 0.0060538695507530811 -0.0015922130831096048 -0.0018606494910095065 0.0024743165323839102 -0.002156400590836766 -0.0044247930251933246 -0.00082808818082218279 0.00062576410465557718 0.0025378939069295222 -0.0014700944680224679 -0.0023255241993504856 0.0016839296686602617 -0.00056036662890614306 0.00015322341218426726
leaf_weight=118 63 51 58 63 54 83 64 56 46 89 85 88 127 76 421 2203
leaf_count=118 63 51 58 63 54 83 64 56 46 89 85 88 127 76 421 2203
internal_value=0 3.68213e-05 9.89487e-06 0.000131874 0.00223063 -0.000452897 0.000521405 -0.000896655 -0.00281078 -0.000532667 -0.000427613 0.000494417 -0.00108202 4.65029e-05 8.50428e-05 3.84216e-05
internal_weight=0 3682 3631 2875 112 756 236 520 102 153 418 173 245 2763 2700 2624
internal_count=3745 3682 3631 2875 112 756 236 520 102 153 418 173 245 2763 2700 2624
is_linear=0
shrinkage=0.0995203


Tree=3332
num_leaves=22
num_cat=0
split_feature=4 26 3 3 8 2 3 8 6 20 8 8 3 9 9 20 6 3 3 6 17
split_gain=0.0895798 0.0146067 0.0338772 0.0465138 0.0340517 0.0403433 0.0386652 0.0393154 0.0235739 0.0201657 0.0220065 0.0803258 0.0387704 0.0786131 0.073364 0.0360434 0.0366259 0.0311093 0.0382117 0.0195046 0.00727272
threshold=0.15615500000000004 0.08598500000000002 0.11926500000000002 0.11578500000000001 -0.097249999999999989 -0.079284999999999994 0.084145000000000011 -0.091134999999999994 -0.070864999999999997 -0.16295499999999999 -0.085764999999999994 -0.084674999999999986 0.087570000000000023 0.085075000000000026 0.083875000000000019 -0.085594999999999991 -0.087825 0.088325000000000028 0.086015000000000022 -0.069354999999999986 -0.036600000000000001
decision_type=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 -3 -6 -8 -4 -1 12 -12 13 14 -11 -14 -17 18 -13 -19 -10
right_child=-2 2 8 -5 6 -7 7 -9 20 10 11 17 15 -15 -16 16 -18 19 -20 -21 -22
leaf_value=-0.0012686110654323919 0.0043245736781507404 0.0025241570539459514 -0.00026453943411220148 -0.0029118367087672763 -0.0024509280971139369 -0.00058615859583911625 -0.0023699398720544531 -0.00011844842512601165 0.001286261567996441 -0.0013516845003279914 0.0041994273092001008 0.00048482035821461591 0.0028550519779495073 -0.0038237216571284927 0.0025394104807270469 0.0013732783556586225 -0.00095102986613393545 -0.00056719282516114915 0.0027927992930256327 0.00046498744016569495 0.0030434609057434659
leaf_weight=89 48 91 68 67 85 75 82 1236 51 148 56 287 55 75 71 119 154 361 95 364 47
leaf_count=89 48 91 68 67 85 75 82 1236 51 148 56 287 55 75 71 119 154 361 95 364 47
internal_value=0 -2.47293e-06 -0.000204998 -0.000342836 -0.000232611 0.00111396 -0.000392519 -0.000259147 0.00114851 0.000191834 0.000265111 0.000520863 -0.000211772 -0.00104262 -8.64497e-05 0.000530456 5.91316e-05 0.000334035 0.00106094 -4.7838e-05 0.00213735
internal_weight=0 3676 1802 1636 1569 166 1403 1318 166 1874 1785 1163 622 294 219 328 273 1107 382 725 98
internal_count=3724 3676 1802 1636 1569 166 1403 1318 166 1874 1785 1163 622 294 219 328 273 1107 382 725 98
is_linear=0
shrinkage=0.0995203


Tree=3333
num_leaves=10
num_cat=0
split_feature=4 27 9 26 19 19 21 6 2
split_gain=0.0726378 0.0133782 0.0161571 0.0226816 0.0174961 0.021568 0.0172183 0.0149166 0.0129571
threshold=0.15615500000000004 -0.032854999999999995 0.12912500000000005 0.41344500000000012 0.13612500000000002 0.11846000000000002 0.13042000000000004 -0.074569999999999984 -0.072419999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -4 -7
right_child=-2 2 7 -5 -6 8 -8 -9 -10
leaf_value=0.0011891754920461616 0.0038941914016898229 1.6933071506007714e-05 -8.368762877392915e-05 -0.0021954267165013247 0.0016041702325746423 -0.00048044148578542194 -0.0012904296894282988 0.0023145667390382352 -0.0027294414114666242
leaf_weight=91 48 3163 47 49 63 59 103 55 46
leaf_count=91 48 3163 47 49 63 59 103 55 46
internal_value=0 -2.22681e-06 -3.26972e-05 -6.90748e-05 -3.84953e-05 -6.94376e-05 -2.40467e-05 0.00120146 -0.00147351
internal_weight=0 3676 3585 3483 3434 3371 3266 102 105
internal_count=3724 3676 3585 3483 3434 3371 3266 102 105
is_linear=0
shrinkage=0.0995203


Tree=3334
num_leaves=12
num_cat=0
split_feature=4 25 17 2 3 3 17 20 20 6 6
split_gain=0.0589001 0.0136512 0.0126242 0.047762 0.0278378 0.0621515 0.0178171 0.0145353 0.0351407 0.0211507 0.0691616
threshold=0.15615500000000004 0.096120000000000025 0.41435500000000008 -0.071344999999999992 0.093835000000000016 0.099145000000000025 0.4039100000000001 -0.15615999999999999 -0.240845 0.11816500000000002 0.11056500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 7 8 -1 10 -9
right_child=-2 -3 3 -5 5 -7 -8 9 -10 -11 -12
leaf_value=0.00027227878747304503 0.0035066407692338842 0.0014865910910394622 -0.0013663164487997303 -0.002610875874445277 0.0035309967634140848 -0.0013686615692925187 0.0018516374438263085 5.5237240975472974e-05 -0.0031371381536442491 0.0016878127013228784 -0.0037518857247231222
leaf_weight=76 48 60 63 86 56 47 52 3064 49 75 48
leaf_count=76 48 60 63 86 56 47 52 3064 49 75 48
internal_value=0 -2.00519e-06 -2.69318e-05 -0.000706441 0.000275262 0.00128728 2.37275e-05 -4.7244e-06 -0.00105766 3.6317e-05 -3.22145e-06
internal_weight=0 3676 3616 252 166 103 3364 3312 125 3187 3112
internal_count=3724 3676 3616 252 166 103 3364 3312 125 3187 3112
is_linear=0
shrinkage=0.0995203


Tree=3335
num_leaves=18
num_cat=0
split_feature=4 18 17 5 27 3 1 17 2 3 3 18 3 18 2 3 17
split_gain=0.0477593 0.0125549 0.0514861 0.0324874 0.0218806 0.0181933 0.0437244 0.0210111 0.0283759 0.0165049 0.0522007 0.0457411 0.0705267 0.0463313 0.0169209 0.0140338 0.0128407
threshold=0.15615500000000004 -0.10726999999999999 -0.54752499999999993 0.41763500000000009 -0.032854999999999995 0.11663500000000003 -0.0012649999999999998 -0.17385999999999999 -0.018864999999999996 0.094045000000000031 0.093245000000000022 -0.070914999999999992 0.10214500000000003 -0.064960000000000004 -0.070724999999999996 0.092395000000000019 -0.42946499999999999
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 -3 6 7 15 -9 10 14 12 -11 -13 -6 -4 -7
right_child=-2 3 5 -5 9 16 -8 8 -10 11 -12 13 -14 -15 -16 -17 -18
leaf_value=-0.0031089643920309555 0.0031576592039677248 0.0018584685153051697 0.0023716202993812286 0.0023229408754588958 -7.1763183531125583e-05 0.001945536154502635 -0.0031623678675689552 -0.0022350536367887878 0.00087097399576515798 -0.0046934709691262557 0.0029176503811126899 0.0029743815275938479 0.00055133110709139018 -0.0002515522042943077 0.00071967632567593689 4.692431320649742e-05 -0.00016501272096004728
leaf_weight=64 48 63 48 62 1508 63 50 64 53 56 66 46 46 1054 325 57 51
leaf_count=64 48 63 48 62 1508 63 50 64 53 56 66 46 46 1054 325 57 51
internal_value=0 -1.76132e-06 -0.000494422 6.6707e-05 2.22363e-05 -5.88015e-05 -0.000503127 9.21141e-05 -0.000821053 -1.48047e-05 0.000167583 -0.000303635 -0.00232014 -0.000115905 6.81164e-05 0.00111744 0.000994163
internal_weight=0 3676 450 3226 3164 386 272 222 117 3101 1899 1202 102 1100 1833 105 114
internal_count=3724 3676 450 3226 3164 386 272 222 117 3101 1899 1202 102 1100 1833 105 114
is_linear=0
shrinkage=0.0995203


Tree=3336
num_leaves=18
num_cat=0
split_feature=10 6 0 2 18 18 26 3 3 1 4 8 21 21 18 27 29
split_gain=0.0456511 0.0444021 0.0580955 0.0466887 0.0231499 0.0396969 0.0761431 0.0293344 0.0715917 0.0703196 0.0402328 0.0229348 0.0166615 0.0195285 0.014554 0.0140331 0.0182918
threshold=0.090150000000000022 0.11481500000000001 -0.074819999999999984 -0.073369999999999991 0.044095000000000009 0.089020000000000016 0.088545000000000026 0.086775000000000033 0.088185000000000027 -0.081224999999999992 0.084435000000000024 -0.090274999999999994 -0.096850000000000006 -0.088829999999999992 0.10307000000000002 -0.032854999999999995 -0.085279999999999995
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 12 6 11 9 -9 -7 -10 -6 -1 -14 -4 -15 -17
right_child=-2 2 14 -5 5 7 -8 8 10 -11 -12 -13 13 15 -16 16 -18
leaf_value=-0.0019484892841953533 -0.0024192632038361663 -0.00093650278450566385 0.0013489223296232109 -0.0046167458407668253 0.0023701385664883176 -0.0039672205194904416 0.005223391678272328 0.0034804227027813652 -0.00049082871640036938 0.00080549361925776866 0.0014809857647464823 -0.00036112276585919737 0.0018516269672680624 0.0012418467501072387 -0.00073825381924837565 0.0013823607481307069 -0.00022784986463130838
leaf_weight=49 84 71 59 67 46 54 47 67 390 70 139 89 50 71 75 72 2244
leaf_count=49 84 71 59 67 46 54 47 67 390 70 139 89 50 71 75 72 2244
internal_value=0 -7.22089e-05 -0.00129564 -0.00272922 2.57709e-05 0.000457851 0.00177135 0.00012469 0.000415474 -0.00126635 2.57377e-05 0.000563466 -0.000130672 -9.3786e-05 0.000174618 -0.000134879 -0.000177438
internal_weight=0 3660 272 138 3388 902 182 720 596 124 529 135 2486 2437 134 2387 2316
internal_count=3744 3660 272 138 3388 902 182 720 596 124 529 135 2486 2437 134 2387 2316
is_linear=0
shrinkage=0.0995203


Tree=3337
num_leaves=22
num_cat=0
split_feature=10 6 3 18 8 18 3 17 5 20 9 3 18 20 8 5 17 5 9 1 1
split_gain=0.0370165 0.0360585 0.04249 0.0422898 0.0688459 0.01991 0.0292741 0.0777787 0.0617645 0.0320782 0.0521499 0.0718937 0.0635351 0.0149703 0.0326944 0.0295588 0.0207397 0.029497 0.0209123 0.00754707 0.00635812
threshold=0.090150000000000022 0.11345500000000001 0.11553000000000002 -0.080424999999999996 -0.077889999999999987 1.0000000180025095e-35 0.084895000000000012 -0.00067499999999999993 -0.090689999999999993 -0.092114999999999989 0.087435000000000027 0.088055000000000022 0.088635000000000019 -0.094259999999999997 -0.00076499999999999995 -0.54382499999999989 -0.54441499999999998 0.41088500000000011 -0.22988499999999998 -0.0096349999999999995 -0.061135000000000002
decision_type=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 -5 13 7 8 -7 -8 12 -12 -11 14 19 -15 17 -17 -18 -1 -4
right_child=-2 2 20 4 -6 6 9 -9 -10 10 11 -13 -14 15 -16 16 18 -19 -20 -21 -22
leaf_value=-0.00069109389244950204 -0.0021784974478007558 -0.0045462415552255664 0.0013341875468313076 0.0013547280324928811 -0.0031280731917089589 0.0028979137528911477 0.0025420217968048393 0.005090752174836146 -0.0019841662586169177 -0.003481688306839429 0.0035835941941989762 0.00014303640870859304 -0.00014869458246652089 0.0022389093025355416 -0.0026594628404272825 -0.00066336835055716826 0.0014232927603001295 0.0024373298780999571 -0.00025803390561665427 0.0010543420712102432 -0.0002195825994679051
leaf_weight=51 84 49 47 61 76 46 53 46 58 78 70 432 209 54 71 52 76 72 1955 47 57
leaf_count=51 84 49 47 61 76 46 53 46 58 78 70 432 209 54 71 52 76 72 1955 47 57
internal_value=0 -6.49782e-05 -0.0011299 -0.00203151 -0.00112611 2.6419e-05 0.000401147 0.00168265 0.000167344 0.000171879 1.16297e-05 0.000624426 -0.00105738 -0.000129557 -0.00103263 -6.00973e-05 -0.000118086 0.00113044 -0.000194716 0.00013765 0.000474731
internal_weight=0 3660 290 186 137 3370 992 150 104 842 789 502 287 2378 169 2209 2155 124 2031 98 104
internal_count=3744 3660 290 186 137 3370 992 150 104 842 789 502 287 2378 169 2209 2155 124 2031 98 104
is_linear=0
shrinkage=0.0995203


Tree=3338
num_leaves=10
num_cat=0
split_feature=5 20 3 27 6 8 29 27 30
split_gain=0.0260708 0.0266349 0.049529 0.0226118 0.0161646 0.0474902 0.014701 0.0161155 0.0267875
threshold=0.6362850000000001 -0.16295499999999999 0.11339500000000001 0.11129500000000002 0.11481500000000001 -0.07594999999999999 0.097705000000000028 -0.032854999999999995 0.098380000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -3 -9
right_child=-2 3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.002927098096722498 -0.0023823969420958802 0.0017125044688915184 0.0010194239179945712 -0.001777191691566458 -0.002641501186108659 0.00064498317789658116 -0.0014036673159007606 0.00010242461863092518 -0.0021963918864049987
leaf_weight=84 49 60 50 71 83 91 66 3139 51
leaf_count=84 49 60 50 71 83 91 66 3139 51
internal_value=0 -7.09158e-05 -0.00144841 -1.88511e-05 1.66857e-05 -0.000918003 6.59784e-05 9.60754e-05 6.54157e-05
internal_weight=0 3695 134 3561 3490 174 3316 3250 3190
internal_count=3744 3695 134 3561 3490 174 3316 3250 3190
is_linear=0
shrinkage=0.0995203


Tree=3339
num_leaves=14
num_cat=0
split_feature=10 6 0 2 21 5 9 7 9 0 5 21 1
split_gain=0.0297696 0.02424 0.0400915 0.0380789 0.0138392 0.0135496 0.0116747 0.0687434 0.0402014 0.0139619 0.0289702 0.0264024 0.00740799
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -4 7 9 -8 11 -11 -6 -10
right_child=-2 2 5 -5 6 -7 8 -9 12 10 -12 -13 -14
leaf_value=-0.0016361349074753052 -0.0019439507498578894 -0.00052452875529919332 -0.00083526947790022008 -0.0038475706224015303 -5.7575215646227787e-05 0.0011738973099707595 -0.0030567888375566568 0.0038685907825658865 -0.00062172807714364249 0.00083472986503996315 -2.4681851622606121e-05 -0.0015255179121105031 0.0010195591666529718
leaf_weight=49 84 71 60 67 727 74 52 47 48 498 1759 146 62
leaf_count=49 84 71 60 67 727 74 52 47 48 498 1759 146 62
internal_value=0 -4.85749e-05 -0.000952556 -0.00214382 2.37581e-05 0.000268161 4.83624e-05 9.0615e-05 -0.000775206 3.36234e-05 0.000164582 -0.000304011 0.000295919
internal_weight=0 3660 272 138 3388 134 3339 3177 162 3130 2257 873 110
internal_count=3744 3660 272 138 3388 134 3339 3177 162 3130 2257 873 110
is_linear=0
shrinkage=0.0995203


Tree=3340
num_leaves=13
num_cat=0
split_feature=10 17 21 3 4 7 1 5 1 4 17 9
split_gain=0.0284001 0.0370941 0.0263986 0.0175407 0.0131255 0.0156494 0.0170492 0.0462676 0.0296502 0.0225851 0.0151132 0.014343
threshold=0.09056500000000002 -0.54752499999999993 0.087885000000000019 0.10457000000000002 0.14646500000000004 0.082295000000000021 0.41696500000000009 -0.50544999999999984 0.2705800000000001 0.10543500000000001 -0.53166999999999998 -0.076039999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 -8 10 -10 -3 -9
right_child=-2 4 -4 -5 -6 -7 7 11 9 -11 -12 -13
leaf_value=-0.001218409183365937 0.0017167923742893319 0.0015231165512947043 0.0001413179292328346 -0.0037749312085261495 -0.0012055990046211688 -0.0013837004586555253 0.0034635837179527737 0.0011613674297500198 -0.0002451684876247163 -0.0030556999939663357 2.2051025597607289e-05 -0.00092257277212745982
leaf_weight=57 89 68 60 52 89 77 53 58 61 54 2960 75
leaf_count=57 89 68 60 52 89 77 53 58 61 54 2960 75
internal_value=0 -8.2236e-05 -0.00152229 -0.00244555 -1.23683e-05 1.85709e-05 5.12515e-05 0.000977078 -3.27762e-06 -0.00157202 5.60309e-05 -7.63165e-06
internal_weight=0 3664 169 109 3495 3406 3329 186 3143 115 3028 133
internal_count=3753 3664 169 109 3495 3406 3329 186 3143 115 3028 133
is_linear=0
shrinkage=0.0995203


Tree=3341
num_leaves=11
num_cat=0
split_feature=10 5 18 8 8 4 19 6 9 9
split_gain=0.0230298 0.0225826 0.0180333 0.018039 0.0360135 0.0282286 0.0263218 0.0217078 0.0216926 0.0436228
threshold=0.09056500000000002 0.62404000000000015 0.26473000000000008 -0.046889999999999994 -0.053049999999999993 0.14699000000000004 0.12477000000000003 -0.50196499999999988 0.11582000000000002 0.10591500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 8 -1 9 -5
right_child=-2 -3 -4 6 -6 -7 -8 -9 -10 -11
leaf_value=0.0020183992281913891 0.0015459366820030145 -0.0016492669284086882 -0.0016053421436014023 0.0005086257536843008 -0.0024591072661744227 -0.0023138479522699508 -0.0017826114656339521 -7.7153459248575934e-05 0.0020025994321409292 -0.0023852685053814813
leaf_weight=50 89 88 71 816 65 55 54 2326 84 55
leaf_count=50 89 88 71 816 65 55 54 2326 84 55
internal_value=0 -7.40741e-05 -3.5082e-05 -3.04002e-06 -0.000146819 -8.46568e-05 0.000351821 -3.27105e-05 0.000473369 0.000324948
internal_weight=0 3664 3576 3505 2496 2431 1009 2376 955 871
internal_count=3753 3664 3576 3505 2496 2431 1009 2376 955 871
is_linear=0
shrinkage=0.0995203


Tree=3342
num_leaves=18
num_cat=0
split_feature=10 17 6 8 18 18 6 17 2 18 2 20 2 3 2 18 3
split_gain=0.0186763 0.0280477 0.0354403 0.0681606 0.0159431 0.0268631 0.0496369 0.0723061 0.0208258 0.0208121 0.0197768 0.0261712 0.0161004 0.0354092 0.0254564 0.023318 0.0222632
threshold=0.09056500000000002 -0.54752499999999993 -0.011749999999999998 0.041960000000000011 -0.096219999999999986 -0.14624999999999996 -0.075739999999999988 -0.14051499999999997 -0.087359999999999993 -0.09404499999999999 -0.077714999999999992 -0.076005000000000003 -0.096664999999999987 0.085795000000000024 -0.089054999999999995 -0.091869999999999993 0.096385000000000012
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 8 -7 -8 -3 -6 -10 -12 13 -11 -14 -16 -15
right_child=-2 4 3 -5 9 6 7 -9 10 12 11 -13 14 16 15 -17 -18
leaf_value=0.00058790262353421586 0.0013920847357252 -0.0018309168454496961 -0.0050467929362102877 -2.4203645460210818e-05 -0.0021234244848274933 -0.0010068426510616922 0.0055123613256012616 0.00063777439610349974 0.0020257161725227972 0.00097462299758026153 -0.0021720157740792887 0.00059680391874459876 0.0017246275335820367 -0.002496587934728223 0.0020506524604408942 -7.7699736328244867e-05 -0.00037755612650041537
leaf_weight=61 89 54 51 57 49 55 50 77 53 81 47 120 84 104 52 2574 95
leaf_count=61 89 54 51 57 49 55 50 77 53 81 47 120 84 104 52 2574 95
internal_value=0 -6.67689e-05 -0.00131896 -0.00240356 -5.98526e-06 0.000542491 0.00147995 0.00256335 -7.72126e-05 -8.85531e-05 0.000349521 -0.000177543 -5.49319e-05 -0.000773459 1.90051e-05 -3.52424e-05 -0.0014891
internal_weight=0 3664 169 108 3495 456 182 127 274 3039 220 167 2990 280 2710 2626 199
internal_count=3753 3664 169 108 3495 456 182 127 274 3039 220 167 2990 280 2710 2626 199
is_linear=0
shrinkage=0.0995203


Tree=3343
num_leaves=11
num_cat=0
split_feature=4 17 26 17 5 6 6 3 17 17
split_gain=0.0152415 0.0136928 0.0121189 0.0103164 0.0334276 0.0653103 0.0116553 0.045771 0.0138233 0.0319551
threshold=0.14996500000000004 -0.56655999999999984 -0.396395 0.51041000000000014 0.057175000000000011 -0.031674999999999995 0.11690000000000002 0.10850000000000003 0.41106500000000007 0.39033000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 8 -8 9 -4
right_child=-2 2 3 4 -6 -7 7 -9 -10 -11
leaf_value=-0.0013226654339094379 -0.0014627697246861729 0.0013844515271597699 6.0290173677237958e-06 0.00046248528727590857 0.0015369055477706195 -0.0039745534969039533 0.0024329404663914751 -0.00079060074693189147 0.0012985625951529183 -0.0025301419417432859
leaf_weight=76 72 64 3059 72 47 60 88 86 79 50
leaf_count=76 72 64 3059 72 47 60 88 86 79 50
internal_value=0 -4.81491e-07 2.71655e-05 2.40273e-06 -0.000733534 -0.00154815 4.1829e-05 0.000834991 -1.20473e-06 -3.44953e-05
internal_weight=0 3681 3605 3541 179 132 3362 174 3188 3109
internal_count=3753 3681 3605 3541 179 132 3362 174 3188 3109
is_linear=0
shrinkage=0.0995203


Tree=3344
num_leaves=17
num_cat=0
split_feature=4 27 26 3 17 5 3 17 17 26 3 17 26 5 5 1
split_gain=0.0199691 0.026707 0.0172857 0.0161331 0.0572405 0.057258 0.0425371 0.0409277 0.0519291 0.0401519 0.0277145 0.0475988 0.0579062 0.0180931 0.0514896 0.025406
threshold=0.15730000000000002 0.10930500000000003 -0.43370499999999995 0.087570000000000023 0.052150000000000009 -0.020074999999999999 0.084735000000000019 -0.068169999999999994 -0.12118 0.08919500000000001 0.08844500000000001 -0.067864999999999995 0.085155000000000022 -0.42170999999999997 -0.46244499999999994 0.26048500000000008
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 8 -4 -9 11 -5 -13 14 -12 -15
right_child=-2 -3 3 10 5 -7 -8 9 -10 -11 13 12 -14 15 -16 -17
leaf_value=0.0019122768332069488 -0.0018901174101271687 0.0019906853059411134 0.00045305551551125814 0.003189955164410964 0.00086526114131285647 -0.0045716107521914648 -0.0026955010960489044 0.00027777035965869653 -0.0019022388537763924 0.0027292971338057025 0.00024487905743556323 0.0025575297169748192 -0.0019781495392856038 5.4877652706565848e-05 0.0037444972721151857 -0.0022869059722661214
leaf_weight=51 49 75 185 81 74 54 60 444 185 78 253 50 63 1933 50 47
leaf_count=51 49 75 185 81 74 54 60 444 185 78 253 50 63 1933 50 47
internal_value=0 0.000131383 9.25061e-05 6.61842e-05 -0.000254458 -0.00183281 -0.000723001 7.72814e-05 -0.000722379 0.000645659 0.000206318 0.00134866 2.15439e-05 0.000108888 0.000825076 -2.96746e-07
internal_weight=0 3683 3608 3557 1080 188 134 892 370 522 2477 194 113 2283 303 1980
internal_count=3732 3683 3608 3557 1080 188 134 892 370 522 2477 194 113 2283 303 1980
is_linear=0
shrinkage=0.0995203


Tree=3345
num_leaves=8
num_cat=0
split_feature=2 5 17 10 35 12 3
split_gain=0.0165515 0.02204 0.0205489 0.0211668 0.0233995 0.0184817 0.0250541
threshold=-0.241895 0.63223000000000018 -0.55286000000000002 0.096215000000000023 0.004000000000000001 1.0000000180025095e-35 0.084380000000000024
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=0.0017207132752880419 0.0015750560135000511 -0.0018568633630509377 -0.00075328093035866061 0.0021808569636759018 -0.0021977343718479073 0.0016861562078079768 0.00012310239168544334
leaf_weight=61 91 58 362 46 46 68 3000
leaf_count=61 91 58 362 46 46 68 3000
internal_value=0 6.70482e-05 9.81596e-05 5.97677e-05 3.14625e-05 6.15971e-05 2.84952e-05
internal_weight=0 3671 3613 3522 3476 3430 3362
internal_count=3732 3671 3613 3522 3476 3430 3362
is_linear=0
shrinkage=0.0995203


Tree=3346
num_leaves=11
num_cat=0
split_feature=4 3 10 20 8 4 4 6 9 6
split_gain=0.016155 0.0229219 0.0183838 0.0136587 0.0187676 0.0198375 0.0370429 0.015545 0.00999371 0.00981891
threshold=0.15730000000000002 0.15537500000000004 0.091445000000000026 0.24030500000000005 0.10528000000000003 0.13491500000000003 0.11474000000000002 -0.054259999999999996 -0.073629999999999987 -0.03764
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6 -7 -3
right_child=-2 9 -4 -5 7 8 -8 -9 -10 -11
leaf_value=-1.5773597546980368e-05 -0.0017091971658355055 0.0026122338082309798 0.0016767333157735207 -0.0014275695590663399 8.3214486596866946e-05 -0.002374248516889256 0.0015757194709561727 0.0022268784742003876 -0.00039842050062301144 0.00059313993474045931
leaf_weight=3062 49 49 69 62 65 49 152 71 55 49
leaf_count=3062 49 49 69 62 65 49 152 71 55 49
internal_value=0 0.000109026 6.77387e-05 3.593e-05 6.24372e-05 1.5221e-05 5.92383e-05 0.00120835 -0.00133721 0.00161104
internal_weight=0 3683 3585 3516 3454 3318 3214 136 104 98
internal_count=3732 3683 3585 3516 3454 3318 3214 136 104 98
is_linear=0
shrinkage=0.0995203


Tree=3347
num_leaves=9
num_cat=0
split_feature=36 1 7 6 4 26 4 12
split_gain=0.0132005 0.0237676 0.0141223 0.020557 0.0141713 0.0234624 0.0144091 0.0117183
threshold=0.088355000000000031 0.51390500000000017 -0.10984999999999999 -0.45687499999999998 0.13954000000000003 0.40795000000000009 0.09717000000000002 -0.027854999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -2
right_child=7 -3 3 4 -6 -7 -8 -9
leaf_value=-0.0014827450454428599 9.9765845809140355e-05 -0.0016716789405793293 0.002018928692497052 -1.827534720586618e-05 -0.0012379441286367 0.0017329572680320497 0.00057414487583288154 0.0023536533663348104
leaf_weight=56 46 78 55 2810 79 86 475 47
leaf_count=56 46 78 55 2810 79 86 475 47
internal_value=0 4.63262e-05 8.41872e-05 0.000109456 7.87778e-05 0.000109878 6.71374e-05 0.00124763
internal_weight=0 3639 3561 3505 3450 3371 3285 93
internal_count=3732 3639 3561 3505 3450 3371 3285 93
is_linear=0
shrinkage=0.0995203


Tree=3348
num_leaves=11
num_cat=0
split_feature=6 20 5 0 17 26 4 27 4 9
split_gain=0.0263321 0.0217648 0.0204811 0.0169478 0.0343596 0.0160788 0.0503557 0.0158846 0.0140826 0.0310255
threshold=0.23663500000000004 -0.23803499999999997 0.62931500000000018 0.032270000000000014 0.011640000000000003 1.0000000180025095e-35 0.094025000000000011 0.11470500000000003 0.14646500000000004 -0.10165
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 -5 8 9 -3
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=0.0021152074555996951 -0.0022257553929930212 0.0018421689870863568 0.0016094072036716251 0.0011784307330035357 0.0016452068119698776 -0.002578351418515507 -0.0024670767377044053 0.0018679388143182628 -0.0015647588793446436 1.6140124105109993e-05
leaf_weight=51 50 95 81 72 48 67 78 48 53 3118
leaf_count=51 50 95 81 72 48 67 78 48 53 3118
internal_value=0 7.31309e-05 4.44521e-05 8.80521e-06 -0.000756777 -0.00129186 -0.000711776 7.02711e-05 4.36004e-05 7.03858e-05
internal_weight=0 3711 3660 3579 265 217 150 3314 3266 3213
internal_count=3761 3711 3660 3579 265 217 150 3314 3266 3213
is_linear=0
shrinkage=0.0995203


Tree=3349
num_leaves=10
num_cat=0
split_feature=20 5 29 7 3 3 21 17 2
split_gain=0.0207185 0.0159842 0.0148591 0.0133461 0.0133595 0.0209716 0.0188852 0.0272381 0.0119511
threshold=-0.40431 0.62931500000000018 -0.14715999999999999 0.093110000000000012 0.083875000000000019 0.084290000000000018 0.083545000000000022 0.08741500000000002 0.097745000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 -4 -7
right_child=1 -3 3 -5 5 8 -8 -9 -10
leaf_value=-0.0019150608967499721 0.0017747015231809841 0.0014492386404055468 -0.00052049443048373116 0.0014138637675569061 0.0016627648418427556 -6.3036857095342451e-05 0.00087622303936092281 -0.0031655672496514078 0.00053584628974460285
leaf_weight=53 48 81 247 66 78 2696 70 46 376
leaf_count=53 48 81 247 66 78 2696 70 46 376
internal_value=0 6.63189e-05 3.52091e-05 1.1651e-05 -1.44599e-05 5.1183e-05 -0.000586344 -0.000938556 9.99747e-06
internal_weight=0 3708 3627 3579 3513 3150 363 293 3072
internal_count=3761 3708 3627 3579 3513 3150 363 293 3072
is_linear=0
shrinkage=0.0995203


Tree=3350
num_leaves=17
num_cat=0
split_feature=6 20 18 18 4 18 20 8 8 8 1 8 6 4 8 4
split_gain=0.0197135 0.0188999 0.0155466 0.0395881 0.0322533 0.0712885 0.0541318 0.0264163 0.0344782 0.0203469 0.0172666 0.0153619 0.0216867 0.0141569 0.0294007 0.0287822
threshold=0.23663500000000004 -0.23803499999999997 0.090025000000000022 0.088250000000000009 0.087495000000000031 0.091330000000000008 -0.058504999999999995 -0.065539999999999987 -0.049499999999999995 -0.092844999999999997 -0.15528499999999998 0.11446000000000002 -0.09007999999999998 0.12719000000000005 -0.092299999999999993 0.11706000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 -4 -6 9 -9 -7 -8 13 -13 15 -15 -3
right_child=-2 2 4 -5 6 7 10 8 -10 -11 -12 12 -14 14 -16 -17
leaf_value=0.0019639639736242498 -0.001928014779818758 3.9594896874097241e-05 -0.0043433323358447974 0.0025301704712634011 0.0031264373765178054 -0.00097264392190357586 0.00069967724669247841 -0.003541461597604839 -0.00050361395796063321 0.0006439512672789696 -0.0020043261361592547 0.0028225762798151696 0.00010155273865241276 0.00037268455685780983 -0.0020198568597909268 0.0020727882237917281
leaf_weight=51 50 2446 49 67 64 113 47 51 138 242 46 48 75 106 97 71
leaf_count=51 50 2446 49 67 64 113 47 51 138 242 46 48 75 106 97 71
internal_value=0 6.10627e-05 3.43232e-05 0.000138657 -0.0003694 -0.000705981 0.000896674 -0.000376847 -0.00132768 0.000127067 -0.000628985 8.2009e-05 0.00117007 3.25052e-05 -0.000766517 9.72729e-05
internal_weight=0 3711 3660 2910 750 593 157 544 189 355 93 2843 123 2720 203 2517
internal_count=3761 3711 3660 2910 750 593 157 544 189 355 93 2843 123 2720 203 2517
is_linear=0
shrinkage=0.0995203


Tree=3351
num_leaves=11
num_cat=0
split_feature=21 20 20 5 9 21 3 3 20 4
split_gain=0.0183932 0.0278367 0.0172055 0.0134612 0.034465 0.0292862 0.0276207 0.0250723 0.0247043 0.0246146
threshold=-0.096850000000000006 -0.24910499999999999 -0.16295499999999999 -0.49053999999999998 0.091885000000000022 0.094215000000000021 -0.15154999999999999 -0.0043349999999999994 -0.048779999999999997 0.13924500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 8 -5 -8 -4 -9
right_child=1 2 3 6 -6 -7 7 9 -10 -11
leaf_value=-0.0014072505903450704 0.0024460553124022069 -0.0018185357384767646 0.0028749560991684813 -0.0023417337219502794 0.002861233232840476 -0.0014726176974415818 0.0017901073957806444 3.7991720211843224e-05 4.6098196815774119e-05 -0.0017985471421498311
leaf_weight=86 48 49 46 49 59 73 79 3105 93 74
leaf_count=86 48 49 46 49 59 73 79 3105 93 74
internal_value=0 6.49016e-05 3.31635e-05 5.87509e-05 0.000733083 0.000136953 3.2436e-06 3.87631e-05 0.000988157 -4.50131e-06
internal_weight=0 3675 3627 3578 271 212 3307 3258 139 3179
internal_count=3761 3675 3627 3578 271 212 3307 3258 139 3179
is_linear=0
shrinkage=0.0995203


Tree=3352
num_leaves=16
num_cat=0
split_feature=30 4 20 1 6 6 0 20 3 18 3 3 18 1 0
split_gain=0.0425543 0.0522263 0.0346834 0.0398059 0.0314144 0.0698796 0.0314847 0.0295159 0.0176587 0.0904485 0.0825573 0.0310579 0.0627248 0.0390373 0.0305658
threshold=-0.020805000000000001 0.15340500000000004 -0.240845 -0.011155 -0.0040799999999999994 0.038300000000000008 -0.050494999999999991 -0.096095 0.084465000000000026 -0.018629999999999997 0.082595000000000016 0.087170000000000011 0.088735000000000022 -0.018369999999999997 -0.085794999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 6 -6 7 -5 9 10 -4 12 -10 -13 -11
right_child=1 -3 3 4 5 -7 -8 -9 11 14 -12 13 -14 -15 -16
leaf_value=0.0029147064782293515 0.0019009841780262854 -0.0032324458291438413 -0.00097253069820320336 0.0016344408160548958 0.0048548727192605553 -3.7212754110776444e-05 0.0019109050336249501 -0.00014754285787380362 0.001022532597744629 0.0011266008347010632 -0.0065825993709930156 -0.00036187442835574127 -0.0022656299273140952 -0.002328071153806106 -0.0013266892732570117
leaf_weight=46 85 53 59 100 46 77 91 1159 341 121 47 1246 69 109 86
leaf_count=46 85 53 59 100 46 77 91 1159 341 121 47 1246 69 109 86
internal_value=0 -0.000130501 -8.50606e-05 -0.000132831 0.000262589 0.00178569 0.000123211 -5.35297e-06 -0.00041352 -0.00110338 -0.00346774 -0.000290719 0.000467162 -0.000520645 0.000103405
internal_weight=0 3689 3636 3551 1473 123 1350 1259 2078 313 106 1765 410 1355 207
internal_count=3735 3689 3636 3551 1473 123 1350 1259 2078 313 106 1765 410 1355 207
is_linear=0
shrinkage=0.0995203


Tree=3353
num_leaves=11
num_cat=0
split_feature=26 3 21 28 20 20 9 26 5 4
split_gain=0.0415445 0.0275078 0.0266631 0.0274513 0.0259502 0.0452463 0.0188504 0.0437573 0.0401774 0.0306071
threshold=0.50635500000000022 0.31589000000000006 0.12603000000000006 0.082705000000000015 -0.069434999999999983 0.0057800000000000013 0.12188500000000002 0.11991000000000003 -0.076589999999999991 0.14039500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 7 9 -9 -1
right_child=-2 -3 4 -5 5 -7 -8 8 -10 -11
leaf_value=-0.00020533147861450751 0.002535678706821439 -0.0023773132702117569 0.002667512765479114 0.0021535472734412055 -0.0017200188440494577 0.0018091828676785506 0.001258481656612885 0.00013300790678368247 -0.0035155952649752612 0.0019925146066177256
leaf_weight=3089 59 53 64 50 64 82 86 49 75 64
leaf_count=3089 59 53 64 50 64 82 86 49 75 64
internal_value=0 -0.000125828 -9.26652e-05 -0.000159841 0.000995203 0.000256528 -0.000194479 -0.00023286 -0.00206721 -0.00016046
internal_weight=0 3676 3623 3413 210 146 3363 3277 124 3153
internal_count=3735 3676 3623 3413 210 146 3363 3277 124 3153
is_linear=0
shrinkage=0.0995203


Tree=3354
num_leaves=13
num_cat=0
split_feature=7 4 20 6 4 3 21 6 6 20 26 26
split_gain=0.0363151 0.026337 0.0237698 0.0238236 0.0361041 0.0612378 0.0474508 0.0395538 0.0263962 0.0651202 0.0180645 0.0449474
threshold=0.093110000000000012 0.15340500000000004 -0.240845 -0.03764 0.10606500000000003 0.11125500000000002 -0.091869999999999993 -0.012574999999999999 -0.050699999999999995 -0.073314999999999991 -0.2382 -0.126245
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 6 -6 -5 -8 10 -10 -4 -12
right_child=-2 -3 3 4 5 -7 7 -9 9 -11 11 -13
leaf_value=0.0016304684316921581 0.0021069441930456735 -0.0023438547522389658 -0.0017935617707482709 0.0029262987215274375 -0.0042265058027764688 -8.2158145584080566e-05 -0.0024324662531380347 -0.00020831734597879354 -0.00096862279308638718 0.0040159258638190502 0.0024827856406064689 -9.2693270495701316e-06
leaf_weight=78 74 52 50 46 62 83 83 1776 48 56 76 1251
leaf_count=78 74 52 50 46 62 83 83 1776 48 56 76 1251
internal_value=0 -0.000119493 -8.72164e-05 -0.000125392 -0.000345247 -0.00185987 -0.000229531 -0.000308061 0.000178379 0.00170749 6.22952e-05 0.000132839
internal_weight=0 3661 3609 3531 2050 145 1905 1859 1481 104 1377 1327
internal_count=3735 3661 3609 3531 2050 145 1905 1859 1481 104 1377 1327
is_linear=0
shrinkage=0.0995203


Tree=3355
num_leaves=14
num_cat=0
split_feature=30 2 18 9 2 27 27 5 27 27 18 20 18
split_gain=0.0349231 0.0443059 0.0178174 0.0492346 0.0248549 0.0177989 0.0522586 0.0325512 0.0236232 0.0188147 0.0186706 0.0400303 0.0342951
threshold=-0.020805000000000001 0.42136500000000005 0.14607000000000003 0.086555000000000021 -0.065999999999999989 0.087140000000000009 0.091025000000000009 -0.44524499999999995 0.084480000000000013 0.10530500000000002 0.088735000000000022 -0.071149999999999991 0.084900000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 8 -7 -8 10 -9 12 -12 -2
right_child=1 -3 3 4 -6 6 7 9 -10 -11 11 -13 -14
leaf_value=0.0026568154977593965 -9.4893476574226915e-05 -0.0026003181708007944 0.0034263874678024395 -0.0011957833702270024 0.0015945520247821891 0.003437920596500393 -0.0015262499211548884 0.0021149229101211277 -0.0024124375526238758 -0.00026199724825192664 0.00095696989574419215 -0.001065316679690147 0.0018132847545001671
leaf_weight=46 2430 69 54 83 51 54 86 68 46 63 122 466 97
leaf_count=46 2430 69 54 83 51 54 86 68 46 63 122 466 97
internal_value=0 -0.000101921 -5.40737e-05 0.000888815 -0.000127681 -0.000105962 0.000667456 -1.81961e-05 -0.000172528 0.000965575 -0.000139188 -0.000644334 -2.13232e-05
internal_weight=0 3689 3620 188 134 3432 271 217 3161 131 3115 588 2527
internal_count=3735 3689 3620 188 134 3432 271 217 3161 131 3115 588 2527
is_linear=0
shrinkage=0.0995203


Tree=3356
num_leaves=16
num_cat=0
split_feature=12 36 3 2 0 8 0 9 9 3 9 18 3 20 1
split_gain=0.0255514 0.0105096 0.0217028 0.031836 0.0867137 0.0292383 0.0171083 0.0337706 0.164329 0.0379494 0.0369311 0.0300389 0.0307141 0.0268603 0.0153878
threshold=-0.035284999999999997 0.088605000000000017 0.083875000000000019 -0.087359999999999993 -0.087504999999999986 -0.085764999999999994 -0.14680499999999999 0.083955000000000016 0.083715000000000026 0.10708000000000002 0.084155000000000021 0.086800000000000016 0.090050000000000033 -0.062769999999999992 0.15756500000000004
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 11 8 9 -8 -9 12 -4 -14 -12
right_child=1 -3 6 4 -6 -7 7 10 -10 -11 14 -13 13 -15 -16
leaf_value=-0.0017743287086121498 -0.0011451720792149305 0.0015888238931405325 0.0022737834665741037 0.00071540813589533183 -0.0039007676989216539 0.0017946725395452581 0.0013240700831147875 -0.0027085694553308135 0.0064101597073125717 -0.00030762141018440039 4.189417927545577e-05 -0.0022150994248831906 -0.0023912822140249139 0.00010396363756078241 0.0010981452481872011
leaf_weight=74 64 46 48 77 84 70 250 47 49 323 2162 79 56 178 146
leaf_count=74 64 46 48 77 84 70 250 47 49 323 2162 79 56 178 146
internal_value=0 9.31174e-05 7.39539e-05 -0.000743808 -0.00168795 0.000384459 0.00014647 0.000225117 0.000877418 0.000402857 5.24847e-05 -0.000499831 -1.64093e-05 -0.000489691 0.000109065
internal_weight=0 3679 3633 295 161 134 3338 2977 622 573 2355 361 282 234 2308
internal_count=3753 3679 3633 295 161 134 3338 2977 622 573 2355 361 282 234 2308
is_linear=0
shrinkage=0.0995203


Tree=3357
num_leaves=23
num_cat=0
split_feature=12 0 0 0 17 17 17 0 2 9 0 3 2 2 5 9 2 3 8 3 0 3
split_gain=0.0207206 0.0110167 0.0837916 0.0375847 0.0234922 0.133633 0.0875873 0.0537519 0.0330119 0.0386297 0.0322245 0.0212356 0.0582384 0.159403 0.125222 0.0559868 0.0681598 0.046249 0.0451284 0.0425746 0.0405976 0.0338416
threshold=-0.035284999999999997 -0.085684999999999997 -0.086304999999999993 -0.085245000000000001 -0.019465 -0.011514999999999999 -0.053765 -0.086944999999999995 0.10166000000000001 0.08846500000000003 -0.087614999999999985 0.091225000000000014 -0.083974999999999994 -0.082404999999999992 -0.013050000000000001 0.084595000000000017 -0.087444999999999995 0.091865000000000016 -0.079585000000000003 0.092900000000000024 -0.082885 0.094685000000000033
decision_type=2 2 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 -6 8 10 9 -2 -7 12 15 14 -14 16 -5 -13 -17 -19 -15 -21
right_child=1 3 -4 11 5 7 -8 -9 -10 -11 -12 17 13 20 -16 18 -18 19 -20 21 -22 -23
leaf_value=-0.0015977471404937777 -0.00081161338503669956 0.0028732832761120307 -0.0031379008094727209 -0.0008929576792659988 0.0050227891152637722 7.3616063577718849e-05 -0.0036031963428564992 -0.0032607380408270674 0.0024674212470075403 0.0015916300431903002 0.0026328138133300118 -0.0027938657984712583 0.0086614470739859329 -0.0020818147714872105 0.0015728774896949091 -2.7571420931892431e-05 0.0038632049099066933 0.002333154861806254 -0.0025282307835584605 -0.0017411175605865094 0.0008146579617414496 6.8521444509681698e-05
leaf_weight=74 287 52 86 58 57 790 76 46 50 86 52 60 46 58 54 183 61 75 118 114 274 996
leaf_count=74 287 52 86 58 57 790 76 46 50 86 52 60 46 58 54 183 61 75 118 114 274 996
internal_value=0 8.38947e-05 -0.000119855 0.000229337 5.93228e-05 0.00035152 -0.000492397 5.07534e-05 6.45824e-05 -0.00025532 0.000232639 0.000163384 0.000546364 0.00135799 0.00484181 -0.000286503 0.0015382 -9.80457e-05 -0.00101062 3.77608e-05 0.000306182 -0.000116596
internal_weight=0 3679 1530 2149 1444 945 499 888 423 373 842 2097 852 432 100 420 119 1245 301 1185 332 1110
internal_count=3753 3679 1530 2149 1444 945 499 888 423 373 842 2097 852 432 100 420 119 1245 301 1185 332 1110
is_linear=0
shrinkage=0.0995203


Tree=3358
num_leaves=10
num_cat=0
split_feature=12 8 8 23 4 4 4 26 4
split_gain=0.0168227 0.00976797 0.0225335 0.0144622 0.0140923 0.0179166 0.0162805 0.013065 0.0126189
threshold=-0.087529999999999983 -0.49499500000000002 -0.42187000000000002 -0.046924999999999994 0.13584500000000002 0.13108000000000006 0.11849500000000003 -0.0083299999999999989 0.12182500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 -4 5 6 -5 -6 -2
right_child=1 2 3 4 7 -7 -8 -9 -10
leaf_value=-0.0017671511551430009 0.00022635292918776959 0.002239723687207732 -0.0012540323617923207 6.0380740813044543e-05 0.0001803718041484551 -0.0018449816010364486 0.0016890781622554759 0.0024228275523505522 -0.0019967260115870125
leaf_weight=50 49 48 80 3260 56 48 62 49 51
leaf_count=50 49 48 80 3260 56 48 62 49 51
internal_value=0 7.01874e-05 9.73205e-05 6.81633e-05 9.88379e-05 6.32062e-05 9.10243e-05 0.00123465 -0.000899231
internal_weight=0 3703 3603 3555 3475 3370 3322 105 100
internal_count=3753 3703 3603 3555 3475 3370 3322 105 100
is_linear=0
shrinkage=0.0995203


Tree=3359
num_leaves=18
num_cat=0
split_feature=7 0 0 0 4 3 3 8 0 9 3 0 26 6 3 3 0
split_gain=0.0171847 0.0113726 0.0844158 0.0341532 0.0261531 0.022166 0.0545154 0.0396635 0.103444 0.0380609 0.0260216 0.0189205 0.100119 0.0205088 0.026904 0.0577884 0.0330663
threshold=-0.10984999999999999 -0.085754999999999984 -0.086304999999999993 -0.085349999999999995 0.14903500000000006 0.091225000000000014 0.090695000000000012 -0.083294999999999994 -0.077044999999999988 0.087885000000000019 0.09304500000000003 -0.087394999999999987 0.086685000000000026 0.097935000000000022 0.087745000000000031 0.088605000000000017 -0.089674999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 -3 5 6 9 8 -7 -5 -9 13 -13 14 16 -16 -2
right_child=1 3 -4 4 -6 7 -8 10 -10 -11 -12 12 -14 -15 15 -17 -18
leaf_value=-0.0015031942627334247 -0.00036440637498598498 0.0027117242522289196 -0.0034653618129736677 0.00072264976016714691 0.0023581191644739697 -0.0050862034408071174 0.0035436760549669992 0.001546792061368872 -6.7910219725543511e-05 -0.00075431697099227421 -9.4827649151615483e-05 0.0046453666442710598 -0.0011136266331571091 0.0014087313938003717 0.0032971941944083417 -7.563123101613982e-05 -0.0024982143298085836
leaf_weight=70 336 53 72 573 52 56 54 107 150 247 896 50 74 85 54 732 92
leaf_count=70 336 53 72 573 52 56 54 107 150 247 896 50 74 85 54 732 92
internal_value=0 7.05568e-05 -0.000140677 0.000215261 0.000152905 9.74606e-05 0.000479543 -0.000178074 -0.00143608 0.00027676 7.94842e-05 2.69679e-05 0.00120195 -8.45632e-05 -0.000189793 0.000155048 -0.000824988
internal_weight=0 3683 1495 2188 2135 2083 874 1209 206 820 1003 1423 124 1299 1214 786 428
internal_count=3753 3683 1495 2188 2135 2083 874 1209 206 820 1003 1423 124 1299 1214 786 428
is_linear=0
shrinkage=0.0995203


Tree=3360
num_leaves=15
num_cat=0
split_feature=29 25 18 18 1 1 5 26 18 17 8 8 8 4
split_gain=0.0316031 0.0220623 0.0164956 0.117579 0.0210802 0.0286033 0.0466926 0.0434573 0.0202709 0.0182792 0.0248466 0.0572228 0.0483485 0.0192704
threshold=0.12330000000000002 0.096120000000000025 -0.099739999999999995 -0.11166 -0.49367499999999997 -0.041095 0.27139000000000008 0.097125000000000031 -0.094939999999999997 -0.54752499999999993 -0.050299999999999997 -0.057284999999999996 -0.041669999999999992 0.08167000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7 -4 13 11 -11 -12 -10
right_child=-2 -3 8 -5 5 7 -8 -9 9 10 12 -13 -14 -15
leaf_value=-0.0015464952679828175 0.0022766392887821553 0.0017866080290887807 0.0016460224393619789 -0.0042437056731063974 -6.0078273804227971e-05 0.00038401735894771504 0.0039704100045594515 -0.0030595723765426902 -0.0001603360237839931 -3.7783159556993473e-05 -0.003434668979198122 0.0035101594626113161 -0.00039821637778318138 0.0025100316547600242
leaf_weight=72 56 60 68 77 69 171 48 46 52 2110 56 46 737 54
leaf_count=72 56 60 68 77 69 171 48 46 52 2110 56 46 737 54
internal_value=0 -0.000105107 -0.00013681 -0.000678201 0 0.000330965 0.00158646 -0.000342188 -5.28172e-05 -9.0899e-05 -0.000137301 3.75354e-05 -0.000613677 0.00119232
internal_weight=0 3666 3606 483 406 334 117 217 3123 3055 2949 2156 793 106
internal_count=3722 3666 3606 483 406 334 117 217 3123 3055 2949 2156 793 106
is_linear=0
shrinkage=0.0995203


Tree=3361
num_leaves=19
num_cat=0
split_feature=3 8 3 18 4 5 4 3 17 7 9 17 5 17 5 5 5 13
split_gain=0.0283922 0.0621439 0.0174493 0.0655468 0.054785 0.043468 0.057769 0.0392935 0.0332541 0.0157272 0.0177778 0.0227457 0.042834 0.0264763 0.0196741 0.0963797 0.081389 0.0153827
threshold=0.17152000000000003 -0.082244999999999999 0.083875000000000019 -0.018629999999999997 0.081540000000000015 -0.016815 0.08024000000000002 0.084145000000000011 -0.084209999999999993 -0.073114999999999999 0.089025000000000021 -0.086174999999999988 0.0047850000000000011 0.0053950000000000014 -0.039649999999999998 -0.045014999999999993 -0.025879999999999997 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 -2 3 4 -1 6 -5 -4 -7 -9 11 12 -11 -13 15 -12 -16 -8
right_child=1 -3 7 5 -6 8 17 9 -10 10 14 13 -14 -15 16 -17 -18 -19
leaf_value=-0.0054872789970026618 -0.00093697281411718805 0.0039438952533709564 0.0027352087999203438 -0.0037159802382238571 -0.00063397034340864427 -3.1523721066793991e-05 0.00094126915695630494 0.0014922825094205651 0.0036056823713135318 -0.0020566566390152964 9.9287264857397705e-05 0.00022995881970490866 -0.00017559755851562201 -0.00076172247927799766 0.0045115758796571209 -0.004588776951405197 0.00023314948557963999 -0.0011652404019840727
leaf_weight=46 50 53 50 52 47 52 91 62 47 191 569 837 325 391 47 47 710 55
leaf_count=46 50 53 50 52 47 52 91 62 47 191 569 837 325 391 47 47 710 55
internal_value=0 0.00156659 -0.000108763 -0.000737653 -0.00304334 -1.29154e-05 -0.000866989 -3.25514e-05 0.00168696 -7.63409e-05 -0.000107805 -0.000318846 -0.000873468 -8.51298e-05 0.000159666 -0.000257077 0.000499867 0.000142114
internal_weight=0 103 3619 390 93 297 198 3229 99 3179 3117 1744 516 1228 1373 616 757 146
internal_count=3722 103 3619 390 93 297 198 3229 99 3179 3117 1744 516 1228 1373 616 757 146
is_linear=0
shrinkage=0.0995203


Tree=3362
num_leaves=8
num_cat=0
split_feature=23 2 9 23 29 27 19
split_gain=0.0254815 0.0153869 0.0161082 0.0143407 0.0198844 0.0225668 0.016887
threshold=-0.069894999999999999 0.50951500000000005 -0.16268999999999997 -0.046924999999999994 0.097185000000000021 -0.086859999999999993 0.13571500000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7
right_child=1 -3 3 4 -6 6 -8
leaf_value=0.0022459542206834217 -0.0018669799926493101 0.0016299271800268838 -0.0017589021733211377 -0.0022120595673598151 0.0017989215422676067 -9.4604903692079235e-05 0.0013771102062532907
leaf_weight=47 51 51 50 49 56 3339 79
leaf_count=47 51 51 50 49 56 3339 79
internal_value=0 -8.56545e-05 -0.000110024 -8.47161e-05 -6.07229e-05 -9.09965e-05 -6.03497e-05
internal_weight=0 3675 3624 3573 3523 3467 3418
internal_count=3722 3675 3624 3573 3523 3467 3418
is_linear=0
shrinkage=0.0995203


Tree=3363
num_leaves=14
num_cat=0
split_feature=26 0 18 0 4 18 18 0 0 9 0 5 2
split_gain=0.0254514 0.0169869 0.0365626 0.023441 0.0232937 0.0290174 0.0449776 0.0597561 0.0141425 0.0157016 0.0171558 0.0184133 0.0181525
threshold=0.40795000000000009 -0.12236 -0.07657499999999999 -0.110495 0.076855000000000021 0.093865000000000018 0.077940000000000023 -0.14574499999999999 -0.10287 -0.26414499999999996 0.12433000000000002 0.22078000000000006 0.15165000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 6 7 -6 -5 -10 12 -12 -11
right_child=-2 3 4 8 5 -7 -8 -9 9 10 11 -13 -14
leaf_value=-0.0024728733148049477 0.0016023330265727577 0.0016495957963922321 0.0013818967495423981 -0.0013953760196865411 0.00030016776503646517 0.0011364052312856428 -0.0034878848372956357 -0.0036232149013369838 0.0018127856865408213 -5.4555760254725915e-05 2.2817985455140933e-05 0.0025096219194827214 -0.0018656092915507975
leaf_weight=87 90 83 73 75 210 80 58 47 46 2696 68 53 56
leaf_count=87 90 83 73 75 210 80 58 47 46 2696 68 53 56
internal_value=0 -9.15773e-05 -0.000598349 0 -0.000248131 -0.000551449 -0.000982709 -0.000414153 -4.59056e-05 -1.09522e-05 -4.04372e-05 0.00111885 -9.17061e-05
internal_weight=0 3632 555 3077 468 395 315 257 2994 2919 2873 121 2752
internal_count=3722 3632 555 3077 468 395 315 257 2994 2919 2873 121 2752
is_linear=0
shrinkage=0.0995203


Tree=3364
num_leaves=17
num_cat=0
split_feature=20 20 9 0 7 20 22 21 20 20 0 21 9 21 21 4
split_gain=0.0146122 0.0461613 0.0230557 0.0672154 0.0663382 0.0216067 0.0244785 0.035583 0.0198632 0.0409671 0.0215626 0.0574771 0.0443828 0.02875 0.0320369 0.0192522
threshold=-0.01137 -0.017315000000000001 0.11296000000000002 -0.065519999999999981 0.086645000000000028 -0.0088249999999999978 0.12975500000000004 -0.081904999999999992 -0.042414999999999994 -0.053499999999999999 -0.052884999999999995 0.089125000000000024 0.09649000000000002 0.12393500000000003 0.10009000000000003 0.10777500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 5 -2 7 -7 9 10 13 -12 -13 14 -1 -9
right_child=2 -3 3 -5 -6 6 -8 15 -10 -11 11 12 -14 -15 -16 -17
leaf_value=-0.00012071483217723117 0.0021346504618882942 -0.0030005271996187913 -0.0036383394445172281 0.00069595505282106366 0.0039105360736835775 -0.0025982679174714829 0.0021329937665683935 0.00021792283209098328 0.0017894176819164065 -0.0024730603039311403 0.0016688163385715719 -0.0040649616327433401 -1.9993914274125615e-05 -0.0021867488770971732 0.0011976138659930916 -0.00065637080706926437
leaf_weight=770 52 59 60 86 47 50 56 1703 50 76 49 66 46 53 239 292
leaf_count=770 52 59 60 86 47 50 56 1703 50 76 49 66 46 53 239 292
internal_value=0 -0.000275003 0.000130505 -0.00107966 0.000211187 0.00013005 8.00466e-05 2.34286e-05 -0.000155192 -0.000230673 -9.06561e-05 -0.00116419 -0.00241095 7.13223e-05 0.000190744 8.95457e-05
internal_weight=0 1408 2346 146 2200 2153 2101 2045 1349 1299 1223 161 112 1062 1009 1995
internal_count=3754 1408 2346 146 2200 2153 2101 2045 1349 1299 1223 161 112 1062 1009 1995
is_linear=0
shrinkage=0.0995203


Tree=3365
num_leaves=24
num_cat=0
split_feature=1 3 6 17 1 26 26 1 26 1 3 3 3 3 6 0 6 6 3 26 1 26 3
split_gain=0.012574 0.0383516 0.110919 0.0637891 0.0289647 0.0638025 0.0843749 0.0280748 0.112465 0.0338384 0.0230947 0.0377082 0.0371749 0.0353906 0.0838158 0.0450466 0.0215591 0.0532731 0.0426469 0.0215062 0.0698058 0.043986 0.0163151
threshold=-0.085184999999999997 0.083955000000000016 0.086520000000000027 -0.035539999999999995 -0.081594999999999987 0.088825000000000029 0.096535000000000024 -0.079844999999999985 0.089880000000000029 -0.078729999999999994 0.084855000000000028 0.08544000000000003 0.08666500000000002 0.08920500000000002 0.089430000000000023 -0.078809999999999991 0.091495000000000007 0.095355000000000023 0.097880000000000023 0.08709500000000002 -0.040439999999999997 0.086255000000000012 0.084550000000000028
decision_type=2 2 2 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 22 -7 8 -6 -9 -3 -12 -13 14 -14 -15 19 -18 -19 21 -21 -11 -2
right_child=4 10 -4 -5 7 6 -8 9 -10 16 11 12 13 15 -16 -17 17 18 -20 20 -22 -23 -24
leaf_value=0.0018353016074927396 -0.00070465265939360911 -0.0016750710190626854 0.0058245407280328038 -0.0028368132428442661 -0.0016167197530529743 -0.0059802461281055078 -0.00033236238002498804 -0.0025250597998680013 0.0044958622728378658 -8.5620156431216637e-05 0.0028652677122469462 -0.0022076383279561423 0.0042565299855500758 -0.0026403323974652018 -0.00070158017036501478 0.00023074585003921043 0.0033862417556328171 -0.00077220779380815215 0.0013044441274814287 -0.0031505354134121386 -0.00023696270989855353 0.0026282481145247262 0.001923513368988125
leaf_weight=78 46 74 46 46 59 49 57 56 60 1283 48 69 64 64 71 349 58 219 177 95 577 62 47
leaf_count=78 46 74 46 46 59 49 57 56 60 1283 48 69 64 64 71 349 58 219 177 95 577 62 47
internal_value=0 0.000302724 0.00165052 9.54955e-05 -0.000122401 -0.00128042 -0.0029509 -3.49996e-05 0.00145838 -0.000105649 -6.21744e-06 0.000178259 -2.94527e-05 0.000243314 0.00164287 -0.000212185 -5.04866e-05 0.000568668 0.000153925 -0.000190256 -0.00065007 3.88715e-05 0.000614758
internal_weight=0 909 170 124 2845 199 106 2646 119 2527 739 665 617 548 135 413 2471 454 396 2017 672 1345 93
internal_count=3754 909 170 124 2845 199 106 2646 119 2527 739 665 617 548 135 413 2471 454 396 2017 672 1345 93
is_linear=0
shrinkage=0.0995203


Tree=3366
num_leaves=19
num_cat=0
split_feature=12 6 6 6 17 6 6 6 3 2 2 2 2 21 2 2 1 6
split_gain=0.0107374 0.0585389 0.0141413 0.0435782 0.028543 0.0222746 0.0281095 0.0283225 0.0301307 0.0153084 0.0661924 0.048987 0.0822565 0.0271203 0.0453725 0.039887 0.0345027 0.0123009
threshold=-0.0088449999999999987 -0.25061999999999995 0.085570000000000021 0.08481000000000001 -0.47196999999999995 0.086420000000000011 0.087235000000000021 0.087670000000000012 0.084235000000000018 -0.084154999999999994 -0.082644999999999982 -0.082275000000000001 -0.081804999999999989 0.095695000000000016 -0.095204999999999998 -0.085599999999999996 -0.0084199999999999987 -0.015744999999999999
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 -6 -7 -8 -9 13 17 -12 -13 15 -15 16 -2 -11
right_child=2 -3 4 -5 5 6 7 8 -10 10 11 12 -14 14 -16 -17 -18 -19
leaf_value=-0.0015075528186829115 0.00079296766942401991 0.0030900631905115953 -0.0020134506885251019 -0.0028610621869295033 0.0021027512784516891 -0.0018745124266869668 0.0025820401134115092 -0.002266530819592895 0.00033809176368882051 -0.0017153456551258067 0.0030421812661367777 -0.0043633359783430319 -8.6026810372094277e-05 0.00045348884045561682 -0.0031719352351364158 0.0029773246301272628 -0.0010334156154126765 -0.003887870399240231
leaf_weight=51 366 59 54 59 66 60 53 46 979 62 47 46 1413 87 56 61 142 47
leaf_count=51 366 59 54 59 66 60 53 46 979 62 47 46 1413 87 56 61 142 47
internal_value=0 0.000950999 -4.685e-05 -0.00018939 0.00022285 0.000323829 0.000219939 0.000337272 0.000220403 -0.0001213 -0.000291025 -0.000119048 -0.000221445 0.000262532 -0.000960534 0.00057135 0.000280832 -0.00265963
internal_weight=0 110 3644 2386 1258 1204 1138 1078 1025 2327 1615 1506 1459 712 143 569 508 109
internal_count=3754 110 3644 2386 1258 1204 1138 1078 1025 2327 1615 1506 1459 712 143 569 508 109
is_linear=0
shrinkage=0.0995203


Tree=3367
num_leaves=21
num_cat=0
split_feature=38 35 6 6 17 0 8 0 26 26 3 9 3 17 17 9 17 0 9 17
split_gain=0.00960682 0.0238942 0.0126339 0.03665 0.0235171 0.0252092 0.0675102 0.0301269 0.101804 0.0191025 0.0189763 0.0903118 0.0749275 0.012901 0.0167171 0.0379202 0.0263753 0.0400561 0.0296128 0.0164426
threshold=-0.072014999999999996 -0.08194499999999999 0.085845000000000019 0.085120000000000015 -0.47196999999999995 -0.087184999999999999 -0.089594999999999994 -0.084834999999999994 0.088325000000000028 0.086215000000000028 0.091615000000000016 0.091750000000000012 0.092735000000000026 0.51392000000000015 0.22924500000000006 0.08846500000000003 0.0084900000000000028 -0.085684999999999997 0.11351500000000002 0.41752000000000006
decision_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 13 -4 6 9 8 -7 -6 11 -9 -12 14 16 -16 18 -18 -2 -17
right_child=2 -3 4 -5 5 7 -8 10 -10 -11 12 -13 -14 -15 15 19 17 -19 -20 -21
leaf_value=-0.00041528848408883438 8.3375855415366993e-05 0.0025374753834423213 -0.0018130716729173565 -0.0026481156144950542 0.0012208475244981716 0.00099660237154048617 0.0034949460390913799 0.00027901400215587331 -0.0046187617253746023 -0.0013963154011917478 -0.0038993651776778552 0.0049040931529512576 0.00031642861590200339 -0.0013046156819042313 0.0026437278687185518 -0.0012696046158983485 -0.0021269932303836833 0.00024517837899846594 -0.001768693301533078 0.0011631241199164702
leaf_weight=60 1710 49 54 58 49 78 83 384 54 63 47 47 373 87 71 68 154 129 90 46
leaf_count=60 1710 49 54 58 49 78 83 384 54 63 47 47 373 87 71 68 154 129 90 46
internal_value=0 0.000904591 -4.34505e-05 -0.000176028 0.000215552 0.00030924 0.00134325 0.000103288 -0.00129439 -0.000243997 0.000321046 0.000785273 -0.00015339 -0.000114797 -6.87946e-05 0.000837164 -0.00014965 -0.00104279 -8.77285e-06 -0.000280796
internal_weight=0 109 3645 2413 1232 1178 195 983 132 112 851 431 420 2355 2268 185 2083 283 1800 114
internal_count=3754 109 3645 2413 1232 1178 195 983 132 112 851 431 420 2355 2268 185 2083 283 1800 114
is_linear=0
shrinkage=0.0995203


Tree=3368
num_leaves=16
num_cat=0
split_feature=23 4 6 3 3 9 26 26 9 2 1 18 0 2 0
split_gain=0.0420059 0.0232738 0.0278779 0.0197678 0.0517425 0.103511 0.060987 0.0363578 0.0241145 0.0196592 0.0325273 0.028288 0.0182337 0.03751 0.0185395
threshold=-0.068264999999999978 0.14699000000000004 -0.48214499999999999 0.088285000000000016 0.086965000000000028 0.084055000000000032 0.08494500000000002 -0.092795000000000002 0.086965000000000028 -0.10165999999999999 -0.50597999999999999 -0.060544999999999995 -0.14909499999999998 0.096520000000000022 -0.13752999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 -7 -4 -9 10 -5 -12 13 -11 -14
right_child=1 -3 3 9 5 6 -8 8 -10 12 11 -13 14 -15 -16
leaf_value=0.0028440704122223649 0.0018695104814794427 -0.0018543269019403374 0.0023971802962490609 0.0016531655476091768 -0.0055405983314721517 0.0017043760056406148 -0.0017668431588605434 -6.3743249986799561e-05 -0.0018029486138731142 0.0014908512625964646 -0.002794670195916441 -0.00043418895421006259 0.0014956956717519839 -0.0017178157842565804 0.00016328560727922489
leaf_weight=48 71 75 55 46 54 72 164 781 88 50 77 148 110 128 1796
leaf_count=48 71 75 55 46 54 72 164 781 88 50 77 148 110 128 1796
internal_value=0 -0.000118474 -8.2483e-05 -0.000121544 -0.000447822 -0.00160772 -0.000704358 -8.28983e-05 -0.000240807 4.63039e-05 -0.000750568 -0.00124564 0.000150321 -0.000811906 0.000240612
internal_weight=0 3715 3640 3569 1214 290 236 924 869 2355 271 225 2084 178 1906
internal_count=3763 3715 3640 3569 1214 290 236 924 869 2355 271 225 2084 178 1906
is_linear=0
shrinkage=0.0995203


Tree=3369
num_leaves=16
num_cat=0
split_feature=29 13 2 3 3 26 8 0 6 3 2 9 6 8 6
split_gain=0.0315881 0.0246684 0.0375935 0.0189234 0.0999984 0.0302106 0.046998 0.0347655 0.0154214 0.0323446 0.0882132 0.0732605 0.019838 0.0511614 0.0351277
threshold=0.12330000000000002 0.089365000000000014 0.41639000000000009 0.08777500000000002 0.087445000000000023 0.088685000000000028 -0.081534999999999982 -0.085794999999999996 0.11229000000000001 0.10850000000000003 -0.070354999999999987 0.11479000000000002 0.096435000000000021 -0.065539999999999987 0.094100000000000031
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 -1 12 10 -10 -11 14 -14 -5
right_child=-2 -3 -4 8 -6 6 -8 -9 9 11 -12 -13 13 -15 -16
leaf_value=0.00065476145628068296 0.0022944222759797989 0.002156690318949819 -0.0026734452227067137 -1.5216014281056214e-05 -0.0036790505160749186 -0.00019650426174735251 -0.003736098571305579 -0.00062789564984789257 0 -0.0035461846395762734 0.0048003221920975368 0.0016972806670081633 1.5213123558381125e-05 -0.0034386961766504328 0.0022693827461550916
leaf_weight=467 55 47 57 1947 87 112 56 379 114 47 57 60 150 59 69
leaf_count=467 55 47 57 1947 87 112 56 379 114 47 57 60 150 59 69
internal_value=0 -0.000107765 -0.00013706 -9.67179e-05 -0.000440639 -0.00016198 -0.00138124 7.91756e-05 5.42365e-05 0.000753213 0.00160367 -0.000598274 -3.27284e-05 -0.000955898 6.25711e-05
internal_weight=0 3708 3661 3604 1101 1014 168 846 2503 278 171 107 2225 209 2016
internal_count=3763 3708 3661 3604 1101 1014 168 846 2503 278 171 107 2225 209 2016
is_linear=0
shrinkage=0.0995203


Tree=3370
num_leaves=25
num_cat=0
split_feature=8 4 5 5 21 21 12 4 6 9 0 21 6 8 21 19 29 19 0 6 9 6 5 5
split_gain=0.0290682 0.0347979 0.0213602 0.0335571 0.0314381 0.0582111 0.0228237 0.0214998 0.0268777 0.0512808 0.021402 0.0195678 0.0365654 0.0647431 0.0341851 0.023558 0.0419203 0.0279961 0.0223685 0.0180825 0.052322 0.0216641 0.0138447 0.0215325
threshold=0.10228000000000002 0.11670500000000002 -0.0038499999999999997 -0.0016799999999999999 -0.013044999999999999 -0.026109999999999998 -0.082629999999999995 0.10543500000000001 -0.0065449999999999996 0.084485000000000018 0.019150000000000004 0.10940500000000002 -0.070864999999999997 -0.073029999999999984 0.098000000000000018 0.078135000000000024 -0.025204999999999998 0.10345000000000003 -0.065939999999999985 0.10449000000000003 0.091750000000000012 -0.095814999999999997 0.23932500000000004 -0.067559999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 22 4 -4 5 7 -6 8 9 -1 19 14 -13 -14 15 16 -5 -17 -15 21 -21 -8 23 -2
right_child=1 -3 3 11 6 -7 10 -9 -10 -11 -12 12 13 18 -16 17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0027589525641543875 -0.00034968227495179281 0.0033903984089288211 0.0022888686306612245 -0.0029554132433602773 -0.0022648065140319102 -0.0040830364222050773 0.00027343843394869781 -0.0023381375503052364 -0.0018313821580206286 -0.0010438213849385139 0.0020096749131164392 -0.0031517453634372218 0.0028131044298664466 -0.002498962448493452 0.0026902598746653735 0.003223027677325989 0.00011655068992601279 8.7762326234884773e-05 4.2849344643151436e-05 0.0034460850134354674 -0.00071361606467464588 -0.00047340768078140062 -0.00097323710815993647 0.0023758658250057694
leaf_weight=63 58 49 72 47 50 58 556 55 63 79 46 49 54 70 55 50 685 66 66 51 72 1241 52 56
leaf_count=63 58 49 72 47 50 58 556 55 63 79 46 49 54 70 55 50 685 66 66 51 72 1241 52 56
internal_value=0 0.001058 -0.000133507 0.000204669 -0.000309755 -0.0012298 -0.000164223 -0.000590159 -0.000117195 0.00063756 -0.000110384 7.25489e-05 -0.000727233 -9.76547e-05 0.000285136 0.000128178 -7.95747e-05 0.00144623 -0.00125942 -0.000161603 0.00100448 -0.000241875 0.000364587 0.000982003
internal_weight=0 215 3548 1214 2334 318 2016 260 205 142 1966 1142 239 190 903 848 732 116 136 1920 123 1797 166 114
internal_count=3763 215 3548 1214 2334 318 2016 260 205 142 1966 1142 239 190 903 848 732 116 136 1920 123 1797 166 114
is_linear=0
shrinkage=0.0995203


Tree=3371
num_leaves=16
num_cat=0
split_feature=23 10 2 2 9 1 1 2 2 20 17 2 2 1 21
split_gain=0.0317505 0.0170887 0.0143628 0.0180479 0.0293173 0.123167 0.0850337 0.0295342 0.0520739 0.050598 0.0167186 0.0369922 0.0173924 0.0387507 0.0164686
threshold=-0.067359999999999989 0.09056500000000002 0.42136500000000005 -0.077945 0.08401500000000002 -0.01257 -0.078954999999999984 -0.081134999999999999 -0.081604999999999997 -0.079725000000000004 0.51174000000000019 -0.070354999999999987 -0.076954999999999996 -0.067015000000000005 0.10343500000000001
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 -2 8 -6 -9 12 -12 13 -5 -14
right_child=1 -3 -4 10 7 -7 -8 9 -10 -11 11 -13 14 -15 -16
leaf_value=0.0023365401726970609 -0.0010679254269949879 0.0013922917143592839 -0.0015270230515949145 -0.00072577019388555262 -5.9184059840728165e-05 -0.0045756037173298961 0.0034760730853309486 0.0014179671406976133 0.0026577525023325993 -0.001457595873243935 0.0031061695254128502 -0.00051784754257699895 0.0001668485382214409 0.0032462446704579809 -0.00065662340848275495
leaf_weight=54 177 75 71 46 1245 79 53 75 74 311 57 54 1027 51 314
leaf_count=54 177 75 71 46 1245 79 53 75 74 311 57 54 1027 51 314
internal_value=0 -9.37721e-05 -0.000124667 -9.64928e-05 -0.000293068 -0.00118532 -1.72704e-05 -0.000130884 9.2624e-05 -0.000896752 0.000158564 0.00133576 6.71267e-05 0.00135417 -2.536e-05
internal_weight=0 3709 3634 3563 2014 309 230 1705 1319 386 1549 111 1438 97 1341
internal_count=3763 3709 3634 3563 2014 309 230 1705 1319 386 1549 111 1438 97 1341
is_linear=0
shrinkage=0.0995203


Tree=3372
num_leaves=14
num_cat=0
split_feature=24 4 1 38 17 10 4 2 4 2 10 8 2
split_gain=0.0317063 0.0160737 0.0203939 0.0326418 0.0260728 0.020232 0.0247659 0.0367345 0.0351212 0.0209055 0.0198292 0.0153799 0.00879862
threshold=-0.070599999999999996 0.11995000000000003 -0.066524999999999987 -0.051829999999999994 0.11012500000000003 0.09056500000000002 0.11474000000000002 0.12875500000000004 0.09661500000000002 0.11665500000000002 0.086165000000000019 -0.071594999999999992 0.31377500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 11 6 7 9 -9 10 -2 12 -5
right_child=1 2 3 4 -6 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.002415859975639114 0.00011118526944883957 -0.0024719038829098434 0.002096071126620868 -0.0019409559060261131 -0.0028984149119646689 0.0019649047315958004 0.001969063370065376 1.7613308595988894e-05 -0.0038125592497823117 0.0021691502212335587 -0.0017004377142874995 0.0011581744523897557 -0.00011545470207225497
leaf_weight=52 3046 50 47 46 46 58 68 47 47 48 61 54 63
leaf_count=52 3046 50 47 46 46 58 68 47 47 48 61 54 63
internal_value=0 5.87172e-05 -0.00063151 -0.000268859 -0.000804603 0.00012154 8.9061e-05 4.94614e-05 -0.00188877 0.000107468 7.5354e-05 -0.000208689 -0.000893361
internal_weight=0 3681 306 256 209 3375 3317 3249 94 3155 3107 163 109
internal_count=3733 3681 306 256 209 3375 3317 3249 94 3155 3107 163 109
is_linear=0
shrinkage=0.0995203


Tree=3373
num_leaves=17
num_cat=0
split_feature=24 29 38 12 2 26 9 7 4 0 0 0 8 8 3 0
split_gain=0.0257098 0.0148147 0.0154628 0.0186263 0.0183362 0.0231752 0.0491006 0.0198808 0.0256461 0.0179673 0.0627667 0.0438443 0.0390776 0.0917625 0.0311397 0.00482016
threshold=-0.070599999999999996 -0.117605 -0.072014999999999996 -0.013050000000000001 -0.065379999999999994 0.11275500000000002 0.11640000000000002 1.0000000180025095e-35 0.079660000000000022 -0.067839999999999998 -0.069955000000000003 -0.071799999999999989 0.0012600000000000003 -0.061684999999999997 0.11360500000000003 -0.063914999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 9 7 -7 8 -6 10 11 -4 13 -11 -14 -8
right_child=1 2 4 -5 5 6 15 -9 -10 12 -12 -13 14 -15 -16 -17
leaf_value=-0.0021754330758405483 -0.0016307953032413597 0.0027102698695659873 8.526693241007197e-05 -3.1816936529754729e-05 0.00075100229047827909 -0.0030405660645866665 0.00097588157474808631 0.0016647589326095017 -0.00057200370901996749 0.00040162636700159928 -0.003211591507015265 0.0027934793491643621 0.00065259846065500535 0.0052012502815616691 -0.0022346279974226114 -0.00045853902841164732
leaf_weight=52 51 48 2057 49 195 87 46 59 564 135 56 61 117 56 54 46
leaf_count=52 51 48 2057 49 195 87 46 59 564 135 56 61 117 56 54 46
internal_value=0 5.28736e-05 7.6754e-05 0.00131665 4.24803e-05 -0.000318813 -0.00134487 -9.32843e-05 -0.000231022 0.000184842 7.63326e-05 0.000163652 0.000834233 0.00181313 -0.00025437 0.000249773
internal_weight=0 3681 3630 97 3533 997 179 818 759 2536 2174 2118 362 191 171 92
internal_count=3733 3681 3630 97 3533 997 179 818 759 2536 2174 2118 362 191 171 92
is_linear=0
shrinkage=0.0995203


Tree=3374
num_leaves=11
num_cat=0
split_feature=24 27 11 26 3 3 18 3 29 0
split_gain=0.0208479 0.0147198 0.0125319 0.0166981 0.0281765 0.0426117 0.0301497 0.0226549 0.0235334 0.021196
threshold=-0.070599999999999996 -0.086859999999999993 -0.364875 0.11624000000000002 0.093535000000000021 0.09697500000000002 0.11061000000000003 0.14940500000000004 0.085625000000000021 0.12387500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 -5 -6 -7 8 9 -4
right_child=1 2 3 4 5 6 -8 -9 -10 -11
leaf_value=-0.0019589335789568512 -0.0012955924661923765 -0.0012308693629586827 0.00012473933340855062 0.0010161538883497439 -0.0036571135458508728 -0.0012552158477439235 0.0013491014988448269 0.0022563499572495005 -0.0020683243852982428 0.0015512778729960604
leaf_weight=52 79 71 2987 84 51 140 64 51 47 107
leaf_count=52 79 71 2987 84 51 140 64 51 47 107
internal_value=0 4.76337e-05 7.7321e-05 0.000103857 -0.000559661 -0.00108196 -0.000434162 0.000174582 0.00014052 0.000174338
internal_weight=0 3681 3602 3531 339 255 204 3192 3141 3094
internal_count=3733 3681 3602 3531 339 255 204 3192 3141 3094
is_linear=0
shrinkage=0.0995203


Tree=3375
num_leaves=18
num_cat=0
split_feature=4 4 8 4 1 4 18 18 18 4 18 3 17 18 17 5 6
split_gain=0.0160117 0.0312428 0.0267612 0.0380223 0.0226429 0.0176321 0.0142448 0.0478366 0.0406643 0.0444993 0.0364389 0.0322222 0.0461968 0.03047 0.0294297 0.0294264 0.0287875
threshold=0.11995000000000003 0.12631500000000004 -0.092299999999999993 0.13707500000000003 0.41291000000000005 0.11706000000000001 -0.025079999999999998 -0.031494999999999995 -0.019539999999999998 0.11374000000000002 -0.015440000000000001 0.086130000000000026 -0.14169499999999999 -0.013125 -0.087770000000000001 -0.040404999999999996 0.11690000000000002
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 -3 6 7 11 -8 10 -10 12 -1 -12 -14 -13 -17
right_child=1 2 3 -5 -6 -7 8 -9 9 -11 13 15 14 -15 -16 16 -18
leaf_value=-0.00091430631963080591 -0.0029309056847911141 -0.00067274195312387553 0.00041037507722946093 -0.0026601869466857816 0.0019306265069919007 0.0019776084430179158 -0.0028882800360200667 0.0033577738429211574 0.002658671567695131 -0.0030654390545241821 -0.0025126028661007047 -0.0019135281510784226 0.004275254863860203 2.808094590494458e-05 0.0013053402373348134 0.00027678082026533159 -0.0015519160322343076
leaf_weight=68 50 58 80 79 76 48 51 49 51 47 48 77 47 1783 116 911 94
leaf_count=68 50 58 80 79 76 48 51 49 51 47 48 77 47 1783 116 911 94
internal_value=0 -0.000630209 -0.000234804 -0.0011101 0.000797686 8.32575e-05 5.58046e-05 0.000303701 -0.000114304 -4.05399e-05 3.45673e-05 0.000189102 0.00125621 -3.80765e-05 0.00216672 -3.79617e-05 0.000104924
internal_weight=0 343 293 159 134 3390 3342 1362 1980 1929 1882 1313 231 1831 163 1082 1005
internal_count=3733 343 293 159 134 3390 3342 1362 1980 1929 1882 1313 231 1831 163 1082 1005
is_linear=0
shrinkage=0.0995203


Tree=3376
num_leaves=25
num_cat=0
split_feature=1 1 17 5 0 8 26 0 1 6 0 2 1 17 17 1 1 8 11 4 8 1 0 3
split_gain=0.0179977 0.0449037 0.0445201 0.0740637 0.0521352 0.0953823 0.124386 0.034492 0.08093 0.0978156 0.066081 0.0342446 0.0281508 0.0677063 0.0706453 0.0235471 0.0222547 0.105749 0.0195396 0.0280003 0.0337489 0.0152466 0.0130306 0.00983142
threshold=-0.07825 -0.079250000000000001 -0.0038549999999999999 -0.082635 -0.081674999999999984 -0.085089999999999985 0.08709500000000002 -0.086414999999999992 -0.087484999999999993 0.090195000000000011 -0.088174999999999989 -0.090394999999999989 -0.07002499999999999 0.0065250000000000013 0.061900000000000018 -0.066524999999999987 -0.050379999999999994 -0.067719999999999989 -0.15511999999999998 0.14699000000000004 -0.42187000000000002 -0.091259999999999994 -0.100285 0.10807500000000002
decision_type=2 2 2 2 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 -4 10 11 -10 22 -9 13 -2 -15 -14 17 -17 -18 20 -20 23 -5 -6
right_child=12 -3 4 7 21 -7 -8 8 9 -11 -12 -13 15 14 -16 16 18 -19 19 -21 -22 -23 -24 -25
leaf_value=-0.0034012796410991131 -0.0034170679280920301 0.0032915660494739767 -0.002832651334681701 -0.00058570351245705186 0.0014571579180284251 0.0061609469885579339 0.0034373084195248611 0.0009670539650137544 0.0059903325336490426 0.00046528293335310229 -0.0034858398830136042 -0.00063269927440107697 0.0022455882218634228 0.0030368217172881281 -0.0017351997144784289 -0.0049120756595930661 0.0017275415145921989 0.0012403355939192495 0.002336960312345399 -0.0023375746919875361 -4.1938621014169717e-06 -0.0014379709703583137 0.0017372440683026324 -0.00045955774456794948
leaf_weight=62 81 51 51 48 61 49 81 208 53 80 69 365 47 53 73 48 68 65 63 49 1886 53 47 46
leaf_count=62 81 51 51 48 61 49 81 208 53 80 69 365 47 53 73 48 68 65 63 49 1886 53 47 46
internal_value=0 0.00039449 0.000277782 -7.7387e-05 0.00125091 0.00240797 0.00100862 0.000158547 0.00046139 0.00267315 -0.00114016 -5.05574e-05 -6.12604e-05 -0.0011715 0.000265582 4.16152e-05 -5.54784e-06 -0.00136583 6.84569e-05 1.15818e-05 7.10623e-05 -5.29094e-05 0.000554927 0.000625499
internal_weight=0 1324 1273 932 341 181 132 870 706 133 164 573 2433 207 126 2226 2179 113 2066 1998 1949 160 95 107
internal_count=3757 1324 1273 932 341 181 132 870 706 133 164 573 2433 207 126 2226 2179 113 2066 1998 1949 160 95 107
is_linear=0
shrinkage=0.0995203


Tree=3377
num_leaves=29
num_cat=0
split_feature=1 1 17 9 3 5 2 0 26 17 5 5 6 9 9 1 3 6 6 20 1 26 1 9 2 19 5 5
split_gain=0.0145927 0.0364067 0.0360842 0.0685176 0.104142 0.0600567 0.0483026 0.0416626 0.0283393 0.0267074 0.0357843 0.0240887 0.0232782 0.0524853 0.0780435 0.0720926 0.037242 0.0359299 0.0220421 0.0218718 0.0194378 0.0563521 0.0362715 0.0130359 0.0257066 0.0127341 0.0550878 0.0402257
threshold=-0.07825 -0.079250000000000001 -0.0038549999999999999 0.083955000000000016 0.085195000000000007 -0.082635 -0.037414999999999997 -0.082494999999999999 0.11215000000000001 -0.0090649999999999984 -0.0089549999999999994 -0.010264999999999998 -0.0048649999999999995 0.08938500000000002 0.091615000000000016 -0.066524999999999987 0.094185000000000033 0.016740000000000005 -0.0076549999999999995 -0.068114999999999995 -0.066524999999999987 0.098705000000000029 -0.050379999999999994 -0.25326499999999996 0.31326500000000007 0.0069650000000000016 0.11286000000000003 0.41488500000000011
decision_type=2 2 2 2 2 2 2 2 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 -5 -1 -4 -6 9 10 -7 -9 18 15 -15 -14 -16 -17 23 -19 21 -18 -22 -2 25 27 -27 -25
right_child=12 -3 3 4 7 8 -8 11 -10 -11 -12 -13 13 14 16 17 20 19 -20 -21 22 -23 -24 24 -26 26 -28 -29
leaf_value=-0.0030627836223988771 -0.0015069078478243639 0.0029639886773462874 -0.0033365865899789042 0.0053706401900707676 0.0026414990493501618 -0.0011222704536688602 0.00088691419631673244 -0.002106607454113492 0.0020197081592093244 -0.0023567066066875844 0.00049588707427052417 0.0010252142723766783 -0.0049967622693401822 0.0033603195829012998 -0.0027797057249192491 -0.003042177886589201 0.0036146384261108023 -0.0011683850661975373 0.0020839654008222687 0.0016488378679891916 -0.0024090127469013302 -0.00087396998695353175 0.00060949854739784926 6.0975916778949132e-06 0.0020803658134590833 0 -0.0036343747643367745 0.0019948247268140166
leaf_weight=62 51 51 47 68 67 177 62 50 73 46 574 47 54 61 59 48 47 55 55 54 71 67 88 1206 63 296 48 110
leaf_count=62 51 51 47 68 67 177 62 50 73 46 574 47 54 61 59 48 47 55 55 54 71 67 88 1206 63 296 48 110
internal_value=0 0.00035523 0.000250073 0.00112618 0.00209421 -6.95979e-05 -0.000926719 0.000730702 0.000142769 -2.81196e-05 0.00011342 -0.000580688 -5.51303e-05 -0.000591039 8.67335e-05 -0.00185731 -0.000512273 -0.000772284 0.000121398 0.000219793 -1.9243e-05 0.000969416 -0.000733242 6.00903e-05 0.000106948 3.15599e-05 -0.000506962 0.000172951
internal_weight=0 1324 1273 341 232 932 109 164 870 797 751 97 2433 604 393 211 332 157 1829 109 273 114 159 1774 1723 1660 344 1316
internal_count=3757 1324 1273 341 232 932 109 164 870 797 751 97 2433 604 393 211 332 157 1829 109 273 114 159 1774 1723 1660 344 1316
is_linear=0
shrinkage=0.0995203


Tree=3378
num_leaves=25
num_cat=0
split_feature=1 1 17 5 26 5 26 0 1 1 1 26 1 17 17 1 1 8 17 20 3 17 3 11
split_gain=0.0118357 0.0295156 0.029276 0.0486957 0.0423497 0.10548 0.0751571 0.101908 0.0268905 0.0255059 0.0708895 0.0460075 0.0190058 0.0509614 0.0588339 0.0178278 0.0181928 0.10165 0.018079 0.041027 0.0479556 0.0184147 0.017746 0.0159166
threshold=-0.07825 -0.079250000000000001 -0.0038549999999999999 -0.082635 0.0054200000000000012 -0.0080599999999999995 0.087625000000000022 -0.082404999999999992 -0.081744999999999998 -0.085184999999999997 -0.087734999999999994 0.09167500000000002 -0.07002499999999999 0.0065250000000000013 0.061900000000000018 -0.06551499999999999 -0.050379999999999994 -0.065919999999999992 0.22924500000000006 -0.014534999999999999 0.09940000000000003 0.12576000000000004 0.092900000000000024 0.083750000000000033
decision_type=2 2 2 2 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 -4 6 -6 -8 9 10 -5 -11 13 -2 -15 -14 17 -17 21 22 -21 23 -20 -18
right_child=12 -3 4 8 5 -7 7 -9 -10 11 -12 -13 15 14 -16 16 18 -19 19 20 -22 -23 -24 -25
leaf_value=-0.0027579747051343717 -0.0029103492086062976 0.0026690120583266722 -0.00084578680578730467 -0.00013274992390361129 -0.0018089030065217687 0.0057691225000968006 0.0044111590916325483 -0.0013844305460176337 0.0024437639737359016 -0.0034816705719941813 0.0030626133209326152 0.00065496087110981287 0.0017723046813711361 0.002813526775735071 -0.0015409474150589412 -0.0045881079946627022 -6.1169752740375711e-05 0.0016654535526003243 -0.0017566685989400652 0.00020483248371431199 0.0040419490388161946 -0.00187736142962301 0.00043021544373318519 0.0018153611106710625
leaf_weight=62 81 51 89 640 76 50 77 49 47 54 77 52 57 53 73 49 1664 54 53 66 64 54 119 46
leaf_count=62 81 51 89 640 76 50 77 49 47 54 77 52 57 53 73 49 1664 54 53 66 64 54 119 46
internal_value=0 0.000319939 0.000225186 -6.26715e-05 0.00101434 0.00167454 0.000656972 0.00215082 0.000128467 -2.76104e-06 0.000209265 -0.00144466 -4.9608e-05 -0.000961887 0.0002842 3.48588e-05 -1.04228e-05 -0.00130159 5.35521e-05 0.00076528 0.00210017 -6.7833e-05 -0.000238891 -1.02112e-05
internal_weight=0 1324 1273 932 341 252 202 126 870 823 717 106 2433 207 126 2226 2169 103 2066 302 130 1764 172 1710
internal_count=3757 1324 1273 932 341 252 202 126 870 823 717 106 2433 207 126 2226 2169 103 2066 302 130 1764 172 1710
is_linear=0
shrinkage=0.0995203


Tree=3379
num_leaves=22
num_cat=0
split_feature=18 17 17 17 18 1 26 26 3 6 18 26 17 9 17 9 1 1 18 11 17
split_gain=0.0102002 0.0276473 0.0591726 0.029675 0.0320959 0.0326349 0.0269963 0.0916072 0.0276634 0.0256127 0.0207027 0.0535794 0.0210103 0.0216878 0.0682527 0.0569319 0.0325958 0.0381261 0.026354 0.0170049 0.0158672
threshold=-0.077164999999999997 0.021725000000000005 0.12439000000000001 -0.0050499999999999998 -0.087529999999999983 -0.029404999999999997 0.093245000000000022 0.090275000000000022 0.11816500000000002 -0.074569999999999984 -0.057764999999999997 0.094935000000000033 -0.54752499999999993 0.094010000000000024 -0.23769999999999999 0.09310000000000003 -0.078729999999999994 -0.076090000000000005 0.14607000000000003 -0.16409499999999999 -0.05543
decision_type=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 7 9 -8 -1 11 -2 -12 15 -15 18 -16 -18 19 -14 -20
right_child=10 2 -4 -5 5 -7 8 -9 -10 -11 12 -13 13 14 16 -17 17 -19 20 -21 -22
leaf_value=0.0014656598263360215 -0.0032413162640018991 0.0044251115335896549 0.00010005941303362488 -0.0021032860175779766 0.0038716759596289169 0.0004981138391367113 0.0026663473582858831 -0.0040721557095099821 -0.00027987742936080016 -0.00018908261656241625 0.0015356267133059519 0.00066167318916325905 0.0016349900738876245 -0.0041535418469802023 -0.0024077618633838657 0.00338779215925482 0.0027765224141928623 -0.00024504007217406189 0.00038129250121785469 -9.7742001653549395e-05 0.0029626582375280618
leaf_weight=116 67 49 88 55 46 76 71 56 56 458 89 72 58 48 60 52 46 409 49 1689 47
leaf_count=116 67 49 88 55 46 76 71 56 56 458 89 72 58 48 60 52 46 409 49 1689 47
internal_value=0 0.000332158 0.00165295 0.000137546 0.000278689 0.00177682 3.61641e-05 -0.000229562 0.00136078 0.000143899 -3.08642e-05 -0.00121373 3.33684e-05 -2.06928e-05 -0.000563332 0.000140092 -0.00022712 5.86377e-05 4.80143e-05 -3.97471e-05 0.00165361
internal_weight=0 1071 137 934 879 122 757 630 127 574 2686 139 2547 2458 563 1895 515 455 1843 1747 96
internal_count=3757 1071 137 934 879 122 757 630 127 574 2686 139 2547 2458 563 1895 515 455 1843 1747 96
is_linear=0
shrinkage=0.0995203


Tree=3380
num_leaves=13
num_cat=0
split_feature=2 17 26 18 9 28 27 27 27 10 6 6
split_gain=0.0521321 0.0168932 0.0299501 0.0392551 0.049675 0.0143222 0.0126553 0.0137115 0.0428287 0.0253783 0.0203096 0.0192994
threshold=0.50951500000000005 -0.53166999999999998 0.090845000000000023 -0.10872 0.084155000000000021 0.10217500000000003 -0.090764999999999998 0.076710000000000014 0.085775000000000032 1.0000000180025095e-35 -0.46637499999999998 -0.09007999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -3 9 -9 10 -8 -10
right_child=-2 5 -4 4 -6 -7 7 8 11 -11 -12 -13
leaf_value=-0.00049456945899947378 0.0031725720268222309 0.0015345816962480992 -0.00099482848103014335 -6.0879024141200599e-05 0.0040452949598026458 -0.0017260425185769402 -0.0020124598230579207 0.0027303363549324089 0.000694440450580117 -0.0018437532714247252 1.0707442151863218e-05 -0.00095449540367225391
leaf_weight=65 54 54 65 46 78 47 50 73 176 78 2834 117
leaf_count=65 54 54 65 46 78 47 50 73 176 78 2834 117
internal_value=0 5.72844e-05 0.000840417 0.00147592 0.00251544 -4.86666e-07 2.32515e-05 -1.0253e-06 0.000573389 -7.22792e-05 -2.40845e-05 3.31977e-05
internal_weight=0 3683 254 189 124 3429 3382 3328 366 2962 2884 293
internal_count=3737 3683 254 189 124 3429 3382 3328 366 2962 2884 293
is_linear=0
shrinkage=0.0995203


Tree=3381
num_leaves=17
num_cat=0
split_feature=2 17 8 26 17 5 26 2 2 3 17 2 4 3 2 20
split_gain=0.0422725 0.0136633 0.0274068 0.040129 0.078831 0.014454 0.030684 0.0282405 0.0373123 0.0356097 0.0181154 0.0153563 0.036995 0.0361829 0.0183511 0.0200723
threshold=0.50951500000000005 -0.53166999999999998 0.097995000000000013 0.090845000000000023 -0.56655999999999984 0.22078000000000006 0.095150000000000026 0.10003000000000002 -0.095204999999999998 0.12212000000000002 -0.239145 0.11995000000000003 0.10925500000000002 0.12015500000000003 0.097745000000000012 -0.014955
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 10 7 8 -7 -10 -3 14 -13 -14 15 -12
right_child=-2 5 -4 -5 -6 6 -8 -9 9 -11 11 12 13 -15 -16 -17
leaf_value=-0.00078242604126821825 0.0028568371666804096 0.0016634620931229684 -0.0014341797615165003 -0.00082013903821856764 0.0039991886398318471 0.00039276714363455664 0.0011526106674898048 0.00099450020874235017 -0.0033525768357867184 -7.4900384757465625e-05 -0.00033111973285686281 -0.0029219247028423349 0.0021494345506405488 -0.00096475725180342588 0.001654871103460665 0.00024593199857404877
leaf_weight=55 54 69 46 64 89 67 77 52 113 47 891 58 53 122 73 1807
leaf_count=55 54 69 46 64 89 67 77 52 113 47 891 58 53 122 73 1807
internal_value=0 5.15171e-05 0.000755816 0.00124408 0.00216719 -4.14475e-07 -0.000600966 -0.00108786 -0.00156849 -0.00239488 6.88916e-05 3.19928e-05 -0.000743571 -1.69238e-05 9.75017e-05 5.50603e-05
internal_weight=0 3683 254 208 144 3429 356 279 227 160 3073 3004 233 175 2771 2698
internal_count=3737 3683 254 208 144 3429 356 279 227 160 3073 3004 233 175 2771 2698
is_linear=0
shrinkage=0.0995203


Tree=3382
num_leaves=13
num_cat=0
split_feature=2 28 27 1 1 1 2 0 2 20 20 6
split_gain=0.0342765 0.0124679 0.0113955 0.0132786 0.0399423 0.0290962 0.0234088 0.0474028 0.0318729 0.0169788 0.0290981 0.0213913
threshold=0.50951500000000005 0.10217500000000003 -0.032854999999999995 -0.0084199999999999987 -0.0064949999999999999 -0.0098449999999999996 -0.082294999999999993 -0.068604999999999985 -0.081344999999999987 -0.10068000000000001 -0.011659999999999998 0.041585000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 9 7 -6 -8 11 -11 -4
right_child=-2 -3 3 4 6 -7 8 -9 -10 10 -12 -13
leaf_value=0.0012499625397141998 0.0025725242218225947 -0.0015634505082319382 -0.001836957996873076 -0.0024715952381959582 0.001350020820470594 0.0022169848617082503 -0.0026809474588691141 -0.0019769458575547394 -0.0001691103190073461 0.0011064170972393276 4.6462279548432109e-05 0.00035558011468952928
leaf_weight=79 54 47 94 73 227 68 53 52 920 303 1685 82
leaf_count=79 54 47 94 73 227 68 53 52 920 303 1685 82
internal_value=0 4.6368e-05 6.74021e-05 4.09076e-05 -0.000208364 0.000189251 -7.57484e-05 0.000727007 -0.000306773 0.000125155 0.000208427 -0.000810783
internal_weight=0 3683 3636 3557 1325 2232 1252 279 973 2164 1988 176
internal_count=3737 3683 3636 3557 1325 2232 1252 279 973 2164 1988 176
is_linear=0
shrinkage=0.0995203


Tree=3383
num_leaves=21
num_cat=0
split_feature=2 2 2 17 18 21 26 7 5 6 6 8 17 6 8 8 1 9 8 2
split_gain=0.0277929 0.0119223 0.0303498 0.0181892 0.0301311 0.0408995 0.0167013 0.0159296 0.0147104 0.019826 0.0668605 0.0471479 0.0445349 0.0348566 0.019547 0.0419075 0.014311 0.022025 0.0133952 0.0153531
threshold=0.50951500000000005 -0.065379999999999994 -0.057419999999999999 -0.53896499999999992 -0.022504999999999997 0.090585000000000013 -0.126245 0.07988000000000002 -0.11065499999999999 -0.090454999999999994 -0.086254999999999984 -0.088429999999999995 -0.012754999999999999 -0.070864999999999997 -0.069444999999999993 1.0000000180025095e-35 -0.0046399999999999992 0.088365000000000013 1.0000000180025095e-35 -0.0031199999999999999
decision_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 -4 18 14 11 -11 -10 -13 -12 16 -16 -5 -18 19 -8
right_child=-2 2 6 8 -6 -7 7 -9 9 10 13 12 -14 -15 15 -17 17 -19 -20 -21
leaf_value=-0.0012343134984586248 0.0023165060158195378 -0.002049034731164428 0.0014621501132952447 0.0016817930087304619 0.0029916266904550879 0.0023958110873975461 0.00038566815512166831 0.0016196135680686145 0.0018577660240259605 0.0030658522729306672 -0.0017520292446238698 -0.00036812106459129608 -0.0035445069036211941 8.6737874184170113e-05 0.0039853500535224073 0.00027079929010254947 -0.0015747666094384587 0.00065169581654345892 -0.0018455778319492828 -0.00049031239800755987
leaf_weight=75 54 84 65 46 58 52 304 46 49 72 109 113 72 1611 48 82 76 104 51 566
leaf_count=75 54 84 65 46 58 52 304 46 49 72 109 113 72 1611 48 82 76 104 51 566
internal_value=0 4.17313e-05 -0.000229531 0.000159981 0.00111094 0.000245591 -8.06384e-05 -0.000185189 8.57807e-05 -1.74966e-05 9.45898e-05 -0.000879366 -0.00160876 -2.93127e-05 0.000675833 0.00164862 0.00011264 -0.000283818 -0.00027622 -0.000183282
internal_weight=0 3683 1116 2567 185 127 1032 967 2382 2026 1792 234 185 1720 356 130 226 180 921 870
internal_count=3737 3683 1116 2567 185 127 1032 967 2382 2026 1792 234 185 1720 356 130 226 180 921 870
is_linear=0
shrinkage=0.0995203


Tree=3384
num_leaves=22
num_cat=0
split_feature=0 0 4 18 4 9 1 4 2 6 6 5 20 2 6 6 6 21 21 5 8
split_gain=0.018715 0.0604825 0.0355292 0.0214949 0.0259774 0.0281708 0.0177997 0.0125778 0.00905768 0.0382941 0.0535844 0.0668369 0.0147635 0.0124855 0.0250401 0.0478731 0.0268163 0.0142028 0.0367862 0.0174873 0.0126076
threshold=-0.0033699999999999997 -0.021574999999999997 0.12498500000000003 0.027500000000000007 0.10739000000000003 0.09550500000000002 -0.51744999999999985 0.085990000000000025 -0.098809999999999995 0.093835000000000016 -0.047249999999999993 -0.0083599999999999994 -0.0078249999999999986 -0.087129999999999999 0.089165000000000022 0.08463500000000003 -0.011039999999999999 -0.085914999999999991 -0.084574999999999997 -0.023589999999999996 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 3 4 5 7 -5 -2 9 10 12 -12 -1 14 15 16 -10 19 -19 -15 -20
right_child=2 -3 -4 6 -6 -7 -8 -9 13 -11 11 -13 -14 17 -16 -17 -18 18 20 -21 -22
leaf_value=-0.0013586098196301181 -0.00038866195100732047 0.0036608710694003271 -0.0027993708257968565 -3.9998318368135951e-05 0.0024230775146482967 -0.0021836602366143111 -0.0027133398921890487 0.0015845514041501522 -0.0011527007471293304 -0.0018812379117528319 0.00060394861725644971 0.0055166895295763818 0.00089460646930229987 0 0.00081085970649036527 -0.0037584482523773471 0.0015502382819031983 -0.0027504478302853973 0.00014722449329432431 0.0025917833267642709 -0.0007440040294938474
leaf_weight=64 64 47 62 49 47 51 51 63 120 50 65 48 52 54 91 53 52 46 2404 49 168
leaf_count=64 64 47 62 49 47 51 51 63 120 50 65 48 52 54 91 53 52 46 2404 49 168
internal_value=0 0.000115515 -0.000615164 -0.000195965 0.000340675 -0.000204575 -0.00141159 0.000583731 6.50172e-05 0.000607758 0.00115478 0.00269802 -0.00034149 1.48876e-05 -0.000576907 -0.00114182 -0.000330773 8.39159e-05 3.84939e-05 0.00123048 8.86922e-05
internal_weight=0 3363 387 325 225 178 100 127 3316 279 229 113 116 3037 316 225 172 2721 2618 103 2572
internal_count=3750 3363 387 325 225 178 100 127 3316 279 229 113 116 3037 316 225 172 2721 2618 103 2572
is_linear=0
shrinkage=0.0995203


Tree=3385
num_leaves=10
num_cat=0
split_feature=28 12 10 17 3 6 7 7 3
split_gain=0.0370827 0.015175 0.0129908 0.0163398 0.022379 0.0487316 0.0144562 0.0141348 0.0086317
threshold=0.080375000000000016 0.098385000000000028 0.09056500000000002 -0.54604999999999992 0.10457000000000002 -0.0072949999999999994 -0.10984999999999999 0.099030000000000021 0.097880000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5 8 -8
right_child=-2 -3 -4 6 -6 -7 7 -9 -10
leaf_value=-0.0021212204642227879 0.0021692569910352882 -0.001749585777497509 0.0014078451399109392 -0.0014804814719989409 -0.0020962547818712722 0.0024342796505850937 -2.5490909752237738e-05 -0.0016662126941854275 0.0003158021157891032
leaf_weight=47 79 49 65 61 86 46 2163 46 1108
leaf_count=47 79 49 65 61 86 46 2163 46 1108
internal_value=0 -9.81719e-06 1.34932e-05 -1.17569e-05 -0.000938539 0.000123235 3.71109e-05 6.52664e-05 8.98665e-05
internal_weight=0 3671 3622 3557 179 93 3378 3317 3271
internal_count=3750 3671 3622 3557 179 93 3378 3317 3271
is_linear=0
shrinkage=0.0995203


Tree=3386
num_leaves=16
num_cat=0
split_feature=28 0 4 18 18 18 18 38 6 3 4 4 6 6 2
split_gain=0.0300709 0.0139997 0.0390819 0.0255846 0.0363947 0.0213229 0.020423 0.0168243 0.0153492 0.0170534 0.0280106 0.0361752 0.0249454 0.0193224 0.0108326
threshold=0.080375000000000016 -0.0033699999999999997 0.12061000000000001 0.027500000000000007 -0.027300000000000001 0.10189500000000003 -0.14343999999999998 -0.072014999999999996 -0.46637499999999998 0.14940500000000004 0.11905500000000004 0.10868000000000001 -0.063485 -0.074569999999999984 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 6 -5 -3 -1 14 10 11 -10 -11 -12 -9
right_child=-2 2 -4 5 -6 -7 -8 8 9 12 13 -13 -14 -15 -16
leaf_value=0.0016937836847874391 0.0019533720650356441 0.0011064667708939047 -0.0028052551008225526 -0.0030139842662022572 0.0021012907921997004 -1.3566612864228161e-05 -0.0015074717023684648 -2.6283069535898827e-05 1.5047663516687569e-05 0.0027753617468420392 -0.0028627504686777432 0.002010171250729251 -0.00028261157796738152 -0.00015558463717087992 -0.0021057579898474811
leaf_weight=61 79 46 65 46 84 49 82 46 2832 55 55 93 50 51 56
leaf_count=61 79 46 65 46 84 49 82 46 2832 55 55 93 50 51 56
internal_value=0 -8.88459e-06 -0.000587837 -0.000115684 0.000489591 -0.00147502 -0.000561692 5.61507e-05 2.50469e-05 6.4372e-05 2.09027e-05 7.87623e-05 0.00131139 -0.00156797 -0.00117598
internal_weight=0 3671 372 307 212 95 128 3299 3238 3136 3031 2925 105 106 102
internal_count=3750 3671 372 307 212 95 128 3299 3238 3136 3031 2925 105 106 102
is_linear=0
shrinkage=0.0995203


Tree=3387
num_leaves=15
num_cat=0
split_feature=28 26 3 18 2 26 3 5 10 26 17 5 26 3
split_gain=0.0243851 0.0120696 0.0244297 0.0308854 0.0271626 0.0226101 0.0219946 0.0390016 0.0191056 0.0120967 0.034142 0.0648494 0.0175674 0.0166837
threshold=0.080375000000000016 -0.084904999999999994 0.098755000000000023 -0.037059999999999989 -0.089054999999999995 -0.081709999999999991 0.10749000000000002 -0.27157999999999999 0.090150000000000022 -0.025024999999999999 -0.082354999999999998 -0.41397 -0.0016799999999999999 0.10726500000000001
decision_type=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 -7 -12 -11 -14
right_child=-2 5 6 4 -6 8 7 -9 -10 12 11 -13 13 -15
leaf_value=0.00022409228216646506 0.0017589720147194769 0.0019686566333753574 0.002024473466429727 -0.00060492362489115471 -0.003527449887407213 -0.0028925410592894481 0.0017512011047123911 -0.001785197191626501 -0.001837346379614161 0.0016028376873902222 -0.0025425683384987089 0.0019920938638608634 -6.6680105361918333e-05 0.00050921787298037393
leaf_weight=84 79 60 53 58 71 52 51 78 54 75 53 76 2268 638
leaf_count=84 79 60 53 58 71 52 51 78 54 75 53 76 2268 638
internal_value=0 -8.04478e-06 -0.000527922 -0.00125216 -0.00221979 5.4389e-05 0.000315182 -0.00038074 1.84204e-05 5.03718e-05 -0.000739057 0.000122669 9.85788e-05 5.94742e-05
internal_weight=0 3671 395 213 129 3276 182 129 3216 3162 181 129 2981 2906
internal_count=3750 3671 395 213 129 3276 182 129 3216 3162 181 129 2981 2906
is_linear=0
shrinkage=0.0995203


Tree=3388
num_leaves=18
num_cat=0
split_feature=21 26 3 18 18 26 19 5 5 2 2 26 18 3 17 18 0
split_gain=0.0307921 0.0188984 0.0362814 0.061714 0.0227729 0.032246 0.0235641 0.0343941 0.0526294 0.022596 0.0299967 0.0446328 0.0380125 0.0271684 0.0189536 0.141154 0.0342778
threshold=-0.096850000000000006 0.097125000000000031 0.089305000000000009 0.087810000000000013 0.26473000000000008 0.096155000000000018 1.0000000180025095e-35 0.11083500000000003 0.0063000000000000009 -0.082084999999999991 -0.076524999999999996 0.11861500000000001 -0.093130000000000004 0.097095000000000029 0.048755000000000014 -0.082304999999999989 0.12512500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 14 8 -8 -4 11 -11 -12 -14 16 -16 -2
right_child=1 2 9 -5 -6 -7 7 -9 -10 10 12 -13 13 -15 15 -17 -18
leaf_value=-0.0019872678949954654 0.0001104442830540615 -0.0048669443098169809 0.0012735017470639242 0.00019034754406005387 -0.0019362008178048971 0.0025779264539220375 0.00091637693273252132 0.0028496970008455086 -0.0022635116170569461 -0.0039944613444628891 -0.0024643517144151846 3.6999775798192129e-05 0.002452575841967195 -6.0916602884607604e-05 -0.0050801000899315021 3.544232084383291e-05 -0.0023643308098536295
leaf_weight=85 2001 48 82 47 57 50 282 64 63 54 56 54 51 255 62 384 57
leaf_count=85 2001 48 82 47 57 50 282 64 63 54 56 54 51 255 62 384 57
internal_value=0 -7.06724e-05 -0.000558857 -0.0023563 3.36444e-05 7.18151e-05 2.85181e-05 0.00072909 0.000333329 -0.000248031 -0.000515232 -0.00197115 -7.86079e-05 0.000355324 -8.55854e-05 -0.000673852 4.15031e-05
internal_weight=0 3667 647 95 3020 2963 2913 409 345 552 470 108 362 306 2504 446 2058
internal_count=3752 3667 647 95 3020 2963 2913 409 345 552 470 108 362 306 2504 446 2058
is_linear=0
shrinkage=0.0995203


Tree=3389
num_leaves=24
num_cat=0
split_feature=21 26 9 2 26 26 0 9 26 4 2 2 17 26 26 20 5 2 26 5 5 2 9
split_gain=0.0249678 0.0154932 0.0381059 0.0503254 0.034692 0.0423595 0.0900994 0.0493791 0.0180606 0.044382 0.0304864 0.0637169 0.0558496 0.0512393 0.0239211 0.0211651 0.0441485 0.0932852 0.0479481 0.0319815 0.107966 0.0588414 0.00614936
threshold=-0.096850000000000006 0.10439000000000002 0.091690000000000021 -0.077354999999999993 0.11215000000000001 0.12086000000000002 -0.071799999999999989 0.11296000000000002 0.086365000000000011 0.079225000000000018 -0.087359999999999993 -0.085944999999999994 -0.089699999999999988 0.08709500000000002 0.086095000000000019 -0.069434999999999983 -0.093384999999999982 0.0021050000000000005 0.082850000000000021 -0.0087549999999999989 -0.0038499999999999997 -0.084869999999999987 0.087515000000000023
decision_type=2 2 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 -4 6 -6 -7 14 10 12 -12 22 -13 15 16 17 -2 -18 21 -21 -17 -10
right_child=1 2 4 -5 5 7 -8 -9 9 -11 11 13 -14 -15 -16 19 18 -19 -20 20 -22 -23 -24
leaf_value=-0.0017894945374913151 -0.00027903289590800715 -0.0043989745604519036 0.0024732525705929704 -0.00045120243147851442 -0.0043926772186513394 0.0025456171396341502 0.00047632150737745904 -0.0008956320773610679 -0.0004032070502442249 -0.002527269649318624 -0.0025179575714106756 0.0030290115817763756 0.0046186831911461407 0.00026671110515749918 -0.002299372329276482 0.0022302550284509677 0.00058483283676881437 -0.0053311012036202868 -0.0015561861604166255 -0.0040987416170839052 9.0971125103057735e-05 6.8734255719459886e-05 0.0011981321870676892
leaf_weight=85 107 53 47 82 66 76 87 90 46 52 76 72 47 890 51 162 325 55 152 70 467 546 48
leaf_count=85 107 53 47 82 66 76 87 90 46 52 76 72 47 890 51 162 325 55 152 70 467 546 48
internal_value=0 -6.35947e-05 -0.000577881 -0.00200713 -4.84606e-05 -0.000422565 -0.00161868 0.000674948 1.75294e-05 0.000315776 0.000441863 0.000254429 0.00181589 0.000474304 -0.000171785 -0.000113756 -0.000579586 -0.0019993 -9.57045e-05 0.000124675 -0.00045365 0.000564476 0.000405789
internal_weight=0 3667 501 135 366 319 153 166 3166 1231 1179 1038 141 962 1935 1884 639 162 477 1245 537 708 94
internal_count=3752 3667 501 135 366 319 153 166 3166 1231 1179 1038 141 962 1935 1884 639 162 477 1245 537 708 94
is_linear=0
shrinkage=0.0995203


Tree=3390
num_leaves=17
num_cat=0
split_feature=6 9 9 9 26 9 8 8 0 0 17 6 6 9 6 0
split_gain=0.0182926 0.0114007 0.0371506 0.0242065 0.0276695 0.0352905 0.079059 0.0331603 0.0302255 0.0404341 0.0286561 0.0232369 0.0354741 0.0476853 0.0459001 0.0289533
threshold=0.23663500000000004 0.085765000000000022 0.086070000000000021 0.086345000000000019 0.098495000000000013 0.097365000000000021 -0.052214999999999998 -0.062834999999999988 -0.088594999999999993 -0.082494999999999999 0.0021900000000000005 0.096575000000000022 0.08866000000000003 0.085335000000000022 0.087575000000000028 -0.087724999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 -4 8 6 -6 -7 10 -10 -5 12 13 14 15 -1
right_child=-2 2 3 4 5 7 -8 -9 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00021764327407667366 -0.0019468548964744793 0.0027166720147309698 -0.0020366791081729901 -0.0011621570711585012 -0.0026242636069389222 0.0013790470295806836 0.0017066260865172603 -0.00079068191309619143 0.0016288229564059458 0.00021542584649050504 0.00068672228414138258 0.0014141081764097595 -0.0026036987248230334 -0.0026746227695775291 0.0026763791220831201 -0.00069359446625735528
leaf_weight=702 52 52 55 228 162 126 56 156 267 812 130 78 66 76 56 678
leaf_count=702 52 52 55 228 162 126 56 156 267 812 130 78 66 76 56 678
internal_value=0 -6.64125e-05 9.05312e-05 2.15663e-05 8.04317e-05 -0.000556655 -0.00150799 0.000175869 0.000302674 0.000565932 -0.00048849 -0.000260622 -0.000343923 -0.00024474 -0.000115569 -0.000229459
internal_weight=0 3700 2044 1992 1937 500 218 282 1437 1079 358 1656 1578 1512 1436 1380
internal_count=3752 3700 2044 1992 1937 500 218 282 1437 1079 358 1656 1578 1512 1436 1380
is_linear=0
shrinkage=0.0995203


Tree=3391
num_leaves=16
num_cat=0
split_feature=21 28 26 26 0 17 0 18 8 2 17 18 20 0 26
split_gain=0.019787 0.0146551 0.01265 0.0290357 0.0377864 0.0935942 0.0758953 0.0694718 0.0298573 0.0257606 0.0118974 0.087593 0.0316001 0.0213538 0.0187844
threshold=-0.096850000000000006 0.10217500000000003 0.15222000000000005 0.10439000000000002 -0.071799999999999989 -1.0000000180025095e-35 -0.061654999999999995 0.090025000000000022 -0.070134999999999989 -0.060455000000000002 0.048755000000000014 -0.082304999999999989 -0.014534999999999999 0.12512500000000001 0.096980000000000025
decision_type=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 -7 -4 13 -12 -13 14 -2
right_child=1 -3 9 4 6 8 -8 -9 -10 -11 11 12 -14 -15 -16
leaf_value=-0.0015848496109814546 0.00013860390482930778 -0.0017946975819073808 -0.00070262554662992938 -0.0052121163493552046 0.0042308324806326269 0.0010339602231427757 -0.0023830712439071055 -0.00086182953468618546 -0.0020364791387852605 0.0023872112254390925 -0.0034658344971132621 -0.00099013876228384347 0.00052313950458216906 -0.0016064571878908784 0.0016217884124412663
leaf_weight=85 2271 47 47 58 56 68 71 50 58 61 78 196 451 67 88
leaf_count=85 2271 47 47 58 56 68 71 50 58 61 78 196 451 67 88
internal_value=0 -4.83982e-05 -2.54991e-05 -5.83438e-05 -0.000903853 -0.00190277 0.000129943 0.00182091 -0.00037292 0.00103498 3.82637e-05 -0.000315126 6.34468e-05 0.00014421 0.00019428
internal_weight=0 3667 3620 3512 361 184 177 106 126 108 3151 725 647 2426 2359
internal_count=3752 3667 3620 3512 361 184 177 106 126 108 3151 725 647 2426 2359
is_linear=0
shrinkage=0.0995203


Tree=3392
num_leaves=33
num_cat=0
split_feature=6 19 18 2 6 17 17 6 2 2 2 17 8 26 17 8 17 17 8 2 18 20 20 6 6 26 18 2 17 20 20 2
split_gain=0.0337718 0.0337663 0.0263023 0.0439788 0.0320086 0.0315073 0.0717063 0.0453727 0.0391428 0.092075 0.0482577 0.025909 0.107694 0.13098 0.0445916 0.0989641 0.0518291 0.0244022 0.0225774 0.0252963 0.0711148 0.0461342 0.0187426 0.0156509 0.0607682 0.0363101 0.0394014 0.0257109 0.0322812 0.0185853 0.018098 0.01457
threshold=-0.0065449999999999996 0.097510000000000027 0.11835500000000003 -0.076034999999999991 0.091025000000000023 0.0065250000000000013 0.056905000000000011 0.099330000000000016 -0.080165 -0.083589999999999984 -0.075609999999999997 0.0031350000000000006 -0.085165000000000005 0.088015000000000024 -0.0064000000000000003 -0.085089999999999985 -0.011809999999999999 0.077740000000000017 -0.409445 0.08666500000000002 0.089365000000000014 -0.009049999999999999 0.097980000000000025 -0.040424999999999996 -0.047974999999999997 0.083970000000000031 -0.085834999999999995 -0.085944999999999994 -0.016659999999999998 -0.097019999999999995 1.0000000180025095e-35 0.41061500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 4 -4 11 8 -7 -8 9 -6 -10 14 17 -14 16 -16 -2 -13 31 23 21 -21 -23 24 29 26 -25 -27 -29 -20 -31 -1
right_child=1 -3 3 -5 5 6 7 -9 10 -11 -12 12 13 -15 15 -17 -18 -19 19 20 -22 22 -24 25 -26 27 -28 28 -30 30 -32 -33
leaf_value=-0.0024239579045521303 -0.00016552071293654281 -0.0023095077089479938 -0.0034552838710217217 0 0.00040562233319833011 0.0048349359707037069 0.0025603867490940095 -0.00039742016967117912 0.0037175247581493678 -0.0042313352882884982 -0.00023747564921280649 -0.00069769451915292682 -0.0075818387040914583 -0.00049668809180756655 -0.00059751212934519582 0.0047218370088112508 -0.0025888807272576885 0.002372496601871517 -0.0012396946680883296 -0.0017688567199090411 0.0043669098921459183 0.0030706990192627928 0.0002386412361317368 0.00021575949018733795 -0.0033168156162971881 -0.0018936436547880061 0.0040379603539680278 0.0028410450271227476 -0.00044628899776543492 0.00053325952674906246 -0.000452180511255129 -6.9339314092885091e-05
leaf_weight=47 584 80 64 84 129 46 75 162 46 63 90 50 47 58 93 55 103 52 80 64 58 48 46 49 50 50 60 47 79 890 232 60
leaf_count=47 584 80 64 84 129 46 75 162 46 63 90 50 47 58 93 55 103 52 80 64 58 48 46 49 50 50 60 47 79 890 232 60
internal_value=0 -0.00030779 -0.00021842 -0.00148987 -0.000104086 0.000467167 0.00123694 0.000535141 -0.000194503 -0.00111162 0.00109423 -0.000439839 -0.00143714 -0.00367593 -0.000191623 0.00137374 -0.00053004 0.000859476 0.000290237 0.000376249 0.00138548 0.00028585 0.00169351 0.000233885 8.16475e-05 0.00089979 0.00232723 1.10959e-05 0.000773442 0.000223696 0.000328767 -0.00111126
internal_weight=0 1881 1801 148 1653 611 283 237 328 192 136 1042 207 105 835 148 687 102 1860 1753 216 158 94 1537 1252 285 109 176 126 1202 1122 107
internal_count=3741 1881 1801 148 1653 611 283 237 328 192 136 1042 207 105 835 148 687 102 1860 1753 216 158 94 1537 1252 285 109 176 126 1202 1122 107
is_linear=0
shrinkage=0.0995203


Tree=3393
num_leaves=20
num_cat=0
split_feature=1 20 1 1 26 21 9 26 26 26 21 5 5 5 2 9 4 4 20
split_gain=0.0335232 0.0394434 0.0318191 0.0283412 0.0224889 0.0269004 0.0421557 0.0756534 0.0245815 0.0331526 0.0226672 0.0211141 0.068575 0.061616 0.0346964 0.0196743 0.0331965 0.0218063 0.0136701
threshold=-0.084204999999999988 -0.40431 -0.085574999999999998 -0.082635 0.11215000000000001 0.098250000000000018 0.094010000000000024 0.11861500000000001 0.10304500000000003 0.098495000000000013 0.10940500000000002 -0.0087549999999999989 -0.0054650000000000002 -0.012464999999999999 -0.086934999999999998 0.098465000000000011 0.10606500000000003 0.085720000000000018 -0.058504999999999995
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 11 -3 8 6 -6 -8 9 10 -5 13 -13 14 -1 16 17 -14 -7
right_child=1 3 -4 4 5 18 7 -9 -10 -11 -12 12 15 -15 -16 -17 -18 -19 -20
leaf_value=0.0010564285633150447 -0.002661865650645153 0.0021369047289384706 -0.002594737515668773 0.00041762396567982511 0.00069492083854540468 0.0020366205502284733 -0.0052630159207845131 -0.00066736697980541147 0.0021691988183659807 -0.0020122129963749641 -0.0004906526816275908 -0.0042650864548916517 -0.00066767604034964959 0.0036800822886955764 -0.0017289467515206195 0.0012770829367491226 -0.002373262099360068 0.00081537785770791277 -0.00033872599248899817
leaf_weight=86 48 74 68 1860 86 48 50 124 66 64 318 48 327 47 91 65 84 140 47
leaf_count=86 48 74 68 1860 86 48 50 124 66 64 318 48 327 47 91 65 84 140 47
internal_value=0 0.000165012 -0.000517997 0.000214888 0.000161171 -0.000575503 -0.00110054 -0.00199266 0.000274835 0.000218704 0.000284635 -0.000358045 -0.000640429 0.000475369 -0.000370976 -0.000356659 -0.000550873 -0.000221324 0.000852832
internal_weight=0 2785 956 2737 2663 355 260 174 2308 2242 2178 888 664 224 177 616 551 467 95
internal_count=3741 2785 956 2737 2663 355 260 174 2308 2242 2178 888 664 224 177 616 551 467 95
is_linear=0
shrinkage=0.0995203


Tree=3394
num_leaves=35
num_cat=0
split_feature=1 0 9 17 20 0 1 26 17 17 1 6 6 26 1 6 26 26 6 0 21 6 18 0 0 4 0 0 0 17 6 6 0 9
split_gain=0.0271777 0.0383793 0.0676598 0.0776112 0.0319849 0.0300581 0.0657625 0.0406154 0.0297066 0.0633889 0.0608268 0.0259816 0.0788581 0.0322926 0.0255787 0.0708743 0.0246361 0.0243245 0.0767916 0.0207231 0.0711197 0.0626848 0.0196258 0.0370559 0.0333518 0.0264012 0.018821 0.0570452 0.049973 0.017162 0.0167809 0.0775239 0.0313025 0.0140125
threshold=-0.084204999999999988 -0.080974999999999991 0.085355000000000028 -0.059294999999999994 -0.40431 -0.076439999999999994 -0.079434999999999992 0.11991000000000003 -0.00265 -0.011809999999999999 -0.089819999999999997 0.086275000000000032 0.090600000000000028 0.088325000000000028 -0.078509999999999983 0.091495000000000007 0.085570000000000021 0.089795000000000028 0.085955000000000018 -0.20796499999999998 -0.026109999999999998 -0.097455 -0.0047450000000000001 0.042275000000000014 0.047575000000000013 0.10373000000000003 -0.057604999999999996 -0.051394999999999996 -0.064494999999999983 -1.0000000180025095e-35 0.10449000000000003 0.093595000000000025 -0.082224999999999993 0.084535000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 14 -7 26 9 10 16 22 -13 -14 15 17 -1 18 -6 20 -16 -22 24 -24 -3 -26 28 -28 -8 -9 31 -21 -32 -25
right_child=4 11 3 -5 5 6 7 29 -10 -11 -12 12 13 -15 19 -17 -18 -19 -20 30 21 -23 23 33 25 -27 27 -29 -30 -31 32 -33 -34 -35
leaf_value=0.00015645207682558285 -0.0023969561074738649 -0.0029502683787068639 -0.0011277284523091629 -0.0062375777008162273 -0.0012141799704395956 -0.0039060435787248967 9.6771365329049211e-05 -0.00055304483687900277 0.0019418504738705025 -0.0040838165612601647 0.0029438297582704588 0.0040127284502437452 0.0013458763345854173 -0.0016093706596756335 -0.0017668246408300912 0.0044484060783287005 -0.0028455533152719091 -0.00078713925875339638 0.0035725928205301502 0.00018487335873159586 0.00069299713105360362 0.0054363961628193591 0.0024704995955575882 0.00037865780760455226 0.0010198239399864463 -0.0019295430873302946 -0.003410501414189237 0.00033354498353016016 0.0030678379992508274 -0.0030863618722751008 0.0030510580355874828 -0.0036945642457809074 -9.9019566163199407e-05 -0.0016962708578900716
leaf_weight=58 48 67 75 49 62 48 285 52 47 46 51 59 66 82 51 56 50 89 71 1361 66 48 54 65 73 51 51 191 70 56 54 53 73 63
leaf_count=58 48 67 75 49 62 48 285 52 47 46 51 59 66 82 51 56 50 89 71 1361 66 48 54 65 73 51 51 191 70 56 54 53 73 63
internal_value=0 -0.000466445 -0.00124968 -0.00315355 0.000148532 0.000193472 -0.000341282 -9.74129e-05 -0.000309601 -0.000829781 0.00010649 3.98924e-05 0.000935317 -0.000285959 0.000396843 0.00128278 -0.00122579 0.000480551 0.00133501 0.000251997 0.00131259 0.0026974 -0.000454837 0.00028107 -0.00116035 -0.000186621 0.000222644 -0.000452107 0.000684922 -0.0018742 0.000137904 3.8884e-05 0.00123394 -0.000636201
internal_weight=0 956 376 124 2785 2737 753 705 252 205 159 580 207 148 1984 278 108 222 133 1706 165 114 373 182 191 124 597 242 355 108 1541 1414 127 128
internal_count=3741 956 376 124 2785 2737 753 705 252 205 159 580 207 148 1984 278 108 222 133 1706 165 114 373 182 191 124 597 242 355 108 1541 1414 127 128
is_linear=0
shrinkage=0.0995203


Tree=3395
num_leaves=29
num_cat=0
split_feature=1 0 2 0 2 8 5 20 5 18 0 9 9 9 9 8 0 1 9 9 0 8 1 6 1 2 6 0
split_gain=0.0220261 0.0311273 0.107887 0.0434688 0.0283234 0.081781 0.030424 0.0259369 0.0256421 0.0312468 0.0340773 0.0620343 0.0329137 0.029226 0.0644147 0.0266738 0.0243759 0.053323 0.0300902 0.0530282 0.0424521 0.0290182 0.021445 0.0215392 0.0626454 0.0443116 0.0343697 0.0302507
threshold=-0.084204999999999988 -0.080974999999999991 -0.083589999999999984 -0.082284999999999983 -0.086050000000000001 -0.085764999999999994 -0.013125 -0.40431 0.066815000000000027 -0.10082999999999999 0.12433000000000002 0.08758500000000001 0.083760000000000015 0.09055500000000001 0.086315000000000017 -0.076554999999999998 -0.076439999999999994 -0.079434999999999992 0.11296000000000002 0.10679000000000001 -0.060944999999999999 -0.073644999999999988 -0.082635 0.091025000000000023 -0.078509999999999983 -0.073884999999999992 0.089090000000000016 -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 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -2 13 12 11 -11 -10 14 15 -3 22 -18 19 21 -20 -19 -9 26 -25 -26 27 -24
right_child=7 8 -4 -5 -6 -7 -8 16 9 10 -12 -13 -14 -15 -16 -17 17 18 20 -21 -22 -23 23 24 25 -27 -28 -29
leaf_value=0.00063896826313161617 -0.0021584106338237113 -0.0014851223344763654 -0.0051146074666386255 -0.0029840119927351054 -0.0014219009366581371 0.003015758991075279 -0.0028959021958220466 0.0020701938861481346 -0.00086095711389088455 -0.00042485531912776195 0.00049659139486533986 -0.0048620986311784641 0.00225671467102477 -0.0012283824732504237 0.0037578002446748662 0.001412280561017114 -0.003517313389096327 -0.00093756867331380364 -0.0038518939605710093 0.0032140807444386915 -5.4615437964722267e-05 0.00055340283054908105 1.6015915637308631e-05 0.0044272136683191667 -0.00075803256120944844 0.0021709308464113253 -0.0020452273350958965 0.001047249812084701
leaf_weight=46 48 61 57 54 82 87 50 70 70 75 65 54 64 55 71 65 48 227 47 53 78 300 1220 47 128 85 67 367
leaf_count=46 48 61 57 54 82 87 50 70 70 75 65 54 64 55 71 65 48 227 47 53 78 300 1220 47 128 85 67 367
internal_value=0 -0.000419939 -0.00112531 -0.000409919 0.000111524 0.000803106 -0.00119358 0.000133691 3.59224e-05 -0.000542611 -0.00135123 -0.00228865 0.000621971 0.000792183 0.00136046 3.07257e-06 0.000174188 -0.000307317 -8.76029e-05 0.000212999 -0.00148894 -8.72649e-05 0.000357349 0.000294278 0.00113685 0.00040696 0.000161336 0.000255009
internal_weight=0 956 376 319 265 183 96 2785 580 328 194 129 134 252 197 126 2737 753 705 580 125 527 1984 1914 260 213 1654 1587
internal_count=3741 956 376 319 265 183 96 2785 580 328 194 129 134 252 197 126 2737 753 705 580 125 527 1984 1914 260 213 1654 1587
is_linear=0
shrinkage=0.0995203


Tree=3396
num_leaves=10
num_cat=0
split_feature=17 29 20 0 26 26 36 9 7
split_gain=0.0308839 0.0206914 0.0111235 0.0123839 0.0130914 0.036902 0.014678 0.0181083 0.012354
threshold=-0.5696199999999999 -0.096654999999999991 -0.41270499999999993 -0.23998999999999998 0.0054200000000000012 0.080935000000000021 0.089535000000000017 -0.16268999999999997 0.051600000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 -5 -7
right_child=1 2 3 4 5 8 -8 -9 -10
leaf_value=0.0021237887088631185 -0.0017196948181311571 0.0014231455909239565 0.0011631008185134576 -0.0023003684058715596 0.0027131289975294449 -8.7719293692033158e-06 0.0013449844722126674 -0.00037837006211953477 -0.0014687238444420153
leaf_weight=62 78 48 75 51 49 2175 46 1108 59
leaf_count=62 78 48 75 51 49 2175 46 1108 59
internal_value=0 -0.000115496 -8.0618e-05 -0.000101106 -0.000128524 1.12013e-05 -0.000393928 -0.000463651 -4.76958e-05
internal_weight=0 3689 3611 3563 3488 2283 1205 1159 2234
internal_count=3751 3689 3611 3563 3488 2283 1205 1159 2234
is_linear=0
shrinkage=0.0995203


Tree=3397
num_leaves=23
num_cat=0
split_feature=17 0 5 0 8 17 9 0 21 17 2 0 8 26 5 5 26 1 0 8 26 26
split_gain=0.0250438 0.0151136 0.032266 0.0311993 0.027936 0.0420283 0.0417749 0.0364862 0.0580848 0.0362491 0.0261487 0.0213738 0.0416923 0.0184303 0.0500545 0.0403014 0.0336707 0.0309909 0.0252917 0.0500071 0.0193502 0.0254082
threshold=-0.5696199999999999 -0.071029999999999996 -0.41397 -0.069569999999999993 -0.073644999999999988 -0.049834999999999997 0.10407500000000001 0.061855000000000014 0.089350000000000027 -0.46515999999999996 -0.063234999999999986 -0.073464999999999989 -0.072559999999999999 0.099855000000000013 -0.0044999999999999997 -0.075744999999999993 0.11790500000000002 0.00095500000000000023 -0.077624999999999986 -0.077074999999999991 0.095950000000000021 0.091485000000000025
decision_type=2 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 7 9 -7 8 -5 -6 -3 13 -13 18 15 17 -17 -15 20 -20 21 -2
right_child=1 2 3 4 5 6 -8 -9 -10 -11 -12 12 -14 14 -16 16 -18 -19 19 -21 -22 -23
leaf_value=0.0019124287378451536 6.237801878432158e-06 -0.00050324187475428309 -0.002348970301859407 -0.0038213396343475367 0.00084337333264975184 0.0026323206840848574 -0.00025814695493530347 0.001214473469410046 9.7111022264309868e-07 -0.0011847474825375185 -0.0038641612434908781 0.0035274676449368577 -0.00043645248986077894 0.0030192690614245913 0.0035691992025457231 -0.0032259723545495335 0.00047392683887366801 3.0053694250962777e-05 -0.0032388544044350321 0.00030133144252682069 0.0018487946539278116 -0.0012612556633787709
leaf_weight=62 1978 46 65 75 147 119 84 52 82 214 47 49 56 55 50 51 46 93 74 84 52 170
leaf_count=62 1978 46 65 75 147 119 84 52 82 214 47 49 56 55 50 51 46 93 74 84 52 170
internal_value=0 -0.000104002 -0.000450734 -0.000254452 -7.72694e-05 0.000285786 0.00143223 -0.00106091 -0.00181976 -0.000356625 -0.00221057 1.27449e-05 0.00140558 -4.20721e-05 0.000699079 0.000109998 -0.00146294 0.00114644 -0.000135142 -0.00135155 -4.74093e-05 -9.36948e-05
internal_weight=0 3689 931 838 773 564 203 209 157 361 93 2758 105 2653 295 245 97 148 2358 158 2200 2148
internal_count=3751 3689 931 838 773 564 203 209 157 361 93 2758 105 2653 295 245 97 148 2358 158 2200 2148
is_linear=0
shrinkage=0.0995203


Tree=3398
num_leaves=14
num_cat=0
split_feature=17 29 1 0 18 1 0 26 9 5 18 5 8
split_gain=0.0203066 0.0158404 0.01265 0.0834834 0.0163382 0.0386031 0.0199773 0.0186129 0.019717 0.0177838 0.0333815 0.029497 0.0143954
threshold=-0.5696199999999999 -0.096654999999999991 -0.50597999999999999 0.061855000000000014 -0.12881499999999999 -0.041095 -0.07664 0.097125000000000031 0.089025000000000021 0.27287000000000011 -0.087529999999999983 0.26245000000000007 -0.097249999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 8 -7 11 -11 12 -6
right_child=1 2 4 -5 9 7 -8 -9 -10 10 -12 -13 -14
leaf_value=0.0017221034966810593 -0.0014972050055049651 -0.0042950665497328566 0.00074298380481958458 0.0010284366010636296 0.00045033806161396837 -0.00094533227069638394 0.0036041157562340153 -0.0018665618228893084 0.0012543927127851419 -0.0031319979048102511 2.2797024931577641e-05 0.0024016569842118625 -0.00017412617397620088
leaf_weight=62 78 48 46 74 426 66 53 46 103 54 85 48 2562
leaf_count=62 78 48 46 74 426 66 53 46 103 54 85 48 2562
internal_value=0 -9.35857e-05 -6.30398e-05 -0.00105935 -2.79673e-05 0.00065651 0.00228297 -8.86111e-05 0.000390485 -9.59183e-05 -0.00119692 -4.52406e-05 -8.48222e-05
internal_weight=0 3689 3611 122 3489 314 99 215 169 3175 139 3036 2988
internal_count=3751 3689 3611 122 3489 314 99 215 169 3175 139 3036 2988
is_linear=0
shrinkage=0.0995203


Tree=3399
num_leaves=14
num_cat=0
split_feature=17 4 4 9 4 4 4 5 5 6 8 29 9
split_gain=0.016466 0.013222 0.0464625 0.0406196 0.0409923 0.0282415 0.0339357 0.0166115 0.039361 0.0331345 0.0138259 0.0125634 0.0137774
threshold=-0.5696199999999999 0.084755000000000025 0.086825000000000027 0.11351500000000002 0.15116500000000005 0.080475000000000033 0.077430000000000013 -0.0050400000000000002 -0.015824999999999995 -0.0040799999999999994 -0.140375 -0.011859999999999999 -0.093949999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 7 6 10 8 -4 -9 -2 -12 -13
right_child=1 2 3 -5 -6 -7 -8 9 -10 -11 11 12 -14
leaf_value=0.0015507195030878614 0.0015315627801813418 -0.0032364866138402978 -0.00016715135146358915 -0.0025913867274676527 0.0027786897086321269 0.0020622963912328846 -0.0027013589040821621 -0.0030340491121027126 0.0027632236230035979 -0.00028956576280124728 0.0016200407922870024 -0.001709478673242584 -6.5403580160291501e-06
leaf_weight=62 59 54 491 67 48 66 46 55 50 214 46 48 2445
leaf_count=62 59 54 491 67 48 66 46 55 50 214 46 48 2445
internal_value=0 -8.42278e-05 -0.000397756 -0.000231151 -4.58889e-05 2.87337e-05 -2.17189e-05 -0.000214282 0.000102165 -0.000853749 2.54116e-05 -9.26518e-06 -3.9657e-05
internal_weight=0 3689 979 925 858 2710 2644 810 541 269 2598 2539 2493
internal_count=3751 3689 979 925 858 2710 2644 810 541 269 2598 2539 2493
is_linear=0
shrinkage=0.0995203


Tree=3400
num_leaves=23
num_cat=0
split_feature=3 3 18 17 4 5 11 3 17 21 4 4 4 4 4 1 27 1 17 4 5 27
split_gain=0.0117421 0.0341253 0.0887226 0.0507224 0.0267079 0.0356106 0.0233217 0.032249 0.0212761 0.0151086 0.0182785 0.0534624 0.0348469 0.0413685 0.0251757 0.0259496 0.023 0.0152748 0.0140739 0.0135914 0.00804369 0.00567058
threshold=0.084735000000000019 0.083875000000000019 -0.023444999999999997 -0.0044799999999999987 0.079355000000000023 -0.011514999999999999 -0.065469999999999987 -0.16443499999999997 -0.008454999999999999 -0.10223999999999998 0.11860000000000002 0.10845500000000002 0.10459000000000003 0.10252500000000002 0.12719000000000005 -0.03694999999999999 0.085540000000000019 0.0013500000000000003 -0.085229999999999986 0.079225000000000018 -0.40421499999999994 0.085910000000000028
decision_type=2 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 8 18 -8 -1 -2 11 12 13 19 -12 -16 17 -13 -6 -11 -17 -20
right_child=9 2 3 -5 6 -7 7 -9 -10 10 14 16 -14 -15 15 20 -18 -19 21 -21 -22 -23
leaf_value=0.0016662491168784473 0.0014550884510480711 0.0053770037644348028 -0.0012131799775809355 0.0028582993781513708 0.001205632505315384 -0.002887598390557594 -4.993779716291703e-05 0.0035275716129973596 -0.0013424400254021134 3.9664519603840232e-05 0.0027102074726176343 -0.0016033101897619546 0.0019309978638550431 -0.0030517517861937816 0.002086337998801719 0.00010641745226078295 -0.00016069133169288751 -0.0041528674584299548 -0.0016599351244185141 -0.00068521210812935132 -0.001428618163972546 -0.00011048141627125068
leaf_weight=47 67 46 82 48 47 63 48 51 46 2309 52 48 87 46 55 91 46 48 48 288 53 48
leaf_count=47 67 46 82 48 47 63 48 51 46 2309 52 48 87 46 55 91 46 48 48 288 53 48
internal_value=0 0.000465609 0.00161966 0.000283839 -4.26683e-05 -0.00105998 0.000609739 0.00178475 0.000169278 -2.31573e-05 -5.51333e-05 -0.000126555 -2.83227e-05 -9.31277e-05 0.000758826 0.000244803 -0.00200934 -0.00288662 -0.000198009 -4.04071e-05 -0.000452876 -0.000893736
internal_weight=0 574 176 130 398 156 242 99 93 3190 3123 2872 2730 2643 251 199 142 96 143 2597 144 96
internal_count=3764 574 176 130 398 156 242 99 93 3190 3123 2872 2730 2643 251 199 142 96 143 2597 144 96
is_linear=0
shrinkage=0.0995203


Tree=3401
num_leaves=16
num_cat=0
split_feature=1 1 27 9 12 26 0 9 18 18 1 20 22 19 7
split_gain=0.0114867 0.0332304 0.0347236 0.0172412 0.0236487 0.0165363 0.0201585 0.0277649 0.0184866 0.0172831 0.0262034 0.0135691 0.0133875 0.0118809 0.016055
threshold=-0.093734999999999999 -0.10771499999999999 0.081260000000000013 -0.26414499999999996 -0.01397 0.092955000000000024 -0.0033699999999999997 0.095415000000000014 -0.098315 -0.110495 -0.15353499999999998 0.15091500000000005 0.10828500000000002 0.13612500000000002 -0.074334999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 -5 6 9 8 -8 -1 -11 12 13 14 -6
right_child=3 -3 -4 4 11 -7 7 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.00053085319041882531 -0.0019425276898573218 0.0024508413133686223 0.002290122897725586 0.0021674260124137376 -0.0017250161072282875 -0.0015793637836999496 0.00014617090477752557 0.0013182441689470624 -0.0019325876443599087 0.0031840488922683791 9.536292499489436e-05 0.001195547147464228 -0.0015078550263374793 0.0012994628939731324 -3.7199860961248191e-05
leaf_weight=51 46 72 67 49 57 67 69 63 107 56 54 86 63 64 2793
leaf_count=51 46 72 67 49 57 67 69 63 107 56 54 86 63 64 2793
internal_value=0 0.000442987 0.000170732 -2.98891e-05 -1.35435e-06 -0.000131582 0.000108875 -0.00046868 -0.00111297 0.000971322 0.00167523 -3.63165e-05 -7.21777e-05 -4.08578e-05 -7.12435e-05
internal_weight=0 606 534 3158 3112 467 400 239 176 161 110 3063 2977 2914 2850
internal_count=3764 606 534 3158 3112 467 400 239 176 161 110 3063 2977 2914 2850
is_linear=0
shrinkage=0.0995203


Tree=3402
num_leaves=21
num_cat=0
split_feature=13 8 8 8 9 0 2 9 4 9 8 5 8 0 1 21 0 5 8 9
split_gain=0.0105772 0.0112826 0.0278542 0.0209033 0.116092 0.0910402 0.0268338 0.0204653 0.0452834 0.0428498 0.0407972 0.0779754 0.0674002 0.0298028 0.0788494 0.0184839 0.0173277 0.017752 0.0211066 0.0152492
threshold=0.089365000000000014 -0.087129999999999999 -0.087770000000000001 -0.085385000000000003 0.083955000000000016 -0.085794999999999996 -0.082234999999999989 0.089025000000000021 0.11670500000000002 0.088510000000000019 -0.078504999999999991 -0.039649999999999998 -0.077074999999999991 -0.085605000000000001 -0.08113999999999999 -0.021529999999999997 -0.16423499999999999 -0.50126999999999999 -0.48834 -0.096659999999999982
decision_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 16 4 -3 6 -6 9 10 13 11 -9 -12 14 -5 -15 -1 -18 -19 -20
right_child=-2 3 -4 7 5 -7 -8 8 -10 -11 12 -13 -14 15 -16 -17 17 18 19 -21
leaf_value=-0.0018052798637772033 0.0015253382373474941 0.004614525908205571 -0.0020547751752434144 -0.0042466581191215984 0.0029352177436448895 -0.0040740638837099231 -0.00037942163783508034 -0.00079703821899725774 0.0031338476625430937 -0.0028024019230013584 -0.0035388404681305574 0.0032651296133329785 0.00014459238340156443 -0.0012625980772902495 -0.00024803120337075222 0.00047035545928160211 0.0015699738495920496 -0.0017794505864170067 0.00168883531065871 -9.3624595978832972e-05
leaf_weight=56 47 64 79 55 48 47 48 81 55 61 52 110 912 67 442 656 66 70 51 697
leaf_count=56 47 64 79 55 48 47 48 81 55 61 52 110 912 67 442 656 66 70 51 697
internal_value=0 2.24839e-05 -0.000259382 0.000129245 0.00109038 -0.000481139 0.00126937 4.90465e-05 0.000342822 -0.000227807 0.000209207 0.00153814 -5.325e-05 -9.84064e-05 -0.000692183 0.000308631 -0.000107622 0 -0.000126757 2.68124e-05
internal_weight=0 3717 1019 2698 207 143 96 2491 1210 1281 1155 191 964 1220 497 723 940 884 818 748
internal_count=3764 3717 1019 2698 207 143 96 2491 1210 1281 1155 191 964 1220 497 723 940 884 818 748
is_linear=0
shrinkage=0.0995203


Tree=3403
num_leaves=11
num_cat=0
split_feature=24 7 8 8 17 4 3 4 4 7
split_gain=0.0106085 0.00993043 0.0143252 0.0196417 0.0381787 0.0254676 0.0192182 0.0314568 0.0157143 0.0184043
threshold=0.10415500000000003 -0.23835999999999999 -0.51030999999999993 -0.15713999999999997 -0.052269999999999997 0.12205500000000002 0.14940500000000004 0.11849500000000003 0.13662500000000002 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 8 -8 9 -5
right_child=-2 2 3 6 5 -7 7 -9 -10 -11
leaf_value=0.0014941227132811239 -0.0014478979250782118 0.0014477341634485585 0.0012038929760145446 9.2982865509954315e-07 -0.0029799728238818724 -0.00016380998771718376 -0.00020650081750706013 0.0033369366851263948 -0.0018020102507087579 0.0011922243091906544
leaf_weight=47 47 70 56 3130 82 53 53 46 46 134
leaf_count=47 47 70 56 3130 82 53 53 46 46 134
internal_value=0 5.62531e-05 3.76159e-05 9.9695e-06 -0.000971842 -0.00188043 6.52187e-05 0.00143168 2.41015e-05 5.0088e-05
internal_weight=0 3717 3670 3600 191 135 3409 99 3310 3264
internal_count=3764 3717 3670 3600 191 135 3409 99 3310 3264
is_linear=0
shrinkage=0.0995203


Tree=3404
num_leaves=27
num_cat=0
split_feature=1 1 0 0 2 18 18 6 9 8 9 2 9 1 3 21 6 3 27 3 18 18 9 2 21 0
split_gain=0.0351245 0.101903 0.129253 0.0332034 0.0915916 0.0516818 0.0784722 0.0699829 0.044905 0.0436183 0.0780082 0.037295 0.0686596 0.0364174 0.0482701 0.0295199 0.0420913 0.0261933 0.0234561 0.0210254 0.0522598 0.0396158 0.0166238 0.0303301 0.0496915 0.0113374
threshold=-0.080689999999999998 -0.078729999999999994 -0.083589999999999984 -0.087184999999999999 -0.082794999999999994 -0.018864999999999996 -0.060544999999999995 0.089810000000000015 0.083995000000000028 -0.079585000000000003 0.084985000000000019 0.096520000000000022 0.088825000000000029 -0.082489999999999994 0.086375000000000021 0.12393500000000003 -0.047974999999999997 0.11693000000000002 -0.086859999999999993 0.084380000000000024 -0.0060599999999999994 0.0057900000000000009 -0.25326499999999996 0.13896000000000006 0.015410000000000002 -0.051999999999999998
decision_type=2 2 2 2 2 2 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 9 -8 -1 10 -5 12 -11 19 -15 18 17 -17 -3 -7 -21 -22 -20 25 -25 -24
right_child=1 15 -4 5 -6 13 7 -9 -10 11 -12 -13 -14 14 -16 16 -18 -19 22 20 21 -23 23 24 -26 -27
leaf_value=-0.0017025408357459419 0.00043670788310926366 -0.0021359340787406207 -0.0066154599174957232 -0.00051806499460022742 0.0046762314593481649 0.0012869972377401635 0.0061342683465371315 0.00076610946914426018 0.0018627890137834513 -0.0035649758515056617 0.0042532787013630363 0.0017648721181588224 0.00030908893567288835 -0.0044272386830344519 0 0.0014190793260842175 -0.0034755867255377901 -0.0015182584345603042 -0.0017180172401434711 -0.0025744474647224468 0.001951993828326788 -0.00070955290197682516 -8.3593509883146431e-05 0.0038276623159725119 -0.00042971798245688335 0.00084109265682943426
leaf_weight=68 48 51 55 73 64 83 48 49 72 74 63 54 116 50 48 52 61 71 53 87 88 149 1906 54 54 141
leaf_count=68 48 51 55 73 64 83 48 49 72 74 63 54 116 50 48 52 61 71 53 87 88 149 1906 54 54 141
internal_value=0 -0.000254428 -0.00332107 0.000401217 0.001557 0.000160282 0.000903792 0.00343096 0.00012521 0.000256545 0.00168617 -0.000536941 -0.00119545 -0.000540382 -0.00226315 -0.0001248 -0.00133704 -0.000269802 -2.56982e-05 -0.000123551 -0.000487423 0.000275247 2.26729e-05 6.58633e-05 0.00169139 -1.95e-05
internal_weight=0 2546 103 1186 204 982 477 97 140 380 136 244 190 505 98 2443 184 123 2259 407 324 237 2208 2155 108 2047
internal_count=3732 2546 103 1186 204 982 477 97 140 380 136 244 190 505 98 2443 184 123 2259 407 324 237 2208 2155 108 2047
is_linear=0
shrinkage=0.0995203


Tree=3405
num_leaves=18
num_cat=0
split_feature=5 21 21 1 3 21 5 5 1 9 6 2 3 6 17 1 8
split_gain=0.0310414 0.0201185 0.0895458 0.0411744 0.067118 0.0309265 0.0304002 0.0464117 0.030244 0.0463095 0.0387559 0.0377445 0.0475918 0.0309632 0.0239356 0.0551388 0.0236081
threshold=0.62931500000000018 0.091135000000000022 0.092150000000000024 -0.047239999999999997 0.11339500000000001 0.090095000000000022 0.40249000000000007 0.27139000000000008 0.0033150000000000007 0.10054500000000002 -0.09416999999999999 -0.082484999999999989 0.090765000000000026 -0.06656999999999999 0.51326500000000019 -0.050379999999999994 -0.074844999999999981
decision_type=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 7 14 11 10 -10 -5 -13 -11 16 -16 -1
right_child=-2 2 3 8 -6 -7 -8 -9 9 13 -12 12 -14 -15 15 -17 -18
leaf_value=0.00027376737473694044 0.0018975320024421927 -0.0047228737831714156 -0.0047043921415669309 -0.0009082090981645443 9.0696422067951092e-05 0.0022466858890839068 -0.001990677231421439 0.0029152296507354335 -0.00014316711086161536 0.0026171232304398819 -0.0022764080157596173 0.0039581201922499242 0.00053853457105701289 -0.00059838631552998074 -0.0040651013831045427 0.00050447701974461732 -0.00038171729749069831
leaf_weight=1644 80 47 51 82 66 62 74 55 200 68 147 60 125 52 46 60 813
leaf_count=1644 80 47 51 82 66 62 74 55 200 68 147 60 125 52 46 60 813
internal_value=0 -8.39721e-05 -0.000493116 -0.000258548 -0.00199247 4.91407e-05 -1.1674e-06 5.47551e-05 1.67257e-05 -0.000465173 -0.00104923 0.000862663 0.00165202 0.00121691 -6.30909e-06 -0.00147083 5.654e-05
internal_weight=0 3652 898 851 117 2754 2692 2618 734 467 347 267 185 120 2563 106 2457
internal_count=3732 3652 898 851 117 2754 2692 2618 734 467 347 267 185 120 2563 106 2457
is_linear=0
shrinkage=0.0995203


Tree=3406
num_leaves=25
num_cat=0
split_feature=1 1 17 10 26 26 8 26 2 1 9 9 9 26 4 21 20 0 7 0 0 4 3 11
split_gain=0.0275976 0.0836518 0.141576 0.0305317 0.0417849 0.176401 0.0727937 0.107514 0.0471315 0.0446357 0.0390096 0.10563 0.0502009 0.036291 0.0244789 0.0212519 0.0315243 0.0261098 0.0169154 0.0155553 0.0286984 0.0282362 0.0497999 0.0269483
threshold=-0.080689999999999998 -0.078729999999999994 -0.0044799999999999987 0.087405000000000024 0.088545000000000026 0.089075000000000029 -0.049499999999999995 0.11215000000000001 -0.085759999999999989 -0.082635 0.083925000000000013 0.083110000000000031 0.084435000000000024 0.087825000000000028 0.094025000000000011 0.12393500000000003 -0.063689999999999983 -0.091935000000000003 0.085015000000000021 -0.14824999999999997 -0.14028499999999997 0.11338500000000003 0.10749000000000002 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 -2 4 9 -6 7 8 -7 10 11 14 -12 -14 -1 18 -17 -18 19 21 -21 22 -3 -22
right_child=1 15 -4 -5 5 6 -8 -9 -10 -11 12 -13 13 -15 -16 16 17 -19 -20 20 23 -23 -24 -25
leaf_value=0.00095275596911634426 -0.0070288924174898189 0.00035906283449922553 0.00036578206071344533 0.0024405229644275635 0.0067673445875495704 0.0022043959132532153 -0.0029421588515328614 0.0050282631850018409 -0.00075799067866372683 -0.0026375298790907017 -0.0036387147388933505 0.0050647264373569817 -0.00073283170592669891 0.0023074995258381783 -0.00097638172638170751 -0.002703732991065807 -0.0016648442631806279 0.0014184864166001624 -0.0018124935446437579 -0.0018743995408216833 -5.5358463542672238e-05 -0.0011761236646270696 0.0039283486962724363 0.0023335756417214508
leaf_weight=136 47 146 56 66 47 74 58 52 189 69 50 49 224 47 125 75 52 57 51 84 1819 58 53 48
leaf_count=136 47 146 56 66 47 74 58 52 189 69 50 49 224 47 125 75 52 57 51 84 1819 58 53 48
internal_value=0 -0.000222055 -0.00300054 0.000359107 0.000235722 0.00102085 0.00029456 0.000893127 7.24201e-05 -0.000234183 2.73259e-05 0.000824835 -0.000740304 -0.000202521 2.57029e-05 -0.000104576 -0.00113314 -4.49501e-05 -2.04345e-05 2.05874e-05 -7.49026e-05 0.000748679 0.00131379 5.62189e-06
internal_weight=0 2546 103 1186 1120 420 373 315 263 700 631 310 321 271 261 2443 184 109 2259 2208 1951 257 199 1867
internal_count=3732 2546 103 1186 1120 420 373 315 263 700 631 310 321 271 261 2443 184 109 2259 2208 1951 257 199 1867
is_linear=0
shrinkage=0.0995203


Tree=3407
num_leaves=24
num_cat=0
split_feature=5 17 2 2 2 26 2 6 9 0 17 21 20 21 24 26 26 18 0 5 5 17 17
split_gain=0.0234095 0.0152442 0.0267295 0.0169511 0.146095 0.0321994 0.0951482 0.106447 0.0940676 0.0463128 0.0747806 0.0307728 0.0336672 0.0319213 0.0266243 0.027357 0.0223914 0.0958102 0.136147 0.0828992 0.0362527 0.056676 0.0141004
threshold=0.62931500000000018 -0.55026999999999993 -0.08569499999999998 -0.081055000000000002 -0.080604999999999996 0.088475000000000012 -0.083104999999999998 0.086655000000000024 0.089605000000000018 -0.070134999999999989 -0.01857 0.10683000000000002 0.0057800000000000013 0.11707000000000002 -0.065834999999999991 0.09271500000000002 0.086095000000000019 -0.019539999999999998 -0.082224999999999993 -0.015214999999999999 0.22078000000000006 -0.15122999999999998 0.024055000000000003
decision_type=2 2 2 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 16 9 -8 -9 10 -7 14 13 -13 -6 -16 20 18 -18 -19 21 -3 -14
right_child=-2 3 -4 4 11 6 7 8 -10 -11 -12 12 22 -15 15 -17 17 19 -20 -21 -22 -23 -24
leaf_value=0.00015530082214338869 0.001650189166186715 0.0037659851800926391 -0.0028980489076082384 -0.0043403057510296942 -0.0018768853871061863 0.0020179731380886787 0.0062586013666518815 -0.0018589647340355414 0.0040142913680863103 -0.002444341305302342 -0.0014109207523316783 -0.0033150983260980533 0.0014288765533998348 -0.00079816676306491844 0.00053477450368148358 -0.00036734008832659801 -0.0069356836711415692 -0.001439923097081476 0.00018869409812503196 0.0026592415897580008 -0.0021996336668872749 0.00015205975606958957 -0.00082030092195138583
leaf_weight=63 80 46 51 82 62 142 58 56 52 67 113 72 68 167 977 504 51 104 55 92 58 666 46
leaf_count=63 80 46 51 82 62 142 58 56 52 67 113 72 68 167 977 504 51 104 55 92 58 666 46
internal_value=0 -7.05558e-05 -0.00120349 -3.38195e-05 -0.000227474 0.0002112 0.000881494 0.00281711 0.00096132 -0.000113829 0.000495292 -4.91668e-05 -0.000887733 -0.00155983 0.000142146 0.000227223 -9.31698e-05 -0.000819951 -0.00323135 0.000479998 0.000190816 0.000386694 0.000514133
internal_weight=0 3652 114 3538 1978 1560 488 166 108 322 255 1896 353 239 1543 1481 1072 302 106 196 770 712 114
internal_count=3732 3652 114 3538 1978 1560 488 166 108 322 255 1896 353 239 1543 1481 1072 302 106 196 770 712 114
is_linear=0
shrinkage=0.0995203


Tree=3408
num_leaves=8
num_cat=0
split_feature=2 7 4 4 29 1 22
split_gain=0.0163336 0.0147242 0.0184072 0.0129302 0.0169022 0.0142514 0.0127078
threshold=-0.24151999999999998 -0.074779999999999999 0.15028500000000003 0.13752500000000004 0.099300000000000013 -0.51744999999999985 0.13118500000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=-0.0012712965153014763 0.0014602347320563738 0.0013956017996887289 -0.00159943975508917 0.0012943355676885906 -0.0015558621073690187 0.00010606408126916145 -0.0015243526978077706
leaf_weight=86 79 84 63 90 61 3229 48
leaf_count=86 79 84 63 90 61 3229 48
internal_value=0 0.000115687 8.57459e-05 0.000116209 8.49843e-05 0.000115008 8.19326e-05
internal_weight=0 3654 3575 3512 3422 3361 3277
internal_count=3740 3654 3575 3512 3422 3361 3277
is_linear=0
shrinkage=0.0995203


Tree=3409
num_leaves=16
num_cat=0
split_feature=20 20 1 3 3 21 2 3 8 20 20 20 7 24 2
split_gain=0.0252765 0.0445225 0.0528742 0.0345844 0.0463287 0.0413399 0.033474 0.0387769 0.057849 0.0197607 0.0220028 0.0156965 0.0145636 0.0148224 0.0214246
threshold=-0.08323499999999999 -0.086134999999999989 -0.0090649999999999984 0.09049500000000002 0.097255000000000022 0.086155000000000023 0.11665500000000002 0.10850000000000003 -0.00076499999999999995 -0.08231999999999999 -0.081424999999999984 -0.080674999999999997 0.085015000000000021 -0.069349999999999995 -0.19220999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 7 -6 -9 -2 -11 -12 13 -13 -15
right_child=9 2 -4 4 6 -7 -8 8 -10 10 11 12 -14 14 -16
leaf_value=0.00047953970228483127 -0.0019053870556495233 0.00044721381227135176 0.004506164874505194 0.0029466289048609468 0.0012938349120596262 -0.002758730966392607 0.0023373818824720546 0.00063492596540354405 -0.0041183745612081287 0.0019704601324623612 -0.0015800791310291522 0.0017997569567773874 -0.0015018952485374524 -0.0013827216810421653 5.2461924293793363e-05
leaf_weight=86 55 70 59 77 66 71 51 49 52 55 64 46 63 107 2769
leaf_count=86 55 70 59 77 66 71 51 49 52 55 64 46 63 107 2769
internal_value=0 0.000678588 0.00230998 0.000211181 0.00084774 -0.000979687 0.000102634 -0.000574933 -0.00180421 -3.54735e-05 -2.07664e-06 -3.79272e-05 -4.58833e-06 2.74143e-05 -6.48675e-07
internal_weight=0 581 129 452 295 157 218 167 101 3159 3104 3049 2985 2922 2876
internal_count=3740 581 129 452 295 157 218 167 101 3159 3104 3049 2985 2922 2876
is_linear=0
shrinkage=0.0995203


Tree=3410
num_leaves=15
num_cat=0
split_feature=20 20 26 3 3 3 20 4 17 5 29 27 3 3
split_gain=0.0214405 0.0540935 0.0342661 0.0280476 0.0375427 0.0334511 0.0317014 0.0325904 0.0105381 0.0227144 0.0152074 0.0224577 0.0243678 0.0207948
threshold=-0.083970000000000003 -0.086134999999999989 0.083825000000000024 0.09049500000000002 0.097255000000000022 0.086965000000000028 -0.11700999999999999 0.10845500000000002 -0.56005499999999986 0.51659500000000014 0.097705000000000028 -0.032854999999999995 0.15361500000000003 0.12212000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 7 -6 -2 10 11 -10 13 -13
right_child=8 2 -4 4 6 -7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=0.00041330167527786415 -0.0010981900182253255 0.0046809787449014761 0.00085418416623856081 0.00265337980511132 0.002290674782709569 -0.0025028280919500122 -0.0013757345285580517 -0.00094449543031013914 0.002122033876875493 0.0015580948101228673 -0.0015405023478701554 -7.4014985739007374e-05 -0.0016695456878667164 0.00095324533376699486
leaf_weight=87 89 48 46 77 82 70 87 49 48 90 66 2601 89 211
leaf_count=87 89 48 46 77 82 70 87 49 48 90 66 2601 89 211
internal_value=0 0.000644201 0.002817 0.000190524 0.000763925 -0.00088167 9.27931e-05 0.00107432 -3.04614e-05 0 -4.63626e-05 -1.26455e-05 -4.82481e-05 2.77497e-06
internal_weight=0 546 94 452 295 157 218 131 3194 3105 3015 2949 2901 2812
internal_count=3740 546 94 452 295 157 218 131 3194 3105 3015 2949 2901 2812
is_linear=0
shrinkage=0.0995203


Tree=3411
num_leaves=28
num_cat=0
split_feature=20 20 2 20 6 6 17 2 2 2 2 9 17 2 18 18 18 0 9 4 2 6 9 18 5 6 2
split_gain=0.0173948 0.0438918 0.03827 0.0243573 0.0444663 0.0304947 0.0230066 0.0297278 0.0118821 0.0434077 0.0266053 0.025472 0.0616894 0.0235206 0.0272686 0.0776461 0.022227 0.0215448 0.0184382 0.0183759 0.0272121 0.0170979 0.049622 0.0390619 0.0342361 0.0299459 0.0233979
threshold=-0.083970000000000003 -0.086134999999999989 -0.086254999999999984 -0.089224999999999985 -0.093155000000000002 -0.07664 -0.45380999999999999 -0.091674999999999993 -0.086304999999999993 -0.085804999999999992 -0.085209999999999994 0.08401500000000002 -0.011809999999999999 -0.088385000000000005 -0.060544999999999995 -0.10082999999999999 -0.015069999999999998 -0.073219999999999993 0.084915000000000032 0.10845500000000002 -0.154305 0.085955000000000018 0.086070000000000021 -0.007069999999999999 -0.0073899999999999999 0.08481000000000001 -0.083254999999999982
decision_type=2 2 2 2 2 2 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 -6 -7 -8 11 -10 -11 12 16 14 15 17 -2 -13 -15 20 -16 25 23 -23 -24 26 -12
right_child=8 2 -4 -5 5 6 7 -9 9 10 21 13 -14 18 19 -17 -18 -19 -20 -21 -22 22 24 -25 -26 -27 -28
leaf_value=0.0029749909245937378 0.0016547772428396705 0.0045912528996164687 0.00055230253444447182 -0.0019450355946009749 -0.002224159954780972 0.0023588880773315426 -0.0018276642960030815 0.00065536130784490249 0.0029736392663708526 -0.0021326443796324604 -0.0015536128179551531 -0.0011671613541169531 -0.0038062207223605259 0.0026342067573158707 0.0027442609428372194 -0.0045307702803959833 -0.0011430571227957879 0.0017284866248246438 -4.0160528797977779e-05 -0.0013307866159059218 0 0.0040437703201295959 0.00060036041216548802 0.00036452188118586665 -0.00087101419511247146 -0.0024774218378683637 5.030546311465293e-05
leaf_weight=58 47 46 48 48 52 49 65 180 50 56 96 54 67 52 51 52 70 48 49 51 120 62 477 54 233 52 1453
leaf_count=58 47 46 48 48 52 49 65 180 50 56 96 54 67 52 51 52 70 48 49 51 120 62 477 54 233 52 1453
internal_value=0 0.00058024 0.00253752 0.000171383 0.000424865 -2.46731e-07 0.000390314 -5.94831e-08 -2.74299e-05 7.03508e-05 1.15577e-05 -0.000403371 -0.00139813 -1.79311e-05 -0.000381819 -0.00140039 -1.21437e-05 0.000187471 0.00132864 0.000321067 0.000818512 6.13699e-05 0.000429349 0.00233807 0.000116348 -0.000127969 -4.85697e-05
internal_weight=0 546 94 452 404 346 294 245 3194 2533 2483 661 184 477 376 154 117 102 101 222 171 2427 826 116 710 1601 1549
internal_count=3740 546 94 452 404 346 294 245 3194 2533 2483 661 184 477 376 154 117 102 101 222 171 2427 826 116 710 1601 1549
is_linear=0
shrinkage=0.0995203


Tree=3412
num_leaves=21
num_cat=0
split_feature=20 3 3 20 17 18 17 17 1 1 1 20 6 17 7 10 10 0 1 9
split_gain=0.0248487 0.0409726 0.0564534 0.0539702 0.0422911 0.0927209 0.0827103 0.039295 0.0437341 0.0287145 0.0615912 0.0349977 0.0252127 0.0231078 0.0234148 0.0229151 0.0196852 0.0180316 0.0223078 0.00274468
threshold=-0.077394999999999992 0.087625000000000022 0.085035000000000013 -0.085594999999999991 -0.000475 -0.073454999999999993 -0.011514999999999999 0.0021900000000000005 -0.0032650000000000001 -0.049499999999999995 -0.035694999999999998 -0.083495 -0.091704999999999995 0.51734000000000024 -0.074779999999999999 0.090005000000000016 0.086275000000000018 0.15238000000000004 -0.50597999999999999 0.08006000000000002
decision_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 19 -4 6 -6 9 -7 -9 -3 -11 -12 -10 14 -2 16 17 18 -16 -1
right_child=13 4 3 -5 5 7 -8 8 12 10 11 -13 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.00027408174148281554 0.0017919694210075524 -0.0018677095422450899 0.0051747534045834759 0.0010135466782022046 -0.0050036776576221449 -0.0020047058518898077 0.0045933283256072831 -0.0016479949918939644 0.0036970844736929523 0.0034500187066581799 -0.0012833722530359362 0.00094713503117995292 0.00056912916740464552 -0.0018518270360415978 -0.001866621727823917 -0.0019312211021978258 0.0018865791937194793 0.0015213885760081071 -0.00015543378546622875 -0.0008045071720416396
leaf_weight=46 61 58 59 66 46 73 47 49 46 59 130 150 59 80 78 72 47 61 2427 46
leaf_count=46 61 58 59 66 46 73 47 49 46 59 130 150 59 80 78 72 47 61 2427 46
internal_value=0 0.000408294 0.00160656 0.00298419 4.44961e-05 -0.000929011 0.000644916 -9.97009e-05 0.000798005 0.000175409 0.000527384 -8.5534e-05 0.00194727 -0.000183738 -0.000134843 -0.000178923 -0.000130326 -0.000167588 -0.000209043 -0.000256315
internal_weight=0 934 217 125 717 273 444 227 154 397 339 280 105 2826 2746 2685 2613 2566 2505 92
internal_count=3760 934 217 125 717 273 444 227 154 397 339 280 105 2826 2746 2685 2613 2566 2505 92
is_linear=0
shrinkage=0.0995203


Tree=3413
num_leaves=22
num_cat=0
split_feature=2 2 6 2 6 2 0 6 3 20 3 5 5 20 9 23 3 2 6 8 3
split_gain=0.0216456 0.0355006 0.025481 0.0356708 0.0449102 0.0498939 0.0478409 0.03576 0.0354779 0.0246205 0.0632972 0.0195531 0.0573788 0.0446045 0.0357056 0.0501796 0.0206993 0.0659673 0.0564143 0.0201954 0.01465
threshold=-0.082025000000000001 -0.081734999999999988 0.097935000000000022 -0.082294999999999993 0.090460000000000026 -0.082644999999999982 -0.08269 0.089165000000000022 0.08666500000000002 -0.14946999999999996 0.10850000000000003 -0.14653999999999998 -0.12429 -0.06470999999999999 0.11351500000000002 -0.022119999999999997 0.091615000000000016 -0.080069999999999988 0.08846500000000003 -0.08569499999999998 0.091975000000000015
decision_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 5 7 -6 8 -1 10 -3 13 -13 19 15 -15 18 -18 -14 -11 -4
right_child=1 9 20 -5 6 -7 -8 -9 -10 11 -12 12 16 14 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.0011258384806654218 0.0028427309077640986 0.0041999919723865369 -2.8816889279690169e-05 -0.0026560732420657009 0.000206776233117505 0.0025758714752027794 -0.003820747300106907 0.0020623564141353467 3.446491216138086e-05 -0.00081231204888666374 -0.0007296074856289798 0.0033879643996481299 -9.2156276020609448e-05 0.0028732653508039981 -0.0023876866724046012 -0.0002367724962089051 -0.0034754483017904098 1.2644135986773209e-05 0.0020636167589809808 -0.0036092658184473858 0.0020257563728845532
leaf_weight=436 48 49 69 69 49 63 71 60 647 48 54 54 392 64 54 259 57 920 173 57 67
leaf_count=436 48 49 69 69 49 63 71 60 647 48 54 54 392 64 54 259 57 920 173 57 67
internal_value=0 0.000164867 -0.000321085 -0.000448257 -0.000332753 -0.000149328 -0.00216935 -0.000300252 -0.0004319 0.000105556 0.00160759 3.07109e-05 0.000198849 -0.000524329 -1.6897e-05 0.000376924 8.66367e-05 -0.00019002 0.000566481 -0.00233846 0.000977344
internal_weight=0 2229 1531 1395 1326 1206 120 1143 1083 2181 103 2078 1596 482 377 323 1542 977 565 105 136
internal_count=3760 2229 1531 1395 1326 1206 120 1143 1083 2181 103 2078 1596 482 377 323 1542 977 565 105 136
is_linear=0
shrinkage=0.0995203


Tree=3414
num_leaves=27
num_cat=0
split_feature=9 9 18 3 3 9 26 26 8 3 0 2 2 17 1 3 3 9 17 3 6 9 8 9 1 9
split_gain=0.0203597 0.0328835 0.0421853 0.0328833 0.0447045 0.0379665 0.0674087 0.0875765 0.11114 0.0420533 0.0398108 0.0272499 0.0397106 0.0916972 0.125032 0.039078 0.0648767 0.0458795 0.0374375 0.0346721 0.0303506 0.0488358 0.0229629 0.0218103 0.0861658 0.0259363
threshold=0.089935000000000029 0.08938500000000002 0.14607000000000003 0.084290000000000018 0.08895500000000002 0.092605000000000021 0.093835000000000016 0.090095000000000022 -0.028454999999999998 0.091715000000000033 -0.08176499999999999 -0.08237499999999999 -0.080604999999999996 -0.0030799999999999998 -0.0040349999999999995 0.091225000000000014 0.089895000000000017 0.082335000000000019 0.061900000000000018 0.08844500000000001 0.089165000000000022 0.086115000000000011 -0.077074999999999991 0.094085000000000016 -0.046044999999999996 0.09550500000000002
decision_type=2 2 2 2 2 2 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 6 7 8 -6 -7 -9 15 13 14 -13 16 19 -17 -15 -1 21 -14 -22 24 -11 -25
right_child=3 -3 -4 4 5 9 -8 10 -10 23 -12 12 20 18 -16 17 -18 -19 -20 -21 22 -23 -24 25 -26 -27
leaf_value=-0.00011225495719045938 -0.0024880340941198713 0.0022398729200449321 0.0022967227226233663 0.0026908840252821346 -0.0060382492880140795 0.0028226921477759268 -0.0040415200815679128 0.003680844967417453 0.000589805580813323 -0.0041692271227917223 -0.00017490681487887725 0.0009197600859059881 -1.6190856065134568e-05 -0.0028076756153391758 0.0072222415162206252 0.00051412842594468846 0.0034387382738770016 -0.0033735783459165891 0.001075201573961388 -0.0021083607058901038 -0.0031809490414591193 0.002443608727082343 -0.00017222535674311839 0.0013453482305499204 0.0011365130998257378 -0.00024722035604389704
leaf_weight=675 67 72 82 50 48 48 70 47 52 59 60 90 866 49 48 46 47 85 49 99 48 88 54 119 62 680
leaf_count=675 67 72 82 50 48 48 70 47 52 59 60 90 866 49 48 46 47 85 49 99 48 88 54 119 62 680
internal_value=0 0.000144789 7.95851e-05 -0.000336966 -0.000225043 -0.000342806 -0.00137028 -0.000463006 -0.00258348 -4.79416e-05 0.00151109 -1.06856e-06 0.000296259 0.00146345 0.00311786 -0.000405445 -0.00014967 -0.00200218 -0.000857884 -0.000368629 3.46351e-05 0.000209851 -0.00159612 -0.000198604 -0.00144382 -9.00466e-06
internal_weight=0 2398 2326 1362 1295 1245 277 207 100 968 107 2244 1292 236 138 952 821 131 98 774 1056 954 102 920 121 799
internal_count=3760 2398 2326 1362 1295 1245 277 207 100 968 107 2244 1292 236 138 952 821 131 98 774 1056 954 102 920 121 799
is_linear=0
shrinkage=0.0995203


Tree=3415
num_leaves=21
num_cat=0
split_feature=0 4 0 20 8 1 1 21 20 18 21 20 13 26 0 26 1 0 0 21
split_gain=0.0158111 0.0379155 0.0341712 0.019182 0.0298445 0.0859209 0.0944602 0.0607512 0.0856582 0.120891 0.0521562 0.0364804 0.0162644 0.0149673 0.0421567 0.143322 0.0433129 0.0241206 0.0611403 0.0311024
threshold=0.12433000000000002 0.10198500000000002 0.11291000000000002 -0.079725000000000004 -0.086404999999999996 -0.0040349999999999995 -0.013975 0.095695000000000016 -0.081114999999999993 0.086065000000000016 0.11347500000000002 -0.088694999999999982 1.0000000180025095e-35 0.11444500000000003 -0.069824999999999984 0.11861500000000001 -0.072005 -0.049174999999999996 -0.057604999999999996 0.091040000000000024
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 5 6 -1 8 9 -6 -9 -7 13 17 15 -15 -16 18 -5 -19
right_child=1 -3 -4 12 7 11 -8 10 -10 -11 -12 -13 -14 14 16 -17 -18 19 -20 -21
leaf_value=5.9096914720770155e-05 -0.00020213350806180447 0.0033123016765448923 -0.0027318632840368398 -4.4537608739511873e-05 8.26983793650879e-05 -0.00013668009523733931 -0.0056193972430496264 -0.0027796665489321186 0.0050888973814554594 0.0050248934821813763 0.00087824864901135343 0.0034693542557957067 -0.0018510130209340851 -0.0065385384059321152 0.0028028001393264274 -0.00022042944235019528 -0.00078134090463783366 0.00029267116221222899 -0.0032938618179299008 0.0030589033672916996
leaf_weight=65 85 47 47 2083 319 65 52 76 54 58 78 48 55 46 54 158 87 171 59 53
leaf_count=65 85 47 47 2083 319 65 52 76 54 58 78 48 55 46 54 158 87 171 59 53
internal_value=0 0.00104302 -6.56613e-05 -3.04393e-05 0.000393606 -0.0005648 -0.00245768 0.000771814 0.0013788 0.000845208 -0.000921641 0.00138784 -0.00015568 -0.000120983 -0.000733463 -0.00164912 0.000585503 -3.13282e-05 -0.00013442 0.000950837
internal_weight=0 132 3628 3581 815 230 117 585 431 377 154 113 2766 2711 345 204 141 2366 2142 224
internal_count=3760 132 3628 3581 815 230 117 585 431 377 154 113 2766 2711 345 204 141 2366 2142 224
is_linear=0
shrinkage=0.0995203


Tree=3416
num_leaves=11
num_cat=0
split_feature=30 13 8 20 2 22 0 18 20 3
split_gain=0.0622407 0.0258266 0.0312669 0.0209077 0.0532076 0.0211378 0.0287013 0.0383136 0.0178723 0.0075526
threshold=-1.0000000180025095e-35 0.089365000000000014 -0.48834 -0.15398499999999998 -0.018864999999999996 0.12975500000000004 -0.225295 0.086800000000000016 0.096815000000000026 0.10293500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 6 7 -5 -8 -4
right_child=1 -3 3 5 -6 -7 8 -9 -10 -11
leaf_value=-0.0036810417170498309 -0.002076937837967818 0.0023068352936756508 -0.00086895728088948589 -0.00034699919001974599 0.0038601372022735534 0.0017758860478449333 2.8947446197233066e-06 -0.0038573683613210307 -0.0011506076416751578 0.00082357329736555847
leaf_weight=47 75 46 60 95 48 60 3069 46 139 46
leaf_count=47 75 46 60 95 48 60 3069 46 139 46
internal_value=0 -3.6022e-05 -6.58708e-05 -2.33087e-05 0.00111061 -7.47731e-05 -0.000108174 -0.00149803 -4.68304e-05 -0.00012674
internal_weight=0 3684 3638 3563 154 3409 3349 141 3208 106
internal_count=3731 3684 3638 3563 154 3409 3349 141 3208 106
is_linear=0
shrinkage=0.0995203


Tree=3417
num_leaves=11
num_cat=0
split_feature=4 4 20 4 4 27 4 6 22 0
split_gain=0.0580099 0.0284359 0.0260723 0.0454479 0.0256065 0.0435749 0.0330882 0.0241597 0.0190273 0.0150104
threshold=0.15730000000000002 0.13752500000000004 -0.15398499999999998 0.08283500000000002 0.12061000000000001 0.090860000000000024 0.11706000000000001 -0.45687499999999998 0.11279500000000002 -0.066264999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -4 -9 -3
right_child=-2 9 4 -5 5 -7 -8 8 -10 -11
leaf_value=-0.00035078332819377421 -0.0035483751002139321 0.00032112265071795068 -0.0022653907560238524 0.0032349022383205829 -0.0028344370188465458 0.00058493205698543929 0.0024634919959661402 -0.00011282871072482018 0.0018059909945716921 0.0025754283511407986
leaf_weight=78 47 58 51 63 88 63 50 3120 52 61
leaf_count=78 47 58 51 63 88 63 50 3120 52 61
internal_value=0 -2.94338e-05 -8.01676e-05 0.00124553 -0.000134999 -0.00140239 -7.62773e-05 -0.000115932 -8.11145e-05 0.00148357
internal_weight=0 3684 3565 141 3424 151 3273 3223 3172 119
internal_count=3731 3684 3565 141 3424 151 3273 3223 3172 119
is_linear=0
shrinkage=0.0995203


Tree=3418
num_leaves=12
num_cat=0
split_feature=4 4 20 4 4 4 26 10 3 1 0
split_gain=0.047039 0.0230797 0.0211219 0.0368705 0.0208651 0.0305913 0.0279973 0.0225902 0.0185802 0.013333 0.0121494
threshold=0.15730000000000002 0.13752500000000004 -0.15398499999999998 0.08283500000000002 0.12028000000000003 0.11706000000000001 -0.054024999999999997 0.090005000000000016 -0.02172 0.41696500000000009 -0.066264999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -6 8 -4 -8 -3
right_child=-2 10 4 -5 6 -7 9 -9 -10 -11 -12
leaf_value=-0.00031587347780696748 -0.0031952401302916301 0.00028916446879499985 -0.0019347711006991843 0.002912964165285158 0.00054149223076950927 0.0024798207543861896 -0.0033547160218948689 -0.0020685176696045417 -3.735141464280993e-05 -0.001022862675849975 0.0023191211129237992
leaf_weight=78 47 58 52 63 55 46 52 57 3114 48 61
leaf_count=78 47 58 52 63 55 46 52 57 3114 48 61
internal_value=0 -2.64382e-05 -7.21665e-05 0.00112099 -0.00012154 -6.778e-05 -0.00125007 -0.000104394 -6.87742e-05 -0.00224361 0.00133661
internal_weight=0 3684 3565 141 3424 3269 155 3223 3166 100 119
internal_count=3731 3684 3565 141 3424 3269 155 3223 3166 100 119
is_linear=0
shrinkage=0.0995203


Tree=3419
num_leaves=10
num_cat=0
split_feature=30 13 9 4 6 2 4 1 2
split_gain=0.0495396 0.0192743 0.0272917 0.0303404 0.0477643 0.0282884 0.023764 0.0160793 0.0127865
threshold=-1.0000000180025095e-35 0.089365000000000014 -0.26414499999999996 0.13424500000000003 -0.072834999999999997 -0.0031199999999999999 0.12719000000000005 -0.54365999999999992 0.13896000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 7 -4 -9
right_child=1 -3 3 4 -6 -7 -8 8 -10
leaf_value=-0.0032706695675036386 -0.002224712182758356 0.0020052103293637978 0.0016323357439313253 0.0010704071546131322 -0.0012334481723361391 0.0044262566588543989 -0.0022700027798663786 -0.00010036143513727118 0.0011082494393483881
leaf_weight=47 56 46 56 56 47 46 48 3240 89
leaf_count=47 56 46 56 56 47 46 48 3240 89
internal_value=0 -1.87878e-05 -4.46049e-05 -1.02932e-05 0.00137972 0.00259186 -7.08615e-05 -3.94354e-05 -6.78036e-05
internal_weight=0 3684 3638 3582 149 102 3433 3385 3329
internal_count=3731 3684 3638 3582 149 102 3433 3385 3329
is_linear=0
shrinkage=0.0995203


Tree=3420
num_leaves=17
num_cat=0
split_feature=30 1 26 9 20 3 2 3 9 3 5 1 1 1 18 26
split_gain=0.0455101 0.0232671 0.0283139 0.0667739 0.0304872 0.0255612 0.0558719 0.0503204 0.08618 0.0396954 0.0367142 0.0239403 0.0518456 0.0287724 0.0247799 0.020681
threshold=-1.0000000180025095e-35 -0.080085000000000003 0.10144500000000002 0.092465000000000033 -0.13620999999999997 0.084735000000000019 -0.082704999999999987 0.087975000000000012 0.086965000000000028 0.08920500000000002 -0.016815 -0.078509999999999983 -0.077634999999999996 -0.076329999999999995 -0.47082499999999999 0.11746500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 10 8 -7 -9 -6 -3 -13 -14 -15 -16
right_child=1 11 3 -5 5 7 -8 9 -10 -11 -12 12 13 14 15 -17
leaf_value=0.0031348880060390401 -0.0030372989787247374 0.0018750741265326815 0.0026300678405590285 -0.0016416896378033962 -0.0027033786541326124 -0.00085915598941301745 0.0027714243038018953 0.0019153746590677382 -0.0051193791324739358 -0.00053176794691580319 0.00028562803762660204 -0.0031735123240291996 0.0026649326172435849 0.0024373735940386491 0.0002007751895234113 -0.0008247956588531203
leaf_weight=47 46 81 91 60 53 221 72 82 60 329 174 46 46 46 2049 215
leaf_count=47 46 81 91 60 53 221 72 82 60 329 174 46 46 46 2049 215
internal_value=0 1.79784e-05 -0.000343993 0.000927259 -0.000529893 -0.000412679 0.000354391 -0.000745298 -0.00177173 -4.15383e-05 -0.00040864 0.000191495 0.00013438 0.000199313 0.00014986 0.000103021
internal_weight=0 3671 1188 151 1037 991 299 692 281 411 227 2483 2402 2356 2310 2264
internal_count=3718 3671 1188 151 1037 991 299 692 281 411 227 2483 2402 2356 2310 2264
is_linear=0
shrinkage=0.0995203


Tree=3421
num_leaves=8
num_cat=0
split_feature=30 17 18 2 2 27 28
split_gain=0.0369022 0.0262101 0.0169653 0.016742 0.0260714 0.0175585 0.0193991
threshold=-1.0000000180025095e-35 -0.56655999999999984 -0.47082499999999999 -0.241895 -0.19220999999999999 -1.0000000180025095e-35 0.079615000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7
right_child=1 2 3 4 5 6 -8
leaf_value=0.0028229032808524206 -0.0018636028622738172 0.0019127296593487296 0.0018188128302258338 -0.0020036479683534216 -0.001355983960499965 0.0001069893951764988 -0.0017769866810618327
leaf_weight=47 72 48 51 63 87 3295 55
leaf_count=47 72 48 51 63 87 3295 55
internal_value=0 1.6167e-05 5.40003e-05 2.86447e-05 2.3255e-06 3.93331e-05 7.58141e-05
internal_weight=0 3671 3599 3551 3500 3437 3350
internal_count=3718 3671 3599 3551 3500 3437 3350
is_linear=0
shrinkage=0.0995203


Tree=3422
num_leaves=8
num_cat=0
split_feature=4 17 21 2 2 23 4
split_gain=0.0471647 0.0210047 0.0179186 0.0139038 0.0187876 0.0348357 0.016866
threshold=0.15615500000000004 -0.56655999999999984 -0.10223999999999998 -0.241895 -0.19220999999999999 -0.046924999999999994 0.12498500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=-0.001678136853570872 0.0030523399587936558 0.0015819252281177054 0.0016378042015003148 -0.0017343419415732015 -0.0021217809766394683 5.6696771263618012e-06 0.00096677768869003766
leaf_weight=72 51 73 51 62 74 3143 192
leaf_count=72 51 73 51 62 74 3143 192
internal_value=0 4.65851e-06 3.8589e-05 6.36799e-06 -1.73672e-05 1.36196e-05 6.12473e-05
internal_weight=0 3667 3595 3522 3471 3409 3335
internal_count=3718 3667 3595 3522 3471 3409 3335
is_linear=0
shrinkage=0.0995203


Tree=3423
num_leaves=15
num_cat=0
split_feature=30 1 1 26 17 6 9 3 1 1 1 26 0 26
split_gain=0.0294881 0.0181283 0.0241691 0.034714 0.0356491 0.0340467 0.0210973 0.0568473 0.0194797 0.0420966 0.023287 0.0168352 0.0471073 0.0438619
threshold=-1.0000000180025095e-35 -0.080085000000000003 -0.080954999999999985 0.10144500000000002 -0.56655999999999984 0.091295000000000029 0.098465000000000011 0.11025500000000002 -0.078509999999999983 -0.077634999999999996 -0.076329999999999995 0.11746500000000003 -0.075424999999999992 0.11081000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -5 7 -6 -3 -10 -11 13 -13 -12
right_child=1 8 -4 5 6 -7 -8 -9 9 10 11 12 -14 -15
leaf_value=0.0025191158860301513 -0.0030352169357013947 0.0016819855841770995 -0.0022743542715284392 0.0024222462755708442 -0.0001704643692531748 -0.00074762504016813924 0.001750260952647343 -0.0032966438484434276 -0.0028688957478558352 0.0023885061825071204 0.00013998198511196039 0.00063657622329892755 -0.0023093967728993825 0.0030959358269846277
leaf_weight=47 49 81 59 90 827 53 48 62 46 46 2043 117 99 51
leaf_count=47 49 81 59 90 827 53 48 62 46 46 2043 117 99 51
internal_value=0 1.01229e-05 -0.000309365 -0.000205952 -0.000416732 0.00124167 -0.000278926 -0.000389409 0.000163313 0.000111759 0.000170303 0.000125777 -0.000709872 0.000212366
internal_weight=0 3671 1188 1129 986 143 937 889 2483 2402 2356 2310 216 2094
internal_count=3718 3671 1188 1129 986 143 937 889 2483 2402 2356 2310 216 2094
is_linear=0
shrinkage=0.0995203


Tree=3424
num_leaves=23
num_cat=0
split_feature=20 20 3 20 5 5 20 27 1 18 5 3 3 6 1 1 4 4 20 20 18 9
split_gain=0.0130514 0.0478445 0.0268611 0.0264784 0.0316935 0.0739026 0.0246057 0.0228393 0.033063 0.0434853 0.0240335 0.031824 0.0472785 0.020632 0.032802 0.0218151 0.0200299 0.0400314 0.034912 0.0300333 0.0153976 0.0129742
threshold=-0.049534999999999996 -0.058504999999999995 0.11663500000000003 -0.010459999999999999 -0.015824999999999995 -0.338115 -0.077945 -0.038765000000000001 -0.50388999999999995 0.022040000000000008 0.054660000000000007 0.08844500000000001 0.092300000000000021 0.099330000000000016 -0.070654999999999996 -0.093734999999999999 0.10557500000000002 0.087495000000000031 -0.072005 -0.076909999999999992 -0.082304999999999989 0.096305000000000016
decision_type=2 2 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 4 5 -2 20 -5 9 -9 13 -12 -13 15 -15 -10 17 18 19 -1 -4 -8
right_child=3 -3 6 7 -6 -7 21 8 10 -11 11 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00042615798000397113 0.0025788421739488488 -0.0033188677883322095 -0.00143179466819462 -0.0020458172474021167 0.0030511486530998711 -0.0025725644180729953 0.0032479219525726449 0.0032769793514838231 0.0013043510117106622 -0.00059119922721160352 0.0011198207928438133 -0.0032191252206021652 -0.00040393217193928239 0.002799809923869535 0.00017429014964728877 -1.9440233177082704e-05 -0.0019333671958241209 0.0017927411983741093 -0.0028545543866414489 0.0018450310640520874 0.00082250694239866385 0.00088962820219762036
leaf_weight=671 63 47 47 48 68 49 49 73 135 47 83 77 258 76 126 1410 70 91 54 63 83 46
leaf_count=671 63 47 47 48 68 49 49 73 135 47 83 77 258 76 126 1410 70 91 54 63 83 46
internal_value=0 -0.000204898 -7.95359e-05 0.000191566 0.00135494 0.000317792 0.000897171 0.000101456 0.000146921 0.00175512 5.74045e-05 -0.000619957 -0.00105345 0.000219944 0.00116616 9.5701e-05 -0.000311968 -0.000181915 -0.000410991 -0.000230104 1.19286e-06 0.00211463
internal_weight=0 1221 1174 2513 180 112 225 2333 2285 120 2165 418 335 1747 202 1545 949 879 788 734 130 95
internal_count=3734 1221 1174 2513 180 112 225 2333 2285 120 2165 418 335 1747 202 1545 949 879 788 734 130 95
is_linear=0
shrinkage=0.0995203


Tree=3425
num_leaves=10
num_cat=0
split_feature=17 38 0 26 11 11 9 9 9
split_gain=0.0157814 0.0134981 0.0130865 0.019557 0.014977 0.0358331 0.0104975 0.0612121 0.0535274
threshold=-0.56368999999999991 -0.082614999999999994 0.12512500000000001 0.081750000000000031 -0.37179999999999996 -0.090715000000000004 0.094835000000000017 0.095785000000000023 0.094010000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 8 -8 -7
right_child=1 2 3 -5 5 6 7 -9 -10
leaf_value=0.0014384739986459604 0.0015054547570317327 -0.0015001765998290313 -0.0024331363491513149 0.00035796453518368578 0.0027050906815712134 2.4109191450973202e-06 0.0034288184591161853 8.3898030291448185e-05 -0.0027863507010429051
leaf_weight=80 60 62 53 46 50 2582 59 672 70
leaf_count=80 60 62 53 46 50 2582 59 672 70
internal_value=0 2.50625e-05 1.20355e-07 -0.00112799 3.23097e-05 6.02249e-05 2.08924e-05 0.000354991 -7.08903e-05
internal_weight=0 3654 3594 99 3495 3433 3383 731 2652
internal_count=3734 3654 3594 99 3495 3433 3383 731 2652
is_linear=0
shrinkage=0.0995203


Tree=3426
num_leaves=11
num_cat=0
split_feature=2 38 0 0 3 5 11 11 27 7
split_gain=0.0117003 0.0108679 0.0127874 0.0261793 0.027041 0.0249858 0.0179726 0.0279735 0.015254 0.0178858
threshold=-0.241895 -0.082614999999999994 0.019150000000000004 0.047575000000000013 0.11089500000000001 0.27139000000000008 -0.37179999999999996 -0.090715000000000004 -0.032854999999999995 0.099030000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 -5 -3 -8 -9 -10
right_child=1 2 3 4 -6 -7 7 8 9 -11
leaf_value=0.0014173594116171158 0.0013556316982145642 -0.0017438718507242006 -0.002621871550522078 -0.00048964548398428074 -0.0020714868432295348 0.0021800491919492654 0.0024969937463089988 0.0014445358107446479 4.8429806421822535e-05 -0.0017950460339112562
leaf_weight=61 60 54 54 88 53 57 47 76 3131 53
leaf_count=61 60 54 54 88 53 57 47 76 3131 53
internal_value=0 2.71696e-05 4.88165e-06 -0.000678629 -0.000144519 0.000554175 5.63733e-05 8.60171e-05 5.10064e-05 1.74867e-05
internal_weight=0 3673 3613 252 198 145 3361 3307 3260 3184
internal_count=3734 3673 3613 252 198 145 3361 3307 3260 3184
is_linear=0
shrinkage=0.0995203


Tree=3427
num_leaves=11
num_cat=0
split_feature=17 30 30 3 3 19 19 19 17 3
split_gain=0.01226 0.0109034 0.0131402 0.00919569 0.0371088 0.0150567 0.0233898 0.0182369 0.0175234 0.0168396
threshold=-0.56368999999999991 0.10801000000000002 0.12577500000000003 0.15108000000000005 0.17152000000000003 0.13612500000000002 0.11507000000000002 0.10583000000000002 0.51544000000000012 0.10214500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 7 8 -2 -8
right_child=1 2 -4 4 -6 -7 9 -9 -10 -11
leaf_value=0.0012639985506870857 -2.7119493721927852e-05 0.0022068935607432744 -8.2498819278431713e-05 -0.0031075036646710835 0.00039510279520710837 0.001444989877683583 -0.00033568885899222766 0.001537249886433124 0.0016627023835812278 -0.0026182204473206186
leaf_weight=80 3079 49 49 46 85 72 77 79 62 56
leaf_count=80 3079 49 49 46 85 72 77 79 62 56
internal_value=0 1.82035e-05 0.00105384 -1.01076e-05 -0.000828572 2.09582e-05 -9.37638e-06 4.3798e-05 5.97519e-06 -0.00130291
internal_weight=0 3654 98 3556 131 3425 3353 3220 3141 133
internal_count=3734 3654 98 3556 131 3425 3353 3220 3141 133
is_linear=0
shrinkage=0.0995203


Tree=3428
num_leaves=24
num_cat=0
split_feature=12 20 26 26 18 2 2 2 2 2 21 21 5 5 3 18 21 3 2 2 2 21 3
split_gain=0.0206089 0.0139949 0.0287843 0.0256401 0.0243808 0.0216501 0.0521954 0.0602091 0.060263 0.0507713 0.0341594 0.0306974 0.0164903 0.0305343 0.0243306 0.0309363 0.107152 0.0282031 0.0171169 0.0651046 0.0634517 0.0161773 0.00726976
threshold=0.097490000000000021 -0.076005000000000003 -0.091484999999999997 -0.15514999999999998 -0.40801999999999999 -0.076254999999999989 -0.078244999999999995 -0.079555000000000001 -0.082025000000000001 -0.045109999999999997 0.09296500000000002 0.086925000000000016 0.12043500000000003 0.089620000000000019 0.090050000000000033 -0.10082999999999999 0.093175000000000022 0.086775000000000033 -0.079739999999999991 -0.078914999999999999 -0.081204999999999986 0.10068500000000002 0.11089500000000001
decision_type=2 2 2 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 21 -3 6 7 8 -4 -7 11 -11 13 18 17 16 -16 -14 20 -20 -6 -1 -17
right_child=-2 4 5 -5 12 9 -8 -9 -10 10 -12 -13 14 -15 15 22 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.0013549033094861981 0.0018908591749477207 0.0018512071103935618 -0.0010203278188998463 0.0025404706628303318 4.7491727636595918e-05 -0.00435694558725821 0.0026468503471158691 -0.0039614145943465415 0.001424516883425867 -0.00036765629039253321 0.0012471276140982751 -0.0032648937285282959 -6.3703967906123939e-05 0.002623604929118764 0.0044252084966901464 -0.00040710108955294329 -0.0021247447536816197 -0.0031521775898424938 0.0037091761387036508 0.00013467319620103773 -0.0022035367920752681 0.001217240340164545 -0.001780073250812863
leaf_weight=51 53 71 320 56 930 47 54 48 145 91 61 61 53 46 52 108 47 67 53 1073 143 46 61
leaf_count=51 53 71 320 56 930 47 54 48 145 91 61 61 53 46 52 108 47 67 53 1073 143 46 61
internal_value=0 -8.52138e-05 -0.000407475 0.000844179 3.12794e-05 -0.000640029 -0.000293385 -0.00060448 -0.000256196 -0.00139283 -0.000734932 -0.00153575 -1.74849e-05 8.57352e-05 -0.000616834 -8.62767e-05 0.00130737 -0.00179492 3.22742e-05 0.00030365 -0.000251743 -0.000126684 -0.000907515
internal_weight=0 3684 980 153 2704 827 567 513 465 260 213 152 2633 2245 388 268 99 120 2199 1126 1073 97 169
internal_count=3737 3684 980 153 2704 827 567 513 465 260 213 152 2633 2245 388 268 99 120 2199 1126 1073 97 169
is_linear=0
shrinkage=0.0995203


Tree=3429
num_leaves=13
num_cat=0
split_feature=11 2 7 2 0 21 17 2 1 21 3 0
split_gain=0.0151109 0.0129743 0.0134066 0.0128887 0.03007 0.0300937 0.0188611 0.021285 0.0212359 0.026746 0.0222742 0.0165701
threshold=0.063835000000000017 0.50951500000000005 -0.10984999999999999 0.12185000000000003 -0.13752999999999999 0.08846500000000003 0.51174000000000019 -0.077115000000000003 0.2705800000000001 -0.035574999999999996 0.13775000000000004 -0.074264999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 8 -8 10 -10 -4 -6
right_child=-2 -3 3 4 11 -7 7 -9 9 -11 -12 -13
leaf_value=-0.0015740418919949894 0.0015281237162407227 0.0015830217314046528 -0.00015205575694615312 0.0037957107655114692 -0.0018521380084508615 0.00039497836191816659 -0.00034631761704740456 0.0020071453611480859 -0.0031745291527011895 -0.00054743461724777163 0.0013513292371328165 0.00051100296029728243
leaf_weight=60 59 46 2843 46 48 60 68 85 48 198 101 75
leaf_count=60 59 46 2843 46 48 60 68 85 48 198 101 75
internal_value=0 -7.6836e-05 -9.80838e-05 -7.30625e-05 0.000648658 0.00187849 -0.000122746 0.000955812 -0.000174733 -0.00106337 -0.000100201 -0.000404543
internal_weight=0 3678 3632 3572 229 106 3343 153 3190 246 2944 123
internal_count=3737 3678 3632 3572 229 106 3343 153 3190 246 2944 123
is_linear=0
shrinkage=0.0995203


Tree=3430
num_leaves=13
num_cat=0
split_feature=9 29 26 5 2 11 8 18 21 0 0 26
split_gain=0.0180505 0.0278588 0.0268891 0.0155353 0.017944 0.017733 0.020235 0.0578788 0.036972 0.0220163 0.0399485 0.0243572
threshold=0.11479000000000002 -0.10671499999999999 0.11861500000000001 0.63455500000000009 -0.24163499999999999 -0.23394000000000001 0.041960000000000011 0.0020050000000000003 0.091040000000000024 -0.072274999999999992 -0.073464999999999989 0.10038000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 9 8 -8 10 -7 -11
right_child=1 2 -4 -5 5 6 7 -9 -10 11 -12 -13
leaf_value=-0.0018973583037426756 -0.0012071726747942399 0.0026692309556158983 0.00020442165134359919 0.0015119049417606336 0.0015396940406232126 -0.00012019933843228487 0.00077102781561474748 0.0036189535323838304 -0.0024953486211029964 -0.00038127281070456646 0.0027788499004177416 -0.0018451131951310524
leaf_weight=56 52 86 91 58 64 2416 127 54 47 491 48 147
leaf_count=56 52 86 91 58 64 2416 127 54 47 491 48 147
internal_value=0 0.000809534 0.00140664 -0.000102222 -0.000129595 -0.000100186 -0.000131949 0.000772205 -0.000106565 -0.000198669 -6.33921e-05 -0.000719836
internal_weight=0 229 177 3508 3450 3394 3330 228 174 3102 2464 638
internal_count=3737 229 177 3508 3450 3394 3330 228 174 3102 2464 638
is_linear=0
shrinkage=0.0995203


Tree=3431
num_leaves=20
num_cat=0
split_feature=12 9 9 9 2 6 8 2 9 2 9 20 29 20 18 20 6 9 18
split_gain=0.0149099 0.0122389 0.0310279 0.0262016 0.0486555 0.0302738 0.0253375 0.0245769 0.0390493 0.0217114 0.0369993 0.0186365 0.0309108 0.0291522 0.0366873 0.022719 0.0237483 0.0173845 0.0144353
threshold=0.097490000000000021 0.094085000000000016 0.093535000000000021 0.09550500000000002 -0.078994999999999996 -0.095324999999999993 -0.049499999999999995 -0.080069999999999988 0.098465000000000011 -0.077604999999999993 0.097510000000000027 -0.049534999999999996 0.093650000000000025 -0.066104999999999983 0.088635000000000019 -0.017315000000000001 0.11056500000000001 0.092605000000000021 -0.055464999999999993
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 -3 6 -5 8 -7 -9 -11 12 13 14 -1 -13 17 -17 -10
right_child=-2 3 -4 5 -6 7 -8 9 18 10 -12 15 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.00084243496556736248 0.001615232929968862 0.0039195146553874663 -0.0026492711214760418 3.6217597034658774e-05 -0.00010064058261124878 -0.0025945568427280978 -0.0027517680063300666 0.0026099497285428548 0.0017275532279365741 -0.0016462702213813961 0.00092933038501411013 0.0017657077184350643 0.0019589663213931408 -0.0030190746293732853 0.00079166845773819168 -7.210811579120258e-07 -0.0019116602842578171 0.0018128836614954458 -0.00050843784041031451
leaf_weight=631 53 52 49 64 69 65 64 54 50 67 311 74 48 48 173 1682 63 54 66
leaf_count=631 53 52 49 64 69 65 64 54 50 67 311 74 48 48 173 1682 63 54 66
internal_value=0 -6.55532e-05 -0.000165984 0.000262286 0.00162026 3.94326e-05 -0.00135138 0.000331183 -0.00063992 0.000739951 0.000470643 -0.000121808 -0.000494094 -0.000633255 -0.0004898 5.66429e-05 -1.32027e-05 5.52214e-05 0.000448295
internal_weight=0 3684 2822 862 121 741 128 613 181 432 378 2773 900 852 804 1873 1799 1736 116
internal_count=3737 3684 2822 862 121 741 128 613 181 432 378 2773 900 852 804 1873 1799 1736 116
is_linear=0
shrinkage=0.0995203


Tree=3432
num_leaves=18
num_cat=0
split_feature=12 11 4 4 26 9 5 5 1 1 5 5 8 5 26 5 6
split_gain=0.0166726 0.0139602 0.0240557 0.0202322 0.0135491 0.0283757 0.0651857 0.0421825 0.0344927 0.0816519 0.0136854 0.05492 0.045809 0.0313485 0.0482348 0.0273483 0.0184078
threshold=0.094205000000000025 -0.11166 0.13954000000000003 0.13752500000000004 0.10144500000000002 0.092465000000000033 -0.080119999999999983 -0.013125 -0.079629999999999992 -0.076329999999999995 0.22078000000000006 0.27139000000000008 -0.079585000000000003 0.10942500000000002 0.083760000000000015 0.066815000000000027 -0.074569999999999984
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 10 6 -6 -8 -7 -10 13 12 -12 15 -15 -3 -13
right_child=-2 2 -4 -5 5 8 7 -9 9 -11 11 16 -14 14 -16 -17 -18
leaf_value=-0.0002033836111058202 -0.0016591454070702795 1.9360689778693793e-05 -0.001668660181938263 0.0026869357994020932 0.004596671819720604 -0.002013110948443152 -0.0019988144199310949 0.0022621249971784482 0.003973296920652819 -0.00024528359039639226 -0.00023356003233511783 0.0017704230183253219 -0.003927075333853375 0.0035840338080290082 -0.00037909562526677437 -0.0023329778095576279 -0.00018773557092357303
leaf_weight=48 59 2311 84 47 50 66 46 46 55 260 62 56 73 61 60 50 313
leaf_count=48 59 2311 84 47 50 66 46 46 55 260 62 56 73 61 60 50 313
internal_value=0 2.71473e-05 -4.10999e-06 0.00121795 3.55035e-05 0.000502906 0.00170385 0.000122757 5.3163e-05 0.000488696 -4.60882e-05 -0.000519035 -0.00223686 4.96194e-05 0.00161208 -3.01092e-05 0.000107219
internal_weight=0 3688 3593 95 3509 523 142 92 381 315 2986 504 135 2482 121 2361 369
internal_count=3747 3688 3593 95 3509 523 142 92 381 315 2986 504 135 2482 121 2361 369
is_linear=0
shrinkage=0.0995203


Tree=3433
num_leaves=9
num_cat=0
split_feature=3 4 4 8 8 26 3 21
split_gain=0.0142218 0.0159318 0.024555 0.0180609 0.0146136 0.0129787 0.0360589 0.0238387
threshold=-0.15154999999999999 0.14903500000000006 0.13954000000000003 -0.51030999999999993 -0.409445 0.11081000000000002 0.090595000000000023 0.14016000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 -6
right_child=1 -3 -4 4 5 6 -8 -9
leaf_value=-0.0015194228554252377 0.0016884528437958531 0.0015122846378962307 -0.001905574962960146 -0.0015128987457727287 4.7980945834892202e-06 0.0028829442528607772 0.0001711306017917464 -0.0017466881217851548
leaf_weight=60 64 70 66 62 2955 57 334 79
leaf_count=60 64 70 66 62 2955 57 334 79
internal_value=0 2.51824e-05 -3.3713e-06 3.17531e-05 1.11148e-06 2.87574e-05 0.000568553 -4.05377e-05
internal_weight=0 3687 3617 3551 3487 3425 391 3034
internal_count=3747 3687 3617 3551 3487 3425 391 3034
is_linear=0
shrinkage=0.0995203


Tree=3434
num_leaves=10
num_cat=0
split_feature=12 11 27 4 4 29 29 1 2
split_gain=0.0120714 0.0113131 0.0288386 0.0186532 0.0114468 0.0279727 0.0217066 0.0157235 0.0147977
threshold=0.094205000000000025 -0.11166 0.093990000000000018 0.13954000000000003 0.12498500000000003 -0.08781499999999999 0.098035000000000025 0.25544500000000009 0.14153500000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 8 -6 -7
right_child=-2 3 -4 -5 7 6 -8 -9 -10
leaf_value=0.0028875757577004162 -0.0014118400434910015 -0.0024411842443638645 -0.00057110877250332061 -0.0014708764758970781 -0.00042940319153877521 2.7632487112875964e-05 -0.0019489250657938079 0.0019137127982136618 0.0013509400665123546
leaf_weight=46 59 46 49 84 46 3205 54 72 86
leaf_count=46 59 46 49 84 46 3205 54 72 86
internal_value=0 2.30191e-05 0.00109501 -5.0967e-06 2.97585e-05 -3.5314e-06 2.97462e-05 0.000993357 6.24618e-05
internal_weight=0 3688 95 3593 3509 3391 3345 118 3291
internal_count=3747 3688 95 3593 3509 3391 3345 118 3291
is_linear=0
shrinkage=0.0995203


Tree=3435
num_leaves=19
num_cat=0
split_feature=3 6 8 8 8 4 8 8 4 4 6 20 6 4 4 5 8 3
split_gain=0.0113252 0.0668089 0.0178854 0.017001 0.0449566 0.0298804 0.0132436 0.0361088 0.0266545 0.0154102 0.0163518 0.0387901 0.0280341 0.0148274 0.0195124 0.0122089 0.00909897 0.0116857
threshold=0.083875000000000019 0.087075000000000027 -0.13559999999999997 -0.090809999999999988 -0.085289999999999991 0.11181500000000001 -0.11187999999999999 -0.099434999999999996 0.13146500000000003 0.11905500000000004 -0.14765999999999999 0.047510000000000011 -0.104035 0.13271500000000006 0.11599000000000002 -0.011764999999999999 -0.47145500000000001 0.10038500000000002
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 15 13 -8 9 10 11 -9 -12 14 16 -6 -2 -18
right_child=6 -3 3 4 5 -7 7 8 -10 -11 12 -13 -14 -15 -16 -17 17 -19
leaf_value=-0.0016884654558020139 -0.00049880051070566231 -0.0040260731007288868 0.001825219308942017 -0.002879873959792494 0.00054940829799374538 -0.0011238732567727793 -0.0023449269468542398 -0.0026055802904357012 -0.0016319747148635581 0.001885711426037135 0.0015704479728020642 0.00047581300851052172 5.4630206326469097e-05 0.0018001388066577464 -0.0014650954502650249 0.00256323096423229 0.00029174572429851244 0.0020601252592406592
leaf_weight=54 46 47 57 46 64 65 64 73 91 47 127 90 2531 84 51 58 84 68
leaf_count=54 46 47 57 46 64 65 64 73 91 47 127 90 2531 84 51 58 84 68
internal_value=0 -0.000506552 -2.33066e-05 0.000283935 -8.96045e-05 0.000592395 5.93969e-05 -5.95028e-06 4.43627e-05 9.78373e-05 6.77598e-05 -0.000899176 0.000127364 0.000655082 0.000265509 0.00151351 0.000715406 0.00108825
internal_weight=0 391 344 290 233 187 3356 3023 2959 2868 2821 163 2658 333 249 122 198 152
internal_count=3747 391 344 290 233 187 3356 3023 2959 2868 2821 163 2658 333 249 122 198 152
is_linear=0
shrinkage=0.0995203


Tree=3436
num_leaves=11
num_cat=0
split_feature=12 19 18 18 18 18 8 18 8 1
split_gain=0.0346139 0.0192512 0.0259537 0.0121316 0.01405 0.0265052 0.0775289 0.0247729 0.020149 0.0205624
threshold=-0.082629999999999995 0.13612500000000002 0.26473000000000008 -0.47082499999999999 -0.0079049999999999988 -0.011569999999999999 -0.08569499999999998 -0.022504999999999997 -0.49499500000000002 0.62198500000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 -5 -6 -10
right_child=1 -3 -4 4 8 6 -8 -9 9 -11
leaf_value=-0.002321141151829474 0.0016189385720816816 0.0015673767392686013 -0.002258799345457686 -0.00022699298465252436 -0.0014076126842841685 0.0012197375049451888 -0.0040571433873138772 0.0010131103879610455 0.00022256239821385728 0.0023564152267543919
leaf_weight=62 48 81 49 1340 73 50 61 181 1757 46
leaf_count=62 48 81 49 1340 73 50 61 181 1757 46
internal_value=0 4.99699e-05 1.56485e-05 4.72196e-05 2.54803e-05 -0.000187793 -0.0016728 -7.88816e-05 0.000211451 0.000277458
internal_weight=0 3686 3605 3556 3508 1632 111 1521 1876 1803
internal_count=3748 3686 3605 3556 3508 1632 111 1521 1876 1803
is_linear=0
shrinkage=0.0995203


Tree=3437
num_leaves=18
num_cat=0
split_feature=12 26 26 18 18 9 1 20 26 8 26 9 20 0 7 0 0
split_gain=0.0280679 0.0142191 0.0508625 0.0307718 0.0522561 0.0425739 0.0416923 0.0352128 0.0580196 0.0509456 0.0264127 0.0402978 0.0159923 0.0150742 0.0125163 0.0170534 0.0172765
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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 7 -6 -5 -3 -9 -10 -8 -12 -2 -13 -14 -16 -17
right_child=1 3 -4 6 5 -7 10 8 9 -11 11 13 14 -15 15 16 -18
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leaf_weight=62 75 76 53 78 70 74 46 90 300 281 47 49 68 48 54 80 2197
leaf_count=62 75 76 53 78 70 74 46 90 300 281 47 49 68 48 54 80 2197
internal_value=0 4.5019e-05 -8.71002e-05 0.000333788 5.15917e-05 -0.00168323 0.00126893 0.000387111 0.000617955 0.000252189 0.00046856 -0.000189345 -2.14169e-05 0.000963381 2.29859e-05 -1.54925e-05 -5.7294e-05
internal_weight=0 3686 2527 1159 891 144 268 747 671 581 190 144 2474 97 2399 2331 2277
internal_count=3748 3686 2527 1159 891 144 268 747 671 581 190 144 2474 97 2399 2331 2277
is_linear=0
shrinkage=0.0995203


Tree=3438
num_leaves=8
num_cat=0
split_feature=4 19 18 21 9 18 35
split_gain=0.0198371 0.015286 0.0193048 0.0148565 0.0143925 0.0352524 0.0163979
threshold=0.14646500000000004 0.13612500000000002 0.26473000000000008 0.15544000000000005 0.14805500000000002 0.14994000000000005 -0.083194999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.0018226251179705665 -0.0014678131521262021 0.0014048396538497085 -0.0019897617791931666 0.0016786254218173991 -0.001644385187987017 0.0023912281443590447 -3.0034564770149098e-05
leaf_weight=48 88 80 47 54 51 62 3318
leaf_count=48 88 80 47 54 51 62 3318
internal_value=0 4.41907e-05 1.35565e-05 4.04387e-05 1.47759e-05 3.96989e-05 -3.37195e-06
internal_weight=0 3660 3580 3533 3479 3428 3366
internal_count=3748 3660 3580 3533 3479 3428 3366
is_linear=0
shrinkage=0.0995203


Tree=3439
num_leaves=20
num_cat=0
split_feature=12 20 3 21 3 3 20 18 4 5 3 17 17 7 8 17 17 8 8
split_gain=0.0215036 0.0113156 0.0265199 0.036898 0.0541946 0.0911834 0.0738185 0.0454993 0.0320236 0.0476148 0.0309276 0.0527856 0.0128508 0.0131492 0.0177645 0.0421609 0.0207239 0.0303704 0.00989375
threshold=-0.082629999999999995 -0.080434999999999993 0.10457000000000002 0.08500000000000002 0.090765000000000026 0.087235000000000021 -0.088334999999999983 -0.0032949999999999998 0.10557500000000002 0.40249000000000007 0.087625000000000022 -0.0088649999999999996 -0.56655999999999984 0.078295000000000017 0.10228000000000002 -1.0000000180025095e-35 -0.54441499999999998 0.056535000000000009 -0.013304999999999999
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 -5 -6 10 9 -4 -2 -12 -3 14 16 -16 -14 -18 -15
right_child=1 12 8 4 6 -7 -8 -9 -10 -11 11 -13 13 18 15 -17 17 -19 -20
leaf_value=-0.0018301360309867737 0.0013599305127080428 -0.0013505364056559017 0.0030717596964415258 -0.0026511634342314028 -0.00044029764916981272 0.0018270178027595077 -0.0057713455874288328 0.0026126787881902164 -0.00093096897927333203 -0.00079027165948902692 0.0002541725751846184 -0.0036412165237687563 0.0017605806485686266 2.6572950824481882e-05 -0.00020375108167804934 0.0033957353300064579 0.0001462326890703724 -0.0020828910736029205 -0.001998708686897038
leaf_weight=62 60 57 82 90 49 90 55 59 80 51 84 58 76 46 75 56 2508 62 48
leaf_count=62 60 57 82 90 49 90 55 59 80 51 84 58 76 46 75 56 2508 62 48
internal_value=0 3.87405e-05 -0.000303648 -0.000672384 -0.00145771 -0.000407525 -0.00326747 0.000179013 0.000635989 0.00158468 -0.000527758 -0.00133114 0.000127658 0.00015729 0.000196722 0.00132871 0.000140369 9.21376e-05 -0.000998905
internal_weight=0 3686 758 545 284 180 104 261 213 133 202 142 2928 2871 2777 131 2646 2570 94
internal_count=3748 3686 758 545 284 180 104 261 213 133 202 142 2928 2871 2777 131 2646 2570 94
is_linear=0
shrinkage=0.0995203


Tree=3440
num_leaves=18
num_cat=0
split_feature=27 28 26 26 20 8 20 18 18 2 0 0 18 0 18 20 2
split_gain=0.0376754 0.0247978 0.0198749 0.0375757 0.0239533 0.0653902 0.056051 0.0241343 0.0634084 0.0402828 0.0235586 0.0353333 0.0190603 0.0319428 0.0314736 0.0275645 0.0185847
threshold=0.11129500000000002 0.082705000000000015 0.083705000000000016 0.082250000000000031 -0.081945000000000004 -0.086154999999999995 -0.080869999999999984 0.090025000000000022 0.087505000000000013 -0.077115000000000003 -0.085474999999999982 -0.083995 -0.096219999999999986 -0.083514999999999992 -0.091229999999999992 -0.06470999999999999 0.096520000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 -4 -6 8 -8 -9 -7 -12 13 -1 -14 -16 -15
right_child=-2 -3 4 -5 6 10 7 9 -10 -11 11 -13 14 16 15 -17 -18
leaf_value=0.0025364360767863576 -0.0019823520562544847 0.002384690261501619 0.0036049889635098491 -0.0024849974642897864 -0.0027670275774308319 -0.0017952101381681364 0.00031918122869737401 -0.0011207460660247509 0.0036841042510135941 0.00077031243524447045 0.0029592444991521443 -0.00033682387763757539 -0.0027697891828482655 -0.00045460543905936066 -0.00087264862795385369 0.0002009398067218289 0.0016978972746428767
leaf_weight=67 87 47 77 68 63 46 1305 280 58 185 49 93 48 168 358 698 52
leaf_count=67 87 47 77 68 63 46 1305 280 58 185 49 93 48 168 358 698 52
internal_value=0 0.000112814 8.30502e-05 -0.000200291 0.000275171 0.00116175 0.000150495 0.000251492 0.00046297 -0.000366629 0.00015671 0.000794787 -8.80124e-05 0.000633653 -0.000276361 -0.000162248 5.04472e-05
internal_weight=0 3662 3615 1459 2156 265 1891 1828 1363 465 188 142 1391 287 1104 1056 220
internal_count=3749 3662 3615 1459 2156 265 1891 1828 1363 465 188 142 1391 287 1104 1056 220
is_linear=0
shrinkage=0.0995203


Tree=3441
num_leaves=19
num_cat=0
split_feature=27 20 20 26 1 20 1 5 20 20 4 1 2 18 18 18 2 18
split_gain=0.0305506 0.0179496 0.0457322 0.106098 0.0342369 0.0966272 0.0406714 0.0389029 0.0400699 0.0283082 0.0170698 0.0152098 0.0250036 0.0118632 0.0366698 0.033824 0.0278169 0.022615
threshold=0.11129500000000002 -0.083495 -0.081945000000000004 0.084685000000000024 -0.0068249999999999995 -0.089224999999999985 -0.011155 -0.014374999999999999 -0.10068000000000001 -0.080869999999999984 0.085230000000000014 0.060860000000000011 -0.079284999999999994 0.096280000000000018 0.10085500000000001 0.09365500000000003 0.14153500000000005 0.090025000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 11 7 -1 10 -4 -9 -6 -13 15 -15 17 -16 -11
right_child=-2 2 9 -5 5 -7 -8 8 -10 13 -12 12 -14 14 16 -17 -18 -19
leaf_value=-0.0023944005868863022 -0.0017850680055238191 -0.0012094707786614448 -0.0016872460262862801 0.0052830226119027837 -0.0014626240651126532 -0.0052411426486349928 0.0019948820313692279 -0.0019881508195591438 0.002505610349642506 0.0002772493810319938 0.00043060640848684753 0.0021039052791296544 -0.0010538249400579526 -0.0027945425754576543 -0.00025663599008401679 0.0028560444110726198 0.0022343596434888572 -0.0012505450314500919
leaf_weight=73 87 46 83 54 61 50 91 55 57 2287 60 50 49 51 396 49 50 100
leaf_count=73 87 46 83 54 61 50 91 55 57 2287 60 50 49 51 396 49 50 100
internal_value=0 0.000101587 0.000193998 0.00228829 -0.000424302 -0.00142161 0.00019658 -0.00046802 0.000344813 0.000124287 -0.000719072 -0.000222889 0.00053272 0.000175831 -0.000266462 0.000266404 2.07883e-05 0.000212902
internal_weight=0 3662 3116 100 546 210 336 245 172 3016 115 160 99 2933 497 2436 446 2387
internal_count=3749 3662 3116 100 546 210 336 245 172 3016 115 160 99 2933 497 2436 446 2387
is_linear=0
shrinkage=0.0995203


Tree=3442
num_leaves=17
num_cat=0
split_feature=27 20 20 26 0 20 3 18 3 21 20 0 0 0 8 3
split_gain=0.0247713 0.0145534 0.0370508 0.0860646 0.0339189 0.0276006 0.0412131 0.0698208 0.04522 0.0469671 0.0229552 0.0205444 0.12899 0.039083 0.0223189 0.0222863
threshold=0.11129500000000002 -0.083495 -0.081945000000000004 0.084685000000000024 -0.14795 -0.085204999999999989 0.087625000000000022 -0.082019999999999996 0.090595000000000023 0.091040000000000024 -0.080869999999999984 -0.071029999999999996 -0.072529999999999997 -0.069569999999999993 0.11446000000000002 0.087675000000000017
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 -6 -8 -10 -4 12 15 -13 -15 -12
right_child=-2 2 10 -5 5 -7 8 -9 9 -11 11 13 -14 14 -16 -17
leaf_value=-0.0023790942815425753 -0.0016074176483123019 -0.0010891040131809967 -0.0015193311620338456 0.0047572553309796588 0.0041750489733571941 -0.0018824114169092251 -0.0030579800561365551 -0.00090576787841488806 0.0013991568814617637 -0.0013961765488739784 0.00061401902447882494 -0.0029463724076472585 0.0052124945147671289 -0.00026853334036058195 0.0016784815885193772 -5.3841228718727627e-05
leaf_weight=73 87 46 83 54 60 71 51 48 139 104 787 51 52 651 64 1328
leaf_count=73 87 46 83 54 60 71 51 48 139 104 787 51 52 651 64 1328
internal_value=0 9.14102e-05 0.000174639 0.00205974 -0.000382075 -7.21361e-05 0.000245553 0.00190933 -0.000362846 0.000199431 0.000111864 0.000158304 0.000315082 -0.000284148 -9.311e-05 0.000194285
internal_weight=0 3662 3116 100 546 473 402 108 294 243 3016 2933 2167 766 715 2115
internal_count=3749 3662 3116 100 546 473 402 108 294 243 3016 2933 2167 766 715 2115
is_linear=0
shrinkage=0.0995203


Tree=3443
num_leaves=13
num_cat=0
split_feature=10 11 20 21 21 0 20 21 6 20 28 26
split_gain=0.0281002 0.0137031 0.0136168 0.0375932 0.079394 0.0396759 0.0322656 0.0678571 0.0238953 0.0194129 0.0155518 0.0164469
threshold=0.093790000000000026 -0.364875 -0.083495 0.11347500000000002 0.098000000000000018 -0.14795 -0.081945000000000004 0.087365000000000012 -0.086254999999999984 -0.080869999999999984 0.080375000000000016 -0.091484999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -4 -7 -8 11 -11
right_child=-2 2 6 -5 -6 8 9 -9 -10 10 -12 -13
leaf_value=-0.001266147776431115 -0.002004231596798558 -0.0026942772697296012 -0.00060632697998399675 0.0020528093247348797 -0.0042049208083480283 0.0019761298133215252 -0.0013681268935049516 0.0045924686732657346 -0.00016980238759338061 -0.00090208498495376204 0.0017614002394276387 0.00019597901275600512
leaf_weight=73 65 54 50 57 55 62 83 49 298 142 60 2701
leaf_count=73 65 54 50 57 55 62 83 49 298 142 60 2701
internal_value=0 8.28909e-05 0.00011039 -0.000357096 -0.00065173 -0.00017771 0.000190363 0.00195855 0.000197501 0.000131465 0.000174622 0.000140846
internal_weight=0 3684 3611 526 469 414 3085 99 360 2986 2903 2843
internal_count=3749 3684 3611 526 469 414 3085 99 360 2986 2903 2843
is_linear=0
shrinkage=0.0995203


Tree=3444
num_leaves=16
num_cat=0
split_feature=26 26 9 9 3 3 26 6 9 9 18 26 9 9 1
split_gain=0.0181938 0.0384343 0.0266722 0.0906431 0.103318 0.0482613 0.0389378 0.0756048 0.0491971 0.0460985 0.0175459 0.0192214 0.0192353 0.0158516 0.0206618
threshold=0.093245000000000022 0.092385000000000023 0.088510000000000019 0.091690000000000021 0.090595000000000023 0.10293500000000001 0.096275000000000013 0.094510000000000025 0.09518500000000002 0.09667000000000002 0.23251500000000005 0.091570000000000026 0.12652000000000005 0.10744000000000002 -0.082344999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 5 -4 -5 -2 7 -6 -8 -10 11 12 13 14 -1
right_child=2 -3 3 4 6 -7 8 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.00050391353743334125 0.0031190939818838293 -0.0026663706465021096 -0.0034779345390216388 0.004730455641691971 -0.00018103686388999885 -0.00030767099358966526 -0.0024699302703951199 0.0048163916154054538 0.0026974023533699394 -0.00030849374650929168 -0.0017067206123492593 0.0016784866194464411 0.0015843488976222113 -0.0017224332176142894 0.00010586736632563888
leaf_weight=801 88 58 63 52 82 75 86 47 60 319 64 63 67 60 1755
leaf_count=801 88 58 63 52 82 75 86 47 60 319 64 63 67 60 1755
internal_value=0 -0.000130114 0.000388977 0.000123812 0.000476334 0.00153734 0.00010254 0.00163339 -0.000320386 0.000165214 -7.7473e-05 -3.92025e-05 -7.9841e-05 -0.000122777 -8.49057e-05
internal_weight=0 2868 872 709 646 163 594 129 465 379 2810 2746 2683 2616 2556
internal_count=3740 2868 872 709 646 163 594 129 465 379 2810 2746 2683 2616 2556
is_linear=0
shrinkage=0.0995203


Tree=3445
num_leaves=17
num_cat=0
split_feature=30 21 26 26 2 2 2 1 21 6 2 2 21 4 1 1
split_gain=0.0169304 0.0381368 0.0144354 0.0314415 0.0237048 0.0753744 0.0558019 0.029509 0.0258151 0.0231608 0.015278 0.0173735 0.0533028 0.0209538 0.0145713 0.0141074
threshold=0.12076500000000003 0.16638500000000003 0.093245000000000022 0.092385000000000023 -0.081204999999999986 -0.079149999999999984 -0.090919999999999987 -0.076090000000000005 0.11678500000000003 0.089985000000000023 0.31534000000000012 0.11241000000000002 0.10143500000000001 0.084755000000000025 -0.078729999999999994 0.41291000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 6 -6 -4 14 -9 -8 11 13 -13 -1 -7 -12
right_child=-2 -3 4 -5 5 7 9 8 -10 -11 15 12 -14 -15 -16 -17
leaf_value=7.6140699158029987e-05 0.0017248971764479387 -0.0028508486425855586 -0.00060158955586054827 -0.0024010129698181656 -0.0032841367406911625 0.0009289046611545747 0.0011632565088983619 -0.00028705852374158594 0.0015892258135467865 0.0041432169429042234 -0.0025500334767599468 -0.0001079520322926718 0.0035499893703292156 -0.00061099429433160532 0.0031639726161318271 -0.00012848891243328868
leaf_weight=1850 55 47 82 58 60 79 47 394 89 60 46 145 54 576 47 51
leaf_count=1850 55 47 82 58 60 79 47 394 89 60 46 145 54 576 47 51
internal_value=0 -3.40923e-05 2.07297e-06 -0.000107833 0.000359134 7.97939e-05 0.00134358 0.00041256 5.69803e-05 0.00284191 -5.86698e-05 -1.30313e-05 0.000880542 -8.66669e-05 0.00176912 -0.00128529
internal_weight=0 3685 3638 2780 858 669 189 609 483 107 2722 2625 199 2426 126 97
internal_count=3740 3685 3638 2780 858 669 189 609 483 107 2722 2625 199 2426 126 97
is_linear=0
shrinkage=0.0995203


Tree=3446
num_leaves=13
num_cat=0
split_feature=6 17 26 3 0 21 1 1 4 9 4 4
split_gain=0.0142112 0.0270409 0.0162267 0.0294512 0.0273761 0.0386212 0.015122 0.0252582 0.0290398 0.0140007 0.0329796 0.0248946
threshold=0.14653500000000005 -0.088525000000000006 0.12086000000000002 0.09482500000000002 -0.066264999999999991 0.098250000000000018 -0.55579999999999996 -0.50158499999999984 0.088435000000000027 -0.25326499999999996 0.14039500000000002 0.13542500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 5 -5 -1 8 -8 -9 11 -11
right_child=1 -3 3 4 -6 -7 7 9 -10 10 -12 -13
leaf_value=0.0017672049151576785 -0.0027903172078046204 8.2000809416372903e-05 0.0029510485643581916 -0.0022544419162829495 0.0018827115544031788 0.001450153595508905 5.5226745516008813e-05 -0.001702074600400366 -0.0030673469607297409 1.7480371155480324e-05 0.0022469214677912175 -0.0022435206862759537
leaf_weight=46 52 85 51 66 64 48 59 47 58 3050 65 49
leaf_count=46 52 85 51 66 64 48 59 47 58 3050 65 49
internal_value=0 -0.00100225 3.03989e-05 0.000841179 0.000232066 -0.000687431 -2.43877e-05 -4.93973e-05 -0.00148572 2.68337e-06 2.82656e-05 -1.80054e-05
internal_weight=0 137 3603 229 178 114 3374 3328 117 3211 3164 3099
internal_count=3740 137 3603 229 178 114 3374 3328 117 3211 3164 3099
is_linear=0
shrinkage=0.0995203


Tree=3447
num_leaves=18
num_cat=0
split_feature=30 11 5 5 8 2 1 4 5 18 1 1 2 19 0 9 1
split_gain=0.0143001 0.0112463 0.0119486 0.046414 0.0474506 0.0418913 0.070983 0.0312216 0.0297866 0.0835783 0.0253574 0.118567 0.0244177 0.0316676 0.0419958 0.0367391 0.0218342
threshold=0.11955500000000002 0.083750000000000033 -0.0070049999999999999 -0.0089549999999999994 -0.082014999999999991 0.097285000000000024 -0.139265 0.098220000000000016 -0.011764999999999999 -0.065634999999999985 -0.082489999999999994 -0.085574999999999998 -0.0064000000000000003 0.077805000000000027 -0.081674999999999984 0.083760000000000015 -0.081594999999999987
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 -5 12 7 -7 10 -10 11 -1 13 15 -15 -4 -12
right_child=-2 -3 5 4 -6 6 -8 -9 9 -11 16 -13 -14 14 -16 -17 -18
leaf_value=-0.00022558860037230602 0.0015438215972260918 0.0013808358950345163 -0.001857346680521729 0.0043975100748409593 6.5102387173817056e-05 -0.0023424453408721238 -0.0050564704281844475 0.0011127442701479094 0.0017044647607803798 -0.003619645857557805 -0.0019461709007413648 0.0048756046388833633 0.0017427305433336886 -0.0010536395183331174 0.0024833765165101127 -0.00014848608604233748 1.7065263254892427e-05
leaf_weight=181 58 55 145 49 52 46 47 59 48 74 58 60 68 52 91 897 1700
leaf_count=181 58 55 145 49 52 46 47 59 48 74 58 60 68 52 91 897 1700
internal_value=0 -3.10465e-05 -5.26821e-05 9.06753e-05 0.00217507 -0.000279984 -0.00184049 -0.000393162 -8.19568e-06 -0.0015182 8.35514e-05 0.00104102 -9.00268e-05 -0.000195889 0.00119146 -0.000387069 -4.72403e-05
internal_weight=0 3682 3627 2222 101 1405 152 105 2121 122 1999 241 1253 1185 143 1042 1758
internal_count=3740 3682 3627 2222 101 1405 152 105 2121 122 1999 241 1253 1185 143 1042 1758
is_linear=0
shrinkage=0.0995203


Tree=3448
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 8 3 5 3 26 0 0 17 6 9 9 3 0 6 9 26 2 6 6 3 3 3 20 6 2
split_gain=0.0227628 0.0464048 0.0358799 0.0270023 0.0475647 0.0312699 0.0292631 0.0449193 0.0424778 0.0202627 0.0455608 0.0589638 0.0281057 0.0579321 0.0368437 0.0179375 0.0517368 0.10881 0.0326932 0.0516955 0.0404448 0.0704704 0.0596778 0.0346096 0.0235705 0.0353862 0.0526312 0.0382331 0.0131629 0.0157364
threshold=-0.08269 -0.082339999999999983 -0.08317999999999999 -0.084924999999999987 -0.082954999999999987 -0.08176499999999999 0.11663500000000003 -0.0083599999999999994 0.097595000000000029 0.10924500000000002 -0.076439999999999994 -0.071799999999999989 0.4039100000000001 0.11690000000000002 0.09055500000000001 0.086070000000000021 0.086465000000000028 -0.093765000000000001 -0.10032499999999998 0.085525000000000032 0.083970000000000031 -0.087444999999999995 -0.091704999999999995 -0.13578499999999999 0.087445000000000023 0.089810000000000015 0.08844500000000001 -0.010819999999999998 -0.40707999999999994 0.08814000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 15 5 -5 -3 7 -7 -9 12 -11 -12 14 -14 -6 18 17 -17 23 20 22 -22 -20 28 -18 26 -26 -27 -1 -30
right_child=1 3 -4 4 9 6 -8 8 -10 10 11 -13 13 -15 -16 16 24 -19 19 -21 21 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.00086333638248975604 -0.0032319448528262589 0.0022662697573507043 0.0029673069596735874 -0.0027350872343531521 -0.00014294442474224872 -0.002127323270006747 0.0023279548607262725 0.0014348462185343855 -0.0010749027285921781 0.0032103162269007134 -0.0027112000176168489 0.00081839522456841896 0.0025509874863245863 -0.0018271010605354495 -0.0015571458372757553 0.00078389440687918978 0.0021417161280185876 -0.0053884166311548749 0.0041786564089486252 0.0035735388864815195 0.0029823700543373521 -0.00075458695689893586 0.00072634226839914074 -0.0022724341391425233 0.00059865758369469051 -0.00034575545051488961 -0.0028913225343963861 0.001611530585871161 -0.00010651916394186348 0.0019860608286470984
leaf_weight=79 50 80 47 81 460 90 52 167 111 50 63 183 79 48 304 59 54 54 59 60 59 326 318 77 81 235 90 170 88 59
leaf_count=79 50 80 47 81 460 90 52 167 111 50 63 183 79 48 304 59 54 54 59 60 59 326 318 77 81 235 90 170 88 59
internal_value=0 -0.000241243 0.000250405 -0.000156201 -0.000400776 0.000462403 0.00011686 -0.000193353 0.000429808 -0.000240794 0.000471205 -8.21981e-05 -0.000478247 0.000889831 -0.000706735 0.000181608 -0.000197113 -0.00215846 0.00043246 0.000758555 0.000535828 -0.000179784 0.0012688 -0.000449491 0.000153385 -3.15999e-05 -0.00123339 0.0004738 0.000167978 0.000727791
internal_weight=0 1818 1915 1768 1268 500 420 368 278 1187 296 246 891 127 764 1868 743 113 1125 822 762 385 377 303 630 576 171 405 226 147
internal_count=3733 1818 1915 1768 1268 500 420 368 278 1187 296 246 891 127 764 1868 743 113 1125 822 762 385 377 303 630 576 171 405 226 147
is_linear=0
shrinkage=0.0995203


Tree=3449
num_leaves=32
num_cat=0
split_feature=0 0 0 2 26 6 6 3 0 20 0 0 27 0 0 18 26 3 26 6 18 20 26 6 26 26 5 5 6 0 6
split_gain=0.0184685 0.0376244 0.029089 0.0223433 0.032786 0.024458 0.0321928 0.0233876 0.0436341 0.0228621 0.039295 0.0499524 0.0194949 0.0219756 0.0171994 0.0165996 0.0447981 0.0933065 0.0743542 0.0632934 0.0490681 0.0403381 0.0225855 0.0207097 0.0341609 0.100942 0.061215 0.0320116 0.0256665 0.0495881 0.0571836
threshold=-0.08269 -0.082339999999999983 -0.08317999999999999 -0.086414999999999992 -0.22971 0.092980000000000021 0.091295000000000029 0.092200000000000018 -0.077044999999999988 -0.079725000000000004 -0.08076499999999999 -0.061654999999999995 0.10153000000000002 -0.052884999999999995 -0.074094999999999994 -0.015440000000000001 0.085855000000000029 0.088285000000000016 0.084685000000000024 -0.088444999999999982 -0.091109999999999983 -0.0096699999999999998 0.089545000000000027 0.087075000000000027 0.08709500000000002 0.088475000000000012 -0.07965499999999999 -0.031929999999999993 0.085955000000000018 -0.085605000000000001 0.083720000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 4 -3 6 12 -7 -9 -6 -11 -12 13 -5 -10 16 18 -18 19 21 -21 -1 -19 28 26 -26 -25 -27 29 30 -17
right_child=1 3 -4 5 9 7 -8 8 14 10 11 -13 -14 -15 -16 23 17 22 -20 20 -22 -23 -24 24 25 27 -28 -29 -30 -31 -32
leaf_value=-0.0035014570949118569 -0.0029103009735226681 -0.0018907791220994718 0.0026720002857187957 -0.00023432179203543223 0.0023791665723621167 0.0019963554256473442 -0.0031224389376402709 -0.0020448339909931524 0.0020634237178608133 0.0028879719587766128 -0.0021361195718069305 0.0008420309903023409 0.0012147737403096484 -0.0013312220240263848 0.00014667727773157909 0.00014147140202804738 -0.0036443864189365312 -0.00029296799529368443 0.0044882485904054071 -0.00019179666446460285 0.0030383097135376351 0.00061011618130778732 0.0025348418521518317 -0.00013520716651442604 0.0039470844845591645 -0.00019614003765188031 -0.0048632899424050748 -0.0034240387950884767 0.0024856257849142087 0.0029585236243538865 -0.0026707383327099266
leaf_weight=48 50 51 47 508 73 66 49 83 59 53 81 179 61 283 222 872 65 56 60 80 110 46 55 65 49 88 47 47 46 56 78
leaf_count=48 50 51 47 508 73 66 49 83 59 53 81 179 61 283 222 872 65 56 60 80 110 46 55 65 49 88 47 47 46 56 78
internal_value=0 -0.000217279 0.00022557 -0.000140656 0.000475995 -0.000343733 -0.000638722 0.000272468 -3.78561e-05 0.000790825 0.000417765 -8.26291e-05 -0.000494918 -0.0006278 0.000552039 0.000163578 0.000641283 -0.000647017 0.00130279 0.000626926 0.00167396 -0.0014807 0.00110082 -2.00924e-05 -0.000756025 7.3803e-05 -0.00212662 -0.00132599 0.000186198 8.02414e-05 -8.85642e-05
internal_weight=0 1818 1915 1768 437 1331 901 430 364 386 313 260 852 791 281 1868 520 176 344 284 190 94 111 1348 296 184 112 135 1052 1006 950
internal_count=3733 1818 1915 1768 437 1331 901 430 364 386 313 260 852 791 281 1868 520 176 344 284 190 94 111 1348 296 184 112 135 1052 1006 950
is_linear=0
shrinkage=0.0995203


Tree=3450
num_leaves=35
num_cat=0
split_feature=0 0 0 9 8 8 8 26 17 17 17 8 21 0 3 5 0 0 0 18 8 17 9 9 3 9 9 6 9 6 6 20 1 5
split_gain=0.014969 0.0305073 0.0235857 0.0162721 0.0396186 0.0301678 0.0364885 0.0231167 0.0820464 0.11565 0.0830143 0.0558651 0.0537874 0.0332051 0.0696772 0.0979811 0.0191232 0.0345832 0.0188702 0.0185638 0.0148717 0.023684 0.0148173 0.038434 0.0403919 0.0555279 0.0381399 0.0246281 0.0465638 0.0353615 0.0263766 0.0245411 0.022567 0.0167934
threshold=-0.08269 -0.082339999999999983 -0.08317999999999999 0.097680000000000031 -0.073029999999999984 -0.057284999999999996 -0.038994999999999995 0.08919500000000001 -0.038314999999999995 -0.095109999999999986 -0.0064000000000000003 -0.082014999999999991 0.088880000000000028 -0.079379999999999992 0.086850000000000024 -0.0083599999999999994 -0.073664999999999994 -0.069824999999999984 -0.061654999999999995 -0.060544999999999995 0.0033350000000000007 -0.067864999999999995 0.086070000000000021 0.088085000000000011 0.086465000000000028 0.087635000000000032 0.088995000000000019 -0.097455 0.085525000000000032 -0.092434999999999989 -0.11345499999999999 -0.004729999999999999 -0.018369999999999997 -0.27860999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 20 7 -5 19 -7 13 9 12 -10 -12 -9 14 -3 -16 -15 -18 -8 -6 22 -22 27 24 -24 -26 32 30 29 -29 33 -28 -25 -1
right_child=1 3 -4 4 5 6 18 8 10 -11 11 -13 -14 16 15 -17 17 -19 -20 -21 21 -23 23 26 25 -27 31 28 -30 -31 -32 -33 -34 -35
leaf_value=-0.0007262269432787411 -0.0026206673447877549 -0.0010507071556309731 0.0024060822570440257 0.0025939600500453049 -6.4226138704231956e-05 0.0030326390215072553 -0.0012331671156526453 0.00093513117686170764 0.0037998849278746858 -0.0054514176884826199 -0.0027181529038754213 0.00048287440881375807 -0.0023166111075141852 -0.0016738557093829902 -0.00045269451176338103 0.0054013937630293211 0.002493514877989995 -0.00035129724151644436 0.00073931789953471936 -0.0028089858832415172 0.0029282197193294772 0.00017997068452524977 -0.003828553753295885 0.00040040437187458027 0.00064771036111274357 -0.0033937548094090941 -0.001022448625180754 0.0027329184451180362 0.0033373554533272453 0.00016604343187240787 -0.0022673053248344374 0.00065265153646099051 0.0035075213923102784 0.00090991298833093437
leaf_weight=138 50 80 47 69 48 48 78 94 56 72 75 192 108 87 51 63 47 424 125 51 48 90 52 46 107 49 191 58 57 650 63 158 48 113
leaf_count=138 50 80 47 69 48 48 78 94 56 72 75 192 108 87 51 63 47 424 125 51 48 90 52 46 107 49 191 58 57 650 63 158 48 113
internal_value=0 -0.000195611 0.000203079 -0.000126566 0.000414363 -1.29908e-05 0.000564918 -0.000295185 -0.000757674 -0.0020248 0.000314687 -0.000413225 -0.000799372 7.08881e-05 0.00119333 0.00277528 -0.000317886 -6.56817e-05 -1.45502e-05 -0.00148646 0.000147212 0.00114182 6.73999e-05 -0.000306952 -0.00142343 -0.000616477 0.000215417 0.000294019 0.000599091 0.000377481 -0.000446622 -0.000261748 0.00199573 7.10052e-06
internal_weight=0 1818 1915 1768 419 350 251 1349 597 274 323 267 202 752 194 114 558 471 203 99 1868 138 1730 651 208 156 443 1079 765 708 314 349 94 251
internal_count=3733 1818 1915 1768 419 350 251 1349 597 274 323 267 202 752 194 114 558 471 203 99 1868 138 1730 651 208 156 443 1079 765 708 314 349 94 251
is_linear=0
shrinkage=0.0995203


Tree=3451
num_leaves=19
num_cat=0
split_feature=11 11 0 2 2 18 8 5 5 18 8 8 8 17 0 21 19 17
split_gain=0.0128877 0.0252903 0.0141513 0.0240801 0.0634079 0.0441273 0.0284492 0.0327512 0.0446334 0.0325463 0.0236666 0.0330633 0.0210457 0.0178627 0.0883697 0.0636233 0.0205999 0.0262815
threshold=-0.40069499999999997 -0.11166 -0.082494999999999999 -0.08569499999999998 -0.082954999999999987 -0.079189999999999997 -0.08176499999999999 -0.0083599999999999994 -0.077634999999999996 -0.055464999999999993 0.0017700000000000003 0.090890000000000012 -0.090440000000000006 0.40057000000000009 -0.083039999999999989 0.08846500000000003 0.11368500000000002 0.11639500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 13 6 5 -5 -4 8 -8 -9 12 -12 -6 14 16 -15 17 -3
right_child=1 2 3 4 10 -7 7 9 -10 -11 11 -13 -14 15 -16 -17 -18 -19
leaf_value=-0.0016473167484226546 0.0019302692497985986 0.00021947035090458586 0.0021707053100229719 -0.000747427802279681 -0.0012113301724452519 -0.004633271099739167 0.00043587836867512282 0.0013564679532003681 -0.0036885422335018654 -0.00085429828643781756 -0.0034167660815031136 0.00017098430250522538 0.00010404824689075069 -0.0030207615100826517 0.0044794740152586483 0.001232689073689289 0.002139403776454882 -0.0011111424412202251
leaf_weight=46 68 1491 75 60 139 57 56 192 48 100 52 49 900 70 48 69 50 163
leaf_count=46 68 1491 75 60 139 57 56 192 48 100 52 49 900 70 48 69 50 163
internal_value=0 2.87456e-05 -6.75737e-06 -0.000212844 -0.000440562 -0.00264753 0.000393151 5.44253e-05 -0.00145983 0.000596553 -0.000213339 -0.00166807 -7.11385e-05 0.000181132 0.000267647 -0.000903447 0.000148524 8.78449e-05
internal_weight=0 3687 3619 1728 1257 117 471 396 104 292 1140 101 1039 1891 1752 139 1704 1654
internal_count=3733 3687 3619 1728 1257 117 471 396 104 292 1140 101 1039 1891 1752 139 1704 1654
is_linear=0
shrinkage=0.0995203


Tree=3452
num_leaves=16
num_cat=0
split_feature=2 8 21 17 18 17 2 17 3 21 4 9 4 21 8
split_gain=0.0198927 0.0157487 0.0386226 0.0195327 0.0271659 0.026908 0.0214375 0.0176039 0.0267201 0.0167294 0.0117131 0.0205676 0.036453 0.0133882 0.0115793
threshold=-0.24151999999999998 0.0044850000000000011 0.14680000000000004 -0.07107999999999999 0.082540000000000016 -0.0096999999999999986 -0.074304999999999996 0.51544000000000012 0.09742000000000002 0.10046500000000001 0.14646500000000004 -0.096659999999999982 0.11541000000000003 0.13276500000000005 0.10649000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 6 -5 -3 10 -9 14 11 12 -2 -13 -7
right_child=1 3 -4 5 -6 9 -8 8 -10 -11 -12 13 -14 -15 -16
leaf_value=-0.0015591446345123319 -0.00053094292048356346 0.0014999233898626476 -0.0024305294218724465 -0.0021834709435260623 0.0032193558615122588 0.00085240543307949521 -0.0010699891751173635 0.002498023019302215 -0.00054468785411260461 0.0020821293467790966 -0.0014560450865319919 -0.0001651410135977412 0.0029287463252545181 0.0015269664356380548 -0.0010695911059127635
leaf_weight=88 60 86 70 48 52 61 51 64 51 47 63 2833 60 47 63
leaf_count=88 60 86 70 48 52 61 51 64 51 47 63 2833 60 47 63
internal_value=0 -4.44436e-05 -0.000117857 0.000537982 0.00127953 -9.82439e-05 0.000537265 -6.66599e-05 0.00114153 0.000482296 -0.000112288 -8.37967e-05 0.00119208 -0.000137242 -0.000117491
internal_weight=0 3656 3248 408 189 219 137 3178 115 171 3063 3000 120 2880 124
internal_count=3744 3656 3248 408 189 219 137 3178 115 171 3063 3000 120 2880 124
is_linear=0
shrinkage=0.0995203


Tree=3453
num_leaves=19
num_cat=0
split_feature=18 3 3 5 3 9 8 18 3 8 9 8 17 3 17 18 5 8
split_gain=0.0144018 0.0384283 0.0944668 0.0429592 0.0211585 0.0287566 0.0199104 0.018364 0.0478143 0.0170633 0.0520419 0.0336444 0.0143365 0.0242843 0.0165501 0.0151629 0.00657645 0.00552561
threshold=0.10361000000000002 0.10057000000000002 0.11252000000000002 0.054660000000000007 0.091405000000000028 0.094435000000000033 -0.08176499999999999 0.094215000000000021 0.090905000000000027 0.11446000000000002 0.10371500000000002 0.10068500000000002 0.51544000000000012 0.09742000000000002 0.41580500000000009 -0.026374999999999999 -0.080724999999999991 -0.065539999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 -3 17 6 -6 16 9 -9 11 -11 12 14 -14 15 -1 -2 -4
right_child=1 2 3 -5 5 -7 -8 8 -10 10 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.00021338847506980761 -0.00063381698679180391 -0.0046782126968067392 -0.002207505882389217 0.0021658360623575119 0.0026983309288892625 -0.00015288843380872351 -0.0023516159009244067 0.0036262214309481433 -0.00022972356217979396 -0.00057291300209129229 0.0034722401300839251 -0.0026041113624870626 0.0025033017292137669 -0.00057102549022785523 -0.0015711958075916744 -0.00025814980762770939 0.00097173772214838576 -0.00064911676814009963
leaf_weight=1197 53 67 46 51 60 83 47 49 90 77 53 52 56 46 73 1548 48 48
leaf_count=1197 53 67 46 51 60 83 47 49 90 77 53 52 56 46 73 1548 48 48
internal_value=0 -0.000567769 -0.00158728 -0.000153416 0.000172158 0.0010377 -0.000658614 4.34595e-06 0.00112368 -4.55472e-05 0.00106997 -9.46171e-05 -4.96471e-05 0.00110882 -9.18691e-05 -5.223e-05 0.000121114 -0.00142044
internal_weight=0 503 212 145 291 143 148 3241 139 3102 130 2972 2920 102 2818 2745 101 94
internal_count=3744 503 212 145 291 143 148 3241 139 3102 130 2972 2920 102 2818 2745 101 94
is_linear=0
shrinkage=0.0995203


Tree=3454
num_leaves=13
num_cat=0
split_feature=2 21 2 2 5 27 26 0 21 20 20 21
split_gain=0.0149196 0.0129283 0.0283508 0.0281513 0.018352 0.0121496 0.0144094 0.0233309 0.0363177 0.0160479 0.0460086 0.0344973
threshold=-0.24151999999999998 0.13118000000000005 0.0040650000000000018 -0.058894999999999996 0.5252300000000002 -0.086859999999999993 -0.019129999999999998 1.0000000180025095e-35 0.095375000000000029 -0.083404999999999993 -0.08231999999999999 0.09296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 7 8 -7 11 -11 -8
right_child=1 2 -4 -5 -6 6 9 -9 -10 10 -12 -13
leaf_value=-0.0013459465024529224 -0.0014140683375338337 -0.0011907464239297833 -0.0024055103883717831 0.0020252076020442064 0.0017054971499787415 -0.00025007818514230599 0.00012033131485501058 0.002202666218118154 0.0018707778659316551 -0.003073115147308415 -0.00010842338487460636 0.0029217895885390753
leaf_weight=88 61 65 71 46 62 356 272 68 103 53 2447 52
leaf_count=88 61 65 71 46 62 356 272 68 103 53 2447 52
internal_value=0 -3.41382e-05 -0.000851815 0.000134617 8.46358e-06 -2.21336e-05 2.96026e-06 0.000480918 0.00022406 -8.59438e-05 -0.000171602 0.000572475
internal_weight=0 3656 182 111 3474 3412 3351 527 459 2824 2500 324
internal_count=3744 3656 182 111 3474 3412 3351 527 459 2824 2500 324
is_linear=0
shrinkage=0.0995203


Tree=3455
num_leaves=20
num_cat=0
split_feature=4 4 4 18 26 0 0 3 8 29 1 0 0 1 4 17 4 6 3
split_gain=0.012349 0.121973 0.0423642 0.0354618 0.0305572 0.0199206 0.0270337 0.0340439 0.0209639 0.0147604 0.0415332 0.0180138 0.0199689 0.0454887 0.0434659 0.11289 0.0289995 0.0151878 0.00835086
threshold=0.10716000000000002 0.10904000000000003 0.10495500000000003 -0.064960000000000004 -0.112275 0.019150000000000004 -0.066264999999999991 0.14823500000000003 -0.079434999999999992 -0.011859999999999999 -0.046044999999999996 0.12512500000000001 -0.032274999999999991 -0.49837999999999999 0.086380000000000026 -0.065004999999999993 0.083685000000000023 -0.093749999999999986 0.095135000000000011
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 9 -3 -5 6 7 -6 -8 10 -1 12 14 18 16 -16 -11 -12 -14
right_child=1 3 -4 4 5 -7 8 -9 -10 11 17 -13 13 -15 15 -17 -18 -19 -20
leaf_value=0.0034195415531299363 -0.0053977440578212273 0.0025520875073200772 0.002684122496034229 0.0021029377832880356 -0.00024912333309652445 -0.0020680237100636346 -0.00022412261360287488 -0.0030897707895626938 0.0025560728975487198 -6.3673713529520162e-05 0.0010719404102942178 -0.0016559664657469005 0.00047383169006596604 0.0028660514361294504 -0.0054641730093294314 0.00059508866820877121 0.0024574971946330197 -0.0014429575205767119 -0.0013314258777394996
leaf_weight=46 46 47 58 47 217 73 57 52 50 2540 46 70 53 74 52 73 46 49 48
leaf_count=46 46 47 58 47 217 73 57 52 50 2540 46 70 53 74 52 73 46 49 48
internal_value=0 -0.000477069 1.91423e-05 -5.87084e-05 -0.000307753 -0.00056192 -0.000267335 -0.000801288 0.00106738 -3.05026e-05 0.000963854 -7.82099e-05 -3.96577e-05 0.000990243 -0.000106442 -0.00191902 -1.85103e-05 -0.0002166 -0.000376008
internal_weight=0 589 3155 543 496 449 376 269 107 3097 141 2956 2886 175 2711 125 2586 95 101
internal_count=3744 589 3155 543 496 449 376 269 107 3097 141 2956 2886 175 2711 125 2586 95 101
is_linear=0
shrinkage=0.0995203


Tree=3456
num_leaves=13
num_cat=0
split_feature=12 19 11 21 11 18 2 20 5 2 6 17
split_gain=0.0435737 0.0235576 0.0183531 0.0226932 0.0147246 0.0140676 0.0328324 0.0438925 0.0360411 0.020265 0.0337162 0.0322138
threshold=0.094205000000000025 -0.10411999999999999 -0.11166 0.088120000000000018 -0.075149999999999981 -0.14624999999999996 -0.075209999999999985 -0.077649999999999983 0.5134350000000002 -0.087944999999999995 0.085285000000000014 -0.54604999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 -6 -8 10 -7 -11
right_child=-2 2 4 -5 5 9 8 -9 -10 11 -12 -13
leaf_value=0.0020576845944299217 -0.0025695752255105436 0.0029741727644220376 -0.0011417598319949948 -8.0330456430392859e-06 0.00039804648215450278 0.00028609222040153372 -0.0010493132359405395 -0.0030453481278177306 0.0026673828291696052 -0.0020273083979095432 0.0020385668714914319 0.00013672947864289386
leaf_weight=65 58 50 91 50 65 432 52 83 51 70 146 2512
leaf_count=65 58 50 91 50 65 432 52 83 51 70 146 2512
internal_value=0 0.000178983 0.000144854 0.00147488 0.000106641 0.000140186 -0.000576096 -0.00152752 0.000783045 0.00019734 0.000730175 7.77437e-05
internal_weight=0 3667 3602 100 3502 3411 251 148 103 3160 578 2582
internal_count=3725 3667 3602 100 3502 3411 251 148 103 3160 578 2582
is_linear=0
shrinkage=0.0995203


Tree=3457
num_leaves=9
num_cat=0
split_feature=12 19 11 4 4 4 29 9
split_gain=0.035335 0.0190994 0.0148601 0.0151845 0.0137622 0.0181674 0.020898 0.0148261
threshold=0.094205000000000025 -0.10411999999999999 -0.11166 0.13881500000000005 0.13954000000000003 0.13424500000000003 -0.08781499999999999 0.08888500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -8
right_child=-2 2 4 -5 -6 -7 7 -9
leaf_value=0.0018529035066521631 -0.0023138506677999101 0.00017911597749358031 -0.0018817746129214915 0.0026573462933627929 -0.0011932969225848086 0.0019213474240545737 0.00030346471537133577 -0.00012425544327370432
leaf_weight=65 58 54 52 46 80 55 1958 1357
leaf_count=65 58 54 52 46 80 55 1958 1357
internal_value=0 0.000161193 0.000130438 0.00132729 9.6028e-05 0.000126409 9.68458e-05 0.00012813
internal_weight=0 3667 3602 100 3502 3422 3367 3315
internal_count=3725 3667 3602 100 3502 3422 3367 3315
is_linear=0
shrinkage=0.0995203


Tree=3458
num_leaves=15
num_cat=0
split_feature=11 5 17 3 2 2 3 6 26 18 2 4 18 20
split_gain=0.029155 0.0154478 0.0179888 0.0240978 0.0134199 0.0710798 0.02753 0.0670694 0.0258587 0.0170651 0.0775057 0.0241487 0.0229539 0.0219277
threshold=0.092640000000000014 0.63455500000000009 -0.55754499999999996 0.099655000000000021 -0.082830000000000001 -0.083254999999999982 0.083815000000000014 0.085955000000000018 0.085945000000000021 1.0000000180025095e-35 -0.08237499999999999 0.14566000000000004 0.022040000000000008 -0.092114999999999989
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 -4 -8 10 -6 -12 -11 -14
right_child=-2 -3 4 -5 9 -7 8 -9 -10 12 11 -13 13 -15
leaf_value=0.00028592928775037282 -0.0023256304594950843 0.0017270370233874808 -4.681630395656625e-05 -0.0028722097231408568 -0.0041275912702142476 0.0038853680937707144 0.00053715480314918591 0.0046711885077222659 -0.00047070658162265362 0.0024807435093310046 -0.00015342436045545711 0.001768478352850012 0.0020219043552028677 8.6980539047654845e-05
leaf_weight=49 48 60 84 46 48 56 553 46 463 48 1344 68 63 749
leaf_count=49 48 60 84 46 48 56 553 46 463 48 1344 68 63 749
internal_value=0 0.000142272 0.000115757 -0.00123466 0.000152414 0.000422323 0.000252385 0.00161634 7.70579e-05 1.2221e-05 -0.000194569 -6.02883e-05 0.000364234 0.000238112
internal_weight=0 3677 3617 95 3522 1202 1146 130 1016 2320 1460 1412 860 812
internal_count=3725 3677 3617 95 3522 1202 1146 130 1016 2320 1460 1412 860 812
is_linear=0
shrinkage=0.0995203


Tree=3459
num_leaves=8
num_cat=0
split_feature=12 19 10 4 26 21 18
split_gain=0.0244733 0.0139183 0.01189 0.0182993 0.0140883 0.0157542 0.0123153
threshold=0.094205000000000025 -0.10411999999999999 0.09056500000000002 0.15615500000000004 -0.2382 0.15442000000000003 -0.45171999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=0.0015758404087595993 -0.0019280953561944911 -0.0013035291080992063 0.0014398742430118399 0.0020530552274086972 -0.0014192541714957052 0.0017869586007180532 8.1697243017586591e-05
leaf_weight=65 58 74 65 46 55 53 3309
leaf_count=65 58 74 65 46 55 53 3309
internal_value=0 0.000131613 0.000105324 8.0567e-05 5.43415e-05 8.39877e-05 5.69139e-05
internal_weight=0 3667 3602 3537 3491 3417 3364
internal_count=3725 3667 3602 3537 3491 3417 3364
is_linear=0
shrinkage=0.0995203


Tree=3460
num_leaves=16
num_cat=0
split_feature=19 9 19 6 28 19 10 10 1 5 1 5 19 1 5
split_gain=0.0217395 0.0447406 0.0744881 0.0230988 0.0210467 0.0171138 0.0169537 0.0474362 0.0334973 0.0240944 0.0207582 0.0153125 0.010756 0.0154632 0.00959777
threshold=0.096755000000000022 0.085145000000000012 0.11198000000000002 -0.0072949999999999994 0.079615000000000019 0.084490000000000023 0.086275000000000018 0.090005000000000016 -0.50597999999999999 0.26760500000000004 -0.49056499999999997 -0.0054650000000000002 0.11198000000000002 -0.01257 -0.092514999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 12 5 6 8 -8 9 -1 -10 -12 -3 -14 -15
right_child=1 3 -4 -5 -6 -7 7 -9 10 -11 11 -13 13 14 -16
leaf_value=-0.00029581036912929888 -0.0046326057334368925 0.00087027963985581748 2.7166417655210283e-05 0.0019336389235562925 -0.0015189269809979845 0.0016631313797635522 0.0037547328194779852 -0.00024861238715081905 0.0022342390317359774 -0.0033875697446924019 0.00026567404338580388 -0.0002151978067460591 -0.0021915933888100383 -0.0011615179935682651 0.00076202878651270023
leaf_weight=56 63 51 73 54 76 73 47 77 46 46 1933 991 52 46 58
leaf_count=56 63 51 73 54 76 73 47 77 46 46 1933 991 52 46 58
internal_value=0 -0.000661532 -0.00212539 9.81063e-05 0.000117289 0.000155579 0.000120889 0.00126218 7.45544e-05 -0.00169816 0.000135711 0.000102417 -0.000376774 -0.000789712 -8.08995e-05
internal_weight=0 397 136 261 3345 3269 3196 124 3072 102 2970 2924 207 156 104
internal_count=3742 397 136 261 3345 3269 3196 124 3072 102 2970 2924 207 156 104
is_linear=0
shrinkage=0.0995203


Tree=3461
num_leaves=21
num_cat=0
split_feature=19 9 19 6 0 0 26 3 0 19 2 8 8 9 4 8 9 6 0 26
split_gain=0.0176052 0.0369456 0.0526599 0.0248517 0.0222859 0.0192726 0.0169958 0.0467229 0.0230337 0.0157905 0.0282145 0.0166075 0.0384401 0.0342239 0.0733348 0.0475506 0.0374132 0.0213472 0.0502493 0.0236973
threshold=0.096755000000000022 0.085495000000000029 0.11198000000000002 -0.0072949999999999994 -0.086589999999999986 -0.079665 -0.15514999999999998 0.098000000000000018 -0.069824999999999984 0.081005000000000021 -0.080914999999999987 -0.071594999999999992 -0.074504999999999988 0.11296000000000002 0.13312000000000004 -0.050299999999999997 0.10407500000000001 -0.0087049999999999992 -0.087184999999999999 0.086255000000000012
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 -3 -6 7 -1 -9 11 -11 12 17 14 16 -15 -13 19 -19 -8
right_child=1 3 -4 -5 5 -7 9 8 -10 10 -12 13 -14 15 -16 -17 -18 18 -20 -21
leaf_value=-0.0029035683055956495 -0.0037446163947386351 -0.0015303702867864523 2.4462699803780578e-05 0.0020734888430525237 0.0021350128232431862 -0.00053769033827819209 -0.00086238962962165405 0.0020951493221865714 -0.00098286549866140479 0.0030524639289908626 -0.00034853858509293869 0.00059152845302042143 -0.0022722267439864168 0.00086313202480222111 0.0044858819625493611 -0.0029836514617034337 -0.0017313711068813757 0.0016283469570539735 -3.5876685403826414e-05 0.00030022918583189176
leaf_weight=67 73 90 73 52 46 63 432 47 49 50 46 930 75 61 46 66 74 225 888 289
leaf_count=67 73 90 73 52 46 63 432 47 49 50 46 930 75 61 46 66 74 225 888 289
internal_value=0 -0.000595286 -0.00185447 0.000133887 -0.00036883 0.00058273 0.000105567 -0.000884831 0.000515552 0.000156558 0.00141429 0.000117167 -6.37421e-05 0.000411283 0.000598429 -0.00112954 0.000419503 2.61259e-05 0.000299821 -0.000395239
internal_weight=0 397 146 251 199 109 3345 163 96 3182 96 3086 1909 1177 1050 127 1004 1834 1113 721
internal_count=3742 397 146 251 199 109 3345 163 96 3182 96 3086 1909 1177 1050 127 1004 1834 1113 721
is_linear=0
shrinkage=0.0995203


Tree=3462
num_leaves=17
num_cat=0
split_feature=28 19 9 19 26 21 10 10 18 0 0 21 21 21 9 18
split_gain=0.0166572 0.0150585 0.0353249 0.065513 0.0147619 0.0181185 0.0137036 0.0423049 0.0145052 0.0157147 0.0996152 0.0393669 0.06054 0.0464106 0.0293393 0.00856475
threshold=0.079615000000000019 0.099470000000000017 0.084915000000000032 0.11198000000000002 0.086515000000000022 0.088880000000000028 0.086275000000000018 0.090005000000000016 0.19545000000000004 -0.086304999999999993 -0.085754999999999984 0.097640000000000018 0.10237500000000002 0.092595000000000025 0.11296000000000002 0.12205500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -4 -6 8 -8 9 11 -11 13 -13 -1 -12 -7
right_child=-2 2 4 -5 5 15 7 -9 -10 10 14 12 -14 -15 -16 -17
leaf_value=0.0004427497329641317 -0.0013573398885451901 -0.0046039983114821202 0.0012453457627400013 3.4105119410579189e-05 -0.0017765745559923272 0.0013169614999436899 0.0034734308829098537 -0.00026423368099624643 0.001558607930244573 -0.0042949309035745665 0.00011127721649040248 -0.0040367397588441916 -2.6477784305149273e-05 0.0032215847342619767 -0.0014447453092207181 -0.00046675036992015591
leaf_weight=880 84 52 81 71 60 51 48 79 65 55 1723 46 199 64 129 55
leaf_count=880 84 52 81 71 60 51 48 79 65 55 1723 46 199 64 129 55
internal_value=0 5.98978e-05 -0.00054161 -0.00192006 0.000141513 -0.000392173 0.000127835 0.00114198 8.68301e-05 5.5666e-05 -0.000121061 0.000339801 -0.000782767 0.000632013 2.4513e-06 0.000383728
internal_weight=0 3658 370 123 247 166 3288 127 3161 3096 1907 1189 245 944 1852 106
internal_count=3742 3658 370 123 247 166 3288 127 3161 3096 1907 1189 245 944 1852 106
is_linear=0
shrinkage=0.0995203


Tree=3463
num_leaves=13
num_cat=0
split_feature=13 28 10 1 5 18 0 0 18 18 17 10
split_gain=0.0163893 0.0191542 0.015549 0.0419796 0.0356672 0.021532 0.074111 0.0517416 0.0194423 0.037257 0.0211032 0.0187851
threshold=0.089365000000000014 0.079615000000000019 0.086275000000000018 -0.50597999999999999 0.26676500000000009 -0.096219999999999986 -0.11239999999999999 -0.083995 0.081485000000000016 0.089020000000000016 -0.14169499999999999 0.090005000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 -8 10 -10 -7 -4
right_child=-2 -3 11 5 -6 8 7 -9 9 -11 -12 -13
leaf_value=-0.00050670873614460103 0.0018521784578996868 -0.00150273512417303 0.0025024896226947713 0.0044943700315518221 -0.0039517100485284397 -0.0010056607623221486 -0.0020601190251272475 0.00082904005576153088 0.001812273767289311 6.9009030608777492e-05 -7.5282158763535591e-05 4.0309142510265351e-05
leaf_weight=83 48 82 55 46 47 281 76 318 145 754 1736 71
leaf_count=83 48 82 55 46 47 281 76 318 145 754 1736 71
internal_value=0 1.08487e-06 3.54514e-05 -3.571e-06 -0.00175851 6.41653e-05 0.000713197 0.000269662 -3.34874e-05 0.000351091 -0.000205304 0.00112157
internal_weight=0 3694 3612 3486 130 3356 440 394 2916 899 2017 126
internal_count=3742 3694 3612 3486 130 3356 440 394 2916 899 2017 126
is_linear=0
shrinkage=0.0995203


Tree=3464
num_leaves=28
num_cat=0
split_feature=27 1 3 4 21 21 21 21 26 4 2 6 6 1 18 1 5 5 18 21 26 26 0 3 5 2 35
split_gain=0.0330723 0.0225104 0.0365506 0.0774432 0.0287516 0.0595224 0.0429801 0.0531636 0.0356672 0.0347755 0.0244407 0.022273 0.041141 0.0367882 0.0465926 0.0624057 0.0507247 0.103371 0.0343246 0.052388 0.0269761 0.0815181 0.0747222 0.0261005 0.0219891 0.0190504 0.019
threshold=0.11129500000000002 0.0033150000000000007 0.089005000000000015 0.087270000000000028 0.094640000000000016 0.10068500000000002 0.10645500000000004 0.11162500000000002 0.094025000000000011 0.08858000000000002 -0.08040499999999999 0.096435000000000021 0.094810000000000019 -0.050379999999999994 -0.07989499999999998 -0.087944999999999995 -0.020485 -0.061665000000000005 -0.090899999999999995 -0.0086749999999999987 0.11377500000000003 0.10603500000000003 -0.071799999999999989 0.084145000000000011 -0.42170999999999997 -0.073884999999999992 -0.075079999999999994
decision_type=2 2 2 2 2 2 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 8 -6 -7 -8 9 10 -4 12 18 14 15 -13 17 -16 19 -1 21 -20 -22 -21 -11 -18 -5
right_child=-2 2 4 26 5 6 7 -9 -10 24 -12 13 -14 -15 16 -17 25 -19 20 23 22 -23 -24 -25 -26 -27 -28
leaf_value=0.003932933218692522 -0.00193160246644756 -0.0039283823720251678 0.0005574075142156154 -0.0014403081573769003 -0.003287938211409241 0.0022496022257138567 -0.003585970197778576 0 -0.0014839220267031451 0.00068338411255491243 0.0029893170430855659 -0.0003120078645877871 0.0031565086755030551 0.0017162385404053445 -0.0010749018096292892 -0.005191927482421429 -0.0023897514257950419 0.0049326381734033026 2.6872056631955089e-05 0.0028036453595673702 -0.0043367712359994991 0.0038296794521798928 0.00089292042192576826 0.00031150624833943877 -0.001609670450001931 -0.00024202616643511485 0.0011932449894940336
leaf_weight=55 86 81 73 46 71 62 50 226 75 139 96 56 50 67 67 49 78 49 1506 48 49 58 60 323 59 88 66
leaf_count=55 86 81 73 46 71 62 50 226 75 139 96 56 50 67 67 49 78 49 1506 48 49 58 60 323 59 88 66
internal_value=0 4.2879e-05 -0.000347246 -0.00158393 -6.58131e-05 -0.000668011 -0.000115249 -0.00064945 0.000489572 0.000895106 0.00194369 0.000199663 0.000333684 -0.000432917 -0.000807109 -0.0025971 -0.000137719 0.00145571 0.000266051 0.00106371 6.24524e-05 0.00016842 -0.00145053 0.000636146 0 -0.00125613 0.000104298
internal_weight=0 3647 1044 193 851 409 338 276 442 367 169 2603 2149 454 387 105 282 116 2099 426 1673 1564 109 371 198 166 112
internal_count=3733 3647 1044 193 851 409 338 276 442 367 169 2603 2149 454 387 105 282 116 2099 426 1673 1564 109 371 198 166 112
is_linear=0
shrinkage=0.0995203


Tree=3465
num_leaves=14
num_cat=0
split_feature=10 7 19 8 27 17 9 18 9 9 8 0 8
split_gain=0.031511 0.0236767 0.0256413 0.0244657 0.0161322 0.0384022 0.0238916 0.0529043 0.0329763 0.041973 0.0188812 0.0114185 0.0312828
threshold=0.091080000000000022 0.07988000000000002 -0.07525999999999998 -0.068549999999999986 0.085370000000000015 -0.087329999999999991 0.11582000000000002 0.10435500000000002 0.10227500000000002 0.097680000000000031 -0.064619999999999997 -0.059114999999999994 -0.08176499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 8 -8 9 -4 -10 12 -7
right_child=-2 3 4 -5 5 11 7 -9 10 -11 -12 -13 -14
leaf_value=-0.0017230998089209082 -0.0019561732746023685 4.4047222176271271e-05 0.00012985661097202978 -0.0029657555972979061 -0.0028291315431139292 0.0004464070518029775 0.0030267595083096612 -0.0010029776502631256 0.00047974614544219732 0.0019952373382463675 -0.0018476763665473698 0.001297184980617219 -0.0025173499792139689
leaf_weight=76 80 54 2752 52 60 125 84 52 47 125 125 52 49
leaf_count=76 80 54 2752 52 60 125 84 52 47 125 125 52 49
internal_value=0 4.0463e-05 8.44805e-05 -0.00142474 0.000124295 -0.000590997 0.000188782 0.00147996 0.000130921 0.000211188 -0.00120694 0 -0.00038351
internal_weight=0 3653 3547 106 3471 286 3185 136 3049 2877 172 226 174
internal_count=3733 3653 3547 106 3471 286 3185 136 3049 2877 172 226 174
is_linear=0
shrinkage=0.0995203


Tree=3466
num_leaves=19
num_cat=0
split_feature=2 27 2 8 7 8 7 5 5 1 17 2 8 2 1 6 17 8
split_gain=0.0261817 0.0622709 0.0316794 0.0232086 0.0405574 0.0341257 0.0271371 0.0254932 0.0208375 0.0625326 0.0320858 0.020688 0.0390466 0.0251421 0.012772 0.0235731 0.0246439 0.0220364
threshold=-0.11700999999999999 0.084480000000000013 -0.10018999999999999 -0.10337499999999999 -0.068034999999999998 -0.26194999999999996 0.075985000000000011 -0.051389999999999998 -0.45822499999999994 0.012830000000000003 -0.0064000000000000003 -0.086414999999999992 0.0017700000000000003 -0.086050000000000001 -0.50388999999999995 -0.011039999999999999 -0.072334999999999997 0.095985000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -2 5 -5 8 11 -7 -4 10 -10 12 -6 -13 -1 -16 17 -17
right_child=2 -3 3 4 6 7 -8 -9 9 -11 -12 13 -14 -15 15 16 -18 -19
leaf_value=0.0013808783959818212 0.0019383403258967935 -0.0033358798149082003 0.0017671372243473068 -0.0026168681019119273 -0.0010062546648973824 0.0035573749858646008 -0.0024001669253424962 0.00054288402390153666 0.0019789330177544247 -0.0035319714738994922 -0.0012253836523633997 0.0023360895341150677 0.0017340491846658951 0.00010148671801085865 0.00087266531669750373 0.0012562503141414776 -0.0028773483418416132 -0.0016034606669026094
leaf_weight=46 89 76 57 60 357 63 46 51 78 47 51 51 60 2351 89 50 54 57
leaf_count=46 89 76 57 60 357 63 46 51 78 47 51 51 60 2351 89 50 54 57
internal_value=0 -0.000794307 8.55888e-05 3.49428e-05 -5.60873e-05 0.000804631 -2.17261e-06 0.00221597 0.000110591 -0.000421253 0.000705764 3.66671e-05 -0.000610003 0.000149273 -0.000138975 -0.000421903 -0.00114262 -0.000259496
internal_weight=0 372 3361 3272 2925 347 2865 114 233 176 129 2819 417 2402 296 250 161 107
internal_count=3733 372 3361 3272 2925 347 2865 114 233 176 129 2819 417 2402 296 250 161 107
is_linear=0
shrinkage=0.0995203


Tree=3467
num_leaves=19
num_cat=0
split_feature=20 5 1 1 3 18 21 3 9 3 21 5 17 18 18 21 0 1
split_gain=0.0252065 0.0232937 0.0169603 0.0328441 0.0301677 0.0540521 0.100672 0.0386537 0.0336114 0.042707 0.0306279 0.0675969 0.0239334 0.0210058 0.0509416 0.0275678 0.0406496 0.0268619
threshold=0.24030500000000005 0.63223000000000018 -0.0088199999999999997 -0.0101 0.088055000000000022 -0.0019149999999999998 0.085955000000000018 0.089395000000000016 0.11222500000000002 0.090360000000000024 0.087410000000000029 -0.14822499999999997 0.0021900000000000005 -0.096219999999999986 -0.10726999999999999 -0.085574999999999998 -0.14795 -0.10241499999999999
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 13 5 6 -4 -6 9 -9 11 -7 -10 14 17 -15 -17 -1
right_child=-2 -3 4 -5 7 10 -8 8 12 -11 -12 -13 -14 15 -16 16 -18 -19
leaf_value=-0.00071205245606260122 -0.0018725268734990023 -0.0017506865067732236 -0.0063216037121550227 0.0026904032459462062 0.0025743690753051041 -0.00083876235548792984 -7.243825653138106e-06 -0.0031566276476568986 0.0026225010145544177 -0.00013281775894089955 -0.002265720769090191 0.0034655536040976084 -0.00023173894699573354 0.0020665278698167662 0.0035459561312334207 -0.0024436955866144246 7.3330101551039026e-05 0.0013661453549730688
leaf_weight=125 70 71 47 53 57 118 54 49 72 845 53 52 48 65 60 66 1707 121
leaf_count=125 70 71 47 53 57 118 54 49 72 845 53 52 48 65 60 66 1707 121
internal_value=0 3.39288e-05 6.94316e-05 0.00024192 -0.000201635 -0.00104319 -0.00295372 5.21874e-05 -8.87848e-05 -0.000299468 -0.000174208 0.000473037 0.00147398 0.000181011 0.000944623 5.34357e-05 -1.99046e-05 0.000306823
internal_weight=0 3663 3592 2197 1395 324 101 1071 1014 894 223 170 120 2144 306 1838 1773 246
internal_count=3733 3663 3592 2197 1395 324 101 1071 1014 894 223 170 120 2144 306 1838 1773 246
is_linear=0
shrinkage=0.0995203


Tree=3468
num_leaves=21
num_cat=0
split_feature=2 2 17 0 18 18 18 18 1 5 5 2 18 0 3 2 0 5 6 8
split_gain=0.0231443 0.0374823 0.0230617 0.065466 0.0214373 0.191272 0.0326925 0.0299786 0.0290541 0.0235542 0.0532365 0.0213653 0.01853 0.0729427 0.0249251 0.0174419 0.0179248 0.0310978 0.0246661 0.0165862
threshold=0.097745000000000012 0.094050000000000022 -0.052269999999999997 -0.105055 -0.026374999999999999 -0.019539999999999998 -0.046804999999999992 -0.015440000000000001 -0.49367499999999997 -0.042209999999999991 -0.025879999999999997 0.12875500000000004 -0.011039999999999999 -0.085794999999999996 0.084735000000000019 0.11995000000000003 -0.12236 -0.11517000000000001 -0.13578499999999999 -0.073999999999999996
decision_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 6 -6 8 -7 -1 -10 -11 -5 13 -9 -14 -4 18 -18 -17 -8
right_child=2 -3 15 11 5 7 19 12 9 10 -12 -13 14 -15 -16 16 17 -19 -20 -21
leaf_value=-0.0023098222501927936 0.0045785331849161962 -0.0030440607468427516 0.001569432261836962 0.0015004018965626537 -0.005695812935454612 0.0022479896039063721 0.00061349189376319147 0.00074994386018905788 0.0020859267020354203 -0.0028625985084163256 0.00016564618475814211 -0.0014706860054935196 0.00058316522525852534 -0.0042596684538379311 -0.00036981191295860867 0.00017158849545233419 0.0022613381281229804 -0.0010078055188845686 -0.0025626339448111763 0.003202608633217246
leaf_weight=52 48 46 60 50 65 48 52 64 56 61 1001 46 335 52 1432 68 56 59 62 48
leaf_count=52 48 46 60 50 65 48 52 64 56 61 1001 46 335 52 1432 68 56 59 62 48
internal_value=0 -0.000221893 0.000539158 0.00157735 -0.000181893 -0.000385382 0.000137276 -0.000206202 -9.64705e-06 9.66057e-05 -7.52183e-06 6.82282e-05 -0.000269197 -0.00148869 -0.000188677 4.63117e-05 -0.000323356 0.000577007 -0.00112613 0.00186446
internal_weight=0 3312 449 144 3266 1996 1270 1931 1170 1118 1062 96 1883 116 1767 305 245 115 130 100
internal_count=3761 3312 449 144 3266 1996 1270 1931 1170 1118 1062 96 1883 116 1767 305 245 115 130 100
is_linear=0
shrinkage=0.0995203


Tree=3469
num_leaves=25
num_cat=0
split_feature=2 7 26 26 2 8 9 2 2 6 8 2 8 2 6 21 6 17 4 4 4 17 21 9
split_gain=0.0195844 0.0426031 0.0275362 0.065199 0.138368 0.0263532 0.0301529 0.0253159 0.0548512 0.0212637 0.0380266 0.0524812 0.0342967 0.0271078 0.0269435 0.0326803 0.0250825 0.0247372 0.0336407 0.0474734 0.0416482 0.0237169 0.0232386 0.0164821
threshold=-0.077945 0.081185000000000021 0.11861500000000001 0.10439000000000002 -0.082704999999999987 0.11446000000000002 0.10199500000000002 -0.079149999999999984 -0.079739999999999991 -0.094839999999999994 -0.094375000000000001 -0.051635 -0.36115499999999995 -0.075429999999999983 -0.46885499999999997 0.084670000000000009 0.096575000000000022 -0.40451500000000001 0.088720000000000021 0.10172500000000002 0.081540000000000015 0.0041300000000000009 0.099005000000000024 0.10371500000000002
decision_type=2 2 2 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 5 -5 6 7 8 -1 10 12 -12 -2 16 -13 -16 21 22 20 -20 -19 -11 -15 -7
right_child=1 -3 -4 4 -6 23 -8 -9 -10 13 11 14 -14 17 15 -17 -18 18 19 -21 -22 -23 -24 -25
leaf_value=-0.00026517089112051571 -0.00055220119709199409 0.0031229189680615724 0.0018739047549658334 0.00059133850646840742 -0.0064669235323092248 5.4376909836537168e-05 -0.0023719671028324348 -0.0019053269462470906 0.0030176586048217208 0.0018367115893878174 -0.0038089188822214249 0.0011091863432510279 0.0024527460804886622 -0.00029403475386919709 -0.002970852634477775 -0.00026056278027261951 0.0034163083289103541 -0.00028468337279945156 0.0030453691584389664 8.010300620345942e-05 -0.0031187345871139388 -0.0010384310110358598 0.0025548521056322567 0.002694119069785205
leaf_weight=1622 82 46 55 58 52 48 69 87 52 71 58 74 69 46 64 144 47 458 67 268 58 47 72 47
leaf_count=1622 82 46 55 58 52 48 69 87 52 71 58 74 69 46 64 144 47 458 67 268 58 47 72 47
internal_value=0 0.000135923 -0.000320892 -0.000380613 -0.00273785 -0.000245489 -0.000329747 -0.000249263 -0.000162706 5.08646e-05 -0.000495627 -0.00108033 0.000815499 0.000288207 -0.000516227 -0.00109843 0.00146768 8.65232e-05 -9.98186e-05 0.0006756 -0.000604826 0.00068459 0.00143733 0.00136897
internal_weight=0 1671 2090 2035 110 1925 1830 1761 1674 1625 491 340 151 1134 282 208 165 969 851 335 516 118 118 95
internal_count=3761 1671 2090 2035 110 1925 1830 1761 1674 1625 491 340 151 1134 282 208 165 969 851 335 516 118 118 95
is_linear=0
shrinkage=0.0995203


Tree=3470
num_leaves=21
num_cat=0
split_feature=2 2 4 4 8 3 21 18 1 18 18 18 18 1 5 5 18 6 3 8
split_gain=0.0179222 0.028623 0.0175462 0.0457857 0.0182474 0.0234335 0.054999 0.0233441 0.0175628 0.0156985 0.15004 0.0273759 0.0244571 0.0229646 0.0198257 0.0417521 0.0148948 0.0659874 0.019109 0.0133775
threshold=0.097745000000000012 0.094050000000000022 0.085230000000000014 0.095805000000000015 -0.49499500000000002 0.10749000000000002 0.015410000000000002 0.10085500000000001 0.41527500000000012 -0.026374999999999999 -0.019539999999999998 -0.046804999999999992 -0.015440000000000001 -0.49367499999999997 -0.042209999999999991 -0.025879999999999997 -0.011039999999999999 0.087235000000000021 0.084735000000000019 -0.073999999999999996
decision_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 -2 -4 -5 -6 8 -8 -7 11 -11 13 -12 -1 -15 -16 17 -14 -18 -13
right_child=2 -3 3 4 5 6 7 -9 -10 10 12 19 16 14 15 -17 18 -19 -20 -21
leaf_value=-0.0020574695486862216 -0.0010653693129176445 -0.002652401896635802 0.0036828861093308233 -0.00092547314845149698 -0.00093978173211026075 0.0043155591860531131 -0.0017794561754624785 0.0012807927421010239 0.0015852607520096592 -0.0050286599634860908 0.002050118076853446 0.00057682398415448606 0.0009654632462906945 0.0019070718794021886 -0.0025420333387307583 0.00013972105104000489 0.00052449401966515321 -0.0037767599686907892 -0.00030989861710033255 0.002904847976978106
leaf_weight=52 62 46 46 85 61 49 53 46 47 65 48 52 60 56 61 1001 335 56 1432 48
leaf_count=52 62 46 46 85 61 49 53 46 47 65 48 52 60 56 61 1001 335 56 1432 48
internal_value=0 -0.000186123 0.000483574 0.00073384 0.00033362 0.000754877 0.0012892 -0.000349253 0.00298738 -0.000151136 -0.00032529 0.00012193 -0.000166544 -1.24591e-05 8.19255e-05 -1.3545e-05 -0.000223485 -0.00131683 -0.000151245 0.00170246
internal_weight=0 3312 449 387 341 256 195 99 96 3266 1996 1270 1931 1170 1118 1062 1883 116 1767 100
internal_count=3761 3312 449 387 341 256 195 99 96 3266 1996 1270 1931 1170 1118 1062 1883 116 1767 100
is_linear=0
shrinkage=0.0995203


Tree=3471
num_leaves=13
num_cat=0
split_feature=23 22 22 17 1 3 9 6 26 6 6 9
split_gain=0.0128923 0.0121654 0.0157499 0.012056 0.0249315 0.0575103 0.0319995 0.012362 0.0698953 0.0151556 0.0198321 0.0110905
threshold=-0.022119999999999997 0.13292500000000004 0.11738500000000003 0.10932500000000002 -0.08616 0.08400500000000001 0.083955000000000016 -0.41548999999999997 -0.019129999999999998 -0.23044000000000001 -0.14765999999999999 -0.063329999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 7 -5 -6 -7 8 -2 -9 -11 -1
right_child=1 -3 -4 4 5 6 -8 9 -10 10 -12 -13
leaf_value=0.0020799223536972634 0.0014057103053027008 0.0014614835919456275 -0.0019597165368220996 0.0021111915437059077 -0.0033213427339291598 0.0019318483468882316 -2.2805221806555337e-05 0.0012710910268372278 -0.0039577031721715426 -0.0017553924694658056 -0.00016365169523883586 6.2350958722229803e-05
leaf_weight=49 47 47 47 65 46 102 440 70 49 80 2657 62
leaf_count=49 47 47 47 65 46 102 440 70 49 80 2657 62
internal_value=0 -0.000127697 -0.000148655 -0.000124487 0.000261319 5.54339e-05 0.000343534 -0.000211552 -0.00132334 -0.000173237 -0.000210476 0.000960366
internal_weight=0 3650 3603 3556 653 588 542 2903 96 2807 2737 111
internal_count=3761 3650 3603 3556 653 588 542 2903 96 2807 2737 111
is_linear=0
shrinkage=0.0995203


Tree=3472
num_leaves=10
num_cat=0
split_feature=20 4 38 1 0 3 0 11 6
split_gain=0.0407297 0.0215948 0.0207286 0.0176515 0.0332334 0.0377309 0.0224872 0.0148099 0.0259544
threshold=0.24030500000000005 0.14903500000000006 -0.08335999999999999 -0.49056499999999997 0.12387500000000003 0.10057000000000002 0.12387500000000003 -0.15300499999999997 -0.48214499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -5 -9
right_child=-2 -3 3 6 -6 -7 -8 8 -10
leaf_value=-0.0019598178910457454 -0.0023193043683163795 0.0017475101021919388 0.001351930418811493 -0.0014272937878278275 0.0026105922660393317 -0.0021415306263232077 -0.0019344659218900363 0.0021579372756319656 5.0553066496015632e-05
leaf_weight=50 71 76 79 65 77 50 57 59 3150
leaf_count=50 71 76 79 65 77 50 57 59 3150
internal_value=0 8.71098e-05 5.17016e-05 8.03685e-05 0.000974474 0 2.48283e-05 5.91895e-05 8.95541e-05
internal_weight=0 3663 3587 3537 206 129 3331 3274 3209
internal_count=3734 3663 3587 3537 206 129 3331 3274 3209
is_linear=0
shrinkage=0.0995203


Tree=3473
num_leaves=11
num_cat=0
split_feature=10 5 4 4 26 26 2 26 26 26
split_gain=0.0383469 0.0313599 0.0461491 0.0246831 0.0207703 0.0128156 0.028024 0.0164888 0.0282774 0.0172888
threshold=0.091080000000000022 0.5252300000000002 0.09777000000000001 0.14903500000000006 -0.2382 0.15583500000000003 -0.057419999999999999 0.11991000000000003 0.12456500000000002 0.11538500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 7 -7 9 -9 -6
right_child=-2 2 -4 -5 5 6 -8 8 -10 -11
leaf_value=-0.0016667884717803179 -0.0021751933161462335 -0.0006512072189603659 0.0034684535690196116 0.0018686264195552657 -6.7077821685320842e-06 -0.0005904561975380772 0.0023684914596123555 -0.0029322141764846891 0.0001204427737238994 0.0013040118104807941
leaf_weight=73 76 46 64 71 3051 58 69 51 72 103
leaf_count=73 76 46 64 71 3051 58 69 51 72 103
internal_value=0 8.3204e-05 0.00173824 3.16614e-05 -5.61388e-06 2.97701e-05 0.00101072 -7.99656e-06 -0.00113864 3.58368e-05
internal_weight=0 3658 110 3548 3477 3404 127 3277 123 3154
internal_count=3734 3658 110 3548 3477 3404 127 3277 123 3154
is_linear=0
shrinkage=0.0995203


Tree=3474
num_leaves=9
num_cat=0
split_feature=20 17 4 38 17 17 17 17
split_gain=0.032228 0.025579 0.0149334 0.0158963 0.0144999 0.0247736 0.0183158 0.016558
threshold=0.24030500000000005 -0.56368999999999991 0.14903500000000006 -0.08335999999999999 -0.54604999999999992 -0.53166999999999998 -0.55286000000000002 -0.47367999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 -5 -7
right_child=-2 2 -4 4 5 7 -8 -9
leaf_value=0.0018015796021034192 -0.0020663641162670401 -0.0017577536016976398 0.0014141077930021049 0.00014130061428752901 0.0020205183975091001 -0.0012393313275932479 -0.002500381967980028 6.7367527213190606e-05
leaf_weight=83 71 50 76 53 63 99 50 3189
leaf_count=83 71 50 76 53 63 99 50 3189
internal_value=0 7.42118e-05 3.39352e-05 3.76635e-06 2.95031e-05 6.54831e-05 -0.00113312 2.77745e-05
internal_weight=0 3663 3580 3504 3454 3351 103 3288
internal_count=3734 3663 3580 3504 3454 3351 103 3288
is_linear=0
shrinkage=0.0995203


Tree=3475
num_leaves=8
num_cat=0
split_feature=10 10 4 30 11 30 23
split_gain=0.0302575 0.0211834 0.0166633 0.0175936 0.0159844 0.0167794 0.0246908
threshold=0.091080000000000022 0.085705000000000017 0.14903500000000006 0.11290000000000001 -0.15300499999999997 0.096655000000000033 -0.046924999999999994
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.0015798094908773519 -0.0019350633312362655 0.0015706206123802964 0.001541928071796399 -0.0017805244541090443 -0.0021219850213563167 0.0017370375246962644 6.355393936788886e-05
leaf_weight=60 76 91 71 54 52 58 3272
leaf_count=60 76 91 71 54 52 58 3272
internal_value=0 7.10279e-05 3.25413e-05 1.65307e-06 2.98507e-05 5.86497e-05 2.91175e-05
internal_weight=0 3658 3567 3496 3442 3382 3324
internal_count=3734 3658 3567 3496 3442 3382 3324
is_linear=0
shrinkage=0.0995203


Tree=3476
num_leaves=12
num_cat=0
split_feature=5 0 10 10 2 2 2 21 2 1 2
split_gain=0.0308295 0.0291454 0.0233701 0.0319734 0.0195517 0.0229298 0.0277821 0.0237347 0.0196944 0.0535951 0.0288163
threshold=-0.53715999999999997 -0.17809 0.09056500000000002 0.086165000000000019 -0.23128999999999997 -0.087245000000000003 -0.087944999999999995 0.10787500000000003 -0.085804999999999992 -0.012865 -0.085374999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 7 -6 9 -7 -10
right_child=2 -3 -4 -5 5 8 -8 -9 10 -11 -12
leaf_value=0.00025256666235936302 0.0018014826862084029 0.0034125267248139037 0.0016471319146070455 -0.0022877457367627961 -0.00015327279869820179 0.002066972356877863 -0.0025297810941955338 -0.0024459035773152652 -0.0023712815480167538 -0.001741171001554223 1.6947104942582313e-05
leaf_weight=70 56 50 79 64 435 135 69 50 51 50 2633
leaf_count=70 56 50 79 64 435 135 69 50 51 50 2633
internal_value=0 0.00157604 -4.53017e-05 -8.32698e-05 -4.24807e-05 -7.2887e-05 -0.000659136 -0.000391315 4.00315e-05 0.00103332 -2.81278e-05
internal_weight=0 120 3622 3543 3479 3423 554 485 2869 185 2684
internal_count=3742 120 3622 3543 3479 3423 554 485 2869 185 2684
is_linear=0
shrinkage=0.0995203


Tree=3477
num_leaves=15
num_cat=0
split_feature=5 20 27 6 3 5 8 1 8 1 5 5 27 27
split_gain=0.0250227 0.0821937 0.0148572 0.0202891 0.0316117 0.0303567 0.0428359 0.0237558 0.0176574 0.0263929 0.0233257 0.0159248 0.0206637 0.0119157
threshold=-0.53715999999999997 -0.042414999999999994 0.087140000000000009 -0.25061999999999995 0.14530500000000005 -0.43873000000000001 -0.012329999999999999 0.007210000000000002 -0.51030999999999993 -0.52333999999999992 -0.5087799999999999 -0.43873000000000001 0.10530500000000002 0.095235000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 8 6 -2 -6 -5 -10 -11 -4 13 -13
right_child=2 -3 11 4 7 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.0010888747109952298 -0.0022928058691446683 0.0041157457566176406 -0.00047120382427310464 0.0018111041327416087 0.00020488711390023368 -0.0031196141323613208 0.0020009023803869348 0.0032931511734038332 -0.0021007958579191245 -0.0023121785308550368 -5.3012540766782448e-05 0.0011232454856659028 -6.0648841310800234e-05 0.0032413319943062845
leaf_weight=62 46 58 83 47 52 54 46 48 66 46 2947 62 77 48
leaf_count=62 46 58 83 47 52 54 46 48 66 46 2947 62 77 48
internal_value=0 0.00141987 -4.08158e-05 -9.8234e-05 -4.57189e-05 -0.0012458 -0.000137054 0.00169544 -0.00010204 -0.000131703 -8.80077e-05 0.000668988 0.00117944 0.00205494
internal_weight=0 120 3622 3352 3206 146 92 100 3106 3059 2993 270 187 110
internal_count=3742 120 3622 3352 3206 146 92 100 3106 3059 2993 270 187 110
is_linear=0
shrinkage=0.0995203


Tree=3478
num_leaves=13
num_cat=0
split_feature=5 20 10 10 2 2 17 2 8 1 5 8
split_gain=0.0202691 0.0666689 0.018849 0.0264469 0.0162915 0.0184364 0.0244446 0.050465 0.0363331 0.016612 0.0305422 0.0238871
threshold=-0.53715999999999997 -0.042414999999999994 0.09056500000000002 0.086165000000000019 -0.23128999999999997 -0.087245000000000003 -0.067015000000000005 -0.088554999999999995 0.041960000000000011 -0.0057250000000000001 0.51659500000000014 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 8 -8 -6 11 -11 -7
right_child=2 -3 -4 -5 5 9 7 -9 -10 10 -12 -13
leaf_value=-0.00098050963512466907 0.0016494537434337102 0.0037061458252382025 0.0014831604172757746 -0.0020757933403903676 -0.00047329187769598271 0.00029656181319218995 -0.000624975952730608 -0.0043311566566458012 0.0024883577801568966 -0.00038994263176047965 0.0022034982150844441 -0.0015518170694721833
leaf_weight=62 56 58 79 64 282 1741 178 46 48 1009 47 72
leaf_count=62 56 58 79 64 282 1741 178 46 48 1009 47 72
internal_value=0 0.00127789 -3.67538e-05 -7.08751e-05 -3.37571e-05 -6.15335e-05 -0.000587229 -0.00138972 -4.00255e-05 3.96922e-05 -0.00027374 0.000222705
internal_weight=0 120 3622 3543 3479 3423 554 224 330 2869 1056 1813
internal_count=3742 120 3622 3543 3479 3423 554 224 330 2869 1056 1813
is_linear=0
shrinkage=0.0995203


Tree=3479
num_leaves=12
num_cat=0
split_feature=12 10 5 19 5 5 17 26 26 2 26
split_gain=0.0222363 0.0163421 0.022507 0.0126933 0.0127531 0.0344896 0.0462863 0.0200227 0.0513054 0.0439447 0.0171136
threshold=0.095920000000000019 0.09056500000000002 0.63223000000000018 -0.07525999999999998 -0.0089549999999999994 -0.0070049999999999999 -0.016209999999999999 0.08919500000000001 0.088685000000000028 -0.082644999999999982 0.084645000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 8 -5 -9 -7
right_child=-2 -3 -4 4 5 10 -8 9 -10 -11 -12
leaf_value=-0.0016119847292561326 0.0019911141018124278 0.0015033099149010223 -0.0019653302915621385 -0.00025977799468521537 -0.00018398549696095745 0.00052961379218480437 0.0041953750839190769 0.0018278516676253039 -0.0036066259391273111 -0.00011289302165978408 -0.00020477398275497611
leaf_weight=49 55 68 60 1350 46 538 49 144 47 582 754
leaf_count=49 55 68 60 1350 46 538 49 144 47 582 754
internal_value=0 -2.47847e-05 -5.37234e-05 -2.12663e-05 7.0715e-07 0.000235634 0.00206623 -0.00015239 -0.000372964 0.000270921 0.000100398
internal_weight=0 3687 3619 3559 3510 1387 95 2123 1397 726 1292
internal_count=3742 3687 3619 3559 3510 1387 95 2123 1397 726 1292
is_linear=0
shrinkage=0.0995203


Tree=3480
num_leaves=16
num_cat=0
split_feature=5 0 5 3 21 3 1 0 20 21 18 18 27 5 5
split_gain=0.0199471 0.016502 0.0144181 0.0198482 0.0172438 0.0301123 0.0323453 0.0163782 0.0124715 0.0196499 0.0107403 0.0156341 0.0209004 0.0156259 0.0253972
threshold=-0.53313499999999991 -0.23998999999999998 0.40249000000000007 0.11663500000000003 0.11639500000000003 0.11089500000000001 -0.49837999999999999 -0.052884999999999995 -0.24910499999999999 0.15665000000000004 -0.11533 -0.10212999999999998 -0.032854999999999995 0.2686150000000001 0.066815000000000027
decision_type=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 13 -12 -13 14 -10
right_child=2 -3 3 7 -6 -7 -8 -9 9 -11 11 12 -14 -15 -16
leaf_value=0.00033695914479742764 0.0015094077100687403 -0.0019155420729867051 -0.0013014535536392269 0.0016122781396979561 -0.002488387631573716 -0.0025432005004970585 0.0022921130527693342 -0.00061153245249094318 -8.9714240063928634e-06 -0.0018106289852523546 0.0018063850149361233 0.0021089777623614337 0.00013135479933900271 0.00089740497508720106 -0.003001915430537573
leaf_weight=49 66 91 50 62 64 49 49 69 69 51 59 54 2859 47 48
leaf_count=49 66 91 50 62 64 49 49 69 69 51 59 54 2859 47 48
internal_value=0 -0.00112132 8.92839e-05 -0.000523866 -0.00112005 -0.000522811 0.000468912 0.000434709 0.000154187 0.000125864 0.000157618 0.000201091 0.000168296 -0.000625201 -0.00124384
internal_weight=0 140 3596 343 212 148 99 131 3253 3187 3136 2972 2913 164 117
internal_count=3736 140 3596 343 212 148 99 131 3253 3187 3136 2972 2913 164 117
is_linear=0
shrinkage=0.0995203


Tree=3481
num_leaves=13
num_cat=0
split_feature=5 2 10 10 21 19 21 20 5 5 26 20
split_gain=0.0161571 0.0257865 0.0123639 0.0180054 0.0122437 0.0278836 0.0255144 0.0210796 0.015572 0.0121299 0.0119406 0.0207883
threshold=-0.53313499999999991 0.08814000000000001 0.09056500000000002 0.086165000000000019 0.10940500000000002 -0.016414999999999996 0.10726000000000002 0.096815000000000026 -0.50749999999999995 -0.037239999999999995 0.11127500000000003 0.0057800000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 8 -2 -9 11 -7
right_child=2 -3 -4 -5 5 10 -8 9 -10 -11 -12 -13
leaf_value=-0.0022682948495067268 0.00187092469600257 0.00043112964261491065 0.0013283282710604939 -0.0016138492532396756 -0.0026567504682193251 -0.00094225968591596409 0.0024535910161699779 -0.0025089841266263541 0.00013163833885784708 -0.00021482331471762468 0.0011063964614060179 0.00089087184128498558
leaf_weight=75 52 65 77 63 49 205 47 46 2859 47 64 87
leaf_count=75 52 65 77 63 49 205 47 46 2859 47 64 87
internal_value=0 -0.00100914 8.03757e-05 5.28363e-05 8.34555e-05 -0.000430149 0.000151901 0.000115617 0.000162989 -0.00135837 -0.000121378 -0.000393283
internal_weight=0 140 3596 3519 3456 405 3051 3004 2911 93 356 292
internal_count=3736 140 3596 3519 3456 405 3051 3004 2911 93 356 292
is_linear=0
shrinkage=0.0995203


Tree=3482
num_leaves=21
num_cat=0
split_feature=3 8 7 8 8 5 8 17 17 3 3 8 8 8 3 3 3 5 4 3
split_gain=0.0140693 0.0294213 0.0162432 0.0124985 0.0376186 0.0734424 0.0195709 0.0142745 0.0639863 0.0347496 0.0293973 0.0216484 0.0940702 0.0655639 0.0106329 0.039324 0.0241215 0.0181595 0.00862314 0.00263677
threshold=-0.012959999999999999 -0.01187 -0.074779999999999999 -0.094869999999999996 -0.091600000000000001 -0.087105000000000002 -0.097249999999999989 0.066010000000000027 0.11639500000000001 0.088845000000000021 0.087975000000000012 -0.085764999999999994 -0.086404999999999996 -0.085089999999999985 0.094185000000000033 0.087045000000000025 0.10486500000000003 -0.084089999999999984 0.11541000000000003 0.090295000000000028
decision_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 -2 6 5 -5 14 11 10 -10 -9 12 -6 -13 15 -4 -16 -18 -1 -17
right_child=2 -3 3 4 7 -7 -8 8 9 -11 -12 13 -14 -15 16 19 17 -19 -20 -21
leaf_value=-0.00076748532118431541 0.0015351451416240052 -0.0026419896892936425 -0.0011915861783763568 0.0038578089701426107 -0.00010878284811444046 -0.00097329664790035914 -0.0023535432707611297 0.0045978193992753814 -0.0018554244589656338 0.00040784037066162392 0.0011524005150804523 0.0037499467499129955 -0.0044695620239456092 -1.2874569571314493e-05 -0.0026865133257941744 0.001225888192677244 -0.00097730331059488781 0.00083909389724371689 0.0011255827291230894 0.0023374010747605105
leaf_weight=47 74 59 83 73 352 54 47 47 82 372 53 47 57 1880 46 48 124 97 48 46
leaf_count=47 74 59 83 73 352 54 47 47 82 372 53 47 57 1880 46 48 124 97 48 46
internal_value=0 -0.000895593 7.56699e-05 4.46494e-05 0.000120642 0.00179719 -0.000420628 4.66833e-05 0.000501021 0 0.00277994 -6.07157e-05 -0.000718522 7.84768e-05 -0.000214174 0.000381139 -0.000611885 -0.000176357 0.000180395 0.00177853
internal_weight=0 154 3582 3508 3017 127 491 2890 554 454 100 2336 409 1927 444 177 267 221 95 94
internal_count=3736 154 3582 3508 3017 127 491 2890 554 454 100 2336 409 1927 444 177 267 221 95 94
is_linear=0
shrinkage=0.0995203


Tree=3483
num_leaves=14
num_cat=0
split_feature=0 0 10 17 38 7 1 18 18 1 17 9 2
split_gain=0.0109684 0.0316545 0.0216884 0.0185466 0.0186838 0.0192092 0.033641 0.0191451 0.0141704 0.0174259 0.0243042 0.0120291 0.000525281
threshold=-0.0033699999999999997 0.047575000000000013 0.091445000000000026 -0.55286000000000002 -0.072014999999999996 -0.074779999999999999 0.55657000000000012 -0.098315 -0.14343999999999998 -0.50954999999999984 -0.14763999999999997 -0.054184999999999997 -0.050194999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 -1 -5 -6 7 -7 -3 -10 -11 -2 -12
right_child=1 8 -4 4 5 6 -8 -9 9 10 12 -13 -14
leaf_value=0.0017650449880075257 -0.0008862871061405018 0.0016449718074247042 0.0022364943366631686 0.0017817871063880292 0.0016490840496046798 -0.00066265272158631263 -0.0025767009699976806 9.3806251191481938e-05 0.0010175080485504786 -0.0022250772667856754 -5.6009111686929474e-06 -0.0030879452619080889 0.00044829665116320359
leaf_weight=62 51 47 46 59 68 378 51 2686 74 70 46 50 48
leaf_count=62 51 47 46 59 68 378 51 2686 74 70 46 50 48
internal_value=0 -0.000470165 8.99347e-05 5.98014e-05 2.69378e-05 -5.3329e-06 -4.17114e-05 2.16126e-07 6.35596e-05 -0.000245297 -0.000820091 -0.00198432 0.000217468
internal_weight=0 386 3350 3304 3242 3183 3115 3064 285 238 164 101 94
internal_count=3736 386 3350 3304 3242 3183 3115 3064 285 238 164 101 94
is_linear=0
shrinkage=0.0995203


Tree=3484
num_leaves=22
num_cat=0
split_feature=5 6 5 9 0 9 5 1 0 26 5 26 6 5 2 18 18 18 0 0 2
split_gain=0.0346483 0.0374926 0.0143925 0.0289686 0.0449955 0.0378884 0.0274168 0.0568935 0.0414887 0.0228323 0.0673239 0.0497858 0.0217024 0.019435 0.0428104 0.0913124 0.0561499 0.0187684 0.014162 0.079 0.0156588
threshold=0.63455500000000009 0.23153500000000005 0.22078000000000006 0.095415000000000014 -0.050494999999999991 0.093235000000000026 0.065520000000000023 -0.096749999999999989 -0.080974999999999991 0.086255000000000012 0.2686150000000001 0.090625000000000025 -0.065394999999999995 0.0016150000000000003 -0.081665000000000001 -0.070104999999999987 -0.08428999999999999 -0.091229999999999992 -0.08892499999999999 -0.088174999999999989 0.097745000000000012
decision_type=2 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 9 13 17 -9 10 -4 -11 -5 18 16 -16 -15 -8 20 -20 -1
right_child=-2 -3 3 4 -6 -7 7 8 -10 11 -12 -13 -14 14 15 -17 -18 -19 19 -21 -22
leaf_value=-0.00041667474731603372 0.0024492860480801559 0.0025506821478662998 -0.0044022823260744439 0.00083624936190886004 0.0026935301945915529 -0.0037268459334562679 -0.0019307077216841695 0.0005266905967837007 0.0044451315283157711 0.0026017955907765219 1.8314302148712372e-05 -0.0014096846980730944 -0.0019137508095475465 -0.0046944068352336582 0.0031406100442814607 -0.0014057664599919375 -0.00041340656654440861 0.00058289330249408633 0.003829882206319983 0.00011421812534116199 0.00051195813002974486
leaf_weight=829 59 57 51 52 61 46 47 48 62 55 102 69 62 52 67 126 74 78 59 1457 229
leaf_count=829 59 57 51 52 61 46 47 48 62 55 102 69 62 52 67 126 74 78 59 1457 229
internal_value=0 1.80016e-05 -2.15859e-05 -0.000518668 0.000509359 -0.00107818 5.72914e-05 0.00109115 0.00274271 -0.000635377 -0.00144987 0.000362999 -0.000652184 -2.64066e-05 -0.000759328 0.000168268 -0.00218667 -0.000355672 6.41075e-05 0.000259365 -0.000214902
internal_weight=0 3683 3626 498 175 323 3128 235 110 277 153 124 114 2893 319 193 126 125 2574 1516 1058
internal_count=3742 3683 3626 498 175 323 3128 235 110 277 153 124 114 2893 319 193 126 125 2574 1516 1058
is_linear=0
shrinkage=0.0995203


Tree=3485
num_leaves=19
num_cat=0
split_feature=5 6 5 26 5 26 5 18 5 0 20 3 26 5 5 1 21 5
split_gain=0.0280931 0.0303999 0.0116645 0.0285524 0.026917 0.0231798 0.0222462 0.0486035 0.0652402 0.0203784 0.0798843 0.0257607 0.0166206 0.0162003 0.04753 0.0287424 0.0222629 0.0148857
threshold=0.63455500000000009 0.23153500000000005 0.22078000000000006 0.095150000000000026 0.25155500000000008 0.11326500000000002 0.065520000000000023 -0.097059999999999994 0.12043500000000003 -0.066735000000000003 -0.077945 0.094410000000000008 0.086835000000000009 -0.0070049999999999999 -0.0083599999999999994 -0.0021099999999999995 0.084670000000000009 -0.0098949999999999993
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 13 -8 -9 11 -11 -6 -10 14 17 16 -15 -1
right_child=-2 -3 3 5 9 -7 7 8 12 10 -12 -13 -14 15 -16 -17 -18 -19
leaf_value=6.5860299737193354e-05 0.0022055325699493521 0.0022968377140567429 -0.0030182932875637012 0.002321536473618482 -0.00090495170962512491 -0.00064163875228260008 -0.0018712847317147487 0.0036150874669263664 0.0012760039317723162 -0.0042661083641360601 9.9066498946712048e-05 0.0017481138916248277 -0.0013317105893971908 -0.0005314682518421912 0.0027275944022974504 -0.0024814514819212511 0.0012170191577942214 -0.0013511071250690444
leaf_weight=2159 59 57 50 58 76 47 47 91 46 59 139 69 51 442 66 64 86 76
leaf_count=2159 59 57 50 58 76 47 47 91 46 59 139 69 51 442 66 64 86 76
internal_value=0 1.62543e-05 -1.93703e-05 -0.000466886 -0.00085751 0.000987367 5.16158e-05 0.000982906 0.00170081 -0.00054014 -0.00119753 0.000351896 -8.6623e-05 -2.37505e-05 9.54061e-05 -0.000488274 -0.000245126 1.73108e-05
internal_weight=0 3683 3626 498 393 105 3128 235 188 343 198 145 97 2893 2301 592 528 2235
internal_count=3742 3683 3626 498 393 105 3128 235 188 343 198 145 97 2893 2301 592 528 2235
is_linear=0
shrinkage=0.0995203


Tree=3486
num_leaves=19
num_cat=0
split_feature=5 6 5 8 18 6 1 5 6 9 26 8 5 8 6 8 8 5
split_gain=0.0230439 0.0247878 0.0117428 0.0301306 0.0300309 0.0255614 0.0223029 0.0189596 0.0693631 0.0740948 0.0583957 0.0465917 0.0344861 0.0188082 0.0169808 0.0128567 0.034487 0.0284388
threshold=0.62931500000000018 0.23153500000000005 0.22078000000000006 0.095985000000000015 -0.049119999999999997 -0.040424999999999996 -0.50158499999999984 0.057175000000000011 -0.011749999999999998 0.086315000000000017 0.081750000000000031 -0.077259999999999995 0.040570000000000016 -0.071594999999999992 -0.065394999999999995 -0.085764999999999994 -0.081915000000000002 -0.0071849999999999995
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 14 -7 12 -9 10 -10 -11 15 -6 -4 17 -17 -1
right_child=-2 -3 3 -5 13 6 -8 8 9 11 -12 -13 -14 -15 -16 16 -18 -19
leaf_value=-7.5286842262012926e-05 0.0017063041790156277 0.0020682560172856114 0.00061702594746435068 -0.0025699723623776823 -0.0023104104083025798 0.0002583698016025067 0.0032381155486747885 0.0042196049559698199 0.00016804416354370877 0.0034643319764283472 -0.0043012824975704527 -3.8501427053104484e-05 -0.0024163183919668446 1.7649435020648264e-05 -0.0013495648487579334 0.0010039094451160103 -5.9098833152769163e-05 -0.0017303201697299244
leaf_weight=918 81 57 92 60 84 53 48 49 68 71 50 79 59 57 82 391 1327 116
leaf_count=918 81 57 92 60 84 53 48 49 68 71 50 79 59 57 82 391 1327 116
internal_value=0 8.95686e-06 -2.33854e-05 -0.000484043 -0.00018122 0.000421978 0.00168259 4.64529e-05 0.000776182 0.000143545 -0.0017188 0.00161405 -3.55483e-05 -0.00136347 -0.000305054 1.51955e-05 0.000182355 -0.00026175
internal_weight=0 3661 3604 476 416 275 101 3128 317 268 118 150 2811 141 174 2752 1718 1034
internal_count=3742 3661 3604 476 416 275 101 3128 317 268 118 150 2811 141 174 2752 1718 1034
is_linear=0
shrinkage=0.0995203


Tree=3487
num_leaves=8
num_cat=0
split_feature=20 5 36 27 29 29 12
split_gain=0.0222912 0.0172959 0.0092203 0.0108345 0.0152344 0.0133189 0.0107243
threshold=-0.41270499999999993 0.62931500000000018 0.090760000000000021 -0.086859999999999993 -0.10671499999999999 -0.084915000000000004 -0.0034499999999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=0.0022187340436491394 -0.001230961006175281 0.001461541083112166 -0.0011833111765085984 0.0017027792500053786 -0.0014549033981524845 0.0015217552317571465 7.5093635647846837e-06
leaf_weight=46 69 80 66 53 61 47 3320
leaf_count=46 69 80 66 53 61 47 3320
internal_value=0 1.4026e-05 -1.77723e-05 3.66634e-06 2.83742e-05 2.24751e-06 2.88899e-05
internal_weight=0 3696 3616 3550 3481 3428 3367
internal_count=3742 3696 3616 3550 3481 3428 3367
is_linear=0
shrinkage=0.0995203


Tree=3488
num_leaves=21
num_cat=0
split_feature=10 18 18 9 5 6 8 5 18 8 26 18 2 9 3 5 3 2 1 8
split_gain=0.0148479 0.0189789 0.0270234 0.0465187 0.0291123 0.0388194 0.0710759 0.0348224 0.0239618 0.118118 0.13219 0.0591845 0.0413763 0.021916 0.0673343 0.0534518 0.0529967 0.0278661 0.0254285 0.0185198
threshold=0.09056500000000002 -0.022504999999999997 -0.040349999999999997 0.085075000000000026 -0.042209999999999991 0.11481500000000001 -0.076924999999999993 -0.02504 -0.010395 -0.083804999999999991 0.087260000000000018 -0.0086449999999999982 -0.085089999999999985 0.11351500000000002 0.14940500000000004 -0.11065499999999999 0.14426500000000003 -0.057419999999999999 0.0033150000000000007 -0.086844999999999992
decision_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 -1 7 -7 -6 9 10 12 -10 -3 14 18 -16 17 -15 -13 -9
right_child=-2 8 3 -5 5 6 -8 19 11 -11 -12 13 -14 16 15 -17 -18 -19 -20 -21
leaf_value=0.0018331904666359334 0.0012200210101247734 0.0025435642192092522 -0.0042691915781895608 -0.00015879936605884618 0.00227315237795338 -0.0048458709404912174 3.0024555936150314e-05 0.00094691342115473388 -0.0030675157171291484 -0.0022031122016839015 0.0065923709248729727 0.00030485595005375651 -0.0015859732229055528 -0.0014406896309177685 0.0048764282954349841 0.00025208506690843347 -0.0037877552895875543 0.0016566918818926054 -0.000485011846782771 -0.00045670569752885278
leaf_weight=62 85 47 47 66 54 52 68 103 62 74 54 1076 49 57 52 48 49 58 646 941
leaf_count=62 85 47 47 66 54 52 68 103 62 74 54 1076 49 57 52 48 49 58 646 941
internal_value=0 -0.000109883 -0.000399194 -0.00187568 -0.000268209 -0.000375849 -0.00207604 -0.00018929 6.71385e-05 0.00104453 0.00265215 -3.93637e-05 0.000427252 5.47586e-05 0.000154336 0.00266493 -0.00104653 0.00011435 8.06546e-06 -0.000317442
internal_weight=0 3665 1393 113 1280 1218 120 1098 2272 224 150 2048 96 1986 1822 100 164 115 1722 1044
internal_count=3750 3665 1393 113 1280 1218 120 1098 2272 224 150 2048 96 1986 1822 100 164 115 1722 1044
is_linear=0
shrinkage=0.0995203


Tree=3489
num_leaves=12
num_cat=0
split_feature=21 6 10 10 18 36 18 21 3 21 1
split_gain=0.02144 0.0197386 0.0109647 0.013957 0.0147846 0.0212298 0.0298071 0.0205365 0.0385082 0.0319085 0.00393605
threshold=0.20153000000000004 0.14653500000000005 0.09056500000000002 0.086165000000000019 0.082540000000000016 0.088355000000000031 0.022040000000000008 0.097120000000000026 0.095630000000000021 0.10726000000000002 -0.035694999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -6 -9 -3
right_child=-2 10 -4 -5 7 -7 -8 9 -10 -11 -12
leaf_value=-0.00017415746218003148 0.0019746825431869674 -0.0007343300036656979 0.0010850522378128369 -0.0014672155603812297 9.0294331997189207e-05 0.0014585861703294764 -0.0024210950015504155 -0.0023803797483242209 0.001751929599545054 0.00062094895017803734 -0.0019647784098162516
leaf_weight=2419 50 50 81 71 559 76 60 67 184 73 60
leaf_count=2419 50 50 81 71 559 76 60 67 184 73 60
internal_value=0 -9.9436e-05 -5.89617e-05 -8.56029e-05 -5.68323e-05 -0.000178356 -0.000228871 0.000293875 0.000502891 -0.000809554 -0.00141293
internal_weight=0 3700 3590 3509 3438 2555 2479 883 743 140 110
internal_count=3750 3700 3590 3509 3438 2555 2479 883 743 140 110
is_linear=0
shrinkage=0.0995203


Tree=3490
num_leaves=13
num_cat=0
split_feature=21 6 17 20 1 17 0 17 17 26 17 8
split_gain=0.017386 0.0160245 0.0113592 0.0108838 0.0341839 0.0277813 0.0157931 0.0144814 0.0157785 0.0261492 0.0207854 0.00686143
threshold=0.20153000000000004 0.14653500000000005 -1.0000000180025095e-35 -0.09638999999999999 -0.0096349999999999995 -0.098644999999999997 -0.233955 0.51734000000000024 0.066010000000000027 0.10812000000000002 0.048755000000000014 -0.080835000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -5 8 10 -10 -8 -9
right_child=-2 2 -4 6 -6 -7 7 11 9 -11 -12 -13
leaf_value=0.001056178263475403 0.0017781617044012126 -0.00031670518571264434 -0.0023633616711905485 -0.0015882959995410671 0.0021604930786265327 -0.0018065767709173116 -7.3618190316910993e-05 -0.00040452722381458293 0.00019043411321841583 0.0022435605154222864 -0.001442694902229303 -0.0020949629413476805
leaf_weight=67 50 59 51 69 87 67 2503 49 514 70 115 49
leaf_count=67 50 59 51 69 87 67 2503 49 514 70 115 49
internal_value=0 -8.95401e-05 -0.00127305 -5.30484e-05 0.000623015 -0.00036909 -9.76399e-05 -6.62235e-05 -2.94894e-05 0.00043793 -0.00013407 -0.0012581
internal_weight=0 3700 110 3590 221 134 3369 3300 3202 584 2618 98
internal_count=3750 3700 110 3590 221 134 3369 3300 3202 584 2618 98
is_linear=0
shrinkage=0.0995203


Tree=3491
num_leaves=12
num_cat=0
split_feature=21 6 21 21 6 18 18 3 3 17 17
split_gain=0.0141581 0.0157597 0.00985536 0.0191969 0.0215278 0.00991933 0.0215427 0.0158631 0.0156309 0.0133856 0.00597225
threshold=0.15544000000000005 0.14653500000000005 -0.091869999999999993 -0.084999999999999992 -0.0092549999999999993 -0.087529999999999983 -0.085454999999999989 0.082595000000000016 0.092200000000000018 0.26430000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 -5 -9 -8 -3
right_child=-2 10 3 5 -6 6 9 8 -10 -11 -12
leaf_value=0.001092567180319595 0.0012857766879934974 -0.00059181592271187672 -0.002922773350838502 0.0013727994902753313 5.7954088710553403e-05 0.0018580668706059975 0.00010406878967514283 -0.00092686597623075674 7.9574691601035265e-06 -0.00053333226355537736 -0.002156063370631919
leaf_weight=73 76 55 49 49 46 64 2203 366 340 383 46
leaf_count=73 76 55 49 49 46 64 2203 366 340 383 46
internal_value=0 -8.60727e-05 -5.11796e-05 -7.52688e-05 -0.00147086 -3.60912e-05 5.4307e-05 -0.000354467 -0.000475508 9.34982e-06 -0.00131235
internal_weight=0 3674 3573 3500 95 3405 2650 755 706 2586 101
internal_count=3750 3674 3573 3500 95 3405 2650 755 706 2586 101
is_linear=0
shrinkage=0.0995203


Tree=3492
num_leaves=9
num_cat=0
split_feature=23 19 3 2 9 2 3 6
split_gain=0.0227699 0.0215867 0.023184 0.03061 0.0248567 0.0171331 0.0204604 0.0176546
threshold=-0.068919999999999995 0.13612500000000002 0.16149500000000003 -0.0043799999999999993 -0.26414499999999996 0.31852000000000008 0.14530500000000005 0.14653500000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 -6
right_child=1 -3 3 -5 5 -7 -8 -9
leaf_value=0.0022211603757512762 0.00234282030018632 0.0016679732190741938 0.00044745518802601357 -0.0029114178061800623 7.4613155015902132e-05 -0.001771889420161703 0.0020847010937933368 -0.001308453968803934
leaf_weight=49 47 81 48 60 3278 51 49 94
leaf_count=49 47 81 48 60 3278 51 49 94
internal_value=0 6.10035e-05 2.48901e-05 -0.00141101 6.91912e-05 3.81776e-05 6.54012e-05 3.58151e-05
internal_weight=0 3708 3627 108 3519 3472 3421 3372
internal_count=3757 3708 3627 108 3519 3472 3421 3372
is_linear=0
shrinkage=0.0995203


Tree=3493
num_leaves=24
num_cat=0
split_feature=0 29 0 1 18 18 1 20 0 26 2 17 1 20 4 17 6 21 9 1 18 17 6
split_gain=0.0206891 0.0266012 0.0255859 0.0196894 0.0313335 0.083715 0.0261509 0.0208744 0.0236893 0.0546871 0.0291616 0.0179151 0.0576515 0.106976 0.0213329 0.0229396 0.0169346 0.0248137 0.0126794 0.0195379 0.0133571 0.0122787 0.015882
threshold=-0.088594999999999993 0.0050600000000000011 -0.089449999999999988 -0.50388999999999995 -0.11533 0.085685000000000025 -0.15528499999999998 1.0000000180025095e-35 -0.085794999999999996 0.085945000000000021 -0.083974999999999994 -0.065004999999999993 -0.0064949999999999999 -0.071149999999999991 0.13954000000000003 -0.038314999999999995 0.095355000000000023 0.11240000000000001 0.08622500000000001 -0.37983499999999998 -0.030229999999999996 -0.093784999999999993 0.082725000000000021
decision_type=2 2 2 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 4 -2 -6 18 8 9 -8 -10 12 21 -14 15 -13 17 -17 19 -5 -20 22 -1
right_child=1 -3 -4 6 5 -7 7 -9 10 -11 -12 14 13 -15 -16 16 -18 -19 20 -21 -22 -23 -24
leaf_value=-0.001292873396015796 -0.00077266852643819708 0.0021446318328107753 -0.0022577709134943666 -0.00034583191116288001 0.0050855333254628404 -0.00057641514210162988 0.0028528276108322893 -0.0013054610155628561 -0.00043163539998146872 2.721847152451605e-05 0.00043602758896317474 0.0023790678562728251 0.0008415280843209167 -0.0048233556469878085 -0.0018973021196597908 0.00044142345934838683 -0.0016082409882787381 -0.0013913099768665157 -0.0012942509026240283 -0.0030421139153061221 0.0010896232515716371 0.0012847841802346364 0.00096804716922925917
leaf_weight=71 49 71 60 54 52 51 111 85 576 176 1146 46 58 76 50 610 54 83 47 54 46 77 54
leaf_count=71 49 71 60 54 52 51 111 85 576 176 1146 46 58 76 50 610 54 83 47 54 46 77 54
internal_value=0 0.000244528 -0.000252064 0.000189062 0.00128653 0.0022741 0.000116018 0.000220418 0.000285385 0.0011229 0.000145323 -0.000149298 -0.000764049 -0.00236528 9.47559e-05 0.000221391 8.7426e-05 0.000220737 -0.000967537 -0.00170155 -0.000106328 0.000294104 -0.000309607
internal_weight=0 2518 1239 2447 152 103 2295 2094 2009 287 1722 1179 336 134 843 793 747 693 201 108 93 202 125
internal_count=3757 2518 1239 2447 152 103 2295 2094 2009 287 1722 1179 336 134 843 793 747 693 201 108 93 202 125
is_linear=0
shrinkage=0.0995203


Tree=3494
num_leaves=31
num_cat=0
split_feature=0 0 9 2 2 9 0 2 1 18 17 0 18 2 2 2 9 9 26 1 17 2 4 28 17 17 9 17 17 0
split_gain=0.017893 0.0391375 0.0602704 0.0771321 0.0760749 0.0357011 0.0697657 0.0334478 0.0286353 0.0333826 0.0233198 0.0212354 0.0204647 0.0536275 0.0502081 0.0212019 0.0210809 0.0311712 0.0251227 0.0655367 0.0377684 0.0187856 0.0182008 0.0183233 0.0147978 0.0184308 0.0578755 0.038619 0.0176714 0.0233309
threshold=-0.079805000000000001 -0.071029999999999996 0.09143500000000003 -0.082084999999999991 -0.069459999999999994 0.089645000000000016 -0.078664999999999999 -0.080744999999999997 -0.066524999999999987 -0.064960000000000004 -0.53447999999999996 -0.069569999999999993 0.0020050000000000003 -0.072419999999999998 -0.082904999999999993 -0.057419999999999999 0.098720000000000016 0.10864500000000002 0.0054200000000000012 -0.041095 -0.55754499999999996 0.10674000000000002 0.14123000000000005 0.077350000000000016 -0.17385999999999999 -0.093784999999999993 0.08488500000000003 -0.084209999999999993 -0.40451500000000001 -0.084759999999999988
decision_type=2 2 2 2 2 2 2 2 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 5 -4 8 6 -2 -8 9 -5 -1 -3 16 14 -14 -15 18 -18 20 -20 -13 -17 23 24 28 26 -26 -27 29 -12
right_child=1 11 3 4 -6 -7 7 -9 -10 -11 22 12 13 15 -16 21 17 -19 19 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0020536450836283558 0.0036919185243259882 -0.001732145971101595 0.0056674715014876538 0.0033438855367229794 0.0048704771100115387 -0.002708378481543333 -0.0025872716795294838 0.00096987654581861052 -0.0013348254850868199 9.0451162774421673e-05 -0.0013205105480534056 0.002102334534206815 0.00072160153902766061 -0.0019460448338870489 0.0049687370510356358 0.0012357526021133838 -0.0025529920915699379 0.00013455568478458382 0.0036383597612932033 -0.00078299111003906003 -0.00090289710480969526 -0.0011932932097099892 -0.0020077048086769556 -0.0018008858140643896 -0.0026130104364962027 0.001910734936933481 0.00078603805031265516 -4.7369783599276917e-05 0.0024779075827605673 0.0017809577258720835
leaf_weight=59 46 67 47 48 47 46 57 48 63 91 49 50 68 53 47 91 83 87 62 71 239 48 46 55 101 106 97 1686 52 47
leaf_count=59 46 67 47 48 47 46 57 48 63 91 49 50 68 53 47 91 83 87 62 71 239 48 46 55 101 106 97 1686 52 47
internal_value=0 0.000345159 0.00106671 0.00196475 0.00126255 -0.000278472 0.000456344 -0.000953351 0.000419028 0.00121983 -0.000100318 -2.22382e-05 0.000104286 0.000764282 0.00246451 -0.000249818 -0.000236593 -0.00117278 0.000138606 0.00127194 -0.000380128 0.000391056 -4.84805e-05 -7.01084e-06 3.87537e-05 -3.22499e-05 -0.000943686 6.79988e-05 0.000998995 0.000189389
internal_weight=0 1459 493 296 249 197 151 105 202 139 2298 966 899 307 115 192 592 170 422 133 289 139 2239 2193 2138 1990 198 1792 148 96
internal_count=3757 1459 493 296 249 197 151 105 202 139 2298 966 899 307 115 192 592 170 422 133 289 139 2239 2193 2138 1990 198 1792 148 96
is_linear=0
shrinkage=0.0995203


Tree=3495
num_leaves=18
num_cat=0
split_feature=8 19 5 5 5 2 5 5 8 4 8 19 5 5 5 8 4
split_gain=0.0272175 0.0321234 0.0269805 0.0444012 0.070094 0.0342477 0.031119 0.0415554 0.0332052 0.0255497 0.0254189 0.0166281 0.0184646 0.0869286 0.0773822 0.0598214 0.0373421
threshold=-0.087129999999999999 0.10033500000000002 0.0047850000000000011 -0.0073899999999999999 -0.010074999999999999 -0.078129999999999991 -0.082635 -0.088935 -0.09547499999999999 0.14123000000000005 -0.086489999999999997 0.13612500000000002 -0.021235 -0.025879999999999997 -0.018754999999999997 -0.084044999999999995 0.10845500000000002
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 -4 7 -1 -8 10 -2 12 13 15 -14 -12 -16
right_child=9 -3 5 -5 -6 -7 8 -9 -10 -11 11 -13 14 -15 16 -17 -18
leaf_value=-0.00046573223651082271 0.0021336544982492869 -0.0023377030034968144 0.0027598076098535682 -0.0027608529279130141 0.0030869207687683744 -0.00028843149850256845 -0.00010191411955224098 0.0020470095253517688 -0.0027932709777357687 0.0024393171841557235 -0.0023168795746891023 0.0016110565451564404 -0.0041489018741978009 0.0043822368942914788 0.00011803277172761899 0.00044175652633575451 -0.0021781514282323642
leaf_weight=424 65 76 64 74 59 84 83 77 102 51 85 74 46 52 1347 920 74
leaf_count=424 65 76 64 74 59 84 83 77 102 51 85 74 46 52 1347 920 74
internal_value=0 -0.00036654 -0.000210773 -0.000434941 -0.000202812 0.0010242 -0.000486942 -7.79082e-05 -0.00159022 0.00023149 0.000188899 0.000139928 9.64723e-05 0.000413773 -0.00013159 0.000207624 -9.673e-07
internal_weight=0 1043 967 819 745 148 686 501 185 2714 2663 2598 2524 1057 1467 1005 1421
internal_count=3757 1043 967 819 745 148 686 501 185 2714 2663 2598 2524 1057 1467 1005 1421
is_linear=0
shrinkage=0.0995203


Tree=3496
num_leaves=25
num_cat=0
split_feature=24 2 3 2 30 20 17 1 4 3 3 5 0 0 21 21 17 0 18 20 2 4 1 3
split_gain=0.0148111 0.0189833 0.0304148 0.0211151 0.0464109 0.0259008 0.0370858 0.0421394 0.0320139 0.0523411 0.0239684 0.0165628 0.0191617 0.0832931 0.050264 0.0577419 0.0526165 0.174 0.172099 0.0404456 0.0366473 0.0291671 0.0252653 0.00234496
threshold=-0.070599999999999996 -0.011474999999999999 0.16149500000000003 0.0040650000000000018 0.081700000000000009 -1.0000000180025095e-35 -0.14763999999999997 0.50644500000000015 0.09939000000000002 0.090905000000000027 0.10892000000000003 0.6362850000000001 -0.085754999999999984 -0.085349999999999995 0.096230000000000024 0.10496500000000002 -0.011809999999999999 -0.087084999999999982 -0.018864999999999996 -0.0083149999999999995 -0.021165 0.10543500000000001 0.0065600000000000007 0.096035000000000023
decision_type=2 2 2 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 -3 8 -7 -8 9 -5 -10 12 14 -14 16 22 17 -2 -18 -17 21 -15 -16 -6
right_child=1 2 -4 5 23 6 7 -9 10 -11 -12 -13 13 20 15 19 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0017289101477323246 -0.00083272399743826474 0.0038961719497869552 -0.0015071083770311416 0.00026112370044223247 0.00077796486543947998 -0.0016656602736711149 0.0020162364829154058 -0.0012189449832872234 0.0024227233520900163 -0.0041275528976156498 -0.00042873702482584624 -0.0020265000206631388 0.0039249167873994231 -5.4560166974332574e-05 0.0009042148969805368 -0.0019509621365062537 -0.0063955975959783728 0.0052989992072955405 -0.00077108093246881597 0.0014971760362940305 -0.0023083552841731553 0.0017054953421656808 0.0041054104835416315 -0.00021709351980052371
leaf_weight=52 303 57 74 59 46 46 208 49 46 49 79 46 54 1599 46 80 62 54 416 58 68 99 54 46
leaf_count=52 303 57 74 59 46 46 208 49 46 49 79 46 54 1599 46 80 62 54 416 58 68 99 54 46
internal_value=0 -3.6983e-05 0.000406427 0.00061434 0.00166364 0.000321124 0.000928684 0.00139623 -0.000465451 -0.00172246 0.000614052 -0.000151773 -0.000121681 7.45941e-05 -0.000455361 0.000818757 -0.000819503 9.24711e-05 -0.00150233 -0.000495813 -4.2676e-05 4.75758e-05 0.00264105 0.000271538
internal_weight=0 3698 759 685 149 536 303 257 233 108 125 2939 2893 1820 1073 238 835 357 478 138 1766 1698 100 92
internal_count=3750 3698 759 685 149 536 303 257 233 108 125 2939 2893 1820 1073 238 835 357 478 138 1766 1698 100 92
is_linear=0
shrinkage=0.0995203


Tree=3497
num_leaves=25
num_cat=0
split_feature=9 9 0 0 9 3 3 3 17 17 0 3 4 17 1 3 3 3 1 3 7 1 1 1
split_gain=0.0172742 0.0438759 0.0235491 0.0959112 0.0648083 0.032079 0.0384507 0.0321782 0.031186 0.0836394 0.038429 0.0298347 0.0227008 0.015184 0.016789 0.0160149 0.0843793 0.0562707 0.014724 0.0301522 0.0204636 0.0176771 0.0363431 0.0288294
threshold=0.083795000000000022 0.083540000000000017 -0.085754999999999984 -0.085245000000000001 0.084115000000000009 0.091615000000000016 0.089605000000000018 0.094045000000000031 -0.015100000000000001 -0.0077549999999999997 -0.088484999999999994 0.10038500000000002 0.10098000000000003 -0.56137499999999996 -0.49056499999999997 0.091615000000000016 0.092510000000000023 0.090995000000000006 0.50644500000000015 0.11553000000000002 0.078400000000000011 0.41897000000000012 0.40780000000000011 0.10637500000000003
decision_type=2 2 2 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 4 -4 -2 6 8 -7 10 -10 -6 -9 -13 -5 -15 17 -17 -16 20 -20 21 22 23 -1
right_child=2 -3 3 13 5 7 -8 11 9 -11 -12 12 -14 14 15 16 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=2.9459101328202501e-06 -0.0041749741031401706 0.003210047416507161 0.0044024420497000014 -0.0018184639092158296 -0.00041012782869517367 0.0023835067263839908 -0.0027959893499601754 -0.0019088950559801026 -0.004887081735944895 -0.00034990237651523254 0.0028093167892959342 0.0013892652897804455 -0.0012143698187767511 0.0017194345712736364 -2.9836582329221485e-05 -0.0041406638100485119 -0.00014223630672208188 0.0032042294710955543 0.0011957476424323875 -0.0019535371733241857 0.0020198512938496035 0.0018976609482869455 -0.0024585205032268422 0.0019305629929473155
leaf_weight=730 48 48 48 50 124 65 86 66 49 228 52 111 47 51 650 56 795 58 46 86 62 54 54 86
leaf_count=730 48 48 48 50 124 65 86 66 49 228 52 111 47 51 650 56 795 58 46 86 62 54 54 86
internal_value=0 0.000263003 -0.000198332 1.6361e-05 -0.000617868 -0.00041067 -0.000864766 0.000433409 -0.000496324 -0.00115546 0.000536421 -0.000128813 0.000609585 -0.000109972 -5.64052e-05 -0.000115024 -0.000406315 0.000233945 0.000135743 -0.000849857 0.00026852 0.00015012 4.07113e-05 0.000207105
internal_weight=0 1166 2584 1708 876 828 539 289 453 277 176 224 158 1660 1610 1559 851 708 1118 132 986 924 870 816
internal_count=3750 1166 2584 1708 876 828 539 289 453 277 176 224 158 1660 1610 1559 851 708 1118 132 986 924 870 816
is_linear=0
shrinkage=0.0995203


Tree=3498
num_leaves=25
num_cat=0
split_feature=9 9 17 5 0 8 5 4 26 17 26 0 26 21 0 3 0 9 17 21 21 0 17 5
split_gain=0.0140798 0.0436253 0.0199245 0.0530299 0.0924088 0.0256452 0.0406405 0.024564 0.0193076 0.0511859 0.0362664 0.0423476 0.0268256 0.0200954 0.0258614 0.0173663 0.0711014 0.0522275 0.0470861 0.0129844 0.0491016 0.0469721 0.033623 0.0237727
threshold=0.085335000000000022 0.085665000000000033 1.0000000180025095e-35 -0.025879999999999997 -0.083995 -0.085385000000000003 -0.12429 0.08858000000000002 0.088605000000000017 -0.010239999999999999 0.086095000000000019 -0.085754999999999984 0.08488500000000003 -0.091104999999999992 -0.087184999999999999 0.084955000000000017 -0.089164999999999994 0.086375000000000021 -0.026504999999999997 0.095375000000000029 0.092775000000000024 -0.09937 -0.47196999999999995 -0.49053999999999998
decision_type=2 2 2 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 5 -5 6 -4 -7 10 -10 12 -12 13 -1 -15 16 -3 18 -17 20 23 -21 -23 -19
right_child=1 15 3 4 -6 7 -8 -9 9 -11 11 -13 -14 14 -16 17 -18 19 -20 21 -22 22 -24 -25
leaf_value=-0.0020194292725474756 -0.002525634230695426 -0.0013494092914348996 0.00049120140975950847 0.0049726237837742094 -0.0008066364868024291 0.0026051085461079584 -0.0029907233139462967 -0.00038697687516243452 0.00293459880435746 -0.0010245887618215866 -0.0041779857596526701 7.5253930299141872e-05 0.0016714376078672474 0.00048630367408241244 -0.0006077725775310691 3.0987228135296563e-05 0.0036388743777231798 0.0021139924992317335 -0.0040518818821439996 0.0026852156390796619 -0.0033162707488979784 0.001550847764691518 -0.00059023887082026939 -0.00018699166583220284
leaf_weight=53 78 58 83 67 46 56 55 52 71 59 46 46 89 460 400 49 55 46 64 74 49 97 289 1308
leaf_count=53 78 58 83 67 46 56 55 52 71 59 46 46 89 460 400 49 55 46 64 74 49 97 289 1308
internal_value=0 -0.000214217 0.000176111 0.000828093 0.00261276 4.97795e-06 -0.000890591 0.0011569 -1.44465e-05 0.00113144 -0.000151361 -0.00204247 2.14573e-05 -0.000138488 -2.16171e-05 -0.000127521 0.00107127 -0.000196489 -0.00227419 -7.00273e-05 -0.00022084 0.000388172 -5.00729e-05 -0.000108215
internal_weight=0 2167 1583 359 113 246 138 108 1224 130 1094 92 1002 913 860 2089 113 1976 113 1863 1403 460 386 1354
internal_count=3750 2167 1583 359 113 246 138 108 1224 130 1094 92 1002 913 860 2089 113 1976 113 1863 1403 460 386 1354
is_linear=0
shrinkage=0.0995203


Tree=3499
num_leaves=21
num_cat=0
split_feature=11 2 2 2 9 17 6 9 1 26 9 18 6 6 19 1 17 17 17 18
split_gain=0.014097 0.0179661 0.0288801 0.0185183 0.0498849 0.0168599 0.025619 0.0473703 0.0246529 0.0438493 0.0387972 0.0311131 0.0506374 0.0221313 0.0192101 0.0121599 0.0212123 0.0289865 0.0210715 0.0190505
threshold=-0.40069499999999997 -0.011474999999999999 -0.0072299999999999994 -0.026175 -0.076039999999999983 0.0065250000000000013 0.10877500000000002 0.10341500000000002 -0.079434999999999992 0.087395000000000014 0.087435000000000027 -0.080424999999999996 0.10877500000000002 0.099330000000000016 0.11183000000000003 -0.50388999999999995 -0.093784999999999993 -0.25491999999999998 -0.081244999999999998 0.10189500000000003
decision_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 6 13 -8 9 -7 -11 -10 -13 14 -2 -4 17 -17 -18 -20
right_child=1 2 15 4 -6 8 7 -9 11 10 -12 12 -14 -15 -16 16 18 -19 19 -21
leaf_value=-0.0017760302295697899 -0.00027623786134790406 0.0025435218154919951 0.0014761956125145393 0.00034755161523059643 -0.0036771477344541199 0.0036720827228797193 -0.0038768662935328734 0.00042212755400584191 -0.0020527617113453005 -0.001842792620069592 0.0017636501698964065 -0.00026066243404161324 0.0019568823456115637 0.00157997202766171 0.0017193731153116588 0.00025312852784798823 0.0022552989174406827 -0.0030361490659373195 0.00042484696323780066 -0.0012663309859441941
leaf_weight=46 1775 58 70 73 52 55 52 49 65 50 72 447 132 70 49 60 52 47 397 79
leaf_count=46 1775 58 70 73 52 55 52 49 65 50 72 447 132 70 49 60 52 47 397 79
internal_value=0 -2.2602e-05 0.000407449 -0.000134451 -0.00132018 -8.15269e-05 -0.00023797 -0.00178311 0.000297627 0.0013379 0.00027889 1.04434e-05 0.000243478 -0.000155141 -0.000222179 0.000230554 9.195e-05 -0.00118404 0.000352083 0.000142448
internal_weight=0 3704 763 2941 125 2816 1995 101 821 177 122 644 579 1894 1824 705 635 107 528 476
internal_count=3750 3704 763 2941 125 2816 1995 101 821 177 122 644 579 1894 1824 705 635 107 528 476
is_linear=0
shrinkage=0.0995203


Tree=3500
num_leaves=10
num_cat=0
split_feature=6 5 4 24 19 5 3 6 6
split_gain=0.0464695 0.0160189 0.0172609 0.0142966 0.0110114 0.0142306 0.0116818 0.0273987 0.0109368
threshold=0.23663500000000004 0.62404000000000015 0.10252500000000002 0.10415500000000003 -0.050215000000000003 0.51659500000000014 0.083875000000000019 0.085845000000000019 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -6 -8
right_child=-2 2 -4 -5 5 -7 8 -9 -10
leaf_value=-0.0012965446135210412 -0.0029797769219163219 1.4788954702525331e-05 -0.0025868567322858069 -0.001672304377251679 -4.448702022398075e-05 0.0016044620261354472 -8.117636802134809e-06 -0.002228659052665392 0.00038428789210779804
leaf_weight=57 52 52 48 47 308 61 1916 70 1108
leaf_count=57 52 52 48 47 308 61 1916 70 1108
internal_value=0 1.61509e-05 -0.00122582 5.11987e-05 7.44439e-05 9.72464e-05 6.99804e-05 -0.000451129 0.00013539
internal_weight=0 3667 100 3567 3520 3463 3402 378 3024
internal_count=3719 3667 100 3567 3520 3463 3402 378 3024
is_linear=0
shrinkage=0.0995203


Tree=3501
num_leaves=27
num_cat=0
split_feature=6 8 26 8 6 5 26 17 8 8 0 1 8 8 26 6 3 3 0 0 8 17 4 8 8 4
split_gain=0.0376783 0.014718 0.0308083 0.0686783 0.108692 0.092345 0.0520428 0.0382424 0.0571109 0.0266379 0.0249175 0.0443754 0.0453816 0.035802 0.0253405 0.0235239 0.0225281 0.0487046 0.0385837 0.0809567 0.0430794 0.0408986 0.0199954 0.0187954 0.0270915 0.0109634
threshold=0.23663500000000004 -0.077889999999999987 0.090095000000000022 -0.086154999999999995 0.084985000000000019 -0.0091849999999999987 0.089625000000000024 -0.014289999999999999 -0.091754999999999989 -0.077074999999999991 -0.089965000000000003 -0.0051399999999999996 -0.087954999999999992 -0.080569999999999989 0.088165000000000021 -0.090715000000000004 0.091975000000000015 0.092900000000000024 -0.071799999999999989 -0.079564999999999983 -0.013304999999999999 -0.065004999999999993 0.11541000000000003 -0.074504999999999988 -0.071594999999999992 0.085990000000000025
decision_type=2 2 2 2 2 2 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 -6 10 -4 22 -3 11 12 -1 14 -12 -13 18 -18 19 21 -20 -11 -9 -19 -25 -22
right_child=-2 9 3 4 5 -7 -8 8 -10 16 13 15 -14 -15 -16 -17 17 23 20 -21 25 -23 -24 24 -26 -27
leaf_value=0.00090273016795615801 -0.0026832288898209667 -0.0023351955613721627 0.0016312581869019202 -0.0017608743204719944 0.0056476061271244025 0.00083892418346781527 -0.0033194505604575838 -0.00077349080353486912 -0.0039912367467217231 -0.0017257506365313169 -0.00016487210535117875 -0.00079803351223747636 0.0044216316353843004 0.0017840033417578895 -0.0016558115414035195 0.0010651355669886594 0.003305972414433549 0.0016219516900330124 0.003105684249211523 -0.004570439801496024 -0.0015165875461095435 0.00053617338875594197 0.0017495958511954232 -0.0021441363736186404 2.142957546129991e-05 0.00033226623909379035
leaf_weight=129 52 56 82 51 89 72 46 96 46 156 760 177 51 82 133 108 46 66 48 60 51 160 46 61 912 83
leaf_count=129 52 56 82 51 89 72 46 96 46 156 760 177 51 82 133 108 46 66 48 60 51 160 46 61 912 83
internal_value=0 1.44547e-05 0.000199915 0.000891344 0.00223224 0.00350223 -2.38057e-05 -0.000158477 -0.000943461 -0.000199888 8.09034e-05 0.000680768 0.0019043 -0.000204346 -0.000387844 -8.91181e-05 -0.00012661 0.000137045 -0.000640739 -0.00121717 0.000545632 -0.000577882 3.80825e-05 -2.46632e-06 -0.000113494 -0.000365293
internal_weight=0 3667 1968 482 212 161 1486 270 188 1699 1440 465 180 975 893 285 1643 1085 558 376 182 316 142 1039 973 134
internal_count=3719 3667 1968 482 212 161 1486 270 188 1699 1440 465 180 975 893 285 1643 1085 558 376 182 316 142 1039 973 134
is_linear=0
shrinkage=0.0995203


Tree=3502
num_leaves=13
num_cat=0
split_feature=6 5 9 24 21 4 8 0 0 0 17 8
split_gain=0.0305529 0.0129797 0.015701 0.0118447 0.0106396 0.0172876 0.0118627 0.0208483 0.0603427 0.0517956 0.019067 0.022668
threshold=0.23663500000000004 0.62404000000000015 0.095415000000000014 0.10415500000000003 0.13765500000000006 0.10845500000000002 -0.076394999999999991 -0.071799999999999989 -0.074094999999999994 -0.069955000000000003 -0.53447999999999996 -0.079854999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 10 8 -8 -9 -1 -12
right_child=-2 2 -4 -5 5 -7 7 9 -10 -11 11 -13
leaf_value=-0.0016208506200317413 -0.0024161936845085918 -0.0024295635478628701 5.4359156947552582e-05 -0.0015241097009139593 0.0020527118304401724 -0.00032894477804861145 -0.00024640659465444918 0.0033981045190820429 -0.0032656299360096265 -1.5502286068657113e-05 0.00012187562502497055 0.0012173545857765179
leaf_weight=56 52 47 53 47 67 54 745 48 72 526 1742 210
leaf_count=56 52 47 53 47 67 54 745 48 72 526 1742 210
internal_value=0 1.30384e-05 -0.0011049 4.4609e-05 6.57876e-05 0.000983059 3.2893e-05 -0.000190196 -0.000513485 0.00026853 0.000187841 0.000240149
internal_weight=0 3667 100 3567 3520 121 3399 1391 817 574 2008 1952
internal_count=3719 3667 100 3567 3520 121 3399 1391 817 574 2008 1952
is_linear=0
shrinkage=0.0995203


Tree=3503
num_leaves=12
num_cat=0
split_feature=6 19 18 8 8 8 17 9 9 9 6
split_gain=0.024773 0.0111058 0.0132407 0.0131173 0.0249293 0.0185777 0.0205449 0.0158765 0.0238271 0.0194464 0.0158367
threshold=0.23663500000000004 -0.050215000000000003 -0.43123499999999998 -0.07106999999999998 -0.067719999999999989 -0.073644999999999988 -0.53447999999999996 0.11582000000000002 0.12372500000000002 0.10892000000000003 0.094100000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4 9 -9 -6 -8
right_child=-2 2 3 4 7 -7 10 8 -10 -11 -12
leaf_value=-0.0011055993273164856 -0.0021757335422903853 0.001716478359460698 -0.0017046997696615821 -0.0019188761189366233 -0.00013713750006600226 0.0021269993959152204 6.3012565213721041e-05 0.0024484803869958089 -0.00016138435928154306 -0.0018626692721108794 0.00084263160718711942
leaf_weight=86 52 46 59 81 1070 47 1762 57 87 69 303
leaf_count=86 52 46 59 81 1070 47 1762 57 87 69 303
internal_value=0 1.16741e-05 3.87348e-05 1.66712e-05 -0.00022493 0.000168842 0.000125126 -0.000117348 0.000866003 -0.000242388 0.000177803
internal_weight=0 3667 3581 3535 1364 2171 2124 1283 144 1139 2065
internal_count=3719 3667 3581 3535 1364 2171 2124 1283 144 1139 2065
is_linear=0
shrinkage=0.0995203


Tree=3504
num_leaves=15
num_cat=0
split_feature=8 5 22 22 22 8 22 18 6 21 26 0 2 26
split_gain=0.0176903 0.0234397 0.0211092 0.0195655 0.0269261 0.0259321 0.015642 0.0154438 0.0153298 0.0294022 0.0141568 0.0132909 0.0206509 0.00819783
threshold=0.093085000000000015 -0.54885499999999998 0.12026000000000002 0.079065000000000024 0.086250000000000021 0.058495000000000012 0.091785000000000019 0.26473000000000008 -0.07664 0.090715000000000032 0.11624000000000002 -0.030209999999999997 -0.241895 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 7 -6 10 9 -2 -3 -10 -13 -8
right_child=8 2 -4 4 6 -7 13 -9 11 -11 -12 12 -14 -15
leaf_value=-0.0020742950841413257 0.0012767402203258786 7.1182364887176976e-05 -0.0016677326960138912 0.0028122191188193649 -0.0012654524856580813 -0.0023372985494587426 0.00019398794862979813 -0.0017636155082652754 0.002355261014490686 -0.0021165681330453439 -0.00065827784436535105 0.0021711179018259604 -0.00046263449363937077 0.0018830161689019471
leaf_weight=57 56 2700 77 55 47 49 73 50 70 46 292 50 71 48
leaf_count=57 56 2700 77 55 47 49 73 50 70 46 292 50 71 48
internal_value=0 -7.26394e-05 -3.87517e-05 -6.55671e-07 0.000899374 -6.58531e-05 0.000268272 -2.89959e-05 0.000732807 -0.00024555 0 0.00125957 0.000618928 0.000870782
internal_weight=0 3448 3391 3314 223 3091 168 3042 293 102 2992 191 121 121
internal_count=3741 3448 3391 3314 223 3091 168 3042 293 102 2992 191 121 121
is_linear=0
shrinkage=0.0995203


Tree=3505
num_leaves=10
num_cat=0
split_feature=8 8 5 22 5 5 5 5 8
split_gain=0.0147354 0.0261866 0.0163282 0.0172301 0.0174774 0.0156344 0.0259385 0.0268128 0.0142556
threshold=0.10228000000000002 0.15415000000000004 -0.54885499999999998 0.12026000000000002 0.63223000000000018 0.51659500000000014 0.51100000000000012 0.40898000000000007 0.24853500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -4 -3
right_child=1 8 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.0016997973353756971 0.0021633426152105326 -0.0012011161803951662 -1.0207356050033546e-05 -0.0015017595901035781 -0.0016123200744212599 0.0014658123942602743 -0.0022463398996567067 0.001751165419898995 0.00085292118517422434
leaf_weight=59 84 61 3109 77 65 74 50 88 74
leaf_count=59 84 61 3109 77 65 74 50 88 74
internal_value=0 0.00078342 -5.78764e-05 -2.96662e-05 3.56849e-06 3.54419e-05 2.5912e-06 3.80198e-05 -6.91356e-05
internal_weight=0 219 3522 3463 3386 3321 3247 3197 135
internal_count=3741 219 3522 3463 3386 3321 3247 3197 135
is_linear=0
shrinkage=0.0995203


Tree=3506
num_leaves=17
num_cat=0
split_feature=8 5 3 3 3 5 4 0 0 22 0 5 5 9 0 0
split_gain=0.0122068 0.0157046 0.014022 0.0346726 0.0337075 0.0154069 0.0593456 0.0182532 0.0317619 0.0151078 0.0137839 0.0318249 0.0293757 0.0183985 0.0136865 0.0314051
threshold=0.093085000000000015 -0.54885499999999998 0.084290000000000018 0.083875000000000019 0.084550000000000028 -0.011514999999999999 0.076195000000000027 -0.11170000000000001 -0.085684999999999997 0.11738500000000003 -0.066264999999999991 0.15100500000000003 -0.092864999999999989 0.09550500000000002 0.099665000000000017 0.047575000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 7 -7 -3 -9 14 12 -12 -2 -13 15 -6
right_child=10 2 4 -5 9 6 -8 8 -10 -11 11 13 -14 -15 -16 -17
leaf_value=-0.0016986967569882095 -0.0020219076453639549 -0.0011313741888972417 -0.0026712028422797786 0.0023994263386918368 -3.955552604840162e-05 -0.0035137656386270968 0.00088994987488028 0.0023053689124514346 -0.00046019645074335731 -0.001413481313859602 0.0030956341098931656 0.0015573820141242404 0.00120032861777179 -0.00088080103403218545 -0.001343876016215613 0.0022813449299992476
leaf_weight=57 51 47 50 78 2707 49 79 93 73 80 57 57 62 66 76 59
leaf_count=57 51 47 50 78 2707 49 79 93 73 80 57 57 62 66 76 59
internal_value=0 -6.02133e-05 -3.24302e-05 0.000506202 -0.000108643 7.07465e-05 -0.000789453 0.000591517 0.00108426 -6.45138e-05 0.000608847 0.0011505 -0.000246711 0.000242433 -2.62533e-05 9.65438e-06
internal_weight=0 3448 3391 419 2972 341 128 213 166 2922 293 180 113 123 2842 2766
internal_count=3741 3448 3391 419 2972 341 128 213 166 2922 293 180 113 123 2842 2766
is_linear=0
shrinkage=0.0995203


Tree=3507
num_leaves=23
num_cat=0
split_feature=19 0 3 9 18 0 3 9 0 3 3 26 3 0 3 9 1 5 5 9 0 0
split_gain=0.0117061 0.0113521 0.0405041 0.122965 0.0469988 0.0389099 0.0318225 0.0415319 0.0643404 0.0803897 0.0571457 0.0323059 0.0304981 0.0264984 0.0588037 0.0246019 0.0239806 0.0189428 0.0312499 0.0477292 0.0319057 0.0215351
threshold=0.13950000000000004 -0.079805000000000001 0.092900000000000024 0.093235000000000026 0.089775000000000021 -0.080434999999999993 0.096035000000000023 0.11296000000000002 -0.072274999999999992 0.09940000000000003 0.13902500000000004 0.11377500000000003 0.10038500000000002 -0.077174999999999994 0.089655000000000026 0.088510000000000019 -0.057259999999999998 0.26676500000000009 0.064585000000000017 0.084055000000000032 -0.080974999999999991 -0.086304999999999993
decision_type=2 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 13 17 11 8 9 -8 16 -4 -10 15 -15 -3 -9 18 20 -20 21 -1
right_child=-2 2 6 -5 -6 -7 7 10 12 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=0.00015085793817200485 -0.0014223210244945991 0.0011249720312904445 -0.0027339809050460138 0.0054843638397829983 -0.0019619629704683622 -0.0027129892152698569 -0.00013714687578157865 -0.001485319058165239 0.0020451217776254315 0.0049016217005225307 -0.004183757970471381 0.00046867500026637172 -0.0002777667603975793 0.00062248425332794453 0.0045323710481490424 -0.0020733749732902941 0.0016339163959755551 0.0018018794986424977 0.00098084415316581296 -0.002887293689236427 0.0025320362764476028 -0.00056184013739995228
leaf_weight=1386 57 48 84 54 68 56 60 52 63 65 49 49 502 163 50 47 46 53 48 91 48 602
leaf_count=1386 57 48 84 54 68 56 60 52 63 65 49 49 502 163 50 47 46 53 48 91 48 602
internal_value=0 1.47973e-05 0.000238133 0.00104231 0.000402181 -0.00012174 -0.000117515 0.000108796 0.000433278 0.00247646 -0.00140871 -0.0015479 -1.73054e-05 0.000926793 0.00154414 -0.000448751 -1.28347e-05 -5.62426e-05 -0.000101897 -0.00154564 -2.92906e-06 -6.45473e-05
internal_weight=0 3684 1400 430 376 2284 970 837 690 125 147 133 565 308 213 95 98 2228 2175 139 2036 1988
internal_count=3741 3684 1400 430 376 2284 970 837 690 125 147 133 565 308 213 95 98 2228 2175 139 2036 1988
is_linear=0
shrinkage=0.0995203


Tree=3508
num_leaves=9
num_cat=0
split_feature=21 1 19 21 21 21 21 17
split_gain=0.0166585 0.0272956 0.0136144 0.0133669 0.0128763 0.0163505 0.0127293 0.0114551
threshold=0.13765500000000006 -0.047889999999999995 -0.10411999999999999 -0.13730999999999999 -0.091104999999999992 -0.085914999999999991 -0.084114999999999995 -0.5696199999999999
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 -7 -8
right_child=1 -3 3 4 5 6 7 -9
leaf_value=0.0013549057892174013 -0.00082168204369005462 0.0020751691476534832 0.0014436670837693693 -0.0015109174971960841 0.0016437637761683227 -0.0016362298527590291 0.0014496922717276033 -0.00013052429308816948
leaf_weight=64 50 89 54 66 52 55 46 3279
leaf_count=64 50 89 54 66 52 55 46 3279
internal_value=0 0.00102725 -8.27521e-05 -0.000108886 -0.000133088 -0.000106352 -0.00013352 -0.000108416
internal_weight=0 139 3616 3552 3498 3432 3380 3325
internal_count=3755 139 3616 3552 3498 3432 3380 3325
is_linear=0
shrinkage=0.0995203


Tree=3509
num_leaves=16
num_cat=0
split_feature=21 1 19 26 26 2 8 2 20 21 29 1 1 2 21
split_gain=0.0134913 0.0221482 0.0110402 0.0129267 0.0284097 0.0233667 0.0486965 0.0282449 0.0249932 0.0378835 0.0161442 0.0151399 0.0264184 0.0184218 0.0127901
threshold=0.13765500000000006 -0.047889999999999995 -0.10411999999999999 0.10439000000000002 0.10144500000000002 -0.080644999999999994 -0.053049999999999993 -0.077604999999999993 -0.066619999999999999 0.10254500000000003 0.0035350000000000004 -0.50763499999999995 -0.53140500000000002 -0.24163499999999999 0.084670000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 10 6 -5 -7 -9 -10 11 12 -4 -13 -12
right_child=1 -3 3 5 -6 7 -8 8 9 -11 14 13 -14 -15 -16
leaf_value=0.0012200653070060779 -0.00073990799676353493 0.0018686478164794923 -0.00028367829299648129 4.4491864634074993e-06 0.0022824352298254111 0.001709745202442511 -0.0042755237924847964 0.0013051675653421016 -0.00043985429313385957 -0.0036144526057187453 -0.0023463694578571537 -0.0019585781061987554 0.0028437250039801422 -3.061316334693972e-05 -6.918031729453388e-05
leaf_weight=64 50 89 58 59 52 63 47 55 200 46 54 50 49 2773 46
leaf_count=64 50 89 58 59 52 63 47 55 200 46 54 50 49 2773 46
internal_value=0 0.000924429 -7.44715e-05 -9.8027e-05 -2.36103e-05 -0.000584269 -0.00188555 -0.000203074 -0.000606151 -0.00103681 -6.34562e-05 -2.07333e-05 0.00114085 -6.50506e-05 -0.00130705
internal_weight=0 139 3616 3552 3082 470 106 364 301 246 3030 2930 107 2823 100
internal_count=3755 139 3616 3552 3082 470 106 364 301 246 3030 2930 107 2823 100
is_linear=0
shrinkage=0.0995203


Tree=3510
num_leaves=11
num_cat=0
split_feature=21 6 26 4 29 26 4 4 4 26
split_gain=0.0109265 0.0108604 0.00962222 0.0226436 0.0120516 0.0260791 0.0132104 0.013393 0.0374484 0.0210934
threshold=0.13765500000000006 0.004915000000000001 -0.2382 0.15028500000000003 0.0035350000000000004 0.0054200000000000012 0.13809000000000002 0.12061000000000001 0.11706000000000001 -0.019129999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 8 -4 -9
right_child=1 -3 3 -5 5 -7 -8 9 -10 -11
leaf_value=0.00097843034824055463 0.0015557020014620949 -0.00022640007768512922 -6.1312779029726617e-05 -0.0021344965779999748 -0.0026187743800528047 0.00044940236319362817 0.0012779946402377042 0.00035592620168896708 0.002711310083722814 -0.0022848888735184825
leaf_weight=85 83 56 3125 53 55 54 75 54 49 66
leaf_count=85 83 56 3125 53 55 54 75 54 49 66
internal_value=0 0.000831844 -6.70826e-05 -9.24826e-05 -6.11296e-05 -0.00109125 -2.75583e-05 -5.75326e-05 -1.82513e-05 -0.0010897
internal_weight=0 139 3616 3531 3478 109 3369 3294 3174 120
internal_count=3755 139 3616 3531 3478 109 3369 3294 3174 120
is_linear=0
shrinkage=0.0995203


Tree=3511
num_leaves=18
num_cat=0
split_feature=18 17 5 3 2 3 5 17 2 18 2 3 9 18 17 17 17
split_gain=0.00844124 0.0223727 0.0467565 0.0235539 0.0301462 0.0243803 0.0217885 0.0153378 0.0300203 0.0163115 0.0367224 0.0436778 0.0342247 0.0147249 0.0160161 0.0691003 0.0390527
threshold=-0.096219999999999986 -0.015464999999999998 -0.0047599999999999995 0.086775000000000033 -0.095649999999999999 0.092200000000000018 0.41370500000000004 -0.56005499999999986 -0.23128999999999997 -0.085834999999999995 -0.088385000000000005 0.086015000000000022 0.087695000000000009 -0.082654999999999992 -0.096019999999999994 -0.088734999999999994 -0.14169499999999999
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 -7 -2 -9 10 -10 -12 -13 -11 16 -16 -15
right_child=7 -3 3 4 5 6 -8 8 9 13 11 12 -14 14 15 -17 -18
leaf_value=-0.0029213503344175432 -0.0016055729247614796 0.0020499794037299188 0.0021016900829501496 0.001723514247471594 -0.0024742713986951005 0.0014781423267319442 -0.00062491813067030674 0.0022652866021491812 -0.0031613209949713271 0.0013264660589707847 0.001698803658635298 -0.0021091887887629461 0.00050463123263703395 4.743294640784071e-05 -0.0038955807146489625 -7.8891058238434055e-05 0.0026443451436380747
leaf_weight=46 65 66 69 86 47 70 161 54 53 78 78 124 82 302 48 2255 71
leaf_count=46 65 66 69 86 47 70 161 54 53 78 78 124 82 302 48 2255 71
internal_value=0 0.000331601 9.3122e-05 0.000415257 9.33269e-05 -0.000408031 8.82925e-06 -9.18854e-05 -6.03406e-05 -0.000101234 -0.00075485 -0.000302872 -0.00106476 -2.09558e-05 -6.05364e-05 -0.000158795 0.000543946
internal_weight=0 545 479 433 364 278 231 3210 3145 3091 337 284 206 2754 2676 2303 373
internal_count=3755 545 479 433 364 278 231 3210 3145 3091 337 284 206 2754 2676 2303 373
is_linear=0
shrinkage=0.0995203


Tree=3512
num_leaves=21
num_cat=0
split_feature=0 0 5 25 0 26 0 0 2 3 26 0 2 6 3 0 0 5 2 5
split_gain=0.0260838 0.045934 0.0388956 0.0356939 0.0229603 0.037396 0.0187109 0.0254967 0.0438442 0.019491 0.0171184 0.0219624 0.0221927 0.0548259 0.0388658 0.0319254 0.0292481 0.0376123 0.0261421 0.0244119
threshold=-0.071029999999999996 -0.073464999999999989 0.0053250000000000016 0.082910000000000025 -0.075709999999999986 0.096685000000000021 -0.077174999999999994 -0.079379999999999992 -0.075429999999999983 0.081685000000000021 -0.230515 -0.069824999999999984 -0.072624999999999981 0.041585000000000011 0.096265000000000031 -0.061654999999999995 -0.065519999999999981 0.16703000000000004 0.096520000000000022 -0.034484999999999995
decision_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 6 -6 7 9 -9 -1 -2 -12 13 14 -13 -16 -14 19 -19 -18
right_child=10 2 -4 -5 5 -7 -8 8 -10 -11 11 12 16 -15 15 -17 17 18 -20 -21
leaf_value=-0.0010850870030106345 -0.0022097379145698754 0.0039680051297813716 5.9514635068400699e-05 0.0027499291160895554 -0.0033219021419494837 0.00057870676537499083 0.0016040972849085846 -4.1539706832145301e-05 -0.0035743728317933297 0.00020184294632430628 -0.0022808594875631228 -0.0023866414852809045 -0.0029626454964380784 0.0027917419400403784 -0.0018141025357577163 0.00097433033363649498 -0.00052457876619298942 -0.0029385511418124097 -0.00040623608367048632 0.0013690502905218109
leaf_weight=123 51 57 46 49 51 46 79 111 51 2179 54 65 49 74 52 185 150 76 88 122
leaf_count=123 51 57 46 49 51 46 79 111 51 2179 54 65 49 74 52 185 150 76 88 122
internal_value=0 0.000167569 0.00223041 8.82488e-05 3.85363e-05 -0.00146369 9.6159e-05 4.74797e-05 -0.00115878 0.000132724 -0.000432375 -0.000332414 -0.000209261 0.000363182 -0.000229186 0.000359068 -0.000654739 -0.000393486 -0.00158474 0.00032176
internal_weight=0 2792 103 2689 2640 97 2543 2464 162 2302 966 915 861 376 302 237 485 436 164 272
internal_count=3758 2792 103 2689 2640 97 2543 2464 162 2302 966 915 861 376 302 237 485 436 164 272
is_linear=0
shrinkage=0.0995203


Tree=3513
num_leaves=22
num_cat=0
split_feature=18 4 4 18 18 5 6 6 19 36 38 18 18 0 26 7 3 6 8 3 25
split_gain=0.0246564 0.0300339 0.0478769 0.0396599 0.0316784 0.0250353 0.0483829 0.12985 0.0225728 0.0220317 0.0238202 0.0204369 0.0825411 0.0314821 0.0691489 0.0168105 0.011845 0.0759509 0.0311382 0.0160027 0.0155059
threshold=-0.057764999999999997 0.10876500000000001 0.079660000000000022 -0.10082999999999999 -0.13579499999999997 -0.039649999999999998 0.11690000000000002 0.10681500000000003 0.0069650000000000016 0.08605500000000002 -0.079969999999999999 -0.020389999999999998 -0.025879999999999997 -0.084759999999999988 0.091765000000000027 0.087670000000000012 0.08400500000000001 0.086275000000000032 -0.085605000000000001 0.084465000000000026 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
left_child=1 2 5 4 -4 -1 7 8 -7 11 -11 12 13 -2 -15 16 17 18 -13 -18 -21
right_child=9 -3 3 -5 -6 6 -8 -9 -10 10 -12 15 -14 14 -16 -17 19 -19 -20 20 -22
leaf_value=-0.0024334360070479024 -0.0017431658426696505 0.0019123580847825246 -0.0019772226194505037 -0.0037925177367738885 0.0011940203957442439 -6.290443546521415e-06 -0.0026911130363299405 0.0052887163843974789 -0.0021330832457940496 -0.0028585060231241448 0.00027915167168524285 -0.00077930453305019034 0.0045857579566826673 0.0034581397707494307 -0.0012567347194835897 0.0020147687661518357 0.0019130899963297366 -0.0040821967652406085 0.001918129064054261 9.581797662357431e-05 0.0019276912520754081
leaf_weight=46 60 55 88 69 48 745 64 46 53 48 47 97 53 60 63 47 52 48 75 1847 47
leaf_count=46 60 55 88 69 48 745 64 46 53 48 47 97 53 60 63 47 52 48 75 1847 47
internal_value=0 -0.000357045 -0.000465445 -0.00184569 -0.000851941 -0.000167993 -5.23223e-05 0.000146806 -0.00014857 0.000188047 -0.00129757 0.000246011 0.00112691 0.000120694 0.00103655 0.0001517 0.000110895 -0.000580356 0.000392143 0.000189463 0.000141709
internal_weight=0 1214 1159 205 136 954 908 844 798 2544 95 2449 236 183 123 2213 2166 220 172 1946 1894
internal_count=3758 1214 1159 205 136 954 908 844 798 2544 95 2449 236 183 123 2213 2166 220 172 1946 1894
is_linear=0
shrinkage=0.0995203


Tree=3514
num_leaves=19
num_cat=0
split_feature=18 4 4 18 18 5 6 17 17 21 21 18 3 3 9 26 4 13
split_gain=0.0200093 0.0243635 0.0388059 0.0321462 0.0256995 0.020296 0.0392268 0.112894 0.0247169 0.0190669 0.0160293 0.0175486 0.0567174 0.0814071 0.0472031 0.0164988 0.03781 0.0186196
threshold=-0.057764999999999997 0.10876500000000001 0.079660000000000022 -0.10082999999999999 -0.13579499999999997 -0.039649999999999998 0.11690000000000002 0.2590050000000001 -0.0050499999999999998 -0.10962999999999999 -0.084999999999999992 -0.018864999999999996 0.09049500000000002 0.088285000000000016 0.09143500000000003 -0.23202999999999999 0.15221500000000004 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 5 4 -4 -1 7 8 -7 -2 -11 12 13 -12 -14 -13 17 -17
right_child=9 -3 3 -5 -6 6 -8 -9 -10 10 11 15 14 -15 -16 16 -18 -19
leaf_value=-0.0021912600794171443 0.0021564129761682425 0.0017220398220227911 -0.0017804489293495665 -0.0034150857456526039 0.0010751910875466716 8.2871261076946479e-05 -0.0024232928423551406 0.0045791156144345839 -0.0014082977268205874 -0.0012999279304381579 -0.00020684198159587707 -0.0015660862969826153 -0.0028020142925259481 0.0053027899681081323 0.0011426242244375212 0.0001210695118393101 0.0028391896734522516 -0.0016431470690123932
leaf_weight=46 47 55 88 69 48 659 64 53 132 75 50 58 50 56 75 2022 50 61
leaf_count=46 47 55 88 69 48 659 64 53 132 75 50 58 50 56 75 2022 50 61
internal_value=0 -0.000321646 -0.000419335 -0.00166201 -0.000766557 -0.000151445 -4.72049e-05 0.000132003 -0.000164936 0.000169397 0.000131668 0.000176337 0.0010017 0.00269619 -0.000428683 8.8945e-05 0.000134332 6.90119e-05
internal_weight=0 1214 1159 205 136 954 908 844 791 2544 2497 2422 231 106 125 2191 2133 2083
internal_count=3758 1214 1159 205 136 954 908 844 791 2544 2497 2422 231 106 125 2191 2133 2083
is_linear=0
shrinkage=0.0995203


Tree=3515
num_leaves=23
num_cat=0
split_feature=0 0 18 8 3 6 9 9 3 3 3 3 21 8 25 20 3 6 6 0 2 9
split_gain=0.0221871 0.0342075 0.100888 0.0268048 0.0246271 0.0957982 0.0271039 0.0286351 0.0180518 0.0357251 0.0206268 0.0302764 0.0273416 0.0178669 0.0153117 0.0155499 0.0399263 0.019746 0.0679177 0.0369149 0.0379837 0.0238082
threshold=-0.085794999999999996 -0.087394999999999987 -0.0092699999999999987 -0.088520000000000001 0.084505000000000011 0.085845000000000019 0.084155000000000021 -0.081559999999999994 0.085355000000000028 0.085965000000000028 0.086965000000000028 0.087385000000000032 -0.085574999999999998 -0.082584999999999992 1.0000000180025095e-35 -0.097019999999999995 0.10850000000000003 -0.095814999999999997 -0.10032499999999998 -0.225295 -0.078244999999999995 0.088510000000000019
decision_type=2 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 -3 -4 5 6 7 -2 13 -10 -11 -12 -13 -6 15 16 -1 18 21 -19 -21 -17
right_child=4 2 3 -5 8 -7 -8 -9 9 10 11 12 -14 -15 -16 17 -18 19 -20 20 -22 -23
leaf_value=0.0024605260284183035 -0.0011494605878848969 0.0039575964716484311 0.00095582982217506723 -0.0023806087609876962 -8.6260027188189665e-05 -0.0052290748056651043 -0.0021678083775329153 0.0017068354288953893 -0.002716421872051256 0.0014814905160815881 -0.0026624518284182296 0.0021286032070376884 -0.00014676225066518017 0.0026709416404978189 0.0018179167388526264 -0.00060361347223618627 -0.0010861446511184157 -0.0023884220909190699 0.0034033146501554977 -0.00065316492399716862 0.0010179751421880801 0.00097754731569827638
leaf_weight=81 59 90 48 47 46 46 50 84 52 81 46 54 1643 46 51 263 51 81 66 430 196 147
leaf_count=81 59 90 48 47 46 46 50 84 52 81 46 54 1643 46 51 263 51 81 66 430 196 147
internal_value=0 0.00029812 0.00156851 -0.000686213 -0.000193034 -0.00114724 -0.000170127 0.000522639 -7.6736e-05 -0.000143876 -7.00873e-05 -0.000142661 -7.38757e-05 0.00128344 0.000125469 5.92081e-05 0.00108402 -5.44492e-05 0.000440269 -0.000388685 -0.000128625 -3.47128e-05
internal_weight=0 1551 185 95 2207 239 193 143 1968 1876 1824 1743 1697 92 1366 1315 132 1183 476 707 626 410
internal_count=3758 1551 185 95 2207 239 193 143 1968 1876 1824 1743 1697 92 1366 1315 132 1183 476 707 626 410
is_linear=0
shrinkage=0.0995203


Tree=3516
num_leaves=15
num_cat=0
split_feature=3 18 3 0 3 3 3 2 9 17 0 26 2 36
split_gain=0.0108751 0.0487033 0.0232197 0.020107 0.0175641 0.0165513 0.0147442 0.0951486 0.0424199 0.01495 0.0319104 0.0123373 0.0110071 0.0116461
threshold=0.082130000000000022 -0.018864999999999996 0.08345000000000001 -0.095339999999999994 0.083955000000000016 0.084235000000000018 0.084955000000000017 -0.082404999999999992 0.084535000000000013 -0.53166999999999998 -0.078479999999999994 0.15583500000000003 -0.055654999999999996 0.088355000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -4 -6 7 8 -7 10 -8 -11 -5 -14
right_child=2 3 4 12 5 6 9 -9 -10 11 -12 -13 13 -15
leaf_value=0.0029594907531493913 -0.0021581148410742866 0.0013250062467666712 0.0016663643686311729 -0.0018953363927818078 -0.0017135989848781404 -0.0025565048819579301 0.0028300359423833426 0.0045365769147394305 0.0012617275254718026 -0.00011350801414839529 0.00010809689474954619 0.00088938423616089673 -0.0012907066208042758 0.00082814750771444253
leaf_weight=69 48 71 65 51 54 57 56 51 58 2741 182 127 46 58
leaf_count=69 48 71 65 51 54 57 56 51 58 2741 182 127 46 58
internal_value=0 0.000645011 1.5067e-05 -5.80004e-05 4.60701e-05 1.41586e-05 4.29231e-05 0.000956777 -0.000623669 -5.65421e-06 0.000751993 -6.88128e-05 -0.000696788 -0.000101167
internal_weight=0 295 3439 226 3391 3326 3272 166 115 3106 238 2868 155 104
internal_count=3734 295 3439 226 3391 3326 3272 166 115 3106 238 2868 155 104
is_linear=0
shrinkage=0.0995203


Tree=3517
num_leaves=12
num_cat=0
split_feature=35 3 18 3 35 3 3 27 3 26 17
split_gain=0.00973377 0.014809 0.0261889 0.0189903 0.0153683 0.0140759 0.0135714 0.012707 0.0117034 0.0875685 0.0118148
threshold=0.004000000000000001 0.082130000000000022 -0.018864999999999996 0.08345000000000001 -0.076159999999999992 0.083955000000000016 0.084235000000000018 0.076195000000000027 0.084955000000000017 0.085855000000000029 -0.53166999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 -5 -7 -6 9 -8 -10
right_child=-2 3 4 5 7 6 8 -9 10 -11 -12
leaf_value=0.0025693296936128399 -0.0013791756055136402 -0.001943338892477813 -0.00089467873954622991 0.001500527419226898 0.00011348902348350683 -0.0015430613513246307 -0.0015593991849337553 0.0022269834303419184 0.00067749691583145362 0.0030167090220113318 -5.2278249661677525e-05
leaf_weight=63 46 48 74 65 75 54 78 46 238 88 2859
leaf_count=63 46 48 74 65 75 54 78 46 238 88 2859
internal_value=0 7.67791e-05 0.000804005 2.18395e-05 0.00022947 4.99729e-05 2.1301e-05 0.000923732 4.74408e-05 0.000861558 3.5396e-06
internal_weight=0 3688 258 3430 195 3382 3317 121 3263 166 3097
internal_count=3734 3688 258 3430 195 3382 3317 121 3263 166 3097
is_linear=0
shrinkage=0.0995203


Tree=3518
num_leaves=30
num_cat=0
split_feature=8 8 3 5 18 0 20 19 19 0 9 9 5 9 8 9 26 18 2 2 9 26 9 8 5 8 21 9 8
split_gain=0.0101916 0.0472914 0.0204224 0.0402674 0.0191224 0.12405 0.0350215 0.0247349 0.0304636 0.0239679 0.0166229 0.0479991 0.0448016 0.0351343 0.0309297 0.0269035 0.0458909 0.0970681 0.0337952 0.0565077 0.0616317 0.0236385 0.021515 0.0270094 0.0399135 0.0416551 0.0225252 0.0208287 0.0206389
threshold=-0.085385000000000003 -0.085764999999999994 0.079570000000000016 -0.40939500000000001 -0.022504999999999997 -0.088174999999999989 -0.064180000000000001 0.11183000000000003 0.090990000000000029 -0.14795 0.08938500000000002 0.087885000000000019 -0.02504 0.09007500000000003 -0.079854999999999995 0.085075000000000026 0.085465000000000027 -0.011039999999999999 -0.082484999999999989 -0.083974999999999994 0.086965000000000028 0.084355000000000027 0.090695000000000012 -0.077889999999999987 -0.045014999999999993 -0.080055000000000001 -0.0086749999999999987 0.095055000000000014 -0.07743499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 -4 8 9 -6 11 15 -13 -12 -14 16 21 -18 19 20 -17 28 -15 24 -24 -26 -25 -28 -2
right_child=10 -3 4 -5 7 -7 -8 -9 -10 -11 13 12 14 22 -16 18 17 -19 -20 -21 -22 -23 23 26 25 -27 27 -29 -30
leaf_value=-0.00042831744141723577 -0.0018042307419793304 0.0034188435437718049 0.0032404090081125164 0.0036788489955907199 -0.0011510735846735438 -0.0040476127618020909 -0.00016734629078397602 0.0024181438397846292 -0.0020240603522218149 0.00049774786125211573 0.0026162222647119755 0.00035449567450547282 -0.0047706102122788627 -0.0018543118324277389 -0.0013036254765410697 -0.00032596745263410628 -0.0054182945977136604 0.00010882503385703339 0.0028486822074469151 -0.0026899933704143644 0.0035412401822009438 0.0015819407651266979 0.003823997036566616 0.0018635817929547477 -0.0014455330861371989 0.0025621250001116621 -0.00090968382936314803 0.00016097729050701802 -4.5931848448628159e-05
leaf_weight=48 75 46 46 46 100 75 84 49 61 678 57 55 55 54 49 115 52 79 60 52 63 78 47 59 58 46 252 627 568
leaf_count=48 75 46 46 46 100 75 84 49 61 678 57 55 55 54 49 115 52 79 60 52 63 78 47 59 58 46 252 627 568
internal_value=0 0.000287051 0.000164995 0.00157286 4.31661e-05 -0.000822289 0.00103218 0.000243883 0.000115924 0.000284765 -6.24076e-05 -0.000309069 -0.00192933 0.000204333 -0.003145 -8.27638e-05 -0.000365223 -0.0020789 0.000744257 0.000191717 0.00103816 -5.27257e-05 8.33384e-05 0.000180172 0.00141553 0.000319214 -1.7824e-05 -0.000145039 -0.000252294
internal_weight=0 1233 1187 94 1093 205 130 888 839 778 2501 1301 159 1200 104 1142 852 131 290 230 178 721 1143 1089 151 104 938 879 643
internal_count=3734 1233 1187 94 1093 205 130 888 839 778 2501 1301 159 1200 104 1142 852 131 290 230 178 721 1143 1089 151 104 938 879 643
is_linear=0
shrinkage=0.0995203


Tree=3519
num_leaves=16
num_cat=0
split_feature=17 1 5 0 17 1 1 0 11 8 0 2 4 4 27
split_gain=0.0100133 0.0384049 0.0455378 0.0676282 0.0308236 0.0244506 0.0156588 0.0162275 0.0130001 0.0294861 0.0531747 0.0272263 0.0116203 0.0507988 0.0369457
threshold=0.26760500000000004 -0.050379999999999994 -0.040404999999999996 -0.076154999999999987 0.24923500000000007 -0.019984999999999999 -0.000195 -0.096724999999999992 0.083750000000000033 -0.48834 -0.10148 0.31326500000000007 0.079660000000000022 0.08544000000000003 0.079750000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 8 -3 -7 -8 9 10 -1 12 14 -14 -11
right_child=1 5 3 -5 -6 6 7 -9 -10 11 -12 -13 13 -15 -16
leaf_value=-0.0040704888784584888 -0.0040570857961918262 0.0023160768284081518 0.0014081883120864633 -0.0034739516232633943 0.0025099018559536341 -0.0014083805137057078 -0.00065380345556869432 0.0015333211543217679 0.0015844878811814404 0.00010804976452928594 0.00060271504738258601 0.0020940381413315098 -0.0026704592414357377 -1.1531055725838415e-05 0.0029588971388339849
leaf_weight=47 51 51 72 46 52 64 64 70 55 2198 49 66 79 724 46
leaf_count=47 51 51 72 46 52 64 64 70 55 2198 49 66 79 724 46
internal_value=0 -0.000411127 -0.00156996 -0.000488082 0.000105553 0.000372105 -0.000124481 0.000482615 6.69975e-05 4.07337e-05 -0.00167668 9.3959e-05 5.03673e-05 -0.000274139 0.000166854
internal_weight=0 418 169 118 3316 249 198 134 3264 3209 96 3113 3047 803 2244
internal_count=3734 418 169 118 3316 249 198 134 3264 3209 96 3113 3047 803 2244
is_linear=0
shrinkage=0.0995203


Tree=3520
num_leaves=11
num_cat=0
split_feature=10 5 26 3 3 6 12 30 23 3
split_gain=0.0253573 0.033145 0.0124858 0.0450602 0.0187203 0.0101188 0.0200792 0.019955 0.0149839 0.0123939
threshold=0.09056500000000002 0.63455500000000009 -0.23202999999999999 0.10669500000000003 0.17760500000000004 -0.40707999999999994 -0.0088449999999999987 0.082470000000000029 -1.0000000180025095e-35 0.081685000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 -4 -8
right_child=-2 -3 4 -5 -6 6 9 -9 -10 -11
leaf_value=0.00091688063520940701 0.0016592625622954993 -0.0026505198008241687 -0.00013268900233024612 -0.0034108006495401676 0.001552380444371229 0.0020361826292600495 -0.00096907963172087144 0.000523520159533419 -0.0024517067601824839 5.0485039768996134e-06
leaf_weight=49 85 49 46 46 74 47 135 74 72 3061
leaf_count=49 85 49 46 46 74 47 135 74 72 3061
internal_value=0 -7.9307e-05 -4.41216e-05 -0.00117001 -1.34068e-05 -4.73768e-05 -5.56102e-06 -0.000749407 -0.00155462 -3.58428e-05
internal_weight=0 3653 3604 95 3509 3435 3243 192 118 3196
internal_count=3738 3653 3604 95 3509 3435 3243 192 118 3196
is_linear=0
shrinkage=0.0995203


Tree=3521
num_leaves=10
num_cat=0
split_feature=18 27 18 29 6 6 8 8 1
split_gain=0.0319753 0.0271159 0.0101894 0.0100754 0.018476 0.0120504 0.0213643 0.0152336 0.0115705
threshold=-0.45171999999999995 0.11470500000000003 -0.41265499999999994 0.090185000000000015 -0.095324999999999993 -0.47287499999999999 -0.090440000000000006 -0.51030999999999993 -0.52333999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -4 -7 -9
right_child=1 -3 3 4 -6 7 -8 8 -10
leaf_value=-0.0020837513111970586 0.0014248472416967329 0.0020362752237682033 0.00037140432711468699 0.00038064560387785347 -0.0023570079279954768 0.0017173967742746925 -0.0025260214489714935 -0.0012548454247829617 1.2011055482386376e-05
leaf_weight=74 47 64 49 46 51 51 51 73 3232
leaf_count=74 47 64 49 46 51 51 51 73 3232
internal_value=0 5.56876e-06 -3.03053e-05 -4.97849e-05 -0.0010503 -2.14664e-05 -0.0010981 1.03705e-05 -1.57233e-05
internal_weight=0 3664 3600 3553 97 3456 100 3356 3305
internal_count=3738 3664 3600 3553 97 3456 100 3356 3305
is_linear=0
shrinkage=0.0995203


Tree=3522
num_leaves=13
num_cat=0
split_feature=18 27 18 18 10 0 0 2 3 2 10 2
split_gain=0.0259294 0.0219858 0.00878785 0.0208999 0.0201643 0.0181065 0.0294991 0.0205982 0.0568805 0.0186306 0.0130521 0.0289603
threshold=-0.45171999999999995 0.11470500000000003 -0.10387 -0.098315 0.093790000000000026 0.048265000000000009 -0.046675000000000001 -0.081204999999999986 0.090050000000000033 -0.070724999999999996 0.086275000000000018 -0.19220999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 10 6 7 8 -2 -9 11 -5
right_child=1 -3 3 4 -6 -7 -8 9 -10 -11 -12 -13
leaf_value=-0.0018763759762797159 -0.00034649058186261183 0.0018336247368844958 -0.0020996273152838699 -0.0024198965198214926 -0.0019733663400781066 0.0018727731401458189 -0.0018797585572789598 -0.0019597587513338387 0.0037604164600765965 0.00067845207343171792 0.0014256585637334833 -4.6686582770554239e-06
leaf_weight=74 78 64 50 50 53 70 60 46 58 62 61 3012
leaf_count=74 78 64 50 50 53 70 60 46 58 62 61 3012
internal_value=0 5.05902e-06 -2.72214e-05 -8.03778e-05 -4.83309e-05 0.000429099 9.39811e-05 0.000582682 0.00139897 -0.000437651 -1.53992e-05 -4.43748e-05
internal_weight=0 3664 3600 3226 3176 374 304 244 136 108 3123 3062
internal_count=3738 3664 3600 3226 3176 374 304 244 136 108 3123 3062
is_linear=0
shrinkage=0.0995203


Tree=3523
num_leaves=10
num_cat=0
split_feature=10 5 26 0 4 1 2 1 12
split_gain=0.0225517 0.0261805 0.0104732 0.0186799 0.0136666 0.012037 0.0164116 0.0155546 0.0123463
threshold=0.09056500000000002 0.63455500000000009 -0.23202999999999999 -0.083514999999999992 0.15221500000000004 0.50644500000000015 0.0066850000000000008 0.41897000000000012 -0.0088449999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 -4
right_child=-2 -3 4 -5 -6 6 -8 -9 -10
leaf_value=0.00035868840149766781 0.0015732749120130898 -0.0023515006144994711 0.001471993866187469 -0.0024204923419589197 0.0015942051409280037 -5.7094330958082092e-05 -0.0022347384663958885 0.0016988022096230311 -4.5243379821574224e-05
leaf_weight=46 85 49 54 49 52 88 57 53 3205
leaf_count=46 85 49 54 49 52 88 57 53 3205
internal_value=0 -6.63331e-05 -3.50367e-05 -0.00106617 -6.88738e-06 -3.12078e-05 -0.00091878 7.40317e-06 -1.98523e-05
internal_weight=0 3653 3604 95 3509 3457 145 3312 3259
internal_count=3738 3653 3604 95 3509 3457 145 3312 3259
is_linear=0
shrinkage=0.0995203


Tree=3524
num_leaves=8
num_cat=0
split_feature=13 9 4 6 4 4 4
split_gain=0.016234 0.0221722 0.0128529 0.0144281 0.0202215 0.0153611 0.0201374
threshold=0.089365000000000014 -0.26414499999999996 0.14903500000000006 -0.48214499999999999 0.13707500000000003 0.12498500000000003 0.11509500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.0019518940236199081 0.0018746386261751786 0.0015395796121446474 0.0016966801530767632 3.5196215544650257e-05 -0.0017297857432084724 0.001350075909909319 -0.001490253211364522
leaf_weight=56 47 61 46 3289 66 85 88
leaf_count=56 47 61 46 3289 66 85 88
internal_value=0 1.29678e-05 4.34633e-05 2.2046e-05 -3.96054e-06 2.87044e-05 -4.31252e-06
internal_weight=0 3691 3635 3589 3528 3462 3377
internal_count=3738 3691 3635 3589 3528 3462 3377
is_linear=0
shrinkage=0.0995203


Tree=3525
num_leaves=17
num_cat=0
split_feature=26 3 2 20 21 8 8 2 27 3 21 21 6 3 8 5
split_gain=0.0154374 0.0421303 0.022508 0.0205734 0.0182996 0.0139311 0.029436 0.0194448 0.0109547 0.0123764 0.0276147 0.0711985 0.0246279 0.0172159 0.069819 0.00990958
threshold=-0.091484999999999997 0.085795000000000024 -0.043929999999999997 -0.095634999999999998 0.094380000000000019 0.10228000000000002 0.095985000000000015 -0.14531999999999998 -1.0000000180025095e-35 0.086850000000000024 0.085190000000000016 0.088880000000000028 0.086420000000000011 0.087625000000000022 -0.082014999999999991 -0.023589999999999996
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 8 -7 -2 10 12 -12 -10 14 -11 -15
right_child=5 2 -4 4 -6 7 -8 -9 9 13 11 -13 -14 15 -16 -17
leaf_value=0.0029309162128169906 -0.0014474711407346714 0.0010110542474001253 0.0017735435452706069 -0.00013706320782387219 -0.00248915617321664 0.0025397705683451025 -0.002486296666326669 -0.00027964223128525541 0.00045149540583463234 0.0026805824122384421 -0.0036895503557252069 0.00049274599938794311 -0.00073695395364978093 -0.0001625735313584011 -0.0019787018862644627 0.00026055751912357173
leaf_weight=66 53 70 63 83 55 49 49 47 403 98 77 84 302 1118 47 1074
leaf_count=66 53 70 63 83 55 49 49 47 403 98 77 84 302 1118 47 1074
internal_value=0 0.000675572 0.000123279 -0.000372625 -0.00108042 -3.04588e-05 -6.50215e-05 0.00115091 -2.83319e-05 -4.59382e-06 -0.000326205 -0.0015024 -5.64381e-05 0.000114232 0.00116469 4.43718e-05
internal_weight=0 337 271 208 138 3401 3305 96 3256 3203 866 161 705 2337 145 2192
internal_count=3738 337 271 208 138 3401 3305 96 3256 3203 866 161 705 2337 145 2192
is_linear=0
shrinkage=0.0995203


Tree=3526
num_leaves=12
num_cat=0
split_feature=38 0 2 7 2 10 1 8 29 7 9
split_gain=0.0129298 0.0129947 0.0183386 0.0186478 0.0217607 0.0513141 0.0166529 0.0156372 0.0128565 0.014671 0.0100687
threshold=-0.080750000000000002 0.12346000000000003 -0.22383 0.082845000000000016 -0.122295 0.075585000000000027 -0.084059999999999996 -0.15146000000000001 -0.085279999999999995 -0.074779999999999999 0.095415000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 -5 -7 -6 -10 -3
right_child=1 10 3 6 8 7 -8 -9 9 -11 -12
leaf_value=-0.0012135745668035815 0.0020707811779686956 -0.0016023046120416677 0.0035471557836209825 6.5660943324073699e-05 0.0012513195276649246 0.0012059874757591555 -0.0025289387651722807 -0.0011946213622320801 0.0015330884892742912 -1.3135688351620299e-05 3.51404361084914e-05
leaf_weight=81 46 81 60 46 86 50 51 58 62 3050 67
leaf_count=81 46 81 60 46 86 50 51 58 62 3050 67
internal_value=0 5.74097e-05 9.6147e-05 6.9681e-05 0.000109109 0.00121334 -0.00129007 -7.56485e-05 5.08447e-05 1.74065e-05 -0.000855498
internal_weight=0 3657 3509 3463 3366 168 97 108 3198 3112 148
internal_count=3738 3657 3509 3463 3366 168 97 108 3198 3112 148
is_linear=0
shrinkage=0.0995203


Tree=3527
num_leaves=11
num_cat=0
split_feature=38 0 2 23 0 7 0 18 2 1
split_gain=0.0104856 0.0105254 0.0148683 0.0163031 0.0146652 0.0144337 0.0219464 0.0103982 0.01903 0.00646264
threshold=-0.080750000000000002 0.12346000000000003 -0.22383 0.086650000000000019 -0.233955 0.082845000000000016 -0.060094999999999996 -0.046804999999999992 -0.13535499999999998 -0.082635
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -3 -9 -7
right_child=1 7 3 -5 5 9 -8 8 -10 -11
leaf_value=-0.001092799336870049 0.0018646967118502885 -0.0019945527263266873 0.0015507010111142233 -0.0015228037669943308 -3.1284854431711485e-06 -0.00030625580111884315 0.00075781082276275434 0.0012631356816489685 -0.0014732392921355715 -0.001980682499296131
leaf_weight=81 46 47 67 63 2806 47 433 47 54 47
leaf_count=81 46 47 67 63 2806 47 433 47 54 47
internal_value=0 5.17409e-05 8.66248e-05 6.27698e-05 9.23903e-05 6.28297e-05 9.83436e-05 -0.000769808 -0.000191771 -0.00115218
internal_weight=0 3657 3509 3463 3400 3333 3239 148 101 94
internal_count=3738 3657 3509 3463 3400 3333 3239 148 101 94
is_linear=0
shrinkage=0.0995203


Tree=3528
num_leaves=28
num_cat=0
split_feature=1 19 6 5 19 6 26 26 26 5 1 9 26 1 9 4 4 1 21 5 6 6 26 18 2 5 4
split_gain=0.0181929 0.0445407 0.0255858 0.067623 0.0234925 0.0215681 0.0253995 0.0244127 0.021267 0.0280763 0.0417926 0.0883618 0.0538902 0.020047 0.0252164 0.0172558 0.029342 0.0284538 0.0283461 0.0185084 0.0171034 0.0448209 0.0461461 0.0374529 0.0558224 0.0424032 0.00551802
threshold=-0.018369999999999997 0.12765500000000005 -0.007045 -0.0089549999999999994 0.10781000000000003 -0.0088699999999999994 -0.126245 -0.23202999999999999 0.096685000000000021 -0.082635 -0.083284999999999984 0.094565000000000024 0.11215000000000001 0.15756500000000004 0.08709500000000002 0.13424500000000003 0.10724500000000002 0.27998000000000006 0.11729000000000002 -0.41397 0.089430000000000023 0.088565000000000019 0.088545000000000026 -0.007069999999999999 -0.07725499999999999 0.066815000000000027 0.13980000000000004
decision_type=2 2 2 2 2 2 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 8 6 7 -2 20 -10 12 -12 -11 14 -4 16 17 -8 -18 26 21 22 -1 25 -25 -22 -17
right_child=2 -3 3 -5 -6 -7 15 -9 9 10 11 -13 -14 -15 -16 19 18 -19 -20 -21 23 -23 -24 24 -26 -27 -28
leaf_value=2.8246738088298207e-05 -0.00056134491696119173 0.0029712403092075892 0.00047846416324930904 -0.0045346296482378767 -0.0018559790384861648 0.0019512865577192189 -0.00033927700798859213 0.0023013646212865155 -0.0027962848004457063 -0.0038430080381836747 0.003890345034521573 -0.00051648919376740844 0.00063504368195978374 0.0012129731641471477 -0.002735837180445858 -0.00085454031890020549 -0.0021453120080700077 0.0020278906565388013 0.00059798264413639813 0.0023584662771443405 0.0011047662832622811 0.0030032913561866465 0.0017781837145443324 -0.0032299912886219924 0.00059893234998810571 -0.0013604225043936267 0.00062764037078871999
leaf_weight=729 48 55 47 49 59 48 961 75 46 59 59 190 48 56 49 46 161 53 48 46 252 70 188 81 70 95 54
leaf_count=729 48 55 47 49 59 48 961 75 46 59 59 190 48 56 49 46 161 53 48 46 252 70 188 81 70 95 54
internal_value=0 0.000177823 -0.000262061 -0.00131851 9.84521e-05 -0.000123643 -0.000190945 0.00117755 0.000159994 -0.000481311 -0.000179886 0.000524413 -0.00182651 -0.000276345 -0.00115364 -0.000314499 -0.000436991 -0.000214742 -0.00151136 0.000705981 0.000334152 0.000574223 0.000387905 -0.000140009 -0.00144957 0.000427499 -4.59766e-05
internal_weight=0 2001 1741 201 1946 1540 1492 123 1887 402 356 249 107 152 96 1369 1223 1014 209 146 1485 987 917 498 151 347 100
internal_count=3742 2001 1741 201 1946 1540 1492 123 1887 402 356 249 107 152 96 1369 1223 1014 209 146 1485 987 917 498 151 347 100
is_linear=0
shrinkage=0.0995203


Tree=3529
num_leaves=21
num_cat=0
split_feature=1 19 6 5 19 9 9 17 6 9 3 3 6 8 1 5 8 8 5 11
split_gain=0.0147449 0.0361138 0.0207332 0.0548444 0.0190516 0.0183961 0.110951 0.0375431 0.0357373 0.0324023 0.0239028 0.030293 0.0174886 0.0172107 0.0167925 0.0430377 0.0168603 0.0424517 0.027749 0.0193603
threshold=-0.018369999999999997 0.12765500000000005 -0.007045 -0.0089549999999999994 0.10781000000000003 0.087885000000000019 0.087495000000000031 0.10932500000000002 -0.0026549999999999998 0.088710000000000025 0.088285000000000016 0.090360000000000024 -0.0088699999999999994 -0.082244999999999999 -0.011714999999999998 -0.011514999999999999 -0.409445 -0.11550499999999998 -0.40421499999999994 -0.090240000000000001
decision_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 13 5 6 7 8 -1 -7 -11 -12 14 -4 15 -2 -16 18 -18 -19
right_child=2 -3 3 -5 -6 9 -8 -9 -10 10 11 -13 -14 -15 16 -17 17 19 -20 -21
leaf_value=0.0016258442042602693 -0.0030133657900629314 0.0026755418981126776 -0.0013979411841591033 -0.0040833427028203499 -0.0016712716588780741 -0.0020009746618361596 0.0050137419129165717 0.0023007331443102622 -0.00025603893021691282 -0.002048775998240368 0.001575191618858385 -0.00011412799221465968 0.0017570941375057096 0.00072409786170128567 -0.001376345362491501 0.00058659604415654701 0.00038299505565295351 -0.0021169351178514872 0.0038071229704426126 -5.4231296967668795e-05
leaf_weight=116 67 55 70 49 59 87 50 77 722 52 125 658 48 82 91 64 49 47 46 1128
leaf_count=116 67 55 70 49 59 87 50 77 722 52 125 658 48 82 91 64 49 47 46 1128
internal_value=0 0.000160167 -0.000235841 -0.00118688 8.86541e-05 0.000144115 0.000448083 0.000197699 3.4836e-06 -0.000173142 1.63223e-05 0.000154514 -0.000111179 -0.000247771 -0.000171833 -0.00124836 -6.76134e-05 2.55173e-05 0.00204961 -0.000137436
internal_weight=0 2001 1741 201 1946 1887 965 915 838 922 835 783 1540 152 1492 131 1361 1270 95 1175
internal_count=3742 2001 1741 201 1946 1887 965 915 838 922 835 783 1540 152 1492 131 1361 1270 95 1175
is_linear=0
shrinkage=0.0995203


Tree=3530
num_leaves=33
num_cat=0
split_feature=18 18 26 0 5 5 18 9 0 5 8 5 26 9 3 3 21 20 20 3 9 3 3 18 8 9 30 3 36 9 26 0
split_gain=0.0138483 0.0415327 0.0972719 0.0475851 0.0305531 0.0385423 0.0701189 0.0841358 0.0662494 0.0642767 0.0668155 0.144402 0.0241497 0.0239038 0.0187233 0.0482841 0.0562235 0.0525623 0.0343529 0.0551224 0.0412994 0.0319627 0.0270569 0.0229672 0.0221946 0.015353 0.0143647 0.0162722 0.0213746 0.0479122 0.0179314 0.0116726
threshold=-0.010395 -0.022504999999999997 0.086255000000000012 -0.082885 -0.045014999999999993 -0.0091849999999999987 -0.074709999999999985 0.09032500000000003 -0.085684999999999997 -0.0073899999999999999 -0.085764999999999994 0.11083500000000003 -0.019129999999999998 0.098720000000000016 0.11769000000000002 0.10850000000000003 0.097120000000000026 -0.099079999999999988 -0.010819999999999998 0.087045000000000025 0.09697500000000002 0.13547000000000003 0.14530500000000005 0.086285000000000014 -0.26194999999999996 0.089435000000000028 0.098380000000000009 0.11523000000000001 0.08605500000000002 -0.035004999999999994 -0.084904999999999994 -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 2 2 2 2 2 2 2 2 2 2
left_child=1 4 31 -4 -1 6 7 8 -6 -7 11 -11 26 -12 15 17 23 -14 19 -19 -20 25 -23 -17 -24 -16 27 28 29 -2 -31 -3
right_child=12 2 3 -5 5 9 -8 -9 -10 10 13 -13 14 -15 21 16 -18 18 20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 30 -32 -33
leaf_value=0.0019631994484891552 0.0043727633025953672 0.00012072590948412932 0.0045998896834262186 0.00063191593136250343 -0.0012682978443728813 0.0037373769568087821 -0.0041693627499661224 -0.0037040818650785619 0.0023447449938448217 -0.006508167215673725 0.00051795319209601469 0.0012446542983762332 0.0025575814581321799 -0.00083117016648506304 0.00061220509433675314 -0.0023370838423895928 -0.005026313667592805 0.0010942490638298798 0.00014197151847209443 -0.0019448194724879461 -0.0020423579983709522 -0.0022378747008556517 -0.00084144542993090925 0.00074991487305799587 0.0019037773852167174 0.0030817099132213551 -0.00091637923386778597 -0.00044601567874716689 -0.00071012177020960982 0.00012020731631270407 0.0022903155417052434 -0.0020702910285108258
leaf_weight=74 46 47 85 47 97 48 59 58 104 46 728 49 60 158 54 49 48 75 735 274 97 56 63 46 54 48 63 91 53 128 54 48
leaf_count=74 46 47 85 47 97 48 59 58 104 46 728 49 60 158 54 49 48 75 735 274 97 56 63 46 54 48 63 91 53 128 54 48
internal_value=0 0.000194076 0.00144409 0.00319325 -5.03448e-06 -0.000113771 -0.00107176 -0.000362966 0.000597065 0.000181488 6.66515e-06 -0.00250073 -0.000191526 0.000276441 -0.000364865 -0.000514149 -0.00224674 -0.000313843 -0.000460417 -0.00128938 -0.000111708 0.000383466 -0.000436579 -0.00083371 0.000418584 0.00178235 0.00046767 0.000704266 0.00107969 0.00149933 0.000768584 -0.000977698
internal_weight=0 1648 227 132 1421 1347 318 259 201 1029 981 95 2094 886 1659 1384 143 1241 1181 349 832 275 173 95 117 102 435 372 281 228 182 95
internal_count=3742 1648 227 132 1421 1347 318 259 201 1029 981 95 2094 886 1659 1384 143 1241 1181 349 832 275 173 95 117 102 435 372 281 228 182 95
is_linear=0
shrinkage=0.0995203


Tree=3531
num_leaves=15
num_cat=0
split_feature=29 4 4 8 4 3 3 1 17 8 2 3 3 17
split_gain=0.0150285 0.0144597 0.0256267 0.0160416 0.0366248 0.045002 0.0210894 0.0156174 0.0352117 0.0597156 0.0592997 0.0236382 0.0681848 0.024973
threshold=0.12951500000000005 0.15028500000000003 0.14095000000000005 -0.09547499999999999 0.11785500000000003 0.083255000000000023 0.094185000000000033 -0.0088199999999999997 0.066010000000000027 -0.092299999999999993 -0.069129999999999983 0.088055000000000022 0.087445000000000023 -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 5 -1 -7 8 9 -5 -10 12 -9 -13
right_child=-2 -3 -4 7 -6 6 -8 11 10 -11 -12 13 -14 -15
leaf_value=-0.0038833151880233192 0.0017680731029435738 -0.0015614097642670918 0.0020772391175582507 0.0032224439836849969 0.0013669392931777845 0.00017795445107688103 -0.0013884724531962878 -0.00033637316302376061 0.0018118426640767119 -0.00011331351127638781 -0.0010665987963949157 0.00062064140273356439 -0.0045818164221785697 -0.0004712578808339733
leaf_weight=47 46 61 57 55 78 172 167 205 276 1582 95 354 46 501
leaf_count=47 46 61 57 55 78 172 167 205 276 1582 95 354 46 501
internal_value=0 -4.17269e-05 -1.59994e-05 -4.9575e-05 -0.000595566 -0.000994256 -0.000591292 3.15173e-05 0.000197159 -7.38413e-07 0.00107257 -0.000268474 -0.00111768 -1.82158e-05
internal_weight=0 3696 3635 3578 464 386 339 3114 2008 1637 371 1106 251 855
internal_count=3742 3696 3635 3578 464 386 339 3114 2008 1637 371 1106 251 855
is_linear=0
shrinkage=0.0995203


Tree=3532
num_leaves=17
num_cat=0
split_feature=10 18 26 6 26 6 17 5 11 11 26 5 8 26 2 2
split_gain=0.0304756 0.0232023 0.0232643 0.0180522 0.0222645 0.0213529 0.0177171 0.0342556 0.0176283 0.0274893 0.0203834 0.0304809 0.0224456 0.0164421 0.0165973 0.0140144
threshold=0.090150000000000022 -0.47082499999999999 0.086420000000000011 0.11642500000000001 0.096535000000000024 -0.06656999999999999 -0.049834999999999997 0.049800000000000011 -0.364875 -0.086319999999999994 -0.025024999999999999 -0.0037599999999999999 -0.091134999999999994 0.087170000000000011 -0.086934999999999998 -0.075429999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 5 -5 6 7 -4 -3 -10 12 -12 -11 -7 -15 -8
right_child=-2 2 3 4 -6 13 15 -9 9 10 11 -13 -14 14 -16 -17
leaf_value=0.0023333669661409749 -0.0018052362501670127 -0.001309797557879514 0.0033896281114496924 0.0022843077512570051 -0.00017642732662807148 -0.0017992600197343134 -0.00095678841813792638 0.00013514274580218237 0.0025740336224391964 0.0017322385580259769 0.00019325195732495287 0.0012517881290722652 -0.00042607902159440676 0.00055408804218227525 -0.00055897669496702759 0.00049470348291341291
leaf_weight=46 84 63 48 63 85 90 119 98 55 53 846 397 472 155 897 147
leaf_count=46 84 63 48 63 85 90 119 98 55 53 846 397 472 155 897 147
internal_value=0 0.000111797 8.30868e-05 -0.000183366 0.000865517 -0.000283787 0.000329195 0.00121072 0.000323979 0.000380888 0.0003122 0.000531995 -0.000206632 -0.00050565 -0.000394201 -0.000151571
internal_weight=0 3634 3588 1702 148 1554 412 146 1886 1823 1768 1243 525 1142 1052 266
internal_count=3718 3634 3588 1702 148 1554 412 146 1886 1823 1768 1243 525 1142 1052 266
is_linear=0
shrinkage=0.0995203


Tree=3533
num_leaves=21
num_cat=0
split_feature=10 18 26 3 1 3 3 3 26 2 2 3 0 26 18 5 26 8 26 3
split_gain=0.0247145 0.0188114 0.0190347 0.0286838 0.0704748 0.0381348 0.0332903 0.037453 0.0342803 0.0151324 0.0517817 0.035914 0.0433178 0.0381737 0.0375899 0.0320058 0.0427452 0.0389356 0.0278112 0.023057
threshold=0.090150000000000022 -0.47082499999999999 0.086685000000000026 0.084145000000000011 -0.08616 0.084735000000000019 0.088285000000000016 0.08888500000000002 0.093175000000000022 -0.086414999999999992 -0.08569499999999998 0.087515000000000023 -0.082794999999999994 -0.089654999999999999 -0.11166 -0.013384999999999999 0.084100000000000022 -0.085814999999999989 0.086255000000000012 0.087570000000000023
decision_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 9 4 -4 -5 8 -8 -7 11 -11 15 13 -13 -14 17 -17 -3 19 -12
right_child=-2 2 3 5 -6 6 7 -9 -10 10 18 12 14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.0021011497209007558 -0.0016255786363599239 0.00018962773478834491 0.0010210287408199731 0.0026085933107696303 -0.0042914922860069872 -0.0016622212653175229 0.0023399315835796303 -6.3308739689669634e-05 0.00099933629043312869 0.0033992755786698367 -0.00036111774984705597 -0.00033425441952081568 -0.0022100655057929654 -0.0038962694888796364 0.0010035556659569649 0.0012283789575828848 -0.0025244358929227178 0.0040235399096786358 0.0025483546013816694 0.0005357487988791543
leaf_weight=46 84 55 46 51 53 232 68 1151 60 57 422 54 50 68 129 73 51 51 54 863
leaf_count=46 84 55 46 51 53 232 68 1151 60 57 422 54 50 68 129 73 51 51 54 863
internal_value=0 0.000100738 7.48634e-05 -0.000171724 -0.00181478 -6.7063e-05 -0.000157915 7.00808e-05 -0.00111252 0.000287838 0.000459992 -0.000163214 -0.000879932 -0.00232635 0.000101322 0.000771192 -0.000308516 0.00204197 0.000334257 0.000240577
internal_weight=0 3634 3588 1661 99 1562 1511 1219 292 1927 1396 531 301 122 179 230 124 106 1339 1285
internal_count=3718 3634 3588 1661 99 1562 1511 1219 292 1927 1396 531 301 122 179 230 124 106 1339 1285
is_linear=0
shrinkage=0.0995203


Tree=3534
num_leaves=15
num_cat=0
split_feature=10 1 24 5 3 26 3 2 1 0 3 4 26 9
split_gain=0.0200428 0.0170688 0.0198164 0.0171957 0.0160663 0.0202798 0.0500206 0.0360583 0.0181495 0.0346522 0.020858 0.0164004 0.0132027 0.0342242
threshold=0.090150000000000022 0.51334500000000016 -0.065834999999999991 -0.46617999999999998 0.10960500000000002 -1.0000000180025095e-35 0.11197500000000002 -0.082644999999999982 0.2705800000000001 -0.23032 0.096510000000000026 0.10845500000000002 -0.076124999999999998 -0.02614
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 8 12 -7 -8 9 -4 -10 -11 13 -6
right_child=-2 3 4 -5 5 6 7 -9 10 11 -12 -13 -14 -15
leaf_value=-0.0019366955627535113 -0.0014638007319692169 0.00031094361472721558 0.0022358852988114113 0.0027409198394981282 0.0023310406963207922 0.0037825290354087733 -0.0021137585922870027 0.00078858105408159717 4.5596679496721228e-05 -4.0975294007262427e-06 -0.0029035798591079335 -0.0018069090287786479 -0.0016863087685597593 -0.0010592241550876648
leaf_weight=49 84 77 68 47 46 51 47 423 48 2544 46 51 55 82
leaf_count=49 84 77 68 47 46 51 47 423 48 2544 46 51 55 82
internal_value=0 9.07797e-05 4.99972e-05 0.00123859 7.83609e-05 0.000502753 0.000819831 0.000496605 -2.97107e-05 1.79596e-05 -0.00138891 -3.9844e-05 -0.000395494 0.000152757
internal_weight=0 3634 3510 124 3461 704 521 470 2757 2663 94 2595 183 128
internal_count=3718 3634 3510 124 3461 704 521 470 2757 2663 94 2595 183 128
is_linear=0
shrinkage=0.0995203


Tree=3535
num_leaves=31
num_cat=0
split_feature=6 10 5 3 0 0 0 6 6 21 8 1 1 1 9 6 26 9 2 2 9 26 9 5 5 26 2 1 9 3
split_gain=0.0201331 0.0347139 0.0176211 0.0348067 0.0182914 0.0589929 0.03062 0.024843 0.0538609 0.0320671 0.0431373 0.0220192 0.0261685 0.0292536 0.023007 0.0216112 0.0133771 0.0371286 0.0487473 0.0879934 0.0334073 0.0333743 0.0270074 0.0239731 0.0587728 0.0346633 0.0522307 0.0273878 0.022818 0.0169466
threshold=-0.055679999999999993 0.089090000000000016 0.41088500000000011 0.11816500000000002 -0.088329999999999992 -0.086944999999999995 -0.091935000000000003 -0.091704999999999995 -0.088444999999999982 0.12262000000000002 -0.010374999999999999 0.51334500000000016 -0.00050999999999999993 -0.011484999999999999 0.09310000000000003 -0.097455 0.086095000000000019 0.085145000000000012 -0.087359999999999993 -0.085374999999999993 0.086070000000000021 0.085355000000000028 0.08648500000000002 -0.025879999999999997 -0.072874999999999981 0.083705000000000016 -0.086775000000000005 -0.035694999999999998 0.084535000000000013 0.092510000000000023
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 6 -6 7 9 -9 10 -1 12 13 -7 -14 -8 21 18 -18 -20 -19 23 -22 24 28 27 -27 -25 -2 -24
right_child=1 -3 3 -5 5 11 15 8 -10 -11 -12 -13 14 -15 -16 -17 17 20 19 -21 22 -23 29 25 -26 26 -28 -29 -30 -31
leaf_value=0.00018262303534540599 0.00069548040042251389 -0.0027788937686661274 0.003045894598810734 -0.00028400161764415021 -0.0036011440375880717 -0.00017028457296690522 0.00038894228949890388 -0.0036666287490389649 0.00065759086521429821 -0.0019179486206157852 0.0021894673814338026 0.0020764474978095001 -0.0019090366048490964 0.0026102295945962767 0.00018378664128046823 0.003063581361088856 0.00065451542583249193 0.002016248716764753 -0.005730266484523878 -0.00051815389602195524 -0.0024818500692966291 0.002205944666302943 -0.00048821783423070859 0.0004074196346456988 -0.0037553496843926353 -0.00019893332932645235 0.003622161114847108 -0.0013026285523140776 -0.0014331525746357331 0.0003460835453085743
leaf_weight=366 145 48 66 58 47 108 52 47 72 48 150 50 107 57 100 73 67 72 54 80 49 76 500 368 52 69 72 124 76 465
leaf_count=366 145 48 66 58 47 108 52 47 72 48 150 50 107 57 100 73 67 72 54 80 49 76 500 368 52 69 72 124 76 465
internal_value=0 -0.000129948 0.000347857 0.00148176 0.00023711 -0.000256095 0.000524403 0.000260927 -0.00104342 0.000537586 0.000767595 0.000114518 -0.000146982 0.000785296 -0.000894056 0.00195748 -7.35491e-05 -0.000284891 -0.00152753 -0.00262467 -5.41457e-05 0.000202601 -0.000201963 3.36459e-05 -0.000744884 0.000370703 0.00174646 -2.19043e-05 -3.28341e-05 -8.53486e-05
internal_weight=0 2317 1401 124 1277 469 808 683 119 564 516 422 372 165 207 125 2269 1287 201 134 1086 982 1014 906 273 633 141 492 221 965
internal_count=3718 2317 1401 124 1277 469 808 683 119 564 516 422 372 165 207 125 2269 1287 201 134 1086 982 1014 906 273 633 141 492 221 965
is_linear=0
shrinkage=0.0995203


Tree=3536
num_leaves=13
num_cat=0
split_feature=6 4 17 1 6 3 19 19 5 19 1 3
split_gain=0.0394931 0.0149287 0.0156383 0.0315129 0.0179671 0.0597174 0.015968 0.0131043 0.029795 0.0253442 0.0194365 0.0178733
threshold=0.23663500000000004 0.15340500000000004 0.51326500000000019 -0.050379999999999994 0.11884000000000002 0.10850000000000003 0.11854500000000003 0.11174500000000002 0.0076350000000000012 0.10189500000000003 -0.011155 0.099950000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 -6 -5 9 10 11 -9 -1
right_child=-2 -3 3 6 5 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00023360285305289269 -0.0028559376372304891 -0.0018017553838222625 -0.0030743193527191736 0.0012726069821544135 0.0033984470992051907 -0.0008407476024423796 -0.0012683640619532892 0.0014054167512556187 -0.0030838841788623475 0.0016120939839642744 -0.0010713298987649713 0.00028568338580715213
leaf_weight=2125 52 50 51 48 61 71 50 50 46 91 84 949
leaf_count=2125 52 50 51 48 61 71 50 50 46 91 84 949
internal_value=0 -9.31962e-05 -6.94106e-05 -0.00106794 -2.6385e-05 0.00111207 -1.54535e-05 -7.15554e-05 -0.000897665 -2.43143e-05 -0.000141061 -7.30234e-05
internal_weight=0 3676 3626 149 3477 132 98 3345 180 3165 134 3074
internal_count=3728 3676 3626 149 3477 132 98 3345 180 3165 134 3074
is_linear=0
shrinkage=0.0995203


Tree=3537
num_leaves=11
num_cat=0
split_feature=21 1 29 27 29 9 10 0 10 9
split_gain=0.0197373 0.085608 0.0173111 0.0151818 0.0133123 0.0125013 0.0120488 0.0215516 0.0198385 0.0188917
threshold=-0.084999999999999992 -0.01538 -0.096654999999999991 -0.089999999999999997 -0.085039999999999991 0.084055000000000032 0.09056500000000002 0.12433000000000002 0.055760000000000011 0.091485000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 -3 7 8 -6 -9
right_child=2 5 3 4 6 -7 -8 9 -10 -11
leaf_value=-0.0040861270697462124 -0.0015299914045819086 0.0014268938759955474 0.0015253339772916756 0.0016038730242785414 -0.00011877598286226036 -0.00048315775534822045 0.0011994628902676423 -2.5942809679568445e-05 0.0010320341665167052 -0.0026282395717702406
leaf_weight=64 78 58 61 47 2999 81 71 51 156 62
leaf_count=64 78 58 61 47 2999 81 71 51 156 62
internal_value=0 -0.00107334 -6.36644e-05 -3.02463e-05 -5.85125e-05 0.000307953 -8.21575e-05 -0.000110252 -6.16143e-05 -0.001461
internal_weight=0 203 3525 3447 3386 139 3339 3268 3155 113
internal_count=3728 203 3525 3447 3386 139 3339 3268 3155 113
is_linear=0
shrinkage=0.0995203


Tree=3538
num_leaves=11
num_cat=0
split_feature=20 5 17 1 29 8 8 18 18 9
split_gain=0.0277507 0.0128021 0.0135804 0.0231161 0.0136008 0.0157558 0.0353685 0.0341525 0.0272326 0.025072
threshold=-0.40431 -0.55105499999999996 0.51326500000000019 -0.050379999999999994 -0.096654999999999991 -0.041669999999999992 -0.050299999999999997 0.15374500000000005 0.11835500000000003 0.097365000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 9 8 -7 -6
right_child=1 2 3 -5 5 7 -8 -9 -10 -11
leaf_value=-0.0023264285371908072 0.001523295424705743 -0.0014005652319507647 -0.0027464211239717272 -8.9815571143431465e-05 -0.00021531425889491284 0.00031150326058511406 -0.0025526126103964653 -0.002314281236193406 0.0027962611878362465 0.0008560788342600943
leaf_weight=55 49 73 51 91 2099 916 60 47 46 241
leaf_count=55 49 73 51 91 2099 916 60 47 46 241
internal_value=0 -7.3578e-05 -9.53952e-05 -0.00104971 -5.62418e-05 -2.72144e-05 -0.000166161 0.000302472 0.000431168 -0.00010462
internal_weight=0 3673 3624 142 3482 3409 2400 1009 962 2340
internal_count=3728 3673 3624 142 3482 3409 2400 1009 962 2340
is_linear=0
shrinkage=0.0995203


Tree=3539
num_leaves=10
num_cat=0
split_feature=6 21 21 6 6 30 26 7 0
split_gain=0.0276165 0.0135665 0.0151048 0.0289862 0.0151114 0.0154715 0.0352087 0.0154093 0.0208917
threshold=0.23663500000000004 -0.118135 -0.084999999999999992 -0.0096099999999999988 0.15358000000000002 0.094490000000000018 -0.0098899999999999995 -0.10984999999999999 -0.23998999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 -4 -9
right_child=-2 2 4 -5 -6 6 -8 8 -10
leaf_value=0.0015800322693557873 -0.0023742850681998571 -0.0028526672494914506 -0.0017446752075962787 9.0042976374082797e-05 0.0016371011441820053 -0.0024234769307816986 0.00078849277461467168 0.0020817138915538505 -3.1829418004940391e-05
leaf_weight=49 52 56 51 80 52 82 57 47 3202
leaf_count=49 52 56 51 80 52 82 57 47 3202
internal_value=0 -6.39811e-05 -8.64171e-05 -0.00111564 -4.60867e-05 -7.17757e-05 -0.00110045 -2.81987e-05 -1.00293e-06
internal_weight=0 3676 3627 136 3491 3439 139 3300 3249
internal_count=3728 3676 3627 136 3491 3439 139 3300 3249
is_linear=0
shrinkage=0.0995203


Tree=3540
num_leaves=17
num_cat=0
split_feature=20 21 18 17 3 3 2 2 9 20 2 2 3 21 4 21
split_gain=0.0210013 0.0186767 0.0151767 0.0551766 0.0794435 0.0203307 0.0227007 0.0279342 0.0200697 0.0117434 0.0113133 0.0565195 0.0352524 0.0150391 0.0355627 0.0219198
threshold=-0.24910499999999999 0.16638500000000003 -0.090899999999999995 -0.041415 0.086335000000000023 0.11492500000000001 0.097285000000000024 -0.085944999999999994 0.094685000000000033 -0.15398499999999998 -0.085599999999999996 -0.086050000000000001 0.083815000000000014 -0.067244999999999985 0.095805000000000015 -0.014264999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2 -7 -4 11 12 -11 14 -12 -15
right_child=1 -3 9 4 -6 8 -8 -9 -10 10 13 -13 -14 15 -16 -17
leaf_value=0.0016904535383745031 -0.00084345077253032252 -0.0018400621735049679 0.0013677872833829168 0.005529077059458958 0.00017716799199220343 0.0025344677789273444 -0.0023004407185295726 0.00091579169686056784 0.00011925635669559458 0.0013604845153128431 3.1656086013886792e-05 -0.0035449276966297337 -0.00054853408199423035 0.0021416699120786805 -0.0031208355820680359 3.1517847789308723e-05
leaf_weight=74 195 54 55 48 65 56 50 165 89 118 120 54 507 50 50 2011
leaf_count=74 195 54 55 48 65 56 50 165 89 118 120 54 507 50 50 2011
internal_value=0 -2.64398e-06 2.44416e-05 0.000453149 0.00245779 4.3522e-05 -0.000313145 -3.48573e-05 0.00105767 -7.18681e-05 -9.93594e-05 -0.000455075 -0.000186801 8.53493e-06 -0.000890733 8.31075e-05
internal_weight=0 3687 3633 668 113 555 410 360 145 2965 2910 679 625 2231 170 2061
internal_count=3761 3687 3633 668 113 555 410 360 145 2965 2910 679 625 2231 170 2061
is_linear=0
shrinkage=0.0995203


Tree=3541
num_leaves=22
num_cat=0
split_feature=6 18 5 17 6 3 17 26 17 26 6 3 26 6 17 6 6 9 26 0 7
split_gain=0.0143322 0.0350232 0.0264653 0.0518722 0.0230441 0.082022 0.0299865 0.0389264 0.115792 0.0287847 0.0281797 0.0427087 0.0319787 0.0250739 0.0355237 0.02758 0.028881 0.0600125 0.0240407 0.0124443 0.0194903
threshold=0.11642500000000001 -0.080814999999999984 0.057175000000000011 0.084010000000000015 0.087075000000000027 0.084145000000000011 0.07134500000000002 0.089725000000000013 0.4039100000000001 0.086365000000000011 0.089165000000000022 0.086775000000000033 0.091570000000000026 0.085570000000000021 -0.0092949999999999994 0.08481000000000001 0.066135000000000013 0.083925000000000013 0.083705000000000016 0.16362500000000005 -0.23835999999999999
decision_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 13 -6 9 -8 -9 18 11 -11 -12 15 -15 16 19 -18 -7 20 -1
right_child=1 2 -4 -5 5 6 7 8 -10 10 12 -13 -14 14 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0021022352551605572 0.0031097869177955017 0.001363690547965975 0.0015078086231904706 -0.0027558448046548683 -0.0039226668603040546 0.00017428889576259242 0.00069299568191364368 -0.0062830411934144863 0.00055860927819921286 0.00032727885580081543 -0.001231967259278768 0.0040400990256531646 0.00056773835613344503 -8.5476937241123354e-05 0.0033600343440632172 -0.0020497129185952411 -0.00059792442286768618 0.0043946977383720999 -0.002789019669051534 -0.0015283060755918994 3.2083233870423113e-05
leaf_weight=46 50 58 86 63 63 50 53 46 52 90 146 47 296 62 56 60 49 46 58 49 2235
leaf_count=46 50 58 86 63 63 50 53 46 52 90 146 47 296 62 56 60 49 46 58 49 2235
internal_value=0 0.000744963 0.000169794 -0.000774426 -2.48807e-05 -0.00045887 -0.000197488 -0.00146759 -0.00264443 8.04848e-05 0.000359831 0.001607 -2.48825e-05 0.000125025 0.00154274 5.73756e-05 0.000109847 0.00181094 -0.00140954 4.01381e-05 7.41901e-05
internal_weight=0 257 207 121 3504 901 838 151 98 687 579 137 442 2603 118 2485 2425 95 108 2330 2281
internal_count=3761 257 207 121 3504 901 838 151 98 687 579 137 442 2603 118 2485 2425 95 108 2330 2281
is_linear=0
shrinkage=0.0995203


Tree=3542
num_leaves=20
num_cat=0
split_feature=20 18 5 20 9 9 26 3 8 5 20 3 3 18 20 18 5 26 18
split_gain=0.0153598 0.0125846 0.0306149 0.0447538 0.0320025 0.102003 0.0529491 0.0338192 0.0228167 0.0127158 0.0433833 0.0210686 0.0286786 0.0149885 0.0205788 0.0171165 0.0155852 0.0363991 0.0234481
threshold=-0.24910499999999999 -0.089234999999999995 -0.017704999999999995 -0.097019999999999995 0.087695000000000009 0.089745000000000033 0.085355000000000028 0.08511500000000001 0.0017700000000000003 0.22078000000000006 -0.082119999999999985 0.09587500000000003 0.11089500000000001 -0.085834999999999995 -0.0039399999999999991 -0.08428999999999999 0.057175000000000011 0.096980000000000025 -0.022504999999999997
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 6 -6 7 -5 -7 13 -11 -12 -13 14 -3 -15 18 -18 -17
right_child=1 9 3 4 5 8 -8 -9 -10 10 11 12 -14 15 -16 16 17 -19 -20
leaf_value=0.0014444862331727708 0.0024090465973349096 -0.0026147905458311681 -0.0028333845525196416 0.0021730886784655954 0.0054162782395526521 -0.00036612358827665047 -0.0026426572452175673 -0.00040435338871868933 0.0014887030119116375 -0.0035061201501738041 -0.0016285094474024209 0.0021420302464273894 -0.0010548505631698543 0.0018959849638109619 -2.7271709175524715e-05 -0.00089627010796120541 0.0016344701915834241 -0.0013812197538866351 2.9841018892648291e-05
leaf_weight=74 66 52 46 73 46 169 75 162 107 47 58 62 50 47 75 312 147 54 2039
leaf_count=74 66 52 46 73 46 169 75 162 107 47 58 62 50 47 75 312 147 54 2039
internal_value=0 -3.43641e-06 0.000362015 0.000161539 0.000380819 0.00107629 -0.000338933 0.000392816 0.000349992 -9.61018e-05 -0.000829478 -8.46484e-05 0.000707542 -3.7422e-05 -0.00109317 1.38523e-05 -2.049e-05 0.000820212 -9.27145e-05
internal_weight=0 3687 744 678 632 322 310 235 276 2943 217 170 112 2726 127 2599 2552 201 2351
internal_count=3761 3687 744 678 632 322 310 235 276 2943 217 170 112 2726 127 2599 2552 201 2351
is_linear=0
shrinkage=0.0995203


Tree=3543
num_leaves=17
num_cat=0
split_feature=20 21 18 18 3 4 21 3 6 6 6 6 18 3 18 18
split_gain=0.0124559 0.0144874 0.0103627 0.0304734 0.0240946 0.0437254 0.027979 0.0307941 0.0305155 0.0142343 0.0254803 0.0196203 0.013514 0.0236744 0.0171444 0.00287028
threshold=-0.24910499999999999 0.16638500000000003 -0.090899999999999995 -0.092414999999999983 0.086335000000000023 0.079660000000000022 0.11639500000000003 0.087825000000000028 -0.063485 0.11642500000000001 0.10681500000000003 0.11989000000000002 0.14607000000000003 0.10214500000000003 0.12487500000000003 0.044095000000000009
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 -2 7 -6 -8 10 12 -11 14 -14 -4 -13
right_child=1 -3 9 -5 6 -7 8 -9 -10 11 -12 15 13 -15 -16 -17
leaf_value=0.0013007304475142816 0.0027604689714061663 -0.0016214330157120983 -5.8182852909471402e-05 0.0024962708546183107 -0.0030535304892670726 -0.00068411015794676215 0.0031229946910142485 -0.00027895511527596743 -0.00013128391682684147 0.0025758711506919624 -0.0017753285679758986 0.00062483319178597684 -8.5509680239622359e-05 0.0026348426914875205 -0.0015126381337808373 -0.00046095812929132583
leaf_weight=74 84 54 2516 61 46 64 46 293 74 47 88 49 85 50 83 47
leaf_count=74 84 54 2516 61 46 64 46 293 74 47 88 49 85 50 83 47
internal_value=0 -3.13861e-06 2.069e-05 0.000374968 0.00016044 0.00126539 -0.000194057 -0.000657861 0.00110937 -5.88509e-05 -0.000108196 0.000909216 -5.42362e-05 0.000915965 -0.000104946 8.47205e-05
internal_weight=0 3687 3633 668 607 148 459 339 120 2965 2822 143 2734 135 2599 96
internal_count=3761 3687 3633 668 607 148 459 339 120 2965 2822 143 2734 135 2599 96
is_linear=0
shrinkage=0.0995203


Tree=3544
num_leaves=19
num_cat=0
split_feature=1 17 3 1 9 17 4 4 4 1 1 20 1 9 9 9 17 3
split_gain=0.0396554 0.0161007 0.0260553 0.0359677 0.0415205 0.0222906 0.0173363 0.0270365 0.0260918 0.0396505 0.0346822 0.0218445 0.0182931 0.017343 0.0530092 0.0447662 0.0375507 0.0176661
threshold=-0.55579999999999996 0.40057000000000009 0.092300000000000021 -0.050379999999999994 0.09518500000000002 0.51041000000000014 0.11860000000000002 0.11509500000000002 0.13707500000000003 0.51334500000000016 0.27552000000000004 -1.0000000180025095e-35 0.49737500000000007 0.087495000000000031 0.087885000000000019 0.087155000000000024 0.00079000000000000023 0.087675000000000017
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 -5 7 13 11 10 -10 -8 -13 15 -15 16 -2 -16
right_child=1 2 3 5 -6 -7 8 -9 9 -11 -12 12 -14 14 17 -17 -18 -19
leaf_value=0.0028008641849679022 0.0001235623116946882 0.00081454981233370814 -0.0045929656415193915 -0.0016042542058121133 -0.00063277590316626608 0.0008819573342114678 0.003197511012775336 -0.0021972047987571818 0.00080055031420659414 0.0020305848296432202 -0.0027049715865263692 -0.00053906402643747093 0.001948144257436252 0.0028007539791534068 0.0014699899496548278 -0.0032794864623089388 -0.0011163090347083003 1.8334950009202904e-05
leaf_weight=50 1197 86 52 62 54 84 56 56 48 55 66 54 63 77 89 46 303 1258
leaf_count=50 1197 86 52 62 54 84 56 56 48 55 66 54 63 77 89 46 303 1258
internal_value=0 -2.05873e-05 -0.00067554 -0.00118731 -0.00258323 -0.000168224 4.48982e-05 -3.07494e-05 0.000716618 -0.000158475 -0.00122178 0.00157621 0.000793205 9.82398e-06 0.000260667 -0.000220695 -0.000126346 0.000114858
internal_weight=0 3706 338 252 106 146 3368 3026 342 169 114 173 117 2970 1424 1546 1500 1347
internal_count=3756 3706 338 252 106 146 3368 3026 342 169 114 173 117 2970 1424 1546 1500 1347
is_linear=0
shrinkage=0.0995203


Tree=3545
num_leaves=22
num_cat=0
split_feature=1 17 17 5 8 7 8 26 17 3 3 1 17 8 8 4 1 1 1 27 8
split_gain=0.0321538 0.0132361 0.050326 0.0750522 0.0268571 0.042731 0.0336913 0.0415569 0.0339968 0.0277457 0.0338834 0.0281202 0.0189101 0.0257863 0.0184213 0.0183492 0.0145811 0.0436885 0.0193291 0.0139886 0.0114275
threshold=-0.55579999999999996 -0.0090649999999999984 -0.013125 -0.011764999999999999 -0.10337499999999999 -0.068034999999999998 -0.084514999999999993 0.083970000000000031 0.12439000000000001 0.084620000000000015 -1.0000000180025095e-35 -0.088174999999999989 -0.020405 -0.086914999999999992 -0.15530999999999998 0.13279000000000005 0.066150000000000028 0.058455000000000014 0.007210000000000002 0.086095000000000019 -0.41646
decision_type=2 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 14 -6 7 19 -9 10 -8 -11 16 -14 15 20 17 18 -2 -7 -3
right_child=1 4 3 -5 5 6 9 8 -10 11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0025221216578856149 4.3911248762764552e-05 -0.0017169609143304872 0.0052996384974969869 -1.1085078983848013e-05 -0.0032341572828257139 0.0020639569987671055 -1.9562378313962792e-05 -0.0020185733302010762 0.00018359519802031734 0.0019152193526955064 0.0035971542149838645 -0.00027636721109330231 0.00028259797400447011 -0.0029828372374621223 0.0018659295374770953 0.0012951026105424085 0.0014303498158406468 -0.0029033635369485238 0.00138652683531603 -0.00033899133645691969 0.00023955146944171484
leaf_weight=50 1411 54 46 61 50 48 57 275 92 62 46 885 48 47 89 81 80 48 115 47 64
leaf_count=50 1411 54 46 61 50 48 57 275 92 62 46 885 48 47 89 81 80 48 115 47 64
internal_value=0 -1.84725e-05 0.000169059 0.00226438 -0.000207055 -0.000370214 -0.000274966 -0.000983249 -0.0014643 3.58993e-05 0.00158772 -0.00013202 4.04035e-05 -0.00132432 0.000675018 0.000138285 0.000119283 5.2127e-05 0.000145628 0.000866513 -0.000648864
internal_weight=0 3706 1856 107 1850 1562 1512 462 367 1050 103 947 1749 95 288 199 1654 1574 1526 95 118
internal_count=3756 3706 1856 107 1850 1562 1512 462 367 1050 103 947 1749 95 288 199 1654 1574 1526 95 118
is_linear=0
shrinkage=0.0995203


Tree=3546
num_leaves=11
num_cat=0
split_feature=1 28 27 26 5 7 8 3 0 5
split_gain=0.0260706 0.0128652 0.00906671 0.0177756 0.020532 0.0175495 0.0154301 0.0142773 0.0416492 0.017013
threshold=-0.55579999999999996 0.10217500000000003 0.092265000000000028 -0.083385000000000001 -0.41397 -0.10984999999999999 -0.51030999999999993 0.085035000000000013 0.019150000000000004 -0.50544999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 -2 -7 8 -8 -9
right_child=1 -3 3 4 -6 6 7 9 -10 -11
leaf_value=0.0022711196322326359 -0.001830293270502181 -0.0016705662194376771 0.0018802063104688864 -0.0013705581840793544 0.0011903082715112355 0.0015253797293823428 -0.00023165956536746175 -0.00097895420858843708 -0.0033355816979629351 0.00011359369315203578
leaf_weight=50 53 46 74 61 63 64 492 149 47 2657
leaf_count=50 53 46 74 61 63 64 492 149 47 2657
internal_value=0 -1.65462e-05 4.01842e-06 0.000659195 -6.2871e-05 -3.32163e-05 -5.03679e-06 -3.45631e-05 -0.000503836 5.52871e-05
internal_weight=0 3706 3660 198 124 3462 3409 3345 539 2806
internal_count=3756 3706 3660 198 124 3462 3409 3345 539 2806
is_linear=0
shrinkage=0.0995203


Tree=3547
num_leaves=25
num_cat=0
split_feature=1 17 6 9 3 6 6 9 9 0 5 17 8 6 8 1 17 17 8 6 9 3 1 3
split_gain=0.0211403 0.0125223 0.0215685 0.0456671 0.0213452 0.0139018 0.0381914 0.0262465 0.0621478 0.0567293 0.040964 0.0606919 0.0183002 0.0252025 0.033531 0.0281173 0.0210388 0.0203867 0.0269758 0.0322138 0.0237728 0.0190656 0.0114113 0.0112686
threshold=-0.55579999999999996 0.40057000000000009 0.10313000000000001 0.094010000000000024 0.10089500000000003 0.087235000000000021 0.087670000000000012 0.087495000000000031 0.087980000000000017 -0.082224999999999993 -0.019465 -0.011174999999999999 -0.0032949999999999998 -0.045589999999999999 -0.057284999999999996 -0.093734999999999999 0.18936500000000003 0.0084900000000000028 0.095985000000000015 -0.0060199999999999993 0.098465000000000011 0.096510000000000026 -0.000195 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
left_child=-1 5 4 -4 23 12 -7 10 -9 -10 -8 -12 13 16 15 -15 21 18 19 -14 -20 -2 -6 -3
right_child=1 2 3 -5 22 6 7 8 9 -11 11 -13 17 14 -16 -17 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=0.0020450974026626312 0.00040100744593312999 -0.00022901525014786965 -0.003811638660211592 1.708803469984582e-05 -0.0021730922124403216 0.0029829627043744724 -0.0023807388113687294 0.0040669188838259509 0.0019867631959388384 -0.00027896751194722688 -0.0010256819824727593 0.002358144114186134 0.00044345365730433733 0.00069619536778440811 -0.0032909486462106511 -0.0008803917915155185 0.0020273361296826178 -0.0011096593369773395 -0.0014424579241438444 0.0023971707252511648 0.00085227691046146437 -0.00049143827803918517 0 0.0017313347911679581
leaf_weight=50 471 49 54 71 48 52 86 47 147 427 149 81 298 143 47 510 51 83 104 117 78 477 47 69
leaf_count=50 471 49 54 71 48 52 86 47 147 427 149 81 298 143 47 510 51 83 104 117 78 477 47 69
internal_value=0 -1.49215e-05 -0.000592553 -0.00163037 1.26534e-05 4.28044e-05 0.000356556 0.000209927 0.000586281 0.000299855 -0.00052709 0.000162454 -8.72847e-05 -0.000262182 -0.000720169 -0.000533882 5.79106e-05 0.000348498 0.000552594 0.000996233 -0.000454502 -4.71761e-05 -0.00109377 0.000910354
internal_weight=0 3706 338 125 213 3368 989 937 621 574 316 230 2379 1699 700 653 999 680 597 415 182 948 95 118
internal_count=3756 3706 338 125 213 3368 989 937 621 574 316 230 2379 1699 700 653 999 680 597 415 182 948 95 118
is_linear=0
shrinkage=0.0995203


Tree=3548
num_leaves=19
num_cat=0
split_feature=0 4 4 5 30 9 18 8 6 26 26 6 9 8 6 9 9 19
split_gain=0.0226222 0.0226872 0.0667998 0.0251267 0.0136428 0.0142496 0.0228769 0.0273373 0.0691146 0.0456354 0.106451 0.0420314 0.01685 0.0626529 0.0576124 0.0237988 0.024766 0.0175167
threshold=-0.17809 0.086380000000000026 0.099960000000000021 -0.50544999999999984 0.10584000000000003 0.085945000000000021 0.14607000000000003 -0.085385000000000003 0.087575000000000028 0.089150000000000021 0.087045000000000025 0.08481000000000001 0.087055000000000021 -0.082014999999999991 0.08734500000000002 0.087495000000000031 0.087695000000000009 -0.050215000000000003
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 7 8 11 10 -9 -2 13 14 -7 -14 -17 -18
right_child=4 2 3 -5 -6 12 -8 9 -10 -11 -12 -13 15 -15 -16 16 17 -19
leaf_value=0.0026892248420424523 1.5651344695419671e-05 -0.0024685968025895764 0.00056194797140119432 0.0035483973615020171 0.0011489043218584787 0.0042423366295756401 0.0017592019876291071 -0.00067279918342118034 0.0027599883274220497 0.0018705708930430518 -0.0050625330452244762 -0.0022573858200970625 -0.0016969863531868389 -0.0016792142467472796 -8.6125015369266081e-06 0.0023475536691240683 -0.0015698121573016709 7.1894899639583031e-05
leaf_weight=57 526 55 73 46 91 67 50 540 81 55 61 95 79 59 59 46 67 1637
leaf_count=57 526 55 73 46 91 67 50 540 81 55 61 95 79 59 59 46 67 1637
internal_value=0 0.000963551 0.000393539 0.00172325 -5.31347e-05 -8.53393e-05 -0.000328343 -0.000405807 2.47009e-05 -0.000867751 -0.00111971 -0.000330758 8.41399e-05 0.000989284 0.00224532 -6.96628e-06 6.88583e-05 6.86375e-06
internal_weight=0 231 174 119 3513 3422 1408 1358 702 656 601 621 2014 185 126 1829 1750 1704
internal_count=3744 231 174 119 3513 3422 1408 1358 702 656 601 621 2014 185 126 1829 1750 1704
is_linear=0
shrinkage=0.0995203


Tree=3549
num_leaves=9
num_cat=0
split_feature=29 20 3 5 10 5 27 23
split_gain=0.0151808 0.0118731 0.0383264 0.0149844 0.0162972 0.0181681 0.0186625 0.0149998
threshold=-0.14715999999999999 -0.15615999999999999 0.10850000000000003 -0.54382499999999989 0.09056500000000002 0.62404000000000015 -0.059829999999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -8
right_child=1 3 -4 4 -6 -7 7 -9
leaf_value=0.0018054020020033081 0.0003720344328208436 0.0013500160472840899 -0.0031468000926371353 -0.0016487408905129929 0.0015143856197939595 -0.0014696742562339666 5.8322302319132349e-05 -0.0015427753879475247
leaf_weight=46 81 82 49 67 68 86 3206 59
leaf_count=46 81 82 49 67 68 86 3206 59
internal_value=0 -1.36454e-05 -0.000947999 2.01684e-05 -1.08784e-05 -4.14625e-05 -4.35421e-06 2.9139e-05
internal_weight=0 3698 130 3568 3486 3418 3332 3265
internal_count=3744 3698 130 3568 3486 3418 3332 3265
is_linear=0
shrinkage=0.0995203


Tree=3550
num_leaves=19
num_cat=0
split_feature=0 17 20 3 3 3 26 26 17 1 17 3 30 9 9 17 9 3
split_gain=0.0182581 0.026987 0.0374344 0.0463067 0.0150945 0.0323236 0.0370655 0.0437422 0.0490642 0.0696542 0.0498906 0.0259815 0.016148 0.0188016 0.0377217 0.0359873 0.0304589 0.0183543
threshold=-0.17809 0.016900000000000005 -0.000135 0.10749000000000002 0.08666500000000002 0.086335000000000023 0.091275000000000023 0.088545000000000026 -0.011809999999999999 -0.085349999999999995 -0.068169999999999994 0.086965000000000028 0.10262000000000003 0.083925000000000013 1.0000000180025095e-35 0.10932500000000002 0.084565000000000015 0.087445000000000023
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 10 -10 -2 -6 13 14 15 -13 -15 -18
right_child=4 -3 -4 -5 11 -7 -8 -9 9 -11 -12 12 -14 16 -16 -17 17 -19
leaf_value=-0.00099143668574822844 -0.00019288640582016246 -0.00098441245907286874 0.0037565129873913315 0.0029888614713093646 0.0022959850845490405 -0.0027186054878757687 -0.0025675812835483278 0.0023930711028776136 -0.0039339276334551514 -0.00041811705008751115 0.0024328011141845547 -0.00054816632798803278 0.0014279873593591938 0.0024821126875425488 -0.0027821488271602959 0.0020526431729857584 0.0017603540949489025 4.9401711775592845e-06
leaf_weight=75 258 58 51 47 51 56 63 66 70 279 99 429 79 53 65 60 61 1824
leaf_count=75 258 58 51 47 51 56 63 66 70 279 99 429 79 53 65 60 61 1824
internal_value=0 0.000864877 0.0014896 0.000535247 -4.84942e-05 -0.000402515 -0.000246204 -5.5705e-05 -0.000285787 -0.00112564 0.000532953 7.1496e-05 2.70511e-05 -1.70321e-05 -0.0005286 -0.000227374 0.000128783 6.2181e-05
internal_weight=0 231 173 122 3513 891 835 772 706 349 357 2622 2571 2492 554 489 1938 1885
internal_count=3744 231 173 122 3513 891 835 772 706 349 357 2622 2571 2492 554 489 1938 1885
is_linear=0
shrinkage=0.0995203


Tree=3551
num_leaves=12
num_cat=0
split_feature=30 3 11 4 4 4 26 4 2 29 5
split_gain=0.01334 0.0100563 0.0203327 0.0123632 0.0227361 0.0338958 0.0160482 0.0116514 0.023565 0.00766972 0.00349346
threshold=0.10801000000000002 0.15108000000000005 -0.11166 0.13962500000000003 0.12028000000000003 0.11670500000000002 -0.066534999999999997 0.11355500000000003 0.14153500000000005 -0.039379999999999991 -0.38486499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -6 8 -1 -2 -8
right_child=9 2 -4 -5 6 -7 10 -9 -10 -11 -12
leaf_value=-1.5235287775109829e-05 0.0020556530183029518 0.00040118506189253014 -0.0020905070614469757 0.001628861826170655 0.00024187745690027981 0.0025849324080980608 -0.001371693258443493 -0.0015733305578010306 0.0019593815099569417 0.00026378271210311319 -0.0026348129204678619
leaf_weight=3172 48 62 67 46 47 51 49 46 61 49 46
leaf_count=3172 48 62 67 46 47 51 49 46 61 49 46
internal_value=0 -2.35361e-05 -0.000886604 7.87869e-06 -1.33617e-05 3.89897e-05 -0.0012468 -3.59027e-07 2.17685e-05 0.00115892 -0.00199193
internal_weight=0 3647 129 3518 3472 3330 142 3279 3233 97 95
internal_count=3744 3647 129 3518 3472 3330 142 3279 3233 97 95
is_linear=0
shrinkage=0.0995203


Tree=3552
num_leaves=14
num_cat=0
split_feature=19 2 8 8 12 6 0 17 0 0 27 17 1
split_gain=0.0323976 0.0177565 0.022449 0.0313417 0.0207803 0.0133575 0.0172109 0.0184684 0.0110466 0.0199741 0.0200031 0.0171234 0.0108434
threshold=-0.071824999999999986 0.42989000000000011 -0.10833 -0.1205 0.086720000000000019 -0.093155000000000002 -0.14075499999999999 -0.062765000000000001 0.12433000000000002 0.076335000000000014 -0.032854999999999995 -0.11248999999999999 0.41527500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 8 12 -7 -8 9 10 -4 -10 -2
right_child=1 -3 4 -5 -6 6 7 -9 11 -11 -12 -13 -14
leaf_value=0.0019616465900174182 0.0012759228454761464 0.0015661402610020322 0.0016853832168060312 -0.0029190171126804863 -0.0020728687491396191 0.00051797785651078068 -0.00016288571140230028 -0.0025120592714998002 0.002397738300216958 -0.0017908548649539955 1.7258336796562617e-05 -9.2867885704502582e-05 -0.00068890938465264646
leaf_weight=83 67 68 73 58 46 59 59 78 50 59 2940 59 47
leaf_count=83 67 68 73 58 46 59 59 78 50 59 2940 59 47
internal_value=0 -2.6623e-05 -5.69781e-05 -0.000793489 2.67583e-05 -0.000393168 -0.000892807 -0.00150635 5.73781e-05 2.21719e-05 5.7946e-05 0.0010421 0.00045868
internal_weight=0 3663 3595 368 3227 310 196 137 3181 3072 3013 109 114
internal_count=3746 3663 3595 368 3227 310 196 137 3181 3072 3013 109 114
is_linear=0
shrinkage=0.0995203


Tree=3553
num_leaves=22
num_cat=0
split_feature=19 2 1 2 5 9 2 2 20 17 17 9 3 17 2 2 5 17 26 26 9
split_gain=0.0262703 0.0143989 0.0137626 0.0348958 0.118411 0.0255249 0.0230283 0.0352054 0.0300989 0.0160232 0.0399995 0.0800164 0.0795078 0.0613016 0.0378311 0.084162 0.0479268 0.0332835 0.0305563 0.0282478 0.0140001
threshold=-0.071824999999999986 0.42989000000000011 -0.0088199999999999997 -0.084804999999999992 -0.029944999999999996 0.091690000000000021 -0.082294999999999993 -0.081445000000000004 -0.082119999999999985 -0.00067499999999999993 -0.022884999999999999 0.087695000000000009 0.089165000000000022 -0.015464999999999998 -0.087245000000000003 -0.085599999999999996 -0.020074999999999999 -0.036600000000000001 0.11861500000000001 0.090625000000000025 0.11351500000000002
decision_type=2 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 -4 8 -8 -5 10 17 13 -13 -12 16 -16 -11 19 -17 -2 -9
right_child=1 -3 3 6 -6 -7 7 20 -10 14 11 12 -14 -15 15 18 -18 -19 -20 -21 -22
leaf_value=0.0017664230983693704 0.0003729826271739315 0.0014102776110531919 0.001007458857263552 0.0031635431515280739 -0.0055959407782006244 -0.001368172255579224 -0.0027847658780757525 5.4770340145930369e-05 -0.0003849831651428299 0.00083567379308383655 -0.0033931345258854714 -0.006186069077377696 -0.0006086228035636688 0.00059207807463053624 0.0049137003096864007 0.00022537106010002466 -0.0031684266056648154 0.0023815889254451212 0.0027676213805919963 -0.00080035380357125615 -0.0011209493585685212
leaf_weight=83 811 68 88 48 52 91 50 886 46 60 46 50 52 226 46 483 58 66 52 271 113
leaf_count=83 811 68 88 48 52 91 50 886 46 60 46 50 52 226 46 483 58 66 52 271 113
internal_value=0 -2.39734e-05 -5.13303e-05 -0.000299049 -0.00141488 -0.000195691 -7.28244e-05 -0.000207225 0.00141832 0.00010155 -7.91385e-05 -0.000973383 -0.00335069 -7.88825e-05 0.000496152 0.000826916 -0.00112551 0.000211479 0.000473999 7.83497e-05 -7.73996e-05
internal_weight=0 3663 3595 1374 231 179 1143 1049 94 2221 1522 374 102 272 699 581 118 1148 535 1082 999
internal_count=3746 3663 3595 1374 231 179 1143 1049 94 2221 1522 374 102 272 699 581 118 1148 535 1082 999
is_linear=0
shrinkage=0.0995203


Tree=3554
num_leaves=14
num_cat=0
split_feature=19 2 8 8 25 6 8 3 17 17 2 12 29
split_gain=0.0213007 0.0116755 0.0183768 0.0249436 0.0194253 0.0189563 0.0248993 0.016454 0.0227328 0.0357273 0.0195695 0.0143445 0.0116576
threshold=-0.071824999999999986 0.42989000000000011 -0.10833 -0.1205 0.096120000000000025 -0.242115 -0.07034 0.13345500000000002 -1.0000000180025095e-35 -0.09744499999999999 0.12875500000000004 -0.0071149999999999989 -0.077709999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -4 8 9 -2 -10 -7 -13
right_child=1 -3 4 -5 -6 11 -8 -9 10 -11 -12 12 -14
leaf_value=0.0015906281629226144 0.00068807357990488961 0.0012699265582248884 0.00031038349138966942 -0.0026090631649871186 0.0020600197562676971 0.0016946162801918273 -0.0021922859678746103 -0.0016059689824041701 2.8727839959588155e-05 -0.0031098432402591591 0.0025713801557190647 -0.00088342884530710146 6.9703132588472529e-05
leaf_weight=83 52 68 71 58 46 52 87 78 88 46 46 133 2838
leaf_count=83 52 68 71 58 46 52 87 78 88 46 46 133 2838
internal_value=0 -2.15431e-05 -4.61992e-05 -0.000712593 2.95412e-05 0 -0.00106249 -0.000355128 6.18845e-05 -0.00108627 0.000907688 5.572e-05 2.67596e-05
internal_weight=0 3663 3595 368 3227 3181 158 310 232 98 134 3023 2971
internal_count=3746 3663 3595 368 3227 3181 158 310 232 98 134 3023 2971
is_linear=0
shrinkage=0.0995203


Tree=3555
num_leaves=15
num_cat=0
split_feature=19 26 9 4 2 8 26 1 2 2 26 18 18 20
split_gain=0.0172701 0.0118218 0.0239274 0.0425182 0.038032 0.0325938 0.0122473 0.0482338 0.0525195 0.0442486 0.0163381 0.0140859 0.019917 0.0229472
threshold=-0.071824999999999986 0.11861500000000001 0.11296000000000002 0.11474000000000002 -0.073369999999999991 -0.0077949999999999998 0.10439000000000002 -0.083284999999999984 -0.081055000000000002 -0.073369999999999991 0.10144500000000002 0.24916000000000005 0.14607000000000003 0.14849500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -4 10 -8 -9 -10 11 12 13 -2
right_child=1 2 5 -5 -6 -7 7 8 9 -11 -12 -13 -14 -15
leaf_value=0.0014323285709010372 -1.4990083858543865e-05 0.0017845720509911918 0.001115441099704836 0.0037940042941952833 -0.0014413893136326404 -0.0026041778531533154 -0.0035779509398387406 0.0027663643577720935 -0.0033971357606417904 0.0006719664136303746 0.0016921585411772085 -0.0014704542622457188 0.0017012146249864009 -0.0017784382382630582
leaf_weight=83 2911 83 47 48 64 46 48 48 49 57 54 68 65 75
leaf_count=83 2911 83 47 48 64 46 48 48 49 57 54 68 65 75
internal_value=0 -1.93102e-05 0.000592418 0.00122043 0.000374503 -0.000715568 -7.17536e-05 -0.000823244 3.00514e-05 -0.00120131 -2.36541e-05 -5.36228e-05 -2.17765e-05 -5.95572e-05
internal_weight=0 3663 288 195 147 93 3375 202 154 106 3173 3119 3051 2986
internal_count=3746 3663 288 195 147 93 3375 202 154 106 3173 3119 3051 2986
is_linear=0
shrinkage=0.0995203


Tree=3556
num_leaves=14
num_cat=0
split_feature=2 20 21 8 8 21 18 20 8 2 20 0 18
split_gain=0.0310997 0.0199948 0.0166393 0.0283774 0.0367511 0.0539505 0.042444 0.0227016 0.0179539 0.021224 0.0540111 0.0166559 0.00601573
threshold=0.42136500000000005 -0.24910499999999999 -0.0050399999999999993 -0.097249999999999989 -0.086304999999999993 -0.018669999999999996 -0.084954999999999989 -0.16109499999999999 -0.409445 0.091030000000000014 -0.058504999999999995 -0.14680499999999999 0.084900000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -4 12 11 -11 -10 -9
right_child=-2 2 7 4 5 -7 -8 8 9 10 -12 -13 -14
leaf_value=0.0016411621386863454 -0.0019752911587569717 0.0028535792279285894 -0.0022304418802267792 -0.0016626465043602697 -0.0019084327524824317 0.0036272954980423114 0.00092115823007513759 -0.0021793245824832008 -0.0010179956247601519 0.0036626001416117382 8.6799899870219254e-05 -1.9294074290594037e-05 -0.0005823902953194358
leaf_weight=75 78 48 48 77 71 54 201 48 177 54 188 2555 49
leaf_count=75 78 48 48 77 71 54 201 48 177 54 188 2555 49
internal_value=0 3.30144e-05 -5.40954e-07 0.000564249 0.000289543 0.000753154 0.000179542 -8.24707e-05 -4.86311e-05 -4.89712e-06 0.000888089 -8.42973e-05 -0.00138107
internal_weight=0 3645 3570 451 403 326 272 3119 3071 2974 242 2732 97
internal_count=3723 3645 3570 451 403 326 272 3119 3071 2974 242 2732 97
is_linear=0
shrinkage=0.0995203


Tree=3557
num_leaves=10
num_cat=0
split_feature=2 18 6 38 8 11 1 8 3
split_gain=0.0252165 0.0176213 0.0637179 0.0181251 0.0246661 0.0156963 0.0150695 0.0309475 0.0233234
threshold=0.42136500000000005 0.19545000000000004 0.041585000000000011 -0.080750000000000002 0.24853500000000003 -0.15300499999999997 -0.12118 -0.42187000000000002 0.11360500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 8 -8 -7
right_child=-2 2 -4 4 -6 6 7 -9 -10
leaf_value=-0.0015403317861586183 -0.0017787097566213182 -0.00083859929034290986 0.0038691484512887149 -0.0014875310362719412 0.0019746667451810691 -0.00021620079872232799 0.0024546291809451732 4.9448880185249018e-05 -0.0023083840842508395
leaf_weight=75 78 64 51 70 63 308 54 2896 64
leaf_count=75 78 64 51 70 63 308 54 2896 64
internal_value=0 2.96841e-05 0.00124207 -9.58091e-06 2.34112e-05 -1.25884e-05 1.82447e-05 9.37534e-05 -0.000578347
internal_weight=0 3645 115 3530 3455 3392 3322 2950 372
internal_count=3723 3645 115 3530 3455 3392 3322 2950 372
is_linear=0
shrinkage=0.0995203


Tree=3558
num_leaves=10
num_cat=0
split_feature=2 26 17 1 4 18 6 29 9
split_gain=0.0204462 0.0162042 0.0141947 0.0166789 0.043295 0.0164887 0.0118713 0.0113764 0.0102155
threshold=0.42136500000000005 -0.43370499999999995 -0.57205499999999987 -0.49837999999999999 0.099960000000000021 -0.025879999999999997 0.21988000000000005 0.093650000000000025 -0.090699999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -5
right_child=-2 2 3 6 -6 -7 -8 -9 -10
leaf_value=0.0017881891891493452 -0.0016016921012481354 0.0015881922115907347 0.0012498484234813889 -0.00098364074989687683 -0.0032794293880347128 -0.0012375046999308999 0.0013161141111372313 0.0011620432534675904 6.150343691280215e-07
leaf_weight=51 78 55 60 108 55 47 69 81 3119
leaf_count=51 78 55 60 108 55 47 69 81 3119
internal_value=0 2.66852e-05 1.46111e-06 -2.29672e-05 -0.00100951 0.000149622 2.41164e-05 -2.58529e-06 -3.2072e-05
internal_weight=0 3645 3594 3539 162 107 3377 3308 3227
internal_count=3723 3645 3594 3539 162 107 3377 3308 3227
is_linear=0
shrinkage=0.0995203


Tree=3559
num_leaves=11
num_cat=0
split_feature=12 10 10 3 20 8 8 7 20 21
split_gain=0.0164391 0.0324547 0.0199374 0.0171111 0.0196972 0.046003 0.0566074 0.0208741 0.0158064 0.0141269
threshold=0.098385000000000028 0.09056500000000002 0.086030000000000023 -0.025279999999999997 -0.09638999999999999 -1.0000000180025095e-35 0.0065600000000000007 -0.10984999999999999 -0.086134999999999989 -0.042694999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 -7 -6 -9 -5
right_child=-2 -3 -4 4 7 6 -8 8 -10 -11
leaf_value=-0.0017155656779279116 -0.0017989637139079926 0.002124963961037995 -0.0016515647235750624 0.00061773175643335611 -0.001955586292689283 0.0047989841570425032 0.00054254901105831423 -0.0011346852533425879 4.432825994759228e-05 -0.0012434330215155484
leaf_weight=56 50 71 73 81 55 51 80 117 3009 80
leaf_count=56 50 71 73 81 55 51 80 117 3009 80
internal_value=0 1.77512e-05 -2.35574e-05 9.88715e-06 3.79448e-05 0.000820317 0.00220588 -3.36158e-05 0 -0.000301986
internal_weight=0 3673 3602 3529 3473 292 131 3181 3126 161
internal_count=3723 3673 3602 3529 3473 292 131 3181 3126 161
is_linear=0
shrinkage=0.0995203


Tree=3560
num_leaves=8
num_cat=0
split_feature=27 3 24 25 0 4 36
split_gain=0.0179512 0.0128735 0.0167616 0.019384 0.0159063 0.0124355 0.0187417
threshold=-0.032854999999999995 -0.16443499999999997 -0.070120000000000002 0.096120000000000025 -0.23177499999999998 0.14903500000000006 0.090760000000000021
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=0.0014481031227659555 -0.0015936200733476255 -0.0017998413586372824 -0.0012625373501804599 0.0019434687051840137 8.1366840031236269e-05 0.0015488786359435015 -0.0018989269308383832
leaf_weight=90 48 48 90 54 3300 56 48
leaf_count=90 48 48 90 54 3300 56 48
internal_value=0 2.49437e-05 4.67762e-05 7.19894e-05 4.28312e-05 7.7585e-05 5.2731e-05
internal_weight=0 3644 3596 3548 3494 3404 3348
internal_count=3734 3644 3596 3548 3494 3404 3348
is_linear=0
shrinkage=0.0995203


Tree=3561
num_leaves=9
num_cat=0
split_feature=27 30 29 24 0 20 20 8
split_gain=0.0145561 0.0158129 0.0139821 0.0146692 0.0174877 0.0239061 0.0265614 0.0111631
threshold=-0.032854999999999995 0.11146500000000002 0.091190000000000021 0.084270000000000025 -0.23177499999999998 -0.14878999999999998 -0.240845 -0.51030999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7
right_child=1 -3 -4 -5 5 7 -8 -9
leaf_value=0.0013039874677791875 -0.001368519173644869 -0.0013521658123783905 -0.0015978552095224311 0.0015477298986084633 0.00025420582996203933 0.0016828250938091688 -0.0023986178268911636 0.00011963847985140767
leaf_weight=90 84 81 50 66 70 46 79 3168
leaf_count=90 84 81 50 66 70 46 79 3168
internal_value=0 2.24165e-05 5.38956e-05 7.76378e-05 4.92523e-05 8.49084e-05 -0.00114683 0.000142266
internal_weight=0 3644 3563 3513 3447 3363 149 3214
internal_count=3734 3644 3563 3513 3447 3363 149 3214
is_linear=0
shrinkage=0.0995203


Tree=3562
num_leaves=15
num_cat=0
split_feature=17 17 17 27 17 6 6 0 0 0 17 17 12 2
split_gain=0.0123877 0.0363568 0.0210054 0.018815 0.0323029 0.0270729 0.0288484 0.0167254 0.0356277 0.0294294 0.0152502 0.0236432 0.0127392 0.00978956
threshold=-0.084209999999999993 -0.078119999999999995 -0.07107999999999999 0.084480000000000013 -0.089699999999999988 -0.094449999999999992 -0.086849999999999997 -0.077784999999999993 -0.081909999999999997 -0.067059999999999995 -0.065699999999999995 -0.053765 0.094205000000000025 -0.083974999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -7 8 -8 -9 -4 -12 13 -13
right_child=1 2 10 -5 -6 6 7 9 -10 -11 11 12 -14 -15
leaf_value=-0.0015417991753617457 -0.0022041413192828239 0.0017433140808967638 -0.0014342972789925018 -0.0010811644319286642 0.0023429740858562976 0.0024456944579148376 2.6506171866824327e-05 -0.0013029138835121969 0.0020814953514699209 0.0003786801165497578 0.0019734017127928482 -0.00039235877600394203 -0.0015863755847285422 9.3444108261448846e-05
leaf_weight=75 77 66 77 88 81 65 227 144 133 362 58 543 53 1685
leaf_count=75 77 66 77 88 81 65 227 144 133 362 58 543 53 1685
internal_value=0 -7.43725e-05 -7.97003e-06 0.000315839 0.000429689 0.000274823 0.000422047 0.000269211 0.000787985 -9.82585e-05 -5.61503e-05 -1.04316e-05 -6.12343e-05 -2.45866e-05
internal_weight=0 2559 2482 1175 1087 1006 931 866 360 506 2416 2339 2281 2228
internal_count=3734 2559 2482 1175 1087 1006 931 866 360 506 2416 2339 2281 2228
is_linear=0
shrinkage=0.0995203


Tree=3563
num_leaves=9
num_cat=0
split_feature=27 30 21 30 24 17 17 17
split_gain=0.0115697 0.0121802 0.0123456 0.0135981 0.0135209 0.0116381 0.0255433 0.0166823
threshold=-0.032854999999999995 0.11146500000000002 0.14680000000000004 0.096655000000000033 0.084270000000000025 -0.55286000000000002 -0.56655999999999984 -0.54604999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7
right_child=1 -3 -4 -5 -6 7 -8 -9
leaf_value=0.0011582173588326368 -0.0003453002144759254 -0.0011907476029293651 -0.0011863386451690145 0.001735378265079048 0.0015044631320241916 -0.0017675216009099559 0.0024110254199514918 1.25878804310615e-05
leaf_weight=90 71 81 79 48 62 53 62 3188
leaf_count=90 71 81 79 48 62 53 62 3188
internal_value=0 1.56432e-05 4.32986e-05 7.14157e-05 4.79324e-05 2.09248e-05 0.000933449 -1.62697e-05
internal_weight=0 3644 3563 3484 3436 3374 133 3241
internal_count=3734 3644 3563 3484 3436 3374 133 3241
is_linear=0
shrinkage=0.0995203


Tree=3564
num_leaves=26
num_cat=0
split_feature=8 8 8 3 3 17 3 17 6 6 6 6 9 8 0 8 3 8 0 17 9 3 0 1 0
split_gain=0.0252052 0.0327443 0.0316839 0.0276709 0.0215075 0.020562 0.0288354 0.0324372 0.0438654 0.0244362 0.0449622 0.0315988 0.0315111 0.0245175 0.0192853 0.0375018 0.0321481 0.0291857 0.0275381 0.0400902 0.0834213 0.0667052 0.0284363 0.0612408 0.0445098
threshold=-0.081415000000000001 -0.082014999999999991 -0.080724999999999991 0.15537500000000004 1.0000000180025095e-35 0.066010000000000027 0.11339500000000001 0.22924500000000006 0.10877500000000002 0.096435000000000021 0.10009000000000003 0.091795000000000015 0.090255000000000016 -0.073644999999999988 -0.078479999999999994 -0.10115999999999999 0.12212000000000002 -0.085499999999999993 -0.084369999999999987 -0.015464999999999998 0.087885000000000019 0.086605000000000029 -0.085794999999999996 -0.082849999999999993 -0.086474999999999996
decision_type=2 2 2 2 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 9 7 -7 -9 11 -11 13 -12 -4 18 16 -16 -17 22 21 -21 -20 24 -24 -6
right_child=2 -3 3 -5 14 6 -8 8 -10 10 12 -13 -14 -15 15 17 -18 -19 19 20 -22 -23 23 -25 -26
leaf_value=0.0018025360795222822 -0.002257230816003728 0.0024129502798773401 -0.0013649142540942607 0.0018655542181067824 6.255303681234796e-06 0.002641468077904129 -0.0016787577792503599 -0.00095078658032257994 0.001865526761190664 -0.004044333993521854 -0.0025698673919490136 0.0016176986841695085 0.00032582283330794188 -0.00017752133206147804 -0.0012422889888528156 -0.0039834906224672697 0.0019488748368585225 -0.00063943034840126115 -0.00050966312243151419 0.0026349017403620228 -0.0020142460262284685 0.0039733313596480354 0.0018510643800980829 -0.002427899825769166 0.0026233969086347213
leaf_weight=76 76 67 207 63 807 73 54 131 94 49 55 84 114 1041 60 47 65 59 52 67 89 88 46 117 70
leaf_count=76 76 67 207 63 807 73 54 131 94 49 55 84 114 1041 60 47 65 59 52 67 89 88 46 117 70
internal_value=0 0.000255474 -0.000262459 -0.000184891 0.000166996 -0.000253239 0.000432279 0.000817563 0.000222168 -0.000409445 -0.00138703 -0.000248837 -0.000611718 -0.000375125 8.71488e-05 -0.000751644 0.000410567 -0.0021299 0.000232792 0.00107974 -1.22489e-05 0.00230237 -7.47455e-06 -0.00121532 0.000216083
internal_weight=0 1710 2041 1965 1643 1902 352 298 225 1550 218 1332 169 1248 1567 231 125 106 1336 296 156 140 1040 163 877
internal_count=3751 1710 2041 1965 1643 1902 352 298 225 1550 218 1332 169 1248 1567 231 125 106 1336 296 156 140 1040 163 877
is_linear=0
shrinkage=0.0995203


Tree=3565
num_leaves=16
num_cat=0
split_feature=8 8 8 13 4 11 26 26 2 26 4 4 4 4 8
split_gain=0.0204461 0.0274636 0.0256874 0.0214926 0.020289 0.0163872 0.0169423 0.022702 0.0350474 0.0255526 0.014143 0.0182427 0.0228401 0.028167 0.00211097
threshold=-0.081415000000000001 -0.081864999999999993 -0.080724999999999991 0.083560000000000023 0.13849500000000003 -0.100185 0.10439000000000002 0.092955000000000024 -0.080604999999999996 0.09112000000000002 0.13146500000000003 0.11670500000000002 0.10845500000000002 0.10054500000000002 -0.13559999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 10 -1 7 9 -9 -7 11 12 13 -4 -8
right_child=2 -3 4 -5 -6 6 14 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0016006819352279425 -0.002032590728313426 0.0026300540044502585 -0.00028192896230359713 0.0022853343240246812 0.0015889959682433249 0.0002415414616670029 -0.0015421093623264397 0.0036096996564973084 7.1638371803980759e-05 -0.0016480866964380147 -0.0018616977234033353 0.0014064818569175148 -0.0018857690843612238 0.0012257729991356091 -0.00061550858154597356
leaf_weight=54 76 46 1569 46 63 1269 49 49 65 75 51 69 80 133 57
leaf_count=54 76 46 1569 46 63 1269 49 49 65 75 51 69 80 133 57
internal_value=0 0.000230097 -0.000236379 0.00016326 -0.000166491 0.000102423 0.000161749 0.000250521 0.00159957 0.000135484 -0.000225068 -0.000179532 -0.000241403 -0.000163631 -0.00105157
internal_weight=0 1710 2041 1664 1965 1618 1564 1458 114 1344 1902 1851 1782 1702 106
internal_count=3751 1710 2041 1664 1965 1618 1564 1458 114 1344 1902 1851 1782 1702 106
is_linear=0
shrinkage=0.0995203


Tree=3566
num_leaves=18
num_cat=0
split_feature=9 26 2 8 8 3 8 0 20 19 0 6 2 2 2 2 8
split_gain=0.0214786 0.0147925 0.0134666 0.0148512 0.0227482 0.0227183 0.020836 0.0166597 0.0420435 0.0244942 0.0161838 0.0202904 0.0284383 0.0189848 0.108725 0.062963 0.0183674
threshold=-0.22988499999999998 0.081750000000000031 0.31852000000000008 -0.081415000000000001 -0.082014999999999991 0.15537500000000004 -0.080724999999999991 -0.1021 -0.089994999999999992 -0.07525999999999998 -0.10942499999999999 -0.083069999999999991 -0.083344999999999989 -0.086050000000000001 -0.085374999999999993 -0.086775000000000005 -0.15713999999999997
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 6 -5 8 -8 -9 11 16 -13 15 -15 -12 -2
right_child=2 -3 -4 5 -6 -7 7 9 -10 -11 13 12 -14 14 -16 -17 -18
leaf_value=0.002686019309874086 -0.0014343712306924179 0.00018211338698408868 -0.0016055843779679536 -0.0019133382800423397 0.0019894962592936242 0.0016158408535620831 0.0017395969374491699 -0.0020322444396789216 -0.0012310122125331387 1.902538328136406e-05 -8.2486472867694121e-05 0.00016588289555901037 0.0033720699801415054 -0.0048686954623739405 -5.2269426962741318e-06 0.0033972230356503013 0.00095071647650068483
leaf_weight=48 52 47 55 74 67 65 55 60 325 1460 246 53 58 48 890 65 83
leaf_count=48 52 47 55 74 67 65 55 60 325 1460 246 53 58 48 890 65 83
internal_value=0 0.00145586 -5.97472e-05 -3.59095e-05 0.00019473 -0.000212995 -0.00027363 -0.000209337 -0.000798901 -6.14073e-05 0.000113748 0.000851678 0.00184856 -3.09369e-05 -0.000254977 0.000642152 2.59519e-05
internal_weight=0 95 3656 3601 1562 2039 1974 1900 380 1520 1495 246 111 1249 938 311 135
internal_count=3751 95 3656 3601 1562 2039 1974 1900 380 1520 1495 246 111 1249 938 311 135
is_linear=0
shrinkage=0.0995203


Tree=3567
num_leaves=11
num_cat=0
split_feature=9 7 4 19 8 18 0 0 17 29
split_gain=0.0174378 0.0200292 0.0170137 0.0120827 0.0116108 0.0110323 0.0344785 0.00949187 0.0353928 0.0150566
threshold=-0.22988499999999998 0.093110000000000012 0.14154500000000006 -0.07525999999999998 0.24614500000000003 -0.26599999999999996 -0.062294999999999996 -0.14680499999999999 -0.093784999999999993 -0.08570499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 -5 8 -7 -9
right_child=1 -3 -4 4 -6 7 -8 9 -10 -11
leaf_value=0.0026025884244568385 -0.0012961321014505333 0.0016251301555450526 -4.530817628752865e-05 -0.00076395121884463004 -0.0012593703614510166 -0.003092161747351138 0.0027209557048030889 0.0013971443322592096 -0.0001643851974217381 -4.0552207012674995e-05
leaf_weight=49 80 69 46 57 78 47 55 74 321 2875
leaf_count=49 80 69 46 57 78 47 55 74 321 2875
internal_value=0 -5.37789e-05 0.00131183 -8.63028e-05 -5.84713e-05 -3.09156e-05 0.000940078 -6.39484e-05 -0.000540538 -4.19811e-06
internal_weight=0 3656 95 3587 3507 3429 112 3317 368 2949
internal_count=3751 3656 95 3587 3507 3429 112 3317 368 2949
is_linear=0
shrinkage=0.0995203


Tree=3568
num_leaves=24
num_cat=0
split_feature=2 5 5 5 5 5 2 4 2 26 2 26 6 2 3 3 2 10 4 5 18 21 18
split_gain=0.0157379 0.0181376 0.118839 0.026971 0.0235371 0.028175 0.021506 0.0199266 0.0202969 0.0347505 0.0179222 0.111217 0.0195129 0.0495862 0.0347355 0.045341 0.0246473 0.0239879 0.043824 0.0254649 0.0141208 0.0260327 0.022499
threshold=-0.085804999999999992 0.064585000000000017 0.089620000000000019 0.15100500000000003 0.058505000000000008 0.040570000000000016 -0.085089999999999985 0.10845500000000002 0.10003000000000002 0.086255000000000012 -0.086849999999999997 0.086095000000000019 0.089165000000000022 -0.087804999999999994 0.088055000000000022 0.092200000000000018 -0.088764999999999997 0.087405000000000024 0.10801000000000002 -0.093875 0.11362500000000002 0.10683000000000002 0.11906500000000002
decision_type=2 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 -4 5 6 -2 8 9 -5 12 -12 13 16 -14 -16 17 19 -19 -1 21 -8 -22
right_child=1 2 3 7 -6 -7 20 -9 -10 -11 11 -13 14 -15 15 -17 -18 18 -20 -21 22 -23 -24
leaf_value=0.0010734120906625078 -0.0018825040283505067 -0.0055358239681666983 0.0019970883708102468 -0.0020291034432920593 0.0021741576220615827 -0.0022457006710790177 0.00021723587738045136 -0.0022969593377181559 0.0012298327010935664 0.00019504198718305025 0.0041875554967221338 -0.001541503272256202 0.0027883727409519555 -0.0024003784786011911 -0.0023986317576536863 0.001909374641436765 0.0022900932320918457 0.0031193004119021641 -0.00086021565490811797 -0.00078268306793225243 -0.0023570841856095162 -0.0012707468029737208 -0.0001700922924813734
leaf_weight=95 61 46 48 108 46 59 1685 53 75 194 68 66 69 83 46 51 51 60 50 316 60 125 213
leaf_count=95 61 46 48 108 46 59 1685 53 75 194 68 66 69 83 46 51 51 60 50 316 60 125 213
internal_value=0 -0.000176345 -0.00070377 -0.000237048 -5.30951e-05 -9.99732e-05 -4.05438e-05 -0.000488344 -0.000231911 -0.000597637 0.000291948 0.00135967 0.000116682 -0.000126449 0.00108096 -0.000125158 0.000202078 -7.44167e-07 0.00130299 -0.000351667 1.30045e-05 0.000114022 -0.000653749
internal_weight=0 2773 524 478 2249 2203 2144 430 377 302 955 134 821 655 166 97 572 521 110 411 2083 1810 273
internal_count=3728 2773 524 478 2249 2203 2144 430 377 302 955 134 821 655 166 97 572 521 110 411 2083 1810 273
is_linear=0
shrinkage=0.0995203


Tree=3569
num_leaves=14
num_cat=0
split_feature=10 0 10 25 21 3 21 3 21 3 6 6 0
split_gain=0.0115513 0.0253286 0.0208491 0.0106914 0.00856718 0.0255807 0.0311756 0.0359299 0.0230928 0.0129664 0.032214 0.0224629 0.0124601
threshold=0.087405000000000024 -0.061654999999999995 0.084475000000000022 0.096120000000000025 0.10940500000000002 0.10325000000000002 0.11639500000000003 0.11578500000000001 0.10726000000000002 0.14530500000000005 -0.25061999999999995 0.14653500000000005 -0.083039999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 8 12 -7 -8 9 11 -11 -1 -6
right_child=1 -3 -4 -5 5 6 7 -9 -10 10 -12 -13 -14
leaf_value=-5.3318864879714755e-05 -0.00053123391998962613 0.0021881547599903427 -0.0021454447365947516 0.0013192806637733257 -0.0028397570475422363 -0.0020424139418244976 0.0027388695212606853 -0.00018813849936562109 0.0021428770147118629 -0.0010048132355341933 0.0022950426797399412 -0.0017765652143496328 -0.00072510487040555011
leaf_weight=2849 66 69 48 55 56 59 55 168 48 49 72 77 57
leaf_count=2849 66 69 48 55 56 59 55 168 48 49 72 77 57
internal_value=0 0.000852612 -8.47597e-05 -5.66267e-05 -7.85447e-05 -0.000515105 -5.2193e-06 0.000530099 -2.2564e-05 -5.69453e-05 0.000951972 -9.89473e-05 -0.00178032
internal_weight=0 135 3593 3545 3490 395 282 223 3095 3047 121 2926 113
internal_count=3728 135 3593 3545 3490 395 282 223 3095 3047 121 2926 113
is_linear=0
shrinkage=0.0995203


Tree=3570
num_leaves=18
num_cat=0
split_feature=5 5 8 8 8 27 5 6 3 6 9 8 8 3 8 1 1
split_gain=0.0106408 0.0189295 0.00865867 0.0353219 0.0173117 0.0179229 0.0178233 0.0156894 0.0511623 0.024467 0.0151549 0.0450709 0.109786 0.0314858 0.118148 0.0303448 0.0298869
threshold=0.62931500000000018 0.51935500000000012 -0.046889999999999994 -0.053049999999999993 -0.014194999999999999 -0.038765000000000001 -0.088935 0.004915000000000001 0.10850000000000003 -0.045589999999999999 0.083760000000000015 -0.085814999999999989 -0.082014999999999991 0.084505000000000011 -0.085165000000000005 -0.082489999999999994 -0.089520000000000002
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 6 -6 -4 9 -9 -7 11 15 -13 14 -12 -1 -15
right_child=-2 -3 4 -5 5 7 -8 8 -10 -11 13 12 -14 16 -16 -17 -18
leaf_value=-0.001419718834114404 0.0010679753618592408 -0.0019567744904629564 -0.00021009007360512041 -0.0023643390969863686 -0.0015444277546745649 -1.0520685219187939e-05 0.0022343438721520426 0.00045617596283082312 -0.0030053445945981295 0.0012870051163682617 0.00033000916926602305 0.0058388991075480753 -0.00017165280169298327 0.0010144173448464052 -0.0052543360799514813 0.0003893270888461285 -0.00024754020307475615
leaf_weight=126 83 52 47 69 65 449 77 137 61 211 113 47 83 212 56 338 1502
leaf_count=126 83 52 47 69 65 449 77 137 61 211 113 47 83 212 56 338 1502
internal_value=0 -7.12082e-05 -4.36913e-05 -0.00014295 0.000196895 4.76481e-05 0.00130122 0.000169214 -0.000606118 0.000403054 -8.074e-05 0.000357021 0.0019951 -0.000219268 -0.00151558 -0.000100158 -9.09745e-05
internal_weight=0 3645 3593 2546 1047 923 124 858 198 660 2477 594 130 1883 169 464 1714
internal_count=3728 3645 3593 2546 1047 923 124 858 198 660 2477 594 130 1883 169 464 1714
is_linear=0
shrinkage=0.0995203


Tree=3571
num_leaves=26
num_cat=0
split_feature=2 1 0 8 8 1 5 5 1 9 18 17 5 9 9 3 0 17 4 17 5 20 20 22 9
split_gain=0.0110243 0.023291 0.0401353 0.106571 0.0438532 0.0311202 0.0254572 0.0322639 0.0202154 0.0181915 0.112746 0.197236 0.056219 0.0496973 0.0236056 0.0279643 0.0504847 0.0360219 0.0160417 0.0249881 0.0158074 0.011753 0.0150152 0.0395888 0.0144225
threshold=-0.085804999999999992 -0.083284999999999984 -0.079954999999999984 -0.083294999999999994 -0.089594999999999994 -0.082195000000000004 0.0043900000000000015 -0.010764999999999999 -0.081394999999999981 0.083955000000000016 -0.011569999999999999 -0.012064999999999999 -0.026719999999999997 0.084515000000000021 0.085355000000000028 0.11061500000000002 -0.061654999999999995 -0.54892999999999992 0.10990500000000002 -0.11045499999999998 0.063170000000000018 0.15091500000000005 0.059705000000000015 0.079065000000000024 0.094435000000000033
decision_type=2 2 2 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 -3 7 -4 -7 10 11 -1 -12 -11 -15 17 -17 -16 19 -8 -19 22 24 -24 -10
right_child=1 5 6 -5 -6 8 18 -9 21 13 12 -13 -14 14 15 16 -18 20 -20 -21 -22 -23 23 -25 -26
leaf_value=-5.9244762576578222e-05 -0.0016884774230825066 0.002333055039098769 -0.00055495301243809901 -0.0045770523686800959 0.002129356801738477 -0.002021995330063967 -0.001325304692547195 0.0030646687744952713 0.00017331707004993328 -0.0024012303169047111 0.00094659542915170988 0.0082500476651863365 -0.00356537327884833 0.0019619241305183126 -0.002677157441765941 -0.0004315231927541622 0.0038796484622456418 -0.00039668467743171187 -0.0022917978198673215 0.0011610151569906863 0.0008891606477310621 0.001290224658922746 -0.0033337808074634652 0.00018788048209770483 -0.00044056145865526829
leaf_weight=73 65 55 47 83 55 51 87 50 1443 76 55 46 54 74 54 59 49 269 46 74 146 66 49 88 514
leaf_count=73 65 55 47 83 55 51 87 50 1443 76 55 46 54 74 54 59 49 269 46 74 146 66 49 88 514
internal_value=0 -0.000141729 -0.000751497 -0.00183513 5.45415e-05 -4.93626e-06 -2.51922e-05 0.00130239 -6.34656e-05 0.000250207 0.00102584 0.00314587 -0.00128118 5.82854e-06 0.000288095 7.20078e-05 0.00151689 -0.000258971 -0.000651252 -0.00017744 5.37125e-05 -1.68435e-05 -5.84314e-05 -0.00106572 1.16655e-05
internal_weight=0 2773 507 203 120 2266 304 97 2211 955 228 119 109 727 651 577 108 469 207 161 415 2160 2094 137 1957
internal_count=3728 2773 507 203 120 2266 304 97 2211 955 228 119 109 727 651 577 108 469 207 161 415 2160 2094 137 1957
is_linear=0
shrinkage=0.0995203


Tree=3572
num_leaves=18
num_cat=0
split_feature=29 0 4 17 17 4 3 5 27 26 6 5 3 17 26 17 18
split_gain=0.0343916 0.00916538 0.0196112 0.0328909 0.0544949 0.0312089 0.0467777 0.101891 0.0167068 0.0126824 0.0177642 0.0109329 0.0319866 0.0264529 0.0261974 0.0240387 0.0192366
threshold=0.12330000000000002 -0.14028499999999997 0.077430000000000013 0.0041300000000000009 0.24923500000000007 0.11181500000000001 0.10850000000000003 -0.033039999999999993 -0.032854999999999995 0.26711000000000013 -0.074569999999999984 -0.0016799999999999999 0.084855000000000028 -0.14867499999999997 0.11538500000000003 -0.12647999999999998 -0.12363
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 6 7 -4 -3 11 -11 13 15 -10 -15 -13 -14
right_child=-2 8 3 4 -6 -7 -8 -9 9 10 -12 12 16 14 -16 -17 -18
leaf_value=0.0013387429782332732 0.0025282894027461979 0.0016863390439255407 -0.0020508156179399103 -0.0041342450589286301 0.00016896159570836333 0.0017135526594705868 -0.0032729443544804427 0.0027742797758977594 0.0024433916262209384 -0.0020965510821685353 0.00043290142485480956 -0.00028671686436863392 0.00078185745825344198 5.2349894089464191e-05 0.0013615030183306096 -0.0034082843841356401 -0.00024507682304719143
leaf_weight=57 55 63 96 60 56 73 52 79 52 63 48 49 239 1741 166 50 740
leaf_count=57 55 63 96 60 56 73 52 79 52 63 48 49 239 1741 166 50 740
internal_value=0 2.08266e-05 -0.000387868 -0.000626414 -0.00204978 -7.33179e-05 -0.000651557 0.000122693 8.12848e-05 4.89032e-05 -0.000995359 8.73397e-05 -0.000166767 0.000227588 0.000166738 -0.00187154 4.78905e-06
internal_weight=0 3684 473 416 116 300 227 175 3211 3148 111 3037 1078 1959 1907 99 979
internal_count=3739 3684 473 416 116 300 227 175 3211 3148 111 3037 1078 1959 1907 99 979
is_linear=0
shrinkage=0.0995203


Tree=3573
num_leaves=8
num_cat=0
split_feature=24 10 10 38 9 29 18
split_gain=0.0313727 0.0219392 0.0178008 0.0128751 0.017676 0.0178514 0.0126136
threshold=-0.069349999999999995 0.090005000000000016 0.087275000000000019 -0.082614999999999994 -0.25326499999999996 0.097185000000000021 -0.092584999999999987
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=0.0021393539719083195 0.0014808407512731194 -0.0016175212025501984 0.0019730136282277554 -0.0015558889771017323 -0.00043465435984472582 0.0016269617975817954 8.4475496857034621e-05
leaf_weight=70 59 80 47 71 556 68 2788
leaf_count=70 59 80 47 71 556 68 2788
internal_value=0 1.21872e-05 4.8742e-05 2.29771e-05 -1.48327e-06 3.06223e-05 -1.59436e-06
internal_weight=0 3669 3589 3542 3483 3412 3344
internal_count=3739 3669 3589 3542 3483 3412 3344
is_linear=0
shrinkage=0.0995203


Tree=3574
num_leaves=13
num_cat=0
split_feature=23 4 4 17 17 7 4 0 27 2 5 3
split_gain=0.032225 0.00713706 0.0472731 0.0286919 0.0295952 0.0244222 0.0238484 0.0157028 0.0246742 0.0221526 0.0132803 0.0125473
threshold=-0.068264999999999978 0.077430000000000013 0.081540000000000015 -0.55754499999999996 -0.43873000000000001 0.069395000000000026 0.088720000000000021 -0.13752999999999999 -0.015455 1.0000000180025095e-35 -0.45822499999999994 0.083955000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 -4 -5 6 -6 -2 -9 10 -10 -12
right_child=1 2 3 4 5 -7 -8 8 9 -11 11 -13
leaf_value=0.0026366232735256204 0.0016431704593851135 -0.0028693005303439666 0.0017953221511001715 -0.0025984623504953222 -0.0015954658982031348 0.0018774742049053972 1.5731299987617895e-06 0.0022097691294680226 -0.0013807767588117795 -0.0017795731424012811 0.0010724754066617124 5.1145519181222908e-05
leaf_weight=47 64 62 78 48 106 60 725 52 61 66 126 2244
leaf_count=47 64 62 78 48 106 60 725 52 61 66 126 2244
internal_value=0 1.38664e-05 -0.000201204 -3.77426e-05 -0.000190882 -6.02617e-05 -0.000201156 0.00010299 6.39981e-05 1.89846e-05 6.8151e-05 0.00010579
internal_weight=0 3692 1079 1017 939 891 831 2613 2549 2497 2431 2370
internal_count=3739 3692 1079 1017 939 891 831 2613 2549 2497 2431 2370
is_linear=0
shrinkage=0.0995203


Tree=3575
num_leaves=8
num_cat=0
split_feature=23 10 10 38 9 9 2
split_gain=0.0261289 0.0130524 0.0118389 0.00887413 0.0117691 0.0131153 0.00817442
threshold=-0.068264999999999978 0.090150000000000022 0.087275000000000019 -0.082614999999999994 -0.25326499999999996 -0.10165 -0.13088999999999998
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=0.0023742259470801276 0.0012405566799950374 -0.0012365567429027571 0.001593498569197975 -0.0012423439905711842 0.001460500753553518 -0.00059543836771821612 4.0161073262820144e-05
leaf_weight=47 58 81 48 74 62 214 3155
leaf_count=47 58 81 48 74 62 214 3155
internal_value=0 1.25084e-05 4.07535e-05 1.96055e-05 -3.65028e-07 2.61835e-05 0
internal_weight=0 3692 3611 3563 3505 3431 3369
internal_count=3739 3692 3611 3563 3505 3431 3369
is_linear=0
shrinkage=0.0995203


Tree=3576
num_leaves=10
num_cat=0
split_feature=30 1 6 10 10 5 5 30 0
split_gain=0.0147503 0.0126853 0.0174184 0.0149929 0.0186296 0.0129358 0.023351 0.0212847 0.0120936
threshold=0.12577500000000003 0.50996500000000011 -0.41548999999999997 0.09056500000000002 0.086165000000000019 -0.091229999999999992 -0.088935 0.084540000000000018 -0.093765000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4 -3
right_child=-2 8 3 -5 -6 6 -8 -9 -10
leaf_value=-0.0016182792693070639 -0.0018837348011043421 0.0018296173885301934 0.00044027526493509124 0.0014383662394545547 -0.0017917858867697635 -0.0023462383526851155 -0.00015157544407849073 -0.0015610214931114951 2.0078710861241206e-06
leaf_weight=76 46 65 668 62 65 49 2567 57 82
leaf_count=76 46 65 668 62 65 49 2567 57 82
internal_value=0 -8.94395e-05 -0.000127215 -9.43023e-05 -0.000122442 -8.97195e-05 -0.000192996 0.000281803 0.000815704
internal_weight=0 3691 3544 3468 3406 3341 2616 725 147
internal_count=3737 3691 3544 3468 3406 3341 2616 725 147
is_linear=0
shrinkage=0.0995203


Tree=3577
num_leaves=20
num_cat=0
split_feature=17 0 9 26 2 10 5 1 5 0 26 26 17 0 2 9 9 26 26
split_gain=0.0170895 0.0415183 0.0207143 0.0170625 0.0198701 0.0135719 0.012009 0.0234981 0.0226566 0.117263 0.0208158 0.0354592 0.0908864 0.0378483 0.0336319 0.0211178 0.0170175 0.0310744 0.0355019
threshold=-0.53166999999999998 -0.078479999999999994 0.09143500000000003 0.15222000000000005 -0.049174999999999996 0.086030000000000023 -0.02504 0.066150000000000028 -0.039649999999999998 -0.085684999999999997 -0.074359999999999996 0.083760000000000015 0.016900000000000005 -0.052884999999999995 -0.011474999999999999 0.091200000000000017 0.14318500000000003 0.11991000000000003 0.11538500000000003
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 -5 -4 8 10 16 -10 14 12 -12 -13 15 -8 17 18 -2
right_child=3 2 5 4 -6 -7 7 -9 9 -11 11 13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0026908265434088035 -0.00018599213441735778 -0.0016909464349918074 0.0014171304926903767 0.0020854383924959075 -0.00032309727722667629 -0.00072105834769613892 -0.00094627514681920328 0.0016647995044701003 -0.0023974175084534471 0.0042509475795170278 -0.00080777944249444691 -0.00019846774964071967 -0.005495756085815276 -0.002860542163007265 0.0025620114620259517 0.0011766117762655719 0.0016408187981149609 -0.002176260036483255 0.0020366904206553719
leaf_weight=73 1386 57 77 71 64 47 137 53 46 61 254 981 49 56 54 70 53 73 75
leaf_count=73 1386 57 77 71 64 47 137 53 46 61 254 981 49 56 54 70 53 73 75
internal_value=0 0.000686839 -0.000116877 -0.000158309 0.00093755 0.000600086 -0.000202741 -0.000393511 -1.59926e-05 0.00138512 -0.000462162 -0.000620755 -0.0015686 -0.000343014 0.000348934 -0.000224436 -0.000110976 -0.000172034 -7.1331e-05
internal_weight=0 254 181 3483 135 124 3348 1654 1694 107 1601 1340 303 1037 261 207 1587 1534 1461
internal_count=3737 254 181 3483 135 124 3348 1654 1694 107 1601 1340 303 1037 261 207 1587 1534 1461
is_linear=0
shrinkage=0.0995203


Tree=3578
num_leaves=9
num_cat=0
split_feature=17 30 27 29 27 0 4 27
split_gain=0.0141501 0.0123769 0.0113327 0.0128613 0.0226064 0.0111086 0.0269989 0.017332
threshold=-0.57205499999999987 0.12577500000000003 -0.14624499999999999 0.095535000000000023 -0.0027049999999999995 -0.15137999999999999 0.10990500000000002 0.10274500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6 -7
right_child=1 -3 3 -5 5 7 -8 -9
leaf_value=0.0015228208320537159 -0.0016463221117028841 -0.0017373166505158652 0.0019717978878214196 -0.0015064123324385254 -3.7710931086167615e-05 -0.00017316582053342666 0.002118043158805294 0.0013186856542144454
leaf_weight=53 46 46 54 61 234 3088 76 79
leaf_count=53 46 46 54 61 234 3088 76 79
internal_value=0 -0.000114086 -9.33364e-05 -7.32206e-05 -4.82295e-05 -7.98373e-05 0.000488156 -0.000135693
internal_weight=0 3684 3638 3592 3531 3477 310 3167
internal_count=3737 3684 3638 3592 3531 3477 310 3167
is_linear=0
shrinkage=0.0995203


Tree=3579
num_leaves=18
num_cat=0
split_feature=17 9 18 18 26 9 26 18 23 9 9 5 8 17 9 26 26
split_gain=0.0128437 0.0258469 0.0254058 0.0508437 0.0145277 0.0219383 0.0100349 0.0133106 0.0207667 0.0201057 0.0492583 0.0339582 0.02699 0.0499052 0.043264 0.0139195 0.0202525
threshold=-0.53166999999999998 0.097910000000000011 -0.015440000000000001 -0.092864999999999989 0.13124500000000003 0.11351500000000002 0.11991000000000003 -0.0063699999999999998 1.0000000180025095e-35 0.088825000000000029 0.089645000000000016 -0.040404999999999996 -0.086254999999999984 -0.017704999999999995 0.083875000000000019 0.11538500000000003 0.10439000000000002
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 7 9 15 12 -11 -12 14 -14 -2 16 -9
right_child=4 -3 -4 -5 5 -7 -8 8 -10 10 11 -13 13 -15 -16 -17 -18
leaf_value=0.00037755036154928751 -0.0012140457692412891 -0.0014985666943911186 -0.00050249051696874762 0.0043143950503440132 0.0018291791907422258 -0.00046043161643458217 -0.0012460125741708928 0.00011644781690987832 -0.0018823094061745874 0.0026438781520348687 -0.0024948060746402836 7.4542091038480539e-05 -0.00034219998516203209 -0.0020997074170408126 0.0014347988029458254 0.0013188057605038011 -0.001471009028198084
leaf_weight=88 110 47 67 52 90 76 85 1511 54 67 58 415 462 246 137 88 84
leaf_count=88 110 47 67 52 90 76 85 1511 54 67 58 415 462 246 137 88 84
internal_value=0 0.000601004 0.00108167 0.00184566 -0.000131646 0.000775992 -0.000177316 -0.000148957 3.79847e-05 -0.000366706 0.000117363 -0.000238785 -0.000641278 -0.000954016 0.000251837 0.000100085 3.23318e-05
internal_weight=0 254 207 140 3483 166 3317 3232 1737 1495 540 473 955 708 247 1683 1595
internal_count=3737 254 207 140 3483 166 3317 3232 1737 1495 540 473 955 708 247 1683 1595
is_linear=0
shrinkage=0.0995203


Tree=3580
num_leaves=40
num_cat=0
split_feature=17 5 6 18 3 3 17 5 3 0 3 9 0 0 5 5 5 2 5 26 9 9 9 3 3 3 20 5 3 5 3 26 3 0 17 3 17 17 3
split_gain=0.0148722 0.0241687 0.0213025 0.0379449 0.0288935 0.0578458 0.0655429 0.0530276 0.0705436 0.0618886 0.0552946 0.0457585 0.0422083 0.0846181 0.0502124 0.0579645 0.0568515 0.0498999 0.117917 0.0720223 0.0240787 0.0183721 0.0245298 0.01775 0.0445216 0.0345534 0.0302968 0.0269645 0.026366 0.0531905 0.0284237 0.0269126 0.0245651 0.0193715 0.017352 0.0419392 0.0181515 0.0126218 0.0104417
threshold=-0.067414999999999989 0.51100000000000012 0.11642500000000001 -0.067359999999999989 0.094045000000000031 0.09697500000000002 0.055875000000000015 -0.025879999999999997 0.10377500000000002 -0.064859999999999987 0.10089500000000003 0.11296000000000002 -0.086304999999999993 -0.085754999999999984 -0.0089549999999999994 -0.011514999999999999 -0.053109999999999997 -0.087129999999999999 -0.014739999999999998 0.087745000000000031 0.09833500000000002 0.098465000000000011 0.095285000000000022 0.094045000000000031 0.097255000000000022 0.08920500000000002 -0.080674999999999997 0.41088500000000011 0.087625000000000022 0.066815000000000027 0.086535000000000015 0.087170000000000011 0.085505000000000012 -0.065519999999999981 -0.30645999999999995 0.090360000000000024 -0.095109999999999986 -0.35269999999999996 0.11089500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 4 -4 12 6 -6 8 10 -9 -7 -10 14 -14 15 16 -2 18 -15 -19 -5 22 38 25 -25 28 33 37 30 31 32 -30 -1 -26 -27 -36 -37 -28 -3
right_child=2 21 3 20 5 7 -8 9 11 -11 -12 -13 13 17 -16 -17 -18 19 -20 -21 -22 -23 -24 24 26 34 27 -29 29 -31 -32 -33 -34 -35 35 36 -38 -39 -40
leaf_value=0.00016427894202947405 0.00013726911978992692 0.00076303791555346816 0.0029432773829651997 -0.0016594481459501723 -0.0046715520421191032 0.00051251638366654902 -0.00031798499714096159 -0.0041220136251166701 -0.00013094090986115757 0.0001932452476282979 0.004732207993595962 -0.0029719926051455766 -0.0043912505759532766 -0.0052509961800701142 0.0032193918799277186 -0.0028620171042100708 0.0028487958344468253 0.0018032888776218377 0.0012291947242922096 -0.0006395832869368857 0.001270425670894262 0.0006678248251153695 -0.0028840834943162038 0.003349281651900318 0.00053755087410210301 -0.002103524819437941 -0.00067976189089865777 0.0032832838269561326 0.0014978504696715204 -0.00098005868235803532 -0.0014763389381940726 0.0047898283403323867 0.002454050674345168 -0.0020172487246207216 -0.0024118997117663125 0.0024411764626953328 -0.00032652424713565473 0.0011891457885586758 -0.0013302222242361481
leaf_weight=255 399 46 59 55 71 84 67 72 418 60 49 65 51 57 67 51 95 186 54 334 56 66 60 65 56 77 52 48 55 49 84 46 57 61 56 46 47 112 48
leaf_count=255 399 46 59 55 71 84 67 72 418 60 49 65 51 57 67 51 95 186 54 334 56 66 60 65 56 77 52 48 55 49 84 46 57 61 56 46 47 112 48
internal_value=0 0.00024217 -0.000168836 0.000903104 -0.000252803 -0.00069072 -0.0025638 -0.000344057 4.25296e-05 -0.00215433 0.0020733 -0.000514972 4.64058e-05 -0.000491339 0.000646995 0.000329253 0.000660374 -0.000174835 -0.0020911 0.000232639 -0.000173939 -0.000713186 -0.00131036 0.000423128 0.000967023 0.000144484 0.000493876 0.00120488 0.000573754 0.00169794 0.000145858 0.00300527 0.000585227 -0.000787442 -0.000888978 -0.000255832 0.00103364 0.000591574 -0.000297152
internal_weight=0 1386 2350 170 2180 886 138 748 616 132 133 483 1294 682 612 545 494 631 111 520 111 220 154 1166 394 772 329 212 546 150 396 101 312 117 226 149 93 164 94
internal_count=3736 1386 2350 170 2180 886 138 748 616 132 133 483 1294 682 612 545 494 631 111 520 111 220 154 1166 394 772 329 212 546 150 396 101 312 117 226 149 93 164 94
is_linear=0
shrinkage=0.0995203


Tree=3581
num_leaves=13
num_cat=0
split_feature=19 2 3 6 19 7 0 27 0 0 0 5
split_gain=0.0126098 0.025111 0.0463393 0.051235 0.0153681 0.0158952 0.0159128 0.0135805 0.0139719 0.0921258 0.0284416 0.0138837
threshold=0.11651500000000002 -0.083104999999999998 0.11125500000000002 -0.082304999999999989 0.10957500000000002 -0.074334999999999998 0.15238000000000004 0.10360500000000002 -0.086304999999999993 -0.085754999999999984 -0.087614999999999985 -0.41397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 -1 7 8 10 -10 -7 -9
right_child=1 2 -4 -5 -6 6 -8 11 9 -11 -12 -13
leaf_value=-0.0016040465087742593 0.0011508134332675177 -0.00047359690370898786 0.00049541015400907996 -0.0051921601267870942 0.0015124278451590127 0.00013198403675013766 0.0015602225218565974 -0.0022902008716393883 -0.003905240011412541 -5.72932986222333e-06 0.0016711812460124375 -4.250696877637637e-05
leaf_weight=60 52 46 74 46 68 1140 66 51 62 1878 133 60
leaf_count=60 52 46 74 46 68 1140 66 51 62 1878 133 60
internal_value=0 -0.0007491 -0.00134918 -0.00284178 3.08224e-05 1.38246e-06 3.00386e-05 -9.78204e-08 3.7045e-05 -0.000130775 0.000293439 -0.00108261
internal_weight=0 218 166 92 3518 3450 3390 3324 3213 1940 1273 111
internal_count=3736 218 166 92 3518 3450 3390 3324 3213 1940 1273 111
is_linear=0
shrinkage=0.0995203


Tree=3582
num_leaves=39
num_cat=0
split_feature=17 5 1 17 20 5 17 2 5 9 0 2 5 9 9 18 6 5 9 3 5 5 3 3 0 9 3 0 5 1 17 2 2 17 9 1 2 8
split_gain=0.0113324 0.022023 0.0342926 0.0203927 0.0274766 0.0179538 0.0188691 0.040666 0.0488004 0.039799 0.0305493 0.0441942 0.0272375 0.0272107 0.058386 0.0296623 0.0167185 0.0330734 0.0423572 0.0219411 0.0474993 0.0552806 0.0487046 0.069692 0.0556545 0.0361351 0.0350924 0.032114 0.0478367 0.0447181 0.0441398 0.0383079 0.0669549 0.0720671 0.0443082 0.0404229 0.0297024 0.0280315
threshold=-0.067414999999999989 -0.015214999999999999 -0.025004999999999999 -0.078119999999999995 -0.082784999999999984 -0.011514999999999999 -0.14169499999999999 -0.087129999999999999 0.0047850000000000011 0.086345000000000019 -0.08269 -0.086169999999999983 0.066815000000000027 0.088825000000000029 0.08679000000000002 0.014860000000000003 0.11642500000000001 0.057175000000000011 0.097510000000000027 0.094045000000000031 -0.025879999999999997 0.022285000000000003 0.097255000000000022 0.10377500000000002 -0.080884999999999999 0.11296000000000002 0.10089500000000003 -0.089674999999999991 -0.14822499999999997 -0.016464999999999997 0.026115000000000006 -0.07934999999999999 -0.081445000000000004 -0.0062099999999999994 0.091690000000000021 -0.07825 -0.076615000000000003 -0.081915000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -3 10 -8 9 -9 11 -7 -10 14 -12 -15 19 18 -18 27 22 -22 24 26 -21 -25 -24 28 36 -30 -31 32 34 -34 -29 -33 -2 -37
right_child=16 5 3 -5 -6 6 7 8 12 -11 13 -13 -14 15 -16 -17 17 -19 -20 20 21 -23 23 25 -26 -27 -28 31 29 30 -32 35 33 -35 -36 37 -38 -39
leaf_value=0.0029589371180892064 0.00075725849274104341 -0.0017029452147374461 -0.0023044134433107656 0.002001197968645813 0.00085025015806863185 -0.00061860731776209286 0.0025689291786964376 -0.0023785826610131186 0.0029998681685723459 0.0012044277325715933 -0.00053579989665001584 0.0027045709737568719 -0.00011307773416568392 0.00048574826053820119 -0.0044866089441501257 -0.0018745061902601232 -0.001564054894667893 0.0029849245332235676 0.002255721111533365 -0.0043439887829351187 -0.004125336604053364 -0.00041664645212958134 0.00083950030808409358 -9.6777036001837401e-05 -5.3519515069021644e-06 -0.0026216469318729998 0.0042817483603481464 -0.00057454849927416002 -0.0003166436469009785 0.0036687358365636281 0.00019816863224477994 0.0028161396701807217 -0.0057299631772817399 -0.00072280560362600018 0.0018771079906927661 0.0012597013359956931 -0.0020119258930585207 -0.0015678460978779105
leaf_weight=69 78 56 46 49 67 77 89 91 63 46 194 81 49 299 46 64 74 49 47 57 75 86 75 418 61 65 49 481 78 114 54 71 49 69 86 72 75 67
leaf_count=69 78 56 46 49 67 77 89 91 63 46 194 81 49 299 46 64 74 49 47 57 75 86 75 418 61 65 49 481 78 114 54 71 49 69 86 72 75 67
internal_value=0 0.000212426 0.0010996 0.000302608 -0.000426705 3.42822e-05 0.000123548 0.000742717 8.66867e-05 -0.00116955 -0.000150381 0.00107987 0.00163065 -0.000474092 -0.00129645 6.73599e-05 -0.000146346 0.000803178 -7.35744e-05 -0.000220767 -0.000602385 -0.00214938 -0.000257716 0.000100642 -0.00210807 -0.000438258 0.00220635 3.98936e-05 0.000782984 0.00164325 0.00255807 -0.000290469 -0.00065166 -0.00280899 -0.000201248 0.000883804 -0.000594835 -9.73279e-05
internal_weight=0 1386 231 162 113 1155 1099 338 249 137 761 158 112 603 240 363 2350 170 121 2180 886 161 725 607 118 483 124 1294 399 246 168 895 685 118 567 210 153 139
internal_count=3736 1386 231 162 113 1155 1099 338 249 137 761 158 112 603 240 363 2350 170 121 2180 886 161 725 607 118 483 124 1294 399 246 168 895 685 118 567 210 153 139
is_linear=0
shrinkage=0.0995203


Tree=3583
num_leaves=23
num_cat=0
split_feature=3 3 26 26 0 18 18 8 0 9 26 6 2 18 18 18 18 1 6 9 1 1
split_gain=0.00958791 0.0468526 0.0429025 0.0418531 0.0289607 0.0205525 0.049261 0.0714745 0.0286711 0.0449481 0.0600484 0.0428243 0.0253168 0.0239321 0.0182235 0.0329677 0.0286566 0.0174817 0.0469083 0.0177757 0.014435 0.0167107
threshold=0.090595000000000023 0.091065000000000021 0.11215000000000001 0.097910000000000011 -0.23032 -0.064960000000000004 -0.020999999999999998 -0.077074999999999991 -0.083995 0.090775000000000022 0.089150000000000021 0.10737000000000003 -0.076254999999999989 -0.0032949999999999998 0.091330000000000008 0.095920000000000019 0.10698500000000001 -0.088694999999999982 0.088845000000000021 0.083760000000000015 -0.49837999999999999 -0.15353499999999998
decision_type=2 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 8 7 -7 -3 10 -10 12 -11 -8 17 -16 -17 19 -19 -6 -15 -22
right_child=1 5 -4 -5 14 6 13 -9 9 11 -12 -13 -14 20 15 16 -18 18 -20 -21 21 -23
leaf_value=0.0025534567448411726 -0.002650799345574292 0.0022228423169685118 0.002733183140019304 -0.0023326863378333399 -0.00035868121179723732 -0.0046011795766340135 0.0018874805185324331 -0.00014781276102444248 0.00010245120499153281 0.00085275886055550187 -0.0043091963168149366 0.0027544479119789738 -0.001123738538174258 -0.0016704180741949114 0.0032065741994271001 -0.0017974866599890572 0.0012909065990002735 5.5838481283430179e-05 -0.0018004528763032334 0.0011221969722494975 0.0011771563444115259 -0.00020131656905105286
leaf_weight=49 72 77 62 69 126 61 59 87 90 182 46 81 99 60 50 46 84 825 161 218 95 1037
leaf_count=49 72 77 62 69 126 61 59 87 90 182 46 81 99 60 50 46 84 825 161 218 95 1037
internal_value=0 -0.000156877 0.000163408 6.5039e-05 0.000171685 -6.54983e-05 -0.00027173 -0.00198885 0.000434848 0.000156747 -0.00138371 0.000737741 0.000153499 -6.793e-05 9.3854e-05 0.00103378 0.000191793 -3.27387e-05 -0.000246438 0.000577403 -0.000165403 -8.49088e-05
internal_weight=0 2046 1690 1628 1559 1974 1399 148 575 498 136 362 281 1251 1510 180 130 1330 986 344 1192 1132
internal_count=3736 2046 1690 1628 1559 1974 1399 148 575 498 136 362 281 1251 1510 180 130 1330 986 344 1192 1132
is_linear=0
shrinkage=0.0995203


Tree=3584
num_leaves=29
num_cat=0
split_feature=18 2 2 5 18 8 21 26 18 26 3 3 3 3 5 2 3 3 26 8 3 2 18 18 2 2 21 30
split_gain=0.0159141 0.0133904 0.0303988 0.1282 0.027735 0.0318779 0.0881851 0.0290669 0.0311711 0.027131 0.0264895 0.0743173 0.0301443 0.0641586 0.0381636 0.0529786 0.030463 0.0241355 0.061115 0.0607167 0.0361344 0.0271319 0.0229025 0.0296116 0.0265043 0.0202352 0.0191799 0.0136041
threshold=0.26473000000000008 -0.080555000000000002 -0.081055000000000002 -0.082179999999999989 -0.083039999999999989 -0.084915000000000004 0.085955000000000018 0.088435000000000027 -0.092864999999999989 0.086645000000000014 0.092900000000000024 0.091295000000000029 0.097880000000000023 0.096775000000000014 -0.034484999999999995 -0.073369999999999991 0.09940000000000003 0.084735000000000019 0.08709500000000002 -0.091600000000000001 0.085295000000000024 -0.082404999999999992 -0.091869999999999993 -0.057764999999999997 0.096520000000000022 -0.086254999999999984 0.15544000000000005 0.10484500000000002
decision_type=2 2 2 2 2 2 2 2 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 -1 9 -9 -7 11 22 13 14 15 -12 -14 18 19 -6 -19 -22 -3 -24 -25 -20 27 -18
right_child=-2 10 3 -5 17 7 -8 8 -10 -11 12 -13 16 -15 -16 -17 26 20 25 -21 21 -23 23 24 -26 -27 -28 -29
leaf_value=-0.004489137184324192 -0.0015679979377306362 0.0016710903583776185 -0.0053331242654706809 0.0018703328819468029 0.0023585649984498021 -0.00024748599668799248 0.0010375375091818428 -0.00015401137482767136 -0.0036071816308502701 0.0022363212372441595 0.00021823089105861806 0.0033331852895740754 0.0026131975885163462 -0.0040759393963516015 0.001352830809464272 -0.0036810475997228415 1.5862938493511903e-05 -0.0025141229548487922 0.0015750365221800756 -0.0014927634914908791 0.0003547467904032657 -0.001159485129150902 -0.0024238692613318996 0.00052539904005558468 -0.0018588789362317189 0.0044201663052809582 0.0018729267171160423 -0.0014796191602779248
leaf_weight=68 69 91 52 46 62 297 49 56 49 51 89 89 47 55 87 56 811 58 55 117 610 145 47 355 53 47 52 65
leaf_count=68 69 91 52 46 62 297 49 56 49 51 89 89 47 55 87 56 811 58 55 117 610 145 47 355 53 47 52 65
internal_value=0 -4.18625e-05 -0.000239576 -0.00194356 -0.00013873 -0.000701874 -0.00216755 -0.000321515 -0.00177329 0.000114168 0.000141349 0.000665822 -0.000121901 -0.00101874 -0.000290443 -0.00128205 0.000141252 0.000153934 0.000949365 -0.00015421 -0.000119987 6.28497e-05 0.000229532 -5.69801e-05 0.00021367 0.00289405 1.51744e-05 -9.41688e-05
internal_weight=0 3659 1762 98 1664 570 117 453 105 348 1897 635 1262 287 232 145 975 1094 281 179 813 755 546 455 408 102 928 876
internal_count=3728 3659 1762 98 1664 570 117 453 105 348 1897 635 1262 287 232 145 975 1094 281 179 813 755 546 455 408 102 928 876
is_linear=0
shrinkage=0.0995203


Tree=3585
num_leaves=31
num_cat=0
split_feature=8 8 8 8 20 2 8 18 0 20 3 20 2 3 3 20 4 8 2 1 0 26 8 9 2 9 2 26 3 8
split_gain=0.0139736 0.0713754 0.0495719 0.031819 0.0447903 0.0716133 0.024811 0.0231009 0.0327834 0.02015 0.0350935 0.0208327 0.0194024 0.0340676 0.0703241 0.0467778 0.0751058 0.0732768 0.043759 0.0391186 0.0332344 0.0314286 0.0227882 0.0373935 0.0420968 0.0412226 0.0201116 0.0674778 0.0222459 0.0184097
threshold=-0.085764999999999994 -0.086489999999999997 -0.085385000000000003 -0.088520000000000001 -0.0093149999999999986 -0.082644999999999982 -0.089984999999999996 0.10361000000000002 -0.096359999999999987 -0.00059999999999999995 0.080495000000000025 -0.088334999999999983 -0.080744999999999997 0.095240000000000019 0.097880000000000023 -0.009049999999999999 0.087495000000000031 -0.080364999999999992 -0.0043799999999999993 -0.000195 -0.077174999999999994 0.10924500000000002 -0.084915000000000004 0.084595000000000017 -0.088385000000000005 0.085075000000000026 -0.072624999999999981 0.094605000000000022 0.13640000000000005 -0.087544999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 7 9 -9 11 -11 -1 21 15 20 16 18 -17 -14 -19 -15 22 -4 24 -24 -25 27 -16 -28 -6
right_child=2 -3 12 4 29 -7 -8 8 -10 10 -12 -13 13 14 26 17 -18 19 -20 -21 -22 -23 23 25 -26 -27 28 -29 -30 -31
leaf_value=-0.00028452326435589922 0.0033055519095278314 -0.0030728294722979486 -0.0023061163127757133 -0.0033941800800882317 0.0010581119892133708 0.0017192130656736428 -0.0019890201406659799 -0.0035325652310525596 -0.00022399326547072287 -0.0026483228928950559 -2.1919171063170541e-05 0.0016598234184352436 -0.00033632576634241959 -0.0037783835730304956 -0.00047943086083689865 0.0044428994777508876 0.0028956274591090151 9.5467995104744292e-05 -0.0040408007058042265 0.0025994212658951243 -0.00039920425087629571 -0.002372641405187636 -0.00016496692883097105 -0.0027972020675441573 0.003072939006107017 -0.00013026683243800427 -0.00043680576758773493 0.0039393368343120343 0.00098078603109796381 0.0037099345119535341
leaf_weight=97 46 88 47 47 52 64 87 47 82 58 389 123 98 70 85 69 51 210 47 88 50 68 85 62 74 788 393 57 152 54
leaf_count=97 46 88 47 47 52 64 87 47 82 58 389 123 98 70 85 69 51 210 47 88 50 68 85 62 74 788 393 57 152 54
internal_value=0 -0.000345132 6.82156e-05 -0.000126171 0.000952443 -0.000438543 -0.000392171 -0.000216613 -0.00143579 1.79525e-05 -0.000364537 0.000798822 8.17703e-06 0.000259925 -0.00015373 0.000854309 -0.000383677 0.0015177 -0.00154273 0.000837638 -0.00237721 -0.00029794 -0.000163567 -6.29535e-05 0.00133683 -0.000325759 0.00023346 0.00128854 -3.99386e-05 0.00241676
internal_weight=0 1188 2540 1100 217 111 883 796 129 667 447 220 2494 1370 807 563 196 367 145 298 120 1124 1056 1009 159 850 687 142 545 106
internal_count=3728 1188 2540 1100 217 111 883 796 129 667 447 220 2494 1370 807 563 196 367 145 298 120 1124 1056 1009 159 850 687 142 545 106
is_linear=0
shrinkage=0.0995203


Tree=3586
num_leaves=24
num_cat=0
split_feature=19 28 19 0 21 20 3 8 3 26 20 0 26 26 8 4 8 0 26 0 6 20 3
split_gain=0.0129342 0.0203967 0.0202421 0.018328 0.0366861 0.0948749 0.013716 0.0301489 0.0715574 0.0433999 0.0257144 0.032291 0.0321156 0.0554585 0.0247991 0.0231306 0.0177948 0.0423454 0.0309518 0.0132111 0.0177048 0.0260388 0.0050926
threshold=0.078135000000000024 0.080855000000000024 0.0069650000000000016 -0.081674999999999984 0.09266000000000002 -0.0078249999999999986 0.11492500000000001 -0.071344999999999992 0.11741000000000003 0.095150000000000026 -0.049389999999999996 -0.17809 0.091195000000000012 0.088775000000000021 -0.068099999999999994 0.10398500000000002 -0.092545000000000002 -0.12236 -0.074359999999999996 -0.085794999999999996 -0.01146 -0.079154999999999989 0.12389500000000002
decision_type=2 2 2 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 19 5 -5 10 16 -9 -10 12 -12 13 -1 -14 -13 17 -8 -18 20 21 -2 -6
right_child=3 -3 -4 4 22 -7 7 8 9 -11 11 15 14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00066831493768401218 0.0010343283713890193 -0.0018903621794253169 -0.0021677981899950621 0.0058206160676939787 -0.0010308099322136463 -5.4989766782037602e-05 -0.0014236887775218685 0.0046087427774715748 -0.00049331148702641732 0.0024795064709319846 0.0021801763369591323 7.1391447205810938e-05 0.002581412615621663 -0.0042658439683229176 -0.0005144887482048851 -0.0011459000140899955 0.00064750312290919227 0.0018816727405545938 -0.0026621305723096541 -0.0014640684104493846 0.0014020422937881798 -0.0015179558545274983 0.00042709097325123257
leaf_weight=569 71 64 46 46 48 66 72 48 164 69 67 1607 49 46 53 171 47 82 68 56 84 89 46
leaf_count=569 71 64 46 46 48 66 72 48 164 69 67 1607 49 46 53 171 47 82 68 56 84 89 46
internal_value=0 -0.000130772 -9.48532e-05 0.000410259 0.00113334 0.0023509 -6.39489e-05 0.000386549 0.00110819 0.000383538 -0.00016098 3.51485e-05 -0.000666803 -0.00093873 0.000964733 -4.52217e-05 -0.000364246 0.000330993 -0.00130238 -8.35281e-05 0.000229962 -0.000380263 -0.00030866
internal_weight=0 3222 3158 506 206 112 3112 550 281 233 2562 1845 717 615 102 1778 269 154 115 300 244 160 94
internal_count=3728 3222 3158 506 206 112 3112 550 281 233 2562 1845 717 615 102 1778 269 154 115 300 244 160 94
is_linear=0
shrinkage=0.0995203


Tree=3587
num_leaves=19
num_cat=0
split_feature=18 17 18 19 20 6 3 3 3 3 9 3 3 17 9 5 8 3
split_gain=0.0125893 0.0126671 0.0299618 0.0238641 0.0306304 0.0235794 0.0312966 0.0300888 0.0397713 0.0380553 0.022144 0.0176847 0.0942378 0.0618313 0.0442457 0.068192 0.0390917 0.0276342
threshold=0.26473000000000008 0.24923500000000007 -0.074709999999999985 0.10583000000000002 -0.0096699999999999998 0.11690000000000002 0.088845000000000021 0.10174000000000002 0.11125500000000002 0.093835000000000016 0.13087500000000005 0.087445000000000023 0.087925000000000017 -0.067864999999999995 0.085765000000000022 -0.089564999999999992 -0.085764999999999994 0.08844500000000001
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 10 -5 6 -4 9 -9 -8 11 14 13 -13 16 -16 -1 -14
right_child=-2 2 5 4 -6 -7 7 8 -10 -11 -12 12 17 -15 15 -17 -18 -19
leaf_value=-0.0010017781658734168 -0.0013834594570545909 0.0025238968124408475 -0.0016051174947246841 -0.00032586884324731913 0.0028975215957408084 -0.0016274798803019488 0.00046082020052670383 -0.0021894796651244844 0.0015464627782826087 0.0037632448473931125 0.0014267920096049935 -0.0005606512510567249 0.0013791491979417848 -0.0053915407114073907 -0.0012268077980886977 0.0025169857760725316 0.00046012113199178243 -0.00028692242615990207
leaf_weight=337 69 61 57 57 59 62 78 54 59 63 86 48 104 59 69 158 391 1857
leaf_count=337 69 61 57 57 59 62 78 54 59 63 86 48 104 59 69 158 391 1857
internal_value=0 -2.6114e-05 0.000478341 -9.42543e-05 0.00130656 0.000141619 0.000496933 0.000971876 -0.000231611 0.00194218 -0.000146783 -0.00019182 -0.00035552 -0.00323206 0.000161805 0.0013754 -0.000215485 -0.000198146
internal_weight=0 3659 434 3225 116 373 311 254 113 141 3109 3023 2068 107 955 227 728 1961
internal_count=3728 3659 434 3225 116 373 311 254 113 141 3109 3023 2068 107 955 227 728 1961
is_linear=0
shrinkage=0.0995203


Tree=3588
num_leaves=28
num_cat=0
split_feature=6 8 8 26 3 26 8 8 3 9 1 18 8 6 18 18 2 18 6 8 26 17 17 3 11 8 2
split_gain=0.0175976 0.0239865 0.0487142 0.0422863 0.0348902 0.0619528 0.0458342 0.0776258 0.02857 0.0513427 0.0763793 0.0209748 0.0659263 0.0209411 0.0442782 0.0545686 0.05849 0.147946 0.0230768 0.0397835 0.0332548 0.0370933 0.016522 0.0348598 0.015765 0.0168552 0.0155237
threshold=0.090460000000000026 -0.065539999999999987 -0.052214999999999998 0.10924500000000002 0.097880000000000023 0.096535000000000024 -0.078704999999999997 -0.081415000000000001 0.10850000000000003 0.095415000000000014 -0.080844999999999986 0.14607000000000003 -0.071344999999999992 0.087455000000000019 0.092545000000000016 -0.023444999999999997 -0.082644999999999982 -0.011039999999999999 0.041585000000000011 -0.078844999999999985 0.088545000000000026 -0.014289999999999999 -0.51195499999999994 0.094410000000000008 0.083750000000000033 -0.49499500000000002 -0.082084999999999991
decision_type=2 2 2 2 2 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 3 -3 4 5 6 7 -2 9 10 -4 13 -13 18 15 -15 17 -17 22 20 21 -20 23 -1 25 -24 -25
right_child=1 2 8 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 14 -16 16 -18 -19 19 -21 -22 -23 24 26 -26 -27 -28
leaf_value=-0.0024121836210151356 0.00028060446447669913 -0.0040292545098876923 -0.0010798612593139576 0.002113733975396269 0.0014903858592750876 -0.0037980609850506893 0.0020109861864309035 -0.0035117508100393027 -0.0021409805660309623 -0.0022508111375903212 0.0046138766605336714 -0.00064243980810897174 0.0043335819323727732 0.0025378047842463791 0.0035162688543139511 -0.0030291850400909334 -0.0030903602965128064 0.0044760451737409623 0.00065629204462975838 -0.0029275658114442495 0.0021206725179369365 -0.0020244969758085492 -0.0011281195540876047 -0.00060818685782407418 0.0020238036836857888 0.00031208055076621064 0.001272207937343151
leaf_weight=72 185 46 47 85 88 55 73 75 67 49 46 58 48 79 55 51 61 53 99 64 51 105 84 103 51 1817 75
leaf_count=72 185 46 47 85 88 55 73 75 67 49 46 58 48 79 55 51 61 53 99 64 51 105 84 103 51 1817 75
internal_value=0 -0.00029453 -0.00109503 6.78771e-05 -0.000295735 -0.000702944 -0.00018928 -0.000810196 -0.000445307 0.000348999 0.00172759 0.000227837 0.00160313 0.000175851 0.000963584 0.000384828 -0.000641031 0.000787725 8.20982e-05 -0.000708435 -0.000148265 -0.000719513 0.000196993 -0.00056362 0.000294827 0.000248011 0.000179515
internal_weight=0 816 255 561 476 388 333 260 209 142 93 2926 106 2820 299 244 165 104 2521 319 255 204 2202 250 1952 1901 178
internal_count=3742 816 255 561 476 388 333 260 209 142 93 2926 106 2820 299 244 165 104 2521 319 255 204 2202 250 1952 1901 178
is_linear=0
shrinkage=0.0995203


Tree=3589
num_leaves=13
num_cat=0
split_feature=5 5 3 3 4 20 13 18 24 18 26 20
split_gain=0.0160357 0.0220743 0.0175766 0.0486419 0.0234146 0.0274377 0.0148924 0.0160226 0.0133368 0.0111949 0.0503247 0.012497
threshold=-0.49053999999999998 -0.46244499999999994 0.10377500000000002 0.090435000000000029 0.12498500000000003 -0.048779999999999997 1.0000000180025095e-35 0.31227500000000008 0.084270000000000025 0.15891500000000006 0.090930000000000025 0.096815000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 7 8 9 11 -11 -3
right_child=1 6 4 -5 -6 -7 -8 -9 -10 10 -12 -13
leaf_value=1.1734125405742117e-05 -0.001635986976650988 7.4585500024471974e-05 0.0011034929072868053 0.0039192781262256072 0.0020693180817306003 -0.001820034569064718 0.0017344079512582203 0.0017854992849140943 0.0015608032499638696 0.0011693327402476199 -0.0034289672924118029 -0.00087148052168740996
leaf_weight=75 76 2962 56 55 46 73 53 52 55 48 46 145
leaf_count=75 76 2962 56 55 46 73 53 52 55 48 46 145
internal_value=0 4.07479e-05 0.000794097 0.00167122 0.000137839 -0.00054456 7.89063e-05 5.21348e-05 2.42006e-05 -1.94579e-06 -0.00107219 3.01702e-05
internal_weight=0 3437 305 130 175 129 3361 3308 3256 3201 94 3107
internal_count=3742 3437 305 130 175 129 3361 3308 3256 3201 94 3107
is_linear=0
shrinkage=0.0995203


Tree=3590
num_leaves=9
num_cat=0
split_feature=0 13 18 30 18 17 5 0
split_gain=0.014276 0.0140012 0.0120847 0.0147118 0.0153122 0.0122201 0.0486678 0.012303
threshold=-0.23998999999999998 0.088785000000000017 0.31227500000000008 0.11955500000000002 0.22074500000000005 -0.53447999999999996 0.40898000000000007 -0.22163999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7
right_child=1 -3 -4 -5 -6 7 -8 -9
leaf_value=0.0014613345474618626 -0.0029848518329221542 0.0017188064869719324 0.001519158953404614 0.0016804616299974076 -0.0018096301383005923 -0.0010485400742534779 0.00026498916323189613 0.00010042098818304242
leaf_weight=74 65 50 54 52 46 95 152 3154
leaf_count=74 65 50 54 52 46 95 152 3154
internal_value=0 6.44258e-05 4.13364e-05 1.87154e-05 -5.65597e-06 1.80498e-05 -0.000704693 6.65737e-05
internal_weight=0 3668 3618 3564 3512 3466 217 3249
internal_count=3742 3668 3618 3564 3512 3466 217 3249
is_linear=0
shrinkage=0.0995203


Tree=3591
num_leaves=26
num_cat=0
split_feature=6 5 8 0 9 0 8 17 1 2 1 5 17 1 6 5 2 8 17 6 17 0 0 4 0
split_gain=0.01391 0.0240717 0.0286379 0.0428766 0.0765687 0.0363232 0.0538288 0.0664914 0.0727808 0.0484194 0.0312188 0.0288324 0.0151448 0.0141692 0.0139366 0.0299514 0.0582806 0.0544839 0.0753846 0.0176549 0.0360794 0.013892 0.00953254 0.0164199 0.0143978
threshold=0.090460000000000026 0.26411500000000004 -0.065539999999999987 -0.067839999999999998 0.094010000000000024 -0.078809999999999991 -0.080224999999999991 -0.015464999999999998 -0.077084999999999987 -0.075429999999999983 -0.077774999999999997 0.057175000000000011 -0.026504999999999997 -0.53140500000000002 0.087455000000000019 -0.020074999999999999 -0.08237499999999999 -0.081234999999999988 -0.011809999999999999 0.086100000000000024 -0.019465 -0.25289499999999993 -0.1525 0.095805000000000015 -0.14574499999999999
decision_type=2 2 2 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 5 4 -4 6 7 -2 -9 10 -7 -11 -5 -1 19 16 -16 18 -17 21 -21 -15 23 -23 -24
right_child=1 -3 3 12 -6 9 -8 8 -10 11 -12 -13 -14 14 15 17 -18 -19 -20 20 -22 22 24 -25 -26
leaf_value=0.0015950779468476759 0.002359989912861724 -0.0024924259202483831 -0.00021562303456185465 -0.0007033723425713881 -0.0055376862677729037 0.0012706721307306614 -0.0033650984539298858 -0.0036334193460576224 0.00071151852300529409 -0.0013324245221750179 0.0046612501662478163 0.0016942751927821011 0.0015684922364608582 0.0016372103460390761 0.0047787824285217507 0.001315996572267746 0.00036916953682175141 0.0027209595794863472 -0.0035285016897133258 -0.0032792198789906358 0.00044270656991552673 0.00018594447045894565 0.0014469470762386071 -0.001586658882622601 0.00010145657035615866
leaf_weight=69 86 46 63 71 47 67 53 65 92 80 46 51 49 59 46 62 85 50 65 46 58 124 82 88 2092
leaf_count=69 86 46 63 71 47 67 53 65 92 80 46 51 49 59 46 62 85 50 65 46 58 124 82 88 2092
internal_value=0 -0.000279813 -0.000146568 -0.00107721 -0.00249704 0.000248299 -0.000490828 0.000132702 -0.00108213 0.0011483 0.00265815 -0.000147842 0.000217484 0.000184627 0.000150277 0.000782883 0.00192383 -5.69241e-05 -0.00115703 7.35164e-05 -0.00119566 0.000127837 9.01704e-05 -0.000545992 0.000152583
internal_weight=0 816 770 230 110 540 296 243 157 244 113 131 120 2926 2857 308 131 177 127 2549 104 2445 2386 212 2174
internal_count=3742 816 770 230 110 540 296 243 157 244 113 131 120 2926 2857 308 131 177 127 2549 104 2445 2386 212 2174
is_linear=0
shrinkage=0.0995203


Tree=3592
num_leaves=24
num_cat=0
split_feature=22 0 17 2 2 18 9 2 26 0 1 7 8 5 5 17 9 9 0 9 0 1 8
split_gain=0.0499733 0.0310918 0.0206978 0.0236442 0.0567415 0.048951 0.0449165 0.042518 0.0309423 0.0180864 0.0213514 0.0556539 0.0223859 0.0411125 0.0788476 0.0630925 0.0402915 0.0684475 0.0447423 0.0179954 0.0147881 0.0544714 0.017044
threshold=0.13160500000000006 -0.079379999999999992 0.51326500000000019 -0.080744999999999997 -0.095204999999999998 0.0057900000000000009 0.09143500000000003 -0.078994999999999996 -0.095449999999999993 -0.079954999999999984 -0.096749999999999989 0.075985000000000011 -0.086914999999999992 -0.011964999999999998 -0.0089549999999999994 -0.084209999999999993 0.084055000000000032 0.08006000000000002 -0.083694999999999992 0.098465000000000011 -0.075424999999999992 -0.07002499999999999 -0.071594999999999992
decision_type=2 2 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 8 6 -6 -5 -3 10 11 -1 16 15 -15 -14 17 -12 -18 -10 21 -9 -22
right_child=-2 2 -4 7 5 -7 -8 20 19 -11 12 -13 13 14 -16 -17 18 -19 -20 -21 22 -23 -24
leaf_value=0.0037222370372004443 -0.0030109096570086844 0.0021071136863988929 -0.0021246964219563853 0.0028190784549800068 -0.0025061726242613758 -0.0043642791772195199 0.0013753050914826663 -0.0012661238110427289 -0.0010300478720325465 0.0021484617394392637 0.00032620487091710419 -0.00045110936587216063 0.0033355573446978296 -0.0039357593824738144 -0.00033297431035856886 4.0105507062860358e-05 -0.00039047231525114474 0.0034669797437284241 0.002375648896089687 0.0010133176641122972 -0.000899202083169228 0.0034455921798018188 9.1446718655868137e-05
leaf_weight=58 55 58 63 51 76 66 48 50 159 48 194 69 62 71 399 808 427 107 67 58 284 47 433
leaf_count=58 55 58 63 51 76 66 48 50 159 48 194 69 62 71 399 808 427 107 67 58 284 47 433
internal_value=0 1.09684e-05 -0.000360154 -0.000275955 -0.000848325 -0.00217104 -0.000997063 3.07895e-05 6.25727e-05 0.000235121 0.000194157 0.00144838 0.000119166 -0.000128558 -0.000878967 0.000275895 0.000537744 0.00144541 -1.36528e-05 -0.000480122 -0.000142901 0.00100843 -0.000299802
internal_weight=0 3703 1393 1330 465 190 124 865 275 2310 2262 127 2135 1340 470 870 795 301 494 217 814 97 717
internal_count=3758 3703 1393 1330 465 190 124 865 275 2310 2262 127 2135 1340 470 870 795 301 494 217 814 97 717
is_linear=0
shrinkage=0.0995203


Tree=3593
num_leaves=28
num_cat=0
split_feature=10 6 3 8 0 1 9 3 3 0 18 26 2 6 3 4 4 20 1 8 3 8 2 3 6 3 4
split_gain=0.045023 0.0226534 0.0325682 0.0861385 0.0279012 0.0342291 0.0574473 0.0328663 0.0346838 0.0624481 0.0486467 0.0236939 0.0273662 0.0218112 0.0213241 0.029016 0.0236523 0.0211787 0.0711745 0.0321787 0.0208467 0.0363164 0.0548186 0.0274624 0.0254198 0.0397477 0.00825871
threshold=0.093790000000000026 0.087670000000000012 0.085545000000000024 -0.085165000000000005 -0.068604999999999985 -0.093734999999999999 0.083835000000000021 0.098225000000000021 0.11926500000000002 0.061855000000000014 -0.040349999999999997 0.056820000000000016 -0.035314999999999992 0.087235000000000021 0.08785500000000003 0.086545000000000025 0.11181500000000001 -0.085594999999999991 -0.0096349999999999995 -0.10337499999999999 0.087675000000000017 -0.08176499999999999 -0.082174999999999984 0.088285000000000016 0.089985000000000023 0.091615000000000016 0.10252500000000002
decision_type=2 2 2 2 2 2 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 6 -1 14 9 10 -9 12 -10 17 15 -6 -17 18 -7 -19 21 22 -4 -22 -25 -26 -11
right_child=-2 2 20 -5 7 13 -8 8 11 26 -12 -13 -14 -15 -16 16 -18 19 -20 -21 23 -23 -24 24 25 -27 -28
leaf_value=9.7406186138307982e-05 -0.002606138830829973 0.00076314371752745562 0.0044394984200054315 -0.0044323613900314916 -0.0020803077567294347 -0.00077497487500596525 0.0047530709013297165 -0.0013692434720475471 0.0007659068424607379 0.00091340219583545918 -0.0056385145209688322 0.001236529119404041 -0.0020520446642247545 0.0022943199614393157 0.0021684898519545074 0.0022557790877765129 -0.00067322455070279244 0.0013213162779246877 0.0024654836131355845 -0.00010614357221464488 -0.0023979133005415541 -0.0012374241810110445 -0.00023198422789955819 -0.0023691454282261937 0.0011619459628405273 -0.00050799269789783487 -0.00090502386785409135
leaf_weight=62 66 62 48 64 47 121 46 54 59 48 53 88 80 51 62 58 51 177 150 1341 61 51 51 50 195 511 51
leaf_count=62 66 62 48 64 47 121 46 54 59 48 53 88 80 51 62 58 51 177 150 1341 61 51 51 50 195 511 51
internal_value=0 1.61491e-05 -0.000363744 -0.00186935 0.000176227 0.000364945 0.00208796 -0.000387222 -0.000889732 -0.00182482 -0.00349158 -3.75474e-05 -0.000850047 0.000263367 0.000607129 -8.16508e-06 0.000877818 0.000205012 0.00101562 5.97601e-05 -0.000166718 0.000910126 0.00202471 -0.000365427 -0.000200347 -4.55894e-05 -1.50938e-05
internal_weight=0 3692 1093 126 2599 1948 108 651 433 206 107 227 139 1840 218 156 109 1789 271 1518 967 150 99 817 756 706 99
internal_count=3758 3692 1093 126 2599 1948 108 651 433 206 107 227 139 1840 218 156 109 1789 271 1518 967 150 99 817 756 706 99
is_linear=0
shrinkage=0.0995203


Tree=3594
num_leaves=29
num_cat=0
split_feature=22 0 0 5 5 0 5 3 2 6 4 0 2 2 2 6 0 3 17 26 17 3 3 17 2 17 1 3
split_gain=0.0398388 0.0200496 0.018807 0.01925 0.0476686 0.0497235 0.0357782 0.051972 0.0326745 0.0305356 0.0264515 0.0248793 0.0169075 0.0633622 0.028009 0.016392 0.0380027 0.0760161 0.0320257 0.0886792 0.056866 0.0243167 0.0338981 0.022819 0.0887388 0.0447126 0.0224032 0.0114058
threshold=0.13160500000000006 -0.079379999999999992 -0.078809999999999991 -0.068984999999999991 -0.082179999999999989 -0.069824999999999984 -0.0042299999999999994 0.09304500000000003 -0.032624999999999994 0.09840500000000002 0.13924500000000004 -0.057604999999999996 -0.073884999999999992 -0.076854999999999993 -0.070724999999999996 0.092705000000000023 -0.081094999999999987 0.08920500000000002 0.0065250000000000013 0.090385000000000021 -0.083000000000000004 0.086850000000000024 0.087445000000000023 -0.015464999999999998 -0.082594999999999988 -0.010239999999999999 -0.083284999999999984 0.089395000000000016
decision_type=2 2 2 2 2 2 2 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 -3 4 8 -6 7 -5 11 -9 -10 -4 13 -8 -14 16 21 -18 20 -20 27 23 -23 24 -1 -25 -24 -17
right_child=-2 2 3 6 5 -7 12 9 10 -11 -12 -13 14 -15 -16 18 17 -19 19 -21 -22 22 26 25 -26 -27 -28 -29
leaf_value=2.2835772071152955e-05 -0.0026855991462304946 -0.0022229810960441927 0.0029004639731827022 0.0041027865396306776 -0.0043585184137793637 -0.00019821598799912578 -0.00028948178634012785 -0.00096950679066511321 7.682453326637299e-05 0.0019550191739296147 -0.0029822402114390175 -0.00015726854162430653 0.0023657949560321524 -0.0041637726132474342 -0.00013627184262598067 -0.0011806209121887484 0.0042624508906509793 -0.00060414838193394659 -0.0016927710509704302 0.0037169484125576741 -0.0041735189168652688 0.0023083716601007293 -0.0017155579389339978 0.0029611817697526121 -0.0041452102404400167 -0.00020270591741070333 0.00039748643302786412 0.00099924737602629992
leaf_weight=205 55 48 49 47 64 52 385 82 68 62 47 56 51 47 335 47 67 60 69 53 52 90 52 50 67 382 1068 48
leaf_count=205 55 48 49 47 64 52 385 82 68 62 47 56 51 47 335 47 67 60 69 53 52 90 52 50 67 382 1068 48
internal_value=0 1.2516e-05 -0.000285454 -0.0002157 -0.000868145 -0.00250061 7.5536e-07 0.00122797 -3.66776e-06 0.000283979 -0.00116628 0.00126188 -0.000284795 -0.000712886 0.000192192 0.000192555 0.000289061 0.00195682 -0.000536622 0.000650643 -0.00152754 0.000177972 0.00044881 -0.000286369 -0.00100084 0.00016159 0.00029865 -7.05967e-05
internal_weight=0 3703 1393 1345 336 116 1009 191 220 144 115 105 818 432 386 2310 2041 127 269 122 147 1914 1210 704 272 432 1120 95
internal_count=3758 3703 1393 1345 336 116 1009 191 220 144 115 105 818 432 386 2310 2041 127 269 122 147 1914 1210 704 272 432 1120 95
is_linear=0
shrinkage=0.0995203


Tree=3595
num_leaves=28
num_cat=0
split_feature=10 6 3 0 0 20 5 6 5 0 4 6 3 20 21 8 3 4 6 20 20 20 6 6 6 3 3
split_gain=0.0360557 0.0177177 0.0267222 0.0811798 0.0195992 0.0287525 0.0527876 0.0200937 0.0253002 0.0543554 0.0534961 0.0316404 0.0192939 0.0341277 0.0348456 0.0225625 0.0212191 0.0225386 0.018118 0.0280519 0.058182 0.0311682 0.0156244 0.0346208 0.0307081 0.0203358 0.0310043
threshold=0.093790000000000026 0.087670000000000012 0.085545000000000024 -0.087084999999999982 -0.068604999999999985 -0.079864999999999992 0.26473000000000008 -0.0072949999999999994 -0.099349999999999994 -0.088484999999999994 0.076195000000000027 0.08481000000000001 0.10457000000000002 -0.0033999999999999998 0.11228000000000003 -0.10115999999999999 0.096265000000000031 0.085720000000000018 -0.0093650000000000001 -0.085594999999999991 -0.090514999999999998 -0.083495 0.089165000000000022 0.088565000000000019 0.089985000000000023 0.087675000000000017 0.089095000000000021
decision_type=2 2 2 2 2 2 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 7 6 -6 18 -9 10 -10 -11 16 14 -14 -15 17 -7 19 20 -1 -21 23 -4 -24 -26 -27
right_child=-2 2 22 -5 5 12 -8 8 9 11 -12 -13 13 15 -16 -17 -18 -19 -20 21 -22 -23 24 -25 25 26 -28
leaf_value=0.00025946433689172735 -0.0023298395227348712 0.0016361669692256543 -0.00092650399011148224 -0.003601646577665615 0.0002093028788656276 -0.0013270879091665856 -0.0043459093814298844 0.0030463711223024346 -0.0035647280987305377 0.0025687155951295763 0.00091886680167152783 0.00052883574159593729 0.0029924415783552506 0.00054806616122113577 -0.00079095932311878622 -0.0017386645382619847 0.0024657707724359311 0.0010244499571401269 -0.0013320748515019785 -0.0020655700137206827 0.0038569877884101936 0.00014575074331836378 -0.0023066524590925697 0.0028121737932575524 0.001674310044492168 -0.0019234278638335172 6.6848647910674279e-07
leaf_weight=167 66 46 46 80 55 64 46 48 53 118 52 212 47 56 49 174 51 109 79 67 61 1091 68 52 59 95 647
leaf_count=167 66 46 46 80 55 64 46 48 53 118 52 212 47 56 49 174 51 109 79 67 61 1091 68 52 59 95 647
internal_value=0 1.6817e-05 -0.000319119 -0.00168293 0.000158409 -0.00031371 -0.00185724 0.000316606 0.000873572 0.000631933 -0.00133649 0.00126073 -2.87728e-05 -0.000518802 0.0010528 -0.00117834 0.00068074 0.000149785 0.000132419 0.000216484 0.00122555 1.71003e-05 -0.000140567 0.00104893 -0.000275653 -0.000102212 -0.000244575
internal_weight=0 3692 1093 126 2599 651 101 1948 483 435 105 330 550 326 96 230 224 173 1465 1386 228 1158 967 98 869 801 742
internal_count=3758 3692 1093 126 2599 651 101 1948 483 435 105 330 550 326 96 230 224 173 1465 1386 228 1158 967 98 869 801 742
is_linear=0
shrinkage=0.0995203


Tree=3596
num_leaves=17
num_cat=0
split_feature=21 20 21 21 6 0 20 5 6 21 18 18 3 18 20 9
split_gain=0.0156668 0.0136909 0.0311109 0.0348088 0.0351422 0.0350553 0.0750096 0.0224511 0.0215556 0.0212118 0.0234087 0.0392178 0.0581115 0.0218925 0.0194481 0.0162899
threshold=0.15544000000000005 -0.083495 0.11347500000000002 0.098000000000000018 -0.091704999999999995 -0.085474999999999982 -0.099079999999999988 0.62931500000000018 -0.011039999999999999 -0.085914999999999991 -0.14624999999999996 -0.095799999999999982 0.086775000000000033 -0.17307499999999998 -0.081189999999999998 0.097200000000000022
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 -6 9 -7 -3 13 12 -12 15 -13 -11
right_child=-2 7 -4 -5 5 8 -8 -9 -10 10 11 14 -14 -15 -16 -17
leaf_value=0.0020300259493116371 0.0015361485323969746 0.00206949029572475 0.0019962649105647219 -0.0028781883827384285 0.00056569609159128802 -0.001216003884113164 -0.003752034879084893 0.0019984446174210573 0.00088944610221775998 0.00039123146006484182 0.0043213505738795002 0.0012577962515405603 0.00034896724503796859 -0.0027936091773896393 0 -0.0016038704380715908
leaf_weight=55 74 54 49 60 73 73 87 64 141 104 54 128 114 48 2485 66
leaf_count=55 74 54 49 60 73 73 87 64 141 104 54 128 114 48 2485 66
internal_value=0 7.27195e-05 -0.000390471 -0.000631307 -0.000315149 -0.000662217 -0.00177695 0.00015293 0.000167406 0.000113974 7.849e-05 0.000156588 0.00163068 -0.00091404 6.14995e-05 -0.000378522
internal_weight=0 3655 538 489 429 374 160 3117 214 3053 2999 2781 168 218 2613 170
internal_count=3729 3655 538 489 429 374 160 3117 214 3053 2999 2781 168 218 2613 170
is_linear=0
shrinkage=0.0995203


Tree=3597
num_leaves=16
num_cat=0
split_feature=26 0 21 21 0 21 5 0 5 20 21 8 20 21 18
split_gain=0.0152868 0.0458731 0.0291762 0.0179647 0.0374142 0.0190623 0.0172167 0.0169103 0.0237155 0.0227668 0.04076 0.0370098 0.020447 0.0332102 0.0207847
threshold=-0.126245 -0.060094999999999996 0.10068500000000002 0.13276500000000005 -0.07298499999999998 0.12208500000000003 -0.068984999999999991 -0.23058999999999999 -0.19631499999999999 -0.083495 0.098000000000000018 -0.08569499999999998 -0.081945000000000004 0.087365000000000012 -0.13579499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 7 -1 8 -2 10 11 -9 13 -11 -14
right_child=3 -3 -4 4 -6 -7 -8 9 -10 12 -12 -13 14 -15 -16
leaf_value=-0.0021927468363657065 -0.00032608062578243544 0.0030494469566857254 0.0017092447655985311 0.0031958907163376236 -0.00013059756048170191 -0.0016462062647584637 0.00018933263743928339 -0.0016648842365936431 0.0027173975358949719 -0.00030002484734559264 -0.003341505622781842 0.00043256797218966549 -0.00099643719343640185 0.0033691988521050605 0.00011099858817602535
leaf_weight=55 47 68 66 54 87 69 65 131 54 49 51 228 180 48 2477
leaf_count=55 47 68 66 54 87 69 65 131 54 49 51 228 180 48 2477
internal_value=0 0.000837389 2.42779e-05 3.72086e-05 0.00113757 -9.08196e-06 -0.000895632 2.52651e-05 0.00129302 -1.4945e-05 -0.000707052 -0.000330517 8.77947e-05 0.00150723 3.56666e-05
internal_weight=0 254 186 3475 141 3334 120 3265 101 3164 410 359 2754 97 2657
internal_count=3729 254 186 3475 141 3334 120 3265 101 3164 410 359 2754 97 2657
is_linear=0
shrinkage=0.0995203


Tree=3598
num_leaves=15
num_cat=0
split_feature=18 6 9 6 29 26 8 20 5 18 9 27 3 6
split_gain=0.0141661 0.0275307 0.0147337 0.0556101 0.042588 0.0259956 0.027826 0.0138407 0.013772 0.0639009 0.0262138 0.0191419 0.0374468 0.0215336
threshold=0.19545000000000004 0.041585000000000011 0.11351500000000002 -0.23160999999999998 0.12330000000000002 0.15583500000000003 -0.051259999999999993 0.15091500000000005 -0.023589999999999996 -0.082304999999999989 0.092465000000000033 0.079415000000000027 0.10377500000000002 -0.092579999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 7 6 -5 8 9 -1 -11 13 -13 -10
right_child=1 -3 3 5 -6 -7 -8 -9 11 10 -12 12 -14 -15
leaf_value=-0.0034392170242369294 -0.00018156862268976835 0.0028696302801595958 -0.003818035342285257 0.00082666658170248066 0.0028728377781046745 0.0019609055101746388 -0.0020504573508257416 0.0013240343821400624 -0.0011249380882116993 0.00016706712189364204 -0.00083907765778126406 0.0031389334999445428 -0.00048416000995439931 0.00022828854078394735
leaf_weight=58 66 52 46 63 54 51 70 83 126 1092 335 61 52 1520
leaf_count=58 66 52 46 63 54 51 70 83 126 1092 335 61 52 1520
internal_value=0 0.00115609 4.74603e-05 -0.000722856 0.000100105 4.64902e-05 -0.000681454 5.48551e-05 2.21299e-05 -0.00020076 -6.856e-05 0.000210765 0.00146443 0.000124203
internal_weight=0 118 3611 230 3381 184 133 3327 3244 1485 1427 1759 113 1646
internal_count=3729 118 3611 230 3381 184 133 3327 3244 1485 1427 1759 113 1646
is_linear=0
shrinkage=0.0995203


Tree=3599
num_leaves=17
num_cat=0
split_feature=18 6 11 0 5 20 9 20 1 6 1 9 5 5 18 5
split_gain=0.0114696 0.0223408 0.0134484 0.0110247 0.0264221 0.0119558 0.027329 0.0385386 0.0774779 0.0310312 0.0179213 0.024999 0.0155842 0.0150782 0.0286986 0.0226512
threshold=0.19545000000000004 0.041585000000000011 0.092640000000000014 -0.23058999999999999 -0.091729999999999992 -0.083495 0.08895500000000002 -0.092114999999999989 -0.0090649999999999984 -0.085064999999999988 -0.012865 0.097510000000000027 0.62931500000000018 0.26760500000000004 -0.037059999999999989 0.25032500000000008
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 6 7 9 -9 -5 -8 -12 13 15 -15 -7
right_child=1 -3 -4 5 -6 12 10 8 -10 -11 11 -13 -14 14 -16 -17
leaf_value=-0.00013373690635949085 -0.00016349884476139925 0.0025840441291095739 -0.0015941072287951792 0.002159780391493147 0.0028787720509466422 0.00010313081568385978 -0.00064972183879442966 -8.3280852544845808e-06 -0.004748076709104509 -0.00076441834667370352 0.0031345729896053863 -1.6884953628200003e-05 0.0016449914991989601 -0.00011196989029567666 -0.0025581437737405045 0.0019192009679292528
leaf_weight=76 66 52 49 48 46 2506 65 74 64 143 47 52 64 248 59 70
leaf_count=76 66 52 49 48 46 2506 65 74 64 143 47 52 64 248 59 70
internal_value=0 0.00104035 4.27371e-05 6.54839e-05 0.000995418 3.22657e-05 -0.00042101 -0.00094515 -0.00221241 -2.52548e-05 0.000625475 0.00147099 0.000108371 7.39758e-05 -0.000584748 0.000152798
internal_weight=0 118 3611 3562 122 3440 493 329 138 191 164 99 2947 2883 307 2576
internal_count=3729 118 3611 3562 122 3440 493 329 138 191 164 99 2947 2883 307 2576
is_linear=0
shrinkage=0.0995203


Tree=3600
num_leaves=13
num_cat=0
split_feature=35 4 3 26 26 6 17 3 8 8 4 6
split_gain=0.0178563 0.0184115 0.0114722 0.0309601 0.0664275 0.0449007 0.078406 0.0280265 0.0132275 0.0165922 0.0225392 0.0130952
threshold=0.004000000000000001 0.15615500000000004 0.084550000000000028 0.089075000000000029 0.08709500000000002 0.079640000000000016 -0.011809999999999999 0.0040650000000000009 -0.49499500000000002 -0.396895 0.13831000000000004 0.097040000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 -4 -10 11 -11
right_child=-2 -3 8 -5 -6 6 -8 -9 9 10 -12 -13
leaf_value=-0.00059006109214867347 -0.0019426214977940226 0.0019874773624412295 -0.0012311602629824264 -0.0026939531578971474 0.0030979722729879765 0.00011002080305389382 -0.0044329753888134298 0.0017250071399071538 0.0016796090780736535 0.00019745679985076308 -0.0021135349858999626 -0.00036972623992594675
leaf_weight=140 46 47 75 54 54 82 69 82 65 2498 46 480
leaf_count=140 46 47 75 54 54 82 69 82 65 2498 46 480
internal_value=0 3.02794e-05 4.81796e-06 -0.000447767 -0.000161789 -0.000635906 -0.0019605 0.000261367 7.38799e-05 0.000105831 7.17323e-05 0.000105762
internal_weight=0 3692 3645 481 427 373 151 222 3164 3089 3024 2978
internal_count=3738 3692 3645 481 427 373 151 222 3164 3089 3024 2978
is_linear=0
shrinkage=0.0995203


Tree=3601
num_leaves=11
num_cat=0
split_feature=35 4 38 6 0 29 6 3 8 4
split_gain=0.0144788 0.0149295 0.00991894 0.0105055 0.0104304 0.0434562 0.0249014 0.0174163 0.0377628 0.0161325
threshold=0.004000000000000001 0.15615500000000004 -0.080750000000000002 -0.48214499999999999 -0.14680499999999999 -0.077259999999999995 -0.023004999999999998 0.084550000000000028 -0.085165000000000005 0.13881500000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 8 -6 -9
right_child=-2 -3 3 4 7 6 -8 9 -10 -11
leaf_value=-0.0011280977889086877 -0.0017492914995898927 0.0017896832852979606 0.0014059586867800845 -0.0033540725040576316 0.00027385711680755594 0.00057026940346597947 -0.0012185145342958393 0.00017899968495565659 -0.0018814492251157625 -0.0016598979986098355
leaf_weight=75 46 47 54 46 194 209 122 2760 137 48
leaf_count=75 46 47 54 46 194 209 122 2760 137 48
internal_value=0 2.72439e-05 4.29378e-06 2.83128e-05 6.92161e-06 -0.000487427 -8.65676e-05 6.65546e-05 -0.000615745 0.000147274
internal_weight=0 3692 3645 3570 3516 377 331 3139 331 2808
internal_count=3738 3692 3645 3570 3516 377 331 3139 331 2808
is_linear=0
shrinkage=0.0995203


Tree=3602
num_leaves=26
num_cat=0
split_feature=5 21 3 4 17 17 5 5 5 26 26 26 6 0 3 8 4 6 3 5 3 21 26 0 6
split_gain=0.00804917 0.0256927 0.0440616 0.0230893 0.0183054 0.0901733 0.0268873 0.0265604 0.0322848 0.0244902 0.0254226 0.0501511 0.0315569 0.0189014 0.0223772 0.0558424 0.117911 0.094202 0.0243755 0.0337258 0.0311107 0.016397 0.00947889 0.00510692 0.00390038
threshold=0.30714500000000006 0.10940500000000002 0.11404500000000002 0.09939000000000002 -0.065004999999999993 -0.053765 -0.089564999999999992 -0.015214999999999999 -0.072054999999999994 0.10038000000000001 0.08919500000000001 0.088165000000000021 0.092705000000000023 -0.23058999999999999 0.084550000000000028 -0.085165000000000005 0.080000000000000029 0.087455000000000019 0.086130000000000026 -0.088174999999999989 0.086535000000000015 0.11932500000000003 0.085635000000000031 -0.063914999999999986 -0.088954999999999992
decision_type=2 2 2 2 2 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 -6 -1 8 -8 10 11 -9 -12 24 15 17 -17 -15 19 -16 -20 -3 -10 -23 -7
right_child=1 21 -4 -5 5 13 7 9 22 -11 12 -13 -14 14 18 16 -18 -19 20 -21 -22 23 -24 -25 -26
leaf_value=-0.0020872695480963952 -0.0011542995306578503 -0.0015070883503399892 0.0034208054855457888 0.0014591047430748787 0.0044743907753488485 -0.00068997929596113132 -0.00087723130804261585 -0.0006181280938553121 0.0029562734767972945 0.0015701541705461432 -0.0031372919182683181 0.0026685769165568046 -4.8755002982111543e-07 -0.00090064375101014124 0.0034197458118144408 -0.0062495147736533734 -5.3531916137404877e-05 0.0042805703994422406 -0.0023015140210143389 0.00044471377365077984 0.00017056669505290562 0.001193954461187189 0.0009693907640437382 -0.00027031623693673287 -0.0020083698655828752
leaf_weight=85 64 78 62 70 46 47 60 564 53 54 79 50 54 133 53 47 87 47 52 134 1633 46 46 47 47
leaf_count=85 64 78 62 70 46 47 60 564 53 54 79 50 54 133 53 47 87 47 52 134 1633 46 46 47 47
internal_value=0 0.000447405 0.00122629 0.000204803 -4.33593e-05 0.000111812 -0.000389528 -0.000238354 0.000934847 -0.000472259 -0.000620999 -0.000349148 -0.00186986 2.34356e-05 8.32081e-05 -0.000693637 -0.00223286 0.000447682 0.00021395 0.00129228 9.37911e-05 -0.000440561 0.00204135 0.000445145 -0.00135788
internal_weight=0 367 196 134 3371 2326 1045 960 159 801 747 614 133 2280 2186 314 134 180 1872 187 1685 171 99 93 94
internal_count=3738 367 196 134 3371 2326 1045 960 159 801 747 614 133 2280 2186 314 134 180 1872 187 1685 171 99 93 94
is_linear=0
shrinkage=0.0995203


Tree=3603
num_leaves=19
num_cat=0
split_feature=35 1 20 20 5 2 2 3 9 2 18 5 36 3 3 0 9 2
split_gain=0.0114977 0.0109165 0.0222447 0.021892 0.0200859 0.0193207 0.0245645 0.0454927 0.0266287 0.012078 0.0226909 0.0182539 0.0130023 0.0170913 0.0128649 0.0507739 0.0162661 0.0118924
threshold=0.004000000000000001 0.056790000000000014 1.0000000180025095e-35 0.15091500000000005 0.51524500000000006 0.41061500000000012 -0.081734999999999988 0.10341500000000002 0.11351500000000002 0.097285000000000024 0.10085500000000001 0.27287000000000011 0.08605500000000002 0.079570000000000016 0.083875000000000019 -0.087504999999999986 0.083955000000000016 0.31377500000000008
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 -4 5 6 7 -3 -8 12 11 17 13 -1 15 -15 -16 -11
right_child=-2 2 3 -5 -6 -7 8 -9 -10 10 -12 -13 -14 14 16 -17 -18 -19
leaf_value=0.0018127632351162548 -0.001559337719440814 0.0036366178029079181 -0.0019897013037529412 0.00071199336751738519 0.0025492211677216161 0.0023476091544988313 0.00022006334966773156 -0.00010098252733181755 -0.0020100104628232788 -0.002940365630254503 0.00068009486554296988 0.00014412877259563402 -0.0016613582160090808 0.00046139563739140455 0.00063513648343151586 -0.0034475747689625288 -6.7718869186128688e-05 -0.00088324063865227438
leaf_weight=52 46 55 72 50 48 48 365 77 62 67 77 53 46 92 388 51 2039 50
leaf_count=52 46 55 72 50 48 48 365 77 62 67 77 53 46 92 388 51 2039 50
internal_value=0 2.37826e-05 0.000355404 -0.000875739 0.000585966 0.000429368 0.000263188 0.00145015 -0.000101824 -6.43309e-05 -0.000730129 -0.00137369 -2.38531e-06 2.64073e-05 -9.41837e-06 -0.000926989 4.4308e-05 -0.00206825
internal_weight=0 3692 777 122 655 607 559 132 427 2915 247 170 2668 2622 2570 143 2427 117
internal_count=3738 3692 777 122 655 607 559 132 427 2915 247 170 2668 2622 2570 143 2427 117
is_linear=0
shrinkage=0.0995203


Tree=3604
num_leaves=21
num_cat=0
split_feature=19 5 9 9 18 18 1 1 8 18 26 3 8 18 2 2 2 2 18 5
split_gain=0.0286479 0.0154623 0.0188245 0.0227005 0.021544 0.0605569 0.0571647 0.0626822 0.0527392 0.133465 0.0271976 0.0230325 0.0212697 0.0249053 0.0199985 0.0856406 0.0791809 0.0462673 0.0272211 0.011308
threshold=-0.10411999999999999 0.62404000000000015 0.090400000000000022 0.09091500000000001 -0.083775000000000002 -0.025079999999999998 -0.013975 -0.08616 -0.08595499999999999 -0.086894999999999986 -0.025024999999999999 0.087495000000000031 -0.47145500000000001 -0.016464999999999997 -0.08126499999999999 -0.079739999999999991 -0.083104999999999998 -0.087944999999999995 -0.080814999999999984 -0.016339999999999997
decision_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 6 7 -6 11 10 -10 -2 -7 -14 16 -16 17 -5 -17 -8
right_child=1 -3 3 14 5 12 19 -9 9 -11 -12 -13 13 -15 15 18 -18 -19 -20 -21
leaf_value=0.0021715904716640777 0.00015834298230541096 -0.0013962212132797045 0.0025436803825945346 0.00075744383794150471 0.00063331489236727323 0.0013517154828014781 0.00093244883704921087 0.0052730970259305225 -0.0023769837739617029 -0.0059484472578494544 -0.00015884183531209456 0.0029922489513131865 -0.0021361967707791891 -0.00012816606564023135 -0.0037661270810582146 0.0014960141635484172 0.0039785373077447029 -0.0025428090645681777 -5.3931418252331836e-06 -0.0012481837885349267
leaf_weight=64 76 72 47 264 54 91 47 63 65 50 354 46 64 1432 55 151 68 50 570 47
leaf_count=64 76 72 47 264 54 91 47 63 65 50 354 46 64 1432 55 151 68 50 570 47
internal_value=0 4.72177e-05 7.63625e-05 0.000397183 -8.51151e-05 8.5829e-05 0.00167006 0.00313866 -0.000606563 -0.00108698 -0.000504899 0.00123358 -0.000124288 -0.000214618 0.000309356 1.81053e-05 0.000898862 0.000229318 0.000307913 -0.000149159
internal_weight=0 3666 3594 1205 2389 1798 211 117 591 469 419 122 1587 1496 1158 776 382 314 721 94
internal_count=3730 3666 3594 1205 2389 1798 211 117 591 469 419 122 1587 1496 1158 776 382 314 721 94
is_linear=0
shrinkage=0.0995203


Tree=3605
num_leaves=14
num_cat=0
split_feature=19 17 17 17 18 9 20 9 4 20 8 17 26
split_gain=0.0232288 0.015673 0.0673212 0.0378683 0.117545 0.0230835 0.0178702 0.0177921 0.0538796 0.0175543 0.0177705 0.0200126 0.0135048
threshold=-0.10411999999999999 -0.013125 -0.010655 -0.021090000000000001 -0.025879999999999997 0.13087500000000005 -0.16295499999999999 0.11296000000000002 0.14602500000000004 -0.099079999999999988 0.10068500000000002 -0.040589999999999994 -0.01278
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 -5 7 -2 8 12 -8 11 -11 -4
right_child=1 2 5 4 -6 -7 9 -9 -10 10 -12 -13 -14
leaf_value=0.0019554733344360007 -0.0017700288651420315 0.0036061731365958426 0.00068527591513097539 0.0017469367605556208 -0.0048661587259367081 0.0018334590521565627 0.0015608765083166168 -0.001528390381147323 0.0030544307575222766 -9.0250689207233586e-05 -0.0014104631691160435 0.0012592262014244524 -9.9374357226458688e-05
leaf_weight=64 58 57 256 47 61 76 69 67 60 1272 91 119 1433
leaf_count=64 58 57 256 47 61 76 69 67 60 1272 91 119 1433
internal_value=0 4.24964e-05 0.000235816 -0.000176467 -0.00198066 0.000133845 -5.48566e-05 6.22645e-05 0.000123667 8.75487e-06 -6.29576e-05 2.46085e-05 1.90696e-05
internal_weight=0 3666 1949 1717 108 1892 1609 1816 1749 1551 1482 1391 1689
internal_count=3730 3666 1949 1717 108 1892 1609 1816 1749 1551 1482 1391 1689
is_linear=0
shrinkage=0.0995203


Tree=3606
num_leaves=19
num_cat=0
split_feature=19 17 9 1 2 20 2 21 26 9 6 22 21 9 9 26 9 18
split_gain=0.0188343 0.0142207 0.0298659 0.0163946 0.0207511 0.0196658 0.0329228 0.0716255 0.0319628 0.097248 0.0358804 0.0130372 0.0182511 0.0106487 0.0512108 0.0229384 0.019821 0.0171781
threshold=-0.10411999999999999 0.047990000000000012 0.11007500000000002 0.25544500000000009 -0.0043799999999999993 -0.014534999999999999 -0.086254999999999984 0.08957500000000003 0.091485000000000025 0.088995000000000019 0.098855000000000012 0.12975500000000004 0.13557500000000003 0.091690000000000021 0.092465000000000033 0.11444500000000003 0.091200000000000017 0.088250000000000009
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 5 -5 6 -3 -8 9 -7 -10 12 13 16 -15 -16 17 -2
right_child=1 2 -4 4 -6 8 7 -9 10 -11 -12 -13 -14 14 15 -17 -18 -19
leaf_value=0.0017608641651393091 -0.0002569048061355875 0.0010927340167399863 0.0025070278985311134 0.0028291336609876446 0 0.00012640030813445448 -0.0041474431441654493 0.00026085789623269973 0.00063712829441211853 0.0045185676676899175 -0.0017959214093327056 0.0015676804415595547 -0.0015389360798159352 0.0028464326741032991 0.00032071844373909923 -0.0010708673896231854 -0.0022001936492170976 0.00059261264369955867
leaf_weight=64 1570 67 61 51 51 229 62 88 133 64 109 47 85 69 503 153 47 277
leaf_count=64 1570 67 61 51 51 229 62 88 133 64 109 47 85 69 503 153 47 277
internal_value=0 3.82671e-05 0.000378283 0.000225271 0.00140963 6.35387e-05 -0.000734266 -0.00155578 0.000388664 0.00108858 -0.000455367 -7.45269e-05 -0.000103374 -5.64699e-05 0.000267424 -2.59564e-06 -0.000180885 -0.000129057
internal_weight=0 3666 915 854 102 752 217 150 535 293 242 2751 2704 2619 725 656 1894 1847
internal_count=3730 3666 915 854 102 752 217 150 535 293 242 2751 2704 2619 725 656 1894 1847
is_linear=0
shrinkage=0.0995203


Tree=3607
num_leaves=14
num_cat=0
split_feature=19 5 17 17 17 17 6 6 6 6 6 4 6
split_gain=0.0152695 0.0120038 0.0206363 0.0132367 0.055203 0.0294801 0.0555032 0.0235178 0.084219 0.0555975 0.0172924 0.0359363 0.024759
threshold=-0.10411999999999999 0.62404000000000015 -0.55286000000000002 -0.013125 -0.010655 -0.021090000000000001 0.086875000000000022 0.085845000000000019 0.087075000000000027 0.082060000000000022 -0.095814999999999997 0.085720000000000018 -0.092919999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 10 -7 9 -9 -6 11 -4 -12
right_child=1 -3 3 4 7 6 -8 8 -10 -11 12 -13 -14
leaf_value=0.0015856227126891053 0.0016828837628561763 -0.0012372646569602131 -6.7406809836129252e-05 0.0032503245050677296 2.4873053594981962e-05 0.00015367615622763342 -0.0043967603775835438 0.0046933268084050142 0.00027635190003648239 -0.0026878153746173077 -0.0024638830458124047 0.0031136775018810615 -0.0001113166066240825
leaf_weight=64 76 72 117 57 1150 62 46 46 616 80 46 50 1248
leaf_count=64 76 72 117 57 1150 62 46 46 616 80 46 50 1248
internal_value=0 3.4534e-05 6.02403e-05 2.49533e-05 0.000198364 -0.000189934 -0.00177689 0.000105985 0.000584509 -0.000150897 -7.20623e-05 0.000880112 -0.00019558
internal_weight=0 3666 3594 3518 1949 1569 108 1892 662 1230 1461 167 1294
internal_count=3730 3666 3594 3518 1949 1569 108 1892 662 1230 1461 167 1294
is_linear=0
shrinkage=0.0995203


Tree=3608
num_leaves=16
num_cat=0
split_feature=5 2 2 5 5 17 18 18 18 1 1 17 20 20 20
split_gain=0.0173781 0.0216482 0.0350738 0.0243521 0.0138196 0.0759364 0.0273711 0.0494051 0.0403521 0.0156868 0.0408845 0.0218492 0.0188877 0.0407723 0.0237659
threshold=0.6362850000000001 -0.23128999999999997 -0.24206999999999998 0.51797000000000015 0.057175000000000011 0.50822500000000015 -0.0065549999999999992 0.089020000000000016 -0.094389999999999988 -0.0084199999999999987 -0.010395 0.51041000000000014 -0.097769999999999996 -0.081564999999999985 -0.15498999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 6 8 -8 -6 10 11 -3 14 -14 -11
right_child=-2 3 -4 -5 5 -7 7 -9 -10 12 -12 -13 13 -15 -16
leaf_value=-0.00038993531900601789 -0.0018605769858374788 6.3718115587407744e-05 0.0034618702898890638 -0.0022348405470851637 0.00047475583709500843 0.0042996456162248215 0.0036737188241224863 7.4593469139936469e-06 -0.0013194770352733367 -0.00036494057377662074 0.0022462724312046151 -0.0019759151809699955 -0.0018470916245173683 -0.00022540890137295798 0.0024848891747628701
leaf_weight=47 50 1414 46 49 314 46 55 109 205 68 84 54 183 966 50
leaf_count=47 50 1414 46 49 314 46 55 109 205 68 84 54 183 966 50
internal_value=0 7.15305e-06 0.00150646 -3.13837e-05 -7.21901e-07 0.00038528 0.000120449 0.00124199 -0.000232372 -0.000100833 0.000110879 -1.07517e-05 -0.000360815 -0.000484405 0.000835677
internal_weight=0 3690 93 3597 3548 729 683 164 519 2819 1552 1468 1267 1149 118
internal_count=3740 3690 93 3597 3548 729 683 164 519 2819 1552 1468 1267 1149 118
is_linear=0
shrinkage=0.0995203


Tree=3609
num_leaves=30
num_cat=0
split_feature=6 5 8 8 17 9 9 0 9 3 3 26 2 0 0 3 6 8 17 3 18 18 17 0 6 26 8 6 6
split_gain=0.0210314 0.0211226 0.0253695 0.0318739 0.0227832 0.0183981 0.0394889 0.0437813 0.0308281 0.0164655 0.0146563 0.0438608 0.0228626 0.0312962 0.0386227 0.0293836 0.014549 0.0315572 0.0638313 0.0528947 0.025873 0.0266251 0.0255646 0.0141843 0.0170094 0.0115303 0.0267573 0.0160918 0.00741301
threshold=-0.07664 0.6362850000000001 0.093085000000000015 0.10851500000000001 0.51544000000000012 0.08846500000000003 0.085465000000000027 -0.092134999999999995 0.089745000000000033 0.16149500000000003 0.11275500000000002 0.090625000000000025 -0.067815 -0.08892499999999999 -0.100285 0.097095000000000029 -0.0048649999999999995 -0.086304999999999993 0.11180000000000002 0.088535000000000016 -0.011039999999999999 -0.007069999999999999 -0.45791500000000002 -0.229625 -0.13578499999999999 0.083235000000000017 -0.08731499999999999 -0.42102499999999998 0.086655000000000024
decision_type=2 2 2 2 2 2 2 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 16 6 9 -8 -7 23 12 -12 13 14 -10 -15 17 19 -19 -2 22 -22 -18 24 -1 27 -27 -25 -5
right_child=1 -3 3 28 -6 8 7 -9 10 -11 11 -13 -14 15 -16 -17 20 18 -20 -21 21 -23 -24 25 -26 26 -28 -29 -30
leaf_value=6.5711652241590648e-05 -0.0033156367916213742 -0.0018969603026009587 0.0030303913672617227 -0.00047267231928347411 0.0017951648453240453 0.0023110793347374554 -0.0043161181152636405 -0.00075004545588304807 -0.00020241114334659642 -0.0020390919650950688 0.0030495547376948066 -0.0010965338193542453 0.0011838684171540596 0.0015351479696761908 -0.0038243007421393384 -0.001729523365961616 -0.0024090481618401355 0.00044305360214842558 0.0042172378592277762 0.00078580109386731131 0.0019312755941183046 7.7347723793902434e-05 -0.00035569850954838552 0.0015739653115355689 -0.0026094318122714248 -0.0017099473390921468 0.0010435291906657203 -1.2837992339892432e-05 0.0011976644874744664
leaf_weight=46 53 49 68 59 76 57 56 89 56 50 48 53 61 67 62 46 66 403 50 75 85 801 693 85 47 92 56 244 47
leaf_count=46 53 49 68 59 76 57 56 89 56 50 48 53 61 67 62 46 66 403 50 75 85 801 693 85 47 92 56 244 47
internal_value=0 0.000147653 0.000188447 0.00134752 0.000100481 -0.000356237 -0.000653454 -0.00213293 0.000147214 -0.000306126 -0.000164546 0.00086578 -0.000523729 -0.000978197 -0.00211238 0.000198922 4.2253e-05 0.000470633 0.000861438 -0.000906056 -0.000108549 0.000256132 -0.000535329 -0.000152675 -0.00127744 6.49025e-05 -0.00066256 0.000394638 0.000260226
internal_weight=0 2525 2476 174 2302 1215 765 145 450 620 393 101 292 231 118 113 2226 581 453 128 1645 886 759 570 93 477 148 329 106
internal_count=3740 2525 2476 174 2302 1215 765 145 450 620 393 101 292 231 118 113 2226 581 453 128 1645 886 759 570 93 477 148 329 106
is_linear=0
shrinkage=0.0995203


Tree=3610
num_leaves=17
num_cat=0
split_feature=4 6 8 5 4 18 8 17 4 7 21 2 21 4 5 18
split_gain=0.0189604 0.0130786 0.019151 0.0441449 0.0178471 0.0178353 0.0349733 0.0175356 0.0152749 0.0195507 0.0204125 0.0278735 0.0227649 0.0147568 0.0137534 0.0143375
threshold=0.15730000000000002 -0.07664 0.093085000000000015 0.51935500000000012 0.13364000000000004 -0.060544999999999995 0.11023500000000003 0.51544000000000012 0.12061000000000001 0.053160000000000013 0.085855000000000029 -0.081734999999999988 0.087625000000000022 0.13881500000000005 0.51390500000000017 -0.15202999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 8 -4 -7 14 9 10 11 -1 -12 -6 15 -3
right_child=-2 2 5 -5 13 6 -8 -9 -10 -11 12 -13 -14 -15 -16 -17
leaf_value=-0.0034475200753076619 -0.0019591186831179603 -0.001024939128703335 2.7432388071025023e-05 -0.0026740837030857171 0.0021182580862572449 0.0039483978720945261 0.00030004572142503514 0.0016165096235420005 -0.0018643273725845876 0.0016803426673787636 0.0012551168267644533 -0.00059300862641368569 -0.00038171462025517145 -4.0813270425019926e-05 0.0017807581998764454 0.00010343033216875533
leaf_weight=47 49 118 87 57 53 48 58 76 66 47 96 125 675 75 46 2017
leaf_count=47 49 118 87 57 53 48 58 76 66 47 96 125 675 75 46 2017
internal_value=0 1.13697e-05 0.000140324 6.05112e-05 -0.000260986 0.001093 0.00195985 0.000129936 -0.000396036 -0.000297323 -0.00039676 -0.00137778 -0.000176845 0.000846782 7.77584e-05 4.06827e-05
internal_weight=0 3691 2507 2314 1184 193 106 2257 1056 990 943 172 771 128 2181 2135
internal_count=3740 3691 2507 2314 1184 193 106 2257 1056 990 943 172 771 128 2181 2135
is_linear=0
shrinkage=0.0995203


Tree=3611
num_leaves=29
num_cat=0
split_feature=6 6 0 9 8 30 1 3 9 5 3 3 3 5 9 9 6 20 1 0 0 5 5 3 5 3 5 9
split_gain=0.0140436 0.0166906 0.0477968 0.019594 0.0205982 0.0233283 0.018388 0.0168968 0.0127131 0.0123711 0.016307 0.0477196 0.0392525 0.0902849 0.0509845 0.0492947 0.0310837 0.0263678 0.0200779 0.0400373 0.0571625 0.0252923 0.0160435 0.0214732 0.0142558 0.0313013 0.0260619 0.0115943
threshold=-0.083069999999999991 -0.09007999999999998 -0.092724999999999988 0.11542500000000001 0.10528000000000003 0.10801000000000002 -0.0046399999999999992 0.14823500000000003 -0.094329999999999997 0.6362850000000001 0.10726500000000001 0.10174000000000002 0.11868500000000003 -0.067969999999999989 0.09143500000000003 0.09649000000000002 -0.070864999999999997 -0.062334999999999995 -0.081594999999999987 -0.071799999999999989 -0.076439999999999994 -0.063819999999999988 -0.067559999999999995 0.14314000000000004 0.0047850000000000011 0.089005000000000015 0.066815000000000027 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 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -4 8 -1 10 11 18 13 -12 -15 -16 -14 -13 24 20 -20 -21 -18 -24 25 -2 -26 -19
right_child=9 2 6 -5 -6 -7 -8 -9 -10 -11 12 17 16 14 15 -17 22 27 19 21 -22 -23 23 -25 26 -27 -28 -29
leaf_value=0.00095180328454523165 -0.00016768707860645294 -0.0039153081551501281 0.0011921209872533863 0.0015275401477114051 -0.002290259775520186 0.0020049071675978603 -0.0011705108293520296 -0.0020295066997027093 -0.00031104187373893842 -0.0014361775505859166 0.0049046863103715255 -0.0037107272502443882 -0.0023551995284668776 -0.0023245838020080163 0.0037050284352081876 0 -0.00098725213951147994 -0.0019261687974591179 0.00049391094559698306 0.0040708993909515578 -0.0022777804808032363 0.00081233162375778285 0.0016724823005475769 -0.00041225857694854556 0.0016622996227139085 -0.0021588102218229118 -0.00027873603503294749 0.00023841724573954836
leaf_weight=90 449 47 54 65 47 47 82 51 633 50 60 46 52 48 57 94 70 47 811 46 81 50 112 86 99 95 221 50
leaf_count=90 449 47 54 65 47 47 82 51 633 50 60 46 52 48 57 94 70 47 811 46 81 50 112 86 99 95 221 50
internal_value=0 -0.000308674 -0.00117829 -0.000137229 -0.000262838 -0.000145777 -0.000226388 -0.000277432 -0.000152709 0.00011277 0.000143176 7.81359e-06 0.000608167 0.00151923 0.000494374 0.00139589 -0.000126666 -0.00174338 0.000143472 0.00045016 0.000241304 0.00238226 0.000302682 0.000762854 -0.000206285 -0.000516907 0.000319214 -0.000801964
internal_weight=0 1116 183 933 868 821 136 774 723 2624 2574 1995 579 259 199 151 320 143 1852 988 892 96 268 198 864 544 320 97
internal_count=3740 1116 183 933 868 821 136 774 723 2624 2574 1995 579 259 199 151 320 143 1852 988 892 96 268 198 864 544 320 97
is_linear=0
shrinkage=0.0995203


Tree=3612
num_leaves=22
num_cat=0
split_feature=1 5 18 5 26 26 26 17 29 1 17 19 17 26 26 8 21 18 5 18 21
split_gain=0.0156735 0.0158167 0.0691312 0.105091 0.0265535 0.0630572 0.0540259 0.0557416 0.0580159 0.0612946 0.0385764 0.0282108 0.0377495 0.0557353 0.0355116 0.0212577 0.0179631 0.0180067 0.0170177 0.0549905 0.0159628
threshold=-0.53140500000000002 -0.0047599999999999995 -0.095799999999999982 -0.017704999999999995 0.088685000000000028 0.089725000000000013 0.087260000000000018 -0.093784999999999993 -0.036879999999999996 -0.092674999999999993 -0.12647999999999998 0.0069650000000000016 -0.42946499999999999 0.093535000000000021 0.095150000000000026 -0.081915000000000002 -0.10962999999999999 -0.090899999999999995 -0.0089549999999999994 -0.025079999999999998 -0.087465000000000001
decision_type=2 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 7 10 -9 -10 15 12 14 -14 -7 -3 -4 -18 20 -20 -19
right_child=1 4 16 -5 5 11 -8 8 9 -11 -12 -13 13 -15 -16 -17 17 18 19 -21 -22
leaf_value=-0.0015395101611136242 0.00037780719238173454 -0.0011933663288378575 0.0016567464445486858 -0.0061592749848818993 -0.0033954353341056009 0.00034448208928172276 0.0034557272350339741 -0.0015181801956154727 0.0048319982989431503 0.001062720310028473 -0.0025349628554174075 -0.0020988254687435179 -0.003306083936036837 0.0003461513934802402 0.0033224879938307307 0.00048279464793543148 0.0016494904094133506 -0.00203595281190176 0.0034427835628417888 -0.00066772654367198308 -0.00025024471349884865
leaf_weight=76 49 101 54 48 60 109 59 49 64 131 67 54 54 176 63 290 52 51 51 87 2000
leaf_count=76 49 101 54 48 60 109 59 49 64 131 67 54 54 176 63 290 52 51 51 87 2000
internal_value=0 -9.46566e-05 -0.000245782 -0.0028486 0.000187781 -0.000362374 0.000561892 0.000317511 0.00153309 0.00230402 -0.000328302 3.49183e-05 0.000323577 -0.000507771 0.00144002 4.77284e-05 -0.000135415 -0.000178965 -0.000222774 0.000845444 -0.000295047
internal_weight=0 3669 2392 97 1277 516 761 702 244 195 458 456 402 230 172 391 2295 2241 2189 138 2051
internal_count=3745 3669 2392 97 1277 516 761 702 244 195 458 456 402 230 172 391 2295 2241 2189 138 2051
is_linear=0
shrinkage=0.0995203


Tree=3613
num_leaves=23
num_cat=0
split_feature=28 3 26 36 17 21 21 1 0 0 8 8 3 26 8 17 29 21 1 1 3 1
split_gain=0.0185734 0.0198785 0.0393378 0.0465117 0.0499255 0.0502815 0.0835947 0.0417556 0.0267704 0.0371708 0.108052 0.056408 0.0232691 0.0418235 0.0175272 0.0167668 0.0151532 0.0243521 0.0411992 0.0207731 0.0190724 0.0151573
threshold=0.080375000000000016 0.086850000000000024 0.084785000000000013 0.088355000000000031 0.052150000000000009 0.085815000000000016 0.088590000000000016 -0.080349999999999991 -0.082494999999999999 -0.085605000000000001 -0.08569499999999998 -0.085089999999999985 0.087445000000000023 0.087045000000000025 -0.087245000000000003 -0.14169499999999999 0.0035350000000000004 -0.085574999999999998 -0.011714999999999998 -0.50954999999999984 0.12131500000000002 0.51136500000000018
decision_type=2 2 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 15 -7 8 9 10 -4 -11 13 -3 -9 -1 17 18 -14 -19 -18 -21
right_child=-2 12 7 -5 -6 6 -8 14 -10 11 -12 -13 16 -15 -16 -17 20 19 -20 21 -22 -23
leaf_value=-0.0020375271760631978 0.0013778440901236436 0.0030048379296816535 0.00071381352454703742 0.0010303933789653152 -0.0043116262857259662 -0.0060752016893059861 -8.9024266812735121e-05 0.00062597029179649192 -0.0018772837592558923 -0.00066861537986591976 -0.0048452824844434092 0.0041452756926271808 0.0036620021151031602 -0.00089345694078107245 0.003248398797159656 0 -0.0027592974465285936 0.0015496489453633317 -6.7054202914041539e-05 -9.3681306017275661e-05 -2.0547485336027557e-05 -0.0014566539546594867
leaf_weight=50 81 66 131 79 58 47 46 54 90 49 47 47 47 46 49 200 46 74 77 2220 57 84
leaf_count=50 81 66 131 79 58 47 46 54 90 49 47 47 47 46 49 200 46 74 77 2220 57 84
internal_value=0 -0.00014497 -0.000537624 -0.00117045 -0.00160607 -0.00114618 -0.0031231 0.000111061 -0.000387661 9.86439e-05 -0.00074944 0.00167966 -7.8109e-06 0.00139644 0.00188148 -0.000407494 -6.85e-05 -1.9467e-05 0.00133978 -9.06886e-05 -0.00125163 -0.000143728
internal_weight=0 3664 947 480 401 343 93 467 364 274 178 96 2717 112 103 250 2605 2502 124 2378 103 2304
internal_count=3745 3664 947 480 401 343 93 467 364 274 178 96 2717 112 103 250 2605 2502 124 2378 103 2304
is_linear=0
shrinkage=0.0995203


Tree=3614
num_leaves=25
num_cat=0
split_feature=1 17 18 18 18 17 8 26 17 0 17 0 0 21 2 18 21 17 17 20 0 0 2 0
split_gain=0.0133052 0.0140041 0.0486287 0.103808 0.0355715 0.0297592 0.0678374 0.153796 0.0247134 0.0205455 0.0170502 0.0357103 0.0896569 0.0503452 0.0780574 0.0376594 0.0332205 0.0162344 0.0155874 0.0320483 0.0188046 0.0364148 0.0172882 0.0137557
threshold=-0.53140500000000002 -0.067414999999999989 -0.094389999999999988 -0.120155 -0.088184999999999999 -0.036600000000000001 -0.048554999999999994 0.093690000000000023 -0.030214999999999999 -0.16969499999999998 -0.14169499999999999 -0.081094999999999987 -0.077314999999999981 0.085955000000000018 -0.086934999999999998 -0.089674999999999991 0.091040000000000024 -0.013125 -0.45380999999999999 -0.08323499999999999 -0.080204999999999985 -0.063914999999999986 -0.08569499999999998 -0.091935000000000003
decision_type=2 2 2 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 -4 6 7 -6 -7 -2 18 13 -13 14 -12 -14 -15 -10 19 -11 23 -22 -21 -20
right_child=1 2 4 -5 5 8 -8 -9 17 10 11 12 15 16 -16 -17 -18 -19 20 22 21 -23 -24 -25
leaf_value=-0.001404706753534463 -0.0016630812792061216 0.00060887044633044132 0.0019350679894194259 -0.0058402736830668435 0.00036875136509813419 0.0021585948577379495 0.0011909189200006852 -0.0073243142154604647 -0.0013028990400985822 0.0024981312574258807 0.0018114517903403604 0.0055624928866715171 -0.0012452645225134124 0.00283337386922869 -0.0026773270634978925 0.0019635163761587363 -0.00039184680759265839 -7.7973855604978598e-05 -0.001070196207256814 0.0007683229647255592 -0.0029622895462602548 -0.00013262847217338715 -0.00060834859320642006 0.00089548786753190725
leaf_weight=76 57 53 80 46 58 47 59 46 114 61 59 47 64 77 109 83 53 1833 51 169 71 125 194 113
leaf_count=76 57 53 80 46 58 47 59 46 114 61 59 47 64 77 109 83 53 1833 51 169 71 125 194 113
internal_value=0 -7.35188e-05 -0.000220552 -0.00237943 -0.000124643 -0.000201414 -0.00149466 -0.00302608 -9.52871e-05 0.000183534 0.000266665 0.000725938 0.00177687 3.90281e-05 -0.00109604 0.000560927 0.00151218 -0.000150116 -2.05077e-05 0.000387295 -0.000503083 -0.00116184 3.0326e-05 0.000279216
internal_weight=0 3669 2336 99 2237 2157 163 104 1994 1333 1276 492 194 298 168 147 130 1947 784 424 360 196 363 164
internal_count=3745 3669 2336 99 2237 2157 163 104 1994 1333 1276 492 194 298 168 147 130 1947 784 424 360 196 363 164
is_linear=0
shrinkage=0.0995203


Tree=3615
num_leaves=26
num_cat=0
split_feature=28 3 1 17 26 3 17 2 2 2 1 26 3 26 18 6 6 26 9 17 3 18 26 3 3
split_gain=0.0146803 0.0164684 0.031809 0.065841 0.0607149 0.040873 0.0355533 0.0361675 0.0290531 0.0637229 0.0486356 0.0484898 0.019445 0.0324523 0.0130679 0.0381297 0.0538633 0.051684 0.0296422 0.0531953 0.0450465 0.0217695 0.0408477 0.0193634 0.0168408
threshold=0.080375000000000016 0.086850000000000024 -0.090374999999999997 -0.017704999999999995 0.08919500000000001 0.084955000000000017 -0.16207999999999997 -0.087245000000000003 -0.087359999999999993 -0.086304999999999993 -0.013975 0.087745000000000031 0.087445000000000023 0.087045000000000025 -0.077164999999999997 0.086275000000000032 0.096435000000000021 0.090385000000000021 0.083955000000000016 -0.11045499999999998 0.089895000000000017 -0.057764999999999997 0.094935000000000033 0.08777500000000002 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
left_child=1 2 3 6 8 -6 -1 -8 10 -10 -4 -11 13 -3 15 18 -17 -18 19 -14 -20 22 -16 -23 -25
right_child=-2 12 4 -5 5 -7 7 -9 9 11 -12 -13 14 -15 21 16 17 -19 20 -21 -22 23 -24 24 -26
leaf_value=-0.0027787040080949894 0.0012335994183222455 0.002705237816164453 0.0033325696052809604 -0.0045711075469938535 0.0043231613697084365 0.0001945420080035034 -0.0012814904482397935 0.0020397091032518257 -0.0039563290382186008 -4.3700079683292203e-05 -0.00097711356712176312 -0.0032226631739218459 -0.00068410696428260057 -0.00072685270781071959 -0.0032883906093571585 0.0037413611669583472 -0.0017056100780208164 0.0024680267946382839 -0.0022082932926131313 0.0035076562926694053 0.0001086533600485783 -0.0019868038522937925 0.00016474224742751736 0.0013816648059131642 -0.00010642404270959667
leaf_weight=52 81 66 48 53 46 50 68 62 57 401 56 54 64 46 62 69 63 55 113 56 312 52 74 79 1606
leaf_count=52 81 66 48 53 46 50 68 62 57 401 56 54 64 46 62 69 63 55 113 56 312 52 74 79 1606
internal_value=0 -0.000120226 -0.000477613 -0.00148196 -0.000144973 0.00218137 -0.000577868 0.000296169 -0.000508849 -0.000817765 0.0010041 -0.000422783 4.03901e-06 0.00128832 -5.08635e-05 0.000305261 0.00153178 0.000232792 -0.000114078 0.00126523 -0.000505456 -0.00019048 -0.00140346 -9.5037e-05 -3.61702e-05
internal_weight=0 3664 947 235 712 96 182 130 616 512 104 455 2717 112 2605 732 187 118 545 120 425 1873 136 1737 1685
internal_count=3745 3664 947 235 712 96 182 130 616 512 104 455 2717 112 2605 732 187 118 545 120 425 1873 136 1737 1685
is_linear=0
shrinkage=0.0995203


Tree=3616
num_leaves=14
num_cat=0
split_feature=6 9 20 6 26 5 26 26 0 26 3 10 10
split_gain=0.035031 0.0401356 0.0122074 0.0116574 0.0211563 0.0494775 0.0712392 0.0365363 0.14447 0.0493338 0.00954135 0.0202397 0.0247521
threshold=0.23153500000000005 0.18114000000000005 0.25779000000000007 0.084050000000000027 0.086365000000000011 -0.092864999999999989 0.085635000000000031 0.088685000000000028 -0.085794999999999996 0.090170000000000014 -0.15154999999999999 0.09056500000000002 0.086165000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 -5 -7 8 -6 -9 -1 12 -12
right_child=-2 -3 -4 4 7 6 -8 9 -10 -11 11 -13 -14
leaf_value=-0.0011700276406010636 0.0024278085768521095 -0.0028663773786167593 0.0014567914724572769 0.001727502356893025 0.0049767027530092092 -0.0006660421053551578 -0.0047817507349027849 -0.0020829255487986426 -0.00050590157654012478 5.8807246163899345e-05 0.00021487952433252555 0.0021655708432129703 -0.0018508728351614989
leaf_weight=51 61 47 61 58 68 213 52 128 158 631 2100 51 59
leaf_count=51 61 47 61 58 68 213 52 128 158 631 2100 51 59
internal_value=0 2.28389e-05 6.04731e-05 3.63783e-05 -0.000199806 -0.000898833 -0.00147674 2.85865e-05 0.00114011 -0.000301302 0.000173374 0.000204746 0.000158049
internal_weight=0 3677 3630 3569 1308 323 265 985 226 759 2261 2210 2159
internal_count=3738 3677 3630 3569 1308 323 265 985 226 759 2261 2210 2159
is_linear=0
shrinkage=0.0995203


Tree=3617
num_leaves=10
num_cat=0
split_feature=20 20 9 35 3 3 3 26 10
split_gain=0.029271 0.0219338 0.0218664 0.00996028 0.0185004 0.0766141 0.0315355 0.0236974 0.0119545
threshold=-0.41270499999999993 0.2959750000000001 0.14805500000000002 -0.083194999999999991 0.08400500000000001 0.083725000000000022 0.084290000000000018 0.089075000000000029 0.09056500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -6 -5 -8
right_child=1 -3 -4 4 6 -7 8 -9 -10
leaf_value=0.002524187415003746 0.0014148871114888014 0.0021840208055423391 -0.0016196834870389485 0.00034464158367075671 0.0024948668985281539 -0.0043271466960350027 2.0728651069295677e-05 -0.0021257376234136739 0.0015428573337889768
leaf_weight=47 51 46 81 234 53 49 3079 46 52
leaf_count=47 51 46 81 234 53 49 3079 46 52
internal_value=0 2.44322e-05 -2.59734e-06 3.39249e-05 1.36438e-05 -0.00069656 8.72856e-05 -5.82831e-05 4.62698e-05
internal_weight=0 3691 3645 3564 3513 329 3184 280 3131
internal_count=3738 3691 3645 3564 3513 329 3184 280 3131
is_linear=0
shrinkage=0.0995203


Tree=3618
num_leaves=10
num_cat=0
split_feature=6 9 19 12 3 3 3 3 10
split_gain=0.0262802 0.0287278 0.0104962 0.010678 0.0150381 0.061863 0.0259794 0.0191065 0.0115836
threshold=0.23153500000000005 0.18114000000000005 -0.10411999999999999 0.097490000000000021 0.08400500000000001 0.083725000000000022 0.084290000000000018 0.081685000000000021 0.09056500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -6 -4 -8
right_child=-2 -3 3 -5 6 -7 8 -9 -10
leaf_value=0.001353862091681652 0.0020994188401949215 -0.0024279778201862102 -0.00062269307685473114 0.0015325983501080589 0.0022789952396196733 -0.0038965083057165128 9.4489075146253968e-06 0.0011408743810227091 0.0014415763083780071
leaf_weight=60 61 47 192 46 52 49 3085 89 57
leaf_count=60 61 47 192 46 52 49 3085 89 57
internal_value=0 1.63538e-05 4.82277e-05 2.6055e-05 6.1572e-06 -0.000633177 7.24687e-05 -6.12121e-05 3.56901e-05
internal_weight=0 3677 3630 3570 3524 330 3194 281 3142
internal_count=3738 3677 3630 3570 3524 330 3194 281 3142
is_linear=0
shrinkage=0.0995203


Tree=3619
num_leaves=13
num_cat=0
split_feature=6 29 20 20 1 8 21 3 0 6 20 6
split_gain=0.0213079 0.0193092 0.0168578 0.0107323 0.0398527 0.0555359 0.0631459 0.033786 0.0134925 0.0159579 0.0440227 0.0406885
threshold=0.23153500000000005 -0.109725 0.2959750000000001 -0.083970000000000003 -0.049499999999999995 -0.086304999999999993 -0.021529999999999997 0.093835000000000016 -0.233955 -0.095814999999999997 -0.017315000000000001 -0.092579999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -6 -5 10 -10 -11
right_child=-2 2 -4 8 5 6 -8 -9 9 11 -12 -13
leaf_value=-0.0019272677522314363 0.0018904842367259101 -0.0015802727552749743 0.0019349754312559218 -0.0015672396354346266 -0.0028721246786576273 -0.00045759641950439151 0.002659414938343142 0.00059862462606623625 0.0020450405741284294 -0.0024472537344937986 -1.9082937374444773e-05 -6.1458746387847964e-05
leaf_weight=50 61 79 46 57 52 97 189 59 132 73 452 2391
leaf_count=50 61 79 46 57 52 97 189 59 132 73 452 2391
internal_value=0 1.47706e-05 4.17683e-05 1.72203e-05 0.00045742 0.000864968 0.00159938 -0.00101994 -4.99992e-05 -2.1357e-05 0.000446064 -0.000132474
internal_weight=0 3677 3627 3581 476 397 286 111 3105 3048 584 2464
internal_count=3738 3677 3627 3581 476 397 286 111 3105 3048 584 2464
is_linear=0
shrinkage=0.0995203


Tree=3620
num_leaves=14
num_cat=0
split_feature=19 3 21 3 9 6 26 3 9 9 9 10 9
split_gain=0.0319959 0.0110856 0.0235877 0.0201187 0.0189492 0.0214023 0.014951 0.032691 0.0213004 0.0210999 0.0131893 0.0174216 0.0185721
threshold=-0.050215000000000003 0.12015500000000003 0.12742000000000003 0.12389500000000002 -0.093949999999999992 -0.095324999999999993 0.11326500000000002 0.13085500000000003 0.11156500000000001 -0.02614 -0.079864999999999992 0.090005000000000016 -0.0098899999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 -2 7 -5 9 -9 -6 12 -12
right_child=1 3 -4 6 10 -7 -8 8 -10 -11 11 -13 -14
leaf_value=-0.0018812293265659558 -9.957848047563557e-05 -0.0020259512808033092 0.0019776977786931525 0.0024758104074927845 0.0013734439738362051 -0.0028678946990955967 -0.001364321418288316 0.00019858626516592887 0.0016543838576907179 -0.0016602996118237083 -0.0013616515947083273 -0.001692308804362727 0.00013972876221533424
leaf_weight=90 71 67 64 50 78 46 83 130 47 112 84 55 2776
leaf_count=90 71 67 64 50 78 46 83 130 47 112 84 55 2776
internal_value=0 1.79999e-05 8.61695e-05 -0.000422801 4.69809e-05 -0.00119497 -0.000166332 0.000124566 -0.000279391 -0.000658342 9.5804e-05 6.13358e-05 9.5346e-05
internal_weight=0 3663 3174 489 3110 117 422 339 289 242 2993 2915 2860
internal_count=3753 3663 3174 489 3110 117 422 339 289 242 2993 2915 2860
is_linear=0
shrinkage=0.0995203


Tree=3621
num_leaves=18
num_cat=0
split_feature=18 3 3 0 3 18 3 18 18 18 17 10 10 10 0 3 0
split_gain=0.0150398 0.00883023 0.0256522 0.0242484 0.0269713 0.0147146 0.037549 0.0275849 0.0264546 0.0253501 0.0237387 0.0139524 0.027144 0.0153255 0.0139826 0.0312808 0.0279674
threshold=-0.45171999999999995 0.091225000000000014 0.091545000000000029 -0.19126499999999999 0.090835000000000013 -0.085834999999999995 0.086130000000000026 -0.082304999999999989 -0.064960000000000004 -0.088385000000000005 -0.14169499999999999 0.086165000000000019 0.09056500000000002 0.055760000000000011 -0.14909499999999998 0.10749000000000002 -0.083390000000000006
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 10 -7 -9 -8 -5 13 -13 14 15 -4 -16
right_child=1 2 11 4 -6 7 9 8 -10 -11 -12 12 -14 -15 16 -17 -18
leaf_value=-0.0014198015440159742 0.0018906051120735625 -0.0024680523990326156 -0.0029591038844199945 -0.00097199430962560847 0.0023160605584622842 0.0021876046406106948 -0.00079419491519459016 -0.0019192648484922324 0.00019359627842486948 -0.0033411041038088115 0.0013155567375863365 -0.0026842384883349582 0.00043325498798146795 0.0016806651093218261 0.00064526261407816838 -4.0620335998347987e-05 -0.00026946757562605812
leaf_weight=75 77 46 52 68 52 65 192 62 1090 49 131 57 53 51 490 123 1020
leaf_count=75 77 46 52 68 52 65 192 62 1090 49 131 57 53 51 490 123 1020
internal_value=0 3.59798e-06 -0.000145995 0.000162528 8.41891e-05 1.36543e-05 -0.000479036 0.000192457 7.91726e-05 -0.00131543 0.000529767 -8.76887e-05 -0.00117473 -1.83376e-05 -7.02473e-05 -0.000912505 2.68233e-05
internal_weight=0 3678 1892 1786 1709 1657 440 1217 1152 241 199 1846 110 1736 1685 175 1510
internal_count=3753 3678 1892 1786 1709 1657 440 1217 1152 241 199 1846 110 1736 1685 175 1510
is_linear=0
shrinkage=0.0995203


Tree=3622
num_leaves=21
num_cat=0
split_feature=19 21 21 5 21 17 5 3 21 21 0 0 0 0 0 38 26 26 1 21
split_gain=0.0239064 0.00970798 0.0385628 0.0160273 0.0201818 0.052402 0.0362599 0.0175248 0.0670255 0.0350852 0.0175399 0.015184 0.0422176 0.0337481 0.0186785 0.0149499 0.0188369 0.0599251 0.0176087 0.0042595
threshold=-0.050215000000000003 0.083050000000000027 0.085190000000000016 -0.055004999999999991 0.087235000000000021 -0.065004999999999993 -0.11517000000000001 0.088385000000000033 0.088880000000000028 0.089005000000000015 -0.095649999999999999 0.099665000000000017 0.12433000000000002 0.15834000000000004 0.048265000000000009 -0.076799999999999993 0.11991000000000003 0.12508000000000005 -0.06551499999999999 0.10271500000000001
decision_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 4 -4 -6 -7 8 -5 -9 -11 14 -13 -14 15 -2 18 -18 -17 -10
right_child=1 2 3 7 5 6 -8 9 19 10 -12 12 13 -15 -16 16 17 -19 -20 -21
leaf_value=-0.001624714792762576 0.0015555218978043697 0.0027244977117647571 0.0023148660980340601 -0.0037132222481704299 -0.0020513734873217481 1.4537694196036585e-05 0.0018751015306837462 0.0026221472989240518 0.0012138530717699411 -0.0018238763847119462 3.2304137017787179e-05 -0.0031567253677542307 0.0018429929913576328 -0.0017128112680848476 0.0017782611607318106 0.00020212527237757229 -0.0041673510130580361 0.00031244443102169798 -0.00039952776585826634 -0.00012623485499250851
leaf_weight=90 54 59 55 61 79 271 169 48 46 58 380 59 56 50 55 1171 46 82 818 46
leaf_count=90 54 59 55 61 79 271 169 48 46 58 380 59 56 50 55 1171 46 82 818 46
internal_value=0 1.69506e-05 0.00023927 0.000117714 0.000499843 0.000305922 0.000731024 -0.000224263 -0.00115344 6.65717e-05 -0.000211623 -0.00010098 -0.0010223 0.000158004 -3.232e-05 -7.85663e-05 -0.000120635 -0.00129109 -4.49002e-05 0.000534911
internal_weight=0 3663 1272 1213 574 519 440 639 153 486 438 2391 165 106 2226 2171 2117 128 1989 92
internal_count=3753 3663 1272 1213 574 519 440 639 153 486 438 2391 165 106 2226 2171 2117 128 1989 92
is_linear=0
shrinkage=0.0995203


Tree=3623
num_leaves=16
num_cat=0
split_feature=19 3 3 2 9 9 29 17 17 29 4 2 2 17 3
split_gain=0.0193869 0.00761086 0.0168501 0.0257583 0.0165095 0.0275035 0.0158102 0.0247807 0.0197583 0.0151036 0.0137203 0.0446603 0.0357144 0.0131346 0.0200161
threshold=-0.050215000000000003 0.12015500000000003 0.12551500000000002 -0.065999999999999989 -0.087554999999999994 -0.079864999999999992 -0.078159999999999993 0.12439000000000001 -1.0000000180025095e-35 -0.08477999999999998 0.10956000000000003 -0.0064000000000000003 0.11995000000000003 -0.081244999999999998 0.096595000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 13 -6 -5 8 -8 -7 12 -12 -11 -2 -15
right_child=1 2 3 6 5 9 7 -9 -10 10 11 -13 -14 14 -16
leaf_value=-0.0014630226400838423 0.00039802880656895185 -0.0016061106410460129 0.0015324270104215098 0.00099479161028293711 0.0025400119422181538 -0.0013567073452802445 -0.00018993888625901009 0.0012875368486158108 -0.0021044680051544914 0.00012917498961633961 -0.00061715229063303331 0.0031910930633289917 -0.002345377325010699 -0.00037035141707412463 -0.0031090038966438355
leaf_weight=90 51 87 79 59 46 70 98 46 120 2716 65 57 59 64 46
leaf_count=90 51 87 79 59 46 70 98 46 120 2716 65 57 59 64 46
internal_value=0 1.53304e-05 -0.000349861 -7.59495e-05 7.18513e-05 0.000124558 -0.000471864 -0.00080274 -0.00124756 8.68327e-05 0.000121995 0.0011554 7.62678e-05 -0.000909424 -0.00152305
internal_weight=0 3663 489 402 3174 3013 323 264 218 2967 2897 122 2775 161 110
internal_count=3753 3663 489 402 3174 3013 323 264 218 2967 2897 122 2775 161 110
is_linear=0
shrinkage=0.0995203


Tree=3624
num_leaves=14
num_cat=0
split_feature=5 11 4 4 4 4 0 18 4 4 4 17 1
split_gain=0.0375812 0.0295959 0.0221579 0.0265373 0.0244836 0.0314183 0.023318 0.0189032 0.0166148 0.0256759 0.0323794 0.0205859 0.0211064
threshold=0.63455500000000009 0.092640000000000014 0.13881500000000005 0.10495500000000003 0.10724500000000002 0.10956000000000003 -0.059114999999999994 0.10665500000000003 0.094025000000000011 0.088985000000000022 0.086380000000000026 -0.053765 -0.42149500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 -6 -4 -7 9 10 -1 12 -10
right_child=-2 -3 6 4 5 7 -8 -9 11 -11 -12 -13 -14
leaf_value=2.6345017932016867e-05 0.0025014749473480629 -0.002438960264205905 -0.0026471694891103039 0.0027830817861187302 -0.0019209648887277217 0.0011645962660164378 0 -0.00088996717030572717 -0.0015223084236870407 0.0019504092092227673 -0.0024343323420585906 -0.002395768889878427 0.0012084231284335127
leaf_weight=2746 60 49 62 54 46 287 71 52 56 67 54 64 56
leaf_count=2746 60 49 62 54 46 287 71 52 56 67 54 64 56
internal_value=0 -9.36354e-06 2.33423e-05 7.17186e-05 0.000795135 0.000514179 -0.00123702 0.000847027 -3.23764e-05 2.49623e-05 -2.08186e-05 -0.000971062 -0.000149634
internal_weight=0 3664 3615 3482 439 385 133 339 3043 2867 2800 176 112
internal_count=3724 3664 3615 3482 439 385 133 339 3043 2867 2800 176 112
is_linear=0
shrinkage=0.0995203


Tree=3625
num_leaves=13
num_cat=0
split_feature=17 1 11 1 3 3 3 3 9 9 2 9
split_gain=0.0297843 0.0319368 0.0233138 0.0224113 0.021144 0.0197822 0.0171803 0.0385572 0.03523 0.10255 0.0234231 0.0153088
threshold=-0.55286000000000002 -0.49367499999999997 0.092640000000000014 -0.50763499999999995 0.30793000000000009 0.090205000000000021 0.087385000000000032 0.087675000000000017 0.087825000000000028 0.086965000000000028 -0.083254999999999982 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -2 8 -8 9 -5 -9 -10
right_child=2 -3 -4 4 -6 -7 7 10 11 -11 -12 -13
leaf_value=8.4044971116462456e-05 0.0029175745624617838 0.0031391671805364027 -0.002205828836061562 -0.00031548192435227956 -0.0018068678943034928 0.00022028150375799795 0.0023848181697144104 -0.00048664183587555617 0.0026326718814261127 -0.0051030612067646062 0.00024203197157972062 0.00020656579197612677
leaf_weight=76 48 62 48 788 66 63 73 580 49 47 1768 56
leaf_count=76 48 62 48 788 66 63 73 580 49 47 1768 56
internal_value=0 0.00146257 -2.72442e-05 2.08131e-06 -4.27656e-05 0.00139405 -7.88034e-06 0.000132074 -0.000369209 -0.000585943 6.16872e-05 0.00134655
internal_weight=0 138 3586 3538 3427 111 3361 2421 940 835 2348 105
internal_count=3724 138 3586 3538 3427 111 3361 2421 940 835 2348 105
is_linear=0
shrinkage=0.0995203


Tree=3626
num_leaves=15
num_cat=0
split_feature=5 11 4 4 4 5 2 5 3 2 17 17 17 2
split_gain=0.0293388 0.0194749 0.0162485 0.0212564 0.0195586 0.0262707 0.0347558 0.0173533 0.0142656 0.0155962 0.0140333 0.0307187 0.0260884 0.01087
threshold=0.63455500000000009 0.092640000000000014 0.13881500000000005 0.10495500000000003 0.10724500000000002 -0.47090499999999996 0.0049750000000000011 -0.40939500000000001 0.12870500000000004 -0.054390000000000001 0.0065250000000000013 0.048755000000000014 -0.014289999999999999 0.0040650000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 13 -7 -4 10 -10 12 -12 -1 -6
right_child=-2 -3 7 4 5 6 -8 -9 9 -11 11 -13 -14 -15
leaf_value=1.1104866627069429e-05 0.0022079728545654161 -0.0019813607097044646 -3.6949635718484989e-05 0.0024820318139218574 5.8034979009043085e-05 -4.2902463631383411e-05 0.0021872772604526335 -0.0023366385957117011 0.0023287253236274129 -8.290878969828593e-05 0.0016598301519788518 8.9344053023549758e-06 -0.00076456857321017385 -0.0019390595390239554
leaf_weight=1433 60 49 74 54 57 152 126 59 52 53 131 762 612 50
leaf_count=1433 60 49 74 54 57 152 126 59 52 53 131 762 612 50
internal_value=0 -1.04969e-05 1.5991e-05 5.74499e-05 0.000704922 0.000453538 0.000964954 -0.00106327 -3.56889e-05 0.00110363 -7.66852e-05 0.000252032 -0.000220628 -0.000867536
internal_weight=0 3664 3615 3482 439 385 278 133 3043 105 2938 893 2045 107
internal_count=3724 3664 3615 3482 439 385 278 133 3043 105 2938 893 2045 107
is_linear=0
shrinkage=0.0995203


Tree=3627
num_leaves=12
num_cat=0
split_feature=5 7 3 2 6 0 3 3 3 3 0
split_gain=0.0237896 0.0134642 0.0147169 0.0148171 0.0331308 0.0322246 0.029516 0.0291137 0.021426 0.0337108 0.0311022
threshold=0.63455500000000009 -0.10984999999999999 -0.16443499999999997 0.09556000000000002 -0.45687499999999998 -0.22163999999999998 0.09587500000000003 0.10726500000000001 0.083815000000000014 0.085035000000000013 -0.10806499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -6 -8 10 -10 -7
right_child=-2 2 3 4 6 8 7 -9 9 -11 -12
leaf_value=-0.0013765587624670053 0.0019882348872579145 -0.0016955713529469068 -0.0025392596484642678 0.003089646683997793 0.0019989617153074509 0.0031707013164537874 -0.0020557970213391803 0.00034740762063417593 -0.0012091950984779475 2.8914867064348947e-05 0.00036401560839583515
leaf_weight=70 60 49 50 47 78 47 64 226 238 2556 239
leaf_count=70 60 49 50 47 78 47 64 226 238 2556 239
internal_value=0 -9.43004e-06 1.69696e-05 4.08718e-05 0.000599745 -3.29665e-05 0.000279517 -0.000180132 7.45435e-06 -7.62575e-05 0.000828117
internal_weight=0 3664 3594 3545 415 3130 368 290 3080 2794 286
internal_count=3724 3664 3594 3545 415 3130 368 290 3080 2794 286
is_linear=0
shrinkage=0.0995203


Tree=3628
num_leaves=18
num_cat=0
split_feature=6 6 6 26 26 6 6 26 26 26 2 26 26 2 26 0 3
split_gain=0.0555943 0.0120719 0.0296715 0.0197473 0.0235444 0.0212571 0.0218119 0.0200422 0.0174087 0.0661091 0.0260853 0.0181848 0.0183358 0.0349642 0.0226312 0.0142881 0.0227816
threshold=0.23663500000000004 0.088845000000000021 0.088055000000000022 -0.085605000000000001 -0.09071499999999999 0.087670000000000012 0.087235000000000021 -0.081709999999999991 0.11861500000000001 0.11377500000000003 -0.072624999999999981 0.10603500000000003 0.086835000000000009 -0.085944999999999994 0.083760000000000015 -0.057604999999999996 0.098225000000000021
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 15 6 7 -5 9 11 -10 12 14 -14 -3 16 -1
right_child=-2 8 -4 5 -6 -7 -8 -9 10 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.00082732384194484883 -0.0032985791571378347 -0.00012959794277710745 0.0020662512202266922 0.0017792916089601665 -0.0027277351917370601 -0.0018693923209446312 0.0022002355267925749 0.00010204302064717577 0.0023806667721560709 -0.0034115471414549645 -0.00063536553654198677 0.0015164679335364936 -0.0024166473076384196 -0.00025201731353482234 0.0023633165904563026 -0.001561484013459643 0.0012448297459350757
leaf_weight=119 51 143 75 73 47 50 53 2198 56 69 57 57 91 400 48 69 94
leaf_count=119 51 143 75 73 47 50 53 2198 56 69 57 57 91 400 48 69 94
internal_value=0 9.62371e-06 0.000113357 5.88677e-05 -0.000663229 0.000159284 0.000203283 0.000156318 -0.000302378 -0.000464842 0.000852061 -0.000188601 -0.000332308 -0.000654869 0.000492608 -0.000316241 8.33045e-05
internal_weight=0 3699 2778 2703 329 2374 2324 2271 921 808 113 739 682 491 191 282 213
internal_count=3750 3699 2778 2703 329 2374 2324 2271 921 808 113 739 682 491 191 282 213
is_linear=0
shrinkage=0.0995203


Tree=3629
num_leaves=25
num_cat=0
split_feature=6 8 5 5 3 17 3 5 20 20 3 3 3 5 17 1 3 20 29 8 23 6 8 1
split_gain=0.0450786 0.0147386 0.0399719 0.0635629 0.190009 0.0727593 0.121128 0.105832 0.034103 0.0495514 0.0333695 0.0285534 0.0424338 0.0219102 0.0406107 0.0352782 0.0181194 0.0180687 0.0166057 0.0152666 0.0134965 0.025145 0.0139912 0.0107558
threshold=0.23663500000000004 -0.083849999999999994 -0.025879999999999997 -0.0078499999999999976 0.087570000000000023 -0.011174999999999999 0.083955000000000016 -0.014374999999999999 -0.082784999999999984 -0.080044999999999991 0.10486500000000003 0.085625000000000021 0.088535000000000016 -0.082635 -0.008069999999999999 -0.071399999999999991 0.13730000000000006 -0.14091999999999996 1.0000000180025095e-35 -0.049499999999999995 -0.022119999999999997 -0.41548999999999997 0.10528000000000003 0.09692000000000002
decision_type=2 2 2 2 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 -4 -7 17 -10 11 -5 -13 14 -11 -15 18 -1 20 -18 -3 -22 -23 -21
right_child=-2 16 3 10 -6 7 -8 -9 9 13 -12 12 -14 15 -16 -17 19 -19 -20 23 21 22 -24 -25
leaf_value=-0.00060444295615470311 -0.0029703038938577817 0.0015025528744291566 0.0024828141607069342 0.0010658421014273227 0.0060170401087538995 -0.0011261578227715269 -0.0039062647530826418 0.0053577794655857817 0.0027859107376007543 0.0026671672111980241 0.0015686324942542492 -0.0033876671901533653 -0.00021095685003469868 3.3871442911756541e-05 -0.00022592712125881953 -0.0030503366518593493 -0.00066349161858484729 -0.0033743443498548539 -0.0018901730191374132 0.00056615060046350701 -0.0024956261504878669 -0.00023126372350123415 0.00090388310720665075 0.0025016217121917573
leaf_weight=48 51 46 50 68 81 46 71 54 59 54 89 64 121 85 435 64 46 47 58 63 47 1835 114 54
leaf_count=48 51 46 50 68 81 46 71 54 59 54 89 64 121 85 435 64 46 47 58 63 47 1835 114 54
internal_value=0 8.62191e-06 0.000258211 0.000840749 0.00189302 0.000377802 -0.00125938 0.00236698 -0.000214435 2.55023e-05 -8.60595e-05 -0.000671381 -0.00131435 -0.000228488 9.18818e-05 -0.0012854 -0.000149395 -0.00198343 -0.000228159 0.000860334 -0.000180551 -0.00021975 -0.000164447 0.00146644
internal_weight=0 3699 1436 644 302 221 121 100 792 697 342 253 185 638 489 149 2263 95 2100 163 2042 1996 1949 117
internal_count=3750 3699 1436 644 302 221 121 100 792 697 342 253 185 638 489 149 2263 95 2100 163 2042 1996 1949 117
is_linear=0
shrinkage=0.0995203


Tree=3630
num_leaves=34
num_cat=0
split_feature=8 2 18 18 3 2 18 1 8 2 2 8 18 2 2 2 26 8 26 8 8 1 2 1 3 4 3 17 3 18 3 29 8
split_gain=0.0158063 0.0345193 0.0363423 0.0513466 0.150931 0.0440829 0.0435292 0.0280078 0.0419837 0.0315014 0.0257045 0.0818249 0.118469 0.0345717 0.0583836 0.0236381 0.0204315 0.0417525 0.0631497 0.0197184 0.0179509 0.0176506 0.0603354 0.028256 0.0160566 0.0405726 0.0360371 0.0160211 0.0154542 0.0134281 0.0211403 0.0278912 0.009631
threshold=-0.084674999999999986 -0.080695000000000003 -0.015440000000000001 -0.025879999999999997 0.087570000000000023 -0.087245000000000003 -0.011039999999999999 -0.090374999999999997 -0.086844999999999992 -0.082404999999999992 -0.082275000000000001 -0.082934999999999995 -0.022504999999999997 -0.081344999999999987 -0.080644999999999994 -0.082830000000000001 0.08709500000000002 -0.087770000000000001 0.090020000000000031 -0.089044999999999999 -0.082844999999999988 -0.0046399999999999992 -0.095204999999999998 -0.01257 0.08785500000000003 0.080475000000000033 0.092200000000000018 -0.0064000000000000003 0.10502000000000002 0.090285000000000018 0.13345500000000002 -0.050054999999999995 -0.105475
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -8 9 -9 11 12 -2 -12 -15 21 19 18 -18 29 -16 23 -23 28 25 -22 -26 -20 -13 30 31 -3 -29
right_child=10 16 6 -5 -6 -7 7 8 -10 -11 13 15 -14 14 20 -17 17 -19 27 -21 24 22 -24 -25 26 -27 -28 32 -30 -31 -32 -33 -34
leaf_value=0.00068007087065142461 -0.0059521930421672833 -0.0006486643591819501 -0.0020693861888327857 0.0046058905614019974 0.0045770450512753452 -0.0032246385165739036 -0.0011454751367129228 -0.00040534025070707562 0.0035181700033648602 0.0017248952090999211 0.0019877116112674504 -0.00030250083532081722 0.00019043943759060328 -0.0034941023277565374 0.0017420570192968853 -0.0022755688777320849 -0.0034904755269329823 -0.0035848234232436355 0.0019106502018453881 0.0020217518352041285 -0.0034165273790513588 0.00056415266330604773 -0.0036932591939422797 0.0024172175222105523 0.0016436803609469037 -5.2546565078463678e-05 -7.2093132834550897e-05 -0.0010593743119622959 0.0010473786687219596 -0.001142784829941098 -0.0011650662395003889 0.0019789594840926017 0.00084662836621149427
leaf_weight=57 64 67 70 49 71 57 73 160 55 120 88 454 60 47 61 52 49 49 58 50 46 84 54 50 139 158 944 55 103 89 69 98 50
leaf_count=57 64 67 70 49 71 57 73 160 55 120 88 454 60 47 61 52 49 49 58 50 46 84 54 50 139 158 944 55 103 89 69 98 50
internal_value=0 0.000244278 0.000720189 0.00173691 0.000972594 -0.0012651 0.00022075 0.000615672 0.00100189 0.000504694 -0.000181602 -0.000594644 -0.00297335 7.43607e-05 -4.57513e-05 -0.000223529 -0.000288892 -0.000964775 -0.000355336 0.000181851 7.38733e-05 -7.92006e-05 -0.00109586 0.000150586 -4.55764e-06 -0.000815105 0.000147366 0.000582108 -5.14124e-05 -0.000100429 0.000292524 0.000907024 -0.000143958
internal_weight=0 1346 712 234 185 114 478 408 335 280 2404 921 124 1483 1395 797 634 261 212 373 1348 745 138 607 1287 204 1083 163 557 323 234 165 105
internal_count=3750 1346 712 234 185 114 478 408 335 280 2404 921 124 1483 1395 797 634 261 212 373 1348 745 138 607 1287 204 1083 163 557 323 234 165 105
is_linear=0
shrinkage=0.0995203


Tree=3631
num_leaves=24
num_cat=0
split_feature=6 28 5 5 0 0 26 0 0 0 0 1 17 1 1 0 26 2 29 18 6 6 26
split_gain=0.0359949 0.0103587 0.0102426 0.0443928 0.0632501 0.0551706 0.0198157 0.0180535 0.0345033 0.0240726 0.0219872 0.0677933 0.0161937 0.0359693 0.0299635 0.0153289 0.0112595 0.0224213 0.0226109 0.0107894 0.0562397 0.0406875 0.00678892
threshold=0.23663500000000004 0.10217500000000003 -0.0031649999999999998 -0.0083599999999999994 -0.088174999999999989 -0.083694999999999992 0.087675000000000017 -0.080500000000000002 -0.081909999999999997 -0.078479999999999994 -0.075179999999999983 -0.07002499999999999 -0.093784999999999993 -0.049499999999999995 -0.062804999999999986 -0.072274999999999992 -0.086635000000000004 -0.08342999999999999 -0.085039999999999991 -0.011569999999999999 0.08785500000000003 0.088845000000000021 -0.16205499999999998
decision_type=2 2 2 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 -5 -6 -7 8 12 -9 11 -11 13 -4 -14 -12 17 22 -19 20 -18 -21 -1
right_child=-2 -3 7 4 5 6 -8 9 -10 10 15 -13 14 -15 -16 -17 19 18 -20 21 -22 -23 -24
leaf_value=0.0010999485678521782 -0.0026516369465697824 -0.0014574216468160016 -0.0026987393643179013 0.0038930315043501349 -0.0025472732466913345 0.0030459669285445843 0.00022477457494893339 0.0017053139420304488 -0.0026561679240168158 -0.0037578683680771067 0.0018174075044432108 0.0010049659419954116 0.002601100153821056 0.00017360140285583274 -0.00063637547097302599 -2.811544450918078e-05 -0.00022910511065477252 -0.00026297222331878636 -0.0034042428492139843 0.00025267847401946587 0.0021250721837325921 -0.00094160792395236808 -0.00044549346564646668
leaf_weight=51 51 47 68 73 46 49 51 79 77 59 48 59 46 117 73 615 321 46 46 1145 146 375 62
leaf_count=51 51 47 68 73 46 49 51 79 77 59 48 59 46 117 73 615 321 46 46 1145 146 375 62
internal_value=0 1.02794e-05 2.93924e-05 0.000149162 0.00150023 0.000298228 0.00161535 -0.000202636 -0.000773052 4.91199e-05 -0.00011736 -0.00136951 -0.000293385 -0.000877753 0.000608207 0.000104262 1.3805e-05 -0.00068797 -0.00184251 8.66196e-05 0.000505138 -4.1426e-05 0.000244763
internal_weight=0 3699 3652 2411 219 146 100 1241 381 860 781 118 304 185 119 663 2192 205 92 1987 467 1520 113
internal_count=3750 3699 3652 2411 219 146 100 1241 381 860 781 118 304 185 119 663 2192 205 92 1987 467 1520 113
is_linear=0
shrinkage=0.0995203


Tree=3632
num_leaves=27
num_cat=0
split_feature=8 3 3 3 8 8 1 1 20 2 6 3 4 26 26 3 3 2 26 8 0 20 6 6 8 2
split_gain=0.0179631 0.0243125 0.0445026 0.029587 0.0288297 0.0232289 0.022112 0.0437401 0.0214396 0.0182593 0.0129384 0.055568 0.0146248 0.0126952 0.0162237 0.0571662 0.0337716 0.052058 0.0315511 0.0135174 0.0494043 0.0592245 0.0384088 0.0139087 0.0436797 0.0286281
threshold=-0.050299999999999997 0.087515000000000023 0.085910000000000028 0.088745000000000032 -0.045194999999999999 -0.055085000000000002 -0.047889999999999995 0.05340000000000001 0.10481500000000003 -0.017704999999999995 0.10615500000000003 0.10871500000000002 0.11240500000000002 -0.087179999999999994 0.089150000000000021 0.085625000000000021 0.088285000000000016 -0.082704999999999987 0.091400000000000023 -0.084674999999999986 -0.086589999999999986 -0.077945 0.089725000000000013 0.085845000000000019 -0.085289999999999991 -0.086304999999999993
decision_type=2 2 2 2 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 -3 -5 13 9 -8 10 -2 12 -12 -6 -1 19 -16 18 -18 -17 23 21 -21 -22 24 -15 -25
right_child=1 3 -4 4 8 -7 7 -9 -10 -11 11 -13 -14 14 15 16 17 -19 -20 20 22 -23 -24 25 -26 -27
leaf_value=0.0013754777716289417 0.0020712938542823455 -0.0028788357537543273 0.003352018666746585 -0.0027834142035368832 -0.00078108104601605044 0.0023283761101722911 -0.0033069833348355125 0.00091050963740254415 0.0012532072336031569 -0.000453552804957222 0.0028056183973163089 -0.0016249594848389923 0.00072833287206053635 -0.00036880188590429646 0.0031208216707655115 -0.0028955518499192653 0.0022414390603445818 6.7964764354194672e-05 0.00025635019718499394 -0.0001860583524425669 0.00063498486851575476 -0.0051243187954917021 -0.0017798010651687635 -0.0010355349428046443 0.0025975704517675995 0.0014430507973884651
leaf_weight=77 60 51 46 48 570 48 48 49 82 53 55 57 71 674 70 64 129 715 61 50 237 47 90 64 53 163
leaf_count=77 60 51 46 48 570 48 48 49 82 53 55 57 71 674 70 64 129 715 61 50 237 47 90 64 53 163
internal_value=0 -0.000309537 0.000548094 -0.000545482 -0.000409785 0.000158944 -6.22014e-05 -0.00116806 -0.000272357 0.00087983 -0.000439574 0.000543462 -0.000612615 0.000116863 7.64275e-05 0.000373587 0.000174284 0.000401136 -0.00135088 -0.000147035 -0.000614754 -0.00258726 -2.71318e-05 5.99825e-05 -0.00015142 0.000740636
internal_weight=0 1190 256 934 883 2542 210 97 835 113 753 112 641 2494 2417 1039 969 844 125 1378 424 97 327 954 727 227
internal_count=3732 1190 256 934 883 2542 210 97 835 113 753 112 641 2494 2417 1039 969 844 125 1378 424 97 327 954 727 227
is_linear=0
shrinkage=0.0995203


Tree=3633
num_leaves=40
num_cat=0
split_feature=8 17 8 26 8 26 26 20 26 17 26 26 6 0 17 5 5 5 18 26 2 6 26 3 3 5 8 29 20 0 20 21 17 5 17 6 0 29 5
split_gain=0.0145654 0.0210199 0.0729408 0.0512801 0.0414307 0.027789 0.0270033 0.0836765 0.0243592 0.0945853 0.0870183 0.0651332 0.113209 0.0375687 0.0470285 0.0229029 0.0554443 0.0327378 0.0224492 0.043661 0.0300245 0.0215738 0.0212661 0.0207854 0.0262503 0.0303149 0.021046 0.0202202 0.0263082 0.0648826 0.0692824 0.0540105 0.0228113 0.0628101 0.0579868 0.0184772 0.0448525 0.0260826 0.0128975
threshold=-0.050299999999999997 -0.040589999999999994 -0.060034999999999998 0.097125000000000031 -0.078504999999999991 0.086255000000000012 0.084645000000000012 -0.017315000000000001 0.08919500000000001 -0.0077549999999999997 0.094455000000000025 0.088165000000000021 0.087075000000000027 -0.083390000000000006 0.021725000000000005 -0.025879999999999997 -0.017704999999999995 -0.16183 -0.112385 0.090385000000000021 -0.085944999999999994 0.085955000000000018 0.091915000000000024 0.086605000000000029 1.0000000180025095e-35 -1.0000000180025095e-35 -0.041669999999999992 -0.011859999999999999 -0.068114999999999995 -0.09466999999999999 -0.091229999999999992 0.091040000000000024 -0.059294999999999994 -0.0050400000000000002 -0.088160000000000002 -0.082809999999999995 -0.081604999999999997 -0.051204999999999994 -0.013384999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 35 -8 11 10 -10 15 -13 21 -15 17 -17 -3 -7 20 -20 -11 -21 24 38 -26 -25 -28 29 30 -29 -31 34 -34 -30 37 -37 -1 -2
right_child=23 2 -4 4 -6 18 7 -9 9 13 -12 12 -14 14 -16 16 -18 -19 19 22 -22 -23 -24 26 25 -27 27 28 32 31 -32 -33 33 -35 -36 36 -38 -39 -40
leaf_value=-0.00084447767713053746 0.00044605669220274251 0.00061082698269201963 0.0041008349400241022 -0.00047006591374031538 -0.0044184637973011167 0.0020991635081426957 -0.0051358668382777981 0.00045557965827748331 0.0066312953180234033 0.0020304100059917369 0.00080465675557375499 0.00061840569711888989 -0.0060493262056226038 -0.0024037932855301989 0.00023624538887961671 0.0039680914372800559 0.0002882332957088136 -0.00094869953158120126 -0.00021899157761384998 -0.0029571356076173658 0.0020942317807819194 -6.1544775006337703e-05 -0.0002460217681812201 -0.002287037270312891 0.00026680135158551851 0.0034436448692026999 0.0012502547591744632 -0.00030530264135344683 -0.00012027746524701434 0.0017925554078562301 -0.0054088043739144243 -0.0016963918419549346 -5.3336270389878624e-05 -0.004101029349611398 0.0036404913934763813 -0.0020169770549809708 0.0014137924640055337 0.0022632482771138863 -0.0018195417651336843
leaf_weight=46 52 261 50 58 49 79 46 62 47 130 56 54 47 90 258 49 239 272 99 46 125 77 78 60 75 50 71 47 235 81 61 96 220 46 49 101 60 63 47
leaf_count=46 52 261 50 58 49 79 46 62 47 130 56 54 47 90 258 49 239 272 99 46 125 77 78 60 75 50 71 47 235 81 61 96 220 46 49 101 60 63 47
internal_value=0 0.00014319 0.000357455 -0.000238864 -0.00228586 3.22049e-05 -0.000588185 -0.00191838 0.000238476 0.000701178 0.00347136 -9.08512e-05 -0.0024763 0.000185596 -0.000444171 0.000201611 0.000917163 -0.000183493 0.00058332 0.000236853 0.00106822 0.00124829 -0.00125836 -0.000278663 0.000583427 0.00154409 -0.000479416 -0.000358802 -0.000496601 -0.00127285 -0.00319542 -9.51299e-05 -9.28747e-05 -0.000756391 0.000525706 -5.30733e-05 -0.000733345 0.000944221 -0.000621262
internal_weight=0 2542 1630 912 107 805 378 108 1580 658 103 922 101 555 348 821 288 533 427 348 224 207 124 1190 224 125 966 906 835 285 108 177 550 266 284 270 161 109 99
internal_count=3732 2542 1630 912 107 805 378 108 1580 658 103 922 101 555 348 821 288 533 427 348 224 207 124 1190 224 125 966 906 835 285 108 177 550 266 284 270 161 109 99
is_linear=0
shrinkage=0.0995203


Tree=3634
num_leaves=23
num_cat=0
split_feature=6 6 5 18 6 5 5 5 1 0 5 9 4 8 26 26 26 8 6 5 8 6
split_gain=0.0150475 0.0228314 0.0193428 0.055271 0.05523 0.0452588 0.0450532 0.0304543 0.0352653 0.0247212 0.0180116 0.0315172 0.0607716 0.0438453 0.0275988 0.0213037 0.0204969 0.0185508 0.0148087 0.0126229 0.0301484 0.01436
threshold=0.085570000000000021 0.086420000000000011 -0.082635 0.091085000000000013 0.096575000000000022 -0.077634999999999996 -0.068984999999999991 -0.045014999999999993 -0.053299999999999993 -0.084834999999999994 -0.49053999999999998 0.11351500000000002 0.14699000000000004 0.0073150000000000012 -0.087179999999999994 0.11699500000000003 0.10038000000000001 -0.057284999999999996 0.084050000000000027 -0.53715999999999997 -0.090440000000000006 -0.101065
decision_type=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 -3 -4 -7 -8 -9 -5 14 12 15 -13 -1 16 18 -17 -12 21 -21 -16
right_child=1 2 5 9 -6 6 7 8 -10 -11 11 13 -14 -15 19 17 -18 -19 -20 20 -22 -23
leaf_value=0.0027661554816269269 0.0021040938533552806 -0.0044166077656228276 0.0028108601863634669 -0.00046442466949867168 7.2363332304840883e-05 -0.0023400855681978698 0.0021202239279440298 0.00039388734035132958 -0.0018898307715010246 0.002660229003351655 -0.00014364223569043668 4.2882308894992457e-05 0.003286299030205257 -0.003765853659628397 0.0022632517714333438 -0.00037347794654170335 0.0016029064272612616 -0.0029631388939136151 -0.0014610467027000812 0.001154256493329494 -0.0019056718513722163 -0.00015723994890208797
leaf_weight=49 65 56 70 53 52 65 89 699 74 47 1755 61 50 58 47 61 64 51 89 59 69 49
leaf_count=49 65 56 70 53 52 65 89 699 74 47 1755 61 50 58 47 61 64 51 89 59 69 49
internal_value=0 0.000286038 0.000187289 -0.00068429 -0.00224767 0.000369944 0.000184742 0.000376079 0.000174206 0.000995977 -0.000135707 -0.000231041 -0.00014007 -0.0018066 0.000625713 -0.000225287 -0.000146509 -0.00156001 -0.00020767 0.000153836 -0.000488841 0.00101927
internal_weight=0 1270 1205 208 108 997 927 862 773 100 2462 2189 2070 119 273 2020 1908 112 1844 224 128 96
internal_count=3732 1270 1205 208 108 997 927 862 773 100 2462 2189 2070 119 273 2020 1908 112 1844 224 128 96
is_linear=0
shrinkage=0.0995203


Tree=3635
num_leaves=21
num_cat=0
split_feature=6 6 3 3 6 17 18 0 17 0 5 3 3 3 5 5 11 10 10 20
split_gain=0.0122057 0.0185089 0.0197833 0.0319474 0.0518765 0.046749 0.0524306 0.0984271 0.0182365 0.0196103 0.0146084 0.0275675 0.0337177 0.0228769 0.0158019 0.0183198 0.0203816 0.0240661 0.0184028 0.0142351
threshold=0.085570000000000021 0.086420000000000011 0.083815000000000014 0.086535000000000015 0.089315000000000019 -0.0069749999999999994 -0.025879999999999997 -0.086414999999999992 0.51174000000000019 -0.071799999999999989 -0.49053999999999998 0.10377500000000002 0.10997000000000003 0.12015500000000003 -0.46244499999999994 -0.42170999999999997 -0.11166 0.090150000000000022 0.085705000000000017 -0.049389999999999996
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 5 -5 6 -4 -8 9 -6 11 19 -13 -14 -12 -16 -17 18 -18 -1
right_child=1 2 3 4 8 -7 7 -9 -10 -11 14 12 13 -15 15 16 17 -19 -20 -21
leaf_value=0.00054543824989665088 0.0018946940289651694 0.0019307583257770686 -0.002618112115609075 0.0027297670898093159 -0.00035162359864667804 -0.0027574995654144076 -0.0017968682102138453 0.0045387041523328566 0.00166648915062578 0.00076815665552848315 -0.0016191370252566775 -0.0024886563981507009 0.002400443908061821 -0.00041187862177272588 0.001318843612796337 0.0017468498511735611 -0.00026153220894545895 -0.0024235465161447406 0.0016345885337554612 0.0028960667041708172
leaf_weight=48 65 60 46 82 547 89 47 50 68 216 76 47 46 75 80 51 1880 50 52 57
leaf_count=48 65 60 46 82 547 89 47 50 68 216 76 47 46 75 80 51 1880 50 52 57
internal_value=0 0.000257636 0.00016865 7.55975e-05 0.000341254 -0.000966323 0.000142741 0.00146045 0.000104579 -3.35487e-05 -0.000122201 0.000563442 -0.000222841 0.000650504 -0.000208085 -0.000156945 -0.000215421 -0.000266327 -0.000210074 0.00182929
internal_weight=0 1270 1205 1145 913 232 143 97 831 763 2462 273 168 121 2189 2113 2033 1982 1932 105
internal_count=3732 1270 1205 1145 913 232 143 97 831 763 2462 273 168 121 2189 2113 2033 1982 1932 105
is_linear=0
shrinkage=0.0995203


Tree=3636
num_leaves=20
num_cat=0
split_feature=21 10 18 18 8 8 1 18 9 18 9 6 0 20 18 6 8 0 1
split_gain=0.0263862 0.0174085 0.0149878 0.0504593 0.0182349 0.0381167 0.0217168 0.0174422 0.0159351 0.0329697 0.026636 0.0233414 0.0418801 0.0315976 0.0318903 0.0274002 0.023443 0.0155494 0.0120503
threshold=0.16638500000000003 0.090150000000000022 0.089505000000000015 0.090795000000000028 -0.092984999999999998 -0.088304999999999995 -0.080349999999999991 0.10698500000000001 0.08758500000000001 0.022040000000000008 0.088085000000000011 -0.094839999999999994 -0.14075499999999999 0.0050750000000000005 0.086510000000000017 -0.14213999999999999 -0.09602999999999999 -0.082885 -0.080689999999999998
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 7 -6 -7 -5 11 10 -10 12 15 14 -13 -1 -14 -12 -9
right_child=-2 -3 3 4 5 6 -8 18 9 -11 17 13 16 -15 -16 -17 -18 -19 -20
leaf_value=-0.00064294679261056012 -0.0020562920132902586 -0.0013349670566074321 0.0032685221806677753 -0.0018480559073015602 0.0029350580325354157 -0.00093883456464467839 0.00061392105876920784 0.0011643011166632604 -0.0020955069845014465 -0.002414540559272049 0.00048495762562986053 0.00018001064242638036 0.0017305235609804757 0.0027984548350282069 0.0027754858603841119 -0.0033446538484638777 -0.00030726756957463454 -0.00032310283909494026 -0.0010068882792283909
leaf_weight=91 60 88 59 71 58 118 363 56 67 69 357 1126 79 52 49 64 190 694 46
leaf_count=91 60 88 59 71 58 118 363 56 67 69 357 1126 79 52 49 64 190 694 46
internal_value=0 4.74909e-05 8.14269e-05 0.000470583 0.000237581 0.000523756 0.000231294 -0.000649295 -2.40066e-05 -0.00030238 -0.00017129 0.000175636 -0.000460034 0.000395964 0.000288944 -0.00176377 0.000288149 -4.78448e-05 0.000177112
internal_weight=0 3697 3609 771 712 539 481 173 2838 1187 1118 1651 424 1227 1175 155 269 1051 102
internal_count=3757 3697 3609 771 712 539 481 173 2838 1187 1118 1651 424 1227 1175 155 269 1051 102
is_linear=0
shrinkage=0.0995203


Tree=3637
num_leaves=19
num_cat=0
split_feature=21 0 3 3 26 0 2 6 21 18 3 3 3 18 3 3 1 26
split_gain=0.0213948 0.0149231 0.0395357 0.0551145 0.0141218 0.0210368 0.0459447 0.0307223 0.0161509 0.0340192 0.0221464 0.0608866 0.0247366 0.054132 0.0353387 0.021993 0.0318418 0.0166197
threshold=0.16638500000000003 -0.20796499999999998 0.089395000000000016 0.10749000000000002 0.11880500000000002 -0.055729999999999995 -0.073369999999999991 -0.097850000000000006 -0.0086749999999999987 -0.090254999999999988 0.097095000000000029 0.09587500000000003 0.10426500000000002 -0.064960000000000004 0.10583000000000002 0.086965000000000028 -0.011714999999999998 0.11538500000000003
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 8 6 -6 -8 9 -3 11 17 13 -12 -14 -11 -17 -10
right_child=-2 4 3 -5 5 -7 7 -9 10 15 12 -13 14 -15 -16 16 -18 -19
leaf_value=0.0030660683626136834 -0.0018516493279621103 0.0024364618042063014 -0.002006837986250926 0.0022437484790470644 0.0021939482435870648 0.0022446897253014719 0.00082725978030364711 -0.0021231089355678006 -0.00011282266857382216 0.0020000565979936651 0.0011681791091924406 0.0029531313248389885 0.002288659158411646 -0.0024246589560340585 -0.00044987029941659661 -0.0016263466463445084 0.00054213790489111629 0.0016594072647334874
leaf_weight=58 60 75 67 55 75 65 61 81 1744 51 56 69 50 158 688 105 185 54
leaf_count=58 60 75 67 55 75 65 61 81 1744 51 56 69 50 158 688 105 185 54
internal_value=0 4.27205e-05 0.000926556 -8.38798e-05 -2.28139e-06 0.00067291 0.000198328 -0.000849932 -6.1392e-05 0.000517032 -0.00014704 5.17469e-05 -0.000537749 -0.00148065 -0.000263224 9.24693e-05 -0.00024018 -5.91413e-05
internal_weight=0 3697 180 122 3517 282 217 142 3235 416 2819 1867 952 214 738 341 290 1798
internal_count=3757 3697 180 122 3517 282 217 142 3235 416 2819 1867 952 214 738 341 290 1798
is_linear=0
shrinkage=0.0995203


Tree=3638
num_leaves=19
num_cat=0
split_feature=5 21 17 5 0 6 6 21 20 18 8 18 8 5 26 18 18 6
split_gain=0.0238939 0.0179654 0.0159496 0.0227888 0.0659807 0.0554193 0.0432612 0.0362994 0.0162885 0.0159087 0.0418166 0.0894033 0.0491342 0.0426829 0.0245578 0.0143979 0.0134375 0.013363
threshold=0.6362850000000001 0.16638500000000003 0.26430000000000003 -0.045014999999999993 -0.080614999999999992 0.11690000000000002 0.087455000000000019 0.10470500000000002 -0.004729999999999999 0.089505000000000015 -0.057284999999999996 0.092545000000000016 -0.068099999999999994 -0.074569999999999984 0.089880000000000029 0.087505000000000013 0.084900000000000017 0.10449000000000003
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 6 -5 -6 7 8 -4 15 12 -12 14 -13 -11 16 17 -1
right_child=-2 -3 3 4 5 -7 -8 -9 -10 10 11 13 -14 -15 -16 -17 -18 -19
leaf_value=-2.1015968343784099e-05 -0.0021718426737173916 -0.0016673728800505308 -0.00055331366837664195 -0.0040395445382491735 0.0015951082196484503 -0.0024142805352067717 0.002867970281029844 0.0018290862221269964 -0.0028033616218805894 -0.00030862832925526436 0.0055356812437009628 -0.0016370128222259119 -0.0028210386670893192 0.0018698079711183891 0.0013008299625859008 -0.0013806568179057825 0.0014261719285866884 0.00097360359023752657
leaf_weight=2295 49 60 103 60 81 59 47 50 47 200 48 54 52 94 176 69 71 142
leaf_count=2295 49 60 103 60 81 59 47 50 47 200 48 54 52 94 176 69 71 142
internal_value=0 4.01848e-05 6.8494e-05 -0.000487946 -0.00127806 -8.87157e-05 0.000148506 -0.000486475 -0.00126379 0.000146453 0.00059741 0.00180141 4.41333e-05 0.000584761 0.000442558 3.694e-05 7.62673e-05 3.6603e-05
internal_weight=0 3708 3648 447 200 140 247 200 150 3201 624 196 428 148 376 2577 2508 2437
internal_count=3757 3708 3648 447 200 140 247 200 150 3201 624 196 428 148 376 2577 2508 2437
is_linear=0
shrinkage=0.0995203


Tree=3639
num_leaves=17
num_cat=0
split_feature=5 21 17 1 17 6 8 17 8 4 5 4 5 0 21 2
split_gain=0.0193736 0.0145673 0.0129328 0.0303772 0.035572 0.0283411 0.0255344 0.0144479 0.0158711 0.0218232 0.0196457 0.026774 0.0150817 0.014107 0.0200228 0.0138973
threshold=0.6362850000000001 0.16638500000000003 0.26430000000000003 -0.050379999999999994 0.40827500000000011 -0.0076549999999999995 -0.07743499999999999 0.22924500000000006 -0.26194999999999996 0.14123000000000005 -0.084089999999999984 0.11541000000000003 -0.45516499999999999 -0.086589999999999986 0.08846500000000003 0.09556000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 13 -6 8 10 15 12 -12 -1 14 -5 -10
right_child=-2 -3 3 5 6 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.00044844193762354375 -0.0019557006122134825 -0.0015014357100634371 -0.0034506022111716146 -0.0026294090744203662 0.0010072206568833848 0.0020533680798981622 -0.0019164464263875817 0.0017623111810666989 6.8209611716169239e-05 0.0022254564703185365 -0.0013081490427878765 0.0019025769160360944 -0.0029179383559014378 0.0005772917285917546 2.1639912597698491e-05 0.00093883290820288802
leaf_weight=48 49 60 59 48 59 64 59 53 2700 50 54 49 52 91 67 195
leaf_count=48 49 60 59 48 59 64 59 53 2700 50 54 49 52 91 67 195
internal_value=0 3.61197e-05 6.16328e-05 -0.000439386 -0.00145328 0.000222244 -0.000447676 0.000131853 0.000104142 0.000163039 -0.000746259 0.000211336 -0.00174077 -0.000342675 -0.00107777 0.000127135
internal_weight=0 3708 3648 447 177 270 118 3201 3148 2945 203 103 100 206 115 2895
internal_count=3757 3708 3648 447 177 270 118 3201 3148 2945 203 103 100 206 115 2895
is_linear=0
shrinkage=0.0995203


Tree=3640
num_leaves=14
num_cat=0
split_feature=10 5 3 29 24 6 5 5 26 8 3 3 3
split_gain=0.0261515 0.0197762 0.0126228 0.015319 0.013802 0.0131281 0.0217965 0.0270489 0.036656 0.0192505 0.0140637 0.0139702 0.0212997
threshold=0.089450000000000016 -0.035924999999999999 0.17152000000000003 -1.0000000180025095e-35 -0.070120000000000002 0.10681500000000003 0.089620000000000019 -0.045014999999999993 0.091570000000000026 -0.064125000000000001 0.14823500000000003 0.13730000000000006 0.13085500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 10 7 9 -9 -7 11 12 -6
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.0017451121094597395 0.00021741764176413784 0.0031245767623211524 -0.00017910808028341165 0.0022850849756489403 8.0330859688986785e-05 0.0016679534066678051 0.00072173404328615051 -0.0038763089278744307 -0.0006876679791194127 -0.0011627126508216368 -0.0016021349748246933 0.0014219447649677292 -0.0020110975160386097
leaf_weight=46 47 47 47 52 2997 47 90 58 95 48 50 75 49
leaf_count=46 47 47 47 52 2997 47 90 58 95 48 50 75 49
internal_value=0 0.00167971 -1.24671e-06 0.00110695 -3.23381e-05 -9.65177e-06 -0.000599452 -0.00108222 -0.00190179 0.000229105 5.29575e-05 7.97352e-05 4.6418e-05
internal_weight=0 94 3654 99 3555 3509 338 248 153 95 3171 3121 3046
internal_count=3748 94 3654 99 3555 3509 338 248 153 95 3171 3121 3046
is_linear=0
shrinkage=0.0995203


Tree=3641
num_leaves=16
num_cat=0
split_feature=0 2 7 0 18 18 18 18 18 0 2 2 2 5 4
split_gain=0.0308629 0.0526398 0.0207235 0.0195133 0.0116213 0.0244812 0.0692348 0.0330499 0.0327937 0.0296801 0.0214091 0.0371705 0.026541 0.017242 0.0223114
threshold=0.12433000000000002 -0.13535499999999998 -0.23835999999999999 0.099665000000000017 -0.090899999999999995 -0.022504999999999997 -0.032374999999999994 -0.018629999999999997 -0.014319999999999999 -0.077314999999999981 -0.084869999999999987 -0.087359999999999993 -0.095204999999999998 -0.0063549999999999995 0.090595000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 10 6 9 -7 -9 -6 11 12 -4 -12 -15
right_child=1 -3 3 -5 5 7 -8 8 -10 -11 13 -13 -14 14 -16
leaf_value=0.0020803299474033902 0.0036464426032976997 -0.00030010937544041645 0.0013165665949978864 -0.0017152412590031839 -0.00064286203247854602 0.0026209797531040256 -0.0034075253189219399 -0.0023696475243997154 7.1031231023450836e-05 0.0009846947748002315 -0.0015515219443561685 0.0034947886374492743 -0.001127961527993002 0.00059228608677410529 -0.0015901511082672363
leaf_weight=46 62 72 127 68 470 49 78 56 2067 145 66 51 67 268 56
leaf_count=46 62 72 127 68 470 49 78 56 2067 145 66 51 67 268 56
internal_value=0 0.0015198 -1.81451e-05 -4.54288e-05 -1.27529e-05 -9.83538e-05 -0.000613494 6.56304e-05 6.26592e-06 -0.000257798 0.000372173 0.00110149 0.000468103 -8.38881e-05 0.000212548
internal_weight=0 134 3614 3568 3500 2865 693 2172 2123 615 635 245 194 390 324
internal_count=3748 134 3614 3568 3500 2865 693 2172 2123 615 635 245 194 390 324
is_linear=0
shrinkage=0.0995203


Tree=3642
num_leaves=14
num_cat=0
split_feature=0 9 17 0 17 2 7 18 17 17 18 18 18
split_gain=0.0250034 0.0654362 0.0169101 0.0383309 0.0293132 0.0274641 0.0166607 0.0129207 0.0278207 0.0320699 0.0239848 0.0614908 0.025296
threshold=0.12433000000000002 0.095415000000000014 -0.54604999999999992 0.042275000000000014 -0.53166999999999998 -0.08569499999999998 -0.23835999999999999 -0.090899999999999995 -0.0064000000000000003 -0.12118 -0.013125 -0.026374999999999999 -0.011569999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -4 -1 -6 8 9 -8 11 -9 -12
right_child=1 -3 4 -5 6 -7 7 10 -10 -11 12 -13 -14
leaf_value=0.0016880000625904099 -0.00026611154128249948 0.0043126679390978803 0.0022298147709413139 -0.0034406874435570708 0.0018732950721171192 -0.0013666206107722204 0.0007335710430410214 -0.00017149941264499332 0.0022760536280125128 -0.0009661259318988778 0.0022697519131578713 -0.0024721280505521693 2.6108728977286344e-06
leaf_weight=51 86 48 59 46 46 68 314 631 69 169 50 141 1970
leaf_count=51 86 48 59 46 46 68 314 631 69 169 50 141 1970
internal_value=0 0.00136794 -1.63167e-05 -0.00100069 3.05383e-05 -5.06181e-05 -7.4967e-06 -3.36137e-05 0.000406003 0.000137158 -0.000120823 -0.000592752 5.91335e-05
internal_weight=0 134 3614 165 3449 119 3390 3344 552 483 2792 772 2020
internal_count=3748 134 3614 165 3449 119 3390 3344 552 483 2792 772 2020
is_linear=0
shrinkage=0.0995203


Tree=3643
num_leaves=11
num_cat=0
split_feature=5 24 10 10 6 3 26 0 5 0
split_gain=0.0228754 0.0116462 0.00957033 0.0141907 0.00928624 0.0213556 0.0383218 0.01169 0.0301658 0.0268156
threshold=0.6362850000000001 -0.071649999999999991 0.091870000000000021 0.086165000000000019 0.10681500000000003 0.092510000000000023 0.096535000000000024 -0.084369999999999987 -0.011964999999999998 -0.082494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -7 8 -3 -9
right_child=-2 2 -4 -5 5 6 -8 9 -10 -11
leaf_value=-0.0015719396614477632 0.0021883315586983159 0.0001394355818254474 0.0013243874204275587 -0.0014442414629831342 -0.0021002909670588656 0.00082469049884487621 -0.0015144539229081872 0.0013906773136061086 -0.00086551768411655388 0.00012347286929441722
leaf_weight=46 48 1203 55 66 64 177 114 188 392 1395
leaf_count=46 48 1203 55 66 64 177 114 188 392 1395
internal_value=0 1.47223e-06 2.15039e-05 1.36571e-06 2.86028e-05 -0.000453792 -8.88623e-05 8.27466e-05 -0.000107037 0.000274486
internal_weight=0 3700 3654 3599 3533 355 291 3178 1595 1583
internal_count=3748 3700 3654 3599 3533 355 291 3178 1595 1583
is_linear=0
shrinkage=0.0995203


Tree=3644
num_leaves=8
num_cat=0
split_feature=30 12 8 4 4 10 17
split_gain=0.049528 0.0242955 0.0139384 0.0164727 0.0290868 0.0170951 0.0213
threshold=-0.020805000000000001 0.098385000000000028 -0.49499500000000002 0.15116500000000005 0.13744000000000003 0.09056500000000002 -0.54752499999999993
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=0.0031328894933014932 -0.0015573537083722643 -0.0024261580980697263 -0.0012354523150343566 -0.0019095859133812689 0.0019364532508460179 0.0015110402593301283 -8.5445476664515848e-05
leaf_weight=46 66 46 168 49 70 63 3229
leaf_count=46 66 46 168 49 70 63 3229
internal_value=0 -0.000152346 -0.000123425 -9.67538e-05 -7.13579e-05 -0.000112215 -0.000142561
internal_weight=0 3691 3645 3579 3530 3460 3397
internal_count=3737 3691 3645 3579 3530 3460 3397
is_linear=0
shrinkage=0.0995203


Tree=3645
num_leaves=10
num_cat=0
split_feature=30 13 35 7 3 17 3 18 0
split_gain=0.0401634 0.0160681 0.01021 0.0126321 0.0273481 0.012247 0.0122306 0.0118899 0.0112578
threshold=-0.020805000000000001 0.088785000000000017 -0.076159999999999992 0.082845000000000016 0.014805000000000004 -0.0094900000000000002 0.081685000000000021 -0.037059999999999989 -0.0033699999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 -5 -6 -8 -2
right_child=1 -3 3 5 6 -7 7 -9 -10
leaf_value=0.0028211038159827954 -9.6671631873418995e-05 -0.0019866890382049989 0.0020514180662404408 -9.3822180268486225e-05 -0.0015643034533562323 -0.0023606959590335942 0.00018220259437577997 -0.00020868151998537369 -0.0022513812764341861
leaf_weight=46 52 46 60 49 55 47 1206 2130 46
leaf_count=46 52 46 60 49 55 47 1206 2130 46
internal_value=0 -0.000137228 -0.000113663 -8.57276e-05 -5.41548e-05 -0.00121217 -9.1652e-05 -6.71273e-05 -0.00111642
internal_weight=0 3691 3645 3547 3451 96 3391 3336 98
internal_count=3737 3691 3645 3547 3451 96 3391 3336 98
is_linear=0
shrinkage=0.0995203


Tree=3646
num_leaves=15
num_cat=0
split_feature=4 3 0 0 3 38 3 18 9 26 17 0 4 4
split_gain=0.0271456 0.0157368 0.0195885 0.0194835 0.0269432 0.0219514 0.00990871 0.0918245 0.00934507 0.0249313 0.021329 0.0189389 0.00978397 0.0115396
threshold=0.15834500000000004 0.081685000000000021 0.032270000000000014 -0.117355 -0.14674999999999996 -0.072014999999999996 0.083955000000000016 -0.011569999999999999 0.11408000000000003 0.31428500000000009 -0.026504999999999997 -0.063914999999999986 0.14039500000000002 0.13312000000000004
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 -3 9 12 -10 -12 13 -8
right_child=-2 6 -4 4 5 -7 8 -9 10 -11 11 -13 -14 -15
leaf_value=-0.0022639188169736929 0.0022851163796280484 0.0037222000265347147 -0.002610576699539091 0.001937994552446529 0.00028210310333905581 -0.0024285440054518563 -9.6582518823814021e-05 -0.0016461423647323812 -0.0005707408571275866 -0.0022395888004668428 0.0026222010994860884 -1.6449371310126781e-05 0.0012255837681579009 -0.0014920875911554519
leaf_weight=46 47 58 51 52 76 48 2923 69 89 55 63 46 54 60
leaf_count=46 47 58 51 52 76 48 2923 69 89 55 63 46 54 60
internal_value=0 -0.000121131 -0.000848478 -0.000439983 3.20763e-05 -0.000760578 -6.278e-05 0.000799096 -9.62988e-05 -0.000138956 0.000565701 0.00150113 -0.000100644 -0.000124926
internal_weight=0 3690 273 222 176 124 3417 127 3290 3092 198 109 3037 2983
internal_count=3737 3690 273 222 176 124 3417 127 3290 3092 198 109 3037 2983
is_linear=0
shrinkage=0.0995203


Tree=3647
num_leaves=12
num_cat=0
split_feature=30 12 8 35 1 2 27 20 27 1 26
split_gain=0.0322067 0.0176508 0.0107927 0.0103977 0.0159364 0.0229889 0.0132104 0.0313723 0.0135072 0.0125318 0.00448495
threshold=-0.020805000000000001 0.098385000000000028 -0.49499500000000002 -0.076159999999999992 0.42491000000000007 0.0066850000000000008 0.085370000000000015 -0.084949999999999984 0.078745000000000023 0.51334500000000016 -0.084149999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 6 9 8 -8 -5 -6 -4
right_child=1 -3 3 4 5 -7 7 -9 -10 -11 -12
leaf_value=0.00253463317883117 -0.0013515221843203218 -0.0020525896854375753 -0.0018089837672796846 -6.3015280146766332e-05 0.0030273278538554501 -0.0004662811246936092 -0.002972757352785565 -0.00013683800406273528 0.0015101973881653148 0.00073669242727897354 -0.00039891450977694689
leaf_weight=46 66 46 46 3060 49 69 52 153 55 48 47
leaf_count=46 66 46 46 3060 49 69 52 153 55 48 47
internal_value=0 -0.000114499 -8.98154e-05 -6.63197e-05 -3.83702e-05 0.000912813 -8.6176e-05 -0.000860187 -3.4975e-05 0.00190226 -0.00110517
internal_weight=0 3691 3645 3579 3486 166 3320 205 3115 97 93
internal_count=3737 3691 3645 3579 3486 166 3320 205 3115 97 93
is_linear=0
shrinkage=0.0995203


Tree=3648
num_leaves=23
num_cat=0
split_feature=26 3 2 9 21 18 9 6 1 3 9 6 6 0 26 18 6 26 9 2 3 4
split_gain=0.0149008 0.0536384 0.0648667 0.0411423 0.0472852 0.0380734 0.0375857 0.0209594 0.0348143 0.0725635 0.129198 0.0494857 0.0189019 0.0337873 0.0694431 0.0503715 0.0146157 0.0179922 0.0315959 0.0592908 0.0128455 0.0204798
threshold=0.10924500000000002 0.090360000000000024 -0.080644999999999994 0.11296000000000002 0.093835000000000016 0.090285000000000018 0.12188500000000002 0.10449000000000003 -0.067015000000000005 0.10850000000000003 0.091615000000000016 0.11690000000000002 0.091180000000000025 -0.076154999999999987 0.088325000000000028 -0.0063699999999999998 0.090195000000000011 0.093835000000000016 0.088325000000000028 -0.078244999999999995 0.16149500000000003 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
left_child=7 -2 -3 4 5 -4 -5 12 11 10 -10 -9 16 14 -14 -16 17 20 -19 -20 21 -1
right_child=1 2 3 6 -6 -7 -8 8 9 -11 -12 -13 13 -15 15 -17 -18 18 19 -21 -22 -23
leaf_value=-7.1337966242103715e-05 0.0031270491041709408 -0.0030110732854617328 0.004483267538805619 -0.0027444775391632782 -0.00061145257458744182 0.0010884171072435842 0.00075436824533524631 0.0010373610328005434 0.0069153082171973549 -0.00097729194689014955 -3.0294003525074748e-05 -0.0026315107743959229 0.00060057286009011334 0.00097108748557531415 -0.0053665929918181683 -0.0010150949135770725 0.0013974065446783139 0.0010179971736200767 -0.0047256015792484637 -0.00042919564722084376 -0.0012827425687626101 0.0020489608781997675
leaf_weight=2325 66 58 58 56 71 77 66 90 50 65 56 61 75 62 57 50 62 53 47 100 84 46
leaf_count=2325 66 58 58 56 71 77 66 90 50 65 56 61 75 62 57 50 62 53 47 100 84 46
internal_value=0 0.000505011 5.45626e-05 0.000599153 0.00145837 0.00255301 -0.00084495 -0.000104363 0.000657603 0.00163104 0.00323821 -0.000439345 -0.000187501 -0.00102697 -0.00171213 -0.00334083 -0.00011181 -0.000147362 -0.00105535 -0.00180845 -7.30586e-05 -2.98565e-05
internal_weight=0 452 386 328 206 135 122 3283 322 171 106 151 2961 244 182 107 2717 2655 200 147 2455 2371
internal_count=3735 452 386 328 206 135 122 3283 322 171 106 151 2961 244 182 107 2717 2655 200 147 2455 2371
is_linear=0
shrinkage=0.0995203


Tree=3649
num_leaves=20
num_cat=0
split_feature=6 26 6 5 5 9 3 0 26 18 18 6 0 11 38 6 4 23 1
split_gain=0.0122472 0.0272062 0.0787951 0.026409 0.0513502 0.062328 0.0453714 0.0269025 0.0639419 0.0350889 0.0810287 0.0196628 0.0194536 0.0126014 0.0122928 0.0107549 0.0154293 0.0111958 0.0214799
threshold=0.091615000000000016 0.10603500000000003 0.096435000000000021 -0.068984999999999991 -0.013944999999999999 0.091750000000000012 0.099145000000000025 -0.078809999999999991 0.088545000000000026 -0.067359999999999989 -0.087529999999999983 0.090460000000000026 -0.06340999999999998 0.083750000000000033 -0.083229999999999985 -0.46637499999999998 0.12719000000000005 0.086650000000000019 0.44303500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 3 -3 6 5 -5 -2 8 -6 10 -9 13 -4 14 -1 16 -16 18 -17
right_child=1 2 12 4 7 -7 -8 9 -10 -11 -12 -13 -14 -15 15 17 -18 -19 -20
leaf_value=0.0014602975932030398 -0.0029176623975314211 0.0045814340280335803 -0.00093398764684887736 0.0044448997571875674 0.00086324158800034768 -0.00033566512164074188 0.0010847726636628659 -0.00075379145000343379 -0.0035613287335584097 -0.0011939635087797856 0.0047353573020021906 -0.0016171621012733401 0.0015802211758710572 0.0014054524117892155 8.3036298845993073e-05 -0.00010382533268969746 -0.0021614516904683734 -0.0015341705115147696 0.0017274398346526739
leaf_weight=49 71 54 78 58 63 50 46 61 66 73 47 84 50 56 59 2592 61 52 65
leaf_count=49 71 54 78 58 63 50 46 61 66 73 47 84 50 56 59 2592 61 52 65
internal_value=0 0.000342069 0.00139317 -1.39734e-05 0.000354406 0.0022241 -0.00133706 -0.00029433 -0.00139415 0.000484995 0.00162743 -0.000115415 4.17299e-05 -7.21407e-05 -0.000101176 -0.000128511 -0.00105109 -8.73417e-05 -5.87177e-05
internal_weight=0 717 182 535 418 108 117 310 129 181 108 3018 128 2934 2878 2829 120 2709 2657
internal_count=3735 717 182 535 418 108 117 310 129 181 108 3018 128 2934 2878 2829 120 2709 2657
is_linear=0
shrinkage=0.0995203


Tree=3650
num_leaves=21
num_cat=0
split_feature=26 9 2 26 2 9 9 18 26 6 6 18 2 26 17 18 36 26 18 6
split_gain=0.0102946 0.0190559 0.0625691 0.0340774 0.0325166 0.0434712 0.0475232 0.0306697 0.0178853 0.0165975 0.0328682 0.0343118 0.025729 0.0182077 0.0152427 0.0115006 0.0238131 0.0182072 0.0179486 0.0212391
threshold=0.10144500000000002 0.092465000000000033 -0.080744999999999997 0.11790500000000002 -0.077604999999999993 0.099125000000000033 0.11296000000000002 0.087505000000000013 0.098495000000000013 0.10449000000000003 0.12638500000000005 -0.074709999999999985 -0.065999999999999989 0.091765000000000027 -0.56655999999999984 0.088250000000000009 0.088355000000000031 0.095385000000000011 0.090285000000000018 -0.092434999999999989
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 -3 -2 -4 -6 -7 -8 9 14 11 -11 -12 -13 -1 16 17 -16 -17 -20
right_child=1 2 4 -5 5 6 7 -9 -10 10 12 13 -14 -15 15 18 -18 -19 19 -21
leaf_value=-0.001655019918927819 0.0026122569882441639 -0.0031327043245008143 0.0026555701402473453 -0.0001337500386827563 -0.0026413979410267016 0.0025703757992260111 -0.001878985723793538 0.0010894482592764549 -0.0018735645740015116 0.0035409264706476595 -0.0023258296820389242 -0.00095860029680812982 0.00057903800886629966 0.0016968547437284929 -0.00019995533774174582 0.0021927490245283003 0.0016132370779179243 -0.0018923300438182854 0.0014620252695914087 -0.0002315803702509504
leaf_weight=64 88 55 57 90 49 80 73 65 55 58 49 46 78 57 2163 47 70 65 94 332
leaf_count=64 88 55 57 90 49 80 73 65 55 58 49 46 78 57 2163 47 70 65 94 332
internal_value=0 0.000369733 -2.7079e-05 0.00121923 0.000497584 3.38243e-05 0.000638891 -0.000474878 -9.40033e-05 -6.24008e-05 0.000656938 0.00160248 -0.000535292 0.000502976 -0.000135765 -0.000100381 -0.000192593 -0.000249696 0.000345888 0.000140205
internal_weight=0 557 379 178 324 267 218 138 3178 3123 288 161 127 103 2835 2771 2298 2228 473 426
internal_count=3735 557 379 178 324 267 218 138 3178 3123 288 161 127 103 2835 2771 2298 2228 473 426
is_linear=0
shrinkage=0.0995203


Tree=3651
num_leaves=8
num_cat=0
split_feature=2 30 7 5 2 2 7
split_gain=0.0103472 0.011525 0.0108907 0.00955089 0.0140221 0.0251239 0.0122996
threshold=0.50951500000000005 -1.0000000180025095e-35 -0.068034999999999998 0.6362850000000001 -0.24206999999999998 -0.23128999999999997 0.085015000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=-0.0015913193852928921 0.0013323021167064742 -0.0012173694607712305 -0.001667125946835325 -0.0013773344923815379 0.0023307563390569819 4.2987601895358546e-05 -0.0012132886389089298
leaf_weight=47 55 74 48 49 47 3336 79
leaf_count=47 55 74 48 49 47 3336 79
internal_value=0 -4.26424e-05 -2.23818e-05 2.23479e-06 2.1727e-05 4.53791e-05 1.36861e-05
internal_weight=0 3680 3633 3559 3510 3462 3415
internal_count=3735 3680 3633 3559 3510 3462 3415
is_linear=0
shrinkage=0.0995203


Tree=3652
num_leaves=10
num_cat=0
split_feature=10 29 10 36 29 26 26 21 36
split_gain=0.0567583 0.0170799 0.0161628 0.0110949 0.0122851 0.0137544 0.017977 0.0141094 0.00740977
threshold=0.090150000000000022 -0.11266 0.087405000000000024 0.086430000000000021 -0.085039999999999991 0.15583500000000003 0.11991000000000003 0.091230000000000019 0.091745000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -7 -5
right_child=-2 2 -4 8 5 7 -8 -9 -10
leaf_value=0.0019309494948398669 -0.0025016845314330665 0.0015407876479456354 0.0018737996185298963 -0.0018914624872724806 4.743667180389196e-05 0.0023205071258907508 -0.0011936508902439422 0.00014933724407182488 -0.00015783917767295185
leaf_weight=49 86 55 48 48 3147 52 120 71 52
leaf_count=49 86 55 48 48 3147 52 120 71 52
internal_value=0 8.49139e-05 5.95104e-05 3.47137e-05 6.49333e-05 4.07472e-05 1.59976e-06 0.00107389 -0.000998165
internal_weight=0 3642 3593 3545 3445 3390 3267 123 100
internal_count=3728 3642 3593 3545 3445 3390 3267 123 100
is_linear=0
shrinkage=0.0995203


Tree=3653
num_leaves=16
num_cat=0
split_feature=20 11 21 4 4 4 18 2 4 9 30 21 0 20 0
split_gain=0.0262056 0.0145283 0.026282 0.0211437 0.0520992 0.033068 0.0284599 0.0266609 0.0163793 0.0139124 0.0354689 0.0145969 0.0127524 0.0332365 0.0134793
threshold=0.24030500000000005 -0.15511999999999998 0.088715000000000016 0.10606500000000003 0.10300500000000003 0.10876500000000001 -0.064454999999999998 0.42136500000000005 0.11860000000000002 -0.012169999999999999 0.084350000000000022 0.093835000000000016 -0.11239999999999999 -0.092114999999999989 0.12387500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 -5 -7 8 -8 10 11 -3 13 -11 -14
right_child=-2 3 -4 5 -6 6 7 -9 -10 12 -12 -13 14 -15 -16
leaf_value=0.0028844820477506826 -0.0018844964405875114 0.0033931337621944135 -0.00037893597809936458 -0.0026344972520427673 0.0026800808940973344 0.0020536298060478903 -0.0011840590550734648 -0.0025680266181685833 0.00030755214473126592 0.0016620499014019488 -0.00056503916157466915 0.00098147487192777431 0.00011505457781544267 -0.0011048951217013988 -0.0012568084962903707
leaf_weight=49 70 49 48 67 77 47 110 55 215 52 89 53 2430 244 73
leaf_count=49 70 49 48 67 77 47 110 55 215 52 89 53 2430 244 73
internal_value=0 5.92737e-05 0.00126116 2.63051e-05 0.000123849 -0.000577642 -0.000252986 -0.000540433 -0.000194782 5.77462e-05 0.000879546 0.00214804 1.37518e-06 -0.000616044 7.47171e-05
internal_weight=0 3658 97 3561 3067 494 427 380 325 2990 191 102 2799 296 2503
internal_count=3728 3658 97 3561 3067 494 427 380 325 2990 191 102 2799 296 2503
is_linear=0
shrinkage=0.0995203


Tree=3654
num_leaves=9
num_cat=0
split_feature=10 10 4 4 23 1 3 1
split_gain=0.0451136 0.0134317 0.0131276 0.0104137 0.0159592 0.0208726 0.0242255 0.0126699
threshold=0.090150000000000022 0.087405000000000024 0.15221500000000004 0.14154500000000006 -0.046924999999999994 0.41897000000000012 0.11523000000000001 0.40780000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=-0.0015210644250433735 -0.0022323380764360957 0.0017280016342822691 0.0014991334267406551 -0.0013320344998275246 5.8401688350677868e-05 0.0030146278739784211 2.6708872010685827e-05 -0.0014252660104569648
leaf_weight=63 86 48 61 55 3248 51 58 58
leaf_count=63 86 48 61 55 3248 51 58 58
internal_value=0 7.37066e-05 5.13847e-05 2.61565e-05 4.78698e-05 7.70533e-05 0.00143224 3.21248e-05
internal_weight=0 3642 3594 3533 3478 3415 109 3306
internal_count=3728 3642 3594 3533 3478 3415 109 3306
is_linear=0
shrinkage=0.0995203


Tree=3655
num_leaves=14
num_cat=0
split_feature=10 17 17 17 17 6 0 0 3 4 1 4 21
split_gain=0.0366475 0.0119529 0.0279258 0.0274963 0.0132068 0.0229133 0.0435403 0.0335056 0.0137546 0.00995292 0.0278825 0.0234669 0.00680743
threshold=0.091080000000000022 -0.55286000000000002 -0.54604999999999992 -0.56655999999999984 -0.41426000000000002 -0.07664 -0.067059999999999995 -0.077624999999999986 0.17152000000000003 0.13491500000000003 0.51334500000000016 0.12631500000000004 0.088120000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4 7 -7 9 11 -11 -6 -10
right_child=-2 2 4 -5 8 6 -8 -9 12 10 -12 -13 -14
leaf_value=-0.00023876841034573215 -0.0021444101133593772 -0.0023302810282495139 -0.0007416359012037164 0.0026669264266615334 -4.4339500590533893e-05 0.0014492305212724778 0.0029578274440983689 -0.0015105740287329518 0.0020542665472281338 -0.0020038705563742536 0.0009451082622060048 0.0017276329582829361 0.00033592923027350919
leaf_weight=75 76 49 84 56 2844 87 86 67 46 83 51 76 48
leaf_count=75 76 49 84 56 2844 87 86 67 46 83 51 76 48
internal_value=0 6.3501e-05 2.85332e-05 0.000997112 6.20587e-05 0.000667073 0.00116353 0.000156208 0 -3.67071e-05 -0.000875389 1.50001e-06 0.00118553
internal_weight=0 3652 3521 131 3472 324 240 154 3148 3054 134 2920 94
internal_count=3728 3652 3521 131 3472 324 240 154 3148 3054 134 2920 94
is_linear=0
shrinkage=0.0995203


Tree=3656
num_leaves=12
num_cat=0
split_feature=28 7 23 1 5 3 18 17 1 1 1
split_gain=0.0232033 0.0179005 0.0167259 0.0132043 0.0291831 0.01269 0.0472619 0.0232473 0.0179764 0.0468391 0.022351
threshold=0.083225000000000021 -0.23801999999999998 -0.067359999999999989 0.51334500000000016 -0.49053999999999998 0.084955000000000017 0.088250000000000009 -0.011809999999999999 -0.080500000000000002 -0.081889999999999991 -0.07825
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 -4 9 -7 -10
right_child=-2 2 3 4 -6 8 -8 -9 10 -11 -12
leaf_value=-0.0018718914796843659 0.0018595536540620013 0.00178147190164558 0.00082143609549856049 0.00050935275903055274 -0.0028828316570162376 -0.00018473416577860445 0.0029667742674174416 -0.000572232832256591 0.0015156906503147748 -0.002765437380401253 4.5238145255007989e-05
leaf_weight=49 69 54 243 52 48 742 67 231 108 77 2002
leaf_count=49 69 54 243 52 48 742 67 231 108 77 2002
internal_value=0 1.71615e-05 4.29292e-05 1.64026e-05 -0.00111071 4.91202e-05 0.000492047 0.000140516 -3.24109e-05 -0.000428364 0.000120891
internal_weight=0 3673 3624 3570 100 3470 541 474 2929 819 2110
internal_count=3742 3673 3624 3570 100 3470 541 474 2929 819 2110
is_linear=0
shrinkage=0.0995203


Tree=3657
num_leaves=9
num_cat=0
split_feature=28 7 27 23 0 9 17 3
split_gain=0.0188139 0.0147695 0.00891346 0.0113969 0.0108104 0.00888845 0.0222594 0.0199656
threshold=0.083225000000000021 -0.10984999999999999 -0.038765000000000001 -0.067359999999999989 0.15238000000000004 0.085850000000000024 0.059130000000000009 0.089095000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -7
right_child=-2 2 3 4 -6 7 -8 -9
leaf_value=-0.0014828002469782578 0.0016744904551004279 -0.0010094176125921828 0.0016055940512987507 3.3536708332194872e-05 0.0013163135442584575 -0.00065183072566513394 0.0010886734370008134 6.9341446340496354e-05
leaf_weight=64 69 78 47 1190 65 511 238 1480
leaf_count=64 69 78 47 1190 65 511 238 1480
internal_value=0 1.54536e-05 4.22496e-05 6.57129e-05 4.47045e-05 2.029e-05 0.000209966 -0.00011534
internal_weight=0 3673 3609 3531 3484 3419 1428 1991
internal_count=3742 3673 3609 3531 3484 3419 1428 1991
is_linear=0
shrinkage=0.0995203


Tree=3658
num_leaves=11
num_cat=0
split_feature=28 2 23 1 2 30 0 0 20 29
split_gain=0.0152544 0.0138952 0.0101503 0.0109809 0.033041 0.0102124 0.00952068 0.0509853 0.02328 0.00458857
threshold=0.083225000000000021 0.41639000000000009 -0.066844999999999988 0.50644500000000015 -0.021165 0.091195000000000012 -0.083589999999999984 -0.082794999999999994 -0.011044999999999999 -0.071919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 8 -8 -4 -7
right_child=-2 -3 3 4 -6 9 7 -9 -10 -11
leaf_value=0.0014829569757820831 0.0015078448376140807 -0.0011933883358975861 -0.00020057137914067082 0.00088521891886078033 -0.0026596664340905957 0.0017590656946347815 -0.0025155131285436129 -1.3692661087882338e-05 0.00055056603491921341 0.00041193538006856716
leaf_weight=48 69 92 771 49 55 47 85 1601 867 58
leaf_count=48 69 92 771 49 55 47 85 1601 867 58
internal_value=0 1.39378e-05 4.5184e-05 2.54184e-05 -0.000981609 5.61999e-05 2.54223e-05 -0.000140308 0.000196509 0.00102273
internal_weight=0 3673 3581 3533 104 3429 3324 1686 1638 105
internal_count=3742 3673 3581 3533 104 3429 3324 1686 1638 105
is_linear=0
shrinkage=0.0995203


Tree=3659
num_leaves=28
num_cat=0
split_feature=3 8 17 26 17 1 0 0 2 17 3 5 8 8 3 8 8 17 8 3 8 3 3 26 3 8 5
split_gain=0.0138841 0.0281695 0.0688812 0.0372434 0.0313062 0.0793079 0.0741249 0.0669752 0.0511149 0.0443823 0.0761458 0.0346973 0.0219593 0.0602169 0.0245261 0.0242769 0.0228439 0.0563764 0.0221968 0.0528742 0.0304768 0.0141352 0.0385691 0.0322216 0.020216 0.0128421 0.0209703
threshold=0.085195000000000007 -0.090969999999999995 -0.015100000000000001 0.085465000000000027 -0.00067499999999999993 -0.085574999999999998 -0.085754999999999984 -0.091134999999999994 -0.086304999999999993 0.11180000000000002 0.0040650000000000009 -0.0083599999999999994 -0.087129999999999999 -0.086254999999999984 0.085625000000000021 -0.08569499999999998 -0.088874999999999996 -0.014289999999999999 -0.083849999999999994 0.091295000000000029 -0.083390000000000006 0.090835000000000013 0.088535000000000016 0.086580000000000032 0.093835000000000016 -0.092094999999999996 -0.46834999999999999
decision_type=2 2 2 2 2 2 2 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 -7 11 10 -6 -3 16 -14 -15 -16 21 -18 19 -17 -20 22 23 -2 -23 26 -26
right_child=12 4 3 -5 9 6 -8 -9 -10 -11 -12 -13 13 14 15 18 17 -19 20 -21 -22 24 -24 -25 25 -27 -28
leaf_value=0.0046099687058318494 0.001707316349031206 -0.0024173276094895638 -0.00097779983370721406 0.0025025942560161505 -0.00023161287531938099 -0.00095798440372090669 0.00088784367214084106 -0.0061194009450787233 0.003085015158211316 -0.0013103376431352863 0.00501792039176625 0.0013268530822670183 0.0026850600603893658 -0.0022727240207979357 -0.0021874618874039649 0.0025657380857027285 0.00019972402009392894 -0.0038366806096835305 -0.0023903201579357426 -0.0014381230217872533 7.4120559415175318e-05 -0.0023322403194476014 0.0029002098571871077 -0.0015233875696682448 0.00093014830917668523 0.0012323669886603762 -0.00094364011595425026
leaf_weight=51 47 47 83 48 56 47 52 54 68 48 53 51 86 46 47 101 73 64 51 48 1945 56 48 87 76 47 262
leaf_count=51 47 47 83 48 56 47 52 54 68 48 53 51 86 46 47 101 73 64 51 48 1945 56 48 87 76 47 262
internal_value=0 0.000452692 0.00150591 0.00029121 4.82711e-05 -0.000516146 -0.00215232 -0.00372566 0.000986965 0.00120029 0.0023134 -0.000460472 -5.07554e-05 0.000100813 1.14193e-06 4.92334e-05 -0.000515313 -0.00167992 9.86243e-05 0.00127041 1.07412e-05 -0.000257897 0.000477579 -0.000384121 -0.000563284 -0.000303854 -0.000519893
internal_weight=0 658 182 131 476 319 153 101 166 157 109 98 3084 2324 2238 2192 760 137 2145 149 1996 623 182 134 441 385 338
internal_count=3742 658 182 131 476 319 153 101 166 157 109 98 3084 2324 2238 2192 760 137 2145 149 1996 623 182 134 441 385 338
is_linear=0
shrinkage=0.0995203


Tree=3660
num_leaves=11
num_cat=0
split_feature=10 0 8 36 0 1 1 19 3 38
split_gain=0.027256 0.0193313 0.031913 0.0202517 0.0182655 0.0105755 0.019206 0.027396 0.0106263 0.00885421
threshold=0.09056500000000002 0.12433000000000002 0.041960000000000011 0.086430000000000021 0.061855000000000014 -0.50597999999999999 -0.10241499999999999 0.078495000000000023 0.17152000000000003 -0.080750000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -7 -8 -5
right_child=-2 2 -4 9 -6 6 8 -9 -10 -11
leaf_value=-0.0012764420257131513 0.0017323702903321377 0.00019349222552871831 -0.0030217080477130081 -0.002271764558841787 0.0016280690894483333 0.0015418790310000347 -9.2128182368886658e-05 -0.00074225517710380031 0.0011066646452572416 -0.00037619782136627219
leaf_weight=65 85 65 57 55 68 172 2988 74 75 46
leaf_count=65 85 65 57 55 68 172 2988 74 75 46
internal_value=0 -7.01212e-05 -0.00130198 -2.74721e-05 1.30501e-05 -1.92565e-05 5.19148e-06 0.000851454 -6.25075e-05 -0.00141654
internal_weight=0 3665 122 3543 3442 3374 3309 246 3063 101
internal_count=3750 3665 122 3543 3442 3374 3309 246 3063 101
is_linear=0
shrinkage=0.0995203


Tree=3661
num_leaves=10
num_cat=0
split_feature=10 36 10 28 18 18 18 5 7
split_gain=0.0221019 0.0144027 0.0137845 0.0119651 0.00904482 0.0489913 0.0346732 0.0230038 0.0121185
threshold=0.09056500000000002 0.090760000000000021 0.086165000000000019 0.10217500000000003 0.088250000000000009 0.086285000000000014 0.089775000000000021 0.23074000000000006 -0.068034999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -6 -8 -1
right_child=-2 -3 -4 -5 6 -7 7 -9 -10
leaf_value=-0.0015184450778699717 0.0015599644409347926 -0.0015552387191421861 -0.0013719851124546565 -0.0016029141539943375 0.0025840118886829811 -0.0030162195023334592 -3.1216835539090092e-05 0.0020980998572752139 1.6116380453849048e-05
leaf_weight=52 85 63 75 46 61 55 715 54 2544
leaf_count=52 85 63 75 46 61 55 715 54 2544
internal_value=0 -6.31649e-05 -3.68409e-05 -8.21752e-06 1.26206e-05 -7.6896e-05 0.000299521 0.000117242 -1.43068e-05
internal_weight=0 3665 3602 3527 3481 2651 830 769 2596
internal_count=3750 3665 3602 3527 3481 2651 830 769 2596
is_linear=0
shrinkage=0.0995203


Tree=3662
num_leaves=15
num_cat=0
split_feature=28 35 2 3 27 4 1 3 1 11 4 9 4 8
split_gain=0.0113909 0.00985912 0.00738149 0.0242116 0.0500243 0.0174773 0.0219095 0.0269266 0.0267041 0.0102115 0.0278542 0.0140419 0.0259452 0.0182977
threshold=0.10217500000000003 0.004000000000000001 -0.095649999999999999 0.084685000000000024 0.073825000000000016 0.10724500000000002 -0.42149500000000001 0.096775000000000014 -0.50597999999999999 -0.11166 0.14699000000000004 -0.095314999999999997 0.11541000000000003 0.10528000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 -5 -4 11 12 -11 -13
right_child=-2 -3 9 5 -6 -7 7 -9 -10 10 -12 13 -14 -15
leaf_value=0.0038168552602389156 -0.0015468705317512135 -0.0014359896733050161 0.0012007970938730671 0.0002034147926049924 -0.00058597222248733003 0.0015824844095088065 -0.00043358575698342804 0.0017724920371188708 -0.0030544783991570536 -4.720133171471668e-05 -0.002330801102327714 -4.2177926415314599e-05 0.0028203565836054864 -0.0019633730941939049
leaf_weight=54 48 47 64 47 48 61 178 79 52 88 53 2833 48 50
leaf_count=54 48 47 64 47 48 61 178 79 52 88 53 2833 48 50
internal_value=0 -3.60225e-06 1.4593e-05 0.000362411 0.00173691 2.42393e-05 -0.000240464 0.000241362 -0.00149953 -4.2709e-05 -6.88819e-05 -2.89016e-05 0.000958859 -7.57813e-05
internal_weight=0 3702 3655 519 102 417 356 257 99 3136 3072 3019 136 2883
internal_count=3750 3702 3655 519 102 417 356 257 99 3136 3072 3019 136 2883
is_linear=0
shrinkage=0.0995203


Tree=3663
num_leaves=12
num_cat=0
split_feature=10 0 4 36 0 0 3 17 3 9 38
split_gain=0.0159718 0.0143993 0.0331731 0.0132825 0.0168797 0.0288886 0.0225867 0.049873 0.0201372 0.0135417 0.00773371
threshold=0.09056500000000002 0.12433000000000002 0.094025000000000011 0.086430000000000021 0.048265000000000009 0.019150000000000004 0.082130000000000022 -1.0000000180025095e-35 0.10457000000000002 -0.095314999999999997 -0.080750000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -6 -8 -5
right_child=-2 2 -4 10 8 -7 9 -9 -10 -11 -12
leaf_value=-0.00039476779033290169 0.001327014795389614 0.00028784971106429806 -0.0030213227597840064 -0.0019388675563469316 0.0024424251494678442 -0.0022065276689014692 0.00093466511031179084 0.0036430060042126201 -0.00018323052118984095 -8.0372223270910002e-05 -0.00016908555491631323
leaf_weight=70 85 70 52 55 61 59 136 53 54 3009 46
leaf_count=70 85 70 52 55 61 59 136 53 54 3009 46
internal_value=0 -5.2765e-05 -0.00111591 -1.59256e-05 1.68481e-05 -2.38849e-05 1.52698e-05 0.00133843 0.00120239 -3.62184e-05 -0.00114093
internal_weight=0 3665 122 3543 3442 3327 3268 123 115 3145 101
internal_count=3750 3665 122 3543 3442 3327 3268 123 115 3145 101
is_linear=0
shrinkage=0.0995203


Tree=3664
num_leaves=26
num_cat=0
split_feature=20 0 0 18 1 30 10 18 18 20 20 8 26 26 8 8 0 8 26 8 8 19 2 0 0
split_gain=0.0319402 0.0240736 0.0314165 0.026831 0.10834 0.024847 0.0267134 0.0238117 0.0218291 0.0189102 0.0359628 0.0231549 0.0277036 0.0915701 0.0603063 0.0243944 0.0399402 0.0308468 0.0192933 0.0330055 0.026383 0.0183903 0.0219655 0.0102486 0.0146821
threshold=-0.41270499999999993 -0.068604999999999985 -0.066264999999999991 -0.095799999999999982 0.051820000000000012 0.096930000000000016 0.055760000000000011 -1.0000000180025095e-35 -0.20826999999999998 -0.0078249999999999986 -0.011915 -0.081915000000000002 0.089545000000000027 0.088055000000000022 -0.079585000000000003 -0.083944999999999992 -0.082494999999999999 -0.08569499999999998 -0.0083299999999999989 -0.010374999999999999 -0.068904999999999994 0.075380000000000016 -0.10934999999999999 -0.079564999999999983 -0.083995
decision_type=2 2 2 2 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 8 6 21 -8 -2 10 18 15 13 -13 -14 17 -17 -11 19 -5 -20 22 -4 24 -10
right_child=1 2 5 9 -6 -7 7 -9 23 11 -12 12 14 -15 -16 16 -18 -19 20 -21 -22 -23 -24 -25 -26
leaf_value=0.0026361769022790623 -0.0014037069784072289 -0.0026645019418866413 -0.002927371049660872 -0.0018681202641144148 0.0054752269878487548 0.0015311368187765533 -0.00050016054965884311 0.0021659342752678463 0.00041082838538477467 0.00022451693182349902 0.002566130843183819 -0.0006280688533099435 -0.0040901621778677236 0.0038471270505115026 -0.0006338665558900951 0.0034987644531950515 -3.0575555000155227e-05 -0.0016191285611540059 9.3964754912530759e-05 0.00058350159842017241 0.0014753690674686488 0.00060027544839843996 -0.00076002237175516339 -0.00049104334198935777 0.0026027593835868811
leaf_weight=46 62 60 52 106 46 67 67 65 85 590 69 311 60 53 306 54 76 106 517 111 187 84 454 47 48
leaf_count=46 62 60 52 106 46 67 67 65 85 590 69 311 60 53 306 54 76 106 517 111 187 84 454 47 48
internal_value=0 -2.35954e-06 -0.000467443 0.00013668 0.00104724 -0.000299329 -0.000470326 0.000806488 0.000202171 3.33571e-05 0.000373659 -0.000182633 -0.000591265 2.12908e-05 -0.00120271 0.000177516 0.00142916 -5.50921e-05 0.000208513 -0.000610293 0.000462063 -0.000757374 -0.000984372 0.000759855 0.00120806
internal_weight=0 3683 849 2834 288 789 722 132 242 2546 990 1556 730 364 366 826 130 696 921 217 704 590 506 180 133
internal_count=3729 3683 849 2834 288 789 722 132 242 2546 990 1556 730 364 366 826 130 696 921 217 704 590 506 180 133
is_linear=0
shrinkage=0.0995203


Tree=3665
num_leaves=22
num_cat=0
split_feature=20 0 18 18 1 18 5 1 19 21 21 0 9 7 9 11 9 4 4 4 4
split_gain=0.0258987 0.0195225 0.0273511 0.0217543 0.0878463 0.0178178 0.0244158 0.0276698 0.0165566 0.0161417 0.0500002 0.0643224 0.0376617 0.0521322 0.0249365 0.0135605 0.0228801 0.0186197 0.027332 0.0132056 0.0381101
threshold=-0.41270499999999993 -0.068604999999999985 -0.42248000000000002 -0.095799999999999982 0.051820000000000012 -0.16980499999999998 0.066275000000000014 -0.016029999999999999 0.13612500000000002 0.085855000000000029 0.089350000000000027 -0.096359999999999987 0.11351500000000002 0.080610000000000029 0.10054500000000002 -0.08577499999999999 -0.02614 0.10619500000000003 0.10098000000000003 0.11541000000000003 0.13954000000000003
decision_type=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 -2 7 -7 9 12 11 -11 13 -5 -12 -4 19 18 -18 -17 -21
right_child=1 2 15 8 -6 6 -8 -9 -10 10 14 -13 -14 -15 -16 16 17 -19 -20 20 -22
leaf_value=0.0023738240827276369 -0.0010880795775684527 -0.0024176899292215688 -0.0014637247851351811 -0.00019261682585363762 0.0049303312952486021 -0.0020143237853923871 0.0021073197166439281 0.0014158919200358555 0.0017706636612724337 -0.00090071226144429755 -0.00028072723824074287 0.0034099278943558928 -0.0029236195746615199 0.0030690750180536351 0.0016158174632867654 -0.0001914186969737901 -0.00043795128013713041 -0.0017884888422100512 0.001980201148713241 0.003741174151114194 -0.00029474569743512437
leaf_weight=46 75 63 83 1638 46 47 74 46 53 51 524 103 48 50 79 58 418 83 52 46 46
leaf_count=46 75 63 83 1638 46 47 74 46 53 51 524 103 48 50 79 58 418 83 52 46 46
internal_value=0 -2.08048e-06 -0.000420923 0.000123106 0.000943017 0.000181714 0.000756883 -0.000308856 3.00374e-05 -6.63916e-06 0.000376508 0.00197706 -0.000174186 -9.55177e-05 -3.09002e-05 -0.000259835 -0.000116533 -0.000413269 -0.000168669 0.000971975 0.00171432
internal_weight=0 3683 849 2834 288 242 167 93 2546 2493 757 154 1736 1688 603 786 703 553 470 150 92
internal_count=3729 3683 849 2834 288 242 167 93 2546 2493 757 154 1736 1688 603 786 703 553 470 150 92
is_linear=0
shrinkage=0.0995203


Tree=3666
num_leaves=12
num_cat=0
split_feature=20 19 7 7 0 18 0 17 0 20 4
split_gain=0.0210016 0.0169888 0.0178375 0.0273037 0.0160153 0.0686903 0.0438952 0.0212573 0.0212249 0.0194176 0.013693
threshold=-0.41270499999999993 -0.031244999999999998 0.077685000000000018 0.086645000000000028 -0.095649999999999999 -0.091869999999999993 -0.097180000000000002 -0.092649999999999996 -0.094139999999999988 -0.16295499999999999 0.14699000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 -7 -6 -10 -11
right_child=1 2 3 -5 8 6 -8 -9 9 10 -12
leaf_value=0.0021375806784027442 -0.0013682836174958972 0.0042012616894488942 -0.0029982096905272863 0 -0.0018767804703334367 -0.0019807926029972948 0.0032141171296148126 0.00018915679573034013 -0.0019613189691743268 6.8894329607534855e-06 0.0017217419236105766
leaf_weight=46 88 46 48 81 61 48 46 650 49 2519 47
leaf_count=46 88 46 48 81 61 48 46 650 49 2519 47
internal_value=0 -1.91764e-06 3.13012e-05 -0.00111738 7.42897e-05 0.000468101 0.000236187 3.8761e-05 -4.16642e-05 8.30482e-07 3.86185e-05
internal_weight=0 3683 3595 129 3466 790 744 698 2676 2615 2566
internal_count=3729 3683 3595 129 3466 790 744 698 2676 2615 2566
is_linear=0
shrinkage=0.0995203


Tree=3667
num_leaves=24
num_cat=0
split_feature=21 3 3 2 17 27 3 3 2 21 21 18 20 3 18 3 18 17 5 26 8 2 6
split_gain=0.0227444 0.0163175 0.0321266 0.112846 0.0505362 0.0195742 0.0214636 0.0213372 0.0713939 0.0425448 0.0180025 0.0306346 0.0367272 0.0252543 0.0243132 0.0367912 0.0342324 0.0266051 0.0334801 0.0270011 0.0173569 0.0332739 0.00874508
threshold=-0.10962999999999999 0.091225000000000014 0.089985000000000023 -0.082830000000000001 -0.0096999999999999986 0.085910000000000028 0.083875000000000019 0.08888500000000002 -0.082275000000000001 0.088880000000000028 -0.0086749999999999987 -0.080814999999999984 -0.06470999999999999 0.091975000000000015 -0.057764999999999997 0.092735000000000026 -0.040349999999999997 -0.10811499999999999 0.41370500000000004 0.090385000000000021 -0.089984999999999996 -0.087359999999999993 0.024640000000000006
decision_type=2 2 2 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 -5 6 20 9 -9 -8 11 -3 -13 -12 17 -16 -17 18 -15 -19 22 -22 -2
right_child=1 10 3 4 -6 -7 7 8 -10 -11 13 12 -14 14 15 16 -18 19 -20 -21 21 -23 -24
leaf_value=0.0017612928262529485 0.0013191383319021133 0.0028944474358441777 0.0044690395278700543 0.001256075964531482 -0.0029328362137334592 0.0015074344376908206 0.00010957013859293629 -0.0031701358092154036 0.00087918677584321986 0.0021642778061984991 -0.0021721387300079214 -0.0016482254164000407 0.001355836863948207 0.0013018293296222739 0.0027105684442046288 0.0024379171397302672 -0.00022711973958578342 -0.0034250323763037093 -0.0009403356674392904 -0.00091077036638161708 0.00030267051811404673 -0.002290203357353564 -0.00058548545079251601
leaf_weight=73 46 47 74 68 49 87 865 75 101 113 70 73 90 96 48 50 1043 63 210 133 79 127 49
leaf_count=73 46 47 74 68 49 87 865 75 101 113 70 73 90 96 48 50 1043 63 210 133 79 127 49
internal_value=0 -1.2673e-05 0.000208564 0.00142625 -0.000491258 5.72049e-05 -2.89472e-05 0.000165683 -0.000841726 0.000347812 -0.000212477 0.000655924 5.43694e-06 -0.000319414 -0.00023998 1.32493e-05 -0.000104457 -0.000817178 -0.000234236 -0.0017231 -0.000777856 -0.00129188 0.000328137
internal_weight=0 3656 1733 191 117 1542 1455 1154 176 978 1923 210 163 1713 1643 1141 1093 502 306 196 301 206 95
internal_count=3729 3656 1733 191 117 1542 1455 1154 176 978 1923 210 163 1713 1643 1141 1093 502 306 196 301 206 95
is_linear=0
shrinkage=0.0995203


Tree=3668
num_leaves=23
num_cat=0
split_feature=0 1 21 26 18 26 4 5 18 21 1 0 3 3 17 21 17 3 20 0 2 0
split_gain=0.0259983 0.0627911 0.0130255 0.0656632 0.06535 0.0594077 0.0188103 0.0116107 0.03448 0.0441379 0.0268672 0.0209476 0.0122097 0.0476595 0.0199405 0.093509 0.0190839 0.0269089 0.0182055 0.024447 0.0107888 0.0060723
threshold=0.12433000000000002 -0.49056499999999997 -0.013044999999999999 0.08425500000000001 -0.084954999999999989 0.086255000000000012 0.094725000000000018 0.40249000000000007 -0.12363 0.10940500000000002 0.066150000000000028 -0.070664999999999992 0.089985000000000023 0.089605000000000018 -0.26636999999999994 0.091325000000000031 -0.16408999999999999 0.090595000000000023 -0.086134999999999989 -0.15034 -0.081804999999999989 -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
left_child=2 -2 3 4 -1 -5 -6 12 9 -9 11 -11 13 18 15 -14 -16 -18 -4 -20 21 -7
right_child=1 -3 7 5 6 20 -8 8 -10 10 -12 -13 14 -15 16 -17 17 -19 19 -21 -22 -23
leaf_value=-0.0040996233749119749 0.0032862155612502779 -0.0010718648878040055 -0.0015014276985662225 0.0034092017912895033 -0.0016973736125563423 -0.00017795199866356412 0.00040564269560772377 0.0025643778010389002 -0.0022622663058370863 -0.00026112163309543915 0.001057300254429675 -0.0032064239633392728 0.0039692943898392051 -0.0031572616915866089 -0.0018003344197293943 -0.0013679047830575789 0.0021579255865089523 9.5049598202644325e-05 0.0016778404074263304 -8.0481450306214101e-05 0.00072481953719597837 -0.0017904443193472121
leaf_weight=77 73 59 81 58 80 48 88 53 88 48 51 49 68 51 49 62 66 1256 84 1153 59 47
leaf_count=77 73 59 81 58 80 48 88 53 88 48 51 49 68 51 49 62 66 1256 84 1153 59 47
internal_value=0 0.00133208 -8.96824e-05 -0.000586344 -0.001697 0.000693335 -0.000590921 -1.75733e-05 -0.00061901 9.63537e-05 -0.000781935 -0.0017574 4.27042e-05 -0.000171886 0.000238968 0.00141756 0.000126615 0.000198657 -5.57452e-05 3.82578e-05 -0.00032421 -0.000984329
internal_weight=0 132 3616 457 245 212 168 3159 289 201 148 97 2870 1369 1501 130 1371 1322 1318 1237 154 95
internal_count=3748 132 3616 457 245 212 168 3159 289 201 148 97 2870 1369 1501 130 1371 1322 1318 1237 154 95
is_linear=0
shrinkage=0.0995203


Tree=3669
num_leaves=24
num_cat=0
split_feature=0 8 0 0 0 2 5 3 8 26 26 0 8 0 0 26 0 3 18 10 10 5 6
split_gain=0.0210629 0.0396718 0.0107205 0.0268977 0.0193504 0.0328612 0.0732925 0.15678 0.0613085 0.0246394 0.0560818 0.0495373 0.0871968 0.0358356 0.0756857 0.0582845 0.0268484 0.0243299 0.0196727 0.0122754 0.0129485 0.0134985 0.0155576
threshold=0.12433000000000002 0.095985000000000015 -0.079805000000000001 -0.079284999999999994 -0.082494999999999999 -0.08569499999999998 -0.021235 0.088805000000000023 -0.081324999999999995 0.085235000000000019 0.08598500000000002 -0.088174999999999989 -0.08569499999999998 -0.086254999999999984 -0.087184999999999999 0.087170000000000011 -0.089449999999999988 0.099950000000000025 -0.085709999999999995 0.088630000000000028 0.055760000000000011 -0.41880499999999998 -0.14723999999999998
decision_type=2 2 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 9 8 -7 -8 -6 11 -11 16 -13 14 -12 -15 17 -1 -14 20 21 -5 -23
right_child=1 -3 3 19 5 6 7 -9 -10 10 13 12 18 15 -16 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=-0.00071498203629496147 -5.3550046106507583e-05 0.0035582243404780841 0.0025089632243088388 -0.0012207435203192758 0.0028097296144174565 0.00046039642161525488 0.00020594721019353095 -0.007132672176278383 -0.0015162182181002234 0.0029364391831315654 6.3162471150728311e-05 -0.004191691249586885 -0.0012841087595534915 -0.0021076287521002665 -0.0032801475910634861 0.0015483493003785281 0.0021631918547936144 0.00037479567114124201 0.001479028926386709 -0.0014531867193689524 0.0016292255923098717 0.0019139766009192462 6.1857268704531472e-05
leaf_weight=460 86 46 46 77 56 87 59 56 77 73 441 87 51 52 79 251 49 362 51 51 54 47 1050
leaf_count=460 86 46 46 77 56 87 59 56 77 73 441 87 51 52 79 251 49 362 51 51 54 47 1050
internal_value=0 0.0011989 -8.08023e-05 0.000144156 -0.000211264 -0.000910421 -0.00171083 -0.00336052 0.000299079 -9.11024e-05 0.000292547 -0.000416167 -0.00187691 5.70391e-05 -0.000443189 0.000918219 -9.82571e-05 -0.00023406 8.94344e-05 5.8464e-05 0.000121911 5.18823e-05 0.000141956
internal_weight=0 132 3616 1325 2291 335 202 115 133 1956 896 1060 189 823 520 303 871 822 102 1279 1228 1174 1097
internal_count=3748 132 3616 1325 2291 335 202 115 133 1956 896 1060 189 823 520 303 871 822 102 1279 1228 1174 1097
is_linear=0
shrinkage=0.0995203


Tree=3670
num_leaves=29
num_cat=0
split_feature=1 1 9 2 17 8 1 2 2 2 26 26 8 18 9 18 17 18 17 3 9 18 3 6 18 17 6 9
split_gain=0.0149169 0.0267076 0.0677831 0.0366147 0.0288802 0.0218832 0.0200114 0.0189769 0.0375946 0.0314566 0.181245 0.0412437 0.0356901 0.0236246 0.0317064 0.0245098 0.0179532 0.0962688 0.0440948 0.0570756 0.058829 0.0256148 0.0218463 0.0166543 0.0221737 0.0155573 0.0213216 0.0494815
threshold=-0.07825 -0.07002499999999999 0.08938500000000002 -0.075429999999999983 0.048755000000000014 0.096835000000000018 -0.06551499999999999 -0.080914999999999987 -0.079954999999999984 -0.082644999999999982 0.091195000000000012 0.10038000000000001 -0.089779999999999985 -1.0000000180025095e-35 0.085145000000000012 -0.077844999999999998 0.093960000000000016 -0.080424999999999996 0.0036400000000000009 0.094045000000000031 0.094375000000000028 0.11906500000000002 0.086535000000000015 0.11642500000000001 -0.023444999999999997 -0.15802999999999998 0.094510000000000025 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
left_child=5 2 -2 4 -4 7 -3 9 -9 11 12 13 -11 15 -15 -1 18 -18 21 -20 -21 22 -8 24 -19 -10 27 -27
right_child=1 6 3 -5 -6 -7 16 8 25 10 -12 -13 -14 14 -16 -17 17 23 19 20 -22 -23 -24 -25 -26 26 -28 -29
leaf_value=-0.00060428038638572963 -0.0044533826984900424 0.0017291643567320469 0.0027162784450560844 -0.0023759665350513389 -0.00065441680181290947 0.0018024674936050697 0.00054894980529813164 0.0027949376975704614 -0.0011210010934108094 -0.00087673629032592024 -0.0064876915587223508 0.0024603481619068302 0.002913873710157595 -0.0028824198104503299 0.00046890320825141666 0.00082801297207258815 -0.0048981627290745717 0.0020130913493519934 0.003453899118282052 -0.0025011788385279243 0.0024020815563726462 0.001603897846595255 -0.00043405317089363339 -0.0017351899565827542 -0.00024788975241815713 0.00097100923045627754 0.0021286079561589023 -0.0023734221437511104
leaf_weight=216 50 59 46 52 55 83 276 69 66 50 48 68 48 64 49 261 48 50 81 50 47 78 1175 59 304 170 67 59
leaf_count=216 50 59 46 52 55 83 276 69 66 50 48 68 48 64 49 261 48 50 81 50 47 78 1175 59 304 170 67 59
internal_value=0 -0.000178283 -0.00127134 -0.000226107 0.000872647 0.000237448 -7.82791e-05 0.000131605 0.000664782 -0.000153196 -0.00147521 0.000138893 0.000971536 -0.000127277 -0.00142195 0.000177711 -0.000127844 -0.000678982 2.05186e-05 0.0015034 -0.000116933 -0.000151577 -0.000246508 -0.000186635 6.91456e-05 0.000256496 0.000566407 0.000105768
internal_weight=0 2430 203 153 101 1318 2227 1235 431 804 146 658 98 590 113 477 2168 461 1707 178 97 1529 1451 413 354 362 296 229
internal_count=3748 2430 203 153 101 1318 2227 1235 431 804 146 658 98 590 113 477 2168 461 1707 178 97 1529 1451 413 354 362 296 229
is_linear=0
shrinkage=0.0995203


Tree=3671
num_leaves=16
num_cat=0
split_feature=10 1 1 18 2 8 8 23 3 8 18 8 18 8 3
split_gain=0.0200506 0.0182726 0.00983769 0.0311694 0.0135723 0.00973784 0.0536221 0.0238885 0.0284693 0.0193068 0.0773038 0.0662368 0.0159431 0.0352057 0.0167899
threshold=0.089450000000000016 -0.018369999999999997 -0.50954999999999984 0.085685000000000025 -0.19220999999999999 -0.084554999999999991 -0.083849999999999994 -0.046924999999999994 0.084795000000000023 -0.086489999999999997 -0.025879999999999997 -0.08569499999999998 -0.025079999999999998 -0.087844999999999993 0.10393500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 9 -7 -8 -9 12 -11 -12 13 -6 -14
right_child=1 -3 4 -5 5 6 7 8 -10 10 11 -13 14 -15 -16
leaf_value=0.0024114293338898564 0.0027933111719189939 1.5357681634039908e-05 -0.0013537464821081063 -0.00086118752923825708 -0.00014193516538428977 0.0025135060023914811 -0.0022078651817032599 0.0011758250694952719 -0.00010355091509715812 -0.0034106594774521168 0.0028129712073570478 -0.0014833380855363296 -0.00055544557802948008 0.0029698498889247959 0.0003929186369515756
leaf_weight=60 47 48 83 55 121 85 49 190 1844 89 61 85 617 51 263
leaf_count=60 47 48 83 55 121 85 49 190 1844 89 61 85 617 51 263
internal_value=0 0.00139833 -6.59904e-05 0.000839147 -9.56426e-05 -6.5182e-05 6.32394e-05 -3.63546e-05 1.55557e-05 -0.000282149 -0.00109805 0.000306089 -9.91116e-05 0.000775986 -0.000271084
internal_weight=0 95 3653 115 3538 3455 2168 2083 2034 1287 235 146 1052 172 880
internal_count=3748 95 3653 115 3538 3455 2168 2083 2034 1287 235 146 1052 172 880
is_linear=0
shrinkage=0.0995203


Tree=3672
num_leaves=17
num_cat=0
split_feature=20 18 5 17 17 0 0 19 2 26 0 7 5 18 26 9
split_gain=0.0250845 0.0104347 0.0649002 0.0351642 0.0192903 0.0167389 0.0529911 0.030557 0.0275385 0.0198455 0.0142477 0.0260265 0.0200061 0.0199253 0.0455802 0.0195939
threshold=0.17747000000000004 -0.074709999999999985 -0.02504 -0.56005499999999986 -0.56005499999999986 -0.052884999999999995 -0.067839999999999998 -0.016414999999999996 0.096520000000000022 -0.054024999999999997 0.12433000000000002 -0.074779999999999999 0.073820000000000011 -0.057764999999999997 0.095385000000000011 0.091750000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 6 7 -6 9 -7 11 -5 -12 14 -13 -15
right_child=-2 3 4 10 5 8 -8 -9 -10 -11 12 13 -14 15 -16 -17
leaf_value=0.0028899652856524886 0.0017706573867541748 -0.0026552661594180711 0.0018836191663904492 0.0019402307796854274 -0.0026911748421904499 -0.00036048890410702797 0.0026236041302792478 -3.5714300689136483e-05 0.0008065136769095613 -0.0030664263730907255 -0.0003704614935222942 -0.0035929515823311772 0.0025514810295581133 -0.00034875493957513444 0.00026270574562148509 0.00029635874088692861
leaf_weight=81 74 56 49 56 46 47 72 652 53 65 46 55 46 1611 67 655
leaf_count=81 74 56 49 56 46 47 72 652 53 65 46 55 46 1611 67 655
internal_value=0 -7.98326e-05 0.000182038 -0.000187746 -4.00391e-05 -0.000141727 5.2185e-05 -0.000211889 -0.00105161 -0.00193821 -0.000132935 -0.000178989 0.00108161 -0.000229029 -0.00146879 -0.00016192
internal_weight=0 3657 1065 2592 984 935 770 698 165 112 2536 2444 92 2388 122 2266
internal_count=3731 3657 1065 2592 984 935 770 698 165 112 2536 2444 92 2388 122 2266
is_linear=0
shrinkage=0.0995203


Tree=3673
num_leaves=21
num_cat=0
split_feature=10 3 3 5 3 20 20 20 2 8 2 2 2 8 3 4 3 8 1 8
split_gain=0.0347706 0.00830755 0.0232703 0.039711 0.0224143 0.017875 0.0345341 0.0207878 0.0209631 0.0394589 0.0347143 0.0145055 0.03186 0.0512909 0.0293071 0.0194219 0.0280749 0.019003 0.0299986 0.0141448
threshold=0.091870000000000021 0.087570000000000023 0.086965000000000028 -0.014739999999999998 0.08785500000000003 -0.08237499999999999 -0.097019999999999995 -0.069854999999999987 -0.086304999999999993 -0.081534999999999982 -0.084869999999999987 -0.082904999999999993 -0.084154999999999994 -0.080659999999999996 0.088605000000000017 0.10649000000000002 0.10525500000000003 1.0000000180025095e-35 0.0022300000000000006 -0.052214999999999998
decision_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 -7 9 -9 -10 12 15 -14 -13 16 -6 19 -19 -16
right_child=-2 4 3 -5 11 7 -8 8 10 -11 -12 14 13 -15 17 -17 -18 18 -20 -21
leaf_value=-0.00072462419249299484 0.0021422875025565668 0.0016884473433744188 -0.0032213732292028226 0.0004936821194795022 -0.00036815326290663431 -0.0020627178167056111 0.0027775644044755595 -0.0018146523292757353 0.0019430553087265603 0.00065198414107474117 -0.00017645001303408399 0.002060485399588253 -0.0045124119339985877 9.8861924969017965e-05 -4.2538837572115083e-05 -0.0020415936956479936 0.0014076078919001605 -0.0026557134316579868 6.7370170721823763e-05 0.00063073929099067476
leaf_weight=55 71 77 67 49 389 62 56 169 93 103 430 73 46 49 1195 49 114 65 103 416
leaf_count=55 71 77 67 49 389 62 56 169 93 103 430 73 46 49 1195 49 114 65 103 416
internal_value=0 -8.11272e-05 -0.000312299 -0.00164503 1.58338e-05 -0.000151746 0.00103487 -0.000306394 -0.000168393 -0.000877586 0.000198876 -3.53757e-05 -0.000441282 -0.00212535 0.000105986 -0.000149968 3.26781e-05 2.53247e-05 -0.000981332 0.00013081
internal_weight=0 3660 1084 116 2576 968 111 857 795 272 523 2499 647 95 1852 552 503 1779 168 1611
internal_count=3731 3660 1084 116 2576 968 111 857 795 272 523 2499 647 95 1852 552 503 1779 168 1611
is_linear=0
shrinkage=0.0995203


Tree=3674
num_leaves=22
num_cat=0
split_feature=27 17 18 1 6 26 2 6 6 6 1 1 6 8 8 8 6 6 1 18 17
split_gain=0.0292969 0.0106836 0.0232724 0.0334932 0.0334187 0.02391 0.0502195 0.0311904 0.0319759 0.00958763 0.0343946 0.0367652 0.0193996 0.0347619 0.133648 0.0490032 0.0240532 0.0604801 0.0349829 0.0326342 0.0237914
threshold=0.11470500000000003 0.066010000000000027 -0.074709999999999985 -0.052259999999999994 0.11690000000000002 0.094935000000000033 -0.070354999999999987 0.088845000000000021 -0.0076549999999999995 0.11056500000000001 -0.049499999999999995 -0.082849999999999993 0.089725000000000013 -0.052214999999999998 -0.070134999999999989 -0.077604999999999993 0.087670000000000012 0.087235000000000021 -0.085349999999999995 0.089505000000000015 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 9 3 -3 5 7 -7 8 -4 12 11 -11 16 14 15 -14 17 20 -18 -20 -1
right_child=-2 2 4 -5 -6 6 -8 -9 -10 10 -12 -13 13 -15 -16 -17 18 -19 19 -21 -22
leaf_value=-0.00014226368456802293 0.0020430031996209424 -0.00025943792121200702 -0.00020043805616631752 0.0030371757615375453 -0.0018992273769960143 0.0035502791664732683 -0.00038690165668528123 -0.001750631581017262 0.0019500416675350403 0 0.00083717220301769257 -0.0038630815149553136 0.00027257521146905657 0.0022961748319040029 -0.0040640773889203986 0.0033910365912882038 -0.0030182053884783432 0.0032447849431815772 0.0015069978617054422 -0.0020988703585749979 -0.0016350611627437936
leaf_weight=1946 66 56 266 66 79 61 67 87 92 46 67 53 230 85 64 64 73 51 54 46 112
leaf_count=1946 66 56 266 66 79 61 67 87 92 46 67 53 230 85 64 64 73 51 54 46 112
internal_value=0 -7.23512e-05 0.00025563 0.00151727 1.83009e-05 0.000284101 0.00148302 -5.8916e-05 0.000349913 -0.000160444 -0.000895473 -0.00207634 -0.000115367 0.000486707 5.47979e-05 0.000954209 -0.000232606 -0.000139634 -0.00136127 -0.000143515 -0.000223902
internal_weight=0 3665 774 122 652 573 128 445 358 2891 166 99 2725 443 358 294 2282 2109 173 100 2058
internal_count=3731 3665 774 122 652 573 128 445 358 2891 166 99 2725 443 358 294 2282 2109 173 100 2058
is_linear=0
shrinkage=0.0995203


Tree=3675
num_leaves=21
num_cat=0
split_feature=10 17 18 1 6 26 26 17 5 3 4 4 8 8 18 29 3 6 6 5
split_gain=0.0280848 0.00749504 0.0180733 0.0292826 0.0264841 0.0228971 0.0392088 0.0312853 0.0302344 0.0143853 0.00964628 0.0260057 0.0313182 0.0163818 0.0215666 0.0172339 0.0214058 0.041413 0.0242653 0.00294938
threshold=0.091870000000000021 0.066010000000000027 -0.074709999999999985 -0.052259999999999994 0.11690000000000002 0.087170000000000011 0.085635000000000031 0.11012500000000003 -0.02504 0.13085500000000003 0.12498500000000003 0.13699000000000003 -0.094869999999999996 0.097995000000000013 -0.020999999999999998 0.091190000000000021 0.10726500000000001 -0.083069999999999991 0.11056500000000001 -0.41880499999999998
decision_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 -3 5 6 9 -7 -9 -4 13 19 -13 15 -15 16 18 -18 -1 -12
right_child=-2 2 4 -5 -6 7 -8 8 -10 -11 11 12 -14 14 -16 -17 17 -19 -20 -21
leaf_value=-0.00017556248988538948 0.0019287268781206424 -0.00037823763358615898 0.00052372736195926777 0.0027349152187766549 -0.0017102157556674223 0.0032240415286130674 -0.0030732654524832817 -0.00023088319688131152 0.0022372171001110806 -0.0013674217572404918 0.002348216588836364 0.001199503021234924 -0.001913807636507884 -1.5185775585804676e-05 -0.0023291831251904716 -0.0018603092646944123 -0.0009548349725645056 0.0011194235403018387 -0.0022607987552399479 0.0011669036800876164
leaf_weight=1924 71 54 181 66 79 46 46 191 66 51 46 61 67 81 80 56 134 328 57 46
leaf_count=1924 71 54 181 66 79 46 46 191 66 51 46 61 67 81 80 56 134 328 57 46
internal_value=0 -6.95248e-05 0.000203699 0.00132717 0 0.000231895 -0.000418397 0.000831234 0.000399763 0.000104472 -0.000143807 0.000488449 -0.000423725 -0.000196407 -0.00117008 -0.000133349 -9.34275e-05 0.000516027 -0.000235975 0.00176646
internal_weight=0 3660 780 120 660 581 278 303 257 232 2880 220 128 2660 161 2499 2443 462 1981 92
internal_count=3731 3660 780 120 660 581 278 303 257 232 2880 220 128 2660 161 2499 2443 462 1981 92
is_linear=0
shrinkage=0.0995203


Tree=3676
num_leaves=21
num_cat=0
split_feature=9 6 6 18 6 6 6 9 4 9 0 9 9 9 4 18 4 26 29 4
split_gain=0.0172043 0.0303749 0.105224 0.0192737 0.0333521 0.0262948 0.0177197 0.0163632 0.0175763 0.0374921 0.0166671 0.0147048 0.0582918 0.0429816 0.0133418 0.0317998 0.0253864 0.0138377 0.0107278 0.00528085
threshold=0.084595000000000017 0.087235000000000021 0.091025000000000023 0.15891500000000006 0.031195000000000007 0.12638500000000005 0.11816500000000002 0.084795000000000023 0.079225000000000018 0.095415000000000014 -0.052884999999999995 0.083925000000000013 0.083610000000000032 0.084290000000000018 0.087155000000000024 0.089020000000000016 0.090805000000000011 -0.089654999999999999 -0.055059999999999998 0.08024000000000002
decision_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 5 -5 6 7 -2 10 -10 -9 12 14 -13 15 17 -16 -1 -18 -4
right_child=3 2 19 4 -6 -7 -8 8 9 -11 -12 13 -14 -15 16 -17 18 -19 -20 -21
leaf_value=-0.00049115243705578188 -0.0018092851679826704 0.0047173510471189509 -0.0010442142495665169 0.00021677291492313249 -0.0032535516670393031 0.0015782671838096276 -0.0019745946120052114 0.00010598426780566151 -0.0026763483642950445 -7.2905674848268019e-06 -0.0010853649358686724 0.0026380157674888781 -0.0034646025072166695 -0.00071537193599640269 -0.0023810159593253134 -0.0018514008993252915 -0.00056066270779767655 0.0012293949576092965 0.00032881960033388622 0.00030204147380661554
leaf_weight=55 56 64 53 56 53 88 53 1667 78 159 125 78 47 73 47 46 205 273 389 62
leaf_count=55 56 64 53 56 53 88 53 1667 78 159 125 78 47 73 47 46 205 273 389 62
internal_value=0 0.000271594 0.00148209 -0.00017042 -0.00146312 -0.000106753 -0.000176492 -0.000130392 -8.36511e-05 -0.000889169 2.24255e-05 9.22887e-05 -3.76268e-05 0.00101142 0.000120254 0.000593074 -0.000154341 0.000938393 2.04652e-05 -0.000311289
internal_weight=0 1392 179 2335 109 2226 2138 2085 2029 237 1792 1213 1062 151 1015 374 641 328 594 115
internal_count=3727 1392 179 2335 109 2226 2138 2085 2029 237 1792 1213 1062 151 1015 374 641 328 594 115
is_linear=0
shrinkage=0.0995203


Tree=3677
num_leaves=19
num_cat=0
split_feature=3 6 3 18 6 10 21 18 1 1 18 6 18 6 18 9 9 4
split_gain=0.0149562 0.110914 0.0392782 0.0174588 0.022986 0.0116028 0.00967141 0.00851675 0.0310184 0.0538677 0.0228508 0.0225094 0.0167063 0.0453224 0.0247971 0.00844847 0.00744523 0.00601408
threshold=0.084065000000000015 0.087575000000000028 0.084380000000000024 -0.018629999999999997 0.085120000000000015 0.090150000000000022 0.084260000000000015 0.12487500000000003 -0.049499999999999995 -0.139265 0.11769500000000002 -0.062135000000000003 0.10361000000000002 0.089090000000000016 0.099430000000000032 0.08006000000000002 0.09271500000000002 0.10210500000000002
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 6 7 15 10 9 -9 12 16 14 -14 -4 -5 -10 -17
right_child=2 -3 5 4 -6 -7 -8 8 11 -11 -12 -13 13 -15 -16 17 -18 -19
leaf_value=-0.0012562755425692188 -0.0027139009297756436 0.0050043999530740412 2.0384253018637146e-05 0.00099406870704897413 0.0022178504396557137 -0.0013478158639506088 -0.0012594950755740535 0.00047865656287723771 0.00047612469908661761 -0.0035843019790296072 0.0019671359207133702 0.0022848349740792182 -0.0026971770070792667 0.00079514001524293946 0.0023269110714111076 -0.0011103260099131274 -0.0012690768133745282 0.00045111100802136935
leaf_weight=88 55 49 2657 85 53 65 53 61 48 68 60 46 77 70 47 51 48 46
leaf_count=88 55 49 2657 85 53 65 53 61 48 68 60 46 77 70 47 51 48 46
internal_value=0 0.000550769 -7.64323e-05 -2.7448e-05 0.000345185 -3.15048e-05 -7.3678e-05 -4.35874e-06 -0.000538216 -0.00165671 4.50596e-05 0.000472118 4.32185e-06 -0.0010286 6.07783e-05 0.000267145 -0.000387949 -0.000361411
internal_weight=0 425 3302 376 288 3247 235 3182 271 129 2911 142 2851 147 2704 182 96 97
internal_count=3727 425 3302 376 288 3247 235 3182 271 129 2911 142 2851 147 2704 182 96 97
is_linear=0
shrinkage=0.0995203


Tree=3678
num_leaves=27
num_cat=0
split_feature=9 9 3 3 8 2 17 8 8 27 8 1 9 3 3 8 10 20 17 17 17 8 3 17 18 18
split_gain=0.0128258 0.0238098 0.0459144 0.0538031 0.0509786 0.0903994 0.041645 0.0155002 0.0406271 0.0273788 0.0227956 0.0386846 0.0220373 0.0273701 0.0421487 0.0231681 0.01543 0.0142344 0.00991365 0.0484995 0.0481324 0.0224676 0.0146256 0.0265085 0.0127857 0.0439841
threshold=0.084595000000000017 0.083110000000000031 0.084065000000000015 0.084550000000000028 -0.086304999999999993 -0.087359999999999993 -0.010239999999999999 -0.092844999999999997 -0.090809999999999988 0.079300000000000023 -0.11187999999999999 0.0065600000000000007 0.085145000000000012 0.084855000000000028 0.085845000000000019 -0.084855 0.076235000000000011 -0.000135 -0.081244999999999998 -0.065004999999999993 -0.096019999999999994 -0.022279999999999998 0.08511500000000001 -0.14051499999999997 0.10189500000000003 0.044095000000000009
decision_type=2 2 2 2 2 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 6 -4 -5 -6 -3 10 -9 12 17 -12 15 -14 -15 -10 18 -2 20 -20 22 -22 -1 -24 25 -21
right_child=7 2 3 4 5 -7 -8 8 9 -11 11 -13 13 14 -16 -17 -18 -19 19 24 21 -23 23 -25 -26 -27
leaf_value=0.0010574234976745286 -0.0012071585921347699 0.0049846259695582248 -0.00273053072872951 -0.00073232689954229617 -0.00060282559218807253 0.0054671564294214948 0.0007258979647195552 0.0026437415893352614 2.9249250913387295e-06 -0.0023332160545968925 -0.003007775009437282 0.00013381617516947464 0.0020480816718033775 -0.0028951977521911457 3.6283467599785164e-05 -0.0027266283041073656 -0.0017169237250295173 0.00088551014338210214 -0.0030543721772363142 0 0.00095544129474661981 0.0040012779565071202 1.1648201788827844e-05 -0.0027225431077009588 -0.00099607296481835431 0.0030758412693968301
leaf_weight=68 51 46 48 87 46 51 46 54 61 54 89 68 64 50 1696 61 49 87 52 470 52 46 146 46 88 51
leaf_count=68 51 46 48 87 46 51 46 54 61 54 89 68 64 50 1696 61 49 87 52 470 52 46 146 46 88 51
internal_value=0 0.000234747 0.000982046 0.000232161 0.00100949 0.00258017 0.00286416 -0.000146897 -4.89639e-05 -0.000122592 -0.000821355 -0.00164187 -6.03803e-05 2.64387e-05 -4.71962e-05 -0.00135514 7.27177e-06 0.0001062 9.09855e-05 -0.000136482 0.000513261 0.00239347 -0.000192286 -0.000639155 0.00011132 0.000299937
internal_weight=0 1392 324 232 184 97 92 2335 2040 1986 295 157 1932 1810 1746 122 1068 138 1019 661 358 98 260 192 609 521
internal_count=3727 1392 324 232 184 97 92 2335 2040 1986 295 157 1932 1810 1746 122 1068 138 1019 661 358 98 260 192 609 521
is_linear=0
shrinkage=0.0995203


Tree=3679
num_leaves=19
num_cat=0
split_feature=10 27 27 0 0 2 5 5 21 5 3 3 3 3 3 3 5 5
split_gain=0.00859484 0.00919017 0.0563768 0.015421 0.0272909 0.0132628 0.00988227 0.0421975 0.0497871 0.0324866 0.0169739 0.0188716 0.0167442 0.0160126 0.0578516 0.0180896 0.0184944 0.00792001
threshold=0.090005000000000016 0.084480000000000013 0.087270000000000028 -0.093765000000000001 -0.059114999999999994 -0.032624999999999994 -0.094469999999999985 -0.11065499999999999 0.086690000000000017 -0.091229999999999992 0.14721500000000004 0.13085500000000003 0.091475000000000015 0.084065000000000015 0.08345000000000001 0.084685000000000024 -0.082179999999999989 -0.0098949999999999993
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 5 -5 -4 7 10 -9 -8 11 12 -1 14 17 -15 -17 -11
right_child=-2 2 3 4 -6 -7 9 8 -10 13 -12 -13 -14 15 -16 16 -18 -19
leaf_value=-0.00063573428672280706 -0.00097571221505947283 -0.0037138183913502697 -0.00013749814973473663 -0.0019629973473882737 0.00073482635653344247 0.0019876668189918812 0.002096184232043254 -0.004094544261853148 0.00010804166260101177 -0.001241556141359368 0.0017016956239337925 -0.0018877975293331295 0.00054487466985860759 -0.0013581279031051412 0.0031732697729503385 0.0011560114508193495 -2.5691879837221202e-06 0.00029203387333606246
leaf_weight=194 88 46 57 74 74 58 83 57 54 51 57 53 307 91 74 146 2068 95
leaf_count=194 88 46 57 74 74 58 83 57 54 51 57 53 307 91 74 146 2068 95
internal_value=0 1.96056e-05 -0.000499266 5.98632e-05 -0.000608554 0.000927206 6.7999e-05 -0.000257408 -0.00204267 0.000158399 6.55791e-05 -0.00010128 8.60787e-05 9.43771e-05 0.000905663 1.6589e-05 7.34625e-05 -0.000238065
internal_weight=0 3639 309 263 148 115 3330 722 111 2608 611 554 501 2525 220 2305 2214 146
internal_count=3727 3639 309 263 148 115 3330 722 111 2608 611 554 501 2525 220 2305 2214 146
is_linear=0
shrinkage=0.0995203


Tree=3680
num_leaves=16
num_cat=0
split_feature=28 1 2 2 10 30 3 3 1 3 20 8 20 21 26
split_gain=0.0259771 0.0144551 0.0136728 0.0249203 0.0246304 0.0100814 0.0113603 0.0520141 0.0476484 0.0214113 0.020831 0.02341 0.0345238 0.0254645 0.0147295
threshold=0.083225000000000021 -0.44477499999999998 0.10003000000000002 -0.017704999999999995 0.086030000000000023 0.11955500000000002 0.10850000000000003 0.10457000000000002 -0.0076199999999999992 0.10325000000000002 -0.15615999999999999 0.0012600000000000003 -0.077154999999999987 0.11347500000000002 0.11991000000000003
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 9 -9 14 -8 12 -12 -13 -3
right_child=-2 5 -4 -5 -6 -7 10 8 -10 -11 11 13 -14 -15 -16
leaf_value=0.00078060923672860084 -0.0019581466425047165 0.00014646174047748141 0.00040794711360901312 -0.0031043430469889534 -0.0020440160240088202 0.0013736619067711091 -0.0022083897611077743 0.0045666561423680675 0.00049289106487593369 -0.0020507829272808655 0.001550165590372479 -0.0025993375190606792 -0.00028282458274242125 0.00036493955363486701 -0.0010418482333300024
leaf_weight=70 67 2324 74 49 54 58 52 49 69 47 129 72 481 47 108
leaf_count=70 67 2324 74 49 54 58 52 49 69 47 129 72 481 47 108
internal_value=0 1.91029e-05 -0.000715953 -0.00120143 -0.000442868 7.21813e-05 4.95926e-05 0.000149883 0.00219148 5.23732e-05 -0.000282847 -0.000144374 0.000103466 -0.00142169 9.33548e-05
internal_weight=0 3683 247 173 124 3436 3378 2597 118 2479 781 729 610 119 2432
internal_count=3750 3683 247 173 124 3436 3378 2597 118 2479 781 729 610 119 2432
is_linear=0
shrinkage=0.0995203


Tree=3681
num_leaves=13
num_cat=0
split_feature=28 0 0 0 3 17 9 18 27 30 18 18
split_gain=0.0210641 0.0209724 0.0289479 0.0151635 0.0170075 0.015269 0.0193335 0.0436362 0.0112834 0.0108016 0.0102381 0.0125664
threshold=0.083225000000000021 -0.0033699999999999997 -0.021574999999999997 0.048750000000000009 0.086895000000000014 0.011640000000000003 0.095415000000000014 -0.020389999999999998 0.10868000000000001 0.10484500000000002 0.22074500000000005 0.082540000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -3 6 7 -5 9 10 11 -1
right_child=-2 3 -4 5 -6 -7 -8 -9 -10 -11 -12 -13
leaf_value=-2.1970937197881914e-05 -0.0017632715475708483 -0.0026999249330832251 0.0025245669221249387 0.00084293985793524673 -0.00033758515160076368 0.0013935280913790126 0.00071142995770779238 -0.0027433113391716096 0.0015025515145263785 -0.001319259084275913 -0.0010408544134118229 0.00044713781978521992
leaf_weight=2317 67 65 48 56 58 46 72 83 53 57 81 747
leaf_count=2317 67 65 48 56 58 46 72 83 53 57 81 747
internal_value=0 1.72018e-05 9.79698e-05 -0.000682688 -0.00159263 -0.000244004 -0.000604882 -0.0012926 6.19343e-05 3.78333e-05 6.26896e-05 9.21301e-05
internal_weight=0 3683 3303 380 123 257 211 139 3255 3202 3145 3064
internal_count=3750 3683 3303 380 123 257 211 139 3255 3202 3145 3064
is_linear=0
shrinkage=0.0995203


Tree=3682
num_leaves=15
num_cat=0
split_feature=28 0 0 10 5 3 3 17 3 3 0 0 1 0
split_gain=0.0170799 0.0169945 0.0234725 0.0128584 0.0167368 0.0226237 0.0255674 0.0419563 0.00986938 0.0144101 0.0141054 0.0137852 0.0439554 0.0199769
threshold=0.083225000000000021 -0.0033699999999999997 -0.021574999999999997 0.086030000000000023 -0.11065499999999999 0.11604000000000002 0.095630000000000021 -0.11045499999999998 0.14940500000000004 0.13977500000000004 -0.066264999999999991 -0.052884999999999995 -0.041999999999999996 -0.071799999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -3 6 7 -6 9 11 -10 13 -13 -1
right_child=-2 3 -4 -5 5 -7 -8 -9 10 -11 -12 12 -14 -15
leaf_value=2.5334842346861265e-06 -0.0015877903604993649 0.0012544297487086175 0.0022733215641071265 -0.0018144448410419239 -0.0032293560049033764 -0.0024389314128155657 0.0011448042989892916 0.00059521220062912477 -6.0399570259287022e-06 -0.00146662617667478 0.002240210939176689 0.00063644958827156609 -0.0032780990662385776 0.00081568412907878933
leaf_weight=2627 67 54 48 72 52 56 84 62 62 63 49 67 49 338
leaf_count=2627 67 54 48 72 52 56 84 62 62 63 49 67 49 338
internal_value=0 1.54677e-05 8.81951e-05 -0.000614532 -0.000331375 -0.000671738 -0.000167791 -0.00114215 5.57205e-05 2.28926e-05 0.000978174 5.36159e-05 -0.00101005 9.5506e-05
internal_weight=0 3683 3303 380 308 254 198 114 3255 3144 111 3081 116 2965
internal_count=3750 3683 3303 380 308 254 198 114 3255 3144 111 3081 116 2965
is_linear=0
shrinkage=0.0995203


Tree=3683
num_leaves=15
num_cat=0
split_feature=28 0 0 4 0 9 17 27 21 3 0 21 19 4
split_gain=0.0138501 0.0137722 0.0190317 0.0127731 0.0307233 0.0273479 0.0643066 0.00882769 0.00903911 0.0281982 0.0362308 0.0150265 0.0145711 0.0080047
threshold=0.083225000000000021 -0.0033699999999999997 -0.021574999999999997 0.10398500000000002 0.036480000000000005 0.095415000000000014 -0.11045499999999998 0.10868000000000001 0.11987500000000002 0.10871500000000002 -0.079119999999999982 0.11729000000000002 -0.031244999999999998 0.11378500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 6 -3 8 11 -10 -11 12 -1 -6
right_child=-2 3 -4 4 13 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.0016794492929590773 -0.0014297731295366252 -0.0025424215061562376 0.0020470802275200325 -0.0029633800486065964 -0.00095093678422888115 0.0018654023744183465 0.0014449037568490554 0.0013244112946676995 0.0011659180299055274 -0.0033800499106368767 -0.0001346521028332816 0.00180202526726952 1.3847958582559129e-05 0.00081811852012475539
leaf_weight=53 67 87 48 62 56 55 74 53 62 55 91 49 2892 46
leaf_count=53 67 87 48 62 56 55 74 53 62 55 91 49 2892 46
internal_value=0 1.39505e-05 7.94426e-05 -0.00055316 -0.00121554 -4.64508e-05 -0.000704653 5.01752e-05 2.88282e-05 -0.000605141 -0.00136284 7.31449e-05 4.41011e-05 -0.000145102
internal_weight=0 3683 3303 380 164 216 161 3255 3202 208 146 2994 2945 102
internal_count=3750 3683 3303 380 164 216 161 3255 3202 208 146 2994 2945 102
is_linear=0
shrinkage=0.0995203


Tree=3684
num_leaves=13
num_cat=0
split_feature=0 2 3 1 23 29 0 3 3 6 18 27
split_gain=0.0204519 0.0216339 0.015316 0.0255309 0.01431 0.015299 0.0132081 0.0231028 0.0664655 0.0162411 0.0215084 0.0133525
threshold=0.11291000000000002 0.50951500000000005 0.10486500000000003 -0.49837999999999999 0.086650000000000019 0.097185000000000021 -0.044789999999999996 0.12168500000000003 0.09940000000000003 0.11481500000000001 -0.070914999999999992 0.10120500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 6 9 8 -8 11 -11 -1
right_child=2 -3 3 -5 -6 -7 7 -9 -10 10 -12 -13
leaf_value=7.1014579010758699e-05 -0.0022151719885548306 0.0021677568467716787 0.0014832496747484733 -0.0015875386163283253 -0.001483151830255644 0.0013935966075307657 0.0011013443605650806 0.0020785785251889455 -0.003090298489126439 -0.0024487046624894876 -0.00021832779931961897 -0.0012327822211314243
leaf_weight=2783 67 48 46 64 60 84 159 83 49 61 147 80
leaf_count=2783 67 48 46 64 60 84 159 83 49 61 147 80
internal_value=0 6.89543e-05 -0.00102706 -0.000295949 3.99865e-05 6.67442e-05 3.33491e-05 0.000674265 0.000109954 -2.71159e-05 -0.000876365 3.4297e-05
internal_weight=0 3554 177 110 3506 3446 3362 291 208 3071 208 2863
internal_count=3731 3554 177 110 3506 3446 3362 291 208 3071 208 2863
is_linear=0
shrinkage=0.0995203


Tree=3685
num_leaves=17
num_cat=0
split_feature=0 17 9 3 0 3 18 18 5 19 19 27 26 1 3 0
split_gain=0.0165832 0.0221283 0.0318647 0.0282025 0.0293203 0.0361976 0.0265042 0.0449143 0.020387 0.0195728 0.0216904 0.0180609 0.0178132 0.0150186 0.0125908 0.0317514
threshold=0.11291000000000002 0.0041300000000000009 -0.22988499999999998 0.08400500000000001 -0.071029999999999996 0.10684000000000003 -0.088855000000000003 -0.080424999999999996 -0.061665000000000005 0.11028000000000003 0.10364000000000002 -0.032854999999999995 0.31428500000000009 -0.050379999999999994 0.11125500000000002 0.12512500000000001
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 -5 -8 -9 10 11 -4 -13 -7 15 -2
right_child=14 3 9 4 5 13 7 8 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.0025709635429111348 -0.0034556092956886768 -0.0020717915928585582 0.0017517534708002228 0.0023543143524856975 -0.0037499331960308066 -0.0016061770937469077 -0.002876004462982658 -0.00025006743455799872 0.00087042879421037446 -0.0013914627025496166 0.0023377010589443435 0.00017797953479254007 -0.0014228097872685122 0.00089153171553751735 0.00026548177322103644 -0.00013958292613970889
leaf_weight=56 49 84 70 47 47 48 53 478 242 77 47 2187 71 47 58 70
leaf_count=56 49 84 70 47 47 48 53 478 242 77 47 2187 71 47 58 70
internal_value=0 6.2069e-05 0.000222634 -0.000322136 -0.000168509 -0.00148902 5.91676e-05 -7.93232e-05 0.000125407 0.000168668 0.000219594 0.00017648 0.000127282 -0.000361852 -0.000924847 -0.00151189
internal_weight=0 3554 2508 1046 962 142 820 773 720 2452 2375 2328 2258 95 177 119
internal_count=3731 3554 2508 1046 962 142 820 773 720 2452 2375 2328 2258 95 177 119
is_linear=0
shrinkage=0.0995203


Tree=3686
num_leaves=17
num_cat=0
split_feature=0 9 17 17 9 0 1 9 1 19 17 27 1 8 17 5
split_gain=0.0134462 0.0186612 0.0167453 0.0266148 0.0516525 0.0254319 0.0398446 0.0267841 0.0198034 0.0160521 0.0157819 0.0148336 0.0141 0.0108269 0.0182737 0.00487171
threshold=0.11291000000000002 -0.20504500000000001 0.016900000000000005 0.053575000000000012 0.089435000000000028 -0.071029999999999996 -0.072579999999999992 0.097365000000000021 -0.078509999999999983 0.11028000000000003 -0.55286000000000002 -0.032854999999999995 -0.087734999999999994 -0.011315 -0.54892999999999992 -0.24120999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 9 4 -4 7 -7 8 -5 10 -3 -12 -13 -2 -15 -1
right_child=13 2 3 5 -6 6 -8 -9 -10 -11 11 12 -14 14 -16 -17
leaf_value=0.00070419513032830546 -0.0020262600989691786 0.0016716819411718537 -0.0039759966096268176 0.00092358217838713606 7.5864827578379717e-05 0.00075234801334659999 -0.0030171287517200877 0.0018457341903907313 -0.00042374820284237814 -0.0012424912916110418 0.0015926160996017178 -0.00038446678707937902 0.00023304853830198789 -0.0016520683854071296 0.00077207533522449345 0.0021878103293609661
leaf_weight=46 53 70 55 139 71 46 69 77 483 79 69 456 1848 56 68 46
leaf_count=46 53 70 55 139 71 46 69 77 483 79 69 456 1848 56 68 46
internal_value=0 5.58689e-05 1.84542e-05 -0.000339788 -0.00168631 -0.000130353 -0.00150222 9.41762e-05 -0.000121341 0.000152303 0.000197742 0.000153918 0.000110477 -0.000832806 -0.000316098 0.0014549
internal_weight=0 3554 3462 940 126 814 115 699 622 2522 2443 2373 2304 177 124 92
internal_count=3731 3554 3462 940 126 814 115 699 622 2522 2443 2373 2304 177 124 92
is_linear=0
shrinkage=0.0995203


Tree=3687
num_leaves=14
num_cat=0
split_feature=17 0 5 26 2 17 3 3 5 3 26 26 0
split_gain=0.0131051 0.0307397 0.0202329 0.0103821 0.0232991 0.0173237 0.0219928 0.029011 0.0575388 0.0338932 0.0163246 0.0190474 0.0165943
threshold=-0.56005499999999986 0.042275000000000014 0.62931500000000018 0.15583500000000003 -0.06674999999999999 0.0041300000000000009 0.08400500000000001 0.092395000000000019 -0.085794999999999996 0.093535000000000021 0.12086000000000002 0.11624000000000002 0.11291000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 10 -7 8 -8 -9 11 12 -2
right_child=2 -3 -4 4 -6 6 7 9 -10 -11 -12 -13 -14
leaf_value=0.00053047566120246982 0.00018092142678754377 -0.0029019299942177005 0.0019559496095720198 -0.00092903358484456374 0.0018261945942500391 -0.0018926111151623642 -0.00096314563043372421 -0.0029814226339041653 0.0015635290462118795 -0.00040496442812359095 0.0017786656527850977 -0.0017949804324155117 -0.0013043379235465275
leaf_weight=54 2209 49 54 46 88 85 156 56 208 539 58 52 77
leaf_count=54 2209 49 54 46 88 85 156 56 208 539 58 52 77
internal_value=0 -0.00109447 4.38357e-05 1.47162e-05 0.000874261 -1.85281e-05 -0.00035707 -0.000220116 0.00047842 -0.000648831 0.000128642 8.73589e-05 0.000130535
internal_weight=0 103 3628 3574 134 3440 1044 959 364 595 2396 2338 2286
internal_count=3731 103 3628 3574 134 3440 1044 959 364 595 2396 2338 2286
is_linear=0
shrinkage=0.0995203


Tree=3688
num_leaves=18
num_cat=0
split_feature=9 3 3 21 2 21 21 3 21 26 7 26 19 5 6 6 9
split_gain=0.0219136 0.0127751 0.0243565 0.0284248 0.0224213 0.0170639 0.0476458 0.069387 0.0220321 0.0295958 0.0197974 0.0164261 0.0208949 0.0242411 0.033311 0.0400505 0.0131509
threshold=-0.25326499999999996 0.11721500000000003 0.11360500000000003 0.10787500000000003 -0.23128999999999997 0.091135000000000022 0.09227500000000001 0.10920500000000002 0.08846500000000003 0.084815000000000015 0.085015000000000021 -0.22491999999999998 0.0069650000000000016 -0.46834999999999999 -0.069354999999999986 -0.084184999999999996 0.11222500000000002
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 -2 8 -7 -8 10 -10 -6 -3 13 -13 15 -15 -16
right_child=1 11 3 -5 5 6 7 -9 9 -11 -12 12 -14 14 16 -17 -18
leaf_value=-0.0015527503548985794 0.0016296881468161409 -0.0010496306284722881 -0.0024337670394033685 0.00055854404936562672 0.0001174336524377586 -0.003460321363393967 0.00016643832745099853 -0.0038368044363117546 -0.00014618736833588294 0.0028825174652206335 -0.001925486293242656 -0.00046838213806961709 -0.00073991147764460876 0.0013948093365467725 -0.00023042830528827876 0.0049133371986036754 0.0016146221455515611
leaf_weight=82 89 57 83 50 2153 48 487 47 61 66 48 84 79 104 104 47 60
leaf_count=82 89 57 83 50 2153 48 487 47 61 66 48 84 79 104 104 47 60
internal_value=0 9.18935e-05 1.48525e-05 -0.00130268 7.35557e-05 2.56813e-05 -0.000455962 -0.000184374 0.000146444 0.00142134 7.25091e-05 0.000541377 0.000732812 0.00102646 0.00142768 0.0024954 0.000439599
internal_weight=0 3667 3132 133 2999 2910 582 534 2328 127 2201 535 478 399 315 151 164
internal_count=3749 3667 3132 133 2999 2910 582 534 2328 127 2201 535 478 399 315 151 164
is_linear=0
shrinkage=0.0995203


Tree=3689
num_leaves=19
num_cat=0
split_feature=9 3 8 3 1 2 1 1 1 9 3 18 3 3 20 18 9 3
split_gain=0.0177687 0.0103453 0.0243647 0.0197297 0.0785419 0.018181 0.0168006 0.0364102 0.0351171 0.0174971 0.053356 0.0150316 0.0344195 0.0621036 0.0404322 0.0343272 0.0537159 0.0294836
threshold=-0.25326499999999996 0.11721500000000003 0.15415000000000004 0.11360500000000003 0.066150000000000028 -0.23128999999999997 -0.041095 0.0049450000000000015 -0.14806999999999998 0.11296000000000002 0.14823500000000003 0.082540000000000016 0.10377500000000002 0.10214500000000003 -0.077044999999999988 0.088735000000000022 0.085465000000000027 0.096775000000000014
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 -5 -2 8 -8 -3 10 -9 12 13 -7 -14 16 -13 -17
right_child=1 2 -4 4 -6 11 7 9 -10 -11 -12 15 14 -15 -16 17 -18 -19
leaf_value=-0.0013982203707641511 0.0014675012015036785 0.00010902582978768159 -0.0015332721537599215 -0.0029642398108531299 0.0020887905765758392 -5.9165805457476161e-05 -0.0020156059325361431 0.00046857481444349667 0.003772797468573169 -0.0009930169410824806 0.0041532972547673021 0.00031726914412248431 0.00066470835030431655 0.0034614340778846052 -0.0020199868772551879 -0.00024529016318676743 0.0045211940308872659 0.001430100855475544
leaf_weight=82 89 56 53 86 47 1835 53 231 49 46 47 82 80 51 179 504 48 131
leaf_count=82 89 56 53 86 47 1835 53 231 49 46 47 82 80 51 179 504 48 131
internal_value=0 8.27038e-05 0.000487195 1.33484e-05 -0.00117243 6.62083e-05 0.000711061 0.0003982 0.00182658 0.000795577 0.00109448 2.30695e-05 -0.00011171 3.5602e-05 -0.00118758 0.000402051 0.00187579 9.90526e-05
internal_weight=0 3667 535 3132 133 2999 482 377 105 324 278 2910 2145 1886 259 765 130 635
internal_count=3749 3667 535 3132 133 2999 482 377 105 324 278 2910 2145 1886 259 765 130 635
is_linear=0
shrinkage=0.0995203


Tree=3690
num_leaves=22
num_cat=0
split_feature=2 0 9 9 9 9 9 26 9 6 2 0 2 0 0 21 26 30 1 21 26
split_gain=0.014944 0.0113249 0.027777 0.135099 0.0325446 0.0286517 0.0689807 0.0535881 0.0222006 0.0473897 0.0364803 0.0220282 0.0219494 0.0183996 0.036121 0.0139384 0.0129786 0.0213182 0.0135356 0.0249419 0.0146063
threshold=0.41639000000000009 -0.079805000000000001 0.08888500000000002 0.08938500000000002 0.088135000000000033 0.091405000000000028 0.092150000000000024 0.090385000000000021 0.087155000000000024 0.088915000000000022 -0.081734999999999988 -0.079284999999999994 -0.080914999999999987 -0.081534999999999982 -0.082494999999999999 0.10526500000000003 -0.23202999999999999 0.096930000000000016 -0.023499999999999997 0.11639500000000003 0.11991000000000003
decision_type=2 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 7 -7 -5 13 10 -10 -3 -6 14 -1 -8 -13 18 20 -20 -18
right_child=-2 11 3 5 12 6 15 -9 9 -11 -12 16 -14 -15 -16 -17 17 -19 19 -21 -22
leaf_value=0.00020418789192536214 -0.0012284973563947835 0.0023934877316088357 -0.0046848987980303257 -0.00072469289204580298 0.0031102877799637431 -0.0039300076758789102 0.00033906284495208996 0.0029377117697540751 -0.00056219523202196591 0.00094817790356725696 -0.004527048939063711 -0.0013172406683129676 0.00030119125875541491 0.0017323388354537209 -0.0020747141124835933 -0.0011786308276356754 0.0005282036283906855 0.0020008234468488055 -0.00081245736430376645 0.0010770715764491935 -0.00084746168175632618
leaf_weight=1215 89 48 72 82 59 52 248 76 47 66 46 52 53 70 73 79 809 68 268 93 84
leaf_count=1215 89 48 72 82 59 52 248 76 47 66 46 52 53 70 73 79 809 68 268 93 84
internal_value=0 7.6347e-05 -6.28943e-05 -0.000636576 0.000151074 -9.22598e-05 -0.000563021 0.00103179 2.96581e-05 -0.00108231 -0.00253211 0.000296066 0.00178829 0.000160455 7.43909e-05 -2.50938e-05 0.000222198 0.00028337 0.000189586 -0.000323413 0.000397885
internal_weight=0 3660 2238 609 1629 537 379 158 1517 159 93 1422 112 1358 1288 327 1374 1322 1254 361 893
internal_count=3749 3660 2238 609 1629 537 379 158 1517 159 93 1422 112 1358 1288 327 1374 1322 1254 361 893
is_linear=0
shrinkage=0.0995203


Tree=3691
num_leaves=14
num_cat=0
split_feature=2 4 9 3 8 4 4 0 3 21 4 3 0
split_gain=0.0121182 0.0112678 0.0316295 0.035478 0.0375764 0.0268664 0.0143921 0.0142854 0.0445365 0.038358 0.0155087 0.0164298 0.0118086
threshold=0.41639000000000009 0.11860000000000002 0.11351500000000002 0.14940500000000004 -0.07106999999999998 0.11509500000000002 0.11240500000000002 -0.14075499999999999 0.086605000000000029 0.090285000000000018 0.10724500000000002 0.083875000000000019 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 7 8 -1 -10 11 -9 -6
right_child=-2 2 -4 -5 12 -7 -8 10 9 -11 -12 -13 -14
leaf_value=0.0013499918721835448 -0.0011062370099882886 0.0021002844719332399 -0.0014081601601988567 0.0033699262144737492 0.00020813885161761415 -0.0022956875973035107 0.001762680269349388 -0.00081660296376731903 -0.0021157544560452663 0.00032660513013521326 0.0016084329151580025 0.00012959344258398392 -0.0019781708401634904
leaf_weight=90 89 79 58 56 51 49 48 195 170 101 66 2651 46
leaf_count=90 89 79 58 56 51 49 48 195 170 101 66 2651 46
internal_value=0 6.87489e-05 0.000664084 0.00118567 0.000486032 1.72753e-05 5.16487e-05 2.63055e-05 -0.000563863 -0.00120248 9.97497e-05 6.4475e-05 -0.000820229
internal_weight=0 3660 290 232 176 3370 3321 3273 361 271 2912 2846 97
internal_count=3749 3660 290 232 176 3370 3321 3273 361 271 2912 2846 97
is_linear=0
shrinkage=0.0995203


Tree=3692
num_leaves=26
num_cat=0
split_feature=4 26 5 6 5 0 9 0 17 9 17 8 17 5 5 5 17 6 21 21 9 17 20 2 8
split_gain=0.012775 0.0124411 0.0170528 0.0465129 0.0220471 0.0444409 0.0565152 0.0503846 0.0436 0.0438896 0.0345528 0.0180741 0.0166211 0.060637 0.0615287 0.0599853 0.0247823 0.0225616 0.0247066 0.0331588 0.0378666 0.0354228 0.0252445 0.0120264 0.00735455
threshold=0.15730000000000002 0.096275000000000013 -0.082635 0.086420000000000011 0.054660000000000007 -0.071029999999999996 0.097680000000000031 -0.077784999999999993 -0.0064000000000000003 0.097200000000000022 -0.0087149999999999988 -0.068549999999999986 -0.00067499999999999993 -0.09583499999999999 -0.091229999999999992 -0.087969999999999993 -0.0050499999999999998 0.11596500000000003 0.10900500000000002 0.096665000000000015 0.085610000000000019 0.048565000000000011 0.11250000000000003 -0.063744999999999982 -0.068904999999999994
decision_type=2 2 2 2 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 11 5 7 -7 10 9 -6 -4 -3 13 -1 -15 -16 -17 18 19 20 -14 -21 -20 -8 -9
right_child=-2 2 4 -5 8 6 23 24 -10 -11 -12 -13 17 14 15 16 -18 -19 22 21 -22 -23 -24 -25 -26
leaf_value=-0.0027480858274398921 -0.0016526019747637049 -0.0012393763561559053 0.0015597813975505826 -0.0035642723031087051 0.0023272386199854962 -0.0036352766488374311 0.0016566738927113593 0.0039743846710649589 -0.0035055030882663622 -0.001454850814853042 -0.0021292245449374149 0.0011128980219794252 0.00086282724068512172 0.0030497107573143867 -0.0035251552261667467 8.4885094889140814e-05 -0.0019928944904589415 0.001918274182748578 -0.0024471752530329902 0.0039683192865738182 -0.00043632893546482148 0.00035559888656780484 0.00044963559746784347 -0.00059890962552425545 0.0021346041008411957
leaf_weight=82 47 70 54 57 49 50 46 46 49 80 47 60 444 64 49 1561 59 87 64 51 444 58 55 47 46
leaf_count=82 47 70 54 57 49 50 46 46 49 80 47 60 444 64 49 1561 59 87 64 51 444 58 55 47 46
internal_value=0 -1.28094e-06 -0.000379182 -0.00119329 -8.14044e-05 0.000391258 -0.000935005 0.00137817 -0.00097822 -1.18969e-05 -0.00014878 -0.000147414 8.6224e-05 -0.000103564 2.10935e-05 -9.45524e-05 8.70749e-06 0.000373244 0.000252064 0.000414436 0.000212327 0.00205347 -0.00110143 0.000507953 0.00306339
internal_weight=0 3719 701 187 514 336 143 193 178 129 101 130 3018 1815 1733 1669 1620 1203 1116 997 888 109 119 93 92
internal_count=3766 3719 701 187 514 336 143 193 178 129 101 130 3018 1815 1733 1669 1620 1203 1116 997 888 109 119 93 92
is_linear=0
shrinkage=0.0995203


Tree=3693
num_leaves=17
num_cat=0
split_feature=29 28 17 17 18 18 26 26 19 18 17 17 3 3 18 2
split_gain=0.0148882 0.0121408 0.0120832 0.0211116 0.0223058 0.018661 0.0175802 0.0311653 0.0227744 0.0212078 0.018893 0.0899647 0.0655603 0.0211171 0.0141209 0.0112699
threshold=-0.117605 0.084260000000000015 0.026115000000000006 0.048755000000000014 -0.081614999999999993 -0.070914999999999992 0.093535000000000021 0.091570000000000026 0.11028000000000003 0.088250000000000009 -0.008069999999999999 -0.036600000000000001 0.092510000000000023 0.10293500000000001 -0.089929999999999996 -0.08342999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 14 -6 7 8 9 -2 11 12 -8 -12 -5 -7
right_child=1 -3 3 4 5 15 10 -9 -10 -11 13 -13 -14 -15 -16 -17
leaf_value=-0.0017257814483954801 -0.00015608006131414946 0.0014072244492234968 0.0019879556283059542 0.00042866877986821097 -0.0018429967385387132 -0.00073665415339895391 -0.003256682977886238 0.0017994439188757255 -0.0020096472037655065 0.00077140005937206715 -0.0030064564238453427 0.0028100031998181388 -7.3482431311947582e-05 -0.00055720027694982656 0.0028442489269055126 0.00028594653988458921
leaf_weight=50 1739 60 67 52 52 129 92 91 59 284 62 75 213 82 46 613
leaf_count=50 1739 60 67 52 52 129 92 91 59 284 62 75 213 82 46 613
internal_value=0 2.84787e-06 -1.9976e-05 0.000283169 0.000154201 -1.9621e-05 -0.000128072 -2.92073e-06 -8.20917e-05 -2.54706e-05 -0.000645505 -0.000275043 -0.00103635 -0.00161743 0.00157087 0.00010706
internal_weight=0 3716 3656 959 892 794 2697 2173 2082 2023 524 380 305 144 98 742
internal_count=3766 3716 3656 959 892 794 2697 2173 2082 2023 524 380 305 144 98 742
is_linear=0
shrinkage=0.0995203


Tree=3694
num_leaves=23
num_cat=0
split_feature=1 11 26 6 1 1 2 8 9 0 9 4 5 9 8 0 0 0 1 5 26 9
split_gain=0.0126085 0.0144157 0.01641 0.0230985 0.0322695 0.0402231 0.032181 0.0181464 0.0248966 0.0152918 0.0300478 0.030499 0.0424576 0.024157 0.023629 0.0192299 0.0224235 0.0181336 0.0159298 0.0143151 0.0223816 0.00976727
threshold=-0.55579999999999996 -0.37179999999999996 0.097125000000000031 0.091615000000000016 -0.041999999999999996 -0.083684999999999996 -0.078994999999999996 -0.069939999999999988 0.11351500000000002 -0.061654999999999995 0.098465000000000011 0.10606500000000003 -0.11065499999999999 -0.095314999999999997 -0.066829999999999987 -0.068604999999999985 -0.070664999999999992 -0.14124499999999998 -0.012865 -0.068984999999999991 0.11880500000000002 0.091885000000000022
decision_type=2 2 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 -4 -5 21 -9 13 11 14 -13 17 -11 16 -15 -3 -12 -8 -21 -6
right_child=1 2 3 6 7 -7 19 8 -10 10 18 12 -14 15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.0015721065957413289 -0.0014542301897070306 3.930363214281715e-05 -0.000394845982828776 0.0024895556194836463 -0.00035929913956442869 -0.0038081683016657031 -0.0014957886508946525 0.0014796062658727722 -0.0011222536604014682 -0.00088970306582458714 0.00094250065478771686 0.00073187252236140148 -0.0030209428019826942 -2.675703557712201e-05 0.0013568162742276678 -0.001552239469749419 0.0021924533946911296 0.0026618731251672224 0.0034238485463801288 -0.0005374795962144463 0.0021080575742834988 -0.0023454355739125922
leaf_weight=51 66 48 68 53 55 70 64 92 60 60 55 61 58 2278 199 80 46 59 50 101 46 46
leaf_count=51 66 48 68 53 55 70 64 92 60 60 55 61 58 2278 199 80 46 59 50 101 46 46
internal_value=0 3.20967e-06 2.9795e-05 -0.000421128 -0.000907264 -0.00213217 0.000295768 -0.000235896 0.000447171 0.000128717 0.00064162 0.00022549 -0.00109035 2.97325e-05 0.000833226 -3.50577e-05 1.68166e-05 0.00149304 0.00213189 -0.000251399 0.000284807 -0.00127198
internal_weight=0 3715 3649 655 391 138 264 253 152 2994 483 378 119 2511 259 2404 2324 107 105 211 147 101
internal_count=3766 3715 3649 655 391 138 264 253 152 2994 483 378 119 2511 259 2404 2324 107 105 211 147 101
is_linear=0
shrinkage=0.0995203


Tree=3695
num_leaves=16
num_cat=0
split_feature=29 5 1 20 3 17 1 4 4 4 18 17 1 26 2
split_gain=0.0117136 0.0116978 0.0188711 0.0341538 0.0468402 0.0299788 0.0131052 0.0144275 0.0246541 0.0189816 0.0392781 0.0161216 0.0120488 0.0138967 0.0231474
threshold=-0.117605 -0.40939500000000001 0.41379000000000005 -0.06470999999999999 0.097880000000000023 0.047990000000000012 0.26753500000000008 0.13584500000000002 0.11995000000000003 0.10724500000000002 -0.01205 -0.55026999999999993 0.42491000000000007 -0.054024999999999997 0.13896000000000006
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 9 11 -11 -3 -4 -14 -15
right_child=1 6 12 4 -6 -7 -8 -9 -10 10 -12 -13 13 14 -16
leaf_value=-0.0015293169559567835 -0.002080216849194857 -0.001078086948881128 -0.0013595395077283128 4.6141348548272463e-05 0.0040560833799797667 0.0012386152647670739 -0.0017144746764453536 0.0016719277934362981 -0.0019267361338759577 0.003451834413409423 -0.00013996160310770903 -2.1838399924648621e-05 0.0014860699039007592 -0.0013513885419852443 0.0013079311203930465
leaf_weight=50 46 151 60 52 66 65 47 48 69 47 83 2784 62 83 53
leaf_count=50 46 151 60 52 66 65 47 48 69 47 83 2784 62 83 53
internal_value=0 3.97213e-06 0.000458847 0.00111677 0.00229593 -0.000129382 -6.4379e-05 -3.97488e-05 -6.62259e-05 -2.40745e-05 0.00115231 -7.64593e-05 -0.000121947 0.000248947 -0.000309017
internal_weight=0 3716 487 229 118 111 3229 3182 3134 3065 130 2935 258 198 136
internal_count=3766 3716 487 229 118 111 3229 3182 3134 3065 130 2935 258 198 136
is_linear=0
shrinkage=0.0995203


Tree=3696
num_leaves=17
num_cat=0
split_feature=5 18 18 18 9 19 7 3 19 5 5 21 5 5 20 0
split_gain=0.0188854 0.012433 0.0736942 0.0283412 0.0216024 0.0170385 0.0216536 0.0222464 0.015932 0.013949 0.0252905 0.0186203 0.0848312 0.0631211 0.0160045 0.0136137
threshold=0.6362850000000001 -0.022504999999999997 -0.027300000000000001 -0.018864999999999996 -0.37999999999999995 0.10395500000000002 0.083320000000000019 0.084290000000000018 0.11368500000000002 -0.041054999999999994 -0.025879999999999997 -0.014264999999999998 -0.015214999999999999 -0.015824999999999995 -0.0088249999999999978 -0.083390000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -3 -5 6 7 -6 -7 14 -11 12 -12 -13 -1 -10
right_child=-2 3 -4 4 5 8 -8 -9 15 10 11 13 -14 -15 -16 -17
leaf_value=-0.00032119911843755874 -0.0019874207468952763 0.0025335007435450642 -0.0041543175929859184 -0.0019989056913824409 0.0010563550505655194 -0.001947700168764633 -0.0018976981745789513 0.00013619726233667288 0.00071641805039927235 -0.0022232394990936172 0.0044179735476680875 -0.0036700639036419251 -0.0004944337665582732 -7.4731534473288598e-05 0.0021914404384910467 -0.0009682615018548321
leaf_weight=46 48 48 46 48 311 67 46 1615 91 58 48 51 126 948 54 99
leaf_count=46 48 48 46 48 311 67 46 1615 91 58 48 51 126 948 54 99
internal_value=0 -4.06014e-07 -0.000237614 0.00013973 8.89092e-05 0.000134236 0.00023387 0.000285204 -0.000627081 -0.000101636 -0.000194021 -9.29866e-05 0.000856009 -0.000259097 0.00102744 -0.00015708
internal_weight=0 3702 1377 2325 2277 2229 1972 1926 257 1331 1231 1173 174 999 100 190
internal_count=3750 3702 1377 2325 2277 2229 1972 1926 257 1331 1231 1173 174 999 100 190
is_linear=0
shrinkage=0.0995203


Tree=3697
num_leaves=16
num_cat=0
split_feature=10 10 26 26 3 9 6 20 6 20 21 21 21 20 26
split_gain=0.0160617 0.0147904 0.0123503 0.046708 0.0162139 0.0200088 0.0301984 0.0171442 0.0198227 0.016022 0.0191944 0.0418808 0.0299815 0.011149 0.0103517
threshold=0.090150000000000022 0.087405000000000024 0.085635000000000031 0.086255000000000012 0.16149500000000003 -0.095314999999999997 -0.095324999999999993 0.15091500000000005 -0.14765999999999999 0.0013750000000000004 0.098250000000000018 0.09407500000000002 0.11347500000000002 0.10337500000000002 -0.077514999999999987
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 -1 8 -7 10 11 -5 -12 -11 -6
right_child=-2 -3 3 9 14 7 -8 -9 -10 13 12 -13 -14 -15 -16
leaf_value=0.0027315687245899768 -0.0013522550412350457 0.0017082264994828671 -0.0024073109858956518 -3.5688312210148001e-05 -4.8766555230396226e-05 -0.00083850186515905113 -0.00048109218174239991 0.002040567567222176 0.00022926711889881539 -0.0022280028342773605 0.00200855164542423 -0.0029147600827428384 -0.00022839743019611333 -0.00022411543391649217 -0.0021672038374033142
leaf_weight=74 88 50 90 1349 47 198 47 46 1314 56 112 52 125 56 46
leaf_count=74 88 50 90 1349 47 198 47 46 1314 56 112 52 125 56 46
internal_value=0 8.15427e-06 -1.51528e-05 -0.000195953 0.000172124 0.000243374 0.00147691 0.000147047 8.88988e-05 -8.17586e-05 -2.51626e-06 -0.000143133 0.000825272 -0.00123337 -0.0011054
internal_weight=0 3662 3612 1840 1772 1679 121 1558 1512 1750 1638 1401 237 112 93
internal_count=3750 3662 3612 1840 1772 1679 121 1558 1512 1750 1638 1401 237 112 93
is_linear=0
shrinkage=0.0995203


Tree=3698
num_leaves=15
num_cat=0
split_feature=5 2 2 26 26 0 0 19 3 8 9 30 20 3
split_gain=0.0158106 0.0128263 0.0151604 0.0092799 0.0268534 0.0244864 0.0229139 0.02269 0.0165378 0.0211361 0.0116596 0.027668 0.0154305 0.0163189
threshold=0.6362850000000001 -0.23128999999999997 -0.24206999999999998 0.085635000000000031 0.086255000000000012 -0.13955999999999999 -0.10942499999999999 0.0069650000000000016 0.16149500000000003 -0.082244999999999999 -0.095314999999999997 0.084020000000000025 0.15091500000000005 0.13640000000000005
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 -8 10 -10 11 -3 13 -12
right_child=-2 3 -4 4 5 6 7 -9 9 -11 12 -13 -14 -15
leaf_value=-8.4226619083375387e-05 -0.001815935324002448 0.0029465459576159475 0.0024145352726221798 -0.0018707756774336225 -0.0020914551573056523 0.0019324952420814248 4.3306453010734287e-05 -0.0010659955969847706 -0.0026407428000686465 0.00034642877657604199 0.00015818990967699298 -7.3582343231655704e-05 0.0018357132352172713 -0.001223910061436874
leaf_weight=48 48 50 47 89 59 57 1439 209 47 46 1396 74 51 90
leaf_count=48 48 50 47 89 59 57 1439 209 47 46 1396 74 51 90
internal_value=0 1.73137e-06 0.00114339 -2.81102e-05 -0.000183604 -9.8016e-05 -2.85546e-05 -9.6879e-05 0.000135693 -0.00115442 0.00020842 0.00113761 0.000132923 7.39317e-05
internal_weight=0 3702 95 3607 1853 1764 1705 1648 1754 93 1661 124 1537 1486
internal_count=3750 3702 95 3607 1853 1764 1705 1648 1754 93 1661 124 1537 1486
is_linear=0
shrinkage=0.0995203


Tree=3699
num_leaves=22
num_cat=0
split_feature=26 26 0 0 26 1 6 9 6 20 3 8 3 9 4 3 9 9 9 36 0
split_gain=0.00738545 0.0317008 0.0203307 0.0181183 0.0238485 0.0274651 0.0441687 0.017065 0.0369817 0.0141992 0.0130911 0.0173203 0.0125952 0.0161504 0.0372001 0.0353312 0.0170598 0.0215752 0.0171352 0.0154742 0.0126973
threshold=0.085635000000000031 0.086255000000000012 -0.13955999999999999 -0.10942499999999999 0.08734500000000002 -0.0086750000000000004 0.087575000000000028 0.085765000000000022 0.087765000000000024 0.0033350000000000007 0.16149500000000003 -0.082244999999999999 0.14426500000000003 0.09833500000000002 0.11670500000000002 0.11089500000000001 0.092150000000000024 0.09550500000000002 0.090255000000000016 0.088655000000000025 -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
left_child=10 -2 -3 -4 5 6 -5 8 -6 -9 12 -12 13 16 15 20 18 -18 19 -1 -15
right_child=1 2 3 4 7 -7 -8 9 -10 -11 11 -13 -14 14 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0001384998064667564 -0.0019816155201732651 -0.001883313184702147 0.0017401728828834648 -0.0016206219738531744 -0.0017448530635069774 0.0031531366201931442 0.0024138238066769976 3.7890210530482436e-05 0.0012083779559370238 -0.0013304891841397649 -0.0023779354073845652 0.00025767453059699082 0.0016263416152743199 -0.0014004868855888827 0.0015372700566468958 -0.0034165019934609552 0.0022974843794508018 -0.000132028904000466 -0.0016151909902359645 0.0018924900596498889 0.00086241367498393541
leaf_weight=1253 90 59 57 58 165 46 50 1217 56 80 47 51 58 51 55 58 85 62 53 52 47
leaf_count=1253 90 59 57 58 165 46 50 1217 56 80 47 51 58 51 55 58 85 62 53 52 47
internal_value=0 -0.000158824 -6.66148e-05 -4.14865e-06 -6.41038e-05 0.00111519 0.000239597 -0.000184282 -0.000992819 -4.58814e-05 0.000120444 -0.00099799 0.00018269 0.000133419 -0.000680948 -0.00146826 0.000248136 0.00126722 0.00013722 0.000209018 -0.000306865
internal_weight=0 1878 1788 1729 1672 154 108 1518 221 1297 1872 98 1774 1716 211 156 1505 147 1358 1305 98
internal_count=3750 1878 1788 1729 1672 154 108 1518 221 1297 1872 98 1774 1716 211 156 1505 147 1358 1305 98
is_linear=0
shrinkage=0.0995203


Tree=3700
num_leaves=13
num_cat=0
split_feature=20 29 1 1 1 1 1 1 1 8 8 1
split_gain=0.0115238 0.0105011 0.0106082 0.0332496 0.0233725 0.019395 0.0476421 0.0228144 0.0134375 0.010175 0.0198172 0.0187675
threshold=0.27420500000000009 -0.14715999999999999 -0.064534999999999995 -0.07002499999999999 -0.050379999999999994 -0.072579999999999992 -0.075284999999999991 -0.077429999999999985 -0.046044999999999996 -0.012839999999999999 -0.071594999999999992 0.0022300000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 7 -3 -6 10 -10 -11
right_child=-2 2 4 -5 8 -7 -8 -9 9 11 -12 -13
leaf_value=0.0015058983677402845 -0.0014484561148786798 0.00017503402527453015 -0.0017113027236766124 0.0024230691148781876 0.0014518894174729206 -0.001865283913468789 0.0033052358532150322 -0.0016670631296729769 -0.00013734856133859765 -0.001204754567163795 0.00081986476976353905 -1.4363151539268648e-05
leaf_weight=48 52 1350 88 65 57 47 47 70 1098 208 266 359
leaf_count=48 52 1350 88 65 57 47 47 70 1098 208 266 359
internal_value=0 4.3191e-05 2.37578e-05 0.000218353 -0.000123856 0.000123158 0.000187422 8.36499e-05 -5.31752e-05 -9.80262e-05 4.87219e-05 -0.000452494
internal_weight=0 3703 3655 1579 2076 1514 1467 1420 1988 1931 1364 567
internal_count=3755 3703 3655 1579 2076 1514 1467 1420 1988 1931 1364 567
is_linear=0
shrinkage=0.0995203


Tree=3701
num_leaves=11
num_cat=0
split_feature=3 23 3 31 7 4 3 2 0 1
split_gain=0.0101931 0.0119837 0.0154784 0.0109153 0.00950504 0.0331812 0.0117826 0.0155772 0.0179259 0.00844745
threshold=0.17152000000000003 -0.046924999999999994 0.12992500000000004 0.085410000000000028 1.0000000180025095e-35 0.08024000000000002 0.14823500000000003 0.40115000000000006 -0.14680499999999999 0.10055500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 8 -3 -2
right_child=9 3 -4 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.0023184402685575102 0.0018545541009065646 -0.00074070177827792287 0.00019610124123294238 -0.0014843384769524716 -0.00096563770328009376 0.0022112365749397305 -0.0014089869972549382 0.0017953525380814104 8.0216411219433538e-05 6.0454992213666203e-05
leaf_weight=50 54 289 46 47 56 77 57 49 2978 52
leaf_count=50 54 289 46 47 56 77 57 49 2978 52
internal_value=0 -7.67175e-06 -0.00110503 2.17478e-05 4.21713e-05 0.00086745 9.3872e-06 3.40151e-05 7.34711e-06 0.000982153
internal_weight=0 3649 96 3553 3506 133 3373 3316 3267 106
internal_count=3755 3649 96 3553 3506 133 3373 3316 3267 106
is_linear=0
shrinkage=0.0995203


Tree=3702
num_leaves=23
num_cat=0
split_feature=3 0 0 8 6 0 3 13 26 36 1 1 6 6 8 1 9 21 3 1 3 6
split_gain=0.00886546 0.0267845 0.0198521 0.0371183 0.0522796 0.0297909 0.0171781 0.0167511 0.0151206 0.0136025 0.0113228 0.0351748 0.0271816 0.0401117 0.0315988 0.0217004 0.0460285 0.0237189 0.0140195 0.025629 0.0209454 0.00859047
threshold=0.084685000000000024 -0.14909499999999998 -0.085605000000000001 -0.085165000000000005 0.087455000000000019 -0.089449999999999988 0.084955000000000017 0.084325000000000025 0.086895000000000014 0.088605000000000017 -0.064534999999999995 -0.07002499999999999 0.11816500000000002 0.10737000000000003 -0.083504999999999982 -0.049499999999999995 0.099610000000000018 0.15544000000000005 0.086850000000000024 -0.0027699999999999995 0.087625000000000022 0.041585000000000011
decision_type=2 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 -3 -2 8 9 21 11 12 13 14 -8 16 -12 18 19 -17 -20 -4
right_child=6 2 7 -5 -6 -7 10 -9 -10 -11 15 -13 -14 -15 -16 17 -18 -19 20 -21 -22 -23
leaf_value=0.0017568111191718556 0.0016594500570713802 -0.00022431128065185225 0.00010171785489475988 -0.0032027412612544233 0.0024018092841719902 -0.0031612878456893597 0.00087342808705847359 -0.0016556698800336777 0.0019702513768394226 0.0013559518648594351 -0.0035829104224478709 0.0025775603633947817 -0.0021557030779580026 0.0028578875682461571 -0.00027778352718399067 -2.7413060491561162e-05 0.00067899377413933783 0.0021833424789362062 0.0015285213438118574 -0.0029333924602872098 -8.4808233519140689e-05 -0.0016879651462371153
leaf_weight=54 67 85 61 67 47 58 362 46 49 48 52 63 48 56 678 85 48 47 84 47 1557 46
leaf_count=54 67 85 61 67 47 58 362 46 49 48 52 63 48 56 678 85 48 47 84 47 1557 46
internal_value=0 -0.000346538 -0.000572178 -0.00118653 -0.000471243 -0.00142126 8.23508e-05 5.61023e-05 0.000446103 -3.04431e-05 4.82976e-05 0.000287322 0.000160483 0.000262669 0.00012214 -0.000101538 -0.00152901 -2.26555e-05 -8.15955e-05 -0.00106832 -1.72574e-06 -0.000660028
internal_weight=0 561 507 257 190 143 3194 250 204 155 3127 1207 1144 1096 1040 1920 100 1820 1773 132 1641 107
internal_count=3755 561 507 257 190 143 3194 250 204 155 3127 1207 1144 1096 1040 1920 100 1820 1773 132 1641 107
is_linear=0
shrinkage=0.0995203


Tree=3703
num_leaves=11
num_cat=0
split_feature=20 17 2 20 20 20 20 20 6 20
split_gain=0.00866437 0.00988297 0.0427832 0.0135573 0.0168712 0.0189928 0.0144468 0.0126399 0.0111172 0.0072117
threshold=0.27420500000000009 0.51174000000000019 -0.073884999999999992 0.10634000000000003 0.09327000000000002 0.084680000000000019 0.0033350000000000007 -0.07650499999999999 -0.14723999999999998 0.12549000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 6 8 -3 -1 -5
right_child=-2 2 -4 9 -6 -7 -8 -9 -10 -11
leaf_value=-0.00057758659243220187 -0.0012590278612207453 0.00055158073150273249 0.0026314900990154267 0.001999560967203187 -0.0015779988180101121 0.0020024021578738753 -0.0014280752222076681 -0.0017596912943797125 5.6603283358612141e-05 0.00041299479514082121
leaf_weight=302 52 46 71 47 69 46 72 47 2927 76
leaf_count=302 52 46 71 47 69 46 72 47 2927 76
internal_value=0 3.4389e-05 0.000789653 -3.79178e-07 -3.75721e-05 -5.57085e-06 -3.38003e-05 -0.000607679 -2.45734e-06 0.0010259
internal_weight=0 3703 164 3539 3416 3347 3301 93 3229 123
internal_count=3755 3703 164 3539 3416 3347 3301 93 3229 123
is_linear=0
shrinkage=0.0995203


Tree=3704
num_leaves=22
num_cat=0
split_feature=18 18 0 20 9 21 9 3 21 18 1 1 5 20 8 5 20 17 21 8 4
split_gain=0.0196064 0.011456 0.0189978 0.0119885 0.0396251 0.0712297 0.0452121 0.0638137 0.0355183 0.0730986 0.0228853 0.06017 0.0318318 0.0163414 0.0412927 0.0287039 0.0183751 0.0366172 0.0641827 0.0141834 0.0312607
threshold=-0.45171999999999995 0.19545000000000004 -0.072529999999999997 -0.080434999999999993 0.083955000000000016 0.09296500000000002 0.085665000000000033 0.087515000000000023 0.086925000000000016 -0.086064999999999989 -0.00080499999999999994 -0.011714999999999998 -0.10894 -0.075115000000000001 -0.080055000000000001 -0.094469999999999985 -0.049534999999999996 -0.065004999999999993 0.10168500000000003 -0.49499500000000002 0.14566000000000004
decision_type=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 8 7 -6 9 -2 11 -8 -12 14 15 -5 17 -15 -19 -18 -21
right_child=1 2 -4 13 6 -7 10 -9 -10 -11 12 -13 -14 16 -16 -17 19 18 -20 20 -22
leaf_value=-0.0016152949900414141 -0.0023222224481710399 -7.7070447919887222e-05 0.0025062950523268702 0.0013181494220939505 -0.0003411073452495599 0.0039692362459984205 -0.00088157718412878029 -0.0049091431291558886 -0.00225502399528224 0.0025787906899739413 -0.00018342404268493275 0.0026873708798113394 -0.0034742165623272464 -0.0029177864436250272 0.0025138123178029357 -0.0021219100804223396 -0.0012101139410091409 0.0016922486065442434 -0.0027305193501294209 4.5761031826222157e-05 0.0023108596363983613
leaf_weight=77 49 69 47 46 62 50 145 60 60 78 78 69 47 63 88 50 84 84 53 2310 62
leaf_count=77 49 69 47 46 62 50 145 60 60 78 78 69 47 63 88 50 84 84 53 2310 62
internal_value=0 -1.03004e-05 0.000962581 -4.24295e-05 -0.00041208 0.00063164 -0.000950431 -0.00259439 -0.000256389 0.000681403 -0.000356384 0.000265333 -0.00142731 4.81329e-05 0.00095519 -0.000465021 -1.43972e-05 -0.000931947 -1.27742e-05 5.99885e-05 0.000105312
internal_weight=0 3654 116 3538 698 237 461 122 187 127 339 214 125 2840 184 96 2656 200 137 2456 2372
internal_count=3731 3654 116 3538 698 237 461 122 187 127 339 214 125 2840 184 96 2656 200 137 2456 2372
is_linear=0
shrinkage=0.0995203


Tree=3705
num_leaves=16
num_cat=0
split_feature=18 18 6 18 8 6 8 6 2 5 8 21 20 20 5
split_gain=0.0158965 0.00927592 0.0105897 0.010407 0.0119179 0.025674 0.0348365 0.0263774 0.104823 0.0256008 0.0207972 0.0154285 0.0134923 0.0327832 0.0182463
threshold=-0.45171999999999995 0.19545000000000004 0.041585000000000011 0.15374500000000005 -0.077074999999999991 0.091615000000000016 -0.073999999999999996 0.041585000000000011 -0.082644999999999982 0.058505000000000008 -0.077889999999999987 -0.091104999999999992 -0.081864999999999993 -0.083404999999999993 0.19791500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 10 7 -7 11 -9 -8 12 -6 13 -2 -14
right_child=1 2 -4 -5 5 6 9 8 -10 -11 -12 -13 14 -15 -16
leaf_value=-0.0014545404136435452 -0.00024151245381630359 0 0.0019210138547117125 -0.00149387774279354 -0.0016362533304787675 0.0033665419888989404 -5.7265493783763201e-05 0.0013393037226918534 -0.0041429543604974339 0.0021071264343476338 -0.002072643232642443 0.00022512435135644738 8.5630178974153862e-05 -0.0028798165689049604 -0.0012604253989228927
leaf_weight=77 262 64 52 48 46 51 199 71 67 74 56 1031 1469 57 107
leaf_count=77 262 64 52 48 46 51 199 71 67 74 56 1031 1469 57 107
internal_value=0 -9.31984e-06 0.000866083 -3.8253e-05 -1.79983e-05 0.000188807 0.000976004 -2.0439e-05 -0.00131644 0.000526421 -0.000181551 0.000144862 -0.000125235 -0.0007155 -5.23871e-06
internal_weight=0 3654 116 3538 3490 1539 324 1215 138 273 1951 1077 1895 319 1576
internal_count=3731 3654 116 3538 3490 1539 324 1215 138 273 1951 1077 1895 319 1576
is_linear=0
shrinkage=0.0995203


Tree=3706
num_leaves=29
num_cat=0
split_feature=18 26 5 5 5 26 0 0 0 6 26 18 8 3 1 26 6 3 21 5 5 26 5 18 2 8 3 5
split_gain=0.0128892 0.00838606 0.0302252 0.0561845 0.0466558 0.0331999 0.0246042 0.021436 0.0430822 0.0202981 0.0483048 0.027731 0.091003 0.0484027 0.0199068 0.0485453 0.0698444 0.0198283 0.0197861 0.0186983 0.046081 0.0190145 0.0178885 0.0258759 0.0216518 0.0159498 0.0158045 0.0191484
threshold=-0.45171999999999995 0.091570000000000026 -0.082635 -0.09583499999999999 -0.076589999999999991 0.092385000000000023 -0.08892499999999999 -0.014889999999999999 0.019150000000000004 0.087670000000000012 0.090625000000000025 -0.011039999999999999 -0.080724999999999991 0.08785500000000003 -0.085349999999999995 0.085790000000000019 0.086275000000000032 0.084290000000000018 0.086690000000000017 -0.0038499999999999997 -0.02504 -0.097259999999999999 0.13648000000000002 -0.10303999999999999 -0.082904999999999993 0.097995000000000013 0.10457000000000002 0.19791500000000004
decision_type=2 2 2 2 2 2 2 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 -4 -6 18 9 -9 14 11 12 -11 -13 15 17 -17 -2 -3 20 -16 -21 24 -24 -7 26 27 -10
right_child=1 2 4 -5 5 22 -8 8 25 10 -12 13 -14 -15 19 16 -18 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=-0.0013097841952901168 -0.001947405600684972 -0.00023930628743636559 0.0034171711361573394 -0.0035434906910327365 0.0026604330520204767 0.0023299043682565982 -0.0013105790189226125 0.0031153339837852699 0.00010186607622482999 -0.0028231567372913459 -0.0038213573301337216 0.0018726134247498707 0.00094008959111392047 -0.00092719060736404517 -6.4355658067609283e-06 0 0.0052182135566899374 0.00044861156246242648 0.002407459750387204 -0.0011269727890843319 -0.0014176183044797865 0.00083906548381341495 0.00070431757265655205 -0.001943515791266468 0.00018313800935043992 -0.0013351501337812003 -0.00065218373684294698 0.002432864773250483
leaf_weight=77 51 57 53 54 56 53 73 58 80 145 46 109 113 139 936 54 48 103 54 59 304 273 63 86 392 58 74 63
leaf_count=77 51 57 53 54 56 53 73 58 80 145 46 109 113 139 936 54 48 103 54 59 304 273 63 86 392 58 74 63
internal_value=0 -8.39904e-06 0.000247353 -0.000720492 0.000576181 0.000343271 0.000103548 -9.74081e-05 0.000649877 -0.000202309 -0.000731295 -0.000448762 -0.00117174 0.000300068 -4.21238e-05 0.000771109 0.00245603 -0.000339559 0.00104094 -0.000175079 -0.000353063 0.000487213 0.00012344 -0.000818468 0.00044066 0.000126912 0.000521467 0.00113453
internal_weight=0 3654 941 238 703 650 184 2713 333 2380 552 506 258 248 1828 256 102 154 111 1572 1240 332 594 149 445 275 217 143
internal_count=3731 3654 941 238 703 650 184 2713 333 2380 552 506 258 248 1828 256 102 154 111 1572 1240 332 594 149 445 275 217 143
is_linear=0
shrinkage=0.0995203


Tree=3707
num_leaves=24
num_cat=0
split_feature=26 9 5 5 6 5 26 5 26 9 9 26 2 2 21 21 1 21 6 0 2 26 6
split_gain=0.00868713 0.0350197 0.0532604 0.042309 0.0409529 0.0408443 0.0395878 0.0268569 0.016302 0.0292576 0.0118282 0.012135 0.0117918 0.0585977 0.0274266 0.0584026 0.032331 0.0444825 0.0250032 0.0513813 0.0425936 0.0179289 0.00513111
threshold=0.10144500000000002 0.11296000000000002 -0.24120999999999998 -0.065999999999999989 0.091615000000000016 -0.082635 0.11624000000000002 -0.066919999999999993 0.097125000000000031 0.095950000000000021 0.11201500000000002 -0.092795000000000002 -0.082025000000000001 -0.082294999999999993 0.10683000000000002 0.10237500000000002 0.0033150000000000007 0.11816500000000002 0.08866000000000003 -0.085794999999999996 -0.082644999999999982 0.090275000000000022 -0.063485
decision_type=2 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 -4 -7 -6 10 -10 12 -12 13 18 15 21 22 -18 20 -20 -1 -14 -16
right_child=1 3 4 -5 7 6 -8 -9 9 -11 11 -13 14 -15 16 -17 17 -19 19 -21 -22 -23 -24
leaf_value=-0.00010419405391483364 0.0037776756955352959 -0.0032734652815572772 -0.0025393666831584473 0.00028518968324716369 0.0032367949459623816 0.0022436774857485745 -0.00094866933753296476 0.00040819672946801132 0.00024333847021843402 -0.0031889494880738686 7.3678886567481018e-05 0.0021409703284075311 -4.0198967652602777e-05 -0.0034062853125672991 0.0013766361749445737 0.0036428853563057581 -0.0037321461424938058 -0.00039926058883922832 0.001523798518902477 -0.0017800668114447157 0.0026946475410512677 0.00089149685580012584 -8.6366829606522401e-05
leaf_weight=972 52 52 66 90 63 67 90 72 52 46 70 48 1044 58 47 49 64 106 60 206 57 254 46
leaf_count=972 52 52 66 90 63 67 90 72 52 46 70 48 1044 58 47 49 64 106 60 206 57 254 46
internal_value=0 0.000332176 0.000799791 -0.00101222 0.000364962 -0.000460323 0.000408456 0.00173427 -9.54022e-05 -0.00135938 -5.4932e-05 0.000921549 -9.40961e-05 -0.0003108 8.75073e-05 0.000269468 -0.000841326 -0.00165881 -0.000171528 -0.00103176 5.00484e-05 0.00014149 0.000644198
internal_weight=0 552 410 142 358 223 157 135 3179 98 3081 118 2963 1353 1610 1347 263 170 1295 266 1029 1298 93
internal_count=3731 552 410 142 358 223 157 135 3179 98 3081 118 2963 1353 1610 1347 263 170 1295 266 1029 1298 93
is_linear=0
shrinkage=0.0995203


Tree=3708
num_leaves=14
num_cat=0
split_feature=2 4 0 9 6 6 6 4 6 1 21 28 4
split_gain=0.0228892 0.0222972 0.01697 0.0159006 0.0409507 0.0249939 0.0138291 0.0119429 0.0141706 0.0123937 0.023896 0.0165414 0.0105433
threshold=0.12875500000000004 0.13210500000000003 -0.14028499999999997 -0.093949999999999992 -0.09416999999999999 0.17176000000000005 -0.25061999999999995 0.13831000000000004 -0.425425 0.27552000000000004 -1.0000000180025095e-35 0.083225000000000021 0.11931500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 7 -3 8 12 11 -11 -10 -5
right_child=1 6 -4 5 -6 -7 -8 -9 9 10 -12 -13 -14
leaf_value=0.00053221005905199016 -0.0029363729536661738 -0.0010067099665753997 -0.00076334655813729466 -0.0021803594109579961 -0.0031783924995370423 0.0019632222523194875 0.0010283114336874148 0.0016675795142052021 0.00012970110809592403 -0.00032524595098183255 0.0026380970902346928 -0.0017130411187846037 -4.2690234567834977e-05
leaf_weight=71 60 59 91 46 50 75 75 49 2947 52 55 49 47
leaf_count=71 60 59 91 46 50 75 75 49 2947 52 55 49 47
internal_value=0 -0.00080259 -0.00163222 0.000125304 -0.000994332 0.000166357 0.000126185 0.000124574 0.000100661 0.000137175 0.00119032 9.92895e-05 -0.00110883
internal_weight=0 285 151 3441 121 3320 134 3245 3196 3103 107 2996 93
internal_count=3726 285 151 3441 121 3320 134 3245 3196 3103 107 2996 93
is_linear=0
shrinkage=0.0995203


Tree=3709
num_leaves=21
num_cat=0
split_feature=8 8 8 9 17 17 0 18 18 18 9 9 20 9 6 18 17 6 21 9
split_gain=0.0159505 0.0195769 0.0154526 0.0146448 0.0362089 0.0653543 0.0277553 0.0222007 0.0459641 0.0285135 0.0213974 0.023399 0.0120089 0.018525 0.0111646 0.0447782 0.0422159 0.0164262 0.0108968 0.00491302
threshold=-0.26194999999999996 -0.42187000000000002 -0.49499500000000002 0.097365000000000021 0.026115000000000006 0.093960000000000016 -0.072039999999999979 0.14607000000000003 0.24916000000000005 0.12317000000000002 0.098875000000000018 0.10199500000000002 0.0033350000000000007 0.11408000000000003 0.11056500000000001 -0.082304999999999989 0.41031000000000012 0.10449000000000003 0.12208500000000003 -0.16268999999999997
decision_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 19 7 10 -6 -7 9 -9 14 -5 -12 13 -13 17 -16 -17 18 -2 -1
right_child=3 -3 -4 4 5 6 -8 8 -10 -11 11 12 -14 -15 15 16 -18 -19 -20 -21
leaf_value=-0.0015909807168640357 5.3533532082885338e-05 -0.0021560144774712122 0.0011478768438490938 -0.0019182777585302843 0.0048683745869093926 0.0021407619414807893 -0.00107783391751781 0.0036740195027874689 -0.00036605954680991659 -0.0023757960820994777 0.0021533007403573556 0.0012239286933039765 -0.0014916543074474193 -0.00043868609271021281 -0.0033613579165035863 0.002287952888887443 -0.0013510248697488664 0.001895275912460033 -0.0011641058045447621 -0.00020810512101120734
leaf_weight=50 2451 69 58 47 49 51 55 49 64 51 59 113 46 160 48 55 74 47 75 55
leaf_count=50 2451 69 58 47 49 51 55 49 64 51 59 113 46 160 48 55 74 47 75 55
internal_value=0 -0.000750007 -0.000149804 0.000101925 0.000558644 0.00186096 0.000463013 1.0739e-05 0.00137859 -4.41516e-05 8.17564e-05 0.000332604 -1.57356e-06 0.000246504 -6.12489e-07 -0.000765445 0.000194132 5.16832e-05 1.70562e-05 -0.000874414
internal_weight=0 232 163 3494 580 155 106 2914 113 2801 425 378 319 273 2750 177 129 2573 2526 105
internal_count=3726 232 163 3494 580 155 106 2914 113 2801 425 378 319 273 2750 177 129 2573 2526 105
is_linear=0
shrinkage=0.0995203


Tree=3710
num_leaves=19
num_cat=0
split_feature=2 3 5 1 18 0 5 6 5 3 18 9 18 1 21 17 3 18
split_gain=0.015436 0.0186427 0.0369878 0.0249606 0.012529 0.0243834 0.0178589 0.0152063 0.0149068 0.0212327 0.0315456 0.0535522 0.0115176 0.036543 0.0416984 0.0146236 0.0235772 0.0131634
threshold=0.12875500000000004 0.12212000000000002 -0.086109999999999992 0.066150000000000028 -0.26599999999999996 -0.062294999999999996 0.51390500000000017 0.17176000000000005 0.22078000000000006 0.08844500000000001 -0.13579499999999997 0.087635000000000032 -0.085834999999999995 0.0013500000000000003 0.087365000000000012 -0.15450999999999998 0.089095000000000021 0.12487500000000003
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 8 12 -10 -11 -12 13 14 -6 16 -14 -17
right_child=1 3 -4 -5 7 -7 -8 -9 9 10 11 -13 15 -15 -16 17 -18 -19
leaf_value=-0.0013862929790538735 1.8017793635376991e-05 0.0013512598453415453 -0.003471633554949078 -0.0011042630656421934 -0.00049278755688753051 0.0023114950980358518 0.0012596678150641103 0.0014134861867732712 0.0010713069488544516 -0.0032856610295551631 -0.0030235563383027428 0.00039568002464633953 0.0026461951234071392 -0.0029773672209750849 0.0020803894626543014 0.00019965279883497761 0 -0.00071350910788741848
leaf_weight=51 64 76 56 89 370 73 50 80 62 48 61 176 61 47 75 2044 74 169
leaf_count=51 64 76 56 89 370 73 50 80 62 48 61 176 61 47 75 2044 74 169
internal_value=0 -0.000659732 -0.00160367 2.18044e-05 0.000102231 0.000925412 -6.83062e-05 5.81383e-05 2.38595e-05 -0.000591555 -0.000956173 -0.000480923 9.9341e-05 -0.000337883 -5.72663e-05 0.000191306 0.00119762 0.000129548
internal_weight=0 285 120 165 3441 174 101 3267 3187 347 285 237 2840 492 445 2348 135 2213
internal_count=3726 285 120 165 3441 174 101 3267 3187 347 285 237 2840 492 445 2348 135 2213
is_linear=0
shrinkage=0.0995203


Tree=3711
num_leaves=16
num_cat=0
split_feature=2 3 5 5 0 9 6 6 18 0 17 28 5 10 3
split_gain=0.0125079 0.0151024 0.0300158 0.0216691 0.0202663 0.0116097 0.0333518 0.0177045 0.0114999 0.01678 0.0338687 0.0124949 0.0126678 0.0185079 0.0105676
threshold=0.12875500000000004 0.12212000000000002 -0.086109999999999992 -0.06515 -0.12236 -0.093949999999999992 -0.09416999999999999 0.17176000000000005 -0.24388499999999999 -0.067059999999999995 -0.42946499999999999 0.081965000000000024 0.26411500000000004 0.086275000000000018 0.083955000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 6 -1 8 9 -7 -11 12 14 -14 -10
right_child=1 3 -4 -5 -6 7 -8 -9 11 10 -12 -13 13 -15 -16
leaf_value=0.00051221328559762657 1.6224686435215102e-05 -0.0022319632477314538 -0.0031261359113026145 0.0015526566698934967 0.0005113623601627847 -0.00025840631019523731 -0.0028360019322049923 0.0016395343551963916 0.00066077380420225375 0.0035897480288662542 7.2352124380028657e-06 -0.0015810328322327289 -0.0010143053852771301 0.0011693623091838133 6.081335446281802e-05
leaf_weight=71 64 52 56 59 54 76 50 75 331 49 57 46 205 47 2434
leaf_count=71 64 52 56 59 54 76 50 75 331 49 57 46 205 47 2434
internal_value=0 -0.000593789 -0.00144339 1.91407e-05 -0.000826698 9.20885e-05 -0.000864582 0.000127202 9.19956e-05 0.000860831 0.00167103 4.6045e-05 7.11243e-05 -0.000603785 0.000132931
internal_weight=0 285 120 165 106 3441 121 3320 3245 182 106 3063 3017 252 2765
internal_count=3726 285 120 165 106 3441 121 3320 3245 182 106 3063 3017 252 2765
is_linear=0
shrinkage=0.0995203


Tree=3712
num_leaves=19
num_cat=0
split_feature=20 23 1 6 3 1 26 3 3 26 6 18 2 2 3 4 6 3
split_gain=0.0227251 0.0150253 0.0195573 0.0126612 0.0311952 0.0296029 0.0191638 0.0257223 0.0167994 0.0400945 0.0167785 0.0228227 0.0165204 0.0345437 0.0258604 0.0268509 0.0223628 0.0164596
threshold=-0.41270499999999993 -0.022119999999999997 0.51136500000000018 0.10681500000000003 0.092510000000000023 -0.053299999999999993 0.096535000000000024 0.098000000000000018 0.085035000000000013 0.088245000000000032 0.087575000000000028 0.086510000000000017 -0.086849999999999997 -0.086304999999999993 0.10426500000000002 0.079225000000000018 -0.25061999999999995 0.11462500000000002
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 8 -5 6 7 -6 9 10 11 -3 14 -14 15 -10 -15 -16
right_child=1 3 -4 4 5 -7 -8 -9 12 -11 -12 -13 13 16 17 -17 -18 -19
leaf_value=0.0022290012976991292 0.0026295522041647943 -0.00066524151280687304 -4.7195708179050644e-05 -0.0028377643958053325 0.0032213918186573534 -0.0016360766551201211 -0.00058046155325774083 -5.552887756765151e-05 -0.00047229314305090244 -0.0024545056413364488 0.001234093376038081 0.0013836429139035256 0.0028973585968184285 -0.001218561876801896 0.0014468706393145135 -0.0028498763682416749 0.00027069444315686633 -0.00051216858291306788
leaf_weight=46 49 364 59 53 46 91 76 48 304 85 77 63 48 105 102 56 1983 72
leaf_count=46 49 364 59 53 46 91 76 48 304 85 77 63 48 105 102 56 1983 72
internal_value=0 2.97447e-06 0.00115968 -3.17597e-05 -0.000635408 -0.00018505 0.000586861 0.00153936 2.61498e-05 -0.000454614 -0.000115706 -0.00036103 0.000132513 0.000256513 -0.000361956 -0.000844414 0.000195412 0.000631529
internal_weight=0 3681 108 3573 314 261 170 94 3259 589 504 427 2670 2136 534 360 2088 174
internal_count=3727 3681 108 3573 314 261 170 94 3259 589 504 427 2670 2136 534 360 2088 174
is_linear=0
shrinkage=0.0995203


Tree=3713
num_leaves=20
num_cat=0
split_feature=20 8 1 23 3 26 8 9 8 6 4 0 2 26 3 3 6 4 5
split_gain=0.0184286 0.0135566 0.0237361 0.0311087 0.014715 0.0710531 0.021999 0.0414213 0.0389354 0.0171949 0.0124751 0.0241759 0.0183769 0.0177211 0.0148795 0.0330523 0.0116185 0.0114754 0.00514866
threshold=-0.41270499999999993 -0.09602999999999999 0.51613500000000012 -0.022119999999999997 0.085035000000000013 0.088245000000000032 -0.08595499999999999 0.089255000000000015 -0.085165000000000005 0.087575000000000028 0.11785500000000003 -0.030209999999999997 -0.080744999999999997 0.085465000000000027 0.089165000000000022 0.10325000000000002 -0.242115 0.077765000000000015 -0.084089999999999984
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 -3 5 9 7 -6 -8 -5 12 16 13 -2 -14 -16 -12 -15 -17
right_child=1 2 -4 4 6 -7 8 -9 -10 -11 11 -13 14 17 15 18 -18 -19 -20
leaf_value=0.0020071706892446591 -0.00028722512690302487 0.0021346116531751214 -0.0019730279280949599 -0.00044493304734305331 0.0011289794661445743 -0.003920614558140305 -0.0029515111678295844 -0.0014043987126999211 -5.4023090952419405e-05 0.0012075312604846625 0.0014157655901925418 0.0031305360396894182 -0.0020357374497801104 0.0028031859348163148 0.0016808106024838679 -0.0019878722779730876 -0.00057890250579220733 0.00061778474876592721 -0.00046967933575410483
leaf_weight=46 69 64 64 345 349 56 47 78 2069 76 58 46 47 52 66 46 57 46 46
leaf_count=46 69 64 64 345 349 56 47 78 2069 76 58 46 47 52 66 46 57 46 46
internal_value=0 2.5678e-06 -7.57955e-05 -3.61581e-05 -8.24323e-05 -0.000589694 1.23948e-05 0.000664291 -0.000118768 -0.000144681 0.000466932 0.00119951 0.000147673 0.000924343 -0.000481035 -1.33792e-05 0.000419986 0.00178574 -0.00123767
internal_weight=0 3681 3148 3084 3020 477 2543 427 2116 421 533 161 372 167 205 158 115 98 92
internal_count=3727 3681 3148 3084 3020 477 2543 427 2116 421 533 161 372 167 205 158 115 98 92
is_linear=0
shrinkage=0.0995203


Tree=3714
num_leaves=19
num_cat=0
split_feature=20 12 3 26 6 18 5 5 6 2 2 26 8 6 8 20 3 20
split_gain=0.0149441 0.0121585 0.0126637 0.0377272 0.0180894 0.0376378 0.0301187 0.0320977 0.0173339 0.0281688 0.0647545 0.0521426 0.0169766 0.0232175 0.0228066 0.0226439 0.0438017 0.0373748
threshold=-0.41270499999999993 0.095920000000000019 0.085035000000000013 0.088245000000000032 0.096435000000000021 -0.082304999999999989 -0.072535000000000002 -0.034484999999999995 0.089165000000000022 -0.086304999999999993 -0.087804999999999994 0.085790000000000019 -0.083674999999999986 0.094100000000000031 -0.079854999999999995 -0.082784999999999984 0.087570000000000023 -0.081424999999999984
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 12 -6 -7 -8 9 10 -2 -11 15 14 -14 16 -4 -17
right_child=1 -3 4 -5 5 6 7 -9 -10 11 -12 -13 13 -15 -16 17 -18 -19
leaf_value=0.0018074167193442646 -1.7348443510893796e-05 0.0014576397339176185 -0.0031343031237737601 -0.0024543718820616948 -0.0023501385719921215 -0.0020822768034742933 0.0017405029073768031 -0.00038383539627632497 0.0016716688080102094 -0.0004808214694121426 -0.0043934800636526291 0.0026501145002564104 -0.00092100393681466425 0.0019929290553612729 7.2331234219520971e-05 0.0034711429571155977 0.00042202257787518952 0.00054508696620866263
leaf_weight=46 107 56 47 80 89 62 105 213 48 222 49 69 279 54 1270 46 126 759
leaf_count=46 107 56 47 80 89 62 105 213 48 222 49 69 279 54 1270 46 126 759
internal_value=0 2.22371e-06 -2.00342e-05 -0.000448608 6.04942e-05 -0.000507647 -7.39614e-05 0.000315023 -0.00012279 -0.000317315 -0.00139715 0.000258753 0.00016405 -3.48372e-05 -0.000106056 0.000490874 -0.000539415 0.000713307
internal_weight=0 3681 3625 575 3050 469 380 318 495 447 156 291 2581 1603 1549 978 173 805
internal_count=3727 3681 3625 575 3050 469 380 318 495 447 156 291 2581 1603 1549 978 173 805
is_linear=0
shrinkage=0.0995203


Tree=3715
num_leaves=18
num_cat=0
split_feature=6 6 3 3 8 5 9 9 20 9 3 3 17 8 6 9 9
split_gain=0.0137278 0.0125766 0.0369991 0.034797 0.0517004 0.0471603 0.0121881 0.025959 0.0320352 0.0203886 0.0127309 0.0376021 0.0263863 0.0434125 0.0325663 0.0118705 0.00299706
threshold=0.23153500000000005 0.10681500000000003 0.092510000000000023 0.10850000000000003 -0.050299999999999997 0.06136500000000001 0.10706000000000003 0.11351500000000002 -0.0064400000000000004 0.10227500000000002 0.087570000000000023 0.087975000000000012 0.11180000000000002 -0.085764999999999994 0.090335000000000013 0.099125000000000033 0.094010000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 16 9 -8 -9 10 12 -12 14 -14 -1 -13 -4
right_child=-2 2 3 4 -6 -7 7 8 -10 -11 11 15 13 -15 -16 -17 -18
leaf_value=-0.00022856451622066138 0.0014907814684505594 -0.0028546857193037572 -0.00091629718113795397 0.00067240001153173658 -0.0038920086696774044 0.0035073770645436082 0.0021857620661744287 0.001450898491573532 -0.0013327719499712468 -0.0015493896181618578 0.0021646323754917827 4.5114658824633041e-05 0.00063265443315638431 -0.0033496825876112757 0.0020977361220790923 0.0013849035047925724 0.00020245883111445615
leaf_weight=863 62 59 47 51 47 47 81 79 85 82 91 1844 46 65 64 68 46
leaf_count=863 62 59 47 51 47 47 81 79 85 82 91 1844 46 65 64 68 46
internal_value=0 -2.35603e-06 -0.000623388 -6.68105e-05 -0.0015083 0.000936385 5.21653e-05 0.00072809 3.15088e-06 -5.9908e-07 4.08946e-05 0.00018771 -0.000241623 -0.00169197 -6.70737e-05 9.31922e-05 -0.000354132
internal_weight=0 3665 297 238 98 140 3368 245 164 3123 3041 2003 1038 111 927 1912 93
internal_count=3727 3665 297 238 98 140 3368 245 164 3123 3041 2003 1038 111 927 1912 93
is_linear=0
shrinkage=0.0995203


Tree=3716
num_leaves=17
num_cat=0
split_feature=9 20 9 9 0 3 9 0 1 9 1 26 9 19 9 3
split_gain=0.0126369 0.0121224 0.0129768 0.0296783 0.0488773 0.0202298 0.0378959 0.0353636 0.0279225 0.0200195 0.043822 0.0150402 0.0143788 0.0118194 0.0235287 0.00904979
threshold=0.15091000000000004 -0.23598 0.092855000000000021 0.094085000000000016 -0.075914999999999996 0.097880000000000023 0.09550500000000002 -0.073664999999999994 -0.077429999999999985 0.091690000000000021 -0.080349999999999991 -0.126245 0.091310000000000016 0.086925000000000016 0.090695000000000012 0.08544000000000003
decision_type=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 8 -5 12 -11 -8 13 14 -3 -15
right_child=-2 2 3 5 -6 6 11 -9 -10 10 -12 -13 -14 15 -16 -17
leaf_value=-0.0011292522968806714 0.0013015717273126253 0.00014608715396659597 -1.3130336250661273e-05 0.0021344391591377235 -0.0041241951767998159 0.0028371047846253057 0.0017192439334525627 -0.0024242373797411952 -0.00069931002328847366 0.003630556572223127 -1.1871249390625933e-05 -0.00017338620489694436 -0.0015099123839263579 -0.0017511568594690242 0.0022706625722214925 -0.00023045392089458456
leaf_weight=91 76 2106 68 46 50 52 46 87 137 51 90 433 55 46 53 260
leaf_count=91 76 2106 68 46 50 52 46 87 137 51 90 433 55 46 53 260
internal_value=0 4.80225e-06 3.38575e-05 -0.000288262 -0.00176205 -7.01282e-05 0.000285383 -0.000772333 8.52552e-06 0.000145412 0.0012998 6.66063e-06 8.04964e-05 0.000116314 0.000198621 -0.000461732
internal_weight=0 3671 3580 919 118 801 531 270 183 2661 141 479 2520 2465 2159 306
internal_count=3747 3671 3580 919 118 801 531 270 183 2661 141 479 2520 2465 2159 306
is_linear=0
shrinkage=0.0995203


Tree=3717
num_leaves=16
num_cat=0
split_feature=29 5 5 5 0 18 5 18 6 6 2 19 6 19 20
split_gain=0.0108083 0.0121268 0.0403489 0.0248888 0.0669842 0.0245233 0.0234839 0.0206721 0.0151747 0.0376499 0.0215647 0.0129291 0.0374663 0.0172232 0.0131822
threshold=-0.14715999999999999 -0.040404999999999996 -0.045014999999999993 -0.02504 -0.085754999999999984 -0.040349999999999997 -0.019465 -0.0079049999999999988 0.092705000000000023 0.088915000000000022 -0.076524999999999996 0.082010000000000013 -0.007045 0.0069650000000000016 0.0057800000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 -2 -5 -7 9 -9 -10 13 -13 14 -8
right_child=1 3 -4 6 -6 7 11 8 10 -11 -12 12 -14 -15 -16
leaf_value=0.0015279045148006533 0.0020585165514822538 -0.0012142696736062496 -0.0031002698816183119 -0.0015671701156886886 0.0034250020306813996 -0.002075638516553987 5.5592844353861412e-05 -0.0001479313140563592 -0.0016985869745215084 0.0017273572266454621 0.00023353005863145469 -0.0003505822667518018 0.0026768904108126737 -0.0016763202381939754 0.0012141632942816089
leaf_weight=47 50 52 46 82 75 55 1541 1130 130 117 101 90 73 54 104
leaf_count=47 50 52 46 82 75 55 1541 1130 130 117 101 90 73 54 104
internal_value=0 8.84613e-06 -0.000194069 0.00016885 0.00151901 -0.000109101 8.02234e-05 -0.000180334 -0.000109251 2.73616e-05 -0.000850265 0.000153212 0.00100026 7.14657e-05 0.000129338
internal_weight=0 3700 1629 2071 127 1583 1944 1533 1478 1247 231 1862 163 1699 1645
internal_count=3747 3700 1629 2071 127 1583 1944 1533 1478 1247 231 1862 163 1699 1645
is_linear=0
shrinkage=0.0995203


Tree=3718
num_leaves=15
num_cat=0
split_feature=8 8 6 21 4 8 21 1 21 21 21 21 17 8
split_gain=0.010845 0.0649426 0.0204307 0.0162278 0.0158389 0.0145933 0.0175456 0.0239281 0.0211138 0.0140661 0.0300686 0.029571 0.0186779 0.024605
threshold=-0.080364999999999992 -0.080924999999999983 0.11596500000000003 -0.08861999999999999 0.13424500000000003 -0.081864999999999993 -0.072824999999999987 -0.0057250000000000001 -0.014264999999999998 -0.091104999999999992 -0.075024999999999994 -0.013044999999999999 0.51362000000000008 -0.077074999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 6 7 -5 -8 -2 -11 -12 13 -13
right_child=4 -3 -4 5 -6 -7 8 -9 -10 10 11 12 -14 -15
leaf_value=0.0019350524448798589 -0.0016671123324906206 0.0032635930590434203 -0.0016612780057701964 3.7151485952941553e-05 0.0011467835957127603 0.0013743085204166304 0.0017765233690415368 -0.0027074420058248246 3.8732353072070103e-05 0.0023575601277982614 -0.0026053610930897443 -0.0013192660355911604 0.0013965253291456357 -7.9551929098998161e-05
leaf_weight=49 63 66 64 76 90 84 73 53 1373 46 50 179 74 1407
leaf_count=49 63 66 64 76 90 84 73 53 1373 46 50 179 74 1407
internal_value=0 0.000198034 8.33915e-05 0.000149245 -0.000140583 9.6006e-05 2.73101e-05 -0.00108413 0.000127029 -0.000204729 -0.000151797 -0.000219779 -0.000147431 -0.000219985
internal_weight=0 1838 1772 1708 1909 1659 1575 129 1446 1819 1756 1710 1660 1586
internal_count=3747 1838 1772 1708 1909 1659 1575 129 1446 1819 1756 1710 1660 1586
is_linear=0
shrinkage=0.0995203


Tree=3719
num_leaves=24
num_cat=0
split_feature=9 9 17 17 17 26 26 3 3 5 9 17 9 6 0 0 1 26 26 9 26 26 3
split_gain=0.0091682 0.0161793 0.0261965 0.0179806 0.0274693 0.0722373 0.0483495 0.0348766 0.0546929 0.0264763 0.0232787 0.0379407 0.0150739 0.070725 0.0135762 0.0209006 0.0233624 0.0118208 0.0308234 0.0293078 0.0253304 0.0243483 0.00523649
threshold=0.11201500000000002 0.092855000000000021 0.51362000000000008 -0.042709999999999991 0.059130000000000009 0.10924500000000002 0.095385000000000011 0.09742000000000002 0.093715000000000021 0.060575000000000011 0.095415000000000014 -0.54752499999999993 0.091690000000000021 0.090195000000000011 -0.095339999999999994 -0.073219999999999993 0.036605000000000013 0.10725000000000003 0.098705000000000029 -0.063329999999999984 0.093245000000000022 0.090545000000000028 0.11816500000000002
decision_type=2 2 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 9 7 6 -6 8 -5 -3 -11 -12 17 -14 -2 -16 22 18 20 -19 21 -1 -17
right_child=14 2 -4 4 5 -7 -8 -9 -10 10 11 -13 13 -15 15 16 -18 19 -20 -21 -22 -23 -24
leaf_value=-5.7680464287246332e-06 0.0020790821907837199 0.0017913718190213108 0.0016726055884448308 -0.0010725296540277521 0.0004414196570296893 0.0029928094152928291 -0.0037059630494107572 -0.0003193252527922707 -0.0054168860615125148 -0.0020480220180323179 0.0024262450668690191 -0.00077608209763386257 0.0027938286730501988 -0.0017561532722092967 -0.0012409284303801832 0.00068462871196688676 0.0026733569043914298 0.00040906810290583057 0.0024565108762885633 -0.0027385854464884881 -0.0020064304106234541 0.0012546296992065888 -0.00067533880920562736
leaf_weight=2192 49 62 54 67 58 51 53 87 51 70 50 137 90 54 66 62 49 68 53 51 59 163 51
leaf_count=2192 49 62 54 67 58 51 53 87 51 70 50 137 90 54 66 62 49 68 53 51 59 163 51
internal_value=0 -2.09313e-05 -0.000433877 -0.000600887 -0.00107603 -0.000102118 -0.00153149 -0.00184166 -0.00295711 -5.1689e-05 -0.000499504 7.57778e-05 9.0703e-05 0.0010819 0.00057391 0.000246839 0.00085802 3.51921e-05 8.22287e-05 -0.000933048 2.97616e-05 8.11221e-05 6.35936e-05
internal_weight=0 3470 740 686 367 162 111 205 118 319 257 187 2730 144 277 228 162 2586 2467 119 2414 2355 113
internal_count=3747 3470 740 686 367 162 111 205 118 319 257 187 2730 144 277 228 162 2586 2467 119 2414 2355 113
is_linear=0
shrinkage=0.0995203


Tree=3720
num_leaves=12
num_cat=0
split_feature=6 10 18 17 18 7 8 7 17 17 26
split_gain=0.0498033 0.0351101 0.0158164 0.0495329 0.0422322 0.0290307 0.0274065 0.024789 0.0195457 0.02298 0.0130841
threshold=0.23663500000000004 0.093790000000000026 -0.10082999999999999 -0.015464999999999998 -0.095799999999999982 0.083320000000000019 -0.082094999999999987 0.05259500000000001 -0.54752499999999993 -0.45380999999999999 0.083885000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 7 -1 10 -8 -10 -6
right_child=-2 -3 4 -5 5 -7 8 -9 9 -11 -12
leaf_value=-0.0017624293725440358 -0.0031775418621279522 -0.0023563850682191082 -0.0027932289629795833 0.0035315990475596384 0.00023288918837755212 -0.0022218075950892514 -0.001092578260196324 0.0017247380585102801 0.0020058703902218603 0.00017302805491808206 -0.0002000135255393008
leaf_weight=61 51 64 56 49 1096 59 61 81 109 182 1871
leaf_count=61 51 64 56 49 1096 59 61 81 109 182 1871
internal_value=0 -4.56946e-05 -4.6731e-06 0.000539013 -8.43448e-05 -3.52568e-05 0.000181978 6.79958e-06 0.000521261 0.00086237 -3.98248e-05
internal_weight=0 3689 3625 462 3163 3107 413 3048 352 291 2967
internal_count=3740 3689 3625 462 3163 3107 413 3048 352 291 2967
is_linear=0
shrinkage=0.0995203


Tree=3721
num_leaves=16
num_cat=0
split_feature=20 27 5 27 18 20 20 3 18 9 5 9 26 9 3
split_gain=0.0428431 0.0307461 0.0349518 0.0194975 0.0161007 0.0429312 0.0412001 0.038291 0.0313647 0.0258189 0.0159328 0.0116881 0.0269037 0.0262083 0.00952373
threshold=-0.40431 0.10530500000000002 -0.14118999999999998 0.086250000000000021 -0.10082999999999999 -0.078725000000000003 -0.082904999999999993 0.08511500000000001 -0.095799999999999982 0.087155000000000024 -0.42676999999999993 0.084485000000000018 0.088325000000000028 0.084795000000000023 0.10525500000000003
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 -2 -7 -6 -9 -5 12 -10 -13 -12
right_child=1 2 -4 10 8 7 -8 9 11 -11 14 13 -14 -15 -16
leaf_value=-0.0028371338040141525 0.00031096012209843753 -0.0032209063803581221 0.00018309589868648814 -0.00015457215156091129 -0.0025023200033511359 0.0037483403350303418 -0.0034190274207154879 -0.0006456333674183123 0.00037585396360568119 0.0013652435850913355 0.0026910988081502892 -0.0017830866217407599 -0.0014312688262998949 -0.00013501224267124649 0.00083573463742642889
leaf_weight=55 80 63 56 70 54 47 46 96 862 183 55 101 90 1824 58
leaf_count=55 80 63 56 70 54 47 46 96 862 183 55 101 90 1824 58
internal_value=0 -3.84467e-05 -0.00161214 1.38392e-05 -4.00514e-05 0.000512461 -0.00104429 0.00111666 -0.000125536 0.000670395 0.00101455 -8.06399e-05 0.000204153 -0.000221908 0.00174603
internal_weight=0 3685 119 3566 3383 452 126 326 2931 279 183 2877 952 1925 113
internal_count=3740 3685 119 3566 3383 452 126 326 2931 279 183 2877 952 1925 113
is_linear=0
shrinkage=0.0995203


Tree=3722
num_leaves=13
num_cat=0
split_feature=6 10 28 8 4 9 26 17 8 17 17 9
split_gain=0.035685 0.0289761 0.0133478 0.0123867 0.0261902 0.0230918 0.0220174 0.0200473 0.0408731 0.0242681 0.0134343 0.0125602
threshold=0.23663500000000004 0.093790000000000026 0.094675000000000023 -0.10337499999999999 0.13707500000000003 0.11891000000000003 0.12753500000000004 -0.013125 -0.14546000000000001 -0.092649999999999996 -0.067414999999999989 -0.040564999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 10 -7 9 11 -1 -5 -9
right_child=-2 -3 -4 4 -6 6 -8 8 -10 -11 -12 -13
leaf_value=0.00069461185495265081 -0.0026866118518336988 -0.0021346789608194714 0.0016500617835915076 0.00016508868474525163 -0.0019387982884111906 0.002751140749253804 2.5728064846101987e-05 0.0012098969439889153 0.0032654365451861718 -0.0018652903635446594 -0.00026870264426548038 -0.00033507296983390075
leaf_weight=82 51 64 48 1161 74 56 63 92 61 66 1803 119
leaf_count=82 51 64 48 1161 74 56 63 92 61 66 1803 119
internal_value=0 -3.55306e-05 1.30447e-06 -2.05915e-05 -8.83598e-05 -4.36789e-05 0.00131516 0.000486851 0.000994958 -0.000441435 -9.85102e-05 0.000334684
internal_weight=0 3689 3625 3577 3157 3083 119 420 272 148 2964 211
internal_count=3740 3689 3625 3577 3157 3083 119 420 272 148 2964 211
is_linear=0
shrinkage=0.0995203


Tree=3723
num_leaves=12
num_cat=0
split_feature=20 22 28 5 17 9 26 26 7 3 3
split_gain=0.0304589 0.0250131 0.0137041 0.0118218 0.0225592 0.0212387 0.013463 0.0264798 0.0115459 0.0142746 0.00913831
threshold=-0.40431 0.13160500000000006 0.084260000000000015 0.27139000000000008 -0.53447999999999996 0.089435000000000028 0.097125000000000031 0.093245000000000022 0.085015000000000021 0.083725000000000022 0.099655000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 10 7 -7 9 -6 -5
right_child=1 -3 -4 5 8 6 -8 -9 -10 -11 -12
leaf_value=-0.0023896067863077609 -0.0020673100100849114 -0.0020983769345852476 0.0014347374296936328 0.0026590463275737511 0.00059826179785467111 -0.0002448711654544601 -0.001507993734484946 0.0022700705991333843 -0.0013438661194984476 -9.7545381511593776e-05 0.00082399849692597091
leaf_weight=55 56 57 65 50 327 177 47 54 67 2723 62
leaf_count=55 56 57 65 50 327 177 47 54 67 2723 62
internal_value=0 -2.97792e-05 2.49523e-06 -2.34035e-05 -8.71767e-05 0.000493349 2.42039e-05 0.000339494 -5.1339e-05 -2.26773e-05 0.00165053
internal_weight=0 3685 3628 3563 3173 390 278 231 3117 3050 112
internal_count=3740 3685 3628 3563 3173 390 278 231 3117 3050 112
is_linear=0
shrinkage=0.0995203


Tree=3724
num_leaves=24
num_cat=0
split_feature=35 5 3 9 5 1 3 5 5 18 8 26 1 17 18 3 18 26 26 18 18 18 26
split_gain=0.0124489 0.0159949 0.0149636 0.021984 0.0633079 0.0276925 0.0394893 0.0208747 0.0450752 0.0265871 0.0208503 0.0189294 0.0108877 0.0106938 0.0106488 0.0482875 0.0435065 0.0273935 0.0415999 0.0258297 0.0304134 0.0309024 0.0209474
threshold=-0.076159999999999992 -0.076589999999999991 0.087445000000000023 0.087825000000000028 -0.084089999999999984 -0.0072799999999999991 0.085965000000000028 -0.072874999999999981 -0.089564999999999992 -0.099739999999999995 -0.085814999999999989 0.08598500000000002 0.039665000000000013 -0.56368999999999991 -0.08727 0.090835000000000013 -0.093649999999999997 0.090715000000000032 -1.0000000180025095e-35 -0.083039999999999989 -0.080424999999999996 -0.070104999999999987 0.094025000000000011
decision_type=2 2 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 7 12 8 11 -9 -11 -2 -7 -4 15 16 -15 18 -17 -16 -21 -22 -19
right_child=2 -3 13 4 -6 6 -8 9 -10 10 -12 -13 -14 14 19 17 -18 22 -20 20 21 -23 -24
leaf_value=-0.0023165827429824605 0.0010148211020086222 0.00014650355503886532 0.0012811924988179336 -0.0005113235396702687 0.0040132423470224431 -0.000593487066475759 0.0035191906717683369 -0.0021526113043554428 0.0030007584477965586 -0.00094062113468426742 0.00047403786714593168 -0.0018198857691534549 0.001369294849617957 -0.00027141939687812104 0.001813524899245183 -0.00041316702761365803 -0.0036858175036673648 -0.0025457264226084403 0.0022798340006962288 -0.0024481348889456092 0.0019412483675177563 -2.1189970795939202e-05 -8.3727610684352337e-05
leaf_weight=48 46 56 63 62 60 60 58 68 65 162 284 47 52 76 81 119 73 49 108 49 83 1856 116
leaf_count=48 46 56 63 62 60 60 58 68 65 162 284 47 52 76 81 119 73 49 108 49 83 1856 116
internal_value=0 -0.000982435 0.000121189 0.000457329 0.00170716 0.000275264 0.00141004 -1.05899e-05 0.000988585 -0.000319322 -3.79714e-05 -0.00040897 0.000310496 0 -3.09634e-05 -0.0004243 -0.00194974 0.000153434 0.000864478 7.14903e-05 1.00172e-07 6.23912e-05 -0.000819829
internal_weight=0 104 3637 964 122 842 170 672 158 514 446 93 112 2673 2610 541 149 392 227 2069 1988 1939 165
internal_count=3741 104 3637 964 122 842 170 672 158 514 446 93 112 2673 2610 541 149 392 227 2069 1988 1939 165
is_linear=0
shrinkage=0.0995203


Tree=3725
num_leaves=18
num_cat=0
split_feature=38 3 3 6 21 9 9 3 9 9 17 26 9 26 17 1 9
split_gain=0.00967688 0.0138946 0.0248847 0.0589457 0.0216722 0.0241536 0.119928 0.0397331 0.0448558 0.0309688 0.0141278 0.0101729 0.0293826 0.0165489 0.0327447 0.0121337 0.00934528
threshold=-0.080750000000000002 0.08844500000000001 0.089165000000000022 0.088845000000000021 -0.085369999999999988 0.088405000000000025 0.087825000000000028 0.08777500000000002 0.08679000000000002 0.10371500000000002 -0.56368999999999991 0.15583500000000003 0.11222500000000002 0.11991000000000003 0.0021900000000000005 -0.083284999999999984 0.089605000000000018
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 -2 6 7 8 -6 16 -4 13 -13 15 -15 -12 -7
right_child=1 2 10 -5 5 9 -8 -9 -10 -11 11 12 -14 14 -16 -17 -18
leaf_value=-0.000993722653376141 -0.0014629052732101952 0.00035895759582270441 0.0015816915285765704 -0.0036884196917018179 0.00042936497022914448 -0.00067314461932262333 0.0054020330314679642 0.0025264675800418315 -0.0020686407580762013 0.0013411098069373419 -0.00050608233758541962 -0.00047261656903712344 0.0025782332998289656 0.00038745669468247311 -0.0029072481411501361 0.00013880445830863596 -0.0026186679382496111
leaf_weight=81 60 87 58 60 809 48 50 80 78 49 351 70 56 62 57 1632 53
leaf_count=81 60 87 58 60 809 48 50 80 78 49 351 70 56 62 57 1632 53
internal_value=0 0.000105253 -3.21412e-05 -0.00128746 0.000378356 0.000473724 0.000648024 0.000401365 0.000208775 -0.000702573 4.82236e-05 7.93644e-06 0.00087682 -4.37575e-05 -0.0011838 2.42437e-05 -0.00170217
internal_weight=0 3660 2433 147 1227 1167 1017 967 887 150 2286 2228 126 2102 119 1983 101
internal_count=3741 3660 2433 147 1227 1167 1017 967 887 150 2286 2228 126 2102 119 1983 101
is_linear=0
shrinkage=0.0995203


Tree=3726
num_leaves=27
num_cat=0
split_feature=20 26 17 26 1 17 26 1 5 5 1 1 1 3 17 3 18 5 2 2 1 21 5 2 5 1
split_gain=0.00846191 0.0314579 0.0530656 0.0341234 0.0278203 0.0308577 0.102877 0.0217517 0.0232027 0.0135312 0.0155715 0.0343146 0.0305503 0.022842 0.0668051 0.0226878 0.0713995 0.0254611 0.0186595 0.0613805 0.0307516 0.0248952 0.0166832 0.015938 0.013117 0.0124358
threshold=-0.081189999999999998 0.086835000000000009 -0.015464999999999998 0.08494500000000002 -0.049499999999999995 -0.084209999999999993 -0.031674999999999995 -0.011484999999999999 -0.025879999999999997 -0.54382499999999989 -0.053299999999999993 -0.040439999999999997 -0.067015000000000005 0.083815000000000014 -0.0088649999999999996 0.084465000000000026 -0.01137 -0.0037599999999999999 -0.081559999999999994 -0.083665000000000003 -0.018369999999999997 -0.070074999999999985 -0.0098949999999999993 -0.085599999999999996 0.23560500000000004 -0.0084199999999999987
decision_type=2 2 2 2 2 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 6 25 -7 -9 -2 12 24 13 14 22 16 -15 -17 19 23 -20 -22 -11 -13 -12 -6
right_child=9 2 -4 -5 5 7 -8 8 -10 10 11 18 -14 15 -16 17 -18 -19 20 -21 21 -23 -24 -25 -26 -27
leaf_value=-0.0012939855137940705 0.0014097257647434393 0.0038611872867141033 -2.2983088320935631e-05 -0.0022116896557826267 0.00081715062314039453 -0.0017260606861651854 0.0049978486018364757 -0.00021300802839504398 0.0020488592763481003 -0.0015420791711241212 -0.0033232947856230142 -0.00052375764747328757 0.0020656103837009047 -0.00419188761583253 0.0041789170838335563 0.0004739007382317506 0.0012278071754968729 -0.00043370355339899369 0.0021980377768720289 -0.0033154224252461523 -0.0023058196164347363 4.4889764882452606e-05 0.00089608651089612015 0.0013247754672468615 -0.00092798915007980681 -0.0014257550306968777
leaf_weight=88 66 63 77 59 52 57 60 149 64 49 46 173 81 49 51 669 47 564 63 74 47 873 64 63 47 46
leaf_count=88 66 63 77 59 52 57 60 149 64 49 46 173 81 49 51 669 47 564 63 74 47 873 64 63 47 46
internal_value=0 0.000381049 0.00171905 5.38524e-05 0.000314484 0.00064711 0.00175176 0 0.000462771 1.05079e-07 -3.10491e-05 -0.000274535 0.000182834 8.01391e-05 0.00118849 -5.60168e-05 -0.00152997 5.80796e-05 -0.000141052 -0.000814486 7.04899e-05 -7.43111e-05 -0.000153927 -2.68244e-05 -0.00212157 -0.000227289
internal_weight=0 715 140 575 516 428 158 270 213 3026 2960 1386 1574 1493 164 1329 96 1233 1293 310 983 920 113 236 93 98
internal_count=3741 715 140 575 516 428 158 270 213 3026 2960 1386 1574 1493 164 1329 96 1233 1293 310 983 920 113 236 93 98
is_linear=0
shrinkage=0.0995203


Tree=3727
num_leaves=14
num_cat=0
split_feature=35 26 9 9 26 9 9 17 17 21 21 21 5
split_gain=0.00929563 0.0136286 0.00916799 0.00966403 0.0392093 0.0302755 0.0126038 0.0185192 0.0370985 0.0361211 0.0116082 0.0219511 0.00427377
threshold=-0.076159999999999992 -0.084149999999999989 0.13087500000000005 0.11351500000000002 0.11861500000000001 0.11007500000000002 0.094435000000000033 -0.45380999999999999 -0.24445500000000001 0.089350000000000027 0.12603000000000006 0.10430500000000002 -0.082179999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 9 -9 -2 11 -8 -4
right_child=2 -3 12 4 -6 -7 10 8 -10 -11 -12 -13 -14
leaf_value=-0.0020022670222481324 -8.1896826809083628e-06 0.00026425202943862794 0.00036633716792719342 0.00071595707851883177 -0.0027143694120831566 0.0024817830645493398 -0.00020668731160231515 -0.0020865203918821037 0.00013192273152710365 0.0023207503096855115 0.0010168106055478913 -0.0019068873483149211 0.0016865443031377951
leaf_weight=52 163 52 51 76 58 52 421 77 2433 110 54 92 50
leaf_count=52 163 52 51 76 58 52 421 77 2433 110 54 92 50
internal_value=0 -0.000861136 9.25415e-05 6.55899e-05 -0.000762702 9.84558e-05 6.12164e-05 0.000148557 6.35407e-05 0.000927213 -0.000366034 -0.000513192 0.00102801
internal_weight=0 104 3637 3536 134 3402 3350 2783 2510 273 567 513 101
internal_count=3741 104 3637 3536 134 3402 3350 2783 2510 273 567 513 101
is_linear=0
shrinkage=0.0995203


Tree=3728
num_leaves=17
num_cat=0
split_feature=5 18 4 1 20 20 18 3 18 1 6 0 18 21 0 9
split_gain=0.0412142 0.00843479 0.0259931 0.0279255 0.0231328 0.0460337 0.0171923 0.0183839 0.0167372 0.0383229 0.0360669 0.0464255 0.0135067 0.00828161 0.012361 0.00687618
threshold=0.63455500000000009 -0.098315 0.10098000000000003 -0.15528499999999998 -0.078725000000000003 -0.082784999999999984 -0.14624999999999996 0.11225500000000002 -0.090899999999999995 -0.094454999999999997 0.090600000000000028 -0.086944999999999995 -0.089024999999999993 -0.10962999999999999 -0.23177499999999998 0.11891000000000003
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 -5 7 -6 9 -3 11 -11 -10 -14 -15 -16
right_child=-2 8 -4 4 6 -7 -8 -9 12 10 -12 -13 13 14 15 -17
leaf_value=-0.0024481893291869571 0.0026451580445772077 -0.0014113580921235281 0.0017415577308642308 0.00023116196247302149 -0.0019048359094594922 -0.0038986888970556797 0.0013814152020857136 0.00039428691737531123 -0.0013839951242007316 0.00068067979669941272 -0.00046202526401953808 0.0051751807033622969 0.0011824764703411482 -0.0012464429126312947 -2.0361185853132834e-05 0.00068082456740826936
leaf_weight=73 58 50 49 63 52 46 85 101 71 46 46 46 58 79 2683 146
leaf_count=73 58 50 49 63 52 46 85 101 71 46 46 46 58 79 2683 146
internal_value=0 -2.84182e-05 -0.000422877 -0.000677343 -0.000302443 -0.0015042 0.000244503 -0.000381764 2.86926e-05 0.000940053 0.00179795 0.00293683 -2.7454e-05 4.74288e-06 -1.84655e-05 1.55365e-05
internal_weight=0 3694 469 420 347 109 238 153 3225 188 138 92 3037 2966 2908 2829
internal_count=3752 3694 469 420 347 109 238 153 3225 188 138 92 3037 2966 2908 2829
is_linear=0
shrinkage=0.0995203


Tree=3729
num_leaves=17
num_cat=0
split_feature=5 31 21 9 3 3 3 2 20 5 5 5 5 20 4 8
split_gain=0.0334187 0.00709223 0.00801851 0.0275931 0.0460869 0.0382331 0.0413362 0.0194562 0.0158342 0.010264 0.0224752 0.0204823 0.0205802 0.0192376 0.0192692 0.0132874
threshold=0.63455500000000009 0.095410000000000009 -0.0086749999999999987 0.083925000000000013 0.098000000000000018 0.087625000000000022 0.088535000000000016 -0.083204999999999987 -0.06470999999999999 -0.091229999999999992 -0.093384999999999982 -0.088935 -0.087699999999999986 -0.083970000000000003 0.12719000000000005 0.24095500000000006
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 -7 -8 -6 10 13 -11 -13 -4 -15 -14
right_child=-2 -3 9 5 8 6 7 -9 -10 11 -12 12 15 14 -16 -17
leaf_value=-0.0022712526293503362 0.0023819113035483124 0.0012018557498900215 -0.0014934661929622004 0.003317789121341304 -0.0003673950575059443 -0.0022977724991563499 0.0018844156694576113 -5.4722443543724632e-05 0.0022175913696046348 -0.0022881372558938929 0.0020709967990571198 0.0018719035064458263 -0.00017185007467415486 0.00050004834433442827 -0.00072044402253310233 -0.001799076893899316
leaf_weight=88 58 46 72 54 47 46 112 93 46 46 59 48 2173 546 167 51
leaf_count=88 58 46 72 54 47 46 112 93 46 46 59 48 2173 546 167 51
internal_value=0 -2.55679e-05 -4.12697e-05 0.000334697 -0.00063607 0.000913475 0.00039295 0.00100072 0.000902398 -9.93148e-05 0.000197338 -0.000207681 -0.000165199 5.54718e-05 0.000213034 -0.000209533
internal_weight=0 3694 3648 486 181 305 251 205 93 3162 844 2318 2272 785 713 2224
internal_count=3752 3694 3648 486 181 305 251 205 93 3162 844 2318 2272 785 713 2224
is_linear=0
shrinkage=0.0995203


Tree=3730
num_leaves=11
num_cat=0
split_feature=10 2 10 10 23 7 21 9 8 27
split_gain=0.0263102 0.044848 0.00922664 0.011784 0.00988351 0.0134285 0.00896186 0.023156 0.0112157 0.00802274
threshold=0.086275000000000018 -0.23128999999999997 0.079700000000000021 0.055760000000000011 -0.046924999999999994 1.0000000180025095e-35 -0.0086749999999999987 0.083925000000000013 -0.409445 0.081990000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6 -8 -3
right_child=1 9 -4 -5 5 -7 8 -9 -10 -11
leaf_value=-0.0011033080738830153 0.0038086943881312178 -0.00073993407067654842 -0.0011148456099237154 0.001424763502977989 -0.00058823183657532641 0.0015858791584030193 -0.00098396639041672994 0.0009237020500290731 -6.0693835948520424e-05 0.0009895324552852418
leaf_weight=85 48 52 78 55 156 51 137 279 2757 54
leaf_count=85 48 52 78 55 156 51 137 279 2757 54
internal_value=0 0.00128426 -4.40532e-05 -2.00929e-05 -4.32634e-05 -1.63632e-05 -4.11554e-05 0.000379609 -0.000104684 0.000133392
internal_weight=0 154 3598 3520 3465 3380 3329 435 2894 106
internal_count=3752 154 3598 3520 3465 3380 3329 435 2894 106
is_linear=0
shrinkage=0.0995203


Tree=3731
num_leaves=9
num_cat=0
split_feature=0 9 7 8 2 8 23 9
split_gain=0.0177099 0.0603327 0.0129816 0.0137469 0.024592 0.0140464 0.0117058 0.0102734
threshold=0.12433000000000002 0.095415000000000014 -0.23835999999999999 -0.51030999999999993 0.42989000000000011 -0.396895 -0.046924999999999994 0.11408000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 -7 -8
right_child=1 -3 3 4 -6 6 7 -9
leaf_value=0.0015934871483787435 -0.00046926310938626229 0.0039564076254440996 0.0013264616519222258 0.0015560296857858153 -0.0023679005398296871 -0.0012817257341881034 -9.4345965648203779e-05 0.00061062291479051299
leaf_weight=48 83 48 70 53 46 78 3107 219
leaf_count=48 83 48 70 53 46 78 3107 219
internal_value=0 0.00114611 -3.17199e-05 -5.37823e-05 -8.15972e-05 -5.09381e-05 -7.61989e-05 -4.76813e-05
internal_weight=0 131 3621 3573 3503 3457 3404 3326
internal_count=3752 131 3621 3573 3503 3457 3404 3326
is_linear=0
shrinkage=0.0995203


Tree=3732
num_leaves=17
num_cat=0
split_feature=0 4 17 17 17 18 26 26 0 4 9 9 9 9 9 26
split_gain=0.0212092 0.0178731 0.00920129 0.0200713 0.0196514 0.0209775 0.0236423 0.0106128 0.0102144 0.0342723 0.00998011 0.0373669 0.0206138 0.026953 0.0218658 0.0126855
threshold=-0.23058999999999999 0.095805000000000015 0.28919000000000006 0.24923500000000007 0.4039100000000001 -0.064960000000000004 0.091765000000000027 0.087170000000000011 -0.15758999999999998 0.087495000000000031 0.094010000000000024 0.095055000000000014 0.092605000000000021 0.09202500000000001 0.093175000000000022 0.12086000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -4 -6 7 -7 9 -2 12 -12 13 -10 -14 -13
right_child=2 -3 4 -5 5 6 -8 -9 10 -11 11 15 14 -15 -16 -17
leaf_value=0.0027418918961759223 -0.0028638906015801143 0.00029847574737771275 -0.0020316168114736335 0.0016102602500559986 0.0011826416078686579 -0.00058691526739971882 -0.0019326104554783761 0.0011796665402784108 0.00015506635040174737 0.00037891414519924618 -0.0027810248494506136 -0.0002750537743793518 0.00303248958301608 -0.0020558254311258428 7.1998282824945942e-05 0.00082283497510097191
leaf_weight=52 51 71 65 81 87 78 86 59 2152 87 54 524 50 56 50 130
leaf_count=52 51 71 65 81 87 78 86 59 2152 87 54 524 50 56 50 130
internal_value=0 0.00133812 8.93494e-06 6.32528e-05 -0.000457464 -0.000124758 -0.000638491 0.0001679 2.32635e-05 -0.000813582 6.18256e-05 -0.000264598 0.000162314 9.86222e-05 0.00156043 -5.55672e-05
internal_weight=0 123 3610 3235 375 310 223 137 3154 138 3016 708 2308 2208 100 654
internal_count=3733 123 3610 3235 375 310 223 137 3154 138 3016 708 2308 2208 100 654
is_linear=0
shrinkage=0.0995203


Tree=3733
num_leaves=16
num_cat=0
split_feature=0 4 17 17 18 18 2 0 0 21 18 21 0 18 18
split_gain=0.017216 0.0144728 0.00936067 0.0098846 0.00899829 0.0440918 0.0552031 0.0229117 0.0259579 0.0167626 0.0151288 0.0309569 0.0469522 0.019031 0.0226402
threshold=-0.23058999999999999 0.095805000000000015 -0.56368999999999991 -0.55026999999999993 -0.090899999999999995 -0.098315 -0.085944999999999994 -0.067059999999999995 -0.052884999999999995 0.11853500000000002 -0.085834999999999995 0.086690000000000017 -0.08269 -0.082654999999999992 -0.080424999999999996
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 9 -9 -5 11 12 -6 -12 -15
right_child=2 -3 3 4 10 6 -8 8 -10 -11 13 -13 -14 14 -16
leaf_value=0.0024690182953502069 0.0010528570738098551 0.0002687713722692494 -0.0011390622296012993 -0.0012241082298683464 -0.004035272278787666 -7.8771051802888092e-05 0.0034883352315312421 0.0024519791110255303 -0.00012080988693053249 0.0007778371244727499 0.0015174794123737959 0.0013144468354985316 -0.00028315976889165348 -0.0020298702662722048 -6.3889678678781578e-06
leaf_weight=52 83 71 76 196 52 85 86 56 125 52 79 46 92 56 2526
leaf_count=52 83 71 76 196 52 85 86 56 125 52 79 46 92 56 2526
internal_value=0 0.00120561 8.04574e-06 -1.63095e-05 8.17928e-06 0.000358691 0.00171043 -0.000178204 0.000670669 -0.000801045 -6.52997e-05 -0.000923265 -0.00164378 -3.73184e-06 -5.05926e-05
internal_weight=0 123 3610 3527 3451 600 171 429 181 248 2851 190 144 2661 2582
internal_count=3733 123 3610 3527 3451 600 171 429 181 248 2851 190 144 2661 2582
is_linear=0
shrinkage=0.0995203


Tree=3734
num_leaves=26
num_cat=0
split_feature=0 6 5 5 2 2 6 8 8 8 1 21 5 6 9 21 9 9 9 5 1 4 20 20 0
split_gain=0.0139781 0.0125367 0.00809435 0.0465542 0.018591 0.0546145 0.0232694 0.0191806 0.0582103 0.032704 0.022287 0.0209119 0.0176168 0.016256 0.016185 0.0148902 0.0184681 0.0158981 0.0146077 0.0134763 0.0403092 0.0328178 0.0180036 0.0897945 0.0223142
threshold=-0.23058999999999999 -0.091059999999999988 -0.040404999999999996 -0.045014999999999993 -0.083769999999999997 -0.082830000000000001 -0.067359999999999989 -0.078504999999999991 -0.08176499999999999 -0.076924999999999993 -0.0086750000000000004 0.13042000000000004 -0.018754999999999997 -0.10287 0.081605000000000025 -0.072824999999999987 0.084515000000000021 0.089645000000000016 0.09550500000000002 -0.11065499999999999 0.0099250000000000015 0.087495000000000031 -0.0070099999999999997 -0.06470999999999999 -0.066264999999999991
decision_type=2 2 2 2 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 15 6 -6 13 8 10 -9 -7 -11 -8 -4 -14 16 -2 -18 -16 22 21 -21 23 -17 -24
right_child=2 -3 4 -5 5 7 12 9 -10 11 -12 -13 14 -15 18 19 17 -19 -20 20 -22 -23 24 -25 -26
leaf_value=0.00012379358969789078 -0.0026460570954906157 0.0021508403759669661 -0.00036718220038299077 -0.003283766387305335 0.0028479094295186134 -0.00022954648628314612 -0.0016217053011735093 -0.0023883886071356325 0.0033074777733977699 0.00034706509123447296 0.0016496605043563573 -0.0013111319571628519 -0.0016615065661843033 -0.0027853373243202587 0.0004348090913989968 4.0253829416299248e-05 0.00096020272761323567 -0.0015094261481742616 -0.00084675644301592413 -0.00025792217898353649 -0.0023218794231800125 0.0019221121735781418 -0.00054744894455788294 0.004803782212981729 0.0010425571058004528
leaf_weight=65 47 58 58 46 84 272 62 58 72 488 81 89 47 54 597 183 52 51 103 555 83 78 271 50 129
leaf_count=65 47 58 58 46 84 272 62 58 72 488 81 89 47 54 597 183 52 51 103 555 83 78 271 50 129
internal_value=0 0.00108629 7.17733e-06 -0.000164867 0.000136295 0.000404457 -0.000195909 0.000210053 0.000727822 -0.000135196 0.000199341 8.98758e-05 -8.76418e-06 -0.00154039 0.000124012 -6.86107e-05 -0.00100943 -0.000254676 0.000245066 3.53958e-05 -0.00025969 9.41452e-06 0.000370467 0.00106598 -3.26254e-05
internal_weight=0 123 3610 1545 2065 1144 921 1060 425 635 353 577 809 112 747 1499 150 103 700 1349 716 633 633 233 400
internal_count=3733 123 3610 1545 2065 1144 921 1060 425 635 353 577 809 112 747 1499 150 103 700 1349 716 633 633 233 400
is_linear=0
shrinkage=0.0995203


Tree=3735
num_leaves=25
num_cat=0
split_feature=9 9 18 2 2 2 18 17 6 1 9 2 3 9 0 9 19 0 18 18 17 2 29 0
split_gain=0.0114123 0.0351467 0.0428795 0.0130554 0.0294809 0.0288602 0.084021 0.0651732 0.0552279 0.0763408 0.0684754 0.0160232 0.0127297 0.0427076 0.0568139 0.0324188 0.0202995 0.0160023 0.0138868 0.0155383 0.015078 0.0103783 0.0167669 0.00992025
threshold=0.085335000000000022 0.08486500000000001 -0.011039999999999999 -0.082404999999999992 -0.063234999999999986 -0.086050000000000001 -0.018864999999999996 -0.0090649999999999984 -0.0093650000000000001 -0.082635 0.083715000000000026 -0.022909999999999996 0.11926500000000002 0.11351500000000002 -0.057604999999999996 0.14523000000000005 -0.050215000000000003 -0.13056499999999996 -0.12363 -0.10726999999999999 -0.095109999999999986 -0.01504 -0.077709999999999987 -0.071029999999999996
decision_type=2 2 2 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 8 -7 -8 -1 10 -10 -6 16 14 -14 -15 -2 -18 23 -20 -21 -13 -23 -19
right_child=12 2 -4 4 11 6 7 -9 9 -11 -12 21 13 15 -16 -17 17 18 19 20 -22 22 -24 -25
leaf_value=0.0024107832831395167 -0.0019612814115523981 0.0042342328020297674 -2.2378921694465699e-05 0.0025569730149574204 -0.001313704041123279 -0.0042265421268683932 0.0026597073091634118 -0.0022352099915490366 -0.0012033914946902378 -0.0035630485838373722 0.0025860978377719385 0.0014713139048420504 0.0040091582656818199 -0.0026734618392687919 -0.00060940446968728464 0.00090329111693384842 -0.0015961994838723098 0.00013581073016248607 -0.0017553344115112132 0.00051739287438238668 -0.00023267371705352517 -0.00077721009142110362 0.00042776352869063641 0.0021421717940779414
leaf_weight=87 62 47 46 56 64 63 57 51 106 61 85 71 61 49 46 51 71 54 57 331 1334 139 638 46
leaf_count=87 62 47 46 56 64 63 57 51 106 61 85 71 61 49 46 51 71 54 57 331 1334 139 638 46
internal_value=0 0.000242906 0.00212001 0.000124239 0.000339316 -0.00028238 -0.00133722 0.000340639 0.000247293 -0.000496378 0.000478745 0.000202246 -0.000109457 0.000631767 0.00201596 -0.000841132 -0.000188358 -0.000129858 -7.22683e-05 -0.000138899 -8.30697e-05 0.000317623 0.000211148 0.00106692
internal_weight=0 1571 93 1478 968 510 171 108 339 252 191 912 2162 207 107 100 1955 1893 1822 1722 1665 848 777 100
internal_count=3733 1571 93 1478 968 510 171 108 339 252 191 912 2162 207 107 100 1955 1893 1822 1722 1665 848 777 100
is_linear=0
shrinkage=0.0995203


Tree=3736
num_leaves=35
num_cat=0
split_feature=17 17 9 6 9 6 17 9 3 3 21 4 8 0 6 8 9 21 21 17 17 8 8 9 6 8 6 8 17 21 21 21 0 26
split_gain=0.0123918 0.039472 0.0294007 0.0369913 0.0696234 0.056277 0.0589812 0.0274753 0.0233532 0.0566256 0.0343647 0.0481567 0.0289193 0.0284301 0.0232147 0.0213424 0.0220543 0.0198604 0.0712558 0.0344167 0.036101 0.0175772 0.0616067 0.0420111 0.094522 0.0392962 0.0262689 0.0232927 0.0331203 0.016989 0.0229519 0.0166755 0.0161188 0.0128977
threshold=-0.040589999999999994 -0.032404999999999996 0.088510000000000019 -0.074569999999999984 0.095055000000000014 0.092120000000000021 -0.46515999999999996 0.09649000000000002 0.087745000000000031 0.08844500000000001 0.087625000000000022 0.085720000000000018 -0.0073049999999999999 -0.084534999999999985 -0.040424999999999996 -0.073999999999999996 0.098465000000000011 0.095695000000000016 0.11347500000000002 -0.078119999999999995 -0.15450999999999998 -0.084514999999999993 -0.085289999999999991 0.084835000000000022 0.087575000000000028 -0.083849999999999994 0.084050000000000027 -0.088144999999999987 0.0031350000000000006 0.13042000000000004 0.10900500000000002 -0.032929999999999994 -0.086109999999999992 0.093690000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 5 6 -5 -6 10 -10 11 12 13 -1 -9 -4 -17 19 -19 20 -11 22 23 24 26 -23 -3 32 -29 30 31 -27 -25 -16
right_child=1 21 3 4 7 -7 -8 14 9 17 -12 -13 -14 -15 33 16 -18 18 -20 -21 -22 25 -24 27 -26 29 -28 28 -30 -31 -32 -33 -34 -35
leaf_value=0.00087929644639269907 0.0026650996443859727 0.00041491054772770905 -0.0010116591298869864 -0.001128003608198934 0.0017562011833322365 -0.00026553792942656407 -0.0053900483683776597 -0.0019392342481927955 0.0033328955447982731 0.0012423963421133398 -0.0030077809889875948 0.0023348111055882421 -0.0025111179404526188 -0.0013148375624726441 -0.00067382091309793862 0.0029430497409883996 -1.1729655304328978e-05 -0.0039029336382609046 0.0010284191753706284 0.003032665375535799 -0.001022148057223228 0.0030331313992425267 -0.0037863949718728476 0.00018679771604490381 0.0045384111148457007 -0.00078015402536545282 -0.002075392534406831 -0.0031523240738345112 0.00011349125263019984 0.001979777890885698 -0.00197961094276907 0.00035505358587954066 -0.0012788704552245355 0.0014105152477167425
leaf_weight=126 59 291 54 53 59 70 84 85 64 144 46 65 65 109 69 49 50 48 73 48 135 50 47 227 54 148 49 78 50 50 50 942 110 51
leaf_count=126 59 291 54 53 59 70 84 85 64 144 46 65 65 109 69 49 50 48 73 48 135 50 47 227 54 148 49 78 50 50 50 942 110 51
internal_value=0 0.000125352 -0.000242003 -0.000769832 -0.00120711 -0.00257378 -0.0037472 -0.000132416 0.000113953 0.000563166 -0.000443659 -0.000118267 -0.000652496 -0.000134925 -0.000679962 0.000570955 0.00144247 0.000165663 -0.000921055 0.000570285 0.000143715 5.51451e-05 -0.000277597 -8.46604e-05 0.000670353 0.000298922 5.3606e-05 -0.000726153 -0.00187022 0.000183351 0.000103842 0.000200164 -0.000289181 0.0002052
internal_weight=0 2205 1547 624 471 207 137 264 923 512 411 365 300 235 205 153 99 448 121 327 279 2146 906 859 394 1240 340 465 128 1190 1140 1090 337 120
internal_count=3752 2205 1547 624 471 207 137 264 923 512 411 365 300 235 205 153 99 448 121 327 279 2146 906 859 394 1240 340 465 128 1190 1140 1090 337 120
is_linear=0
shrinkage=0.0995203


Tree=3737
num_leaves=16
num_cat=0
split_feature=5 0 5 5 3 0 0 9 9 26 26 7 9 7 5
split_gain=0.0184901 0.0172595 0.0207311 0.03291 0.0133973 0.0124555 0.0289471 0.0194801 0.0216386 0.0271573 0.0135823 0.012125 0.0311354 0.0149269 0.0101716
threshold=0.63223000000000018 0.048265000000000009 0.2686150000000001 0.13648000000000002 0.10502000000000002 -0.063914999999999986 -0.059114999999999994 0.11690000000000002 0.10153500000000003 0.092955000000000024 -0.23202999999999999 0.078400000000000011 0.081605000000000025 0.018455000000000003 -0.46244499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 10 -7 8 9 -8 -1 13 -13 14 -12
right_child=-2 2 -4 -5 -6 6 7 -9 -10 -11 11 12 -14 -15 -16
leaf_value=0.0013204019566980195 -0.0016256641694037406 0.00025640686138895348 0.0022704075178142397 -0.001654074615756603 0.0025575663705697089 -0.0024807929158321626 -0.00056608389241763078 0.0015422124852238416 -0.0022054092526429358 0.0020867989585302052 -0.00059008893647898649 0.0025999022030230284 -0.00076188073660251145 -0.001689082932158244 4.5646831158587244e-05
leaf_weight=78 70 57 70 59 46 65 225 54 60 46 277 58 51 54 2482
leaf_count=78 70 57 70 59 46 65 225 54 60 46 277 58 51 54 2482
internal_value=0 6.92255e-06 0.000838018 0.00021403 0.00129206 -4.87283e-05 -0.000537051 -0.00020676 -0.000494564 -0.000112758 2.42472e-05 -1.00723e-05 0.00101945 -5.02559e-05 -1.78835e-05
internal_weight=0 3682 232 162 103 3450 450 385 331 271 3000 2922 109 2813 2759
internal_count=3752 3682 232 162 103 3450 450 385 331 271 3000 2922 109 2813 2759
is_linear=0
shrinkage=0.0995203


Tree=3738
num_leaves=14
num_cat=0
split_feature=5 0 5 5 4 0 38 6 1 17 17 17 4
split_gain=0.0149933 0.0140075 0.0167976 0.0267047 0.0118559 0.0108716 0.0163228 0.0196827 0.0194591 0.0139605 0.0345354 0.0199438 0.00766336
threshold=0.63223000000000018 0.048265000000000009 0.2686150000000001 0.13648000000000002 0.087495000000000031 -0.0033699999999999997 -0.072014999999999996 -0.46637499999999998 0.55657000000000012 -0.040589999999999994 -0.032404999999999996 -0.053765 0.10495500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 -1 8 -8 11 -11 -9 -7
right_child=-2 2 -4 -5 -6 12 7 9 -10 10 -12 -13 -14
leaf_value=0.0016290182408072009 -0.001463877552555333 2.6406550455318545e-05 0.0020444558823544852 -0.0014894607892503181 0.0021816013520644614 -5.7614232162736201e-05 -0.00010164045336876826 -0.00015283622423374152 -0.0028599305280499251 0.0027036880134319501 0.00010208189901328733 -0.0018274412096838681 -0.0017349420290432456
leaf_weight=59 70 49 70 59 54 49 55 1199 48 52 1850 75 63
leaf_count=59 70 49 70 59 54 49 55 1199 48 52 1850 75 63
internal_value=0 6.23362e-06 0.000754969 0.00019273 0.00116426 -4.38789e-05 -1.12703e-05 -4.10342e-05 -0.00139501 2.61838e-06 0.000173639 -0.000252062 -0.00100842
internal_weight=0 3682 232 162 103 3450 3338 3279 103 3176 1902 1274 112
internal_count=3752 3682 232 162 103 3450 3338 3279 103 3176 1902 1274 112
is_linear=0
shrinkage=0.0995203


Tree=3739
num_leaves=10
num_cat=0
split_feature=2 9 10 23 2 1 3 2 3
split_gain=0.0117044 0.00920662 0.0106269 0.0112075 0.0137423 0.027003 0.0151906 0.0430859 0.0342182
threshold=0.50951500000000005 -0.16268999999999997 0.09056500000000002 -0.046924999999999994 -0.19220999999999999 -0.49837999999999999 0.083955000000000016 -0.080555000000000002 0.084380000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -6 -8
right_child=-2 2 -4 4 6 -7 8 -9 -10
leaf_value=-0.0012851673009874204 0.0013959045890375712 -0.0012342321305193629 0.0011203465759603006 0.00051802073857135816 0.0017505559386802412 -0.0027435673925964741 -0.0021136038145642411 -0.00050119499129277253 -1.6405593905676284e-06
leaf_weight=58 57 77 79 48 172 52 78 164 2967
leaf_count=58 57 77 79 48 172 52 78 164 2967
internal_value=0 -4.09567e-05 -2.089e-05 -4.64595e-05 -1.99507e-05 -0.00116982 1.38169e-05 0.000649051 -5.6009e-05
internal_weight=0 3695 3637 3558 3481 100 3381 336 3045
internal_count=3752 3695 3637 3558 3481 100 3381 336 3045
is_linear=0
shrinkage=0.0995203


Tree=3740
num_leaves=13
num_cat=0
split_feature=18 18 21 0 26 20 3 26 26 0 4 4
split_gain=0.0188735 0.0436261 0.015196 0.020329 0.0329094 0.0165136 0.01628 0.0149866 0.046563 0.016576 0.0132753 0.00861173
threshold=0.31690500000000005 0.23251500000000005 0.13922500000000004 -0.052884999999999995 -0.074359999999999996 0.059705000000000015 0.12732500000000005 -0.2382 -0.22491999999999998 -0.062714999999999993 0.10739000000000003 0.094025000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 11 -4 10 -1 -9 -10 -6 -5
right_child=-2 -3 5 4 6 -7 -8 8 9 -11 -12 -13
leaf_value=0.0014740212228562088 0.0018906408134354597 -0.0029719217312550571 0.0019917802164645827 0.0016188563634576211 -0.0011366403783798723 -0.00039261871137337732 -0.0023816131738968924 -0.0032065606831703395 -5.690435723486749e-05 0.0013458012688610159 0.00046967935485331841 -3.0957021599943238e-05
leaf_weight=64 46 53 70 56 253 48 84 46 2788 86 63 69
leaf_count=64 46 53 70 56 253 48 84 46 2788 86 63 69
internal_value=0 -0.000136778 -9.51232e-05 -0.000132685 -0.00070384 0.00101492 -0.00114509 -3.19223e-05 -6.52097e-05 -1.46457e-05 -0.000813802 0.000701611
internal_weight=0 3680 3627 3509 525 118 400 2984 2920 2874 316 125
internal_count=3726 3680 3627 3509 525 118 400 2984 2920 2874 316 125
is_linear=0
shrinkage=0.0995203


Tree=3741
num_leaves=15
num_cat=0
split_feature=17 5 5 5 5 3 17 17 17 21 21 27 3 4
split_gain=0.0224131 0.0183778 0.020512 0.0153199 0.0452918 0.0447323 0.0294448 0.0491141 0.0250062 0.0171796 0.0150398 0.01239 0.0112988 0.00654213
threshold=-0.57205499999999987 0.62404000000000015 0.51659500000000014 0.13648000000000002 0.065520000000000023 0.089395000000000016 -0.42168999999999995 -0.24445500000000001 -0.45712999999999998 0.08957500000000003 1.0000000180025095e-35 -0.086859999999999993 0.088475000000000012 0.10252500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 11 -6 8 -8 9 -5 -9 -2 -13 -3
right_child=1 13 -4 6 5 -7 7 10 -10 -11 -12 12 -14 -15
leaf_value=0.0019705561938420852 -0.0016646424884055244 -0.00066609824858894918 0.0018136408785951227 -0.0014383847444733842 0.0041472859345016762 3.6935726325557585e-05 -0.0043736309378715069 -0.0014121415706917822 0.0017041980588677038 0.00018838911904295284 0.00079185764085877271 -0.00032532045130604113 7.833770035156856e-05 -0.0023317414935224256
leaf_weight=51 50 50 55 110 50 56 48 90 64 153 46 1145 1711 47
leaf_count=51 50 50 55 110 50 56 48 90 64 153 46 1145 1711 47
internal_value=0 -0.000129392 -9.25045e-05 -0.000122495 -3.67258e-05 0.0019835 -0.000626445 -0.00163371 -5.71646e-05 -0.000488898 -0.000660652 -0.000110698 -8.32064e-05 -0.0014816
internal_weight=0 3675 3578 3523 3012 106 511 184 327 263 136 2906 2856 97
internal_count=3726 3675 3578 3523 3012 106 511 184 327 263 136 2906 2856 97
is_linear=0
shrinkage=0.0995203


Tree=3742
num_leaves=13
num_cat=0
split_feature=17 6 6 21 17 17 1 9 1 21 3 4
split_gain=0.018175 0.0176357 0.0246423 0.0182641 0.0159034 0.0131356 0.0320702 0.0320852 0.0285373 0.0209158 0.0239117 0.00634946
threshold=-0.57205499999999987 0.15086500000000005 0.23153500000000005 -0.091869999999999993 -0.55026999999999993 -0.011809999999999999 -0.080349999999999991 0.084380000000000024 -0.078509999999999983 0.13922500000000004 0.11868500000000003 0.097375000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 11 9 7 -7 -8 10 -6 -5
right_child=1 2 -4 4 5 6 8 -9 -10 -11 -12 -13
leaf_value=0.0017744462781896962 0.0014609393374318675 -0.0025828841985310875 0.00017007498400800904 -0.0004907724373911785 0.00021774739725946088 -0.0021796777581332381 0.0019274826005831059 -0.00033703795439300266 -0.00013276813657208344 0.0022329303728287806 -0.0010519996789242348 -0.0021145856916920656
leaf_weight=51 75 67 61 47 1332 152 70 247 1361 46 165 52
leaf_count=51 75 67 61 47 1332 152 70 247 1361 46 165 52
internal_value=0 -0.000116493 -0.00126453 -7.48327e-05 -0.000108243 -7.14968e-05 -0.000251995 -0.00104105 -3.14151e-05 0.000142044 7.72484e-05 -0.00135195
internal_weight=0 3675 128 3547 3472 3373 1830 399 1431 1543 1497 99
internal_count=3726 3675 128 3547 3472 3373 1830 399 1431 1543 1497 99
is_linear=0
shrinkage=0.0995203


Tree=3743
num_leaves=13
num_cat=0
split_feature=1 18 0 1 1 21 20 26 26 20 10 4
split_gain=0.0167149 0.0226334 0.0456312 0.0143475 0.0141694 0.0132625 0.0234181 0.014701 0.0311266 0.0141724 0.0131323 0.0204837
threshold=-0.54365999999999992 0.15374500000000005 -0.089674999999999991 -0.44477499999999998 -0.047889999999999995 0.13922500000000004 0.059705000000000015 -0.2382 -0.22971 -0.085594999999999991 0.086275000000000018 0.088435000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 10 -4 7 -7 -5 -9 -10 11 -2
right_child=1 2 4 5 -6 6 -8 8 9 -11 -12 -13
leaf_value=0.001525012643171942 -8.6126378956109177e-05 -0.0038758489933834045 -0.0013314439160119959 0.0013310599037147932 0.00095791341846156262 0.0026371061436953947 -0.00044455555702666808 -0.0025935827369904922 0.00058438868444029256 -0.00011177549510632986 0.00043399598240027876 -0.0026470473092995409
leaf_weight=63 58 47 52 75 55 50 47 48 323 2791 49 68
leaf_count=63 58 47 52 75 55 50 47 48 323 2791 49 68
internal_value=0 -0.000109247 -0.00129036 -5.71781e-05 -0.000147021 -1.0825e-05 0.00113549 -4.54284e-05 -7.83365e-05 -3.93029e-05 -0.000935593 -0.00147471
internal_weight=0 3663 154 3509 107 3334 97 3237 3162 3114 175 126
internal_count=3726 3663 154 3509 107 3334 97 3237 3162 3114 175 126
is_linear=0
shrinkage=0.0995203


Tree=3744
num_leaves=20
num_cat=0
split_feature=21 21 26 18 21 6 6 3 26 26 17 26 0 4 18 5 0 17 8
split_gain=0.0129012 0.0312526 0.023049 0.0389317 0.018625 0.0649272 0.0180219 0.0274242 0.012485 0.0262555 0.0256703 0.0245209 0.100253 0.0140433 0.0438918 0.029708 0.0174818 0.0155759 0.00686878
threshold=-0.032929999999999994 -0.075024999999999994 0.086515000000000022 -0.013734999999999999 -0.0086749999999999987 -0.0093650000000000001 -0.0048649999999999995 0.088535000000000016 0.12086000000000002 0.26711000000000013 -0.0064000000000000003 0.11377500000000003 -0.071799999999999989 0.10606500000000003 -1.0000000180025095e-35 0.62720500000000012 -0.083514999999999992 -0.05543 -0.017214999999999998
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 7 -1 11 10 -10 13 -13 15 -15 16 -6 -16 -11
right_child=4 -3 3 -5 8 -7 -8 -9 9 18 -12 12 -14 14 17 -17 -18 -19 -20
leaf_value=-0.0003516768883880396 0.0037842988217315927 -0.0026179536891708867 -0.0035239518784274423 0.00033343404769407294 0.00029372393097435562 -0.0011334923735649728 -0.001176792887031016 0.002254976201483645 0.0033832697785868915 0.00032849700878851112 0.00048170436463031521 -0.0045493085486119642 0.00099741047950499279 -0.0030507367410646993 0.00093916037659633037 0.0022491182900773871 -0.00024910524550733425 -0.00048397010904146489 -0.0011956505614309446
leaf_weight=80 53 63 47 57 1184 53 53 79 51 59 76 57 74 59 99 61 1166 328 57
leaf_count=80 53 63 47 57 1184 53 53 79 51 59 76 57 74 59 99 61 1166 328 57
internal_value=0 -0.000592958 -0.000186649 -0.00140194 1.92315e-05 0.00131768 0.000405668 0.000938304 -2.25958e-05 0.000663392 0.00165335 -7.79174e-05 -0.0014098 -1.74082e-05 -0.000505677 8.06755e-05 2.40399e-05 -0.0001521 -0.000413381
internal_weight=0 379 316 104 3377 106 212 159 3271 243 127 3028 131 2897 486 2411 2350 427 116
internal_count=3756 379 316 104 3377 106 212 159 3271 243 127 3028 131 2897 486 2411 2350 427 116
is_linear=0
shrinkage=0.0995203


Tree=3745
num_leaves=16
num_cat=0
split_feature=2 4 8 22 4 0 4 4 4 2 3 9 19 27 0
split_gain=0.0146814 0.0129364 0.0310874 0.0572412 0.101702 0.0357159 0.0225863 0.0234106 0.0285549 0.0146103 0.0156532 0.0378648 0.011493 0.012504 0.011237
threshold=0.50951500000000005 0.10716000000000002 -0.07034 0.078345000000000012 0.11394500000000003 -0.057604999999999996 0.10495500000000003 0.10333000000000002 0.10113500000000002 -0.010784999999999998 0.11896500000000003 -0.081559999999999994 0.13950000000000004 -0.0027049999999999995 -0.086775000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 9 4 -4 -6 7 8 12 14 -11 -12 13 -1 -3
right_child=-2 2 3 -5 5 -7 -8 -9 -10 10 11 -13 -14 -15 -16
leaf_value=0.0012506122829603779 0.0015463797720769142 9.2575871866840077e-05 -0.0053209719333677085 0.0017851326611957802 0.0012550644276113768 -0.0020696905845359833 0.0019262101678401619 -0.0022040237500814933 0.0024718355771135678 0.00087893960937673714 0.00089269185731519825 -0.0026829624472564447 -0.0015077778316754298 -3.4416990657954789e-05 0.0020690681942169002
leaf_weight=77 57 61 65 46 61 67 60 48 46 62 53 65 51 2882 55
leaf_count=77 57 61 65 46 61 67 60 48 46 62 53 65 51 2882 55
internal_value=0 -6.27273e-05 -0.00051537 -0.00136 -0.00211385 -0.000478842 1.35512e-05 -2.31566e-05 1.083e-05 0.000163843 -0.000394158 -0.00107001 -2.65081e-05 -7.00891e-07 0.00103676
internal_weight=0 3699 535 239 193 128 3164 3104 3056 296 180 118 3010 2959 116
internal_count=3756 3699 535 239 193 128 3164 3104 3056 296 180 118 3010 2959 116
is_linear=0
shrinkage=0.0995203


Tree=3746
num_leaves=16
num_cat=0
split_feature=24 21 9 21 3 21 0 21 2 18 18 18 3 3 3
split_gain=0.0137816 0.0109831 0.0277001 0.0331814 0.0239838 0.0176238 0.0252198 0.0149024 0.0125554 0.00824248 0.0194818 0.0241694 0.0174922 0.0626392 0.0399522
threshold=0.10636500000000003 -0.032929999999999994 0.091750000000000012 -0.075024999999999994 0.10726500000000001 -0.091104999999999992 -0.085794999999999996 -0.014264999999999998 0.50951500000000005 0.082540000000000016 0.014860000000000003 1.0000000180025095e-35 0.090595000000000023 0.091865000000000016 0.087325000000000028
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 -3 9 10 11 -9 14 -14 -11
right_child=-2 7 -4 -5 -6 6 -8 8 -10 12 -12 -13 13 -15 -16
leaf_value=-0.0014242174313983933 -0.0017463336318831349 0.0014511585656366232 -0.0022630256360168235 -0.0025680292493376364 0.002290710068964856 0.0016032120665080748 -0.0011187593912179545 -0.00011213384631064807 0.0015623740636005517 -5.3930614618205906e-05 -0.0016917509276458465 0.0020387868529920298 -0.0032058007870592047 0.00024178954927530491 0.0019201568763516747
leaf_weight=70 46 73 73 46 50 84 56 2142 51 262 75 53 59 451 165
leaf_count=70 46 73 73 46 50 84 56 2142 51 262 75 53 59 451 165
internal_value=0 -1.27414e-05 -0.000520553 -0.000102189 0.000330927 -0.00013179 0.000508576 4.47915e-05 1.30286e-05 -1.1355e-05 -0.000114104 -5.98252e-05 0.000236694 -0.000155444 0.000706973
internal_weight=0 3710 379 306 260 210 140 3331 3258 3207 2270 2195 937 510 427
internal_count=3756 3710 379 306 260 210 140 3331 3258 3207 2270 2195 937 510 427
is_linear=0
shrinkage=0.0995203


Tree=3747
num_leaves=14
num_cat=0
split_feature=17 3 17 0 20 22 4 4 2 7 0 0 0
split_gain=0.0121392 0.0228463 0.0164687 0.0148235 0.0313943 0.0248566 0.0262723 0.0147224 0.0129807 0.0180035 0.0111911 0.0429586 0.026374
threshold=0.51734000000000024 0.09587500000000003 0.51174000000000019 -0.16423499999999999 -0.091229999999999992 0.079065000000000024 0.087495000000000031 0.10724500000000002 0.50951500000000005 -0.068034999999999998 -0.083390000000000006 -0.083885000000000001 -0.082794999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 -8 9 -5 11 -11 -12
right_child=1 -3 -4 8 5 -7 7 -9 -10 10 12 -13 -14
leaf_value=0.0015429073239915476 0.00038813873495805422 -0.0023271076780200196 0.0016654991680346305 -0.0019079866555397592 -0.0038898566151115755 0.00053188270159215396 0.00010689413755747784 -0.0022830614111408009 0.0015752594041001293 0.00012839247577111487 -0.0022067959283530608 0.0029635923160138251 -6.4910787778588009e-05
leaf_weight=47 59 63 58 48 48 53 52 49 53 1441 59 55 1671
leaf_count=47 59 63 58 48 48 53 52 49 53 1441 59 55 1671
internal_value=0 -0.00100729 1.74709e-06 -2.50088e-05 -0.000765788 -0.00130701 -0.00196661 -0.00104448 3.01867e-05 4.92474e-06 3.36409e-05 0.000233175 -0.000138431
internal_weight=0 122 3634 3576 249 202 149 101 3327 3274 3226 1496 1730
internal_count=3756 122 3634 3576 249 202 149 101 3327 3274 3226 1496 1730
is_linear=0
shrinkage=0.0995203


Tree=3748
num_leaves=22
num_cat=0
split_feature=2 17 17 0 20 21 1 2 2 17 2 8 1 8 2 2 4 4 6 1 18
split_gain=0.0128388 0.0226985 0.025414 0.0158482 0.0277127 0.0334716 0.0278018 0.0151562 0.0213253 0.0303979 0.0332043 0.0188063 0.018731 0.0202715 0.0220042 0.0175279 0.0156679 0.0141793 0.0208444 0.0218277 0.0132954
threshold=0.11241000000000002 -0.092124999999999999 -0.0069749999999999994 -0.14795 -0.086134999999999989 0.090995000000000006 -0.00050999999999999993 -0.087075 -0.087444999999999995 0.10932500000000002 -0.089054999999999995 0.10528000000000003 -0.50597999999999999 -0.046889999999999994 -0.018864999999999996 -0.0023849999999999995 0.10739000000000003 0.14298500000000006 -0.23827499999999999 0.41165000000000013 0.063210000000000016
decision_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 -1 6 20 8 9 10 16 12 -9 15 -15 -14 -5 18 -4 -20 -6
right_child=1 2 17 7 5 -7 -8 11 -10 -11 -12 -13 13 14 -16 -17 -18 -19 19 -21 -22
leaf_value=-0.0029768653018071136 0.0023842050512031454 -0.0015994178346371501 0.0028982775012537706 0.00012226096750268627 0.00031771807610768611 -0.0026977865260975073 0.0016544261156110497 -0.0017062952790714756 0.0023631685955993425 0.0022119728269037143 -0.0017389729057700307 -0.0017219767448373665 -8.316870568894493e-05 0.0001551121026445428 0.0018358569075805661 -0.0018718620905223706 0.0017404559067055964 -0.00067839602781530491 0.0013983566957600614 -0.0012247559117513323 -0.0020620956288995409
leaf_weight=47 58 60 48 431 46 46 82 66 52 71 89 69 1822 252 112 56 69 57 90 48 46
leaf_count=47 58 60 48 431 46 46 82 66 52 71 89 69 1822 252 112 56 69 57 90 48 46
internal_value=0 0.000578983 0.000230727 -4.55614e-05 -0.000781234 -0.000308446 0.000318515 1.7762e-05 0.000420772 0.000266494 3.05897e-05 -0.00010261 -5.38427e-05 -4.83265e-06 0.000674513 -0.000136942 0.000347209 0.000685984 0.0011085 0.000480038 -0.000863291
internal_weight=0 361 303 3356 267 220 174 3089 712 660 589 2377 2308 2242 364 1878 500 243 186 138 92
internal_count=3717 361 303 3356 267 220 174 3089 712 660 589 2377 2308 2242 364 1878 500 243 186 138 92
is_linear=0
shrinkage=0.0995203


Tree=3749
num_leaves=23
num_cat=0
split_feature=20 20 3 4 4 8 20 17 5 5 8 8 20 8 20 21 0 21 1 3 1 1
split_gain=0.00981004 0.0263364 0.02493 0.0248828 0.0290327 0.0224642 0.0215296 0.0302048 0.0265094 0.0188799 0.0179281 0.0165272 0.0154847 0.0133693 0.0129305 0.0187549 0.0404978 0.0297712 0.0211613 0.018985 0.0155456 0.00881461
threshold=-0.01137 -0.017315000000000001 0.13547000000000003 0.10739000000000003 0.12028000000000003 0.0017700000000000003 -0.0078249999999999986 -0.54892999999999992 -0.50393499999999991 -0.13955999999999999 -0.076554999999999998 -0.090440000000000006 -0.042414999999999994 -0.26194999999999996 -0.053499999999999999 0.10068500000000002 -0.10148 0.095090000000000022 0.0043150000000000011 0.11523000000000001 0.058455000000000014 0.5126750000000001
decision_type=2 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 6 10 9 -2 -8 -9 13 -5 -10 14 -4 15 17 -17 19 -19 -1 -18 -6
right_child=2 -3 5 4 21 -7 7 8 11 -11 -12 -13 -14 -15 -16 16 20 18 -20 -21 -22 -23
leaf_value=-0.00031007419043983428 0.0017964792542515559 -0.0022540327804652662 -0.00080031024025972394 0.0010288952143366044 -0.00086528085615735059 -0.0028328758844554437 -0.0018132413995159617 -0.0022153115811275924 -0.00041734331128772772 -0.0019370308651618978 0.0034875653384069259 0.00035899925719645943 0.0016126289082126987 0.0014925151293312497 -0.0014226085524312062 0.0026847658009998389 0.00048855981062055631 -0.0005167745046099387 -0.0035429436808703699 0.0012748679629835935 -0.0011305300892976771 0.00094973621603647665
leaf_weight=680 73 59 46 59 54 47 82 46 338 49 61 1368 50 55 77 69 190 47 46 84 85 52
leaf_count=680 73 59 46 59 54 47 82 46 338 49 61 1368 50 55 77 69 190 47 46 84 85 52
internal_value=0 -0.000195935 0.00013832 0.000237557 0.00122534 -0.000932002 0.000120065 5.28914e-05 0.0001407 -0.000330937 0.00228554 0.000204707 -0.000103882 0.000440153 -0.000171678 -9.07954e-05 0.000529012 -0.000340542 -0.00202239 -0.000134742 -8.90945e-06 1.7382e-05
internal_weight=0 1387 2330 2133 226 197 1907 1834 1752 150 120 1706 1328 101 1278 1201 344 857 93 764 275 106
internal_count=3717 1387 2330 2133 226 197 1907 1834 1752 150 120 1706 1328 101 1278 1201 344 857 93 764 275 106
is_linear=0
shrinkage=0.0995203


Tree=3750
num_leaves=15
num_cat=0
split_feature=2 17 17 0 6 20 6 6 10 17 17 17 20 8
split_gain=0.0104128 0.0185969 0.0198194 0.0138945 0.0190497 0.0127017 0.0394517 0.0230765 0.0116715 0.0154868 0.0132147 0.0194977 0.0156892 0.0118964
threshold=0.11241000000000002 -0.092124999999999999 -0.0069749999999999994 -0.22163999999999998 -0.095814999999999997 -0.06470999999999999 -0.045589999999999999 -0.242115 0.09056500000000002 -0.55380499999999999 -0.54441499999999998 -0.53015499999999993 0.14849500000000004 0.041960000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -4 7 -7 9 13 -11 -12 -13 -5
right_child=1 2 5 8 -6 6 -8 -9 -10 10 11 12 -14 -15
leaf_value=0.00029857892364094408 0.0021541147598821233 -0.0014112153378820762 -0.00074673204264109406 -0.0023843342286025307 -0.0024205373358930421 0.0011184733350755667 0.0034560224238556619 -0.0015134972824092081 0.0011512083503021032 0.0013853225089867345 -0.0018348594495133852 3.8310211747696482e-05 -0.0017224753151157783 -0.00022198331987823342
leaf_weight=46 58 60 53 48 56 90 48 52 84 67 58 2891 51 55
leaf_count=46 58 60 53 48 56 90 48 52 84 67 58 2891 51 55
internal_value=0 0.000520001 0.000204498 -4.24517e-05 -0.00118624 0.000606809 0.000988684 0.000148888 -6.34679e-06 -3.72784e-05 2.76642e-06 -2.78378e-05 7.50845e-06 -0.00123763
internal_weight=0 361 303 3356 102 243 190 142 3254 3170 3067 3000 2942 103
internal_count=3717 361 303 3356 102 243 190 142 3254 3170 3067 3000 2942 103
is_linear=0
shrinkage=0.0995203


Tree=3751
num_leaves=17
num_cat=0
split_feature=2 2 3 8 4 3 8 3 8 2 18 17 17 9 17 3
split_gain=0.00843603 0.0153373 0.016189 0.015038 0.0157116 0.0121223 0.0351555 0.0247856 0.0220763 0.012598 0.0580828 0.0119883 0.0122352 0.0319323 0.0204748 0.00970336
threshold=0.11241000000000002 0.14685000000000001 0.11404500000000002 -0.51030999999999993 0.11860000000000002 0.13547000000000003 0.10528000000000003 0.12870500000000004 -0.049499999999999995 0.092170000000000016 0.089365000000000014 -0.56655999999999984 -0.54441499999999998 0.095415000000000014 -0.53015499999999993 0.14940500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 7 8 9 -7 11 -11 -1 13 -13 -14 -6
right_child=1 3 -4 4 15 6 -8 -9 -10 10 -12 12 14 -15 -16 -17
leaf_value=-0.0014286920741761406 0.00033153274342715886 0.0012029313264027932 0.0026173354415791232 -0.0017816679872508796 -0.00070196730667397979 -0.001024717839945205 -0.0031391442850751744 0.002250305391542981 0.0016772475049394091 -0.0024925728424877152 0.001873755340186688 -0.0003826803216927949 -0.0018181115081140366 0.0030036107759451548 4.0088583182912877e-05 0.0012371339939111201
leaf_weight=56 70 71 56 62 53 77 48 48 49 87 46 64 60 48 2773 49
leaf_count=56 70 71 56 62 53 77 48 48 49 87 46 64 60 48 2773 49
internal_value=0 0.000468024 0.00135394 -3.49518e-06 -0.000530781 -3.82269e-05 -0.00084711 5.74763e-06 1.95497e-05 -2.83686e-05 -0.000976259 1.33678e-05 4.10669e-05 0.00106128 4.44843e-07 0.000221536
internal_weight=0 361 126 235 164 3356 174 3182 126 3134 133 3001 2945 112 2833 102
internal_count=3717 361 126 235 164 3356 174 3182 126 3134 133 3001 2945 112 2833 102
is_linear=0
shrinkage=0.0995203


Tree=3752
num_leaves=10
num_cat=0
split_feature=24 0 2 0 0 0 0 22 18
split_gain=0.061551 0.0130038 0.0473492 0.0234246 0.0121057 0.0249017 0.0119387 0.00893235 0.00586806
threshold=-0.071649999999999991 0.12433000000000002 -0.13535499999999998 0.11291000000000002 0.048265000000000009 0.032270000000000014 -0.014889999999999999 0.10292000000000003 -0.018864999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 -2 -6
right_child=1 2 -4 -5 8 -7 -8 -9 -10
leaf_value=-0.0035382387562307746 0.00012596836374085979 0.0030879285635818103 -0.00073467079119024145 -0.0020939883341467274 0.002043833621392298 -0.0022109073010558923 0.0012991930443750827 -0.00065455538526258813 0.0004354077712889135
leaf_weight=46 3137 62 66 48 46 46 83 152 47
leaf_count=46 3137 62 66 48 46 46 83 152 47
internal_value=0 0.000124419 0.00111051 8.87245e-05 0.000118798 8.80582e-05 0.000119663 8.96478e-05 0.00123978
internal_weight=0 3687 128 3559 3511 3418 3372 3289 93
internal_count=3733 3687 128 3559 3511 3418 3372 3289 93
is_linear=0
shrinkage=0.0995203


Tree=3753
num_leaves=27
num_cat=0
split_feature=30 5 26 17 5 1 17 26 26 5 5 26 26 6 6 6 3 6 1 1 2 0 1 26 26 1
split_gain=0.0425338 0.00971965 0.0299468 0.0217977 0.0195901 0.0352255 0.0471058 0.0162702 0.0416993 0.0251537 0.0745312 0.0632843 0.0151492 0.0142463 0.0412542 0.0313565 0.0191025 0.0125784 0.0117467 0.0384662 0.0313712 0.0262731 0.0183752 0.0197305 0.067625 0.0491669
threshold=-1.0000000180025095e-35 -0.0083599999999999994 0.08919500000000001 0.059130000000000009 -0.011964999999999998 -0.085574999999999998 -0.011174999999999999 0.097315000000000026 0.10393000000000002 0.25032500000000008 0.060575000000000011 0.091485000000000025 0.12456500000000002 -0.085885000000000003 -0.093155000000000002 -0.069354999999999986 0.10807500000000002 -0.059114999999999994 -0.082489999999999994 -0.085574999999999998 -0.086934999999999998 -0.082885 -0.081594999999999987 0.090385000000000021 0.091485000000000025 -0.010395
decision_type=2 2 2 2 2 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 18 -6 -7 9 -9 10 11 -4 -10 14 -3 -15 -17 -11 19 20 -2 -22 -20 25 -25 -24
right_child=1 2 7 -5 5 6 -8 8 12 17 -12 -13 -14 15 -16 16 -18 -19 22 -21 21 -23 23 24 -26 -27
leaf_value=-0.0029031338719297719 0.0013563314295364393 0.0001171167820384244 -0.0023507621394847425 0.0024609997018084219 0.0010685819410670809 -0.0039636158986988326 9.3347455803556071e-05 0.0025714455303402625 -0.0015516811674073858 -0.00051221392734000651 -0.0045620972448969926 0.0021281008606041669 0.00045818447397074811 -0.0018628400356274916 0.0038773361351143992 0.00024936908304997509 0.0015008040639244474 0.0013535160172568851 -0.0017519978306666424 0.0028516895967498285 -0.0029416444042221486 0.0003553297853393331 -0.0013208096266982905 0.0040582175137675721 0.00018129141926374076 0.00016366042107066644
leaf_weight=47 86 79 64 62 52 60 53 62 71 88 55 61 77 58 46 513 159 60 59 62 47 48 290 49 499 926
leaf_count=47 86 79 64 62 52 60 53 62 71 88 55 61 77 58 46 513 159 60 59 62 47 48 290 49 499 926
internal_value=0 0.000109324 0.000309473 0.00065557 -2.08419e-05 -0.00106464 -0.00205355 -0.000278912 0.000402574 -0.000717726 -0.00150861 -0.000158528 -0.000500477 0.000523692 0.00150743 0.000354123 0.000546686 0.000238632 6.21245e-05 0.000712208 -1.61313e-05 -0.00126719 -2.40805e-05 3.32486e-05 0.000529445 -0.000189693
internal_weight=0 3686 1455 917 2231 165 113 538 210 328 180 125 148 855 125 730 672 148 2066 243 181 95 1823 1764 548 1216
internal_count=3733 3686 1455 917 2231 165 113 538 210 328 180 125 148 855 125 730 672 148 2066 243 181 95 1823 1764 548 1216
is_linear=0
shrinkage=0.0995203


Tree=3754
num_leaves=10
num_cat=0
split_feature=24 0 5 2 2 1 0 4 0
split_gain=0.0491888 0.00961603 0.0403945 0.0209143 0.0101337 0.0109525 0.0111769 0.0226793 0.0138279
threshold=-0.071649999999999991 0.12433000000000002 0.22078000000000006 -0.19220999999999999 -0.157135 -0.50954999999999984 -0.038659999999999993 0.085990000000000025 -0.050054999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 -6 8 -8 -7
right_child=1 2 -4 4 5 6 7 -9 -10
leaf_value=-0.003169454437704361 -0.0016041337302385708 -0.00052407215185351196 0.0030581939666825754 0.0013707962138937654 -0.001136279604239293 9.7500002153645858e-05 -0.00066023262916845504 0.0015510489204940228 -0.0012878336795056173
leaf_weight=46 72 75 53 62 71 3074 68 139 73
leaf_count=46 72 75 53 62 71 3074 68 139 73
internal_value=0 0.00010479 0.000952815 7.40606e-05 0.000108947 8.58657e-05 0.000111981 0.000820683 6.51047e-05
internal_weight=0 3687 128 3559 3487 3425 3354 207 3147
internal_count=3733 3687 128 3559 3487 3425 3354 207 3147
is_linear=0
shrinkage=0.0995203


Tree=3755
num_leaves=10
num_cat=0
split_feature=24 10 10 22 20 5 8 8 18
split_gain=0.0398852 0.00949078 0.0120744 0.00906965 0.00912661 0.00856012 0.00832494 0.0436645 0.0247544
threshold=-0.071649999999999991 0.089450000000000016 0.086175000000000015 0.099745000000000014 0.020795000000000004 0.62720500000000012 -0.076394999999999991 -0.073644999999999988 -0.070104999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 8 -8 -2
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.0028540295406470338 0.00085074625297226238 0.0011343607225652564 -0.0013794675158685797 -0.0013722411821349436 9.5308478229774699e-05 0.0014219871100698378 -0.0022343416044391172 6.6749776966434178e-05 3.2254216424531081e-05
leaf_weight=46 494 85 56 82 84 50 87 1328 1421
leaf_count=46 494 85 56 82 84 50 87 1328 1421
internal_value=0 9.43171e-05 6.95468e-05 9.26612e-05 -0.000624694 0.000128134 0.000108461 -7.41523e-05 0.000243823
internal_weight=0 3687 3602 3546 166 3380 3330 1415 1915
internal_count=3733 3687 3602 3546 166 3380 3330 1415 1915
is_linear=0
shrinkage=0.0995203


Tree=3756
num_leaves=17
num_cat=0
split_feature=18 5 5 26 17 5 5 5 0 0 0 26 4 5 18 2
split_gain=0.0152685 0.0426958 0.0602815 0.0211594 0.0153081 0.0181347 0.033235 0.0156736 0.0203758 0.0280507 0.0248576 0.0145663 0.030276 0.0238196 0.0216991 0.0197689
threshold=-0.095364999999999991 0.066815000000000027 -0.0086449999999999982 -0.126245 -0.56137499999999996 0.40249000000000007 0.26245000000000007 0.22078000000000006 -0.078289999999999985 -0.071029999999999996 -0.079379999999999992 0.086835000000000009 0.10098000000000003 0.51390500000000017 -0.14343999999999998 -0.071344999999999992
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 6 7 8 10 -10 -6 12 15 14 -13 -5
right_child=4 3 -4 11 5 -7 -8 -9 9 -11 -12 13 -14 -15 -16 -17
leaf_value=0 0.0015666668049984591 0.0018739233431354977 0.0039094657798076403 -0.0034159794687713707 -0.00011582391519111222 -0.0016961126258923794 0.0022406127396687853 -0.001545125467815738 0.0011721707830319242 -3.2365390063405247e-05 -0.0019860472430974791 -0.0014682880346380061 0.00097680012533690242 0.0022682250420637431 0.0011883240283523638 -0.00072326651928483895
leaf_weight=78 60 52 78 48 2035 64 64 68 299 529 73 73 54 47 52 64
leaf_count=78 60 52 78 48 2035 64 64 68 299 529 73 73 54 47 52 64
internal_value=0 0.000561644 0.00195314 2.94765e-06 -7.63299e-06 -3.80534e-05 -3.1986e-06 -5.12754e-05 -1.63978e-05 0.000401617 -0.000180978 -0.000282473 -0.000948849 0.000355898 -0.000356588 -0.0018846
internal_weight=0 546 156 390 3192 3132 3068 3004 2936 828 2108 338 166 172 125 112
internal_count=3738 546 156 390 3192 3132 3068 3004 2936 828 2108 338 166 172 125 112
is_linear=0
shrinkage=0.0995203


Tree=3757
num_leaves=10
num_cat=0
split_feature=18 9 5 17 17 17 18 0 0
split_gain=0.0124339 0.0349082 0.0134639 0.016059 0.0121325 0.0186524 0.0134617 0.0416717 0.0202846
threshold=-0.42656999999999995 0.09649000000000002 0.62404000000000015 -0.55286000000000002 -0.54604999999999992 -0.53166999999999998 -0.095799999999999982 -0.078479999999999994 -0.078289999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 7 -7 -8
right_child=2 -3 -4 4 5 6 8 -9 -10
leaf_value=0.0030808656700175362 0.0014689827663725999 -0.00053175969217967732 -0.0012316474087126768 -0.0015539712595807815 0.0019082539210793228 0.001730631137704598 -0.00020343558499583898 -0.00056315631132149732 0.00035836259630548642
leaf_weight=49 79 57 81 47 53 166 2155 148 903
leaf_count=49 79 57 81 47 53 166 2155 148 903
internal_value=0 0.00113051 3.65374e-05 6.56959e-05 3.35304e-05 5.55542e-05 2.61912e-05 0.000646876 -3.72739e-05
internal_weight=0 106 3632 3551 3472 3425 3372 314 3058
internal_count=3738 106 3632 3551 3472 3425 3372 314 3058
is_linear=0
shrinkage=0.0995203


Tree=3758
num_leaves=24
num_cat=0
split_feature=17 17 18 17 1 2 1 18 1 17 18 5 1 5 0 6 0 0 18 26 26 19 4
split_gain=0.0106392 0.0528838 0.139828 0.0521776 0.0258311 0.0332807 0.0252396 0.0905012 0.037944 0.0253299 0.0343105 0.0501354 0.0223539 0.0222992 0.0202704 0.0360295 0.0309278 0.0460786 0.0298048 0.0187531 0.0283396 0.0308085 0.00791255
threshold=-0.011809999999999999 -0.0082649999999999998 -0.016464999999999997 -0.016209999999999999 -0.087734999999999994 0.096520000000000022 -0.087944999999999995 -1.0000000180025095e-35 -0.084204999999999988 -0.0050499999999999998 -0.080424999999999996 -0.014374999999999999 -0.089520000000000002 -0.015214999999999999 -0.12469 -0.094839999999999994 -0.083995 -0.081909999999999997 -0.095364999999999991 0.092955000000000024 0.089880000000000029 0.021890000000000003 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 2
left_child=3 2 -2 4 12 14 7 -3 -8 -10 11 -11 19 -12 15 -6 18 -18 -16 20 21 -1 -9
right_child=1 6 -4 -5 5 -7 8 22 9 10 13 -13 -14 -15 16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=-0.00059116786764616376 -0.0059553935127321413 0.0046881214321766989 0.00081219419863534929 0.0027538774605218607 -8.5600157362938402e-05 -0.0014330517970624565 -0.0026741357192232042 -0.0011623657072469197 0.0018322353364085624 -0.0039016463640834192 -7.4553894754524909e-05 0.00026299506789837336 -0.0023312485546732502 0.0012478841282905955 -0.002686681906028692 0.003666183708459446 0.0034321250100922593 0.0005552935604897167 3.6910929970549154e-05 -0.0017069785333972004 0.0023644301063244729 0.0016970586601747007 0.00055473254939716714
leaf_weight=372 53 51 70 78 47 89 54 60 72 55 1284 59 54 140 46 54 62 513 291 72 46 69 47
leaf_count=372 53 51 70 78 47 89 54 60 72 55 1284 59 54 140 46 54 62 513 291 72 46 69 47
internal_value=0 -9.98973e-05 -0.00209727 0.000236017 0.000121025 0.000409456 3.44924e-05 0.00123687 -7.91834e-05 7.34388e-06 -7.75545e-05 -0.00173908 -0.000396156 5.48862e-05 0.000572143 0.0019122 0.00042284 0.000866915 -0.000332427 -0.000207759 1.22106e-05 -0.00023129 -0.000400476
internal_weight=0 1945 123 1793 1715 1102 1822 158 1664 1610 1538 114 613 1424 1013 101 912 575 337 559 487 441 107
internal_count=3738 1945 123 1793 1715 1102 1822 158 1664 1610 1538 114 613 1424 1013 101 912 575 337 559 487 441 107
is_linear=0
shrinkage=0.0995203


Tree=3759
num_leaves=8
num_cat=0
split_feature=19 10 10 21 3 26 21
split_gain=0.00891894 0.00726794 0.0105898 0.00892241 0.00859341 0.020397 0.0168267
threshold=-0.10411999999999999 0.090005000000000016 0.087275000000000019 -0.13730999999999999 0.17152000000000003 -0.2382 0.15544000000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=0.0012019666195461913 0.001413660727539178 -0.0008536796114450196 0.0015408428166332523 -0.0017958581015434995 0.00097796234432741291 -3.0026278213504267e-07 0.0019161145349251083
leaf_weight=66 46 89 47 62 90 3292 46
leaf_count=66 46 89 47 62 90 3292 46
internal_value=0 3.41222e-05 5.64033e-05 3.64408e-05 1.80538e-05 -7.11482e-06 2.58641e-05
internal_weight=0 3672 3583 3536 3490 3400 3338
internal_count=3738 3672 3583 3536 3490 3400 3338
is_linear=0
shrinkage=0.0995203


Tree=3760
num_leaves=11
num_cat=0
split_feature=10 10 20 3 3 11 30 8 2 5
split_gain=0.0345457 0.0379769 0.0330544 0.0200413 0.0212949 0.012843 0.0125025 0.0134204 0.0264785 0.0125437
threshold=0.089450000000000016 0.098635000000000014 -0.41270499999999993 0.17152000000000003 0.14823500000000003 -0.39477499999999999 0.11146500000000002 -0.098504999999999995 -0.080695000000000003 0.064585000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -5 7 8 -4 -9
right_child=1 -3 3 5 -6 -7 -8 9 -10 -11
leaf_value=0.00252219828600907 0.0037520479431434623 -0.000213669945054348 0.0015836968170328326 0.00014240009289720517 -0.0018099635431985108 0.0024887781183977249 -0.0017312760106960147 -7.3071534658871503e-05 -0.00017659003670863883 -0.00056411356927208117
leaf_weight=47 49 46 132 48 77 46 48 2337 234 663
leaf_count=47 49 46 132 48 77 46 48 2337 234 663
internal_value=0 0.00182319 -9.90241e-05 -0.000133617 -0.000172436 0.00129934 -0.000135263 -0.00011226 0.000456031 -0.000181865
internal_weight=0 95 3632 3585 3491 94 3414 3366 366 3000
internal_count=3727 95 3632 3585 3491 94 3414 3366 366 3000
is_linear=0
shrinkage=0.0995203


Tree=3761
num_leaves=11
num_cat=0
split_feature=21 5 10 4 9 9 9 27 18 21
split_gain=0.0318298 0.0712681 0.0359085 0.0193608 0.0224672 0.0117749 0.037851 0.0300349 0.0187111 0.0174622
threshold=-0.091869999999999993 -0.041054999999999994 0.089450000000000016 0.14903500000000006 0.13642500000000005 0.083760000000000015 0.083110000000000031 0.081615000000000021 -0.16233499999999998 0.13118000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 9 -2 -7
right_child=2 -3 -4 -5 -6 7 -8 -9 -10 -11
leaf_value=-0.00067947859011772385 0.00163448839655728 0.0044458075185462975 0.0018559467725294692 0.0015680001323508752 -0.0018823822577014196 -0.00016832411321239765 0.0021908963855668019 -0.00267773917633539 -0.00015298257004504361 -0.0020148531436869916
leaf_weight=59 62 49 91 64 75 2248 82 50 895 52
leaf_count=59 62 49 91 64 75 2248 82 50 895 52
internal_value=0 0.0016383 -9.53067e-05 -0.000145869 -0.00017777 -0.000139805 0.000138665 -0.000263272 -3.63244e-05 -0.000210428
internal_weight=0 108 3619 3528 3464 3389 1039 2350 957 2300
internal_count=3727 108 3619 3528 3464 3389 1039 2350 957 2300
is_linear=0
shrinkage=0.0995203


Tree=3762
num_leaves=9
num_cat=0
split_feature=5 21 5 24 3 3 30 3
split_gain=0.026398 0.0268595 0.057813 0.0145072 0.0120589 0.0399462 0.0147421 0.017592
threshold=0.6362850000000001 -0.091869999999999993 -0.041054999999999994 -0.069349999999999995 0.17152000000000003 0.14823500000000003 0.098380000000000009 0.12212000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 -5
right_child=-2 3 -4 4 -6 -7 -8 -9
leaf_value=-0.00061185681340335924 0.0022537982600822491 0.0012790049928578246 0.0040033599737224973 -0.00015549428770085725 0.00099505690774234529 -0.0026024182228045626 -0.0014560459808193572 0.0008029752770099054
leaf_weight=59 49 72 49 3060 89 66 81 202
leaf_count=59 49 72 49 3060 89 66 81 202
internal_value=0 -7.11742e-05 0.00147451 -0.000118164 -0.000147156 -0.000177216 -0.000129091 -9.58899e-05
internal_weight=0 3678 108 3570 3498 3409 3343 3262
internal_count=3727 3678 108 3570 3498 3409 3343 3262
is_linear=0
shrinkage=0.0995203


Tree=3763
num_leaves=10
num_cat=0
split_feature=20 5 7 1 2 26 21 6 3
split_gain=0.024322 0.0220178 0.0128121 0.0116475 0.0223012 0.0139937 0.0140576 0.0215427 0.0187571
threshold=-0.41270499999999993 0.6362850000000001 0.093110000000000012 0.50996500000000011 -0.021165 -0.2382 0.13589500000000002 0.004915000000000001 0.13345500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 8 -8 -7
right_child=1 -3 -4 4 -6 6 7 -9 -10
leaf_value=0.0022127835005809446 -0.0014339836769312008 0.0020295000077781991 0.0012686331060966923 0.0023327131353445487 -0.00021464550350696365 -0.00011319184114863987 0.0018083161870919092 -0.0007919730710079008 -0.0012539286470634647
leaf_weight=47 83 49 67 55 88 3052 87 49 150
leaf_count=47 83 49 67 55 88 3052 87 49 150
internal_value=0 -6.52718e-05 -9.3766e-05 -0.000119608 0.000759384 -0.000156589 -0.000124581 0.000865428 -0.000166886
internal_weight=0 3680 3631 3564 143 3421 3338 136 3202
internal_count=3727 3680 3631 3564 143 3421 3338 136 3202
is_linear=0
shrinkage=0.0995203


Tree=3764
num_leaves=12
num_cat=0
split_feature=5 21 3 6 25 6 17 0 22 21 17
split_gain=0.0197697 0.0195707 0.020279 0.0668787 0.0208052 0.0117661 0.0129378 0.0225569 0.0112773 0.0117121 0.0110886
threshold=0.63223000000000018 0.16638500000000003 0.08400500000000001 0.087075000000000027 0.096120000000000025 -0.48214499999999999 -0.096019999999999994 -0.096724999999999992 0.11738500000000003 0.13765500000000006 0.28919000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 -1 -7 -8 9 10 -4
right_child=-2 -3 4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0016460890684048108 -0.0017588381612250851 -0.0018285639197378218 0.00010505835549587081 -0.0038054998330675658 0.0020831063120209125 -0.0010222806473098366 0.0020815444667981278 -0.0001456848580847517 -0.0014456121084645964 0.0016034734075263902 -0.00048641138173307735
leaf_weight=46 68 60 2701 58 50 81 61 170 50 48 355
leaf_count=46 68 60 2701 58 50 81 61 170 50 48 355
internal_value=0 -4.5777e-05 -1.60019e-05 -0.000669888 6.86417e-05 -0.000159597 5.69418e-05 0.000438914 3.64471e-05 6.05842e-05 3.60824e-05
internal_weight=0 3680 3620 416 3204 358 312 231 3154 3104 3056
internal_count=3748 3680 3620 416 3204 358 312 231 3154 3104 3056
is_linear=0
shrinkage=0.0995203


Tree=3765
num_leaves=17
num_cat=0
split_feature=6 3 6 25 18 3 6 18 9 8 3 8 3 19 19 8
split_gain=0.0157541 0.0157306 0.0618863 0.0165965 0.0145881 0.0115451 0.0479742 0.0281184 0.0108842 0.0198259 0.0425341 0.013473 0.0122579 0.00966452 0.0236341 0.0123689
threshold=0.21988000000000005 0.08400500000000001 0.087075000000000027 0.096120000000000025 0.23251500000000005 0.08544000000000003 0.088155000000000025 -0.048605000000000002 0.084290000000000018 -0.085165000000000005 1.0000000180025095e-35 -0.090704999999999994 1.0000000180025095e-35 0.12273500000000002 0.11368500000000002 -0.050299999999999997
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 -3 9 11 -11 -1 -10 14 -7 -15
right_child=-2 3 -4 -5 -6 13 -8 -9 12 10 -12 -13 -14 15 -16 -17
leaf_value=7.3769299284661295e-05 -0.0015174694393259712 0.0016128494143386766 -0.0037611839086534797 0.0018136788204697371 0.0012828275150778142 -9.7270757687994535e-05 0.003516917655289832 -0.00074883485932872968 5.6239244612999847e-05 -0.00051018862085000711 0.0030339608278349669 -0.0020448729855169494 -0.0021768120162516556 -0.00012373332327585924 0.0018995578087038247 -0.0022505828019107809
leaf_weight=79 73 73 54 51 86 2675 46 158 48 77 59 47 48 68 60 46
leaf_count=79 73 73 54 51 86 2675 46 158 48 77 59 47 48 68 60 46
internal_value=0 -4.04844e-05 -0.000620033 3.2441e-05 3.90368e-06 -3.10192e-05 0.000581951 0 -0.000143941 0.00018557 0.00102133 -0.000710021 -0.00105176 -9.09039e-05 -5.31653e-05 -0.000989117
internal_weight=0 3675 412 3263 3212 3126 277 231 358 262 136 126 96 2849 2735 114
internal_count=3748 3675 412 3263 3212 3126 277 231 358 262 136 126 96 2849 2735 114
is_linear=0
shrinkage=0.0995203


Tree=3766
num_leaves=18
num_cat=0
split_feature=6 17 1 20 17 17 6 6 26 26 6 8 2 26 27 7 8
split_gain=0.0129133 0.0103795 0.0237278 0.0225994 0.0105783 0.0389596 0.0860366 0.0144225 0.031899 0.0277865 0.022959 0.0169517 0.0156089 0.012957 0.0294508 0.0164875 0.0207583
threshold=0.18621500000000005 -0.55026999999999993 -0.50290499999999982 -0.0088249999999999978 0.048755000000000014 0.066010000000000027 0.093835000000000016 0.088845000000000021 0.096155000000000018 0.089725000000000013 0.084050000000000027 -0.073999999999999996 -0.086254999999999984 -0.2382 -0.032854999999999995 0.079440000000000024 0.10528000000000003
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 13 6 -6 10 9 -9 12 -10 -7 -3 -15 16 -16
right_child=-2 4 3 -5 5 7 -8 8 11 -11 -12 -13 -14 14 15 -17 -18
leaf_value=0.0010738620453142238 -0.0012903488525488952 -0.001232516458984739 -0.00013863827399680626 -0.002970841724184747 -0.0052769706570944932 0.0012491501612946871 0.00028366774493622624 -0.00013918216050026898 0.0019408215860793649 -0.0027118086415911691 0.0023888544632075406 -0.00062356174872764771 -0.00022354481972079049 0.0024837614111722773 8.3116996839360129e-05 -0.0013724625758630017 0.0017881476484229565
leaf_weight=46 83 70 55 58 47 88 66 81 55 87 46 47 374 52 2346 74 73
leaf_count=46 83 70 55 58 47 88 66 81 55 87 46 47 374 52 2346 74 73
internal_value=0 -3.45277e-05 -0.000820983 -0.00159958 9.05208e-07 -0.000295008 -0.00202192 -4.31317e-05 -0.000631785 -0.00147631 0.000268124 0.000751168 5.51967e-05 0.000102044 0.000139072 8.98376e-05 0.000134909
internal_weight=0 3665 159 113 3506 891 113 778 270 168 508 102 462 2615 2545 2493 2419
internal_count=3748 3665 159 113 3506 891 113 778 270 168 508 102 462 2615 2545 2493 2419
is_linear=0
shrinkage=0.0995203


Tree=3767
num_leaves=9
num_cat=0
split_feature=10 20 10 25 18 8 29 20
split_gain=0.0119345 0.0127921 0.0115885 0.0144018 0.0112787 0.0107097 0.00890103 0.0112559
threshold=0.090005000000000016 -0.23598 0.085705000000000017 0.096120000000000025 0.23251500000000005 -0.0032949999999999998 -0.096654999999999991 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 5 3 4 6 -1 -3 -8
right_child=-2 2 -4 -5 -6 -7 7 -9
leaf_value=-0.00013191485496195725 -0.0011823590890413301 -0.0012791794619705205 0.0012187798223388293 0.0016040880535640287 0.0011036308111385391 -0.0022113514324929896 0.00051204791483463259 -0.00011512686708668673
leaf_weight=52 91 60 76 53 82 48 313 2973
leaf_count=52 91 60 76 53 82 48 313 2973
internal_value=0 -2.81094e-05 2.86997e-06 -2.34416e-05 -4.88435e-05 -0.00113823 -7.73317e-05 -5.51377e-05
internal_weight=0 3657 3557 3481 3428 100 3346 3286
internal_count=3748 3657 3557 3481 3428 100 3346 3286
is_linear=0
shrinkage=0.0995203


Tree=3768
num_leaves=12
num_cat=0
split_feature=0 1 20 20 20 29 9 10 7 0 8
split_gain=0.0275692 0.0238491 0.031006 0.0445362 0.0637578 0.0209093 0.0109334 0.0101526 0.0106117 0.0122728 0.011834
threshold=-0.15137999999999999 -0.047239999999999997 -0.072005 -0.0058900000000000003 0.047510000000000011 -0.11373499999999999 0.14318500000000003 0.090005000000000016 -0.068034999999999998 -0.14401 0.10649000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -2 7 8 -7 -10 -11
right_child=5 2 3 4 -6 6 -8 -9 9 10 -12
leaf_value=-0.00071260507164668668 -0.0020815734274649707 0.0033541462792867293 -0.0011729156006043899 0.0044248101442699852 -2.8102711337694355e-05 -0.0013741852664682721 0.0014928801070746443 -0.0011844001285762208 0.0012178083216923485 6.6503374882187166e-05 -0.00089978246019640584
leaf_weight=67 47 61 73 56 73 52 50 69 88 2980 131
leaf_count=67 47 61 73 56 73 52 50 69 88 2980 131
internal_value=0 0.000955565 0.00138365 0.000784544 0.0018986 2.77059e-06 3.2083e-05 9.83647e-06 3.54351e-05 5.86045e-05 2.55512e-05
internal_weight=0 330 263 202 129 3417 3370 3320 3251 3199 3111
internal_count=3747 330 263 202 129 3417 3370 3320 3251 3199 3111
is_linear=0
shrinkage=0.0995203


Tree=3769
num_leaves=12
num_cat=0
split_feature=29 6 10 10 9 3 18 6 26 9 17
split_gain=0.0224047 0.015292 0.0140658 0.0139548 0.0102004 0.0243587 0.049442 0.0340643 0.0152595 0.0431866 0.0154335
threshold=-0.117605 -0.48214499999999999 0.090005000000000016 0.086275000000000018 0.083760000000000015 0.10850000000000003 -0.025879999999999997 0.004915000000000001 0.12158000000000002 0.11296000000000002 -0.54604999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -7 10 -10 -6
right_child=1 2 -4 -5 8 7 -8 -9 9 -11 -12
leaf_value=-0.0020572668270426651 0.0014590378760629698 -0.0004429861453094971 -0.0012202746444053914 0.0016508157342861765 -0.0013099430515853521 0.00012679664711095394 0.0013592506554438268 -0.0023519018497022369 0.002674416531152142 -0.00057362124002169638 -4.4425804932177528e-05
leaf_weight=48 81 234 81 57 100 351 421 65 74 89 2146
leaf_count=48 81 234 81 57 100 351 421 65 74 89 2146
internal_value=0 0.00010612 7.56049e-05 0.000105513 7.99668e-05 0.000335573 0.000714148 -0.000258532 -3.33317e-05 0.000895926 -0.000101136
internal_weight=0 3699 3618 3537 3480 1071 655 416 2409 163 2246
internal_count=3747 3699 3618 3537 3480 1071 655 416 2409 163 2246
is_linear=0
shrinkage=0.0995203


Tree=3770
num_leaves=11
num_cat=0
split_feature=29 6 30 5 6 20 6 3 20 18
split_gain=0.0181675 0.0124191 0.0077585 0.015913 0.0289456 0.0124934 0.0770192 0.0401195 0.0145699 0.0163788
threshold=-0.117605 -0.53620499999999993 0.11290000000000001 -0.54165499999999989 -0.045589999999999999 -0.085204999999999989 -0.089745000000000005 0.087625000000000022 -0.083495 -0.43123499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 -8 -7 -10
right_child=1 2 -4 5 -6 8 7 -9 9 -11
leaf_value=-0.0018525272227026698 0.0016701413150208204 -0.00036513724889363495 -0.0011316004907726196 0.0034586102216983827 0.0031513573826677109 -0.0013934158836161274 0.0018037880339591993 -0.00061960120252517827 0.0014823742137218638 -1.6764797092553973e-05
leaf_weight=48 49 46 52 75 46 74 89 282 74 2912
leaf_count=48 49 46 52 75 46 74 89 282 74 2912
internal_value=0 9.55152e-05 7.41521e-05 9.18057e-05 0.00138421 5.76585e-05 0.000549788 -3.60424e-05 -1.38027e-05 2.01132e-05
internal_weight=0 3699 3650 3598 92 3506 446 371 3060 2986
internal_count=3747 3699 3650 3598 92 3506 446 371 3060 2986
is_linear=0
shrinkage=0.0995203


Tree=3771
num_leaves=15
num_cat=0
split_feature=30 26 29 6 9 5 26 6 3 17 9 1 9 5
split_gain=0.0154479 0.0204053 0.0120035 0.0157394 0.0156544 0.0225784 0.055828 0.055476 0.0521527 0.0229997 0.0122551 0.0106157 0.0617108 0.0308639
threshold=0.12577500000000003 0.50635500000000022 0.0035350000000000004 -0.095324999999999993 0.083760000000000015 -0.0087549999999999989 0.083825000000000024 0.087575000000000028 0.10871500000000002 0.22924500000000006 0.083925000000000013 -0.083284999999999984 0.084290000000000018 -0.0063549999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 8 9 -7 -1 -6 13 -13 -12
right_child=-2 -3 3 -5 10 6 -8 -9 -10 -11 11 12 -14 -15
leaf_value=0.00032374220788139598 -0.0017483966324227617 0.0019224333173170488 0.00042502446689536458 -0.001792992992390963 -0.001614613132969807 0.0011592316239246564 -0.003219595107015583 0.00396893551433677 -0.0017213862668832478 0.0026473446893272089 -0.0012691743265107697 0.0035614401004496342 1.6044541799784593e-05 0.00016064530221332701
leaf_weight=533 46 59 53 77 48 212 52 50 88 46 234 50 1787 412
leaf_count=533 46 59 53 77 48 212 52 50 88 46 234 50 1787 412
internal_value=0 8.60368e-05 5.60626e-05 -0.000882427 9.10348e-05 0.000428598 -0.000207795 0.000786036 0.000311521 0.00050976 -3.9479e-05 -8.69969e-06 0.00011299 -0.00035601
internal_weight=0 3701 3642 130 3512 981 352 629 300 579 2531 2483 1837 646
internal_count=3747 3701 3642 130 3512 981 352 629 300 579 2531 2483 1837 646
is_linear=0
shrinkage=0.0995203


Tree=3772
num_leaves=19
num_cat=0
split_feature=1 0 3 9 3 3 8 8 9 6 0 3 4 3 21 17 3 6
split_gain=0.0231482 0.0172058 0.0283464 0.016058 0.0135438 0.0321289 0.0198252 0.0560778 0.0337727 0.0683861 0.0224517 0.0433368 0.0307256 0.0109577 0.0139716 0.0422799 0.0131708 0.0101981
threshold=0.62916000000000016 0.12084000000000002 0.11125500000000002 0.095285000000000022 0.11404500000000002 0.11252000000000002 -0.071594999999999992 -0.063559999999999992 0.11351500000000002 -0.14213999999999999 -0.066735000000000003 0.13640000000000005 0.092345000000000024 0.10960500000000002 -0.015724999999999999 -0.0065549999999999992 0.098000000000000018 -0.082809999999999995
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 13 10 -8 9 -9 12 -12 -6 14 15 -1 -16 -14
right_child=-2 2 -4 -5 6 -7 7 8 -10 -11 11 -13 17 -15 16 -17 -18 -19
leaf_value=0.00041722114956931159 -0.002115685533773815 0.0012621623831975087 0.0030145830624181231 -0.0011378270283469369 0.0026772842383719427 -0.0024361374130197852 0.0037377127888013804 0.0042541785543700038 -0.0013927539150787474 -0.00010735453832018245 -0.0035711330221312246 0.00026454762418120625 0.00041774897981098686 0.0011210915163600019 9.8164898537655241e-05 -0.0018027423780072971 -0.00055567779848697443 -0.0013777100408203548
leaf_weight=171 50 60 50 51 49 57 59 49 78 129 47 76 86 77 2066 168 358 49
leaf_count=171 50 60 50 51 49 57 59 49 78 129 47 76 86 77 2066 168 358 49
internal_value=0 4.00644e-05 0.00104615 0.00015209 -5.73292e-06 -9.64298e-05 0.000415377 0.000970406 0.00032943 0.00108869 -0.000151449 -0.00119446 0.000541335 -4.91826e-05 -8.20924e-05 -0.000680523 1.2613e-06 -0.000227873
internal_weight=0 3680 161 111 3519 2897 622 315 256 178 307 123 184 2840 2763 339 2424 135
internal_count=3730 3680 161 111 3519 2897 622 315 256 178 307 123 184 2840 2763 339 2424 135
is_linear=0
shrinkage=0.0995203


Tree=3773
num_leaves=19
num_cat=0
split_feature=4 3 17 0 3 20 5 20 9 20 3 0 3 6 1 9 0 4
split_gain=0.0215528 0.0142759 0.0313446 0.0174453 0.0172651 0.0306996 0.024565 0.0172279 0.0243541 0.0291145 0.022262 0.061214 0.0321789 0.015948 0.0172561 0.0145881 0.0208959 0.006262
threshold=0.15730000000000002 0.11125500000000002 -0.53896499999999992 -0.1525 0.10850000000000003 -0.23803499999999997 0.00093000000000000016 -0.01137 -0.093949999999999992 -0.0078249999999999986 0.086965000000000028 -0.229625 0.08622500000000001 -0.14213999999999999 0.5074550000000001 0.13087500000000005 -0.052884999999999995 0.11419500000000003
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 5 -1 -6 10 -9 -10 12 -12 -7 14 -5 16 -15 -4
right_child=-2 2 3 13 6 7 -8 8 9 -11 11 -13 -14 15 -16 -17 -18 -19
leaf_value=0.0022694602562661273 -0.0020850655568756681 0.0027124732927460522 -0.0017745629942458635 0.0028562222960299439 0.00015179399715083619 -0.00020872971188199357 -0.0029706052158751774 -0.0020774451261734855 0.0021607224796415846 8.9551695624950231e-05 -0.0041260577093418021 -0.00043894316027859467 0.0026151697257998244 0.00050631793223668222 0.00030884547488366416 0.0017850645183269283 -0.0009593117263279313 -0.00021917677941837342
leaf_weight=57 48 55 48 52 51 171 48 49 70 1735 48 646 52 291 55 52 144 58
leaf_count=57 48 55 48 52 51 171 48 49 70 1735 48 646 52 291 55 52 144 58
internal_value=0 3.73906e-05 0.00042337 0.000242343 -6.18906e-05 -1.63742e-05 -0.00135383 -6.36897e-05 0.000110479 0.000170328 -0.000416718 -0.00069514 0.000446087 0.000453146 0.00155447 0.000209489 1.9262e-05 -0.000931226
internal_weight=0 3682 755 700 2927 2828 99 2771 1854 1805 917 694 223 594 107 487 435 106
internal_count=3730 3682 755 700 2927 2828 99 2771 1854 1805 917 694 223 594 107 487 435 106
is_linear=0
shrinkage=0.0995203


Tree=3774
num_leaves=14
num_cat=0
split_feature=30 4 2 24 5 2 2 26 17 17 26 4 5
split_gain=0.0220315 0.0131457 0.0409061 0.0128588 0.0121262 0.0117056 0.026966 0.107892 0.0184289 0.0231776 0.0203262 0.014344 0.00453232
threshold=0.12577500000000003 0.13752500000000004 0.15165000000000003 0.083550000000000027 0.62720500000000012 -0.083974999999999994 -0.082704999999999987 0.088685000000000028 -0.067864999999999995 -0.078119999999999995 0.088165000000000021 0.13279000000000005 -0.41397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 8 7 -7 9 -1 -10 -8 -4
right_child=-2 2 12 -5 -6 6 11 -9 10 -11 -12 -13 -14
leaf_value=-7.3111381857223818e-05 -0.0021553435367618716 0.0033040754665784404 0.00044378063964304535 -0.0014585667097630403 0.0011698028967335778 -0.00090249925248983272 -1.7776894716060077e-05 0.0040933449105726447 -0.00034143514368467241 0.002082832869687145 -0.0017598048091223815 0.0016401679794901781 -0.00093225396109138721
leaf_weight=479 46 49 47 59 89 96 2058 77 445 55 130 53 47
leaf_count=479 46 49 47 59 89 96 2058 77 445 55 130 53 47
internal_value=0 3.61225e-05 0.000971619 -1.42545e-06 2.30297e-05 -6.80947e-06 0.000121748 0.00131635 -0.000272314 0.00014741 -0.000663534 2.34607e-05 -0.000235528
internal_weight=0 3684 143 3541 3482 3393 2284 173 1109 534 575 2111 94
internal_count=3730 3684 143 3541 3482 3393 2284 173 1109 534 575 2111 94
is_linear=0
shrinkage=0.0995203


Tree=3775
num_leaves=16
num_cat=0
split_feature=3 0 9 3 2 0 2 20 21 3 9 3 21 21 3
split_gain=0.0191801 0.0131472 0.0118252 0.011142 0.0195453 0.0242914 0.0208607 0.0328859 0.0366765 0.0167332 0.0130454 0.0093647 0.0123305 0.0109919 0.00377223
threshold=0.31589000000000006 0.12084000000000002 0.092855000000000021 0.11492500000000001 -0.080329999999999999 -0.068899999999999989 -0.073369999999999991 -0.058504999999999995 0.099685000000000024 0.11252000000000002 0.11351500000000002 0.10960500000000002 -0.091104999999999992 -0.085914999999999991 0.10792500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 5 -5 -6 8 -8 11 -9 12 -1 -14 -4
right_child=-2 2 14 4 6 -7 7 10 -10 -11 -12 -13 13 -15 -16
leaf_value=-0.0012584630834936465 -0.0018365064608615795 0.0020764026678633187 -0.00035678319772786972 -4.4537535336570074e-05 -0.0015911057471712784 0.0030124841235236919 -0.00012319365010785192 0.00021204438599167029 0.0035449684390084558 -0.0014500301787665399 -0.0013176621548447397 0.0010414315371733457 0.0014130112054343349 -6.1677787634532871e-05 0.00088379384471386473
leaf_weight=84 55 57 48 46 61 57 49 235 59 86 72 77 51 2645 48
leaf_count=84 55 57 48 46 61 57 49 235 59 86 72 77 51 2645 48
internal_value=0 3.57545e-05 0.000938899 -3.24676e-06 0.000395585 0.00163927 0.000124749 0.000378932 0.00187313 -8.19903e-05 -0.000144048 -4.05237e-05 -7.0786e-05 -3.34776e-05 0.000254978
internal_weight=0 3675 153 3522 579 103 476 415 108 2943 307 2857 2780 2696 96
internal_count=3730 3675 153 3522 579 103 476 415 108 2943 307 2857 2780 2696 96
is_linear=0
shrinkage=0.0995203


Tree=3776
num_leaves=8
num_cat=0
split_feature=21 5 9 2 2 24 8
split_gain=0.0275495 0.0185826 0.0155845 0.0136215 0.0194194 0.0111843 0.0121571
threshold=0.20153000000000004 0.6362850000000001 0.15091000000000004 -0.24206999999999998 -0.23128999999999997 0.10415500000000003 0.058495000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.0017023755412113632 0.0023344075426912562 -0.0019836149565029982 0.0015596507032557591 0.0020345432224188418 4.5964366529285841e-05 -0.0015485281198841629 -0.00072031092236047982
leaf_weight=47 50 47 63 46 3220 47 219
leaf_count=47 50 47 63 46 3220 47 219
internal_value=0 -1.73267e-05 7.82346e-06 -1.92642e-05 2.9011e-06 -2.36729e-05 -2.59501e-06
internal_weight=0 3689 3642 3579 3532 3486 3439
internal_count=3739 3689 3642 3579 3532 3486 3439
is_linear=0
shrinkage=0.0995203


Tree=3777
num_leaves=13
num_cat=0
split_feature=29 10 21 21 19 3 3 8 3 20 20 2
split_gain=0.0306509 0.018148 0.0158438 0.0146282 0.0148625 0.0148188 0.0220367 0.0277111 0.0150651 0.0407568 0.0147701 0.0139806
threshold=-0.14715999999999999 0.090005000000000016 0.15544000000000005 0.12208500000000003 0.058165000000000015 0.087570000000000023 0.08785500000000003 -0.080724999999999991 0.086335000000000023 -0.0088249999999999978 -0.078534999999999994 -0.065999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 11 8 -7 -8 10 -10 -2 -5
right_child=1 -3 -4 4 -6 6 7 -9 9 -11 -12 -13
leaf_value=0.0025112868857947493 0.00090035081259966926 -0.0014748161357418792 0.0016310468304993439 -0.00047360297115517136 0.00025739838842888112 0.001863154194244665 -0.00031160510991560831 0.00040188874200537537 -0.0025983310564082411 8.7851732669121631e-05 -0.00025789448277197772 -0.0028152750439602216
leaf_weight=48 129 83 59 51 64 74 897 1349 93 139 701 52
leaf_count=48 129 83 59 51 64 74 897 1349 93 139 701 52
internal_value=0 -1.97764e-05 1.34691e-05 -1.31915e-05 -0.000922603 3.14723e-05 0.000172634 0.000116571 -0.000276133 -0.000985409 -7.68917e-05 -0.00166375
internal_weight=0 3691 3608 3549 167 3382 2320 2246 1062 232 830 103
internal_count=3739 3691 3608 3549 167 3382 2320 2246 1062 232 830 103
is_linear=0
shrinkage=0.0995203


Tree=3778
num_leaves=9
num_cat=0
split_feature=21 5 4 2 2 3 5 21
split_gain=0.0187882 0.0148604 0.0131797 0.0116858 0.0157182 0.00986294 0.0216462 0.0139426
threshold=0.20153000000000004 0.6362850000000001 0.15221500000000004 -0.24206999999999998 -0.23128999999999997 0.087570000000000023 -0.094469999999999985 0.11987500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -7
right_child=-2 -3 -4 4 5 7 -8 -9
leaf_value=-0.0015746592667731912 0.0019276000301342766 -0.0017728780615795144 0.0015095329298775188 0.00183263056807606 -0.0011308318891646563 0.00016385842397738124 -3.7404641864693594e-05 -0.00070927796219348376
leaf_weight=47 50 47 57 46 228 2219 848 197
leaf_count=47 50 47 57 46 228 2219 848 197
internal_value=0 -1.4498e-05 7.96909e-06 -1.56768e-05 4.80188e-06 -1.90416e-05 -0.000269858 9.23243e-05
internal_weight=0 3689 3642 3585 3538 3492 1076 2416
internal_count=3739 3689 3642 3585 3538 3492 1076 2416
is_linear=0
shrinkage=0.0995203


Tree=3779
num_leaves=17
num_cat=0
split_feature=29 6 6 17 17 26 26 17 6 3 8 3 5 24 7 3
split_gain=0.0230997 0.0131022 0.0265561 0.0298899 0.061619 0.0248568 0.0575486 0.0264836 0.0232965 0.0211337 0.0311476 0.0220099 0.0108707 0.00722682 0.0124227 0.0072828
threshold=-0.14715999999999999 0.087575000000000028 0.087975000000000012 -0.17385999999999999 -0.39722999999999997 0.091570000000000026 0.090020000000000031 0.2590050000000001 0.087075000000000027 0.095240000000000019 -0.084514999999999993 0.097255000000000022 0.6362850000000001 0.10415500000000003 -0.22253999999999999 0.084290000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 4 -4 6 7 -5 12 10 -7 -11 13 14 -2 -16
right_child=1 2 3 5 -6 9 -8 -9 -10 11 -12 -13 -14 -15 15 -17
leaf_value=0.0021793721860855443 0.0015241990794917233 0.0025878851434278879 -8.3669847796344712e-05 -0.00036204714825735415 0.0044573485374601908 -0.0009488201615431756 -0.0029062974540399879 0.0020620633504322976 -0.0022249384245529671 -0.0018897166741495212 0.0016851280120986579 0.0003879322082705144 -0.0015964409821241387 -0.0012777057802532087 0.0003315853993758789 -0.00014945124795355934
leaf_weight=48 49 47 79 315 47 57 84 52 52 59 197 145 47 48 367 2046
leaf_count=48 49 47 79 315 47 57 84 52 52 59 197 145 47 48 367 2046
internal_value=0 -1.78986e-05 0.000273009 0.000167098 0.00160371 -3.11356e-05 -0.000556423 -1.63456e-05 -0.000138857 0.000484336 0.00109082 -0.000266787 -9.61135e-05 -6.76936e-05 -4.37702e-05 -7.59498e-05
internal_weight=0 3691 1082 1035 126 909 451 367 2609 458 254 204 2557 2510 2462 2413
internal_count=3739 3691 1082 1035 126 909 451 367 2609 458 254 204 2557 2510 2462 2413
is_linear=0
shrinkage=0.0995203


Tree=3780
num_leaves=25
num_cat=0
split_feature=29 17 9 3 3 9 9 3 3 18 18 17 17 6 18 17 18 17 9 1 8 9 8 3
split_gain=0.0348111 0.0148004 0.0522227 0.0567723 0.0517066 0.0401985 0.0216626 0.0260251 0.036417 0.0145307 0.0431785 0.0184083 0.0292364 0.0217607 0.0258389 0.0200726 0.0180752 0.0591974 0.0241604 0.0221988 0.0256186 0.0302726 0.0255271 0.0119805
threshold=0.12330000000000002 0.048755000000000014 0.083925000000000013 0.099655000000000021 0.083815000000000014 0.085610000000000019 0.087435000000000027 0.09049500000000002 0.093535000000000021 -0.022504999999999997 -0.015440000000000001 -0.0064000000000000003 -0.0090649999999999984 -0.46637499999999998 0.095920000000000019 -0.013125 -0.078409999999999994 -0.062765000000000001 0.091405000000000028 -0.50290499999999982 -0.0077949999999999998 0.093425000000000022 -0.049499999999999995 0.13085500000000003
decision_type=2 2 2 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 -4 -7 -8 -9 16 -11 12 15 -13 -15 -12 19 18 -18 -1 22 -22 -21 -5
right_child=-2 2 5 23 -6 6 7 8 -10 10 11 13 -14 14 -16 -17 17 -19 -20 20 21 -23 -24 -25
leaf_value=0.0017087770801058563 0.0023927600928114134 -0.00057737248466363446 0.0026706020106472771 0.0010678311151163511 -0.0046424461435053618 -0.0019003445275575092 0.0015839909928733813 -0.0021611905267808059 0.00012446869373058893 0.0025148692729758996 -0.00017075859245478661 -0.00097930283545966763 -0.0022397732749410474 0.00089097261125193239 -0.0011168583419073565 0.0019280192579837201 0.0015920162606001397 -0.0030800979448628069 -0.001347458177175019 -4.3438363394223926e-05 -0.0019051800316506435 0.00035194478466558091 0.0023016828537043535 -0.001104396220545616
leaf_weight=65 57 51 52 54 81 67 86 85 365 77 751 90 65 576 71 48 67 86 47 564 155 94 50 47
leaf_count=65 57 51 52 54 81 67 86 85 365 77 751 90 65 576 71 48 67 86 47 564 155 94 50 47
internal_value=0 -8.52824e-05 -0.000439445 -0.00171908 -0.00307805 1.45059e-05 -0.000213186 -7.64301e-07 -0.000305448 2.65058e-05 0.000212452 0.000101206 -0.000209815 0.000466932 0.000669373 -4.36496e-05 -0.000249379 -0.00110777 0.000372947 -6.34993e-05 -0.000197933 -0.00104981 0.000146199 4.88874e-05
internal_weight=0 3694 888 233 132 655 603 536 450 2806 1678 1601 864 737 647 799 1128 200 114 928 863 249 614 101
internal_count=3751 3694 888 233 132 655 603 536 450 2806 1678 1601 864 737 647 799 1128 200 114 928 863 249 614 101
is_linear=0
shrinkage=0.0995203


Tree=3781
num_leaves=22
num_cat=0
split_feature=4 17 3 1 18 18 6 3 17 20 6 26 6 26 3 3 17 8 9 2 18
split_gain=0.0306623 0.0106058 0.0388007 0.0133609 0.04795 0.0382045 0.0438647 0.0309862 0.0490796 0.0505069 0.0337224 0.0114153 0.0195804 0.0182638 0.0131023 0.0607906 0.0446634 0.0185136 0.0184447 0.011726 0.0137952
threshold=0.15221500000000004 0.048755000000000014 0.084145000000000011 -0.050379999999999994 -0.07989499999999998 -0.064960000000000004 0.098855000000000012 0.087625000000000022 0.23832000000000006 -0.074329999999999993 -0.0076549999999999995 -0.091484999999999997 -0.095324999999999993 -0.086635000000000004 0.094285000000000022 0.093175000000000022 0.00079000000000000023 -0.42187000000000002 0.094010000000000024 -0.063234999999999986 -0.029094999999999999
decision_type=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 -4 -6 -7 -5 9 -9 -10 12 -1 -13 15 18 17 -16 -15 20 -14
right_child=-2 2 3 7 5 6 -8 8 10 -11 -12 13 19 14 16 -17 -18 -19 -20 -21 -22
leaf_value=0.0019381707563496595 0.0021516566362205065 -0.0024025991003691033 -0.0035015743238097801 0.0026265153901760905 0.0020172468870454426 7.4152557369169079e-05 -0.0028475994383080068 -0.0043294634729674764 6.2866827206301874e-05 -0.00013958093939526027 0.0027638908871963257 -0.0019933285203467418 0.00041261944240649357 0.00012659207052124983 0.0014744987698489676 0.0035118192267825461 -0.0027805550787667922 -0.00024495979106037513 -0.0015509280642287183 0.0013697657088921819 -0.0016460853234791166
leaf_weight=80 62 85 49 47 64 192 69 46 196 76 60 47 79 1418 67 52 67 823 68 50 54
leaf_count=80 62 85 49 47 64 192 69 46 196 76 60 47 79 1418 67 52 67 823 68 50 54
internal_value=0 -7.97915e-05 -0.000380413 -0.000164262 -0.000598668 -0.00015848 -0.000695129 0.00021609 -8.14539e-05 -0.00172608 0.000699117 1.46578e-05 0.000639046 -4.96204e-05 -1.26773e-05 0.000166879 -0.000302098 -0.000114598 4.92771e-05 6.66482e-05 -0.000417091
internal_weight=0 3689 884 799 374 325 261 425 378 122 256 2805 263 2542 2495 1538 957 890 1486 183 133
internal_count=3751 3689 884 799 374 325 261 425 378 122 256 2805 263 2542 2495 1538 957 890 1486 183 133
is_linear=0
shrinkage=0.0995203


Tree=3782
num_leaves=21
num_cat=0
split_feature=29 7 17 26 26 26 5 26 26 5 26 18 18 5 18 17 8 17 17 21
split_gain=0.0267494 0.0118128 0.0099142 0.0317193 0.0739833 0.0453202 0.0355923 0.0323456 0.0358812 0.071707 0.0328592 0.0144232 0.0340668 0.0183472 0.0213699 0.0601389 0.024919 0.0177248 0.0354774 0.0269768
threshold=0.12330000000000002 -0.10984999999999999 0.048755000000000014 0.087170000000000011 0.085945000000000021 0.083705000000000016 -0.46244499999999994 0.088165000000000021 0.090385000000000021 -0.085034999999999986 0.091765000000000027 -0.022504999999999997 -0.017129999999999996 -0.020074999999999999 -0.078409999999999994 -0.062765000000000001 -0.086304999999999993 -0.0064000000000000003 -0.0090649999999999984 0.10900500000000002
decision_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 11 4 5 6 -4 -5 9 -9 -10 13 -13 -3 16 -16 -15 18 -14 -19
right_child=-2 2 3 7 -6 -7 -8 8 10 -11 -12 12 17 14 15 -17 -18 19 -20 -21
leaf_value=-0.0014018158585877342 0.0021006177435653837 0.001237432116289891 -0.0030460621569336319 0.0024516906971862522 -0.0047139847440051293 0.002262997482862841 -0.00031638378239041878 0.00096093533748666036 0.0028109920489438004 -0.0044985127770656814 -3.1316062760449388e-05 0.0026895201692653504 3.237124320379626e-05 0.0013778244049788839 3.2294297993156815e-05 -0.0038362537849206966 -0.00032935967534095188 0.00072955095731725122 -0.0023019544619001285 -0.0011949592633537373
leaf_weight=65 57 78 65 54 48 49 177 46 46 49 320 54 811 95 110 62 773 641 70 81
leaf_count=65 57 78 65 54 48 49 177 46 46 49 320 54 811 95 110 62 773 641 70 81
internal_value=0 -7.16034e-05 -4.7552e-05 -0.000344177 -0.00109203 -0.000491777 -0.00105295 0.000146508 -0.000121738 -0.00184637 0.000323678 4.34386e-05 0.000230055 -0.000232415 -0.000343441 -0.00135742 -0.00014157 0.000146692 -0.000152174 0.000512509
internal_weight=0 3694 3629 854 339 291 242 515 461 95 366 2775 1657 1118 1040 172 868 1603 881 722
internal_count=3751 3694 3629 854 339 291 242 515 461 95 366 2775 1657 1118 1040 172 868 1603 881 722
is_linear=0
shrinkage=0.0995203


Tree=3783
num_leaves=16
num_cat=0
split_feature=4 9 5 2 26 5 5 20 20 8 3 2 26 26 6
split_gain=0.0262265 0.010553 0.0148779 0.028236 0.0146277 0.00849956 0.021704 0.0178409 0.039328 0.0153603 0.0182648 0.0135087 0.0113609 0.0328849 0.0104966
threshold=0.15615500000000004 0.11408000000000003 -0.095609999999999987 -0.063234999999999986 0.31428500000000009 -0.46244499999999994 -0.42170999999999997 -0.0073549999999999996 -0.06470999999999999 -0.090440000000000006 0.11523000000000001 -0.07725499999999999 0.11861500000000001 0.11624000000000002 0.024640000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 -7 8 11 -9 -11 -1 13 -8 -14
right_child=-2 2 3 -5 -6 6 12 9 -10 10 -12 -13 14 -15 -16
leaf_value=0.00018338503878261643 0.0022064481983334076 0.0017748992004773822 -0.0015721900969594702 0.0011874187546933933 -0.0017343351727280194 0.0017689022778718917 -6.5291057688004231e-05 -0.00018393499725392358 0.0022570839223993969 -0.00081828861981079386 -0.0035083505743257791 -0.002116473891119304 -6.9709774805472242e-05 -0.0027483131810776803 0.0017954058938072443
leaf_weight=49 51 72 63 88 54 65 2851 81 59 57 46 51 57 46 61
leaf_count=49 51 72 63 88 54 65 2851 81 59 57 46 51 57 46 61
internal_value=0 -6.56237e-05 0.000597478 3.06373e-05 -0.000108388 -8.24982e-05 -2.98838e-05 -0.000552567 0.00021518 -0.00122045 -0.00202762 -0.000981357 -6.89352e-05 -0.000108176 0.000887523
internal_weight=0 3700 223 151 3477 3423 3080 343 159 184 103 100 3015 2897 118
internal_count=3751 3700 223 151 3477 3423 3080 343 159 184 103 100 3015 2897 118
is_linear=0
shrinkage=0.0995203


Tree=3784
num_leaves=13
num_cat=0
split_feature=20 21 4 4 4 27 3 3 6 21 22 1
split_gain=0.0195438 0.0184661 0.0226161 0.0257336 0.0236737 0.0172522 0.0167912 0.0282608 0.0287232 0.0222199 0.0155382 0.0136184
threshold=-0.41270499999999993 0.16638500000000003 0.11474000000000002 0.11805500000000003 0.12631500000000004 0.099145000000000025 0.14166500000000004 0.12061000000000002 -0.065394999999999995 0.12603000000000006 0.10170500000000003 0.51334500000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 11 7 9 -9 10 -2 -6
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 -12 -13
leaf_value=0.0020450593422979878 -5.1267087852235783e-05 -0.0017807874965785351 0.0028819499577997132 -0.0010919027822303929 0.00071160969080516587 -0.0007345090779087007 0.0015042987174160743 -0.00010626341832107949 -0.0032015856148082528 0.0021184760145961917 -0.001619548782005505 0.0024193081478035188
leaf_weight=46 2921 58 48 79 147 53 65 62 58 46 64 69
leaf_count=46 2921 58 48 79 147 53 65 62 58 46 64 69
internal_value=0 -1.90393e-05 9.02348e-06 0.000718897 0.000418193 0.000864721 -7.81318e-05 -0.000111035 -0.00160916 -5.14524e-05 -8.51662e-05 0.00126091
internal_weight=0 3670 3612 396 348 269 3216 3151 120 3031 2985 216
internal_count=3716 3670 3612 396 348 269 3216 3151 120 3031 2985 216
is_linear=0
shrinkage=0.0995203


Tree=3785
num_leaves=13
num_cat=0
split_feature=2 5 5 2 20 21 6 2 5 2 2 3
split_gain=0.0198756 0.0426287 0.0349897 0.0190171 0.0169436 0.0188546 0.0129961 0.0345479 0.0433165 0.0152822 0.0189529 0.014608
threshold=0.14153500000000005 -0.45822499999999994 -0.084089999999999984 0.31534000000000012 -0.41270499999999993 0.16638500000000003 0.11642500000000001 -0.073884999999999992 0.057175000000000011 0.11995000000000003 0.10674000000000002 0.11462500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 9 -8 -9 10 11 -6
right_child=1 2 3 -5 5 -7 7 8 -10 -11 -12 -13
leaf_value=0.0018415347195942489 0.0032853775507035343 -0.0015085562437704664 0.0027126666442813759 8.9742584911640101e-05 -2.1815892378257088e-05 -0.0019804029779972704 -0.0012867456889117249 0.00011547296310629667 0.0040579312136869222 -0.0017894042118062573 0.0016977494458621594 -0.00068473301932698866
leaf_weight=46 56 75 50 62 2723 51 53 66 48 52 59 375
leaf_count=46 56 75 50 62 2723 51 53 66 48 52 59 375
internal_value=0 0.000875949 0.000150031 0.001268 -5.5038e-05 -8.07342e-05 -5.17941e-05 0.00080362 0.00178264 -9.65659e-05 -6.84233e-05 -0.000102324
internal_weight=0 243 187 112 3473 3427 3376 167 114 3209 3157 3098
internal_count=3716 243 187 112 3473 3427 3376 167 114 3209 3157 3098
is_linear=0
shrinkage=0.0995203


Tree=3786
num_leaves=10
num_cat=0
split_feature=2 20 21 10 18 20 18 18 18
split_gain=0.0163179 0.0132476 0.0115903 0.011049 0.0116818 0.0230999 0.031238 0.0217163 0.0280288
threshold=0.50951500000000005 -0.41270499999999993 0.16638500000000003 0.09056500000000002 0.089505000000000015 -0.090514999999999998 0.090725000000000014 0.086800000000000016 0.084900000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -7 8 -3
right_child=-2 2 -4 -5 5 6 -8 -9 -10
leaf_value=0.0016582647873623966 0.0017558134124901108 -0.00013403418004957198 -0.0014368191712402752 0.0011304946093216106 -0.0015347930158307404 0.0029470866607576689 0.00028585006819777656 -0.0016705342369043748 0.0022679534026706031
leaf_weight=46 52 2590 58 81 62 47 642 89 49
leaf_count=46 52 2590 58 81 62 47 642 89 49
internal_value=0 -1.95613e-05 -4.11198e-05 -1.81509e-05 -4.51296e-05 0.000302093 0.000468574 -0.000141018 -8.91247e-05
internal_weight=0 3664 3618 3560 3479 751 689 2728 2639
internal_count=3716 3664 3618 3560 3479 751 689 2728 2639
is_linear=0
shrinkage=0.0995203


Tree=3787
num_leaves=9
num_cat=0
split_feature=24 6 6 27 6 30 6 26
split_gain=0.017012 0.0162821 0.0141472 0.0279688 0.0198447 0.0144912 0.0208286 0.0131816
threshold=-0.067319999999999991 -0.53620499999999993 -0.25061999999999995 0.092175000000000021 -0.23044000000000001 0.094490000000000018 0.23153500000000005 -0.396395
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 -6
right_child=1 2 4 -5 5 -7 -8 -9
leaf_value=0.0014312342692657579 0.0016718746641412382 -0.002338066708872784 0.0018111881229330184 0.00052260198296784485 0.0014967405098839984 -0.0014133157057617518 0.0020436338149545773 -7.0736167182833165e-05
leaf_weight=81 55 75 58 61 54 75 48 3209
leaf_count=81 55 75 58 61 54 75 48 3209
internal_value=0 -2.69851e-05 -5.33136e-05 -0.00104895 -1.37591e-05 -4.5261e-05 -1.40249e-05 -4.45448e-05
internal_weight=0 3635 3580 136 3444 3386 3311 3263
internal_count=3716 3635 3580 136 3444 3386 3311 3263
is_linear=0
shrinkage=0.0995203


Tree=3788
num_leaves=26
num_cat=0
split_feature=3 18 17 26 2 9 29 3 21 3 8 17 17 9 29 30 9 26 2 8 9 9 26 9 8
split_gain=0.0211611 0.0331047 0.0522886 0.0274729 0.0277001 0.0554194 0.0157696 0.0244076 0.0177609 0.0470298 0.0417573 0.0264805 0.0299741 0.0269853 0.0142403 0.0571178 0.0248782 0.0434362 0.05655 0.0270409 0.0205221 0.0192985 0.0152279 0.0118139 0.00744867
threshold=0.083875000000000019 -0.018629999999999997 -0.088160000000000002 0.087625000000000022 -0.087359999999999993 0.083715000000000026 0.0035350000000000004 0.13902500000000004 -0.042694999999999997 0.10726500000000001 -0.082584999999999992 -0.0065549999999999992 -0.01857 0.086115000000000011 -0.027829999999999997 0.082765000000000019 0.083955000000000016 0.083705000000000016 -0.086554999999999993 -0.092299999999999993 0.084380000000000024 0.084595000000000017 -0.081709999999999991 -0.081559999999999994 -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=1 2 -1 4 -3 23 8 24 9 11 -11 12 -2 -13 15 -10 17 19 -19 -16 -18 -22 -17 -6 -8
right_child=6 3 -4 -5 5 -7 7 -9 14 10 -12 13 -14 -15 16 22 20 18 -20 -21 21 -23 -24 -25 -26
leaf_value=-5.7113146813105279e-05 -0.0001832383218990096 0.00094501474899018681 -0.0046750810727849553 0.0019828537689833715 -0.0013153399893789152 -0.0042201535699428359 -0.00096530296451811123 0.00088046209976373551 -0.0026309504060220584 0.00053428233258232156 0.0047526539980669788 -0.0029559075253751711 0.0029058453594876976 0.00042183915877934782 0.001797043086429737 0.0020128447715652129 -0.0015717600785433332 0.00021046098860789868 0.0051645738321492787 -0.00014270553764150255 0.0018138170446850904 -2.6905845835534135e-05 -0.00022924349637076677 0.00067479376353578552 -0.0027836679941228718
leaf_weight=51 84 78 47 49 52 47 46 47 91 46 48 46 49 47 92 49 83 46 46 312 58 2045 76 68 47
leaf_count=51 84 78 47 49 52 47 46 47 91 46 48 46 49 47 92 49 83 46 46 312 58 2045 76 68 47
internal_value=0 -0.000695484 -0.00228021 -0.000164458 -0.000597262 -0.00132251 7.7209e-05 -0.000956105 0.000122418 0.000826164 0.00269705 4.43826e-05 0.000948691 -0.00124007 4.44273e-05 -0.000732452 0.0001073 0.000743698 0.00269642 0.000296993 -3.67233e-05 2.34714e-05 0.000643107 -0.000180776 -0.00189307
internal_weight=0 392 98 294 245 167 3358 140 3218 320 94 226 133 93 2898 216 2682 496 92 404 2186 2103 125 120 93
internal_count=3750 392 98 294 245 167 3358 140 3218 320 94 226 133 93 2898 216 2682 496 92 404 2186 2103 125 120 93
is_linear=0
shrinkage=0.0995203


Tree=3789
num_leaves=22
num_cat=0
split_feature=3 18 26 6 6 22 20 22 6 9 0 1 1 1 20 21 9 4 4 20 22
split_gain=0.0171588 0.0268975 0.0211235 0.0384326 0.0147671 0.0228694 0.0304566 0.0185427 0.0352888 0.0178783 0.0179806 0.0233526 0.0144794 0.0155699 0.0329365 0.018938 0.0126992 0.0123599 0.0171973 0.0158126 0.00764784
threshold=0.083875000000000019 -0.097059999999999994 0.087625000000000022 0.085570000000000021 -0.10198499999999999 0.086035000000000014 -0.073489999999999986 0.091375000000000026 -0.095814999999999997 -0.093949999999999992 -0.066264999999999991 0.26846000000000009 -0.50954999999999984 0.15756500000000004 -0.062769999999999992 -0.0086749999999999987 0.088610000000000008 0.12205500000000002 0.079355000000000023 -0.030064999999999998 0.10460500000000002
decision_type=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 17 5 6 -2 8 -6 -8 11 -11 -10 15 -15 -14 20 18 -3 -20 -7
right_child=4 2 -4 -5 7 16 9 -9 12 10 -12 -13 13 14 -16 -17 -18 -19 19 -21 -22
leaf_value=-0.0027843360581952512 -0.0029584462321310019 -0.00092354363606686972 0.0013828102752796653 -0.0033035448592579866 0.0022108760456811438 -0.0010226217073675519 0.0010854690878546256 -0.0013831254771670182 0.0014410505341563723 -0.00023513645167203587 0.00084313247456863929 -0.0024614276436836849 0.00073400779516541307 -0.00042871457384839585 0.0027424877951844119 -6.8820594336826087e-05 0.001713174574319065 -0.0012547771719019893 -0.00015948054529171254 0.0023440326119784157 0.00064528808161466852
leaf_weight=50 58 66 60 46 84 49 59 75 82 100 49 89 337 64 65 2127 59 71 47 52 61
leaf_count=50 58 66 60 46 84 49 59 75 82 100 49 89 337 64 65 2127 59 71 47 52 61
internal_value=0 -0.00062627 -0.000308369 -0.000671097 6.95252e-05 -0.00041539 -0.0008699 0.000159474 0.000201704 -0.000459279 -0.000845661 -0.00128783 0.000138306 9.67932e-05 0.00116283 4.06496e-05 0.000534506 -0.000154524 0.000313958 0.00114723 -9.0248e-05
internal_weight=0 392 342 282 3358 524 355 2834 2759 297 238 189 2675 2593 129 2464 169 236 165 99 110
internal_count=3750 392 342 282 3358 524 355 2834 2759 297 238 189 2675 2593 129 2464 169 236 165 99 110
is_linear=0
shrinkage=0.0995203


Tree=3790
num_leaves=18
num_cat=0
split_feature=3 4 29 3 27 30 9 9 2 9 8 8 5 36 5 6 2
split_gain=0.0140401 0.0251593 0.0127099 0.0199839 0.0128758 0.0187255 0.0146846 0.0306026 0.0796273 0.0195101 0.0472507 0.0175987 0.0118678 0.010566 0.011544 0.00659264 0.00440577
threshold=0.081685000000000021 0.087270000000000028 0.0035350000000000004 0.13902500000000004 0.10868000000000001 0.095355000000000023 0.09253500000000002 0.091690000000000021 -0.081864999999999993 0.094085000000000016 -0.049499999999999995 0.0017700000000000003 -0.080724999999999991 0.08605500000000002 -0.14653999999999998 -0.09416999999999999 -0.026175
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 15 5 6 7 11 -9 10 -8 -2 -11 16 -15 -4 -3
right_child=2 13 3 -5 -6 -7 9 8 -10 12 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0023480027011435569 9.303039139818442e-05 0.0012986775966375055 -0.00086940706073920749 0.0007837870919272001 0.0016764913121671389 -0.0019265719858366178 -0.0023595840137917001 0.0046920156817469583 -0.00091436643011568515 0.00064222290175304779 0.0013377077093670461 0.0014655862187753616 -0.00024569874257036677 -0.001777145290456629 0.00021466056452567987 -0.0025811013246306376 -3.3729557908029876e-05
leaf_weight=68 2069 48 47 47 50 46 112 51 49 197 49 97 612 58 56 46 48
leaf_count=68 2069 48 47 47 50 46 112 51 49 197 49 97 612 58 56 46 48
internal_value=0 -0.000683454 5.15561e-05 -0.000876821 9.08092e-05 6.64025e-05 9.49858e-05 0.00023387 0.0019367 -0.000228615 -0.00122924 0.000154876 -2.84686e-05 -0.000140559 -0.000791534 -0.00172485 0.000623947
internal_weight=0 278 3472 140 3332 3282 3236 2266 100 970 161 2166 809 210 114 93 96
internal_count=3750 278 3472 140 3332 3282 3236 2266 100 970 161 2166 809 210 114 93 96
is_linear=0
shrinkage=0.0995203


Tree=3791
num_leaves=15
num_cat=0
split_feature=19 17 3 4 17 2 3 3 3 4 8 3 2 3
split_gain=0.0154781 0.0129557 0.0128359 0.0334969 0.00903226 0.0160253 0.00853492 0.0329757 0.0320638 0.0294879 0.0280422 0.0397526 0.037989 0.0171746
threshold=0.14071500000000006 -0.57205499999999987 0.081685000000000021 0.087270000000000028 -0.0064000000000000003 -0.032624999999999994 0.092115000000000016 0.092510000000000023 0.092900000000000024 0.085720000000000018 -0.053049999999999993 0.091065000000000021 -0.081864999999999993 0.093535000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 9 -8 -9 10 11 -4 -12 -10
right_child=-2 2 6 4 5 -7 7 8 13 -11 12 -13 -14 -15
leaf_value=0.0015189115961773293 0.0017919966201990062 -0.0028290511568954367 0.00011905474834432805 0.0006721865757979117 0.00052045153910149685 -0.0017290126564457975 -0.0026917061065823726 0.0024901495799606976 -0.0017847721530170461 0.00215446233967575 0.00014087713907171413 0.002301720018269279 -0.0022891192851170225 -8.2694347660385579e-05
leaf_weight=53 47 58 1176 84 59 66 49 47 61 71 154 89 108 1628
leaf_count=53 47 58 1176 84 59 66 49 47 61 71 154 89 108 1628
internal_value=0 -2.54191e-05 -4.80679e-05 -0.000712401 -0.000121088 -0.000660717 4.12191e-06 -0.000145195 -7.28459e-05 0.000171424 7.86839e-05 0.000273265 -0.000857676 -0.000144651
internal_weight=0 3703 3650 267 209 125 3383 1785 1736 1598 1527 1265 262 1689
internal_count=3750 3703 3650 267 209 125 3383 1785 1736 1598 1527 1265 262 1689
is_linear=0
shrinkage=0.0995203


Tree=3792
num_leaves=15
num_cat=0
split_feature=11 9 3 26 4 3 6 8 9 9 8 8 5 2
split_gain=0.0160722 0.0241627 0.0409277 0.0319034 0.014713 0.0274744 0.0197888 0.0472348 0.0287498 0.0271673 0.0157469 0.01953 0.0119228 0.0256359
threshold=-0.364875 0.11222500000000002 0.12870500000000004 0.31428500000000009 0.13491500000000003 0.14058000000000004 0.11481500000000001 -0.076924999999999993 0.092150000000000024 0.093605000000000022 -0.51030999999999993 -0.409445 -0.10586999999999999 -0.057419999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 12 4 6 -6 10 8 -8 -9 -2 -12 -3 -14
right_child=1 2 -4 -5 5 -7 7 9 -10 -11 11 -13 13 -15
leaf_value=-0.0014594977711056046 0.001789162891784851 -0.0010248587268158421 0.003072051816127803 -0.0025625729122826135 -0.0026762893758023442 0.00027252035990537417 -0.0008189024379875214 -0.0010946615606323188 -0.0043444305991977078 0.0023193582837429819 -0.0017504500450497764 7.7935606585004439e-05 -0.00035111801301869813 0.0025129996345444358
leaf_weight=76 52 56 66 50 58 67 47 46 46 46 59 2944 83 49
leaf_count=76 52 56 66 50 58 67 47 46 46 46 59 2944 83 49
internal_value=0 2.45653e-06 0.00093913 -6.69714e-05 -2.96464e-05 -0.00108918 1.0978e-05 -0.000988189 -0.00257152 0.000603451 7.1752e-05 4.17406e-05 0.000185983 0.000705876
internal_weight=0 3669 254 3415 3365 125 3240 185 93 92 3055 3003 188 132
internal_count=3745 3669 254 3415 3365 125 3240 185 93 92 3055 3003 188 132
is_linear=0
shrinkage=0.0995203


Tree=3793
num_leaves=16
num_cat=0
split_feature=17 11 9 8 26 20 9 9 8 20 20 19 17 17 8
split_gain=0.0140842 0.0124485 0.0210034 0.0362716 0.0251164 0.0131802 0.012123 0.0165484 0.0289481 0.0164107 0.0308046 0.0164194 0.0139351 0.00994651 0.013699
threshold=-0.56368999999999991 -0.364875 0.11222500000000002 0.10228000000000002 0.31428500000000009 -0.064180000000000001 0.09202500000000001 0.08938500000000002 -0.081324999999999995 -0.067119999999999999 -0.0084199999999999987 0.0069650000000000016 0.40441500000000008 -0.0044799999999999987 -0.064125000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 5 6 -4 7 12 -9 11 -11 -8 -3 -7 -15
right_child=1 2 3 -5 -6 13 9 8 -10 10 -12 -13 -14 14 -16
leaf_value=0.0012572009802405807 -0.0013142482144842442 5.4931176470094869e-06 0.0017447274262297374 0.0032793190651326243 -0.0023075451941192821 0.00088139773836701078 0.00068432758209260186 -0.00037515781094050131 0.0015818096874682746 -0.0031596799900135285 -0.00048280873353742599 -0.0011238104279172668 -0.0012264707404802894 0.00045194766479549482 -0.0018480842574969383
leaf_weight=83 76 2098 46 49 50 57 200 131 173 47 472 66 95 48 54
leaf_count=83 76 2098 46 49 50 57 200 131 173 47 472 66 95 48 54
internal_value=0 -5.36207e-05 -2.66752e-05 0.000845347 -9.33956e-05 0.000259574 -5.94145e-05 4.75365e-05 0.000735818 -0.000400657 -0.0007268 0.000232614 -4.75019e-05 -0.000164944 -0.000757691
internal_weight=0 3662 3586 254 3332 205 3282 2497 304 785 519 266 2193 159 102
internal_count=3745 3662 3586 254 3332 205 3282 2497 304 785 519 266 2193 159 102
is_linear=0
shrinkage=0.0995203


Tree=3794
num_leaves=11
num_cat=0
split_feature=29 30 17 17 6 17 18 3 9 3
split_gain=0.0265006 0.0428118 0.0112019 0.0103926 0.00943171 0.0298458 0.0320133 0.00764777 0.00942321 0.00744624
threshold=0.12951500000000005 0.11290000000000001 -0.56368999999999991 -0.55026999999999993 0.10615500000000003 0.51326500000000019 -0.082304999999999989 0.14823500000000003 -0.042790000000000002 0.30793000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 -6 8 -5 -9
right_child=-2 -3 3 4 5 -7 -8 9 -10 -11
leaf_value=0.0011320841213455519 0.0023259814708662067 -0.0028336727998577367 -0.0011965970066890512 0.00061669626772422595 -0.0021473644052575377 -0.0026092873331300392 0.00043211025473092969 -0.0016231952089920362 1.4209349387581159e-05 5.4686561991860788e-05
leaf_weight=83 47 54 75 284 60 56 231 53 2752 50
leaf_count=83 47 54 75 284 60 56 231 53 2752 50
internal_value=0 -5.19674e-05 -1.0521e-05 -3.73828e-05 -1.22079e-05 -0.00050474 -9.69273e-05 4.19782e-05 7.08381e-05 -0.000800742
internal_weight=0 3698 3644 3561 3486 347 291 3139 3036 103
internal_count=3745 3698 3644 3561 3486 347 291 3139 3036 103
is_linear=0
shrinkage=0.0995203


Tree=3795
num_leaves=10
num_cat=0
split_feature=29 4 18 6 20 6 6 26 5
split_gain=0.0214882 0.0355057 0.010187 0.0153043 0.012219 0.0117886 0.0161801 0.0132918 0.00364473
threshold=0.12951500000000005 0.15028500000000003 0.19545000000000004 0.14653500000000005 -0.077945 0.12080000000000003 0.11481500000000001 0.41344500000000012 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 -1 -5
right_child=-2 -3 4 8 -6 -7 -8 -9 -10
leaf_value=3.835610471556222e-05 0.0020944993279433878 -0.0024686358779643768 0.0021510815701855819 -0.00057750778713698265 0 0.0014331531835730901 -0.0014681782974226062 -0.0014099143197058696 -0.0017486702238307386
leaf_weight=3228 47 59 47 54 58 56 75 64 57
leaf_count=3228 47 59 47 54 58 56 75 64 57
internal_value=0 -4.67736e-05 -7.28236e-06 -3.62072e-05 0.000958448 8.48233e-07 -2.27308e-05 9.95149e-06 -0.00118629
internal_weight=0 3698 3639 3534 105 3423 3367 3292 111
internal_count=3745 3698 3639 3534 105 3423 3367 3292 111
is_linear=0
shrinkage=0.0995203


Tree=3796
num_leaves=16
num_cat=0
split_feature=10 1 4 8 8 1 4 5 4 19 4 18 17 4 22
split_gain=0.0263142 0.0167613 0.0270645 0.0323494 0.0306871 0.0178867 0.0200089 0.0322301 0.0245685 0.0195054 0.0172992 0.0127525 0.026403 0.0214106 0.0102274
threshold=0.09501500000000003 0.44303500000000012 0.13528000000000004 -0.094375000000000001 -0.071594999999999992 0.40780000000000011 0.10724500000000002 0.23074000000000006 0.10343500000000001 -0.10411999999999999 0.10113500000000002 0.089775000000000021 -0.022884999999999999 0.11805500000000003 0.096620000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 8 11 9 -1 -11 13 -13 -8 -7
right_child=-2 2 3 -5 -6 14 7 -9 -10 10 -12 12 -14 -15 -16
leaf_value=0.0018969785134124442 -0.0021705699931575087 0.00037400778121763397 0.001594959686837822 -0.0018048680421584582 0.0038300307855037978 -0.0022729210618068034 0.002440379368281116 0.0031670713007988073 -0.0017309498875491085 -5.9663838448811446e-05 0.0018645931859080922 -0.0020737713751698308 0.0011561502904843446 -0.00028827726223929905 -0.00022319433420280076
leaf_weight=53 54 53 53 58 50 53 56 49 83 2936 47 51 49 57 46
leaf_count=53 54 53 53 58 50 53 56 49 83 2936 47 51 49 57 46
internal_value=0 4.22528e-05 0.000897165 -0.000174152 0.00205964 -1.00841e-05 2.82872e-05 0.00086376 -4.16311e-05 4.2829e-06 -2.90709e-05 0.000330046 -0.000482924 0.00105673 -0.00132879
internal_weight=0 3694 214 111 103 3480 3381 262 3119 3036 2983 213 100 113 99
internal_count=3748 3694 214 111 103 3480 3381 262 3119 3036 2983 213 100 113 99
is_linear=0
shrinkage=0.0995203


Tree=3797
num_leaves=11
num_cat=0
split_feature=25 22 19 2 2 9 10 2 4 23
split_gain=0.0340989 0.0297198 0.0148419 0.0294839 0.0179149 0.0117619 0.0126951 0.0156722 0.0174807 0.0103032
threshold=0.085465000000000027 0.11777500000000002 0.11028000000000003 -0.081804999999999989 -0.070724999999999996 0.13087500000000005 0.09056500000000002 -0.19220999999999999 0.10252500000000002 -0.046924999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 8 -1 -9
right_child=-2 -3 3 4 -6 -7 -8 9 -10 -11
leaf_value=7.8109402653110446e-05 0.0021541725286375896 -0.0020637096685498127 -0.0021862840353977812 0.0011293840217834344 -0.0010644490323719847 0.0012234136051354409 0.001515957494717591 -0.0011323084134691715 -0.0025381994116759244 7.1710385101719451e-05
leaf_weight=50 72 70 89 79 69 84 56 72 50 3057
leaf_count=50 72 70 89 79 69 84 56 72 50 3057
internal_value=0 -3.26708e-05 6.52891e-06 -0.000754451 0.000101052 6.03048e-05 3.0314e-05 4.29518e-06 -0.00122186 4.37436e-05
internal_weight=0 3676 3606 237 148 3369 3285 3229 100 3129
internal_count=3748 3676 3606 237 148 3369 3285 3229 100 3129
is_linear=0
shrinkage=0.0995203


Tree=3798
num_leaves=9
num_cat=0
split_feature=25 10 17 5 17 17 1 1
split_gain=0.0276491 0.0282961 0.0134616 0.0311783 0.0137527 0.0122908 0.0119177 0.0077061
threshold=0.085465000000000027 0.09501500000000003 0.51326500000000019 -0.029944999999999996 0.50644500000000015 0.41435500000000008 0.62198500000000012 -0.031409999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.00016275868916574909 0.001939788825230878 -0.0024049574794297005 0.00030810427234170416 -0.0026060738568210811 0.0017153183126006567 -0.0014301741420231846 0.0013379402025419825 -0.00014132218687562022
leaf_weight=1713 72 49 85 63 48 57 69 1592
leaf_count=1713 72 49 85 63 48 57 69 1592
internal_value=0 -2.93972e-05 2.47039e-06 -0.00092686 4.22403e-05 1.85952e-05 4.33132e-05 1.60369e-05
internal_weight=0 3676 3627 148 3479 3431 3374 3305
internal_count=3748 3676 3627 148 3479 3431 3374 3305
is_linear=0
shrinkage=0.0995203


Tree=3799
num_leaves=13
num_cat=0
split_feature=25 22 19 2 2 10 5 1 1 2 2 0
split_gain=0.0224192 0.0243923 0.0131943 0.0217749 0.0163702 0.00943816 0.0140365 0.0233091 0.0254218 0.0104925 0.0253945 0.0140548
threshold=0.085465000000000027 0.12676500000000004 0.11028000000000003 -0.081804999999999989 -0.070724999999999996 0.09056500000000002 0.51100000000000012 0.056790000000000014 -0.49367499999999997 -0.085944999999999994 -0.084869999999999987 -0.08076499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 9 8 -8 11 -11 -1
right_child=-2 -3 3 4 -6 -7 7 -9 -10 10 -12 -13
leaf_value=5.7054288218220713e-05 0.0017467405442840669 -0.0021260407951471574 -0.0019321357075129189 0.0010103922772055479 -0.001079444425758997 0.0012722706220861884 -0.00045394522487511655 0.00044839001373590408 -0.0035284275712977849 0.0016431921818449297 0.00011351348511372592 -0.00086062570696474657
leaf_weight=508 72 54 90 79 70 62 65 85 46 113 2260 244
leaf_count=508 72 54 90 79 70 62 65 85 46 113 2260 244
internal_value=0 -2.64495e-05 4.62712e-06 -0.000709759 2.30956e-05 5.53386e-05 3.23731e-05 -0.000784189 -0.00173543 8.38498e-05 0.0001867 -0.000239615
internal_weight=0 3676 3622 239 149 3383 3321 196 111 3125 2373 752
internal_count=3748 3676 3622 239 149 3383 3321 196 111 3125 2373 752
is_linear=0
shrinkage=0.0995203


Tree=3800
num_leaves=13
num_cat=0
split_feature=22 20 7 18 7 2 18 18 0 9 2 0
split_gain=0.037769 0.0124102 0.0121875 0.0118286 0.0214446 0.0199386 0.0216555 0.0136552 0.0163374 0.0161619 0.0360387 0.0183424
threshold=0.13240000000000005 -0.40431 0.093110000000000012 -0.026374999999999999 -0.068034999999999998 0.42136500000000005 -0.019539999999999998 -0.046804999999999992 -0.08076499999999999 0.083955000000000016 -0.084869999999999987 -0.082794999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -5 6 -6 9 -9 10 -3 -11
right_child=-2 2 -4 4 5 -7 -8 8 -10 11 -12 -13
leaf_value=-0.0014767441708876078 0.0028447417455867074 0.002640522960078039 0.0014076298793074639 -0.0019020434526540041 -0.0017669305504247326 -0.0019600665775912816 5.0895512293915696e-05 0.0025864182252631211 1.9942877921983246e-05 -0.00073337030550303011 0.00013388083921641857 0.0002507348382849759
leaf_weight=53 48 79 65 64 67 53 2074 53 47 260 205 673
leaf_count=53 48 79 65 64 67 53 2074 53 47 260 205 673
internal_value=0 3.45893e-05 5.68199e-05 3.20307e-05 -0.000105961 -5.31954e-05 -5.60883e-06 0.00026924 0.00138836 0.00017661 0.000834034 -2.26293e-05
internal_weight=0 3693 3640 3575 2258 2194 2141 1317 100 1217 284 933
internal_count=3741 3693 3640 3575 2258 2194 2141 1317 100 1217 284 933
is_linear=0
shrinkage=0.0995203


Tree=3801
num_leaves=11
num_cat=0
split_feature=22 6 17 2 8 3 8 29 29 9
split_gain=0.0306239 0.0124124 0.00884371 0.0107415 0.0399024 0.0183756 0.0242158 0.0126544 0.0118607 0.0118558
threshold=0.13240000000000005 0.23663500000000004 -0.56655999999999984 0.11995000000000003 -0.092299999999999993 0.14166500000000004 -0.51030999999999993 0.10293500000000003 0.0061000000000000013 0.083325000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -5 8 9 -4
right_child=-2 -3 3 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.0010157646895652989 0.0025616326605337235 -0.0015101091625256131 0.00050170070634895014 0.0011878049075290551 -0.0026138981570271785 0.0014089621568315672 -0.0015384833359411206 0.0017314986984477271 -0.0013728999563752805 2.8346976319307873e-05
leaf_weight=75 48 51 663 51 68 75 87 48 53 2522
leaf_count=75 48 51 663 51 68 75 87 48 53 2522
internal_value=0 3.1169e-05 5.29768e-05 7.56778e-05 -0.000514321 0.000152123 -0.00052501 0.00012638 0.000102333 0.000127139
internal_weight=0 3693 3642 3567 281 213 138 3286 3238 3185
internal_count=3741 3693 3642 3567 281 213 138 3286 3238 3185
is_linear=0
shrinkage=0.0995203


Tree=3802
num_leaves=16
num_cat=0
split_feature=22 26 9 18 20 18 0 3 0 17 2 8 5 5 26
split_gain=0.0248314 0.0105138 0.0301907 0.0109091 0.0417248 0.0513416 0.0247926 0.0560881 0.0246297 0.017902 0.0155331 0.0141464 0.010683 0.0240699 0.0220225
threshold=0.13240000000000005 0.40795000000000009 0.11408000000000003 -0.10082999999999999 -0.078725000000000003 -0.11533 -0.050494999999999991 0.10792500000000002 -0.067345000000000002 -0.56005499999999986 -0.23128999999999997 -0.068904999999999994 0.22078000000000006 0.089620000000000019 0.086255000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 6 11 -8 -1 -5 -11 -6 13 -12 -14
right_child=-2 2 -4 9 5 -7 7 -9 -10 10 12 -13 14 -15 -16
leaf_value=3.4796878003481351e-05 0.0023066983550797983 0.0028849814861984804 -0.00070996653016560957 -0.0016163845798278188 0.00043363721822154826 0.0039761751809452824 -0.00031592606329704204 0.0042805225654010343 -0.0026997050367464416 0.0016441067662087184 -6.9516297199100741e-05 -0.001504674113420442 -0.0020541129696137728 0.0014728511722295781 0.00022936217400793991
leaf_weight=86 48 46 46 72 107 51 59 47 52 54 2745 57 78 104 89
leaf_count=86 48 46 46 72 107 51 59 47 52 54 2745 57 78 104 89
internal_value=0 2.8045e-05 0.00107861 9.77353e-07 0.000454402 0.00107777 0.000527256 0.0017144 -0.000989664 -6.50008e-05 -2.83499e-05 -0.000235053 -5.85659e-05 -1.29263e-05 -0.000832269
internal_weight=0 3693 92 3601 459 321 270 106 138 3142 3070 164 3016 2849 167
internal_count=3741 3693 92 3601 459 321 270 106 138 3142 3070 164 3016 2849 167
is_linear=0
shrinkage=0.0995203


Tree=3803
num_leaves=12
num_cat=0
split_feature=22 10 10 17 18 18 0 3 5 26 5
split_gain=0.020134 0.0106192 0.0197272 0.0135928 0.0178379 0.0305223 0.0228725 0.0155324 0.0150697 0.0222059 0.0130554
threshold=0.13240000000000005 0.090150000000000022 0.086275000000000018 -0.54752499999999993 -0.10303999999999999 -0.11533 -0.062294999999999996 0.10457000000000002 0.23932500000000004 0.086255000000000012 0.089620000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -5 -1 10 -10 -6
right_child=-2 -3 -4 4 8 -7 -8 -9 9 -11 -12
leaf_value=-0.00010179196283211761 0.0020771353456478232 -0.0011464128659110977 0.0017816258834964752 -0.00035107470739688455 -2.3786300411687794e-05 0.0028463025558943512 0.0013415999363650959 -0.0022660514649725173 -0.0028027653854088065 -3.2499723443287984e-05 0.00097828598241150931
leaf_weight=86 48 75 64 196 2773 56 132 54 47 75 135
leaf_count=86 48 75 64 196 2773 56 132 54 47 75 135
internal_value=0 2.5254e-05 4.97685e-05 1.83511e-05 5.79901e-05 0.000697067 0.000327628 -0.000942426 -2.27317e-05 -0.00110644 2.24521e-05
internal_weight=0 3693 3618 3554 3414 384 328 140 3030 122 2908
internal_count=3741 3693 3618 3554 3414 384 328 140 3030 122 2908
is_linear=0
shrinkage=0.0995203


Tree=3804
num_leaves=8
num_cat=0
split_feature=22 13 9 4 4 4 5
split_gain=0.0504881 0.0148788 0.0265483 0.0109207 0.0158442 0.0294359 0.0116131
threshold=0.13160500000000006 0.089365000000000014 -0.26414499999999996 0.14566000000000004 0.13707500000000003 0.13210500000000003 -0.039649999999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.0022015012979155358 -0.0030856183161567393 0.0017112493273738478 -0.00028585245573721615 0.0012834228102764857 -0.0017201770877740283 0.0023645572769549253 8.7218472283334976e-05
leaf_weight=57 55 47 1413 61 56 50 1986
leaf_count=57 55 47 1413 61 56 50 1986
internal_value=0 -4.73914e-05 -7.04316e-05 -3.61384e-05 -5.93372e-05 -3.21335e-05 -6.76302e-05
internal_weight=0 3670 3623 3566 3505 3449 3399
internal_count=3725 3670 3623 3566 3505 3449 3399
is_linear=0
shrinkage=0.0995203


Tree=3805
num_leaves=15
num_cat=0
split_feature=22 1 5 18 17 5 9 17 30 5 9 3 17 5
split_gain=0.0409389 0.0192059 0.0188579 0.0162208 0.0146944 0.0261084 0.0731772 0.0322385 0.0225445 0.01983 0.0182831 0.0808097 0.0753355 0.0155118
threshold=0.13160500000000006 -0.50388999999999995 0.24444000000000005 0.24916000000000005 -0.011174999999999999 -0.01554 0.083715000000000026 -0.0077549999999999997 0.08980500000000001 -0.020485 0.083715000000000026 0.084065000000000015 -0.05543 -0.025879999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 9 -7 -8 10 13 12 -12 -3 -6
right_child=-2 3 -4 -5 5 6 7 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.00010745532594068452 -0.0027785369534230522 -0.00033960087675521136 0.0020141519620543559 -0.0015405230720334385 -5.2815104744929196e-05 0.0037974210002178822 0.0022250914786217735 -0.00026783826650306165 0.0018473898073810731 -0.001899064815380365 0.003952013751157557 -0.00030312568604314721 -0.0040464797041759228 0.0017691193669733089
leaf_weight=78 55 363 87 75 1289 69 64 259 48 56 46 1124 64 48
leaf_count=78 55 363 87 75 1289 69 64 259 48 56 46 1124 64 48
internal_value=0 -4.26306e-05 0.00100625 -9.22408e-05 -6.03342e-05 0.000137104 0.00085474 0.000223583 -0.000275073 -6.4256e-05 -0.00033938 -0.00013513 -0.000897116 1.19824e-05
internal_weight=0 3670 165 3505 3430 1785 392 323 1645 1393 1597 1170 427 1337
internal_count=3725 3670 165 3505 3430 1785 392 323 1645 1393 1597 1170 427 1337
is_linear=0
shrinkage=0.0995203


Tree=3806
num_leaves=12
num_cat=0
split_feature=22 1 8 0 9 1 1 0 26 18 5
split_gain=0.0331941 0.0167313 0.0389024 0.0177606 0.0348958 0.0173328 0.0166588 0.0165799 0.0173253 0.0149837 0.0106003
threshold=0.13160500000000006 -0.50954999999999984 -0.011315 0.076335000000000014 0.095415000000000014 -0.16272499999999998 0.62198500000000012 -0.050054999999999995 -0.085605000000000001 0.24916000000000005 0.2686150000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 10 7 9 -9 -7 -3
right_child=-2 3 -4 4 -6 6 -8 8 -10 -11 -12
leaf_value=-0.00062256108598433661 -0.0025020164407598719 0.0020208021186311808 0.0028671525590369534 -0.0028861907906864905 0.00029856853254302593 -1.6102609310163796e-05 0.001464762273610441 0.00066440787556772303 -0.0014876054680585916 -0.0015215677048039849 6.9301084757091556e-05
leaf_weight=64 55 64 62 64 72 2955 68 48 156 67 50
leaf_count=64 55 64 62 64 72 2955 68 48 156 67 50
internal_value=0 -3.84102e-05 0.0010881 -7.86922e-05 -0.00119412 -3.39394e-05 -7.59257e-05 -0.000108655 -0.000977236 -4.97508e-05 0.00117206
internal_weight=0 3670 126 3544 136 3408 3294 3226 204 3022 114
internal_count=3725 3670 126 3544 136 3408 3294 3226 204 3022 114
is_linear=0
shrinkage=0.0995203


Tree=3807
num_leaves=18
num_cat=0
split_feature=20 26 2 8 8 2 26 8 1 5 0 9 1 26 1 8 0
split_gain=0.0280535 0.0146314 0.0298909 0.0563782 0.0904682 0.017862 0.0224889 0.0178062 0.0168966 0.0289632 0.0174427 0.0289525 0.0197945 0.0159279 0.0127198 0.0272516 0.0194007
threshold=0.24030500000000005 0.10439000000000002 -0.075024999999999994 -0.052214999999999998 -0.070134999999999989 -0.065379999999999994 0.15583500000000003 -0.062834999999999988 -0.50954999999999984 0.19224000000000005 0.076335000000000014 0.095415000000000014 0.50996500000000011 -0.047160000000000001 0.40780000000000011 -0.013304999999999999 -0.014889999999999999
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 -3 -4 7 -7 9 -1 12 -12 14 -14 16 -16 -10
right_child=-2 2 5 -5 -6 6 -8 -9 10 -11 11 -13 13 -15 15 -17 -18
leaf_value=-0.00022774093033749019 -0.0020411868811086925 -0.00046576560661401535 0.0014663313925468607 0.00091348097008677701 -0.0056400221651667741 -0.00020559547622524193 0.00089180669350793303 -0.0026225701669501948 -1.7052108940475036e-06 0.0030596407355603979 -0.002722062567487873 0.00031088334080678614 0.00010652045099753289 0.0024360635494615089 0.00035792097640958704 -0.0023603081134876301 0.001397525430208917
leaf_weight=57 70 82 73 67 57 76 87 51 2566 49 60 64 57 61 78 68 102
leaf_count=57 70 82 73 67 57 76 87 51 2566 49 60 64 57 61 78 68 102
internal_value=0 -2.94956e-05 -0.000533911 -0.00144889 -0.00259347 0.00011998 -0.000335464 -0.00118264 4.88909e-05 0.00128418 5.77612e-06 -0.00115007 5.49383e-05 0.00131771 1.69519e-06 -0.000902497 5.14818e-05
internal_weight=0 3655 493 206 139 287 214 127 3162 106 3056 124 2932 118 2814 146 2668
internal_count=3725 3655 493 206 139 287 214 127 3162 106 3056 124 2932 118 2814 146 2668
is_linear=0
shrinkage=0.0995203


Tree=3808
num_leaves=14
num_cat=0
split_feature=35 1 2 2 1 2 21 21 2 29 7 1 9
split_gain=0.0190354 0.0290879 0.0120061 0.0260186 0.0422865 0.0208916 0.0240752 0.0376293 0.0311951 0.0171292 0.0188908 0.0184618 0.0153195
threshold=0.004000000000000001 0.62256000000000011 -0.080555000000000002 -0.081055000000000002 -0.035694999999999998 -0.081604999999999997 0.10384500000000002 0.10940500000000002 -0.083665000000000003 0.12175500000000002 -0.10984999999999999 -0.50597999999999999 0.089025000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 8 -8 -1 10 -4 -12 -13
right_child=-2 -3 9 4 -6 -7 7 -9 -10 -11 11 12 -14
leaf_value=-2.5810260301645651e-05 -0.0019902613951591377 0.0024806073313221751 -0.0017049686885891758 -0.0038966601131620506 0.00028828673940934404 0.001385853663590772 0.0032367588033733619 -0.00014561829498323212 -0.0011111444548590553 -0.0016624439779243708 -0.0011005440038410752 0.00067671096215557978 7.3579108618978159e-05
leaf_weight=1101 46 48 48 47 48 91 51 89 345 48 89 818 858
leaf_count=1101 46 48 48 47 48 91 51 89 345 48 89 818 858
internal_value=0 4.66417e-05 1.42583e-05 -0.000170903 -0.00177354 -7.9627e-05 -0.000164228 0.00108069 -0.000285325 0.000191004 0.000240527 0.000293899 0.000368436
internal_weight=0 3681 3633 1772 95 1677 1586 140 1446 1861 1813 1765 1676
internal_count=3727 3681 3633 1772 95 1677 1586 140 1446 1861 1813 1765 1676
is_linear=0
shrinkage=0.0995203


Tree=3809
num_leaves=19
num_cat=0
split_feature=30 9 7 1 3 0 2 6 6 2 0 18 17 17 26 0 2 6
split_gain=0.0156893 0.0215426 0.0109384 0.0122248 0.0429421 0.0127487 0.0234573 0.0238238 0.0415266 0.03384 0.0226104 0.0570222 0.0218021 0.0276537 0.0162619 0.0136132 0.0304444 0.0255127
threshold=0.10801000000000002 -0.078344999999999984 -0.074779999999999999 0.50462500000000021 0.014805000000000004 -0.072274999999999992 -0.081604999999999997 0.098855000000000012 0.08846500000000003 -0.073884999999999992 -0.069569999999999993 -0.064454999999999998 -0.14763999999999997 -0.080579999999999999 0.091025000000000023 -0.064859999999999987 -0.072419999999999998 -0.082304999999999989
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 5 -5 6 12 8 -8 -9 11 -7 14 -14 -4 16 -12 -17
right_child=1 -3 3 4 -6 10 7 9 -10 -11 15 -13 13 -15 -16 17 -18 -19
leaf_value=0.0011838897823067919 -0.00021900962920999405 0.00279536592675933 0.0010831447342181297 0.0011917564505179693 -0.0023430182274691348 0.00070042284175136221 0.00025782456888317627 -0.0025822607432383032 0.0017336603626784738 0.00035574820825446394 0.0021241546815593628 -0.003845811290684563 -0.0014559977987051978 -0.00013834726907133063 -0.00096003278044086036 -0.0024806939202340109 -0.0010378311340262338 -0.00013813348393387333
leaf_weight=74 46 47 190 56 86 52 856 60 243 109 73 57 195 836 48 50 51 598
leaf_count=74 46 47 190 56 86 52 856 60 243 109 73 57 195 836 48 50 51 598
internal_value=0 0.00129558 -1.33438e-05 -3.84601e-05 -0.000943258 -6.3094e-07 0.000112392 0.000415329 0.000584892 -0.000682488 -0.000327029 -0.00166946 -0.000189662 -0.000388357 0.000667636 -0.000136429 0.000817059 -0.00032015
internal_weight=0 93 3634 3560 142 3418 2537 1268 1099 169 881 109 1269 1031 238 772 124 648
internal_count=3727 93 3634 3560 142 3418 2537 1268 1099 169 881 109 1269 1031 238 772 124 648
is_linear=0
shrinkage=0.0995203


Tree=3810
num_leaves=10
num_cat=0
split_feature=35 3 30 3 9 9 5 6 6
split_gain=0.0152353 0.0302564 0.0096576 0.0109415 0.013738 0.0197947 0.0160823 0.0134944 0.013007
threshold=0.004000000000000001 0.31293500000000007 0.10801000000000002 0.15108000000000005 0.11408000000000003 0.11076000000000003 -0.095609999999999987 0.10100500000000003 -0.47287499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -6 -8 -1
right_child=-2 -3 -4 -5 6 -7 7 -9 -10
leaf_value=-0.0015126764358015892 -0.001782409876117444 0.0024005569809809908 0.0011229100751703055 -0.0011616876266352123 0.0020998217252550964 -0.0020047711966178273 -0.0006843794616555077 0.001376670930281711 1.7288549552951503e-05
leaf_weight=56 46 53 75 81 65 50 75 54 3172
leaf_count=56 46 53 75 81 65 50 75 54 3172
internal_value=0 3.98648e-05 5.15268e-06 -1.82116e-05 8.22937e-06 -3.96917e-05 0.000822166 0.00017204 -9.00001e-06
internal_weight=0 3681 3628 3553 3472 3278 194 129 3228
internal_count=3727 3681 3628 3553 3472 3278 194 129 3228
is_linear=0
shrinkage=0.0995203


Tree=3811
num_leaves=13
num_cat=0
split_feature=4 36 1 29 4 4 0 4 1 20 1 3
split_gain=0.0144861 0.0113069 0.011499 0.00825745 0.0161019 0.0375383 0.0264893 0.0199784 0.0174916 0.0141132 0.0120549 0.0104208
threshold=0.14903500000000006 0.08605500000000002 0.061835000000000008 0.10207000000000002 0.11706000000000001 0.12182500000000003 -0.040384999999999997 0.11374000000000002 0.27552000000000004 -0.042414999999999994 0.26753500000000008 0.13902500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 -6 11 8 10 -10 -1 -7
right_child=-2 2 -4 -5 5 6 -8 -9 9 -11 -12 -13
leaf_value=-6.5849063936163952e-06 0.001384645478091834 -0.0020425756896087117 0 -0.0010364565379342829 0.003228377629603488 0.0021240713092877729 -0.00164944377703934 -0.0020534891882639595 9.0439528717259826e-06 0.0022565061416810542 -0.001630155805329397 0.00022673725150386054
leaf_weight=3037 75 54 55 72 51 48 55 47 52 61 46 74
leaf_count=3037 75 54 55 72 51 48 55 47 52 61 46 74
internal_value=0 -1.24702e-05 -0.00101097 1.80175e-05 4.01266e-05 0.000848599 0.000158275 -1.64608e-05 1.32394e-05 0.00122952 -3.1075e-05 0.00097994
internal_weight=0 3652 109 3543 3471 228 177 3243 3196 113 3083 122
internal_count=3727 3652 109 3543 3471 228 177 3243 3196 113 3083 122
is_linear=0
shrinkage=0.0995203


Tree=3812
num_leaves=15
num_cat=0
split_feature=5 5 1 9 4 8 0 4 19 21 3 18 5 26
split_gain=0.0150922 0.017884 0.010918 0.0420113 0.0376761 0.0152185 0.0286614 0.0239056 0.0114332 0.0108163 0.0313408 0.0456205 0.0109063 0.0141126
threshold=0.63455500000000009 0.51797000000000015 0.2705800000000001 0.11351500000000002 0.14566000000000004 -0.07106999999999998 -0.11170000000000001 0.10724500000000002 0.13950000000000004 0.12094000000000002 0.10871500000000002 0.13474500000000003 0.41370500000000004 0.088475000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 -4 -7 9 12 -11 -12 13 -1
right_child=-2 -3 3 -5 -6 7 -8 -9 -10 10 11 -13 -14 -15
leaf_value=-0.00012306022606167953 0.0015581166639217624 -0.0014994461395211698 -0.0012738029059331563 -0.0032318032432455809 0.0022462788545903616 0.00031851310271255345 0.0014871160616255071 -0.0022343341192320836 -0.0014279766209530553 0.002883660717245285 0.0014335836454986088 -0.002339788526225778 -0.0012001405256325999 0.00032748404753981427
leaf_weight=1720 59 82 72 49 56 58 77 95 51 52 84 51 70 1147
leaf_count=1720 59 82 72 49 56 58 77 95 51 52 84 51 70 1147
internal_value=0 -4.61703e-05 -1.2673e-05 -0.000498138 -0.00012169 -0.000563494 0.000147487 -0.00126124 4.93004e-05 7.36794e-05 0.000807712 2.02327e-06 2.66644e-05 5.69034e-05
internal_weight=0 3664 3582 407 358 302 149 153 3175 3124 187 135 2937 2867
internal_count=3723 3664 3582 407 358 302 149 153 3175 3124 187 135 2937 2867
is_linear=0
shrinkage=0.0995203


Tree=3813
num_leaves=10
num_cat=0
split_feature=24 5 5 22 17 0 17 26 3
split_gain=0.0158272 0.0118429 0.0150527 0.0110693 0.010513 0.0363047 0.0126422 0.021189 0.0147727
threshold=0.10636500000000003 0.63455500000000009 0.51935500000000012 0.12975500000000004 0.51734000000000024 -0.084084999999999993 0.12374500000000002 0.090385000000000021 0.15108000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 8 -8 -1
right_child=-2 -3 -4 -5 5 -7 7 -9 -10
leaf_value=-9.2706594529513077e-06 -0.0018530990270637291 0.0014030528408901528 -0.0014532043222297755 0.0015274079583821021 0.00067493240632344337 -0.0028340875278671058 -9.8208676952832067e-05 0.0012385735359311946 -0.001151081840720692
leaf_weight=2793 46 59 71 47 63 54 261 212 117
leaf_count=2793 46 59 71 47 63 54 261 212 117
internal_value=0 4.24507e-06 -1.83395e-05 1.01513e-05 -9.98946e-06 -0.000937619 2.18503e-05 0.00049921 -5.54599e-05
internal_weight=0 3677 3618 3547 3500 117 3383 473 2910
internal_count=3723 3677 3618 3547 3500 117 3383 473 2910
is_linear=0
shrinkage=0.0995203


Tree=3814
num_leaves=10
num_cat=0
split_feature=24 5 5 17 5 17 17 17 1
split_gain=0.0128333 0.00960338 0.0122254 0.00914782 0.043279 0.0155428 0.0120078 0.0117447 0.00278524
threshold=0.10636500000000003 0.63455500000000009 0.51797000000000015 0.51326500000000019 -0.029944999999999996 0.50644500000000015 0.41580500000000009 0.12374500000000002 0.0047600000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 6 7 -1 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-2.2785091666925708e-05 -0.001668678378693055 0.0012634205050350952 -0.0012179458340221625 4.8049771461915034e-05 -0.0027992991527645578 0.0017871758219874172 -0.001577343574576549 0.00058923666827970949 0.0011628587657499436
leaf_weight=2940 46 59 82 46 61 50 46 347 46
leaf_count=2940 46 59 82 46 61 50 46 347 46
internal_value=0 3.77827e-06 -1.65369e-05 1.10923e-05 -0.000741296 4.53619e-05 1.89865e-05 4.15754e-05 0.000614353
internal_weight=0 3677 3618 3536 153 3383 3333 3287 92
internal_count=3723 3677 3618 3536 153 3383 3333 3287 92
is_linear=0
shrinkage=0.0995203


Tree=3815
num_leaves=8
num_cat=0
split_feature=24 22 10 10 20 23 7
split_gain=0.0104063 0.00897349 0.00871446 0.0234854 0.0117452 0.0107996 0.011177
threshold=0.10636500000000003 0.12975500000000004 0.088820000000000024 0.086030000000000023 0.24030500000000005 -0.063684999999999992 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.0013093406545992329 -0.0015026111412354084 0.0013698920095973097 0.00095265151887151942 -0.0021383303923061545 -0.0015700912624461063 7.6528822525542264e-07 0.00093521285632332685
leaf_weight=60 46 47 90 52 47 3249 132
leaf_count=60 46 47 90 52 47 3249 132
internal_value=0 3.40225e-06 -1.40651e-05 -3.88739e-05 -7.33993e-06 1.37675e-05 3.74899e-05
internal_weight=0 3677 3630 3540 3488 3441 3381
internal_count=3723 3677 3630 3540 3488 3441 3381
is_linear=0
shrinkage=0.0995203


Tree=3816
num_leaves=22
num_cat=0
split_feature=3 17 3 5 17 17 3 9 6 9 10 2 1 3 9 6 9 3 26 6 17
split_gain=0.015095 0.0244395 0.0379455 0.018555 0.0238601 0.0266531 0.0228691 0.0124733 0.0147195 0.0261615 0.0665223 0.0281832 0.0278292 0.0341574 0.0291253 0.0254603 0.0168444 0.046206 0.0251646 0.0142831 0.0136967
threshold=0.084065000000000015 0.11180000000000002 0.083725000000000022 0.066815000000000027 -0.085229999999999986 -1.0000000180025095e-35 -0.012959999999999999 -0.25326499999999996 -0.0048649999999999995 0.098465000000000011 0.086030000000000023 -0.072624999999999981 -0.091829999999999995 0.086285000000000014 0.08648500000000002 0.10877500000000002 0.11351500000000002 0.14940500000000004 0.11790500000000002 -0.0076549999999999995 -0.086174999999999988
decision_type=2 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 -2 16 10 12 -11 13 -10 -14 -13 17 19 -18 20 -9
right_child=7 -3 -4 -5 5 6 -8 8 9 11 -12 15 14 -15 -16 -17 18 -19 -20 -21 -22
leaf_value=0.0021373064956224839 -0.001559217042995177 -0.0014378366774985226 0.003274190547481706 -0.0013821622643501927 -0.0014911568487903999 -0.00015632286545785067 0.0025883841639618281 -0.00041722130930586131 0.0023411444716795148 0.0022218408524675094 -0.0041471462452119445 -0.0017376762233216566 -0.0013465899489130072 -7.8018445836472433e-05 -0.00020201903328304123 0.00096570257825992338 0.00035812128062865078 0.0028040256157975002 -0.0026313235433384147 0.0016811312208434629 0.00024336893199264112
leaf_weight=82 58 55 53 49 67 72 51 457 73 78 47 58 343 275 621 85 58 65 53 54 971
leaf_count=82 58 55 53 49 67 72 51 457 73 78 47 58 343 275 621 85 58 65 53 54 971
internal_value=0 0.000515599 0.000805058 0.000394831 0.000717961 0.000101093 0.000975071 -0.000111844 -8.56656e-05 -0.000303175 -0.000466843 0.000699562 -0.000334378 0.000427098 -0.000610117 -0.000125048 0.000121118 0.00020653 -0.0010619 9.20528e-05 3.13883e-05
internal_weight=0 429 374 321 272 190 123 3296 3238 1580 1359 221 1312 348 964 143 1658 1547 111 1482 1428
internal_count=3725 429 374 321 272 190 123 3296 3238 1580 1359 221 1312 348 964 143 1658 1547 111 1482 1428
is_linear=0
shrinkage=0.0995203


Tree=3817
num_leaves=18
num_cat=0
split_feature=24 9 3 0 3 0 2 3 3 18 2 2 17 3 0 0 30
split_gain=0.0136135 0.0165248 0.0171262 0.0238789 0.040671 0.0242543 0.0164834 0.0288648 0.0326073 0.0236362 0.0217327 0.0215668 0.0266236 0.0210061 0.013973 0.0111216 0.00718316
threshold=0.10415500000000003 -0.37999999999999995 0.083955000000000016 -0.085684999999999997 0.08345000000000001 -0.069955000000000003 -0.077945 0.086605000000000029 0.088845000000000021 -0.091229999999999992 -0.079149999999999984 -0.079739999999999991 0.08741500000000002 0.09339500000000002 -0.13955999999999999 -0.092939999999999995 0.08883000000000002
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 14 -5 10 -8 -9 -10 11 12 -4 -12 -3 -16 -7
right_child=-2 2 6 5 -6 16 7 8 9 -11 13 -13 -14 -15 15 -17 -18
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leaf_weight=54 47 50 1469 47 48 78 52 65 200 1074 53 59 216 56 62 49 46
leaf_count=54 47 50 1469 47 48 78 52 65 200 1074 53 59 216 56 62 49 46
internal_value=0 -1.37364e-05 1.17892e-05 0.000644095 0.00135825 -0.000223973 -6.20263e-05 0.000196562 0.000106584 0.000218096 -0.000256584 -0.000170853 -0.000236767 -0.00162077 0.000594212 -2.07554e-05 0.000500379
internal_weight=0 3678 3624 380 209 171 3244 1391 1339 1274 1853 1744 1685 109 161 111 124
internal_count=3725 3678 3624 380 209 171 3244 1391 1339 1274 1853 1744 1685 109 161 111 124
is_linear=0
shrinkage=0.0995203


Tree=3818
num_leaves=16
num_cat=0
split_feature=24 3 5 0 5 4 4 20 20 26 4 26 6 0 12
split_gain=0.0110382 0.0103251 0.0262922 0.0825278 0.030012 0.0205507 0.0173342 0.0119468 0.0148516 0.0142182 0.0223401 0.023607 0.0129625 0.0142073 0.00517116
threshold=0.10415500000000003 0.083955000000000016 -0.0091849999999999987 -0.082494999999999999 -0.020074999999999999 0.077235000000000012 0.10373000000000003 0.10634000000000003 0.09327000000000002 -0.236315 0.13954000000000003 0.41479500000000008 -0.14723999999999998 -0.097180000000000002 -0.0095549999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 8 9 -3 11 -11 -9 -14 -8
right_child=-2 7 3 -5 -6 6 14 12 -10 10 -12 -13 13 -15 -16
leaf_value=0.0024081551634838666 -0.0015475955071874122 0.0011499594785115009 0.0049513390423977883 -0.00038632018791386481 -0.0017822316800115464 -0.0016090120202205754 -0.00011387087388244551 0.0019422182931098343 -0.0016027018218894705 -0.00011178808959039643 -0.0018038792264507995 0.0021132220663726445 -0.0011710813739113921 0.0012380002631270498 0.0012413599477931062
leaf_weight=46 47 90 47 73 74 46 46 59 65 2844 76 48 47 50 67
leaf_count=46 47 90 47 73 74 46 46 59 65 2844 76 48 47 50 67
internal_value=0 -1.23693e-05 0.000465371 0.00169744 -6.16183e-05 0.000555488 1.43473e-05 -7.07521e-05 -0.000113437 -8.15142e-05 -0.000119133 -7.45754e-05 0.000778526 6.22738e-05 0.000682429
internal_weight=0 3678 399 120 279 205 159 3279 3123 3058 2968 2892 156 97 113
internal_count=3725 3678 399 120 279 205 159 3279 3123 3058 2968 2892 156 97 113
is_linear=0
shrinkage=0.0995203


Tree=3819
num_leaves=12
num_cat=0
split_feature=36 1 5 1 1 5 5 5 3 6 3
split_gain=0.0100562 0.0150973 0.00993958 0.0099117 0.0201132 0.0384355 0.0819164 0.0211398 0.0145544 0.0325949 0.0192044
threshold=0.088355000000000031 0.52078500000000016 0.6362850000000001 -0.52333999999999992 -0.093734999999999999 0.066815000000000027 0.037395000000000005 0.15990000000000004 0.093245000000000022 0.10681500000000003 0.094045000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -7 9 -6 -10
right_child=-2 -3 -4 4 8 7 -8 -9 10 -11 -12
leaf_value=-0.001111312033431136 0.0010040570571296543 -0.0016206984854357797 -0.0014661954030132656 0.00052846167394817421 -0.00018996982278426158 -0.0019682577014797438 0.0051936663658208402 0.00026343214417454868 0.0017681427333028235 -0.0025002617140534819 7.3666485503344419e-05
leaf_weight=79 91 60 47 158 1570 52 49 218 70 63 1268
leaf_count=79 91 60 47 158 1570 52 49 218 70 63 1268
internal_value=0 -5.48903e-05 -2.83746e-05 -8.9824e-06 1.60366e-05 0.000616109 0.00163674 -0.000163343 -8.00308e-05 -0.000279601 0.000162928
internal_weight=0 3634 3574 3527 3448 477 207 270 2971 1633 1338
internal_count=3725 3634 3574 3527 3448 477 207 270 2971 1633 1338
is_linear=0
shrinkage=0.0995203


Tree=3820
num_leaves=9
num_cat=0
split_feature=22 4 30 4 4 4 4 8
split_gain=0.0432894 0.018075 0.0152577 0.0130435 0.0240957 0.0225298 0.0190031 0.0128404
threshold=0.13292500000000004 0.14996500000000004 0.10801000000000002 0.13962500000000003 0.12719000000000005 0.11860000000000002 0.11509500000000002 -0.079219999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6
right_child=-2 -3 -4 -5 7 -7 -8 -9
leaf_value=-1.4217673988883478e-06 0.0030167423507890903 -0.0016183315176222113 0.0014626974510208745 0.001528147123400291 -0.00048424405001349567 0.001853397232883298 -0.0019192785668525766 -0.0025980666058862392
leaf_weight=3262 47 69 70 53 64 64 52 53
leaf_count=3262 47 69 70 53 64 64 52 53
internal_value=0 -2.26783e-05 7.52663e-06 -2.09523e-05 -4.46779e-05 3.71222e-06 -3.17619e-05 -0.00144879
internal_weight=0 3687 3618 3548 3495 3378 3314 117
internal_count=3734 3687 3618 3548 3495 3378 3314 117
is_linear=0
shrinkage=0.0995203


Tree=3821
num_leaves=24
num_cat=0
split_feature=22 6 3 9 3 26 17 17 1 2 26 6 2 26 30 3 17 1 3 6 17 6 1
split_gain=0.0351026 0.0223475 0.0414607 0.104042 0.0639606 0.0502842 0.0629595 0.0871421 0.076058 0.0543116 0.0589258 0.0281738 0.0244117 0.0181825 0.0191801 0.0120781 0.0581678 0.0356651 0.0188592 0.011377 0.0669118 0.016053 0.00952582
threshold=0.13292500000000004 0.087575000000000028 0.091615000000000016 0.091750000000000012 0.092510000000000023 0.088325000000000028 -0.015464999999999998 -0.0062099999999999994 -0.091259999999999994 -0.085599999999999996 0.085235000000000019 0.087075000000000027 -0.082294999999999993 -0.23202999999999999 0.096655000000000033 0.10850000000000003 -0.10811499999999999 -0.061135000000000002 0.097095000000000029 0.085845000000000019 -0.0092949999999999994 0.085120000000000015 0.42491000000000007
decision_type=2 2 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 5 -4 9 8 -8 -7 10 -3 13 -11 -1 19 16 -6 -17 -18 21 -21 -15 -16
right_child=-2 2 4 -5 15 6 7 -9 -10 12 -12 -13 -14 14 22 17 18 -19 -20 20 -22 -23 -24
leaf_value=-0.0015472455155858989 0.0027165157051703046 0.00058585647925684812 -0.0037905645868565843 0.004934761669608447 0.0035273623554633966 -0.0021977926476582422 -0.005429492143886651 -0.0001864890472949163 0.0027348546906941018 -0.0013042033192232313 0.0053772990028223061 -0.0024742259509195523 0.001428881967779097 -0.00014467386007920786 0.00024790190681561931 0.00081292577716682551 0.00042380283920295098 -0.0022022364985201364 -0.0013442508553877424 -0.0015606663730193442 0.0036680282193760775 -0.0017963568768826468 0.0021108158662100827
leaf_weight=87 47 46 47 58 50 46 46 100 94 58 58 52 73 2182 55 79 177 76 90 51 46 60 56
leaf_count=87 47 46 47 58 50 46 46 100 94 58 58 52 73 2182 55 79 177 76 90 51 46 60 56
internal_value=0 -2.04435e-05 0.000355537 0.000934864 -0.000289187 0.000488006 -0.000395967 -0.001844 0.00110828 0.0015673 0.00326588 -0.000180214 0.000212565 -0.000132871 -8.23124e-05 5.77328e-05 0.000411353 -0.000660195 -0.000169104 -0.000143285 0.000910482 -0.000189241 0.00119513
internal_weight=0 3687 1098 579 519 521 286 146 140 235 104 2589 131 2537 2450 472 317 155 267 2339 97 2242 111
internal_count=3734 3687 1098 579 519 521 286 146 140 235 104 2589 131 2537 2450 472 317 155 267 2339 97 2242 111
is_linear=0
shrinkage=0.0995203


Tree=3822
num_leaves=18
num_cat=0
split_feature=10 3 6 3 26 3 26 3 6 6 0 0 3 2 18 2 18
split_gain=0.033515 0.0206215 0.0173522 0.0323253 0.0661023 0.0526837 0.0342101 0.0566187 0.0535563 0.0234053 0.0188492 0.0393663 0.0324435 0.0123013 0.0143259 0.0311533 0.0167776
threshold=0.096215000000000023 0.31589000000000006 0.087575000000000028 0.091615000000000016 0.11023000000000002 0.092510000000000023 0.088325000000000028 0.089655000000000026 0.089090000000000016 0.087075000000000027 -0.077624999999999986 -0.075179999999999983 0.097595000000000029 -0.241895 -0.09404499999999999 -0.10934999999999999 -0.090899999999999995
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 6 -5 8 -8 -4 13 12 -12 -7 -1 15 -15 -16
right_child=-2 -3 3 5 -6 10 7 -9 -10 -11 11 -13 -14 14 16 -17 -18
leaf_value=0.0013502899244741897 0.0024738719911118049 -0.0020108025872288427 0.0035439317172530202 -0.0034133269826264845 0.0041660094868110065 0.0022711199241675349 -0.0010348232400685614 0.0022423893521643034 0.00034598244646647284 -0.0022279903113697928 -0.0026600198806536312 0.00018340162334807636 -0.00080583319422041085 -0.0030895921827773436 0.0016553075835123066 -0.00035301093198348454 -6.2544938573604649e-05
leaf_weight=57 54 51 77 47 54 85 214 69 161 52 59 262 56 46 58 408 1924
leaf_count=57 54 51 77 47 54 85 214 69 161 52 59 262 56 46 58 408 1924
internal_value=0 -2.35035e-05 4.19937e-06 0.000337864 0.000849497 -0.000238503 0.000504179 -0.000232893 0.00138405 -0.000137598 8.27054e-05 -0.000336671 0.00104326 -9.3667e-05 -0.00012779 -0.000632089 -1.18617e-05
internal_weight=0 3680 3629 1084 575 509 521 283 238 2545 462 321 141 2493 2436 454 1982
internal_count=3734 3680 3629 1084 575 509 521 283 238 2545 462 321 141 2493 2436 454 1982
is_linear=0
shrinkage=0.0995203


Tree=3823
num_leaves=16
num_cat=0
split_feature=10 27 8 8 21 26 9 26 5 26 18 26 26 20 8
split_gain=0.0271763 0.0126424 0.0556076 0.0165117 0.0169703 0.0136062 0.0285911 0.0209336 0.0271217 0.0194573 0.0501362 0.0131199 0.0246419 0.0128392 0.0095474
threshold=0.096215000000000023 0.083270000000000025 -0.07034 -0.089779999999999985 0.085955000000000018 0.15583500000000003 0.11351500000000002 0.11991000000000003 -0.072535000000000002 0.10924500000000002 0.089505000000000015 0.098495000000000013 0.10144500000000002 -0.0064400000000000004 -0.082654999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 7 -7 9 -9 11 -11 13 -13 -1 -5
right_child=-2 2 -4 14 -6 6 -8 8 -10 10 -12 12 -14 -15 -16
leaf_value=-0.00020708659677374624 0.0022276718273367357 -0.0016371977003576327 -0.0033773064205953008 0.0018401325130846568 0.00049547892983303548 0.0027529651401733074 -0.00050564061531287836 -0.0029429106660845304 5.0219498870798315e-06 -0.00060605596880238606 0.0028160832623893854 -0.0027475489746219242 6.5584125617499917e-06 0.00022341419715753743 8.2902903819066979e-05
leaf_weight=1198 54 86 59 53 64 54 52 54 71 85 84 49 92 1604 75
leaf_count=1198 54 86 59 53 64 54 52 54 71 85 84 49 92 1604 75
internal_value=0 -2.11644e-05 -0.000602278 -1.03874e-05 -0.000721798 3.71714e-05 0.00114668 5.86015e-07 -0.00126194 5.1561e-05 0.00109005 -7.79524e-06 -0.000944737 3.90607e-05 0.000816902
internal_weight=0 3680 337 278 150 3343 106 3237 125 3112 169 2943 141 2802 128
internal_count=3734 3680 337 278 150 3343 106 3237 125 3112 169 2943 141 2802 128
is_linear=0
shrinkage=0.0995203


Tree=3824
num_leaves=16
num_cat=0
split_feature=5 3 5 11 11 4 4 4 3 4 10 2 1 6 4
split_gain=0.00966194 0.0221445 0.022529 0.0159145 0.0182139 0.0159288 0.0488959 0.0372487 0.0326836 0.0186972 0.0243613 0.0156326 0.013212 0.0105955 0.0101476
threshold=-0.47386999999999996 0.10377500000000002 -0.5087799999999999 -0.23394000000000001 -0.08577499999999999 0.10724500000000002 0.12028000000000003 0.11474000000000002 0.12551500000000002 0.10398500000000002 0.082245000000000026 -0.076954999999999996 0.091025000000000009 -0.13578499999999999 0.13881500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 13 -2 -5 9 7 -7 -8 10 12 -1 -6 -3 -10
right_child=3 2 -4 4 5 6 8 -9 14 -11 -12 -13 -14 -15 -16
leaf_value=0.00176401540004973 0.0017854293291342438 0.00057112755064729322 -0.0028514225083317284 -0.0016567113808525628 4.4094804424275884e-05 0.00091415991799422144 -0.0023507471569211118 0.0042897355148488097 0.0011948453246863363 -0.0016913482412361162 0.0017432983156129222 -0.00039412767153680303 -0.00090972003560804867 -0.001235661001815689 -0.00053275348048830665
leaf_weight=55 53 55 57 61 2673 91 55 51 85 63 81 83 152 76 55
leaf_count=55 53 55 57 61 2673 91 55 51 85 63 81 83 152 76 55
internal_value=0 -0.00049301 -0.00119696 7.39015e-05 4.67171e-05 7.83953e-05 0.000726809 0.00213228 -0.000292465 4.52055e-06 4.15675e-05 0.00046007 -6.93573e-06 -0.000470837 0.000510299
internal_weight=0 326 188 3420 3367 3306 337 142 195 2969 2906 138 2825 131 140
internal_count=3746 326 188 3420 3367 3306 337 142 195 2969 2906 138 2825 131 140
is_linear=0
shrinkage=0.0995203


Tree=3825
num_leaves=19
num_cat=0
split_feature=6 9 9 18 6 6 26 17 1 3 2 9 4 9 19 8 8 8
split_gain=0.00926458 0.0185533 0.0386806 0.0303375 0.0194508 0.0148806 0.03062 0.0315751 0.0268653 0.0135005 0.0267945 0.0232992 0.0127233 0.0142649 0.0125744 0.0150216 0.0440217 0.0200517
threshold=0.099330000000000016 0.09091500000000001 0.088325000000000028 -0.07657499999999999 0.15086500000000005 0.092705000000000023 0.089795000000000028 0.055875000000000015 -0.078954999999999984 0.096595000000000028 -0.072624999999999981 0.11891000000000003 0.14646500000000004 -0.25326499999999996 -0.010815 -0.070649999999999991 -0.067719999999999989 -0.07594999999999999
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 -2 12 -7 8 -8 -5 -11 -12 13 -1 -15 17 -17 -16
right_child=1 3 -4 9 -6 6 7 -9 -10 10 11 -13 -14 14 15 16 -18 -19
leaf_value=0.0017353788292060435 0.0017640842002920949 0.0032757916789162922 -0.0027764664565197339 -0.00077875634283367271 -0.00068391710998140141 -0.0027249952126459664 0.00048934201093402206 0.0018759855726442195 -0.0027616745729507884 0.0026593764135911498 -0.0011497282777792144 0.0016184841937764689 -0.0012697540264778762 0.0011810853915817851 9.4887719842999446e-05 -0.0032479322330229697 -0.00016535708630522873 0.0017188558541023041
leaf_weight=49 64 46 48 62 64 61 50 53 50 59 68 54 74 90 1659 48 1068 79
leaf_count=49 64 46 48 62 64 61 50 53 50 59 68 54 74 90 1659 48 1068 79
internal_value=0 0.000437775 -0.00036443 0.000929147 0.000533688 -3.6788e-05 -0.000839232 -8.20402e-05 -0.00112798 0.000481557 0.00091779 6.88362e-05 1.89357e-05 5.10712e-05 2.27595e-05 -1.34812e-05 -0.000298675 0.000169176
internal_weight=0 465 176 289 128 3281 214 153 100 243 181 122 3067 2993 2944 2854 1116 1738
internal_count=3746 465 176 289 128 3281 214 153 100 243 181 122 3067 2993 2944 2854 1116 1738
is_linear=0
shrinkage=0.0995203


Tree=3826
num_leaves=19
num_cat=0
split_feature=17 8 3 8 8 11 4 17 4 4 3 8 3 8 17 8 3 8
split_gain=0.00806051 0.0197912 0.0141206 0.00858224 0.028475 0.0145193 0.019176 0.0653761 0.0279629 0.0297537 0.0245582 0.0123277 0.0174208 0.0171365 0.0158009 0.0243734 0.0180926 0.0171244
threshold=0.51174000000000019 -0.074504999999999988 0.096385000000000012 -0.053049999999999993 -0.046889999999999994 -0.08577499999999999 0.10739000000000003 -0.038314999999999995 0.10398500000000002 0.09777000000000001 0.11492500000000001 -0.065919999999999992 0.10057000000000002 -0.068099999999999994 0.28919000000000006 -0.082244999999999999 -0.13947499999999999 -0.069939999999999988
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 11 -5 -6 8 -8 9 -7 -9 13 -13 14 16 -16 -1 -18
right_child=1 -3 -4 4 5 6 7 10 -10 -11 -12 12 -14 -15 15 -17 17 -19
leaf_value=0.002027165858282884 0.00093938559132360569 0.0019621562050131493 -0.0013558534783591329 -0.0021807014700884631 -0.0017325455131844407 -0.00026089503046629802 0.0040075411034765172 -0.0020781692058250058 -0.0023501700529959184 0.0018188200463490596 0.00079896034438932417 0.002471620441907013 -2.6383935663199661e-05 -0.0018147346688201632 0.00024471990761141545 -0.0023131328797476505 6.4578756384339471e-05 0.0019677967488366346
leaf_weight=50 54 71 52 70 52 741 49 47 57 75 78 51 59 48 81 67 1996 48
leaf_count=50 54 71 52 70 52 741 49 47 57 75 78 51 59 48 81 67 1996 48
internal_value=0 0.000675342 -0.000178858 -1.25629e-05 -0.00023389 -0.000109144 -2.77347e-05 0.000925371 -0.000218639 -6.87414e-05 -0.000276292 9.49007e-05 0.00112434 4.50941e-05 8.52772e-05 -0.000907696 0.00015585 0.000109673
internal_weight=0 177 106 3569 1169 1099 1047 174 873 816 125 2400 110 2290 2242 148 2094 2044
internal_count=3746 177 106 3569 1169 1099 1047 174 873 816 125 2400 110 2290 2242 148 2094 2044
is_linear=0
shrinkage=0.0995203


Tree=3827
num_leaves=20
num_cat=0
split_feature=6 9 18 8 9 17 2 17 9 2 9 19 8 8 6 8 26 26 17
split_gain=0.00785783 0.0170207 0.045427 0.0306803 0.0171169 0.0190513 0.0143213 0.0356086 0.0135683 0.0759518 0.0296874 0.0170069 0.0179185 0.0356757 0.0254371 0.0196915 0.0309708 0.0175355 0.0125493
threshold=0.099330000000000016 0.09055500000000001 -0.077164999999999997 -0.081669999999999993 0.094085000000000016 0.50644500000000015 -0.072419999999999998 -0.0030799999999999998 0.11351500000000002 -0.049174999999999996 0.10706000000000003 -0.010815 -0.07106999999999998 -0.067719999999999989 0.049085000000000011 -0.077074999999999991 0.091765000000000027 0.085790000000000019 -0.00265
decision_type=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 -6 -8 10 18 11 -1 15 -14 -15 17 -17 -13 -10
right_child=1 2 4 -5 5 -7 7 -9 9 -11 -12 12 13 14 -16 16 -18 -19 -20
leaf_value=0.0014593558019066403 0.00098211272271135955 0.0036605866902476238 -0.0014160695069821744 -0.0016980143170340087 0.0015068231878688982 0.0022500224505325327 0.001321710003355403 -0.0024867754370319732 -0.00044336497225235498 -0.0040396289349200129 0.0019253502236417791 -0.00032954829258244713 -0.0025124836030881838 -2.7210282654472519e-05 -0.0014006602925849857 0.0033666622302472313 9.9348628805750916e-05 0.00029940229479304982 0.0017879855073537848
leaf_weight=73 82 48 46 87 48 57 48 49 50 52 78 788 74 843 159 46 78 991 49
leaf_count=73 82 48 46 87 48 57 48 49 50 52 78 788 74 843 159 46 78 991 49
internal_value=0 0.00040078 0.00085661 -0.000392754 0.000310604 0.000707859 9.59835e-05 -0.000593725 -3.62745e-05 -0.000957733 7.91778e-06 -4.08179e-05 -7.78542e-05 -0.000402606 -0.00024597 0.000105338 0.00131802 2.03513e-05 0.000652772
internal_weight=0 465 296 169 248 202 145 97 3281 151 3130 3052 2979 1076 1002 1903 124 1779 99
internal_count=3746 465 296 169 248 202 145 97 3281 151 3130 3052 2979 1076 1002 1903 124 1779 99
is_linear=0
shrinkage=0.0995203


Tree=3828
num_leaves=16
num_cat=0
split_feature=22 1 2 2 7 5 2 6 3 2 1 6 6 2 6
split_gain=0.0496652 0.0265838 0.0163914 0.0532117 0.0132759 0.0164644 0.0298728 0.0246174 0.0226954 0.0129868 0.0111597 0.0110646 0.0164832 0.0120017 0.00849564
threshold=0.13160500000000006 0.62198500000000012 -0.086169999999999983 -0.086554999999999993 -0.10984999999999999 -0.42170999999999997 0.08814000000000001 -0.14723999999999998 0.10997000000000003 -0.08569499999999998 0.2705800000000001 0.097935000000000022 0.08866000000000003 -0.087075 0.11056500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 -4 6 7 -6 -8 -7 -11 12 13 -1 -13
right_child=-2 -3 4 -5 5 9 8 -9 -10 10 -12 14 -14 -15 -16
leaf_value=-4.0313701435147045e-05 -0.0029963292580695213 0.0018969225774372589 -0.0014988163674004354 -0.0031808454031051424 -0.0016738967475619713 0.0014665903906799719 0.00053835049055800583 0.00085533693544497511 0.0034699561300020262 1.7490850310473793e-05 -0.0014170681925175887 0.0017552119809096961 -0.0016060658402952961 -0.0016764213457424891 -8.5180852449013715e-05
leaf_weight=611 56 71 52 64 57 60 49 115 58 2263 55 47 89 48 51
leaf_count=611 56 71 52 64 57 60 49 115 58 2263 55 47 89 48 51
internal_value=0 -9.88981e-06 -4.75252e-05 -0.000413098 7.49749e-05 0.000106084 0.000829416 1.2401e-05 0.0021351 2.0874e-05 -1.61943e-05 -0.00020275 -0.000333793 -0.000160726 0.000789104
internal_weight=0 3690 3619 910 2709 2657 279 172 107 2378 2318 846 748 659 98
internal_count=3746 3690 3619 910 2709 2657 279 172 107 2378 2318 846 748 659 98
is_linear=0
shrinkage=0.0995203


Tree=3829
num_leaves=14
num_cat=0
split_feature=10 2 23 4 9 9 2 2 8 5 2 4 21
split_gain=0.0448182 0.0280014 0.0133987 0.0132703 0.0261014 0.0538354 0.0166407 0.0388442 0.0153106 0.0150012 0.0182659 0.0145 0.0071532
threshold=0.093790000000000026 0.50951500000000005 1.0000000180025095e-35 0.10300500000000003 0.11351500000000002 0.095415000000000014 -0.086169999999999983 -0.086440000000000003 -0.090440000000000006 -0.50126999999999999 0.084895000000000012 0.085590000000000013 0.091135000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 8 7 11 -5 12 -11 -1 -8
right_child=-2 -3 -4 4 -6 -7 9 -9 -10 10 -12 -13 -14
leaf_value=-0.00015506029587424182 -0.0026398257769663352 0.0022673771791367602 -0.001511708670668735 0.0010539275279659146 -0.0016766964825242147 0.0035849763262535742 0.0021040691077586788 -0.0030993788372337145 -0.00012872027481754814 8.3040191541376528e-05 -0.00088417263623198031 -0.0016967199715881823 0.00035108809106475052
leaf_weight=638 65 53 60 168 53 55 49 53 303 1921 215 67 46
leaf_count=638 65 53 60 168 53 55 49 53 303 1921 215 67 46
internal_value=0 -3.36007e-06 -3.6758e-05 -1.17256e-05 0.00042409 0.000637322 -9.64213e-05 -0.000499358 0.000291378 4.01126e-05 -1.39318e-05 -0.000302734 0.00126387
internal_weight=0 3681 3628 3568 579 526 2989 758 471 2231 2136 705 95
internal_count=3746 3681 3628 3568 579 526 2989 758 471 2231 2136 705 95
is_linear=0
shrinkage=0.0995203


Tree=3830
num_leaves=14
num_cat=0
split_feature=10 2 9 9 8 5 1 21 21 9 26 26 26
split_gain=0.0363407 0.0227059 0.0115853 0.0222806 0.0741976 0.0197702 0.0186388 0.0236695 0.0216995 0.0152642 0.0179492 0.0409731 0.0348448
threshold=0.093790000000000026 0.50951500000000005 0.088085000000000011 0.08888500000000002 -0.083804999999999991 -0.54623499999999992 0.44303500000000012 0.13118000000000005 0.10046500000000001 0.087695000000000009 0.088435000000000027 0.087495000000000031 0.089005000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 7 8 -5 10 11 -7 -12
right_child=-2 -3 3 6 -6 9 -8 -9 -10 -11 12 -13 -14
leaf_value=0.001667707565357363 -0.002377109854954919 0.0020417276236219736 0.0036468765905711435 -0.0001230501339592139 -0.0008351348321619888 -0.00017848284083238613 0.0018629937232922879 -0.0017175409468915919 0.00088494024615285761 -0.0016376619101503317 0.002903849657066145 -0.0021690138659990897 1.4118480003515487e-05
leaf_weight=55 65 53 71 1061 75 1514 54 77 264 75 51 110 221
leaf_count=55 65 53 71 1061 75 1514 54 77 264 75 51 110 221
internal_value=0 -3.02566e-06 -3.31223e-05 0.0001666 0.00133887 -0.000191451 4.84893e-05 -2.0815e-05 7.71694e-05 -0.000243746 -0.000188175 -0.000313814 0.000558953
internal_weight=0 3681 3628 1602 146 2026 1456 1402 1325 1971 1896 1624 272
internal_count=3746 3681 3628 1602 146 2026 1456 1402 1325 1971 1896 1624 272
is_linear=0
shrinkage=0.0995203


Tree=3831
num_leaves=12
num_cat=0
split_feature=10 1 10 2 2 7 6 6 8 6 2
split_gain=0.0300932 0.018291 0.0111937 0.014236 0.0321289 0.012121 0.0111114 0.0243254 0.0237608 0.0104769 0.0093054
threshold=0.090150000000000022 0.62198500000000012 0.085705000000000017 -0.086169999999999983 -0.086554999999999993 -0.068034999999999998 0.089165000000000022 0.085955000000000018 -0.080835000000000004 -0.46885499999999997 -0.08569499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 7 -1 -8 -7 -11
right_child=-2 -3 -4 5 -6 9 8 -9 -10 10 -12
leaf_value=-0.00019705182574986189 -0.0018801596253123498 0.0015850042231234107 0.0011430069448954202 -0.0011951793644749782 -0.0025503316813555443 0.0014731152905256195 0.0016348068534416981 -0.0021985015145814706 -0.00078285756734188688 0.0012737920357500821 2.9330740458309046e-05
leaf_weight=480 86 71 79 75 65 53 85 69 76 61 2546
leaf_count=480 86 71 79 75 65 53 85 69 76 61 2546
internal_value=0 3.02056e-06 -2.80472e-05 -5.46375e-05 -0.000431263 5.17853e-05 -0.000236111 -0.000450091 0.000488465 8.72518e-05 5.87634e-05
internal_weight=0 3660 3589 3510 775 2735 710 549 161 2660 2607
internal_count=3746 3660 3589 3510 775 2735 710 549 161 2660 2607
is_linear=0
shrinkage=0.0995203


Tree=3832
num_leaves=19
num_cat=0
split_feature=29 6 0 6 20 4 20 4 9 8 8 35 6 9 9 2 4 17
split_gain=0.0501663 0.018914 0.0156735 0.0274223 0.0526133 0.0342742 0.0316633 0.0307101 0.0204014 0.0261099 0.0316437 0.0262864 0.0267799 0.0231712 0.0196386 0.020911 0.0187621 0.0137022
threshold=0.12737000000000004 0.23663500000000004 -0.14075499999999999 -0.083069999999999991 -0.048779999999999997 0.11230000000000002 -0.009049999999999999 0.086380000000000026 0.08709500000000002 -0.086304999999999993 -0.086914999999999992 -0.079774999999999999 0.089725000000000013 0.087495000000000031 0.087885000000000019 -0.06717999999999999 0.079660000000000022 -0.019465
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 7 -1 9 10 17 -11 -13 -10 -15 -16 -6 -4
right_child=-2 -3 8 4 16 -7 -8 -9 13 11 -12 12 -14 14 15 -17 -18 -19
leaf_value=0.00028651821263900323 -0.0031861119143765013 -0.0019227372970594325 -0.00052971672413108675 0.0031750837959731554 0.00095905509055437075 -0.0031508752602990285 0.0009022295702539756 -0.0030922053774967875 -0.0019651361458909171 -0.0012417401093417725 -0.0024178157112358174 0.0011353643778842012 -0.00062692141350165686 0.0015274087740376561 -0.00026847100131980798 0.00070630498419285107 -0.0014344690843589609 0.0004926025712662824
leaf_weight=46 49 49 202 50 50 65 87 62 64 60 53 682 97 76 1341 260 91 362
leaf_count=46 49 49 202 50 50 65 87 62 64 60 53 682 97 76 1341 260 91 362
internal_value=0 1.91404e-05 4.54481e-05 -0.00050342 0.000398798 -0.00116935 -0.000504645 -0.00164554 0.000123133 0.000398161 -9.20989e-05 0.000759673 0.000914876 -0.000106403 -3.49791e-05 -0.000109658 -0.000579896 0.000125001
internal_weight=0 3697 3648 451 191 260 195 108 3197 1456 617 839 779 1741 1677 1601 141 564
internal_count=3746 3697 3648 451 191 260 195 108 3197 1456 617 839 779 1741 1677 1601 141 564
is_linear=0
shrinkage=0.0995203


Tree=3833
num_leaves=26
num_cat=0
split_feature=23 26 0 0 2 0 26 26 2 27 18 2 26 18 20 18 2 0 0 19 21 26 6 2 2
split_gain=0.0448371 0.0135978 0.0215218 0.0480786 0.0641722 0.0427235 0.0384916 0.0375852 0.03102 0.0206682 0.0198672 0.0226952 0.0368169 0.0275328 0.0187688 0.0338767 0.0186415 0.0845388 0.0450121 0.0186008 0.0380173 0.0318522 0.0277923 0.0497153 0.0162518
threshold=-0.067739999999999995 0.095385000000000011 -0.088594999999999993 -0.086304999999999993 -0.084979999999999986 -0.085754999999999984 0.090385000000000021 0.087825000000000028 -0.082174999999999984 0.090860000000000024 0.089365000000000014 -0.082234999999999989 0.084785000000000013 0.0089800000000000036 -0.053499999999999999 0.10786500000000003 -0.086849999999999997 -0.084964999999999999 -0.084894999999999984 0.0069650000000000016 0.098250000000000018 0.12043500000000003 0.092120000000000021 -0.082830000000000001 -0.078244999999999995
decision_type=2 2 2 2 2 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 10 8 -6 19 11 12 -2 -13 15 -12 18 -18 -7 20 22 -21 23 -3 -24
right_child=1 9 3 5 7 16 -8 -9 -10 -11 14 13 -14 -15 -16 -17 17 -19 -20 21 -22 -23 24 -25 -26
leaf_value=-0.0029511543574672746 -0.0001990369459335197 0.00084874735186577486 0.0043461900523297965 -0.0023900488284607948 -0.002299933042207367 -0.0032100015640544773 -0.0026490385740348299 0.0027519008743639205 0.0010587024435550335 0.0013277664189551798 0.0036310103567431559 -0.00044342752181661014 0.0025372612803368183 -0.0029410791742070083 -0.00030147486286223807 -2.1263962004828469e-07 0.0045422312334951883 0.00027103510525650087 2.9529980375783408e-05 -0.0036600646700443336 0.0015738886965457194 0 0.0013224558240236819 -0.0024898549970806191 -0.00044331731855385309
leaf_weight=51 202 62 64 64 49 47 62 55 61 65 49 512 64 48 77 52 48 1069 437 47 89 47 69 151 205
leaf_count=51 202 62 64 64 49 47 62 55 61 65 49 512 64 48 77 52 48 1069 437 47 89 47 69 151 205
internal_value=0 1.98652e-05 0.000115209 0.00031672 0.00166906 0.000130231 -0.000242053 0.000625689 -0.000429975 -0.000362992 -9.25993e-05 -0.000298845 0.000456243 -0.000658974 0.000859875 0.00175337 0.000231491 0.000455311 -0.000283362 -0.000528243 -0.000314693 -0.0018281 -0.000661515 -0.00151421 0
internal_weight=0 3695 2960 1894 229 1665 1066 165 110 735 1004 826 266 560 178 101 1601 1117 484 670 576 94 487 213 274
internal_count=3746 3695 2960 1894 229 1665 1066 165 110 735 1004 826 266 560 178 101 1601 1117 484 670 576 94 487 213 274
is_linear=0
shrinkage=0.0995203


Tree=3834
num_leaves=27
num_cat=0
split_feature=23 3 8 18 18 8 4 17 0 17 26 26 26 1 17 3 0 21 21 8 17 19 1 0 0 0
split_gain=0.0363567 0.016003 0.0252642 0.0500151 0.136944 0.0538626 0.0467924 0.0411397 0.0508179 0.0343981 0.0262431 0.0548826 0.0429472 0.0447567 0.023279 0.0177778 0.0160695 0.0120522 0.0342645 0.0335669 0.0233036 0.0202535 0.0165967 0.0154118 0.0667134 0.0315994
threshold=-0.067739999999999995 0.087445000000000023 -0.085764999999999994 -0.017129999999999996 -0.087724999999999984 -0.081534999999999982 0.079660000000000022 -0.089699999999999988 -0.093765000000000001 -0.000475 0.085855000000000029 0.084535000000000013 0.088685000000000028 -0.082344999999999988 -0.085229999999999986 0.087745000000000031 -0.088484999999999994 0.084670000000000009 0.088880000000000028 -0.084184999999999996 -0.54192999999999991 0.11183000000000003 -0.029404999999999997 -0.083694999999999992 -0.084759999999999988 -0.08269
decision_type=2 2 2 2 2 2 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 5 -4 -7 -5 -9 -10 11 14 13 -12 -2 -3 -16 21 19 -19 -20 23 -22 24 -17 -25
right_child=1 15 3 7 -6 6 -8 8 9 -11 12 -13 -14 -15 16 17 -18 18 20 -21 22 -23 -24 25 -26 -27
leaf_value=-0.0026574550496215547 0.0018098794812970559 -0.0016452272756902078 -0.001900492858921262 -0.0023929437754128158 0.0060159122798306274 0.0033412009809817419 -0.00015275088498911544 0.0031935728175431725 0.001218989635731671 -0.0014329805015611079 0.00017852280251818737 -0.0030277963875133249 -0.0010528132895887953 0.0041805985874739746 -0.0012986625915256877 -0.00036672727951898761 0.00087276907210340074 0.0038979357824578068 -0.0017034425655525977 0.00039098122756761546 0.0011417686972389847 0.0016398989860420485 -5.1159405847622466e-05 0.0021473262975055026 -0.0041992617204747546 -0.00024436632276282903
leaf_weight=51 55 73 61 61 59 76 75 54 87 109 63 79 80 50 102 388 50 46 74 67 137 54 730 58 51 956
leaf_count=51 55 73 61 61 59 76 75 54 87 109 63 79 80 50 102 388 50 46 74 67 137 54 730 58 51 956
internal_value=0 1.7871e-05 0.000344391 0.000785234 0.00177367 0.000589187 0.00160037 -7.34429e-05 0.000489241 -0.000251654 -0.000189538 -0.000796011 0.000704932 0.0019566 5.17792e-05 -0.000113344 -0.00057899 -6.93583e-05 0.000188351 0.00182584 -7.4164e-06 -0.000250144 0.000136398 -0.00032095 -0.00081383 -0.000106756
internal_weight=0 3695 1061 582 271 212 151 311 250 196 479 286 193 113 207 2634 152 2561 1054 113 941 1507 867 1453 439 1014
internal_count=3746 3695 1061 582 271 212 151 311 250 196 479 286 193 113 207 2634 152 2561 1054 113 941 1507 867 1453 439 1014
is_linear=0
shrinkage=0.0995203


Tree=3835
num_leaves=23
num_cat=0
split_feature=4 0 9 20 8 0 6 17 6 2 4 0 21 4 4 17 17 6 1 17 2 5
split_gain=0.0311306 0.0132667 0.0155251 0.0206914 0.0221837 0.0281781 0.0463367 0.0252091 0.0227879 0.0294893 0.0195472 0.015284 0.0366715 0.016006 0.0556715 0.0282844 0.0148593 0.0256608 0.0282652 0.0200048 0.0462535 0.0196204
threshold=0.15028500000000003 -0.14680499999999999 0.08709500000000002 -0.14878999999999998 -0.086304999999999993 -0.087184999999999999 -0.090715000000000004 -0.0092949999999999994 0.089725000000000013 -0.088385000000000005 0.11670500000000002 -0.23998999999999998 0.099685000000000024 0.079660000000000022 0.08544000000000003 -0.079754999999999993 1.0000000180025095e-35 -0.091244999999999993 -0.081224999999999992 -0.095109999999999986 -0.079739999999999991 0.0043900000000000015
decision_type=2 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 6 -5 -7 9 -6 16 -1 13 -13 -15 -16 19 -18 -19 21 -21 -4
right_child=-2 2 10 4 8 7 -8 -9 -10 -11 -12 12 -14 14 15 -17 17 18 -20 20 -22 -23
leaf_value=0.00076267467215526143 -0.0020956637670181359 -0.0013310788265211452 0.0018673624070815774 -0.00085203060480778159 -0.00063634675785808736 0.0001066402715670165 0.0015312853053599826 -0.0018453021797121935 -0.0007738678179451603 0.0011643154472603756 0.0016099775926634134 0.0011435337303848314 -0.0032625586602930113 -0.0037781567428486333 -0.001768692496823668 0.00093938394696629825 0.001868281142770645 0.0020076950552962861 -0.00027564195684838517 -0.0015937902817012527 0.00029462082292061815 -0.00017006428885088125
leaf_weight=75 70 71 52 137 104 135 196 126 88 648 63 56 51 47 56 120 80 60 510 319 214 468
leaf_count=75 70 71 52 137 104 135 196 126 88 648 63 56 51 47 56 120 80 60 510 319 214 468
internal_value=0 2.28603e-05 8.95998e-05 0.000324602 0.000407148 -5.70527e-05 0.000548304 -0.00083254 0.000736379 0.000914199 -0.000110207 -0.000514142 -0.000806809 -0.000354974 -0.000734952 7.30717e-05 -0.000174324 0.000198995 -3.38544e-05 -0.000405545 -0.000834056 3.21043e-05
internal_weight=0 3676 3271 1505 1434 594 333 261 840 752 1766 405 330 279 223 176 1703 650 570 1053 533 520
internal_count=3746 3676 3271 1505 1434 594 333 261 840 752 1766 405 330 279 223 176 1703 650 570 1053 533 520
is_linear=0
shrinkage=0.0995203


Tree=3836
num_leaves=9
num_cat=0
split_feature=17 2 2 22 1 1 4 1
split_gain=0.0143136 0.0102257 0.0180198 0.00991835 0.009352 0.0104622 0.00951124 0.00737793
threshold=-0.56655999999999984 -0.241895 -0.19220999999999999 0.11738500000000003 -0.50597999999999999 -0.36347499999999994 0.084755000000000025 -0.085739999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 6 -6 -4 -7
right_child=1 2 3 -5 5 7 -8 -9
leaf_value=-0.0014242845602824624 0.0013824054860331063 -0.0016916142822622441 0.00014611956313768335 -0.0010320714715487066 0.0013008562578428237 -0.00031163792555736407 -0.0017119958704808495 9.1737161206914401e-05
leaf_weight=73 51 64 48 91 65 537 61 2734
leaf_count=73 51 64 48 91 65 537 61 2734
internal_value=0 -1.65059e-05 -3.65512e-05 -6.36382e-06 2.04927e-05 5.03644e-05 -0.000886233 2.52648e-05
internal_weight=0 3651 3600 3536 3445 3336 109 3271
internal_count=3724 3651 3600 3536 3445 3336 109 3271
is_linear=0
shrinkage=0.0995203


Tree=3837
num_leaves=13
num_cat=0
split_feature=17 26 29 2 26 2 2 17 26 17 17 17
split_gain=0.0116061 0.00850144 0.018492 0.00971758 0.0163214 0.00911955 0.015597 0.00797113 0.0194198 0.0113198 0.0334438 0.0174277
threshold=-0.56655999999999984 -0.10954 -0.0086300000000000005 -0.082644999999999982 -0.22971 -0.241895 -0.19220999999999999 -0.53166999999999998 0.090845000000000023 -0.093784999999999993 -0.10071499999999999 -0.084209999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -3 -7 8 -8 10 -9 -11
right_child=1 5 3 -5 -6 6 7 9 -10 11 -12 -13
leaf_value=-0.0012825394529741689 0.0022717017930796789 0.0013174841508294993 -0.00043244894302624497 -0.0010400178132279033 0.0015140532213757186 -0.0016419053841904305 0.0018958754967955825 -0.00024569053205879076 -0.00064079012434680989 0.0010645210390846358 -0.0029797370668262048 -4.8680189969506639e-05
leaf_weight=73 49 47 88 53 82 62 66 594 54 148 48 2360
leaf_count=73 49 47 88 53 82 62 66 594 54 148 48 2360
internal_value=0 -1.48409e-05 0.000520113 0.000131563 0.000501637 -5.81455e-05 -7.77953e-05 -4.78891e-05 0.000747554 -7.84516e-05 -0.000451381 1.66847e-05
internal_weight=0 3651 272 223 170 3379 3332 3270 120 3150 642 2508
internal_count=3724 3651 272 223 170 3379 3332 3270 120 3150 642 2508
is_linear=0
shrinkage=0.0995203


Tree=3838
num_leaves=23
num_cat=0
split_feature=26 29 9 8 4 3 3 18 9 3 3 3 0 0 3 26 18 18 18 6 3 6
split_gain=0.00745469 0.0150664 0.0105643 0.00835522 0.0197557 0.0189631 0.0436532 0.0313913 0.0414133 0.009904 0.0220283 0.0248169 0.0210214 0.0201181 0.0198911 0.016729 0.0158281 0.0630131 0.0261584 0.0212357 0.0165377 0.00798821
threshold=-0.10954 -0.0086300000000000005 0.099330000000000016 1.0000000180025095e-35 0.10801000000000002 0.10502000000000002 0.11360500000000003 -0.08428999999999999 0.095285000000000022 0.087570000000000023 0.086965000000000028 0.08666500000000002 -0.14574499999999999 -0.086589999999999986 0.087825000000000028 0.08919500000000001 0.089505000000000015 0.091330000000000008 0.077940000000000023 -0.09416999999999999 0.088285000000000016 -0.067359999999999989
decision_type=2 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 21 9 5 7 -7 -5 -9 10 11 12 -2 -12 -11 -14 18 -18 20 -19 -16 -3
right_child=3 2 -4 4 -6 6 -8 8 -10 14 13 -13 15 -15 16 -17 17 19 -20 -21 -22 -23
leaf_value=0.0020456214247245533 0.0014044826002463805 -0.0011062587683270211 0.0011430535102237333 -0.0031181158874576775 -0.0023290427736179036 0.0025814117851069964 -0.0011950384407285492 0.0012603630273885441 -0.0024442730758365457 0.0019316272384943057 2.5988299785841265e-05 0.0020622875137584996 -0.00058916983942596001 -0.0026358039812700638 -0.0014896783650020049 0.00075198014942988607 0.0039985130068860087 0.0018742655879949563 -0.0024000348158579438 -8.8204336256906784e-05 3.6029416537955119e-05 0.00031729009660413026
leaf_weight=49 70 72 69 46 52 62 59 82 47 57 46 49 644 70 74 107 47 63 48 406 1421 84
leaf_count=49 70 72 69 46 52 62 59 82 47 57 46 49 644 70 74 107 47 63 48 406 1421 84
internal_value=0 0.000463236 0.000114989 -7.58681e-05 -0.000538371 -0.000221028 0.000733237 -0.000885512 -8.30426e-05 -2.3718e-05 -0.000284435 -0.000111657 -0.000242402 -0.00157321 9.73822e-05 -0.000396997 4.62065e-05 0.00052364 -0.000112923 0.000173666 -3.8943e-05 -0.000334485
internal_weight=0 274 225 3450 348 296 121 175 129 3102 986 870 821 116 2116 751 2059 516 1543 469 1495 156
internal_count=3724 274 225 3450 348 296 121 175 129 3102 986 870 821 116 2116 751 2059 516 1543 469 1495 156
is_linear=0
shrinkage=0.0995203


Tree=3839
num_leaves=11
num_cat=0
split_feature=17 23 0 8 8 2 2 26 2 21
split_gain=0.0098546 0.0060358 0.011148 0.0105758 0.0181272 0.0118889 0.0177829 0.00655314 0.011461 0.00872255
threshold=-0.56655999999999984 -0.022119999999999997 -0.066264999999999991 -0.42441999999999996 -0.51030999999999993 0.31326500000000007 0.13398000000000002 -0.10954 -0.043929999999999997 0.13765500000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 8 -5 -9
right_child=1 3 -4 5 -6 -7 -8 9 -10 -11
leaf_value=-0.0011773114657158406 -0.00019412546366702119 0.00011348141687032645 0.0017965019682250839 0.00015786602799291928 -0.0022638233738002363 0.001494522378627589 -0.0016394064635463226 -5.7869060483669015e-05 0.0018108225675579246 0.0010430176221554982
leaf_weight=73 60 72 51 214 56 52 66 2955 52 73
leaf_count=73 60 72 51 214 56 52 66 2955 52 73
internal_value=0 -9.19631e-06 0.000713113 -3.20762e-05 -0.000920194 1.00129e-06 -2.18691e-05 1.02921e-05 0.000484078 -3.10582e-05
internal_weight=0 3651 111 3540 128 3412 3360 3294 266 3028
internal_count=3724 3651 111 3540 128 3412 3360 3294 266 3028
is_linear=0
shrinkage=0.0995203


Tree=3840
num_leaves=25
num_cat=0
split_feature=4 9 3 3 18 9 5 0 3 0 0 3 9 9 3 18 9 3 9 4 10 0 21 0
split_gain=0.0466884 0.0217092 0.0223059 0.0406633 0.104473 0.0479262 0.0319493 0.0785565 0.0298389 0.0336167 0.0983264 0.0281575 0.0273263 0.0268555 0.0235535 0.0211348 0.0170794 0.0166307 0.0427125 0.00896866 0.0230988 0.0102627 0.0207578 0.0163457
threshold=0.15615500000000004 0.086375000000000021 0.086850000000000024 0.084735000000000019 0.087065000000000017 0.084795000000000023 -0.011514999999999999 -0.084834999999999994 0.087625000000000022 -0.081674999999999984 -0.085794999999999996 0.093715000000000021 0.085465000000000027 -0.063329999999999984 0.12131500000000002 -0.01205 0.083715000000000026 0.086015000000000022 0.091690000000000021 0.10801000000000002 0.086275000000000018 -0.071029999999999996 0.089350000000000027 -0.073464999999999989
decision_type=2 2 2 2 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 6 15 -8 -4 10 14 -11 16 -13 -10 -1 -5 18 -3 20 21 23 -23 -19
right_child=-2 17 8 4 -6 -7 7 -9 9 11 -12 13 -14 -15 -16 -17 -18 19 -20 -21 -22 22 -24 -25
leaf_value=0.0019476222914149722 0.0029169718308106702 0.0035922375197274597 0.0016564319030991422 -0.0017712380912782613 -0.0057098246160381481 0.0023863726252342423 -0.0040002070674289066 0.00024032240176605522 0.00011450842159121071 0.0026564498196959361 -0.0043914100312177073 0.0013197399438072655 -0.0029301089992664346 -0.00071278182561070784 -0.0015452937207905669 -0.0003405499147059625 0.00024622997279821963 3.7344085154947316e-05 -0.00034852506216488454 -0.001163154011376634 0.0019573520669111059 -0.0010065996118971575 0.0003857335164319021 0.0015259271407460295
leaf_weight=51 50 46 89 58 53 61 77 98 389 53 64 111 50 153 108 184 145 1178 66 62 61 256 180 78
leaf_count=51 50 46 89 58 53 61 77 98 389 53 64 111 50 153 108 184 145 1178 66 62 61 256 180 78
internal_value=0 -0.00014421 -0.000398689 -0.00079586 -0.00168946 -0.000213569 -0.000602386 -0.00162083 -7.87086e-05 -0.000255527 -0.00071907 0.000562232 -0.000844008 0.0001387 -0.000244526 0.000152549 -0.000326157 8.56763e-05 0.00126269 1.25938e-05 5.46446e-05 -1.3468e-05 -0.000429906 0.00013044
internal_weight=0 3671 1744 777 306 471 410 175 967 878 561 317 253 264 497 235 203 1927 112 1815 1753 1692 436 1256
internal_count=3721 3671 1744 777 306 471 410 175 967 878 561 317 253 264 497 235 203 1927 112 1815 1753 1692 436 1256
is_linear=0
shrinkage=0.0995203


Tree=3841
num_leaves=24
num_cat=0
split_feature=4 3 2 18 18 6 18 3 1 1 26 26 21 4 6 26 21 26 17 26 2 17 18
split_gain=0.0378576 0.0142097 0.078775 0.0368121 0.026975 0.0815295 0.033268 0.0259586 0.0105946 0.0215962 0.0154344 0.0362634 0.0244106 0.0216147 0.0487259 0.0296716 0.0138444 0.011267 0.010693 0.0379729 0.0412429 0.0338283 0.0145981
threshold=0.15615500000000004 0.085965000000000028 0.091030000000000014 -0.096219999999999986 -0.022504999999999997 0.08463500000000003 -0.011569999999999999 0.084735000000000019 -0.021369999999999997 -0.012865 0.08494500000000002 0.086255000000000012 0.087785000000000016 0.086380000000000026 -0.095814999999999997 -0.0083299999999999989 -0.064794999999999991 0.083705000000000016 0.26760500000000004 0.090385000000000021 -0.071629999999999985 0.10932500000000002 -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
left_child=1 2 3 -1 5 -5 -6 -8 16 17 13 -12 -13 15 -15 -11 -3 -10 21 -20 -21 22 -18
right_child=-2 8 -4 4 6 -7 7 -9 9 10 11 12 -14 14 -16 -17 18 -19 19 20 -22 -23 -24
leaf_value=0.0016994616631598332 0.002626674512212328 0.0017153559175179527 -0.0040022438707371585 0.00042917605389590426 0.0017149273718785297 -0.0044696638920439374 -5.5905992174444316e-05 -0.0018638348724502672 -0.0026073721871419935 -9.0341696953002805e-05 -0.0027633915908020132 -0.0011243432739260928 0.00029627742058300929 0.00061788764539531858 -0.0017597139259822518 0.0016097063219978613 -0.00045634545780092974 -0.00062712174259327877 -0.0030091526596118115 -0.0014526477442048265 0.0019869968838516277 0.0025171150622514704 0.00032663358763742738
leaf_weight=87 50 55 59 76 80 60 327 104 52 221 62 187 332 203 147 187 337 66 48 70 68 60 783
leaf_count=87 50 55 59 76 80 60 327 104 52 221 62 187 332 203 147 187 337 66 48 70 68 60 783
internal_value=0 -0.000129792 -0.00050286 -0.000220459 -0.00047989 -0.00172606 -0.000146626 -0.000494057 -2.67128e-05 -0.00021553 -0.000101132 -0.000487467 -0.000214007 0.000193911 -0.000378366 0.000686841 0.000166311 -0.00150671 0.000103342 -0.000596822 0.000236318 0.000214401 9.03099e-05
internal_weight=0 3671 793 734 647 136 511 431 2878 1457 1339 581 519 758 350 408 1421 118 1366 186 138 1180 1120
internal_count=3721 3671 793 734 647 136 511 431 2878 1457 1339 581 519 758 350 408 1421 118 1366 186 138 1180 1120
is_linear=0
shrinkage=0.0995203


Tree=3842
num_leaves=30
num_cat=0
split_feature=23 9 9 26 26 6 26 2 5 3 5 6 2 1 18 3 9 9 9 26 26 6 9 9 21 26 9 9 21
split_gain=0.0341962 0.0165249 0.0952982 0.0196268 0.112612 0.0185327 0.0491587 0.0398875 0.0476818 0.0334018 0.0268817 0.0239678 0.017068 0.015356 0.0312357 0.0162629 0.0132437 0.0140722 0.0555404 0.0386422 0.0343432 0.0237796 0.0126329 0.0533682 0.0261273 0.0258799 0.0289473 0.0117419 0.0107237
threshold=-0.068919999999999995 0.083925000000000013 0.083715000000000026 0.08401500000000002 0.056820000000000016 -0.0048649999999999995 0.086580000000000032 0.10166000000000001 -0.081415000000000001 0.10871500000000002 -0.056974999999999998 -0.03252 1.0000000180025095e-35 0.41897000000000012 0.089365000000000014 0.12015500000000003 0.084155000000000021 0.085335000000000022 0.086375000000000021 0.087865000000000013 0.087625000000000022 0.085120000000000015 0.09550500000000002 0.093425000000000022 0.095375000000000029 -0.054024999999999997 0.098465000000000011 0.087695000000000009 0.10645500000000004
decision_type=2 2 2 2 2 2 2 2 2 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 22 10 7 8 -7 -9 13 12 -12 14 -2 -15 -5 19 20 21 -19 -18 23 24 -3 28 -27 -20 -24
right_child=1 3 -4 16 -6 6 -8 9 -10 -11 11 -13 -14 15 -16 -17 17 18 27 -21 -22 -23 25 -25 -26 26 -28 -29 -30
leaf_value=0.0025833128678697261 -0.0017000759684376253 -0.00086142787046312769 -0.0044728623836387113 -0.0017990711545630936 0.0045029401980425949 0.00079192422509073344 0.0017842367642688355 0.0022036987221316089 -0.0026127989088624518 -0.0011339689558091607 0.0010366612398871524 0.0025321580508443722 -0.00097855201262981271 0.00153960118581823 0.00052225030986505574 -0.0005073865932406894 0.00085531418506812958 -0.00080382372369609812 0.00070502807500326208 0.0030709575029981544 -0.00368305313034924 -0.001229254319525972 -0.00013219261936486804 0.0034099131881760452 0.0017373418385381214 -0.0034347000386653289 -0.00033553490396794061 -0.00011089509559885166 0.0015945465742041036
leaf_weight=47 163 145 55 46 63 51 65 52 196 69 118 67 64 69 101 86 134 114 204 50 65 91 99 52 52 46 87 1215 55
leaf_count=47 163 145 55 46 63 51 65 52 196 69 118 67 64 69 101 86 134 114 204 50 65 91 99 52 52 46 87 1215 55
internal_value=0 -0.000117682 -0.000429223 2.50196e-05 0.000522608 -0.000226481 -0.000733855 -0.00118085 -0.00190649 0.000293635 0.000101176 0.000921098 0.000323517 -0.000384127 -0.000846767 0.000398572 -0.000129872 -8.84401e-05 -0.000201981 0.000568356 -0.00185393 8.58361e-06 5.32431e-05 0.000573295 -0.000171302 -0.000395099 -0.00141358 5.82776e-06 0.000479184
internal_weight=0 3674 1156 2518 599 1101 433 368 247 121 668 249 182 419 264 155 1919 1873 1598 275 179 225 536 249 197 287 133 1419 154
internal_count=3721 3674 1156 2518 599 1101 433 368 247 121 668 249 182 419 264 155 1919 1873 1598 275 179 225 536 249 197 287 133 1419 154
is_linear=0
shrinkage=0.0995203


Tree=3843
num_leaves=25
num_cat=0
split_feature=4 0 0 17 18 18 3 17 18 18 3 3 3 20 18 2 0 6 17 20 0 8 6 6
split_gain=0.0297667 0.0140723 0.0479806 0.0208164 0.0553881 0.0276212 0.0965329 0.0252501 0.0201526 0.0193811 0.0253572 0.0307435 0.0259764 0.0581414 0.0248824 0.0192944 0.06838 0.0601782 0.0190381 0.0150458 0.0182241 0.016442 0.0139763 0.00785499
threshold=0.15615500000000004 -0.082794999999999994 -0.083514999999999992 -0.038314999999999995 -0.088579999999999992 0.089020000000000016 0.094685000000000033 -0.022884999999999999 1.0000000180025095e-35 0.10698500000000001 0.12131500000000002 0.13977500000000004 0.099950000000000025 -0.060199999999999997 0.095920000000000019 -0.082275000000000001 -0.08176499999999999 0.086420000000000011 -0.24445500000000001 -0.081424999999999984 -0.069955000000000003 -0.082739999999999994 -0.074054999999999996 -0.092034999999999992
decision_type=2 2 2 2 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 -5 8 -7 -6 19 10 12 -12 14 -14 -1 17 -17 -9 -8 20 -3 -21 23 -11
right_child=-2 3 -4 4 7 6 18 15 -10 22 11 -13 13 -15 -16 16 -18 -19 -20 21 -22 -23 -24 -25
leaf_value=-0.00031545227867224606 0.0023361169632679668 0.0023341232172710892 -0.0028367252793880197 0.0037710274866007598 0.0024923009734609146 -0.0047516872748653858 -0.001075689089442717 0.00050647978621930082 0.0017489249811562277 0.00087037868190552119 -0.0032921809676018984 -3.4939358675877802e-05 -0.00091758785427399853 0.0018335624786320092 -0.0026544751723751423 0.0037673209564454226 4.4429726799530286e-05 -0.0033283553735777788 0.0016473816073257507 -0.0016764711399714937 -0.00015856342691304825 -0.00013350372591406306 0.0016849267085139745 -0.00092069571026564862
leaf_weight=1158 50 50 71 47 47 56 47 120 61 47 60 56 136 172 47 54 519 61 55 79 68 523 87 50
leaf_count=1158 50 50 71 47 47 56 47 120 61 47 60 56 136 172 47 54 519 61 55 79 68 523 87 50
internal_value=0 -0.000108093 -0.000297963 9.16263e-05 0.000449381 -0.000230586 -0.00143067 0.000253455 1.11491e-05 -0.00019809 -0.000307807 -0.00172678 -0.000198475 0.000616111 -0.000407363 0.000112813 0.000396707 -0.000781401 0.000384608 -0.000134942 0.000890723 -0.000337346 0.000768813 -4.44161e-05
internal_weight=0 3671 1884 1787 848 939 158 801 781 1813 1629 116 1513 308 1205 754 573 181 102 720 118 602 184 97
internal_count=3721 3671 1884 1787 848 939 158 801 781 1813 1629 116 1513 308 1205 754 573 181 102 720 118 602 184 97
is_linear=0
shrinkage=0.0995203


Tree=3844
num_leaves=9
num_cat=0
split_feature=24 10 5 12 7 7 2 0
split_gain=0.0121098 0.0112369 0.0283063 0.00802869 0.0108218 0.0197986 0.0152119 0.0103225
threshold=0.084270000000000025 0.090150000000000022 0.62720500000000012 0.092405000000000029 0.081185000000000021 0.062500000000000014 0.42136500000000005 -0.14574499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6
right_child=-2 -3 -4 -5 7 -7 -8 -9
leaf_value=-2.0733054898335826e-05 0.0012471361205969929 -0.0011805004314062277 0.0019517433179084009 0.0012494634635155022 0.0020725323989436045 -0.0021041639133525403 -0.0018244156257556455 -1.8472966739873662e-05
leaf_weight=3272 77 80 73 48 46 47 47 46
leaf_count=3272 77 80 73 48 46 47 47 46
internal_value=0 -1.38842e-05 1.1964e-05 -2.81915e-05 -4.61632e-05 -7.54959e-05 -4.65215e-05 0.00101813
internal_weight=0 3659 3579 3506 3458 3366 3319 92
internal_count=3736 3659 3579 3506 3458 3366 3319 92
is_linear=0
shrinkage=0.0995203


Tree=3845
num_leaves=8
num_cat=0
split_feature=24 10 5 4 4 4 7
split_gain=0.00981999 0.00911104 0.0229533 0.00948055 0.011309 0.0127776 0.0112236
threshold=0.084270000000000025 0.090150000000000022 0.62720500000000012 0.14903500000000006 0.13699000000000003 0.13300500000000004 0.078400000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-7.3294969421473834e-05 0.0011230208634880395 -0.0010630166266199263 0.0017575054100629488 0.0011839071874795003 -0.0011616034563798742 0.0016106282565322573 0.0010296141069088402
leaf_weight=3214 77 80 73 63 88 47 94
leaf_count=3214 77 80 73 63 88 47 94
internal_value=0 -1.25247e-05 1.07279e-05 -2.54091e-05 -4.7775e-05 -1.83158e-05 -4.17073e-05
internal_weight=0 3659 3579 3506 3443 3355 3308
internal_count=3736 3659 3579 3506 3443 3355 3308
is_linear=0
shrinkage=0.0995203


Tree=3846
num_leaves=15
num_cat=0
split_feature=25 8 3 8 4 18 2 4 0 19 18 5 5 4
split_gain=0.00813518 0.00719299 0.0244568 0.0161057 0.0294214 0.0207663 0.01941 0.0142084 0.0131315 0.0612134 0.0223313 0.0207105 0.0206118 0.00183256
threshold=0.085465000000000027 -0.48834 0.11387500000000002 -0.11187999999999999 0.12182500000000003 0.10085500000000001 -0.079284999999999994 0.13699000000000003 -0.067059999999999995 -0.050215000000000003 -0.42656999999999995 -0.077634999999999996 0.4115950000000001 0.082225000000000034
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 13 8 9 -5 -10 -12 -11 -3
right_child=-2 3 -4 7 -6 -7 -8 -9 10 12 11 -13 -14 -15
leaf_value=0.00077478884749624787 0.0010220825938169684 0.0011077534197216454 -0.0023174375539246005 -0.0036752278519481935 0.0026282726555936667 0.0019997614645978412 -0.0014473161727204021 -0.001360657611901548 0.0024352575996145942 -8.968889377943497e-05 0.0016301775097628049 -3.7489185235095633e-05 0.0019920257630373201 0.00019851798920664048
leaf_weight=48 77 46 53 47 63 49 81 80 49 2482 87 479 48 47
leaf_count=48 77 46 53 47 63 49 81 80 49 2482 87 479 48 47
internal_value=0 -1.14615e-05 -0.00083976 1.18211e-05 0.000728186 0.000187719 -0.000317864 -5.0545e-05 -1.74536e-05 -0.000116308 0.000395441 0.000217402 -4.98703e-05 0.00065705
internal_weight=0 3659 101 3558 286 223 174 3272 3192 2577 615 566 2530 93
internal_count=3736 3659 101 3558 286 223 174 3272 3192 2577 615 566 2530 93
is_linear=0
shrinkage=0.0995203


Tree=3847
num_leaves=26
num_cat=0
split_feature=0 17 17 0 20 21 18 17 0 18 1 3 3 1 26 0 21 18 5 5 18 18 1 18 1
split_gain=0.00707706 0.0215249 0.0324336 0.0180478 0.0112368 0.0159379 0.00866437 0.0376653 0.0265092 0.0243169 0.0221893 0.021658 0.0302072 0.0251321 0.0236605 0.0439599 0.0286662 0.017955 0.0191272 0.0463335 0.0276446 0.0334916 0.0199443 0.0153024 0.0383073
threshold=-0.15137999999999999 -0.087329999999999991 -0.023964999999999997 -0.16423499999999999 -0.048779999999999997 0.084795000000000023 -0.070104999999999987 -0.56005499999999986 0.048265000000000009 -0.098315 -0.15143499999999999 0.090995000000000006 0.092900000000000024 -0.052259999999999994 0.08709500000000002 -0.080500000000000002 0.086155000000000023 -0.057764999999999997 -0.018754999999999997 -0.026719999999999997 -0.040349999999999997 -0.022504999999999997 -0.082195000000000004 -0.112385 -0.041095
decision_type=2 2 2 2 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 8 -8 9 10 -2 14 -13 -14 16 -16 -11 -9 19 22 -20 -22 -19 24 -12
right_child=6 2 3 -5 5 -7 7 17 -10 11 23 12 13 -15 15 -17 -18 18 20 -21 21 -23 -24 -25 -26
leaf_value=-0.0014810449167488131 -0.0025285418712369021 0.0031652873761053627 0.0010863529831511996 0.0019485273625727195 -0.0014515617029493173 0.00074840399682643435 -0.0027156257768689634 -0.0015073627857935938 0.0018979902411859677 -7.4197648825951118e-06 0.0024393059784448608 0.0033106232678111747 -0.000557125318302358 0.0022582146279258495 -0.0028309625643892851 0.0011185786154348982 0.0023894329429447587 0.001133348779284374 0.0027007025768612716 -0.0032417077853051715 -0.0017853259969671526 0.0004686192657658892 -0.00023872473279227713 -0.0014714100323951244 -0.00050477941439409544
leaf_weight=49 49 47 53 52 86 52 55 84 84 214 55 55 81 51 66 48 64 114 48 49 73 612 1301 80 214
leaf_count=49 49 47 53 52 86 52 55 84 84 214 55 55 81 51 66 48 64 114 48 49 73 612 1301 80 214
internal_value=0 0.000442475 0.000770306 0.00030371 -0.000139808 -0.000616657 -3.43392e-05 -0.000141661 0.000201179 5.44532e-05 -0.000543445 0.000466857 0.00134827 0.000524418 4.42998e-05 -0.00116082 0.000541429 -7.92378e-05 -2.42623e-05 -0.000232393 0.000390314 0.000227223 -0.000127605 -0.000262389 9.41282e-05
internal_weight=0 339 290 243 191 138 3397 2336 1061 977 398 579 187 132 392 114 278 2281 2197 1464 733 685 1415 349 269
internal_count=3736 339 290 243 191 138 3397 2336 1061 977 398 579 187 132 392 114 278 2281 2197 1464 733 685 1415 349 269
is_linear=0
shrinkage=0.0995203


Tree=3848
num_leaves=25
num_cat=0
split_feature=17 17 3 3 20 20 20 2 2 6 8 3 8 8 2 2 17 2 2 8 5 17 3 8
split_gain=0.0190129 0.03671 0.00910635 0.0283508 0.0189845 0.0385994 0.034665 0.0383999 0.0559984 0.0260252 0.0183441 0.0551691 0.0154594 0.0195273 0.0151349 0.042326 0.0457998 0.0348048 0.0685426 0.0410772 0.0227789 0.0150326 0.0136181 0.0105553
threshold=0.51544000000000012 0.5567700000000001 0.092900000000000024 0.092510000000000023 -0.0070099999999999997 -0.037429999999999998 -0.053499999999999999 -0.083589999999999984 -0.095204999999999998 -0.06656999999999999 -0.097604999999999997 0.087745000000000031 -0.092844999999999997 -0.091600000000000001 -0.14091999999999996 -0.078914999999999999 -0.041415 -0.072419999999999998 -0.06717999999999999 -0.076924999999999993 0.62404000000000015 -0.0017249999999999998 0.084955000000000017 -0.15530999999999998
decision_type=2 2 2 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 7 8 -4 -9 11 22 -12 -14 20 16 -16 19 -19 -17 -6 -15 23 -1
right_child=1 -3 4 -5 14 -7 -8 9 -10 -11 12 -13 13 21 15 17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=-0.00025333420290872397 0.003411066492174715 -9.1477891441184083e-07 0.00065272646718583262 0.0026986516109050278 0.0016981424471586941 0.0029269686412892173 -0.0020111421275840961 0.0013939531518472872 -0.0036051667053002639 -4.9711370578660591e-05 -0.0012330218446203716 0.0037439547097827429 0.0022054559481371112 -6.9705808181357582e-05 -0.00038444891380059901 -0.0008573015219565808 -0.0046897977335894287 -0.003771832002148966 -0.00019466437468689302 0.0025609886287933665 -0.00084260151083650971 0.00060477869885219512 -0.0012800002398411809 0.0017998750025968668
leaf_weight=49 52 77 70 47 81 53 67 281 54 219 80 57 46 1135 52 59 47 60 464 84 61 459 48 49
leaf_count=49 52 77 70 47 81 53 67 281 54 219 80 57 46 1135 52 59 47 60 464 84 61 459 48 49
internal_value=0 0.00136811 0.000137617 0.000282167 -3.42618e-05 0.00033789 0.000138121 0.000370204 -0.00119492 0.000759991 0.00022268 0.00111787 0.000116551 0.000182883 -0.000340098 -0.000515614 -0.00243667 -0.000229251 -0.000605826 0.00114492 0.000600931 0.000124002 8.70085e-05 0.000764917
internal_weight=0 129 3622 1970 1652 744 691 624 124 500 1923 203 1720 1640 908 766 99 667 524 143 142 1594 146 98
internal_count=3751 129 3622 1970 1652 744 691 624 124 500 1923 203 1720 1640 908 766 99 667 524 143 142 1594 146 98
is_linear=0
shrinkage=0.0995203


Tree=3849
num_leaves=18
num_cat=0
split_feature=19 6 6 9 9 9 9 0 0 3 8 3 6 9 26 7 0
split_gain=0.0181092 0.00807801 0.0160477 0.013107 0.0254526 0.0204834 0.030184 0.0290214 0.0178463 0.0147159 0.0345098 0.0293085 0.0108384 0.0105008 0.0108398 0.0100807 0.0135212
threshold=0.14061500000000002 -0.083069999999999991 -0.086254999999999984 0.085945000000000021 0.084915000000000032 0.088995000000000019 0.092150000000000024 -0.092474999999999988 -0.095649999999999999 0.086605000000000029 -0.012329999999999999 0.094285000000000022 -0.07990499999999999 0.11985000000000003 -0.23202999999999999 0.077685000000000018 -0.095339999999999994
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 9 7 -7 -5 -8 10 -1 -11 -3 14 -14 16 -16
right_child=-2 12 -4 5 -6 6 8 -9 -10 11 -12 -13 13 -15 15 -17 -18
leaf_value=-0.00018549558748685944 0.0020258282066254706 0.0017010816276283732 -0.0017609236883687285 -0.00035754542798869642 -0.0022327991930430097 -0.0015584694797253866 0.0016143644873870095 0.0028646417052111488 -0.00010257635575419767 -0.0021980094460103423 0.0029727036903668368 0 0.0016942515218043748 -0.00089474828235026286 0.00091022341398062825 -0.00085124481182692017 0.00016226645999022594
leaf_weight=125 51 49 54 46 61 89 99 68 150 75 47 299 50 83 272 85 2048
leaf_count=125 51 49 54 46 61 89 99 68 150 75 47 299 50 83 272 85 2048
internal_value=0 0.000136228 -8.74267e-05 -1.31946e-06 -0.000304216 0.000403635 1.21142e-05 0.00155728 0.000576775 -8.72522e-05 0.000672742 -0.000438957 0.000232766 0.000204096 0.00024158 0.000211038 0.000250311
internal_weight=0 3700 1113 1059 607 452 338 114 249 546 172 374 2587 2538 2455 2405 2320
internal_count=3751 3700 1113 1059 607 452 338 114 249 546 172 374 2587 2538 2455 2405 2320
is_linear=0
shrinkage=0.0995203


Tree=3850
num_leaves=20
num_cat=0
split_feature=17 17 3 3 8 3 8 4 20 20 20 18 18 17 4 8 8 17 17
split_gain=0.0149796 0.0298883 0.00794706 0.0233281 0.0155868 0.0449705 0.0148105 0.0217774 0.0137812 0.0307841 0.0310966 0.0224658 0.0387365 0.0229972 0.0134999 0.0124837 0.0158971 0.0398191 0.012816
threshold=0.51544000000000012 0.5567700000000001 0.092900000000000024 0.092510000000000023 -0.097604999999999997 0.087745000000000031 0.24853500000000003 0.15535000000000004 -0.0070099999999999997 -0.037429999999999998 -0.053499999999999999 -0.092084999999999986 -0.17307499999999998 -0.041415 0.08024000000000002 -0.092844999999999997 -0.089984999999999996 -0.0058449999999999995 -0.0017249999999999998
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 14 7 8 9 10 -4 12 -10 -13 -1 -6 17 -17 -18
right_child=1 -3 6 -5 15 -7 -8 -9 11 -11 -12 13 -14 -15 -16 16 18 -19 -20
leaf_value=-0.0008677441502352827 0.0030439935242860573 -3.3944302134315239e-05 0.0003268481362030145 0.0024353111859887842 -0.0011213251803199942 0.0033854187754649837 0.0016879426729575363 -0.0022383066739532493 0.00066271505398149259 0.0025924550823305664 -0.0019670726066757559 0.00081747759255759917 -0.002927525785217554 -0.00043814587454193336 0.0010451991948614891 0.0027203029981899109 -0.00012118591824949291 -0.00093774939117413712 0.00051634892620260259
leaf_weight=73 52 77 585 47 80 57 47 46 48 53 65 198 77 533 73 73 1079 49 439
leaf_count=73 52 77 585 47 80 57 47 46 48 53 65 198 77 533 73 73 1079 49 439
internal_value=0 0.00120043 0.000108195 0.000243262 0.000189261 0.0010144 -5.23762e-05 -0.000103849 -4.03442e-05 0.000285557 9.61965e-05 -0.000308951 -0.00154232 -9.69255e-05 8.31205e-05 9.13993e-05 0.000151056 0.00124438 6.26475e-05
internal_weight=0 129 3622 1970 1923 203 1652 1605 1559 703 650 856 125 731 146 1720 1640 122 1518
internal_count=3751 129 3622 1970 1923 203 1652 1605 1559 703 650 856 125 731 146 1720 1640 122 1518
is_linear=0
shrinkage=0.0995203


Tree=3851
num_leaves=23
num_cat=0
split_feature=19 1 1 6 18 18 18 8 8 0 0 0 6 0 6 0 1 18 9 8 9 8
split_gain=0.0142646 0.0072932 0.0201892 0.0169699 0.0157989 0.0415856 0.0245907 0.0167054 0.0187939 0.0157322 0.0193776 0.0183564 0.0148316 0.0329481 0.0513018 0.0309719 0.0140495 0.0130784 0.0108181 0.0245445 0.0216569 0.00223493
threshold=0.14061500000000002 -0.018369999999999997 -0.01538 0.095355000000000023 -0.087529999999999983 -0.082654999999999992 -0.089234999999999995 -0.082244999999999999 -0.077889999999999987 0.15834000000000004 -0.0033699999999999997 -0.071799999999999989 -0.012574999999999999 -0.085684999999999997 -0.0093650000000000001 -0.092939999999999995 -0.51744999999999985 -0.097059999999999994 0.099330000000000016 -0.062834999999999988 0.09649000000000002 -0.080445000000000003
decision_type=2 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 6 -6 7 -1 21 10 11 -7 18 15 -15 -14 -12 -10 20 -20 -4 -9
right_child=-2 2 3 -5 5 9 -8 8 17 -11 16 -13 13 14 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0013091409072542252 0.0017855479841036312 -0.0020754467340196917 -7.1136886262104264e-05 -0.0013799439225554867 0.0032919966489498645 0.00020237687157773898 -0.0022155528305556507 -0.00098057465136265902 -0.00019607797695444368 0.0021226510207434123 0.00049928979632261157 0.0012233967277060543 0.0011264397853237452 0.0044678182547033584 0.0004503237098231752 -0.0023716787311798639 -0.0014733241410116583 0.0014626974250217274 0.0020584669058506164 -0.00012579395504692435 -0.0021337973011666218 -0.0020088565574518679
leaf_weight=81 51 47 1062 82 48 981 55 47 248 46 54 213 51 47 97 49 103 58 75 157 53 46
leaf_count=81 51 47 1062 82 48 981 55 47 248 46 54 213 51 47 97 49 103 58 75 157 53 46
internal_value=0 0.00010845 -4.10571e-05 1.56062e-05 0.000238738 0.000409992 -0.000222279 4.41217e-06 -0.000258406 0.000310382 0.00024807 0.000385204 8.80473e-05 0.000802147 0.00176728 -0.000579452 -0.000789631 0.000115655 -4.06993e-05 0.000576797 -0.000169917 -0.00149799
internal_weight=0 3700 1720 1673 1980 1445 535 480 399 1397 1351 1194 1591 244 144 100 157 306 1347 232 1115 93
internal_count=3751 3700 1720 1673 1980 1445 535 480 399 1397 1351 1194 1591 244 144 100 157 306 1347 232 1115 93
is_linear=0
shrinkage=0.0995203


Tree=3852
num_leaves=22
num_cat=0
split_feature=17 17 5 8 17 17 8 17 8 8 8 5 9 9 20 8 20 8 8 3 19
split_gain=0.0114706 0.0356031 0.071465 0.0613346 0.018707 0.0256606 0.0337587 0.0301304 0.0155084 0.0182862 0.0315989 0.0391751 0.0205324 0.0191063 0.013439 0.0544672 0.0351674 0.0154499 0.0110899 0.0204459 0.0165642
threshold=-0.000475 -0.0064000000000000003 -0.088604999999999989 -0.086844999999999992 -0.0077549999999999997 -0.011174999999999999 -0.082654999999999992 -0.014289999999999999 -0.50270999999999988 -0.11257499999999999 -0.091134999999999994 -0.14118999999999998 -0.096659999999999982 0.083760000000000015 -0.085594999999999991 -0.0049949999999999994 -0.081324999999999995 0.11446000000000002 0.10068500000000002 0.11360500000000003 0.11219500000000003
decision_type=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 -7 18 -2 12 11 -11 -10 -14 15 -12 -16 -18 20 -20 -1
right_child=8 2 3 -5 -6 6 -8 -9 9 10 14 -13 13 -15 16 -17 17 -19 19 -21 -22
leaf_value=0.00018715520142422468 -0.0017093064488072553 0.0048534530768158139 -0.002338212337259029 0.0026658503840410078 -0.0018380782012381517 0.0030567512151308375 -0.00035604999728577408 -0.0019873784875585328 0.0024759183089907546 -8.5205907556015448e-07 0.003329266575779621 -0.003180545647503238 -0.0011378953876489118 0.0012334384715439995 -0.0023893835077513233 -0.00084954602960910018 -5.4142302521276982e-05 0.0017391525010266229 0.00043030849512231041 -0.002181916395317091 0.0019777808526990483
leaf_weight=1591 57 49 48 49 46 68 49 66 56 82 55 73 59 78 63 70 977 50 65 54 53
leaf_count=1591 57 49 48 49 46 68 49 66 56 82 55 73 59 78 63 70 977 50 65 54 53
internal_value=0 0.000254274 0.00175488 0.000181174 0.00014388 0.00019115 0.00162046 9.92705e-05 -9.65573e-05 -3.72192e-05 -0.000165486 -0.00150367 0.000869036 0.000206232 4.55449e-06 0.000982583 -0.000106854 3.23681e-05 0.000177851 -0.000748192 0.00024538
internal_weight=0 2138 146 97 1992 1946 117 1829 1620 1563 1370 155 193 137 1215 125 1090 1027 1763 119 1644
internal_count=3758 2138 146 97 1992 1946 117 1829 1620 1563 1370 155 193 137 1215 125 1090 1027 1763 119 1644
is_linear=0
shrinkage=0.0995203


Tree=3853
num_leaves=13
num_cat=0
split_feature=19 0 26 1 2 0 0 0 11 4 4 9
split_gain=0.0109239 0.00949398 0.0102146 0.0244479 0.0401559 0.0243156 0.0439292 0.0238961 0.0143564 0.0221154 0.0198399 0.0133085
threshold=-0.10411999999999999 0.16362500000000005 0.10439000000000002 -0.083284999999999984 -0.082084999999999991 -0.076154999999999987 -0.071799999999999989 -0.082494999999999999 -0.364875 0.14039500000000002 0.13491500000000003 0.11582000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 -5 7 -7 -6 -2 10 11 -10
right_child=1 -3 3 4 5 6 -8 -9 9 -11 -12 -13
leaf_value=0.0013926630896071409 -0.0013308519037574288 -0.0013048676287805805 -0.0018050513579826266 0.0024736899402609549 -0.00030910837641198328 -0.0035307524969730398 -0.00017949879542347423 0.0023359903494163401 0.00014717857839388347 0.0018629113482836535 -0.0017286674988235401 0.001646264682787582
leaf_weight=63 63 49 91 56 108 55 133 49 2900 76 55 60
leaf_count=63 63 49 91 56 108 55 133 49 2900 76 55 60
internal_value=0 7.01332e-05 8.88369e-05 -0.000332391 0 -0.000399431 -0.00116427 0.000511218 0.000154805 0.00018535 0.000142792 0.000177842
internal_weight=0 3695 3646 492 401 345 188 157 3154 3091 3015 2960
internal_count=3758 3695 3646 492 401 345 188 157 3154 3091 3015 2960
is_linear=0
shrinkage=0.0995203


Tree=3854
num_leaves=29
num_cat=0
split_feature=19 17 17 9 9 9 17 18 6 6 6 3 6 0 0 1 0 18 0 3 1 1 3 17 8 8 0 0
split_gain=0.00885746 0.0103988 0.0305237 0.0890309 0.086049 0.138832 0.0136712 0.0842351 0.0159516 0.0182747 0.0256519 0.0181186 0.0378974 0.0120764 0.048959 0.022314 0.0372744 0.0352807 0.0253182 0.0434623 0.0350665 0.0353116 0.0320813 0.0315205 0.0172508 0.0330682 0.0230667 0.0085468
threshold=-0.10411999999999999 -0.000475 -0.0082649999999999998 0.084675000000000014 0.085355000000000028 0.087695000000000009 -0.011809999999999999 -0.018864999999999996 0.096435000000000021 0.092980000000000021 0.091180000000000025 0.10850000000000003 0.11345500000000001 -0.071029999999999996 -0.065519999999999981 -0.080085000000000003 -0.085794999999999996 -0.012384999999999998 -0.085684999999999997 0.092115000000000016 -0.007069999999999999 0.00095500000000000023 0.093535000000000021 0.12439000000000001 -0.066829999999999987 -0.10115999999999999 -0.050054999999999995 0.036480000000000005
decision_type=2 2 2 2 2 2 2 2 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 -6 8 -8 9 10 -2 12 -10 15 -15 16 -3 -18 20 23 -17 -22 -21 -20 25 -16 -26 -28
right_child=1 13 3 4 5 -7 7 -9 11 -11 -12 -13 -14 14 24 18 17 -19 19 22 21 -23 -24 -25 26 -27 27 -29
leaf_value=0.0012540649896703917 0.00027471968537234393 0.00071236537980781526 0.0048756003371678604 -0.0033517904247606163 0.0054876495629453109 -0.0016523952902765856 -0.0041774575063603754 0.0011997595341179783 -0.0011616442625778027 0.0020012588544625247 -0.0020627555175775753 -0.0019751562727683418 0.0021775103815814918 -0.0034695919420379756 0.00034444768490343589 -0.0020994309924814254 -0.00024323495203498312 -0.0040138786749083664 0.0034422591144652116 -0.0023139743221666617 0.0027199655704446685 -0.00014348023408994819 0.00056033076170896809 0.00022629431466598412 0.0024388874264583728 -0.0030382955420512388 -0.0010873134693512938 0.00074655952035964344
leaf_weight=63 1429 69 53 48 51 57 48 72 99 58 48 69 51 52 70 84 46 54 84 46 46 584 234 48 46 48 55 46
leaf_count=63 1429 69 53 48 51 57 48 72 99 58 48 69 51 52 70 84 46 54 84 46 46 584 234 48 46 48 55 46
internal_value=0 6.30874e-05 0.000210106 0.00135113 0.000148464 0.00171171 8.24149e-05 -0.000944306 0.000153125 0.000266863 0.000198201 -0.000640345 -2.08738e-05 -0.000126379 -0.000676968 7.76564e-06 -0.0010579 -0.00228757 0.000168437 0.000790061 -0.000189112 6.42975e-05 8.51995e-05 0.00227902 -0.000125892 -0.00102465 0.000589989 -0.000243979
internal_weight=0 3695 2083 209 156 108 1874 120 1754 1535 1477 219 150 1612 317 1295 169 100 1126 412 714 630 280 132 265 118 147 101
internal_count=3758 3695 2083 209 156 108 1874 120 1754 1535 1477 219 150 1612 317 1295 169 100 1126 412 714 630 280 132 265 118 147 101
is_linear=0
shrinkage=0.0995203


Tree=3855
num_leaves=21
num_cat=0
split_feature=5 5 3 5 5 9 5 5 17 0 3 9 1 1 9 9 9 8 8 5
split_gain=0.0093152 0.00838261 0.00785161 0.0227977 0.018648 0.0532901 0.0410033 0.0259228 0.0249018 0.0736322 0.0300355 0.01225 0.0253072 0.0273651 0.0174326 0.0268934 0.0208172 0.0176592 0.0130873 0.0126412
threshold=-0.54885499999999998 -0.53715999999999997 0.08844500000000001 0.26676500000000009 -0.0087549999999999989 0.08486500000000001 0.0047850000000000011 -0.0047599999999999995 -0.000475 -0.086474999999999996 0.087625000000000022 0.11201500000000002 1.0000000180025095e-35 -0.061135000000000002 0.10199500000000002 0.098875000000000018 0.09697500000000002 -0.063559999999999992 0.049655000000000012 -0.10586999999999999
decision_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 7 -7 -6 9 -3 -10 14 13 -13 15 16 -4 -16 -19 -14
right_child=1 2 11 -5 5 6 -8 -9 10 -11 -12 12 19 -15 17 -17 -18 18 -20 -21
leaf_value=-0.0011239562973704986 0.0012732716485144499 -7.3894361212916709e-05 -2.399479205318151e-05 0.0023390251515923292 -0.0035246050365201581 -0.00036004676871120351 0.0025164402220602647 -0.00087079711682253611 0.00018219666200829389 0.002453214572297158 -0.0025523848450521788 0.00079523022606175901 0.00065272469772896839 -0.0022768464315148398 0.00034331411475791752 0.0017824258755081122 -0.001486088506809755 -0.0030142343169926871 -0.00068194517158657675 0.0027356635967657173
leaf_weight=63 59 287 1799 51 49 126 80 148 292 189 46 76 60 46 51 78 102 52 46 58
leaf_count=63 59 287 1799 51 49 126 80 148 292 189 46 76 60 46 51 78 102 52 46 58
internal_value=0 9.56475e-05 7.63135e-05 0.000276231 0.000189114 -0.000363407 0.000753062 -0.00153504 0.000463665 0.000927797 -0.000187544 -3.0391e-05 0.000643138 -0.000356384 -0.000106738 -2.81548e-05 -0.000102876 -0.00114497 -0.00192784 0.00168348
internal_weight=0 3695 3636 1268 1217 403 206 197 814 476 338 2368 240 122 2128 1979 1901 149 98 118
internal_count=3758 3695 3636 1268 1217 403 206 197 814 476 338 2368 240 122 2128 1979 1901 149 98 118
is_linear=0
shrinkage=0.0995203


Tree=3856
num_leaves=26
num_cat=0
split_feature=17 17 3 3 18 2 2 22 26 17 9 26 0 17 2 4 4 11 3 17 17 18 26 9 20
split_gain=0.0131591 0.100711 0.0191566 0.0749957 0.0240796 0.0243015 0.0203694 0.0194407 0.0264611 0.0410812 0.024732 0.0162692 0.0327687 0.0511536 0.0324917 0.016712 0.0242951 0.0217523 0.0407009 0.0163143 0.0265018 0.0188425 0.0125745 0.0123332 0.00577222
threshold=-0.013125 -0.010655 0.084550000000000028 0.084955000000000017 -0.01137 -0.086554999999999993 -0.015714999999999996 0.099745000000000014 0.086420000000000011 -0.0014149999999999998 0.086635000000000031 0.095950000000000021 -0.071484999999999993 -0.07107999999999999 -0.080329999999999999 0.10724500000000002 0.10343500000000001 -0.085754999999999984 0.11926500000000002 -0.56137499999999996 -0.54752499999999993 0.10189500000000003 0.084100000000000022 0.10125500000000003 0.10634000000000003
decision_type=2 2 2 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 -2 4 -4 -3 -6 22 8 9 -5 -10 15 13 -13 -14 16 19 -17 -19 -1 -21 -22 -7 -16 -9
right_child=1 2 3 7 5 6 -8 24 10 -11 -12 12 14 -15 23 17 -18 18 -20 20 21 -23 -24 -25 -26
leaf_value=0.0014478133505563431 0.0043773255778588828 -0.0023625171637988588 0.0039441688296261157 0.0027992388195579028 0.001646415279973836 -0.0028186062705874764 0.00063126675746923426 -0.0020225014703006998 -0.0015612188689362743 0.00040170305489267976 6.3134829719817885e-05 -0.00037707010059799306 0.0023096508586984872 -0.0046238667845183946 -0.002036718612364785 -0.00071552956552563079 -0.0019515724713671662 0.0035021957097552347 -0.00041812161693453951 -0.0022285069338525134 0.00010989876584203163 -0.001574786427284047 -0.00051572987699883687 0.000111994142064363 -0.00049258915071057508
leaf_weight=72 57 62 53 81 56 48 62 46 107 574 696 71 47 47 47 50 67 60 46 55 1083 70 48 59 56
leaf_count=72 57 62 53 81 56 48 62 46 107 574 696 71 47 47 47 50 67 60 46 55 1083 70 48 59 56
internal_value=0 0.00025537 0.000130558 0.000262014 -0.000634734 -0.000130335 -0.000765251 0.00013639 0.000229785 0.000699442 -0.000152291 -0.000119205 -0.000828998 -0.00207553 0.000127029 8.23043e-06 -0.000104154 0.000983875 0.0017932 -6.81366e-06 -9.4191e-05 6.90947e-06 -0.0016757 -0.000833015 -0.00119058
internal_weight=0 1946 1889 1613 276 214 158 1560 1458 655 803 1774 271 118 153 1503 1347 156 106 1280 1208 1153 96 106 102
internal_count=3720 1946 1889 1613 276 214 158 1560 1458 655 803 1774 271 118 153 1503 1347 156 106 1280 1208 1153 96 106 102
is_linear=0
shrinkage=0.0995203


Tree=3857
num_leaves=23
num_cat=0
split_feature=23 5 5 4 4 17 0 9 8 8 3 17 3 26 9 8 5 1 3 1 0 0
split_gain=0.0167412 0.0152298 0.0245836 0.0155354 0.0274349 0.0152146 0.0289002 0.0184578 0.0124341 0.0217134 0.0187177 0.0160967 0.0282473 0.0278997 0.037286 0.0329098 0.0143911 0.015881 0.0398151 0.013561 0.00953253 0.00799902
threshold=0.086650000000000019 0.054660000000000007 0.062500000000000014 0.10739000000000003 0.10333000000000002 -0.098644999999999997 -0.084534999999999985 0.091485000000000025 -0.092094999999999996 -0.091134999999999994 0.11721500000000003 0.0053950000000000014 0.094185000000000033 0.085355000000000028 0.084645000000000012 -0.10833 0.030400000000000007 0.05309500000000001 0.11693000000000002 0.0065600000000000007 -0.11239999999999999 -0.12236
decision_type=2 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 -4 -7 10 -10 11 13 20 14 -1 -15 17 19 -19 -11 -13 -12
right_child=-2 2 3 -5 -6 7 -8 -9 9 16 21 12 -14 15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.00029593118115077839 -0.0015135432162842626 -0.0022762170314653174 -0.0021175094226287784 0.0011053979937328236 -0.0025994025410441828 0.0024882290254902495 -4.2976368714470993e-05 -0.00022374230133731304 0.002351091514249332 0.00014852105458570746 2.1003496214673154e-05 -0.0014837057198401557 -0.003089984712624711 -0.00051671627176627362 -0.0030653353913324315 0.003100871775911028 0.0016762732961774671 0.0014010928885494528 -0.00061741279790049884 -0.0011208239531275981 0.00035981452859749381 0.0015957278197026457
leaf_weight=90 65 56 76 91 47 46 540 53 51 1552 64 46 57 50 51 49 70 301 142 88 69 66
leaf_count=90 65 56 76 91 47 46 540 53 51 1552 64 46 57 50 51 49 70 301 142 88 69 66
internal_value=0 9.72056e-05 -0.000255472 -0.000121849 -0.000269484 -0.000115184 -0.000300254 0.0010281 0.000214249 0.000319416 -0.00021189 -0.000541612 -0.00127647 -1.15532e-05 -0.000914041 0.00126554 0.000270909 0.000223288 0.00075223 7.99107e-05 -0.000370475 0.000826776
internal_weight=0 3655 909 853 762 715 616 99 2746 2204 542 412 172 240 141 99 2153 2083 443 1640 115 130
internal_count=3720 3655 909 853 762 715 616 99 2746 2204 542 412 172 240 141 99 2153 2083 443 1640 115 130
is_linear=0
shrinkage=0.0995203


Tree=3858
num_leaves=22
num_cat=0
split_feature=23 17 17 30 6 6 8 6 8 8 3 0 3 8 18 18 3 8 0 17 18
split_gain=0.0135754 0.0142552 0.0785207 0.017806 0.0163542 0.030062 0.0243329 0.0225351 0.0157861 0.0390215 0.0397314 0.055854 0.0419252 0.0254235 0.0207897 0.0306342 0.0217485 0.0190687 0.0215481 0.0146808 0.0101675
threshold=0.086650000000000019 -0.013125 -0.010655 0.093630000000000033 -0.095814999999999997 -0.092919999999999989 -1.0000000180025095e-35 -0.09007999999999998 -0.055085000000000002 1.0000000180025095e-35 0.10377500000000002 -0.11239999999999999 0.10997000000000003 -0.065539999999999987 0.10554500000000001 0.095920000000000019 0.096775000000000014 0.11446000000000002 -0.081195000000000003 -0.067864999999999995 -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
left_child=1 3 -3 4 6 -6 20 -7 13 10 11 -10 -12 14 15 -4 -16 18 -11 -9 -1
right_child=-2 2 8 -5 5 7 -8 19 9 17 12 -13 -14 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=0.00076959775328309726 -0.0013629150424906468 0.0039158096364729405 3.4291806496349244e-05 0.0018152837125811566 -0.0027224342539571402 0.0018848202120260672 0.0026030080536715429 -9.0097024571122495e-05 0.0052501254526863446 0.00028190682714517549 -0.0022687670211011448 0.0011722741993926904 0.0013455342425233037 -0.0022878175890110059 0.0018887534095107608 -0.0023531306144900952 -0.00056019762628423575 0.00076588937075641316 -0.0023965661309766524 -0.00084633100661000483 -0.0010939754314274125
leaf_weight=69 65 57 1067 46 48 50 50 1122 49 52 47 106 98 47 113 56 52 78 68 330 50
leaf_count=69 65 57 1067 46 48 50 50 1122 49 52 47 106 98 47 113 56 52 78 68 330 50
internal_value=0 8.75094e-05 0.000277568 -0.000115546 -0.000167691 -0.00026944 0.000760674 -0.000190504 0.000163985 0.000642203 0.00135855 0.00246668 0.000168356 -1.37938e-05 6.85514e-05 -8.40316e-05 0.001112 -0.000439044 -0.00122907 -0.000262532 -6.5371e-06
internal_weight=0 3655 1890 1765 1719 1550 169 1502 1833 498 300 155 145 1335 1288 1123 165 198 120 1452 119
internal_count=3720 3655 1890 1765 1719 1550 169 1502 1833 498 300 155 145 1335 1288 1123 165 198 120 1452 119
is_linear=0
shrinkage=0.0995203


Tree=3859
num_leaves=19
num_cat=0
split_feature=23 1 1 2 1 1 6 8 2 21 3 1 2 4 21 6 4 4
split_gain=0.0110095 0.0101406 0.0685903 0.0248875 0.0190818 0.0289387 0.0303882 0.0204456 0.017497 0.0186387 0.0200393 0.0142261 0.0133488 0.00915236 0.0145777 0.0231644 0.0170405 0.0346358
threshold=0.086650000000000019 0.066150000000000028 0.081675000000000011 -0.015714999999999996 0.40780000000000011 0.42491000000000007 -0.46637499999999998 -0.049499999999999995 -0.07725499999999999 -0.032929999999999994 0.10341500000000002 0.058455000000000014 -0.046564999999999995 0.13528000000000004 0.11987500000000002 -0.052844999999999996 0.11174500000000002 0.10724500000000002
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 8 7 -6 -7 -5 9 -4 -11 13 -10 14 16 -16 17 -1
right_child=-2 2 3 4 5 6 -8 -9 12 10 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=4.8409427537983474e-05 -0.0012272775413143925 0.0038294351854064827 -0.0012603810449259268 0.00047060217971476171 -0.0014363474956202093 -0.00023931367630159847 0.0028424445625860927 0.0033385210311443012 -0.0021742660676014715 0.0024057053071781585 -0.00015051937666056385 -0.0014231891093315859 -0.00021094234036028798 0.0013959598099687097 0.00028341011279952249 -0.0026904339306456151 -0.001324675389488373 0.0026932071472456319
leaf_weight=2622 65 54 61 50 68 72 56 50 78 50 76 68 63 48 53 50 86 50
leaf_count=2622 65 54 61 50 68 72 56 50 78 50 76 68 63 48 53 50 86 50
internal_value=0 7.8845e-05 0.0004262 0.000130377 0.00079301 0.000217538 0.00110256 0.00191275 -0.000465112 0.000162168 0.000857359 0 -0.00130284 3.29981e-05 9.84508e-06 -0.00115226 5.35416e-05 9.82068e-05
internal_weight=0 3655 678 624 296 196 128 100 328 187 126 2977 141 2909 2861 103 2758 2672
internal_count=3720 3655 678 624 296 196 128 100 328 187 126 2977 141 2909 2861 103 2758 2672
is_linear=0
shrinkage=0.0995203


Tree=3860
num_leaves=10
num_cat=0
split_feature=4 13 10 10 17 4 6 17 6
split_gain=0.0627871 0.0160245 0.022937 0.0195841 0.0157881 0.0177488 0.00883945 0.017837 0.0106196
threshold=0.15730000000000002 0.08705000000000003 0.09056500000000002 0.086165000000000019 -0.55286000000000002 0.08167000000000002 0.096575000000000022 0.0065250000000000013 0.090460000000000026
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 -6
right_child=-2 -3 -4 -5 6 -7 7 -9 -10
leaf_value=-3.2582231192981589e-05 -0.0037269177681001982 -0.0018178752435103645 0.0017829507098011562 -0.0017360021080978364 -8.3832489782074171e-05 0.0025976650162714571 -0.00030252776942514607 0.00088744845426579077 -0.00073476583485996866
leaf_weight=54 47 51 67 69 2611 47 242 256 275
leaf_count=54 47 51 67 69 2611 47 242 256 275
internal_value=0 -6.5718e-05 -4.08137e-05 -7.54256e-05 -4.23127e-05 0.00118329 -7.91344e-05 0.000307543 -0.000146142
internal_weight=0 3672 3621 3554 3485 101 3384 498 2886
internal_count=3719 3672 3621 3554 3485 101 3384 498 2886
is_linear=0
shrinkage=0.0995203


Tree=3861
num_leaves=10
num_cat=0
split_feature=4 13 10 2 4 0 0 4 5
split_gain=0.0509087 0.0130416 0.0170992 0.0168794 0.009815 0.0201152 0.0284138 0.0147649 0.0119195
threshold=0.15730000000000002 0.087945000000000009 0.09056500000000002 -0.24151999999999998 0.12498500000000003 -0.11896 -0.066264999999999991 0.11805500000000003 0.0047850000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 8 -5
right_child=-2 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.0015066619513260694 -0.0033560141745609812 -0.001689275285054886 0.001502421623512153 -0.00017006404418712666 0.0023680377228453412 -0.0012890692145216107 0.0013885177784135902 -0.0015865313057308373 0.00025308605810754034
leaf_weight=79 47 48 70 2278 50 77 80 63 927
leaf_count=79 47 48 70 2278 50 77 80 63 927
internal_value=0 -5.92221e-05 -3.74061e-05 -6.79651e-05 -3.50224e-05 0.000629107 7.00922e-05 -7.73399e-05 -4.74186e-05
internal_weight=0 3672 3624 3554 3475 207 157 3268 3205
internal_count=3719 3672 3624 3554 3475 207 157 3268 3205
is_linear=0
shrinkage=0.0995203


Tree=3862
num_leaves=10
num_cat=0
split_feature=29 12 10 0 3 5 9 26 1
split_gain=0.0367289 0.00919719 0.0132124 0.0168838 0.0486454 0.0143079 0.0108492 0.020352 0.016088
threshold=0.12737000000000004 0.087445000000000023 0.09056500000000002 0.12433000000000002 0.10583000000000002 0.62931500000000018 0.096225000000000019 0.11377500000000003 -0.06921999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -8
right_child=-2 -3 -4 4 -6 -7 8 -9 -10
leaf_value=-6.3471517934378792e-05 -0.0028558351794283391 -0.0011319645133413059 0.0013624236440951426 0.00069454848892445172 -0.0033248856817594853 0.0015890960486915997 0.0013588068101315412 -0.0013038450775731158 7.3081806162103612e-05
leaf_weight=2642 47 77 66 62 57 54 123 138 453
leaf_count=2642 47 77 66 62 57 54 123 138 453
internal_value=0 -5.54555e-05 -3.21704e-05 -5.84843e-05 -0.00122385 -1.75761e-05 -4.36724e-05 -0.000125339 0.000349059
internal_weight=0 3672 3595 3529 119 3410 3356 2780 576
internal_count=3719 3672 3595 3529 119 3410 3356 2780 576
is_linear=0
shrinkage=0.0995203


Tree=3863
num_leaves=13
num_cat=0
split_feature=4 23 3 6 6 11 17 3 10 10 17 8
split_gain=0.0401008 0.00969356 0.00951205 0.0155594 0.0176849 0.0164497 0.0140727 0.0109117 0.0106342 0.0164631 0.0150817 0.00285138
threshold=0.15730000000000002 0.086085000000000023 0.083875000000000019 0.086275000000000032 0.082725000000000021 -0.082869999999999985 -0.012754999999999999 0.084145000000000011 0.09056500000000002 0.086165000000000019 -0.55286000000000002 -0.080445000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 11 -7 -4 9 10 -9 -1
right_child=-2 -3 7 -5 -6 6 -8 8 -10 -11 -12 -13
leaf_value=0.0010005713737606457 -0.0029707792205227843 0.0011686028181274477 0.0014619576510905439 -0.00191817090110693 0.001337808012998607 -0.0023343263107480344 -0.00040736883476115058 0.0012645215195650509 0.0012886604838844447 -0.0016523288957366441 -6.4605078924210492e-05 -9.2990695801740283e-05
leaf_weight=46 47 64 49 67 57 66 90 87 59 63 2978 46
leaf_count=46 47 64 49 67 57 66 90 87 59 63 2978 46
internal_value=0 -4.47831e-05 -6.65335e-05 -0.000543175 -0.000238443 -0.000604027 -0.00122787 -1.14873e-05 -3.43984e-05 -5.96155e-05 -2.66107e-05 0.000444892
internal_weight=0 3672 3608 372 305 248 156 3236 3187 3128 3065 92
internal_count=3719 3672 3608 372 305 248 156 3236 3187 3128 3065 92
is_linear=0
shrinkage=0.0995203


Tree=3864
num_leaves=25
num_cat=0
split_feature=20 17 0 17 0 0 17 0 0 5 21 17 17 3 3 0 3 2 3 8 9 3 3 9
split_gain=0.02185 0.0247972 0.0307937 0.0226621 0.0145871 0.0313087 0.0311063 0.0198794 0.038755 0.0228967 0.0173236 0.0635124 0.0305715 0.0126172 0.0342435 0.0291495 0.0255186 0.0273033 0.0197475 0.0425008 0.0352408 0.0198595 0.0180642 0.0148492
threshold=-0.24910499999999999 -0.078119999999999995 -0.15629499999999999 -0.07107999999999999 -0.083995 -0.086775000000000005 -0.56368999999999991 -0.068604999999999985 -0.062294999999999996 0.41488500000000011 0.085955000000000018 -0.10337499999999999 -0.10193000000000001 0.087625000000000022 0.086850000000000024 -0.085794999999999996 0.086130000000000026 -0.086050000000000001 0.089655000000000026 -0.087245000000000003 0.087495000000000031 0.090595000000000023 0.092510000000000023 0.089935000000000029
decision_type=2 2 2 2 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 5 10 -6 9 -9 -8 11 -4 -12 14 16 -16 17 -5 19 -15 -21 23 -23 -20
right_child=1 3 4 13 6 -7 7 8 -10 -11 12 -13 -14 18 15 -17 -18 -19 21 20 -22 22 -24 -25
leaf_value=0.0017048785491897377 -0.0028722018274517885 0.0020291144543892821 0.00061091060106774635 0.0014787677639379276 0.0020498224525213834 -0.0028355110762344773 -4.7594201501819976e-05 -0.0029859289003676399 -0.00030837781116855087 0.0021627880322562694 -0.0011766348747068239 -0.0039462031042255038 0.0017162718140278205 0.0011527540154109581 0.00053753445880813579 0.003962637286790068 -0.0013884120447581649 -4.2812762555669674e-05 0.00020480153332312436 -0.00054738105015103382 -0.0034771797352105877 -0.0010295964225934863 0.0001253991971852129 0.002740815797685339
leaf_weight=73 48 62 74 169 63 64 326 64 334 54 68 51 77 71 53 47 89 375 46 101 69 152 1139 47
leaf_count=73 48 62 74 169 63 64 326 64 334 54 68 51 77 71 53 47 89 375 46 101 69 152 1139 47
internal_value=0 -3.40597e-05 -0.000399483 0.000150276 -0.000297773 -0.000854432 -7.57241e-05 -0.000248896 -0.000740996 0.000264359 -0.00038181 -0.00124184 0.000353953 0.000100528 0.000443413 0.00215552 0.000171645 0.000428379 -5.36356e-05 -0.000885334 -0.00174135 9.0599e-05 -9.95382e-06 0.00149525
internal_weight=0 3643 1223 2420 1175 334 841 778 398 380 270 125 145 2358 733 100 633 544 1625 241 170 1384 1291 93
internal_count=3716 3643 1223 2420 1175 334 841 778 398 380 270 125 145 2358 733 100 633 544 1625 241 170 1384 1291 93
is_linear=0
shrinkage=0.0995203


Tree=3865
num_leaves=16
num_cat=0
split_feature=6 5 9 4 20 6 0 26 26 3 2 26 3 18 2
split_gain=0.0199386 0.014014 0.0150269 0.0219885 0.0160416 0.0165799 0.0126634 0.00943222 0.0786454 0.0474586 0.030908 0.0168024 0.0772093 0.0129666 0.0136075
threshold=0.23153500000000005 0.6362850000000001 0.11007500000000002 0.12498500000000003 -0.064180000000000001 -0.060679999999999998 -0.055729999999999995 0.10393000000000002 0.11081000000000002 0.090360000000000024 -0.080644999999999994 0.097315000000000026 0.097880000000000023 -0.45171999999999995 -0.075209999999999985
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 -7 11 -9 -10 -11 13 -13 -1 -15
right_child=-2 -3 3 -5 5 6 -8 8 9 10 -12 12 -14 14 -16
leaf_value=-0.0015559778155148662 0.0018150313983965763 -0.0017185163799744876 0.0017863449119607461 0.0025839173342058581 -0.0014566096605578875 -0.00046455877637378065 0.0015995695228552449 -0.0038665028362418596 0.0028443268690643139 -0.0025931130668215888 0.00014469816396327974 -0.0012798566686148957 0.0039469617528367935 0.00013180870770753122 -0.000328836663763594
leaf_weight=56 59 48 54 50 64 60 57 59 52 53 176 59 53 1849 967
leaf_count=56 59 48 54 50 64 60 57 59 52 53 176 59 53 1849 967
internal_value=0 -2.91677e-05 -6.47236e-06 0.000686798 0.000279672 -0.00016531 0.000534046 -6.61597e-05 -0.000562848 0.000127889 -0.000485369 -9.29224e-06 0.00118624 -5.61997e-05 -2.60839e-05
internal_weight=0 3657 3609 285 235 181 117 3324 340 281 229 2984 112 2872 2816
internal_count=3716 3657 3609 285 235 181 117 3324 340 281 229 2984 112 2872 2816
is_linear=0
shrinkage=0.0995203


Tree=3866
num_leaves=24
num_cat=0
split_feature=6 17 17 17 1 8 21 18 21 17 17 3 3 6 17 3 6 3 6 18 6 3 27
split_gain=0.0161675 0.015952 0.030917 0.0187927 0.0138476 0.0252219 0.0174947 0.0314449 0.0277293 0.0184897 0.025819 0.00994073 0.0292432 0.0529648 0.0221338 0.0237555 0.0214197 0.0154589 0.0412663 0.0502543 0.0170325 0.0285524 0.0221051
threshold=0.23153500000000005 -0.078119999999999995 -0.082354999999999998 -0.07107999999999999 0.058455000000000014 -0.062834999999999988 0.08957500000000003 -0.17307499999999998 0.08708500000000001 -0.11248999999999999 -0.26636999999999994 0.087625000000000022 0.086850000000000024 -0.0093650000000000001 -0.015464999999999998 0.084855000000000028 0.089090000000000016 0.089655000000000026 0.089430000000000023 -0.063154999999999989 -0.085609999999999992 0.090360000000000024 0.083925000000000013
decision_type=2 2 2 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 -6 7 -1 -9 10 -8 12 14 -14 15 -5 -16 18 19 -13 22 -22 -19
right_child=-2 3 -4 11 5 -7 9 8 -10 -11 -12 17 13 -15 16 -17 -18 20 -20 -21 21 -23 -24
leaf_value=0.0019272839606677384 0.0016343992704034439 0.0018315096702541179 -0.0027709010902421433 0.00041621436656889664 0.00027321631767830099 -0.0028597241619816864 0.00067143294757867093 -0.00034906245608893488 -0.002571230945375421 0.0023476938770132039 -0.0019347153132469972 -0.0015726940534526686 0.0044444644991206705 -0.00013687604417466642 0.00016725533980961236 -0.0026178028607331178 0.0022119902217707923 -0.00070892150946708305 -0.0025149708465785447 0.0020108591623465171 0.0027276152016284818 0.00020247059828426735 0.00084049436862767125
leaf_weight=55 59 62 49 47 49 52 206 654 61 47 46 79 46 54 475 55 57 421 88 76 47 815 116
leaf_count=55 59 62 49 47 49 52 206 654 61 47 46 79 46 54 475 55 57 421 88 76 47 815 116
internal_value=0 -2.62649e-05 -0.000320397 0.000120465 -0.000217069 -0.00133168 -0.000110994 -0.000362508 -0.000539791 0.00053398 0.000192459 7.54723e-05 0.000380089 0.00196236 0.000129229 -0.00121175 0.000387873 -6.01978e-05 -0.000793148 0.000179122 6.65272e-05 0.000341102 -0.0003727
internal_weight=0 3657 1219 2438 1170 101 1069 770 715 299 252 2376 734 100 634 102 532 1642 243 155 1399 862 537
internal_count=3716 3657 1219 2438 1170 101 1069 770 715 299 252 2376 734 100 634 102 532 1642 243 155 1399 862 537
is_linear=0
shrinkage=0.0995203


Tree=3867
num_leaves=16
num_cat=0
split_feature=20 17 17 2 1 2 5 17 17 6 9 9 9 17 6
split_gain=0.0134612 0.0161707 0.0243064 0.0171201 0.0290095 0.0262244 0.0217398 0.0159034 0.0149679 0.00884323 0.0108628 0.0365935 0.033134 0.0315404 0.0190056
threshold=-0.24910499999999999 -0.078119999999999995 -0.082354999999999998 0.097285000000000024 -0.50597999999999999 0.11665500000000002 0.63455500000000009 -0.086174999999999988 -0.07107999999999999 0.12638500000000005 0.08888500000000002 0.08938500000000002 0.088365000000000013 -0.040589999999999994 0.085845000000000019
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 -6 -3 10 12 -12 14 -13 -10
right_child=1 8 -4 5 6 -7 -8 -9 9 -11 11 13 -14 -15 -16
leaf_value=0.0013382645368781084 0.0019680923559806107 0.001649237367062475 -0.0024951405270502024 -0.0029565959247846193 -0.000216815123312962 0 -0.0022153600313550063 0.0016794777041832854 -8.7522115739715995e-05 0.0013179459407724793 -0.0026327625822991489 -0.001919629957836302 0.0027185436037191631 0.00014287859073455837 0.00077546320039841737
leaf_weight=73 63 62 49 55 893 65 52 46 989 56 58 81 51 784 339
leaf_count=73 63 62 49 55 893 65 52 46 989 56 58 81 51 784 339
internal_value=0 -2.66336e-05 -0.000321763 -0.000230354 -0.000101281 -0.00135722 -0.000233662 -0.000123047 0.000122178 8.16794e-05 5.12495e-05 -0.000212539 0.000228404 -4.93118e-05 0.000132157
internal_weight=0 3643 1223 1174 1054 120 991 939 2420 2358 2302 923 1379 865 1328
internal_count=3716 3643 1223 1174 1054 120 991 939 2420 2358 2302 923 1379 865 1328
is_linear=0
shrinkage=0.0995203


Tree=3868
num_leaves=22
num_cat=0
split_feature=4 9 24 6 9 6 6 9 20 9 5 5 19 5 5 5 6 26 30 17 4
split_gain=0.0138785 0.0374805 0.0444307 0.0222544 0.0146806 0.0280927 0.0618848 0.017681 0.0409878 0.0265217 0.0158626 0.0514958 0.0341164 0.0277065 0.0217283 0.0205165 0.01932 0.0144967 0.010429 0.0123663 0.0210786
threshold=0.11860000000000002 0.11351500000000002 -0.067319999999999991 -0.46637499999999998 0.084535000000000013 0.087670000000000012 0.096575000000000022 0.08401500000000002 -0.0071449999999999994 0.083795000000000022 -0.021739999999999999 -0.017704999999999995 0.11160000000000002 -0.012464999999999999 -0.031929999999999993 -0.040404999999999996 0.098855000000000012 0.085790000000000019 0.098380000000000009 0.011640000000000003 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
left_child=3 2 -2 -1 5 7 -7 9 -9 17 14 -12 13 -13 15 16 -6 -5 19 20 -4
right_child=1 -3 18 4 10 6 -8 8 -10 -11 11 12 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0021561398007098657 0.0037815929504778243 -0.0017435287770549853 0.0028090800361859707 -0.00028870095169428379 2.0431779100871611e-05 -0.0041766352246752252 0.00034280989853939156 -0.00084046516022875635 0.0030657156827162435 -0.0021650500786216291 0.0033714446729677119 -0.0019719823653958288 0.0026472858226628754 0.00022548011697177378 -0.0020881287523774948 0.0019085290105289752 -0.0012908887065471609 0.0010296099970739732 -0.00064750143015406079 -0.00011687286620979497 0.0001773668289370132
leaf_weight=49 49 57 60 674 802 56 64 54 52 69 54 60 55 1062 55 50 129 94 59 78 62
leaf_count=49 49 57 60 674 802 56 64 54 52 69 54 60 55 1062 55 50 129 94 59 78 62
internal_value=0 0.000595401 0.00103091 -5.05182e-05 -1.92887e-05 -0.000324656 -0.00175944 -0.000141206 0.00106805 -0.000295328 0.000123537 0.000365247 0.000226628 0.000107239 -0.000162877 -5.41026e-05 -0.000160386 -0.000126279 0.000507353 0.000852128 0.00147836
internal_weight=0 365 308 3379 3330 1063 120 943 106 837 2267 1231 1177 1122 1036 981 931 768 259 200 122
internal_count=3744 365 308 3379 3330 1063 120 943 106 837 2267 1231 1177 1122 1036 981 931 768 259 200 122
is_linear=0
shrinkage=0.0995203


Tree=3869
num_leaves=31
num_cat=0
split_feature=0 4 26 2 2 3 9 2 2 3 26 0 2 26 0 26 17 20 2 2 8 21 0 3 3 17 9 1 8 21
split_gain=0.0135573 0.0241386 0.0263574 0.0289124 0.0783646 0.0529967 0.0976112 0.0375922 0.0387549 0.0228843 0.0218498 0.049927 0.057824 0.0376609 0.0352931 0.0230571 0.0287024 0.0163678 0.039884 0.018598 0.0150765 0.0182224 0.0143068 0.0286393 0.0155665 0.0206539 0.0107924 0.0105489 0.0270784 0.0192111
threshold=-0.084369999999999987 0.14903500000000006 -0.22971 -0.082084999999999991 -0.083769999999999997 0.08895500000000002 0.09143500000000003 -0.08569499999999998 -0.087444999999999995 0.088285000000000016 0.08919500000000001 -0.085794999999999996 -0.086304999999999993 0.09032500000000003 -0.086474999999999996 0.08709500000000002 -0.0023699999999999997 -0.06916499999999999 -0.080974999999999991 -0.079954999999999984 -0.091134999999999994 0.086835000000000009 -0.087394999999999987 0.08708500000000001 0.09940000000000003 -0.026504999999999997 0.08758500000000001 0.005935000000000001 -0.01187 0.11729000000000002
decision_type=2 2 2 2 2 2 2 2 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 7 -6 -7 8 -4 -9 11 14 -13 -12 15 20 -17 27 -19 -20 26 -22 23 -15 25 -25 -1 28 -5 -29
right_child=1 -3 3 17 5 6 -8 9 -10 -11 13 12 -14 22 -16 16 -18 18 19 -21 21 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.00074070757146714374 -0.0015933995358488205 0.0023247229745874576 6.0596228137277645e-05 0.0018361468420596127 0.0049951532503579839 -0.0018325831284219222 0.0044779149395750917 0 0.0022318030732368451 -0.0029767289286992946 0.0030443547671399084 -0.00051522330259441305 -0.0045481124568051527 -0.0024900634032643068 0.0021918141838235283 -0.0031551299535834678 -0.00018133044101699346 -0.0028855805049584639 0.0015933727623028155 -0.00026924309614166219 -0.00082358554246936961 0.00016338969276450191 0.0014810211974238647 -0.00037403853406531062 -0.00081329804583066636 0.0023571570021490395 -0.00081714402997173897 -0.0016716989935175973 -0.00096628724493679158 0.0010993921243242844
leaf_weight=250 84 51 379 122 60 50 47 49 104 54 50 91 58 46 60 59 72 56 57 761 400 343 58 52 75 57 53 48 47 51
leaf_count=250 84 51 379 122 60 50 47 49 104 54 50 91 58 46 60 59 72 56 57 761 400 343 58 52 75 57 53 48 47 51
internal_value=0 0.000186155 0.000130347 0.000207595 0.000690953 0.00266587 0.00121664 0.000160439 0.000529798 -0.00156365 -0.000193765 -0.000369074 -0.00209057 0.000522681 -0.000161053 -0.000281691 -0.00152692 -0.000106167 -0.000315405 -0.000138451 -0.000124957 -0.000366855 8.20474e-05 -0.000267178 0.000284094 0.00104669 0.00046551 0.000573146 0.00105193 -0.000235898
internal_weight=0 2020 1969 1885 743 157 97 586 483 103 1724 1386 149 338 1237 1177 131 1142 874 818 1046 743 288 230 184 109 303 268 169 99
internal_count=3744 2020 1969 1885 743 157 97 586 483 103 1724 1386 149 338 1237 1177 131 1142 874 818 1046 743 288 230 184 109 303 268 169 99
is_linear=0
shrinkage=0.0995203


Tree=3870
num_leaves=16
num_cat=0
split_feature=4 29 6 2 6 4 4 3 21 6 6 2 8 6 2
split_gain=0.0111373 0.0156452 0.0123727 0.0299608 0.0165073 0.0130742 0.0139262 0.0277091 0.0180413 0.0120317 0.0172422 0.0111625 0.0164008 0.0171748 0.0103057
threshold=0.12498500000000003 -0.08781499999999999 0.12241500000000002 -0.068279999999999993 0.11642500000000001 0.075700000000000031 0.08544000000000003 0.084795000000000023 -0.035574999999999996 -0.14765999999999999 -0.13803499999999999 -0.026175 -0.092299999999999993 -0.26746999999999993 0.41639000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 9 7 -7 -8 -3 -11 -2 14 -14 -13
right_child=11 2 3 -5 -6 6 8 -9 -10 10 -12 12 13 -15 -16
leaf_value=-0.001737665118250882 0.0015734317441723038 -0.0010665625792994819 -0.0025077359855245162 0.00032356306607872433 0.0015724975759478228 0.00019187042132959805 -0.0015634281462428878 -0.0024472359947895557 5.3532708066141799e-05 0.002000012734457986 0.00011163821736543394 -6.4637006828056659e-05 -0.0019057091639611513 0.00069116007680219667 0.0017964337597131846
leaf_weight=53 83 83 65 85 67 74 78 83 546 49 2258 50 55 46 69
leaf_count=53 83 83 65 85 67 74 78 83 546 49 2258 50 55 46 69
internal_value=0 -4.08857e-05 -1.41005e-05 -0.000897876 2.65875e-05 -5.8179e-06 -0.000359568 -0.00119811 -0.000147276 0.000109437 0.000152102 0.000588437 0.000213104 -0.000714872 0.00100759
internal_weight=0 3441 3388 150 3238 3171 781 157 624 2390 2307 303 220 101 119
internal_count=3744 3441 3388 150 3238 3171 781 157 624 2390 2307 303 220 101 119
is_linear=0
shrinkage=0.0995203


Tree=3871
num_leaves=24
num_cat=0
split_feature=0 0 4 26 2 2 2 2 2 26 0 2 26 0 26 17 8 8 21 21 6 8 2
split_gain=0.0105609 0.0210513 0.0185387 0.0194909 0.0271873 0.0477169 0.0415021 0.0655577 0.0417266 0.0174349 0.0411142 0.0470041 0.0304875 0.028312 0.0195684 0.0133725 0.0121116 0.0457389 0.0359715 0.0241577 0.0159132 0.00942225 0.0129238
threshold=-0.084369999999999987 -0.083995 0.14903500000000006 -0.22971 -0.080329999999999999 -0.07934999999999999 -0.083769999999999997 -0.082594999999999988 -0.08569499999999998 0.08919500000000001 -0.085794999999999996 -0.086304999999999993 0.09032500000000003 -0.086474999999999996 0.088165000000000021 0.07134500000000002 -0.091134999999999994 -0.081234999999999988 0.09407500000000002 0.085470000000000018 0.089610000000000009 -0.49499500000000002 -0.082294999999999993
decision_type=2 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 -3 6 -6 8 -8 -5 10 13 -12 -11 14 21 -7 19 -18 -19 20 -14 -1 -23
right_child=1 2 -4 4 5 15 7 -9 -10 12 11 -13 16 -15 -16 -17 17 18 -20 -21 -22 22 -24
leaf_value=0.0011254417917656993 0.0022020014143959809 -0.0014287026465176083 0.0019856430685733645 0.00044165141971532818 -0.0032815850551006355 0.00016931372373940506 0.0036320173921138973 0.00041624881282956481 -0.0018566536394831617 0.0027369335965403904 -0.00046932936557562586 -0.0041065935813898004 -0.0027457099044617102 0.0019675956768324069 -0.0020312966797771856 -0.00065784497165545281 0.0033108677991033893 -0.0023937975707236923 0.0014554391903064809 0.0012027871733239573 -0.00016282888867390281 0.00025346688011539331 -0.00047360118939363823
leaf_weight=54 49 83 51 466 48 682 97 180 94 50 91 58 49 60 58 270 46 49 47 50 47 370 695
leaf_count=54 49 83 51 466 48 682 97 180 94 50 91 58 49 60 58 270 46 49 47 50 47 370 695
internal_value=0 0.000163492 0.000112399 6.22142e-05 0.000130023 -0.000219662 0.000548785 0.0015453 5.44025e-05 -0.000171825 -0.000328461 -0.00189067 0.000468056 -0.000139627 -0.000247742 -6.44197e-05 7.13108e-05 0.000728236 -0.000500748 -0.00056201 -0.0014897 -0.000154566 -0.000220236
internal_weight=0 2020 1971 1920 1837 1000 837 277 560 1724 1386 149 338 1237 1177 952 288 142 96 146 96 1119 1065
internal_count=3744 2020 1971 1920 1837 1000 837 277 560 1724 1386 149 338 1237 1177 952 288 142 96 146 96 1119 1065
is_linear=0
shrinkage=0.0995203


Tree=3872
num_leaves=17
num_cat=0
split_feature=29 0 17 6 6 2 3 35 1 4 4 10 4 4 2 20
split_gain=0.0173821 0.0136693 0.0224322 0.0332769 0.0797666 0.0562148 0.0188616 0.00958533 0.0189792 0.0170582 0.0197002 0.0237795 0.0190029 0.0153258 0.0247278 0.00909248
threshold=-0.11266 -0.14075499999999999 -0.095109999999999986 1.0000000180025095e-35 -0.097455 0.08814000000000001 0.092395000000000019 1.0000000180025095e-35 0.51334500000000016 0.11163000000000002 0.10300500000000003 0.086165000000000019 0.094025000000000011 0.11670500000000002 -0.032624999999999994 0.0033350000000000007
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 -6 -4 8 9 10 12 -12 -3 -11 -15 -8
right_child=1 7 3 -5 5 -7 15 -9 -10 13 11 -13 -14 14 -16 -17
leaf_value=0.0017772500535813442 -0.0011378246593877794 -2.9502499850333064e-05 -0.0018872023938528567 -0.0011210148976298214 0.00059101259350814348 0.0046679951167281726 0.0011794764328652569 -0.0015047449951244389 0.0015513924211585661 -0.0024102196859155873 0.0025528365221270614 -0.00034099405257696438 -0.0015774262508247059 0.0013542073809392134 -0.0011009019165261708 -0.00045004553179938826
leaf_weight=55 70 2654 46 73 57 83 75 46 71 51 63 50 81 54 162 61
leaf_count=55 70 2654 46 73 57 83 75 46 71 51 63 50 81 54 162 61
internal_value=0 -4.89895e-06 0.000499374 0.000791583 0.00122773 0.00301393 -0.000141777 -7.77039e-05 -5.68431e-05 -9.37623e-05 -2.21597e-05 0.00126514 -7.56453e-05 -0.000854458 -0.000483334 0.000442569
internal_weight=0 3697 465 395 322 140 182 3232 3186 3115 2848 113 2735 267 216 136
internal_count=3752 3697 465 395 322 140 182 3232 3186 3115 2848 113 2735 267 216 136
is_linear=0
shrinkage=0.0995203


Tree=3873
num_leaves=24
num_cat=0
split_feature=29 0 17 6 6 5 18 0 6 6 6 0 8 8 26 0 0 17 17 18 0 5 8
split_gain=0.014096 0.0113725 0.0137708 0.0305585 0.0443636 0.0281155 0.0581308 0.0209229 0.00981598 0.0231937 0.0182293 0.0145236 0.0400212 0.047513 0.0277918 0.0241723 0.0222055 0.014128 0.0323054 0.0200153 0.0361795 0.0205424 0.0193893
threshold=-0.11266 -0.13417999999999999 -0.095109999999999986 1.0000000180025095e-35 -0.045589999999999999 -0.09583499999999999 0.086065000000000016 -0.1525 0.085570000000000021 0.084050000000000027 0.086275000000000032 -0.082339999999999983 -0.085289999999999991 -0.087770000000000001 0.08919500000000001 -0.081854999999999997 -0.080974999999999991 -0.0064000000000000003 -0.0094900000000000002 -0.015069999999999998 -0.085754999999999984 -0.047864999999999998 0.10068500000000002
decision_type=2 2 2 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 7 -7 -4 9 17 -10 12 13 -12 -14 -13 -17 18 22 20 -19 -21 -3
right_child=1 8 3 -5 -6 6 -8 -9 10 -11 11 15 14 -15 -16 16 -18 19 -20 21 -22 -23 -24
leaf_value=0.0016003777277265139 -0.00079133738215723926 0.00011549385963246047 -0.00093205040085814 -0.0011447155900353801 0.0034838263721969176 -0.00015151430252419393 0.0043476072232120164 0.0014170610190082768 0.0019386853803298723 -0.0017899093782448802 -0.000351797581833464 0.0022456599564485732 -0.0029465371024573737 0.0029971497480394457 -0.00031877240889273097 -0.0015442277646600232 0.00035190822315008414 -0.0035809893371969519 0.0026800160225793021 -0.00044815209589731331 -0.00032449516446441805 0.0010829982980055132 -0.0014284179495029641
leaf_weight=55 77 952 128 77 61 67 49 53 54 88 187 60 80 54 81 68 602 53 46 575 95 102 88
leaf_count=55 77 952 128 77 61 67 49 53 54 88 187 60 80 54 81 68 602 53 46 575 95 102 88
internal_value=0 -4.47751e-06 0.000430632 0.000648816 0.00103686 0.000531531 0.00174192 -0.000239666 -7.46799e-05 -0.000209426 0.000151743 6.57774e-05 -0.000413687 0.000395193 -0.00162958 0.000330933 0.000158243 -0.000136217 9.90149e-05 -0.00044686 -0.0014962 -0.000216253 -1.43578e-05
internal_weight=0 3697 512 435 358 297 116 181 3185 1999 1186 1132 402 241 161 730 670 1911 1086 825 148 677 1040
internal_count=3752 3697 512 435 358 297 116 181 3185 1999 1186 1132 402 241 161 730 670 1911 1086 825 148 677 1040
is_linear=0
shrinkage=0.0995203


Tree=3874
num_leaves=19
num_cat=0
split_feature=30 0 0 0 1 1 9 3 3 3 9 27 0 0 8 8 0 17
split_gain=0.012724 0.019099 0.0120602 0.0221067 0.0209597 0.0316157 0.0204435 0.0172321 0.0327591 0.0232434 0.0129437 0.057475 0.0410632 0.0129719 0.0365154 0.0737277 0.0195748 0.0147512
threshold=0.10801000000000002 -0.066264999999999991 -0.071029999999999996 -0.069569999999999993 0.058455000000000014 -0.0021099999999999995 0.096830000000000013 0.098225000000000021 0.092395000000000019 0.10426500000000002 0.11351500000000002 -0.015455 -0.095339999999999994 -0.079805000000000001 -0.052214999999999998 -0.068099999999999994 -0.080434999999999993 0.016900000000000005
decision_type=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 7 -6 8 -5 -9 11 -1 -12 16 15 -15 17 -13
right_child=1 -3 3 4 6 -7 -8 9 -10 -11 12 13 -14 14 -16 -17 -18 -19
leaf_value=0.0033803844295284165 -0.00025893087503873569 0.0025791053064775785 -0.0020807375657622071 -0.00017881018535380926 -0.0021908700856233727 0.0022674033824609456 -5.3643402566272324e-05 -0.0024328425822350511 0.0024879316447072946 -0.00023221517519188557 0.0012529576713246351 0.00018031650369810048 -0.0026773271105355019 0.00070286785542445895 0.0025903452393901357 -0.0033233049808630054 -0.0018706359048477226 -0.00041299259134499082
leaf_weight=53 46 47 66 171 91 59 88 56 62 323 46 1491 61 336 73 52 56 575
leaf_count=53 46 47 66 171 91 59 88 56 62 323 46 1491 61 336 73 52 56 575
internal_value=0 0.00116654 -1.21062e-05 -0.000324964 -0.00018767 6.64235e-05 -0.00114474 -0.000144425 0.000527282 -0.000559534 9.20714e-05 0.0001359 -0.000980021 6.90104e-05 0.000547607 0.000161167 -3.4578e-05 1.47931e-05
internal_weight=0 93 3659 916 850 671 179 612 233 379 2743 2636 107 2583 461 388 2122 2066
internal_count=3752 93 3659 916 850 671 179 612 233 379 2743 2636 107 2583 461 388 2122 2066
is_linear=0
shrinkage=0.0995203


Tree=3875
num_leaves=10
num_cat=0
split_feature=29 8 2 8 3 26 8 26 18
split_gain=0.0103818 0.00939659 0.0177401 0.00753082 0.0198919 0.00760614 0.0140301 0.0109987 0.00919351
threshold=-0.11266 -0.51030999999999993 0.42989000000000011 0.15415000000000004 0.10583000000000002 -0.14224499999999998 0.0017700000000000003 -0.097259999999999999 -0.098315
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 -3 -7 -9
right_child=1 2 -4 4 -6 7 -8 8 -10
leaf_value=0.0013724266528356763 0.0010756171136450802 -4.0060706089533182e-05 -0.0017701890274639225 0.00035499194394986183 -0.0023343992687743006 -0.0014680451536999029 0.0021230751489250584 -0.00041526912164892055 8.3300357847576934e-05
leaf_weight=55 78 76 57 62 48 50 48 420 2858
leaf_count=55 78 76 57 62 48 50 48 420 2858
internal_value=0 -4.84833e-06 -2.83617e-05 -2.58736e-07 -0.000811119 2.53427e-05 0.000790681 -2.92757e-06 1.91705e-05
internal_weight=0 3697 3619 3562 110 3452 124 3328 3278
internal_count=3752 3697 3619 3562 110 3452 124 3328 3278
is_linear=0
shrinkage=0.0995203


Tree=3876
num_leaves=14
num_cat=0
split_feature=10 4 28 29 30 3 3 8 21 8 21 10 3
split_gain=0.0113125 0.0544087 0.0186745 0.00886368 0.0145285 0.00839525 0.0228639 0.0191512 0.0181098 0.0270652 0.0152525 0.0103826 0.0110247
threshold=0.086275000000000018 0.10801000000000002 0.080375000000000016 0.0050600000000000011 1.0000000180025095e-35 0.10726500000000001 0.10556500000000002 0.10528000000000003 0.089910000000000032 -0.071594999999999992 0.10143500000000001 0.080380000000000021 0.10293500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 11 8 9 -7 -10 12 -1
right_child=1 -3 -4 4 -6 7 -8 -9 10 -11 -12 -13 -14
leaf_value=-0.00016313443441748731 0.0024623312658590664 -0.0013824225836610374 0.0015672476344985012 0.0020676397419959183 -0.00026793727775130486 6.1733707642888428e-06 -0.0020142753209731008 -0.0015494965094987032 -0.0014473114466425159 0.0017082676166348596 0.0001443933207212381 -0.0015440702732791515 0.00092873615478095833
leaf_weight=2428 86 63 69 49 56 201 67 59 76 173 274 52 95
leaf_count=2428 86 63 69 49 56 201 67 59 76 173 274 52 95
internal_value=0 0.000831203 -5.36041e-05 -8.55184e-05 0.000814203 -0.00011334 -0.000198307 0.00017231 0.000313754 0.000795695 -0.000198895 -0.000150739 -0.000121697
internal_weight=0 149 3599 3530 105 3425 2642 783 724 374 350 2575 2523
internal_count=3748 149 3599 3530 105 3425 2642 783 724 374 350 2575 2523
is_linear=0
shrinkage=0.0995203


Tree=3877
num_leaves=14
num_cat=0
split_feature=5 28 1 1 5 1 1 1 26 3 26 3 9
split_gain=0.0251869 0.00991325 0.00901452 0.0292372 0.0424283 0.0303389 0.0157801 0.0139322 0.0184873 0.0311274 0.0164524 0.00971828 0.00937549
threshold=0.62931500000000018 0.080375000000000016 -0.087734999999999994 -0.085184999999999997 -0.0091849999999999987 -0.084204999999999988 -0.082635 -0.088694999999999982 0.093535000000000021 0.095630000000000021 0.090020000000000031 0.084380000000000024 -0.082514999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 -5 -7 8 10 -10 12 -8 -1
right_child=-2 -3 3 5 -6 6 11 -9 9 -11 -12 -13 -14
leaf_value=0.0011074967750283569 0.001730213414394276 0.0010693458624496258 -7.8288062569895954e-05 -0.0025959489317966813 0.0038982789662176005 0.0014455875863063703 -0.00064679567059554093 -0.002048691608702133 -0.0032898337617567946 0.00011294362521487581 0.0015346481375389446 4.0518321984934484e-06 -0.00036176106623969699
leaf_weight=47 80 76 62 46 46 71 251 47 50 56 58 2374 484
leaf_count=47 80 76 62 46 46 71 251 47 50 56 58 2374 484
internal_value=0 -5.46933e-05 -7.87037e-05 1.45433e-06 0.00160786 -6.1519e-05 -1.79721e-05 -0.000387692 -0.000274187 -0.00148442 -5.49967e-05 -5.78697e-05 -0.000230172
internal_weight=0 3668 3592 2850 108 2742 2696 742 695 106 589 2625 531
internal_count=3748 3668 3592 2850 108 2742 2696 742 695 106 589 2625 531
is_linear=0
shrinkage=0.0995203


Tree=3878
num_leaves=17
num_cat=0
split_feature=5 12 2 20 2 0 27 3 5 17 1 3 0 9 0 9
split_gain=0.0204293 0.00771053 0.0100382 0.0178464 0.0252938 0.062171 0.00945185 0.00857854 0.0201016 0.0437339 0.0373606 0.021677 0.0138682 0.0104223 0.0242158 0.0129873
threshold=0.63455500000000009 0.098385000000000028 -0.13088999999999998 -0.091229999999999992 -0.24163499999999999 -0.061654999999999995 0.076195000000000027 0.084505000000000011 -0.0091849999999999987 -0.011174999999999999 -0.082489999999999994 0.081685000000000021 0.099665000000000017 -0.095314999999999997 -0.14680499999999999 -0.087554999999999994
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 -6 8 9 -4 -11 -10 13 14 -9 -15
right_child=-2 -3 7 4 5 -7 -8 12 11 10 -12 -13 -14 15 -16 -17
leaf_value=-0.0011822007116936118 0.0018222330407139835 -0.0012598286524212359 -0.0027902775490183792 -0.0009367946915332235 -0.00079292843426536416 0.004181610346163607 0.00092262609100674604 -0.0010565934645406054 -0.00078463468368497732 0.0020840570927081917 -0.0011070714332695071 0.0018962947945381677 -0.0014039600365461011 -0.0015042006968398103 0.0016498091738032454 7.1173496894713107e-07
leaf_weight=50 59 51 90 58 52 57 81 47 60 54 111 59 70 58 106 2685
leaf_count=50 59 51 90 58 52 57 81 47 60 54 111 59 70 58 106 2685
internal_value=0 -4.42821e-05 -2.70167e-05 0.000526077 0.000873789 0.0014308 0.000245728 -7.66097e-05 -0.000525849 -0.00102538 -5.77404e-05 0.000537687 -1.96865e-05 1.34905e-05 0.00081308 -3.08108e-05
internal_weight=0 3689 3638 298 248 190 133 3340 374 255 165 119 2966 2896 153 2743
internal_count=3748 3689 3638 298 248 190 133 3340 374 255 165 119 2966 2896 153 2743
is_linear=0
shrinkage=0.0995203


Tree=3879
num_leaves=18
num_cat=0
split_feature=17 17 28 1 1 17 1 18 18 5 4 0 0 1 3 3 18
split_gain=0.018335 0.0299123 0.00645983 0.00627168 0.0229341 0.0542889 0.0254268 0.0160246 0.0233348 0.0247901 0.0202111 0.0157716 0.0272837 0.0129905 0.0110405 0.00658872 0.00600921
threshold=-0.55286000000000002 -0.56655999999999984 0.080375000000000016 -0.087734999999999994 -0.085184999999999997 -0.011809999999999999 -0.084204999999999988 -0.096219999999999986 -0.087724999999999984 0.0035750000000000005 0.079660000000000022 -0.083514999999999992 -0.080204999999999985 -0.082849999999999993 0.084505000000000011 0.11404500000000002 -0.14734
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -5 -6 10 9 -9 -2 14 -13 -8 -10 -15 -12
right_child=2 -3 -4 4 6 -7 13 8 11 -11 16 12 -14 15 -16 -17 -18
leaf_value=-0.00020008654196924198 0.0019564595279764826 0.0027583148184481617 0.00083297416785180515 0.0035645606589785432 -0.0023872915153411267 -0.00089144234754391812 0.0014587863671548899 -0.00058102205634137248 -0.002303661535824899 -0.003527305577767207 0.00043546711426112084 0.0020230240369186643 -0.00034491076443961662 -0.00014293631802779285 -0.00033660354602840233 0.00023836633004515779 -0.0011482209956111349
leaf_weight=75 61 61 79 56 46 52 57 67 53 50 46 60 244 2057 63 573 48
leaf_count=75 61 61 79 56 46 52 57 67 53 50 46 60 244 2057 63 573 48
internal_value=0 0.00112082 -5.61915e-05 -7.63055e-05 -1.05673e-05 0.0014115 -6.70626e-05 -0.00034501 -0.000603029 -0.00184712 0.000543619 -0.000254513 0.000119752 -2.70368e-05 -0.0012424 -5.95504e-05 -0.000364516
internal_weight=0 136 3612 3533 2841 108 2733 692 537 117 155 420 304 2687 116 2630 94
internal_count=3748 136 3612 3533 2841 108 2733 692 537 117 155 420 304 2687 116 2630 94
is_linear=0
shrinkage=0.0995203


Tree=3880
num_leaves=24
num_cat=0
split_feature=3 6 3 0 3 18 0 17 19 8 5 9 19 19 5 19 8 17 2 17 9 19 0
split_gain=0.0241082 0.0564318 0.0228255 0.0580604 0.0797575 0.0400832 0.0677588 0.0214643 0.0193652 0.0145064 0.0197571 0.0162642 0.0107887 0.00972645 0.026317 0.0132779 0.0253948 0.0131893 0.0362697 0.024087 0.00923483 0.00636042 0.00452282
threshold=0.083955000000000016 0.087235000000000021 0.085505000000000012 -0.084534999999999985 0.084795000000000023 -0.016464999999999997 -0.088484999999999994 -0.0038549999999999999 0.078135000000000024 -0.090809999999999988 -0.011514999999999999 0.083835000000000021 -0.13541 0.11028000000000003 -0.035924999999999999 0.095150000000000026 -0.086154999999999995 0.11180000000000002 -0.084674999999999986 0.093960000000000016 0.089855000000000032 0.13062000000000004 -0.089449999999999988
decision_type=2 2 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 -2 -7 -8 9 22 11 -11 -4 15 20 17 -17 19 -19 -14 -15 -22 -1
right_child=2 -3 12 4 -6 6 7 -9 -10 10 -12 -13 13 14 -16 16 -18 18 -20 -21 21 -23 -24
leaf_value=0.0014871858821271173 -0.0023816513571638031 0.0038441588352050365 -0.0015460998738057714 1.0983736584597239e-05 -0.0055176677228063751 -0.002452741824276114 0.00084117220773936179 0.003590102529489993 0.0020596094883725243 0.0011637038568331952 -0.0019271957521400668 -0.0010080658213526394 -5.7912819712401042e-05 0.00079681612832890902 -0.0020830990267289859 -0.00036103324097910627 0.0026953151502257309 0.0029735799642980538 0.00013375344884177445 -0.002359924218891237 -0.0014585331775594421 0.000174099370753325 0.00016013763287576674
leaf_weight=58 53 49 47 49 54 46 65 51 50 73 68 64 2184 88 82 55 52 52 316 46 46 47 48
leaf_count=58 53 49 47 49 54 46 65 51 50 73 68 64 2184 88 82 55 52 52 316 46 46 47 48
internal_value=0 0.000673927 -0.000134658 -0.000936729 -0.00287959 -2.15635e-06 0.000771268 0.00205681 0.00024135 -4.83425e-05 -0.000539586 0.000143179 -4.97901e-05 -2.58193e-05 -0.000603748 3.00685e-05 0.00111664 -1.43677e-05 0.000537258 -0.000105765 6.19334e-05 -0.000624637 0.000893982
internal_weight=0 410 3333 318 103 215 162 116 361 311 205 137 3015 2968 263 2705 107 2598 368 2230 181 93 106
internal_count=3743 410 3333 318 103 215 162 116 361 311 205 137 3015 2968 263 2705 107 2598 368 2230 181 93 106
is_linear=0
shrinkage=0.0995203


Tree=3881
num_leaves=24
num_cat=0
split_feature=3 6 3 17 17 8 3 26 3 19 2 2 9 23 4 4 2 26 3 6 2 6 4
split_gain=0.0195705 0.0457421 0.0184945 0.0451973 0.0984503 0.0719581 0.0459032 0.0283515 0.0178601 0.0161463 0.0116334 0.00948559 0.0272076 0.0498013 0.0264483 0.0257946 0.0248805 0.049918 0.0160859 0.0152652 0.00901418 0.00540492 0.00673093
threshold=0.083955000000000016 0.087235000000000021 0.085505000000000012 -0.0038549999999999999 -0.012064999999999999 -0.086589999999999986 0.084795000000000023 0.086895000000000014 0.082130000000000022 0.077805000000000027 -0.086414999999999992 -0.050194999999999997 0.11296000000000002 -0.022119999999999997 0.11670500000000002 0.10649000000000002 -0.018864999999999996 -0.081709999999999991 0.085910000000000028 -0.14889499999999997 -0.00479 -1.0000000180025095e-35 0.12205500000000002
decision_type=2 2 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 -2 -7 -5 9 20 -10 14 13 -13 15 18 -15 -18 -4 -20 21 22 -1
right_child=2 -3 11 7 -6 6 -8 -9 10 -11 -12 12 -14 16 -16 -17 17 -19 19 -21 -22 -23 -24
leaf_value=0.0010104032675074493 0.002880975458022495 0.0034615876333414096 0.0016173619744166655 -0.00067246997308190767 -0.0047213277903345729 0.00031442692166703937 -0.0039599106188194485 0.0026910822941884076 0.00014123628287505114 0.0023091543061007436 -0.0020696118373464047 0.00262065534566604 -0.0021676506203883376 -0.0023286865256265193 0.0024245035844721713 -0.0023185354082806134 0.0022789138372320168 -0.00052040823034418631 0.0015034672955751656 -3.5120896087491497e-05 0.0012572196884617103 -0.0010296770014789438 -0.0005495183476761364
leaf_weight=56 50 49 64 52 70 51 48 47 46 47 47 59 73 60 46 46 71 563 66 1967 65 47 53
leaf_count=56 50 49 64 52 70 51 48 47 46 47 47 59 73 60 46 46 71 563 66 1967 65 47 53
internal_value=0 0.000607255 -0.000121257 -0.000843249 -0.00164231 -0.000190295 -0.00174971 0.0009161 0.000217557 0.000631765 -0.000967272 -4.4835e-05 -0.000332358 -0.000153348 6.32855e-05 1.22193e-05 -0.000390358 -0.000205628 6.37374e-05 1.44257e-05 0.00027133 -0.00013421 0.000244399
internal_weight=0 410 3333 318 219 149 99 99 361 268 93 3015 826 753 2189 2143 694 634 2097 2033 221 156 109
internal_count=3743 410 3333 318 219 149 99 99 361 268 93 3015 826 753 2189 2143 694 634 2097 2033 221 156 109
is_linear=0
shrinkage=0.0995203


Tree=3882
num_leaves=11
num_cat=0
split_feature=38 13 28 2 4 11 0 3 10 10
split_gain=0.0164778 0.0125372 0.0133173 0.0104168 0.0221825 0.0141769 0.0246619 0.0218401 0.0116618 0.0133312
threshold=-0.083229999999999985 0.089365000000000014 0.079615000000000019 -0.050194999999999997 0.11706000000000001 -0.364875 0.056590000000000008 0.15537500000000004 0.090150000000000022 0.086275000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -5 7 -7 9 -2
right_child=1 -3 -4 5 -6 6 -8 -9 -10 -11
leaf_value=0.0016124099628814733 3.3187224431571444e-07 0.0015332724055145443 -0.0013393422141198357 -0.0018978270121597783 0.002186433337566024 -0.00024521334668918489 -0.0023256211778386045 0.0018632872108213881 -0.0015319061741742035 0.0015956793279606866
leaf_weight=59 2499 48 82 55 47 747 53 52 48 53
leaf_count=59 2499 48 82 55 47 747 53 52 48 53
internal_value=0 -6.37082e-05 -8.50156e-05 -5.58447e-05 4.36154e-05 -0.000347013 -0.000245941 -0.000106965 4.56495e-06 3.37849e-05
internal_weight=0 3684 3636 3554 2647 907 852 799 2600 2552
internal_count=3743 3684 3636 3554 2647 907 852 799 2600 2552
is_linear=0
shrinkage=0.0995203


Tree=3883
num_leaves=20
num_cat=0
split_feature=38 13 6 1 5 1 2 0 26 17 1 9 18 9 18 9 26 9 2
split_gain=0.0133614 0.0101669 0.0111513 0.0188063 0.0453444 0.0402793 0.0782155 0.04036 0.0401286 0.0265262 0.0228758 0.0198085 0.0299417 0.0229111 0.0177537 0.0154301 0.0478743 0.0234632 0.0169916
threshold=-0.083229999999999985 0.089365000000000014 0.087455000000000019 -0.010395 -0.014374999999999999 -0.082039999999999988 -0.082084999999999991 -0.086414999999999992 -0.14224499999999998 0.093960000000000016 -0.0088199999999999997 0.085945000000000021 -0.088184999999999999 0.08709500000000002 0.15891500000000006 0.084055000000000032 0.082605000000000026 0.085075000000000026 -0.057419999999999999
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 7 -7 -2 -6 -10 -5 12 -12 -13 15 16 -4 -17 -19
right_child=1 -3 14 10 8 6 -8 -9 9 -11 11 13 -14 -15 -16 17 -18 18 -20
leaf_value=0.00145194255531141 0.0022446485183647536 0.0013806808787070214 -0.00031359201102549878 0.0018495775780075119 -0.0029028759134589318 -0.0044436143381987453 -0.00055644709005772338 -0.0013595912166319117 -5.4955887340555429e-05 0.0024099527362659041 0.001285625249297852 0.0023813384547332409 -0.00068420124182347797 0.00018048357140413416 -0.00135875416559652 -0.0015440120769521673 0.0038586667703941545 0.00018721631749886946 0.0020294928616122693
leaf_weight=59 47 48 66 67 47 94 114 89 714 46 88 51 571 594 69 74 46 806 53
leaf_count=59 47 48 66 67 47 94 114 89 714 46 88 51 571 594 69 74 46 806 53
internal_value=0 -5.73458e-05 -7.65549e-05 -0.000192547 -0.000489221 -0.0014461 -0.00231708 -0.000107989 -8.03171e-05 9.3159e-05 5.59233e-05 -3.56076e-05 -0.000419917 0.000355774 0.000185307 0.000288042 0.00139271 0.000154558 0.000301837
internal_weight=0 3684 3636 2522 1151 344 208 136 807 760 1371 1304 659 645 1114 1045 112 933 859
internal_count=3743 3684 3636 2522 1151 344 208 136 807 760 1371 1304 659 645 1114 1045 112 933 859
is_linear=0
shrinkage=0.0995203


Tree=3884
num_leaves=10
num_cat=0
split_feature=17 20 9 25 0 10 10 5 8
split_gain=0.0146203 0.0149935 0.0221892 0.0124238 0.0229922 0.0128466 0.0279403 0.0222622 0.0134145
threshold=-0.56655999999999984 -0.23803499999999997 0.08758500000000001 1.0000000180025095e-35 -0.094139999999999988 0.090150000000000022 0.086275000000000018 0.51797000000000015 -0.097249999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 8 -3
right_child=1 3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.0014620068787847326 -0.0028180646722302779 0.00050074776888237829 0.00024165833536356654 0.002701416845671011 -0.00043234463090258834 -0.0013344574849987571 0.002207191208325542 -0.0018365518692746697 -9.5883913085293156e-05
leaf_weight=74 47 430 46 46 46 75 55 68 2823
leaf_count=74 47 430 46 46 46 75 55 68 2823
internal_value=0 -4.83742e-05 -0.00129585 -1.53982e-05 0.00112564 -4.60542e-05 -1.7189e-05 -5.42741e-05 -1.67661e-05
internal_weight=0 3636 93 3543 92 3451 3376 3321 3253
internal_count=3710 3636 93 3543 92 3451 3376 3321 3253
is_linear=0
shrinkage=0.0995203


Tree=3885
num_leaves=17
num_cat=0
split_feature=18 18 18 17 5 0 1 0 5 8 17 8 0 25 5 0
split_gain=0.0120381 0.0247496 0.0675357 0.0292896 0.0168317 0.0268127 0.0165501 0.0366345 0.016265 0.0347 0.0165127 0.0151017 0.0324488 0.0109231 0.00942658 0.0073092
threshold=-0.45171999999999995 -0.10082999999999999 -0.10872 -0.56005499999999986 0.51797000000000015 -0.049174999999999996 -0.49056499999999997 0.12387500000000003 0.19791500000000004 -0.068099999999999994 -0.52313499999999991 -0.051259999999999993 -0.080614999999999992 0.085465000000000027 -0.068984999999999991 -0.080074999999999993
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 11 7 -5 13 10 -10 12 -2 14 -8 -13
right_child=1 3 -4 6 -6 -7 8 -9 9 -11 -12 15 -14 -15 -16 -17
leaf_value=-0.0013175719876294507 0.00067726478506102835 -0.0021495347997930077 0.0042372176641957788 -0.00063502293752342451 -0.0011838618122171666 0.0020786342719339504 -0.00030056946414809918 0.0032278175440719351 0.0014592731108552142 -0.0027365173404330753 -0.0011359441193309287 3.6678696756141724e-06 -0.0026513216242643228 0.0011425373108808093 6.3612656394204005e-05 0.0017958336798560971
leaf_weight=75 65 70 47 51 68 82 1321 46 48 72 49 46 52 71 1501 46
leaf_count=75 65 70 47 51 68 82 1321 46 48 72 49 46 52 71 1501 46
internal_value=0 -4.31878e-05 0.000688824 -0.000135481 0.000221991 0.000553319 -9.05928e-05 0.0011884 -0.000131377 -0.00108074 0.000139848 -4.12133e-05 -0.000795111 -7.56351e-05 -0.000106574 0.000908649
internal_weight=0 3635 406 3229 359 291 3159 97 3062 169 97 209 117 2893 2822 92
internal_count=3710 3635 406 3229 359 291 3159 97 3062 169 97 209 117 2893 2822 92
is_linear=0
shrinkage=0.0995203


Tree=3886
num_leaves=25
num_cat=0
split_feature=20 9 20 5 1 20 1 20 26 26 18 26 4 18 8 17 9 26 9 8 26 8 17 8
split_gain=0.0111437 0.0327019 0.0514819 0.0298472 0.0238784 0.0369401 0.0336577 0.0145499 0.0152671 0.0264033 0.0241153 0.0501819 0.0368708 0.0293649 0.0226678 0.0160147 0.0158524 0.0746152 0.022826 0.0185644 0.0307852 0.0236168 0.0159308 0.00527371
threshold=-0.084949999999999984 0.083925000000000013 -0.089224999999999985 -0.01504 -0.0084199999999999987 -0.097019999999999995 0.059230000000000012 -0.083330000000000001 0.08598500000000002 0.085355000000000028 -0.085709999999999995 0.084685000000000024 0.080475000000000033 -0.0051099999999999991 -0.086064999999999989 -0.05543 0.084535000000000013 0.08919500000000001 0.085335000000000022 -0.050299999999999997 0.11880500000000002 0.068430000000000019 -0.013125 0.041960000000000011
decision_type=2 2 2 2 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 23 -6 -2 9 10 11 12 -9 14 -12 -15 17 -10 -18 20 -20 -21 -19 -3
right_child=7 4 -4 -5 6 -7 -8 8 16 -11 13 -13 -14 15 -16 -17 18 22 19 21 -22 -23 -24 -25
leaf_value=0.00075235735962944986 0.0015039409063258996 -0.00061879935583745744 -0.0043827724300774954 -0.0018905016909113424 -0.0021909403773182775 0.0033729788819768327 0.0008726905730369461 -0.00067153244194921818 -0.0032761870442261135 0.0019825469409229788 -0.0026622174568549672 0.0038275028798461334 0.0014058215163126372 0.00090764325538771062 -0.00027447593671354976 -0.00014464694950848959 0.0017118217942766625 -0.00092642883771717197 -0.00018366385972089997 -0.001880780306588993 0.0019366566075380142 0.00072538766712133601 0.0013609626945996676 0.00079934033560184682
leaf_weight=81 63 58 46 88 75 47 67 171 87 79 74 47 167 184 86 644 65 48 1162 125 72 47 80 47
leaf_count=81 63 58 46 88 75 47 67 171 87 79 74 47 167 184 86 644 65 48 1162 125 72 47 80 47
internal_value=0 -0.000494801 -0.00142805 -0.000618962 0.000184893 0.001054 -0.00073966 6.28346e-06 -2.35234e-05 0.000212727 0.000110299 0.000778787 0.000352431 -0.000149366 -0.00138392 8.82067e-05 -0.00022747 -0.00102614 -0.000110181 -0.000194996 -5.92864e-05 -0.00116387 0.000496795 8.19062e-06
internal_weight=0 509 215 169 294 152 142 3201 3138 1452 1373 385 338 988 160 828 1686 215 1471 1406 1234 172 128 105
internal_count=3710 509 215 169 294 152 142 3201 3138 1452 1373 385 338 988 160 828 1686 215 1471 1406 1234 172 128 105
is_linear=0
shrinkage=0.0995203


Tree=3887
num_leaves=13
num_cat=0
split_feature=19 18 18 21 5 0 17 20 0 20 20 20
split_gain=0.00943919 0.020566 0.0538306 0.0230391 0.0246591 0.0304372 0.0223386 0.0228735 0.0177787 0.0136623 0.0107828 0.0133078
threshold=-0.050215000000000003 -0.10082999999999999 -0.10872 0.12742000000000003 0.51100000000000012 -0.054850000000000003 -0.56005499999999986 -0.23803499999999997 -0.080434999999999993 -0.15398499999999998 -0.14091999999999996 -0.097769999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 -3 -8 -2 -9 -11 -12
right_child=1 6 -4 -5 -6 -7 7 9 -10 10 11 -13
leaf_value=-0.0010573464307452188 0.00043243949427115868 -0.0018736662005661914 0.0038059021489223904 0.002113049419589859 -0.0016976554190804751 0.0019734097824515109 -0.0017368615490170887 0.0015992531535574156 -0.0017858110437191405 -0.0013078097068363358 0.001531723032089725 -5.9318359848329076e-05
leaf_weight=91 90 70 47 54 74 79 80 50 59 67 53 2896
leaf_count=91 90 70 47 54 74 79 80 50 59 67 53 2896
internal_value=0 -3.05997e-05 0.000639282 0.000218917 -0.000117059 0.000392351 -0.000114798 -7.54018e-05 -0.000440434 -3.1783e-05 -5.90941e-05 -3.04462e-05
internal_weight=0 3619 403 356 302 228 3216 3146 149 3066 3016 2949
internal_count=3710 3619 403 356 302 228 3216 3146 149 3066 3016 2949
is_linear=0
shrinkage=0.0995203


Tree=3888
num_leaves=11
num_cat=0
split_feature=17 17 9 19 27 1 1 17 1 0
split_gain=0.0121036 0.0119114 0.0139476 0.0106886 0.0102356 0.00764143 0.0124149 0.0151394 0.0120185 0.0111604
threshold=-0.57205499999999987 -0.55026999999999993 0.093825000000000033 -0.17233499999999999 -0.086859999999999993 -0.10771499999999999 -0.14482999999999999 -0.022884999999999999 -0.093734999999999999 -0.027364999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 7 -6 -7 -10
right_child=1 3 -4 4 5 8 -8 -9 9 -11
leaf_value=0.0015602196013568964 0.0001646926915020154 -0.001413852222623367 -0.0020952583342137153 -0.0010609873080253476 0.00053251254849081317 0.0014555500623594517 -0.0014418337625045062 -0.00085705821555657655 0.00017914238384972317 -0.00091039046599962394
leaf_weight=53 52 47 55 74 195 71 75 129 2893 96
leaf_count=53 52 47 55 74 195 71 75 129 2893 96
internal_value=0 4.48202e-05 -0.000989314 7.59573e-05 9.60082e-05 0.000120997 -0.000287865 -1.82159e-05 0.000174577 0.000143875
internal_weight=0 3687 107 3580 3533 3459 399 324 3060 2989
internal_count=3740 3687 107 3580 3533 3459 399 324 3060 2989
is_linear=0
shrinkage=0.0995203


Tree=3889
num_leaves=19
num_cat=0
split_feature=17 17 9 6 6 26 6 18 2 6 3 20 8 8 8 9 2 3
split_gain=0.00981436 0.00964248 0.0113243 0.00873575 0.0278584 0.0878579 0.0213838 0.0215346 0.0273732 0.0200968 0.0225225 0.021782 0.0184589 0.0282051 0.0217807 0.0344917 0.0212024 0.0107625
threshold=-0.57205499999999987 -0.55026999999999993 0.093825000000000033 -0.092919999999999989 -0.087954999999999992 0.084685000000000024 -0.095814999999999997 0.088635000000000019 -0.06717999999999999 -0.104035 0.094185000000000033 -0.078104999999999994 -0.092844999999999997 -0.097249999999999989 -0.088734999999999994 0.084715000000000026 -0.011474999999999999 0.13345500000000002
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 6 5 -5 7 9 -9 11 -11 -3 13 17 15 -14 -16 -6
right_child=1 3 -4 4 12 -7 -8 8 -10 10 -12 -13 14 -15 16 -17 -18 -19
leaf_value=0.0014049461838159662 0.0001483022571796248 0.0017616757145564065 -0.0018867379680090289 -0.00081385026556716599 0.00016029699336273073 0.0037063600275551462 -0.0017399278541580707 -0.00039917146312882162 0.0028367303817809653 0 -0.0030507286925198188 -0.00024683697057160882 -0.00051713406374317224 -0.0023033746026176667 -2.9848333295197396e-05 0.0023485916024895688 0.00095342300628215699 -0.0013630978328493463
leaf_weight=53 52 60 55 87 234 83 82 49 54 46 50 491 67 75 1790 108 247 57
leaf_count=53 52 60 55 87 234 83 82 49 54 46 50 491 67 75 1790 108 247 57
internal_value=0 4.02934e-05 -0.000890096 6.83298e-05 0.000154044 0.00138826 -0.00021379 -4.58406e-05 0.00128937 -0.000259667 -0.00158863 -2.66383e-05 7.23388e-05 -0.000581804 0.000180944 0.00124675 8.89781e-05 -0.000135287
internal_weight=0 3687 107 3580 2748 170 832 750 103 647 96 551 2578 366 2212 175 2037 291
internal_count=3740 3687 107 3580 2748 170 832 750 103 647 96 551 2578 366 2212 175 2037 291
is_linear=0
shrinkage=0.0995203


Tree=3890
num_leaves=20
num_cat=0
split_feature=5 6 6 26 0 4 6 18 1 8 4 8 5 6 1 21 4 0 4
split_gain=0.0181375 0.00825036 0.0216754 0.0712613 0.0243006 0.0277065 0.0169498 0.0175271 0.0276366 0.0148369 0.0362639 0.0144018 0.0180773 0.0130211 0.0533983 0.0106641 0.0199191 0.0132589 0.00978706
threshold=0.6362850000000001 -0.092919999999999989 -0.087954999999999992 0.084685000000000024 -0.16969499999999998 0.10515500000000001 -0.095814999999999997 0.038665000000000012 1.0000000180025095e-35 -0.0077949999999999998 0.091750000000000012 -0.44475499999999996 -0.12429 -0.083069999999999991 -0.0046399999999999992 0.13589500000000002 0.11995000000000003 -0.040384999999999997 0.11338500000000003
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 -3 5 -4 7 9 -9 11 -11 -1 -13 14 -6 16 -15 -17 -12
right_child=-2 2 4 -5 13 -7 -8 8 -10 10 18 12 -14 15 -16 17 -18 -19 -20
leaf_value=-0.0015345089744098575 -0.0018881677549560654 -0.00073285565288011079 0.0030844413636967934 0.0033375022573455125 0.0012194016158108285 -0.00019609780702531867 -0.0015279375856166516 -0.00088793509019904503 0.0021031007748013881 -0.0033458171096282115 0.00097264236992948691 0.00082730957687059451 -0.00050595134853835555 8.0131057976996639e-05 -0.0031806498032502599 0.0023263994645493463 -0.0018027548427353916 2.1474676190388284e-05 -0.00089337335589740317
leaf_weight=52 47 87 56 83 53 46 85 48 83 49 48 223 183 2317 56 46 57 55 66
leaf_count=52 47 87 56 83 53 46 85 48 83 49 48 223 183 2317 56 46 57 55 66
internal_value=0 7.8767e-05 0.000159452 0.00124962 9.01493e-05 0.00159696 -0.000195568 -4.38786e-05 0.0010009 -0.000265593 -0.00108111 2.28584e-05 0.000224341 3.03532e-05 -0.00103367 7.75437e-05 3.45779e-05 0.00107935 -0.000100502
internal_weight=0 3693 2856 170 2686 102 837 752 131 621 163 458 406 2584 109 2475 2374 101 114
internal_count=3740 3693 2856 170 2686 102 837 752 131 621 163 458 406 2584 109 2475 2374 101 114
is_linear=0
shrinkage=0.0995203


Tree=3891
num_leaves=9
num_cat=0
split_feature=17 17 19 27 23 6 23 8
split_gain=0.00803585 0.014839 0.00761377 0.00706162 0.00731444 0.00968255 0.0170101 0.0139881
threshold=-0.56368999999999991 -0.55026999999999993 -0.17233499999999999 -0.086859999999999993 1.0000000180025095e-35 -0.46637499999999998 -1.0000000180025095e-35 -0.080445000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 -7 -5
right_child=1 2 3 4 -6 6 -8 -9
leaf_value=0.0010052532672143628 -0.0013590610456673446 -0.0012021652544071993 -0.00088876793036792685 0.00017814077511369174 -0.00089837809476379764 0.0017957620899129233 0.00011686732016536623 -0.001861432976053285
leaf_weight=85 75 47 74 75 72 61 3192 59
leaf_count=85 75 47 74 75 72 61 3192 59
internal_value=0 2.59312e-05 5.51751e-05 7.21334e-05 9.29271e-05 0.000114242 0.000148602 -0.000713772
internal_weight=0 3655 3580 3533 3459 3387 3253 134
internal_count=3740 3655 3580 3533 3459 3387 3253 134
is_linear=0
shrinkage=0.0995203


Tree=3892
num_leaves=17
num_cat=0
split_feature=10 4 4 3 4 4 1 6 1 1 10 10 9 2 20 4
split_gain=0.0220785 0.0247638 0.0409833 0.030154 0.0248547 0.0210117 0.0188397 0.0283534 0.0165467 0.0132705 0.00993102 0.00986519 0.00922926 0.00807111 0.0233174 0.016024
threshold=0.090150000000000022 0.10423500000000002 0.10845500000000002 0.10669500000000003 0.10252500000000002 0.13752500000000004 -0.15528499999999998 -0.083069999999999991 0.51334500000000016 0.27552000000000004 0.081365000000000021 0.07635500000000002 -0.076039999999999983 0.097285000000000024 -0.053499999999999999 0.086380000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 10 6 -4 12 9 -7 11 13 -8 15 -15 -1
right_child=-2 2 5 -5 -6 8 7 -9 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=-1.2383477713536573e-05 -0.0016208476491237497 0.00058275768034091733 -0.0019130108519615139 0.0041001580785799746 -0.0023647489858737744 0.001596134072081256 0.00032054535012687176 0.0016735179210541008 0.0025596873906949622 -0.00065031566322689349 0.0012713895355121717 -0.0013816063930327833 -0.001049690648088121 0.0010315794101808989 -0.001586261994851736 -0.0012842942029540677
leaf_weight=2610 88 47 56 51 49 49 77 80 54 55 51 61 129 48 111 102
leaf_count=2610 88 47 56 51 49 49 77 80 54 55 51 61 129 48 111 102
internal_value=0 -2.51186e-05 0.00055991 0.0024216 -0.000140774 0.000193382 -0.000243148 8.09559e-05 0.00114346 0.000400237 -0.000103967 -0.00012817 -0.000533541 -0.000101253 -0.000790822 -6.05227e-05
internal_weight=0 3630 598 98 3032 500 342 286 158 104 2983 2932 206 2871 159 2712
internal_count=3718 3630 598 98 3032 500 342 286 158 104 2983 2932 206 2871 159 2712
is_linear=0
shrinkage=0.0995203


Tree=3893
num_leaves=10
num_cat=0
split_feature=4 0 21 2 5 4 2 7 3
split_gain=0.0177874 0.019129 0.0189547 0.0135715 0.0134201 0.0119838 0.0211935 0.0149707 0.0146415
threshold=0.13752500000000004 -0.057604999999999996 0.15895000000000004 0.31852000000000008 0.63223000000000018 0.12061000000000001 0.14153500000000005 -1.0000000180025095e-35 0.13345500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 -7
right_child=1 -3 -4 -5 -6 8 -8 -9 -10
leaf_value=-0.0018222902061976196 0.0020710312226494914 -5.9288914939550059e-05 0.0018188077585859102 -0.0016424375793361577 -0.0015014913700474373 -0.0019789106353181318 0.0017107240300839668 -5.0551478561957306e-05 0.0001302481313966361
leaf_weight=48 79 87 50 58 67 71 67 3132 59
leaf_count=48 79 87 50 58 67 71 67 3132 59
internal_value=0 0.000949607 -0.000104092 -0.000131781 -0.000106102 -7.81749e-05 -4.04e-05 -7.75522e-05 -0.00101538
internal_weight=0 166 3552 3502 3444 3377 3247 3180 130
internal_count=3718 166 3552 3502 3444 3377 3247 3180 130
is_linear=0
shrinkage=0.0995203


Tree=3894
num_leaves=16
num_cat=0
split_feature=17 18 18 4 0 21 17 17 0 0 17 26 3 3 0
split_gain=0.0203765 0.0258709 0.0233419 0.0129275 0.0155251 0.0145176 0.0120953 0.0281086 0.0245737 0.0223968 0.0221301 0.0543988 0.0153594 0.0490422 0.020361
threshold=-0.55026999999999993 -0.016464999999999997 -0.110495 0.13752500000000004 -0.057604999999999996 0.15895000000000004 -0.011809999999999999 -0.0096999999999999986 -0.23998999999999998 -0.14909499999999998 -0.026504999999999997 0.085790000000000019 0.11868500000000003 0.11492500000000001 -0.052884999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 10 -8 -9 -10 12 -12 13 -2 -14
right_child=3 -3 -4 4 -6 -7 7 8 9 -11 11 -13 14 -15 -16
leaf_value=-0.00033316742613974474 -1.0153997618162563e-05 0.00075495245186014471 -0.0033343072209582885 0.0018649217828246801 -5.3388527381200401e-05 0.0016377996668501568 -0.0026780195801266661 0.0017601777031854477 -0.0014085946827403517 -0.00014008421690640352 -0.00061198992071099742 0.0029429742713515772 0.00012626883055888991 0.0029789821354649546 -0.0019534126354234455
leaf_weight=46 1164 47 60 79 87 50 46 62 152 1512 83 87 99 57 87
leaf_count=46 1164 47 60 79 87 50 46 62 152 1512 83 87 99 57 87
internal_value=0 -0.00117583 -0.00203965 -2.69772e-06 0.000854611 -4.48077e-05 -7.01732e-05 -0.000248753 -0.000183536 -0.00025645 0.000129969 0.0012025 0 0.000128718 -0.000842084
internal_weight=0 153 106 3565 166 3399 3349 1772 1726 1664 1577 170 1407 1221 186
internal_count=3718 153 106 3565 166 3399 3349 1772 1726 1664 1577 170 1407 1221 186
is_linear=0
shrinkage=0.0995203


Tree=3895
num_leaves=13
num_cat=0
split_feature=10 4 4 29 4 26 8 26 10 7 3 4
split_gain=0.0162558 0.0183794 0.0428682 0.0185764 0.0143685 0.0125151 0.0151053 0.0230888 0.00886047 0.0091466 0.0104151 0.0171511
threshold=0.090150000000000022 0.10495500000000003 0.10845500000000002 -0.08570499999999999 0.10252500000000002 -0.079869999999999983 -0.49499500000000002 0.047170000000000011 0.081365000000000021 0.077685000000000018 0.082130000000000022 0.095805000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 8 -5 -7 -8 9 10 -1 -12
right_child=-2 2 3 5 -6 6 7 -9 -10 -11 11 -13
leaf_value=0.00099602560302050093 -0.0013827238428485943 0.0026084310054325642 0.0017349483711904621 -0.0015295657067198474 -0.0015760270248691131 -0.0011928818076446677 0 0.0021691254024075704 0.0012198792162253301 -0.0012613600252452061 -7.1145472198807057e-05 -0.0017330074753173573
leaf_weight=87 88 82 64 52 65 71 253 60 51 66 2716 63
leaf_count=87 88 82 64 52 65 71 253 60 51 66 2716 63
internal_value=0 -1.34926e-05 0.000498722 0.000151092 -0.000111566 -7.95234e-05 0.000114705 0.000413929 -7.93806e-05 -0.000102259 -7.52814e-05 -0.000109115
internal_weight=0 3630 582 500 3048 436 384 313 2983 2932 2866 2779
internal_count=3718 3630 582 500 3048 436 384 313 2983 2932 2866 2779
is_linear=0
shrinkage=0.0995203


Tree=3896
num_leaves=29
num_cat=0
split_feature=18 21 5 0 4 8 5 0 26 9 9 26 8 3 3 2 3 1 8 3 5 1 8 5 20 1 4 1
split_gain=0.0230945 0.0604962 0.0104832 0.0260742 0.0193767 0.0193172 0.0284538 0.0201055 0.0372254 0.0352495 0.0297364 0.0389339 0.0305952 0.0264626 0.0174131 0.0299114 0.0453685 0.0209477 0.048263 0.022756 0.0223789 0.0200013 0.018299 0.0168755 0.013989 0.025346 0.0107387 0.00877655
threshold=0.19545000000000004 0.091085000000000013 -0.07965499999999999 -0.23099 0.11805500000000003 -0.054384999999999996 -0.055004999999999991 -0.077624999999999986 0.09112000000000002 0.093175000000000022 0.09091500000000001 0.096275000000000013 -0.077784999999999993 0.090695000000000012 0.086605000000000029 -0.082484999999999989 0.084550000000000028 0.0022300000000000006 -0.080445000000000003 0.09049500000000002 -0.087969999999999993 0.0099250000000000015 -0.094139999999999988 -0.13955999999999999 -0.096095 0.031740000000000011 0.08024000000000002 -0.15143499999999999
decision_type=2 2 2 2 2 2 2 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 7 -7 10 13 -10 12 -12 -4 -9 15 26 22 18 20 -20 -16 -19 -17 -23 -8 -26 -5 -6
right_child=1 -3 4 14 27 6 24 8 9 -11 11 -13 -14 -15 17 16 -18 21 19 -21 -22 23 -24 -25 25 -27 -28 -29
leaf_value=-0.0020430306277589203 0.003933436658217721 -0.00061199448852464059 0.00012994850682213212 -0.0016608661780930806 -0.00034471726531792358 0.0022324363559252168 0.0015954310644301791 1.5407659537676307e-05 0.0024766660902260443 -0.00042375273434480735 0.0030141102939549263 -0.00050993151154538649 -0.0024978754423631922 -0.0028104936024016835 -0.00086824879922694207 -0.0014744279449170115 0.0030658313375176837 0.0018209156886613048 -0.0044312591240774019 -0.0014059139128663361 0.0016282023148886343 0 0.00095040753204593423 -0.0016748027290634613 0.00045772340899813407 -0.0014096356633504002 0.00030107147008429482 -0.0022818499912376847
leaf_weight=76 52 65 952 65 49 91 78 48 49 271 78 51 46 100 108 49 79 52 47 54 53 437 83 69 467 85 47 46
leaf_count=76 52 65 952 65 49 91 78 48 49 271 78 51 46 100 108 49 79 52 47 54 53 437 83 69 467 85 47 46
internal_value=0 0.0014012 -1.92367e-05 -0.000257275 0.000100776 0.000158232 0.000585786 -3.45259e-05 -0.000583272 1.7816e-05 0.000192621 0.00161454 8.00598e-06 -0.00188845 -0.000137821 0.000479974 0.00117933 -0.00038217 -0.00111635 -0.00282185 -4.13508e-05 -3.59814e-05 4.40773e-05 -0.000228427 0.000346637 0.000168694 -0.000830244 -0.00129132
internal_weight=0 117 3630 1219 2411 2316 721 1595 468 320 1127 129 998 148 1143 323 211 820 262 101 161 558 132 506 630 552 112 95
internal_count=3747 117 3630 1219 2411 2316 721 1595 468 320 1127 129 998 148 1143 323 211 820 262 101 161 558 132 506 630 552 112 95
is_linear=0
shrinkage=0.0995203


Tree=3897
num_leaves=24
num_cat=0
split_feature=3 19 26 3 0 0 26 0 0 6 26 21 3 26 26 26 26 3 20 20 2 20 9
split_gain=0.0121482 0.047162 0.0422544 0.0221074 0.0219847 0.0553646 0.036363 0.0262666 0.0262645 0.0512817 0.0382482 0.0414141 0.0141557 0.0139755 0.0184543 0.0657767 0.0409664 0.0398915 0.0111385 0.0125484 0.0301718 0.0214083 0.010612
threshold=0.090595000000000023 0.11183000000000003 0.11215000000000001 0.090995000000000006 -0.086775000000000005 -0.087394999999999987 0.092825000000000032 -0.088174999999999989 -0.085684999999999997 0.085955000000000018 0.09271500000000002 -0.032929999999999994 0.091295000000000029 -0.054024999999999997 0.091400000000000023 0.090020000000000031 0.092180000000000026 0.092635000000000023 0.09327000000000002 -0.085144999999999985 -0.095204999999999998 -1.0000000180025095e-35 0.097365000000000021
decision_type=2 2 2 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 7 -1 9 -6 11 -10 -5 18 15 17 -16 -15 19 20 -14 -21 -18
right_child=3 -3 -4 12 8 -7 -8 -9 10 -11 -12 -13 13 14 16 -17 22 -19 -20 21 -22 -23 -24
leaf_value=0.00016508337712215526 -0.0020228073160838355 0.0028705556537527693 0.0027300144428604564 0.0015864385559063402 -0.0042724517326204236 0.0033178991234471037 0.0027021115672064087 -0.0020788342277986887 -0.0026777222818735974 5.7686987415086249e-05 -0.0025832785077550113 0.00028506516374933195 0.0016306448011664102 0.0022358204902735508 0.0029697037462976237 -0.0035308470317615042 -0.00042613263377674069 -0.00052717842953811731 -0.00099416324545076817 0.0022120519495287734 -0.0016085387394544357 0.00019929869707038857 0.00034171958392841456
leaf_weight=471 60 64 59 49 46 61 51 58 50 65 57 710 50 56 46 69 411 671 48 93 66 122 314
leaf_count=471 60 64 59 49 46 61 51 58 50 65 57 710 50 56 46 69 411 671 48 93 66 122 314
internal_value=0 0.000220027 0.000115326 -0.000140002 1.64827e-05 0.000465211 0.000163775 -7.93943e-05 -0.000292586 -0.00172941 -9.63733e-05 8.90676e-05 -8.29663e-05 -0.000125422 -0.000256908 -0.000593165 8.91906e-05 -0.000313222 0.000416053 0.000623029 -0.000205282 0.00107374 -9.24441e-05
internal_weight=0 1692 1628 2055 1569 641 580 529 928 111 817 760 1995 1946 1567 796 771 727 379 331 116 215 725
internal_count=3747 1692 1628 2055 1569 641 580 529 928 111 817 760 1995 1946 1567 796 771 727 379 331 116 215 725
is_linear=0
shrinkage=0.0995203


Tree=3898
num_leaves=17
num_cat=0
split_feature=17 3 26 3 26 18 3 6 18 17 26 26 9 3 9 21
split_gain=0.0269728 0.0442204 0.0088501 0.010573 0.0290438 0.0344227 0.0263366 0.0233574 0.0385931 0.0383136 0.012702 0.0318261 0.0263334 0.0442202 0.0366759 0.0163063
threshold=-0.55286000000000002 0.10457000000000002 -0.43370499999999995 0.090595000000000023 0.11215000000000001 0.11417000000000002 0.090995000000000006 0.088845000000000021 0.092750000000000013 0.070205000000000017 0.091400000000000023 0.090020000000000031 0.093425000000000022 0.096265000000000031 0.094375000000000028 0.094640000000000016
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 7 -5 8 -4 -9 11 15 13 -12 -14 -8
right_child=2 -3 3 6 -6 -7 10 9 -10 -11 12 -13 14 -15 -16 -17
leaf_value=0.003194543809062738 0.0012565315857041781 -0.00035954854775972035 0.00029891800019912632 -0.0022988175206917786 0.0022302551433727824 0.0021918395185456596 5.7004980512827586e-05 -0.00023422574335115549 -0.0021261624192603409 -0.0028788840560664466 0.0024124577726054057 -0.0024181252513665189 -0.0025533074207378199 -0.00036136085560360952 7.1015141532507323e-05 -0.00079138493982425944
leaf_weight=68 52 70 1107 58 63 71 679 258 69 69 117 70 59 110 493 334
leaf_count=68 52 70 1107 58 63 71 679 258 69 69 117 70 59 110 493 334
internal_value=0 0.00138581 -3.17964e-05 -5.08607e-05 0.000134656 5.02586e-05 -0.000209459 -5.03627e-05 0.000155934 -0.000794777 -0.000143938 -0.000364622 0.000161816 0.00106471 -0.000208 -0.000221913
internal_weight=0 138 3609 3557 1637 1574 1920 1503 1176 327 1862 1083 779 227 552 1013
internal_count=3747 138 3609 3557 1637 1574 1920 1503 1176 327 1862 1083 779 227 552 1013
is_linear=0
shrinkage=0.0995203


Tree=3899
num_leaves=19
num_cat=0
split_feature=17 3 2 20 20 3 3 4 17 21 21 21 26 30 6 6 0 3
split_gain=0.0218513 0.0358773 0.00849885 0.0179783 0.0359943 0.0250276 0.0171003 0.0125463 0.0320433 0.0119024 0.0305166 0.0234276 0.0234769 0.0200408 0.0208692 0.0115014 0.0218721 0.0271502
threshold=-0.55286000000000002 0.10457000000000002 0.092170000000000016 -0.071149999999999991 -0.042414999999999994 0.10871500000000002 0.14823500000000003 0.085990000000000025 -0.0090649999999999984 0.10817500000000002 0.11280000000000003 0.10403500000000003 -0.2382 0.10484500000000002 -0.48214499999999999 -0.049814999999999991 -0.091935000000000003 0.11578500000000001
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 5 -5 -4 7 -6 -9 11 -11 12 -2 14 -14 16 -12 -18
right_child=2 -3 3 4 6 -7 -8 8 -10 10 15 -13 13 -15 -16 -17 17 -19
leaf_value=0.002876622129558627 0.0019823399949506818 -0.00032376614990718201 0.0024726669749404839 -0.0028325573593377166 -0.0011735284283340315 -0.00062818728515226161 -0.0018408988004998059 0.0023718332902929549 -0.00040187985108906891 -0.0024218369395586463 -0.0013119700010482756 0.0018024822888253863 0.0021231833842671691 -0.0019863847085874421 6.310899120871188e-06 -0.001020527776747589 0.0024981298926060463 -0.00017595970707960632
leaf_weight=68 61 70 46 67 61 58 57 60 131 67 58 78 47 49 2527 89 65 88
leaf_count=68 61 70 46 67 61 58 57 60 131 67 58 78 47 49 2527 89 65 88
internal_value=0 0.00124731 -2.86321e-05 -0.000418674 -0.000740084 0.000735474 -0.000283726 6.52432e-05 0.000465158 3.09402e-05 -0.000501165 0.00010194 5.22153e-05 7.01655e-06 4.5282e-05 -6.94862e-05 0.000327784 0.000954741
internal_weight=0 138 3609 480 376 104 309 252 191 3129 367 2762 2684 2623 2574 300 211 153
internal_count=3747 138 3609 480 376 104 309 252 191 3129 367 2762 2684 2623 2574 300 211 153
is_linear=0
shrinkage=0.0995203


Tree=3900
num_leaves=16
num_cat=0
split_feature=19 18 18 4 4 9 9 9 5 17 5 21 18 21 5
split_gain=0.0183083 0.0152943 0.111664 0.0253442 0.0478542 0.0405524 0.0413027 0.0336872 0.0251751 0.020434 0.0126859 0.0145137 0.0148147 0.0141977 0.0141536
threshold=0.14107000000000006 0.089020000000000016 0.087065000000000017 0.087495000000000031 0.10845500000000002 0.083235000000000017 0.085945000000000021 0.087515000000000023 -0.082635 -0.062765000000000001 0.63455500000000009 0.13765500000000006 -0.14624999999999996 0.10384500000000002 0.066815000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 5 -5 -3 -7 -8 -9 -6 11 12 14 -14 -1
right_child=-2 3 -4 4 9 6 7 8 -10 -11 -12 -13 13 -15 -16
leaf_value=0.00078297243681719933 -0.0018097349556334544 -0.00313701012326987 0.004777177084496622 0.0029987728590949794 -0.0017189290149209598 0.0024729745393901113 -0.0030932421785310649 -0.0013103035266731928 0.0002417706268751864 0.00089797878691638905 0.001653347238749447 0.0015925193838986058 0.00013971024493307334 0.00098749663795557772 -0.00099466824167795736
leaf_weight=57 46 53 54 65 57 50 46 154 314 61 59 70 2235 215 194
leaf_count=57 46 53 54 65 57 50 46 154 314 61 59 70 2235 215 194
internal_value=0 0.000186601 0.000293514 -0.000197795 0.00082906 -0.000503684 -0.000254774 -0.000521712 -0.000267206 -0.000359183 0.000207671 0.000176594 0.000139595 0.000214442 -0.000587719
internal_weight=0 3684 2884 800 183 617 564 514 468 118 2830 2771 2701 2450 251
internal_count=3730 3684 2884 800 183 617 564 514 468 118 2830 2771 2701 2450 251
is_linear=0
shrinkage=0.0995203


Tree=3901
num_leaves=11
num_cat=0
split_feature=17 3 0 4 27 24 17 3 18 11
split_gain=0.0169749 0.0290114 0.01586 0.0668003 0.016174 0.0143612 0.0139086 0.0149279 0.0167225 0.0161455
threshold=0.51734000000000024 0.096510000000000026 0.12433000000000002 0.10198500000000002 -0.032854999999999995 -0.070599999999999996 0.51174000000000019 0.14530500000000005 0.089775000000000021 -0.364875
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -6 7 8 -7 -9
right_child=1 -3 3 -5 5 6 -8 9 -10 -11
leaf_value=0.0015088376967852977 0.00041875060246642474 -0.0026739324782986342 -0.00038398169362050672 0.0043167741041954012 -0.001598009079551328 0.00017835459823859197 0.0016908404735067732 -0.00010665299019706003 -0.00038959956166224186 0.0019693457676404312
leaf_weight=84 64 56 85 46 48 2495 56 64 646 86
leaf_count=84 64 56 85 46 48 2495 56 64 646 86
internal_value=0 -0.00101768 0.000184629 0.00126042 0.000143885 0.000109872 0.00013461 0.00010788 6.12845e-05 0.00107813
internal_weight=0 120 3610 131 3479 3395 3347 3291 3141 150
internal_count=3730 120 3610 131 3479 3395 3347 3291 3141 150
is_linear=0
shrinkage=0.0995203


Tree=3902
num_leaves=31
num_cat=0
split_feature=26 26 6 26 8 9 9 26 9 9 8 0 2 2 6 2 26 17 0 9 2 2 9 2 17 26 20 0 8 9
split_gain=0.024901 0.0262402 0.140325 0.0230832 0.0452766 0.0158096 0.079714 0.0224076 0.0192823 0.0223328 0.022779 0.0141354 0.0341809 0.116313 0.0226515 0.0219217 0.0216475 0.0279887 0.0373184 0.0182203 0.0220284 0.0143427 0.0442922 0.0286289 0.0129767 0.0364529 0.0179395 0.0176044 0.021861 0.0176301
threshold=0.089075000000000029 0.088475000000000012 0.08785500000000003 0.089880000000000029 -0.082094999999999987 0.087495000000000031 0.087980000000000017 0.087745000000000031 0.086555000000000021 0.085945000000000021 -0.090969999999999995 -0.083885000000000001 -0.082704999999999987 -0.08385999999999999 0.041585000000000011 -0.080974999999999991 0.091195000000000012 -0.010239999999999999 -0.094139999999999988 0.086965000000000028 -0.075024999999999994 -0.072624999999999981 0.097680000000000031 -0.069969999999999991 -0.020405 -0.22491999999999998 -0.074014999999999984 -0.100285 -0.083804999999999991 0.092150000000000024
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 8 9 10 -1 16 13 14 -13 -14 -5 18 -18 -19 -21 22 -17 -23 25 -8 -27 28 -26 -29
right_child=3 2 -4 11 -6 6 24 -9 -10 -11 -12 12 15 -15 -16 21 17 19 -20 20 -22 23 -24 -25 27 26 -28 29 -30 -31
leaf_value=0.00086100734570764134 -0.0032863874034282938 0.005587046782852447 -0.0020206799067219762 -0.0026530563390772615 0.00078183474802272679 0.0044465808772867817 -0.001489111903735244 -0.0016923388509751881 -0.0013500766550071657 0.0019807323843478268 -6.0050065040038943e-05 -0.0018699911028795012 -0.001633773050221624 0.0056555797609034479 0.001005888522913191 -1.4188874500001969e-05 0.00023504298035211254 0.0021345566313156887 -0.0035771269498859216 -0.0012231954231369403 0.0013832850037592936 -0.0026552127818701395 0.003160519832464848 -2.3583839547781953e-05 -0.00043253559888010008 0.0026597921459489459 0.00077218733448420718 -0.0017432909360810978 0.0025749674925652404 8.709602898826919e-05
leaf_weight=349 65 50 46 46 46 51 54 67 79 70 1112 50 89 46 59 264 51 46 50 79 54 49 52 253 48 74 159 81 47 144
leaf_count=349 65 50 46 46 46 51 54 67 79 70 1112 50 89 46 59 264 51 46 50 79 54 49 52 253 48 74 159 81 47 144
internal_value=0 0.000319329 0.00193315 -0.000220167 -0.00159308 0.000252629 0.000666234 8.98552e-05 0.00016453 0.000243218 0.00015941 -9.12004e-05 0.000119109 0.00145809 -0.000305812 -0.000173287 -0.000649806 -0.000317776 -0.00164407 0.000426004 -0.00015877 3.57171e-05 0.000505641 -0.000453281 0.000347261 0.000833416 0.0013752 -8.6201e-05 0.00104677 -0.000568205
internal_weight=0 2431 96 1299 111 2335 658 1677 1610 1531 1461 1188 862 155 109 707 326 280 101 179 133 618 316 302 607 287 233 320 95 225
internal_count=3730 2431 96 1299 111 2335 658 1677 1610 1531 1461 1188 862 155 109 707 326 280 101 179 133 618 316 302 607 287 233 320 95 225
is_linear=0
shrinkage=0.0995203


Tree=3903
num_leaves=30
num_cat=0
split_feature=26 3 3 0 2 2 2 26 6 0 4 4 4 26 26 0 0 0 0 4 0 0 0 2 2 2 2 9 25
split_gain=0.0201985 0.0253785 0.0373475 0.0573082 0.0311807 0.0934071 0.0508221 0.0212486 0.113813 0.0145739 0.0475478 0.0160994 0.0428868 0.0325376 0.03015 0.0926691 0.0224209 0.0544722 0.0432835 0.0222355 0.0142221 0.0635413 0.0221384 0.033423 0.0299955 0.0166544 0.0125155 0.0109834 0.00842422
threshold=0.089075000000000029 0.087975000000000012 0.087235000000000021 -0.085605000000000001 -0.082704999999999987 -0.083974999999999994 -0.081915000000000002 0.088475000000000012 0.08785500000000003 0.12433000000000002 0.10098000000000003 0.084755000000000025 0.087495000000000031 0.083970000000000031 0.056820000000000016 -0.085684999999999997 -0.084369999999999987 -0.082494999999999999 -0.085794999999999996 0.080475000000000033 -0.073664999999999994 -0.071799999999999989 -0.077174999999999994 -0.07725499999999999 -0.079954999999999984 -0.072624999999999981 -0.097424999999999998 -0.20504500000000001 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 2 2 2 2 2 2
left_child=7 2 3 -2 5 26 -6 9 -9 11 -11 13 -13 14 19 -16 18 -18 -15 -1 22 -22 24 -24 -8 -23 -3 -14 -29
right_child=1 4 -4 -5 6 -7 20 8 -10 10 -12 12 27 16 15 -17 17 -19 -20 -21 21 25 23 -25 -26 -27 -28 28 -30
leaf_value=0.00030013590442868352 -0.0023287412259884056 0.00085325683637950042 -0.0036509249271146588 0.0015228999206721079 -0.0031657693711935764 0.0050474922718308441 0.0020349272443242351 0.0050310228448784697 -0.0018195817903125795 -0.00072580259211403662 0.0036937702900912187 -0.0028302418291960467 0.0014793817231632028 1.331593710436055e-05 9.6766519934709844e-05 0.0050840539598465441 0.0026539358935421978 -0.00036779824627196638 -0.0022941283490718676 0.002534468242324465 -0.0037307420355479192 0.0009606431853379485 -0.00038097428851865164 0.0031555837283495413 -0.00043414592332020429 -0.00058916127195780517 -0.00092360484734138582 -0.00016821030674201202 0.0011570392302871965
leaf_weight=460 79 77 48 74 56 46 57 50 46 49 47 56 48 379 92 62 90 171 102 49 53 113 48 58 335 175 80 679 51
leaf_count=460 79 77 48 74 56 46 57 50 46 49 47 56 48 379 92 62 90 171 102 49 53 113 48 58 335 175 80 679 51
internal_value=0 -0.000198319 -0.00122647 -0.000460506 -9.3595e-06 0.00110343 -0.000262673 0.000287549 0.00173991 0.000227487 0.00142942 0.000175587 -0.000170108 0.000381372 0.000888117 0.00210995 -7.03167e-05 0.000671043 -0.000474295 0.000516837 -6.7927e-05 -0.000563871 0.000270021 0.0015464 -7.3034e-05 1.60793e-05 -4.69362e-05 2.03144e-05 -7.45029e-05
internal_weight=0 1299 201 153 1098 203 895 2431 96 2335 96 2239 834 1405 663 154 742 261 481 509 839 341 498 106 392 288 157 778 730
internal_count=3730 1299 201 153 1098 203 895 2431 96 2335 96 2239 834 1405 663 154 742 261 481 509 839 341 498 106 392 288 157 778 730
is_linear=0
shrinkage=0.0995203


Tree=3904
num_leaves=22
num_cat=0
split_feature=20 1 1 1 5 2 2 9 2 0 1 1 26 4 26 5 5 5 21 26 26
split_gain=0.0245679 0.0174644 0.0295796 0.0277256 0.0303642 0.0238388 0.100377 0.0243715 0.09523 0.0322012 0.0222086 0.0385087 0.0260322 0.00861077 0.0109286 0.0194415 0.0658644 0.0249006 0.0165342 0.0333447 0.0238398
threshold=-0.40431 -0.07002499999999999 -0.06551499999999999 -0.077429999999999985 -0.06241 -0.083104999999999998 -0.083589999999999984 0.08401500000000002 -0.087359999999999993 -0.087184999999999999 -0.078729999999999994 -0.079844999999999985 0.11215000000000001 0.14996500000000004 0.08494500000000002 -0.010074999999999999 -0.0070049999999999999 -0.015214999999999999 -0.080634999999999998 0.086255000000000012 0.087495000000000031
decision_type=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 7 8 -2 -9 11 12 -7 14 15 17 -17 -4 20 -20 -16
right_child=1 2 13 4 -6 10 -8 9 -10 -11 -12 -13 -14 -15 18 16 -18 -19 19 -21 -22
leaf_value=-0.0023169238048136556 0.00016910355505125261 0.0022801740768845489 0.00013916652119844438 -0.0030060751846723308 -0.00023464216121904278 -6.5481770976323225e-06 -0.005078923010725103 0.0022467741064484863 -0.0050377228122701154 -0.00025418731265929728 0.0019306838466212879 -0.0025534614214931081 0.0020629637039394268 -0.0011345649674992611 -0.00057801666547117935 0.0042946531714465469 0.00030125444643691363 -0.0019025091081838932 -0.002451216662401009 -0.00017429863374607616 0.0025162990734219704
leaf_weight=51 119 58 782 79 79 466 47 58 49 421 66 53 69 64 48 48 281 64 70 723 50
leaf_count=51 119 58 782 79 79 466 47 58 49 421 66 53 69 64 48 48 281 64 70 723 50
internal_value=0 -0.000116523 6.26828e-05 -0.000377426 -0.00162554 -0.000230527 -0.000637082 -0.000313148 -0.00134468 4.69343e-05 0.000199642 3.94951e-06 0.000258831 1.91606e-06 3.75179e-05 0.000237176 0.000886367 -1.43189e-05 -0.000224861 -0.00037632 0.000992363
internal_weight=0 3694 2188 1506 158 1348 694 647 168 479 654 588 535 2130 2066 1175 329 846 891 793 98
internal_count=3745 3694 2188 1506 158 1348 694 647 168 479 654 588 535 2130 2066 1175 329 846 891 793 98
is_linear=0
shrinkage=0.0995203


Tree=3905
num_leaves=24
num_cat=0
split_feature=21 1 1 1 5 2 2 2 1 17 2 2 17 9 2 29 1 18 8 9 9 8 18
split_gain=0.0152251 0.0154043 0.0262377 0.0212773 0.025622 0.0212242 0.0803533 0.020622 0.0674317 0.0808871 0.0497532 0.0296188 0.0187181 0.049201 0.0346871 0.0149845 0.0157604 0.0111528 0.0454391 0.0253905 0.0143989 0.016944 0.0143752
threshold=-0.096850000000000006 -0.07002499999999999 -0.06551499999999999 -0.077429999999999985 -0.06241 -0.083104999999999998 -0.083589999999999984 -0.081445000000000004 -0.083284999999999984 -0.0058449999999999995 -0.080744999999999997 -0.079954999999999984 -0.015464999999999998 0.084380000000000024 -0.085944999999999994 0.091500000000000012 0.10924000000000002 -0.090899999999999995 -0.086404999999999996 0.093335000000000015 0.11351500000000002 -0.045194999999999999 -0.029094999999999999
decision_type=2 2 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 12 8 -7 -10 -9 -12 14 -14 -2 17 -17 18 -4 -20 22 -22 -19
right_child=1 2 15 4 -6 7 -8 10 9 -11 11 -13 13 -15 -16 16 -18 20 19 -21 21 -23 -24
leaf_value=-0.001426442344785162 -0.00032716845184502724 0.0021764130738750158 0.0033769923227495186 -0.0027069098067259291 -0.00016853836862396694 -0.0019470355788415372 -0.0045734676349031781 -0.0030932485131975065 0.0057391742514859177 0.00013600699073397301 0.0022742991829417013 -9.9027993482383531e-05 -0.0028732703806512317 0.00024159322145321551 0.0020868406117788732 0.0023783066943899771 -0.00010909187029620505 -0.00084750240146654944 -0.00088434307476644661 0.00092861067120274005 -0.00027020685913984189 0.0016598431847350472 -9.3567903425146969e-05
leaf_weight=88 373 57 46 79 80 46 47 50 46 58 60 391 88 116 70 53 47 322 153 153 90 89 1143
leaf_count=88 373 57 46 79 80 46 47 50 46 58 60 391 88 116 70 53 47 322 153 153 90 89 1143
internal_value=0 -0.000100803 6.95952e-05 -0.000345276 -0.00143489 -0.000215858 -0.000599036 0.000191373 0.00121551 0.0026222 -0.000113622 0.000214899 -0.000309056 -0.00109806 5.24299e-05 1.19104e-05 0.00120104 -4.72554e-05 0.000460553 1.94586e-05 -0.000156481 0.000684854 -0.000259838
internal_weight=0 3657 2153 1504 159 1345 694 651 150 104 501 451 647 204 443 2096 100 1996 352 306 1644 179 1465
internal_count=3745 3657 2153 1504 159 1345 694 651 150 104 501 451 647 204 443 2096 100 1996 352 306 1644 179 1465
is_linear=0
shrinkage=0.0995203


Tree=3906
num_leaves=15
num_cat=0
split_feature=20 24 3 3 8 3 18 5 20 17 2 3 0 3
split_gain=0.0192982 0.0151665 0.0134816 0.0277839 0.0963461 0.0247123 0.0204621 0.0336631 0.0218125 0.017076 0.0253065 0.0177833 0.0129121 0.0119067
threshold=-0.40431 0.10415500000000003 0.088285000000000016 0.087625000000000022 -0.085385000000000003 0.088605000000000017 -0.1394 0.15627500000000003 -0.085204999999999989 0.51544000000000012 -0.076034999999999991 0.08895500000000002 -0.084834999999999994 0.090205000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -4 -2 8 -8 11 -11 -7 -6 -13
right_child=1 -3 5 4 12 9 7 -9 -10 10 -12 13 -14 -15
leaf_value=-0.0020425271644983925 0.0014471815326120847 -0.0018887704900398404 0.0018975590906393305 -0.0049679197048471922 0.0014200263332979524 -0.0015620099886488362 0.0012966141548741909 -0.0029083078645494027 -0.00030424691345576756 -0.00013506229008396567 0.0030021011710635939 0.00073438998932902919 -0.00089724752245351946 -6.8276644271238974e-05
leaf_weight=51 73 46 71 54 49 74 93 46 890 56 46 202 46 1948
leaf_count=51 73 46 71 54 49 74 93 46 890 56 46 202 46 1948
internal_value=0 -9.23063e-05 -6.94291e-05 -0.000334367 -0.00161047 6.85009e-05 -0.000161083 -0.000275974 -0.000151959 1.23178e-05 0.00127171 -4.50741e-05 0.000289361 6.75594e-06
internal_weight=0 3694 3648 1251 149 2397 1102 1029 983 2326 102 2224 95 2150
internal_count=3745 3694 3648 1251 149 2397 1102 1029 983 2326 102 2224 95 2150
is_linear=0
shrinkage=0.0995203


Tree=3907
num_leaves=18
num_cat=0
split_feature=6 3 20 17 3 8 4 21 4 6 3 17 17 17 17 4 6
split_gain=0.0221907 0.0144982 0.0212463 0.0174818 0.0144843 0.0131615 0.0207701 0.0116648 0.0115291 0.0112584 0.0107827 0.0124176 0.0284429 0.020268 0.00792953 0.00695743 0.00667153
threshold=0.23663500000000004 0.11926500000000002 -0.058504999999999995 -0.031185000000000001 0.11741000000000003 -0.10115999999999999 0.13146500000000003 0.11240000000000001 0.11599000000000002 -0.44590999999999997 0.11492500000000001 -0.0017249999999999998 -0.014289999999999999 0.0041300000000000009 -0.24445500000000001 0.12784500000000004 -0.25061999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 14 9 16 8 -3 -7 15 11 12 -11 -13 -4 -1 -5
right_child=-2 2 3 5 -6 6 -8 -9 -10 10 -12 13 -14 -15 -16 -17 -18
leaf_value=-0.0020253813364663215 -0.0022118659204450374 0.0021312012275989003 -0.00025756568025792249 0.00049768830295604017 -0.0018068619133481459 -0.00025521636869792788 -0.0015795477854673129 0.00041972249806604688 0.0018744007555366075 -0.00010210439748458633 0.0010071766580162654 0.00085545718909948315 -0.0011200562127751587 -0.00011017493795836993 -0.0021283569424169935 -0.00030679902204183913 0.0021936437576333453
leaf_weight=49 49 88 46 49 52 53 62 74 47 1437 85 283 336 896 46 47 46
leaf_count=49 49 88 46 49 52 53 62 74 47 1437 85 283 336 896 46 47 46
internal_value=0 -7.91524e-05 0.000412496 -2.2406e-05 -0.000158289 0.000396626 -0.000144207 0.00135447 0.000737518 -0.000130666 -9.68308e-05 -0.000128897 -0.000295477 0.000120915 -0.00120186 -0.00119252 0.00132751
internal_weight=0 3696 511 349 3185 257 162 162 100 3133 3037 2952 1773 1179 92 96 95
internal_count=3745 3696 511 349 3185 257 162 162 100 3133 3037 2952 1773 1179 92 96 95
is_linear=0
shrinkage=0.0995203


Tree=3908
num_leaves=26
num_cat=0
split_feature=10 9 9 17 6 0 0 8 18 0 0 5 0 5 8 26 8 3 9 9 8 20 19 4 1
split_gain=0.0145146 0.0209632 0.0204747 0.0187006 0.013165 0.0206182 0.0857262 0.0446641 0.0435425 0.0387524 0.031873 0.029445 0.0163444 0.0238053 0.032192 0.0131374 0.0121352 0.0189576 0.027264 0.0228826 0.0178428 0.0228684 0.018655 0.00788872 0.00361652
threshold=0.07635500000000002 0.096225000000000019 0.09271500000000002 -0.072334999999999997 0.087235000000000021 -0.081854999999999997 -0.082339999999999983 -0.082014999999999991 -0.01205 -0.092134999999999995 -0.084154999999999994 -0.082179999999999989 -0.080884999999999999 -0.074569999999999984 -0.081915000000000002 0.40795000000000009 -0.49499500000000002 0.11404500000000002 0.10153500000000003 0.089105000000000018 0.0044850000000000011 -0.081945000000000004 0.12139000000000003 0.10713500000000002 0.024780000000000007
decision_type=2 2 2 2 2 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 15 6 7 8 -6 -9 -10 -7 -13 -14 -15 16 24 20 19 -19 22 -22 -18 -3 -1
right_child=1 23 -4 -5 5 11 -8 9 10 -11 -12 12 13 14 -16 -17 17 18 -20 -21 21 -23 -24 -25 -26
leaf_value=-0.00057002945470486567 0.00078556600565940396 0.0013969124645855757 -0.0031324314542807729 -0.0017503368134482 0.0029019547131357076 0.0020562751635227268 0.0046051857615450296 0.00034990213616782438 0.00087669741762081289 -0.0035140062927998261 -0.0020819674466842427 -0.0016957989001366283 -0.0019838327650625732 0.0025154504348578409 -8.5028815347901161e-05 0.0012379172511995061 -0.00036977580187527877 0.00042143728999068656 -0.0011390997772252876 0.0021999016110127397 -0.00055561586035695091 0.0018936133944131113 0.0012062785226291007 -0.00039002751375512008 -0.0018381762096110487
leaf_weight=48 50 47 47 67 85 63 54 56 166 47 46 65 55 53 423 76 1519 281 80 97 66 87 78 50 46
leaf_count=48 50 47 47 67 85 63 54 56 166 47 46 65 55 53 423 76 1519 281 80 97 66 87 78 50 46
internal_value=0 -0.000686073 -0.00137328 -0.000659621 8.31933e-05 0.000365771 0.000881856 0.000377159 0.000998072 -0.00140529 0.000230861 8.98646e-06 -0.000206048 -2.21452e-05 0.000202801 -4.87202e-05 -9.15539e-05 -4.40227e-05 0.000525516 0.000879982 -0.000193547 0.000831733 -0.000292286 0.00046737 -0.00119932
internal_weight=0 261 164 117 3491 1113 454 400 297 103 212 659 596 531 476 2378 2302 2208 458 378 1750 153 1597 97 94
internal_count=3752 261 164 117 3491 1113 454 400 297 103 212 659 596 531 476 2378 2302 2208 458 378 1750 153 1597 97 94
is_linear=0
shrinkage=0.0995203


Tree=3909
num_leaves=14
num_cat=0
split_feature=2 31 26 1 1 0 0 9 0 0 0 1 1
split_gain=0.0207259 0.0130893 0.00904822 0.00808203 0.0203312 0.0173385 0.0461342 0.0358308 0.0308389 0.13521 0.0256573 0.0134478 0.0185797
threshold=-0.24206999999999998 0.085410000000000028 0.40795000000000009 -0.073844999999999994 -0.07002499999999999 -0.086474999999999996 -0.087184999999999999 0.08735500000000003 -0.08176499999999999 -0.082284999999999983 -0.081094999999999987 -0.06551499999999999 -0.054974999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2 9 -7 -10 -6 -13
right_child=1 -3 -4 4 11 8 -8 -9 10 -11 -12 12 -14
leaf_value=-0.0019857184752670124 0.00093302844368368162 -0.0015955425880837344 0.00105572660065928 -0.0017264319896199275 0.001507377557530439 0.00039057763067865359 -0.003238186792593291 -0.0018049476742940875 -0.0019503518678745933 0.0060372578695879545 0.00022527513496681516 -0.0016982633888780573 -3.5387436419347649e-07
leaf_weight=50 161 47 91 71 56 297 49 67 58 49 718 66 1972
leaf_count=50 161 47 91 71 56 297 49 67 58 49 718 66 1972
internal_value=0 5.39076e-05 7.5342e-05 5.008e-05 -7.00995e-05 0.000236647 -0.000467095 0.000124857 0.000411117 0.00119262 6.16088e-05 -1.35483e-05 -5.57419e-05
internal_weight=0 3702 3655 3564 2165 1399 277 228 1122 346 776 2094 2038
internal_count=3752 3702 3655 3564 2165 1399 277 228 1122 346 776 2094 2038
is_linear=0
shrinkage=0.0995203


Tree=3910
num_leaves=20
num_cat=0
split_feature=2 6 5 2 2 6 3 5 5 5 9 2 2 3 9 8 26 6 18
split_gain=0.0168055 0.00846881 0.0196768 0.0277255 0.0849487 0.0235829 0.048616 0.0292608 0.0126172 0.0222877 0.0174399 0.0315175 0.0191069 0.0162704 0.0297674 0.0125954 0.0188713 0.0300306 0.0134821
threshold=-0.24206999999999998 0.087235000000000021 0.26411500000000004 -0.087444999999999995 -0.095204999999999998 0.087670000000000012 0.084895000000000012 -0.0073899999999999999 0.26676500000000009 0.25032500000000008 0.098720000000000016 -0.07360499999999999 -0.095204999999999998 0.090435000000000029 0.092605000000000021 -0.49499500000000002 0.12236500000000003 -0.097850000000000006 -0.099739999999999995
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 -3 -5 -7 -8 9 15 12 -12 -10 -14 -15 -2 18 -18 -17
right_child=1 2 -4 5 -6 6 7 -9 10 -11 11 -13 13 14 -16 16 17 -19 -20
leaf_value=-0.0017880994240542522 -0.0013048961685300326 -0.000122009998249417 -0.001717855413678693 0.0022288708415773325 0.0050092964936132873 -0.0027128885822296301 0.00068497664029326883 -0.00052767610980798316 0.0025006869757688123 -0.0022015955012458449 -0.0025648193249837485 0.0010383010956433044 0.0020840916303259409 -0.0011100806170374513 0.0014687340256374925 -0.0011606051895883636 0.0027864412864638181 -0.00043386968739210648 -5.3056529359360357e-05
leaf_weight=50 82 91 47 52 49 59 539 310 57 51 46 50 48 101 79 116 58 56 1811
leaf_count=50 82 91 47 52 49 59 539 310 57 51 46 50 48 101 79 116 58 56 1811
internal_value=0 4.84986e-05 0.000273269 0.000359089 0.0016681 0.000167339 4.83756e-05 0.00024123 -5.20859e-05 -0.000144957 0.000475694 -0.000679667 0.000867741 0.000455914 1.71846e-05 -9.5166e-05 -4.61623e-05 0.00119735 -0.000120153
internal_weight=0 3702 1147 1100 140 960 908 849 2555 2174 381 96 285 228 180 2123 2041 114 1927
internal_count=3752 3702 1147 1100 140 960 908 849 2555 2174 381 96 285 228 180 2123 2041 114 1927
is_linear=0
shrinkage=0.0995203


Tree=3911
num_leaves=18
num_cat=0
split_feature=2 31 3 26 2 3 8 3 8 3 3 5 1 5 5 5 26
split_gain=0.0136259 0.00988561 0.00708171 0.0165234 0.0219126 0.0202826 0.0540829 0.0161028 0.0256271 0.0229166 0.0210298 0.0256255 0.0175046 0.0155517 0.034378 0.0219269 0.011079
threshold=-0.24206999999999998 0.085410000000000028 0.11492500000000001 0.12086000000000002 -0.073369999999999991 0.11089500000000001 -0.068904999999999994 0.11741000000000003 -0.068099999999999994 0.11926500000000002 0.13547000000000003 -0.38486499999999996 0.50462500000000021 -0.039649999999999998 -0.031929999999999993 -0.045014999999999993 0.40795000000000009
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 13 -7 8 -4 -9 11 -11 -12 15 -15 -2 -6
right_child=1 -3 7 4 16 6 -8 9 -10 10 12 -13 -14 14 -16 -17 -18
leaf_value=-0.0016101474027987598 -0.00018601847004355725 -0.0013898046434166361 -7.7770316861034477e-05 0.0027970675015878497 -0.00076359506316172709 0.00059738481284534026 -0.0034352989355097836 -0.001829150447952703 0.0032096222937627096 0.0029448609176433915 0.00030104961777820897 0.00043239409013122557 -0.001420926920386197 0.0028544774283483592 0.00012135776690903489 -0.0023408912979239996 0.0012801280533231859
leaf_weight=50 1077 47 46 47 55 71 61 52 47 57 216 140 80 47 1560 49 50
leaf_count=50 1077 47 46 47 55 71 61 52 47 57 216 140 80 47 1560 49 50
internal_value=0 4.3584e-05 6.22401e-05 -1.1925e-06 0.00100968 -5.5109e-05 -0.00126 0.000363486 0.0015748 0.000155283 0.000366255 0.00116351 -0.000161584 2.78609e-06 0.000201803 -0.000280519 0.00020181
internal_weight=0 3702 3655 3017 152 2865 132 638 93 545 493 197 296 2733 1607 1126 105
internal_count=3752 3702 3655 3017 152 2865 132 638 93 545 493 197 296 2733 1607 1126 105
is_linear=0
shrinkage=0.0995203


Tree=3912
num_leaves=18
num_cat=0
split_feature=2 19 18 18 2 2 2 17 5 5 17 0 2 0 0 12 9
split_gain=0.0247834 0.0139462 0.0141737 0.0545464 0.173003 0.0314875 0.0274184 0.0240074 0.0133208 0.038094 0.027242 0.0544946 0.0161027 0.0205183 0.0158192 0.0153586 0.0133824
threshold=-0.241895 -0.10411999999999999 -0.016464999999999997 -0.026374999999999999 -0.083589999999999984 -0.13088999999999998 -0.097424999999999998 -0.53447999999999996 -0.018754999999999997 -0.026719999999999997 -0.0046399999999999992 -0.083995 -0.082830000000000001 -0.087394999999999987 -0.081094999999999987 -0.082629999999999995 0.11296000000000002
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 -3 -7 -8 9 15 12 -12 13 -10 -14 -4 -17
right_child=1 2 8 4 -6 6 7 -9 10 -11 11 -13 14 -15 -16 16 -18
leaf_value=0.0019468525143661263 0.0013686215831102534 -0.0020437662775747911 -0.0017609145787028631 -0.0064919990402007629 0.0014285545688730475 0.0016834887645275104 0.001446758019182448 -0.00030123682476668049 -0.00089898736278210391 -0.0028826478578113739 0.0044437838771443005 9.8764450723461773e-05 -0.0014738084156648206 0.001262554777584961 0.0001965558412799245 0.00013367107535894134 -0.00094405755130775877
leaf_weight=61 65 83 48 54 55 85 84 1041 58 47 47 74 93 170 140 1421 124
leaf_count=61 65 83 48 54 55 85 84 1041 58 47 47 74 93 170 140 1421 124
internal_value=0 -7.53613e-05 -0.000101486 -0.00034934 -0.00248788 -0.000168428 -3.91123e-05 -0.000169992 5.45317e-05 -9.02096e-05 0.0004638 0.00179327 0.000113076 0.000709098 -0.000466643 -7.30732e-06 4.66439e-05
internal_weight=0 3689 3624 1402 109 1293 1210 1125 2222 1640 582 121 461 228 233 1593 1545
internal_count=3750 3689 3624 1402 109 1293 1210 1125 2222 1640 582 121 461 228 233 1593 1545
is_linear=0
shrinkage=0.0995203


Tree=3913
num_leaves=16
num_cat=0
split_feature=2 3 3 26 2 26 21 36 7 22 21 8 20 21 3
split_gain=0.0200956 0.0168582 0.0861424 0.0177244 0.0194766 0.0364714 0.0228905 0.0489445 0.0126698 0.00945911 0.0176213 0.0298237 0.033363 0.0216477 0.014084
threshold=-0.241895 0.084235000000000018 0.083815000000000014 0.089075000000000029 -0.086554999999999993 0.082605000000000026 0.083545000000000022 0.088355000000000031 -0.074779999999999999 0.11738500000000003 0.10068500000000002 -0.13559999999999997 -0.080324999999999994 0.097120000000000026 0.14530500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -6 -3 10 13 -12 -13 14 -10
right_child=1 8 -4 -5 6 -7 -8 -9 9 -11 11 12 -14 -15 -16
leaf_value=0.0017531013683446022 -0.00014384344171545403 0.0013766129040977341 -0.0037934165443999981 -0.0016435968863039805 -0.002651597479348974 0.0033779558164811142 0.0012438430882502514 0.0010742929890188129 -9.8362352279731622e-05 -0.0010989153445251326 0.0029015469371017817 0.0016725419923621122 -0.00020231730927495434 -0.0018233681135509728 0.0010736647546152455
leaf_weight=61 73 66 72 58 81 48 62 61 2386 78 48 128 352 70 106
leaf_count=61 73 66 72 58 81 48 62 61 2386 78 48 128 352 70 106
internal_value=0 -6.78171e-05 -0.000635039 -3.91589e-05 0.000244653 0.00124647 -0.000345549 -0.00104527 1.17337e-05 -1.64429e-05 1.06167e-05 0.000534364 0.00029594 -9.70023e-05 -4.81804e-05
internal_weight=0 3689 455 383 325 121 204 142 3234 3168 3090 528 480 2562 2492
internal_count=3750 3689 455 383 325 121 204 142 3234 3168 3090 528 480 2562 2492
is_linear=0
shrinkage=0.0995203


Tree=3914
num_leaves=20
num_cat=0
split_feature=3 6 0 0 0 6 3 0 21 5 8 3 3 26 19 25 6 5 3
split_gain=0.0156318 0.0280867 0.0467353 0.0718362 0.0571326 0.0360569 0.0286908 0.0235403 0.0214129 0.0210648 0.015703 0.00871676 0.0191367 0.0162109 0.00796777 0.00746879 0.0101156 0.0171425 0.0130931
threshold=0.086850000000000024 0.086420000000000011 -0.085349999999999995 -0.086775000000000005 -0.082494999999999999 0.085760000000000017 0.086335000000000023 -0.14909499999999998 -1.0000000180025095e-35 -0.091229999999999992 -0.090440000000000006 0.087445000000000023 0.087745000000000031 0.086515000000000022 -0.10411999999999999 0.096120000000000025 -0.25061999999999995 -0.41880499999999998 0.14530500000000005
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 10 -4 6 7 -1 -9 -10 -3 13 -13 -2 -14 16 17 -16 -18
right_child=11 2 4 -5 -6 -7 -8 8 9 -11 -12 12 14 -15 15 -17 18 -19 -20
leaf_value=0.0020223832284380146 0.0020435358084445548 -0.0020892815988122538 0.0018521681658487984 -0.00538236447901644 -0.0018516029043606182 0.0026779400016634343 -0.0026015150683462644 0.0017079576534268935 0.00041724763708075516 -0.00097904959276687319 0.00048655423813225284 -0.0015405750053539985 0.0012573188648494773 -0.0003365125739251321 -2.5483470086991777e-05 0.001236070367381694 3.3361932393704862e-05 -0.0023516739743549148 0.0010434457721698973
leaf_weight=51 61 46 82 53 83 46 46 51 173 278 47 73 57 52 101 53 2216 46 135
leaf_count=51 61 46 82 53 83 46 46 51 173 278 47 73 57 52 101 53 2216 46 135
internal_value=0 -0.000381696 -0.00115855 -0.00245551 -5.97954e-06 -5.84958e-06 -0.000213317 -1.318e-05 -0.000221611 -0.000441626 -0.000778713 8.44375e-05 4.80273e-05 0.000941048 9.28075e-05 6.64665e-05 4.13233e-05 -0.000758976 9.17116e-05
internal_weight=0 956 311 146 165 645 599 553 502 451 93 2794 2681 113 2608 2551 2498 147 2351
internal_count=3750 956 311 146 165 645 599 553 502 451 93 2794 2681 113 2608 2551 2498 147 2351
is_linear=0
shrinkage=0.0995203


Tree=3915
num_leaves=17
num_cat=0
split_feature=2 3 18 3 5 6 17 0 5 19 17 0 36 2 4 6
split_gain=0.0159847 0.0126884 0.0819175 0.13645 0.0264634 0.0312803 0.0235363 0.0118149 0.013531 0.0123733 0.0148384 0.0273244 0.011642 0.0110411 0.0105814 0.00608746
threshold=-0.241895 0.084380000000000024 -0.018629999999999997 0.082595000000000016 -0.016815 0.083720000000000031 -0.016659999999999998 0.076335000000000014 0.5252300000000002 -0.031244999999999998 -0.42946499999999999 -0.066735000000000003 0.086430000000000021 0.31326500000000007 0.081540000000000015 -0.16169999999999998
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 12 -6 8 9 -3 11 -11 15 -12 -9 -4
right_child=1 7 4 -5 6 -7 -8 14 -10 10 13 -13 -14 -15 -16 -17
leaf_value=0.0015666702740275357 -1.4144965155191286e-05 -0.0014576835727328472 0.00013790388798905277 -0.0067551872027085879 0.00026493300024242248 -0.0026038456789665909 0.0029618997063450944 -0.00013598023123328961 0.001543124175308278 0.0013512050040826835 -7.3253254778544993e-05 -0.00061089792135813031 -0.00070809963439885063 0.00087386413429591328 -0.0021313261725470012 0.0017430807762850394
leaf_weight=61 74 55 49 50 83 51 53 62 59 210 2539 105 77 128 47 47
leaf_count=61 74 55 49 50 83 51 53 62 59 210 2539 105 77 128 47 47
internal_value=0 -5.73463e-05 -0.000532346 -0.00273891 0.00022542 -0.000436693 0.00132198 1.41298e-05 5.02347e-05 2.09626e-05 4.85093e-05 0.000694572 0.000197448 -2.74903e-05 -0.00100387 0.0009323
internal_weight=0 3689 484 124 360 224 136 3205 3096 3037 2982 315 173 2667 109 96
internal_count=3750 3689 484 124 360 224 136 3205 3096 3037 2982 315 173 2667 109 96
is_linear=0
shrinkage=0.0995203


Tree=3916
num_leaves=18
num_cat=0
split_feature=7 0 17 0 26 0 19 3 4 3 9 4 0 6 4 8 3
split_gain=0.010387 0.00824472 0.0305661 0.0496911 0.0328391 0.0295159 0.0201376 0.0153738 0.0276965 0.026056 0.0102188 0.0535921 0.0384949 0.01805 0.012529 0.0383025 0.0140629
threshold=-0.23835999999999999 -0.08269 0.40057000000000009 -0.083275000000000002 0.089795000000000028 -0.082339999999999983 0.11368500000000002 0.12131500000000002 0.12498500000000003 0.099950000000000025 0.11351500000000002 0.14566000000000004 -0.065229999999999996 0.10538000000000002 0.12182500000000003 -0.07034 0.12212000000000002
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 -3 7 9 -9 -2 11 14 -12 -14 16 -16 -7
right_child=1 5 4 -5 -6 10 -8 8 -10 -11 12 -13 13 -15 15 -17 -18
leaf_value=0.0014760576324425263 -4.4113149538149659e-06 -0.0025090598817283476 -0.00012455644708002126 0.0034159976401764857 -0.0034653150980259602 -0.00012067235160719075 0.0021782557838081937 -0.0027662428809744734 0.0002653960722936828 0.0010342361124175007 -0.0032353102182859261 0.0033449396828330079 0.0013040532378159697 -0.001148054613066167 0.00049821607754110364 -0.0033093072537529918 0.00097919328616666952
leaf_weight=48 1239 51 81 48 46 1331 48 50 73 296 47 46 62 57 60 46 126
leaf_count=48 1239 51 81 48 46 1331 48 50 73 296 47 46 62 57 60 46 126
internal_value=0 2.37639e-06 0.000148826 0.000257168 -0.00134104 -0.000148036 0.000167811 0.000109114 -0.000960323 0.000195342 -7.97371e-05 -2.52776e-06 -0.000823178 0.000122635 -0.00010157 -0.00114638 -2.49951e-05
internal_weight=0 3707 1881 1754 127 1826 1706 1658 123 1535 1775 1609 166 119 1563 106 1457
internal_count=3755 3707 1881 1754 127 1826 1706 1658 123 1535 1775 1609 166 119 1563 106 1457
is_linear=0
shrinkage=0.0995203


Tree=3917
num_leaves=19
num_cat=0
split_feature=26 26 3 3 3 9 3 17 17 26 6 6 17 19 26 19 17 3
split_gain=0.00884483 0.0175724 0.0160144 0.0139962 0.0404595 0.0434318 0.0396751 0.0358104 0.0259502 0.0138863 0.0334965 0.0135566 0.00866547 0.0152677 0.0238901 0.0161655 0.0109188 0.0057431
threshold=0.088685000000000028 0.089150000000000021 0.084955000000000017 0.091865000000000016 0.090595000000000023 0.091690000000000021 0.092900000000000024 -0.015464999999999998 0.51392000000000015 0.088015000000000024 0.087670000000000012 0.11690000000000002 0.41435500000000008 0.11368500000000002 0.087745000000000031 0.10781000000000003 0.25342000000000009 0.098000000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 4 5 7 -5 -4 11 12 -11 -8 13 14 15 16 -1 -14
right_child=1 2 3 6 -6 -7 8 -9 -10 10 -12 -13 17 -15 -16 -17 -18 -19
leaf_value=0.00013793737347419789 -0.0016528580447655299 0.0013465610206904101 0.0005186736200308887 0.0024562828499344268 -0.0025198714861583153 0.0026984290913349539 -0.00012370896766590529 -0.0017662717683849772 0.0020233935563212717 0.0029021804300851076 -0.00058003082747524267 -0.001387182982444516 -6.810228770819179e-05 0.0015601123942129873 -0.0021184872863384205 -0.0015093992058040303 0.0016593285357739162 -0.0016101715407206439
leaf_weight=1947 76 72 137 63 90 46 609 134 51 57 52 98 50 71 48 58 48 48
leaf_count=1947 76 72 137 63 90 46 609 134 51 57 52 98 50 71 48 58 48 48
internal_value=0 -0.000181303 -9.46437e-05 -0.000179811 -0.00065716 -0.000125732 5.58316e-05 -0.000608131 -0.000142598 0.000135637 0.00123343 -0.000300002 8.25624e-05 0.000124193 7.52787e-05 0.000126969 0.000174953 -0.000831755
internal_weight=0 1376 1300 1228 407 317 821 271 758 2379 109 707 2270 2172 2101 2053 1995 98
internal_count=3755 1376 1300 1228 407 317 821 271 758 2379 109 707 2270 2172 2101 2053 1995 98
is_linear=0
shrinkage=0.0995203


Tree=3918
num_leaves=20
num_cat=0
split_feature=7 7 2 2 5 8 8 17 20 17 9 3 3 3 9 1 5 6 26
split_gain=0.00852704 0.00742506 0.00765419 0.0181117 0.0574996 0.011813 0.0276227 0.0772571 0.0204631 0.0202564 0.0368268 0.0233885 0.0113587 0.0238069 0.0270879 0.018912 0.0174 0.0169509 0.0163817
threshold=-0.23835999999999999 -0.009689999999999999 -0.087245000000000003 -0.086050000000000001 -0.0087549999999999989 -0.046889999999999994 -0.062834999999999988 -0.036600000000000001 -0.083495 -0.095109999999999986 0.11296000000000002 0.089895000000000017 0.10426500000000002 0.11339500000000001 0.09550500000000002 0.063010000000000024 0.26676500000000009 0.097935000000000022 0.089075000000000029
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 4 -4 6 8 -8 -5 11 -11 -7 16 14 -14 -15 17 18 -3
right_child=1 2 3 5 -6 9 7 -9 -10 10 -12 -13 13 15 -16 -17 -18 -19 -20
leaf_value=0.0013352590285414011 -0.0011922745673416571 -0.00025621852764481766 0.002814732538922734 -0.001085888807893553 -0.00094750824051951957 -0.0018938416070074392 -0.0045825612071386818 0.00064180370856868781 9.7045693211930841e-05 0.0010937838737490656 -0.0014161109114329974 0.00029087240661332338 0.0031522441582657388 -0.0021390391905776276 -0.00015873689547687354 0.00057157673822760509 -0.0023432794403332119 0.0012216153932662916 -0.0018156805924292704
leaf_weight=48 51 390 89 158 73 71 49 65 1738 416 67 152 49 47 48 55 46 62 81
leaf_count=48 51 390 89 158 73 71 49 65 1738 416 67 152 49 47 48 55 46 62 81
internal_value=0 2.96366e-08 1.68858e-05 9.19651e-05 0.00111435 3.0682e-05 -9.19975e-05 -0.00159658 -1.10044e-06 0.000381113 0.000743925 -0.000401038 -0.000259797 0.000386552 0.00150538 -0.000669407 -0.000483359 -0.000321304 -0.000526144
internal_weight=0 3707 3656 2878 162 2716 2010 114 1896 706 483 223 778 199 97 102 579 533 471
internal_count=3755 3707 3656 2878 162 2716 2010 114 1896 706 483 223 778 199 97 102 579 533 471
is_linear=0
shrinkage=0.0995203


Tree=3919
num_leaves=14
num_cat=0
split_feature=29 29 9 9 17 19 18 3 10 2 2 2 2
split_gain=0.00722448 0.0113612 0.00586966 0.0186155 0.0164581 0.0155983 0.0189405 0.0253829 0.0153349 0.0140715 0.0393478 0.026926 0.011713
threshold=-0.096654999999999991 -0.085279999999999995 0.089935000000000029 0.08938500000000002 0.40441500000000008 -0.050215000000000003 -0.12363 0.11868500000000003 0.079700000000000021 -0.080744999999999997 -0.082704999999999987 -0.078994999999999996 0.50951500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 -4 7 -7 12 10 -8 -11 -3
right_child=1 2 5 -5 -6 6 9 -9 -10 11 -12 -13 -14
leaf_value=-0.00090796421577591518 0.0015907551068205066 0.00012188126180940348 -0.0017201249407232148 0.0016760146650539364 -0.0012574332732531819 0.0020720015736312705 -0.00021979126218244546 -0.00058019342653378497 -0.0015233462986921039 0.0018856220349858302 -0.0027177380636352242 -0.00015181613579387746 0.0016652495693905182
leaf_weight=82 46 2054 60 73 90 87 356 60 55 72 76 594 50
leaf_count=82 46 2054 60 73 90 87 356 60 55 72 76 594 50
internal_value=0 3.63674e-05 1.64279e-05 0.000111543 6.03979e-05 -0.000152184 -7.59629e-05 0.000983904 0.000115712 -0.000218603 -0.00066114 6.72184e-05 0.000158947
internal_weight=0 3673 3627 2322 2249 1305 1245 147 2159 1098 432 666 2104
internal_count=3755 3673 3627 2322 2249 1305 1245 147 2159 1098 432 666 2104
is_linear=0
shrinkage=0.0995203


Tree=3920
num_leaves=16
num_cat=0
split_feature=9 2 2 3 3 2 1 3 5 0 5 2 5 9 5
split_gain=0.00863738 0.0155367 0.0151562 0.0132229 0.0200373 0.0335031 0.0211228 0.032104 0.00698577 0.0317343 0.0150209 0.0148465 0.0171948 0.0134624 0.0560982
threshold=-0.26414499999999996 0.10166000000000001 0.096520000000000022 0.099655000000000021 0.11404500000000002 0.11995000000000003 0.007210000000000002 0.13345500000000002 -0.14822499999999997 -0.225295 -0.19631499999999999 0.0040650000000000018 -0.11065499999999999 0.11351500000000002 -0.41397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -3 5 -5 -6 -8 10 -10 13 12 -11 14 -2
right_child=1 3 -4 4 6 -7 7 -9 9 11 -12 -13 -14 -15 -16
leaf_value=-0.0010407879813456576 -0.00043752014554563744 0.0021667537599555481 -0.0017736157223953049 0.00091761534573254501 -0.00026938494500700224 -0.0025273957505819863 0.0039509500645810184 0.00053005502035266831 0.0026519509425355502 0.001333027234469867 -0.0017948985097362466 -0.0015042754661318469 2.7404090518210996e-05 -0.0013779694695175851 0.0028055079611693924
leaf_weight=71 302 52 47 63 70 50 46 68 47 104 60 60 2586 70 64
leaf_count=71 302 52 47 63 70 50 46 68 47 104 60 60 2586 70 64
internal_value=0 6.69121e-05 6.46537e-07 0.000698741 0.000438958 -0.000599482 0.00108114 0.0019176 2.62187e-05 8.74886e-05 -0.000317639 4.33619e-05 7.81861e-05 -0.000112469 0.00012733
internal_weight=0 3689 3340 349 297 113 184 114 3293 2797 496 2750 2690 436 366
internal_count=3760 3689 3340 349 297 113 184 114 3293 2797 496 2750 2690 436 366
is_linear=0
shrinkage=0.0995203


Tree=3921
num_leaves=20
num_cat=0
split_feature=1 1 1 6 9 5 3 3 3 3 9 3 6 3 17 17 1 17 1
split_gain=0.00932231 0.0290748 0.0192391 0.0698665 0.0172419 0.0134085 0.0135219 0.0345758 0.0212334 0.0165466 0.0330812 0.0138783 0.0344748 0.0210657 0.00942778 0.0242809 0.0136862 0.0128252 0.0131314
threshold=-0.082635 -0.084204999999999988 -0.08113999999999999 0.086420000000000011 -0.25326499999999996 0.62931500000000018 0.085355000000000028 0.084855000000000028 0.08666500000000002 0.084380000000000024 0.083715000000000026 0.08920500000000002 0.090460000000000026 0.09587500000000003 0.51734000000000024 0.51174000000000019 0.0036400000000000009 0.41435500000000008 -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=1 5 3 -2 -4 6 7 9 -8 10 -1 12 -10 -13 15 17 -16 18 -6
right_child=2 -3 4 -5 14 -7 8 -9 11 -11 -12 13 -14 -15 16 -17 -18 -19 -20
leaf_value=-0.00054896080972480709 0.001642849949589944 0.0022406468073931131 -0.0017921407450269911 -0.0032513938596545736 0.00066792346638890629 0.0017389416766295488 -0.0017845316507624383 0.0029595926824034394 0.0020475235710335849 -0.0014418716976495494 0.0019158777320637691 -0.001316197346674223 -0.001133437950771658 0.00025040664442425956 -0.0019733254671005702 0.0021276265321919859 0.00024534742016624981 -0.0012408522823210257 -2.1158946884881196e-05
leaf_weight=124 48 71 52 72 317 50 75 51 89 53 95 133 54 234 55 56 54 76 2001
leaf_count=124 48 71 52 72 317 50 75 51 89 53 95 133 54 234 55 56 54 76 2001
internal_value=0 0.000296614 -5.47361e-05 -0.00128687 1.57878e-06 0.000151681 6.33756e-05 0.000580925 -0.000220983 0.000131915 0.000516524 7.34553e-06 0.000840597 -0.000315097 3.83479e-05 7.89455e-05 -0.000866656 3.06811e-05 7.27239e-05
internal_weight=0 1029 2731 120 2611 958 908 323 585 272 219 510 143 367 2559 2450 109 2394 2318
internal_count=3760 1029 2731 120 2611 958 908 323 585 272 219 510 143 367 2559 2450 109 2394 2318
is_linear=0
shrinkage=0.0995203


Tree=3922
num_leaves=18
num_cat=0
split_feature=1 26 0 3 5 1 0 1 0 1 6 0 0 3 0 0 26
split_gain=0.00805485 0.0200222 0.0157671 0.0100861 0.0173343 0.00946951 0.00781091 0.0214056 0.062514 0.0288755 0.0206064 0.0348387 0.0181209 0.016722 0.0147803 0.0410377 0.0269079
threshold=-0.49056499999999997 1.0000000180025095e-35 0.12387500000000003 0.10669500000000003 0.27608500000000008 -0.36347499999999994 -0.072274999999999992 -0.050379999999999994 -0.069569999999999993 -0.072579999999999992 -0.060679999999999998 -0.059114999999999994 -0.073464999999999989 0.11896500000000003 -0.075709999999999986 -0.077174999999999994 0.093245000000000022
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 -1 -2 12 8 -8 -10 13 -12 14 -9 15 -7 -16
right_child=2 -3 -4 -5 -6 6 7 10 9 -11 11 -13 -14 -15 16 -17 -18
leaf_value=0.0015606845470027546 0.0013875764552184384 -0.0011850160304089741 -0.0015993713509740439 0.0023041998476168333 -0.00079178698028323398 2.2945497176878539e-05 -0.0042625236559546186 -0.00096234463125788447 0.00078826223533586947 -0.001667876669015045 0.0032657198745858836 -7.9040672539921583e-05 0.00188888154964617 0.00048805870718636652 -0.0029090494837667544 0.0023559776188573044 0.0003689763963372102
leaf_weight=78 50 48 60 50 51 2502 48 177 112 82 49 82 54 141 46 77 53
leaf_count=78 50 48 60 50 51 2502 48 177 112 82 49 82 54 141 46 77 53
internal_value=0 0.000611731 0 0.00109811 0.000624292 2.77897e-05 7.68804e-06 -0.000290972 -0.00104579 -0.00024568 0.000114035 0.0011658 8.35272e-05 -0.000316667 4.68178e-05 9.29192e-05 -0.00114588
internal_weight=0 227 3533 179 129 3473 3423 691 242 194 449 131 2732 318 2678 2579 99
internal_count=3760 227 3533 179 129 3473 3423 691 242 194 449 131 2732 318 2678 2579 99
is_linear=0
shrinkage=0.0995203


Tree=3923
num_leaves=16
num_cat=0
split_feature=20 21 2 6 6 8 8 2 3 3 18 4 18 2 5
split_gain=0.0108203 0.0101906 0.00856874 0.0296198 0.0324944 0.0174973 0.0196291 0.0140723 0.0117815 0.0214083 0.0077523 0.0271956 0.0344473 0.0149272 0.0161501
threshold=0.27003000000000005 0.16638500000000003 0.10166000000000001 -0.083069999999999991 -0.03764 -0.36115499999999995 -0.47145500000000001 0.096520000000000022 0.10174000000000002 0.11926500000000002 -0.099739999999999995 0.10098000000000003 -0.11166 0.08814000000000001 -0.068984999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 6 -4 10 -6 -10 11 12 -1 14 -12
right_child=-2 -3 3 4 8 -7 -8 -9 9 -11 13 -13 -14 -15 -16
leaf_value=-0.0002852069835888906 0.0013706501512884342 -0.0013449102779669716 -5.4205411903193228e-05 0.0033763732920679438 0.0019023716429823901 0.00083974364206436305 -0.0028278130798637269 -0.0017294086472620497 -0.0011651540956008871 0.0014709990703212594 -0.00026637445684401595 0.001837377411255359 -0.0030223871154440706 0.0018035735347413013 0.00022572135322609596
leaf_weight=297 59 54 56 53 46 57 47 47 67 56 1085 47 54 48 1687
leaf_count=297 59 54 56 53 46 57 47 47 67 56 1085 47 54 48 1687
internal_value=0 1.18709e-05 3.21848e-05 0.000478247 0.00122336 -0.000550484 -0.00132778 -1.97531e-05 0.000543312 2.83903e-05 4.96268e-06 -0.000405926 -0.000708644 6.32437e-05 3.28128e-05
internal_weight=0 3701 3647 382 222 160 103 3265 169 123 3218 398 351 2820 2772
internal_count=3760 3701 3647 382 222 160 103 3265 169 123 3218 398 351 2820 2772
is_linear=0
shrinkage=0.0995203


Tree=3924
num_leaves=31
num_cat=0
split_feature=6 3 10 18 18 5 5 8 26 8 9 5 8 26 2 2 9 3 9 2 1 2 4 18 21 9 2 18 26 20
split_gain=0.0220757 0.0245994 0.0139609 0.0137752 0.0433956 0.0805903 0.0235424 0.0754046 0.0934063 0.0418079 0.0207446 0.0195931 0.0155011 0.0514048 0.0220019 0.0134157 0.0226286 0.0135591 0.0118253 0.0112263 0.0182562 0.0712048 0.0219462 0.020778 0.013907 0.0230613 0.0240441 0.0223835 0.0157729 0.0142805
threshold=0.066135000000000013 0.081685000000000021 0.09056500000000002 -0.057764999999999997 -0.020999999999999998 -0.0070049999999999999 0.054660000000000007 -0.077604999999999993 0.089625000000000024 -0.077259999999999995 0.086115000000000011 0.0043900000000000015 -0.091284999999999991 0.08709500000000002 -0.079844999999999985 -0.10165999999999999 0.09833500000000002 0.086605000000000029 0.08951000000000002 0.092170000000000016 -0.018369999999999997 0.10674000000000002 0.10543500000000001 -0.019539999999999998 0.10817500000000002 0.095055000000000014 -0.076954999999999996 -0.085454999999999989 -0.10954 0.096815000000000026
decision_type=2 2 2 2 2 2 2 2 2 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 15 6 5 -5 7 8 10 -8 -3 12 14 -14 -6 16 17 -1 -19 24 23 -22 -23 -21 28 27 -27 -26 -17 -30
right_child=1 3 -4 4 11 -7 9 -9 -10 -11 -12 -13 13 -15 -16 19 -18 18 -20 20 21 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.001849587723540909 0.0023576483971941477 -0.00037348362289172776 0.0011575136561029359 0.0053098555188581019 0.00018962570596179571 -0.0002032865535628088 0.00062855774306060964 0.0028075981866596223 -0.0046318467608696141 -0.0027424581255164927 0.0022392631382724733 0.0016230827858203256 -0.002029789563125712 0.0002773098360186722 0.0026909415852086841 0.0014963082618709349 -0.0026562353994328981 -0.00086405143640161158 0.00083930362336269437 0.0013473872057067845 -0.0044955513142406834 0.0015020206337188285 -0.00083104265830064776 -0.00094760866798249816 -0.002808138280397113 0.0019810908043539849 -0.00064300625088618596 -0.00037266641646752975 0.00013145481328075408 -0.0016393233124669831
leaf_weight=49 57 86 76 49 130 56 65 83 47 82 46 88 120 470 48 81 56 76 86 85 49 51 182 72 68 53 99 85 1101 47
leaf_count=49 57 86 76 49 130 56 65 83 47 82 46 88 120 470 48 81 56 76 86 85 49 51 182 72 68 53 99 85 1101 47
internal_value=0 0.000330235 -0.000167343 0.000245285 0.000451452 0.00236172 -0.000237131 0.000325961 -0.00082017 -0.0012463 0.000530818 0.000216175 5.39012e-05 -0.000190543 0.000868737 -0.000212659 -0.000875227 -0.000398662 3.51455e-05 -0.000122581 -0.000566353 -0.00104585 -0.000316859 0.000289691 3.88352e-06 -0.000597077 0.00026659 -0.00146045 0.00015369 5.82446e-05
internal_weight=0 1427 2316 1370 961 105 409 262 179 147 132 856 768 590 178 2240 267 211 162 1973 439 282 233 157 1534 305 152 153 1229 1148
internal_count=3743 1427 2316 1370 961 105 409 262 179 147 132 856 768 590 178 2240 267 211 162 1973 439 282 233 157 1534 305 152 153 1229 1148
is_linear=0
shrinkage=0.0995203


Tree=3925
num_leaves=13
num_cat=0
split_feature=0 21 4 20 20 21 20 21 21 27 21 1
split_gain=0.0183639 0.0429256 0.0460216 0.0249973 0.0137186 0.0128844 0.0145842 0.0140953 0.0183585 0.013162 0.00989498 0.0131201
threshold=-0.22163999999999998 0.090285000000000018 0.086380000000000026 -0.24350999999999998 -0.15615999999999999 0.087570000000000023 -0.09529 0.085955000000000018 0.084670000000000009 -0.038765000000000001 0.089505000000000015 0.061835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 7 -7 8 9 -6 -8 -12
right_child=3 -3 -4 4 5 6 10 -9 -10 -11 11 -13
leaf_value=0.00016164662730101635 0.0018915382925825577 0.0012757698011582536 -0.0038039295890935094 -0.0013903220448747233 -0.0014836688874738338 -0.0014641709457817449 -0.0011389117556411131 0.0014833063928344581 -0.0017275131327657246 0.00021504310242319964 0.00023678154359374921 -0.00062272194867686256
leaf_weight=51 73 56 66 66 46 88 86 80 51 2237 593 250
leaf_count=51 73 56 66 66 46 88 86 80 51 2237 593 250
internal_value=0 -0.000981128 -0.00206835 6.86741e-05 3.03876e-05 5.79555e-05 -0.000238821 0.000183324 0.000138416 0.000180457 -0.000121868 -1.71417e-05
internal_weight=0 173 117 3570 3497 3431 1017 2414 2334 2283 929 843
internal_count=3743 173 117 3570 3497 3431 1017 2414 2334 2283 929 843
is_linear=0
shrinkage=0.0995203


Tree=3926
num_leaves=23
num_cat=0
split_feature=6 0 0 9 1 1 5 0 5 8 5 9 6 10 5 24 0 20 20 20 0 0
split_gain=0.0152195 0.0193562 0.0489747 0.0303314 0.0275916 0.0257348 0.025334 0.0247147 0.0353921 0.0290355 0.0145924 0.0124746 0.0364349 0.0115198 0.0126735 0.0102203 0.00926211 0.0167878 0.0466196 0.0420309 0.0140756 0.0172221
threshold=0.066135000000000013 -0.086304999999999993 -0.087394999999999987 0.08401500000000002 -0.053299999999999993 -0.047239999999999997 -0.042209999999999991 -0.06340999999999998 -0.0033300000000000001 -0.073644999999999988 0.0047850000000000011 0.083875000000000019 0.08846500000000003 0.09056500000000002 0.63223000000000018 -0.070455000000000004 -0.113275 -0.0073549999999999996 0.084680000000000019 -0.069434999999999983 -0.10806499999999999 -0.1021
decision_type=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 5 -3 7 11 -6 8 9 -5 -10 -2 -13 14 15 -1 17 19 -19 -17 -18 -22
right_child=1 3 -4 4 6 -7 -8 -9 10 -11 -12 12 -14 -15 -16 16 20 18 -20 -21 21 -23
leaf_value=-0.0016109318131185405 0.00050525477004564434 -0.0016971997000650616 0.0029942576677152717 0.0011901117727679538 0.00020110262229522743 0.0017439226498419578 -0.0030690401096082963 0.0022783889138371914 -0.0017912896259575201 -0.00044050246228769565 -0.00020093624712168165 -0.0031251459141201899 0.00058690556020448445 0.0010640408343298617 -0.0016468953855964101 -0.00090904137128079579 0.0016263152138229363 -0.0026850494035935693 0.00031028396335278633 0.0017769838738185926 -0.001930071620635505 2.5927594671624499e-06
leaf_weight=46 87 89 85 382 47 81 46 64 79 150 212 48 57 76 57 164 51 102 103 89 47 1581
leaf_count=46 87 89 85 382 47 81 46 64 79 150 212 48 57 76 57 164 51 102 103 89 47 1581
internal_value=0 0.000273758 0.000907293 6.0826e-05 0.000221319 0.000254506 -0.00140759 0.000393029 0.00024542 0.000728813 -0.000635495 -0.000369578 -0.00110224 -0.000139382 -0.000180578 -0.000141916 -0.000109912 -0.000506612 -0.00117608 3.26095e-05 -1.21197e-06 -5.27e-05
internal_weight=0 1427 358 1069 980 273 93 887 823 532 291 192 105 2316 2240 2183 2137 458 205 253 1679 1628
internal_count=3743 1427 358 1069 980 273 93 887 823 532 291 192 105 2316 2240 2183 2137 458 205 253 1679 1628
is_linear=0
shrinkage=0.0995203


Tree=3927
num_leaves=17
num_cat=0
split_feature=0 21 2 0 9 3 4 4 4 8 4 3 3 3 0 4
split_gain=0.0150247 0.0347756 0.0505999 0.0156258 0.031695 0.0304379 0.0131541 0.0256998 0.0154717 0.0263346 0.013636 0.0248138 0.0127351 0.047284 0.019666 0.0106729
threshold=-0.22163999999999998 0.090285000000000018 0.10274500000000002 -0.15137999999999999 0.081605000000000025 0.11339500000000001 0.13491500000000003 0.11860000000000002 0.13849500000000003 -0.26194999999999996 0.11061500000000002 0.11553000000000002 0.080495000000000025 0.084145000000000011 -0.072694999999999996 0.12719000000000005
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 -2 7 10 -8 -10 12 -12 14 -14 -5 -9
right_child=3 -3 -4 6 -6 -7 8 15 9 -11 11 -13 13 -15 -16 -17
leaf_value=-0.0036575885136429223 0.0037497017978025521 0.0011411029948704872 0.00051326510385927594 -0.0025169910809787555 -0.00074285347267526094 0.00025101244459778784 -0.002293664483857984 0.0025166895007821466 -0.0017440749474622343 0.00098557592775805965 0.00041617513198827997 -0.0025761640014461693 0.0017447384367192129 -1.0329548452392665e-05 0.00014559201148595962 0.00061143252251263534
leaf_weight=67 53 56 50 48 62 47 50 55 64 77 54 55 161 2716 63 65
leaf_count=67 53 56 50 48 62 47 50 55 64 77 54 55 161 2716 63 65
internal_value=0 -0.000889342 -0.00186818 6.02322e-05 0.00101528 0.0021135 1.45937e-05 6.24708e-05 -0.000787512 -0.000247609 6.83572e-06 -0.00108621 4.69832e-05 8.76014e-05 -0.000998421 0.0014915
internal_weight=0 173 117 3570 162 100 3408 3217 191 141 3097 109 2988 2877 111 120
internal_count=3743 173 117 3570 162 100 3408 3217 191 141 3097 109 2988 2877 111 120
is_linear=0
shrinkage=0.0995203


Tree=3928
num_leaves=25
num_cat=0
split_feature=6 5 20 0 6 6 17 3 17 2 8 6 8 5 20 8 9 23 0 17 0 0 0 17
split_gain=0.0116203 0.0207923 0.0336836 0.0188966 0.0311348 0.0300867 0.0220532 0.0328515 0.0421164 0.0338892 0.0287883 0.0178223 0.0175594 0.0460123 0.0533672 0.0183768 0.0199726 0.0311256 0.0169726 0.0513341 0.0358544 0.0205205 0.0205538 0.0154616
threshold=-0.091244999999999993 -0.53715999999999997 -0.089994999999999992 -0.091935000000000003 -0.087825 -0.087825 -0.093784999999999993 0.11896500000000003 0.016900000000000005 -0.0064000000000000003 -0.097249999999999989 -0.084184999999999996 -0.092984999999999998 -0.4345 0.0040650000000000018 -0.086844999999999992 0.11351500000000002 -0.052774999999999996 -0.087184999999999999 -0.016209999999999999 -0.088329999999999992 -0.086589999999999986 -0.085794999999999996 -0.015100000000000001
decision_type=2 2 2 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 -2 -7 8 9 -8 -10 -6 13 -4 -15 23 17 -17 19 -13 -21 -20 -23 -14
right_child=3 2 12 4 11 6 7 -9 10 -11 -12 18 15 14 -16 16 -18 -19 21 20 -22 22 -24 -25
leaf_value=0.0020835674263488691 -0.0028982653236879013 0.0027774133645225405 -0.00094542150168813234 0.0020350936712431236 -0.0016023364723267459 -0.0018788021884326277 0 -0.0022894186175809452 0.0005949648128041016 0.0028781621658518692 -0.0023620575061537308 -0.0012983886139218981 -0.0002034048574211494 0.0041504750399343473 -0.00019708126902048719 0.0026142868167221291 -0.0019152746340888066 -7.2083648424061834e-05 -0.0020218503434980177 0.00032071494457705242 0.0038911402382899073 0.001485887169033729 -8.6383202122146551e-05 -0.0027363850017087829
leaf_weight=62 53 47 81 74 70 79 79 54 62 82 68 64 48 61 51 48 48 384 52 53 60 86 1933 49
leaf_count=62 53 47 81 74 70 79 79 54 62 82 68 64 48 61 51 48 48 384 52 53 60 86 1933 49
internal_value=0 0.000325186 0.000190745 -8.83685e-05 2.53577e-05 -0.000660384 -0.000378718 -3.28478e-05 0.000383085 0.00146093 -0.000945488 -3.84481e-05 3.17945e-05 0.000854464 0.00216348 -0.00024196 8.82342e-06 0.000224507 9.88535e-06 0.000945591 0.00222376 -6.96903e-05 -1.90063e-05 -0.00149139
internal_weight=0 879 817 2869 2392 477 424 345 291 161 130 2318 770 193 112 577 480 432 2248 177 113 2071 2019 97
internal_count=3748 879 817 2869 2392 477 424 345 291 161 130 2318 770 193 112 577 480 432 2248 177 113 2071 2019 97
is_linear=0
shrinkage=0.0995203


Tree=3929
num_leaves=11
num_cat=0
split_feature=12 35 38 1 17 17 2 6 0 9
split_gain=0.0119069 0.0113755 0.0154754 0.0103853 0.00719723 0.0158764 0.0203317 0.00966265 0.0314393 0.0171019
threshold=0.097490000000000021 -0.084584999999999994 -0.05851 0.55657000000000012 0.2590050000000001 0.27568500000000007 -0.073884999999999992 -0.007045 -0.10287 0.08735500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 -7 9 -9 -4
right_child=-2 2 3 -5 5 6 -8 8 -10 -11
leaf_value=-0.0015686984604986192 0.0015030361396786182 0.0014306919782587399 0.00041641775614913352 -0.0014773024085102773 0.0019873844363168061 -0.00058335605127757316 0.00084093503316084409 -0.0015642276688926789 -8.1153545811191681e-05 -0.00027278824031301774
leaf_weight=46 52 74 850 48 53 192 205 157 1458 613
leaf_count=46 52 74 850 48 53 192 205 157 1458 613
internal_value=0 -1.33845e-05 5.99245e-06 -2.32607e-05 -3.24574e-06 0.000368264 0.000150047 -5.7826e-05 -0.000225835 0.000127079
internal_weight=0 3696 3650 3576 3528 450 397 3078 1615 1463
internal_count=3748 3696 3650 3576 3528 450 397 3078 1615 1463
is_linear=0
shrinkage=0.0995203


Tree=3930
num_leaves=10
num_cat=0
split_feature=12 35 39 19 0 10 2 6 3
split_gain=0.00974903 0.00842783 0.00796496 0.00635664 0.0121903 0.00708754 0.012018 0.0183021 0.00973758
threshold=0.095920000000000019 -0.084154999999999994 1.0000000180025095e-35 0.12765500000000005 -0.075709999999999986 0.09056500000000002 -0.097214999999999996 0.041585000000000011 0.083055000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 -3 -8
right_child=-2 2 -4 4 -6 -7 8 -9 -10
leaf_value=-0.001322882348265121 0.0013220225633643152 -0.0010312710740585567 0.0013057447551219096 0.0015164982578364137 -0.00030170563794275286 0.00098925582786614638 -0.00095520810305229958 0.00037999513760299665 4.3674622777191866e-05
leaf_weight=48 55 275 46 75 70 65 100 135 2879
leaf_count=48 55 275 46 75 70 65 100 135 2879
internal_value=0 -1.27157e-05 4.31298e-06 -1.20936e-05 0.000633099 -3.9416e-05 -5.93872e-05 -0.000564589 9.869e-06
internal_weight=0 3693 3645 3599 145 3454 3389 410 2979
internal_count=3748 3693 3645 3599 145 3454 3389 410 2979
is_linear=0
shrinkage=0.0995203


Tree=3931
num_leaves=11
num_cat=0
split_feature=12 1 18 18 10 10 1 26 18 3
split_gain=0.00790467 0.00884874 0.0113969 0.0268106 0.0103709 0.00782207 0.00911659 0.00557128 0.0098374 0.00816819
threshold=0.095920000000000019 -0.49837999999999999 -0.10726999999999999 0.027500000000000007 0.09056500000000002 0.084475000000000022 -0.37983499999999998 -0.093999999999999986 -0.098315 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -3 9 -9 -8
right_child=-2 4 3 -5 -6 -7 7 8 -10 -11
leaf_value=-0.0016695521170156124 0.0011904547214266295 0.0012382865371102923 0.0015839002017191523 -0.0013488003459038709 0.0013332302416422723 -0.0011238409540366872 0.0015191577089020739 -0.0005681122021233343 2.2332999529634037e-05 0.00015143146720857136
leaf_weight=71 55 60 54 72 59 60 55 311 2740 211
leaf_count=71 55 60 54 72 59 60 55 311 2740 211
internal_value=0 -1.14061e-05 -0.000660514 -8.54315e-05 2.49371e-05 2.24052e-06 2.24903e-05 2.51407e-07 -3.7585e-05 0.00043731
internal_weight=0 3693 197 126 3496 3437 3377 3317 3051 266
internal_count=3748 3693 197 126 3496 3437 3377 3317 3051 266
is_linear=0
shrinkage=0.0995203


Tree=3932
num_leaves=33
num_cat=0
split_feature=5 5 3 17 3 5 26 18 2 9 3 17 9 21 0 8 1 0 21 20 9 17 9 0 8 2 2 1 0 17 0 6
split_gain=0.00986723 0.0450478 0.0255634 0.0229117 0.0832685 0.0975577 0.0506743 0.0394187 0.0212074 0.0193189 0.019183 0.0404273 0.0179426 0.0212246 0.0151234 0.0139455 0.0257331 0.0184148 0.0137797 0.0118625 0.040029 0.0350531 0.0401846 0.0347372 0.024423 0.0341098 0.0487325 0.0403231 0.0260546 0.0801628 0.0249529 0.0218556
threshold=-0.0087549999999999989 -0.010074999999999999 0.11926500000000002 -0.015100000000000001 0.08844500000000001 -0.0054650000000000002 0.08919500000000001 -0.064960000000000004 0.10274500000000002 0.10153500000000003 0.08544000000000003 -0.14169499999999999 0.11007500000000002 0.096230000000000024 -0.073219999999999993 0.041960000000000011 -0.087734999999999994 0.12346000000000003 0.11119000000000002 -0.011659999999999998 0.089605000000000018 0.047990000000000012 0.094685000000000033 -0.229625 -0.085089999999999985 -0.085804999999999992 -0.083204999999999987 -0.0043399999999999992 -0.085794999999999996 -0.0058449999999999995 -0.086855000000000002 -0.0093650000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 5 -5 -6 -8 10 18 11 -2 19 14 -14 16 -12 -17 -4 20 23 22 -22 -1 28 27 -27 -26 30 -30 -21 -25
right_child=2 -3 9 4 6 -7 7 -9 -10 -11 15 -13 13 -15 -16 17 -18 -19 -20 24 21 -23 -24 31 25 26 -28 -29 29 -31 -32 -33
leaf_value=-0.001930577467243547 -0.00074983542928805792 0.0027050944503494148 0.0023750636879373162 -0.0066370656432477087 0.0021626273095737272 -0.00058845494544739472 0.00028149677889303102 -0.0034490162978935987 -0.0019600380570999809 -0.00043533980220297047 -0.001308376967745433 0.0023536124018678989 -0.00083883262409550582 0.0026886144396361337 0.0012740219999371864 0.0021780642150954739 2.2783401014279334e-05 -0.00034811901564644332 0.000406249663959801 -0.00015567945651903474 -0.0049109430774014829 -6.2451946654843574e-05 -0.00096916313681064245 0.00067771565830189136 0.0034999570191207095 -0.0026176128694432609 0.00053262027161130347 -0.00015545147550798631 0.0018547460565954384 -0.0024908615939762814 0.0021890897115234625 -0.0010762671559033626
leaf_weight=75 76 65 77 49 73 58 71 46 60 83 216 91 61 52 74 51 427 64 67 329 49 81 55 402 75 54 486 49 59 145 52 85
leaf_count=75 76 65 77 49 73 58 71 46 60 83 216 91 61 52 74 51 427 64 67 329 49 81 55 402 75 54 486 49 59 145 52 85
internal_value=0 0.000123092 -0.000205877 -0.000378668 -0.00114526 -0.00336603 0.00010107 -0.0011782 -0.000146691 0.000766368 -2.8183e-05 0.000936363 4.58361e-05 0.000978165 0.000313261 -0.000241769 -0.000423114 0.00076507 0.0014647 -4.11012e-05 -0.00035514 -0.00162506 -0.00283422 6.14383e-05 0.000146063 0.000559583 0.000216081 0.00204888 -0.000321901 -0.00123003 0.000162193 0.000369898
internal_weight=0 2248 1509 1282 297 107 190 117 985 227 925 167 2183 187 135 758 643 115 144 1996 747 185 104 562 1249 664 540 124 585 204 381 487
internal_count=3757 2248 1509 1282 297 107 190 117 985 227 925 167 2183 187 135 758 643 115 144 1996 747 185 104 562 1249 664 540 124 585 204 381 487
is_linear=0
shrinkage=0.0995203


Tree=3933
num_leaves=13
num_cat=0
split_feature=9 0 3 3 9 26 26 26 26 26 26 26
split_gain=0.0078324 0.0198932 0.011286 0.015842 0.0158048 0.007823 0.0101267 0.016727 0.0276049 0.0197231 0.0128746 0.0143487
threshold=0.11201500000000002 -0.095339999999999994 0.11642500000000001 0.10259500000000003 0.12912500000000005 0.26711000000000013 0.12236500000000003 0.11624000000000002 0.10924500000000002 0.11861500000000001 0.10439000000000002 0.10089500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 6 7 8 10 -9 11 -1
right_child=1 2 4 -5 -6 -7 -8 9 -10 -11 -12 -13
leaf_value=-6.1976982849003712e-05 0.0023929119311573489 0.00057387540115977115 0.0021349695936103553 -0.0017068880004432053 -0.00026565421605718732 -0.0011303815166408943 0.0011313768674383593 -0.0027473912671179498 0.0018001074566539122 1.9848675076648564e-05 -0.0016450545109933251 0.0016542615543669885
leaf_weight=3064 46 61 51 59 57 65 73 49 81 52 50 49
leaf_count=3064 46 61 51 59 57 65 73 49 81 52 50 49
internal_value=0 0.00050407 0.000119397 -0.000540678 0.000860394 -4.85037e-05 -2.76902e-05 -5.32299e-05 -1.37065e-05 -0.00131457 -6.04146e-05 -3.46996e-05
internal_weight=0 274 228 120 108 3483 3418 3345 3244 101 3163 3113
internal_count=3757 274 228 120 108 3483 3418 3345 3244 101 3163 3113
is_linear=0
shrinkage=0.0995203


Tree=3934
num_leaves=26
num_cat=0
split_feature=5 5 3 2 17 3 5 26 3 3 17 2 3 2 2 1 4 12 17 17 17 3 17 3 17
split_gain=0.0080671 0.036681 0.0200485 0.020106 0.0172071 0.0802668 0.0743161 0.0428623 0.0209042 0.0165256 0.0330051 0.0151283 0.0139309 0.0129726 0.0485089 0.0174851 0.0112368 0.0100236 0.015428 0.0164591 0.0231521 0.0240212 0.0167293 0.0163546 0.0152535
threshold=-0.0087549999999999989 -0.010074999999999999 0.11926500000000002 0.11392500000000001 -0.015100000000000001 0.08844500000000001 -0.0054650000000000002 0.087495000000000031 0.096385000000000012 0.08544000000000003 -0.14169499999999999 -0.07360499999999999 0.13451500000000002 -0.095204999999999998 -0.085944999999999994 -0.048734999999999994 0.11805500000000003 -0.082629999999999995 -0.14867499999999997 -0.078119999999999995 -0.067414999999999989 0.08785500000000003 -0.036600000000000001 0.089655000000000026 -0.096019999999999994
decision_type=2 2 2 2 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 4 9 6 -6 -7 -9 10 -2 -4 -13 15 -15 -11 -14 -1 -19 23 21 -21 -22 24 -20
right_child=2 -3 11 -5 5 7 -8 8 -10 13 -12 12 16 14 -16 -17 -18 18 19 20 22 -23 -24 -25 -26
leaf_value=-0.0013355949574094615 -0.00067800737990909897 0.0024420506986927424 -0.00054573427145122888 -0.0022572596957249015 -0.0059703758091809904 0.0026625602831802523 -0.00054978789654428243 0.00081547954951898373 -0.0017667494264887481 -5.2815106262227873e-05 0.0021255482779996195 0.0025721054545498443 0.0015359477838210104 -0.0024273811414423038 -5.469704430019722e-05 0.0021300449127627514 -0.00049753547386664103 0.001840040483775869 -0.00054702094202673033 3.0834192978336344e-05 -0.0010402139499883398 0.003265286444532718 0.00012267151981141066 0.00034743793519158132 -0.0030214857580835599
leaf_weight=51 76 65 69 52 49 54 52 53 74 170 91 51 56 105 460 46 51 48 54 46 132 46 1698 61 47
leaf_count=51 76 65 69 52 49 54 52 53 74 170 91 51 56 105 460 46 51 48 54 46 132 46 1698 61 47
internal_value=0 0.000112105 -0.000185346 -0.000338415 -0.000256627 -0.000939285 -0.00318768 0.000310825 -0.000682681 -5.26945e-05 0.000844777 0.000675515 0.00121403 -0.000245648 -0.000497087 0.000408264 0.000559067 4.2355e-05 7.57012e-05 3.46709e-05 0.000116248 0.00165696 3.83439e-05 -0.000928119 -0.00170661
internal_weight=0 2248 1509 1282 1230 282 101 181 127 948 167 227 158 781 565 216 107 2183 2132 2084 1922 92 1830 162 101
internal_count=3757 2248 1509 1282 1230 282 101 181 127 948 167 227 158 781 565 216 107 2183 2132 2084 1922 92 1830 162 101
is_linear=0
shrinkage=0.0995203


Tree=3935
num_leaves=29
num_cat=0
split_feature=5 5 5 26 6 26 26 5 8 26 26 5 26 5 8 5 8 8 8 17 5 17 2 6 17 17 5 1
split_gain=0.00655112 0.0297416 0.0151404 0.042454 0.0956485 0.0163933 0.0530023 0.0189627 0.0226161 0.0225302 0.0216951 0.0169454 0.0251432 0.0274981 0.00955246 0.0268141 0.0382697 0.0235592 0.0188294 0.021066 0.033113 0.0216038 0.0214957 0.015103 0.01106 0.014755 0.0189208 0.00910459
threshold=-0.0087549999999999989 -0.010074999999999999 -0.0038499999999999997 0.08709500000000002 -0.0048649999999999995 0.08919500000000001 0.09032500000000003 0.0016150000000000003 -0.082244999999999999 0.087260000000000018 0.085570000000000021 0.022285000000000003 0.091570000000000026 0.054660000000000007 -0.086304999999999993 -0.082635 -0.088144999999999987 -0.090969999999999995 -0.085764999999999994 -0.078119999999999995 -0.012464999999999999 -0.046254999999999998 -0.087614999999999985 0.087575000000000028 -0.015100000000000001 -0.00067499999999999993 -0.091229999999999992 -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 2 2 2 2 2 2 2
left_child=1 14 3 4 -2 7 -7 8 -4 10 27 -8 -13 -14 15 24 17 23 -16 22 21 -21 -20 -17 -1 -26 -27 -9
right_child=2 -3 5 -5 -6 6 11 9 -10 -11 -12 12 13 -15 18 16 -18 -19 19 20 -22 -23 -24 -25 25 26 -28 -29
leaf_value=0.0014085675790415399 0.00042646017872233362 0.0021990173392997751 -0.00032843609268595026 0.00073578135622091618 -0.0051285827588845659 -0.0036007884687033753 -0.0019346749235824188 -0.00020017715107112922 0.0023732088593217586 0.001786621561390654 -0.0019934633808351069 0.0022513801232504249 0.0018830571142362345 -0.00059670970266889156 0.0021361876129519877 -0.00024650311095129662 -0.0030396779424406873 0.0014504279480152128 0.00052794696250926581 0.0015181003414726001 0.0024398289754962235 -6.0218818575520906e-06 -0.0021817884292421961 -0.0024885950616756296 -0.001257669540751769 -5.2612395591978472e-07 0.0021374439656957826 0.00073360520303316886
leaf_weight=62 66 65 49 86 57 49 47 421 80 65 58 46 52 296 48 87 71 53 47 101 65 1035 74 46 78 370 46 137
leaf_count=62 66 65 49 86 57 49 47 421 80 65 58 46 52 296 48 87 71 53 47 101 65 1035 74 46 78 370 46 137
internal_value=0 0.000100985 -0.000167062 -0.000953438 -0.00214117 -4.00075e-05 -0.000494923 0.000234177 0.00134066 2.33777e-05 -0.00016135 -0.00014797 6.30877e-05 -0.000223817 3.81398e-05 -0.00023164 -0.0010727 -0.000317465 0.000198833 0.000127871 0.000254525 0.000128765 -0.00112248 -0.00102812 0.000155651 0 0.000233916 2.76178e-05
internal_weight=0 2248 1509 209 123 1300 490 810 129 681 616 441 394 348 2183 813 257 186 1370 1322 1201 1136 121 133 556 494 416 558
internal_count=3757 2248 1509 209 123 1300 490 810 129 681 616 441 394 348 2183 813 257 186 1370 1322 1201 1136 121 133 556 494 416 558
is_linear=0
shrinkage=0.0995203


Tree=3936
num_leaves=18
num_cat=0
split_feature=4 4 26 5 6 18 3 5 21 3 5 9 9 21 9 5 9
split_gain=0.0189002 0.0208723 0.0128162 0.0114976 0.0109982 0.0396149 0.0267487 0.0416277 0.00825315 0.0201734 0.0228848 0.00835716 0.0308631 0.0169149 0.0163081 0.0118671 0.00754747
threshold=0.13491500000000003 0.13767000000000004 -0.019129999999999998 0.63223000000000018 0.11642500000000001 -0.07989499999999998 0.10850000000000003 0.024640000000000006 -0.085135000000000002 0.090765000000000026 -0.0098949999999999993 0.092605000000000021 0.09202500000000001 0.093835000000000016 0.093175000000000022 -0.11065499999999999 -0.26414499999999996
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 8 -6 7 -7 9 10 -1 12 13 -10 -13 -16 -4
right_child=1 2 16 -5 5 6 -8 -9 11 -11 -12 14 -14 -15 15 -17 -18
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leaf_weight=57 46 47 46 69 50 46 75 52 1844 56 46 60 63 372 134 604 72
leaf_count=57 46 47 46 69 50 46 75 52 1844 56 46 60 63 372 134 604 72
internal_value=0 -0.00100596 -0.000477376 -3.59185e-05 -1.03053e-05 0.000665409 -4.3026e-05 0.00103466 -5.71233e-05 0.000641392 -0.000177843 -9.34842e-05 -0.000190713 -0.000128571 0.000183164 5.37394e-05 6.94974e-05
internal_weight=0 211 165 3528 3459 223 173 98 3236 159 103 3077 2279 2216 798 738 118
internal_count=3739 211 165 3528 3459 223 173 98 3236 159 103 3077 2279 2216 798 738 118
is_linear=0
shrinkage=0.0995203


Tree=3937
num_leaves=20
num_cat=0
split_feature=4 4 26 4 3 1 17 6 26 10 9 1 21 26 0 26 17 9 0
split_gain=0.0153369 0.0169097 0.0103912 0.00988455 0.0114107 0.0171304 0.0327383 0.0245566 0.0354686 0.0122387 0.0292745 0.0135564 0.0294787 0.0131473 0.0161758 0.0125854 0.0118553 0.00612099 0.00546846
threshold=0.13491500000000003 0.13767000000000004 -0.019129999999999998 0.12498500000000003 0.083875000000000019 0.039665000000000013 -0.010239999999999999 0.082725000000000021 -0.081269999999999995 0.086165000000000019 0.098465000000000011 -0.14482999999999999 0.091545000000000029 0.094025000000000011 -0.071029999999999996 0.089795000000000028 -0.30645999999999995 -0.26414499999999996 -0.093765000000000001
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 8 -1 11 -11 12 16 15 -15 -13 -6 -4 -5
right_child=1 2 17 18 9 -7 -8 -9 -10 10 -12 13 -14 14 -16 -17 -18 -19 -20
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leaf_weight=52 46 47 46 46 61 48 80 74 53 69 46 1709 46 447 250 349 151 72 47
leaf_count=52 46 47 46 46 61 48 80 74 53 69 46 1709 46 447 250 349 151 72 47
internal_value=0 -0.00090623 -0.000429867 -3.2367e-05 -6.00013e-05 -0.000639001 -0.000960712 -0.00020773 -0.00119018 -2.91319e-06 -0.00101077 3.52831e-05 0.000725225 -2.90315e-05 0.000344175 -0.000155826 0.00122291 6.18906e-05 0.000979515
internal_weight=0 211 165 3528 3435 307 259 179 105 3128 115 3013 258 2755 697 2058 212 118 93
internal_count=3739 211 165 3528 3435 307 259 179 105 3128 115 3013 258 2755 697 2058 212 118 93
is_linear=0
shrinkage=0.0995203


Tree=3938
num_leaves=12
num_cat=0
split_feature=4 8 0 8 8 9 30 2 0 5 26
split_gain=0.0124493 0.0182266 0.0163527 0.0125131 0.0134654 0.0122189 0.0113127 0.010406 0.0166111 0.0144207 0.0112693
threshold=0.13491500000000003 -0.094375000000000001 -0.057604999999999996 -0.51030999999999993 -0.409445 -0.20504500000000001 0.096655000000000033 -0.24151999999999998 0.048265000000000009 0.24444000000000005 0.12158000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 -1 -5 -2 7 -6 10 -10 -9
right_child=1 2 -4 4 6 -7 -8 8 9 -11 -12
leaf_value=0.0014462014467916155 0.0010961224270935237 -0.00044648343089368918 -0.003016712371139531 -0.0015570186144895943 -0.0011461098900116117 -0.00099145797148577079 0.0013042206419625062 -0.00011902383350041483 0.00029318897425664308 0.0024112522397189075 0.00069170744215481185
leaf_weight=56 56 48 52 58 84 55 62 2945 94 49 180
leaf_count=56 56 48 52 58 84 55 62 2945 94 49 180
internal_value=0 -0.000816428 -0.00179119 -2.90765e-05 -5.31071e-05 5.43608e-05 -2.73176e-05 -5.21905e-05 -2.38221e-05 0.00102468 -7.20637e-05
internal_weight=0 211 100 3528 3472 111 3414 3352 3268 143 3125
internal_count=3739 211 100 3528 3472 111 3414 3352 3268 143 3125
is_linear=0
shrinkage=0.0995203


Tree=3939
num_leaves=13
num_cat=0
split_feature=4 8 0 1 8 8 1 1 4 4 10 17
split_gain=0.0101066 0.0147929 0.0132333 0.0108939 0.0101462 0.010919 0.0107497 0.0229195 0.0114041 0.0101295 0.0312744 0.0270206
threshold=0.13491500000000003 -0.094375000000000001 -0.057604999999999996 0.42491000000000007 -0.51030999999999993 -0.409445 0.42491000000000007 0.51136500000000018 0.11905500000000004 0.10724500000000002 0.086165000000000019 -0.036600000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 -1 -6 8 -8 9 10 -7 -11
right_child=1 2 -4 -5 5 6 7 -9 -10 11 -12 -13
leaf_value=0.0013022752013882365 -0.0010529912156758187 -0.00040204934466038392 -0.0027164886097980159 0.00093173017588422946 -0.0014020637065360675 -1.5902431735247008e-05 0.0024462558201760855 -0.00033299287065826261 -0.0013636228884370549 0.0022024840295246186 -0.0020345131057622626 -0.00076626796226304241
leaf_weight=56 49 48 52 62 58 3031 53 65 65 67 78 55
leaf_count=56 49 48 52 62 58 3031 53 65 65 67 78 55
internal_value=0 -0.000735563 -0.00161374 4.82168e-05 -2.61135e-05 -4.7775e-05 -2.45273e-05 0.000908377 -5.81746e-05 -3.16587e-05 -6.68096e-05 0.000857402
internal_weight=0 211 100 111 3528 3472 3414 118 3296 3231 3109 122
internal_count=3739 211 100 111 3528 3472 3414 118 3296 3231 3109 122
is_linear=0
shrinkage=0.0995203


Tree=3940
num_leaves=8
num_cat=0
split_feature=10 28 21 26 9 18 9
split_gain=0.0159269 0.0137425 0.0114077 0.0119687 0.0201562 0.00955564 0.0112016
threshold=0.09056500000000002 0.079615000000000019 0.17920500000000003 -0.23202999999999999 0.15091000000000004 -0.45171999999999995 0.11296000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=-0.0012253028331260395 0.0014144137950132477 -0.0013745372816577886 -0.0014583333970923209 -0.0010861968910535053 0.0020374539432050161 9.0118322738006493e-05 -0.0007787534412952836
leaf_weight=74 78 73 52 75 50 3163 154
leaf_count=74 78 73 52 75 50 3163 154
internal_value=0 -2.2785e-05 4.64193e-06 2.65115e-05 5.36623e-05 2.41787e-05 4.9532e-05
internal_weight=0 3641 3568 3516 3442 3392 3317
internal_count=3719 3641 3568 3516 3442 3392 3317
is_linear=0
shrinkage=0.0995203


Tree=3941
num_leaves=11
num_cat=0
split_feature=1 10 28 20 8 8 9 29 8 20
split_gain=0.0132782 0.0153267 0.0115223 0.0128166 0.00931984 0.0342593 0.0134111 0.0174384 0.0130481 0.0102973
threshold=-0.55579999999999996 0.09056500000000002 0.077350000000000016 -0.23803499999999997 -0.092299999999999993 -0.091284999999999991 0.085765000000000022 -0.036879999999999996 -0.09547499999999999 -0.14797999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 -5 -8 -7
right_child=1 -3 -4 4 5 9 8 -9 -10 -11
leaf_value=0.0015856639918435291 -0.0011981488438889717 0.0013731017964243124 -0.0012423585391328268 -0.00092284049811593096 -0.0025670118055157558 0.0014320135975259554 -0.00059259920474858904 0.0011072826305742246 0.0012693214967859601 -3.8042451450533423e-05
leaf_weight=52 89 77 78 49 53 48 178 275 47 2773
leaf_count=52 89 77 78 49 53 48 178 275 47 2773
internal_value=0 -1.58104e-05 -4.58285e-05 -1.9021e-05 1.13979e-05 -6.01276e-05 0.000387323 0.000797731 -0.000200026 -1.27389e-05
internal_weight=0 3667 3590 3512 3423 2874 549 324 225 2821
internal_count=3719 3667 3590 3512 3423 2874 549 324 225 2821
is_linear=0
shrinkage=0.0995203


Tree=3942
num_leaves=25
num_cat=0
split_feature=21 21 18 2 2 26 9 29 1 3 20 21 20 10 18 18 8 2 26 9 7 9 18 26
split_gain=0.0116693 0.0372719 0.0607027 0.0242031 0.094192 0.0235362 0.0188725 0.0560218 0.0653113 0.0188715 0.0232881 0.0186185 0.0147938 0.0134008 0.0116731 0.026776 0.0397618 0.0517604 0.0267164 0.0240858 0.0588339 0.0533369 0.0243264 0.0197892
threshold=0.089125000000000024 0.086565000000000017 -1.0000000180025095e-35 0.096520000000000022 0.11665500000000002 -0.2382 0.084345000000000017 -0.077709999999999987 0.051820000000000012 0.12551500000000002 -0.083495 0.096230000000000024 -0.058504999999999995 0.09056500000000002 -0.022504999999999997 -0.093649999999999997 -0.085764999999999994 -0.088385000000000005 0.084355000000000027 0.11351500000000002 0.081185000000000021 0.15091000000000004 -0.015440000000000001 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 13 -3 5 -5 -2 7 -7 -9 10 -8 -12 -6 14 15 18 -17 -18 23 20 22 -21 -16 -1
right_child=3 2 -4 4 12 6 9 8 -10 -11 11 -13 -14 -15 19 16 17 -19 -20 21 -22 -23 -24 -25
leaf_value=0.00038674386301535541 -0.0022514617112297862 -0.0004377960983984573 0.0036851262175474912 -0.0051547218884416416 0.0014357098818765721 -0.0015206435315627397 -0.00193455826604257 0.0042704997604609846 -0.00027855207155736566 0.0013820884937106957 -0.0010346560696590883 0.00029203748305664425 -0.00077364513773105833 0.0014853476424502062 0.001876880673368509 -0.0027955261773768129 -0.0029334510417832857 0 0.0020243122938331435 -0.0038033553075260923 0.0037635064756810117 0.00095325944673468833 4.5123069005651855e-05 -0.0019241243880760517
leaf_weight=181 46 68 73 47 48 61 82 67 58 67 152 336 80 61 76 76 68 481 81 46 46 47 1325 46
leaf_count=181 46 68 73 47 48 61 82 67 58 67 152 336 80 61 76 76 68 481 81 46 46 47 1325 46
internal_value=0 0.000116031 0.00169096 -0.000276267 -0.00134428 -6.0247e-05 6.12321e-05 0.00094393 0.00215319 -0.000195225 -0.000382065 -0.000119517 4.84677e-05 2.80738e-05 -7.54088e-06 -0.000285644 -0.000660455 -0.000363399 0.000472273 0.000160415 0.00026067 -0.00139067 0.000145075 -7.79318e-05
internal_weight=0 2675 141 1044 175 869 823 186 125 637 570 488 128 2534 2473 933 625 549 308 1540 1447 93 1401 227
internal_count=3719 2675 141 1044 175 869 823 186 125 637 570 488 128 2534 2473 933 625 549 308 1540 1447 93 1401 227
is_linear=0
shrinkage=0.0995203


Tree=3943
num_leaves=16
num_cat=0
split_feature=17 9 21 0 0 21 21 21 1 1 1 2 5 0 0
split_gain=0.0127306 0.0259695 0.0123779 0.0403032 0.0255752 0.0266902 0.024532 0.0163953 0.0196174 0.0666201 0.0206805 0.0142428 0.014147 0.0111783 0.0475289
threshold=-0.55286000000000002 0.084055000000000032 0.096850000000000033 -0.14680499999999999 -0.11896 0.10046500000000001 0.095375000000000029 0.093685000000000032 0.05340000000000001 0.09692000000000002 0.021350000000000004 -0.14091999999999996 0.30714500000000006 -0.09937 -0.092724999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 -6 7 8 10 -10 12 -11 -2 -7 -15
right_child=2 -3 3 4 5 13 -8 -9 9 11 -12 -13 -14 14 -16
leaf_value=0.0027548881521544666 -6.5730778159456477e-05 -7.6792326906889856e-05 -0.0024375730063156535 0.0019015849717749116 -0.0024320089031659988 0.0013399104103082786 0.002315653968504383 -0.0017813923149995407 0.0041485653400724232 0.0017732726949039408 -0.0020490521646458434 3.2072261187128248e-05 0.0014130828778408744 -0.0029455279236832335 0.00012292402724905949
leaf_weight=50 2173 88 85 56 54 48 47 49 48 53 51 390 66 57 404
leaf_count=50 2173 88 85 56 54 48 47 49 48 53 51 390 66 57 404
internal_value=0 0.000943247 -3.08284e-05 -0.000405019 -0.000124589 -0.000327581 6.04512e-05 2.2708e-05 5.47898e-05 0.000625785 -6.728e-05 0.000242236 -2.17735e-05 -0.000102713 -0.000254697
internal_weight=0 138 3581 704 619 563 2877 2830 2781 491 2290 443 2239 509 461
internal_count=3719 138 3581 704 619 563 2877 2830 2781 491 2290 443 2239 509 461
is_linear=0
shrinkage=0.0995203


Tree=3944
num_leaves=10
num_cat=0
split_feature=24 9 12 27 4 9 9 9 18
split_gain=0.058586 0.0192005 0.0114279 0.013849 0.0124628 0.017841 0.0132403 0.0526643 0.0168078
threshold=-0.071649999999999991 -0.46256000000000003 0.090015000000000026 -0.015455 0.13584500000000002 -0.054184999999999997 0.092605000000000021 0.09202500000000001 0.11504500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 -5 -8
right_child=1 2 -4 4 5 -7 8 -9 -10
leaf_value=-0.0035646955415489993 -0.0019894962493614628 0.0012957592111133658 -0.0015063136573357425 -5.5790988125660145e-05 0.0025592865086630765 7.666587775602021e-05 0.00050715378775952947 -0.0028458150250282406 -0.00054062625742877925
leaf_weight=46 47 87 47 2355 46 78 772 69 188
leaf_count=46 47 87 47 2355 46 78 772 69 188
internal_value=0 8.84622e-06 3.48596e-05 5.52362e-05 2.42373e-05 0.00100424 -1.14311e-05 -0.000135548 0.000301111
internal_weight=0 3689 3642 3595 3508 124 3384 2424 960
internal_count=3735 3689 3642 3595 3508 124 3384 2424 960
is_linear=0
shrinkage=0.0995203


Tree=3945
num_leaves=10
num_cat=0
split_feature=24 8 8 12 4 4 27 5 1
split_gain=0.0475045 0.0155123 0.0122381 0.0112759 0.0132917 0.0183508 0.0144606 0.0137522 0.0115965
threshold=-0.071649999999999991 -0.48834 -0.52813999999999994 0.088665000000000022 0.13584500000000002 0.12719000000000005 -0.015455 -0.24120999999999998 0.44303500000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -6 -8
right_child=1 3 -4 -5 7 -7 8 -9 -10
leaf_value=-0.0032099362519869309 -0.00010654179967541067 0.0013601330479111676 -0.0021848239008515212 -0.0014859971273229826 0.00020425726212464638 -0.0016005120632028309 4.2032810890968239e-06 0.0024540020911997334 0.0014365657518894488
leaf_weight=46 58 83 56 47 67 67 3208 46 57
leaf_count=46 58 83 56 47 67 67 3208 46 57
internal_value=0 7.92166e-06 -0.00113463 4.45846e-05 6.52071e-05 2.98225e-05 6.26932e-05 0.00112733 2.94601e-05
internal_weight=0 3689 114 3575 3528 3415 3348 113 3265
internal_count=3735 3689 114 3575 3528 3415 3348 113 3265
is_linear=0
shrinkage=0.0995203


Tree=3946
num_leaves=15
num_cat=0
split_feature=24 9 10 9 9 18 18 18 2 19 6 17 19 17
split_gain=0.0385201 0.0133027 0.0101105 0.0124672 0.0217609 0.0145641 0.0468826 0.0321894 0.0200809 0.0135493 0.0193412 0.0135246 0.00887287 0.00825848
threshold=-0.071649999999999991 -0.46256000000000003 0.090150000000000022 0.097510000000000027 0.098465000000000011 0.088735000000000022 0.090540000000000023 0.084900000000000017 -0.080329999999999999 0.0069650000000000016 -0.101065 -0.56005499999999986 0.13062000000000004 -0.0065549999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 7 -7 11 -8 10 -6 -3 -11 -9
right_child=1 2 -4 4 9 6 8 13 -10 12 -12 -13 -14 -15
leaf_value=-0.002890482909374542 -0.0016561635440849678 0.0013453923403298315 -0.0011220747349620071 0.0024997790959784762 -0.00073461208313252034 -0.0030485418791559079 0.00056826794921884839 0.002834903862947896 -0.00063761112215727643 -0.0017650579360861402 0.00094185970797150908 -3.1052183040920393e-05 0.00016493904672858816 0.0009707153544081204
leaf_weight=46 47 73 74 49 88 62 224 46 350 46 296 2235 47 52
leaf_count=46 47 73 74 49 88 62 224 46 350 46 296 2235 47 52
internal_value=0 7.1333e-06 2.88229e-05 5.29219e-05 0.000500367 -2.4178e-05 -0.000447927 8.74953e-05 -0.000165598 0.000293261 0.000555536 1.21289e-05 -0.000780881 0.0018541
internal_weight=0 3689 3642 3568 526 3042 636 2406 574 477 384 2308 93 98
internal_count=3735 3689 3642 3568 526 3042 636 2406 574 477 384 2308 93 98
is_linear=0
shrinkage=0.0995203


Tree=3947
num_leaves=9
num_cat=0
split_feature=4 27 8 3 4 23 4 4
split_gain=0.0362531 0.0111337 0.00987221 0.0158078 0.0107309 0.0138894 0.0199778 0.0311084
threshold=0.15730000000000002 -0.032854999999999995 -0.49499500000000002 0.11387500000000002 0.14123000000000005 -0.046924999999999994 0.13584500000000002 0.13108000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 7 -7
right_child=-2 2 4 -5 -6 6 -8 -9
leaf_value=0.0010965543119250292 -0.0027721092775579198 0.00035812554581786404 -0.0014762591934949362 -0.0021289131025031449 0.0013890337433189012 2.2969647589813168e-05 0.0020749659216223902 -0.0025555534813391434
leaf_weight=91 47 46 63 55 55 3285 46 47
leaf_count=91 47 46 63 55 55 3285 46 47
internal_value=0 9.26622e-06 -1.80134e-05 -0.000988098 9.77838e-06 -1.20294e-05 1.50363e-05 -1.31564e-05
internal_weight=0 3688 3597 101 3496 3441 3378 3332
internal_count=3735 3688 3597 101 3496 3441 3378 3332
is_linear=0
shrinkage=0.0995203


Tree=3948
num_leaves=20
num_cat=0
split_feature=1 10 2 26 2 3 2 2 18 18 18 21 2 2 1 7 5 1 26
split_gain=0.0116558 0.00838701 0.00649864 0.0349103 0.0426663 0.0712883 0.0467613 0.045359 0.0234057 0.0861883 0.0345582 0.0574806 0.0272691 0.0147053 0.0138595 0.0111686 0.0148057 0.0160768 0.0140482
threshold=-0.55579999999999996 0.091080000000000022 -0.080484999999999987 0.089485000000000023 -0.082025000000000001 0.089810000000000015 -0.082644999999999982 -0.083769999999999997 -0.040349999999999997 -0.018629999999999997 -0.085834999999999995 -0.015149999999999999 -0.083204999999999987 -0.080165 -0.095674999999999996 0.081185000000000021 -0.50749999999999995 0.41696500000000009 -0.126245
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 6 -6 7 -5 10 -10 14 -12 -11 -4 -2 16 17 -15 -18
right_child=1 -3 13 4 5 -7 -8 -9 9 12 11 -13 -14 15 -16 -17 18 -19 -20
leaf_value=0.0016107998073248396 -0.0010822649251528631 -0.00098081262416925509 -0.0018095874868615412 0.00023535016367619947 0.005656557490977719 0.00033049138909875298 -0.0021937738085819713 0.003255975913033038 -0.003633388471979877 0.00038397624445432105 -0.00047304813582963248 0.0036930270102701187 -0.00099331318851650884 -0.0016960799957056335 0.00027873168272960478 0.0014874528487065946 0.0014104874760275776 0.00047576512404716567 -3.979885337433062e-05
leaf_weight=47 94 79 47 206 46 55 56 65 75 433 59 73 212 105 350 47 69 49 1593
leaf_count=47 94 79 47 206 46 55 56 65 75 433 59 73 212 105 350 47 69 49 1593
internal_value=0 3.30868e-05 5.53534e-05 0.00019556 0.000974966 0.00276433 0.000419784 0.000962876 -6.12042e-05 -0.000440035 0.000410913 0.00182472 -6.74451e-05 -7.07715e-05 -7.56357e-06 -2.6465e-05 -6.60976e-05 -0.000999723 1.99191e-05
internal_weight=0 3713 3634 1724 428 101 327 271 1296 720 576 132 645 1910 444 1863 1816 154 1662
internal_count=3760 3713 3634 1724 428 101 327 271 1296 720 576 132 645 1910 444 1863 1816 154 1662
is_linear=0
shrinkage=0.0995203


Tree=3949
num_leaves=18
num_cat=0
split_feature=1 17 17 18 1 1 5 3 5 17 8 8 8 8 18 8 3
split_gain=0.00945049 0.00822602 0.0400161 0.0192918 0.0195443 0.0473551 0.0604838 0.0154322 0.0153196 0.0119307 0.0105587 0.0131218 0.0769164 0.0393353 0.0239433 0.0200753 0.00973482
threshold=-0.55579999999999996 0.059130000000000009 0.070205000000000017 -0.085709999999999995 -0.082635 -0.07002499999999999 -0.035924999999999999 0.091405000000000028 -0.02504 0.048755000000000014 0.15415000000000004 -0.085764999999999994 -0.086404999999999996 -0.085089999999999985 -0.015440000000000001 -0.084554999999999991 0.10669500000000003
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 8 6 -6 -7 -5 10 11 12 14 -13 -2 -15 -12
right_child=1 2 3 4 5 7 -8 -9 -10 -11 16 13 -14 15 -16 -17 -18
leaf_value=0.0014504926921954388 0.00096091376482483962 0.0025311533299946501 0.0019225831553145653 -9.9471826809841428e-05 3.1229135557561827e-05 -0.0007829407342430897 -0.0047885992512139014 0.00046607721236656473 0.0023115061859587888 -0.001404454292187248 -5.062288744077226e-05 0.0029843011669546883 -0.0038306437551889386 -0.0017744276349697583 -0.00033221484175980157 0.00015645251661166484 -0.00196570274372761
leaf_weight=47 181 73 53 47 55 133 48 370 57 63 55 48 57 55 654 1712 52
leaf_count=47 181 73 53 47 55 133 48 370 57 63 55 48 57 55 654 1712 52
internal_value=0 2.9794e-05 0.000304728 9.0642e-05 -4.49557e-05 -0.000262375 -0.00220696 0.000134192 0.00121406 -4.9812e-05 -1.91932e-05 1.88368e-05 -0.000293374 0.000172727 -5.09275e-05 9.58882e-05 -0.000988967
internal_weight=0 3713 836 763 710 606 103 503 104 2877 2814 2707 892 1815 835 1767 107
internal_count=3760 3713 836 763 710 606 103 503 104 2877 2814 2707 892 1815 835 1767 107
is_linear=0
shrinkage=0.0995203


Tree=3950
num_leaves=22
num_cat=0
split_feature=18 21 8 0 0 5 26 26 26 0 3 0 3 2 0 3 9 3 17 21 36
split_gain=0.00897716 0.0302461 0.048037 0.0095113 0.0169948 0.0477744 0.0179086 0.0595813 0.0189739 0.0126201 0.0120839 0.0338681 0.0283508 0.0168664 0.0142464 0.0138413 0.0252663 0.012993 0.0114302 0.00808718 0.00795407
threshold=0.14994000000000005 0.089755000000000015 -0.082244999999999999 -0.068604999999999985 -0.071799999999999989 -0.053109999999999997 0.11377500000000003 0.12158000000000002 0.10603500000000003 -0.073464999999999989 0.097880000000000023 -0.064494999999999983 0.092395000000000019 0.096520000000000022 -0.057604999999999996 0.16149500000000003 -0.01042 0.083055000000000018 -0.54892999999999992 0.091230000000000019 0.08605500000000002
decision_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 6 -6 8 -8 9 18 12 -12 13 17 -13 16 -16 20 -1 -9 -5
right_child=1 -3 -4 10 5 -7 7 19 -10 -11 11 14 -14 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.0014483635399421815 -0.00027389481310225963 -0.00064213575479162802 0.0042103861496029646 0.00060992662006356451 0.0036154012273732906 -0.00033715188684777463 -0.0035514220375320793 0.00091682076166601243 0.0019602023787383491 0.0016380644731319757 -0.0024841538956720177 0.00094769728641345269 0.0023902670261220517 0.0014311743472143225 0.0016664719708239018 -0.0019909810583346984 -0.00065896548243580058 -0.0021213271343195547 7.2080718672416473e-05 -0.00060905209645608401 -0.0010395430811491692
leaf_weight=50 47 83 47 62 50 76 58 78 54 50 78 82 50 46 56 53 264 47 2314 61 54
leaf_count=50 47 83 47 62 50 76 58 78 54 50 78 82 50 46 56 53 264 47 2314 61 54
internal_value=0 0.000734919 0.00195954 8.58513e-06 9.51826e-05 0.00122483 4.14664e-05 -0.000871181 0.000114647 7.3024e-05 -0.00029555 -0.000567016 0.000259943 -0.000245788 -0.000236564 -0.000499106 -0.000249456 -0.000724063 3.95761e-05 0.000241304 -0.000150873
internal_weight=0 177 94 3583 2791 126 2665 197 2468 2414 792 533 259 209 455 373 320 163 2364 139 116
internal_count=3760 177 94 3583 2791 126 2665 197 2468 2414 792 533 259 209 455 373 320 163 2364 139 116
is_linear=0
shrinkage=0.0995203


Tree=3951
num_leaves=16
num_cat=0
split_feature=10 17 2 3 2 17 8 5 18 18 9 3 21 21 9
split_gain=0.00839594 0.0118966 0.0125922 0.00965523 0.00888186 0.0253715 0.0643559 0.0870977 0.0288806 0.0253757 0.0601156 0.0399155 0.0224708 0.0101962 0.0116793
threshold=0.091080000000000022 -0.55754499999999996 -0.19220999999999999 0.10457000000000002 -0.080695000000000003 0.0065250000000000013 -0.086254999999999984 -0.095609999999999987 -0.011569999999999999 -0.023444999999999997 0.083715000000000026 0.091295000000000029 -0.091104999999999992 -0.076335 -0.089649999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 9 7 -7 -8 10 -4 -11 -6 -14 -15
right_child=-2 2 4 -5 12 6 8 -9 -10 11 -12 -13 13 14 -16
leaf_value=0.0019642935571400578 -0.00096933117671903863 -0.0013876247727957773 -0.0027913918706515156 5.9678597974781765e-05 -0.0022125569202739947 0.00069545637375134845 0.0011100548269541548 0.0062543522668966579 -0.0012468311995875478 1.3414729125240994e-05 0.00081660432910978442 -0.0018717946212933531 0.0012443017664154398 0.00057216926750372943 -0.00016999699439833581
leaf_weight=58 80 61 50 50 48 72 105 46 101 497 528 143 60 241 1620
leaf_count=58 80 61 50 50 48 72 105 46 101 497 528 143 60 241 1620
internal_value=0 6.08302e-05 2.94806e-05 0.00109011 5.43346e-05 0.000233343 0.0010161 0.00286942 -4.15319e-05 2.44492e-05 0.000503077 -0.000406533 -8.54385e-05 -3.1862e-05 -7.34464e-05
internal_weight=0 3680 3572 108 3511 1542 324 118 206 1218 578 640 1969 1921 1861
internal_count=3760 3680 3572 108 3511 1542 324 118 206 1218 578 640 1969 1921 1861
is_linear=0
shrinkage=0.0995203


Tree=3952
num_leaves=23
num_cat=0
split_feature=5 9 2 2 5 5 17 8 5 3 5 1 1 5 9 9 1 0 18 18 8 35
split_gain=0.0119489 0.0173475 0.0270527 0.0241436 0.0173686 0.0192086 0.0192837 0.0220101 0.0149043 0.0172171 0.0351473 0.0173366 0.017092 0.0132972 0.0117476 0.0266139 0.023279 0.0200444 0.0154946 0.0459612 0.0309392 0.011629
threshold=0.057175000000000011 0.09833500000000002 -0.06674999999999999 -0.076254999999999989 0.064585000000000017 0.10942500000000002 -0.55754499999999996 0.095985000000000015 0.040570000000000016 0.083955000000000016 -0.0091849999999999987 0.039665000000000013 -0.085184999999999997 0.51659500000000014 0.11156500000000001 0.10407500000000001 -0.057259999999999998 -0.073219999999999993 0.089505000000000015 0.086800000000000016 -0.064125000000000001 -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=8 4 3 -3 -2 -6 -7 13 9 10 11 12 -1 -8 15 18 -16 -18 19 -11 -20 -13
right_child=1 2 -4 -5 5 6 7 -9 -10 14 -12 21 -14 -15 16 -17 17 -19 20 -21 -22 -23
leaf_value=0.00048687398784877514 0.0021257484958985082 -0.00021698774025554019 0.0011366892387446158 -0.0031029892315530411 -0.0010428353239613616 0.0019140076740436771 0.00036506197887993232 -0.0016419004707343844 -0.0016684206370102938 -0.00020304567215834819 0.0030342831783816424 0 -0.0015719585158825303 0.0021257964474815923 -0.0012170791538259347 -0.0021620651406198841 0.00018189792759440448 0.0026973157515986237 -0.00014691885558955797 -0.0028280035491798148 0.0015622483471997987 0.0019126522227315178
leaf_weight=81 62 69 61 50 82 91 393 50 59 1595 50 57 78 48 49 68 70 58 399 69 142 69
leaf_count=81 62 69 61 50 82 91 393 50 59 1595 50 57 78 48 49 68 70 58 399 69 142 69
internal_value=0 0.000312459 -0.000559909 -0.00143647 0.000529876 0.000379631 0.000581454 0.000332816 -0.000102549 -6.90822e-05 0.000599575 0.000169561 -0.000517971 0.000558563 -0.000160845 -0.000221922 0.000618872 0.00132809 -0.000161719 -0.000312385 0.000300185 0.00104366
internal_weight=0 906 180 119 726 664 582 491 2844 2785 335 285 159 441 2450 2273 177 128 2205 1664 541 126
internal_count=3750 906 180 119 726 664 582 491 2844 2785 335 285 159 441 2450 2273 177 128 2205 1664 541 126
is_linear=0
shrinkage=0.0995203


Tree=3953
num_leaves=19
num_cat=0
split_feature=4 0 3 0 30 17 9 6 6 3 9 4 0 18 5 20 26 21
split_gain=0.0105512 0.0152675 0.0155073 0.0181903 0.0138077 0.0105434 0.0150487 0.0159347 0.0282592 0.0219488 0.0464291 0.0131455 0.0152403 0.0208118 0.0148442 0.0126665 0.00955013 0.00930755
threshold=0.12498500000000003 -0.13417999999999999 0.13547000000000003 -0.060094999999999996 0.094680000000000028 -0.12118 -0.094329999999999997 0.11642500000000001 0.10681500000000003 0.096385000000000012 0.097510000000000027 0.10619500000000003 -0.0083449999999999983 -0.080424999999999996 -0.014739999999999998 -0.0062099999999999994 -0.019129999999999998 -0.082669999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 16 -4 5 11 -7 8 15 -9 -11 12 14 -14 -1 -8 -3 -16
right_child=1 2 3 -5 -6 6 7 9 -10 10 -12 -13 13 -15 17 -17 -18 -19
leaf_value=0.0019225694531111348 0.0020302971953640178 0.0020519330813213027 -0.0017309368645896657 0.00051764482041638982 -0.0015611633088524904 0.0012076391149580478 -0.00046241880312303615 0.0025152175201517152 -0.0020645158885247645 -0.0021404402905047001 0.0018862466040684275 -0.0011101198790092401 0.002821002807143716 1.0970290132579926e-05 0.0014488478761291023 2.2082846945546837e-05 8.9290498982623701e-05 -2.0995550859921942e-05
leaf_weight=47 57 55 62 83 59 81 887 50 81 53 61 62 56 50 46 1337 46 577
leaf_count=47 57 55 62 83 59 81 887 50 81 53 61 62 56 50 46 1337 46 577
internal_value=0 0.000560972 0.00021719 -0.000438172 -5.15611e-05 -2.50306e-05 -0.000125895 -0.000169975 -0.000237686 0.000776699 7.00937e-06 0.000280918 0.000393113 0.00150324 0.000216259 -0.000170783 0.00116616 8.62183e-05
internal_weight=0 303 246 145 3447 3388 2550 2469 2305 164 114 838 776 106 670 2224 101 623
internal_count=3750 303 246 145 3447 3388 2550 2469 2305 164 114 838 776 106 670 2224 101 623
is_linear=0
shrinkage=0.0995203


Tree=3954
num_leaves=29
num_cat=0
split_feature=0 0 2 5 0 18 18 18 8 5 26 26 6 1 2 1 18 8 18 18 26 26 18 1 1 0 8 6
split_gain=0.00905529 0.0162205 0.054784 0.0531316 0.0140964 0.0138658 0.0510667 0.0451285 0.0196954 0.0178701 0.0234098 0.0552184 0.0338157 0.022627 0.020353 0.0177989 0.0126941 0.0126764 0.0126366 0.0210398 0.0205161 0.0356644 0.0247862 0.0148898 0.0117569 0.0154574 0.0110503 0.00741856
threshold=-0.080884999999999999 -0.082494999999999999 -0.08569499999999998 -0.035924999999999999 -0.080324999999999994 -0.080814999999999984 -0.064454999999999998 -0.08727 -0.084979999999999986 -0.084089999999999984 0.087960000000000024 0.091195000000000012 0.087575000000000028 0.42491000000000007 -0.082084999999999991 -0.0088199999999999997 0.19545000000000004 -0.086914999999999992 0.089020000000000016 0.0020050000000000003 0.11538500000000003 0.11991000000000003 0.095920000000000019 -0.077084999999999987 -0.50388999999999995 0.076335000000000014 -0.082739999999999994 -0.52821499999999999
decision_type=2 2 2 2 2 2 2 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 7 -7 15 -9 13 12 -12 -11 14 -8 17 18 -1 19 24 22 -22 -20 -24 -6 -26 -19 -15
right_child=4 2 3 -5 16 6 9 8 -10 10 11 -13 -14 27 -16 -17 -18 26 20 -21 21 -23 23 -25 25 -27 -28 -29
leaf_value=0.00070926586157099721 0.0015408879674000387 0.0010525732651504825 0.00018727450017842829 -0.0037066932029753883 0.0011759364210134913 0.003155933878899305 0.00027053670799635765 -0.00097620633728747017 -0.0038876535693252801 0.00041246431326776462 -0.0019052163427335951 0.0011442632717530842 0.0027759539622244367 0.00018469168270971955 -0.00083413851704085414 0.0011923278234427369 0.0016578989071462163 -0.0022969271513760734 -0.0030784430883135311 0.0016944116594586336 0.0022614707895743211 -0.00086655582647807736 0.00067746812920437753 -0.0012728072611343606 0.00012937177773454122 -0.0012050077883352854 -0.00035885400141672061 0.0018303172980114264
leaf_weight=58 72 86 58 85 91 52 237 46 48 323 119 116 74 55 538 91 51 46 48 89 62 86 64 97 823 96 83 56
leaf_count=58 72 86 58 85 91 52 237 46 48 323 119 116 74 55 538 91 51 46 48 89 62 86 64 97 823 96 83 56
internal_value=0 -0.000133641 -0.000925976 -0.0021216 0.00017958 -3.97874e-05 8.9204e-05 -0.000586387 -0.00247161 -1.53095e-05 0.000388416 -0.000396458 0.000855076 -0.000304218 -0.000495265 4.81189e-05 0.000113998 -0.000504311 5.93563e-05 0.000226955 -0.000454292 0.000438303 -0.00109029 -0.000492458 9.68341e-05 -9.12862e-06 -0.0010563 0.00102229
internal_weight=0 2171 229 143 1579 1942 1570 372 94 1518 632 235 397 886 775 278 1507 187 1456 1099 357 148 209 161 1010 919 129 111
internal_count=3750 2171 229 143 1579 1942 1570 372 94 1518 632 235 397 886 775 278 1507 187 1456 1099 357 148 209 161 1010 919 129 111
is_linear=0
shrinkage=0.0995203


Tree=3955
num_leaves=19
num_cat=0
split_feature=4 29 26 8 5 6 27 17 17 17 5 18 17 2 2 20 5 17
split_gain=0.00761694 0.0145044 0.0135815 0.00915092 0.0156515 0.0182241 0.00893813 0.00827093 0.0128017 0.026177 0.0585934 0.0176267 0.0113444 0.014963 0.0352704 0.0138263 0.00977074 0.0142878
threshold=0.12498500000000003 -0.091704999999999995 -0.086635000000000004 -0.47145500000000001 -0.41397 -0.072834999999999997 -0.089394999999999988 -0.12118 0.026115000000000006 0.0036400000000000009 -0.023589999999999996 -0.092584999999999987 -0.14488499999999999 -0.076954999999999996 -0.071344999999999992 -0.082784999999999984 -0.5087799999999999 0.052150000000000009
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 12 9 11 -11 -9 13 15 -15 -8 -10 -18
right_child=2 6 3 4 5 -7 7 8 16 10 -12 -13 -14 14 -16 -17 17 -19
leaf_value=-0.0017799956012604587 0.0019773767252141924 0.0011452970582528992 0.0011760686403309837 -0.0011986200797921888 0.0019260953382567105 -0.00071488765171884359 0.0016027929964093947 -0.0012491410019157549 -0.0011734174471228524 0.00011556655017826845 -0.0044011080391440733 -7.6474265869125421e-05 0.0014965819181787269 -0.0028076230044070155 0.00015747168839696881 0.00018793169087156245 0.001618552817188432 0.00013057443503590408
leaf_weight=47 50 64 67 83 53 50 81 140 50 69 48 1388 65 53 157 454 70 761
leaf_count=47 50 64 67 83 53 50 81 140 50 69 48 1388 65 53 157 454 70 761
internal_value=0 -4.34787e-05 0.00047696 0.000177199 -0.000178209 0.000636117 -1.92331e-05 -4.18197e-05 -0.000130764 -0.000294908 -0.00173043 -0.000184453 0.000234545 0.000123335 -0.000586964 0.000403675 0.000174796 0.000256901
internal_weight=0 3447 303 253 186 103 3400 3336 2526 1645 117 1528 810 745 210 535 881 831
internal_count=3750 3447 303 253 186 103 3400 3336 2526 1645 117 1528 810 745 210 535 881 831
is_linear=0
shrinkage=0.0995203


Tree=3956
num_leaves=16
num_cat=0
split_feature=17 9 9 26 26 17 2 8 26 7 23 6 6 6 3
split_gain=0.0121423 0.0258868 0.0304081 0.0316364 0.00990848 0.0286095 0.0250783 0.0242951 0.0207554 0.0113987 0.0176855 0.0109173 0.0385947 0.0191236 0.00958353
threshold=-0.53015499999999993 0.084055000000000032 0.095415000000000014 0.087435000000000027 0.12086000000000002 -0.0064000000000000003 -0.0083149999999999995 -0.038994999999999995 0.11746500000000003 0.085015000000000021 -0.022119999999999997 -0.099455000000000002 -0.095814999999999997 -0.104035 0.10393500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 7 14 -6 9 10 -2 13 -13 -12 -7
right_child=4 2 -4 -5 5 6 -8 -9 -10 -11 11 12 -14 -15 -16
leaf_value=0.0010923239055121436 0.0015601624770855416 -0.0040293671234938782 0.00020237772163360555 -0.0007023829054114139 0.0034341368221968809 -0.00032670278624624623 -0.002109625259211241 0.0003416608503119724 -0.0017518215485549189 -0.001197253704187898 -0.00020126672671235457 0.0027650373664235687 4.9967154543342612e-05 -0.0023132826318241111 0.0016507542726056763
leaf_weight=63 76 54 85 61 52 47 48 50 66 73 456 53 2452 47 49
leaf_count=63 76 54 85 61 52 47 48 50 66 73 456 53 2452 47 49
internal_value=0 -0.000660054 -0.00121615 -0.00227174 4.12876e-05 0.000650115 -0.000248126 0.00192624 -4.92799e-06 3.13332e-05 6.068e-05 2.25219e-05 0.000107739 -0.00040024 0.000674097
internal_weight=0 263 200 115 3469 246 144 102 3223 3157 3084 3008 2505 503 96
internal_count=3732 263 200 115 3469 246 144 102 3223 3157 3084 3008 2505 503 96
is_linear=0
shrinkage=0.0995203


Tree=3957
num_leaves=23
num_cat=0
split_feature=8 8 17 5 5 0 2 5 17 5 21 21 0 8 0 26 21 26 9 26 8 3
split_gain=0.0109952 0.0245385 0.0442835 0.0212014 0.023828 0.023089 0.0392296 0.0198031 0.0156118 0.0217897 0.0133411 0.0187825 0.014505 0.0268751 0.0213111 0.0420558 0.0173399 0.0147817 0.0132829 0.0114194 0.0332645 0.026711
threshold=-0.079219999999999999 -0.080659999999999996 -0.011174999999999999 0.11083500000000003 0.034205000000000006 -0.084534999999999985 -0.084924999999999987 0.0047850000000000011 -0.52615499999999993 0.40898000000000007 -0.091104999999999992 -0.067244999999999985 -0.1021 -0.010374999999999999 -0.086025000000000004 0.0054200000000000012 0.090285000000000018 0.097125000000000031 0.095415000000000014 0.090930000000000025 -0.08176499999999999 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
left_child=1 3 -3 4 7 -5 -7 19 9 -2 -10 -12 13 -13 15 -14 -15 -16 -11 20 -1 -21
right_child=8 2 -4 5 -6 6 -8 -9 10 18 11 12 14 16 17 -17 -18 -19 -20 21 -22 -23
leaf_value=-1.5533180141880181e-05 -0.0026381481524720141 -0.00038034280605393907 0.0036012753018142981 -0.0006663586171812353 -0.0018001251116327372 0.0041416425240828709 0.0005046657293824409 0.0019489832559717167 -0.0015227530283308417 -0.0012526551184049602 0.001895159202004465 -0.0024416789330055678 5.3657859203664804e-05 -0.00088905020058582633 0.00018583894187333249 0.0034625574403651712 0.00083605289778727182 -0.00059507438591159046 0.00065779572947491914 0.0023148047510219935 -0.0020690067425945201 3.5384598125740749e-06
leaf_weight=1131 58 55 55 52 73 46 83 52 61 76 49 68 117 144 659 52 96 377 68 65 84 211
leaf_count=1131 58 55 55 52 73 46 83 52 61 76 49 68 117 144 659 52 96 377 68 65 84 211
internal_value=0 0.000159772 0.00160302 7.09709e-05 -4.29449e-05 0.00109255 0.00180792 3.96575e-05 -0.000181935 -0.00100735 -7.86989e-05 -2.17809e-05 -8.4404e-05 -0.000694144 7.07673e-05 0.00110739 -0.000195598 -9.7545e-05 -0.000344813 -2.6383e-05 -0.000158176 0.000550825
internal_weight=0 1907 110 1797 1616 181 129 1543 1825 202 1623 1562 1513 308 1205 169 240 1036 144 1491 1215 276
internal_count=3732 1907 110 1797 1616 181 129 1543 1825 202 1623 1562 1513 308 1205 169 240 1036 144 1491 1215 276
is_linear=0
shrinkage=0.0995203


Tree=3958
num_leaves=23
num_cat=0
split_feature=8 8 26 4 5 5 5 26 4 2 26 5 5 1 26 5 18 8 18 20 6 1
split_gain=0.00891316 0.0198737 0.0337167 0.01764 0.0171908 0.0204447 0.0197297 0.016311 0.0286998 0.0269297 0.0173448 0.0156298 0.0206121 0.0174684 0.013495 0.0133255 0.010539 0.021203 0.0124705 0.00832406 0.0121553 0.0160549
threshold=-0.079219999999999999 -0.080659999999999996 0.089485000000000023 0.13424500000000003 0.11083500000000003 0.022285000000000003 0.18340500000000004 -0.091484999999999997 0.12205500000000002 -0.037414999999999997 -0.084904999999999994 0.054660000000000007 0.022285000000000003 -0.11064999999999998 0.086835000000000009 -1.0000000180025095e-35 0.088250000000000009 -0.092984999999999998 0.0020050000000000003 -0.095634999999999998 -0.093155000000000002 -0.016029999999999999
decision_type=2 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 15 -6 9 10 19 -9 12 -12 -13 -8 16 18 -18 -1 -2 -21 -22
right_child=3 2 -4 -5 6 -7 14 8 -10 -11 11 13 -14 -15 -16 -17 17 -19 -20 20 21 -23
leaf_value=-5.9316582415898149e-05 0.0010373922732319447 0.0030062480545282278 -0.00048693789911697846 0.0012345838199462012 0.0025792848603107435 -0.0015319528626885331 -0.0009243202477208451 -0.0018874800656407263 -0.002551234457039587 0.0026800263607777461 -7.0109271098190706e-05 5.2162403821048886e-05 0.0018283578306454936 -0.0011196665232664118 0.0011580684233571256 0.0012484697222720699 -0.00035556251708450864 0.0012168990821047724 -0.001143091467390982 0.00094092690457225946 0.00010732984462011902 -0.0023605597580475353
leaf_weight=987 58 61 49 85 54 86 52 63 57 46 787 215 61 300 75 86 163 176 118 48 59 46
leaf_count=987 58 61 49 85 54 86 52 63 57 46 787 215 61 300 75 86 163 176 118 48 59 46
internal_value=0 0.000143872 0.00144275 -0.000163784 6.39079e-05 -3.86206e-05 0.000983823 -0.000232566 -0.000359731 0.000498049 -0.000271559 -0.000196267 6.54897e-05 -0.000628867 0.000298991 4.47833e-05 -2.63375e-05 0.000458404 -0.000175791 1.84766e-05 -0.000362429 -0.000966045
internal_weight=0 1907 110 1825 1797 1616 181 1740 1483 257 1426 1363 848 515 127 1530 1444 339 1105 211 153 105
internal_count=3732 1907 110 1825 1797 1616 181 1740 1483 257 1426 1363 848 515 127 1530 1444 339 1105 211 153 105
is_linear=0
shrinkage=0.0995203


Tree=3959
num_leaves=18
num_cat=0
split_feature=0 0 0 9 3 0 26 26 2 8 5 10 9 17 5 30 17
split_gain=0.00859335 0.0360624 0.0151578 0.0179859 0.0416826 0.0396566 0.015241 0.0214045 0.0213992 0.025534 0.0146568 0.013158 0.015971 0.033679 0.0220642 0.0122982 0.00945864
threshold=-0.052884999999999995 -0.044789999999999996 -0.060094999999999996 0.11296000000000002 0.15778000000000003 -0.079284999999999994 0.11624000000000002 0.11081000000000002 -0.080254999999999993 -0.060034999999999998 0.51390500000000017 0.090005000000000016 0.095415000000000014 -0.54752499999999993 0.24444000000000005 0.092515000000000028 -0.11045499999999998
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 6 -5 7 10 -8 -10 -1 12 13 -3 -14 16 -15
right_child=1 11 -4 5 -6 -7 8 -9 9 -11 -12 -13 14 15 -16 -17 -18
leaf_value=2.0761417301005468e-05 -0.0023033306199821959 -0.0026105239721191651 0.001541765028785157 0.00038337158165254457 0.0029626804724055158 -0.0027966891327709954 0.0010220462914312548 0.0019402725099769923 -0.00040016756482478752 -0.003133296637736282 0.0017766437239198755 -0.0016367310638163391 -3.9265863741925223e-05 -0.00080888379745929428 0.0027619322640857983 0.0016003931391536401 0.00039197162305081403
leaf_weight=2547 81 50 67 88 49 69 47 61 93 54 48 47 65 110 48 50 158
leaf_count=2547 81 50 67 88 49 69 47 61 93 54 48 47 65 110 48 50 158
internal_value=0 -0.00034786 6.07839e-05 2.80469e-05 8.44933e-05 -0.00100902 3.47214e-05 9.71959e-05 -0.000816379 -0.00140974 5.35557e-05 -4.63223e-05 0.00010738 -0.000208515 0.00114338 0.000166585 -9.78623e-05
internal_weight=0 609 3123 3056 2899 157 2850 2656 194 147 2595 528 481 368 113 318 268
internal_count=3732 609 3123 3056 2899 157 2850 2656 194 147 2595 528 481 368 113 318 268
is_linear=0
shrinkage=0.0995203


Tree=3960
num_leaves=13
num_cat=0
split_feature=3 11 3 7 26 26 2 21 3 6 17 6
split_gain=0.0167965 0.0366408 0.0170138 0.0143051 0.00928564 0.0240838 0.0391459 0.0120633 0.00995983 0.00916436 0.0423594 0.0303567
threshold=0.17152000000000003 -0.40069499999999997 0.14823500000000003 -0.074779999999999999 -0.126245 -0.230515 -0.096314999999999998 0.099005000000000024 -0.15154999999999999 0.11816500000000002 0.40827500000000011 0.10877500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 -5 -6 11 -11 -10
right_child=1 -3 -4 4 8 6 -8 -9 9 10 -12 -13
leaf_value=0.0015390146776957817 -0.00074449953137847023 0.0030614271156969909 -0.0014969486511358476 -0.0013443389911618605 -0.0014317450598343511 -0.0001241297779579785 0.0037301096438660951 0.00077634320037376736 -7.4867643852114568e-05 0.00026661192511597204 -0.0031978168554851675 0.0016628104163220457
leaf_weight=58 47 53 78 62 53 55 49 46 2984 115 50 103
leaf_count=58 47 53 78 62 53 55 49 46 2984 115 50 103
internal_value=0 0.00126446 -4.28242e-05 -1.08688e-05 -3.66612e-05 0.00060138 0.00168394 -0.000433506 -7.78362e-05 -5.55189e-05 -0.000778254 -1.66235e-05
internal_weight=0 100 3653 3575 3517 212 104 108 3305 3252 165 3087
internal_count=3753 100 3653 3575 3517 212 104 108 3305 3252 165 3087
is_linear=0
shrinkage=0.0995203


Tree=3961
num_leaves=10
num_cat=0
split_feature=3 11 3 23 4 4 3 2 10
split_gain=0.013601 0.0297294 0.0137957 0.019504 0.0115857 0.0165394 0.011149 0.0278644 0.0185662
threshold=0.17152000000000003 -0.40069499999999997 0.14823500000000003 0.086085000000000023 0.13980000000000004 0.13491500000000003 0.11125500000000002 -0.080329999999999999 0.07635500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 8 -8 -1
right_child=1 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=-4.7217362833597604e-05 -0.00067040682698599066 0.0027567530681326165 -0.0013479719480871729 0.0018326139382296765 0.0014491078187968771 -0.0019159860225907586 0.0015358266166809814 -4.850315941054464e-05 -0.0010585916376055365
leaf_weight=2663 47 53 78 56 51 47 149 416 193
leaf_count=2663 47 53 78 56 51 47 149 416 193
internal_value=0 0.0011378 -3.85623e-05 -9.76435e-06 -3.93159e-05 -6.14406e-05 -3.57222e-05 0.000367862 -0.00011585
internal_weight=0 100 3653 3575 3519 3468 3421 565 2856
internal_count=3753 100 3653 3575 3519 3468 3421 565 2856
is_linear=0
shrinkage=0.0995203


Tree=3962
num_leaves=17
num_cat=0
split_feature=26 0 17 0 25 1 1 9 26 9 1 3 1 8 1 5
split_gain=0.012114 0.0279627 0.0130449 0.0142901 0.0108838 0.0118328 0.0724101 0.0249058 0.0396691 0.0255964 0.0135951 0.012913 0.0128763 0.0182734 0.0137742 0.00788872
threshold=-0.126245 -0.067839999999999998 -0.088525000000000006 -0.098180000000000003 0.085465000000000027 0.061835000000000008 0.070450000000000026 0.11351500000000002 0.12236500000000003 0.097035000000000024 0.056790000000000014 0.080495000000000025 0.031740000000000011 -0.066544999999999993 0.007210000000000002 0.030400000000000007
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 10 -7 8 9 -8 11 15 14 -14 -13 -2
right_child=4 -3 3 -5 -6 6 7 -9 -10 -11 -12 12 13 -15 -16 -17
leaf_value=-0.0011806084716596403 -0.001813037728999128 0.0022402359097067246 -0.00063757825841922859 0.0015801059133284028 0.0012005343591630108 -0.0039908459683381777 8.6566941874124603e-05 -0.0019629714900272371 0.002753767473135675 -0.0021332244012441455 0.0016680624655979709 2.6769090042491327e-05 0.00023759982156619812 -0.0025090770552665272 0.0014053156666655828 -0.00018103065414870631
leaf_weight=63 62 77 51 65 67 53 398 66 50 59 48 2467 48 47 74 58
leaf_count=63 62 77 51 65 67 53 398 66 50 59 48 2467 48 47 74 58
internal_value=0 0.000654264 -2.33964e-05 0.000598033 -5.49175e-05 -7.96796e-05 -0.00047091 -0.000143902 9.12856e-05 -0.000198223 7.3715e-06 -2.1255e-05 2.44042e-05 -0.00111267 6.72379e-05 -0.00103106
internal_weight=0 256 179 116 3497 3430 626 573 507 457 2804 2756 2636 95 2541 120
internal_count=3753 256 179 116 3497 3430 626 573 507 457 2804 2756 2636 95 2541 120
is_linear=0
shrinkage=0.0995203


Tree=3963
num_leaves=15
num_cat=0
split_feature=3 11 3 29 2 18 17 18 29 2 29 17 2 38
split_gain=0.00966106 0.0229317 0.0117189 0.00898673 0.0121655 0.0172618 0.0169251 0.0768902 0.022112 0.0167768 0.0199521 0.0176502 0.0158112 0.0096246
threshold=0.17152000000000003 -0.40069499999999997 0.14823500000000003 0.095535000000000023 -0.011474999999999999 0.11835500000000003 -0.065004999999999993 0.086800000000000016 -0.079144999999999993 -0.053085 -0.064864999999999992 -0.56137499999999996 -0.06454 -0.077474999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 9 6 7 -6 -8 11 13 -1 -13 -11
right_child=1 -3 -4 -5 5 -7 8 -9 -10 10 -12 12 -14 -15
leaf_value=-0.0015273986754247276 -0.00062745807086219654 0.0023815946371838932 -0.0012390942679316882 -0.0010987743466244519 0.00060001412872555295 0.0021015053245812265 -0.0013227874877450147 -0.0038191538050232989 0.0009908066329392571 -0.0012345045745028552 -0.002067564353544465 -3.750519764305848e-06 0.0013606653022872361 0.00056669180635360999
leaf_weight=73 47 53 78 73 165 55 47 51 304 47 88 2507 87 78
leaf_count=73 47 53 78 73 165 55 47 51 304 47 88 2507 87 78
internal_value=0 0.000959154 -3.22872e-05 -5.72787e-06 1.68232e-05 0.000416145 0.000251218 -0.000439611 0.000678677 -6.91351e-05 -0.000919087 -9.46675e-07 4.1695e-05 -0.000104009
internal_weight=0 100 3653 3575 3502 622 567 216 351 2880 213 2667 2594 125
internal_count=3753 100 3653 3575 3502 622 567 216 351 2880 213 2667 2594 125
is_linear=0
shrinkage=0.0995203


Tree=3964
num_leaves=16
num_cat=0
split_feature=18 29 3 6 6 26 6 6 6 9 5 9 3 10 18
split_gain=0.0184273 0.0151278 0.0102175 0.0312655 0.0187637 0.0217514 0.0786178 0.0319952 0.00831961 0.00920419 0.0314057 0.0237373 0.0364962 0.0135679 0.0129288
threshold=0.31227500000000008 -0.109725 0.084735000000000019 0.087575000000000028 0.086100000000000024 0.085855000000000029 0.08463500000000003 0.079640000000000016 0.18123500000000006 0.089105000000000018 0.51797000000000015 0.089935000000000029 0.091295000000000029 0.09056500000000002 0.14607000000000003
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 -3 9 10 14 12 -11 -13 -4
right_child=-2 2 8 -5 -6 6 -8 -9 -10 11 -12 13 -14 -15 -16
leaf_value=-0.0015561267714099616 -0.0018050942342254209 0.000405757289916532 -0.00020222161429995819 0.0021157339343610758 -0.0015690449594969852 -0.00089855654863237315 0.004537414033945599 -0.002180322594564041 0.0010580665124890272 -1.786462916867453e-05 -0.0027890745977639992 -7.1371522616609214e-05 0.003587978898963869 0.001654039845027912 0.0013759888934677426
leaf_weight=61 57 240 1610 90 59 58 48 59 66 65 46 1139 48 47 53
leaf_count=61 57 240 1610 90 59 58 48 59 66 65 46 1139 48 47 53
internal_value=0 -1.69794e-06 2.42121e-05 0.000417773 8.66625e-05 0.000329886 0.00155529 -0.000101802 -4.64496e-05 -7.09565e-05 -0.000222906 0.000128323 0.00150658 -2.30488e-06 -0.000151432
internal_weight=0 3689 3628 554 464 405 106 299 3074 3008 1709 1299 113 1186 1663
internal_count=3746 3689 3628 554 464 405 106 299 3074 3008 1709 1299 113 1186 1663
is_linear=0
shrinkage=0.0995203


Tree=3965
num_leaves=8
num_cat=0
split_feature=18 29 20 21 36 36 20
split_gain=0.0149416 0.0122662 0.00896615 0.0120088 0.00848008 0.0103891 0.0081251
threshold=0.31227500000000008 -0.109725 -0.24910499999999999 0.14970000000000003 0.091370000000000021 0.08605500000000002 -0.15398499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.001401260842040694 -0.0016254509475180224 0.0011291541171811205 0.0013131445173397596 -0.0012725178158618554 0.0012999150142506703 -0.0014623432642002613 8.7014917963728435e-06
leaf_weight=61 57 71 48 72 51 47 3339
leaf_count=61 57 71 48 72 51 47 3339
internal_value=0 -1.52894e-06 2.17801e-05 -9.36984e-08 2.59597e-05 6.80113e-06 2.74296e-05
internal_weight=0 3689 3628 3557 3485 3434 3387
internal_count=3746 3689 3628 3557 3485 3434 3387
is_linear=0
shrinkage=0.0995203


Tree=3966
num_leaves=21
num_cat=0
split_feature=17 29 2 4 1 17 4 5 20 9 9 9 2 9 26 4 10 1 8 8
split_gain=0.0124687 0.0115934 0.0090248 0.0184388 0.0313698 0.0528596 0.0607001 0.0209017 0.020327 0.0118915 0.0442404 0.0284621 0.0231238 0.0566128 0.0310392 0.023114 0.0223675 0.0176153 0.0103711 0.00932555
threshold=-0.56655999999999984 -0.096654999999999991 0.092170000000000016 0.085720000000000018 0.00039500000000000011 -0.087770000000000001 0.11805500000000003 -0.095169999999999991 -0.044334999999999999 0.084595000000000017 0.08401500000000002 0.084290000000000018 -0.086414999999999992 0.083610000000000032 0.085855000000000029 0.10373000000000003 0.090005000000000016 -0.17548999999999998 -0.09547499999999999 -0.085385000000000003
decision_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 -5 -7 8 -6 10 12 -12 13 -3 -14 17 -17 -11 -19 -13
right_child=1 2 3 4 7 6 -8 -9 -10 15 11 19 14 -15 -16 16 -18 18 -20 -21
leaf_value=-0.001277156811933057 -0.0011823889990696254 5.9538130191829287e-05 -0.001741378734844617 -0.00098903904408373204 0.001340894449612304 0.0051012619676784055 0 -0.0026070050620677558 -0.0010028431165827578 -0.0016264618524253756 0.0037389887595337149 -6.5237652981035209e-05 0.00077592709812090608 -0.0038358965893478146 -0.0014024327788637126 0.0025220525252263979 -0.00020073375189527486 -0.00081123370960090892 1.3751196825526436e-05 0.0019019598838747056
leaf_weight=77 80 171 81 77 51 46 47 52 129 73 56 48 432 47 76 67 53 164 1873 46
leaf_count=77 80 171 81 77 51 46 47 52 129 73 56 48 432 47 76 67 53 164 1873 46
internal_value=0 2.27792e-06 2.89127e-05 -0.000370947 -9.27788e-05 0.00093194 0.00253123 -0.000847179 -0.000334236 9.13566e-05 0.000402114 0.00195828 7.94637e-05 -0.000776549 0.000448419 -3.03495e-05 0.00131267 -0.000107118 -5.22669e-05 0.000888725
internal_weight=0 3669 3589 483 402 170 93 232 180 3106 876 150 726 218 508 2230 120 2110 2037 94
internal_count=3746 3669 3589 483 402 170 93 232 180 3106 876 150 726 218 508 2230 120 2110 2037 94
is_linear=0
shrinkage=0.0995203


Tree=3967
num_leaves=14
num_cat=0
split_feature=18 6 1 6 17 29 6 17 1 6 17 17 6
split_gain=0.0114463 0.00823118 0.0238219 0.0270567 0.0142741 0.014234 0.00986967 0.0421686 0.0111994 0.00943533 0.00949653 0.0354814 0.0209455
threshold=0.31227500000000008 0.11642500000000001 -0.072579999999999992 0.12241500000000002 0.00079000000000000023 -0.096654999999999991 0.098855000000000012 0.03851000000000001 -0.088909999999999989 0.096575000000000022 -0.0090649999999999984 -0.012064999999999999 0.089725000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 9 8 -8 10 11 -7 -12
right_child=-2 2 3 4 -6 6 7 -9 -10 -11 12 -13 -14
leaf_value=-0.0015468189446864345 -0.0014209937933888468 -0.001252142185656504 0.00289794586405351 0.0012439803762711299 -0.00078431010286622083 6.4773464925941521e-05 0.0015992987438647039 -0.0023273316381252152 -0.00028374372150987868 0.0013360963916145309 -4.1339101896994116e-05 0.0021428155991920317 -0.0012412031036247086
leaf_weight=61 57 56 57 75 63 1538 53 89 75 54 1320 86 162
leaf_count=61 57 56 57 75 63 1538 53 89 75 54 1320 86 162
internal_value=0 0 0.000550324 0.00107215 0.00031209 -4.00221e-05 -1.25618e-05 -0.000661984 0.000489558 3.17755e-05 8.83536e-06 0.000175322 -0.000173051
internal_weight=0 3689 251 195 138 3438 3377 217 128 3160 3106 1624 1482
internal_count=3746 3689 251 195 138 3438 3377 217 128 3160 3106 1624 1482
is_linear=0
shrinkage=0.0995203


Tree=3968
num_leaves=22
num_cat=0
split_feature=5 21 19 21 9 9 3 9 3 21 18 27 18 17 18 17 3 26 9 1 26
split_gain=0.019739 0.0141495 0.0191813 0.0153756 0.0165944 0.0398856 0.0826927 0.0350628 0.0132162 0.0483947 0.0259344 0.0131832 0.0150999 0.0143229 0.039509 0.0378119 0.0136249 0.0129475 0.0121547 0.0222779 0.0120679
threshold=0.6362850000000001 0.083050000000000027 0.11183000000000003 0.085190000000000016 0.085945000000000021 0.088995000000000019 0.090360000000000024 0.084290000000000018 0.10920500000000002 0.090285000000000018 0.10665500000000003 -0.038765000000000001 -0.12363 -0.040589999999999994 -0.088855000000000003 -0.062765000000000001 0.089535000000000017 0.084785000000000013 0.09227500000000001 0.007210000000000002 0.097125000000000031
decision_type=2 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 -3 7 6 -6 8 9 -5 -10 -1 16 15 -15 -14 -13 -9 19 -7 -20
right_child=-2 3 -4 4 5 18 -8 17 10 -11 -12 12 13 14 -16 -17 -18 -19 20 -21 -22
leaf_value=-0.0017236736346983722 -0.001975857651715656 0.0018282930354169362 0.0016170893550789412 -0.0012275913189683603 0.00028803865444694554 0.00028946342444402865 0.0054489704689678941 -0.0031489014876918968 0.0003230919175060611 0.0016425262942438485 -0.0021104050544088 0.00012335488041071249 -0.00030909955311243521 0.0025615936937902145 -0.00011092853791054242 -0.0027692212314659511 0.0022561271262379729 -0.00075832153022740469 0.00082424799157100332 -0.0024039380316862599 -0.00025393759748680084
leaf_weight=52 49 62 62 89 90 85 47 46 138 167 63 80 614 57 1410 69 48 46 277 47 162
leaf_count=52 49 62 62 89 90 85 47 46 138 167 63 80 614 57 1410 69 48 46 277 47 162
internal_value=0 3.46677e-05 -0.000109386 0.00029653 0.000220326 0.000539042 0.00206455 -0.000189205 0.000165993 0.000641514 -0.000435573 -0.000155678 -0.000119526 -0.000182363 -6.5301e-06 -0.000558832 0.000929541 -0.00196251 0.000171593 -0.00066335 0.000424511
internal_weight=0 3711 2392 1319 1257 708 137 549 457 256 201 2330 2278 2150 1467 683 128 92 571 132 439
internal_count=3760 3711 2392 1319 1257 708 137 549 457 256 201 2330 2278 2150 1467 683 128 92 571 132 439
is_linear=0
shrinkage=0.0995203


Tree=3969
num_leaves=18
num_cat=0
split_feature=5 6 3 21 21 1 4 4 21 19 2 21 4 27 26 26 9
split_gain=0.0160058 0.0123347 0.02054 0.00842284 0.0158711 0.0652463 0.0220108 0.0238934 0.021971 0.0153985 0.0140495 0.0330234 0.0290858 0.0135231 0.0115147 0.0253234 0.0143261
threshold=0.6362850000000001 0.15358000000000002 0.10850000000000003 0.083050000000000027 0.093685000000000032 0.05309500000000001 0.10515500000000001 0.086380000000000026 0.096230000000000024 0.11183000000000003 0.0021050000000000005 0.09865500000000002 0.10557500000000002 -0.038765000000000001 0.086215000000000028 0.085740000000000025 0.09518500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 5 6 7 -5 -6 13 11 -10 -12 -1 15 -15 -16
right_child=-2 2 -4 4 8 -7 -8 -9 10 -11 12 -13 -14 14 16 -17 -18
leaf_value=-0.001846078794571262 -0.0017792200283251352 0.0024634707476206617 -0.00015182855176001112 0.00036432127724479556 -0.001766772753647527 0.0036856995103656215 0.0021898347637510319 -0.0015184529658526357 0.002578585378653435 0.0014992842661027306 -0.0024859441644381019 4.5687346025550943e-05 0.00042775001933985162 1.3503043499252475e-05 -0.00050024122217583948 0.002333905465661 0.00035600094760845436
leaf_weight=46 49 54 65 325 70 61 50 84 57 57 59 490 79 960 964 49 241
leaf_count=46 49 54 65 325 70 61 50 84 57 57 59 490 79 960 964 49 241
internal_value=0 3.12176e-05 0.00102807 -1.57935e-06 0.000203627 0.000626909 0.000218619 -2.03596e-05 -8.68201e-05 -0.000114854 8.36589e-05 0.000311124 -0.000812028 -0.000155927 -0.000120441 0.000127 -0.000328313
internal_weight=0 3711 119 3592 1275 520 459 409 755 2317 685 547 138 2260 2214 1009 1205
internal_count=3760 3711 119 3592 1275 520 459 409 755 2317 685 547 138 2260 2214 1009 1205
is_linear=0
shrinkage=0.0995203


Tree=3970
num_leaves=12
num_cat=0
split_feature=20 5 21 20 20 5 20 20 21 21 8
split_gain=0.0164121 0.0125176 0.0113514 0.0112123 0.0297787 0.0151718 0.0131016 0.014129 0.0107053 0.0145721 0.0114918
threshold=-0.24910499999999999 0.6362850000000001 0.16638500000000003 -0.0078249999999999986 -0.01137 -0.50544999999999984 -0.017315000000000001 -0.042414999999999994 0.10900500000000002 0.097120000000000026 -0.050299999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 7 -2 9 -7 -10
right_child=1 -3 -4 5 -6 8 -8 -9 10 -11 -12
leaf_value=0.0014949874861852912 0.00012842456307122569 -0.0016021516687950419 -0.001419700640234026 -0.0013749119431183975 0.0021751058076727491 -6.7246141210371141e-05 -0.0014119573281714442 0.001822394636164908 -3.0618800553197732e-06 -0.0016962095264204376 0.0020972329061405628
leaf_weight=72 1176 49 55 91 75 1980 52 51 57 56 46
leaf_count=72 1176 49 55 91 75 1980 52 51 57 56 46
internal_value=0 -2.20986e-05 -5.97822e-07 2.09513e-05 0.000247045 -0.00011596 0.000133345 0.000199501 -6.20175e-05 -0.000112453 0.000926987
internal_weight=0 3688 3639 3584 1354 2230 1279 1227 2139 2036 103
internal_count=3760 3688 3639 3584 1354 2230 1279 1227 2139 2036 103
is_linear=0
shrinkage=0.0995203


Tree=3971
num_leaves=17
num_cat=0
split_feature=20 20 18 4 5 20 20 6 6 6 38 19 23 18 1 18
split_gain=0.0133557 0.0384743 0.0207175 0.0226165 0.0182648 0.0154845 0.01536 0.0123737 0.0254088 0.0141691 0.00754416 0.00701446 0.0091869 0.0077402 0.0191929 0.0154024
threshold=-0.080324999999999994 -0.081030000000000005 0.086065000000000016 0.088720000000000021 0.63223000000000018 -0.081945000000000004 -0.083495 -0.086254999999999984 -0.03764 -0.096934999999999993 -0.08236499999999998 0.13612500000000002 0.086650000000000019 0.10361000000000002 -0.072579999999999992 0.099430000000000032
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 7 9 -9 -1 -2 12 13 15 -15 -12
right_child=4 -3 3 -5 -6 -7 -8 8 -10 -11 11 -13 -14 14 -16 -17
leaf_value=-0.0003849964706013608 0.0011927120626751856 0.0029875271519201429 0.00018062013965570859 0.0026218360012272789 -0.0019218430565609975 -0.0016311909787153011 0.0013336475632583593 -0.002028023283156937 2.4551231249356296e-05 0.0019622465257793848 -4.7101714327582588e-05 0.00094320908957784479 -0.001375994515800884 0.00012525251384087026 -0.0013550670836463825 0.0017915658409836251
leaf_weight=49 47 52 91 65 53 58 82 77 263 52 2353 65 55 200 152 46
leaf_count=49 47 52 91 65 53 58 82 77 263 52 2353 65 55 200 152 46
internal_value=0 0.000370172 0.00018439 0.00120304 -9.04378e-05 -8.77112e-05 8.18935e-05 -0.000149003 -0.000437889 0.00081538 -5.68932e-05 -7.76351e-05 -0.000101574 -7.57977e-05 -0.000511651 -1.15046e-05
internal_weight=0 789 737 156 2971 581 523 441 340 101 2918 2871 2806 2751 352 2399
internal_count=3760 789 737 156 2971 581 523 441 340 101 2918 2871 2806 2751 352 2399
is_linear=0
shrinkage=0.0995203


Tree=3972
num_leaves=33
num_cat=0
split_feature=8 18 6 9 8 6 26 26 6 2 2 17 2 2 0 2 2 2 8 26 2 2 3 2 9 0 6 6 3 9 0 8
split_gain=0.0339486 0.0532165 0.0994871 0.0952521 0.0444793 0.141291 0.028107 0.04838 0.027907 0.0211581 0.0580237 0.0588963 0.0282119 0.036835 0.0288789 0.0206439 0.0849145 0.0573842 0.044456 0.0438013 0.0327236 0.0317821 0.0288452 0.0334003 0.0303302 0.0185011 0.0143008 0.0221214 0.0181347 0.0247101 0.0125731 0.00811924
threshold=-0.084044999999999995 -0.022504999999999997 -0.0093650000000000001 0.084155000000000021 -0.083245 -0.0072949999999999994 0.08494500000000002 0.083705000000000016 0.21988000000000005 -0.083665000000000003 -0.082025000000000001 -0.0023699999999999997 -0.086254999999999984 -0.087359999999999993 -0.086254999999999984 -0.085804999999999992 -0.083104999999999998 -0.08385999999999999 -0.080724999999999991 0.088325000000000028 -0.082594999999999988 -0.082139999999999991 0.092200000000000018 -0.10018999999999999 0.09550500000000002 -0.14401 -0.096164999999999987 -0.11191 0.084620000000000015 0.087695000000000009 -0.086109999999999992 -0.11550499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 7 -1 15 12 11 -11 13 14 25 18 17 19 -6 -17 -18 -22 23 -20 -24 -3 27 31 -28 -30 -14 -12
right_child=4 9 3 -5 8 -7 -8 -9 -10 10 26 -13 30 -15 -16 16 20 -19 22 -21 21 -23 24 -25 -26 -27 28 -29 29 -31 -32 -33
leaf_value=-0.0016196490272992517 -0.0016974517788752373 0.00098036740862456019 -0.006275968448632754 -0.00090642831972028001 0.0027573241085616859 0.0058928434159687794 -0.0019381933241618778 0.002539461654539756 -0.0021841447160571813 -0.0053146982937493188 0.00055509378083062118 -0.00040746896135445657 0.00083222473122427135 -0.0026636207382197273 0.0023996177897425085 0.0012661114523741812 0.0026852473050231226 -0.0050467763568728709 0.00042310024011584272 -0.0030463230536886122 -0.002501544128272104 0.00013050800069131229 0.0020842397474563489 -0.0019728951138420002 -5.0230555780087587e-05 -0.0017538692090730142 -0.0021914503228844685 0.0023990452861333 0.00045310081086967935 -0.0010699823593041729 0.0029824660673983161 -0.00086422407561245025
leaf_weight=47 47 46 69 63 81 50 54 67 55 46 101 52 63 46 54 46 48 52 141 47 47 1358 125 97 138 52 52 49 238 189 49 66
leaf_count=47 47 46 69 63 81 50 54 67 55 46 101 52 63 46 54 46 48 52 141 47 47 1358 125 97 138 52 52 49 238 189 49 66
internal_value=0 -0.000499171 -0.00167475 -0.00371944 0.000120207 0.00220663 -6.33456e-05 0.00081756 2.92893e-05 -0.000178687 -0.000451764 -0.00271922 0.00051722 -0.000193095 0.000549178 8.55084e-05 -9.88742e-05 -0.00239565 0.000593175 -0.000904489 0.000129765 4.1878e-05 0.000241648 -0.000549979 0.000961139 -0.000462099 -0.000130858 0.000539717 -0.000434957 -0.000219134 0.00178027 -9.32368e-07
internal_weight=0 1403 300 132 2332 97 168 114 2235 1103 793 98 310 198 152 2180 1598 145 582 93 1453 1405 501 238 263 98 695 216 479 427 112 167
internal_count=3735 1403 300 132 2332 97 168 114 2235 1103 793 98 310 198 152 2180 1598 145 582 93 1453 1405 501 238 263 98 695 216 479 427 112 167
is_linear=0
shrinkage=0.0995203


Tree=3973
num_leaves=26
num_cat=0
split_feature=9 9 21 6 26 9 17 5 9 2 26 9 0 17 2 9 5 19 9 8 4 9 5 4 4
split_gain=0.0291559 0.059735 0.0350224 0.0333152 0.0643487 0.357236 0.0401048 0.0733975 0.0533347 0.0386815 0.0569513 0.034524 0.0513365 0.0340479 0.0332267 0.0222058 0.0177125 0.0209284 0.0172053 0.0251947 0.0157146 0.0111907 0.00975367 0.00916041 0.0133324
threshold=0.085665000000000033 0.085355000000000028 -0.09071499999999999 -0.0093650000000000001 0.084355000000000027 0.083235000000000017 -0.011809999999999999 -0.011514999999999999 0.084645000000000012 -0.086254999999999984 0.083705000000000016 0.083715000000000026 -0.084269999999999998 -0.24445500000000001 -0.082644999999999982 0.08597500000000001 0.51775000000000015 -0.016414999999999996 0.088285000000000016 -0.083504999999999982 0.079660000000000022 0.096535000000000024 -0.039649999999999998 0.14646500000000004 0.13279000000000005
decision_type=2 2 2 2 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 5 13 11 8 -8 10 -1 -6 -13 -5 -11 -4 17 -17 19 -19 -15 -18 -20 24 -16
right_child=2 -3 15 4 6 -7 7 -9 -10 14 -12 12 -14 20 23 16 21 18 22 -21 -22 -23 -24 -25 -26
leaf_value=-0.00024500022864682998 0.002721231617047527 -0.0033971036858081974 0.0020714934915421371 -0.0027573889065698777 -0.00064451975176454046 -0.0084531595793907281 0.0024458382618778259 -0.0036820395176572775 -0.0019642707055041084 -0.0023944012679982165 0.0045482599049579756 0.0047651231131927733 0.00049875243937864142 0.001245350825017258 7.4610994769754675e-06 -0.0021428773036483032 0.0021697121966467833 0.0002061065090929196 -8.5458642869075567e-05 -0.0013928123199552617 -0.00038636177916481123 0.00014625804229917485 0.00043152532068405818 -0.0011536908937884718 0.0013314729771836797
leaf_weight=52 51 64 54 49 61 64 66 60 46 58 46 48 68 82 532 46 60 197 743 192 203 51 700 54 88
leaf_count=52 51 64 54 49 61 64 66 60 46 58 46 48 68 82 532 46 60 197 743 192 203 51 700 54 88
internal_value=0 -0.000415334 0.000144749 -0.000293805 -0.000776137 -0.00164132 0.000208176 -0.000871242 0.000627234 0.000139308 0.00199655 0.00126173 0.00227121 -0.000333607 -0.00010822 8.00312e-05 2.55528e-05 -4.62287e-05 5.9696e-06 -0.000580973 8.02412e-05 0.00124739 0.000164763 8.72991e-05 0.000196706
internal_weight=0 1641 2094 1577 747 398 349 172 112 830 98 177 116 334 732 2043 1989 1878 1832 389 285 111 1443 674 620
internal_count=3735 1641 2094 1577 747 398 349 172 112 830 98 177 116 334 732 2043 1989 1878 1832 389 285 111 1443 674 620
is_linear=0
shrinkage=0.0995203


Tree=3974
num_leaves=19
num_cat=0
split_feature=20 20 3 3 9 0 0 2 5 2 2 20 5 9 27 0 0 0
split_gain=0.0317372 0.0284718 0.0256084 0.037279 0.105352 0.0219001 0.0393002 0.0180313 0.0392359 0.0486495 0.0208168 0.0164614 0.0133008 0.0372102 0.0114134 0.0108085 0.0245437 0.0185834
threshold=-0.41270499999999993 -0.23598 0.090050000000000033 0.088605000000000017 0.08648500000000002 -0.084084999999999993 -0.081284999999999982 -0.081604999999999997 0.065520000000000023 -0.08342999999999999 -0.081055000000000002 -0.068114999999999995 0.5252300000000002 0.09550500000000002 -0.086859999999999993 -0.071029999999999996 -0.069569999999999993 -0.073464999999999989
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 -7 8 9 -3 -9 -12 14 -14 -4 17 -17 -16
right_child=1 2 12 4 5 6 -8 10 -10 -11 11 -13 13 -15 15 16 -18 -19
leaf_value=0.0025060585556207862 -0.0023715894029719808 -0.00026301402421548861 -0.0013338144467067933 -0.0050269500755569059 -0.0016698878708168434 0.0025261130988505089 -0.0011605602053061544 0.0021696416185557955 0.0016255151675096378 -0.0022020279096961657 -0.0010099901549699543 0.00043181532115875752 0.0026428640897035427 -0.00090261555204072471 0.00017792475673112382 -0.0022314360980829166 -2.4267143318729473e-05 0.001655333663248293
leaf_weight=46 55 606 55 63 73 53 62 53 81 163 104 318 70 50 1190 55 547 91
leaf_count=46 55 606 55 63 73 53 62 53 81 163 104 318 70 50 1190 55 547 91
internal_value=0 -0.00012363 -8.93826e-05 -0.000391415 -0.00150394 -0.000319003 0.000531397 -0.000180047 -0.000454883 -0.000675079 0.000310041 7.45489e-05 0.000141514 0.00115876 7.8104e-05 0.000119779 -0.000227279 0.000283516
internal_weight=0 3689 3634 1576 251 188 115 1325 850 769 475 422 2058 120 1938 1883 602 1281
internal_count=3735 3689 3634 1576 251 188 115 1325 850 769 475 422 2058 120 1938 1883 602 1281
is_linear=0
shrinkage=0.0995203


Tree=3975
num_leaves=28
num_cat=0
split_feature=8 2 1 5 2 21 20 21 20 2 20 21 8 2 21 20 6 20 2 2 5 9 8 3 2 8 5
split_gain=0.0266097 0.0385843 0.071259 0.129553 0.0627412 0.0190228 0.0303558 0.0163212 0.0356082 0.0376788 0.0341254 0.0303134 0.030017 0.0230814 0.0279334 0.026439 0.0139629 0.0268864 0.0136908 0.0156547 0.0225208 0.0260077 0.0116888 0.0116479 0.00978035 0.00615496 0.0139976
threshold=-0.087444999999999995 -0.081804999999999989 -0.01257 -0.4345 -0.083589999999999984 -0.10223999999999998 -0.23598 -0.015724999999999999 -0.085594999999999991 -0.086414999999999992 -0.083495 -0.026109999999999998 -0.086489999999999997 -0.083204999999999987 -0.084999999999999992 -0.047309999999999998 -0.096934999999999993 -0.000135 -0.080744999999999997 -0.079844999999999985 -0.086109999999999992 0.088215000000000016 -0.092299999999999993 0.083955000000000016 -0.096664999999999987 -0.11550499999999998 -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 2 2
left_child=1 2 4 -4 23 -2 -7 11 9 -9 -10 13 -12 14 -8 -15 17 -3 -18 -20 21 -21 -22 -1 -25 26 -19
right_child=5 16 3 -5 -6 6 7 8 10 -11 12 -13 -14 15 -16 -17 18 25 19 20 22 -23 -24 24 -26 -27 -28
leaf_value=-0.00055173250501661987 0.001800649574932055 0.0025150448316821937 -0.00021117834372644416 -0.0070052222494451913 -0.0029106575617062896 -0.0021573570602865903 -0.00042993557211106913 0.00020384455033606389 -0.0025251714875575005 0.0033207691782856704 0.0021003497688380458 -0.0029045233599172709 5.9591026820959651e-05 0.00035257345900605453 0.0027172339195564292 -0.002579381005318797 0.00095330459759590763 -0.00073987389206557716 -0.0021980466585973819 0.0024752991787293553 -0.00043186230656925824 -0.00075871672880455804 -0.0020680921982430449 0.00011510045828387886 0.0019727164426409588 -0.00080901199298898877 0.0016571082895464413
leaf_weight=56 62 54 59 53 70 61 68 85 49 71 74 48 2062 60 47 61 63 48 54 50 139 48 64 50 67 64 48
leaf_count=56 62 54 59 53 70 61 68 85 49 71 74 48 2062 60 47 61 63 48 54 50 139 48 64 50 67 64 48
internal_value=0 -0.000525352 -0.00135569 -0.00343353 -0.00039464 7.69287e-05 3.68359e-05 8.81366e-05 0.000174843 0.00162769 7.0741e-05 -0.0006237 0.000130675 -0.000156334 0.000849181 -0.00111875 -5.76459e-05 0.0005946 -0.000393529 -0.000634851 -0.000351691 0.000882938 -0.000951751 0.000618671 0.00118586 -4.84344e-05 0.00045009
internal_weight=0 987 355 112 243 2748 2686 2625 2341 156 2185 284 2136 236 115 121 632 214 418 355 301 98 203 173 117 160 96
internal_count=3735 987 355 112 243 2748 2686 2625 2341 156 2185 284 2136 236 115 121 632 214 418 355 301 98 203 173 117 160 96
is_linear=0
shrinkage=0.0995203


Tree=3976
num_leaves=18
num_cat=0
split_feature=10 21 21 21 21 30 3 3 2 4 3 3 3 3 18 5 18
split_gain=0.0625513 0.0153959 0.0202366 0.0133016 0.0145335 0.0139317 0.0224487 0.0120431 0.0109437 0.0199816 0.0172724 0.0328482 0.0461275 0.0197505 0.0224852 0.0230871 0.0167069
threshold=0.093790000000000026 0.087625000000000022 0.086690000000000017 0.085470000000000018 0.083050000000000027 0.09116500000000001 0.13451500000000002 0.084735000000000019 0.13398000000000002 0.13279000000000005 0.10325000000000002 0.10850000000000003 0.11225500000000002 0.098455000000000029 0.11959500000000002 0.26676500000000009 -0.044484999999999997
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 7 -7 -1 10 -10 13 -12 -13 14 15 -3 -14
right_child=-2 8 -4 -5 -6 6 -8 -9 9 -11 11 12 16 -15 -16 -17 -18
leaf_value=0.00079066729300210511 -0.0029573648252437354 -0.00064665223336566615 0.0022556121933172153 -0.0010705415155433191 0.0016564959946446258 -0.0021830034498654472 0.00075137946432017795 0.00019100624838495778 -0.0022787884429379349 0.00039804315916945837 0.0021313422010870594 -0.0029468491932290257 -0.00026129665684179807 -0.0018363733100638271 0.0018102474364241942 0.0016839044135047992 0.0012357911143801778
leaf_weight=406 65 393 51 73 75 58 46 1854 62 49 89 46 156 82 51 47 139
leaf_count=406 65 393 51 73 75 58 46 1854 62 49 89 46 156 82 51 47 139
internal_value=0 0.000156639 0.000291005 0.000250793 0.000290677 0.000246998 -0.000877232 0.000299095 -0.000151765 -0.00108975 -4.71436e-05 0.000428671 -1.3321e-05 -0.000405641 -0.000165032 -0.000395846 0.000441336
internal_weight=0 3677 2563 2512 2439 2364 104 2260 1114 111 1003 430 341 573 491 440 295
internal_count=3742 3677 2563 2512 2439 2364 104 2260 1114 111 1003 430 341 573 491 440 295
is_linear=0
shrinkage=0.0995203


Tree=3977
num_leaves=22
num_cat=0
split_feature=10 20 21 17 6 22 19 21 9 9 9 18 18 10 5 1 1 1 8 18 0
split_gain=0.0507237 0.0133549 0.0158924 0.0401951 0.0109265 0.0110894 0.013954 0.028715 0.00958186 0.028825 0.028482 0.00957082 0.0204248 0.0169864 0.0238063 0.0143076 0.0301127 0.0282337 0.0216625 0.0179085 0.00940458
threshold=0.093790000000000026 -0.014955 -0.082669999999999993 -0.015464999999999998 -0.14723999999999998 0.079900000000000013 0.10345000000000003 0.089005000000000015 0.08951000000000002 0.088365000000000013 0.093335000000000015 -0.087864999999999985 -0.084629999999999997 0.086275000000000018 0.25642500000000007 -0.089819999999999997 -0.095674999999999996 0.0052600000000000017 -0.082094999999999987 -0.14734 -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
left_child=1 4 3 -3 -1 6 8 -8 9 -6 -10 15 -13 14 -14 16 19 18 -17 -4 -9
right_child=-2 2 11 -5 5 -7 7 20 10 -11 -12 12 13 -15 -16 17 -18 -19 -20 -21 -22
leaf_value=-0.0015843065145003357 -0.0026630472650145706 -0.00042232978718483559 0.0011268656936282079 0.0035173694550255669 4.6955776716582063e-05 0.0014623168727612517 -0.0030754880525031996 0.00065899201678034259 -0.0017782684058222991 0.0024013878090092494 0.0001563067709894506 0.0022403141407204771 0.00028967006777981649 0.0021007955316359201 -0.001760638308344546 -3.2802470690835011e-05 0.0020945790009009257 0.0011627725316583916 -0.0026153894526208649 -0.00095398179151814195 -0.0011158297507237384
leaf_weight=48 65 52 58 50 652 46 46 65 105 56 265 54 1627 49 58 54 68 50 82 138 54
leaf_count=48 65 52 58 50 652 46 46 65 105 56 265 54 1627 49 58 54 68 50 82 138 54
internal_value=0 0.000141095 0.000284557 0.00150087 -0.000109379 -5.38203e-05 -0.000110587 -0.000962987 1.91231e-05 0.000234338 -0.000390482 0.000228756 0.000332165 0.000272269 0.00021861 -0.000180302 0.00028841 -0.000849971 -0.00159597 -0.000334044 -0.00013951
internal_weight=0 3677 2340 102 1337 1289 1243 165 1078 708 370 2238 1788 1734 1685 450 264 186 136 196 119
internal_count=3742 3677 2340 102 1337 1289 1243 165 1078 708 370 2238 1788 1734 1685 450 264 186 136 196 119
is_linear=0
shrinkage=0.0995203


Tree=3978
num_leaves=25
num_cat=0
split_feature=10 1 1 6 6 0 9 3 26 6 2 6 3 9 1 3 17 0 17 5 26 5 3 4
split_gain=0.0411328 0.0126916 0.0187252 0.0142762 0.0236138 0.0406354 0.0247288 0.0538282 0.0205835 0.0185242 0.0165076 0.0234064 0.0274182 0.0392019 0.020599 0.0112757 0.0318738 0.0359353 0.0251253 0.0172398 0.056796 0.021882 0.0180786 0.0131703
threshold=0.093790000000000026 0.0015850000000000003 -0.000195 -0.07150999999999999 -0.095814999999999997 -0.092474999999999988 0.11351500000000002 0.14940500000000004 0.10439000000000002 -0.087825 -0.078244999999999995 0.004915000000000001 0.12870500000000004 0.09649000000000002 0.063010000000000024 0.084065000000000015 -0.012064999999999999 -0.087394999999999987 -0.081244999999999998 -0.094469999999999985 0.083235000000000017 -0.091229999999999992 0.084465000000000026 0.079660000000000022
decision_type=2 2 2 2 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 -6 7 8 -3 -7 14 12 13 -12 -5 16 18 -18 23 20 -17 -21 -23 -1
right_child=-2 3 -4 10 5 9 -8 -9 -10 -11 11 -13 -14 -15 -16 19 17 -19 -20 21 -22 22 -24 -25
leaf_value=0.0018205351659112776 -0.0023980203492488146 4.9661057927979285e-05 0.0020335992409417428 -0.0020348793462081427 -0.0032297958645982837 0.0011508995722203049 -0.0021329740380289209 0.0032430129940073599 -0.0020428387697325151 -0.001328333010941083 0.0040353988089470291 -0.00056786126724819852 -0.00044375458559404763 0.00040210988404761988 0.00053268848050976438 0.001370817428279105 0.00028990727517584945 0.0042029462319500962 -0.0017841883856485761 0.0019549202516981573 -0.0030660712024058335 -0.0017286082006580002 0.00018598210075789645 -0.00017385407081452127
leaf_weight=63 65 378 57 55 72 53 52 50 53 68 62 82 51 57 70 52 46 48 53 68 63 50 2007 67
leaf_count=63 65 378 57 55 72 53 52 50 53 68 62 82 51 57 70 52 46 48 53 68 63 50 2007 67
internal_value=0 0.000127097 0.000248253 -0.000154894 -0.000413412 -0.00135686 -7.02514e-05 0.000151044 -0.000205754 -0.000235623 0.00034077 0.000805954 0.00147343 0.00230196 -0.000590493 0.000207497 0.000807079 0.00229676 3.74112e-05 0.000132987 -0.00105271 0.000197539 0.000139046 0.000786361
internal_weight=0 3677 2574 1103 726 193 533 481 431 121 377 252 170 119 125 2517 277 94 183 2240 115 2125 2057 130
internal_count=3742 3677 2574 1103 726 193 533 481 431 121 377 252 170 119 125 2517 277 94 183 2240 115 2125 2057 130
is_linear=0
shrinkage=0.0995203


Tree=3979
num_leaves=22
num_cat=0
split_feature=10 1 1 6 6 9 3 0 6 6 9 2 21 21 1 1 5 5 3 5 0
split_gain=0.033355 0.0102966 0.0151793 0.011571 0.0191617 0.0210859 0.0440914 0.0204751 0.0156633 0.0144319 0.0159342 0.0135022 0.00986376 0.018457 0.0134697 0.00961813 0.00927888 0.0833742 0.0335719 0.0201847 0.0118251
threshold=0.093790000000000026 0.0015850000000000003 -0.000195 -0.07150999999999999 -0.09416999999999999 0.11351500000000002 0.14940500000000004 -0.094139999999999988 -0.099455000000000002 -0.06656999999999999 0.096385000000000012 -0.072419999999999998 -0.046224999999999995 -0.080634999999999998 0.078505000000000019 0.039665000000000013 -0.099349999999999994 -0.093875 0.088745000000000032 -0.091229999999999992 -0.14731999999999998
decision_type=2 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 4 5 6 8 -6 -3 -5 12 -12 13 -11 -14 -9 18 -18 -1 -19 -21
right_child=-2 3 -4 9 7 -7 -8 15 -10 10 11 -13 14 -15 -16 -17 17 19 -20 20 -22
leaf_value=0.0025513935770714764 -0.0021593686496789808 -0.00039955035206949274 0.0018312150712357686 0.001863966761376292 -0.0029420799145526079 -0.0019536588909856455 0.0029202679047152843 -0.0013948354714314775 0.0015008070769166875 0.0010371969517590531 -0.0019494947433817125 0.00019562365276640497 0.00021963794412779898 -0.0015679275915830636 0.0025454981370342258 0.00037589942723529826 -0.0039602607861527134 0.0020169379997299381 -0.00088934315858153225 -0.00095526321965710775 0.00022614311085480764
leaf_weight=65 65 401 57 51 52 54 50 65 48 63 58 57 55 47 46 56 48 61 49 87 2207
leaf_count=65 65 401 57 51 52 54 50 65 48 63 58 57 55 47 46 56 48 61 49 87 2207
internal_value=0 0.000114471 0.00022361 -0.000139479 -0.000372269 -8.47132e-05 0.000115897 -0.00128672 -0.000194571 0.00030664 6.04979e-05 -0.000879144 0.000576505 -6.84599e-05 0.00128705 -0.000568556 0.000186879 0.000144866 0.0010653 0.000228885 0.000180981
internal_weight=0 3677 2574 1103 726 553 499 173 449 377 326 115 211 110 101 121 2517 2403 114 2355 2294
internal_count=3742 3677 2574 1103 726 553 499 173 449 377 326 115 211 110 101 121 2517 2403 114 2355 2294
is_linear=0
shrinkage=0.0995203


Tree=3980
num_leaves=20
num_cat=0
split_feature=0 26 5 26 6 4 4 20 4 2 9 19 18 2 19 9 9 2 0
split_gain=0.0119091 0.0145152 0.0131554 0.0107933 0.017801 0.0148607 0.0229526 0.0250249 0.011833 0.011331 0.0104125 0.00922167 0.0277835 0.0177954 0.0153007 0.0137505 0.0153638 0.0132155 0.00511759
threshold=-0.068604999999999985 -0.16205499999999998 0.4115950000000001 -0.054024999999999997 -0.07990499999999999 0.11670500000000002 0.10477500000000002 -0.079864999999999992 0.094025000000000011 -0.077115000000000003 -0.081559999999999994 0.11028000000000003 -0.014319999999999999 -0.080254999999999993 0.10583000000000002 0.12912500000000005 0.10679000000000001 0.09556000000000002 -0.087504999999999986
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 11 8 9 6 7 -6 -3 -5 -10 14 -13 -14 15 16 17 -1 -15
right_child=1 3 -4 4 5 -7 -8 -9 10 -11 -12 12 13 18 -16 -17 -18 -19 -20
leaf_value=3.7586780842002191e-07 -0.0017442359766564189 0.0017481604416623203 0.0013374094180841302 -0.00039241436120391514 -0.0019625832810785744 0.0015035581502322705 -0.0023501166451953552 0.00021312655104995895 -0.0010171823940384453 -0.0025000049522923267 0.00095742036895946265 -0.002505440597169342 0.0014797870193377425 -1.5175605959593451e-05 0.0018827340297284071 0.0017205759483746553 -0.0013110802241094628 0.00075499482273368114 -0.0014355012359449704
leaf_weight=2127 67 52 81 46 61 48 50 368 56 59 50 55 58 54 47 49 81 258 49
leaf_count=2127 67 52 81 46 61 48 50 368 56 59 50 55 58 54 47 49 81 258 49
internal_value=0 -0.000336106 8.68155e-05 -0.000215646 -0.000400304 -0.000162815 -0.000331509 -9.43321e-05 0.000517805 -0.00158448 -7.80431e-05 5.00564e-05 -0.00057384 8.09401e-05 0.000102976 6.93907e-05 3.62492e-05 8.23509e-05 -0.000698813
internal_weight=0 857 2859 790 632 527 479 429 158 105 106 2778 216 161 2562 2515 2466 2385 103
internal_count=3716 857 2859 790 632 527 479 429 158 105 106 2778 216 161 2562 2515 2466 2385 103
is_linear=0
shrinkage=0.0995203


Tree=3981
num_leaves=20
num_cat=0
split_feature=28 0 0 21 0 18 9 9 0 18 18 4 4 9 18 0 8 0 17
split_gain=0.0104786 0.00978429 0.0137433 0.0136322 0.0206774 0.01811 0.0211126 0.0549916 0.0174936 0.010604 0.021796 0.0216351 0.0709634 0.0315365 0.0184647 0.0171508 0.0135509 0.012651 0.014941
threshold=0.10217500000000003 -0.071029999999999996 -0.069569999999999993 0.11639500000000003 -0.052884999999999995 0.10927000000000002 0.10892000000000003 0.09550500000000002 -0.059114999999999994 0.082540000000000016 0.086800000000000016 0.087495000000000031 0.10845500000000002 0.083925000000000013 0.0057900000000000009 -0.073219999999999993 -0.052214999999999998 -0.075709999999999986 0.51326500000000019
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 -5 6 7 -4 -8 14 -11 13 -13 -12 15 17 -15 18 -1
right_child=-2 2 3 4 -6 -7 8 -9 -10 10 11 12 -14 16 -16 -17 -18 -19 -20
leaf_value=9.5776895985346869e-05 -0.0015022610005936774 -0.0016536008468756482 -0.00019842451760495458 0.0023635329607166354 -0.0001848109646759387 0.0010912175533047024 -0.00044536998763450102 -0.0025407045261838569 0.0022038122999505469 0.0021656663571685249 -0.0024960021445506134 0.0044953718166634493 -0.00069069801408327242 -6.6136429887419392e-06 -0.0018240414128754981 0.0017424490347798295 0.0014231710764784134 -0.0014697166221281689 -0.0012696576193049229
leaf_weight=1799 46 66 435 50 84 79 50 129 48 66 46 46 60 382 54 57 79 57 83
leaf_count=1799 46 66 435 50 84 79 50 129 48 66 46 46 60 382 54 57 79 57 83
internal_value=0 9.05488e-06 -0.000267427 -0.000161934 0.000759955 -0.00032975 -0.000500558 -0.00073561 0.000843836 0.00010469 0.00044558 0.000259047 0.00155214 -9.68845e-06 -7.82028e-06 4.09059e-05 0.000236628 -8.69155e-06 3.51235e-05
internal_weight=0 3670 941 875 134 741 662 564 98 2729 679 613 106 507 2050 1996 461 1939 1882
internal_count=3716 3670 941 875 134 741 662 564 98 2729 679 613 106 507 2050 1996 461 1939 1882
is_linear=0
shrinkage=0.0995203


Tree=3982
num_leaves=14
num_cat=0
split_feature=28 10 7 27 27 9 4 3 4 8 8 5 11
split_gain=0.00849573 0.00895551 0.0101633 0.0103186 0.0251378 0.0147493 0.015372 0.0148816 0.0133607 0.0113522 0.0170292 0.0101166 0.0083599
threshold=0.10217500000000003 0.096215000000000023 -0.10984999999999999 0.083160000000000026 0.087140000000000009 -0.063329999999999984 0.13744000000000003 0.089895000000000017 0.11860000000000002 -0.071594999999999992 -0.082654999999999992 -0.056974999999999998 -0.079369999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 8 12 -7 10 -6 -9 -4
right_child=-2 -3 3 4 9 6 -8 11 -10 -11 -12 -13 -14
leaf_value=-0.0012343019831976062 -0.0013527556733403899 0.0012924717504158268 0.00084246270392746546 -0.0023491725250236301 0.00013856250608378095 5.8823956414633672e-06 -0.0017055746757983971 0.0005882752905561838 0.001482576818195803 0.0012639877145045263 -0.0019515530872598131 0.0024620395500994188 -0.0010053372944958353
leaf_weight=66 46 53 50 61 140 2920 51 54 62 49 53 64 47
leaf_count=66 46 53 50 61 140 2920 51 54 62 49 53 64 47
internal_value=0 8.06495e-06 -1.05292e-05 1.19857e-05 -0.000543166 6.40268e-05 7.29048e-06 0.000860597 3.68595e-05 -8.45493e-05 -0.000431166 0.00161149 -4.44237e-05
internal_weight=0 3670 3617 3551 303 3248 3033 215 2982 242 193 118 97
internal_count=3716 3670 3617 3551 303 3248 3033 215 2982 242 193 118 97
is_linear=0
shrinkage=0.0995203


Tree=3983
num_leaves=23
num_cat=0
split_feature=0 26 5 26 3 3 3 2 2 6 26 5 3 8 0 0 0 21 8 0 1 3
split_gain=0.00883474 0.013599 0.0110855 0.0305286 0.0107418 0.0462161 0.0233649 0.0223559 0.0332679 0.0197463 0.0136793 0.00998371 0.0148491 0.00904423 0.00845293 0.031828 0.0163515 0.00685954 0.0234736 0.0141521 0.0359161 0.00763778
threshold=-0.068604999999999985 -0.16205499999999998 0.27139000000000008 0.091025000000000023 0.098225000000000021 0.10426500000000002 0.092395000000000019 -0.082704999999999987 -0.24151999999999998 -0.07990499999999999 1.0000000180025095e-35 0.19791500000000004 -0.0043349999999999994 -0.012839999999999999 -0.071799999999999989 -0.070134999999999989 -0.07298499999999998 -0.091104999999999992 -0.080924999999999983 -0.23032 0.024780000000000007 0.14940500000000004
decision_type=2 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 14 -4 6 -6 11 8 -7 -9 -11 12 13 -3 16 -16 17 18 -1 20 -19 -21
right_child=1 4 3 -5 5 7 -8 9 -10 10 -12 -13 -14 -15 15 -17 -18 19 -20 21 -22 -23
leaf_value=0.00083527427128278183 -0.0016508306095302295 0.0011121957225473929 0.0024814917733877707 -0.00066525916008842328 -0.003186308964380167 -0.00040136316457626815 0.0022194990846769974 -0.0019637321147724165 0.0027741196735173762 -0.001130014224905709 0.00035634597878464664 0.00096962587429484876 -0.0020503552735995009 -0.00080859856985224352 0.0027926134663934432 -0.00088047612035796865 -0.0018582720157975857 0.0031367077992651574 -0.0021683497105797886 -1.3896481588345656e-05 -0.00025984524924757817 0.0012171688646944777
leaf_weight=48 67 47 65 57 54 74 53 75 58 92 183 58 46 50 47 46 46 51 55 2316 77 51
leaf_count=48 67 47 65 57 54 74 53 75 58 92 183 58 46 50 47 46 46 51 55 2316 77 51
internal_value=0 -0.000288119 7.61455e-05 0.00100458 -0.000171511 -0.000424835 0.000359838 -0.000113759 0.000987724 -0.000531514 -0.000137932 -0.000126449 -0.000576735 0.000113656 3.4462e-05 0.000967015 1.35083e-06 3.45923e-05 -0.000760655 6.77503e-05 0.00108707 1.22825e-05
internal_weight=0 857 2859 122 790 536 254 482 132 350 275 201 143 97 2737 93 2644 2598 103 2495 128 2367
internal_count=3716 857 2859 122 790 536 254 482 132 350 275 201 143 97 2737 93 2644 2598 103 2495 128 2367
is_linear=0
shrinkage=0.0995203


Tree=3984
num_leaves=26
num_cat=0
split_feature=6 5 8 9 3 3 2 1 18 18 2 3 2 9 2 2 2 2 2 9 9 2 4 1 3
split_gain=0.0213403 0.0232642 0.0458549 0.110095 0.0187609 0.0738054 0.0470729 0.0169318 0.0394986 0.0178922 0.0317779 0.0466495 0.0317519 0.0245492 0.0199783 0.0211259 0.0173521 0.0847075 0.0505435 0.0267154 0.0383413 0.0224792 0.0164668 0.012462 0.00842297
threshold=0.099330000000000016 -0.013944999999999999 -0.083294999999999994 0.091750000000000012 0.097880000000000023 0.10871500000000002 -0.075209999999999985 -0.50158499999999984 -0.117225 -0.090899999999999995 -0.096664999999999987 0.089535000000000017 -0.088554999999999995 0.11640000000000002 -0.08385999999999999 -0.079844999999999985 -0.085599999999999996 -0.086050000000000001 -0.086440000000000003 0.094010000000000024 0.09271500000000002 -0.065379999999999994 0.094025000000000011 -0.053299999999999993 0.10341500000000002
decision_type=2 2 2 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 -4 6 -6 -3 8 -1 10 11 -9 -12 16 -14 -16 17 18 -11 20 -18 -21 -10 -5 -15
right_child=1 4 3 23 5 -7 -8 9 22 13 12 -13 14 24 15 -17 19 -19 -20 21 -22 -23 -24 -25 -26
leaf_value=-0.0034613261280707843 -0.0011406751045120068 0.00063288142530594949 0.0064655688340250848 0.0016556695219322151 0.0037270537413093938 -0.0010160844237801434 -0.0032409862561486643 -3.3464184344845693e-05 0.0010657753576266374 -0.00055324491740860291 -0.0021231950321077093 0.0040530130660408016 0.001864480416548844 0.0024832576458562743 -0.0014096531347845013 0.00056347400860692833 7.4257513292668844e-05 -0.0046468056588790376 0.002707399033283488 -0.00044737666665371078 0.0025988651150089942 -0.0028127850960500897 -0.0012093500944582579 -0.00061614626397965457 0.00057096243935429269
leaf_weight=46 46 91 46 48 56 77 47 53 64 494 52 57 83 46 69 242 1556 47 52 187 62 51 62 47 48
leaf_count=46 46 91 46 48 56 77 47 53 64 494 52 57 83 46 69 242 1556 47 52 187 62 51 62 47 48
internal_value=0 0.000721359 0.00157561 0.00246759 0.00012887 0.000974872 -0.000680548 -3.73072e-06 -0.000965065 4.93609e-05 0.000560917 0.00207663 0.00018525 -6.21636e-05 0.000491996 0.000123074 -0.000123052 -0.000591768 -0.000241208 2.6263e-05 0.000171504 -0.00095769 -4.72338e-05 0.000523102 0.00151548
internal_weight=0 458 187 141 271 133 138 3271 172 3099 556 110 446 2543 394 311 2449 593 546 1856 1618 238 126 95 94
internal_count=3729 458 187 141 271 133 138 3271 172 3099 556 110 446 2543 394 311 2449 593 546 1856 1618 238 126 95 94
is_linear=0
shrinkage=0.0995203


Tree=3985
num_leaves=20
num_cat=0
split_feature=6 17 1 1 1 1 1 8 4 17 5 5 5 20 29 17 8 5 8
split_gain=0.0173377 0.0384919 0.067176 0.0439702 0.0270545 0.0216532 0.0143865 0.0216154 0.0224881 0.0158751 0.0305727 0.0369831 0.0356186 0.0308978 0.020919 0.0201012 0.0147795 0.0215824 0.0179572
threshold=0.10877500000000002 0.0065250000000000013 -0.068094999999999989 -0.052259999999999994 -0.049499999999999995 -0.084059999999999996 -0.50158499999999984 0.041960000000000011 0.085720000000000018 0.0041300000000000009 -0.0063549999999999995 -0.014739999999999998 -0.02504 -0.085594999999999991 -0.085279999999999995 1.0000000180025095e-35 -0.092299999999999993 -0.14653999999999998 -0.090440000000000006
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 -2 7 8 -1 14 11 12 13 -11 -8 16 17 -16 -18
right_child=1 2 3 -5 -6 -7 9 -9 -10 10 -12 -13 -14 -15 15 -17 18 -19 -20
leaf_value=-0.0031611308397769895 1.3138919553173053e-05 0.0046587869774662154 -0.0015467965060332533 0.0022505612272805064 0.001243477780290565 -0.0029768737686053127 0.0019961995553777353 0.00085951350744198156 -0.0004213114702962362 0.0018558750934406542 -0.0022707442035634967 0.0024909692444628952 -0.0025494437697004416 -0.00032310493124152042 -0.00036446843092616325 0.0020585334762156121 -0.0014937728291605427 0.0012468536859352487 4.8511909652167173e-05
leaf_weight=52 49 55 57 64 62 46 62 50 71 72 72 50 64 612 126 53 78 234 1800
leaf_count=52 49 55 57 64 62 46 62 50 71 72 72 50 64 612 126 53 78 234 1800
internal_value=0 0.000761933 0.00177331 0.000454958 -0.000366622 -0.00142604 9.17342e-06 -0.000874661 -0.00158627 5.68687e-05 -0.000306008 -0.000127712 -0.000303852 -9.25417e-05 0.000191387 0.000142187 9.64384e-05 0.000680617 -1.51088e-05
internal_weight=0 333 176 121 157 95 3396 173 123 3223 870 798 748 684 2353 2291 2238 360 1878
internal_count=3729 333 176 121 157 95 3396 173 123 3223 870 798 748 684 2353 2291 2238 360 1878
is_linear=0
shrinkage=0.0995203


Tree=3986
num_leaves=23
num_cat=0
split_feature=6 3 3 1 3 6 8 8 36 2 8 8 26 1 8 8 6 26 8 8 10 1
split_gain=0.0147959 0.016563 0.0423214 0.0384911 0.0369289 0.0415608 0.0379326 0.0440111 0.013436 0.0133272 0.0149724 0.0128062 0.0211132 0.0230655 0.0206826 0.0189318 0.0698401 0.0165554 0.0164219 0.0159661 0.0131849 0.018326
threshold=0.099330000000000016 0.10850000000000003 0.14530500000000005 -0.061135000000000002 0.097880000000000023 0.11816500000000002 -0.083294999999999994 -0.077784999999999993 0.091370000000000021 0.31534000000000012 -0.51030999999999993 -0.083390000000000006 0.082850000000000021 0.005935000000000001 -0.082184999999999994 -0.084554999999999991 -0.007045 0.078560000000000019 -0.085385000000000003 -0.082654999999999992 0.086275000000000018 -0.50158499999999984
decision_type=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 4 3 -3 5 6 -2 -8 9 11 -11 12 13 17 19 18 -17 -1 -14 -13 21 -16
right_child=1 2 -4 -5 -6 -7 7 -9 -10 10 -12 14 15 -15 20 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.00013825211113240325 -0.0011373348643332973 0.00046017533187510634 0.0021165241979573487 -0.0035334737645138724 0.0027209767577872621 -0.0017740180075231939 0.0041018859058686193 0.00013752601867106929 0.001483007146786734 0.0001211721751838586 -0.0020091141138577186 -0.00038484838871514826 3.2152019993567369e-05 0.0023959446084431133 -0.0013616753968391799 -0.00086366222752954735 0.0040442973528767821 0.0020393762890117762 -0.0013494120327436285 -0.0027134138051749255 0.0011105676374281556 -4.2093136302984258e-05
leaf_weight=137 48 48 48 47 89 66 58 54 59 60 70 67 750 85 112 67 50 46 96 53 89 1530
leaf_count=137 48 48 48 47 89 66 58 54 59 60 70 67 750 85 112 67 50 46 96 53 89 1530
internal_value=0 0.000598805 -0.000284996 -0.00150701 0.00100262 0.000322301 0.00119215 0.00219781 -4.91883e-06 -3.25049e-05 -0.00101961 8.86596e-06 0.000257877 0.00103928 -0.000156295 3.95653e-05 0.00122676 0.000404657 -0.000123654 -0.00142012 -6.82089e-05 -0.0001326
internal_weight=0 458 143 95 315 226 160 112 3271 3212 130 3082 1231 268 1851 963 117 183 846 120 1731 1642
internal_count=3729 458 143 95 315 226 160 112 3271 3212 130 3082 1231 268 1851 963 117 183 846 120 1731 1642
is_linear=0
shrinkage=0.0995203


Tree=3987
num_leaves=19
num_cat=0
split_feature=8 36 8 8 18 9 8 5 3 9 3 8 8 8 3 5 27 3
split_gain=0.0105255 0.0137819 0.011907 0.00920826 0.0264651 0.0179361 0.0282811 0.0228478 0.0190129 0.0315202 0.02492 0.0160227 0.0296637 0.0155152 0.0152427 0.0286899 0.0331973 0.015384
threshold=-0.49499500000000002 0.091370000000000021 -0.53420999999999996 -0.098504999999999995 -0.089234999999999995 0.089025000000000021 -0.09547499999999999 0.62720500000000012 0.097595000000000029 1.0000000180025095e-35 0.094285000000000022 -0.07743499999999999 -0.083390000000000006 -0.07594999999999999 0.14166500000000004 -0.11930499999999999 0.076195000000000027 0.10089500000000003
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 -2 6 -5 11 10 -10 -8 12 -7 -13 15 16 -6 -17
right_child=1 -3 -4 5 14 7 8 -9 9 -11 -12 13 -14 -15 -16 17 -18 -19
leaf_value=0.00023642746332439249 0.0027391151475229768 0.0016127655818190946 -0.0019103750480020923 -0.0026267567299131747 -0.0026865362642789488 -0.00029128390161199278 -3.2368452390682484e-05 0.0020824831714805069 -0.00038549593112934737 -0.0029986904494727533 0.0020925813569105402 -0.0017451044499197763 0.0015883472462380225 7.5097745939168767e-05 0.0015859770948583659 0.00014923430778342376 0.00038161173628968055 0.0024017831544607096
leaf_weight=46 47 58 56 46 68 145 1320 67 390 52 57 49 193 864 65 89 71 46
leaf_count=46 47 58 56 46 68 145 1320 67 390 52 57 49 193 864 65 89 71 46
internal_value=0 9.03884e-05 -0.000934184 6.54188e-05 0.0005245 9.48923e-06 -0.000188843 0.000290755 -0.000126742 -0.000694783 5.4998e-05 0.000194141 0.000779575 -2.16945e-05 0.000215043 -0.000107191 -0.00111346 0.000922834
internal_weight=0 3627 102 3569 386 3183 1865 1318 1819 442 1377 1251 338 913 339 274 139 135
internal_count=3729 3627 102 3569 386 3183 1865 1318 1819 442 1377 1251 338 913 339 274 139 135
is_linear=0
shrinkage=0.0995203


Tree=3988
num_leaves=21
num_cat=0
split_feature=3 6 3 2 3 3 2 2 3 9 9 8 2 1 18 2 11 9 1 8
split_gain=0.00947502 0.0358542 0.0161074 0.0139887 0.0353536 0.0207467 0.0175761 0.0200624 0.017342 0.0138713 0.0269328 0.0384431 0.0175434 0.0131162 0.0218334 0.0255041 0.0234586 0.0121146 0.0155309 0.0119742
threshold=0.083875000000000019 0.087075000000000027 0.084290000000000018 -0.112555 0.092115000000000016 0.10426500000000002 -0.086554999999999993 -0.085804999999999992 0.11360500000000003 0.093425000000000022 0.08758500000000001 -0.081234999999999988 -0.095204999999999998 -0.090104999999999991 -0.0092699999999999987 -0.082704999999999987 -1.0000000180025095e-35 0.15091000000000004 0.40780000000000011 -0.01187
decision_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 -2 4 -4 -6 9 -8 -7 10 11 -5 -12 19 -15 -16 -17 18 -9 -1
right_child=2 -3 3 6 5 8 7 17 -10 -11 12 -13 -14 14 15 16 -18 -19 -20 -21
leaf_value=-3.256924172753366e-05 0.0015254194981946325 -0.0030036594131007737 0.0028081213573265106 -0.0010770937662017491 -0.0014439502275034465 0.0017569245353261716 0.0015687493053785559 8.068227387660275e-05 -0.00033499083823730857 0.00049286146329457375 -0.0010656334928440673 0.0019798420754553298 -0.0036080138723676818 0.0021368140042942667 -0.0020675090126468835 -0.00052039286663025654 0.0021311885345846214 0.0016220900495715002 -0.00086522473622993471 -0.00220595275364206
leaf_weight=57 76 47 63 149 60 80 88 2268 76 87 64 56 48 52 51 82 55 47 186 46
leaf_count=57 76 47 63 149 60 80 88 2268 76 87 64 56 48 52 51 82 55 47 186 46
internal_value=0 -0.000425449 9.26946e-05 5.9166e-05 0.000733157 0.000124168 -3.38827e-06 9.16039e-05 0.000732539 -0.000614164 -0.000920567 -0.000238035 -0.00216254 -6.97796e-05 0.000330817 -0.000164361 0.000538136 3.93018e-05 8.65401e-06 -0.00101115
internal_weight=0 390 3348 3272 279 216 2993 2589 156 404 317 205 112 343 240 188 137 2501 2454 103
internal_count=3738 390 3348 3272 279 216 2993 2589 156 404 317 205 112 343 240 188 137 2501 2454 103
is_linear=0
shrinkage=0.0995203


Tree=3989
num_leaves=19
num_cat=0
split_feature=10 8 20 1 5 1 8 9 1 2 0 5 0 1 1 5 6 0
split_gain=0.0130209 0.0111188 0.0153317 0.017626 0.0636608 0.0180057 0.0276463 0.0329229 0.0138344 0.0297246 0.0238375 0.0382005 0.0335071 0.0165701 0.02369 0.0147839 0.0105875 0.00947348
threshold=0.09056500000000002 -0.092299999999999993 -0.09280999999999999 0.005935000000000001 -0.25464999999999999 -0.010764999999999999 -0.094375000000000001 0.08597500000000001 0.40780000000000011 0.11804000000000002 -0.19126499999999999 -0.091729999999999992 -0.14680499999999999 0.15756500000000004 0.10055500000000002 -0.49053999999999998 -0.11796999999999999 -0.11170000000000001
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 16 6 7 -4 10 15 11 -3 -12 14 -14 -10 17 -5
right_child=-2 8 3 4 -6 -7 -8 -9 9 -11 12 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.00094146758772164596 0.0012449917624583785 0.0034933313683703266 0.0010671323112910597 -0.0011746239234210747 0.0043492652693879275 -0.001333847314207283 0.0026815197366568898 -0.0013780999649387999 0.0010569473629641363 -0.0028940648297399365 -0.0022132549337049324 -8.9694441823158827e-06 -2.4633127177594617e-05 0.0013124466402657908 -0.0021714342642114824 -0.00097207530534280516 0.0014573742514807967 0.00069467424696892865
leaf_weight=75 86 49 128 55 51 67 47 95 60 53 71 82 2486 89 52 87 53 52
leaf_count=75 86 49 128 55 51 67 47 95 60 53 71 82 2486 89 52 87 53 52
internal_value=0 5.8204e-06 0.000388924 0.000572497 0.00128621 0.0001232 0.000487796 2.17704e-05 -7.27054e-05 -0.000872696 -1.58596e-05 0.0012948 -7.98016e-05 -2.1829e-05 -6.89406e-05 -0.000138334 0.000304748 -0.000258529
internal_weight=0 3652 623 548 211 337 270 223 3029 200 2829 131 2698 2627 2538 147 160 107
internal_count=3738 3652 623 548 211 337 270 223 3029 200 2829 131 2698 2627 2538 147 160 107
is_linear=0
shrinkage=0.0995203


Tree=3990
num_leaves=18
num_cat=0
split_feature=10 8 18 4 9 9 9 1 2 0 5 0 6 20 9 8 1
split_gain=0.0105589 0.0100398 0.0171226 0.0164313 0.0306519 0.0235096 0.0208677 0.0104706 0.0297961 0.019102 0.0309946 0.0220135 0.0133427 0.0124172 0.0200919 0.0154464 0.00866986
threshold=0.09056500000000002 -0.098504999999999995 -0.064454999999999998 0.11541000000000003 -0.042790000000000002 0.083110000000000031 0.088035000000000016 0.40780000000000011 -0.026175 -0.19126499999999999 -0.091729999999999992 -0.14731999999999998 -0.36821999999999994 0.0057800000000000013 0.090775000000000022 -0.09547499999999999 -0.080500000000000002
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 -4 -7 9 -9 10 -3 -11 -10 15 -15 -13 -8
right_child=-2 7 3 4 -6 6 16 8 12 11 -12 13 -14 14 -16 -17 -18
leaf_value=0.0019787915251898059 0.0011210898594203186 0.0031456743510032532 -0.0016230591759825502 0.002195072891081281 -0.00062093369935356968 0.002047578446656598 0.00064146262683990385 0.0011518805497585257 -0.00070820269952270453 -0.0018197667442393134 -8.0768000106619937e-06 -0.0017249142684785531 -0.0026373427627188872 0.0016215768693600818 -0.0005818578901865656 -3.8549401860088385e-05 -0.0011614549688046844
leaf_weight=62 86 49 87 90 66 52 46 59 91 69 82 55 60 109 65 2549 61
leaf_count=62 86 49 87 90 66 52 46 59 91 69 82 55 60 109 65 2549 61
internal_value=0 5.17422e-06 0.000437902 0.000198216 0.000998438 -0.000305914 0.000409639 -5.75507e-05 -0.000736791 -9.37776e-06 0.00116532 -6.37172e-05 -0.00148017 -1.98057e-05 0.00079375 -7.44821e-05 -0.000378718
internal_weight=0 3652 464 402 156 246 159 3188 210 2978 131 2847 151 2778 174 2604 107
internal_count=3738 3652 464 402 156 246 159 3188 210 2978 131 2847 151 2778 174 2604 107
is_linear=0
shrinkage=0.0995203


Tree=3991
num_leaves=25
num_cat=0
split_feature=3 17 3 1 17 8 17 21 8 26 26 8 17 1 8 26 21 0 26 17 2 8 4 21
split_gain=0.00922121 0.0357114 0.0162947 0.0165641 0.020496 0.0187307 0.0392099 0.0435535 0.0231838 0.0225356 0.0218621 0.0214116 0.0166467 0.0279425 0.0170047 0.0238967 0.0141805 0.0122369 0.0120108 0.0181841 0.015948 0.0166637 0.0156582 0.0115841
threshold=0.11125500000000002 -0.54441499999999998 0.10850000000000003 -0.085739999999999997 0.093960000000000016 -0.091600000000000001 -0.0020399999999999997 0.084485000000000018 -0.089779999999999985 0.090845000000000023 0.086760000000000018 -0.088634999999999992 -0.017704999999999995 -0.09225499999999999 -0.091284999999999991 0.092385000000000023 -0.091104999999999992 -0.071484999999999993 -0.23033499999999998 -0.45712999999999998 -0.074679999999999983 0.0017700000000000003 0.10234000000000003 0.092005000000000017
decision_type=2 2 2 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 12 6 7 -5 -7 10 -8 -10 14 -14 -1 -16 -13 -4 -3 -20 22 23 -21 -22
right_child=1 18 17 5 -6 8 9 -9 11 -11 -12 16 13 -15 15 -17 -18 -19 19 20 21 -23 -24 -25
leaf_value=-0.0018075129782977883 0.0029031022433758623 0.0014820874906166079 -0.0024789657982210406 0.0035365302096606998 0.0012663003041227996 -0.0016644271484772457 0.00017839295073138458 -0.00026534462017459244 0.0021977017993573228 0.0014646078839193829 -0.0023984892260346521 -0.0014084375735877212 -0.00028574508117687675 -0.0035746087044591364 8.2511175505224459e-05 -0.0021343013573858352 8.0402871065549708e-05 -0.00019961794238798855 -0.001355411417181683 0.0024541755956720055 0.00058441307093480392 -0.0017324779059684188 0 -0.00044073574816654796
leaf_weight=71 50 62 47 83 65 79 89 46 46 67 51 66 59 46 441 54 1575 48 82 57 278 50 47 179
leaf_count=71 50 62 47 83 65 79 89 46 46 67 51 66 59 46 441 54 1575 48 82 57 278 50 47 179
internal_value=0 0.000326416 -5.374e-05 -1.05317e-05 -0.000417118 0.000131442 0.000812527 0.00217448 1.39497e-06 -3.22707e-05 -0.000754482 7.98885e-05 -0.000581411 -0.00173438 -0.000366075 -0.000157669 2.00237e-05 -0.00133591 0.00015469 3.47519e-05 0.00022266 -6.01348e-06 0.00134532 0.000181086
internal_weight=0 805 2933 2838 736 2102 336 129 1766 207 140 1687 671 105 566 495 1641 95 755 693 611 507 104 457
internal_count=3738 805 2933 2838 736 2102 336 129 1766 207 140 1687 671 105 566 495 1641 95 755 693 611 507 104 457
is_linear=0
shrinkage=0.0995203


Tree=3992
num_leaves=8
num_cat=0
split_feature=20 12 10 10 20 5 1
split_gain=0.019219 0.0172946 0.0219158 0.0129692 0.0099212 0.0120551 0.0117215
threshold=-0.24910499999999999 0.098385000000000028 0.09056500000000002 0.086165000000000019 -0.15615999999999999 -0.53979999999999995 -0.078729999999999994
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7
right_child=1 -3 -4 -5 5 6 -8
leaf_value=0.0015893236740669862 -0.0012936112764622568 -0.001927461109758926 0.0017008136427679272 -0.001392379422038252 -0.0011620392775788667 -0.00021431062398325873 0.00017704892037335028
leaf_weight=74 59 47 73 69 85 1173 2139
leaf_count=74 59 47 73 69 85 1173 2139
internal_value=0 -3.07045e-05 -5.70001e-06 -4.12728e-05 -1.40607e-05 7.92188e-06 3.81952e-05
internal_weight=0 3645 3598 3525 3456 3397 3312
internal_count=3719 3645 3598 3525 3456 3397 3312
is_linear=0
shrinkage=0.0995203


Tree=3993
num_leaves=21
num_cat=0
split_feature=21 5 20 1 0 0 0 2 1 17 3 0 1 18 20 1 18 18 4 18
split_gain=0.0172775 0.0161711 0.0218889 0.0141755 0.0264702 0.0467984 0.0464311 0.0436525 0.0347397 0.0142803 0.0420208 0.0264659 0.0103242 0.0350158 0.0129864 0.023345 0.0172105 0.0232757 0.0165034 0.012173
threshold=-0.10962999999999999 -0.53979999999999995 -0.042414999999999994 -0.067015000000000005 -0.086474999999999996 -0.085794999999999996 -0.087184999999999999 -0.082275000000000001 -0.086814999999999989 0.07134500000000002 0.096265000000000031 -0.084534999999999985 -0.053299999999999993 -0.064454999999999998 -0.081189999999999998 -0.035694999999999998 0.094870000000000024 0.12892000000000003 0.086380000000000026 0.087505000000000013
decision_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 4 6 -6 7 8 -3 11 -11 -7 13 -5 15 -14 19 -18 -17 -16
right_child=1 3 -4 12 5 9 -8 -9 -10 10 -12 -13 14 -15 16 18 17 -19 -20 -21
leaf_value=0.0015279795258563156 -0.0027494565373446006 -0.00058927382128260992 0.00019588711920599358 -0.00085021073217728766 0.0027882257732028334 0.0018763722872422099 -0.0038419006223257579 -0.0023193837119856397 0.0025640300436753894 -0.0022575246543729533 0.00069148231099363199 -0.00014280236823018756 0.0026846806054010423 0.0028090235762666445 4.0019865483860209e-05 0.00058930518602824493 -0.0020657354113468901 0.00011157319637585145 -0.00095925687138095699 0.0016764212482104442
leaf_weight=72 50 99 49 47 56 69 50 84 53 107 86 942 46 57 1109 421 91 103 81 47
leaf_count=72 50 99 49 47 56 69 50 84 53 107 86 942 46 57 1109 421 91 103 81 47
internal_value=0 -2.88051e-05 -0.00128339 5.97102e-06 -0.000220158 -2.33014e-05 -0.00108457 -0.000496918 0.000504848 -0.00015475 -0.000939218 -4.18539e-06 0.000181003 0.00114746 0.000127616 0.000536301 -3.76742e-05 -0.000905522 0.000337807 0.00010726
internal_weight=0 3647 99 3548 1546 1260 286 236 152 1204 193 1011 2002 104 1898 548 1350 194 502 1156
internal_count=3719 3647 99 3548 1546 1260 286 236 152 1204 193 1011 2002 104 1898 548 1350 194 502 1156
is_linear=0
shrinkage=0.0995203


Tree=3994
num_leaves=22
num_cat=0
split_feature=21 5 5 6 6 21 0 5 8 8 6 0 0 17 17 17 20 17 20 6 26
split_gain=0.0140368 0.0108242 0.022403 0.00918843 0.0138711 0.0336532 0.0137058 0.0536219 0.080813 0.0463402 0.0438364 0.0383172 0.034683 0.0157404 0.0411498 0.0211938 0.01112 0.0409331 0.069585 0.0207064 0.0123335
threshold=-0.10223999999999998 -0.53979999999999995 -0.55105499999999996 -0.0065449999999999996 -0.0097999999999999979 -0.026109999999999998 -0.086474999999999996 -0.011514999999999999 -0.086844999999999992 -0.089044999999999999 0.085465000000000027 -0.085794999999999996 -0.089449999999999988 0.07134500000000002 0.13629500000000003 0.021725000000000005 -0.085594999999999991 -0.095109999999999986 -0.090514999999999998 -0.015744999999999999 -0.054024999999999997
decision_type=2 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 16 -6 7 9 -9 12 -11 -8 -5 15 -15 -13 17 -3 -19 20 -18
right_child=1 3 -4 6 5 -7 11 8 -10 10 -12 13 -14 14 -16 -17 19 18 -20 -21 -22
leaf_value=0.0013136677968478563 0.00046238353183799505 -0.0011337916212992934 -0.002535827718858877 0.00019820646532077134 0.0027924156958240749 -0.00064839368991499648 0.0024920113903338227 0.00012572940388780134 -0.0046973547881916013 -0.00017430055178255265 0.0041313529606581785 -0.00011512265709805887 -0.0029586063115566324 -0.0033181238644536403 -0.00019468474678037759 0.0012196376954408945 0.00067223582162965188 0.00021031546226740497 0.0047681794814066238 -0.001722586066088667 -8.2900898457481437e-05
leaf_weight=79 48 77 50 101 62 51 58 69 68 47 46 973 52 52 216 134 269 104 49 67 1047
leaf_count=79 48 77 50 101 62 51 58 69 68 47 46 973 52 52 216 134 269 104 49 67 1047
internal_value=0 -2.72161e-05 -0.00105896 1.09914e-06 0.000165745 0.00123224 -0.000154936 -0.000683825 -0.00226224 0.000191882 0.00194658 -1.30081e-05 -0.000869347 -0.00011927 -0.00080378 4.57078e-05 9.05233e-05 0.000731356 0.00167538 -1.54585e-05 7.08325e-05
internal_weight=0 3640 98 3542 1726 113 1816 383 137 246 93 1433 153 1375 268 1107 1613 230 153 1383 1316
internal_count=3719 3640 98 3542 1726 113 1816 383 137 246 93 1433 153 1375 268 1107 1613 230 153 1383 1316
is_linear=0
shrinkage=0.0995203


Tree=3995
num_leaves=11
num_cat=0
split_feature=20 12 21 27 9 0 9 8 0 20
split_gain=0.0141236 0.0138594 0.0120129 0.00945723 0.00954802 0.0195421 0.023562 0.014933 0.0157174 0.0120252
threshold=-0.24910499999999999 0.098385000000000028 0.16638500000000003 -0.032854999999999995 0.099125000000000033 -0.1021 0.11296000000000002 0.095985000000000015 0.12387500000000003 -0.077394999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -7 9 -9 -5
right_child=1 -3 -4 4 5 6 -8 8 -10 -11
leaf_value=0.0013622765528030468 0.0011310295779508952 -0.001724450719637627 -0.0015059337369476079 0.00032805013221886035 -0.0014790041881756284 0.0013704003077138151 -0.00013207018776397269 -0.0022007937873310844 0.00018785889208105334 -0.00014269728202170152
leaf_weight=74 74 47 52 712 48 212 200 65 46 2189
leaf_count=74 74 47 52 712 48 212 200 65 46 2189
internal_value=0 -2.64923e-05 -4.08466e-06 1.77082e-05 -5.78462e-06 0.000416264 0.000639059 -7.05127e-05 -0.00120353 -2.68783e-05
internal_weight=0 3645 3598 3546 3472 460 412 3012 111 2901
internal_count=3719 3645 3598 3546 3472 460 412 3012 111 2901
is_linear=0
shrinkage=0.0995203


Tree=3996
num_leaves=16
num_cat=0
split_feature=18 6 20 9 9 9 9 6 1 1 3 3 1 20 6
split_gain=0.01235 0.0294614 0.0152802 0.0133023 0.0273392 0.0208414 0.0178241 0.0174969 0.045272 0.0135394 0.0252011 0.0220231 0.0189003 0.0201011 0.012446
threshold=0.19545000000000004 0.041585000000000011 -0.24910499999999999 0.087885000000000019 0.087495000000000031 0.088285000000000016 0.087155000000000024 -0.088444999999999982 0.005935000000000001 -0.012865 0.088285000000000016 0.089005000000000015 -0.00080499999999999994 -0.080434999999999993 -0.14213999999999999
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 7 14 -9 10 -7 -12 -11 -14 -4
right_child=1 -3 3 5 -6 9 -8 8 -10 12 11 -13 13 -15 -16
leaf_value=-0.0015212596678399711 -0.00042978879564313732 0.0027504728917930603 0.00012081600731123016 -0.0019723776014561414 0.0020110533978268418 -0.0021947044502881514 -0.001659305725951645 0.0001153951198091306 0.0019508529713298504 0.0016146656982585382 0.0016337750479099382 -0.00039001526180232999 -0.0013909688918490996 0.00025720902677388785 -0.00078154488792640255
leaf_weight=69 64 52 314 66 75 72 57 1081 152 81 57 788 88 438 290
leaf_count=69 64 52 314 66 75 72 57 1081 152 81 57 788 88 438 290
internal_value=0 0.000988789 -5.42178e-05 -2.55455e-05 0.000147094 -0.000239851 7.28509e-05 0.000127043 0.000342328 -0.000164283 -0.000405917 -0.00025253 0.000199407 -1.69755e-05 -0.000311081
internal_weight=0 116 3628 3559 1969 1590 1894 1837 1233 1524 917 845 607 526 604
internal_count=3744 116 3628 3559 1969 1590 1894 1837 1233 1524 917 845 607 526 604
is_linear=0
shrinkage=0.0995203


Tree=3997
num_leaves=28
num_cat=0
split_feature=8 8 3 3 3 8 3 8 26 8 26 26 3 8 8 8 27 1 1 8 8 8 3 21 3 1 20
split_gain=0.0122847 0.0195834 0.0184035 0.0796351 0.0542867 0.0277107 0.0327221 0.0611276 0.0142817 0.0287813 0.0256282 0.0232725 0.0169266 0.0135834 0.0354198 0.0147278 0.0292319 0.0134828 0.0257693 0.0198917 0.0195152 0.0282144 0.0134594 0.031582 0.0204214 0.0153716 0.0116456
threshold=-0.083849999999999994 -0.084554999999999991 0.08785500000000003 0.088535000000000016 0.087385000000000032 -0.085499999999999993 0.086335000000000023 -0.087374999999999994 0.08709500000000002 -0.087129999999999999 0.089545000000000027 0.091570000000000026 0.15108000000000005 -0.073644999999999988 -0.075449999999999989 -0.07106999999999998 0.085370000000000015 -0.090104999999999991 -0.092954999999999996 -0.077074999999999991 -0.078414999999999999 -0.079585000000000003 0.086605000000000029 0.084795000000000023 0.08785500000000003 -0.082489999999999994 -0.077579999999999996
decision_type=2 2 2 2 2 2 2 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 7 -1 9 12 -10 -12 -5 14 17 -15 22 18 -2 20 21 -19 23 25 -24 -17 -26
right_child=13 -3 3 8 -6 -7 -8 -9 10 -11 11 -13 -14 15 -16 16 -18 19 -20 -21 -22 -23 24 -25 26 -27 -28
leaf_value=0.00023015241211125532 -0.00047935624831750107 0.0016485717352077549 -0.0037311041704465218 0.00046114979013223113 0.0031226960569234515 -0.0020052862953909658 -0.0014344307238873973 0.0034920780001630142 -0.0022733570024595848 0.0025702788084985984 0.0019596564386764261 -0.00049378884203453086 -0.0014300842407380919 0.0014399566424492861 -0.0028488887013030798 0.00097344009539529236 -0.0022097716082937657 -0.00080855353678223763 0.0023512887383203163 0.0011279997307709789 -0.0024187712499132599 0.0015413206647305823 -0.0019549456927842597 0.0030349030760564596 -0.0005384963749746638 -0.00088874882546063048 0.00018192975300075723
leaf_weight=353 84 88 59 262 70 52 80 68 60 56 49 175 57 68 59 97 60 388 51 64 60 58 56 47 302 80 841
leaf_count=353 84 88 59 262 70 52 80 68 60 56 49 175 57 68 59 97 60 388 51 64 60 58 56 47 302 80 841
internal_value=0 0.000209695 0.000114662 -0.000227973 0.000510858 0.000178765 0.000407087 0.000758964 8.44191e-05 0.000488646 -0.000446448 3.9248e-05 0.000120651 -0.000161337 -0.000504831 7.33489e-06 -5.78032e-05 -0.000307501 0.000583935 -0.000520066 -0.000730135 -0.000501129 3.23582e-05 0.000740912 -9.93328e-05 0.000127148 -7.70286e-06
internal_weight=0 1429 1341 718 623 553 501 421 659 375 284 224 319 2315 764 1551 1483 705 135 570 506 446 1423 224 1199 177 1143
internal_count=3744 1429 1341 718 623 553 501 421 659 375 284 224 319 2315 764 1551 1483 705 135 570 506 446 1423 224 1199 177 1143
is_linear=0
shrinkage=0.0995203


Tree=3998
num_leaves=17
num_cat=0
split_feature=18 6 20 9 9 9 6 17 26 6 9 6 9 6 1 6
split_gain=0.0107003 0.024515 0.0116203 0.00884896 0.0225989 0.0175477 0.0286937 0.0347124 0.0217359 0.0192846 0.0177684 0.0242485 0.0144544 0.0136184 0.0379074 0.0108273
threshold=0.19545000000000004 0.041585000000000011 -0.24910499999999999 0.087885000000000019 0.087495000000000031 0.096225000000000019 0.11690000000000002 0.51292000000000015 -0.095449999999999993 0.12638500000000005 0.09697500000000002 0.098855000000000012 0.087155000000000024 -0.088444999999999982 0.005935000000000001 -0.14213999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 12 6 7 8 -5 10 -7 -12 13 15 -15 -4
right_child=1 -3 3 5 -6 9 -8 -9 -10 -11 11 -13 -14 14 -16 -17
leaf_value=-0.0013272115296276625 -0.00036994196428363492 0.002530094402549787 0.00011547750083820143 -0.0023084055290178962 0.0018125687561265579 0.0016170486925014345 -0.0027733229489317881 0.0021750650374726607 -0.00035293205277241353 0.0020151485760006318 0.00015432682589377585 -0.0016025698409662468 -0.0015094740883657147 8.1529403887320938e-05 0.0017610837272644059 -0.00072605360271370907
leaf_weight=69 64 52 314 61 75 63 51 51 768 53 449 94 57 1081 152 290
leaf_count=69 64 52 314 61 75 63 51 51 768 53 449 94 57 1081 152 290
internal_value=0 0.000923018 -4.78398e-05 -2.2806e-05 0.00011795 -0.000197628 -0.000476041 -0.000341973 -0.000497809 0.000194457 3.38701e-05 -0.000148306 5.04131e-05 9.92603e-05 0.000289243 -0.000287214
internal_weight=0 116 3628 3559 1969 1590 931 880 829 659 606 543 1894 1837 1233 604
internal_count=3744 116 3628 3559 1969 1590 931 880 829 659 606 543 1894 1837 1233 604
is_linear=0
shrinkage=0.0995203


Tree=3999
num_leaves=24
num_cat=0
split_feature=8 2 2 0 1 6 17 3 2 3 6 2 8 2 3 3 19 19 4 27 5 9 17
split_gain=0.00970987 0.0198444 0.0632518 0.0220781 0.042353 0.0204995 0.0298247 0.0227945 0.0175543 0.0654817 0.0171506 0.0190568 0.0117456 0.0578588 0.0117188 0.0224663 0.0107392 0.0144555 0.0100455 0.00907849 0.0277755 0.00922166 0.00989092
threshold=-0.083849999999999994 -0.082294999999999993 -0.083344999999999989 -0.084369999999999987 -0.087484999999999993 0.089165000000000022 0.11012500000000003 0.083955000000000016 -0.081055000000000002 0.085795000000000024 0.092120000000000021 -0.079954999999999984 -0.082739999999999994 -0.082275000000000001 0.13345500000000002 0.11721500000000003 0.13612500000000002 0.12477000000000003 0.14068000000000006 0.085370000000000015 -0.074569999999999984 -0.093949999999999992 -0.083000000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 9 -3 11 -10 13 -2 15 -13 17 19 -16 21 -21 -14 -23
right_child=12 8 -4 4 -6 -7 -8 -9 10 -11 -12 14 16 -15 18 -17 -18 -19 -20 20 -22 22 -24
leaf_value=0.0013984708779412763 -0.0031985943110589493 0.0017416269088902359 0.0033278516003986762 -0.00057344671224274604 0.0033109455585416015 0.0015565877340675976 -0.0027258106353702121 -0.00054824885443635976 0.0015981408988587024 -0.0028593335912202012 -0.0012172999580108254 -1.2254409371166092e-05 -0.0013290295396311785 0.001112863137508953 -0.0018002031507505156 0.0021656037447628116 0.0011144161090072924 -0.0018193589288656364 8.9220469901816164e-05 0.00017326936706168848 -0.0028608510465110387 0.00027654050200781203 -0.0001868838794864539
leaf_weight=81 63 48 75 52 59 63 47 225 90 84 89 352 53 60 57 54 71 49 53 84 46 770 1119
leaf_count=81 63 48 75 52 59 63 47 225 90 84 89 352 53 60 57 54 71 49 53 84 46 770 1119
internal_value=0 0.000187992 0.000622903 0.000236395 0.00148386 -9.44935e-05 -0.000391482 -3.02653e-05 -0.000127604 -0.00118006 7.11087e-05 0.000261681 -0.000141873 -0.00108879 2.69914e-05 0.000275395 -8.83646e-05 -0.000129013 -0.000882403 -8.86439e-05 -0.000894046 -3.43077e-05 1.58523e-06
internal_weight=0 1429 602 527 111 416 353 306 827 132 695 606 2315 123 516 406 2192 2121 110 2072 130 1942 1889
internal_count=3744 1429 602 527 111 416 353 306 827 132 695 606 2315 123 516 406 2192 2121 110 2072 130 1942 1889
is_linear=0
shrinkage=0.0995203


Tree=4000
num_leaves=13
num_cat=0
split_feature=12 9 4 2 1 26 2 26 2 10 7 6
split_gain=0.0119737 0.00948645 0.0289066 0.0229816 0.0209761 0.0142832 0.0145713 0.0251237 0.0128471 0.00951407 0.0105741 0.00936541
threshold=0.097490000000000021 0.11351500000000002 0.14903500000000006 -0.049174999999999996 1.0000000180025095e-35 0.11624000000000002 -0.080254999999999993 0.12158000000000002 -0.058894999999999996 0.089090000000000016 -0.068034999999999998 -0.093749999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 9 -7 -8 -9 10 -1 -12
right_child=-2 3 -4 -5 -6 6 7 8 -10 -11 11 -13
leaf_value=-0.0010123645083258785 0.001550778765483832 -0.000937164876405698 0.0024859442596804576 -0.0019649608138028506 0.0013472182634974206 0.00067036799163772707 -0.0031541378439977931 0.00057235834108304465 -0.0014088884435433369 -0.0011234426451277801 0.00053820858102700123 7.8891868471395602e-05
leaf_weight=78 53 86 49 78 74 57 46 63 66 61 535 2507
leaf_count=78 53 86 49 78 74 57 46 63 66 61 535 2507
internal_value=0 4.35798e-05 8.5567e-05 -0.000563735 0.000114246 5.08652e-05 -0.000702538 -0.00115439 -0.000434957 0.000106071 0.000130371 0.000159942
internal_weight=0 3700 3462 238 160 3413 232 175 129 3181 3120 3042
internal_count=3753 3700 3462 238 160 3413 232 175 129 3181 3120 3042
is_linear=0
shrinkage=0.0995203


Tree=4001
num_leaves=16
num_cat=0
split_feature=12 8 9 4 17 17 8 9 8 17 5 17 17 4 0
split_gain=0.00974126 0.00828378 0.00801656 0.0516237 0.0201262 0.0415031 0.00813493 0.0154207 0.0200541 0.0117599 0.00841806 0.017488 0.013381 0.00732948 0.00635126
threshold=0.095920000000000019 -0.49499500000000002 0.11351500000000002 0.14566000000000004 0.026115000000000006 -1.0000000180025095e-35 -0.0077949999999999998 0.097510000000000027 0.10528000000000003 0.0084900000000000028 0.0047850000000000011 -0.14051499999999997 -0.14867499999999997 0.12182500000000003 -0.06340999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 6 5 14 10 9 -9 -8 12 -12 -3 -1 -4
right_child=-2 2 4 -5 -6 -7 7 8 -10 -11 11 -13 -14 -15 -16
leaf_value=0 0.0013617818732022981 0.001488656077182525 -0.00044219834078018449 0.0031840604461854639 0.0011083052378162287 -0.0028265030400044452 0.00015346802144351797 -0.0023379721517920071 0.00018066182888722514 -0.0009300570423646917 5.3898208316601244e-05 0.0011659816926756776 -9.3021205656832373e-06 -0.0017622001085563651 0.0011093477204630489
leaf_weight=46 56 61 58 53 58 74 571 71 55 120 381 223 1832 47 47
leaf_count=46 56 61 58 53 58 74 571 71 55 120 381 223 1832 47 47
internal_value=0 3.86444e-05 6.2787e-05 0.000102368 -0.000496072 -0.0010205 5.28359e-05 -0.000219361 -0.00123207 -3.35138e-05 0.000142224 0.000465841 3.85356e-05 -0.000888143 0.000244507
internal_weight=0 3697 3604 3367 237 179 3314 817 126 691 2497 604 1893 93 105
internal_count=3753 3697 3604 3367 237 179 3314 817 126 691 2497 604 1893 93 105
is_linear=0
shrinkage=0.0995203


Tree=4002
num_leaves=18
num_cat=0
split_feature=18 5 18 18 8 3 3 5 8 5 0 4 3 36 3 3 3
split_gain=0.0104315 0.0176941 0.013788 0.0232131 0.0140142 0.0132386 0.0180858 0.0114506 0.0165541 0.0177024 0.00885062 0.0351235 0.0116805 0.0118306 0.0113367 0.00694536 0.00624132
threshold=0.11715500000000002 0.23074000000000006 0.10698500000000001 0.10307000000000002 -0.071594999999999992 0.087675000000000017 0.093835000000000016 -0.035924999999999999 -0.055085000000000002 -0.068984999999999991 0.11291000000000002 0.10619500000000003 -0.02172 0.089700000000000016 -0.15154999999999999 0.083725000000000022 0.10486500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 10 -4 -2 -7 8 9 -8 12 16 14 15 -1 -14 -12
right_child=1 -3 4 -5 -6 6 7 -9 -10 -11 11 -13 13 -15 -16 -17 -18
leaf_value=0.00014157218277184274 0.00081351376660101062 0.0013142572334419239 0.002461151829153086 -0.0020556932014688107 9.8326697513821516e-05 -0.0027598434566024998 -0.0022224671778811548 -0.001826133582261819 0.0011959849865851911 0.00037566544272168501 -0.00037992387882928376 -0.0029328494032130185 0.00075079477106020076 -0.0013683907326116486 0.0021982833803192736 9.2566299040112206e-05 0.0011547361415628686
leaf_weight=55 46 48 49 50 52 48 52 57 56 51 53 46 169 53 53 2764 51
leaf_count=55 46 48 49 50 52 48 52 57 56 51 53 46 169 53 53 2764 51
internal_value=0 -0.00045769 0.000106897 7.15143e-05 0.00125275 -0.000734697 -0.00100756 -0.000614376 -0.000174824 -0.000928066 0.000104553 -0.000641037 0.000140965 0.000103889 0.00115846 0.000130773 0.000364779
internal_weight=0 358 3395 3294 101 310 264 216 159 103 3244 150 3094 2986 108 2933 104
internal_count=3753 358 3395 3294 101 310 264 216 159 103 3244 150 3094 2986 108 2933 104
is_linear=0
shrinkage=0.0995203


Tree=4003
num_leaves=13
num_cat=0
split_feature=11 9 9 26 17 0 8 10 9 0 9 8
split_gain=0.0083585 0.00695003 0.0232604 0.0187991 0.0414698 0.01674 0.014206 0.00840817 0.0111569 0.0217485 0.00859727 0.00730796
threshold=0.063835000000000017 0.11351500000000002 0.11007500000000002 0.11861500000000001 -1.0000000180025095e-35 -0.057604999999999996 -0.064125000000000001 0.089090000000000016 0.10153500000000003 -0.068189999999999987 0.099330000000000016 -0.087444999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 6 -3 8 10 -10 11 -1
right_child=-2 3 -4 4 -6 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.00016941826575138933 0.0012034081691075337 -0.00017644917576779725 0.0021744591731493348 0.00038040765351306564 -0.0036859151408672516 -0.0013124047087215134 0.0022312326785512361 -0.0010877009591813208 0.00017782088409545453 -0.0025576532495713896 0.0013992291121312458 0.00016530075564433709
leaf_weight=902 61 49 51 52 47 46 47 65 73 47 49 2264
leaf_count=902 61 49 51 52 47 46 47 65 73 47 49 2264
internal_value=0 2.8313e-05 6.46062e-05 -0.00048799 -0.0015418 0.000240944 0.000993785 3.27176e-05 5.48003e-05 -0.000886752 9.01984e-05 6.968e-05
internal_weight=0 3692 3451 241 99 142 96 3400 3335 120 3215 3166
internal_count=3753 3692 3451 241 99 142 96 3400 3335 120 3215 3166
is_linear=0
shrinkage=0.0995203


Tree=4004
num_leaves=10
num_cat=0
split_feature=10 1 9 2 0 5 0 8 5
split_gain=0.0540033 0.0101292 0.0177144 0.00983374 0.00845318 0.0261744 0.0214635 0.0174311 0.0106947
threshold=0.090005000000000016 0.62916000000000016 -0.26414499999999996 0.31852000000000008 -0.095649999999999999 0.037395000000000005 -0.094139999999999988 -0.079219999999999999 -0.41880499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -6 -4 -8
right_child=-2 -3 3 -5 6 -7 8 -9 -10
leaf_value=0.0018220734191667736 -0.002484787326813839 -0.0014102561626646774 0.0006693690417677073 -0.0012849803970416001 -0.0019838546239153462 0.0025022460596240866 -0.0010738808746727153 -0.00030064669682736849 6.8088784524472812e-06
leaf_weight=53 89 50 341 59 57 50 94 396 2545
leaf_count=53 89 50 341 59 57 50 94 396 2545
internal_value=0 -3.33105e-06 1.60091e-05 -1.07845e-05 1.05646e-05 0.000297727 -7.29585e-05 0.000147056 -3.13746e-05
internal_weight=0 3645 3595 3542 3483 787 2696 737 2639
internal_count=3734 3645 3595 3542 3483 787 2696 737 2639
is_linear=0
shrinkage=0.0995203


Tree=4005
num_leaves=16
num_cat=0
split_feature=10 26 9 2 2 1 18 17 26 3 9 26 18 18 19
split_gain=0.0437884 0.0104816 0.0152462 0.0326567 0.0292124 0.0284422 0.0200038 0.0326247 0.0140025 0.0131372 0.0128343 0.0132442 0.0130111 0.0332521 0.0197037
threshold=0.090005000000000016 0.099260000000000029 0.092465000000000033 -0.080744999999999997 -0.082830000000000001 -0.076329999999999995 0.11417000000000002 0.024055000000000003 0.12456500000000002 0.31293500000000007 0.12652000000000005 0.097125000000000031 -0.023444999999999997 -0.030229999999999996 0.10395500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 -3 -5 7 -7 -6 10 11 12 13 -1 -14
right_child=-2 2 3 5 8 6 -8 -9 -10 -11 -12 -13 14 -15 -16
leaf_value=9.6805478305485597e-05 -0.0022375007828986846 0.0028899610478984447 -0.0023734390750305046 0.001895305792636367 -0.00076627444957324284 -0.00035262042884953064 -0.0014101779249772628 0.0027276907733014507 0.0013212059472607553 -0.0016777278497813717 0.0015804253437449347 -0.0015162409955023 -9.3658492041530746e-05 0.0027456738919311176 -0.0011178401725812906
leaf_weight=1143 89 62 49 90 65 130 85 46 62 50 47 62 1492 49 213
leaf_count=1143 89 62 49 90 65 130 85 46 62 50 47 62 1492 49 213
internal_value=0 -2.99956e-06 0.000381177 3.10244e-05 0.00111791 0.000369023 -0.000154145 0.00044781 0.000246365 -7.73119e-05 -5.04192e-05 -7.65998e-05 -4.55067e-05 0.00020638 -0.000222086
internal_weight=0 3645 589 400 189 351 261 176 127 3056 3006 2959 2897 1192 1705
internal_count=3734 3645 589 400 189 351 261 176 127 3056 3006 2959 2897 1192 1705
is_linear=0
shrinkage=0.0995203


Tree=4006
num_leaves=9
num_cat=0
split_feature=10 4 11 4 30 4 6 4
split_gain=0.0355056 0.0134153 0.0101928 0.00826684 0.0196131 0.00916754 0.0199339 0.0127727
threshold=0.090005000000000016 0.15028500000000003 1.0000000180025095e-35 0.13954000000000003 0.11032500000000002 0.12719000000000005 -0.13803499999999999 0.11860000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=8.745330315618505e-08 -0.0020148241578594114 -0.0014425439792508531 0.0014943155272657464 -0.0011175107923002733 0.0020216872373693094 -0.0023311714562272985 0.00041434411563499949 0.0015875282912375555
leaf_weight=3269 89 63 46 64 48 51 53 51
leaf_count=3269 89 63 46 64 48 51 53 51
internal_value=0 -2.70102e-06 2.23943e-05 3.0145e-06 2.39051e-05 -3.8621e-06 -0.000924144 2.47194e-05
internal_weight=0 3645 3582 3536 3472 3424 104 3320
internal_count=3734 3645 3582 3536 3472 3424 104 3320
is_linear=0
shrinkage=0.0995203


Tree=4007
num_leaves=14
num_cat=0
split_feature=22 2 2 18 2 2 21 3 0 4 9 9 17
split_gain=0.0378606 0.0175645 0.0113111 0.0212933 0.0342099 0.0179296 0.0126316 0.0114578 0.0120314 0.00892754 0.00917157 0.0123205 0.0100666
threshold=0.13160500000000006 -0.24151999999999998 -0.10018999999999999 -0.025879999999999997 -0.13088999999999998 -0.13088999999999998 -0.096850000000000006 0.09587500000000003 -0.10806499999999999 0.15028500000000003 0.11408000000000003 0.10371500000000002 0.021725000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -4 8 -5 10 11 -8 -12
right_child=-2 2 6 5 -6 -7 9 -9 -10 -11 12 -13 -14
leaf_value=-0.0014125216097576933 -0.0026376120020897981 6.8398612243662985e-05 -0.0014498529683952925 0.00097508974234103256 0.0034662626550555457 -0.0015995605530705066 1.5859984333095907e-05 0.0015787858210436704 -0.0010456455814056612 -0.0011865157152540992 0.00022307117825757714 -0.0010768361551357984 0.0018434221518438263
leaf_weight=86 55 64 61 55 55 53 2826 62 62 62 133 106 54
leaf_count=86 55 64 61 55 55 53 2826 62 62 62 133 106 54
internal_value=0 -6.80233e-06 2.66163e-05 0.000563386 0.00164572 4.69522e-06 -3.12454e-05 0.000484272 -8.87305e-05 -3.78428e-06 1.94638e-05 -2.33648e-05 0.000695358
internal_weight=0 3679 3593 351 119 232 3242 179 117 3181 3119 2932 187
internal_count=3734 3679 3593 351 119 232 3242 179 117 3181 3119 2932 187
is_linear=0
shrinkage=0.0995203


Tree=4008
num_leaves=11
num_cat=0
split_feature=10 9 18 21 26 5 21 5 26 18
split_gain=0.0298321 0.0303526 0.0184962 0.0208092 0.00920172 0.0158972 0.031782 0.0225333 0.011347 0.0122487
threshold=0.09056500000000002 0.15091000000000004 0.31227500000000008 0.15544000000000005 0.094025000000000011 -0.077634999999999996 0.11729000000000002 -0.084089999999999984 0.09271500000000002 -0.080814999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 7 -7 -6 9 -1
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 -11
leaf_value=-0.0004121825722381466 0.0019257590774623551 0.0020894924938493088 -0.0019733810522558383 0.0019141124167872223 0.00044534752085768784 -0.00035447399177058613 0.0017584101835164028 0.0028394917174135461 -0.0013159042204040868 5.3079034667446266e-05
leaf_weight=807 82 68 48 55 196 468 83 49 77 1827
leaf_count=807 82 68 48 55 196 468 83 49 77 1827
internal_value=0 6.24119e-06 -3.27734e-05 -6.39271e-06 -3.67453e-05 0.000260422 -3.47134e-05 0.000927518 -0.000124301 -8.91562e-05
internal_weight=0 3678 3610 3562 3507 796 551 245 2711 2634
internal_count=3760 3678 3610 3562 3507 796 551 245 2711 2634
is_linear=0
shrinkage=0.0995203


Tree=4009
num_leaves=10
num_cat=0
split_feature=27 18 21 5 18 2 2 27 7
split_gain=0.0239726 0.0119822 0.0127191 0.0122852 0.0107513 0.0267432 0.0254708 0.0119771 0.00866067
threshold=0.11470500000000003 0.24916000000000005 0.15544000000000005 0.62720500000000012 -0.085834999999999995 0.096520000000000022 -0.012154999999999999 0.10360500000000002 -0.10984999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -6
right_child=-2 -3 -4 -5 7 -7 -8 -9 -10
leaf_value=-0.00035135255914469808 0.0019532631548207914 -0.0011644587364856127 0.0014998154540440539 0.0011958923159294077 -0.0012396200108442644 0.0014273723124267809 -0.0025824438704852904 -0.0013711060760813075 0.00013666024602130593
leaf_weight=674 64 84 58 85 46 77 55 55 2562
leaf_count=674 64 84 58 85 46 77 55 55 2562
internal_value=0 1.02652e-05 3.7811e-05 1.37212e-05 -1.50092e-05 -0.000333671 -0.000520802 8.11314e-05 0.000112071
internal_weight=0 3696 3612 3554 3469 806 729 2663 2608
internal_count=3760 3696 3612 3554 3469 806 729 2663 2608
is_linear=0
shrinkage=0.0995203


Tree=4010
num_leaves=11
num_cat=0
split_feature=10 4 18 21 2 9 9 9 2 30
split_gain=0.023745 0.02644 0.0109243 0.0120482 0.00732917 0.0187844 0.072766 0.0171269 0.0164098 0.0101077
threshold=0.09056500000000002 0.15437000000000003 0.24916000000000005 0.15895000000000004 -0.086414999999999992 0.08401500000000002 0.083610000000000032 0.08679000000000002 -0.086050000000000001 0.10366000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 -6 -10
right_child=-2 -3 -4 -5 8 7 -8 -9 9 -11
leaf_value=-0.0001224692910081162 0.0017141625293915282 0.0022520654630925445 -0.0011515198351342009 0.0015153649569154169 0.0018210220146739481 0.00081210555766759453 -0.0045464542794677121 -0.0003586456451313729 5.3349462383607714e-05 -0.0010689278303809813
leaf_weight=172 82 51 84 51 51 180 47 396 2564 82
leaf_count=172 82 51 84 51 51 180 47 396 2564 82
internal_value=0 1.63348e-06 -2.97846e-05 -2.95866e-06 -2.53679e-05 -0.000291084 -0.00107565 5.79292e-06 5.26541e-05 1.82605e-05
internal_weight=0 3678 3627 3543 3492 795 219 576 2697 2646
internal_count=3760 3678 3627 3543 3492 795 219 576 2697 2646
is_linear=0
shrinkage=0.0995203


Tree=4011
num_leaves=27
num_cat=0
split_feature=29 3 21 21 26 26 26 18 21 2 5 18 3 18 3 17 21 21 2 21 18 21 1 26 3 3
split_gain=0.0202378 0.0089684 0.0317087 0.0561936 0.0259973 0.0572606 0.0508874 0.0600999 0.0210802 0.0355691 0.020644 0.00971325 0.0385767 0.0686737 0.0304994 0.0303046 0.0367864 0.0304511 0.0500204 0.0257139 0.0240563 0.0217562 0.0185744 0.0172594 0.0165769 0.0277063
threshold=-0.11156000000000001 0.08622500000000001 0.086155000000000023 0.090830000000000022 0.088545000000000026 0.091275000000000023 0.086095000000000019 -0.011039999999999999 0.08167000000000002 -0.084924999999999987 -0.01504 -0.085834999999999995 0.087625000000000022 -0.0065549999999999992 0.087925000000000017 -0.13530499999999998 0.086835000000000009 0.088310000000000013 -0.085944999999999994 -0.0092899999999999996 0.091330000000000008 0.10198500000000002 -0.079434999999999992 0.086835000000000009 0.08844500000000001 0.088805000000000023
decision_type=2 2 2 2 2 2 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 6 -6 8 -8 9 -2 -9 15 13 -13 -14 17 19 18 -3 -17 -15 -19 -21 -23 -16 -26
right_child=1 11 3 -5 5 -7 7 10 -10 -11 -12 12 14 20 24 16 -18 21 -20 22 -22 23 -24 -25 25 -27
leaf_value=0.001879949798896067 0.00092986473845600313 -0.00020481045799200691 -0.0043703047168664475 -3.7059700934713638e-05 0.0035916952540106352 -0.00082260073381135201 -0.0048803467079762755 -0.0018358103456797502 0.0021845549012423403 -0.00094946111255658056 0.0010150755501213036 0.0041114704183754141 -0.0023634658037987293 -0.0011635528360357222 0.0015196425038244438 -2.9304991591963527e-05 0.0010794726449993473 -0.0023058671029673643 0.0033331636770214212 -0.0015204525851211903 0.0016105676495512362 -0.0011454309520694493 -0.0038387985418657186 0.00082935770472663249 -0.0020950487472518667 0.00013299442367831131
leaf_weight=58 201 87 49 76 57 59 46 55 49 198 46 67 50 65 81 70 64 47 72 99 59 70 54 117 57 1807
leaf_count=58 201 87 49 76 57 59 46 55 49 198 46 67 50 65 81 70 64 47 72 99 59 70 54 117 57 1807
internal_value=0 6.17614e-06 -0.000280391 -0.00174224 -2.22329e-05 0.00133944 -0.000289077 -0.00189641 0.000236502 -6.8136e-07 -0.000529282 9.0052e-05 0.000192444 0.00154378 6.26577e-05 -0.000237903 -0.00101604 0.000328272 0.00139214 -0.00162112 0.00014979 -0.000391116 -0.00234404 8.57542e-05 0.000125447 6.4423e-05
internal_weight=0 3702 836 125 711 116 595 147 448 399 101 2866 2186 191 1995 680 287 393 159 223 124 234 153 187 1945 1864
internal_count=3760 3702 836 125 711 116 595 147 448 399 101 2866 2186 191 1995 680 287 393 159 223 124 234 153 187 1945 1864
is_linear=0
shrinkage=0.0995203


Tree=4012
num_leaves=22
num_cat=0
split_feature=18 2 18 17 20 19 0 1 17 3 3 2 20 18 2 18 21 21 0 36 29
split_gain=0.0122141 0.0225772 0.0512288 0.0200771 0.0213965 0.0247424 0.0169619 0.0225773 0.0181942 0.0220337 0.0329324 0.0181426 0.0160355 0.0174008 0.0129347 0.0101765 0.0116996 0.0112943 0.0257019 0.0101391 0.00990926
threshold=-0.090899999999999995 -0.095204999999999998 -0.10872 -0.015464999999999998 -0.09280999999999999 0.0069650000000000016 0.12433000000000002 -0.49056499999999997 -0.16408999999999999 0.10871500000000002 0.09587500000000003 -0.08569499999999998 0.0033350000000000007 -0.18513499999999999 -0.15544499999999997 -0.088579999999999992 -0.084114999999999995 -0.10962999999999999 -0.090124999999999997 0.08605500000000002 -0.088709999999999997
decision_type=2 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 -3 12 8 -8 9 10 11 -2 13 -6 -1 -10 17 -17 -19 20 -18
right_child=6 3 -4 -5 5 -7 7 -9 15 -11 -12 -13 -14 -15 -16 16 19 18 -20 -21 -22
leaf_value=-0.00073927052564689633 -3.0393187091081741e-05 -0.0021507343944088095 0.0042399567436942551 0.0017059477018367623 0.0017141237410250969 -0.001830539576434166 0.0025969955018622132 -0.00025600880677573309 -0.0010986669026543103 -0.0022137864881178275 0.0017489546181327922 -0.0021735403651537018 -0.0011722317587884968 0.00013424293658725788 0.0013122812281719015 0.00030955018249348643 -0.0012966261618595797 -0.003146553937492903 6.7922691728735887e-05 -0.00099098420746050915 0.00017685252587767538
leaf_weight=56 86 46 47 69 108 56 56 53 78 80 58 73 53 195 66 58 46 46 52 80 2286
leaf_count=56 86 46 47 69 108 56 56 53 78 80 58 73 53 195 66 58 46 46 52 80 2286
internal_value=0 0.000445302 0.00144668 0.000122623 -0.000114126 0.000111276 -1.64844e-05 0.00120225 -6.19007e-05 -0.000800554 -0.000275774 -0.0010195 0.000419029 0.000700071 0.000363875 2.07e-05 5.50183e-05 -0.000779605 -0.00143256 0.000109338 0.000147436
internal_weight=0 696 169 527 458 412 3052 109 2943 297 217 159 356 303 122 2646 2568 156 98 2412 2332
internal_count=3748 696 169 527 458 412 3052 109 2943 297 217 159 356 303 122 2646 2568 156 98 2412 2332
is_linear=0
shrinkage=0.0995203


Tree=4013
num_leaves=21
num_cat=0
split_feature=21 21 21 18 26 3 8 4 2 4 2 18 18 1 21 21 2 3 6 3
split_gain=0.0108688 0.014365 0.0129462 0.00985476 0.0158584 0.0451505 0.026904 0.0369146 0.0259555 0.0200196 0.0170736 0.0153454 0.0125441 0.00974731 0.018588 0.00791929 0.0151158 0.00915509 0.0421622 0.038261
threshold=0.12208500000000003 0.11729000000000002 0.13415000000000002 -0.090899999999999995 0.085505000000000012 0.089095000000000021 -0.0092799999999999983 0.07665000000000001 -0.081734999999999988 0.090595000000000023 -0.018864999999999996 -0.095364999999999991 -0.088855000000000003 0.09692000000000002 0.15665000000000004 -0.084999999999999992 -0.08569499999999998 0.083875000000000019 0.086275000000000032 0.084290000000000018
decision_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 6 -6 7 11 -7 10 -8 -1 -5 14 -4 16 -14 18 -17 -19
right_child=2 -3 13 12 5 8 9 -9 -10 -11 -12 -13 15 -15 -16 17 -18 19 -20 -21
leaf_value=-0.00016333452614602514 -0.0016154262415308965 0.0015515694414697855 0.00039993557447976771 -0.0012572516652445999 -0.0028221363657247984 0.002308194953781212 -0.00027420644555052289 0.0041940593038223943 -0.00059296488384993505 -0.0011181625170634164 0.0018149326719893912 0.0021942620205514696 0.00032867868320514106 0.0011388010627243071 -0.002105516552870361 5.8660319524519803e-05 -0.0015873890178327073 0.0026505482723296501 -0.0032081609418158209 8.2541097668033608e-05
leaf_weight=64 80 67 77 76 51 55 74 46 68 82 80 47 80 47 47 259 82 59 46 2261
leaf_count=64 80 67 77 76 51 55 74 46 68 82 80 47 80 47 47 259 82 59 46 2261
internal_value=0 0.000107714 -0.000569945 7.92717e-05 0.000458344 -0.00032931 0.000809159 0.00181913 0.000697647 0.0001338 0.000805745 0.000827553 3.91286e-06 -7.6043e-05 -0.00054311 3.85979e-05 -0.00063613 8.05501e-05 -0.000431357 0.000148201
internal_weight=0 3497 251 3430 567 174 393 157 123 236 154 111 2863 171 124 2787 162 2625 305 2320
internal_count=3748 3497 251 3430 567 174 393 157 123 236 154 111 2863 171 124 2787 162 2625 305 2320
is_linear=0
shrinkage=0.0995203


Tree=4014
num_leaves=19
num_cat=0
split_feature=20 20 6 0 2 2 9 26 26 9 17 17 20 0 26 26 3 0
split_gain=0.00925815 0.0167413 0.0206588 0.0147948 0.0108981 0.0644464 0.0165754 0.0120135 0.01751 0.0113488 0.0111975 0.00981928 0.0160656 0.0111737 0.0089708 0.00987195 0.0482105 0.00890787
threshold=-0.086134999999999989 -0.089994999999999992 -0.093155000000000002 -0.14028499999999997 -0.112555 -0.14264999999999997 0.098465000000000011 -0.23202999999999999 -0.112275 0.093235000000000026 -0.15122999999999998 -0.45380999999999999 -0.10068000000000001 -0.087504999999999986 -0.086635000000000004 -0.01278 0.11523000000000001 -0.1021
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 9 -6 -9 10 -2 -5 13 -13 -10 16 -16 -17
right_child=4 -3 3 11 7 -7 -8 8 14 -11 -12 12 -14 -15 15 17 -18 -19
leaf_value=0.0015560706941110565 0.0012921606311677618 -0.0020290181029560162 -0.0020471981641344162 0.0010470908777474254 -0.0014432581014870182 0.0038003510967606477 0.0014507490744836346 0.0018580991528941624 -0.00095181363920391715 -0.0015159534741079174 -0.00060372109456771324 0.0012138099726679305 -0.0021191736501904299 -0.000506212056724281 0.0016468736489322932 -0.00042052180229686212 -0.0014748565008689829 0.00010093595709005891
leaf_weight=60 49 53 49 53 52 54 61 54 86 64 83 51 46 140 162 381 70 2180
leaf_count=60 49 53 49 53 52 54 61 54 86 64 83 51 46 140 162 381 70 2180
internal_value=0 -0.000366013 -0.000143061 -0.000446208 0.000114044 0.000674922 1.50315e-05 5.53333e-05 8.21814e-05 -0.000427623 9.38517e-05 -0.000172872 -0.000449145 -4.2653e-05 4.8587e-05 7.96837e-05 0.000701444 2.3039e-05
internal_weight=0 452 399 339 3296 311 257 2985 2933 196 132 290 237 191 2879 2793 232 2561
internal_count=3748 452 399 339 3296 311 257 2985 2933 196 132 290 237 191 2879 2793 232 2561
is_linear=0
shrinkage=0.0995203


Tree=4015
num_leaves=22
num_cat=0
split_feature=10 17 17 0 9 26 18 20 20 9 9 26 26 9 3 17 17 4 17 3 26
split_gain=0.00956772 0.00928576 0.0314899 0.0201007 0.0136302 0.0210383 0.0250754 0.0214392 0.0284772 0.0200779 0.0131939 0.0124637 0.0186578 0.0137553 0.0120957 0.0116874 0.0200094 0.0389225 0.0185274 0.0114197 0.00771859
threshold=0.09056500000000002 -0.14169499999999999 -0.10071499999999999 -0.081604999999999997 0.088825000000000029 0.097125000000000031 -0.091869999999999993 -0.078725000000000003 -0.06916499999999999 0.08758500000000001 0.094010000000000024 0.085570000000000021 0.087825000000000028 -0.081559999999999994 0.084895000000000012 -0.093784999999999993 -0.084209999999999993 0.077845000000000025 -0.078119999999999995 0.083875000000000019 0.056820000000000016
decision_type=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 9 6 7 -6 -9 11 -8 13 -13 -1 -15 -4 17 20 -18 -20 -17
right_child=-2 2 15 -5 5 -7 10 8 -10 -11 -12 12 -14 14 -16 16 18 -19 19 -21 -22
leaf_value=-0.0014699075595676495 0.0010943746784254007 0.0031701150445137354 -0.0014535292415405728 0.00061232101049082477 -0.00023433115290006035 -0.0012736948774046285 0.00047791103402500138 0.0039214655446475379 0.00079902433851648151 -0.0026262333536741594 -0.0016284971878315427 -0.0027767171511894396 -0.00025024400108558079 0.0017444691359748137 -6.9803885150037057e-05 -0.00096919687824444307 -0.001553328725862008 0.0030981367936072082 -0.00060925551935903696 0.00011617222868064018 0.00078691096543032394
leaf_weight=52 85 51 51 78 62 80 57 48 75 46 60 48 75 47 158 49 74 62 238 2202 50
leaf_count=52 85 51 51 78 62 80 57 48 75 46 60 48 75 47 158 49 74 62 238 2202 50
internal_value=0 2.58713e-05 0.000110371 0.00162989 -0.000271687 0.000158235 0.000540264 0.00126286 0.00202419 -0.000659126 -0.000595302 -0.000418848 -0.00124284 -2.13002e-05 0.000342158 3.81637e-05 6.69095e-05 0.00114248 -1.64598e-06 4.50778e-05 -7.40048e-05
internal_weight=0 3663 2855 129 808 382 302 185 123 426 117 380 123 257 205 2726 2675 161 2514 2440 99
internal_count=3748 3663 2855 129 808 382 302 185 123 426 117 380 123 257 205 2726 2675 161 2514 2440 99
is_linear=0
shrinkage=0.0995203


Tree=4016
num_leaves=15
num_cat=0
split_feature=10 4 17 3 9 19 7 1 1 1 1 17 3 3
split_gain=0.0100974 0.0242574 0.0194007 0.0129492 0.0140626 0.0114437 0.00884762 0.00976074 0.0208687 0.0120691 0.0310825 0.0112498 0.0107976 0.00629616
threshold=0.086275000000000018 0.10801000000000002 -0.54604999999999992 0.090435000000000029 0.09253500000000002 0.13612500000000002 -0.10984999999999999 0.41291000000000005 0.50644500000000015 -0.053299999999999993 -0.067015000000000005 -0.47196999999999995 0.11523000000000001 0.11741000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -4 9 13 10 -8 -11 -10 -9
right_child=1 -3 5 4 -6 -7 7 8 12 11 -12 -13 -14 -15
leaf_value=0.00018111002217375557 0.0019162791717647213 -0.00063533887012976907 -0.0011887193274101517 -0.0028909108673918788 -0.00048799790861074317 0.0012207311628710494 6.2449788928661655e-05 0.0026487036206388585 0.00088137903810092688 0.00076293061606817248 0.0019055156705891003 -0.00028875295202977612 -0.00077547554464916623 0.00097251432491488033
leaf_weight=49 86 64 60 53 46 79 1400 46 68 108 97 1431 91 47
leaf_count=49 86 64 60 53 46 79 1400 46 68 108 97 1431 91 47
internal_value=0 0.000822131 -1.1198e-05 -0.00112697 -0.00178268 3.67495e-05 8.56754e-06 3.06648e-05 0.000625924 -1.84744e-05 0.00018242 -0.000214419 -6.1735e-05 0.0018104
internal_weight=0 150 3575 148 99 3427 3348 3288 252 3036 1497 1539 159 93
internal_count=3725 150 3575 148 99 3427 3348 3288 252 3036 1497 1539 159 93
is_linear=0
shrinkage=0.0995203


Tree=4017
num_leaves=19
num_cat=0
split_feature=28 3 3 21 17 17 17 0 2 17 17 2 20 20 0 18 18 0
split_gain=0.0118668 0.0107279 0.0251846 0.0523279 0.0242987 0.0177615 0.0177414 0.017199 0.0297646 0.0204784 0.0618116 0.0158274 0.015807 0.0315187 0.0178698 0.0131073 0.0121468 0.0122514
threshold=0.080375000000000016 0.10960500000000002 0.11360500000000003 0.091635000000000022 0.23832000000000006 -0.0030799999999999998 -0.54892999999999992 -0.117355 0.096520000000000022 -0.095109999999999986 -0.046254999999999998 0.096520000000000022 -0.095634999999999998 -0.078725000000000003 -0.0033699999999999997 -0.092864999999999989 -0.14343999999999998 0.12084000000000002
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 5 12 -3 15 8 9 -8 -11 16 -4 -14 -15 -1 -9 -18
right_child=-2 2 4 -5 -6 -7 7 11 -10 10 -12 -13 13 14 -16 -17 17 -19
leaf_value=-0.0025780407625404576 0.0012114442218233447 0.0042815419520653274 0.0013376983959718625 -0.0012121809618015364 0.0019223353183551567 0.0015086067516497821 -0.0020155880301656981 -0.0011747863276947768 -0.0022476558079621324 0.0030706705465780057 -0.00079221476991281087 0.0013674142481120671 -0.0025863020638129254 0.00017134580740996546 -0.0016085157797323538 -0.00044695198670572826 9.4198690064080952e-06 0.001634247468138151
leaf_weight=47 81 46 65 46 63 48 47 84 91 57 146 87 54 438 64 76 2138 47
leaf_count=47 81 46 65 46 63 48 47 84 91 57 146 87 54 438 64 76 2138 47
internal_value=0 -6.28001e-06 0.000309374 0.00152574 5.92129e-05 0.00287429 -9.8804e-05 -4.51811e-05 -0.000705933 -0.000141471 0.000288406 5.01065e-05 -0.000128481 -0.00030136 -5.39382e-05 -0.00126793 -4.20739e-08 4.47451e-05
internal_weight=0 3644 824 140 684 94 2820 2697 341 250 203 2356 621 556 502 123 2269 2185
internal_count=3725 3644 824 140 684 94 2820 2697 341 250 203 2356 621 556 502 123 2269 2185
is_linear=0
shrinkage=0.0995203


Tree=4018
num_leaves=18
num_cat=0
split_feature=2 2 2 5 8 17 18 18 18 20 18 2 3 3 3 9 19
split_gain=0.00826632 0.0169687 0.0132249 0.0125223 0.0187044 0.0119167 0.0144254 0.0232175 0.0169076 0.0200224 0.01371 0.0154106 0.0115627 0.0106742 0.0248606 0.0132232 0.0081615
threshold=-0.122295 -0.14264999999999997 -0.097214999999999996 -0.010764999999999999 -0.020084999999999999 -0.54604999999999992 -0.15202999999999997 -0.112385 -0.26631499999999997 -0.073489999999999986 -0.098315 -0.087075 0.096595000000000028 0.10502000000000002 0.11360500000000003 0.088365000000000013 0.078495000000000023
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 -5 12 8 -8 9 -7 -9 -12 -4 15 -15 16 -1
right_child=2 -3 5 4 -6 6 7 10 -10 -11 11 -13 -14 14 -16 -17 -18
leaf_value=0.0014225860115728455 -0.0022491910367859478 0.0021768330333324908 -0.002170683963132157 -0.0016134082997770124 0.0010662924535655147 -0.0012491012051783527 0.0018334036045411807 -0.0014416428883952245 -0.0020837938804885597 0.0010929078730780395 0.00085149767177473913 1.835013378131763e-05 0 0.0022905467073553974 -0.00054360475945210249 -0.0012054961698357508 -0.00040322699991192205
leaf_weight=48 49 50 48 53 50 77 75 59 65 68 241 2538 50 63 59 84 48
leaf_count=48 49 50 48 53 50 77 75 59 65 68 241 2538 50 63 59 84 48
internal_value=0 0.000477053 -2.96729e-05 -0.000936885 -0.000304635 1.28846e-05 4.70452e-05 0.00010472 -0.000749094 -0.000145134 5.87479e-05 9.08968e-05 -0.00106737 0.000192921 0.000913223 -0.000290736 0.000501152
internal_weight=0 352 3373 152 103 3221 3123 2913 210 145 2838 2779 98 302 122 180 96
internal_count=3725 352 3373 152 103 3221 3123 2913 210 145 2838 2779 98 302 122 180 96
is_linear=0
shrinkage=0.0995203


Tree=4019
num_leaves=11
num_cat=0
split_feature=28 19 10 4 17 3 7 3 3 3
split_gain=0.00962399 0.00910832 0.00937905 0.0243447 0.0105034 0.0179646 0.00753753 0.0098174 0.0166518 0.0140027
threshold=0.080375000000000016 0.13612500000000002 0.086275000000000018 0.10801000000000002 -0.55157999999999996 0.099950000000000025 -0.10984999999999999 0.097880000000000023 0.092115000000000016 0.10377500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -6 8 -8 -9
right_child=-2 -3 3 -5 6 -7 7 9 -10 -11
leaf_value=0.00011750402782430675 0.0010891488376468183 0.001056082581655367 0.0018656338154978182 -0.00083356004649678928 -0.0011462955897831475 -0.0024152029726295589 6.6020808283378452e-06 0.00098794689817510023 -0.00067403108434441401 6.215587065991064e-05
leaf_weight=61 81 78 82 55 59 50 1753 200 446 860
leaf_count=61 81 78 82 55 59 50 1753 200 446 860
internal_value=0 -7.48035e-06 -3.09735e-05 0.000776041 -6.34552e-05 -0.00101598 -3.13427e-05 -1.09067e-05 -0.000131071 0.000237606
internal_weight=0 3644 3566 137 3429 111 3318 3259 2199 1060
internal_count=3725 3644 3566 137 3429 111 3318 3259 2199 1060
is_linear=0
shrinkage=0.0995203


Tree=4020
num_leaves=33
num_cat=0
split_feature=6 21 1 0 0 0 3 2 9 0 0 1 2 9 1 21 4 21 9 0 0 1 2 3 21 1 6 1 9 0 1 9
split_gain=0.00989944 0.0173396 0.0367747 0.0827538 0.0241903 0.0163131 0.0262551 0.0129256 0.0114605 0.0140711 0.0247766 0.0153488 0.0239544 0.0115268 0.0233902 0.01071 0.028455 0.0178468 0.0177558 0.0177409 0.0170437 0.0169464 0.0147697 0.0110271 0.0103913 0.0258413 0.0375321 0.0212585 0.0231634 0.00935286 0.00504863 0.00471349
threshold=-0.0065449999999999996 -0.014264999999999998 -0.0090649999999999984 -0.096019999999999994 -0.085794999999999996 -0.225295 0.090905000000000027 -0.086050000000000001 0.096225000000000019 -0.077174999999999994 -0.071340000000000001 -0.072579999999999992 -0.065379999999999994 0.094435000000000033 -0.077945 0.085955000000000018 0.10423500000000002 0.087570000000000023 0.08486500000000001 -0.13056499999999996 -0.067059999999999995 0.054560000000000004 -0.077115000000000003 0.13640000000000005 -0.067244999999999985 -0.049499999999999995 0.096575000000000022 -0.068094999999999989 0.091690000000000021 -0.088174999999999989 0.40780000000000011 0.10153500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 30 -1 6 -3 -6 13 -10 -11 31 -13 24 -15 16 18 -17 -7 -18 21 -19 -22 -21 29 27 -27 28 -26 -2 -4 -12
right_child=8 5 3 -5 7 15 -8 -9 9 10 11 12 -14 14 -16 17 19 20 -20 23 22 -23 -24 -25 25 26 -28 -29 -30 -31 -32 -33
leaf_value=0.0015663535022224244 -0.0021910664548610063 0.0029736421588709913 0.0010412039463858131 0.0053599535754976372 0.00013349419795092272 -0.00039963872115498698 -0.0002558738905354415 -0.0020560167893292577 -0.0011070517253912249 0.0024355439587227107 0.0018210410111809789 -0.0022634188444257517 0.000664265985808745 0.00028943738724861477 -0.0027575699076914212 0.00161537168648592 0.0017865672094899531 0.00016023721653046666 -0.0026614967840568344 0.00035072521134458997 0.0019372250410688116 -0.00081635409528908211 0.0001876171611992163 -0.0011568466257954196 -0.00030119939562824787 -9.2348291413120012e-05 0.0035362926196527518 -0.0023020371287802242 0.0010457533859583477 -0.0001633456169820713 -0.00036577710144114429 0.00039940340028222398
leaf_weight=53 46 48 52 49 49 66 51 57 50 63 47 49 63 48 51 76 53 496 74 117 76 272 132 81 1083 72 46 47 143 46 48 49
leaf_count=53 46 48 52 49 49 66 51 57 50 63 47 49 63 48 51 76 53 496 74 117 76 272 132 81 1083 72 46 47 143 46 48 49
internal_value=0 0.000202494 0.000884438 0.00200821 -0.000163508 6.57507e-05 0.00130168 -0.00103616 -0.000120699 0.00042058 0.000705452 0.000177498 -0.000609287 -0.000231046 -0.00127196 -1.84757e-05 -0.000463705 0.000146226 -0.00160104 0.000167404 3.09863e-05 -0.000184573 0.000830833 -0.000261874 -0.000161006 -9.26179e-05 0.00131527 -0.000223764 -0.000143424 -0.0011861 0.000357667 0.00110394
internal_weight=0 1850 308 149 159 1542 99 106 1903 321 271 208 112 1582 99 1443 391 1052 140 251 976 768 208 198 1483 1391 118 1273 1226 92 100 96
internal_count=3753 1850 308 149 159 1542 99 106 1903 321 271 208 112 1582 99 1443 391 1052 140 251 976 768 208 198 1483 1391 118 1273 1226 92 100 96
is_linear=0
shrinkage=0.0995203


Tree=4021
num_leaves=21
num_cat=0
split_feature=24 8 8 3 3 3 3 3 21 21 9 9 9 8 20 9 20 1 1 4
split_gain=0.00938205 0.00866717 0.0315648 0.0162837 0.0720928 0.0265788 0.0217223 0.0212406 0.0124245 0.0368079 0.0142842 0.0484154 0.0173315 0.011998 0.0115008 0.0107053 0.0103133 0.0205383 0.0103997 0.00959686
threshold=-0.069349999999999995 -0.069939999999999988 -0.068099999999999994 0.087515000000000023 0.085965000000000028 0.08895500000000002 0.090135000000000021 0.092300000000000021 -0.014264999999999998 -0.047889999999999995 0.099330000000000016 0.09667000000000002 0.09518500000000002 -0.076554999999999998 -0.058504999999999995 0.11156500000000001 -0.014534999999999999 -0.0076199999999999992 -0.013384999999999999 0.085590000000000013
decision_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 14 -5 -7 -8 9 16 11 12 13 -10 -4 -12 17 -2 -18 -16
right_child=1 2 3 5 -6 6 7 -9 10 -11 15 -13 -14 -15 19 -17 18 -19 -20 -21
leaf_value=0.0011519474691833761 -0.00207680439661764 0.002743381668900416 -0.0013587474168911689 -0.0020151949869668408 0.0042236610234332806 0.002017854291862319 -0.0012909552925147248 0.00013749740869169969 -0.00015739825840781283 0.0025838007672132732 0.0017661561922958002 -0.0028922528541632272 0.0015093655186142847 -0.0012665839872006339 0.0010472803962753661 -0.000199628033389109 0.0015352643456890197 0.00038287000066922314 -0.00045045270723590152 -0.00053869991200875846
leaf_weight=73 58 47 47 64 50 54 117 866 1632 65 62 67 59 103 95 48 59 79 46 62
leaf_count=73 58 47 47 64 50 54 117 866 1632 65 62 67 59 103 95 48 59 79 46 62
internal_value=0 1.22324e-05 0.000207116 0.000118537 0.000836991 -4.64657e-05 7.4248e-05 -3.16892e-05 -0.000107349 0.000480778 -0.000199371 -0.000264846 -0.000166265 -0.000223718 2.91089e-06 0.000900918 -8.07006e-05 -0.000652477 0.000657535 0.000415756
internal_weight=0 3680 1402 1355 254 1101 1037 983 2278 307 1971 1861 1794 1735 204 110 242 137 105 157
internal_count=3753 3680 1402 1355 254 1101 1037 983 2278 307 1971 1861 1794 1735 204 110 242 137 105 157
is_linear=0
shrinkage=0.0995203


Tree=4022
num_leaves=16
num_cat=0
split_feature=5 6 20 27 6 20 0 17 17 8 17 8 17 20 20
split_gain=0.00799175 0.0343864 0.00680366 0.0209318 0.031488 0.0343857 0.0244518 0.0192808 0.0141388 0.0189404 0.0127151 0.0213968 0.0141303 0.011797 0.00838485
threshold=-0.53715999999999997 -0.12640499999999996 -0.083330000000000001 0.085370000000000015 -0.091704999999999995 -0.08588999999999998 -0.11524 -0.45380999999999999 0.51326500000000019 -0.077889999999999987 0.41106500000000007 -0.078054999999999999 0.40057000000000009 -0.08231999999999999 -0.081189999999999998
decision_type=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 10 -10 12 -12 13 -4 -15
right_child=2 -3 8 -5 5 -7 7 -9 9 -11 11 -13 -14 14 -16
leaf_value=0.0027764762145455184 0.0026498276322165504 -0.0005472619364101062 -0.0013673110761805542 -0.0013578960070878643 -0.0022322185508850149 0.0019661443336894506 0.0019082019293368388 -0.00025018772015941276 0.00017459851801492299 -0.0022854526327862165 -0.0003256148347139676 0.0024776164178749263 -0.0017612404803492437 0.0010012795823760171 -2.0364810719014938e-05
leaf_weight=52 62 75 63 64 51 90 50 226 59 64 54 53 47 82 2661
leaf_count=52 62 75 63 64 51 90 50 226 59 64 54 53 47 82 2661
internal_value=0 0.000807193 3.76826e-06 0.000328808 0.000555881 0.000242587 -0.000229283 0.000137859 -5.32146e-05 -0.00109877 -9.49084e-06 0.00105525 -4.97103e-05 -2.07507e-05 9.87808e-06
internal_weight=0 127 3626 543 479 417 327 276 3083 123 2960 107 2853 2806 2743
internal_count=3753 127 3626 543 479 417 327 276 3083 123 2960 107 2853 2806 2743
is_linear=0
shrinkage=0.0995203


Tree=4023
num_leaves=14
num_cat=0
split_feature=24 18 18 20 0 1 1 3 0 0 3 3 18
split_gain=0.00757117 0.00716442 0.0101442 0.0129598 0.00640078 0.0174477 0.0156786 0.037866 0.0156686 0.0100776 0.00855723 0.0495864 0.0279929
threshold=-0.069349999999999995 -0.45171999999999995 -0.26599999999999996 -0.066619999999999999 -0.093765000000000001 0.5074550000000001 0.41897000000000012 0.13345500000000002 -0.1525 -0.1021 0.087570000000000023 0.08785500000000003 -0.1394
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 10 7 9 -8 -4 12 -12 -6
right_child=1 2 4 -5 5 -7 8 -9 -10 -11 11 -13 -14
leaf_value=0.0010317063345376574 -0.0009354488339861723 -9.0609663407608144e-05 2.7475689459934498e-05 0.0022186989862128677 0.0018359945665085526 -0.0018183614698452969 0.00020637317463743687 -0.0026959592449693759 0.0026711860827136739 0.00083379482525111571 0.0028952611830133147 -1.7342020085593231e-05 -0.00046810975961101382
leaf_weight=73 78 48 587 47 56 56 55 46 49 209 60 1635 754
leaf_count=73 78 48 587 47 56 56 55 46 49 209 60 1635 754
internal_value=0 7.87359e-06 2.85282e-05 0.00104327 8.06621e-07 -8.06738e-05 0.000222255 7.88327e-05 0.00137555 0.000240214 -4.15005e-05 8.52761e-05 -0.000307803
internal_weight=0 3680 3602 95 3507 2561 946 842 104 796 2505 1695 810
internal_count=3753 3680 3602 95 3507 2561 946 842 104 796 2505 1695 810
is_linear=0
shrinkage=0.0995203


Tree=4024
num_leaves=26
num_cat=0
split_feature=18 18 6 6 18 18 8 18 17 21 17 5 1 2 2 12 8 1 1 3 0 1 1 2 18
split_gain=0.0231553 0.049788 0.0559801 0.0850305 0.048162 0.0335585 0.0201177 0.0462999 0.0426996 0.0293827 0.0236522 0.0193033 0.0230982 0.0159463 0.0211154 0.0131176 0.0106639 0.0146187 0.0263191 0.0141393 0.0117365 0.011641 0.054112 0.0199178 0.00903409
threshold=-0.022504999999999997 -0.070104999999999987 -0.013304999999999999 0.089525000000000021 -0.057764999999999997 -0.018864999999999996 -0.076554999999999998 -0.077844999999999998 0.12439000000000001 -0.014264999999999998 -0.0050499999999999998 -0.011514999999999999 0.058455000000000014 0.097285000000000024 -0.018864999999999996 0.098385000000000028 -0.092299999999999993 0.51390500000000017 0.41897000000000012 0.12870500000000004 -0.073464999999999989 -0.084759999999999988 -0.079629999999999992 -0.079844999999999985 0.081485000000000016
decision_type=2 2 2 2 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 -5 -2 7 8 9 -1 -11 -8 13 14 -13 16 21 18 19 -18 -20 24 -23 -24 -7
right_child=5 2 3 4 -6 15 11 -9 -10 10 -12 12 -14 -15 -16 -17 17 -19 20 -21 -22 22 23 -25 -26
leaf_value=0.0019869923770445175 0.0026872626987233241 0.00057229683213748243 -0.0054388074794584403 -0.0032503867325660843 0.00047241980018484717 0.00057159112700773688 -0.0022515721111059446 0.0032259939356898146 -0.0026312760618570439 0.00020987497713948763 -0.0021555701976120672 -0.00016277031487069166 -0.0019807049271050609 -0.00164910146976627 0.0020404133579247979 -0.001673003767383453 -0.00023880343361872485 -0.0016414787149718541 0.0026459078856304612 0.00097252997695340042 0.00040953652833947997 0.0035511055050284047 -0.0008953305613681198 0.00069448552380009282 -0.0011882835469137149
leaf_weight=82 46 80 67 60 80 48 63 47 56 326 48 309 77 57 50 47 1442 60 48 102 47 55 113 251 71
leaf_count=82 46 80 67 60 80 48 63 47 56 326 48 309 77 57 50 47 1442 60 48 102 47 55 113 251 71
internal_value=0 -0.00048584 -0.00165515 -0.00251995 -0.00111722 2.57214e-05 -0.000184126 0.000236414 -3.64213e-05 0.00028045 -9.1523e-05 -0.000608408 -0.000396769 -0.00010162 0.0001418 -2.75239e-05 6.68216e-06 -0.000115218 -5.8846e-05 -0.00015825 0.00154811 0.000393165 0.000640703 0.000198695 -0.000471539
internal_weight=0 1402 287 207 140 2330 1115 559 512 456 374 556 493 416 359 2284 2237 1699 1639 1544 95 538 419 364 119
internal_count=3732 1402 287 207 140 2330 1115 559 512 456 374 556 493 416 359 2284 2237 1699 1639 1544 95 538 419 364 119
is_linear=0
shrinkage=0.0995203


Tree=4025
num_leaves=21
num_cat=0
split_feature=18 18 18 5 5 21 21 0 1 1 2 3 3 3 4 3 5 21 6 26
split_gain=0.0187858 0.0413481 0.0272101 0.0244747 0.0419573 0.0273157 0.0471354 0.0191143 0.0244059 0.0167673 0.0127503 0.0113088 0.019531 0.013954 0.0155908 0.0123686 0.0338224 0.0291871 0.0254401 0.0176357
threshold=-0.022504999999999997 -0.032374999999999994 -0.018864999999999996 -0.041054999999999994 -0.025879999999999997 -0.0086749999999999987 -0.018669999999999996 0.12346000000000003 -0.090104999999999991 -0.018369999999999997 0.42136500000000005 0.11769000000000002 0.12131500000000002 0.12992500000000004 0.13881500000000005 0.10850000000000003 -0.067969999999999989 0.11309000000000002 -0.083069999999999991 0.11991000000000003
decision_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 -1 -5 6 9 8 -7 -6 11 15 -13 -14 -15 17 18 19 -17 -4
right_child=2 -3 10 4 5 7 -8 -9 -10 -11 -12 12 13 14 -16 16 -18 -19 -20 -21
leaf_value=0.0013368478709631006 0.002419825615034689 -0.0026506217655019064 2.0182480630476507e-05 -0.0031053190858780048 0.001172230498536007 0.0003671536581912341 0.0034856424917063607 -0.0023871032115188894 -0.0007399537429703182 -0.00094899256738770535 -0.0013671664288874852 0.0024250615533417566 -0.0010738682164313684 0.0011304663278302043 -0.0005946422533977849 -0.0010730098237764292 -0.0028701706700728275 0.0024499143808362385 0.0017710083196572862 -0.001306945266562214
leaf_weight=84 46 79 1525 55 62 282 48 51 650 91 68 47 63 165 75 80 57 47 51 106
leaf_count=84 46 79 1525 55 62 282 48 51 650 91 68 47 63 165 75 80 57 47 51 106
internal_value=0 -0.000437547 2.31966e-05 -0.000304779 -0.000416737 -0.000291153 0.000764333 -0.000507808 -0.000404092 -8.40614e-05 -2.47134e-05 1.61116e-05 0.000535527 0.000239729 0.000587959 -8.08748e-05 -0.000846378 4.40293e-06 2.79545e-05 -6.55667e-05
internal_weight=0 1402 2330 1323 1239 1184 201 983 932 153 2284 2216 350 303 240 1866 188 1678 131 1631
internal_count=3732 1402 2330 1323 1239 1184 201 983 932 153 2284 2216 350 303 240 1866 188 1678 131 1631
is_linear=0
shrinkage=0.0995203


Tree=4026
num_leaves=25
num_cat=0
split_feature=18 18 6 6 18 18 1 21 3 21 3 18 5 18 12 3 5 26 1 18 0 17 17 3
split_gain=0.0152324 0.0370272 0.0474127 0.0823733 0.0526685 0.0220641 0.0142635 0.022324 0.0207642 0.0224713 0.0161545 0.0167638 0.0281839 0.015145 0.0107801 0.0098001 0.0250533 0.0244569 0.0192759 0.0153648 0.0484673 0.0117986 0.0332944 0.0272458
threshold=-0.022504999999999997 -0.070104999999999987 -0.011749999999999998 0.087765000000000024 -0.050324999999999995 -0.018864999999999996 0.031740000000000011 0.11729000000000002 0.10871500000000002 0.088010000000000019 0.097595000000000029 -0.080814999999999984 -0.025879999999999997 -0.10726999999999999 0.098385000000000028 0.083815000000000014 -0.02504 0.08488500000000003 0.039665000000000013 -0.011039999999999999 -0.085794999999999996 -0.036600000000000001 -0.020405 0.10708000000000002
decision_type=2 2 2 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 -5 -2 8 -8 10 -10 11 12 -1 -12 15 16 18 -18 -7 20 -17 23 -23 -21
right_child=5 2 3 4 -6 14 7 -9 9 -11 13 -13 -14 -15 -16 19 17 -19 -20 21 -22 22 -24 -25
leaf_value=-0.0023530245505243149 0.0021790042561075072 0.00052943950812999363 -0.0057027043757306604 -0.0028461070183065438 0.00089395936194344022 -0.0014916786931801994 -0.0026115055980647723 -6.5397733042736589e-05 0.0026636454722012907 -0.000197991453969042 -0.0025258738624978606 0.0012956370382653695 1.5867304989641387e-05 -2.8558834258261289e-05 -0.0015139777775384853 0.00091443543258820149 0.00028419738578350587 0.003481654205292008 0.00077732084003962777 -0.00082759147548529634 -0.0028993670953008231 0.0027418911390512959 7.0955164557669954e-05 0.0007632138009379851
leaf_weight=54 46 87 51 78 71 65 56 89 57 51 52 87 623 46 47 62 49 47 86 385 70 48 1278 147
leaf_count=54 46 87 51 78 71 65 56 89 57 51 52 87 623 46 47 62 49 47 86 385 70 48 1278 147
internal_value=0 -0.000394002 -0.00140238 -0.00224682 -0.00105843 2.08531e-05 -0.000133712 -0.00105437 3.06825e-06 0.00130474 -0.000159068 -3.69158e-06 -0.000171875 -0.00136202 -2.22539e-05 8.7217e-06 0.000600294 0.00185815 -0.00019398 -6.42933e-05 -0.00110183 8.97736e-06 0.000168258 -0.000386488
internal_weight=0 1402 287 200 149 2330 1115 145 970 108 862 764 677 98 2284 2237 247 96 151 1990 132 1858 1326 532
internal_count=3732 1402 287 200 149 2330 1115 145 970 108 862 764 677 98 2284 2237 247 96 151 1990 132 1858 1326 532
is_linear=0
shrinkage=0.0995203


Tree=4027
num_leaves=22
num_cat=0
split_feature=18 18 18 4 4 17 2 21 2 2 8 8 0 4 0 4 4 1 4 1 17
split_gain=0.012368 0.0327408 0.0178887 0.013251 0.0269771 0.01505 0.034162 0.0162411 0.0161192 0.0103816 0.0126078 0.0178913 0.0155921 0.0154957 0.0117633 0.0101842 0.028742 0.0536015 0.0265606 0.0188497 0.0166686
threshold=-0.022504999999999997 -0.029094999999999999 -0.018864999999999996 0.10876500000000001 0.10343500000000001 -0.53447999999999996 0.097285000000000024 0.097880000000000009 -0.081864999999999993 0.42136500000000005 -0.091600000000000001 -0.092844999999999997 -0.089449999999999988 0.078940000000000024 -0.082339999999999983 0.10373000000000003 0.086380000000000026 -0.0057250000000000001 0.10724500000000002 -0.077634999999999996 -0.081244999999999998
decision_type=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 5 8 7 -7 -1 10 11 12 13 -4 -14 16 19 -18 -17 -12 -20
right_child=2 -3 9 -5 -6 6 -8 -9 -10 -11 15 -13 14 -15 -16 18 17 -19 20 -21 -22
leaf_value=-0.00045524132582097198 0.0019621495154485227 -0.0028069748340738012 0.0013367511372459097 0.0011349262041206666 -0.0026719463931098768 -4.2409536091717791e-05 -0.0029505336521380423 -0.0010155332952826261 0.0019143733513052237 -0.0012312920968730726 -0.00057179917068908971 0.0020919162304390434 -0.0015670157501455585 -8.1228157577657603e-05 0.00013171491286569629 0.0024886817895766237 0.00056192545262089152 -0.0035650818744816788 0.0016568175268639384 0.0002262268355723133 -0.00034129325632084416
leaf_weight=51 46 52 160 64 47 865 48 212 63 68 487 58 66 144 102 50 57 68 50 735 239
leaf_count=51 46 52 160 64 47 865 48 212 63 68 487 58 66 144 102 50 57 68 50 735 239
internal_value=0 -0.000354907 1.88827e-05 -0.000259851 -0.000329901 -0.000240397 -0.000351325 -0.000234722 0.000847102 -1.98965e-05 1.69069e-05 0.000440616 0.000235967 0.000662384 -0.000530771 -0.000115802 -0.000238877 -0.00167662 0.000370814 -9.11382e-05 1.56825e-06
internal_weight=0 1402 2330 1350 1286 1239 1125 1077 114 2284 2216 530 472 304 168 1686 1347 125 339 1222 289
internal_count=3732 1402 2330 1350 1286 1239 1125 1077 114 2284 2216 530 472 304 168 1686 1347 125 339 1222 289
is_linear=0
shrinkage=0.0995203


Tree=4028
num_leaves=13
num_cat=0
split_feature=7 7 24 3 6 6 3 26 3 9 8 26
split_gain=0.00848395 0.0079329 0.00835609 0.0083459 0.0211137 0.0293796 0.0148022 0.0139935 0.00644482 0.0310464 0.00712017 0.00536365
threshold=0.093110000000000012 0.07988000000000002 -0.068099999999999994 0.08622500000000001 0.088315000000000018 0.087515000000000023 0.086535000000000015 0.090715000000000032 0.08777500000000002 0.087495000000000031 0.15415000000000004 0.086985000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -5 -4 9 -8 -10 -6
right_child=-2 -3 3 6 11 -7 8 -9 10 -11 -12 -13
leaf_value=0.001248659521193213 0.0010672794307443622 -0.001253961019508076 -0.00046341197561502225 0.0016721353021673497 -0.00091301053834271645 0.0018559900652916563 -0.0011766081818101019 0.0012536088694949747 0.00012158873389642694 0.0013212718693447849 -0.00067930861663916832 -0.0024637978734012907
leaf_weight=53 74 50 573 56 46 68 171 51 2392 69 115 47
leaf_count=53 74 50 573 56 46 68 171 51 2392 69 115 47
internal_value=0 -8.82255e-06 8.05149e-06 -1.0046e-05 -0.000297058 -0.000106584 7.00418e-05 -0.000321767 3.70837e-05 -0.000455057 8.45238e-05 -0.00170555
internal_weight=0 3691 3641 3588 785 692 2803 624 2747 240 2507 93
internal_count=3765 3691 3641 3588 785 692 2803 624 2747 240 2507 93
is_linear=0
shrinkage=0.0995203


Tree=4029
num_leaves=24
num_cat=0
split_feature=7 17 0 20 1 9 1 3 18 9 17 9 20 17 0 17 18 3 4 17 3 18 9
split_gain=0.0068792 0.00697144 0.021547 0.0407105 0.0395328 0.0260988 0.0190203 0.0229827 0.0119963 0.0225676 0.0255448 0.0316419 0.0143535 0.0141533 0.0118761 0.0109388 0.0444857 0.0821081 0.0276555 0.0194107 0.0289927 0.011672 0.00191289
threshold=0.093110000000000012 -0.45380999999999999 -0.064859999999999987 -0.077649999999999983 -0.0083149999999999995 0.091200000000000017 -0.041999999999999996 0.10920500000000002 -0.085834999999999995 0.093425000000000022 0.052150000000000009 0.089150000000000021 -0.23803499999999997 -0.015100000000000001 -0.073464999999999989 -0.011809999999999999 -0.018864999999999996 0.08888500000000002 0.087965000000000029 -0.0082649999999999998 0.085545000000000024 0.10665500000000003 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 2 2
left_child=1 2 3 4 -1 22 7 -4 9 10 11 13 -10 -3 -11 16 17 -14 -18 20 -17 -21 -5
right_child=-2 8 6 5 -6 -7 -8 -9 12 14 -12 -13 15 -15 -16 19 18 -19 -20 21 -22 -23 -24
leaf_value=0.00049881727687482518 0.00096106353680420369 -0.00044179971391900832 -0.00093122029696318578 0.001440382283436963 0.0045604990440024813 -0.0017448295919788681 -0.0021933162047097542 0.0016560405605736668 -0.0013693203078976408 0.0020060950192473427 -0.0029680111542442203 -0.0028761627558791048 0.0049806862603951887 0.0013081709370285687 -2.6910176022382117e-05 -0.0032134324329899247 -0.00037643401499164739 0.00021725491891120665 0.0011194899724271696 -0.00010090400014756585 9.919366761354707e-05 0.00060024371413784563 0.00050055766004272382
leaf_weight=47 74 374 82 46 49 56 46 58 70 48 46 50 55 52 68 47 474 104 165 1365 58 284 47
leaf_count=47 74 374 82 46 49 56 46 58 70 48 46 50 55 52 68 47 474 104 165 1365 58 284 47
internal_value=0 -7.92244e-06 0.000367979 0.000982121 0.0025805 -4.22107e-05 -0.000436572 0.000134798 -5.78709e-05 -0.000444986 -0.000724835 -0.000506337 3.60119e-05 -0.000226266 0.000807277 7.48802e-05 0.000380498 0.00187013 8.55639e-06 -6.36969e-05 -0.00137581 1.93552e-05 0.00097422
internal_weight=0 3691 431 245 96 149 186 140 3260 638 522 476 2622 426 116 2552 798 159 639 1754 105 1649 93
internal_count=3765 3691 431 245 96 149 186 140 3260 638 522 476 2622 426 116 2552 798 159 639 1754 105 1649 93
is_linear=0
shrinkage=0.0995203


Tree=4030
num_leaves=10
num_cat=0
split_feature=30 23 29 8 8 2 3 0 4
split_gain=0.00737729 0.0151504 0.00791272 0.00699835 0.00829514 0.0113973 0.0338873 0.0162753 0.00997304
threshold=0.12577500000000003 -0.068919999999999995 0.10207000000000002 -0.51030999999999993 -0.26194999999999996 0.09556000000000002 0.09587500000000003 -0.22163999999999998 0.11860000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 7 -7 -6 -5
right_child=-2 2 -4 4 5 6 -8 -9 -10
leaf_value=0.0018206546616834206 -0.0012288364213533915 0.0011369327826290126 -0.0010850066500152629 -0.0017929305657895397 -0.0016677321544135281 0.0025043225834984577 -4.6060181516364916e-05 1.4690790979022808e-05 -1.2220159990081816e-05
leaf_weight=46 47 55 65 55 58 72 180 3113 74
leaf_count=46 47 55 65 55 58 72 180 3113 74
internal_value=0 2.57202e-05 3.01167e-06 2.28453e-05 5.36401e-06 3.51171e-05 0.000679372 -1.58239e-05 -0.000777784
internal_weight=0 3718 3672 3607 3552 3423 252 3171 129
internal_count=3765 3718 3672 3607 3552 3423 252 3171 129
is_linear=0
shrinkage=0.0995203


Tree=4031
num_leaves=14
num_cat=0
split_feature=17 2 2 7 7 26 11 7 8 7 8 8 8
split_gain=0.00600906 0.00623329 0.0247175 0.0181667 0.0127147 0.0125018 0.0140311 0.0116783 0.0128985 0.0114675 0.00974781 0.0730568 0.0281622
threshold=-0.57205499999999987 -0.082904999999999993 -0.08342999999999999 0.081185000000000021 0.082845000000000016 -0.23202999999999999 -0.11166 0.018455000000000003 1.0000000180025095e-35 0.0061300000000000009 -0.085385000000000003 -0.086304999999999993 -0.084554999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 9 -3 -7 8 -8 10 11 -2 -12
right_child=1 3 -4 -5 -6 6 7 -9 -10 -11 12 -13 -14
leaf_value=0.0010610858033469717 -0.00032405908144623693 -0.0014188512861461292 -0.0019361105093922413 0.0020263166451820205 -0.0014624516525065215 0.0014436332915482466 0.00013162799932930691 -0.0014939022529500436 -0.0009596814775458517 0.0015401578333841578 -0.0021001560140926859 0.0034996810017530796 -5.9999674820797724e-05
leaf_weight=53 261 56 75 47 62 73 2075 48 113 46 74 61 721
leaf_count=53 261 56 75 47 62 73 2075 48 113 46 74 61 721
internal_value=0 -6.00682e-06 -0.000181877 8.8443e-05 -7.38069e-05 4.95852e-05 8.55536e-05 4.08495e-05 7.48928e-05 0 -6.3195e-05 0.000397772 -0.000250931
internal_weight=0 3712 1300 2412 1225 2365 2309 2236 2188 1163 1117 322 795
internal_count=3765 3712 1300 2412 1225 2365 2309 2236 2188 1163 1117 322 795
is_linear=0
shrinkage=0.0995203


Tree=4032
num_leaves=22
num_cat=0
split_feature=3 5 5 17 17 5 8 8 8 3 3 26 3 3 8 8 5 5 17 17 36
split_gain=0.0108458 0.0239001 0.0769837 0.027504 0.0293962 0.0286088 0.0134871 0.0643704 0.0330473 0.0272367 0.0196834 0.0569158 0.0291966 0.0215163 0.0173893 0.0258084 0.0177072 0.036255 0.0210209 0.0115061 0.00567274
threshold=0.083955000000000016 -0.0091849999999999987 0.040570000000000016 -0.0088649999999999996 -0.081244999999999998 -0.41880499999999998 -0.084044999999999995 -0.083504999999999982 -0.084674999999999986 0.084795000000000023 0.086465000000000028 0.085465000000000027 0.08708500000000001 0.087745000000000031 -0.08569499999999998 -0.086254999999999984 -0.025879999999999997 -0.0073899999999999999 0.18936500000000003 -0.011174999999999999 0.088355000000000031
decision_type=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 20 8 -8 14 -9 11 -11 -12 -14 15 16 18 -18 -2 -16 -5
right_child=6 2 -4 5 -6 -7 7 9 -10 10 12 -13 13 -15 19 -17 17 -19 -20 -21 -22
leaf_value=0.0002530832189329148 -0.00075084437745751476 0.0047943503238892706 -0.00031379904231801066 -0.00094984571141453335 -0.0031102285222354394 0.0022846966298715929 0.0032640393927444744 0.0023530055238539568 -0.0023540169916960521 0.0004393451301310901 0.0024315711186783167 -0.0038809225752218343 -0.0018921178391995625 5.5465960700748525e-05 3.6758586557174518e-05 -0.0022827637979409322 0.0018593975569402622 -0.00028915188148968704 0.00073118428060872144 0.0021370146954905866 0.000504563673384099
leaf_weight=56 508 48 74 57 47 73 63 49 72 78 50 49 58 1790 54 60 115 239 116 51 49
leaf_count=56 508 48 74 57 47 73 63 49 72 78 50 49 58 1790 54 60 115 239 116 51 49
internal_value=0 0.000525408 0.00168926 1.89969e-05 -0.00127368 0.000767404 -2.02687e-05 0.000129992 -0.000285228 3.4397e-05 -2.13034e-05 -0.00122108 5.85457e-05 -5.21657e-06 -0.000154194 -0.000278279 -0.000154468 0.000406511 -0.000474027 0.00106468 -0.000269802
internal_weight=0 404 122 282 103 179 3352 2137 1215 2074 2025 127 1898 1848 1143 1038 978 354 624 105 106
internal_count=3756 404 122 282 103 179 3352 2137 1215 2074 2025 127 1898 1848 1143 1038 978 354 624 105 106
is_linear=0
shrinkage=0.0995203


Tree=4033
num_leaves=13
num_cat=0
split_feature=5 9 28 19 2 2 2 2 26 2 5 1
split_gain=0.00891624 0.0142558 0.0102413 0.00903831 0.0105753 0.0494183 0.0410911 0.0182993 0.0131922 0.0108571 0.009704 0.00680517
threshold=0.5252300000000002 0.09550500000000002 0.083225000000000021 -0.031244999999999998 -0.080644999999999994 -0.080329999999999999 -0.081055000000000002 -0.081604999999999997 0.10725000000000003 -0.079844999999999985 -0.10123 -0.046044999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 8 -5 -7 -11 -9
right_child=1 -3 -4 4 5 9 -8 11 -10 10 -12 -13
leaf_value=-0.0011886612484433817 0.0017436821116246721 -0.00042064017610658999 0.0012344601027598197 -8.2346008206400932e-05 0.0029780987798228597 -0.0012300439758248397 -0.0025035534672487483 0.0021497907916980278 -0.0013533999197812715 -0.00022556805419764945 0.00028094958773917499 0.00041142181038211713
leaf_weight=64 74 50 66 1403 60 61 72 46 86 547 1181 46
leaf_count=64 74 50 66 1403 60 61 72 46 86 547 1181 46
internal_value=0 0.00086437 5.91076e-06 -1.65978e-05 4.58819e-06 0.000168334 -0.000178079 -7.16568e-05 -0.000156308 7.36421e-05 0.000120137 0.00128951
internal_weight=0 124 3632 3566 3502 1849 1653 1581 1489 1789 1728 92
internal_count=3756 124 3632 3566 3502 1849 1653 1581 1489 1789 1728 92
is_linear=0
shrinkage=0.0995203


Tree=4034
num_leaves=27
num_cat=0
split_feature=3 26 26 18 2 2 2 3 17 3 9 3 3 3 9 6 9 3 8 0 18 18 18 36 5 17
split_gain=0.00903319 0.022823 0.0341252 0.0321083 0.0107958 0.0443379 0.0336414 0.0266735 0.0365865 0.0205269 0.0160873 0.0438103 0.0486948 0.0433442 0.0471985 0.0410026 0.0373605 0.0274225 0.0234002 0.0210074 0.00944071 0.0173621 0.0147052 0.00795675 0.0114498 0.021201
threshold=0.083955000000000016 0.087495000000000031 0.084645000000000012 -0.094939999999999997 -0.080644999999999994 -0.080329999999999999 -0.081055000000000002 0.087445000000000023 -0.00095 0.088325000000000028 0.089025000000000021 0.091225000000000014 0.089985000000000023 0.090995000000000006 0.09550500000000002 0.089165000000000022 0.085765000000000022 0.11061500000000002 -0.086914999999999992 -0.073464999999999989 -0.09404499999999999 -0.18513499999999999 -0.077844999999999998 0.088355000000000031 -0.42170999999999997 -0.065004999999999993
decision_type=2 2 2 2 2 2 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 -6 10 8 -7 -9 11 12 18 15 19 -12 -13 -16 -2 -15 21 -11 -22 24 -5 -26
right_child=4 -3 -4 23 5 7 -8 9 -10 20 13 16 -14 14 17 -17 -18 -19 -20 -21 22 -23 -24 -25 25 -27
leaf_value=0.0024837589279724059 0.0005178701915134695 -0.0011394708337255162 0.0031145465006212005 -0.0018824446890418288 0.0028043165362545011 0.0029040477541605104 -0.002330593083382123 -0.002060448540303197 -0.0006311371855764143 -5.2176675182150461e-05 0.00031034408205892313 -0.00032196322895475596 0.0028828121765892187 0.00098175895508400093 -0.0014371227543781293 -0.0031418225026425104 -0.0034453523207083081 0.0010189875987491616 -0.00065364425916368085 0.0030042921195767057 0.0011477031575078411 -0.0020764557482796913 1.2081066644773674e-06 0.00070211116031951325 -0.0015113426675451632 0.0013232594668543584
leaf_weight=57 252 71 54 46 60 72 71 49 48 155 78 76 52 116 98 60 77 83 509 93 122 58 1223 71 49 56
leaf_count=57 252 71 54 46 60 72 71 49 48 155 78 76 52 116 98 60 77 83 509 93 122 58 1223 71 49 56
internal_value=0 0.000475648 0.000822471 0.000375908 -2.23515e-05 0.000144516 -0.000213413 5.16347e-05 0.00148315 -5.47521e-05 -0.00011225 -0.000354096 -6.231e-05 0.000328669 0.000866256 -0.00118467 -0.00189922 -0.000306317 -0.000264629 0.00188566 7.80283e-06 -0.000607232 0.000105811 -0.000161609 -0.000573151 0
internal_weight=0 404 333 279 3352 1787 1565 1727 120 1607 1494 966 813 528 390 138 153 181 761 209 1558 213 1345 222 151 105
internal_count=3756 404 333 279 3352 1787 1565 1727 120 1607 1494 966 813 528 390 138 153 181 761 209 1558 213 1345 222 151 105
is_linear=0
shrinkage=0.0995203


Tree=4035
num_leaves=22
num_cat=0
split_feature=3 26 4 1 3 1 21 6 8 8 8 8 2 8 8 17 8 17 8 6 6
split_gain=0.00732436 0.0187711 0.0348162 0.0529133 0.0102945 0.00972476 0.0141329 0.00941148 0.00892441 0.0158275 0.0184403 0.0169816 0.0858545 0.0194209 0.0140965 0.0121691 0.0245959 0.0354811 0.0198518 0.0202812 0.0124475
threshold=0.083955000000000016 0.087435000000000027 0.076195000000000027 -0.08616 0.084235000000000018 0.039665000000000013 0.083545000000000022 -0.44590999999999997 -0.086404999999999996 -0.08595499999999999 -0.085165000000000005 -0.083504999999999982 -0.081445000000000004 -0.082739999999999994 -0.086914999999999992 -0.0058449999999999995 -0.092844999999999997 -0.019465 -0.087954999999999992 0.087975000000000012 -0.082809999999999995
decision_type=2 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 6 -4 -7 14 -10 -11 12 -12 -13 15 16 20 -18 19 -17 -6
right_child=4 -3 5 -5 8 7 -8 -9 9 10 11 13 -14 -15 -16 18 17 -19 -20 -21 -22
leaf_value=0 -0.0014232549561390634 -0.00098777417147175983 -0.0014130705601404468 0.0046853976908997359 0.00069468881489912187 -0.00012477524211419882 0.00075828660960170727 0.0016955798992577143 0.0018390373366562694 -0.0016408720713588702 -0.0002257594737372266 -0.0015770590298854476 0.0045562136445052807 8.6511511972264563e-05 -0.0018695236226909744 8.3637415453914786e-05 7.2285297182002846e-05 0.0029769939097316115 -0.0023714978108525268 -0.0015043464184085005 -0.0010386662623988298
leaf_weight=48 51 75 72 48 58 56 50 55 51 61 144 72 50 1991 51 348 121 64 50 103 137
leaf_count=48 51 75 72 48 58 56 50 55 51 61 144 72 50 1991 51 348 121 64 50 103 137
internal_value=0 0.000428311 0.000753615 0.00234892 -2.01028e-05 9.28075e-05 -0.00051646 0.000769828 1.32776e-06 0.000104211 6.5689e-05 0.000112175 0.00100249 2.8055e-05 -0.000259308 -0.000165165 0.000258125 0.00108158 -0.000487858 -0.000277214 -0.000518906
internal_weight=0 404 329 96 3352 233 122 111 3301 2369 2318 2257 194 2063 932 881 380 185 501 451 195
internal_count=3756 404 329 96 3352 233 122 111 3301 2369 2318 2257 194 2063 932 881 380 185 501 451 195
is_linear=0
shrinkage=0.0995203


Tree=4036
num_leaves=10
num_cat=0
split_feature=10 5 2 5 5 18 9 18 9
split_gain=0.0295031 0.0211427 0.0120569 0.00880907 0.00862357 0.00972105 0.0215337 0.0105695 0.00615132
threshold=0.096215000000000023 0.63223000000000018 0.50951500000000005 0.51659500000000014 0.51100000000000012 -0.12881499999999999 0.083760000000000015 -0.098315 0.095055000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 -5
right_child=-2 -3 -4 8 -6 7 -8 -9 -10
leaf_value=-0.00054499256689059523 0.0022992257211080706 -0.0018091842125756445 0.0014781787637904754 8.4530290459012669e-05 -0.0013079667454101442 -0.00097638661439027172 0.0014967275664662214 -4.5873603942756942e-05 0.0017232181261230967
leaf_weight=89 54 66 53 46 54 126 119 3086 47
leaf_count=89 54 66 53 46 54 126 119 3086 47
internal_value=0 -4.38952e-05 -1.14842e-05 -3.38478e-05 -5.9658e-05 -3.97085e-05 0.000619171 -8.26305e-05 0.000921487
internal_weight=0 3686 3620 3567 3474 3420 208 3212 93
internal_count=3740 3686 3620 3567 3474 3420 208 3212 93
is_linear=0
shrinkage=0.0995203


Tree=4037
num_leaves=13
num_cat=0
split_feature=10 5 2 9 2 8 3 17 18 6 5 6
split_gain=0.0239232 0.0171437 0.00977667 0.00837763 0.0116627 0.0108223 0.0106026 0.00815623 0.0101947 0.00683202 0.0204283 0.00962549
threshold=0.096215000000000023 0.63223000000000018 0.50951500000000005 0.11201500000000002 -0.067815 -0.066829999999999987 0.11360500000000003 -0.55286000000000002 -0.037059999999999989 0.11345500000000001 -0.039649999999999998 0.085845000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -6 -7 8 -1 11 -11 -9
right_child=-2 -3 -4 4 5 6 -8 9 -10 10 -12 -13
leaf_value=0.0019005864960080306 0.0020704064225957899 -0.0016291337432697748 0.0013310702333949312 -0.00085289591296145394 -0.00042975930075833142 0.0023727046497542823 0.00064177088291785206 -0.00018101430473055019 -7.0459628822484776e-05 -0.0022016006197984584 -3.2356845857437535e-06 0.00020636139294616688
leaf_weight=46 54 66 53 49 49 55 102 2097 58 60 141 910
leaf_count=46 54 66 53 49 49 55 102 2097 58 60 141 910
internal_value=0 -3.95267e-05 -1.03188e-05 -3.04792e-05 0.000518787 0.000849035 0.00125336 -7.30159e-05 0.000793478 -0.000101362 -0.000663537 -6.35116e-05
internal_weight=0 3686 3620 3567 255 206 157 3312 104 3208 201 3007
internal_count=3740 3686 3620 3567 255 206 157 3312 104 3208 201 3007
is_linear=0
shrinkage=0.0995203


Tree=4038
num_leaves=11
num_cat=0
split_feature=20 5 1 4 30 9 18 0 30 0
split_gain=0.0271301 0.0199128 0.00844907 0.014939 0.0106433 0.00740303 0.0111099 0.0151549 0.00786058 0.00889771
threshold=0.17747000000000004 0.6362850000000001 0.51334500000000016 0.13809000000000002 0.11290000000000001 0.11201500000000002 0.10307000000000002 -0.064494999999999983 0.096930000000000016 0.12084000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 8 7 -7 9 -1
right_child=-2 -3 3 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.00011863529815448932 0.0018283662478814754 -0.0021050454579212294 -0.00017098520003834471 0.0020112456064511658 -0.0013532088622254738 0.00021973884551062801 -0.00057158677063128254 0.0022416041214142674 0.001211165496839829 0.00073745194704578053
leaf_weight=3035 78 46 70 55 61 100 64 59 47 125
leaf_count=3035 78 46 70 55 61 100 64 59 47 125
internal_value=0 -4.73005e-05 -2.0897e-05 0.000782648 -4.99035e-05 -2.64865e-05 0.000527565 0.00097514 -6.5268e-05 -8.4512e-05
internal_weight=0 3662 3616 125 3491 3430 223 159 3207 3160
internal_count=3740 3662 3616 125 3491 3430 223 159 3207 3160
is_linear=0
shrinkage=0.0995203


Tree=4039
num_leaves=8
num_cat=0
split_feature=20 10 10 7 5 8 8
split_gain=0.0219983 0.0169013 0.0123578 0.00907988 0.00847534 0.00818786 0.00839739
threshold=0.17747000000000004 0.090150000000000022 0.085705000000000017 -0.074779999999999999 0.62404000000000015 -0.51030999999999993 -0.16443499999999997
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7
right_child=-2 -3 -4 4 -6 6 -8
leaf_value=0.0010901725392100719 0.0016464069384811875 -0.0015112759495522299 0.0012037492634859824 0.0010620667153002467 -0.0013624924408594155 -0.00078071437787935742 -3.0004647743902365e-05
leaf_weight=69 78 76 81 65 49 155 3167
leaf_count=69 78 76 81 65 49 155 3167
internal_value=0 -4.25709e-05 -1.12156e-05 -3.95268e-05 -6.24511e-05 -4.34016e-05 -6.52782e-05
internal_weight=0 3662 3586 3505 3436 3387 3322
internal_count=3740 3662 3586 3505 3436 3387 3322
is_linear=0
shrinkage=0.0995203


Tree=4040
num_leaves=23
num_cat=0
split_feature=18 18 0 5 9 1 18 2 2 2 18 5 18 2 9 9 9 0 19 9 1 2
split_gain=0.0080394 0.0130909 0.0375181 0.0620999 0.0307726 0.012751 0.0193859 0.0618068 0.00991271 0.0199948 0.028608 0.0224556 0.0223686 0.0128467 0.00914255 0.0270886 0.0204834 0.0307412 0.0180641 0.0147893 0.0083204 0.0179856
threshold=0.10361000000000002 0.089505000000000015 -0.070134999999999989 -0.084089999999999984 0.087695000000000009 -0.53140500000000002 0.086285000000000014 -0.081734999999999988 -0.082404999999999992 -0.074084999999999998 0.11362500000000002 -0.061665000000000005 0.11906500000000002 -0.096314999999999998 0.08938500000000002 0.089935000000000029 0.08758500000000001 -0.090394999999999989 -0.031244999999999998 0.087215000000000015 -0.049499999999999995 -0.013944999999999999
decision_type=2 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 -1 14 -8 13 10 -10 -12 -11 -2 16 -16 19 -18 -17 -7 -14 -22
right_child=8 2 -4 -5 -6 6 7 -9 9 12 11 -13 20 -15 15 18 17 -19 -20 -21 21 -23
leaf_value=0.0016013698512911683 -0.0001188389272592187 0.0017407072302855029 -0.0011362207805303394 0.0042450512369774799 -0.0010528910325293766 -2.4804146406426406e-05 0.0013067484603827644 -0.0036275947248858641 0.002698147441723552 -0.0026363838439352957 -0.0013406006494093375 0.0014293294456216756 -0.00095736147513817544 -0.0023273863243805921 0.0024232298139548565 -0.0014908469782323951 0.00097064502775074627 -0.001606019137637161 0.00026671601563956599 0.0017143423297565088 -0.00078865802668600033 0.0018419487693910181
leaf_weight=49 54 80 79 56 76 1524 46 55 50 48 67 51 85 52 55 62 61 181 862 50 58 46
leaf_count=49 54 80 79 56 76 1524 46 55 50 48 67 51 85 52 55 62 61 181 862 50 58 46
internal_value=0 7.23939e-05 0.000709209 0.00140075 0.000374476 9.19129e-06 -1.74655e-05 -0.00137217 -0.00035231 -0.000125807 0.00070228 -0.00013649 -0.000716259 -0.00121 3.1195e-05 0.000276562 -0.000100631 -0.000953147 0.000147898 2.99219e-05 -0.000224276 0.000367009
internal_weight=0 3236 291 212 156 2945 2896 101 511 405 168 118 237 106 2795 979 1816 242 924 1574 189 104
internal_count=3747 3236 291 212 156 2945 2896 101 511 405 168 118 237 106 2795 979 1816 242 924 1574 189 104
is_linear=0
shrinkage=0.0995203


Tree=4041
num_leaves=13
num_cat=0
split_feature=27 17 20 17 18 17 0 20 18 0 0 26
split_gain=0.007814 0.0061842 0.0157843 0.00688177 0.00632084 0.044439 0.014081 0.019427 0.0104029 0.00736697 0.022383 0.0124482
threshold=0.12102500000000002 -0.55286000000000002 -0.0088249999999999978 -0.54604999999999992 -0.090899999999999995 -0.0064000000000000003 0.047575000000000013 -0.0094199999999999996 -0.089024999999999993 -0.071029999999999996 -0.067345000000000002 0.096155000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 -5 -6 11 -11 -10
right_child=-2 3 -4 4 8 -7 -8 -9 9 10 -12 -13
leaf_value=0.0021557279449915165 0.0012879793172673232 -0.0011542550049718438 -0.00010262313016127132 0.00044425579329122997 -0.0012980239074928269 0.0025840788317064685 0.0015328184625701387 -0.00083326169964187771 -6.832012384181042e-05 -0.0018848291148241434 -0.00010544027786911745 0.00054910192907229151
leaf_weight=46 47 53 90 230 67 73 51 241 1889 82 488 390
leaf_count=46 47 53 90 230 67 73 51 241 1889 82 488 390
internal_value=0 -3.18319e-06 0.000655212 -2.85368e-05 -1.13105e-05 0.000284022 -3.60655e-05 -0.000207683 -7.18528e-05 -4.27296e-05 -0.000362859 3.69787e-05
internal_weight=0 3700 136 3564 3511 595 522 471 2916 2849 570 2279
internal_count=3747 3700 136 3564 3511 595 522 471 2916 2849 570 2279
is_linear=0
shrinkage=0.0995203


Tree=4042
num_leaves=16
num_cat=0
split_feature=3 8 26 8 18 8 0 8 0 1 5 0 0 17 0
split_gain=0.00750673 0.0118717 0.00756207 0.0364896 0.0341039 0.0205452 0.0103752 0.0111 0.0085162 0.0160677 0.0204531 0.0100228 0.0112424 0.0229968 0.0186913
threshold=0.17152000000000003 -0.082244999999999999 0.11991000000000003 -0.046889999999999994 0.022040000000000008 -0.012329999999999999 0.12433000000000002 0.062560000000000018 0.019150000000000004 -0.50290499999999982 0.2686150000000001 -0.014889999999999999 -0.052884999999999995 -0.13530499999999998 -0.061654999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -5 8 -8 11 10 -10 12 14 -14 -1
right_child=1 -3 3 5 -6 -7 7 -9 9 -11 -12 -13 13 -15 -16
leaf_value=1.5929185904635008e-05 -0.00023162542072893363 0.0019461499599164687 -0.00035549118282293267 0.002336393738945204 -0.003605412182796512 -0.00029666503962136282 0.0021609544706175697 9.100578586051303e-05 -0.0011902522393650345 -0.0016226258833063824 0.0017435593049151569 0.0013203845087599686 -0.0020558811657625069 0.00045392421858626554 0.0017770379206545593
leaf_weight=2838 48 50 80 47 54 77 46 60 48 89 46 59 75 69 61
leaf_count=2838 48 50 80 47 54 77 46 60 48 89 46 59 75 69 61
internal_value=0 0.000871132 -1.1386e-05 -0.000530942 -0.00167127 0.000694748 2.79024e-05 0.000997009 -3.11947e-06 -0.000663072 0.000236734 3.555e-05 1.03696e-05 -0.000847581 5.32684e-05
internal_weight=0 98 3649 258 134 124 3391 106 3285 183 94 3102 3043 144 2899
internal_count=3747 98 3649 258 134 124 3391 106 3285 183 94 3102 3043 144 2899
is_linear=0
shrinkage=0.0995203


Tree=4043
num_leaves=12
num_cat=0
split_feature=11 4 2 6 1 29 4 9 3 20 29
split_gain=0.00637599 0.0171931 0.0144355 0.0124184 0.014805 0.0213422 0.0174972 0.00924005 0.0177907 0.013483 0.0246624
threshold=-0.11166 0.14699000000000004 -0.029394999999999998 -0.48214499999999999 0.41165000000000013 -0.034615 0.11509500000000002 -0.093949999999999992 0.10871500000000002 -0.240845 -0.085754999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 7 -6 -7 8 -5 -9 -11
right_child=1 -3 -4 4 5 6 -8 9 -10 10 -12
leaf_value=0.0020563538723938533 0.0013672144152103779 -0.0017426398663899459 -0.00021687530437810215 -0.0017557258841421617 0.00078141852942262616 -0.0005764482043215804 -0.0029842172450458386 0.0014789411423197371 0.00050507572628200417 -0.0021736305373267358 7.6433464899752123e-05
leaf_weight=48 66 56 64 78 52 71 53 66 61 49 3083
leaf_count=48 66 56 64 78 52 71 53 66 61 49 3083
internal_value=0 -1.22094e-05 0.000750057 1.46376e-05 -1.05407e-05 -0.000900328 -0.00161218 3.61431e-05 -0.000757686 7.09026e-05 4.09699e-05
internal_weight=0 3635 112 3579 3513 176 124 3337 139 3198 3132
internal_count=3747 3635 112 3579 3513 176 124 3337 139 3198 3132
is_linear=0
shrinkage=0.0995203


Tree=4044
num_leaves=18
num_cat=0
split_feature=6 5 8 27 6 3 26 3 17 5 26 26 20 12 26 26 18
split_gain=0.0145808 0.0181332 0.021024 0.0156956 0.0111524 0.0247249 0.0233121 0.0351046 0.0347302 0.0280672 0.0109108 0.0186665 0.0179205 0.0135886 0.0161055 0.013744 0.00226175
threshold=-0.25061999999999995 -0.49053999999999998 -0.013304999999999999 0.092175000000000021 0.10681500000000003 0.093245000000000022 0.096980000000000025 0.10850000000000003 0.059130000000000009 0.054660000000000007 -0.2382 -0.095449999999999993 -1.0000000180025095e-35 -0.0088449999999999987 -0.084904999999999994 -0.079559999999999992 -0.011039999999999999
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 10 -6 7 9 -8 -7 -2 12 16 -13 -15 -16 -12
right_child=4 2 -4 -5 5 6 8 -9 -10 -11 11 13 -14 14 15 -17 -18
leaf_value=0.00059749344610073203 -0.0010976561692144218 -0.0017123281268572334 -0.0025758882095312506 0.00053597925305690129 -0.0019864389701041664 0.00022843004319576148 0.00049932847729770012 -0.001079122934309268 -0.0031298859826259058 0.0035837429381823977 -0.00013275881235132647 0.0016994380545896919 0.0024881939534610975 -0.0013898613265021975 0.0014869252730597274 0 0.00081042832495372937
leaf_weight=70 80 55 75 69 88 52 54 68 50 48 53 47 60 81 63 2686 46
leaf_count=70 80 55 75 69 88 52 54 68 50 48 53 47 60 81 63 2686 46
internal_value=0 -0.000772283 -0.00125823 -0.000454652 -1.14748e-05 -0.000536114 -6.3881e-05 0.000657844 -0.00123762 0.00184717 4.88755e-05 7.93568e-05 0.00112915 2.10544e-05 -6.53062e-06 3.39318e-05 0.000297221
internal_weight=0 269 199 124 3476 360 272 168 104 100 3116 3036 159 2877 2830 2749 99
internal_count=3745 269 199 124 3476 360 272 168 104 100 3116 3036 159 2877 2830 2749 99
is_linear=0
shrinkage=0.0995203


Tree=4045
num_leaves=18
num_cat=0
split_feature=6 2 3 6 2 18 18 18 3 18 17 5 26 9 3 2 26
split_gain=0.0118128 0.0171536 0.012633 0.0108116 0.0088572 0.00825799 0.015931 0.0134933 0.0224087 0.0173517 0.0106006 0.0104392 0.0131015 0.0133027 0.0159881 0.00518456 0.000748674
threshold=-0.25061999999999995 0.0066850000000000008 0.13345500000000002 -0.23044000000000001 -0.017704999999999995 0.11570500000000002 0.10698500000000001 0.098305000000000017 0.09742000000000002 0.095210000000000031 -0.011809999999999999 -0.072874999999999981 0.11861500000000001 0.09697500000000002 0.10871500000000002 -0.049174999999999996 0.087435000000000027
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 15 6 7 9 -9 10 -5 16 13 14 -13 -1 -7
right_child=3 2 -4 5 -6 11 -8 8 -10 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=7.2724837509156173e-05 0.0013367321837652469 -0.0027913134613282548 -0.00066213424386968062 0.00016845786069093728 0.0010451510749889033 -0.0010650961138998266 0.0013799423950764482 -0.0024643542682213177 0.00042584904642564161 0.0018990429040658479 -0.00021909404902899769 0.00055770834024608605 0.0012832299797714858 -0.0018747221530587429 -0.0015450134875487893 -0.0013349876317777427 -0.0017144385966647402
leaf_weight=57 58 51 63 1524 52 46 83 57 49 48 1291 120 50 53 51 46 46
leaf_count=57 58 51 63 1524 52 46 83 57 49 48 1291 120 50 53 51 46 46
internal_value=0 -0.000695122 -0.00162184 -1.02973e-05 -8.25172e-06 -3.33945e-05 1.99167e-05 -1.78279e-05 -0.00112059 2.27152e-05 -8.98828e-06 -0.000480183 -0.000168799 -0.000496567 -6.46322e-05 -0.000548015 -0.00139867
internal_weight=0 269 114 3476 155 3418 3052 2969 106 2863 2815 366 274 224 171 103 92
internal_count=3745 269 114 3476 155 3418 3052 2969 106 2863 2815 366 274 224 171 103 92
is_linear=0
shrinkage=0.0995203


Tree=4046
num_leaves=21
num_cat=0
split_feature=25 12 3 3 6 17 0 9 1 1 6 5 9 17 0 3 1 3 6 6
split_gain=0.0107875 0.00836049 0.00735542 0.023924 0.0463707 0.0261033 0.0200528 0.044928 0.0380578 0.0385565 0.0235713 0.0185009 0.0173592 0.0169904 0.026262 0.00950514 0.00936538 0.0190045 0.0146946 0.00751939
threshold=0.10729000000000002 0.098385000000000028 0.091225000000000014 0.093245000000000022 0.091495000000000007 0.026115000000000006 -0.082404999999999992 0.091615000000000016 -0.090374999999999997 -0.098224999999999993 0.091495000000000007 -0.0086449999999999982 0.091200000000000017 -0.022884999999999999 -0.080674999999999983 0.093715000000000021 -0.073104999999999989 0.095630000000000021 -0.0040799999999999994 0.086420000000000011
decision_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 12 -6 8 13 9 -1 11 -10 -4 14 -8 -5 17 -17 -18 -15
right_child=-2 -3 3 15 5 -7 7 -9 10 -11 -12 -13 -14 19 -16 16 18 -19 -20 -21
leaf_value=-0.00035295913393769434 -0.0015523727371300488 -0.0013260081451702652 -0.00074073391114331925 0.0013469016156828393 -0.0041733316162678577 -0.0010233843162789462 0.0023394069275981815 0.0030650305441308552 0.0002089066730660881 -0.0040456901999122562 0.0019411578568603171 -0.00080708766465502617 0.0015959206227785655 0.00022578124740652518 0.00021178107253181651 -0.0019235075491163239 -0.00012434945924557784 -0.00014525401120354337 0.00066156673646226144 -0.0011028343376056741
leaf_weight=73 47 49 82 49 54 52 76 66 755 46 64 232 51 75 240 74 941 311 314 94
leaf_count=73 47 49 82 49 54 52 76 66 755 46 64 232 51 75 240 74 941 311 314 94
internal_value=0 -3.44742e-05 -1.69067e-05 -0.000150601 -0.00108261 -0.0026358 0.000132392 0.000627621 -0.000100131 -0.00178728 9.01183e-05 -2.90792e-05 0.000149122 0.000294244 0.000726079 -1.82334e-05 -5.95202e-05 -0.000489175 7.16339e-05 -0.000508368
internal_weight=0 3698 3649 1928 239 106 1721 551 1170 119 1051 987 133 485 316 1689 1640 385 1255 169
internal_count=3745 3698 3649 1928 239 106 1721 551 1170 119 1051 987 133 485 316 1689 1640 385 1255 169
is_linear=0
shrinkage=0.0995203


Tree=4047
num_leaves=13
num_cat=0
split_feature=1 2 8 36 1 0 1 20 6 0 6 2
split_gain=0.00888194 0.0153079 0.0372992 0.011017 0.00974379 0.00898359 0.00779036 0.00749547 0.0173641 0.0264448 0.008675 0.00727537
threshold=0.40780000000000011 0.0066850000000000008 -0.09547499999999999 0.088220000000000021 0.27552000000000004 -0.093765000000000001 0.26753500000000008 -0.24910499999999999 0.10681500000000003 -0.080614999999999992 0.099330000000000016 -0.035314999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 4 6 -2 7 -1 10 -10 -9 -7
right_child=1 2 -4 -5 -6 11 -8 8 9 -11 -12 -13
leaf_value=0.0010380108299418869 0.001049214180979104 0.0003484301128034583 -0.0027051622191408276 -0.0015297241475848281 0.0014438235602915045 0.00043798839839838882 -0.0012578752158474852 3.5817589260594515e-05 -0.0023807323241640979 -0.00017397169001486746 0.00096634565338873186 -0.0011201518492546187
leaf_weight=70 63 75 83 46 47 53 48 2810 73 208 103 66
leaf_count=70 63 75 83 46 47 53 48 2810 73 208 103 66
internal_value=0 -0.000533456 -0.00125049 0 2.09419e-05 8.45268e-05 5.02867e-07 1.92592e-05 -2.81152e-06 -0.000750172 6.90009e-05 -0.000419311
internal_weight=0 340 158 3405 3359 182 3312 3264 3194 281 2913 119
internal_count=3745 340 158 3405 3359 182 3312 3264 3194 281 2913 119
is_linear=0
shrinkage=0.0995203


Tree=4048
num_leaves=15
num_cat=0
split_feature=10 19 2 3 4 19 1 2 2 2 21 3 27 18
split_gain=0.0430579 0.0148258 0.011443 0.0217016 0.0248676 0.0103715 0.013893 0.0312455 0.0616284 0.0223345 0.0197821 0.0184534 0.00777898 0.00798283
threshold=0.09056500000000002 0.13950000000000004 -0.096314999999999998 0.11089500000000001 0.10054500000000002 -0.10411999999999999 0.0099250000000000015 -0.080555000000000002 -0.082404999999999992 -0.078289999999999985 -0.09071499999999999 0.083875000000000019 1.0000000180025095e-35 -0.092864999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 -4 10 8 -8 -9 -7 -12 13 -1
right_child=-2 -3 5 -5 -6 6 7 9 -10 -11 11 -13 -14 -15
leaf_value=0.00062404174970456501 0.0022372348523276072 -0.0016200757707217808 0.0014052490311462877 -0.0020570530826207354 0.0015151628355044584 0.002022328814200303 0.00019520655700994477 0.0019048587494306533 -0.0046225917038742164 -0.00025642207402071286 -0.00086903126747165478 0.00017871988035658058 -0.0013479475590751028 -0.00066109609831482721
leaf_weight=70 83 59 54 74 69 54 59 51 47 656 181 2055 91 149
leaf_count=70 83 59 54 74 69 54 59 51 47 656 181 2055 91 149
internal_value=0 -5.49662e-05 -2.91601e-05 -0.000497041 -0.000190287 3.77171e-05 1.36547e-05 -0.000339473 -0.00193327 -9.93584e-05 0.00013938 9.35403e-05 -0.000572528 -0.000246583
internal_weight=0 3669 3610 453 379 3157 3103 813 106 707 2290 2236 310 219
internal_count=3752 3669 3610 453 379 3157 3103 813 106 707 2290 2236 310 219
is_linear=0
shrinkage=0.0995203


Tree=4049
num_leaves=16
num_cat=0
split_feature=22 19 9 3 17 17 0 17 3 21 21 21 29 21 17
split_gain=0.0352914 0.0196374 0.0162359 0.00851954 0.0238783 0.0401382 0.0387116 0.0291052 0.0278084 0.0224986 0.0458988 0.0297832 0.0182812 0.0180885 0.0141551
threshold=0.13264000000000004 0.13950000000000004 0.14805500000000002 0.087385000000000032 -0.068169999999999994 -0.10071499999999999 -0.08269 -0.033249999999999995 0.086965000000000028 0.088880000000000028 0.090095000000000022 0.087705000000000019 0.091190000000000021 0.091085000000000013 -0.14169499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 14 -7 -6 -9 11 -11 12 -5 -12 -1
right_child=-2 -3 -4 9 7 6 -8 8 -10 10 13 -13 -14 -15 -16
leaf_value=-0.00047510251862736168 0.002735767523042533 -0.0019043833106690096 -0.0014789009542913178 0.00031769391291572871 0.0024899786202540546 -0.0036904428009185432 -0.00034848361902954644 0.000133201705250291 -0.0024081885434927264 -0.0029985771006026218 0.0018161066437051292 0.0028300446891737544 -0.0016715612504630479 -0.00021546094470639487 0.001416206082589685
leaf_weight=169 46 55 73 1587 48 77 63 582 46 58 46 46 47 758 51
leaf_count=169 46 55 73 1587 48 77 63 582 46 58 46 46 47 758 51
internal_value=0 -3.78182e-05 -9.4753e-06 2.02758e-05 -0.000219999 -0.000875009 -0.00219241 0.000127612 -5.16477e-05 0.000118523 -0.000294311 0.000330833 0.000259974 -9.82087e-05 -3.29416e-05
internal_weight=0 3706 3651 3578 1036 360 140 676 628 2542 862 1680 1634 804 220
internal_count=3752 3706 3651 3578 1036 360 140 676 628 2542 862 1680 1634 804 220
is_linear=0
shrinkage=0.0995203


Tree=4050
num_leaves=23
num_cat=0
split_feature=10 1 1 5 2 2 5 8 20 20 21 1 8 1 8 21 6 17 0 2 18 2
split_gain=0.0343624 0.0081177 0.0227616 0.0142644 0.0170286 0.017977 0.0112338 0.0142719 0.00987078 0.04453 0.0260232 0.0137191 0.0217824 0.0213323 0.0195644 0.0179481 0.0411654 0.0157373 0.0132677 0.00938625 0.0167419 0.0145905
threshold=0.09056500000000002 -0.15143499999999999 -0.16272499999999998 0.18340500000000004 0.096520000000000022 -0.24163499999999999 0.11083500000000003 -0.0041249999999999993 -0.01137 -0.017315000000000001 -0.084204999999999988 -0.0088199999999999997 -0.069939999999999988 -0.0064949999999999999 -0.012839999999999999 -0.015149999999999999 -0.012034999999999999 -0.0092949999999999994 -0.229625 -0.072419999999999998 -0.082304999999999989 -0.074679999999999983
decision_type=2 2 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 -5 7 -1 9 11 -10 15 13 -13 -14 17 -17 -3 -12 21 -21 -20
right_child=-2 8 -4 4 -6 -7 -8 -9 10 -11 18 12 14 -15 -16 16 -18 -19 19 20 -22 -23
leaf_value=-0.00096271078512607502 0.0019989323327889402 0.00034661785067606699 -0.0025046720773240078 -0.00027112910660816067 0.00025247936693651238 -0.0028711307386576632 0.0017297726430548443 0.0012996510247134053 0.0022597126404662535 -0.0029805446444505996 0.0015644452595295327 -0.0024742669634567225 0.0014455066679139646 -0.00050082026148641284 -0.00019599150665377556 0.00024175320383127544 0.0032855379070620017 -0.0018819347596254403 0.00010332650109025667 -0.0017694263784367777 -0.00010052331060673963 0.0016027675722252784
leaf_weight=69 83 72 48 52 87 55 50 46 56 55 58 63 100 408 254 242 54 55 1219 68 490 68
leaf_count=69 83 72 48 52 87 55 50 46 56 55 58 63 100 408 254 242 54 55 1219 68 490 68
internal_value=0 -4.8776e-05 -0.000467872 -0.000193262 -0.000773429 -0.00161523 0.000483913 -5.06474e-05 3.26375e-06 -0.00020875 0.000144699 -8.59396e-05 -0.000322743 -0.000766523 0.000265396 0.000373977 0.000799804 -0.000612058 8.20303e-05 3.49849e-05 -0.000305369 0.000183187
internal_weight=0 3669 407 359 194 107 165 115 3262 1303 1959 1248 825 471 354 423 296 127 1903 1845 558 1287
internal_count=3752 3669 407 359 194 107 165 115 3262 1303 1959 1248 825 471 354 423 296 127 1903 1845 558 1287
is_linear=0
shrinkage=0.0995203


Tree=4051
num_leaves=15
num_cat=0
split_feature=10 9 7 1 17 8 17 3 21 8 20 1 1 1
split_gain=0.0278626 0.00877438 0.0440255 0.0363226 0.0121563 0.0103464 0.0090128 0.0177881 0.0108793 0.0255374 0.0228002 0.0114818 0.0278605 0.0131444
threshold=0.09056500000000002 0.11351500000000002 0.089755000000000015 0.23993500000000004 -0.026504999999999997 -0.050299999999999997 0.51734000000000024 0.09587500000000003 -0.076335 -0.011315 -0.014534999999999999 0.0099250000000000015 0.066150000000000028 -0.14806999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -6 8 -8 9 10 -1 13 -13 -10
right_child=-2 3 -4 -5 5 -7 7 -9 11 -11 -12 12 -14 -15
leaf_value=-0.00087178316671346584 0.0017999981430911636 -0.00085101123200421048 0.0026909282041402724 -0.003042740677624146 0.0018608388811376714 -0.00020419253183148991 0.00034424457558154657 -0.0021431069208610498 -0.00050045443523782918 0.0024797825277035903 0.001248424720883088 -0.0013551438548122217 1.9369634034934553e-06 0.00013673112254113492
leaf_weight=112 83 85 59 49 46 49 55 58 384 56 91 220 466 1939
leaf_count=112 83 85 59 49 46 49 55 58 384 56 91 220 466 1939
internal_value=0 -4.38996e-05 -3.95149e-06 -0.000640418 8.99992e-06 0.000787101 -5.12205e-05 -0.000925205 -2.07496e-05 0.000597818 7.46223e-05 -7.4265e-05 -0.000432085 3.10497e-05
internal_weight=0 3669 3440 229 180 95 3381 113 3268 259 203 3009 686 2323
internal_count=3752 3669 3440 229 180 95 3381 113 3268 259 203 3009 686 2323
is_linear=0
shrinkage=0.0995203


Tree=4052
num_leaves=12
num_cat=0
split_feature=35 7 5 10 8 5 1 10 18 5 20
split_gain=0.0245393 0.0140814 0.0121317 0.0102414 0.0145849 0.0112025 0.019207 0.00969232 0.00897324 0.0249419 0.0101823
threshold=-0.084584999999999994 0.082845000000000016 0.62720500000000012 0.08235000000000002 -0.012329999999999999 -0.53715999999999997 0.41291000000000005 0.077165000000000025 0.14607000000000003 -0.026719999999999997 0.096815000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -3 10 -10 -7
right_child=1 7 -4 4 -6 8 -8 -9 9 -11 -12
leaf_value=-0.0022023142332954822 -0.00024665400911285751 -0.0020676377410494048 0.0011850383927545635 0.00011583001040262934 -0.0022259534610981481 2.2630390540977743e-05 0.002472427888354751 -0.00012751815258128316 0.0019443649555169514 -0.00038536692691839116 -0.00076501529386753281
leaf_weight=50 52 53 91 57 48 2943 50 51 85 97 172
leaf_count=50 52 53 91 57 48 2943 50 51 85 97 172
internal_value=0 1.71868e-05 5.0431e-05 2.07313e-05 -0.000946904 5.08638e-05 0.0010782 -0.0011241 1.88324e-05 0.000698197 -2.0598e-05
internal_weight=0 3699 3595 3504 105 3399 102 104 3297 182 3115
internal_count=3749 3699 3595 3504 105 3399 102 104 3297 182 3115
is_linear=0
shrinkage=0.0995203


Tree=4053
num_leaves=11
num_cat=0
split_feature=35 10 11 5 18 5 3 18 18 9
split_gain=0.0198974 0.00925982 0.0106374 0.0113915 0.00706079 0.0179264 0.0147817 0.00793275 0.0344136 0.0143626
threshold=-0.084584999999999994 0.093790000000000026 0.063835000000000017 0.62720500000000012 0.14607000000000003 -0.026719999999999997 0.11275500000000002 0.09679500000000002 0.093865000000000018 0.097365000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 -7 8 -2 -9
right_child=1 -3 -4 -5 5 6 -8 9 -10 -11
leaf_value=-0.0019831395445141873 -3.6177562928961667e-05 -0.0011524220615708989 0.0015087699510702348 0.0011553915189256288 0.0016097989902169995 -0.0016174146305832507 0.00080239691132177394 -0.00080984602577731835 0.0024333287017666455 0.0005817933697182708
leaf_weight=50 2861 66 48 85 89 47 53 296 57 97
leaf_count=50 2861 66 48 85 89 47 53 296 57 97
internal_value=0 1.54323e-05 3.68738e-05 1.69381e-05 -1.04762e-05 0.00058085 -0.000326728 -4.44778e-05 1.17811e-05 -0.000464279
internal_weight=0 3699 3633 3585 3500 189 100 3311 2918 393
internal_count=3749 3699 3633 3585 3500 189 100 3311 2918 393
is_linear=0
shrinkage=0.0995203


Tree=4054
num_leaves=11
num_cat=0
split_feature=35 7 23 5 8 8 10 3 18 10
split_gain=0.0161346 0.0111536 0.0104508 0.0085594 0.00873209 0.0362773 0.0149747 0.0165126 0.0137994 0.00831594
threshold=-0.084584999999999994 0.082845000000000016 -0.022119999999999997 0.62720500000000012 -0.083849999999999994 -0.084554999999999991 0.076775000000000024 0.084795000000000023 -0.011039999999999999 0.077165000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 7 -6 -4 -3
right_child=1 9 3 -5 6 -7 -8 -9 -10 -11
leaf_value=-0.0017857772003280735 0.0011275507092854639 -0.001875500489184343 -0.00046117556619420516 0.00096939905134576555 0.00088861429620355834 0.0021796010102905221 -0.0015079753949600355 -0.00016790971240408998 0.00026617744682607032 -7.7764759868216224e-05
leaf_weight=50 86 53 364 91 159 85 76 1846 888 51
leaf_count=50 86 53 364 91 159 85 76 1846 888 51
internal_value=0 1.39185e-05 4.35297e-05 1.67288e-05 -8.39536e-06 0.000189801 -0.000136126 -8.37172e-05 5.40567e-05 -0.00100179
internal_weight=0 3699 3595 3509 3418 1337 2081 2005 1252 104
internal_count=3749 3699 3595 3509 3418 1337 2081 2005 1252 104
is_linear=0
shrinkage=0.0995203


Tree=4055
num_leaves=10
num_cat=0
split_feature=35 7 23 10 5 4 4 4 0
split_gain=0.0130828 0.00905972 0.00847355 0.00800146 0.0205244 0.00719966 0.0394756 0.0215964 0.00686098
threshold=-0.084584999999999994 0.082845000000000016 -0.022119999999999997 0.091080000000000022 0.6362850000000001 0.095805000000000015 0.090805000000000011 0.10022000000000002 -0.142265
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -7 -3
right_child=1 8 3 -5 -6 7 -8 -9 -10
leaf_value=-0.0016080562863790915 0.0010153366144646228 -0.00013857593981165159 2.3362337062917898e-05 -0.0011645901344723274 0.0020999653569867224 -0.0021701238736904242 0.0029323953331375015 -0.00011358122283483248 -0.001777502263736699
leaf_weight=50 86 56 2768 56 47 56 47 535 48
leaf_count=50 86 56 2768 56 47 56 47 535 48
internal_value=0 1.25113e-05 3.92203e-05 1.5064e-05 3.44324e-05 5.68938e-06 7.22232e-05 -0.000309834 -0.000902875
internal_weight=0 3699 3595 3509 3453 3406 2815 591 104
internal_count=3749 3699 3595 3509 3453 3406 2815 591 104
is_linear=0
shrinkage=0.0995203


Tree=4056
num_leaves=26
num_cat=0
split_feature=2 17 17 3 9 9 1 2 21 2 21 18 18 20 5 17 9 5 17 3 17 6 17 3 2
split_gain=0.0364182 0.010986 0.0126552 0.0110964 0.0152632 0.0113765 0.0130672 0.0109962 0.0227155 0.00849327 0.0248178 0.0143706 0.015772 0.0126047 0.0117504 0.0448224 0.102985 0.0195832 0.0179457 0.0173551 0.0116482 0.0226966 0.0375972 0.00592023 0.00311467
threshold=0.50951500000000005 -0.23400499999999999 -0.35269999999999996 0.09587500000000003 0.089105000000000018 0.09649000000000002 0.05309500000000001 -0.082904999999999993 0.089350000000000027 0.10166000000000001 -0.042694999999999997 -0.099739999999999995 -0.12363 -0.0088249999999999978 -0.089564999999999992 -0.0082649999999999998 0.085610000000000019 -0.087699999999999986 -0.0020399999999999997 0.094410000000000008 -0.053765 -0.12640499999999996 0.059130000000000009 0.08844500000000001 0.16158000000000003
decision_type=2 2 2 2 2 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 23 7 -7 -5 -9 11 -11 12 13 -3 15 16 -13 -16 -17 -19 -12 24 -23 -1 -22
right_child=-2 9 -4 5 -6 6 -8 8 -10 10 20 14 -14 -15 17 18 -18 19 -20 -21 21 22 -24 -25 -26
leaf_value=0.00097161300025917297 0.002590355629795549 -0.0015719428155371062 0.0015346556297719937 0.00010442951287944292 -0.0015848942018953684 0.00078677372425419302 -0.0011140916758429667 -0.00021833025767399011 0.0025005211276928254 0.002262526899622606 0.0012674634446441801 0.00059469596325004322 -0.0025390512677585138 0.00065528895680009582 0.0018583297860594729 0.0018320356467788747 -0.0050925065732759893 0.00020880935652430583 -0.00020128392040540959 -0.00050233695827397009 0.0012186667726744177 -0.0035178902036717575 0.00045063382139766276 -0.00043295061309155564 7.569301762183732e-05
leaf_weight=60 55 46 83 87 69 72 71 46 87 59 55 66 49 55 59 46 60 1241 651 468 51 46 48 58 47
leaf_count=60 55 46 83 87 69 72 71 46 87 59 55 66 49 55 59 46 60 1241 651 468 51 46 48 58 47
internal_value=0 1.01266e-05 0.000387582 0.000212989 -0.000407337 0.000534807 -0.000151288 0.000984489 0.00155401 -6.80193e-05 0.000428669 -0.000123767 -0.00107121 -0.000350989 -6.8601e-05 -0.000379398 -0.002107 7.5611e-05 -6.5916e-05 1.35869e-05 -6.06469e-06 -0.000375141 -0.0014827 0.000274297 0.00067886
internal_weight=0 3680 633 550 187 363 143 220 133 3047 306 2741 150 101 2591 823 126 1768 697 1709 247 192 94 118 98
internal_count=3735 3680 633 550 187 363 143 220 133 3047 306 2741 150 101 2591 823 126 1768 697 1709 247 192 94 118 98
is_linear=0
shrinkage=0.0995203


Tree=4057
num_leaves=20
num_cat=0
split_feature=2 5 4 10 17 21 2 5 1 9 6 5 1 3 5 17 17 5 8
split_gain=0.0295272 0.00937886 0.0200894 0.0242094 0.0156411 0.0120604 0.0143647 0.0107394 0.00904347 0.0273541 0.0683167 0.0353795 0.0398144 0.0256725 0.0139137 0.0152857 0.0793155 0.0359852 0.0136208
threshold=0.50951500000000005 0.11083500000000003 0.10739000000000003 0.086165000000000019 -0.56005499999999986 0.13042000000000004 0.097285000000000024 0.066815000000000027 -0.085184999999999997 0.083925000000000013 0.086100000000000024 -0.0063549999999999995 -0.088174999999999989 0.086965000000000028 0.054660000000000007 -0.0082649999999999998 -0.014289999999999999 -0.012464999999999999 -0.085289999999999991
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 -3 6 -6 8 9 10 18 12 -11 -13 15 16 -10 -17 -1
right_child=-2 2 -4 -5 5 -7 -8 -9 14 11 -12 13 -14 -15 -16 17 -18 -19 -20
leaf_value=-0.0010984234632399116 0.0023325628869899848 0.001774669537095229 0.0020178740052369817 -0.0019810390283462368 0.00054828594068189558 -0.0011316526813616814 -0.0010985295679398334 -0.0013237404944895759 -3.2821170795047369e-06 -0.00010092578673117035 0.0045882142843606645 -0.00045946090911561923 -0.0033709909479524586 0.0019471027584066092 -0.0016059475924340384 -5.9742572316371681e-05 -0.0027270903380940343 0.0015439347728673678 0.00095654067829061375
leaf_weight=51 55 67 64 48 405 63 60 66 667 106 47 84 57 91 61 1378 126 154 85
leaf_count=51 55 67 64 48 405 63 60 66 667 106 47 84 57 91 61 1378 126 154 85
internal_value=0 9.20731e-06 0.000335203 0.000166447 0.000341066 0.0001576 0.000334033 -6.80413e-05 -3.92505e-05 0.000335974 0.00131657 -0.00019252 -0.00124947 0.000787275 -0.000121526 -8.22282e-05 -0.000437101 0.000100928 0.00017991
internal_weight=0 3680 707 643 595 528 465 2973 2907 521 183 338 163 175 2386 2325 793 1532 136
internal_count=3735 3680 707 643 595 528 465 2973 2907 521 183 338 163 175 2386 2325 793 1532 136
is_linear=0
shrinkage=0.0995203


Tree=4058
num_leaves=25
num_cat=0
split_feature=2 3 1 2 5 3 1 0 18 3 6 20 3 1 3 8 6 17 17 6 17 6 18 18
split_gain=0.023945 0.00790187 0.0132578 0.0258029 0.0240409 0.0140292 0.0598458 0.037798 0.0250757 0.0132119 0.025434 0.073091 0.0512387 0.0240263 0.0258473 0.031129 0.0151957 0.0163332 0.0229389 0.0104033 0.00993146 0.0120978 0.00704532 0.000517222
threshold=0.50951500000000005 0.10325000000000002 -0.49056499999999997 -0.10165999999999999 -0.06241 0.10850000000000003 -0.0076199999999999992 -0.10096999999999999 0.15891500000000006 0.092115000000000016 -0.088734999999999994 -0.012970000000000001 0.096775000000000014 0.012830000000000003 0.10057000000000002 -0.080724999999999991 0.10449000000000003 0.18936500000000003 0.26760500000000004 0.12638500000000005 0.10932500000000002 0.093245000000000022 0.091330000000000008 -0.060544999999999995
decision_type=2 2 2 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 23 4 -4 6 -5 -8 19 16 11 12 -11 14 15 -12 17 20 -19 -7 21 -1 -20 -3
right_child=-2 2 3 5 -6 8 7 -9 -10 10 13 -13 -14 -15 -16 -17 -18 18 22 -21 -22 -23 -24 -25
leaf_value=-3.4978966850849297e-05 0.0021004257728428457 0.0010843301473632853 -2.4315069044721048e-05 0.0040465946580815586 -0.0030513031979939875 0.00015090528065186447 0.0013922624737013401 -0.002277115662333031 -0.002083199998687205 -0.0055525536323035385 -0.0015868294518402784 0.00085476685241262884 -0.0010441114030638851 0.0018589240438166999 -0.0024784922618992628 0.00038942276554921414 0.001490408621222822 -0.0028299091055536871 0.00074340837188900731 0.0015577055199257255 0.0011646591825488538 0.0012359962043120515 -0.00099589853753198425 0.001650352249081063
leaf_weight=1501 55 46 61 49 46 632 68 47 48 49 104 75 52 55 50 327 70 47 46 57 80 78 46 46
leaf_count=1501 55 46 61 49 46 632 68 47 48 49 104 75 52 55 50 327 70 47 46 57 80 78 46 46
internal_value=0 8.15817e-06 0.000231701 0.000126427 -0.00133329 0.000300687 0.00113374 -0.000100278 0.000114203 -8.68336e-05 -0.000451734 -0.00149012 -0.00323948 -0.000109243 -0.000335995 -8.55463e-05 5.18123e-05 -3.74009e-06 -0.00104043 0.000268476 8.26264e-05 2.72867e-05 -0.000117347 0.00137624
internal_weight=0 3680 1100 1008 107 901 164 115 737 2580 712 176 101 536 481 431 1868 1798 139 689 1659 1579 92 92
internal_count=3735 3680 1100 1008 107 901 164 115 737 2580 712 176 101 536 481 431 1868 1798 139 689 1659 1579 92 92
is_linear=0
shrinkage=0.0995203


Tree=4059
num_leaves=17
num_cat=0
split_feature=35 3 9 9 27 3 1 21 6 5 1 0 1 0 1 3
split_gain=0.0121713 0.012719 0.0192007 0.018525 0.0129976 0.0110244 0.0132216 0.0457096 0.0954989 0.0231194 0.0190653 0.0162836 0.00880103 0.0119541 0.0211902 0.0172976
threshold=-0.083194999999999991 0.10325000000000002 -0.093949999999999992 -0.20504500000000001 -0.032854999999999995 0.10174000000000002 0.0065600000000000007 0.090830000000000022 -0.095554999999999987 -0.16926499999999997 0.0022300000000000006 -0.13417999999999999 0.50644500000000015 -0.09937 0.058455000000000014 0.10850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 10 9 -9 -8 11 -4 13 15 -15 -6
right_child=1 3 5 4 12 -7 7 8 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=0.0014296909684831357 -0.0016007306886974741 0.0019217671572363581 -0.0010137327097601752 0.001756908603194794 0.0018946152336139991 -0.0014675169944516006 -0.00023484275003317898 0.00016994332058367694 -0.0051115128168483012 0.0023471040250750233 0.0015687339085780059 8.1294093510805962e-05 -0.0008321846168928579 0.00028709044128768748 -0.0010491987990665188 0.00022795952315176766
leaf_weight=61 83 65 145 50 88 54 134 83 57 46 80 1857 89 476 156 211
leaf_count=61 83 65 145 50 88 54 134 83 57 46 80 1857 89 476 156 211
internal_value=0 1.19573e-05 -0.000111615 0.000289109 0.000189164 -6.09568e-05 -2.89947e-05 -0.000624795 -0.00197452 0.000420441 6.21857e-05 1.57503e-06 0.000111511 0.000202604 -4.14579e-05 0.000721218
internal_weight=0 3674 2539 1135 1070 2456 2402 320 140 180 2082 2002 1020 931 632 299
internal_count=3735 3674 2539 1135 1070 2456 2402 320 140 180 2082 2002 1020 931 632 299
is_linear=0
shrinkage=0.0995203


Tree=4060
num_leaves=21
num_cat=0
split_feature=5 2 5 6 0 18 29 36 5 8 8 26 5 18 5 7 12 1 2 21
split_gain=0.0104366 0.0206821 0.034511 0.0258401 0.0256789 0.0312139 0.0111639 0.0126039 0.0109739 0.0118703 0.0382088 0.0171072 0.0103214 0.0341109 0.0122914 0.0121049 0.00844408 0.00748427 0.0172811 0.0122193
threshold=-0.11065499999999999 0.091030000000000014 -0.084089999999999984 -0.0048649999999999995 0.047575000000000013 -0.01205 -0.08570499999999999 0.081840000000000024 0.62720500000000012 -0.063559999999999992 -0.052214999999999998 0.099260000000000029 -0.14822499999999997 0.093865000000000018 -0.1807 0.064410000000000009 0.090015000000000026 0.41696500000000009 -0.046564999999999995 0.10403500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 6 -3 -4 5 -5 -2 8 9 11 -11 -8 14 -14 15 16 17 19 -19 -1
right_child=1 2 3 4 -6 -7 7 -9 -10 10 -12 -13 13 -15 -16 -17 -18 18 -20 -21
leaf_value=-0.00043805564228458096 0.001419553384512026 -0.0032972721285689554 0.00090819523873796255 -0.0038749769099631496 0.00032662799220478824 -0.00029539744035175948 -5.7211280070224409e-05 -0.0016821391261306418 0.0011097396194593321 -0.0029035160231013581 -0.00020084041160028227 0.00088460719978904385 0.0026341813008177103 -0.00080232574477258497 -0.0012819248261328583 0.0015423574003050361 -0.0011541371710159164 -0.00096118309119971564 0.0012116395782413077 0.00098444398119378615
leaf_weight=236 51 50 91 52 66 46 1588 47 80 57 581 217 66 50 56 65 48 47 154 80
leaf_count=236 51 50 91 52 66 46 1588 47 80 57 581 217 66 50 56 65 48 47 154 80
internal_value=0 -0.000128343 -0.000904091 -0.000431629 -0.00118006 -0.00220312 -3.77584e-05 -6.69963e-05 -3.6584e-05 -7.44573e-05 -0.000443585 5.55621e-05 0.000276759 0.00114587 0.000128602 0.000255281 0.000105762 0.000224319 0.000699494 -7.53385e-05
internal_weight=0 2926 305 255 164 98 2621 2570 2523 2443 638 1805 802 116 686 630 565 517 201 316
internal_count=3728 2926 305 255 164 98 2621 2570 2523 2443 638 1805 802 116 686 630 565 517 201 316
is_linear=0
shrinkage=0.0995203


Tree=4061
num_leaves=12
num_cat=0
split_feature=23 9 23 1 27 4 2 2 3 5 5
split_gain=0.00849576 0.0102296 0.00854842 0.0163072 0.0214487 0.0313059 0.00945342 0.0226448 0.0221347 0.00843327 0.00910154
threshold=-0.068919999999999995 -0.25326499999999996 -0.046924999999999994 0.41291000000000005 0.09995500000000003 0.11971000000000002 0.092170000000000016 0.097745000000000012 0.09587500000000003 0.62720500000000012 -0.02504
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 6 5 -5 9 -8 -9 10 -4
right_child=1 2 3 4 -6 -7 7 8 -10 -11 -12
leaf_value=0.0012919225401801042 -0.0012126973268146834 -0.0013636843788836794 0.0001658112400090591 -2.7672530678057245e-05 -0.00082052559169827448 0.0028887661372368309 -0.0023936773217255575 0.0016964680867309417 -0.00061307748752483415 0.00099929821382081221 -0.00018763878211426385
leaf_weight=47 74 47 1260 69 54 76 56 50 229 80 1686
leaf_count=47 74 47 1260 69 54 76 56 50 229 80 1686
internal_value=0 -5.41298e-05 -3.01341e-05 -1.22982e-05 0.00086277 0.0014953 -6.43534e-05 -0.000566022 -0.000196246 -8.5445e-06 -3.61908e-05
internal_weight=0 3681 3607 3560 199 145 3361 335 279 3026 2946
internal_count=3728 3681 3607 3560 199 145 3361 335 279 3026 2946
is_linear=0
shrinkage=0.0995203


Tree=4062
num_leaves=17
num_cat=0
split_feature=30 26 5 26 21 3 3 21 0 9 1 9 9 18 9 9
split_gain=0.00797401 0.00901006 0.0335731 0.0415518 0.0160746 0.0160589 0.0144136 0.0196167 0.0177854 0.0107941 0.0360071 0.0583551 0.0225532 0.0307164 0.016188 0.0151353
threshold=0.12371500000000002 0.11991000000000003 -0.081415000000000001 0.15222000000000005 0.087625000000000022 0.16149500000000003 0.12551500000000002 0.13118000000000005 -0.061654999999999995 0.095415000000000014 -0.066524999999999987 0.10054500000000002 0.09202500000000001 0.089505000000000015 0.089105000000000018 0.097680000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 6 9 8 -8 12 11 -11 14 -14 -1 -12
right_child=-2 2 3 -5 -6 -7 7 -9 -10 10 15 -13 13 -15 -16 -17
leaf_value=-0.00011007343037630336 0.0012404805596753141 0.0021972612077906704 -0.0030872152375548646 9.0996485164017516e-05 -0.00036918873351979216 -0.001358132787845022 0.00054493526271190635 -0.0004885302785656156 0.0028264932067602654 0.0029068373709500188 -0.0014137880172432928 -0.00093081245127639694 -0.0015388859022715598 0.00057890437817014796 0.00063017047866810927 0.00016460281931483543
leaf_weight=1958 48 46 81 81 50 85 82 74 59 112 79 60 222 97 344 250
leaf_count=1958 48 46 81 81 50 85 82 74 59 112 79 60 222 97 344 250
internal_value=0 -5.01225e-05 -0.000617289 -0.00149306 0.000852042 -7.12204e-06 2.70456e-05 0.000815333 0.00150544 -2.69785e-05 0.000395928 0.00156336 -0.000108129 -0.000892352 1.89516e-07 -0.000211915
internal_weight=0 3680 258 162 96 3422 3337 215 141 3122 501 172 2621 319 2302 329
internal_count=3728 3680 258 162 96 3422 3337 215 141 3122 501 172 2621 319 2302 329
is_linear=0
shrinkage=0.0995203


Tree=4063
num_leaves=11
num_cat=0
split_feature=30 29 3 18 0 1 3 3 27 3
split_gain=0.00646608 0.00869041 0.00615608 0.0105655 0.00989842 0.0182159 0.0290868 0.0113479 0.00857392 0.00971964
threshold=0.12371500000000002 0.096845000000000028 0.15108000000000005 0.063210000000000016 0.12433000000000002 -0.44477499999999998 0.09940000000000003 0.10502000000000002 -0.0027049999999999995 0.11404500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -6 -7 -10
right_child=-2 -3 3 -5 7 8 -8 -9 9 -11
leaf_value=0.00021635948267050242 0.0011170276007450024 -0.0010778687249197239 -0.0016464036476853815 0.00031148958766461968 6.8396457371522261e-06 0.0012224831169982133 -0.0024122244884810977 0.0021018234485634113 -7.0457041757569739e-05 0.00042484685838706498
leaf_weight=86 48 79 60 49 58 58 80 47 2704 459
leaf_count=86 48 79 60 49 58 58 80 47 2704 459
internal_value=0 -4.51122e-05 -2.22278e-05 -0.00075874 5.27368e-07 -2.87396e-05 -0.0010455 0.000952391 2.34067e-05 1.16037e-06
internal_weight=0 3680 3601 109 3492 3387 166 105 3221 3163
internal_count=3728 3680 3601 109 3492 3387 166 105 3221 3163
is_linear=0
shrinkage=0.0995203


Tree=4064
num_leaves=17
num_cat=0
split_feature=10 4 3 26 6 26 26 8 1 1 3 1 1 17 17 17
split_gain=0.0107396 0.00867937 0.00753763 0.0154266 0.0485413 0.0259105 0.0278517 0.015046 0.00702745 0.0126679 0.0344668 0.0237955 0.0176003 0.0120917 0.0135857 0.0167092
threshold=0.091080000000000022 0.15028500000000003 0.08622500000000001 0.088685000000000028 0.085120000000000015 0.087865000000000013 0.087045000000000025 -0.085764999999999994 0.031740000000000011 0.0049450000000000015 0.10293500000000001 0.0033150000000000007 -0.0012649999999999998 0.23832000000000006 0.077740000000000017 0.047990000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 9 11 -11 12 -4 14 15 -10
right_child=-2 -3 8 4 -6 -7 -8 -9 13 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.00049506969679244145 -0.0011458187810065126 -0.001089805746026098 0.00016495986373387317 0.00093255733801307107 -0.0032126577679666988 0.0022340271805221627 -0.0021570951351316727 0.00050996230936558792 -0.00027555268729672033 -0.00014017239472665255 0.0033335854447650911 -0.0019608528363073692 0.0015165598286808327 0.0010567602528541063 -0.0016758037064804709 0.0016440694544022408
leaf_weight=283 76 65 1800 52 60 47 64 308 531 70 47 50 101 77 61 49
leaf_count=283 76 65 1800 52 60 47 64 308 531 70 47 50 101 77 61 49
internal_value=0 4.91945e-05 6.99872e-05 -0.000195994 -0.00128078 -2.17557e-05 -0.000184871 2.73182e-05 0.000147994 0.000241259 0.00124827 0.00018045 0.000237201 -0.00011949 -0.000262064 -0.000111966
internal_weight=0 3665 3600 814 112 702 655 591 2786 2068 117 1951 1901 718 641 580
internal_count=3741 3665 3600 814 112 702 655 591 2786 2068 117 1951 1901 718 641 580
is_linear=0
shrinkage=0.0995203


Tree=4065
num_leaves=24
num_cat=0
split_feature=4 2 2 3 3 6 1 2 26 26 3 9 3 0 2 0 2 17 17 17 26 3 26
split_gain=0.00871423 0.00796645 0.0186391 0.00879155 0.020016 0.0217507 0.0295642 0.0207964 0.0506503 0.0199575 0.0189138 0.0296509 0.0197294 0.0772835 0.0195972 0.00644359 0.0112444 0.00876491 0.0159423 0.0228838 0.00992126 0.0171685 0.0134491
threshold=0.15028500000000003 -0.091674999999999993 -0.089054999999999995 0.08622500000000001 0.084290000000000018 0.085120000000000015 -0.082039999999999988 -0.086554999999999993 0.086095000000000019 0.084100000000000022 0.086965000000000028 0.085145000000000012 0.087570000000000023 -0.085474999999999982 -0.086304999999999993 0.12512500000000001 -0.095649999999999999 -0.10337499999999999 -0.46159 -0.54192999999999991 -0.047160000000000001 0.092200000000000018 0.083235000000000017
decision_type=2 2 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 -3 4 7 9 -7 -4 -9 -6 11 -5 13 -12 -14 16 17 18 19 -1 21 -19 -22
right_child=-2 2 3 10 5 6 -8 8 -10 -11 12 -13 14 -15 -16 -17 -18 20 -20 -21 22 -23 -24
leaf_value=0.00068758599670660657 -0.0010936663012740763 0.0020539005434706374 0.0020442066819775645 0.0032996889717354602 -0.0010571493444690807 -0.00067539386021010707 -0.0034188509069526993 0.00064698747940381907 -0.0025937228190660334 0.001326516937615855 -0.0036635304332461767 0.00015928161664799219 0.0016852927632760365 0.0015921836334339631 0.00010593487195206283 -0.0012533077447116541 -0.0015973893033370838 -0.00077529058354630957 0.0015555076336286099 -0.0020240908418764692 -0.0018989605485953212 0.0017672541591801558 -2.1165991214024584e-05
leaf_weight=93 68 48 56 48 69 131 56 220 61 70 59 80 81 52 2051 62 50 61 80 46 74 46 79
leaf_count=93 68 48 56 48 69 131 56 220 61 70 59 80 81 52 2051 62 50 61 80 46 74 46 79
internal_value=0 4.30783e-05 0.000107454 7.63901e-05 -0.000243475 -0.000800117 -0.00150134 0.000292569 -5.3599e-05 0.000137369 0.000166179 0.00134333 9.8638e-05 -0.00119402 0.000166323 -0.000291249 -0.000176946 -2.69652e-05 0.000435059 -0.000203914 -0.00041928 0.000310116 -0.000934731
internal_weight=0 3673 3082 3034 663 326 187 337 281 139 2371 128 2243 111 2132 591 529 479 219 139 260 107 153
internal_count=3741 3673 3082 3034 663 326 187 337 281 139 2371 128 2243 111 2132 591 529 479 219 139 260 107 153
is_linear=0
shrinkage=0.0995203


Tree=4066
num_leaves=9
num_cat=0
split_feature=10 3 3 4 23 4 5 3
split_gain=0.00826505 0.00686767 0.00865882 0.00716095 0.00773985 0.0161571 0.0270692 0.0114053
threshold=0.091080000000000022 0.31589000000000006 0.17152000000000003 0.14154500000000006 -0.046924999999999994 0.12498500000000003 -0.4345 0.13345500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=-0.00099095694409549176 -0.0010068456461264947 -0.0011160867225925317 0.0014002231587811802 -0.00097865710234552872 7.1199642475168749e-05 0.002869019892267581 -0.00011424927537983123 -0.0010293069859236286
leaf_weight=68 76 50 47 67 3216 54 67 96
leaf_count=68 76 50 47 67 3216 54 67 96
internal_value=0 4.14822e-05 5.77193e-05 3.98055e-05 5.953e-05 8.05763e-05 0.00121036 3.90537e-05
internal_weight=0 3665 3615 3568 3501 3433 121 3312
internal_count=3741 3665 3615 3568 3501 3433 121 3312
is_linear=0
shrinkage=0.0995203


Tree=4067
num_leaves=17
num_cat=0
split_feature=4 3 26 18 5 17 26 18 6 18 4 3 3 3 3 3
split_gain=0.00635678 0.00443595 0.0135405 0.0477618 0.0389352 0.0602077 0.0232403 0.0148348 0.0180872 0.0266131 0.011389 0.00659499 0.00685683 0.0181481 0.0114311 0.0198468
threshold=0.15028500000000003 0.085965000000000028 0.087045000000000025 -0.015440000000000001 -0.091729999999999992 -0.019465 0.085790000000000019 0.088635000000000019 0.084050000000000027 -0.089234999999999995 0.084755000000000025 0.086285000000000014 0.08666500000000002 0.086965000000000028 0.087385000000000032 0.087625000000000022
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 -6 7 8 10 -10 -1 -3 -13 -14 -15 -16
right_child=-2 11 3 4 5 -7 -8 -9 9 -11 -12 12 13 14 15 -17
leaf_value=0.00067337776878077695 -0.00093510314755525248 0.0012160836822801223 -0.0036530597406444713 -0.0025045628027700437 -0.0016013360207642658 0.002936251253576641 0.0017350075074315573 0.0012646390549652701 0.00046071714375310857 -0.0024030503697109553 -0.0005275607567760452 -0.00085850720865995682 0.001923178416191844 -0.0011734952360994582 0.0018568096972534016 5.4104813678851885e-05
leaf_weight=151 68 51 47 46 52 65 73 63 51 85 162 76 53 72 62 2564
leaf_count=151 68 51 47 46 52 65 73 63 51 85 162 76 53 72 62 2564
internal_value=0 3.57581e-05 -0.000171972 -0.000857789 -4.67674e-05 0.000912549 7.28188e-05 -0.000162574 -0.000364652 -0.00132312 4.91903e-05 9.34247e-05 7.2882e-05 9.89104e-05 6.27707e-05 9.69785e-05
internal_weight=0 3673 795 210 163 117 585 512 449 136 313 2878 2827 2751 2698 2626
internal_count=3741 3673 795 210 163 117 585 512 449 136 313 2878 2827 2751 2698 2626
is_linear=0
shrinkage=0.0995203


Tree=4068
num_leaves=22
num_cat=0
split_feature=6 21 2 20 6 26 9 29 0 17 17 9 26 26 21 17 17 6 5 26 5
split_gain=0.00966641 0.0175302 0.0355659 0.038643 0.0218614 0.0152656 0.01451 0.0499473 0.0366988 0.0147157 0.104006 0.0140289 0.0124557 0.0221938 0.0124408 0.0101411 0.0269845 0.0425504 0.0124536 0.0413371 0.0279896
threshold=-0.0093650000000000001 -0.0086749999999999987 -0.086254999999999984 -0.062769999999999992 -0.03764 0.12456500000000002 0.11351500000000002 0.098035000000000025 -0.075424999999999992 -0.05543 -0.076939999999999995 0.083995000000000028 0.11991000000000003 0.11538500000000003 0.09865500000000002 0.2590050000000001 0.41031000000000012 0.11690000000000002 -0.052494999999999993 0.098495000000000013 -0.020074999999999999
decision_type=2 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 7 9 -8 10 -3 -5 13 15 -11 18 -17 -18 19 -2 -20
right_child=5 4 3 11 -6 -7 8 -9 -10 14 -12 -13 -14 -15 -16 16 17 -19 20 -21 -22
leaf_value=0.0026145562996008898 -0.00031361503365840755 0.00012886238745954564 -0.0020257180599119518 0.0025049620937702979 -0.0017730182071275088 0.0012538357759465399 0.0005705718961879772 0.0033181875143674677 -0.0028542102238424552 0.00018521849881084705 0.0049376341087102281 6.756842137601477e-05 -0.0017333786104022052 0.0014981589694623696 -0.00066624632590587163 0.0019222480015212667 0.0012329768713384974 -0.0023527402190332944 0.0015310487714588949 -0.0031641898252496871 -0.00023511693444018533
leaf_weight=89 352 495 54 48 58 82 76 52 52 475 49 47 47 83 264 80 72 60 97 59 1054
leaf_count=89 352 495 54 48 58 82 76 52 52 475 49 47 47 83 264 80 72 60 97 59 1054
internal_value=0 0.000245397 0.00104008 9.41285e-05 0.000120509 -7.47633e-05 0.000196137 0.000293636 -0.000814351 0.000170413 0.000563511 0.00130771 -0.000132412 -9.14516e-05 -0.000117851 -0.000166286 0.000478254 -0.000390693 -0.000254289 -0.000724814 -8.55628e-05
internal_weight=0 1759 238 149 1521 1986 1463 1335 128 1283 544 95 1904 1857 739 1774 212 132 1562 411 1151
internal_count=3745 1759 238 149 1521 1986 1463 1335 128 1283 544 95 1904 1857 739 1774 212 132 1562 411 1151
is_linear=0
shrinkage=0.0995203


Tree=4069
num_leaves=30
num_cat=0
split_feature=6 21 26 5 6 27 26 26 26 18 0 0 3 0 0 26 0 3 26 0 9 0 9 21 18 18 18 2 21
split_gain=0.00784459 0.0142209 0.029518 0.0721135 0.0177306 0.0142573 0.0124026 0.0433289 0.0159658 0.0431098 0.032702 0.0853737 0.0476637 0.0322889 0.0263411 0.0512428 0.0730196 0.0246003 0.019585 0.0118497 0.0112879 0.0330112 0.027866 0.0156195 0.00850987 0.0155002 0.0220209 0.0178182 0.0108831
threshold=-0.0093650000000000001 -0.0086749999999999987 0.084100000000000022 -0.025879999999999997 -0.03764 -0.032854999999999995 0.084355000000000027 0.083705000000000016 0.08598500000000002 -0.015440000000000001 -0.086254999999999984 -0.087184999999999999 0.085355000000000028 -0.082284999999999983 -0.082494999999999999 0.091275000000000023 -0.083694999999999992 0.086850000000000024 0.097315000000000026 -0.085605000000000001 0.11351500000000002 -0.075424999999999992 0.10706000000000003 0.093835000000000016 -0.17307499999999998 -0.097059999999999994 -0.086064999999999989 -0.095649999999999999 -0.026109999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 7 24 9 13 11 12 -10 -8 15 16 -12 -16 -19 -4 22 -22 23 -7 -2 27 -27 -26 -28
right_child=6 4 19 -5 -6 20 8 -9 10 -11 14 -13 -14 -15 17 -17 -18 18 -20 -21 21 -23 -24 -25 25 26 28 -29 -30
leaf_value=0.00015663849287166217 0.00093171381665319583 0.0019022359049831535 0.00076133964265681382 0.0051245024705008418 -0.0015965670606568688 0.0004473755214052578 0.0043214808826686421 -0.0033721139599522535 0.0023903729141768458 -0.00073557743154780244 0.00054371003766737235 -0.0041839027443054148 -0.001283261876332932 0.00060880307879110091 -0.0022123073581912667 -0.0016431665886164637 0.0047498144350416318 -0.00041875115114171641 0.00065730200800078809 -0.0012744074349178068 0.00054164918437299013 -0.0027337238621664033 0.0022852531544098127 -0.00026197257053558711 -4.4147065808807577e-05 0.0015646055837761196 -0.0017720857541816801 -0.0026942320675119014 -0.00015886896337360647
leaf_weight=79 59 46 58 46 58 637 46 46 58 77 130 64 88 48 50 52 60 364 310 55 75 51 61 593 49 69 48 53 315
leaf_count=79 59 46 58 46 58 637 46 46 58 77 130 64 88 48 50 52 60 364 310 55 75 51 61 593 49 69 48 53 315
internal_value=0 0.000221114 0.000936915 0.00199136 0.00010857 0.000176729 -6.72818e-05 -0.000428618 0.000103524 0.00100217 -2.64506e-05 -0.00115264 0.000170521 0.00243436 0.000217527 0.00111664 0.00187626 -8.18747e-05 7.49549e-05 -0.000222266 0.000120136 -0.000777601 0.000208388 0.000104723 -0.000198906 -0.000325358 -6.28381e-05 -0.00142918 -0.000374442
internal_weight=0 1759 238 125 1521 1463 1986 639 1347 171 1176 210 146 94 966 242 190 724 674 113 1417 126 1291 1230 593 534 432 102 363
internal_count=3745 1759 238 125 1521 1463 1986 639 1347 171 1176 210 146 94 966 242 190 724 674 113 1417 126 1291 1230 593 534 432 102 363
is_linear=0
shrinkage=0.0995203


Tree=4070
num_leaves=8
num_cat=0
split_feature=31 13 8 8 8 25 20
split_gain=0.00810599 0.00574235 0.00742271 0.012033 0.00930231 0.00915147 0.0076614
threshold=0.090230000000000019 0.089365000000000014 -0.49499500000000002 -0.42187000000000002 -0.26194999999999996 0.096120000000000025 0.096815000000000026
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6
right_child=-2 -3 3 4 5 -7 -8
leaf_value=-0.0009425768740066858 0.0013467219769029161 0.0011497306155467243 0.0015541610569726816 -0.0011891468485548003 6.6973464060086837e-05 0.0014152666229348351 -0.00058801231190463673
leaf_weight=76 48 46 52 61 3227 48 187
leaf_count=76 48 46 52 61 3227 48 187
internal_value=0 4.42597e-05 3.01073e-05 5.10144e-05 2.85953e-05 5.02882e-05 3.08572e-05
internal_weight=0 3697 3651 3575 3523 3462 3414
internal_count=3745 3697 3651 3575 3523 3462 3414
is_linear=0
shrinkage=0.0995203


Tree=4071
num_leaves=29
num_cat=0
split_feature=6 26 26 26 26 26 5 26 20 26 26 20 6 6 6 20 2 30 6 5 8 8 18 26 26 0 5 5
split_gain=0.00641674 0.0118501 0.0107762 0.0164376 0.00980776 0.037257 0.0503329 0.0252817 0.0178545 0.0196468 0.013962 0.0409922 0.0108435 0.0442922 0.0225701 0.0206603 0.013785 0.0136578 0.0206121 0.0150989 0.00866576 0.0374329 0.0581192 0.0199316 0.0283261 0.0165902 0.0113046 0.00638868
threshold=-0.0093650000000000001 0.12456500000000002 0.11991000000000003 0.11538500000000003 0.08494500000000002 0.082605000000000026 -0.011204999999999998 0.086255000000000012 -0.081189999999999998 0.087960000000000024 0.090385000000000021 -0.077579999999999996 -0.099455000000000002 -0.091704999999999995 -0.088444999999999982 -0.060199999999999997 -0.083665000000000003 0.084845000000000018 -0.42102499999999998 -0.49053999999999998 -0.074844999999999981 -0.052214999999999998 -0.021369999999999997 0.084355000000000027 0.083705000000000016 -0.086474999999999996 -0.012164999999999999 -0.41397
decision_type=2 2 2 2 2 2 2 2 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 12 -7 -6 -9 -10 -11 -12 16 -14 -15 -16 27 19 -19 -18 23 22 -22 24 -2 -25 -23 -1
right_child=1 -3 -4 -5 7 6 -8 8 9 10 11 -13 13 14 15 -17 17 18 -20 -21 21 26 -24 25 -26 -27 -28 -29
leaf_value=0.0016013433669731663 -0.00026763632560873943 0.0011032601771599031 -0.001607163503199468 0.0012879837735542432 -0.0017717801822148018 0.0033663286687819253 -0.00036038525311916372 0.0014317107679759182 -0.0017637793994669893 0.0012593459958643309 -0.0024155986218697767 0.00032497200675678581 0.0026170312324270747 -0.001954590336142805 -0.00029381338877295201 0.0013397265869734296 -0.0021804297392317177 0.0018524231322284079 -0.00081610559722604403 -0.00041767615310429255 0.00023822460072313759 0.00091631955935412754 -0.0040796104483497783 -0.00057380846137524539 -0.0030431857514663929 0.00041590822960999539 -0.00030356827292972921 0
leaf_weight=52 179 82 47 83 79 88 60 88 62 87 65 320 80 49 197 125 67 53 62 177 59 96 64 214 46 769 347 48
leaf_count=52 179 82 47 83 79 88 60 88 62 87 65 320 80 49 197 125 67 53 62 177 59 96 64 214 46 769 347 48
internal_value=0 -6.7187e-05 -0.000118025 -7.98944e-05 0.000193646 0.000385083 0.00184997 -9.41165e-05 0.000117647 -9.737e-05 0.000119789 -0.000135596 0.000145939 0.000493023 3.28096e-05 0.000337783 -0.000193313 -0.000482608 0.00040662 -0.000905066 -0.000144355 -0.000465712 -0.0020018 5.53719e-06 -0.000838721 0.000199613 -3.73654e-05 0.000837069
internal_weight=0 1986 1904 1857 1759 1058 148 701 622 534 472 385 910 451 371 322 459 359 115 244 1774 566 123 1208 225 983 443 100
internal_count=3745 1986 1904 1857 1759 1058 148 701 622 534 472 385 910 451 371 322 459 359 115 244 1774 566 123 1208 225 983 443 100
is_linear=0
shrinkage=0.0995203


Tree=4072
num_leaves=10
num_cat=0
split_feature=6 28 7 29 20 21 17 0 17
split_gain=0.0297657 0.0118862 0.0128283 0.00903003 0.013015 0.00920846 0.00890826 0.0252935 0.0114541
threshold=0.23663500000000004 0.080375000000000016 -0.10984999999999999 -0.08570499999999999 -1.0000000180025095e-35 -0.096850000000000006 0.51362000000000008 -0.078664999999999999 0.42451000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 8 -8 -7
right_child=-2 -3 3 5 -6 6 7 -9 -10
leaf_value=-0.0013838857112468922 -0.0023252324534197102 0.001257789011604426 0.0021395365536718467 -0.0011799937360183314 -0.00012834340991146745 4.1870823939938321e-05 -0.00029922272380456536 0.0025252969241159546 -0.0011353680083475049
leaf_weight=63 53 79 49 62 50 3187 76 53 84
leaf_count=63 53 79 49 62 50 3187 76 53 84
internal_value=0 4.99528e-05 2.33971e-05 4.85242e-05 0.000985874 2.14831e-05 4.36331e-05 0.000854893 1.13888e-05
internal_weight=0 3703 3624 3561 99 3462 3400 129 3271
internal_count=3756 3703 3624 3561 99 3462 3400 129 3271
is_linear=0
shrinkage=0.0995203


Tree=4073
num_leaves=13
num_cat=0
split_feature=21 7 26 3 9 8 9 26 28 11 3 11
split_gain=0.0232528 0.0106108 0.0088364 0.0348532 0.021461 0.0285048 0.0275035 0.0163267 0.0111106 0.0072941 0.0155098 0.0136194
threshold=-0.096850000000000006 -0.10984999999999999 0.11377500000000003 0.092395000000000019 0.11296000000000002 -0.050299999999999997 0.10054500000000002 0.11991000000000003 0.079615000000000019 -0.15300499999999997 0.14940500000000004 -0.085924999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 -4 6 -6 7 -5 9 -3 11 -11
right_child=1 2 3 4 5 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.001593213316381505 -0.001216573027099204 -0.00082316212714099435 -0.002238203598108046 0.0016341414391144117 0.00095294046083324536 -0.0022183275377707545 0.0028376245557129795 -0.00062007126416521144 0.0016670640872314629 0.0018019126605534775 0.0017744046187562297 7.5278549944687249e-05
leaf_weight=87 64 81 79 46 46 71 47 103 46 46 56 2984
leaf_count=87 64 81 79 46 46 71 47 103 46 46 56 2984
internal_value=0 5.28864e-05 7.56504e-05 -0.000369882 9.90596e-05 -0.000964508 0.000738121 7.03663e-05 0.000130262 0.000107682 0.00013238 0.000101762
internal_weight=0 3669 3605 392 313 117 196 149 3213 3167 3086 3030
internal_count=3756 3669 3605 392 313 117 196 149 3213 3167 3086 3030
is_linear=0
shrinkage=0.0995203


Tree=4074
num_leaves=14
num_cat=0
split_feature=20 28 21 20 21 20 27 20 8 0 20 0 0
split_gain=0.0216703 0.00883662 0.00618187 0.0168337 0.0154515 0.0160274 0.0130953 0.0120315 0.0118789 0.0110012 0.00974371 0.0105143 0.00765474
threshold=-0.40431 0.080375000000000016 0.10403500000000003 0.096815000000000026 0.10817500000000002 0.0057800000000000013 -0.038765000000000001 0.12549000000000002 -0.020084999999999999 -0.088594999999999993 0.084680000000000019 -0.225295 -0.069955000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -4 9 -2 -5 -7 -6 11 -8 -11
right_child=1 -3 4 7 5 8 10 -9 -10 12 -12 -13 -14
leaf_value=-0.0019847028811155634 -0.0015439030635902825 0.0010833517921981408 0.0015625723184675769 -0.0024489536695603466 -0.0012124740916467569 0.00020872078008703625 -0.00095393093990669118 -0.000188425129702434 0.0021166823151312153 0.00076975670192151334 0.0013466909840136754 4.6860924349006593e-05 -0.0004061625511993596
leaf_weight=53 53 79 85 48 91 79 108 47 56 94 55 2777 131
leaf_count=53 53 79 85 48 91 79 108 47 56 94 55 2777 131
internal_value=0 4.19079e-05 1.89794e-05 -3.49337e-05 0.000331111 9.72016e-05 6.19135e-06 -0.0013392 0.00100624 -0.000288561 3.44137e-05 9.1125e-06 8.14721e-05
internal_weight=0 3703 3624 3088 536 451 2993 95 135 316 2940 2885 225
internal_count=3756 3703 3624 3088 536 451 2993 95 135 316 2940 2885 225
is_linear=0
shrinkage=0.0995203


Tree=4075
num_leaves=12
num_cat=0
split_feature=6 28 6 2 3 21 3 19 0 0 0
split_gain=0.019915 0.00713933 0.00762992 0.0277937 0.0586608 0.00744837 0.0129114 0.00920322 0.0128502 0.0258764 0.0109335
threshold=0.23663500000000004 0.080375000000000016 0.11642500000000001 -0.073884999999999992 0.10871500000000002 0.13589500000000002 0.13345500000000002 -0.10411999999999999 -0.071029999999999996 -0.067345000000000002 -0.073464999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 7 -7 -1 10 -10 -9
right_child=-2 -3 3 4 -6 6 -8 8 9 -11 -12
leaf_value=0.0012466821842818531 -0.0019034003743943152 0.00097553647461078366 -0.0011577604414023713 0.0036439803670999709 -0.00041951076557318162 -0.00028081296491079034 0.0020269756811805832 5.0940964178321558e-06 -0.0018499690546859506 -0.00018346323572118341 0.00113468426684245
leaf_weight=54 53 79 61 63 79 48 47 2430 108 646 88
leaf_count=54 53 79 61 63 79 48 47 2430 108 646 88
internal_value=0 3.94006e-05 1.87677e-05 0.000611669 0.00137754 -1.61754e-05 0.000852318 -4.12282e-05 -6.27336e-05 -0.000423253 4.48966e-05
internal_weight=0 3703 3624 203 142 3421 95 3326 3272 754 2518
internal_count=3756 3703 3624 203 142 3421 95 3326 3272 754 2518
is_linear=0
shrinkage=0.0995203


Tree=4076
num_leaves=9
num_cat=0
split_feature=25 36 38 2 19 3 2 3
split_gain=0.012395 0.0106637 0.0135569 0.0151421 0.00967848 0.0105732 0.0224929 0.0084814
threshold=0.096120000000000025 0.090760000000000021 -0.05851 0.42136500000000005 -0.10411999999999999 0.12551500000000002 -0.065999999999999989 0.12015500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 -6
right_child=-2 -3 3 -5 5 6 -8 -9
leaf_value=0.0015672487721265628 0.0013840622026953337 -0.0013290424105619791 0.0012232472454446607 -0.001590671371587605 -5.9409011795025466e-05 0.0020755057376093955 6.6331338038453511e-05 -0.0010568380305076236
leaf_weight=53 62 62 62 61 3040 71 252 87
leaf_count=53 62 62 62 61 3040 71 252 87
internal_value=0 -3.47558e-05 -1.23993e-05 -3.60601e-05 -8.82495e-06 -3.12038e-05 0.000510511 -8.74215e-05
internal_weight=0 3688 3626 3573 3512 3450 323 3127
internal_count=3750 3688 3626 3573 3512 3450 323 3127
is_linear=0
shrinkage=0.0995203


Tree=4077
num_leaves=25
num_cat=0
split_feature=25 17 17 9 5 5 18 18 5 9 9 5 18 18 18 17 18 0 1 8 8 8 5 9
split_gain=0.0100505 0.00826468 0.0224843 0.0449983 0.0143386 0.0527482 0.0250785 0.0306646 0.0200315 0.0366152 0.0989512 0.0142843 0.0258588 0.0106892 0.0157362 0.0227184 0.021795 0.0445699 0.0166418 0.0152775 0.0311485 0.0270042 0.0130161 0.0114937
threshold=0.096120000000000025 -0.067414999999999989 -0.040589999999999994 0.089435000000000028 -0.0091849999999999987 -0.0078499999999999976 -0.088855000000000003 -0.071844999999999992 -0.02504 0.083715000000000026 0.084515000000000021 -0.039649999999999998 -0.048605000000000002 0.15374500000000005 -0.087989999999999985 -0.56005499999999986 -0.049119999999999997 -0.080884999999999999 0.056790000000000014 -0.067719999999999989 -0.079585000000000003 -0.012839999999999999 0.22078000000000006 0.09649000000000002
decision_type=2 2 2 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 8 -6 -7 -8 11 -10 -11 12 -4 14 18 -16 17 -17 19 20 -1 -21 -18 -20
right_child=-2 2 4 -5 5 6 7 -9 9 10 -12 -13 -14 -15 15 16 22 -19 23 21 -22 -23 -24 -25
leaf_value=-0.00014172126874857882 0.0012463201112641376 0.00016760099595868278 -0.0021965769494222947 -0.0032245200214673815 0.0035630417811783233 0.0020225324308740782 -0.0023713278718786842 0.00017208800541936153 0.0015094162648780251 -0.0051350797725824033 -0.00029480531361992748 0.0012080248167362527 -3.07403625434314e-05 -0.00091050919127230756 -0.0015519886312346926 0.0001283071789348691 0.00073199261031679395 0.0043177574125605571 0.0022083200878734999 0.0023388656268535637 -0.0025143042069058503 -0.00027868443058508881 -0.00049112848204409232 6.9442461630880037e-05
leaf_weight=172 62 89 57 68 48 55 57 264 48 56 167 85 1320 86 46 55 400 47 46 47 81 229 109 56
leaf_count=172 62 89 57 68 48 55 57 264 48 56 167 85 1320 86 46 55 400 47 46 47 81 229 109 56
internal_value=0 -3.12748e-05 -0.00014626 -0.00129638 -6.21677e-05 0.000456013 5.71937e-05 -0.000276997 -0.000189419 -0.000975443 -0.00151397 -4.31601e-05 -0.000120988 0.000161781 0.000234013 0.000575136 0.000736619 0.00206677 -0.000119868 -0.000345454 -0.000904559 0.000164092 0.000468459 0.00104206
internal_weight=0 3688 2314 157 2157 424 376 321 1733 271 223 1462 1377 1374 1288 657 611 102 631 529 253 276 509 102
internal_count=3750 3688 2314 157 2157 424 376 321 1733 271 223 1462 1377 1374 1288 657 611 102 631 529 253 276 509 102
is_linear=0
shrinkage=0.0995203


Tree=4078
num_leaves=9
num_cat=0
split_feature=25 36 38 2 21 26 26 3
split_gain=0.0081494 0.00876885 0.0104875 0.0123929 0.0066553 0.0115038 0.0213861 0.0130584
threshold=0.096120000000000025 0.090760000000000021 -0.05851 0.42136500000000005 0.15544000000000005 -0.23202999999999999 -0.15866 0.10669500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=0.0013815097134175541 0.0011222860436698788 -0.0012017883817800944 2.1936017415829908e-05 -0.0014350750263035226 0.00096344051824018371 0.0018847621647788925 -2.6849311595538359e-05 -0.0023079658154823357
leaf_weight=53 62 62 48 61 69 59 3290 46
leaf_count=53 62 62 48 61 69 59 3290 46
internal_value=0 -2.81402e-05 -7.84657e-06 -2.86847e-05 -4.02394e-06 -2.36504e-05 6.58352e-06 -0.00110952
internal_weight=0 3688 3626 3573 3512 3443 3349 94
internal_count=3750 3688 3626 3573 3512 3443 3349 94
is_linear=0
shrinkage=0.0995203


Tree=4079
num_leaves=18
num_cat=0
split_feature=18 18 18 18 7 36 12 18 3 20 17 19 9 18 17 18 3
split_gain=0.00820825 0.0178322 0.0113038 0.0118805 0.0100779 0.00848243 0.0146873 0.0123951 0.0083645 0.025106 0.0220719 0.0213892 0.0212457 0.0196077 0.0157145 0.00683524 0.00437468
threshold=0.09679500000000002 0.10085500000000001 0.094215000000000021 0.092545000000000016 -0.10984999999999999 0.090760000000000021 -0.008564999999999998 0.089505000000000015 0.11252000000000002 -0.058504999999999995 0.063160000000000022 0.097115000000000021 0.087825000000000028 0.11835500000000003 -0.052269999999999997 0.14607000000000003 0.095630000000000021
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 10 -10 12 -12 -3 -14 -15 -11 -13
right_child=1 8 -4 -5 5 -7 7 -9 9 15 11 16 13 14 -16 -17 -18
leaf_value=-0.0013282172838407194 -0.0020545736138378513 -0.0025875816215379529 0.0015883201684774523 -0.0014731551008981096 0.0018516024820743925 -0.0011086859690874601 3.6996984545418922e-05 0.0011440984227089209 0.0023668003655871778 -0.0011654422328715882 0.0021842954121784799 0.0002411688189241835 0.00075421315309470184 -9.8530830521429671e-05 -0.0027191426743295782 0.00039631150906699276 -0.0010246454592556225
leaf_weight=51 55 64 47 51 47 58 2791 104 47 55 50 62 74 46 46 55 47
leaf_count=51 55 64 47 51 47 58 2791 104 47 55 50 62 74 46 46 55 47
internal_value=0 -0.000345194 5.61281e-05 3.26492e-05 5.80883e-05 8.19284e-05 0.000105679 7.70513e-05 -0.000171505 0.000439092 -0.000420045 0.000478044 -0.00104446 -0.000444586 -0.00141774 -0.000377123 -0.000297131
internal_weight=0 601 3149 3102 3051 3000 2942 2895 546 157 389 159 230 166 92 110 109
internal_count=3750 601 3149 3102 3051 3000 2942 2895 546 157 389 159 230 166 92 110 109
is_linear=0
shrinkage=0.0995203


Tree=4080
num_leaves=21
num_cat=0
split_feature=18 17 20 20 27 4 20 1 17 20 4 8 1 1 18 5 1 8 5 8
split_gain=0.0127976 0.0211834 0.0110487 0.0238542 0.0151778 0.0106309 0.011562 0.0165 0.0340745 0.0197775 0.0152705 0.00979417 0.00945986 0.0179931 0.029118 0.0172826 0.0114556 0.0155388 0.0120514 0.00755747
threshold=0.19545000000000004 -0.22965499999999997 -0.014955 -0.010459999999999999 -0.038765000000000001 0.11905500000000004 -0.15314999999999998 -0.0101 -0.000475 -0.097769999999999996 0.10423500000000002 -0.069444999999999993 -0.053299999999999993 -0.01538 -0.082304999999999989 -0.0038499999999999997 -0.07002499999999999 -0.07594999999999999 -0.082179999999999989 -0.067719999999999989
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 -5 6 19 8 11 -9 -11 -8 16 14 -14 -15 18 -18 -6 -1
right_child=1 -3 3 4 12 -7 7 9 -10 10 -12 -13 13 15 -16 -17 17 -19 -20 -21
leaf_value=-9.7157738335635061e-06 0.0027086636248267793 -1.4220819982985403e-05 0.0021443244625185217 -0.0016493638710892657 0.00081439992128166439 -0.0013848532692805012 0.0002866800467031898 0.001851298803024275 -0.0028166210322540597 -0.0002998496061098345 0.0014125538912723033 -0.00094111597926149705 -0.0029871087216874685 -0.00015381031442761526 9.1494800149120628e-05 0.0014931693819489748 0 0.0023483295552713507 3.5070553894460179e-05 0.0015835143699352342
leaf_weight=59 46 72 56 50 238 77 126 52 70 639 56 130 55 566 67 71 53 58 1143 57
leaf_count=59 46 72 56 50 238 77 126 52 70 639 56 130 55 566 67 71 53 58 1143 57
internal_value=0 0.00104031 -1.27146e-05 0.000114418 6.46599e-05 -0.000250053 -0.000175874 -0.000278473 -0.000869285 -1.95394e-05 -0.000160694 -0.000333612 0.000103096 -0.000182324 -0.00128969 2.8477e-05 0.000248842 0.00122272 0.000169972 0.000766108
internal_weight=0 118 3623 2357 2301 1266 1189 1073 326 747 695 256 2251 759 122 637 1492 111 1381 116
internal_count=3741 118 3623 2357 2301 1266 1189 1073 326 747 695 256 2251 759 122 637 1492 111 1381 116
is_linear=0
shrinkage=0.0995203


Tree=4081
num_leaves=29
num_cat=0
split_feature=6 3 0 8 8 0 0 2 1 26 26 1 0 6 18 6 17 1 17 0 19 21 8 17 2 26 0 8
split_gain=0.0115737 0.0181924 0.0203488 0.0464245 0.0106267 0.0356483 0.0328139 0.0447742 0.0415117 0.0203864 0.036928 0.0302264 0.0196729 0.0100653 0.0384988 0.00936214 0.0182617 0.0113443 0.00875868 0.0280806 0.0535983 0.0269321 0.0271034 0.019597 0.00796838 0.00644464 0.00639895 0.00797727
threshold=0.085570000000000021 0.083875000000000019 -0.087184999999999999 -0.089594999999999994 -0.073999999999999996 -0.075179999999999983 -0.071799999999999989 -0.072624999999999981 -0.080689999999999998 0.087745000000000031 0.091570000000000026 -0.085739999999999997 -0.055729999999999995 0.084050000000000027 0.082540000000000016 1.0000000180025095e-35 -0.0020399999999999997 -0.098224999999999993 0.11180000000000002 -0.085684999999999997 0.10671000000000001 0.090285000000000018 -0.090440000000000006 0.08741500000000002 -0.073884999999999992 0.091195000000000012 0.12512500000000001 0.079450000000000021
decision_type=2 2 2 2 2 2 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 25 5 9 8 -8 -6 11 -11 -4 -9 15 -15 18 17 -17 23 21 -21 22 -20 26 -22 -3 27 -1
right_child=1 2 4 -5 6 -7 7 12 -10 10 -12 -13 -14 14 -16 16 -18 -19 19 20 24 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.00018881677866588767 -0.001131715938368288 0.00074703692816368075 -0.00014634388567413663 0.0032939381178322892 0.00082495677569743809 0.0026726126977854865 0.0023821696845741378 -0.0022718027672985293 -0.0028818007119073129 -0.00091829158372456283 0.00094240161700870275 0.0024136455865938402 0.00036815103305031346 -0.0031351524960719565 0.00088324305752774366 0.0002756534293470321 -0.00085182738108806398 0.0023858785216782021 4.0292047439670329e-05 0.0036655968871133421 0.00083766713385078208 0.00083816929096324974 -0.0030284892585952495 -0.0021922178780878344 -0.00093085043080134706 -0.00085177526144432326 -0.0010609002813458206 0.00049514332390712006
leaf_weight=1553 86 52 95 72 47 63 78 47 81 266 175 87 68 47 47 47 51 57 57 60 48 89 56 48 53 48 74 189
leaf_count=1553 86 52 95 72 47 63 78 47 81 266 175 87 68 47 47 47 51 57 57 60 48 89 56 48 53 48 74 189
internal_value=0 0.000263356 0.000365811 0.001367 0.000193991 0.000415618 -0.000277093 0.000539216 -0.00151433 0.000186069 -0.000178065 0.00107289 -0.000703669 -0.000106612 -0.00111725 -6.6386e-05 0.000680694 0.00144009 -0.000118751 0.000327619 0.00130937 -0.000450814 -0.00147328 -0.000206117 -8.22616e-05 -1.22067e-05 -0.00015317 -0.00011414
internal_weight=0 1265 1179 172 1007 686 321 193 128 623 441 182 115 2476 94 2382 155 104 2227 363 161 202 113 1864 101 100 1816 1742
internal_count=3741 1265 1179 172 1007 686 321 193 128 623 441 182 115 2476 94 2382 155 104 2227 363 161 202 113 1864 101 100 1816 1742
is_linear=0
shrinkage=0.0995203


Tree=4082
num_leaves=19
num_cat=0
split_feature=10 6 0 0 3 9 9 9 10 6 5 27 26 6 18 9 9 3
split_gain=0.0109399 0.0098066 0.0123952 0.0312016 0.0248684 0.0232537 0.0304965 0.0107444 0.0102952 0.018151 0.0176071 0.0181454 0.00805561 0.00795654 0.00761508 0.00814143 0.00600021 0.00377659
threshold=0.093790000000000026 0.085570000000000021 -0.086304999999999993 -0.087614999999999985 0.096035000000000023 0.083955000000000016 0.084595000000000017 0.085075000000000026 0.055760000000000011 0.084050000000000027 0.62404000000000015 0.081500000000000017 0.085355000000000028 0.024640000000000006 0.14607000000000003 0.083925000000000013 0.08006000000000002 0.087045000000000025
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 17 -4 -7 -8 9 13 11 -10 -9 14 15 -1 -15 -3
right_child=-2 2 5 -5 -6 6 7 12 10 -11 -12 -13 -14 16 -16 -17 -18 -19
leaf_value=-0.00038044634539630834 -0.0012730955298146489 -0.00097951692298093402 -0.0016193776052194906 0.0025731395782108949 0.0020190912069288302 0.0026278739251556667 -0.0013464340405677944 -0.00082623430835473337 0.0022839211759000484 -0.0015545840574646044 -0.0008062193284359263 -0.00017911369416682534 0.00028063931683262281 2.3612459655922219e-06 0.00085544787182709658 2.4171279640662896e-05 0.0016102546185628797 5.6832113525909499e-05
leaf_weight=896 64 77 72 76 53 50 48 71 75 86 56 48 752 47 76 1086 47 61
leaf_count=896 64 77 72 76 53 50 48 71 75 86 56 48 752 47 76 1086 47 61
internal_value=0 3.91657e-05 0.000264415 0.000866791 0.000183538 0.000101622 0.000237051 9.88656e-05 -7.79195e-05 -0.00013631 0.000647548 0.00131608 0.000184155 -7.92511e-05 -0.000120495 -0.000158331 0.000815017 -0.000515489
internal_weight=0 3677 1260 267 191 993 921 871 2417 2238 179 123 823 2152 2058 1982 94 138
internal_count=3741 3677 1260 267 191 993 921 871 2417 2238 179 123 823 2152 2058 1982 94 138
is_linear=0
shrinkage=0.0995203


Tree=4083
num_leaves=12
num_cat=0
split_feature=10 20 29 2 29 3 3 1 1 17 9
split_gain=0.00887134 0.00893698 0.00863798 0.0250031 0.0184935 0.00881632 0.00863294 0.00993716 0.0222038 0.0135591 0.00712362
threshold=0.093790000000000026 -0.24350999999999998 -0.080349999999999991 -0.026175 -0.086014999999999994 -0.0043349999999999994 0.080495000000000025 -0.078509999999999983 -0.077634999999999996 -0.040589999999999994 -0.081559999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -4 -7 9 -9 -8 -6
right_child=-2 2 5 4 10 6 7 8 -10 -11 -12
leaf_value=0.0010757697031301241 -0.0011463969873628606 0.0012922868359416314 0.0010408617229943002 -0.002886936912093727 -0.0011924502646578729 -0.0012104449787798347 -5.1690831674886472e-05 -0.0021566716000374505 -3.2850476404544563e-05 0.00062375764751220516 0.00032271260515178367
leaf_weight=80 64 53 87 46 71 55 600 50 2008 574 53
leaf_count=80 64 53 87 46 71 55 600 50 2008 574 53
internal_value=0 3.52901e-05 1.19214e-05 -0.000587666 -0.00117858 5.1793e-05 2.53654e-05 4.66489e-05 -8.48475e-05 0.000277857 -0.000538239
internal_weight=0 3677 3597 223 170 3374 3287 3232 2058 1174 124
internal_count=3741 3677 3597 223 170 3374 3287 3232 2058 1174 124
is_linear=0
shrinkage=0.0995203


Tree=4084
num_leaves=9
num_cat=0
split_feature=26 6 5 2 26 29 2 0
split_gain=0.00818447 0.0230798 0.00964865 0.00926787 0.00824341 0.00765654 0.00800325 0.0182979
threshold=0.15583500000000003 -0.097850000000000006 0.63455500000000009 0.41639000000000009 0.12753500000000004 0.093650000000000025 -0.24163499999999999 0.12084000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=-0.0012650655435501453 0.0024627510454290954 -0.00026576205947750848 0.0012297249625188753 -0.0011128694129430101 -0.0013285628140850343 0.0010244449308338796 -8.6647504043057007e-05 0.0016254486315909031
leaf_weight=55 48 84 55 87 51 64 3232 63
leaf_count=55 48 84 55 87 51 64 3232 63
internal_value=0 0.000720223 -7.72379e-05 -9.77057e-05 -7.19805e-05 -5.29692e-05 -7.3797e-05 -5.3664e-05
internal_weight=0 132 3607 3552 3465 3414 3350 3295
internal_count=3739 132 3607 3552 3465 3414 3350 3295
is_linear=0
shrinkage=0.0995203


Tree=4085
num_leaves=12
num_cat=0
split_feature=7 18 5 5 1 17 3 3 1 1 17
split_gain=0.00713316 0.00963042 0.00828541 0.00782726 0.0184213 0.016774 0.024513 0.00791561 0.00638625 0.0113157 0.00694415
threshold=0.093110000000000012 -0.47082499999999999 -0.54885499999999998 -0.49053999999999998 0.51613500000000012 0.12374500000000002 0.12015500000000003 0.10648500000000002 -0.07825 -0.079250000000000001 -0.0017249999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 8 6 7 -4 9 -5 -10
right_child=-2 2 3 4 -6 -7 -8 -9 10 -11 -12
leaf_value=0.0013360809629997319 0.00094328066499470699 -0.0012425880734652553 6.0793771690018851e-05 3.8962018406388729e-05 -0.0020384145114274105 0.0019765955119997588 -0.0016703950472643917 0.0016565335948955822 -0.00036238080693506828 0.001581965935952682 1.0117979043883354e-05
leaf_weight=48 71 60 68 1242 48 57 58 58 1045 49 935
leaf_count=48 71 60 68 1242 48 57 58 58 1045 49 935
internal_value=0 -6.33362e-05 -8.21182e-05 -6.23297e-05 -0.000102298 0.000484708 1.80979e-05 0.000801838 -7.36364e-05 9.8161e-05 -0.000186065
internal_weight=0 3668 3620 3560 3319 241 184 126 3271 1291 1980
internal_count=3739 3668 3620 3560 3319 241 184 126 3271 1291 1980
is_linear=0
shrinkage=0.0995203


Tree=4086
num_leaves=9
num_cat=0
split_feature=26 6 2 5 8 26 26 26
split_gain=0.00665908 0.0184286 0.00743283 0.00710811 0.00720766 0.00765381 0.00698675 0.0194573
threshold=0.15583500000000003 -0.097850000000000006 0.41639000000000009 0.63455500000000009 -0.42187000000000002 0.12753500000000004 0.11880500000000002 0.11699500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=0.00088447912659801861 0.0022113700937548713 -0.00022587782958067475 -0.0009742719248867725 0.0010792894468497397 -5.4788490310776197e-05 -0.0013054959079710352 0.00089803383999535096 -0.0020147371872041302
leaf_weight=78 48 84 87 55 3213 50 73 51
leaf_count=78 48 84 87 55 3213 50 73 51
internal_value=0 0.000654193 -6.5128e-05 -4.24251e-05 -6.04664e-05 -8.24695e-05 -6.38989e-05 -8.56635e-05
internal_weight=0 132 3607 3520 3465 3387 3337 3264
internal_count=3739 132 3607 3520 3465 3387 3337 3264
is_linear=0
shrinkage=0.0995203


Tree=4087
num_leaves=12
num_cat=0
split_feature=38 21 0 21 20 28 26 9 4 2 21
split_gain=0.00649643 0.00649802 0.009261 0.0408777 0.0511936 0.00672718 0.00932309 0.022342 0.0115017 0.00759783 0.00524916
threshold=-0.084154999999999994 -0.091869999999999993 -0.225295 0.090285000000000018 -0.010459999999999999 0.10217500000000003 0.15583500000000003 0.11351500000000002 0.15028500000000003 -0.011474999999999999 -0.118135
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 4 -3 6 8 -8 9 -4 -2
right_child=1 2 5 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.0011390547226855338 5.6605520690699756e-05 -0.0043165199777772606 -9.3812647581170913e-05 0.0013938853430223188 0.00026544917291453535 -0.0012223217075730481 0.0024524657427284838 -0.00045989636790275817 -0.0014417634369584195 0.00032327838525967749 0.0015052074070540081
leaf_weight=46 55 49 2720 52 47 47 49 55 58 514 47
leaf_count=46 55 49 2720 52 47 47 49 55 58 514 47
internal_value=0 -5.0435e-05 -7.2891e-05 -0.000844015 -0.00206474 -3.95059e-05 -2.28949e-05 0.000904403 -5.24385e-05 -2.72686e-05 0.000732125
internal_weight=0 3693 3591 148 96 3443 3396 104 3292 3234 102
internal_count=3739 3693 3591 148 96 3443 3396 104 3292 3234 102
is_linear=0
shrinkage=0.0995203


Tree=4088
num_leaves=36
num_cat=0
split_feature=18 9 4 6 5 2 9 18 18 2 18 17 26 26 1 2 6 1 6 26 2 2 5 18 18 9 1 18 2 26 20 18 9 26 2
split_gain=0.012881 0.0201592 0.0227074 0.0139428 0.0353864 0.0159022 0.0268036 0.0591524 0.0350519 0.0282622 0.0258595 0.0258294 0.0174474 0.0324713 0.0172811 0.0130947 0.0170512 0.0332247 0.0235728 0.0215225 0.0146531 0.0274553 0.0177641 0.012985 0.0388943 0.0302615 0.0232583 0.0302369 0.0223269 0.0171391 0.0162598 0.0128632 0.00876232 0.00781619 0.00719643
threshold=0.022040000000000008 0.11201500000000002 0.12498500000000003 -0.095814999999999997 -0.09583499999999999 0.096520000000000022 0.085225000000000009 0.089505000000000015 0.086510000000000017 -0.082704999999999987 0.10085500000000001 -0.0038549999999999999 0.10924500000000002 0.11991000000000003 -0.064534999999999995 -0.085944999999999994 0.10009000000000003 -0.072579999999999992 0.092980000000000021 0.090385000000000021 -0.079604999999999995 -0.08040499999999999 0.51659500000000014 -0.08727 -0.097059999999999994 0.085610000000000019 -0.0088199999999999997 -0.079189999999999997 -0.087359999999999993 0.084355000000000027 -0.071559999999999999 -0.117225 0.11985000000000003 0.096275000000000013 -0.087444999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 32 4 -2 6 9 8 -8 -5 -7 -11 14 -14 -9 23 18 -18 20 -19 21 -17 -22 24 29 34 27 -25 -29 31 -28 -1 -3 -21 -26
right_child=3 2 -4 5 -6 10 7 12 -10 11 -12 -13 13 -15 -16 16 17 19 -20 33 22 -23 -24 26 25 -27 30 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.0011524951318615524 -0.00063743422425108318 0.0012287447884885227 0.003049095825011781 -0.00089873396504727547 0.0027915904278115241 -0.0033773601440100923 -0.00097819098930271124 -0.0012053087222528233 -0.00489013159254955 0.0027471360469296601 -0.0003334992989768067 -0.00017899688595623576 0.0020016594414124641 -0.00069931371505573177 0.00027109756612723443 0.0003918245231606438 -0.0025337704965561606 -0.0015846965500278959 0.0021782905860946856 0.0019693984052117156 -0.00015542101280465297 0.0028569289253794678 0.0016160088427406773 0.0027633881048492151 -0.0018629958748903222 -0.0040709327484482246 -0.0024579657890415572 0.00065233210772531233 -0.0013438029838095953 0.001710314552156679 -0.00014875700593234908 0.00088507397946762918 -0.00050700508649613961 0.00015242626459137276 -9.2552955299500398e-05
leaf_weight=87 78 62 46 68 48 46 46 200 46 77 71 48 85 91 128 538 65 46 63 46 851 49 60 49 46 48 52 192 78 51 74 47 53 50 47
leaf_count=87 78 62 46 68 48 46 46 200 46 77 71 48 85 91 128 538 65 46 63 46 851 49 60 49 46 48 52 192 78 51 74 47 53 50 47
internal_value=0 9.74194e-05 0.00117745 -0.000315903 0.000662364 -0.000452857 -0.000291019 -0.000621845 -0.00294306 0.000726355 -0.00153723 0.00161695 -0.000196506 0.000600482 -0.000626654 2.86114e-05 0.000178156 -0.000669367 0.000291069 0.000178293 0.000211153 0.000598995 -3.7853e-05 -0.000313253 -0.000790534 -0.0020361 3.45565e-05 0.000488518 7.26388e-05 0.000154365 -0.00110826 -0.000431716 0.000421672 0.00103159 -0.000977059
internal_weight=0 2700 161 1032 126 906 789 596 92 193 117 125 504 176 328 2539 1768 207 1561 142 1498 587 911 771 326 141 445 319 270 185 126 134 115 96 93
internal_count=3732 2700 161 1032 126 906 789 596 92 193 117 125 504 176 328 2539 1768 207 1561 142 1498 587 911 771 326 141 445 319 270 185 126 134 115 96 93
is_linear=0
shrinkage=0.0995203


Tree=4089
num_leaves=25
num_cat=0
split_feature=8 6 3 3 0 5 5 6 8 28 6 3 2 17 3 8 2 8 8 6 6 21 0 8
split_gain=0.0158192 0.0241757 0.0136429 0.0408804 0.0185761 0.0233106 0.0658666 0.0179792 0.010714 0.0080365 0.00741205 0.0155779 0.0492446 0.0481904 0.0299989 0.0286964 0.00945319 0.0142283 0.0357723 0.0184072 0.0115022 0.026343 0.0170504 0.00702371
threshold=0.11446000000000002 -0.09007999999999998 0.085035000000000013 0.084795000000000023 -0.14909499999999998 -0.0087549999999999989 0.066275000000000014 0.087235000000000021 -0.082014999999999991 0.087260000000000018 0.098855000000000012 0.097880000000000023 -0.082954999999999987 0.066010000000000027 0.10850000000000003 -0.062834999999999988 -0.086554999999999993 -0.087444999999999995 -0.085499999999999993 0.091180000000000025 -0.0087049999999999992 0.085855000000000029 -0.08076499999999999 0.24095500000000006
decision_type=2 2 2 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 -7 8 -6 10 16 12 -12 -14 -13 -16 20 19 -19 -18 21 -4 -22 -3
right_child=1 23 9 -5 5 6 -8 -9 -10 -11 11 14 13 -15 15 -17 17 18 -20 -21 22 -23 -24 -25
leaf_value=0.0015309465966705849 0.0027657050056238727 0.001022115134436778 -0.0018016027154863748 -0.00315880502323247 -0.00072138588583283119 -0.0031827052643735912 0.0011194315077116632 0.0015354857303774285 0.00058594938132937834 -0.0011307708120154821 0.0011195571897327685 0.0017166012642863969 -0.0046663050816080137 -0.00073520130758853049 0.00067108720591502094 -0.0024807290869898108 -3.2764031563695796e-05 0.001821777310654479 0.00020678897373126455 -0.0020345314508702569 0.0015710727343647131 0.00027007602291944548 -0.000326226907555555 -0.00054960489950334657
leaf_weight=53 50 50 121 52 202 89 58 63 89 58 76 85 46 96 63 52 516 152 1299 50 66 121 161 64
leaf_count=53 50 50 121 52 202 89 58 63 89 58 76 85 46 96 63 52 516 152 1299 50 66 121 161 64
internal_value=0 0.000940344 -5.9208e-05 -0.00048952 -0.000237495 -0.00042621 -0.00147969 8.94128e-06 -0.000318735 2.85537e-05 5.19902e-05 -0.000335246 -0.000918088 -0.00201442 0.000295958 -0.000746964 0.00011743 0.000211243 0.000376532 -0.000211045 -0.000284281 -0.000762381 0.000221805 0.000132565
internal_weight=0 164 3568 606 554 501 147 354 291 2962 2904 418 218 142 200 115 2486 2017 1451 566 469 242 227 114
internal_count=3732 164 3568 606 554 501 147 354 291 2962 2904 418 218 142 200 115 2486 2017 1451 566 469 242 227 114
is_linear=0
shrinkage=0.0995203


Tree=4090
num_leaves=13
num_cat=0
split_feature=5 4 3 4 21 3 36 5 24 3 9 21
split_gain=0.0114049 0.0368548 0.0163642 0.0161322 0.0139261 0.0130183 0.00961943 0.010361 0.0160631 0.0117211 0.0716818 0.00890521
threshold=-0.49053999999999998 0.13279000000000005 -0.15154999999999999 0.11378500000000003 -0.076335 0.10377500000000002 0.088655000000000025 -0.46244499999999994 0.084270000000000025 0.085035000000000013 0.085280000000000022 0.16638500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -6 7 -4 9 10 -9 -11
right_child=2 -3 6 -5 5 -7 -8 8 -10 11 -12 -13
leaf_value=0.001842240635509484 -0.0018008483311229063 0.0029558123832805171 -0.0013683177829171165 -0.0014747254645486449 0.00094414758512097283 -0.00096199441685060664 0.0011998801448703355 -1.4987045821328544e-05 0.0016808665488832995 3.4856386798887787e-05 -0.0035662837981399209 -0.0013614124228815939
leaf_weight=54 53 53 59 53 69 73 61 386 53 2706 66 46
leaf_count=54 53 53 59 53 69 73 61 386 53 2706 66 46
internal_value=0 0.000572514 -6.53584e-05 6.19378e-05 0.000481641 -3.00055e-05 -3.78785e-05 -6.08947e-05 -3.69596e-05 -6.56311e-05 -0.000535351 1.12201e-05
internal_weight=0 302 3430 249 196 142 3377 3316 3257 3204 452 2752
internal_count=3732 302 3430 249 196 142 3377 3316 3257 3204 452 2752
is_linear=0
shrinkage=0.0995203


Tree=4091
num_leaves=20
num_cat=0
split_feature=8 0 17 5 8 8 17 18 18 2 2 9 2 26 5 5 5 26 18
split_gain=0.013764 0.0153998 0.0314696 0.0136705 0.0103928 0.0111268 0.0198523 0.0110307 0.0391406 0.0415355 0.0123212 0.0267812 0.0258903 0.0116933 0.0218971 0.0424797 0.0318928 0.0158268 0.0152832
threshold=0.10228000000000002 -0.066264999999999991 -0.089699999999999988 -0.080119999999999983 0.095985000000000015 0.053925000000000008 -0.067864999999999995 0.086285000000000014 0.089505000000000015 -0.080974999999999991 -0.082904999999999993 0.09032500000000003 -0.081134999999999999 -0.025024999999999999 -0.0024199999999999998 0.073820000000000011 -0.010074999999999999 -0.0016799999999999999 0.082540000000000016
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 7 -7 13 9 -9 11 -10 -12 14 16 -16 -1 -15 -19
right_child=1 2 -4 -5 -6 6 -8 8 10 -11 12 -13 -14 17 15 -17 -18 18 -20
leaf_value=-0.00042592987790101357 -0.0013483083600948471 0.00014558952111811717 0.0034178011201280848 0.0010122138716070334 -0.0014304050183024601 0.0024596752136712523 -0.00031047812502203492 -0.0042218875584568273 0.00027715109614155853 -7.9136425146994333e-05 0.0017602673277808596 -0.0028365183951143871 -0.00020407105934743387 0.0015273716116050719 -0.0033815577462708623 5.4378696710088425e-05 0.0024025773077640073 3.0334411554889565e-05 0.0018099629080442843
leaf_weight=222 49 71 50 48 54 48 54 51 61 46 76 49 528 77 63 81 48 2007 49
leaf_count=222 49 71 50 48 54 48 54 51 61 46 76 49 528 77 63 81 48 2007 49
internal_value=0 0.000754884 0.00150451 -0.000171776 -5.99951e-05 -3.83706e-05 0.000985098 -6.97025e-05 -0.00038943 -0.00226572 -0.000133381 -0.00110241 4.17421e-05 3.17818e-05 -0.000451806 -0.00144316 7.38842e-05 0.000126026 7.31459e-05
internal_weight=0 218 121 97 3514 3460 102 3358 811 97 714 110 604 2547 414 144 270 2133 2056
internal_count=3732 218 121 97 3514 3460 102 3358 811 97 714 110 604 2547 414 144 270 2133 2056
is_linear=0
shrinkage=0.0995203


Tree=4092
num_leaves=20
num_cat=0
split_feature=11 2 4 3 3 21 0 1 0 5 1 1 17 17 5 5 2 5 17
split_gain=0.00886047 0.00900125 0.0148165 0.0336505 0.0276778 0.0375556 0.0471362 0.011743 0.00790101 0.0074093 0.0249529 0.0354237 0.0221117 0.0327202 0.0265494 0.0117563 0.0162013 0.0113157 0.0103648
threshold=-0.40069499999999997 0.097745000000000012 0.086205000000000018 0.09587500000000003 0.10726500000000001 0.015410000000000002 -0.10806499999999999 0.012830000000000003 -0.22163999999999998 -0.082179999999999989 -0.080954999999999985 -0.082344999999999988 -0.0082649999999999998 -0.067864999999999995 -0.41397 -0.074569999999999984 -0.081604999999999997 -0.071044999999999983 0.11012500000000003
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 6 -6 -7 -2 10 11 -10 13 -12 -14 16 -11 -17 -19
right_child=1 2 3 4 5 7 -8 -9 9 15 12 -13 14 -15 -16 17 -18 18 -20
leaf_value=-0.0014308560583095749 -0.0011359650382931649 -0.00099517699743650032 0.0028916061321244079 -0.0016604376559394233 0.0036442710470458812 0.00019747319908089048 -0.00019199670753273202 -0.0018141814408014984 -0.00010881983897911192 -0.0026111003996883179 0.00029856416536353691 0.0033484694168797844 -0.00046704059546521186 -0.0029648440243151769 0.00078754370174991439 0.0012728801513918623 -3.0845354865343681e-05 -8.0339096410415991e-05 -0.00069999958439177529
leaf_weight=47 73 66 55 62 69 75 58 46 62 46 62 55 325 59 343 55 52 1833 314
leaf_count=47 73 66 55 62 69 75 58 46 62 46 62 55 325 59 343 55 52 1833 314
internal_value=0 -5.48619e-05 0.000372272 0.00062178 0.000216428 0.000688945 0.00188583 -0.000560523 -0.000111255 -8.76673e-05 0.000152897 0.00150941 -4.72205e-05 -0.00128592 0.000175929 -0.000182785 -0.00125034 -0.000134901 -0.000171346
internal_weight=0 3710 431 365 310 248 127 121 3279 3206 906 117 789 121 668 2300 98 2202 2147
internal_count=3757 3710 431 365 310 248 127 121 3279 3206 906 117 789 121 668 2300 98 2202 2147
is_linear=0
shrinkage=0.0995203


Tree=4093
num_leaves=20
num_cat=0
split_feature=17 3 8 3 26 26 3 26 5 0 9 4 5 6 3 21 20 20 4
split_gain=0.00703832 0.0135351 0.0307632 0.0122494 0.0158165 0.0374055 0.0148704 0.0144953 0.0189575 0.00874423 0.0112166 0.00931813 0.0100239 0.00881977 0.0207602 0.00979799 0.00834006 0.00756295 0.0067605
threshold=0.11639500000000001 0.088055000000000022 -0.085165000000000005 0.090135000000000021 0.091485000000000025 0.094935000000000033 0.099145000000000025 0.089150000000000021 -0.49053999999999998 0.16362500000000005 -0.22988499999999998 0.13707500000000003 -0.53979999999999995 -0.14765999999999999 0.11578500000000001 0.13042000000000004 -0.045109999999999997 -0.080434999999999993 0.14566000000000004
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 -3 7 -6 -7 8 -5 10 -1 12 16 14 -14 -15 -12 -10 -13
right_child=1 3 -4 4 5 6 -8 -9 17 -11 11 18 13 15 -16 -17 -18 -19 -20
leaf_value=0.0012274761689858339 0.00042450359530757506 0.0013384778645574287 -0.0027040437358722205 0.0016002937768834647 -0.0034299156816934673 0.00078988737361256013 -0.0012098329654656507 0.001686169650800494 0.00030196171696619052 -0.0013507964006563118 7.6768121119147963e-05 -0.0016954910674625171 -0.0011935796197252381 8.1188307888359931e-05 0.00096461196180901393 -0.0008622394362954646 0.0019912727700284218 -0.0011154583618664807 -8.6897722568752639e-05
leaf_weight=74 56 50 69 47 47 74 73 52 54 47 46 55 164 2463 60 114 46 115 51
leaf_count=74 56 50 69 47 47 74 73 52 54 47 46 55 164 2463 60 114 46 115 51
internal_value=0 -0.000366682 -0.00129591 -0.000138222 -0.00029981 -0.000984909 -0.000197602 0.000193066 -0.000162596 -3.3937e-06 1.69478e-05 -1.26489e-05 2.06532e-05 -1.26313e-05 -0.000611838 3.91358e-05 0.00104292 -0.000657711 -0.000929268
internal_weight=0 637 125 512 462 194 147 268 216 3120 3073 2999 2893 2801 224 2577 92 169 106
internal_count=3757 637 125 512 462 194 147 268 216 3120 3073 2999 2893 2801 224 2577 92 169 106
is_linear=0
shrinkage=0.0995203


Tree=4094
num_leaves=16
num_cat=0
split_feature=11 7 17 2 0 17 9 5 17 2 2 4 4 0 5
split_gain=0.00725658 0.00909605 0.00872781 0.0140678 0.0213486 0.0204087 0.0191079 0.0225564 0.00993355 0.00971231 0.016685 0.0190171 0.0111168 0.0150149 0.014949
threshold=-0.40069499999999997 -0.22253999999999999 0.093960000000000016 -0.021165 -0.065519999999999981 0.24923500000000007 0.083925000000000013 0.054660000000000007 0.066010000000000027 -0.011474999999999999 -0.0072299999999999994 0.085720000000000018 0.10777500000000002 0.019150000000000004 -0.092864999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 4 6 -5 -4 -8 9 12 -11 -12 14 -14 -3
right_child=1 2 3 5 -6 -7 7 -9 -10 10 11 -13 13 -15 -16
leaf_value=-0.0012880923340329918 0.0012508375038917331 0.0006761098609021299 -0.0022023844838544161 -0.0026809439584274761 0.0017604528983811755 -1.3643631982098374e-05 8.8336542388097247e-05 -0.002077269510070093 0.001157596463403521 0.0020434689268606565 -0.00076088943700830471 0.00054145065502787912 -0.00031837073380779681 -0.0023914213994446556 -0.00014287108827471022
leaf_weight=47 53 250 51 59 51 56 400 54 73 52 154 396 136 47 1878
leaf_count=47 53 250 51 59 51 56 400 54 73 52 154 396 136 47 1878
internal_value=0 -4.28569e-05 -6.183e-05 -0.000386192 -0.000177262 -0.0013892 -0.000374574 -0.000167444 1.07851e-05 -1.76731e-05 0.000338036 0.000175307 -0.000110687 -0.000855267 -4.62715e-05
internal_weight=0 3710 3657 671 556 115 505 454 2986 2913 602 550 2311 183 2128
internal_count=3757 3710 3657 671 556 115 505 454 2986 2913 602 550 2311 183 2128
is_linear=0
shrinkage=0.0995203


Tree=4095
num_leaves=16
num_cat=0
split_feature=4 2 21 4 2 4 5 29 29 4 4 2 5 9 18
split_gain=0.0060563 0.0100319 0.0166833 0.0258988 0.0290862 0.0130245 0.0117733 0.00804363 0.0107952 0.0088988 0.047172 0.013352 0.016539 0.0124505 0.00943019
threshold=0.15028500000000003 0.097745000000000012 0.097380000000000022 0.086205000000000018 0.11392500000000001 0.11474000000000002 -0.084089999999999984 -0.096654999999999991 -0.085039999999999991 0.086380000000000026 0.090805000000000011 -0.011474999999999999 -0.09583499999999999 0.098465000000000011 -0.019539999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -5 -6 -4 -1 -9 11 -11 14 -13 -12 -10
right_child=-2 2 6 4 5 -7 -8 8 9 10 13 12 -14 -15 -16
leaf_value=-0.0012759948098178006 -0.00097030606604642591 -0.0011912321548445451 -0.0017148531510662595 0.0033505939268501208 -0.00017734048953611025 0.0015182467698136417 0.00028896502575973665 0.0013357755903914215 -0.00029736165794924224 -0.0032066725912083026 -0.00040291845902575349 -0.00065138733072130181 0.0014871761072719053 0.00095218662360595219 8.8321163124836999e-05
leaf_weight=56 70 50 50 53 87 91 68 53 1129 56 332 51 117 84 1410
leaf_count=56 70 50 50 53 87 91 68 53 1129 56 332 51 117 84 1410
internal_value=0 -3.51965e-05 0.00043569 0.000853855 0.00130006 0.000684906 -0.000553173 -9.25877e-05 -7.18298e-05 -9.55548e-05 -0.000494405 -2.57078e-05 0.000833097 -0.000127324 -8.28554e-05
internal_weight=0 3687 399 281 231 178 118 3288 3232 3179 472 2707 168 416 2539
internal_count=3757 3687 399 281 231 178 118 3288 3232 3179 472 2707 168 416 2539
is_linear=0
shrinkage=0.0995203


Tree=4096
num_leaves=19
num_cat=0
split_feature=26 26 6 3 6 26 3 8 26 26 3 26 9 20 9 6 21 9
split_gain=0.0115035 0.0139138 0.0133987 0.0427043 0.0196289 0.0205598 0.013363 0.0336522 0.0438445 0.0298354 0.0268298 0.0283549 0.0224995 0.0207285 0.0171731 0.0128952 0.0119217 0.00993711
threshold=0.091400000000000023 0.090625000000000025 0.11690000000000002 0.10850000000000003 0.10009000000000003 0.089880000000000029 0.090995000000000006 -0.082844999999999988 0.11215000000000001 0.092180000000000026 0.092735000000000026 0.094935000000000033 0.088510000000000019 -0.072005 0.094085000000000016 0.11816500000000002 -0.091869999999999993 -0.076039999999999983
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 16 7 12 -9 -8 -11 14 -2 -13 -12 -15 -1 -18
right_child=6 -3 3 -5 -6 -7 9 8 -10 10 11 13 -14 15 -16 -17 17 -19
leaf_value=0.0012632647717254967 0.0024654488976709426 -0.0013917728943337781 0.0026316505858110244 -0.0010603622811877695 -0.0016184597595811081 0.0015769510837561837 0.00295345620865314 -0.0028182764931750726 0.00088817696520882461 0.0022780214379380104 -0.002769700550562167 0.0019835707108274668 -0.00037531697890041537 0.00043530914920796005 -0.00018819486160274079 -0.00097440842927176761 0.00044217577750985115 -0.00020022592716450999
leaf_weight=63 52 77 69 56 80 76 47 82 51 66 46 76 58 409 59 76 270 2008
leaf_count=63 52 77 69 56 80 76 47 82 51 66 46 76 58 409 59 76 270 2008
internal_value=0 -7.29356e-05 -3.38932e-05 0.00097108 -8.45301e-05 -3.342e-05 0.000319005 -0.000323243 -0.00139085 0.000520398 0.000363059 0.000172058 0.000960149 0.000454078 -0.00132694 0.000212717 -8.60501e-05 -0.000123726
internal_weight=0 2699 2622 125 2497 2417 1022 243 133 779 732 666 110 561 105 485 2341 2278
internal_count=3721 2699 2622 125 2497 2417 1022 243 133 779 732 666 110 561 105 485 2341 2278
is_linear=0
shrinkage=0.0995203


Tree=4097
num_leaves=26
num_cat=0
split_feature=8 8 17 8 19 4 18 18 18 1 26 0 17 26 21 21 8 17 17 17 17 17 3 8 8
split_gain=0.00965384 0.0260312 0.0999651 0.0207688 0.00946541 0.0123491 0.0174238 0.0404539 0.0256739 0.014976 0.014329 0.0138617 0.00882005 0.00830338 0.0188802 0.0327328 0.0145541 0.0143712 0.0306848 0.0239069 0.0251233 0.0234004 0.013923 0.0179265 0.0159263
threshold=-0.084554999999999991 -0.08595499999999999 -0.011809999999999999 -0.083849999999999994 0.11183000000000003 0.11785500000000003 -0.085454999999999989 -0.018629999999999997 -0.094939999999999997 0.0099250000000000015 0.085355000000000028 -0.12236 -0.56368999999999991 0.086255000000000012 0.098250000000000018 0.10940500000000002 -0.07034 -0.065004999999999993 -0.084209999999999993 -0.017704999999999995 -0.0064000000000000003 -0.089699999999999988 0.087235000000000021 -0.080924999999999983 -0.082934999999999995
decision_type=2 2 2 2 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 8 -8 -1 -7 -9 -11 -5 17 22 -16 -17 18 21 -19 -21 -14 23 -15 -24
right_child=3 2 -4 12 -6 9 7 10 -10 11 -12 -13 13 14 15 16 -18 19 -20 20 -22 -23 24 -25 -26
leaf_value=-0.00024130541650123395 0.0016521985611684564 0.0010217866598254729 -0.0038294365750420833 0.0013057217782299303 0.0012460611098236562 0.0021674573679762873 -0.0025902154983993893 -0.00069156072440153303 0.0027440213540688191 -0.0011235752019261552 0.0001957047199370511 0.0010202111619214756 -0.00046764119284919021 0.0025671293286780895 0.0028922258769824524 -0.00079083072496163691 0.0011148348511528208 0.0020478475136169153 -0.002455725407208524 -0.0022399863535219932 0.00018892550579327868 0.0018373954020334477 -0.0017957779644392523 -8.8371382464800307e-05 2.2139064201520124e-05
leaf_weight=74 88 86 82 58 56 49 75 303 46 52 443 70 392 47 68 70 91 62 70 46 507 49 51 53 733
leaf_count=74 88 86 82 58 56 49 75 303 46 52 443 70 392 47 68 70 91 62 70 46 507 49 51 53 733
internal_value=0 -0.000182839 -0.0013412 0.000151224 -1.55243e-05 -7.97936e-05 -0.000221832 -0.000386251 0.000896249 0.000697043 -0.000163575 9.9756e-05 9.3364e-05 6.1593e-05 0.000254607 0.0010601 0.0002812 -0.000128466 -0.000518951 0.000194654 -1.16376e-05 -0.00020967 4.50182e-05 0.00115153 -9.50742e-05
internal_weight=0 1336 168 2385 1168 1112 941 821 120 171 746 122 2297 2239 1113 229 161 1126 511 615 553 441 884 100 784
internal_count=3721 1336 168 2385 1168 1112 941 821 120 171 746 122 2297 2239 1113 229 161 1126 511 615 553 441 884 100 784
is_linear=0
shrinkage=0.0995203


Tree=4098
num_leaves=28
num_cat=0
split_feature=8 8 17 8 4 3 9 18 3 18 4 8 3 4 3 2 20 27 26 2 3 6 8 26 18 3 8
split_gain=0.00782564 0.0210928 0.081078 0.0168375 0.00799531 0.0245118 0.0279289 0.0198581 0.0142697 0.0388142 0.0133865 0.0133644 0.0128814 0.0146939 0.010155 0.00769702 0.0283475 0.0395802 0.0310813 0.0232587 0.0376262 0.0185736 0.0143679 0.0135599 0.0250309 0.0097648 0.0124323
threshold=-0.084554999999999991 -0.08595499999999999 -0.011809999999999999 -0.083849999999999994 0.10845500000000002 0.11492500000000001 -0.020035000000000001 0.23251500000000005 0.084795000000000023 -0.015069999999999998 0.076195000000000027 -0.083390000000000006 0.13085500000000003 0.13424500000000003 0.085505000000000012 -0.085944999999999994 -0.085594999999999991 0.076195000000000027 0.085635000000000031 -0.082294999999999993 0.088055000000000022 0.08734500000000002 -0.097249999999999989 0.09112000000000002 0.091085000000000013 0.087045000000000025 -0.26194999999999996
decision_type=2 2 2 2 2 2 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 -3 -2 7 6 -6 8 9 10 -5 -10 -7 -14 -13 16 -1 18 -18 20 21 -17 25 24 -24 -21 -27
right_child=3 2 -4 4 5 12 -8 -9 11 -11 -12 14 13 -15 -16 19 17 -19 -20 22 -22 -23 23 -25 -26 26 -28
leaf_value=0.0013082326344026293 0.001487771379349895 0.00092009829333277446 -0.0034483301999013319 -0.0014751813899033794 -5.7616045030684516e-05 0.0017109525285523882 -0.0032486212267522894 0.0020027418128342853 -0.0016368133533731254 0.0027451575920436301 0.00088392200161784614 -0.0012186080753799065 -0.0013884964028121607 0.0007682758788932569 0.00010901121824297856 0.0011450004211714317 -0.0042191769604076335 0.00048558065042679039 -0.00072153990966785373 -0.00078802278385858024 0.0035868256626205275 -0.0012807117700323536 -0.00081911931772117401 -0.0020051836729673388 0.0011896734995753019 9.2085245085721639e-05 0.0014599457379182135
leaf_weight=63 88 86 82 49 58 48 52 56 47 71 46 59 57 69 1685 89 50 82 52 64 46 48 243 55 82 193 101
leaf_count=63 88 86 82 49 58 48 52 56 47 71 46 59 57 69 1685 89 50 82 52 64 46 48 243 55 82 193 101
internal_value=0 -0.000164521 -0.00120724 0.000136243 8.41079e-05 -0.000409428 -0.00157353 0.000154144 0.000100828 0.000983631 -0.000324262 1.85474e-05 0.000321796 -0.00020091 6.36281e-05 -1.38398e-05 -0.00050779 -0.00113403 -0.00244409 0.000117742 0.00112254 0.00028914 -0.000130306 -0.00055731 -0.000309766 0.000320652 0.000564781
internal_weight=0 1336 168 2385 2297 284 110 2013 1957 166 95 1791 174 126 1744 1168 247 184 102 921 183 137 738 380 325 358 294
internal_count=3721 1336 168 2385 2297 284 110 2013 1957 166 95 1791 174 126 1744 1168 247 184 102 921 183 137 738 380 325 358 294
is_linear=0
shrinkage=0.0995203


Tree=4099
num_leaves=20
num_cat=0
split_feature=26 26 18 18 18 6 6 26 26 6 8 6 6 1 8 6 0 17 17
split_gain=0.00687772 0.0124663 0.0117127 0.118791 0.0279991 0.0153062 0.0318662 0.0231465 0.010916 0.0107275 0.0192582 0.0141345 0.0138997 0.0178989 0.0345316 0.0323203 0.0103527 0.0110993 0.0101994
threshold=0.091400000000000023 0.090625000000000025 -0.023444999999999997 -0.018629999999999997 -0.030229999999999996 0.11690000000000002 0.10009000000000003 0.084785000000000013 0.091915000000000024 0.11816500000000002 -0.074504999999999988 0.11056500000000001 0.098855000000000012 -0.083284999999999984 -0.080724999999999991 0.091615000000000016 -0.23998999999999998 -0.51498499999999992 -0.088734999999999994
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 7 -1 -2 11 -11 12 13 14 -10 -15 -5 -18 -19
right_child=8 -3 3 16 -6 -7 -8 -9 9 10 -12 -13 -14 15 -16 -17 17 18 -20
leaf_value=-0.00018466220396000043 0.0016518555635006561 -0.0013060219031664612 -0.0051146734119189279 0.0011916115884383399 0.0026493855782002301 0.0018265820050118518 -0.0024036208330137612 0.00093049694338969639 0.00098141611204459684 -0.0023059582620542592 0.00043279593806863203 0.0018140219992814511 -0.0010174556239172297 0.00020416039190064 -0.0020941255277741118 0.0020950002952168441 0.0011608751755083433 -0.00078496609080919329 -3.9127340411191856e-05
leaf_weight=557 52 77 47 65 46 50 50 275 67 46 56 56 86 470 78 111 67 213 1252
leaf_count=557 52 77 47 65 46 50 50 275 67 46 56 56 86 470 78 111 67 213 1252
internal_value=0 -5.77457e-05 -2.07755e-05 -0.000183298 0.000251585 0.00013236 3.53871e-05 0.000182946 0.000245297 0.00016905 -0.000794303 0.000283198 0.000176616 0.00031919 -0.000667368 0.000566814 -3.76538e-05 -9.03437e-05 -0.000148126
internal_weight=0 2699 2622 1644 978 932 882 832 1022 970 102 868 812 726 145 581 1597 1532 1465
internal_count=3721 2699 2622 1644 978 932 882 832 1022 970 102 868 812 726 145 581 1597 1532 1465
is_linear=0
shrinkage=0.0995203


Tree=4100
num_leaves=19
num_cat=0
split_feature=6 12 18 18 17 0 20 3 1 17 0 17 26 8 6 6 6 5
split_gain=0.0297805 0.0147656 0.0127847 0.0241433 0.023647 0.0477976 0.0596684 0.0726501 0.0343367 0.0320083 0.0213762 0.0179597 0.0226849 0.0169231 0.0132531 0.0226266 0.0158655 0.0121536
threshold=0.23153500000000005 0.092405000000000029 -0.011569999999999999 -0.0086449999999999982 0.0041300000000000009 -0.08176499999999999 -0.014534999999999999 0.088845000000000021 -0.072579999999999992 -0.0065549999999999992 -0.077314999999999981 -0.0096999999999999986 0.08734500000000002 0.18287500000000004 0.092705000000000023 0.09840500000000002 0.091025000000000023 -0.013125
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 17 9 6 -6 -8 -7 11 -10 12 -1 14 16 -16 -5 -4
right_child=-2 -3 3 13 5 8 7 -9 10 -11 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=0.00047362189134839383 0.0023480230318407278 0.0016791391035687353 -0.0027839092857979589 0.00011864129784866102 6.9109662178110134e-05 -0.0019590323693085892 0.0010372161850959617 0.0064262522133667682 -0.00049318665797769507 -0.0021714122037575943 0.0022372232376513201 0.0017696347077404665 -0.00046113355341016054 -0.0017399384743882857 -0.0016324115339587284 0.00016884923917289874 0.0019391529090243519 -0.00047094959500997854
leaf_weight=688 61 60 46 1550 75 64 49 51 54 58 59 70 410 53 116 169 49 46
leaf_count=688 61 60 46 1550 75 64 49 51 54 58 59 70 410 53 116 169 49 46
internal_value=0 0.000129852 0.000103853 -6.1041e-05 0.000316394 0.00103566 0.00220219 0.00379381 -0.000113073 0.000109218 0.000925181 0.000223169 0.000123833 1.33565e-05 6.31141e-05 -0.000561423 0.000174941 -0.00163633
internal_weight=0 3667 3607 2029 1578 352 175 100 177 1226 113 1168 1098 1937 1884 285 1599 92
internal_count=3728 3667 3607 2029 1578 352 175 100 177 1226 113 1168 1098 1937 1884 285 1599 92
is_linear=0
shrinkage=0.0995203


Tree=4101
num_leaves=20
num_cat=0
split_feature=6 3 3 26 3 12 26 26 3 26 2 27 3 8 3 26 8 4 4
split_gain=0.0241449 0.0129078 0.0435604 0.0582489 0.0169398 0.0135886 0.0169509 0.0350891 0.0314351 0.0241315 0.0222891 0.0121292 0.0121834 0.0175048 0.0137018 0.0209519 0.0131447 0.0125046 0.00680666
threshold=0.23153500000000005 0.092900000000000024 0.091865000000000016 0.089545000000000027 0.093535000000000021 0.092405000000000029 0.091275000000000023 0.092530000000000015 0.091065000000000021 0.090385000000000021 -0.082644999999999982 0.11129500000000002 0.10960500000000002 0.096835000000000018 0.10583000000000002 0.11624000000000002 0.0012600000000000003 0.10477500000000002 0.096160000000000009
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 6 8 -8 9 -1 -9 12 14 16 15 -6 -14 -16 -15
right_child=-2 4 3 -5 11 -7 7 10 -10 -11 -12 -13 13 18 17 -17 -18 -19 -20
leaf_value=8.2109552464852846e-05 0.002114347413550286 -0.0017117442804955982 -9.2546548422883418e-05 0.0043546073840205384 0.00022989257151540674 0.0016601686594601862 -0.0027879721593132701 0.0011370301851765824 0.0024524538075108358 0.0022470409454022873 -0.00085867609703744747 -0.0014234695399079063 0.00026357877526248967 0.00075102627563340902 -0.00045157245522356611 -0.0012126424227887911 -0.0013011073519172346 -0.0023866212892719139 0.0024439380692237779
leaf_weight=1388 61 61 57 59 526 59 57 95 62 53 133 59 627 52 102 123 58 50 46
leaf_count=1388 61 61 57 59 526 59 57 95 62 53 133 59 627 52 102 123 58 50 46
internal_value=0 0.000116951 0.000291007 0.00216231 -8.30803e-05 0.000173038 0.000123508 -0.0005793 0.000257319 0.000162304 -2.35413e-05 -2.21142e-05 2.9566e-05 0.000309186 -0.000242749 -4.22387e-05 0.000129899 -0.00109349 0.00155401
internal_weight=0 3667 1963 116 1704 1847 1788 285 1503 1441 228 1643 1584 783 801 649 685 152 98
internal_count=3728 3667 1963 116 1704 1847 1788 285 1503 1441 228 1643 1584 783 801 649 685 152 98
is_linear=0
shrinkage=0.0995203


Tree=4102
num_leaves=18
num_cat=0
split_feature=6 18 18 18 26 6 30 18 26 17 18 18 17 20 20 5 6
split_gain=0.019576 0.0125876 0.0322864 0.0224054 0.0133318 0.0131773 0.0125528 0.0120078 0.0223991 0.0148659 0.0194699 0.0212301 0.0137854 0.0105261 0.0307061 0.014236 0.00764921
threshold=0.23153500000000005 0.090025000000000022 0.088250000000000009 0.093865000000000018 0.40795000000000009 0.087975000000000012 0.11290000000000001 0.10361000000000002 0.090715000000000032 0.053575000000000012 0.11504500000000002 0.12044000000000003 -0.26636999999999994 -0.097019999999999995 -0.085594999999999991 -0.016339999999999997 0.092705000000000023
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 6 -3 13 8 -5 12 -11 -12 -9 15 -15 -1 -14
right_child=-2 3 -4 7 -6 -7 -8 9 -10 10 11 -13 16 14 -16 -17 -18
leaf_value=0.00038818911108365957 0.0019039270445470396 -0.00063560880895028649 0.002343377224516521 0.0019072665788036462 0.0016978502141675627 -0.0027534344388227576 -0.0013835060989879748 0.00050252840482963945 -0.00061241950420993119 0.0019681978322331718 -0.0019561620892570267 0.00039520680873486233 -0.00065007899713562971 0.0017695542472163962 0.00012467114642253141 -0.0013349775521481193 -0.0019921104861936167
leaf_weight=85 61 75 68 79 54 49 54 57 62 53 50 158 94 118 2425 106 80
leaf_count=85 61 75 68 79 54 49 54 57 62 53 50 158 94 118 2425 106 80
internal_value=0 0.000105312 0.000199514 -0.000255729 0.00014793 -0.00147909 0.000117616 -1.47874e-05 0.000793514 -0.000248099 0.000264173 -0.000166091 -0.000830442 0.000147565 0.000201319 -0.000563837 -0.00127181
internal_weight=0 3667 2910 757 2842 124 2788 633 141 492 261 208 231 2734 2543 191 174
internal_count=3728 3667 2910 757 2842 124 2788 633 141 492 261 208 231 2734 2543 191 174
is_linear=0
shrinkage=0.0995203


Tree=4103
num_leaves=34
num_cat=0
split_feature=0 0 8 17 17 1 8 9 5 5 2 8 12 5 5 8 17 5 0 0 0 17 0 2 8 9 9 1 1 1 8 0 17
split_gain=0.0123719 0.0214273 0.0748695 0.118471 0.0859297 0.0885235 0.036194 0.042316 0.0324331 0.0365234 0.0931305 0.0349285 0.0195918 0.0120536 0.0155816 0.0562531 0.0283784 0.0173102 0.0212535 0.0140305 0.00966988 0.006418 0.0342741 0.0316033 0.035196 0.0243241 0.0548926 0.0236118 0.0191082 0.0183335 0.0181408 0.0133669 0.0112786
threshold=-0.087394999999999987 -0.08176499999999999 -0.083294999999999994 -0.088734999999999994 -0.0092949999999999994 -0.050379999999999994 -0.084855 0.085525000000000032 -0.0078499999999999976 -0.025879999999999997 -0.086414999999999992 -0.088634999999999992 0.081895000000000023 -0.45516499999999999 -0.080724999999999991 -0.052214999999999998 0.00079000000000000023 -0.068984999999999991 -0.070134999999999989 -0.080884999999999999 -0.087825 -0.016209999999999999 -0.088594999999999993 0.096520000000000022 -1.0000000180025095e-35 0.08846500000000003 0.085495000000000029 -0.0090649999999999984 -0.01538 0.054560000000000004 -0.097604999999999997 -0.13752999999999999 0.23832000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 8 -8 9 11 -11 -2 13 -3 15 16 -15 18 -16 -19 21 23 28 24 25 26 -1 -26 30 32 -23 -31 -30
right_child=1 12 3 4 5 -7 7 -9 -10 10 -12 -13 -14 14 17 -17 -18 19 -20 -21 -22 22 -24 -25 27 -27 -28 -29 29 31 -32 -33 -34
leaf_value=-0.00017411293369010719 0.0010759627824169962 -0.0012966597522808428 0.0065986950859729353 -0.0015721472585021425 0.0056524904831531725 0.00038312280791996152 -0.0038547966981172504 0.00021061004789765252 -0.0013349356481403142 -0.00024350911155135703 0.0051644164219700915 -0.002197313892286298 0.0018464839074110312 -0.001587824467152097 2.1050449273038368e-05 0.003845321139570158 0.0013639077033592802 -0.001134353454092904 -0.0025902559003518821 0.00014852900472626498 -0.0014773072552704011 0 0.0027408279194021268 -0.0022628340425545818 0.00023513082374787767 0.0010661199970966784 -0.0037777989464026604 0.0032373120481022639 0.0013600641348757124 0.00039200331434356846 -0.002598199490297205 -0.00069055654747012169 -0.00018620724251205945
leaf_weight=168 85 68 47 77 55 75 48 53 79 70 57 52 59 66 66 48 63 91 57 1160 50 54 46 73 61 68 56 46 153 200 53 258 66
leaf_count=168 85 68 47 77 55 75 48 53 79 70 57 52 59 66 66 48 63 91 57 1160 50 54 46 73 61 68 56 46 153 200 53 258 66
internal_value=0 0.00025842 0.000721919 0.00208474 0.00105587 0.00261877 -5.58677e-05 -0.00171336 0.000429812 0.000961 0.00217723 -0.000160474 6.51294e-05 0 5.70712e-05 0.000936188 -0.000139935 -5.55817e-05 -0.00118241 5.45554e-05 -0.000118373 -6.55576e-05 0.000100296 -0.000358942 -8.55874e-06 -0.00057641 -0.00107869 0.00153344 -5.35888e-05 0.000140648 -0.00129019 -0.000216036 0.000890327
internal_weight=0 2376 698 254 207 130 444 101 343 264 127 137 1678 1619 1551 177 129 1374 123 1251 1352 1302 830 472 399 292 224 107 784 677 107 458 219
internal_count=3728 2376 698 254 207 130 444 101 343 264 127 137 1678 1619 1551 177 129 1374 123 1251 1352 1302 830 472 399 292 224 107 784 677 107 458 219
is_linear=0
shrinkage=0.0995203


Tree=4104
num_leaves=9
num_cat=0
split_feature=27 8 9 4 23 5 8 5
split_gain=0.0381613 0.0107852 0.0135478 0.013978 0.0124064 0.0115328 0.0226535 0.00857902
threshold=0.11410500000000003 -0.51030999999999993 -0.26414499999999996 0.14123000000000005 0.086085000000000023 -0.14822499999999997 0.10528000000000003 -0.11065499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -7
right_child=-2 2 3 -5 -6 7 -8 -9
leaf_value=0.0010862797590194307 -0.0024505489787360183 -0.0015431288404859011 -0.0003411031498232817 0.0016158818311004367 0.0015113052511247084 0.00083128871339040124 -0.0026597992290963608 -7.2284563713653069e-05
leaf_weight=78 68 63 470 48 47 108 46 2804
leaf_count=78 68 63 470 48 47 108 46 2804
internal_value=0 -7.05925e-05 -9.59842e-05 -6.98733e-05 -9.33941e-05 -0.000115634 -0.000549395 -3.84918e-05
internal_weight=0 3664 3586 3523 3475 3428 516 2912
internal_count=3732 3664 3586 3523 3475 3428 516 2912
is_linear=0
shrinkage=0.0995203


Tree=4105
num_leaves=11
num_cat=0
split_feature=22 8 8 27 0 8 12 6 4 27
split_gain=0.0365391 0.0141347 0.0116222 0.0100256 0.0131279 0.0213595 0.0117723 0.0122506 0.0115011 0.00863419
threshold=0.11738500000000003 -0.51030999999999993 0.24614500000000003 0.092175000000000021 -0.059114999999999994 -0.080445000000000003 0.088665000000000022 -0.47287499999999999 0.14123000000000005 0.10262500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 9 7 -3 -9 -5
right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11
leaf_value=0.0013355827469164919 -0.0021069212592122679 -0.0016354093164588687 -0.0012610058318677506 0.0019405942910973419 0.001830896492355781 -0.0016133102206551237 -0.0016284923474320569 -7.2100871083675492e-05 0.0015124398375986328 1.5072427646379353e-05
leaf_weight=71 88 49 81 46 62 48 49 3144 46 48
leaf_count=71 88 49 81 46 62 48 49 3144 46 48
internal_value=0 -5.41913e-05 -8.2037e-05 -5.44553e-05 0.000621991 8.83939e-05 -9.66736e-05 -7.32473e-05 -4.8995e-05 0.000966058
internal_weight=0 3644 3573 3492 204 142 3288 3239 3190 94
internal_count=3732 3644 3573 3492 204 142 3288 3239 3190 94
is_linear=0
shrinkage=0.0995203


Tree=4106
num_leaves=9
num_cat=0
split_feature=27 8 9 4 23 4 4 21
split_gain=0.030868 0.00696222 0.0107418 0.0105059 0.0106454 0.00906579 0.0264056 0.0179946
threshold=0.11410500000000003 -0.51030999999999993 -0.26414499999999996 0.14123000000000005 0.086085000000000023 0.11509500000000002 0.11219500000000003 0.10143500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -7
right_child=-2 2 3 -5 -6 7 -8 -9
leaf_value=0.00087600149161393452 -0.0021938431562483003 -0.0013623499712772775 -8.4817785972232459e-05 0.0014109259279043616 0.0014155932439276952 -0.0012492296877230724 0.0023164193616342782 0.00092635232041221799
leaf_weight=78 68 63 3175 48 47 158 46 49
leaf_count=78 68 63 3175 48 47 158 46 49
internal_value=0 -5.3361e-05 -7.38041e-05 -5.05293e-05 -7.09519e-05 -9.15722e-05 -5.02709e-05 -0.000730282
internal_weight=0 3664 3586 3523 3475 3428 3221 207
internal_count=3732 3664 3586 3523 3475 3428 3221 207
is_linear=0
shrinkage=0.0995203


Tree=4107
num_leaves=16
num_cat=0
split_feature=20 26 26 3 3 3 3 21 6 18 19 20 9 4 20
split_gain=0.0268684 0.00817627 0.0230929 0.0155131 0.00777206 0.0424386 0.0217829 0.022186 0.0131948 0.0130956 0.0124645 0.0221028 0.0201719 0.0410182 0.019254
threshold=0.24030500000000005 -0.22491999999999998 -0.236315 0.10325000000000002 0.11721500000000003 0.11578500000000001 0.11275500000000002 0.089755000000000015 0.12638500000000005 0.11715500000000002 0.0069650000000000016 -0.058504999999999995 0.11351500000000002 0.14524000000000004 -0.078725000000000003
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 8 -8 9 -3 11 14 13 -13 -6
right_child=-2 4 -4 -5 10 -7 7 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.0010138226170042968 -0.0019741094522931772 1.9173040407238263e-05 -0.0023492076980047585 0.0014298833088362741 0.00037853249819845813 -0.0030099188646262403 0 0.0030246902497643056 -0.0014165408545543012 -0.00080159540472022532 -0.00073901224641616226 -0.00034056124299975944 -0.0017753138091859556 0.0029833304776956328 0.0025554980056843014
leaf_weight=54 73 2571 57 49 81 48 51 46 71 208 86 156 51 48 82
leaf_count=54 73 2571 57 49 81 48 51 46 71 208 86 156 51 48 82
internal_value=0 -4.53778e-05 -0.000741169 0.000140769 -1.33271e-05 -7.43973e-05 -2.63065e-05 0.00143988 -7.64956e-05 -4.19645e-05 0.000347956 0.000573549 -1.83786e-06 0.000437519 0.00147872
internal_weight=0 3659 160 103 3499 2995 2947 97 2850 2779 504 418 255 204 163
internal_count=3732 3659 160 103 3499 2995 2947 97 2850 2779 504 418 255 204 163
is_linear=0
shrinkage=0.0995203


Tree=4108
num_leaves=13
num_cat=0
split_feature=24 18 38 11 4 4 18 3 3 3 21 29
split_gain=0.018906 0.0105879 0.00683482 0.01673 0.0072263 0.021071 0.0266757 0.0135479 0.0105225 0.00974525 0.0305417 0.0110096
threshold=0.081970000000000029 -0.45171999999999995 -0.072014999999999996 -0.085589999999999986 0.10343500000000001 0.10739000000000003 -0.055464999999999993 0.10871500000000002 0.14530500000000005 0.12131500000000002 0.10470500000000002 -0.011859999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 -6 -7 -8 9 11 -11 -4
right_child=-2 2 4 -5 5 6 7 -9 -10 10 -12 -13
leaf_value=-0.0012187440368474039 -0.001584672264958805 0.0019300234450929596 0.0010619201604838001 -0.00062160393442660671 -0.001770304297600857 0.0019651518395972594 0.00086331092414856328 -0.00065655145614475609 0.001370530385672314 -0.0028172985690791282 0.00074191706232802027 -2.2613513317206227e-05
leaf_weight=76 82 56 96 46 91 54 70 332 55 47 48 2685
leaf_count=76 82 56 96 46 91 54 70 332 55 47 48 2685
internal_value=0 -5.6082e-05 -3.11712e-05 0.000771264 -5.49397e-05 -0.000387028 -0.000109184 -0.000389862 6.75716e-06 -1.90387e-05 -0.00101034 1.45302e-05
internal_weight=0 3656 3580 102 3478 547 456 402 2931 2876 95 2781
internal_count=3738 3656 3580 102 3478 547 456 402 2931 2876 95 2781
is_linear=0
shrinkage=0.0995203


Tree=4109
num_leaves=21
num_cat=0
split_feature=24 2 2 2 18 26 21 9 26 26 6 27 26 26 26 2 22 26 2 26
split_gain=0.0153294 0.0102086 0.031726 0.0264999 0.0134592 0.0173181 0.0150036 0.0201124 0.0108773 0.0275345 0.0216096 0.0229996 0.0198845 0.0162168 0.0133793 0.0110292 0.0103373 0.0104258 0.0261838 0.0232851
threshold=0.081970000000000029 -0.085804999999999992 -0.086440000000000003 -0.085374999999999993 -0.099739999999999995 -0.054024999999999997 0.11754000000000002 0.085850000000000024 0.087170000000000011 0.089075000000000029 0.092705000000000023 0.079415000000000027 0.085570000000000021 0.083760000000000015 0.080935000000000021 -0.087444999999999995 0.11738500000000003 0.089625000000000024 -0.083204999999999987 0.088325000000000028
decision_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 -3 5 -5 7 -7 12 -10 11 -11 13 14 -1 -15 17 19 -19 -6
right_child=-2 3 -4 4 16 6 -8 -9 9 10 -12 -13 -14 15 -16 -17 -18 18 -20 -21
leaf_value=-4.9634149824066937e-05 -0.0014269652993769656 -0.0023973205274913636 0.0020073552083990907 0.00084688799831506717 3.7749383377509e-05 -0.00077284291082200726 0 -0.003056688820689807 0.002106081837489119 -0.0021497231731685967 0.0014185308365042048 0.00073037540469900143 -0.0020061050911974001 0.0022881424525720544 -0.0017051805850258448 0.0001126396452924671 -0.0015018136470236678 -0.0023424430058309118 -0.00011916877044147185 0.0013794201370980396
leaf_weight=410 82 51 90 56 1246 103 85 62 81 65 59 47 54 46 55 48 46 56 853 143
leaf_count=410 82 51 90 56 1246 103 85 62 81 65 59 47 54 46 55 48 46 56 853 143
internal_value=0 -5.04785e-05 0.000228858 -0.000149547 -0.000105979 -0.000726822 -0.00108261 -0.00163598 4.2865e-05 0.000594049 -0.000117391 -0.000933801 -0.000182387 -4.74959e-06 -0.000247212 0.00118596 -2.45813e-05 4.63288e-06 -0.000257037 0.000176466
internal_weight=0 3656 955 2701 2650 306 250 165 865 252 171 112 613 559 465 94 2344 2298 909 1389
internal_count=3738 3656 955 2701 2650 306 250 165 865 252 171 112 613 559 465 94 2344 2298 909 1389
is_linear=0
shrinkage=0.0995203


Tree=4110
num_leaves=20
num_cat=0
split_feature=24 2 2 2 2 18 20 20 3 6 6 8 3 1 1 5 18 17 0
split_gain=0.0124284 0.00828692 0.0257221 0.0214844 0.0112469 0.014601 0.018519 0.0221702 0.0101304 0.0247042 0.0178049 0.0193504 0.0157575 0.0100702 0.0349049 0.0192599 0.00840539 0.0205743 0.0124788
threshold=0.081970000000000029 -0.085804999999999992 -0.086440000000000003 -0.085374999999999993 -0.084869999999999987 -0.099739999999999995 -0.08267999999999999 -0.077945 0.088055000000000022 0.089165000000000022 0.085955000000000018 -0.085165000000000005 0.089005000000000015 -0.093734999999999999 -0.083284999999999984 0.13648000000000002 -0.10082999999999999 -0.45380999999999999 0.12433000000000002
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 -3 -5 6 -6 -8 9 10 11 -1 -10 15 -15 -7 17 -14 -18
right_child=-2 3 -4 4 5 13 7 -9 12 -11 -12 -13 16 14 -16 -17 18 -19 -20
leaf_value=-0.0005831394762743458 -0.0012849533981046312 -0.0021587387807937377 0.0018075827364441637 0.0012389555229470656 0.001004188889613468 0.0015369662188896515 -0.0031017878340041756 -0.00067631678788481798 -0.0019999349946483959 0.0020119807777358549 -0.001338853689139249 0.0012139772508168499 0.0019660352925920852 -0.0013846059743576025 2.5644412312682566e-05 -0.00059709751427966008 -0.00066666961112428469 -0.00072618036033839973 0.00086897371622815056
leaf_weight=104 82 51 90 61 48 105 46 207 47 77 73 137 58 191 1923 69 249 54 66
leaf_count=104 82 51 90 61 48 105 46 207 47 77 73 137 58 191 1923 69 249 54 66
internal_value=0 -4.54743e-05 0.000206167 -0.000134751 -9.54897e-05 -0.000127247 -0.000778999 -0.00112055 3.85991e-05 0.000414414 2.0047e-05 0.000435061 -0.000269682 -4.11474e-05 -0.000101385 0.000685995 -7.73149e-05 0.000660694 -0.000342317
internal_weight=0 3656 955 2701 2650 2589 301 253 865 391 314 241 474 2288 2114 174 427 112 315
internal_count=3738 3656 955 2701 2650 2589 301 253 865 391 314 241 474 2288 2114 174 427 112 315
is_linear=0
shrinkage=0.0995203


Tree=4111
num_leaves=30
num_cat=0
split_feature=2 24 5 5 18 2 18 3 0 3 2 0 0 1 0 5 3 1 2 20 20 5 0 20 9 1 9 9 9
split_gain=0.0103342 0.012657 0.0107956 0.0423462 0.0184576 0.0158392 0.0326294 0.0263917 0.015335 0.0144564 0.0242484 0.0292421 0.0213063 0.0186698 0.0159406 0.0141451 0.024218 0.0182981 0.00987907 0.00959658 0.0244603 0.0758637 0.0667278 0.0184725 0.0153712 0.0202026 0.0118448 0.0377865 0.0306629
threshold=-0.080695000000000003 0.081970000000000029 -0.042209999999999991 -0.034484999999999995 -0.0042299999999999994 -0.073884999999999992 -0.077844999999999998 0.11553000000000002 -0.081674999999999984 0.12015500000000003 0.097745000000000012 -0.14574499999999999 -0.12236 -0.0059699999999999996 -0.063914999999999986 0.18340500000000004 0.11926500000000002 -0.064534999999999995 -0.080974999999999991 -0.14946999999999996 -0.083330000000000001 -0.017704999999999995 -0.085684999999999997 -0.08231999999999999 0.089025000000000021 -0.0096349999999999995 0.092855000000000021 0.091750000000000012 0.095055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 4 -4 -2 6 7 -5 -8 10 13 -12 -11 -6 -14 17 -17 -7 19 -1 21 22 -21 -22 25 -23 27 -25 -28
right_child=1 -3 3 5 9 15 8 -9 -10 12 11 -13 14 -15 -16 16 -18 -19 -20 20 23 24 -24 26 -26 -27 28 -29 -30
leaf_value=-0.00098197933008381858 0.0016716078699902577 -0.0015284111397674998 -0.0029801215384453682 0.001237600174558951 0.00051396324292168373 0.0012045734621284653 -0.00084046903587028682 -0.001725587169564126 -0.0032462124464042205 -0.0021118663883106185 0.0027151391862632402 -0.00027581435963635101 0.0013011431093244035 -0.00059431206108624983 -0.00098671743551095046 -0.0012985480857956135 0.0007877769255146814 -0.00022575850532757845 0.0014611244462592705 0.000526090944508583 -0.0019222815908804614 0.00029211188488388585 0.0056118630287284831 1.9569828253075542e-05 0.00097957354776167312 -0.0025381519085581061 -0.0026715506754864974 0.0025500796144923899 1.2425679343023423e-05
leaf_weight=82 65 71 60 81 262 164 48 47 61 77 72 58 53 353 70 155 85 191 52 51 50 49 52 1032 52 50 55 62 178
leaf_count=82 65 71 60 81 262 164 48 47 61 77 72 58 53 353 70 155 85 191 52 51 50 49 52 1032 52 50 55 62 178
internal_value=0 -0.000222297 -0.000173111 -0.000425501 4.89818e-05 -0.00024029 -0.000928427 0.000143159 -0.00219431 -6.17612e-05 0.000138981 0.00137442 -0.000813617 -0.000120838 0 3.2433e-05 -0.00055623 0.000432709 0.00010899 6.74662e-05 0.00012073 0.00101822 0.00310161 -4.42262e-05 -0.000397477 -0.00112905 2.59202e-05 0.000163729 -0.000617618
internal_weight=0 1973 1902 892 1010 832 237 128 109 945 745 130 200 615 123 595 240 355 1765 1713 1631 254 103 1377 151 99 1327 1094 233
internal_count=3738 1973 1902 892 1010 832 237 128 109 945 745 130 200 615 123 595 240 355 1765 1713 1631 254 103 1377 151 99 1327 1094 233
is_linear=0
shrinkage=0.0995203


Tree=4112
num_leaves=15
num_cat=0
split_feature=5 30 0 3 18 17 18 3 1 1 1 1 1 3
split_gain=0.0264648 0.0199608 0.0179481 0.0184591 0.0386142 0.0952131 0.0192933 0.0145794 0.0133718 0.0401703 0.0362405 0.0326865 0.013404 0.011393
threshold=0.6362850000000001 0.11290000000000001 -0.23998999999999998 0.084550000000000028 -0.018864999999999996 -0.083000000000000004 -0.01205 0.083725000000000022 -0.079844999999999985 -0.078729999999999994 -0.084759999999999988 -0.082195000000000004 -0.06551499999999999 0.10892000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 -8 10 -10 13 -12 -11 -5
right_child=-2 -3 3 8 6 -7 7 -9 9 12 11 -13 -14 -15
leaf_value=0.0015512929037385208 0.0023275533710415816 -0.0016451049935365151 0.00024884856830689213 -0.00019751689377093211 0.0017645861291486528 -0.0052241950346240901 8.0406102133837384e-06 -0.0014945746337770654 -0.0028227832330685945 0.00061947185813546744 0.0027896841937018971 0.00042900041643535773 -0.00012207533225477434 0.00087115218773124595
leaf_weight=71 47 76 73 559 48 55 254 85 52 279 100 141 1789 120
leaf_count=71 47 76 73 559 48 55 254 85 52 279 100 141 1789 120
internal_value=0 -4.87987e-05 -1.51147e-05 -4.66291e-05 -0.000597717 -0.00209646 -9.98944e-05 -0.000366307 4.64602e-05 -9.07288e-05 0.000363481 0.00141193 -2.16351e-05 -7.4448e-06
internal_weight=0 3702 3626 3555 515 128 387 339 3040 2120 920 241 2068 679
internal_count=3749 3702 3626 3555 515 128 387 339 3040 2120 920 241 2068 679
is_linear=0
shrinkage=0.0995203


Tree=4113
num_leaves=15
num_cat=0
split_feature=5 30 0 3 5 5 5 3 2 3 5 6 6 17
split_gain=0.0214583 0.0161867 0.0147606 0.0148808 0.0350794 0.117998 0.0276266 0.0164598 0.0147539 0.010467 0.0373428 0.00825078 0.0123023 0.0120955
threshold=0.6362850000000001 0.11290000000000001 -0.25289499999999993 0.084550000000000028 -0.010764999999999999 -0.0080599999999999995 -0.015214999999999999 0.083725000000000022 -0.086934999999999998 0.084955000000000017 -0.014739999999999998 -0.092919999999999989 -0.09007999999999998 0.18936500000000003
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 -4 -7 10 -5 13 -13 -11
right_child=-2 -3 3 9 5 8 -8 -9 -10 11 -12 12 -14 -15
leaf_value=0.0015473925125206679 0.0020959148566537058 -0.0014813838623097945 5.5174213659647392e-05 0.0030834272916070585 -0.0059398045335849877 0.0009915429233176491 0.0018978221747061818 -0.0017675292178795429 -0.0010846656965896725 -0.00046573534143133535 -0.00079604119493941763 0.0012850259225287916 5.0644342444490873e-05 0.001055110791313807
leaf_weight=59 47 76 207 47 47 61 66 64 76 541 51 83 2267 57
leaf_count=59 47 76 207 47 47 61 66 64 76 541 51 83 2267 57
internal_value=0 -4.38762e-05 -1.35206e-05 -3.95685e-05 -0.000531185 -0.00163653 6.98975e-05 -0.000372259 -0.000154247 4.42509e-05 0.00105617 1.03342e-05 9.459e-05 -0.000319403
internal_weight=0 3702 3626 3567 521 184 337 271 137 3046 98 2948 2350 598
internal_count=3749 3702 3626 3567 521 184 337 271 137 3046 98 2948 2350 598
is_linear=0
shrinkage=0.0995203


Tree=4114
num_leaves=15
num_cat=0
split_feature=5 30 0 3 5 5 5 2 6 2 2 6 5 2
split_gain=0.0176412 0.0130727 0.012035 0.0119826 0.0282676 0.0956781 0.022811 0.035591 0.0131395 0.0119657 0.00893003 0.00911242 0.0265061 0.0116784
threshold=0.63455500000000009 0.11290000000000001 -0.23998999999999998 0.084550000000000028 -0.010764999999999999 -0.0080599999999999995 -0.043449999999999996 -0.086254999999999984 0.079640000000000016 -0.086934999999999998 -0.24163499999999999 -0.14765999999999999 -0.47386999999999996 -0.15327499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 8 -8 -4 -7 -5 12 -12 -13
right_child=-2 -3 3 10 5 9 7 -9 -10 -11 11 13 -14 -15
leaf_value=0.0012678274551992117 0.0017220329126528319 -0.0013339562018929274 -4.8197690427821199e-06 -0.0012213434771752984 -0.0053486741910195876 0.00089286411297047731 -0.00028064728250363179 0.0033499954651037959 -0.0016780949416986617 -0.00097671961492965995 -0.0024471235846066511 0.0014087400125706846 3.1176669134967271e-05 7.7370118036303076e-05
leaf_weight=71 57 76 155 55 47 61 63 46 67 76 55 67 189 2664
leaf_count=71 57 76 155 55 47 61 63 46 67 76 55 67 189 2664
internal_value=0 -4.21104e-05 -1.47324e-05 -4.06507e-05 -0.000484566 -0.00147366 6.27909e-05 0.00124404 -0.000513505 -0.000138302 3.45301e-05 5.80231e-05 -0.000524102 0.000110333
internal_weight=0 3692 3616 3545 515 184 331 109 222 137 3030 2975 244 2731
internal_count=3749 3692 3616 3545 515 184 331 109 222 137 3030 2975 244 2731
is_linear=0
shrinkage=0.0995203


Tree=4115
num_leaves=13
num_cat=0
split_feature=5 18 30 1 0 3 18 6 26 3 18 18
split_gain=0.0143808 0.0109117 0.0244025 0.0239618 0.0103083 0.00853299 0.0371946 0.0787962 0.0250977 0.00897312 0.0310724 0.00893635
threshold=0.6362850000000001 0.19545000000000004 0.11901000000000002 -0.038989999999999997 -0.25289499999999993 0.084550000000000028 -0.018864999999999996 0.082060000000000022 0.08709500000000002 0.084955000000000017 -0.0079049999999999988 -0.015979999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 7 -6 -8 10 -7 -11
right_child=-2 3 -4 -5 5 9 8 -9 -10 11 -12 -13
leaf_value=0.0012672213717632712 0.001715951818013684 0.0022354709362934055 -0.0022962185557810822 -0.00058499617017867709 7.6399533443804793e-05 -0.00071154618813731526 -0.0004032026968983046 -0.0048900685610331453 0.0014464955408140679 0.0001697354060943188 0.00283034218596461 -0.00018404567084635728
leaf_weight=59 47 63 48 56 80 52 289 52 97 1277 46 1583
leaf_count=59 47 63 48 56 80 52 289 52 97 1277 46 1583
internal_value=0 -3.5749e-05 -6.70996e-05 0.000901313 -3.65999e-05 -5.89659e-05 -0.0004316 -0.00187389 5.94972e-05 6.01238e-06 0.00094262 -2.57949e-05
internal_weight=0 3702 3583 119 3535 3476 518 132 386 2958 98 2860
internal_count=3749 3702 3583 119 3535 3476 518 132 386 2958 98 2860
is_linear=0
shrinkage=0.0995203


Tree=4116
num_leaves=22
num_cat=0
split_feature=18 18 6 6 3 6 3 18 17 6 18 26 18 21 3 20 20 26 26 17 8
split_gain=0.0126645 0.0125609 0.0115429 0.0320043 0.028383 0.10095 0.0366012 0.0361431 0.0292948 0.0223734 0.0487988 0.0157834 0.0141836 0.0130412 0.0128574 0.0106911 0.0238744 0.0122981 0.0093079 0.0337113 0.0271324
threshold=0.24916000000000005 0.16375000000000003 0.085465000000000027 -0.0048649999999999995 0.084795000000000023 0.049085000000000011 0.10377500000000002 0.084405000000000022 -0.092124999999999999 0.087670000000000012 -0.013734999999999999 0.11699500000000003 -0.0073899999999999999 0.098250000000000018 0.084235000000000018 -0.086134999999999989 -0.09638999999999999 0.094605000000000022 0.11538500000000003 -0.040099999999999997 -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
left_child=1 2 3 11 7 6 -6 8 -5 10 -4 15 -12 -13 -11 16 -1 -17 20 -20 -16
right_child=-2 -3 9 4 5 -7 -8 -9 -10 14 12 13 -14 -15 18 17 -18 -19 19 -21 -22
leaf_value=0.00031071505912499286 -0.0012192273387216027 0.0015266282139131824 0.0031498024171783675 0.0011868027376635039 -0.0019526376522248851 -0.0054449776869445465 0.00019681871939961621 0.0024086920147929954 -0.0020007569043269504 -0.0015055263470867143 -0.0014535514757202902 -0.0018422401486630432 0.00080122461349426202 -5.7209900944624967e-06 0.00027553580769154595 0.00013056279895690273 -0.0016403121970419549 0.0011731750083114911 0.002877173931903905 -0.00020101819910170785 -0.0011058151420362521
leaf_weight=153 90 51 76 47 132 51 192 52 72 52 46 78 69 77 622 1302 104 123 52 108 182
leaf_count=153 90 51 76 47 132 51 192 52 72 52 46 78 69 77 622 1302 104 123 52 108 182
internal_value=0 -2.37651e-05 -4.60182e-05 -0.000173207 -0.000842229 -0.00132707 -0.000676359 0.000216241 -0.000734926 0.000204414 0.0011927 2.51967e-05 -9.35676e-05 -0.000935187 1.78183e-05 0.000114185 -0.000475621 0.000221131 0.00010084 0.000794278 -3.61399e-05
internal_weight=0 3641 3590 2383 546 375 324 171 119 1207 191 1837 115 155 1016 1682 257 1425 964 160 804
internal_count=3731 3641 3590 2383 546 375 324 171 119 1207 191 1837 115 155 1016 1682 257 1425 964 160 804
is_linear=0
shrinkage=0.0995203


Tree=4117
num_leaves=25
num_cat=0
split_feature=8 26 26 26 6 20 8 2 7 8 3 9 27 2 9 6 4 8 20 8 3 3 26 4
split_gain=0.0127389 0.0297205 0.0472086 0.0343654 0.0304629 0.0238074 0.0224266 0.0493903 0.0206747 0.0155732 0.0112672 0.0161024 0.0106592 0.0125515 0.0230506 0.0258035 0.0105244 0.0100254 0.0192019 0.0115781 0.00828769 0.00640611 0.00605451 0.00218086
threshold=-0.089044999999999999 0.086895000000000014 0.089075000000000029 0.085355000000000028 -0.096164999999999987 -0.054979999999999994 -0.409445 -0.081134999999999999 0.085015000000000021 -0.088144999999999987 0.088535000000000016 0.087695000000000009 -0.14624499999999999 -0.096314999999999998 0.098465000000000011 0.041585000000000011 0.083250000000000018 -0.087129999999999999 -0.0093149999999999986 -0.085499999999999993 0.10486500000000003 0.093615000000000018 0.10219500000000002 0.10543500000000001
decision_type=2 2 2 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 20 23 -7 -8 9 -2 11 -4 -11 14 15 -14 -16 18 -15 -19 -1 -12 -23 -6
right_child=8 2 10 -5 5 6 7 -9 -10 12 21 -13 13 17 16 -17 -18 19 -20 -21 -22 22 -24 -25
leaf_value=0.0018441162553807346 0.0015235597166974233 -0.0035104050660422757 -7.6788123280226885e-05 0.0020377823948095337 -0.00010106346076559002 0.00021098375042350801 -0.00070829544952460304 -0.0046733279248562624 -0.0018421827212907755 -0.00143483003674835 0.00088882231759953168 -0.0027289985559083084 -0.0015831677148569322 -0.0021138025677402954 -0.00012719022550072864 0.00059342967316325639 0.0018964944046076775 0.00095115073877934629 0.00045463244267934187 0.00013791899557568182 0.00026906714127131887 -0.0012929860921861735 0.00014479246768431896 0.00079007844102087384
leaf_weight=60 73 66 46 76 51 53 84 50 56 47 51 46 188 54 54 75 47 190 61 2053 77 49 69 55
leaf_count=60 73 66 46 76 51 53 84 50 56 47 51 46 188 54 54 75 47 190 61 2053 77 49 69 55
internal_value=0 -0.000390654 -0.0011303 8.57198e-05 -0.000257392 -0.000831676 -0.00150792 -0.0021939 5.07981e-05 8.83862e-05 -0.000525295 -0.00141179 5.02547e-05 7.6198e-05 -0.00046715 -0.000959352 0.00080642 0.000160421 -0.000744297 0.000207171 0.000964845 -3.78607e-05 -0.000445314 0.000353599
internal_weight=0 833 327 506 430 293 187 134 2898 2842 261 92 2769 2722 364 263 101 2358 115 2243 137 169 118 106
internal_count=3731 833 327 506 430 293 187 134 2898 2842 261 92 2769 2722 364 263 101 2358 115 2243 137 169 118 106
is_linear=0
shrinkage=0.0995203


Tree=4118
num_leaves=30
num_cat=0
split_feature=0 0 21 26 2 17 17 18 0 5 17 4 26 26 20 0 9 0 20 20 20 21 5 6 6 6 9 5 17
split_gain=0.0133306 0.0352921 0.0256948 0.0329379 0.0573991 0.0549848 0.0464249 0.0203094 0.0189986 0.0182017 0.0169377 0.0222961 0.0149183 0.0415087 0.0140109 0.0136993 0.0391828 0.0364937 0.0122101 0.0113611 0.0310795 0.0391737 0.0176776 0.0313649 0.0251665 0.0238353 0.016528 0.00966479 0.00879066
threshold=-0.087394999999999987 -0.086775000000000005 0.085955000000000018 1.0000000180025095e-35 -0.083589999999999984 0.077740000000000017 -0.0090649999999999984 -0.091109999999999983 -0.08892499999999999 -0.53313499999999991 0.016900000000000005 0.09044000000000002 -0.16205499999999998 -0.2382 -0.0093149999999999986 -0.085754999999999984 0.08488500000000003 -0.085349999999999995 0.10634000000000003 -0.079559999999999992 -0.081324999999999995 0.090585000000000013 -0.095169999999999991 -0.101065 -0.14809499999999998 -0.096164999999999987 0.084345000000000017 -0.011964999999999998 -0.56137499999999996
decision_type=2 2 2 2 2 2 2 2 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 14 6 -6 -1 19 -9 11 -11 13 -3 -5 16 -14 -17 28 20 21 -4 23 24 -21 26 -24 -16 -19
right_child=1 12 8 4 5 -7 -8 9 -10 10 -12 -13 15 -15 27 17 -18 18 -20 22 -22 -23 25 -25 -26 -27 -28 -29 -30
leaf_value=-0.001681697604426701 0.0022092542198037077 0.00085418474561529077 -0.002084986669326226 -0.0015003836411641683 -0.0018089193806563855 -0.00034404256418491501 -0.0061074224672678749 -0.0010857582747095976 0.0019077482843348063 -0.00020400525315736421 -0.00059232042479068355 0.002215512175973973 -0.0031791816480919374 -0.0029204515646095693 0.00118394944925878 0.0028028304782463992 0.00056130763349226964 -0.0010429307407414366 0.0014331925773565157 0.00097016481512148065 0.0027250563510664468 0.0012119504617477967 0.0011357437368177874 0.0023711533604987242 -0.0016534906871134986 -0.0023796083293546161 -0.0011565584188772081 -0.00056981845465766518 7.7161867616477078e-05
leaf_weight=62 76 56 60 56 46 59 56 71 56 60 66 99 47 59 69 50 67 72 64 68 51 88 56 55 77 75 70 56 1884
leaf_count=62 76 56 60 56 46 59 56 71 56 60 66 99 47 59 69 50 67 72 64 68 51 88 56 55 77 75 70 56 1884
internal_value=0 9.91167e-05 -0.000291879 -0.000711468 -0.00141 -0.0027774 -0.00417691 -4.18692e-05 0.000154605 0.000298843 0.0007394 0.00129734 2.9004e-05 -0.00107525 -0.000189165 8.7524e-05 -0.000973644 0.000146361 8.02011e-05 -7.65764e-06 0.00060568 -0.000119115 -0.000314074 0.00034533 -0.000417441 -0.000974269 -0.00013126 0.000391713 3.55129e-05
internal_weight=0 2375 1356 700 342 161 102 358 656 296 225 159 2299 115 181 2184 114 2070 2020 600 199 148 401 200 145 201 126 125 1956
internal_count=3731 2375 1356 700 342 161 102 358 656 296 225 159 2299 115 181 2184 114 2070 2020 600 199 148 401 200 145 201 126 125 1956
is_linear=0
shrinkage=0.0995203


Tree=4119
num_leaves=11
num_cat=0
split_feature=18 17 19 9 1 1 26 29 21 21
split_gain=0.00927334 0.0118957 0.00978623 0.00956925 0.0141723 0.0142977 0.0116177 0.00940398 0.0113222 0.0078415
threshold=0.26473000000000008 0.53699500000000022 -0.17233499999999999 0.11201500000000002 0.012830000000000003 0.15045000000000006 0.26711000000000013 -0.08570499999999999 0.090095000000000022 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 9 -6 7 -4 -9 -5
right_child=-2 -3 3 4 5 -7 -8 8 -10 -11
leaf_value=-0.0013999321061601208 -0.0011493445947316791 -0.0011868694512039537 0.0013122257536770051 0.00045053066183659262 0.0026757598823084765 0.00050309414559020877 -0.0013992782644291761 -0.00011691283501295446 0.00032780152554732887 -0.0011606511290677406
leaf_weight=48 73 84 54 85 50 78 59 2413 741 46
leaf_count=48 73 84 54 85 50 78 59 2413 741 46
internal_value=0 -1.61421e-05 1.11446e-05 3.0586e-05 0.000612947 0.00135819 -1.53316e-05 9.86612e-06 -1.21722e-05 -0.000108979
internal_weight=0 3658 3574 3526 259 128 3267 3208 3154 131
internal_count=3731 3658 3574 3526 259 128 3267 3208 3154 131
is_linear=0
shrinkage=0.0995203


Tree=4120
num_leaves=23
num_cat=0
split_feature=3 9 3 18 6 1 0 0 20 17 3 0 21 1 3 10 3 3 3 17 8 3
split_gain=0.0163882 0.0188561 0.0776072 0.0289153 0.025844 0.0648467 0.0258 0.039349 0.024641 0.0320162 0.0292122 0.0226341 0.0325756 0.0244103 0.0177992 0.0146187 0.0132581 0.0126701 0.0171611 0.0151854 0.0317265 0.0152895
threshold=0.091225000000000014 0.083955000000000016 0.087570000000000023 0.086065000000000016 0.091495000000000007 -0.083284999999999984 -0.070134999999999989 -0.078479999999999994 -0.009049999999999999 0.077740000000000017 0.083875000000000019 -0.095649999999999999 0.086285000000000014 -0.0092949999999999994 0.085035000000000013 0.091080000000000022 0.091545000000000029 0.092115000000000016 0.092510000000000023 0.51544000000000012 -0.076394999999999991 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=1 2 3 8 6 -6 7 11 14 10 -10 12 -3 -13 -1 16 -2 -18 -19 21 -21 -20
right_child=15 4 -4 -5 5 -7 -8 -9 9 -11 -12 13 -14 -15 -16 -17 17 18 19 20 -22 -23
leaf_value=0 -0.0016964639601329298 0.0028561905886355732 0.0036813926530431334 0.0023037034044742178 -0.00058421937452168002 0.0034211203751538556 -0.0020133617721779921 0.0028899555026177092 0.00031462393114660517 -0.0016333294894144645 0.0028760589283137001 8.1274289958615774e-05 -0.00047070266662887751 -0.0011323828335096592 -0.0024883148939008459 -0.0017865790721173858 0.0014365456372812412 -0.0018900639258682737 0.0017158800205475556 0.0030789110240292388 -0.00056583575548938751 -0.0001046366805966226
leaf_weight=58 46 60 81 63 84 76 62 47 150 54 63 618 56 223 56 48 60 48 47 47 47 1607
leaf_count=58 46 60 81 63 84 76 62 47 150 54 63 618 56 223 56 48 60 48 47 47 47 1607
internal_value=0 0.000348135 0.000847495 0.000328657 0.00013363 0.0013132 -4.26487e-05 7.82334e-05 0 0.00052504 0.00107608 -5.90001e-05 0.00124305 -0.000239566 -0.00122277 -7.10422e-05 -2.73175e-05 1.36104e-05 -3.34706e-05 1.70431e-05 0.00124783 -5.241e-05
internal_weight=0 1751 525 444 1226 160 1066 1004 381 267 213 957 116 841 114 1950 1902 1856 1796 1748 94 1654
internal_count=3701 1751 525 444 1226 160 1066 1004 381 267 213 957 116 841 114 1950 1902 1856 1796 1748 94 1654
is_linear=0
shrinkage=0.0995203


Tree=4121
num_leaves=25
num_cat=0
split_feature=5 5 5 3 5 8 3 3 3 8 0 4 3 4 3 3 3 17 5 5 0 3 17 1
split_gain=0.019819 0.0101248 0.0480863 0.0349927 0.0153375 0.108445 0.0144593 0.0403913 0.015169 0.0187478 0.0300341 0.0146185 0.0283288 0.026901 0.0143378 0.0612091 0.0354486 0.0233271 0.0131398 0.0275804 0.0111876 0.0110285 0.00743984 0.00468312
threshold=0.62404000000000015 0.065520000000000023 0.13648000000000002 0.089395000000000016 0.054660000000000007 -0.077259999999999995 0.084955000000000017 0.084550000000000028 0.086850000000000024 -0.082094999999999987 -0.084834999999999994 0.095805000000000015 0.10726500000000001 0.088720000000000021 0.11926500000000002 0.10871500000000002 0.09587500000000003 -0.43376500000000001 -0.0086449999999999982 -0.015214999999999999 -0.052884999999999995 0.08844500000000001 -0.55754499999999996 -0.038989999999999997
decision_type=2 2 2 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 6 -6 7 18 9 10 -8 13 -13 -10 15 16 21 -18 19 -1 -16 -4 -2 -22
right_child=22 2 14 -5 5 -7 8 -9 11 -11 -12 12 -14 -15 20 -17 17 -19 -20 -21 23 -23 -24 -25
leaf_value=-9.1667162784221475e-05 -0.00044366317123547617 0.0039468854552218739 0.00049525962068386819 0.0005715687806880556 0.002236709336786386 -0.0045543190970594415 -0.00092378529859684841 0.0025527449899172658 0.0001694188171392144 -0.0018751720226687465 0.0017684583786111555 -0.0022353774982332209 -5.7291300713051212e-05 0.0024747611172917707 0.0020628479266636833 -0.0024736475057882466 0.00068235734580745816 0.0035945310105298398 -0.00095631509443151698 0.0017895696643130011 0.0009332861173805537 -0.00090050844332723815 -0.0021797977780473846 -0.00043195230863494707
leaf_weight=268 54 62 99 61 46 47 140 86 1458 89 58 70 387 52 56 91 69 46 80 108 53 128 47 46
leaf_count=268 54 62 99 61 46 47 140 86 1458 89 58 70 387 52 56 91 69 46 80 108 53 128 47 46
internal_value=0 0.000153165 0.000489785 0.0022796 7.00375e-05 -0.00118651 0.000112125 0.000573651 7.83099e-07 -0.000674738 -0.000131014 9.97628e-05 -0.000392707 0.00024935 0.000113992 -0.000178448 0.00042987 0.00185435 0.000198606 0.000446511 0.000936219 -0.000288175 -0.00125967 0.000290664
internal_weight=0 3600 711 123 2889 93 2796 542 2254 287 198 1967 457 1510 588 433 342 115 456 376 155 227 101 99
internal_count=3701 3600 711 123 2889 93 2796 542 2254 287 198 1967 457 1510 588 433 342 115 456 376 155 227 101 99
is_linear=0
shrinkage=0.0995203


Tree=4122
num_leaves=28
num_cat=0
split_feature=5 2 2 26 5 26 5 2 5 2 18 17 26 5 1 1 1 2 4 4 17 4 1 0 4 0 17
split_gain=0.0160937 0.0152299 0.0405818 0.10541 0.029235 0.0291508 0.0287529 0.0404769 0.0290685 0.0247638 0.0205984 0.0191943 0.0221054 0.0146435 0.00871224 0.0184276 0.0171347 0.0164221 0.0149182 0.0637091 0.0433951 0.0422097 0.024507 0.0153227 0.00959137 0.0134185 0.00601403
threshold=0.62404000000000015 -0.081055000000000002 -0.082594999999999988 0.084845000000000018 0.0053250000000000016 0.091025000000000023 0.065520000000000023 -0.085944999999999994 0.034205000000000006 -0.081915000000000002 -0.020389999999999998 -0.14813999999999997 0.091195000000000012 0.26411500000000004 0.42491000000000007 0.26753500000000008 0.27998000000000006 0.11995000000000003 0.094025000000000011 0.08544000000000003 -0.076939999999999995 0.079660000000000022 0.00095500000000000023 -0.0033699999999999997 0.12719000000000005 -0.066264999999999991 -0.55754499999999996
decision_type=2 2 2 2 2 2 2 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 9 8 10 11 -5 13 -1 -13 -8 15 18 -17 -18 19 21 -21 -3 23 -20 -16 -26 -2
right_child=26 14 3 4 -6 -7 7 -9 -10 -11 -12 12 -14 -15 24 16 17 -19 22 20 -22 -23 -24 -25 25 -27 -28
leaf_value=0.001735371609641504 -0.00039950991818746371 6.7009722325298351e-05 0.0052316724532671605 0.00061161668942314807 0.0026257223237900235 0.0016650906644618141 0.0019357316235268942 0.0037031948957762214 -0.0025229042484222492 -0.0022886501153586872 -0.0011052321430577727 -0.00030037013583070102 0.0010758578528161124 5.1796626344319085e-05 0.001581746642978172 -0.0027885160051082133 0.00087299768156807566 -0.0017520607312174104 0.00036209703045346351 0.00061372971450900842 0.0047934531670374737 -0.0025981163547993272 -0.0021210623620956824 -0.0013038602724349685 -0.00075606248189699621 0.0012130777171646949 -0.0019628639088264512
leaf_weight=60 54 1155 58 51 49 60 88 47 47 67 59 800 135 78 64 46 47 47 182 54 46 62 81 78 78 61 47
leaf_count=60 54 1155 58 51 49 60 88 47 47 67 59 800 135 78 64 46 47 47 182 54 46 62 81 78 78 61 47
internal_value=0 0.000137967 0.000367009 0.00144384 0.000472412 -0.000115755 0.000132827 0.00104428 -0.00010431 -0.00102821 0.000485226 9.11268e-06 -0.000100788 0.00105544 -4.46507e-05 -0.000114806 -0.00121134 -0.000430823 -2.17219e-05 0.000129667 0.00254459 -6.80924e-05 -0.000608814 -0.000134542 0.000572693 0.000102203 -0.00113512
internal_weight=0 3600 1599 285 227 178 1314 272 1042 118 225 995 935 166 2001 1798 140 94 1658 1317 100 1217 341 260 203 139 101
internal_count=3701 3600 1599 285 227 178 1314 272 1042 118 225 995 935 166 2001 1798 140 94 1658 1317 100 1217 341 260 203 139 101
is_linear=0
shrinkage=0.0995203


Tree=4123
num_leaves=22
num_cat=0
split_feature=5 2 2 26 20 6 5 17 5 21 8 17 26 36 0 27 26 26 26 26 17
split_gain=0.0130723 0.0123596 0.0329293 0.0854378 0.0359555 0.0505543 0.0233267 0.0391779 0.0235721 0.0157544 0.0287437 0.01571 0.0189054 0.00928597 0.00932275 0.00882281 0.0109772 0.0372587 0.021142 0.00548585 0.00485974
threshold=0.62404000000000015 -0.081055000000000002 -0.082594999999999988 0.084845000000000018 -0.077579999999999996 0.086655000000000024 0.065520000000000023 -0.14488499999999999 0.034205000000000006 0.089665000000000022 -0.078704999999999997 -0.14763999999999997 0.091195000000000012 0.088355000000000031 0.11291000000000002 -0.032854999999999995 0.11215000000000001 0.11746500000000003 0.10304500000000003 0.091400000000000023 -0.55754499999999996
decision_type=2 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 -6 8 9 11 10 -8 -1 -13 14 15 -3 18 -18 -17 -7 -2
right_child=20 13 3 4 5 19 7 -9 -10 -11 -12 12 -14 -15 -16 16 17 -19 -20 -21 -22
leaf_value=0.001457631502863701 -0.00035975043647595514 0.0010602272080616774 0.0047110154840579455 -0.0014065573110656018 0.003513890025798154 -0.00090851318055641043 -0.00019590105630565291 0.0034288954941868155 -0.0022718243178837002 -0.00093279560755335164 0.0025500531320637406 -0.00028387368481557683 0.00099774386576136531 0.00095868666955205761 -0.0014867912430279089 -6.1797379739382088e-05 -0.0029066261786413008 -0.00011020362989186432 0.0017602498870276189 0.00060866663338113444 -0.0017675193215420885
leaf_weight=69 54 68 58 72 61 48 93 51 47 65 63 793 133 88 46 1418 58 257 66 46 47
leaf_count=69 54 68 58 72 61 48 93 51 47 65 63 793 133 88 46 1418 58 257 66 46 47
internal_value=0 0.00012435 0.000330688 0.00130072 0.000425756 0.00128218 0.00011967 0.000940655 -9.38507e-05 0.00036274 0.000907795 8.20581e-06 -9.89128e-05 -4.01256e-05 -8.65e-05 -5.15605e-05 -9.40398e-05 -0.0006277 1.86855e-05 -0.000157355 -0.00102296
internal_weight=0 3600 1599 285 227 155 1314 272 1042 221 156 995 926 2001 1913 1867 1799 315 1484 94 101
internal_count=3701 3600 1599 285 227 155 1314 272 1042 221 156 995 926 2001 1913 1867 1799 315 1484 94 101
is_linear=0
shrinkage=0.0995203


Tree=4124
num_leaves=20
num_cat=0
split_feature=20 2 2 17 6 2 17 5 18 7 17 1 18 2 9 18 5 18 5
split_gain=0.023091 0.00909146 0.015983 0.0742283 0.0679554 0.0150906 0.0133031 0.0179316 0.0296858 0.0119216 0.0155794 0.0532084 0.0570828 0.0185815 0.0141989 0.0165391 0.0109297 0.00705609 0.00716187
threshold=-0.41270499999999993 -0.087075 -0.085599999999999996 -0.011809999999999999 0.087515000000000023 -0.084869999999999987 -0.54192999999999991 0.26245000000000007 -0.025079999999999998 0.082845000000000016 -0.14169499999999999 -0.082635 -0.0039399999999999991 -0.095204999999999998 0.083955000000000016 -0.088385000000000005 0.18340500000000004 -0.1394 0.22078000000000006
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 -4 -7 16 -9 10 13 12 -12 17 -13 -16 -8 -2 -19
right_child=1 2 5 -5 -6 6 7 8 -10 -11 11 14 -14 -15 15 -17 -18 18 -20
leaf_value=0.0022145854351966233 0.0014215488838971641 -0.0012481754634718122 0.0013497290041814406 -0.0036139736093503535 0.0035179255735986988 -0.0013274162185927577 -6.8876605822241327e-05 0.00024185339353650508 0.0030414656884619755 -0.0010601961400991369 0.0038840733121010941 -0.0012856844596127054 -0.00021875435093310849 -0.0014560425884332085 0.002067329580375434 -4.7932957783790017e-05 -0.0013072568048873986 0.00098462848009300895 -0.00041514864007114464
leaf_weight=47 46 83 77 68 46 80 2246 190 47 59 90 65 53 79 46 176 73 53 114
leaf_count=47 46 83 77 68 46 80 2246 190 47 59 90 65 53 79 46 176 73 53 114
internal_value=0 -5.12495e-06 -8.62591e-05 -0.0009519 0.000445019 -2.31003e-05 -6.35125e-05 -2.36334e-05 0.000800505 0.000296132 0.000408102 0.000789365 0.00235772 -0.000150545 5.06708e-06 0.000386678 -0.000108213 0.000329811 2.41902e-05
internal_weight=0 3691 2910 197 129 2713 2636 2556 237 781 722 430 143 292 287 222 2319 213 167
internal_count=3738 3691 2910 197 129 2713 2636 2556 237 781 722 430 143 292 287 222 2319 213 167
is_linear=0
shrinkage=0.0995203


Tree=4125
num_leaves=22
num_cat=0
split_feature=20 3 18 17 0 3 5 0 18 0 26 2 2 26 3 17 17 17 2 17 0
split_gain=0.0187248 0.00739934 0.0246258 0.0361383 0.0388946 0.0157944 0.0129186 0.0184612 0.0123853 0.0179834 0.0176422 0.0291769 0.0609801 0.0408484 0.0109404 0.0164319 0.0399933 0.0351444 0.0105732 0.0202725 0.0149822
threshold=-0.41270499999999993 0.086015000000000022 -0.023444999999999997 -0.015464999999999998 -0.080884999999999999 0.084895000000000012 -0.54623499999999992 -0.23177499999999998 0.088250000000000009 -0.087184999999999999 0.08919500000000001 -0.087359999999999993 -0.085599999999999996 0.082850000000000021 0.11926500000000002 -0.015464999999999998 -0.010239999999999999 -0.036600000000000001 -0.049174999999999996 0.12439000000000001 -0.052884999999999995
decision_type=2 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 -2 -3 -8 10 -10 11 13 -13 -4 15 17 -17 -9 20 -20 -16
right_child=1 6 8 -5 -6 -7 7 14 9 -11 -12 12 -14 -15 18 16 -18 -19 19 -21 -22
leaf_value=0.0019941896071628052 0.00028139699195196496 0.0015736993826705467 -0.00094058557596357064 0.0029913786320670496 0.0023270434294322614 -0.0021125199869708559 -0.0018645289097175331 -7.091200503589614e-05 0.0020971929425289185 -0.00054746765380118978 0.0013069518865478351 -0.0039403809282942872 -0.00035088468829398543 0.0030251165579735523 0.00182959827733063 -0.0031251797745256117 -0.0002983057857385188 0.0018325568318713825 -0.00038427251095630739 0.0017238063312040449 5.2944172609852328e-05
leaf_weight=47 59 46 55 71 61 50 58 1020 56 46 58 58 248 48 94 52 1101 106 253 55 96
leaf_count=47 59 46 55 71 61 50 58 1020 56 46 58 58 248 48 94 52 1101 106 253 55 96
internal_value=0 -4.65906e-06 0.00026085 0.00110429 0.00031133 -0.00080922 -7.95917e-05 -0.000106706 -9.49483e-05 0.000896477 -0.000313244 -0.000545004 -0.00103392 0.000899561 -6.9698e-05 -0.000162283 -0.000426507 0.000107551 0.000352354 -5.17178e-06 0.000936229
internal_weight=0 3691 810 241 170 109 2881 2835 569 102 467 409 306 103 2777 2279 1153 1126 498 308 190
internal_count=3738 3691 810 241 170 109 2881 2835 569 102 467 409 306 103 2777 2279 1153 1126 498 308 190
is_linear=0
shrinkage=0.0995203


Tree=4126
num_leaves=11
num_cat=0
split_feature=21 26 0 21 18 5 0 30 30 5
split_gain=0.0134029 0.00785938 0.0421587 0.020117 0.0144601 0.00810892 0.0114841 0.0109066 0.00806667 0.00844027
threshold=-0.10223999999999998 -0.126245 -0.060094999999999996 0.10068500000000002 -0.008179999999999998 -0.54382499999999989 -0.23177499999999998 0.10801000000000002 0.094680000000000028 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -3 -7 8 9 -8
right_child=1 5 -4 -5 -6 6 7 -9 -10 -11
leaf_value=0.0012845640263077025 0.00020614795566132528 0.00098869926734339005 0.0027046953100618655 0.0011073501698671165 -0.0021158566368499562 -0.0013515688627631444 0.00051483227097641557 0.0012313739269082665 -0.001277006380890058 -9.6492757751892466e-05
leaf_weight=81 46 73 65 65 61 68 242 65 54 2918
leaf_count=81 46 73 65 65 61 68 242 65 54 2918
internal_value=0 -9.56321e-06 0.000544376 -0.000267264 -0.00110996 -4.81896e-05 -7.10494e-05 -4.42442e-05 -7.02971e-05 -4.9417e-05
internal_weight=0 3657 237 172 107 3420 3347 3279 3214 3160
internal_count=3738 3657 237 172 107 3420 3347 3279 3214 3160
is_linear=0
shrinkage=0.0995203


Tree=4127
num_leaves=18
num_cat=0
split_feature=20 26 26 26 3 3 26 2 6 2 4 4 4 17 17 1 18
split_gain=0.0142351 0.00677823 0.0192793 0.0186007 0.0174552 0.015893 0.0387299 0.0190178 0.0441165 0.0242752 0.00934198 0.043906 0.0166425 0.0130016 0.0229932 0.0111715 0.0177021
threshold=-0.41270499999999993 0.088775000000000021 0.088435000000000027 0.089150000000000021 0.084955000000000017 0.087975000000000012 0.093535000000000021 -0.082704999999999987 0.089985000000000023 -0.080914999999999987 0.082335000000000019 0.078385000000000024 0.085720000000000018 -0.53447999999999996 -0.46515999999999996 -0.50388999999999995 -0.089929999999999996
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 -5 6 -6 8 -7 -9 11 13 -12 -2 -15 -14 -17
right_child=1 3 -4 4 5 7 -8 9 -10 -11 12 -13 15 14 -16 16 -18
leaf_value=0.0017375985785716161 -0.0014160169652125926 -0.0018668323040489543 0.0020116510579591728 0.0014148456315414837 -0.002789595129820307 -0.00042463908068320392 0.00070144349918860489 -0.0016745832339860641 0.0026193295190051766 -7.0330659375906576e-05 -0.0017387050162336482 0.0031152391114998151 0.0010685784098168169 0.0023587680814129387 9.0510364076177246e-05 -0.0013635280770766234 2.8162289864823545e-06
leaf_weight=47 53 62 51 71 71 114 56 106 80 799 64 50 77 46 1212 109 670
leaf_count=47 53 62 51 71 71 114 56 106 80 799 64 50 77 46 1212 109 670
internal_value=0 -5.20733e-06 9.75182e-05 -0.000182083 -0.000100917 -0.000189365 -0.00124379 -6.67708e-05 0.000826386 -0.000259137 5.43619e-05 0.000220231 -0.000190126 0.000109194 0.000174102 -7.33877e-05 -0.000187316
internal_weight=0 3691 2332 1359 1297 1226 127 1099 194 905 2281 1361 920 1311 1258 856 779
internal_count=3738 3691 2332 1359 1297 1226 127 1099 194 905 2281 1361 920 1311 1258 856 779
is_linear=0
shrinkage=0.0995203


Tree=4128
num_leaves=10
num_cat=0
split_feature=28 29 36 36 9 4 5 1 4
split_gain=0.0201137 0.0141569 0.010408 0.0169444 0.00918717 0.0138531 0.00843192 0.026491 0.0119255
threshold=0.082705000000000015 -0.11156000000000001 0.081840000000000024 0.088605000000000017 -0.26414499999999996 0.14221500000000004 -0.094469999999999985 0.0022300000000000006 0.10724500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 -6 -8
right_child=-2 2 3 -5 5 -7 8 -9 -10
leaf_value=0.0015790447805146899 0.0016740043363635282 -0.0012627665907003309 -0.0024409623379200991 -3.8404944435430898e-06 -0.0013463856931987389 0.001634315327952349 3.0081448574028995e-05 4.0645576735054179e-05 0.0009806580157633491
leaf_weight=55 72 56 46 75 181 52 2529 549 138
leaf_count=55 72 56 46 75 181 52 2529 549 138
internal_value=0 -5.37701e-06 -2.96357e-05 -0.000937116 1.45892e-06 2.2223e-05 -2.21335e-06 -0.000302141 7.95746e-05
internal_weight=0 3681 3626 121 3505 3449 3397 730 2667
internal_count=3753 3681 3626 121 3505 3449 3397 730 2667
is_linear=0
shrinkage=0.0995203


Tree=4129
num_leaves=9
num_cat=0
split_feature=28 29 12 0 27 20 6 5
split_gain=0.0163089 0.0114791 0.00987169 0.0145559 0.00785097 0.00800169 0.0179391 0.007668
threshold=0.082705000000000015 -0.11156000000000001 -0.0063699999999999998 0.0047200000000000011 -0.090764999999999998 -0.40431 0.15358000000000002 -0.094469999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 7 -7
right_child=-2 2 4 -5 5 6 -8 -9
leaf_value=0.0014218978763807658 0.001507407014319015 0 0.001193481073891363 -0.0023054409459408883 -0.0013196391850257099 -0.00030435734285247856 0.0018542536359216278 5.4701172708785069e-05
leaf_weight=55 72 67 54 46 46 761 51 2601
leaf_count=55 72 67 54 46 46 761 51 2601
internal_value=0 -4.79763e-06 -2.66639e-05 -0.000942258 2.55434e-06 -1.58011e-05 1.53203e-06 -2.63294e-05
internal_weight=0 3681 3626 113 3513 3459 3413 3362
internal_count=3753 3681 3626 113 3513 3459 3413 3362
is_linear=0
shrinkage=0.0995203


Tree=4130
num_leaves=22
num_cat=0
split_feature=0 0 18 2 29 5 18 8 6 6 8 17 17 21 17 2 2 6 5 26 4
split_gain=0.00992197 0.0298957 0.0245905 0.0182081 0.0131989 0.00815787 0.0315752 0.0184857 0.0130367 0.0464781 0.0233151 0.0111255 0.0386051 0.0367114 0.0188044 0.00882097 0.030409 0.012341 0.0079533 0.00778502 0.00773626
threshold=-0.0033699999999999997 0.048265000000000009 -0.12363 -0.016354999999999998 -0.11156000000000001 -0.040404999999999996 -0.050324999999999995 -0.1205 0.10737000000000003 0.11690000000000002 -0.07594999999999999 -0.065004999999999993 -0.042709999999999991 0.087625000000000022 -0.033249999999999995 -0.088385000000000005 -0.095204999999999998 0.088915000000000022 0.62404000000000015 1.0000000180025095e-35 0.10495500000000003
decision_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 20 -3 18 -1 6 -6 -7 15 -10 -11 13 -13 -8 -14 16 -9 -17 19 -4 -2
right_child=1 2 3 -5 5 7 11 8 9 10 -12 12 14 -15 -16 17 -18 -19 -20 -21 -22
leaf_value=0.0016819612747040757 -0.00085113259589572208 0.0020938053814716865 0.0016837288358935957 -0.0016520210809213664 -0.0025762614248407041 0.0018320460398617094 0.00059190659841639999 0.00025297260095857865 0.0029517263323233767 -0.0018615741155447454 0.00091784228591279093 0.002592897427258288 -0.0020297691933942553 -0.0025139442679773106 1.9330724454780802e-05 0.00029874116274248398 -0.0020632973485710231 -0.00047335987055265705 -0.00080505649218677144 -1.5979833236387996e-05 -0.002571131809172485
leaf_weight=50 47 50 48 72 50 66 81 172 70 52 70 57 46 70 1225 1020 83 256 47 58 63
leaf_count=50 47 50 48 72 50 66 81 172 70 52 70 57 46 70 1225 1020 83 256 47 58 63
internal_value=0 -0.000456682 9.51347e-05 -0.000345376 7.65359e-05 5.20965e-05 -0.000116364 0.000196532 0.000133408 0.000906604 -0.000260117 -3.26495e-05 5.88147e-05 -0.000842471 -5.41862e-05 3.59077e-05 -0.000497741 0.000143195 0.000264165 0.000745977 -0.00184367
internal_weight=0 385 275 225 3368 3318 1529 1789 1723 192 122 1479 1328 151 1271 1531 255 1276 153 106 110
internal_count=3753 385 275 225 3368 3318 1529 1789 1723 192 122 1479 1328 151 1271 1531 255 1276 153 106 110
is_linear=0
shrinkage=0.0995203


Tree=4131
num_leaves=18
num_cat=0
split_feature=28 0 0 18 21 0 17 1 38 0 0 26 1 21 21 20 0
split_gain=0.0128611 0.00770272 0.0275432 0.0205022 0.0135874 0.0121433 0.0173208 0.00996257 0.00617113 0.00810863 0.015991 0.081462 0.0148806 0.013497 0.0279103 0.0156475 0.00408179
threshold=0.082705000000000015 -0.0033699999999999997 0.048265000000000009 -0.12363 0.15544000000000005 0.12433000000000002 -0.14763999999999997 -0.49056499999999997 -0.072014999999999996 -0.087394999999999987 -0.085794999999999996 0.086095000000000019 0.15756500000000004 0.096230000000000024 0.10683000000000002 -0.097019999999999995 0.024745000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 16 -4 8 6 -5 -7 -1 13 11 -11 -12 15 -15 -10 -3
right_child=-2 2 3 5 -6 7 -8 -9 9 10 12 -13 -14 14 -16 -17 -18
leaf_value=0.0010211670053097575 0.0013367741461422756 -0.0011453991857153522 0.0019464033956746562 -0.0024480196758021374 0.0014447318601571544 0.0012766615994280099 0.0001458435355132584 -0.00058965392934606504 0.00082702864378755294 0.004134503439935518 -4.3605556895513299e-05 -0.00037325128982176696 0.0012065235966507244 0.0013585927890595907 -0.00055341129569502355 -0.00052294626024995509 -0.0024183376022205785
leaf_weight=59 72 54 49 49 67 60 52 53 94 57 1647 130 100 147 155 855 53
leaf_count=59 72 54 49 49 67 60 52 53 94 57 1647 130 100 147 155 855 53
internal_value=0 -6.09978e-06 -0.000436948 0.000107805 4.17998e-05 -0.000309357 -0.00110446 0.000394066 1.25719e-05 -5.85464e-06 0.000121592 0.000996393 2.74845e-05 -0.000203537 0.000374556 -0.000388366 -0.00178357
internal_weight=0 3681 370 263 3311 214 101 113 3244 3185 1934 187 1747 1251 302 949 107
internal_count=3753 3681 370 263 3311 214 101 113 3244 3185 1934 187 1747 1251 302 949 107
is_linear=0
shrinkage=0.0995203


Tree=4132
num_leaves=18
num_cat=0
split_feature=18 18 6 18 26 5 5 5 5 20 3 6 3 20 20 20 5
split_gain=0.0131247 0.0373478 0.0871246 0.0298749 0.0278919 0.0110428 0.0241882 0.0273562 0.0157758 0.0135835 0.00908318 0.0115739 0.0109151 0.00874092 0.0101393 0.0122608 0.0110916
threshold=-0.013125 -0.026374999999999999 0.087075000000000027 -0.011569999999999999 0.086255000000000012 -0.072874999999999981 -0.039649999999999998 -0.02504 -0.018754999999999997 0.0057800000000000013 0.14940500000000004 -0.09007999999999998 0.14314000000000004 -0.23598 -0.097019999999999995 -0.086134999999999989 -0.13955999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -2 -3 -1 -7 -8 -9 -10 12 -12 13 -5 16 -16 -15
right_child=3 2 -4 10 -6 6 7 8 9 -11 11 -13 -14 14 15 -17 -18
leaf_value=0.0013313013384167996 0.0024260184236241417 -0.0014844653553670363 -0.0046518103797426966 -0.001302332853291936 0.0016687352428333044 -0.002093289652189567 0.0021189257696620756 -0.001807475877616831 -0.00024439960475588357 0.001090598378190162 0.0016983150395808507 -7.2815293750372605e-05 -0.0015739123566073092 -6.3772155045237918e-05 -0.001446347743230172 -2.130251305519818e-05 0.0020711323009523839
leaf_weight=46 50 61 64 54 51 66 51 60 1080 81 66 80 48 48 62 1730 47
leaf_count=46 50 61 64 54 51 66 51 60 1080 81 66 80 48 48 62 1730 47
internal_value=0 -0.000356459 -0.00172252 2.11311e-05 -4.13237e-05 -0.00018215 -0.000234793 -0.000137718 -0.000232647 -0.000150555 -3.4806e-05 0.000722226 -9.07866e-05 -5.36878e-05 -1.75216e-05 -7.10634e-05 0.000983827
internal_weight=0 1560 176 2185 112 1384 1338 1272 1221 1161 2135 146 1989 1941 1887 1792 95
internal_count=3745 1560 176 2185 112 1384 1338 1272 1221 1161 2135 146 1989 1941 1887 1792 95
is_linear=0
shrinkage=0.0995203


Tree=4133
num_leaves=32
num_cat=0
split_feature=17 9 3 9 8 8 17 5 9 9 17 3 8 9 3 17 9 8 0 8 8 8 9 0 0 17 3 5 5 9 5
split_gain=0.0126758 0.0211337 0.0337565 0.0190419 0.0131121 0.025879 0.0772205 0.11566 0.08832 0.0496064 0.0427212 0.0352549 0.0240119 0.0201828 0.0521135 0.0285428 0.0197932 0.0169742 0.0151162 0.0146576 0.021672 0.0213154 0.0224247 0.0130267 0.0272309 0.0117127 0.0104136 0.0148776 0.0433068 0.019673 0.00773366
threshold=0.033280000000000011 0.097365000000000021 0.10057000000000002 0.11479000000000002 -0.088734999999999994 -0.082244999999999999 -0.015464999999999998 -0.011964999999999998 0.084985000000000019 0.087980000000000017 -0.068169999999999994 0.087235000000000021 -0.081324999999999995 0.11351500000000002 0.14940500000000004 -1.0000000180025095e-35 0.10591500000000002 -0.083574999999999997 -0.14795 -0.090440000000000006 -0.092299999999999993 -0.094375000000000001 -0.096659999999999982 -0.032274999999999991 -0.073664999999999994 -0.087329999999999991 0.083725000000000022 -0.042209999999999991 -0.019465 0.09310000000000003 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 23 -3 -4 18 6 10 8 -8 -10 17 -12 -7 14 16 30 -14 25 -1 20 21 22 -20 24 26 -6 -2 29 -29 -28 -15
right_child=1 2 3 -5 5 12 7 -9 9 -11 11 -13 13 15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 -32
leaf_value=-0.0011932318392294777 0.0012862632514252298 0.0032892844652724364 -0.0010681053884715457 0.0016273408222354663 0.00026584522374846649 0.0014682476179793816 0.0023984352905299191 -0.005865323361525579 -0.0042806971163001301 -0.00023731987555588747 -0.00015945622488071966 0.0036238914573415155 -0.00013208798753980026 0.00047704412327971975 0.0031868085302152243 -0.0030275452869282936 -0.0019285406433133801 -0.0023531694584212038 0.0017168713841492352 0.0016415942860461988 -0.0013858446557186768 0.0023701375827271118 -0.00026744725897003029 0.0016089474033949868 -0.0021886128528083118 -0.0014451334383771667 -1.9913703973591735e-05 -0.0023364402371235131 0.00042494450199140658 0.0017882630787063531 -0.001245694445689611
leaf_weight=70 62 53 55 49 134 87 54 65 66 56 46 51 1239 58 46 59 64 47 72 76 76 50 259 46 58 56 341 95 137 72 46
leaf_count=70 62 53 55 49 134 87 54 65 66 56 46 51 1239 58 46 59 64 47 72 76 76 50 259 46 58 56 341 95 137 72 46
internal_value=0 0.000187175 0.00124412 0.000193993 -0.000230706 -0.000344726 -0.000917572 -0.00227537 -0.000944889 -0.00243143 5.97097e-05 0.00182129 -0.000138219 -0.000231196 -0.000104144 -0.00127766 -0.000220953 -0.00065782 0.000179013 0.000360769 0.000145974 0.000453682 0.000161714 -1.64272e-05 -0.000115232 -0.000234135 5.37034e-05 -6.35061e-05 -0.000702267 0.000293331 -0.000277065
internal_weight=0 968 157 104 2777 2174 575 241 176 122 334 97 1599 1512 1349 163 1303 237 603 533 457 381 331 811 765 190 707 645 232 413 104
internal_count=3745 968 157 104 2777 2174 575 241 176 122 334 97 1599 1512 1349 163 1303 237 603 533 457 381 331 811 765 190 707 645 232 413 104
is_linear=0
shrinkage=0.0995203


Tree=4134
num_leaves=22
num_cat=0
split_feature=17 9 3 6 5 6 1 2 18 1 5 9 9 4 26 26 26 17 18 3 0
split_gain=0.0102896 0.0171333 0.0273691 0.0181645 0.0253532 0.0640642 0.048486 0.0195448 0.019048 0.0235983 0.0339057 0.0154433 0.010611 0.0623066 0.0267648 0.0189918 0.0165353 0.0143988 0.0573421 0.0114432 0.0105915
threshold=0.033280000000000011 0.097365000000000021 0.10057000000000002 0.095355000000000023 -0.039649999999999998 0.11690000000000002 -0.050379999999999994 -0.087444999999999995 -0.077844999999999998 -0.08616 -0.075744999999999993 0.11479000000000002 0.11351500000000002 0.14699000000000004 0.11790500000000002 0.26711000000000013 0.12043500000000003 -0.015100000000000001 -0.016464999999999997 0.11868500000000003 -0.064494999999999983
decision_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 -3 7 6 -6 -5 -2 -9 -10 -11 -4 13 15 20 16 17 19 -19 -1 -14
right_child=1 2 11 4 5 -7 -8 8 9 10 -12 -13 14 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=4.0659023856528554e-05 0.001675830131099927 0.0029619341750392039 -0.00096180744646256111 -0.0041967224072418331 0.0025840475219370781 -0.0023897574671409797 0.00017222968628857256 -0.0018793001189374148 0.0022004056040614106 0.00049516545260851598 -0.0015402740202738699 0.0014653875640906716 -0.00089573402986088159 0.003158509250909154 -0.0024231237719340507 -0.0020744903437171108 0.001585428673307239 -0.0021897814756126383 -0.00014001091895741484 -0.0008540384739916813 0.00097651037657561942
leaf_weight=1432 83 53 55 49 55 48 51 47 53 316 109 49 63 55 73 54 51 170 665 157 57
leaf_count=1432 83 53 55 49 55 48 51 47 53 316 109 49 63 55 73 54 51 170 665 157 57
internal_value=0 0.000168631 0.0011203 -1.45914e-05 -0.000830655 0.00025821 -0.00196037 0.000256531 3.05869e-05 0.000220092 -2.49388e-05 0.000173904 -0.000207834 -0.000154287 -0.000920509 -0.000226657 -0.00018601 -0.000223618 -0.00055831 -4.72258e-05 0
internal_weight=0 968 157 811 203 103 100 608 525 478 425 104 2777 2584 193 2529 2475 2424 835 1589 120
internal_count=3745 968 157 811 203 103 100 608 525 478 425 104 2777 2584 193 2529 2475 2424 835 1589 120
is_linear=0
shrinkage=0.0995203


Tree=4135
num_leaves=9
num_cat=0
split_feature=7 13 6 3 8 8 2 6
split_gain=0.0100277 0.00693372 0.008435 0.019657 0.0101035 0.015508 0.0121425 0.00881482
threshold=-0.074779999999999999 0.089365000000000014 0.14653500000000005 0.10850000000000003 -0.49499500000000002 -0.42187000000000002 0.15165000000000003 0.11989000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 -6 7 -7
right_child=1 -3 3 -5 5 6 -8 -9
leaf_value=0.0010018177060988462 -0.0012599099114853067 0.0010885700232060053 0.00052277376371889957 -0.0018868448557348243 0.0017304421734427515 -0.0001065880636666785 -0.001524426083480896 0.0010457862131502869
leaf_weight=80 74 46 56 82 46 3235 59 67
leaf_count=80 74 46 56 82 46 3235 59 67
internal_value=0 -0.000123567 -0.0001392 -0.000903097 -0.000108681 -8.34361e-05 -0.000108505 -8.29576e-05
internal_weight=0 3665 3619 138 3481 3407 3361 3302
internal_count=3745 3665 3619 138 3481 3407 3361 3302
is_linear=0
shrinkage=0.0995203


Tree=4136
num_leaves=16
num_cat=0
split_feature=26 26 26 0 0 0 17 8 26 17 17 0 17 3 26
split_gain=0.0113616 0.0133063 0.0166898 0.0137623 0.033558 0.028583 0.0457768 0.0388756 0.0181143 0.0111439 0.0146803 0.0138641 0.00967517 0.0442615 0.0116735
threshold=0.50635500000000022 0.10439000000000002 0.10144500000000002 -0.082284999999999983 -0.076439999999999994 -0.071799999999999989 -0.0064000000000000003 -0.049499999999999995 0.12236500000000003 -0.56655999999999984 -0.53896499999999992 -0.042499999999999996 0.51362000000000008 0.098225000000000021 0.097125000000000031
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 -7 -3 -1 11 -11 14 -14 -12
right_child=-2 3 -4 4 5 6 -8 -9 -10 10 12 -13 13 -15 -16
leaf_value=-0.0012400631414532083 0.0013875260275300284 -0.0024502965524730667 0.0018525280429173372 0.002037925005350362 -0.0025731533676781686 0.002910279302073293 -0.0019805835726659127 -0.00058184969918340101 -5.5625810839910999e-05 0.0020022712176735215 -1.8531175664488424e-05 -3.9541640875773619e-05 -0.00059424654530860317 0.0032224392950753818 -0.0012168102590042658
leaf_weight=70 56 73 49 55 60 60 79 66 56 71 2766 60 80 48 83
leaf_count=70 56 73 49 55 60 60 79 66 56 71 2766 60 80 48 83
internal_value=0 -4.05802e-05 2.98071e-05 -0.000548282 -0.000195484 -0.000662111 -9.87873e-05 0.00107457 -0.0014171 1.44582e-06 2.96711e-05 0.00106084 -1.54295e-05 0.000830616 -5.3728e-05
internal_weight=0 3676 3227 449 320 265 205 126 129 3178 3108 131 2977 128 2849
internal_count=3732 3676 3227 449 320 265 205 126 129 3178 3108 131 2977 128 2849
is_linear=0
shrinkage=0.0995203


Tree=4137
num_leaves=23
num_cat=0
split_feature=18 18 20 20 20 20 17 2 3 3 17 17 3 0 3 18 6 18 8 17 17 3
split_gain=0.0104031 0.0114957 0.00901638 0.0140474 0.0196579 0.0182988 0.0156318 0.0197862 0.00838089 0.0246794 0.0149504 0.0171143 0.0179884 0.0280863 0.0130176 0.0252134 0.0229767 0.0220665 0.0122335 0.010292 0.0549059 0.0300661
threshold=-0.096219999999999986 -0.092584999999999987 -0.097019999999999995 -0.082904999999999993 -0.078725000000000003 -0.074014999999999984 -0.096019999999999994 -0.073884999999999992 0.099950000000000025 0.098000000000000018 0.51326500000000019 0.4039100000000001 0.10377500000000002 -0.088484999999999994 0.089395000000000016 -0.082304999999999989 -0.0040799999999999994 -0.074709999999999985 -0.48834 -0.0082649999999999998 -0.011809999999999999 0.088475000000000012
decision_type=2 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 -7 9 14 11 12 13 -10 19 16 -16 -17 -14 20 -3 -21
right_child=1 8 3 4 5 6 -8 -9 10 -11 -12 -13 18 -15 15 17 -18 -19 -20 21 -22 -23
leaf_value=-0.00079030166961111849 -0.0012076361898959304 0.00016192982008521605 0.0021860408897889975 -0.0014024252797913391 0.0024053110963059548 0.00082893188917064671 0.0017094523618814937 -0.00089194267596646288 0.0030584121298186774 -0.0020459648104695911 0.0017216504641027301 -0.0016149628550019839 -0.0012766971115233448 -0.00021462196295179067 -0.00035946403814054371 0.0017557591803929226 -0.0035101369869767851 -0.00037354902542412194 0.00014928718139491036 0.00017915479236438461 -0.0026202969400157456 0.0027308418879879474
leaf_weight=57 88 574 46 55 49 137 66 128 52 67 59 55 65 51 46 52 47 646 712 550 80 50
leaf_count=57 88 574 46 55 49 137 66 128 52 67 59 55 65 51 46 52 47 646 712 550 80 50
internal_value=0 -8.55169e-05 0.000387466 0.000528737 0.0003516 0.000607626 0.00033903 0 -5.34611e-05 -0.000165816 0.000184441 8.65654e-05 0.000193841 0.00142984 -0.000103817 -0.000420156 -0.00196054 -0.000213746 2.89427e-05 9.50716e-05 -0.000177152 0.00039316
internal_weight=0 3194 538 481 435 380 331 265 3106 2112 994 935 880 103 2045 791 93 698 777 1254 654 600
internal_count=3732 3194 538 481 435 380 331 265 3106 2112 994 935 880 103 2045 791 93 698 777 1254 654 600
is_linear=0
shrinkage=0.0995203


Tree=4138
num_leaves=12
num_cat=0
split_feature=19 11 3 26 26 3 1 2 26 5 8
split_gain=0.00984014 0.00658199 0.0128913 0.00775908 0.0178153 0.0136279 0.0193245 0.0292493 0.00700863 0.009488 0.00607586
threshold=0.14071500000000006 -0.40069499999999997 0.17152000000000003 0.10439000000000002 0.10144500000000002 0.12461000000000003 -0.083284999999999984 -0.082139999999999991 0.097125000000000031 0.27139000000000008 -0.076394999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 -5 -8 9 -3 -10
right_child=-2 2 -4 5 -6 -7 7 -9 10 -11 -12
leaf_value=-0.0012041350331702745 0.0014307540208790897 -4.9265414406661144e-05 0.0015369803349332028 -0.0015920361527700403 0.0019187703280069796 -0.0016982134513777811 0.0024401558614981392 -0.00023836881931272211 -7.2388926419646914e-05 0.00051529501835592608 -0.0016586912374246681
leaf_weight=47 46 2628 52 79 48 70 47 285 51 332 47
leaf_count=47 46 2628 52 79 48 70 47 285 51 332 47
internal_value=0 -3.36796e-05 -1.83375e-05 -4.11128e-05 1.62337e-05 -0.000413123 -0.000192259 0.000138354 -1.33619e-05 1.37803e-05 -0.00084152
internal_weight=0 3686 3639 3587 3106 481 411 332 3058 2960 98
internal_count=3732 3686 3639 3587 3106 481 411 332 3058 2960 98
is_linear=0
shrinkage=0.0995203


Tree=4139
num_leaves=12
num_cat=0
split_feature=26 26 2 3 3 9 9 8 9 9 9
split_gain=0.0095132 0.0115567 0.00878626 0.0141686 0.0203302 0.013123 0.0162286 0.0239948 0.0130979 0.0201182 0.0125859
threshold=0.40795000000000009 0.14857000000000006 0.41639000000000009 0.10960500000000002 0.11197500000000002 -0.093949999999999992 0.08888500000000002 0.0044850000000000011 -0.093949999999999992 0.089105000000000018 0.08938500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7 -6 -10 -8
right_child=-2 -3 -4 4 8 6 10 -9 9 -11 -12
leaf_value=-0.0013842724574980464 0.0010142307989233902 -0.001408589571952933 -0.00098099823181637433 0.0019865534857038962 0.0017412484110973805 4.9186174963085096e-05 -0.0015809235074220847 0.0018487741696929011 -0.00051321731938110441 0.00062647741086367551 -0.00026926195340350563
leaf_weight=76 87 60 91 72 52 1593 79 77 287 329 929
leaf_count=76 87 60 91 72 52 1593 79 77 287 329 929
internal_value=0 -3.86624e-05 -1.55064e-05 9.4052e-06 0.000396234 -9.42385e-05 -5.73224e-05 0.000132651 0.000223597 9.41543e-05 -0.000372873
internal_weight=0 3645 3585 3494 740 2754 2678 1670 668 616 1008
internal_count=3732 3645 3585 3494 740 2754 2678 1670 668 616 1008
is_linear=0
shrinkage=0.0995203


Tree=4140
num_leaves=24
num_cat=0
split_feature=8 7 8 3 3 27 6 5 5 8 5 6 6 5 2 0 0 4 3 26 5 5 27
split_gain=0.0159967 0.0201884 0.0155503 0.0282632 0.0318502 0.012216 0.0103718 0.018143 0.0303211 0.027381 0.0176256 0.00978682 0.019744 0.0264507 0.0229284 0.010178 0.0233176 0.0206474 0.00864686 0.00702296 0.00728009 0.0133172 0.00574871
threshold=-0.097249999999999989 -0.068034999999999998 -0.13559999999999997 0.086850000000000024 0.092115000000000016 -0.14624499999999999 0.10165000000000003 -0.045014999999999993 -0.021739999999999999 -0.064125000000000001 0.054660000000000007 0.087575000000000028 0.090460000000000026 -0.0087549999999999989 -0.076524999999999996 -0.11524 -0.09466999999999999 0.079660000000000022 0.15778000000000003 0.086580000000000032 -0.45822499999999994 -0.084089999999999984 0.083650000000000016
decision_type=2 2 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 18 -4 -5 -3 11 9 -9 -8 -10 15 13 -13 -14 17 -17 -7 19 20 -1 -22 -21
right_child=1 5 3 4 -6 6 7 8 10 -11 -12 12 14 -15 -16 16 -18 -19 -20 22 21 -23 -24
leaf_value=0.0012498349664014595 -0.0018626554327541575 -0.0016443429951208148 -0.00065208471759772607 0.0041793558387905388 0.00065028965064769053 0.0021277321788432022 0.0024268669106303699 -0.0032345425154621655 0.00074265324211311733 -0.00078665296209338986 -0.0010334778215293952 0.0018001537118147171 -0.00053661266419621778 -0.00026630499282291397 0.0014490575568202346 -0.0011994695108553124 -1.111942860470797e-05 7.9165904736969782e-05 0.0013185683348382431 -0.001530480340697564 -0.0010528290322563761 0.00078113797605598799 -1.1481916073724184e-06
leaf_weight=58 61 46 46 48 55 61 47 46 82 59 168 170 259 95 74 182 1627 247 56 46 72 86 54
leaf_count=58 61 46 46 48 55 61 47 46 82 59 168 170 259 95 74 182 1627 247 56 46 72 86 54
internal_value=0 -6.91188e-05 0.000525182 0.0013851 0.00230285 -3.42707e-05 -1.0247e-05 -0.000482253 -0.000883499 0.000630487 -0.000447632 5.93397e-05 0.000414977 0.00105626 -9.28941e-05 -4.07324e-05 -0.00013113 0.000487547 0.000178553 -2.08846e-05 0.00029567 -4.94127e-05 -0.000712828
internal_weight=0 3224 521 149 103 3163 3117 402 296 106 250 2715 598 265 333 2117 1809 308 372 316 216 158 100
internal_count=3745 3224 521 149 103 3163 3117 402 296 106 250 2715 598 265 333 2117 1809 308 372 316 216 158 100
is_linear=0
shrinkage=0.0995203


Tree=4141
num_leaves=22
num_cat=0
split_feature=8 9 17 2 8 3 2 1 1 18 18 17 18 21 9 18 20 5 21 18 4
split_gain=0.0129738 0.0283242 0.01306 0.0195062 0.0130347 0.0183368 0.0144235 0.0123107 0.0273873 0.0218061 0.0275041 0.0204633 0.0182167 0.0535616 0.0357951 0.0355719 0.015003 0.0089814 0.00834513 0.013095 0.0156533
threshold=-0.097249999999999989 -0.096659999999999982 0.51326500000000019 -0.074084999999999998 -0.11061499999999999 0.090835000000000013 0.42989000000000011 -0.0084199999999999987 -0.0096349999999999995 -0.087529999999999983 -0.084629999999999997 -0.00265 -0.08727 0.087570000000000023 0.089105000000000018 -0.077164999999999997 -0.089994999999999992 0.15100500000000003 0.10254500000000003 0.10085500000000001 0.077430000000000013
decision_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 -4 6 -6 17 8 9 11 -11 -3 13 -9 -15 -14 -17 18 19 20 -1
right_child=1 2 3 -5 5 -7 -8 12 -10 10 -12 -13 15 14 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0012712555176637563 -0.0023663222745709356 -0.00061842982436467503 8.0557422508405806e-06 -0.002360994044442271 0.0029559163226790773 0.00014157707257023917 0.0015916913511060226 0.0031784906814585493 0.0024904082815641153 0.0024591022330475642 0.00022426771392382368 0.0015300140986716077 -0.0029864341001134237 -0.0027176005600222266 0.00057684975102107708 0.00095790446248299774 -0.00044650684340952679 0.0011887741516343759 -0.001325089069875771 0.0014355139580841873 -0.00081406856918485456
leaf_weight=46 52 495 83 58 46 47 66 57 49 57 1323 48 52 46 112 84 708 53 55 52 156
leaf_count=46 52 495 83 58 46 47 66 57 49 57 1323 48 52 46 112 84 708 53 55 52 156
internal_value=0 -6.22906e-05 -2.42615e-05 -0.000960642 0.000472916 0.00154242 0.000238611 1.90282e-05 0.000166258 0.00010661 0.000317169 -0.000427004 -0.00025436 0.000561728 -0.000377113 -0.00046322 -0.00029652 -5.82251e-06 -0.00021337 2.41334e-05 -0.00033514
internal_weight=0 3224 3172 141 521 93 428 3031 1972 1923 1380 543 1059 215 158 844 792 362 309 254 202
internal_count=3745 3224 3172 141 521 93 428 3031 1972 1923 1380 543 1059 215 158 844 792 362 309 254 202
is_linear=0
shrinkage=0.0995203


Tree=4142
num_leaves=38
num_cat=0
split_feature=1 2 9 9 2 2 17 5 27 0 17 17 1 0 0 9 26 2 0 9 9 26 0 17 2 1 17 9 17 2 2 20 20 0 2 1 2
split_gain=0.0108529 0.0143867 0.0357568 0.041849 0.0306589 0.0712081 0.03565 0.0532624 0.0122703 0.0120781 0.0112653 0.0285579 0.0267987 0.0213236 0.0587013 0.0622373 0.0326721 0.0272559 0.0381952 0.0214532 0.0336957 0.0276002 0.0139413 0.0110445 0.0383484 0.0107525 0.0201048 0.0171353 0.015568 0.0457411 0.0278129 0.0103832 0.0124964 0.00788515 0.016201 0.0133328 0.0104137
threshold=-0.073844999999999994 -0.086304999999999993 0.084380000000000024 0.083235000000000017 -0.082025000000000001 -0.082404999999999992 -0.016659999999999998 -0.071539999999999992 -0.086859999999999993 -0.082604999999999998 -0.013885 -0.022884999999999999 -0.081394999999999981 -0.085605000000000001 -0.086304999999999993 0.083925000000000013 0.088545000000000026 -0.082904999999999993 -0.082339999999999983 0.087695000000000009 0.091690000000000021 0.0054200000000000012 -0.073664999999999994 0.51326500000000019 -0.074084999999999998 -0.14482999999999999 -0.09744499999999999 0.095415000000000014 -0.095109999999999986 -0.086050000000000001 -0.083344999999999989 -0.23803499999999997 -0.089994999999999992 -0.085474999999999982 -0.095204999999999998 -0.012865 -0.097214999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 5 6 9 -8 -6 -3 11 12 25 14 15 -12 -17 18 -15 21 -21 -19 -22 31 -25 26 27 -1 29 -27 -30 -10 -33 36 35 -35 -4
right_child=1 4 33 -5 8 -7 7 -9 23 -11 13 -13 -14 17 -16 16 -18 19 -20 20 22 -23 -24 24 -26 28 -28 -29 30 -31 -32 32 -34 34 -36 -37 -38
leaf_value=-0.00041319928339303961 0 0.0014393533822758451 -0.00022127868526519836 0.0039972274787744913 -0.0014809793953378758 -0.004693420730663719 0.00073106577684759562 -0.0036834893552962424 -0.0013801744191720654 -0.00056284605942900998 0.0035531931351143607 -0.0019566927529076142 0.002106703471962392 0.0043682860684644848 -0.003371456834707891 -0.0022151720204946173 0.001065721171430987 -3.9557451525412045e-05 0.00071716514856518952 -0.0018094459830386633 0.0018186606579377897 0.0031574972839711829 -0.00040518071050702961 0.0010455759502732626 -0.0026783400930570651 -0.00091512316499356612 0.0020722443568874276 0.0014758073607854234 -8.5696007055604352e-05 0.0021019759528176757 -0.002961569818258816 0.0012351930996330803 2.6977524322772834e-05 -0.0010660358299222313 -0.0018570379882721034 0.0010074837374246289 0.0015012464695438317
leaf_weight=204 52 77 90 52 59 48 47 63 48 48 50 69 64 49 47 62 58 52 69 76 67 54 47 50 60 144 58 62 86 76 55 91 1268 54 62 71 56
leaf_count=204 52 77 90 52 59 48 47 63 48 48 50 69 64 49 47 62 58 52 69 76 67 54 47 50 60 144 58 62 86 76 55 91 1268 54 62 71 56
internal_value=0 -0.00012349 0.000389602 0.00200087 -0.000244545 -0.00119848 -0.000481139 -0.00178983 -7.27279e-05 0.00066396 0.000224329 -1.84216e-05 0.000159045 0.000540317 -0.000255802 0.00060077 -0.000622585 0.000959583 0.00224025 0.000446282 -0.00018269 0.00158141 0.000894633 -1.74178e-05 -0.000978209 -2.17316e-05 0.000393203 2.40181e-05 -0.000396406 0.000123427 -0.0012133 5.71156e-05 0.000108483 -0.00011116 -0.000541021 0.000105174 0.000433809
internal_weight=0 2296 437 104 1859 283 235 110 1576 125 1449 818 749 631 217 170 120 414 118 296 190 106 114 1517 110 685 324 266 361 220 141 1407 1359 333 187 125 146
internal_count=3745 2296 437 104 1859 283 235 110 1576 125 1449 818 749 631 217 170 120 414 118 296 190 106 114 1517 110 685 324 266 361 220 141 1407 1359 333 187 125 146
is_linear=0
shrinkage=0.0995203


Tree=4143
num_leaves=25
num_cat=0
split_feature=8 7 8 3 3 20 5 5 20 20 8 5 3 21 5 36 1 20 8 4 3 4 17 1
split_gain=0.00924815 0.0162803 0.010909 0.0146454 0.00963346 0.00805715 0.0341906 0.0289255 0.0288011 0.0228239 0.0248511 0.0100041 0.0137987 0.0184036 0.0157576 0.0102915 0.0185453 0.00864464 0.00495545 0.0123951 0.00985564 0.00721424 0.0134945 0.00656358
threshold=-0.097249999999999989 -0.068034999999999998 -0.11061499999999999 0.090835000000000013 0.15778000000000003 -0.081564999999999985 -0.093384999999999982 -0.06971999999999999 -0.09638999999999999 -0.08323499999999999 -0.086304999999999993 0.040570000000000016 0.13775000000000004 0.12860500000000005 0.058505000000000008 0.088605000000000017 -0.15143499999999999 -0.079725000000000004 -0.49499500000000002 0.11995000000000003 0.11721500000000003 0.079225000000000018 -1.0000000180025095e-35 0.0036400000000000009
decision_type=2 2 2 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 18 6 8 -8 -3 10 -9 15 13 14 -13 16 -7 -18 19 -1 21 22 -20 -23
right_child=1 5 3 -5 -6 11 7 9 -10 -11 -12 12 -14 -15 -16 -17 17 -19 20 -21 -22 23 -24 -25
leaf_value=0.00048037625774508799 -0.001663460387066798 -0.00041766504441995719 0.0026406019118906296 0.00012341699591570637 0.001389047467135101 0.0020490695649846404 0.0023307917298998836 -0.0020427270954581334 -0.0036351910762866665 -0.0018483062381940739 0.00041554001772461371 -0.0019290469595799563 0.0013120010234853967 -0.0022421702951140247 -8.3664318148268544e-05 -0.0012759587289553937 0.0011261175084839705 0.00010713197847154897 -0.0005438480124742008 -0.001796140523136956 0.0012531068669426396 0 0.0017102018760026495 -0.001604329883970535
leaf_weight=48 61 60 46 47 57 53 48 47 52 73 304 50 51 49 566 47 87 1676 59 46 68 57 47 46
leaf_count=48 61 60 46 47 57 53 48 47 52 73 304 50 51 49 566 47 87 1676 59 46 68 57 47 46
internal_value=0 -5.28956e-05 0.000398971 0.00137728 0.000184482 -2.15763e-05 -0.00035555 1.3663e-05 -0.00191883 -0.000246723 8.40378e-05 5.37327e-05 -0.000261982 -0.000383925 -0.000234781 0.00017551 0.000213526 0.000157881 0 -0.000624955 0.000211293 -0.000123753 0.000447867 -0.00071997
internal_weight=0 3224 521 93 428 3163 584 472 112 424 351 2579 716 665 616 1863 1816 1763 371 94 277 209 106 103
internal_count=3745 3224 521 93 428 3163 584 472 112 424 351 2579 716 665 616 1863 1816 1763 371 94 277 209 106 103
is_linear=0
shrinkage=0.0995203


Tree=4144
num_leaves=19
num_cat=0
split_feature=31 17 17 1 0 3 2 9 5 4 20 8 6 5 5 17 5 6
split_gain=0.00946985 0.00877075 0.0319671 0.0169895 0.020008 0.0189382 0.028108 0.0290525 0.0305217 0.0147642 0.0171032 0.0403064 0.0159723 0.00812649 0.0138037 0.0100662 0.0280296 0.0116289
threshold=0.090230000000000019 -0.093784999999999993 -0.090304999999999996 0.058455000000000014 -0.065229999999999996 0.091065000000000021 -0.017704999999999995 0.083795000000000022 0.040570000000000016 0.10845500000000002 -0.074014999999999984 -0.073999999999999996 -0.03252 0.13648000000000002 0.057175000000000011 0.28919000000000006 -0.041054999999999994 0.10449000000000003
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 -9 10 11 -7 -12 14 15 17 -17 -4
right_child=-2 2 13 4 -6 9 -8 8 -10 -11 12 -13 -14 -15 -16 16 -18 -19
leaf_value=0.0014196329525554261 0.0014534250326828082 0.0025939722752478904 8.1538419914302607e-05 -0.0029752524070338657 -0.0001459509608990793 -0.00075504603182734642 -0.0025503149323750432 0.00037349340901667846 -0.0017072677302793023 -0.0012163023865175223 -0.0013194112335573002 0.0024760600925324227 0.00046243857898951011 -0.0010760215469067453 0.0013086546456307637 0.00015529351129435893 -0.0018044495570953721 0.0010678662411905612
leaf_weight=81 47 51 2027 46 55 59 61 132 147 54 65 107 213 59 91 235 104 126
leaf_count=81 47 51 2027 46 55 59 61 132 147 54 65 107 213 59 91 235 104 126
internal_value=0 3.1255e-05 0.000125582 -0.000216985 -0.00144265 -8.13909e-05 -0.000573462 -0.000236221 -0.000719888 0.000332953 0.00052322 0.00132272 4.28742e-05 7.76236e-05 0.000104292 5.99837e-05 -0.000443511 0.000139642
internal_weight=0 3713 2693 1020 101 919 421 360 279 498 444 166 278 2642 2583 2492 339 2153
internal_count=3760 3713 2693 1020 101 919 421 360 279 498 444 166 278 2642 2583 2492 339 2153
is_linear=0
shrinkage=0.0995203


Tree=4145
num_leaves=19
num_cat=0
split_feature=17 17 26 26 0 1 1 1 1 17 21 17 17 17 3 3 3 3
split_gain=0.00772412 0.0216876 0.0557916 0.0953164 0.0132931 0.013168 0.0141345 0.0135839 0.0148969 0.0108303 0.0105465 0.0101833 0.012104 0.0120877 0.00887769 0.00824953 0.0317557 0.0169649
threshold=-0.093784999999999993 -0.084209999999999993 -0.057034999999999995 0.084585000000000021 -0.14731999999999998 0.058455000000000014 0.070450000000000026 -0.0084199999999999987 -0.019984999999999999 -0.078119999999999995 0.10787500000000003 -0.07107999999999999 -0.065004999999999993 -0.053765 0.11868500000000003 0.10807500000000002 0.11769000000000002 0.10457000000000002
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 15 -3 -9 -11 -13 -14 -15 17 -17 -6
right_child=1 9 3 -5 5 6 -8 10 -10 11 -12 12 13 14 -16 16 -18 -19
leaf_value=-0.0015547255014412265 -0.00086684459330513904 -0.0011011378035438763 0.0060006404864078088 -0.0002889666002594766 1.9751657964646296e-05 -0.0024288000060083202 -9.1236201071031588e-05 0.0018207381759044105 -0.001513711431564313 0.0013364599800192488 -9.638929519795194e-05 -0.0010950371534571618 0.0016873043617567798 -6.8702844846558374e-06 0.00054722450983505733 0.002024876651453145 -0.00073188021828307723 -0.001844344866753401
leaf_weight=66 71 77 47 48 455 47 58 69 69 64 47 86 47 1955 335 82 83 54
leaf_count=66 71 77 47 48 455 47 58 69 69 64 47 86 47 1955 335 82 83 54
internal_value=0 0.00013214 0.0012348 0.00281412 -0.000187546 -9.30933e-05 -0.00114537 3.45791e-05 -0.000120807 6.04314e-05 0.00103691 9.6724e-05 6.36403e-05 0.000106629 7.38298e-05 2.0575e-05 0.000633183 -0.000176403
internal_weight=0 2730 166 95 1030 964 105 859 743 2564 116 2487 2423 2337 2290 674 165 509
internal_count=3760 2730 166 95 1030 964 105 859 743 2564 116 2487 2423 2337 2290 674 165 509
is_linear=0
shrinkage=0.0995203


Tree=4146
num_leaves=18
num_cat=0
split_feature=5 0 9 17 5 6 27 29 5 17 6 36 29 29 0 29 26
split_gain=0.00651294 0.023972 0.0147548 0.0131265 0.00865531 0.0103121 0.00713271 0.0189649 0.0373289 0.0118469 0.0118428 0.00892912 0.0164524 0.0127821 0.00840587 0.00958319 0.00408736
threshold=0.51100000000000012 -0.067059999999999995 0.098720000000000016 -0.56005499999999986 0.40898000000000007 -0.065394999999999995 0.081260000000000013 -0.055059999999999998 -0.085794999999999996 -0.53447999999999996 -0.42102499999999998 0.088605000000000017 -0.082239999999999994 -0.011859999999999999 -0.063914999999999986 -0.082830000000000001 0.092180000000000026
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 6 -6 9 10 16 -1 -8 12 -11 -14 15 -12 -9
right_child=1 2 -4 -5 5 -7 7 8 -10 11 14 -13 13 -15 -16 -17 -18
leaf_value=-0.0012128519189657059 -0.002376784949892016 -0.00030572692695938353 -0.0012315490711684613 0.0018021959344019752 0.0020586157543939221 0 0.0010333112747089987 0.00084571867860088205 0.0036809370524075631 -0.0016235234936144574 0.00095843458926962017 0.0013760145421434632 0.0014550395375028335 1.0167657883894913e-05 -0.0016218141927867174 -0.0010720800636213447 -0.00039376030283632708
leaf_weight=78 51 59 57 57 47 49 59 57 46 60 46 48 62 2836 54 46 48
leaf_count=78 51 59 57 57 47 49 59 57 46 60 46 48 62 2836 54 46 48
internal_value=0 -0.000480115 7.42875e-05 0.000723006 7.29725e-05 0.00100544 4.67122e-05 0.000468507 0.00131542 -1.71206e-06 -0.000151325 2.94424e-05 7.31457e-06 4.13618e-05 -0.000635656 -4.79247e-05 0.000271303
internal_weight=0 224 173 116 3536 96 3440 356 151 3084 205 3006 2958 2898 146 92 105
internal_count=3760 224 173 116 3536 96 3440 356 151 3084 205 3006 2958 2898 146 92 105
is_linear=0
shrinkage=0.0995203


Tree=4147
num_leaves=17
num_cat=0
split_feature=19 17 9 19 17 17 0 6 20 17 6 21 7 8 21 0
split_gain=0.00765268 0.012821 0.0115202 0.0245782 0.00914645 0.0157404 0.0130826 0.0140612 0.0139618 0.018934 0.0152394 0.011848 0.0118429 0.00808538 0.00896374 0.00703035
threshold=0.11174500000000002 -0.5696199999999999 0.083795000000000022 0.12139000000000003 -0.093784999999999993 -0.090304999999999996 -0.14731999999999998 -0.086849999999999997 -0.079864999999999992 -0.45380999999999999 -0.065394999999999995 0.091545000000000029 0.082845000000000016 0.11446000000000002 0.12262000000000002 -0.082284999999999983
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 -6 -3 11 9 -9 -10 -8 13 14 -7 -5
right_child=2 4 3 15 5 12 7 8 10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0016118094040805063 0.00064344448293637271 -0.0017037178462310603 -0.0023291365860046505 0.00087637121653277514 0.0018652553283101873 0.00014587712105670661 0.0018250672659046912 -8.6063127539489541e-05 0.0012904196589951563 -0.002208936674319672 -0.00023398784955666339 -0.00023684267175142046 -0.0012895848931058509 0.0011529245744398024 -0.0011273807591939511 -0.00063366424362956372
leaf_weight=53 67 55 72 51 52 2260 63 91 74 78 529 48 58 77 56 76
leaf_count=53 67 55 72 51 52 2260 63 91 74 78 529 48 58 77 56 76
internal_value=0 7.52144e-05 -0.000478316 -0.000860108 5.13091e-05 0.000150828 -0.000213378 -0.000119621 -0.000271031 -0.0010707 -4.55553e-05 0.000926056 0.000114121 0.000148485 0.000114737 -2.08261e-05
internal_weight=0 3494 266 199 3441 2503 938 883 772 169 603 111 2451 2393 2316 127
internal_count=3760 3494 266 199 3441 2503 938 883 772 169 603 111 2451 2393 2316 127
is_linear=0
shrinkage=0.0995203


Tree=4148
num_leaves=23
num_cat=0
split_feature=21 21 0 9 9 9 9 6 0 22 0 6 1 6 0 0 0 17 17 0 6 0
split_gain=0.0115531 0.0175207 0.0156001 0.0148265 0.0338429 0.0178867 0.0148071 0.0300081 0.0207816 0.0146901 0.0209816 0.0171247 0.01395 0.0131341 0.0208309 0.0148382 0.0122655 0.0189436 0.0233534 0.0124797 0.00940577 0.00836535
threshold=0.083050000000000027 0.085190000000000016 -0.23177499999999998 0.085945000000000021 0.08735500000000003 0.08488500000000003 -0.092279999999999987 -0.36821999999999994 -0.17809 0.081580000000000027 -0.14680499999999999 -0.03764 -0.011484999999999999 -0.14689499999999997 -0.09937 -0.092134999999999995 -0.088484999999999994 -0.10337499999999999 -0.016209999999999999 -0.087504999999999986 -0.18498499999999998 -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
left_child=2 -2 -1 5 -5 9 7 -4 -8 10 -3 -12 -11 -6 -15 -16 17 -10 -19 -18 -14 -21
right_child=1 3 6 4 13 -7 8 -9 16 12 11 -13 20 14 15 -17 19 18 -20 21 -22 -23
leaf_value=-0.0019497858224123657 0.0017896784067606445 -0.0018257926236191113 0.00045864044518081302 0.0028178515336746706 -0.00094328515271456515 -0.0019211857912821715 0.0019145085048699383 -0.0025824385638942675 0.0011122108355738531 0.0017159410560300763 0.00040766160901451067 -0.0016971350331354208 0.00090191706683981343 0.0018460043960597883 -0.0014249983787388907 0.00030427874909242546 0.0013391439714524696 -0.0025455552277886557 -0.00050479093214165105 -0.00076274217074327787 -0.0010585264388175836 -2.508713099055146e-05
leaf_weight=50 62 87 58 52 89 61 49 71 51 70 189 48 46 80 55 456 62 71 263 169 51 1568
leaf_count=50 62 87 58 52 89 61 49 71 51 70 189 48 46 80 55 456 62 71 263 169 51 1568
internal_value=0 0.000155097 -0.000208638 7.55314e-05 0.000369717 -0.000313101 -0.000171434 -0.00120879 -0.000111139 -0.000111651 -0.000503884 -1.51725e-05 0.000644427 0.000181302 0.000352042 0.000116551 -0.000156961 -0.00066694 -0.000941057 -4.73669e-05 -0.000120392 -9.7328e-05
internal_weight=0 1346 2412 1284 732 552 2362 129 2233 491 324 237 167 680 591 511 2184 385 334 1799 97 1737
internal_count=3758 1346 2412 1284 732 552 2362 129 2233 491 324 237 167 680 591 511 2184 385 334 1799 97 1737
is_linear=0
shrinkage=0.0995203


Tree=4149
num_leaves=24
num_cat=0
split_feature=27 2 2 27 8 17 8 8 8 26 17 17 2 17 0 20 18 26 2 18 17 5 17
split_gain=0.0114475 0.00969943 0.0153964 0.0158968 0.0125649 0.0143407 0.0160206 0.0112174 0.0151849 0.0111519 0.0108914 0.0309857 0.0463807 0.0235917 0.0182098 0.0198787 0.010105 0.0141088 0.0112602 0.00908036 0.00717384 0.0148421 0.0126961
threshold=-0.14624499999999999 -0.097214999999999996 -0.10018999999999999 0.08427500000000003 -0.087129999999999999 -0.55286000000000002 -0.086489999999999997 -0.085764999999999994 -0.084855 0.090275000000000022 -0.0058449999999999995 -0.016209999999999999 -0.082025000000000001 -0.000475 -0.082339999999999983 -0.053499999999999999 0.091725000000000015 0.089485000000000023 -0.080555000000000002 1.0000000180025095e-35 -0.008069999999999999 0.040570000000000016 0.0036400000000000009
decision_type=2 2 2 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 -7 -8 -9 20 11 14 -13 -12 15 -3 18 -18 -15 -16 21 -2 -22
right_child=1 4 -4 -5 5 6 7 8 -10 -11 13 12 -14 16 19 -17 17 -19 -20 -21 22 -23 -24
leaf_value=-0.0016312570472591932 0.0015325755689147564 0.00042070367205171487 -0.0020821728166015136 -0.0015113619338783068 0.0018772102634978184 0.0017195714642512835 -0.0010563829779799501 0.0012200208483060587 3.8394925759661549e-05 0.0014632061961365257 -0.002232360173937048 0.0035105093568766235 -0.00069352952581186087 -0.0017677215862888372 -0.00024148717690040955 -0.0015898797861632111 -0.0005824720683961761 0.0016872859724346427 -0.00029400108308514343 0.0016431214768255339 -0.0018591749302740018 -0.00035950878390044865 0.0002814168525182114
leaf_weight=46 56 72 52 83 46 59 86 114 1994 46 76 56 48 66 50 147 56 52 241 50 58 153 51
leaf_count=46 56 72 52 83 46 59 86 114 1994 46 76 56 48 66 50 147 56 52 241 50 58 153 51
internal_value=0 -5.0801e-05 -0.000459056 -0.000268406 1.2349e-05 0.000136684 0.000100784 5.68792e-05 0.000102685 1.27666e-05 -0.000299498 6.88905e-05 0.00156231 -0.000618534 -0.000415427 -0.000925128 -0.000321017 0.000502795 -0.000613494 0.000692631 -0.000194471 0.000143545 -0.000850104
internal_weight=0 3712 499 447 3213 2299 2253 2194 2108 364 914 423 104 491 319 219 415 108 307 100 318 209 109
internal_count=3758 3712 499 447 3213 2299 2253 2194 2108 364 914 423 104 491 319 219 415 108 307 100 318 209 109
is_linear=0
shrinkage=0.0995203


Tree=4150
num_leaves=18
num_cat=0
split_feature=27 21 21 0 2 2 0 0 5 17 17 17 21 17 8 2 4
split_gain=0.00928132 0.0112964 0.0130585 0.0129292 0.0123188 0.0158623 0.01191 0.0121052 0.0114609 0.00857814 0.0353689 0.0205637 0.0263273 0.0155343 0.00851681 0.0099299 0.00843041
threshold=-0.14624499999999999 0.083050000000000027 0.085190000000000016 -0.23177499999999998 0.31534000000000012 0.13896000000000006 -0.17809 -0.14824999999999997 -0.41397 -0.065004999999999993 -0.081244999999999998 -0.086174999999999988 0.087705000000000019 -0.038314999999999995 -0.099434999999999996 0.0021050000000000005 0.11394500000000003
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 -5 -8 -6 10 11 12 -4 -11 16 -16 -15
right_child=1 2 9 4 8 -7 7 -9 -10 13 -12 -13 -14 14 15 -17 -18
leaf_value=-0.0014689139352181439 -0.0017595638330268812 0.0015991510794126484 -0.0023261337325261619 0.0014521818436896016 -7.2440764274751441e-05 0.0017358453868818787 -0.0013087554637934869 -0.00011558811046411619 -0.0022257960244046224 0.0021118083665048137 -0.0021605505182700404 0.002077805144134596 0.00017948353134805207 -0.0011685599808606102 0.00061113324301568551 -0.00062260085200739775 0.00052280765130653683
leaf_weight=46 50 62 46 46 47 46 88 2066 53 47 76 49 426 75 412 76 47
leaf_count=46 50 62 46 46 47 46 88 2066 53 47 76 49 426 75 412 76 47
internal_value=0 -4.57453e-05 0.000188213 -0.000174588 -0.000140459 -9.19446e-05 -0.000130534 -0.000164714 -0.00122191 0.000117801 -0.000154293 0.000136795 -6.29738e-05 0.000366293 0.00023046 0.000417317 -0.000510258
internal_weight=0 3712 1316 2396 2346 2246 2200 2154 100 1254 597 521 472 657 610 488 122
internal_count=3758 3712 1316 2396 2346 2246 2200 2154 100 1254 597 521 472 657 610 488 122
is_linear=0
shrinkage=0.0995203


Tree=4151
num_leaves=17
num_cat=0
split_feature=20 9 4 18 4 2 2 18 0 10 4 25 2 18 17 19
split_gain=0.00940016 0.0090094 0.00861879 0.00760143 0.00705992 0.00759624 0.0154455 0.034243 0.0326899 0.0101518 0.0167499 0.00945683 0.00849392 0.0137917 0.0082079 0.00606411
threshold=-0.15615999999999999 0.092605000000000021 0.085230000000000014 -0.43123499999999998 0.15028500000000003 -0.096664999999999987 -0.13535499999999998 -0.096219999999999986 -0.080884999999999999 0.09056500000000002 0.10649000000000002 0.082910000000000025 -0.089054999999999995 -0.07989499999999998 0.53699500000000022 -0.066709999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 15 5 6 9 -8 -9 10 -5 12 13 -7 -14 -2
right_child=3 -3 -4 4 -6 11 7 8 -10 -11 -12 -13 14 -15 -16 -17
leaf_value=-0.002379828729367883 2.3501026635491715e-05 0.00024073711857626728 -0.0005097958001088474 0.0001424048161047133 -0.0011190503255690048 -0.00038681249664479619 0.00089360607102289668 -0.00033582126599198124 -0.0037159611866287253 0.0011969904158190107 -0.0019681499674454091 0.0013097040233186405 -4.5785883447255648e-06 0.0018005191577603293 -0.0011720672509283731 0.0016410434041770402
leaf_weight=46 46 51 55 193 60 50 54 54 61 59 46 56 2753 65 61 48
leaf_count=46 46 51 55 193 60 50 54 54 61 59 46 56 2753 65 61 48
internal_value=0 -0.000823904 -0.0013696 -2.45478e-05 -4.84077e-05 -2.95614e-05 -0.000402919 -0.00116304 -0.00213588 2.54082e-05 -0.000260386 2.85757e-05 3.80208e-06 0.000842387 -3.01776e-05 0.000858189
internal_weight=0 152 101 3606 3512 3452 467 169 115 298 239 2985 2929 115 2814 94
internal_count=3758 152 101 3606 3512 3452 467 169 115 298 239 2985 2929 115 2814 94
is_linear=0
shrinkage=0.0995203


Tree=4152
num_leaves=17
num_cat=0
split_feature=10 9 4 7 3 3 6 3 3 1 6 8 8 1 6 9
split_gain=0.0151774 0.00877982 0.0530177 0.0361512 0.00713751 0.0120116 0.00708593 0.0122608 0.0382437 0.0179761 0.00758121 0.0283694 0.0634347 0.0179381 0.0109419 0.0135656
threshold=0.090150000000000022 0.11351500000000002 0.12719000000000005 0.089755000000000015 0.10426500000000002 0.12870500000000004 0.090195000000000011 0.10850000000000003 0.09940000000000003 -0.06551499999999999 -0.070864999999999997 -0.086304999999999993 -0.08569499999999998 -0.092674999999999993 -0.074569999999999984 0.10153500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 -3 -6 10 8 9 -8 14 13 -13 -12 15 -1
right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 11 12 -14 -15 -16 -17
leaf_value=5.6234436901422386e-05 -0.0013116466698661507 0.0012505169504057113 -0.0035516512360711044 0.0025516518097268358 -0.00087919872217185084 0.0010541843542332897 -0.00010738985371147048 -0.0015472738782928671 0.0024388081295830129 -0.0015903939351009156 0.00075888617154054334 0.0041127524122501393 0.0003680938832952965 -0.000702637025665477 -0.0015994317686078908 -0.0014371508196892526
leaf_weight=1020 86 47 47 57 87 50 499 66 53 97 106 47 989 380 46 64
leaf_count=1020 86 47 47 57 87 50 499 66 53 97 106 47 989 380 46 64
internal_value=0 2.58725e-05 -0.000567601 6.61502e-05 0.000190181 -0.000167609 2.383e-05 -0.000253899 -0.000121108 -0.000350125 9.90165e-05 0.000244154 0.000538767 -0.000382184 -9.57456e-05 -3.11808e-05
internal_weight=0 3655 231 3424 184 137 3367 715 649 596 2652 1522 1036 486 1130 1084
internal_count=3741 3655 231 3424 184 137 3367 715 649 596 2652 1522 1036 486 1130 1084
is_linear=0
shrinkage=0.0995203


Tree=4153
num_leaves=14
num_cat=0
split_feature=11 3 6 17 17 38 3 7 8 20 3 5 20
split_gain=0.00633616 0.0060117 0.0456539 0.0228174 0.0262631 0.0111472 0.00857427 0.00651289 0.0062679 0.00570503 0.0140428 0.0106052 0.0107434
threshold=0.092640000000000014 0.083955000000000016 0.087235000000000021 -0.0088649999999999996 -0.085229999999999986 -0.070089999999999986 0.084235000000000018 -0.075879999999999989 -0.080569999999999989 -0.14878999999999998 0.11339500000000001 -0.54382499999999989 -0.083135000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -5 -3 -8 -1 10 -9 -11 -13
right_child=-2 6 -4 5 -6 -7 7 9 -10 11 -12 12 -14
leaf_value=0.00092590074564877038 -0.0011060381688592932 -0.0012983332470754535 0.003325559894548369 -0.00023257774263846007 -0.0024491727596769623 0.0015821731946152778 0.0010170222987196421 -0.0014486516206727209 -0.0006168190446663829 0.001382881466117393 0.00044856144664194813 0.00048558076423431304 -9.3661406786766093e-05
leaf_weight=51 51 52 46 53 62 88 60 88 53 54 68 360 2655
leaf_count=51 51 52 46 53 62 88 60 88 53 54 68 360 2655
internal_value=0 1.0814e-05 0.000401537 -3.39238e-05 -0.000827224 0.000894227 -3.02728e-05 -9.95075e-06 0.000131836 -2.93111e-05 -0.000616414 2.65143e-07 -2.42266e-05
internal_weight=0 3690 353 307 166 141 3337 3285 104 3225 156 3069 3015
internal_count=3741 3690 353 307 166 141 3337 3285 104 3225 156 3069 3015
is_linear=0
shrinkage=0.0995203


Tree=4154
num_leaves=12
num_cat=0
split_feature=10 9 1 29 18 2 6 3 26 26 26
split_gain=0.0123115 0.00701003 0.0430158 0.0337248 0.00770122 0.011252 0.00675642 0.0308139 0.00694856 0.0122217 0.017974
threshold=0.090150000000000022 0.11351500000000002 0.26048500000000008 0.12330000000000002 0.022040000000000008 -0.055654999999999996 0.12638500000000005 0.10850000000000003 0.26711000000000013 0.12086000000000002 0.11624000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 -3 -6 8 -8 9 10 -1
right_child=-2 2 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=7.4106814848255777e-05 -0.0011809164507555012 0.00088106971838343559 -0.0031591842054409782 0.0024820556674138173 -0.0014397439073766435 0.00068828240103599502 0.00059033267473662904 -0.0027284129395438199 -0.00095624843801141841 0.0012593779275669116 -0.0014462641334649952
leaf_weight=3024 86 85 48 56 51 47 69 46 67 83 79
leaf_count=3024 86 85 48 56 51 47 69 46 67 83 79
internal_value=0 2.37202e-05 -0.000506533 5.97327e-05 0.000184772 -0.000410807 1.92135e-05 -0.000730048 4.5953e-05 6.72858e-05 3.51355e-05
internal_weight=0 3655 231 3424 183 98 3368 115 3253 3186 3103
internal_count=3741 3655 231 3424 183 98 3368 115 3253 3186 3103
is_linear=0
shrinkage=0.0995203


Tree=4155
num_leaves=16
num_cat=0
split_feature=10 18 18 4 3 21 9 18 1 3 2 10 10 24 36
split_gain=0.00998298 0.00593709 0.0172697 0.017173 0.0346596 0.0281145 0.0273414 0.0158116 0.00955761 0.0267179 0.0168022 0.00741265 0.0102695 0.00748335 0.00746241
threshold=0.090150000000000022 0.088735000000000022 0.087065000000000017 0.087495000000000031 0.10871500000000002 0.10683000000000002 0.082690000000000027 0.090540000000000023 -0.078509999999999983 0.090360000000000024 -0.078289999999999985 0.085875000000000021 0.078430000000000014 -0.070120000000000002 0.088355000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 6 -5 -6 -3 -8 9 -9 -10 12 13 -1 -15
right_child=-2 3 -4 4 5 -7 7 8 10 -11 -12 -13 -14 14 -16
leaf_value=-0.0011569233130134826 -0.0010633911693609791 -0.0026438949078477344 0.0019827763116294517 0.0024631299150294972 0.0011578643121627769 -0.0018982030512925271 -0.0019562725839170382 0.0014749821952658754 -0.0012441970614348158 -0.0010282121863669422 0.00013218275109277153 0.0011257530482102485 -0.0013513570847318462 5.4526894775633997e-05 0.0010693299481455308
leaf_weight=49 86 52 47 66 59 60 50 108 142 69 228 63 52 2536 74
leaf_count=49 86 52 47 66 59 60 50 108 142 69 228 63 52 2536 74
internal_value=0 2.13595e-05 9.0529e-05 -0.000211624 0.00063237 -0.000376131 -0.00045347 -0.000261308 -0.000104878 0.000494536 -0.000393837 5.81735e-05 3.30624e-05 6.04443e-05 8.36128e-05
internal_weight=0 3655 2821 834 185 119 649 597 547 177 370 2774 2711 2659 2610
internal_count=3741 3655 2821 834 185 119 649 597 547 177 370 2774 2711 2659 2610
is_linear=0
shrinkage=0.0995203


Tree=4156
num_leaves=24
num_cat=0
split_feature=9 6 6 9 17 9 17 0 9 18 26 4 26 26 1 5 18 9 9 8 9 5 8
split_gain=0.0166564 0.0205022 0.0406437 0.0157396 0.0129856 0.0320514 0.0258181 0.025554 0.0190791 0.0125684 0.0125652 0.0642211 0.0338712 0.0280847 0.0279206 0.0271724 0.0122876 0.0164218 0.0168167 0.0101258 0.0488654 0.0306815 0.0231751
threshold=0.094085000000000016 0.11884000000000002 0.14653500000000005 0.093535000000000021 -0.45380999999999999 0.088825000000000029 -0.35269999999999996 -0.083694999999999992 0.083795000000000022 0.12665000000000004 0.10439000000000002 0.11541000000000003 0.091400000000000023 0.089625000000000024 -0.081594999999999987 -0.088935 0.0020050000000000003 0.10407500000000001 0.096305000000000016 -0.077604999999999993 0.09550500000000002 -0.338115 -0.072559999999999999
decision_type=2 2 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 5 7 -6 -1 -9 16 12 14 13 -8 -12 -14 19 18 -18 21 -21 -2 -22
right_child=1 2 -4 -5 6 -7 10 8 -10 -11 11 -13 15 -15 -16 -17 17 -19 -20 20 22 -23 -24
leaf_value=0.0012901813865667132 0.0008242301777784749 0.0036416366335593883 -7.9286226907186589e-05 -0.0018704626731690071 -0.0023040170264382932 0.0020665615214180639 -9.6167206661773838e-05 7.4852738957618614e-05 -0.0026331060648514329 -0.0010106507094540425 -0.0037069903418726446 0.0021821875273054362 -0.0010063130636973915 -0.0014687103356903907 -0.00073993882734586401 0.0017195652524862742 0.00034003935269778253 -0.00020124841079091459 0.0027529089838691581 0.0032405822199494953 0.001861842540523292 -0.0025873261788045164 -0.000469742790756365
leaf_weight=64 53 52 65 52 56 90 1943 52 50 82 59 47 46 160 69 165 52 72 66 48 49 51 303
leaf_count=64 53 52 65 52 56 90 1943 52 50 82 59 47 46 160 69 165 52 72 66 48 49 51 303
internal_value=0 0.000338633 0.00156746 -0.000153782 -0.00012162 0.000553195 -0.000189821 -0.000262374 -0.00124455 0.000152304 -0.000141925 -0.00095546 -8.00464e-05 -0.000200982 -0.00211396 0.00112142 0.000290893 0.000973075 0.00169655 3.2097e-05 0.000261116 -0.000840874 -0.00014285
internal_weight=0 893 117 2853 2801 256 2545 166 102 776 2489 175 2314 2103 128 211 694 190 118 504 400 104 352
internal_count=3746 893 117 2853 2801 256 2545 166 102 776 2489 175 2314 2103 128 211 694 190 118 504 400 104 352
is_linear=0
shrinkage=0.0995203


Tree=4157
num_leaves=29
num_cat=0
split_feature=9 20 9 6 9 5 9 2 18 26 0 0 5 2 5 26 6 26 0 0 6 9 9 26 9 5 2 2
split_gain=0.0135101 0.0180776 0.0292607 0.0166919 0.0127599 0.0122587 0.0302545 0.0588957 0.0572368 0.0411945 0.0151817 0.0149886 0.0248304 0.0161636 0.0136537 0.00954119 0.0466307 0.0209374 0.0401043 0.0436299 0.0381242 0.0176084 0.0253263 0.0425412 0.0367268 0.0175334 0.00580766 0.00566786
threshold=0.094085000000000016 -0.077579999999999996 0.094685000000000033 -0.07664 0.093535000000000021 0.054660000000000007 0.11296000000000002 -0.076524999999999996 0.089365000000000014 0.11861500000000001 -0.064494999999999983 -0.050494999999999991 0.62404000000000015 -0.075899999999999995 -0.084089999999999984 0.10439000000000002 0.090195000000000011 0.091400000000000023 -0.078664999999999999 -0.082224999999999993 0.088845000000000021 0.09253500000000002 0.09055500000000001 0.089365000000000014 0.089935000000000029 -0.080724999999999991 -0.078244999999999995 -0.070724999999999996
decision_type=2 2 2 2 2 2 2 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 15 6 7 14 -9 10 -8 13 -13 -7 -4 17 25 21 19 20 -19 22 24 -24 -1 -17 -5 -15
right_child=1 2 5 26 -6 11 9 8 -10 -11 -12 12 -14 27 -16 16 -18 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=-0.00012740113894874237 -0.0021838791033469808 0.0029559932089844618 0.0010433406699200583 -0.0006843887485048542 -0.0016843138871874416 -0.0023829249716624252 -0.00020913025592408639 0.0055102740634635026 0.0010808644098901485 -0.0023130047939147699 0.0022048654162531676 0.0021481795294270968 -0.00082221970652368375 0.00065013636860548603 -0.00095828351225163151 0.0013889557914923726 -0.0034737988604407188 -0.00029426774318499436 0.0029753905192511916 -0.0019453797069485146 0.003213569429207642 -0.0020204745369005362 -0.00021986630205840209 0.0036302234035613403 -0.0028842475773542056 -0.00083233572310839707 0.00067236436353269641 -0.00090124568362549059
leaf_weight=2137 48 46 62 62 52 47 56 51 68 65 47 56 55 47 74 61 48 72 63 68 53 49 71 47 49 83 63 46
leaf_count=2137 48 46 62 62 52 47 56 51 68 65 47 56 55 47 74 61 48 72 63 68 53 49 71 47 49 83 63 46
internal_value=0 0.000304932 0.000525031 -0.000606355 -0.000138535 0.000357905 0.00068527 0.00136908 0.00298606 -0.000347785 0.000884454 -0.000190528 0.000668985 -0.000877846 -3.9759e-05 -0.000109546 -0.000786979 -5.93787e-05 0.000794833 7.88024e-05 0.00118651 -0.000152663 -0.000112584 0.00130671 -0.000189571 0.000102943 0 -0.000108412
internal_weight=0 893 720 173 2853 674 423 255 119 168 103 251 111 140 136 2801 192 2609 256 193 125 2353 2304 118 2186 144 125 93
internal_count=3746 893 720 173 2853 674 423 255 119 168 103 251 111 140 136 2801 192 2609 256 193 125 2353 2304 118 2186 144 125 93
is_linear=0
shrinkage=0.0995203


Tree=4158
num_leaves=28
num_cat=0
split_feature=3 3 6 17 18 26 26 3 3 17 17 2 2 6 9 20 21 3 6 9 26 3 18 20 0 3 9
split_gain=0.0112083 0.037874 0.0174419 0.0158269 0.0802105 0.0317223 0.0291279 0.0253348 0.0347654 0.0202316 0.0743856 0.0125667 0.0362954 0.0232124 0.0281336 0.0341596 0.0293348 0.0155453 0.0135474 0.0247736 0.0128792 0.0157741 0.0193573 0.0109071 0.010532 0.0266448 0.0219505
threshold=0.093245000000000022 0.092735000000000026 -0.48214499999999999 0.11639500000000001 -0.077844999999999998 0.087170000000000011 0.091765000000000027 0.091865000000000016 0.091225000000000014 0.066010000000000027 0.03851000000000001 -0.082954999999999987 -0.072624999999999981 0.099330000000000016 0.09253500000000002 -0.078725000000000003 0.087785000000000016 0.098455000000000029 -0.067359999999999989 0.09296500000000002 -0.076124999999999998 0.11089500000000001 -0.079189999999999997 -0.010459999999999999 -0.068604999999999985 0.10892000000000003 0.11351500000000002
decision_type=2 2 2 2 2 2 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 7 -5 -6 -7 8 9 10 -1 18 13 14 16 -16 -13 23 19 -4 -20 22 -22 -14 26 -26 -19
right_child=2 -3 11 4 5 6 -8 -9 -10 -11 -12 12 17 -15 15 -17 -18 24 20 -21 21 -23 -24 -25 25 -27 -28
leaf_value=5.5053014935615546e-05 0.002069365402405393 -0.002673754692361027 -0.0027587619602964996 -0.0045093977663135335 -0.0014158847036006145 0.0027458368732119474 -0.00053073497837547693 0.0018188686708586691 -0.0022916315156951096 0.0015485639482072763 -0.0038115568162853447 0.00040069188839844476 0 0.0025296476561064 -0.0022723951252056609 0.00067103046260288946 0.0039034425224504241 0.00063110612086209473 0.0013981810898132166 2.0033420506086446e-05 -0.001327421412966922 -0.0017936044127718476 0.0011760326371258593 -0.0019519047098767034 -0.0022681971661099262 4.238315839884547e-05 -0.0015244293855031542
leaf_weight=1452 46 59 58 48 83 56 51 72 68 80 51 50 47 81 49 192 46 390 53 69 49 54 81 71 60 277 53
leaf_count=1452 46 59 58 48 83 56 51 72 68 80 51 50 47 81 49 192 46 390 53 69 49 54 81 71 60 277 53
internal_value=0 -0.000188753 0.00015653 -0.00011357 -0.000874323 3.97039e-05 0.00117646 -8.01078e-06 -8.81768e-05 5.95868e-06 -7.56048e-05 0.000103668 0.000247207 0.00101345 0.000646594 6.91775e-05 0.00208762 -0.000108552 -0.000413031 -0.00124258 2.80392e-05 -0.000362172 0.000226126 -0.00117343 5.14951e-05 -0.000366567 0.000371372
internal_weight=0 2020 1726 1961 238 190 107 1723 1651 1583 1503 1680 1316 418 337 241 96 898 364 127 237 184 130 118 780 337 443
internal_count=3746 2020 1726 1961 238 190 107 1723 1651 1583 1503 1680 1316 418 337 241 96 898 364 127 237 184 130 118 780 337 443
is_linear=0
shrinkage=0.0995203


Tree=4159
num_leaves=28
num_cat=0
split_feature=5 18 17 17 17 1 17 26 17 1 1 1 8 1 17 6 6 1 5 5 18 18 3 3 3 18 17
split_gain=0.00942367 0.0188788 0.0149099 0.144256 0.0174222 0.0243587 0.0209008 0.0153053 0.0138609 0.0148159 0.0688773 0.0253199 0.0359169 0.0143277 0.00972307 0.0237729 0.0223217 0.0260248 0.0132168 0.0103839 0.0216428 0.0161432 0.0105253 0.0232581 0.0134511 0.0268556 0.012358
threshold=-0.0038499999999999997 -0.099739999999999995 -0.011174999999999999 -0.014289999999999999 -0.038314999999999995 -0.078509999999999983 -0.043894999999999997 0.088245000000000032 -0.0090649999999999984 -0.080844999999999986 -0.079434999999999992 -0.082489999999999994 -0.085605000000000001 -0.077634999999999996 -0.0069749999999999994 0.11884000000000002 0.086420000000000011 -0.28064499999999998 -0.0018599999999999999 0.024640000000000006 -0.07989499999999998 -0.089674999999999991 0.087325000000000028 0.084895000000000012 0.091065000000000021 -0.034774999999999993 -0.092649999999999996
decision_type=2 2 2 2 2 2 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 -6 7 -3 -4 11 -11 12 -10 -12 18 16 17 -16 -2 20 21 -20 23 -21 25 -24 -26
right_child=14 2 8 -5 5 -7 -8 -9 9 10 13 -13 -14 -15 15 -17 -18 -19 19 22 -22 -23 24 -25 26 -27 -28
leaf_value=-0.0016664941919313889 0.001586506771766261 -0.00046846224059137376 0.0016549936605462971 -0.0053215066671945341 0.0025670995764665466 -0.00022211243674006699 -0.0023356372910119699 0.00077891997212801989 -0.0017905839245581999 0.0038511282980092385 -0.0013622631242863133 -0.0021587684643675363 0.0011753862918344232 9.1610503612570238e-05 -0.00042655883773954289 0.0026791622785635643 -0.0011246183188035131 0.0029079308148593549 -0.00094660115027467458 -6.3454421200928457e-05 -0.0019448267371268992 0.0016329387689130307 -0.0020569334665123543 0.0025406128600438853 0.00032062964560615383 0.00088609184524747876 -0.0012430309206643538
leaf_weight=78 54 342 53 56 55 70 46 136 67 48 71 79 102 1230 46 51 70 46 50 90 78 46 81 54 543 49 55
leaf_count=78 54 342 53 56 55 70 46 136 67 48 71 79 102 1230 46 51 70 46 50 90 78 46 81 54 543 49 55
internal_value=0 -0.000142614 -9.17943e-05 -0.000475037 -5.55896e-05 0.000998592 -0.000308627 -0.000111846 7.14586e-05 1.83928e-05 0.000148862 -0.000687994 0 1.16384e-05 0.000188136 0.000803937 0.000208535 0.00123179 6.81506e-05 -9.45231e-06 -0.000712134 0.000280901 0.000129823 0.000907386 -2.28563e-05 -0.000941342 0.000175446
internal_weight=0 2433 2355 705 649 125 524 478 1650 1597 1349 248 169 1301 1313 213 162 92 1100 1046 174 96 872 144 728 130 598
internal_count=3746 2433 2355 705 649 125 524 478 1650 1597 1349 248 169 1301 1313 213 162 92 1100 1046 174 96 872 144 728 130 598
is_linear=0
shrinkage=0.0995203


Tree=4160
num_leaves=13
num_cat=0
split_feature=10 17 9 3 9 20 3 20 3 9 20 20
split_gain=0.0516164 0.00657543 0.0137807 0.013237 0.00574374 0.00511306 0.0186212 0.00591132 0.0339844 0.0225575 0.0120777 0.0106246
threshold=0.096215000000000023 0.51326500000000019 0.095415000000000014 0.095240000000000019 0.15091000000000004 -0.15615999999999999 0.10850000000000003 -0.085594999999999991 0.087625000000000022 0.088825000000000029 -0.084474999999999995 -0.083330000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1 8 -7 -10 -9 -12
right_child=-2 2 -4 -5 -6 7 -8 10 9 -11 11 -13
leaf_value=0.00044220308760106438 0.0032641117754166195 -0.00018761428331776623 0.00072067531942473497 -0.0024211817636528668 0.00094682643561570974 0.0020867637061948246 -0.0021266878448724879 -0.0014856515117935615 -0.0010796350804234476 0.00099863378344163477 0.0014132398102957911 4.1754344621225205e-06
leaf_weight=66 49 56 51 51 68 90 48 53 125 88 54 2935
leaf_count=66 49 56 51 51 68 90 48 53 125 88 54 2935
internal_value=0 1.23852e-05 -0.000615394 -0.00125986 4.07401e-05 2.26908e-05 -0.000632255 4.52565e-05 0.000464469 -0.000217164 3.23153e-06 2.99058e-05
internal_weight=0 3685 158 107 3527 3459 114 3345 303 213 3042 2989
internal_count=3734 3685 158 107 3527 3459 114 3345 303 213 3042 2989
is_linear=0
shrinkage=0.0995203


Tree=4161
num_leaves=15
num_cat=0
split_feature=22 26 3 2 2 8 8 9 9 26 6 8 8 30
split_gain=0.0420402 0.00855167 0.0271858 0.0300512 0.0481237 0.0204898 0.0244114 0.00890102 0.0119288 0.0126208 0.00885272 0.00661304 0.021159 0.00783168
threshold=0.13264000000000004 0.10924500000000002 0.090595000000000023 -0.080644999999999994 -0.072624999999999981 -0.045194999999999999 -0.062834999999999988 0.11201500000000002 0.10679000000000001 0.10393000000000002 -0.047249999999999993 0.10528000000000003 0.18287500000000004 0.086750000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -4 -5 6 -6 8 9 11 -9 13 -13 -1
right_child=-2 2 3 4 5 -7 -8 10 -10 -11 -12 12 -14 -15
leaf_value=-0.00010090071251937237 0.0030075202973717215 0.0021496301913331 -0.0022795438873661695 0.0023521065000034255 -0.00015053090335561035 0.00085725598688906018 -0.0029141434526403589 3.8677410670963242e-05 -0.0016521768617087302 -0.0015912193883167015 0.0016908325575577239 0.0021378491692608686 -0.00049795378349841597 0.00056134703241594842
leaf_weight=2703 47 75 47 91 95 86 48 76 47 52 57 55 66 189
leaf_count=2703 47 75 47 91 95 86 48 76 47 52 57 55 66 189
internal_value=0 1.1893e-05 0.000422741 6.76034e-05 0.000414899 -0.000351334 -0.0010839 -4.38162e-05 -7.81291e-05 -5.37248e-05 0.000752899 -2.69182e-05 0.000693373 -5.7338e-05
internal_weight=0 3687 442 367 320 229 143 3245 3112 3065 133 3013 121 2892
internal_count=3734 3687 442 367 320 229 143 3245 3112 3065 133 3013 121 2892
is_linear=0
shrinkage=0.0995203


Tree=4162
num_leaves=17
num_cat=0
split_feature=10 10 8 8 26 9 21 9 8 5 2 5 17 9 1 9
split_gain=0.0427705 0.00791384 0.00947453 0.0111398 0.0105286 0.0346104 0.0599875 0.0377029 0.00844195 0.0121584 0.0103694 0.00954984 0.0163284 0.00813614 0.0279571 0.018924
threshold=0.09056500000000002 0.086165000000000019 -0.092094999999999996 -0.090809999999999988 0.11081000000000002 0.11296000000000002 0.086835000000000009 0.096305000000000016 -0.09602999999999999 -0.092864999999999989 0.50951500000000005 0.15100500000000003 -0.090304999999999996 0.095785000000000023 -0.07002499999999999 0.094010000000000024
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 7 -7 -6 10 -10 11 12 -1 15 -15 -5
right_child=-2 -3 3 4 5 6 -8 -9 9 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.0020473845473676661 0.0023212146974203552 -0.0010307225243706092 0.0012788376973368624 -7.9937250565222776e-06 7.5602035810970982e-05 -0.002806003094125971 0.0015188600418807731 0.0027214647364361307 0.00011790066606873204 -0.0019358627536991922 0.0011656303050536863 0.00095385030369374334 -0.00021670664201347444 -0.0025655731706332686 -7.4347402297103492e-05 0.0013363885348694851
leaf_weight=57 80 73 76 2112 112 66 61 103 47 70 52 51 325 53 287 109
leaf_count=57 80 73 76 2112 112 66 61 103 47 70 52 51 325 53 287 109
internal_value=0 -4.75368e-06 1.59325e-05 8.89207e-05 5.74869e-05 0.000576173 -0.000722261 0.00134696 -0.00034389 -0.00110385 -0.000158872 -0.000319825 -0.000492014 -1.14597e-05 -0.000465094 5.7616e-05
internal_weight=0 3654 3581 2979 2903 342 127 215 602 117 485 433 382 2561 340 2221
internal_count=3734 3654 3581 2979 2903 342 127 215 602 117 485 433 382 2561 340 2221
is_linear=0
shrinkage=0.0995203


Tree=4163
num_leaves=12
num_cat=0
split_feature=22 28 26 9 27 3 7 3 26 18 6
split_gain=0.0337379 0.00631068 0.00801695 0.0159801 0.0070749 0.00913033 0.0180809 0.014619 0.0217441 0.014135 0.00630275
threshold=0.13264000000000004 0.10217500000000003 0.15222000000000005 0.11351500000000002 0.096090000000000023 0.097095000000000029 -0.009689999999999999 0.096035000000000023 0.11538500000000003 0.10307000000000002 -0.09007999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 -7 8 -1 -8 -6
right_child=-2 -3 3 -5 10 6 9 -9 -10 -11 -12
leaf_value=-2.7613162388067479e-05 0.0026899822295624455 -0.0011390975362952768 0.0021780267420691501 -0.00017814238000014775 0.0011819799664066712 -0.002174501706396775 -2.9467934713178376e-05 0.0015660952784036161 0.0015278182480309265 -0.0010236287630355993 -0.00016309150837536592
leaf_weight=2063 47 47 50 65 91 47 946 64 93 167 54
leaf_count=2063 47 47 50 65 91 47 946 64 93 167 54
internal_value=0 6.39824e-06 2.14139e-05 0.000839161 -5.03216e-06 -3.4465e-05 -0.000260915 8.34916e-05 3.91014e-05 -0.000179372 0.000675411
internal_weight=0 3687 3640 115 3525 3380 1160 2220 2156 1113 145
internal_count=3734 3687 3640 115 3525 3380 1160 2220 2156 1113 145
is_linear=0
shrinkage=0.0995203


Tree=4164
num_leaves=15
num_cat=0
split_feature=10 5 2 2 9 3 27 2 3 5 2 3 17 20
split_gain=0.00802397 0.00865854 0.00875377 0.00803695 0.0173153 0.0222486 0.0341829 0.0101023 0.0325383 0.0500113 0.0159466 0.0112092 0.00683695 0.00419833
threshold=0.091080000000000022 0.6362850000000001 -0.24206999999999998 -0.10018999999999999 0.095415000000000014 0.08785500000000003 0.076710000000000014 -0.086414999999999992 0.092200000000000018 -0.018754999999999997 -0.086050000000000001 0.08622500000000001 -0.015464999999999998 -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 5 12 -7 8 9 -5 -9 -12 -4 -6
right_child=-2 -3 3 7 13 6 -8 10 -10 -11 11 -13 -14 -15
leaf_value=-0.0013027139695648954 -0.00094159138043476429 0.0014354531116284974 -0.00063538171939248891 -0.0033516841558574699 8.4427171124734347e-05 0.0033775385677446259 -9.7912026366363554e-05 0.0018434954362943239 0.0012572403230608406 -0.00027457949625062978 -0.00035088775867395474 0.00016242631510800931 0.0009398002364455467 -0.0012040102305318802
leaf_weight=46 78 46 65 65 49 70 46 51 90 272 517 2265 47 49
leaf_count=46 78 46 65 65 49 70 46 51 90 272 517 2265 47 49
internal_value=0 7.78504e-05 6.04307e-05 7.8145e-05 0.000549437 0.00102621 0.00199229 3.07647e-05 -0.000420125 -0.000870516 9.90134e-05 6.6739e-05 1.83231e-05 -0.000551438
internal_weight=0 3678 3632 3586 326 228 116 3260 427 337 2833 2782 112 98
internal_count=3756 3678 3632 3586 326 228 116 3260 427 337 2833 2782 112 98
is_linear=0
shrinkage=0.0995203


Tree=4165
num_leaves=17
num_cat=0
split_feature=0 18 20 20 2 20 4 0 10 17 10 2 8 0 7 21
split_gain=0.00729448 0.0234831 0.016679 0.0307692 0.0387041 0.0163047 0.0200549 0.00984611 0.00976387 0.0100428 0.00992375 0.0124309 0.00925546 0.00836766 0.010395 0.0132973
threshold=-0.110495 -0.091869999999999993 -0.069434999999999983 -0.0073549999999999996 0.10274500000000002 -0.078534999999999994 0.089860000000000023 -0.1021 0.091080000000000022 0.51734000000000024 0.086275000000000018 -0.241895 -0.084044999999999995 -0.142265 1.0000000180025095e-35 0.10584500000000002
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 6 -3 -2 9 10 11 -9 -13 14 15 -5
right_child=7 2 3 13 -6 -7 -8 8 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.0021351010295114895 -0.0010438823636434616 0.0009465856194066423 0.0041708573173186957 -0.001357228572495873 0.00011300389356392178 -0.0022157698199413117 -0.0012792735362164194 -0.0015710044693218201 -0.0013203383310187605 -0.00099833984032571439 0.0015252990624145227 -0.00016078686419048217 0.00021552578845397954 0.00098229689751551321 0.0008242303897048397 0.00066556520216471294
leaf_weight=66 89 86 46 104 48 46 75 46 53 89 46 1018 1771 68 59 46
leaf_count=66 89 86 46 104 48 46 75 46 53 89 46 1018 1771 68 59 46
internal_value=0 0.000355717 0.000151118 0.000551563 0.00210747 -0.000562631 -8.52207e-05 -1.20374e-05 1.80703e-05 4.223e-05 7.46595e-05 5.0833e-05 7.78761e-05 2.0609e-05 -0.000288368 -0.000731448
internal_weight=0 644 578 371 94 207 161 3112 3023 2970 2881 2835 2789 277 209 150
internal_count=3756 644 578 371 94 207 161 3112 3023 2970 2881 2835 2789 277 209 150
is_linear=0
shrinkage=0.0995203


Tree=4166
num_leaves=15
num_cat=0
split_feature=10 10 10 2 6 1 9 2 21 6 21 2 1 2
split_gain=0.00571761 0.00658436 0.00901459 0.00583399 0.0155795 0.0259387 0.00957247 0.00941243 0.0292362 0.0252976 0.0183385 0.0174647 0.0208668 0.0197845
threshold=0.090150000000000022 0.087275000000000019 0.08235000000000002 -0.10018999999999999 -0.07664 -0.018369999999999997 0.083760000000000015 -0.085944999999999994 -0.015149999999999999 0.08866000000000003 -0.08861999999999999 -0.084869999999999987 -0.019984999999999999 -0.084474999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 10 -10 -5 12 -9 -13
right_child=-2 -3 -4 7 5 -7 -8 11 9 -11 -12 13 -14 -15
leaf_value=-0.00078605993673283689 -0.00074624981777603747 0.001156446545539033 -0.001239130636767039 -0.00054912235824727308 -0.00052103843779684211 0.0030236952343693246 0.0010089237819352096 0.0023698123567345336 0.00050245373282693025 -0.0012267976473713741 -0.0033386982828271946 -0.0019115054560739349 -0.00027084776571200748 8.6618276664385483e-05
leaf_weight=69 88 54 53 48 71 46 93 71 289 118 47 50 50 2609
leaf_count=69 88 54 53 48 71 46 93 71 289 118 47 50 50 2609
internal_value=0 6.4968e-05 4.84327e-05 6.7826e-05 0.000504909 0.000932982 0.000341571 3.04206e-05 -0.000365834 0 -0.00193785 0.000102269 0.00127187 4.87375e-05
internal_weight=0 3668 3614 3561 279 210 164 3282 502 407 95 2780 121 2659
internal_count=3756 3668 3614 3561 279 210 164 3282 502 407 95 2780 121 2659
is_linear=0
shrinkage=0.0995203


Tree=4167
num_leaves=26
num_cat=0
split_feature=0 18 18 4 4 2 3 4 0 26 5 8 8 0 9 3 9 0 3 3 3 3 5 3 9
split_gain=0.0056225 0.0192971 0.0129483 0.0129592 0.0223682 0.0223171 0.0208834 0.0116048 0.00832655 0.00837025 0.0300736 0.0274515 0.0309726 0.0233727 0.0118624 0.0332138 0.0625543 0.0273769 0.0172382 0.0190499 0.0136212 0.0322201 0.0340908 0.0127161 0.0119293
threshold=-0.110495 -0.091869999999999993 -1.0000000180025095e-35 0.077235000000000012 0.08544000000000003 -0.080254999999999993 0.090995000000000006 0.10022000000000002 -0.1021 0.11575500000000001 -0.081415000000000001 -0.052214999999999998 -0.041669999999999992 -0.07298499999999998 0.09032500000000003 0.089985000000000023 0.08938500000000002 -0.082794999999999994 0.089395000000000016 0.08895500000000002 0.090135000000000021 0.092510000000000023 -0.012464999999999999 0.086465000000000028 0.09296500000000002
decision_type=2 2 2 2 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 -4 -6 -8 -2 14 -11 13 -13 -12 15 18 17 -17 19 -10 23 22 -22 -16 -23
right_child=8 2 3 4 6 -7 7 -9 9 10 11 12 -14 -15 20 16 -18 -19 -20 -21 21 24 -24 -25 -26
leaf_value=0.0019218351725295581 -0.0009629062233404513 -0.0011330823048371643 0.0028938602783498317 -0.0020463392653433414 0.0020482253151921973 0.00014323638092595583 -0.0014835858232891974 0.00023062286967204915 -0.00017517653862170537 0.0021130320681232613 -0.00058120329560416948 -0.0026776286118985562 0.00032510122823436159 0.0023578832426711699 -0.00032661183986923599 0.0016779009896740918 0.0042430961878317797 -3.1646274461802652e-05 -0.0018161852461525696 0.0017045526521964395 -0.0036917265591459632 0.00064842072158254591 -8.0932081596386769e-05 0.001697956076268325 -0.00042541396353886504
leaf_weight=66 89 71 47 46 56 79 47 232 1131 84 46 61 76 63 63 127 47 341 60 56 59 124 47 59 579
leaf_count=66 89 71 47 46 56 79 47 232 1131 84 46 61 76 63 63 127 47 341 60 56 59 124 47 59 579
internal_value=0 0.000308825 0.000123224 0.000300771 9.25537e-06 0.00117576 0.00029396 -5.52167e-05 -1.40345e-05 1.36304e-05 0.000486904 -6.50315e-05 -0.00100591 0.00111002 -4.40605e-05 0.000107417 0.000780054 0.00043052 -0.00016972 -8.58054e-05 -0.000331624 -0.000480031 -0.00209844 0.000645773 -0.000234839
internal_weight=0 644 578 507 381 126 335 279 3112 3023 330 246 137 109 2693 1762 515 468 1247 1187 931 809 106 122 703
internal_count=3756 644 578 507 381 126 335 279 3112 3023 330 246 137 109 2693 1762 515 468 1247 1187 931 809 106 122 703
is_linear=0
shrinkage=0.0995203


Tree=4168
num_leaves=21
num_cat=0
split_feature=18 6 18 17 0 5 18 8 6 3 20 19 20 18 8 4 0 20 20 18
split_gain=0.0126524 0.0200591 0.0126138 0.0141076 0.0178306 0.0266101 0.0303409 0.017228 0.0131122 0.0097076 0.0295209 0.00931651 0.00787498 0.0171971 0.0225349 0.0159482 0.0145724 0.0396756 0.00985974 0.00604808
threshold=0.19545000000000004 0.041585000000000011 -0.26631499999999997 -0.16207999999999997 -0.08269 0.11083500000000003 0.022040000000000008 -0.073999999999999996 0.084050000000000027 0.11462500000000002 -0.076005000000000003 0.13546500000000003 -0.071149999999999991 0.088635000000000019 -0.084044999999999995 0.086545000000000025 -0.225295 -1.0000000180025095e-35 -0.064180000000000001 -0.020389999999999998
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 9 4 8 -6 7 -7 19 -1 -11 12 13 15 -15 -5 17 -14 -18 -4
right_child=1 -3 3 11 5 6 -8 -9 -10 10 -12 -13 16 14 -16 -17 18 -19 -20 -21
leaf_value=0.0020518566973581264 -9.655210827208049e-05 0.0025116407690271483 0.0005028677447798161 0.00034045268123988101 -0.0031700125928750523 -0.0013769782337890199 -0.0029549438664788121 0.00036185899576334505 0.0017026325050948973 -0.0015748482696582439 0.0017495421349288094 -0.0012756518719500283 -0.0032347894762229054 6.3710134847860295e-06 0.0027150663209901129 -0.0010185037435648564 0.0014486026855045264 0.000581260784169037 -2.4736432557051309e-05 -0.0010873912093966028
leaf_weight=47 67 51 46 501 46 82 46 180 49 46 62 54 50 60 63 103 46 58 2030 48
leaf_count=47 67 51 46 501 46 82 46 180 49 46 62 54 50 60 63 103 46 58 2030 48
internal_value=0 0.00102378 -2.33495e-05 -6.28942e-05 -0.000553641 -0.000933177 -0.000596445 -0.000179233 0.000380183 0.000854619 0.000326018 1.90899e-05 4.3389e-05 0.00032725 0.00140041 0.000107355 -5.07267e-05 -0.00117785 7.51551e-06 -0.000300471
internal_weight=0 118 3617 3462 497 354 308 262 143 155 108 2965 2911 727 123 604 2184 108 2076 94
internal_count=3735 118 3617 3462 497 354 308 262 143 155 108 2965 2911 727 123 604 2184 108 2076 94
is_linear=0
shrinkage=0.0995203


Tree=4169
num_leaves=26
num_cat=0
split_feature=36 1 1 5 2 2 17 2 5 2 9 20 21 26 2 6 26 6 0 1 2 6 17 17 1
split_gain=0.00767176 0.00980627 0.00952204 0.00716097 0.0157765 0.0363417 0.0451908 0.0262692 0.0250776 0.0204417 0.0648892 0.0142757 0.024732 0.0161717 0.0204059 0.022907 0.0148929 0.017575 0.0134076 0.0129536 0.0209725 0.015029 0.0123688 0.0181915 0.0126292
threshold=0.088355000000000031 0.41897000000000012 0.51613500000000012 -0.0070049999999999999 -0.081734999999999988 -0.082404999999999992 -0.0023699999999999997 -0.082830000000000001 -0.0087549999999999989 -0.080914999999999987 0.086115000000000011 -0.011659999999999998 -0.047889999999999995 0.084645000000000012 -0.089549999999999991 0.041585000000000011 0.090455000000000021 -0.077560000000000004 -0.052884999999999995 0.26435500000000006 -0.022909999999999996 -0.091704999999999995 -0.14169499999999999 -0.239145 -0.088694999999999982
decision_type=2 2 2 2 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 7 -7 8 -1 10 -6 13 -13 14 -5 -16 17 -15 -18 21 -21 -11 23 -14 -24
right_child=1 -3 -4 11 9 6 -8 -9 -10 19 -12 12 22 16 15 -17 18 -19 -20 20 -22 -23 24 -25 -26
leaf_value=0.00052901002151375053 -0.00010442308983493935 0.0019346840673159955 -0.0011719384492859864 -0.00064809493511499227 0.0010976967858791261 0.0040395640853602248 -0.00012058857866287747 -0.0019268500711930817 -0.0016958861478947086 0.00078369720964928922 -0.0041780303551756321 -0.0026341694875387641 -0.00034631821490927432 -0.0025193307481360598 0.0022971160350118165 -0.00013813910363088966 0.00086293545241195914 4.2265624598954706e-05 -0.0010638908413821268 -0.002566527781601719 -0.00018187903984939028 -8.1273740362866438e-05 0.00056250180469809969 -0.002081249470007335 -0.00044765018205789454
leaf_weight=685 46 46 69 63 46 58 46 53 54 279 46 47 265 51 109 58 124 54 50 46 182 689 235 78 256
leaf_count=685 46 46 69 63 46 58 46 53 54 279 46 47 265 51 109 58 124 54 50 46 182 689 235 78 256
internal_value=0 0.000906233 -1.38783e-05 8.25032e-06 0.000120852 0.00044172 0.00219163 0.000210901 0.000365325 -0.000101726 -0.00153127 -0.000168083 -0.000410858 0.000250515 0.000869158 0.00144644 -0.000256543 -0.00119414 0.000304545 7.55491e-06 -0.000666583 0.000167185 -0.000284582 -0.000743238 3.41565e-05
internal_weight=0 92 3643 3574 2184 896 104 792 739 1288 92 1390 881 509 230 167 279 105 174 1196 228 968 834 343 491
internal_count=3735 92 3643 3574 2184 896 104 792 739 1288 92 1390 881 509 230 167 279 105 174 1196 228 968 834 343 491
is_linear=0
shrinkage=0.0995203


Tree=4170
num_leaves=12
num_cat=0
split_feature=36 1 1 10 9 5 5 5 6 5 2
split_gain=0.00620991 0.00796497 0.00771867 0.00582465 0.0262904 0.0134106 0.00673457 0.0161103 0.0145077 0.0157079 0.0117277
threshold=0.088355000000000031 0.41897000000000012 0.51613500000000012 0.086165000000000019 0.098465000000000011 0.5252300000000002 -0.0070049999999999999 -0.0083599999999999994 -0.096934999999999993 -0.0047599999999999995 -0.086050000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 10 -8 -10 -1
right_child=1 -3 -4 4 -6 -7 8 -9 9 -11 -12
leaf_value=0.00055600440466680367 -9.4030899131675261e-05 0.0017421438805110905 -0.0010553069508723492 -0.0019055084196046438 0.00078103619341175279 0.0013679933116095635 0.0013286170509102073 0.0016088734423176162 -0.001703333981833181 -0.00016441889566488595 -5.2876617199167215e-05
leaf_weight=386 46 46 69 75 69 73 60 69 70 1116 1656
leaf_count=386 46 46 69 75 69 73 60 69 70 1116 1656
internal_value=0 0.000815159 -1.26536e-05 7.2469e-06 -0.000612521 3.3505e-05 4.24185e-06 0.000112774 -0.000178979 -0.000255939 6.18195e-05
internal_weight=0 92 3643 3574 144 3430 3357 2111 1246 1186 2042
internal_count=3735 92 3643 3574 144 3430 3357 2111 1246 1186 2042
is_linear=0
shrinkage=0.0995203


Tree=4171
num_leaves=21
num_cat=0
split_feature=18 1 18 26 8 5 2 26 5 3 9 10 26 18 3 1 5 5 3 3
split_gain=0.0108726 0.0165503 0.0086599 0.013165 0.0192082 0.00856475 0.0153451 0.0164511 0.0457811 0.018252 0.0135991 0.0107453 0.00714193 0.019188 0.0270799 0.0181847 0.0104906 0.0192883 0.0149595 0.00887979
threshold=0.19545000000000004 -0.038989999999999997 -0.26631499999999997 0.095525000000000013 0.0012600000000000003 0.19791500000000004 0.096520000000000022 0.086255000000000012 0.27287000000000011 0.090295000000000028 0.092605000000000021 0.086165000000000019 0.11991000000000003 0.089365000000000014 0.10684000000000003 0.04735000000000001 0.11083500000000003 0.066815000000000027 0.091140000000000013 0.16149500000000003
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 12 7 8 -7 -9 -11 -10 16 15 -15 -14 17 19 -18 -4
right_child=1 -3 5 -5 -6 6 -8 9 11 10 -12 -13 13 14 -16 -17 18 -19 -20 -21
leaf_value=0.002644573379009313 0.0020499444286781209 -0.00030148494209199423 7.5075642543965702e-05 -0.00063404701192463771 -1.984871467960356e-05 -0.0040308782717174965 0.00067790157178039762 0.0015500193725493533 0.0007115102932930854 -0.0019662124882110243 0.00019433939342498099 -0.0013674810951613699 0.0017806979418433344 -0.0029317629611755533 0.00020190036719106285 -0.00076593533435194352 -5.6484049300845887e-05 -0.0017749578991212774 0.0023376897021495512 -0.0010228109749446321
leaf_weight=54 63 55 2609 49 52 50 86 46 49 53 62 49 50 59 50 62 56 59 47 75
leaf_count=54 63 55 2609 49 52 50 86 46 49 53 62 49 50 59 50 62 56 59 47 75
internal_value=0 0.000947002 -2.37005e-05 0.000703673 0.00132978 -5.65028e-05 -0.000492682 -0.000821124 -0.00157896 -0.000119392 -0.000794275 -0.000319632 -6.02775e-08 -0.00054531 -0.00148679 0.000363646 4.19923e-05 4.66702e-06 0.00102806 4.4092e-05
internal_weight=0 118 3617 155 106 3462 395 309 148 161 115 98 3067 221 109 112 2846 2743 103 2684
internal_count=3735 118 3617 155 106 3462 395 309 148 161 115 98 3067 221 109 112 2846 2743 103 2684
is_linear=0
shrinkage=0.0995203


Tree=4172
num_leaves=20
num_cat=0
split_feature=6 26 3 10 9 9 26 5 18 17 18 9 18 6 9 27 5 6 6
split_gain=0.0272734 0.0143508 0.0231829 0.016085 0.0153288 0.0444831 0.0297329 0.0179605 0.0136879 0.0200966 0.020525 0.0227879 0.0142691 0.0163088 0.0424351 0.0132342 0.0129169 0.0109439 0.00872836
threshold=0.23663500000000004 0.089005000000000015 0.08511500000000001 0.09056500000000002 0.089855000000000032 0.092150000000000024 0.088475000000000012 0.51390500000000017 0.10189500000000003 0.07134500000000002 0.15891500000000006 0.097365000000000021 0.094870000000000024 0.11413500000000003 0.094010000000000024 -0.086859999999999993 0.2686150000000001 0.10737000000000003 -0.0092549999999999993
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 6 -6 15 18 12 10 11 -10 13 17 -15 -1 -17 -4 -7
right_child=-2 2 8 -5 5 7 -8 -9 9 -11 -12 -13 -14 14 -16 16 -18 -19 -20
leaf_value=-0.0012686098778519903 -0.0024133492312064112 -0.0019180120586191889 -0.00019310762635922673 0.0017033725075435054 -0.0025042733056911026 5.3056978434990799e-05 0.0022530014851713264 -0.0013239832616928596 0.0005322593977050271 -0.00079532615001630879 -0.00058840672198718085 0.0031349711501609534 -0.0020307992166913179 -0.0036244995789861049 0.0004898683444619059 0.0001325509018273421 0.0013276162663384402 0.0013551584255466287 0.0012868299468093288
leaf_weight=63 47 79 760 64 83 180 69 72 77 87 55 60 47 47 52 1642 95 48 84
leaf_count=63 47 79 760 64 83 180 69 72 77 87 55 60 47 47 52 1642 95 48 84
internal_value=0 -4.40567e-07 -0.000264371 0.000146438 0.00010253 -0.000440857 0.000224786 6.64202e-05 -0.000157756 0.00045415 0.00102458 0.00167811 -0.000337568 -0.000248924 -0.00145515 0.000146583 0.000198383 -0.000100118 0.000448722
internal_weight=0 3664 1312 2352 2288 419 1869 336 1233 279 192 137 954 907 99 1800 1737 808 264
internal_count=3711 3664 1312 2352 2288 419 1869 336 1233 279 192 137 954 907 99 1800 1737 808 264
is_linear=0
shrinkage=0.0995203


Tree=4173
num_leaves=14
num_cat=0
split_feature=6 18 7 17 18 6 21 18 2 3 3 17 3
split_gain=0.0221155 0.0111971 0.00963633 0.0104073 0.0271243 0.0148473 0.0111232 0.0100493 0.0188946 0.0232113 0.00894557 0.0157684 0.0144478
threshold=0.23663500000000004 -0.46879999999999999 -0.074779999999999999 0.40057000000000009 -0.070914999999999992 0.10877500000000002 0.096665000000000015 -0.094389999999999988 -0.13088999999999998 0.098755000000000023 0.10134000000000003 0.10932500000000002 0.11523000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 6 -6 8 -4 -10 11 -9 -12
right_child=-2 2 3 4 5 -7 -8 10 9 -11 12 -13 -14
leaf_value=0.0014087053198771553 -0.0021731722326179337 0.0011014713671647909 -0.0020057523945986163 -0.0026712869542255776 -0.0011378203086455723 0.0010698064419374393 0.00051783498733454518 -0.00013324667905788672 0.00039993481091733253 -0.001137626927293131 0.00082152383839691353 0.0007738826023069035 -2.7898053872902246e-05
leaf_weight=55 47 74 64 52 132 69 57 1736 263 154 366 213 429
leaf_count=55 47 74 64 52 132 69 57 1736 263 154 366 213 429
internal_value=0 -3.52268e-07 -2.20527e-05 -4.58036e-05 -0.000596605 -0.000175278 -0.000634164 6.88777e-06 -0.000412432 -0.000165931 8.06894e-05 -3.36894e-05 0.000362127
internal_weight=0 3664 3609 3535 310 258 189 3225 481 417 2744 1949 795
internal_count=3711 3664 3609 3535 310 258 189 3225 481 417 2744 1949 795
is_linear=0
shrinkage=0.0995203


Tree=4174
num_leaves=18
num_cat=0
split_feature=20 26 3 10 9 9 26 0 3 3 0 26 0 17 3 3 8
split_gain=0.0273434 0.0126282 0.0184884 0.0128817 0.0111191 0.0373575 0.0242383 0.0151847 0.0298769 0.0171384 0.0133738 0.0417856 0.0238204 0.010871 0.00894458 0.0175848 0.0111594
threshold=-0.40431 0.089005000000000015 0.08511500000000001 0.09056500000000002 0.089855000000000032 0.092150000000000024 0.088435000000000027 -0.057604999999999996 0.11089500000000001 0.10038500000000002 -0.084369999999999987 0.086255000000000012 -0.084964999999999999 0.51734000000000024 0.087235000000000021 0.087975000000000012 -0.074504999999999988
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 10 9 -9 -7 12 -12 -2 14 -4 -16 -17
right_child=1 2 13 -5 5 7 -8 8 -10 -11 11 -13 -14 -15 15 16 -18
leaf_value=-0.0022913830212162663 2.2387450990848064e-05 -0.0017176613034457289 0.00096403693385669622 0.0015383360824748481 -0.0022470593639721541 -0.00021330560132988696 0.0019291152105661714 0.00046252323125264112 -0.0025632182658273822 0.001577488093804838 9.7453523723678849e-05 0.0020728250808307808 -0.0022001922584471358 -0.0016473349514042421 -0.0019636119337075333 0.00023817474529241848 -0.00040885794786522651
leaf_weight=52 1053 79 75 64 83 111 78 82 53 100 545 132 50 46 51 552 505
leaf_count=52 1053 79 75 64 83 111 78 82 53 100 545 132 50 46 51 552 505
internal_value=0 6.70707e-06 -0.000240928 0.000144829 0.000105475 -0.000350484 0.000211194 0.000102109 -0.000719297 0.000631532 0.000135454 0.000483817 -7.7622e-05 -0.000145337 -8.62415e-05 -0.000158073 -7.01818e-05
internal_weight=0 3659 1308 2351 2287 429 1858 346 135 211 1780 677 1103 1229 1183 1108 1057
internal_count=3711 3659 1308 2351 2287 429 1858 346 135 211 1780 677 1103 1229 1183 1108 1057
is_linear=0
shrinkage=0.0995203


Tree=4175
num_leaves=25
num_cat=0
split_feature=20 26 3 2 26 6 26 8 0 26 18 20 26 26 17 9 8 18 17 2 17 17 9 2
split_gain=0.0221722 0.0103879 0.0127863 0.0448309 0.0126949 0.0158443 0.0301998 0.0253076 0.029714 0.0161177 0.03396 0.0128493 0.022655 0.0144755 0.0101066 0.0405258 0.0421205 0.029687 0.0115681 0.0322682 0.0225117 0.0198784 0.0147848 0.0126599
threshold=-0.40431 0.088685000000000028 0.086335000000000023 -0.082139999999999991 0.088435000000000027 0.088565000000000019 0.087170000000000011 -0.085605000000000001 -0.082224999999999993 0.087575000000000028 -0.0087699999999999983 -0.080044999999999991 0.086095000000000019 0.086095000000000019 0.31480000000000002 0.093825000000000033 -0.073999999999999996 -0.049119999999999997 0.0065250000000000013 -0.079954999999999984 -0.0073949999999999997 -0.036600000000000001 0.097365000000000021 -0.069129999999999983
decision_type=2 2 2 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 9 7 -7 -9 11 -11 12 -2 -13 18 17 -17 -16 20 -20 21 -4 -21 -22
right_child=1 2 14 -5 -6 6 -8 8 -10 10 -12 13 -14 -15 15 16 -18 -19 19 22 23 -23 -24 -25
leaf_value=-0.0020633440108501874 0.00026847261941373267 -0.0027845519523145134 -0.00018073586284916317 0.0011690695796418554 0.0017726934331530925 0.0019530030591613798 0.0028268688478600532 -0.0023260591936202246 0.0005706206624107727 -0.0030970630090674843 0.00059688902998410751 1.1618647558162602e-05 0.002494090270879852 -0.0010643307598269993 -0.0040782415524362719 0.0024295225874310716 -0.0014450520299403578 -0.00055318625376491219 0.0024626052989216701 -0.00070541807511488542 -0.0019781639226054311 0.0013250260286275756 0.0010229167036318531 -7.6006371796600929e-05
leaf_weight=52 500 71 500 47 46 63 58 53 103 49 49 1194 50 138 46 57 54 50 67 129 95 105 79 56
leaf_count=52 500 71 500 47 46 63 58 53 103 49 49 1194 50 138 46 57 54 50 67 129 95 105 79 56
internal_value=0 6.03957e-06 -0.000212256 -0.00120287 0.000134927 0.000101185 0.00080617 0.000267269 -0.000408261 2.1444e-06 -0.00124173 6.7351e-05 0.00047229 -9.9239e-05 -0.000117174 -0.000751822 0.00053722 -0.0022508 9.45369e-06 0.000562931 -0.000190795 7.92417e-05 -4.50474e-05 -0.00127815
internal_weight=0 3659 1356 118 2303 2257 277 219 156 1980 98 1882 550 1332 1238 207 111 96 1031 275 756 605 208 151
internal_count=3711 3659 1356 118 2303 2257 277 219 156 1980 98 1882 550 1332 1238 207 111 96 1031 275 756 605 208 151
is_linear=0
shrinkage=0.0995203


Tree=4176
num_leaves=24
num_cat=0
split_feature=2 0 4 4 4 5 2 4 5 8 26 26 5 5 2 2 2 8 2 17 17 2 27
split_gain=0.0168215 0.0166525 0.0175131 0.0216384 0.0145925 0.0139929 0.0248635 0.0194203 0.0154611 0.0204545 0.0201222 0.0240787 0.0197953 0.013518 0.0111466 0.0347019 0.0330186 0.0310379 0.0243609 0.0126016 0.0103482 0.00778916 0.00586824
threshold=-0.13088999999999998 -0.061654999999999995 0.10210500000000002 0.10724500000000002 0.14646500000000004 -0.46834999999999999 -0.032624999999999994 0.11971000000000002 -0.079124999999999987 -0.053049999999999993 -0.019129999999999998 0.085855000000000029 -0.095169999999999991 -0.14822499999999997 -0.082174999999999984 -0.080484999999999987 -0.079739999999999991 -0.076924999999999993 -0.082594999999999988 -0.011809999999999999 -0.072334999999999997 0.08814000000000001 0.077515000000000014
decision_type=2 2 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 -4 5 6 -2 21 9 10 -7 -12 13 -11 18 17 -17 -16 19 -10 -1 -8 -22
right_child=4 2 3 -5 -6 8 7 -9 14 12 11 -13 -14 -15 15 16 -18 -19 -20 -21 22 -23 -24
leaf_value=0.0011418686918430981 -0.00073190634918830874 0.0025690768751314395 -0.0010174586111179418 0.0018969263648397469 -0.0012729894688446144 0.0015662137392992062 -0.00033551819028971702 0.002882592203064378 0.00020822097877911346 -0.0014582289912075073 -0.0013781330119304444 0.00015306317026040839 -0.002512388916680184 0.00034836603990112273 0.00071456642877977864 -0.0024304546716745869 0.00018533449530317204 0.0036130841344317452 -0.0020805374890093533 -0.00059536055097943489 -0.0014094602623787947 0.001319243901332695 4.3437456156908962e-05
leaf_weight=53 79 73 47 54 90 64 47 58 623 83 146 333 77 80 127 50 1075 52 62 280 46 68 66
leaf_count=53 79 73 47 54 90 64 47 58 623 83 146 333 77 80 127 50 1075 52 62 280 46 68 66
internal_value=0 0.000712465 0.0013917 0.000532622 -2.25956e-05 1.1217e-05 0.000724169 0.00139381 -4.73823e-05 -0.000428862 -8.90653e-05 -0.000311939 -0.00119424 -0.000566534 8.39002e-05 0.000273896 6.83494e-05 0.00156117 -0.000171992 -4.0045e-05 0 0.000635831 -0.00054598
internal_weight=0 339 174 101 3394 3304 252 173 3052 783 543 479 240 163 2269 1304 1125 179 965 903 165 115 112
internal_count=3733 339 174 101 3394 3304 252 173 3052 783 543 479 240 163 2269 1304 1125 179 965 903 165 115 112
is_linear=0
shrinkage=0.0995203


Tree=4177
num_leaves=24
num_cat=0
split_feature=2 1 4 5 5 0 1 8 17 21 17 4 21 0 0 20 0 21 26 26 7 7 0
split_gain=0.0136495 0.0177746 0.0252846 0.0123062 0.0121683 0.0319008 0.064651 0.0211812 0.0257646 0.023881 0.0344375 0.0206475 0.0145957 0.0114545 0.0139433 0.0114776 0.010714 0.00907025 0.0165279 0.0145805 0.00362062 0.00747602 0.00644849
threshold=-0.13088999999999998 -0.16272499999999998 0.10252500000000002 -0.54165499999999989 -0.082635 -0.086414999999999992 -0.079629999999999992 -0.012839999999999999 -0.011514999999999999 0.096505000000000021 -0.065004999999999993 0.13980000000000004 0.097380000000000022 -0.229625 -0.13955999999999999 -0.0058900000000000003 -0.080614999999999992 0.089350000000000027 0.091570000000000026 -0.23033499999999998 0.082295000000000021 0.051600000000000014 -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
left_child=1 2 -1 -2 5 7 -7 8 -5 10 -9 16 -10 -6 15 -15 -8 18 -16 -19 21 22 -3
right_child=3 20 -4 4 13 6 11 9 12 -11 -12 -13 -14 14 17 -17 -18 19 -20 -21 -22 -23 -24
leaf_value=0.0026933819948234917 0.0013354314909532741 0.00066063222483016075 0 0.0023575770552560363 0.0015963924271924809 -0.0040090153715070399 -0.00087200266097716729 -0.002187771884529466 -0.00020529133182943689 -0.0024595768507817872 0.0012060301989716448 -0.0023037464183167143 0.0012125228765430477 -0.002069675868778056 -0.00023980846440887864 0 0.00054692821562504117 0.0021352415914278433 0.00044405741621568635 0.00028499525351925492 -0.0007331487449623818 0.001336703215095914 -0.00088049291521909634
leaf_weight=78 65 49 61 60 48 63 90 47 294 60 80 49 95 55 1115 50 127 46 510 540 46 46 59
leaf_count=78 65 49 61 60 48 63 90 47 294 60 80 49 95 55 1115 50 127 46 510 540 46 46 59
internal_value=0 0.000641801 0.00150637 -2.03229e-05 -4.70404e-05 -0.000344994 -0.0011407 6.53342e-05 0.000437169 -0.000823089 -4.34983e-05 -0.000458286 0.000138857 7.42401e-05 4.23394e-05 -0.00107756 -3.77961e-05 9.58933e-05 -2.4676e-05 0.000431634 3.6834e-05 0.000272145 -0.000173699
internal_weight=0 339 139 3394 3329 965 329 636 449 187 127 266 389 2364 2316 105 217 2211 1625 586 200 154 108
internal_count=3733 339 139 3394 3329 965 329 636 449 187 127 266 389 2364 2316 105 217 2211 1625 586 200 154 108
is_linear=0
shrinkage=0.0995203


Tree=4178
num_leaves=13
num_cat=0
split_feature=19 2 17 2 3 10 8 9 5 30 26 5
split_gain=0.01521 0.00944442 0.0124001 0.0136456 0.0116043 0.0168459 0.0115813 0.0368387 0.0096393 0.00907824 0.00983607 0.0132743
threshold=-0.071824999999999986 -0.13088999999999998 0.10178500000000003 -0.15197999999999998 0.090360000000000024 0.086165000000000019 0.10528000000000003 0.11351500000000002 -0.54165499999999989 0.11032500000000002 -0.126245 -0.093875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 8 -8 -3 10 -10 -12
right_child=1 6 -4 -5 5 -7 7 -9 9 -11 11 -13
leaf_value=0.0013845771175736022 -0.00059251246924809666 0.0012005894005263436 -0.00098073459528245466 0.0020157544124777002 0.0020796349881428188 -7.73647582213176e-05 0.00034184646435941348 -0.0031860141246189601 0.0010123010094463926 0.0012576544598561291 -0.00049310395935079417 2.1926774656304506e-05
leaf_weight=81 78 64 47 66 66 77 77 47 83 53 626 2368
leaf_count=81 78 64 47 66 66 77 77 47 83 53 626 2368
internal_value=0 5.52582e-06 0.000510153 0.000757157 0.000377582 0.000912449 -4.50247e-05 -0.000988725 -8.13132e-06 -3.31079e-05 -5.56068e-05 -8.54849e-05
internal_weight=0 3652 334 287 221 143 3318 124 3194 3130 3077 2994
internal_count=3733 3652 334 287 221 143 3318 124 3194 3130 3077 2994
is_linear=0
shrinkage=0.0995203


Tree=4179
num_leaves=14
num_cat=0
split_feature=19 8 26 0 26 21 2 2 4 8 11 4 9
split_gain=0.0123322 0.00820059 0.0141049 0.0316547 0.0104016 0.00908187 0.013215 0.00851677 0.0140553 0.00815867 0.00814675 0.0176223 0.00623383
threshold=-0.071824999999999986 0.24614500000000003 -0.126245 -0.070664999999999992 -0.15866 -0.085574999999999998 -0.087444999999999995 -0.157135 0.10713500000000002 -0.082584999999999992 -0.122405 0.14646500000000004 0.095055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -4 8 12 -8 -9 -12 -7
right_child=1 -3 5 -5 -6 7 9 10 -10 -11 11 -13 -14
leaf_value=0.0012467838078945729 0.00087876992050627749 -0.0010042077982460498 -0.00063708551788540515 0.0030793492467578688 -0.0011056758181234251 0.00061905073867650419 0.0022307522880687515 0.00096489833156975489 -0.00080508528504561632 0.0005051473667655788 -8.0891764165771224e-05 -0.0019475986052987782 0.0021339001781373718
leaf_weight=81 59 78 49 48 47 68 52 71 46 60 2976 51 47
leaf_count=81 59 78 49 48 47 68 52 71 46 60 2976 51 47
internal_value=0 4.9982e-06 2.72525e-05 0.000959023 0 -1.44651e-05 0.00071485 -5.07457e-05 0.000654378 0.00131363 -8.76545e-05 -0.000112613 0.00124528
internal_weight=0 3652 3574 154 106 3420 161 3259 161 112 3098 3027 115
internal_count=3733 3652 3574 154 106 3420 161 3259 161 112 3098 3027 115
is_linear=0
shrinkage=0.0995203


Tree=4180
num_leaves=39
num_cat=0
split_feature=3 3 1 1 1 17 1 17 17 9 5 26 8 8 3 1 5 6 5 5 21 21 27 9 3 3 3 3 9 1 1 1 26 1 4 5 17 36
split_gain=0.0106931 0.0445898 0.0217823 0.0407997 0.0254468 0.041356 0.0373056 0.0161959 0.0530545 0.0399164 0.014583 0.0209262 0.0156955 0.0313086 0.0284427 0.0385174 0.0488034 0.0414017 0.0227727 0.0645885 0.012829 0.0202593 0.0153779 0.0116933 0.0169442 0.0133146 0.0190019 0.0108325 0.0221185 0.0200267 0.0109946 0.0172819 0.0100229 0.00935744 0.0154557 0.00810676 0.00800988 0.0117138
threshold=0.087745000000000031 0.087515000000000023 -0.090374999999999997 -0.092674999999999993 -0.0027699999999999995 -1.0000000180025095e-35 -0.007069999999999999 -0.011809999999999999 -0.0082649999999999998 0.083715000000000026 0.40249000000000007 0.095950000000000021 -0.080724999999999991 -0.081915000000000002 0.092900000000000024 -0.080349999999999991 0.066815000000000027 0.089985000000000023 -0.080724999999999991 -0.014739999999999998 -0.085574999999999998 -0.072824999999999987 0.095235000000000028 0.095415000000000014 0.11360500000000003 0.11404500000000002 0.10457000000000002 0.12870500000000004 0.11351500000000002 0.41897000000000012 -0.078729999999999994 -0.073844999999999994 -0.08274999999999999 -0.11467499999999999 0.080000000000000029 0.0029100000000000007 0.084010000000000015 0.087020000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 32 6 -6 7 9 -9 -4 12 23 13 20 15 16 17 -14 -17 -20 -2 -22 -23 25 -25 26 -12 30 29 -29 35 -32 -1 34 -34 -16 37 -7
right_child=10 -3 4 -5 5 36 -8 8 -10 -11 11 -13 14 -15 27 18 -18 -19 19 -21 21 22 -24 24 -26 -27 -28 28 -30 -31 31 -33 33 -35 -36 -37 -38 -39
leaf_value=0.00064353888556477063 0.0014218488512802844 -0.0034048839691386977 -0.0011740783660219938 -0.0037265675544114582 -0.0029886854581298986 0.0013882234363937658 0.002978314483477287 -0.0029441389512902625 0.00028946250873111516 0.0015654610813845976 -6.4891678963394241e-05 -0.0021940314268852489 0.0015174636427163837 -0.0021795762893662288 -0.0020625545057438399 -0.001053383711057915 -0.00041334981324072891 0.0054986161419442615 0.0040650807425350903 -0.00046454473830414704 -0.0017198012811552831 -0.00012131214626139372 0.0015621360545857923 0.0019292891402615769 -0.00048477285962419253 0.00054688326816261762 -0.0028983678885768243 0.00029461535532455057 -0.00082781195562996049 0.0031197589852038445 0.0016734817468352357 -0.00014294687162159613 -0.0027607336941312195 0.00018099787446704114 -0.0002737147948739872 -0.00034892523783393704 -0.0010831665919783212 -0.0006677312025575485
leaf_weight=59 55 46 76 46 66 60 49 63 247 170 47 67 54 74 46 86 46 51 46 96 74 732 58 49 69 46 48 53 55 48 57 576 47 53 54 71 49 50
leaf_count=59 55 46 76 46 66 60 49 63 247 170 47 67 54 74 46 86 46 51 46 96 74 732 58 49 69 46 48 53 55 48 57 576 47 53 54 71 49 50
internal_value=0 -0.000368482 -0.000239471 -0.00103628 8.1848e-06 -0.000894401 0.00034521 0.000111684 -0.000365048 0.000715771 -2.1258e-06 -0.000624994 8.66522e-05 -0.000210019 0.000316546 0.00104049 0.0022739 0.00345896 0.000220041 0.000997035 -5.05348e-05 -0.000145211 1.24664e-06 -0.000215943 0.000510739 -0.000829894 -0.00150516 1.27992e-05 0.000768163 0.00164536 -0.000143225 1.93247e-05 -0.000451431 -0.000876249 -0.00143915 -0.00102966 -1.99266e-05 0.000446257
internal_weight=0 1135 1089 259 830 225 605 556 310 246 2604 326 2278 993 1285 379 151 105 228 142 919 864 790 259 118 141 95 906 156 101 750 633 213 154 101 117 159 110
internal_count=3739 1135 1089 259 830 225 605 556 310 246 2604 326 2278 993 1285 379 151 105 228 142 919 864 790 259 118 141 95 906 156 101 750 633 213 154 101 117 159 110
is_linear=0
shrinkage=0.0995203


Tree=4181
num_leaves=19
num_cat=0
split_feature=9 9 9 9 9 1 0 6 17 6 9 1 17 17 21 29 26 0
split_gain=0.00748898 0.00958453 0.0422577 0.0229696 0.0145445 0.0155045 0.0147857 0.0147745 0.0127223 0.0190434 0.0367578 0.0284769 0.0127875 0.0255365 0.018224 0.00798751 0.00773149 0.00691381
threshold=0.13087500000000005 0.098720000000000016 0.097680000000000031 0.09697500000000002 0.11201500000000002 1.0000000180025095e-35 -0.054850000000000003 -0.094449999999999992 0.0041300000000000009 0.10449000000000003 0.09007500000000003 -0.007069999999999999 -0.065699999999999995 -0.069010000000000002 -0.091649999999999995 -0.10671499999999999 0.11081000000000002 -0.072039999999999979
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 6 -6 7 -3 12 11 -11 -10 13 -1 -14 -2 17 -9
right_child=15 4 -4 -5 5 -7 -8 16 9 10 -12 -13 14 -15 -16 -17 -18 -19
leaf_value=-8.4774883869951999e-05 -0.00019635443524278312 -0.0021501471816141107 0.0028620281267062323 -0.0022970978293164659 -0.00080750980106923545 0.0011380361495286304 -0.0022902036167300197 0.00016152109819559391 -0.0011880695102246257 0.0028259884979699524 -0.00051512848850257997 5.1951687977736186e-05 -0.0014796840969705969 -0.0024787167961354906 0.00039464469178449117 0.0014556297487950162 0.00087021675714262414 -0.0014577510991432966
leaf_weight=1119 53 46 48 47 80 82 68 53 390 50 93 344 54 46 1002 62 52 50
leaf_count=1119 53 46 48 47 80 82 68 53 390 50 93 344 54 46 1002 62 52 50
internal_value=0 -0.000127665 -6.79114e-05 -0.000112889 -0.000568442 0.00017222 -0.00101753 -0.000582905 -7.94884e-05 -0.00040053 0.00064737 -0.0006058 4.69117e-05 -0.000180002 0.000298023 0.000687162 -0.000112506 -0.000616586
internal_weight=0 3624 3193 3145 431 162 269 201 3098 877 143 734 2221 1165 1056 115 155 103
internal_count=3739 3624 3193 3145 431 162 269 201 3098 877 143 734 2221 1165 1056 115 155 103
is_linear=0
shrinkage=0.0995203


Tree=4182
num_leaves=40
num_cat=0
split_feature=3 3 1 1 0 0 0 2 2 6 3 6 26 2 21 21 3 9 21 8 8 9 1 26 26 9 0 9 2 0 9 21 21 19 0 21 2 19 8
split_gain=0.00857063 0.0364197 0.0201645 0.0325592 0.024048 0.0614504 0.0458843 0.0415876 0.0511458 0.0446486 0.0186961 0.0267012 0.00899409 0.0122151 0.00888192 0.0131895 0.047701 0.0246172 0.0173631 0.0130899 0.0274331 0.0220175 0.0425008 0.0264699 0.0310312 0.025893 0.0589476 0.0155382 0.0436529 0.0339761 0.0147959 0.0143163 0.0141125 0.0149476 0.0138593 0.0136012 0.0107607 0.0199975 0.0120332
threshold=0.087745000000000031 0.087445000000000023 -0.090374999999999997 -0.092674999999999993 -0.085605000000000001 -0.086304999999999993 -0.084154999999999994 -0.086050000000000001 -0.090394999999999989 0.087075000000000027 0.086335000000000023 0.086420000000000011 -0.08274999999999999 -0.088385000000000005 0.093835000000000016 0.10068500000000002 0.096775000000000014 0.092855000000000021 0.10323500000000002 -0.080724999999999991 -0.081915000000000002 0.092855000000000021 -0.035694999999999998 0.098185000000000022 0.091485000000000025 0.095055000000000014 -0.076154999999999987 0.11296000000000002 -0.076615000000000003 -0.059114999999999994 -0.02614 0.084795000000000023 -0.085574999999999998 0.10395500000000002 -0.091364999999999988 -0.026109999999999998 -0.095204999999999998 -0.050215000000000003 -0.073439999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -6 8 -4 -9 11 -8 -1 -14 19 16 -16 -18 -17 20 31 22 23 24 -21 26 -23 28 -27 -29 -24 32 -2 -34 -33 -32 -20 -38 -39
right_child=14 -3 4 -5 6 -7 10 9 -10 -11 -12 -13 13 -15 15 18 17 -19 36 21 -22 25 30 -25 -26 27 -28 29 -30 -31 35 34 33 -35 -36 -37 37 38 -40
leaf_value=0.0006304265639513328 0.001296972812592137 -0.0025371950165110641 -0.0002414621938805715 -0.0033460188731811369 0.0027818744185550241 -0.0035221699100832188 0.00040080009528324168 5.8552005835068937e-05 0.0042610548626854736 -0.0027903045642756557 0.0017751158166617997 -0.0022490587374654238 -0.0017503728164889954 2.0025892600435529e-05 0.0011928918744823886 0.0017458379340434041 -0.0039734050188042517 -0.00082538634797684656 0.00098667415906789784 0.0018172543875683567 -0.0021400805933001941 0.00064647270432121749 0.0011167933292702094 0.0037945704063003559 -0.00086658251380606786 -0.00025899786387407027 -0.0039220791941443657 -0.0023613970442209918 0.0023913921157255359 0.0011976859542244098 -0.0015761056683757562 5.192132901620303e-06 -0.00021159203221887061 -0.0020720723018577566 0.0020092531796668954 7.8798828904401566e-05 -0.0023446176019808209 0.00052422197072265152 -0.00058212984002874591
leaf_weight=58 55 69 54 46 82 54 114 289 46 67 47 56 73 80 57 48 50 50 63 185 65 60 75 47 55 177 52 59 94 48 76 78 498 47 62 137 47 153 266
leaf_count=58 55 69 54 46 82 54 114 289 46 67 47 56 73 80 57 48 50 50 63 185 65 60 75 47 55 177 52 59 94 48 76 78 498 47 62 137 47 153 266
internal_value=0 -0.000320479 -0.000176228 -0.000944392 6.67881e-05 -0.000347562 0.000776277 2.65836e-05 0.00182151 -0.00047531 1.46284e-05 -0.00046728 -0.000416935 -0.000819324 6.92946e-06 -0.000286108 -0.00109519 -0.00240758 -6.45401e-05 0.000122388 -0.000179795 0.000351568 0.000769504 0.00162674 0.0011988 -0.000137197 -0.00146733 0.000254752 0.000657305 -0.000757149 -8.19162e-05 -6.501e-06 -0.000219045 -0.000373539 0.000898553 -0.00050784 -0.000230356 -0.000396647 -0.000176186
internal_weight=0 1135 1066 257 809 510 299 456 100 356 217 170 211 153 2604 734 157 100 577 1870 805 1065 575 287 240 490 112 378 271 107 288 740 600 545 140 213 529 466 419
internal_count=3739 1135 1066 257 809 510 299 456 100 356 217 170 211 153 2604 734 157 100 577 1870 805 1065 575 287 240 490 112 378 271 107 288 740 600 545 140 213 529 466 419
is_linear=0
shrinkage=0.0995203


Tree=4183
num_leaves=27
num_cat=0
split_feature=18 3 5 5 18 8 2 3 9 18 8 5 2 2 2 1 17 5 1 1 3 18 3 2 9 19
split_gain=0.0108032 0.0232106 0.0188931 0.0617973 0.0143047 0.0608084 0.0834819 0.0103547 0.0282552 0.0241385 0.0222658 0.0192802 0.00727861 0.0271644 0.0292907 0.0177199 0.0250901 0.0243384 0.0222503 0.0151337 0.0144964 0.0415313 0.039153 0.0111565 0.0326566 0.0160975
threshold=-0.050324999999999995 0.08400500000000001 -0.041054999999999994 -0.021739999999999999 -0.021369999999999997 -0.083944999999999992 -0.070724999999999996 0.096385000000000012 0.093235000000000026 -0.067359999999999989 -0.073999999999999996 -0.013944999999999999 -0.078289999999999985 -0.079555000000000001 -0.080069999999999988 -0.0024449999999999997 -0.065004999999999993 -0.089564999999999992 0.0099250000000000015 0.036605000000000013 0.10871500000000002 0.11061000000000003 0.11868500000000003 -0.081134999999999999 0.088710000000000025 0.10395500000000002
decision_type=2 2 2 2 2 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 -2 -7 8 11 10 -9 -5 13 14 23 17 -17 -14 -18 -20 21 -19 -22 25 -25 -6
right_child=4 2 3 7 12 6 -8 9 -10 -11 -12 -13 15 -15 -16 16 18 20 19 -21 22 -23 -24 24 -26 -27
leaf_value=-0.0019221661298164292 -0.0015509380310666488 0.0017450983971623163 -0.0033967684313232151 0.0012724414874647019 8.9395007094621488e-05 0.0044790515253299796 -0.00068168468060344004 0.0011442339829412763 0.0023018076497229385 -0.002415553885908923 -0.00063980705104355994 -0.00031657522036364935 0.0027040261665409672 -0.0019408560027400585 0.0022794428129986038 -0.0020027411438909544 0.0017371408996053072 -0.00011217006317396945 -0.0019126532592649132 -2.1952373078506838e-05 -0.0026441167694900109 0.0025468645402120836 0.0007530409943228985 3.4268873371694774e-05 -0.0030889352337877974 -0.0012726396204290251
leaf_weight=84 67 47 60 90 816 69 56 92 55 56 279 472 50 83 50 67 67 163 46 485 51 90 98 101 49 96
leaf_count=84 67 47 60 90 816 69 56 92 55 56 279 472 50 83 50 67 67 163 46 485 51 90 98 101 49 96
internal_value=0 -0.000323936 -0.000206585 -0.000290415 3.55144e-05 0.000861095 0.00216049 -0.000111105 0.000148616 -0.000488308 -0.000195197 -6.06496e-05 -3.26918e-05 -0.000203702 -7.33044e-05 0.000149527 -0.000176305 0.000630716 2.69602e-05 -0.000187284 0.000370805 0.000830496 -0.000404251 -0.000184845 -0.000980521 -5.30795e-05
internal_weight=0 1235 1151 1104 2504 192 125 1044 617 427 371 562 2312 1195 1112 1117 665 452 598 531 402 253 149 1062 150 912
internal_count=3739 1235 1151 1104 2504 192 125 1044 617 427 371 562 2312 1195 1112 1117 665 452 598 531 402 253 149 1062 150 912
is_linear=0
shrinkage=0.0995203


Tree=4184
num_leaves=22
num_cat=0
split_feature=5 6 0 6 6 0 3 3 26 0 8 8 6 10 8 6 7 0 3 3 26
split_gain=0.0112715 0.0102602 0.0221557 0.0131775 0.0285972 0.0465665 0.0243407 0.0440276 0.0256838 0.0232938 0.0225825 0.0365218 0.0186771 0.0140976 0.0170757 0.0105573 0.0095365 0.0177426 0.0149898 0.0369954 0.011907
threshold=-0.54885499999999998 -0.083069999999999991 -0.16132499999999997 0.087670000000000012 0.085845000000000019 -0.086304999999999993 0.089655000000000026 0.08888500000000002 0.091570000000000026 -0.082885 -0.072559999999999999 -0.083294999999999994 0.12638500000000005 0.087275000000000019 0.095985000000000015 -0.086254999999999984 -0.23835999999999999 -0.229625 0.086605000000000029 0.087925000000000017 0.084165000000000031
decision_type=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 -3 4 13 -6 7 8 -5 -7 11 -8 -12 14 -4 16 -2 -18 20 -20 -19
right_child=1 2 3 6 5 9 10 -9 -10 -11 12 -13 -14 -15 -16 -17 17 18 19 -21 -22
leaf_value=-0.0012723463994094948 0.0013161722030436635 0.0018311223578397183 0.00023309047167807722 -0.00066132563052892165 0.0039935320712030714 -0.0012768919996919282 -0.00049722337927253827 -0.0031140649288895266 0.0014636825638825362 0.0018079091514433359 -0.00084369000352867856 0.0017023407116054418 0.00085432247729434025 0.0016538715119130227 -0.0011618766913834588 -0.0015245880570030482 -0.0017002251066239574 -0.00023012807168568472 0.0025548365828609236 -2.8505792424711118e-05 -0.0017895676864925528
leaf_weight=60 46 81 1134 304 54 46 119 63 69 51 210 199 92 63 94 53 68 149 60 640 73
leaf_count=60 46 81 1134 304 54 46 119 63 69 51 210 199 92 63 94 53 68 149 60 640 73
internal_value=0 0.000101999 0.000210292 0.000157407 0.000353147 0.00164978 -0.000109106 -0.000679438 -0.000266033 0.000336574 0.000290646 0.000876659 -0.000323704 0.000200854 0.000125643 -0.000153712 -8.27906e-05 -0.00014862 -3.32968e-05 0.000191754 -0.000746605
internal_weight=0 3668 2579 2498 1442 151 1056 436 373 97 620 318 302 1291 1228 1089 1036 990 922 700 222
internal_count=3728 3668 2579 2498 1442 151 1056 436 373 97 620 318 302 1291 1228 1089 1036 990 922 700 222
is_linear=0
shrinkage=0.0995203


Tree=4185
num_leaves=30
num_cat=0
split_feature=6 3 3 3 4 8 3 17 3 8 4 18 3 17 9 29 18 8 17 21 9 3 9 8 9 9 17 3 21
split_gain=0.00847818 0.0174037 0.0521295 0.0382636 0.0375538 0.018029 0.0318097 0.0211142 0.0292327 0.021903 0.0183833 0.0159553 0.0230051 0.0131299 0.011147 0.0392282 0.0123369 0.0108882 0.0131059 0.0170864 0.0268007 0.012511 0.0103967 0.020194 0.0241672 0.0144227 0.0139315 0.0124996 0.00576956
threshold=-0.083069999999999991 0.10726500000000001 0.10525500000000003 0.11197500000000002 0.097375000000000017 -0.077259999999999995 0.096510000000000026 0.11012500000000003 0.087495000000000031 -0.086154999999999995 0.09939000000000002 -0.098315 0.08888500000000002 -0.12118 0.11351500000000002 0.093650000000000025 -0.091109999999999983 -0.396895 -0.47196999999999995 0.11639500000000003 0.099330000000000016 0.13085500000000003 0.085850000000000024 -0.086064999999999989 0.08938500000000002 0.08488500000000003 -0.088525000000000006 0.10341500000000002 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=14 2 5 4 -3 6 7 9 -9 -2 11 13 -13 -7 15 16 28 -5 -19 20 -20 -21 25 24 -24 26 -18 -25 -1
right_child=1 3 -4 17 -6 10 -8 8 -10 -11 -12 12 -14 -15 -16 -17 22 18 19 21 -22 -23 23 27 -26 -27 -28 -29 -30
leaf_value=3.9847419737920033e-05 -5.9654305075135918e-05 0.0005937734782833537 -0.0027233620242335019 0.0014920540554990355 0.0040737739446897354 -0.00063891976247643122 0.0024819379971488462 -0.0023896509430223071 0.00015132726328474452 0.00089886382649352289 0.0012232665909573733 0.0010118849239266427 -0.00055546309541647807 -0.00268919339927571 -0.0012905425663300774 0.0026201399817876222 -0.0020408445207804687 0.0012864172598563378 -0.0019747638413913052 0.0015946656011989481 0.00031327469429762877 -0.00017959103553162901 0.0028684758482349971 -5.7930284393591185e-05 -1.9396950497051775e-05 -0.0023023415451315248 -0.00026352302583265203 -0.0017893294337501086 0.0015781346325760613
leaf_weight=48 459 68 66 60 57 85 66 67 134 483 73 121 395 50 80 51 49 72 98 69 104 90 48 192 70 46 423 53 51
leaf_count=48 459 68 66 60 57 85 66 67 134 483 73 121 395 50 80 51 49 72 98 69 104 90 48 192 70 46 423 53 51
internal_value=0 0.000169604 2.64785e-05 0.000631239 0.0021872 0.000120792 0.000356285 0.000232828 -0.000691593 0.000430946 -0.000271325 -0.000440179 -0.00018634 -0.00140434 -0.000158293 -6.96424e-05 -0.000210456 0.000235064 5.89943e-05 -0.000183543 -0.000792711 0.000585221 -0.000329492 7.6904e-05 0.00114839 -0.000615863 -0.000449768 -0.000435819 0.000840568
internal_weight=0 2617 1999 618 125 1933 1209 1143 201 942 724 651 516 135 1111 1031 980 493 433 361 202 159 881 363 118 518 472 245 99
internal_count=3728 2617 1999 618 125 1933 1209 1143 201 942 724 651 516 135 1111 1031 980 493 433 361 202 159 881 363 118 518 472 245 99
is_linear=0
shrinkage=0.0995203


Tree=4186
num_leaves=18
num_cat=0
split_feature=5 0 2 3 18 21 6 3 21 21 2 2 2 3 17 17 0
split_gain=0.00864478 0.00834549 0.00667605 0.0240169 0.00960325 0.0101114 0.0180535 0.00828586 0.0218162 0.0223923 0.016664 0.0430836 0.0204765 0.0149249 0.010567 0.0242581 0.00998273
threshold=-0.54885499999999998 -0.233955 0.097285000000000024 0.096510000000000026 -0.089674999999999991 0.09227500000000001 -0.25061999999999995 0.085910000000000028 0.085330000000000031 0.089005000000000015 -0.086304999999999993 -0.085089999999999985 -0.087359999999999993 0.08622500000000001 0.50822500000000015 0.51734000000000024 0.12433000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 -5 6 -6 8 10 -10 12 -12 -3 -9 16 -16 -15
right_child=1 2 3 4 5 -7 -8 13 9 -11 11 -13 -14 14 15 -17 -18
leaf_value=-0.0011194566700079114 0.001220370777407268 0.00055130676174593933 -0.0018626012632186242 -0.0012084670751883633 -0.00058755049888760066 -0.00051097502163189928 0.0016033765383898649 -0.0016939391500785466 -0.0025274952420379967 0.00022650202287915978 0.0037847896726319469 0.00064310738518484579 -0.0015776250031320264 -3.9324563862047208e-05 0.002325754048309034 -0.00014666351360945588 0.00097247894927757466
leaf_weight=60 63 185 80 48 58 90 102 49 46 79 51 292 59 2202 65 98 101
leaf_count=60 63 185 80 48 58 90 102 49 46 79 51 292 59 2202 65 98 101
internal_value=0 8.41026e-05 6.40184e-05 -0.000331146 7.72362e-05 0.000327366 0.000804049 0.00011056 0.000410353 -0.000780421 0.000665319 0.00111263 3.31688e-05 2.53632e-05 5.98581e-05 0.000834248 4.69349e-06
internal_weight=0 3668 3605 378 298 250 160 3227 712 125 587 343 244 2515 2466 163 2303
internal_count=3728 3668 3605 378 298 250 160 3227 712 125 587 343 244 2515 2466 163 2303
is_linear=0
shrinkage=0.0995203


Tree=4187
num_leaves=35
num_cat=0
split_feature=1 18 18 3 3 8 8 2 17 18 18 26 18 18 8 8 21 20 17 1 27 0 0 20 6 20 0 0 18 8 26 0 3 8
split_gain=0.00626136 0.0126993 0.0468646 0.0155798 0.0221342 0.0295676 0.0261496 0.0275805 0.0197471 0.0139277 0.0399759 0.0344401 0.0311864 0.0277217 0.0112909 0.0195852 0.0137978 0.0632653 0.0256042 0.0160495 0.0119127 0.00966988 0.026191 0.0273112 0.0190037 0.0226001 0.0172604 0.00925987 0.0198805 0.0284011 0.00847165 0.00805169 0.0137313 0.00323242
threshold=-0.0088199999999999997 -0.08727 -0.084629999999999997 0.085355000000000028 0.090835000000000013 -0.00076499999999999995 -0.080724999999999991 -0.087245000000000003 -0.14169499999999999 0.088735000000000022 0.084405000000000022 0.10393000000000002 0.014860000000000003 0.090540000000000023 -0.071594999999999992 -0.076554999999999998 -0.015149999999999999 -0.083495 -0.11045499999999998 0.18123500000000006 0.092820000000000027 -0.066264999999999991 -0.081424999999999984 -0.089224999999999985 -0.050699999999999995 -0.009049999999999999 -0.052884999999999995 -0.076439999999999994 -0.11166 0.0012600000000000003 -0.054024999999999997 -0.094139999999999988 0.090360000000000024 -0.072175000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 6 7 -5 -1 10 11 12 -4 -11 15 16 19 -18 -19 -2 -20 22 23 -16 25 -25 -23 33 29 -29 -28 -15 -33 -6
right_child=14 2 9 4 27 -7 -8 -9 -10 13 -12 -13 -14 31 21 -17 17 18 20 -21 -22 26 -24 24 -26 -27 30 28 -30 -31 -32 32 -34 -35
leaf_value=-0.00087072503068380514 0.00193458986281988 0.0032183984948699574 0.00056850835922603565 7.935650052005527e-05 0.0015308149409846811 -0.0033809298967820188 0.00083698595372137244 -0.0032305438783270311 0.0016798582816977138 -0.0023744468852055609 0.0024966320802893519 -0.0018177658179822902 -0.0019656765218969926 -0.00091076886628903536 0.0022945383723817154 -0.0020148560720374582 -0.003445606029176462 0.0021298769401075003 -0.00051199428289790659 -0.00031565727237606821 0.00075887656710095313 0.0021207597634927849 -0.0015787193202292881 -0.0010998823652418799 0.0015974695665943158 0.00059574678647072673 0.00098584668529829019 0.002081276027404533 -0.0016233647642489816 -0.0012505228955041736 -0.00089446888925768836 0.001053917436548542 -0.0001575981347329052 0.00032323204341955795
leaf_weight=47 59 53 813 47 46 49 72 52 82 52 85 74 51 76 59 65 61 48 399 66 89 65 88 170 61 143 46 56 68 46 49 131 314 46
leaf_count=47 59 53 813 47 46 49 72 52 82 52 85 74 51 76 59 65 61 48 399 66 89 65 88 170 61 143 46 56 68 46 49 131 314 46
internal_value=0 0.000162115 0.000305926 -0.000224673 -0.000485683 -0.00122201 -0.000598587 -0.00165091 0.00074423 0.000208696 0.000428962 0.00024072 0.000417973 -0.000183126 -0.00010166 -0.00035877 -0.000208542 -0.000408501 -6.13325e-05 0.000739911 -0.000278539 0.000194267 -1.20053e-05 0.000304513 -7.23332e-06 -0.000322587 0.000871059 0.000129484 -0.000302126 0.000570674 7.38263e-06 3.40147e-05 0.000197211 0.000935922
internal_weight=0 2260 1649 611 482 220 171 99 129 1596 1023 938 864 573 1468 787 722 597 536 125 488 681 521 433 374 313 160 262 170 102 95 521 445 92
internal_count=3728 2260 1649 611 482 220 171 99 129 1596 1023 938 864 573 1468 787 722 597 536 125 488 681 521 433 374 313 160 262 170 102 95 521 445 92
is_linear=0
shrinkage=0.0995203


Tree=4188
num_leaves=24
num_cat=0
split_feature=10 6 2 2 3 3 3 9 9 3 2 19 9 9 18 3 0 2 2 9 8 6 0
split_gain=0.020001 0.0116499 0.0171754 0.041101 0.0285475 0.0225379 0.043711 0.0328702 0.0232611 0.0194906 0.0194257 0.0109226 0.0114977 0.0446368 0.013157 0.0119437 0.0197265 0.0187443 0.0108998 0.0107568 0.0182992 0.0122606 0.00433534
threshold=0.090005000000000016 0.090195000000000011 -0.070354999999999987 -0.075429999999999983 0.097095000000000029 0.091865000000000016 0.090360000000000024 0.095415000000000014 0.09253500000000002 0.11642500000000001 -0.086775000000000005 -0.07525999999999998 0.092150000000000024 0.092775000000000024 -0.20826999999999998 0.097095000000000029 -0.088484999999999994 -0.069459999999999994 -0.078454999999999983 0.089255000000000015 -0.070134999999999989 0.089165000000000022 -0.050494999999999991
decision_type=2 2 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 5 -4 6 10 8 -7 -6 -3 -1 14 -14 -13 17 -17 -15 -9 21 -21 -16 -11
right_child=-2 2 4 -5 9 7 -8 18 -10 22 -12 12 13 15 19 16 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.0011045267459440572 -0.0014760087575731403 0.0010531910461845633 0.0020723640812787799 -0.0025712038777178973 -0.0014183401262039684 0.00042361152724420501 -0.0031519375030857745 -0.001892701664155333 0.0033810343339429447 0.0013452801330515194 -0.0008769459247027746 -0.0014854903820017181 0.0033597828423980835 -0.0011747456009242715 0.00011217807643927205 0.0020009656756801329 0.00021036371629994444 0.0011980932259208481 0.00023805147918999698 -0.001398369840158523 0.00056071963629758439 0.0015252460495429727 1.6318491966808839e-05
leaf_weight=70 90 82 71 89 82 60 62 46 48 47 139 54 51 109 1868 77 299 47 48 118 78 63 53
leaf_count=70 90 82 71 89 82 60 62 46 48 47 139 54 51 109 1868 77 299 47 48 118 78 63 53
internal_value=0 2.56483e-05 -0.000302708 -0.000604362 0.000378442 -0.000241749 -0.000816092 0.000558848 0.0017456 -0.000277877 -0.000157082 0.000121756 0.000153109 0.000545836 4.77538e-05 0.000274539 0.000579234 -0.000454604 -0.000795949 8.70646e-05 -0.000614556 0.000158704 0.000649117
internal_weight=0 3661 827 574 253 485 283 202 108 182 221 2834 2764 583 2181 532 376 156 94 2127 196 1931 100
internal_count=3751 3661 827 574 253 485 283 202 108 182 221 2834 2764 583 2181 532 376 156 94 2127 196 1931 100
is_linear=0
shrinkage=0.0995203


Tree=4189
num_leaves=21
num_cat=0
split_feature=5 26 9 26 26 3 18 3 3 3 3 5 5 5 1 27 1 9 2 9
split_gain=0.0576954 0.011079 0.0130659 0.0105484 0.0142021 0.0146405 0.0177421 0.0185702 0.0179782 0.00796216 0.0192513 0.0191465 0.0160024 0.0570509 0.0226411 0.0156615 0.011036 0.0105017 0.0287707 0.0197112
threshold=0.6362850000000001 0.15583500000000003 0.10744000000000002 0.088685000000000028 0.089150000000000021 0.084955000000000017 -0.11166 0.11578500000000001 0.087975000000000012 0.088185000000000027 0.08895500000000002 -0.14822499999999997 -0.017704999999999995 -0.025879999999999997 -0.0090649999999999984 0.076710000000000014 -0.011714999999999998 0.088135000000000033 -0.097424999999999998 0.088995000000000019
decision_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 9 -5 -6 7 -7 -8 11 16 15 13 -13 -14 -1 -11 18 -12 -19
right_child=-2 2 -4 4 5 6 8 -9 -10 10 17 12 14 -15 -16 -17 -18 19 -20 -21
leaf_value=-0.0015333361616074698 -0.0034374063364465625 -0.00012309027162677147 0.00183625441494837 -0.0015714083995261861 0.0012458169324524807 0.00248588441287333 -0.001519914900365968 -0.00013292451541749168 -0.00021274352025307046 -0.0025162685119014079 -0.0024129361976419524 0.0004584056696248946 0.0004507583236697376 0.0040005187772416979 -0.0013963587691298038 0.00050507790908365616 -0.00031323547348491651 0.0022567604737808965 9.4133862531374535e-06 0.00020893803255726275
leaf_weight=90 48 62 72 74 70 46 119 63 862 46 52 253 481 55 76 63 46 53 725 395
leaf_count=90 48 62 72 74 70 46 119 63 862 46 52 253 481 55 76 63 46 53 725 395
internal_value=0 3.51755e-05 0.000923583 1.59035e-06 -0.000233528 -0.000147475 -0.000237704 0.000964751 -0.000372144 0.000126196 -3.48123e-05 0.0003353 0.000517359 0.00109358 0.000197258 -0.000688639 -0.00142365 6.88241e-05 -0.000151647 0.00045303
internal_weight=0 3703 134 3569 1234 1160 1090 109 981 2335 1317 1018 865 308 557 153 92 1225 777 448
internal_count=3751 3703 134 3569 1234 1160 1090 109 981 2335 1317 1018 865 308 557 153 92 1225 777 448
is_linear=0
shrinkage=0.0995203


Tree=4190
num_leaves=25
num_cat=0
split_feature=5 26 9 26 5 26 2 3 26 17 17 5 26 1 18 18 8 0 17 18 1 2 2 26
split_gain=0.0467826 0.00897042 0.0106084 0.00855863 0.0119763 0.0275528 0.0234838 0.0526684 0.023358 0.0414005 0.0818606 0.046383 0.0230486 0.0147702 0.00757631 0.0233333 0.0225134 0.0289484 0.0132783 0.0186481 0.0148997 0.0107366 0.0274833 0.0145922
threshold=0.6362850000000001 0.15583500000000003 0.10744000000000002 0.088685000000000028 -0.082179999999999989 0.091195000000000012 -0.082139999999999991 0.091865000000000016 0.091570000000000026 -0.015464999999999998 0.063160000000000022 -0.0033300000000000001 0.092385000000000023 -0.040439999999999997 0.10361000000000002 0.088250000000000009 -0.094375000000000001 -0.091134999999999994 0.32384000000000007 0.12892000000000003 -0.047889999999999995 -0.08385999999999999 -0.083344999999999989 0.08488500000000003
decision_type=2 2 2 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 14 5 -5 -7 -8 9 11 -11 -6 -10 -14 15 21 -17 -18 19 -16 -21 23 -23 -1
right_child=-2 2 -4 4 8 6 7 -9 12 10 -12 -13 13 -15 18 16 17 -19 -20 20 -22 22 -24 -25
leaf_value=4.3066971145369719e-05 -0.0030953150509629348 -0.00011084028824192199 0.0016535100584815993 0.0019505666527696039 0.0018776156039662898 0.0014962847971162038 -0.0033837197801526633 0.0005260055650366703 0.001853838112920809 -0.0055108481967514654 3.1742579629511897e-05 -0.0014583385682488351 -0.00051911075212016512 0.00060450422777215288 -0.0020258739790665272 -0.00055097483211903782 0.00014786611724721221 0.0033107342631923642 0.00088738456216002866 -0.001046046267301319 0.0013378687511109565 -0.0024565087601841175 -2.0237950841858123e-05 0.00092073739021711831
leaf_weight=548 48 62 72 78 66 55 54 92 57 52 53 110 463 154 76 46 49 71 58 58 47 48 1047 287
leaf_count=548 48 62 72 78 66 55 54 92 57 52 53 110 463 154 76 46 49 71 58 58 47 48 1047 287
internal_value=0 3.16528e-05 0.00083106 1.40925e-06 -0.000210354 0.000361757 -0.000250724 -0.000914451 -0.000378351 -0.00114078 -0.00270536 -0.000202704 -5.92708e-05 -0.000237335 0.000113672 0.000174482 0.001307 0.00202605 -0.000416194 -0.000838438 1.32432e-05 7.66487e-05 -0.000127781 0.000345714
internal_weight=0 3703 134 3569 1234 279 201 146 955 281 105 176 674 617 2335 2096 166 120 239 181 105 1930 1095 835
internal_count=3751 3703 134 3569 1234 279 201 146 955 281 105 176 674 617 2335 2096 166 120 239 181 105 1930 1095 835
is_linear=0
shrinkage=0.0995203


Tree=4191
num_leaves=23
num_cat=0
split_feature=5 6 2 2 5 6 5 9 5 3 0 17 6 18 5 5 17 19 17 26 6 26
split_gain=0.0379362 0.00748707 0.0136433 0.0403024 0.0407392 0.0346442 0.0228147 0.0215184 0.0298657 0.0271366 0.0118989 0.017826 0.00945291 0.0249766 0.0341838 0.0264842 0.0253575 0.00969762 0.00733065 0.00812033 0.016638 0.0107239
threshold=0.6362850000000001 0.090195000000000011 -0.086775000000000005 -0.080914999999999987 -0.020074999999999999 0.092120000000000021 -0.000475 0.09518500000000002 0.058505000000000008 0.092300000000000021 -0.091134999999999994 -0.15122999999999998 0.087235000000000021 -0.015440000000000001 -0.078739999999999991 -0.012464999999999999 -0.011174999999999999 0.13612500000000002 0.51392000000000015 0.18654500000000004 -0.097850000000000006 0.11699500000000003
decision_type=2 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 10 4 -4 -5 -6 9 -9 -7 -3 -12 17 16 -15 -16 -14 18 19 21 -21 -1
right_child=-2 2 3 5 6 7 -8 8 -10 -11 11 -13 13 14 15 -17 -18 -19 -20 20 -22 -23
leaf_value=4.0516633243394553e-05 -0.0027872687026321793 -0.00066101197786043475 -0.0040467634324346099 0.0025673753102741039 0.00073615497111002197 0.0006319715274064236 -0.0022554582084449901 -0.00015317101760378672 0.00262353449550645 -0.0016446293492428858 3.0726468739512703e-05 0.0026179033830086829 0.00039116501795551502 0.0015437086729807195 -0.0029178647241982309 8.5116862594459202e-05 0.0035683873251026919 0.0012062072674449136 -0.00099386544191289714 0.0022848933793246265 -0.00025347374280483011 -0.0011539550640778662
leaf_weight=2241 48 50 54 47 54 75 47 189 48 165 60 48 53 84 47 75 48 69 70 47 55 77
leaf_count=2241 48 50 54 47 54 75 47 189 48 165 60 48 53 84 47 75 48 69 70 47 55 77
internal_value=0 2.85687e-05 -0.000232985 -0.000427511 -0.00183729 -8.93428e-06 -0.000647877 -0.000264501 0.000405746 -0.000929781 0.0005978 0.00118816 0.00010524 0.000627255 0 -0.00106506 0.00190924 4.22944e-05 9.71258e-06 3.908e-05 0.000908141 4.85141e-07
internal_weight=0 3703 837 679 155 524 101 477 237 240 158 108 2866 307 206 122 101 2559 2490 2420 102 2318
internal_count=3751 3703 837 679 155 524 101 477 237 240 158 108 2866 307 206 122 101 2559 2490 2420 102 2318
is_linear=0
shrinkage=0.0995203


Tree=4192
num_leaves=14
num_cat=0
split_feature=19 26 26 18 8 26 2 9 28 8 6 17 0
split_gain=0.0149289 0.013502 0.0234327 0.0579761 0.022672 0.0402693 0.0252932 0.0447041 0.0214489 0.0123382 0.0127493 0.00949328 0.00270091
threshold=0.13950000000000004 0.11624000000000002 0.10603500000000003 0.089365000000000014 -0.070134999999999989 0.11880500000000002 -0.073369999999999991 0.11582000000000002 0.079615000000000019 0.24853500000000003 -0.53620499999999993 0.51392000000000015 -0.077174999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 12 -6 -7 -8 9 10 -1 -12 -3
right_child=-2 4 3 -5 5 6 7 -9 -10 -11 11 -13 -14
leaf_value=-0.00160301781904039 -0.0016287916271060415 0.00014013022025143078 -0.00063798328974701561 0.0036279226220626588 -0.0035463462581339124 0.00099434282273231766 -0.0036428517373916585 0.00030247789360380776 -0.0021302662555383288 0.0014131269877541604 -2.754846128749137e-06 0.00092667976168624914 0.0012063752761272228
leaf_weight=48 57 50 66 60 53 74 49 67 46 63 2915 113 48
leaf_count=48 57 50 66 60 53 74 49 67 46 63 2915 113 48
internal_value=0 -5.39876e-06 5.57854e-05 0.0013869 -0.000601878 -0.00111848 -0.000436922 -0.00135703 2.86876e-06 3.43893e-05 5.88501e-06 3.16598e-05 0.000670726
internal_weight=0 3652 3311 126 341 243 190 116 3185 3139 3076 3028 98
internal_count=3709 3652 3311 126 341 243 190 116 3185 3139 3076 3028 98
is_linear=0
shrinkage=0.0995203


Tree=4193
num_leaves=20
num_cat=0
split_feature=18 6 30 9 9 17 9 26 3 9 9 6 26 5 1 9 7 9 9
split_gain=0.0134377 0.0190431 0.0148859 0.0101846 0.0577253 0.0493703 0.0371211 0.0450058 0.0190909 0.012247 0.015094 0.0312266 0.0152568 0.0130842 0.0292697 0.0207626 0.0113243 0.00884017 0.0103146
threshold=0.19545000000000004 0.041585000000000011 0.11146500000000002 0.091405000000000028 0.092605000000000021 -0.040589999999999994 0.094435000000000033 0.092955000000000024 0.093835000000000016 0.089025000000000021 0.088325000000000028 -0.007045 -0.15866 -0.039649999999999998 -0.050379999999999994 0.09032500000000003 0.078400000000000011 0.09518500000000002 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 -2 3 9 5 -5 7 -6 -9 10 12 -12 -1 14 -11 -15 -14 -8 -19
right_child=1 -3 -4 4 6 -7 17 8 -10 13 11 -13 16 15 -16 -17 -18 18 -20
leaf_value=0.001594279946990356 -8.3778104075213843e-05 0.0025443951556718748 -0.001429922428647863 -0.0042788181312857767 -0.00052846191728727807 -0.00059034555386954261 -0.0015031980453273717 0.0040962339065258643 0.0012850235595897083 -0.0018780800487717337 -0.0028870738360776659 0.00032608004317882924 -2.7750111936794208e-05 0.00236878467801146 0.0011629290797142216 -0.00021107794714359164 0.001203423438633007 0.00097309945910025819 -0.00031131186247515758
leaf_weight=63 62 48 77 61 73 89 55 50 48 50 53 68 1881 84 84 48 77 68 670
leaf_count=63 62 48 77 61 73 89 55 50 48 50 53 68 1881 84 84 48 77 68 670
internal_value=0 0.00105562 -6.08359e-05 -3.06717e-05 -0.000279656 -0.00209578 2.08775e-06 0.00133284 0.00272767 8.41745e-05 4.69833e-06 -0.00107457 6.97206e-05 0.000721089 2.21148e-05 0.00142445 2.02488e-05 -0.000283839 -0.000191856
internal_weight=0 110 3599 3522 1114 150 964 171 98 2408 2142 121 2021 266 134 132 1958 793 738
internal_count=3709 110 3599 3522 1114 150 964 171 98 2408 2142 121 2021 266 134 132 1958 793 738
is_linear=0
shrinkage=0.0995203


Tree=4194
num_leaves=14
num_cat=0
split_feature=18 3 26 8 26 2 9 28 26 8 8 18 1
split_gain=0.0109805 0.016485 0.0115045 0.021595 0.0298345 0.0227589 0.0336861 0.0187577 0.01563 0.00978698 0.0121538 0.0147187 0.0061538
threshold=0.22074500000000005 0.098225000000000021 0.11624000000000002 -0.070134999999999989 0.11880500000000002 -0.073369999999999991 0.11582000000000002 0.079615000000000019 0.11081000000000002 0.24853500000000003 0.15415000000000004 0.14607000000000003 -0.0068249999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 12 -5 -6 -7 8 9 10 11 -1 -4
right_child=1 -3 3 4 5 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=-2.6661800278826579e-05 0.00223550899999577 -0.00028267128833079247 0.0014520959280267692 -0.0031813157472531431 0.00086151089695694124 -0.0033085957345761114 0 -0.0018524496179280613 0.0014549587192494592 0.0012599383144753923 -0.0016115279084809959 0.0017300454822915391 -0.00012733557166395244
leaf_weight=2974 52 50 49 53 74 51 76 53 75 60 47 48 47
leaf_count=2974 52 50 49 53 74 51 76 53 75 60 47 48 47
internal_value=0 0.000993082 -5.37992e-05 -0.000596001 -0.00107783 -0.000519103 -0.00133 4.21491e-06 3.51831e-05 8.90353e-07 -2.34577e-05 9.70034e-07 0.000670306
internal_weight=0 102 3607 350 254 201 127 3257 3204 3129 3069 3022 96
internal_count=3709 102 3607 350 254 201 127 3257 3204 3129 3069 3022 96
is_linear=0
shrinkage=0.0995203


Tree=4195
num_leaves=14
num_cat=0
split_feature=19 26 26 5 28 9 26 1 21 27 5 26 5
split_gain=0.011793 0.00871806 0.015985 0.0364836 0.0143155 0.0122679 0.031597 0.0219938 0.0125816 0.0102046 0.0081573 0.012729 0.0109188
threshold=0.13950000000000004 0.11624000000000002 0.10304500000000003 -0.052494999999999993 0.079615000000000019 0.11640000000000002 0.11861500000000001 -0.072005 0.086690000000000017 -0.089999999999999997 -0.089564999999999992 0.098495000000000013 -0.11065499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 9 6 -3 -8 -9 -1 12 -12 -11
right_child=-2 5 3 -5 -6 -7 7 8 -10 10 11 -13 -14
leaf_value=0.0013206769985725929 -0.0014427666755612847 -0.0030671061246022834 0.0024996616256195512 -0.00041948900447907325 -0.0017442498999461558 0.00056731801453410594 0.00097577277100234267 -0.002357761504661997 -0.00029775153867086959 -7.0883298322821367e-05 0.00014157837993475456 -0.0013155372295533365 -0.00093243297490471281
leaf_weight=59 57 50 82 87 46 83 83 49 76 659 2129 61 188
leaf_count=59 57 50 82 87 46 83 83 49 76 659 2129 61 188
internal_value=0 0 4.91901e-05 0.00099206 -1.26391e-06 -0.000479291 -0.000819164 -0.000274857 -0.00111183 2.43688e-05 -5.45151e-07 0.000100618 -0.000263079
internal_weight=0 3652 3311 169 3142 341 258 208 125 3096 3037 2190 847
internal_count=3709 3652 3311 169 3142 341 258 208 125 3096 3037 2190 847
is_linear=0
shrinkage=0.0995203


Tree=4196
num_leaves=25
num_cat=0
split_feature=6 6 3 17 17 3 1 8 26 6 6 17 3 9 3 3 3 9 26 9 26 21 21 3
split_gain=0.00818816 0.0139364 0.013826 0.063705 0.0258622 0.0327149 0.0255258 0.0233916 0.0252311 0.0270383 0.0116566 0.0105331 0.0275129 0.0426523 0.025262 0.0183314 0.0170205 0.0125398 0.0188285 0.0154455 0.0137882 0.0138076 0.0151894 0.0115064
threshold=0.092705000000000023 0.094100000000000031 0.092300000000000021 0.0065250000000000013 -0.040589999999999994 0.10850000000000003 -0.090729999999999991 -0.080724999999999991 0.096980000000000025 0.11345500000000001 0.11884000000000002 0.064745000000000011 0.086015000000000022 0.083955000000000016 0.087570000000000023 0.089395000000000016 0.091475000000000015 0.11222500000000002 -0.0083299999999999989 0.10591500000000002 -0.2382 0.13276500000000005 0.094640000000000016 0.097255000000000022
decision_type=2 2 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 -2 3 6 5 -4 -3 -6 10 -10 -9 17 13 -13 -14 -16 -17 19 -19 20 -1 22 -22 -18
right_child=1 2 4 -5 7 -7 -8 8 9 -11 -12 12 14 -15 15 16 23 18 -20 -21 21 -23 -24 -25
leaf_value=-0.0017023590308177464 -0.0017587850806006064 0.00062021156829999383 0.0019495227412286277 0.0033085861581014439 -0.0025046950882823479 -0.0012624246828779741 -0.002538911502216037 -0.00027704781395676553 -0.00010402081662672735 -0.0027498270264654924 0.0019385402910201794 6.5431965585333984e-05 -0.0019877379597757002 0.0040749682218011321 0.0022329191485231034 -0.001643289833244722 0.0014631175377849517 -0.00036348295547817709 0.0020373259929029807 -0.0016307980513819657 7.0144202261612906e-05 0.001392428230075954 -0.00059293397883351004 5.3153415335046917e-05
leaf_weight=49 62 53 81 56 74 51 48 47 89 68 46 59 51 48 46 47 75 60 69 63 1767 67 424 249
leaf_count=49 62 53 81 56 74 51 48 47 89 68 46 59 51 48 46 47 75 60 69 63 1767 67 424 249
internal_value=0 -0.000335277 -0.000189965 0.000613276 -0.000468315 0.000702341 -0.000873049 -0.000947776 -0.000483653 -0.00125519 0.000810032 4.74287e-05 0.000431601 0.00187175 0.000100586 0.000357955 0.000123273 -4.06386e-05 0.000914325 -9.29631e-05 -5.06127e-05 -1.44062e-05 -5.78004e-05 0.000382061
internal_weight=0 675 613 157 456 132 101 324 250 157 93 3074 575 107 468 417 371 2499 129 2370 2307 2258 2191 324
internal_count=3749 675 613 157 456 132 101 324 250 157 93 3074 575 107 468 417 371 2499 129 2370 2307 2258 2191 324
is_linear=0
shrinkage=0.0995203


Tree=4197
num_leaves=31
num_cat=0
split_feature=5 17 17 20 17 4 1 9 26 26 9 21 5 9 9 5 5 2 9 5 1 5 18 5 1 19 1 8 26 9
split_gain=0.00804141 0.0292833 0.0692157 0.0492788 0.02821 0.0281444 0.0257648 0.0307363 0.0677663 0.0745983 0.0231534 0.0182801 0.0224855 0.0189857 0.0534307 0.031719 0.017447 0.0144946 0.0115915 0.0411705 0.105589 0.0359719 0.080871 0.0121809 0.0128184 0.0120652 0.0188593 0.0106218 0.0129613 0.0116617
threshold=-0.013944999999999999 -0.05543 -0.078119999999999995 -0.053499999999999999 -0.040589999999999994 0.086380000000000026 -0.078509999999999983 0.09032500000000003 0.091195000000000012 0.087865000000000013 0.08488500000000003 0.096415000000000015 -0.080119999999999983 0.090255000000000016 0.08938500000000002 -0.045014999999999993 -0.012464999999999999 -0.077054999999999998 0.084795000000000023 -0.0073899999999999999 -0.083284999999999984 -0.0073899999999999999 -0.016464999999999997 -0.0038499999999999997 -0.082344999999999988 -0.050215000000000003 -0.020614999999999998 0.03530500000000001 0.085505000000000012 0.084055000000000032
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 7 8 9 -6 -1 13 17 14 -8 -15 -2 -13 21 20 -20 22 -18 24 -21 -25 -27 28 29 -23
right_child=16 4 3 -5 6 -7 11 -9 -10 -11 -12 12 -14 15 -16 -17 18 -19 19 23 -22 27 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0025914092357453931 -0.0018435959948065765 -0.0020690306531531586 0.0054908580056095297 0.00093278329929627121 -9.8018181103861595e-06 -0.0016354112058614809 -0.00027884898507450124 0.0027977935010152937 -0.0030131996768817341 0.0042028654677488111 -0.0003080453795446841 0.0011747275120953403 0.0019222147121887301 -0.00057055244248957525 0.0032042003575336233 -0.0033693688495334971 -0.0047292068589327848 -0.00053403094175382955 -0.0012321892618574074 -4.2136431705906643e-05 0.0047166618477558851 7.1514206379422497e-05 0.00037781675053963397 -0.0013891659921871679 -0.0023721217235247666 -0.00018748568658721686 0.00093730940178733495 -0.0013453793621613873 0.0013620043233592513 -0.0015892935247868089
leaf_weight=47 60 65 48 47 153 70 606 64 48 57 64 72 83 325 47 46 57 155 57 48 61 323 66 59 47 606 195 58 67 48
leaf_count=47 60 65 48 47 153 70 606 64 48 57 64 72 83 325 47 46 57 155 57 48 61 323 66 59 47 606 195 58 67 48
internal_value=0 0.000117132 0.00106886 0.00324443 -3.50219e-05 -6.8494e-05 4.43211e-05 0.000843697 0.000355786 0.00112974 0.000912277 -0.000148018 0.000520482 -0.000351196 -2.69009e-05 -0.000919782 -0.000174942 4.34797e-06 -0.000115286 8.19134e-05 0.00183613 -0.000458441 -0.0019822 -0.000133981 -0.00120348 -1.48858e-05 8.53189e-05 -7.89237e-05 8.69116e-05 -0.000141155
internal_weight=0 1997 276 95 1721 181 1656 322 258 210 111 1334 310 1024 653 371 1752 227 1692 1073 118 619 123 955 95 860 801 496 438 371
internal_count=3749 1997 276 95 1721 181 1656 322 258 210 111 1334 310 1024 653 371 1752 227 1692 1073 118 619 123 955 95 860 801 496 438 371
is_linear=0
shrinkage=0.0995203


Tree=4198
num_leaves=29
num_cat=0
split_feature=5 17 17 20 17 4 1 6 26 26 9 1 18 5 5 20 6 3 6 3 17 17 17 5 5 26 17 26
split_gain=0.00652366 0.0237488 0.0561726 0.0399103 0.0228726 0.0228078 0.0208805 0.0390482 0.0634253 0.0810153 0.0187877 0.0165513 0.0151771 0.0141427 0.0110224 0.0380793 0.0246184 0.00996864 0.0183865 0.0205287 0.0265815 0.0247747 0.0820947 0.0169385 0.0150606 0.0160224 0.0130332 0.00957227
threshold=-0.013944999999999999 -0.05543 -0.078119999999999995 -0.053499999999999999 -0.040589999999999994 0.086380000000000026 -0.078509999999999983 0.089610000000000009 0.091195000000000012 0.087625000000000022 0.08488500000000003 -0.075804999999999997 0.09729500000000002 -0.012464999999999999 -0.039649999999999998 -0.066619999999999999 0.093835000000000016 0.11926500000000002 0.11816500000000002 0.11197500000000002 -0.467555 -0.0096999999999999986 -0.015100000000000001 -0.0073899999999999999 0.51524500000000006 1.0000000180025095e-35 -0.11248999999999999 0.090715000000000032
decision_type=2 2 2 2 2 2 2 2 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 10 7 8 9 -6 -1 12 -8 -2 16 -16 -13 18 19 21 -21 22 -15 -23 25 26 -19 -20
right_child=13 4 3 -5 6 -7 11 -9 -10 -11 -12 14 -14 17 15 -17 -18 24 27 20 -22 23 -24 -25 -26 -27 -28 -29
leaf_value=0.0023335118039022914 -0.0016601210003221296 -0.0018631202651280816 0.0049444069308582049 0.00083995252872018215 -0.00044269035969266045 -0.0014726547958242261 -0.0025913486887018324 0.0026503515770923036 -0.0028100198691008113 0.0039827366654864773 -0.00027738870488756991 5.5617604825634244e-05 -0.00013337882123038512 1.7064108566253618e-05 -0.00056510317174118319 0.0027038879113027684 -0.001273568801297088 0.0012598996722041227 -0.00053370631726373471 5.139163736873564e-05 -0.0027435869016433959 0.0020200295634161792 -0.003784185548768357 0.000325628927983744 -0.00099435909761219935 0.0019504546278862772 -0.0010718160352146591 -0.0025800084878706371
leaf_weight=47 60 65 48 47 124 70 50 81 56 61 64 926 51 899 85 60 162 46 47 70 64 85 60 192 51 83 49 46
leaf_count=47 60 65 48 47 124 70 50 81 56 61 64 926 51 899 85 60 162 46 47 70 64 85 60 192 51 83 49 46
internal_value=0 0.000105394 0.000962485 0.0029224 -3.15839e-05 -6.16775e-05 3.98118e-05 0.000759479 0.00012056 0.00101208 0.000820753 -0.000133287 -0.0013583 -0.000157671 -3.22774e-05 0.000781938 -0.000141542 -0.000103909 -0.000199881 -0.000107317 -0.00127741 1.88765e-05 -0.000219908 0.000848527 0.000505647 0.000940024 4.86082e-05 -0.00155466
internal_weight=0 1997 276 95 1721 181 1656 322 241 185 111 1334 101 1752 1233 145 1088 1692 1463 1370 134 1236 959 277 229 178 95 93
internal_count=3749 1997 276 95 1721 181 1656 322 241 185 111 1334 101 1752 1233 145 1088 1692 1463 1370 134 1236 959 277 229 178 95 93
is_linear=0
shrinkage=0.0995203


Tree=4199
num_leaves=28
num_cat=0
split_feature=21 21 5 2 26 9 29 4 2 4 2 2 2 21 21 9 5 8 8 9 9 8 2 0 2 9 1
split_gain=0.00567474 0.028463 0.0495628 0.0305142 0.00929782 0.0091599 0.0105369 0.00884798 0.0199056 0.0114198 0.00574476 0.0314448 0.029492 0.0154159 0.0153186 0.0117724 0.0722238 0.0803757 0.0513929 0.0232933 0.0692394 0.0149662 0.00993474 0.0279099 0.0180318 0.0285987 0.0091222
threshold=0.085855000000000029 0.089125000000000024 -0.095609999999999987 -0.080254999999999993 -0.2382 0.11296000000000002 0.075910000000000019 0.10557500000000002 0.096520000000000022 0.11905500000000004 -0.070724999999999996 -0.067815 -0.07360499999999999 0.083545000000000022 0.083050000000000027 0.084115000000000009 -0.011514999999999999 -0.086844999999999992 -0.086304999999999993 0.08597500000000001 0.085465000000000027 -0.052214999999999998 -0.029394999999999998 -0.065519999999999981 -0.0072299999999999994 -0.082514999999999991 -0.50290499999999982
decision_type=2 2 2 2 2 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 -3 6 7 8 -6 -9 12 -12 13 15 22 16 18 -18 -1 20 -17 -21 23 -13 25 -24 -26
right_child=1 4 3 -5 5 -7 -8 9 -10 -11 11 14 -14 -15 -16 19 17 -19 -20 21 -22 -23 24 -25 26 -27 -28
leaf_value=-0.001247437616943993 0.0041342607612559357 -0.001297953439463742 0.0016865439702703391 -0.0013217119859071334 -0.0001475404807332341 0.0010071273759118349 0.001248931915216683 0.0013829767525939157 -0.0021220209751884721 -0.00025210008265043489 0.0025112751565070828 -0.00076868519048214499 -0.0026366033852111221 -0.0018734107912137803 0.0016703343098905118 7.4847573064333939e-05 0.00061105644189815773 -0.0047451260579723766 0.002164582167966621 -0.00041791352161536912 0.0037997968343647793 0.00044986509409620568 0.00012748673593787578 0.0019075331242469212 0.0010321599289053868 -0.0031133645570453373 -0.00027777978698539815
leaf_weight=80 46 55 75 60 648 87 57 78 55 91 51 79 48 49 48 263 46 69 96 751 61 266 52 75 62 55 346
leaf_count=80 46 55 75 60 648 87 57 78 55 91 51 79 48 49 48 263 46 69 96 751 61 266 52 75 62 55 346
internal_value=0 0.000157014 0.0013114 0.000343477 -3.73152e-05 3.01224e-05 -6.04921e-05 -0.000147024 -0.000303181 0.000497707 -0.000102542 0.000123288 -0.000203327 -0.000133359 -4.54274e-05 -8.06132e-05 -0.000654576 -0.00259554 0.000609013 4.33277e-05 0.000778677 -0.000190138 -0.000169755 0.000529352 -0.000380398 -0.00153072 -7.67138e-05
internal_weight=0 1252 181 135 1071 1016 929 872 703 169 2497 768 1729 1681 717 1632 291 115 176 1341 324 1017 669 154 515 107 408
internal_count=3749 1252 181 135 1071 1016 929 872 703 169 2497 768 1729 1681 717 1632 291 115 176 1341 324 1017 669 154 515 107 408
is_linear=0
shrinkage=0.0995203


Tree=4200
num_leaves=20
num_cat=0
split_feature=6 4 9 17 17 1 17 9 17 2 1 0 2 2 19 21 8 0 2
split_gain=0.0487807 0.00843269 0.0119369 0.00762666 0.0347702 0.0233051 0.0488262 0.0530274 0.0231453 0.046901 0.0222873 0.0216853 0.0162661 0.0576539 0.0187303 0.0148833 0.0147625 0.0400396 0.0101484
threshold=0.21988000000000005 0.14068000000000006 -0.073629999999999987 -0.011809999999999999 -0.016209999999999999 -0.083284999999999984 0.021725000000000005 0.084835000000000022 -0.0065549999999999992 -0.082084999999999991 -0.081889999999999991 -0.082494999999999999 -0.085944999999999994 -0.084924999999999987 0.090505000000000016 -0.032929999999999994 0.0017700000000000003 -0.080674999999999983 -0.10165999999999999
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 12 6 7 -5 9 -7 -10 -8 16 -14 -15 -12 17 -1 -18
right_child=-2 2 -4 5 -6 8 11 -9 10 -11 15 -13 13 14 -16 -17 18 -19 -20
leaf_value=-4.8939566876814248e-05 0.0027991879346622246 1.4466595751223209e-06 0.002044339393489449 -0.00077101121853307981 0.0022920858715417955 0.0037803563824782343 0.0020606505393657901 -0.0048962239164233616 -0.0020564826506230026 -0.00050247927685534508 -0.00078766277753970196 -0.00053747271209135452 0.0036775027552846842 0.00031693896970169991 -0.0011475558964384473 0.00017146591828969571 -5.5121024268718733e-06 -0.0023514827536352621 0.0016775792226274727
leaf_weight=276 67 64 52 85 76 48 49 49 52 53 185 90 49 949 95 1193 151 103 46
leaf_count=276 67 64 52 85 76 48 49 49 52 53 185 90 49 949 95 1193 151 103 46
internal_value=0 8.8791e-05 0.000924284 6.1252e-05 0.00020972 -8.19064e-05 -0.000929196 -0.00228559 6.86431e-05 0.00152482 -3.36336e-05 0.000372523 0.000114406 0.000340307 0.000182891 4.21064e-05 -0.000312834 -0.000676857 0.000383339
internal_weight=0 3665 116 3549 1745 1804 273 134 1531 101 1430 139 1669 1093 1044 1378 576 379 197
internal_count=3732 3665 116 3549 1745 1804 273 134 1531 101 1430 139 1669 1093 1044 1378 576 379 197
is_linear=0
shrinkage=0.0995203


Tree=4201
num_leaves=20
num_cat=0
split_feature=6 18 6 6 6 0 5 8 0 9 17 5 0 4 30 9 9 21 8
split_gain=0.0395539 0.0114572 0.0415346 0.00871294 0.014198 0.013484 0.0444769 0.0374011 0.0365152 0.024912 0.032579 0.0140153 0.010506 0.00752521 0.0111293 0.00834991 0.0504984 0.0226882 0.00750439
threshold=0.21988000000000005 0.15891500000000006 0.088915000000000022 0.087575000000000028 0.087075000000000027 -0.071799999999999989 -0.063819999999999988 -0.073999999999999996 -0.074094999999999994 0.094010000000000024 0.40057000000000009 -0.070260000000000003 -0.065519999999999981 0.13630500000000004 0.095600000000000032 0.086155000000000023 0.085765000000000022 0.095375000000000029 -0.44475499999999996
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 13 7 -7 9 11 10 -5 -9 -8 15 18 16 -1 -17 -15
right_child=-2 2 -4 5 -6 6 12 8 -10 -11 -12 -13 -14 14 -16 17 -18 -19 -20
leaf_value=5.1750384860733259e-05 0.0025206121708667342 0.00052543993581411527 -0.0031627891683132562 0.00059344025792601918 -0.0015797586216836884 0.0029695028401887607 -0.0012553135022320243 -0.0013480793855351093 -0.0034013015101600585 0.0023162473669595266 -0.0017299006710913703 0.00087068960244812991 0.00065100525487338007 0.00033503997381856851 -0.00052837362557922487 -0.00058457422979436727 0.0033099622664419705 0.00035685853709860424 0.0020278946637551053
leaf_weight=1242 67 81 48 488 54 77 47 53 50 69 68 60 73 48 48 624 49 426 60
leaf_count=1242 67 81 48 488 54 77 47 53 50 69 68 60 73 48 48 624 49 426 60
internal_value=0 7.99101e-05 -0.000840579 0.000113723 1.63132e-05 0.000365168 0.00110241 0.000179817 -0.00116118 0.000530859 0.000307818 -0.000162728 -8.88146e-05 5.11577e-05 0.000720473 6.20603e-06 0.00017605 -0.000201842 0.0012831
internal_weight=0 3665 129 3536 2551 985 197 788 163 625 556 113 120 2497 156 2341 1291 1050 108
internal_count=3732 3665 129 3536 2551 985 197 788 163 625 556 113 120 2497 156 2341 1291 1050 108
is_linear=0
shrinkage=0.0995203


Tree=4202
num_leaves=10
num_cat=0
split_feature=20 18 11 11 11 29 29 29 2
split_gain=0.0372677 0.011995 0.00670076 0.026015 0.0124076 0.0123156 0.0116645 0.0129017 0.00789583
threshold=-0.41270499999999993 0.26473000000000008 -0.11166 -0.40069499999999997 -0.08577499999999999 -0.088709999999999997 -0.073279999999999998 -0.02827 -0.0088099999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 8 -8 -7
right_child=1 -3 4 -5 5 6 7 -9 -10
leaf_value=0.002896834112880511 -0.00093523951668956693 -0.0011951037813633619 -0.0014048845040747306 0.0021490102340361622 -0.0013616066408969839 0.0017153692800586224 -0.0012776190386454311 0.00011702023029126405 0.00013661360058353454
leaf_weight=47 46 72 55 65 56 75 67 3193 56
leaf_count=47 46 72 55 65 56 75 67 3193 56
internal_value=0 7.5932e-05 0.000101488 0.000863478 7.71019e-05 0.000100986 0.000125381 8.81063e-05 0.00104673
internal_weight=0 3685 3613 111 3502 3447 3391 3260 131
internal_count=3732 3685 3613 111 3502 3447 3391 3260 131
is_linear=0
shrinkage=0.0995203


Tree=4203
num_leaves=9
num_cat=0
split_feature=21 18 17 17 2 21 6 26
split_gain=0.0292158 0.0109124 0.0072876 0.0182987 0.0111682 0.006502 0.00943519 0.00864708
threshold=-0.10223999999999998 0.26473000000000008 0.51326500000000019 0.50644500000000015 -0.072895000000000001 0.15544000000000005 0.14653500000000005 -0.100565
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 -2
right_child=1 -3 4 -5 -6 -7 -8 -9
leaf_value=0.0019822066247090989 -0.00052346953601297406 -0.0011707324290370453 -0.0013358390955303177 0.0020222707806031468 0.0004858941136414984 0.0010632035324403743 -0.0010381106701262707 0.00013333569146882138
leaf_weight=80 212 70 85 49 54 66 75 3041
leaf_count=80 212 70 85 49 54 66 75 3041
internal_value=0 5.90977e-05 8.33598e-05 0.000112083 -0.000622226 8.42642e-05 6.46042e-05 9.02796e-05
internal_weight=0 3652 3582 3443 139 3394 3328 3253
internal_count=3732 3652 3582 3443 139 3394 3328 3253
is_linear=0
shrinkage=0.0995203


Tree=4204
num_leaves=23
num_cat=0
split_feature=3 3 3 26 9 9 6 10 6 5 21 1 6 1 29 0 21 6 8 26 1 0
split_gain=0.0153096 0.0222254 0.0449232 0.0569633 0.0222891 0.0211407 0.0210452 0.0177555 0.0158207 0.0149972 0.0128264 0.0650033 0.0264499 0.0150316 0.0139276 0.00918769 0.027619 0.0112793 0.00893239 0.0149632 0.0126432 0.00608323
threshold=0.086285000000000014 0.083875000000000019 0.084290000000000018 0.088115000000000013 0.084115000000000009 0.084535000000000013 0.08463500000000003 0.09056500000000002 0.087075000000000027 0.63223000000000018 -0.079279999999999989 -0.018369999999999997 -0.007045 -0.0096349999999999995 -0.090694999999999998 -0.14909499999999998 0.090285000000000018 -0.45687499999999998 -0.081534999999999982 0.086515000000000022 0.015980000000000005 -0.092939999999999995
decision_type=2 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 -4 -6 -7 9 18 10 11 -2 13 -13 -12 16 -16 -17 19 21 -20 -1
right_child=7 2 3 -5 5 6 -8 -9 -10 -11 14 12 -14 -15 15 17 -18 -19 20 -21 -22 -23
leaf_value=-0.00090468875400818354 0.0033956302324963171 0.0031088339878644171 0.0011888685379418378 0.0029230541565739383 -0.0024840714128114478 0.0016363812560982653 -0.00083239971414567841 0.0016072631809092759 -0.0018116167320855446 -0.0016789755663116181 -0.0017226681259637736 -0.00079824673950809946 -0.0020915852840147913 0.0014685202508567567 -0.0015854180575678176 0.0014812223577336842 0.00062245050716862153 -7.6443833815046305e-05 -0.0012481435966528519 0.0019314564698297261 0.0005053857338327615 0.00051216028908173783
leaf_weight=48 62 75 88 74 50 47 125 61 49 59 54 50 58 68 140 47 93 2191 88 56 75 80
leaf_count=48 62 75 88 74 50 47 125 61 49 59 54 50 58 68 140 47 93 2191 88 56 75 80
internal_value=0 0.000407686 0.000879225 0.000441622 -0.000148079 -0.000681728 -0.000153031 -7.17371e-05 -0.000136803 -0.00010832 -7.44848e-05 0.000623301 -0.000348665 0.000501088 -0.00014058 -0.000105675 -0.000700652 -4.33656e-05 9.73391e-05 0.000574507 -0.000436283 -1.27627e-05
internal_weight=0 855 459 384 310 222 172 2883 396 2822 2763 238 176 118 2525 2471 233 2238 347 184 163 128
internal_count=3738 855 459 384 310 222 172 2883 396 2822 2763 238 176 118 2525 2471 233 2238 347 184 163 128
is_linear=0
shrinkage=0.0995203


Tree=4205
num_leaves=20
num_cat=0
split_feature=3 9 9 17 17 9 9 10 17 9 26 5 18 18 0 0 9 21 23
split_gain=0.0132081 0.0447056 0.111006 0.0183676 0.0285941 0.016567 0.0252665 0.0140821 0.0146255 0.023479 0.0118315 0.0116881 0.00865095 0.0178044 0.0358156 0.0130181 0.0119823 0.046989 0.0403713
threshold=0.084955000000000017 0.085610000000000019 0.091690000000000021 0.11180000000000002 0.0031350000000000006 0.084485000000000018 0.083715000000000026 0.09056500000000002 0.51544000000000012 0.091965000000000033 0.085075000000000026 0.63223000000000018 -0.007069999999999999 -0.027300000000000001 -0.08269 0.048265000000000009 0.11351500000000002 0.086835000000000009 -0.022119999999999997
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 10 8 11 -10 -1 12 13 15 -15 -2 18 -18 -14
right_child=7 2 -4 -5 -6 -7 -8 -9 9 -11 -12 -13 16 14 -16 -17 17 -19 -20
leaf_value=0.00015886411914947698 -0.00014303461904017738 0.0060092287867751365 -0.00032917821762519007 -0.0017168634583105489 0.0026095809179935902 -0.0011999615820767633 0.0018233405515875891 0.0014473082395819032 -0.00015548942599105607 0.0026178869618613972 -0.0015893502650204008 -0.001511883525055316 0.0022158670821387947 0.002065999514589468 -0.00050749949379337079 0.0015492014039116045 -0.0030885992572020457 0.00058300412048497294 -0.00028577986412818774
leaf_weight=188 1049 46 67 52 46 90 83 61 73 51 48 59 67 120 96 47 65 73 1357
leaf_count=188 1049 46 67 52 46 90 83 61 73 51 48 59 67 120 96 47 65 73 1357
internal_value=0 0.000453602 0.00224382 5.29853e-05 0.000257053 -5.53312e-06 0.000328887 -4.92321e-05 -7.93622e-05 0.000978572 -0.000193236 -0.000124368 -9.55991e-05 9.23404e-05 0.000918432 -6.97191e-05 -0.000253983 -0.00114044 -0.000167501
internal_weight=0 620 113 507 455 409 319 3118 3057 124 236 2933 2874 1312 216 1096 1562 138 1424
internal_count=3738 620 113 507 455 409 319 3118 3057 124 236 2933 2874 1312 216 1096 1562 138 1424
is_linear=0
shrinkage=0.0995203


Tree=4206
num_leaves=19
num_cat=0
split_feature=3 9 9 0 0 17 3 18 5 10 17 26 11 5 1 0 1 5
split_gain=0.010703 0.0362229 0.0900442 0.0176959 0.0543195 0.0332951 0.0139409 0.0117231 0.0184862 0.0114194 0.0118448 0.0202627 0.00992663 0.00947601 0.00843688 0.00790131 0.0108071 0.00870595
threshold=0.084955000000000017 0.085610000000000019 0.091690000000000021 -0.085794999999999996 -0.087300000000000003 -0.0064000000000000003 0.084290000000000018 -0.015069999999999998 -0.09583499999999999 0.09056500000000002 0.51544000000000012 0.089545000000000027 -0.075149999999999981 0.63223000000000018 0.52078500000000016 0.048265000000000009 -0.077634999999999996 0.2686150000000001
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 7 6 12 -1 -9 10 13 -12 -5 14 15 16 -2 -17
right_child=9 2 -4 5 -6 -7 -8 8 -10 -11 11 -13 -14 -15 -16 17 -18 -19
leaf_value=-0.0012474943580967556 -0.00041912961669779246 0.0054111891747910014 -0.00029641829875270916 -6.6740344052234647e-05 0.0031679304428110545 -0.0021346364229890228 -0.0011561624767953899 -0.00085142484949832459 0.0015466325951338478 0.001303271825853596 -0.00015482049860881278 0.0024292136488983113 0.0017621250333330187 -0.0013614205983664015 -0.0013554527568001584 7.0436739453333471e-06 2.3315731564426102e-05 0.0015278583597322373
leaf_weight=68 766 46 67 56 63 86 47 62 65 61 74 50 60 59 51 94 1900 63
leaf_count=68 766 46 67 56 63 86 47 62 65 61 74 50 60 59 51 94 1900 63
internal_value=0 0.000408328 0.00201979 4.75515e-05 0.000626644 -0.000549185 0.000282289 -0.000190189 0.000369482 -4.43064e-05 -7.1464e-05 0.000880527 0.000872168 -0.000111991 -8.60567e-05 -6.2834e-05 -0.000103501 0.000622521
internal_weight=0 620 113 507 258 249 163 195 127 3118 3057 124 116 2933 2874 2823 2666 157
internal_count=3738 620 113 507 258 249 163 195 127 3118 3057 124 116 2933 2874 2823 2666 157
is_linear=0
shrinkage=0.0995203


Tree=4207
num_leaves=23
num_cat=0
split_feature=2 19 1 1 6 17 18 18 26 17 6 18 2 17 17 2 26 17 2 26 4 4
split_gain=0.0125581 0.0265606 0.0207857 0.0566187 0.0323742 0.0266749 0.0291343 0.0244261 0.038371 0.0191481 0.0136703 0.0178868 0.0127362 0.0347941 0.0440328 0.0108199 0.030939 0.0102503 0.00973702 0.0101643 0.0117512 0.0136581
threshold=-0.081055000000000002 0.11368500000000002 -0.073844999999999994 -0.080085000000000003 0.08846500000000003 0.052150000000000009 -0.020389999999999998 0.089775000000000021 0.091570000000000026 -0.54752499999999993 0.095355000000000023 0.086800000000000016 -0.080165 0.00079000000000000023 -0.043894999999999997 -0.079149999999999984 0.088055000000000022 -0.072334999999999997 -0.078454999999999983 -0.23202999999999999 0.15221500000000004 0.14154500000000006
decision_type=2 2 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 6 -1 8 -6 -4 11 17 13 14 -2 16 -14 -11 -17 -20 21 -21
right_child=12 -3 9 -5 7 -7 -8 -9 -10 10 -12 -13 15 -15 -16 18 -18 -19 19 20 -22 -23
leaf_value=0.0015487583014941531 0.00021869466134986275 0.0020991728539500936 -0.0020685297580567462 0.0038705986893542606 -0.00087806174077995015 0.0030524657514166211 -5.2975780519715856e-05 -0.0025113344628785749 0.0018076014544844558 -0.00069322482785424077 -0.0015787827463087994 0.0018367154187218149 0.0027886044014379992 0.0010424054650992011 -0.003888363578338115 -0.0012766516249706247 -0.00058074827154722412 0.0001832860651316021 -0.0013847091359315816 -2.8879417676126462e-05 0.0013840191917311041 -0.0016850402001585424
leaf_weight=178 46 72 53 46 189 46 303 51 73 204 57 50 48 54 58 70 61 373 57 1542 56 51
leaf_count=178 46 72 53 46 189 46 303 51 73 204 57 50 48 54 58 70 61 373 57 1542 56 51
internal_value=0 0.000227913 0.000144396 0.000469539 0.000282316 0.000759091 0.000538064 -0.000517817 -0.000126642 -0.000245372 -0.000102907 2.9958e-05 -0.000138436 -0.000997076 -0.00206391 -6.60308e-05 0.000895494 -0.000125188 -0.000125504 -7.77908e-05 -3.21189e-05 -8.24155e-05
internal_weight=0 1695 1623 886 840 527 481 313 262 737 684 627 2043 158 104 1885 109 577 1776 1706 1649 1593
internal_count=3738 1695 1623 886 840 527 481 313 262 737 684 627 2043 158 104 1885 109 577 1776 1706 1649 1593
is_linear=0
shrinkage=0.0995203


Tree=4208
num_leaves=25
num_cat=0
split_feature=6 3 3 3 6 2 20 5 6 5 0 0 4 0 1 21 2 1 3 26 1 6 1 9
split_gain=0.0441958 0.0131869 0.0239943 0.0162751 0.0568661 0.0380405 0.0236026 0.0278581 0.0160153 0.0121678 0.0104476 0.042767 0.0236356 0.0179235 0.0115196 0.00979438 0.0157345 0.0125132 0.0230781 0.0239778 0.0206819 0.0253707 0.0140551 0.00626733
threshold=0.23663500000000004 0.089095000000000021 0.088845000000000021 0.091225000000000014 0.086520000000000027 -0.082084999999999991 -0.079624999999999987 -0.01554 -0.080534999999999995 -0.50749999999999995 -0.081094999999999987 -0.080204999999999985 0.085990000000000025 -0.081854999999999997 -0.083284999999999984 -0.070074999999999985 -0.075024999999999994 0.0047600000000000012 0.091865000000000016 0.091400000000000023 0.05340000000000001 -0.082809999999999995 0.066150000000000028 0.088995000000000019
decision_type=2 2 2 2 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 -6 8 -8 -3 -1 13 -12 -13 14 -11 16 23 18 -17 -20 21 -19 -22 -5
right_child=-2 3 -4 15 5 -7 7 -9 -10 10 11 12 -14 -15 -16 17 -18 20 19 -21 22 -23 -24 -25
leaf_value=-0.0016468502887887905 -0.0030160004707115657 0.0021835456229019239 -0.0024368421526157662 -0.00079044334983804649 0.0042703049062790535 0.00085899089037953108 -0.0031572629315039843 6.2591429151033718e-05 -0.00039068362845150694 0.00029442236251893498 0.0028078564432288395 -0.0012702965565835661 0.00065319095517812832 -0.0022098662120830954 -0.00043139730034187201 -0.0020279572947766939 -0.0020356087090520726 0.0027971531482377846 -0.00049536024539383332 0.00048676746552719029 -0.0008798884106610322 0.00011442316546679943 0.00036689176916435319 0.00080125273697974331
leaf_weight=55 50 46 49 48 58 75 46 62 49 318 58 112 145 46 673 61 59 71 523 465 111 70 460 50
leaf_count=55 50 46 49 48 58 75 46 62 49 318 58 112 145 46 673 61 59 71 523 465 111 70 460 50
internal_value=0 -3.68947e-05 -0.000270511 0.000113649 0.00075258 0.00235279 -0.000291799 -0.00130125 0.000847169 -0.000194484 -0.000134796 0.000366017 -0.000181875 -0.000287713 -0.000197664 1.29296e-06 -0.000751463 6.88689e-05 -0.000149125 -3.22955e-05 0.000391192 0.00147111 0.000123089 1.32932e-05
internal_weight=0 3710 1456 2254 336 133 203 108 95 1407 1352 315 257 1037 991 1918 157 1761 1049 988 712 141 571 98
internal_count=3760 3710 1456 2254 336 133 203 108 95 1407 1352 315 257 1037 991 1918 157 1761 1049 988 712 141 571 98
is_linear=0
shrinkage=0.0995203


Tree=4209
num_leaves=31
num_cat=0
split_feature=6 9 26 1 17 17 20 17 1 9 20 0 0 17 0 9 2 17 9 17 8 9 0 17 1 18 20 17 26 0
split_gain=0.0358362 0.00870301 0.0147028 0.0160325 0.0136374 0.0415812 0.0207929 0.0280104 0.0214579 0.0300803 0.0405937 0.027507 0.0278456 0.0181783 0.01532 0.0334566 0.0616869 0.033228 0.0200585 0.0159583 0.013417 0.00991512 0.0427286 0.0292894 0.0428946 0.0100584 0.00928915 0.00882083 0.0104095 0.00457319
threshold=0.23663500000000004 0.089025000000000021 0.10038000000000001 -0.082489999999999994 -0.0073949999999999997 -0.017704999999999995 -0.012970000000000001 0.0036400000000000009 -0.050379999999999994 0.11408000000000003 1.0000000180025095e-35 -0.073219999999999993 -0.065229999999999996 0.40827500000000011 -0.071799999999999989 0.09550500000000002 -0.083204999999999987 -0.067864999999999995 0.098465000000000011 -0.45712999999999998 -0.081534999999999982 0.08758500000000001 -0.082224999999999993 -0.015464999999999998 -0.025874999999999999 -0.14734 -0.079725000000000004 -0.54892999999999992 0.08919500000000001 -0.074264999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 5 14 7 -6 11 10 -10 13 -13 -8 17 16 -16 19 -17 -3 -9 25 23 -23 -25 29 -22 -27 -29 -1
right_child=-2 4 3 -5 6 -7 8 20 9 -11 -12 12 -14 -15 15 18 -18 -19 -20 -21 26 22 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.00010602661960987055 -0.0027158475591335554 -0.00086373049297668069 0.0022255838087896539 -3.1902200340861414e-05 -0.002429172642063878 0.0033663674312811279 -0.00030717050596525055 -0.0014800911976855867 0.0029767482330530426 -0.00096542282623132832 -0.00042185581895618982 -0.0033152466826786488 6.4886887981015182e-06 0.0017022174278146715 0 -0.0012266467074854663 0.0043203763492398167 -0.0020277692242966746 0.00068672183761086896 0.00097549698178456723 0.0015127229431051979 0.0019029003635120546 -0.0025472165648274332 -0.0030983473830334426 0.0009100469382521824 -0.001447435606639033 -0.00027915642661871493 -0.00022026980175456453 0.00074715296867808442 0.0014807788124253983
leaf_weight=47 50 69 52 76 79 46 132 53 96 55 54 50 49 67 72 86 60 78 147 143 47 60 90 47 60 54 72 1599 118 52
leaf_count=47 50 69 52 76 79 46 132 53 96 55 54 50 49 67 72 86 60 78 147 143 47 60 90 47 60 54 72 1599 118 52
internal_value=0 -3.3201e-05 -0.000155821 0.000878806 0.000156277 0.000472528 -0.000136659 -0.000877169 0.000231232 0.00101586 0.00174779 -0.000305784 -0.00166289 0.000365244 0.000268047 0.00069769 0.00196364 -0.000269888 -1.59867e-05 0.000373019 -0.00015957 -0.000218469 -0.000798741 0.00013865 -0.000843 -0.000138282 0.000421682 -0.000193229 -0.000153307 0.000836388
internal_weight=0 3710 2255 128 1455 701 754 251 503 205 150 298 99 199 655 365 132 290 233 212 172 2127 257 167 107 1870 119 1771 1717 99
internal_count=3760 3710 2255 128 1455 701 754 251 503 205 150 298 99 199 655 365 132 290 233 212 172 2127 257 167 107 1870 119 1771 1717 99
is_linear=0
shrinkage=0.0995203


Tree=4210
num_leaves=21
num_cat=0
split_feature=6 5 9 9 26 9 9 6 9 0 18 0 26 0 6 0 26 26 18 5
split_gain=0.0299257 0.0105878 0.0105213 0.0209658 0.00949191 0.0255997 0.0374277 0.0217992 0.0224799 0.0358497 0.0120318 0.0104469 0.00768262 0.0481763 0.0129387 0.0422578 0.0663251 0.0126281 0.0260308 0.017442
threshold=0.21988000000000005 0.51390500000000017 0.089025000000000021 0.096385000000000012 0.099260000000000029 0.092465000000000033 0.089855000000000032 0.11690000000000002 0.10744000000000002 -0.069569999999999993 0.089365000000000014 -0.081909999999999997 0.096275000000000013 -0.077174999999999994 0.10449000000000003 -0.077624999999999986 0.090385000000000021 0.093835000000000016 -0.0051099999999999991 0.27139000000000008
decision_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 -4 12 6 11 8 9 -7 -10 -6 14 -14 17 16 -16 19 -19 -1
right_child=-2 2 3 -5 5 7 -8 -9 10 -11 -12 -13 13 -15 15 -17 -18 18 -20 -21
leaf_value=-0.00017949156199240928 -0.0021008398313903018 -0.00040018115241793645 0.0027028932168630497 0.00012610254613264096 -0.0003394487994786493 -0.0019167597039983454 0.0037134865377671175 0.001736452002572389 0.0011964582575427856 0.0011402590214426394 -0.00072717400885064756 0.0014653588093258157 -0.0033694180695031093 0.00098758365582647667 -0.00037010657818344457 -0.0016662980582151847 0.0041008024972811058 -0.0028658423857380383 0.00033259206883583145 0.00097423821386860099
leaf_weight=2412 70 58 54 76 74 146 47 53 92 51 49 55 46 55 72 53 60 50 50 137
leaf_count=2412 70 58 54 76 74 146 47 53 92 51 49 55 46 55 72 53 60 50 50 137
internal_value=0 -2.33439e-05 0.000703881 0.00120276 -6.26177e-05 0.000309716 0.00130687 -0.000137038 -0.000433232 -0.00112119 0.000522156 0.000423697 -0.000134826 -0.000988689 -0.000104107 0.000699727 0.00165592 -0.000160554 -0.00125844 -0.000117161
internal_weight=0 3690 188 130 3502 567 176 391 338 197 141 129 2935 101 2834 185 132 2649 100 2549
internal_count=3760 3690 188 130 3502 567 176 391 338 197 141 129 2935 101 2834 185 132 2649 100 2549
is_linear=0
shrinkage=0.0995203


Tree=4211
num_leaves=21
num_cat=0
split_feature=6 5 17 8 18 18 26 3 21 18 17 3 3 0 21 3 3 26 26 17
split_gain=0.0243215 0.00909468 0.00884463 0.0209381 0.008404 0.0298279 0.0253362 0.049563 0.0129349 0.00980261 0.0138708 0.00873341 0.0192211 0.0177523 0.0589358 0.0144063 0.00955097 0.0194688 0.0192708 0.0124572
threshold=0.23663500000000004 0.5124350000000002 -0.56005499999999986 0.0017700000000000003 -0.085834999999999995 -0.090899999999999995 0.088685000000000028 0.087515000000000023 0.11412000000000001 -0.092414999999999983 -0.015100000000000001 0.08622500000000001 0.086605000000000029 -0.229625 0.090285000000000018 0.091225000000000014 0.084955000000000017 0.088435000000000027 0.087525000000000019 -0.0030799999999999998
decision_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 -4 5 8 7 -7 9 10 -1 16 -13 14 -14 -15 17 18 -6 -18
right_child=-2 2 3 -5 11 6 -8 -9 -10 -11 -12 12 13 15 -16 -17 19 -19 -20 -21
leaf_value=-0.00024319323738971393 -0.0022364899773721554 -0.0003994784246968443 -4.7165207692053605e-06 0.0023645303960499846 -0.00013897246365253193 -0.00042556208551183035 0.0005818455827854591 -0.0041541267973400344 -0.0013035351589143109 0.0014282927877728949 0.0012919858756853147 0.0018959572828857647 -0.0033061144803596763 0.0005331200901516664 0.0013558018956534158 -4.9203153228487085e-05 -0.00031420384339809625 0.0012913547155175146 -0.0022622697592037358 -0.0023033086699128799
leaf_weight=325 50 60 84 65 369 80 46 64 64 57 71 58 59 602 49 1391 86 82 48 50
leaf_count=325 50 60 84 65 369 80 46 64 64 57 71 58 59 602 49 1391 86 82 48 50
internal_value=0 -2.63938e-05 0.000610968 0.00102335 -6.46764e-05 -0.000371237 -0.0014376 -0.00208839 1.90736e-05 0.000207739 2.99864e-05 1.26035e-05 0.000108307 5.85681e-05 -0.00118341 0.000126281 -0.000311501 -0.000108174 -0.000385344 -0.00105151
internal_weight=0 3710 209 149 3501 707 190 144 517 453 396 2794 2159 2101 108 1993 635 499 417 136
internal_count=3760 3710 209 149 3501 707 190 144 517 453 396 2794 2159 2101 108 1993 635 499 417 136
is_linear=0
shrinkage=0.0995203


Tree=4212
num_leaves=24
num_cat=0
split_feature=24 17 6 2 5 2 2 1 18 17 6 0 0 6 0 6 17 6 9 9 1 3 30
split_gain=0.032081 0.00902694 0.0186273 0.0265855 0.0795719 0.0342532 0.0316795 0.0200255 0.0181397 0.0155725 0.025512 0.0637154 0.0268688 0.0393097 0.022773 0.0153081 0.0123745 0.0173343 0.0108016 0.0132907 0.0190788 0.0203056 0.00565329
threshold=-0.071649999999999991 -0.013885 0.085845000000000019 -0.086050000000000001 -0.025879999999999997 -0.084804999999999992 -0.082954999999999987 -0.082195000000000004 -0.086894999999999986 -0.067414999999999989 0.088915000000000022 -0.071799999999999989 -0.086855000000000002 -0.095814999999999997 -0.082284999999999983 0.083720000000000031 -0.0064000000000000003 -0.0093650000000000001 -0.093949999999999992 -0.02614 0.058455000000000014 0.10807500000000002 0.086935000000000026
decision_type=2 2 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 -4 -5 -7 -8 -3 18 12 -12 13 -11 -14 16 -10 -18 -2 22 21 -21 -20
right_child=1 2 3 5 -6 6 7 -9 15 10 11 -13 14 -15 -16 -17 17 -19 19 20 -22 -23 -24
leaf_value=-0.0026509311227490718 -0.0014326840900891371 -0.00165014080913026 -0.00070874997492715404 -0.0021907478424929867 0.0048951333535062107 0.0028936184873373043 0.0020346829107134303 3.4399574016929475e-05 0.0012501686600633441 0.0011961666357855445 -0.0041760917621485013 8.1338716893001505e-05 0.0025843508895429224 -0.0024144130124325648 -0.00022016258044523716 -0.0014942468748546092 0.00014639449994297986 -0.00099340087000584728 0.0019448322404913207 -0.00017943085685266405 -0.0014925832472794287 0.00085408284327536071 0.00039082605843293437
leaf_weight=47 53 72 51 51 49 50 56 440 81 46 63 77 49 84 68 66 863 156 46 900 87 238 50
leaf_count=47 53 72 51 51 49 50 56 440 81 46 63 77 49 84 68 66 863 156 46 900 87 238 50
internal_value=0 -3.39206e-05 0.000114185 0.000525918 0.00202897 0.00027278 0.000504389 0.000261889 -0.000116962 -0.000197125 -0.000754876 -0.00182866 -0.00014294 -0.00113053 0.000947381 -2.15867e-05 6.60287e-05 -2.72949e-05 -3.94329e-05 1.58462e-05 -7.18946e-05 3.59977e-05 0.00114398
internal_weight=0 3696 1935 697 100 597 546 496 1238 1761 387 140 247 130 117 1166 1100 1019 1374 1321 1225 1138 96
internal_count=3743 3696 1935 697 100 597 546 496 1238 1761 387 140 247 130 117 1166 1100 1019 1374 1321 1225 1138 96
is_linear=0
shrinkage=0.0995203


Tree=4213
num_leaves=17
num_cat=0
split_feature=24 10 10 17 6 2 2 2 18 2 2 17 18 1 6 5
split_gain=0.0260133 0.00999378 0.0120428 0.0113037 0.0142031 0.0270036 0.0481815 0.0277856 0.0154079 0.0135924 0.0492008 0.030705 0.0538694 0.0303278 0.0131551 0.011463
threshold=-0.071649999999999991 0.091080000000000022 0.086275000000000018 -0.013885 0.085845000000000019 -0.086050000000000001 -0.090394999999999989 -0.084804999999999992 -0.086894999999999986 -0.082904999999999993 -0.082294999999999993 -0.047785000000000001 -0.025879999999999997 -0.0046399999999999992 0.083720000000000031 -0.079124999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 8 6 -6 -7 -5 11 -11 13 -13 -2 -10 -12
right_child=1 -3 -4 4 5 7 -8 -9 14 10 15 12 -14 -15 -16 -17
leaf_value=-0.0023871098229160401 -4.5376497119621347e-05 -0.001225914494381475 0.0012571525225134438 -0.0014859184014546834 -0.00020108751985377339 -0.0019727241703180968 0.0043134455362295303 0.00045449063395467114 0.00010328310874048196 0.0027584858364183267 -0.00097912126842038759 0 -0.0044893304351973223 -0.0024206094396075966 -0.0013455391972039263 -7.1499761120617672e-06
leaf_weight=47 554 68 73 72 46 51 47 546 1039 61 143 57 50 59 66 764
leaf_count=47 554 68 73 72 46 51 47 546 1039 61 143 57 50 59 66 764
internal_value=0 -3.05007e-05 -7.86928e-06 -3.40761e-05 0.00013439 0.000493053 0.00207165 0.000245769 -7.51748e-05 -0.000220892 2.18528e-05 -0.000548387 -0.00210511 -0.000275323 1.60062e-05 -0.000161296
internal_weight=0 3696 3628 3555 1867 690 93 597 1177 1688 968 720 107 613 1105 907
internal_count=3743 3696 3628 3555 1867 690 93 597 1177 1688 968 720 107 613 1105 907
is_linear=0
shrinkage=0.0995203


Tree=4214
num_leaves=14
num_cat=0
split_feature=24 10 10 17 0 0 17 6 6 6 18 18 5
split_gain=0.0210902 0.00810182 0.00976708 0.00917219 0.01466 0.0356618 0.0152105 0.0109927 0.0519215 0.0200334 0.00859291 0.0147704 0.00817561
threshold=-0.071649999999999991 0.091080000000000022 0.086275000000000018 -0.013885 -0.19126499999999999 -0.23998999999999998 -0.011514999999999999 0.088155000000000025 0.089725000000000013 0.091180000000000025 0.11286500000000002 0.09679500000000002 0.054660000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -5 -6 10 -9 -10 11 -2 -8
right_child=1 -3 -4 4 6 -7 12 8 9 -11 -12 -13 -14
leaf_value=-0.0021495441841012271 -3.6358072318342395e-05 -0.0011039110849411918 0.0011320403007956247 0.00056121032628332406 0.0019277983687986115 -0.0027376914171079281 0.00020200314367442075 -0.0035177831749658231 0.0014311374762385871 -0.00053115006705981862 0.0010844262287370903 -0.0018565150786781896 -0.00073319994656596431
leaf_weight=47 1136 68 73 73 49 58 1589 54 61 328 63 46 98
leaf_count=47 1136 68 73 73 49 58 1589 54 61 328 63 46 98
internal_value=0 -2.75745e-05 -7.1749e-06 -3.07984e-05 0.000120929 -0.000893124 0.000197921 -0.0001991 -0.000625007 -0.000221335 -4.68945e-05 -0.000107886 0.000147191
internal_weight=0 3696 3628 3555 1867 131 1736 1688 443 389 1245 1182 1687
internal_count=3743 3696 3628 3555 1867 131 1736 1688 443 389 1245 1182 1687
is_linear=0
shrinkage=0.0995203


Tree=4215
num_leaves=9
num_cat=0
split_feature=7 0 3 21 20 20 8 26
split_gain=0.0203625 0.00917892 0.0184908 0.00792548 0.017171 0.0136762 0.00945526 0.0102466
threshold=0.10781500000000002 -0.229625 0.090595000000000023 -0.11228 -0.24910499999999999 -0.15615999999999999 0.24853500000000003 -0.231015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 7 -7
right_child=-2 3 -4 4 5 6 -8 -9
leaf_value=0.00058719062935867457 -0.002085817670995469 -0.0011870049761481881 -0.0017054324237738712 0.0018777231894909407 -0.0015272094192237972 -0.0014383752522731665 0.001276130575642328 2.6211769373217784e-05
leaf_weight=57 48 54 88 49 57 48 59 3283
leaf_count=57 48 54 88 49 57 48 59 3283
internal_value=0 -2.2362e-05 -0.000798549 9.11084e-06 2.78205e-05 1.28613e-06 2.7228e-05 4.86116e-06
internal_weight=0 3695 145 3550 3496 3447 3390 3331
internal_count=3743 3695 145 3550 3496 3447 3390 3331
is_linear=0
shrinkage=0.0995203


Tree=4216
num_leaves=13
num_cat=0
split_feature=11 28 23 2 6 0 20 1 1 0 23 2
split_gain=0.0162269 0.0133933 0.0132642 0.0141747 0.0275605 0.0549139 0.0201828 0.0744082 0.0329077 0.0136807 0.00771651 0.00736408
threshold=-0.37179999999999996 0.083225000000000021 0.086650000000000019 0.09556000000000002 -0.095814999999999997 -0.14795 -0.053499999999999999 0.0047600000000000012 0.00095500000000000023 -0.22163999999999998 -0.051274999999999994 -0.011474999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 -5 7 -6 -8 -2 -11 -12
right_child=1 -3 -4 4 6 -7 8 -9 -10 10 11 -13
leaf_value=-0.0015768100921259292 -0.001620574023955045 -0.0014184654293553059 -0.0014425428034273015 0.0042113420710331471 -0.0011144320739399595 1.6120481840656174e-06 0.00031036265276860637 0.0041114614768583213 -0.002577981074086294 0.0011096226536649566 -6.9065128724459033e-05 0.00059962428231770859
leaf_weight=67 53 66 61 54 63 72 123 47 57 60 2821 173
leaf_count=67 53 66 61 54 63 72 123 47 57 60 2821 173
internal_value=0 -1.35392e-05 1.21043e-05 3.75236e-05 0.000583189 0.00181228 4.63468e-05 0.00111101 -0.000599732 -3.52727e-05 -7.49281e-06 -3.01533e-05
internal_weight=0 3650 3584 3523 416 126 290 110 180 3107 3054 2994
internal_count=3717 3650 3584 3523 416 126 290 110 180 3107 3054 2994
is_linear=0
shrinkage=0.0995203


Tree=4217
num_leaves=23
num_cat=0
split_feature=27 2 8 8 23 26 26 0 9 9 18 2 0 18 9 6 4 4 11 4 2 0
split_gain=0.014629 0.0239217 0.0171688 0.0207522 0.0134608 0.0141225 0.0190807 0.0332899 0.0190313 0.032797 0.0345623 0.0206463 0.0534895 0.0141798 0.0274419 0.0211921 0.0137711 0.0275087 0.0177175 0.0148914 0.0149571 0.00861595
threshold=0.08988500000000002 -0.046564999999999995 -0.077074999999999991 -0.08569499999999998 0.086650000000000019 0.089625000000000024 0.088875000000000023 -0.083514999999999992 0.088710000000000025 0.087635000000000032 -0.0019149999999999998 -0.082704999999999987 -0.070134999999999989 0.089505000000000015 0.094085000000000016 0.091025000000000023 0.10054500000000002 0.10386500000000003 -0.085754999999999984 0.094025000000000011 0.09556000000000002 -0.086855000000000002
decision_type=2 2 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 16 -8 9 10 -7 12 -10 14 -13 -15 19 -18 -19 20 -1 -12
right_child=1 2 -4 -5 -6 8 7 -9 11 -11 21 13 -14 15 -16 -17 17 18 -20 -21 -22 -23
leaf_value=-3.6198346169876186e-05 -0.0020941600001611591 0.00040140191123015352 0.001477546032553892 -0.0023354878847479136 -0.0015291168125799932 0.0015042411606248237 0.0035064284134169546 0 0.0029356098691712038 -0.0029934861964931621 -0.0024586454520538299 -0.0013767079100288351 -0.0012580013477256514 -0.00081358322313322695 8.9993505755496284e-05 0.00096352800784631491 0.0026918378259035598 -0.0011456238398894261 0.00061281805311527639 -0.001393145807122638 0.0011009498421649859 -0.00056451218515923872
leaf_weight=1494 88 65 50 47 55 63 46 65 71 63 47 222 52 103 291 186 55 68 337 74 124 51
leaf_count=1494 88 65 50 47 55 63 46 65 71 63 47 222 52 103 291 186 55 68 337 74 124 51
internal_value=0 -0.000773068 -5.03844e-05 -0.000739806 1.50213e-05 4.01521e-05 0.00018463 0.00145769 -0.00024369 -0.00106691 -0.000307946 -4.34519e-05 0.00115605 -0.000228436 -0.000543124 0.00032733 0.000118585 0.000601453 0.000315552 -1.22077e-05 5.04443e-05 -0.00148128
internal_weight=0 250 162 112 3467 3412 2263 111 1149 224 161 925 123 802 513 289 2152 460 405 1692 1618 98
internal_count=3717 250 162 112 3467 3412 2263 111 1149 224 161 925 123 802 513 289 2152 460 405 1692 1618 98
is_linear=0
shrinkage=0.0995203


Tree=4218
num_leaves=16
num_cat=0
split_feature=27 2 8 8 23 5 21 1 5 8 1 1 17 0 6
split_gain=0.01185 0.0194072 0.0139121 0.0168382 0.0109146 0.0151351 0.0154152 0.0110833 0.0190056 0.0285542 0.018184 0.0157416 0.0106765 0.0120788 0.00935182
threshold=0.08988500000000002 -0.046564999999999995 -0.077074999999999991 -0.08569499999999998 0.086650000000000019 -0.43873000000000001 0.09865500000000002 0.091025000000000009 -0.11065499999999999 -0.012839999999999999 0.066150000000000028 0.058455000000000014 0.053575000000000012 -0.117355 -0.17463499999999998
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 12 10 9 -9 11 14 13 -1 -7
right_child=1 2 -4 -5 -6 7 -8 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.0025374765513815371 -0.0018857487154980959 0.00036145430254986541 0.0013305003035684118 -0.0021030597188037422 -0.0013769387425875714 0.0012435785849465187 -0.00050094532607397461 0.0011054862644883684 -0.0024874188871155858 -0.0019029248136308769 0.0017451467926851512 -0.0016015018835967157 0.00024554901155916467 0.0006941238131666493 -1.2244787713429527e-05
leaf_weight=73 88 65 50 47 55 60 79 74 48 54 59 61 91 71 2742
leaf_count=73 88 65 50 47 55 60 79 74 48 54 59 61 91 71 2742
internal_value=0 -0.000695806 -4.43644e-05 -0.000665453 1.34705e-05 3.61232e-05 0.00069461 -3.0354e-05 -0.000797433 -0.000157292 1.55691e-05 -1.97877e-05 0.0011 0.00163429 1.43544e-05
internal_weight=0 250 162 112 3467 3412 314 3098 176 128 2922 2863 235 144 2802
internal_count=3717 250 162 112 3467 3412 314 3098 176 128 2922 2863 235 144 2802
is_linear=0
shrinkage=0.0995203


Tree=4219
num_leaves=17
num_cat=0
split_feature=11 28 26 26 0 9 9 8 26 20 20 23 9 24 3 2
split_gain=0.0108425 0.00979261 0.00880309 0.0166869 0.0270561 0.0151282 0.0226378 0.0318639 0.0172857 0.0160657 0.0159021 0.011154 0.00963694 0.00919252 0.00798858 0.00315186
threshold=-0.37179999999999996 0.083225000000000021 0.089625000000000024 0.088875000000000023 -0.083514999999999992 0.088710000000000025 0.087635000000000032 -0.087444999999999995 0.090845000000000023 -0.077579999999999996 -0.072324999999999987 -1.0000000180025095e-35 0.09550500000000002 0.083550000000000027 0.14426500000000003 0.0040650000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -5 6 7 -4 -7 12 -11 15 -10 14 -13 -2
right_child=1 -3 5 4 -6 8 -8 -9 9 10 -12 13 -14 -15 -16 -17
leaf_value=-0.0012852297249239112 0.00053122824031854796 -0.0012087315883999748 -0.0017585870061335278 0.0031631240351791844 0 0.001314910488884394 -0.0024709366650600261 0.00098529695135458461 -0.0021707325832272528 0.0015691299979650351 -0.00013323371383692367 1.6625922118284956e-05 -0.00029400680106040375 -0.0012734588198600649 0.0010764414537000875 0.0017304255884256147
leaf_weight=67 46 66 79 46 65 86 67 89 58 59 689 2075 53 53 73 46
leaf_count=67 46 66 79 46 65 86 67 89 58 59 689 2075 53 53 73 46
internal_value=0 -7.35287e-06 1.45423e-05 0.00012403 0.00131613 -0.000207822 -0.00092251 -0.000300109 -2.92295e-05 -0.000164753 0 6.59656e-05 -0.00128201 2.07114e-05 5.3025e-05 0.00113973
internal_weight=0 3650 3584 2404 111 1180 235 168 945 859 748 2293 111 2201 2148 92
internal_count=3717 3650 3584 2404 111 1180 235 168 945 859 748 2293 111 2201 2148 92
is_linear=0
shrinkage=0.0995203


Tree=4220
num_leaves=18
num_cat=0
split_feature=27 0 9 12 7 0 26 26 0 0 0 1 9 6 0 18 5
split_gain=0.0376473 0.0107155 0.0102075 0.0135337 0.00789015 0.00922894 0.0171346 0.0200576 0.0279822 0.0126297 0.0202725 0.0182956 0.0202671 0.00903077 0.00744155 0.00790349 0.0105958
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 9 7 8 -7 10 13 -11 -13 -1 -5 -16 -17
right_child=-2 2 -4 14 -6 6 -8 -9 -10 11 -12 12 -14 -15 15 16 -18
leaf_value=-0.00013555968752676577 0.0023302223940936885 -0.0017739986165782732 -0.0015022840978770027 -0.0010252916249596604 -0.0012581454712849351 0.0026849658687385265 0.0021615505815810302 -0.0016232683220423721 0.00013320883338674923 -0.0022738456090082796 0.0020124067218292344 -0.0016810814273545119 0.0010305241493288684 0.00026394041894225876 0.0013174984528024009 0.00079088471230503532 -0.0012063328261583941
leaf_weight=1793 68 47 86 46 47 50 52 50 292 59 50 47 65 815 60 58 48
leaf_count=1793 68 47 86 46 47 50 52 50 292 59 50 47 65 815 60 58 48
internal_value=0 -3.30099e-05 -0.000560983 -0.000245267 2.16082e-05 4.02355e-05 0.000462165 0.000234648 0.000508667 -2.56952e-05 2.73414e-05 -0.000854876 -0.000100073 -1.0402e-05 8.97886e-05 0.000403718 -0.000105793
internal_weight=0 3665 345 259 3320 3273 444 392 342 2829 2658 171 112 2608 212 166 106
internal_count=3733 3665 345 259 3320 3273 444 392 342 2829 2658 171 112 2608 212 166 106
is_linear=0
shrinkage=0.0995203


Tree=4221
num_leaves=9
num_cat=0
split_feature=10 17 24 19 2 0 1 4
split_gain=0.0254337 0.011369 0.0112388 0.00976047 0.00827879 0.0185678 0.0179358 0.0149234
threshold=0.096215000000000023 -0.56655999999999984 -0.070599999999999996 -0.10411999999999999 -0.241895 0.076335000000000014 -0.50597999999999999 0.088435000000000027
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -7
right_child=-2 2 3 4 5 7 -8 -9
leaf_value=-0.0012261457875308007 0.0022161848579416769 -0.0015417300636415788 0.0012515640387044174 0.0012861844953102966 -0.0018608703227828772 -0.00012160232578019048 5.7115335831339948e-05 -0.0022851527797860178
leaf_weight=76 51 46 63 49 49 65 3271 63
leaf_count=76 51 46 63 49 49 65 3271 63
internal_value=0 -2.15321e-05 3.62935e-06 2.38274e-05 1.47512e-06 -1.65447e-05 2.85611e-05 -0.00119287
internal_weight=0 3682 3606 3560 3497 3448 3320 128
internal_count=3733 3682 3606 3560 3497 3448 3320 128
is_linear=0
shrinkage=0.0995203


Tree=4222
num_leaves=8
num_cat=0
split_feature=27 17 10 17 24 17 19
split_gain=0.0299469 0.00903471 0.0106176 0.0279481 0.0108025 0.00993455 0.00854472
threshold=0.11470500000000003 -0.56655999999999984 0.090150000000000022 -0.55286000000000002 -0.070004999999999998 -0.54604999999999992 -0.10411999999999999
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7
right_child=-2 2 -4 4 5 6 -8
leaf_value=-0.0011041195014652345 0.002077455245440102 0.002264683195468842 -0.0011559019018863828 -0.001499503497762003 -0.0013745273186569688 0.0012019498639402328 3.2681499136554661e-06
leaf_weight=76 68 54 78 48 51 60 3298
leaf_count=76 68 54 78 48 51 60 3298
internal_value=0 -3.02762e-05 -7.3086e-06 1.79753e-05 -1.68826e-05 3.75314e-06 2.49297e-05
internal_weight=0 3665 3589 3511 3457 3409 3358
internal_count=3733 3665 3589 3511 3457 3409 3358
is_linear=0
shrinkage=0.0995203


Tree=4223
num_leaves=17
num_cat=0
split_feature=10 19 8 7 2 2 19 2 6 18 6 2 8 8 8 8
split_gain=0.0226839 0.00679324 0.00857442 0.0197436 0.0112791 0.044434 0.0218409 0.0236347 0.0120775 0.0328218 0.0322797 0.0158498 0.01318 0.0110538 0.0143469 0.0116195
threshold=0.096215000000000023 -0.10411999999999999 -0.065539999999999987 0.077685000000000018 -0.08237499999999999 -0.082704999999999987 0.10781000000000003 -0.083204999999999987 0.085845000000000019 -0.082304999999999989 0.12080000000000003 -0.082025000000000001 -0.071594999999999992 -0.057284999999999996 -0.050299999999999997 -0.041669999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 13 5 6 7 -3 11 -10 -11 -6 -13 -4 -15 -16
right_child=-2 2 3 -5 8 -7 -8 -9 9 10 -12 12 -14 14 15 -17
leaf_value=0.00099431887915888968 0.0020917367749071513 -1.6436794291035528e-05 -0.0013388754590250046 -0.0019975017553943591 -0.0017519621376291957 -0.0028886597621859814 -0.0018068149451679299 0.0022587657318070076 -0.0017400459344878989 0.001183044097531066 -0.0014174244127701104 1.1458976903926759e-05 0.0014871824014409851 0.0015151898518226891 -0.0015448407553306507 -8.2786891601907542e-05
leaf_weight=64 51 770 74 61 47 57 63 48 52 420 53 786 65 53 57 1012
leaf_count=64 51 770 74 61 47 57 63 48 52 420 53 786 65 53 57 1012
internal_value=0 -2.15616e-05 -3.97581e-05 -0.000249875 7.17617e-05 -0.000195669 -2.0505e-05 0.000116071 0.000248619 0.000627877 0.000889929 2.59815e-05 0.000125138 -0.000160056 -8.15786e-05 -0.000161511
internal_weight=0 3682 3618 1257 2361 938 881 818 1423 525 473 898 851 1196 1122 1069
internal_count=3733 3682 3618 1257 2361 938 881 818 1423 525 473 898 851 1196 1122 1069
is_linear=0
shrinkage=0.0995203


Tree=4224
num_leaves=8
num_cat=0
split_feature=29 20 6 4 26 27 26
split_gain=0.0334191 0.0279766 0.018201 0.00888697 0.00909053 0.0149795 0.00994648
threshold=0.12737000000000004 -0.41270499999999993 -0.48214499999999999 0.14903500000000006 -0.2382 -0.032854999999999995 0.085635000000000031
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7
right_child=-2 2 3 -5 5 6 -8
leaf_value=0.0025145823639694531 -0.0025674096233882938 0.001458344388827644 -0.0010863316341494689 0.0013009060867454005 0.0017240604933532761 0.0001715784747062532 -0.00017002652841738351
leaf_weight=46 48 88 76 52 50 1577 1816
leaf_count=46 48 88 76 52 50 1577 1816
internal_value=0 7.52342e-05 4.43436e-05 9.26914e-06 -9.58467e-06 1.39455e-05 -1.10139e-05
internal_weight=0 3705 3659 3571 3519 3443 3393
internal_count=3753 3705 3659 3571 3519 3443 3393
is_linear=0
shrinkage=0.0995203


Tree=4225
num_leaves=14
num_cat=0
split_feature=20 26 30 0 18 3 17 1 18 1 19 8 9
split_gain=0.0254886 0.02474 0.0164103 0.00726962 0.0185434 0.042625 0.00885784 0.0206519 0.0222165 0.0219956 0.0111298 0.0166203 0.0160541
threshold=-0.41270499999999993 0.51432000000000022 0.12076500000000003 -0.20796499999999998 0.086800000000000016 0.09587500000000003 0.26430000000000003 -0.050379999999999994 -0.037059999999999989 -0.068094999999999989 0.081005000000000021 -0.49499500000000002 0.084645000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 10 9 -9 -8 11 -5 -12
right_child=1 -3 -4 6 -6 -7 7 8 -10 -11 12 -13 -14
leaf_value=0.0023402201605211511 0.0036077398979762255 -0.00228562174631709 0.0018095679734227979 -0.0016092327832460042 -0.001030587353077625 -0.00011727600252578289 -0.00054873379342933702 0.0021237473871039436 -0.00033389918992793977 -0.0030127915822979047 0.0013485291085080773 1.3339645785509998e-05 -0.00013879415236500717
leaf_weight=47 48 46 51 64 48 82 125 46 174 51 148 2685 138
leaf_count=47 48 46 51 64 48 82 125 46 174 51 148 2685 138
internal_value=0 7.70808e-06 3.6755e-05 1.1476e-05 0.000631739 0.00125182 -2.04646e-05 -0.000463305 0.000176252 -0.0012674 3.70465e-05 -2.4138e-05 0.000628007
internal_weight=0 3706 3660 3609 178 130 3431 396 220 176 3035 2749 286
internal_count=3753 3706 3660 3609 178 130 3431 396 220 176 3035 2749 286
is_linear=0
shrinkage=0.0995203


Tree=4226
num_leaves=12
num_cat=0
split_feature=20 26 9 1 21 9 9 3 3 9 3
split_gain=0.0214172 0.0199121 0.0151485 0.0161321 0.0114086 0.0106389 0.0317962 0.0152732 0.0146568 0.0144259 0.0116444
threshold=-0.24910499999999999 0.51432000000000022 0.12188500000000002 0.15756500000000004 0.15159000000000003 0.093705000000000024 0.094375000000000028 0.087570000000000023 0.08785500000000003 0.087825000000000028 0.097880000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 9 -9 -2 -8
right_child=1 -3 3 -5 -6 6 10 8 -10 -11 -12
leaf_value=0.0016982426503817059 -0.00030659491024121409 -0.0020581562013608935 0.00017850865446409418 0.0024615517405196579 -0.0014226113221215415 -0.0027249398446445006 -0.00071584358027954162 0.0017074609276221402 0.00022393984390547999 0.0011163946743582994 0.00014977891151327183
leaf_weight=75 955 46 79 51 56 51 234 69 1614 76 447
leaf_count=75 955 46 79 51 56 51 234 69 1614 76 447
internal_value=0 -3.50598e-07 2.54866e-05 0.00108046 -1.34421e-05 9.22037e-06 -0.000327224 0.000100265 0.000285248 -0.000200905 -0.000146458
internal_weight=0 3678 3632 130 3502 3446 732 2714 1683 1031 681
internal_count=3753 3678 3632 130 3502 3446 732 2714 1683 1031 681
is_linear=0
shrinkage=0.0995203


Tree=4227
num_leaves=11
num_cat=0
split_feature=6 26 6 10 8 26 8 2 17 2
split_gain=0.018228 0.0161833 0.0155603 0.00767765 0.00869361 0.0162265 0.00919879 0.00795234 0.00764017 0.00596854
threshold=0.23153500000000005 0.51432000000000022 -0.48214499999999999 0.093790000000000026 0.10528000000000003 -0.08274999999999999 0.095985000000000015 -0.10165999999999999 0.0041300000000000009 -0.0031199999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 6 7 8 -6 -4 -1
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 -11
leaf_value=0.0021099265987614409 0.0017223525373803302 -0.001853328145085345 9.8350425622838642e-05 -0.001096792702518808 -0.00094212677950735466 0.0021532690646800024 -0.0012863051458743017 0.00085227250320924495 -0.00023440473660188942 0.00047817463893907281
leaf_weight=46 62 46 2313 63 47 53 56 51 970 46
leaf_count=46 62 46 2313 63 47 53 56 51 970 46
internal_value=0 1.42808e-06 2.50598e-05 -7.79902e-06 1.16245e-05 0.000750392 -2.15397e-05 0 0 0.00130295
internal_weight=0 3691 3645 3553 3490 151 3339 98 3283 92
internal_count=3753 3691 3645 3553 3490 151 3339 98 3283 92
is_linear=0
shrinkage=0.0995203


Tree=4228
num_leaves=15
num_cat=0
split_feature=17 1 5 1 0 0 26 17 10 19 0 8 17 5
split_gain=0.0100917 0.0220602 0.0240387 0.0124828 0.0101694 0.0229926 0.017002 0.00966239 0.00894892 0.00850907 0.00769432 0.0166157 0.00846455 0.0109929
threshold=0.42451000000000011 -0.050379999999999994 -0.080724999999999991 0.62198500000000012 -0.073914999999999995 -0.072274999999999992 -0.126245 0.11180000000000002 0.086165000000000019 0.11368500000000002 -0.077544999999999989 -0.077074999999999991 -0.54892999999999992 -0.00093999999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 9 -6 -7 8 -8 10 12 -12 -1 -14
right_child=1 2 -4 -5 5 6 7 -9 -10 -11 11 -13 13 -15
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leaf_weight=46 84 80 70 68 63 81 756 56 75 87 55 77 1795 362
leaf_count=46 84 80 70 68 63 81 756 56 75 87 55 77 1795 362
internal_value=0 -0.000558058 0.000160032 0.000116458 8.99095e-05 0.000351725 0.000230882 0.000103856 1.75901e-05 -2.12023e-05 -5.75394e-05 -0.000795673 -1.29401e-05 1.51725e-05
internal_weight=0 234 150 3521 3453 1031 968 887 831 2422 2335 132 2203 2157
internal_count=3755 234 150 3521 3453 1031 968 887 831 2422 2335 132 2203 2157
is_linear=0
shrinkage=0.0995203


Tree=4229
num_leaves=15
num_cat=0
split_feature=17 1 3 21 13 4 4 9 24 3 19 3 9 17
split_gain=0.00818595 0.0178855 0.0221159 0.0129994 0.011843 0.00840058 0.0320642 0.0144392 0.02962 0.00983235 0.00940735 0.0104719 0.00964063 0.00645067
threshold=0.42451000000000011 -0.050379999999999994 0.093835000000000016 0.086285000000000014 0.089365000000000014 0.11860000000000002 0.11509500000000002 0.11351500000000002 -0.067319999999999991 0.13547000000000003 0.12139000000000003 0.14530500000000005 0.11985000000000003 0.0053950000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 10 8 -7 -10 11 12 -1 -11
right_child=1 2 3 -5 -6 7 -8 -9 9 13 -12 -13 -14 -15
leaf_value=5.3930422179631654e-05 -0.0016659839153439604 -0.0015337042750648768 0.0022158611660867251 -5.2980722841294664e-05 0.0016922457721667409 0.0031711661702973639 -0.0023698570630811158 -0.0008942725446982277 0.0012903764234577883 -0.00057588221307670732 0.0013433281316845317 0.0014954486520790816 -0.0012201066894803137 0.00082823903609015282
leaf_weight=2932 84 51 47 52 46 46 54 55 78 95 57 49 60 49
leaf_count=2932 84 51 47 52 46 46 54 55 78 95 57 49 60 49
internal_value=0 -0.00050252 0.000143562 0.00101588 0.000104938 8.36903e-05 3.38807e-05 0.000567223 0.000870212 0.000389749 7.60436e-05 5.20206e-05 2.81079e-05 -9.24059e-05
internal_weight=0 234 150 99 3521 3475 3152 323 268 222 3098 3041 2992 144
internal_count=3755 234 150 99 3521 3475 3152 323 268 222 3098 3041 2992 144
is_linear=0
shrinkage=0.0995203


Tree=4230
num_leaves=25
num_cat=0
split_feature=26 17 17 18 27 29 29 9 26 17 3 3 17 17 9 26 3 3 17 9 0 8 18 8
split_gain=0.00781035 0.0088067 0.024803 0.0536674 0.0171663 0.0156679 0.0146577 0.0144386 0.036649 0.0215723 0.0120205 0.0460446 0.025987 0.0142383 0.0113199 0.0107991 0.0210823 0.00969349 0.00932284 0.0194173 0.0123441 0.0122 0.0165645 0.00597438
threshold=0.5128250000000002 -0.011809999999999999 -0.0082649999999999998 -0.019539999999999998 0.092265000000000028 -0.081844999999999987 -0.079144999999999993 0.094010000000000024 0.11215000000000001 -0.041415 0.084795000000000023 0.083875000000000019 -0.016659999999999998 -0.065004999999999993 -0.073629999999999987 -0.01278 0.10377500000000002 0.09049500000000002 -0.45712999999999998 0.10153500000000003 -0.054850000000000003 -0.069939999999999988 -0.098315 -0.090809999999999988
decision_type=2 2 2 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 -6 -4 8 10 18 11 23 13 -12 -7 16 -8 -17 21 -20 -21 -9 -23 -1
right_child=-2 2 4 -5 5 14 15 9 -10 -11 12 -13 -14 -15 -16 17 -18 -19 19 20 -22 22 -24 -25
leaf_value=0.00091813190761820952 0.0012719651005647752 -0.0041115631058929849 -0.0017068164548579158 0.00022601473070067561 0.0025036971834537011 -0.00064202226081158903 0.0016759872237047497 -0.0018531789102562706 0.0026428955891849848 -0.0023050100099836763 4.6432648964679066e-05 0.0028860832255534177 -0.0019192074635628867 0.0010579064272120461 0.0013736452214654176 0.00016557762805013214 -0.00067005687193912782 -0.00036025903994373363 0.0019077478666425641 0.00065479234458994541 -0.0013645954382217062 0.0011359250612783234 -0.0012224282694107079 -0.00038193721749806773
leaf_weight=48 52 47 55 70 47 57 94 52 66 48 850 77 60 165 53 595 63 829 60 64 56 60 58 129
leaf_count=48 52 47 55 70 47 57 94 52 66 48 850 77 60 165 53 595 63 829 60 64 56 60 58 129
internal_value=0 4.2973e-05 -0.000105447 -0.00150944 -1.3375e-05 0.000980139 -0.000109219 0.000201535 0.000352665 -0.000326123 0.000238313 0.000854445 9.19719e-05 0.000211666 0.000321721 -5.31234e-05 0.000729367 -0.00013997 -5.23937e-05 0.00044419 -0.000280767 -0.000583004 -1.63281e-05 -2.47509e-05
internal_weight=0 3703 1910 117 1793 157 1636 1793 1395 398 1329 254 1075 1015 110 1581 157 1424 350 180 120 170 118 177
internal_count=3755 3703 1910 117 1793 157 1636 1793 1395 398 1329 254 1075 1015 110 1581 157 1424 350 180 120 170 118 177
is_linear=0
shrinkage=0.0995203


Tree=4231
num_leaves=21
num_cat=0
split_feature=6 2 3 3 6 11 17 17 3 6 17 4 4 4 3 3 17 5 6 6
split_gain=0.00765308 0.0184852 0.0362493 0.0309847 0.0224128 0.00829969 0.00763584 0.0182946 0.0406141 0.0181143 0.0155806 0.015094 0.0358359 0.0133614 0.0123924 0.0539465 0.00988314 0.00848822 0.0184628 0.0140035
threshold=0.11481500000000001 -0.070724999999999996 0.10871500000000002 0.14530500000000005 0.12386500000000002 -0.38234499999999999 -0.011809999999999999 -0.0044799999999999987 0.085195000000000007 0.088155000000000025 -0.0077549999999999997 0.10739000000000003 0.10386500000000003 0.11660000000000002 0.084380000000000024 0.083815000000000014 -0.56005499999999986 0.054660000000000007 0.10449000000000003 0.097935000000000022
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 -4 -2 -1 11 8 -8 10 -10 12 14 -13 15 -7 -16 18 19 -9
right_child=1 2 3 -5 -6 6 7 17 9 -11 -12 13 -14 -15 16 -17 -18 -19 -20 -21
leaf_value=0.0013084380859825664 -0.0028155963024577217 0.0020822261609135589 -0.002633084334264436 0.00088363558901900861 -3.41973602323877e-05 -1.0456678112921668e-05 -0.0027628160927581067 8.9261135168817665e-05 0.00049638700584178261 0.0016977915934055961 -0.0020060593396530125 0.0022359974363003539 -0.0021999873799751252 6.8749578049828478e-05 0.0013634020951243044 0.0039136116352187309 7.52102665939945e-05 -0.0012635694445800804 0.0019938831005235995 -0.0015901629544663009
leaf_weight=55 57 64 52 47 59 131 77 1361 51 46 47 67 62 50 62 47 1273 47 49 51
leaf_count=55 57 64 52 47 59 131 77 1361 51 46 47 67 62 50 62 47 1273 47 49 51
internal_value=0 -0.000446716 0.000232349 -0.000955262 -0.00140798 9.4708e-05 7.49553e-05 -7.177e-05 -0.000917597 6.33984e-05 -0.000695413 0.000225373 0.000143774 0.00131682 0.000240358 0.00102108 0.00013565 5.16445e-05 9.4515e-05 2.80222e-05
internal_weight=0 279 163 99 116 3476 3421 1729 221 144 98 1692 1575 117 1513 178 1335 1508 1461 1412
internal_count=3755 279 163 99 116 3476 3421 1729 221 144 98 1692 1575 117 1513 178 1335 1508 1461 1412
is_linear=0
shrinkage=0.0995203


Tree=4232
num_leaves=15
num_cat=0
split_feature=10 10 2 21 21 20 6 4 2 2 17 5 20 35
split_gain=0.0394602 0.0148634 0.0136204 0.00848819 0.0335335 0.0156997 0.0239256 0.017505 0.0112718 0.016757 0.0141867 0.026482 0.0166872 0.0129289
threshold=0.093790000000000026 0.086275000000000018 -0.24163499999999999 -0.0086749999999999987 -0.015724999999999999 -0.042414999999999994 -0.011749999999999998 0.10676500000000003 -0.083204999999999987 -0.082704999999999987 -0.14723999999999998 0.26411500000000004 -0.080674999999999997 -0.083194999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4 10 -10 11 -5 -12 -11
right_child=-2 -3 3 8 -6 6 -8 -9 9 13 12 -13 -14 -15
leaf_value=-0.0017245935740046498 -0.0025977644640571775 0.0012549880052991583 -2.4221340994970586e-05 0.00099820005794546513 0.0028620982122162389 0.0025584422282136912 -6.7089216109558492e-05 -0.0021531693659264032 0.0016327899239901526 0.0015569499158682091 0.00048412161970450582 -0.0012181161923995154 -0.00089032501281134148 -7.8138199281145923e-05
leaf_weight=49 61 85 232 156 47 54 93 46 61 49 104 81 529 2079
leaf_count=49 61 85 232 156 47 54 93 46 61 49 104 81 529 2079
internal_value=0 -4.51248e-05 -7.6222e-05 -5.31156e-05 0.000339265 5.83425e-05 0.000891823 -0.000379438 -0.000113927 6.1405e-06 -0.000416969 0.000237271 -0.000663214 -4.01034e-05
internal_weight=0 3665 3580 3531 472 425 147 278 3059 2189 870 237 633 2128
internal_count=3726 3665 3580 3531 472 425 147 278 3059 2189 870 237 633 2128
is_linear=0
shrinkage=0.0995203


Tree=4233
num_leaves=17
num_cat=0
split_feature=10 10 21 21 8 18 8 1 35 27 27 4 0 0 4 8
split_gain=0.0319962 0.0120528 0.0076905 0.0271985 0.0136606 0.0340061 0.025729 0.0125669 0.00917899 0.00850123 0.0360274 0.0125012 0.0124597 0.0189182 0.0110798 0.00517372
threshold=0.093790000000000026 0.086275000000000018 -0.0086749999999999987 -0.015724999999999999 -0.085814999999999989 -0.019539999999999998 -0.083674999999999986 -0.01257 -0.083194999999999991 0.083270000000000025 0.087480000000000016 0.12719000000000005 0.076335000000000014 -0.077174999999999994 0.088435000000000027 -0.091754999999999989
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 -6 -8 -4 12 -11 -12 13 -10 -14 -7
right_child=-2 -3 8 -5 6 15 7 -9 9 10 11 -13 14 -15 -16 -17
leaf_value=-0.0029345450454825476 -0.0023392345549880086 0.0011300913958011652 0.0011837071145222742 0.0025772616964997185 0.0022805474998282642 -0.00037755735999627632 -0.00089331899831105344 0.00060815986538778524 -0.00022793570226542069 -0.0031876925350950843 0.00044340016883232994 -0.0011272827920059108 -0.0002253585628313872 0.00034674816706524192 -0.0021666200577365223 0.0010988170430312055
leaf_weight=47 61 85 52 47 60 47 97 128 1859 47 134 80 67 816 53 46
leaf_count=47 61 85 52 47 60 47 97 128 1859 47 134 80 67 816 53 46
internal_value=0 -4.06117e-05 -6.86364e-05 0.000305156 5.19612e-05 -0.000750881 0.000449212 -3.55061e-05 -0.000125666 -0.000148214 -0.000691911 -0.000139946 -9.71501e-05 -5.23242e-05 -0.00108957 0.00034389
internal_weight=0 3665 3580 472 425 140 285 225 3108 3056 261 214 2795 2675 120 93
internal_count=3726 3665 3580 472 425 140 285 225 3108 3056 261 214 2795 2675 120 93
is_linear=0
shrinkage=0.0995203


Tree=4234
num_leaves=18
num_cat=0
split_feature=22 3 21 21 9 5 5 5 0 3 3 10 9 0 0 3 17
split_gain=0.0292841 0.00909372 0.0212276 0.0460314 0.0394942 0.0297065 0.095987 0.0306011 0.0259821 0.0250055 0.0193359 0.0124859 0.0124163 0.0120154 0.016192 0.0155868 0.00829114
threshold=0.13160500000000006 0.087385000000000032 0.088880000000000028 0.086410000000000028 0.086070000000000021 -0.088174999999999989 -0.095609999999999987 -0.014739999999999998 -0.093765000000000001 0.086535000000000015 0.087675000000000017 0.09056500000000002 0.084755000000000011 0.12433000000000002 0.047575000000000013 0.10850000000000003 -0.0073949999999999997
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 -6 -10 -3 13 -4 14 16 -15 -12
right_child=-2 10 12 -5 8 7 -8 -9 9 -11 11 -13 -14 15 -16 -17 -18
leaf_value=-0.00020944559928427945 -0.0022896189374419177 0.0016499694370412745 9.998868168269203e-05 -0.0031547698080648143 0.00043914818732215994 -0.0015068444150088877 0.0051377796246769216 0.00021816881675323975 -0.0030390765873379907 -0.00045165473095202938 0.00017909796993534238 0.0016246439490883284 0.0022174978642482334 8.5737911038283803e-05 0.0014615756295177839 -0.0023757073893242121 -0.00019784846632190403
leaf_weight=119 58 74 66 58 54 141 46 365 100 60 1123 47 48 53 76 48 1190
leaf_count=119 58 74 66 58 54 141 46 365 100 60 1123 47 48 53 76 48 1190
internal_value=0 -3.53441e-05 -0.000281771 -0.000437442 -0.000258432 0.00011589 0.00127634 -0.000260899 -0.00143595 -0.00207391 6.41021e-05 1.75223e-05 0.000998753 -1.24842e-05 3.21336e-05 -0.00107595 -1.44808e-05
internal_weight=0 3668 1057 943 885 671 165 506 214 160 2611 2537 114 2490 2389 101 2313
internal_count=3726 3668 1057 943 885 671 165 506 214 160 2611 2537 114 2490 2389 101 2313
is_linear=0
shrinkage=0.0995203


Tree=4235
num_leaves=16
num_cat=0
split_feature=22 5 20 20 20 2 5 5 21 2 4 7 5 5 21
split_gain=0.0237465 0.00779821 0.00802073 0.0210292 0.0128312 0.010588 0.0218678 0.0299538 0.0220266 0.0105816 0.0297529 0.0192014 0.00834518 0.0571735 0.0274371
threshold=0.13160500000000006 0.62720500000000012 -0.083404999999999993 -0.084474999999999995 -0.08231999999999999 0.11665500000000002 -0.093384999999999982 -0.02504 0.086155000000000023 -0.11700999999999999 0.076195000000000027 0.056805000000000015 -0.015214999999999999 -0.021235 -0.082669999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 8 -8 -1 10 -6 -12 13 -11 -14
right_child=-2 -3 4 -5 9 -7 7 -9 -10 12 11 -13 14 -15 -16
leaf_value=1.2225703959348781e-05 -0.0020617555757881942 0.00089869719824252033 -0.0014812804437682025 0.0023312184211775502 -0.0027796687220025154 0.0013985589014888112 0.0020473441179668529 -0.00016474348487531518 -0.0028510404623806208 -5.4493825370902072e-05 -0.00097336587992072625 0.0011271537743201699 0.0022308494943025486 -0.002970760169006886 4.9811978220157432e-05
leaf_weight=57 58 87 67 46 54 56 78 270 49 1380 105 73 60 70 1216
leaf_count=57 58 87 67 46 54 56 78 270 49 1380 105 73 60 70 1216
internal_value=0 -3.17378e-05 -5.45712e-05 0.000292414 -0.000118618 0.000106916 -5.06023e-05 0.000328717 -0.00130364 -8.74766e-05 -0.000732859 -0.000107318 -3.22501e-05 -0.000195844 0.00015301
internal_weight=0 3668 3581 556 3025 510 454 348 106 2958 232 178 2726 1450 1276
internal_count=3726 3668 3581 556 3025 510 454 348 106 2958 232 178 2726 1450 1276
is_linear=0
shrinkage=0.0995203


Tree=4236
num_leaves=13
num_cat=0
split_feature=20 27 19 4 4 4 8 5 1 1 17 9
split_gain=0.0349594 0.0256683 0.0160065 0.00959606 0.0226849 0.0170111 0.0131682 0.0157217 0.0117395 0.0215678 0.0113607 0.0102815
threshold=-0.40431 0.11410500000000003 0.14071500000000006 0.11706000000000001 0.11374000000000002 0.12719000000000005 -0.092299999999999993 -0.41397 -0.50388999999999995 -0.44477499999999998 -0.14679499999999998 -0.042790000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -5 11 -8 10 -10 -2 -7
right_child=1 -3 -4 5 -6 6 7 -9 9 -11 -12 -13
leaf_value=-0.0025467027144188289 -7.765058441912757e-05 -0.0019061389351901813 0.0018425261165904937 0.0016617252934963353 -0.0022298409715262183 0.0014995935490677613 -0.0017519421089155461 0.00060772465343010627 -0.0017028560020523529 -2.5733418003136003e-05 0.0016646241500885746 -0.00024933819902344789
leaf_weight=55 69 70 47 91 47 76 64 49 78 2942 78 58
leaf_count=55 69 70 47 91 47 76 64 49 78 2942 78 58
internal_value=0 -1.85667e-05 1.79189e-05 -5.99385e-06 -5.92681e-05 0.000498162 6.61663e-05 -0.000721479 -2.67971e-05 -6.93209e-05 0.000841253 0.000736484
internal_weight=0 3669 3599 3552 3214 338 247 113 3167 3020 147 134
internal_count=3724 3669 3599 3552 3214 338 247 113 3167 3020 147 134
is_linear=0
shrinkage=0.0995203


Tree=4237
num_leaves=10
num_cat=0
split_feature=6 27 19 10 6 6 6 20 20
split_gain=0.0305406 0.0212843 0.0129834 0.00888779 0.0100315 0.0511319 0.0387297 0.0297011 0.0123253
threshold=0.23663500000000004 0.11410500000000003 0.14071500000000006 0.091445000000000026 -0.090715000000000004 -0.087954999999999992 -0.092434999999999989 -0.089994999999999992 -0.062334999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 -7
right_child=-2 -3 -4 -5 5 8 -8 -9 -10
leaf_value=0.0021378489617966297 -0.0024226041633971032 -0.001801086582675843 0.0016591574874469501 0.0011209185297877356 0.0024116737828685153 -0.00037300437939023431 -0.0030443656098909982 -0.00032233179598467008 0.00011793894035803122
leaf_weight=52 53 65 47 68 89 694 49 734 1873
leaf_count=52 53 65 47 68 89 694 49 734 1873
internal_value=0 -1.61139e-05 1.58341e-05 -5.63752e-06 -2.78158e-05 6.65187e-05 -0.000328859 -0.00015853 -1.44709e-05
internal_weight=0 3671 3606 3559 3491 2656 835 786 2567
internal_count=3724 3671 3606 3559 3491 2656 835 786 2567
is_linear=0
shrinkage=0.0995203


Tree=4238
num_leaves=12
num_cat=0
split_feature=6 22 4 4 4 9 3 19 3 6 0
split_gain=0.0247645 0.0210972 0.00958246 0.0227131 0.0186817 0.0123119 0.0264098 0.0100166 0.00953805 0.0136493 0.00689066
threshold=0.23663500000000004 0.13160500000000006 0.11670500000000002 0.11338500000000003 0.12028000000000003 0.11351500000000002 0.17152000000000003 0.13872000000000004 0.14530500000000005 0.13734500000000002 -0.13417999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 6 10 8 9 -1 -6
right_child=-2 -3 4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-2.4844367337771503e-05 -0.0021815059957233161 -0.0018975853913240307 0.0021572113607832622 -0.0021870141807045283 0.00098181361440930859 -0.0011688130020971238 0.0023898537290109028 0.0013379277208090188 0.0013480519733863371 -0.0017343339191867781 -0.00040259695111701199
leaf_weight=3055 53 58 57 48 47 54 56 54 49 47 146
leaf_count=3055 53 58 57 48 47 54 56 54 49 47 146
internal_value=0 -1.44659e-05 1.55376e-05 -3.81455e-05 0.000502898 0.000188988 0.000486739 -5.70731e-06 -2.89936e-05 -5.10097e-05 -6.1219e-05
internal_weight=0 3671 3613 3253 360 303 249 3205 3151 3102 193
internal_count=3724 3671 3613 3253 360 303 249 3205 3151 3102 193
is_linear=0
shrinkage=0.0995203


Tree=4239
num_leaves=12
num_cat=0
split_feature=20 27 7 6 6 6 20 8 20 20 3
split_gain=0.0206398 0.0158439 0.00771411 0.00859363 0.0404925 0.0317804 0.0210699 0.0305021 0.0136295 0.0488807 0.00995772
threshold=-0.40431 0.11410500000000003 0.089755000000000015 -0.090715000000000004 -0.087954999999999992 -0.092434999999999989 -0.089994999999999992 -0.090440000000000006 -0.062334999999999995 -0.048779999999999997 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 -2 -8 10 -10 -6
right_child=1 -3 -4 4 8 -7 7 -9 9 -11 -12
leaf_value=-0.00195471387470727 0.0018482449799704019 -0.0014951319221662678 0.001058691581419852 0.002158122044629068 0.00045921403172658728 -0.0027161198837648442 0.00071467744239602285 -0.00068162806680374937 0.0028309654130709043 5.3409452012351671e-05 -0.0005375888869024834
leaf_weight=55 50 70 69 90 119 50 221 516 65 1842 577
leaf_count=55 50 70 69 90 119 50 221 516 65 1842 577
internal_value=0 -1.21077e-05 1.65094e-05 -3.62997e-06 8.2703e-05 -0.000282379 -0.000126718 -0.000261815 1.06298e-05 0.000148512 -0.000365982
internal_weight=0 3669 3599 3530 2693 837 787 737 2603 1907 696
internal_count=3724 3669 3599 3530 2693 837 787 737 2603 1907 696
is_linear=0
shrinkage=0.0995203


Tree=4240
num_leaves=25
num_cat=0
split_feature=4 1 1 17 17 0 3 3 3 9 26 9 9 1 5 1 26 5 18 8 8 26 8 26
split_gain=0.0183211 0.00753253 0.0158929 0.0116743 0.0287455 0.0182444 0.0210354 0.0161318 0.0374913 0.0139508 0.010696 0.0176932 0.0354903 0.0220076 0.0387761 0.0104459 0.0299513 0.00904975 0.00898045 0.00849825 0.0377989 0.0228351 0.0187244 0.0140515
threshold=0.15615500000000004 -0.079844999999999985 -0.080844999999999986 -0.089699999999999988 -0.10811499999999999 -0.064859999999999987 0.13775000000000004 0.11663500000000003 0.10871500000000002 0.097035000000000024 0.11790500000000002 0.091690000000000021 0.093175000000000022 -0.083684999999999996 -0.088174999999999989 -0.077774999999999997 0.090715000000000032 -0.0087549999999999989 -0.060544999999999995 -0.069939999999999988 -0.065539999999999987 0.10393000000000002 -0.057284999999999996 0.097315000000000026
decision_type=2 2 2 2 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 5 7 9 8 -3 -7 11 13 -13 17 -15 16 -5 -1 -14 21 -21 23 -22 -17
right_child=-2 3 -4 15 -6 6 -8 -9 -10 -11 -12 12 18 14 -16 19 -18 -19 -20 20 22 -23 -24 -25
leaf_value=0.00068270102179685498 0.0018690926805159265 0.00041864363058470209 0.0017836171453819822 0.00073029165294440914 -0.0024003794999436965 -0.0032072441077058492 0.00057856084166908804 0.0018402812089889108 -0.002559618667362663 -0.00088307832309672757 -0.0012199186867217083 0.0034195779950316565 -0.00054853867873284337 0.0010096736097284537 -0.0023549887893429375 -8.1242397081664742e-05 -0.00273974090849748 -3.7153916117021776e-05 0.0009881377565378502 0.0030227843344597166 -0.0017832945614229998 -0.0017239679226196622 0.00027501636122864882 0.0014767905516829439
leaf_weight=260 52 233 59 49 70 47 48 49 51 59 57 47 69 53 93 951 49 511 82 48 47 81 627 61
leaf_count=260 52 233 59 49 70 47 48 49 51 59 57 47 69 53 93 951 49 511 82 48 47 81 627 61
internal_value=0 -1.19044e-05 0.000188962 -0.000112344 -0.000513323 -0.000240401 -0.00113683 0.000171703 -0.000113303 -0.00192133 0.000107986 0.000176604 0.00102979 -6.72415e-06 -0.00112796 3.97997e-06 -0.000996372 0.000204537 0.000280527 5.84445e-05 0.000323704 -0.000116028 0.00013027 1.18618e-05
internal_weight=0 3701 1231 2470 557 487 154 333 284 106 1172 1115 198 917 146 1913 98 771 151 1815 722 1093 674 1012
internal_count=3753 3701 1231 2470 557 487 154 333 284 106 1172 1115 198 917 146 1913 98 771 151 1815 722 1093 674 1012
is_linear=0
shrinkage=0.0995203


Tree=4241
num_leaves=13
num_cat=0
split_feature=29 5 18 18 8 8 21 21 5 18 18 18
split_gain=0.0153805 0.00629886 0.00858796 0.0187074 0.0131857 0.0235881 0.00956068 0.00880985 0.00814084 0.00738587 0.00640327 0.012133
threshold=-0.14715999999999999 0.62931500000000018 -0.098315 -0.11166 -0.073029999999999984 -0.051259999999999993 0.087365000000000012 0.12262000000000002 0.40249000000000007 -0.094939999999999997 -0.092584999999999987 -0.090899999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 -7 9 -4 -11 -12
right_child=1 -3 8 -5 5 7 -8 -9 -10 10 11 -13
leaf_value=0.0018212334068621746 0.0016396257769941045 0.0008748608242767046 0.0011467209004343692 -0.001827885420391512 -0.0025315320524800225 -0.00044324005289574677 -0.00014089018868124756 0.0010998325732133308 -0.0010100429937247614 -0.001052557155086422 0.0013851067527927544 2.0181163377836232e-05
leaf_weight=46 58 78 60 79 48 154 60 48 73 53 66 2930
leaf_count=46 58 78 60 79 48 154 60 48 73 53 66 2930
internal_value=0 -9.67047e-06 -2.89078e-05 -0.000437488 -0.000136782 -0.000547922 0.000727341 -7.25166e-05 2.82314e-05 5.28737e-05 3.10798e-05 5.05229e-05
internal_weight=0 3707 3629 447 368 250 118 202 3182 3109 3049 2996
internal_count=3753 3707 3629 447 368 250 118 202 3182 3109 3049 2996
is_linear=0
shrinkage=0.0995203


Tree=4242
num_leaves=21
num_cat=0
split_feature=4 1 1 17 1 1 26 26 26 17 0 4 17 17 17 0 3 3 1 6
split_gain=0.0140119 0.00611645 0.0190526 0.039673 0.0156602 0.0136249 0.013028 0.0173778 0.0138455 0.0127758 0.0262362 0.0879724 0.0147078 0.0220915 0.0185995 0.0120302 0.0161686 0.00986279 0.00845141 0.00559094
threshold=0.15615500000000004 -0.085184999999999997 -0.087734999999999994 -0.011809999999999999 -0.088694999999999982 -0.084204999999999988 0.092955000000000024 0.10144500000000002 0.090170000000000014 -0.065004999999999993 -0.106285 0.088720000000000021 -0.046254999999999998 -0.036600000000000001 -0.0073949999999999997 -0.064859999999999987 0.13775000000000004 0.10920500000000002 -0.050379999999999994 -0.089745000000000005
decision_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 6 -3 8 -8 17 10 11 -7 -11 -14 -15 18 -17 -1 -12 -13
right_child=-2 5 3 -5 -6 9 7 -9 -10 12 15 19 13 14 -16 16 -18 -19 -20 -21
leaf_value=2.7331402702376734e-05 0.0016337015888718185 -0.0017651736981702214 0.0032883965335744028 -0.00055661795883993792 -0.001658009250149133 -0.0051912691643381473 -0.00231534636156172 0.00021040017436696975 0.001998164562645741 0.0016455271555439843 0.0013414018360352097 0.00089205768323581073 -0.0018424491731499036 0.00088976513639812971 -3.0016549265128059e-05 -0.0015127098754977651 0.00054715196285266073 0.0011446471306720113 -1.9466339159222736e-05 -0.00064843240237176351
leaf_weight=504 52 47 56 50 50 46 46 64 46 58 50 47 60 253 1553 117 55 93 460 46
leaf_count=504 52 47 56 50 50 46 46 64 46 58 50 47 60 253 1553 117 55 93 460 46
internal_value=0 -1.12706e-05 0.000212695 0.00146699 4.61029e-05 -8.44811e-05 0.000160345 -0.00083838 0.000332473 -5.5406e-05 -0.000384261 -0.00163093 8.44958e-05 3.55362e-05 9.83811e-05 -0.000128973 -0.000849274 0.000202757 0.000112347 0.000121292
internal_weight=0 3701 909 106 803 2792 753 110 643 2745 821 139 1924 1866 1806 682 172 597 510 93
internal_count=3753 3701 909 106 803 2792 753 110 643 2745 821 139 1924 1866 1806 682 172 597 510 93
is_linear=0
shrinkage=0.0995203


Tree=4243
num_leaves=18
num_cat=0
split_feature=29 1 1 5 2 5 1 20 17 17 5 5 5 2 1 1 1
split_gain=0.0117587 0.00549926 0.0115033 0.0107515 0.0323211 0.0271668 0.0191427 0.015818 0.0114414 0.0129797 0.00905753 0.0504463 0.0286599 0.0159076 0.0144634 0.0180446 0.0132451
threshold=-0.14715999999999999 -0.078954999999999984 -0.077774999999999997 -0.020485 -0.10165999999999999 -0.025879999999999997 -0.06921999999999999 -0.0064400000000000004 -0.088525000000000006 -0.053765 -0.088174999999999989 -0.094469999999999985 -0.072535000000000002 -0.082139999999999991 -0.081394999999999981 -0.083684999999999996 -0.085739999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 -3 5 -5 8 -6 -8 -4 -10 11 -2 13 -12 15 16 -14
right_child=1 2 3 4 6 -7 7 -9 9 -11 12 -13 14 -15 -16 -17 -18
leaf_value=0.0015916549398653358 -0.00074857465319231058 -0.0014824700936366547 -0.0014878281335553637 -0.002813363383491297 -0.0019858476878135099 0.0022577171230189464 -0.00031880258897903441 0.00067445668170182957 0.001111334113081815 -1.7049418136629083e-05 -0.0003375627900336216 0.0030382509349230129 0.00011333042652071102 -0.0028471684397173617 0.0018742763930422064 -0.0014252934483190394 0.0012843181086981076
leaf_weight=46 79 58 48 49 55 56 631 212 110 1215 54 62 803 48 50 68 109
leaf_count=46 79 58 48 49 55 56 631 212 110 1215 54 62 803 48 50 68 109
internal_value=0 -9.22526e-06 -9.70948e-05 -6.29321e-05 -0.000323205 0.000108978 -0.000186416 -6.80439e-05 2.07419e-05 7.60099e-05 0.00015814 0.000910749 6.36729e-05 -0.00152658 0.000221949 0.000136811 0.000254182
internal_weight=0 3707 2434 2376 947 1429 898 843 1373 1325 1273 141 1132 102 1030 980 912
internal_count=3753 3707 2434 2376 947 1429 898 843 1373 1325 1273 141 1132 102 1030 980 912
is_linear=0
shrinkage=0.0995203


Tree=4244
num_leaves=24
num_cat=0
split_feature=3 18 1 2 3 3 1 2 9 36 17 3 1 17 9 3 17 6 21 25 1 6 1
split_gain=0.00979615 0.0290089 0.0232604 0.0618576 0.0354726 0.0494445 0.013225 0.01086 0.0245561 0.0123198 0.0120731 0.00994526 0.0438483 0.0355321 0.0251155 0.0099122 0.0188156 0.0349748 0.0350044 0.00823113 0.0116352 0.0272829 0.0120824
threshold=0.084855000000000028 -0.0079049999999999988 -0.085574999999999998 -0.085209999999999994 0.083955000000000016 0.081685000000000021 0.55657000000000012 -0.081134999999999999 0.085765000000000022 0.088355000000000031 -0.0087149999999999988 0.086130000000000026 -0.089520000000000002 -0.015464999999999998 0.084915000000000032 0.087570000000000023 -0.11248999999999999 0.088915000000000022 0.086065000000000016 0.096120000000000025 0.40780000000000011 -0.13578499999999999 0.15756500000000004
decision_type=2 2 2 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 11 8 10 -9 -3 12 -2 -14 -15 16 -13 18 -18 20 22 -22 -17
right_child=6 7 3 -5 -6 -7 -8 9 -10 -11 -12 15 13 14 -16 19 17 -19 -20 -21 21 -23 -24
leaf_value=-0.0012900636040255515 0.0030578507153092805 0.0011686344968067307 -0.0050494258174896044 -0.00029581524157046421 -0.0025529650587693925 0.0030825032961863319 -0.0016129351754922971 -0.0011269838876481128 0.0025297273708276683 0.00058842221055185645 -0.00093140979059921751 0.001276556689843746 -0.0017218306963025284 0.0028242794652318967 -0.00027171867452147394 6.0975547891380273e-05 -0.0024691316834860129 0.0014774409978176193 0.00049592383896637868 0.0013358298774119837 0.00012434482986459366 -0.00259872446695157 0.00089935789075811878
leaf_weight=56 59 47 46 67 49 47 46 89 55 77 64 47 75 47 57 2183 125 48 57 52 115 53 185
leaf_count=56 59 47 46 67 49 47 46 89 55 77 64 47 75 47 57 2183 125 48 57 52 115 53 185
internal_value=0 -0.000378418 -0.00115544 -0.00223816 -0.00034514 0.000697238 6.12426e-05 0.00023933 0.000809944 -0.000326352 -3.48267e-05 8.6325e-05 0.000704666 -6.63916e-05 0.00111956 3.46727e-05 -0.000530695 -0.000903562 -0.00153602 9.55017e-05 6.97463e-05 -0.000729846 0.00012682
internal_weight=0 597 265 113 152 103 3149 332 166 166 111 3103 238 179 104 2865 277 230 182 2588 2536 168 2368
internal_count=3746 597 265 113 152 103 3149 332 166 166 111 3103 238 179 104 2865 277 230 182 2588 2536 168 2368
is_linear=0
shrinkage=0.0995203


Tree=4245
num_leaves=14
num_cat=0
split_feature=28 35 0 4 4 5 0 3 3 29 5 4 3
split_gain=0.00870837 0.00778862 0.0079424 0.013322 0.0175652 0.0335387 0.0208295 0.0105287 0.0101971 0.0100119 0.010259 0.00904234 0.0116657
threshold=0.083225000000000021 0.004000000000000001 0.019150000000000004 0.14646500000000004 0.12498500000000003 -0.45516499999999999 -0.066264999999999991 0.084895000000000012 0.11089500000000001 -0.085559999999999983 -0.52356999999999998 0.10172500000000002 0.098755000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -6 -7 -4 11 -1 -11 12 -9
right_child=-2 -3 7 -5 5 6 -8 8 -10 10 -12 -13 -14
leaf_value=-0.0013749413346368716 -0.0011155122317037054 -0.0012735726392096929 -0.0015319698894719277 -0.0012718610491853934 0.0029593084816716907 -0.001159853796162502 0.0015696556784253776 0.00063034391886020549 -0.0010351021313018001 -0.00079086165063697704 0.00011239065223021706 0.001474101938889631 -0.0013420824242652866
leaf_weight=48 69 46 69 71 61 62 50 75 85 130 2884 47 49
leaf_count=48 69 46 69 71 61 62 50 75 85 130 2884 47 49
internal_value=0 1.28803e-05 2.94035e-05 7.5764e-05 0.000105594 0.00108144 5.13682e-05 -0.000439671 -0.000142065 5.01921e-05 7.31599e-05 0.000297056 -0.000142481
internal_weight=0 3677 3631 3306 3235 173 112 325 256 3062 3014 171 124
internal_count=3746 3677 3631 3306 3235 173 112 325 256 3062 3014 171 124
is_linear=0
shrinkage=0.0995203


Tree=4246
num_leaves=21
num_cat=0
split_feature=6 8 8 9 0 3 9 18 29 7 8 18 20 0 9 21 9 9 9 0
split_gain=0.00764781 0.0141927 0.0328349 0.0246103 0.011419 0.017486 0.0205065 0.0195187 0.00868679 0.00877866 0.00874945 0.020269 0.00958592 0.0132629 0.00775581 0.0108472 0.0102918 0.0226416 0.0207817 0.00576552
threshold=0.099330000000000016 -0.083294999999999994 -0.080364999999999992 0.088995000000000019 -0.080884999999999999 0.095240000000000019 0.09833500000000002 0.11061000000000003 -0.109725 -0.074779999999999999 -0.10833 -0.020999999999999998 -0.050459999999999998 -0.11524 0.11201500000000002 0.10271500000000001 0.09833500000000002 0.10054500000000002 0.096225000000000019 -0.075424999999999992
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 -3 -2 -4 -6 19 -8 -1 -10 11 -11 -13 -14 16 -16 18 -18 -12 -7
right_child=1 2 4 -5 5 6 7 -9 9 10 14 12 13 -15 15 -17 17 -19 -20 -21
leaf_value=-0.0014196988985841811 0.00091737496148802363 0.0028725576444710338 -0.0009522580291294483 -0.0022149751205402164 0.0021232135941640059 -0.00016740298706523232 -0.0001191665882348462 0.0025769773695290695 0.0010146788262527719 -0.0020904384427677574 -5.0710754008943357e-05 0.00078140503198091086 -0.001627278215305667 1.6762502162301877e-05 0.0014956191728932792 -0.00027441504132754406 -0.0024732488591761455 -8.1802259748684828e-05 0.0013738889027405468 -0.0017560451662999806
leaf_weight=46 48 56 62 51 55 47 60 47 76 67 2342 77 71 151 78 60 54 146 106 46
leaf_count=46 48 56 62 51 55 47 60 47 76 67 2342 77 71 151 78 60 54 146 106 46
internal_value=0 0.000367278 0.000649557 -0.000687991 0.000254268 0.000550829 0.00011433 0.00105747 -6.11923e-05 -4.15796e-05 -6.73075e-05 -0.000524804 -0.000171238 -0.000505347 -6.91176e-06 0.000720107 -4.51094e-05 -0.000731586 1.0641e-05 -0.000961986
internal_weight=0 472 373 99 317 255 200 107 3274 3228 3152 366 299 222 2786 138 2648 200 2448 93
internal_count=3746 472 373 99 317 255 200 107 3274 3228 3152 366 299 222 2786 138 2648 200 2448 93
is_linear=0
shrinkage=0.0995203


Tree=4247
num_leaves=21
num_cat=0
split_feature=3 18 8 8 6 8 26 6 3 18 2 1 3 2 18 18 3 3 7 38
split_gain=0.00728396 0.0182331 0.0138048 0.0330259 0.0408579 0.0353347 0.0323301 0.0218258 0.0116738 0.029909 0.0166617 0.00971567 0.0083947 0.0263664 0.0236073 0.017592 0.0135189 0.0104376 0.00820039 0.00624091
threshold=0.085035000000000013 -0.095799999999999982 -0.082419999999999993 -0.085165000000000005 0.087575000000000028 -0.088304999999999995 0.085855000000000029 0.083720000000000031 0.086130000000000026 -0.087989999999999985 -0.082139999999999991 0.55657000000000012 0.087385000000000032 -0.085944999999999994 0.086800000000000016 -0.082654999999999992 0.087625000000000022 0.087925000000000017 -0.074779999999999999 -0.076799999999999993
decision_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 6 -3 19 9 -2 -11 12 13 -10 15 -15 -14 -18 -19 -4
right_child=8 2 7 -5 -6 -7 -8 -9 11 10 -12 -13 16 14 -16 -17 17 18 -20 -21
leaf_value=-0.0016989889132636685 0.0024502040109987593 -0.00091269738906787001 0.00078229831235912995 -0.0027122840337906432 0.002422086017123108 -0.0028254990837258188 0.0017123868908398511 0.0024162605597269726 -0.0023211956665091364 -0.00095906199301259401 0.0014061071670607161 -0.001428828783092508 0.0015319323368832097 -0.00046141404452311794 -0.001503255866845282 0.0020887490251703237 -0.001136575296054572 0.0013407425333190198 5.2293033528652249e-05 -0.00057750540186916562
leaf_weight=82 70 131 55 55 54 55 72 48 61 82 46 46 62 47 59 61 72 50 2453 85
leaf_count=82 70 131 55 55 54 55 72 48 61 82 46 46 62 47 59 61 72 50 2453 85
internal_value=0 -0.000313116 -0.000106882 -0.000463371 -6.43034e-05 -0.000587884 1.43345e-05 0.000584676 5.62586e-05 0.000795718 -0.000102684 5.68088e-06 2.89989e-05 -0.000549897 9.22029e-05 0.000971376 7.93618e-05 4.40693e-05 7.83582e-05 -3.74494e-05
internal_weight=0 637 555 367 312 258 203 188 3109 198 128 2911 2865 228 167 108 2637 2575 2503 140
internal_count=3746 637 555 367 312 258 203 188 3109 198 128 2911 2865 228 167 108 2637 2575 2503 140
is_linear=0
shrinkage=0.0995203


Tree=4248
num_leaves=17
num_cat=0
split_feature=26 9 9 17 18 18 21 9 9 2 2 2 9 2 8 2
split_gain=0.0272378 0.010449 0.0516604 0.013333 0.0123232 0.013805 0.0139127 0.0112608 0.010411 0.00961812 0.00849265 0.0211865 0.010769 0.00877353 0.0147321 0.0119866
threshold=0.5128250000000002 0.083795000000000022 0.083235000000000017 -0.55026999999999993 0.14607000000000003 0.10189500000000003 -0.091104999999999992 0.095415000000000014 0.08401500000000002 0.12875500000000004 -0.089054999999999995 -0.087444999999999995 0.084595000000000017 -0.097214999999999996 -0.0073049999999999999 -0.10018999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 6 -1 -3 -5 -8 13 -12 -13 15 -15 -10
right_child=-2 3 -4 8 -6 -7 9 -9 10 -11 11 12 -14 14 -16 -17
leaf_value=-0.0014734690640883414 0.0023766215788007779 -0.0018963130443482342 0.0026542840711810908 -0.0012527327627642206 0.0016362410241523397 -0.0012770061279649759 0.00037396357393162922 7.5174502197799211e-05 0.00037847708929476028 -0.00040064548138403429 -0.0020272195364682936 0.00087901817751269949 -0.00010681227029792859 0.0022664312063999611 -1.2547952344046843e-05 -0.0013263776991990785
leaf_weight=52 49 73 83 69 48 77 705 46 271 204 55 117 1751 57 54 48
leaf_count=52 49 73 83 69 48 77 705 46 271 204 55 117 1751 57 54 48
internal_value=0 1.44664e-05 0.000260898 -9.85833e-05 7.72238e-05 4.34178e-06 0.000107862 -0.00112735 -4.76991e-05 0.000199223 -1.20145e-05 -0.000101758 -4.46277e-05 0.000387422 0.00115036 0.000119381
internal_weight=0 3710 1169 2541 1086 1038 961 119 2422 909 2353 1923 1868 430 111 319
internal_count=3759 3710 1169 2541 1086 1038 961 119 2422 909 2353 1923 1868 430 111 319
is_linear=0
shrinkage=0.0995203


Tree=4249
num_leaves=17
num_cat=0
split_feature=23 0 17 2 3 1 5 0 5 4 1 10 5 5 21 18
split_gain=0.0244922 0.0155977 0.0391722 0.019589 0.014978 0.0149142 0.0251727 0.0185606 0.0189489 0.0161887 0.0111366 0.0110144 0.0102282 0.0112504 0.0254846 0.0151443
threshold=-0.068919999999999995 -0.10806499999999999 -0.10071499999999999 0.15165000000000003 0.12732500000000005 0.0047600000000000012 -0.088604999999999989 -0.113275 -0.40421499999999994 0.08858000000000002 -0.0086750000000000004 0.090150000000000022 0.62720500000000012 0.41370500000000004 0.11707000000000002 -0.17307499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 11 -5 9 7 8 -7 -4 -11 12 13 15 -15 -3
right_child=1 3 5 4 -6 6 -8 -9 -10 10 -12 -13 -14 14 -16 -17
leaf_value=0.0022746388068743788 0.0024301189690010922 0.0015235323545109967 -0.0015294647216500335 -7.4834463390515367e-05 -0.0024291426182706083 0.00029538449402502796 0.0026651434286209794 0.0020710392050154679 -0.0017457762436703553 0.0013971130893248068 -0.00072019571384360464 -0.0013924756814845062 0.0011168078360506779 -0.0023139070750410554 0.00019201848692068622 -2.6250007585921032e-05
leaf_weight=48 86 64 91 49 61 248 47 46 55 48 50 58 78 68 97 2565
leaf_count=48 86 64 91 49 61 248 47 46 55 48 50 58 78 68 97 2565
internal_value=0 1.17939e-05 0.000446269 -8.38359e-05 -0.00138785 0.000153227 0.00050148 0.000207752 -7.24217e-05 -0.000572115 0.0003085 -3.46004e-05 -6.89304e-06 -3.85564e-05 -0.000835766 1.11663e-05
internal_weight=0 3711 671 3040 110 585 396 349 303 189 98 2930 2872 2794 165 2629
internal_count=3759 3711 671 3040 110 585 396 349 303 189 98 2930 2872 2794 165 2629
is_linear=0
shrinkage=0.0995203


Tree=4250
num_leaves=21
num_cat=0
split_feature=26 20 0 18 2 8 26 0 17 17 20 9 0 5 10 17 0 8 5 0
split_gain=0.021705 0.0125939 0.00836892 0.0157902 0.0341673 0.0900899 0.0314606 0.0305488 0.0140805 0.027129 0.0157743 0.0117437 0.0116132 0.0426759 0.0101951 0.00983957 0.0189052 0.0164282 0.00909036 0.00985926
threshold=0.5128250000000002 -0.24350999999999998 -0.085794999999999996 -0.010395 -0.086050000000000001 -0.085764999999999994 0.088055000000000022 -0.08892499999999999 -0.0062099999999999994 -0.05543 -0.060199999999999997 0.085225000000000009 -0.084834999999999994 -0.014739999999999998 0.090150000000000022 0.048755000000000014 -0.091935000000000003 -0.08569499999999998 0.62720500000000012 -0.083390000000000006
decision_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 -6 9 10 -5 -11 13 -4 18 16 -10 -17 19 -14
right_child=-2 2 12 8 6 -7 -8 -9 15 11 -12 -13 14 -15 -16 17 -18 -19 -20 -21
leaf_value=0.0012289167568322466 0.0021177748675903561 -0.00025953917195898669 -0.00260470956583538 -0.00087470330427261926 -8.1349176382562117e-05 0.004899384884102579 -0.0016486405403566883 0.0023666595919838232 0.00018618556512364786 -0.00091575351499854614 0.00080068163186261369 -0.0031609275779160458 0.00063099145520825403 0.00093864379090767493 -0.0014333182959235923 0.00033078777741845988 0.0019155709139257479 -0.0012175342418767345 0.0010056629227548669 -0.0001634401104801728
leaf_weight=82 49 77 76 107 167 59 78 72 364 49 116 46 170 60 54 176 76 110 78 1693
leaf_count=82 49 77 76 107 167 59 78 72 364 49 116 46 170 60 54 176 76 110 78 1693
internal_value=0 9.13093e-06 -1.8213e-05 0.000161869 0.000652676 0.00197251 8.3858e-05 0.000652701 -5.03118e-05 -0.000603168 0 -0.00201151 -0.000145103 -0.00103545 -8.39972e-05 0.000190721 0.000486758 -0.000261858 -4.60363e-05 -9.05083e-05
internal_weight=0 3710 3628 1497 453 136 317 239 1044 318 223 95 2131 136 1995 726 440 286 1941 1863
internal_count=3759 3710 3628 1497 453 136 317 239 1044 318 223 95 2131 136 1995 726 440 286 1941 1863
is_linear=0
shrinkage=0.0995203


Tree=4251
num_leaves=16
num_cat=0
split_feature=7 20 0 18 17 26 18 21 26 8 8 5 26 2 21
split_gain=0.0212549 0.0108162 0.00762418 0.0201142 0.0193594 0.0182078 0.0116743 0.00826539 0.00751327 0.0159469 0.0202208 0.0182086 0.00801265 0.0133806 0.00879405
threshold=0.089755000000000015 -0.24350999999999998 -0.095339999999999994 -0.096219999999999986 -0.093784999999999993 0.12236500000000003 0.11769500000000002 0.14779000000000003 0.11991000000000003 -0.046889999999999994 0.0073150000000000012 -0.055004999999999991 0.11575500000000001 -0.078244999999999995 0.12603000000000006
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 -6 8 12 11 -11 -10 14 -14 -4
right_child=-2 2 7 4 5 -7 -8 -9 9 10 -12 -13 13 -15 -16
leaf_value=0.0011902040560588507 0.0016805737196452174 0.0021721827542310378 -0.00010445698732710533 -0.0016204496338051691 0 0.0020866907818564576 0.0015231217889088106 -0.0012927756239582663 -0.0028712908877160164 0.001706545209563149 -0.0012255389146515069 -0.00015166273065689401 0.0020804916885331544 -0.00029416110273559675 0.00096904665935109823
leaf_weight=74 76 50 2337 59 639 50 54 57 51 47 46 48 46 47 78
leaf_count=74 76 50 2337 59 639 50 54 57 51 47 46 48 46 47 78
internal_value=0 -6.02709e-07 -2.52462e-05 0.000234659 0.000112845 0.000251584 0.000117999 -0.000105862 -8.05017e-05 -0.000680737 0.000247465 -0.00156095 -3.42243e-05 0.000871596 -6.94458e-05
internal_weight=0 3683 3609 852 802 743 693 2757 2700 192 93 99 2508 93 2415
internal_count=3759 3683 3609 852 802 743 693 2757 2700 192 93 99 2508 93 2415
is_linear=0
shrinkage=0.0995203


Tree=4252
num_leaves=18
num_cat=0
split_feature=2 0 18 3 6 6 6 17 0 0 2 21 21 2 3 3 3
split_gain=0.00887419 0.00748482 0.00892948 0.0306434 0.0150295 0.0094738 0.01865 0.0521205 0.0294429 0.028563 0.0153229 0.0119586 0.015785 0.0129433 0.0119295 0.0225703 0.0128785
threshold=0.41639000000000009 0.16362500000000005 0.15891500000000006 0.10871500000000002 0.041585000000000011 0.087575000000000028 0.088845000000000021 -0.011809999999999999 -0.075914999999999996 -0.071029999999999996 -0.082275000000000001 0.083050000000000027 0.085470000000000018 -0.065379999999999994 0.11125500000000002 0.10525500000000003 0.13640000000000005
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 -4 11 7 -7 10 -10 -8 14 -13 -14 15 -1 -16
right_child=-2 -3 3 -5 -6 6 8 -9 9 -11 -12 12 13 -15 16 -17 -18
leaf_value=-0.00020301739899816963 -0.00090479587955955031 0.001275939809311848 -0.00080786707661598654 -0.0026616741619560386 0.0016569803295334298 0.0038102845076779111 -0.00081042506585919422 -0.00014058019101763811 0.0022085258767821359 0.00023827097759438758 0.00021841923581437589 0.0016517394739719597 0.00039663646067177163 -0.00029923224776277565 0.0010253103425747218 -0.0017219335536288324 -0.00048142305942906559
leaf_weight=894 91 52 52 51 46 55 253 82 116 199 329 72 691 428 140 109 93
leaf_count=894 91 52 52 51 46 55 253 82 116 199 329 72 691 428 140 109 93
internal_value=0 8.95122e-05 7.21956e-05 -0.000681432 0.000340749 0.000104877 0.000357141 0.00143956 0.00019091 0.000966424 -0.000227421 -2.26105e-06 0.000222443 0.000129746 -0.000219447 -0.0003689 0.000420397
internal_weight=0 3662 3610 149 98 3461 1034 137 897 315 582 2427 1191 1119 1236 1003 233
internal_count=3753 3662 3610 149 98 3461 1034 137 897 315 582 2427 1191 1119 1236 1003 233
is_linear=0
shrinkage=0.0995203


Tree=4253
num_leaves=25
num_cat=0
split_feature=2 3 8 6 6 6 2 36 3 6 5 2 0 19 6 6 20 2 2 2 3 20 5 1
split_gain=0.00719672 0.0067464 0.0118307 0.0727243 0.0536948 0.0325994 0.0197178 0.0179866 0.00847969 0.0264545 0.016052 0.0133797 0.00839898 0.0144943 0.0129201 0.0336794 0.0278682 0.0126277 0.0248729 0.0242139 0.0118141 0.0109204 0.010081 0.00623141
threshold=0.41639000000000009 0.084550000000000028 -0.085289999999999991 0.087575000000000028 0.085955000000000018 0.084050000000000027 -0.085759999999999989 0.088355000000000031 0.085625000000000021 0.085955000000000018 -0.0083599999999999994 -0.082174999999999984 -0.075179999999999983 0.13306000000000004 -0.09007999999999998 -0.10198499999999999 -0.076664999999999997 -0.085944999999999994 -0.087075 -0.084385000000000002 0.090360000000000024 -0.079864999999999992 -0.01504 -0.0040349999999999995
decision_type=2 2 2 2 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 23 -4 -8 9 11 -11 -3 14 20 15 22 -17 18 -16 -19 -14 -22 -10 -1
right_child=-2 8 4 -5 -6 -7 7 -9 12 10 -12 -13 13 -15 17 16 -18 19 -20 -21 21 -23 -24 -25
leaf_value=0.0011437625907904489 -0.00081475036724649487 -0.0013130836281250871 0.0012821612334321163 0.0036665903187021883 -0.0034534550152413332 -0.0021463445229845716 -0.001714539495330463 0.00066595704202212613 5.5503670339444608e-06 0.00075774686174768862 0.0032810030407850769 0.00084446559146799901 0.0019194591308785091 -0.0012462403714316756 -0.00024694190423469545 0.00048774047192627965 0.0027754976423113057 0.0014985243891400706 -0.0022855577962073367 -0.00017482631156860004 -0.00045611844880161473 0.00050071555551988605 -0.0013638037025203937 -0.00036575144229489021
leaf_weight=62 91 61 77 49 56 81 76 53 310 57 46 53 50 54 252 151 82 94 78 962 141 706 64 47
leaf_count=62 91 61 77 49 56 81 76 53 310 57 46 53 50 54 252 151 82 94 78 962 141 706 64 47
internal_value=0 8.06039e-05 -0.000258135 0.000245663 -0.000720831 -0.000632268 1.80444e-05 -0.00073016 0.000134551 0.000735461 0.00189259 -0.000302832 8.99804e-05 0.000333386 -2.57547e-05 0.000356665 0.00129639 -0.000193826 -0.000731278 -2.50975e-05 0.000429393 0.000340465 -0.000226589 0.000485361
internal_weight=0 3662 501 239 262 190 206 129 3161 217 103 114 2944 951 1993 607 233 1386 330 1056 897 847 374 109
internal_count=3753 3662 501 239 262 190 206 129 3161 217 103 114 2944 951 1993 607 233 1386 330 1056 897 847 374 109
is_linear=0
shrinkage=0.0995203


Tree=4254
num_leaves=14
num_cat=0
split_feature=7 0 18 3 2 19 6 3 3 17 6 26 19
split_gain=0.0094655 0.00562913 0.00703045 0.0245364 0.0126127 0.0087729 0.00692235 0.015803 0.0273807 0.0206251 0.0107815 0.0115351 0.00864329
threshold=-0.10984999999999999 0.16362500000000005 0.15891500000000006 0.10871500000000002 -0.080604999999999996 0.13546500000000003 0.087575000000000028 0.097880000000000023 0.10174000000000002 -0.011809999999999999 -0.052844999999999996 -0.10954 0.086450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 10 9 -9 -8 11 -2 -12
right_child=1 -3 3 -5 -6 -7 7 8 -10 -11 12 -13 -14
leaf_value=-0.001101271166640734 0.0011074499132990184 0.0011036962235067987 -0.0007937624452472625 -0.0023551723160566626 0.0014712060318295525 -0.001123921912661969 0.00071092136648844841 0.0029619493066031107 0.00039111259750693677 -0.00029750001078980137 -0.00030739391785116767 0.00011329156392742758 0.00056575374690458159
leaf_weight=69 129 52 49 52 48 58 348 57 150 474 995 1146 126
leaf_count=69 129 52 49 52 48 58 348 57 150 474 995 1146 126
internal_value=0 7.46747e-05 5.97166e-05 -0.00060903 0.000318607 8.85601e-05 0.000109332 0.00032527 0.00110298 0.000128427 1.6252e-05 0.000214519 -0.000208522
internal_weight=0 3684 3632 149 97 3483 3425 1029 207 822 2396 1275 1121
internal_count=3753 3684 3632 149 97 3483 3425 1029 207 822 2396 1275 1121
is_linear=0
shrinkage=0.0995203


Tree=4255
num_leaves=12
num_cat=0
split_feature=7 36 36 27 29 21 21 3 0 21 29
split_gain=0.00767666 0.00528339 0.00557182 0.00546345 0.0105252 0.0069387 0.0273469 0.0149267 0.0112761 0.0230968 0.00837256
threshold=-0.10984999999999999 0.086430000000000021 0.091370000000000021 -0.086859999999999993 -0.08570499999999999 -0.015149999999999999 -0.026109999999999998 0.09049500000000002 -0.20796499999999998 0.087785000000000016 -0.027829999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 -6 9 -7 -10
right_child=1 2 -4 4 5 8 -8 -9 10 -11 -12
leaf_value=-0.00099167242762605314 -0.00075059199290012355 -0.0014012368050667237 5.7850284672710731e-06 0.0012581083563586613 0.00079953794265068062 0.0027214324093799832 -0.0024835155866172829 -0.00051097811017212775 -0.00060206630167611904 -0.00026347632439314192 0.00013780757131547425
leaf_weight=69 75 49 62 77 141 49 50 221 160 53 2747
leaf_count=69 75 49 62 77 141 49 50 221 160 53 2747
internal_value=0 6.72873e-05 -0.000607958 8.84938e-05 0.000106719 8.05637e-05 -0.000301862 0 0.000133198 0.00116243 9.68036e-05
internal_weight=0 3684 111 3573 3498 3421 412 362 3009 102 2907
internal_count=3753 3684 111 3573 3498 3421 412 362 3009 102 2907
is_linear=0
shrinkage=0.0995203


Tree=4256
num_leaves=14
num_cat=0
split_feature=5 27 4 3 5 4 3 18 0 18 18 0 9
split_gain=0.0154584 0.00882099 0.00896512 0.0246985 0.023572 0.0194007 0.0110586 0.0367863 0.00973523 0.00945079 0.0174398 0.0151845 0.00891988
threshold=0.6362850000000001 -0.038765000000000001 0.09939000000000002 0.080495000000000025 0.26245000000000007 0.094995000000000024 0.083955000000000016 -0.015979999999999998 -0.069569999999999993 0.086510000000000017 0.10665500000000003 0.019150000000000004 0.11222500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 9 6 7 -5 -8 11 -11 12 -4
right_child=-2 2 4 5 -6 -7 8 -9 -10 10 -12 -13 -14
leaf_value=-0.00103080559608722 0.0017390544353620076 -0.002027215119315493 -3.7797880232125623e-05 0.0031386657382059743 0.0019483087569431817 -0.0020391154525480075 -0.00013513540337611814 -0.00022010621056571457 0.00037578583874328767 0.00222105422100552 -4.4181845779478886e-05 -0.0015297067408977633 0.0013591724225245514
leaf_weight=84 50 63 395 47 78 47 2163 102 445 55 85 63 51
leaf_count=84 50 63 395 47 78 47 2163 102 445 55 85 63 51
internal_value=0 -2.26748e-05 6.59788e-07 -7.82624e-05 0.000313024 -3.41816e-05 0 0.000833879 -4.76436e-05 0.000115226 0.000839885 -8.24831e-05 0.00012011
internal_weight=0 3678 3594 2867 727 2804 2757 149 2608 649 140 509 446
internal_count=3728 3678 3594 2867 727 2804 2757 149 2608 649 140 509 446
is_linear=0
shrinkage=0.0995203


Tree=4257
num_leaves=13
num_cat=0
split_feature=28 17 8 1 1 18 9 9 21 0 8 0
split_gain=0.0136244 0.0126671 0.0224419 0.00577982 0.0199775 0.0114611 0.0055699 0.0275002 0.00964166 0.0082965 0.0180206 0.0174778
threshold=0.083225000000000021 -0.55754499999999996 0.041960000000000011 -0.50763499999999995 -0.44477499999999998 -0.01205 0.083955000000000016 0.083715000000000026 -0.091104999999999992 -0.068189999999999987 -0.073999999999999996 -0.07298499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3 7 8 -6 11 -11 -8
right_child=-2 3 -4 4 6 -7 9 -9 -10 10 -12 -13
leaf_value=-0.00027489917154564721 -0.0013949619754806324 0.0017914159684813923 0.0024844640769179777 -0.0018764979153445278 -0.0012484415567207661 -0.00028744501936483086 -7.1240839944361665e-05 0.0022661910458698334 0.00014540805931345828 -0.0013602475667471438 0.00065888097230354414 -0.0011494337431677711
leaf_weight=60 68 51 56 57 52 53 1877 60 879 51 302 162
leaf_count=60 68 51 56 57 52 53 1877 60 879 51 302 162
internal_value=0 2.67475e-05 0.00105015 -6.51895e-06 -2.88462e-05 0.000724125 2.04286e-06 0.000200672 6.66767e-05 -7.99066e-05 0.000364846 -0.000157306
internal_weight=0 3660 116 3544 3440 104 3383 991 931 2392 353 2039
internal_count=3728 3660 116 3544 3440 104 3383 991 931 2392 353 2039
is_linear=0
shrinkage=0.0995203


Tree=4258
num_leaves=15
num_cat=0
split_feature=5 27 26 26 4 4 3 4 8 26 26 5 1 2
split_gain=0.0125842 0.00695907 0.00706497 0.0225851 0.012929 0.0305321 0.0248002 0.0186669 0.0130323 0.0099358 0.0064135 0.0049325 0.00717536 0.00545313
threshold=0.6362850000000001 -0.01137 -0.054024999999999997 -0.010295 0.11474000000000002 0.12061000000000001 0.080495000000000025 0.10845500000000002 -0.49499500000000002 -0.077514999999999987 -0.089654999999999999 0.18340500000000004 -0.16272499999999998 -0.026175
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 9 -4 6 -6 -5 -8 -7 11 -1 12 -3 -14
right_child=-2 2 3 4 5 8 7 -9 -10 -11 -12 -13 13 -15
leaf_value=-1.731494379478061e-05 0.0015688829666004273 0.001465892370356542 -0.0017738084762978258 -0.002079295410279403 0.0026686551370272782 -0.0012277203510715077 8.6557074773960801e-06 -0.0016986037249392301 0.00056066650162697762 0.0014923262709710377 -0.0016707831411831742 -0.00061102528306356799 0.00048195350371970942 -0.00031937558010990531
leaf_weight=47 50 47 74 60 58 55 2595 65 151 65 48 67 204 142
leaf_count=47 50 47 74 60 58 55 2595 65 151 65 48 67 204 142
internal_value=0 -2.06506e-05 1.41188e-06 -5.62621e-05 -1.33944e-05 0.000651205 -7.82006e-05 -3.27553e-05 7.92105e-05 0.000338908 -0.000861369 0.000174145 0.000310087 0.000150718
internal_weight=0 3678 3583 3058 2984 264 2720 2660 206 525 95 460 393 346
internal_count=3728 3678 3583 3058 2984 264 2720 2660 206 525 95 460 393 346
is_linear=0
shrinkage=0.0995203


Tree=4259
num_leaves=14
num_cat=0
split_feature=28 5 27 9 2 2 2 3 9 18 3 3 3
split_gain=0.0109767 0.0111782 0.0062318 0.00604542 0.0274801 0.121944 0.0556735 0.0145164 0.0108865 0.00865162 0.00746176 0.0166924 0.0130468
threshold=0.083225000000000021 0.6362850000000001 -0.025179999999999998 0.083955000000000016 -0.086414999999999992 -0.08453999999999999 -0.087944999999999995 0.086605000000000029 0.084115000000000009 -0.015069999999999998 0.11125500000000002 0.11462500000000002 0.10871500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 9 -7 -5 -4 12 -12 -10
right_child=-2 -3 3 8 5 7 -8 -9 10 -11 11 -13 -14
leaf_value=-0.0008816519169484924 -0.001252255055686807 0.0015488040946935071 0.00098615952789661543 -0.0015466282062825563 0.0054502169935077161 0.00087402055567506064 -0.0038688220897103148 -6.76462153109582e-05 -6.8065557343531874e-05 -0.00053707768247038289 0.0018279003291010701 6.5974452802267512e-05 -0.0017643554432298899
leaf_weight=77 68 47 62 48 46 221 46 604 2006 91 65 301 46
leaf_count=77 68 47 62 48 46 221 46 604 2006 91 65 301 46
internal_value=0 2.38567e-05 3.79269e-06 2.33057e-05 0.000221022 0.000462699 -0.000832654 0.000183614 -6.21518e-05 7.48315e-05 -3.23447e-05 0.000381122 -0.000106491
internal_weight=0 3660 3613 3536 1070 871 199 825 2466 153 2418 366 2052
internal_count=3728 3660 3613 3536 1070 871 199 825 2466 153 2418 366 2052
is_linear=0
shrinkage=0.0995203


Tree=4260
num_leaves=23
num_cat=0
split_feature=6 18 3 3 5 1 9 1 5 5 0 3 3 18 9 20 20 0 27 0 18 2
split_gain=0.0145592 0.0306501 0.0238886 0.0499222 0.0226523 0.0471843 0.0382055 0.0345558 0.0207433 0.0226834 0.0110165 0.0248685 0.0347107 0.0107362 0.0254561 0.0116346 0.0142604 0.0124626 0.0115214 0.0105561 0.00832521 0.00610561
threshold=0.095355000000000023 0.15891500000000006 0.097880000000000023 0.096385000000000012 -0.039649999999999998 -0.072579999999999992 0.08938500000000002 -0.081394999999999981 0.054660000000000007 -0.067559999999999995 -0.229625 0.089985000000000023 0.10749000000000002 0.14607000000000003 0.089435000000000028 0.096815000000000026 0.0057800000000000013 -0.096359999999999987 -0.086859999999999993 -0.094389999999999988 0.11715500000000002 -0.060455000000000002
decision_type=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 -2 -6 -8 9 -4 11 -1 -13 15 -15 16 18 -18 -12 -17 -20 -21
right_child=1 -3 8 -5 6 -7 7 -9 -10 -11 13 12 -14 14 -16 19 17 -19 20 21 -22 -23
leaf_value=0.0026638131313310525 0.00051431998957185432 -0.002962984780474299 0.00011463410778982484 -0.0038764762963172292 -0.0011752439680710843 -0.0038247948001588089 -0.00016260523705396014 0.0036787002277625289 -0.00079402210693998337 0.0027845661241673813 -0.001453738898513545 -0.0019217304550595395 0.0018841092765081743 0.002586511972592609 -0.00035543964292104874 -0.0016991031921066554 -3.4849072892480413e-06 0.0021624732335208704 4.4222977335410729e-06 0.00064748580831900488 -0.001191281765891804 -0.00094533085494058597
leaf_weight=50 52 47 72 46 85 47 46 46 73 57 57 49 46 51 67 79 49 55 2513 48 59 47
leaf_count=50 52 47 72 46 85 47 46 46 73 57 57 49 46 51 67 79 49 55 2513 48 59 47
internal_value=0 -0.00052638 -0.000306267 -0.000839481 -0.000330348 -0.0015374 0.000340155 0.00174915 0.000539655 0.00130072 1.9339e-05 0.000866862 -7.02857e-05 -2.10154e-05 0.000909145 -5.90538e-05 -8.51455e-06 0.0011341 -5.40265e-05 -0.000848163 -2.26881e-05 -0.000131922
internal_weight=0 571 524 322 276 99 177 92 202 129 3170 145 95 3025 118 2907 2733 104 2629 174 2572 95
internal_count=3741 571 524 322 276 99 177 92 202 129 3170 145 95 3025 118 2907 2733 104 2629 174 2572 95
is_linear=0
shrinkage=0.0995203


Tree=4261
num_leaves=28
num_cat=0
split_feature=6 0 8 8 2 8 26 2 2 0 2 0 0 6 1 6 6 0 21 6 21 0 9 4 0 22 8
split_gain=0.0118109 0.0179822 0.0184648 0.0288161 0.0180911 0.0177829 0.0208876 0.0129552 0.0303985 0.010123 0.00904084 0.00894022 0.0250138 0.0178721 0.0208507 0.018699 0.023037 0.0287083 0.0174446 0.0240048 0.0157562 0.0152555 0.00703626 0.0355153 0.0125168 0.00725512 0.00829985
threshold=0.095355000000000023 -0.077174999999999994 -0.078414999999999999 -0.083294999999999994 -0.073884999999999992 -0.072559999999999999 0.096275000000000013 -0.077604999999999993 -0.065999999999999989 -0.050054999999999995 -0.085759999999999989 -0.095339999999999994 -0.094139999999999988 -0.099455000000000002 1.0000000180025095e-35 -0.092434999999999989 -0.088444999999999982 -0.10287 0.094640000000000016 -0.25061999999999995 -0.070074999999999985 -0.13752999999999999 0.11408000000000003 0.14566000000000004 -0.065229999999999996 0.11202000000000002 -0.01187
decision_type=2 2 2 2 2 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 2 3 10 -4 6 -3 -7 -9 -10 -2 13 -13 14 -1 -15 -17 20 19 -16 -18 -20 23 25 -24 26 -14
right_child=1 5 4 -5 -6 7 -8 8 9 -11 -12 12 22 15 18 16 17 -19 21 -21 -22 -23 24 -25 -26 -27 -28
leaf_value=-0.0017325360232240078 -0.00061210168323290362 -0.00020289352016423189 -0.0035134634392082666 0.00098407592264928038 -0.00079643687148387712 0.00084555353573457451 0.002665894557412422 -0.0029041991991624388 0.0011480981515001952 -0.00087750292662666196 -0.0026141822592847114 -0.0023797510675779804 1.8235002805800304e-05 0.0021693192974625007 -0.00031360853812272894 -0.0016126339085460776 -0.00084833591268821307 0.0026102685951202211 0.00034155493414288098 0.0020729583141055109 0.00082206867844038418 -0.001640387898988165 -0.0019407290114281152 0.0027076212203394042 0.00031026088150075751 0.0011023128632410971 -0.00045746264821931796
leaf_weight=71 46 53 49 77 50 53 47 52 46 52 46 46 1635 75 84 47 84 65 79 82 166 74 51 47 46 52 466
leaf_count=71 46 53 49 77 50 53 47 52 46 52 46 46 1635 75 84 47 84 65 79 82 166 74 51 47 46 52 466
internal_value=0 -0.000474137 -0.00106811 -0.000429795 -0.0021495 4.85262e-05 0.00113725 -0.000483759 -0.000958907 6.49362e-05 -0.00162204 1.7363e-05 -8.16566e-05 0.000298888 -0.000189171 0.000736329 0.000437177 0.000745621 0.000151771 0.000860367 0.000257538 -0.000611682 -3.52782e-05 9.24495e-07 -0.00086481 -5.77825e-05 -8.68847e-05
internal_weight=0 571 268 169 99 303 100 203 150 98 92 3170 2343 827 390 437 362 315 319 166 250 153 2297 2200 97 2153 2101
internal_count=3741 571 268 169 99 303 100 203 150 98 92 3170 2343 827 390 437 362 315 319 166 250 153 2297 2200 97 2153 2101
is_linear=0
shrinkage=0.0995203


Tree=4262
num_leaves=24
num_cat=0
split_feature=6 17 1 1 5 26 26 5 8 6 17 17 6 18 20 6 17 20 3 5 5 4 5
split_gain=0.00962199 0.0276945 0.0392611 0.0203868 0.0286269 0.0213189 0.0461434 0.0288191 0.0207987 0.00942655 0.04568 0.0494919 0.0157541 0.00809595 0.00617928 0.0114753 0.0271262 0.0137526 0.0222099 0.00854088 0.00991831 0.0197429 0.00869127
threshold=0.093835000000000016 -0.24445500000000001 -0.11064999999999998 -0.050379999999999994 -0.068984999999999991 0.090020000000000031 0.093245000000000022 0.054660000000000007 -0.070134999999999989 0.090845000000000023 -0.038314999999999995 0.021725000000000005 0.090195000000000011 -0.073454999999999993 -0.081945000000000004 -0.091704999999999995 -0.013125 -0.083495 0.087625000000000022 -0.54382499999999989 -0.50544999999999984 0.10956000000000003 -0.49053999999999998
decision_type=2 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 5 -5 13 -7 8 -8 12 -11 -12 14 -3 15 16 -1 18 -17 -16 21 -21 -22
right_child=1 3 -4 4 -6 6 7 -9 -10 10 11 -13 -14 -15 19 17 -18 -19 -20 20 22 -23 -24
leaf_value=0.0030010369222086839 5.637592885520895e-05 0.0014778924489478717 -0.0040162278424115691 -0.00028304255090190364 0.002705539425473468 -0.0037292202797724878 0.0014770524336377082 -0.0022316607683592832 -0.00070073450900491694 -0.0016002264922775999 0.0042484251593746377 -0.00025904842025681465 -0.0016874014902617347 -0.0001536264046971204 0.0011043168217014323 0.001048287104812595 -0.00012759340685702039 0.0012818361561584629 -0.00067522373482305556 -0.0024188396821435867 0.0012163786130122381 0.00025128004102041042 -7.3219797139530347e-05
leaf_weight=48 46 58 47 76 54 49 79 61 96 51 50 46 55 61 61 104 63 78 256 52 53 57 2140
leaf_count=48 46 58 47 76 54 49 79 61 96 51 50 46 55 61 61 104 63 78 256 52 53 57 2140
internal_value=0 -0.000407496 -0.00199302 -0.000129833 0.000952072 -0.000479997 -0.000948299 -0.000367435 0.000277703 1.96248e-05 0.000797662 0.00208007 -1.86472e-05 0.000634689 1.25901e-05 0.000313587 0.00121795 8.25294e-05 -0.000175047 -5.69947e-05 -8.81236e-05 -0.00101503 -4.16797e-05
internal_weight=0 627 93 534 130 404 285 236 175 3114 147 96 2967 119 2912 549 111 438 360 2363 2302 109 2193
internal_count=3741 627 93 534 130 404 285 236 175 3114 147 96 2967 119 2912 549 111 438 360 2363 2302 109 2193
is_linear=0
shrinkage=0.0995203


Tree=4263
num_leaves=14
num_cat=0
split_feature=0 5 0 18 26 18 2 9 17 18 3 18 8
split_gain=0.0100378 0.013463 0.0107589 0.0104833 0.0208755 0.0103958 0.010166 0.0113012 0.0211239 0.00909456 0.0289609 0.0144336 0.00668589
threshold=-0.22163999999999998 -0.09583499999999999 -0.16423499999999999 0.19545000000000004 0.090095000000000022 0.11504500000000002 -0.080555000000000002 0.09697500000000002 0.060860000000000011 0.10085500000000001 0.090995000000000006 0.09679500000000002 -0.085385000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 9 -7 8 -8 11 -11 12 -4
right_child=2 -3 3 4 -6 6 7 -9 -10 10 -12 -13 -14
leaf_value=-0.00015118692454379467 -0.0011832414814298021 0.001578070872267384 0.00016757228994111769 -0.00030560443676534168 0.0024587300551488882 0.00060673174161196748 0.0011201553360471982 -0.0019219886349647057 -0.0015907695586715126 -0.00089409617331775613 0.0019356673649243623 -0.0016446577694861689 -0.00015156522712638106
leaf_weight=91 86 86 974 61 48 46 51 82 64 62 84 57 1949
leaf_count=91 86 86 974 61 48 46 51 82 64 62 84 57 1949
internal_value=0 0.000684393 -8.31492e-05 -5.5712e-05 0.000904207 -8.7012e-05 -0.000714223 -0.00102682 -0.000381415 -3.79938e-05 0.00072838 -7.58157e-05 -4.49424e-05
internal_weight=0 177 3564 3478 109 3369 243 197 115 3126 146 2980 2923
internal_count=3741 177 3564 3478 109 3369 243 197 115 3126 146 2980 2923
is_linear=0
shrinkage=0.0995203


Tree=4264
num_leaves=30
num_cat=0
split_feature=9 9 1 1 1 3 9 3 0 8 3 9 3 3 3 5 26 4 0 4 17 3 17 1 1 4 26 4 6
split_gain=0.0100172 0.0182907 0.011728 0.0230042 0.0116048 0.0113168 0.0218891 0.0158559 0.0224991 0.0296477 0.0220533 0.00941373 0.0269918 0.0188981 0.010943 0.00933854 0.0366342 0.0308653 0.0369641 0.0268752 0.018625 0.0164143 0.0124299 0.0167448 0.0245113 0.00924258 0.00888395 0.0156099 0.0112728
threshold=0.083955000000000016 0.083715000000000026 0.066150000000000028 0.10055500000000002 0.058455000000000014 0.10486500000000003 0.093425000000000022 0.10174000000000002 -0.071799999999999989 -0.049499999999999995 0.096775000000000014 0.11351500000000002 0.11275500000000002 0.10341500000000002 0.092395000000000019 -0.010764999999999999 0.08425500000000001 0.077430000000000013 -0.091935000000000003 0.087270000000000028 -0.05543 0.094285000000000022 -0.0058449999999999995 -0.018369999999999997 -0.048734999999999994 0.10423500000000002 0.093245000000000022 0.10373000000000003 0.10681500000000003
decision_type=2 2 2 2 2 2 2 2 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 4 -4 5 7 -7 8 10 -10 -2 12 13 14 -5 17 22 18 21 -19 -21 -1 23 24 -17 -22 27 -8 -28
right_child=2 -3 3 11 -6 6 26 -9 9 -11 -12 -13 -14 -15 -16 16 -18 19 -20 20 25 -23 -24 -25 -26 -27 28 -29 -30
leaf_value=-0.0007740213776938565 -0.00021951090238330517 0.0018204847574660567 0.0022578866260612109 -0.00054892239425027335 -0.0015634142376805711 0.0020680308171255619 -0.001515847440129851 -0.0017883590018743789 0.0023250629407556398 -0.00045702114720510358 -0.0017855976346821103 -0.0008642703252595079 0.0023969433604050122 -0.0018795720438432879 0.0015795588232725419 -0.00015879391092474293 -0.0022543258776643394 -0.0015795614571355468 0.0038163830523173193 0.0016390379367966655 -0.0010875999922410156 0.0018227287011652921 0.0015070779636371786 -0.0012072955088049293 0.0023126201874788545 0.00024323420865378159 0.0010728255220756018 0.00065498055138753068 -0.00066586915704386189
leaf_weight=49 1479 68 57 46 60 61 78 65 77 74 95 78 51 48 49 178 73 87 51 87 62 47 59 91 51 310 110 56 55
leaf_count=49 1479 68 57 46 60 61 78 65 77 74 95 78 51 48 49 178 73 87 51 87 62 47 59 91 51 310 110 56 55
internal_value=0 0.000233703 -0.000113952 0.000439637 -0.000196734 -0.000158214 0.000349947 -0.000260871 -0.000202839 0.000956236 -0.000314553 5.55967e-05 0.00042966 -0.000266235 0.000540309 0.000138751 -0.000212022 0.00036872 0.00164882 2.25773e-05 0.000328034 0.000488777 0.000179191 -6.30798e-05 0.000388034 1.92278e-05 0 -0.000602527 0.000488299
internal_weight=0 1213 2539 329 2210 2150 360 1790 1725 151 1574 272 194 143 95 1145 452 693 147 546 459 96 379 320 229 372 299 134 165
internal_count=3752 1213 2539 329 2210 2150 360 1790 1725 151 1574 272 194 143 95 1145 452 693 147 546 459 96 379 320 229 372 299 134 165
is_linear=0
shrinkage=0.0995203


Tree=4265
num_leaves=21
num_cat=0
split_feature=9 9 4 0 10 3 20 9 5 3 3 3 21 2 4 0 2 18 18 4
split_gain=0.00840713 0.020508 0.00943591 0.0193195 0.0162198 0.0104154 0.0137861 0.0317845 0.0100475 0.00962439 0.00963125 0.013106 0.00931848 0.0061275 0.0216084 0.0185489 0.012131 0.00740561 0.0144349 0.00492144
threshold=0.083795000000000022 0.083540000000000017 0.11670500000000002 -0.073219999999999993 0.090150000000000022 0.089985000000000023 -0.085594999999999991 0.08401500000000002 -0.0063549999999999995 0.090435000000000029 0.090995000000000006 0.091615000000000016 -0.091104999999999992 0.12875500000000004 0.11496500000000003 -0.13417999999999999 0.11241000000000002 0.10015500000000002 0.088635000000000019 0.14154500000000006
decision_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 4 -4 5 6 -2 -8 -9 -7 -11 -12 -1 16 -15 -16 17 18 -14 -17
right_child=2 -3 3 -5 -6 9 7 8 -10 10 11 -13 13 14 15 19 -18 -19 -20 -21
leaf_value=-0.0010938747308654809 0.00095240769225822303 0.0022142200756597769 -0.00049754722389858781 0.002259485937440517 -0.0019525213904428474 0.0012321758869297272 -0.0025823541845369944 -0.00051917316571881275 0.00017161514719884422 -0.0011353866469705268 0.0012888166648452042 -5.5435163599047118e-06 0.00017094424707729856 -0.0017441641198342819 0.0016692199584526311 0.00020492435603314401 0.0015507299387280753 -0.00071607282196398537 0.0018056808383430528 -0.0010666177280457562
leaf_weight=58 76 49 51 49 48 68 64 620 312 68 83 1147 597 68 66 61 74 76 59 58
leaf_count=58 76 49 51 49 48 68 64 620 312 68 83 1147 597 68 66 61 74 76 59 58
internal_value=0 0.000220407 -0.000101476 0.000845213 -0.000139886 -0.000103863 -0.000336206 -0.000435356 -0.000287044 7.78744e-05 1.67718e-05 8.1134e-05 0.00013221 0.000200134 -0.000225215 0.000328676 0.000334665 0.000210611 0.000319219 -0.00040794
internal_weight=0 1166 2586 100 2486 2438 1072 996 932 1366 1298 1230 1117 1059 253 185 806 732 656 119
internal_count=3752 1166 2586 100 2486 2438 1072 996 932 1366 1298 1230 1117 1059 253 185 806 732 656 119
is_linear=0
shrinkage=0.0995203


Tree=4266
num_leaves=33
num_cat=0
split_feature=9 9 21 6 6 6 21 9 26 21 1 1 20 26 19 21 21 0 0 6 1 1 1 1 6 21 0 6 6 1 2 2
split_gain=0.00716755 0.0168207 0.00956455 0.0175197 0.0416955 0.0214946 0.0160061 0.0207978 0.0307403 0.0139798 0.0112611 0.0167043 0.0166335 0.0157398 0.00876003 0.00724227 0.0120831 0.00645339 0.0175218 0.0126575 0.00630163 0.0270282 0.0226349 0.0105775 0.00979756 0.0175708 0.0153387 0.0127634 0.0248321 0.00865188 0.00745632 0.00134603
threshold=0.083955000000000016 0.083715000000000026 0.085855000000000029 -0.0097999999999999979 -0.013304999999999999 -0.0083399999999999985 1.0000000180025095e-35 0.11351500000000002 0.087435000000000027 0.087570000000000023 0.066150000000000028 0.05340000000000001 -0.077724999999999989 0.08709500000000002 0.10345000000000003 0.089350000000000027 0.10323500000000002 -0.082339999999999983 -0.087184999999999999 0.11816500000000002 -0.082489999999999994 -0.14482999999999999 -0.046044999999999996 -0.50597999999999999 -0.083069999999999991 -0.091104999999999992 -0.13955999999999999 -0.092034999999999992 -0.097455 -0.54365999999999992 0.0049750000000000011 0.11392500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 4 6 -5 7 8 -2 -4 11 15 -13 -12 17 -11 -17 18 -7 -19 21 23 -22 29 27 -26 -27 28 -24 -1 -25 -32
right_child=2 -3 9 5 -6 14 -8 -9 -10 10 13 12 -14 -15 -16 16 -18 19 -20 -21 22 -23 24 30 25 26 -28 -29 -30 -31 31 -33
leaf_value=0.00036490902951127305 -0.0004887901831701209 0.0017192499071962723 0.0015839139475372814 0.0019329755168711867 -0.0033871910967545149 0.00045401171484348566 -0.0017850418327453829 -0.0015268371848070322 0.0029096493275898123 -0.00098799761627945803 0.0017550003547907101 0 -0.0025956030777860963 -0.0002056465146297676 -0.001518328429920639 0.00074734833637351975 -0.00029413552330611448 0.00018845433960735351 -0.00080476738047813843 -0.00098755030998600953 0.0021211735468499499 -0.0019057375150406696 -0.00020695910482836704 -5.1920981205664405e-05 -0.0010928038826027605 0.0019805302583539015 0.00020655635488162476 -0.0013795545823971135 0.0022192032940632289 -0.001469063194917617 0.0016742927953028665 0.00088024172039075088
leaf_weight=48 61 68 65 50 56 160 55 48 46 54 83 49 50 78 46 223 217 752 343 103 60 76 375 74 47 92 104 71 47 53 46 52
leaf_count=48 61 68 65 50 56 160 55 48 46 54 83 49 50 78 46 223 217 752 343 103 60 76 375 74 47 92 104 71 47 53 46 52
internal_value=0 0.000197724 -9.63532e-05 -0.000229852 -0.000972774 -9.33763e-05 -0.000325031 0.000187757 0.000964571 0.000183011 6.11582e-05 -0.000138068 -0.00131853 0.000800037 -0.000166123 9.68464e-05 0.000231847 -0.000119716 -0.000402733 4.58261e-05 0.000106647 -0.00024474 0.000261739 0.000214664 0.000109042 0.000626868 0.00104341 -0.000144534 6.13136e-05 -0.000589367 0.000691558 0.00126131
internal_weight=0 1213 2539 1720 266 1454 210 155 107 819 754 593 99 161 1404 494 440 1358 503 855 1145 349 796 273 736 243 196 493 422 101 172 98
internal_count=3752 1213 2539 1720 266 1454 210 155 107 819 754 593 99 161 1404 494 440 1358 503 855 1145 349 796 273 736 243 196 493 422 101 172 98
is_linear=0
shrinkage=0.0995203


Tree=4267
num_leaves=29
num_cat=0
split_feature=3 3 3 9 9 3 17 9 6 5 5 1 9 17 2 17 9 6 17 9 6 17 20 0 3 9 27 1
split_gain=0.00826029 0.0256967 0.012897 0.0221954 0.0244165 0.0149594 0.0280628 0.0278312 0.0186021 0.00894508 0.0127066 0.00909861 0.00614798 0.0181047 0.0119271 0.0284322 0.0336835 0.0190912 0.0155136 0.00915354 0.00576221 0.0155358 0.029682 0.0146631 0.0268655 0.0203928 0.00547952 0.0180115
threshold=0.083955000000000016 0.08345000000000001 0.087570000000000023 0.087825000000000028 0.086965000000000028 0.086965000000000028 -0.0044799999999999987 0.084755000000000011 0.085120000000000015 0.066815000000000027 -0.0098949999999999993 0.5126750000000001 0.085610000000000019 0.16421000000000005 -0.086304999999999993 0.016900000000000005 -0.02614 -0.0079349999999999993 -0.065004999999999993 0.086375000000000021 -0.093749999999999986 0.0021900000000000005 -0.0084199999999999987 -0.092724999999999988 0.093835000000000016 0.087155000000000024 0.076710000000000014 -0.0032650000000000001
decision_type=2 2 2 2 2 2 2 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 -8 -2 10 11 26 13 14 17 18 -17 -4 -16 -14 21 22 -21 24 -22 -25 27 -1
right_child=2 -3 12 -5 -6 -7 7 -9 -10 -11 -12 -13 19 -15 15 16 -18 -19 -20 20 23 -23 -24 25 -26 -27 -28 -29
leaf_value=0.0003763743743786719 5.0159279945763326e-05 0.0022529228452600101 0.0025964358425642556 0.0012996036645635362 -0.002582732129939451 -0.0017214377676741496 0.0022579565569080359 -0.00033131313356136554 -0.0014322579490866809 -0.0011074738450437018 0.001466496820803298 0.001037511021885348 -0.0013215963810379037 0.001755341143233652 -0.00028516161805015633 0.000203890637717402 -0.0034725154281088598 -0.00022559508679900059 0.00073313958964301112 -0.0018966232535172773 -0.0029716727526168806 0.0015795121463154053 0.00083317746301727962 0.0019541532656689228 3.2927739203301013e-05 -7.4457002341202978e-05 0.00029464547815759231 -0.002221006584548056
leaf_weight=54 155 64 47 66 57 76 75 90 180 53 70 55 55 74 285 50 48 47 307 60 48 79 115 51 75 1303 62 51
leaf_count=54 155 64 47 66 57 76 75 90 180 53 70 55 55 74 285 50 48 47 307 60 48 79 115 51 75 1303 62 51
internal_value=0 0.000420946 -5.28655e-05 -0.000433154 -0.000615114 -0.00041898 -0.000219369 0.000840667 -0.00074392 7.87284e-05 0.000296836 -6.82889e-05 4.73626e-05 0.000266482 0.000124907 -1.71955e-05 -0.00158845 0.00117671 0.000241527 -5.74447e-05 -1.68051e-05 0.00042047 -9.80766e-05 -9.25577e-05 -0.00113294 1.34845e-06 -0.000437377 -0.000877415
internal_weight=0 409 3343 699 633 576 500 165 335 345 292 222 2644 858 784 690 98 94 592 1786 1731 254 175 1477 123 1354 167 105
internal_count=3752 409 3343 699 633 576 500 165 335 345 292 222 2644 858 784 690 98 94 592 1786 1731 254 175 1477 123 1354 167 105
is_linear=0
shrinkage=0.0995203


Tree=4268
num_leaves=20
num_cat=0
split_feature=8 18 0 26 26 8 9 3 4 21 21 6 21 29 4 26 26 4 5
split_gain=0.00748077 0.0266348 0.014848 0.0213949 0.0168488 0.0219466 0.0141462 0.0468962 0.0111365 0.0106381 0.00789888 0.0110712 0.0109759 0.00748718 0.0121967 0.00900421 0.017842 0.00719246 0.00469866
threshold=0.0012600000000000003 -0.45171999999999995 -0.070374999999999993 -0.22491999999999998 -0.063069999999999987 0.096835000000000018 0.11351500000000002 0.098000000000000018 0.10290000000000002 0.088120000000000018 -0.088829999999999992 -0.0072949999999999994 -0.084999999999999992 1.0000000180025095e-35 0.09661500000000002 0.11326500000000002 0.11880500000000002 0.14154500000000006 -0.010074999999999999
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 -6 7 9 -7 18 11 -3 -12 15 -15 17 -17 -14 -2
right_child=2 10 3 4 5 8 -8 -9 -10 -11 12 -13 13 14 -16 16 -18 -19 -20
leaf_value=0.0020751948305328251 -0.00042133417600188097 -0.0001430800746386688 -0.0027740415875626271 0.0010736702032698114 -0.0023795382155580112 0.0010646401569029485 -0.0011865992808056925 0.0031611495660147635 -0.00097591193293007194 -0.0015789908200531306 -0.0013335049362811656 0.0017572374927129887 6.156536052248365e-05 0.0020441251389683259 -0.00013035345370769779 -0.0015575108110060937 4.1936624192158911e-05 -0.00099055985686663582 0.00098676614900706843
leaf_weight=63 47 60 48 54 65 48 56 52 59 46 62 60 2499 46 56 109 186 66 46
leaf_count=63 47 60 48 54 65 48 56 52 59 46 62 60 2499 46 56 109 186 66 46
internal_value=0 4.90575e-05 -0.000357496 -0.000862489 -0.000452873 -0.000936896 0.000199384 0.000610032 -5.28733e-05 -0.000338454 8.19696e-06 0.000800257 -2.29633e-05 4.19235e-06 0.000842269 -2.54109e-05 -0.000546271 3.4174e-05 0.000266343
internal_weight=0 3207 521 274 226 172 247 191 107 139 3144 120 3024 2962 102 2860 295 2565 93
internal_count=3728 3207 521 274 226 172 247 191 107 139 3144 120 3024 2962 102 2860 295 2565 93
is_linear=0
shrinkage=0.0995203


Tree=4269
num_leaves=19
num_cat=0
split_feature=8 18 3 8 8 3 0 18 5 20 21 21 21 8 0 4 4 5
split_gain=0.00607035 0.0215977 0.0136654 0.0267838 0.0122436 0.0116297 0.0186889 0.0172702 0.0158385 0.00908355 0.00639331 0.00966849 0.00889987 0.00648658 0.0105665 0.00923553 0.0214321 0.0124116
threshold=0.0012600000000000003 -0.45171999999999995 0.11089500000000001 0.10228000000000002 0.20353000000000004 0.10502000000000002 0.019150000000000004 0.089365000000000014 -0.06971999999999999 -0.079725000000000004 -0.088829999999999992 -0.096850000000000006 -0.084999999999999992 -0.49499500000000002 -0.10806499999999999 0.10423500000000002 0.10845500000000002 -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 5 -4 -5 6 7 8 -2 -10 11 -3 -12 14 -14 17 -17 -15
right_child=2 10 3 4 -6 -7 -8 -9 9 -11 12 -13 13 15 -16 16 -18 -19
leaf_value=0.0018686710398178282 0.0020282101433761355 -2.3540287008782824e-05 -0.0024277568140624694 0.001211417214330225 -0.0010712898830547172 0.0012572409267438238 -0.0019051094950241862 -0.0014887440720241813 0.00088524767635597755 -0.00078169772500228632 -0.0012007942612387583 0.0017771753345115526 0.00024265590865107489 -0.00018705884416239508 -0.0018654524171676232 0.0021487496808690466 0.00016490995886449345 0.00031390405676455323
leaf_weight=63 54 70 77 47 46 63 54 50 61 69 62 50 46 1741 47 63 384 681
leaf_count=63 54 70 77 47 46 63 54 50 61 69 62 50 46 1741 47 63 384 681
internal_value=0 4.41498e-05 -0.000322074 -0.00105459 7.35339e-05 3.03725e-05 -0.000235163 0.000146712 0.000595578 0 7.32937e-06 0.000719936 -2.0678e-05 3.74762e-06 -0.00081393 3.05384e-05 0.000446343 -4.58638e-05
internal_weight=0 3207 521 170 93 351 288 234 184 130 3144 120 3024 2962 93 2869 447 2422
internal_count=3728 3207 521 170 93 351 288 234 184 130 3144 120 3024 2962 93 2869 447 2422
is_linear=0
shrinkage=0.0995203


Tree=4270
num_leaves=18
num_cat=0
split_feature=1 24 3 9 18 3 4 4 9 4 18 9 9 26 18 18 6
split_gain=0.00630286 0.0128264 0.012666 0.0160032 0.00575484 0.01314 0.0110985 0.0217571 0.019419 0.0150038 0.00735536 0.0113785 0.0185017 0.0216851 0.015699 0.0136462 0.00694252
threshold=0.50644500000000015 0.084270000000000025 0.11523000000000001 -0.063329999999999984 0.092750000000000013 0.14166500000000004 0.11509500000000002 0.10876500000000001 -0.040564999999999997 0.10606500000000003 0.095210000000000031 0.09091500000000001 0.087515000000000023 0.084165000000000031 0.10554500000000001 0.11835500000000003 -0.026384999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 6 7 9 -8 -1 -6 12 13 -12 -13 -16 -7
right_child=2 -3 3 -5 10 16 8 -9 -10 -11 11 14 -14 -15 15 -17 -18
leaf_value=4.3195536785076074e-05 0.00039105850360616047 0.0013975847611922816 -0.00014276964092428091 -0.0026016100036520147 -0.0013520782601304539 0.0020964883988163693 0.00049419449283366395 0.00159735410168049 -0.0022266962509775237 -0.0015493873904118447 0.0005525349149716884 -0.0018830030479388314 0.0016169289719310694 -0.0016867358288663165 0.00099501969545595387 -0.00064295024634964748 0.00034243055432742409
leaf_weight=2486 77 66 58 49 57 46 47 88 57 60 125 70 77 65 69 185 46
leaf_count=2486 77 66 58 49 57 46 47 88 57 60 125 70 77 65 69 185 46
internal_value=0 2.31733e-05 -0.000574175 -0.00127643 -2.6728e-06 5.83467e-05 1.87339e-05 5.88413e-05 -0.000989192 5.34256e-06 -0.000270425 -0.000164718 0.000314354 -0.000209223 -0.000562036 -0.000194767 0.00122836
internal_weight=0 3544 184 107 3478 2830 2738 2634 104 2546 648 591 267 190 324 254 92
internal_count=3728 3544 184 107 3478 2830 2738 2634 104 2546 648 591 267 190 324 254 92
is_linear=0
shrinkage=0.0995203


Tree=4271
num_leaves=21
num_cat=0
split_feature=1 24 5 23 18 1 1 8 2 1 2 21 2 2 2 18 21 1 21 9
split_gain=0.00511172 0.0103996 0.00670325 0.0100084 0.00537894 0.00806191 0.0181618 0.025579 0.0262321 0.0175626 0.00778776 0.00691118 0.00615529 0.0333126 0.0180826 0.00938482 0.0236286 0.0100521 0.00892118 0.00725654
threshold=0.50644500000000015 0.084270000000000025 -0.44524499999999995 -0.022119999999999997 0.10361000000000002 -0.049499999999999995 -0.076894999999999991 -0.067434999999999981 -0.080165 -0.0101 -0.046564999999999995 0.096665000000000015 -0.078454999999999983 -0.079149999999999984 -0.080165 0.088635000000000019 0.087625000000000022 -0.50954999999999984 -0.079279999999999989 0.09550500000000002
decision_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 12 6 7 8 -6 -7 11 -11 13 14 19 17 -17 -14 -19 -1
right_child=2 -3 -4 -5 5 9 -8 -9 -10 10 -12 -13 15 -15 -16 16 -18 18 -20 -21
leaf_value=4.7058487393658579e-06 0.00014010907540082509 0.0012584968585934375 0.00029575415462371895 -0.0017003433585828251 -0.00051469700692497095 0.0015997334420842031 -0.0019577488696781208 -0.0017088510747322817 0.0024986429362228489 -0.00070537534275732106 -0.0013689583301472452 0.00096429964480012123 -0.0012305722435093007 -0.0025766462438152659 0.0014108270255320703 0.0022385629829863654 -0.00027641101348154515 0.0013864691763111471 0.00011265323425010761 -0.00064967902405635674
leaf_weight=1478 48 66 64 72 68 59 78 66 49 50 55 48 52 51 86 73 74 58 944 189
leaf_count=1478 48 66 64 72 68 59 78 66 49 50 55 48 52 51 86 73 74 58 944 189
internal_value=0 2.0913e-05 -0.000517033 -0.000957341 -2.33653e-06 -0.000314512 -0.000685338 -0.000138525 0.000740304 0.000138163 -0.000420099 0.000104071 4.65287e-05 -6.93422e-05 3.13581e-06 0.000221258 0.000966953 0.00011648 0.000187204 -6.89955e-05
internal_weight=0 3544 184 120 3478 473 261 183 117 212 153 98 3005 1804 1753 1201 147 1054 1002 1667
internal_count=3728 3544 184 120 3478 473 261 183 117 212 153 98 3005 1804 1753 1201 147 1054 1002 1667
is_linear=0
shrinkage=0.0995203


Tree=4272
num_leaves=19
num_cat=0
split_feature=17 17 26 18 17 17 0 0 6 17 18 0 6 1 19 17 4 4
split_gain=0.0122359 0.0840535 0.064155 0.0212518 0.0136227 0.0148486 0.0109312 0.0340202 0.026644 0.0120087 0.0208347 0.0167125 0.00754073 0.0186807 0.00712127 0.0078692 0.00788389 0.023186
threshold=-0.0082649999999999998 -0.011809999999999999 0.085635000000000031 -0.091869999999999993 -0.0065549999999999992 -0.0044799999999999987 -0.085054999999999992 -0.085754999999999984 0.085955000000000018 0.021725000000000005 0.087065000000000017 -0.082794999999999994 0.10877500000000002 -0.068094999999999989 0.11219500000000003 -0.56655999999999984 0.11394500000000003 0.10724500000000002
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 -2 -5 -6 7 8 -7 10 -8 -11 14 -14 15 -1 17 -17
right_child=3 2 -4 4 5 6 9 -9 -10 11 -12 -13 13 -15 -16 16 -18 -19
leaf_value=-0.0010986647210848614 0.0018747871726655528 0.00010870310707613219 -0.0045343269685563566 0.0016497991026935153 -0.0016116192098724518 -6.4676263203931878e-05 -0.00030561190750569072 0.0027826162915029649 0.0014923389415586745 -0.0016181181213899846 -0.002619553913460834 0.00029667195200271069 -0.0021201386113178203 0.00035117632932402863 0.0012095859502028353 -8.4294194367418763e-07 -0.0011022798719119119 0.0019487109213307961
leaf_weight=63 69 48 75 54 52 692 221 53 129 50 47 460 56 65 49 1455 58 63
leaf_count=63 69 48 75 54 52 692 221 53 129 50 47 460 56 65 49 1455 58 63
internal_value=0 -0.000198289 -0.00271576 0.0001609 9.31661e-05 4.33557e-05 9.5945e-05 0.000337797 0.000178973 -0.000174698 -0.00071447 0.000107342 -2.66652e-05 -0.000785808 2.7267e-05 -7.5805e-06 3.55158e-05 7.95282e-05
internal_weight=0 1932 123 1827 1758 1704 1652 874 821 778 268 510 1809 121 1688 1639 1576 1518
internal_count=3759 1932 123 1827 1758 1704 1652 874 821 778 268 510 1809 121 1688 1639 1576 1518
is_linear=0
shrinkage=0.0995203


Tree=4273
num_leaves=16
num_cat=0
split_feature=17 17 18 17 9 9 8 8 6 6 6 4 29 21 9
split_gain=0.0104401 0.115644 0.0144543 0.0147985 0.0117015 0.0133466 0.0224185 0.0149237 0.0105347 0.0212745 0.0212596 0.0203733 0.0129206 0.0100359 0.00990728
threshold=-0.011174999999999999 -0.014289999999999999 -0.092414999999999983 -0.0090649999999999984 0.13087500000000005 0.11296000000000002 0.11023500000000003 0.025720000000000003 -0.095814999999999997 -0.092919999999999989 -0.09007999999999998 0.085720000000000018 0.0050600000000000011 0.089505000000000015 0.08486500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 -4 5 6 7 -5 11 -10 -11 13 14 -1 -12
right_child=2 -3 3 4 -6 -7 -8 -9 9 10 12 -13 -14 -15 -16
leaf_value=-0.0011313575356172133 0.0015445154033321433 -0.0042501125308067791 0.0016516674477057027 3.3432517359965586e-05 0.0012204107974566713 -0.0013076862275046405 0.0020952599778004187 -0.0016202181592554162 -0.0021417206494533008 0.0019839012146327119 -0.00053271048778863407 0.0022778179851223185 0.0014643696630921104 0.00066477360467408035 1.5319658646813275e-05
leaf_weight=49 70 67 58 1542 79 76 51 56 50 49 504 55 49 83 921
leaf_count=49 70 67 58 1542 79 76 51 56 50 49 504 55 49 83 921
internal_value=0 -0.000191898 0.000139885 8.66395e-05 3.58688e-05 -1.79053e-05 4.10425e-05 -2.40055e-05 -3.69442e-05 -0.000121335 -5.44684e-05 0.000668555 -0.000122785 0 -0.000177935
internal_weight=0 1827 1932 1862 1804 1725 1649 1598 1760 1573 1523 187 1474 132 1425
internal_count=3759 1827 1932 1862 1804 1725 1649 1598 1760 1573 1523 187 1474 132 1425
is_linear=0
shrinkage=0.0995203


Tree=4274
num_leaves=20
num_cat=0
split_feature=17 17 17 18 17 18 8 0 5 0 0 17 17 6 18 6 6 17 20
split_gain=0.00860805 0.0700752 0.0569198 0.0142861 0.0110468 0.0141925 0.0210065 0.0120916 0.0506212 0.0195137 0.0186862 0.0120992 0.00832153 0.00964396 0.0174078 0.0167296 0.0177797 0.0140838 0.00547303
threshold=-0.0082649999999999998 -0.011809999999999999 -0.0096999999999999986 -0.091869999999999993 -0.0065549999999999992 -0.080424999999999996 -0.08176499999999999 -0.082494999999999999 -0.015214999999999999 -0.080614999999999992 -0.084269999999999998 0.021725000000000005 -0.016209999999999999 -0.095814999999999997 0.088635000000000019 -0.092919999999999989 -0.09007999999999998 -0.023964999999999997 -0.0049799999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 -2 -5 6 -6 8 10 -9 -7 -11 13 14 18 -15 -17 -18 -1
right_child=3 2 -4 4 5 7 -8 9 -10 11 -12 -13 -14 15 -16 16 17 -19 -20
leaf_value=-0.00081231588130733807 0.001541035721012356 -0.0050535689820502237 -0.00067939801778326488 0.00148181542520419 0.00019195611177343379 2.610694468398644e-05 -0.0026490709447651436 -0.0016408649719118755 0.0032084180628305739 -0.00065568654118567098 0.0018172055519255759 0.00032491676803791979 0.0009701814298093207 -0.0019285761070213594 0.002278040788774317 0.0017864630282065357 -7.1853473430748277e-05 -0.0015612427755620824 0.00051417609032464423
leaf_weight=47 69 50 73 54 56 846 47 84 57 190 62 362 82 50 47 49 1379 66 89
leaf_count=47 69 50 73 54 56 846 47 84 57 190 62 362 82 50 47 49 1379 66 89
internal_value=0 -0.000165584 -0.00246417 0.000135681 8.0056e-05 3.51536e-05 -0.00109649 0.000108469 0.00033085 -0.000227662 0.000149308 -1.11267e-05 -8.84233e-06 -5.58016e-05 0.000626507 -0.000137201 -7.6701e-05 -0.000140448 4.97366e-05
internal_weight=0 1932 123 1827 1758 1704 103 1601 965 636 908 552 1809 1727 183 1544 1494 1445 136
internal_count=3759 1932 123 1827 1758 1704 103 1601 965 636 908 552 1809 1727 183 1544 1494 1445 136
is_linear=0
shrinkage=0.0995203


Tree=4275
num_leaves=26
num_cat=0
split_feature=17 17 17 18 17 0 0 3 2 2 3 8 18 18 8 2 2 2 8 2 18 26 26 26 20
split_gain=0.00803856 0.0907914 0.016378 0.0123428 0.00725352 0.0694056 0.0080406 0.0298862 0.00906328 0.0153626 0.0085416 0.0079281 0.00632245 0.0167197 0.0109252 0.0109074 0.0176522 0.0121834 0.00994592 0.0293992 0.0259115 0.0185026 0.0109222 0.00964605 0.00935104
threshold=-0.011174999999999999 -0.014289999999999999 -0.0090649999999999984 -0.091869999999999993 -0.0044799999999999987 -0.084834999999999994 -0.15137999999999999 0.09482500000000002 -0.0072299999999999994 -0.017704999999999995 0.10920500000000002 -0.092844999999999997 -0.092584999999999987 -0.094939999999999997 0.10068500000000002 -0.018864999999999996 0.097285000000000024 -0.076954999999999996 -0.052214999999999998 0.096520000000000022 0.088635000000000019 0.10725000000000003 0.089880000000000029 0.096535000000000024 -0.083404999999999993
decision_type=2 2 2 2 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 -2 -4 5 -5 7 -6 9 -8 -9 -10 13 15 18 17 -17 24 21 20 -20 22 -14 -19 -1
right_child=2 -3 3 4 6 -7 8 10 11 -11 -12 -13 14 -15 -16 16 -18 23 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.001359233255329243 0.0017296293620960325 -0.0037626375354953669 0.0013682437812426586 -0.00269693472732496 0.0027002746236383592 0.0016003152681559783 3.2832562191524277e-05 -0.0011183928509960932 -3.9588145906838838e-05 0.0018332451733998282 0.00045048728336202998 -0.0012010190360561218 -9.14253675090562e-05 -0.0020262756218015006 -0.0010638127096355492 0.0018083140998026511 -0.00058331808397916703 -0.0024145402700791094 0.00021384170991872343 -0.0016623974423330462 0.0022099633601376828 -0.0017199410350773432 0.0007803802812115869 -0.00036345305947000283 0.00017430249127009696
leaf_weight=47 61 67 70 78 53 71 1148 49 131 49 115 107 572 51 75 65 57 46 154 46 112 58 189 47 241
leaf_count=47 61 67 70 78 53 71 1148 49 131 49 115 107 572 51 75 65 57 46 154 46 112 58 189 47 241
internal_value=0 -0.00016684 0.00012429 7.15138e-05 2.06589e-05 -0.000643758 8.10806e-05 0.000645712 -3.73215e-06 0.000107218 -1.32721e-05 -0.000565184 -2.94897e-05 -0.000308149 9.78391e-05 -0.000132317 0.000684202 -0.000395924 0.000175596 0.000653773 0.00105739 -5.56785e-06 0.000124018 -0.00138677 -7.31198e-05
internal_weight=0 1827 1932 1871 1801 149 1652 217 1435 1197 164 238 1760 554 1206 503 122 381 1131 312 266 819 761 93 288
internal_count=3759 1827 1932 1871 1801 149 1652 217 1435 1197 164 238 1760 554 1206 503 122 381 1131 312 266 819 761 93 288
is_linear=0
shrinkage=0.0995203


Tree=4276
num_leaves=13
num_cat=0
split_feature=20 29 24 6 3 9 18 0 18 0 0 6
split_gain=0.0237274 0.0191002 0.00988576 0.00757948 0.0160449 0.0304837 0.0340915 0.00731243 0.0121097 0.00993519 0.00919151 0.00760935
threshold=-0.41270499999999993 -0.14715999999999999 0.10012000000000003 0.10449000000000003 0.092300000000000021 0.090775000000000022 -0.070104999999999987 0.047575000000000013 -0.098315 0.019150000000000004 0.12433000000000002 -0.23827499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 -6 -7 9 -9 11 -10 -3
right_child=1 2 -4 4 5 6 -8 8 10 -11 -12 -13
leaf_value=-0.0022708008680547387 0.0020187453525429555 0.00049892923901495936 -0.0014116776785430417 0.0018681473143673589 -0.0019261617330567609 0.0027440582320789574 -0.00011303846735764583 0.0015151240184767864 -0.00074333745317189958 -0.0014434247403055729 0.0006819715335839733 -0.00011290346316295439
leaf_weight=46 46 217 50 64 57 57 149 76 84 53 96 2732
leaf_count=46 46 217 50 64 57 57 149 76 84 53 96 2732
internal_value=0 3.33903e-06 -2.19402e-05 -2.32921e-06 0.00045419 0.000106997 0.000673544 -4.84006e-05 0.000461634 -9.21673e-05 1.22794e-05 -6.76046e-05
internal_weight=0 3681 3635 3585 327 263 206 3258 256 3002 180 2949
internal_count=3727 3681 3635 3585 327 263 206 3258 256 3002 180 2949
is_linear=0
shrinkage=0.0995203


Tree=4277
num_leaves=10
num_cat=0
split_feature=20 29 1 5 4 1 10 24 10
split_gain=0.0192397 0.0154877 0.0101869 0.0253322 0.00978504 0.00776877 0.00855413 0.00999278 0.00735534
threshold=-0.41270499999999993 -0.14715999999999999 -0.50388999999999995 0.27139000000000008 0.085065000000000016 -0.49367499999999997 0.09056500000000002 0.10012000000000003 0.084475000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 8 -7
right_child=1 2 5 -5 -6 6 -8 -9 -10
leaf_value=-0.0020448103471650048 0.0018178394676699068 -0.0011599389515138526 -0.0013003537728641967 0.002536090690497983 0.00075585032609567918 -2.0205654841174565e-05 0.0010506450286092916 -0.0014866038923098232 -0.0011918109617780502
leaf_weight=46 46 49 49 53 57 3255 70 48 54
leaf_count=46 46 49 49 53 57 3255 70 48 54
internal_value=0 2.9846e-06 -1.97567e-05 0.000758864 -0.000122028 -5.56081e-05 -3.75716e-05 -6.05069e-05 -3.95726e-05
internal_weight=0 3681 3635 159 106 3476 3427 3357 3309
internal_count=3727 3681 3635 159 106 3476 3427 3357 3309
is_linear=0
shrinkage=0.0995203


Tree=4278
num_leaves=14
num_cat=0
split_feature=20 27 24 5 5 21 5 0 5 17 2 2 17
split_gain=0.0156003 0.0129209 0.00783711 0.00628232 0.0179468 0.0279002 0.0191523 0.0160039 0.0123485 0.00879736 0.00753737 0.0266555 0.0157814
threshold=-0.41270499999999993 0.11726500000000002 0.10012000000000003 -0.0089549999999999994 -0.042209999999999991 -0.026109999999999998 -0.049719999999999993 -0.078954999999999984 -0.0080599999999999995 -0.065004999999999993 -0.073884999999999992 -0.076254999999999989 -0.0058449999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 9 -7 -5 -2 11 -10 -12
right_child=1 -3 -4 8 5 7 -8 -9 10 -11 12 -13 -14
leaf_value=-0.0018413104611014071 -0.00071641231832036902 0.0015309413065992025 -0.0012831335687632981 0.0016467598397835023 0.0015643898040292128 -0.0010296451558490618 0.0020653887900818745 0.00054257164010669231 5.8631656233147251e-05 8.5369078549952853e-05 9.3356873123342431e-05 -0.0023471908894718966 0.0014387074751251053
leaf_weight=46 151 54 48 53 54 452 46 74 910 1323 353 48 115
leaf_count=46 151 54 48 53 54 452 46 74 910 1323 353 48 115
internal_value=0 2.6433e-06 -1.98848e-05 -2.71393e-06 -0.000113592 -0.000584715 6.56401e-05 -0.000806902 0.000154166 2.67732e-06 9.81168e-05 -6.10562e-05 0.000425694
internal_weight=0 3681 3627 3579 2100 580 1520 526 1479 1474 1426 958 468
internal_count=3727 3681 3627 3579 2100 580 1520 526 1479 1474 1426 958 468
is_linear=0
shrinkage=0.0995203


Tree=4279
num_leaves=22
num_cat=0
split_feature=6 9 0 5 2 2 2 5 26 26 26 9 26 8 6 9 5 2 22 6 1
split_gain=0.015478 0.0145928 0.00839924 0.00903637 0.0190909 0.0821231 0.0455355 0.0327131 0.0160369 0.0278904 0.0229093 0.0333914 0.0191471 0.0145964 0.0101247 0.00835425 0.0122015 0.00879191 0.0136265 0.023265 0.00275824
threshold=0.23663500000000004 0.15091000000000004 -0.094139999999999988 -0.082179999999999989 -0.082084999999999991 -0.083254999999999982 -0.080604999999999996 -0.14653999999999998 0.085855000000000029 0.085355000000000028 0.091195000000000012 0.084290000000000018 0.091915000000000024 -0.086304999999999993 -0.090715000000000004 -0.084134999999999988 -0.45822499999999994 0.13398000000000002 0.086035000000000014 -0.14723999999999998 0.078505000000000019
decision_type=2 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 5 14 -6 -8 9 13 11 -10 -12 -5 -4 16 -1 18 19 -17 -19
right_child=-2 -3 3 8 6 -7 7 -9 10 -11 12 -13 -14 -15 -16 17 -18 20 -20 -21 -22
leaf_value=-0.00070437708595846122 -0.0017396978303650921 0.0014613194204872281 0.00073866988650988987 -0.00056061292974889446 -0.0021023087900560963 0.0046804054434785893 -0.00038427588365955921 0.0016583332218886536 -0.0028170131928740862 0.0024732420531417042 0.0019988316935854122 -0.00044249703146440739 -1.950042813684518e-05 0.00040043139502694153 -0.0012599038610393968 -0.002247734876857632 0.0011497065966387281 -0.00075525542658850121 0.00089816870200748467 -0.00023676035873068874 -0.0018812420427673816
leaf_weight=58 51 67 50 209 77 50 160 150 67 55 50 485 665 619 50 64 88 47 84 535 46
leaf_count=58 51 67 50 209 77 50 160 150 67 55 50 485 665 619 50 64 88 47 84 535 46
internal_value=0 5.85997e-06 -2.09334e-05 6.77557e-05 0.000433013 0.00138639 6.13715e-05 0.000601443 -2.3093e-05 0.000302069 -0.000250352 -0.000732191 0.000120497 0.00015686 -0.000252431 -0.000280289 0.000407546 -0.000410757 -0.000285616 -0.000452989 -0.001321
internal_weight=0 3676 3609 2687 537 150 387 310 2150 883 1267 552 715 828 100 922 146 776 683 599 93
internal_count=3727 3676 3609 2687 537 150 387 310 2150 883 1267 552 715 828 100 922 146 776 683 599 93
is_linear=0
shrinkage=0.0995203


Tree=4280
num_leaves=32
num_cat=0
split_feature=8 3 18 8 5 26 20 0 20 26 3 0 6 18 18 3 9 0 3 26 26 3 18 18 5 8 0 0 8 18 8
split_gain=0.0182328 0.0276044 0.0602326 0.024525 0.0333898 0.0377362 0.0131724 0.0129069 0.0365226 0.0303294 0.0284979 0.0154429 0.0139942 0.0126762 0.0119775 0.0331371 0.0121005 0.0110127 0.0327012 0.0496543 0.0248367 0.0274892 0.0217092 0.0142839 0.023821 0.0114849 0.0117395 0.0147926 0.0126977 0.00566592 0.00460335
threshold=-0.080364999999999992 0.084235000000000018 -0.095799999999999982 -0.082244999999999999 0.018455000000000003 0.090385000000000021 -0.24910499999999999 -0.1021 -0.067119999999999999 -1.0000000180025095e-35 0.092115000000000016 -0.095649999999999999 -0.050699999999999995 -0.083039999999999989 0.089020000000000016 0.094525000000000012 0.11351500000000002 -0.084369999999999987 0.090435000000000029 0.089880000000000029 0.087675000000000017 0.08622500000000001 -0.020999999999999998 0.086285000000000014 -0.021739999999999999 -0.083674999999999986 -0.084964999999999999 -0.085474999999999982 -0.085385000000000003 0.12892000000000003 -0.0077949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 5 13 -3 8 9 -8 -10 -9 -12 -5 16 -16 -13 25 19 20 21 -19 -20 24 -24 26 27 28 -1 -25 -4
right_child=1 6 30 4 -6 -7 7 11 10 -11 12 14 -14 -15 15 -17 -18 18 22 -21 -22 -23 23 29 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.00013929292440162649 -0.0044223062627685335 0.0016246670475934259 0.00052016237368609922 0.00076132807518342104 0.0035747537380418186 0.0030749380368346318 -0.00020636609505801035 0.0015407050946248217 0.0022212641276171674 -0.0035262980030597675 -0.0011712430826535311 0.00028457476600334772 0.00091002335658448247 -0.0012091319563024405 -0.0017563392494213178 0.00027723915995178308 -0.00092035311560490407 0.00023741051010044657 -0.0017284601650944841 0.0037341738264265404 -0.0010488801885803866 0.0031710113735728788 -0.00040841779562410995 -0.0011633798105131102 0.0026519315139313287 -0.001493789327380701 -0.0013112658564800074 0.0018015823422782317 -0.0013814724843243256 0.00028182211305510579 -0.00068836496085642189
leaf_weight=863 46 47 49 63 49 46 49 67 50 63 103 867 46 66 131 200 91 88 71 64 65 50 49 59 51 50 59 50 58 48 84
leaf_count=863 46 47 49 63 49 46 49 67 50 63 103 867 46 66 131 200 91 88 71 64 65 50 49 59 51 50 59 50 58 48 84
internal_value=0 -0.000141044 -0.0013171 0.000298191 0.00127495 0.000626333 -1.77463e-05 -6.45442e-05 -0.000643031 -0.00208114 0.000162243 6.75286e-05 -0.00052321 -0.000240468 -8.40954e-06 -0.000525118 0.000169265 0.000163044 0.00052781 0.00131487 0.000548106 0.00130624 -0.000225168 0.0002865 0.00114417 -2.02692e-05 5.04662e-05 0.000134051 4.26338e-05 -0.000507414 -0.000236963
internal_weight=0 1893 179 1849 224 175 1714 1667 311 112 199 1356 149 129 1289 331 958 1625 545 267 203 138 278 207 100 1080 1030 971 921 107 133
internal_count=3742 1893 179 1849 224 175 1714 1667 311 112 199 1356 149 129 1289 331 958 1625 545 267 203 138 278 207 100 1080 1030 971 921 107 133
is_linear=0
shrinkage=0.0995203


Tree=4281
num_leaves=26
num_cat=0
split_feature=8 3 8 8 3 8 5 8 1 3 17 3 9 5 8 8 1 8 17 8 8 1 26 26 26
split_gain=0.0147855 0.0227215 0.0381137 0.0362825 0.0280512 0.02114 0.0215194 0.0198985 0.0346932 0.0296247 0.0196049 0.0121791 0.00970857 0.0114959 0.015346 0.0226812 0.0269286 0.0138011 0.00957329 0.011743 0.0244673 0.0199784 0.00953492 0.015459 0.0136044
threshold=-0.080364999999999992 0.08785500000000003 -0.072559999999999999 -0.01187 0.088845000000000021 -0.0041249999999999993 -0.094469999999999985 -0.082244999999999999 -0.089819999999999997 0.090135000000000021 -0.093784999999999993 0.089535000000000017 -0.46256000000000003 0.19791500000000004 -0.089594999999999994 -0.088634999999999992 -0.085574999999999998 -0.090704999999999994 0.51362000000000008 -0.077074999999999991 -0.074504999999999988 -0.067015000000000005 0.086895000000000014 0.089275000000000021 0.085855000000000029
decision_type=2 2 2 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 -4 -3 -5 -7 12 -9 -10 -8 -6 -1 14 22 -16 -17 -15 19 21 -21 -13 24 -24 -14
right_child=1 4 3 5 11 6 10 8 9 -11 -12 18 13 17 15 16 -18 -19 -20 20 -22 -23 23 -25 -26
leaf_value=0.0014993352720332944 -0.0030030865908467633 0.0020622596443072246 0.0020855929147983992 -0.0027057353292094313 -0.0014635941339076065 -0.0019658883549522892 -0.000824221457266139 0.0035877800049985164 -0.00074967742183817509 0.0018145720140037107 0.0015924556680489033 -0.0025635023831081247 -7.9048333617551668e-05 0.00016810908146579667 0.0024352989606694557 0.0017619309753022091 6.367566778939445e-05 -0.0021716984539762057 0.0011097482120644604 0.0017768186287005418 -7.7976360602725035e-05 0.00012921827377309538 -0.001924280673963317 -0.00017923788440592301 0.0015888099479948073
leaf_weight=51 66 65 50 49 58 59 70 46 90 88 63 48 401 52 55 110 588 47 74 75 1154 62 68 198 55
leaf_count=51 66 65 50 49 58 59 70 46 90 88 63 48 401 52 55 110 588 47 74 75 1154 62 68 198 55
internal_value=0 -0.000126964 -0.000842247 -0.000349346 3.875e-05 -0.000857917 -0.000382074 0.000268559 0.00114843 0.000513443 0.000314365 -5.01077e-05 0.000146768 0.000102423 0.00017257 0.000487161 0.000332482 -0.00093444 7.33297e-06 -5.29808e-05 3.45469e-05 -0.00103835 -0.000154394 -0.000628417 0.000120324
internal_weight=0 1893 357 291 1536 241 192 1849 224 178 133 1471 1625 1574 1475 753 698 99 1413 1339 1229 110 722 266 456
internal_count=3742 1893 357 291 1536 241 192 1849 224 178 133 1471 1625 1574 1475 753 698 99 1413 1339 1229 110 722 266 456
is_linear=0
shrinkage=0.0995203


Tree=4282
num_leaves=26
num_cat=0
split_feature=8 6 3 18 18 18 17 20 17 3 3 5 5 17 17 6 6 5 8 8 2 6 5 6 2
split_gain=0.011996 0.0207156 0.019405 0.05017 0.0115605 0.032777 0.0128917 0.0103129 0.010106 0.0166158 0.0173415 0.0110642 0.0107639 0.0145156 0.00996011 0.0199997 0.0213031 0.0171057 0.0253922 0.0206928 0.0143742 0.00848019 0.0269161 0.018558 0.00379066
threshold=-0.080364999999999992 0.11413500000000003 0.084235000000000018 -0.095799999999999982 -0.091109999999999983 -0.094389999999999988 -0.12118 -0.24910499999999999 -0.091869999999999993 0.08802500000000002 0.084735000000000019 0.0047850000000000011 0.0053250000000000016 -0.50448999999999999 0.51362000000000008 0.090460000000000026 0.087235000000000021 0.054660000000000007 -0.074844999999999981 -0.07106999999999998 0.097745000000000012 0.085955000000000018 -0.0078499999999999976 0.085120000000000015 -0.032624999999999994
decision_type=2 2 2 2 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 -1 -4 9 10 -6 21 -11 -14 15 16 20 18 -17 -19 -9 23 -23 -10 -5
right_child=2 -3 7 24 8 -7 -8 14 11 12 -12 -13 13 -15 -16 17 -18 19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0010737981219766449 -0.0039339570287457819 0.0018745031617260935 0.001442349365859676 0.00041361971976789735 -0.00085173250957663209 0.0030373870901182851 -0.00085582266960274685 -0.00016376754116597875 5.3456188710330854e-05 0 0.0016667381161306163 0.001323992540330439 -0.000612053472840376 -0.0030747940604142899 0.0010521112183708397 0.0013539961034930799 0.0016829522894210901 -0.0032970800598199133 -0.00086383870138107813 -0.00061227253058936072 0.00084654627270555366 0.00082879807721355407 -0.0014009317212372177 -0.0019818121596482221 -0.00064629781383641156
leaf_weight=68 46 74 47 66 52 52 69 965 786 51 56 81 51 46 77 69 78 49 196 70 163 353 63 47 67
leaf_count=68 46 74 47 66 52 52 69 965 786 51 56 81 51 46 77 69 78 49 196 70 163 353 63 47 67
internal_value=0 0.00024192 -0.000114329 -0.00110036 0.000173396 0.000909581 9.597e-05 -1.08756e-05 8.51508e-05 -0.000486539 0.000446561 0.000195806 -0.00117298 -0.00178839 -5.23394e-05 -0.00010634 9.22237e-05 -0.000732087 -0.000283275 -0.00172466 -1.70479e-05 0.000121985 0.000489155 -6.03962e-05 -0.000114169
internal_weight=0 1849 1893 179 1775 189 137 1714 1586 256 108 1330 148 97 1667 1590 1206 384 265 119 1128 1249 416 833 133
internal_count=3742 1849 1893 179 1775 189 137 1714 1586 256 108 1330 148 97 1667 1590 1206 384 265 119 1128 1249 416 833 133
is_linear=0
shrinkage=0.0995203


Tree=4283
num_leaves=29
num_cat=0
split_feature=8 3 8 8 3 3 17 8 1 26 2 3 8 8 18 1 8 2 2 9 3 26 3 9 1 18 3 3
split_gain=0.00972502 0.016404 0.0327465 0.029601 0.0218943 0.021441 0.0223966 0.0149569 0.0269748 0.0262621 0.022414 0.0142841 0.0100295 0.0121511 0.0417125 0.0189664 0.0151998 0.0115032 0.0530758 0.0184222 0.010008 0.00707353 0.0229669 0.051479 0.0244692 0.0135586 0.0258843 0.0247682
threshold=-0.080364999999999992 0.08785500000000003 -0.072559999999999999 -0.01187 0.088845000000000021 0.082595000000000016 -0.041415 -0.082244999999999999 -0.089819999999999997 0.090385000000000021 -0.083104999999999998 -0.02172 -0.082654999999999992 -0.084044999999999995 -0.064960000000000004 -0.073844999999999994 -0.084674999999999986 -0.080695000000000003 -0.081204999999999986 0.087695000000000009 0.089535000000000017 0.10393000000000002 0.10293500000000001 0.11296000000000002 -0.076329999999999995 -0.089929999999999996 0.092200000000000018 0.093835000000000016
decision_type=2 2 2 2 2 2 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 -4 -3 11 -7 12 -9 10 -10 -5 13 16 -15 -16 17 18 -1 -19 -6 25 24 -24 -23 26 -22 -27
right_child=1 4 3 5 20 6 -8 8 9 -11 -12 -13 -14 14 15 -17 -18 19 -20 -21 21 22 23 -25 -26 27 -28 -29
leaf_value=0.00017796052422140425 -0.00271339051231685 0.0018255373966243168 0.0019455929928809679 -0.00097432679431595705 -0.001321997184033475 -0.0025971935674538806 6.5782022018876659e-05 0.0031317753100399319 -0.0018334845164951609 0.0023298209284754188 0.00082600723201419358 0.0013083313509150525 -0.0011828785612056207 -0.0012416559706487744 0.0035972835551988202 0.00076988423012176082 -0.0012797526908114643 0.00024934713217801731 0.0034529195295831421 -0.00086866989410787289 -0.0025871969324061861 4.6558709802225197e-06 0.0029267720115399437 -0.00084566015267345453 -0.0022574690695313666 0.00145587923450041 -3.3370487466331244e-05 6.7230408109669341e-05
leaf_weight=663 66 65 50 48 58 81 50 46 56 51 71 62 57 52 50 46 78 395 53 231 46 94 56 99 94 163 275 586
leaf_count=663 66 65 50 48 58 81 50 46 56 51 71 62 57 52 50 46 78 395 53 231 46 94 56 99 94 163 275 586
internal_value=0 -0.000102908 -0.000710701 -0.000253669 3.78237e-05 -0.000713345 -0.00157454 0.000217837 0.000980682 0.000420181 -0.000340236 0.00030482 0.000112178 0.000159779 0.00101833 0.00225102 6.97192e-05 0.000148764 0.000421524 -0.000161904 -4.06146e-05 1.14035e-05 -0.000381245 0.000512002 -0.00112205 0.000138036 -0.00040189 0.000370526
internal_weight=0 1893 357 291 1536 241 131 1849 224 178 127 110 1625 1568 148 96 1420 1342 716 626 1471 1413 343 155 188 1070 321 749
internal_count=3742 1893 357 291 1536 241 131 1849 224 178 127 110 1625 1568 148 96 1420 1342 716 626 1471 1413 343 155 188 1070 321 749
is_linear=0
shrinkage=0.0995203


Tree=4284
num_leaves=12
num_cat=0
split_feature=6 20 28 8 18 21 8 5 26 8 21
split_gain=0.0182651 0.0130403 0.0123728 0.0114797 0.021853 0.0183015 0.0145843 0.0322899 0.013712 0.0106989 0.0106766
threshold=0.23663500000000004 -0.224635 0.080375000000000016 -0.089044999999999999 -0.093130000000000004 -0.091104999999999992 -0.085385000000000003 -0.025879999999999997 0.11081000000000002 -0.51030999999999993 0.10143500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 7 -7 -8 -6 -11
right_child=-2 2 -4 5 9 6 8 -9 -10 10 -12
leaf_value=0.0014857542828110959 -0.0018120925806294585 -0.0024051826372640185 0.0012572171640609865 -0.0015027751208130785 0.00093460368294378138 -0.0003350869255392653 -4.1864311168163093e-05 0.0015201522303978556 0.00065606986106989682 -0.0004563717824693073 0.00084024993710117742
leaf_weight=63 52 47 81 68 75 162 1989 216 324 591 70
leaf_count=63 52 47 81 68 75 162 1989 216 324 591 70
internal_value=0 6.58625e-05 4.09462e-05 1.29008e-05 -0.000323152 0.000108569 0.000149591 0.000722884 5.55469e-05 -0.000189084 -0.000317821
internal_weight=0 3686 3623 3542 783 2759 2691 378 2313 736 661
internal_count=3738 3686 3623 3542 783 2759 2691 378 2313 736 661
is_linear=0
shrinkage=0.0995203


Tree=4285
num_leaves=23
num_cat=0
split_feature=6 8 27 27 18 0 8 6 3 26 8 22 8 3 3 6 1 0 3 1 18 5
split_gain=0.0148111 0.0103938 0.0198472 0.0242808 0.0197327 0.0112251 0.011266 0.0316019 0.0591177 0.0113464 0.0234052 0.0141142 0.0102905 0.00959472 0.0172732 0.0105911 0.00950212 0.0089663 0.0179498 0.0296661 0.0123888 0.0103319
threshold=0.23663500000000004 -0.088520000000000001 0.081260000000000013 0.095050000000000023 -0.09404499999999999 -0.091935000000000003 -0.085385000000000003 0.087575000000000028 0.085845000000000019 0.11081000000000002 -0.067434999999999981 0.088845000000000021 -0.51030999999999993 0.11404500000000002 0.10377500000000002 -0.12640499999999996 0.44303500000000012 -0.086414999999999992 0.10089500000000003 -0.081594999999999987 0.10361000000000002 -0.50544999999999984
decision_type=2 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 -1 13 7 8 -7 11 -11 -8 -6 14 15 -3 -5 20 19 -19 21 -14
right_child=-2 2 3 16 12 6 9 -9 -10 10 -12 -13 17 -15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.0021591741100614337 -0.0016317527831568887 0.000760937358279472 0.0031484265705302573 -0.00029807410862642009 0.00097234993612187279 -0.002718591617564309 -7.4758646757775189e-05 0.0023760462640114825 0.001173125511003798 0.0026030103136785265 0.00025415690713007116 0.0014018900135697133 -0.00098418944254079167 0.00070893540377227847 -0.0017509930411015945 -0.00051117639522834377 0.0014255614614133861 -0.0029315251003294274 0.00047180280931812668 -0.00025631093525167671 -0.0011741556540671965 0.00042305482623915014
leaf_weight=50 52 86 46 70 77 54 1482 85 136 51 245 67 60 74 89 260 57 67 85 108 74 363
leaf_count=50 52 86 46 70 77 54 1482 85 136 51 245 67 60 74 89 260 57 67 85 108 74 363
internal_value=0 5.93079e-05 0.000153353 0.00118624 -0.000237859 8.50728e-05 0.000186084 0.000780746 6.27496e-05 9.70055e-05 0.000661624 -1.03596e-05 -0.00012169 -0.000334035 -0.000513342 -0.00019262 0.00046908 -0.000234055 -0.000707656 -0.00128521 1.20577e-05 0.00022151
internal_weight=0 3686 2802 173 884 2629 2120 275 190 1845 296 1549 834 509 435 346 127 757 260 175 497 423
internal_count=3738 3686 2802 173 884 2629 2120 275 190 1845 296 1549 834 509 435 346 127 757 260 175 497 423
is_linear=0
shrinkage=0.0995203


Tree=4286
num_leaves=14
num_cat=0
split_feature=20 20 28 0 17 4 9 20 17 9 18 9 4
split_gain=0.0110692 0.0108285 0.0107072 0.00935794 0.0206365 0.0305312 0.0216941 0.0307245 0.0288859 0.010209 0.018972 0.01406 0.0285222
threshold=-0.40431 -0.17097999999999999 0.080375000000000016 -0.091935000000000003 -0.093784999999999993 0.078635000000000024 0.085465000000000027 -0.079399999999999984 -0.081244999999999998 0.11891000000000003 0.10256000000000003 0.11408000000000003 0.14524000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 -6 11 -11 12 -5
right_child=1 2 -4 9 6 -7 7 -9 -10 10 -12 -13 -14
leaf_value=-0.0013954186386760377 0.0012530615222888248 0.00013687445480596534 0.0011596236010549877 4.7034270858317604e-05 0.0025292636270160158 -0.0029755458867284056 -0.0027068319245671891 -0.00024291117310964932 6.6696582959830162e-05 0.0024906782288310974 -0.00020114761566157596 -0.0014986324146124448 0.0024979977505169221
leaf_weight=53 73 60 81 2381 53 64 62 267 437 49 54 56 48
leaf_count=53 73 60 81 2381 53 64 62 267 437 49 54 56 48
internal_value=0 5.27774e-05 2.82925e-05 2.1083e-06 -0.000266052 -0.00146293 -8.38399e-05 -0.000709725 0.000334727 0.000100135 0.00107148 5.95449e-05 9.58054e-05
internal_weight=0 3685 3612 3531 943 124 819 329 490 2588 103 2485 2429
internal_count=3738 3685 3612 3531 943 124 819 329 490 2588 103 2485 2429
is_linear=0
shrinkage=0.0995203


Tree=4287
num_leaves=17
num_cat=0
split_feature=17 28 2 2 0 26 5 0 20 18 20 18 20 0 2 18
split_gain=0.0107944 0.00917017 0.0102399 0.0221792 0.0125466 0.0166203 0.0105426 0.0143367 0.00866232 0.0224977 0.0160648 0.012766 0.0154668 0.0139955 0.00844955 0.00633229
threshold=-0.57205499999999987 0.080375000000000016 -0.096314999999999998 -0.10018999999999999 -0.117355 0.083235000000000017 0.51390500000000017 -0.055729999999999995 -0.085594999999999991 -0.08428999999999999 -0.097019999999999995 -0.098315 -0.084474999999999995 -0.061654999999999995 -0.10934999999999999 -0.060544999999999995
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 -2 8 -8 9 -4 -11 13 -13 -10 15 -6
right_child=1 -3 6 -5 14 -7 7 -9 11 10 -12 12 -14 -15 -16 -17
leaf_value=0.0014258091789556768 -0.0024280686337131139 0.0010489568236084401 0.0019281201842871487 -0.0020440712358797135 -0.00084474090230619565 0.00017643210567971701 0.0022941328609821215 -0.00011075636232958732 -0.0013213203683454032 0.00060382261406643437 -0.0011216644508501212 -0.0016909842474418827 5.9927138721412691e-05 0.00032368124879979921 0.0012648480845134579 0.00024874580033213626
leaf_weight=54 49 82 82 73 76 47 48 49 149 157 81 51 2439 77 56 168
leaf_count=54 49 82 82 73 76 47 48 49 149 157 81 51 2439 77 56 168
internal_value=0 8.16084e-06 -1.53058e-05 -0.000449171 -0.000153094 -0.00114442 4.93812e-05 0.00107085 1.64756e-05 0.00050641 1.31373e-05 -4.09472e-05 2.37363e-05 -0.000757233 0.000161402 -8.84935e-05
internal_weight=0 3684 3602 469 396 96 3133 97 3036 320 238 2716 2490 226 300 244
internal_count=3738 3684 3602 469 396 96 3133 97 3036 320 238 2716 2490 226 300 244
is_linear=0
shrinkage=0.0995203


Tree=4288
num_leaves=15
num_cat=0
split_feature=9 1 26 17 10 5 17 17 26 18 17 9 8 26
split_gain=0.011934 0.0174159 0.0141744 0.024379 0.0093485 0.0169124 0.00781779 0.0234215 0.013604 0.0108891 0.0152703 0.0145217 0.00751452 0.0183758
threshold=0.11201500000000002 0.09692000000000002 -0.16205499999999998 -0.067015000000000005 0.09056500000000002 0.63223000000000018 -0.011809999999999999 -0.016209999999999999 -0.092795000000000002 0.091725000000000015 -0.0082649999999999998 0.089255000000000015 -0.051259999999999993 0.15222000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 -1 5 6 7 8 -4 10 -8 -11 -2 -14
right_child=1 -3 4 -5 -6 -7 9 -9 -10 11 -12 -13 13 -15
leaf_value=-0.0025864541547260325 0.0008777731233007278 0.001702285967497723 0.0014920338038006721 0.00020462783858545176 0.0012933049999236477 -0.0019597033872313387 -0.001544769891568179 0.0018243081070764475 -6.2970345509355937e-05 0.00094401809978904001 -0.00025807944531402224 -0.00034622808920894759 -0.0015434188059166918 0.00089817669373441138
leaf_weight=61 65 89 58 62 48 48 99 73 1418 166 1244 179 68 55
leaf_count=61 65 89 58 62 48 48 99 73 1418 166 1244 179 68 55
internal_value=0 0.000555324 -0.000123236 -0.00117291 -8.42537e-05 -0.000104632 -7.68706e-05 8.41967e-05 -1.31118e-06 -0.00022516 -0.000353538 0.000272213 7.99204e-06 -0.000444993
internal_weight=0 277 3456 123 3333 3285 3237 1549 1476 1688 1343 345 188 123
internal_count=3733 277 3456 123 3333 3285 3237 1549 1476 1688 1343 345 188 123
is_linear=0
shrinkage=0.0995203


Tree=4289
num_leaves=13
num_cat=0
split_feature=8 26 8 0 20 2 0 21 20 20 20 20
split_gain=0.0100033 0.0171384 0.0172104 0.0101005 0.0156407 0.0143749 0.0066137 0.0258594 0.039824 0.0100892 0.0210597 0.0091577
threshold=0.10228000000000002 -0.16205499999999998 0.095985000000000015 -0.057604999999999996 -0.075604999999999992 -0.14091999999999996 -0.229625 0.090285000000000018 -0.042414999999999994 -0.24910499999999999 -0.15615999999999999 -0.08237499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -2 -5 7 8 -3 -8 -11 -12
right_child=3 2 -4 5 -6 -7 9 -9 -10 10 11 -13
leaf_value=-0.0016053921072257829 -9.3927247428766156e-06 -0.0037814088180763393 -0.0018710461977013929 0.0011479499174330201 0.0022838101302243429 -0.001210701647672793 0.0012845083824115833 0.0010922196750466351 0.00022469729803203887 -0.001988452723432039 0.00045799984273559512 -6.8668686133019786e-05
leaf_weight=74 54 46 52 47 63 56 58 52 52 54 371 2754
leaf_count=74 54 46 52 47 63 56 58 52 52 54 371 2754
internal_value=0 -0.000106356 -7.38621e-05 0.000585039 0.00121841 -0.000126476 -4.60285e-05 -0.000692186 -0.00164737 -1.58332e-05 -3.98151e-05 -5.88063e-06
internal_weight=0 3513 3439 220 117 103 3387 150 98 3237 3179 3125
internal_count=3733 3513 3439 220 117 103 3387 150 98 3237 3179 3125
is_linear=0
shrinkage=0.0995203


Tree=4290
num_leaves=17
num_cat=0
split_feature=9 2 26 17 9 26 10 10 1 1 4 2 4 9 21 0
split_gain=0.0095196 0.0157158 0.00982824 0.0186218 0.00971118 0.0112108 0.00749733 0.01426 0.00739674 0.00720485 0.017087 0.0210715 0.0171283 0.00751205 0.0126629 0.00924608
threshold=0.11201500000000002 -0.043929999999999997 -0.16205499999999998 -0.067015000000000005 0.14523000000000005 0.11861500000000001 0.09056500000000002 0.086165000000000019 -0.050379999999999994 -0.0084199999999999987 0.086545000000000025 -0.071344999999999992 0.10373000000000003 0.094085000000000016 0.11729000000000002 -0.229625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 8 7 9 -2 10 11 -4 -12 15 -15 -11
right_child=1 -3 6 -5 -6 -7 -8 -9 -10 13 12 -13 -14 14 -16 -17
leaf_value=-0.0022140199426312311 0.00029497381674582535 0.0020811675754529614 5.2806402784395825e-05 0.00022442753086004751 -0.00097633436089527182 -0.00041974458207714961 0.0011620043562541871 -0.0014853900540230934 0.0020489101189783746 -0.00090325201021382491 0.0015355603462561427 -0.0010485623139172525 8.0823470030323943e-05 -0.0013909871702262389 0.00023604697454218359 -1.4750300514712476e-05
leaf_weight=61 47 51 1513 62 57 71 48 71 51 135 142 194 187 131 73 839
leaf_count=61 47 51 1513 62 57 71 48 71 51 135 142 194 187 131 73 839
internal_value=0 0.000501967 -0.000104072 -0.000978229 0.000141976 0.000524002 -7.15667e-05 -8.98407e-05 0.00121609 -5.87571e-05 5.42521e-05 -7.18843e-05 0.000711192 -0.000254772 -0.000804751 -0.00013874
internal_weight=0 277 3456 123 226 169 3333 3285 98 3214 2036 1707 329 1178 204 974
internal_count=3733 277 3456 123 226 169 3333 3285 98 3214 2036 1707 329 1178 204 974
is_linear=0
shrinkage=0.0995203


Tree=4291
num_leaves=20
num_cat=0
split_feature=11 27 9 9 8 27 17 8 18 8 9 8 8 9 8 6 5 6 9
split_gain=0.00887553 0.0117995 0.00676782 0.0118964 0.00928175 0.0178898 0.013139 0.00982729 0.00960377 0.00919119 0.0619928 0.0141344 0.00884629 0.023129 0.0213206 0.0125825 0.0188821 0.0148679 0.00192707
threshold=-0.11166 0.093990000000000018 0.099125000000000033 0.097990000000000022 -0.082654999999999992 0.081500000000000017 -0.56005499999999986 -0.082184999999999994 -0.13579499999999997 -0.085764999999999994 0.083995000000000028 -0.086254999999999984 0.085560000000000011 0.11351500000000002 -0.012839999999999999 -0.06656999999999999 -0.11517000000000001 0.10248500000000002 0.11007500000000002
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 8 6 -6 -8 -2 11 -11 -10 14 -14 15 16 -4 18 -17
right_child=2 -3 12 -5 5 -7 7 -9 9 10 -12 -13 13 -15 -16 17 -18 -19 -20
leaf_value=0.0017572956016052254 0.0014626230807728382 -0.00025110569029831856 -0.00010718863987670238 -0.0016145700625531079 0.0011548282308183918 -0.0017613398057565366 -0.0015416340190077718 -0.00020679849260669635 -2.8127433903000325e-05 0.0036051156506837138 -0.0001001637560148789 -0.00164226386850752 0.0022695129983117844 -0.00040921607584654579 -0.0013095566612847183 -0.0004604653129386178 0.0025783058225186087 0.00087669464717301745 -0.0014073729596617722
leaf_weight=61 48 54 48 53 68 76 57 1463 960 53 284 57 66 61 91 46 55 86 46
leaf_count=61 48 54 48 53 68 76 57 1463 960 53 284 57 66 61 91 46 55 86 46
internal_value=0 0.000807102 -8.05434e-05 -0.000135159 -0.000109319 -0.000268372 -0.000196405 -0.000257393 7.88745e-05 2.92153e-05 0.000480137 -0.0001194 0.000259193 0.000976434 1.21275e-05 0.00044306 0.00131887 -5.91285e-05 -0.000942818
internal_weight=0 115 3618 3119 3066 1664 1588 1520 1402 1354 337 1017 499 127 372 281 103 178 92
internal_count=3733 115 3618 3119 3066 1664 1588 1520 1402 1354 337 1017 499 127 372 281 103 178 92
is_linear=0
shrinkage=0.0995203


Tree=4292
num_leaves=26
num_cat=0
split_feature=13 8 19 21 21 21 2 2 20 2 2 4 5 4 17 4 26 4 1 1 2 1 20 6 21
split_gain=0.0200376 0.0211495 0.0224161 0.0186467 0.0222698 0.0135752 0.0127848 0.0354097 0.0263535 0.0117204 0.028619 0.0103582 0.0245761 0.0199447 0.0728506 0.038084 0.020326 0.0143557 0.0181547 0.0120144 0.00981889 0.00942611 0.0114823 0.00743898 0.0095826
threshold=0.089365000000000014 -0.079854999999999995 0.13159000000000004 -0.026109999999999998 -0.015149999999999999 0.087625000000000022 -0.086254999999999984 -0.085374999999999993 -0.085144999999999985 -0.0072299999999999994 0.097745000000000012 0.10533000000000002 -0.48081999999999997 0.085720000000000018 -0.089699999999999988 0.082335000000000019 -0.14224499999999998 0.11240500000000002 0.51136500000000018 -0.50158499999999984 -0.041009999999999998 -0.041999999999999996 -0.0033999999999999998 -0.01146 -0.085369999999999988
decision_type=2 2 2 2 2 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 -5 11 8 -8 -6 20 -11 13 -13 15 19 16 -3 -14 -19 -15 21 -7 -23 -1 -25
right_child=-2 5 -4 4 6 9 7 -9 -10 10 -12 12 17 14 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26
leaf_value=2.1686713302793232e-06 0.0020945939266927885 0.0024825560197630279 -0.0023835625309152212 -0.0024350614681846292 0.0024851058741573182 0.0010549355778009376 -0.0028103109368503112 -0.0002439042871686165 -2.5635010745725708e-05 -0.0024551728310081406 0.00032417064210565113 -0.0020279266036053161 -0.00072192072962690146 0.0011449262107223997 0.0040714125094182159 -0.0022546113459849348 0.00043195708357892819 0.0023664217556817191 -0.00024646654439107051 -0.00097158951495799196 0.0015062608710353881 5.4174074498422845e-05 -0.0013224165824529488 0.00036150289928641647 0.0021171739045373122
leaf_weight=88 47 52 46 46 48 72 56 1122 297 64 85 52 64 47 70 50 642 57 48 61 47 355 72 66 60
leaf_count=88 47 52 46 46 48 72 56 1122 297 64 85 52 64 47 70 50 642 57 48 61 47 355 72 66 60
internal_value=0 2.61442e-05 -0.0002132 -0.000156747 -0.000275983 0.000264762 -0.000210233 -0.000366602 0.000321313 -8.10839e-05 -0.000864148 0.000475769 -0.000133114 0.000622604 0.00157047 0.00039473 0.000586784 0.000445062 0.00116416 -4.29333e-05 0.00013111 0 -0.000176027 0.000713635 0.00120403
internal_weight=0 3667 1829 1783 1569 1838 1523 1178 345 695 149 1143 221 922 178 744 694 169 105 108 546 499 427 214 126
internal_count=3714 3667 1829 1783 1569 1838 1523 1178 345 695 149 1143 221 922 178 744 694 169 105 108 546 499 427 214 126
is_linear=0
shrinkage=0.0995203


Tree=4293
num_leaves=23
num_cat=0
split_feature=13 8 19 21 21 21 0 3 27 3 8 0 18 0 0 21 3 0 0 20 9 8
split_gain=0.016247 0.0171533 0.0181741 0.0151516 0.0180527 0.0109931 0.0128084 0.0112613 0.0208839 0.0137719 0.0108439 0.020493 0.0176952 0.0107918 0.0126423 0.015447 0.0272225 0.0121277 0.0126927 0.0113294 0.0089644 0.0107266
threshold=0.089365000000000014 -0.079854999999999995 0.13159000000000004 -0.026109999999999998 -0.015149999999999999 0.087625000000000022 -0.23032 0.14721500000000004 0.083925000000000013 0.11978500000000002 -0.08176499999999999 -0.082284999999999983 -0.026374999999999999 -0.14680499999999999 -0.077784999999999993 0.095375000000000029 0.095630000000000021 -0.070374999999999993 -0.064859999999999987 -0.075115000000000001 0.083715000000000026 -0.086589999999999986
decision_type=2 2 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 -5 6 -3 8 9 -8 12 -12 -6 -7 15 19 -17 -16 -19 -15 -1 -22
right_child=-2 5 -4 4 10 13 7 -9 -10 -11 11 -13 -14 14 17 16 -18 18 -20 -21 21 -23
leaf_value=0.0017978659987397101 0.001886139521601891 0.0016706155915774158 -0.0021463500049231179 -0.0021927236244741457 0.00055902683342750118 -0.0011761866598312271 0.00026055754611111653 0.0018304038252289481 0.0022512861286065802 -0.0012946909567538292 -0.0026623351241097503 -0.00020241889334559414 -0.00029390431879039528 0.00050485718029983045 -0.0014419312817429771 0.0026868135731955675 0.00018907751491024092 0.0013464535894319061 -0.00039115395861156105 -0.0016046405111385621 -0.00053839797840360773 0.0010730461060651688
leaf_weight=51 47 77 46 46 312 78 908 48 50 60 49 109 1053 55 78 67 124 53 194 46 80 83
leaf_count=51 47 77 46 46 312 78 908 48 50 60 49 109 1053 55 78 67 124 53 194 46 80 83
internal_value=0 2.35424e-05 -0.000191982 -0.000141102 -0.000248621 0.000238457 0.000428349 0.000337849 0.000266669 0.000163312 -0.000189364 -0.000970486 -9.83489e-05 -7.26627e-05 6.5516e-05 0.000541899 0.00106953 -0.000359977 -1.49925e-05 -0.000447799 0.000643375 0.000277131
internal_weight=0 3667 1829 1783 1569 1838 1143 1066 1018 968 1523 158 1365 695 617 292 191 325 247 101 214 163
internal_count=3714 3667 1829 1783 1569 1838 1143 1066 1018 968 1523 158 1365 695 617 292 191 325 247 101 214 163
is_linear=0
shrinkage=0.0995203


Tree=4294
num_leaves=19
num_cat=0
split_feature=19 13 8 21 21 8 18 0 6 20 19 4 27 4 0 9 21 6
split_gain=0.0146554 0.0128187 0.0109266 0.013408 0.0145306 0.00962937 0.0138655 0.0123592 0.00891081 0.0167055 0.0188133 0.0156802 0.0152764 0.0118959 0.0359096 0.00727093 0.0145417 0.00507651
threshold=0.14107000000000006 0.089365000000000014 -0.079854999999999995 -0.026109999999999998 -0.015149999999999999 -0.08176499999999999 -0.026374999999999999 -0.082224999999999993 -0.049005 -0.096095 -0.050215000000000003 0.086380000000000026 0.081260000000000013 0.10845500000000002 -0.19126499999999999 0.08846500000000003 -0.084114999999999995 -0.0092549999999999993
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 6 -6 -7 9 -4 -11 -12 13 14 -10 16 17 -1
right_child=-2 -3 8 4 5 7 -8 -9 12 10 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.00029181187507524426 -0.0017220546961034858 0.0016984307819643285 0.0016987330790506521 -0.0019745032724538367 0.00048273758874601143 -0.0020679079152548584 -0.00026407640548652069 -0.00025611406239118303 0.0029537496442220228 -0.0019695182617546622 0.00033423195247654825 -0.00068369114966104663 0.0021631241079256539 -0.0010315228304071072 0.00025987373377075925 -0.00047812850396025984 0.0023113323116465221 0.00098257949898421498
leaf_weight=65 46 47 51 46 320 58 1063 108 52 53 430 230 47 60 881 48 51 58
leaf_count=65 46 47 51 46 320 58 1063 108 52 53 430 230 47 60 881 48 51 58
internal_value=0 6.49768e-05 4.35488e-05 -0.000128427 -0.000229656 -0.000177311 -9.06859e-05 -0.000894082 0.000217217 -3.98687e-05 -0.000165377 -1.92585e-05 0.000406863 0.000322913 0.000410892 0.000595185 0.000895976 0.000302465
internal_weight=0 3668 3621 1817 1595 1549 1383 166 1804 764 713 660 1040 993 933 222 174 123
internal_count=3714 3668 3621 1817 1595 1549 1383 166 1804 764 713 660 1040 993 933 222 174 123
is_linear=0
shrinkage=0.0995203


Tree=4295
num_leaves=18
num_cat=0
split_feature=19 13 8 21 21 3 3 3 3 3 3 3 6 20 6 5 3
split_gain=0.0118838 0.0103939 0.00886828 0.0108663 0.0117781 0.00962391 0.0674434 0.0464809 0.00917706 0.0357225 0.0336251 0.0290966 0.0114183 0.00818951 0.00651523 0.0144816 0.00626
threshold=0.14107000000000006 0.089365000000000014 -0.079854999999999995 -0.026109999999999998 -0.015149999999999999 0.08785500000000003 0.088285000000000016 0.086965000000000028 0.086605000000000029 0.08544000000000003 0.087745000000000031 0.088605000000000017 -0.047249999999999993 -0.0088249999999999978 -0.01146 -0.019465 0.0040650000000000009
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 -5 7 -7 -6 9 13 -10 -12 -13 -4 -1 -16 -15
right_child=-2 -3 8 4 5 6 -8 -9 10 -11 11 12 -14 16 15 -17 -18
leaf_value=-0.00010316853915761084 -0.0015506755442784713 0.0015294025190856055 -0.00091507046733844228 -0.0017780005791973796 -0.00023180104216209972 -0.0037915837877180868 -0.00015304408009259339 0.0020000685318134108 -0.002166788815489614 0.003164689726845347 0.0026356707810457148 -0.00018976623461043894 0.00037387097410382218 -0.00019533903540753232 1.2018383349984466e-05 0.0021239144633681236 0.0010547420462977187
leaf_weight=91 46 47 51 46 606 54 780 109 62 49 47 650 784 67 71 60 94
leaf_count=91 46 47 51 46 606 54 780 109 62 49 47 650 784 67 71 60 94
internal_value=0 5.84881e-05 3.91698e-05 -0.000115735 -0.000206902 -0.000159718 -0.000389615 0.000107297 0.000195645 0.000741918 0.000102711 0.000198274 0.000117816 0.000178076 0.000535585 0.000985549 0.000529437
internal_weight=0 3668 3621 1817 1595 1549 834 715 1804 261 1543 1481 1434 212 222 131 161
internal_count=3714 3668 3621 1817 1595 1549 834 715 1804 261 1543 1481 1434 212 222 131 161
is_linear=0
shrinkage=0.0995203


Tree=4296
num_leaves=19
num_cat=0
split_feature=0 0 0 0 3 6 20 6 6 0 17 0 26 21 26 0 3 3
split_gain=0.0133771 0.081107 0.0264124 0.0438231 0.0162424 0.0178429 0.0288475 0.0137975 0.027581 0.0214533 0.0638397 0.0221142 0.0123094 0.00924159 0.010025 0.00977569 0.0187678 0.0180656
threshold=-0.083390000000000006 -0.083885000000000001 -0.082339999999999983 -0.08269 0.12015500000000003 -0.242115 -0.050459999999999998 0.097935000000000022 0.089985000000000023 -0.085754999999999984 0.066010000000000027 -0.086109999999999992 -0.22491999999999998 -0.084114999999999995 -0.10954 0.019150000000000004 1.0000000180025095e-35 0.08920500000000002
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 7 -6 -7 8 9 11 -11 -1 -4 -14 -15 17 -17 -16
right_child=2 -3 12 -5 5 6 -8 -9 -10 10 -12 -13 13 14 15 16 -18 -19
leaf_value=0.0001187869896480221 -5.0056911724101492e-05 0.0040519821439724008 -0.0012273853421473175 -0.0038425915839907666 0.00047235070465268631 1.9168776599527585e-05 -0.0033297134652581226 0.0014172248310418316 -0.0016615210877264921 0.00018143192747702505 0.004356459317561929 -0.0021037884830249392 0.0013519620690813964 0.0013378566925118457 0.00067702664860397842 -0.0024315982246784647 -0.00028834761840333911 -0.00020579169313726024
leaf_weight=1218 75 52 91 51 59 49 52 82 84 161 47 46 46 48 300 48 267 978
leaf_count=1218 75 52 91 51 59 49 52 82 84 161 47 46 46 48 300 48 267 978
internal_value=0 0.00017694 -0.000198797 -0.00159163 6.44144e-05 -0.000891875 -0.0016969 0.000158325 9.14554e-05 0.000192046 0.00112876 3.72544e-05 -9.96325e-05 -3.8314e-05 -7.77847e-05 -0.000120955 -0.000617537 8.02124e-07
internal_weight=0 1850 1904 126 1798 160 101 1638 1556 1472 208 1264 1778 1687 1641 1593 315 1278
internal_count=3754 1850 1904 126 1798 160 101 1638 1556 1472 208 1264 1778 1687 1641 1593 315 1278
is_linear=0
shrinkage=0.0995203


Tree=4297
num_leaves=29
num_cat=0
split_feature=0 0 0 9 26 26 17 17 17 0 8 21 9 8 0 30 21 9 21 21 2 26 2 3 3 9 21 3
split_gain=0.0110782 0.0369449 0.0303587 0.0692378 0.0401821 0.0431822 0.0212051 0.0422574 0.0306818 0.0242817 0.0236272 0.0664059 0.0184129 0.0174858 0.0319679 0.0119316 0.0107363 0.0145974 0.0119895 0.00954096 0.0131071 0.0104393 0.0104631 0.0155132 0.0398607 0.0347641 0.0146481 0.0121628
threshold=-0.082494999999999999 -0.082135 -0.085684999999999997 0.08401500000000002 0.085505000000000012 0.091765000000000027 -0.011809999999999999 -0.019465 -0.038314999999999995 -0.086414999999999992 -0.020084999999999999 0.090285000000000018 0.08846500000000003 -0.082654999999999992 -0.083814999999999987 0.095600000000000032 0.096230000000000024 0.08846500000000003 0.10089500000000003 -0.0086749999999999987 -0.084924999999999987 -0.23202999999999999 -0.088554999999999995 0.08920500000000002 0.090995000000000006 0.086375000000000021 0.095695000000000016 0.09587500000000003
decision_type=2 2 2 2 2 2 2 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 13 7 8 10 15 12 -12 -1 14 -6 16 17 -8 -18 20 -3 -21 26 25 -25 -24 27 -23
right_child=1 19 3 4 5 -7 9 -9 -10 -11 11 -13 -14 -15 -16 -17 18 -19 -20 21 -22 22 23 24 -26 -27 -28 -29
leaf_value=-0.00049918788016152689 -0.0025580858056522579 0.0020052358370047274 0.004528047370902683 -0.0014500922679199254 8.8264458139483402e-05 -0.0013237294628351568 -2.9512571854636952e-05 0.0030037075651538426 -0.0020730132417396993 -0.0021568663118847913 0.00016684473806757004 0.0045782513310786421 0.0014173101245911744 0.0034907911714702365 0.0031201094028628115 -0.0017193402748857003 0.0018029823268885445 -0.0011204870390633709 8.2904508867142249e-05 -0.0016289271326362456 -0.0001397228878818865 -0.0010581563516993703 -0.00012391446497849053 -0.0021852385386867475 1.3732086534374691e-05 0.0021229535920442568 -0.0022210299818282977 0.00029446733068335458
leaf_weight=248 63 49 47 83 91 57 459 57 55 67 129 46 62 46 56 48 52 166 181 47 65 124 204 90 872 102 49 139
leaf_count=248 63 49 47 83 91 57 459 57 55 67 129 46 62 46 56 48 52 166 181 47 65 124 204 90 872 102 49 139
internal_value=0 -0.000189982 0.000152169 0.000950425 0.000443017 0.0010748 -4.05179e-05 0.000425815 0.000152188 -0.000327486 0.000406219 0.00133109 -0.000113247 0.00178742 0.00124882 -0.000191297 -0.000104857 -0.000320585 0.000470298 -0.000103819 0.000775053 -0.000165903 -0.000121864 4.53233e-06 -0.000191142 0.000622367 -0.000638176 -0.000340159
internal_weight=0 1804 1950 380 333 250 1570 597 540 973 485 175 310 193 147 906 858 625 233 1741 114 1627 1580 1268 962 306 312 263
internal_count=3754 1804 1950 380 333 250 1570 597 540 973 485 175 310 193 147 906 858 625 233 1741 114 1627 1580 1268 962 306 312 263
is_linear=0
shrinkage=0.0995203


Tree=4298
num_leaves=25
num_cat=0
split_feature=18 17 17 1 18 18 18 2 18 8 8 18 1 9 1 8 17 20 6 21 6 17 17 21
split_gain=0.00974858 0.0348254 0.0169557 0.0167095 0.0377906 0.0201792 0.0776133 0.0252203 0.0243877 0.0132697 0.0193139 0.0111197 0.0228579 0.0153415 0.0172128 0.0105324 0.0283607 0.00977501 0.0204397 0.0167874 0.00902819 0.00885748 0.00648493 0.00535042
threshold=-0.085834999999999995 0.052150000000000009 -0.56005499999999986 -0.0084199999999999987 -0.083039999999999989 0.088735000000000022 0.086510000000000017 -0.069129999999999983 0.090540000000000023 -0.086589999999999986 -0.082844999999999988 0.088635000000000019 -0.0046399999999999992 0.09032500000000003 0.0013500000000000003 -0.08176499999999999 -0.083000000000000004 -0.07825 -0.101065 -0.032929999999999994 -0.074569999999999984 -0.10811499999999999 -0.088160000000000002 0.09185500000000002
decision_type=2 2 2 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 -4 6 7 -6 -7 22 -11 12 -5 14 -13 -12 20 18 -14 -19 -17 -10 -1 -15
right_child=2 -3 3 11 5 8 -8 -9 21 10 15 13 17 23 -16 16 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=0.00017029084162591002 -0.0015899422653267022 -0.0026350967865338098 0.0031070663359139021 -0.0019440075796225463 0.00057847648215013229 -0.0023330295609104521 0.0045044338470005595 -0.00069359160103718044 0.00083138263406433519 -0.0017578542673303854 0.0012570914828128319 0.0022034614444397024 0.0019874456859964333 -0.001196134890857457 5.5684833305643751e-05 0.0009649622886540812 -0.0018486582307398506 -0.0017051543164471187 -0.0001400940377942507 -0.00018146381419075917 -0.00012574516597982323 -0.00022908996273561589 0.0018196609322981663 0.00022865392371493006
leaf_weight=51 59 59 47 79 748 50 46 194 96 78 52 70 58 54 80 91 90 83 193 537 429 415 46 49
leaf_count=51 59 59 47 79 748 50 46 194 96 78 52 70 58 54 80 91 90 83 193 537 429 415 46 49
internal_value=0 -0.000297454 7.87327e-05 0.000114199 0.000325482 0.000240554 0.000511486 0.000315632 -0.000235136 -0.000131696 -0.000276022 -0.000165426 -0.000322057 0.00041948 0.00106344 -0.000100189 -0.000217233 -0.000174006 0.000348268 -0.000386762 6.35544e-05 -2.82602e-05 0.000960906 -0.000510375
internal_weight=0 896 2858 2799 1596 1549 988 942 561 837 740 1203 950 253 150 662 610 871 251 620 520 511 97 103
internal_count=3754 896 2858 2799 1596 1549 988 942 561 837 740 1203 950 253 150 662 610 871 251 620 520 511 97 103
is_linear=0
shrinkage=0.0995203


Tree=4299
num_leaves=24
num_cat=0
split_feature=0 0 0 8 4 1 17 0 26 4 8 17 17 17 2 17 26 4 0 4 4 1 19
split_gain=0.00927335 0.0580624 0.0275073 0.0471665 0.0133965 0.0131885 0.0121419 0.0351805 0.0167788 0.0357545 0.0182281 0.0123872 0.02975 0.0266154 0.0248521 0.0100438 0.0082339 0.0135298 0.00886761 0.0255216 0.0128764 0.0108181 0.00900181
threshold=-0.083390000000000006 -0.083885000000000001 -0.082404999999999992 -0.082014999999999991 0.11995000000000003 0.41696500000000009 0.07134500000000002 -0.085684999999999997 0.083825000000000024 0.080475000000000033 -0.090969999999999995 -0.030214999999999999 -0.065004999999999993 -0.016209999999999999 -0.086050000000000001 -0.14867499999999997 -0.23202999999999999 0.14699000000000004 0.019150000000000004 0.11174500000000002 0.13584500000000002 -0.50388999999999995 -0.016414999999999996
decision_type=2 2 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 -6 11 8 9 -8 -10 12 15 -13 -15 -1 -4 18 20 21 22 -20 -18
right_child=2 -3 16 -5 5 -7 7 -9 10 -11 -12 13 -14 14 -16 -17 17 -19 19 -21 -22 -23 -24
leaf_value=0.00073311904604873 8.1901031438812383e-05 0.0034273744588924778 -0.001267392947864557 -0.003995221946776463 -0.0019287938293353153 -2.7295162648565801e-05 -0.0025441294675500321 0.0031652287147500651 -0.00015292682801987042 0.0010235975166757842 0.0018591247760648337 -0.0023761696986732126 0.0023183369550535782 0.0012137860975988508 -0.00037243975358832685 -0.00021949275115604121 -0.0011090473245322005 0.001599697495580209 0.00055762594256078784 -0.00240106184382303 0.0016159314892789953 -0.0007365141557268912 3.5075409658933721e-05
leaf_weight=161 65 52 55 49 64 85 54 48 88 57 89 55 67 118 570 342 72 49 122 60 49 134 1249
leaf_count=161 65 52 55 49 64 85 54 48 88 57 89 55 67 118 570 342 72 49 122 60 49 134 1249
internal_value=0 0.000148692 -0.000164146 -0.00166337 5.34141e-05 -0.000849541 0.0001355 0.000669338 0.000250514 -0.000704679 0.000854158 -4.8768e-07 0.000347885 -0.000268847 -9.91936e-05 8.37913e-05 -6.82071e-05 -2.97207e-05 -7.75619e-05 -0.000552931 3.14879e-05 -0.000116578 -2.66644e-05
internal_weight=0 1850 1904 114 1798 149 1649 336 288 111 177 1313 570 743 688 503 1790 1735 1686 316 1370 256 1321
internal_count=3754 1850 1904 114 1798 149 1649 336 288 111 177 1313 570 743 688 503 1790 1735 1686 316 1370 256 1321
is_linear=0
shrinkage=0.0995203


Tree=4300
num_leaves=22
num_cat=0
split_feature=29 5 17 17 5 8 8 17 1 22 18 19 9 9 20 20 8 20 8 5 8
split_gain=0.0261212 0.0124804 0.0244229 0.0784894 0.0145599 0.0148856 0.0235923 0.0253581 0.017783 0.0183052 0.0154977 0.0128865 0.015238 0.0150798 0.00917542 0.0150867 0.0140468 0.0319179 0.0228707 0.0178484 0.00668449
threshold=0.12737000000000004 -0.092864999999999989 -1.0000000180025095e-35 -0.067015000000000005 -0.089564999999999992 -0.046889999999999994 -0.062834999999999988 -0.040589999999999994 0.059230000000000012 0.089225000000000013 0.15374500000000005 0.11183000000000003 0.097510000000000027 0.089855000000000032 -0.094259999999999997 -0.15398499999999998 -0.010374999999999999 -0.047309999999999998 -0.050299999999999997 -0.46244499999999994 -0.39070999999999995
decision_type=2 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 11 -8 9 10 -7 12 -6 -13 15 -4 18 -18 20 -19 -16
right_child=-2 4 14 -5 5 8 7 -9 -10 -11 -12 13 -14 -15 16 -17 17 19 -20 -21 -22
leaf_value=-0.00097372316673784208 -0.002322134770012052 -0.0014068098410698177 0.00044064892804524192 0.0038440668074010884 -0.00026586406952372579 0.00020502564527627895 -0.0034067311702381041 -0.00019564277718951706 0.0021985667366897885 0.001957999811261987 -0.0014728062921967153 0.0022786456027734038 0.00084181997677075201 -0.00020269024137131199 -0.0006195645783197421 -0.0020183063704562404 0.0032181904970240952 -0.00063273828189808938 -0.0018965052270182542 0.0015094180722717819 0.00038851011111055571
leaf_weight=63 48 81 49 71 1595 594 46 53 47 54 60 47 133 49 79 49 47 92 58 66 361
leaf_count=63 48 81 49 71 1595 594 46 53 47 54 60 47 133 49 79 49 47 92 58 66 361
internal_value=0 1.43856e-05 0.000328807 0.00157288 -9.18722e-05 -5.17943e-05 -0.000199076 -0.00169593 0.000322252 0.000196538 4.98443e-05 -0.000117384 -0.000180135 0.0010036 0.000119663 -0.000780476 0.000246309 0.000939828 -3.75318e-05 0.000256906 0.000205654
internal_weight=0 3694 935 134 2759 2678 1923 99 755 708 654 1824 1728 96 801 98 703 205 498 158 440
internal_count=3742 3694 935 134 2759 2678 1923 99 755 708 654 1824 1728 96 801 98 703 205 498 158 440
is_linear=0
shrinkage=0.0995203


Tree=4301
num_leaves=19
num_cat=0
split_feature=29 3 3 2 26 5 0 3 3 3 3 0 9 26 3 9 26 3
split_gain=0.0211801 0.023087 0.0156392 0.0416507 0.0891939 0.0260503 0.0137915 0.0119927 0.0175507 0.0152421 0.0685618 0.0469619 0.0123603 0.0100393 0.0106772 0.0257513 0.0182039 0.00876565
threshold=0.12737000000000004 0.090050000000000033 0.08844500000000001 -0.082174999999999984 0.085505000000000012 -0.013384999999999999 -0.22163999999999998 0.090595000000000023 0.091065000000000021 0.092900000000000024 0.092510000000000023 -0.082885 -0.22988499999999998 0.097910000000000011 0.087570000000000023 0.088035000000000016 0.08919500000000001 0.093535000000000021
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 -3 -9 10 11 -10 -11 14 16 -16 -8 -14
right_child=-2 7 3 5 -6 -7 13 8 9 12 -12 -13 17 -15 15 -17 -18 -19
leaf_value=-0.001714558315344042 -0.0020910354910736637 0.0014192859998203397 0.00099137473557168315 -0.00086215170495367629 -0.0041073315304419903 0.0018640721912951135 -0.00025414891145444349 -0.0013202674862835234 0.0020247224330500998 0.0016646361144688402 0.0044382687593938841 -0.0012161134578006672 -0.0010995325526995318 -0.0011457791115719745 0.0014787927057394274 -0.0012006662863061979 0.0011537953266826226 0.00013459478056148977
leaf_weight=52 48 81 55 84 88 59 905 74 76 51 46 106 59 79 127 49 101 1602
leaf_count=52 48 81 55 84 88 59 905 74 76 51 46 106 59 79 127 49 101 1602
internal_value=0 1.29098e-05 -0.000271638 -0.000938956 -0.00214057 0.00025693 -0.000125659 0.000230481 0.000182262 0.000239997 0.00100496 0.000132705 0.000137643 -5.94877e-05 1.2423e-05 0.000728156 -0.000111981 9.02647e-05
internal_weight=0 3694 1599 286 143 143 1313 2095 2014 1940 228 182 1712 1261 1182 176 1006 1661
internal_count=3742 3694 1599 286 143 143 1313 2095 2014 1940 228 182 1712 1261 1182 176 1006 1661
is_linear=0
shrinkage=0.0995203


Tree=4302
num_leaves=23
num_cat=0
split_feature=29 3 3 2 2 9 2 2 2 9 8 2 1 5 5 4 0 0 10 21 19 21
split_gain=0.017174 0.0187419 0.0152298 0.0114994 0.0608559 0.0140296 0.0410293 0.0385833 0.0435798 0.0113769 0.0132147 0.0233946 0.0133953 0.0116368 0.0198127 0.0134511 0.0103635 0.0128151 0.0099441 0.00990742 0.00840987 0.0180708
threshold=0.12737000000000004 0.089985000000000023 0.089605000000000018 -0.080254999999999993 -0.080874999999999989 0.092465000000000033 -0.085944999999999994 -0.083534999999999984 -0.081915000000000002 -0.22988499999999998 -0.016289999999999999 -0.078784999999999994 -0.066524999999999987 -0.01504 -0.072874999999999981 0.09777000000000001 -0.22163999999999998 -0.15034 0.086165000000000019 0.094380000000000019 0.11183000000000003 -0.015149999999999999
decision_type=2 2 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 4 5 7 18 19 -9 -5 11 -11 -13 14 -12 -15 -1 -18 -7 -3 21 -19
right_child=-2 3 -4 9 -6 6 -8 8 -10 10 13 12 -14 15 -16 -17 17 20 -20 -21 -22 -23
leaf_value=-0.0015038941596461632 -0.0018829352210668932 0.00029901914605792295 -0.0018309740431670255 0.0014989713064821545 0.0038111504176712965 0.00086249205364123996 -0.002442159936741066 0.0035486355460737297 -0.00024744647901774899 -0.0019325936854219029 0.00042672560605984449 0.0005202113598537421 -0.00033374249935790712 -0.00077953271018826127 0.0026587642583151597 0.0010346764585148882 0.0013833031217869939 -0.0012530593629239912 -0.00048245496937381283 -0.0012199421415196681 0.0011144881341535351 -0.00010764617866835906
leaf_weight=57 48 176 58 51 52 152 65 78 48 73 179 260 604 116 51 62 53 154 84 56 47 1218
leaf_count=57 48 176 58 51 52 152 65 78 48 73 179 260 604 116 51 62 53 154 84 56 47 1218
internal_value=0 1.1603e-05 -0.000246456 0.000206362 0.000532237 0.000272264 -0.000226471 0.000693878 0.00209601 3.98041e-05 -1.49164e-05 -0.00022135 -7.58181e-05 0.000457166 0.000925216 -0.000143018 -0.000185814 -0.000134218 0.000380313 -6.40983e-05 -0.000191475 -0.00023681
internal_weight=0 3694 1587 2107 711 659 301 358 126 1396 1345 937 864 408 230 178 1529 1472 236 232 1419 1372
internal_count=3742 3694 1587 2107 711 659 301 358 126 1396 1345 937 864 408 230 178 1529 1472 236 232 1419 1372
is_linear=0
shrinkage=0.0995203


Tree=4303
num_leaves=17
num_cat=0
split_feature=29 3 3 18 19 3 3 3 5 17 0 10 17 4 7 21
split_gain=0.0139256 0.01606 0.0326309 0.0426423 0.012996 0.011393 0.0146442 0.01194 0.0242863 0.0115635 0.00972107 0.0114426 0.0101143 0.00995119 0.00976506 0.00546023
threshold=0.12737000000000004 0.091865000000000016 0.092900000000000024 -0.011835 0.11368500000000002 0.091225000000000014 0.090695000000000012 0.08844500000000001 -0.082179999999999989 0.18936500000000003 0.12433000000000002 0.088630000000000028 -0.54441499999999998 0.088230000000000017 -0.074779999999999999 0.08846500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 9 -9 -1 11 12 15 -12 -14 -4
right_child=-2 2 10 -5 -6 -7 -8 8 -10 -11 13 -13 14 -15 -16 -17
leaf_value=-3.2161886630059674e-05 -0.001695545231540878 -0.00021876106976849181 0.0018804964361265109 0.0035331750322045532 0.0013238482905508213 -0.0013886972810174152 0.0011270526007978311 0.00066622147516597085 -0.0012219810999763517 -0.0013066213561566018 0.00015589763457966998 -0.0013499166404659314 0.001414494136275174 0.0021134024304432903 -1.4238600860565709e-05 0.00032165419008082878
leaf_weight=1209 48 55 46 65 54 82 80 89 273 75 59 56 49 47 1409 46
leaf_count=1209 48 55 46 65 54 82 80 89 273 75 59 56 49 47 1409 46
internal_value=0 1.04262e-05 0.000219837 0.00180672 -0.000195171 -0.000240993 -0.000185993 -0.000250308 -0.000755493 -0.000107242 0.000108129 4.66698e-05 9.76553e-05 0.00103157 3.32164e-05 0.00110997
internal_weight=0 3694 1832 120 1862 1808 1726 1646 362 1284 1712 1606 1550 106 1458 92
internal_count=3742 3694 1832 120 1862 1808 1726 1646 362 1284 1712 1606 1550 106 1458 92
is_linear=0
shrinkage=0.0995203


Tree=4304
num_leaves=17
num_cat=0
split_feature=19 10 3 3 26 8 6 3 4 4 4 2 1 1 3 2
split_gain=0.0107332 0.00784968 0.00462089 0.0152701 0.00990365 0.0119714 0.00853102 0.00746745 0.00892348 0.0164772 0.0106344 0.00955909 0.0085394 0.00846441 0.00730428 0.0109006
threshold=-0.10411999999999999 0.090150000000000022 0.10960500000000002 0.11197500000000002 -0.054024999999999997 0.0073150000000000012 -0.075739999999999988 0.10583000000000002 0.10300500000000003 0.094025000000000011 0.10925500000000002 -0.021165 0.18123500000000006 -0.012865 0.17760500000000004 -0.035314999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 14 6 -6 8 9 12 -10 -12 -2 -9 15 -5
right_child=1 -3 3 4 5 -7 -8 13 10 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0011928229894176965 -4.4412755887885366e-05 -0.001029233339740947 0.0016568195772312831 0.00030623440191452251 -0.00047082832678039789 -0.0015932859977409813 0.00034931593894876374 -0.0016098147482835677 0.0016397668229333575 -0.0014567020578415604 0.0011403837676439885 -0.0006622157193930941 -0.001193309714457609 -8.9361225816693619e-05 -0.00028054778150874999 0.0022943431878457961
leaf_weight=67 2314 84 62 66 229 53 278 69 63 89 48 74 66 79 50 48
leaf_count=67 2314 84 62 66 229 53 278 69 63 89 48 74 66 79 50 48
internal_value=0 -7.76969e-05 -5.5192e-05 0.00015761 2.80938e-05 -0.000169918 -1.95093e-05 -0.000115178 -7.64713e-05 -0.000126696 0.000589405 4.02939e-05 -7.66169e-05 -0.000803753 0.000709223 0.00115051
internal_weight=0 3672 3588 786 724 560 507 2802 2654 2469 185 122 2380 148 164 114
internal_count=3739 3672 3588 786 724 560 507 2802 2654 2469 185 122 2380 148 164 114
is_linear=0
shrinkage=0.0995203


Tree=4305
num_leaves=10
num_cat=0
split_feature=19 5 5 21 17 17 21 5 5
split_gain=0.00870499 0.0108931 0.0108033 0.00576748 0.0104606 0.0213651 0.0064817 0.00506475 0.00635167
threshold=-0.10411999999999999 0.62404000000000015 0.51775000000000015 -0.085914999999999991 -0.0092949999999999994 0.0041300000000000009 -0.084574999999999997 0.51100000000000012 0.4115950000000001
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 6 5 -7 7 -9 -10
leaf_value=0.0010741130399677028 0.0015984381257949328 -0.0012739974482140887 0.0013509471350943664 -0.0012693269201578736 -0.0014303102081632019 0.00141133101007069 -8.2587509006473947e-05 -0.00097783568202952555 0.00085549104280478099
leaf_weight=67 57 73 54 46 55 50 3203 61 73
leaf_count=67 57 73 54 46 55 50 3203 61 73
internal_value=0 -7.00311e-05 -4.53831e-05 -6.68839e-05 0.000512411 -6.93513e-05 -9.48663e-05 -7.84312e-05 -6.14342e-05
internal_weight=0 3672 3599 3545 162 105 3383 3337 3276
internal_count=3739 3672 3599 3545 162 105 3383 3337 3276
is_linear=0
shrinkage=0.0995203


Tree=4306
num_leaves=14
num_cat=0
split_feature=20 9 18 4 21 10 20 10 10 3 20 9 9
split_gain=0.00741484 0.0171439 0.0396452 0.0181576 0.0178883 0.0115007 0.0110956 0.0100693 0.0108329 0.00831761 0.0073206 0.00541076 0.00538538
threshold=-0.085594999999999991 0.083925000000000013 -0.082304999999999989 0.081540000000000015 0.08708500000000001 0.090150000000000022 -0.084474999999999995 0.086275000000000018 0.079225000000000018 0.093835000000000016 -0.083330000000000001 0.08888500000000002 0.099985000000000018
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 10 -4 -8 -12 -11
right_child=5 2 9 4 -6 -7 7 -9 -10 12 11 -13 -14
leaf_value=-0.0018695177447262488 -0.0015262484272149835 0.0027378510448377749 -0.00064321149868219708 0.0013613236656902416 -0.00082648526123794671 -0.0013423778015812569 0.0011503689112382035 0.0013268882003887482 -0.0014167775582023976 0.0014044342743455337 4.362427618286415e-05 -0.00023084032404354688 -1.9733052884882778e-05
leaf_weight=57 51 78 87 71 77 72 50 52 58 51 1818 1165 52
leaf_count=57 51 78 87 71 77 72 50 52 58 51 1818 1165 52
internal_value=0 0.000323484 0.000848412 -0.00035877 0.000217541 -9.79077e-05 -6.95982e-05 -4.57013e-05 -6.90573e-05 6.8439e-05 -4.30149e-05 -6.32925e-05 0.00067749
internal_weight=0 473 268 205 148 3266 3194 3143 3091 190 3033 2983 103
internal_count=3739 473 268 205 148 3266 3194 3143 3091 190 3033 2983 103
is_linear=0
shrinkage=0.0995203


Tree=4307
num_leaves=11
num_cat=0
split_feature=26 26 17 10 20 6 38 36 11 4
split_gain=0.00673389 0.0147571 0.0131183 0.0125829 0.00561587 0.00885963 0.00445149 0.00722367 0.00692841 0.00685072
threshold=-0.15866 -0.23202999999999999 -0.087770000000000001 0.090150000000000022 -0.24910499999999999 0.13225500000000004 -0.072014999999999996 0.090760000000000021 -0.094829999999999998 0.10495500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 7 -6 -8 -10
right_child=3 -3 -4 -5 5 -7 8 -9 9 -11
leaf_value=0.0010056090824771373 0.00089151153282529679 0.0016476226997703455 -0.0011278765565952492 -0.0015126041470734377 0.0014595348364904183 -0.0011264518371217182 -0.00099240819062990397 -0.00024652990075852923 -9.1117077683250473e-05 0.00035448517010186606
leaf_weight=52 62 73 63 59 50 76 77 47 2791 389
leaf_count=52 62 73 63 59 50 76 77 47 2791 389
internal_value=0 0.000539957 -0.000156052 -7.09202e-05 -4.63274e-05 -6.35183e-05 -3.91886e-05 0.000624446 -5.92043e-05 -3.63504e-05
internal_weight=0 188 115 3551 3492 3430 3354 97 3257 3180
internal_count=3739 188 115 3551 3492 3430 3354 97 3257 3180
is_linear=0
shrinkage=0.0995203


Tree=4308
num_leaves=34
num_cat=0
split_feature=28 1 6 6 6 9 1 9 5 8 8 8 9 2 17 1 8 1 17 19 1 11 6 4 9 1 17 1 9 23 9 9 5
split_gain=0.0116917 0.00757981 0.0124458 0.0706489 0.0856021 0.0189191 0.0228366 0.0460094 0.0413638 0.0408562 0.0335638 0.0134679 0.0112842 0.0297693 0.0220893 0.0314573 0.0252793 0.00900521 0.0184874 0.0261628 0.00888727 0.0110613 0.014785 0.00792097 0.0263959 0.0363059 0.0202031 0.0152503 0.01377 0.0192351 0.0136059 0.00781448 0.00371718
threshold=0.083225000000000021 -0.018369999999999997 0.085120000000000015 0.066135000000000013 0.084050000000000027 0.08648500000000002 -0.085184999999999997 0.083925000000000013 -0.0086449999999999982 -0.085289999999999991 -0.084674999999999986 -0.089779999999999985 0.087695000000000009 -0.083534999999999984 -0.13530499999999998 -0.083284999999999984 -0.076704999999999995 -0.0090649999999999984 -0.017704999999999995 0.10328000000000002 -0.025874999999999999 -1.0000000180025095e-35 -0.072834999999999997 0.086380000000000026 0.083955000000000016 0.0065600000000000007 -0.065004999999999993 -0.0064949999999999999 0.11351500000000002 -0.022119999999999997 0.09091500000000001 0.083955000000000016 -0.059289999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -5 6 7 8 -4 11 -9 -8 13 -7 16 -16 -14 18 31 -20 21 -1 -23 24 25 -19 -25 -26 29 -28 -29 -3 -27
right_child=-2 17 5 4 -6 12 9 10 -10 -11 -12 -13 14 -15 15 -17 -18 23 19 -21 -22 22 -24 26 27 32 28 30 -30 -31 -32 -33 -34
leaf_value=0.0012814089905624376 -0.001189933577031522 -0.00068771631022378915 0.0039317833484124563 0.0058192165862110939 0.00030838174907230845 -0.00048195269608999235 -0.0013074970937364898 0.00063224267236164941 -0.00015066020397472402 -0.003364193402798748 -0.0023546847798025668 0.0010992518796665515 0.0030876210272309731 0.0027600519489267253 -0.0013815042535830144 0.00033532204641334418 -1.5229755977947495e-05 0.0036594481895501282 -0.0023972523561618755 0.00051288584958454403 0.0010888102851498735 0.00095411026305031762 -0.00039867871563897995 -0.0017383135509294388 -0.0014092663893717323 -0.00013082122327062311 0.0015147480285778319 0.00064067798922574687 -0.0015754040536458405 -0.00015550380168364227 -0.00026716515225290287 0.00083097296417873948 0.0010482642095927495
leaf_weight=61 70 55 46 52 61 52 46 67 52 65 83 46 51 60 138 451 52 49 89 46 88 99 414 77 70 60 86 294 49 329 367 85 46
leaf_count=61 70 55 46 52 61 52 46 67 52 65 83 46 51 60 138 451 52 49 89 46 88 99 414 77 70 60 86 294 49 329 367 85 46
internal_value=0 0.000107636 0.000239885 0.000551293 0.00285159 3.95874e-05 -0.000514328 7.71395e-05 0.00175724 -0.00145383 -0.00101507 -9.52246e-05 0.00031963 0.00124753 0.000168267 -6.55327e-05 0.00151319 -4.60432e-05 -0.000567767 -0.00139959 0.000157408 1.31881e-05 -0.000136018 5.39255e-05 0.000237614 0.00141732 -0.00024539 -1.14076e-05 5.93789e-07 0.000188648 0.000135387 0.000228498 0.000373135
internal_weight=0 3686 1984 775 113 1209 405 248 98 157 150 92 804 112 692 589 103 1702 275 135 662 574 513 1427 886 155 541 731 464 415 661 140 106
internal_count=3756 3686 1984 775 113 1209 405 248 98 157 150 92 804 112 692 589 103 1702 275 135 662 574 513 1427 886 155 541 731 464 415 661 140 106
is_linear=0
shrinkage=0.0995203


Tree=4309
num_leaves=15
num_cat=0
split_feature=28 3 5 5 5 3 7 4 3 4 3 2 2 0
split_gain=0.00948163 0.00888375 0.102337 0.119504 0.0185681 0.014064 0.00723535 0.00837799 0.0314066 0.0277007 0.0111137 0.00839487 0.00688374 0.011764
threshold=0.083225000000000021 0.083955000000000016 -0.0091849999999999987 0.040570000000000016 -0.020074999999999999 0.084380000000000024 -0.074779999999999999 0.10713500000000002 0.11275500000000002 0.10495500000000003 0.13547000000000003 -0.086169999999999983 -0.086554999999999993 -0.093765000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 12 -3 -7 9 -9 11 -10 -8 -1 -14
right_child=-2 5 3 -5 -6 6 7 8 10 -11 -12 -13 13 -15
leaf_value=0.00079913367632343112 -0.0010715112102965422 -0.0012519883801059999 0.0069712487627190496 0.00044607874301635285 -0.0018310587280940109 0.001149687177398334 -0.00024576811102245229 -0.0027589002240022789 0.00060006640036662528 0.0024382216161135239 -0.00052942701053327679 0.00017019607100630992 0.00066036102024106624 -0.0011771335806763398
leaf_weight=71 70 81 46 71 74 61 625 48 151 50 201 2066 59 82
leaf_count=71 70 81 46 71 74 61 625 48 151 50 201 2066 59 82
internal_value=0 9.69244e-05 0.000538075 0.00301853 -0.000473793 4.25222e-05 7.55247e-05 5.44032e-05 -0.00037058 0.000116721 -4.25743e-05 7.32818e-05 0 -0.000402447
internal_weight=0 3686 403 117 286 3283 3202 3141 400 2741 352 2691 212 141
internal_count=3756 3686 403 117 286 3283 3202 3141 400 2741 352 2691 212 141
is_linear=0
shrinkage=0.0995203


Tree=4310
num_leaves=31
num_cat=0
split_feature=1 1 18 18 1 8 18 2 2 17 2 2 2 2 0 2 0 2 18 8 2 8 2 5 5 1 18 0 8 27
split_gain=0.00816693 0.0119299 0.0158948 0.0568496 0.0200926 0.0211082 0.0172882 0.0131468 0.0247709 0.0225744 0.0625818 0.0546161 0.0146458 0.0417 0.0336287 0.0165475 0.0144052 0.0103906 0.0266658 0.053085 0.00987226 0.0266419 0.0131587 0.0085602 0.0124492 0.0232808 0.0154209 0.00791635 0.016748 0.0153358
threshold=-0.021369999999999997 -0.025874999999999999 -0.093649999999999997 -0.10726999999999999 -0.49837999999999999 -0.077784999999999993 -0.14624999999999996 -0.083974999999999994 -0.084869999999999987 -0.011809999999999999 -0.086554999999999993 -0.086849999999999997 -0.081055000000000002 -0.081665000000000001 -0.083694999999999992 -0.080555000000000002 -0.094139999999999988 -0.086414999999999992 -0.085709999999999995 -0.084324999999999997 -0.084154999999999994 -0.086304999999999993 -0.082644999999999982 0.51659500000000014 -0.0050400000000000002 0.0013500000000000003 -0.019539999999999998 -0.085605000000000001 0.0065600000000000007 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 11 -11 -4 13 14 -9 -14 -17 18 19 -2 21 -19 -22 24 25 -24 -26 29 -29 -20
right_child=17 -3 7 -5 5 6 -8 12 -10 10 -12 -13 15 -15 -16 16 -18 20 27 -21 22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0013898716967708272 -0.0044329181464223223 0.0017941725043705131 -0.00033427294765758407 0.0029646789750123986 -0.0010124629730230519 0.000360137818672658 0.0027334881953447838 -0.0011793744941445388 -0.0021842240360823348 0.00047353782913776973 -0.0037574136501114992 0.002746110496922762 -0.0017374277549201162 0.0034309629954918735 0.0012568479516455288 -0.00128100962620151 0.00028610096387969564 -0.0007054825870396722 -0.0013036647063252461 9.8106488701658092e-05 -0.0013065975576292111 0.0024035885829799459 0.00093841364320363383 0.0013367170015821214 -0.0013195979371334193 -0.0001522634991884916 0.00049119447064638767 0.0020445487399851107 -0.00046552675065537403 0.00094128563122473279
leaf_weight=71 46 46 259 88 57 80 50 93 65 90 56 73 50 51 141 64 619 51 86 57 77 58 260 48 140 759 69 47 59 46
leaf_count=71 46 46 259 88 57 80 50 93 65 90 56 73 50 51 141 64 619 51 86 57 77 58 260 48 140 759 69 47 59 46
internal_value=0 0.000208597 0.000169921 0.000780306 3.20758e-05 0.000576338 0.00127926 3.41025e-05 -0.00036074 -0.000111064 -0.00114369 0.000340575 0.000245515 0.000850923 0.000285107 9.00834e-06 0.000138057 -8.49366e-05 -0.000579742 -0.00191751 2.99129e-05 0.000941376 -4.29111e-05 3.27043e-05 -1.76003e-05 0.000125222 -0.00071786 0 0.000639709 -0.000515132
internal_weight=0 1953 1907 346 258 187 130 1561 543 478 146 332 1018 285 234 733 683 1803 341 103 1462 109 1353 1276 1228 1019 209 238 106 132
internal_count=3756 1953 1907 346 258 187 130 1561 543 478 146 332 1018 285 234 733 683 1803 341 103 1462 109 1353 1276 1228 1019 209 238 106 132
is_linear=0
shrinkage=0.0995203


Tree=4311
num_leaves=24
num_cat=0
split_feature=1 18 3 1 9 3 8 0 8 1 1 0 5 0 1 27 26 3 0 9 9 20 6
split_gain=0.00689973 0.0158646 0.0841618 0.0219833 0.0340648 0.031431 0.0158315 0.0513151 0.0300583 0.0212462 0.042135 0.0161772 0.0233688 0.0142101 0.0104715 0.00990232 0.00998002 0.0210833 0.00954281 0.0147678 0.00872751 0.0118506 0.0103984
threshold=-0.06551499999999999 -0.093649999999999997 0.084290000000000018 -0.077774999999999997 0.089025000000000021 0.093535000000000021 -0.08569499999999998 -0.085605000000000001 -0.087444999999999995 -0.079844999999999985 -0.083284999999999984 -0.081094999999999987 -0.0073899999999999999 -0.072274999999999992 -0.057259999999999998 -0.032854999999999995 -0.2382 0.16149500000000003 -0.080204999999999985 0.090255000000000016 0.11408000000000003 -0.014955 -0.0048649999999999995
decision_type=2 2 2 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 -6 8 -8 11 10 -9 12 -3 -7 -2 -16 -17 20 -4 -20 22 -22 -18
right_child=14 3 18 4 5 13 7 9 -10 -11 -12 -13 -14 -15 15 16 17 -19 19 -21 21 -23 -24
leaf_value=0.0047920703709744931 -0.0014099808458389257 0.00014178175391878613 0.001247709683073447 0.0033868052377257537 -0.0014092676567699499 0.0021135148621597806 -0.0028741123895566793 -0.00029973250486369256 0.0027488436010524087 -0.0019260758051502305 0.002023732283648222 0.0012672439567423435 -0.0021693245962387422 -3.2849135313958602e-05 0.0011280714690388783 0.0013577671269229155 5.8641737621179527e-06 -0.0016767705554176738 -0.0011380637662765964 0.00091633373261590639 -0.00015073018991702564 0.001685003799364642 -0.00070809893754238584
leaf_weight=46 55 235 50 46 65 78 74 457 47 57 93 87 53 49 72 48 1548 80 90 56 71 67 232
leaf_count=46 55 235 50 46 65 78 74 457 47 57 93 87 53 49 72 48 1548 80 90 56 71 67 232
internal_value=0 0.000218896 0.000960862 8.43891e-05 0.000952171 0.000364609 -0.000102115 -0.000399501 0.000375851 -9.64695e-05 9.1656e-05 7.62525e-05 -0.000280684 0.00127894 -5.40662e-05 -1.84694e-05 -5.9217e-05 -9.36684e-05 5.75229e-05 -0.000344469 -2.72102e-05 0.0007346 -8.67318e-05
internal_weight=0 1583 242 1341 238 192 1103 681 422 607 550 375 288 127 2173 2118 2046 1998 196 146 1918 138 1780
internal_count=3756 1583 242 1341 238 192 1103 681 422 607 550 375 288 127 2173 2118 2046 1998 196 146 1918 138 1780
is_linear=0
shrinkage=0.0995203


Tree=4312
num_leaves=26
num_cat=0
split_feature=18 1 0 5 9 1 5 0 3 3 3 26 0 21 6 26 3 3 6 6 4 9 5 0 1
split_gain=0.00926834 0.0179005 0.00997743 0.0154924 0.0280709 0.0299963 0.0182757 0.015446 0.0202937 0.0158337 0.0150855 0.0122059 0.0145532 0.0223478 0.0130324 0.0120475 0.0237651 0.0106597 0.0103057 0.0147274 0.0098179 0.0213986 0.00915364 0.00786573 0.00469511
threshold=0.19545000000000004 -0.038989999999999997 -0.15137999999999999 -0.088935 0.087765000000000024 -0.064534999999999995 -0.082179999999999989 -0.113275 0.10393500000000001 0.087385000000000032 0.090205000000000021 0.080935000000000021 -0.22163999999999998 -0.0092899999999999996 -0.097455 0.11991000000000003 0.10119000000000002 0.12323500000000003 -0.10198499999999999 -0.095554999999999987 0.12498500000000003 0.10892000000000003 -0.095609999999999987 -0.095649999999999999 0.40359500000000009
decision_type=2 2 2 2 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 -4 10 8 -7 -9 -5 12 13 -1 -15 18 -17 -18 23 -20 21 22 -6 -8 -14
right_child=1 -3 3 6 20 7 15 9 -10 -11 -12 -13 24 14 -16 16 17 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.0015250992690013629 0.0020320548204278721 -0.00051169627314200539 -0.0026570348664376755 0.00034391558844884659 4.26905660506201e-05 -0.0031637682722324245 -0.0018770905250614276 0.00092891285359062402 -0.00024793823043042611 -0.00077614309735598826 0.0026483582962016235 -0.00095423214315402093 0.0010595783725718681 -6.4611894665595482e-05 0.002015882091019315 -0.0024067095038057345 0.001112889733022935 -0.00095118433895102772 0.0017923327413880835 4.5365510667235044e-05 0.0013920218226307966 -0.0017368138936298535 0.0015441007811055622 -0.00023705326348971852 0.0024244620322033273
leaf_weight=53 61 49 89 75 212 46 46 85 50 147 46 49 62 61 57 61 50 49 49 2023 54 61 50 82 46
leaf_count=53 61 49 89 75 212 46 46 85 50 147 46 49 62 61 57 61 50 49 49 2023 54 61 50 82 46
internal_value=0 0.000891488 -3.58005e-05 -8.84229e-05 -0.000471112 -0.001034 3.37201e-05 -0.000591111 -0.00165364 -0.000147917 0.00122675 0.000487125 0.000743201 0.000166646 0.000933435 -2.71012e-05 -0.000861081 8.30084e-05 3.31798e-05 8.70741e-05 0.000149331 -5.58915e-05 0.000332344 -0.000832838 0.0016485
internal_weight=0 110 3603 3275 794 417 2481 328 96 232 121 328 279 171 118 2360 160 99 2200 2072 377 323 262 128 108
internal_count=3713 110 3603 3275 794 417 2481 328 96 232 121 328 279 171 118 2360 160 99 2200 2072 377 323 262 128 108
is_linear=0
shrinkage=0.0995203


Tree=4313
num_leaves=18
num_cat=0
split_feature=5 5 5 5 5 5 17 0 5 6 0 8 5 9 4 0 17
split_gain=0.00766876 0.00845388 0.0718258 0.0166351 0.0122157 0.00875219 0.0268843 0.0109368 0.0382516 0.0310983 0.0141518 0.0136129 0.0081413 0.0289381 0.0327281 0.0149753 0.0169099
threshold=-0.55105499999999996 -0.097345000000000001 -0.11065499999999999 -0.095169999999999991 -0.13803499999999999 -0.089564999999999992 -0.0044799999999999987 -0.085794999999999996 -0.072874999999999981 0.08785500000000003 -0.085349999999999995 -0.42441999999999996 -0.49053999999999998 0.11351500000000002 0.14221500000000004 -0.19126499999999999 0.12374500000000002
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 12 6 -5 8 -7 -10 -9 -12 15 14 -14 -2 -17
right_child=1 3 -4 5 -6 7 -8 10 9 -11 11 -13 13 -15 -16 16 -18
leaf_value=0.0012165809979803599 -0.0011326656494172061 0.0019328546727666633 -0.0037813198750580521 -0.0023192126861069523 0.0015162730464889083 0.0024562117921256683 0.00055429866497536204 -0.0015939133353714049 -0.00015580429086930613 0.0016504826797311526 -0.0017059551171630118 2.7364910348545337e-05 -0.00044161390786217128 -0.0024468882268130271 0.002334270529250732 0.00014333282183174583 0.0022482634100422028
leaf_weight=50 56 46 55 60 46 79 69 58 571 113 46 1823 339 60 48 142 52
leaf_count=50 56 46 55 60 46 79 69 58 571 113 46 1823 339 60 48 142 52
internal_value=0 -2.42089e-05 -0.000310836 5.53409e-05 -5.28342e-05 2.44134e-05 -0.000775873 6.30958e-05 0.000382151 0.000141406 -6.281e-05 -1.48578e-05 -0.000157565 -0.000412697 -9.52026e-05 0.000295335 0.000711761
internal_weight=0 3663 798 2865 743 2819 129 2690 763 684 1927 1869 697 447 387 250 194
internal_count=3713 3663 798 2865 743 2819 129 2690 763 684 1927 1869 697 447 387 250 194
is_linear=0
shrinkage=0.0995203


Tree=4314
num_leaves=20
num_cat=0
split_feature=18 21 17 0 4 21 4 1 5 9 17 0 5 3 1 0 26 8 6
split_gain=0.00713156 0.0155093 0.00991675 0.00790802 0.0141431 0.0139397 0.0215777 0.0242307 0.0106467 0.0265753 0.0309571 0.0178691 0.0127829 0.0115368 0.0105741 0.0132328 0.00792631 0.02861 0.00844731
threshold=0.19545000000000004 0.093175000000000022 0.6218950000000002 -0.15137999999999999 0.11061500000000002 0.090285000000000018 0.086380000000000026 -0.0057250000000000001 -0.088935 0.089105000000000018 -0.0044799999999999987 -0.12236 -0.082179999999999989 0.089095000000000021 0.00039500000000000011 -0.096019999999999994 0.11991000000000003 -0.046889999999999994 -0.10198499999999999
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 7 -1 9 10 -5 -12 13 -10 -11 -16 18 -18 -14
right_child=1 -3 -4 8 -6 -7 -8 -9 12 14 11 -13 16 -15 15 -17 17 -19 -20
leaf_value=-0.00078815548696637458 0.0019883775663001777 -0.00036550905875579111 -0.0013449319206090388 -0.0025166779205813947 0.0015362036188275121 0.0014559218524627872 -0.0016572258688689182 0.0022645831671806497 0.00023581570944103758 0.0016091689851302096 -0.0020153922138881077 -0.00015430901558278367 -0.00074185190727449107 0.0022668012507962125 0.00090595309092533197 -0.00059547948031016186 -0.0021170580834508888 0.00056133899334744454 9.1017138189436917e-05
leaf_weight=58 54 56 56 89 88 54 75 46 70 55 61 323 128 47 105 130 74 84 2060
leaf_count=58 54 56 56 89 88 54 75 46 70 55 61 323 128 47 105 130 74 84 2060
internal_value=0 0.000782594 -3.08073e-05 -9.82915e-06 0.000460971 5.13609e-05 -0.000367788 0.000554223 -5.69294e-05 -0.00038187 -0.000842289 -0.000452082 4.33999e-05 0.00105868 0.000366266 7.18899e-05 -6.88535e-06 -0.000687919 4.19194e-05
internal_weight=0 110 3603 3547 321 233 179 104 3226 763 473 384 2463 117 290 235 2346 158 2188
internal_count=3713 110 3603 3547 321 233 179 104 3226 763 473 384 2463 117 290 235 2346 158 2188
is_linear=0
shrinkage=0.0995203


Tree=4315
num_leaves=18
num_cat=0
split_feature=20 2 21 9 7 3 18 3 21 2 9 2 20 27 6 6 6
split_gain=0.00819997 0.0146222 0.0132497 0.010397 0.0272329 0.0234966 0.0125477 0.0120492 0.0153368 0.0111483 0.010084 0.0126554 0.0108366 0.0136702 0.0184657 0.0288757 0.0218729
threshold=-0.0078249999999999986 0.31326500000000007 -0.081904999999999992 0.11296000000000002 0.086645000000000028 0.11816500000000002 0.14607000000000003 0.13085500000000003 0.12603000000000006 -0.0097149999999999997 0.10744000000000002 -0.065379999999999994 -0.01137 -0.0027049999999999995 -0.097455 -0.109815 -0.09416999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 4 6 -5 7 8 -4 -9 12 -12 13 -1 15 -15 -16
right_child=2 -3 3 5 -6 -7 -8 9 -10 -11 11 -13 -14 14 16 -17 -18
leaf_value=0.0015518775548255979 -0.0017977226740048602 0.0017857957995616668 -0.00011180377055653564 0.00022812756403158316 0.0023345178193896442 -0.0023475770871331119 0.0012705519498828317 0.00027325589165071179 0.0016726495784371244 -0.0015790870101511276 0.0022814075670567991 0.00020156593284497429 0.0011835638764388866 -7.183864484271327e-05 0.001864775504431271 -0.0029864574657951426 -7.926899187366812e-05
leaf_weight=51 46 54 1757 78 47 63 65 46 49 102 46 81 76 91 61 54 946
leaf_count=51 46 54 1757 78 47 63 65 46 49 102 46 81 76 91 61 54 946
internal_value=0 0.000177668 -0.000125091 -8.98576e-05 -3.30166e-05 -0.000916914 -8.85356e-05 -0.000134165 -6.2935e-05 -0.000997828 0.000115323 0.000961341 3.06762e-05 -4.14775e-05 -0.000112727 -0.00116293 3.76805e-05
internal_weight=0 1460 2253 2207 2066 141 2019 1954 1806 148 1406 127 1279 1203 1152 145 1007
internal_count=3713 1460 2253 2207 2066 141 2019 1954 1806 148 1406 127 1279 1203 1152 145 1007
is_linear=0
shrinkage=0.0995203


Tree=4316
num_leaves=29
num_cat=0
split_feature=0 0 0 17 20 0 6 6 17 0 2 6 3 3 21 17 8 8 18 18 9 8 3 8 8 0 0 17
split_gain=0.00768754 0.0101493 0.00846713 0.00950693 0.011472 0.0209201 0.018221 0.0263981 0.0186569 0.0139953 0.0174643 0.0220213 0.00921059 0.0225202 0.0170413 0.0231031 0.0162231 0.00842186 0.0266043 0.0175566 0.0160268 0.0335792 0.0229212 0.0147064 0.0135752 0.0165982 0.0235846 0.0150974
threshold=-0.087614999999999985 -0.087184999999999999 -0.088174999999999989 -0.05543 -0.079559999999999992 -0.089674999999999991 -0.045589999999999999 -0.091244999999999993 0.016900000000000005 -0.09466999999999999 -0.012154999999999999 -0.087609999999999993 0.091975000000000015 0.10850000000000003 0.087625000000000022 -0.088525000000000006 -0.085764999999999994 -0.086304999999999993 -0.022504999999999997 -0.0063699999999999998 0.086635000000000031 -0.092299999999999993 0.088185000000000027 -0.08569499999999998 -0.085089999999999985 -0.084269999999999998 -0.082794999999999994 -0.011174999999999999
decision_type=2 2 2 2 2 2 2 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 9 6 7 -6 -8 10 11 -5 14 -14 15 16 -1 18 -3 -20 21 -21 -22 -19 -25 27 -27 -26
right_child=1 17 -4 4 5 -7 8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 23 19 20 22 -23 -24 24 25 26 -28 -29
leaf_value=0.00089112090619803959 0.0014901806056163199 -0.0023047891638678358 -0.0013441369635048348 -0.0022317217576377532 -0.00040409848724755657 -0.0024149898609200264 0.001406377419477079 -0.0026681574628781195 -0.00057917159388332919 0.001489518645111778 0.0010773445015735679 0.00064141668448243028 0.0019902484544134127 -0.00048182951859808556 -0.001217422255811668 0.002332098020524611 -0.0016675939719945894 0.0018474005991794974 0.0015454594809570564 0.00025648095639847199 0.0022621159555232966 -0.0023960405556859542 -0.00037483133235092765 -0.0014082217585786986 0.00010787212912960009 -0.0012939648085197608 0.00017680697175065239 0.0021402452928656508
leaf_weight=51 51 58 61 61 351 54 97 60 90 67 65 46 82 65 87 48 47 50 60 107 48 84 101 56 70 116 1551 77
leaf_count=51 51 58 61 61 351 54 97 60 90 67 65 46 82 65 87 48 47 50 60 107 48 84 101 56 70 116 1551 77
internal_value=0 0.000100277 -0.00019721 -0.00014152 -0.000319696 -0.000536322 -0.000365307 -0.00073661 0.000446388 0.000267841 -0.000203286 -0.00098889 0.0002741 0.000891584 -0.000111958 0.000541171 -0.000327665 7.01242e-05 -0.000312734 -2.18386e-05 -0.000300829 -0.000905787 0.000469161 0.000161878 0.000116373 0.00016389 7.39706e-05 0.00117802
internal_weight=0 2429 1332 1271 891 652 598 411 187 239 172 107 380 147 233 146 98 2378 458 400 340 191 149 1920 1870 1814 1667 147
internal_count=3761 2429 1332 1271 891 652 598 411 187 239 172 107 380 147 233 146 98 2378 458 400 340 191 149 1920 1870 1814 1667 147
is_linear=0
shrinkage=0.0995203


Tree=4317
num_leaves=16
num_cat=0
split_feature=29 9 9 2 2 8 9 9 21 21 18 9 9 9 9
split_gain=0.0073846 0.0103017 0.0287108 0.0209597 0.009634 0.00686485 0.00665706 0.0192759 0.0168174 0.0219541 0.0174308 0.0138192 0.0081941 0.0199404 0.00864017
threshold=-0.109725 0.11007500000000002 0.11351500000000002 -0.049174999999999996 -0.057419999999999999 -0.0066399999999999992 0.09697500000000002 0.097680000000000031 0.11729000000000002 0.096085000000000018 0.0020050000000000003 0.096225000000000019 0.09550500000000002 0.095055000000000014 0.094010000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 -4 11 -8 9 10 -9 12 13 14 -2
right_child=1 2 3 -5 -6 -7 7 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.001056057993629306 3.3046282471586105e-06 0.0027382038010278524 -0.00070454289100002913 -0.0016716174727687068 0.0018812775991984753 0.0009195164739049307 -0.0023218312888776847 -0.00076179728156504432 0.0012471532864059139 -0.0024712117847778513 0.0013271320200304334 0.0013774692210049967 -0.0011689474969632722 0.0020617264172322503 -0.00099770421932850423
leaf_weight=65 2844 51 49 50 46 54 47 116 66 47 60 72 60 46 88
leaf_count=65 2844 51 49 50 46 54 47 116 66 47 60 72 60 46 88
internal_value=0 1.39386e-05 0.000630951 8.67868e-05 0.00068235 0.000138958 -3.05868e-05 -0.000451493 -0.000144487 -0.000560034 -4.50108e-05 1.46241e-05 -1.74057e-05 5.52044e-06 -2.64601e-05
internal_weight=0 3696 250 199 149 103 3446 336 289 223 176 3110 3038 2978 2932
internal_count=3761 3696 250 199 149 103 3446 336 289 223 176 3110 3038 2978 2932
is_linear=0
shrinkage=0.0995203


Tree=4318
num_leaves=29
num_cat=0
split_feature=0 0 3 3 5 9 0 5 2 3 3 0 0 0 18 3 21 3 3 3 20 8 21 20 5 20 3 8
split_gain=0.00639046 0.0110802 0.00995001 0.0261381 0.0209022 0.0161538 0.0544025 0.0285913 0.0183367 0.0146623 0.0134128 0.0115648 0.0282296 0.00937372 0.0314071 0.00771054 0.018488 0.0174707 0.00712525 0.0252458 0.0114253 0.019582 0.0368455 0.0138769 0.0110018 0.0204069 0.0113544 0.00952021
threshold=-0.085754999999999984 -0.086304999999999993 0.091225000000000014 0.090695000000000012 0.27139000000000008 0.083835000000000021 -0.085144999999999985 -0.014374999999999999 -0.017704999999999995 0.091865000000000016 0.084145000000000011 -0.082794999999999994 -0.081094999999999987 -0.087394999999999987 -0.0060599999999999994 0.11125500000000002 0.095695000000000016 0.11339500000000001 0.099950000000000025 0.10377500000000002 -0.092114999999999989 -0.0049949999999999994 0.089665000000000022 -0.081945000000000004 -0.46244499999999994 -0.012970000000000001 0.10850000000000003 -0.086914999999999992
decision_type=2 2 2 2 2 2 2 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 4 5 7 -7 -2 -9 -4 -8 -11 -13 18 -15 16 -14 -17 20 -20 27 23 -23 -22 25 -21 -26 -1
right_child=2 -3 9 -5 -6 6 10 8 -10 11 -12 12 15 14 -16 17 -18 -19 19 24 21 22 -24 -25 26 -27 -28 -29
leaf_value=-0.00028943944912309722 -0.0022683653029571525 -0.0013480000687896016 -0.0015815134160313442 0.0024574336600414266 0.0022169962175909359 0.003638104857448437 0.0015651209177259949 0.0015997801161559606 -0.00087887883854138849 -0.0014821106968251213 -6.539364785697655e-05 0.0024799752677244565 -4.7745720108580754e-05 0.0022815944927930751 -0.0009216004995378712 0.0020956053173956947 -0.0016128400091164317 6.2045348964416425e-05 0.0019604372374073743 0.00027312562967190586 0.0012175768462592304 -0.00052593143211193325 -0.0037711991032098277 -0.00035033304214492631 0.0015669801129378237 -0.0018538015567936864 -8.5786063021691633e-05 0.0017227494010261259
leaf_weight=46 72 74 61 55 49 46 55 54 65 50 540 46 505 63 58 46 88 475 65 93 62 135 47 556 54 85 170 46
leaf_count=46 72 74 61 55 49 46 55 54 65 50 540 46 505 63 58 46 88 475 65 93 62 135 47 556 54 85 170 46
internal_value=0 -0.00015869 0.000104749 0.000351145 0.000218722 0.000100051 0.000340284 -0.000701892 0.000239012 -7.60591e-05 8.39505e-05 0 6.37128e-05 -9.86711e-05 0.000739413 -3.53263e-05 -0.000281383 0.000243163 -0.000173893 0.000139806 -0.000339046 -0.000460452 -0.00136849 -0.00019171 -0.000152539 -0.000737943 0.000308994 0.000707757
internal_weight=0 1554 2207 936 881 832 641 191 119 1271 595 1210 1160 1480 121 1114 593 521 1359 467 892 800 182 618 402 178 224 92
internal_count=3761 1554 2207 936 881 832 641 191 119 1271 595 1210 1160 1480 121 1114 593 521 1359 467 892 800 182 618 402 178 224 92
is_linear=0
shrinkage=0.0995203


Tree=4319
num_leaves=17
num_cat=0
split_feature=29 9 9 26 1 17 9 3 9 9 18 5 9 8 9 3
split_gain=0.00591068 0.00810864 0.0227876 0.0202884 0.00687703 0.00812778 0.00554498 0.0145862 0.0416963 0.0357695 0.0139386 0.0411811 0.00945013 0.0077969 0.0143715 0.0070925
threshold=-0.109725 0.11007500000000002 0.11351500000000002 0.41171000000000008 0.09692000000000002 -0.026504999999999997 0.097035000000000024 0.11225500000000002 0.10153500000000003 0.098465000000000011 -0.057764999999999997 -0.072054999999999994 0.096225000000000019 -0.51030999999999993 -0.26414499999999996 0.14940500000000004
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 -4 12 9 -9 -8 -11 -12 13 -2 -15 -16
right_child=1 2 3 -5 -6 -7 7 8 -10 10 11 -13 -14 14 15 -17
leaf_value=-0.00094444602330182167 0.0010389504165439648 0.002437641463334314 -0.00067949891877120902 -0.0017274147459559195 0.0016251615801760957 0.0010772240887000489 -0.0030051136157818771 0.0027991586120783975 -0.0011512541040572758 -0.0015165774250286764 -0.0012931677751213586 0.0025444101872464536 0.0010682802437253771 -0.0015380191040191924 -3.2845480379417493e-05 0.00091730080620582683
leaf_weight=65 68 51 53 47 48 51 58 46 62 49 59 52 82 62 2828 80
leaf_count=65 68 51 53 47 48 51 58 46 62 49 59 52 82 62 2828 80
internal_value=0 1.28301e-05 0.000560256 7.50032e-05 0.000637716 0.0001741 -2.6647e-05 -0.000417275 0.00052375 -0.000887226 -0.000114374 0.000497242 1.39063e-05 -1.42834e-05 -3.86735e-05 -6.42513e-06
internal_weight=0 3696 250 199 152 104 3446 326 108 218 160 111 3120 3038 2970 2908
internal_count=3761 3696 250 199 152 104 3446 326 108 218 160 111 3120 3038 2970 2908
is_linear=0
shrinkage=0.0995203


Tree=4320
num_leaves=20
num_cat=0
split_feature=21 19 5 6 6 0 1 1 2 5 2 8 6 26 1 20 8 2 5
split_gain=0.0135777 0.0119281 0.0332078 0.013432 0.0231029 0.0154755 0.0214424 0.0270224 0.0157114 0.0262785 0.0167021 0.0195165 0.0135767 0.0132172 0.0141184 0.011881 0.0129302 0.0117543 0.00865247
threshold=0.14236500000000005 0.11174500000000002 0.012305000000000002 0.087975000000000012 0.087455000000000019 -0.071799999999999989 -0.072579999999999992 -0.081889999999999991 -0.073884999999999992 -0.039649999999999998 -0.076615000000000003 -0.053049999999999993 0.11596500000000003 -0.23202999999999999 0.62198500000000012 -0.014534999999999999 -0.079434999999999992 -0.082294999999999993 0.23074000000000006
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 13 8 7 -7 10 -10 11 -5 -8 -1 17 16 -3 -15 -2
right_child=18 2 -4 5 -6 6 12 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.0011115336825993501 0.00044431763161427386 -0.0018059947719472138 -0.002973083456929424 -0.00024218932833447093 0.00215153283234211 3.484407109243157e-05 -0.0016135706975083585 0.0033743047724364289 -0.00077054322339315938 0.00180916182592729 -0.0022957960426902161 -0.0023392527305171407 0.00066616779237838042 0.00050855277802496878 0.001722414108011192 0.00094029623329145188 0.00032098210293183069 4.0212112443812325e-05 0.0022158099304072122
leaf_weight=70 65 52 46 544 64 49 47 48 76 80 51 48 57 900 65 79 61 1304 49
leaf_count=70 65 52 46 544 64 49 47 48 76 80 51 48 57 900 65 79 61 1304 49
internal_value=0 0.000108994 -0.000571394 0.00015682 0.000284486 -0.000149141 0.000629982 0.0016958 -0.000346166 0.000547135 -0.000564165 -0.000413604 -0.000356228 0.000233049 0.000274891 0 -0.00065056 0.00023183 0.00121293
internal_weight=0 3641 238 3403 2403 1000 201 97 799 156 643 592 104 2339 2269 192 113 2204 114
internal_count=3755 3641 238 3403 2403 1000 201 97 799 156 643 592 104 2339 2269 192 113 2204 114
is_linear=0
shrinkage=0.0995203


Tree=4321
num_leaves=25
num_cat=0
split_feature=3 17 18 26 6 3 3 18 3 26 17 26 6 17 6 3 3 3 20 18 6 8 8 21
split_gain=0.0189271 0.0301357 0.0433413 0.0505364 0.0471863 0.0228088 0.0178826 0.0433166 0.0159243 0.0154051 0.0143106 0.0410558 0.0162739 0.0139856 0.0139553 0.0110647 0.0097405 0.0198256 0.0176636 0.00779182 0.00723886 0.00825317 0.0224106 0.0160154
threshold=0.084955000000000017 -0.013885 -0.017129999999999996 0.08709500000000002 0.083720000000000031 1.0000000180025095e-35 0.086850000000000024 0.087065000000000017 0.087445000000000023 0.086685000000000026 -0.086174999999999988 0.087260000000000018 -1.0000000180025095e-35 -0.21387500000000001 0.084985000000000019 0.096035000000000023 0.097095000000000029 0.097880000000000023 -0.24350999999999998 -0.082654999999999992 0.10877500000000002 -0.066544999999999993 -0.081174999999999983 0.094920000000000018
decision_type=2 2 2 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 4 5 -4 7 10 9 -8 -2 12 -12 -1 19 20 -17 -18 -19 -15 21 22 -10 -23
right_child=6 2 3 -5 -6 -7 8 -9 15 -11 11 -13 -14 14 -16 16 17 18 -20 -21 -22 23 -24 -25
leaf_value=0.0013878263933705733 -0.0011106358055647564 0.0038930085529578205 9.0406730230780237e-05 0.0028299783633931874 -0.0020514754914773901 0.0027461717684367204 0.00235999108231172 -0.0026467254200474022 -0.00026869235668884524 0 0.00039183825771495369 -0.0019240724585574036 0.0027128783141154812 0.00091440948419011544 -0.001591528732991474 0.0012990282528225646 -0.0017836865689697758 0.0021496579808045735 0.00018377858410890681 -0.00053098335717856934 -0.0010439830487915991 -0.00082910760944172163 0.00090442669326478006 0.00087936868520514648
leaf_weight=48 80 52 91 85 75 50 60 82 528 51 65 49 57 63 75 82 49 47 1312 89 86 280 232 67
leaf_count=48 80 52 91 85 75 50 60 82 528 51 65 49 57 63 75 82 49 47 1312 89 86 280 232 67
internal_value=0 0.000627227 0.00123597 0.000774225 -3.09619e-05 0.00103797 2.81841e-05 -0.000660836 0.000110597 0.00127907 -8.79775e-06 0.000501895 0.00148297 -0.0001512 -0.00048024 6.19507e-05 0.000243013 0.000180931 0.00025237 6.27083e-05 -0.000163502 -9.43598e-05 8.83406e-05 -0.00049687
internal_weight=0 628 353 301 216 141 3127 333 2794 111 251 171 122 275 227 2683 1490 1408 1359 152 1193 1107 760 347
internal_count=3755 628 353 301 216 141 3127 333 2794 111 251 171 122 275 227 2683 1490 1408 1359 152 1193 1107 760 347
is_linear=0
shrinkage=0.0995203


Tree=4322
num_leaves=26
num_cat=0
split_feature=3 18 6 17 26 8 6 3 18 3 26 17 26 1 3 1 4 8 8 6 20 1 17 17 21
split_gain=0.0153594 0.0250567 0.0274392 0.0349661 0.027071 0.0418633 0.0235234 0.0145025 0.0351237 0.0129188 0.0124827 0.0116041 0.0333126 0.0195849 0.00897556 0.0102394 0.0139177 0.0105202 0.0192438 0.0180913 0.00796772 0.00687015 0.0149307 0.0453855 0.0208001
threshold=0.084955000000000017 0.087065000000000017 0.088915000000000022 0.053575000000000012 0.085790000000000019 -0.085814999999999989 0.08463500000000003 0.086850000000000024 0.087065000000000017 0.087445000000000023 0.086685000000000026 -0.086174999999999988 0.087260000000000018 -0.070654999999999996 0.096035000000000023 0.50644500000000015 0.13881500000000005 -0.010374999999999999 -0.035869999999999992 -0.09416999999999999 -0.014955 -0.17548999999999998 -0.095109999999999986 -0.35269999999999996 0.10403500000000003
decision_type=2 2 2 2 2 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 -6 20 8 11 10 -9 -2 13 -13 21 17 -17 18 -16 -19 -1 -11 23 -23 -24
right_child=7 -3 -4 -5 5 -7 -8 9 -10 14 -12 12 -14 -15 15 16 -18 19 -20 -21 -22 22 24 -25 -26
leaf_value=-0.00076432023131902803 -0.0010001051599356613 0.0021776001216283268 -0.0018077984611519504 0.0028272740534288051 -0.00020272484070989224 0.0031243874418453517 -0.0023386972685455099 0.0021251242241373215 -0.0023833227752336019 -0.001245310137419032 0 0.0028509484118847193 -0.0017325882845088498 0.00027266908026266767 0.00020594345049806831 0.00015963774956680467 -0.0020197495548730702 0.0019035929923882638 -0.0017345251971073218 0.00037169433381585001 0.0004790541538771309 -0.00069632020073775579 -0.00040257246508251825 0.00200151184567798 0.0016842849032511762
leaf_weight=75 80 83 54 59 81 69 48 60 82 54 51 50 49 72 799 77 46 94 54 420 159 129 842 118 50
leaf_count=75 80 83 54 59 81 69 48 60 82 54 51 50 49 72 799 77 46 94 54 420 159 129 842 118 50
internal_value=0 0.000565065 0.000317983 0.000553444 0.000241002 0.00132229 -0.000331248 2.53912e-05 -0.00059507 9.96332e-05 0.00115211 -7.59761e-06 0.000451946 0.00133605 5.57853e-05 0.000218883 -0.000648763 0.000297551 8.21404e-05 0.00065344 7.70382e-05 -0.00014723 -9.44512e-05 0.000589209 -0.000284678
internal_weight=0 628 545 491 432 150 282 3127 333 2794 111 251 171 122 2683 1490 123 1367 853 514 234 1193 1139 247 892
internal_count=3755 628 545 491 432 150 282 3127 333 2794 111 251 171 122 2683 1490 123 1367 853 514 234 1193 1139 247 892
is_linear=0
shrinkage=0.0995203


Tree=4323
num_leaves=25
num_cat=0
split_feature=18 3 17 5 2 5 17 17 17 3 2 18 4 3 8 10 4 4 6 3 8 0 18 3
split_gain=0.0132116 0.0119327 0.0235503 0.0501516 0.0385204 0.0420987 0.0204065 0.0218899 0.0162183 0.0155878 0.0145427 0.0157052 0.0170538 0.0143889 0.0190722 0.0135959 0.0148424 0.0178146 0.0180593 0.0103776 0.00967054 0.00867809 0.00800696 0.0192722
threshold=0.31227500000000008 0.085195000000000007 -0.013885 -0.09583499999999999 -0.085804999999999992 -0.028405 -0.092124999999999999 -0.14169499999999999 -0.17921000000000001 0.014805000000000004 0.097745000000000012 0.11286500000000002 0.092345000000000024 0.10726500000000001 -0.49499500000000002 0.086275000000000018 0.079225000000000018 0.088720000000000021 -0.10198499999999999 0.11089500000000001 -0.070649999999999991 -0.086254999999999984 0.15891500000000006 0.13775000000000004
decision_type=2 2 2 2 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 -5 -6 7 8 -1 20 15 12 -12 -14 -15 16 22 -18 -19 -17 -4 -8 23 -3
right_child=-2 10 3 4 5 -7 21 -9 -10 -11 11 -13 13 14 -16 19 17 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0011835015009079614 -0.0013980475570895008 -7.3315973884850743e-06 0.0011447444824981654 0.0042861206154403298 0.0030916446801362127 -0.00028621028891691791 -0.0021278921831528702 0.0023765529484797965 -0.0012067782824340602 -0.0016926445858952541 0.0016872501841650922 0.0020891956923203814 -0.0014161701875561989 -0.0012535169404093577 0.00091137700250610643 0.0019373277115839981 -0.0019753276891837442 -0.0011954640065674309 0.00043526562218077896 3.9379169380739879e-05 -0.00071176717902259208 -0.00044073496034432465 -0.0011560693236843129 0.0019698042175837816
leaf_weight=50 57 2056 69 57 66 81 49 48 64 51 73 60 58 54 157 59 82 122 149 57 46 83 57 50
leaf_count=50 57 2056 69 57 66 81 49 48 64 51 73 60 58 54 157 59 82 122 149 57 46 83 57 50
internal_value=0 0.000127724 0.00050998 0.00103859 0.00208419 0.00122481 -0.00015249 0.000592691 -0.000151229 -0.000241439 4.37963e-05 0.000601441 0.000338038 -2.5062e-05 0.000353448 -4.10649e-05 -8.99313e-05 -0.000688297 -0.000295843 0.00101177 0.000395021 -0.00107323 7.34317e-06 3.92203e-05
internal_weight=0 3698 664 370 204 147 294 162 114 166 3034 402 342 269 211 2632 2516 353 271 116 115 132 2163 2106
internal_count=3755 3698 664 370 204 147 294 162 114 166 3034 402 342 269 211 2632 2516 353 271 116 115 132 2163 2106
is_linear=0
shrinkage=0.0995203


Tree=4324
num_leaves=12
num_cat=0
split_feature=20 1 5 3 3 20 20 30 36 0 3
split_gain=0.0333019 0.0140279 0.00992308 0.0150381 0.0138629 0.0120531 0.0147928 0.0120287 0.0116354 0.0102067 0.00978374
threshold=-0.40431 -0.55579999999999996 -0.49053999999999998 0.093835000000000016 -0.15154999999999999 -0.034144999999999995 -0.076194999999999999 0.11146500000000002 0.089290000000000022 0.076335000000000014 0.12061000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 -5 8 9 -6 -7
right_child=1 2 4 5 7 10 -8 -9 -10 -11 -12
leaf_value=-0.0024522842363963234 0.0016994807975761088 -0.00044842530317988405 -0.0016725519296186876 0.0015743302716902247 5.6970144100584355e-05 0.002915645456338125 -0.00090660575093456409 -0.0014454815840841025 0.0015766911237259853 -0.00074430833976622953 0.00090349430822483391
leaf_weight=53 51 91 49 46 3042 47 49 55 48 166 52
leaf_count=53 51 91 49 46 3042 47 49 55 48 166 52
internal_value=0 6.00249e-05 3.68614e-05 0.000600723 -1.07225e-05 0.00109707 0.000286073 1.3624e-05 3.85225e-05 1.52523e-05 0.00186703
internal_weight=0 3696 3645 285 3360 194 95 3311 3256 3208 99
internal_count=3749 3696 3645 285 3360 194 95 3311 3256 3208 99
is_linear=0
shrinkage=0.0995203


Tree=4325
num_leaves=11
num_cat=0
split_feature=20 17 5 3 17 20 3 30 36 0
split_gain=0.0270036 0.00906403 0.00802866 0.0122101 0.0202816 0.0139045 0.00954454 0.00973751 0.0113346 0.00933594
threshold=-0.40431 -0.5696199999999999 -0.49053999999999998 0.093835000000000016 0.047990000000000012 -0.034144999999999995 -0.15154999999999999 0.11146500000000002 0.088655000000000025 0.11291000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -4 8 9 -8
right_child=1 2 6 4 -6 -7 7 -9 -10 -11
leaf_value=-0.0022082325130272059 0.0012676543781871758 -0.00040379797193397916 -0.0013879931684204329 -0.00067369513594021349 0.0024572998286597173 0.0013783684330070465 4.7653251143038155e-05 -0.0013016269318206256 0.0014502327780523657 -0.000744116301787496
leaf_weight=53 60 91 49 70 63 61 3037 55 55 155
leaf_count=53 60 91 49 70 63 61 3037 55 55 155
internal_value=0 5.40512e-05 3.37996e-05 0.000540939 0.000988308 0.000275597 -9.0879e-06 1.11265e-05 3.36149e-05 8.94932e-06
internal_weight=0 3696 3636 285 194 131 3351 3302 3247 3192
internal_count=3749 3696 3636 285 194 131 3351 3302 3247 3192
is_linear=0
shrinkage=0.0995203


Tree=4326
num_leaves=13
num_cat=0
split_feature=6 18 2 19 17 19 18 18 19 8 8 17
split_gain=0.0188368 0.0109269 0.00654712 0.00719268 0.013726 0.0133823 0.0127158 0.00814901 0.00977835 0.0377606 0.0121871 0.0066247
threshold=0.23663500000000004 0.31690500000000005 -0.24163499999999999 0.090505000000000016 -0.55754499999999996 0.081005000000000021 -0.085834999999999995 -0.023444999999999997 0.11183000000000003 -0.086154999999999995 -0.083804999999999991 -0.016209999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 11 9 -9 -10 -5
right_child=-2 -3 3 7 5 -7 -8 8 10 -11 -12 -13
leaf_value=-0.0009123497119716249 -0.0018428690526962022 0.0015386339166696039 0.0017325052602085692 -0.00039056655086727721 -0.00031243259464286443 0.0016230131336812403 0.00015764439970429741 -0.003416078907964078 0.00095398255975101586 0.00028276827315059863 -0.00073484132952168866 0.0012540346941429486
leaf_weight=72 53 48 50 47 755 54 2320 49 63 61 128 49
leaf_count=72 53 48 50 47 755 54 2320 49 63 61 128 49
internal_value=0 4.65621e-05 2.67052e-05 4.58413e-05 9.59217e-05 6.95082e-05 4.19609e-05 -0.000353119 -0.000608901 -0.00135746 -0.000173509 0.000440338
internal_weight=0 3696 3648 3576 3179 3129 3075 397 301 110 191 96
internal_count=3749 3696 3648 3576 3179 3129 3075 397 301 110 191 96
is_linear=0
shrinkage=0.0995203


Tree=4327
num_leaves=19
num_cat=0
split_feature=20 20 4 26 6 5 18 0 0 0 8 21 21 9 9 26 3 18
split_gain=0.0194686 0.0110682 0.0291274 0.00688131 0.0120418 0.0293507 0.0288888 0.00914173 0.0207723 0.0137414 0.0263039 0.0116014 0.00916186 0.0136576 0.0129001 0.00826578 0.00823228 0.00772404
threshold=-0.25378999999999996 -0.15398499999999998 0.10845500000000002 0.10304500000000003 -0.101065 -0.077634999999999996 0.090025000000000022 -0.082494999999999999 -0.083039999999999989 -0.081534999999999982 -0.083294999999999994 -0.0086749999999999987 0.096415000000000015 0.086155000000000023 0.086070000000000021 0.098705000000000029 0.11868500000000003 -0.060544999999999995
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 7 -5 6 -6 8 12 10 -9 -11 14 -14 -3 -13 17 -7
right_child=1 3 -4 4 5 16 -8 9 -10 11 -12 15 13 -15 -16 -17 -18 -19
leaf_value=-0.0016632012402401134 0.0028329079060859571 0.00016178504431068637 -0.00066044872261492276 -0.00069916928188094613 0.0037102822778702664 0.00085759841913669909 0.00047060268582680114 -0.0030242245323737751 0.0020195332359768292 0.0010654439672778588 -0.00012457251795633577 -0.00014522537609523887 -7.7490659393680491e-05 0.0012589462232291289 -0.0004889289985066887 -0.0014563205760984032 0.0010330403014194528 -0.00046231065864336046
leaf_weight=67 48 890 46 89 51 56 60 49 55 76 86 1096 160 142 456 50 72 200
leaf_count=67 48 890 46 89 51 56 60 49 55 76 86 1096 160 142 456 50 72 200
internal_value=0 4.84875e-05 0.00111468 2.03267e-05 0.000352264 0.00056729 0.00196648 -3.66814e-05 0.000116549 -0.000229585 -0.0011831 -0.000123576 5.25427e-05 0.00054819 -5.80567e-05 -0.000203143 9.12876e-05 -0.000170383
internal_weight=0 3682 94 3588 528 439 111 3060 1703 1357 135 1222 1648 302 1346 1146 328 256
internal_count=3749 3682 94 3588 528 439 111 3060 1703 1357 135 1222 1648 302 1346 1146 328 256
is_linear=0
shrinkage=0.0995203


Tree=4328
num_leaves=25
num_cat=0
split_feature=0 8 8 5 0 8 0 0 3 3 3 0 0 3 21 18 21 5 17 21 21 8 21 3
split_gain=0.0087156 0.0205948 0.0450298 0.0215197 0.0152874 0.0147688 0.0145027 0.0129257 0.00982026 0.031054 0.014294 0.0378747 0.0266737 0.0102808 0.00977965 0.0106147 0.00937157 0.00702551 0.0160952 0.00693933 0.0104207 0.00843169 0.00667615 0.00299807
threshold=-0.071799999999999989 -0.073644999999999988 -0.069444999999999993 -0.080724999999999991 -0.069569999999999993 -0.082654999999999992 -0.07298499999999998 -0.032274999999999991 0.085035000000000013 0.084735000000000019 0.083875000000000019 -0.086589999999999986 -0.087504999999999986 0.080495000000000025 0.13765500000000006 0.11570500000000002 0.14016000000000003 -0.11065499999999999 -0.0064000000000000003 0.11280000000000003 0.10683000000000002 -0.082299999999999998 0.11987500000000002 0.11769000000000002
decision_type=2 2 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 7 -5 17 8 -4 9 10 12 -12 13 -1 15 -6 19 -2 -19 20 21 -10 -21 -7
right_child=1 2 3 4 14 23 -8 -9 16 -11 11 -13 -14 -15 -16 -17 -18 18 -20 22 -22 -23 -24 -25
leaf_value=-0.00088755999863028491 0.0009579741833862168 0.003051766302836947 0.0027720677110045734 -0.0017494386662138307 -0.00019683647581945657 -0.0021852614874909885 -0.0018432330853096321 0.00040183028262800378 0.00015097457681383276 -0.0026869615154382796 -0.0011459270259299124 0.0018099944919402404 -0.0025155952674278627 0.00061094188749296458 0.00142992205593697 0.0013507968519674528 -0.0013854100963251472 0.00038783790758580006 -0.0017401724572623325 0.001372561657365465 -0.0012301431704805289 -0.00026258033498272249 -7.0446072528738531e-05 -0.0010060936861573748
leaf_weight=92 48 59 46 48 419 47 53 47 972 61 81 91 64 89 50 49 54 91 57 64 78 979 61 46
leaf_count=92 48 59 46 48 419 47 53 47 972 61 81 91 64 89 50 49 54 91 57 64 78 979 61 46
internal_value=0 0.000130695 0.000416895 0.000179753 -4.93705e-05 -0.000577514 -0.000211317 0.00158301 -0.000178811 -0.000588104 -0.000279114 0.000413202 -0.000768489 -0.000146205 0.000106585 -3.30486e-05 -8.98343e-05 -8.30438e-05 -0.000426203 -5.69746e-05 -0.000101661 -5.61252e-05 0.000661825 -0.00161082
internal_weight=0 1007 718 659 566 289 2739 93 2686 478 417 172 245 181 518 468 2208 196 148 2154 2029 1951 125 93
internal_count=3746 1007 718 659 566 289 2739 93 2686 478 417 172 245 181 518 468 2208 196 148 2154 2029 1951 125 93
is_linear=0
shrinkage=0.0995203


Tree=4329
num_leaves=17
num_cat=0
split_feature=36 0 8 8 5 0 0 8 0 3 2 36 9 3 19 19
split_gain=0.00792407 0.0080537 0.0177769 0.0292916 0.0235792 0.0142008 0.0124385 0.0122586 0.0145042 0.0137102 0.00902095 0.00760787 0.00738499 0.0293139 0.00650876 0.0158545
threshold=0.08605500000000002 -0.071799999999999989 -0.073999999999999996 -0.069444999999999993 -0.080724999999999991 -0.069569999999999993 -0.07298499999999998 -0.10337499999999999 -0.064859999999999987 0.11926500000000002 0.10003000000000002 0.091370000000000021 0.11351500000000002 0.14940500000000004 0.13251500000000005 0.11846000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 -4 -5 -6 12 9 -9 -3 -7 -2 13 14 15 -1
right_child=11 2 3 4 5 10 -8 8 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.00014170388145709684 -0.0017980718366176888 -0.00082341180730558265 0.0024167151427909282 0.0018141404721258958 -0.0016702654998681341 -1.3956742195795325e-05 -0.0017416230387171704 0 -0.0020956091239915649 0.0012041101917876528 0.0013176032317339717 -0.00016413629126925655 -0.0010532581544608114 0.0023262590387742054 0.0007812871598699456 -0.0017428181423687931
leaf_weight=2373 53 68 67 80 47 425 49 57 76 64 57 63 85 48 71 63
leaf_count=2373 53 68 67 80 47 425 49 57 76 64 57 63 85 48 71 63
internal_value=0 -8.1221e-05 0.00016893 0.000440415 0.000221645 -1.76384e-05 -0.000169064 -0.000520524 -0.00119556 0.000153428 0.000141812 -0.000917733 -0.000139567 -0.000108849 -0.0001558 -0.000183448
internal_weight=0 3630 941 676 609 529 2689 265 133 132 482 116 2640 2555 2507 2436
internal_count=3746 3630 941 676 609 529 2689 265 133 132 482 116 2640 2555 2507 2436
is_linear=0
shrinkage=0.0995203


Tree=4330
num_leaves=18
num_cat=0
split_feature=26 9 27 5 9 9 9 17 18 9 9 17 18 3 5 5 5
split_gain=0.00697734 0.012193 0.00950755 0.00631952 0.0150129 0.0248683 0.0113928 0.0110157 0.0318099 0.0135529 0.0105009 0.00955983 0.00730117 0.0168561 0.0074688 0.0739312 0.0199674
threshold=0.15222000000000005 0.11351500000000002 0.10868000000000001 0.30714500000000006 0.09296500000000002 0.089025000000000021 0.097680000000000031 -0.45791500000000002 -0.0065549999999999992 0.086885000000000032 0.10227500000000002 -0.54441499999999998 0.14083500000000002 0.10871500000000002 -0.09583499999999999 -0.11065499999999999 -0.092864999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 -5 11 8 9 -1 -8 -6 14 -14 15 -9 -16
right_child=1 -3 -4 4 6 -7 10 12 -10 -11 -12 -13 13 -15 16 -17 -18
leaf_value=-0.00086194301784904201 0.0013927898811613828 -0.00043782740474448436 0.0010313251100322583 -2.4357936977007989e-05 -5.8592674632063142e-05 0.0027895809782046508 0.0014166300281245789 -8.6128158438604466e-05 0.001057920924654813 -0.003173051171590292 -0.00053054974926779283 -0.0019661290152899191 9.2812836593393483e-05 -0.0020183840898283386 0.0017424210378538015 -0.0036461314127069471 -7.0145962303953062e-05
leaf_weight=52 81 64 69 76 55 52 56 704 49 51 53 51 85 66 62 63 2057
leaf_count=52 81 64 69 76 55 52 56 704 49 51 53 51 85 66 62 63 2057
internal_value=0 0.000579148 -0.000124161 -0.000146966 0.000257925 0.00111241 -0.000246985 -0.000190772 -0.00101848 -0.00201423 0.000462326 -0.000984093 -0.000149076 -0.000824541 -0.000113451 -0.000379608 -1.67255e-05
internal_weight=0 145 3601 3532 343 128 215 3189 152 103 109 106 3037 151 2886 767 2119
internal_count=3746 145 3601 3532 343 128 215 3189 152 103 109 106 3037 151 2886 767 2119
is_linear=0
shrinkage=0.0995203


Tree=4331
num_leaves=20
num_cat=0
split_feature=36 36 0 5 6 26 26 26 9 21 8 3 8 26 17 0 8 8 3
split_gain=0.00669086 0.00658007 0.00632014 0.0150799 0.03747 0.0124985 0.0111823 0.0539802 0.021722 0.031944 0.00906151 0.0203634 0.0182326 0.0186926 0.0169318 0.0118008 0.00771107 0.0131206 0.0102704
threshold=0.086430000000000021 0.091370000000000021 -0.071799999999999989 -0.080724999999999991 -0.034094999999999993 -1.0000000180025095e-35 0.11746500000000003 0.11127500000000003 0.11351500000000002 0.086835000000000009 -0.073999999999999996 0.12212000000000002 -0.069444999999999993 0.11790500000000002 -0.041415 0.036480000000000005 -0.49499500000000002 -0.26194999999999996 0.10214500000000003
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 -4 7 16 9 -8 11 15 -12 14 -14 -5 -1 -18 -19
right_child=1 -3 3 10 -6 -7 8 -9 -10 -11 12 -13 13 -15 -16 -17 17 18 -20
leaf_value=0.001055917541260431 -0.001696050555948821 -0.00015102234438853161 0.0013408124008179058 -0.0021486145198337473 0.003398465047829864 -0.00074454765506421286 0.0026897322377561353 -0.0034663507965284157 -0.0011853049539223229 -0.00050137404058759271 0.001824916345098007 0.00080189794853666445 -0.00011933154101297597 -0.0013624786582762309 0.0012807603373992222 -0.00012318723814498209 -0.0016228595158462517 -0.00021350393177877946 0.00033780163980534579
leaf_weight=53 50 63 47 76 47 72 72 49 47 54 59 64 331 86 115 47 59 1952 403
leaf_count=53 50 63 47 76 47 72 72 49 47 54 59 64 331 86 115 47 59 1952 403
internal_value=0 -0.000841908 -6.34578e-05 0.000157672 0.00101891 7.22029e-05 -0.000141392 -0.000194858 0.000631445 0.00131562 -2.50353e-05 -0.000629749 0.000164919 -1.764e-05 0.000239843 -0.00138133 -0.000129547 -0.000155913 -0.000118814
internal_weight=0 113 3633 944 166 119 2689 2516 173 126 778 187 591 532 446 123 2467 2414 2355
internal_count=3746 113 3633 944 166 119 2689 2516 173 126 778 187 591 532 446 123 2467 2414 2355
is_linear=0
shrinkage=0.0995203


Tree=4332
num_leaves=22
num_cat=0
split_feature=3 4 4 4 6 3 26 3 0 3 6 3 8 17 17 26 6 6 1 26 26
split_gain=0.00964072 0.0260174 0.00879696 0.0116725 0.00825978 0.0305402 0.0333241 0.047645 0.0197295 0.0188984 0.00601247 0.0367217 0.0799741 0.0254383 0.0195978 0.0378404 0.0196385 0.0109895 0.00638954 0.00947667 0.00883623
threshold=0.07728500000000002 0.10386500000000003 0.11541000000000003 0.13662500000000002 0.10449000000000003 0.10850000000000003 0.096535000000000024 0.095135000000000011 -0.044789999999999996 0.092300000000000021 0.087670000000000012 0.085545000000000024 -0.085165000000000005 -0.13530499999999998 -0.036600000000000001 0.11215000000000001 0.092980000000000021 0.087235000000000021 0.52078500000000016 -0.2382 -0.14224499999999998
decision_type=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 9 -7 -6 17 12 -12 -13 16 -16 -15 18 19 -2 -21
right_child=4 2 3 -5 5 8 -8 -9 -10 -11 11 13 -14 14 15 -17 -18 -19 -20 20 -22
leaf_value=0.0023301192547336945 -0.001143466200553189 -0.0010890579346527071 0.0014064041051058854 -0.00065367003418289791 0.0015147628262958145 -0.0017835861354296748 -0.0010827758474235799 0.0036587770389470216 0.00075902664612792373 -0.0011020469712702879 0.00045071141411791071 0.0015695002933779111 -0.0049907585054068965 -0.0024402875261052667 -0.00052111207916593532 0.0018509465821769185 -2.1995124950453869e-05 0.0013210643283241225 -0.0012028188040681582 0.00096771289687990099 -6.6238669326554154e-05
leaf_weight=62 78 55 59 50 63 83 56 73 47 48 57 80 50 75 284 87 61 56 50 85 2188
leaf_count=62 78 55 59 50 63 83 56 73 47 48 57 80 50 75 284 87 61 56 50 85 2188
internal_value=0 0.000593119 -5.85601e-05 0.000453906 -7.7204e-05 0.000367041 0.00103404 0.00168273 -0.000858037 0.000375794 -0.000129628 -0.000388493 -0.00208438 -7.79671e-05 -0.000339537 3.29325e-05 -0.00136163 -5.61768e-05 -8.864e-05 -6.45959e-05 -2.72133e-05
internal_weight=0 226 164 109 3521 370 240 184 130 111 3151 694 107 587 507 371 136 2457 2401 2351 2273
internal_count=3747 226 164 109 3521 370 240 184 130 111 3151 694 107 587 507 371 136 2457 2401 2351 2273
is_linear=0
shrinkage=0.0995203


Tree=4333
num_leaves=18
num_cat=0
split_feature=28 6 3 26 18 2 8 3 30 3 3 17 6 17 8 30 4
split_gain=0.0084549 0.00620605 0.024541 0.0249272 0.0424038 0.0655551 0.0206033 0.00582669 0.0100402 0.00819176 0.0165352 0.0113505 0.0317883 0.0129263 0.00965615 0.011355 0.00503933
threshold=0.083225000000000021 0.10449000000000003 0.10850000000000003 0.096535000000000024 -0.082304999999999989 -0.073884999999999992 -0.050299999999999997 0.14823500000000003 0.080210000000000017 0.12212000000000002 0.11868500000000003 0.061900000000000018 0.088845000000000021 0.053575000000000012 -0.062834999999999988 1.0000000180025095e-35 0.11834000000000001
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 -3 -6 -4 9 -9 10 11 13 -13 -1 15 -11 -16
right_child=-2 2 6 -5 5 -7 -8 8 -10 14 -12 12 -14 -15 16 -17 -18
leaf_value=-1.4356364456992219e-05 0.0010421734673098191 -0.00058293459464960453 0.00037564366657263454 -0.00092318667333474819 0.00077122211028908527 0.0054581722989143376 -0.0021379424350508442 -0.0014171572470140816 0.00035701811279203148 0.0018929380411448976 -0.0015944657603200558 -6.6660751365286709e-05 -0.0018496356774676634 0.0016032128067764038 -0.00093642225908020739 -3.8097850513933131e-05 0.00048568901926575992
leaf_weight=2258 71 67 69 57 81 47 60 83 50 73 73 431 129 50 49 50 49
leaf_count=2258 71 67 69 57 81 47 60 83 50 73 73 431 129 50 49 50 49
internal_value=0 -5.39268e-05 0.000325851 0.000898835 0.00143562 0.00249861 -0.000787121 -9.80888e-05 -0.000744019 -7.06608e-05 -0.000114799 -7.68509e-05 -0.000478844 2.03316e-05 0.000513009 0.00110131 -0.000217013
internal_weight=0 3676 381 252 195 128 129 3295 133 3162 2941 2868 560 2308 221 123 98
internal_count=3747 3676 381 252 195 128 129 3295 133 3162 2941 2868 560 2308 221 123 98
is_linear=0
shrinkage=0.0995203


Tree=4334
num_leaves=22
num_cat=0
split_feature=3 18 9 9 9 6 6 9 6 8 8 0 6 9 17 0 26 0 0 21 4
split_gain=0.0074925 0.0234356 0.00825583 0.0103019 0.00639771 0.0218123 0.0778763 0.0151111 0.012384 0.00858054 0.0214495 0.047307 0.0148884 0.0101089 0.0140971 0.00694496 0.0162741 0.0135881 0.0327827 0.0122213 0.0068804
threshold=0.07728500000000002 -0.019539999999999998 -0.081559999999999994 0.089855000000000032 0.085145000000000012 0.08866000000000003 0.096575000000000022 0.085355000000000028 0.087235000000000021 -0.092299999999999993 -0.086404999999999996 -0.086414999999999992 0.049085000000000011 0.081095000000000014 -0.0069749999999999994 -0.13056499999999996 1.0000000180025095e-35 -0.100285 -0.096359999999999987 0.090715000000000032 0.10739000000000003
decision_type=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 8 -7 -6 9 13 11 -11 -12 14 -2 16 -9 19 -19 -17 -20
right_child=4 2 3 -5 7 6 -8 15 -10 10 12 -13 -14 -15 -16 17 -18 18 20 -21 -22
leaf_value=0.002503168988717813 -0.00096327909210345945 -0.00088896234928043322 0.0016086617657402008 -0.00029437866793870134 0.0018264205251745515 -0.0043679064412502425 0.00048028047603944113 0.00037431883544715081 0.0010878175363534625 -0.00023829357536391189 0.00010704221228720781 -0.0037059618550566867 -0.0011881405341531899 0.0014152604521416676 0.00065157259226873428 -4.3503304901661631e-05 -0.0021339024894860832 -0.00227198967540157 2.2350758818474477e-05 0.0019642388946124719 0.0012187612269322517
leaf_weight=47 92 65 49 65 46 54 83 54 81 130 596 56 103 62 128 53 48 62 1757 67 49
leaf_count=47 92 65 49 65 46 54 83 54 81 130 596 56 103 62 128 53 48 62 1757 67 49
internal_value=0 0.000525388 1.50854e-06 0.000516414 -6.55429e-05 -0.000232231 -0.00142471 4.21556e-05 -0.00010067 -0.000183863 -0.000336624 -0.00128672 -8.26362e-05 0.000292645 -2.00081e-05 2.49302e-06 -0.000797995 4.39762e-05 -2.15399e-05 0.00107066 5.52648e-05
internal_weight=0 226 179 114 3521 1385 137 2136 1248 1167 885 186 699 282 220 2090 102 1988 1868 120 1806
internal_count=3747 226 179 114 3521 1385 137 2136 1248 1167 885 186 699 282 220 2090 102 1988 1868 120 1806
is_linear=0
shrinkage=0.0995203


Tree=4335
num_leaves=17
num_cat=0
split_feature=3 4 4 4 1 3 3 9 4 3 18 1 3 17 17 17
split_gain=0.00606602 0.0199043 0.00758111 0.00979682 0.00572949 0.00478652 0.0145016 0.0143709 0.0136788 0.0123415 0.0271456 0.0118407 0.0107339 0.0103519 0.0189451 0.0130426
threshold=0.07728500000000002 0.10386500000000003 0.11541000000000003 0.13662500000000002 0.52078500000000016 0.091065000000000021 0.090595000000000023 0.091750000000000012 0.085720000000000018 0.092115000000000016 -0.011569999999999999 -0.15353499999999998 0.092510000000000023 0.033280000000000011 0.0021900000000000005 0.061900000000000018
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 8 11 10 -7 -2 -11 14 -14 -15
right_child=4 2 3 -5 -6 9 -8 -9 -10 12 -12 -13 13 15 -16 -17
leaf_value=0.0019923616278102918 -0.0014540490780174549 -0.0010532692638628414 0.0012516394895784038 -0.00063570695939088823 -0.0011173544434832647 0.00237947516894522 -0.0015344620203167725 0.0012545983360834881 0.0014370450673309326 -0.0014921451105525277 -0.00044527595667141388 -0.0001650657162646292 -4.6263396720044369e-05 0.0014404835593896383 -0.0020073422388837405 0.00016347267694751856
leaf_weight=62 75 55 59 50 50 68 74 73 50 47 66 1270 1156 97 51 444
leaf_count=62 75 55 59 50 50 68 74 73 50 47 66 1270 1156 97 51 444
internal_value=0 0.000472741 -9.67588e-05 0.000378374 -5.89507e-05 -4.34684e-05 -0.000174319 -0.000105198 -0.000176943 6.0706e-05 0.000982071 -0.000237551 -7.61954e-06 3.18279e-05 -0.000129804 0.000393951
internal_weight=0 226 164 109 3521 3471 1542 1468 1395 1929 134 1345 1795 1748 1207 541
internal_count=3747 226 164 109 3521 3471 1542 1468 1395 1929 134 1345 1795 1748 1207 541
is_linear=0
shrinkage=0.0995203


Tree=4336
num_leaves=10
num_cat=0
split_feature=20 30 8 7 21 18 17 20 3
split_gain=0.024782 0.0231362 0.0110712 0.0120315 0.0108371 0.0220758 0.0181195 0.0155432 0.00767251
threshold=-0.24910499999999999 -1.0000000180025095e-35 -0.48834 0.085015000000000021 0.10817500000000002 -0.17307499999999998 -0.55026999999999993 -0.092114999999999989 0.10325000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -6 -9
right_child=1 2 3 -5 7 6 -8 8 -10
leaf_value=0.0018458000163083911 0.0021767736821537553 -0.0011382577878564187 0.0016998150635319962 -0.0012257296855921211 -0.002049407990049924 -0.0011489425089501143 0.00010442083668566683 -0.00087761381698322225 8.6631575557096928e-05
leaf_weight=74 48 86 83 77 52 119 2821 118 262
leaf_count=74 48 86 83 77 52 119 2821 118 262
internal_value=0 6.02234e-06 -2.25508e-05 4.38361e-06 3.20355e-05 9.88858e-05 5.3411e-05 -0.000433866 -0.000210638
internal_weight=0 3666 3618 3532 3455 3023 2940 432 380
internal_count=3740 3666 3618 3532 3455 3023 2940 432 380
is_linear=0
shrinkage=0.0995203


Tree=4337
num_leaves=13
num_cat=0
split_feature=6 26 26 26 10 20 20 20 21 6 5 3
split_gain=0.0249355 0.0226869 0.0115863 0.0436942 0.0123668 0.0126587 0.0259514 0.0173263 0.0190787 0.0140336 0.0110406 0.00891755
threshold=0.23153500000000005 0.50635500000000022 -0.15866 -0.23202999999999999 0.090150000000000022 -0.049534999999999996 -0.066104999999999983 -0.0078249999999999986 0.10009000000000003 0.049085000000000011 -0.47386999999999996 0.10669500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 6 9 8 -7 -4 -9 -1
right_child=-2 -3 4 -5 -6 7 -8 10 -10 -11 -12 -13
leaf_value=0.00043458434200577408 0.0020340619644658186 0.0019410587789352228 -9.0038267454365832e-05 0.0028859959392233533 -0.0015204968688685191 0.0015233058861933973 -0.0020914211801869717 -0.00088698861836233769 -0.00048709875711962729 -0.0016641126418082816 5.5981057495587804e-05 -0.0013444413445112171
leaf_weight=58 61 59 893 62 57 156 77 131 66 60 2007 53
leaf_count=58 61 59 893 62 57 156 77 131 66 60 2007 53
internal_value=0 5.06544e-06 -2.62619e-05 0.000768106 -6.63676e-05 -4.16761e-05 -0.00033294 8.50962e-05 0.000921931 -0.00019 -1.41391e-06 -0.000407486
internal_weight=0 3679 3620 173 3447 3390 1030 2360 222 953 2138 111
internal_count=3740 3679 3620 173 3447 3390 1030 2360 222 953 2138 111
is_linear=0
shrinkage=0.0995203


Tree=4338
num_leaves=15
num_cat=0
split_feature=21 26 20 20 3 20 8 5 1 2 2 21 26 26
split_gain=0.0208757 0.0184979 0.00831454 0.0213539 0.0303374 0.0150716 0.0138272 0.0111084 0.010246 0.0147998 0.0126444 0.0112708 0.0100264 0.0268463
threshold=-0.10223999999999998 0.50635500000000022 -0.049534999999999996 -0.072005 0.11816500000000002 -0.017315000000000001 -0.06520999999999999 0.63223000000000018 -0.049499999999999995 0.094050000000000022 -0.045109999999999997 0.10009000000000003 -0.23202999999999999 -0.14224499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -5 6 -4 12 10 11 -2 -10 -7 -14
right_child=1 -3 5 4 -6 7 -8 -9 9 -11 -12 -13 13 -15
leaf_value=0.0016351123606583009 3.3541829526886818e-06 0.0017478841870183157 5.8238776910015163e-05 -0.0025847076123419132 0.00038724630519300926 -0.0013831190999941095 0.0024915915236819828 -0.0015067123890201155 -0.00032241245901691167 0.0015267566007351125 -0.0022562944109850466 0.00048943571748245667 0.0024648111188097619 3.5375701845045059e-05
leaf_weight=79 51 59 46 85 56 47 48 46 597 60 46 236 46 2238
leaf_count=79 51 59 46 85 56 47 48 46 597 60 46 236 46 2238
internal_value=0 0 -2.86547e-05 -0.000252311 -0.00139855 7.33836e-05 0.00130951 2.41557e-05 -8.82316e-05 1.63853e-05 -0.00105979 -9.14223e-05 5.47171e-05 8.46633e-05
internal_weight=0 3661 3602 1131 141 2471 94 2377 990 893 97 833 2331 2284
internal_count=3740 3661 3602 1131 141 2471 94 2377 990 893 97 833 2331 2284
is_linear=0
shrinkage=0.0995203


Tree=4339
num_leaves=9
num_cat=0
split_feature=6 30 8 7 4 4 27 4
split_gain=0.0199441 0.0184522 0.00863601 0.00998628 0.0120174 0.0154186 0.014451 0.00985218
threshold=0.23153500000000005 -1.0000000180025095e-35 -0.48834 0.085015000000000021 0.13584500000000002 0.13146500000000003 0.087525000000000019 0.11860000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -6 -4
right_child=-2 2 3 -5 6 -7 -8 -9
leaf_value=0.0019822852235751266 0.0018159505672023296 -0.0010089172215429632 -1.0337422573608581e-05 -0.0011206015229776522 0.0019294363909184468 -0.0017806846941922237 -0.00026040456471202556 0.001135889825126597
leaf_weight=46 61 86 3225 77 70 48 51 76
leaf_count=46 61 86 3225 77 70 48 51 76
internal_value=0 1.35161e-06 -2.35051e-05 1.56269e-07 2.5262e-05 -9.69945e-06 0.00099968 1.58046e-05
internal_weight=0 3679 3633 3547 3470 3349 121 3301
internal_count=3740 3679 3633 3547 3470 3349 121 3301
is_linear=0
shrinkage=0.0995203


Tree=4340
num_leaves=16
num_cat=0
split_feature=8 8 4 5 29 4 4 9 2 3 21 3 8 26 5
split_gain=0.00927583 0.0166958 0.0092404 0.011611 0.0115739 0.00984193 0.01128 0.0119989 0.0056964 0.00595394 0.00606606 0.0151622 0.00972946 0.00852244 0.00520509
threshold=-0.092299999999999993 -0.091284999999999991 0.13146500000000003 -0.41397 -0.08570499999999999 0.11689000000000002 0.10845500000000002 -0.093949999999999992 0.50951500000000005 0.15108000000000005 -0.072824999999999987 0.12651000000000004 -0.094139999999999988 0.090545000000000028 -0.16926499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 4 -4 -3 6 7 -6 9 10 -1 12 13 -12 -8
right_child=1 2 3 -5 5 -7 14 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.00074242321408385197 -0.0018626631868812276 0.0013700254989053493 -0.0018580376597207543 1.0662237921247799e-05 -0.0015068734096039876 0.0011320669886180706 -0.00042794484882684072 -4.6614366564084755e-05 0.001256578050647922 -0.00087707365534599863 -0.00031901233709816999 0.0019695575443935531 0.0013809399744987452 0.0006587006311675436 -0.0019532279754719455
leaf_weight=51 54 55 65 65 57 64 46 2632 55 47 255 54 60 135 46
leaf_count=51 54 55 65 65 57 64 46 2632 55 47 255 54 60 135 46
internal_value=0 -0.000127306 -9.61087e-05 -0.000917391 -5.90103e-05 -8.69244e-05 -0.000115272 -7.78726e-05 0.000284345 0.00019416 0.000286352 0.000392079 0.000200962 1.73278e-05 -0.00119949
internal_weight=0 3084 3030 130 2900 2845 2781 2689 657 602 555 504 450 390 92
internal_count=3741 3084 3030 130 2900 2845 2781 2689 657 602 555 504 450 390 92
is_linear=0
shrinkage=0.0995203


Tree=4341
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 1 9 18 1 2 2 3 21 4 3 1 4 5 4 3 0 18 0 5 5 5 3 5 3 1
split_gain=0.0084327 0.0101831 0.0211707 0.0205615 0.0166504 0.0198789 0.0224846 0.0104557 0.0172684 0.015933 0.00996261 0.00846952 0.0210301 0.0196913 0.0209488 0.0261161 0.0196231 0.0160045 0.0196393 0.0133067 0.0110969 0.00834218 0.018397 0.0136159 0.0116182 0.028534 0.0217699 0.0112717 0.0109555 0.00951302
threshold=-0.011474999999999999 -0.082635 -0.081889999999999991 -0.084204999999999988 -0.085184999999999997 -0.087734999999999994 0.085355000000000028 -0.077844999999999998 -0.090374999999999997 -0.084804999999999992 -0.0072299999999999994 0.12061000000000002 0.10089500000000003 0.085720000000000018 0.08511500000000001 0.00039500000000000011 0.089610000000000009 0.063170000000000018 0.12146000000000003 0.10726500000000001 -0.117355 -0.12881499999999999 -0.050494999999999991 0.51100000000000012 -0.09583499999999999 -0.14822499999999997 0.11553000000000002 -0.081415000000000001 0.098000000000000018 0.060860000000000011
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 9 -9 -1 -2 12 13 14 -12 -16 -15 18 -13 -18 -20 23 24 28 25 -23 -26 -24 -4 -25
right_child=10 2 21 -5 -6 6 -8 8 -10 -11 11 17 -14 16 15 -17 19 -19 20 -21 -22 22 27 29 26 -27 -28 -29 -30 -31
leaf_value=-0.0001145056981415931 0.0014747254305966706 -0.0021717099778822404 0.00012094110097900674 0.0017614077979154104 -0.0018011875013758921 0.0029266743137767279 -1.3170663582448198e-08 -3.967434841818873e-05 0.0017963113894213644 -0.0019215640380622536 0.00094123252350617013 -0.0024255354354172629 0.0020170530707208228 0.002405168470193605 -0.0031061745575650555 8.5708391340745698e-05 -0.00041658054637115112 0.0012616192813652994 0.00086589660843959645 0.0011884028444256681 -0.00090475799230561806 -0.00028676208450992524 -0.00053559760244235616 -0.0012111797036933102 -0.00041334782879042127 0.0014494179179246303 0.0015562738896529556 -0.0025755686551482671 0.0022492333573722796 0.00068052576047972072
leaf_weight=202 60 55 46 73 47 50 53 297 61 64 46 51 67 50 54 47 130 49 61 84 82 291 58 59 1257 138 58 52 52 47
leaf_count=202 60 55 46 73 47 50 53 297 61 64 46 51 67 50 54 47 130 49 61 84 82 291 58 59 1257 138 58 52 52 47
internal_value=0 -0.000126293 -0.000243319 0.000164682 1.30287e-05 0.000131443 0.00141276 -7.87455e-05 0.000270875 -0.000552364 0.000241164 0.000137374 0.000381381 0.000112747 -0.000807968 -0.00161274 0.000628519 -0.000339238 -0.000747798 0.000209588 -0.000143719 -0.000191385 -0.00025812 0.000411114 -0.000178855 0.000269821 -0.000325852 -0.00150739 0.00125859 -0.000364682
internal_weight=0 2960 2113 847 774 727 103 624 358 266 781 721 478 411 147 101 264 243 194 214 143 2058 1854 204 1744 429 1315 110 98 106
internal_count=3741 2960 2113 847 774 727 103 624 358 266 781 721 478 411 147 101 264 243 194 214 143 2058 1854 204 1744 429 1315 110 98 106
is_linear=0
shrinkage=0.0995203


Tree=4342
num_leaves=27
num_cat=0
split_feature=17 18 18 17 26 26 18 18 26 3 3 17 9 26 18 6 5 17 4 21 1 17 17 17 1 21
split_gain=0.0142652 0.0298788 0.06401 0.026571 0.0719632 0.056554 0.0142524 0.0135543 0.0124586 0.0382365 0.0326741 0.0244252 0.0235274 0.0164381 0.0281661 0.0218897 0.011437 0.0488264 0.0260632 0.0311711 0.0288401 0.0177234 0.0128681 0.0112455 0.011239 0.00912207
threshold=-0.0073949999999999997 -0.080424999999999996 -0.087529999999999983 -0.013125 0.08919500000000001 0.086325000000000027 -0.073454999999999993 -0.099739999999999995 0.088605000000000017 0.086535000000000015 0.092200000000000018 0.070205000000000017 0.09518500000000002 0.087170000000000011 -0.0086449999999999982 0.085955000000000018 -0.070260000000000003 -0.017704999999999995 0.087965000000000029 0.087625000000000022 -0.078729999999999994 -0.026504999999999997 -0.062765000000000001 -0.068169999999999994 -0.077945 0.10900500000000002
decision_type=2 2 2 2 2 2 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 16 5 -5 -3 -2 13 -10 11 -11 -12 14 -8 -15 18 21 19 20 -1 22 23 -18 -24 -16
right_child=1 6 -4 4 -6 -7 8 -9 9 10 12 -13 -14 15 25 -17 17 -19 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=-0.00068266220511164176 -0.0010081429053404672 0.001536310913135849 -0.0037280676185492134 0.0016501735918767065 0.0045024150613462866 -0.002739028326100719 -0.0023579080491956338 0.0013667524834260918 -0.0029488092091595197 0.0022120531951019319 -0.001536715526473372 -0.00044182157658336971 -4.7233008086366097e-05 -0.00013756117293859803 0.00018594640937118871 0.0026592604281112961 -3.2939413711203547e-06 -0.0031085916964693236 0.0023234918488149164 -0.0019655562287628436 0.0020536810998977801 0.0018466086823781154 1.5072642837222073e-05 0.0015489885357960326 -0.0018158338389116309 -0.0008358254687041946
leaf_weight=70 47 50 73 79 50 46 51 48 58 79 186 60 244 57 682 53 1222 51 67 55 83 51 60 48 72 99
leaf_count=70 47 50 73 79 50 46 51 48 58 79 186 60 244 57 682 53 1222 51 67 55 83 51 60 48 72 99
internal_value=0 -0.000247787 -0.00151147 0.000141175 0.00131137 2.83979e-05 -0.000116151 0.000183187 -0.000169333 -0.000513205 -0.000263497 0.00106061 -0.000693425 5.86815e-05 -9.15682e-05 0.00120256 2.56034e-05 -8.18165e-05 0.000616069 6.21457e-05 0.000796409 2.38594e-05 -4.18622e-05 5.47305e-05 -0.000977402 5.53778e-05
internal_weight=0 1787 168 1954 175 125 1619 95 1569 627 569 139 430 942 832 110 1779 1504 275 208 153 1453 1402 1270 132 781
internal_count=3741 1787 168 1954 175 125 1619 95 1569 627 569 139 430 942 832 110 1779 1504 275 208 153 1453 1402 1270 132 781
is_linear=0
shrinkage=0.0995203


Tree=4343
num_leaves=25
num_cat=0
split_feature=17 17 18 18 18 2 8 8 18 8 8 6 2 17 29 8 5 17 18 5 21 9 21 4
split_gain=0.011587 0.0236309 0.0530509 0.0224147 0.0466158 0.0151243 0.0134955 0.0257398 0.0137028 0.0125269 0.0200766 0.0181398 0.0116648 0.0130845 0.0114632 0.0137073 0.010881 0.00996876 0.00955898 0.0197021 0.0106943 0.0151562 0.0123894 0.0067702
threshold=-0.0077549999999999997 -0.012064999999999999 -0.021369999999999997 -0.080424999999999996 -0.087529999999999983 -0.082904999999999993 -0.11187999999999999 -0.15530999999999998 -0.073454999999999993 -0.057284999999999996 -0.068099999999999994 0.11690000000000002 0.31326500000000007 -0.015464999999999998 -0.011859999999999999 1.0000000180025095e-35 -0.0086449999999999982 0.056905000000000011 0.15374500000000005 0.23074000000000006 -0.046224999999999995 0.084115000000000009 -0.0050399999999999993 0.13255000000000003
decision_type=2 2 2 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 16 -4 7 17 -8 10 11 -10 13 18 -11 -16 -2 23 20 -20 21 -1 -22 -5
right_child=3 2 5 6 -6 -7 8 -9 9 14 -12 -13 -14 -15 15 -17 -18 -19 19 -21 22 -23 -24 -25
leaf_value=-0.0019622733196225893 -0.00092138808197307815 0.0039349537949030979 0.0012101837968308887 -0.0012852473615415465 -0.0031876407095539185 -0.0013138881859854918 0.0013834169506840273 0.0025101061974103032 -0.00022779480817433 0.0014082216521393977 -0.0020175255272241177 -0.0021077449301077252 0.0015128798800486257 -0.0014838020127776303 0.00033392787196588641 -0.00085087667260829846 0.0011955170987267159 0.00085440291321018931 -0.0021317916799665393 0.00062644513277689429 0.0017115959570476946 0.00028375428580985001 0.00011584444301912899 0.00024941309513030368
leaf_weight=58 48 51 47 61 74 47 50 53 702 59 81 55 51 58 282 147 48 85 57 46 50 60 1419 52
leaf_count=58 48 51 47 61 74 47 50 53 702 59 81 55 51 58 282 147 48 85 57 46 50 60 1419 52
internal_value=0 0.000128098 0.0013504 -0.000222366 -0.00131016 -4.31434e-05 -0.000108203 0.000561944 -0.000231041 -0.000292536 -0.000526128 -0.000365465 2.91249e-05 -1.36971e-05 0.000106914 -7.01459e-05 0.000128537 3.63315e-05 3.62718e-05 -0.00089201 9.70353e-05 -0.000813288 0.000170716 -0.000571788
internal_weight=0 1944 145 1797 170 94 1627 251 1376 1326 838 757 1799 1748 488 429 96 198 1690 103 1587 118 1469 113
internal_count=3741 1944 145 1797 170 94 1627 251 1376 1326 838 757 1799 1748 488 429 96 198 1690 103 1587 118 1469 113
is_linear=0
shrinkage=0.0995203


Tree=4344
num_leaves=16
num_cat=0
split_feature=20 20 20 2 21 2 3 21 2 20 21 21 6 21 3
split_gain=0.0371692 0.00613931 0.011178 0.0269647 0.0101081 0.0157208 0.0216655 0.0436768 0.0166068 0.00990145 0.00800181 0.00766666 0.0227305 0.00569607 0.00552878
threshold=-0.41270499999999993 -0.086134999999999989 -0.08323499999999999 -0.086304999999999993 -0.092419999999999988 -0.095204999999999998 0.10850000000000003 0.090520000000000017 -0.01504 -0.11197 -0.085914999999999991 -0.079684999999999992 -0.0093650000000000001 -0.0086749999999999987 0.080495000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 -2 9 7 8 -7 -6 -4 12 -12 -13 -15
right_child=1 2 10 -5 5 6 -8 -9 -10 -11 11 13 -14 14 -16
leaf_value=0.0027366125580883362 0.00081788661266779983 0.002600673118484176 0.001146352565807438 -0.00029983082966737132 -0.00050405309462474399 -0.00051288679263954238 -0.0024498056542412781 0.0021705908149080833 -0.0028647966941591097 0.0015209564703857813 0.00042101468772060225 0.00073966681342122452 -0.002554694408331587 -0.00057440796900252468 -2.2769187061400182e-05
leaf_weight=48 56 54 55 76 49 84 75 47 47 46 56 91 46 193 2732
leaf_count=48 56 54 55 76 49 84 75 47 47 46 56 91 46 193 2732
internal_value=0 -5.05464e-05 -5.50357e-06 0.000898697 -0.000416779 -0.000617813 -0.00102871 -0.000425338 -0.00136295 0.000467861 -4.28073e-05 -6.40461e-05 -0.000912947 -3.50651e-05 -5.94478e-05
internal_weight=0 3707 3303 130 404 348 253 178 131 95 3173 3118 102 3016 2925
internal_count=3755 3707 3303 130 404 348 253 178 131 95 3173 3118 102 3016 2925
is_linear=0
shrinkage=0.0995203


Tree=4345
num_leaves=26
num_cat=0
split_feature=20 0 17 4 5 4 26 17 26 0 17 26 0 26 8 26 26 17 8 26 26 4 5 8 8
split_gain=0.0301394 0.00569494 0.0143607 0.0245505 0.0499775 0.0206942 0.00790243 0.0186184 0.0370842 0.0318144 0.0378598 0.0247495 0.0123465 0.0370788 0.0461778 0.0249913 0.0236681 0.0210004 0.0176858 0.0149806 0.0160538 0.0100725 0.0186955 0.0127662 0.00103218
threshold=-0.41270499999999993 -0.15137999999999999 -0.087329999999999991 0.095805000000000015 -0.09583499999999999 0.10990500000000002 0.087170000000000011 0.048755000000000014 0.085740000000000025 -0.085754999999999984 0.11180000000000002 0.086685000000000026 -0.082494999999999999 0.088775000000000021 -0.084129999999999996 0.089365000000000014 0.088605000000000017 -0.0023699999999999997 -0.081534999999999982 0.089275000000000021 0.09167500000000002 0.13707500000000003 -0.50544999999999984 -0.082184999999999994 -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 2
left_child=-1 2 -2 4 -4 -5 7 11 9 -9 -11 21 13 14 17 -15 -14 -8 -17 -18 -21 22 -3 -23 -7
right_child=1 6 3 5 -6 24 12 8 -10 10 -12 -13 16 15 -16 18 19 -19 -20 20 -22 23 -24 -25 -26
leaf_value=0.0024642644873416582 -0.0012015444429351655 0.001640065517738854 -0.00012968268826264758 -0.0017849912175109839 0.0037368976240601858 0.00028806510155730207 -0.0005568890478548069 -0.0020295603018293785 -0.003524093571891854 -0.0019989516471930649 0.0014075023904470507 0.0021584915427412922 -0.0020129037455459556 -0.0022309642850128343 0.0041038302653654164 0.00066310571532318674 0.0017318455322496845 0.0018578697194094561 -0.00074010129106977924 -0.0010357066851609503 8.8831027243665308e-05 0 -0.00017072113533040588 -0.0023185393813446179 0.00098053769651534439
leaf_weight=48 50 59 73 55 60 47 72 83 47 46 108 47 63 48 52 256 46 70 136 153 701 48 1293 47 47
leaf_count=48 50 59 73 55 60 47 72 83 47 46 108 47 63 48 52 256 46 70 136 153 701 48 1293 47 47
internal_value=0 -4.5516e-05 0.000347292 0.000624812 0.00160848 -0.000247738 -8.43993e-05 -0.000228839 -0.000967769 -0.000457363 0.000384674 -8.78254e-05 7.58985e-05 0.000417272 0.00156368 -8.63298e-05 -0.000147998 0.00062772 0.00017419 -1.65449e-05 -0.000111679 -0.000161354 -9.10946e-05 -0.00115264 0.000643011
internal_weight=0 3707 332 282 133 149 3375 1778 284 237 154 1494 1597 634 194 440 963 142 392 900 854 1447 1352 95 94
internal_count=3755 3707 332 282 133 149 3375 1778 284 237 154 1494 1597 634 194 440 963 142 392 900 854 1447 1352 95 94
is_linear=0
shrinkage=0.0995203


Tree=4346
num_leaves=16
num_cat=0
split_feature=6 29 21 3 3 3 21 29 6 1 17 2 1 3 18
split_gain=0.0190822 0.00489626 0.00484326 0.011281 0.0138147 0.0113006 0.0188571 0.0103738 0.00671338 0.0155588 0.0248218 0.0144426 0.0083855 0.00752033 0.00663031
threshold=0.23153500000000005 0.12951500000000005 0.090995000000000006 0.08844500000000001 0.091065000000000021 0.092735000000000026 0.098000000000000018 0.0061000000000000013 -0.25061999999999995 0.0022300000000000006 0.067035000000000025 0.0066850000000000008 -0.0084199999999999987 0.11816500000000002 -0.019539999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 14 -5 -6 -7 8 11 12 -11 13 -10 -1 -4
right_child=-2 -3 3 4 5 6 -8 -9 9 10 -12 -13 -14 -15 -16
leaf_value=-0.00050273933865339513 0.0017052166536428287 0.00095621695215210615 -0.00013950323018721591 -0.0015815922331789245 0.0012446256439510664 -0.0013056426006631354 -5.0726780566873258e-05 -0.0014090609479062322 6.0164893820857906e-05 0.0014315513203296795 -0.0004591836725852504 -0.0014875731292696335 -0.00057544903496582495 0.00096336278353235385 0.0013638112032004399
leaf_weight=78 63 48 53 86 47 156 501 50 1933 193 106 87 230 62 62
leaf_count=78 63 48 53 86 47 156 501 50 1933 193 106 87 230 62 62
internal_value=0 -4.14371e-05 -5.48032e-05 -0.000254442 -0.000389155 -0.000242325 -0.000349944 1.0861e-05 3.75679e-05 8.55982e-05 0.000758519 -0.000479754 -7.04389e-06 0.000140687 0.000663861
internal_weight=0 3692 3644 905 790 704 657 2739 2689 2462 299 227 2163 140 115
internal_count=3755 3692 3644 905 790 704 657 2739 2689 2462 299 227 2163 140 115
is_linear=0
shrinkage=0.0995203


Tree=4347
num_leaves=17
num_cat=0
split_feature=20 20 17 8 20 2 26 4 20 2 21 8 26 2 21 21
split_gain=0.0221695 0.00498132 0.00926472 0.014176 0.0420298 0.0137625 0.0127765 0.0105126 0.00865477 0.0182777 0.00839315 0.00572817 0.0109704 0.0158697 0.00524561 0.00732508
threshold=-0.41270499999999993 -0.086134999999999989 -0.46515999999999996 -0.0092799999999999983 -0.09638999999999999 -0.065999999999999989 0.081750000000000031 0.10947000000000003 -0.083330000000000001 -0.086304999999999993 -0.080634999999999998 0.24853500000000003 -0.100565 -0.082594999999999988 -0.085914999999999991 -0.079684999999999992
decision_type=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 -4 9 -3 -8 12 13 -10 -14 -16
right_child=1 8 3 4 -6 -7 10 -9 11 -11 -12 -13 14 -15 15 -17
leaf_value=0.0021140237663914928 0.00090816391106115471 0.0022406045274011473 0.0019007658425012305 -0.0011791526401510673 -0.0034100655911401163 0.0011675567627842305 9.8202729245953113e-05 -0.00016874573809146133 -4.0645486027933904e-05 -0.00019887744945113359 -0.0016857285738929066 0.0010718042916048709 0.0010008443804861919 -0.0024324804907389819 -0.00086857119172554479 1.8646090824232048e-06
leaf_weight=48 49 52 47 50 57 49 53 49 70 72 50 46 50 46 99 2868
leaf_count=48 49 52 47 50 57 49 53 49 70 72 50 46 50 46 99 2868
internal_value=0 -3.84838e-05 -0.000368358 -0.00054686 -0.00125719 -9.38106e-06 5.86507e-06 0.000835926 1.61633e-06 0.00081753 -0.000759836 -2.99517e-05 -4.63894e-05 -0.00099619 -9.59939e-06 -2.69034e-05
internal_weight=0 3707 404 355 156 99 199 96 3303 124 103 3179 3133 116 3017 2967
internal_count=3755 3707 404 355 156 99 199 96 3303 124 103 3179 3133 116 3017 2967
is_linear=0
shrinkage=0.0995203


Tree=4348
num_leaves=26
num_cat=0
split_feature=8 0 0 26 1 2 0 0 17 17 26 2 8 0 20 27 8 1 1 1 6 10 29 1 29
split_gain=0.00887116 0.0129743 0.0170533 0.01243 0.0399632 0.0362631 0.017724 0.0154971 0.0124333 0.0194629 0.0188002 0.0112873 0.0112186 0.0410773 0.00953485 0.00906443 0.0336068 0.0100024 0.0173576 0.0102409 0.0189292 0.00816206 0.00814808 0.00789527 0.00551633
threshold=-0.086914999999999992 -0.080500000000000002 -0.082339999999999983 0.08425500000000001 -0.011484999999999999 -0.085209999999999994 -0.14574499999999999 -0.12236 -0.019465 -0.0058449999999999995 0.087495000000000031 -0.083534999999999984 -0.085764999999999994 -0.088174999999999989 -0.068114999999999995 1.0000000180025095e-35 -0.07034 0.40780000000000011 0.5074550000000001 0.15756500000000004 -0.11345499999999999 0.086275000000000018 0.0050600000000000011 -0.087154999999999996 -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
left_child=1 2 3 4 5 -1 -6 -8 11 -10 -11 -5 13 -2 -3 17 24 19 -19 21 -21 22 -14 -16 -17
right_child=12 14 -4 8 6 -7 7 -9 9 10 -12 -13 15 -15 23 16 -18 18 -20 20 -22 -23 -24 -25 -26
leaf_value=0.00035301635599073081 0.0010177196466311191 0.00065323936079407594 0.0021122463130501274 -1.4729230677299906e-05 0.0010310966302389511 0.0038947179256368638 -0.0022575008523476221 5.324436426842494e-05 0.0016332420196432018 -0.0012786612538551346 0.00041601167814988123 -0.0019791994000439607 -9.5985477378838862e-05 -0.0025173724158929094 -0.00012895938670306971 0.001185138934791781 -0.0024593914987364276 -0.0018488747360203683 0.00051434626911875674 -0.00044640446176531719 0.0023127744488662745 0.001049742444471856 0.0012284717969917535 -0.0015367071918133439 -0.00029565937408996331
leaf_weight=55 56 54 53 63 81 61 48 70 78 96 199 55 2043 77 77 46 70 76 51 46 52 67 47 84 53
leaf_count=55 56 54 53 63 81 61 48 70 78 96 199 55 2043 77 77 46 70 76 51 46 52 67 47 84 53
internal_value=0 0.000207219 0.000380803 0.000265933 0.000754022 0.00222252 -9.78739e-05 -0.000879783 -4.55321e-05 0.000234391 -0.0001327 -0.00093731 -0.000131117 -0.00102276 -0.000482504 -8.43092e-05 -0.000788822 -3.39812e-05 -0.000893419 1.40587e-05 0.0010093 -3.07789e-05 -6.58093e-05 -0.000868521 0.00038412
internal_weight=0 1074 859 806 315 116 199 118 491 373 295 118 2684 133 215 2551 169 2382 127 2255 98 2157 2090 161 99
internal_count=3758 1074 859 806 315 116 199 118 491 373 295 118 2684 133 215 2551 169 2382 127 2255 98 2157 2090 161 99
is_linear=0
shrinkage=0.0995203


Tree=4349
num_leaves=28
num_cat=0
split_feature=5 18 5 17 17 4 17 20 5 17 5 6 26 5 5 18 17 18 18 18 2 2 0 0 26 26 0
split_gain=0.00758875 0.017124 0.0140686 0.0113447 0.03551 0.0110687 0.0229834 0.0204359 0.0107713 0.0245907 0.0226404 0.019021 0.0175121 0.0134304 0.0124573 0.00633419 0.0237562 0.0347356 0.0382758 0.0203529 0.0218412 0.0236447 0.0120993 0.012813 0.00866559 0.030462 0.00708196
threshold=-0.02504 -0.083775000000000002 -0.019465 -0.0062099999999999994 -0.0096999999999999986 0.087965000000000029 -0.036600000000000001 -0.071149999999999991 -0.088174999999999989 0.00079000000000000023 -0.093384999999999982 0.098855000000000012 0.089485000000000023 -0.11065499999999999 -0.27860999999999997 -0.089929999999999996 -0.092649999999999996 -0.097709999999999991 -0.092584999999999987 -0.097709999999999991 -0.095204999999999998 -0.079844999999999985 0.12433000000000002 0.056590000000000008 0.10393000000000002 0.097315000000000026 -0.067839999999999998
decision_type=2 2 2 2 2 2 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 6 7 -3 10 -10 13 12 -11 14 -5 16 19 -18 -19 20 26 -22 23 24 25 -17 -4
right_child=2 3 15 8 -6 -7 -8 -9 9 11 -12 -13 -14 -15 -16 22 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=0.0018305084124156693 -0.0014679004040087373 0.00087672419021383693 0.00017339816887214013 -0.00016061233698392717 0.0030605587225489184 0.0011570402607070822 0.0012140296392261971 -0.0013661440325278161 -0.0021521929150004619 -0.00076237271782937763 0.001693947210112855 -0.0014082851135946168 0.00099164612145012003 -0.0012581374052716508 0.00075206841126068929 -2.7303663578660969e-05 0.00060837052806434855 -0.0045445814045716763 -0.00085435976331204786 0.0013686963040770697 -0.0024226751711231296 -0.00027450260339572865 0.0011355344408408418 -0.0015892354288800242 -0.00092367533270543828 0.0025688639273287535 0.0017849882160094336
leaf_weight=56 79 56 63 553 48 88 88 140 74 91 81 86 147 82 202 930 59 47 70 88 65 237 90 52 90 47 49
leaf_count=56 79 56 63 553 48 88 88 140 74 91 81 86 147 82 202 930 59 47 70 88 65 237 90 52 90 47 49
internal_value=0 0.000117125 -0.000165929 6.13827e-05 0.000511988 0.000180939 -0.000118633 -0.000721148 -8.18053e-05 -0.000514567 0.000104927 -0.000138014 0.000317552 -4.78711e-05 8.24909e-05 -0.000110987 -0.000354551 -0.00134947 -0.00234375 -4.10346e-06 -0.000297884 -0.000739569 2.49248e-05 -6.36689e-05 9.91213e-06 9.6751e-05 0.000885778
internal_weight=0 1792 1966 1736 420 372 284 196 1316 398 918 324 238 837 755 1887 678 176 117 502 414 302 1209 1119 1067 977 112
internal_count=3758 1792 1966 1736 420 372 284 196 1316 398 918 324 238 837 755 1887 678 176 117 502 414 302 1209 1119 1067 977 112
is_linear=0
shrinkage=0.0995203


Tree=4350
num_leaves=22
num_cat=0
split_feature=24 3 3 2 9 3 9 1 35 5 5 3 3 3 9 3 5 3 21 21 21
split_gain=0.00807058 0.00827039 0.0252973 0.0639452 0.00907506 0.0127201 0.0126155 0.00880267 0.0115498 0.00641103 0.031503 0.0131448 0.0563141 0.0374855 0.0186534 0.0128026 0.0117343 0.00789197 0.0100476 0.00951201 0.00684961
threshold=0.10415500000000003 0.084235000000000018 0.083595000000000017 -0.08569499999999998 0.083875000000000019 0.080495000000000025 0.10371500000000002 0.015980000000000005 -0.081665000000000001 -0.017704999999999995 -0.021739999999999999 0.088115000000000013 0.087570000000000023 0.089005000000000015 0.08758500000000001 0.090765000000000026 -0.014374999999999999 0.13775000000000004 0.13042000000000004 0.12094000000000002 0.14093000000000003
decision_type=2 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 7 -6 8 -1 10 11 12 14 -13 -3 -15 -11 18 19 -18 -19
right_child=-2 9 3 -5 6 -7 -8 -9 -10 16 -12 13 -14 15 -16 -17 17 20 -20 -21 -22
leaf_value=0.0003122857888483839 -0.0013099878448540026 -0.00032856583269609617 -0.0040154360126060497 0.00093161640258965087 -0.0018582045824186507 0.0013246495255578141 0.0003822617609634027 0.00069336037009811314 -0.0018264482968625892 -0.0013109363612358095 0.0023315435896524238 -0.0024365048569354127 0.0035619675637896682 0.0010056185663329486 0.0018780412494351618 -4.0743640690495346e-05 -9.3391286080218421e-05 0.0015349814214744896 -0.001416267763655486 0.0013317319358182287 -6.2898333845470386e-05
leaf_weight=48 48 216 57 47 53 83 46 67 51 75 65 62 55 130 46 1052 1349 57 55 48 48
leaf_count=48 48 216 57 47 53 83 46 67 51 75 65 62 55 130 46 1052 1349 57 55 48 48
internal_value=0 -1.08448e-05 -0.000409949 -0.00177188 -5.83503e-07 0.000317512 -0.000808911 -0.000181125 -0.000781218 4.42739e-05 0.000184307 9.43717e-05 0.00066665 -5.08001e-05 5.57295e-05 7.3646e-05 -9.47429e-05 -3.56336e-05 -9.63887e-05 -4.3839e-05 0.000796726
internal_weight=0 3710 452 104 348 249 99 166 99 3258 1626 1561 317 1244 262 1182 1632 1557 1452 1397 105
internal_count=3758 3710 452 104 348 249 99 166 99 3258 1626 1561 317 1244 262 1182 1632 1557 1452 1397 105
is_linear=0
shrinkage=0.0995203


Tree=4351
num_leaves=19
num_cat=0
split_feature=24 5 18 5 5 5 8 18 5 21 0 0 5 17 18 10 2 0
split_gain=0.00654423 0.00711997 0.0234171 0.0119295 0.0133952 0.0139886 0.00775977 0.0172434 0.0813066 0.0122772 0.020407 0.0207519 0.0185873 0.016515 0.00994778 0.00610387 0.0122332 0.00566905
threshold=0.10415500000000003 -0.042209999999999991 -0.046804999999999992 -0.034484999999999995 -0.02504 -0.019465 -0.094869999999999996 0.090285000000000018 -0.25464999999999999 0.10237500000000002 -0.23099 -0.17809 -0.086109999999999992 0.011640000000000003 0.10786500000000003 0.087405000000000024 -0.13088999999999998 -0.14680499999999999
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 -6 7 8 17 10 -8 -12 13 -11 -9 16 -7 -4
right_child=-2 3 6 4 5 15 9 14 -10 12 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0021864694720682256 -0.001179617717964784 -0.0013985248151223428 0.00080614133468948036 0.0011444789301005929 -0.0014362093703369492 -0.0010723139359876848 -0.0020752220910160478 -0.0013819476733401197 0.0042156804544930798 -0.0010132660601168588 0.0019476798884944346 -0.00017437206793780266 0.0024039295054139841 0.001459668400885276 0.00040813328239843995 0.0008553356278482166 -4.7433276903391795e-05 -0.00041400601293167333
leaf_weight=54 48 71 53 84 79 124 53 61 58 62 48 919 48 47 61 66 1692 130
leaf_count=54 48 71 53 84 79 124 53 61 58 62 48 919 48 47 61 66 1692 130
internal_value=0 -9.72162e-06 0.000148886 -0.000129589 -8.51326e-05 -0.000138221 7.69067e-05 0.000479371 0.000968524 -4.65223e-05 -0.00017328 -6.81909e-05 0.000771787 4.5535e-05 -0.000480197 -8.33007e-05 -0.000117865 -5.61565e-05
internal_weight=0 3710 1594 2116 2045 1961 1540 363 241 1177 1020 967 157 109 122 1882 1816 183
internal_count=3758 3710 1594 2116 2045 1961 1540 363 241 1177 1020 967 157 109 122 1882 1816 183
is_linear=0
shrinkage=0.0995203


Tree=4352
num_leaves=20
num_cat=0
split_feature=26 1 9 3 20 20 20 9 3 3 20 3 1 17 5 0 20 21 18
split_gain=0.0333196 0.0905823 0.0101567 0.0134282 0.00622668 0.0276355 0.022236 0.0134792 0.0227323 0.0196084 0.0569222 0.017662 0.0165784 0.0227974 0.00862689 0.0181493 0.0196403 0.0097372 0.00864875
threshold=0.11928500000000002 0.056790000000000014 0.095415000000000014 0.10684000000000003 -0.083495 -0.082074999999999995 -0.084724999999999995 0.083925000000000013 0.087625000000000022 0.086965000000000028 -0.097019999999999995 0.10871500000000002 0.012830000000000003 -0.000475 -0.54382499999999989 -0.225295 -1.0000000180025095e-35 -0.085135000000000002 -0.09053499999999999
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 6 -6 7 9 -9 -1 11 -11 13 -10 -7 16 -16 -17 -19
right_child=1 -3 3 -5 5 14 -8 8 12 10 -12 -13 -14 -15 15 17 -18 18 -20
leaf_value=0.00079859810690342424 0.0012213556957887599 -0.0038739275261936257 -0.0011294507274461035 0.00083972489010900389 0.0018115510956492084 0.0011640594940947747 -0.0023414438075539785 0.0021464376033492175 0.00017274290342053747 0.0011691864224630732 -0.0042121737779187221 -0.0014522128782450327 0.0011543109999756155 -0.0023819147073222621 -0.0028118794304122746 0.0012395190069729859 -6.4143252520398173e-05 -0.00033974197428528397 0.00012181794528671453
leaf_weight=62 54 82 90 55 90 66 47 57 106 57 46 46 74 51 46 68 60 498 2081
leaf_count=62 54 82 90 55 90 66 47 57 106 57 46 46 74 51 46 68 60 498 2081
internal_value=0 -0.00109023 5.27013e-05 -0.000376876 3.65372e-05 9.46275e-05 -0.000271459 -7.48502e-05 0.000366034 -0.000680505 -0.00130147 0 -6.97432e-05 -0.0006519 3.95222e-05 1.22654e-05 -0.00126428 6.36944e-05 3.23742e-05
internal_weight=0 281 199 145 3455 2909 546 499 288 211 149 103 231 157 2819 2753 106 2647 2579
internal_count=3736 281 199 145 3455 2909 546 499 288 211 149 103 231 157 2819 2753 106 2647 2579
is_linear=0
shrinkage=0.0995203


Tree=4353
num_leaves=25
num_cat=0
split_feature=9 1 6 5 2 1 8 2 2 6 6 6 6 1 9 9 8 1 26 1 5 9 2 21
split_gain=0.0315469 0.047683 0.0942588 0.011041 0.00916515 0.0120686 0.0102455 0.00856405 0.0196027 0.0312209 0.0160317 0.021949 0.0140026 0.0137208 0.0241875 0.0533149 0.0254781 0.0172679 0.0475639 0.0102768 0.00932955 0.0235736 0.00786128 0.00727918
threshold=0.10591500000000002 0.10055500000000002 -0.41910500000000001 0.62720500000000012 -0.057419999999999999 1.0000000180025095e-35 0.0033350000000000007 -0.086169999999999983 -0.087075 0.087515000000000023 0.089165000000000022 0.084985000000000019 0.10384500000000003 -0.081224999999999992 0.087215000000000015 0.088405000000000025 -0.076924999999999993 -0.079250000000000001 0.090715000000000032 -0.07825 -0.088174999999999989 0.085525000000000032 -0.080974999999999991 -0.025279999999999997
decision_type=2 2 2 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 5 6 -2 8 10 -10 11 23 -12 14 20 -16 -17 18 -15 -19 -9 -22 -21 -1
right_child=1 2 -4 -5 -6 -7 -8 13 9 -11 12 -13 -14 17 15 16 -18 19 -20 22 21 -23 -24 -25
leaf_value=-0.00099915614376904719 -0.00038000474012814766 -8.8076305393153706e-05 -0.0060900660497728758 0.0011521973985937329 0.00064374328685571182 0.00045415610451090134 -0.0023430724315587018 0.0014043837991858164 -0.0026088386731206482 0.00064031127183620824 0.0016983703589160449 -0.0019803624008959144 -0.00020801705975193318 0.00048438751644680619 0.003969959543467471 -0.00078748779694604411 0.001998984072329596 0.0015244330445811443 -0.0036365930138222455 0.00041232346895388584 0.00026537888217454986 -0.0019329450633527028 -9.7650296069574837e-05 0.00011211934630244398
leaf_weight=69 61 60 46 88 86 65 48 48 79 46 85 68 68 67 58 79 55 46 47 386 316 57 1332 376
leaf_count=69 61 60 46 88 86 65 48 48 79 46 85 68 68 67 58 79 55 46 47 386 316 57 1332 376
internal_value=0 -0.000920799 -0.00270044 5.19231e-05 -0.000192104 -0.000609929 -0.00125199 2.21721e-05 -0.000262803 -0.0014066 -4.68968e-05 -0.000314717 0.000845737 0.000112993 0.000521862 0.00144787 0.000350104 -2.0031e-05 -0.00120743 5.62419e-05 9.76063e-05 -6.83635e-05 1.6454e-05 -5.83513e-05
internal_weight=0 366 106 3370 260 174 109 3282 791 125 666 513 153 2491 613 192 134 1878 114 1764 421 373 1718 445
internal_count=3736 366 106 3370 260 174 109 3282 791 125 666 513 153 2491 613 192 134 1878 114 1764 421 373 1718 445
is_linear=0
shrinkage=0.0995203


Tree=4354
num_leaves=11
num_cat=0
split_feature=4 22 25 36 5 5 17 18 18 5
split_gain=0.0299366 0.0189916 0.0057658 0.00693366 0.00614445 0.0569619 0.0121047 0.0116592 0.0338218 0.0166361
threshold=0.15730000000000002 0.13160500000000006 0.096120000000000025 0.090760000000000021 -0.018754999999999997 -0.021235 -0.098644999999999997 -0.089024999999999993 -0.086319999999999994 -0.0063549999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 9 -9 -6
right_child=-2 -3 -4 -5 7 -7 -8 8 -10 -11
leaf_value=0.0012753229599770572 -0.0025620138794012429 -0.001859952638351135 0.0010924900605903233 -0.0010463952847935087 -0.0013192826126945481 -0.0035284373546746071 -7.102148422656665e-05 0.0021448710803016044 0.00018176299746570248 3.5823816582546243e-05
leaf_weight=69 46 54 49 61 106 47 1588 95 1043 578
leaf_count=69 46 54 49 61 106 47 1588 95 1043 578
internal_value=0 -7.13677e-06 2.01552e-05 5.27837e-06 2.37046e-05 -0.000111867 -1.44636e-05 0.000150945 0.000346362 -0.000172981
internal_weight=0 3690 3636 3587 3526 1704 1657 1822 1138 684
internal_count=3736 3690 3636 3587 3526 1704 1657 1822 1138 684
is_linear=0
shrinkage=0.0995203


Tree=4355
num_leaves=10
num_cat=0
split_feature=10 7 5 18 18 18 7 5 9
split_gain=0.0295227 0.029729 0.00728538 0.00857584 0.00686444 0.0159016 0.00718961 0.00822539 0.00566461
threshold=0.093790000000000026 0.099030000000000021 0.6362850000000001 -0.45171999999999995 0.10361000000000002 0.10786500000000003 -0.10984999999999999 -0.42170999999999997 0.10371500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 -8 -7
right_child=-2 -3 -4 4 5 8 7 -9 -10
leaf_value=-0.0011402105496664465 -0.0021211221617141026 -0.002383456040681515 0.0012543792822506871 -0.0010607265778617302 -0.0020029827259941059 6.1977520878120427e-05 0.00052479753306063244 5.0070902470167864e-05 -0.0008031629803624111
leaf_weight=62 66 51 48 52 49 364 423 2527 94
leaf_count=62 66 51 48 52 49 364 423 2527 94
internal_value=0 2.34345e-06 3.61911e-05 1.95874e-05 4.0313e-05 -0.000297996 9.77218e-05 0.000118419 -0.000113797
internal_weight=0 3670 3619 3571 3509 507 3002 2950 458
internal_count=3736 3670 3619 3571 3509 507 3002 2950 458
is_linear=0
shrinkage=0.0995203


Tree=4356
num_leaves=28
num_cat=0
split_feature=26 20 20 26 18 18 5 26 20 17 20 6 5 10 10 26 0 17 6 26 17 26 26 17 5 5 5
split_gain=0.00912443 0.0123619 0.0290461 0.0235192 0.0202543 0.0634265 0.0214039 0.0157857 0.0162131 0.0158684 0.0177218 0.037602 0.018689 0.0139578 0.0174779 0.0102789 0.0300224 0.0441371 0.0792077 0.0164531 0.00944942 0.0254373 0.0381503 0.0258116 0.0165617 0.0130416 0.0190012
threshold=0.087525000000000019 -0.075115000000000001 -0.06470999999999999 0.087045000000000025 0.014860000000000003 0.085685000000000025 -0.092864999999999989 0.086255000000000012 -0.080214999999999995 0.11180000000000002 -0.089994999999999992 -0.094449999999999992 -0.01504 0.09056500000000002 0.083795000000000022 0.088685000000000028 -0.082494999999999999 -0.011174999999999999 0.085955000000000018 0.089150000000000021 -0.036600000000000001 0.089795000000000028 0.090545000000000028 -0.010655 -0.075744999999999993 -0.0091849999999999987 0.063170000000000018
decision_type=2 2 2 2 2 2 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 13 -6 -7 8 9 10 12 -12 -1 14 -4 16 17 -2 -19 -17 24 -22 -23 -24 -21 -26 -27
right_child=15 2 3 -5 5 6 -8 -9 -10 -11 11 -13 -14 -15 -16 19 -18 18 -20 20 21 22 23 -25 25 26 -28
leaf_value=0.0013056083174247067 -0.0007913371093303741 -0.0024618503475664901 9.973821903652164e-05 -0.0020548259057330581 -0.0037015824646208523 0.0015231183875850287 -0.0006591395463993884 0.0018780769166514412 0.0016076759020745819 0.0012798530447380131 -0.0031700834575835151 -0.00023706210501551155 -0.00039969920979787346 0.0016800506798809903 -0.0018869865406714833 -0.0013782586084894284 -0.0012357634860142225 0.0001721701243976461 0.0058081643190646213 -0.001738098546986578 0.0023868036176858845 -0.0024325277756004219 0.0021443379764314032 0.00019924696559801556 0.0012235435369438137 -0.0014753343221691351 0.00019319093846451623
leaf_weight=108 52 59 940 65 61 60 172 52 62 74 55 207 154 52 46 72 51 54 46 59 58 50 76 624 76 89 279
leaf_count=108 52 59 940 65 61 60 172 52 62 74 55 207 154 52 46 72 51 54 46 59 58 50 76 624 76 89 279
internal_value=0 -0.000131153 -0.000297662 -0.000205609 -0.000114687 -0.000845671 -9.12337e-05 0.000207964 7.51394e-05 -8.23835e-05 -0.000276323 -0.000855898 0.000300128 9.08624e-05 6.22093e-06 0.000182982 0.000844733 0.00154818 0.00277292 8.52569e-05 0.000166258 0.000377385 0.000220898 0.000411598 -0.000171261 3.51009e-05 -0.000208114
internal_weight=0 2167 1455 1396 1331 293 232 712 660 598 524 262 262 1038 986 1586 203 152 100 1383 1311 808 750 700 503 444 368
internal_count=3753 2167 1455 1396 1331 293 232 712 660 598 524 262 262 1038 986 1586 203 152 100 1383 1311 808 750 700 503 444 368
is_linear=0
shrinkage=0.0995203


Tree=4357
num_leaves=23
num_cat=0
split_feature=2 17 18 26 17 17 2 8 18 9 2 9 8 0 2 0 8 26 26 26 26 9
split_gain=0.00945554 0.011046 0.024989 0.00632707 0.00826159 0.0222296 0.0202699 0.0188911 0.0289599 0.0211038 0.00993927 0.0169361 0.0340462 0.0241383 0.0108098 0.00910383 0.00908235 0.0073955 0.00713324 0.00604868 0.0203573 0.00923469
threshold=-0.24163499999999999 -0.55286000000000002 -0.037059999999999989 0.087525000000000019 0.066010000000000027 0.27052500000000007 -0.081604999999999997 -0.081324999999999995 -0.064960000000000004 0.090465000000000031 -0.069459999999999994 0.11351500000000002 -0.050299999999999997 -0.069569999999999993 -0.074084999999999998 -0.066264999999999991 -0.085764999999999994 0.087045000000000025 0.086580000000000032 -0.054024999999999997 -0.025024999999999999 0.093425000000000022
decision_type=2 2 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 17 10 6 -6 9 -9 -7 14 13 -13 -12 15 -5 -8 18 19 21 -21 -3
right_child=1 3 -4 4 5 7 16 8 -10 -11 11 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.0011123656775028131 0.0027304318618161772 -0.00010881036592041636 -0.000396952456383847 6.3071609685683836e-05 0.0031950462449691899 0.00034532323874882168 -0.00026020266957554254 0.0021410199620358933 -0.0005022675326180479 -0.0024515762710309768 0.0029755715105421136 0.0014358523826121508 -0.0020962117350859745 8.3410651784364995e-05 -0.0014193941311312452 -0.0010054902215455707 0.0016439089529258057 -0.0010361350406733949 0.00093445199796478762 -0.0022303367449624575 -0.00015972772271498865 0.00074681995276010239
leaf_weight=74 47 421 54 763 48 53 49 73 93 53 54 55 53 62 61 88 49 84 66 49 1227 177
leaf_count=74 47 421 54 763 48 53 49 73 93 53 54 55 53 62 61 88 49 84 66 49 1227 177
internal_value=0 2.38431e-05 0.00105026 -4.90184e-06 0.000145893 0.000524201 0.00151482 -4.51923e-06 0.000655211 -0.0010454 5.97046e-06 0.000600641 -0.000289896 0.00143682 -0.000139192 -4.64641e-05 0.0006835 -0.000121084 -8.10416e-05 -0.000117243 -0.000239883 0.000143076
internal_weight=0 3679 101 3578 1554 418 146 272 166 106 1136 224 108 116 912 851 98 2024 1940 1874 1276 598
internal_count=3753 3679 101 3578 1554 418 146 272 166 106 1136 224 108 116 912 851 98 2024 1940 1874 1276 598
is_linear=0
shrinkage=0.0995203


Tree=4358
num_leaves=20
num_cat=0
split_feature=2 0 4 9 9 9 3 3 3 3 3 5 17 5 3 5 3 10 21
split_gain=0.00766684 0.00980054 0.0157005 0.0130724 0.00732149 0.012427 0.0117812 0.07073 0.0205172 0.0160747 0.0186537 0.0133932 0.0534623 0.0365763 0.00791555 0.00825825 0.0151762 0.0102054 0.005524
threshold=-0.24163499999999999 0.061855000000000014 0.10722500000000003 0.095785000000000023 0.084515000000000021 0.084675000000000014 0.088055000000000022 0.086965000000000028 0.092635000000000023 0.098455000000000029 0.10426500000000002 -0.011514999999999999 -0.011809999999999999 -0.015214999999999999 0.14530500000000005 -0.46834999999999999 0.10377500000000002 0.082245000000000026 0.084485000000000018
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 6 -6 7 11 18 -10 -11 13 -13 -2 15 16 -7 -17 -8
right_child=1 2 -4 -5 5 14 8 -9 9 10 -12 12 -14 -15 -16 17 -18 -19 -20
leaf_value=-0.001001662823337045 -0.00026882318365622208 0.0011607400370325541 0.0022078545225478908 -0.0011521067554407555 0.0015090868461382976 0.00016763713791199063 0.0006760502194643243 -0.003529241124924054 -0.0015350251788160869 0.0016929001113223385 -0.00016756603435955769 0.00015032825559792127 -0.0036857231870258051 0.0024741675240275538 0.0012822688817659958 3.4307585725045345e-05 -0.0020996191728720605 0.0013218489917174248 0.0022042056445736925
leaf_weight=74 227 51 52 46 60 69 52 69 73 60 482 152 47 61 51 1968 50 63 46
leaf_count=74 227 51 52 46 60 69 52 69 73 60 482 152 47 61 51 1968 50 63 46
internal_value=0 2.14481e-05 0.000812143 5.54866e-05 -1.16949e-05 9.54342e-05 -0.000203214 -0.000546755 6.35323e-05 -0.000148373 3.68794e-05 -0.000122503 -0.000751561 0.000309315 5.65256e-05 2.7069e-05 -0.000778113 7.46492e-05 0.0014017
internal_weight=0 3679 149 97 3530 2261 1269 556 713 615 542 487 199 288 2201 2150 119 2031 98
internal_count=3753 3679 149 97 3530 2261 1269 556 713 615 542 487 199 288 2201 2150 119 2031 98
is_linear=0
shrinkage=0.0995203


Tree=4359
num_leaves=20
num_cat=0
split_feature=2 17 9 9 6 6 3 1 0 17 9 21 21 9 5 6 1 9 5
split_gain=0.00621799 0.00807616 0.0182586 0.00523493 0.0146864 0.0461055 0.0737662 0.0379647 0.00762143 0.0430559 0.0227881 0.0089782 0.00809492 0.0067937 0.00534859 0.0132164 0.00863957 0.0319826 0.0065227
threshold=-0.24163499999999999 -0.55286000000000002 0.084155000000000021 0.08401500000000002 0.041585000000000011 0.087575000000000028 0.083595000000000017 -0.082635 -0.085754999999999984 0.11180000000000002 0.08203000000000002 1.0000000180025095e-35 0.093835000000000016 0.084290000000000018 -0.46834999999999999 -0.14723999999999998 0.15756500000000004 0.11351500000000002 -0.14822499999999997
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 8 6 -6 -7 10 11 12 -10 -3 -5 15 -15 18 -18 -16
right_child=1 3 -4 13 5 7 -8 -9 9 -11 -12 -13 -14 14 16 -17 17 -19 -20
leaf_value=-0.00090197707649919455 -0.00038842778305811038 0.00022107010890960496 0.0022779846064701751 0.0011526736228593662 0.0002856170384916799 0.0022677404568305862 -0.0046810752649593121 -0.0012542734615342114 -0.00040312348034044268 0.0031292035371089247 -0.00235769330583596 0.00071354579782866555 -0.00064872294202308 -0.0018613173124476673 -0.00088526513543810137 0.00017932170182822479 0.002460242863400258 -0.0010065636088706679 7.8002410314305146e-05
leaf_weight=74 52 349 49 57 57 60 61 61 231 48 46 103 152 49 72 86 61 46 2039
leaf_count=74 52 349 49 57 57 60 61 61 231 48 46 103 152 49 72 86 61 46 2039
internal_value=0 1.94022e-05 0.000897073 -5.14398e-06 -0.000178274 -0.00087403 -0.00227497 0.000485414 0 0.000341821 -0.000237489 -5.63104e-05 -4.11853e-05 7.84233e-05 5.20523e-05 -0.000555291 8.93878e-05 0.00096219 4.47604e-05
internal_weight=0 3679 101 3578 1168 239 118 121 929 382 547 334 501 2410 2353 135 2218 107 2111
internal_count=3753 3679 101 3578 1168 239 118 121 929 382 547 334 501 2410 2353 135 2218 107 2111
is_linear=0
shrinkage=0.0995203


Tree=4360
num_leaves=11
num_cat=0
split_feature=10 12 8 17 8 0 1 29 8 18
split_gain=0.0231295 0.0121536 0.00899031 0.00993375 0.00741663 0.0154965 0.0412561 0.0131914 0.0109478 0.0096179
threshold=0.093790000000000026 0.092405000000000029 -0.49499500000000002 -0.56655999999999984 -0.086489999999999997 -0.084834999999999994 -0.078509999999999983 0.089275000000000007 -0.085764999999999994 0.088735000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 9 -7 8 -6 -5
right_child=-2 -3 3 4 7 6 -8 -9 -10 -11
leaf_value=-0.00095578397110384727 -0.0018066823536124503 0.0015849796802645838 -0.001094119605312949 0.00028225240832905783 -0.0011091171227919805 0.0021905764438150408 -0.00027894771694320384 0.0014556314486666706 2.7453344301628361e-06 -0.00059191055354938348
leaf_weight=88 67 51 72 517 91 135 132 60 2388 164
leaf_count=88 67 51 72 517 91 135 132 60 2388 164
internal_value=0 5.89107e-05 3.73455e-05 6.21317e-05 8.62409e-05 0.000323776 0.000966622 -2.12629e-06 -3.77391e-05 7.05323e-05
internal_weight=0 3698 3647 3559 3487 948 267 2539 2479 681
internal_count=3765 3698 3647 3559 3487 948 267 2539 2479 681
is_linear=0
shrinkage=0.0995203


Tree=4361
num_leaves=24
num_cat=0
split_feature=22 3 3 18 18 0 17 17 0 0 9 2 2 1 20 9 20 17 9 4 0 5 4
split_gain=0.0220163 0.00836026 0.0118465 0.0113823 0.0275932 0.0192753 0.01824 0.0339872 0.0174277 0.0121478 0.0107175 0.0270704 0.0302593 0.030896 0.0170206 0.016609 0.0154061 0.0148875 0.0130493 0.0122374 0.0153844 0.0164199 0.00905238
threshold=0.13160500000000006 0.098000000000000018 0.096595000000000028 0.088735000000000022 0.086065000000000016 -0.070134999999999989 -0.065004999999999993 -0.020405 -0.15034 -0.113275 0.095415000000000014 -0.082954999999999987 -0.095204999999999998 -0.40145499999999995 -0.0070099999999999997 0.096305000000000016 -0.094259999999999997 -0.085715 -0.086449999999999985 0.11670500000000002 -0.088484999999999994 -0.067559999999999995 0.10533000000000002
decision_type=2 2 2 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 6 -5 -8 -1 -10 11 12 13 -3 16 -12 -13 -16 -18 20 -17 -22 -19
right_child=-2 10 -4 5 -6 -7 7 -9 9 -11 15 14 -14 -15 17 19 18 22 -20 -21 21 -23 -24
leaf_value=0.0015089966734239189 -0.0018840407770752356 -0.0025122285407108464 0.0012790076576107761 -0.0012926164249609537 0.002044391065658944 -0.001747925498126277 0.0028158859379284152 -9.5827051362080756e-05 -0.0011580996737535628 0.00013791171161050216 0.0020005009766043413 -0.00075686682463807649 -0.0036520343551784862 0.00097721008581641957 -0.0020786463090128357 0.0013601638446136821 -0.00059402923919412755 -0.0015301707198599121 0.0011732541781579861 0.0014666979548459127 -0.0017209054190097754 -5.8735233220688278e-05 8.2239643662216144e-06
leaf_weight=89 59 46 91 90 80 77 46 287 75 1558 46 85 48 55 58 58 52 47 193 52 73 310 190
leaf_count=89 59 46 91 90 80 77 46 287 75 1558 46 85 48 55 58 58 52 47 193 52 73 310 190
internal_value=0 5.34935e-05 0.000164377 0.000119959 0.000236781 -0.000299432 -3.38227e-05 0.000303934 0.000152329 7.78875e-05 -0.000147972 -0.000385599 -0.00159137 -0.000603934 -9.68334e-05 0.000191738 0.000392659 -0.000647177 0.000794816 2.13087e-05 -0.000147267 -0.000377683 -0.000293405
internal_weight=0 3706 2393 2302 1802 500 423 333 1722 1633 1313 774 149 101 625 539 330 295 245 493 441 383 237
internal_count=3765 3706 2393 2302 1802 500 423 333 1722 1633 1313 774 149 101 625 539 330 295 245 493 441 383 237
is_linear=0
shrinkage=0.0995203


Tree=4362
num_leaves=9
num_cat=0
split_feature=10 11 8 4 2 29 2 26
split_gain=0.0191743 0.0104391 0.00843669 0.023301 0.0103088 0.0102642 0.00976545 0.00861148
threshold=0.093790000000000026 0.063835000000000017 -0.49499500000000002 0.12182500000000003 0.31326500000000007 0.091500000000000012 0.14685000000000001 -0.025024999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4
right_child=-2 -3 4 -5 -6 -7 -8 -9
leaf_value=0.00070064145250173671 -0.0016475965674920337 0.0014514763955296003 -0.00032448508005260415 -0.0024081737476369363 0.0011589508152528754 0.0011297053183589095 -0.0013638387577923799 9.7318743122456425e-05
leaf_weight=46 67 52 580 49 82 82 51 2756
leaf_count=46 67 52 580 49 82 82 51 2756
internal_value=0 5.10134e-05 3.08152e-05 -0.000894236 5.57936e-05 2.94813e-05 2.60289e-06 2.37382e-05
internal_weight=0 3698 3646 95 3551 3469 3387 3336
internal_count=3765 3698 3646 95 3551 3469 3387 3336
is_linear=0
shrinkage=0.0995203


Tree=4363
num_leaves=16
num_cat=0
split_feature=20 17 21 6 21 18 18 3 5 8 9 5 5 8 8
split_gain=0.0162859 0.00636601 0.00619725 0.0191404 0.0265549 0.0171899 0.0182021 0.0127914 0.00844107 0.0129897 0.0118292 0.00951 0.00895973 0.00799451 0.00963078
threshold=0.24030500000000005 -0.56655999999999984 -0.0086749999999999987 -0.0093650000000000001 -0.047889999999999995 -0.087529999999999983 -0.015069999999999998 0.10525500000000003 -0.46244499999999994 -0.080445000000000003 0.085075000000000026 -0.50393499999999991 -0.42170999999999997 -0.48834 -0.086489999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -5 -7 -3 9 11 -11 -4 -10 -14 -15
right_child=-2 2 8 5 -6 6 -8 -9 12 10 -12 -13 13 14 -16
leaf_value=-0.00086533827852048033 -0.0014634984189092106 0.0011178624247602693 0.00085598969538622119 0.0011162618345315048 0.0027308104534381032 -0.0017685760062664357 0.00030315041388001622 -0.00071837653113528458 0.0013014079245088216 -0.00051166156443905404 -0.0025227546606001166 -0.00088474363170318771 -0.0010497939295254319 0.00037313549437583381 -4.5120085637320377e-05
leaf_weight=74 72 90 79 68 67 86 81 64 57 82 46 51 65 743 2040
leaf_count=74 72 90 79 68 67 86 81 64 57 82 46 51 65 743 2040
internal_value=0 4.7637e-05 6.65314e-05 0.000409601 0.00107509 -0.000212763 -0.000758825 0.000349434 1.68134e-05 -0.000528374 -0.00124079 0.000166789 6.55145e-05 4.04919e-05 6.62508e-05
internal_weight=0 3693 3619 456 221 235 167 154 3163 258 128 130 2905 2848 2783
internal_count=3765 3693 3619 456 221 235 167 154 3163 258 128 130 2905 2848 2783
is_linear=0
shrinkage=0.0995203


Tree=4364
num_leaves=26
num_cat=0
split_feature=22 0 29 4 26 8 4 3 3 1 0 1 3 3 3 9 3 9 3 8 1 1 26 1 26
split_gain=0.0404515 0.0174264 0.0227671 0.0175207 0.0282494 0.0635703 0.0246512 0.0132314 0.0126078 0.0209541 0.0280969 0.0144076 0.0243519 0.0104087 0.0343358 0.0206078 0.0429597 0.0275122 0.0202075 0.00931015 0.00798958 0.00713963 0.00699588 0.0175932 0.0098863
threshold=0.13264000000000004 -0.095339999999999994 -0.091704999999999995 0.079660000000000022 0.082850000000000021 -0.066544999999999993 0.08544000000000003 0.093245000000000022 0.10850000000000003 0.060860000000000011 -0.16969499999999998 0.0049450000000000015 0.12015500000000003 0.088535000000000016 0.088185000000000027 0.08401500000000002 0.083725000000000022 0.084345000000000017 0.08888500000000002 -0.088024999999999992 -0.0021099999999999995 0.18123500000000006 0.096275000000000013 -0.083284999999999984 0.095150000000000026
decision_type=2 2 2 2 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 -1 -5 -7 9 10 -8 -10 -13 14 15 16 -4 -17 -15 20 -6 -22 24 -24 -20
right_child=-2 2 13 6 19 7 8 -9 11 -11 -12 12 -14 18 -16 17 -18 -19 22 -21 21 -23 23 -25 -26
leaf_value=0.0049660073861974366 0.0029584541374473041 -0.0020683992256307375 0.00015322798378400007 -0.0018140277868613237 -0.0013148007073825378 -0.00032058834638901184 0.0032792408659047386 0.0015912038048482822 -0.001429848383948822 -0.00046689246889676988 0.00026460193322433418 0.0017770653126090573 -0.00073203486568298244 0.0018234745967405039 -0.0026119567715230264 0.0021236200508474206 -0.0021417389577951221 -8.0052630486025867e-05 6.8010842150585237e-05 0.0011497159840800528 0.001026217554696338 -0.0006692566202517843 -0.0016652957945535863 -6.0253769946040444e-05 0.0014751347111258751
leaf_weight=46 46 59 186 66 54 66 56 77 71 76 69 64 95 62 62 62 142 586 1058 57 50 48 80 446 52
leaf_count=46 46 59 186 66 54 66 56 77 71 76 69 64 95 62 62 62 142 586 1058 57 50 48 80 446 52
internal_value=0 -1.09356e-05 -0.000133534 0.000371015 0.00086312 0.00174498 -2.14184e-05 0.000703114 0.000251189 0.000827917 0.00162171 -0.000249262 0.000272769 -9.15112e-05 -0.000339898 -0.000194728 -0.000837829 0.000129529 5.98475e-05 6.17345e-05 -0.000340873 0.000187428 -6.48885e-06 -0.000305923 0.000134668
internal_weight=0 3690 2795 895 398 189 497 143 431 201 125 230 159 2736 1038 976 328 648 1698 209 152 98 1636 526 1110
internal_count=3736 3690 2795 895 398 189 497 143 431 201 125 230 159 2736 1038 976 328 648 1698 209 152 98 1636 526 1110
is_linear=0
shrinkage=0.0995203


Tree=4365
num_leaves=17
num_cat=0
split_feature=10 20 3 0 6 6 12 10 2 1 5 3 1 4 1 4
split_gain=0.0373209 0.0179558 0.0357968 0.0162288 0.0193007 0.0674015 0.0171588 0.010247 0.0102105 0.00971569 0.0193008 0.0133138 0.0107067 0.00921402 0.00599479 0.00484831
threshold=0.09056500000000002 -0.15498999999999999 0.096035000000000023 -0.095339999999999994 -0.0040799999999999994 0.079640000000000016 -0.082629999999999995 0.086030000000000023 -0.157135 0.41291000000000005 -0.5087799999999999 0.087825000000000028 0.50644500000000015 0.14524000000000004 -0.076894999999999991 0.09717000000000002
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 -5 8 -8 10 -3 -12 -11 -10 -7 -4
right_child=-2 3 15 6 5 14 7 -9 13 12 11 -13 -14 -15 -16 -17
leaf_value=-0.0033324127044542613 0.0021097176940797942 -0.0017318991504409889 -0.00066921146624290286 -0.0020042246808596796 0.0041143539398329513 -0.00047394363617813795 0.0011832610328214985 -0.0015372671847459372 -9.79304367960097e-05 0.0017609614471742429 -0.00090846389875564367 0.00044570058010218996 0 0.0012526307786939143 0.00093208794578568627 0.00072678851915131506
leaf_weight=48 83 60 53 46 58 83 66 46 2470 69 90 354 66 51 47 46
leaf_count=48 83 60 53 46 58 83 66 46 2470 69 90 354 66 51 47 46
internal_value=0 -2.43355e-05 -0.00110199 2.06149e-05 0.000406181 0.0012931 -9.81028e-05 -6.44908e-05 -3.79866e-05 0.000143959 -5.53528e-05 0.000169364 0.000894118 -7.02837e-05 2.80939e-05 -1.2296e-05
internal_weight=0 3653 147 3506 827 188 2679 2633 2587 639 504 444 135 2521 130 99
internal_count=3736 3653 147 3506 827 188 2679 2633 2587 639 504 444 135 2521 130 99
is_linear=0
shrinkage=0.0995203


Tree=4366
num_leaves=21
num_cat=0
split_feature=22 28 3 3 9 0 3 0 0 3 18 3 17 17 3 5 18 18 18 18
split_gain=0.0311652 0.0156957 0.0158672 0.0267913 0.0150859 0.0136954 0.0223911 0.0474084 0.0414111 0.0212793 0.0302727 0.0292426 0.0157329 0.0360884 0.0376811 0.0185028 0.010759 0.0172987 0.00843232 0.00728645
threshold=0.13264000000000004 0.083225000000000021 0.08400500000000001 0.083725000000000022 0.095415000000000014 -0.083995 0.088605000000000017 -0.082885 -0.080074999999999993 0.091225000000000014 -0.086894999999999986 0.091865000000000016 -0.0082649999999999998 -0.000475 0.087385000000000032 -0.079124999999999987 0.10665500000000003 0.088635000000000019 -0.097059999999999994 -0.010395
decision_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 18 12 7 -7 -9 10 -8 -11 16 14 -14 -15 17 -4 -1 -20
right_child=-2 -3 5 -5 -6 6 9 8 -10 11 -12 -13 13 15 -16 -17 -18 -19 19 -21
leaf_value=-0.0012967734730018729 0.0025950223880137398 0.0014752438791850683 -0.00020958040295437617 -0.0027842297988522184 -0.001888624516141907 -0.0034627288704417382 -0.00099048980137081497 0.00062251534503000177 -0.0020705390571243219 -0.002342253033864706 0.001525450626056409 -5.009238804145744e-05 0.00081259619387910446 -3.7969488843610687e-05 0.0043045888425097163 0.0011365033603532096 -0.0012935841340333558 0.0013489385577771127 0.0011275740828374998 -0.00011980903251083196
leaf_weight=46 46 69 469 50 52 59 64 161 87 58 179 1133 90 537 47 176 69 83 60 201
leaf_count=46 46 69 469 50 52 59 64 161 87 58 179 1133 90 537 47 176 69 83 60 201
internal_value=0 -1.13337e-05 -3.98873e-05 -0.000623805 -0.000320629 3.4211e-05 -0.000154389 -0.000925776 -0.000318925 1.01834e-05 0.000859447 -0.000162405 0.000257985 0.000536357 0.00201656 0.000250794 -0.000121721 2.32792e-05 -5.23738e-05 0.000163809
internal_weight=0 3690 3621 409 359 3212 1741 307 248 1434 243 1191 1471 850 137 713 621 552 307 261
internal_count=3736 3690 3621 409 359 3212 1741 307 248 1434 243 1191 1471 850 137 713 621 552 307 261
is_linear=0
shrinkage=0.0995203


Tree=4367
num_leaves=24
num_cat=0
split_feature=10 20 3 0 0 0 9 9 0 5 5 0 8 3 9 0 18 0 1 9 9 18 5
split_gain=0.0306587 0.0143218 0.0241362 0.0495811 0.0174902 0.0222112 0.0333537 0.0232307 0.0156694 0.0107628 0.0126394 0.0184965 0.0101985 0.00983011 0.0180777 0.0105694 0.0186637 0.0109167 0.00930764 0.00680515 0.00823972 0.00626119 0.00446536
threshold=0.09056500000000002 -0.09280999999999999 0.11523000000000001 -0.067345000000000002 -0.095339999999999994 -0.11170000000000001 0.084290000000000018 0.09227500000000001 -0.094139999999999988 -0.54382499999999989 -0.072054999999999994 -0.225295 -0.09602999999999999 0.08400500000000001 0.083540000000000017 -0.083995 -0.095364999999999991 -0.082794999999999994 -0.086814999999999989 0.089605000000000018 0.085610000000000019 -0.065634999999999985 -0.037239999999999995
decision_type=2 2 2 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 9 -7 12 -6 -3 11 -11 -8 14 18 16 -15 -17 -10 20 22 -12 -1
right_child=-2 4 -4 -5 8 6 7 -9 13 10 21 -13 -14 15 -16 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00018411259673891498 0.0019098762984658699 0.001423880108286879 0.00086429648363744863 -0.003684215043367006 -0.0019051415633647474 0.0030292296437098116 0.00056955758095539636 0.0019388288038787122 -0.00086028065811708724 -0.0017170744555063189 -3.342062214212848e-05 2.5448415033991584e-05 -0.0014252866188057627 -0.0014494363346916987 -0.0018013320325185108 -0.0010237011902976656 0.00051368651830180931 -4.6866052809283119e-05 0.00067512692687573574 -0.0012061614985261775 0.0010321729134189998 0.001243516723208491 -0.0011261370434614987
leaf_weight=46 83 54 83 57 46 73 48 65 71 81 66 233 53 52 87 123 594 1473 87 69 50 86 56
leaf_count=46 83 54 83 57 46 73 48 65 71 81 66 233 53 52 87 123 594 1473 87 69 50 86 56
internal_value=0 -2.4345e-05 -0.000619546 -0.00106551 4.0676e-05 0.000459903 0.00125429 0.00046881 -8.46199e-05 9.32167e-05 -5.92237e-05 -0.000421449 -0.000469137 -5.0618e-05 -0.000649224 1.44309e-05 0.000354397 -0.000122661 -9.65358e-06 -0.000386391 -8.87232e-06 0.000683672 -0.000527215
internal_weight=0 3653 361 278 3292 759 239 166 2533 520 466 314 101 2487 245 2242 646 1596 158 221 152 152 102
internal_count=3736 3653 361 278 3292 759 239 166 2533 520 466 314 101 2487 245 2242 646 1596 158 221 152 152 102
is_linear=0
shrinkage=0.0995203


Tree=4368
num_leaves=17
num_cat=0
split_feature=8 8 1 4 2 21 8 20 4 9 0 9 6 0 5 21
split_gain=0.0145278 0.0112785 0.016501 0.0135661 0.0155752 0.0121139 0.0124012 0.0108521 0.0135794 0.0074345 0.00931094 0.0134398 0.0433539 0.00933899 0.00913284 0.0114715
threshold=-0.51030999999999993 0.041960000000000011 -0.49056499999999997 0.11670500000000002 -0.19220999999999999 0.10384500000000002 0.15415000000000004 -0.15615999999999999 0.099960000000000021 -0.37999999999999995 -0.077174999999999994 0.094435000000000033 -0.049005 -0.079805000000000001 -0.41880499999999998 0.092470000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 4 -4 6 -6 8 -2 -9 11 13 -13 -11 -12 -16
right_child=1 2 3 -5 5 -7 -8 9 -10 10 14 12 -14 -15 15 -17
leaf_value=0.0014539480352080026 -0.0017737621376574639 0.0018966295315243375 -0.0016007383019949078 0.0017360728785510995 0.001508124656076698 -0.00088973468052350223 -0.00023582152475936055 -0.0011282952971731592 0.00037700709843486286 -4.9435020088976927e-05 -0.00098571624931798486 0.00020701146215806627 -0.003096060014108525 0.00076668509426891778 0.00062918831862326312 -0.00016639180850609709
leaf_weight=75 74 74 51 51 95 59 69 54 47 1867 50 117 59 150 606 253
leaf_count=75 74 74 51 51 95 59 69 54 47 1867 50 117 59 150 606 253
internal_value=0 5.41352e-05 0.000553734 0.000245448 -2.90165e-05 0.000326765 0.0007694 -6.44502e-06 -0.000931574 2.87648e-05 4.91709e-05 -6.15235e-05 -0.000895617 1.08523e-05 0.000317126 0.000393914
internal_weight=0 3676 399 325 274 223 164 3277 121 3156 3102 2193 176 2017 909 859
internal_count=3751 3676 399 325 274 223 164 3277 121 3156 3102 2193 176 2017 909 859
is_linear=0
shrinkage=0.0995203


Tree=4369
num_leaves=16
num_cat=0
split_feature=8 5 9 8 3 18 20 20 9 3 21 18 20 20 6
split_gain=0.0117801 0.00964394 0.0106398 0.0118605 0.0164393 0.0061847 0.014308 0.0194702 0.017383 0.0170177 0.0111675 0.00876724 0.0100405 0.0136224 0.00643738
threshold=-0.51030999999999993 0.62720500000000012 0.12188500000000002 -0.057284999999999996 0.12992500000000004 0.088250000000000009 -0.066104999999999983 -0.078444999999999987 0.097365000000000021 0.087675000000000017 0.090000000000000011 0.086285000000000014 -0.094259999999999997 -0.085594999999999991 -0.085609999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 11 7 10 9 -8 -7 12 14 -14 -2
right_child=1 -3 3 4 -6 6 8 -9 -10 -11 -12 -13 13 -15 -16
leaf_value=0.0013092508386665779 0.00034481445715588827 0.001078172564236685 -0.00038824003360720522 0.00015494426753028583 0.0027797076891920578 0.0012633107934800715 0.00066213334125651683 0.0025603764240418256 0.0012430602612000636 -0.00067897623126805513 -0.00037468772163571745 -0.0012729930674327283 0.0011793686435266665 -4.2888647052160875e-05 -0.00094868892899989486
leaf_weight=75 47 88 49 47 49 76 132 54 88 320 89 60 94 2299 184
leaf_count=75 47 88 49 47 49 76 132 54 88 320 89 60 94 2299 184
internal_value=0 4.86812e-05 2.32035e-05 0.000858375 0.0015032 -1.17315e-05 0.000238817 0.000917465 -3.48966e-05 -0.000285514 0.000374823 -8.28884e-05 -5.53636e-05 4.78106e-06 -0.000681965
internal_weight=0 3676 3588 145 96 3443 759 219 540 452 165 2684 2624 2393 231
internal_count=3751 3676 3588 145 96 3443 759 219 540 452 165 2684 2624 2393 231
is_linear=0
shrinkage=0.0995203


Tree=4370
num_leaves=11
num_cat=0
split_feature=1 3 3 0 1 7 8 0 4 8
split_gain=0.010138 0.0225034 0.0131393 0.0112494 0.0108066 0.00758463 0.017871 0.00829922 0.00763984 0.00708723
threshold=-0.49056499999999997 0.10920500000000002 0.099950000000000025 0.12387500000000003 0.62198500000000012 -0.068034999999999998 -0.44475499999999996 -0.23998999999999998 0.13707500000000003 -0.011315
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 -2 -7 -8 -9 -1
right_child=3 -3 -4 -5 -6 6 7 8 -10 -11
leaf_value=-0.00014632683226482155 -0.00089893769032046533 0.0026790300301569926 -0.001020887669204644 -0.0013141356406989075 0.0012643149902874229 0.0016814856147438601 0.001215593971303231 1.7305214433816289e-05 -0.00099909615177845427 0.0013977267782841029
leaf_weight=47 86 46 58 61 71 65 56 3111 75 75
leaf_count=47 86 46 58 61 71 65 56 3111 75 75
internal_value=0 0.000713086 0.00020613 2.51261e-05 4.89465e-05 2.32731e-05 4.75031e-05 1.44903e-05 -6.36444e-06 0.000796177
internal_weight=0 226 180 3525 3464 3393 3307 3242 3186 122
internal_count=3751 226 180 3525 3464 3393 3307 3242 3186 122
is_linear=0
shrinkage=0.0995203


Tree=4371
num_leaves=13
num_cat=0
split_feature=1 3 3 0 1 5 6 9 21 21 1 6
split_gain=0.00820997 0.0182517 0.0106485 0.00912249 0.00876198 0.0062191 0.00553336 0.00921929 0.00551382 0.0113473 0.00969336 0.00446096
threshold=-0.49056499999999997 0.10920500000000002 0.099950000000000025 0.12387500000000003 0.62198500000000012 0.19791500000000004 0.23663500000000004 0.12188500000000002 0.10817500000000002 0.10403500000000003 -0.047889999999999995 -0.067359999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 -1 7 8 9 -2 -10 -9
right_child=3 -3 -4 -5 -6 -7 -8 11 10 -11 -12 -13
leaf_value=-9.3503010027361973e-05 2.219167857374645e-05 0.0024124125322291892 -0.00091928882844323186 -0.0011833525593200045 0.0011384902663623036 0.0013295154191510037 -0.0010176697689965963 0.00025767703343995224 -0.0016957829473351978 0.0012037754415718256 -0.00015892277593960872 0.0016056750332847068
leaf_weight=52 2746 46 58 61 71 70 50 48 46 83 367 53
leaf_count=52 2746 46 58 61 71 70 50 48 46 83 367 53
internal_value=0 0.000641759 0.000184711 2.26256e-05 4.40988e-05 0.000716273 2.09569e-05 3.67362e-05 7.31104e-06 5.71475e-05 -0.000332081 0.000973148
internal_weight=0 226 180 3525 3464 122 3393 3343 3242 2829 413 101
internal_count=3751 226 180 3525 3464 122 3393 3343 3242 2829 413 101
is_linear=0
shrinkage=0.0995203


Tree=4372
num_leaves=18
num_cat=0
split_feature=23 0 18 18 10 5 8 3 9 9 0 9 0 3 18 0 5
split_gain=0.0301276 0.00745782 0.0109606 0.0351335 0.00986 0.0161304 0.009365 0.0146273 0.0070826 0.0127935 0.0121764 0.0204717 0.0101946 0.00930705 0.052073 0.0101635 0.00456635
threshold=-0.068919999999999995 -0.038659999999999993 -0.117225 -0.17307499999999998 0.086275000000000018 0.2788500000000001 -0.092094999999999996 0.081225000000000019 0.11408000000000003 0.10892000000000003 -0.061654999999999995 0.11985000000000003 -0.052884999999999995 0.084550000000000028 -0.018864999999999996 -0.14680499999999999 -0.10586999999999999
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 -4 -8 9 12 11 -10 13 14 -2 -15 -13
right_child=1 2 4 -5 -6 -7 7 -9 10 -11 -12 16 -14 15 -16 -17 -18
leaf_value=0.0024266232419784869 -0.0025385692962333561 0.001333743473636823 -0.0003251974380099438 -0.0023659800325549285 0.0018277323498700928 -0.0013723461574528448 -0.00033161002623722233 0.001513556504282639 0.0024873592687743402 -0.0016929594616686562 -0.00090230012809681091 -0.00066719330203510229 -0.001304042696772044 -0.00057759591540072221 9.2411556337977077e-05 7.4222346680389896e-06 0.00071255867168085131
leaf_weight=47 101 47 77 55 49 48 60 141 51 56 51 48 77 340 282 2161 47
leaf_count=47 101 47 77 55 49 48 60 141 51 56 51 48 77 340 282 2161 47
internal_value=0 -0.00010851 0.000258031 -0.00065318 0.000508063 0.000307197 0.000600135 0.000958688 -0.000163165 -0.000201099 0.000413627 0.000878907 -0.000172607 -0.000142115 -0.000599261 -7.17811e-05 6.80373e-06
internal_weight=0 3691 477 102 375 326 278 201 3214 3017 197 146 2961 2884 383 2501 95
internal_count=3738 3691 477 102 375 326 278 201 3214 3017 197 146 2961 2884 383 2501 95
is_linear=0
shrinkage=0.0995203


Tree=4373
num_leaves=16
num_cat=0
split_feature=23 2 18 18 18 8 0 0 4 4 8 3 6 3 3
split_gain=0.0244314 0.00694307 0.00655086 0.0369324 0.01091 0.0334798 0.0102724 0.019139 0.0131767 0.0228954 0.0182047 0.00887619 0.0087952 0.0141663 0.0136191
threshold=-0.068919999999999995 -0.241895 -0.099739999999999995 -0.10872 -0.092864999999999989 -0.080445000000000003 -0.071799999999999989 -0.074094999999999994 0.10801000000000002 0.080000000000000029 -0.01187 0.14823500000000003 -0.074569999999999984 0.087170000000000011 0.092200000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 12 5 -4 7 11 9 -8 -10 -6 -3 -14 -15
right_child=1 2 4 -5 6 -7 8 -9 10 -11 -12 -13 13 14 -16
leaf_value=0.0021851252509712191 0.00092029921381195617 0.00081669833118220561 -0.00074752458835023058 -0.0028871344644772296 -0.00011195703894903163 0.00258489329175018 0.00019373109386833448 -0.0016807581845140038 0.00024359757219947147 0.0019909533543077109 -0.0017774157926376529 -0.0014412741512009747 0.00083184947744673954 -0.0022074251965832517 -0.00036023739665444932
leaf_weight=47 65 77 61 55 2273 58 339 83 136 89 65 51 76 49 214
leaf_count=47 65 77 61 55 2273 58 339 83 136 89 65 51 76 49 214
internal_value=0 -9.77556e-05 -0.000116231 -0.000462719 -6.42455e-05 0.0008698 -0.000101126 -0.0001949 0.000256416 0.000569365 -0.000405891 -0.000141481 -0.000140216 -0.000359983 -0.000707503
internal_weight=0 3691 3626 471 3155 119 3036 2407 629 428 201 2324 416 339 263
internal_count=3738 3691 3626 471 3155 119 3036 2407 629 428 201 2324 416 339 263
is_linear=0
shrinkage=0.0995203


Tree=4374
num_leaves=12
num_cat=0
split_feature=29 25 23 0 0 3 1 8 6 0 0
split_gain=0.0207794 0.00872787 0.00628137 0.0076343 0.0182489 0.0133269 0.0146607 0.0321024 0.0116265 0.0115305 0.0108562
threshold=0.12330000000000002 0.082255000000000023 -0.063684999999999992 -0.071799999999999989 -0.070374999999999993 0.13547000000000003 0.0022300000000000006 -0.075449999999999989 -0.083069999999999991 -0.068189999999999987 -0.066264999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -4 -8 -6 -11
right_child=-2 -3 3 4 9 -7 8 -9 -10 10 -12
leaf_value=-0.0012228532023575247 0.0018574658709496681 0.00094280853023571336 -5.3428903628824772e-05 0.0019799758927833756 -0.0011033600850435599 -0.0015703928977033378 -4.3407433380916806e-05 -0.001000441584464011 0.00082740750991932015 0.0016086379923993441 6.1613930387380671e-05
leaf_weight=50 55 79 1433 51 79 67 446 472 229 48 729
leaf_count=50 55 79 1433 51 79 67 446 472 229 48 729
internal_value=0 -9.08466e-05 -0.000113732 -9.78974e-05 0.000150786 -0.000183419 -0.000147083 -0.000288499 0.000250812 4.08478e-05 0.000158237
internal_weight=0 3683 3604 3554 907 2647 2580 1905 675 856 777
internal_count=3738 3683 3604 3554 907 2647 2580 1905 675 856 777
is_linear=0
shrinkage=0.0995203


Tree=4375
num_leaves=18
num_cat=0
split_feature=23 8 27 6 3 17 18 18 3 26 29 9 27 1 6 9 9
split_gain=0.0213493 0.0311185 0.00618711 0.017612 0.0104633 0.0306751 0.0842547 0.0164744 0.0111672 0.00969053 0.00860248 0.0145175 0.00471638 0.00941955 0.0175844 0.007774 0.00238098
threshold=-0.022119999999999997 -0.014194999999999999 0.076710000000000014 -0.41910500000000001 0.084550000000000028 -0.023964999999999997 -0.018629999999999997 0.027500000000000007 0.084795000000000023 0.08425500000000001 0.10207000000000002 -0.095314999999999997 0.085775000000000032 -0.046044999999999996 -0.09007999999999998 0.085765000000000022 -0.086449999999999985
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 9 -7 -8 -6 -5 11 -10 -4 -14 15 16 -15
right_child=2 -3 12 4 8 6 7 -9 10 -11 -12 -13 13 14 -16 -17 -18
leaf_value=-0.00021757187419210562 -0.0017772370327015187 0.0031767836693930821 0.00091067167296935217 0.0011112153917694537 0.0013723806655801217 -0.0050628770466033734 0.00056962095151875979 -0.001501793097103936 0.0013453174447165739 -0.0004994703276718094 -0.0013797130568970794 -8.6524353098938177e-05 0.001155644903593483 0.00027996523339220174 -0.001488674554248888 0.001258757089814792 -0.00069287876432520205
leaf_weight=58 64 49 90 90 54 48 91 65 72 62 49 2649 64 53 73 61 46
leaf_count=58 64 49 90 90 54 48 91 65 72 62 49 2649 64 53 73 61 46
internal_value=0 0.0013292 -9.6811e-05 -0.000141848 -0.000108678 -0.000617295 -0.00141568 -0.000288221 -4.42701e-05 0.00044884 -7.21827e-05 -4.83357e-05 0.000278597 8.43029e-05 -0.000206458 0.000373437 -0.000163794
internal_weight=0 107 3631 3244 3180 356 204 156 2824 152 2770 2721 387 297 233 160 99
internal_count=3738 107 3631 3244 3180 356 204 156 2824 152 2770 2721 387 297 233 160 99
is_linear=0
shrinkage=0.0995203


Tree=4376
num_leaves=32
num_cat=0
split_feature=17 0 0 9 8 1 9 1 2 5 5 18 18 9 18 5 20 17 17 19 0 21 5 9 17 8 18 17 8 17 17
split_gain=0.01027 0.0129247 0.0226338 0.0521141 0.0806812 0.037673 0.0546617 0.0218194 0.0205632 0.0173034 0.0483984 0.0205885 0.0168897 0.0132321 0.0118159 0.0113975 0.011214 0.0122623 0.00920173 0.0113548 0.0181576 0.0108445 0.0138648 0.0135006 0.00774731 0.0140385 0.0125773 0.0113474 0.00991334 0.00913686 0.0146519
threshold=-0.55026999999999993 -0.086474999999999996 -0.082224999999999993 0.088510000000000019 -0.082299999999999998 -0.083284999999999984 0.084435000000000024 -0.080349999999999991 -0.086554999999999993 -0.012164999999999999 -0.0080599999999999995 -0.086894999999999986 -0.097059999999999994 0.085145000000000012 -1.0000000180025095e-35 -0.019465 -0.0093149999999999986 -0.56368999999999991 -0.0044799999999999987 0.10458500000000003 -0.091935000000000003 0.086690000000000017 -0.095169999999999991 0.085335000000000022 0.26760500000000004 -0.079585000000000003 -0.067359999999999989 0.13629500000000003 -0.060034999999999998 0.07134500000000002 0.021725000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 9 3 5 -5 6 -3 -7 -9 15 -11 12 -12 -8 -13 18 -1 -18 21 20 -20 23 -23 -2 27 -26 -27 29 -28 30 -4
right_child=1 2 24 4 -6 7 13 8 -10 10 11 14 -14 -15 -16 -17 17 -19 19 -21 -22 22 -24 -25 25 26 28 -29 -30 -31 -32
leaf_value=-0.0019059946119959028 -0.00049416626162807867 0.0042601952154926719 -2.2162918862195244e-05 0.0058232833680388089 0.00068705531044291075 -0.0021978145865390072 -0.0010271964612105526 -0.0015733771259429236 0.00071482307074974857 -0.0028632092098902187 -0.00039314411302910637 -0.0017345494197841436 0.0020886305842368366 0.001227924608950491 9.4168581040142145e-05 0.0012092411926208158 0.00081027531192323112 -0.0013715975642558146 3.0976934794847516e-05 -0.00096588705861851663 0.0015939016511494358 0.0014817966151664899 -0.00063343345841516941 -0.0025117735595555088 -0.0019488729490068069 0.0012510289853998329 -0.001764692493385276 0.0014853902511738266 0.00019199304050685937 -0.0011059112451338898 0.0011190945911302402
leaf_weight=57 104 46 1171 46 90 63 50 58 118 86 51 78 57 53 62 71 57 46 559 88 85 46 92 49 54 48 47 55 55 67 123
leaf_count=57 104 46 1171 46 90 63 50 58 118 86 51 78 57 53 62 71 57 46 559 88 85 46 92 49 54 48 47 55 55 67 123
internal_value=0 3.02725e-05 0.000184968 0.000753521 0.00243033 0.000163664 0.00140731 -0.000608239 -3.45918e-05 -0.000201414 -0.000828416 -0.000119501 0.000909102 0.000125258 -0.000918842 -9.24041e-06 -0.000784685 -0.000156206 -9.46078e-05 9.26226e-05 0.000238535 -0.000568392 6.57114e-05 -0.00114568 5.5983e-07 -0.000572314 -7.12953e-05 8.36707e-05 -0.000701592 2.64236e-05 8.56857e-05
internal_weight=0 3572 2144 524 136 388 149 239 176 1428 334 248 108 103 140 1094 160 103 1023 732 644 291 138 153 1620 204 150 1416 102 1361 1294
internal_count=3732 3572 2144 524 136 388 149 239 176 1428 334 248 108 103 140 1094 160 103 1023 732 644 291 138 153 1620 204 150 1416 102 1361 1294
is_linear=0
shrinkage=0.0995203


Tree=4377
num_leaves=35
num_cat=0
split_feature=6 5 18 26 6 2 9 6 6 1 1 1 6 8 9 26 26 8 18 9 9 2 2 26 2 2 6 6 2 18 23 6 10 8
split_gain=0.0116693 0.0178573 0.0312732 0.0558138 0.0168835 0.0146271 0.0287837 0.0358965 0.0267341 0.0115986 0.043269 0.0253394 0.0212449 0.0186173 0.0102327 0.00863502 0.0164025 0.012739 0.0172102 0.0112082 0.0245141 0.0150563 0.0312494 0.0276254 0.0128738 0.0211949 0.0166345 0.0190851 0.0137095 0.0119089 0.00976957 0.0079551 0.00728469 0.00584196
threshold=0.087515000000000023 -0.004089999999999999 -0.025079999999999998 0.091485000000000025 0.086965000000000028 -0.087359999999999993 0.084515000000000021 0.089165000000000022 0.091615000000000016 -0.067015000000000005 -0.081889999999999991 -0.087734999999999994 0.092980000000000021 -0.064125000000000001 0.087215000000000015 0.086255000000000012 0.085635000000000031 -0.092094999999999996 -0.017129999999999996 0.089255000000000015 0.088365000000000013 -0.082294999999999993 -0.08385999999999999 0.08919500000000001 -0.078244999999999995 -0.080254999999999993 -0.070864999999999997 -0.062135000000000003 -0.067815 -0.073454999999999993 0.086085000000000023 -0.082809999999999995 0.086165000000000019 -0.086404999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 -4 -7 33 -9 10 11 12 -3 -11 -14 16 17 18 -1 20 21 22 -17 -23 25 29 28 -28 -26 -21 32 -20 -19 -8
right_child=1 9 5 -5 -6 6 7 8 -10 13 -12 -13 14 -15 -16 19 -18 30 31 24 -22 23 -24 -25 26 -27 27 -29 -30 -31 -32 -33 -34 -35
leaf_value=-0.0023746153400230046 0.0038742982515859053 -0.0017621294951694192 0.0017256747159773154 -0.00028810220196113547 -0.0019120758496982099 -0.0022634885458700017 0.0028867181801244222 -0.0013222462280100759 0.00048263022353035851 -0.00069995028649853862 -0.0027857673098705474 0.0021717447304444412 -0.00071390145933306179 0.0020928384378073547 0.0010731442167823601 0.00011012668925571854 -0.0017910674974589518 -2.725043159833805e-06 0.00011707935421279498 -0.0014608770878556103 0.0023464370882011845 -0.0018566994359636457 0.0031040263588467537 0.0006073732527109582 -0.0011309392285574879 -0.0026790022691209349 0.0026142035889562881 4.8319359739607504e-05 0.00084710710149474516 0.00051481061324908182 0.0013938523984881185 -0.00096035306284659528 -0.00096270890162788005 0.0012547259063643834
leaf_weight=52 70 74 60 58 51 47 46 122 243 46 67 46 53 48 78 141 63 1178 142 47 63 77 46 108 99 46 50 69 53 84 47 128 84 46
leaf_count=52 70 74 60 58 51 47 46 122 243 46 67 46 53 48 78 141 63 1178 142 47 63 77 46 108 99 46 50 69 53 84 47 128 84 46
internal_value=0 0.000267303 0.0005765 0.00198182 -0.000118259 0.000256111 7.95389e-05 0.000322298 -0.000118401 -0.000250041 -0.000538602 5.79783e-05 -0.000412337 0.000717446 0.000343892 -8.24411e-05 -0.00021418 -0.000152768 -0.000713603 0.000169368 0.00052967 0.000219791 0.000850972 -0.000413789 -0.000178652 -0.000839838 0.000250172 0.0011333 -0.00043584 -0.000187775 -1.41838e-05 -0.000390672 -6.72713e-05 0.00207962
internal_weight=0 1104 692 128 2628 564 504 457 365 412 318 251 205 94 131 2577 1694 1631 322 883 435 372 187 185 448 177 271 119 152 131 1309 270 1262 92
internal_count=3732 1104 692 128 2628 564 504 457 365 412 318 251 205 94 131 2577 1694 1631 322 883 435 372 187 185 448 177 271 119 152 131 1309 270 1262 92
is_linear=0
shrinkage=0.0995203


Tree=4378
num_leaves=30
num_cat=0
split_feature=6 3 6 9 0 0 9 3 17 6 9 17 5 3 26 3 6 6 21 3 3 21 6 5 8 8 6 23 8
split_gain=0.00946056 0.0208346 0.0136896 0.0121153 0.0183983 0.0512755 0.0160046 0.0199207 0.0167239 0.0125473 0.0358356 0.0319218 0.0201733 0.0124522 0.0074949 0.0207339 0.0382483 0.0165544 0.0123887 0.0242709 0.0437413 0.02386 0.0176565 0.0118975 0.0117773 0.0184234 0.00846484 0.00783865 0.00769084
threshold=0.087515000000000023 0.084065000000000015 0.086965000000000028 0.084290000000000018 -0.08269 -0.083694999999999992 0.087695000000000009 0.090905000000000027 -0.008069999999999999 0.11690000000000002 0.097510000000000027 0.40827500000000011 -0.082179999999999989 0.098000000000000018 0.085855000000000029 0.084855000000000028 0.08463500000000003 0.08463500000000003 0.098000000000000018 0.097255000000000022 0.10457000000000002 0.10323500000000002 -0.095324999999999993 0.40898000000000007 -0.092094999999999996 -0.11257499999999999 -0.082809999999999995 0.086085000000000023 -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 2 2 2 2
left_child=2 -2 14 13 5 6 8 -8 -5 11 -11 12 -6 -3 17 16 -16 24 19 22 -21 -20 -17 -23 25 26 -1 28 -26
right_child=1 3 -4 4 9 -7 7 -9 -10 10 -12 -13 -14 -15 15 18 -18 -19 21 20 -22 23 -24 -25 27 -27 -28 -29 -30
leaf_value=0.00035392572580577735 0.0021481907498754984 -0.0020781205347805178 -0.0017217857481568789 0.0025676747995180913 0.0019126100660499994 0.0036268253951514413 -0.0016305655196754395 0.0010034861989519145 2.3532569478068906e-06 -0.0025104207183556577 0.00064805581512693917 0.0026707687779605844 -0.00025685105586050611 0.00012404093330522091 -0.00055472658389958782 0.0019395355334350893 0.0028534547792822039 -0.0017468707518580879 0.0025572481658676749 -0.0038035809419392991 -0.00036307481484060684 -0.00051975537223239248 -0.00010825179128352663 0.00087548445805085999 0.0012072221965100324 -0.0020887957190104576 -0.00086387477175291097 0.001255136016924711 -0.00010336792422136627
leaf_weight=112 54 47 51 46 47 56 69 48 57 68 74 47 437 54 59 50 72 66 46 48 157 139 248 107 46 72 113 47 1195
leaf_count=112 54 47 51 46 47 56 69 48 57 68 74 47 437 54 59 50 72 66 46 48 157 139 248 107 46 72 113 47 1195
internal_value=0 0.000240701 -0.000106459 0.000141822 0.000252778 0.00093712 0.000248746 -0.000542932 0.00115598 -2.66571e-05 -0.000858689 0.000194303 -4.44887e-05 -0.000892623 -7.41734e-05 0.000151947 0.00131222 -0.000201494 -3.82139e-05 -0.000338495 -0.00117265 0.000476248 0.00023259 8.37895e-05 -0.000136627 -0.000701588 -0.000254042 -5.71715e-06 -5.41287e-05
internal_weight=0 1104 2628 1050 949 276 220 117 103 673 142 531 484 101 2577 926 131 1651 795 503 205 292 298 246 1585 297 225 1288 1241
internal_count=3732 1104 2628 1050 949 276 220 117 103 673 142 531 484 101 2577 926 131 1651 795 503 205 292 298 246 1585 297 225 1288 1241
is_linear=0
shrinkage=0.0995203


Tree=4379
num_leaves=23
num_cat=0
split_feature=6 6 6 0 0 3 3 6 3 3 3 6 6 6 0 18 26 2 6 19 21 19
split_gain=0.00786808 0.0293175 0.0126251 0.0152949 0.0563829 0.0214835 0.024065 0.0189926 0.0154482 0.0258165 0.0212819 0.00798246 0.0103711 0.0078251 0.0241861 0.0275522 0.0116721 0.0123451 0.00852718 0.00745377 0.0201107 0.0177996
threshold=0.087235000000000021 0.087670000000000012 0.088055000000000022 -0.08269 -0.083694999999999992 0.087675000000000017 0.090435000000000029 0.089525000000000021 0.08666500000000002 0.08802500000000002 0.089655000000000026 0.086100000000000024 0.085570000000000021 -0.0048649999999999995 -0.088594999999999993 -0.0032949999999999998 0.088825000000000029 0.096520000000000022 -0.0076549999999999995 0.11174500000000002 0.089755000000000015 0.10517000000000003
decision_type=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 -2 -3 4 5 7 -7 -4 -5 -10 -11 12 13 18 15 -15 17 -16 19 21 -21 -1
right_child=1 2 3 8 -6 6 -8 -9 9 10 -12 -13 -14 14 16 -17 -18 -19 -20 20 -22 -23
leaf_value=-1.4649851510298971e-05 0.0025478924527795039 -0.0014712297900637639 -4.1076381439056919e-05 -0.0017512036097914701 0.0036158190480445936 -0.0025146338540121523 0.00021756853829443885 0.0023318697990358439 0.0022942841358623155 -0.0015123723407639476 0.00012308023933026963 -0.001042260265091156 0.0014132865906384933 -0.0033983644210816817 -0.00063343519146342737 -0.00034001549666991683 0.00093032207759903421 0.00075156284963486257 0.0012490293783406991 -0.0024024010319348148 -6.8011461222518277e-05 0.0019711331298250738
leaf_weight=1568 51 48 71 51 56 48 94 62 47 93 513 86 46 52 293 68 90 81 53 47 168 46
leaf_count=1568 51 48 71 51 56 48 94 62 47 93 513 86 46 52 293 68 90 81 53 47 168 46
internal_value=0 0.000215368 0.00010477 0.000178651 0.000736841 0.0001476 -0.000700228 0.00105895 -8.26305e-05 4.64333e-05 -0.000126554 -9.88098e-05 -6.61843e-05 -9.41138e-05 -0.000412375 -0.00167212 -8.48139e-05 -0.000331287 4.21027e-06 -3.1414e-05 -0.000582128 4.1439e-05
internal_weight=0 1134 1083 1035 331 275 142 133 704 653 606 2598 2512 2466 584 120 464 374 1882 1829 215 1614
internal_count=3732 1134 1083 1035 331 275 142 133 704 653 606 2598 2512 2466 584 120 464 374 1882 1829 215 1614
is_linear=0
shrinkage=0.0995203


Tree=4380
num_leaves=10
num_cat=0
split_feature=23 9 18 10 10 17 6 0 6
split_gain=0.0299576 0.00817587 0.010655 0.00767486 0.0165756 0.0128835 0.00859551 0.0162635 0.0095103
threshold=-0.067739999999999995 0.13087500000000005 0.12665000000000004 0.09056500000000002 0.086030000000000023 -0.56005499999999986 -0.0093650000000000001 -0.082794999999999994 -0.01146
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 8 -8 -7
right_child=1 2 -4 -5 -6 6 7 -9 -10
leaf_value=-0.0023114939009916688 0.001230934942842681 0.001691227219787402 -0.00021422678399460896 0.0010199492317629786 -0.0015783892203987445 8.6863677993888962e-05 -0.00055334859276484269 5.8041420876556637e-05 0.001497409835065377
leaf_weight=56 81 64 52 69 68 1500 721 1066 49
leaf_count=56 81 64 52 69 68 1500 721 1066 49
internal_value=0 7.64696e-06 0.000830001 -1.89638e-05 -3.97683e-05 -8.90935e-06 -3.92589e-05 -0.000188178 0.000132012
internal_weight=0 3670 116 3554 3485 3417 3336 1787 1549
internal_count=3726 3670 116 3554 3485 3417 3336 1787 1549
is_linear=0
shrinkage=0.0995203


Tree=4381
num_leaves=11
num_cat=0
split_feature=26 9 6 9 10 5 10 10 6 3
split_gain=0.0286681 0.00844 0.0126112 0.0069185 0.00753566 0.0154339 0.00733021 0.0100794 0.0057743 0.00371272
threshold=0.51432000000000022 0.11819000000000003 -0.09007999999999998 0.11156500000000001 0.09056500000000002 0.63223000000000018 0.086275000000000018 0.080995000000000025 0.12638500000000005 0.11462500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -4 -5
right_child=-2 2 8 9 -6 -7 -8 -9 -10 -11
leaf_value=9.2192963852327518e-06 -0.0024933586447676045 0.0019169554037365799 -0.00061190730972833539 -0.0014980855179540975 0.0011120445670984749 -0.001675947647640738 0.0012524787362168939 -0.0014007817696397268 0.00084423215501960012 -0.00021631583690108201
leaf_weight=3212 46 56 57 47 59 55 46 51 51 46
leaf_count=3212 46 56 57 47 59 55 46 51 51 46
internal_value=0 6.40421e-06 0.000704431 -2.59217e-05 -2.67097e-06 -2.24649e-05 4.77078e-06 -1.25679e-05 6.81343e-05 -0.000872895
internal_weight=0 3680 164 3516 3423 3364 3309 3263 108 93
internal_count=3726 3680 164 3516 3423 3364 3309 3263 108 93
is_linear=0
shrinkage=0.0995203


Tree=4382
num_leaves=10
num_cat=0
split_feature=23 6 5 6 6 0 6 0 6
split_gain=0.0240766 0.00598478 0.0142864 0.00557264 0.0062237 0.00612082 0.0152577 0.00739814 0.00560773
threshold=-0.067739999999999995 -0.46885499999999997 -0.49053999999999998 -0.41548999999999997 -0.23827499999999999 -0.23032 -0.047249999999999993 -0.19126499999999999 -0.0093650000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 -6 -7 -9
right_child=1 3 -4 4 5 7 -8 8 -10
leaf_value=-0.0020698732267625084 0.0020532067980728094 -0.00092668799621066294 -0.00018072045336571616 0.0010256420535759074 -0.001681373367742145 0.0011769793853543952 0.00065606581357677794 0.00014882070912378731 -0.00011665113614073237
leaf_weight=56 47 65 70 58 68 53 46 1330 1933
leaf_count=56 47 65 70 58 68 53 46 1330 1933
internal_value=0 9.20255e-06 0.000709673 -1.36335e-05 3.14689e-06 -1.39045e-05 -0.000731015 1.05021e-05 -8.19383e-06
internal_weight=0 3670 117 3553 3488 3430 114 3316 3263
internal_count=3726 3670 117 3553 3488 3430 114 3316 3263
is_linear=0
shrinkage=0.0995203


Tree=4383
num_leaves=12
num_cat=0
split_feature=26 9 6 9 10 10 1 3 21 6 3
split_gain=0.0230276 0.00663284 0.00981182 0.00542069 0.00627862 0.012485 0.00628333 0.013016 0.00625862 0.00475528 0.00302893
threshold=0.51432000000000022 0.11819000000000003 -0.09007999999999998 0.11156500000000001 0.09056500000000002 0.086030000000000023 -0.49056499999999997 0.10525500000000003 0.12603000000000006 0.12638500000000005 0.11462500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -8 -4 -5
right_child=-2 2 9 10 -6 -7 8 -9 -10 -11 -12
leaf_value=0.0011128477944988594 -0.0022325832848938813 0.0016962368365467818 -0.00055191569706116925 -0.0013352117208589806 0.0010172931993391978 -0.0013240925377466487 -5.640209150199294e-05 -0.00081634048223706965 0.00057143306008354707 0.00076929878238460997 -0.00017572866861396933
leaf_weight=128 46 56 57 47 59 71 2952 47 166 51 46
leaf_count=128 46 56 57 47 59 71 2952 47 166 51 46
internal_value=0 7.80809e-06 0.000626612 -2.08225e-05 -2.15072e-07 -1.83042e-05 9.60123e-06 0.000590045 -2.27141e-05 6.44113e-05 -0.000770507
internal_weight=0 3680 164 3516 3423 3364 3293 175 3118 108 93
internal_count=3726 3680 164 3516 3423 3364 3293 175 3118 108 93
is_linear=0
shrinkage=0.0995203


Tree=4384
num_leaves=15
num_cat=0
split_feature=10 10 18 3 29 26 2 2 17 5 17 26 29 3
split_gain=0.0334479 0.0096897 0.0106772 0.00803026 0.0147316 0.00849709 0.0206092 0.0157942 0.0150756 0.0103595 0.11093 0.0151523 0.0189629 0.00991029
threshold=0.093790000000000026 0.085705000000000017 -0.047715 0.17152000000000003 -1.0000000180025095e-35 -0.086635000000000004 -0.13088999999999998 -0.095204999999999998 -0.088525000000000006 -0.097345000000000001 -0.0042049999999999995 -0.08274999999999999 -0.0094649999999999995 0.10377500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 -1 -8 -9 10 -7 -11 -13 -12
right_child=-2 2 -4 4 -6 9 7 8 -10 11 13 12 -14 -15
leaf_value=-0.0024910602797885277 -0.0023467255300285025 -0.00022070179334907582 0.0018114260281410842 -0.00047177735200882903 0.001924438261050151 -0.0044658909582709766 0.00090148429595770727 -0.0019380903177547736 -8.9835380723942467e-05 0.0016390136189007628 0.00038901936401245391 -0.0015045171874590577 3.4804562445612349e-05 -0.0004198753494946388
leaf_weight=49 65 46 56 48 53 61 80 69 122 56 303 82 2364 297
leaf_count=49 65 46 56 48 53 61 80 69 122 56 303 82 2364 297
internal_value=0 -6.87384e-05 0.000886951 -9.61656e-05 0.000777538 -0.000121736 -0.000610782 -0.000267784 -0.000761816 -7.20009e-05 -0.000422465 2.02607e-05 -1.64652e-05 -1.00191e-05
internal_weight=0 3686 102 3584 101 3483 320 271 191 3163 661 2502 2446 600
internal_count=3751 3686 102 3584 101 3483 320 271 191 3163 661 2502 2446 600
is_linear=0
shrinkage=0.0995203


Tree=4385
num_leaves=21
num_cat=0
split_feature=22 4 19 21 5 18 5 9 9 9 3 3 3 5 26 3 5 5 4 18
split_gain=0.0276568 0.00704405 0.00674796 0.0156991 0.00669801 0.0312808 0.0130999 0.0126941 0.024131 0.0234401 0.0118046 0.0331104 0.0190407 0.00988255 0.0301363 0.0186821 0.00572261 0.00724387 0.00490358 0.00333026
threshold=0.11777500000000002 0.15221500000000004 0.10583000000000002 -0.083784999999999984 -0.039649999999999998 -0.048605000000000002 -0.0054650000000000002 0.08938500000000002 0.09296500000000002 0.08735500000000003 0.098755000000000023 0.091715000000000033 0.10377500000000002 0.066275000000000014 0.0054200000000000012 0.087170000000000011 -0.066919999999999993 -0.015214999999999999 0.11660000000000002 0.11769500000000002
decision_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 -1 7 9 -9 -6 11 -7 -12 14 -8 -15 19 -18 -2 -5
right_child=18 -3 3 16 6 10 13 8 -10 -11 12 -13 -14 15 -16 -17 17 -19 -20 -21
leaf_value=-0.0027530677262336436 -0.0025415425501889664 0.0010049839692613208 0.0018790458312486218 3.4653839070406304e-05 0.0004260235216805046 -2.1889475128367964e-05 -0.0017877562505590463 0.0025149065594614111 -0.00035232845989275767 -0.0013554566829012181 0.0016886337101050565 -0.0014177830978336723 -6.0034881149921801e-05 0.0012944923865097744 -5.6168827734821638e-05 -0.00015898230840052796 -0.0013510030370690316 0.00016680677401706231 -0.0010450267619609677 0.0010791007170953819
leaf_weight=49 46 61 56 68 486 591 137 68 50 86 72 236 425 102 368 618 51 78 46 57
leaf_count=49 46 61 56 68 486 591 137 68 50 86 72 236 425 102 368 618 51 78 46 57
internal_value=0 -5.46028e-05 -7.27944e-05 0.000370448 -0.000114833 -0.000282596 5.02034e-06 0.000352256 0.00129304 0.000156747 -0.000190548 -0.000421224 0.000191646 -0.000189897 -0.000527547 4.57897e-05 3.46205e-05 -0.000426912 -0.00180218 0.000517471
internal_weight=0 3659 3598 310 3288 1373 1915 690 118 572 1324 827 497 1225 505 720 254 129 92 125
internal_count=3751 3659 3598 310 3288 1373 1915 690 118 572 1324 827 497 1225 505 720 254 129 92 125
is_linear=0
shrinkage=0.0995203


Tree=4386
num_leaves=14
num_cat=0
split_feature=10 10 4 2 0 0 26 0 6 0 3 0 0
split_gain=0.0263111 0.00792704 0.0094913 0.0063887 0.00633192 0.0368922 0.0127067 0.022296 0.0137965 0.0115825 0.0519945 0.0212679 0.013941
threshold=0.093790000000000026 0.085705000000000017 0.10477500000000002 0.50951500000000005 -0.088594999999999993 -0.089449999999999988 0.084785000000000013 -0.110495 -0.101065 -0.087184999999999999 0.086535000000000015 -0.086589999999999986 -0.085794999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -8 10 -6 -11 -13
right_child=-2 2 -4 -5 9 -7 8 -9 -10 11 -12 12 -14
leaf_value=1.1168082158450101e-05 -0.0020731866088210199 0.0018306461818077032 -7.8987605687510883e-05 0.00099538143685422059 0.0028661519569287016 -0.0026886887618432264 -0.00058297959748812524 -0.0011211388744645622 0.00077742965369501083 -0.001905265349390789 -0.00091662644210577747 0.0011666130308905561 -6.0129183936399965e-05
leaf_weight=495 65 48 54 54 68 60 107 263 235 60 76 96 2070
leaf_count=495 65 48 54 54 68 60 107 263 235 60 76 96 2070
internal_value=0 -5.27762e-05 0.000811638 -7.76057e-05 -9.42516e-05 -0.000284772 -0.000152905 -0.000380624 0.000349411 -6.55571e-07 0.000864001 -5.6958e-05 -5.38037e-06
internal_weight=0 3686 102 3584 3530 1160 1100 758 342 2370 144 2226 2166
internal_count=3751 3686 102 3584 3530 1160 1100 758 342 2370 144 2226 2166
is_linear=0
shrinkage=0.0995203


Tree=4387
num_leaves=12
num_cat=0
split_feature=22 4 1 4 4 4 17 27 0 17 4
split_gain=0.0222088 0.00549954 0.00569693 0.00710445 0.0337342 0.017389 0.0101267 0.00897685 0.0215618 0.0116175 0.0269221
threshold=0.12026000000000002 0.15221500000000004 0.51613500000000012 0.10300500000000003 0.10606500000000003 0.10755500000000003 -0.052269999999999997 0.084480000000000013 -0.10806499999999999 -0.56368999999999991 0.094025000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -6 -7 9 -9 -1 -11
right_child=-2 -3 -4 4 5 6 -8 8 -10 10 -12
leaf_value=0.0012725987831292041 -0.0016603567397371845 0.00089429381218896593 -0.00087850536896598691 0.0021675584017081281 -0.0018324104316934859 0.00088626704313530679 -0.00019535616336779685 0.00061004631125475704 -0.0022055618263557854 -4.1734795381116991e-05 -0.0019288780017724834
leaf_weight=63 86 61 82 81 48 131 246 47 62 2767 77
leaf_count=63 86 61 82 81 48 131 246 47 62 2767 77
internal_value=0 -4.1945e-05 -5.80186e-05 -3.86834e-05 0.00030601 -4.68527e-05 0.000178315 -9.67848e-05 -0.000983982 -6.3237e-05 -9.31162e-05
internal_weight=0 3665 3604 3522 506 425 377 3016 109 2907 2844
internal_count=3751 3665 3604 3522 506 425 377 3016 109 2907 2844
is_linear=0
shrinkage=0.0995203


Tree=4388
num_leaves=32
num_cat=0
split_feature=8 1 17 26 1 1 8 26 1 3 3 3 5 9 2 4 3 1 9 17 6 2 3 9 26 2 6 5 0 11 3
split_gain=0.0122331 0.0210313 0.0353547 0.0287842 0.0129929 0.0331755 0.0291438 0.0231009 0.0173927 0.0147331 0.039183 0.0204232 0.0424289 0.0119637 0.0274647 0.0114404 0.0109315 0.00957602 0.00843623 0.0227444 0.0336175 0.0176997 0.0290128 0.0130803 0.00990671 0.00552495 0.0108922 0.00840263 0.0110947 0.0194943 0.00752692
threshold=-0.071594999999999992 0.0033150000000000007 -0.019465 0.087045000000000025 -0.077774999999999997 -0.072579999999999992 -0.052214999999999998 0.10038000000000001 -0.057259999999999998 0.11404500000000002 0.11741000000000003 0.10892000000000003 -0.004089999999999999 0.095415000000000014 -0.11700999999999999 0.079660000000000022 0.12274500000000002 -0.0017949999999999999 0.094085000000000016 0.28919000000000006 0.099330000000000016 -0.073884999999999992 0.099145000000000025 0.091690000000000021 0.098185000000000022 -0.073369999999999991 -0.096934999999999993 -0.42170999999999997 -0.14028499999999997 -1.0000000180025095e-35 0.093835000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 -6 -2 13 -7 11 -11 12 -10 14 -8 -16 -12 18 19 23 -21 -20 -23 24 -1 26 -4 28 -27 -30 -28
right_child=4 2 25 -5 5 8 7 -9 9 10 16 -13 -14 -15 15 -17 -18 -19 21 20 -22 22 -24 -25 -26 27 30 -29 29 -31 -32
leaf_value=6.0232510698751865e-05 -0.0019920475412557154 -0.0040986113046364387 0.0012872888332443133 -0.00092526765224468992 0.0030518201466340576 -0.0012275834431058051 -0.0021336798944736625 0.0018716461753393069 -4.0458652535828714e-05 0.0034997134903703496 -0.00080603894787088847 -0.0014618171443567169 0.0020616389578803854 0.00098333399468919329 0.0015161999340906421 -0.00028924431592577125 0.00086073404276413472 0.0012154221092903644 -0.00064757385147666947 0.0003035703337116092 -0.0031637933930975777 0.0033616742891452592 -0.00013814171517233719 0.0014206618902396933 -0.001156872738799576 -0.0012523775306864842 -0.0010732971186708622 -0.0012634611178208906 -0.00086909428997239023 0.0018260486153534846 0.00059446074974393382
leaf_weight=1230 73 46 62 76 47 65 72 66 470 53 50 66 119 70 46 141 171 70 56 55 55 46 47 67 70 52 63 91 51 55 46
leaf_count=1230 73 46 62 76 47 65 72 66 470 53 50 66 119 70 46 141 171 70 56 55 55 46 47 67 70 52 63 91 51 55 46
internal_value=0 -9.65992e-05 -0.000636429 -0.00212849 0.000269922 0.000465929 -0.000164321 0.00017139 0.000342835 0.000453595 0.00106704 0.000195729 0.000382854 -0.000167207 -0.000481325 0.000150498 0.000479932 7.54344e-05 2.5854e-05 -4.56235e-05 -0.00142267 0.000739886 0.00158415 6.45861e-05 -4.67425e-06 -0.000201072 0.000231225 -0.000501239 -5.70556e-05 0.000521606 -0.000361962
internal_weight=0 2238 542 122 1509 1041 468 395 994 929 274 655 589 329 259 187 221 1696 1626 1477 110 149 93 1367 1300 420 171 249 158 106 109
internal_count=3747 2238 542 122 1509 1041 468 395 994 929 274 655 589 329 259 187 221 1696 1626 1477 110 149 93 1367 1300 420 171 249 158 106 109
is_linear=0
shrinkage=0.0995203


Tree=4389
num_leaves=13
num_cat=0
split_feature=2 21 21 2 3 25 36 29 18 0 18 17
split_gain=0.0104717 0.0160263 0.0140444 0.00924066 0.00888548 0.0075197 0.00737149 0.00710455 0.00733963 0.0218624 0.00936839 0.00299899
threshold=0.15165000000000003 0.13589500000000002 0.097640000000000018 -0.032624999999999994 0.13345500000000002 0.083740000000000023 0.090760000000000021 -0.08570499999999999 0.089505000000000015 -0.073464999999999989 0.086800000000000016 -0.0064000000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -3 11 6 7 -1 10 -10 -9 -2
right_child=2 3 -4 -5 -6 -7 -8 8 9 -11 -12 -13
leaf_value=0.0010115747929826298 0.0010596338905972213 0.00041348121737164927 -0.0019930013794397725 0.0021085421658545663 -0.00093963341898508604 0.0012966525125304162 -0.0011466672840140834 -1.5981444150637288e-05 -8.3938053830824531e-05 0.001128265582347403 -0.0010852050847361271 -4.4158488692214611e-05
leaf_weight=74 46 74 55 58 80 47 52 2468 439 221 84 49
leaf_count=74 46 74 55 58 80 47 52 2468 439 221 84 49
internal_value=0 8.84175e-05 -0.000604457 0.00116448 -0.000163379 4.62138e-05 2.8362e-05 4.72057e-05 2.47331e-05 0.000320726 -5.14961e-05 0.000481693
internal_weight=0 3517 230 132 175 3385 3338 3286 3212 660 2552 95
internal_count=3747 3517 230 132 175 3385 3338 3286 3212 660 2552 95
is_linear=0
shrinkage=0.0995203


Tree=4390
num_leaves=18
num_cat=0
split_feature=2 23 21 0 21 6 0 1 17 3 6 1 21 21 21 21 1
split_gain=0.00850141 0.0208007 0.0122025 0.0133339 0.0113791 0.00768779 0.00740306 0.00680497 0.0185418 0.0407119 0.0236016 0.0122085 0.00871669 0.01539 0.0063459 0.0124766 0.00920792
threshold=0.15165000000000003 0.086085000000000023 0.13276500000000005 -0.081604999999999997 0.097640000000000018 -0.25061999999999995 -0.10806499999999999 0.0065600000000000007 -0.052269999999999997 0.11663500000000003 -0.07150999999999999 0.0022300000000000006 0.10900500000000002 0.10168500000000003 0.10384500000000002 0.11119000000000002 -0.0084199999999999987
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 -2 -7 11 9 10 -9 14 13 -10 16 -16 -1
right_child=4 -3 3 -5 -6 6 -8 8 12 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=8.3678710712158444e-05 -0.0010408700355891188 0.0021375629388048255 0.0022241616648933826 0.00021472724751428742 -0.0017946574894571483 0.001197069927612893 -0.00041094370815659563 -0.0040528556041021201 -4.1291777492006013e-05 0.00060616892563140586 -0.0010500365934396991 0.0012240943406748889 -0.0011261961532198644 0.001610420642096919 0.0016461147381296732 -0.00018131740417204445 -0.00052165989789584725
leaf_weight=2010 62 48 52 91 55 53 60 47 487 78 60 91 59 63 70 77 284
leaf_count=2010 62 48 52 91 55 53 60 47 487 78 60 91 59 63 70 77 284
internal_value=0 7.96181e-05 5.09067e-05 0.000951156 -0.000544655 -0.000147119 0.000336013 1.19547e-05 -0.000241968 -0.00111462 -0.00237668 9.19045e-05 2.1781e-05 0.000146416 4.93612e-05 0.00068332 8.38019e-06
internal_weight=0 3517 3469 143 230 175 113 3326 794 185 107 2532 609 550 2441 147 2294
internal_count=3747 3517 3469 143 230 175 113 3326 794 185 107 2532 609 550 2441 147 2294
is_linear=0
shrinkage=0.0995203


Tree=4391
num_leaves=25
num_cat=0
split_feature=8 1 17 9 21 20 21 6 21 3 8 9 5 20 3 3 17 1 1 21 6 9 21 6
split_gain=0.00845438 0.013616 0.0240457 0.042472 0.0124136 0.0167679 0.0108129 0.00927611 0.0089606 0.0160719 0.00992877 0.0114291 0.0086346 0.0238742 0.0108376 0.0153055 0.00789529 0.00834275 0.013079 0.00658518 0.00797771 0.00870429 0.0142624 0.00638172
threshold=-0.046889999999999994 0.0033150000000000007 -0.042709999999999991 0.089150000000000021 0.10384500000000002 -0.0093149999999999986 0.13589500000000002 0.11816500000000002 0.10470500000000002 0.10502000000000002 -0.014194999999999999 0.091200000000000017 -0.43873000000000001 -0.042414999999999994 0.11360500000000003 0.10636500000000003 0.41752000000000006 -0.0017949999999999999 -0.0084199999999999987 -0.080634999999999998 -0.059114999999999994 0.10054500000000002 0.093835000000000016 -0.040424999999999996
decision_type=2 2 2 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 7 -6 8 16 10 -10 11 -2 13 -12 15 -14 17 18 -1 -4 21 22 -21 -8
right_child=6 2 19 -5 5 -7 23 -9 9 -11 12 -13 14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=4.2723999783069563e-05 0.00011189873489800036 -0.0040990569653129158 0.00085286531438928009 -0.00037688547352718207 0.0018096869643520318 -0.00042027586280181758 0.0020496349959055159 -0.001079965069545415 -0.0018448932127129352 0.00028281887380668294 -0.00078896588515278308 0.0023268497409861186 -1.4967119314416907e-05 0.0019322236795969556 -0.0010244187749239074 0.0014767583008995378 0.0010284540841920444 0.0011495347638685544 -0.00095767987273379161 0.00017759155780464503 -0.001273823968932326 0.00092371776654361505 -0.0012583632201557627 0.00043412998363586027
leaf_weight=1453 46 46 58 91 88 53 50 76 58 88 51 48 530 84 85 78 77 60 142 195 67 68 105 50
leaf_count=1453 46 46 58 91 88 53 50 76 58 88 51 48 530 84 85 78 77 60 142 195 67 68 105 50
internal_value=0 -6.33768e-05 -0.000465744 -0.00163264 6.62653e-05 0.000965668 0.000259242 -3.42345e-06 0.000165701 -0.00055683 0.000281003 0.00125165 0.00016982 0.000898155 2.67558e-05 0.000175059 4.33425e-05 -1.9959e-06 -4.5827e-05 -0.000139813 -0.000274052 -8.98036e-05 -0.000322264 0.00125007
internal_weight=0 2579 630 137 1949 141 1168 1808 1068 146 922 94 828 135 693 608 1732 1655 1595 493 435 368 300 100
internal_count=3747 2579 630 137 1949 141 1168 1808 1068 146 922 94 828 135 693 608 1732 1655 1595 493 435 368 300 100
is_linear=0
shrinkage=0.0995203


Tree=4392
num_leaves=31
num_cat=0
split_feature=21 21 1 5 5 5 21 3 21 26 2 0 1 2 2 1 0 3 5 5 5 4 4 0 1 17 21 2 0 26
split_gain=0.00861059 0.0664668 0.0133372 0.0188535 0.0667768 0.0177456 0.0171399 0.0109046 0.0153098 0.0229447 0.0153551 0.0152502 0.0119544 0.0310777 0.0133736 0.0103993 0.0150009 0.0140194 0.00752092 0.0190007 0.00851624 0.00611235 0.0273039 0.0155852 0.0186469 0.0130348 0.011106 0.00697072 0.0141242 0.00549453
threshold=0.090995000000000006 0.091635000000000022 0.0022300000000000006 -0.094469999999999985 -0.099349999999999994 -0.091229999999999992 0.087785000000000016 0.096265000000000031 0.098000000000000018 0.047170000000000011 0.13398000000000002 -0.10942499999999999 0.10637500000000003 -0.069129999999999983 -0.076254999999999989 -0.040439999999999997 -0.088784999999999989 0.088325000000000028 -0.087969999999999993 -0.082179999999999989 -0.061665000000000005 0.11338500000000003 0.12631500000000004 -0.15137999999999999 0.27998000000000006 -0.00095 -0.080634999999999998 -0.029394999999999998 -0.063914999999999986 0.083400000000000016
decision_type=2 2 2 2 2 2 2 2 2 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 29 -5 21 11 9 -9 12 -3 14 -14 -10 -13 17 -17 -7 -20 -21 23 -23 24 -4 -25 -27 -24 -29 -1
right_child=1 7 6 5 -6 18 -8 8 10 -11 -12 15 13 -15 -16 16 -18 -19 19 20 -22 22 27 25 -26 26 -28 28 -30 -31
leaf_value=0.00099137332685124749 -0.0038942897403039648 0.0020266220102462076 0.00018866873070167225 0.001619524710816365 -0.0042282782176151952 -0.0010558083847796527 0.002038610585497304 -7.9539730990897992e-05 0.00067334683471491558 -0.0031336985736026115 -0.0015393011008932329 -0.00126190523283081 -0.00075936361067241258 0.0027760327313936153 -0.00066376364459265816 0.0008492679030589615 0.0014544850895167709 -0.0012327070754034608 0.0015709831533135606 -0.00064610596535131322 -4.8411992238226017e-06 -0.0017996312651875881 0.0015291854140735237 0.0013447147731922727 0.003027498043557965 0.00056881775798698047 -0.0012296619332136393 0.00094613176081619673 -0.0012405581269831921 -0.00047119243764490398
leaf_weight=52 49 46 46 64 48 73 60 53 111 46 68 48 48 50 221 58 78 71 71 236 1588 68 51 56 47 59 79 80 46 49
leaf_count=52 49 46 46 64 48 73 60 53 111 46 68 48 48 50 221 58 78 71 71 236 1588 68 51 56 47 59 79 80 46 49
internal_value=0 -0.000324452 2.29059e-05 -9.04936e-05 -0.0011711 -1.0853e-05 0.000442066 -0.000128749 -0.000375668 -0.00150691 -0.000149138 0.000358267 6.87986e-05 0.00103606 -0.000214252 5.40984e-05 0.000363214 -0.000290279 -6.42895e-05 -2.56617e-05 -8.82607e-05 0.000260466 -0.000101808 0.000572577 0.00163215 6.04176e-05 -0.000454815 0.000545838 0.000141319 0.000273707
internal_weight=0 947 2773 2181 149 2032 592 898 597 99 498 301 430 98 332 255 207 129 1968 1895 1824 532 245 287 93 194 138 177 126 101
internal_count=3720 947 2773 2181 149 2032 592 898 597 99 498 301 430 98 332 255 207 129 1968 1895 1824 532 245 287 93 194 138 177 126 101
is_linear=0
shrinkage=0.0995203


Tree=4393
num_leaves=30
num_cat=0
split_feature=6 6 9 3 3 17 17 2 3 3 21 8 8 8 5 17 17 3 8 5 5 5 8 18 17 17 6 9 21
split_gain=0.0106838 0.083283 0.0113408 0.0366175 0.0117687 0.0147689 0.0159679 0.0133664 0.0383384 0.0161603 0.0118893 0.00974079 0.0531026 0.0334264 0.018704 0.0333888 0.0439543 0.0184447 0.0454457 0.0199536 0.0390367 0.0156579 0.013798 0.0111138 0.00830505 0.0148273 0.00781762 0.0127344 0.00950912
threshold=-0.09007999999999998 -0.088444999999999982 0.11351500000000002 0.14940500000000004 0.10377500000000002 -0.016659999999999998 -0.0017249999999999998 -0.082025000000000001 0.08777500000000002 0.088115000000000013 0.084670000000000009 -0.086304999999999993 -0.08569499999999998 -0.086995000000000003 -0.053109999999999997 -0.00067499999999999993 -0.0062099999999999994 0.084465000000000026 -0.082419999999999993 -0.076589999999999991 -0.082635 -0.068984999999999991 -0.091134999999999994 -0.015069999999999998 -0.0069749999999999994 -0.015100000000000001 -0.104035 0.08951000000000002 0.09266000000000002
decision_type=2 2 2 2 2 2 2 2 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 7 -7 9 -9 -1 -8 13 -13 14 15 16 -3 18 -14 20 -19 -21 -17 -20 25 -16 27 28 -6
right_child=1 11 -4 -5 26 6 10 8 -10 -11 -12 12 17 -15 24 22 -18 19 23 21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0015026701415600181 -0.0040264878582901399 -0.00066940873272492742 -0.00093512797379440699 0.0028731365124721733 6.8545884523108405e-05 -0.0016360287222465934 -0.00069723829752046593 -0.00039690088353068514 0.0032976931684035302 -0.0011185363128233903 0.00074471644926238172 0.0029484791081596184 -0.0036006562933648067 -0.0029916386769840929 0.00044551330761406028 -0.00040309646461607319 -0.0044306110580693888 0.00019850362850385792 -0.00093991340021320493 -0.001560561853664825 0.0031496513130476866 -2.537832017928968e-05 0.001432374907029682 0.00083321735512614109 0.0013583740589684027 -0.0014941044936772289 -0.0014524945346691505 0.0013645495964330024 -0.0014816871546726625
leaf_weight=47 54 95 75 53 104 49 80 46 69 46 191 60 49 46 208 154 46 204 72 69 57 1451 55 68 63 48 53 46 62
leaf_count=47 54 95 75 53 104 49 80 46 69 46 191 60 49 46 208 154 46 204 72 69 57 1451 55 68 63 48 53 46 62
internal_value=0 -0.000155724 0.000234862 0.000339553 0.000169189 0.000441506 1.45595e-05 0.00109441 0.00181274 0.000197357 0.000316026 -7.92792e-05 3.16085e-05 -0.000395252 -0.000215502 -0.00071862 -0.00190227 -5.68148e-05 -0.000991785 4.19448e-05 0.000846144 -9.56062e-05 7.60057e-05 -7.28311e-05 0.000333941 7.8637e-05 -0.000370303 -9.58929e-05 -0.000505526
internal_weight=0 2799 921 846 793 528 320 208 115 93 271 2745 2030 715 669 350 141 1970 189 1781 261 1520 209 140 319 256 265 212 166
internal_count=3720 2799 921 846 793 528 320 208 115 93 271 2745 2030 715 669 350 141 1970 189 1781 261 1520 209 140 319 256 265 212 166
is_linear=0
shrinkage=0.0995203


Tree=4394
num_leaves=26
num_cat=0
split_feature=6 6 20 20 8 20 9 3 4 6 6 1 9 3 5 17 1 2 8 3 3 5 3 3 9
split_gain=0.00865816 0.0675278 0.00975023 0.0247719 0.0234732 0.0126249 0.0113503 0.0365175 0.0109317 0.0170651 0.00976663 0.00908199 0.0114843 0.0162691 0.0085384 0.0250656 0.0242506 0.0135432 0.0133144 0.00951897 0.029733 0.0414287 0.0212817 0.0139681 0.0107183
threshold=-0.09007999999999998 -0.088444999999999982 -0.07825 -0.073489999999999986 -0.010374999999999999 -0.040959999999999996 0.11351500000000002 0.14940500000000004 0.085990000000000025 -0.096934999999999993 -0.104035 0.10539000000000003 0.089645000000000016 0.10726500000000001 -0.082635 -0.0038549999999999999 -0.078954999999999984 -0.078914999999999999 -0.092094999999999996 0.092300000000000021 0.090995000000000006 -0.020485 0.093245000000000022 0.09049500000000002 0.09143500000000003
decision_type=2 2 2 2 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 8 -5 7 10 9 -1 -7 14 13 -13 15 16 -3 18 -17 20 23 -22 -21 -16 -24
right_child=1 11 3 5 -6 6 -8 -9 -10 -11 -12 12 -14 -15 19 17 -18 -19 -20 22 21 -23 24 -25 -26
leaf_value=0.0021853156556480174 -0.0036257708701999099 -0.0031967088687999195 -0.002067133761988959 0.0017623925274270246 0.0025645456230686441 0.00013211765390138886 -0.0012544256915178553 0.0028289764757035208 -0.0010520186100665464 -0.00015412377101616971 -0.0011549262930115782 3.4857874134323568e-05 -0.00038053349412963582 0.0025049739507054572 5.8677800157011485e-05 -0.00065676893852213052 -0.00018261470424805565 -0.0010651643664785326 0.0012055980736197438 -0.0020562103824455528 0.0037822094102780532 0 -0.00064016451133358152 -0.0016782691223958259 7.072113372688646e-05
leaf_weight=48 54 59 52 47 55 411 58 48 49 85 68 54 68 53 1021 60 49 81 102 62 51 66 306 48 665
leaf_count=48 54 59 52 47 55 411 58 48 49 85 68 54 68 53 1021 60 49 81 102 62 51 66 306 48 665
internal_value=0 -0.000140284 0.000211312 1.94772e-05 0.000761507 0.000192456 6.49247e-05 0.000211682 0.000212135 0.000684031 -4.88853e-05 -7.1419e-05 0.000621541 0.00126602 -0.000118924 -0.000575227 -0.00183678 -1.11665e-05 0.000510779 -4.63768e-05 0.000145546 0.00165183 -0.000267518 -1.85485e-05 -0.000152464
internal_weight=0 2799 921 684 237 632 585 527 182 133 479 2745 175 107 2570 351 108 243 162 2219 1186 117 1033 1069 971
internal_count=3720 2799 921 684 237 632 585 527 182 133 479 2745 175 107 2570 351 108 243 162 2219 1186 117 1033 1069 971
is_linear=0
shrinkage=0.0995203


Tree=4395
num_leaves=21
num_cat=0
split_feature=9 9 9 20 20 8 0 20 20 20 9 0 27 26 4 9 3 8 0 5
split_gain=0.0072266 0.0495822 0.0256276 0.00842771 0.0430018 0.0464475 0.0230082 0.0138506 0.0208202 0.0432756 0.00926592 0.00719687 0.00770813 0.0103122 0.0126849 0.00828342 0.0159437 0.00664375 0.0134037 0.00722074
threshold=0.083760000000000015 0.083925000000000013 0.083235000000000017 -0.082419999999999993 -0.080869999999999984 -0.08595499999999999 -0.068604999999999985 -0.083654999999999993 -0.085594999999999991 -0.09280999999999999 0.084235000000000018 0.11291000000000002 -0.032854999999999995 0.086515000000000022 0.11541000000000003 -0.20504500000000001 0.094970000000000013 0.10228000000000002 -0.057604999999999996 0.060575000000000011
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 11 6 5 -5 7 8 9 -3 -6 12 -1 15 -15 -14 -17 19 -19 -12
right_child=1 3 -4 4 10 -7 -8 -9 -10 -11 17 -13 13 14 -16 16 -18 18 -20 -21
leaf_value=0.0010603834530353948 -0.0033786733294445359 0.0001310732569750038 0.0020198233018187905 0 -0.0013453615237020869 -0.0042357979832065374 -0.001379281513840708 0.0022468077793811906 -0.0011613816177976299 0.0035508182345298034 4.1391832749837678e-05 -0.0010271704947817464 0.0013383070362373069 -0.0018592120934725371 0.000252313985682998 0.00055544588248172258 -0.00035381969885748762 0.0018060482004231043 -0.00040273335652134181 -0.00041577427931449476
leaf_weight=77 46 169 69 50 54 52 64 48 64 47 1429 59 54 60 52 352 417 56 52 449
leaf_count=77 46 169 69 50 54 52 64 48 64 47 1429 59 54 60 52 352 417 56 52 449
internal_value=0 -0.000140147 0.000160564 -8.10346e-05 -0.000158938 -0.00215332 0.000342562 0.000681027 0.000409684 0.000878975 -5.8817e-05 4.00157e-05 0.000103042 2.33265e-05 -0.000871552 0.000146103 6.13206e-05 -2.34232e-05 0.000734981 -6.74734e-05
internal_weight=0 2580 1140 2534 2142 102 392 328 280 216 2040 1071 1012 935 112 823 769 1986 108 1878
internal_count=3720 2580 1140 2534 2142 102 392 328 280 216 2040 1071 1012 935 112 823 769 1986 108 1878
is_linear=0
shrinkage=0.0995203


Tree=4396
num_leaves=16
num_cat=0
split_feature=22 6 23 0 2 2 8 6 8 6 0 1 30 1 2
split_gain=0.0351912 0.00871046 0.00873485 0.0127337 0.0283821 0.0168659 0.0118003 0.0124169 0.0126611 0.0110836 0.00997206 0.0115616 0.00828736 0.00671006 0.000547401
threshold=0.13292500000000004 -0.46637499999999998 0.086650000000000019 -0.15034 0.097745000000000012 0.11995000000000003 -0.074844999999999981 0.12241500000000002 -0.077074999999999991 -0.095324999999999993 -0.13056499999999996 0.15756500000000004 0.082765000000000019 -0.0327 -0.029394999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 9 -6 7 8 -5 -3 -8 -12 14 -11 -1
right_child=-2 2 -4 6 5 -7 10 -9 -10 13 11 -13 -14 -15 -16
leaf_value=-0.00093501393758739276 0.0028249651570303198 -0.0010489376087000025 -0.0012453944066485099 0.00022463862695734234 0.0034519416995137529 0.00081357844246715625 -0.0012922889262107595 -0.0011375386854359682 0.0014841171336783653 -0.0001388957717757405 -0.00017852649115581286 0.00092753496557492062 0.00028832311515557089 0.0014629641714840784 -0.0014974264271695971
leaf_weight=46 47 62 46 1800 49 49 72 63 83 52 1120 102 56 50 48
leaf_count=46 47 62 46 1800 49 49 72 63 83 52 1120 102 56 50 48
internal_value=0 8.37523e-05 0.000115354 0.000133462 0.000801153 0.00214111 7.92166e-05 0.000234258 0.000280589 0 -0.000153312 -8.55339e-05 -0.000658274 0.000638304 -0.00123091
internal_weight=0 3698 3548 3502 262 98 3240 1946 1883 164 1294 1222 150 102 94
internal_count=3745 3698 3548 3502 262 98 3240 1946 1883 164 1294 1222 150 102 94
is_linear=0
shrinkage=0.0995203


Tree=4397
num_leaves=22
num_cat=0
split_feature=10 11 20 38 2 8 3 3 3 22 3 3 17 20 20 21 1 17 17 8 20
split_gain=0.0302847 0.0089388 0.0108338 0.0203472 0.0081259 0.0100082 0.011434 0.0147642 0.00980385 0.0101042 0.011204 0.0274359 0.0116602 0.00863931 0.0133906 0.0118734 0.00660124 0.00598735 0.012009 0.0353762 0.00679423
threshold=0.096215000000000023 -0.075149999999999981 -0.066104999999999983 -0.076799999999999993 0.097745000000000012 -0.076394999999999991 0.087515000000000023 0.085965000000000028 0.14823500000000003 0.078495000000000023 0.10726500000000001 0.096265000000000031 -0.026504999999999997 -0.096095 -0.086734999999999993 0.086565000000000017 0.00039500000000000011 0.51392000000000015 0.40057000000000009 -0.082244999999999999 -0.14741499999999999
decision_type=2 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 16 9 10 11 -6 -12 15 -15 -8 -7 18 20 -20 -3
right_child=-2 4 3 -5 8 6 13 -9 -10 -11 12 -13 -14 14 -16 -17 -18 -19 19 -21 -22
leaf_value=0.00045150994727923444 0.0024467985723980695 -0.0008415669059988858 0.00023173527441598828 -0.0022464336326144031 0.0018740629669563526 -0.00039106614120788981 -0.00055094500638333782 0.0020341472945123442 -0.00064008303504280758 -0.00027412802749349181 0.0029029027299791979 -0.0011116494189371041 0.00098705040539842463 -0.0019951546790547645 -0.00028786568759078791 0.0016033325767670255 0.00099528364569824532 0.0010988644461752707 0.0010454690097295208 -0.0024321353429410057 0.00028089929589853786
leaf_weight=66 54 55 60 71 58 106 47 49 60 76 47 64 102 48 957 54 50 72 54 62 1533
leaf_count=66 54 55 60 71 58 106 47 49 60 76 47 64 102 48 957 54 50 72 54 62 1533
internal_value=0 7.21113e-05 -0.000579471 -0.00110515 0.000109083 5.368e-05 -0.000154527 0.000526754 0.000527294 0.000731505 0.00101655 0.000301078 0.00159687 -0.000281544 -0.000370222 0.000592742 4.80293e-05 0.000207834 0.000169705 -0.000806194 0.000241507
internal_weight=0 3691 197 131 3494 3087 1311 205 407 347 271 122 149 1106 1005 101 156 1776 1704 116 1588
internal_count=3745 3691 197 131 3494 3087 1311 205 407 347 271 122 149 1106 1005 101 156 1776 1704 116 1588
is_linear=0
shrinkage=0.0995203


Tree=4398
num_leaves=8
num_cat=0
split_feature=22 4 30 3 20 36 8
split_gain=0.0290788 0.00806522 0.00853515 0.0097051 0.00921363 0.00974078 0.0108912
threshold=0.13292500000000004 0.15028500000000003 0.10801000000000002 0.15108000000000005 -0.23803499999999997 0.087755000000000014 -0.077259999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.0011523293956347473 0.0025562879634898404 -0.0010248382263999378 0.0011579281071179717 -0.00095695256088343167 0.00025142894102850213 -0.0010200403720165691 -0.00011177960051943824
leaf_weight=79 47 66 72 90 1848 80 1463
leaf_count=79 47 66 72 90 1848 80 1463
internal_value=0 6.44961e-05 8.45166e-05 6.25772e-05 8.92563e-05 6.42485e-05 9.06942e-05
internal_weight=0 3698 3632 3560 3470 3391 3311
internal_count=3745 3698 3632 3560 3470 3391 3311
is_linear=0
shrinkage=0.0995203


Tree=4399
num_leaves=21
num_cat=0
split_feature=10 9 6 6 1 1 5 3 3 6 1 6 6 4 9 9 9 4 19 4
split_gain=0.0248535 0.00745904 0.0160292 0.0180856 0.0440415 0.0116937 0.0114721 0.0108954 0.0199154 0.0198445 0.00846575 0.0161871 0.0259693 0.00819524 0.0158176 0.00881675 0.0133067 0.00879446 0.00777376 0.00261673
threshold=0.096215000000000023 0.08709500000000002 -0.087284999999999988 -0.03764 0.0049450000000000015 0.067120000000000027 -0.0050400000000000002 0.087570000000000023 0.086965000000000028 -0.011749999999999998 -0.0057250000000000001 -0.091059999999999988 -0.095814999999999997 0.10801000000000002 0.11351500000000002 0.087495000000000031 0.087695000000000009 0.10300500000000003 -0.050215000000000003 0.086825000000000027
decision_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 7 10 8 -5 -9 19 12 -12 15 -15 -3 -17 18 -18 -1
right_child=-2 13 3 5 -6 -7 -8 9 -10 -11 11 -13 -14 14 -16 16 17 -19 -20 -21
leaf_value=0.00026540017127091705 0.0022064041754499431 -0.0011388484748274812 -7.3410370736544888e-05 0.00026469302891872536 0.0034254158401262431 -0.0010609818485061559 -0.0014346717408362053 0.0026661376696034017 -0.0017116352067939693 0.00049221411893412897 -0.00013029349379591883 0.0015238195850419526 -0.0024360220647768101 0.00036002420964628695 -0.0021242369454573507 0.0016782902481116656 -0.0011486983194051723 0.001197101138478273 -3.5642311148749325e-05 0.0013096173322382826
leaf_weight=53 54 69 81 611 63 62 68 48 55 327 363 46 56 47 54 46 65 55 1475 47
leaf_count=53 54 69 81 611 63 62 68 48 55 327 363 46 56 47 54 46 65 55 1475 47
internal_value=0 5.51748e-05 0.000194166 0.000401436 0.00145164 0.000263586 -0.000212858 0.000343261 0.000100253 0.00077266 -6.43585e-05 -0.00024434 -0.000440412 -8.86605e-05 -0.00096009 -3.67113e-05 9.13197e-06 -3.84936e-05 -8.31536e-05 0.000764369
internal_weight=0 3691 1880 1247 144 1103 633 1041 666 375 565 465 419 1811 101 1710 1641 1595 1540 100
internal_count=3745 3691 1880 1247 144 1103 633 1041 666 375 565 465 419 1811 101 1710 1641 1595 1540 100
is_linear=0
shrinkage=0.0995203


Tree=4400
num_leaves=16
num_cat=0
split_feature=6 0 20 3 0 0 0 0 5 29 5 6 30 27 3
split_gain=0.030009 0.0128246 0.0136294 0.0253257 0.0112502 0.00703035 0.0286868 0.0231717 0.0120546 0.00965613 0.00656906 0.00762202 0.00971281 0.00693528 0.00618702
threshold=0.23663500000000004 -0.16423499999999999 -0.0058900000000000003 0.10749000000000002 -0.20796499999999998 -0.064859999999999987 -0.067059999999999995 -0.068899999999999989 0.41488500000000011 0.0035350000000000004 0.63223000000000018 -0.082809999999999995 0.08980500000000001 0.085370000000000015 0.096510000000000026
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 -3 11 12 -7 14 -13
right_child=-2 5 4 -5 -6 10 -8 -9 -10 -11 -12 13 -14 -15 -16
leaf_value=-0.0025329081592379119 -0.0023865665796967517 0.0001171657643528782 0.00081795653944245783 0.00025808252241642964 -0.0011529117676367725 -0.0014758149959872853 0.0023335948981304919 -0.0020449756736060872 0.0014780251475837863 -0.0010435958430123609 -0.0012909740678301467 -0.00041313484241688994 0.00027877961135928334 -0.0011337145736959231 0.00035052062482923804
leaf_weight=78 53 2440 76 54 46 83 57 50 63 73 53 147 49 47 364
leaf_count=78 53 2440 76 54 46 83 57 50 63 73 53 147 49 47 364
internal_value=0 -1.24896e-06 -0.000683784 -0.00138494 6.81321e-05 4.91145e-05 0.000124332 7.60663e-05 0.000117553 8.31211e-05 -0.000221398 -0.000138056 -0.000818287 2.13921e-05 0.000129237
internal_weight=0 3680 254 132 122 3426 2683 2626 2576 2513 743 690 132 558 511
internal_count=3733 3680 254 132 122 3426 2683 2626 2576 2513 743 690 132 558 511
is_linear=0
shrinkage=0.0995203


Tree=4401
num_leaves=13
num_cat=0
split_feature=20 0 2 5 5 29 3 4 4 2 4 2
split_gain=0.0228203 0.0077216 0.0140647 0.0183965 0.0175831 0.00642597 0.0173632 0.00804503 0.0106025 0.00920888 0.0235035 0.010498
threshold=-0.40431 -0.16423499999999999 0.097745000000000012 -0.50544999999999984 -0.09583499999999999 0.0035350000000000004 0.10325000000000002 0.15028500000000003 0.13752500000000004 0.097285000000000024 0.086205000000000018 -0.011474999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 7 -7 8 9 11 -11 -3
right_child=1 5 3 -5 -6 6 -8 -9 -10 10 -12 -13
leaf_value=-0.0020440336045119199 -0.0023827558919059847 5.3530873881422308e-05 -0.0010116113640380895 0.0013727602664947794 0 -0.002129478066437675 0.00023106489011437298 -0.0011168601144241712 0.0011894201250419937 -0.0025158248670627457 0 0.0008510394554783157
leaf_weight=55 67 2776 63 65 57 49 82 56 84 48 157 174
leaf_count=55 67 2776 63 65 57 49 82 56 84 48 157 174
internal_value=0 -1.52716e-06 -0.000533423 0.000192807 -0.00128968 3.73576e-05 -0.000645638 6.47601e-05 8.54422e-05 5.57899e-05 -0.000588611 0.000100848
internal_weight=0 3678 252 128 124 3426 131 3295 3239 3155 205 2950
internal_count=3733 3678 252 128 124 3426 131 3295 3239 3155 205 2950
is_linear=0
shrinkage=0.0995203


Tree=4402
num_leaves=14
num_cat=0
split_feature=6 0 1 5 3 7 1 0 1 0 5 3 26
split_gain=0.0212291 0.00858875 0.00946854 0.0108249 0.00767036 0.00646816 0.00616893 0.0156359 0.0130938 0.00938685 0.00788705 0.0101736 0.00615651
threshold=0.23663500000000004 -0.16423499999999999 0.0022300000000000006 -0.50544999999999984 0.11578500000000001 -0.068034999999999998 -0.0064949999999999999 -0.14795 -0.0046399999999999992 -0.14731999999999998 0.63223000000000018 0.10214500000000003 0.40795000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -3 9 -8 -9 -7 11 -11 -10
right_child=-2 5 3 -5 -6 6 7 8 12 10 -12 -13 -14
leaf_value=-0.0014897671224741603 -0.0020062591488431906 -0.00098222804783747002 0 0.00072678806854517737 -0.0017312395897023851 -0.0011518020065726137 0.0019928219288061597 0.0017607508867450777 2.4906329248520095e-05 -6.6305373090580562e-05 -0.0011848181652434507 0.00050480677416539325 0.0010070732322902001
leaf_weight=76 53 60 52 77 49 72 49 49 930 1770 54 374 68
leaf_count=76 53 60 52 77 49 72 49 49 930 1770 54 374 68
internal_value=0 0 -0.000558573 -0.000156385 -0.000837801 4.12033e-05 5.96895e-05 0.000253672 0.000171498 -3.36086e-05 2.64775e-06 3.29378e-05 9.26478e-05
internal_weight=0 3680 254 178 101 3426 3366 1096 1047 2270 2198 2144 998
internal_count=3733 3680 254 178 101 3426 3366 1096 1047 2270 2198 2144 998
is_linear=0
shrinkage=0.0995203


Tree=4403
num_leaves=17
num_cat=0
split_feature=6 0 20 20 3 1 7 26 29 6 0 20 3 9 9 1
split_gain=0.0172141 0.00709482 0.0157312 0.0199121 0.0388344 0.00875282 0.00938513 0.00760462 0.0230721 0.0178191 0.00752369 0.00814103 0.00801976 0.00763412 0.0145234 0.00690003
threshold=0.23663500000000004 -0.14680499999999999 -0.0058900000000000003 -0.091229999999999992 0.097255000000000022 0.078505000000000019 0.078400000000000011 -0.23202999999999999 -0.08570499999999999 -0.067359999999999989 -0.050054999999999995 -0.077579999999999996 0.15108000000000005 0.12188500000000002 0.11351500000000002 -0.0064949999999999999
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 15 9 -9 -3 13 -12 -13 14 -10 -4
right_child=-2 7 5 4 -6 -7 -8 8 10 -11 11 12 -14 -15 -16 -17
leaf_value=0.00042610152977798994 -0.0018065957496162109 -0.0020576203395887781 -8.9947341181448312e-05 -0.0038497380296619852 -0.00013799062754635819 0.00092935736251397263 0.00074909451027770318 0.0018365059864310232 0.00011586757592854297 0.00060928776839734751 -0.0013158600180860007 -8.8333524192824373e-07 -0.0013676646860922689 0.0012852926799229731 -0.0013903709171831458 -0.0017972229564661355
leaf_weight=54 53 53 50 53 60 86 51 72 2490 46 70 383 48 53 65 46
leaf_count=54 53 53 50 53 60 86 51 72 2490 46 70 383 48 53 65 46
internal_value=0 0 -0.000395868 -0.00113357 -0.00188614 0.000129357 -0.000333101 4.80868e-05 7.50554e-05 -0.000810182 3.39994e-05 -0.00031883 -0.000155 0.000102092 7.7228e-05 -0.000916545
internal_weight=0 3680 400 167 113 233 147 3280 3181 99 3109 501 431 2608 2555 96
internal_count=3733 3680 400 167 113 233 147 3280 3181 99 3109 501 431 2608 2555 96
is_linear=0
shrinkage=0.0995203


Tree=4404
num_leaves=14
num_cat=0
split_feature=30 20 20 0 7 23 8 8 17 3 3 8 8
split_gain=0.0242035 0.0185741 0.0233935 0.0280292 0.0131235 0.0158423 0.0178188 0.0113343 0.00976978 0.00691925 0.0217392 0.0135808 0.0093933
threshold=-0.020805000000000001 -0.081189999999999998 -0.08231999999999999 -0.19631499999999999 0.085015000000000021 -0.022119999999999997 -0.42441999999999996 -0.16443499999999997 0.11180000000000002 0.11523000000000001 0.099655000000000021 -0.086404999999999996 -0.068099999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 -7 -8 -9 10 11 -5 -12
right_child=1 4 -4 9 -6 6 7 8 -10 -11 12 -13 -14
leaf_value=0.0024015303593528433 0.0027158113625957662 0.0014716329153968706 0.0021216330154048809 -0.00070022118571849376 -0.0014629230632088061 -0.0013833055972468746 0.0012470804878700259 8.5903737150633998e-05 -0.00041608140035913831 0.00097450209825071716 -0.00020939810796851975 0.00068578679827793981 -0.0021196177360722416
leaf_weight=46 46 73 84 91 60 91 74 2204 465 88 48 298 57
leaf_count=46 46 73 84 91 60 91 74 2204 465 88 48 298 57
internal_value=0 0.000103448 0.000559938 0.000349745 -5.82084e-06 2.39719e-05 -1.3029e-05 3.2132e-05 -1.24669e-06 0.00016133 1.48158e-05 0.000359449 -0.00125417
internal_weight=0 3679 712 628 2967 2907 2834 2743 2669 582 494 389 105
internal_count=3725 3679 712 628 2967 2907 2834 2743 2669 582 494 389 105
is_linear=0
shrinkage=0.0995203


Tree=4405
num_leaves=17
num_cat=0
split_feature=29 20 20 0 30 18 3 17 27 17 1 17 1 0 5 10
split_gain=0.0221688 0.0155301 0.0257443 0.0265669 0.013072 0.00979055 0.0232531 0.0218579 0.00838811 0.00782983 0.0109329 0.00677469 0.0179073 0.00875425 0.00930325 0.00749987
threshold=0.12951500000000005 -0.081945000000000004 -0.08267999999999999 -0.19631499999999999 0.10366000000000002 -0.082304999999999989 0.087625000000000022 -0.067414999999999989 -0.059829999999999994 0.11639500000000001 -0.03694999999999999 0.51326500000000019 -0.050379999999999994 -0.225295 -0.09583499999999999 0.090150000000000022
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 6 -5 -8 -3 10 -7 13 -13 14 -10 -15
right_child=-2 4 -4 5 -6 9 7 -9 11 -11 -12 12 -14 15 -16 -17
leaf_value=0.0026481308545450665 0.0022908981443624612 -0.0012124012086921487 0.0026793844286450725 0.0021775612207437412 -0.0013580014719159531 0.00076363556977647603 0.00083959878574341325 -0.0017932206608982277 -0.0015814772676112155 0.00067348689087113744 -0.0007654764063110464 -0.0021013191573893497 0.00032161119750964896 0.00014822680798450347 0.00018657290391890116 -0.00089435188249020173
leaf_weight=46 46 53 51 70 69 59 93 47 63 84 209 51 73 2587 54 70
leaf_count=46 46 53 51 70 69 59 93 47 63 84 209 51 73 2587 54 70
internal_value=0 9.15482e-05 0.000529275 0.000347574 -3.698e-06 0.000157815 0.000696336 -3.84293e-05 2.76908e-05 -0.000161136 -0.000425789 5.06527e-05 -0.000668315 8.30862e-05 -0.000758458 0.000120451
internal_weight=0 3679 659 608 3020 562 210 140 2951 352 268 2898 124 2774 117 2657
internal_count=3725 3679 659 608 3020 562 210 140 2951 352 268 2898 124 2774 117 2657
is_linear=0
shrinkage=0.0995203


Tree=4406
num_leaves=14
num_cat=0
split_feature=30 17 5 6 17 6 26 8 11 1 19 17 2
split_gain=0.0199537 0.0120571 0.0393603 0.0719164 0.0144635 0.0143008 0.0124105 0.013111 0.0157456 0.0103756 0.00979627 0.0117769 0.00908068
threshold=-0.020805000000000001 -0.011809999999999999 -0.091729999999999992 -0.094839999999999994 -0.015100000000000001 0.18123500000000006 -0.23202999999999999 -0.50270999999999988 -0.15367499999999998 0.51613500000000012 0.11219500000000003 -0.56655999999999984 -0.087444999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 10 -3 -8 -9 12 11 -4 -10
right_child=1 6 4 -5 -6 -7 7 8 9 -11 -12 -13 -14
leaf_value=0.0021677256369833221 -0.00042335572287429578 -0.0016401081792205936 -0.0013130069350856075 0.0047244309535418045 0.0017832368094249139 0.0017880330502729888 -0.001623870441160457 0.0018118261182686255 0.00056602286468444461 -0.0012679752956967572 0.0013998559137603321 5.6235312586158502e-05 -9.8280736025264676e-05
leaf_weight=46 54 50 65 53 52 48 51 46 237 67 51 1451 1454
leaf_count=46 54 50 65 53 52 48 51 46 237 67 51 1451 1454
internal_value=0 8.11488e-05 0.000267965 0.00211883 0.000148672 9.55349e-05 -9.23909e-05 -5.02321e-05 -5.29071e-06 -5.33033e-05 4.31682e-05 -1.93235e-06 -4.69197e-06
internal_weight=0 3679 1774 107 1667 1615 1905 1855 1804 1758 1567 1516 1691
internal_count=3725 3679 1774 107 1667 1615 1905 1855 1804 1758 1567 1516 1691
is_linear=0
shrinkage=0.0995203


Tree=4407
num_leaves=13
num_cat=0
split_feature=26 20 9 21 9 6 17 20 1 26 9 29
split_gain=0.0194507 0.01179 0.0111148 0.0101056 0.0159404 0.0208357 0.0136379 0.0122405 0.0221452 0.0127192 0.010236 0.00757012
threshold=0.5128250000000002 -0.24350999999999998 0.14805500000000002 -0.032929999999999994 0.089645000000000016 -0.0065449999999999996 -0.015464999999999998 -0.081945000000000004 0.064860000000000015 -0.085605000000000001 0.11891000000000003 0.097705000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 9 -5 11 -9
right_child=-2 2 -4 7 -6 -7 -8 10 -10 -11 -12 -13
leaf_value=0.0012727463002287125 0.0020467376945338253 -0.00066924231235855299 -0.0011633663652364161 -0.00067433250875840295 -0.0017294878534616345 -0.0015349938514631852 0.0010930103289155547 4.2398715103580968e-05 0.0024756958363707357 0.00065020465691365285 0.0013290566419911873 -0.00099194455762200632
leaf_weight=79 50 67 74 93 75 71 122 2598 55 309 60 72
leaf_count=79 50 67 74 93 75 71 122 2598 55 309 60 72
internal_value=0 6.97388e-05 4.30824e-05 6.86633e-05 -0.000450767 -7.87561e-05 0.000463965 0.00012352 0.000600358 0.000341745 4.33975e-05 1.41997e-05
internal_weight=0 3675 3596 3522 335 260 189 3187 457 402 2730 2670
internal_count=3725 3675 3596 3522 335 260 189 3187 457 402 2730 2670
is_linear=0
shrinkage=0.0995203


Tree=4408
num_leaves=32
num_cat=0
split_feature=1 5 5 18 1 8 26 26 26 30 17 20 20 0 17 9 0 21 9 26 26 26 8 9 8 9 20 1 1 0 17
split_gain=0.0140059 0.0316974 0.0690535 0.0159235 0.0158768 0.0532862 0.0265542 0.015004 0.015625 0.0125238 0.0169137 0.0102947 0.0466955 0.0188723 0.0303439 0.0242263 0.0363037 0.0203151 0.0148898 0.0116418 0.0219991 0.0181709 0.0170963 0.0439763 0.0119646 0.0105246 0.0122264 0.00969731 0.0115909 0.0168103 0.0142898
threshold=-0.081594999999999987 -0.0063549999999999995 -0.0087549999999999989 -0.46510999999999997 -0.08616 -0.085165000000000005 0.087625000000000022 0.09032500000000003 0.084685000000000024 0.080210000000000017 -0.0069749999999999994 -0.080754999999999993 -0.081374999999999989 -0.085684999999999997 0.11180000000000002 0.085945000000000021 -0.091134999999999994 0.10384500000000002 0.091010000000000021 0.09032500000000003 0.089625000000000024 0.091485000000000025 -0.055085000000000002 0.095415000000000014 -0.065539999999999987 0.11582000000000002 -0.01137 -0.52333999999999992 -0.14482999999999999 0.056590000000000008 -0.095109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 8 -1 10 27 12 13 15 17 16 -5 -15 -17 20 25 -21 24 -24 -23 26 -13 -3 29 -29 -30
right_child=3 9 -4 11 5 -7 -8 -9 -10 -11 -12 19 -14 14 -16 18 -18 -19 -20 21 -22 22 23 -25 -26 -27 -28 28 30 -31 -32
leaf_value=-0.0002839163581800543 -0.0014620390298714209 -0.0013477726432121503 -0.0041368397837422237 -0.00018736290468178795 -0.0012126970838714623 -0.0032652983306906387 0.0018084868698044515 -0.0013746950881009647 0.0017610041638075967 -0.0013747149131024925 0.001577834874021865 -0.00067132809408040623 0.0034430802044966165 -0.00014581831206444279 0.0029768595533594291 0.0021660744985464537 -0.0032209102281101874 0.0020870114091517023 -0.00026266872240765987 0.0018838963834397733 -0.0023090192185346776 2.6519244390698537e-05 0.0034188316565308455 0 -0.0014735513068238075 0.001170904745153149 5.0880735486918961e-05 0.0015936749783436058 0.00026119038871419854 -0.00013506423727914382 -0.0012649610444458294
leaf_weight=83 65 47 60 170 63 73 53 50 66 53 79 343 48 191 52 51 51 51 48 66 47 423 52 130 60 60 713 105 164 117 96
leaf_count=83 65 47 60 170 63 73 53 50 66 53 79 343 48 191 52 51 51 51 48 66 47 423 52 130 60 60 713 105 164 117 96
internal_value=0 -0.000346511 -0.000992943 7.52772e-05 -0.000504663 -0.00115829 0.000160615 0.000112006 0.000616394 9.03764e-05 0.000219436 0.000114692 0.000452532 0.00021741 0.00079382 -0.00030961 -0.000891117 0.000321354 0.000980234 -2.95925e-06 -0.000199001 0.000307818 0.000150164 0.000972828 -0.00015813 -0.000109405 -0.000182925 1.50278e-05 0.000149614 0.000678895 -0.000299163
internal_weight=0 1109 448 2621 388 189 116 199 149 661 608 2556 662 614 294 320 221 242 99 1894 1163 731 665 182 483 1116 1056 529 482 222 260
internal_count=3730 1109 448 2621 388 189 116 199 149 661 608 2556 662 614 294 320 221 242 99 1894 1163 731 665 182 483 1116 1056 529 482 222 260
is_linear=0
shrinkage=0.0995203


Tree=4409
num_leaves=20
num_cat=0
split_feature=3 18 17 18 0 4 1 5 22 3 3 21 1 3 0 2 1 17 0
split_gain=0.0148151 0.033607 0.0695153 0.0112093 0.0103027 0.00855632 0.00762307 0.00610774 0.00560216 0.00709753 0.0215726 0.0412674 0.0232515 0.0186981 0.0173675 0.0149145 0.00811892 0.00789868 0.00467669
threshold=0.08400500000000001 -0.0086449999999999982 -0.015100000000000001 -0.45171999999999995 0.019150000000000004 0.12631500000000004 -0.0032650000000000001 -0.016339999999999997 0.11884500000000002 0.091065000000000021 0.092900000000000024 0.089505000000000015 -0.073844999999999994 0.090595000000000023 -0.073664999999999994 -0.077544999999999989 -0.50763499999999995 -0.55754499999999996 -0.085054999999999992
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 18 -2 5 6 7 -3 9 13 11 12 -11 14 15 -5 -12 -18 -1
right_child=3 4 -4 8 -6 -7 -8 -9 -10 10 16 -13 -14 -15 -16 -17 17 -19 -20
leaf_value=-0.00082213918180748904 -0.0011687933023310359 0.0011493710501913174 -0.0044178556914867507 -0.00022926411399898836 -0.0012699691546054605 0.0013571849389563966 -0.0010087797300338372 -0.000376410072410726 -0.00075746750200637847 0.00175514997202761 -0.00096478112498238008 0.0033784111656473435 -0.00065372610857339852 -0.0016472173108784964 0.0014702119785138291 0.00087049441422433016 0.001263118682272483 7.7402563597297699e-05 0.00056596733884209589
leaf_weight=46 76 58 60 1052 46 62 52 46 82 66 71 59 99 73 74 138 58 1462 50
leaf_count=46 76 58 60 1052 46 62 52 46 82 66 71 59 99 73 74 138 58 1462 50
internal_value=0 -0.000601884 -0.0017602 2.54089e-05 7.94763e-05 0.000367977 -1.99224e-05 0.000466635 5.37261e-05 7.50893e-05 0.000203411 0.00111807 0.000304863 -9.84967e-05 -8.40552e-06 -0.000101041 7.41194e-05 0.000123186 -9.06398e-05
internal_weight=0 420 156 3310 264 218 156 104 3234 3152 1815 224 165 1337 1264 1190 1591 1520 96
internal_count=3730 420 156 3310 264 218 156 104 3234 3152 1815 224 165 1337 1264 1190 1591 1520 96
is_linear=0
shrinkage=0.0995203


Tree=4410
num_leaves=23
num_cat=0
split_feature=3 18 3 26 1 36 18 20 20 20 20 6 1 20 5 6 26 18 6 18 17 8
split_gain=0.0120209 0.0318998 0.0261117 0.0112852 0.0143559 0.0124975 0.00908958 0.00832585 0.0217396 0.0134709 0.0161147 0.0467957 0.0138031 0.0112642 0.0135646 0.0220125 0.011828 0.00885407 0.0182638 0.0136783 0.00771521 0.00767213
threshold=0.08400500000000001 -0.097059999999999994 0.083725000000000022 0.09032500000000003 -0.035694999999999998 0.088355000000000031 -0.45171999999999995 -0.075115000000000001 -0.077044999999999988 -0.079154999999999989 -0.081564999999999985 -0.085064999999999988 -0.0068249999999999995 -0.049534999999999996 -0.084089999999999984 -0.06656999999999999 0.15583500000000003 -0.14734 -0.0088699999999999994 -0.117225 -0.029114999999999999 -0.089304999999999995
decision_type=2 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 20 21 -2 8 9 10 12 -12 -8 14 -9 -16 17 18 -15 -19 -3 -6
right_child=6 2 -4 -5 5 -7 7 13 -10 -11 11 -13 -14 16 15 -17 -18 19 -20 -21 -22 -23
leaf_value=-0.0029581358313824683 -0.0010524747966979523 0.0020911984273011479 -0.0023696099809446865 -0.0013459089358950249 3.045248153446472e-05 0.00093849414855748001 0.0004961177407780136 -0.0018232422499980037 0.00241852962022067 -0.0011252541675877002 0.0024983511376400814 -0.001151504130765557 -0.00046576331536537857 -0.00049111895089555394 0.0015945974173904726 -0.0011694202727240239 0.0013086613294551383 -0.0015632405185145137 0.0022301284091854261 -2.4434916924013283e-05 0.00039418922146808755 -0.0016230575264145105
leaf_weight=48 76 53 49 46 50 58 345 75 46 70 100 53 258 47 46 75 68 59 50 1942 56 60
leaf_count=48 76 53 49 46 50 58 345 75 46 70 100 53 258 47 46 75 68 59 50 1942 56 60
internal_value=0 -0.000542178 -0.000228241 9.40767e-05 0.000336163 -0.000236851 2.28556e-05 4.83793e-05 0.000311313 0.000192971 0.000316112 0.00122867 8.3209e-05 -4.83437e-05 -0.000770909 -0.000111871 1.66629e-05 -2.4823e-05 0.000903147 -7.02161e-05 0.00122685 -0.00086402
internal_weight=0 420 372 323 277 168 3310 3234 872 826 756 153 603 2362 196 121 2166 2098 97 2001 109 110
internal_count=3730 420 372 323 277 168 3310 3234 872 826 756 153 603 2362 196 121 2166 2098 97 2001 109 110
is_linear=0
shrinkage=0.0995203


Tree=4411
num_leaves=19
num_cat=0
split_feature=30 3 4 0 5 8 29 4 18 20 20 3 21 5 29 20 20 5
split_gain=0.0109564 0.0112091 0.0257796 0.0691172 0.0134483 0.00745833 0.0102086 0.00866425 0.0071112 0.00840255 0.0431632 0.0126877 0.0114703 0.0111508 0.00994959 0.00750215 0.0171634 0.00629606
threshold=0.11955500000000002 0.08400500000000001 0.080000000000000029 -0.086589999999999986 -0.0098949999999999993 -0.080445000000000003 -0.082294999999999993 0.11541000000000003 -0.45171999999999995 -0.080324999999999994 -0.081114999999999993 0.087325000000000028 0.085470000000000018 -0.025879999999999997 0.095535000000000023 -0.077724999999999989 -0.076194999999999999 -0.052494999999999993
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 7 -7 -4 -3 10 11 12 -10 -13 15 17 -17 -11
right_child=-2 8 5 -5 -6 6 -8 -9 9 14 -12 13 -14 -15 -16 16 -18 -19
leaf_value=-0.0010302418666531283 0.0013199978535669336 -0.00094773231356940835 -0.00011281784980631537 -0.004583720033521429 0.0010248924720870629 -0.0014438915838058618 0.00037101036340594511 0.0017076980389091304 0.00010775836393335874 -8.4497523144987902e-05 0.0031519468823935992 -0.00021804587247299908 -0.0020762168780133084 0.00069717648076274925 -0.0013349201839928124 0.0017640715487142646 -3.0918133890782167e-05 -0.0016434281903827878
leaf_weight=82 58 76 51 50 51 51 76 51 48 54 50 231 46 304 59 54 2287 51
leaf_count=82 58 76 51 50 51 51 76 51 48 54 50 231 46 304 59 54 2287 51
internal_value=0 -5.82064e-05 -0.000547328 -0.0014284 -0.000236028 0.000153182 -0.000351363 0.000789415 3.35789e-06 2.63169e-05 0.00033702 0.000111957 -0.000952287 0.000300476 -5.75749e-05 -2.64294e-05 1.01374e-05 -0.000849489
internal_weight=0 3672 412 183 133 229 127 102 3260 3184 679 629 94 535 2505 2446 2341 105
internal_count=3730 3672 412 183 133 229 127 102 3260 3184 679 629 94 535 2505 2446 2341 105
is_linear=0
shrinkage=0.0995203


Tree=4412
num_leaves=20
num_cat=0
split_feature=6 17 9 1 1 9 5 17 6 17 20 4 17 17 3 6 5 9 26
split_gain=0.0129946 0.024896 0.0261513 0.0265379 0.0181009 0.0123808 0.00913495 0.0160867 0.0112745 0.0150631 0.0121385 0.00946291 0.00908477 0.0127127 0.0123413 0.00748058 0.00744827 0.00721994 0.00496982
threshold=0.10877500000000002 0.0065250000000000013 0.091690000000000021 -0.066524999999999987 -0.049499999999999995 0.090775000000000022 0.40898000000000007 -0.53447999999999996 -0.049814999999999991 -0.53447999999999996 -0.073489999999999986 0.10343500000000001 -0.239145 -0.45791500000000002 0.090050000000000033 0.10165000000000003 -0.54885499999999998 0.096305000000000016 -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=6 4 -3 -4 5 -2 7 -1 10 11 17 -10 13 14 -9 16 -14 -8 -18
right_child=1 2 3 -5 -6 -7 8 12 9 -11 -12 -13 15 -15 -16 -17 18 -19 -20
leaf_value=-0.0014781557433026873 -0.0023269983994108952 0.0030329441981042978 0.0023120750044180877 -0.00068544531497497754 0.0010492743984025594 -3.6889892190784907e-05 0.0012397825461237352 -0.0011422901817962066 0.0013844642375785571 -0.0016280122119819585 0.0023066285069119042 -0.00050666031660498022 -0.0011882468503550804 0.0017865472811870486 0.0010179398903924397 -0.0010866174476882077 0.00021641783826084992 -0.00047134076410959997 -0.00011616922512889006
leaf_weight=81 47 63 49 72 58 48 51 50 58 46 53 47 58 62 55 74 559 46 2165
leaf_count=81 47 63 49 72 58 48 51 50 58 46 53 47 58 62 55 74 559 46 2165
internal_value=0 0.000605089 0.00138595 0.000521661 -0.000328639 -0.00117851 -4.26937e-05 -9.36753e-05 0.000480323 -0.000121872 0.00109199 0.000530165 -5.63079e-05 0.000656516 -2.94471e-06 -9.82757e-05 -7.1692e-05 0.000419883 -4.76175e-05
internal_weight=0 337 184 121 153 95 3405 3104 301 151 150 105 3023 167 105 2856 2782 97 2724
internal_count=3742 337 184 121 153 95 3405 3104 301 151 150 105 3023 167 105 2856 2782 97 2724
is_linear=0
shrinkage=0.0995203


Tree=4413
num_leaves=21
num_cat=0
split_feature=6 5 18 17 18 2 21 9 9 8 9 5 9 29 4 4 5 5 4 0
split_gain=0.0105661 0.0165616 0.0167557 0.0302377 0.0101802 0.0124729 0.00780602 0.0162745 0.037834 0.0185604 0.010883 0.0133254 0.00928054 0.0350943 0.0154966 0.0204669 0.0148893 0.0311139 0.0135192 0.00762318
threshold=0.11596500000000003 0.15100500000000003 -0.067359999999999989 0.060860000000000011 -0.41265499999999994 -0.075209999999999985 -0.013044999999999999 0.084115000000000009 0.083610000000000032 -0.012839999999999999 0.08846500000000003 -0.021739999999999999 0.11351500000000002 0.11973500000000002 0.12061000000000001 0.11644500000000003 -0.40939500000000001 -0.034484999999999995 0.13424500000000003 -0.085794999999999996
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 8 9 -6 11 -9 13 14 15 -8 -14 -18 -16 -12
right_child=1 -3 3 -5 6 -7 12 10 -10 -11 19 -13 16 -15 18 -17 17 -19 -20 -21
leaf_value=2.6021996440992222e-05 0.0022682180188909641 -0.00065130650106108709 0.0019272523045144512 -0.0012562918782007915 0.0010780755257145567 0.0021341528813960276 1.5139893012282872e-05 -0.00062798598411993405 -0.0035502722201876343 -0.0013943729710794986 -0.0016339201496077449 0.0014983146323689419 0.00076766570945516091 0.0027023034051207716 -0.0019579363267960203 0.0020903081149619496 -0.0029473351776789676 0.00028703359276884021 -0.00024612423801943794 3.3621815333849903e-05
leaf_weight=70 75 73 60 58 55 47 2493 46 49 66 46 78 46 48 71 48 59 58 132 64
leaf_count=70 75 73 60 58 55 47 2493 46 49 66 46 78 46 48 71 48 59 58 132 64
internal_value=0 0.000618506 0.00110304 0.000355522 -3.2212e-05 0.000879875 -6.42254e-05 -0.000474568 -0.00121587 -0.000263767 6.04871e-05 0.000702924 -7.8474e-06 3.44869e-05 -1.18822e-05 5.46624e-05 -0.000738006 -0.00133698 -0.00084887 -0.000656272
internal_weight=0 266 193 118 3476 117 3359 404 170 121 234 124 2955 2792 2744 2541 163 117 203 110
internal_count=3742 266 193 118 3476 117 3359 404 170 121 234 124 2955 2792 2744 2541 163 117 203 110
is_linear=0
shrinkage=0.0995203


Tree=4414
num_leaves=22
num_cat=0
split_feature=6 17 6 17 3 6 19 1 1 6 3 6 1 6 5 26 29 26 9 3 3
split_gain=0.00887343 0.0199404 0.0227619 0.0232814 0.0168401 0.0122244 0.00862138 0.00647942 0.0320266 0.0509478 0.0288645 0.0140102 0.0138948 0.0128002 0.0375035 0.0110791 0.0098231 0.0115858 0.0081799 0.0294493 0.0159976
threshold=0.10877500000000002 0.0065250000000000013 0.11690000000000002 0.40827500000000011 0.098000000000000018 0.18123500000000006 -1.0000000180025095e-35 -0.080689999999999998 -0.083284999999999984 0.089985000000000023 0.084895000000000012 0.098855000000000012 -0.079250000000000001 0.091295000000000029 -0.0047599999999999995 0.089545000000000027 0.093650000000000025 0.092300000000000021 0.083715000000000026 0.08400500000000001 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
left_child=6 4 -3 -4 -2 -6 -1 8 13 10 -10 12 -9 18 -15 -16 17 -14 20 -20 -8
right_child=1 2 3 -5 5 -7 7 11 9 -11 -12 -13 16 14 15 -17 -18 -19 19 -21 -22
leaf_value=0.00092502138637967732 -0.0019306494066139452 0.0028329313409110853 0.0019091050620263287 -0.00080076079024055233 -0.00066256159740298471 0.0014622441598287148 -0.0012999879807796427 -0.0014318382343235262 0.0019205267662644706 0.0039898042540462853 -0.0012245871975361965 -0.0014215219112210702 -0.00022874050389108772 -0.0033014101426140953 -0.00092419462807582576 0.0010998408245790862 0.00098592116408960828 0.00036966017145528628 0.0025132497247787391 4.596597259710085e-05 0.00021872197606731335
leaf_weight=90 46 58 58 68 56 51 109 76 54 52 62 84 1568 46 53 54 85 402 54 432 184
leaf_count=90 46 58 58 68 56 51 109 76 54 52 62 84 1568 46 53 54 85 402 54 432 184
internal_value=0 0.000499789 0.00119884 0.000440141 -0.000335548 0.000342546 -3.54952e-05 -6.18195e-05 0.000135214 0.00140032 0.000232461 -0.000160039 -0.000109929 -9.19524e-05 -0.000924548 8.96305e-05 -6.06429e-05 -0.000106215 7.05233e-05 0.000321793 -0.000343465
internal_weight=0 337 184 126 153 107 3405 3315 1100 168 116 2215 2131 932 153 107 2055 1970 779 486 293
internal_count=3742 337 184 126 153 107 3405 3315 1100 168 116 2215 2131 932 153 107 2055 1970 779 486 293
is_linear=0
shrinkage=0.0995203


Tree=4415
num_leaves=17
num_cat=0
split_feature=6 3 9 1 17 18 20 27 26 21 26 3 3 18 21 26
split_gain=0.00750174 0.0158755 0.0348063 0.0274865 0.0444552 0.00719175 0.025139 0.00656784 0.0100179 0.00790849 0.0161943 0.0405328 0.0103446 0.00642846 0.0100575 0.00506553
threshold=0.11596500000000003 0.10850000000000003 0.11479000000000002 -0.067015000000000005 0.40441500000000008 -0.41265499999999994 -0.076005000000000003 -0.032854999999999995 0.41344500000000012 -0.013044999999999999 0.08425500000000001 0.10749000000000002 0.09049500000000002 0.14083500000000002 0.089350000000000027 -0.23202999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -5 6 -1 -7 9 10 11 -9 -12 15 -15 -11
right_child=1 2 -4 4 -6 7 -8 8 -10 13 12 -13 -14 14 -16 -17
leaf_value=-0.00069679546084088092 -0.00056113000024229768 -0.0022656323294456427 0.0012356649554047395 0.0042216049874931865 -2.7614324842619207e-05 0.00085323919712825805 0.0022137576227019094 -0.0019837187319422093 -0.0012809146931408468 -0.00092150521019080268 0.00097931747156343907 0.0011446820066085116 -0.00050487873141155963 0.00021017938004493357 -0.001492861317222589 6.0498069898283243e-05
leaf_weight=59 56 52 61 51 46 77 58 144 67 53 88 57 98 66 70 2639
leaf_count=59 56 52 61 51 46 77 58 144 67 53 88 57 98 66 70 2639
internal_value=0 0.000520804 -0.000368307 0.00118282 0.00219807 -2.74847e-05 0.000739046 -5.44281e-05 -7.59726e-05 -5.06072e-05 -0.000472579 -0.00109249 0.00019292 6.84846e-06 -0.000660367 4.08603e-05
internal_weight=0 266 113 153 97 3476 117 3359 3282 3215 387 201 186 2828 136 2692
internal_count=3742 266 113 153 97 3476 117 3359 3282 3215 387 201 186 2828 136 2692
is_linear=0
shrinkage=0.0995203


Tree=4416
num_leaves=26
num_cat=0
split_feature=3 3 8 2 17 3 20 3 3 4 2 0 26 4 17 18 17 0 17 17 8 4 20 6 3
split_gain=0.0257429 0.0324237 0.0923276 0.0181524 0.0237064 0.0123287 0.0282281 0.0089888 0.00895006 0.00889871 0.0177823 0.0130759 0.0133901 0.0121094 0.00875109 0.0243247 0.0241397 0.017554 0.0157155 0.0264444 0.0192238 0.00925959 0.00863401 0.015606 0.0116008
threshold=0.08844500000000001 0.087570000000000023 -0.087129999999999999 -0.086254999999999984 -0.067864999999999995 0.086965000000000028 -0.0088249999999999978 0.088685000000000028 0.08888500000000002 0.11860000000000002 0.31326500000000007 -0.066264999999999991 -1.0000000180025095e-35 0.13864000000000004 -0.0044799999999999987 -0.01205 0.11012500000000003 -0.085474999999999982 -0.011809999999999999 -0.016209999999999999 -0.08731499999999999 0.085990000000000025 0.0057800000000000013 -0.14765999999999999 0.093615000000000018
decision_type=2 2 2 2 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 14 -7 -2 -9 10 22 13 -13 -11 18 -16 17 -17 19 21 -20 -1 23 -10 -24
right_child=7 2 3 4 -6 6 -8 8 9 11 -12 12 -14 -15 15 16 -18 -19 20 -21 -22 -23 24 -25 -26
leaf_value=-0.00014274625102630135 -0.0015067922785334869 0.0053919112935610644 0.0018383550013363439 0.0012297570387390787 -0.0018535223718447937 -0.0024685000169784714 0.00054256377161488822 0.0012020310282446767 -0.0017040332002722057 0.00046383423645289615 -0.00213458608940101 -1.6516078010562015e-05 0.0021195946012206022 -0.0014489090417343917 0.0024372970383627593 0.0015524819896877416 -0.0011469740967049037 -0.00016454843759463288 0.0004142117802461736 0.0025348939068421464 -0.0020915099048669358 0.0010020342007891309 0.0016923466851495943 -0.0001656434844446858 2.2924132431568854e-07
leaf_weight=339 46 48 55 46 53 53 73 51 68 91 46 50 67 51 66 141 81 100 56 49 65 88 55 1756 152
leaf_count=339 46 48 55 46 53 53 73 51 68 91 46 50 67 51 66 141 81 100 56 49 65 88 55 1756 152
internal_value=0 0.000419128 0.00157957 0.000385985 -0.000412619 0.000207402 -0.000717498 -0.00012755 -0.000100627 -0.000129418 -0.000198277 0.000419625 0.00119973 -0.000217372 0.000326546 0.000694802 0.000335102 0.000836625 8.58386e-05 0.000344534 -0.000925072 9.12633e-05 -0.000154019 -0.000223445 0.000453781
internal_weight=0 1313 202 154 99 1111 126 2433 2387 2336 2077 259 117 142 985 388 322 241 597 476 121 427 2031 1824 207
internal_count=3746 1313 202 154 99 1111 126 2433 2387 2336 2077 259 117 142 985 388 322 241 597 476 121 427 2031 1824 207
is_linear=0
shrinkage=0.0995203


Tree=4417
num_leaves=21
num_cat=0
split_feature=3 3 8 5 26 3 0 0 8 17 3 7 2 3 3 6 6 9 26 26
split_gain=0.0208854 0.0263022 0.0748417 0.0209294 0.0113088 0.0100926 0.0229306 0.0493536 0.0491499 0.028525 0.0123071 0.00842761 0.00759242 0.00726665 0.0072813 0.00703751 0.0165186 0.00843245 0.00570444 0.00882818
threshold=0.08844500000000001 0.087570000000000023 -0.087129999999999999 -0.017704999999999995 0.085635000000000031 0.086130000000000026 -0.085474999999999982 -0.088174999999999989 -0.081915000000000002 -0.020405 0.085845000000000019 -0.074779999999999999 0.41639000000000009 0.088685000000000028 0.08888500000000002 0.08866000000000003 0.087515000000000023 0.08401500000000002 0.40795000000000009 0.11127500000000003
decision_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 -5 10 7 9 -8 -7 15 -2 13 -13 -15 16 17 -1 19 -16
right_child=11 2 3 4 -6 6 8 -9 -10 -11 -12 12 -14 14 18 -17 -18 -19 -20 -21
leaf_value=-0.00014193116677285804 0.001090183845136968 0.0048553074303219999 0.0019295219434354914 -0.0016041700801545542 0.00050638495391031025 0.0019003139664789163 0.0028561808736168631 -0.0037807236941949139 -0.0012063688679502295 -0.0013281964595133935 0.0018929911388993197 -0.0013568359908508487 -0.0013585279839694365 0.0010824045344070244 -7.084269586983636e-05 -0.00056106351430800123 0.0017573643369279254 0.00059287497808296636 0.00069388989332760899 -0.00066554738581828894
leaf_weight=330 56 48 54 48 52 47 56 48 62 64 49 46 50 51 1862 90 76 289 82 286
leaf_count=330 56 48 54 48 52 47 56 48 62 64 49 46 50 51 1862 90 76 289 82 286
internal_value=0 0.00037754 0.00142277 0.000347572 -0.000498495 0.000186762 -0.000332178 -0.00111424 0.000714684 3.14557e-05 0.000360101 -0.000114856 -0.00014359 -0.000117133 -9.17735e-05 0.000263375 0.000371314 0.000199814 -0.000118994 -0.000150407
internal_weight=0 1313 202 154 100 1111 277 159 118 111 834 2433 2377 2327 2281 785 695 619 2230 2148
internal_count=3746 1313 202 154 100 1111 277 159 118 111 834 2433 2377 2327 2281 785 695 619 2230 2148
is_linear=0
shrinkage=0.0995203


Tree=4418
num_leaves=29
num_cat=0
split_feature=8 8 2 17 2 1 0 0 8 4 5 1 8 8 8 2 0 26 8 17 1 4 8 8 8 26 4 9
split_gain=0.0120621 0.0344301 0.011057 0.0184056 0.0319532 0.0117767 0.0118499 0.0164941 0.0110128 0.0106294 0.0102382 0.00902487 0.022349 0.0379348 0.0202689 0.0310167 0.0155895 0.0177486 0.014695 0.0104106 0.0103187 0.00892896 0.00884228 0.0218547 0.0360616 0.0180088 0.00833843 0.00559704
threshold=-0.088734999999999994 -0.089779999999999985 -0.076254999999999989 -0.0058449999999999995 -0.082404999999999992 0.005935000000000001 -0.14124499999999998 -0.10806499999999999 -0.094375000000000001 0.079225000000000018 -0.010074999999999999 -0.082489999999999994 -0.084674999999999986 -0.085764999999999994 -0.081864999999999993 -0.086050000000000001 -0.08176499999999999 0.098185000000000022 -0.080445000000000003 -0.55026999999999993 -0.081394999999999981 0.11931500000000002 -0.087129999999999999 -0.086254999999999984 -0.08569499999999998 0.084355000000000027 0.10333000000000002 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
left_child=1 2 3 4 10 21 -7 -8 9 27 -1 12 13 -2 15 -14 -16 18 -18 -13 -21 26 25 -24 -25 -22 -4 -5
right_child=11 -3 5 8 -6 6 7 -9 -10 -11 -12 19 14 -15 16 -17 17 -19 -20 20 22 -23 23 24 -26 -27 -28 -29
leaf_value=-0.00074712652053955664 -6.2762722310812379e-05 0.0028133746024434866 -0.00035828734822972749 0.0018941701902354239 0.0031131601935254832 -0.00087759738596846491 0.0023215669998183585 3.8498088820850417e-05 -0.0010478885874272317 -0.00049968342504081006 0.0011232098605070415 -0.0015459777692686974 0.00052484278658018366 0.0035835349126876466 0.001477441322813003 -0.0029713083356385631 -0.0018451816484896168 0.0018726465460383163 3.0656282142312551e-05 -0.0014637539982532673 0.00057128586309073554 0.0004773874380858023 0.0015924376220841265 -0.0028493977214794864 -2.5672057669438189e-05 -0.0019068841709048412 -0.0018593281473480022 0.0003493298397399906
leaf_weight=49 64 54 78 47 64 52 50 86 71 69 70 52 48 50 87 52 46 47 403 55 48 47 79 46 1739 72 72 49
leaf_count=49 64 54 78 47 64 52 50 86 71 69 70 52 48 50 87 52 46 47 403 55 48 47 79 46 1739 72 72 49
internal_value=0 0.00037953 0.000215045 0.000569267 0.00131835 -0.000168333 0.000392309 0.000883881 -8.12045e-06 0.000434334 0.000346192 -4.52952e-05 0.000239261 0.00152931 2.27393e-05 -0.00128497 0.00024845 3.12309e-05 -0.0001597 -0.000154147 -0.00011825 -0.000707517 -8.0538e-05 -2.67776e-05 -9.8899e-05 -0.000908794 -0.00108424 0.00111419
internal_weight=0 858 804 419 183 385 188 136 236 165 119 2888 797 114 683 100 583 496 449 2091 2039 197 1984 1864 1785 120 150 96
internal_count=3746 858 804 419 183 385 188 136 236 165 119 2888 797 114 683 100 583 496 449 2091 2039 197 1984 1864 1785 120 150 96
is_linear=0
shrinkage=0.0995203


Tree=4419
num_leaves=27
num_cat=0
split_feature=8 8 8 27 26 6 4 5 0 6 1 5 2 1 0 5 6 26 6 1 8 8 8 8 26 18
split_gain=0.00978637 0.0279125 0.00923963 0.0139006 0.043536 0.0158732 0.0109035 0.0279726 0.00928713 0.0101361 0.00732605 0.0193228 0.0297036 0.022589 0.0276349 0.0198951 0.0087272 0.0190166 0.0126244 0.00791262 0.00888711 0.0154472 0.0264447 0.0157262 0.0107784 0.00718181
threshold=-0.088734999999999994 -0.089779999999999985 -0.26194999999999996 0.085775000000000032 0.082850000000000021 -0.093749999999999986 0.14699000000000004 -0.42676999999999993 -0.084834999999999994 0.08481000000000001 -0.082489999999999994 -0.011514999999999999 -0.086934999999999998 -0.085574999999999998 -0.084084999999999993 -0.026719999999999997 0.092980000000000021 0.089365000000000014 0.10384500000000003 -0.081394999999999981 -0.087129999999999999 -0.086254999999999984 -0.08569499999999998 -0.083849999999999994 0.084355000000000027 0.087065000000000017
decision_type=2 2 2 2 2 2 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 7 -1 9 -6 11 12 -2 14 -13 -14 17 -16 -18 -12 24 -22 -23 -24 -21 -9
right_child=10 -3 3 5 8 -7 -8 25 -10 -11 19 13 15 -15 16 -17 18 -19 -20 20 21 22 23 -25 -26 -27
leaf_value=0.0021429869477993025 0.0031726370180335467 0.0025333870002783396 0.0027100973379589918 0.00049784788601843683 0.00056132866928405314 -0.0016059729102011967 -0.0016368749024505606 -0.0014407217491679985 0.0012446521903066536 -0.00064072478827739839 -0.001318080957840287 0.0024499338694205083 0.0017666384388948643 -0.0018071402619916817 1.1362331236221966e-05 -0.00087979380499226601 0.0019751101719452219 -0.0019466213459295595 -0.00014885362131835259 9.3149492314801243e-05 0.0012586892707825488 -0.0023945050037970806 0.00094243731951985021 -0.00013890282284507638 -0.0017171106990712043 0
leaf_weight=46 51 54 85 79 134 64 50 66 67 144 55 48 50 64 350 64 47 57 66 58 85 49 145 1627 72 69
leaf_count=46 51 54 85 79 134 64 50 66 67 144 55 48 50 64 350 64 47 57 66 58 85 49 145 1627 72 69
internal_value=0 0.000341854 0.000193644 0.000408499 0.000691913 -0.000437998 -0.000335766 1.91337e-05 0.000192306 -5.8373e-05 -4.07874e-05 0.000215552 0.00117473 -3.357e-05 0.000164828 0.000273741 -4.4531e-05 -0.00026084 0.000727321 -0.000138885 -0.000106628 -5.18704e-05 -0.000113494 -4.99564e-05 -0.000903159 -0.000698486
internal_weight=0 858 804 573 430 143 231 181 345 278 2888 797 165 632 568 114 520 407 113 2091 2036 1906 1821 1772 130 135
internal_count=3746 858 804 573 430 143 231 181 345 278 2888 797 165 632 568 114 520 407 113 2091 2036 1906 1821 1772 130 135
is_linear=0
shrinkage=0.0995203


Tree=4420
num_leaves=13
num_cat=0
split_feature=2 5 20 20 2 29 5 27 21 21 3 2
split_gain=0.0124749 0.0200661 0.00762077 0.0203665 0.027814 0.0109056 0.0170011 0.0121364 0.00912227 0.0144882 0.0155118 0.0280393
threshold=-0.241895 0.63223000000000018 -0.09280999999999999 -0.085204999999999989 -0.086414999999999992 0.097705000000000028 -0.54382499999999989 -0.032854999999999995 -0.091869999999999993 -0.032929999999999994 0.10850000000000003 -0.067815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 6 -5 -8 -2 -10 11 -11
right_child=1 -3 3 5 -6 -7 7 -9 9 10 -12 -13
leaf_value=0.0013558114965988336 0.00047612318031957607 -0.0018881406942995406 -0.00020837947582303884 0.001582487936839215 0.0028230135578043874 -0.0012325304252886497 0.0015248307401195317 -6.9931260958235996e-05 -0.0020118701534734876 -0.00080342958313571737 -0.0015675850068226783 0.0021577742941507965
leaf_weight=62 76 59 60 65 59 74 48 2962 68 86 67 50
leaf_count=62 76 59 60 65 59 74 48 2962 68 86 67 50
internal_value=0 -6.73136e-05 -3.73696e-05 9.46957e-06 0.0012877 -3.85746e-05 -9.57574e-06 -4.42278e-05 -0.000480854 -0.000752252 -0.000326278 0.000279229
internal_weight=0 3674 3615 3268 119 3149 3075 3010 347 271 203 136
internal_count=3736 3674 3615 3268 119 3149 3075 3010 347 271 203 136
is_linear=0
shrinkage=0.0995203


Tree=4421
num_leaves=15
num_cat=0
split_feature=2 3 0 3 26 26 2 9 3 2 3 3 3 3
split_gain=0.0101165 0.00698965 0.0354518 0.026754 0.0265678 0.0111736 0.0117311 0.011835 0.00647133 0.00930175 0.0311711 0.0213159 0.019996 0.0156637
threshold=-0.241895 0.090360000000000024 -0.229625 0.090695000000000012 0.11215000000000001 0.097910000000000011 0.097285000000000024 0.083955000000000016 0.091225000000000014 -0.080644999999999994 0.091975000000000015 0.11553000000000002 0.092200000000000018 0.093245000000000022
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 -4 -5 10 -10 -12 -11 -14
right_child=1 3 4 8 -6 -7 -8 -9 9 12 11 -13 13 -15
leaf_value=0.0012208808339190611 0.002623916428183058 -0.0025317813411236171 0.00051204179295247546 0.0007303014913448198 0.0021768687036366054 -0.0013067834604836728 -0.0015245086918651192 -0.00013397612404750657 -0.0027955950986433779 0.0018605665371008201 -0.00063009009901649068 0.0010324975416898421 -0.0015278499493135526 -2.8290515168410737e-05
leaf_weight=62 53 47 386 83 54 69 49 1029 54 53 343 98 73 1283
leaf_count=62 53 47 386 83 54 69 49 1029 54 53 343 98 73 1283
internal_value=0 -6.06367e-05 9.1901e-05 -0.000184029 6.82505e-06 -6.90809e-05 -1.01873e-05 4.16736e-05 -0.000128084 -0.000165933 -0.000537168 -0.00025877 -3.49324e-05 -0.000109623
internal_weight=0 3674 1640 2034 1587 1533 1464 1415 1987 1904 495 441 1409 1356
internal_count=3736 3674 1640 2034 1587 1533 1464 1415 1987 1904 495 441 1409 1356
is_linear=0
shrinkage=0.0995203


Tree=4422
num_leaves=22
num_cat=0
split_feature=6 8 18 0 8 0 6 17 18 9 17 8 17 5 9 8 17 5 30 5 8
split_gain=0.00712811 0.0179665 0.0255929 0.0203509 0.0289686 0.0238993 0.017593 0.0145051 0.044951 0.0490136 0.0305442 0.0220551 0.0203233 0.0191204 0.0159907 0.0264227 0.00757913 0.00907233 0.00649738 0.00633798 0.00741823
threshold=0.087670000000000012 -0.084514999999999993 -0.011039999999999999 -0.084154999999999994 -0.092844999999999997 -0.081094999999999987 0.086875000000000022 -0.036600000000000001 0.086285000000000014 0.094375000000000028 -0.0077549999999999997 -0.080445000000000003 0.0065250000000000013 0.066815000000000027 0.097365000000000021 -0.081415000000000001 -0.56368999999999991 0.6362850000000001 0.11290000000000001 -0.54623499999999992 -0.48834
decision_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 -4 -5 16 8 11 -10 -9 -3 -12 -13 15 -14 -1 18 19 -18 -21
right_child=1 7 3 5 -6 -7 -8 10 9 -11 12 13 14 -15 -16 -17 17 -19 -20 20 -22
leaf_value=0.00099855467790845639 -0.0024452256826435555 -0.0012638261476322645 -0.00063421949619479488 -0.0028758763277675872 0.0023636240713151469 0.00014450223715041532 0.0014615334215171316 0.0021831755727873669 -0.0046072349397871535 -4.4388815824720268e-05 -0.0017703144622639433 0.0020098005508941623 0.0017763691217715554 -0.00027545753467530767 0.0015028404822137835 -0.00063551563698890663 0.0010580518413421417 -0.0013642341164062481 -0.00097804466492001658 -0.00094929252963302083 3.8004867385738244e-05
leaf_weight=74 78 63 91 54 49 49 85 76 47 47 55 79 58 66 82 200 58 49 65 78 2233
leaf_count=74 78 63 91 54 49 49 85 76 47 47 55 79 58 66 82 200 58 49 65 78 2233
internal_value=0 -0.000249011 -0.000874894 -0.000367467 0.000409179 -0.00143105 5.29486e-05 9.837e-06 -0.000527453 -0.00233452 0.000356079 0.000285268 2.4641e-06 0.000963969 0.000291645 -9.01358e-05 5.80409e-06 -2.34528e-05 3.20275e-06 3.04715e-05 4.32773e-06
internal_weight=0 1094 321 243 140 103 2642 773 302 94 471 208 395 145 340 258 2557 2483 2434 2369 2311
internal_count=3736 1094 321 243 140 103 2642 773 302 94 471 208 395 145 340 258 2557 2483 2434 2369 2311
is_linear=0
shrinkage=0.0995203


Tree=4423
num_leaves=16
num_cat=0
split_feature=2 5 6 3 6 0 18 9 9 2 18 18 6 2 3
split_gain=0.00800744 0.0141402 0.00636692 0.0241074 0.0140289 0.0292008 0.0114354 0.0119282 0.0274558 0.0161521 0.00880082 0.0163209 0.0123335 0.0107392 0.00863253
threshold=-0.241895 0.63223000000000018 0.087670000000000012 0.084235000000000018 0.086520000000000027 -0.086254999999999984 -0.097059999999999994 0.094835000000000017 0.092225000000000015 -0.076524999999999996 0.081485000000000016 0.085685000000000025 0.08481000000000001 -0.081204999999999986 0.14721500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 10 -6 -5 8 -8 -9 12 -12 14 -13 -2
right_child=1 -3 3 6 5 -7 7 9 -10 -11 11 13 -14 -15 -16
leaf_value=0.0010892198477785824 1.6210318609622316e-05 -0.0015793997788448799 -0.0022980287125526052 0.0012355188733415934 0.0030002802782714872 -0.00029428980921731559 -0.0001260528236466906 -0.00076576698819290009 -0.0017446569326297983 0.00086993553712439971 0.0020975133458796531 0.00084719986654610004 -0.0013247623311651152 -0.0001337022892881501 -0.0009134340981747464
leaf_weight=62 1690 59 53 58 48 59 576 87 127 189 49 165 77 332 105
leaf_count=62 1690 59 53 58 48 59 576 87 127 189 49 165 77 332 105
internal_value=0 -5.09073e-05 -2.57345e-05 -0.000226914 6.07869e-05 0.001176 -0.000120272 -0.000201431 -0.000419625 0.000351368 1.10986e-05 0.000362962 -9.10908e-05 0.000190302 -3.7714e-05
internal_weight=0 3674 3615 1090 2525 107 1037 979 703 276 2418 546 1872 497 1795
internal_count=3736 3674 3615 1090 2525 107 1037 979 703 276 2418 546 1872 497 1795
is_linear=0
shrinkage=0.0995203


Tree=4424
num_leaves=16
num_cat=0
split_feature=20 20 5 20 21 2 4 20 2 20 38 20 20 21 5
split_gain=0.00871027 0.0167796 0.0488043 0.0107748 0.0121838 0.00864666 0.00753395 0.00756296 0.00750975 0.00747289 0.00721572 0.00642748 0.0172806 0.0121231 0.00520562
threshold=-0.084949999999999984 -0.089994999999999992 -0.01504 -0.09529 0.10787500000000003 -0.087804999999999994 0.15221500000000004 -0.083330000000000001 -0.112555 -0.08231999999999999 -0.080750000000000002 -0.0078249999999999986 -0.011044999999999999 -0.081904999999999992 -0.01504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 8 7 -2 -1 -9 -11 12 -12 -13 -7
right_child=6 2 -4 -5 -6 14 -8 9 -10 10 11 13 -14 -15 -16
leaf_value=-0.00024853108797331762 0.0010873460191639418 -0.0033053754216580502 0.00089623928113627112 0.0013355571336671377 -0.0015123919078408881 8.0263754908109088e-05 0.0012218336729041576 -0.0010615780121540216 0.0013710002650222579 -0.0011145830959968012 0.00014386493891442188 -0.0016414754735012288 0.0017923656079178246 -8.0779886864775676e-06 -0.0010230552050174105
leaf_weight=49 65 63 48 46 65 85 53 64 65 54 745 46 69 2136 82
leaf_count=49 65 63 48 46 65 85 53 64 65 54 745 46 69 2136 82
internal_value=0 -0.000400401 -0.00148109 -9.23019e-05 -0.000284499 0 4.47332e-05 2.48512e-05 0.000667705 2.41031e-06 2.5005e-05 4.58183e-05 0.000284608 -4.28878e-05 -0.000456584
internal_weight=0 503 111 392 346 281 3232 3179 114 3114 3050 2996 814 2182 167
internal_count=3735 503 111 392 346 281 3232 3179 114 3114 3050 2996 814 2182 167
is_linear=0
shrinkage=0.0995203


Tree=4425
num_leaves=9
num_cat=0
split_feature=29 7 29 29 29 9 9 18
split_gain=0.0119113 0.0077534 0.00638187 0.00792005 0.00646871 0.00715329 0.0106807 0.00919626
threshold=-0.096654999999999991 -0.22253999999999999 -0.085039999999999991 -0.081409999999999996 -0.078484999999999985 0.089025000000000021 0.08951000000000002 -0.20826999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 -6
right_child=1 2 3 4 5 6 -8 -9
leaf_value=-0.0012226112389238546 0.0012689915930205824 0.0011236680391123824 -0.0010530075257906214 0.0010722360524134781 -0.0012420076398499545 0.0012803199987245482 8.8148688933717024e-05 -9.517545090986779e-05
leaf_weight=79 48 49 72 55 72 79 1342 1939
leaf_count=79 48 49 72 55 72 79 1342 1939
internal_value=0 1.24228e-05 -4.06747e-06 -1.98241e-05 1.27448e-06 -1.56499e-05 0.000155003 -0.000136643
internal_weight=0 3656 3608 3559 3487 3432 1421 2011
internal_count=3735 3656 3608 3559 3487 3432 1421 2011
is_linear=0
shrinkage=0.0995203


Tree=4426
num_leaves=19
num_cat=0
split_feature=2 36 0 0 0 0 8 0 26 0 0 26 0 9 26 8 3 26
split_gain=0.00687664 0.0116055 0.00857938 0.0387816 0.0184192 0.00861403 0.0382727 0.0469512 0.0326227 0.0248952 0.00795871 0.00689008 0.0298821 0.0227481 0.0154636 0.0177191 0.0112151 0.0100145
threshold=0.50951500000000005 0.090760000000000021 -0.082794999999999994 -0.083390000000000006 -0.082224999999999993 -0.085794999999999996 -0.085089999999999985 -0.084834999999999994 0.086255000000000012 -0.086474999999999996 -0.087184999999999999 0.08919500000000001 -0.079805000000000001 0.090400000000000022 0.086580000000000032 -0.081234999999999988 0.090595000000000023 0.085235000000000019
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 9 7 -7 -8 10 -1 14 13 -13 17 -16 -14 -6
right_child=-2 -3 4 -5 11 6 8 -9 -10 -11 -12 12 16 -15 15 -17 -18 -19
leaf_value=-1.4649112778622893e-05 0.0010722590041413642 -0.0014019472931324798 0.0015897001083028624 -0.0026236817976025722 0.00019747402141073375 -0.0034071021435650973 -0.0013296148659169094 0.000156770979025518 0.0016228571700773809 0.001712692891657417 -0.0010756921498111256 -0.0029533067367387609 0.0012433099606654688 -0.00017339580844903039 0.0027781395282644268 0.00032343909844543319 -2.2565815534090327e-05 -0.0013021414078723714
leaf_weight=1337 57 60 84 61 697 77 59 69 99 82 74 60 78 58 49 74 613 47
leaf_count=1337 57 60 84 61 697 77 59 69 99 82 74 60 78 58 49 74 613 47
internal_value=0 -2.91228e-05 -6.12997e-06 -0.000155503 0.000151095 -7.12635e-05 -0.000554262 -0.0017172 0.000515171 2.65348e-05 -7.08758e-05 7.85044e-05 -0.000129702 -0.00159385 0.000273726 0.00130798 0.000119141 0.00010164
internal_weight=0 3678 3618 1858 1760 1797 304 146 158 1493 1411 1676 809 118 867 123 691 744
internal_count=3735 3678 3618 1858 1760 1797 304 146 158 1493 1411 1676 809 118 867 123 691 744
is_linear=0
shrinkage=0.0995203


Tree=4427
num_leaves=11
num_cat=0
split_feature=29 4 36 10 2 3 3 3 1 9
split_gain=0.0092049 0.00788145 0.0054994 0.00667058 0.00763176 0.018012 0.0286631 0.0266293 0.00919324 0.00851568
threshold=-0.096654999999999991 0.15221500000000004 0.086430000000000021 0.09056500000000002 -0.080069999999999988 0.086605000000000029 0.08345000000000001 0.08785500000000003 -0.50597999999999999 0.094010000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 -6 -7 -2 -10
right_child=1 -3 -4 -5 5 7 -8 -9 9 -11
leaf_value=-0.0010738395969220544 0.0011530405637599195 0.0012923462622763777 -0.00080058784938325759 0.00097601110054328078 -0.00013118108572477219 -0.0020670324918989728 0.0025677395218793508 0.00012532959647054503 -0.00010373313602707531 -0.00077025222385081649
leaf_weight=79 52 47 84 70 80 57 75 1460 1513 218
leaf_count=79 52 47 84 70 80 57 75 1460 1513 218
internal_value=0 1.18529e-05 -4.5961e-06 1.414e-05 -5.11107e-06 0.000147385 0.00116947 4.24137e-05 -0.000148573 -0.000188147
internal_weight=0 3656 3609 3525 3455 1672 155 1517 1783 1731
internal_count=3735 3656 3609 3525 3455 1672 155 1517 1783 1731
is_linear=0
shrinkage=0.0995203


Tree=4428
num_leaves=13
num_cat=0
split_feature=21 38 3 10 11 4 18 21 4 18 18 18
split_gain=0.018483 0.0114873 0.00950622 0.00626809 0.0142862 0.00660357 0.0154353 0.0204698 0.0155653 0.00845693 0.0135492 0.013137
threshold=0.16638500000000003 -0.072014999999999996 -0.012959999999999999 0.093790000000000026 0.063835000000000017 0.084755000000000025 0.089365000000000014 0.089505000000000015 0.09939000000000002 0.088735000000000022 0.084405000000000022 0.10189500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 8 -8 -7 10 -3 -11
right_child=-2 3 -4 -5 -6 6 7 -9 -10 11 -12 -13
leaf_value=-3.4873832119725545e-05 -0.0018301017831452648 5.5923208953713469e-05 0.0018712320060956646 -0.001046249834759433 0.0016507321038766835 -0.0013920090902178499 0.0022928199421468494 -0.0001577948713541864 -0.00024584372087011554 -0.00092399445784713589 0.0013054198311902962 2.8518903625212261e-05
leaf_weight=46 57 1971 57 62 49 160 47 118 450 221 90 404
leaf_count=46 57 1971 57 62 49 160 47 118 450 221 90 404
internal_value=0 -2.37507e-05 0.00101201 -5.38466e-05 -3.60837e-05 -6.02018e-05 -0.000316164 0.000535298 -0.000547819 1.3347e-05 0.000110884 -0.00030698
internal_weight=0 3675 103 3572 3510 3461 775 165 610 2686 2061 625
internal_count=3732 3675 103 3572 3510 3461 775 165 610 2686 2061 625
is_linear=0
shrinkage=0.0995203


Tree=4429
num_leaves=15
num_cat=0
split_feature=20 8 38 20 20 20 20 27 20 20 30 18 18 6
split_gain=0.0126056 0.013735 0.00836042 0.00921809 0.0261493 0.0152272 0.0145753 0.0109408 0.0094704 0.0142029 0.00898151 0.00699103 0.0152955 0.014768
threshold=-0.23598 -0.0032949999999999998 -0.072014999999999996 -0.017315000000000001 -0.042414999999999994 -0.01137 -0.053499999999999999 -0.025179999999999998 -0.0088249999999999978 -0.0062099999999999994 0.086455000000000018 0.10085500000000001 0.091330000000000008 -0.087609999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 6 -5 11 -7 -9 -10 -2 12 -4 -13
right_child=2 -3 3 5 -6 7 -8 8 9 -11 -12 13 -14 -15
leaf_value=0 0.0018628121261840261 -0.0023386664071832698 0.00017321790099258865 -0.0018104112816170791 0.002433597415806774 -0.0016216114237081684 -0.0012457619500478496 0.0012668976237818856 -0.0017593138907409662 -7.754562037931719e-05 -9.5823131025087373e-06 -0.00056444341232373102 -0.0016322928367992269 0.0015277795365049548
leaf_weight=50 48 49 886 54 49 47 76 50 51 2123 52 50 49 98
leaf_count=50 48 49 886 54 49 47 76 50 51 2123 52 50 49 98
internal_value=0 -0.00115454 -1.60063e-05 -4.16268e-05 0.000181075 -0.000157688 8.51369e-05 -0.000118029 -8.58856e-05 -0.000117375 0.000880981 0.000179289 7.77219e-05 0.000815416
internal_weight=0 99 3633 3533 1208 2325 1159 2271 2224 2174 100 1083 935 148
internal_count=3732 99 3633 3533 1208 2325 1159 2271 2224 2174 100 1083 935 148
is_linear=0
shrinkage=0.0995203


Tree=4430
num_leaves=11
num_cat=0
split_feature=21 4 38 9 9 4 4 0 3 6
split_gain=0.0141871 0.0210668 0.00744501 0.00698178 0.0058085 0.00817121 0.0122868 0.0116209 0.00626399 0.0093537
threshold=0.14680000000000004 0.11419500000000003 -0.072014999999999996 -0.081559999999999994 -0.25326499999999996 0.13657000000000005 0.12719000000000005 -0.066264999999999991 0.14530500000000005 0.14653500000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 6 8 -7 9 -6
right_child=1 -3 4 -5 5 7 -8 -9 -10 -11
leaf_value=5.8750174738054204e-05 -0.0025762102205433759 0.00027293122864479615 -0.00089447923986627853 0.0017196711810646735 -8.221402131984741e-06 -0.00015462551150386436 -0.0014649355791490986 0.0019680568050029568 0.0010181906598587091 -0.0011557303033637081
leaf_weight=56 53 49 76 47 3162 52 59 49 57 72
leaf_count=56 53 49 76 47 3162 52 59 49 57 72
internal_value=0 -0.00119948 -9.11144e-06 0.000824594 -3.36905e-05 -1.44965e-05 -4.13199e-05 0.000867086 -1.5549e-05 -3.40221e-05
internal_weight=0 102 3630 103 3527 3451 3350 101 3291 3234
internal_count=3732 102 3630 103 3527 3451 3350 101 3291 3234
is_linear=0
shrinkage=0.0995203


Tree=4431
num_leaves=19
num_cat=0
split_feature=20 0 20 20 20 9 9 9 9 20 20 26 26 27 8 8 0 6
split_gain=0.00892981 0.0130231 0.00660896 0.0154097 0.0141368 0.0121505 0.00918907 0.028108 0.0257701 0.0134488 0.0157732 0.00951744 0.0119421 0.00764214 0.00694001 0.029891 0.015813 0.00340384
threshold=-0.23598 -0.080500000000000002 -0.010459999999999999 -0.0064400000000000004 -0.000135 0.12188500000000002 0.08951000000000002 0.088770000000000029 0.09143500000000003 -0.049534999999999996 -0.066104999999999983 0.11659500000000002 -0.0083299999999999989 -0.025179999999999998 -0.086154999999999995 -0.085165000000000005 -0.087184999999999999 -0.045589999999999999
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 9 -8 10 -2 12 -10 -6 16 -16 -15 -11
right_child=2 -3 3 4 13 -7 8 -9 11 17 -12 -13 -14 14 15 -17 -18 -19
leaf_value=-0.0020354249242837902 0.00012947640170232557 0.00023897639555351779 -0.0014449051352783614 0.0016076632823311765 -0.001343771450602543 0.0016020226405335512 -0.0020020042018313411 0.0026894692367814715 -0.00051676071130440514 0.00063200991133049685 -0.0016757202116064603 -0.0012474035279373015 0.00074806567401836121 0.00015898379265187921 0.0023493511670721781 -3.6867541669358833e-05 -0.00078273990561505806 0.0017877946923929775
leaf_weight=53 613 46 83 49 48 56 71 46 118 56 52 47 196 339 54 1388 366 51
leaf_count=53 613 46 83 49 48 56 71 46 118 56 52 47 196 339 54 1388 366 51
internal_value=0 -0.000970364 -1.20579e-05 -0.000112826 -6.31913e-05 0.000166862 0.000101912 0.000298478 -0.000268393 0.000154949 -1.04509e-05 7.02987e-05 0.000270142 -0.000100864 -7.26948e-05 5.19239e-05 -0.00032875 0.00119055
internal_weight=0 99 3633 2327 2244 1306 1250 818 432 772 665 361 314 2195 2147 1442 705 107
internal_count=3732 99 3633 2327 2244 1306 1250 818 432 772 665 361 314 2195 2147 1442 705 107
is_linear=0
shrinkage=0.0995203


Tree=4432
num_leaves=20
num_cat=0
split_feature=21 29 26 4 4 18 17 1 9 8 8 18 17 1 21 2 26 26 5
split_gain=0.0100142 0.0139553 0.0117621 0.0184101 0.0117999 0.0116193 0.0309301 0.0381536 0.0184044 0.0118281 0.03002 0.0173017 0.00776809 0.0185569 0.0108288 0.00619358 0.00533453 0.00585437 0.00516908
threshold=0.087235000000000021 -0.08477999999999998 -0.236315 0.15028500000000003 0.13849500000000003 -0.011569999999999999 -0.013885 -0.087944999999999995 0.093825000000000033 -0.052214999999999998 -0.065539999999999987 0.091085000000000013 -0.53015499999999993 -0.041095 0.088880000000000028 -0.095649999999999999 -0.084904999999999994 -0.01278 -0.06241
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 6 8 -8 -4 10 -7 -11 13 -3 -14 18 -17 -18 -16
right_child=1 12 3 -5 -6 9 7 -9 -10 11 -12 -13 14 -15 15 16 17 -19 -20
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leaf_weight=46 49 54 558 46 55 898 52 407 97 267 47 105 80 69 47 83 93 641 53
leaf_count=46 49 54 558 46 55 898 52 407 97 267 47 105 80 69 47 83 93 641 53
internal_value=0 -0.000192525 0.000158499 0.000129498 0.000166303 0.000133323 0.000370005 0.000996552 -6.78061e-05 -6.62555e-05 -0.000253915 0.00040826 -0.00011982 -0.000866236 -2.69137e-05 6.91206e-05 -2.03898e-05 6.40951e-05 0.000808606
internal_weight=0 1169 2578 2532 2486 2431 1114 459 655 1317 945 372 1120 123 997 917 817 734 100
internal_count=3747 1169 2578 2532 2486 2431 1114 459 655 1317 945 372 1120 123 997 917 817 734 100
is_linear=0
shrinkage=0.0995203


Tree=4433
num_leaves=27
num_cat=0
split_feature=21 3 8 21 26 3 3 3 3 3 21 18 18 26 4 3 18 8 2 2 6 2 0 2 0 1
split_gain=0.00812084 0.0167344 0.0228841 0.0207912 0.0136627 0.0109844 0.0112659 0.0250795 0.0212907 0.014575 0.0157361 0.0135002 0.00955666 0.00953556 0.01493 0.0100464 0.0549517 0.0152365 0.0218526 0.0109545 0.0134569 0.040191 0.0180475 0.0091412 0.0089127 0.00477005
threshold=0.087235000000000021 0.089895000000000017 -0.086489999999999997 0.090285000000000018 0.085355000000000028 0.090765000000000026 0.11275500000000002 0.11578500000000001 0.10892000000000003 0.10556500000000002 0.091230000000000019 0.14607000000000003 -0.0065549999999999992 -0.236315 0.15028500000000003 0.083955000000000016 -0.020389999999999998 -0.082014999999999991 -0.087359999999999993 0.13896000000000006 -0.097455 0.0066850000000000008 -0.229625 0.31534000000000012 -0.049174999999999996 0.44303500000000012
decision_type=2 2 2 2 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 12 -4 -5 -3 8 -8 9 10 -7 24 -2 -1 15 16 -15 18 -18 20 21 -17 -22 -21 -9 -19
right_child=1 5 3 4 -6 6 7 11 -10 -11 -12 -13 -14 14 -16 19 17 25 -20 23 22 -23 -24 -25 -26 -27
leaf_value=0.0015641863176617218 0.0013574995639991474 0.0014440388602171921 -0.0031495415771877187 0.00044560338631653392 -0.0018615347294281121 0.0010563842622403874 0.0021691345505538994 -0.00060726779161889694 -0.0023541735414255079 0.0013026405958940831 -0.00069338949889808212 0.0014799651789322626 -0.00062460917353978208 0.0029910432309848711 -0.0016585135549376461 0.00023410498744266356 0.00081031940375217188 0.0013572816258804719 -0.0016733717525839835 0.0020965070940961129 0.0019801492416495208 -0.0030703760730973117 4.3943710953725981e-05 0.00019612968363823 0.00067172888683110336 4.3296524162251865e-05
leaf_weight=46 46 51 57 48 53 61 62 211 49 58 300 51 50 77 46 111 57 68 90 47 49 54 1829 56 72 48
leaf_count=46 46 51 57 48 53 61 62 211 49 58 300 51 50 77 46 111 57 68 90 47 49 54 1829 56 72 48
internal_value=0 -0.000173364 -0.000888118 -0.00162529 -0.000756968 2.41533e-05 -5.8712e-05 0.000330844 -0.000390086 -0.000158441 -0.000395454 -7.94453e-06 0.000316624 0.000142725 0.000116578 0.000149753 0.000652664 -2.8844e-05 -0.000704739 6.96928e-05 1.8798e-05 -0.000842401 9.48983e-05 0.00107124 -0.000278977 0.000820621
internal_weight=0 1169 254 158 101 915 864 396 468 419 361 334 96 2578 2532 2486 340 263 147 2146 2043 165 1878 103 283 116
internal_count=3747 1169 254 158 101 915 864 396 468 419 361 334 96 2578 2532 2486 340 263 147 2146 2043 165 1878 103 283 116
is_linear=0
shrinkage=0.0995203


Tree=4434
num_leaves=24
num_cat=0
split_feature=17 21 3 20 1 1 18 26 5 8 4 22 0 18 18 17 0 8 3 17 2 20 20
split_gain=0.00777251 0.00751004 0.0132485 0.0392409 0.0181747 0.027138 0.0105965 0.0143986 0.0266154 0.0114305 0.0120735 0.0150816 0.011529 0.00885658 0.0194294 0.0157822 0.0130529 0.0130862 0.00838536 0.00822207 0.0111494 0.00894245 0.00498614
threshold=0.62551000000000012 0.087235000000000021 0.089895000000000017 -0.086734999999999993 0.0015850000000000003 -0.007069999999999999 0.098305000000000017 0.11575500000000001 -0.081415000000000001 0.11446000000000002 0.11509500000000002 1.0000000180025095e-35 -0.12469 0.10927000000000002 0.11715500000000002 -0.0064000000000000003 -0.069955000000000003 -0.082419999999999993 0.090765000000000026 -0.53299999999999992 -0.095649999999999999 -0.083654999999999993 -0.011659999999999998
decision_type=2 2 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 22 7 9 -9 10 11 -1 -12 15 -15 -8 17 -16 -4 -20 -21 -22 -5
right_child=-2 2 18 4 -6 -7 13 8 -10 -11 12 -13 -14 14 16 -17 -18 -19 19 20 21 -23 -24
leaf_value=0.00015179806717148975 -0.0012452128988805508 -0.0032293239749134422 0.0013035325364588748 0.00017467746282793704 -0.0016250904755822696 0.0023786607025825341 0 0.0029922207260424313 0.00013564056760371321 0.0014235295956052624 -0.001947673821583984 0.0018272542428040995 -0.00018791835941616957 0.0016863147833604587 -0.00011288649045686097 -0.0024113108931810338 0.00066069889083279917 -0.0023216446962508902 -0.00097111481599289698 0.0012618815294140836 -0.00095621014610655576 7.8515245351739213e-05 -0.0012698245096476983
leaf_weight=1756 46 52 48 47 59 48 58 52 87 69 48 55 165 51 56 50 58 52 86 69 96 593 46
leaf_count=1756 46 52 48 47 59 48 58 52 87 69 48 55 165 51 56 50 58 52 86 69 96 593 46
internal_value=0 5.58896e-05 -0.000155705 -0.000792983 -0.00015544 0.000453714 0.000150877 0.000228413 0.00121018 0.000162821 0.000119438 0.000203134 -0.000588327 -0.000379101 -8.78321e-06 -0.00111559 -0.000534498 -0.00118394 2.34158e-05 -4.84172e-05 5.51889e-05 -6.44674e-05 -0.000531005
internal_weight=0 3701 1144 252 200 141 2557 2232 139 2093 2024 1811 213 325 217 108 166 108 892 844 758 689 93
internal_count=3747 3701 1144 252 200 141 2557 2232 139 2093 2024 1811 213 325 217 108 166 108 892 844 758 689 93
is_linear=0
shrinkage=0.0995203


Tree=4435
num_leaves=25
num_cat=0
split_feature=18 21 3 3 3 5 5 3 1 18 20 2 9 18 4 2 5 18 18 1 9 0 1 3
split_gain=0.00607399 0.00751086 0.0113426 0.0346243 0.0207086 0.0212606 0.0238626 0.0103008 0.0115045 0.00922094 0.00857225 0.0082426 0.016521 0.00996292 0.053642 0.0420873 0.016817 0.0108098 0.0319418 0.0193803 0.0190469 0.0110937 0.00753997 0.00882995
threshold=-0.47082499999999999 0.087235000000000021 0.11275500000000002 0.10850000000000003 0.10457000000000002 0.23074000000000006 0.27139000000000008 0.11578500000000001 -0.03694999999999999 -0.086319999999999994 -0.058504999999999995 -0.19220999999999999 0.095415000000000014 -0.095799999999999982 0.079660000000000022 -0.085209999999999994 0.24444000000000005 -0.085834999999999995 -0.081614999999999993 -0.018369999999999997 0.084755000000000011 -0.16969499999999998 0.007210000000000002 0.13085500000000003
decision_type=2 2 2 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 5 9 -7 -4 10 -3 -9 12 -2 14 15 -13 -16 19 -19 20 -15 -20 -10 -24
right_child=1 2 7 -5 -6 6 -8 8 22 -11 -12 13 -14 17 16 -17 -18 18 21 -21 -22 -23 23 -25
leaf_value=0.0011483862910428859 -0.0019408566322821719 0.00073696678055881868 0.0015902709662992231 -0.0028666378204594127 0.0015554513528778131 -0.0033957733873693952 -0.0002204339263523951 0.0019023220584536719 -0.0014767434224825619 -0.00033852174902635992 0 0.00076201425513601657 0.00038332040277645204 0.0011756037777567163 -0.0022118406139974545 0.0044329270115136777 0.00033228571603678556 0.0020940220982497218 0.0010200752246700086 -0.0019388681213338187 -0.00078969927498485134 2.2314850445815597e-05 0.00064792575876935858 -0.00077412640905045083
leaf_weight=48 56 95 50 53 59 46 49 48 46 460 46 89 65 81 52 48 50 82 118 69 123 1741 89 84
leaf_count=48 56 95 50 53 59 46 49 48 46 460 46 89 65 81 52 48 50 82 118 69 123 1741 89 84
internal_value=0 2.10901e-05 -0.000193146 -0.000411672 -0.000227001 -0.000390052 -0.00176658 0.000263323 4.87346e-05 -0.000152954 0.000971957 0.000115043 -0.000685567 0.000154868 0.000765762 0.00205415 -0.000956695 8.85531e-05 0.000171338 -0.000497037 -5.34539e-06 8.60881e-05 -0.000343797 -3.78185e-05
internal_weight=0 3699 1125 762 709 650 95 363 313 555 94 2574 121 2453 239 137 102 2214 1941 273 204 1859 219 173
internal_count=3747 3699 1125 762 709 650 95 363 313 555 94 2574 121 2453 239 137 102 2214 1941 273 204 1859 219 173
is_linear=0
shrinkage=0.0995203


Tree=4436
num_leaves=11
num_cat=0
split_feature=11 2 26 26 27 18 18 18 0 4
split_gain=0.00854854 0.0133725 0.00705589 0.00607673 0.0081411 0.0074716 0.00516969 0.0142367 0.00939364 0.00460711
threshold=-0.40069499999999997 0.42989000000000011 0.50635500000000022 0.12753500000000004 0.10274500000000002 0.092545000000000016 -0.074709999999999985 -0.057764999999999997 -0.14795 0.12498500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 8 -8 -2 -6
right_child=1 -3 -4 5 9 -7 7 -9 -10 -11
leaf_value=-0.0013923092059890364 -0.0010126230678301729 0.0014990916095449604 0.0010377727400301658 -0.001380562408068493 0.00012582285696560613 0.00016772406863172699 -0.0012271201510387086 -9.5204758835896319e-05 0.00019655577470954747 0.0014906528693654725
leaf_weight=46 68 56 58 75 49 51 116 2223 960 52
leaf_count=46 68 56 58 75 49 51 116 2223 960 52
internal_value=0 -2.66624e-05 -5.02826e-05 -6.80694e-05 -4.31526e-05 -0.000747378 -6.97861e-05 -0.000151691 0.000115775 0.000836613
internal_weight=0 3708 3652 3594 3468 126 3367 2339 1028 101
internal_count=3754 3708 3652 3594 3468 126 3367 2339 1028 101
is_linear=0
shrinkage=0.0995203


Tree=4437
num_leaves=16
num_cat=0
split_feature=11 9 3 9 3 36 4 36 23 4 4 3 21 4 17
split_gain=0.00693181 0.0110727 0.0143521 0.011601 0.0140139 0.0101214 0.00797018 0.00752032 0.00562153 0.0079271 0.023821 0.0214479 0.0223874 0.0141749 0.0117706
threshold=-0.40069499999999997 -0.076039999999999983 0.11926500000000002 -0.093949999999999992 0.096775000000000014 0.08605500000000002 0.13271500000000006 0.087020000000000028 -0.046924999999999994 0.10739000000000003 0.10343500000000001 0.11896500000000003 0.13415000000000002 0.11240500000000002 -0.56005499999999986
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 -4 8 -3 10 14 13 -13 -11 -10
right_child=1 7 6 5 -6 -7 -8 -9 9 11 -12 12 -14 -15 -16
leaf_value=-0.0012537462866919976 0.00034479234556309324 -0.00095711536906105496 0.00073363528411842383 0.0019351334151329728 -0.0017600692416756326 -7.7116253655352878e-05 0.0024348463389819003 -0.0013298609332771246 0.0011752650162267302 0.00034704131878086144 -0.001682643264096263 -0.0011168771573804614 0.0014687281531997557 0.0026612609517612583 -7.1502697201263242e-05
leaf_weight=46 70 68 72 46 56 52 46 47 77 51 90 102 49 56 2826
leaf_count=46 70 68 72 46 56 52 46 47 77 51 90 102 49 56 2826
internal_value=0 -2.3943e-05 0.000515266 4.35673e-05 -0.000584205 0.000859056 0.00140376 -7.89722e-05 -6.10118e-05 -4.20165e-05 -8.78748e-05 0.000486801 -0.000272418 0.00156587 -3.81511e-05
internal_weight=0 3708 342 224 126 98 118 3366 3319 3251 2993 258 151 107 2903
internal_count=3754 3708 342 224 126 98 118 3366 3319 3251 2993 258 151 107 2903
is_linear=0
shrinkage=0.0995203


Tree=4438
num_leaves=15
num_cat=0
split_feature=5 9 8 6 6 8 6 8 9 8 9 9 9 6
split_gain=0.00586121 0.00724702 0.00462594 0.00439037 0.020736 0.0118715 0.0149904 0.0239803 0.0137707 0.010667 0.00893344 0.0125659 0.00772463 0.00340907
threshold=-0.54885499999999998 -0.22988499999999998 -0.52017999999999998 0.096435000000000021 0.094810000000000019 -0.083294999999999994 0.10313000000000001 -0.078414999999999999 0.088995000000000019 -0.068904999999999994 0.11222500000000002 0.12372500000000002 0.098720000000000016 -0.25061999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 -3 4 10 8 9 -8 -5 -7 12 -12 -4 -2
right_child=1 2 3 5 -6 6 7 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.00098738949587963486 0.00021794193978336043 -0.00096481553267934318 -8.8621897511908774e-06 0 0.0020286876312561337 -0.00010053041712371286 0.0017951337689273838 -0.00020707157733576429 -0.0023255707643448117 -0.0022063646303865907 0.0016468530287057311 -0.00013236444282292616 -0.00063950452982805463 0.0014475039345316007
leaf_weight=63 46 53 2601 46 50 49 77 255 55 48 75 81 208 47
leaf_count=63 46 53 2601 46 50 49 77 255 55 48 75 81 208 47
internal_value=0 -1.88321e-05 -4.14688e-05 -2.74333e-05 1.8747e-05 -0.000291683 -6.11378e-05 0.00025483 -0.00126282 -0.00115103 -1.48714e-05 0.000717781 -5.58512e-05 0.000848136
internal_weight=0 3691 3598 3545 3015 530 429 332 101 97 2965 156 2809 93
internal_count=3754 3691 3598 3545 3015 530 429 332 101 97 2965 156 2809 93
is_linear=0
shrinkage=0.0995203


Tree=4439
num_leaves=9
num_cat=0
split_feature=11 11 11 9 1 4 2 1
split_gain=0.0057129 0.00967296 0.0170491 0.0141321 0.00714044 0.0194856 0.00991578 0.0110488
threshold=-0.40069499999999997 -0.11166 -0.08577499999999999 -0.26414499999999996 -0.50954999999999984 0.08167000000000002 -0.24151999999999998 -0.37983499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -6 -8
right_child=1 2 3 4 6 -7 7 -9
leaf_value=-0.0011343928341624721 0.0011320929589259713 -0.0017796292467590503 0.0015689220445522572 -0.0006089959588671752 -0.0012353377244271762 0.0022025384009257834 0.00099725154876619568 -6.9643329242534031e-05
leaf_weight=46 71 55 55 48 70 49 99 3261
leaf_count=46 71 55 55 48 70 49 99 3261
internal_value=0 -1.79481e-05 -4.06238e-05 -1.36936e-05 -3.8605e-05 0.000802825 -6.26393e-05 -3.79644e-05
internal_weight=0 3708 3637 3582 3527 97 3430 3360
internal_count=3754 3708 3637 3582 3527 97 3430 3360
is_linear=0
shrinkage=0.0995203


Tree=4440
num_leaves=26
num_cat=0
split_feature=8 2 26 0 1 1 2 9 17 2 20 20 20 5 0 21 0 20 5 5 5 9 20 6 8
split_gain=0.00872205 0.0143238 0.00654305 0.0115355 0.0176229 0.0249406 0.0448466 0.0163112 0.0323525 0.0165395 0.00734894 0.0151313 0.0121662 0.0283163 0.0180987 0.0491227 0.0375335 0.0106536 0.010589 0.0248486 0.0234062 0.00721436 0.0125262 0.0152133 0.0081256
threshold=-0.49499500000000002 0.41639000000000009 0.10144500000000002 -0.10148 -0.076329999999999995 -0.083284999999999984 -0.081204999999999986 0.10814500000000002 0.059130000000000009 -0.063744999999999982 -0.077394999999999992 -0.076005000000000003 -0.086134999999999989 -0.15086999999999998 -0.085754999999999984 0.085855000000000029 -0.084269999999999998 -0.071149999999999991 -0.016815 -0.026719999999999997 -0.013944999999999999 0.08895500000000002 -0.091229999999999992 -0.086254999999999984 0.0012600000000000003
decision_type=2 2 2 2 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 5 -5 -7 8 -6 -9 12 -12 21 -14 15 -15 -16 -13 19 -19 -20 22 23 -2 -23
right_child=2 -3 3 4 7 6 -8 9 -10 -11 11 17 13 14 16 -17 -18 18 20 -21 -22 24 -24 -25 -26
leaf_value=0.00025081011669044183 0.0014478751902430905 -0.0020977704912133648 0.0017524319981179141 -0.00038202263976094922 -0.0021941021795905476 0.0042586583434776138 0.00025890087085459282 0.0017352678316176037 0.0010537794857079009 -0.00040869764449740767 -0.0018014325450143667 0.0011756726607120866 0.0028607023985361994 -0.0031921413001022064 0.0034195261530869416 0.0005409142648258651 0.00028653185835533893 -0.00018426636256380991 0.0022024429756081778 -0.0020831810741581808 1.8957675438330736e-05 0.0012815199689375787 -0.0019301737932108066 -0.00056974348778660066 -0.0001997346141321266
leaf_weight=53 47 49 55 81 88 47 69 59 46 89 50 68 49 47 47 135 199 904 51 74 1063 62 47 173 88
leaf_count=53 47 49 55 81 88 47 69 59 46 89 50 68 49 47 47 135 199 904 51 74 1063 62 47 173 88
internal_value=0 -0.000869404 6.33546e-05 0.000385168 0.000226466 0.000949632 0.00188655 -0.000275822 -0.00107305 0.00044046 7.72745e-06 -8.9395e-05 0.000248733 0.000592332 0.000330722 -0.000418619 0.00088844 -4.93854e-05 -8.9597e-05 -0.000328784 0.000119655 -0.000142341 -0.000454059 -0.000134986 0.00040706
internal_weight=0 102 3638 534 479 197 116 282 134 148 3104 2210 894 477 428 182 246 2160 2092 978 1114 417 267 220 150
internal_count=3740 102 3638 534 479 197 116 282 134 148 3104 2210 894 477 428 182 246 2160 2092 978 1114 417 267 220 150
is_linear=0
shrinkage=0.0995203


Tree=4441
num_leaves=12
num_cat=0
split_feature=8 0 5 21 27 5 3 23 3 9 11
split_gain=0.00706066 0.00905478 0.00611814 0.0111533 0.0112302 0.0100943 0.00819468 0.00841896 0.010862 0.00826405 0.00799324
threshold=-0.49499500000000002 -0.10806499999999999 -0.5087799999999999 -0.076335 0.076710000000000014 -0.49053999999999998 0.15108000000000005 0.086085000000000023 -0.15154999999999999 -0.020035000000000001 -0.11166
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -4 7 8 -7 -10 -8
right_child=2 -3 5 4 -6 6 10 -9 9 -11 -12
leaf_value=0.0001408101279526729 0.00066412225264200233 -0.0017210256010424282 0.0012301349996977475 -0.0017043809289918603 0.00016974235756824906 -0.0014459738334126032 0.00015896857049676997 0.0013737970743858223 0.00065143349205445782 4.6817166582176089e-05 -0.0014922612560690253
leaf_weight=51 57 51 75 83 50 46 51 50 243 2918 65
leaf_count=51 57 51 75 83 50 46 51 50 243 2918 65
internal_value=0 -0.000782082 5.71168e-05 -0.000492023 -0.000993668 8.76142e-05 6.19671e-05 9.14659e-05 7.1218e-05 9.35557e-05 -0.000759233
internal_weight=0 102 3638 190 133 3448 3373 3257 3207 3161 116
internal_count=3740 102 3638 190 133 3448 3373 3257 3207 3161 116
is_linear=0
shrinkage=0.0995203


Tree=4442
num_leaves=26
num_cat=0
split_feature=17 17 20 3 0 2 4 4 17 6 17 5 5 3 0 3 3 20 26 0 0 4 4 0 3
split_gain=0.00680374 0.0202209 0.080519 0.0711587 0.0204692 0.012858 0.0152723 0.0114428 0.00880873 0.0375503 0.0111918 0.0171149 0.0117156 0.0179612 0.0256166 0.00781102 0.0267602 0.00964341 0.00673544 0.0169341 0.0101397 0.00652552 0.015477 0.0141729 0.0154139
threshold=-0.023964999999999997 -0.065004999999999993 -0.058504999999999995 0.091715000000000033 -0.079379999999999992 -0.01504 0.10739000000000003 0.10252500000000002 -0.013885 0.08734500000000002 -0.010655 0.060575000000000011 -0.0083599999999999994 0.099145000000000025 -0.080074999999999993 0.099145000000000025 0.10377500000000002 -0.085594999999999991 0.08919500000000001 -0.081604999999999997 -0.052884999999999995 0.084755000000000025 0.08858000000000002 -0.040384999999999997 0.10871500000000002
decision_type=2 2 2 2 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 7 18 9 -2 -10 12 15 14 -14 17 -17 -12 19 -1 -20 -7 -23 24 -24
right_child=8 2 3 -5 -6 21 -8 -9 10 -11 11 -13 13 -15 -16 16 -18 -19 20 -21 -22 22 23 -25 -26
leaf_value=-6.4511155248347753e-05 0.00053650218341189375 0.0046741896344802822 0.0004697258704287782 -0.0019847408244892148 0.0034146085970669969 0.00022271455060481467 0.001772444568113673 -0.001325579672385175 0.0012070630773728804 -0.0030378790255982326 0.00059264429815363386 -0.0015667694245230391 0.00018982818630264078 -0.00082402607027204507 0.0027951717432675187 0.0018162546673257242 -9.7407061549535214e-05 -0.00039194636849006654 9.4448821202962823e-05 0.00098663752134989539 -0.0012507819548046297 -0.0024385502083128343 0.0014009828009467994 -0.0016610181289046057 -0.00085328313731999352
leaf_weight=347 71 48 47 86 48 82 58 52 69 49 110 74 96 58 62 84 519 902 319 268 67 46 58 58 62
leaf_count=347 71 48 47 86 48 82 58 52 69 49 110 74 96 58 62 84 519 902 319 268 67 46 58 58 62
internal_value=0 0.000182252 0.00105009 8.4479e-05 0.00196628 4.14243e-05 0.000199292 0.000111864 -8.80533e-05 -0.000916216 -3.72944e-05 -8.27954e-05 -2.23733e-05 0.00066542 0.00121736 -0.00011487 0.000167815 -0.000284117 0.000187354 0.000392219 -0.000136929 -0.000529073 -0.000807936 -0.000381942 0.000229457
internal_weight=0 1646 229 181 95 1417 1111 1053 2094 120 1974 1905 1831 216 158 1615 603 1012 1001 615 386 306 224 178 120
internal_count=3740 1646 229 181 95 1417 1111 1053 2094 120 1974 1905 1831 216 158 1615 603 1012 1001 615 386 306 224 178 120
is_linear=0
shrinkage=0.0995203


Tree=4443
num_leaves=25
num_cat=0
split_feature=17 17 3 2 17 2 17 17 9 2 2 2 3 2 2 3 2 3 8 3 2 3 3 3
split_gain=0.00551384 0.0164108 0.0620686 0.0924923 0.0260256 0.0104244 0.0072939 0.0119008 0.0114776 0.0106433 0.009091 0.0186865 0.0113762 0.00703556 0.006413 0.025544 0.00983183 0.00819598 0.0197603 0.00816406 0.00640352 0.00899487 0.0176096 0.00951996
threshold=-0.023964999999999997 -0.065004999999999993 0.091715000000000033 -0.082139999999999991 -0.041415 -0.01504 -0.013125 -0.010655 0.085405000000000023 0.42136500000000005 0.14153500000000005 0.11995000000000003 0.13775000000000004 0.097745000000000012 -0.068779999999999994 0.097595000000000029 -0.076954999999999996 0.10426500000000002 0.096835000000000018 0.096595000000000028 -0.0064000000000000003 0.091065000000000021 0.10871500000000002 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 5 3 -3 -4 14 8 -8 -2 10 11 13 -12 -9 16 -16 17 19 -19 -1 -7 23 -23 -22
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leaf_value=0.00012032499793001492 1.0405211030703849e-06 0.00016167760966029639 0.00073363776853902602 0.0059895012205231747 -0.0022231184950990183 -0.0013388490983191927 0.0013603259689839531 -6.7190267489253985e-05 -0.0018764069492493839 -0.0013573591595916487 0.0018020223348358658 -0.0020222324215208314 -0.00026799328598833361 0.0010974359025095553 0.0025522239821620259 -0.00040477347127914514 -0.00093209886697059147 0.0013626765174000778 -0.00068673301694223649 -0.0011995499501257305 0 0.0016031074922938913 -0.00063287762030800831 -0.002014410127868997
leaf_weight=643 74 64 63 47 55 67 59 1637 56 62 58 48 47 53 51 66 84 150 67 50 48 58 87 46
leaf_count=643 74 64 63 47 55 67 59 1637 56 62 58 48 47 53 51 66 84 150 67 50 48 58 87 46
internal_value=0 0.000164115 0.000945941 0.00263669 -0.000637574 3.71867e-05 -7.92124e-05 -3.09923e-05 -0.000801409 -7.45128e-05 -3.09126e-05 -8.56695e-05 0.000867648 -3.01821e-05 0.000179385 0.000877178 9.64268e-05 0.000192267 0.000726137 2.39146e-05 -0.00047642 -0.000231226 0.000255871 -0.000991307
internal_weight=0 1646 229 111 118 1417 2094 1964 130 1905 1843 1738 105 1690 1111 117 994 910 217 693 306 239 145 94
internal_count=3740 1646 229 111 118 1417 2094 1964 130 1905 1843 1738 105 1690 1111 117 994 910 217 693 306 239 145 94
is_linear=0
shrinkage=0.0995203


Tree=4444
num_leaves=25
num_cat=0
split_feature=17 20 2 8 8 2 8 6 9 2 8 9 26 29 21 26 6 8 6 6 18 2 4 21
split_gain=0.0113811 0.0160982 0.014671 0.0209564 0.0417504 0.023365 0.0319911 0.0172971 0.0169908 0.0167934 0.0143298 0.0159659 0.0115362 0.0101997 0.0106197 0.00950951 0.00836698 0.0214781 0.0229076 0.0138593 0.00794055 0.00593264 0.00436088 0.00676373
threshold=0.047990000000000012 0.10634000000000003 -0.069129999999999983 -0.083135000000000001 -0.081174999999999983 -0.087444999999999995 -0.086254999999999984 -0.080534999999999995 0.08735500000000003 -0.047824999999999999 -0.07743499999999999 0.097365000000000021 0.098185000000000022 -0.08570499999999999 -0.091104999999999992 -0.070694999999999994 -0.10198499999999999 -0.098504999999999995 -0.12640499999999996 -0.097850000000000006 -0.078409999999999994 -0.029394999999999998 0.077430000000000013 0.084095000000000017
decision_type=2 2 2 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 5 -5 -2 8 -6 -7 12 -9 -12 -4 -1 -15 -11 17 -16 -19 -18 -21 -3 -17 -24
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leaf_weight=85 63 63 46 49 46 50 91 71 77 48 96 52 49 77 87 53 47 209 52 781 1365 61 62 62
leaf_count=85 63 63 46 49 46 50 91 71 77 48 96 52 49 77 87 53 47 209 52 781 1365 61 62 62
internal_value=0 -0.000133369 0.000270344 0.000563038 0.0011219 -5.85382e-05 -0.000549195 0.000624736 0.000466104 -0.000271326 0.000252055 -0.000300971 -0.00138191 -0.000184489 -0.000219574 0.000193951 -0.00018431 -0.000638151 -0.00109079 -0.000111918 -0.000149292 0.000974373 -0.000138762 -0.000465475
internal_weight=0 2827 915 595 314 281 218 265 127 320 219 148 95 2703 2618 225 2541 348 261 2193 2146 124 177 124
internal_count=3742 2827 915 595 314 281 218 265 127 320 219 148 95 2703 2618 225 2541 348 261 2193 2146 124 177 124
is_linear=0
shrinkage=0.0995203


Tree=4445
num_leaves=10
num_cat=0
split_feature=19 23 8 4 3 3 3 21 2
split_gain=0.00873434 0.00796385 0.0055409 0.0142198 0.00709163 0.020446 0.0107794 0.00983385 0.0113683
threshold=0.14071500000000006 0.086650000000000019 0.24614500000000003 0.15221500000000004 0.083875000000000019 0.084290000000000018 0.084550000000000028 0.083545000000000022 -0.087359999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 8 -1
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=2.6787852197795871e-05 0.0013166426862618592 -0.0011857987924363358 -0.0008702031208269994 0.0016384448133624585 0.00165956062026877 -0.0013936881106118475 0 0.00058522225219355601 -0.0012095229868654431
leaf_weight=124 47 60 76 51 73 56 3005 73 177
leaf_count=124 47 60 76 51 73 56 3005 73 177
internal_value=0 -4.8238e-05 -2.9236e-05 -1.10477e-05 -3.52617e-05 1.33659e-05 -2.56258e-05 -0.000444934 -0.000697493
internal_weight=0 3695 3635 3559 3508 3134 3061 374 301
internal_count=3742 3695 3635 3559 3508 3134 3061 374 301
is_linear=0
shrinkage=0.0995203


Tree=4446
num_leaves=23
num_cat=0
split_feature=17 20 29 17 21 17 1 3 18 2 29 1 23 3 1 2 1 0 0 18 18 2
split_gain=0.00918394 0.0129815 0.0116828 0.0159575 0.0139137 0.0117742 0.0116325 0.0325866 0.0299805 0.00978392 0.00867728 0.0103376 0.0314079 0.0190796 0.0126724 0.0154467 0.0102466 0.00914608 0.00856469 0.0170377 0.00930183 0.0048881
threshold=0.047990000000000012 0.10634000000000003 -0.078664999999999999 0.055875000000000015 -0.080634999999999998 0.51734000000000024 -0.0084199999999999987 0.091140000000000013 -0.064960000000000004 -0.076034999999999991 -0.08570499999999999 0.26753500000000008 -0.022119999999999997 0.10525500000000003 0.066150000000000028 -0.075899999999999995 0.10637500000000003 -0.15137999999999999 0.056590000000000008 -0.098315 0.15374500000000005 -0.029394999999999998
decision_type=2 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 -2 -4 -5 6 8 -8 -6 -7 -1 14 -13 -14 18 -16 -17 -15 20 -20 -12 -3
right_child=2 21 3 4 5 9 7 -9 -10 -11 11 12 13 17 15 16 -18 -19 19 -21 -22 -23
leaf_value=0.00082515360049969372 -0.0012786689966094783 0.00024751695361867901 0.002057427600295612 0.0015867828493184638 0.0017576974881100846 -0.0019355070344930609 -0.0020076172774559507 0.00055960304862157106 -8.4049547593280956e-06 6.8432243273780079e-05 -8.43659607590015e-05 0.000802876681540949 -0.00017453778018552821 -0.0013992103125871111 0.0021889279931199225 -0.0010345683780249705 0.0010658116110131206 -0.0032525470279882247 0.00068835594816310725 -0.0015287194417832335 -0.0010790882598923166 0.0015157157072235401
leaf_weight=85 47 63 50 68 138 48 76 137 304 47 1957 82 64 54 50 46 46 56 48 117 98 61
leaf_count=85 47 63 50 68 138 48 76 137 304 47 1957 82 64 54 50 46 46 56 48 117 98 61
internal_value=0 -0.000116666 0.00024599 0.00032949 0.000222869 9.81162e-05 0.000249275 -0.000352557 0.000541151 -0.000935468 -0.000162599 -0.000194982 -0.000796302 -0.00155464 -0.000129462 0.000780871 6.72352e-06 -0.00235017 -0.00018806 -0.000878791 -0.000132201 0.000877991
internal_weight=0 2827 915 868 818 750 655 213 442 95 2703 2618 256 174 2362 142 92 110 2220 165 2055 124
internal_count=3742 2827 915 868 818 750 655 213 442 95 2703 2618 256 174 2362 142 92 110 2220 165 2055 124
is_linear=0
shrinkage=0.0995203


Tree=4447
num_leaves=20
num_cat=0
split_feature=10 9 9 10 17 9 0 17 3 5 17 8 17 26 26 2 29 2 1
split_gain=0.0129633 0.0168173 0.0138933 0.0120952 0.0085127 0.0122884 0.035241 0.0187097 0.0143702 0.013399 0.0112634 0.0168312 0.01193 0.0204716 0.0273971 0.0188847 0.00881474 0.00760516 0.00618874
threshold=0.086165000000000019 0.093705000000000024 0.10054500000000002 0.081365000000000021 0.24923500000000007 0.095950000000000021 -0.078664999999999999 0.41031000000000012 0.091545000000000029 -0.061665000000000005 0.11639500000000001 -0.085165000000000005 0.047990000000000012 0.083970000000000031 0.088015000000000024 -0.013174999999999999 -0.08570499999999999 -0.069459999999999994 -0.083284999999999984
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 10 6 7 8 -6 -9 12 -12 16 15 -15 -14 -1 -7 -18
right_child=1 2 -4 -5 5 17 -8 9 -10 -11 11 -13 13 14 -16 -17 18 -19 -20
leaf_value=0.0009007728435110879 0.00058013829897182528 -0.0029405608504755524 -0.00059294958186743288 0.0015990288067114177 0 -0.0014082476849863247 0.0025811855216285925 4.3165171833701359e-05 0.002146964196616784 -0.0020067270299031531 0.00012664254273124138 -0.0019383665744380242 0.0030781734999541393 -0.0021071519600997343 0.00067209382776473427 0.00032172389506710848 -0.00036323708749753307 0.00024827279207196407 -2.2858800933095339e-05
leaf_weight=86 49 46 57 47 64 51 76 94 60 47 78 77 51 47 139 49 750 58 1816
leaf_count=86 49 46 57 47 64 51 76 94 60 47 78 77 51 47 139 49 750 58 1816
internal_value=0 -0.000925245 -0.00164935 1.29268e-05 -7.88279e-06 0.000396285 0.000691346 0.000146265 0.00104047 -0.000634327 -6.69497e-05 -0.00089392 -2.30427e-05 0.000587255 -2.57879e-05 0.0017357 -8.91678e-05 -0.000519286 -0.000122665
internal_weight=0 152 103 3590 3543 450 341 265 124 141 3093 155 2938 286 186 100 2652 109 2566
internal_count=3742 152 103 3590 3543 450 341 265 124 141 3093 155 2938 286 186 100 2652 109 2566
is_linear=0
shrinkage=0.0995203


Tree=4448
num_leaves=25
num_cat=0
split_feature=18 0 0 1 0 0 0 0 0 0 0 0 8 0 1 20 20 20 0 0 18 0 0 9
split_gain=0.0154394 0.00558853 0.0163383 0.0201399 0.0151682 0.0480201 0.0125922 0.0356665 0.0237993 0.0123903 0.0286534 0.0217787 0.0168079 0.0442305 0.0358256 0.0115588 0.0241508 0.0142294 0.00921701 0.00806928 0.0220457 0.00962749 0.00596766 0.00444146
threshold=0.31690500000000005 -0.082794999999999994 -0.083390000000000006 -0.082344999999999988 -0.086775000000000005 -0.085054999999999992 -0.085754999999999984 -0.085245000000000001 -0.084534999999999985 -0.080434999999999993 -0.080884999999999999 -0.079805000000000001 -0.083294999999999994 -0.08176499999999999 -0.083284999999999984 -0.084949999999999984 -0.091229999999999992 -0.081945000000000004 -0.079284999999999994 -0.077174999999999994 -0.067924999999999999 -0.076439999999999994 -0.100285 0.084115000000000009
decision_type=2 2 2 2 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 22 -6 15 -8 -9 10 12 -11 -3 14 -14 16 -5 -17 -13 20 -20 -21 -1 -24
right_child=-2 9 -4 6 5 -7 7 8 -10 11 -12 18 13 -15 -16 17 -18 -19 19 21 -22 -23 23 -25
leaf_value=-0.00081083854035416271 0.0018184483061468508 -0.0010004361291750343 -0.0017377763592424608 -4.5959478714055245e-05 -0.0037028182873499013 1.7374129286335285e-06 0.0029917598315707277 -0.0014835519841035337 0.0010681236257748957 -0.0019359880168226434 0.0026342327072293734 0.0014507310672408288 5.4529808245761476e-05 -0.0010398871377775652 0.0038365243368450436 0.0015335799469958838 -0.002324949729958864 3.2744047958931459e-06 -0.0018956025144231689 0.0015156047637014823 0.00051151455210556658 4.6907800516035143e-05 0.00092306248471610351 -0.00038665849145948943
leaf_weight=86 46 78 61 167 60 81 54 62 87 56 60 46 46 77 55 64 64 1027 74 46 76 1186 55 47
leaf_count=86 46 78 61 167 60 81 54 62 87 56 60 46 46 77 55 64 64 1027 74 46 76 1186 55 47
internal_value=0 -1.59992e-05 -0.000134532 -8.13403e-05 -0.000787736 -0.00156886 7.05191e-05 0.000800501 8.58298e-07 0.000109651 0.000675525 -1.0293e-05 0.000213255 0.000749697 0.00212214 -4.09542e-05 -0.000680912 9.37953e-05 6.46512e-05 1.7923e-05 -0.000670539 0.00010241 -0.000197535 0.000311538
internal_weight=0 3715 1915 1854 329 141 1525 203 149 1800 316 1484 256 178 101 1322 231 1091 1428 1382 150 1232 188 102
internal_count=3761 3715 1915 1854 329 141 1525 203 149 1800 316 1484 256 178 101 1322 231 1091 1428 1382 150 1232 188 102
is_linear=0
shrinkage=0.0995203


Tree=4449
num_leaves=23
num_cat=0
split_feature=1 2 2 18 21 21 2 2 18 2 18 26 18 18 3 5 3 26 3 1 1 2
split_gain=0.0139324 0.00566806 0.0197234 0.0772413 0.0137042 0.0387144 0.0190541 0.0113959 0.00906008 0.0247831 0.0121041 0.00691995 0.00661105 0.0137722 0.0334178 0.00981244 0.0172702 0.019026 0.013175 0.00763478 0.0467005 0.0175984
threshold=-0.55579999999999996 -0.085599999999999996 -0.086304999999999993 -0.022504999999999997 -0.0092899999999999996 -0.032929999999999994 -0.086775000000000005 -0.084869999999999987 -0.087529999999999983 -0.095204999999999998 -0.032374999999999994 0.083235000000000017 -0.097059999999999994 -0.088855000000000003 0.089735000000000023 0.2686150000000001 0.098755000000000023 0.095950000000000021 0.087235000000000021 -0.083284999999999984 -0.082195000000000004 -0.081864999999999993
decision_type=2 2 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 8 -3 9 -6 -10 -2 15 14 -14 18 -17 -18 -9 21 -21 -15
right_child=1 7 3 -5 6 -7 -8 12 10 -11 -12 -13 13 19 -16 16 17 -19 -20 20 -22 -23
leaf_value=0.0016729706671151153 -0.0012605826512448648 0.0012513097444907088 -0.0042880151834134277 0.0013531908516271642 0.00013849065899092453 0.0029887464010216191 -0.0021679902812012332 -0.0024577411088186423 0.0014565504954618252 -0.0019171566596289623 -5.1794920822810979e-05 0.0004152448158941708 0.0029643905236332738 -0.0014116413419188254 -0.00031161077129261445 0.0015348109233017896 0.00020425885751310026 -0.0021038960995383902 -0.00015810937571816196 0.0030391651816978247 1.451925783212952e-05 0.00013890274844644468
leaf_weight=49 46 77 50 46 162 52 48 46 61 90 381 51 54 115 71 53 109 52 55 52 1847 194
leaf_count=49 46 77 50 46 162 52 48 46 61 90 381 51 54 115 71 53 109 52 55 52 1847 194
internal_value=0 -1.61447e-05 -0.000220655 -0.00157641 -7.36614e-05 0.00079601 -0.000249402 5.76289e-05 -0.000115525 -0.000592421 0.000154518 -0.000371038 2.26093e-05 8.06831e-05 0.00109707 -0.000404907 -1.94213e-05 -0.000536148 -0.00121357 2.27721e-05 9.77738e-05 -0.000435511
internal_weight=0 3712 987 96 891 149 742 2725 694 252 442 97 2648 2333 125 315 214 161 101 2208 1899 309
internal_count=3761 3712 987 96 891 149 742 2725 694 252 442 97 2648 2333 125 315 214 161 101 2208 1899 309
is_linear=0
shrinkage=0.0995203


Tree=4450
num_leaves=9
num_cat=0
split_feature=18 21 29 26 4 0 18 0
split_gain=0.0119177 0.00688142 0.00664384 0.0107861 0.0101877 0.00749652 0.0106573 0.0105139
threshold=0.31690500000000005 0.15544000000000005 0.10207000000000002 -0.2382 0.15028500000000003 -0.082794999999999994 -0.022504999999999997 -0.080434999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -7
right_child=-2 -3 -4 4 -6 7 -8 -9
leaf_value=0.0012465364343825934 0.0015973336225822586 0.00094195256813434049 -0.00093661921939865655 -0.00056875229445739852 -0.0014776187282977879 0.00065747368903980449 -1.419572752848654e-05 1.4152149050362199e-05
leaf_weight=66 46 73 79 465 48 310 1323 1351
leaf_count=66 46 73 79 465 48 310 1323 1351
internal_value=0 -1.43689e-05 -3.37621e-05 -1.35139e-05 -3.75293e-05 -1.72501e-05 -0.000158876 0.000134711
internal_weight=0 3715 3642 3563 3497 3449 1788 1661
internal_count=3761 3715 3642 3563 3497 3449 1788 1661
is_linear=0
shrinkage=0.0995203


Tree=4451
num_leaves=9
num_cat=0
split_feature=1 27 26 5 5 1 18 18
split_gain=0.0108139 0.00744476 0.00847975 0.00516776 0.00799915 0.00937646 0.00778595 0.00899096
threshold=-0.55579999999999996 -0.032854999999999995 0.41344500000000012 0.62931500000000018 0.51100000000000012 0.057265000000000017 -0.26599999999999996 -0.20826999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 -8
right_child=1 2 -4 -5 5 -7 7 -9
leaf_value=0.0014735596357206289 0.00087917857506864016 0.0012531361693908765 -0.0011298567551850894 0.00079045022150010791 -0.0017266419487160273 2.7105667771300687e-05 -0.0014051420367838594 -3.7216528408468804e-06
leaf_weight=49 90 48 69 77 59 60 46 3263
leaf_count=49 90 48 69 77 59 60 46 3263
internal_value=0 -1.45544e-05 -3.69881e-05 -1.55339e-05 -3.36235e-05 -0.000835521 -4.95376e-06 -2.34509e-05
internal_weight=0 3712 3622 3553 3476 119 3357 3309
internal_count=3761 3712 3622 3553 3476 119 3357 3309
is_linear=0
shrinkage=0.0995203


Tree=4452
num_leaves=12
num_cat=0
split_feature=5 11 30 2 2 17 9 1 1 1 21
split_gain=0.0283424 0.0135702 0.00923909 0.0094924 0.0913734 0.014073 0.0205066 0.0161315 0.00708145 0.00692722 0.00599119
threshold=0.6362850000000001 0.092640000000000014 0.11901000000000002 -0.085804999999999992 -0.086440000000000003 0.0047200000000000011 0.083715000000000026 -0.0072799999999999991 -0.50954999999999984 -0.37983499999999998 0.13765500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 -5 -10 -11
right_child=-2 -3 -4 8 -6 6 -8 -9 9 10 -12
leaf_value=-3.913853435769102e-05 0.0024667616537538996 -0.0015954876911975732 0.0013354199655587708 -0.0010190604398150078 0.0033999369461354453 0.00077672730646438464 -0.0015879751208562371 0.0012200539465660298 0.00091080304381214615 -9.0734392774658273e-05 0.00069083738350113875
leaf_weight=532 48 50 55 74 86 53 113 124 75 2437 101
leaf_count=532 48 50 55 74 86 53 113 124 75 2437 101
internal_value=0 3.2382e-05 5.49059e-05 3.50876e-05 0.00031342 -8.50488e-06 -0.000828048 0.000197632 -5.86627e-05 -3.1151e-05 -5.93091e-05
internal_weight=0 3700 3650 3595 908 822 166 656 2687 2613 2538
internal_count=3748 3700 3650 3595 908 822 166 656 2687 2613 2538
is_linear=0
shrinkage=0.0995203


Tree=4453
num_leaves=16
num_cat=0
split_feature=11 2 2 17 1 9 11 1 3 9 1 29 3 3 2
split_gain=0.0114356 0.0111734 0.0690086 0.0201531 0.0500863 0.0212141 0.00914232 0.0088007 0.00853297 0.0196387 0.00851672 0.00854335 0.00930816 0.00805901 0.00740395
threshold=0.092640000000000014 -0.085804999999999992 -0.086440000000000003 -0.081674999999999998 -0.0072799999999999991 0.098465000000000011 -0.11166 -0.50954999999999984 0.083815000000000014 0.083955000000000016 -0.37983499999999998 0.097185000000000021 0.15108000000000005 0.087745000000000031 -0.097424999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 14 -3 -8 -5 -10 -9 12 -12 -11 -1
right_child=-2 6 -4 8 -6 -7 7 10 9 13 11 -13 -14 -15 -16
leaf_value=0.00032224641797825215 -0.0014367045062068956 0.0009805466278846502 0.0030615743992216276 0.00069506624523062047 0.003690307610513156 0.0021905877484486142 -0.0011738614137984616 0.0010040870781599172 -0.0018891929658259236 0.00067448446208833585 -6.1956233015953091e-05 0.00097314270583377595 -0.0014089128760156886 -0.00050023333328973413 -0.00062966831809490957
leaf_weight=197 50 87 86 62 46 47 68 77 85 81 2396 77 52 200 137
leaf_count=197 50 87 86 62 46 47 68 77 85 81 2396 77 52 200 137
internal_value=0 7.78754e-05 0.00037403 0.000102746 0.000587233 0.000210435 -2.29091e-05 -5.59126e-05 -0.000378697 -0.000562828 -2.63817e-05 -5.81302e-05 -9.09025e-05 -0.0001587 -6.57587e-05
internal_weight=0 3698 941 855 427 381 2757 2670 428 366 2602 2525 2448 281 334
internal_count=3748 3698 941 855 427 381 2757 2670 428 366 2602 2525 2448 281 334
is_linear=0
shrinkage=0.0995203


Tree=4454
num_leaves=15
num_cat=0
split_feature=5 12 5 5 8 8 5 5 26 20 26 5 2 4
split_gain=0.0205129 0.00859615 0.00903787 0.0357045 0.047978 0.0240932 0.010462 0.0124549 0.00939455 0.0132363 0.0089215 0.00696428 0.0155008 0.00918978
threshold=0.6362850000000001 0.098385000000000028 -0.0054650000000000002 -0.010074999999999999 -0.085499999999999993 -0.079854999999999995 -0.0038499999999999997 -0.0016799999999999999 -0.236315 0.15091500000000005 -0.14859999999999998 0.0047850000000000011 -0.081604999999999997 0.11724500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 -6 -4 -8 -1 10 -10 12 -9 -13
right_child=-2 -3 6 4 5 -7 7 11 9 -11 -12 13 -14 -15
leaf_value=0.0014004191134692387 0.0020960776766829887 -0.0012705087709066389 -0.001367816606778136 0.003119504048436372 -0.0014698258150114985 0.0013838295928343984 0.0011433383829794509 -0.0017114865778298483 -0.0013956197944240344 0.001361309291564377 -7.5784210655315994e-06 -1.2525456821174482e-05 0.00053493277564374303 -0.0011861075631613887
leaf_weight=49 48 50 68 91 54 64 75 81 47 69 1955 978 48 71
leaf_count=49 48 50 68 91 54 64 75 81 47 69 1955 978 48 71
internal_value=0 2.50137e-05 4.29849e-05 0.000161104 0.00140225 7.09819e-05 -0.000164646 -9.86966e-05 3.83596e-05 5.73788e-06 -4.05737e-05 -0.000178469 -0.000869264 -9.2738e-05
internal_weight=0 3700 3650 2329 209 118 1321 1253 2120 2071 2002 1178 129 1049
internal_count=3748 3700 3650 2329 209 118 1321 1253 2120 2071 2002 1178 129 1049
is_linear=0
shrinkage=0.0995203


Tree=4455
num_leaves=18
num_cat=0
split_feature=5 12 26 26 17 26 0 1 1 20 3 3 9 17 26 1 17
split_gain=0.0166336 0.00697015 0.00801928 0.0211525 0.0213938 0.0138472 0.0353657 0.018447 0.0406541 0.0183438 0.0130546 0.0279904 0.0103208 0.0198697 0.0114726 0.00906653 0.0101694
threshold=0.6362850000000001 0.098385000000000028 0.086420000000000011 0.087170000000000011 -0.0092949999999999994 0.085355000000000028 -0.086589999999999986 0.05309500000000001 0.064860000000000015 -0.073489999999999986 0.084620000000000015 0.083725000000000022 0.085945000000000021 -0.0071449999999999994 0.087745000000000031 0.018150000000000003 0.11180000000000002
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 -4 7 -7 15 -9 -10 11 -5 13 -12 -14 16 -1
right_child=-2 -3 3 10 -6 6 -8 8 9 -11 12 -13 14 -15 -16 -17 -18
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leaf_weight=1056 48 50 48 57 56 77 85 49 121 337 84 54 53 92 1294 55 132
leaf_count=1056 48 50 48 57 56 77 85 49 121 337 84 54 53 92 1294 55 132
internal_value=0 2.24583e-05 3.86624e-05 -0.000115773 -0.00149211 0.000179472 0.00106024 9.74699e-05 0.000603643 0.00031018 -2.76723e-05 0.00101361 -0.000104101 -0.000820873 -9.83966e-06 -0.000108331 -4.97837e-05
internal_weight=0 3700 3650 1738 104 1912 162 1750 507 458 1634 111 1523 176 1347 1243 1188
internal_count=3748 3700 3650 1738 104 1912 162 1750 507 458 1634 111 1523 176 1347 1243 1188
is_linear=0
shrinkage=0.0995203


Tree=4456
num_leaves=17
num_cat=0
split_feature=26 26 20 9 8 8 17 17 17 18 18 9 23 9 18 0
split_gain=0.011004 0.0220903 0.0127404 0.020659 0.0414368 0.0234164 0.0194325 0.0278031 0.0206879 0.00550609 0.00946597 0.00567302 0.0120261 0.0126303 0.0104754 0.00911448
threshold=0.10144500000000002 0.098495000000000013 0.0040650000000000018 0.11296000000000002 -0.046889999999999994 -0.050299999999999997 -0.040589999999999994 -1.0000000180025095e-35 0.059130000000000009 0.24916000000000005 0.14607000000000003 0.092605000000000021 0.086650000000000019 0.091750000000000012 0.10189500000000003 -0.08892499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 6 -5 -2 -8 -9 10 11 12 13 -1 15 -13
right_child=2 -3 -4 5 -6 -7 7 8 -10 -11 -12 14 -14 -15 -16 -17
leaf_value=-1.1219555801549852e-05 -0.00080411561209154953 -0.0021189807446615598 -0.00091609252152228008 0.00084171848889625506 0.003389135259176927 -0.0017662554597714421 0.0030420620807812375 -0.00067950991283762766 0.0015202589956895781 -0.00093129853313697023 0.0012159337336594338 -0.0006123094423079637 -0.0015968910883885168 -0.0013781924338792516 0.0016866510345371929 0.00035780975907356773
leaf_weight=2299 80 50 61 69 60 67 51 87 82 63 63 124 51 69 47 419
leaf_count=2299 80 50 61 69 60 67 51 87 82 63 63 124 51 69 47 419
internal_value=0 -4.3553e-05 0.000435812 0.000603725 0.000999189 -0.000437073 0.000518471 0.00100313 0.00038299 -1.0191e-05 8.43248e-06 -1.65772e-05 -8.43191e-05 -5.13968e-05 0.000259777 0.000134765
internal_weight=0 3185 557 496 360 136 300 220 169 3135 3072 3009 2419 2368 590 543
internal_count=3742 3185 557 496 360 136 300 220 169 3135 3072 3009 2419 2368 590 543
is_linear=0
shrinkage=0.0995203


Tree=4457
num_leaves=10
num_cat=0
split_feature=25 20 20 21 11 20 21 21 1
split_gain=0.00733658 0.00418281 0.00826116 0.00628508 0.00608283 0.00535078 0.00688699 0.00699279 0.00501872
threshold=0.096120000000000025 0.09327000000000002 0.10337500000000002 -0.14589999999999997 0.063835000000000017 0.0057800000000000013 -0.091104999999999992 -0.085574999999999998 0.04735000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 -5 -8 -4
right_child=-2 2 8 4 -6 -7 7 -9 -10
leaf_value=0.0011900304843243776 0.0011258217148782145 -0.0014204137196312282 0.00052553492282513524 -0.0010174865902805453 0.0010865601255032943 0.00076320809117799769 0.0010401385163217808 -1.8798668349632516e-05 -0.00056633787891856172
leaf_weight=46 59 59 79 67 52 89 63 3140 88
leaf_count=46 59 59 79 67 52 89 63 3140 88
internal_value=0 6.8891e-06 -0.000407632 3.42251e-05 1.83981e-05 1.61841e-06 -1.88595e-05 1.77406e-06 -4.49212e-05
internal_weight=0 3683 226 3457 3411 3359 3270 3203 167
internal_count=3742 3683 226 3457 3411 3359 3270 3203 167
is_linear=0
shrinkage=0.0995203


Tree=4458
num_leaves=16
num_cat=0
split_feature=17 17 5 6 17 3 21 21 21 21 21 20 21 3 8
split_gain=0.00802004 0.0142722 0.0103923 0.0175796 0.00849582 0.00788098 0.00619811 0.0161296 0.00975638 0.0087129 0.00742108 0.0202061 0.0199139 0.0147467 0.00697804
threshold=0.42451000000000011 0.51174000000000019 0.057175000000000011 -0.031674999999999995 0.41106500000000007 -0.16443499999999997 0.087625000000000022 0.086690000000000017 0.085470000000000018 0.083050000000000027 0.096230000000000024 -0.013254999999999999 0.09865500000000002 0.090435000000000029 -0.13559999999999997
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 8 9 -7 11 13 -12 -8 -14
right_child=1 2 -4 -5 -6 6 10 -9 -10 -11 12 -13 14 -15 -16
leaf_value=0.0013078376227401633 -0.0018810242555460641 0.00040941104038283709 0.0011744498936823028 -0.0019654557817054756 0.0013485704200261028 7.1452527952442526e-05 -0.0012068690316286641 0.0019571716233439235 -0.0011364065933632816 0.0011362726969810365 0.0017248464915642849 -0.0018697084579973914 0.00077910054283725585 0.00040279279562777592 -0.00028125964898445999
leaf_weight=48 59 75 47 52 50 2203 83 46 64 79 61 87 69 175 544
leaf_count=48 59 75 47 52 50 2203 83 46 64 79 61 87 69 175 544
internal_value=0 -0.000542749 -8.42614e-05 -0.00055653 6.00623e-05 4.12001e-05 2.31358e-05 0.000110909 7.43587e-05 0.000108674 -0.000182099 -0.000557525 8.85524e-06 -0.000111871 -0.000160569
internal_weight=0 233 174 127 3509 3459 3411 2392 2346 2282 1019 345 674 258 613
internal_count=3742 233 174 127 3509 3459 3411 2392 2346 2282 1019 345 674 258 613
is_linear=0
shrinkage=0.0995203


Tree=4459
num_leaves=18
num_cat=0
split_feature=26 26 17 20 9 9 8 17 0 25 6 11 8 12 3 3 5
split_gain=0.00924911 0.0181303 0.00953051 0.0108168 0.023431 0.0584318 0.0272198 0.0126471 0.0216066 0.00685438 0.004603 0.0154474 0.022243 0.0100726 0.00591456 0.00739605 0.00487942
threshold=0.10144500000000002 0.098495000000000013 0.4039100000000001 0.0040650000000000018 0.11408000000000003 0.10199500000000002 -0.050299999999999997 0.059130000000000009 -0.071799999999999989 0.096120000000000025 -0.25061999999999995 -0.075149999999999981 -0.07034 -0.0088449999999999987 0.081685000000000021 0.083955000000000016 0.0047850000000000011
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 -6 8 -2 10 11 -1 -13 -12 16 -16 -15
right_child=2 -3 -4 -5 6 -7 -8 -9 -10 -11 13 12 -14 14 15 -17 -18
leaf_value=-0.0019709908221483799 -0.00054788816664392821 -0.0019253249575676167 -0.00088255856494430182 -0.00082476482044723117 0.00091583945908870704 0.0042425324533132006 -0.0021711552760339085 0.0018553517932844634 0.001424155432008423 0.0010962838513073848 0.0014111720393203651 0.0011601115209582923 -0.001407541235902018 -0.00022979245504504167 0.00075175740143978715 -3.2024685165456798e-05 -0.0015063679187468698
leaf_weight=52 141 50 52 52 59 50 54 59 90 54 49 77 59 89 125 2584 46
leaf_count=52 141 50 52 52 59 50 54 59 90 54 49 77 59 89 125 2584 46
internal_value=0 -4.50464e-05 0.000394447 0.000527562 0.000684603 0.00109804 -0.000552117 0.000553061 0.000216897 -1.47967e-05 -3.45361e-05 -0.000511744 4.01839e-05 -3.242e-06 -2.78992e-05 3.8388e-06 -0.000670838
internal_weight=0 3185 557 505 453 340 113 290 231 3135 3081 188 136 2893 2844 2709 135
internal_count=3742 3185 557 505 453 340 113 290 231 3135 3081 188 136 2893 2844 2709 135
is_linear=0
shrinkage=0.0995203


Tree=4460
num_leaves=8
num_cat=0
split_feature=20 1 9 24 27 23 9
split_gain=0.0262291 0.00619601 0.00782565 0.00668614 0.00628862 0.0120932 0.00723354
threshold=-0.41270499999999993 0.62916000000000016 -0.26414499999999996 0.098635000000000014 -0.032854999999999995 -0.046924999999999994 0.11408000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7
right_child=1 -3 3 -5 5 6 -8
leaf_value=0.0023763284038183269 0.0011896072277422188 -0.0011041150905956995 0.00085441841070298813 -0.0011841295996515785 -0.0012984728297127884 -3.3379921094038112e-05 0.00055808817109061269
leaf_weight=46 54 51 83 48 72 3151 219
leaf_count=46 54 51 83 48 72 3151 219
internal_value=0 -1.48019e-05 2.89443e-07 -1.7456e-05 -1.33717e-06 -2.22106e-05 4.81382e-06
internal_weight=0 3678 3627 3573 3525 3442 3370
internal_count=3724 3678 3627 3573 3525 3442 3370
is_linear=0
shrinkage=0.0995203


Tree=4461
num_leaves=19
num_cat=0
split_feature=21 0 4 4 0 0 8 17 17 8 8 18 8 18 1 0 0 18
split_gain=0.0221868 0.0117032 0.0309897 0.0397345 0.00694954 0.0185319 0.0098407 0.0193808 0.0224831 0.0099178 0.0110403 0.00845923 0.0209402 0.0161612 0.0123539 0.0100349 0.0147557 0.0089068
threshold=-0.10223999999999998 -0.19631499999999999 0.086380000000000026 0.10423500000000002 -0.068604999999999985 -0.066264999999999991 -0.066829999999999987 -0.46992499999999998 -0.0064000000000000003 -0.052214999999999998 -0.017214999999999998 0.11715500000000002 -0.070134999999999989 0.10698500000000001 -0.075804999999999997 -0.071799999999999989 -0.070134999999999989 0.088735000000000022
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 11 -6 7 -7 -9 -8 -11 13 14 15 -13 17 -17 -3
right_child=1 4 3 -5 5 6 9 8 -10 10 -12 12 -14 -15 -16 16 -18 -19
leaf_value=0.0016632053737201959 0.001373327270242513 0.00012887236675563995 -0.0035437355489576533 -4.2732549119384962e-05 -0.0018582130532423817 -0.0024395660466886549 0.0013653772362704354 0.0008218187063488442 -0.0011341235727259456 -0.0014401998943487362 0.00017176961002611537 0.0014964530623422353 -0.0016798099638426745 0.0015712752355113843 -0.00050087430671771015 0.0023645032656888234 -4.2906338580263089e-05 -0.00052108029858684356
leaf_weight=79 47 1991 58 73 64 46 60 111 122 47 402 52 88 77 74 47 53 233
leaf_count=79 47 1991 58 73 64 46 60 111 122 47 402 52 88 77 74 47 53 233
internal_value=0 -2.24922e-05 -0.000809606 -0.00159904 1.7683e-05 -0.000228876 -9.55052e-05 -0.000571188 -0.000198809 0.000163624 1.21003e-06 9.83281e-05 -0.000500338 0.000152028 0.000316923 0.000104652 0.00108039 6.04112e-05
internal_weight=0 3645 178 131 3467 852 788 279 233 509 449 2615 214 2401 126 2324 100 2224
internal_count=3724 3645 178 131 3467 852 788 279 233 509 449 2615 214 2401 126 2324 100 2224
is_linear=0
shrinkage=0.0995203


Tree=4462
num_leaves=18
num_cat=0
split_feature=20 0 27 6 0 21 18 6 20 9 27 2 5 18 9 0 18
split_gain=0.0198976 0.0051892 0.0100222 0.0149695 0.00812515 0.00787549 0.019086 0.0176571 0.0228041 0.0165578 0.00706132 0.00855603 0.00558442 0.0150479 0.00844777 0.00803956 0.00612897
threshold=-0.41270499999999993 -0.113275 0.092320000000000027 -0.40707999999999994 -0.10806499999999999 0.087235000000000021 -0.07657499999999999 -0.095814999999999997 -0.0070099999999999997 0.08073000000000001 0.10530500000000002 -0.021165 0.51100000000000012 -0.25748499999999996 0.098720000000000016 -0.065939999999999985 -0.14624999999999996
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 6 -5 8 -7 -8 12 -12 13 -6 15 -14 -15
right_child=1 4 -4 5 10 7 9 -9 -10 -11 11 -13 14 16 -16 -17 -18
leaf_value=0.0020688213214349635 -0.0021087873718277994 0.0011749379464442193 0.0010735323599769051 -0.0012608961496227791 0.0018463193400353746 0.0011724723432584158 0.0012603382738144817 -0.0019393510199606757 -0.001257409388136903 -0.00071361125411414776 0.0001077758709687255 -0.0017467222493866628 -0.0011248355068081213 -0.00078146881198828694 -0.0014506939888444075 0.00045000780396373032 7.6784985126302692e-05
leaf_weight=46 47 61 49 72 47 75 133 74 78 61 48 49 47 85 60 101 2591
leaf_count=46 47 61 49 72 47 75 133 74 78 61 48 49 47 85 60 101 2591
internal_value=0 -1.37997e-05 -0.000284674 -0.000409435 3.75846e-05 -0.000245767 0.000119071 -0.000676892 -6.09404e-05 0.000635444 1.44019e-05 -0.000820593 4.2315e-05 8.05369e-05 -0.000454126 -4.45803e-05 4.92176e-05
internal_weight=0 3678 589 540 3089 493 266 227 153 194 3028 97 2931 2723 208 148 2676
internal_count=3724 3678 589 540 3089 493 266 227 153 194 3028 97 2931 2723 208 148 2676
is_linear=0
shrinkage=0.0995203


Tree=4463
num_leaves=11
num_cat=0
split_feature=6 27 30 8 2 6 6 2 2 2
split_gain=0.0172966 0.00505372 0.00694099 0.00737356 0.0123914 0.0140277 0.011389 0.0080971 0.0103795 0.00535574
threshold=0.23153500000000005 -0.032854999999999995 0.10484500000000002 -0.51030999999999993 0.12875500000000004 -1.0000000180025095e-35 -0.090715000000000004 0.11241000000000002 0.092170000000000016 -0.00070500000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 -6 8 -5 -4
right_child=-2 2 9 4 5 -7 -8 -9 -10 -11
leaf_value=0.00074152206198970449 0.0017010870698223345 0.0012001093728900892 -0.00012474406996026058 2.8022146974144393e-05 -0.00091546942966733472 -0.0020352624005299082 0.00096626314137604865 0.0010126270406578509 -0.00092323696002507942 -0.0016476328912211674
leaf_weight=85 59 49 48 3041 87 62 50 79 118 46
leaf_count=85 59 49 48 3041 87 62 50 79 118 46
internal_value=0 -1.6473e-05 -3.46988e-05 -1.17055e-05 -2.92201e-05 -0.000791553 -0.00022273 1.73783e-05 -7.25167e-06 -0.000878697
internal_weight=0 3665 3580 3486 3437 199 137 3238 3159 94
internal_count=3724 3665 3580 3486 3437 199 137 3238 3159 94
is_linear=0
shrinkage=0.0995203


Tree=4464
num_leaves=22
num_cat=0
split_feature=27 6 6 27 17 9 26 17 17 17 9 9 8 2 1 2 9 2 1 1 9
split_gain=0.0204879 0.0118003 0.0349515 0.0174052 0.0310091 0.0113727 0.0336025 0.0122955 0.0300111 0.0123961 0.00773598 0.0253517 0.0387324 0.0775409 0.0257181 0.0350782 0.0222855 0.0170086 0.0136037 0.0135291 0.00769259
threshold=0.11410500000000003 -0.087954999999999992 -0.089284999999999989 0.084940000000000029 -0.036600000000000001 0.11351500000000002 0.12236500000000003 -0.038314999999999995 -0.078119999999999995 -0.0014149999999999998 0.084595000000000017 0.083715000000000026 -0.086304999999999993 -0.086414999999999992 -0.082489999999999994 -0.086169999999999983 0.084985000000000019 -0.047824999999999999 -0.084204999999999988 -0.50388999999999995 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
left_child=1 2 5 10 -5 6 7 8 -1 -9 11 14 -13 -14 15 -3 18 -16 -12 -18 -21
right_child=-2 3 -4 4 -6 -7 -8 9 -10 -11 16 12 13 -15 17 -17 19 -19 -20 20 -22
leaf_value=0.00010469639840757977 -0.0017410786971916578 -0.0023087833577508528 0.002893225489349718 -0.0029571527704458081 0.00049692085212543421 -0.0011141875268683254 0.0027630209568907061 -0.0012981858770488822 0.0028432297791632991 3.9137904391131986e-05 -0.00049614464988979835 -0.00061771980722054429 0.00036617530601717221 0.0053706419477831278 0.0019408515520535964 -2.7934052832781373e-05 0.0015452315788601124 0.00011020478598777963 -0.0028796882952235102 0.00057526846203496864 -0.00019714269221161675
leaf_weight=181 68 98 49 56 47 64 50 80 51 477 51 78 86 48 68 212 49 197 46 139 1518
leaf_count=181 68 98 49 56 47 64 50 80 51 477 51 78 86 48 68 212 49 197 46 139 1518
internal_value=0 2.20146e-06 0.00030359 -0.000104038 -0.00137307 0.00016216 0.000260497 0.000100871 0.000710231 -0.000151468 -5.32544e-05 0.000206614 0.00113726 0.00216493 -0.000135089 -0.000751618 -0.00016714 0.000583045 -0.00163493 -8.32043e-05 -0.000131854
internal_weight=0 3645 952 2693 103 903 839 789 232 557 2590 787 212 134 575 310 1803 265 97 1706 1657
internal_count=3713 3645 952 2693 103 903 839 789 232 557 2590 787 212 134 575 310 1803 265 97 1706 1657
is_linear=0
shrinkage=0.0995203


Tree=4465
num_leaves=17
num_cat=0
split_feature=10 17 17 27 17 6 6 10 8 26 26 29 3 5 5 0
split_gain=0.025961 0.0111616 0.0763779 0.0203066 0.0194034 0.01494 0.0167222 0.0124258 0.0146159 0.00826242 0.00731874 0.0176693 0.0205281 0.0097104 0.00932538 0.00592036
threshold=0.093790000000000026 -0.012064999999999999 -0.0094900000000000002 0.08988500000000002 -0.015100000000000001 -0.093749999999999986 -0.10032499999999998 0.085705000000000017 -0.082244999999999999 0.40795000000000009 -0.019129999999999998 -0.08294 0.10669500000000003 0.060575000000000011 0.012305000000000002 -0.092724999999999988
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 6 15 8 -7 10 11 -4 -13 14 -12 -1
right_child=-2 2 9 -5 -6 7 -8 -9 -10 -11 13 12 -14 -15 -16 -17
leaf_value=-0.00035618632923909696 -0.0019979832444848413 0.0035024520883514365 -0.0010550800919555158 -0.0017638694679552173 -0.0021157036403178751 0.00021607214610924229 0.0021274860416324371 0.0012598247554323598 -0.00045680069495480029 0.0013728109703464654 -6.9404071059915983e-05 0.0016783218043873245 -0.00025453126866861487 -0.001275340361422956 0.0011245393959977311 0.0010456848848685724
leaf_weight=84 65 66 58 76 46 499 62 59 884 46 1367 133 91 63 68 46
leaf_count=84 65 66 58 76 46 499 62 59 884 46 1367 133 91 63 68 46
internal_value=0 8.40099e-06 0.000176321 -0.000172058 -9.95602e-05 -4.23012e-05 0.000781698 -0.000152583 -0.00021343 5.5651e-05 2.11521e-05 0.000486605 0.000889446 -6.59233e-05 -1.22565e-05 0.000133563
internal_weight=0 3648 1892 1756 1680 1634 192 1442 1383 1826 1780 282 224 1498 1435 130
internal_count=3713 3648 1892 1756 1680 1634 192 1442 1383 1826 1780 282 224 1498 1435 130
is_linear=0
shrinkage=0.0995203


Tree=4466
num_leaves=17
num_cat=0
split_feature=10 23 28 0 0 21 9 9 9 1 9 2 21 5 2 17
split_gain=0.0210508 0.0101926 0.00946782 0.0110461 0.0229893 0.0309372 0.0403857 0.0115473 0.020761 0.0417388 0.0157281 0.0108504 0.00989396 0.00765063 0.00750851 0.00621469
threshold=0.093790000000000026 -0.022119999999999997 0.083225000000000021 -0.085794999999999996 -0.089164999999999994 0.091545000000000029 0.083835000000000021 0.094085000000000016 0.095950000000000021 -0.077084999999999987 0.093425000000000022 -0.087129999999999999 0.13209000000000004 0.054660000000000007 0.0049750000000000011 -0.05543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 12 6 -6 10 9 -9 11 -5 15 -10 -1 -3
right_child=-2 2 -4 7 5 -7 -8 8 13 -11 -12 -13 -14 -15 -16 -17
leaf_value=4.5877136357803854e-05 -0.0017991436089005361 0.00029748957139335419 -0.0013278623758045983 -0.00076825102464972883 0.0030105999855185939 0.0033260967699384231 6.0963601080363715e-07 0.0037369574723078725 0.00029823772122830914 -6.742416090494462e-06 -0.0020238886845984042 -9.1458003010475296e-05 0.0013851065634792089 -0.00047519752186560689 0.0017949812115314484 -0.00023367917149520536
leaf_weight=46 65 309 54 302 54 46 245 46 258 81 51 1069 48 248 54 737
leaf_count=46 65 309 54 302 54 46 245 46 258 81 51 1069 48 248 54 737
internal_value=0 7.5426e-06 -2.0159e-05 0 0.000211512 0.000919883 0.000546958 -0.000148022 0.00020479 0.0013428 -0.000305651 -0.000241137 -1.11287e-05 -7.92194e-05 0.00099858 -7.59834e-05
internal_weight=0 3648 3548 3494 1439 345 299 2055 633 127 1422 1371 1094 506 100 1046
internal_count=3713 3648 3548 3494 1439 345 299 2055 633 127 1422 1371 1094 506 100 1046
is_linear=0
shrinkage=0.0995203


Tree=4467
num_leaves=31
num_cat=0
split_feature=20 3 0 17 1 6 6 26 0 5 3 0 3 21 2 26 3 6 0 1 2 3 4 0 5 6 8 5 2 5
split_gain=0.0171308 0.0102001 0.0178643 0.0171063 0.0346883 0.0219504 0.0622155 0.0197248 0.0183132 0.0160015 0.0164014 0.0210219 0.0155778 0.0638409 0.0306604 0.0149753 0.014194 0.013297 0.013046 0.0311971 0.0285983 0.0147661 0.0247561 0.0140764 0.0136799 0.0102889 0.0227046 0.0220325 0.00924231 0.00365522
threshold=0.24030500000000005 0.091065000000000021 -0.072274999999999992 -0.089699999999999988 -0.0057250000000000001 0.091495000000000007 0.090195000000000011 0.087260000000000018 -0.225295 0.0035750000000000005 0.08511500000000001 -0.083814999999999987 0.092835000000000015 0.088795000000000027 -0.080874999999999989 0.088545000000000026 0.093535000000000021 0.086520000000000027 -0.064494999999999983 -0.050379999999999994 -0.075899999999999995 0.11089500000000001 0.10198500000000002 0.12346000000000003 0.25155500000000008 0.11690000000000002 -0.076924999999999993 0.0053250000000000016 -0.082704999999999987 -0.010764999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 9 6 8 -7 -5 17 -11 -12 13 14 -3 -10 -14 29 19 -4 -21 22 24 28 -20 27 -27 -18 -23 -1
right_child=-2 2 18 5 -6 7 -8 -9 15 10 11 -13 16 -15 -16 -17 25 -19 21 20 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00038324777576998842 -0.0015636256197519877 0.0015353765459789192 -0.0023129552667015001 0.0018525796444287391 -0.0030582141167635065 -0.00019026060220126537 -0.0031995891435140141 0.002495947282423798 -0.0002353056842811867 0.0003733798391743483 0.00041665588980935195 -0.0019724960731885835 -0.0012493808194998911 0.0043807321368956242 -0.0014506101162670274 0.00065369505054029919 0.00024078114405896126 0.0017656930956136247 0.00084272052612180035 -0.0010821590391116292 0.0019298332202364614 0.0011119628848901386 0.0026934799848646078 -0.0019027380913074715 -0.0011673555806354095 -0.0021037026999093191 0.00083322132807760673 0.0016582470564589613 -0.00031245235958135358 -0.00086462943418502984
leaf_weight=46 70 74 87 54 54 46 61 64 801 78 49 137 58 48 63 245 649 51 91 78 52 54 49 48 53 50 54 131 272 46
leaf_count=46 70 74 87 54 54 46 61 64 801 78 49 137 58 48 63 245 649 51 91 78 52 54 49 48 53 50 54 131 272 46
internal_value=0 7.96223e-06 0.000166713 -0.000166722 -0.000686099 2.10148e-05 -0.000105634 0.00136518 6.51953e-05 -0.00036936 -0.000829754 -0.00133869 0.000420732 0.00125678 0.000156283 -2.62963e-05 0.000255671 0.000474873 -0.000197396 -0.000853844 0.000116341 5.23936e-05 0.000760613 -0.000310889 9.72158e-05 0.000355345 -0.00057089 0.000479892 -7.3995e-05 -0.000231793
internal_weight=0 3643 1911 1732 461 1271 1161 110 1100 407 264 186 1127 185 137 1046 942 143 784 217 130 567 193 374 144 884 104 780 326 92
internal_count=3713 3643 1911 1732 461 1271 1161 110 1100 407 264 186 1127 185 137 1046 942 143 784 217 130 567 193 374 144 884 104 780 326 92
is_linear=0
shrinkage=0.0995203


Tree=4468
num_leaves=22
num_cat=0
split_feature=21 0 1 3 3 1 18 26 1 1 26 3 3 3 0 3 2 0 2 20 21
split_gain=0.0159922 0.0143 0.0165946 0.0319016 0.0256463 0.0382934 0.0175276 0.0121429 0.012076 0.0112853 0.0105172 0.00955543 0.0183306 0.0157042 0.0138989 0.0210612 0.018249 0.00952618 0.0230679 0.0126 0.00508106
threshold=-0.10223999999999998 -0.082284999999999983 -0.048734999999999994 0.092395000000000019 0.088805000000000023 -0.078954999999999984 -0.022504999999999997 -0.23202999999999999 -0.029404999999999997 -0.016029999999999999 -0.14678499999999997 0.091225000000000014 0.092200000000000018 0.09304500000000003 -0.080674999999999983 0.086775000000000033 -0.085944999999999994 -0.085684999999999997 -0.086414999999999992 -0.011659999999999998 0.085330000000000031
decision_type=2 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 6 -2 -3 -4 20 -9 14 -13 -14 15 -12 -16 19 -19 -11 -10
right_child=1 7 8 -5 -6 -7 -8 10 9 17 11 12 13 -15 16 -17 -18 18 -20 -21 -22
leaf_value=0.0013947191616545231 -0.0017198189701227735 -0.0013375891364125661 0.0015434144374545961 -0.0030428641176900445 0.0015816644733347219 -0.0031234214088540694 -6.1570234399004514e-05 0.0016158934476239587 -0.0017227887333370472 -0.00038345637239630651 -6.6424880536375882e-05 -0.0017679103863327426 0.0018903494269976347 2.7583791851520898e-05 -0.00090552413451805002 0.002299436843983327 0.00062923565953859248 -0.00067795339899670549 0.0018157044881637987 0.00031942750695963232 -0.0002809365644687715
leaf_weight=81 76 50 48 50 57 55 380 53 55 597 62 54 47 994 105 91 283 63 87 437 46
leaf_count=81 76 50 48 50 57 55 380 53 55 597 62 54 47 994 105 91 283 63 87 437 46
internal_value=0 -1.88356e-05 -0.000204001 -0.000630286 -0.00041647 -0.000640956 -0.00033974 0.000188433 -5.75465e-06 -6.42596e-05 0.000234093 0.000188827 1.89932e-05 0.000112472 0.000531064 0.00133537 0.000211791 2.12019e-05 0.000762911 -8.56045e-05 -0.00107421
internal_weight=0 3690 1951 618 568 511 456 1739 1333 1285 1689 1636 1095 1041 541 153 388 1184 150 1034 101
internal_count=3771 3690 1951 618 568 511 456 1739 1333 1285 1689 1636 1095 1041 541 153 388 1184 150 1034 101
is_linear=0
shrinkage=0.0995203


Tree=4469
num_leaves=23
num_cat=0
split_feature=6 0 1 3 17 26 18 0 0 26 1 27 8 1 8 0 5 0 5 4 4 4
split_gain=0.0152066 0.0110518 0.0156346 0.0365148 0.0246752 0.0340781 0.0789343 0.0190993 0.0467999 0.0127059 0.0123032 0.0120566 0.010045 0.00883486 0.0127333 0.00827277 0.0228611 0.0120266 0.00754581 0.00913254 0.0184911 0.0140271
threshold=0.23153500000000005 -0.082284999999999983 -0.048734999999999994 0.092395000000000019 -0.0062099999999999994 0.087170000000000011 0.088735000000000022 -0.087184999999999999 -0.085794999999999996 -0.23202999999999999 -0.031409999999999993 0.10153000000000002 -0.088874999999999996 -0.01504 -0.086064999999999989 -0.085754999999999984 -0.017704999999999995 -0.088174999999999989 0.62931500000000018 0.094025000000000011 0.084900000000000017 0.10300500000000003
decision_type=2 2 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 12 -9 -3 -4 18 -1 14 -12 17 -17 -15 19 20 -11 -21
right_child=-2 9 10 -5 5 6 -8 8 -10 11 13 -13 -14 15 -16 16 -18 -19 -20 21 -22 -23
leaf_value=-0.00072008369598734463 0.0015559742022276349 -0.0013327864768009773 0.0016111195420781869 -0.003292674340939238 -0.0011025539371544108 0.0033057497289910504 -0.00140214004320364 -0.0040923948571586688 -0.00060358651380712459 0.00015444828372824886 -0.0019735476673428966 0.0015799147608300591 0.0010013972934659211 4.0103975366046399e-05 8.7105681540900756e-05 0.0020278049891852968 -0.00041207937523497854 -0.0011567386839466682 0.0011681399677710236 -0.0018215916566557823 0.0020073604882436154 -5.4571979046235322e-05
leaf_weight=86 62 54 46 46 91 85 60 53 138 1177 55 62 55 955 63 71 81 91 71 54 56 259
leaf_count=86 62 54 46 46 91 85 60 53 138 1177 55 62 55 955 63 71 81 91 71 54 56 259
internal_value=0 -1.55003e-05 -0.000176584 -0.00059354 -0.000373507 0.000402079 0.00135201 -0.000927292 -0.00157597 0.000167698 1.07826e-05 0.000216444 -4.2778e-05 -4.45343e-05 -0.000866431 3.57372e-05 0.000722218 -6.32365e-05 0.000163658 0.000116998 0.000239267 -0.000362041
internal_weight=0 3709 1976 614 568 236 145 332 191 1733 1362 1679 141 1316 118 1198 152 1046 1617 1546 1233 313
internal_count=3771 3709 1976 614 568 236 145 332 191 1733 1362 1679 141 1316 118 1198 152 1046 1617 1546 1233 313
is_linear=0
shrinkage=0.0995203


Tree=4470
num_leaves=21
num_cat=0
split_feature=6 0 6 6 18 18 0 6 1 9 9 11 21 18 0 0 19 5 18 21
split_gain=0.012331 0.00896652 0.0128275 0.0321712 0.0259879 0.054682 0.0336924 0.014888 0.0101599 0.00951239 0.010667 0.00821168 0.00953965 0.00841342 0.030201 0.00864078 0.00867882 0.0121943 0.00911541 0.00842048
threshold=0.23153500000000005 -0.082284999999999983 0.087075000000000027 0.087765000000000024 -0.077844999999999998 -0.01205 -0.084269999999999998 0.085570000000000021 -0.092954999999999996 0.11408000000000003 0.10263500000000002 -0.08577499999999999 0.085855000000000029 0.11715500000000002 -0.070134999999999989 -0.08176499999999999 0.078135000000000024 0.063170000000000018 0.089505000000000015 0.095695000000000016
decision_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 -6 -7 8 -1 10 -10 12 -3 15 -15 -13 18 -18 -17 -16
right_child=-2 11 3 4 5 6 -8 -9 9 -11 -12 13 -14 14 19 16 17 -19 -20 -21
leaf_value=-0.0014419839833634688 0.0014011232202948266 -0.0017354516134965926 -0.0028676259227688366 -0.002517525597459767 0.0023660940986033143 -0.00011462603367743025 -0.003009352256465168 0.0012308558281458755 -4.9640855931951068e-05 0.0011543376078879952 -0.0015181983019939853 0.0013369263355222953 0.00025695645115804275 -0.0018985100975554205 0.0013650244882256746 5.3332208326542984e-05 0.0001088567757749847 0.0022485162746037658 0.0008628023732888101 -0.00031502989770064503
leaf_weight=54 62 48 56 46 75 199 50 88 1295 62 51 74 46 80 65 1101 59 49 158 53
leaf_count=54 62 48 56 46 75 199 50 88 1295 62 51 74 46 80 65 1101 59 49 158 53
internal_value=0 -1.39796e-05 -0.000159092 -0.000642845 -0.000303908 7.84437e-06 -0.000699184 -2.56103e-05 -0.000101799 -4.98183e-05 -0.000105893 0.000151008 -0.000751735 0.000203282 -0.000403287 0.000287195 0.000229771 0.00108721 0.000155568 0.000603486
internal_weight=0 3709 1976 426 370 324 249 1550 1462 1408 1346 1733 94 1639 198 1441 1367 108 1259 118
internal_count=3771 3709 1976 426 370 324 249 1550 1462 1408 1346 1733 94 1639 198 1441 1367 108 1259 118
is_linear=0
shrinkage=0.0995203


Tree=4471
num_leaves=29
num_cat=0
split_feature=2 2 26 2 10 3 18 18 1 0 1 18 2 17 8 8 2 8 8 2 8 21 0 5 0 21 18 27
split_gain=0.0117622 0.0434812 0.0104047 0.0124923 0.0099358 0.0204178 0.0107758 0.0176506 0.00879059 0.00872157 0.0140244 0.0213167 0.0384234 0.0377111 0.0310928 0.0581866 0.0131445 0.0108482 0.00911848 0.014665 0.0136991 0.00811337 0.00728557 0.0247 0.010932 0.0134558 0.00700492 0.00688163
threshold=-0.095204999999999998 -0.097424999999999998 -0.15514999999999998 -0.043929999999999997 0.09056500000000002 0.11089500000000001 -0.025879999999999997 -0.090254999999999988 -0.15528499999999998 -0.082284999999999983 -0.01504 -0.022504999999999997 -0.070354999999999987 -0.015100000000000001 -0.083804999999999991 -0.085089999999999985 -0.086414999999999992 0.0017700000000000003 -0.052214999999999998 -0.077544999999999989 -0.062834999999999988 0.083545000000000022 -0.085754999999999984 -0.017704999999999995 -0.088174999999999989 0.089665000000000022 -0.092414999999999983 0.076710000000000014
decision_type=2 2 2 2 2 2 2 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 7 8 -1 10 11 12 13 -4 15 -13 26 18 20 -20 -18 27 24 -24 25 -12 -11 -8
right_child=2 -3 9 -5 -6 -7 21 -9 -10 16 22 14 -14 -15 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=-0.0008875851673304984 -0.0022210932582129549 0.0029609922825368819 -0.00087567200063703727 4.4871605628397873e-05 0.0011893397730802177 -0.0016142856146936788 -0.0003784613543636772 0.0024677361598311595 0.00087063349094400235 0.0003898282963884143 0.00041887558384722028 -0.00031345090352349127 0.0002770132375216182 -0.0048260734575519861 -0.0020206710268322044 0.0032807492837231052 8.4842008373859371e-05 -0.0010372940404614669 0.0022351806148356705 0.0003089542281319001 -0.0016764454453725461 -0.0012687226773451653 0.0021942739106175697 -0.00044593433353203309 -0.0011198179284376464 -0.00037222812274559586 0.0021343020510117012 0.0010839745195683028
leaf_weight=46 48 60 50 47 74 70 87 47 72 46 451 355 68 47 79 51 889 82 48 221 46 56 62 80 88 403 48 50
leaf_count=46 48 60 50 47 74 70 87 47 72 46 451 355 68 47 79 51 889 82 48 221 46 56 62 80 88 403 48 50
internal_value=0 0.000428355 -6.51666e-05 -0.00109142 0.000124018 -5.82607e-05 0.000243704 0.000835396 0.000178289 -3.35954e-05 -0.000182392 -0.000547971 -0.00152589 -0.00279822 -0.000213587 0.000136021 0.000152778 6.90649e-05 0.000145095 0.000655711 -9.34112e-07 -0.000257906 3.60646e-05 0.000701068 -6.33111e-05 4.45976e-05 0.00128933 0.000149299
internal_weight=0 562 3209 95 502 428 358 165 118 3114 1734 650 165 97 485 406 1380 1286 1204 269 935 193 1084 142 942 854 94 137
internal_count=3771 562 3209 95 502 428 358 165 118 3114 1734 650 165 97 485 406 1380 1286 1204 269 935 193 1084 142 942 854 94 137
is_linear=0
shrinkage=0.0995203


Tree=4472
num_leaves=11
num_cat=0
split_feature=20 17 0 10 10 0 0 19 18 8
split_gain=0.0432243 0.0101333 0.0316337 0.00857573 0.0103091 0.0138886 0.00742774 0.00718944 0.00669709 0.00419592
threshold=-0.41270499999999993 0.51326500000000019 -0.077784999999999993 0.09056500000000002 0.084475000000000022 0.12084000000000002 0.12084000000000002 -0.10153999999999999 -0.090899999999999995 -0.081534999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 4 6 -6 7 -2 -9 -3
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11
leaf_value=-0.0030738620952603895 -0.0011394942961067433 -0.00042692147253591982 -0.0027905913718767029 0.0010295560225566391 0.0001583512910675576 -0.0022337457337006377 0.00092169727592989045 0.00033784967569750477 -3.7655070412198612e-05 0.00087027802986592217
leaf_weight=46 53 47 52 83 48 47 91 572 2638 51
leaf_count=46 53 47 52 83 48 47 91 572 2638 51
internal_value=0 -3.94032e-06 -0.00080528 2.98599e-05 5.56488e-06 -0.00101649 3.47581e-05 9.77182e-06 2.90023e-05 0.000239799
internal_weight=0 3682 150 3532 3449 95 3354 3263 3210 98
internal_count=3728 3682 150 3532 3449 95 3354 3263 3210 98
is_linear=0
shrinkage=0.0995203


Tree=4473
num_leaves=30
num_cat=0
split_feature=6 9 9 17 17 17 6 2 3 8 2 26 26 3 6 3 3 2 26 0 10 2 8 2 2 2 8 2 8
split_gain=0.0371137 0.0118983 0.0179587 0.0126974 0.0336518 0.0283667 0.0252904 0.0166278 0.0362796 0.0498934 0.0139638 0.0123237 0.0342975 0.0307122 0.0121472 0.0117676 0.0584997 0.0144337 0.031175 0.0192273 0.00634395 0.00773312 0.0122573 0.0169288 0.0131751 0.0128747 0.0108259 0.0162226 0.0105587
threshold=0.23663500000000004 0.096225000000000019 0.08735500000000003 -0.000475 -0.0088649999999999996 -0.0065549999999999992 0.084985000000000019 -0.081344999999999987 0.087625000000000022 -0.085165000000000005 0.42136500000000005 0.087435000000000027 0.085790000000000019 0.090360000000000024 -0.045589999999999999 0.11523000000000001 0.10997000000000003 -0.082644999999999982 0.11023000000000002 -0.070134999999999989 0.09056500000000002 -0.057419999999999999 -0.060034999999999998 -0.075899999999999995 -0.097214999999999996 -0.067815 -0.076704999999999995 -0.076524999999999996 -0.054384999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 -7 8 9 -5 14 12 -1 -13 -9 16 17 19 -19 -4 21 22 26 24 -24 -25 -3 -28 -23
right_child=-2 20 15 7 5 6 -8 10 -10 -11 -12 13 -14 -15 -16 -17 -18 18 -20 -21 -22 28 23 25 -26 -27 27 -29 -30
leaf_value=1.3836804593108242e-05 -0.0027041184348987474 -0.00047469291368718752 0.00057136471813061768 0.0013164134808076571 0.0036220378328900237 -0.00068164152061110086 0.0023941670676871857 -8.6710362129504987e-05 -0.0026731929017725108 -0.0026201466593228444 -0.001418276219177215 -0.0013472140217869173 0.0019671867706584356 0.0016015818664293199 0.00099323839529213303 0.00097672568039959898 -0.0039194702136864743 -0.00037105107914523551 -0.0026786186852735877 -0.0011607841453074598 0.0013357084933272852 0.0001014995203158526 -0.0005126614235762821 -0.002556038902167641 0.0014200468696931696 -0.00035876036974002924 -0.00030722005030478798 0.0017789884418181741 0.0017804903343158725
leaf_weight=707 51 64 279 95 50 57 49 322 78 48 55 144 102 46 151 57 47 554 65 82 62 80 81 48 61 61 56 105 71
leaf_count=707 51 64 279 95 50 57 49 322 78 48 55 144 102 46 151 57 47 554 65 82 62 80 81 48 61 61 56 105 71
internal_value=0 -6.52327e-07 -8.68405e-05 9.69057e-05 0.000304164 0.00166386 0.000732472 -0.000221606 -0.000946683 0 8.03329e-05 9.10194e-05 0.00026113 -0.000628986 0.000256321 -0.000410338 -0.00048812 -0.000322719 -0.000614687 0.000175645 0.000371934 0.000275326 7.65916e-05 -0.000399584 0.000311822 -0.00133388 0.000611431 0.00104827 0.00089638
internal_weight=0 3677 2988 1904 1155 156 106 749 221 143 528 999 809 190 473 1084 1027 980 619 361 689 627 476 251 142 109 225 161 151
internal_count=3728 3677 2988 1904 1155 156 106 749 221 143 528 999 809 190 473 1084 1027 980 619 361 689 627 476 251 142 109 225 161 151
is_linear=0
shrinkage=0.0995203


Tree=4474
num_leaves=8
num_cat=0
split_feature=21 19 10 5 5 19 18
split_gain=0.0325762 0.0102781 0.0067219 0.0169831 0.00677542 0.0091194 0.0121491
threshold=-0.096850000000000006 0.14061500000000002 0.09056500000000002 0.62404000000000015 0.51390500000000017 -0.016414999999999996 -0.26599999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=-0.0019045657412064647 -0.0013100332331214195 -0.0014658674985657402 0.00093323705179630223 -0.0013789899678688826 0.0009621909544612078 0.0015532067347072112 1.9432581749047928e-05
leaf_weight=90 50 46 80 85 78 52 3247
leaf_count=90 50 46 80 85 78 52 3247
internal_value=0 1.19375e-05 3.10905e-05 1.03074e-05 4.5005e-05 2.33988e-05 4.38566e-05
internal_weight=0 3638 3592 3512 3427 3349 3299
internal_count=3728 3638 3592 3512 3427 3349 3299
is_linear=0
shrinkage=0.0995203


Tree=4475
num_leaves=26
num_cat=0
split_feature=6 9 19 3 3 5 3 2 17 3 3 5 18 18 2 9 3 9 9 3 26 26 3 3 26
split_gain=0.028167 0.00921975 0.0146964 0.0111471 0.0185881 0.055421 0.0150885 0.0415936 0.0784756 0.0172197 0.0292421 0.0108778 0.00954259 0.0389026 0.020454 0.0068482 0.0101662 0.040486 0.0137606 0.0116564 0.0104692 0.0191675 0.0110007 0.00632273 0.00510661
threshold=0.23663500000000004 0.096225000000000019 0.13546500000000003 0.08888500000000002 0.089655000000000026 -0.0096449999999999991 0.087925000000000017 -0.083769999999999997 -0.0073949999999999997 0.087625000000000022 0.087385000000000032 -0.0086449999999999982 0.089505000000000015 0.014860000000000003 -0.082954999999999987 0.09667000000000002 0.11061500000000002 0.10153500000000003 0.10814500000000002 0.10244500000000002 0.096980000000000025 0.11275500000000002 0.092900000000000024 0.11868500000000003 0.10304500000000003
decision_type=2 2 2 2 2 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 -5 9 11 -9 10 -1 -8 13 -6 -14 -3 19 -18 -19 20 22 -22 -17 -20 -21
right_child=-2 15 -4 4 12 -7 7 8 -10 -11 -12 -13 14 -15 -16 16 17 18 23 24 21 -23 -24 -25 -26
leaf_value=-1.4197691793127185e-06 -0.002353469638161769 0.0014426289960931705 -0.0018019420856366893 -0.0036749171517026398 -0.00013013638939989665 0.00053796232540592227 -0.0016169990478144443 0.0048361476173612479 -0.00049724868342308022 -0.001497529799443975 0.0022972210508299395 0.00050383981496539276 -0.0013981213713474118 -0.0029155730617277309 0.00072521339033422376 9.813468369897949e-05 0.0029082607555259155 -0.0012983476384091693 -0.00028565133294579045 -0.0018078484003646821 -0.0019968410839331305 0.00046965549705359563 0.0020555790898182831 0.00097119993196195299 -0.00030751844050532553
leaf_weight=985 51 51 48 57 1131 67 48 57 52 69 58 47 54 52 263 70 63 56 62 47 47 92 49 106 46
leaf_count=985 51 51 48 57 1131 67 48 57 52 69 58 47 54 52 263 70 63 56 62 47 47 92 49 106 46
internal_value=0 1.30034e-06 -7.41495e-05 -4.56622e-05 -0.000220325 -0.001392 0.000169257 0.000956125 0.00228427 2.41669e-05 0.00012562 -0.000559125 -0.00012292 -0.000253265 0.000360927 0.000329693 0.000239445 0.000679203 4.86253e-05 -0.000117797 0.000223908 -0.000358451 0.000911021 0.000502489 -0.00107455
internal_weight=0 3677 2988 2940 1624 124 1316 204 109 1112 1043 95 1500 1183 317 689 638 287 224 351 258 139 119 168 93
internal_count=3728 3677 2988 2940 1624 124 1316 204 109 1112 1043 95 1500 1183 317 689 638 287 224 351 258 139 119 168 93
is_linear=0
shrinkage=0.0995203


Tree=4476
num_leaves=20
num_cat=0
split_feature=20 3 26 3 26 17 8 1 1 3 1 9 18 9 9 17 3 2 1
split_gain=0.0270886 0.00690343 0.0343239 0.0550103 0.0176614 0.0253415 0.0101734 0.00654472 0.0161286 0.031836 0.02749 0.0262593 0.0146907 0.0171426 0.0176139 0.0200824 0.0142106 0.0340573 0.0201656
threshold=-0.41270499999999993 0.085505000000000012 0.089005000000000015 0.085195000000000007 0.087625000000000022 0.11180000000000002 -0.085764999999999994 -0.093734999999999999 -0.083284999999999984 0.08888500000000002 -0.081224999999999992 0.08648500000000002 -0.13579499999999997 0.095950000000000021 0.088825000000000029 -0.16408999999999999 0.086535000000000015 -0.08342999999999999 -0.078729999999999994
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 6 -2 12 9 11 -10 -9 -3 14 15 -14 17 -12 -18
right_child=1 7 -4 -5 -6 -7 -8 8 10 -11 16 -13 13 -15 -16 -17 18 -19 -20
leaf_value=-0.0024610946744254183 -0.00022494670786489597 -0.0010300239782634478 -0.002198663255900886 -0.0032138205771612082 0.0019447215442198948 -0.0021334518457890601 0.00068706584319612354 -0.0014994468852603583 0.0019277040525167897 -0.0023592077439841168 -0.00093433560145796666 0.0013115398851631938 -0.00088874552249336707 -0.00072514147932591165 0.0022514252038612075 0.0011574113394218241 -0.0014561085485707617 0.0026553730113693806 -2.1785808655015846e-05
leaf_weight=47 235 63 86 51 52 49 248 58 73 86 46 76 70 75 77 146 102 60 2045
leaf_count=47 235 63 86 51 52 49 248 58 73 86 46 76 70 75 77 146 102 60 2045
internal_value=0 -5.61083e-05 -0.000332445 -7.84075e-05 0.000194003 2.13409e-05 0.000241638 1.05427e-05 -4.98865e-05 -0.000864467 2.6807e-05 8.87349e-05 0.000369409 0.00061121 0.000956074 0.000490515 -3.44211e-05 0.00108985 -9.03091e-05
internal_weight=0 3698 721 635 584 532 483 2977 2546 220 2326 134 431 368 293 216 2253 106 2147
internal_count=3745 3698 721 635 584 532 483 2977 2546 220 2326 134 431 368 293 216 2253 106 2147
is_linear=0
shrinkage=0.0995203


Tree=4477
num_leaves=24
num_cat=0
split_feature=20 8 8 17 26 21 26 26 17 17 21 3 20 17 8 19 20 0 8 19 17 6 30
split_gain=0.0219621 0.0063541 0.0179384 0.0694317 0.0122565 0.00913661 0.010857 0.0165404 0.0137991 0.0292499 0.0439492 0.0245217 0.0147643 0.00956553 0.00768772 0.00626896 0.0109638 0.0205921 0.00953643 0.00937569 0.00839739 0.00625897 0.00264173
threshold=-0.41270499999999993 -0.046889999999999994 -0.062834999999999988 -0.040589999999999994 0.12598500000000004 -0.091104999999999992 -0.025024999999999999 -0.070694999999999994 -0.093784999999999993 -0.038314999999999995 0.087625000000000022 0.091065000000000021 -0.077394999999999992 -0.45791500000000002 -0.0061900000000000002 0.10583000000000002 -0.014534999999999999 -0.085794999999999996 -0.08237499999999999 0.096235000000000029 0.51362000000000008 -0.095814999999999997 0.085055000000000019
decision_type=2 2 2 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 15 -3 7 14 11 10 -10 -8 -11 -13 22 19 18 -18 -17 20 -2 -16 -7
right_child=1 5 3 -5 -6 6 8 -9 9 12 -12 13 -14 -15 21 16 17 -19 -20 -21 -22 -23 -24
leaf_value=-0.0022161657861039662 -0.00016015492194956359 -0.0011551858601867788 -0.0042784521861509292 0.00051322616680536497 0.0014795698450562587 -0.0012390809508964176 -0.0016782577459638595 -0.0017912964648929646 0.0042121413707199079 -0.0011141006395437986 0.00012129874658698724 -7.3307723294034012e-06 0.00062998821301166945 0.0015497209178867443 -0.00061874564125398749 -0.0013849178075339939 0.0025859195208297976 -0.00016881065904713642 0.00063503506682767213 -0.0015660595416215368 0.0010952916649895875 0.00060314506145478291 -0.00017214786829079792
leaf_weight=47 2082 51 48 79 49 47 73 56 54 58 51 121 275 57 52 46 50 57 46 46 54 197 49
leaf_count=47 2082 51 48 79 49 47 73 56 54 58 51 121 275 57 52 46 50 57 46 46 54 197 49
internal_value=0 -5.06125e-05 -0.000137919 -0.00129136 -7.72999e-05 0.000144326 0.00020588 -0.000204432 0.000445871 0.00078331 0.00223296 -0.000139704 0.000323755 0.000486677 5.07733e-05 -0.000109683 0.000423923 0.0011108 -0.000366043 -0.000158724 -0.000128033 0.000344683 -0.000703028
internal_weight=0 3698 2557 127 2430 1141 1090 401 689 438 105 251 333 178 345 2381 199 107 92 2182 2136 249 96
internal_count=3745 3698 2557 127 2430 1141 1090 401 689 438 105 251 333 178 345 2381 199 107 92 2182 2136 249 96
is_linear=0
shrinkage=0.0995203


Tree=4478
num_leaves=22
num_cat=0
split_feature=20 8 8 0 21 21 21 20 21 1 21 5 1 5 5 5 21 9 5 18 5
split_gain=0.017929 0.00527529 0.0145614 0.0333055 0.00904191 0.00895986 0.016455 0.0183523 0.0245598 0.0240379 0.0144043 0.00881766 0.00682748 0.0202253 0.0149672 0.00572478 0.0162656 0.0163985 0.00827462 0.0151189 0.00978466
threshold=-0.40431 -0.046889999999999994 -0.062834999999999988 -0.068604999999999985 -0.091104999999999992 0.091085000000000013 0.094920000000000018 -0.077394999999999992 0.10470500000000002 0.04735000000000001 0.086690000000000017 0.5134350000000002 -0.0032650000000000001 -0.029944999999999996 -0.43873000000000001 0.25642500000000007 0.089350000000000027 0.093825000000000033 0.0047850000000000011 -0.092864999999999989 -0.06971999999999999
decision_type=2 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 -3 10 -7 9 -9 -8 12 15 13 -6 -14 18 -17 -18 20 -20 -2
right_child=1 4 3 -5 5 6 7 8 -10 -11 -12 -13 14 -15 -16 16 17 -19 19 -21 -22
leaf_value=-0.0018542621668727755 9.9651805238875685e-05 -0.0011853473349877817 0.00037625567081223598 -0.0028401762820654481 0.0021684998716054319 -0.001781426812079884 0.00052280642022963213 0.0024903098890054812 1.7179969278257408e-05 -0.0023975048600818481 0.0016167827047339238 0.0012659873153490673 0.00054104409195338714 0.0001800459705709508 -0.0011210169205828507 -0.0019035493933256555 0.0012845633065431896 -0.0012601996927355465 0.0020633124025801947 0.00013352911590277874 -0.00035943404685339269
leaf_weight=55 876 49 66 61 60 55 54 52 172 57 86 48 118 334 98 64 55 46 46 330 963
leaf_count=55 876 49 66 61 60 55 54 52 172 57 86 48 118 334 98 64 55 46 46 330 963
internal_value=0 -4.34988e-05 -0.000122976 -0.0011622 0.000134691 0.000195004 -0.000185427 7.41597e-05 0.000594954 -0.000969438 0.000409353 -6.82805e-05 0.000237783 0.000484934 -0.000209249 -9.55341e-05 -0.000661487 0.000117457 -5.30054e-05 0.000371797 -0.000140305
internal_weight=0 3690 2555 127 1135 1086 390 335 224 111 696 2428 610 394 216 2380 165 101 2215 376 1839
internal_count=3745 3690 2555 127 1135 1086 390 335 224 111 696 2428 610 394 216 2380 165 101 2215 376 1839
is_linear=0
shrinkage=0.0995203


Tree=4479
num_leaves=11
num_cat=0
split_feature=6 8 6 20 11 4 4 0 26 0
split_gain=0.016527 0.00541227 0.0113736 0.00930302 0.00534894 0.00879571 0.00997102 0.00722279 0.0199632 0.0142908
threshold=0.23663500000000004 0.10228000000000002 -0.099455000000000002 -0.076005000000000003 -0.122405 0.14699000000000004 0.13744000000000003 -0.068604999999999985 -0.086635000000000004 -0.071799999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 7 9 -9 -6
right_child=-2 2 3 -5 5 -7 -8 8 -10 -11
leaf_value=0.00068382468718186401 -0.0018253986147216766 -0.00066396144476355966 -3.1882103217023698e-05 0.0015627358443787594 -7.126438566932837e-05 -0.0014413813318150709 0.0012347328853339367 -0.0022857061746023072 -0.00022745208509691801 0.001031267268050719
leaf_weight=91 52 63 59 90 2541 47 57 51 572 122
leaf_count=91 52 63 59 90 2541 47 57 51 572 122
internal_value=0 -3.817e-05 0.000449521 0.000925816 -6.81066e-05 -8.85326e-05 -6.92677e-05 -9.21365e-05 -0.000397259 -2.04467e-05
internal_weight=0 3693 212 149 3481 3390 3343 3286 623 2663
internal_count=3745 3693 212 149 3481 3390 3343 3286 623 2663
is_linear=0
shrinkage=0.0995203


Tree=4480
num_leaves=25
num_cat=0
split_feature=8 8 18 3 9 26 18 20 20 26 3 17 6 8 8 8 20 26 20 20 29 18 18 20
split_gain=0.00947922 0.025236 0.0128842 0.0114906 0.0195096 0.00915087 0.0310547 0.0167419 0.0633693 0.0272365 0.0190803 0.0152612 0.0142571 0.0137184 0.0238978 0.0133406 0.0209201 0.00785847 0.00774668 0.00741278 0.00881998 0.0084124 0.0180166 0.0122109
threshold=-0.077889999999999987 -0.077074999999999991 0.22074500000000005 0.13730000000000006 0.11351500000000002 0.083970000000000031 -0.093649999999999997 -0.082220000000000001 -0.084084999999999993 0.090095000000000022 0.092900000000000024 -0.085229999999999986 -0.0087049999999999992 -0.096609999999999988 -0.092299999999999993 -0.086304999999999993 -0.084474999999999995 0.095385000000000011 -0.054979999999999994 -0.15190499999999998 1.0000000180025095e-35 0.022040000000000008 0.089505000000000015 -0.080214999999999995
decision_type=2 2 2 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 19 -5 6 -1 8 12 13 11 -11 -7 -9 -15 16 -8 -12 -18 -3 21 23 -23 -21
right_child=1 3 -4 4 -6 7 15 9 -10 10 17 -13 -14 14 -16 -17 18 -19 -20 20 -22 22 -24 -25
leaf_value=0.0030456111757665829 -0.0021540574009686936 0.00090277521125619491 -0.0012235656650663475 0.0017904802254147681 -0.00056429143448438583 -0.00092834281816209251 -0.0011605599826765389 -0.0018271508950268316 0.0040762971360784857 -0.00014638160734412278 -0.00090688079708748607 0.0017382493896843521 0.0012450286414030472 0.001723733802495234 -0.00036360485726773657 0.001626282172922067 0.0015957505241943764 0.00040785555566095821 0.00032730917135919026 -0.00058128994617934584 -0.0013785774522608138 -0.0015489831118479635 -6.0621041278321996e-05 0.00027639757083059726
leaf_weight=49 55 74 56 88 57 79 89 55 50 55 68 177 48 59 674 76 59 133 265 209 53 108 322 766
leaf_count=49 55 74 56 88 57 79 89 55 50 55 68 177 48 59 674 76 59 133 265 209 53 108 322 766
internal_value=0 -5.6323e-05 0.000261696 1.19876e-05 0.000859166 0.000305081 0.000654398 0.000170066 0.00107479 3.82442e-05 0.000672927 0.00128793 -0.000100465 -0.00030947 -0.000194476 0.000413114 0.000187885 -3.28582e-05 0.000560818 -6.76613e-05 -0.000117477 -6.93224e-05 -0.000436346 9.17049e-05
internal_weight=0 1732 1992 1677 145 1936 538 1398 177 1221 433 232 127 788 733 489 413 201 324 1532 1458 1405 430 975
internal_count=3724 1732 1992 1677 145 1936 538 1398 177 1221 433 232 127 788 733 489 413 201 324 1532 1458 1405 430 975
is_linear=0
shrinkage=0.0995203


Tree=4481
num_leaves=35
num_cat=0
split_feature=9 2 9 6 18 18 18 1 2 17 26 6 9 26 18 26 3 2 2 17 2 2 5 5 5 5 26 26 26 5 2 5 26 18
split_gain=0.00740209 0.0111342 0.0164468 0.0297219 0.0109573 0.010089 0.0260423 0.0210862 0.0536214 0.0360238 0.0272284 0.0228647 0.0225548 0.015296 0.036313 0.0353149 0.0124246 0.00986924 0.0251887 0.0410352 0.0153807 0.0112088 0.0687484 0.0348459 0.0153907 0.0203265 0.0190342 0.00812167 0.0144126 0.0304351 0.0129968 0.0209 0.00952465 0.00749679
threshold=0.08735500000000003 -0.062394999999999999 0.11296000000000002 -0.078305 0.26473000000000008 -0.010145 -0.0079049999999999988 -0.01538 -0.086304999999999993 -0.0038549999999999999 0.08919500000000001 -0.092034999999999992 0.026545000000000006 0.086095000000000019 -0.019539999999999998 0.085005000000000011 0.098000000000000018 -0.082594999999999988 -0.083974999999999994 -0.040589999999999994 -0.087075 -0.080555000000000002 -0.079124999999999987 -0.011764999999999999 -0.042209999999999991 -0.013125 0.11127500000000003 0.12336000000000003 0.088475000000000012 -0.078739999999999991 0.14153500000000005 -0.45822499999999994 -0.042444999999999997 -0.10082999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 17 7 -7 10 -9 11 13 -10 -13 15 -15 16 -1 18 20 -20 33 22 -19 -24 26 -26 -23 28 30 -30 32 -32 -8 -2
right_child=1 2 3 -5 -6 6 27 8 9 -11 -12 12 -14 14 -16 -17 -18 21 19 -21 -22 24 23 -25 25 -27 -28 -29 29 -31 31 -33 -34 -35
leaf_value=-0.00059004784602669262 0.00080696125677679278 0.0022008408831105343 -0.0016521598421641679 0.0012512024083704114 -0.0016456800979182961 -0.0020708767690888813 0.00040484532883867323 0.0033221152669455764 -0.00066972279061401998 -0.0020288400518508809 0.0023189232100680537 0.00018858277936258523 0.0031169751933542884 -0.0024138241000342016 0.00090914866667459262 0.0023402216742325907 0.00092829170455491434 -0.0039122035734086508 -0.00041222135650368058 0.0034413220280410236 -0.0014646860677119031 0.0008351946366202765 0.0021670455568820342 -0.0010044828686507968 -0.0020609274124274396 -0.00019284705361375355 -0.00073831764680820525 -0.0010843985896524971 0.0029524599483893212 -0.00029049188201074513 0.0026515250058501182 0.00015204623292737479 -0.00036151348251340027 -0.00010924270010069639
leaf_weight=222 122 51 57 90 46 55 241 83 51 49 51 46 62 77 56 65 70 56 52 57 68 250 55 91 72 297 109 50 55 59 47 115 479 318
leaf_count=222 122 51 57 90 46 55 241 83 51 49 51 46 62 77 56 65 70 56 52 57 68 250 55 91 72 297 109 50 55 59 47 115 479 318
internal_value=0 -4.31559e-05 0.00065999 0.00011984 -0.000131066 0.000237344 3.88913e-05 0.000498977 0.00118245 0.00032471 0.000129826 0.00105517 0.00187728 -9.63482e-05 -0.00100852 0.000241189 -0.000223259 -8.55002e-05 0.000222357 0.00159542 -7.06468e-05 -0.000290625 -0.000947049 0.000184664 -0.000107361 -0.000559569 0.000355163 0.000150608 0.000213429 0.00126691 7.63362e-05 0.000882257 -0.000103859 0.000142935
internal_weight=0 1791 198 147 1593 1933 1101 832 291 208 541 159 108 490 133 357 292 1547 617 109 508 930 202 146 728 369 359 1046 996 114 882 162 720 440
internal_count=3724 1791 198 147 1593 1933 1101 832 291 208 541 159 108 490 133 357 292 1547 617 109 508 930 202 146 728 369 359 1046 996 114 882 162 720 440
is_linear=0
shrinkage=0.0995203


Tree=4482
num_leaves=21
num_cat=0
split_feature=20 26 20 0 26 20 17 17 20 2 18 6 6 6 8 17 10 0 1 20
split_gain=0.00779136 0.0166348 0.0320591 0.0349022 0.0494683 0.0131968 0.0121342 0.00987051 0.00945429 0.0159674 0.00861952 0.0246848 0.0164748 0.0131857 0.00854101 0.0198638 0.0101191 0.0071679 0.0112926 0.00640769
threshold=-0.081945000000000004 -0.025024999999999999 -0.088334999999999983 -0.083995 0.084535000000000013 -0.089224999999999985 -0.084209999999999993 -0.0065549999999999992 -0.080434999999999993 -0.081344999999999987 0.15891500000000006 0.088915000000000022 0.12638500000000005 0.11816500000000002 -0.105475 -0.092649999999999996 0.090150000000000022 -0.068604999999999985 -0.0076199999999999992 -0.17097999999999999
decision_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 4 -4 17 -3 -8 9 -2 12 -12 13 14 15 -10 -16 18 -1 -9
right_child=8 2 3 -5 -6 -7 7 19 10 -11 11 -13 -14 -15 16 -17 -18 -19 -20 -21
leaf_value=-0.00020661411474041705 -0.0022701826003447196 0.0010737913246437844 0.001169666159959772 -0.00032856508784856269 0.0053031364056706411 -0.0014207543376381919 -0.0015020855219453522 0.00090168834773222256 0.0024837662740370128 0.00013453629424676474 0.00066358007664511971 -0.0025038964829202565 0.0019003062703000623 -0.0015420180172763147 5.3265662537392325e-05 0.00024929387871425477 -0.0013632636645658927 -0.00073470606922832556 0.0018429947389642961 -0.00056329251222768644
leaf_weight=60 47 79 78 53 46 70 56 54 46 64 50 47 49 50 2376 284 51 52 47 65
leaf_count=60 47 79 78 53 46 70 56 54 46 64 50 47 49 50 2376 284 51 52 47 65
internal_value=0 0.000402248 0.000766948 0.00179528 0.00270965 -0.000280578 4.71309e-05 -0.000411655 2.49105e-05 -0.000876304 5.90634e-05 -0.000862738 9.06577e-05 5.87761e-05 8.81045e-05 0.000563247 2.3162e-05 0.000216239 0.000686031 9.46096e-05
internal_weight=0 660 431 177 124 229 254 175 3064 111 2953 97 2856 2807 2757 330 2427 159 107 119
internal_count=3724 660 431 177 124 229 254 175 3064 111 2953 97 2856 2807 2757 330 2427 159 107 119
is_linear=0
shrinkage=0.0995203


Tree=4483
num_leaves=16
num_cat=0
split_feature=1 5 1 10 5 8 8 1 1 1 6 26 8 0 8
split_gain=0.00655476 0.0152734 0.00947721 0.00643444 0.00910985 0.00712566 0.0191583 0.0166181 0.031771 0.0238233 0.00771387 0.00522372 0.00886583 0.0128653 0.00590711
threshold=0.41291000000000005 -0.53979999999999995 0.2705800000000001 0.090150000000000022 0.62720500000000012 -0.077889999999999987 -0.077074999999999991 -0.084204999999999988 -0.082635 -0.085349999999999995 0.091615000000000016 0.0054200000000000012 -0.094375000000000001 -0.057604999999999996 -0.071594999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -7 9 -9 -1 -8 12 -3 14 -14
right_child=1 11 -4 -5 -6 6 10 8 -10 -11 -12 -13 13 -15 -16
leaf_value=-4.8204047973247134e-05 0.0021336693378532509 0.0016757828820038198 -0.00095336584752033816 -0.0010059911989349719 0.0011805574738189598 -0.0019782817658215578 -0.00017131791411702398 0.0029349115008273819 0.00029436929881456174 -0.0022940331718700013 0.00036873287198698254 -0.0005948641372232245 -0.00015009861728371081 -0.0012564333034526074 0.0012956042686407311
leaf_weight=475 49 46 92 54 74 52 1013 47 1196 52 353 60 47 48 66
leaf_count=475 49 46 92 54 74 52 1013 47 1196 52 353 60 47 48 66
internal_value=0 0.000516683 4.23823e-05 7.02555e-05 8.8323e-05 6.27132e-05 -0.00010314 0.000196046 0.000394872 -0.000271357 -3.11594e-05 0.000216867 0.000456106 0.000102542 0.00068705
internal_weight=0 316 3408 3316 3262 3188 1418 1770 1243 527 1366 267 207 161 113
internal_count=3724 316 3408 3316 3262 3188 1418 1770 1243 527 1366 267 207 161 113
is_linear=0
shrinkage=0.0995203


Tree=4484
num_leaves=8
num_cat=0
split_feature=20 29 5 22 0 29 6
split_gain=0.0256452 0.00686519 0.00693845 0.00714985 0.0093126 0.0047067 0.00544025
threshold=-0.40431 -0.09973499999999999 -0.54165499999999989 0.11884500000000002 -0.23058999999999999 0.12330000000000002 -0.0097999999999999979
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6
right_child=1 2 3 -5 5 -7 -8
leaf_value=-0.0022181682841184826 0.00094887099445019481 -0.0009104974677841644 0.0011306914528111129 -0.0009528091573320237 -0.00017171606115721033 0.00096492082240263284 8.4802559841015051e-05
leaf_weight=53 72 87 72 78 1457 48 1866
leaf_count=53 72 87 72 78 1457 48 1866
internal_value=0 -1.29889e-05 -3.24103e-05 -1.04813e-05 1.06291e-05 -1.30511e-05 -2.7424e-05
internal_weight=0 3680 3608 3521 3443 3371 3323
internal_count=3733 3680 3608 3521 3443 3371 3323
is_linear=0
shrinkage=0.0995203


Tree=4485
num_leaves=11
num_cat=0
split_feature=20 7 29 20 17 20 20 20 20 8
split_gain=0.0207951 0.00770664 0.00583383 0.00634616 0.0112675 0.0109648 0.0107746 0.0113165 0.0139396 0.00488814
threshold=-0.40431 0.093110000000000012 -0.09973499999999999 -0.09280999999999999 -0.45380999999999999 -0.10068000000000001 -0.085594999999999991 -0.084474999999999995 -0.083404999999999993 -0.088144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 9 -5 -8 -9 -6
right_child=1 -3 3 6 5 -7 7 8 -10 -11
leaf_value=-0.0019974157900449051 0.00085443911893047942 0.0010298539985613368 0.00087037549408163157 0.0010633437971982909 0.00028823418106658556 -0.0021293998835793053 -0.0014693655386718272 0.0017033582527370384 -4.1885601560308588e-05 -0.00078224365143892099
leaf_weight=53 72 69 49 90 61 48 54 46 3060 131
leaf_count=53 72 69 49 90 61 48 54 46 3060 131
internal_value=0 -1.1652e-05 -3.17801e-05 -5.00413e-05 -0.00049701 -0.000779595 -1.00436e-05 -4.08738e-05 -1.57749e-05 -0.00043788
internal_weight=0 3680 3611 3539 289 240 3250 3160 3106 192
internal_count=3733 3680 3611 3539 289 240 3250 3160 3106 192
is_linear=0
shrinkage=0.0995203


Tree=4486
num_leaves=13
num_cat=0
split_feature=21 13 2 4 2 0 5 5 0 18 1 7
split_gain=0.016989 0.00815225 0.00989429 0.0123373 0.00764755 0.0169707 0.0164325 0.0138206 0.00829234 0.00774674 0.00831511 0.00713128
threshold=-0.096850000000000006 0.089365000000000014 0.31852000000000008 0.13686500000000004 0.097745000000000012 -0.14075499999999999 -0.46244499999999994 0.043850000000000007 -0.22163999999999998 0.19545000000000004 -0.038989999999999997 0.093110000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 8 6 -6 -7 -2 11 -11 -10
right_child=1 -3 3 -5 5 7 -8 -9 9 10 -12 -13
leaf_value=-0.0014186177965771138 -0.0011385407492100041 0.001313006545784089 -0.0021249879776742927 -3.4348385365894296e-05 0.00015126438791650506 -0.0011896584572884034 0.0024342336015554817 0.00065588847648221152 -6.0632275543404667e-05 0.0017068033792426288 -4.9802862756554656e-05 0.0011256777364549188
leaf_weight=86 66 46 49 67 60 73 67 89 2974 53 52 51
leaf_count=86 66 46 49 67 60 73 67 89 2974 53 52 51
internal_value=0 -3.20643e-06 -2.02474e-05 -0.000924521 9.61693e-06 0.00050006 0.00136211 -0.000170694 -3.44755e-05 -1.09333e-05 0.000829069 -4.0361e-05
internal_weight=0 3647 3601 116 3485 289 127 162 3196 3130 105 3025
internal_count=3733 3647 3601 116 3485 289 127 162 3196 3130 105 3025
is_linear=0
shrinkage=0.0995203


Tree=4487
num_leaves=11
num_cat=0
split_feature=6 36 38 5 21 0 7 4 4 17
split_gain=0.0149005 0.00517548 0.0118881 0.0076207 0.00808253 0.00596733 0.00736281 0.00673729 0.0151284 0.00973041
threshold=0.23663500000000004 0.088355000000000031 -0.080750000000000002 -0.53979999999999995 -0.032929999999999994 -0.23058999999999999 -0.068034999999999998 0.10876500000000001 0.10619500000000003 -0.052269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 -7 8 -8 -9
right_child=-2 2 -4 5 -6 6 7 9 -10 -11
leaf_value=-0.0017978359397054125 -0.0017565681714088229 -0.00038919154992940794 0.0018618492568685718 0.00084033098600716093 0 -0.0010813263998080563 -2.1765597654234319e-05 0.0012385974285085066 -0.0017032419672875908 7.6964518382195165e-05
leaf_weight=49 49 46 46 81 51 64 2937 100 54 256
leaf_count=49 49 46 46 81 51 64 2937 100 54 256
internal_value=0 -9.29323e-06 0.000727431 -2.83905e-05 -0.000885025 -3.6247e-06 -2.39059e-05 -3.4417e-06 -5.2397e-05 0.000405566
internal_weight=0 3684 92 3592 100 3492 3411 3347 2991 356
internal_count=3733 3684 92 3592 100 3492 3411 3347 2991 356
is_linear=0
shrinkage=0.0995203


Tree=4488
num_leaves=11
num_cat=0
split_feature=22 17 20 6 0 0 26 0 6 0
split_gain=0.0207124 0.0195959 0.0107218 0.0164267 0.0105645 0.0340076 0.0884838 0.03186 0.0153724 0.00842668
threshold=0.13264000000000004 -0.56655999999999984 -0.24910499999999999 0.14653500000000005 -0.080884999999999999 -0.084084999999999993 0.084435000000000024 -0.080434999999999993 0.087515000000000023 -0.079805000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 -7 -6 -4 -9
right_child=-2 2 3 -5 7 6 -8 9 -10 -11
leaf_value=-0.0016422356479504309 -0.0021754673966486457 0.0011685856166987617 -9.3859394202458704e-05 -0.0016473997450741301 0.0025666597537462206 -0.004821883917249266 -0.0004008569710094244 -0.0011041311187377661 0.00073762372625149511 0.00015191012896178426
leaf_weight=75 46 74 1406 62 54 52 330 55 261 1318
leaf_count=75 46 74 1406 62 54 52 330 55 261 1318
internal_value=0 -4.99125e-05 -1.66226e-05 -4.16436e-05 -1.27668e-05 -0.000157778 -0.00100482 0.000194877 3.58338e-05 0.000100999
internal_weight=0 3687 3612 3538 3476 2049 382 1427 1667 1373
internal_count=3733 3687 3612 3538 3476 2049 382 1427 1667 1373
is_linear=0
shrinkage=0.0995203


Tree=4489
num_leaves=11
num_cat=0
split_feature=22 17 20 21 17 17 26 1 1 21
split_gain=0.0167934 0.0158889 0.00869451 0.00958929 0.00946638 0.0193281 0.00984896 0.00846536 0.0282257 0.0128501
threshold=0.13264000000000004 -0.56655999999999984 -0.24910499999999999 0.15372000000000005 -0.011809999999999999 -0.0096999999999999986 0.083705000000000016 -0.080689999999999998 -0.08616 0.089350000000000027
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 -7 8 -4 -9
right_child=-2 2 3 -5 5 6 -8 9 -10 -11
leaf_value=-0.0014788000830235225 -0.0019589645106184057 0.0010522875817388269 0.00015818737522732914 -0.0013537514459557832 -0.0021239575539808474 -0.00041026232043276745 6.8535189214751025e-05 -0.00039032222680288503 0.001956515350812879 0.00034507673714567207
leaf_weight=75 46 74 610 54 49 699 1082 494 101 449
leaf_count=75 46 74 610 54 49 699 1082 494 101 449
internal_value=0 -4.49673e-05 -1.49683e-05 -3.75222e-05 -1.68864e-05 -0.000173056 -0.000118922 0.000155406 0.000414798 -3.93013e-05
internal_weight=0 3687 3612 3538 3484 1830 1781 1654 711 943
internal_count=3733 3687 3612 3538 3484 1830 1781 1654 711 943
is_linear=0
shrinkage=0.0995203


Tree=4490
num_leaves=14
num_cat=0
split_feature=27 17 8 8 8 8 8 20 19 1 1 5 5
split_gain=0.019469 0.0130869 0.00867304 0.0270971 0.0262767 0.0099982 0.0102156 0.00640595 0.00771736 0.00619136 0.0143263 0.0108211 0.00419191
threshold=0.11410500000000003 -0.56655999999999984 -0.079854999999999995 -0.080569999999999989 -0.080924999999999983 -0.081415000000000001 -0.081864999999999993 0.10337500000000002 -0.10411999999999999 -0.50290499999999982 -0.215865 0.2686150000000001 -0.059289999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -4 11 -11 -10 -9
right_child=-2 2 7 -5 -6 -7 -8 12 9 10 -12 -13 -14
leaf_value=-0.0013316296013085275 -0.0017183221954218835 -0.00015034650182262123 0.0012900907542331007 -0.0023519821501210752 0.0022585304004541593 -0.0015111080195356718 0.0013365949975193978 0.001552209566834667 -8.2830240899858822e-05 -0.0012165493802704125 9.2087041906831535e-05 0.0018911122215868788 0.00022421523085836053
leaf_weight=75 69 1628 53 54 46 52 47 52 61 88 1413 49 46
leaf_count=75 69 1628 53 54 46 52 47 52 61 88 1413 49 46
internal_value=0 -3.05112e-05 -3.09341e-06 -0.000155247 -8.78797e-05 -0.000150852 -0.000108135 0.000154209 0.000107602 6.81911e-05 1.48194e-05 0.00078903 0.000937219
internal_weight=0 3664 3589 1827 1773 1727 1675 1762 1664 1611 1501 110 98
internal_count=3733 3664 3589 1827 1773 1727 1675 1762 1664 1611 1501 110 98
is_linear=0
shrinkage=0.0995203


Tree=4491
num_leaves=16
num_cat=0
split_feature=22 17 2 2 26 6 2 2 1 3 8 2 8 26 7
split_gain=0.0141827 0.010494 0.00883824 0.0326195 0.0751396 0.0481534 0.0141808 0.0123171 0.0244976 0.0100873 0.0355093 0.0142683 0.00843199 0.00911269 0.00653833
threshold=0.13264000000000004 -0.56655999999999984 -0.08342999999999999 -0.08237499999999999 0.086255000000000012 0.083720000000000031 -0.083974999999999994 -0.084869999999999987 -0.080349999999999991 0.083955000000000016 -0.085814999999999989 -0.08569499999999998 0.10528000000000003 0.50635500000000022 -0.10984999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 7 9 -9 10 -3 -11 13 14 -5
right_child=-2 2 3 12 5 -7 -8 8 -10 11 -12 -13 -14 -15 -16
leaf_value=-0.001199105543218429 -0.0017927642237303295 -0.00051663732887240296 -0.0045984835608417571 -0.0010724639770409207 0.0024643364195248928 -0.0015668044743568615 0.0016091642776233175 -0.0022846871567999672 0.00065228546658033161 -3.6231831695815678e-05 0.0023457736510116419 0.0013764766987057646 -0.0010600577739127216 0.001334783617004982 1.7222565839428961e-05
leaf_weight=75 46 84 52 56 46 81 68 58 54 759 87 78 74 51 2064
leaf_count=75 46 84 52 56 46 81 68 58 54 759 87 78 74 51 2064
internal_value=0 -3.38492e-05 -9.42704e-06 -0.000118628 -0.00141158 -0.00010026 0.000212698 0.000127181 -0.000861338 0.000237829 0.00093489 9.44404e-05 -1.51725e-05 2.0066e-05 -1.11755e-05
internal_weight=0 3687 3612 2424 179 127 1188 1120 112 1008 171 837 2245 2171 2120
internal_count=3733 3687 3612 2424 179 127 1188 1120 112 1008 171 837 2245 2171 2120
is_linear=0
shrinkage=0.0995203


Tree=4492
num_leaves=24
num_cat=0
split_feature=8 3 3 6 8 6 3 2 25 26 0 9 2 8 8 9 6 8 6 5 3 9 6
split_gain=0.0141808 0.0238341 0.0533781 0.0240204 0.0401526 0.0111905 0.0148677 0.0308897 0.010208 0.00836254 0.00801526 0.00755338 0.00721811 0.0128303 0.0307289 0.0223977 0.0116031 0.0130876 0.00902947 0.00711446 0.00647303 0.0104394 0.00395446
threshold=-0.091600000000000001 0.090835000000000013 0.087385000000000032 0.087235000000000021 -0.09547499999999999 0.11642500000000001 0.10850000000000003 -0.073884999999999992 0.096120000000000025 0.085945000000000021 -0.10806499999999999 -1.0000000180025095e-35 -0.084869999999999987 -0.086995000000000003 -0.085764999999999994 0.083760000000000015 0.11146500000000002 -0.089594999999999994 0.085845000000000019 -0.39954499999999998 0.11926500000000002 0.091310000000000016 0.085760000000000017
decision_type=2 2 2 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 8 7 -7 12 -1 11 -3 13 -2 -15 -16 17 22 -19 -13 21 -12 -14
right_child=5 10 -4 -5 -6 6 -8 -9 -10 -11 20 19 16 14 15 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.00072688380672138815 0.0014106493013156813 0.0012472307299052432 0.0035625527221381519 -0.0013767331579611951 0.0030875339125046651 -0.00036463235495499377 -0.00027915012560345351 0.0026260898841661932 0.0014345765492382019 0.0009900120846556542 -0.0020650703795564189 0.00069466402985652513 -0.00054267166299964531 -0.0023679550853334874 0.0016485230301776124 1.9283716610796102e-05 -0.001620467746454827 -0.00018802182198348697 0.00031740066815531316 -0.00082833584486797639 0.00018004564755847948 -6.2062769161149434e-05 -0.0018476112248585602
leaf_weight=72 78 76 72 54 61 59 91 80 47 46 47 65 46 48 96 654 52 1275 482 57 91 59 51
leaf_count=72 78 76 72 54 61 59 91 80 47 46 47 65 46 48 96 654 52 1275 482 57 91 59 51
internal_value=0 0.000531567 0.00119248 0.000456577 0.00101422 3.46524e-05 0.000702322 0.00135076 -1.93404e-05 -5.06478e-05 1.91722e-05 0.000468321 -4.41976e-05 0.000191846 7.16891e-05 0.000228918 -0.000153113 -0.000111516 -4.89027e-05 -1.01915e-05 -0.000428101 -0.000957912 -0.00123721
internal_weight=0 700 305 233 179 3059 230 139 2829 118 395 198 2782 876 798 750 1906 1854 1757 122 197 106 97
internal_count=3759 700 305 233 179 3059 230 139 2829 118 395 198 2782 876 798 750 1906 1854 1757 122 197 106 97
is_linear=0
shrinkage=0.0995203


Tree=4493
num_leaves=26
num_cat=0
split_feature=8 2 2 26 27 6 26 18 17 6 9 25 0 9 1 26 26 1 26 26 8 26 18 2 9
split_gain=0.0114996 0.0200846 0.0418839 0.0242961 0.0099102 0.00905391 0.0140856 0.0111578 0.00846685 0.0114238 0.00976899 0.00827757 0.0072649 0.0125239 0.00600624 0.011658 0.0156057 0.0128021 0.00924214 0.0167326 0.0156155 0.0185948 0.0137361 0.0102211 0.00581965
threshold=-0.091600000000000001 -0.082174999999999984 -0.085804999999999992 0.080935000000000021 0.076195000000000027 0.11642500000000001 0.095385000000000011 -0.07989499999999998 -0.093784999999999993 0.088915000000000022 0.08758500000000001 0.096120000000000025 -0.14075499999999999 -0.063329999999999984 -0.079844999999999985 0.11215000000000001 0.095385000000000011 -0.082344999999999988 0.083970000000000031 0.056820000000000016 -0.087129999999999999 0.088825000000000029 -0.019539999999999998 0.096520000000000022 0.10199500000000002
decision_type=2 2 2 2 2 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 11 7 -7 -3 10 12 14 -10 -14 15 16 17 -2 19 23 21 -20 -22 -16 -8
right_child=5 8 -4 4 -6 6 24 -9 9 -11 -12 -13 13 -15 18 -17 -18 -19 20 -21 22 -23 -24 -25 -26
leaf_value=0.0022961270024921148 7.0290300178851617e-05 -0.0010356144001476631 0.0038408620994678315 -0.0013878869178200984 0.00049897315282984762 0.0011852096190370896 0.0023773456319712088 -0.00069225404000391544 0.0012164608861674317 0.0014794547494176458 -0.00092312847520886342 0.001291807234134659 0.00091032439040878051 -0.00061237392225071041 0.00011934710883306529 0.001583613728955599 -0.001276915044166591 0.0013688183404179279 -0.0026040741935394957 0.0014343846152191715 -0.00059035177656503268 3.3278230501323892e-06 0.00018250923284902784 -0.00087208625438367092 0.00077644460283140355
leaf_weight=52 736 55 49 48 64 49 46 87 69 66 79 47 94 124 605 54 77 84 62 84 462 47 447 124 48
leaf_count=52 736 55 49 48 64 49 46 87 69 66 79 47 94 124 605 54 77 84 62 84 462 47 447 124 48
internal_value=0 0.000478665 0.00128514 0.000516551 -0.000302372 3.11505e-05 0.000631718 -9.79544e-06 0.000124253 0.000273817 5.41699e-05 -1.73868e-05 0.000326035 4.04473e-05 -3.9799e-05 0.000162698 7.62452e-05 0.000204309 -0.000145421 0.000104003 -0.000345421 -0.00147227 -0.000209397 -4.81689e-05 0.00156857
internal_weight=0 700 213 164 112 3059 230 136 487 432 366 2829 287 218 2782 951 897 820 1831 813 1018 109 909 729 94
internal_count=3759 700 213 164 112 3059 230 136 487 432 366 2829 287 218 2782 951 897 820 1831 813 1018 109 909 729 94
is_linear=0
shrinkage=0.0995203


Tree=4494
num_leaves=20
num_cat=0
split_feature=8 3 3 6 8 9 2 26 26 6 25 4 7 6 0 0 26 9 17
split_gain=0.00932208 0.0181277 0.0418894 0.0200219 0.0331043 0.0085284 0.0113925 0.0096121 0.00743486 0.00622942 0.00593154 0.00670527 0.00811188 0.0124125 0.00563514 0.00588684 0.0064256 0.00555093 0.00526906
threshold=-0.091600000000000001 0.090835000000000013 0.087385000000000032 0.087235000000000021 -0.09547499999999999 0.12912500000000005 -0.049174999999999996 0.13970500000000005 0.085945000000000021 -0.085885000000000003 0.096120000000000025 0.13699000000000003 0.056805000000000015 -0.14765999999999999 -0.10806499999999999 -0.094139999999999988 1.0000000180025095e-35 -1.0000000180025095e-35 0.07134500000000002
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 7 -7 10 -1 -9 11 12 13 -2 17 -16 -17 -3 -19
right_child=5 14 -4 -5 -6 6 -8 9 -10 -11 -12 -13 -14 -15 15 16 -18 18 -20
leaf_value=-0.00073933666506931597 -0.00091731346642231137 0.001029108760253661 0.0031070964269242296 -0.0013184332817427302 0.0027475450633392463 0.0019729452624685146 -0.00016009860217776909 -0.001819632403207533 0.00087850198803955724 -0.00019420804190863292 0.0011519565900828626 -0.0011790426407894098 0.00098946194579072749 5.1725339171058471e-05 -0.0013775553300715095 -0.00067700466384181684 0.00062638683690496172 -0.00060911668619222277 0.00071580324847713697
leaf_weight=72 138 76 72 54 61 51 47 46 46 50 46 46 85 2550 46 83 68 71 51
leaf_count=72 138 76 72 54 61 51 47 46 46 50 46 46 85 2550 46 83 68 71 51
internal_value=0 0.000431145 0.00100752 0.000355215 0.000864688 2.81836e-05 0.000941602 -1.77133e-06 -0.000101716 -0.000981585 3.07744e-05 1.21887e-05 3.22447e-05 1.67102e-06 -1.18356e-05 -0.000390684 -8.46255e-05 0.000360965 -4.85466e-05
internal_weight=0 700 305 233 179 3059 98 2961 118 96 2865 2819 2773 2688 395 197 151 198 122
internal_count=3759 700 305 233 179 3059 98 2961 118 96 2865 2819 2773 2688 395 197 151 198 122
is_linear=0
shrinkage=0.0995203


Tree=4495
num_leaves=27
num_cat=0
split_feature=20 21 21 21 21 6 20 27 20 3 18 18 0 9 9 21 18 18 18 20 9 9 20 8 4 0
split_gain=0.00887655 0.0138929 0.0242901 0.0171992 0.0147206 0.0143527 0.0127972 0.0117548 0.0151141 0.0372481 0.010971 0.0148585 0.0121597 0.0106076 0.0141336 0.0103475 0.0103173 0.00996406 0.0457087 0.0105366 0.00905782 0.00887139 0.0083849 0.0213783 0.00709507 0.00465604
threshold=-0.014955 0.10068500000000002 0.096850000000000033 0.10841000000000002 0.11729000000000002 -0.065394999999999995 -0.075334999999999999 -0.038765000000000001 -0.0078249999999999986 0.089165000000000022 -0.0090849999999999976 -0.037059999999999989 -0.080614999999999992 0.093235000000000026 0.083955000000000016 0.13457500000000003 0.14994000000000005 -0.10082999999999999 -0.11533 -0.0039399999999999991 0.11296000000000002 0.09586500000000002 -0.071149999999999991 -0.014854999999999998 0.077845000000000025 -0.073664999999999994
decision_type=2 2 2 2 2 2 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 25 -6 -3 -2 9 -9 11 13 22 14 -1 -7 17 18 21 -19 -21 -10 23 -12 -14 -5
right_child=7 3 -4 4 5 15 -8 8 16 -11 12 -13 24 -15 -16 -17 -18 19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.00038075858877869922 -0.0013152183629258866 0.0023055706427310457 -0.0022590965318684737 -0.00033559895059396221 0.0018348843327364948 -0.0010740096287076082 0.00023205109676800837 -8.5597285113824694e-05 -0.00049188353767970949 0.0035490080320107627 -0.00037265499470881563 -0.0019475314899749878 0.0020143968699775374 0.0010173058724050699 -0.0010504485493248595 0.00068138682199221092 0.0012721830666340592 -0.0013856303397193901 0.0034528531232034428 0.00016045964950978564 -0.00077301303999863734 0.0011451599851048065 -0.00098004444264241579 0.0015497009187075655 0.00028043546401658551 -0.0017472588795726463
leaf_weight=106 49 66 60 48 54 59 55 70 114 46 215 65 47 51 189 76 83 48 49 1793 109 46 86 78 49 48
leaf_count=106 49 66 60 48 54 59 55 70 114 46 215 65 47 51 189 76 83 48 49 1793 109 46 86 78 49 48
internal_value=0 -0.000110535 -0.000319998 0.000375507 -4.37706e-05 0.000462977 0.00136983 0.000207859 0.000239857 0.00134866 -0.000187758 -0.00056463 0.000136611 -0.00030247 -0.000533409 -7.97227e-05 0.000182123 0.000139838 0.000793266 6.93837e-05 0.000106534 -1.61169e-05 -0.000114849 0.000136305 0.00113788 -0.00104996
internal_weight=0 1352 946 406 285 189 121 2407 2358 116 886 411 475 346 295 135 2242 2159 209 1950 1902 160 379 293 96 96
internal_count=3759 1352 946 406 285 189 121 2407 2358 116 886 411 475 346 295 135 2242 2159 209 1950 1902 160 379 293 96 96
is_linear=0
shrinkage=0.0995203


Tree=4496
num_leaves=9
num_cat=0
split_feature=19 21 26 29 26 9 7 9
split_gain=0.0145888 0.0139242 0.0124409 0.00773514 0.0115805 0.0133949 0.00683499 0.00952145
threshold=0.14061500000000002 0.13765500000000006 -1.0000000180025095e-35 0.10207000000000002 -0.2382 0.14805500000000002 -0.10984999999999999 -0.25326499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=0.0013417630575855907 0.0017568260565120667 0 0.0019742163433765373 -0.00099603308047164617 -0.0010058287903099295 -0.0014922245974245821 0.0014019127851332476 4.3769460043572024e-05
leaf_weight=67 51 57 70 72 60 57 52 3258
leaf_count=67 51 57 70 72 60 57 52 3258
internal_value=0 6.12292e-05 0.00108537 2.45258e-05 4.57905e-05 2.02145e-05 4.60388e-05 6.53532e-05
internal_weight=0 3693 127 3566 3494 3427 3370 3310
internal_count=3744 3693 127 3566 3494 3427 3370 3310
is_linear=0
shrinkage=0.0995203


Tree=4497
num_leaves=15
num_cat=0
split_feature=20 22 2 2 2 20 0 29 2 9 2 4 10 4
split_gain=0.0108898 0.00687716 0.00688644 0.0737808 0.040886 0.0124005 0.0214288 0.0167955 0.0149416 0.0665651 0.0269851 0.0119527 0.0161722 0.0102264
threshold=-0.24350999999999998 0.12975500000000004 -0.082234999999999989 -0.082404999999999992 -0.082025000000000001 -0.053499999999999999 -0.225295 -0.085135000000000002 -0.079739999999999991 0.09055500000000001 -0.078914999999999999 0.11670500000000002 0.090150000000000022 0.10495500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -4 6 -6 -8 9 -7 -10 12 13 -2
right_child=1 -3 4 -5 5 8 7 -9 10 -11 -12 -13 -14 -15
leaf_value=0.0012038092061126737 2.4261461650309557e-05 0.0010497384199189329 -0.0029527578912593466 0.004078837380169285 0.0022681179617376809 5.2696503515127004e-05 -0.0016641946074284657 0.00030531668329465743 0.0021702817758262015 -0.0039046619443434002 -0.00014862506422624048 0.0016288512265698503 -0.0018195568433987661 0.0015205730634073684
leaf_weight=83 1249 67 48 47 52 168 46 618 52 56 1118 47 46 47
leaf_count=83 1249 67 48 47 52 168 46 618 52 56 1118 47 46 47
internal_value=0 5.0354e-05 3.14955e-05 0.000200535 -8.06095e-05 -1.48835e-05 0.000321334 0.000167642 -0.000188162 -0.000932989 -4.48628e-05 6.87146e-05 1.34649e-05 7.91576e-05
internal_weight=0 3661 3594 1436 2158 2110 716 664 1394 224 1170 1389 1342 1296
internal_count=3744 3661 3594 1436 2158 2110 716 664 1394 224 1170 1389 1342 1296
is_linear=0
shrinkage=0.0995203


Tree=4498
num_leaves=9
num_cat=0
split_feature=19 21 26 29 26 9 7 9
split_gain=0.0120101 0.0105889 0.00999866 0.00627816 0.00969888 0.0102911 0.00542559 0.00786005
threshold=0.14061500000000002 0.13765500000000006 -1.0000000180025095e-35 0.10207000000000002 -0.2382 0.14805500000000002 -0.10984999999999999 -0.25326499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=0.001220589629256696 0.0015859230809440661 -2.3905781807531459e-05 0.0017375947500932424 -0.00090402197881300056 -0.00090331121081722572 -0.0013144988352908529 0.0012654050884127043 3.1466625933334149e-05
leaf_weight=67 51 57 70 72 60 57 52 3258
leaf_count=67 51 57 70 72 60 57 52 3258
internal_value=0 4.74775e-05 0.000940554 1.54418e-05 3.46233e-05 1.1198e-05 3.38637e-05 5.10991e-05
internal_weight=0 3693 127 3566 3494 3427 3370 3310
internal_count=3744 3693 127 3566 3494 3427 3370 3310
is_linear=0
shrinkage=0.0995203


Tree=4499
num_leaves=22
num_cat=0
split_feature=17 1 17 2 2 18 1 5 1 0 5 17 17 5 5 1 9 0 9 21 1
split_gain=0.010027 0.0315024 0.00714996 0.0126156 0.00801725 0.0245397 0.0361993 0.00785576 0.0125358 0.00947342 0.00685593 0.0331578 0.0430708 0.018378 0.0165271 0.0132171 0.0128363 0.00960296 0.0078759 0.00749485 0.00428379
threshold=0.51544000000000012 -0.021369999999999997 0.42451000000000011 -0.072419999999999998 0.09556000000000002 0.087065000000000017 -0.047239999999999997 -0.41880499999999998 0.00095500000000000023 -0.14824999999999997 -0.088935 -0.0050499999999999998 -0.060269999999999997 -0.082179999999999989 -0.074569999999999984 -0.079844999999999985 0.092225000000000015 -0.16423499999999999 0.11351500000000002 -0.091869999999999993 -0.49837999999999999
decision_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 -4 10 7 -7 9 20 -6 11 12 -1 15 16 -12 -15 -13 -19 -16 -9
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 13 17 -14 14 19 -17 -18 18 -20 -21 -22
leaf_value=0 0.0030090733192028032 -0.00026650507140543478 0.00020158525723562468 -0.0019684174893213318 -4.0496862375324302e-05 -0.00035121347888310392 0.003043427261638575 -0.00043522888755681766 -0.0015866512029404233 0.0016740859239505164 0.00258501275814713 -0.0012033793821524912 -0.0034927427599672264 -0.00011069813509674731 0.0012604472440502382 0.00035080347444218878 -0.002431246201283772 0.0003144861070210931 -0.00080400870440624312 4.945479632550197e-05 0.00071321405716485476
leaf_weight=75 46 78 58 48 89 53 74 64 62 49 48 55 66 49 52 60 47 497 71 2039 64
leaf_count=75 46 78 58 48 89 53 74 64 62 49 48 55 66 49 52 60 47 497 71 2039 64
internal_value=0 0.000942028 3.14434e-05 -0.000773335 5.59526e-05 0.000445729 0.00162032 -6.57109e-06 -0.000424112 0.000562373 -1.75579e-06 -0.000260243 -0.00163855 8.39374e-05 2.0974e-05 0.00135137 -0.00125533 5.03881e-05 0.000173233 7.99619e-05 0.000132597
internal_weight=0 124 3620 106 3514 455 127 328 190 138 3059 764 141 2295 2187 108 96 623 568 2091 128
internal_count=3744 124 3620 106 3514 455 127 328 190 138 3059 764 141 2295 2187 108 96 623 568 2091 128
is_linear=0
shrinkage=0.0995203


Tree=4500
num_leaves=15
num_cat=0
split_feature=24 6 3 26 3 6 1 17 2 18 18 18 4 4
split_gain=0.0309767 0.0306263 0.0639869 0.0234247 0.0367183 0.0218823 0.00878308 0.0157389 0.0171564 0.00662977 0.0381552 0.0136804 0.00597577 0.00840102
threshold=-0.070599999999999996 0.11345500000000001 0.095135000000000011 0.096275000000000013 0.10850000000000003 0.12386500000000002 -0.50158499999999984 -0.55754499999999996 -0.19220999999999999 0.089505000000000015 0.092750000000000013 0.087505000000000013 0.10343500000000001 0.085720000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -5 12 -8 -9 11 -11 -10 13 -2
right_child=1 2 3 5 -6 -7 7 8 9 10 -12 -13 -14 -15
leaf_value=-0.0025775228496995569 -0.00099321172004654206 -0.0037881603552310677 0.0024297263415719596 -0.0029472131785304844 -0.0010323606774764148 -3.1823770277374772e-05 0.00164922837477231 -0.0016724710830550501 6.4591912474569658e-06 0.0020316187378340319 -2.2248723191188437e-05 -0.0014247725279303348 -0.0015860502998706315 0.00069588635466437962
leaf_weight=50 71 66 60 47 61 57 59 59 2391 108 521 68 52 49
leaf_count=50 71 66 60 47 61 57 59 59 2391 108 521 68 52 49
internal_value=0 -8.2824e-05 -0.00106247 -0.000259298 0.000677611 -0.00135723 1.32616e-06 3.87376e-05 8.28393e-06 4.06619e-05 0.000329101 -3.27865e-05 -0.000691246 -0.000296675
internal_weight=0 3669 291 225 121 104 3378 3206 3147 3088 629 2459 172 120
internal_count=3719 3669 291 225 121 104 3378 3206 3147 3088 629 2459 172 120
is_linear=0
shrinkage=0.0995203


Tree=4501
num_leaves=13
num_cat=0
split_feature=23 6 3 26 3 6 10 5 1 18 17 18
split_gain=0.0244044 0.0246868 0.0519373 0.0193668 0.0312861 0.0181118 0.00786294 0.0169855 0.0108423 0.00777021 0.0071454 0.00683389
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 -5 7 8 9 -2 -10 -12
right_child=1 2 3 5 -6 -7 -8 -9 10 -11 11 -13
leaf_value=-0.0022894670624604846 -0.0018683850466754898 -0.0034111618997680732 0.0022932951832777809 -0.002487474007423452 -0.00092961982434441621 0.00012638630447808836 -0.001021237418608402 0.0019014180163300482 0.0012016864355029104 -0.0002795783683468341 -6.1375536877921597e-05 0.00030633543389120831
leaf_weight=50 50 66 58 54 61 50 73 47 51 82 2448 629
leaf_count=50 50 66 58 54 61 50 73 47 51 82 2448 629
internal_value=0 -7.50777e-05 -0.000957913 -0.000228168 0.000634334 -0.00122294 1.65111e-07 2.29595e-05 -3.87148e-06 -0.000887601 3.31598e-05 1.35259e-05
internal_weight=0 3669 289 223 119 104 3380 3307 3260 132 3128 3077
internal_count=3719 3669 289 223 119 104 3380 3307 3260 132 3128 3077
is_linear=0
shrinkage=0.0995203


Tree=4502
num_leaves=13
num_cat=0
split_feature=24 6 3 3 3 17 10 19 17 1 2 1
split_gain=0.0221183 0.0201669 0.042511 0.0123634 0.0151609 0.0221369 0.00768401 0.00747047 0.0062325 0.0368956 0.0063992 0.00872495
threshold=-0.070599999999999996 0.11345500000000001 0.09587500000000003 0.14530500000000005 0.10871500000000002 0.32384000000000007 0.090150000000000022 -0.10411999999999999 -0.55754499999999996 -0.50158499999999984 -0.19220999999999999 -0.50597999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 5 -4 7 -2 9 -9 -10 -12
right_child=1 2 3 -5 -6 -7 -8 8 10 -11 11 -13
leaf_value=-0.0021742131231232611 0.0011639615378290637 -0.0029214996184950639 0.00166230277304981 0.0012130040224540104 -0.0017004568842056704 -0.0013291760405204159 -0.0010294189902811165 -0.0012134410136376349 -0.0010645974644977077 0.0026449620822153893 -0.00095511815426031722 2.8770683914056105e-05
leaf_weight=50 56 74 51 50 69 47 70 47 57 51 92 3005
leaf_count=50 56 74 51 50 69 47 70 47 57 51 92 3005
internal_value=0 -6.60938e-05 -0.000861052 -0.000154638 -0.000569014 0.000219261 2.14611e-06 2.42224e-05 4.34411e-06 0.00078615 -1.96884e-05 -1.92568e-07
internal_weight=0 3669 291 217 167 98 3378 3308 3252 98 3154 3097
internal_count=3719 3669 291 217 167 98 3378 3308 3252 98 3154 3097
is_linear=0
shrinkage=0.0995203


Tree=4503
num_leaves=26
num_cat=0
split_feature=26 21 18 26 1 1 19 2 18 26 26 5 26 26 1 1 26 26 1 7 30 21 29 1 2
split_gain=0.0204643 0.00947172 0.0132224 0.0333774 0.0741734 0.0717646 0.0283197 0.0252577 0.0191923 0.0158778 0.0167799 0.0129935 0.00934346 0.0192256 0.00882901 0.0119497 0.0218339 0.0476562 0.0166576 0.00728742 0.0100859 0.00708869 0.00702314 0.00578778 0.00478993
threshold=0.5128250000000002 0.083050000000000027 -0.0060599999999999994 0.088165000000000021 -0.064534999999999995 -0.047239999999999997 0.10583000000000002 -0.072895000000000001 -0.070104999999999987 0.087260000000000018 0.086095000000000019 -0.010764999999999999 -0.2382 -0.13924499999999998 -0.50763499999999995 -0.080500000000000002 0.088055000000000022 0.09167500000000002 -0.091829999999999995 0.053160000000000013 0.086015000000000022 0.085190000000000016 -0.077709999999999987 -0.0027699999999999995 -0.0088099999999999984
decision_type=2 2 2 2 2 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 -6 9 8 -5 10 -1 -11 -3 -14 -4 16 18 -18 -16 20 -17 -15 24 -24 -23
right_child=-2 12 14 4 5 -7 -8 -9 -10 11 -12 -13 13 21 15 19 17 -19 -20 -21 -22 22 23 -25 -26
leaf_value=-0.00014563493821203682 -0.0020461589984348836 -0.0010520309158893616 -0.0012543161353205578 0.00015672421563444995 -0.0060567796713340656 -0.00095978191336834216 0.0022752571854505331 0.0012701287249879995 -0.0014776814115526071 -9.4125228250081498e-05 -0.0017584972793682229 0.0022428159539738379 0.0017207406052329171 0.0011595780189925457 0.0006789424267992551 -0.0003428183183564187 0.0036937476901174478 0.00021135249660928548 -0.001315252855816755 0.00077089453820009652 0.00087920046223215816 -3.8897119675856299e-05 0.00042735550518282285 -6.0535558494690303e-05 -0.0013806122218099873
leaf_weight=526 52 60 48 122 51 60 51 74 168 47 73 46 79 61 94 600 59 116 74 85 75 55 408 582 53
leaf_count=526 52 60 48 122 51 60 51 74 168 47 73 46 79 61 94 600 59 116 74 85 75 55 408 582 53
internal_value=0 -5.72505e-05 -0.000175807 -0.00040446 -0.00105605 -0.00330902 1.09991e-05 -0.000366767 -0.000787281 -0.000154693 -0.000343561 0.00105298 0.000158499 0.000217829 6.54445e-05 0.00012362 0.000611541 0.0013901 -0.00019458 -9.551e-05 -0.000205826 0.00011468 5.58849e-05 0.000139708 -0.000704912
internal_weight=0 3667 2369 1218 475 111 743 364 290 692 599 93 1298 1238 1151 1103 343 175 168 760 675 1159 1098 990 108
internal_count=3719 3667 2369 1218 475 111 743 364 290 692 599 93 1298 1238 1151 1103 343 175 168 760 675 1159 1098 990 108
is_linear=0
shrinkage=0.0995203


Tree=4504
num_leaves=28
num_cat=0
split_feature=8 4 0 21 4 0 0 0 0 8 17 5 1 1 8 1 1 1 4 1 5 17 2 17 17 8 8
split_gain=0.0110901 0.0143815 0.0127573 0.0176663 0.0223508 0.0132756 0.0265839 0.0174472 0.0160934 0.0193492 0.0155715 0.0217831 0.0124646 0.0116794 0.0634451 0.018312 0.00959296 0.00992899 0.00914339 0.0111256 0.00985026 0.00755067 0.0101529 0.00572368 0.0148917 0.0073415 0.00701231
threshold=-0.081234999999999988 0.11240500000000002 -0.14680499999999999 0.087785000000000016 0.08544000000000003 -0.079564999999999983 -0.078809999999999991 -0.080614999999999992 -0.077544999999999989 -0.077074999999999991 -0.17921000000000001 -0.0018599999999999999 0.024780000000000007 0.061835000000000008 -0.086995000000000003 0.0052600000000000017 0.0013500000000000003 -0.0017949999999999999 0.13707500000000003 0.51136500000000018 -0.22999499999999998 0.27052500000000007 -0.080069999999999988 0.047990000000000012 0.18936500000000003 -0.26194999999999996 -0.10833
decision_type=2 2 2 2 2 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 4 -2 7 -7 10 -8 -10 -4 -12 -6 15 23 16 17 21 19 20 -3 22 -1 25 -25 -15 -27
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leaf_value=-0.00027671847054968577 -0.001524491713091535 0.0030308518169850831 0.0019992807877536193 -0.0020205904543660214 0.0020443634721248969 -0.0023269784392052103 0.0014101917143545589 0.0019432023004830549 -0.0018800081995420156 4.8433775391843535e-05 0.00039816409967774501 -0.0017043723228663519 -0.0002461703304388579 -0.00065345707345505766 -0.0041209960074131986 0.0015282125800426087 -0.001496739312226453 0.001330709969009973 6.0082004896301382e-06 0.00012061446679489388 0.00097033786539646449 -0.0010690888663258402 0.00036625567948816849 -0.0019192385494307741 0.00039875244571457489 0.001476477093700966 -0.00014874981555665459
leaf_weight=844 63 47 49 66 47 49 79 76 55 809 377 56 46 61 47 67 51 46 75 48 48 84 341 53 56 56 48
leaf_count=844 63 47 49 66 47 49 79 76 55 809 377 56 46 61 47 67 51 46 75 48 48 84 341 53 56 56 48
internal_value=0 0.000143999 4.96712e-05 -0.000655222 -7.23187e-05 0.000151158 -6.65482e-05 0.000539659 5.00399e-05 -7.33785e-05 0.000316655 0.000124352 0.000902609 -0.000199205 -0.000742098 -7.70222e-05 -0.000156356 -0.000103749 0.000906983 0.0013738 0.00199837 -0.000156391 -9.1003e-05 -0.000159517 -0.000720834 0.000206331 0.000718501
internal_weight=0 1990 1772 222 156 1550 992 558 943 864 482 433 93 1754 321 1433 1366 1315 218 143 95 1269 1185 274 109 165 104
internal_count=3744 1990 1772 222 156 1550 992 558 943 864 482 433 93 1754 321 1433 1366 1315 218 143 95 1269 1185 274 109 165 104
is_linear=0
shrinkage=0.0995203


Tree=4505
num_leaves=23
num_cat=0
split_feature=22 0 17 9 3 0 8 26 20 2 2 8 3 26 29 2 2 9 8 9 9 3
split_gain=0.0100232 0.00862829 0.00938093 0.0341149 0.0174536 0.0156431 0.0160897 0.00849411 0.0102761 0.0147973 0.0165331 0.0162449 0.0118682 0.00741778 0.00776355 0.00848568 0.0242192 0.0160632 0.0122216 0.0320501 0.0166669 0.00731092
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decision_type=2 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 7 4 -4 -5 -7 -3 12 10 -10 -11 21 14 -1 18 -17 -18 20 -20 -16 -9
right_child=-2 2 3 5 -6 6 -8 8 9 11 -12 -13 -14 -15 15 16 17 -19 19 -21 -22 -23
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leaf_weight=62 65 72 57 65 47 50 70 80 170 949 62 54 49 75 108 49 989 246 102 173 77 73
leaf_count=62 65 72 57 65 47 50 70 80 170 949 62 54 49 75 108 49 989 246 102 173 77 73
internal_value=0 -3.67132e-05 0.000118896 0.000638423 0.00208115 -0.000168196 0.000500297 1.88547e-05 7.22396e-05 -3.47596e-05 0.000680705 -0.000201067 0.00073047 -0.000185891 -0.000226517 -0.000265781 -0.000397304 -0.000310456 9.95609e-05 0.000521797 -0.000523663 0.000292534
internal_weight=0 3679 1798 289 104 185 120 1509 1437 1235 232 1003 202 1881 1806 1744 1284 1235 460 275 185 153
internal_count=3744 3679 1798 289 104 185 120 1509 1437 1235 232 1003 202 1881 1806 1744 1284 1235 460 275 185 153
is_linear=0
shrinkage=0.0995203


Tree=4506
num_leaves=24
num_cat=0
split_feature=8 6 8 2 1 18 8 22 0 6 2 9 9 9 4 10 0 27 0 8 18 8 1
split_gain=0.00877334 0.013118 0.0183916 0.0319811 0.058472 0.0621027 0.0101444 0.00901291 0.0115392 0.018141 0.0208393 0.00963227 0.0223584 0.0198056 0.0137514 0.0160406 0.00893523 0.00677717 0.00671989 0.00616577 0.0326028 0.0147303 0.00259448
threshold=-0.081864999999999993 0.11413500000000003 -0.083849999999999994 -0.080604999999999996 -0.085184999999999997 -0.023444999999999997 -0.084514999999999993 0.12223500000000002 -0.14680499999999999 -0.097455 0.096520000000000022 0.086155000000000023 0.08401500000000002 0.087215000000000015 0.10739000000000003 0.086165000000000019 -0.110495 0.092320000000000027 -0.080974999999999991 -0.085385000000000003 -0.011039999999999999 -0.085814999999999989 0.22584000000000004
decision_type=2 2 2 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 -6 17 8 9 -2 -11 12 16 -13 15 -15 -10 19 -18 21 -21 -1 -19
right_child=7 -3 3 -5 5 -7 -8 -9 11 10 -12 13 -14 14 -16 -17 18 22 -20 20 -22 -23 -24
leaf_value=-0.00024344091948929114 -0.0018280979678011512 0.0012611212581790181 0.0007027770406275144 0.00071911968358463806 -0.00099595804763834067 -0.0059938795317964659 0.0010002727941547385 0.0013941092335396669 0.001537606757931419 0.0011135718225685313 -0.0011313479146636586 -0.0019489577460656076 0.0019716843860361861 0.00011182439096177568 0.0014871860936735112 -0.0016602776833618028 -0.00082619352939803411 0.001177989989037303 0.0002736459886006763 -0.0025001981923831887 0.00097117873683459199 0.0014110706365814247 0.00012170209875731225
leaf_weight=1064 76 60 56 68 54 46 78 54 46 85 79 48 90 1105 68 53 68 46 286 60 48 56 50
leaf_count=1064 76 60 56 68 54 46 78 54 46 85 79 48 90 1105 68 53 68 46 286 60 48 56 50
internal_value=0 -0.000181843 -0.000235592 -0.00107333 -0.0018599 -0.00330319 -0.000101161 0.000124322 8.96979e-05 -0.00055691 2.71859e-05 0.000178136 0.000553228 3.3227e-05 0.000111501 3.00108e-05 0.000232029 -0.000166668 6.00648e-05 -0.000230112 -0.000949784 -0.000159984 0.000636368
internal_weight=0 1686 1626 224 156 100 1402 2058 2004 240 164 1764 490 1274 1226 1158 400 1324 354 1228 108 1120 96
internal_count=3744 1686 1626 224 156 100 1402 2058 2004 240 164 1764 490 1274 1226 1158 400 1324 354 1228 108 1120 96
is_linear=0
shrinkage=0.0995203


Tree=4507
num_leaves=26
num_cat=0
split_feature=8 4 4 4 8 9 6 9 23 26 2 6 9 9 5 6 6 8 8 17 9 19 2 0 27
split_gain=0.00733681 0.00966704 0.0124704 0.0120869 0.0123677 0.0200093 0.0138205 0.0133305 0.0109489 0.0153686 0.0105559 0.00910865 0.00851224 0.0167195 0.0383938 0.0469857 0.013914 0.0152168 0.0304249 0.0266065 0.00998257 0.00978053 0.00759811 0.0059879 0.00302593
threshold=-0.081234999999999988 0.11240500000000002 0.10845500000000002 0.10423500000000002 -0.0077949999999999998 0.08597500000000001 -0.11533 0.087435000000000027 -0.046924999999999994 -1.0000000180025095e-35 -0.017704999999999995 -0.091244999999999993 0.09296500000000002 0.08888500000000002 -0.12429 0.091795000000000015 0.10449000000000003 -0.083390000000000006 -0.083944999999999992 -0.016659999999999998 0.09667000000000002 0.11183000000000003 -0.026175 -0.082224999999999993 0.076195000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 5 10 -6 -7 -3 22 -2 -8 13 16 -15 23 17 18 21 -19 -14 -1 -10 -16 -22
right_child=1 8 -4 -5 6 7 11 -9 9 -11 -12 -13 20 14 15 -17 -18 19 -20 -21 24 -23 -24 -25 -26
leaf_value=-0.00021151786285088722 0.0024477962235868326 -0.00053746975537191937 -0.0015071854407519348 0.0013312483708333878 -0.0014731197508713021 -0.0014366672975639858 0.00095763416670514509 0.00020808636991570618 0.0011619090069488395 0.0021921312719806372 0.00041221179714058081 -0.0002530114423752569 0.0015113237915047411 -0.0034355507486514537 0.00023634090710953655 -0.0024788075217317181 0.0014599187187417731 3.7812663510132325e-05 0.0024653482141544511 -0.0025342953274862055 -0.00051908184056727769 0.0012251245590424802 -0.00063198741988169417 0.0017679949591411163 0.00051055955596082095
leaf_weight=1051 59 50 50 74 85 52 69 778 47 75 46 559 62 51 54 62 54 91 46 70 63 49 46 50 51
leaf_count=1051 59 50 50 74 85 52 69 778 47 75 46 559 62 51 54 62 54 91 46 70 63 49 46 50 51
internal_value=0 0.000118705 4.12796e-05 8.67163e-05 3.03364e-05 0.000268861 -0.000281307 0.000104055 0.000744294 0.00113064 0.00156381 -0.000118691 -0.000160443 -0.000234014 -0.00104571 -0.000306546 -0.000103994 -0.000169235 -4.12136e-05 -0.00107541 0.000494537 -0.000146778 0.000265803 0.000980585 -5.12718e-05
internal_weight=0 1990 1772 1722 1648 935 713 830 218 168 105 628 1754 1578 217 166 1361 1307 1146 161 176 1100 93 104 114
internal_count=3744 1990 1772 1722 1648 935 713 830 218 168 105 628 1754 1578 217 166 1361 1307 1146 161 176 1100 93 104 114
is_linear=0
shrinkage=0.0995203


Tree=4508
num_leaves=13
num_cat=0
split_feature=3 18 8 21 6 9 7 6 9 9 21 4
split_gain=0.0227788 0.0521066 0.0619791 0.0127837 0.0113916 0.0114444 0.0116841 0.0107391 0.00724265 0.00673512 0.00503614 0.00748957
threshold=0.083955000000000016 -0.010395 -0.082584999999999992 0.17920500000000003 -0.48214499999999999 -0.25326499999999996 -0.074779999999999999 0.079640000000000016 0.13087500000000005 0.11351500000000002 0.084260000000000015 0.12205500000000002
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 -8 11 -3
right_child=3 7 -4 -5 5 6 8 -9 -10 -11 -12 -13
leaf_value=0.0045741934873785852 0.0015549448389159688 0.001504159799885905 0.00030766795052312139 -0.0015581979258062208 -0.001563907113489187 0.0015098136241752348 -1.4695844291085399e-05 -0.0010393071448281592 0.0010155707873139338 -0.00074970856484119657 -0.00043931374988118339 1.6884843755062319e-05
leaf_weight=65 46 61 71 53 47 50 2960 76 65 129 55 77
leaf_count=65 46 61 71 53 47 50 2960 76 65 129 55 77
internal_value=0 0.000765161 0.00235284 -2.48567e-05 0 -2.22125e-05 1.47358e-07 -3.44873e-05 -2.35257e-05 -4.56558e-05 0.000356952 0.000680236
internal_weight=0 405 136 3350 3297 3251 3204 269 3154 3089 193 138
internal_count=3755 405 136 3350 3297 3251 3204 269 3154 3089 193 138
is_linear=0
shrinkage=0.0995203


Tree=4509
num_leaves=25
num_cat=0
split_feature=3 18 9 5 4 5 6 5 21 21 3 17 5 6 1 18 20 18 20 3 3 3 6 6
split_gain=0.0184818 0.0422744 0.0429371 0.0139887 0.020021 0.0245758 0.0222474 0.0199296 0.0190083 0.0155537 0.0121167 0.0138447 0.0185408 0.00897911 0.00888435 0.0163934 0.00775529 0.0179707 0.0112294 0.00924621 0.0469752 0.00877821 0.0082662 0.00486795
threshold=0.083955000000000016 -0.010395 0.083235000000000017 -0.14118999999999998 0.10777500000000002 0.19791500000000004 -0.083069999999999991 -0.16926499999999997 0.10683000000000002 -0.091869999999999993 0.14530500000000005 0.22924500000000006 -0.39954499999999998 -0.045589999999999999 0.039665000000000013 0.063210000000000016 -0.079864999999999992 0.086065000000000016 -0.083330000000000001 0.11125500000000002 0.11387500000000002 0.10708000000000002 -0.080534999999999995 -0.48214499999999999
decision_type=2 2 2 2 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 9 6 -6 10 -8 -5 11 12 13 -2 15 -3 17 18 -11 21 -21 -18 -19 -16
right_child=3 14 -4 4 5 -7 8 -9 -10 16 -12 -13 -14 -15 23 -17 19 22 -20 20 -22 -23 -24 -25
leaf_value=0.00069446528617483796 -0.00027974077341316289 -0.0017552432180987184 0.0043351465241148546 0.0015969129006883343 -0.0022505409224725997 -0.0031102269104058616 0.0017814308139576277 0.0020528899062975574 -0.0010303478804170472 -0.00031366161589809155 0.0012519232471410438 0.001069564965899443 -0.0019154751665344779 0.0010944735051206273 -0.00019902371802752762 0.00036973953942722994 -2.9127795587024721e-05 0.0017712522146958243 -0.0013923069845126832 0.0033735439354508215 -5.6567899483585599e-05 -0.0011596548086986787 -8.9805190736484927e-05 0.001073374053128165
leaf_weight=83 206 64 53 56 46 46 49 66 46 268 91 91 59 61 47 81 1680 46 151 48 222 71 47 77
leaf_count=83 206 64 53 56 46 46 49 66 46 268 91 91 59 61 47 81 1680 46 151 48 222 71 47 77
internal_value=0 0.000689213 0.00211928 -2.23829e-05 -0.00011509 -0.00110973 -0.000451282 0.000424544 0.000411321 -4.2932e-05 0.000211375 -1.37355e-05 -0.00031864 3.11524e-05 -3.07523e-05 -0.000562538 -7.95092e-05 -0.000425511 -0.00070434 7.74175e-06 0.000550198 -7.54362e-05 0.000821916 0.000584493
internal_weight=0 405 136 3350 2776 187 141 574 95 2589 508 417 326 267 269 145 2533 512 419 2021 270 1751 93 124
internal_count=3755 405 136 3350 2776 187 141 574 95 2589 508 417 326 267 269 145 2533 512 419 2021 270 1751 93 124
is_linear=0
shrinkage=0.0995203


Tree=4510
num_leaves=14
num_cat=0
split_feature=3 18 8 21 6 9 7 6 36 13 18 18 3
split_gain=0.0149987 0.0342995 0.0486755 0.00879491 0.00852024 0.00973915 0.0093044 0.00792566 0.00791038 0.011292 0.00616673 0.0223158 0.0110606
threshold=0.083955000000000016 -0.010395 -0.082584999999999992 0.17920500000000003 -0.48214499999999999 -0.25326499999999996 -0.074779999999999999 0.079640000000000016 0.08605500000000002 1.0000000180025095e-35 -0.011835 -0.010029999999999999 0.084855000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 -7 8 9 -3 12 -12 -8
right_child=3 7 -4 -5 5 6 10 -9 -10 -11 11 -13 -14
leaf_value=0.0038770560558340377 0.00134519345559355 0.0019342888948963677 9.5666647431105623e-05 -0.0012920267688018841 -0.0014410135527454172 0.0013490111069793366 -0.0013018818424376719 -0.000891017511324926 -0.00039567716747267292 -9.7936088952884276e-05 0.0021385129861026353 4.4001036219651906e-05 -0.00010328125673452362
leaf_weight=65 46 52 71 53 47 50 81 76 86 55 52 1661 1360
leaf_count=65 46 52 71 53 47 50 81 76 86 55 52 1661 1360
internal_value=0 0.000620823 0.00190897 -2.0204e-05 0 -1.87896e-05 1.81776e-06 -2.7389e-05 0.000308451 0.000882037 -1.92796e-05 0.00010806 -0.000171224
internal_weight=0 405 136 3350 3297 3251 3204 269 193 107 3154 1713 1441
internal_count=3755 405 136 3350 3297 3251 3204 269 193 107 3154 1713 1441
is_linear=0
shrinkage=0.0995203


Tree=4511
num_leaves=15
num_cat=0
split_feature=28 5 0 5 1 5 0 0 9 2 9 7 2 9
split_gain=0.0136076 0.00944015 0.0164095 0.0146377 0.0209861 0.0109175 0.00931855 0.0148026 0.00692709 0.00669154 0.00601343 0.0250638 0.024588 0.00920361
threshold=0.083225000000000021 0.066815000000000027 -0.092474999999999988 0.057175000000000011 -0.089819999999999997 0.11083500000000003 -0.08076499999999999 -0.07664 0.13087500000000005 -0.077714999999999992 0.11296000000000002 0.089755000000000015 -0.063744999999999982 0.094010000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 -5 -4 -7 -8 10 -9 11 13 -12 -1
right_child=-2 2 5 4 -6 6 7 9 -10 -11 12 -13 -14 -15
leaf_value=9.085140296512061e-05 0.0014185660843923583 -0.0019630326101338744 -0.0013746355053096341 0.0027045210644577808 -7.2284343018721203e-05 0.00090609922766816443 -0.001602427191443694 0.00037540692445409526 0.00096396409017530319 -0.00034365224997692139 0.00079956096754950367 0.0022017062810730345 -0.0022246588269206084 -0.00045657773397632286
leaf_weight=2195 70 54 67 51 56 89 65 240 81 275 53 53 53 353
leaf_count=2195 70 54 67 51 56 89 65 240 81 275 53 53 53 353
internal_value=0 1.75105e-05 -0.000287145 0.000100929 0.00124359 -0.000163074 -4.05128e-05 -0.00018718 5.67815e-05 -6.96714e-06 2.9334e-05 5.95684e-05 -0.000704826 1.46893e-05
internal_weight=0 3685 790 2895 107 736 669 580 2788 515 2707 2601 106 2548
internal_count=3755 3685 790 2895 107 736 669 580 2788 515 2707 2601 106 2548
is_linear=0
shrinkage=0.0995203


Tree=4512
num_leaves=26
num_cat=0
split_feature=9 9 9 5 2 26 1 5 9 1 8 2 2 8 3 2 8 1 8 8 2 3 3 8 20
split_gain=0.00755815 0.00991413 0.0095404 0.0163625 0.0159613 0.014687 0.00790623 0.00920212 0.00721003 0.0285948 0.0256119 0.00814936 0.013906 0.0128871 0.015939 0.00680126 0.0066235 0.0155253 0.00521257 0.0105987 0.0251996 0.00739453 0.0291019 0.00533248 0.00170143
threshold=0.085765000000000022 0.086070000000000021 0.084595000000000017 -0.0050400000000000002 -0.085944999999999994 0.087260000000000018 -0.50388999999999995 0.63223000000000018 0.083875000000000019 -0.081594999999999987 -0.086404999999999996 -0.086414999999999992 -0.047824999999999999 -0.082739999999999994 0.083815000000000014 -0.086554999999999993 -0.51030999999999993 -0.50597999999999999 -0.090969999999999995 -0.097249999999999989 -0.079844999999999985 0.08511500000000001 0.087170000000000011 -0.11061499999999999 -0.010035000000000001
decision_type=2 2 2 2 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 -4 24 -3 18 11 15 -11 13 -13 14 -1 -10 -14 -18 19 23 -21 -20 -23 -8 -6
right_child=1 6 3 -5 5 -7 7 -9 9 10 -12 12 16 -15 -16 -17 17 -19 21 20 -22 22 -24 -25 -26
leaf_value=-0.00012776964517844752 0.001457650257747248 0.0012591106242725236 0.001212269706099402 -0.0020222557928425444 0.00026962220293106639 -0.002300969757598928 -0.00027240880936845244 -0.00128990484980787 1.1022382050306314e-05 0 0.0030593148588713816 0.0012543248470118303 0.00076993103375931225 0.00019079530085571673 -0.0023340672676384956 -0.0016308091719339612 -0.0016428286605610022 -0.00014891065854897434 -0.0009802845243595149 -0.0027209218895438763 0.00044602098005603995 0.0017440262515320854 1.3107398322250878e-05 0.00089787471508491988 -0.00055850632962997767
leaf_weight=58 48 49 51 76 49 46 134 55 48 54 54 69 63 82 76 50 76 762 62 52 47 103 1474 54 48
leaf_count=58 48 49 51 76 49 46 134 55 48 54 54 69 63 82 76 50 76 762 62 52 47 103 1474 54 48
internal_value=0 4.38751e-05 -0.000240587 -0.000782619 -0.000292769 -0.000835255 1.00426e-05 -2.04399e-05 -0.000134864 0.000407168 0.00152674 -0.000229701 -0.000105621 -0.000783123 -0.00138521 -0.000818294 -0.000210676 -0.000285374 1.53867e-05 -0.000375345 -0.00120916 8.43059e-05 0.00012668 5.93822e-05 -0.000131734
internal_weight=0 2078 1662 270 194 143 2030 1981 1392 206 108 1186 970 216 134 98 901 838 1926 287 99 1639 1577 188 97
internal_count=3740 2078 1662 270 194 143 2030 1981 1392 206 108 1186 970 216 134 98 901 838 1926 287 99 1639 1577 188 97
is_linear=0
shrinkage=0.0995203


Tree=4513
num_leaves=18
num_cat=0
split_feature=28 9 9 9 0 9 6 8 6 8 2 5 5 3 3 5 3
split_gain=0.00673376 0.00561078 0.0170831 0.0130552 0.0541701 0.00902994 0.00794659 0.008158 0.0171483 0.0160106 0.0235362 0.00970655 0.00738982 0.0137675 0.0145567 0.013306 0.00860663
threshold=0.10217500000000003 0.094835000000000017 0.095950000000000021 0.093705000000000024 -0.077544999999999989 0.093235000000000026 0.12638500000000005 -0.063559999999999992 0.096435000000000021 -0.069939999999999988 -0.077544999999999989 0.51390500000000017 0.27139000000000008 0.090435000000000029 0.11492500000000001 0.26411500000000004 0.11523000000000001
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 -5 12 7 9 11 10 -4 -9 15 -14 -15 16 -1
right_child=-2 2 6 4 -6 -7 -8 8 -10 -11 -12 -13 13 14 -16 -17 -18
leaf_value=-4.7808256780532744e-05 -0.0012716251939543222 0.001455810407091197 0.0015175325505626786 0.0010070935629122783 -0.0036897231609426778 0.0012816061033497038 0.00095911961846258836 0.00012981253669876384 -0.0021785542000640375 0.0014829702059933677 -0.00079245707865440785 -0.0012634460482664972 0.0019519960170692712 -0.00082960139377042047 0.0013868818370823971 -0.0016984524449555278 -0.00060717968308200926
leaf_weight=2187 46 91 60 50 47 47 78 243 48 80 160 62 48 81 46 54 312
leaf_count=2187 46 91 60 50 47 47 78 243 48 80 160 62 48 81 46 54 312
internal_value=0 -5.89554e-05 0.000169885 -0.000124737 -0.00126024 -8.47506e-05 8.68393e-06 -0.000103591 -0.000428782 0.000276322 -0.000158739 -0.000150723 -0.000108591 0.00051597 -2.03346e-05 -0.000151724 -0.000117973
internal_weight=0 3694 822 2872 97 2775 731 653 353 300 220 305 2728 175 127 2553 2499
internal_count=3740 3694 822 2872 97 2775 731 653 353 300 220 305 2728 175 127 2553 2499
is_linear=0
shrinkage=0.0995203


Tree=4514
num_leaves=13
num_cat=0
split_feature=28 7 4 3 17 5 4 5 3 1 4 5
split_gain=0.00545951 0.00514978 0.00561198 0.00716378 0.0183927 0.0163863 0.031152 0.0251292 0.00781366 0.00713074 0.0194992 0.0100338
threshold=0.10217500000000003 -0.10984999999999999 0.15221500000000004 0.083875000000000019 0.11012500000000003 -0.011514999999999999 0.076195000000000027 -0.031929999999999993 0.084290000000000018 -0.50388999999999995 0.085720000000000018 0.6362850000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3 -5 10 -10 -11
right_child=-2 2 -4 8 -6 6 -8 -9 9 11 -12 -13
leaf_value=-0.00091811359566644664 -0.001145072921037366 -0.00025331940247892319 0.00094210070521062381 0.00099257823366727719 -0.0023298706531382192 -0.0030498725554645219 9.8746141486934479e-05 0.0023826936289345949 -0.00056656122403840711 -3.7124515758656573e-05 0.0018751347648781663 -0.0015191209176733422
leaf_weight=67 46 149 57 76 46 49 84 47 62 2944 67 46
leaf_count=67 46 149 57 76 46 49 84 47 62 2944 67 46
internal_value=0 -5.3044e-05 -3.68383e-05 -5.26977e-05 -0.000464217 -0.000200877 -0.00105512 0.00037461 -4.14113e-06 -2.86905e-05 0.000695261 -6.01983e-05
internal_weight=0 3694 3627 3570 375 329 133 196 3195 3119 129 2990
internal_count=3740 3694 3627 3570 375 329 133 196 3195 3119 129 2990
is_linear=0
shrinkage=0.0995203


Tree=4515
num_leaves=29
num_cat=0
split_feature=9 18 9 5 6 9 18 6 18 18 1 1 1 9 18 8 1 9 5 18 26 18 19 19 6 6 0 2
split_gain=0.0052951 0.00882052 0.0164202 0.0146956 0.0131175 0.0166822 0.0119036 0.0173006 0.00982594 0.0223153 0.017942 0.0203985 0.0203465 0.0215435 0.0131112 0.0115381 0.0193808 0.00829425 0.0130896 0.0173318 0.0132231 0.00671953 0.0110616 0.0164109 0.0109856 0.0160031 0.00428352 0.00299146
threshold=0.085765000000000022 0.095920000000000019 0.086155000000000023 -0.068984999999999991 0.093595000000000025 0.088710000000000025 0.15374500000000005 0.09840500000000002 -0.085709999999999995 -0.089674999999999991 -0.081224999999999992 -0.079434999999999992 -0.083284999999999984 0.087695000000000009 0.085685000000000025 -0.079585000000000003 -0.082489999999999994 0.084595000000000017 -0.0050400000000000002 -0.01137 0.08734500000000002 0.14607000000000003 0.11174500000000002 0.093310000000000018 0.10384500000000003 0.087765000000000024 -0.085054999999999992 -0.079284999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 -2 4 5 -3 7 -5 9 15 12 -12 13 -10 -13 -4 -17 21 19 -19 -21 22 23 24 25 -1 -7 -8
right_child=1 3 8 6 -6 26 27 -9 10 -11 11 14 -14 -15 -16 16 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.0001855643019498627 0.0018120759407619128 -0.0019454077381082764 0.0011140394387031225 -0.00014030747639880671 -0.0020058552811343063 0.00096986662286692525 4.0993157649804236e-06 0.0023193279302555474 0.0023736796380396737 -0.0019580031035982986 -0.0017653436482534324 1.570440061540154e-05 0.0027711448370352164 -3.98087048850494e-05 0.0012395156000220813 -0.0014244182954083666 0.00024577246302016356 0.00085803882147328912 -0.001806808334089582 -0.00015598508955041665 -0.0023549591373299662 0.00098221720668446584 -0.0014719358410160796 0.0015430376693867421 -0.0016655306793548613 0.0014203392058949305 -0.00031837653342227493 -0.0010534952426804352
leaf_weight=1108 57 46 74 64 74 52 49 50 48 68 58 710 51 152 99 99 224 80 76 68 46 55 59 59 46 65 49 54
leaf_count=1108 57 46 74 64 74 52 49 50 48 68 58 710 51 152 99 99 224 80 76 68 46 55 59 59 46 65 49 54
internal_value=0 4.54834e-05 0.000151794 -0.000350706 -0.000922661 -0.000371811 0.00022802 0.0009313 9.14942e-05 -0.000292153 0.000251794 3.63001e-05 0.000992886 0.000535336 0.000166478 -4.7562e-06 -0.000263609 -0.000192605 -0.000697882 -0.000259237 -0.00105047 -9.40101e-05 -0.000138895 -7.67134e-05 -0.000155781 -9.58777e-05 0.000336772 -0.00054242
internal_weight=0 2078 1640 438 221 147 217 114 1583 465 1118 867 251 200 809 397 323 1662 270 194 114 1392 1337 1278 1219 1173 101 103
internal_count=3740 2078 1640 438 221 147 217 114 1583 465 1118 867 251 200 809 397 323 1662 270 194 114 1392 1337 1278 1219 1173 101 103
is_linear=0
shrinkage=0.0995203


Tree=4516
num_leaves=13
num_cat=0
split_feature=7 21 21 6 23 6 19 3 7 0 6 6
split_gain=0.0057006 0.00479195 0.0147444 0.0131671 0.0110298 0.00828215 0.0131544 0.0122456 0.00701366 0.00594184 0.0204603 0.00538608
threshold=0.093110000000000012 -0.076335 -0.032929999999999994 -0.031674999999999995 -0.022119999999999997 -0.01146 0.10583000000000002 0.090765000000000026 -0.040094999999999999 -0.20796499999999998 -0.095814999999999997 0.18123500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -5 7 -7 -6 10 -10 -11
right_child=-2 2 4 5 8 6 -8 -9 9 11 -12 -13
leaf_value=0.0016088192599810259 0.00087505674738806878 -0.0015204397133883904 0.0012177507752352983 -0.0010381193473303831 -0.00092643714217992799 -0.0012057809074910056 0.00166834925740569 0.00071891778221168118 0.0022439095031344339 -6.1482739682143327e-05 -0.00062576518223007155 0.0010228536863763427
leaf_weight=66 73 66 70 56 87 62 53 69 47 3008 51 46
leaf_count=66 73 66 70 56 87 62 53 69 47 3008 51 46
internal_value=0 -1.30155e-05 -4.74209e-05 0.000363781 -1.77932e-05 1.79838e-05 0.000343856 -0.000185759 -4.47481e-05 -2.01524e-05 0.000742154 -4.48822e-05
internal_weight=0 3681 3375 306 3309 240 184 131 3239 3152 98 3054
internal_count=3754 3681 3375 306 3309 240 184 131 3239 3152 98 3054
is_linear=0
shrinkage=0.0995203


Tree=4517
num_leaves=14
num_cat=0
split_feature=12 9 17 5 5 5 2 17 17 5 17 17 17
split_gain=0.00502132 0.0147181 0.00424241 0.0172336 0.0183634 0.0142645 0.0136892 0.00795807 0.00751128 0.00720061 0.00482725 0.00956406 0.00781854
threshold=-0.082629999999999995 -0.26414499999999996 0.32384000000000007 -0.042209999999999991 0.057175000000000011 -0.080724999999999991 -0.070354999999999987 0.26430000000000003 0.22924500000000006 -0.1807 -0.067414999999999989 -0.078119999999999995 -0.049834999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 5 6 9 -5 8 10 -4 11 -3 -12
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11 12 -13 -14
leaf_value=-0.00085648763141324749 0.00163511429126766 2.5759314517645515e-05 0.0013013017640481569 -0.0020926144099021474 0.0011034223003897278 0.0024190044563927402 6.3175441007525031e-05 -0.00095813719460747962 0.0011837363940252028 -0.00019886940777981402 -0.0010157149041672541 0.00096801167754856149 -9.1068811987402327e-05
leaf_weight=66 55 1237 55 63 55 51 53 91 51 73 96 117 1691
leaf_count=66 55 1237 55 63 55 51 53 91 51 73 96 117 1691
internal_value=0 1.92488e-05 -4.98847e-06 0.000324125 -0.000386906 0.00100795 -0.00110058 -4.03246e-05 -1.39024e-05 0.00043934 -3.3609e-05 0.000107785 -0.0001412
internal_weight=0 3688 3633 350 171 179 116 3283 3192 128 3141 1354 1787
internal_count=3754 3688 3633 350 171 179 116 3283 3192 128 3141 1354 1787
is_linear=0
shrinkage=0.0995203


Tree=4518
num_leaves=8
num_cat=0
split_feature=7 3 3 7 7 10 10
split_gain=0.00469464 0.00452353 0.00457351 0.00432703 0.00848972 0.00462737 0.00858221
threshold=0.093110000000000012 0.31589000000000006 0.16637500000000002 0.078295000000000017 0.053160000000000013 0.090150000000000022 0.086275000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-2.2007031640270635e-05 0.00079375566458421995 -0.00091633673046234514 0.0009766188337135503 -0.00087947658545345711 0.0012290287031743834 -0.00087631905040391365 0.0012312945240693755
leaf_weight=3353 73 54 47 56 55 61 55
leaf_count=3353 73 54 47 56 55 61 55
internal_value=0 -1.21595e-05 1.07653e-06 -1.15022e-05 2.05851e-06 -1.71588e-05 -1.5404e-06
internal_weight=0 3681 3627 3580 3524 3469 3408
internal_count=3754 3681 3627 3580 3524 3469 3408
is_linear=0
shrinkage=0.0995203


Tree=4519
num_leaves=26
num_cat=0
split_feature=18 18 2 18 21 2 20 18 3 18 7 21 2 2 21 2 18 2 8 5 18 8 7 8 3
split_gain=0.00505922 0.0101476 0.00876988 0.018534 0.01751 0.0130815 0.00859146 0.0175666 0.0148928 0.0142979 0.00806886 0.00775838 0.0145455 0.0200216 0.0141158 0.0154226 0.0325574 0.0270559 0.00741265 0.0103531 0.0100649 0.00698048 0.00780042 0.00710682 0.00683812
threshold=0.09679500000000002 0.10085500000000001 -0.077945 0.088635000000000019 0.08846500000000003 -0.079149999999999984 -0.053499999999999999 0.10698500000000001 0.11553000000000002 0.11362500000000002 -0.073659999999999989 0.095375000000000029 -0.084924999999999987 -0.095204999999999998 0.090995000000000006 -0.081604999999999997 0.087505000000000013 -0.081915000000000002 -0.068549999999999986 -0.068984999999999991 0.14607000000000003 -0.51030999999999993 0.069395000000000026 -0.10833 0.098755000000000023
decision_type=2 2 2 2 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 -5 11 8 -8 24 -9 -4 14 13 -13 15 17 -17 -1 19 -11 -20 -12 23 -23 -3
right_child=1 6 3 4 -6 -7 7 9 -10 18 21 12 -14 -15 -16 16 -18 -19 20 -21 -22 22 -24 -25 -26
leaf_value=-8.6326913853891052e-05 -0.0015512793796577827 0.00040350955311236432 -0.0010648764599478055 0.0029284555626740332 0.00019091464241837442 -0.0013650243994377381 -0.0019808027935675821 0.0014915355919688754 0.0018722456416774473 -0.0009161418972480006 0.0013292861654128657 0.00079777136727630471 0.0015034951545332008 -0.0018122096629878226 -0.0015221330770321059 0.0015860516504305399 -0.00098325931588073043 -0.002496631655247905 -0.0017657528210358988 0.00081986091975825323 4.9084972605452332e-05 -0.00063603714551547315 0.0014029019713317963 0.00018194796966880368 -0.0011099733763191022
leaf_weight=1215 55 82 52 48 46 76 59 47 51 58 52 79 89 46 67 146 73 48 68 82 53 118 47 951 46
leaf_count=1215 55 82 52 48 46 76 59 47 51 58 52 79 89 46 67 146 73 48 68 82 53 118 47 951 46
internal_value=0 -0.000261449 5.3601e-05 0.000250115 0.00159752 -8.63669e-05 -0.000130022 -0.000406877 0.000433037 -0.00010272 0.000145628 -3.07818e-05 0.000530249 -0.000156153 -0.000108819 -4.43715e-05 0.000725877 -0.000178578 -0.000392945 9.48124e-05 -0.000964059 0.000200221 0.000146879 9.08901e-05 -0.000134003
internal_weight=0 601 3153 1314 94 1839 546 367 179 308 1220 1763 214 125 1549 1482 219 1263 261 140 121 1168 1116 1069 128
internal_count=3754 601 3153 1314 94 1839 546 367 179 308 1220 1763 214 125 1549 1482 219 1263 261 140 121 1168 1116 1069 128
is_linear=0
shrinkage=0.0995203


Tree=4520
num_leaves=24
num_cat=0
split_feature=20 18 3 3 1 18 2 18 2 3 6 1 17 17 3 6 6 6 18 2 6 7 5
split_gain=0.00978955 0.0109445 0.0228331 0.0341503 0.0558349 0.0132851 0.0166863 0.0469462 0.0365373 0.0236393 0.0160947 0.0129066 0.010062 0.01466 0.0347405 0.016874 0.00882122 0.00984994 0.00817635 0.024817 0.0140011 0.00890097 0.00884129
threshold=-0.24910499999999999 -0.074709999999999985 0.086015000000000022 0.081685000000000021 -0.091829999999999995 -0.07989499999999998 -0.069815000000000002 -0.093130000000000004 -0.076254999999999989 0.087045000000000025 -0.03764 -0.016029999999999999 0.043850000000000007 0.066010000000000027 0.094525000000000012 0.11816500000000002 0.096575000000000022 0.088845000000000021 0.15374500000000005 -0.06454 0.11481500000000001 0.07988000000000002 0.22078000000000006
decision_type=2 2 2 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 8 10 9 -4 -8 -6 18 14 -14 16 17 -15 20 -20 21 22 -3
right_child=1 12 5 4 11 -7 7 -9 -10 -11 -12 -13 13 15 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0011622572247807017 -0.00095088339159228423 0.00014389183882505016 -0.0020035745443349501 0.0043149106180242645 -0.00044428472772599636 0.0016809452347118722 0.0011893520890639843 0.0032726438966206085 -0.0025752856774486415 0.00017004383192130426 -0.001138906076864612 0.0017378250947070791 -0.0029886907004731318 -2.8082469493914181e-05 0.00013208078947539155 -0.0020141515080918022 0.00092392738273595269 -0.0012934824963628032 0.00038538211342669943 -0.002582483203725363 0.0017917817374853422 -0.0012759892212592641 -0.00068583930709316225
leaf_weight=74 56 1474 55 60 60 46 47 53 63 499 78 48 66 440 75 47 79 71 70 46 46 50 139
leaf_count=74 56 1474 55 60 60 46 47 53 63 499 78 48 66 440 75 47 79 71 70 46 46 50 139
internal_value=0 5.82636e-06 0.000274793 0.00116779 0.00187889 3.597e-05 -5.81813e-05 0.000789411 -0.000304032 -4.42711e-05 -0.000256932 0.000517962 -0.000103905 -0.000403644 -0.0013229 -0.000198881 -5.28869e-05 -0.000205503 2.34253e-05 -0.000784473 7.87412e-05 3.08648e-05 7.18824e-05
internal_weight=0 3668 1065 224 168 841 795 178 617 554 125 108 2603 778 141 637 590 511 1825 116 1709 1663 1613
internal_count=3742 3668 1065 224 168 841 795 178 617 554 125 108 2603 778 141 637 590 511 1825 116 1709 1663 1613
is_linear=0
shrinkage=0.0995203


Tree=4521
num_leaves=22
num_cat=0
split_feature=5 5 17 3 20 2 26 6 26 20 2 2 4 3 6 6 26 5 6 6 6
split_gain=0.00941062 0.0201169 0.0141819 0.0442367 0.0157966 0.0153295 0.0292496 0.01365 0.0253355 0.0102723 0.00734614 0.0171041 0.013221 0.00925616 0.00553533 0.0253164 0.0198825 0.0410581 0.0116926 0.0164592 0.0147308
threshold=-0.018754999999999997 -0.021235 -0.00265 0.086965000000000028 -0.15398499999999998 -0.073884999999999992 0.096980000000000025 0.097375000000000031 0.088245000000000032 -0.097019999999999995 0.097285000000000024 -0.0064000000000000003 0.09777000000000001 0.083955000000000016 0.096575000000000022 0.093835000000000016 0.090385000000000021 -0.061665000000000005 0.091615000000000016 0.090195000000000011 0.088915000000000022
decision_type=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 4 -4 -2 7 -7 8 -5 -6 11 13 -12 -11 15 18 -16 -18 19 20 -1
right_child=2 -3 3 5 9 6 -8 -9 -10 10 12 -13 -14 -15 16 -17 17 -19 -20 -21 -22
leaf_value=-0.00012171446955314073 0.0015093048335871368 -0.0021427087587482549 0.0030204698902649959 -0.0014498742817306508 -0.0010659257739051792 0.0025604467808673249 -0.00073785631633645785 -0.0018698164846648311 0.0017987757535049608 0.00083595577220562029 -0.0017814839915630831 0.0016474485594822571 0.00037163736816989493 -5.8888687054641135e-05 -0.00086190520265590946 -0.0020982851416716923 -0.00030067227861637746 0.0031344187133640691 0.0014337789026551942 -0.001852611158728644 0.0013578860980763528
leaf_weight=1374 71 48 69 47 86 59 48 48 48 128 57 69 55 1078 80 63 84 58 50 52 70
leaf_count=1374 71 48 69 47 86 59 48 48 48 128 57 69 55 1078 80 63 84 58 50 52 70
internal_value=0 -0.000130879 0.000184696 0.000788994 5.9314e-05 0.000169832 0.00107318 -0.000500378 0.000182932 -1.00212e-05 5.48593e-05 0.00012329 -0.000716839 3.54077e-05 -7.76918e-05 -0.000142338 0.000387163 0.00109663 -6.21034e-05 -0.000112647 -4.94217e-05
internal_weight=0 1879 1863 319 1544 250 107 143 95 1473 1387 1275 112 1206 1831 1609 222 142 1546 1496 1444
internal_count=3742 1879 1863 319 1544 250 107 143 95 1473 1387 1275 112 1206 1831 1609 222 142 1546 1496 1444
is_linear=0
shrinkage=0.0995203


Tree=4522
num_leaves=22
num_cat=0
split_feature=18 18 17 17 8 17 20 9 9 0 18 17 17 1 18 6 6 3 17 3 9
split_gain=0.00841308 0.0619561 0.0338974 0.0191764 0.0201417 0.01417 0.0123574 0.00923495 0.0125837 0.0104086 0.00690354 0.00645117 0.0132057 0.0293935 0.0075649 0.0152311 0.0098746 0.00725347 0.006461 0.00575805 0.0054395
threshold=-0.090899999999999995 -0.092084999999999986 -0.015464999999999998 -0.12118 -0.020084999999999999 -0.14867499999999997 -0.24910499999999999 0.088825000000000029 0.09296500000000002 -0.078289999999999985 -0.089024999999999993 0.043850000000000007 0.066010000000000027 -0.076894999999999991 0.15891500000000006 0.089985000000000023 0.11596500000000003 0.13451500000000002 0.11639500000000001 0.096775000000000014 0.11351500000000002
decision_type=2 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 -2 9 -9 -1 -8 14 13 -13 16 -16 20 18 -14 -15 -12
right_child=6 -3 -4 4 -6 -7 10 8 -10 -11 11 12 17 19 15 -17 -18 -19 -20 -21 -22
leaf_value=0.00025040378186968711 0.0014159644774181166 0.0036748653851199982 0.0020320649496501689 -0.0025266255609926549 -0.00010087248067280019 0.0017261243919407228 -0.0010676056127956576 0.0017357393545723847 -5.2174372194674737e-05 -0.0014176945370089366 9.2521873920594356e-05 -0.0031951587288568291 0.00060949124125931004 0.00064272566331004732 0.00036420094087114891 -0.0020593781660731172 0.0014271047946017874 -0.0010981607899864154 -0.00016459260814140117 -0.00088226563024125992 -0.00060459125531114009
leaf_weight=65 56 51 77 63 75 49 68 49 187 84 1788 47 135 46 53 49 53 66 511 52 118
leaf_count=65 56 51 77 63 75 49 68 49 187 84 1788 47 135 46 53 49 53 66 511 52 118
internal_value=0 0.000334584 7.08355e-05 -0.000191745 -0.00121421 0.000131486 -4.79866e-05 -6.93424e-05 0.000315577 -0.000684507 -7.5716e-05 -5.23208e-05 -0.000281923 -0.00114817 4.27545e-05 -0.000792042 8.6638e-05 -0.00010436 -1.5586e-06 -0.0001581 4.89343e-05
internal_weight=0 700 649 572 138 434 3042 385 236 149 2986 2918 857 145 2061 102 1959 712 646 98 1906
internal_count=3742 700 649 572 138 434 3042 385 236 149 2986 2918 857 145 2061 102 1959 712 646 98 1906
is_linear=0
shrinkage=0.0995203


Tree=4523
num_leaves=29
num_cat=0
split_feature=5 0 0 8 26 0 5 0 5 0 20 0 8 20 23 0 21 21 5 21 21 0 0 26 26 5 5 8
split_gain=0.00705082 0.0106775 0.0314715 0.0318278 0.0232903 0.0161851 0.0156154 0.0116427 0.0120884 0.0115771 0.0104793 0.0129162 0.0150472 0.00827935 0.00779743 0.00778145 0.00750306 0.0180111 0.0214861 0.0158003 0.0126121 0.00834583 0.00807698 0.0068809 0.022865 0.0196821 0.00995746 0.00805623
threshold=-0.014374999999999999 -0.080674999999999983 -0.082794999999999994 -0.082244999999999999 0.086130000000000026 -0.079805000000000001 -0.012164999999999999 -0.078479999999999994 -0.0042299999999999994 -0.077174999999999994 0.0057800000000000013 -0.14909499999999998 -0.086844999999999992 -0.14946999999999996 -0.022119999999999997 -0.066264999999999991 0.096230000000000024 0.10343500000000001 -0.10123 0.09360000000000003 0.10726000000000002 -0.13752999999999999 -0.094139999999999988 0.11538500000000003 0.10725000000000003 -0.081415000000000001 -0.071539999999999992 -0.10337499999999999
decision_type=2 2 2 2 2 2 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 6 -4 -5 -3 -2 -7 -9 -10 11 -8 -13 -11 15 -1 19 18 -18 23 -19 -22 -23 24 27 -25 -27 -16
right_child=1 5 3 4 -6 7 10 8 9 13 -12 12 -14 -15 16 -17 17 20 -20 -21 21 22 -24 25 -26 26 -28 -29
leaf_value=-9.7697876933024782e-05 0.0016853547153957227 -0.0015059507873282124 -1.9316165931725445e-05 0.0043615642742935012 0.0013058153122183285 0.0013070609360256603 0.001342587653978464 0.0015324993064545153 -0.0014213562414630053 0.0011472258641651955 0.0013237223522295362 0.00034500729523560028 -0.00084964718266563786 -0.00011032644662252529 0.00043212816506066484 0.0016443593508993282 -5.9286279724703268e-05 -0.0015126148537179332 0.00270833078681604 -0.0019903786599460979 0.001018766603472994 -0.0012822962721176134 0.00039638100927885022 0.0017831395443583934 -0.0023546148953424552 -0.0015283697836454327 0.00044046081285878088 -0.0002853786360483283
leaf_weight=51 56 70 67 48 53 69 48 46 63 56 49 172 263 697 180 49 55 57 55 50 72 51 63 64 50 46 56 1086
leaf_count=51 56 70 67 48 53 69 48 46 63 56 49 172 263 697 180 49 55 57 55 50 72 51 63 64 50 46 56 1086
internal_value=0 0.000166399 0.000448804 0.00165041 0.00276616 -4.6068e-05 0.000104095 6.28184e-05 -3.58291e-05 -0.000125243 -6.08146e-05 -0.00020297 -0.000375396 -1.57161e-05 -0.00010726 0.000747724 -0.000153051 0.00025945 0.00131708 -0.000248633 -0.000215944 0.000177022 -0.000347425 -0.000189318 -0.000265858 0.000412541 -0.000439418 -0.000182717
internal_weight=0 1757 756 168 101 1001 588 931 862 816 532 483 435 753 1985 100 1885 353 110 1532 243 186 114 1482 1316 166 102 1266
internal_count=3742 1757 756 168 101 1001 588 931 862 816 532 483 435 753 1985 100 1885 353 110 1532 243 186 114 1482 1316 166 102 1266
is_linear=0
shrinkage=0.0995203


Tree=4524
num_leaves=20
num_cat=0
split_feature=24 20 2 2 17 26 3 26 9 5 5 2 2 2 3 3 0 5 4
split_gain=0.0356558 0.0232896 0.0177157 0.0254918 0.0208427 0.0425917 0.0333486 0.0245387 0.0168937 0.00751261 0.0171173 0.0141229 0.0115986 0.0241957 0.0168376 0.010141 0.0097336 0.00852208 0.00720377
threshold=-0.071224999999999997 -0.40431 -0.080974999999999991 -0.08126499999999999 -0.040099999999999997 0.10924500000000002 0.083875000000000019 0.10038000000000001 0.088995000000000019 0.15100500000000003 0.23074000000000006 0.096520000000000022 0.11995000000000003 0.14153500000000005 0.11896500000000003 0.097880000000000023 -0.233955 0.066275000000000014 0.088720000000000021
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 6 -6 8 -3 12 -11 15 16 -14 -15 -12 -4 -18 -13
right_child=1 2 9 -5 5 -7 -8 -9 -10 10 11 18 13 14 -16 -17 17 -19 -20
leaf_value=0.0026434437472736701 0.0019840686017075942 -0.00043954940508973467 0.0015907580198727747 -0.0025718426491165161 -0.0021679604991415927 -0.0035569731319413725 -0.00020557466755782969 0.0020227614583419118 0.00054522448484307809 -0.0019951236424158858 -0.0017967453959124812 0.0018259602679226437 -0.0024284422462877795 0.0012840510450392944 -0.00062750803110953859 -0.00013405265498219311 0.00018357020212349503 0.0014866616931415693 0.00012324818049030248
leaf_weight=48 53 480 55 50 99 47 653 59 269 52 47 47 49 70 131 166 1257 52 54
leaf_count=48 53 480 55 50 99 47 653 59 269 52 47 47 49 70 131 166 1257 52 54
internal_value=0 -8.62322e-05 -0.000116627 -0.00035682 -0.000287393 -0.000647914 -0.000465009 6.80999e-05 -8.47793e-05 8.39705e-05 -0.000322324 -4.2693e-05 0.000176611 -0.000445255 3.41364e-05 -0.000504782 0.00029119 0.000235961 0.000923705
internal_weight=0 3690 3637 1657 1607 799 752 808 749 1980 366 314 1614 250 201 213 1364 1309 101
internal_count=3738 3690 3637 1657 1607 799 752 808 749 1980 366 314 1614 250 201 213 1364 1309 101
is_linear=0
shrinkage=0.0995203


Tree=4525
num_leaves=14
num_cat=0
split_feature=24 20 2 2 2 3 2 22 0 20 1 0 3
split_gain=0.0289128 0.0188864 0.0143739 0.0206641 0.0196325 0.0146663 0.0189662 0.00600125 0.00662389 0.0242104 0.0225977 0.0153256 0.00845771
threshold=-0.071224999999999997 -0.40431 -0.080974999999999991 -0.08126499999999999 -0.081604999999999997 0.081685000000000021 -0.084154999999999994 0.11657000000000002 -0.15137999999999999 -0.071149999999999991 0.41291000000000005 -0.14680499999999999 0.084895000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 8 9 -4 -11 -10 -13
right_child=1 2 7 -5 -6 6 -8 -9 11 10 -12 12 -14
leaf_value=0.0023803676986371325 0.0017866135727646467 -0.0015859865604716302 0.0024756051202471001 -0.0023158922884118842 0.0016999542739307163 -1.2825228633494182e-05 -0.00079452190858567606 -0.00085603469143948334 -0.00159400435154564 -0.00067792885197643477 0.0017738525507138465 -0.00054355278050804241 0.00017563435049486597
leaf_weight=48 53 86 53 50 49 1033 439 66 55 125 53 182 1446
leaf_count=48 53 86 53 50 49 1033 439 66 55 125 53 182 1446
internal_value=0 -7.76503e-05 -0.000105042 -0.000321408 -0.000258842 -0.000320973 -0.00024651 7.56137e-05 0.000108167 0.00060814 4.74972e-05 3.90571e-05 9.4731e-05
internal_weight=0 3690 3637 1657 1607 1558 1472 1980 1914 231 178 1683 1628
internal_count=3738 3690 3637 1657 1607 1558 1472 1980 1914 231 178 1683 1628
is_linear=0
shrinkage=0.0995203


Tree=4526
num_leaves=21
num_cat=0
split_feature=29 6 5 5 9 2 18 8 8 5 2 3 5 8 0 9 3 2 6 5
split_gain=0.0273809 0.0164194 0.0117309 0.0224217 0.0849324 0.0830654 0.0142231 0.0143304 0.0232311 0.040338 0.0153694 0.0134388 0.0168453 0.0121384 0.00979641 0.0101923 0.0147023 0.0118479 0.00833122 0.00833009
threshold=0.12951500000000005 0.23153500000000005 -0.02504 -0.0063549999999999995 0.087495000000000031 -0.081864999999999993 -0.074709999999999985 -0.085605000000000001 -0.087844999999999993 -0.087105000000000002 0.11995000000000003 0.088115000000000013 -0.0087549999999999989 -0.082934999999999995 -0.10148 0.10227500000000002 0.086895000000000014 -0.071344999999999992 -0.093749999999999986 0.037395000000000005
decision_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 11 -6 -1 8 18 -10 13 12 -4 -9 19 16 -16 -17 -8 -5
right_child=-2 -3 3 14 5 -7 7 10 9 -11 -12 -13 -14 -15 15 17 -18 -19 -20 -21
leaf_value=0.0013672289724846604 0.0023712129050839259 0.0015468120327859934 -4.7217603456741465e-05 -0.0018531808912938519 -0.0049596608867220849 5.2228199409745872e-05 0.00038624489764260223 0.0015409112458486358 0.00028276607247532619 -0.0037617566532656349 -0.0012171505473713283 0.001088702731070836 -0.0019275233349490991 0.00026088502297073358 -0.00054337630481275743 -0.0020828535028524463 0.00032508168809161018 -0.00012322350243558388 -0.0003846417749148535 -5.4345881565494434e-05
leaf_weight=82 46 61 280 53 82 54 225 81 48 49 64 77 57 824 249 46 854 94 361 51
leaf_count=82 46 61 280 53 82 54 225 81 48 49 64 77 57 824 249 46 854 94 361 51
internal_value=0 -7.16051e-05 -9.90197e-05 -0.000270149 -0.000805694 -0.00296363 8.77237e-05 2.37176e-05 -0.000324869 -0.0017519 0.000270264 -9.48302e-05 -0.000367681 0.000376356 -5.08697e-05 2.61213e-05 0.000128287 -0.00077295 -8.72559e-05 -0.000978932
internal_weight=0 3692 3631 1897 550 136 1734 1652 683 97 969 414 337 905 1347 1243 1103 140 586 104
internal_count=3738 3692 3631 1897 550 136 1734 1652 683 97 969 414 337 905 1347 1243 1103 140 586 104
is_linear=0
shrinkage=0.0995203


Tree=4527
num_leaves=18
num_cat=0
split_feature=24 21 2 2 21 17 26 26 21 6 6 6 6 6 5 2 2
split_gain=0.0229509 0.0133804 0.00934152 0.0207535 0.0159823 0.0175683 0.0346051 0.0253141 0.0165468 0.0139837 0.00771217 0.0094081 0.0175909 0.0140022 0.0121359 0.0245478 0.00592586
threshold=-0.071224999999999997 -0.10223999999999998 -0.080974999999999991 -0.08126499999999999 0.10384500000000002 -0.040099999999999997 0.10812000000000002 0.10038000000000001 0.10940500000000002 -0.069354999999999986 0.14653500000000005 0.10877500000000002 0.098855000000000012 0.094510000000000025 -0.039649999999999998 -0.072895000000000001 -0.013944999999999999
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 7 -7 -3 -6 -10 11 12 13 -4 -13 -16 -12
right_child=1 2 10 -5 8 6 -8 -9 9 -11 16 14 -14 -15 15 -17 -18
leaf_value=0.0021244188408802681 0.0012233159732099937 -0.00013068029083948931 3.4962258060980572e-05 -0.0022669994299907128 0.0022311783090744461 -0.00047097211719214542 -0.0032684616950777782 0.002071488181152493 -0.0011609974508419091 0.0012549950999852337 -0.001634866437802019 -0.00043451445448502919 -0.0013814941146289463 0.0013473508122275931 -0.00015866044075212471 0.0029814218323787377 -2.7726382327232406e-05
leaf_weight=48 78 671 1563 50 51 673 47 56 49 46 46 47 83 85 46 52 47
leaf_count=48 78 671 1563 50 51 673 47 56 49 46 46 47 83 85 46 52 47
internal_value=0 -6.55527e-05 -9.36121e-05 -0.0002689 -0.000205671 -0.000306209 -0.000654723 3.78244e-05 0.000785144 2.34502e-07 5.22384e-05 9.64828e-05 3.14886e-05 0.000103149 0.000866732 0.00149915 -0.000831459
internal_weight=0 3690 3612 1643 1593 1447 720 727 146 95 1969 1876 1731 1648 145 98 93
internal_count=3738 3690 3612 1643 1593 1447 720 727 146 95 1969 1876 1731 1648 145 98 93
is_linear=0
shrinkage=0.0995203


Tree=4528
num_leaves=24
num_cat=0
split_feature=20 26 21 26 20 20 18 17 0 17 1 1 3 2 0 17 17 18 26 4 17 8 0
split_gain=0.0351784 0.0105285 0.0197855 0.0127578 0.014492 0.0137269 0.0115267 0.0365465 0.0100815 0.0189604 0.0144705 0.0169945 0.00845024 0.0100802 0.0323036 0.00775749 0.0215503 0.013552 0.0106543 0.0149369 0.00727249 0.0103234 0.00635112
threshold=-0.25378999999999996 0.085570000000000021 -0.082669999999999993 0.086255000000000012 -0.081189999999999998 -0.083495 -0.090899999999999995 -0.0062099999999999994 -0.14574499999999999 -0.079754999999999993 0.015980000000000005 0.41897000000000012 0.088115000000000013 -0.095204999999999998 -0.060944999999999999 -0.15122999999999998 -0.56005499999999986 0.088735000000000022 -0.2382 0.13707500000000003 -0.53896499999999992 -0.046889999999999994 -0.081674999999999984
decision_type=2 2 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 5 -5 7 12 9 -8 -11 -12 22 -14 -15 16 -10 -18 -17 -20 -6 -22 -2
right_child=1 2 3 4 20 -7 8 -9 15 10 11 -13 13 14 -16 18 17 -19 19 -21 21 -23 -24
leaf_value=-0.0022357075882401922 0.0015281858415132064 -0.0016799000823737864 -0.0012043766074147928 7.8723187537771701e-05 -0.0012136619261649008 0.0022661252096955456 -0.00098069750472938697 0.0033259426345670024 -0.0011217624286982903 0.0021995304983128969 -0.00023598380874257052 0.0018525820277015767 0.00075188183697733003 -0.0024731982777282586 0.0007322022362966597 0.0012844657335254097 0.0021237390752457774 0 -0.00010507412352653965 -0.001410250106465841 -0.00011079867410423817 0.00077732114900121326 0.00024289647768245911
leaf_weight=68 80 77 90 63 53 53 60 46 53 70 110 59 90 54 73 47 74 49 782 98 1380 143 76
leaf_count=68 80 77 90 63 53 53 60 46 53 70 110 59 90 54 73 47 74 49 782 98 1380 143 76
internal_value=0 4.86465e-05 -0.000117672 -4.97084e-05 1.12263e-05 0.0010852 0.000218885 0.000677164 8.134e-05 0.00059415 0.000992935 0.000488317 0.00034831 -4.97483e-05 -0.000624279 -5.69298e-05 0.000547673 0.00127368 -0.000172603 -0.000251354 -6.73029e-05 -2.68723e-05 0.000907267
internal_weight=0 3680 1859 1782 1692 116 1821 419 1402 299 239 169 373 217 127 1103 176 123 927 880 1576 1523 156
internal_count=3748 3680 1859 1782 1692 116 1821 419 1402 299 239 169 373 217 127 1103 176 123 927 880 1576 1523 156
is_linear=0
shrinkage=0.0995203


Tree=4529
num_leaves=26
num_cat=0
split_feature=6 26 9 9 5 3 3 26 26 8 8 0 9 9 3 18 17 17 18 18 17 0 7 0 8
split_gain=0.0311643 0.00797324 0.0097415 0.0145436 0.0484947 0.0305483 0.0123558 0.0227495 0.0223511 0.023102 0.0100204 0.0148559 0.0126842 0.00827121 0.00735473 0.00714815 0.0392536 0.010537 0.016632 0.00832576 0.00731964 0.0204283 0.0126313 0.0135018 0.00446179
threshold=0.23663500000000004 0.085635000000000031 0.099125000000000033 0.11351500000000002 -0.074569999999999984 0.12061000000000002 0.10134000000000003 0.090095000000000022 0.095950000000000021 -0.087374999999999994 -0.046889999999999994 -0.071029999999999996 0.096305000000000016 0.10341500000000002 0.11578500000000001 -0.092584999999999987 -0.015464999999999998 -0.092649999999999996 -0.10726999999999999 -0.17307499999999998 -0.56005499999999986 0.12433000000000002 -0.075879999999999989 -0.0033699999999999997 -0.051259999999999993
decision_type=2 2 2 2 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 6 4 -4 24 10 -8 14 -10 11 12 -3 -6 -9 16 17 18 19 -1 -17 22 -22 -24 -5
right_child=-2 2 3 5 13 -7 7 8 9 -11 -12 -13 -14 -15 -16 20 -18 -19 -20 -21 21 -23 23 -25 -26
leaf_value=0.00063588902752407454 -0.0023895922407519152 -0.00012077171044360966 0.0038042529480452319 0.001398250814631095 0.00081218068469327334 -0.0023547136144521108 -0.0027638076369987433 0.0015463270176821712 -1.10358378457619e-05 -0.003057433230905209 0.0012620287922638837 -0.0015124091231427635 0.0014260959391454412 -0.0010527823149561655 -9.2997209660281003e-05 -0.0010263471684627129 0.0031434722908509692 -0.0010285110743169046 0.0021176242975022071 -0.00059182434287485548 0.0015943181623789676 0.002088403018540721 0.0001022345916198857 -0.00098991572384088335 5.0957773875687802e-05
leaf_weight=119 53 1140 46 49 46 47 49 47 53 47 53 73 55 48 62 56 51 59 48 101 51 51 1169 124 51
leaf_count=119 53 1140 46 49 46 47 49 47 53 47 53 73 55 48 62 56 51 59 48 101 51 51 1169 124 51
internal_value=0 4.08621e-05 -0.00010359 0.00042886 0.00115588 -0.000257967 -0.000200886 -0.00083115 -0.000374122 -0.00145103 -7.71719e-05 -0.000133794 -4.88919e-05 -0.000131432 0.000606357 0.000188684 0.000574544 0.000171382 0.000438592 6.85359e-05 8.7599e-05 0.000132903 5.809e-05 -1.87063e-06 0.000719318
internal_weight=0 3695 1866 287 140 147 1579 258 209 100 1321 1268 1195 94 109 1829 378 327 268 220 1451 1395 1344 1293 100
internal_count=3748 3695 1866 287 140 147 1579 258 209 100 1321 1268 1195 94 109 1829 378 327 268 220 1451 1395 1344 1293 100
is_linear=0
shrinkage=0.0995203


Tree=4530
num_leaves=22
num_cat=0
split_feature=19 19 26 2 26 2 19 0 0 0 0 26 2 2 2 0 0 1 17 1 17
split_gain=0.0198469 0.0408256 0.0156808 0.0289364 0.00591342 0.00569112 0.00541984 0.00476077 0.0365528 0.00869039 0.0076717 0.0124742 0.00967583 0.0233828 0.016111 0.00829339 0.00848485 0.00578886 0.0272993 0.0103546 0.00323635
threshold=0.097115000000000021 0.10583000000000002 0.086515000000000022 -0.078994999999999996 0.083705000000000016 -0.070724999999999996 0.086450000000000013 -0.086304999999999993 -0.085754999999999984 -0.085144999999999985 -0.087394999999999987 0.086685000000000026 -0.080329999999999999 -0.081134999999999999 -0.082174999999999984 -0.092474999999999988 -0.095649999999999999 -0.081224999999999992 -0.041415 -0.079434999999999992 0.40827500000000011
decision_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 4 -4 20 -5 7 10 -9 -10 12 -12 13 14 -1 16 -14 18 -11 -19 -3
right_child=1 2 3 5 -6 -7 -8 8 9 17 11 -13 15 -15 -16 -17 -18 19 -20 -21 -22
leaf_value=-0.00016423409085079694 -0.0032657609675870993 -0.00038824243231650412 -0.0029130233783121813 0.00071608111597643378 0.0012579018577502574 -0.00077767242487784122 0.00094446355348217176 -0.0024495489341755496 0.0011754361117936991 -0.00020450932491877238 0.0022621417641032478 8.4640225222334614e-05 0.00039043537536234425 -0.0021504428055625822 0.0018067387733497909 0.0015710075045203536 -0.00095814814776014291 -0.0013401565041824073 0.0010373172151200909 -6.2816921236286572e-05 0.00064541868082935321
leaf_weight=382 52 80 52 51 52 50 71 60 65 520 46 62 568 54 46 54 50 67 264 1054 48
leaf_count=382 52 80 52 51 52 50 71 60 65 520 46 62 568 54 46 54 50 67 264 1054 48
internal_value=0 -0.000670984 -0.000263335 -0.0010055 0.000362954 -1.52956e-05 8.33315e-05 6.45104e-05 -2.9498e-05 4.37937e-05 0.000216377 0.00101968 0.000140489 -0.000198654 4.56869e-05 0.000384962 0.000280002 4.75143e-06 0.000212613 -0.000139891 0
internal_weight=0 385 333 153 180 101 3363 3292 2030 1970 1262 108 1154 482 428 672 618 1905 784 1121 128
internal_count=3748 385 333 153 180 101 3363 3292 2030 1970 1262 108 1154 482 428 672 618 1905 784 1121 128
is_linear=0
shrinkage=0.0995203


Tree=4531
num_leaves=15
num_cat=0
split_feature=6 19 3 3 3 36 2 38 9 1 26 20 21 29
split_gain=0.0256198 0.00970892 0.00532276 0.0332958 0.00902477 0.00671316 0.0161637 0.00708942 0.00632122 0.0129688 0.00992577 0.00980693 0.0130794 0.0104546
threshold=0.23663500000000004 0.14023500000000003 0.082130000000000022 0.079570000000000016 0.08345000000000001 0.088355000000000031 -0.032624999999999994 -0.080750000000000002 0.11222500000000002 0.09692000000000002 0.15222000000000005 0.0057800000000000013 0.12603000000000006 0.097705000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1 -7 11 10 -10 13 -13 -6
right_child=-2 -3 4 -5 8 7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=0.00069648881059283026 -0.0021672416235058831 -0.0013131918658348216 -0.0013062587671504016 0.002830094688047455 -2.2005333403407896e-05 -0.00020807698959746031 -0.0013941657025422984 0.001507422230652853 -0.00039323154753438227 0.0019515579845327136 0.0013328465376657498 0.00019167379918428069 0.0018181468549639649 -0.0013397437543770699
leaf_weight=67 53 52 50 49 2755 47 80 47 110 51 47 215 64 61
leaf_count=67 53 52 50 49 2755 47 80 47 110 51 47 215 64 61
internal_value=0 3.64271e-05 5.59162e-05 0.000465088 2.02829e-05 -1.23677e-05 -0.000435714 0.000640964 4.06116e-05 0.000571721 0.000118279 4.65383e-06 0.000567706 -5.08408e-05
internal_weight=0 3695 3643 290 3353 241 147 94 3303 208 157 3095 279 2816
internal_count=3748 3695 3643 290 3353 241 147 94 3303 208 157 3095 279 2816
is_linear=0
shrinkage=0.0995203


Tree=4532
num_leaves=12
num_cat=0
split_feature=24 0 21 6 6 18 18 18 18 17 2
split_gain=0.0106831 0.00936862 0.0131064 0.031525 0.00841769 0.00823918 0.00640896 0.035714 0.0197289 0.0105742 0.00741461
threshold=-0.070455000000000004 -0.19126499999999999 0.090285000000000018 -0.045589999999999999 -0.52821499999999999 -0.45171999999999995 0.089020000000000016 0.086800000000000016 0.090540000000000023 0.40441500000000008 -0.081134999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 -6 7 9 -8 -7 -10
right_child=1 4 -4 -5 5 6 8 -9 10 -11 -12
leaf_value=-0.0013414090302539682 -0.0025042910331353439 -0.001159852026937428 0.00049458476140590323 0.00046310430513335103 -0.00090155481061728927 9.8397618444638776e-05 -0.0019655444811002881 0.0026784883301669555 0.00053009932720955862 0.00086613904643737894 -0.00017798931231642113
leaf_weight=55 77 52 73 65 77 2310 53 57 205 193 512
leaf_count=55 77 52 73 65 77 2310 53 57 205 193 512
internal_value=0 5.55654e-05 -0.000581334 -0.00114021 9.53896e-05 0.000114788 0.000138535 0.000214365 -0.000112512 0.000157923 2.33211e-05
internal_weight=0 3674 215 142 3459 3407 3330 2560 770 2503 717
internal_count=3729 3674 215 142 3459 3407 3330 2560 770 2503 717
is_linear=0
shrinkage=0.0995203


Tree=4533
num_leaves=11
num_cat=0
split_feature=19 19 24 0 21 6 6 1 8 20
split_gain=0.0142515 0.00930624 0.00867462 0.00862908 0.0116965 0.0234129 0.00688807 0.00677447 0.0113879 0.00772439
threshold=0.14061500000000002 -0.07525999999999998 -0.070455000000000004 -0.19126499999999999 0.090285000000000018 -0.045589999999999999 -0.52821499999999999 0.44303500000000012 -0.080659999999999996 0.14849500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -5 9 -9 -8
right_child=-2 2 3 6 -6 -7 7 8 -10 -11
leaf_value=-0.0010534393398189243 0.0016673644480761423 -0.0012079116991240276 -0.0022782200631174133 -0.0010444233426735957 0.00044536348627474117 0.00031756445774538098 0.00010489518341295448 -0.00026227805523901411 0.0017164137596051715 -0.00094408319100055063
leaf_weight=80 52 55 76 52 73 62 3092 50 66 71
leaf_count=80 52 55 76 52 73 62 3092 50 66 71
internal_value=0 7.90178e-06 3.17344e-05 5.12147e-05 -0.000565436 -0.00110607 9.05218e-05 0.00010877 0.000856472 8.10899e-05
internal_weight=0 3677 3597 3542 211 138 3331 3279 116 3163
internal_count=3729 3677 3597 3542 211 138 3331 3279 116 3163
is_linear=0
shrinkage=0.0995203


Tree=4534
num_leaves=15
num_cat=0
split_feature=19 19 7 0 3 5 3 18 26 3 5 5 18 10
split_gain=0.0115566 0.00793057 0.00758195 0.0089747 0.0118337 0.011089 0.00741266 0.0165501 0.0257217 0.0162005 0.00892944 0.041451 0.0219153 0.00702792
threshold=0.14061500000000002 -0.17233499999999999 0.082295000000000021 -0.229625 0.10749000000000002 -0.092239999999999989 0.087445000000000023 0.088250000000000009 0.089485000000000023 0.086850000000000024 -0.039649999999999998 -0.02504 -0.044484999999999997 0.077165000000000025
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 9 -9 -5 12 -12 -8 -4
right_child=-2 2 13 6 -6 -7 10 8 -10 -11 11 -13 -14 -15
leaf_value=-0.0012634696779112479 0.0015014281376663479 -0.0023629729395566253 -0.0016476868934655324 -1.0619766281589427e-05 0.00056356857797306835 -0.00021070802085079057 -0.0023485445072123864 0.0021691116905452829 -0.00063314571855576545 0.0014471796156835766 0.002435154963070564 2.5132217716949438e-05 -0.00012747993996539521 0
leaf_weight=48 52 51 51 736 47 46 46 102 47 84 75 1242 1052 50
leaf_count=48 52 51 51 736 47 46 46 102 47 84 75 1242 1052 50
internal_value=0 7.04891e-06 2.40794e-05 4.86377e-05 -0.000720254 -0.00135075 8.15984e-05 0.000314159 0.00127968 0.000137718 -1.13758e-05 0.000162999 -0.000221276 -0.000825653
internal_weight=0 3677 3629 3528 144 97 3384 969 149 820 2415 1317 1098 101
internal_count=3729 3677 3629 3528 144 97 3384 969 149 820 2415 1317 1098 101
is_linear=0
shrinkage=0.0995203


Tree=4535
num_leaves=31
num_cat=0
split_feature=8 8 5 5 5 18 5 26 26 3 18 5 5 18 8 8 4 26 18 5 8 8 9 4 21 4 9 3 17 8
split_gain=0.00700616 0.0184533 0.0133413 0.0107184 0.0205986 0.0167739 0.0334043 0.0166041 0.0230098 0.0207417 0.014625 0.00878082 0.0204647 0.039595 0.01545 0.00839416 0.00799032 0.0162882 0.0154476 0.0251812 0.0183078 0.0135504 0.0301799 0.0127466 0.0141956 0.0156358 0.0100312 0.0142061 0.00882455 0.00687194
threshold=-0.053049999999999993 -0.046889999999999994 0.51100000000000012 0.0047850000000000011 0.018455000000000003 -0.091869999999999993 0.26411500000000004 0.095950000000000021 0.10393000000000002 0.088055000000000022 -0.095364999999999991 -0.0054650000000000002 -0.0089549999999999994 -0.025079999999999998 -0.085764999999999994 -0.065919999999999992 0.079660000000000022 -0.025024999999999999 -0.088184999999999999 -0.055004999999999991 -0.012329999999999999 0.0017700000000000003 0.089025000000000021 0.085720000000000018 -0.032929999999999994 0.089860000000000023 0.10199500000000002 0.098000000000000018 0.08741500000000002 -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 2 2 2 2 2 2 2 2
left_child=2 -2 3 10 -5 6 -6 9 -9 -7 -1 12 15 -14 -13 -12 17 21 -19 20 -20 22 -3 -18 -25 -26 27 -23 -27 -16
right_child=1 16 -4 4 5 7 -8 8 -10 -11 11 14 13 -15 29 -17 23 18 19 -21 -22 26 -24 24 25 28 -28 -29 -30 -31
leaf_value=-0.0012879663871797329 -0.0017498330986196417 -0.0031067712029609583 -0.0012839145116250589 0.0025400693248841702 0.0031395332153644367 0.0014870891341094475 -2.8309171876807853e-05 0.0023369220515568456 -0.00048743647517112093 -0.00083830800936230765 3.2025115266477467e-05 -0.0017804178193603071 0.0037138433943664463 -0.00015470084935963036 0.00077480952887110642 0.0011568421104841777 -0.0015033503282515139 0.0021821197198920671 0.0026835756476134634 -0.0009285978041534182 0.00027759317571294828 -0.00018922283769688022 0.00031569977265175184 -0.0014856564806842579 0.0014972163015038536 4.5958963580066052e-06 -0.00084617253202374414 0.0018594222430454055 -0.001402486916739462 -0.00072206059488187364
leaf_weight=78 69 47 65 47 57 46 77 61 53 214 1428 65 46 60 69 69 80 58 52 90 81 82 55 68 64 320 67 56 51 54
leaf_count=78 69 47 65 47 57 46 77 61 53 214 1428 65 46 60 69 69 80 58 52 90 81 82 55 68 64 320 67 56 51 54
internal_value=0 -0.000167728 0.000121736 0.000159767 0.000543934 0.000357641 0.0013131 1.31224e-05 0.00101666 -0.000423743 4.525e-05 0.00010377 0.000179618 0.00151638 -0.000538599 8.44173e-05 -7.38046e-05 0.000184155 0.000732523 0.000351826 0.00122443 -0.000315104 -0.0012533 -0.000335381 -0.000147993 5.92315e-05 0.00014771 0.00063618 -0.000186624 0.000110992
internal_weight=0 1240 2489 2424 555 508 134 374 114 260 1869 1791 1603 106 188 1497 1171 588 281 223 133 307 102 583 503 435 205 138 371 123
internal_count=3729 1240 2489 2424 555 508 134 374 114 260 1869 1791 1603 106 188 1497 1171 588 281 223 133 307 102 583 503 435 205 138 371 123
is_linear=0
shrinkage=0.0995203


Tree=4536
num_leaves=25
num_cat=0
split_feature=9 9 20 20 9 20 20 4 9 17 17 26 26 4 4 4 19 19 9 19 20 20 9 17
split_gain=0.00708039 0.0144762 0.00996221 0.00932816 0.0278988 0.0118639 0.0194124 0.0169862 0.0147043 0.0118078 0.013004 0.0117595 0.0115647 0.00899014 0.0127015 0.0116041 0.00835834 0.0123766 0.0123529 0.00861451 0.00694086 0.0180054 0.0122114 0.011576
threshold=0.08938500000000002 0.089645000000000016 -0.15498999999999999 -0.0088249999999999978 0.08888500000000002 -0.049534999999999996 -0.066104999999999983 0.08544000000000003 0.088135000000000033 -0.078119999999999995 -0.038314999999999995 0.091025000000000023 0.086325000000000027 0.086545000000000025 0.10386500000000003 0.078635000000000024 0.0069650000000000016 0.12840500000000002 0.097365000000000021 -0.07525999999999998 -0.083135000000000001 -0.079864999999999992 0.095285000000000022 -0.095109999999999986
decision_type=2 2 2 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 9 6 8 -7 12 13 -11 -12 -4 15 -15 -5 19 18 -18 -3 22 -22 -21 -23
right_child=1 16 3 4 -6 7 -8 -9 -10 10 11 -13 -14 14 -16 -17 17 -19 -20 20 21 23 -24 -25
leaf_value=-0.0012039532045447845 0.0018367119864143712 -0.0011640831645166238 0.00015723050276486377 -0.00065674205971299983 -0.0025345957165556314 0.0001069886613656394 -0.001909290586559775 0.0023911878633852261 0.0015390995864365475 0.0011786105902556853 -0.00027097559601334909 0.0008036484639925292 -0.001040836737649158 0.00090115022538039802 -0.0011163548441982646 -0.0023754562457985245 -0.00017456901285501907 0.00027701648816197665 -0.0023961676045499668 0.0021008324090308257 -0.0017759909895972183 0.00074753668081902684 0.00014196177545499903 -1.908372390652156e-05
leaf_weight=91 46 48 448 275 53 87 51 52 64 84 722 117 97 76 52 46 49 89 52 50 48 272 88 683
leaf_count=91 46 48 448 275 53 87 51 52 64 84 722 117 97 76 52 46 49 89 52 50 48 272 88 683
internal_value=0 9.95624e-05 -0.000182155 -0.000139978 -0.000292775 0.000131508 -4.32951e-05 0.000967399 0.000111626 -0.000205578 -1.05838e-06 -0.000120142 -5.45015e-05 -0.00062418 7.51432e-05 -0.000905588 4.10218e-05 -0.000571054 -0.00132647 0.000139519 0.000195077 0.000103102 0.00085763 0.000198405
internal_weight=0 1425 2315 2224 1425 799 660 139 609 1372 923 839 545 449 128 321 1379 190 101 1189 1141 1003 138 955
internal_count=3740 1425 2315 2224 1425 799 660 139 609 1372 923 839 545 449 128 321 1379 190 101 1189 1141 1003 138 955
is_linear=0
shrinkage=0.0995203


Tree=4537
num_leaves=25
num_cat=0
split_feature=3 5 0 2 6 8 6 8 3 18 3 6 3 0 0 26 3 18 3 1 3 4 2 4
split_gain=0.0121854 0.017128 0.0278146 0.0418854 0.0250352 0.0284479 0.0224861 0.0102872 0.0100869 0.0186356 0.0109572 0.0096758 0.0209951 0.0153089 0.0164326 0.0114734 0.00992911 0.0176629 0.0132484 0.00641673 0.0138665 0.0129374 0.021446 0.0124416
threshold=0.091065000000000021 0.062500000000000014 0.047575000000000013 -0.084924999999999987 0.091495000000000007 -0.087635000000000005 0.090195000000000011 -0.079585000000000003 0.092115000000000016 -0.011569999999999999 0.092510000000000023 -0.07664 0.093715000000000021 -0.052884999999999995 -0.066264999999999991 0.093535000000000021 0.10726500000000001 -0.079189999999999997 0.10892000000000003 0.0065600000000000007 0.083255000000000023 0.087495000000000031 0.0049750000000000011 0.12205500000000002
decision_type=2 2 2 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 19 -3 9 -2 -10 13 -13 14 15 -12 17 -14 -18 21 23 22 -1 -21
right_child=8 2 -4 -5 5 -7 -8 -9 10 -11 11 12 16 -15 -16 -17 18 -19 -20 20 -22 -23 -24 -25
leaf_value=-5.586344497654345e-05 0.0020911347590197335 0.00018433010316150269 0.00081825139709468221 -0.0035453957094319223 -0.00071756867453459346 0.002257536977653071 -0.0019220540486287977 -0.0016802270166654449 -0.0014109561891414431 -0.0002649790420740698 5.5254594225138064e-07 0.0017748164393535661 -0.0012478036093153907 -0.0017341527583888551 0.001589356848243023 -0.0011137625182922346 0.0019509668729755325 0.00015191382129150694 0.00026576974515388197 0.0011411536948201205 -0.0019303089032616189 0.0012230633089954236 -0.0022334679657001946 -0.00086177167443671394
leaf_weight=979 68 79 62 70 50 86 76 46 50 64 441 84 119 60 54 115 51 355 520 49 61 72 47 82
leaf_count=979 68 79 62 70 50 86 76 46 50 64 441 84 119 60 54 115 51 355 520 49 61 72 47 82
internal_value=0 -0.000257941 -0.00100917 -0.00159439 -0.000128858 0.00115773 -0.00025755 -0.000495278 0.000101803 0.000942575 4.13374e-05 8.21564e-05 0.000260285 -0.000216783 -6.61909e-05 -0.000228454 0.00013776 -0.000197765 0.00041772 -0.000158852 -0.000690092 -6.5212e-05 -0.000156415 -0.000106337
internal_weight=0 1759 257 195 1502 136 1366 125 1981 132 1849 1799 1129 670 610 556 1045 474 571 1290 192 1098 1026 131
internal_count=3740 1759 257 195 1502 136 1366 125 1981 132 1849 1799 1129 670 610 556 1045 474 571 1290 192 1098 1026 131
is_linear=0
shrinkage=0.0995203


Tree=4538
num_leaves=30
num_cat=0
split_feature=1 4 2 5 6 6 5 2 4 9 4 1 1 0 1 26 1 9 26 17 8 0 0 20 5 4 26 9 0
split_gain=0.00886843 0.0133886 0.0279407 0.0125084 0.0119993 0.0256207 0.017763 0.0179362 0.01149 0.0107251 0.0136601 0.00958975 0.00924767 0.0417834 0.0119876 0.00862081 0.00730351 0.013142 0.0248818 0.0180934 0.0127561 0.00997961 0.00734887 0.0200804 0.0110268 0.00919766 0.00670139 0.00619754 0.00467589
threshold=-0.085739999999999997 0.085720000000000018 0.013900000000000003 0.15990000000000004 0.08866000000000003 0.092980000000000021 -0.0089549999999999994 -0.087444999999999995 0.092675000000000021 0.095415000000000014 0.10459000000000003 -0.37983499999999998 -0.083684999999999996 -0.086414999999999992 -0.082344999999999988 0.085635000000000031 -0.043804999999999997 0.086070000000000021 0.085855000000000029 -0.042709999999999991 -0.053049999999999993 -0.069569999999999993 -0.052884999999999995 -0.072834999999999997 0.51390500000000017 0.12205500000000002 0.089005000000000015 0.088285000000000016 -0.061654999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 26 7 -1 -3 10 -10 -12 13 -2 -14 -8 17 18 -16 21 -21 -19 24 -24 28 -25 -6 -5 -18
right_child=12 8 -4 27 5 -7 15 -9 9 -11 11 -13 14 -15 16 -17 22 19 -20 20 -22 -23 23 25 -26 -27 -28 -29 -30
leaf_value=-0.00060770206053805233 -0.0011183917313283608 0.0014901630753166703 -0.0028177174663648404 -0.00016854921531642166 -0.0014764052587194129 0.00014652307233045778 -0.000231114705369785 0.0019219370488313212 -0.0014115678022693057 0.0011574625036301534 0.0012651082687767481 -0.00061515041538011915 -0.0013913168328289257 0.002709461500431175 0.0001855957723086662 -0.0016936955022789043 -9.6031147798136905e-05 0.00037706938882349776 0.0029967495360007528 -8.1268638398273164e-06 -0.0017564738017037385 0.0023681652805222241 -0.0024798907206445217 0.00085626586484244488 0.0012744411146406772 -0.0008411132752284442 -0.003205685672147982 0.0014340115289759319 0.00081939719527533337
leaf_weight=51 53 56 52 46 46 69 93 60 82 53 52 55 61 60 91 72 1685 57 48 417 46 46 46 59 63 68 48 48 57
leaf_count=51 53 56 52 46 46 69 93 60 82 53 52 55 61 60 91 72 1685 57 48 417 46 46 46 59 63 68 48 48 57
internal_value=0 -0.000336212 -0.000613149 -0.000396533 -0.000620572 -0.00129864 -0.000217156 0.000752296 0.000204693 -8.93886e-05 -0.000443366 0.00029097 2.44417e-05 0.000906853 -1.15984e-05 -0.000874293 1.94655e-05 0.000294743 0.00116224 8.02531e-05 -0.000183597 0.00127425 -7.82353e-05 -0.000697983 -1.83821e-05 -4.61212e-05 -0.00236815 0.000641071 -6.56075e-05
internal_weight=0 883 585 533 439 163 276 111 298 242 189 107 2857 113 2744 165 2683 705 139 566 463 103 1978 173 1805 127 94 94 1742
internal_count=3740 883 585 533 439 163 276 111 298 242 189 107 2857 113 2744 165 2683 705 139 566 463 103 1978 173 1805 127 94 94 1742
is_linear=0
shrinkage=0.0995203


Tree=4539
num_leaves=26
num_cat=0
split_feature=3 17 5 5 26 6 8 6 0 6 3 2 3 2 2 8 8 2 2 2 8 0 3 5 3
split_gain=0.00911137 0.0129443 0.0113525 0.018267 0.0175304 0.0180602 0.0214392 0.0169517 0.0198217 0.0174673 0.0104763 0.00798456 0.0079107 0.00840298 0.028347 0.0213047 0.018121 0.0137538 0.0144648 0.0125921 0.0190827 0.0106395 0.00799864 0.0208067 0.0146399
threshold=0.090695000000000012 -0.54604999999999992 0.26676500000000009 0.0016150000000000003 0.088545000000000026 0.088750000000000023 -0.082244999999999999 0.091495000000000007 -0.083995 0.090195000000000011 0.091225000000000014 0.092170000000000016 0.091865000000000016 -0.077604999999999993 -0.082275000000000001 -0.073644999999999988 -0.080659999999999996 -0.084114999999999981 -0.097424999999999998 -0.075609999999999997 -0.073439999999999991 -0.073914999999999995 0.10089500000000003 0.057175000000000011 0.10525500000000003
decision_type=2 2 2 2 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 -5 9 -9 11 -2 -3 -12 14 17 16 -16 18 -14 20 -15 -17 23 -21 -24
right_child=10 2 -4 4 -6 -7 -8 8 -10 -11 12 -13 13 19 15 21 -18 -19 -20 22 -22 -23 24 -25 -26
leaf_value=-0.0018376648672072957 0.0011894176551567892 -4.5790565216514387e-05 0.0011641826988568055 0.00053631741752474549 -0.0023988771292674815 0.0011873325352774065 -0.0021189815148300647 -0.00045270669032593128 0.0022520777729198873 -0.0018061015472099519 -0.00089203975711647234 -0.0012751665039201113 -0.00027702325253138469 0.00021339891942307159 0.0013674103135741078 0.0013626057910738046 -0.0010370839802532558 -0.0015091890036752057 0.0010468449032028054 -0.00095288438007471506 -0.0024695963411953169 0.0035090859321164148 0.0012585978638596958 0.00094232875795128852 1.7506699904083368e-05
leaf_weight=48 82 1125 60 48 67 46 79 46 63 63 86 55 270 52 81 49 50 59 117 207 52 46 109 79 701
leaf_count=48 82 1125 60 48 67 46 79 46 63 63 86 55 270 52 81 49 50 59 117 207 52 46 109 79 701
internal_value=0 -0.000224785 -0.000177426 -0.000228504 -0.00102894 -0.000493652 -0.00110896 -8.58091e-05 0.0011031 -0.000190724 8.70208e-05 -0.000103786 4.04348e-05 8.37102e-05 0.000365676 0.00127394 0.000443415 -9.27301e-05 0.000121101 -7.35085e-05 -0.00112023 0.00241057 2.50684e-05 -0.000426519 0.000185528
internal_weight=0 1700 1652 1592 240 173 127 1352 109 1243 2040 1180 1958 1872 672 226 131 446 387 1200 104 95 1096 286 810
internal_count=3740 1700 1652 1592 240 173 127 1352 109 1243 2040 1180 1958 1872 672 226 131 446 387 1200 104 95 1096 286 810
is_linear=0
shrinkage=0.0995203


Tree=4540
num_leaves=20
num_cat=0
split_feature=28 0 18 18 4 17 9 38 26 26 8 8 26 8 20 1 20 0 0
split_gain=0.0141238 0.00921583 0.0167714 0.0313568 0.00998844 0.014835 0.0104682 0.00630878 0.00643806 0.0134116 0.00754172 0.0194201 0.0365494 0.00810616 0.00778937 0.0180039 0.0135149 0.00710361 0.0104641
threshold=0.083225000000000021 -0.01213 -0.14343999999999998 -0.046804999999999992 0.10373000000000003 -0.0064000000000000003 0.09518500000000002 -0.072014999999999996 -0.025024999999999999 -0.063069999999999987 -0.087444999999999995 -0.089304999999999995 0.088115000000000013 -0.092844999999999997 -0.085594999999999991 -0.0096349999999999995 -0.083495 -0.059114999999999994 -0.093765000000000001
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 -5 -1 9 17 11 13 -13 -10 15 -12 -16 18 -9
right_child=-2 2 3 4 5 -7 -8 8 10 -11 14 12 -14 -15 16 -17 -18 -19 -20
leaf_value=0.0010552423169832435 0.0014265941791657959 0.001309587401833813 -0.0024355423954606501 -0.00011423596441676989 0.0018123839968302833 -0.00040267061657175095 -0.0019364505697868914 0.00023030105133622808 -0.00013975848448617476 -0.0016884806059052724 -0.00016581298936550688 -0.00010963791320208565 -0.0035003575752106664 0.00071261239910995 -0.0013279359341375882 0.0018809823958048407 0.00017810316797665045 0.00083817233718285139 -0.00083507202233229201
leaf_weight=60 69 46 80 89 49 76 49 188 462 61 86 97 47 145 61 83 1731 66 176
leaf_count=60 69 46 80 89 49 76 49 188 462 61 86 97 47 145 61 83 1731 66 176
internal_value=0 -1.05054e-05 -0.000468561 -0.000709417 -0.000181247 0.000459082 -0.000767187 4.3851e-05 2.46496e-05 -0.00030659 8.49214e-05 -0.000182703 -0.00122202 6.2507e-05 0.00018783 0.000834574 0.00012638 -0.00010865 -0.000282575
internal_weight=0 3652 389 343 263 125 138 3263 3203 491 2712 751 144 607 1961 169 1792 430 364
internal_count=3721 3652 389 343 263 125 138 3263 3203 491 2712 751 144 607 1961 169 1792 430 364
is_linear=0
shrinkage=0.0995203


Tree=4541
num_leaves=18
num_cat=0
split_feature=28 2 2 26 26 26 26 18 0 2 8 6 6 3 26 3 8
split_gain=0.0114535 0.00967866 0.017619 0.0175632 0.0287402 0.0188137 0.0156478 0.0141853 0.0130446 0.0100666 0.00902033 0.00898548 0.0250831 0.0200638 0.0177084 0.0280715 0.00998342
threshold=0.083225000000000021 -0.086414999999999992 -0.086050000000000001 0.087170000000000011 0.085570000000000021 0.089005000000000015 0.084435000000000024 0.086800000000000016 -0.068604999999999985 -0.085599999999999996 -0.080724999999999991 0.11642500000000001 0.098855000000000012 0.097880000000000023 0.096980000000000025 0.10850000000000003 -0.087374999999999994
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 -5 7 8 -1 -4 -7 12 16 -14 15 -13 -11
right_child=-2 2 9 5 -6 10 -8 -9 -10 11 -12 14 13 -15 -16 -17 -18
leaf_value=-0.00036419033156034929 0.0012846191447940646 0.001912868323059116 -0.0012076339485896656 0.0016545812767041002 -0.0027887058541745577 0.00052130363742901038 0.0012255999224054729 0.00090025674234580125 -0.0015277770356390261 -0.00019831951864769952 -0.00092177574973949109 0.0024332005714663902 -0.0020467122914388414 0.00026847370805077142 -0.00054425824846901006 -0.00052688697501022475 0.00024508977979340334
leaf_weight=291 69 51 62 80 54 86 54 58 144 735 85 88 100 58 73 49 1584
leaf_count=291 69 51 62 80 54 86 54 58 144 735 85 88 100 58 73 49 1584
internal_value=0 -9.50453e-06 7.96345e-05 -0.000303411 -0.00059596 0.000393816 -0.000377995 -0.000555303 -0.00075126 4.53262e-05 -0.000191229 7.45417e-05 2.12107e-05 -0.00119165 0.000699696 0.00136851 0.0001042
internal_weight=0 3652 2800 852 601 251 547 493 435 2749 171 2687 2477 158 210 137 2319
internal_count=3721 3652 2800 852 601 251 547 493 435 2749 171 2687 2477 158 210 137 2319
is_linear=0
shrinkage=0.0995203


Tree=4542
num_leaves=12
num_cat=0
split_feature=28 21 26 0 10 9 17 4 1 1 1
split_gain=0.00933465 0.00809607 0.0155151 0.0217495 0.0107978 0.00597825 0.0055678 0.00480701 0.00470197 0.0237891 0.0207827
threshold=0.082705000000000015 0.15544000000000005 -0.14859999999999998 -0.068604999999999985 0.089090000000000016 0.089105000000000018 -0.56005499999999986 0.096160000000000009 -0.080085000000000003 -0.080954999999999985 -0.078509999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 7 -4 9 -8 -10
right_child=-2 -3 4 -5 -6 -7 8 -9 10 -11 -12
leaf_value=0.00060371124208901034 0.0011350729351661713 0.001074479897835231 7.9190565022718831e-05 -0.0027324709453834996 -0.0012645741765254163 -0.00084284223808029214 -3.8899647714615803e-05 0.0014919569656473796 0.0016652809442778138 -0.0020969958511872729 4.0418505732587012e-05
leaf_weight=49 72 67 50 49 64 66 991 48 81 59 2125
leaf_count=49 72 67 50 49 64 66 991 48 81 59 2125
internal_value=0 -9.08852e-06 -2.95848e-05 -0.000975225 1.55487e-05 -0.000219366 4.02197e-05 0.000779511 1.77169e-05 -0.000155325 0.000100451
internal_weight=0 3649 3582 164 3418 115 3354 98 3256 1050 2206
internal_count=3721 3649 3582 164 3418 115 3354 98 3256 1050 2206
is_linear=0
shrinkage=0.0995203


Tree=4543
num_leaves=16
num_cat=0
split_feature=28 10 9 26 5 17 9 17 4 3 1 1 1 1 5
split_gain=0.00756867 0.0065517 0.0181088 0.00805449 0.017729 0.0105104 0.0177975 0.00810581 0.0104376 0.00472776 0.003947 0.0197515 0.0162196 0.0107218 0.00721139
threshold=0.082705000000000015 0.086165000000000019 0.098465000000000011 -0.086635000000000004 -0.49053999999999998 -0.092649999999999996 0.091010000000000021 -0.55286000000000002 0.08167000000000002 0.11339500000000001 -0.080085000000000003 -0.080954999999999985 -0.078509999999999983 -0.077634999999999996 -0.095169999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 9 -7 8 -5 -6 11 14 -12 -14 -9
right_child=-2 2 -4 7 5 6 -8 10 -10 -11 12 -13 13 -15 -16
leaf_value=0.0013524308038145262 0.0010221103106292932 -0.0016469406750263765 0.00062712378537134223 -4.0996499840310708e-05 0.00044731164934269885 -0.00018790419617647114 -0.0022184678926983211 -0.0012265503781134115 0.0020079083724503948 -0.0008157175071401866 0.0014995518144623444 -0.0018883025175216131 -0.0014221638360428456 9.8391054868147556e-05 5.0840503438405304e-05
leaf_weight=47 72 81 60 49 78 85 88 46 48 47 81 59 47 1934 899
leaf_count=47 72 81 60 49 78 85 88 46 48 47 81 59 47 1934 899
internal_value=0 -8.13938e-06 -0.000673448 1.83686e-05 -0.000437917 -0.000723034 -0.00122552 6.83961e-05 0.000964456 -2.10384e-05 3.97802e-05 -0.000121639 0.000118773 6.1902e-05 -1.04732e-05
internal_weight=0 3649 141 3508 345 298 173 3163 97 125 3066 1004 2062 1981 945
internal_count=3721 3649 141 3508 345 298 173 3163 97 125 3066 1004 2062 1981 945
is_linear=0
shrinkage=0.0995203


Tree=4544
num_leaves=21
num_cat=0
split_feature=5 0 18 18 5 23 0 21 3 2 29 29 18 0 5 0 17 9 0 3
split_gain=0.0121839 0.0133582 0.013458 0.0120725 0.0126659 0.0107706 0.0119416 0.0106642 0.00995405 0.0133797 0.0118487 0.0144468 0.00945675 0.00739971 0.0247919 0.00807223 0.00659897 0.00823337 0.00607778 0.0102998
threshold=0.27139000000000008 -0.062294999999999996 -0.14624999999999996 -0.12363 0.51775000000000015 -0.022119999999999997 -0.066264999999999991 0.11639500000000003 0.13345500000000002 0.31852000000000008 -0.080349999999999991 -0.049035000000000002 -0.060544999999999995 -0.071799999999999989 -0.080724999999999991 -0.073664999999999994 -0.082354999999999998 -0.076039999999999983 -0.072529999999999997 0.15778000000000003
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 7 4 -3 6 -1 -2 10 18 16 -12 -5 15 -15 -13 -7 -18 -10 -20
right_child=1 3 -4 12 -6 8 -8 -9 9 -11 11 13 -14 14 -16 -17 17 -19 19 -21
leaf_value=-3.9549445903100227e-05 -0.0019226808822039114 0.0024461249086982443 0.0011431778066441356 -0.0008376610510544936 0.00040514932893512316 -6.2436348526581479e-05 0.0020713132231144726 1.6601575847031282e-05 0.00061193917692801091 -0.001986352438292001 0.001783225044840363 -3.0938897533281638e-05 0.0010002852413892359 0.002579794241445835 0.00011113747871815838 -0.001220370903610429 -0.00042940307648464942 -0.0021985943017740722 -0.0013944528928946671 0.00042377512053291816
leaf_weight=55 46 80 55 46 50 74 50 70 55 59 46 2313 69 46 332 58 55 52 74 52
leaf_count=55 46 80 55 46 50 74 50 70 55 59 46 2313 69 46 332 58 55 52 74 52
internal_value=0 0.000537658 -0.000133153 0.0010092 0.00166743 -3.35533e-05 0.000957827 -0.000745368 -6.61757e-05 -0.000682803 -1.61726e-05 3.408e-05 0.000257988 4.51307e-06 0.000413722 -6.03804e-05 -0.000796695 -0.00129685 -0.000253366 -0.000637576
internal_weight=0 416 171 245 130 3321 105 116 3216 240 2976 2795 115 2749 378 2371 181 107 181 126
internal_count=3737 416 171 245 130 3321 105 116 3216 240 2976 2795 115 2749 378 2371 181 107 181 126
is_linear=0
shrinkage=0.0995203


Tree=4545
num_leaves=16
num_cat=0
split_feature=5 0 4 3 3 2 5 8 3 4 8 36 7 4 2
split_gain=0.0098959 0.0108268 0.0100068 0.00921249 0.00920958 0.0185782 0.0160604 0.00905141 0.010269 0.0110074 0.00890953 0.0084334 0.00845939 0.00888268 0.0026433
threshold=0.27139000000000008 -0.062294999999999996 0.10343500000000001 0.11462500000000002 0.10457000000000002 -0.068779999999999994 0.41763500000000009 0.24853500000000003 0.31589000000000006 0.14903500000000006 -0.069444999999999993 0.086430000000000021 -0.075879999999999989 0.13657000000000005 -0.015714999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 4 10 -3 6 -6 8 9 11 -2 12 -1 -14 -13
right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 -12 14 13 -15 -16
leaf_value=0.0011886968614066332 0.0014158115883611884 0.0024638773489643814 -0.00028898906978843037 -0.0011290727298976131 0.00030737997022340291 -0.0006982153494786579 0.0029186428966302214 0.0012718429086828087 -0.0014526453938399091 0.0014825380844946954 -0.00036666272412852116 -0.001515068627116973 -7.1442824301253853e-05 0.0010868855471615972 -0.00042785752814972048
leaf_weight=56 49 47 53 59 46 50 49 52 51 47 63 47 2954 67 47
leaf_count=56 49 47 53 59 46 50 49 52 51 47 63 47 2954 67 47
internal_value=0 0.000484542 0.000909095 -0.000118949 0.00124408 0.00084305 0.00166286 -3.02386e-05 -5.12012e-05 -2.87363e-05 0.000405861 -5.13943e-05 -2.27548e-05 -4.54823e-05 -0.000980172
internal_weight=0 416 245 171 192 145 95 3321 3269 3218 112 3171 3077 3021 94
internal_count=3737 416 245 171 192 145 95 3321 3269 3218 112 3171 3077 3021 94
is_linear=0
shrinkage=0.0995203


Tree=4546
num_leaves=19
num_cat=0
split_feature=9 10 10 9 5 0 5 3 36 1 9 3 5 17 29 18 5 18
split_gain=0.00804005 0.00851336 0.0130969 0.00716036 0.0106314 0.0081757 0.023757 0.0134346 0.00636413 0.00707435 0.00566859 0.0420221 0.00738203 0.0173454 0.017218 0.0156281 0.0244301 0.0151732
threshold=0.08938500000000002 0.093790000000000026 0.086275000000000018 0.089745000000000033 0.51797000000000015 -0.071799999999999989 -0.080724999999999991 0.11225500000000002 0.088655000000000025 0.51613500000000012 0.088510000000000019 0.089605000000000018 -0.013944999999999999 0.0031350000000000006 -0.036879999999999996 -0.01205 -0.025879999999999997 -0.0079049999999999988
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 7 -7 -5 9 10 12 -12 15 14 -14 16 -1 -17
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 11 -13 13 -15 -16 17 -18 -19
leaf_value=-0.0004161628092481472 0.0013675545757024002 -0.0010020778387642051 0.0015662489531106422 -0.00013253477090706105 -0.001344106589988779 0.0024509936463068035 0.00025735270067797807 0.0013532079907050685 0.00092778769855790999 -0.0012780253143445761 0.00098585637009707952 -0.0024960193366672322 -0.0013302872852263175 -0.0015614771707489507 4.108034326652729e-05 -0.0016743441532356958 0.0019013192403540744 6.3093348905062692e-05
leaf_weight=75 49 55 72 695 46 56 397 66 59 51 70 67 102 90 809 53 111 814
leaf_count=75 49 55 72 695 46 56 397 66 59 51 70 67 102 90 809 53 111 814
internal_value=0 0.000209109 0.000257939 0.000185351 0.000138727 0.000195588 0.000530339 -2.60349e-06 -9.09169e-05 -0.00011809 -9.07165e-05 -0.000710984 -4.89467e-05 -0.000242746 -0.000111566 0.000134505 0.00096245 -4.21727e-05
internal_weight=0 1436 1381 1309 1260 1214 453 761 2301 2242 2191 137 2054 1001 911 1053 186 867
internal_count=3737 1436 1381 1309 1260 1214 453 761 2301 2242 2191 137 2054 1001 911 1053 186 867
is_linear=0
shrinkage=0.0995203


Tree=4547
num_leaves=24
num_cat=0
split_feature=8 4 4 2 9 4 3 4 4 3 2 12 3 6 3 18 9 9 6 2 2 3 3
split_gain=0.00741537 0.00973693 0.0140001 0.013861 0.0281304 0.0108393 0.017911 0.0170119 0.0144176 0.0119486 0.0101887 0.0092896 0.00563934 0.021117 0.0209238 0.00766498 0.00979861 0.0126759 0.00912948 0.00650922 0.00839879 0.01113 0.00990152
threshold=-0.079854999999999995 0.13424500000000003 0.10845500000000002 0.11241000000000002 -0.076039999999999983 0.10098000000000003 0.10749000000000002 0.089610000000000009 0.08544000000000003 0.098755000000000023 -0.069969999999999991 -0.072134999999999991 0.092635000000000023 0.10615500000000003 0.094525000000000012 0.10492000000000003 0.089255000000000015 0.088285000000000016 0.087575000000000028 -0.088764999999999997 -0.0064000000000000003 0.11404500000000002 0.13345500000000002
decision_type=2 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 2 5 4 -4 7 -7 8 10 -9 -2 -1 13 15 -14 16 17 -13 -17 -16 21 -21 -22
right_child=1 -3 3 -5 -6 6 -8 9 -10 -11 -12 12 14 -15 19 18 -18 -19 -20 20 22 -23 -24
leaf_value=-0.0014863338426860219 0.00032808223807138752 0.0011906106241146572 0.00022590496438548724 0.0004932982575065047 -0.0029459176638770546 0.00013289123773196939 0.0025517379487824811 -0.002254983790648393 0.0016204137358286196 -9.9002023122086587e-05 -0.00026943591511275825 -0.00022078012148335019 0.0017233842025056428 -0.0022080933985914549 0.00089879277552720098 -0.00034926610847472675 -0.0012458325773794716 0.0010635571045047921 0.0014848661257948366 -0.0010746995788581131 0.00083125740618706365 0.0004824036432066261 -0.00047712085191617463
leaf_weight=48 913 87 53 57 57 79 50 48 69 56 408 901 75 50 62 47 82 83 61 158 125 63 105
leaf_count=48 913 87 53 57 57 79 50 48 69 56 408 901 75 50 62 47 82 83 61 158 125 63 105
internal_value=0 0.000161488 0.000111012 -0.000755624 -0.00141023 0.00020069 0.00107678 0.000124496 0.000216847 -0.00110194 0.000142915 -0.000118826 -8.21486e-05 -0.00020414 0.000170401 -0.000118096 -0.00019963 -0.000111615 0.000679099 -5.50471e-05 -0.000187989 -0.000627115 0.000230395
internal_weight=0 1877 1790 167 110 1623 129 1494 1390 104 1321 1860 1812 1224 588 1174 1066 984 108 513 451 221 230
internal_count=3737 1877 1790 167 110 1623 129 1494 1390 104 1321 1860 1812 1224 588 1174 1066 984 108 513 451 221 230
is_linear=0
shrinkage=0.0995203


Tree=4548
num_leaves=35
num_cat=0
split_feature=3 17 2 6 2 9 5 3 9 6 9 5 9 1 9 18 5 8 5 26 1 17 9 8 8 18 6 8 26 3 26 3 17 21
split_gain=0.0105357 0.014166 0.0347982 0.0224374 0.0134168 0.0270459 0.0458439 0.0520417 0.0228239 0.031321 0.0222618 0.0216941 0.0200514 0.0162705 0.0150818 0.00923471 0.0125152 0.0114187 0.0130087 0.0121339 0.0113688 0.00881209 0.0139557 0.00885863 0.0193621 0.026693 0.0244386 0.0160353 0.00786911 0.0187292 0.0134579 0.0110372 0.0165995 0.0120502
threshold=0.094410000000000008 -0.065699999999999995 0.092170000000000016 0.10449000000000003 -0.086414999999999992 0.084675000000000014 -0.14118999999999998 0.083875000000000019 0.091690000000000021 0.089165000000000022 0.084515000000000021 -0.082635 0.083610000000000032 0.41897000000000012 0.089105000000000018 0.089365000000000014 -0.015824999999999995 -0.080445000000000003 0.066815000000000027 0.085075000000000026 -0.0043399999999999992 -0.54441499999999998 0.094085000000000016 0.24853500000000003 0.0012600000000000003 0.098840000000000025 -0.095814999999999997 0.085560000000000011 -0.019129999999999998 0.10377500000000002 -0.088059999999999986 0.097880000000000023 0.060860000000000011 -0.075024999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 6 13 -8 9 -7 12 -10 -3 -6 -12 16 20 19 -19 -18 -1 22 -2 24 28 26 -26 -28 29 -23 -31 32 -30 -33
right_child=21 3 -4 -5 5 8 7 -9 11 -11 14 -13 -14 -15 -16 -17 17 18 -20 -21 -22 23 -24 -25 25 -27 27 -29 31 30 -32 33 -34 -35
leaf_value=0.0023685683816059436 -0.00044400293844803709 -0.00025074346786596271 -0.0025321183904519458 0.0020998050220906979 -0.0019298804891578084 0.00029360619029573221 -0.00033509264710842413 0.0030304347592197229 -0.00046374962496487982 -0.0013948434359294425 0.0016699526537527459 0.0020345029207628857 -0.0029387997396129006 0.00069494491849098668 -0.00042822062369621104 -0.00094571271991990291 -0.0011021506200030384 0.0011706763693543909 -0.00030695358473849146 0.00013133716714546393 0.00015940212712094477 0.0022259148524492 0.0015939171623002358 0.0011352633963645188 -0.0036661850034963943 0.00083062185908379415 -0.0018513007838864733 0.00046977030604685035 -0.0017070631412606006 0.0013393895966888061 -0.000640390048165931 0.001058825448825395 0.0001456451457903272 -0.00016849077278727315
leaf_weight=46 61 68 55 74 46 395 64 154 51 150 62 103 47 47 74 80 134 136 103 190 48 47 72 48 46 54 77 47 106 49 111 89 86 719
leaf_count=46 61 68 55 74 46 395 64 154 51 150 62 103 47 47 74 80 134 136 103 190 48 47 72 48 46 54 77 47 106 49 111 89 86 719
internal_value=0 0.000215677 -0.000116967 0.000413635 0.000314035 0.000476199 0.00124859 0.00203863 0.000131376 -0.000169603 -0.000335235 0.00120184 -0.00135646 -0.000594554 0.00052228 6.21576e-05 0.000186128 7.1812e-06 0.000530448 -0.000376282 0.00124919 -0.000121466 0.000653077 -0.000191671 -0.000236752 -0.0010868 -0.00170068 -0.000964938 -7.83185e-05 0.000479058 -2.89659e-05 -0.000194514 -0.000872941 -3.22905e-05
internal_weight=0 2127 792 1335 1261 1010 311 218 699 545 251 154 115 93 136 737 657 563 239 324 94 1612 133 1479 1431 224 170 124 1207 207 160 1000 192 808
internal_count=3739 2127 792 1335 1261 1010 311 218 699 545 251 154 115 93 136 737 657 563 239 324 94 1612 133 1479 1431 224 170 124 1207 207 160 1000 192 808
is_linear=0
shrinkage=0.0995203


Tree=4549
num_leaves=30
num_cat=0
split_feature=3 17 6 17 2 2 3 3 3 17 0 17 18 1 1 0 18 17 3 17 18 17 2 17 21 26 26 20 18
split_gain=0.00853121 0.0119897 0.0196328 0.0187912 0.0122717 0.0418621 0.0199846 0.0188866 0.0137912 0.0107948 0.0137971 0.0262996 0.0186666 0.01662 0.0182747 0.018467 0.0163177 0.00815882 0.0178422 0.006198 0.0154419 0.0122282 0.0234368 0.00889922 0.0284759 0.0100355 0.00835202 0.0100981 0.00804682
threshold=0.094410000000000008 -0.012064999999999999 0.10449000000000003 -0.010239999999999999 -0.082704999999999987 -0.082139999999999991 0.083955000000000016 0.087625000000000022 0.093245000000000022 -0.015464999999999998 -0.087084999999999982 -0.038314999999999995 0.089020000000000016 0.0022300000000000006 -0.0072799999999999991 -0.090124999999999997 -0.019539999999999998 0.51326500000000019 0.10214500000000003 0.060860000000000011 -0.060544999999999995 0.3137100000000001 -0.041009999999999998 0.00079000000000000023 0.091325000000000031 0.31428500000000009 -0.15514999999999998 -0.079225000000000004 0.14330000000000004
decision_type=2 2 2 2 2 2 2 2 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 -6 -5 -8 -7 10 13 12 16 14 15 -1 -12 19 -19 23 -21 22 -22 25 -25 26 27 -2 -28
right_child=17 2 -4 4 5 8 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20 20 21 -23 -24 24 -26 -27 28 -29 -30
leaf_value=0.0002647905091762727 -0.0019140354581124986 0.0022843312187602236 0.0020591589608269277 -0.0015717680251407006 0.00325616242647852 6.2751086692129017e-05 0.00083682169832062189 -0.00089508251987173318 0.0017037400517502057 -0.0013707439834383746 -9.4966166752103863e-05 0.0019953572627024662 -0.0015182907624503796 0.00084243604192258206 -0.0020302398093810323 -0.0020190139157520654 0.0011077415297499082 -0.0023657611869193251 0.00028288678761732476 0.0020296662582138239 0.0017176859750918155 -0.00087838896144343996 -0.0006287751326188852 -0.0021701956609589193 0.00092536419491987302 -0.0013232446335325423 2.3070444628735998e-05 4.2845277295936729e-05 0.0011492293599117372
leaf_weight=146 47 46 69 85 50 473 165 100 57 57 367 80 65 75 86 46 160 48 52 46 85 91 83 75 48 59 853 57 68
leaf_count=146 47 46 69 85 50 473 165 100 57 57 367 80 65 75 86 46 160 48 52 46 85 91 83 75 48 59 853 57 68
internal_value=0 0.000194137 0.000434629 0.000318941 0.000220848 0.000502138 -0.000242951 0.000180184 0.00024078 -3.73752e-05 3.59745e-05 0.00030135 7.10471e-05 -0.000466897 -0.000823079 -0.000278108 0.000268629 -0.000109226 -0.000980279 -5.10754e-05 0.000348943 4.72754e-05 0.00055355 -0.000152835 -0.000955517 -6.1001e-05 1.08564e-05 -0.000833643 0.000107107
internal_weight=0 2127 1045 976 930 580 350 265 530 1082 1025 672 592 353 278 192 527 1612 100 1512 305 259 168 1207 123 1084 1025 104 921
internal_count=3739 2127 1045 976 930 580 350 265 530 1082 1025 672 592 353 278 192 527 1612 100 1512 305 259 168 1207 123 1084 1025 104 921
is_linear=0
shrinkage=0.0995203


Tree=4550
num_leaves=25
num_cat=0
split_feature=9 9 3 3 3 5 17 17 5 20 20 8 20 2 3 19 17 17 1 8 22 17 9 3
split_gain=0.00746919 0.0412607 0.0112261 0.0272454 0.0199223 0.0199594 0.0376051 0.0149071 0.0139247 0.00811211 0.0263967 0.0170302 0.0127461 0.00816125 0.0133188 0.0070445 0.00634728 0.00605507 0.0256442 0.00553575 0.00541554 0.00533056 0.0211664 0.00522964
threshold=0.083875000000000019 0.084115000000000009 0.085195000000000007 0.087745000000000031 0.083875000000000019 -0.020074999999999999 -0.083000000000000004 0.056905000000000011 -0.021739999999999999 -0.057024999999999999 -0.070634999999999989 1.0000000180025095e-35 -0.034144999999999995 -0.0043799999999999993 0.10648500000000002 -0.031244999999999998 0.12439000000000001 0.51326500000000019 -0.050379999999999994 -0.014854999999999998 0.099745000000000014 0.32384000000000007 0.091750000000000012 0.14530500000000005
decision_type=2 2 2 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 7 -7 -1 -4 10 13 12 -11 19 -15 -3 -14 20 -19 -5 21 23 -23 -17
right_child=1 15 3 9 -6 6 -8 -9 -10 11 -12 -13 16 14 -16 17 -18 18 -20 -21 -22 22 -24 -25
leaf_value=7.1411209222595762e-05 0.0025366448020524091 -0.00086273503346576174 -0.0031267727999035682 -0.00014203055810473809 0.0019664410227384402 0.00040321465374145013 -0.0029058947842056301 0.0023157112467986182 -0.00077818078771757688 -0.0017264047542170952 0.0024455950457965346 -0.0020124001289600949 -0.00015936903920916049 -0.0017170059000127769 0.00026487796244318716 0.00011115052974438991 0.00091478778611084864 -0.002406469227905033 0.00048537997437196416 0.0013443375020267061 -0.0006693699483018503 0.002259828982565049 -9.4290220473562902e-05 0.0010971838486582388
leaf_weight=83 70 75 47 52 61 91 54 46 56 46 47 56 311 62 72 1970 66 47 85 46 76 58 107 55
leaf_count=83 70 75 47 52 61 91 54 46 56 46 47 56 311 62 72 1970 66 47 85 46 76 58 107 55
internal_value=0 0.000153533 -0.000147846 -0.00033851 0.000339744 -1.94163e-05 -0.000823498 0.000878051 -0.00185782 -0.00013098 0.000293956 -0.000380199 -0.000162181 -0.000138408 -0.000646004 8.57461e-05 2.65083e-05 0.000115752 -0.000538092 0.000547299 0.000154202 0.000183156 0.000728257 0.000138336
internal_weight=0 2543 1196 861 335 274 145 129 103 758 279 479 423 232 134 2473 377 2398 132 98 2266 2190 165 2025
internal_count=3739 2543 1196 861 335 274 145 129 103 758 279 479 423 232 134 2473 377 2398 132 98 2266 2190 165 2025
is_linear=0
shrinkage=0.0995203


Tree=4551
num_leaves=16
num_cat=0
split_feature=7 10 8 4 4 30 8 21 21 20 2 17 8 2 4
split_gain=0.00645865 0.00885206 0.00686993 0.0109136 0.0104318 0.00843815 0.00991778 0.007826 0.0153724 0.0146173 0.0123505 0.00787866 0.0140465 0.00799293 0.0087882
threshold=0.085015000000000021 0.077165000000000025 -0.49499500000000002 0.12061000000000001 0.13584500000000002 0.095355000000000023 -0.26194999999999996 0.094640000000000016 0.096415000000000015 -0.092114999999999989 -0.065379999999999994 0.51326500000000019 -0.07594999999999999 0.13896000000000006 0.084755000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 6 -6 11 -9 -10 -11 13 -13 14 -4
right_child=1 -3 4 -5 5 -7 -8 8 9 10 -12 12 -14 -15 -16
leaf_value=0.00033102601530003495 -0.0016738541946829139 0.000204945057548396 0.00024615273081421342 -0.0016893478475650998 0.00048226623048341878 -0.00017903268802776351 0.0024915882109969203 -0.0019692070705046613 -0.0013530729002929308 0.00041897989264686635 -0.00050882366031943362 -0.0016556588178978462 0.00062252129055030984 0.0014238397384278886 -0.00021387610703822043
leaf_weight=50 50 48 1984 55 53 46 47 47 82 371 230 63 46 50 517
leaf_count=50 50 48 1984 55 53 46 47 47 82 371 230 63 46 50 517
internal_value=0 -0.000745273 7.29112e-05 -0.000719469 9.66721e-05 0.000920749 0.00143483 6.09394e-05 -0.000227276 -0.000106208 6.25515e-05 0.000140344 -0.000686715 0.000176004 0.000150729
internal_weight=0 98 3641 105 3536 146 100 3390 730 683 601 2660 109 2551 2501
internal_count=3739 98 3641 105 3536 146 100 3390 730 683 601 2660 109 2551 2501
is_linear=0
shrinkage=0.0995203


Tree=4552
num_leaves=21
num_cat=0
split_feature=3 5 5 5 20 20 18 20 3 6 6 9 9 9 9 3 20 6 0 3
split_gain=0.00920322 0.00774657 0.0140094 0.033686 0.0120835 0.0252507 0.0142042 0.020192 0.0416008 0.0138298 0.020901 0.0150677 0.0120677 0.0169667 0.0126299 0.0119571 0.00895979 0.0116177 0.0191342 0.0105317
threshold=-0.15154999999999999 0.51100000000000012 -0.0083599999999999994 -0.0071849999999999995 -0.014955 -0.0070099999999999997 -0.085834999999999995 -0.080934999999999993 0.09304500000000003 0.099330000000000016 0.10681500000000003 0.11296000000000002 0.09649000000000002 0.089025000000000021 0.10078500000000003 0.087625000000000022 -0.15398499999999998 0.090710000000000027 -0.080500000000000002 0.081685000000000021
decision_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 6 -6 -2 15 -9 11 -11 -7 13 -3 -14 -8 -5 19 -19 -18
right_child=1 12 3 16 5 9 7 8 -10 10 -12 -13 14 -15 -16 -17 17 18 -20 -21
leaf_value=-0.0013325521436530806 -0.0016985681109082541 -0.001176398736768906 0.0025995222915213964 0.0012107858690157225 0.0017376394950636945 -0.00016101251523654151 0.0012215928727781458 -0.0025675658154435121 -0.00020171151148164814 0.0025423380935370487 -2.5240950620649932e-05 -0.0018504237021900575 -0.002669714540311965 0.0011330877904602392 -0.00035213517749594665 -0.00014551990470489844 -0.0010886325196898089 -0.0018145741101622428 -1.3431770221040526e-05 0.00032215333456016613
leaf_weight=60 89 63 56 68 76 1120 82 104 255 46 97 55 47 63 48 276 56 80 220 774
leaf_count=60 89 63 56 68 76 1120 82 104 255 46 97 55 47 63 48 276 56 80 220 774
internal_value=0 -8.87641e-05 -5.1958e-05 0.000213198 -0.000203469 -2.55003e-05 -0.000510256 -0.000361611 -0.000889365 -0.00012779 0.000794969 -0.000240788 -0.0006603 -1.51584e-05 -0.00150734 0.000165331 0.000100967 3.34569e-05 -0.000496465 0.000225981
internal_weight=0 3675 3454 1254 2200 1394 806 717 359 1318 143 1175 221 126 95 358 1198 1130 300 830
internal_count=3735 3675 3454 1254 2200 1394 806 717 359 1318 143 1175 221 126 95 358 1198 1130 300 830
is_linear=0
shrinkage=0.0995203


Tree=4553
num_leaves=23
num_cat=0
split_feature=2 17 17 2 2 4 2 2 26 2 0 0 2 26 2 0 17 2 4 2 26 9
split_gain=0.00819056 0.0107965 0.0260369 0.0263762 0.0132168 0.0109713 0.00839707 0.0421516 0.0193977 0.0188159 0.0259727 0.0140865 0.013651 0.00972901 0.00999011 0.0279847 0.0208057 0.00685452 0.0158557 0.0195079 0.0153207 0.00534329
threshold=-0.24151999999999998 -0.092649999999999996 -0.14169499999999999 -0.085599999999999996 -0.080604999999999996 0.10876500000000001 -0.080069999999999988 -0.080695000000000003 0.11377500000000003 -0.08237499999999999 -0.082885 -0.086304999999999993 -0.079555000000000001 -0.100565 0.096520000000000022 -0.19126499999999999 -0.033249999999999995 -0.095204999999999998 0.084900000000000017 -0.087359999999999993 0.089005000000000015 0.08758500000000001
decision_type=2 2 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 -5 17 7 8 9 11 -11 -3 -8 -14 15 -15 -16 20 19 -19 21 -2
right_child=1 6 3 4 -6 -7 12 -9 -10 10 -12 -13 13 14 16 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.0010477157997156722 0.0019300321211344579 0.00012416637928192048 0.003201894664823601 -0.0008243245141797864 0.0012503465924379135 0.0012849413624278407 0.0016174747540710767 -0.0025074588057952749 -0.0020339201744797621 9.1439797474303421e-05 0.0025918953850159934 -0.00068357497451430589 -0.001464880777750934 0.0023626804739729505 -0.0021182658024033623 1.2305252986797947e-05 -0.00011974952757858903 -0.0016477182358834767 -0.0017124276383908249 0.00014594146488643422 -0.00094689501490585238 0.00044091212159586533
leaf_weight=88 48 378 51 46 88 57 49 85 55 176 54 488 48 53 63 955 291 70 70 420 51 51
leaf_count=88 48 378 51 46 88 57 49 85 55 176 54 488 48 53 63 955 291 70 70 420 51 51
internal_value=0 -7.51161e-05 0.000212595 0.00127248 0.000532037 -4.19811e-05 -0.000177053 -0.000367941 -0.000209229 -0.000116914 0.000682063 -0.000330059 -1.47797e-05 -7.20841e-05 -2.23977e-05 0.000136699 -0.00047773 -0.000149662 -0.000310562 -0.000108625 0.000445576 0.00117118
internal_weight=0 3647 952 185 134 767 2695 1236 1151 1096 230 866 1459 1410 1362 1008 354 710 560 490 150 99
internal_count=3735 3647 952 185 134 767 2695 1236 1151 1096 230 866 1459 1410 1362 1008 354 710 560 490 150 99
is_linear=0
shrinkage=0.0995203


Tree=4554
num_leaves=18
num_cat=0
split_feature=1 1 8 1 21 4 4 8 5 5 4 2 0 0 0 2 17
split_gain=0.00822463 0.0674197 0.0258478 0.0189353 0.0501165 0.015902 0.0132493 0.00941753 0.0347064 0.0197833 0.0161478 0.0080683 0.0104726 0.0190228 0.0114988 0.00736123 0.0104611
threshold=0.063010000000000024 0.073820000000000011 0.10649000000000002 0.05309500000000001 0.10787500000000003 0.13584500000000002 0.12061000000000001 -0.010374999999999999 -0.46244499999999994 -0.12429 0.10724500000000002 -0.24151999999999998 -0.069569999999999993 -0.066735000000000003 -0.072274999999999992 -0.083665000000000003 0.22924500000000006
decision_type=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 11 9 10 15 -9 -1 14 -14 -13 -3 -17
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 -12 12 13 -15 -16 16 -18
leaf_value=-0.0010671502360838274 -0.0038420281876191953 0.001006072083987118 -0.0019337300073920473 0.0035233520736004022 -0.00065747859036804023 0.0016099966573915163 -0.0017043478090187001 0.00074782361990111037 0.0023926083433278241 -0.0021083667576184844 -0.0018274496057540852 -8.7985535643645614e-05 0.0020300175653888116 0.00014203327625728909 -0.0012502867821603321 -0.00036843917911569594 0.0011814633320181341
leaf_weight=78 52 69 70 52 62 55 50 49 71 46 47 2103 60 456 88 276 51
leaf_count=78 52 69 70 52 62 55 50 49 71 46 47 2103 60 456 88 276 51
internal_value=0 -0.000387851 -0.000122113 -1.52946e-05 0.00124239 -6.51889e-05 -9.79769e-05 8.4775e-05 0.000722326 -0.000154258 -0.00050446 -6.88432e-05 -3.97754e-05 0.000363153 -0.000135042 7.06679e-05 -0.000124208
internal_weight=0 731 679 3004 114 2890 2835 609 167 442 96 2785 2707 516 2191 396 327
internal_count=3735 731 679 3004 114 2890 2835 609 167 442 96 2785 2707 516 2191 396 327
is_linear=0
shrinkage=0.0995203


Tree=4555
num_leaves=20
num_cat=0
split_feature=1 1 1 8 4 4 2 6 6 1 1 1 26 29 5 5 23 9 29
split_gain=0.00695179 0.0322292 0.0295422 0.0205556 0.0128422 0.00940955 0.00837251 0.0142715 0.0290153 0.00760226 0.0254839 0.0147524 0.00736567 0.017188 0.0157917 0.0115521 0.0103307 0.00729419 0.000649735
threshold=0.058455000000000014 0.05340000000000001 0.067120000000000027 0.10649000000000002 0.13584500000000002 0.12061000000000001 -0.082794999999999994 0.098855000000000012 0.089810000000000015 -0.079844999999999985 -0.083284999999999984 -0.078729999999999994 -0.054024999999999997 -0.055059999999999998 -0.11517000000000001 -0.27860999999999997 -0.022119999999999997 0.08888500000000002 -0.082099999999999992
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 6 7 8 -1 10 -8 -11 13 18 15 16 -14 -9 -4
right_child=2 -3 3 -5 -6 -7 9 17 -10 11 -12 -13 14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00017051472419645164 -0.0021954686086543946 0.0023547181195640006 0 -0.001720809181864196 0.0014497694433028379 -0.0014253658942955242 -0.00011416944389272466 0.0016565581186910202 -0.0017219944638818807 -0.0016417513018043039 0.0014160461741596689 2.8395235850189515e-05 0.0011892407067502829 0.0018277826119281553 -0.0016633147363496069 0.0014668834572135125 -0.00035170484247685672 -2.2184178389821256e-05 -0.0005170963095289052
leaf_weight=944 77 56 46 73 55 51 305 54 137 55 166 1087 50 68 60 51 307 47 46
leaf_count=944 77 56 46 73 55 51 305 54 137 55 166 1087 50 68 60 51 307 47 46
internal_value=0 -9.72216e-06 -0.000344379 -0.000139882 -5.56468e-05 -8.50272e-05 -6.02773e-05 -0.000261664 -0.000367898 8.67902e-05 0.000423404 -5.13241e-05 4.25847e-05 0.000626514 -0.0001553 6.44603e-05 -0.000133593 0.000867256 -0.000252482
internal_weight=0 2957 778 701 2901 2846 2795 1182 1081 1613 471 1142 628 160 468 408 357 101 92
internal_count=3735 2957 778 701 2901 2846 2795 1182 1081 1613 471 1142 628 160 468 408 357 101 92
is_linear=0
shrinkage=0.0995203


Tree=4556
num_leaves=21
num_cat=0
split_feature=2 2 17 5 2 23 36 0 10 17 9 9 2 8 5 20 20 20 21 26
split_gain=0.012214 0.0164834 0.0336913 0.0217961 0.0270166 0.00844112 0.00780326 0.00646299 0.00620659 0.01238 0.00860079 0.018373 0.0145151 0.00981559 0.0116725 0.00613343 0.0123056 0.0129703 0.00439139 0.00235252
threshold=-0.086169999999999983 -0.089054999999999995 -0.14051499999999997 -0.018754999999999997 -0.087075 0.086650000000000019 0.088355000000000031 0.11291000000000002 0.09056500000000002 -0.55157999999999996 0.088825000000000029 0.08758500000000001 -0.097754999999999995 0.095985000000000015 -0.010074999999999999 -0.23803499999999997 -0.097019999999999995 -0.088334999999999983 -0.0086749999999999987 -0.100565
decision_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 -5 6 7 15 9 -1 11 12 -11 14 -12 -2 18 -18 -17 -15
right_child=5 2 3 4 -6 -7 -8 -9 -10 10 13 -13 -14 19 -16 16 17 -19 -20 -21
leaf_value=-0.0013641533529251014 -0.00082729102952865 -0.0025872885443875668 -0.0018855927032628496 0.0016754659025051452 -0.0010269708502819936 -0.0011088554940359154 0.0010974368786715869 -0.0010149953580553049 0.00085464656144958423 -0.00049853841503384548 -3.767001275426454e-05 -0.0021468395711453452 0.0013120926779935302 0.00017317183590935344 0.0017286184610479792 0.00049533172880864929 -0.0014915364221724989 0.00015936211281873935 0.0018113927096859203 -0.00081148865867531337
leaf_weight=69 62 84 56 79 68 53 85 48 74 144 63 46 63 47 87 48 48 2397 58 47
leaf_count=69 62 84 56 79 68 53 85 48 74 144 63 46 63 47 87 48 48 2397 58 47
internal_value=0 -0.000283478 -0.000910162 -0.000212145 0.00041979 0.000133232 0.000157503 0.000127172 -1.17091e-06 -0.000114509 5.73363e-05 -0.000347361 4.85687e-05 0.000480316 0.00098132 0.000148466 0.000172502 0.000126617 0.00122316 -0.00031045
internal_weight=0 927 287 203 147 2799 2746 2661 640 566 497 253 207 244 150 2613 2551 2445 106 94
internal_count=3726 927 287 203 147 2799 2746 2661 640 566 497 253 207 244 150 2613 2551 2445 106 94
is_linear=0
shrinkage=0.0995203


Tree=4557
num_leaves=23
num_cat=0
split_feature=2 9 5 26 2 6 0 5 0 1 3 23 2 2 36 3 3 5 0 0 17 4
split_gain=0.00991206 0.0136221 0.0198831 0.0270245 0.0388507 0.0243089 0.0473969 0.041452 0.0332618 0.0176951 0.00728711 0.00684657 0.00635338 0.0103186 0.0063255 0.00648354 0.0117429 0.00737828 0.0106752 0.00583831 0.0037145 0.00267574
threshold=-0.086169999999999983 0.088825000000000029 -0.0087549999999999989 0.085465000000000027 -0.093109999999999984 0.087575000000000028 -0.085754999999999984 -0.063819999999999988 -0.084759999999999988 -0.082635 0.11492500000000001 0.086650000000000019 -0.095649999999999999 -0.10165999999999999 0.088355000000000031 0.08345000000000001 0.084290000000000018 -0.54165499999999989 -0.225295 -0.089164999999999994 -0.43873000000000001 0.087155000000000024
decision_type=2 2 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 7 -1 -8 -4 12 14 13 20 15 19 -17 -18 -19 -2 -3 -22
right_child=11 10 3 4 -6 -7 8 -9 -10 -11 -12 -13 -14 -15 -16 16 17 18 -20 -21 21 -23
leaf_value=-7.1291998031035696e-05 -0.0014815911481003933 -0.00066209144167266455 0.00056794927022352541 -0.00080720315532634211 -0.00460585259025052 0.0015693253337914935 0.0028054675726730265 -0.0042921669376847363 -0.00068912972618049 -0.0017092928489012697 0.0011195809906276901 -0.00099850200219346943 -0.00087708584395484708 0.0014653446783996142 0.00098821970536369435 0.0014910638118538317 0.0012765198207209238 -0.000933884067722544 0.00013092882960387007 -3.4086249694830166e-05 -0.00018116925918303307 0.00069410952082315386
leaf_weight=46 46 75 87 65 46 72 48 47 61 55 68 53 67 52 85 63 53 97 2330 72 76 62
leaf_count=46 46 75 87 65 46 72 48 47 61 55 68 53 67 52 85 63 53 97 2330 72 76 62
internal_value=0 -0.000255442 -0.000588176 -0.00122433 -0.00238879 0 -0.000560418 -0.00221323 0.000842266 -0.000308316 0.000180888 0.000119944 -8.90885e-06 0.000207503 0.000141829 0.000114485 0.000148206 0.000113763 8.80341e-05 -0.000605306 -9.57321e-05 0.00020614
internal_weight=0 927 527 253 111 274 202 93 109 142 400 2799 332 265 2746 2661 2543 2480 2427 118 213 138
internal_count=3726 927 527 253 111 274 202 93 109 142 400 2799 332 265 2746 2661 2543 2480 2427 118 213 138
is_linear=0
shrinkage=0.0995203


Tree=4558
num_leaves=23
num_cat=0
split_feature=2 9 9 17 6 8 2 3 9 17 26 3 5 9 2 23 36 20 1 1 30 2
split_gain=0.00806569 0.0123169 0.0253657 0.0453337 0.0311298 0.0359248 0.030177 0.0148987 0.0202621 0.00682912 0.00637089 0.0129461 0.00657255 0.0136182 0.00840554 0.00533637 0.00540588 0.00521059 0.00520095 0.0205699 0.00982215 0.00548633
threshold=-0.085944999999999994 0.088825000000000029 0.083955000000000016 -0.16207999999999997 -0.0093650000000000001 -0.085764999999999994 -0.086440000000000003 0.088055000000000022 0.084535000000000013 -0.55286000000000002 -0.230515 0.11642500000000001 0.26473000000000008 0.095415000000000014 -0.095204999999999998 0.086650000000000019 0.088355000000000031 -0.079725000000000004 0.50644500000000015 0.41897000000000012 0.085495000000000029 -0.0043799999999999993
decision_type=2 2 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 -1 -6 7 8 -5 -2 -3 12 14 -14 17 16 18 -12 19 21 -20 -11
right_child=9 10 3 6 5 -7 -8 -9 -10 15 11 -13 13 -15 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=0.0020304253271410003 0.0012633210172592587 -0.00076112556816608121 -0.0034340500729710603 -0.00079969254585382607 -0.0020503766307873499 0.00092224300209753807 -0.002743475102492102 -0.0013354515789667752 0.0015608295760725741 0.00014597875264298941 0.0009459451966154532 0.0018544437426461378 -0.0017369915635315459 0.00058965277993073 0.0016176139133621487 -0.00089913094048463032 0.00088987185183246706 -0.00031707218512735534 -0.0013339482568817461 0.0021119277958943092 0.00047880667771593992 -0.00023124126913174535
leaf_weight=69 50 59 66 62 77 84 48 57 85 1943 47 49 49 50 46 53 85 103 69 50 51 474
leaf_count=69 50 59 66 62 77 84 48 57 85 1943 47 49 49 50 46 53 85 103 69 50 51 474
internal_value=0 -0.000226219 -0.000533751 -0.00111007 0.000259516 -0.00049436 -0.000498162 2.61351e-05 0.000559666 0.000109539 0.000189932 0.00035543 0.000103666 -0.00055365 0.000439854 8.80685e-05 0.000107956 7.32159e-05 8.19488e-05 0.000113346 -0.000556706 7.16631e-05
internal_weight=0 951 548 318 230 161 252 204 147 2775 403 344 295 99 196 2725 2672 150 2587 2467 120 2417
internal_count=3726 951 548 318 230 161 252 204 147 2775 403 344 295 99 196 2725 2672 150 2587 2467 120 2417
is_linear=0
shrinkage=0.0995203


Tree=4559
num_leaves=23
num_cat=0
split_feature=28 27 0 0 8 26 17 19 18 17 2 9 1 18 36 6 3 1 8 3 21 8
split_gain=0.00710276 0.00739675 0.0108826 0.0162559 0.0114181 0.00777754 0.0161993 0.0218722 0.0216113 0.0205703 0.0166997 0.0158877 0.0315792 0.0144621 0.00981448 0.00769885 0.0170683 0.025242 0.00862985 0.010409 0.0102263 0.00436414
threshold=0.087260000000000018 0.086250000000000021 -0.093765000000000001 -0.059114999999999994 -0.094139999999999988 0.089485000000000023 -0.036600000000000001 0.0069650000000000016 -0.11166 -0.0077549999999999997 -0.080484999999999987 0.11296000000000002 0.22584000000000004 -0.087529999999999983 0.088530000000000025 0.041585000000000011 0.10850000000000003 -0.066524999999999987 -0.086404999999999996 0.093835000000000016 -0.076335 -0.07106999999999998
decision_type=2 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 14 7 8 21 10 -8 12 -11 -10 15 18 17 -17 19 -1 -20 -7
right_child=-2 2 3 -5 -6 6 9 -9 13 11 -12 -13 -14 -15 -16 16 -18 -19 20 -21 -22 -23
leaf_value=-0.00086005298485743815 -0.0010345413004004826 2.3693609254034692e-05 -0.0010969439415411976 0.0010248323264690109 0.0020120507968555243 0.00061641554350225214 0.0030375092575733263 -0.0022623509351920828 -0.0017596358764198595 0.000234964375295718 0.0005404478165934245 -0.0010335073095564468 0.0029700440111603893 -6.8511824647620435e-05 0.0013285777137549491 -0.00049066823050735776 -0.0021307271261317923 0.0014844053039217849 0.00094151687242125318 0.00012829055254510573 1.9950527899549246e-05 0.0020134433568341366
leaf_weight=223 62 48 72 71 74 47 53 48 63 472 55 79 46 250 46 574 53 72 137 198 937 46
leaf_count=223 62 48 72 71 74 47 53 48 63 472 55 79 46 250 46 574 53 72 137 198 937 46
internal_value=0 3.93612e-05 0.000545777 -3.775e-05 0.00123646 0 0.000209164 -0.000253278 -1.3735e-05 0.000508125 0.00177344 0.000277853 0.000479429 -0.000411513 -0.000108408 -0.000138909 -0.000411581 -0.000269269 -1.08715e-05 -0.000393282 0.000138268 0.00131622
internal_weight=0 3664 265 143 122 3399 1159 454 406 705 108 597 518 313 2240 2194 699 646 1495 421 1074 93
internal_count=3726 3664 265 143 122 3399 1159 454 406 705 108 597 518 313 2240 2194 699 646 1495 421 1074 93
is_linear=0
shrinkage=0.0995203


Tree=4560
num_leaves=13
num_cat=0
split_feature=19 19 1 6 6 18 6 26 1 6 29 5
split_gain=0.0150086 0.0106989 0.00890547 0.00599799 0.0113984 0.00997765 0.027035 0.0135714 0.00668217 0.00666169 0.00642223 0.00554425
threshold=0.14071500000000006 -0.112555 -0.51744999999999985 -0.09007999999999998 -0.088444999999999982 0.088635000000000019 -0.097850000000000006 -0.112275 0.40780000000000011 -0.097850000000000006 0.0050600000000000011 0.19224000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 5 -5 7 -7 -4 10 -9 -6 -3
right_child=-2 2 3 4 8 6 -8 9 -10 -11 -12 -13
leaf_value=0.0013275685366604102 0.0018419641066631752 0.00023678786843052538 0.0013568754953236129 -0.0014783252133245565 -4.4613699911765963e-05 -0.00016535827385062864 0.0024966569474181039 9.2791225635916242e-05 -0.0012314143522601316 -0.00067171399062491239 0.0010328473888931388 0.0017651254585859778
leaf_weight=64 47 51 74 56 2476 89 65 562 46 141 56 46
leaf_count=64 47 51 74 56 2476 89 65 562 46 141 56 46
internal_value=0 5.16402e-05 2.91175e-05 3.28726e-06 -7.32248e-05 0.000220636 0.000952904 7.44476e-05 -4.23852e-05 -5.93804e-05 -2.04603e-05 0.000970006
internal_weight=0 3726 3662 3565 2634 931 154 777 2578 703 2532 97
internal_count=3773 3726 3662 3565 2634 931 154 777 2578 703 2532 97
is_linear=0
shrinkage=0.0995203


Tree=4561
num_leaves=12
num_cat=0
split_feature=19 19 1 4 0 0 0 4 7 4 0
split_gain=0.0122312 0.00868527 0.00725824 0.0120597 0.00636187 0.0124864 0.0111633 0.0114468 0.00763118 0.00683713 0.0055309
threshold=0.14061500000000002 -0.112555 -0.50388999999999995 0.10300500000000003 0.019150000000000004 -0.014889999999999999 0.12433000000000002 0.10956000000000003 -0.23835999999999999 0.14646500000000004 0.053120000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 8 7 -6 -4 -10 -3
right_child=-2 2 4 -5 6 -7 -8 -9 9 -11 -12
leaf_value=0.0011954485725222477 0.0016134980799133421 0.00070558564764062364 0.0012587160403134067 0.0019268408964867487 -0.0021627651832660535 0.0013624947249829011 0.00030960375031312818 -0.00010917190193909909 0 -0.0011505263859252831 -0.00072925762584021535
leaf_weight=64 50 61 47 52 59 68 82 51 3140 52 47
leaf_count=64 50 61 47 52 59 68 82 51 3140 52 47
internal_value=0 4.58302e-05 2.54983e-05 0.000681009 -4.24246e-06 2.78562e-05 -0.000561372 -0.00121809 0 -1.86995e-05 7.35832e-05
internal_weight=0 3723 3659 160 3499 3307 192 110 3239 3192 108
internal_count=3773 3723 3659 160 3499 3307 192 110 3239 3192 108
is_linear=0
shrinkage=0.0995203


Tree=4562
num_leaves=11
num_cat=0
split_feature=19 18 2 17 3 6 0 26 6 18
split_gain=0.00992767 0.00742281 0.00694912 0.0069811 0.0167728 0.00495616 0.0101404 0.009502 0.00894365 0.00407174
threshold=0.14071500000000006 -0.47082499999999999 0.50951500000000005 -0.55754499999999996 0.10457000000000002 -0.09007999999999998 -0.225295 -0.112275 -0.088444999999999982 -0.086064999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 -8 -7 -10
right_child=-2 2 -4 5 -6 8 7 -9 9 -11
leaf_value=0.0012590178783517033 0.0014980759267419908 0.0019049343669063656 0.0011256717570498345 0.001193351848657961 -0.00049409822253328965 -0.0013312021024183135 0.0011100270827612932 -3.8006842391520676e-05 -0.00027336853254634867 1.4576185274050907e-05
leaf_weight=49 47 61 56 89 54 56 79 733 652 1897
leaf_count=49 47 61 56 89 54 56 79 733 652 1897
internal_value=0 4.18618e-05 2.54192e-05 8.17731e-06 0.000771314 -1.66208e-05 0.000184286 7.2678e-05 -8.64233e-05 -5.87551e-05
internal_weight=0 3726 3677 3621 115 3506 901 812 2605 2549
internal_count=3773 3726 3677 3621 115 3506 901 812 2605 2549
is_linear=0
shrinkage=0.0995203


Tree=4563
num_leaves=13
num_cat=0
split_feature=17 8 19 2 17 21 0 26 18 18 0 5
split_gain=0.0093149 0.0160269 0.00702834 0.00582724 0.00575077 0.00425816 0.0122309 0.00885188 0.00838653 0.022213 0.0129037 0.00316235
threshold=0.51544000000000012 -0.077889999999999987 -0.112555 0.50951500000000005 -0.55754499999999996 0.086690000000000017 -0.20796499999999998 -0.2382 -0.086064999999999989 -0.092864999999999989 -0.23177499999999998 0.62404000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 11 8 -7 -8 9 -6 -10 -4
right_child=1 -3 3 -5 5 6 7 -9 10 -11 -12 -13
leaf_value=0.0010587717189585444 0.0019845026485171076 -0.0002510080542992257 0.0011668432304352213 0.0010136446178659363 6.9562685543087666e-05 0.0014877608772714504 -0.001216753044045974 0.00011567833247363737 -0.0016404097093876773 -0.0013089503376890019 2.9759711072421255e-05 9.5874107008732344e-05
leaf_weight=64 65 61 62 56 289 62 52 964 47 192 1807 52
leaf_count=64 65 61 62 56 289 62 52 964 47 192 1807 52
internal_value=0 0.000895735 2.49727e-05 6.27835e-06 -9.48404e-06 -3.2938e-05 0.000130319 4.66772e-05 -0.000108659 -0.000478994 -1.21386e-05 0.000685512
internal_weight=0 126 3647 3583 3527 3413 1078 1016 2335 481 1854 114
internal_count=3773 126 3647 3583 3527 3413 1078 1016 2335 481 1854 114
is_linear=0
shrinkage=0.0995203


Tree=4564
num_leaves=10
num_cat=0
split_feature=22 20 20 20 20 21 10 10 17
split_gain=0.0320452 0.0221235 0.00792452 0.00753995 0.0148434 0.0119729 0.00675437 0.00761567 0.00862896
threshold=0.13264000000000004 -0.40431 0.14849500000000004 0.084680000000000019 0.096815000000000026 0.10940500000000002 0.091080000000000022 0.087405000000000024 -0.54752499999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 7 8 -3
right_child=-2 2 -4 4 5 -7 -8 -9 -10
leaf_value=-0.0020644035852654453 0.0025318247377902579 -0.00084175987306886035 -0.0010586852684920098 0.0018583097215021929 -0.00078908307119231365 0.0012348288332602842 -0.0011035022396478776 0.0011255221388508574 -3.1496779455672476e-05
leaf_weight=55 47 136 76 61 78 46 61 54 3131
leaf_count=55 47 136 76 61 78 46 61 54 3131
internal_value=0 -8.2926e-05 -5.2786e-05 -3.11244e-05 0.000587084 -3.1675e-05 -6.51833e-05 -4.5865e-05 -6.54773e-05
internal_weight=0 3698 3643 3567 185 124 3382 3321 3267
internal_count=3745 3698 3643 3567 185 124 3382 3321 3267
is_linear=0
shrinkage=0.0995203


Tree=4565
num_leaves=16
num_cat=0
split_feature=27 6 17 5 8 6 8 17 18 6 8 3 26 26 3
split_gain=0.0317345 0.0244457 0.00577356 0.0163627 0.0247416 0.0169298 0.0282917 0.0149966 0.0105574 0.00652243 0.00821928 0.0157627 0.012811 0.00303315 0.00521176
threshold=0.11470500000000003 0.23663500000000004 0.11639500000000001 -0.041054999999999994 -0.081234999999999988 0.11690000000000002 -0.072559999999999999 0.10178500000000003 -0.040349999999999997 -0.47287499999999999 -0.0032949999999999998 0.094410000000000008 0.084735000000000019 0.094025000000000011 0.093835000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 8 -5 6 -6 9 -4 -1 12 -12 -11 14 -10
right_child=-2 -3 3 4 5 -7 -8 -9 13 10 11 -13 -14 -15 -16
leaf_value=-0.0009823743472495317 0.0021175186126466843 -0.0023395123121082335 0.001466773206797604 -0.0022619190809768067 0.00233622081546235 -0.0015128422445354177 -0.0010085382774455774 0.0017292813315667663 -0.00084636536474235727 -0.00043491051960406756 0.00088805134422576123 -7.9985411714014295e-05 7.33718640180807e-05 0.00042173629254570346 8.5999718342484496e-05
leaf_weight=69 66 47 48 91 48 61 52 49 99 741 271 429 1451 78 145
leaf_count=69 66 47 48 91 48 61 52 49 99 741 271 429 1451 78 145
internal_value=0 -8.3965e-05 -5.45516e-05 -0.000330586 -0.000949373 -0.000202415 0.00058876 2.21742e-06 8.8646e-05 -2.60864e-05 -2.98731e-06 0.000293614 -9.80782e-05 -0.000114247 -0.000288941
internal_weight=0 3679 3632 622 252 161 100 3010 370 2961 2892 700 2192 322 244
internal_count=3745 3679 3632 622 252 161 100 3010 370 2961 2892 700 2192 322 244
is_linear=0
shrinkage=0.0995203


Tree=4566
num_leaves=12
num_cat=0
split_feature=22 6 1 2 3 3 27 7 9 3 6
split_gain=0.0259061 0.0182605 0.00493717 0.0113245 0.0148409 0.0173305 0.0044811 0.00497473 0.0127821 0.0141196 0.0115363
threshold=0.13264000000000004 0.23663500000000004 -0.49056499999999997 0.097285000000000024 0.091140000000000013 0.10556500000000002 -0.032854999999999995 0.085015000000000021 0.11408000000000003 0.10214500000000003 0.11481500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -4 8 10 -10 -8
right_child=-2 -3 6 -5 5 -7 7 -9 9 -11 -12
leaf_value=0.002306273613258449 0.0022808067955964687 -0.0019223297646559661 0.00068086789053996093 -0.00059660503492868272 -0.0011910910359165024 0.0014088157708911186 -7.8944093005297916e-05 -0.00085265237397293017 0.0020692754449603392 0.00019159238855397876 -0.00098048447977983066
leaf_weight=50 47 52 76 74 47 55 2905 83 54 154 148
leaf_count=50 47 52 76 74 47 55 2905 83 54 154 148
internal_value=0 -7.01771e-05 -4.35368e-05 0.000406416 0.000900114 0.000202794 -7.35099e-05 -9.08996e-05 -7.12602e-05 0.000683004 -0.000122916
internal_weight=0 3698 3646 226 152 102 3420 3344 3261 208 3053
internal_count=3745 3698 3646 226 152 102 3420 3344 3261 208 3053
is_linear=0
shrinkage=0.0995203


Tree=4567
num_leaves=18
num_cat=0
split_feature=27 21 17 8 3 21 3 0 3 6 8 3 3 18 5 18 6
split_gain=0.0256271 0.0167294 0.0260571 0.00615702 0.0181912 0.0160601 0.0136764 0.0117445 0.0171506 0.0102341 0.0101087 0.00740734 0.0128892 0.00853349 0.00789807 0.0273269 0.0199807
threshold=0.11470500000000003 -0.091104999999999992 -0.0062099999999999994 -0.0032949999999999998 0.087045000000000025 -0.042694999999999997 0.084145000000000011 -0.14824999999999997 0.10850000000000003 0.049085000000000011 -0.0077949999999999998 0.085035000000000013 0.08544000000000003 -0.112385 -0.0091849999999999987 -0.015069999999999998 0.085570000000000021
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 6 -6 -5 8 -7 -9 11 14 -13 -14 15 -3 -16
right_child=-2 3 -4 4 5 7 -8 9 -10 -11 -12 12 13 -15 16 -17 -18
leaf_value=-0.0028209808275509733 0.001906840836624358 -0.002859909422048109 0.00013191386486223808 0.0003432110849120745 0.0017357218872307699 -2.4370713585787331e-05 0.0022532285932771227 0.00024984301128777581 -0.0024714226941448384 -0.00098334661877902559 -0.0014934022586282048 0.0015049104047480408 0.00066755335384594233 -9.4395336105676839e-05 -0.00077562206530430917 -0.00032334255552717272 0.0016422540188540038
leaf_weight=55 66 49 63 86 48 69 67 424 49 79 51 55 157 1981 83 306 57
leaf_count=55 66 49 63 86 48 69 67 424 49 79 51 55 157 1981 83 306 57
internal_value=0 -7.14895e-05 -0.0012375 -3.26219e-05 0.000205918 -1.67678e-05 0.00118497 -0.000153544 -0.00104746 5.45336e-05 -0.000104509 -7.78526e-05 2.6397e-07 -3.80602e-05 -0.000425586 -0.000675767 0.000202952
internal_weight=0 3679 118 3561 822 669 153 621 118 503 2739 2688 2193 2138 495 355 140
internal_count=3745 3679 118 3561 822 669 153 621 118 503 2739 2688 2193 2138 495 355 140
is_linear=0
shrinkage=0.0995203


Tree=4568
num_leaves=20
num_cat=0
split_feature=30 7 2 26 2 5 5 2 5 8 2 26 27 29 2 6 2 20 8
split_gain=0.00870437 0.00759327 0.00740954 0.00777126 0.00770441 0.0245979 0.0111616 0.0140758 0.013544 0.00719144 0.00902147 0.0111494 0.00866957 0.041105 0.0137902 0.00739635 0.00939857 0.00618423 0.005898
threshold=0.12577500000000003 0.093110000000000012 0.0040650000000000018 0.12086000000000002 0.097745000000000012 -0.093384999999999982 -0.013944999999999999 0.11804000000000002 0.23074000000000006 -0.094139999999999988 -0.080744999999999997 0.090095000000000022 0.078330000000000025 -0.034615 -0.010784999999999998 0.087765000000000024 -0.084804999999999992 -0.240845 -0.080659999999999996
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 -4 7 -6 -8 10 15 -12 14 18 17 16 -1 -11 -14
right_child=-2 -3 3 -5 6 -7 8 -9 -10 12 11 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.0001244210387204092 -0.0013441540955306179 0.0010312333117320201 -0.0025485832832716107 -0.0014757926981257081 0.0018784935923191236 0.00016267738771973462 -0.0017832859422703673 3.981226995684093e-05 0.00022116445208565535 0.0011578396259446268 -0.0020748295759899873 -0.00017044739931876407 -0.00043038652460402336 0.0030295366839469874 0.0016333368814406063 -0.00097631344498339055 0.0015678710280450283 1.6354243076960754e-05 0.00089231890830986441
leaf_weight=103 46 74 52 52 52 90 62 204 71 48 56 69 121 57 55 52 47 2394 46
leaf_count=103 46 74 52 52 52 90 62 204 71 48 56 69 121 57 55 52 47 2394 46
internal_value=0 3.30998e-05 1.25323e-05 -0.000312259 -0.000196774 -0.000824414 3.02338e-05 0.000416492 -0.000707086 7.49247e-05 -0.00036539 -0.00103016 0.000128141 0.000721668 7.45692e-05 4.19259e-05 0.000400373 3.91266e-05 -6.11464e-05
internal_weight=0 3705 3631 583 531 142 389 256 133 3048 327 125 2721 224 2497 202 150 2442 167
internal_count=3751 3705 3631 583 531 142 389 256 133 3048 327 125 2721 224 2497 202 150 2442 167
is_linear=0
shrinkage=0.0995203


Tree=4569
num_leaves=10
num_cat=0
split_feature=30 23 3 1 3 9 27 0 29
split_gain=0.0070588 0.00677818 0.00747391 0.0110917 0.0059224 0.00723223 0.00707425 0.0259062 0.00565561
threshold=0.12577500000000003 -0.068919999999999995 0.15361500000000003 0.070450000000000026 0.14530500000000005 0.13642500000000005 0.078330000000000025 -0.038659999999999993 -0.011859999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 8 -8 -3
right_child=-2 2 3 -5 -6 -7 7 -9 -10
leaf_value=0.0012306020794517912 -0.0012103836624949077 0.00067068019260811652 0.00012469942059793596 -0.0018149582381046588 0.0011273878481367131 -0.0010963102426835962 8.7759597678957485e-05 0.0026273033806366044 -2.5920054083210999e-05
leaf_weight=46 46 120 62 54 49 56 237 48 3033
leaf_count=46 46 120 62 54 49 56 237 48 3033
internal_value=0 2.98497e-05 1.45304e-05 -0.000771188 4.04863e-05 2.50093e-05 4.35121e-05 0.000518345 3.32224e-07
internal_weight=0 3705 3659 116 3543 3494 3438 285 3153
internal_count=3751 3705 3659 116 3543 3494 3438 285 3153
is_linear=0
shrinkage=0.0995203


Tree=4570
num_leaves=11
num_cat=0
split_feature=21 5 6 9 18 1 26 2 5 26
split_gain=0.00607334 0.00562594 0.00538277 0.0047356 0.00567502 0.0125616 0.0127554 0.00824061 0.0206831 0.00902101
threshold=0.16638500000000003 0.63223000000000018 0.18123500000000006 -0.37999999999999995 -0.092414999999999983 -0.49837999999999999 0.097125000000000031 -0.13088999999999998 0.063170000000000018 -0.23202999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 8 -6 -9
right_child=-2 -3 -4 4 7 6 -8 9 -10 -11
leaf_value=-0.00083131328913034431 -0.00098833799667308602 -0.00086700495900527991 0.0009736704111312414 -0.0016203551646460641 0.00011477889499832308 0.00010712115266985796 -0.0014410410443801503 -0.0012736230763581511 0.0022079795063366043 7.505399962346075e-05
leaf_weight=62 59 68 61 59 185 430 60 50 63 2654
leaf_count=62 59 68 61 59 185 430 60 50 63 2654
internal_value=0 2.92321e-05 4.62748e-05 3.01677e-05 4.56577e-05 -0.000247726 -8.07792e-05 0.000100497 0.000649821 4.98127e-05
internal_weight=0 3692 3624 3563 3501 549 490 2952 248 2704
internal_count=3751 3692 3624 3563 3501 549 490 2952 248 2704
is_linear=0
shrinkage=0.0995203


Tree=4571
num_leaves=10
num_cat=0
split_feature=28 28 4 0 6 6 6 20 29
split_gain=0.00578114 0.0125613 0.00459175 0.0119136 0.00674468 0.00713331 0.00516779 0.0070832 0.00343364
threshold=0.10337500000000002 1.0000000180025095e-35 0.14154500000000006 -0.059114999999999994 -0.46885499999999997 -0.40707999999999994 -0.23044000000000001 0.09327000000000002 -0.049035000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 -6 -7 -8 -1
right_child=-2 -3 3 -5 5 6 7 -9 -10
leaf_value=0.00024204672457567766 -0.0010967417326193407 0.001608546429824052 -0.0017369534531939941 0.00025573176351620619 -0.0010067661615432307 0.00087521139217764407 4.0193328125799812e-05 -0.00059681008335436272 0.0014762345206532593
leaf_weight=47 46 49 52 68 68 69 3123 183 46
leaf_count=47 46 49 52 68 68 69 3123 183 46
internal_value=0 2.5653e-05 4.21411e-06 -0.000600944 2.49827e-05 2.15462e-06 2.27251e-05 4.68508e-06 0.000861308
internal_weight=0 3705 3656 120 3536 3443 3375 3306 93
internal_count=3751 3705 3656 120 3536 3443 3375 3306 93
is_linear=0
shrinkage=0.0995203


Tree=4572
num_leaves=17
num_cat=0
split_feature=28 4 36 26 26 5 8 8 8 8 3 3 5 17 20 26
split_gain=0.0183052 0.0143044 0.00910656 0.00885002 0.009199 0.0179687 0.0368419 0.0104342 0.017105 0.0119676 0.00794252 0.0362108 0.0160292 0.0371314 0.00866297 0.00302578
threshold=0.083225000000000021 0.15221500000000004 0.087755000000000014 0.090625000000000025 0.089150000000000021 -0.081415000000000001 -0.081324999999999995 -0.084674999999999986 -0.082299999999999998 -0.085764999999999994 0.091225000000000014 0.092395000000000019 -0.084089999999999984 -0.041415 0.0040650000000000018 -0.083385000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=-2 -3 15 10 5 6 -8 8 -10 -11 11 14 13 -15 -16 -17
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leaf_weight=806 70 61 46 87 46 77 72 183 1163 126 61 623 95 110 68 47
leaf_count=806 70 61 46 87 46 77 72 183 1163 126 61 623 95 110 68 47
internal_value=0 -2.39467e-05 -4.97029e-05 -2.37611e-05 7.85568e-05 0.000734726 0.000197933 2.20284e-05 -0.000154816 0.000278307 -0.000266913 -0.000438271 0.000171587 0.000654313 -0.000231791 -0.00102194
internal_weight=0 3671 3610 3517 2473 195 149 2278 1346 932 1044 752 292 205 691 93
internal_count=3741 3671 3610 3517 2473 195 149 2278 1346 932 1044 752 292 205 691 93
is_linear=0
shrinkage=0.0995203


Tree=4573
num_leaves=16
num_cat=0
split_feature=28 4 38 26 9 19 26 1 1 1 18 18 18 18 8
split_gain=0.0148408 0.0116008 0.00793727 0.00702953 0.0107248 0.0229665 0.0297207 0.017554 0.0494682 0.0296714 0.00665799 0.0225314 0.0224068 0.0148747 0.0137878
threshold=0.083225000000000021 0.15221500000000004 -0.080750000000000002 0.090625000000000025 0.097365000000000021 0.0069650000000000016 0.10219500000000002 -0.080844999999999986 -0.083284999999999984 -0.07002499999999999 -0.019539999999999998 -0.015440000000000001 -0.026374999999999999 -0.011039999999999999 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 7 6 -6 8 -5 -9 12 -12 14 -13 -4
right_child=-2 -3 3 4 5 -7 -8 9 -10 -11 11 13 -14 -15 -16
leaf_value=-0.0010651739494788718 -0.0014848572661841728 0.001338916351323148 0.00088892352114779084 -0.00061671278047690907 0.0027959085190892405 -0.0013184673592544522 0.00013091280101883433 -0.0018054372877870529 0.0025781994285264237 -0.00017786874938498313 0.0023454637426618499 -0.0010462969477009879 -0.0020848335024030084 0.00021644873125803635 -0.00017941240969703722
leaf_weight=74 70 61 141 183 52 74 208 183 65 285 47 99 55 1355 789
leaf_count=74 70 61 141 183 52 74 208 183 65 285 47 99 55 1355 789
internal_value=0 -2.16301e-05 -4.48467e-05 -2.32622e-05 -0.000239345 0.000224702 0.000667061 -0.000456958 0.000217363 -0.000816039 6.76745e-05 0.000199828 -0.000132877 0.000129908 -1.65586e-05
internal_weight=0 3671 3610 3536 1050 334 260 716 248 468 2486 1501 985 1454 930
internal_count=3741 3671 3610 3536 1050 334 260 716 248 468 2486 1501 985 1454 930
is_linear=0
shrinkage=0.0995203


Tree=4574
num_leaves=13
num_cat=0
split_feature=28 4 36 9 6 8 8 5 20 5 5 6
split_gain=0.0120332 0.00940733 0.00687828 0.00597822 0.011209 0.0090339 0.00814306 0.0127035 0.00984429 0.00712038 0.042053 0.0105364
threshold=0.083225000000000021 0.15221500000000004 0.089535000000000017 0.11408000000000003 -0.06656999999999999 -0.051259999999999993 -0.083849999999999994 -0.54165499999999989 -0.24910499999999999 -0.025879999999999997 -0.017704999999999995 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 9 -8 -9 11 -11 -1
right_child=-2 -3 -4 4 5 -7 7 8 -10 10 -12 -13
leaf_value=7.0124757900217488e-05 -0.0013370839409315622 0.0012056672691241411 -0.0010473028209817934 0.0014792446093870536 0.00088633910206424148 -0.00083670537980018976 0.0013396520139972985 0.0010900213651962897 -0.00025789781176546132 0.0030678345829807841 0.00013217171119213263 -0.0010811622689100918
leaf_weight=623 70 61 66 74 54 68 53 55 1916 53 558 90
leaf_count=623 70 61 66 74 54 68 53 55 1916 53 558 90
internal_value=0 -1.94775e-05 -4.04061e-05 -2.14237e-05 0.0005124 -6.73362e-05 -5.29195e-05 -0.000178628 -0.000219869 0.000138632 0.00038816 -7.40509e-05
internal_weight=0 3671 3610 3544 196 122 3348 2024 1971 1324 611 713
internal_count=3741 3671 3610 3544 196 122 3348 2024 1971 1324 611 713
is_linear=0
shrinkage=0.0995203


Tree=4575
num_leaves=14
num_cat=0
split_feature=28 4 1 1 3 9 3 1 18 6 6 18 3
split_gain=0.00975843 0.00769218 0.0059581 0.00602704 0.0139318 0.0459642 0.0233124 0.00970027 0.0409127 0.00871985 0.0433165 0.0151212 0.00870479
threshold=0.083225000000000021 0.15615500000000004 -0.52333999999999992 -0.085184999999999997 0.083955000000000016 0.083715000000000026 0.084895000000000012 -0.083284999999999984 -0.01264 0.092705000000000023 0.091295000000000029 -0.082304999999999989 0.085505000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 8 -5 10 -9 -11 -8
right_child=-2 -3 3 7 6 -7 12 9 -10 11 -12 -13 -14
leaf_value=-0.00085811913544700958 -0.0012040169938357503 0.0012080686777236676 -0.00022537309077948876 -0.003159491672101522 -0.0015460903164264295 0.0035455198349860968 0.0015557031606183045 -3.0117241204803801e-05 0.00098387733492782243 -0.001972779024260908 0.003056651002950969 -0.00022818306374636173 0.00013999046589158897
leaf_weight=85 70 50 88 47 81 50 47 2114 47 56 46 422 538
leaf_count=85 70 50 88 47 81 50 47 2114 47 56 46 422 538
internal_value=0 -1.74281e-05 -3.45762e-05 -1.4548e-05 0.00022468 0.00113496 3.48342e-05 -8.52501e-05 -0.0010791 -4.95259e-05 3.52406e-05 -0.000434284 0.000255131
internal_weight=0 3671 3621 3536 804 138 666 2732 94 2638 2160 478 585
internal_count=3741 3671 3621 3536 804 138 666 2732 94 2638 2160 478 585
is_linear=0
shrinkage=0.0995203


Tree=4576
num_leaves=18
num_cat=0
split_feature=10 6 7 6 0 0 0 9 9 2 9 3 29 0 9 9 3
split_gain=0.0429621 0.0543807 0.0189909 0.0120398 0.0180073 0.0256441 0.0107176 0.014108 0.0280175 0.0182843 0.00817453 0.00646237 0.0119032 0.00922545 0.00890087 0.0169284 0.0143569
threshold=0.089450000000000016 -0.060679999999999998 0.097640000000000018 0.090845000000000023 -0.085794999999999996 -0.10287 -0.082284999999999983 0.10054500000000002 0.09649000000000002 -0.065379999999999994 -0.22988499999999998 0.12015500000000003 -0.077709999999999987 -0.050494999999999991 0.083760000000000015 0.083325000000000024 0.084550000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 10 5 -5 -6 8 -8 -9 -1 14 -13 -14 15 -12 -16
right_child=1 -3 -4 4 6 -7 7 9 -10 -11 11 12 13 -15 16 -17 -18
leaf_value=0.00085620437376723022 -0.0002822833033196683 0.0044648096114378449 -0.0020025836083973044 0.00027116500280198078 -0.00094785467485808059 0.003212123581034977 0.00021730572921004358 -0.0022214965821316566 0.0024789243696117288 0.00025578066223330421 8.2771845006015068e-05 0.00078717190671229675 -0.0012448784643037927 -2.7953581090280579e-06 -0.00098270836420214728 0.0019836680805369804 -9.4417712924900268e-05
leaf_weight=85 47 48 48 75 80 49 364 46 64 81 664 54 177 91 205 50 1519
leaf_count=85 47 48 48 75 80 49 364 46 64 81 664 54 177 91 205 50 1519
internal_value=0 0.00210763 -3.60159e-05 -9.59695e-06 0.000342319 0.00143992 0.000126695 0.00028306 0.000557405 -0.000635055 -0.00010377 -0.000133631 -0.000553076 -0.000826181 -7.78971e-05 0.000217034 -0.000200519
internal_weight=0 95 3652 3604 759 124 635 555 428 127 2845 2760 322 268 2438 714 1724
internal_count=3747 95 3652 3604 759 124 635 555 428 127 2845 2760 322 268 2438 714 1724
is_linear=0
shrinkage=0.0995203


Tree=4577
num_leaves=23
num_cat=0
split_feature=10 6 23 9 8 17 5 8 5 26 18 4 18 9 6 6 26 3 0 3 4 17
split_gain=0.0348033 0.0441266 0.0164621 0.0473743 0.0106479 0.019372 0.0195057 0.0139327 0.0127911 0.0330738 0.0110489 0.034446 0.0315741 0.0101051 0.00878038 0.0276171 0.0261614 0.00842082 0.0256582 0.0099128 0.00771734 0.00669686
threshold=0.089450000000000016 -0.060679999999999998 -0.046924999999999994 -0.063329999999999984 -0.11061499999999999 -0.0069749999999999994 -0.079124999999999987 -0.088520000000000001 -0.10894 0.087495000000000031 -0.098315 0.10098000000000003 -0.11166 -0.042790000000000002 0.087765000000000024 0.085955000000000018 0.090020000000000031 0.084065000000000015 -0.085794999999999996 0.084550000000000028 0.093220000000000011 -0.092649999999999996
decision_type=2 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 21 13 8 9 -6 11 12 -9 -7 15 -10 -16 18 -12 -19 -15 -4
right_child=1 -3 4 -5 7 6 -8 10 14 -11 17 -13 -14 20 16 -17 -18 19 -20 -21 -22 -23
leaf_value=0.00093586745520347805 -0.00025419043154399732 0.0040204709531585321 0.00026009859958877951 -0.0035230746115459733 -0.0031897194766583735 0.0015950185841564009 0.0028387188163607599 -0.00031723012044316764 -0.00049810286315441345 0.00031827707004157535 0.001888222986062008 0.0020935337977922635 -0.0026468142387181181 0.00077557661413363711 -0.0021443305849775502 0.0021583340112198471 0.00083784947485583932 -0.001213998616449557 -0.00034555585661640275 9.3947293322398245e-05 -0.00093706206960780152 -0.001083746361668018
leaf_weight=46 47 48 77 48 56 62 50 333 172 50 98 48 70 57 73 50 48 59 105 2033 48 69
leaf_count=46 47 48 77 48 56 62 50 333 172 50 98 48 70 57 73 50 48 59 105 2033 48 69
internal_value=0 0.00189702 -3.23647e-05 -0.00133233 1.7495e-06 0.000512738 0.00111002 -5.60502e-05 -0.000570085 -0.00152728 2.77018e-05 -0.000422228 -0.000723904 0.000587545 -0.000271888 9.65066e-05 -0.000954552 0.000116476 0.000728788 5.66684e-05 0 -0.000369399
internal_weight=0 95 3652 94 3558 363 217 3195 449 106 2746 451 403 167 343 222 121 2295 203 2092 105 146
internal_count=3747 95 3652 94 3558 363 217 3195 449 106 2746 451 403 167 343 222 121 2295 203 2092 105 146
is_linear=0
shrinkage=0.0995203


Tree=4578
num_leaves=20
num_cat=0
split_feature=2 10 24 18 18 20 20 18 18 18 5 1 0 0 2 1 1 26 0
split_gain=0.0303935 0.0382168 0.0259277 0.0123134 0.0271047 0.0115756 0.0228285 0.0133419 0.0133143 0.0119441 0.0117254 0.00870684 0.0177261 0.00632603 0.0084391 0.0109239 0.00339058 0.00328157 0.00143998
threshold=-0.157135 0.089800000000000033 -0.070455000000000004 -0.099739999999999995 -0.10726999999999999 -0.082119999999999985 -0.083404999999999993 -0.092864999999999989 -0.09053499999999999 0.23251500000000005 -0.002715 -0.054974999999999996 -0.084894999999999984 -0.077784999999999993 0.096520000000000022 0.059230000000000012 -0.49367499999999997 0.084355000000000027 -0.073914999999999995
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 -2 4 13 6 11 10 -9 -10 -7 -5 -13 17 15 -15 -1 -4 -18
right_child=2 -3 3 5 -6 7 -8 8 9 -11 -12 12 -14 14 -16 -17 18 -19 -20
leaf_value=0.001013709739258182 -0.0023742806209054628 0.0036268916211632989 -0.00016259485849682575 -0.0012883996578487869 -0.0027699581680299544 0.00012660367498303857 -0.0021211319675275646 -0.0012396117015393078 9.7155984561736447e-05 0.0015325552514187186 0.0023027271841832286 -0.00046507949957061212 0.00090684654330068731 -0.0012493736968510871 0.00058017872435294675 0.00027988684515107534 0.00043413616528211883 0.00082908072091685122 -0.00035165271507089419
leaf_weight=58 47 49 65 56 47 48 65 72 2296 59 52 255 147 154 55 65 46 65 46
leaf_count=58 47 49 65 56 47 48 65 72 2296 59 52 255 147 154 55 65 46 65 46
internal_value=0 0.00121169 -5.21971e-05 -2.07899e-05 -0.000506317 5.0736e-05 -0.000375013 0.000139175 9.23934e-05 0.000133465 0.00126637 -0.000125413 3.45586e-05 -0.000240946 -0.000513372 -0.000791746 0.000417263 0.000326946 3.23436e-05
internal_weight=0 199 3548 3501 451 3050 523 2527 2427 2355 100 458 402 404 274 219 150 130 92
internal_count=3747 199 3548 3501 451 3050 523 2527 2427 2355 100 458 402 404 274 219 150 130 92
is_linear=0
shrinkage=0.0995203


Tree=4579
num_leaves=21
num_cat=0
split_feature=2 9 24 3 18 18 3 9 21 20 3 20 20 18 18 18 9 20 3 5
split_gain=0.0246619 0.0399662 0.021024 0.0116145 0.0100121 0.0393863 0.0109987 0.0136789 0.0300885 0.0124275 0.0114335 0.00932113 0.0177714 0.0119582 0.0107981 0.0096831 0.00824495 0.0155536 0.0154468 0.00630252
threshold=-0.157135 0.095415000000000014 -0.070455000000000004 0.10174000000000002 -0.098315 -0.10387 0.11769000000000002 0.089025000000000021 0.10940500000000002 -0.073489999999999986 0.08511500000000001 -0.082119999999999985 -0.083404999999999993 -0.092864999999999989 -0.09053499999999999 0.23251500000000005 0.083925000000000013 -0.091229999999999992 0.087625000000000022 -0.0031649999999999998
decision_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 -1 5 6 7 10 -9 -8 -4 12 16 19 -15 -16 17 -6 -18 -13
right_child=2 -3 4 -5 11 -7 9 8 -10 -11 -12 13 -14 14 15 -17 18 -19 -20 -21
leaf_value=0.00083236066120540107 -0.0021379917915884633 0.0028299218468900308 0.00091994860426478314 -0.0011349857725990163 7.5385437599141247e-06 -0.0031821640383189373 -0.0020499625476629257 0.0028277543100088285 -0.00025751072887167891 4.2260580198072019e-05 -0.00090965600190030587 0.00038393944313689829 -0.0018902596298951673 -0.0011162451254130524 8.7486996130195727e-05 0.0013800350611772024 0.0018833212021413786 -0.0019702050726215746 -0.00010789746704927819 0.0020487910147665126
leaf_weight=66 47 79 46 54 116 47 55 51 80 56 125 46 64 72 2296 59 46 59 236 47
leaf_count=66 47 79 46 54 116 47 55 51 80 56 125 46 64 72 2296 59 46 59 236 47
internal_value=0 0.00109151 -4.69795e-05 -4.61235e-05 -1.86744e-05 -0.000451561 -0.000138832 0.000170221 0.000937375 -0.000987052 -0.000412694 4.65374e-05 -0.000336229 0.000125998 8.31984e-05 0.000120217 -0.000116805 -0.000654566 0.000214009 0.00123412
internal_weight=0 199 3548 120 3501 460 413 302 131 111 171 3041 521 2520 2427 2355 457 175 282 93
internal_count=3747 199 3548 120 3501 460 413 302 131 111 171 3041 521 2520 2427 2355 457 175 282 93
is_linear=0
shrinkage=0.0995203


Tree=4580
num_leaves=19
num_cat=0
split_feature=10 1 1 1 5 8 5 8 8 1 3 3 22 29 3 3 1 17
split_gain=0.00964982 0.00584328 0.0324474 0.0274942 0.00952338 0.0124276 0.0190325 0.0100394 0.00918581 0.0194047 0.00971537 0.00898405 0.00534358 0.00570315 0.00556644 0.0283125 0.0136295 0.00104846
threshold=0.090150000000000022 -0.083684999999999996 -0.084514999999999993 -0.082344999999999988 -0.0063549999999999995 -0.084855 -0.011964999999999998 -0.090134999999999993 -0.091284999999999991 -0.088495000000000004 0.10089500000000003 0.11225500000000002 0.12026000000000002 0.093650000000000025 0.084735000000000019 0.08400500000000001 -0.081394999999999981 -0.0094900000000000002
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 7 -7 17 10 11 -6 -10 13 14 15 -5 -16 -1
right_child=-2 3 -4 12 8 6 -8 -9 9 -11 -12 -13 -14 -15 16 -17 -18 -19
leaf_value=-8.0385888454787967e-05 -0.0010259767157174938 -0.0021839351813906388 0.002824794478968543 -0.00010405436737755224 -0.0015100337506521744 -0.00013057192067415682 -0.0025376474128455538 0.0011318895229991762 0.00044854063281000132 0.0022457431180604669 0.00047364418907367475 -0.00097396356631363672 -0.00098253053943340323 0.00080968685793524791 -0.0017108544724788086 0.0024176681684246284 -1.5043587064967355e-05 -0.00075600853702311452
leaf_weight=50 87 58 46 205 50 89 52 72 407 57 47 49 53 89 48 56 2189 47
leaf_count=50 87 58 46 205 50 89 52 72 407 57 47 49 53 89 48 56 2189 47
internal_value=0 3.44265e-05 0.000244584 -4.05155e-05 0.000114683 -0.000333134 -0.00102409 0.000238504 0.000343605 0.000512357 -0.000540431 0.000293889 6.26477e-06 2.68387e-05 -7.25281e-07 0.000433869 -5.17971e-05 -0.000416189
internal_weight=0 3664 966 2698 920 310 141 169 610 513 97 456 2640 2587 2498 261 2237 97
internal_count=3751 3664 966 2698 920 310 141 169 610 513 97 456 2640 2587 2498 261 2237 97
is_linear=0
shrinkage=0.0995203


Tree=4581
num_leaves=13
num_cat=0
split_feature=26 29 1 1 1 1 26 26 8 26 26 21
split_gain=0.00415287 0.0044693 0.0047096 0.0268475 0.02145 0.0077443 0.0085094 0.0192919 0.00717603 0.00516886 0.00963461 0.00572562
threshold=0.41479500000000008 0.10207000000000002 -0.083684999999999996 -0.084514999999999993 -0.082344999999999988 -0.085574999999999998 0.093535000000000021 0.089725000000000013 -0.080569999999999989 0.15583500000000003 0.12336000000000003 0.12208500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 -1 -8 10 11 -6
right_child=-2 -3 4 -5 9 -7 8 -9 -10 -11 -12 -13
leaf_value=0.00010620884090946059 0.00078509845360455466 -0.00076078289987120467 -0.0019195310777547685 0.002543670516981864 3.5620937937660083e-05 -0.0010322062253610704 0.00013631466518755479 0.00174160508856636 -0.0013671360109746272 0.00096606105332760247 -0.0013039495098282506 -0.00056143943966844635
leaf_weight=683 67 76 60 46 2276 58 62 80 62 52 58 171
leaf_count=683 67 76 60 46 2276 58 62 80 62 52 58 171
internal_value=0 -5.37475e-06 1.03105e-05 0.000195275 -5.94187e-05 8.00954e-05 0.000153751 0.000278752 -0.000608809 -1.5451e-05 -3.61525e-05 -5.768e-06
internal_weight=0 3684 3608 991 2617 945 887 763 124 2557 2505 2447
internal_count=3751 3684 3608 991 2617 945 887 763 124 2557 2505 2447
is_linear=0
shrinkage=0.0995203


Tree=4582
num_leaves=10
num_cat=0
split_feature=24 6 5 8 6 1 8 8 4
split_gain=0.00368742 0.00513952 0.00874909 0.00814099 0.00385273 0.00862208 0.00528032 0.00889005 0.00420975
threshold=-0.067319999999999991 -0.41548999999999997 -0.49053999999999998 -0.077604999999999993 -0.23827499999999999 0.41379000000000005 -0.51030999999999993 -0.409445 0.10876500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 6 -6 -8 -9
right_child=1 4 3 -5 5 -7 7 8 -10
leaf_value=0.00066373809061326958 0.00048061440718984535 0.00082934293586179903 -0.00028413084377146975 -0.0020657554202153424 0.001020191279517487 -0.0011987716503961915 -0.0011340537573503676 5.9619516222892142e-06 0.00051774383393922733
leaf_weight=83 52 57 58 47 52 58 66 3110 168
leaf_count=83 52 57 58 47 52 58 66 3110 168
internal_value=0 -6.94443e-06 -0.000564192 -0.00108942 1.77407e-05 4.11009e-06 2.48951e-05 9.17316e-06 3.24409e-05
internal_weight=0 3668 157 105 3511 3454 3396 3344 3278
internal_count=3751 3668 157 105 3511 3454 3396 3344 3278
is_linear=0
shrinkage=0.0995203


Tree=4583
num_leaves=20
num_cat=0
split_feature=10 1 1 1 5 18 26 6 18 10 18 18 18 3 6 6 26 26 8
split_gain=0.00775037 0.00384717 0.0212901 0.0182139 0.00747723 0.0191888 0.0228327 0.0349861 0.00978394 0.0240464 0.0139035 0.00908778 0.00459279 0.00726582 0.0142576 0.0216391 0.0133674 0.0118521 0.00704872
threshold=0.090150000000000022 -0.083684999999999996 -0.084514999999999993 -0.082344999999999988 -0.0063549999999999995 -0.025879999999999997 0.088055000000000022 0.087455000000000019 -0.120155 0.077800000000000022 -0.085454999999999989 -0.14907499999999999 0.15891500000000006 0.14530500000000005 0.12241500000000002 0.11642500000000001 -1.0000000180025095e-35 0.090455000000000021 -0.07034
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 -1 7 -7 11 10 -10 -6 13 14 15 -5 -15 -16 -14
right_child=-2 3 -4 12 8 6 -8 -9 9 -11 -12 -13 18 16 17 -17 -18 -19 -20
leaf_value=-0.0017941780028346147 -0.00092113836426789217 -0.00177615064708942 0.0022899306969509617 -8.1087075951283302e-06 0.00026703684437889911 -0.00015726188170359163 -0.0011822975520250419 0.0030655418424023638 0.00086849608856763853 0.0022978837265586098 -0.00025622274195165421 -0.0016073388873709467 0.00016033095480650646 -0.00056902151858377798 -0.00013804652088440138 0.0019066359630065502 0.0014473559213040246 -0.0023490381238867142 -0.0015405904525636752
leaf_weight=67 87 58 46 2246 55 108 87 48 188 63 257 47 48 50 52 60 91 46 47
leaf_count=67 87 58 46 2246 55 108 87 48 188 63 257 47 48 50 52 60 91 46 47
internal_value=0 2.91956e-05 0.000199738 -3.15626e-05 9.43386e-05 -0.000302344 0.000105616 0.000829123 0.000297274 0.000476761 0.0002171 -0.000588621 6.45543e-06 3.21235e-05 -8.26407e-06 4.13562e-05 0.000726523 -0.00118421 -0.000672561
internal_weight=0 3664 966 2698 920 310 243 156 610 508 445 102 2640 2545 2404 2306 141 98 95
internal_count=3751 3664 966 2698 920 310 243 156 610 508 445 102 2640 2545 2404 2306 141 98 95
is_linear=0
shrinkage=0.0995203


Tree=4584
num_leaves=13
num_cat=0
split_feature=9 10 29 18 0 19 19 5 18 2 2 0
split_gain=0.0120765 0.0105649 0.00834648 0.00448 0.00704115 0.00497955 0.00468201 0.0105827 0.00857139 0.00783398 0.0128984 0.011466
threshold=0.23438500000000004 0.090150000000000022 -0.09416999999999999 0.14083500000000002 -0.055729999999999995 0.10901000000000002 0.084490000000000023 0.11083500000000003 -0.020999999999999998 -0.083104999999999998 -0.082704999999999987 -0.083814999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 9 8 -8 11 -11 -4
right_child=-2 -3 3 4 -6 -7 7 -9 -10 10 -12 -13
leaf_value=-0.0012857858062049819 0.0015970702825673544 -0.0011116633166290179 -0.00052789879328273774 -0.0016279606057661951 0.00036039673254856008 -0.00033140418192995996 -0.00067036552232462075 0.0018138371746627773 0.00050791098488691224 0.0017521968052818281 9.8810278230927268e-05 0.0001273704987205476
leaf_weight=48 47 84 523 52 70 72 83 46 229 48 1897 532
leaf_count=48 47 84 523 52 70 72 83 46 229 48 1897 532
internal_value=0 -8.20841e-06 1.73115e-05 3.51514e-05 -0.000429316 -0.000881724 6.22286e-05 0.000402536 0.000191835 2.13458e-05 0.000140035 -0.000196693
internal_weight=0 3684 3600 3552 194 124 3358 358 312 3000 1945 1055
internal_count=3731 3684 3600 3552 194 124 3358 358 312 3000 1945 1055
is_linear=0
shrinkage=0.0995203


Tree=4585
num_leaves=15
num_cat=0
split_feature=10 9 3 6 6 2 3 26 3 18 3 20 3 0
split_gain=0.00987528 0.00734347 0.00424116 0.0123601 0.0200343 0.00929059 0.00902043 0.0152857 0.00934604 0.00766486 0.00831575 0.00759983 0.00726323 0.00854484
threshold=0.090150000000000022 0.22832000000000005 0.086850000000000024 0.089165000000000022 0.088315000000000018 -0.087444999999999995 0.087445000000000023 0.086985000000000021 0.087745000000000031 0.10361000000000002 0.10057000000000002 -0.083495 0.086335000000000023 -0.14909499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 -5 7 -4 -8 11 -11 -10 13 -1
right_child=-2 -3 6 5 -6 -7 8 -9 9 10 -12 -13 -14 -15
leaf_value=0.0011239626829675879 -0.0010188908656752094 0.001246662261653955 0.0019167283151210847 0.001878578101171617 -0.0022453456642371273 -5.3843836539313243e-05 -0.0010652340377343514 -0.00041227674939654861 -0.00027644478680069544 0.00012503328566028902 -0.00078073584144618656 0.00023674980737393802 -0.0012286224834179573 -0.00017783852070732238
leaf_weight=54 90 49 67 48 49 49 73 47 340 201 198 1756 59 651
leaf_count=54 90 49 67 48 49 49 73 47 340 201 198 1756 59 651
internal_value=0 3.62932e-05 1.95541e-05 -0.000165796 -0.000293245 0.000893967 8.27486e-05 0.000949344 4.39595e-05 7.6741e-05 -0.000322394 0.000153112 -0.000166973 -7.69648e-05
internal_weight=0 3641 3592 910 813 97 2682 114 2568 2495 399 2096 764 705
internal_count=3731 3641 3592 910 813 97 2682 114 2568 2495 399 2096 764 705
is_linear=0
shrinkage=0.0995203


Tree=4586
num_leaves=9
num_cat=0
split_feature=10 11 12 0 1 23 25 7
split_gain=0.00800652 0.00583463 0.007891 0.00385559 0.00371498 0.00619614 0.00550642 0.00460638
threshold=0.090150000000000022 -0.23394000000000001 -0.0091799999999999989 0.15238000000000004 0.50996500000000011 -0.050144999999999995 0.081710000000000019 0.082845000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 -4
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.00087872163550850807 -0.00091749063917551685 -0.000950981070720497 4.1136542820351006e-05 0.00084160077784405281 -0.00011678589480266198 0.001408074214573973 -0.00086260717861501421 -0.00077467943053344908
leaf_weight=79 90 82 3177 58 54 50 71 70
leaf_count=79 90 82 3177 58 54 50 71 70
internal_value=0 3.26142e-05 1.36189e-05 3.65832e-05 2.26996e-05 0.000608449 4.09307e-06 2.32968e-05
internal_weight=0 3641 3562 3480 3422 104 3318 3247
internal_count=3731 3641 3562 3480 3422 104 3318 3247
is_linear=0
shrinkage=0.0995203


Tree=4587
num_leaves=12
num_cat=0
split_feature=9 4 36 12 0 4 3 17 9 5 27
split_gain=0.00874627 0.00819873 0.0050309 0.0062287 0.00424554 0.012672 0.0192163 0.00860596 0.00607083 0.0161356 0.00641166
threshold=0.23438500000000004 0.15028500000000003 0.089700000000000016 -0.008564999999999998 0.019150000000000004 0.10343500000000001 0.11061500000000002 -0.12647999999999998 0.11408000000000003 -0.081415000000000001 -0.032854999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 7 -7 -6 10 -10 -5
right_child=-2 -3 -4 4 5 6 -8 -9 9 -11 -12
leaf_value=0.0011740669519146553 0.0013576278268311081 -0.0012145893769604048 -0.0010021577659324063 0.00089495892108193572 0.00096548934336059 -0.002539717213562079 0.00016752028530051395 -0.00040869842106846822 0.0021002583776992246 -3.7376866251433299e-05 -1.3204952391323071e-05
leaf_weight=46 47 55 48 79 74 54 49 115 51 109 3004
leaf_count=46 47 55 48 79 74 54 49 115 51 109 3004
internal_value=0 -8.50056e-06 9.55298e-06 2.33426e-05 8.13699e-06 -0.00035504 -0.00124386 0.000125012 4.10899e-05 0.000638878 9.80068e-06
internal_weight=0 3684 3629 3581 3535 292 103 189 3243 160 3083
internal_count=3731 3684 3629 3581 3535 292 103 189 3243 160 3083
is_linear=0
shrinkage=0.0995203


Tree=4588
num_leaves=13
num_cat=0
split_feature=7 19 18 26 0 3 5 5 0 18 1 5
split_gain=0.0364402 0.0157259 0.0138531 0.0139102 0.0387605 0.014186 0.00531312 0.010438 0.0447451 0.00888564 0.0102234 0.00756908
threshold=0.10781500000000002 0.14023500000000003 0.24916000000000005 -0.16205499999999998 -0.068604999999999985 0.098000000000000018 -0.040404999999999996 -0.02504 -0.085754999999999984 -0.050324999999999995 -0.081594999999999987 -0.01554
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 9 8 -8 -5 -11 -9
right_child=-2 -3 -4 6 -6 -7 7 11 -10 10 -12 -13
leaf_value=-0.00098413078427354232 0.0026785752340512553 -0.00187571939873688 -0.0014725137562964894 -0.0014636862091330965 -0.003104749916784731 0.0013507729025657121 -0.0012456882519171555 -0.00066140853829190144 0.0027567016364997915 -0.00094945088491040625 -5.098445892914398e-05 7.0474168532520313e-05
leaf_weight=53 46 51 73 52 56 50 49 153 63 139 1315 1638
leaf_count=53 46 51 73 52 56 50 49 153 63 139 1315 1638
internal_value=0 -0.000139217 -0.000114669 -8.66585e-05 -0.00099677 0.00014137 -4.39697e-05 6.62407e-05 0.000998347 -0.000183776 -0.000137439 7.49443e-06
internal_weight=0 3692 3641 3568 159 103 3409 1903 112 1506 1454 1791
internal_count=3738 3692 3641 3568 159 103 3409 1903 112 1506 1454 1791
is_linear=0
shrinkage=0.0995203


Tree=4589
num_leaves=13
num_cat=0
split_feature=23 19 19 2 6 2 6 0 2 9 9 9
split_gain=0.0316121 0.0127466 0.011235 0.00646229 0.0183938 0.0264055 0.0132364 0.0129429 0.00736401 0.0073645 0.020655 0.0116142
threshold=-0.066844999999999988 0.14023500000000003 -0.15196499999999999 -0.082025000000000001 0.098855000000000012 -0.08237499999999999 0.11056500000000001 -0.070134999999999989 -0.081734999999999988 0.097510000000000027 0.10407500000000001 0.09667000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -6 -4 -5 11 -11 -10
right_child=1 -3 3 8 6 -7 -8 -9 9 10 -12 -13
leaf_value=0.0022104915349295618 -0.0016382739047192422 -0.0017098506534367914 -8.8700691028165287e-05 0.001217434555957562 0.0019484611194772144 -0.0021233157977131466 -3.9463534550954904e-05 -0.00088588380707208718 -5.0644813084732469e-05 0.0016098256371946229 -4.7726157880955275e-05 -0.0016554245725449196
leaf_weight=58 47 50 1027 50 61 79 71 252 1616 101 280 46
leaf_count=58 47 50 1027 50 61 79 71 252 1616 101 280 46
internal_value=0 -0.000130571 -0.000108592 -8.82983e-05 -0.000246754 -0.000356199 0.000872997 -0.000246409 2.41147e-05 -4.68973e-06 0.000389529 -9.55537e-05
internal_weight=0 3680 3630 3583 1490 1358 132 1279 2093 2043 381 1662
internal_count=3738 3680 3630 3583 1490 1358 132 1279 2093 2043 381 1662
is_linear=0
shrinkage=0.0995203


Tree=4590
num_leaves=14
num_cat=0
split_feature=7 19 18 26 9 9 6 18 18 18 6 1 18
split_gain=0.0273446 0.0103874 0.0114058 0.0106264 0.0158483 0.0586885 0.0043993 0.0123237 0.0213155 0.0207923 0.0100915 0.0220198 0.00394187
threshold=0.10781500000000002 0.14023500000000003 0.26473000000000008 -0.14033499999999999 0.08758500000000001 0.094835000000000017 0.087575000000000028 -0.007069999999999999 0.089505000000000015 -0.011039999999999999 0.085120000000000015 -0.08616 0.12892000000000003
decision_type=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 12 -12 -5
right_child=-2 -3 -4 6 5 -7 7 8 -10 -11 11 -13 -14
leaf_value=0.00033206971457850861 0.0023258613023467542 -0.0015265328539310575 -0.0015050956654890032 -6.6085241994898948e-05 -0.0042986591176848964 7.9074197072568641e-05 0.00027659677857244734 -0.001242694524284847 0.00020361561078539465 0.00247061342590929 0.00019373625636626667 -0.0018616344968653813 0.00067256573051971251
leaf_weight=82 46 51 56 2061 46 88 497 143 341 47 109 97 74
leaf_count=82 46 51 56 2061 46 88 497 143 341 47 109 97 74
internal_value=0 -0.000115013 -9.50173e-05 -7.27626e-05 -0.000749597 -0.00141762 -2.9125e-05 0.000142153 -0.000222012 0.000467658 -0.000104688 -0.00077011 -4.00998e-05
internal_weight=0 3692 3641 3585 216 134 3369 1028 484 544 2341 206 2135
internal_count=3738 3692 3641 3585 216 134 3369 1028 484 544 2341 206 2135
is_linear=0
shrinkage=0.0995203


Tree=4591
num_leaves=10
num_cat=0
split_feature=26 19 26 0 26 18 6 6 18
split_gain=0.0246268 0.00869797 0.00945076 0.0379651 0.0145095 0.0104172 0.00494795 0.0108814 0.00624768
threshold=0.5128250000000002 0.13950000000000004 -0.16205499999999998 -0.068604999999999985 -0.2382 0.24916000000000005 0.23153500000000005 0.14653500000000005 0.14330000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -4
right_child=-2 -3 5 -5 -6 -7 -8 -9 -10
leaf_value=-0.00071786384475335256 0.002094904903579962 -0.0013982493444218028 -3.5016594436300887e-05 -0.0029089236541261195 0.0015531267889189241 -0.0013104641457109124 0.00099606920916941359 -0.0013280442668072798 0.0010643104071140163
leaf_weight=66 51 51 3239 57 48 64 46 64 52
leaf_count=66 51 51 3239 57 48 64 46 64 52
internal_value=0 -0.000106511 -8.81673e-05 -0.000810746 0.000231162 -5.22713e-05 -2.83539e-05 -4.26437e-05 -1.73977e-05
internal_weight=0 3687 3636 171 114 3465 3401 3355 3291
internal_count=3738 3687 3636 171 114 3465 3401 3355 3291
is_linear=0
shrinkage=0.0995203


Tree=4592
num_leaves=17
num_cat=0
split_feature=19 0 2 2 3 7 4 17 4 27 9 24 5 3 3 3
split_gain=0.00687552 0.0169205 0.00794113 0.0172293 0.0121423 0.014272 0.0175628 0.0246151 0.0138467 0.0114584 0.0061135 0.0058977 0.00610266 0.00567325 0.0163202 0.0149171
threshold=-1.0000000180025095e-35 -0.067839999999999998 -0.089054999999999995 -0.088114999999999985 0.11089500000000001 0.082845000000000016 0.083250000000000018 -0.088160000000000002 0.10724500000000002 0.076195000000000027 0.094220000000000012 0.098635000000000014 0.51390500000000017 0.091065000000000021 0.090595000000000023 0.092200000000000018
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 6 9 -8 -6 10 -2 12 13 14 -5 -15
right_child=2 -3 3 11 8 -7 7 -9 -10 -11 -12 -13 -14 15 -16 -17
leaf_value=-0.00032849747981324271 0.00082334402913844605 0.0022371042790375385 -0.0018539058967549274 -6.9179543755370005e-05 -0.0018323927593560541 -0.001017132925507847 0.0030688021474074784 0.00012068494028386734 0.00038132859498332742 -0.0010280840196104615 -0.00028179841517163691 -0.0011491417373266834 -0.00091072214515593923 0.0012528771995772374 -0.0017216767195142241 4.5196239466833569e-05
leaf_weight=56 229 46 53 1350 51 53 64 51 61 51 62 47 75 110 62 1306
leaf_count=56 229 46 53 1350 51 53 64 51 61 51 62 47 75 110 62 1306
internal_value=0 0.000820513 -7.83465e-06 -7.50922e-05 0.000315567 0.000522497 0.000702845 0.0017685 -0.000619396 0.000342119 0.000585071 -4.28563e-05 -2.46634e-05 -8.75162e-07 -0.000142319 0.000139591
internal_weight=0 102 3625 3003 622 510 457 115 112 342 291 2950 2903 2828 1412 1416
internal_count=3727 102 3625 3003 622 510 457 115 112 342 291 2950 2903 2828 1412 1416
is_linear=0
shrinkage=0.0995203


Tree=4593
num_leaves=18
num_cat=0
split_feature=18 0 18 5 6 8 2 20 9 6 18 0 0 2 9 2 20
split_gain=0.0172753 0.0374091 0.0205387 0.0302639 0.0130066 0.0155223 0.0185904 0.0180992 0.0146018 0.0134228 0.0117668 0.00532239 0.0169757 0.00639129 0.00569474 0.00618262 0.00477881
threshold=-0.096219999999999986 -0.11239999999999999 -0.091594999999999996 -0.0044999999999999997 -0.084184999999999996 -0.064125000000000001 -0.095204999999999998 -0.077945 0.090255000000000016 -0.03252 -0.14734 0.12433000000000002 0.076335000000000014 -0.13535499999999998 -0.37999999999999995 0.35004500000000011 -0.079154999999999989
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 -3 7 -7 -6 -9 -8 -11 12 14 -13 -4 16 -16
right_child=2 4 11 -5 5 6 9 8 -10 10 -12 13 -14 -15 15 -17 -18
leaf_value=0.0029973774411791942 0.000461120628305117 -0.0011973275674418771 -0.0011136786946777404 -0.0026014273914648067 -0.00036566551078068738 0.0011554937756408639 -0.0017431643549440752 0.00075273677579718045 0.0029275267348840128 0.0011984204798145422 -0.001027241190941792 0.0015530860127898395 -0.0018470768315382786 0 0.00021672574113611526 0.0010884445728645737 -8.9315095656044007e-05
leaf_weight=55 55 54 46 75 54 81 69 65 60 47 47 46 51 60 660 51 2151
leaf_count=55 55 54 46 75 54 81 69 65 60 47 47 46 51 60 660 51 2151
internal_value=0 0.000538338 -7.41318e-05 -0.00129944 0.000253085 0.000440179 -7.303e-05 0.00114432 0.00180319 -0.000688546 7.68809e-05 -2.18942e-05 -4.69744e-05 0.0006705 -1.5123e-05 2.24771e-06 -1.7168e-05
internal_weight=0 532 3195 130 477 423 244 179 125 163 94 3065 2959 106 2908 2862 2811
internal_count=3727 532 3195 130 477 423 244 179 125 163 94 3065 2959 106 2908 2862 2811
is_linear=0
shrinkage=0.0995203


Tree=4594
num_leaves=20
num_cat=0
split_feature=18 0 18 5 2 9 8 1 1 2 27 9 26 20 20 3 5 18 0
split_gain=0.0140074 0.0303299 0.0166352 0.02521 0.00982203 0.0138335 0.0133279 0.019457 0.0124598 0.010248 0.00677392 0.00627115 0.00761917 0.00609868 0.0161991 0.00958189 0.00567652 0.00376196 0.00785312
threshold=-0.096219999999999986 -0.11239999999999999 -0.091594999999999996 -0.0018599999999999999 -0.095204999999999998 0.092775000000000024 -0.064125000000000001 0.055865000000000012 -0.013975 -0.018864999999999996 -0.032854999999999995 0.11479000000000002 0.26711000000000013 -0.076194999999999999 -0.069434999999999983 0.087385000000000032 0.2686150000000001 0.10307000000000002 -0.065519999999999981
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 5 -3 7 8 16 -8 -4 12 13 15 -15 -12 -6 18 -13
right_child=2 4 10 -5 6 -7 9 -9 -10 -11 11 17 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0026990779915611277 0 0.0021304664569429168 0.0011171295626001432 -0.0028136188808223733 0.0014088054421436433 -1.269647313280207e-05 -0.0014607267729307969 0.0022763497725307755 -0.0013662675265564319 7.244734565370613e-05 -0.00049781264756998509 0.00021540622435999599 -0.0012277348219289592 -0.0018763641233159988 -9.5833819908256715e-05 0.00039020085430801907 -0.00013208973280518646 -8.1145534282199669e-05 0.0018281953035222454
leaf_weight=55 76 57 51 54 46 61 83 48 47 88 153 83 56 52 1997 555 47 70 48
leaf_count=55 76 57 51 54 46 61 83 48 47 88 153 83 56 52 1997 555 47 70 48
internal_value=0 0.000484763 -6.67402e-05 -0.00116949 0.000227727 0.00101562 -2.89672e-05 0.00054696 -4.01267e-05 -0.000666938 -1.97007e-05 -3.92086e-05 -7.78334e-05 -5.41798e-05 -0.00014142 0.000197143 0.000621271 0.000497274 0.000812601
internal_weight=0 532 3195 130 477 118 359 188 140 171 3065 3014 2813 2757 2049 708 93 201 131
internal_count=3727 532 3195 130 477 118 359 188 140 171 3065 3014 2813 2757 2049 708 93 201 131
is_linear=0
shrinkage=0.0995203


Tree=4595
num_leaves=13
num_cat=0
split_feature=10 10 1 4 5 9 17 10 1 0 27 4
split_gain=0.00442577 0.00755259 0.0089128 0.0176582 0.00625745 0.0125224 0.017903 0.00506316 0.00743491 0.0159716 0.00604942 0.00265263
threshold=0.090150000000000022 0.086275000000000018 -0.49837999999999999 0.087155000000000024 0.41763500000000009 0.089025000000000021 -0.45791500000000002 0.078430000000000014 -0.14482999999999999 -0.071799999999999989 1.0000000180025095e-35 0.10300500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 8 9 -4 -10 -5
right_child=-2 -3 4 11 5 6 -8 -9 10 -11 -12 -13
leaf_value=0.00040712508090648311 -0.00067461352022388709 0.0011170276622237711 0.0022549048242063875 -0.0021806939210153868 -0.00072452887611739695 0.0024170034741878999 -1.0993689234687247e-05 -0.00096040545552975596 -5.0230385499096253e-05 6.8749092132718191e-05 0.00044587732810548984 -0.0010591271284654577
leaf_weight=77 91 62 46 46 47 59 60 52 2753 121 267 46
leaf_count=77 91 62 46 46 47 59 60 52 2753 121 267 46
internal_value=0 2.79188e-05 8.79646e-06 -0.000696351 4.40354e-05 0.000640081 0.00118592 1.3235e-05 2.93781e-05 0.000675826 -6.09813e-06 -0.00162881
internal_weight=0 3636 3574 169 3405 166 119 3239 3187 167 3020 92
internal_count=3727 3636 3574 169 3405 166 119 3239 3187 167 3020 92
is_linear=0
shrinkage=0.0995203


Tree=4596
num_leaves=26
num_cat=0
split_feature=27 17 2 2 6 6 6 2 2 18 18 9 17 6 26 9 9 9 26 20 26 0 19 9 5
split_gain=0.00639371 0.0066741 0.0195256 0.0493663 0.0330873 0.0645904 0.0247785 0.0165831 0.0147212 0.0213298 0.0126268 0.0127239 0.0115881 0.0283885 0.00812457 0.0110984 0.0238609 0.0121488 0.0110972 0.0215272 0.0167083 0.00984394 0.00953848 0.00538047 0.00459983
threshold=-0.092839999999999992 -0.0090649999999999984 -0.08237499999999999 -0.087444999999999995 -0.0097999999999999979 0.08481000000000001 0.08846500000000003 -0.096664999999999987 -0.081864999999999993 -0.082304999999999989 -0.070104999999999987 0.087695000000000009 -0.013125 0.087235000000000021 0.093535000000000021 0.091750000000000012 0.094010000000000024 0.097680000000000031 0.086255000000000012 -0.081189999999999998 0.085570000000000021 -0.083814999999999987 0.10583000000000002 0.087635000000000032 -0.46834999999999999
decision_type=2 2 2 2 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 7 -5 -6 -7 23 -4 -10 -11 -12 14 -14 18 -16 -17 -18 20 -20 22 -21 -2 -3 -25
right_child=1 2 8 4 5 6 -8 -9 9 10 11 -13 13 -15 15 16 17 -19 19 21 -22 -23 -24 24 -26
leaf_value=-0.0010761584353016214 2.0082966216023753e-05 -0.00096826208313881572 0.0016773461488037481 0.00023907217965731361 -0.0052579326345511138 0.00024068929549872649 -0.0024664189595886695 0.0016397562816301138 -0.0018671172268024422 0.001474806303141522 0.00035425370911094245 -0.00031097994781594294 -0.0003833274671429769 0.0028820204828206492 -0.0012835862372270104 0.0018589604845375926 -0.0014835112164214108 6.5766806825075507e-05 0.0023381781170977857 -0.00045429084816955796 -0.0017601337011740011 0.0006744520793796234 0.0012898829426756938 -0.00062560105918454999 0.00058926748233016104
leaf_weight=54 860 57 55 68 53 65 68 69 57 63 579 560 55 50 91 54 77 141 62 110 50 247 63 46 92
leaf_count=54 860 57 55 68 53 65 68 69 57 63 579 560 55 50 91 54 77 141 62 110 50 247 63 46 92
internal_value=0 1.46248e-05 -0.000119954 -0.000637606 -0.00162861 -0.00231582 -0.00113724 0.00031276 8.34896e-05 1.3211e-05 0.000103059 2.64666e-05 0.000147618 0.0011638 8.63538e-05 -0.000332124 -1.07945e-05 -0.0004777 0.000196071 0.000624307 1.08194e-05 0.000324367 0.000107641 -0.000152595 0.000178379
internal_weight=0 3692 1832 518 254 186 133 264 1314 1259 1202 1139 1860 105 1755 363 272 218 1392 419 973 357 923 195 138
internal_count=3746 3692 1832 518 254 186 133 264 1314 1259 1202 1139 1860 105 1755 363 272 218 1392 419 973 357 923 195 138
is_linear=0
shrinkage=0.0995203


Tree=4597
num_leaves=36
num_cat=0
split_feature=5 9 9 8 2 5 17 17 5 0 0 0 20 18 17 8 8 17 5 26 9 9 9 9 17 18 2 20 26 10 4 4 2 4 4
split_gain=0.00613073 0.011219 0.077814 0.0133582 0.0499492 0.0129287 0.0118542 0.0104177 0.0458678 0.0154225 0.0652275 0.0464896 0.0177417 0.00967758 0.00907808 0.0230788 0.0283342 0.022387 0.0174805 0.0148598 0.0134861 0.031403 0.012664 0.0117601 0.0117079 0.00805563 0.00728669 0.00955436 0.00880292 0.00601886 0.00711334 0.0119978 0.0148118 0.00584691 0.0143886
threshold=-0.0089549999999999994 0.083715000000000026 0.08401500000000002 -0.085814999999999989 -0.082644999999999982 -0.015214999999999999 -0.05543 -0.000475 -0.020485 -0.088784999999999989 -0.087184999999999999 -0.085754999999999984 -0.0093149999999999986 -0.053034999999999992 -0.090304999999999996 -0.083504999999999982 -0.087374999999999994 -0.015100000000000001 -0.0038499999999999997 0.096980000000000025 0.093335000000000015 0.086315000000000017 -0.020035000000000001 0.086635000000000031 -0.239145 -0.011569999999999999 -0.017704999999999995 0.084680000000000019 -0.031674999999999995 0.086165000000000019 0.09939000000000002 0.087155000000000024 -0.055654999999999996 0.13255000000000003 0.078940000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -1 9 13 12 -11 -12 -4 -9 22 16 17 -16 23 20 21 -20 24 -17 -2 -15 -6 28 -28 30 31 32 -24 34 -8
right_child=14 2 7 4 26 -7 33 8 -10 10 11 -13 -14 25 15 18 -18 -19 19 -21 -22 -23 29 -25 -26 -27 27 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.00128455750104334 -2.9057419312833021e-05 -0.003526701472068872 0.00041840805867226799 0.0036909047356068767 -0.00092304763873511295 -0.0017970414568207406 0.0005011635580278287 -0.0012337408405163829 -0.0030008993621606053 0.0037353479515583833 -0.0023536081978835915 0.00058809975799554732 -0.0017190887494018942 0.0010982102269060127 0.0017384903887716272 -0.0023068266584452385 0.0030818459441640123 -0.00084253306730617194 0.0015078258265401022 -0.00084206341462540529 0.0022068508921815758 -0.001121646448287088 2.6269816189911215e-05 -3.7926600720334407e-05 -0.0022220027602555723 -0.00011437267797522663 0.0011571145084280647 0.0016102978805061037 -0.00022179030353656213 -0.00089169099467029523 0.001100952855468022 -0.0014915318649526795 0.0017339185294682829 0.00034422614720192745 -0.0015142482564174926
leaf_weight=57 50 69 78 46 49 46 58 71 59 55 65 293 75 59 70 46 63 63 104 74 51 79 603 46 48 673 61 52 183 58 72 46 55 82 87
leaf_count=57 50 69 78 46 49 46 58 71 59 55 65 293 75 59 70 46 63 63 104 74 51 79 603 46 48 673 61 52 183 58 72 46 55 82 87
internal_value=0 -0.000106618 -0.000262199 0.000215275 0.000609423 -0.00024925 0 -0.000103887 -0.000322095 0.000226991 0.000544244 5.17039e-05 -0.000624034 -0.000124252 0.000152444 0.000455899 0.00134067 0.000509745 2.03149e-05 0.000381889 0.00077245 0.000368225 -4.07326e-05 -0.00118128 -0.00111151 -1.55188e-05 0.000196185 0.00038423 0.000119581 8.41083e-05 0.000158097 6.05053e-05 0.000170251 -0.000320742 -0.000702438
internal_weight=0 2218 1497 721 391 330 284 1428 862 566 413 358 153 803 1528 596 196 133 400 308 234 183 932 92 98 732 345 296 244 834 776 704 658 227 145
internal_count=3746 2218 1497 721 391 330 284 1428 862 566 413 358 153 803 1528 596 196 133 400 308 234 183 932 92 98 732 345 296 244 834 776 704 658 227 145
is_linear=0
shrinkage=0.0995203


Tree=4598
num_leaves=22
num_cat=0
split_feature=5 5 6 5 6 6 2 3 3 5 8 9 5 6 18 6 4 19 7 18 2
split_gain=0.00530744 0.0146678 0.0143762 0.00814606 0.00700115 0.0126432 0.0226939 0.00676999 0.0288781 0.0118908 0.0108433 0.0190339 0.0213045 0.0105469 0.00973303 0.0114755 0.00887511 0.00548615 0.00609417 0.00836701 0.00460205
threshold=-0.014374999999999999 -0.020074999999999999 -0.0097999999999999979 -0.013050000000000001 -0.10198499999999999 -0.086254999999999984 -0.080329999999999999 0.084895000000000012 0.085845000000000019 -0.09583499999999999 -0.010374999999999999 0.11351500000000002 -0.46244499999999994 0.084985000000000019 -0.082304999999999989 0.10877500000000002 0.08024000000000002 -0.07525999999999998 0.016975000000000004 -0.025079999999999998 -0.026175
decision_type=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 -6 9 -9 16 14 12 -12 -11 -10 -16 -1 -7 19 -19 -18
right_child=3 2 -4 4 5 17 -8 8 10 13 11 -13 -14 -15 15 -17 20 18 -20 -21 -22
leaf_value=-0.0012243755019575937 0.0014045336714609753 0.00020295519847692123 -0.0019612134797911082 -0.0008192221432835443 0.0026353286793323501 -0.0008276421195460732 -2.2468480133874962e-05 -0.0021938488852890365 -0.001545713338726493 0.00032656182069586436 -0.00043964622203174816 -0.0012639877959120379 0.001315606563763708 0.0023057828272612865 -0.00022992120951224689 0.00086382786770843739 0.00093836430287022425 0.00032505493002159356 -0.0010321173655131559 -0.00017490849188169676 -0.0002388287218292052
leaf_weight=50 48 48 80 80 54 67 76 64 50 61 101 55 209 49 980 105 64 853 46 540 66
leaf_count=50 48 48 80 80 54 67 76 64 50 61 101 55 209 49 980 105 64 853 46 540 66
internal_value=0 -0.000112649 -0.00114325 0.000124669 8.83914e-05 0.000133274 0.00107524 -4.1055e-05 -0.000123345 0.000399923 -3.4458e-05 0.000436715 0.000741093 0.00121566 -0.000186702 -0.00012332 -9.40343e-05 5.14183e-05 9.29163e-05 0.000130655 0.000334415
internal_weight=0 1982 128 1764 1716 1636 130 1854 1564 290 1500 365 310 110 1135 1085 180 1506 1439 1393 130
internal_count=3746 1982 128 1764 1716 1636 130 1854 1564 290 1500 365 310 110 1135 1085 180 1506 1439 1393 130
is_linear=0
shrinkage=0.0995203


Tree=4599
num_leaves=21
num_cat=0
split_feature=20 20 20 5 0 20 17 3 8 17 26 7 9 3 17 26 9 36 3 9
split_gain=0.00506297 0.0268265 0.016392 0.0124968 0.0115043 0.037646 0.021688 0.0168022 0.0195986 0.0133794 0.0133833 0.00577084 0.00733487 0.0118142 0.0100186 0.0076514 0.00724201 0.00628019 0.00704481 0.0032525
threshold=-0.083495 -0.084724999999999995 -0.081945000000000004 -0.0083599999999999994 -0.085754999999999984 -0.08588999999999998 0.048755000000000014 0.097595000000000029 -0.080364999999999992 -0.45380999999999999 -0.066534999999999997 0.085015000000000021 0.11408000000000003 0.10214500000000003 -0.026504999999999997 0.11724000000000002 0.10892000000000003 0.089100000000000026 0.085035000000000013 0.087635000000000032
decision_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 6 9 7 8 -1 -6 -11 12 16 -14 -15 -16 17 18 -4 -12
right_child=2 -3 11 -5 5 -7 -8 -9 -10 10 19 -13 13 14 15 -17 -18 -19 -20 -21
leaf_value=-0.00040995588542109288 0.00022463992149395317 -0.0025531052071748146 -0.00035794242733544268 0.0024602196511728683 0.0012484373846256293 0.0029410422512304042 -0.0022809551673938977 -0.0011223039944465642 0.0022950471483501895 -0.0015934878025524581 -0.0003919547363405677 -0.000935900201715322 0.0018358229050738923 -0.0009409014391016724 0.0016738138826108842 -0.00012620964255269531 -0.0010786356098608293 0.0011620464183903145 6.329000756886017e-05 0.00076712184538157947
leaf_weight=60 53 47 477 48 51 47 56 82 47 74 47 63 56 54 46 46 62 46 2236 48
leaf_count=60 53 47 477 48 51 47 56 82 47 74 47 63 56 54 46 46 62 46 2236 48
internal_value=0 -0.000277148 4.75616e-05 0.0012952 -6.66237e-05 0.000383451 -0.000560454 -4.63441e-05 0.000770573 -0.000159224 -0.000588865 6.46304e-06 2.63729e-05 0.000605785 0.000128383 0.000764904 -1.48262e-05 8.78293e-06 -1.04694e-05 0.000185067
internal_weight=0 559 3187 101 512 267 245 189 107 220 169 3086 3023 202 146 92 2821 2759 2713 95
internal_count=3746 559 3187 101 512 267 245 189 107 220 169 3086 3023 202 146 92 2821 2759 2713 95
is_linear=0
shrinkage=0.0995203


Tree=4600
num_leaves=27
num_cat=0
split_feature=17 3 1 1 26 26 9 26 26 17 26 0 21 4 4 9 9 21 9 3 1 6 20 17 6 6
split_gain=0.0124626 0.0222967 0.0064961 0.0221102 0.0503482 0.0135112 0.0198204 0.042496 0.0295866 0.0169074 0.014335 0.0152869 0.0116301 0.00543833 0.025406 0.0100205 0.0202794 0.00860794 0.00701558 0.0207818 0.0263346 0.0196935 0.013639 0.0094611 0.00812737 0.00701599
threshold=-0.55026999999999993 0.10457000000000002 -0.083284999999999984 -0.085184999999999997 0.088775000000000021 0.089725000000000013 0.083925000000000013 0.084355000000000027 0.088325000000000028 -0.10193000000000001 0.091275000000000023 -0.078664999999999999 0.083050000000000027 0.086380000000000026 0.090805000000000011 0.11351500000000002 0.098720000000000016 -0.079279999999999989 0.083715000000000026 0.084505000000000011 -0.082039999999999988 -0.095814999999999997 -0.073489999999999986 -0.0090649999999999984 0.098855000000000012 -0.026384999999999999
decision_type=2 2 2 2 2 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 6 7 12 9 -8 -7 -12 -2 18 -15 16 17 -16 21 -20 -21 22 -4 25 -22 -23
right_child=2 -3 13 4 -6 10 8 -9 -10 -11 11 -13 -14 14 15 -17 -18 -19 19 20 24 23 -24 -25 -26 -27
leaf_value=0.00021173127856271407 -0.00068188840290364086 -0.0021478115561995321 -0.0016783005591559752 0.00064010060628168892 -0.003978486882563287 0.0021030149330453934 0.00064484607480988661 0.0029066403584860627 -0.002873865423004942 -0.0010061452456343598 -0.00099498903911460364 0.0010206345469328706 0.00093429965538542094 -0.0024241780945539995 0.0012382538248938398 -0.0011624027915446617 0.0021133225547430834 -0.00017329433439439425 -0.0017996960804824327 0.0023537326322288559 0.00018301230031580519 0.0014672552131529866 0.00060165623458729761 0.002151850820407105 -0.00039044677324163394 -0.00022188614191837424
leaf_weight=83 172 75 48 46 47 50 98 51 58 163 65 87 59 46 47 66 47 473 56 52 1338 49 56 73 299 47
leaf_count=83 172 75 48 46 47 50 98 51 58 163 65 87 59 46 47 66 47 473 56 52 1338 49 56 73 299 47
internal_value=0 -0.000903124 0 -0.000232197 -0.00168522 -6.28946e-05 -0.00030049 0.00030524 -0.00083853 -0.000383096 0.000639959 0.000153305 -0.000265552 7.70971e-05 -0.000165942 -5.43432e-07 0.000133256 -4.41377e-05 0.000159279 8.53406e-05 0.000148325 0.000628888 -0.00044276 0.00129321 7.77692e-05 0.000631753
internal_weight=0 158 3593 896 93 803 601 282 319 261 202 152 231 2697 679 633 567 520 2018 1745 1689 273 104 169 1637 96
internal_count=3751 158 3593 896 93 803 601 282 319 261 202 152 231 2697 679 633 567 520 2018 1745 1689 273 104 169 1637 96
is_linear=0
shrinkage=0.0995203


Tree=4601
num_leaves=11
num_cat=0
split_feature=17 18 28 18 20 12 2 2 17 20
split_gain=0.0100932 0.0234304 0.00622208 0.0060082 0.00492283 0.00425333 0.00428863 0.0139322 0.004989 0.00417846
threshold=-0.55026999999999993 -0.10872 0.079615000000000019 0.26473000000000008 -0.41270499999999993 0.092405000000000029 0.11995000000000003 0.14153500000000005 -0.0064000000000000003 -0.0088249999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 8 -8 -6 -3
right_child=2 9 -4 -5 5 -7 7 -9 -10 -11
leaf_value=-0.0026202702705485602 0.0010609847512557133 0.00068167816245722867 -0.00084134554164240504 -0.0009581720095888503 -7.3214071194128725e-05 0.00084752802599430291 -0.0017675560988658402 -1.2644341686238586e-05 0.00018187797827829891 -0.00055700226879658158
leaf_weight=49 46 49 85 61 1657 61 56 229 1398 60
leaf_count=49 46 49 85 61 1657 61 56 229 1398 60
internal_value=0 -0.000812729 0 2.03791e-05 3.79335e-05 2.38556e-05 8.56738e-06 -0.000360342 4.32508e-05 0
internal_weight=0 158 3593 3508 3447 3401 3340 285 3055 109
internal_count=3751 158 3593 3508 3447 3401 3340 285 3055 109
is_linear=0
shrinkage=0.0995203


Tree=4602
num_leaves=12
num_cat=0
split_feature=2 12 0 1 0 3 3 38 6 0 18
split_gain=0.00764034 0.00452523 0.00506356 0.0194147 0.00835684 0.00761497 0.0103555 0.00736489 0.00973532 0.00543056 0.00519962
threshold=-0.24151999999999998 0.092405000000000029 -0.01213 -0.139265 -0.038659999999999993 0.096510000000000026 0.08511500000000001 -0.072014999999999996 -0.47287499999999999 -0.052884999999999995 0.038665000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 7 6 -4 -2 -9 -10 -7
right_child=1 -3 3 -5 -6 10 -8 8 9 -11 -12
leaf_value=-0.00095818482884806662 0.0011156167562960018 0.00082691877916718959 0.00029625143782672505 -0.0022081021877155961 0.00097855030281811316 0.0012082695249437862 -0.0015838530701298196 -0.0012410355908816025 1.5477851600182595e-05 -0.00067838351242838267 -0.00013028358514004189
leaf_weight=86 56 63 59 50 86 57 56 65 3001 116 56
leaf_count=86 56 63 59 50 86 57 56 65 3001 116 56
internal_value=0 -8.89342e-06 -2.37393e-05 -0.000431823 1.01441e-05 -3.86967e-05 -0.00061216 -1.53235e-05 -3.54842e-05 -1.00818e-05 0.000537672
internal_weight=0 3665 3602 278 3324 228 115 3238 3182 3117 113
internal_count=3751 3665 3602 278 3324 228 115 3238 3182 3117 113
is_linear=0
shrinkage=0.0995203


Tree=4603
num_leaves=13
num_cat=0
split_feature=17 3 28 1 1 0 17 3 0 17 9 5
split_gain=0.0078304 0.0159019 0.00500925 0.00671305 0.0122212 0.0042956 0.00808885 0.0093855 0.00725014 0.0111362 0.00817811 0.0036645
threshold=-0.55026999999999993 0.10457000000000002 0.079615000000000019 -0.50763499999999995 -0.44477499999999998 -0.067839999999999998 -0.45791500000000002 0.10325000000000002 -0.071029999999999996 -0.084209999999999993 0.11351500000000002 0.19224000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 -5 8 -7 -8 10 -10 -6 -2
right_child=2 -3 -4 4 5 6 7 -9 9 -11 -12 -13
leaf_value=0.00022686019441763968 0.00024368719763530404 -0.0017650620553045246 -0.00075249980191081608 -0.0015801194295730031 3.9494768978928255e-05 0.0012060907966615503 0.00075835387539710389 -0.00018737761003922312 0.00025231800256362696 -0.0016699980520631574 -0.00082553239094171696 0.0014500022018296246
leaf_weight=83 56 75 85 48 2570 79 153 322 54 65 113 48
leaf_count=83 56 75 85 48 2570 79 153 322 54 65 113 48
internal_value=0 -0.000713492 2.1441e-06 2.06627e-05 -3.16151e-06 1.91494e-05 0.000272516 0.000115524 -3.0653e-05 -0.000790808 2.75726e-06 0.00080832
internal_weight=0 158 3593 3508 3404 3356 554 475 2802 119 2683 104
internal_count=3751 158 3593 3508 3404 3356 554 475 2802 119 2683 104
is_linear=0
shrinkage=0.0995203


Tree=4604
num_leaves=9
num_cat=0
split_feature=11 31 8 35 38 8 8 2
split_gain=0.00840769 0.00552732 0.00865513 0.00541684 0.00501172 0.00485842 0.0151396 0.00707329
threshold=0.092640000000000014 0.095410000000000009 -0.49499500000000002 -0.084154999999999994 -0.072014999999999996 -0.081415000000000001 -0.080924999999999983 -0.086414999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 -6
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=-0.00098237531133696441 -0.0012896615226174806 0.001120204015576518 -0.0010266220518907459 0.00093990184443234451 -0.00020001636352121684 -0.0017381780621181806 -1.575535066633335e-05 0.00029265672526566482
leaf_weight=83 48 46 46 63 379 52 1849 1190
leaf_count=83 48 46 46 63 379 52 1849 1190
internal_value=0 3.57238e-05 2.18776e-05 4.53958e-05 5.95853e-05 4.33667e-05 -6.33012e-05 0.000173127
internal_weight=0 3708 3662 3579 3533 3470 1901 1569
internal_count=3756 3708 3662 3579 3533 3470 1901 1569
is_linear=0
shrinkage=0.0995203


Tree=4605
num_leaves=16
num_cat=0
split_feature=12 20 5 3 3 0 2 3 8 3 0 3 21 8 3
split_gain=0.0067932 0.00646256 0.00561074 0.011638 0.0204466 0.0142607 0.019472 0.0098101 0.00556698 0.00813605 0.0322867 0.0201326 0.0137101 0.0130611 0.00631431
threshold=0.098385000000000028 0.2959750000000001 -0.46244499999999994 0.10377500000000002 0.091475000000000015 -0.14824999999999997 -0.043929999999999997 0.11578500000000001 -0.409445 0.11523000000000001 -0.1021 0.11308000000000003 0.11987500000000002 -0.071594999999999992 0.11926500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -5 14 11 -11 12 -10 -12 -4
right_child=-2 -3 8 5 -6 6 -8 -9 9 10 13 -13 -14 -15 -16
leaf_value=-0.00062177969288423581 -0.0011470345808177608 0.0012047552172404575 -0.0011881892126033922 -0.00069805247766735955 0.0019124468186901315 -0.0016060998452126266 0.0011147232436673608 -0.0027723710431858265 9.2286156542142751e-05 0.0026916680244196485 -0.00068186493868273117 -0.001919668766134584 -0.0013813536292052045 0.00055880492619898858 0.0001691393128355711
leaf_weight=82 49 46 74 46 51 46 60 47 2641 57 125 52 64 255 61
leaf_count=82 49 46 74 46 51 46 60 47 2641 57 125 52 64 255 61
internal_value=0 3.22358e-05 1.72796e-05 -0.000372527 0.000343837 -0.000855416 -5.82886e-05 -0.00175517 5.64008e-05 8.30829e-05 0.000482122 1.95361e-05 5.71173e-05 0.000148536 -0.000568814
internal_weight=0 3707 3661 332 133 199 106 93 3329 3194 437 2757 2705 380 135
internal_count=3756 3707 3661 332 133 199 106 93 3329 3194 437 2757 2705 380 135
is_linear=0
shrinkage=0.0995203


Tree=4606
num_leaves=8
num_cat=0
split_feature=11 29 8 2 2 35 3
split_gain=0.00579633 0.0040636 0.0095424 0.00669006 0.00702358 0.00452988 0.00977968
threshold=0.092640000000000014 0.12330000000000002 -0.49499500000000002 0.31326500000000007 0.14685000000000001 -0.076159999999999992 0.014805000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.001065205073984827 -0.0010712483286683411 0.00088648663753600058 -0.00065866529784781836 0.00093478885858699749 -0.0011062352056601347 0.0013728207049250947 3.4089800100468895e-05
leaf_weight=79 48 54 90 81 54 55 3295
leaf_count=79 48 54 90 81 54 55 3295
internal_value=0 2.9194e-05 1.63006e-05 4.04286e-05 1.94607e-05 3.73695e-05 5.63133e-05
internal_weight=0 3708 3654 3575 3494 3440 3350
internal_count=3756 3708 3654 3575 3494 3440 3350
is_linear=0
shrinkage=0.0995203


Tree=4607
num_leaves=13
num_cat=0
split_feature=4 0 4 36 2 8 6 4 4 8 5 21
split_gain=0.00520888 0.011235 0.0104164 0.00924486 0.0088823 0.0116739 0.00728439 0.00607286 0.00992922 0.0190338 0.0112316 0.00740509
threshold=0.12719000000000005 -0.12236 0.11860000000000002 0.087755000000000014 -0.026175 -0.092299999999999993 -0.46637499999999998 0.11374000000000002 0.10739000000000003 -0.010374999999999999 0.62404000000000015 0.13765500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -3 -6 -1 8 10 -10 11 -8
right_child=1 3 -4 -5 5 -7 7 -9 9 -11 -12 -13
leaf_value=-0.001183399287259325 -0.0016890012572260023 0.0014154413027502222 0.0011843367673045695 -0.0013031132078101932 0.00071808109875709796 -0.0011456760564179885 3.3776522267577611e-05 -0.00092078609527732611 -7.5758352759706471e-05 0.002534293236541251 -0.0010647478936139055 0.001100097811586443
leaf_weight=49 54 47 78 49 69 64 3011 64 68 46 91 66
leaf_count=49 54 47 78 49 69 64 3011 64 68 46 91 66
internal_value=0 -0.00039685 4.70729e-05 -8.85758e-05 0.000237501 -0.000172609 2.07032e-05 3.85812e-05 5.75386e-05 0.00097024 2.44367e-05 5.69146e-05
internal_weight=0 283 3473 229 180 133 3395 3346 3282 114 3168 3077
internal_count=3756 283 3473 229 180 133 3395 3346 3282 114 3168 3077
is_linear=0
shrinkage=0.0995203


Tree=4608
num_leaves=18
num_cat=0
split_feature=7 18 20 17 0 17 26 26 18 5 9 5 18 3 18 17 5
split_gain=0.00722545 0.00638629 0.00667962 0.00609621 0.0118171 0.0109272 0.0178529 0.0202812 0.00942986 0.0184347 0.00890766 0.00596717 0.0177501 0.0259236 0.0203053 0.0130937 0.0103551
threshold=0.10421500000000002 0.19545000000000004 -0.079725000000000004 -0.093784999999999993 -0.14731999999999998 -0.084209999999999993 -0.057034999999999995 0.085465000000000027 0.090285000000000018 -0.014739999999999998 0.10591500000000002 -1.0000000180025095e-35 -0.067359999999999989 0.096510000000000026 -0.057764999999999997 -0.078119999999999995 -0.004089999999999999
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 -5 -8 9 -6 -11 15 13 -13 -14 -7 -17
right_child=-2 2 -4 5 8 11 7 -9 -10 10 -12 12 14 -15 -16 16 -18
leaf_value=-0.0017252816387519762 -0.001120234992039395 0.0016194429870509761 8.3647125487280351e-05 -0.00033342061526228547 0.0019132117491608154 -0.0014422556036524563 0.0032074093506977686 0.00026207694785112303 -0.001195346661100104 -4.8849870788320444e-05 -0.0014510069460300615 0.0001364827501327236 -0.001914102623219643 0.0032692528086986214 0.00046115820881814109 5.9487523375257746e-05 -0.0013896400565381118
leaf_weight=48 54 51 65 68 46 62 48 46 74 717 48 62 47 46 147 2067 50
leaf_count=48 54 51 65 68 46 62 48 46 74 717 48 62 47 46 147 2067 50
internal_value=0 3.90482e-05 0.000765925 1.52405e-05 -0.000203186 9.26565e-05 0.000884807 0.00177479 -0.000119707 -2.05499e-05 -0.000137899 4.06021e-05 0.000455277 0.00147839 -0.000110072 -1.64944e-05 2.48748e-05
internal_weight=0 3692 116 3576 933 2643 162 94 885 811 765 2481 302 108 194 2179 2117
internal_count=3746 3692 116 3576 933 2643 162 94 885 811 765 2481 302 108 194 2179 2117
is_linear=0
shrinkage=0.0995203


Tree=4609
num_leaves=16
num_cat=0
split_feature=18 2 5 5 18 0 2 18 30 18 18 3 5 18 18
split_gain=0.00649855 0.0123572 0.0130069 0.00821172 0.014641 0.00716354 0.00737448 0.00519832 0.0107817 0.00540854 0.005334 0.021092 0.0139963 0.0125034 0.0092147
threshold=-0.13579499999999997 -0.096314999999999998 0.51659500000000014 0.41370500000000004 -0.17307499999999998 -0.229625 0.097745000000000012 0.19545000000000004 0.11290000000000001 0.31227500000000008 -0.069565000000000002 0.10920500000000002 -0.025879999999999997 -0.057764999999999997 -0.040349999999999997
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 -2 8 10 -9 11 12 -7 -12 -15
right_child=5 2 -4 -5 -6 7 -8 9 -10 -11 13 -13 -14 14 -16
leaf_value=-0.0015723591638321253 -0.0015302982835028994 0.0010818759675300584 0.00099690024626928318 -0.0012663817272302366 -0.0011790120683344673 -0.0014809517977476645 -5.7475220286193882e-05 0.0014042610265390407 -0.0012092776449437286 2.2461426196648066e-05 -0.0012181523358352859 0.0021846535355642916 0.00029542188276125329 0.0010559671332001268 2.2027959397218494e-05
leaf_weight=70 55 61 78 84 53 47 90 60 64 55 78 56 652 89 2154
leaf_count=70 55 61 78 84 53 47 90 60 64 55 78 56 652 89 2154
internal_value=0 -0.000390683 -8.80161e-05 -0.000519542 2.35804e-05 6.19184e-05 -0.000621778 9.26264e-05 6.82709e-05 0.000750519 9.5118e-05 0.000324968 0.000174809 1.99972e-05 6.34186e-05
internal_weight=0 346 276 198 114 3400 145 3255 3140 115 3076 755 699 2321 2243
internal_count=3746 346 276 198 114 3400 145 3255 3140 115 3076 755 699 2321 2243
is_linear=0
shrinkage=0.0995203


Tree=4610
num_leaves=17
num_cat=0
split_feature=7 0 6 2 2 9 2 0 17 29 9 0 21 3 21 21
split_gain=0.00563512 0.00466685 0.0187318 0.00487392 0.0128372 0.0197418 0.0122607 0.00873229 0.0109789 0.00762381 0.00895624 0.0158659 0.00712905 0.00645331 0.00630926 0.00556073
threshold=0.10421500000000002 -0.229625 -0.095814999999999997 -0.011474999999999999 -0.026175 -0.076039999999999983 -0.0072299999999999994 -0.15137999999999999 -0.0064000000000000003 -0.08416499999999999 0.083875000000000019 -0.086304999999999993 0.097380000000000022 0.11693000000000002 0.09296500000000002 0.12662500000000004
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 -5 13 14 -3 11 -11 -10 -8 -9 -12
right_child=-2 3 -4 6 5 -7 7 8 12 10 15 -13 -14 -15 -16 -17
leaf_value=0.00068647057764075555 -0.00099090506416057468 0.0011660786960847672 -0.0015398869028133797 0.0016504792119131004 3.6128367323648126e-05 -0.0024912954710938295 0.0018270024803115558 0.00080063656550935437 -0.00082885397039034582 0.000179706027991368 0.00011556594230810785 -0.0012603792262660511 0.00047403653401554804 0.00017351201112595247 -0.00029468487341939326 -0.00068486036773861161
leaf_weight=69 54 59 81 61 75 51 49 164 172 162 2343 141 54 47 75 89
leaf_count=69 54 59 81 61 75 51 49 164 172 162 2343 141 54 47 75 89
internal_value=0 3.28701e-05 -0.000510305 5.61042e-05 1.94157e-06 -0.00098038 0.000309056 0.000161738 -1.49317e-05 4.6534e-05 2.20836e-05 -0.000487731 -0.000513922 0.00102601 0.000453491 8.59374e-05
internal_weight=0 3692 150 3542 2920 126 622 561 465 2794 2735 303 226 96 239 2432
internal_count=3746 3692 150 3542 2920 126 622 561 465 2794 2735 303 226 96 239 2432
is_linear=0
shrinkage=0.0995203


Tree=4611
num_leaves=13
num_cat=0
split_feature=18 18 9 0 8 11 0 4 6 4 29 29
split_gain=0.00522963 0.00995848 0.00885054 0.0138599 0.00854173 0.0052026 0.0101794 0.00875214 0.00865514 0.0121285 0.010231 0.00827913
threshold=-0.13579499999999997 -0.17307499999999998 0.10153500000000003 -0.067059999999999995 -0.069444999999999993 -0.11166 -0.059114999999999994 0.14699000000000004 -0.48214499999999999 0.13707500000000003 0.097705000000000028 -0.085754999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -2 8 -7 10 11 -10
right_child=5 -3 -4 -5 -6 7 -8 -9 9 -11 -12 -13
leaf_value=0.00030585096558841373 -0.0001262441740209972 -0.0012880731796725468 -0.0010962473614078293 0.0011819064135131317 -0.0014568777064067251 0.0011983515901642897 0.001760749557752044 -0.0012134642788785008 -0.001132888949004229 -0.0015574134676937105 -0.0013728790793629505 9.8272812848846606e-05
leaf_weight=60 62 85 61 91 49 64 51 55 55 47 49 3017
leaf_count=60 62 85 61 91 49 64 51 55 55 47 49 3017
internal_value=0 -0.000352138 -4.41953e-05 0.000272588 -0.000479058 5.38764e-05 0.000718164 3.07906e-05 5.22178e-05 2.88051e-05 5.29547e-05 7.5964e-05
internal_weight=0 346 261 200 109 3400 113 3287 3232 3168 3121 3072
internal_count=3746 346 261 200 109 3400 113 3287 3232 3168 3121 3072
is_linear=0
shrinkage=0.0995203


Tree=4612
num_leaves=14
num_cat=0
split_feature=10 3 3 2 3 36 3 9 1 26 9 26 17
split_gain=0.031454 0.0108644 0.011909 0.0373394 0.00914553 0.0083726 0.00670357 0.00972145 0.019462 0.00523271 0.0150481 0.00642093 0.00495876
threshold=0.093790000000000026 -0.14674999999999996 0.080495000000000025 -0.046564999999999995 0.082595000000000016 0.088355000000000031 0.085035000000000013 0.083760000000000015 -0.08616 0.15222000000000005 0.11351500000000002 0.12396500000000002 -0.016209999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5 7 12 -9 11 -11 -8 -6
right_child=-2 2 4 5 6 -7 9 8 -10 10 -12 -13 -14
leaf_value=0.0013135951679455959 -0.0022252877818709467 -0.0031706518680757892 0.0013484664658885959 -0.00089248150662174562 -0.00032743911353869522 0.00074618078685409841 -8.8700567108365135e-06 0.00045653424385585801 -0.0014341370124947828 0.0015759531585424155 -0.00051645005243647129 -0.0010329031250940065 0.0011088739290301013
leaf_weight=57 67 50 47 54 47 72 2878 80 162 73 63 62 47
leaf_count=57 67 50 47 54 47 72 2878 80 162 73 63 62 47
internal_value=0 -4.89947e-05 -7.05866e-05 -0.000869328 -2.97085e-05 3.73998e-05 -4.89327e-05 -0.000471016 -0.000805739 -2.56125e-06 0.000600659 -3.07438e-05 0.000382009
internal_weight=0 3692 3635 176 3459 126 3412 336 242 3076 136 2940 94
internal_count=3759 3692 3635 176 3459 126 3412 336 242 3076 136 2940 94
is_linear=0
shrinkage=0.0995203


Tree=4613
num_leaves=11
num_cat=0
split_feature=22 13 3 18 20 35 3 10 5 26
split_gain=0.0299105 0.00613056 0.00779441 0.0351028 0.00779261 0.0136324 0.007377 0.00538311 0.0112261 0.00562613
threshold=0.13160500000000006 0.089365000000000014 0.080495000000000025 -1.0000000180025095e-35 -0.014955 -0.076159999999999992 0.082595000000000016 0.090150000000000022 0.62720500000000012 0.15222000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -4 8 9 -8
right_child=-2 -3 6 4 5 -7 7 -9 -10 -11
leaf_value=-0.0029474189570495527 -0.002322038365439157 0.0010726113968180478 0.0012142667161430241 -0.00098349548852439393 -0.00065531015649419226 0.001613102668526915 -7.8440421794599547e-05 -0.00097544840315973852 0.0011878949976830047 0.00058430173288186063
leaf_weight=50 58 48 47 46 48 57 3139 60 74 132
leaf_count=50 58 48 47 46 48 57 3139 60 74 132
internal_value=0 -4.38975e-05 -5.87924e-05 -0.000661386 9.01584e-05 0.000568318 -2.3468e-05 -4.07931e-05 -2.37833e-05 -5.14454e-05
internal_weight=0 3701 3653 201 151 105 3452 3405 3345 3271
internal_count=3759 3701 3653 201 151 105 3452 3405 3345 3271
is_linear=0
shrinkage=0.0995203


Tree=4614
num_leaves=12
num_cat=0
split_feature=10 13 3 26 3 0 3 8 17 3 2
split_gain=0.0244175 0.00866181 0.00823381 0.0324236 0.00602402 0.00569645 0.00529033 0.0115696 0.025843 0.004742 0.00461902
threshold=0.093790000000000026 1.0000000180025095e-35 0.080495000000000025 -0.019129999999999998 0.082595000000000016 -0.0033699999999999997 0.085035000000000013 -0.08176499999999999 -0.00067499999999999993 0.08544000000000003 -0.241895
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 7 8 -6 -8 -11
right_child=-2 -3 4 -5 6 -7 9 -9 -10 10 -12
leaf_value=0.00091860056856550522 -0.0019544795837362389 0.0010752211468644194 0.0010934226940058018 -0.0026173490876282017 -0.0013126925566835917 -0.00054205126090319433 0.00079849398993938768 0.00064984917260927895 0.00097474622846176542 0.00085251940091347672 -3.6522225672009109e-05
leaf_weight=61 67 68 47 59 194 46 72 77 65 59 2944
leaf_count=61 67 68 47 59 194 46 72 77 65 59 2944
internal_value=0 -3.69825e-05 -5.80776e-05 -0.000742912 -2.49656e-05 0.000283006 -4.06159e-05 -0.00041556 -0.000735464 8.7433e-08 -1.87826e-05
internal_weight=0 3692 3624 166 3458 107 3411 336 259 3075 3003
internal_count=3759 3692 3624 166 3458 107 3411 336 259 3075 3003
is_linear=0
shrinkage=0.0995203


Tree=4615
num_leaves=15
num_cat=0
split_feature=22 13 21 2 21 21 18 26 18 5 18 8 18 21
split_gain=0.0240388 0.00459615 0.00420853 0.0075493 0.0156352 0.00919494 0.00571427 0.011984 0.00769394 0.0162454 0.0081631 0.0226914 0.0109264 0.00556805
threshold=0.13160500000000006 0.089365000000000014 0.11729000000000002 -0.078244999999999995 0.12329000000000002 0.13276500000000005 -0.20826999999999998 0.083970000000000031 -0.12363 0.2686150000000001 -0.094389999999999988 -0.080445000000000003 -0.090899999999999995 0.14970000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 7 -1 9 -8 11 -10 -12 -7
right_child=-2 -3 3 4 5 13 8 -9 10 -11 12 -13 -14 -15
leaf_value=2.5820488665429891e-05 -0.0020748081866929211 0.00093423783571947754 -0.00063919093237074765 0.0022152551556203488 -0.00093757133011945998 0.0015033897817788931 -0.00036067681538335923 -0.0018608422397388283 -0.0022016552226686156 0.0019889371073147613 0.00091265318570045049 8.3062237229161281e-05 -7.6698903487498456e-05 6.7659626641939385e-05
leaf_weight=85 58 48 61 47 52 46 61 54 66 55 115 122 2822 67
leaf_count=85 58 48 61 47 52 46 61 54 66 55 115 122 2822 67
internal_value=0 -3.24788e-05 -4.54055e-05 0.000329897 0.0006126 0.000151124 -7.59606e-05 -0.000701239 -4.88911e-05 0.000746308 -7.86708e-05 -0.000714665 -3.76815e-05 0.000659361
internal_weight=0 3701 3653 273 212 165 3380 139 3241 116 3125 188 2937 113
internal_count=3759 3701 3653 273 212 165 3380 139 3241 116 3125 188 2937 113
is_linear=0
shrinkage=0.0995203


Tree=4616
num_leaves=15
num_cat=0
split_feature=22 9 5 5 18 3 0 6 3 0 6 6 9 8
split_gain=0.024326 0.013156 0.0112262 0.0198985 0.011854 0.00794222 0.0122844 0.00722141 0.0460837 0.0236808 0.0134264 0.0148276 0.00691636 0.00383566
threshold=0.13160500000000006 -0.37999999999999995 -0.041054999999999994 -0.034484999999999995 -0.046804999999999992 0.080495000000000025 -0.14795 0.088915000000000022 0.088055000000000022 -0.071799999999999989 0.086420000000000011 0.08481000000000001 0.10706000000000003 -0.011315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 13 -7 10 -9 -10 11 -6 -8 -5
right_child=-2 2 3 5 7 6 12 8 9 -11 -12 -13 -14 -15
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leaf_weight=56 57 63 56 49 1027 84 1698 46 194 115 64 47 129 46
leaf_count=56 57 63 56 49 1027 84 1698 46 194 115 64 47 129 46
internal_value=0 5.3811e-05 7.74554e-05 -7.45152e-05 0.000279372 -2.24481e-05 -6.69976e-05 0.00022231 0.000614633 0.000174353 9.9205e-05 0.00018332 -1.24409e-05 0.000865083
internal_weight=0 3674 3618 2062 1556 2006 1911 1493 355 309 1138 1074 1827 95
internal_count=3731 3674 3618 2062 1556 2006 1911 1493 355 309 1138 1074 1827 95
is_linear=0
shrinkage=0.0995203


Tree=4617
num_leaves=19
num_cat=0
split_feature=10 9 5 9 9 26 20 5 6 2 2 23 7 5 1 26 26 18
split_gain=0.0229142 0.00948217 0.00857907 0.0147476 0.0399604 0.0188008 0.016172 0.0160111 0.0112227 0.0106744 0.0110272 0.00735498 0.0120093 0.00724134 0.0413315 0.00825311 0.00653741 0.00591518
threshold=0.090150000000000022 -0.25326499999999996 -0.0087549999999999989 0.08486500000000001 0.084535000000000013 0.08919500000000001 -0.083495 -0.0038499999999999997 0.092405000000000029 -0.069459999999999994 -0.087614999999999985 -0.046924999999999994 1.0000000180025095e-35 -0.012464999999999999 -0.085574999999999998 0.087625000000000022 0.084355000000000027 -0.088385000000000005
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 7 6 17 -4 -8 10 -7 -3 13 15 -15 -13 -9 -5
right_child=-2 2 3 5 -6 9 8 16 -10 -11 -12 12 -14 14 -16 -17 -18 -19
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leaf_weight=76 85 70 69 48 50 70 317 315 60 84 327 1025 80 48 129 771 61 46
leaf_count=76 85 70 69 48 50 70 317 315 60 84 327 1025 80 48 129 771 61 46
internal_value=0 5.76325e-05 8.12622e-05 -0.000105231 -0.000546146 0.000123166 0.000570717 -0.000244425 0.000862793 -0.000313379 -0.000530208 0.000208759 0.000243268 0.00019432 0.000802578 0.000133919 9.13653e-06 -0.000591984
internal_weight=0 3646 3570 1447 495 952 471 445 377 481 397 2123 2053 1973 177 1796 376 94
internal_count=3731 3646 3570 1447 495 952 471 445 377 481 397 2123 2053 1973 177 1796 376 94
is_linear=0
shrinkage=0.0995203


Tree=4618
num_leaves=14
num_cat=0
split_feature=22 9 5 5 6 1 4 36 9 3 0 0 8
split_gain=0.0193249 0.00903212 0.00855817 0.0135856 0.00847498 0.0255201 0.00664273 0.00769287 0.00824004 0.0066185 0.00930046 0.00681208 0.0031165
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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 -3 12 -11 -12 -5
right_child=-2 2 3 9 5 -7 -8 -9 -10 10 11 -13 -14
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leaf_weight=56 57 1264 67 49 55 74 47 46 59 84 270 1557 46
leaf_count=56 57 1264 67 49 55 74 47 46 59 84 270 1557 46
internal_value=0 4.61332e-05 6.5761e-05 -6.6068e-05 0.000243172 0.00101671 0.000172123 0.00013152 0.000176046 -1.90933e-05 -5.97965e-05 -1.22667e-05 0.000791067
internal_weight=0 3674 3618 2073 1545 129 1416 1369 1323 2006 1911 1827 95
internal_count=3731 3674 3618 2073 1545 129 1416 1369 1323 2006 1911 1827 95
is_linear=0
shrinkage=0.0995203


Tree=4619
num_leaves=12
num_cat=0
split_feature=10 9 5 4 6 5 3 0 3 2 3
split_gain=0.0182293 0.00638718 0.0063346 0.00540601 0.00477855 0.00775754 0.0240727 0.0117236 0.00542219 0.00665592 0.00499023
threshold=0.090150000000000022 -0.25326499999999996 -0.55105499999999996 0.14699000000000004 -0.12272499999999999 -0.091229999999999992 0.086605000000000029 -0.14795 0.087925000000000017 -0.067815 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 6 -6 -7 10 -10 -4
right_child=-2 2 3 -5 5 7 -8 -9 9 -11 -12
leaf_value=-0.00085225377938249515 -0.0014244858311253977 0.0012055121378840919 -0.00029031013033080708 0.0010421035423553112 0.0016522846214867637 -0.0010497692818784536 6.6519928774975634e-05 4.9858988849146191e-05 -0.0011372479726025511 -0.00012619516068980283 0.00094016375790934243
leaf_weight=76 85 48 75 54 122 100 431 2412 110 161 57
leaf_count=76 85 48 75 54 122 100 431 2412 110 161 57
internal_value=0 4.97258e-05 6.91569e-05 5.34375e-05 3.7807e-05 8.03753e-05 0.000417844 5.75807e-06 -0.000283914 -0.000539606 0.000234829
internal_weight=0 3646 3570 3522 3468 3065 553 2512 403 271 132
internal_count=3731 3646 3570 3522 3468 3065 553 2512 403 271 132
is_linear=0
shrinkage=0.0995203


Tree=4620
num_leaves=18
num_cat=0
split_feature=10 2 5 2 30 29 21 2 5 9 9 9 9 17 17 2 26
split_gain=0.0178817 0.0204374 0.0155224 0.00954474 0.0162564 0.0108635 0.00781096 0.00860608 0.0164538 0.0108879 0.0368788 0.0131338 0.00991906 0.00528355 0.0156757 0.0133449 0.0110718
threshold=0.09056500000000002 -0.011474999999999999 0.51935500000000012 -0.0043799999999999993 0.085495000000000029 -0.067879999999999996 0.13922500000000004 -0.076254999999999989 0.40431000000000011 0.092605000000000021 0.091310000000000016 0.093175000000000022 -0.076039999999999983 -0.093784999999999993 -0.038314999999999995 0.10003000000000002 0.047170000000000011
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 -3 -5 7 9 12 10 -1 -11 -9 15 -15 -7 -16
right_child=-2 3 -4 5 -6 13 -8 8 -10 11 -12 -13 -14 14 16 -17 -18
leaf_value=-3.3843613261782578e-05 0.001443468829084491 0.0025736674683374022 -0.0015082230816022425 -0.00091237306159185885 -1.0306480681748009e-06 -0.0013811190981974056 0.00093409488922426595 0.00063356313241027878 -0.0022515136887593487 0.0018825871744043456 -0.0017620989552042607 0.0001825887812370496 -0.00050074882651020736 0.0017384334736081657 2.6467948745272292e-05 0.00060387139828693541 0.0014308434842976153
leaf_weight=1533 81 50 84 69 46 53 66 89 48 52 133 348 517 91 312 91 68
leaf_count=1533 81 50 84 69 46 53 66 89 48 52 133 348 517 91 312 91 68
internal_value=0 -5.13956e-05 -0.000174362 0.000400009 0.00133143 0.000268086 -0.000133851 -0.000160066 -0.000474882 -6.00132e-05 -0.000172305 0.000405635 -0.000332808 0.000401859 0.000563461 -0.000121031 0.000279932
internal_weight=0 3650 2870 780 96 684 2786 2720 654 2066 1666 400 606 615 471 144 380
internal_count=3731 3650 2870 780 96 684 2786 2720 654 2066 1666 400 606 615 471 144 380
is_linear=0
shrinkage=0.0995203


Tree=4621
num_leaves=36
num_cat=0
split_feature=9 8 27 8 8 0 1 21 3 9 9 0 5 5 26 26 26 6 6 3 9 0 1 5 6 4 7 5 4 1 0 8 9 5 0
split_gain=0.0143948 0.00979705 0.0242217 0.0123978 0.0233109 0.0223708 0.0301421 0.014355 0.00978741 0.0208976 0.00921269 0.0202532 0.0815231 0.0200164 0.0210013 0.0113985 0.0283195 0.0132894 0.0206437 0.0130758 0.0213522 0.00856641 0.0083317 0.0238065 0.0071541 0.00758043 0.010055 0.00792251 0.0112156 0.010259 0.00900345 0.00684985 0.00480933 0.00354514 0.00332231
threshold=1.0000000180025095e-35 -0.077259999999999995 1.0000000180025095e-35 -0.069939999999999988 -0.068099999999999994 -0.077945 -0.076090000000000005 0.089350000000000027 0.087570000000000023 0.088710000000000025 0.084515000000000021 -0.086304999999999993 -0.014739999999999998 -0.011514999999999999 0.084585000000000021 0.089625000000000024 0.090170000000000014 0.085845000000000019 0.082060000000000022 0.085355000000000028 0.08758500000000001 -0.083039999999999989 -0.095674999999999996 0.058505000000000008 0.041585000000000011 0.13881500000000005 1.0000000180025095e-35 -0.46244499999999994 0.10543500000000001 0.10637500000000003 -0.23058999999999999 -0.081915000000000002 -0.089649999999999994 -0.049719999999999993 -0.040384999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 10 3 5 -5 -3 -7 -8 33 -10 11 13 -13 14 -2 17 -17 18 31 -19 -21 -14 -18 -24 25 26 27 28 -1 30 -29 -12 -27 -6 -26
right_child=1 2 -4 4 8 6 7 -9 9 -11 15 12 21 -15 -16 16 22 19 -20 20 -22 -23 23 -25 34 32 -28 29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.00087117236480527098 0 -0.0025251642406825254 -0.0024358480386107322 0.0020469302424504952 0.00010752406177003114 0.0017545351807109499 -0.0025525599909632657 -0.00020784555530383965 -0.0022598450775003043 -0.0001850276002611131 0.00012924421493409861 -0.0041974916011353666 0.0013366900216559337 -0.0010439680656134194 0.0026060962827975384 -0.0024475031235948025 0.0012667895387748623 0.0021921497619370183 -0.0017371405884681387 -0.00012795848847647402 0.0018136487144194016 -0.00051094408030159821 0.00016995656303443914 -0.0021522418242369899 4.1638352661794783e-05 0.00030425105670079826 0.0017672960577286335 0.0017195748318521629 -0.00099353683911556278 0.0019811081617508632 0.00030512916915650002 0.0012624285172077459 -0.0010158604274787854 0.0013373936346152838 -0.0010955579241143318
leaf_weight=52 82 62 53 48 48 49 46 61 52 661 375 59 53 77 49 51 48 62 56 156 87 46 346 50 54 53 60 50 82 48 444 62 55 48 46
leaf_count=52 82 62 53 48 48 49 46 61 52 661 375 59 53 77 49 51 48 62 56 156 87 46 346 50 54 53 60 50 82 48 444 62 55 48 46
internal_value=0 -0.00013077 -0.000357101 -0.000253852 -8.23444e-05 -0.000924326 -0.000282847 -0.00122351 -0.000209692 -0.000337495 2.26249e-05 -0.00041759 -0.00126779 0.0002243 0.00097602 0.000147866 -0.000226274 0.000380971 5.9751e-05 0.000897506 0.000563816 0.000469925 2.70242e-05 -0.000121183 0.000318835 0.000413658 0.000528362 0.000417186 -0.000263809 0.00058706 0.000449949 0.00029189 -0.000360448 0.000730987 -0.000473286
internal_weight=0 2787 1128 1075 857 218 156 107 809 713 1659 366 158 208 131 1293 495 798 493 305 243 99 444 396 944 844 736 676 134 542 494 437 108 96 100
internal_count=3731 2787 1128 1075 857 218 156 107 809 713 1659 366 158 208 131 1293 495 798 493 305 243 99 444 396 944 844 736 676 134 542 494 437 108 96 100
is_linear=0
shrinkage=0.0995203


Tree=4622
num_leaves=17
num_cat=0
split_feature=10 2 18 2 9 29 18 4 4 17 17 9 9 6 7 18
split_gain=0.01425 0.0140898 0.0129599 0.00781181 0.0156025 0.0090235 0.00750315 0.00827219 0.0422507 0.00872258 0.0337031 0.00835647 0.00788754 0.0053453 0.0091949 0.0103506
threshold=0.09056500000000002 -0.011474999999999999 -0.45171999999999995 -0.0043799999999999993 -0.091064999999999993 -0.067879999999999996 -0.26631499999999997 0.079225000000000018 0.086825000000000027 -0.011809999999999999 -0.0094900000000000002 0.094010000000000024 -0.076039999999999983 -0.46637499999999998 -0.073114999999999999 0.10435500000000002
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 -5 -4 9 -9 11 -11 -8 -10 -7 -15 -16
right_child=-2 3 6 5 -6 13 7 8 12 10 -12 -13 -14 14 15 -17
leaf_value=-0.0015152155229970386 0.0012902372448064005 -0.00013286000585943379 0.001046660655617966 -0.00086479018154454355 0.0023909337112298251 -0.00052954204743719895 0.00026710161628465683 -0.0032336569823263124 0.00066964155681889449 -0.0027290659465940628 -0.00013931807230953906 -0.00042342601354984546 -0.00044059628950894023 0.0016215640405751286 0.00048123290008688545 -0.0008067719510737952
leaf_weight=67 81 46 54 69 50 63 906 51 85 52 1195 214 246 58 422 72
leaf_count=67 81 46 54 69 50 63 906 51 85 52 1195 214 246 58 422 72
internal_value=0 -4.42214e-05 -0.000146354 0.000330525 0.00117309 0.000211074 -0.000113342 -0.000136427 -0.00056645 -6.66812e-05 -0.000247967 0.000134431 -0.000153017 0.000333112 0.00043305 0.00029185
internal_weight=0 3650 2870 780 96 684 2803 2749 382 2367 1247 1120 331 615 552 494
internal_count=3731 3650 2870 780 96 684 2803 2749 382 2367 1247 1120 331 615 552 494
is_linear=0
shrinkage=0.0995203


Tree=4623
num_leaves=22
num_cat=0
split_feature=10 18 9 17 18 17 26 21 5 17 18 5 1 18 18 18 9 3 26 8 1
split_gain=0.0115564 0.0103492 0.00747862 0.00813856 0.0106464 0.0102121 0.0158537 0.0140829 0.00855763 0.0120634 0.00804275 0.0187762 0.0070365 0.0183926 0.00887363 0.0146711 0.00666332 0.0408077 0.0108516 0.0039955 0.00305303
threshold=0.09056500000000002 -0.45171999999999995 1.0000000180025095e-35 -0.095109999999999986 -0.16233499999999998 -0.038314999999999995 -0.079869999999999983 0.087785000000000016 0.11286000000000003 -0.24445500000000001 -0.021369999999999997 -0.056974999999999998 -0.15528499999999998 -0.034774999999999993 -0.12881499999999999 -0.20826999999999998 0.084115000000000009 0.086965000000000028 0.089625000000000024 -0.0083949999999999979 -0.013975
decision_type=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 -5 -8 -6 -10 -7 -12 13 -4 15 20 17 -16 -18 -15 -14
right_child=-2 2 12 5 8 10 7 -9 9 -11 11 -13 14 19 16 -17 18 -19 -20 -21 -22
leaf_value=-0.0012213732786960484 0.001161832653833081 0.00083296347180164391 -0.0021197103196090102 -0.00016109496832891916 -0.0017126230314685842 -0.0010663265885754675 0.0030195307077745923 0.0007431748218267156 -0.0011985711513823616 0.00091443090978686632 1.8106447834700905e-05 0.0017082174481153798 -0.00060816875537688449 0.00066401908967498669 0.00011708311924994362 0.0020543878846277842 0.00016083870434341487 -0.0027447100424100005 -0.00029580099573913679 -0.00058888969666364419 0.00051920022797986604
leaf_weight=72 81 60 60 66 56 47 50 61 56 51 400 78 47 54 203 51 1135 65 943 47 48
leaf_count=72 81 60 60 66 56 47 50 61 56 51 400 78 47 54 203 51 1135 65 943 47 48
internal_value=0 -3.98875e-05 -1.58837e-05 0.000227513 -0.000294146 0.000394392 0.00104903 0.00177594 -0.000714055 -0.000183789 0.000172126 0.000295611 -0.000101055 -0.000739152 -5.95016e-05 0.000692545 -0.000106653 -0.000573954 -4.59912e-05 7.28771e-05 -2.99337e-05
internal_weight=0 3650 3578 925 223 702 177 111 163 107 525 478 2653 161 2492 146 2346 268 2078 101 95
internal_count=3731 3650 3578 925 223 702 177 111 163 107 525 478 2653 161 2492 146 2346 268 2078 101 95
is_linear=0
shrinkage=0.0995203


Tree=4624
num_leaves=15
num_cat=0
split_feature=7 1 2 19 3 8 26 2 1 3 19 5 0 0
split_gain=0.0187684 0.0159585 0.0161893 0.0113144 0.0108501 0.00980766 0.0123013 0.0126508 0.0118911 0.0104015 0.00990538 0.00864172 0.00840617 0.00745132
threshold=0.10781500000000002 0.50996500000000011 -0.021165 -0.10411999999999999 0.12212000000000002 -0.0077949999999999998 -0.01278 -0.0083149999999999995 0.40780000000000011 0.087745000000000031 0.13265500000000005 0.5124350000000002 0.0047200000000000011 -0.105055
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 -5 9 -7 -8 12 13 -6
right_child=-2 2 -4 4 11 8 10 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0013189302646612543 -0.0019331096916861753 0.0024636685168902138 0.00023677956574285426 0.00030954636222785335 0.00081609540471236591 -0.00094524150212988301 -0.00010607516674515234 0.0021569529689790456 -0.0017637946273384095 -5.5497623028085659e-05 0.0013242643537010618 0.0015873681385259937 0.0014182112697491945 -0.00032034465381463174
leaf_weight=62 49 52 88 175 83 179 2122 47 60 485 49 58 52 183
leaf_count=62 49 52 88 175 83 179 2122 47 60 485 49 58 52 183
internal_value=0 2.74715e-05 0.00106976 -1.33447e-05 -3.72267e-05 -9.8363e-05 -9.18969e-07 0.000704352 -0.000419309 -0.000296586 -7.3415e-05 0.000467409 0.000260566 3.11814e-05
internal_weight=0 3695 140 3555 3493 3117 2393 222 724 664 2171 376 318 266
internal_count=3744 3695 140 3555 3493 3117 2393 222 724 664 2171 376 318 266
is_linear=0
shrinkage=0.0995203


Tree=4625
num_leaves=18
num_cat=0
split_feature=26 1 5 3 3 6 19 0 0 18 26 0 5 3 3 1 22
split_gain=0.0165538 0.0130731 0.0125095 0.0121482 0.00982015 0.0145301 0.010041 0.00862531 0.0137076 0.00701327 0.019362 0.0064137 0.010768 0.0160488 0.00726164 0.0116996 0.00338893
threshold=0.5128250000000002 0.50996500000000011 -0.49053999999999998 0.11523000000000001 0.11404500000000002 -0.26746999999999993 0.13265500000000005 0.15238000000000004 0.12346000000000003 -0.40801999999999999 0.093835000000000016 -0.059114999999999994 -0.46244499999999994 0.12131500000000002 0.12168500000000003 -0.061135000000000002 0.098480000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 7 8 -7 10 -6 12 16 -14 -13 -16 -11
right_child=-2 2 3 -5 9 6 -8 -9 -10 11 -12 14 13 -15 15 -17 -18
leaf_value=-0.001823102200106588 -0.001744621402010212 0.0022411468309822087 0.0014906302418408192 -0.00066609866041748757 0.0025666404832761823 -7.3954031776812549e-05 0.0011937200743802579 0.0012082361058927047 -0.0014953107801216597 -0.00095912502680787365 -0.00015566879720975053 -0.0011356421687101306 0.0022048692492778244 0.00025139189662544051 0.0010995603276085556 -0.00062023097539326067 0.00023837516610912982
leaf_weight=47 53 49 47 57 48 2715 62 50 69 46 55 60 66 116 71 87 46
leaf_count=47 53 49 47 57 48 2715 62 50 69 46 55 60 66 116 71 87 46
internal_value=0 2.67729e-05 0.000927505 0.000300706 -1.19477e-05 -8.67227e-05 -5.82598e-05 -8.59385e-05 -0.000109476 0.00035653 0.00110503 0.000198168 0.000519515 0.000964294 -0.000201972 0.000147406 -0.000351477
internal_weight=0 3691 153 104 3538 2943 2896 2834 2784 595 103 492 274 182 218 158 92
internal_count=3744 3691 153 104 3538 2943 2896 2834 2784 595 103 492 274 182 218 158 92
is_linear=0
shrinkage=0.0995203


Tree=4626
num_leaves=9
num_cat=0
split_feature=7 1 5 10 5 0 0 19
split_gain=0.0148287 0.0102563 0.0101717 0.00868287 0.0159394 0.00750085 0.010743 0.00877679
threshold=0.10781500000000002 0.50996500000000011 -0.49053999999999998 0.090150000000000022 0.62720500000000012 0.15238000000000004 0.11291000000000002 -0.071824999999999986
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.0013190456136281507 -0.0017183628940780496 0.0020181074086430945 0.00022727025005278136 -0.0010979969767512471 0.001458769113869833 0.0010246745987269228 -0.0014866306164116963 -3.639235768334775e-05
leaf_weight=48 49 49 91 71 74 67 50 3245
leaf_count=48 49 49 91 71 74 67 50 3245
internal_value=0 2.4336e-05 0.000859911 -8.33967e-06 1.36314e-05 -1.74893e-05 -3.86212e-05 -1.63864e-05
internal_weight=0 3695 140 3555 3484 3410 3343 3293
internal_count=3744 3695 140 3555 3484 3410 3343 3293
is_linear=0
shrinkage=0.0995203


Tree=4627
num_leaves=23
num_cat=0
split_feature=24 26 10 5 5 18 5 9 9 8 5 17 17 9 8 9 17 5 5 8 26 5
split_gain=0.013456 0.00832347 0.0101789 0.00868118 0.00759845 0.0162429 0.0156936 0.0139393 0.0125113 0.00761132 0.0165 0.00742961 0.0111182 0.0232242 0.00749555 0.0070381 0.0123122 0.0153678 0.0115908 0.0175223 0.00918003 0.00575293
threshold=-0.071649999999999991 -0.01278 0.090005000000000016 0.0047850000000000011 -0.0031649999999999998 -0.14343999999999998 -0.010074999999999999 0.10125500000000003 0.088995000000000019 -0.01187 0.073820000000000011 -0.14763999999999997 -0.067015000000000005 0.084235000000000018 -0.11187999999999999 0.095415000000000014 -0.54752499999999993 0.41276000000000007 0.51390500000000017 -0.073999999999999996 0.096535000000000024 -0.41880499999999998
decision_type=2 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 6 -6 7 8 21 -7 -11 -3 13 -13 -14 16 17 -5 19 -17 -18 -2
right_child=1 2 -4 15 5 9 -8 -9 -10 10 -12 12 14 -15 -16 18 20 -19 -20 -21 -22 -23
leaf_value=-0.0016902194570631729 -0.00014624290182555766 0.00079456753487589925 -0.0015165484961214316 5.1108839407735092e-05 0.0010620738462517453 0.00026291606115505945 0.0021859374498035878 0.0015235112522276244 -0.00097467544953247639 -0.0025582701801512698 -6.2843492572858567e-05 -0.0017964627941908522 0.00047587243609976878 -3.8594441835248188e-05 -0.00014916188739094521 0.0017836630822621301 0.00044582745271019522 -0.0022191059265380978 0.0018847255658956327 -0.00033485770644231939 -0.00085467155676982945 0.0009261903353492292
leaf_weight=46 85 82 46 75 80 56 54 80 85 47 61 121 217 196 1510 55 434 48 61 129 61 115
leaf_count=46 85 82 46 75 80 56 54 80 85 47 61 121 217 196 1510 55 434 48 61 129 61 115
internal_value=0 2.24402e-05 -4.71071e-05 -2.42189e-05 0.00034204 -9.65753e-05 0.000599416 0.000362455 3.36722e-05 -0.000666762 -0.0011564 -0.000132527 -0.00017012 -0.000712161 -7.01514e-05 0.000241649 6.12483e-05 -0.000828174 0.00069336 0.000293947 0.00028391 0.000466313
internal_weight=0 3698 3035 2989 663 244 419 365 285 164 108 2126 2044 317 1727 863 618 123 245 184 495 200
internal_count=3744 3698 3035 2989 663 244 419 365 285 164 108 2126 2044 317 1727 863 618 123 245 184 495 200
is_linear=0
shrinkage=0.0995203


Tree=4628
num_leaves=21
num_cat=0
split_feature=10 0 0 9 0 11 2 2 6 2 0 0 0 4 4 4 5 5 22 5
split_gain=0.0125153 0.0109667 0.0327352 0.0312844 0.0154998 0.00944764 0.0100571 0.0172571 0.0161199 0.0123891 0.0124389 0.00833113 0.00823936 0.0106691 0.0232769 0.0119189 0.0116497 0.0108229 0.00770128 0.00536944
threshold=0.09056500000000002 -0.087394999999999987 -0.088694999999999982 0.085495000000000029 -0.086775000000000005 -0.08577499999999999 -0.083534999999999984 -0.082594999999999988 0.086655000000000024 -0.084385000000000002 -0.085684999999999997 -0.040384999999999997 -0.233955 0.079660000000000022 0.088720000000000021 0.095805000000000015 -0.0083599999999999994 -0.072535000000000002 0.076675000000000021 -0.0018599999999999999
decision_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 -3 11 9 8 -8 10 -7 -6 -1 16 -15 -16 17 -14 -9 -18
right_child=-2 4 3 -5 5 6 7 18 -10 -11 -12 -13 13 14 15 -17 19 -19 -20 -21
leaf_value=0.00086686731433914684 0.0012095234248191273 0.0014965142146449466 -0.00033943974622103546 -0.0034350533772253109 2.1949201412894736e-09 -0.001455474574987887 0.00019242602271699098 0.00011870958273199664 0.0026803345621889707 -0.0014232851937116704 7.6034015442985958e-05 -0.0017835845221652333 0.00021789058077055978 -0.0020219067835318678 0.0012127829508255697 -0.00041853109543305548 0.0018368663150115231 -0.0007287423934605313 0.0012760022577613765 0.0004506824971461921
leaf_weight=85 85 78 73 59 52 57 50 1209 55 71 664 50 359 84 52 297 46 179 60 75
leaf_count=85 85 78 73 59 52 57 50 1209 55 71 664 50 359 84 52 297 46 179 60 75
internal_value=0 -1.1911e-05 -0.000242895 -0.00172929 0.000116622 6.88047e-05 0.000113217 0.000276256 0.00150341 -0.000168597 -4.39069e-05 -0.00086628 -7.5501e-05 -0.000149604 -0.00053367 -0.000173124 0.000101508 -9.55457e-05 0.000174073 0.000984427
internal_weight=0 3655 1309 132 2346 2268 2166 1374 105 792 721 102 1177 1092 433 349 659 538 1269 121
internal_count=3740 3655 1309 132 2346 2268 2166 1374 105 792 721 102 1177 1092 433 349 659 538 1269 121
is_linear=0
shrinkage=0.0995203


Tree=4629
num_leaves=18
num_cat=0
split_feature=30 0 0 20 0 23 10 17 18 3 5 18 0 17 5 17 0
split_gain=0.0109888 0.0106659 0.0267738 0.0247721 0.011464 0.0113701 0.00836044 0.00867396 0.00772263 0.0131745 0.0283139 0.0140588 0.0100689 0.00775046 0.0120942 0.00744195 0.00669988
threshold=0.12577500000000003 -0.087394999999999987 -0.088694999999999982 -0.010459999999999999 -0.086775000000000005 -0.066844999999999988 0.09056500000000002 0.51544000000000012 0.077940000000000023 0.10871500000000002 -0.052494999999999993 0.088635000000000019 -0.233955 -0.092649999999999996 -0.072535000000000002 -0.40451500000000001 -0.085754999999999984
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 -3 -6 7 16 12 10 11 -10 -1 15 -15 -14 -7
right_child=-2 4 3 -5 5 6 -8 -9 9 -11 -12 -13 13 14 -16 -17 -18
leaf_value=0.0012172054795933484 -0.0015141468095503598 0.001347580748158792 -0.0031768772672628332 -0.00039708320959539693 0.0016691202007967272 -0.00071008467110616179 0.0014012859717693837 0.0011180855195241912 -0.0021651550599528983 -0.0020085850524588084 0.0020133904559245294 -0.00023496936932135122 -0.00014566696729621966 0.00021286330211105949 -0.00063423539990032729 0.0014646516361991302 6.4448191904945145e-05
leaf_weight=74 46 78 54 79 46 117 47 74 49 47 47 163 49 423 275 65 2007
leaf_count=74 46 78 54 79 46 117 47 74 49 47 47 163 49 423 275 65 2007
internal_value=0 3.34147e-05 -0.000192423 -0.00153188 0.000160073 0.000119286 8.71649e-05 5.86924e-05 -4.22839e-05 -0.000473809 -0.000192136 -0.000684959 0.000105829 3.5376e-06 -0.000119706 0.000765316 2.13978e-05
internal_weight=0 3694 1325 133 2369 2291 2245 2198 1192 306 259 212 886 812 698 114 2124
internal_count=3740 3694 1325 133 2369 2291 2245 2198 1192 306 259 212 886 812 698 114 2124
is_linear=0
shrinkage=0.0995203


Tree=4630
num_leaves=14
num_cat=0
split_feature=30 7 10 26 5 5 3 17 26 26 26 2 6
split_gain=0.00891061 0.00976118 0.00720556 0.00844518 0.0198259 0.0226116 0.020547 0.0459253 0.0141551 0.0106322 0.0103192 0.00962242 0.00757719
threshold=0.12577500000000003 0.093110000000000012 0.09056500000000002 0.091195000000000012 -0.082635 -0.09583499999999999 0.092735000000000026 -0.041415 0.090625000000000025 0.09032500000000003 0.087745000000000031 -0.072624999999999981 -0.085064999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 12 7 -6 9 10 -1 -8 -5
right_child=-2 -3 -4 4 6 -7 11 -9 -10 -11 -12 -13 -14
leaf_value=-1.1398303774263034e-05 -0.0013634584399261874 0.0011941797047033801 0.0010223102016264267 0.00056430858433731803 -0.00044280233559958475 -0.0022979268525180089 0.00051612389020670366 0.0024119919151908051 -0.0016329659530313434 0.0014254811810206387 -0.00057155432055497519 -0.00031882729854873114 -0.00075962277570711253
leaf_weight=2050 46 70 68 98 93 57 303 138 59 46 388 248 76
leaf_count=2050 46 70 68 98 93 57 303 138 59 46 388 248 76
internal_value=0 3.00893e-05 7.37816e-06 -1.17998e-05 0.00023094 -0.000577537 0.000470808 0.00125912 -0.000108817 -7.22856e-05 -0.000100881 0.000138834 -9.25559e-06
internal_weight=0 3694 3624 3556 1013 231 782 231 2543 2484 2438 551 174
internal_count=3740 3694 3624 3556 1013 231 782 231 2543 2484 2438 551 174
is_linear=0
shrinkage=0.0995203


Tree=4631
num_leaves=18
num_cat=0
split_feature=22 1 1 2 2 5 2 5 17 1 6 17 22 6 17 20 17
split_gain=0.00888841 0.00957057 0.0168951 0.0132136 0.0243775 0.0529907 0.0181643 0.0152414 0.00797264 0.00930238 0.00925173 0.0161726 0.0132351 0.0112839 0.0172759 0.0103984 0.00635019
threshold=0.12975500000000004 0.0015850000000000003 0.0043150000000000011 -0.095204999999999998 -0.080555000000000002 -0.16183 -0.078914999999999999 -0.46834999999999999 0.51362000000000008 1.0000000180025095e-35 -0.097455 -0.082354999999999998 0.086900000000000019 -0.088734999999999994 -0.085229999999999986 0.0050750000000000005 0.22924500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 7 5 -5 -6 -4 9 10 11 -1 -13 14 -12 -15 -8
right_child=-2 2 3 4 6 -7 16 -9 -10 -11 13 12 -14 15 -16 -17 -18
leaf_value=0.00061342000597862693 0.0011474492690313307 -0.0020439346409995393 -0.00042890315818639482 0.00065137884466991494 0.0018033152290427674 -0.0033494764306858955 -0.0003250436179379093 0.0017232324880679063 0.0010805983862726613 0.0014083347608613267 -0.00050238418749968703 -0.0027005374680565994 -0.00032907472131891009 -9.9877828199740667e-07 0.001890097023363273 0.0014367019735040058 0.00055206967870161789
leaf_weight=56 67 50 58 59 47 73 646 73 79 50 47 47 48 2116 80 51 93
leaf_count=56 67 50 58 59 47 73 646 73 79 50 47 47 48 2116 80 51 93
internal_value=0 -9.10192e-06 -0.000255158 -0.000169117 -0.000303184 -0.00155501 -9.19116e-05 0.00076413 9.56367e-05 6.41214e-05 3.62976e-05 -0.000717678 -0.00151094 8.6284e-05 0.000998245 3.24595e-05 -0.000213555
internal_weight=0 3673 1099 1049 918 132 786 131 2574 2495 2445 151 95 2294 127 2167 739
internal_count=3740 3673 1099 1049 918 132 786 131 2574 2495 2445 151 95 2294 127 2167 739
is_linear=0
shrinkage=0.0995203


Tree=4632
num_leaves=14
num_cat=0
split_feature=10 1 17 4 3 3 4 5 27 4 23 38 27
split_gain=0.0384708 0.0145173 0.0212876 0.0194397 0.0283332 0.0104968 0.0262715 0.00785608 0.0077569 0.0288706 0.00818787 0.0057689 0.00704159
threshold=0.090150000000000022 -0.50158499999999984 -0.55754499999999996 0.085720000000000018 0.10457000000000002 0.083255000000000023 0.079355000000000023 0.51797000000000015 0.077515000000000014 0.08167000000000002 -1.0000000180025095e-35 -0.077195 0.085775000000000032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -4 8 10 -10 -7 -8 -13
right_child=-2 2 5 4 -6 7 11 -9 9 -11 -12 12 -14
leaf_value=-0.0022595423141104575 -0.0020990286387150801 0.0019762831595630387 -0.0021300197999215903 0.001380324610875549 -0.0018266945188231587 0.0012603823462254999 -0.00062626891986417303 -0.0010282051013562736 0.0028487633348760755 0.00010406067025925729 2.2446517861822006e-05 0.0011434855543995496 -0.00044140796363622723
leaf_weight=64 88 56 77 60 50 54 75 63 47 201 2768 68 46
leaf_count=64 88 56 77 60 50 54 75 63 47 201 2768 68 46
internal_value=0 6.67959e-06 5.15731e-05 -0.000880035 -6.99695e-05 1.96218e-05 -0.000580256 7.08143e-05 9.36341e-05 0.000627527 4.6425e-05 4.6798e-05 0.000496786
internal_weight=0 3629 3455 174 110 3399 266 3133 3070 248 2822 189 114
internal_count=3717 3629 3455 174 110 3399 266 3133 3070 248 2822 189 114
is_linear=0
shrinkage=0.0995203


Tree=4633
num_leaves=19
num_cat=0
split_feature=10 28 1 3 6 18 10 0 3 8 3 26 2 18 18 3 26 22
split_gain=0.0311952 0.0170657 0.0128026 0.0284822 0.0280353 0.00925429 0.0211024 0.00616297 0.0107689 0.0156915 0.0127749 0.0119478 0.00934595 0.0161174 0.0216994 0.00700971 0.0062063 0.00538441
threshold=0.090150000000000022 0.079615000000000019 -0.096749999999999989 0.087625000000000022 0.082725000000000021 -0.120155 0.082245000000000026 -0.063914999999999986 0.11404500000000002 -0.409445 0.11165000000000001 0.091765000000000027 -0.032624999999999994 0.022040000000000008 -0.034774999999999993 0.10960500000000002 -0.051374999999999997 0.079365000000000019
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 -5 17 8 10 -10 15 -11 13 14 -9 -4 -14 -7
right_child=-2 -3 7 5 -6 6 -8 12 9 11 -12 -13 16 -15 -16 -17 -18 -19
leaf_value=-0.0027043230924749173 -0.0018901328530547016 0.0015230908342447282 3.9471084855350904e-05 -0.0010927071484937456 -9.8528145718337535e-06 -0.00035805082948974171 0.0021311708134963332 -0.00019591366179312256 -0.00066682152723864722 0.0014899459198087323 -0.0014561834985474605 5.5444976457916118e-05 -0.0019249740709721506 -0.001201295452238138 0.0023825444358418929 0.0012682485441149378 -0.00040189420459289799 0.00083479762338050712
leaf_weight=93 88 72 2280 62 66 198 49 102 71 169 56 89 50 72 47 47 60 46
leaf_count=93 88 72 2280 62 66 198 49 102 71 169 56 89 50 72 47 47 60 46
internal_value=0 6.01484e-06 -2.44634e-05 -0.000484017 -0.00159101 9.48619e-06 0.000245509 5.28919e-05 0.000102605 0.000636447 2.85587e-05 0.000998272 -0.000351953 1.74928e-05 0.000611932 6.46414e-05 -0.00110165 -0.000129814
internal_weight=0 3629 3557 514 159 355 293 3043 2712 329 2383 258 331 221 149 2327 110 244
internal_count=3717 3629 3557 514 159 355 293 3043 2712 329 2383 258 331 221 149 2327 110 244
is_linear=0
shrinkage=0.0995203


Tree=4634
num_leaves=14
num_cat=0
split_feature=10 18 17 26 0 21 18 8 21 5 3 3 0
split_gain=0.0252936 0.0107353 0.00953589 0.00812966 0.022397 0.0142148 0.0107852 0.00737396 0.0138458 0.0152033 0.00717484 0.0240328 0.0078901
threshold=0.090150000000000022 0.31227500000000008 0.53699500000000022 -0.126245 -0.059114999999999994 0.10068500000000002 -0.030229999999999996 -0.081415000000000001 -0.076335 -0.0078499999999999976 0.085035000000000013 0.084290000000000018 -0.082494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 10 -9 -10 11 -5 -12
right_child=-2 -3 -4 7 -6 -7 -8 8 9 -11 12 -13 -14
leaf_value=0.00045329258972033143 -0.0017020263594693648 -0.0014140237612353509 -0.001034155723602136 0.00033128538002608282 0.0024665018144053694 0.0012894378902762074 -0.00158957837153456 0.0010669713103913553 -0.00050992168813835173 0.00010392770867428859 0.00045362064953853907 -0.0013626619145755939 -9.3154446134385656e-05
leaf_weight=47 88 52 82 258 51 60 55 90 793 802 841 122 376
leaf_count=47 88 52 82 258 51 60 55 90 793 802 841 122 376
internal_value=0 5.34889e-06 2.62116e-05 5.13243e-05 0.000647204 6.94088e-05 -0.00064023 1.24026e-05 -0.000132554 -0.000200752 0.000165859 -0.000210407 0.000284018
internal_weight=0 3629 3577 3495 213 162 102 3282 1685 1595 1597 380 1217
internal_count=3717 3629 3577 3495 213 162 102 3282 1685 1595 1597 380 1217
is_linear=0
shrinkage=0.0995203


Tree=4635
num_leaves=12
num_cat=0
split_feature=10 1 17 17 3 1 0 0 1 4 5
split_gain=0.0205102 0.0100705 0.0200828 0.0159645 0.00801748 0.0396463 0.00906254 0.0181328 0.00833406 0.00766451 0.00520793
threshold=0.090150000000000022 -0.49837999999999999 -0.55754499999999996 -0.56137499999999996 0.081685000000000021 -0.093734999999999999 0.076335000000000014 -0.014889999999999999 -0.14482999999999999 0.085720000000000018 -0.41880499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4 7 8 -6 -5 -7
right_child=-2 2 4 9 6 10 -8 -9 -10 -11 -12
leaf_value=-0.0021510056603958713 -0.0015326404288787522 0.0020649988950250135 -0.0031296998066220713 -0.00095622274789800043 0.0010225293398803772 -0.000407450586780617 -0.0010893049239506581 0.001738113271013503 1.6837318619984266e-05 0.00057192793285693771 0.00068559676819730624
leaf_weight=54 88 48 47 59 84 87 67 64 2962 72 85
leaf_count=54 88 48 47 59 84 87 67 64 2962 72 85
internal_value=0 4.81656e-06 4.34642e-05 -0.000710231 1.46502e-05 -0.000567436 5.50328e-05 7.99489e-05 4.48402e-05 -0.000110074 0.000127959
internal_weight=0 3629 3444 185 3396 219 3177 3110 3046 131 172
internal_count=3717 3629 3444 185 3396 219 3177 3110 3046 131 172
is_linear=0
shrinkage=0.0995203


Tree=4636
num_leaves=17
num_cat=0
split_feature=20 10 0 10 20 6 18 9 9 17 26 26 19 2 17 2
split_gain=0.0318152 0.0189509 0.0151422 0.0123268 0.0112464 0.0120654 0.0181672 0.0383955 0.0139706 0.010526 0.0100106 0.00847329 0.00839331 0.00836287 0.00828411 0.000427584
threshold=-0.41270499999999993 0.09056500000000002 -0.091935000000000003 0.086030000000000023 -0.097019999999999995 -0.095814999999999997 0.077940000000000023 0.082690000000000027 0.089645000000000016 -0.049834999999999997 0.082250000000000031 -0.23033499999999998 -0.050215000000000003 -0.10018999999999999 -0.087770000000000001 -0.0083149999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 11 15 9 8 -8 -7 -6 -11 14 -13 -14 -4 -2
right_child=1 -3 3 -5 5 6 7 -9 -10 10 -12 12 13 -15 -16 -17
leaf_value=0.0026148466947569556 0.00043595047664944008 0.0014957315390153006 0.001993112222848429 -0.0015129447407335706 0.00087611624748441287 -5.8486971505464321e-05 -0.0032995002391297307 -0.00020118150252643852 -0.0018828891551563233 -0.0006849196425709128 0.00048183310301706269 -0.0010120570388521528 0.00081323512735546357 7.3991060153096131e-05 0.00011499415010848381 0.00091541253501944357
leaf_weight=47 47 83 47 46 89 253 76 84 50 244 103 66 163 2239 48 46
leaf_count=47 47 83 47 46 89 253 76 84 50 244 103 66 163 2239 48 46
internal_value=0 8.81402e-06 -2.52309e-05 0.000100363 -0.000356373 -0.000464691 -0.000818702 -0.001678 -0.000362245 -8.68806e-05 -0.000336233 0.000129637 9.37713e-05 0.000124497 0.00105279 0.000681907
internal_weight=0 3684 3601 2609 992 899 463 160 303 436 347 2563 2468 2402 95 93
internal_count=3731 3684 3601 2609 992 899 463 160 303 436 347 2563 2468 2402 95 93
is_linear=0
shrinkage=0.0995203


Tree=4637
num_leaves=20
num_cat=0
split_feature=20 10 0 17 20 20 2 2 20 18 18 21 0 18 0 18 8 6 8
split_gain=0.0257967 0.0153657 0.0122805 0.0107721 0.0123248 0.00914319 0.010257 0.0400971 0.0164034 0.00720057 0.0317736 0.00762807 0.0169298 0.0101977 0.00741096 0.00681898 0.0064022 0.0119518 0.00338138
threshold=-0.41270499999999993 0.09056500000000002 -0.091935000000000003 -0.54752499999999993 -0.078104999999999994 -0.097019999999999995 -0.081134999999999999 -0.079739999999999991 -0.084474999999999995 -0.097059999999999994 -0.10726999999999999 0.085855000000000029 -0.086304999999999993 -0.086064999999999989 -0.067839999999999998 -0.060544999999999995 -0.022279999999999998 -0.092919999999999989 -0.091754999999999989
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 -4 18 16 -8 -9 10 14 13 -13 -11 -5 -6 17 -7 -2
right_child=1 -3 3 9 15 6 7 8 -10 11 -12 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0023546166625784772 0 0.0013468760686015731 0.00041369771319024181 -0.00035867500459203333 -0.00055069126637611709 0.0016615532328363674 -0.0032781490044027353 -0.0022023192019175923 -0.00024293801259001331 -0.00064493942241288643 0.0027772487544305085 0.001340706545973901 4.459193468012714e-06 7.0250786428833947e-05 0.00060417818443644076 -0.0022844630489574093 -0.00062619157762122245 -0.00011063365628891839 0.0012086196100179105
leaf_weight=47 46 83 57 145 46 56 52 46 556 229 54 140 289 1429 173 47 76 113 47
leaf_count=47 46 83 57 145 46 56 52 46 556 229 54 140 289 1429 173 47 76 113 47
internal_value=0 7.95896e-06 -2.26746e-05 9.0406e-05 -0.000727472 -0.000320906 -0.000418627 -0.000624589 -0.000394018 0.00014063 0.000544319 6.82815e-05 0.000442439 -2.80363e-05 0.000162567 -0.0014357 0.000127827 0.000471756 0.000614919
internal_weight=0 3684 3601 2609 150 992 899 654 602 2459 372 2087 429 1658 318 93 245 169 93
internal_count=3731 3684 3601 2609 150 992 899 654 602 2459 372 2087 429 1658 318 93 245 169 93
is_linear=0
shrinkage=0.0995203


Tree=4638
num_leaves=18
num_cat=0
split_feature=6 10 18 17 17 17 9 6 9 8 6 6 8 5 9 6 20
split_gain=0.0222278 0.0123207 0.0102231 0.0261173 0.0302867 0.0192862 0.00923944 0.0204071 0.0183768 0.0318106 0.0259811 0.0104124 0.00743782 0.0140596 0.010901 0.0102989 0.00464133
threshold=0.23153500000000005 0.09056500000000002 -0.074709999999999985 0.021725000000000005 0.12439000000000001 -0.56005499999999986 0.094835000000000017 0.11816500000000002 0.11296000000000002 0.068430000000000019 -0.10754999999999999 0.10681500000000003 -0.086404999999999996 -0.012464999999999999 0.083325000000000024 -0.088444999999999982 -0.083824999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -5 -4 7 11 9 -8 -10 -7 14 16 -1 -15 -14
right_child=-2 -3 5 4 -6 6 8 -9 10 -11 -12 -13 13 15 -16 -17 -18
leaf_value=-6.1957741646721429e-05 0.0019181604121394696 0.0012164353165034455 -0.0020120716948957848 0.0035003772815739983 0.00041292052872004685 -0.00017688173261671362 0.00033124184846448375 -0.0021749726794586342 -0.0023556952977266507 0.0031452796969451283 0.00024596204450236454 0.0012107696787543372 -0.00046197355441000403 -0.0010806968965150518 0.0019567545310945609 0.00021519864320270949 -0.0018752178473786787
leaf_weight=59 61 81 53 49 90 1884 266 50 53 47 133 55 47 67 47 640 49
leaf_count=59 61 81 53 49 90 1884 266 50 53 47 133 55 47 67 47 640 49
internal_value=0 2.45366e-06 -2.47166e-05 0.000236543 0.00150719 -0.000132791 -9.24295e-05 -0.000188739 0.000289816 0.000756413 -0.00049097 -0.000137099 4.134e-05 -6.11417e-05 0.000825409 9.12331e-05 -0.00119184
internal_weight=0 3670 3589 1048 139 2541 2488 1989 499 313 186 1939 909 803 106 707 96
internal_count=3731 3670 3589 1048 139 2541 2488 1989 499 313 186 1939 909 803 106 707 96
is_linear=0
shrinkage=0.0995203


Tree=4639
num_leaves=22
num_cat=0
split_feature=6 0 10 10 3 2 36 26 26 6 6 0 17 3 3 21 5 2 21 4 0
split_gain=0.0180232 0.01143 0.0109827 0.00927376 0.00933149 0.026393 0.0089877 0.00735241 0.00829835 0.00724686 0.0216867 0.0118476 0.0163966 0.00760404 0.0115447 0.00715518 0.00887868 0.00793046 0.0168624 0.0076281 0.00194819
threshold=0.23153500000000005 -0.091935000000000003 0.09056500000000002 0.086030000000000023 0.081685000000000021 -0.032624999999999994 0.087020000000000028 -0.23033499999999998 -0.089654999999999999 -0.091704999999999995 -0.07990499999999999 -0.105055 -1.0000000180025095e-35 0.10726500000000001 0.094970000000000013 0.12162000000000002 -0.45822499999999994 0.09556000000000002 0.096665000000000015 0.11198000000000002 -0.14909499999999998
decision_type=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 -3 -7 -6 -9 15 -11 13 -13 14 -12 16 19 18 -18 -1 -15
right_child=-2 2 -4 -5 7 6 -8 8 -10 10 11 12 -14 20 -16 -17 17 -19 -20 -21 -22
leaf_value=0.00010151874033452727 0.0017272648948180591 0.0028242795311716343 0.0015441326556756181 -0.0013169563244606142 0.00094244701951024217 -0.00099759465512061496 0.00085558937828372121 -0.00092791953671551354 6.2594092601594677e-05 -0.0020663513086819772 0.00017933714217897327 -0.00251013962495855 6.2022255991798638e-05 0.0012659690904683117 -0.0016038001302652498 -0.0012186654305477529 -0.00039417476209282159 0.0013852666590117018 0.0011983214813443407 -0.0012654963926321196 0.00032433476250694757
leaf_weight=83 61 47 52 46 90 49 55 87 2227 80 133 48 49 47 49 47 200 60 98 77 46
leaf_count=83 61 47 52 46 90 49 55 87 2227 80 133 48 49 47 49 47 200 60 98 77 46
internal_value=0 2.20947e-06 0.000111172 8.22087e-05 0.00010772 0.000866997 -9.67406e-06 5.96873e-05 2.49997e-05 -0.00028123 -0.000578392 -0.0002562 -0.00120236 7.45608e-05 -0.000296241 -4.20518e-05 6.31263e-05 0.000339991 0.000126785 -0.000551241 0.000809017
internal_weight=0 3670 2653 2601 2555 151 104 2404 2314 1017 452 372 97 275 182 565 518 358 298 160 93
internal_count=3731 3670 2653 2601 2555 151 104 2404 2314 1017 452 372 97 275 182 565 518 358 298 160 93
is_linear=0
shrinkage=0.0995203


Tree=4640
num_leaves=17
num_cat=0
split_feature=17 26 26 18 6 17 2 6 17 6 10 9 9 9 6 5
split_gain=0.00978848 0.00618213 0.00668797 0.00663274 0.00712904 0.0114083 0.0162865 0.0127319 0.0169879 0.00695247 0.00610294 0.00629479 0.0201702 0.00990123 0.0109065 0.00807013
threshold=-0.56368999999999991 0.095245000000000024 0.093835000000000016 -0.081614999999999993 0.12080000000000003 0.063160000000000022 -0.070354999999999987 0.098855000000000012 0.026115000000000006 -0.050699999999999995 0.09056500000000002 0.09833500000000002 0.095055000000000014 0.10312000000000003 -0.042294999999999992 0.41370500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 9 5 7 -7 8 -5 -3 11 12 15 -13 -15 -2
right_child=1 3 -4 4 -6 6 -8 -9 -10 -11 -12 13 -14 14 -16 -17
leaf_value=0.0011196844358655742 -9.1407819237589572e-06 0.00029072414007416203 -0.0009135081999031942 -8.5519741533042265e-05 -0.00075965781457751379 0.0018827537608698589 -0.00010767380613398621 -0.0012876374936265816 0.0017329490919464775 0.0019049255535178336 0.00089097964975717739 -0.0018146452259708849 0.0015471667178669967 -0.0008083174398719877 0.00091745935520813333 -0.0011250910447392624
leaf_weight=84 2400 62 83 280 73 90 73 64 62 48 73 48 82 99 57 66
leaf_count=84 2400 62 83 280 73 90 73 64 62 48 73 48 82 99 57 66
internal_value=0 3.25928e-05 -3.29284e-05 0.000287053 0.000163186 0.000283021 0.000986313 0 0.000241751 0.00100255 -6.7667e-06 -3.08779e-05 1.13958e-05 -0.000562898 -0.000172497 -3.93401e-05
internal_weight=0 3660 2908 752 642 569 163 406 342 110 2825 2752 2548 204 156 2466
internal_count=3744 3660 2908 752 642 569 163 406 342 110 2825 2752 2548 204 156 2466
is_linear=0
shrinkage=0.0995203


Tree=4641
num_leaves=18
num_cat=0
split_feature=17 20 0 3 17 20 4 9 9 9 17 18 9 8 26 8 2
split_gain=0.00793737 0.00543124 0.00596459 0.0153198 0.0125302 0.0240909 0.00883055 0.00730157 0.0143654 0.00929232 0.00977681 0.0340292 0.0118111 0.00703356 0.0128817 0.00977958 0.00265697
threshold=-0.56368999999999991 -0.23803499999999997 -0.15137999999999999 0.086605000000000029 -0.065004999999999993 -0.048779999999999997 0.10575500000000003 0.094835000000000017 0.095785000000000023 0.094010000000000024 0.043850000000000007 -0.082304999999999989 0.09271500000000002 -0.051259999999999993 0.11081000000000002 0.079450000000000021 -0.062394999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 3 -3 -5 -6 -7 9 -9 10 12 -12 -4 14 -10 -15 -2
right_child=1 2 7 4 5 6 -8 8 13 -11 11 -13 -14 15 -16 -17 -18
leaf_value=0.0010082530604042779 -0.0012476795022536382 0.0017991052536062916 1.6040897059430402e-05 -0.0013793240262989716 0.0023093224747417719 -0.0010918215994526047 0.00045621956330073852 0.0017723661761666514 2.5206265599634472e-05 -0.0011874049819335919 -0.0028333537213960369 -0.00015339944927519344 0.0012831670930775719 -0.00069320583112895257 0.0012807700802248193 0.00037633497013516099 -0.0001720463518453684
leaf_weight=84 47 67 1803 46 51 63 86 59 237 72 52 491 76 174 124 164 48
leaf_count=84 47 67 1803 46 51 63 86 59 237 72 52 491 76 174 124 164 48
internal_value=0 2.92824e-05 4.92875e-05 0.000464271 9.73904e-05 0.000441128 -0.000192827 9.09424e-06 0.000279812 -7.28566e-05 -3.93859e-05 -0.000411551 6.77281e-05 0.00015266 0.000458748 -0.000171835 -0.000712819
internal_weight=0 3660 3565 313 246 200 149 3252 758 2494 2422 543 1879 699 361 338 95
internal_count=3744 3660 3565 313 246 200 149 3252 758 2494 2422 543 1879 699 361 338 95
is_linear=0
shrinkage=0.0995203


Tree=4642
num_leaves=10
num_cat=0
split_feature=17 1 8 1 20 21 26 5 26
split_gain=0.00643537 0.00478488 0.0100036 0.00817572 0.00558355 0.00461625 0.00524997 0.0120002 0.00654222
threshold=-0.56368999999999991 -0.50388999999999995 -0.011315 -0.42149500000000001 -0.23803499999999997 0.15544000000000005 0.094605000000000022 0.41488500000000011 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 8 -8 -6
right_child=1 3 -4 4 5 -7 7 -9 -10
leaf_value=0.00090791156385196161 -0.00032999323568315918 -0.0010101666652702426 0.0013775413507524034 -0.00075080780989886763 3.5564823531444177e-05 0.00095229123431409674 0.00014018918410460302 0.0015587988842988123 -0.00039213066590778239
leaf_weight=84 61 77 75 89 2141 55 673 65 424
leaf_count=84 61 77 75 89 2141 55 673 65 424
internal_value=0 2.63682e-05 0.000605643 3.78021e-06 2.66675e-05 4.75174e-05 3.22037e-05 0.000266244 -3.4815e-05
internal_weight=0 3660 136 3524 3447 3358 3303 738 2565
internal_count=3744 3660 136 3524 3447 3358 3303 738 2565
is_linear=0
shrinkage=0.0995203


Tree=4643
num_leaves=18
num_cat=0
split_feature=2 5 20 20 20 2 20 5 5 21 8 8 21 0 6 17 2
split_gain=0.00546965 0.00782781 0.00438085 0.0164502 0.00732457 0.0119848 0.00641125 0.00521379 0.0100557 0.00764525 0.00691537 0.0111818 0.0044971 0.00652221 0.0118029 0.00496811 0.00353508
threshold=-0.23128999999999997 0.62404000000000015 -0.085504999999999984 -0.08793999999999999 -0.083330000000000001 -0.084804999999999992 -0.08231999999999999 -0.087105000000000002 -0.01504 0.086155000000000023 -0.01187 0.0017700000000000003 -0.08564999999999999 -0.15137999999999999 -0.045589999999999999 -0.55286000000000002 -0.085209999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -4 -6 9 -9 -2 16 -12 -8 14 -14 -15 -10
right_child=2 -3 4 -5 6 -7 12 8 10 -11 11 -13 13 15 -16 -17 -18
leaf_value=0.001687031699306689 0.00010663894132686294 -1.7403726911830739e-05 -0.00020022755694814839 -0.0020511509431936415 -0.00094894508149705409 0.0020099730091656617 -0.0007804811913203971 0.0011670184202444292 0.0010744501038630672 -0.0013650316529945851 -0.0018355536543412294 0.00015840159447430788 3.3963205665606853e-05 0.00097519845232671551 0.0014657482953221166 1.0470622226971588e-05 -0.00014602060098490129
leaf_weight=48 75 58 47 46 64 49 62 75 46 64 49 63 156 54 91 2651 46
leaf_count=48 75 58 47 46 64 49 62 75 46 64 49 63 156 54 91 2651 46
internal_value=0 0.000746694 2.10083e-05 -0.000264283 6.29723e-05 0.000919369 3.59961e-05 -6.56832e-05 0.000180184 -0.000565076 -0.00017861 -0.000706645 5.71822e-05 7.50527e-05 0.000564777 3.00322e-05 0.000455317
internal_weight=0 106 3638 464 3174 96 3078 418 279 139 204 112 3014 2952 247 2705 92
internal_count=3744 106 3638 464 3174 96 3078 418 279 139 204 112 3014 2952 247 2705 92
is_linear=0
shrinkage=0.0995203


Tree=4644
num_leaves=15
num_cat=0
split_feature=6 4 0 6 23 0 1 6 3 9 1 0 3 3
split_gain=0.0117952 0.0182826 0.0115359 0.0109251 0.00977012 0.00728801 0.00693913 0.0112357 0.0154775 0.0146487 0.0090124 0.0325306 0.00649094 0.00100919
threshold=-0.46637499999999998 0.14903500000000006 -0.072694999999999996 0.15834000000000004 -1.0000000180025095e-35 -0.11170000000000001 -0.0057250000000000001 -0.007045 0.087745000000000031 0.082335000000000019 -0.0090649999999999984 -0.085684999999999997 0.087675000000000017 0.10648500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 -1 10 8 -8 -9 12 -12 -6 -5
right_child=1 -3 -4 13 6 -7 7 9 -10 -11 11 -13 -14 -15
leaf_value=-0.0011430624652092529 0.0014512216549532509 0.0019822951032819349 -0.0021266156603324152 -0.0013754309874638865 0.000308909794616981 0.00057994648246164986 -0.00094135974940773044 0.00016938822861634298 0.00012366432433764325 -0.0020290446574542133 -0.00027943081554763892 0.002933627207850821 -4.6676041774656032e-05 -0.00067051327304556703
leaf_weight=46 49 48 48 47 802 51 163 52 788 69 82 50 1381 47
leaf_count=46 49 48 48 47 802 51 163 52 788 69 82 50 1381 47
internal_value=0 5.28636e-05 -0.000862629 2.63958e-05 5.55803e-05 -0.000228711 3.51477e-05 -0.000173854 -5.80185e-05 -0.0010775 0.000132283 0.000931436 8.35856e-05 -0.00103168
internal_weight=0 3578 145 3530 3436 97 3387 1072 951 121 2315 132 2183 94
internal_count=3723 3578 145 3530 3436 97 3387 1072 951 121 2315 132 2183 94
is_linear=0
shrinkage=0.0995203


Tree=4645
num_leaves=12
num_cat=0
split_feature=10 6 4 6 2 18 26 26 6 26 2
split_gain=0.0141841 0.010838 0.0135179 0.00873281 0.00821843 0.0186003 0.00819342 0.0119704 0.00770492 0.00728044 0.00110781
threshold=0.09056500000000002 -0.48214499999999999 0.14903500000000006 0.15834000000000004 -0.10934999999999999 -0.092414999999999983 0.089625000000000024 0.09032500000000003 0.041585000000000011 0.089275000000000021 -0.019910000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 9 -8 -7 -6 -5
right_child=-2 2 -4 10 6 8 7 -9 -10 -11 -12
leaf_value=-0.001105153453570601 0.0012939063503622863 -0.0018140132930719744 0.0016376801494408838 -0.0013275372737057835 0.00015565204503116127 -0.00034767526375968421 -0.0013412181847065417 -6.1174625979428307e-05 0.00099958662306127402 0.0014250514639935414 -0.00058890687795762862
leaf_weight=88 84 77 50 46 1945 178 78 1030 55 46 46
leaf_count=88 84 77 50 46 1945 178 78 1030 55 46 46
internal_value=0 -1.4037e-05 1.27723e-05 -1.02002e-05 1.53844e-05 -0.000472864 6.44892e-05 -0.000152025 -2.61385e-05 0.000185391 -0.000967121
internal_weight=0 3639 3551 3501 3409 310 3099 1108 233 1991 92
internal_count=3723 3639 3551 3501 3409 310 3099 1108 233 1991 92
is_linear=0
shrinkage=0.0995203


Tree=4646
num_leaves=13
num_cat=0
split_feature=10 29 2 1 9 3 4 26 9 26 9 9
split_gain=0.0115024 0.00959027 0.00680898 0.0165837 0.0101846 0.00716023 0.0116148 0.00659073 0.00963681 0.00755891 0.0056951 0.0053033
threshold=0.09056500000000002 -0.117605 -0.11700999999999999 0.054560000000000004 0.095950000000000021 0.17152000000000003 0.14154500000000006 0.088165000000000021 0.084345000000000017 0.0054200000000000012 0.091310000000000016 0.08073000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 6 7 9 -9 -4 11 -3
right_child=-2 2 5 -5 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.0014251448791271755 0.0011651366098447088 0.00068169853671387972 -1.0094172438422404e-05 -0.0019609866910851891 -0.0013778956309878816 0.0010286868262732445 -0.0013465419958308075 -0.0011368793648825451 -4.6405404470475796e-05 0.00039460945135426449 0.0010771097288075867 -0.00060853316463815399
leaf_weight=47 84 51 1003 58 48 72 60 86 1241 834 57 82
leaf_count=47 84 51 1003 58 48 72 60 86 1241 834 57 82
internal_value=0 -1.26848e-05 5.56885e-06 -0.000451399 -8.00765e-05 4.68556e-05 2.46749e-05 5.09365e-05 -0.000117694 0.000173196 0.000243485 -0.000107628
internal_weight=0 3639 3592 296 238 3296 3224 3164 1327 1837 190 133
internal_count=3723 3639 3592 296 238 3296 3224 3164 1327 1837 190 133
is_linear=0
shrinkage=0.0995203


Tree=4647
num_leaves=17
num_cat=0
split_feature=30 8 8 26 18 0 0 4 0 0 0 18 1 1 19 2
split_gain=0.0084542 0.00622796 0.0113049 0.00835984 0.00738505 0.0303829 0.00888601 0.00777711 0.0148558 0.0161291 0.00691635 0.0146155 0.0114229 0.0101736 0.0122211 0.00759659
threshold=0.12577500000000003 0.10228000000000002 0.15415000000000004 -0.396395 -0.098315 -0.10287 0.12433000000000002 0.088435000000000027 -0.049174999999999996 -0.068604999999999985 0.0047200000000000011 0.086510000000000017 -0.40145499999999995 -0.14482999999999999 0.078495000000000023 -0.079954999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 10 8 9 -7 13 12 -12 14 -6 -15
right_child=-2 2 3 -5 6 7 -8 -9 -10 -11 11 -13 -14 15 -16 -17
leaf_value=-0.0025906098271479224 -0.0012996276982750556 0.0014756082105498787 0.00077691115089850043 -0.00095733926874414562 0.0021256605663764303 0.00031392676793389536 0.0010244412903134866 -0.0010062887398036449 0.0015607772747159275 -0.0013590927558982378 -0.0024734021537161366 0.00078035422189486829 -0.00024550724659635554 0.00018567090747310445 -1.7301361376690781e-05 -0.00014876133945629835
leaf_weight=54 48 81 56 54 51 192 91 73 59 81 47 46 46 1377 53 1314
leaf_count=54 48 81 56 54 51 192 91 73 59 81 47 46 46 1377 53 1314
internal_value=0 2.9579e-05 0.000582906 -6.70061e-05 -5.20505e-07 -0.000372721 5.56849e-05 -7.49807e-05 0.000127329 -0.000179465 2.53592e-05 -0.000659331 -0.00138024 5.97029e-05 0.0010257 2.20653e-05
internal_weight=0 3675 191 110 3484 459 3025 405 332 273 2934 139 93 2795 104 2691
internal_count=3723 3675 191 110 3484 459 3025 405 332 273 2934 139 93 2795 104 2691
is_linear=0
shrinkage=0.0995203


Tree=4648
num_leaves=13
num_cat=0
split_feature=21 2 3 4 0 0 2 7 1 10 10 1
split_gain=0.0190404 0.0134892 0.00617039 0.0071921 0.0203344 0.0190198 0.00687801 0.0116843 0.00680502 0.00528931 0.00553477 0.00477892
threshold=-0.10962999999999999 -0.24206999999999998 0.13213000000000005 0.12498500000000003 -0.050494999999999991 -0.11524 0.14153500000000005 -0.074334999999999998 -0.03694999999999999 0.09056500000000002 0.086275000000000018 0.0049450000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 -4 -5 7 -3 -7 10 -9 -8
right_child=1 2 3 5 -6 8 11 9 -10 -11 -12 -13
leaf_value=0.0016520934394313818 -0.0016394482210370569 -0.0015208745285711447 -0.0022760642496189747 0.0016463030290233118 0.00015433040302590263 0.0003423543193991875 0.00027295678092838834 7.5569736521875208e-05 -0.0011075491797962118 0.00099472949298754572 -0.00095911898779247413 0.0015687034580489298
leaf_weight=72 48 46 61 52 76 49 69 3005 89 61 52 50
leaf_count=72 48 46 61 52 76 49 69 3005 89 61 52 50
internal_value=0 1.75029e-05 3.97612e-05 -0.000372056 -0.000921841 2.00594e-05 8.10292e-05 5.28168e-05 -0.000586796 7.62961e-05 5.77017e-05 0.000824268
internal_weight=0 3658 3610 327 137 190 3283 3164 138 3118 3057 119
internal_count=3730 3658 3610 327 137 190 3283 3164 138 3118 3057 119
is_linear=0
shrinkage=0.0995203


Tree=4649
num_leaves=9
num_cat=0
split_feature=20 2 3 8 22 21 3 3
split_gain=0.0154772 0.0117593 0.00547124 0.010289 0.0057097 0.0119889 0.00525233 0.00777405
threshold=-0.24910499999999999 -0.24206999999999998 0.16149500000000003 -0.092299999999999993 0.13240000000000005 0.14680000000000004 0.14530500000000005 0.13547000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 6 7 -3
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=0.0015104105425387919 -0.0015646072364778143 7.4636504301566823e-05 0.00042229600874044219 -0.0014667989077872777 0.0011375441509000198 -0.0015515167179894031 0.001049209592505633 -0.00087806277265993352
leaf_weight=70 46 3265 50 65 48 46 53 87
leaf_count=70 46 3265 50 65 48 46 53 87
internal_value=0 1.61528e-05 3.64997e-05 -0.000638335 5.89132e-05 4.36732e-05 6.5464e-05 4.96653e-05
internal_weight=0 3660 3614 115 3499 3451 3405 3352
internal_count=3730 3660 3614 115 3499 3451 3405 3352
is_linear=0
shrinkage=0.0995203


Tree=4650
num_leaves=14
num_cat=0
split_feature=21 2 1 0 0 0 5 0 9 3 3 17 5
split_gain=0.0145653 0.00889554 0.0052401 0.0074491 0.014656 0.00715675 0.0153159 0.0124887 0.00789505 0.00694287 0.0161315 0.0157862 0.00566998
threshold=-0.10962999999999999 -0.24206999999999998 -0.50388999999999995 -0.068604999999999985 -0.065939999999999985 -0.071799999999999989 -0.063819999999999988 -0.07298499999999998 0.11351500000000002 0.11816500000000002 0.11462500000000002 -0.0082649999999999998 0.26245000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 12 5 -5 7 -7 8 -4 10 -6 -11 -3
right_child=1 2 3 4 9 6 -8 -9 -10 11 -12 -13 -14
leaf_value=0.001441849033614027 -0.0013333312030892222 9.0858086341944678e-05 0.00010855344360279213 -0.001689863713922373 -0.00010835269032296669 0.0022580943655831549 -5.791450448741182e-06 -0.0014549185758648798 -0.00078383252270907604 -0.0011766788432938421 0.0019003018566698861 0.00035118662181221952 0.0014051286113518089
leaf_weight=72 48 81 2525 67 281 46 81 54 102 153 46 118 56
leaf_count=72 48 81 2525 67 281 46 81 54 102 153 46 118 56
internal_value=0 1.21782e-05 3.02954e-05 6.24311e-06 -0.000293001 7.74027e-05 0.000807753 4.25004e-05 7.35926e-05 -0.000135128 0.000171707 -0.000508388 0.000634054
internal_weight=0 3658 3610 3473 665 2808 127 2681 2627 598 327 271 137
internal_count=3730 3658 3610 3473 665 2808 127 2681 2627 598 327 271 137
is_linear=0
shrinkage=0.0995203


Tree=4651
num_leaves=14
num_cat=0
split_feature=6 2 7 8 3 4 26 3 17 0 5 17 2
split_gain=0.00934205 0.00785869 0.00419335 0.0057943 0.0144352 0.0208474 0.011745 0.00730189 0.00381688 0.0143484 0.00845743 0.00711018 0.00501842
threshold=0.23153500000000005 -0.24206999999999998 0.085015000000000021 0.0044850000000000011 0.11089500000000001 0.10054500000000002 -0.063069999999999987 0.096035000000000023 -0.093784999999999993 -0.097180000000000002 -0.013944999999999999 -0.088525000000000006 -0.08237499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 7 -6 -5 9 -3 -11 -10 -13
right_child=-2 2 -4 4 6 -7 -8 -9 11 10 -12 12 -14
leaf_value=-0.0012762038572660937 0.0012893562368682435 -0.0016053306400323332 -0.00064933119059863741 -6.0085529614375465e-05 0.00039824358506885057 0.0025772595538331245 -0.001504570577426618 0.0011458192575053516 0.0010005660557227242 0.0012301496477812473 -0.00015268461336839827 -0.00018545258821229307 0.00013160869023943849
leaf_weight=46 58 65 87 134 71 54 58 78 78 47 634 713 1607
leaf_count=46 58 65 87 134 71 54 58 78 78 47 634 713 1607
internal_value=0 1.59723e-05 3.25909e-05 4.9586e-05 0.000408873 0.000828927 -0.00045094 0.000379735 4.18623e-06 -0.000192133 -5.60445e-05 6.56012e-05 3.38142e-05
internal_weight=0 3672 3626 3539 395 266 129 212 3144 746 681 2398 2320
internal_count=3730 3672 3626 3539 395 266 129 212 3144 746 681 2398 2320
is_linear=0
shrinkage=0.0995203


Tree=4652
num_leaves=21
num_cat=0
split_feature=3 0 3 17 5 5 0 0 9 8 0 0 2 3 17 26 3 3 21 36
split_gain=0.0147666 0.0313104 0.0843354 0.0202828 0.0124278 0.0113313 0.00875124 0.0242507 0.0544563 0.0629328 0.0265134 0.0190119 0.0321022 0.00944159 0.00869386 0.00784667 0.00609469 0.017209 0.011027 0.00567726
threshold=0.083955000000000016 -0.087084999999999982 0.081225000000000019 -0.0088649999999999996 0.6362850000000001 -0.44524499999999995 -0.087184999999999999 -0.085684999999999997 0.08648500000000002 -0.087844999999999993 -0.085245000000000001 -0.088329999999999992 -0.082084999999999991 0.08544000000000003 -0.55754499999999996 -0.23202999999999999 0.089395000000000016 0.08777500000000002 -0.091104999999999992 0.08605500000000002
decision_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 19 -1 6 -5 11 8 9 -8 -9 13 -13 -2 -12 -16 17 -15 -18 -3
right_child=4 2 -4 5 -6 -7 7 10 -10 -11 14 12 -14 16 15 -17 18 -19 -20 -21
leaf_value=-0.0014000835736663337 -0.0010097186165907567 0.00090136337861299357 0.0050608493721970762 -0.00040574802705215321 0.001514257296991866 0.0016240724097674451 -1.4522549119767348e-05 0.0022437108440844671 0.0010107645383016788 -0.0050004224063442933 -0.0011517435822559973 0.0032061317289333812 -0.00040571628769015715 -2.5629878531438232e-05 -0.0012966571166421713 -6.6363255930292815e-05 -0.001520567491356191 0.0017324115555405583 6.8826518624231486e-05 -0.00029458666431709488
leaf_weight=90 80 81 49 53 50 55 46 47 60 56 82 51 46 170 53 1765 46 81 714 75
leaf_count=90 80 81 49 53 50 55 46 47 60 56 82 51 46 170 53 1765 46 81 714 75
internal_value=0 0.000595264 0.00145804 -0.00029388 -4.22994e-05 0.000620377 -6.61534e-05 -0.000188016 -0.00135831 -0.00275991 -9.02215e-05 0.000149494 0.00148486 3.00179e-05 -0.000148386 -0.00010268 0.000113102 0.000538445 -2.62966e-05 0.00032114
internal_weight=0 403 205 198 3347 108 3297 2109 162 102 1947 1188 97 1091 1900 1818 1011 251 760 156
internal_count=3750 403 205 198 3347 108 3297 2109 162 102 1947 1188 97 1091 1900 1818 1011 251 760 156
is_linear=0
shrinkage=0.0995203


Tree=4653
num_leaves=17
num_cat=0
split_feature=10 3 9 1 10 8 8 5 17 10 5 5 5 5 6 5
split_gain=0.0134455 0.0104904 0.0254265 0.0876947 0.0124334 0.0116736 0.00930563 0.00725295 0.00685794 0.00644273 0.00635477 0.0719412 0.0151895 0.0330127 0.0102577 0.00950822
threshold=0.089800000000000033 0.083955000000000016 0.083715000000000026 -0.085184999999999997 0.086165000000000019 -0.085764999999999994 -0.0032949999999999998 -0.075744999999999993 -0.081244999999999998 0.055760000000000011 -0.0098949999999999993 -0.0083599999999999994 -0.021739999999999999 -0.017704999999999995 -0.086254999999999984 -0.041054999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 9 8 -2 -7 -1 10 12 -12 15 -14 -13 -3
right_child=6 4 3 -5 -6 7 -8 -9 -10 -11 11 14 13 -15 -16 -17
leaf_value=0.00017388243764524582 0.000179324807169409 1.6440723463817705e-05 0.004985071272569871 -0.00048280522664341925 -0.0015624516750789689 -0.00032136810232795702 0.0021915700840211016 0.0011473353596181625 -0.0013338789404925011 0.00084786398053286771 -0.0036552191565847963 0.00071058457631423808 0.0027158381275285393 0.00014957855608884715 -0.00017317274531740046 -0.00081015252547859495
leaf_weight=47 46 1374 48 73 54 54 47 84 78 79 58 147 64 225 1119 153
leaf_count=47 46 1374 48 73 54 54 47 84 78 79 58 147 64 225 1119 153
internal_value=0 -6.50396e-06 0.000485345 0.00167951 -6.44595e-05 -6.09474e-05 0.00120507 0.000566693 -0.000760412 -3.90758e-05 -6.16512e-05 -0.000227589 5.88787e-05 0.000720718 -6.99097e-05 -6.58449e-05
internal_weight=0 3657 384 121 3273 263 93 138 125 3219 3140 1324 1816 289 1266 1527
internal_count=3750 3657 384 121 3273 263 93 138 125 3219 3140 1324 1816 289 1266 1527
is_linear=0
shrinkage=0.0995203


Tree=4654
num_leaves=17
num_cat=0
split_feature=10 17 2 3 17 3 5 5 17 5 4 25 3 5 5 5
split_gain=0.0109195 0.00896792 0.0155015 0.0167229 0.00969075 0.0116632 0.0303489 0.0407177 0.0209718 0.0202279 0.0087497 0.00836201 0.00824632 0.00486062 0.0574734 0.0142102
threshold=0.089800000000000033 -0.54752499999999993 -0.082084999999999991 0.10457000000000002 -0.53299999999999992 0.083955000000000016 -0.0091849999999999987 0.062500000000000014 -0.0088649999999999996 -0.41880499999999998 0.10868000000000001 0.096120000000000025 0.081685000000000021 -0.0098949999999999993 -0.0083599999999999994 -0.021739999999999999
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 8 -8 12 -10 -2 13 -6 15 -15 -7
right_child=10 4 -4 -5 5 11 7 -9 9 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.00022278465972246355 0.0020628781103770415 0.0012610129123550654 0.00075051935784617517 -0.0026342454566960064 -0.00025924254212964155 -9.7845468713095432e-05 0.0039065601502472078 -5.7114907821631259e-05 -0.00028738030584075794 0.0019182903679600175 0.00011252039565943786 0.0012580253216884687 -0.0020879641156331267 -0.0032914511507005123 -7.8115256183298011e-05 0.00066052408362293855
leaf_weight=62 46 62 49 54 51 1536 53 49 95 72 47 47 49 58 1129 291
leaf_count=62 46 62 49 54 51 1536 53 49 95 72 47 47 49 58 1129 291
internal_value=0 -5.81211e-06 -0.000722949 -0.00135242 2.78388e-05 5.30949e-06 0.000534085 0.00199442 -2.07284e-05 0.000658666 0.00108602 -5.81664e-05 -0.0011635 -7.89626e-05 -0.000235817 2.24977e-05
internal_weight=0 3657 165 116 3492 3430 369 102 267 167 93 3061 100 3014 1187 1827
internal_count=3750 3657 165 116 3492 3430 369 102 267 167 93 3061 100 3014 1187 1827
is_linear=0
shrinkage=0.0995203


Tree=4655
num_leaves=14
num_cat=0
split_feature=10 0 10 25 2 18 8 2 5 20 2 7 7
split_gain=0.00889676 0.0170351 0.00746359 0.00807213 0.0080165 0.0213629 0.0302459 0.0193536 0.016001 0.0292871 0.0209596 0.00537898 0.00450793
threshold=0.089450000000000016 -0.061654999999999995 0.086165000000000019 0.096120000000000025 -0.084869999999999987 -0.10082999999999999 -0.00076499999999999995 -0.084474999999999995 -0.0087549999999999989 -0.049389999999999996 -0.085944999999999994 0.081185000000000021 0.018455000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -6 9 -7 -10 12 -9
right_child=1 -3 -4 -5 7 8 -8 11 10 -11 -12 -13 -14
leaf_value=0.0028638000685515239 -0.00037404142300687858 0.0022654560905534878 -0.0011161267586069091 0.0012314626437105879 -0.0020155435871703703 -0.00054327278553618821 9.8518394392893158e-06 -5.7139662583293505e-05 -0.00078405541197926372 0.001131973049258352 0.0013249579034968575 0.00099676021397984162 -0.00099481068610624522
leaf_weight=69 47 49 59 53 51 174 80 2460 301 253 55 47 52
leaf_count=69 47 49 59 53 51 174 80 2460 301 253 55 47 52
internal_value=0 0.000964675 -5.7148e-06 1.22812e-05 -5.73064e-06 0.000244572 0.00133697 -9.54243e-05 3.5649e-05 0.000447403 -0.000455925 -5.6837e-05 -7.6876e-05
internal_weight=0 96 3654 3595 3542 932 149 2610 783 427 356 2559 2512
internal_count=3750 96 3654 3595 3542 932 149 2610 783 427 356 2559 2512
is_linear=0
shrinkage=0.0995203


Tree=4656
num_leaves=20
num_cat=0
split_feature=29 17 17 9 6 5 17 9 20 0 21 0 21 0 4 3 8 0 3
split_gain=0.0295409 0.00827458 0.0111249 0.00964781 0.0103028 0.0369174 0.0359228 0.014415 0.0168508 0.0125618 0.0051569 0.0187206 0.0152813 0.0098324 0.00849443 0.0285212 0.00842765 0.00584509 0.00535771
threshold=0.12330000000000002 0.0041300000000000009 0.021725000000000005 0.11408000000000003 0.098855000000000012 -0.052494999999999993 0.40057000000000009 0.083925000000000013 -0.085594999999999991 -0.085474999999999982 -0.032929999999999994 -0.20796499999999998 -0.0050399999999999993 -0.1525 0.085065000000000016 0.10749000000000002 -0.086589999999999986 -0.085245000000000001 -0.15154999999999999
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 7 -6 -7 9 -9 -4 14 -12 -13 -14 16 -16 -1 -18 -15
right_child=-2 2 3 -5 5 6 -8 8 -10 -11 11 12 13 18 15 -17 17 -19 -20
leaf_value=-0.0010452359332570695 0.0022898170594567958 -0.0013756873089666556 -0.0012329555075593389 0.00094820858148009777 -0.0033514289839349457 0.0021192666150828474 -0.0012319901197943564 0.0017779982191505049 -1.4290197880841775e-05 0.00036253641907598008 0.0015655400719047758 0.0014817399405205086 -0.0013137019800336181 -0.0010395846097038246 -0.0026455756342924101 0.00057958029768719825 0.0013061625728733569 -9.1351427477952071e-05 4.5858428379102461e-05
leaf_weight=47 54 86 162 68 47 47 97 59 428 69 82 70 56 46 55 53 53 65 2087
leaf_count=47 54 86 162 68 47 47 97 59 428 69 82 70 56 46 55 53 53 65 2087
internal_value=0 -5.47717e-05 -0.000288978 -0.000192483 -0.000278716 -0.000928873 -0.000132492 -0.000104623 0.000201165 -0.000752836 4.01567e-05 8.81736e-05 3.41839e-05 -1.17322e-05 -0.000368594 -0.00105528 7.59117e-05 0.000529408 2.20661e-05
internal_weight=0 3677 1063 977 909 191 144 718 487 231 2614 2341 2259 2189 273 108 165 118 2133
internal_count=3731 3677 1063 977 909 191 144 718 487 231 2614 2341 2259 2189 273 108 165 118 2133
is_linear=0
shrinkage=0.0995203


Tree=4657
num_leaves=17
num_cat=0
split_feature=29 17 17 10 10 3 2 2 20 1 1 5 27 3 2 17
split_gain=0.0239539 0.00670896 0.00901797 0.00875148 0.0177365 0.00712021 0.0127983 0.0214589 0.00828577 0.00643486 0.0208605 0.0142382 0.00791984 0.00614338 0.0270386 0.0115198
threshold=0.12330000000000002 0.0041300000000000009 0.021725000000000005 0.090150000000000022 0.086275000000000018 0.08400500000000001 -0.083204999999999987 -0.086849999999999997 -0.085594999999999991 -0.50597999999999999 -0.49056499999999997 0.25642500000000007 -0.032854999999999995 0.11553000000000002 -0.021165 0.063160000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 9 -4 7 8 -7 11 -11 -1 -12 15 -15 -8
right_child=-2 2 5 -5 -6 6 13 -9 -10 10 12 -13 -14 14 -16 -17
leaf_value=0.00029960377397961386 0.0020619340013518991 -0.001238778726726258 -0.0010501461654118373 -0.00098150586828553519 0.00190640513042403 -0.00097326397811220823 -0.0012579319639117353 0.0021362787630186948 0.00064227849988709117 0.0021650606555991374 0.0011726937037642364 -0.0019360771666372698 -4.7363849469502866e-06 0.0021877723461061886 -0.00088447557009215742 -0.00018402345084548666
leaf_weight=62 54 86 84 81 51 59 127 63 67 46 58 51 2265 48 69 460
leaf_count=62 54 86 84 81 51 59 127 63 67 46 58 51 2265 48 69 460
internal_value=0 -4.93208e-05 -0.000260219 3.61291e-05 6.89941e-05 -0.000173244 -8.98412e-05 0.000635956 -0.000107709 3.09092e-05 6.62226e-05 -0.000702176 2.4309e-05 -0.000285856 0.000368937 -0.000417763
internal_weight=0 3677 1063 2614 2533 977 893 189 126 2482 2369 113 2323 704 117 587
internal_count=3731 3677 1063 2614 2533 977 893 189 126 2482 2369 113 2323 704 117 587
is_linear=0
shrinkage=0.0995203


Tree=4658
num_leaves=12
num_cat=0
split_feature=23 10 5 18 23 1 5 1 8 4 0
split_gain=0.0235507 0.00584795 0.0133604 0.0157696 0.00424283 0.00668746 0.0158457 0.00989462 0.0056877 0.00548343 0.00498613
threshold=-0.069894999999999999 0.090150000000000022 0.5252300000000002 -0.12881499999999999 -0.046924999999999994 0.41291000000000005 -0.52786999999999995 0.26846000000000009 -0.092299999999999993 0.13584500000000002 -0.13752999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 7 -7 9 -8 -6 -9
right_child=1 -3 3 -5 5 6 8 10 -10 -11 -12
leaf_value=0.0022208463609050461 -0.0009353789531177766 -0.00087619123728126789 -0.00017106335440324088 0.0022446146007412409 -6.6909664646619066e-05 0.0016707401032777266 0.00065045425680527937 -0.00036404863205933435 -0.00067605325188018546 0.0009628569787045729 -0.0018097670625817784
leaf_weight=46 54 82 51 55 3086 74 53 51 80 52 47
leaf_count=46 54 82 51 55 3086 74 53 51 80 52 47
internal_value=0 -4.48525e-05 -2.5705e-05 0.00107463 -5.92922e-05 -4.53139e-05 0.000502534 -8.06115e-05 -0.00014129 -4.95844e-05 -0.00106576
internal_weight=0 3685 3603 106 3497 3443 207 3236 133 3138 98
internal_count=3731 3685 3603 106 3497 3443 207 3236 133 3138 98
is_linear=0
shrinkage=0.0995203


Tree=4659
num_leaves=9
num_cat=0
split_feature=23 24 10 10 5 9 9 9
split_gain=0.0190975 0.00487681 0.00573652 0.0114536 0.00541974 0.00569972 0.00983939 0.00958845
threshold=-0.069894999999999999 0.10012000000000003 0.090150000000000022 0.086275000000000018 0.62720500000000012 0.08888500000000002 0.08846500000000003 0.089605000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7
right_child=1 -3 -4 -5 -6 7 -8 -9
leaf_value=0.0019998274248542273 1.7042449068860542e-05 -0.0010591993830201811 -0.00086085112743334333 0.0013321446981842944 0.0010061800029280265 -0.0011164802467051407 0.0012903109845655431 -0.00012876035937639183
leaf_weight=46 2034 46 80 62 49 106 62 1246
leaf_count=46 2034 46 80 62 49 106 62 1246
internal_value=0 -4.0433e-05 -2.73299e-05 -8.36384e-06 -3.23645e-05 -4.73608e-05 5.50965e-05 -0.000206805
internal_weight=0 3685 3639 3559 3497 3448 2096 1352
internal_count=3731 3685 3639 3559 3497 3448 2096 1352
is_linear=0
shrinkage=0.0995203


Tree=4660
num_leaves=16
num_cat=0
split_feature=19 1 1 20 6 20 26 9 26 9 9 10 10 6 9
split_gain=0.0120626 0.00732311 0.0136523 0.0365268 0.0132124 0.011855 0.014588 0.00702369 0.0281244 0.0154222 0.0215107 0.00632696 0.00995865 0.00449899 0.00495682
threshold=0.14061500000000002 0.031740000000000011 0.073820000000000011 -0.080434999999999993 -0.23044000000000001 -0.077724999999999989 0.094605000000000022 0.11351500000000002 0.12236500000000003 0.095285000000000022 0.09032500000000003 0.090005000000000016 0.082245000000000026 -0.14765999999999999 0.092605000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5 -7 8 9 10 -4 12 13 -6 -15
right_child=-2 2 7 5 11 6 -8 -9 -10 -11 -12 -13 -14 14 -16
leaf_value=0.0016640104205970405 0.0015370149839397549 -0.0031133353567863536 -0.00012823525458054838 0.0011597574593491986 -0.00081959473090731892 -0.0015789569049381969 0.00058813303288887306 -0.00087559078756382393 0.0023661800847319643 -0.0013056235255191197 0.0020395646307859064 -0.0011008248365657338 0.0011383821211690503 -3.6157154919786024e-05 0.0002952590271225835
leaf_weight=50 50 57 405 46 62 76 51 87 49 91 51 48 81 1984 576
leaf_count=50 50 57 405 46 62 76 51 87 49 91 51 48 81 1984 576
internal_value=0 -1.91146e-05 -0.000264053 -0.000927386 6.04319e-05 -0.000202427 -0.000702262 -3.94769e-05 8.11999e-05 -0.000121991 0.000112421 3.0989e-05 5.13906e-05 1.74986e-05 3.80917e-05
internal_weight=0 3714 913 230 2801 173 127 683 596 547 456 2751 2703 2622 2560
internal_count=3764 3714 913 230 2801 173 127 683 596 547 456 2751 2703 2622 2560
is_linear=0
shrinkage=0.0995203


Tree=4661
num_leaves=16
num_cat=0
split_feature=19 6 1 26 26 3 26 1 3 6 21 17 26 21 21
split_gain=0.0100068 0.00607755 0.00534427 0.0124414 0.0416448 0.0166266 0.0153403 0.0125489 0.0116438 0.0106115 0.0098571 0.00701357 0.00628959 0.00836035 0.00189439
threshold=0.13612500000000002 0.23663500000000004 0.031740000000000011 0.08709500000000002 0.090625000000000025 0.09940000000000003 0.082250000000000031 0.073820000000000011 0.16149500000000003 -0.23044000000000001 0.11729000000000002 0.53699500000000022 -0.2382 0.10384500000000002 0.096415000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 6 -5 -6 7 14 -9 -1 -7 12 -11 -14 -4
right_child=-2 -3 3 4 5 10 -8 8 -10 11 -12 -13 13 -15 -16
leaf_value=0.0014984078020976611 0.0010887402610051211 -0.0010912016997341916 -0.0016225051319907265 -0.0034032400893362928 0.0013562918224410837 -0.0011762688647932501 0.001781854079134977 0.00026744407950892547 -0.0013669996107944509 -0.0010711983151251811 0.00036453870393183364 -0.001156940456678641 2.4052678290704673e-05 0.00067818831905350218 -0.00067972889728126816
leaf_weight=50 82 52 47 49 52 122 46 423 48 48 61 48 2379 211 46
leaf_count=50 82 52 47 49 52 122 46 423 48 48 61 48 2379 211 46
internal_value=0 -2.28139e-05 -7.2836e-06 -0.000218732 -0.000762961 -0.000208951 3.33042e-05 -0.000107857 9.91384e-05 6.15091e-05 -0.000658193 3.44563e-05 5.64449e-05 7.76593e-05 -0.00116499
internal_weight=0 3682 3630 894 284 235 610 564 471 2736 183 2686 2638 2590 93
internal_count=3764 3682 3630 894 284 235 610 564 471 2736 183 2686 2638 2590 93
is_linear=0
shrinkage=0.0995203


Tree=4662
num_leaves=19
num_cat=0
split_feature=19 6 1 26 20 26 2 6 26 1 29 20 3 1 3 2 18 4
split_gain=0.00831001 0.00497585 0.00466134 0.0119162 0.0396782 0.0121658 0.0110382 0.00851456 0.00817686 0.00789066 0.0109483 0.0103713 0.00459237 0.00872091 0.00731287 0.0124592 0.00826763 0.0057238
threshold=0.14061500000000002 0.23663500000000004 0.031740000000000011 0.08709500000000002 -0.078725000000000003 0.082250000000000031 -0.077714999999999992 -0.23044000000000001 0.096535000000000024 0.073820000000000011 1.0000000180025095e-35 -0.012970000000000001 0.10486500000000003 0.0065600000000000007 0.11089500000000001 -0.122295 -0.110495 0.10343500000000001
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 9 -6 -1 -8 11 -11 -4 13 17 15 -14 -16 -9
right_child=-2 -3 3 4 6 -7 8 12 -10 10 -12 -13 14 -15 16 -17 -18 -19
leaf_value=0.0013492859432689293 0.0012756992293700359 -0.00098260540428392828 -0.0018947633745129767 -0.0034083283541466594 0.00080298174128687653 0.0016045235558768156 -0.0017937506551489089 3.6996465528483048e-05 -0.00022459320611405625 0.00025608062488783858 -0.0013005114794893467 0.00014952276050456725 0.0022669123044003498 -0.0013337071021463122 0.0011802380202489261 0.00026625021125888462 -0.00017005781551337733 -0.00090389322218354989
leaf_weight=50 50 52 50 46 73 46 46 2135 121 421 50 47 46 49 54 97 265 66
leaf_count=50 50 52 50 46 73 46 46 2135 121 421 50 47 46 49 54 97 265 66
internal_value=0 -1.5895e-05 -1.94426e-06 -0.000198858 -0.000729624 4.70388e-05 -0.000212795 6.19238e-05 -0.000661719 -7.76545e-05 8.90991e-05 -0.000895794 3.78874e-05 -2.04539e-05 0.000323789 0.000915545 5.59528e-05 8.41065e-06
internal_weight=0 3714 3662 900 286 614 240 2762 167 568 471 97 2712 2250 462 143 319 2201
internal_count=3764 3714 3662 900 286 614 240 2762 167 568 471 97 2712 2250 462 143 319 2201
is_linear=0
shrinkage=0.0995203


Tree=4663
num_leaves=12
num_cat=0
split_feature=19 10 10 5 17 9 4 5 30 1 18
split_gain=0.00692048 0.00530507 0.00709779 0.00426802 0.0246125 0.0127278 0.0210679 0.011871 0.00446444 0.0142914 0.00513799
threshold=0.13612500000000002 0.090150000000000022 0.086275000000000018 -0.097345000000000001 -0.0088649999999999996 0.11351500000000002 0.14566000000000004 -0.092864999999999989 0.087435000000000027 -0.063809999999999992 0.10698500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -5 10 -10 -9
right_child=-2 -3 -4 7 5 -7 -8 8 9 -11 -12
leaf_value=-0.0020933510617916679 0.00090539912825501564 -0.00080080575822340217 0.0010548738283813139 0.0011771586727044332 -8.5740285274120165e-05 -0.0012703317548075253 0.0019469024059515798 -7.3441151873993786e-05 -0.00055580033113493779 0.0018039107920170766 0.0003812184463351841
leaf_weight=64 82 84 62 88 613 77 55 2262 49 52 276
leaf_count=64 82 84 62 88 613 77 55 2262 49 52 276
internal_value=0 -1.89797e-05 -4.99374e-07 -1.92357e-05 -0.000220133 -5.81137e-05 8.03927e-05 4.00629e-05 1.83516e-06 0.000650996 -2.36757e-05
internal_weight=0 3682 3598 3536 809 745 668 2727 2639 101 2538
internal_count=3764 3682 3598 3536 809 745 668 2727 2639 101 2538
is_linear=0
shrinkage=0.0995203


Tree=4664
num_leaves=9
num_cat=0
split_feature=19 3 1 29 22 4 4 4
split_gain=0.00842265 0.0067273 0.00654091 0.0072595 0.0070766 0.00745942 0.00856527 0.00703809
threshold=-0.10411999999999999 -0.15154999999999999 0.62198500000000012 0.097705000000000028 0.12975500000000004 0.13699000000000003 0.11706000000000001 0.14547000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -7
right_child=1 2 -4 -5 -6 7 -8 -9
leaf_value=0.0011751380963232608 -0.0009705216337034709 3.6132876389906222e-05 0.0010184405111269524 -0.00089130085333635636 0.0011333140207433912 -0.0017068356458946768 0.00086705901222224263 -4.3346024357811681e-05
leaf_weight=66 64 3169 69 81 60 46 128 58
leaf_count=66 64 3169 69 81 60 46 128 58
internal_value=0 4.01643e-05 5.83041e-05 3.9369e-05 6.13866e-05 4.22351e-05 6.86404e-05 -0.000786992
internal_weight=0 3675 3611 3542 3461 3401 3297 104
internal_count=3741 3675 3611 3542 3461 3401 3297 104
is_linear=0
shrinkage=0.0995203


Tree=4665
num_leaves=18
num_cat=0
split_feature=18 29 18 18 18 17 4 5 5 21 17 19 17 20 2 2 20
split_gain=0.0165539 0.00557737 0.00608553 0.00978593 0.0284036 0.0146931 0.00840768 0.00718502 0.0173431 0.011965 0.0079513 0.016168 0.00801224 0.00668339 0.00885078 0.0107804 0.00475477
threshold=-0.47082499999999999 -0.096654999999999991 -0.14624999999999996 -0.090899999999999995 -0.092084999999999986 -0.43873000000000001 0.080475000000000033 0.22078000000000006 0.26676500000000009 0.089350000000000027 -0.15122999999999998 0.088935000000000028 -0.14169499999999999 -0.074014999999999984 -0.0031199999999999999 -0.073884999999999992 -0.08588999999999998
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 5 -4 -7 10 -9 -10 11 -5 -12 16 15 -15 -3
right_child=1 2 3 7 -6 6 -8 8 9 -11 12 -13 -14 14 -16 -17 -18
leaf_value=0.0018533446088074526 -0.00078631757026058986 -0.00047821304343087729 0.0013585418855092556 0.001523866968490963 0.0027240069735516514 -0.00052486554625044907 0.00080960388346472726 -0.0016237646757199294 -0.00057959642920826651 0.0014050055026894619 -0.0012478703556593231 -0.00054547525579796692 4.9650271463234623e-05 -0.00045793338741427123 0.00039551318165920266 -0.0023470475317513774 0.00090472314920656991
leaf_weight=50 81 46 83 100 52 179 63 86 75 50 48 59 2543 78 46 50 52
leaf_count=50 81 46 83 100 52 179 63 86 75 50 48 59 2543 78 46 50 52
internal_value=0 2.98039e-05 4.83425e-05 8.54299e-05 0.000563078 0.00021481 -0.00017408 2.43384e-05 -0.000534897 0.000207696 6.75447e-05 0.000750849 2.52969e-05 -0.000403786 -0.000775159 -0.00120226 0.000247237
internal_weight=0 3691 3610 3338 377 325 242 2961 211 125 2750 159 2591 272 174 128 98
internal_count=3741 3691 3610 3338 377 325 242 2961 211 125 2750 159 2591 272 174 128 98
is_linear=0
shrinkage=0.0995203


Tree=4666
num_leaves=12
num_cat=0
split_feature=18 1 1 23 9 21 8 4 1 0 20
split_gain=0.0134228 0.00529621 0.00662427 0.0141799 0.00577022 0.00902383 0.00740841 0.00495213 0.00829647 0.0107018 0.00914915
threshold=-0.47082499999999999 0.62198500000000012 0.49737500000000007 -0.022119999999999997 -0.093949999999999992 0.097380000000000022 -0.091284999999999991 0.13699000000000003 0.27552000000000004 -0.23099 -0.240845
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 8 10 -10 -6
right_child=1 -3 3 -5 7 -7 -8 -9 9 -11 -12
leaf_value=0.0016688994212404095 -0.00034014821639386308 0.00087210500921000036 0.00019341570447429067 -0.0017742575679356152 0.0012025725688656495 0.00053679390684701592 -0.0019732463342832648 -0.00087699135467382376 -0.00014355105418517692 0.0017584100939499719 2.6422201906120165e-05
leaf_weight=50 68 72 84 63 67 53 48 54 52 65 3065
leaf_count=50 68 72 84 63 67 53 48 54 52 65 3065
internal_value=0 2.67936e-05 9.74995e-06 -0.000644304 3.76775e-05 -0.00052897 -0.00102297 6.69182e-05 8.28585e-05 0.000906098 5.18439e-05
internal_weight=0 3691 3619 147 3472 169 116 3303 3249 117 3132
internal_count=3741 3691 3619 147 3472 169 116 3303 3249 117 3132
is_linear=0
shrinkage=0.0995203


Tree=4667
num_leaves=14
num_cat=0
split_feature=5 3 3 11 5 5 5 1 17 12 6 0 6
split_gain=0.01185 0.00536031 0.00483555 0.00828654 0.0052693 0.0111432 0.0284963 0.011087 0.0101256 0.00769873 0.0129234 0.00663326 0.010261
threshold=0.63455500000000009 -0.15154999999999999 -0.0043349999999999994 -0.08577499999999999 0.22078000000000006 0.062500000000000014 0.066815000000000027 -0.087734999999999994 -0.12647999999999998 -0.035284999999999997 -0.48214499999999999 -0.014889999999999999 -0.03764
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 9 -7 -8 11 -4 -11 12 -6
right_child=-2 2 4 -5 8 6 7 -9 -10 10 -12 -13 -14
leaf_value=-0.00088065643898977276 0.0014557668889616318 -0.0001938768355142833 -0.0012398532495102007 0.0014714760222591817 1.6948715329107513e-05 0.0026158368773999915 -0.00054358602030700151 0.00099239895035686636 -0.0016721532963720868 0.0016499595021261773 1.9158307663333938e-06 0.00063352088959267876 -0.0011182018623157254
leaf_weight=64 58 56 48 61 262 59 109 81 47 48 2647 89 112
leaf_count=64 58 56 48 61 262 59 109 81 47 48 2647 89 112
internal_value=0 2.1656e-05 3.78392e-05 0.000667387 1.65725e-05 6.71935e-05 0.00070469 0.00010692 -0.000278799 9.02527e-06 3.15725e-05 -0.000135588 -0.000320801
internal_weight=0 3683 3619 117 3502 2992 249 190 510 2743 2695 463 374
internal_count=3741 3683 3619 117 3502 2992 249 190 510 2743 2695 463 374
is_linear=0
shrinkage=0.0995203


Tree=4668
num_leaves=25
num_cat=0
split_feature=2 18 3 17 2 1 3 3 2 17 17 18 17 20 20 18 0 0 0 2 0 9 1 18
split_gain=0.00698023 0.007253 0.0167049 0.0656207 0.0230919 0.0428365 0.0208639 0.0145181 0.00990189 0.0086709 0.010217 0.00601286 0.01558 0.00763602 0.00911749 0.0132843 0.0377635 0.00739961 0.0111338 0.0199716 0.0176393 0.0108625 0.00879552 0.00593231
threshold=-0.241895 -0.0079049999999999988 0.084895000000000012 -0.0064000000000000003 -0.086414999999999992 -0.085574999999999998 0.08544000000000003 0.083875000000000019 -0.154305 0.51326500000000019 0.021725000000000005 0.022040000000000008 -0.14051499999999997 -0.16295499999999999 -0.092114999999999989 0.089505000000000015 -0.072529999999999997 -0.057604999999999996 -0.081094999999999987 -0.041009999999999998 -0.084834999999999994 -0.076039999999999983 0.44303500000000012 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
left_child=-1 2 3 4 7 -6 -4 -2 -8 10 -10 12 -3 -13 -15 16 -16 18 20 -20 -14 -19 -23 -17
right_child=1 11 6 -5 5 -7 8 -9 9 -11 -12 13 17 14 15 23 -18 21 19 -21 -22 22 -24 -25
leaf_value=0.0009603963734676267 -0.0002449572926057747 0.0019132360252742092 0.0018751546250523076 -0.0042107295008099489 0.0027612752612859786 -0.00094527937060156673 -0.0015951450406958892 -0.002649126344228544 -0.00018848210165859557 -0.0011480037087567411 0.00057318703202876751 -0.0013802826113001189 0.00024357257886197149 0.0011649719538513212 -0.00010885130165919756 0.0011247227553632313 -0.0032216071976703233 0.00068702295747669648 0.0024076060465168859 -0.00019317257903188581 -0.0016018869840677024 -0.0001970555764655103 -0.0021436066359306095 -9.3162979830086991e-06
leaf_weight=64 56 51 51 50 55 70 47 46 1024 77 210 46 605 56 172 49 50 47 60 56 56 48 46 657
leaf_count=64 56 51 51 50 55 70 47 46 1024 77 210 46 605 56 172 49 50 47 60 56 56 48 46 657
internal_value=0 -8.70692e-05 -0.00023917 -0.000946032 -0.000223328 0.000679056 -9.9625e-05 -0.00133722 -0.000174391 -0.000122832 -5.81991e-05 4.08065e-05 0.000219067 -0.000126102 -6.664e-05 -0.000141844 -0.00081361 0.000124055 0.000245143 0.001145 8.59865e-05 -0.000537408 -0.00115833 6.82323e-05
internal_weight=0 3685 1686 277 227 125 1409 102 1358 1311 1234 1999 969 1030 984 928 222 918 777 116 661 141 94 706
internal_count=3749 3685 1686 277 227 125 1409 102 1358 1311 1234 1999 969 1030 984 928 222 918 777 116 661 141 94 706
is_linear=0
shrinkage=0.0995203


Tree=4669
num_leaves=23
num_cat=0
split_feature=1 1 0 3 29 26 0 3 0 9 5 3 17 9 9 0 5 3 0 2 1 17
split_gain=0.00584572 0.010386 0.00715617 0.0116379 0.0144276 0.0082633 0.00919512 0.011711 0.0149691 0.00903123 0.0128772 0.00711675 0.0260763 0.0126897 0.0240067 0.0163066 0.0183258 0.00703386 0.00619043 0.00563811 0.00549247 0.00912163
threshold=0.0049450000000000015 0.0033150000000000007 -0.03431 0.14166500000000004 -1.0000000180025095e-35 0.097125000000000031 -0.068189999999999987 0.12015500000000003 -0.081424999999999984 0.11296000000000002 -0.10894 0.084505000000000011 -0.0064000000000000003 0.083925000000000013 0.084645000000000012 -0.087184999999999999 -0.0086449999999999982 0.084735000000000019 0.12433000000000002 -0.13535499999999998 -0.51744999999999985 -0.55380499999999999
decision_type=2 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 5 -5 6 7 8 -2 10 -7 12 13 15 -15 -1 -17 -13 20 -20 -19 -22
right_child=2 -3 -4 4 -6 9 -8 -9 -10 -11 -12 17 -14 14 -16 16 -18 18 19 -21 21 -23
leaf_value=-0.00069055093718993986 0.00046321503693154127 -0.0015338222084829234 -0.00071443434056763487 -0.0001867202378310865 0.0020261868103770737 -1.6534899027551909e-05 0.0012824638174268204 -0.0010483840430517289 -0.0011791146752576709 0.0005488692249139347 -0.0022271359409733473 0.0010538881857311653 -0.0020711843391722777 -0.0024428406724732684 0.00065022691104421539 0.002725292002605057 7.0498506970608819e-05 0.00093671789399879198 0.0013637680082297771 -2.3614235716111843e-05 -0.001255961287701715 -9.8752792205906011e-05
leaf_weight=74 472 52 89 48 72 55 74 76 62 48 51 56 83 52 47 46 60 48 55 59 70 2000
leaf_count=74 472 52 89 48 72 55 74 76 62 48 51 56 83 52 47 46 60 48 55 59 70 2000
internal_value=0 -0.0001397 0.000137051 0.00021701 0.0011342 8.46928e-05 0.000233829 0.000105275 0.000270999 -0.000572388 -0.00108785 -0.000112035 -0.000522277 -5.85563e-05 -0.000966146 0.00043607 0.0012303 -4.67701e-05 -7.4752e-05 0.000638556 -0.000113532 -0.000138281
internal_weight=0 2702 1047 958 120 838 684 610 534 154 106 2650 362 279 99 180 106 2288 2232 114 2118 2070
internal_count=3749 2702 1047 958 120 838 684 610 534 154 106 2650 362 279 99 180 106 2288 2232 114 2118 2070
is_linear=0
shrinkage=0.0995203


Tree=4670
num_leaves=14
num_cat=0
split_feature=2 5 2 3 3 26 26 5 1 5 2 5 9
split_gain=0.00521498 0.00718234 0.00511191 0.00530156 0.0352338 0.00799284 0.016899 0.00476488 0.0122177 0.00717711 0.0150668 0.00751352 0.00679502
threshold=-0.241895 0.63223000000000018 0.50951500000000005 0.084065000000000015 0.083815000000000014 0.089075000000000029 0.08488500000000003 0.30714500000000006 -0.043804999999999997 0.054660000000000007 -0.08569499999999998 0.0047850000000000011 0.092605000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 9 -9 11 -11 -5 -10
right_child=1 -3 -4 7 -6 -7 -8 8 12 10 -12 -13 -14
leaf_value=0.00083359553125658377 -0.00019637687630535673 -0.0011432941254862705 0.00088053139732432984 -3.8042938635080339e-05 -0.0028814026944714408 -0.0012688647715430399 0.0018002059326734129 0.0015074968028267206 -0.00095166398254665715 0.00030874408833492012 -0.00085995492155753299 0.00068223220139207561 0.00036369121702494291
leaf_weight=64 260 61 57 2290 50 47 50 70 56 174 290 153 127
leaf_count=64 260 61 57 2290 50 47 50 70 56 174 290 153 127
internal_value=0 -7.17197e-05 -5.34568e-05 -6.86113e-05 -0.000406814 -5.79393e-05 0.000123012 -2.47926e-05 0.000389013 -6.10883e-05 -0.000419929 6.73131e-06 -3.43486e-05
internal_weight=0 3685 3624 3567 407 357 310 3160 253 2907 464 2443 183
internal_count=3749 3685 3624 3567 407 357 310 3160 253 2907 464 2443 183
is_linear=0
shrinkage=0.0995203


Tree=4671
num_leaves=23
num_cat=0
split_feature=1 1 20 22 8 8 4 0 17 0 4 0 4 8 5 17 1 1 1 6 1 20
split_gain=0.00471762 0.00844663 0.00726838 0.00758235 0.00593859 0.0163623 0.00846954 0.0126128 0.015253 0.0108497 0.00823182 0.0176312 0.0118342 0.00789954 0.0637531 0.00846482 0.00551793 0.00670595 0.00820991 0.00792446 0.0127886 0.0121448
threshold=0.0049450000000000015 0.0033150000000000007 0.059705000000000015 0.079065000000000024 -0.086914999999999992 -0.087444999999999995 0.11541000000000003 -0.080434999999999993 -0.032404999999999996 -0.083694999999999992 0.10845500000000002 -0.014889999999999999 0.10300500000000003 -0.085764999999999994 -0.011964999999999998 0.043850000000000007 0.0099250000000000015 0.039665000000000013 0.054560000000000004 -0.050699999999999995 0.18123500000000006 -0.07825
decision_type=2 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 -4 5 6 7 9 -9 -1 12 -12 13 14 -6 -15 -2 -18 -19 21 -21 -20
right_child=2 -3 3 -5 10 -7 -8 8 -10 -11 11 -13 -14 15 -16 -17 17 18 19 20 -22 -23
leaf_value=-6.5351005665707952e-05 0.0012647512061026349 -0.0013773898577678285 -0.0013562493291637038 8.2829237648278188e-05 0.00099558823930813011 0.0017654551780412057 0.0011580789527592683 -8.3686784357567653e-06 -0.0024255185465341888 0.0013391308941670527 -0.0024649220365824177 0.00021924463907022494 0.0012105283966069183 5.1800124330285756e-06 -0.0038396928652344982 -0.00049966354126536154 -0.00079354010648125786 0.0013568930096250736 0.00081891544451476194 0.0016808459236633761 1.346170659245986e-05 -0.00029829406979715552
leaf_weight=443 49 52 62 85 65 57 58 59 47 62 47 49 62 1204 46 451 65 62 126 79 110 409
leaf_count=443 49 52 62 85 65 57 58 59 47 62 47 49 62 1204 46 451 65 62 126 79 110 409
internal_value=0 -0.000120098 0.000128519 -0.00051856 -9.51172e-05 0.000146782 7.64398e-06 -0.000100223 -0.00108785 0.00010546 -0.000186821 -0.00108635 -0.000139133 -0.000186979 -0.00100085 -0.000131899 0.000235118 0.00017487 0.000255997 0.00016059 0.000714742 -3.36454e-05
internal_weight=0 2702 1047 147 2650 726 669 611 106 505 1924 96 1828 1766 111 1655 900 851 786 724 189 535
internal_count=3749 2702 1047 147 2650 726 669 611 106 505 1924 96 1828 1766 111 1655 900 851 786 724 189 535
is_linear=0
shrinkage=0.0995203


Tree=4672
num_leaves=16
num_cat=0
split_feature=18 30 26 18 5 26 9 5 29 1 18 0 0 18 20
split_gain=0.0154145 0.00951549 0.00789995 0.0161692 0.030763 0.0138715 0.0132998 0.0275208 0.00705639 0.0084804 0.017218 0.0119686 0.0243968 0.00954261 0.00633994
threshold=0.31690500000000005 0.12198500000000002 0.11444500000000003 0.089365000000000014 -0.075744999999999993 0.11991000000000003 0.11296000000000002 -0.080724999999999991 0.0035350000000000004 -0.50388999999999995 -0.117225 -0.085794999999999996 -0.086474999999999996 -0.12363 -0.049534999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 6 -5 -6 7 -4 9 10 -1 12 -11 -13 -10
right_child=-2 -3 3 4 5 -7 -8 -9 14 11 -12 13 -14 -15 -16
leaf_value=-0.00064154426495286756 0.0018620645461298949 0.0013921328193026998 0.0024855931222562927 -0.0028584694264269196 0.0011553780851320877 -0.001073656172782287 -0.00087873681774140017 -0.00048192912877510237 0.00014511932822340741 0.00016843507272868476 0.0017272086039996392 0.00052076963613087804 0.0019943749189754107 -0.00021261020074644834 -0.0013769697488806611
leaf_weight=47 46 50 55 64 48 65 72 70 46 1273 84 199 77 1475 63
leaf_count=47 46 50 55 64 48 65 72 70 46 1273 84 199 77 1475 63
internal_value=0 2.84479e-05 9.48064e-06 -0.000423494 -0.00111453 -0.000119565 0.00019323 0.000817232 5.93431e-05 8.67732e-05 0.000871102 5.25253e-05 0.000273188 -0.000124939 -0.00072711
internal_weight=0 3688 3638 374 177 113 197 125 3264 3155 131 3024 1350 1674 109
internal_count=3734 3688 3638 374 177 113 197 125 3264 3155 131 3024 1350 1674 109
is_linear=0
shrinkage=0.0995203


Tree=4673
num_leaves=28
num_cat=0
split_feature=18 6 6 8 8 8 26 8 5 8 18 5 5 26 6 8 18 6 19 29 3 1 1 5 5 1 6
split_gain=0.0124983 0.0115283 0.0191626 0.0104353 0.0150133 0.0102083 0.0268874 0.0437613 0.0435015 0.0285177 0.0287915 0.0225172 0.0374846 0.0186807 0.015621 0.0130721 0.0105199 0.0100797 0.0118673 0.0105411 0.00826978 0.0288838 0.018099 0.00605596 0.0120763 0.00462706 0.00319912
threshold=0.31690500000000005 0.087670000000000012 0.087235000000000021 -0.071594999999999992 -0.076394999999999991 -0.073999999999999996 0.091570000000000026 -0.085165000000000005 -0.018754999999999997 -0.084044999999999995 -0.053034999999999992 -0.0073899999999999999 -0.02504 0.088325000000000028 0.091615000000000016 -0.065919999999999992 0.10698500000000001 0.041585000000000011 0.082490000000000022 -0.011859999999999999 0.10850000000000003 -0.061135000000000002 -0.063809999999999992 0.26676500000000009 0.19224000000000005 -0.003735 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 2 2 2 2 2 2
left_child=1 2 3 4 23 6 7 11 -9 16 26 12 -3 -10 -7 -16 -8 18 19 -5 22 -22 -17 24 -1 -20 -11
right_child=-2 5 -4 17 -6 14 9 8 13 10 -12 -13 -14 -15 15 20 -18 -19 25 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=1.3261094581447389e-05 0.0016767515849496885 1.9580032932069824e-05 0.0019784339862519698 0.0014249365345028085 -0.0014097212169096756 -0.0020310822286360572 -0.0015146639469227796 -0.0038595868049788326 0.00040866466044376873 0.00093256064509064825 0.0029526903543892671 -0.0014215780762244265 0.0032010148883171931 -0.0017033050595204073 -0.0015272844463565904 -0.0002841779973459892 0.00052415483824380118 -0.0010750295458430328 2.1498801450426349e-05 0.00039139467647365014 0.001050552431558373 -0.0024145109320632759 0.002099753706718019 0.00092401706426909033 -0.0015789619435372742 -0.0012026662366600987 -0.00023059944134270794
leaf_weight=1248 46 116 55 112 79 68 54 57 81 46 78 47 54 84 73 99 46 48 66 819 46 49 46 67 49 55 46
leaf_count=1248 46 116 55 112 79 68 54 57 81 46 78 47 54 84 73 99 46 48 66 819 46 49 46 67 49 55 46
internal_value=0 2.56168e-05 0.000139788 9.97003e-05 -7.58556e-05 -0.000245759 -2.13029e-05 -0.000503057 -0.00148636 0.000758961 0.00154471 0.000499134 0.00103497 -0.000661559 -0.000661298 -0.000361094 -0.000568621 0.000330742 0.000395662 0.00051661 -2.96636e-06 -0.000728074 0.000466459 7.98991e-07 -4.62612e-05 -0.000528175 0.000342083
internal_weight=0 3688 2598 2543 1443 1090 709 439 222 270 170 217 170 165 381 313 100 1100 1052 931 240 95 145 1364 1297 121 92
internal_count=3734 3688 2598 2543 1443 1090 709 439 222 270 170 217 170 165 381 313 100 1100 1052 931 240 95 145 1364 1297 121 92
is_linear=0
shrinkage=0.0995203


Tree=4674
num_leaves=21
num_cat=0
split_feature=17 6 6 17 17 17 1 5 5 8 9 6 9 4 4 20 1 4 1 8
split_gain=0.0162249 0.00718302 0.0159416 0.00914642 0.0113122 0.0216411 0.0208581 0.0401924 0.0305548 0.0106485 0.0189739 0.0179209 0.00570601 0.00806227 0.0228188 0.0109578 0.00791523 0.00727753 0.00897358 0.00310376
threshold=-0.5696199999999999 0.087670000000000012 0.087235000000000021 0.51544000000000012 0.070205000000000017 0.053575000000000012 -0.07002499999999999 -0.020074999999999999 -0.040404999999999996 -0.074844999999999981 0.090255000000000016 0.091615000000000016 0.11222500000000002 0.12061000000000001 0.11706000000000001 0.13407000000000005 0.018150000000000003 0.13240000000000005 0.51334500000000016 -0.046889999999999994
decision_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 5 9 7 -6 -8 10 -3 -11 13 14 15 -2 -14 -15 -19 -18
right_child=1 3 -4 -5 6 -7 8 -9 -10 11 -12 -13 16 17 -16 -17 19 18 -20 -21
leaf_value=0.0016252864001220706 0 -0.0003082603204199952 0.0017815397913712298 0.0011547467567982078 -0.00016788390043664015 0.0014817972255511437 -0.0014898815748523688 -0.003696337415811708 0.0018113080578195798 -0.0023035488811293876 0.0012266927724651666 -0.00031630104572364618 -0.00026244295775361371 -0.001350202788067351 0.0021937316404796623 0.0013131557437899646 0.00064805763356927913 -0.00061344984026069562 0.00093633902117769459 0.0018001131061648201
leaf_weight=63 2005 353 55 47 74 79 56 57 55 58 103 206 58 72 50 65 53 127 52 46
leaf_count=63 2005 353 55 47 74 79 56 57 55 58 103 206 58 72 50 65 53 127 52 46
internal_value=0 1.42016e-05 0.000104759 -0.000200037 -0.00026199 -8.03109e-05 -0.00085845 -0.00170942 0.000138468 -0.000252846 3.66554e-05 -0.000755995 6.79546e-05 2.91185e-05 9.25905e-05 4.14427e-05 0.00064924 -0.000503718 -0.000158658 0.00119163
internal_weight=0 3671 2583 1088 1041 799 242 131 111 720 456 264 2528 2371 2120 2070 157 251 179 99
internal_count=3734 3671 2583 1088 1041 799 242 131 111 720 456 264 2528 2371 2120 2070 157 251 179 99
is_linear=0
shrinkage=0.0995203


Tree=4675
num_leaves=17
num_cat=0
split_feature=17 17 1 6 26 3 17 17 17 9 26 8 26 0 6 0
split_gain=0.0133783 0.00619052 0.0190738 0.0258253 0.022534 0.0102286 0.00862299 0.00693913 0.00679317 0.00563285 0.00934363 0.0211751 0.00905074 0.00975813 0.00742802 0.00291466
threshold=-0.56368999999999991 0.26430000000000003 -0.050379999999999994 -0.007045 0.09167500000000002 0.096385000000000012 0.22924500000000006 0.32384000000000007 0.16128500000000004 0.11222500000000002 0.11377500000000003 -0.060034999999999998 0.11861500000000001 -0.076154999999999987 0.11056500000000001 -0.093375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 7 -3 -6 8 -4 9 10 14 -12 13 -11 -2 -9
right_child=1 2 3 -5 5 -7 -8 15 -10 12 11 -13 -14 -15 -16 -17
leaf_value=0.0012793073430494813 0.00010625657355824866 -0.0027522469729007099 -0.0013451349609145556 0.0020085123810995556 0.00058626275822521009 -0.0012618937088605599 0.0013409620343031005 0.00051428428826200123 -0.0011142449806118434 0 0.00016448319651620461 -0.0017437368524396682 -0.00027926284791546886 0.0016744429341771822 -0.00072132169651071697 -0.0003724128118993279
leaf_weight=84 2528 58 51 60 58 60 51 63 50 58 147 94 85 87 112 88
leaf_count=84 2528 58 51 60 58 60 51 63 50 58 147 94 85 87 112 88
internal_value=0 8.69304e-06 -0.000342019 0.00019358 -0.00114398 -0.00034654 5.67723e-05 -0.000341457 3.5794e-05 5.45406e-05 1.64101e-05 -0.000576405 0.000528606 0.00100783 7.08371e-05 0
internal_weight=0 3650 438 262 176 118 3212 202 3161 3111 2881 241 230 145 2640 151
internal_count=3734 3650 438 262 176 118 3212 202 3161 3111 2881 241 230 145 2640 151
is_linear=0
shrinkage=0.0995203


Tree=4676
num_leaves=33
num_cat=0
split_feature=9 9 9 2 18 9 17 18 0 0 0 9 3 18 17 8 9 8 17 0 3 9 5 5 8 8 8 8 20 5 5 4
split_gain=0.0172621 0.0455974 0.0693839 0.079463 0.0225866 0.0215782 0.015176 0.0138908 0.0101924 0.0264693 0.0257302 0.0139293 0.0425004 0.0174982 0.0211443 0.0128772 0.0308469 0.0207216 0.0285938 0.0175963 0.013205 0.0123871 0.00981486 0.0200628 0.0170271 0.0389458 0.020953 0.0227919 0.00948882 0.0327112 0.0278876 0.00696535
threshold=0.087885000000000019 0.089025000000000021 0.088770000000000029 -0.083974999999999994 0.0036600000000000005 0.087495000000000031 -0.54604999999999992 -0.060544999999999995 -0.082494999999999999 -0.081604999999999997 -0.080204999999999985 0.085145000000000012 0.085625000000000021 -0.0047450000000000001 -0.012064999999999999 -0.084855 0.083795000000000022 -0.086304999999999993 -0.012064999999999999 -0.087825 0.086605000000000029 0.084675000000000014 -0.039649999999999998 -0.045014999999999993 -0.078504999999999991 -0.083294999999999994 -0.07594999999999999 -0.073439999999999991 -0.010819999999999998 -0.061665000000000005 -0.074569999999999984 0.084755000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 -3 11 -10 -11 15 -13 14 -14 17 20 19 -19 -1 -17 31 23 28 25 -24 -26 -28 30 -30 -8 -12
right_child=1 6 -4 4 -6 -7 22 -9 9 10 21 12 13 -15 -16 16 -18 18 -20 -21 -22 -23 24 -25 26 -27 27 -29 29 -31 -32 -33
leaf_value=0.00037407748574804606 -0.0040098630268348475 -0.0021532525619311496 -0.005016432830670747 0.0018252651457976864 -0.00099038548139553117 0.0017330284798099658 -5.2080585119147201e-05 8.376189478964357e-05 -0.0019811761606144565 0.0018598480842640928 0.0006390154536230116 0.0028396708485902938 -0.00023974737854791852 -0.00096148854144542737 0.0022440014794785999 0.0011768926813936222 -0.0021343308114621898 -0.00014550099083148697 0.0030211685147953464 -0.0012216968201764725 -0.00027656365150658204 -0.0016535513625138042 -0.00042099721940643458 -0.0022360943831518138 -0.0015157045954830044 0.0026137744744773742 0.0021016492311455135 -2.4127416085953416e-05 -0.0001448731799180355 0.0025889773620818247 -0.0028142613440800728 -0.0002825867080818671
leaf_weight=368 50 64 47 72 46 82 173 47 76 65 105 78 77 87 60 80 78 51 62 84 273 55 80 47 77 87 58 355 373 49 46 356
leaf_count=368 50 64 47 72 46 82 173 47 76 65 105 78 77 87 60 80 78 51 62 84 273 55 80 47 77 87 58 355 373 49 46 356
internal_value=0 -0.000280532 -0.0016336 -0.000682333 0.000720701 0.000150942 -8.01702e-05 -0.00119867 8.41644e-05 -0.000234595 -4.71737e-06 0.000246139 0.00083843 0.000137914 0.000842051 6.57273e-05 -0.000342989 0.000378958 0.00158472 7.57064e-05 5.05126e-05 -0.000241181 1.1529e-05 -0.000250549 0.000287219 0.00115509 -6.89552e-06 0.000272426 -0.000103686 0.000170625 -0.000636003 -7.09015e-05
internal_weight=0 1671 215 168 118 2037 1456 111 1955 657 581 1298 302 224 137 996 431 565 113 452 353 516 1345 688 657 167 490 413 641 422 219 461
internal_count=3708 1671 215 168 118 2037 1456 111 1955 657 581 1298 302 224 137 996 431 565 113 452 353 516 1345 688 657 167 490 413 641 422 219 461
is_linear=0
shrinkage=0.0995203


Tree=4677
num_leaves=27
num_cat=0
split_feature=5 4 29 5 26 26 26 5 26 17 8 6 1 6 26 6 6 6 6 8 1 17 8 26 6 6
split_gain=0.0152857 0.00729155 0.0056498 0.00766031 0.00591134 0.0515672 0.0511729 0.0410846 0.0178852 0.0484546 0.0171954 0.0127976 0.0177033 0.0241091 0.0184553 0.0182195 0.0178882 0.0148261 0.0448553 0.0138727 0.00901257 0.0207213 0.00704358 0.0207365 0.0149083 0.00540041
threshold=0.62404000000000015 0.10252500000000002 0.084225000000000022 0.012305000000000002 0.089795000000000028 0.088435000000000027 0.088775000000000021 -0.025879999999999997 0.087745000000000031 -0.0096999999999999986 -0.081669999999999993 0.095080000000000012 -0.066524999999999987 0.12386500000000002 0.096275000000000013 0.10737000000000003 0.10737000000000003 0.086420000000000011 0.08866000000000003 -0.080055000000000001 -0.049499999999999995 -0.013125 -0.082014999999999991 0.078560000000000019 0.087575000000000028 -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=2 -2 4 -4 5 8 -7 -8 22 -10 -9 17 14 -14 15 -13 -16 20 -19 -20 21 -6 24 -24 -1 -22
right_child=1 -3 3 -5 11 6 7 10 9 -11 -12 12 13 -15 16 -17 -18 18 19 -21 25 -23 23 -25 -26 -27
leaf_value=5.845306339116877e-05 -0.00039342024276851895 -0.0021258204367205443 -0.0012186817057347784 0.00035679777189123074 -0.00056709416073089959 0.0042405422893895357 0.0028677311625779247 -0.0017246471660779046 -0.0037464624976406538 0.00042671989928268444 0.00087228205349867537 0.00051611513259092222 -0.0017785012442681667 0.0010117218940509825 0.00096546486457356224 0.0033415921909509655 -0.0013857262811768458 -0.0038213579191770527 -0.0011307290198156149 0.00042584565350721118 -4.6799128939412177e-05 0.002323503208222943 0 -0.0014700593516412432 0.0011451136852340849 -0.00084878445201485328
leaf_weight=851 50 49 84 47 52 54 55 54 46 68 47 46 74 52 89 46 50 46 122 105 290 46 914 106 147 118
leaf_count=851 50 49 84 47 52 54 55 54 46 68 47 46 74 52 89 46 50 46 122 105 290 46 914 106 147 118
internal_value=0 -0.00125914 -5.41049e-06 -0.000647184 1.85268e-05 0.000109101 0.00159714 0.000676869 -3.70862e-05 -0.00125002 -0.00050807 -0.000167481 0.000324688 -0.000620484 0.000843781 0.00193775 0.000113823 -0.000394084 -0.000985413 -0.000407121 -7.34281e-05 0.000781364 3.10285e-05 -0.000152412 0.000219333 -0.000280752
internal_weight=0 99 3609 131 3478 2342 210 156 2132 114 101 1136 357 126 231 92 139 779 273 227 506 98 2018 1020 998 408
internal_count=3708 99 3609 131 3478 2342 210 156 2132 114 101 1136 357 126 231 92 139 779 273 227 506 98 2018 1020 998 408
is_linear=0
shrinkage=0.0995203


Tree=4678
num_leaves=28
num_cat=0
split_feature=9 9 9 2 9 18 18 8 18 9 9 1 8 21 18 2 2 2 9 9 26 21 5 9 9 9 2
split_gain=0.0142803 0.0367463 0.0572149 0.0646562 0.0181105 0.0173541 0.00823046 0.0132823 0.0138609 0.0113461 0.0178065 0.027658 0.0852146 0.0157674 0.0121521 0.00710086 0.0221844 0.0249767 0.0176591 0.0131789 0.0128076 0.0081632 0.0129001 0.0120453 0.013624 0.0125181 0.00609559
threshold=0.087885000000000019 0.089025000000000021 0.088770000000000029 -0.083974999999999994 0.087495000000000031 0.0036600000000000005 -0.099739999999999995 -0.086404999999999996 -0.16233499999999998 0.087155000000000024 0.085465000000000027 -0.081744999999999998 -0.083504999999999982 0.085855000000000029 -0.093649999999999997 -0.083104999999999998 -0.081344999999999987 -0.079739999999999991 0.091750000000000012 0.09055500000000001 0.091485000000000025 0.11043500000000002 0.62404000000000015 0.093425000000000022 0.097510000000000027 0.091485000000000025 0.42136500000000005
decision_type=2 2 2 2 2 2 2 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 -5 7 -1 -9 10 14 12 -12 -13 -8 21 18 -18 -17 -19 -21 22 23 25 -25 -3 -16
right_child=1 15 -4 5 -6 -7 9 8 -10 -11 11 13 -14 -15 26 16 17 19 -20 20 -22 -23 -24 24 -26 -27 -28
leaf_value=0.00094580815461384356 -0.0036031909792373011 0 -0.0045377368105394712 0.0016322323988609503 0.0015909151049399791 -0.00083451133446917341 0.0014316458244652685 1.2220232725162848e-05 -0.0018035480096318217 -0.0012396052239454047 0.0053512501358544936 -0.00051766969508352677 -0.00036041635488202471 0.0015889295019986583 4.6731130323690638e-05 0.00016329046434291966 -0.00170376862149588 -0.0011874275750797568 0.0026910971730479648 0.0009386240738479913 -2.4889919571390305e-05 0.00068464299183515476 -0.001906053079701676 0.0016932823924698207 -0.00029104468761074104 -0.0019005939368986423 -0.00087628885139694993
leaf_weight=48 50 63 47 72 82 46 61 79 86 56 47 113 57 51 1282 57 86 74 54 179 571 58 61 46 133 74 75
leaf_count=48 50 63 47 72 82 46 61 79 86 56 47 113 57 51 1282 57 86 74 54 179 571 58 61 46 133 74 75
internal_value=0 -0.000250992 -0.00146567 -0.000601348 0.000141452 0.000663683 8.02369e-05 -0.000502834 -0.000929219 0.000152001 0.000198708 0.000942856 0.00221295 0.00013244 5.74881e-05 -7.10643e-05 7.17101e-05 -8.94625e-05 0.00140041 7.80275e-05 0.000203977 -0.000408056 -0.000578335 -0.000319444 0.000214321 -0.00102282 -3.68001e-06
internal_weight=0 1671 215 168 2037 118 1955 213 165 1742 1686 268 104 164 1418 1456 1021 910 111 824 750 435 377 316 179 137 1357
internal_count=3708 1671 215 168 2037 118 1955 213 165 1742 1686 268 104 164 1418 1456 1021 910 111 824 750 435 377 316 179 137 1357
is_linear=0
shrinkage=0.0995203


Tree=4679
num_leaves=21
num_cat=0
split_feature=9 9 9 0 9 18 18 9 18 20 8 1 6 1 20 20 20 5 9 2
split_gain=0.0115869 0.0298122 0.0463718 0.0598673 0.015368 0.00737174 0.0317544 0.0249194 0.0238179 0.0107136 0.00938019 0.0210869 0.0101606 0.00754593 0.00682318 0.0208824 0.0140486 0.00996481 0.008308 0.00593732
threshold=0.087885000000000019 0.089025000000000021 0.088770000000000029 -0.085349999999999995 0.087635000000000032 0.10361000000000002 0.088250000000000009 0.084565000000000015 0.11769500000000002 -0.053499999999999999 -0.51030999999999993 -0.50954999999999984 0.10615500000000003 -0.047889999999999995 -0.092114999999999989 -0.08323499999999999 -0.080094999999999986 0.62404000000000015 0.090695000000000012 -0.095204999999999998
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 10 9 -7 -8 -1 -12 -13 -10 19 -16 -17 18 -18 -3
right_child=1 14 -4 -5 -6 8 7 -9 13 -11 11 12 -14 -15 15 16 17 -19 -20 -21
leaf_value=0.001397880270244511 0.0014225157406287474 -0.00011209972766741727 -0.0040861402770680311 -0.0023362743587311031 0.0018514031973862371 -0.0021605248871935097 0.0015435605261197624 0.0031268955394705353 -0.00046637798226841344 -0.00045855967640029936 -0.0019806791912322405 8.7113765262713269e-05 -0.0012897502914702339 0.0011562774847681586 0.0020883093973551271 -0.00162585055375767 -0.00059250489891618269 -0.0011704670817363567 0.00017780509606093518 -0.0014441680349054462
leaf_weight=47 80 73 47 88 50 59 53 58 59 52 53 1497 55 54 46 55 161 68 990 63
leaf_count=47 80 73 47 88 50 59 53 58 59 52 53 1497 55 54 46 55 161 68 990 63
internal_value=0 -0.00022608 -0.00132018 -0.000541502 0.000127414 8.36206e-05 0.000142987 0.00146824 -0.000538072 0.000544238 1.17305e-05 -2.83508e-05 3.77928e-05 0.000301806 -6.39566e-05 4.57965e-06 -7.00146e-05 0 6.93441e-05 -0.00073518
internal_weight=0 1671 215 168 2037 1987 1815 163 172 105 1652 1605 1552 113 1456 1320 1274 1219 1151 136
internal_count=3708 1671 215 168 2037 1987 1815 163 172 105 1652 1605 1552 113 1456 1320 1274 1219 1151 136
is_linear=0
shrinkage=0.0995203


Tree=4680
num_leaves=18
num_cat=0
split_feature=0 26 18 26 9 9 26 26 26 9 9 18 0 0 0 0 0
split_gain=0.0133979 0.0179191 0.0130964 0.0201713 0.00890947 0.0134503 0.01635 0.00659155 0.02019 0.013093 0.019137 0.0135677 0.00559336 0.0187152 0.00694035 0.0099706 0.0106984
threshold=-0.068604999999999985 -0.16205499999999998 0.14994000000000005 0.11790500000000002 0.11296000000000002 0.10153500000000003 0.095150000000000026 0.10924500000000002 0.11444500000000003 0.096305000000000016 0.11351500000000002 0.089365000000000014 -0.071340000000000001 -0.073219999999999993 -0.075709999999999986 -0.077174999999999994 -0.077945
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 5 6 -3 12 -9 11 -11 -10 13 14 15 16 -1
right_child=1 2 -4 -5 -6 -7 -8 8 9 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=2.6597067776992097e-05 -0.0019814606445205606 -0.00032280906484252238 0.00099196192209562162 -0.0017656221118393836 0.00093158150399370941 -0.001567015356532159 0.0014815819761483464 0.0023416937267202748 0.00031340814568035536 0.0018021298256579064 -0.00066038129895780201 -0.0019742686404073582 -0.00083858077514193817 0.0017813878992398518 -0.00098161744219628713 0.0011679704284044325 -0.001430988622100057
leaf_weight=2250 64 440 76 91 64 73 56 50 57 77 52 46 73 60 69 74 51
leaf_count=2250 64 440 76 91 64 73 56 50 57 77 52 46 73 60 69 74 51
internal_value=0 -0.000377239 -0.000247878 -0.000379157 -0.000178546 -0.00030485 -0.000117437 6.98793e-05 0.000526797 0.000132127 0.000803144 -0.000700325 1.95613e-05 4.49059e-05 1.94047e-06 3.08601e-05 -5.35352e-06
internal_weight=0 864 800 724 633 569 496 2859 282 232 129 103 2577 2504 2444 2375 2301
internal_count=3723 864 800 724 633 569 496 2859 282 232 129 103 2577 2504 2444 2375 2301
is_linear=0
shrinkage=0.0995203


Tree=4681
num_leaves=33
num_cat=0
split_feature=0 3 3 1 1 1 1 1 5 21 3 18 21 18 9 1 17 9 5 5 1 8 20 21 8 3 1 8 21 5 0 20
split_gain=0.0108644 0.00821434 0.0353754 0.0273309 0.0259514 0.0212987 0.0289245 0.0345879 0.0128778 0.00942791 0.00876647 0.00813713 0.0181536 0.0113955 0.0129051 0.0117226 0.00749375 0.0258197 0.0133206 0.0222535 0.00895281 0.00683535 0.0177899 0.0187502 0.0157033 0.0247632 0.0154924 0.014047 0.00787407 0.00577493 0.0111238 0.00609468
threshold=-0.068604999999999985 0.097880000000000023 0.096775000000000014 0.061835000000000008 0.10637500000000003 0.007210000000000002 -0.023499999999999997 -0.072579999999999992 -0.068984999999999991 0.10940500000000002 0.10525500000000003 0.12317000000000002 0.095695000000000016 0.089020000000000016 0.095055000000000014 -0.51744999999999985 -0.46515999999999996 0.09550500000000002 0.062500000000000014 0.2686150000000001 -0.064534999999999995 -0.0049949999999999994 -0.092114999999999989 0.087625000000000022 -0.052214999999999998 0.09049500000000002 -0.00050999999999999993 -0.066544999999999993 0.10817500000000002 -0.46244499999999994 -0.14824999999999997 -0.037429999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 6 7 -3 -8 -7 -6 13 -13 15 -15 -2 17 -17 20 -20 -18 24 -23 26 27 -26 -24 28 -1 30 -12 -31
right_child=11 3 -4 4 10 9 8 -9 -10 -11 29 12 -14 14 -16 16 18 -19 19 -21 -22 22 23 -25 25 -27 -28 -29 -30 31 -32 -33
leaf_value=0.00011869565847775824 0.00097087447304006333 -0.00040435455881356595 -0.002440284111813352 -0.0024731163090624397 0.0012501853356525108 0.0031913899830696411 -0.0015982810786955568 0.0028533998088485111 0.00028798264274929909 0.0012018244071796782 -0.0011441748072828861 0.0017992117970118946 -0.00064529518653039816 -0.00045094196418595412 -0.0026785230358080401 0.001452622890255222 0.0007570280190522811 -0.0011236493788044258 -0.0027873081369662726 -0.00046865710743757938 -0.00057491596794292802 0.0012910174658181403 -0.00081907336066871302 -0.0021676614039601383 -0.00010966693253481211 0.0027827585925582943 0.001336912116621497 -0.0016705571169389358 -0.0010424246852569741 -0.00033107123080846468 0.00045345850999363213 0.0012450817728199613
leaf_weight=1543 64 53 59 46 51 49 59 81 90 49 108 53 69 61 46 76 71 78 65 114 167 49 116 69 63 54 46 47 60 48 71 48
leaf_count=1543 64 53 59 46 51 49 59 81 90 49 108 53 69 61 46 76 71 78 65 114 167 49 116 69 63 54 46 47 60 48 71 48
internal_value=0 6.29249e-05 -3.75941e-05 0.000345145 -0.000259914 0.00093806 0.000496452 0.00155878 -0.000453433 0.00220496 4.98672e-05 -0.000339696 0.000409953 -0.000464057 -0.00141625 -0.00030232 -0.000446459 0.000142442 -0.000665906 -0.0013152 -0.000174132 3.1258e-05 -0.000425017 -0.000792568 0.000104023 0.0012183 -0.000201826 2.45142e-05 7.47244e-05 -0.000169761 -0.000505903 0.000448478
internal_weight=0 2859 2106 753 372 381 283 134 149 98 326 864 122 742 107 635 571 154 417 179 238 2047 280 231 1767 117 162 1650 1603 275 179 96
internal_count=3723 2859 2106 753 372 381 283 134 149 98 326 864 122 742 107 635 571 154 417 179 238 2047 280 231 1767 117 162 1650 1603 275 179 96
is_linear=0
shrinkage=0.0995203


Tree=4682
num_leaves=19
num_cat=0
split_feature=1 0 26 0 0 8 4 20 20 4 21 20 4 4 21 9 0 8
split_gain=0.00894178 0.00790896 0.0116582 0.0108071 0.00987603 0.0167688 0.00820475 0.0169837 0.0261058 0.00985244 0.0100905 0.0423819 0.00871812 0.00791951 0.00812079 0.0082206 0.00613408 0.00950444
threshold=0.62256000000000011 -0.071029999999999996 -0.16205499999999998 -0.069569999999999993 -0.073464999999999989 -0.072559999999999999 0.10495500000000003 -0.060199999999999997 -0.012970000000000001 0.084900000000000017 0.090285000000000018 -0.0058900000000000003 0.11284500000000003 0.13864000000000004 0.13765500000000006 0.09550500000000002 -0.075424999999999992 -0.084044999999999995
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 6 -6 9 -8 -9 16 11 -11 -10 14 15 -5 17 -1
right_child=-2 2 3 13 5 -7 7 8 12 10 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0001607518293785933 -0.0012224101975423444 -0.0015758004309799347 -0.0014635047304096089 3.5490463219293029e-05 0.0023718872223521831 -0.00012601412001291955 -0.0006828872387952071 0.0030566901825825545 0.0014890441835046933 -0.0025549667477793511 0.00039842508830030906 0.001051933761578726 -9.2055754364959657e-05 0.00095137714745933131 0.0010115173906318777 -0.00065203450261712523 -0.00084314487694208675 0.00026882490176900948
leaf_weight=936 61 62 59 407 49 57 80 48 50 84 57 52 109 69 54 296 75 1118
leaf_count=936 61 62 59 407 49 57 80 48 50 84 57 52 109 69 54 296 75 1118
internal_value=0 -7.19009e-06 -0.000255035 -0.000161582 7.89576e-05 0.00102095 4.03718e-05 0.000542473 0.00102 -2.13356e-05 -0.000702431 -0.00116984 0.000399997 -6.75965e-05 -0.000161557 -0.000252829 4.00232e-05 7.26699e-05
internal_weight=0 3662 947 885 2715 106 2609 287 207 2322 193 136 159 826 757 703 2129 2054
internal_count=3723 3662 947 885 2715 106 2609 287 207 2322 193 136 159 826 757 703 2129 2054
is_linear=0
shrinkage=0.0995203


Tree=4683
num_leaves=8
num_cat=0
split_feature=7 12 28 10 10 5 5
split_gain=0.00841889 0.00626946 0.00817776 0.00819267 0.0046569 0.00368734 0.00486501
threshold=-0.10984999999999999 0.098385000000000028 0.080375000000000016 0.09056500000000002 0.086165000000000019 0.5252300000000002 0.51100000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.0011301459453941633 3.390976339600108e-05 -0.0011110338661937929 -0.001016987216007715 0.0011765574475276215 -0.00082128471205650537 0.0007387924050161216 -0.00070372435439627695
leaf_weight=67 3243 50 75 61 65 71 91
leaf_count=67 3243 50 75 61 65 71 91
internal_value=0 -4.11778e-06 1.10035e-05 3.30703e-05 1.27327e-05 2.88942e-05 1.35308e-05
internal_weight=0 3656 3606 3531 3470 3405 3334
internal_count=3723 3656 3606 3531 3470 3405 3334
is_linear=0
shrinkage=0.0995203


Tree=4684
num_leaves=24
num_cat=0
split_feature=19 26 26 2 9 26 3 6 6 3 6 26 7 6 6 6 6 7 9 26 2 4 2
split_gain=0.00683927 0.00695185 0.0140357 0.0167925 0.020445 0.0110858 0.00734846 0.0176008 0.0135107 0.0115915 0.0230864 0.0124076 0.0108662 0.0147145 0.0151255 0.0369557 0.0164875 0.00692282 0.0076783 0.00594088 0.0056849 0.00533849 0.0101887
threshold=-0.050215000000000003 0.089150000000000021 0.090625000000000025 -0.083344999999999989 0.089605000000000018 0.091195000000000012 0.086850000000000024 0.089165000000000022 0.087670000000000012 0.08544000000000003 -0.088734999999999994 0.087495000000000031 -0.075879999999999989 -0.12272499999999999 -0.095324999999999993 -0.099455000000000002 -0.090715000000000004 1.0000000180025095e-35 0.088510000000000019 0.091765000000000027 -0.074679999999999983 0.11541000000000003 -0.029394999999999998
decision_type=2 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 6 3 -3 -5 -4 7 8 9 11 -11 -2 -8 17 15 -15 -16 18 -14 -7 -1 22 -21
right_child=1 2 5 4 -6 19 12 -9 -10 10 -12 -13 13 14 16 -17 -18 -19 -20 21 -22 -23 -24
leaf_value=-0.0015805557750114983 9.1526032694593117e-05 0.0023576996390042996 -0.0012211132158174961 -0.00062971400890447467 0.0018653093768356529 0.0011463381861400561 0.0016036568346860316 0.0010830269187094605 -0.0016255651784191126 0.00053509977101268266 -0.0021286847226665321 -0.0016030489089487916 -0.0013931804514287661 -7.4159163930654024e-05 -0.0012781861485849787 0.0032634907774868457 0.00016903055743010687 0.0002855384827742745 8.6293803402505068e-06 0.00014460273645926236 -1.4740422425553685e-05 0.00096050753854266477 -0.0013464795811357704
leaf_weight=46 474 64 58 79 55 61 46 85 83 52 83 47 127 88 84 52 1076 56 54 819 48 71 48
leaf_count=46 474 64 58 79 55 61 46 85 83 52 83 47 127 88 84 52 1076 56 54 819 48 71 48
internal_value=0 6.95208e-05 0.000259484 0.00102898 0.000388254 0.000114566 -2.91854e-05 -0.000270463 -0.00042725 -0.000274386 -0.00109657 -5.97724e-05 9.589e-05 5.02323e-05 0.000182205 0.00115969 6.35263e-05 -0.000670213 -0.000970438 0.000192933 -0.0007897 0.000130058 6.11072e-05
internal_weight=0 3662 1255 198 134 1057 2407 824 739 656 135 521 1583 1537 1300 140 1160 237 181 999 94 938 867
internal_count=3756 3662 1255 198 134 1057 2407 824 739 656 135 521 1583 1537 1300 140 1160 237 181 999 94 938 867
is_linear=0
shrinkage=0.0995203


Tree=4685
num_leaves=26
num_cat=0
split_feature=5 19 2 2 26 1 5 1 21 29 2 5 5 2 18 10 5 1 20 5 18 20 19 2 0
split_gain=0.0135694 0.00644588 0.00778414 0.0156734 0.00634734 0.0145981 0.00868083 0.0173197 0.0584476 0.0148977 0.0136223 0.0128 0.0111499 0.0110325 0.00898076 0.0138809 0.00657506 0.00662832 0.0106388 0.00577019 0.00646856 0.00536069 0.00397001 0.00340711 0.00238001
threshold=0.6362850000000001 0.096755000000000022 -0.081204999999999986 -0.085804999999999992 -0.085165000000000005 -0.11064999999999998 -0.14822499999999997 0.051820000000000012 0.094640000000000016 -0.0074799999999999997 -0.073369999999999991 -0.44524499999999995 -0.42170999999999997 -0.070354999999999987 -0.14624999999999996 0.082245000000000026 -0.49053999999999998 -0.046044999999999996 -0.073314999999999991 -0.035924999999999999 0.11570500000000002 -0.09280999999999999 0.12840500000000002 -0.082294999999999993 -0.083995
decision_type=2 2 2 2 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 24 5 -1 9 14 -9 11 -10 -6 21 -14 23 -16 -7 -18 -19 20 -4 -11 -22 -8 -3
right_child=-2 2 19 -5 6 16 7 8 10 12 -12 -13 13 -15 15 -17 17 18 -20 -21 22 -23 -24 -25 -26
leaf_value=-0.0016464563388796166 -0.0015848208382047578 -0.00049207555068269304 0.0011947002853201823 -0.0019246401711704812 -6.583891090643046e-05 0.00096167187776208056 -1.8255456998120753e-05 0.0039584957986433375 -0.00086291519551155553 -0.0011193954790490075 0.0011605792325972912 0.0020717493741346494 -0.00021869987540418912 -0.0021618412085860198 0.00017160325554637143 0.0018359478582995257 0.00070544489557301012 0.00018420398194344612 -0.0013567483251091578 -0.00075110038919346293 -0.00065560141305557674 2.0922421444505637e-05 0.00054585665715413271 -0.0010767731778889085 0.00050917040018211475
leaf_weight=64 50 46 60 73 66 58 53 53 73 48 60 47 54 65 2041 51 57 95 82 63 58 265 51 75 48
leaf_count=64 50 46 60 73 66 58 53 53 73 48 60 47 54 65 2041 51 57 95 82 63 58 265 51 75 48
internal_value=0 6.52478e-05 -0.000312074 -0.000830503 0.00011102 -0.00028512 0.000159087 0.000240479 0.00116367 -0.00019873 4.37844e-05 0.000816003 -0.000466053 -0.00128696 0.000162762 0.000212569 1.0452e-05 -0.000221822 -0.000525059 5.75771e-05 0.000363881 -0.000151335 -8.5941e-05 -0.000644876 1.04902e-05
internal_weight=0 3706 399 167 3307 356 2951 2406 186 545 133 113 432 119 2220 2092 292 234 177 232 169 313 109 128 94
internal_count=3756 3706 399 167 3307 356 2951 2406 186 545 133 113 432 119 2220 2092 292 234 177 232 169 313 109 128 94
is_linear=0
shrinkage=0.0995203


Tree=4686
num_leaves=9
num_cat=0
split_feature=17 1 28 35 12 4 4 3
split_gain=0.00687084 0.0104234 0.00696002 0.00654297 0.0122516 0.00545198 0.0190807 0.00841095
threshold=-0.55380499999999999 -0.49056499999999997 0.080375000000000016 0.004000000000000001 -0.010699999999999999 0.14699000000000004 0.13864000000000004 0.083875000000000019
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 7 -6
right_child=2 -3 -4 -5 5 -7 -8 -9
leaf_value=-2.3788739766576743e-06 0.0013867223799961868 -0.0018759032451675991 -0.00084112150329700651 -0.0010920907547702261 -0.00048317127200221861 -0.0007940006555703441 0.002105917393074236 0.00011032638948582495
leaf_weight=84 72 46 82 46 256 70 46 3054
leaf_count=84 72 46 82 46 256 70 46 3054
internal_value=0 -0.000671616 6.44059e-05 8.55887e-05 0.00010131 7.40568e-05 9.24068e-05 6.41771e-05
internal_weight=0 130 3626 3544 3498 3426 3356 3310
internal_count=3756 130 3626 3544 3498 3426 3356 3310
is_linear=0
shrinkage=0.0995203


Tree=4687
num_leaves=13
num_cat=0
split_feature=5 17 28 20 20 29 1 20 3 21 21 21
split_gain=0.0108085 0.00542365 0.00562902 0.00631357 0.0265909 0.00871475 0.0110086 0.0112959 0.00752603 0.00704131 0.0241981 0.00720363
threshold=0.6362850000000001 -0.56655999999999984 0.080375000000000016 -0.01137 -0.017315000000000001 0.0035350000000000004 -0.50290499999999982 -0.0078249999999999986 0.09697500000000002 0.099685000000000024 0.10343500000000001 0.096505000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 6 8 -8 -5 11 -11 -3
right_child=-2 2 -4 5 -6 -7 7 -9 -10 10 -12 -13
leaf_value=-0.00077101216321471958 -0.0014180696787332294 -7.8628343361080542e-05 -0.00075742483337386246 0.00051177729746380309 -0.0024066352200393872 -0.00085993675740008791 0.0014572963025723722 0.00013216719814262894 0.0021666714561997934 0.0023815501109197934 4.5479675353570332e-05 -0.0013221806419570791
leaf_weight=77 50 838 79 71 47 75 66 1985 46 51 322 49
leaf_count=77 50 838 79 71 47 75 66 1985 46 51 322 49
internal_value=0 5.45959e-05 7.23392e-05 9.1035e-05 -8.23916e-05 0.000192456 0.00022924 0.000175208 0.00116942 3.65677e-06 0.000367084 -0.000148248
internal_weight=0 3706 3629 3550 1307 2243 2168 2051 117 1260 373 887
internal_count=3756 3706 3629 3550 1307 2243 2168 2051 117 1260 373 887
is_linear=0
shrinkage=0.0995203


Tree=4688
num_leaves=13
num_cat=0
split_feature=28 5 5 9 5 21 29 3 21 17 17 20
split_gain=0.00824754 0.0064769 0.00629155 0.0113887 0.00779564 0.00665119 0.0092811 0.00922268 0.00891313 0.0139919 0.0110088 0.00572914
threshold=0.080375000000000016 0.62931500000000018 0.51100000000000012 0.097680000000000031 0.40898000000000007 0.094640000000000016 0.0035350000000000004 0.086850000000000024 0.10068500000000002 0.0031350000000000006 -0.24445500000000001 -0.077044999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 9 -7 -10 -6
right_child=-2 -3 3 -5 11 8 -8 -9 10 -11 -12 -13
leaf_value=-0.00021394244100732393 0.00098805753537941992 0.00087558027327705999 -0.0014413083132419021 0.00044283959855383583 0.001638957272441291 -0.0020333950186321062 -0.0010752920437139895 0.00018044391392871138 -0.0013606354002986723 0.00015118941296461113 4.3098912630529701e-05 8.2263792073895671e-05
leaf_weight=862 82 78 82 51 48 69 74 1837 64 49 402 48
leaf_count=862 82 78 82 51 48 69 74 1837 64 49 402 48
internal_value=0 -2.1124e-05 -4.08567e-05 -0.000712661 -1.47436e-05 -4.02638e-05 2.37462e-05 5.41825e-05 -0.000345603 -0.0011193 -0.000147932 0.000869138
internal_weight=0 3664 3586 133 3453 3357 2773 2699 584 118 466 96
internal_count=3746 3664 3586 133 3453 3357 2773 2699 584 118 466 96
is_linear=0
shrinkage=0.0995203


Tree=4689
num_leaves=18
num_cat=0
split_feature=26 26 26 1 8 8 8 3 36 18 18 18 1 2 8 2 2
split_gain=0.00837416 0.0204581 0.0174294 0.00701648 0.0082102 0.0112857 0.0108834 0.009511 0.00808525 0.00661838 0.0174204 0.0112216 0.0063776 0.00574029 0.0066457 0.00490243 0.00538799
threshold=-0.14224499999999998 -0.22491999999999998 -0.100565 0.0033150000000000007 0.041960000000000011 0.085560000000000011 1.0000000180025095e-35 0.10502000000000002 0.088355000000000031 -0.11166 -0.098315 -0.14624999999999996 0.0049450000000000015 0.41639000000000009 -0.076554999999999998 -0.045109999999999997 -0.095649999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -2 4 6 -6 9 -7 12 11 -11 -4 -5 14 -14 16 -1
right_child=2 -3 3 8 5 7 -8 -9 -10 10 -12 -13 13 -15 -16 -17 -18
leaf_value=0.00021364186910890768 -0.0017333742560654232 0.0021806654053360833 4.6692860565652707e-05 -0.0013746883650300127 0.0020038659675185948 -0.00083008827381248558 -0.001435806046514622 0.00093369862394582876 0.00097160641877888719 -0.0017687654873209705 5.9072177187561172e-05 0.0016746738202907975 0.0001535299377785049 -0.0012856219356514559 -0.00041405158842585586 0.00091166488179232857 -0.0011204710206313727
leaf_weight=78 59 59 118 52 50 50 49 76 52 53 2007 66 352 49 482 46 48
leaf_count=78 59 59 118 52 50 50 49 76 52 53 2007 66 352 49 482 46 48
internal_value=0 0.000581368 -3.7209e-05 -8.01559e-06 8.13956e-05 0.000736648 3.07444e-05 0.000227286 -0.000232509 6.31329e-05 1.16479e-05 0.000635092 -0.000300351 -0.000236156 -0.000173515 2.80119e-05 -0.000288095
internal_weight=0 231 3515 3456 2469 176 2293 126 987 2244 2060 184 935 883 834 172 126
internal_count=3746 231 3515 3456 2469 176 2293 126 987 2244 2060 184 935 883 834 172 126
is_linear=0
shrinkage=0.0995203


Tree=4690
num_leaves=22
num_cat=0
split_feature=26 26 26 3 17 9 2 9 26 3 26 3 0 26 0 18 0 0 26 20 3
split_gain=0.0070881 0.0168448 0.00767284 0.0192184 0.0950593 0.0129099 0.0244492 0.0314279 0.00964876 0.00832519 0.00855084 0.00938843 0.00803905 0.0388822 0.0317476 0.0279973 0.0187623 0.0108165 0.0104927 0.0118504 0.00602757
threshold=-0.15866 -0.230515 0.087625000000000022 0.084855000000000028 -0.0088649999999999996 0.086635000000000031 -0.086414999999999992 0.084835000000000022 0.08734500000000002 0.08708500000000001 0.088545000000000026 0.087975000000000012 -0.084369999999999987 0.086255000000000012 -0.085794999999999996 -0.031494999999999995 -0.086944999999999995 -0.088174999999999989 0.084735000000000019 -0.010035000000000001 0.098000000000000018
decision_type=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 8 4 -4 6 -5 -8 12 -7 -11 -12 14 18 16 -16 17 -2 19 -14 -1
right_child=2 -3 3 5 -6 9 7 -9 -10 10 11 -13 13 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.00078988669992671712 -0.00013444954300269706 0.0021195248837868339 -0.0013930934785880312 0.001051254308028724 0.004275463591156943 0.0013147259825061887 -0.00021391460363089884 -0.0033766673877464711 -0.0013537682322215829 0.0010926740865124802 -0.0011688765751397183 9.1116129454337427e-05 0.00067622462864950724 0.002309298768806979 -0.00038641842506554757 -0.0037575390176176606 0.0016095242786036011 -0.001381366548047048 -0.0010983463696245162 -0.0002400937151033488 0.00054684404265225076
leaf_weight=55 886 52 60 53 57 58 79 52 65 79 62 1052 202 73 52 47 58 75 91 453 85
leaf_count=55 886 52 60 53 57 58 79 52 65 79 62 1052 202 73 52 47 58 75 91 453 85
internal_value=0 0.000589861 -3.09322e-05 0.000134862 0.00136152 3.42785e-05 -0.000743313 -0.00147561 -0.000159869 0.000149303 9.19573e-05 2.0256e-05 -0.000119382 0.000116783 -0.00029312 -0.00199512 -0.00012696 -0.000232615 -9.66684e-05 4.12463e-05 1.58524e-05
internal_weight=0 192 3554 1552 117 1435 184 131 2002 1251 1193 1114 1937 819 1118 99 1019 961 746 655 140
internal_count=3746 192 3554 1552 117 1435 184 131 2002 1251 1193 1114 1937 819 1118 99 1019 961 746 655 140
is_linear=0
shrinkage=0.0995203


Tree=4691
num_leaves=15
num_cat=0
split_feature=28 2 2 0 1 17 2 27 3 2 1 17 17 3
split_gain=0.00561089 0.00498425 0.00648364 0.00606671 0.0125117 0.0188688 0.00575995 0.00876513 0.0054963 0.00523203 0.00447207 0.00739739 0.00996418 0.011737
threshold=0.080375000000000016 -0.0088099999999999984 -0.013944999999999999 0.12433000000000002 -0.15528499999999998 -0.15450999999999998 -0.026175 0.096090000000000023 0.10502000000000002 -0.0038150000000000002 -0.50954999999999984 -0.11491499999999999 -0.088525000000000006 0.090905000000000027
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 -6 -5 -3 -11 -12 -13 -14
right_child=-2 9 -4 8 6 -7 -8 -9 -10 10 11 12 13 -15
leaf_value=-3.6115450494451864e-05 0.00081491546096361758 -0.0011061940207052073 0.00099323579823730164 0 2.8236709548070532e-05 -0.0025592173726785706 -0.00089699404129117536 0.0011907121157876748 0.0014457556914689348 -0.0011032541009109761 0.00073801067045963691 -0.0015899271514459498 0.00073716509188930586 -0.00039390713397922348
leaf_weight=80 82 65 69 49 2514 47 64 66 55 47 90 49 123 346
leaf_count=80 82 65 69 49 2514 47 64 66 55 47 90 49 123 346
internal_value=0 -1.74662e-05 3.96962e-05 1.65265e-05 -1.11895e-05 -0.000976308 3.48587e-05 5.82918e-05 0.000762868 -0.000252334 -0.00016635 -9.2578e-05 -0.000238469 -9.55265e-05
internal_weight=0 3664 2944 2875 2771 127 2644 2580 104 720 655 608 518 469
internal_count=3746 3664 2944 2875 2771 127 2644 2580 104 720 655 608 518 469
is_linear=0
shrinkage=0.0995203


Tree=4692
num_leaves=33
num_cat=0
split_feature=3 9 1 6 17 9 8 17 1 9 3 17 26 26 20 0 20 1 1 3 9 0 8 1 3 3 3 3 26 3 9 17
split_gain=0.00893406 0.0166392 0.0321113 0.0521311 0.0122479 0.0194955 0.0149773 0.043235 0.0207124 0.00831778 0.0112216 0.0108097 0.00970808 0.0154343 0.0139093 0.0161306 0.0258827 0.0129836 0.0190313 0.0123308 0.0125681 0.00818745 0.0126344 0.022423 0.00747621 0.0224922 0.0113917 0.0102245 0.00724594 0.00653344 0.00699211 0.00464806
threshold=0.084735000000000019 0.084380000000000024 -0.077634999999999996 0.085465000000000027 -0.14813999999999997 0.083925000000000013 -0.085764999999999994 -0.010239999999999999 -0.085574999999999998 0.08648500000000002 0.087170000000000011 -0.0065549999999999992 0.082250000000000031 0.083825000000000024 -0.071149999999999991 -0.225295 -0.0058900000000000003 0.066150000000000028 -0.0051399999999999996 0.16149500000000003 -0.094329999999999997 -0.066264999999999991 -0.080835000000000004 -0.082195000000000004 0.11125500000000002 0.11462500000000002 0.11663500000000003 0.10792500000000002 0.11659500000000002 0.087745000000000031 0.08758500000000001 -0.098644999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 8 -8 -6 12 11 -11 14 -14 17 16 -16 18 31 20 -17 22 23 -15 27 -26 -27 29 -28 -12 -31 -2
right_child=9 2 -4 -5 5 -7 7 -9 -10 10 24 -13 13 21 15 19 -18 -19 -20 -21 -22 -23 -24 -25 25 26 28 -29 -30 30 -32 -33
leaf_value=0.0012702452916792217 0.00082893899229036726 0.0046228053530053183 -0.00035112406351718779 0.00012356109787884609 -0.0023075924750114037 -0.0019600300809079598 0.0030250968784250667 -0.00062515777979727731 0.00024375607666199137 0.0020696598899169311 -0.0011067974811773294 5.137193338360695e-05 -0.0021737662175137311 0.00077300405578554902 -0.0031814382051662082 0.0014043303684113781 1.1274703637824746e-05 -0.00068708112652032306 0.0023639768667723265 -0.0014111422502005465 -0.00012966899850994464 0.00080188502786809619 -0.0020396579157964654 -0.00083064066791926612 0.0018185328312188922 -0.0014084166620774788 -4.4529406141361285e-05 -0.0012788069790995666 0.001191690694585744 0.00076320996367138839 -9.7118823906856085e-05 -0.0004674004453448602
leaf_weight=59 57 49 83 54 49 57 53 81 87 51 58 56 56 120 47 65 53 59 65 58 281 48 51 305 82 50 211 74 60 102 1123 52
leaf_count=59 57 49 83 54 49 57 53 81 87 51 58 56 56 120 47 65 53 59 65 58 281 48 51 305 82 50 211 74 60 102 1123 52
internal_value=0 0.000323595 0.00109702 0.00227193 -4.69729e-05 -0.00028714 6.29944e-05 0.000812491 -0.000669461 -0.000103437 3.12654e-05 0.00102101 -0.000295014 -0.000599738 -5.40929e-05 -0.000349071 -0.00148111 0.000580459 0.00101496 -6.68361e-05 0.000156144 -0.000429959 -0.000555898 -0.000375921 -2.84415e-05 0.00034736 -2.59038e-05 -0.00014065 0.000226152 -7.43658e-05 -2.4815e-05 0.000202992
internal_weight=0 572 186 103 386 327 270 134 136 3184 1867 107 1317 580 737 504 100 233 174 404 346 524 476 425 1760 403 321 1357 271 1283 1225 109
internal_count=3756 572 186 103 386 327 270 134 136 3184 1867 107 1317 580 737 504 100 233 174 404 346 524 476 425 1760 403 321 1357 271 1283 1225 109
is_linear=0
shrinkage=0.0995203


Tree=4693
num_leaves=15
num_cat=0
split_feature=7 3 9 4 26 8 2 8 17 1 1 5 27 9
split_gain=0.00823827 0.00793184 0.0198757 0.0344488 0.0133495 0.0232205 0.0263048 0.0175473 0.00699104 0.00587462 0.0135954 0.012614 0.00709224 0.00700921
threshold=-0.074334999999999998 0.084290000000000018 0.08401500000000002 0.077765000000000015 0.087045000000000025 -0.085764999999999994 -0.032624999999999994 -0.090969999999999995 -0.56655999999999984 -0.50290499999999982 -0.44477499999999998 0.27139000000000008 -0.032854999999999995 0.084515000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 7 -7 -2 -3 11 -11 -10 -12 -14
right_child=1 8 3 -5 -6 6 -8 -9 9 10 12 -13 13 -15
leaf_value=-0.0010272890402302222 0.00021694709841950277 -0.0011235110263287944 0.0030169646537763837 -6.234414165607268e-05 -0.0014037146306107452 0.002985968621510108 8.0392316550549986e-05 -0.0022307782813659905 -0.00021665972344086661 -0.001583695082471347 0.00089736903837607485 0.0018442969116507948 -0.00033642992372666315 1.9588675924278618e-05
leaf_weight=81 72 61 66 78 60 49 85 48 70 58 77 50 731 2170
leaf_count=81 72 61 66 78 60 49 85 48 70 58 77 50 731 2170
internal_value=0 -1.22786e-05 0.00037494 0.00134332 -6.65509e-05 0.000246092 0.00114899 -0.000755322 -6.76609e-05 -4.69938e-05 -7.42296e-05 0.000635251 -4.45561e-05 -6.98394e-05
internal_weight=0 3675 458 144 314 254 134 120 3217 3156 3036 120 2978 2901
internal_count=3756 3675 458 144 314 254 134 120 3217 3156 3036 120 2978 2901
is_linear=0
shrinkage=0.0995203


Tree=4694
num_leaves=19
num_cat=0
split_feature=18 3 9 9 20 7 18 18 1 26 1 3 3 26 36 27 7 7
split_gain=0.0109408 0.0399166 0.0115888 0.017968 0.0121091 0.00858902 0.00892184 0.0225288 0.0156144 0.0130949 0.0151491 0.00803947 0.00737567 0.00699795 0.00698951 0.00507921 0.00958518 0.0134021
threshold=-0.10082999999999999 0.084795000000000023 0.087155000000000024 0.091885000000000022 -0.0094199999999999996 -0.074334999999999998 -0.084954999999999989 -0.086894999999999986 -0.0088199999999999997 0.088325000000000028 -0.018369999999999997 0.11578500000000001 0.12212000000000002 0.091275000000000023 0.08605500000000002 -0.032854999999999995 0.083320000000000019 0.069395000000000026
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 -3 -2 7 8 9 10 -7 13 -13 -5 15 -8 17 -17
right_child=5 2 3 11 -6 6 14 -9 -10 -11 -12 12 -14 -15 -16 16 -18 -19
leaf_value=0.002908060217487123 -0.0011883057854985108 0.0003477641325477804 0.0021860056168772389 3.2986558917370941e-05 -0.001372635642799704 0.00029651935447797337 0.0010587166563749495 -0.0023383005099209021 0.0011622692696432204 -0.0016672306264491573 -0.0015904284764014401 -0.0014370710207584928 0.00025383090900318254 0.0015934118191775735 -0.00086966069690676013 2.2699917194014885e-06 -0.0012189061768549951 0.0017167670361540946
leaf_weight=56 70 74 50 75 88 179 46 57 67 74 55 49 52 47 90 2519 62 46
leaf_count=56 70 74 50 75 88 179 46 57 67 74 55 49 52 47 90 2519 62 46
internal_value=0 0.000406716 8.28214e-05 0.000480164 -0.000581721 -9.70339e-05 -7.28687e-05 -0.000493479 -0.000210883 -0.000512246 -0.000143496 9.40167e-05 -0.000558403 0.000640844 -6.80927e-06 2.19367e-05 3.47059e-06 3.33365e-05
internal_weight=0 491 435 273 162 3265 3195 432 375 308 234 223 101 122 2763 2673 2627 2565
internal_count=3756 491 435 273 162 3265 3195 432 375 308 234 223 101 122 2763 2673 2627 2565
is_linear=0
shrinkage=0.0995203


Tree=4695
num_leaves=17
num_cat=0
split_feature=12 21 21 20 1 1 21 4 4 4 17 17 20 20 27 0
split_gain=0.00640581 0.00559528 0.0157061 0.00893522 0.00825814 0.016141 0.0345744 0.0120078 0.00581124 0.0104591 0.0069154 0.0382837 0.00730873 0.0147109 0.00993489 0.00522877
threshold=-0.082629999999999995 -0.013044999999999999 -0.026109999999999998 -0.0078249999999999986 0.18123500000000006 -0.025874999999999999 -0.084114999999999995 0.090860000000000024 0.15221500000000004 0.14154500000000006 0.053575000000000012 0.060860000000000011 -0.075334999999999999 -0.077579999999999996 0.10274500000000002 -0.085794999999999996
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 -2 -7 -6 9 10 12 -12 13 -3 -14 -13
right_child=1 8 -4 -5 7 6 -8 -9 -10 -11 11 15 14 -15 -16 -17
leaf_value=-0.0010073065739641827 -0.00084199279760344495 0.000113513370367655 -0.0017829646993012122 -0.001217785996220257 -0.0018324855129287971 2.5141751089590144e-06 0.0031928484536736389 0.00028067287858423096 0.0011464098259968841 -0.0014083416040556339 0.0030904177434713416 0.00045680534101579786 -0.00018479265348178285 0.0019306191898271659 0.0011162821200771417 -0.0001023591597232107
leaf_weight=65 67 567 64 60 46 109 49 62 46 50 46 277 1732 48 60 408
leaf_count=65 67 567 64 60 46 109 49 62 46 50 46 277 1732 48 60 408
internal_value=0 -1.0324e-05 -0.000336454 -9.88068e-05 0.000100353 0.000445823 0.000997103 -0.000611797 3.55086e-05 1.92225e-05 4.22298e-05 0.00031044 -3.8885e-05 0.000256668 -0.000140773 0.00012256
internal_weight=0 3691 457 393 333 225 158 108 3234 3188 3138 731 2407 615 1792 685
internal_count=3756 3691 457 393 333 225 158 108 3234 3188 3138 731 2407 615 1792 685
is_linear=0
shrinkage=0.0995203


Tree=4696
num_leaves=18
num_cat=0
split_feature=10 0 5 2 17 18 6 6 17 17 0 0 5 5 5 6 18
split_gain=0.0116839 0.0168437 0.0144661 0.0138839 0.0153458 0.00711983 0.0197943 0.00946882 0.026749 0.0141288 0.00542469 0.0108739 0.0220755 0.0107538 0.016612 0.0101756 0.00922709
threshold=0.086275000000000018 -0.061654999999999995 0.51100000000000012 -0.071344999999999992 -0.467555 0.19545000000000004 0.041585000000000011 0.11816500000000002 0.40827500000000011 0.021725000000000005 -0.081534999999999982 -0.079564999999999983 0.0063000000000000009 -0.011964999999999998 -0.014374999999999999 0.091495000000000007 0.089020000000000016
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 -4 7 -7 10 9 -9 13 12 -12 14 -1 -15 -13
right_child=1 -3 3 -5 -6 6 -8 8 -10 -11 11 16 -14 15 -16 -17 -18
leaf_value=-1.8577405573182025e-05 -0.00021189412161949666 0.0019027361475542871 -0.00043025666310739214 0.00016580193634249305 -0.0028462197496441988 -0.00039764543423943496 0.002208052436616616 -0.00071494559932529103 -0.0026356672314139409 0.0014370637257407426 0.0001511992975780084 0.00023481081909972683 0.0024881362466863607 -0.00058601304228560614 0.001566344502583373 0.00083156650684724175 -0.00044081105249753615
leaf_weight=1275 73 75 53 68 53 64 52 88 52 46 132 720 58 525 69 55 277
leaf_count=1275 73 75 53 68 53 64 52 88 52 46 132 720 58 525 69 55 277
internal_value=0 0.000854178 -4.805e-05 -0.000933212 -0.00164596 -2.68324e-06 0.000763369 -2.9884e-05 -0.000719704 1.7695e-05 1.10958e-05 0.000178642 0.000868889 -9.18453e-05 6.21823e-05 -0.000450176 4.62793e-05
internal_weight=0 148 3587 174 106 3413 116 3297 186 134 3111 1187 190 1924 1344 580 997
internal_count=3735 148 3587 174 106 3413 116 3297 186 134 3111 1187 190 1924 1344 580 997
is_linear=0
shrinkage=0.0995203


Tree=4697
num_leaves=16
num_cat=0
split_feature=10 0 5 2 0 18 6 6 2 8 9 6 17 5 29
split_gain=0.00946085 0.0142044 0.0117307 0.0112823 0.0134241 0.0057611 0.0160618 0.00794786 0.00965469 0.0137681 0.00960131 0.00632177 0.0057349 0.0191655 0.00893455
threshold=0.086275000000000018 0.024745000000000007 0.51100000000000012 -0.071344999999999992 -0.060944999999999999 0.19545000000000004 0.041585000000000011 0.11481500000000001 -0.070724999999999996 -0.077784999999999993 0.091070000000000026 0.10877500000000002 0.11012500000000003 -0.035924999999999999 0.097705000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 7 -7 11 9 -9 -10 12 14 -14 -1
right_child=1 -3 3 -5 -6 6 -8 8 10 -11 -12 -13 13 -15 -16
leaf_value=8.154710707916728e-05 -2.7285128138898567e-05 0.001949589246014659 -0.00048568151083611604 0.00014930133373228946 -0.0027658769100487872 -0.00035807167736020694 0.001988306584694355 -0.0024268864825668871 0.0010363002590098183 -5.5034991955481103e-05 -0.00071064640657729397 0.0010267556035567593 9.3105213619832486e-05 -0.0012764291104294062 -0.0012614546355908429
leaf_weight=2480 88 60 60 68 46 64 52 53 51 46 80 60 332 145 50
leaf_count=2480 88 60 60 68 46 64 52 53 51 46 80 60 332 145 50
internal_value=0 0.00076862 -4.32454e-05 -0.000840338 -0.00148292 -2.36847e-06 0.000686696 -2.68605e-05 -0.000591199 -0.00133308 -2.42882e-05 1.51934e-05 -4.71855e-06 -0.000321494 5.4682e-05
internal_weight=0 148 3587 174 106 3413 116 3297 230 99 131 3067 3007 477 2530
internal_count=3735 148 3587 174 106 3413 116 3297 230 99 131 3067 3007 477 2530
is_linear=0
shrinkage=0.0995203


Tree=4698
num_leaves=16
num_cat=0
split_feature=10 3 5 20 3 5 2 6 9 3 8 6 17 5 18
split_gain=0.00766056 0.0124357 0.00951136 0.0110469 0.00626645 0.00509833 0.00716573 0.00501129 0.01264 0.0180393 0.00899287 0.005187 0.00501604 0.0159541 0.00585793
threshold=0.086275000000000018 0.11089500000000001 0.51100000000000012 -0.073489999999999986 0.11426500000000002 0.30714500000000006 -0.078914999999999999 0.11481500000000001 0.097510000000000027 0.096385000000000012 -0.050299999999999997 0.10877500000000002 0.11012500000000003 -0.035924999999999999 0.24916000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 7 -7 11 9 -9 -10 12 14 -14 -1
right_child=1 -3 3 4 -6 6 -8 8 10 -11 -12 -13 13 -15 -16
leaf_value=2.6547504654056779e-05 0.0014468920626676668 -0.00040257768108120006 -0.0016470264894969018 -0.00089170327636249667 0.00070926122864567616 -5.5958856216050495e-05 0.001384445478123601 0.00020353800129341924 0.001448042822202624 -0.0019393812713142122 -0.00045457889501910128 0.00092457264155863502 6.4910533092693998e-05 -0.0011607413415847055 0.0011491351912362956
leaf_weight=2412 88 60 77 46 51 74 62 68 46 89 52 60 354 149 47
leaf_count=2412 88 60 77 46 51 74 62 68 46 89 52 60 354 149 47
internal_value=0 0.000691576 -3.89643e-05 -0.000756708 -4.15197e-05 -2.13275e-06 0.000594677 -2.7151e-05 -0.000450878 -0.00100602 0.000430135 8.33271e-06 -9.95081e-06 -0.000296528 4.8337e-05
internal_weight=0 148 3587 174 97 3413 136 3277 255 157 98 3022 2962 503 2459
internal_count=3735 148 3587 174 97 3413 136 3277 255 157 98 3022 2962 503 2459
is_linear=0
shrinkage=0.0995203


Tree=4699
num_leaves=19
num_cat=0
split_feature=10 0 5 1 3 0 11 3 17 3 2 0 26 2 1 26 2 3
split_gain=0.00620013 0.0114963 0.00771402 0.0111602 0.0196308 0.0043515 0.015304 0.0112043 0.0107395 0.0150669 0.0104193 0.00722228 0.00817772 0.0249534 0.0229876 0.0095876 0.0205825 0.00485581
threshold=0.086275000000000018 0.024745000000000007 0.51100000000000012 0.066150000000000028 0.11308000000000003 -0.053679999999999999 -0.08577499999999999 0.12870500000000004 -0.0064000000000000003 0.088385000000000033 -0.026175 -0.061654999999999995 0.10603500000000003 -0.082644999999999982 -0.079434999999999992 0.094935000000000033 -0.073884999999999992 0.099950000000000025
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 -4 11 -7 8 9 -8 -10 12 15 -14 -15 17 -17 -1
right_child=1 -3 3 -5 -6 6 7 -9 10 -11 -12 -13 13 14 -16 16 -18 -19
leaf_value=-0.00010739914241597178 -9.3267576872926679e-05 0.0016851945542860096 -2.2321956818679343e-05 0.00056268186965262291 -0.0025474042357588431 -0.0012202385370533762 0.0018689524723906211 0.001485607182433293 0.00040727384840014787 2.5206970812572888e-05 -0.0015390501031629711 -0.0011091168828354482 0.0025563421689119431 -0.0019326631166487552 0.0004462065655679578 -0.0015711840025245743 0.00045763332502069589 0.00023717450715729364
leaf_weight=1800 88 60 67 50 57 58 67 90 53 130 55 62 47 47 278 121 83 522
leaf_count=1800 88 60 67 50 57 58 67 90 53 130 55 62 47 47 278 121 83 522
internal_value=0 0.0006222 -3.50184e-05 -0.0006814 -0.00118965 -1.82502e-06 0.000285174 0.000508295 0.000217223 0.000656423 -0.00057633 -4.60241e-05 -2.29977e-05 0.000412254 9.96663e-05 -8.74206e-05 -0.000741721 -2.95843e-05
internal_weight=0 148 3587 174 124 3413 453 395 305 197 108 2960 2898 372 325 2526 204 2322
internal_count=3735 148 3587 174 124 3413 453 395 305 197 108 2960 2898 372 325 2526 204 2322
is_linear=0
shrinkage=0.0995203


Tree=4700
num_leaves=12
num_cat=0
split_feature=18 17 5 5 9 6 5 5 0 6 0
split_gain=0.00980861 0.00784278 0.00985579 0.0168337 0.016704 0.00743894 0.0111709 0.0192921 0.0150383 0.00970756 0.00815456
threshold=-0.46879999999999999 -0.56655999999999984 0.5124350000000002 0.41370500000000004 0.095415000000000014 -0.0065449999999999996 -0.016815 -0.026719999999999997 -0.086414999999999992 -0.0087049999999999992 -0.09466999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 9 7 -7 -8 10 -3
right_child=1 2 4 -5 -6 6 8 -9 -10 -11 -12
leaf_value=0.0013059373317430812 -0.0010308346037263948 -0.00012539746121095107 -0.00050119654458846826 -0.0017591458095614363 0.0018048243973813381 -0.00024965279169367611 -0.00075980869457922275 -0.0020591143343582424 0.00027755641193116787 0.0014447606185511584 0.00032597874205051721
leaf_weight=59 70 691 51 53 78 689 166 64 827 58 924
leaf_count=59 70 691 51 53 78 689 166 64 827 58 924
internal_value=0 1.21262e-05 3.26277e-05 6.5579e-07 0.000886796 2.8175e-05 -0.000115236 -0.000404532 0.000103315 0.000178333 0.000132344
internal_weight=0 3671 3601 3472 129 3419 1746 753 993 1673 1615
internal_count=3730 3671 3601 3472 129 3419 1746 753 993 1673 1615
is_linear=0
shrinkage=0.0995203


Tree=4701
num_leaves=21
num_cat=0
split_feature=1 1 9 19 21 9 6 9 26 18 8 26 8 8 20 1 20 4 26 1
split_gain=0.00812533 0.0446637 0.0535476 0.0132461 0.0115534 0.00998845 0.0132865 0.0126415 0.0120432 0.0116132 0.0186708 0.00983829 0.00788161 0.012557 0.0134116 0.0239523 0.0153491 0.0132902 0.00905539 0.00648024
threshold=0.056790000000000014 0.067120000000000027 0.089645000000000016 -0.07525999999999998 -0.091869999999999993 0.099125000000000033 0.12638500000000005 0.097910000000000011 0.12086000000000002 0.15374500000000005 0.085560000000000011 0.11699500000000003 0.10649000000000002 -0.010374999999999999 -0.073489999999999986 0.22584000000000004 -0.0070099999999999997 0.085830000000000017 -0.054024999999999997 0.41897000000000012
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 -6 10 11 -7 13 14 15 -3 -16 -15 -18 -19
right_child=1 12 -4 4 5 9 -8 -9 -10 -11 -12 -13 -14 17 16 -17 18 19 -20 -21
leaf_value=-0.001536259792045533 0.004773306193669672 -0.0027578242933796277 0.000155947119831847 0.0013493130363858644 -7.7444027133773716e-05 0.00084895855965851444 -0.0015886901916474191 -0.0017109485478591874 0.0014829709211232117 -0.00094425697369016038 0.0023086901208989341 -0.00057079876086317224 -0.00095020194342551503 0.0022759459161597068 0.0013802206450462748 0.00013516412972544405 0.00073634707451203938 -0.00032847678262949698 -0.00056500554947578805 0.0011113102525644927
leaf_weight=58 46 48 55 60 2348 123 59 46 50 47 59 79 73 48 81 68 74 68 184 56
leaf_count=58 46 48 55 60 2348 123 59 46 50 47 59 79 73 48 81 68 74 68 184 56
internal_value=0 0.000310495 0.00226701 -4.70904e-05 -1.6721e-05 -4.61699e-05 -0.000112243 -7.62658e-05 -4.45669e-05 0.000488126 0.000749202 0.000289654 2.70283e-05 0.00014211 -0.000130155 -0.00105488 0.000183854 0.000867107 -0.000188576 0.000315148
internal_weight=0 801 101 2929 2871 2811 2503 2444 2398 308 261 202 700 627 455 116 339 172 258 124
internal_count=3730 801 101 2929 2871 2811 2503 2444 2398 308 261 202 700 627 455 116 339 172 258 124
is_linear=0
shrinkage=0.0995203


Tree=4702
num_leaves=29
num_cat=0
split_feature=5 6 5 5 1 3 0 3 5 2 21 4 4 0 6 0 0 0 2 21 21 2 2 6 20 8 3 2
split_gain=0.00777805 0.0066358 0.00707866 0.0168192 0.0277397 0.0188234 0.0248292 0.0121177 0.0205207 0.0200742 0.0109153 0.00705315 0.0192662 0.00685588 0.00683617 0.00641744 0.0264189 0.0708475 0.0122919 0.00954604 0.0176518 0.0120222 0.00712428 0.012798 0.0201916 0.0121028 0.0114285 0.00760839
threshold=0.6362850000000001 -0.0065449999999999996 -0.016815 -0.041054999999999994 -0.082489999999999994 0.085035000000000013 -0.088484999999999994 0.090360000000000024 -0.084089999999999984 -0.082904999999999993 -0.032064999999999996 0.11541000000000003 0.10398500000000002 -0.086414999999999992 -0.0087049999999999992 -0.09466999999999999 -0.088174999999999989 -0.089164999999999994 -0.07725499999999999 0.10787500000000003 0.096850000000000033 -0.065999999999999989 -0.012154999999999999 -0.104035 -0.077579999999999996 -0.409445 0.094285000000000022 -0.072024999999999992
decision_type=2 2 2 2 2 2 2 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 3 5 -5 6 -3 8 -7 -9 -4 12 13 -12 15 22 17 18 -17 20 -18 -21 23 27 -25 -24 -27 -1
right_child=-2 2 10 4 -6 7 -8 9 -10 -11 11 -13 -14 -15 -16 16 19 -19 -20 21 -22 -23 25 24 -26 26 -28 -29
leaf_value=0.00055513966092431827 0.0012988511419922595 -0.0029676321587283581 -0.0011544607736688399 0.00048582811369664113 -0.0025973353318433489 -1.8510887592324475e-05 -2.4469426620564643e-05 -0.0019479371496465348 0.0021801171118895554 0.00010204881819289501 -0.000468661339589863 0.0011595947817565912 -0.0017529500136929954 0.00028241688872088206 0.0011998844029693361 -0.00012803890291950506 -3.5764653654920669e-06 0.0045503198283120437 0.0016190721660313133 0.0010334628729915707 -0.0015710717978426332 -0.00046166982429448114 -0.00086564582178408724 -0.0022076866715216494 0.00011659618357570056 -0.000389724462773892 0.00094135439622102023 -0.00083157247324559445
leaf_weight=120 47 50 71 46 76 117 67 57 65 275 142 61 55 770 59 150 506 49 54 156 83 80 85 81 67 96 187 58
leaf_count=120 47 50 71 46 76 117 67 57 65 275 142 61 55 770 59 150 506 49 54 156 83 80 85 81 67 96 187 58
internal_value=0 1.00875e-05 -0.000122499 -0.000357658 -0.00142812 -0.000149393 -0.00128923 0.000108471 0.000762216 -0.000247441 3.78799e-05 0.000121027 5.46655e-05 0.000164575 0.000144641 0.000109044 0.000261253 0.00115095 0.000330419 -1.05948e-05 -0.000225853 0.000523169 -0.000126204 -0.000465664 -0.00114995 0.00017229 0.00048693 9.86905e-05
internal_weight=0 3683 1852 753 122 631 117 514 182 332 1099 1028 967 912 1831 1772 1078 253 204 825 589 236 694 326 148 368 283 178
internal_count=3730 3683 1852 753 122 631 117 514 182 332 1099 1028 967 912 1831 1772 1078 253 204 825 589 236 694 326 148 368 283 178
is_linear=0
shrinkage=0.0995203


Tree=4703
num_leaves=9
num_cat=0
split_feature=10 10 5 17 5 5 5 5
split_gain=0.00752018 0.0170561 0.00924309 0.00530263 0.0075741 0.00525202 0.061794 0.0245845
threshold=0.09056500000000002 0.086165000000000019 0.62720500000000012 -0.56655999999999984 0.51659500000000014 -0.11065499999999999 -0.13803499999999999 -0.09583499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -7
right_child=-2 -3 -4 4 -6 7 -8 -9
leaf_value=-0.00093776083154336546 0.00097833881603997066 -0.0015355822412694714 0.0013906145252747604 1.1871627839119908e-05 0.0012459424679983355 -0.0018416821614504067 0.003778970176458315 -1.8262402006200886e-06
leaf_weight=57 80 70 49 698 50 74 46 2606
leaf_count=57 80 70 49 698 50 74 46 2606
internal_value=0 2.67149e-06 3.29778e-05 1.39059e-05 2.97561e-05 1.17573e-05 0.000245884 -5.29337e-05
internal_weight=0 3650 3580 3531 3474 3424 744 2680
internal_count=3730 3650 3580 3531 3474 3424 744 2680
is_linear=0
shrinkage=0.0995203


Tree=4704
num_leaves=17
num_cat=0
split_feature=0 18 1 20 3 4 4 1 5 17 0 4 9 4 4 3
split_gain=0.0060559 0.00837533 0.0168211 0.0059302 0.00739305 0.0101559 0.013323 0.00719321 0.00687924 0.0130503 0.00501826 0.00831071 0.0112694 0.00821426 0.0153033 0.00743816
threshold=-0.0033699999999999997 0.14607000000000003 -0.038989999999999997 0.10881000000000003 0.17152000000000003 0.13954000000000003 0.13240000000000005 -0.0088199999999999997 -0.43873000000000001 -0.038314999999999995 0.061855000000000014 0.10722500000000003 0.09550500000000002 0.11805500000000003 0.085990000000000025 0.10325000000000002
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 6 7 -1 -5 -10 13 12 15 14 -2 -12
right_child=10 2 -4 8 -6 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0001596802231612823 -0.0016669585382696338 0.001846187909679478 -0.00019519591999622417 0.00034383703882847878 0.0011783606175018685 -0.0014074971510268954 0.0016157015245804728 -0.00016421864917614726 7.6026952465157926e-05 -0.002216964838147711 -0.00061620035981671019 0.00089176323755460463 -0.0014316579662059751 -0.0018518932282275942 0.00072503075609491898 0.0011680914506724848
leaf_weight=1800 46 76 83 51 58 47 54 1089 48 49 46 66 66 49 62 46
leaf_count=1800 46 76 83 51 58 47 54 1089 48 49 46 66 66 49 62 46
internal_value=0 7.01974e-05 0.000775412 3.4857e-05 6.49707e-05 4.30994e-05 6.65437e-05 3.73041e-05 -0.000579791 -0.00107385 -0.000348339 -4.20868e-05 -0.000437357 -0.00078007 -0.0002862 0.000267048
internal_weight=0 3355 159 3196 3048 2990 2943 2889 148 97 381 224 158 157 108 92
internal_count=3736 3355 159 3196 3048 2990 2943 2889 148 97 381 224 158 157 108 92
is_linear=0
shrinkage=0.0995203


Tree=4705
num_leaves=30
num_cat=0
split_feature=6 6 9 5 6 1 18 18 18 6 18 6 1 18 9 9 9 6 20 9 6 17 17 20 1 20 17 19 21
split_gain=0.00629034 0.0102891 0.00936871 0.0297851 0.0230815 0.0305409 0.0125484 0.0209568 0.0286773 0.0227455 0.0296276 0.0152511 0.0173602 0.0151858 0.0129526 0.00868335 0.0133465 0.026513 0.0369827 0.0165775 0.0127298 0.00960839 0.0346515 0.0132767 0.0524395 0.0104155 0.00887812 0.00614313 0.005857
threshold=0.085845000000000019 0.085120000000000015 0.083715000000000026 -0.010764999999999999 0.087670000000000012 -0.085844999999999991 -0.069565000000000002 -0.011039999999999999 -0.007069999999999999 0.091495000000000007 -0.044484999999999997 0.11413500000000003 -0.090374999999999997 -0.087529999999999983 0.087495000000000031 0.086375000000000021 0.089025000000000021 -0.09007999999999998 -0.081424999999999984 0.089605000000000018 0.082725000000000021 -0.095109999999999986 -0.12118 -0.085594999999999991 -0.0096349999999999995 -0.060199999999999997 -0.15802999999999998 -0.072414999999999993 -0.032929999999999994
decision_type=2 2 2 2 2 2 2 2 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 3 -2 5 -4 11 9 -9 -8 -11 12 -6 -14 -10 20 17 -17 -19 -18 21 22 26 24 -23 -25 -1 -21 -29
right_child=2 -3 4 -5 6 -7 7 8 14 10 -12 -13 13 -15 -16 16 19 18 -20 27 -22 23 -24 25 -26 -27 -28 28 -30
leaf_value=-0.00028886783513269336 0.0011031284766151424 -0.0013656056499412696 0.00017889584894457112 -0.0018638627359627887 0.0015015548205204326 0.0031721465568413688 -0.0021778779247380309 0.0025867602803453004 -0.0013733150336134414 -0.0011725914351645411 0.0019558087853031253 0.0019923794944065975 -0.0016514473938527845 0.00073060635365085661 0.0002272255272782138 0.00055122152950200036 0.0017493516787648953 -4.7006404306319439e-05 -0.0032417100901204021 -0.0012782725922987268 0.0013851443008007526 -0.0012289507204687315 -0.0027699353388086628 -0.00047376782331364295 0.0027558514244514199 0.00029203354016874586 0.001087412191184323 -0.00093272276501722641 -1.0870008009588855e-05
leaf_weight=184 59 59 77 77 67 61 84 48 57 86 46 70 57 49 411 77 47 69 76 47 76 55 52 251 80 586 62 76 690
leaf_count=184 59 59 77 77 67 61 84 48 57 86 46 70 57 49 411 77 47 69 76 47 76 55 52 251 80 586 62 76 690
internal_value=0 -6.66862e-05 0.000206962 -0.000570693 0.00030272 0.00150793 0.000131297 -7.33928e-05 0.000269913 -0.000897303 -7.61893e-05 0.000751262 0.000244343 -0.000542587 3.05386e-05 -3.47855e-05 -0.000244966 -0.000933196 -0.00172712 -6.63548e-05 0.000133563 5.80202e-05 -0.000435466 0.000210158 0.00112635 6.14066e-05 5.46719e-05 -0.000172329 -0.000103402
internal_weight=0 2487 1249 136 1113 138 975 732 516 216 132 243 173 106 468 2428 1082 222 145 860 1346 1270 298 972 135 837 246 813 766
internal_count=3736 2487 1249 136 1113 138 975 732 516 216 132 243 173 106 468 2428 1082 222 145 860 1346 1270 298 972 135 837 246 813 766
is_linear=0
shrinkage=0.0995203


Tree=4706
num_leaves=21
num_cat=0
split_feature=21 21 18 21 3 20 18 5 9 3 4 5 29 17 5 21 21 17 9 18
split_gain=0.00550039 0.045914 0.0141609 0.00953913 0.00853426 0.00998074 0.0094419 0.00838035 0.0111407 0.0160534 0.0216995 0.00926684 0.00788428 0.00702837 0.0147752 0.019157 0.017441 0.0113025 0.00616515 0.00615878
threshold=0.091085000000000013 0.092150000000000024 0.19545000000000004 0.090285000000000018 0.08844500000000001 -0.066619999999999999 -0.45171999999999995 0.12043500000000003 0.098465000000000011 0.11089500000000001 0.09939000000000002 0.089620000000000019 0.091190000000000021 -0.15450999999999998 0.40431000000000011 0.12208500000000003 0.11987500000000002 -0.05543 0.11007500000000002 0.11715500000000002
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 7 5 -3 -6 11 9 10 -9 12 19 14 15 -8 -16 -15 -19 -1
right_child=1 4 -4 -5 6 -7 13 8 -10 -11 -12 -13 -14 17 16 -17 -18 18 -20 -21
leaf_value=0.00013752742325349646 -0.0030607846894914661 0.0017867467586217549 0.001769429970900656 0.0014242349002420095 0.00096632543048053639 -0.00011404444933642978 -0.0029570499704980741 -0.00087586168193050525 0.00096397583944020664 -0.0022797044138140204 0.0012383556982855297 0.0014183567256657529 -0.0011739062785053914 0.0011051050546603651 0.0013654086731505982 -0.00013660106205310327 -0.0010929033352909804 -0.00041305797238016455 0.00060227078796551718 -0.00064551547782078385
leaf_weight=2155 52 53 49 50 70 55 51 183 49 50 65 52 49 73 53 46 62 344 71 104
leaf_count=2155 52 53 49 50 70 55 51 183 49 50 65 52 49 73 53 46 62 344 71 104
internal_value=0 -0.000187352 9.1826e-05 6.17131e-05 -1.62392e-05 0.000811172 -0.000133355 3.6244e-05 -0.000419946 -0.000650251 -0.000318431 0.000103666 7.36912e-05 -0.000244492 -0.000723138 -0.00162796 3.29395e-05 -3.48785e-05 -0.000237378 0.000101115
internal_weight=0 930 2806 2757 878 108 770 2707 347 298 248 2360 2308 700 212 97 115 488 415 2259
internal_count=3736 930 2806 2757 878 108 770 2707 347 298 248 2360 2308 700 212 97 115 488 415 2259
is_linear=0
shrinkage=0.0995203


Tree=4707
num_leaves=15
num_cat=0
split_feature=10 5 21 21 18 18 3 3 21 21 18 5 18 17
split_gain=0.00507012 0.00866259 0.00671066 0.0365394 0.0117657 0.0100727 0.00980167 0.0175 0.0105632 0.00906943 0.0102714 0.00749055 0.0121944 0.00711142
threshold=0.091080000000000022 0.63455500000000009 0.091485000000000025 0.09266000000000002 0.14994000000000005 0.11715500000000002 0.095630000000000021 0.10057000000000002 0.097880000000000009 0.09865500000000002 -0.019539999999999998 -0.02504 -0.074709999999999985 0.50822500000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 11 9 -8 -9 -5 -11 12 -1 -13
right_child=-2 -3 3 6 -6 -7 7 8 -10 10 -12 13 -14 -15
leaf_value=0.0014835939943526047 -0.00076335992465699975 0.0013005648556712339 -0.0028343253427062557 0.0013569522705966723 0.0012146955155339554 -0.00099544357525223098 -0.0015773079969319116 -0.0012647879896840579 0.00012884615118219698 -0.00067126028317086406 0.00081521616202854196 -0.00011697431614375149 0.00019264178843180946 0.00085439751317147137
leaf_weight=78 80 53 50 76 90 87 89 62 408 93 91 1320 1080 79
leaf_count=78 80 53 50 76 90 87 89 62 408 93 91 1320 1080 79
internal_value=0 3.7274e-05 1.84638e-05 -0.000222162 9.5246e-05 5.6831e-05 -6.16894e-05 -0.000297367 -5.32533e-05 0.000441869 5.94502e-05 9.29541e-05 0.000280304 -6.15368e-05
internal_weight=0 3656 3603 869 2734 2644 819 559 470 260 184 2557 1158 1399
internal_count=3736 3656 3603 869 2734 2644 819 559 470 260 184 2557 1158 1399
is_linear=0
shrinkage=0.0995203


Tree=4708
num_leaves=25
num_cat=0
split_feature=2 2 28 8 10 2 21 26 4 17 2 4 4 8 2 0 8 21 2 2 2 0 2 0
split_gain=0.0143122 0.0465531 0.0126399 0.00931361 0.0110611 0.0105472 0.00695923 0.00696902 0.00526346 0.0118997 0.0138458 0.00766935 0.0133354 0.00489549 0.0085335 0.012099 0.011399 0.0100423 0.00805255 0.00908425 0.00818676 0.00760565 0.0199227 0.0102867
threshold=0.08814000000000001 0.097285000000000024 0.083225000000000021 -0.0077949999999999998 0.086165000000000019 -0.15884499999999999 -0.0086749999999999987 -0.091484999999999997 0.085990000000000025 0.016900000000000005 0.11995000000000003 0.11474000000000002 0.13312000000000004 -0.077074999999999991 -0.083589999999999984 -0.093765000000000001 -0.088520000000000001 0.085855000000000029 -0.015714999999999996 -0.058894999999999996 -0.083589999999999984 -0.081534999999999982 -0.085944999999999994 -0.08269
decision_type=2 2 2 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 5 -5 -7 -8 -3 10 -10 -12 -13 14 21 16 -16 -17 19 20 -15 23 -23 -1
right_child=1 8 -4 4 -6 6 7 -9 9 -11 11 12 -14 18 15 17 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0002326244520159169 0.0030539809872860411 -0.00061672089527782688 -0.0013772261780314946 0.00095006583247867166 -0.0014048828365035263 0.00065380425686765618 -1.6572060336937889e-05 -0.0008327535000091801 0.0016747369067956726 -0.00068092244450992077 -0.00060898822652772418 0.0018484041002227076 -0.00015297388024700204 -0.00054253879374387289 7.7016258910353168e-05 -0.00059614607744310952 0.0018161290223541347 0.00018246313233070795 0.0012762886304260237 -0.00079197184984570947 0.00049068524736056056 7.0786481992895164e-05 0.0024967815906662728 -0.0010274194236781472
leaf_weight=525 63 71 69 70 86 59 180 251 87 91 77 54 83 90 187 592 47 225 74 83 467 104 50 73
leaf_count=525 63 71 69 70 86 59 180 251 87 91 77 54 83 90 187 592 47 225 74 83 467 104 50 73
internal_value=0 0.000515094 -4.45735e-05 -1.52432e-05 -0.000352546 -0.000189476 -0.000353938 -0.000493788 0.000167862 0.000312056 0.000614978 0.000180316 0.000629915 7.10021e-05 -1.59089e-05 -0.000199475 0.000429824 -0.000380717 0.000291617 0.000176485 0.000322267 0.000239556 0.000863764 7.74374e-05
internal_weight=0 526 3232 3163 646 560 490 431 463 392 301 214 137 2517 1803 1051 234 817 714 640 557 752 154 598
internal_count=3758 526 3232 3163 646 560 490 431 463 392 301 214 137 2517 1803 1051 234 817 714 640 557 752 154 598
is_linear=0
shrinkage=0.0995203


Tree=4709
num_leaves=28
num_cat=0
split_feature=17 2 9 4 17 18 26 26 2 3 0 0 0 18 26 6 2 3 2 4 9 2 9 9 9 17 18
split_gain=0.0133352 0.0113794 0.0183559 0.0261955 0.0128664 0.00936761 0.00849939 0.00949845 0.00547369 0.0131283 0.0165312 0.0161252 0.017496 0.0130391 0.0217688 0.0200145 0.00667528 0.0166602 0.0137575 0.00738338 0.00726982 0.0260517 0.0464862 0.0217635 0.0119596 0.0112525 0.00581776
threshold=-0.57205499999999987 -0.090919999999999987 0.083760000000000015 0.07665000000000001 -0.55157999999999996 -0.14343999999999998 0.092955000000000024 0.089485000000000023 -0.084154999999999994 0.087385000000000032 -0.085605000000000001 -0.084154999999999994 -0.079379999999999992 -0.025879999999999997 0.085465000000000027 0.087235000000000021 0.09556000000000002 0.088605000000000017 0.11241000000000002 0.10543500000000001 0.088085000000000011 -0.079954999999999984 0.088510000000000019 0.087695000000000009 0.09310000000000003 -0.0064000000000000003 -0.091229999999999992
decision_type=2 2 2 2 2 2 2 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 -7 9 13 -11 -12 -13 14 26 -15 20 -18 -19 -20 23 22 -22 25 -23 -10 -3
right_child=1 8 4 -5 5 6 -8 -9 16 10 11 12 -14 15 -16 -17 17 18 19 -21 21 24 -24 -25 -26 -27 -28
leaf_value=0.0015829207324496908 -0.0033630112818788457 0.00090432543522207733 -0.0015217493267358137 -0.00028237411897700864 0.0013219817011460319 -0.00013280156377820751 -0.0012340793686394975 0.0014014528695582978 -0.00050694969805186894 0.0024152300801583487 -0.00102685762021156 0.0023686667556838642 -0.00017649361133008525 -0.00052006235467386109 -0.0023052401728273311 0.0015981101064730346 0.0016895810953773771 -0.0011461471419561499 0.0011712999025240687 8.9220279380990188e-05 0.0037706855313656027 -0.00076777725372023577 0.00037497694279327548 -0.0022630681072736037 5.6722328834778299e-05 0.00021018431517347061 -0.00062818479074621054
leaf_weight=54 46 52 57 69 52 264 56 47 430 58 50 55 51 86 54 90 78 72 85 243 47 242 271 51 617 435 46
leaf_count=54 46 52 57 69 52 264 56 47 430 58 50 55 51 86 54 90 78 72 85 243 47 242 271 51 617 435 46
internal_value=0 7.34818e-06 -0.000392752 -0.00152175 -0.00011827 7.07034e-05 -0.000104359 9.64312e-05 8.35697e-05 0.000371086 0.000977558 0.000437791 0.00113639 -2.21038e-05 -0.000699701 0.000558443 2.26391e-05 0.000358419 9.67961e-05 0.000372133 -5.36554e-05 0.000109478 0.000879433 -0.000264165 -0.000174605 -0.000145364 0.000176631
internal_weight=0 3704 591 115 476 419 367 311 3113 542 214 156 106 328 152 176 2571 478 400 328 2093 1177 318 916 859 865 98
internal_count=3758 3704 591 115 476 419 367 311 3113 542 214 156 106 328 152 176 2571 478 400 328 2093 1177 318 916 859 865 98
is_linear=0
shrinkage=0.0995203


Tree=4710
num_leaves=14
num_cat=0
split_feature=17 3 4 10 4 17 27 8 8 17 36 36 3
split_gain=0.0108133 0.00738382 0.0204713 0.00906463 0.0108063 0.00601701 0.00489272 0.0051344 0.0144706 0.00711788 0.00410595 0.00545602 0.00364205
threshold=-0.57205499999999987 0.083255000000000023 0.079355000000000023 0.086165000000000019 0.10724500000000002 -0.55286000000000002 0.11129500000000002 -0.097249999999999989 -0.092094999999999996 0.18936500000000003 0.08605500000000002 0.091370000000000021 -0.15154999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3 7 9 -9 -7 12 -12 -4
right_child=1 3 10 4 -6 6 -8 8 -10 -11 11 -13 -14
leaf_value=0.0014253881708668136 -0.0017950700878232042 0.0011454879150708808 -0.00013049750123506198 -0.001551777667576673 0.00030906651318280201 0.00022521668021969958 -0.00079513439455511717 -0.0010236170980602089 8.4790859937959064e-05 0.0013687417256300688 -0.0011270208770695926 0.00021162054876106278 0.00095172637725655137
leaf_weight=54 83 52 58 74 52 311 64 122 2639 66 55 65 63
leaf_count=54 83 52 58 74 52 311 64 122 2639 66 55 65 63
internal_value=0 6.57289e-06 -0.000447012 5.02948e-05 -0.000777313 8.25927e-05 6.50757e-05 8.28807e-05 3.55172e-05 0.000427581 1.38608e-05 -0.000395102 0.000426209
internal_weight=0 3704 324 3380 126 3254 3202 3138 2761 377 241 120 121
internal_count=3758 3704 324 3380 126 3254 3202 3138 2761 377 241 120 121
is_linear=0
shrinkage=0.0995203


Tree=4711
num_leaves=26
num_cat=0
split_feature=2 2 3 7 5 2 9 4 17 20 26 20 20 20 3 5 8 2 1 26 2 2 2 0 1
split_gain=0.00919001 0.039126 0.00887208 0.00947734 0.00783809 0.00687508 0.0136439 0.0284249 0.00869821 0.00964598 0.0114226 0.0075096 0.00601254 0.016314 0.0133864 0.018725 0.00721852 0.00543401 0.0112405 0.0117473 0.0161742 0.00503443 0.00712705 0.0353865 0.0102154
threshold=0.08814000000000001 0.097285000000000024 0.086015000000000022 -0.068034999999999998 -0.54623499999999992 -0.090919999999999987 0.083760000000000015 0.07665000000000001 -0.56005499999999986 -0.07825 0.092825000000000032 -0.096095 -0.042414999999999994 -0.072834999999999997 0.11693000000000002 0.063170000000000018 -0.41646 -0.084154999999999994 -0.092954999999999996 0.089150000000000021 -0.084804999999999992 -0.083534999999999984 -0.082830000000000001 -0.08317999999999999 -0.083284999999999984
decision_type=2 2 2 2 2 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 -6 -8 11 -11 -10 13 -5 15 -14 -16 18 -7 20 -20 -19 23 -23 -24
right_child=1 2 3 12 5 17 8 -9 9 10 -12 -13 14 -15 16 -17 -18 21 19 -21 -22 22 24 -25 -26
leaf_value=-0.0013141260575484518 0.0027377258547255576 -0.0012012313421429905 -0.0010121301966179526 0.00085734992513581581 -0.0032134836340705236 -0.0010485911767282312 -0.0012970845713707712 6.9044002330756492e-06 -5.4393113688369014e-05 0.00070817229345854769 -0.0009629892249630363 -0.0015225872002260794 0.0030056278494473869 -0.001232879837853724 0.00089202541751738456 0.00036040815663451308 -0.00077037337514271396 -0.00077436379067048397 6.1304655849441888e-05 0.0018332680689773183 0.0018069312501916611 -0.0010241477045010241 -0.00072999689264427177 0.0026760499734182685 4.2006793745509442e-05
leaf_weight=47 63 47 52 84 46 53 53 65 99 226 49 54 48 66 46 61 59 85 389 56 61 51 189 51 1658
leaf_count=47 63 47 52 84 46 53 53 65 99 226 49 54 48 66 46 61 59 85 389 56 61 51 189 51 1658
internal_value=0 0.000410403 9.19574e-05 0.000240031 -3.80571e-05 -1.89695e-05 -0.000325167 -0.0013203 -9.38192e-05 5.32707e-05 0.000407425 -0.00057793 0.00042116 -5.68938e-05 0.00076007 0.00153279 -3.42879e-05 5.06217e-05 0.00032554 0.000471088 0.000299753 -2.4531e-05 7.75079e-06 0.000817926 -3.65477e-05
internal_weight=0 526 463 416 3232 3185 592 111 481 428 275 153 364 150 214 109 105 2593 559 506 450 2034 1949 102 1847
internal_count=3758 526 463 416 3232 3185 592 111 481 428 275 153 364 150 214 109 105 2593 559 506 450 2034 1949 102 1847
is_linear=0
shrinkage=0.0995203


Tree=4712
num_leaves=11
num_cat=0
split_feature=18 0 9 17 17 29 5 17 0 9
split_gain=0.0393634 0.00731229 0.031185 0.00653534 0.013871 0.00511164 0.00542782 0.00452611 0.0158853 0.00581254
threshold=0.26473000000000008 0.12433000000000002 0.095415000000000014 -0.55026999999999993 -0.56005499999999986 -0.11266 -0.55105499999999996 0.24923500000000007 -0.082794999999999994 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 -7 9 -9 -8
right_child=-2 2 -4 5 -6 6 7 8 -10 -11
leaf_value=0.00020071496112600458 -0.0022783640818807992 -0.00030662464828711721 0.0028618150062211245 0.0010897471820933422 -0.0019672840543824934 -0.00099530265566927321 0.00019084125165373428 -0.00025840810497181597 0.00095161376661945956 -9.5185317134565059e-05
leaf_weight=71 72 88 47 48 49 48 1212 205 224 1675
leaf_count=71 72 88 47 48 49 48 1212 205 224 1675
internal_value=0 7.12143e-05 0.000790398 4.34939e-05 -0.00067773 6.90993e-05 5.42926e-05 6.97326e-05 0.00037149 2.46088e-05
internal_weight=0 3667 135 3532 120 3412 3364 3316 429 2887
internal_count=3739 3667 135 3532 120 3412 3364 3316 429 2887
is_linear=0
shrinkage=0.0995203


Tree=4713
num_leaves=11
num_cat=0
split_feature=18 1 3 17 0 27 23 3 3 11
split_gain=0.031918 0.00800557 0.0281783 0.0142313 0.00852436 0.00766313 0.00535572 0.00819657 0.0181707 0.00875098
threshold=0.26473000000000008 -0.49056499999999997 0.10920500000000002 -0.14679499999999998 0.12387500000000003 -0.032854999999999995 -0.063684999999999992 0.11404500000000002 0.11252000000000002 -0.37931999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 -7 8 -8 -9
right_child=-2 4 -4 -5 -6 6 7 9 -10 -11
leaf_value=-0.00091103309042663808 -0.0020516208451221768 0.00098110786803776271 0.0027506901648246683 0.00092168598618213389 -0.0011584335999719154 -0.00083707430704264211 5.1931359247872229e-06 -0.00085236417605049567 -0.00190977696211769 0.00050894197322995968
leaf_weight=81 72 85 49 87 59 70 2617 51 50 518
leaf_count=81 72 85 49 87 59 70 2617 51 50 518
internal_value=0 6.41049e-05 0.000650585 3.31808e-05 2.69788e-05 4.78452e-05 2.36026e-05 4.24735e-05 -3.04012e-05 0.000385488
internal_weight=0 3667 217 168 3450 3391 3306 3236 2667 569
internal_count=3739 3667 217 168 3450 3391 3306 3236 2667 569
is_linear=0
shrinkage=0.0995203


Tree=4714
num_leaves=13
num_cat=0
split_feature=18 0 9 10 1 9 3 0 19 3 7 26
split_gain=0.0259854 0.00584736 0.0253669 0.00596375 0.00531228 0.012256 0.0117841 0.0123896 0.0087885 0.00671327 0.00826512 0.00698732
threshold=0.24916000000000005 0.12433000000000002 0.095415000000000014 0.090860000000000024 -0.14482999999999999 0.08622500000000001 0.088385000000000033 -0.0033699999999999997 0.077545000000000017 0.17152000000000003 -0.068034999999999998 -0.2382
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 8 -8 -1 10 -6 -12
right_child=-2 2 -4 -5 9 -7 7 -9 -10 -11 11 -13
leaf_value=0.0018293197432995411 -0.0016400100872754017 -0.00028307674189106112 0.0025739659579295405 -0.00083380404320840468 -0.00115020754025609 0.0017317655272397988 0.00038300247489457919 -0.0015411023209267708 -1.2965188351846412e-05 0.00096884005768562115 -0.0010002521213033711 4.2660591772202104e-05
leaf_weight=53 91 88 47 76 61 60 73 60 48 72 65 2945
leaf_count=53 91 88 47 76 61 60 73 60 48 72 65 2945
internal_value=0 6.24511e-05 0.000705534 3.75052e-05 5.701e-05 0.000461669 0.000132505 -0.00047886 0.000945674 1.88973e-05 -3.10769e-06 1.98672e-05
internal_weight=0 3648 135 3513 3437 294 234 133 101 3143 3071 3010
internal_count=3739 3648 135 3513 3437 294 234 133 101 3143 3071 3010
is_linear=0
shrinkage=0.0995203


Tree=4715
num_leaves=19
num_cat=0
split_feature=17 17 9 6 1 5 6 3 17 6 0 7 26 5 9 2 1 7
split_gain=0.00991236 0.0106309 0.00595131 0.00943874 0.0149741 0.0111273 0.0100297 0.0149972 0.0106406 0.0145842 0.00913167 0.00480317 0.00492891 0.0254626 0.0204935 0.0386742 0.018284 0.010152
threshold=-0.56655999999999984 -0.55286000000000002 0.084565000000000015 0.11642500000000001 -0.053299999999999993 -0.045014999999999993 0.10681500000000003 0.095630000000000021 0.26639000000000007 0.087455000000000019 -0.087504999999999986 0.077315000000000023 0.086095000000000019 -0.011514999999999999 0.083715000000000026 -0.086254999999999984 -0.082489999999999994 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 11 6 -5 -6 8 -8 10 -10 -4 12 14 16 17 -16 -14 -3
right_child=1 2 3 4 5 -7 7 -9 9 -11 -12 -13 13 -15 15 -17 -18 -19
leaf_value=-0.001121281892080742 0.0013135127274793955 6.5326123816454286e-05 -0.00053769755302366718 0.0015151470299365286 0.0007351916794721199 -0.0013643304608667855 -0.0024033908863628803 9.4727937723908007e-05 0.00014516094225303837 0.0021240002177244166 -3.324243708244957e-05 -0.000538975810608399 0.0018979691950995277 -0.0015916944793772816 0.0033044167881821972 5.6852587450479213e-07 -0.00041938948794325101 0.0015553039257596411
leaf_weight=74 64 838 499 91 53 47 47 47 192 46 1249 84 62 81 62 82 73 48
leaf_count=74 64 838 499 91 53 47 47 47 192 46 1249 84 62 81 62 82 73 48
internal_value=0 4.19246e-05 1.90975e-05 -7.85583e-05 0.000590157 -0.000243398 -0.000140358 -0.00114562 -9.23652e-05 0.000531066 -0.000177717 0.000186462 0.000236025 -0.000193836 0.000326965 0.00142874 0.000638815 0.000146971
internal_weight=0 3665 3601 2271 191 100 2080 94 1986 238 1748 1330 1246 216 1030 144 135 886
internal_count=3739 3665 3601 2271 191 100 2080 94 1986 238 1748 1330 1246 216 1030 144 135 886
is_linear=0
shrinkage=0.0995203


Tree=4716
num_leaves=17
num_cat=0
split_feature=20 20 2 26 1 9 9 2 17 3 17 8 17 17 19 20
split_gain=0.0313596 0.00603112 0.00304173 0.0112248 0.00690876 0.00674738 0.0159312 0.00981114 0.00492106 0.0172281 0.0102521 0.0152478 0.0116524 0.0131562 0.00701092 0.00738118
threshold=-0.24910499999999999 -0.16295499999999999 -0.079555000000000001 0.11575500000000001 -0.50597999999999999 0.094010000000000024 0.096225000000000019 -0.081604999999999997 -0.093784999999999993 0.090995000000000006 -0.081244999999999998 -0.089594999999999994 -0.065004999999999993 -0.040589999999999994 -1.0000000180025095e-35 -0.077394999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 -7 -6 9 -4 11 -10 -12 -14 -11 -16
right_child=1 2 8 -5 5 6 -8 -9 10 14 12 -13 13 -15 15 -17
leaf_value=0.0020094465140201236 -0.0010671132162337587 0.0011606665156414953 -0.0016952910230456839 0.001254049359015735 -8.1270359040631101e-05 -0.001948291277883875 -6.1330714602299803e-05 0.00056757517653084546 -0.00036070574107866773 -0.0011940327357792572 -0.0013485832565584422 0.0021001529699061542 0.0013828097904191241 -0.00012887891416311922 0.0011014600826398577 -0.00018280409430915411
leaf_weight=74 58 49 86 73 1228 59 182 284 47 47 73 52 60 1133 59 176
leaf_count=74 58 49 86 73 1228 59 182 284 47 47 73 52 60 1133 59 176
internal_value=0 -5.97368e-05 -4.33159e-05 4.42025e-05 -4.35482e-06 -3.73866e-05 -0.000526681 4.00613e-05 -0.000138478 -0.000461741 -5.07274e-05 0.000923598 -0.000127565 -5.21647e-05 -8.26487e-05 0.000136145
internal_weight=0 3666 3608 1875 1802 1753 241 1512 1733 368 1365 99 1266 1193 282 235
internal_count=3740 3666 3608 1875 1802 1753 241 1512 1733 368 1365 99 1266 1193 282 235
is_linear=0
shrinkage=0.0995203


Tree=4717
num_leaves=15
num_cat=0
split_feature=20 27 2 2 26 2 2 6 26 9 2 2 26 9
split_gain=0.025799 0.00437177 0.0037794 0.00721377 0.024486 0.0111227 0.01359 0.00643614 0.00594926 0.0199368 0.00661097 0.00984237 0.0053613 0.00339976
threshold=-0.41270499999999993 0.11673000000000001 -0.076954999999999996 -0.073884999999999992 0.096155000000000018 -0.072624999999999981 -0.070724999999999996 0.10877500000000002 0.11575500000000001 0.095415000000000014 -0.077945 -0.078670000000000004 0.10439000000000002 0.09310000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 13 -5 -7 -8 10 -10 11 12 -2 -4
right_child=1 -3 3 5 -6 6 7 -9 9 -11 -12 -13 -14 -15
leaf_value=0.00229984161185886 1.7768280843139427e-05 0.00084140172533004589 -0.00042938103419061605 0.0012764063583252845 -0.0024393770874428702 -0.0017941537662700179 -0.00018746930563231663 0.0005070730632159915 0.0021345264322072508 -0.00051676870625710686 0.00090223420193917667 -0.0014425476813803167 -0.00088829528036913621 0.00077560966505990105
leaf_weight=47 1846 54 46 55 58 49 1086 150 53 59 75 49 67 46
leaf_count=47 1846 54 46 55 58 49 1086 150 53 59 75 49 67 46
internal_value=0 -4.64764e-05 -5.98768e-05 -0.000181745 -0.000837049 -0.000107779 -0.000167661 -0.000102518 2.42388e-05 0.000730553 -1.41945e-05 -4.96435e-05 -1.35374e-05 0.000164216
internal_weight=0 3693 3639 1490 150 1340 1285 1236 2149 112 2037 1962 1913 92
internal_count=3740 3693 3639 1490 150 1340 1285 1236 2149 112 2037 1962 1913 92
is_linear=0
shrinkage=0.0995203


Tree=4718
num_leaves=17
num_cat=0
split_feature=20 20 9 9 6 0 17 9 9 6 2 17 5 1 9 1
split_gain=0.0211474 0.00522044 0.00296675 0.0126371 0.0212637 0.0113177 0.0119798 0.00722858 0.00994182 0.0134561 0.00657605 0.00647047 0.0087362 0.0127128 0.00660093 0.00478869
threshold=-0.24910499999999999 -0.16295499999999999 0.11007500000000002 0.11351500000000002 -0.23160999999999998 -0.061654999999999995 -0.00265 0.09697500000000002 0.098465000000000011 -0.101065 -0.072624999999999981 -0.56005499999999986 0.26760500000000004 -0.44477499999999998 0.084155000000000021 -0.093734999999999999
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 6 -6 11 -9 -10 -11 14 15 -14 -3 -13
right_child=1 2 3 4 5 -7 -8 8 9 10 -12 12 13 -15 -16 -17
leaf_value=0.0016502764186740097 -0.00098607038519512766 -3.3807239766971566e-05 0.0016611511706671382 -0.0019295891983072049 7.689625103632865e-05 -0.00049077297244170366 0.0022311183036688833 -0.0014330263791846542 -0.0016812859395729915 0.00061184532636115725 -0.00063533667799137671 0.00035872425853728554 -0.001945856983505782 -0.00021124262897190591 0.0016004844953974172 -3.8434269915114773e-05
leaf_weight=74 58 47 53 47 54 73 50 85 47 127 62 345 55 181 49 2333
leaf_count=74 58 47 53 47 54 73 50 85 47 127 62 345 55 181 49 2333
internal_value=0 -4.88979e-05 -3.36056e-05 0.000278817 -4.4599e-05 0.00045131 0.00112045 -5.98318e-05 -0.000508825 -0.000172487 0.000198385 -1.16771e-05 -3.84293e-05 -0.000618965 0.000791836 1.2425e-05
internal_weight=0 3666 3608 277 224 177 104 3331 321 236 189 3010 2914 236 96 2678
internal_count=3740 3666 3608 277 224 177 104 3331 321 236 189 3010 2914 236 96 2678
is_linear=0
shrinkage=0.0995203


Tree=4719
num_leaves=16
num_cat=0
split_feature=6 5 5 8 1 19 3 0 0 17 11 3 0 8 0
split_gain=0.0171481 0.00312106 0.0110993 0.0187984 0.00579909 0.0069226 0.00841963 0.00877845 0.00673374 0.00589068 0.00436952 0.00749139 0.00777435 0.0129666 0.00970766
threshold=0.23153500000000005 -0.0070049999999999999 -0.0089549999999999994 -0.082014999999999991 0.066150000000000028 -0.016414999999999996 0.084855000000000028 -0.100285 -0.089164999999999994 -0.15122999999999998 -0.37931999999999999 0.15108000000000005 -0.071799999999999989 -0.057284999999999996 -0.074094999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 5 -3 9 -8 -9 -7 -1 12 14 -14 -12
right_child=-2 4 3 -5 -6 6 7 8 -10 -11 11 -13 13 -15 -16
leaf_value=-0.00097596263063651559 0.0016549748498419028 -0.0011755469345106262 0.0024495252520422024 -0.00026726048964502425 0.00076449045336128975 -1.3263509872195202e-05 -0.0010701982779447456 0.0010794044912020681 -4.2067752536377338e-05 -0.001373952033082977 -6.1545045084373905e-05 0.0012336368696581627 -0.00020454696380741376 0.0010917055451683724 -0.0014057597904592685
leaf_weight=46 60 69 49 51 64 51 79 56 991 88 1729 48 152 152 55
leaf_count=46 60 69 49 51 64 51 79 56 991 88 1729 48 152 152 55
internal_value=0 -4.10314e-05 3.04035e-05 0.00105578 -0.000158222 -0.000203104 -0.000149415 -5.84264e-05 1.71336e-05 -0.000880596 -1.62138e-05 4.07176e-06 -2.38021e-05 0.000440887 -0.000103446
internal_weight=0 3680 2282 100 1398 1334 1265 1126 1047 139 2182 2136 2088 304 1784
internal_count=3740 3680 2282 100 1398 1334 1265 1126 1047 139 2182 2136 2088 304 1784
is_linear=0
shrinkage=0.0995203


Tree=4720
num_leaves=20
num_cat=0
split_feature=29 18 27 2 18 18 17 3 18 26 18 26 1 2 20 20 18 20 20
split_gain=0.00848611 0.00610212 0.0156503 0.0125932 0.0121878 0.0260557 0.0223705 0.0089167 0.00884988 0.00734956 0.00790017 0.0182926 0.0125655 0.0187301 0.00603245 0.0216147 0.0123055 0.0079787 0.00941692
threshold=-0.117605 -0.0079049999999999988 1.0000000180025095e-35 0.12875500000000004 -0.011569999999999999 -0.013125 -0.0087149999999999988 0.081685000000000021 -0.0032949999999999998 0.10439000000000002 0.089505000000000015 0.11991000000000003 -0.078509999999999983 -0.076524999999999996 -0.055879999999999992 -0.073489999999999986 0.0036600000000000005 -0.042414999999999994 -0.0070099999999999997
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 7 -6 -2 -3 14 11 -11 -12 -14 15 16 -10 -16 -19
right_child=1 8 -4 -5 6 -7 -8 -9 9 10 12 -13 13 -15 17 -17 -18 18 -20
leaf_value=-0.0012917633484439254 -0.0013302188115452314 0.0011080996463586218 -0.0015856161257244606 -0.001624878821684944 0.00013837945293524158 0.0022511562230011703 -0.0026917125156310381 9.4918018311632723e-06 -0.00032357370005787524 -0.0024738459612739815 0.00096148184243312199 -6.9455439278285288e-05 -0.0017933976492176323 0.00044161431512034931 -0.0010824741998065243 0.002365460503715033 0.00071361627102188758 0.0013317403402461697 1.1053092932268757e-05
leaf_weight=52 51 84 72 51 66 51 47 1370 215 49 88 89 66 84 61 52 238 57 887
leaf_count=52 51 84 72 51 66 51 47 1370 215 49 88 89 66 84 61 52 238 57 887
internal_value=0 -1.10987e-05 -0.000148969 -8.52422e-05 -3.51853e-05 4.07416e-05 -0.00103149 -3.80147e-05 0.00010802 6.30437e-05 -0.000329942 -0.000929121 1.40409e-05 -0.000536334 0.000161442 0.000442131 0.000219545 1.95845e-05 9.16652e-05
internal_weight=0 3678 1708 1636 1585 1472 113 1421 1970 1886 376 138 238 150 1510 505 453 1005 944
internal_count=3730 3678 1708 1636 1585 1472 113 1421 1970 1886 376 138 238 150 1510 505 453 1005 944
is_linear=0
shrinkage=0.0995203


Tree=4721
num_leaves=11
num_cat=0
split_feature=30 4 2 2 17 3 2 21 20 2
split_gain=0.00715336 0.00827904 0.0102611 0.0132233 0.010739 0.0123794 0.00852064 0.00524786 0.00981043 0.00670659
threshold=0.12577500000000003 0.13752500000000004 0.12875500000000004 0.11241000000000002 -0.052269999999999997 0.11741000000000003 0.15165000000000003 -0.11228 -0.24910499999999999 0.10166000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 -6 -3 -1 -9 -10
right_child=-2 6 4 -5 5 -7 -8 8 9 -11
leaf_value=-0.00098765994522816017 -0.0012464077001085481 0.0017656362368720269 0.00032736396367950902 0.0012627015185948964 -5.0888079947302974e-05 -0.0021264100726212801 0.00014738569363702026 0.0014270905515462405 -1.8029903137112869e-05 -0.0011803169723681498
leaf_weight=56 47 51 58 80 48 73 91 46 3130 50
leaf_count=56 47 51 58 80 48 73 91 46 3130 50
internal_value=0 -1.04538e-05 -4.0553e-05 -1.21835e-06 -0.000774768 -0.00130983 0.000734354 -3.22763e-05 -1.54381e-05 -3.65623e-05
internal_weight=0 3683 3541 3362 179 121 142 3282 3226 3180
internal_count=3730 3683 3541 3362 179 121 142 3282 3226 3180
is_linear=0
shrinkage=0.0995203


Tree=4722
num_leaves=19
num_cat=0
split_feature=6 6 21 8 1 4 0 21 6 9 6 1 9 3 9 6 3 6
split_gain=0.00634401 0.00510785 0.0148421 0.0142048 0.0131056 0.0229929 0.0106861 0.0119659 0.00772654 0.00743308 0.00679319 0.00768126 0.0236473 0.0317289 0.0210212 0.0148227 0.00805312 0.00414901
threshold=-0.55466499999999985 -0.011749999999999998 -0.076335 -0.087635000000000005 0.00095500000000000023 0.077430000000000013 -0.233955 -0.0086749999999999987 -0.03764 0.11351500000000002 -0.0092549999999999993 -0.063809999999999992 0.09055500000000001 0.09742000000000002 0.084645000000000012 0.12241500000000002 0.11360500000000003 0.10449000000000003
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 10 17 -4 -8 9 -9 -3 15 14 -14 -13 16 -12 -6
right_child=1 4 6 -5 5 -7 7 8 -10 -11 11 12 13 -15 -16 -17 -18 -19
leaf_value=-0.0011726905610978046 -9.2487028981247697e-05 -0.0009850790907673507 -0.0012185125721826877 0.0021482361413673011 0.00054192084967569687 -0.0027281334853130725 0.0016242590648554251 0.00016174498988781369 -0.0011139923874976326 -0.00065460454935116193 2.1008052642274911e-05 0.00087463880880011473 0.0035879150836218301 0.00024627336952484749 -0.0013458262044922444 -0.0016282794031902874 -0.0010508632810981649 -0.00077082488897348622
leaf_weight=47 47 73 64 67 48 51 49 1241 55 121 1398 80 46 74 89 60 73 47
leaf_count=47 47 73 64 67 48 51 49 1241 55 121 1398 80 46 74 89 60 73 47
internal_value=0 -8.74909e-06 0.000121533 0.00121725 -0.000114194 -0.00102296 3.93565e-05 9.48287e-05 4.13631e-05 8.86195e-05 -4.36724e-05 -5.46283e-06 0.000464636 0.00153406 -0.000289875 -9.47359e-05 -3.16283e-05 -9.89258e-05
internal_weight=0 3683 1644 114 2039 146 1530 1466 1417 1362 1893 1820 289 120 169 1531 1471 95
internal_count=3730 3683 1644 114 2039 146 1530 1466 1417 1362 1893 1820 289 120 169 1531 1471 95
is_linear=0
shrinkage=0.0995203


Tree=4723
num_leaves=12
num_cat=0
split_feature=26 21 4 25 36 12 18 27 18 18 26
split_gain=0.005713 0.0144941 0.00877592 0.00456794 0.00498003 0.0059564 0.00447152 0.012967 0.00885794 0.00732643 0.00589145
threshold=-0.23202999999999999 0.10068500000000002 0.15221500000000004 0.096120000000000025 0.086430000000000021 -0.079920000000000005 -0.0079049999999999988 1.0000000180025095e-35 -0.011569999999999999 -0.0032949999999999998 0.10439000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 8 -2 -8 -11
right_child=2 -3 -4 -5 5 -7 9 -9 -10 10 -12
leaf_value=-0.0016111631009627235 -4.0962384610903085e-06 0.00059202689832452246 0.0012603910573657957 0.00085754682990418589 8.1358589554121941e-05 -0.0014353478721083831 0.001004847770964113 -0.0014569788229660588 -0.00091970185190162887 0.00014811476136365645 -0.00030734562660035607
leaf_weight=71 1442 50 54 58 47 54 84 70 113 1331 356
leaf_count=71 1442 50 54 58 47 54 84 70 113 1331 356
internal_value=0 -0.000693989 9.99322e-07 -1.79004e-05 -3.26544e-05 -0.000721449 -1.1928e-05 -0.000131359 -7.11587e-05 9.71953e-05 5.15157e-05
internal_weight=0 121 3609 3555 3497 101 3396 1625 1555 1771 1687
internal_count=3730 121 3609 3555 3497 101 3396 1625 1555 1771 1687
is_linear=0
shrinkage=0.0995203


Tree=4724
num_leaves=17
num_cat=0
split_feature=8 18 8 8 2 10 10 18 8 8 19 19 8 2 2 8
split_gain=0.00965738 0.0278162 0.0277373 0.0134143 0.0365036 0.00955403 0.0105545 0.00938958 0.0246599 0.00755998 0.00672819 0.015733 0.0126018 0.00644895 0.0199635 0.0186051
threshold=-0.08569499999999998 -0.10212999999999998 -0.086304999999999993 -0.084514999999999993 -0.087075 0.090150000000000022 0.085705000000000017 -0.022504999999999997 -0.088429999999999995 -0.083849999999999994 0.11183000000000003 0.092200000000000018 -0.088520000000000001 -0.082275000000000001 -0.081344999999999987 -0.082934999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -2 6 9 8 -3 -5 11 12 -9 15 -15 -11
right_child=3 2 -4 5 -6 -7 -8 10 -10 13 -12 -13 -14 14 -16 -17
leaf_value=0.0023623365187539743 0.00099260392689005917 0.00033731560939836123 0.001957879402617233 0.00095103831437167276 -0.0022541975298740391 -0.001303735052666109 0.0014307016713791391 2.0970795529073075e-06 -0.0024840572793332172 -0.0021001309050227073 0.0012582395442639449 -0.0017122997874458447 0.0011029773145957904 0.0015562727671944022 -3.2692588891207958e-05 -0.00016383024808766332
leaf_weight=59 55 76 78 75 90 57 50 737 51 53 49 47 120 83 1375 702
leaf_count=59 55 76 78 75 90 57 50 737 51 53 49 47 120 83 1375 702
internal_value=0 0.000253555 0.000145405 -8.73354e-05 -0.00101701 -3.07087e-05 0 1.37464e-05 -0.000789231 -3.09308e-05 0.000121613 5.90981e-05 0.000157201 -6.45803e-05 5.72015e-05 -0.00030084
internal_weight=0 1217 1158 2540 145 2395 2338 1080 127 2288 953 904 857 2213 1458 755
internal_count=3757 1217 1158 2540 145 2395 2338 1080 127 2288 953 904 857 2213 1458 755
is_linear=0
shrinkage=0.0995203


Tree=4725
num_leaves=26
num_cat=0
split_feature=8 8 8 26 9 8 0 5 5 8 8 17 9 3 5 10 10 0 1 0 26 26 9 26 5
split_gain=0.00784142 0.0197939 0.0111198 0.0256486 0.0343523 0.0192318 0.0108534 0.0210295 0.0427423 0.0181738 0.00850939 0.00723487 0.010375 0.0175539 0.0118106 0.00678591 0.0090987 0.00653478 0.0090279 0.00722375 0.00588827 0.00450294 0.0220999 0.0101989 0.0013264
threshold=-0.08569499999999998 -0.086304999999999993 -0.084044999999999995 0.084735000000000019 0.084795000000000023 -0.083504999999999982 -0.086775000000000005 -0.010074999999999999 -0.0058299999999999992 -0.087770000000000001 -0.087129999999999999 -0.012064999999999999 0.085405000000000023 0.12131500000000002 -0.085034999999999986 0.090150000000000022 0.085705000000000017 -0.10806499999999999 -0.080689999999999998 -0.11524 0.085355000000000028 0.11880500000000002 0.11296000000000002 0.11699500000000003 -0.015214999999999999
decision_type=2 2 2 2 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 -5 -4 7 10 -9 11 17 20 13 -13 -14 16 21 19 -19 -1 -8 23 -23 -7 -6
right_child=2 -3 5 4 24 15 9 8 -10 -11 -12 12 14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26
leaf_value=6.4424523460501377e-05 0.0010806813813889144 0.0017630307507156264 0.0016701700624219536 -0.0034088400929302371 -0.00065177870697416388 -7.9900973001943357e-05 -5.6981332395252228e-05 0.0038671313649070393 0.00017212003835915315 -0.0016637231616677792 0.001378091175181638 -0.0023796241320349553 0.0011592331737783415 0.00028746458659244538 -0.00088822047623774054 -0.0011482914848443642 0.0012883179212121443 0.0004677926885202106 -0.00081579282915433154 0.0013837037039539847 0.0011721669657523851 0.0012910454868888133 -0.0007210784378173027 -0.0015211940516425522 9.0869575669470237e-05
leaf_weight=220 53 78 65 56 46 1901 76 48 89 76 47 51 66 46 48 56 50 80 165 51 76 117 100 50 46
leaf_count=220 53 78 65 56 46 1901 76 48 89 76 47 51 66 46 48 56 50 80 165 51 76 117 100 50 46
internal_value=0 0.000228522 -7.86438e-05 -0.000789066 -0.00146417 -1.72443e-05 0.000122718 0.000366494 0.0014727 -0.000264127 9.58571e-05 2.66468e-05 -0.000348076 -0.00110638 0.000289966 -6.58373e-05 -3.81384e-05 -1.93492e-05 -0.000393322 0.000315723 0.000552207 -6.91078e-05 0.000360027 -0.000117258 -0.000271557
internal_weight=0 1217 2540 201 148 2339 1139 700 137 439 563 363 211 97 114 2274 2218 516 245 271 152 2168 217 1951 92
internal_count=3757 1217 2540 201 148 2339 1139 700 137 439 563 363 211 97 114 2274 2218 516 245 271 152 2168 217 1951 92
is_linear=0
shrinkage=0.0995203


Tree=4726
num_leaves=20
num_cat=0
split_feature=8 18 8 8 2 1 5 8 18 8 8 20 8 9 10 10 9 35 3
split_gain=0.00637095 0.0218612 0.0184327 0.00900496 0.0317959 0.0490959 0.0163632 0.0155953 0.00789635 0.0200061 0.00651054 0.0135829 0.00790726 0.0103001 0.00550147 0.00737884 0.00472836 0.00434219 0.00762704
threshold=-0.08569499999999998 -0.10212999999999998 -0.086304999999999993 -0.084044999999999995 -0.087359999999999993 -0.080954999999999985 -0.017704999999999995 -0.083504999999999982 -0.022504999999999997 -0.088429999999999995 -0.088520000000000001 -0.01137 -0.092299999999999993 0.085945000000000021 0.090150000000000022 0.085705000000000017 0.085145000000000012 -0.079774999999999999 0.014805000000000004
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 -5 9 -3 12 -12 16 -14 15 17 -10 -9 -19
right_child=3 2 -4 7 5 6 -8 14 10 -11 11 -13 13 -15 -16 -17 -18 18 -20
leaf_value=0.002075490376682984 0.0015791988522439457 0.00027990961879385796 0.0015875735815631768 0.0015039545614134262 -0.0040402123133677879 0.00088001010540085739 -0.001597206298620385 -0.00085767064922080813 0.00044181413539731137 -0.0022603378025706001 -0.00031451152326802864 0.0014869776686923482 -0.0010659814610142449 0.00032662026580967469 -0.0010340133413657192 0.0011601043721016909 -0.00013349848826698467 0.001202296232132923 -6.6261157456513155e-05
leaf_weight=59 46 76 78 65 48 60 47 66 309 51 75 91 135 85 56 50 258 48 2054
leaf_count=59 46 76 78 65 48 60 47 66 309 51 75 91 135 85 56 50 258 48 2054
internal_value=0 0.000206047 0.000110092 -7.08171e-05 -0.000710132 -0.00139483 -0.000200463 -1.55281e-05 2.62686e-06 -0.000733744 0.000101617 0.00066812 -1.68338e-05 -0.00052421 -5.9321e-05 -3.43429e-05 0.000178588 -6.22677e-05 -3.69037e-05
internal_weight=0 1217 1158 2540 201 155 107 2339 1080 127 953 166 787 220 2274 2218 567 2168 2102
internal_count=3757 1217 1158 2540 201 155 107 2339 1080 127 953 166 787 220 2274 2218 567 2168 2102
is_linear=0
shrinkage=0.0995203


Tree=4727
num_leaves=22
num_cat=0
split_feature=0 26 26 3 2 2 21 21 0 2 10 5 18 2 2 2 0 5 0 0 3
split_gain=0.00590481 0.0120534 0.0491657 0.0157559 0.0122242 0.0168591 0.00838758 0.0110643 0.0117846 0.0284698 0.00827382 0.0109096 0.00911056 0.00647526 0.0198594 0.0215231 0.0233184 0.00569026 0.00831553 0.00879873 0.00657309
threshold=-0.084084999999999993 0.088435000000000027 0.089795000000000028 0.087495000000000031 -0.10598499999999998 -0.15012499999999998 -0.085369999999999988 -0.032929999999999994 -0.082794999999999994 -0.082594999999999988 0.090150000000000022 -0.46617999999999998 -0.037059999999999989 -0.089549999999999991 -0.087359999999999993 -0.086414999999999992 -0.085684999999999997 -0.010424999999999999 -0.086855000000000002 -0.10942499999999999 0.089535000000000017
decision_type=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 -2 -8 9 -9 11 -10 -13 -6 -15 -16 -17 18 19 -4 -21
right_child=6 2 17 -5 13 -7 7 8 10 -11 -12 12 -14 14 15 16 -18 -19 -20 20 -22
leaf_value=-8.0655636630120955e-05 0.0010460234478350807 0.0039236462223596917 0.00089139227272057341 0.0012972766864545245 -0.0010300644755840002 0.002409100209212236 -0.0014927556779394705 0.00027097989957964566 0.0014446530895110121 -0.0027272331704728879 -0.0012515669301074849 0.00020789849975656673 -0.00026298452016117419 0.0014826778373462155 -0.0018698716838923375 -0.0001498387138778585 0.0018261290703477644 -0.00083076354712146336 0.0014136848886537928 0.00038531347802254866 -0.00094903630244396484
leaf_weight=60 61 47 72 46 68 48 58 72 51 55 53 792 836 80 67 965 63 60 49 58 96
leaf_count=60 61 47 72 46 68 48 58 72 51 55 53 792 836 80 67 965 63 60 49 58 96
internal_value=0 0.00014856 0.000608807 0.00263339 2.14697e-06 0.00101832 -0.000101262 -0.000138196 -9.54943e-05 -0.00102101 -2.71574e-05 1.10053e-05 -3.34035e-05 -8.54865e-05 -3.01249e-05 -0.000141397 -2.7947e-05 4.43156e-05 0.000238219 -1.30168e-05 -0.000441173
internal_weight=0 1779 428 93 1351 108 1978 1917 1859 127 1732 1679 1628 1243 1175 1095 1028 335 275 226 154
internal_count=3757 1779 428 93 1351 108 1978 1917 1859 127 1732 1679 1628 1243 1175 1095 1028 335 275 226 154
is_linear=0
shrinkage=0.0995203


Tree=4728
num_leaves=11
num_cat=0
split_feature=22 28 2 7 5 5 4 4 20 0
split_gain=0.0298742 0.0119036 0.0110741 0.00953391 0.0053479 0.0469999 0.0102697 0.00985582 0.00725899 0.00668023
threshold=0.13160500000000006 0.083225000000000021 -0.24151999999999998 0.085015000000000021 -0.11065499999999999 -0.13955999999999999 0.11849500000000003 0.087495000000000031 -0.064180000000000001 -0.225295
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 7 -6 -8 -4
right_child=-2 -3 3 -5 6 -7 8 -9 -10 -11
leaf_value=-0.0011151994854440509 -0.0022234473788750823 0.0013384464505662378 -0.00089384629434395417 -0.00095591731905383611 -1.2512800416529385e-05 0.003332627413568847 -6.2218274950258639e-05 0.00059771004793888387 -0.0017875537468569217 0.00020658280849892064
leaf_weight=82 58 70 60 90 2334 48 47 295 52 594
leaf_count=82 58 70 60 90 2334 48 47 295 52 594
internal_value=0 5.28444e-05 2.76331e-05 5.44885e-05 8.12393e-05 0.000326276 1.78836e-05 5.56489e-05 -0.000976724 0.000104374
internal_weight=0 3672 3602 3520 3430 702 2728 2629 99 654
internal_count=3730 3672 3602 3520 3430 702 2728 2629 99 654
is_linear=0
shrinkage=0.0995203


Tree=4729
num_leaves=12
num_cat=0
split_feature=22 28 2 8 8 8 4 4 18 18 1
split_gain=0.0242226 0.00965295 0.00897883 0.00543511 0.0642554 0.0123479 0.0111617 0.0195586 0.00900539 0.0138393 0.0069272
threshold=0.13160500000000006 0.083225000000000021 -0.24151999999999998 -0.084044999999999995 -0.083504999999999982 -0.084674999999999986 0.13707500000000003 0.12631500000000004 0.095920000000000019 0.10698500000000001 -0.09225499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 8 7 -6 10 -10 -4
right_child=-2 -3 3 4 6 -7 -8 -9 9 -11 -12
leaf_value=-0.0010042145089761475 -0.0020021695801339463 0.0012052440001917477 0.00078791287361684378 0.0032532855950042653 4.478941726197212e-05 -0.0013489766150818743 -0.0011396161555352281 0.0019652239029247995 -0.0017033993607397065 -8.8777029277157342e-06 -8.2965482059938428e-06
leaf_weight=82 58 70 122 64 1981 75 75 54 76 131 942
leaf_count=82 58 70 122 64 1981 75 75 54 76 131 942
internal_value=0 4.75187e-05 2.47926e-05 4.89964e-05 0.000146462 -0.000107817 5.18383e-05 9.61517e-05 -3.39339e-05 -0.000634976 8.22288e-05
internal_weight=0 3672 3602 3520 2174 1346 2110 2035 1271 207 1064
internal_count=3730 3672 3602 3520 2174 1346 2110 2035 1271 207 1064
is_linear=0
shrinkage=0.0995203


Tree=4730
num_leaves=17
num_cat=0
split_feature=10 2 23 2 2 17 17 1 18 4 3 21 2 0 8 6
split_gain=0.0207509 0.0299292 0.00840939 0.0114413 0.028695 0.0060723 0.0579347 0.0110214 0.0162009 0.0106489 0.010687 0.0146718 0.00957665 0.00843565 0.0058617 0.0092144
threshold=0.086030000000000023 -0.16099499999999997 -0.046924999999999994 -0.112555 -0.13535499999999998 -0.013125 -0.0094900000000000002 -0.087944999999999995 0.0089800000000000036 0.11689000000000002 0.10807500000000002 0.13276500000000005 0.10274500000000002 -0.068899999999999989 0.093085000000000015 0.041585000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 14 9 -7 8 -8 10 12 -12 -5 -9 15 -4
right_child=1 -3 3 5 -6 6 7 13 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.00088506154472149786 -0.00232827618297275 0.00038912277535934985 -0.0009770968765088798 -0.00012308523608117448 0.002992470474926011 0.0027183390614545265 0.0018737628719096575 3.9367862930453274e-05 -0.00046242105578352366 -0.0013601451748524711 0.0007687254694066629 -0.001154822585667796 -0.0015070783248323128 -0.00077132210717040597 0.0009922069037331489 0.00077590256547589037
leaf_weight=90 88 73 67 1112 46 84 74 1372 48 64 259 46 52 140 62 53
leaf_count=90 88 73 67 1112 46 84 74 1372 48 64 259 46 52 140 62 53
internal_value=0 -0.00109108 6.3899e-05 8.86834e-05 0.00077038 4.06227e-05 0.000169284 3.77425e-05 0.000947899 -0.000103032 -4.77056e-05 0.000475932 -0.000185616 -3.51546e-05 0.000204254 -0.000196034
internal_weight=0 161 3569 3479 228 3251 1718 1634 122 1533 1469 305 1164 1512 182 120
internal_count=3730 161 3569 3479 228 3251 1718 1634 122 1533 1469 305 1164 1512 182 120
is_linear=0
shrinkage=0.0995203


Tree=4731
num_leaves=15
num_cat=0
split_feature=22 28 7 1 1 1 26 26 20 1 4 1 17 2
split_gain=0.0191274 0.00787665 0.00682772 0.00892952 0.0368554 0.0463944 0.015172 0.00793187 0.00768588 0.010845 0.0273323 0.0112622 0.00976203 0.0132966
threshold=0.13160500000000006 0.083225000000000021 0.085015000000000021 0.056790000000000014 0.081675000000000011 0.066150000000000028 0.11215000000000001 -0.025024999999999999 0.084680000000000019 -0.0088199999999999997 0.095805000000000015 -0.0101 -0.10337499999999999 -0.067815
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 -6 9 11 -11 -1 -10 -14
right_child=-2 -3 -4 4 6 -7 -8 -9 12 10 -12 -13 13 -15
leaf_value=-1.618191929920392e-05 -0.0017804479327087259 0.0010867444370439687 -0.00083508319781243649 0.00045051639025559366 -0.00033510105036216277 0.0043252949913345799 -0.0016268615765078832 0.000467510393748922 -0.00063576672139009258 -0.00023707438247923837 -0.0025834366876463289 0.0014141604019807115 -8.2792824909915078e-05 0.0019323865817329005
leaf_weight=2040 58 70 90 86 192 48 51 331 46 477 55 56 57 73
leaf_count=2040 58 70 90 86 192 48 51 331 46 477 55 56 57 73
internal_value=0 4.09483e-05 2.03974e-05 4.25534e-05 0.000358468 0.00184461 1.01033e-05 0.000171296 -3.69219e-05 -7.98365e-05 -0.000481188 2.16428e-05 0.000599219 0.00104251
internal_weight=0 3672 3602 3512 708 134 574 523 2804 2628 532 2096 176 130
internal_count=3730 3672 3602 3512 708 134 574 523 2804 2628 532 2096 176 130
is_linear=0
shrinkage=0.0995203


Tree=4732
num_leaves=13
num_cat=0
split_feature=17 12 10 0 0 20 0 1 4 8 8 8
split_gain=0.0132845 0.0106502 0.0079036 0.00485509 0.0125065 0.0105373 0.00947586 0.015921 0.00882939 0.00746378 0.0224573 0.0128956
threshold=-0.57205499999999987 0.095920000000000019 0.09056500000000002 -0.14680499999999999 -0.15137999999999999 -0.062769999999999992 -0.13417999999999999 0.0049450000000000015 0.11378500000000003 -0.085764999999999994 -0.086254999999999984 -0.085385000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -5 -7 10 -8 -11
right_child=1 -3 -4 6 -6 8 9 -9 -10 11 -12 -13
leaf_value=0.0015504637909373011 -0.0010572544549667434 0.0013156729299187517 0.0010187587506173882 -0.00026134542937456201 -0.0016804203411184707 0.0005457700623076136 -0.00017092153037514876 0.0022153123080961875 -0.00087280026080008744 0.0016944040739041183 -0.0023030779897207881 9.6336575344614569e-06
leaf_weight=54 91 58 68 53 63 180 859 49 57 46 52 2120
leaf_count=54 91 58 68 53 63 180 859 49 57 46 52 2120
internal_value=0 -2.18347e-05 -4.33834e-05 -6.3844e-05 -0.000394901 -0.000145492 -2.28682e-05 0.000920396 0.000201141 -5.44027e-05 -0.000293524 4.57916e-05
internal_weight=0 3696 3638 3570 391 328 3179 102 237 3077 911 2166
internal_count=3750 3696 3638 3570 391 328 3179 102 237 3077 911 2166
is_linear=0
shrinkage=0.0995203


Tree=4733
num_leaves=12
num_cat=0
split_feature=1 8 11 8 2 9 20 2 4 9 18
split_gain=0.0124677 0.0184214 0.00999393 0.0059805 0.0190947 0.00553758 0.0082391 0.00815313 0.0138293 0.00873345 0.00604054
threshold=-0.51744999999999985 -0.011315 0.083750000000000033 -0.49499500000000002 0.31326500000000007 0.094085000000000016 0.096815000000000026 -0.084869999999999987 0.079225000000000018 0.09202500000000001 0.15891500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 7 10 8 -5 -9 -7
right_child=2 -3 -4 4 -6 6 -8 9 -10 -11 -12
leaf_value=-0.00016044749038183944 -0.00090144614699821902 0.0025325093131734655 0.0012776173862975473 0.00029762269217289202 0.0015398365724050502 0.00030344651678230279 -0.0010443254040607103 -0.0001845516452465746 -0.0008950540882944199 -0.00094412138082128848 -0.0008675139895147272
leaf_weight=53 80 47 57 679 75 753 53 1629 112 166 46
leaf_count=53 80 47 57 679 75 753 53 1629 112 166 46
internal_value=0 0.00109706 -2.9288e-05 -5.02488e-05 -3.06318e-05 -6.51298e-05 0.000154464 -0.000137795 0.000127713 -0.000255252 0.000235007
internal_weight=0 100 3650 3593 3513 3438 852 2586 791 1795 799
internal_count=3750 100 3650 3593 3513 3438 852 2586 791 1795 799
is_linear=0
shrinkage=0.0995203


Tree=4734
num_leaves=9
num_cat=0
split_feature=17 24 2 5 22 20 26 4
split_gain=0.00989178 0.0077815 0.00608888 0.0118355 0.00521744 0.00441596 0.0051457 0.00217153
threshold=-0.56368999999999991 -0.071224999999999997 -0.241895 0.63223000000000018 0.13292500000000004 0.12549000000000002 -0.2382 0.10343500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -7
right_child=1 2 3 -5 -6 7 -8 -9
leaf_value=0.0010684247491584858 0.0012344307226458968 0.0010960724810429579 0.00073472258580688211 -0.0015763893744839776 0.001018344408244723 -0.00022309297820000105 -4.9146727257590169e-05 -0.0012163988989127136
leaf_weight=84 48 46 85 50 46 46 3299 46
leaf_count=84 48 46 85 50 46 46 3299 46
internal_value=0 -2.38367e-05 -4.07564e-05 -5.56256e-05 -3.38036e-05 -4.79629e-05 -2.92154e-05 -0.000728644
internal_weight=0 3666 3618 3572 3522 3476 3384 92
internal_count=3750 3666 3618 3572 3522 3476 3384 92
is_linear=0
shrinkage=0.0995203


Tree=4735
num_leaves=12
num_cat=0
split_feature=1 8 11 8 8 9 26 4 9 18 3
split_gain=0.00959555 0.014458 0.00771439 0.00472306 0.0121946 0.00435918 0.00756054 0.0097366 0.00671579 0.0207219 0.00437648
threshold=-0.51744999999999985 -0.011315 0.083750000000000033 -0.49499500000000002 -0.42187000000000002 0.094085000000000016 -0.23202999999999999 0.11706000000000001 0.09202500000000001 0.089505000000000015 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 8 -7 -8 10 -10 -6
right_child=2 -3 -4 4 5 6 7 -9 9 -11 -12
leaf_value=-0.00015008110413196676 -0.0008006748657759309 0.0022342485365227146 0.00112239666947846 0.001485455598793794 0.00022081856201879168 -0.00095769749288098427 0.0001302506777828198 0.0015058099143042505 -0.0012771869289705264 0.00083841125559964047 -0.00012827293856851197
leaf_weight=53 80 47 57 52 433 57 733 55 153 65 1965
leaf_count=53 80 47 57 52 433 57 733 55 153 65 1965
internal_value=0 0.000962368 -2.57611e-05 -4.42035e-05 -2.67437e-05 -4.97004e-05 0.000146396 0.000227299 -0.000113355 -0.000642634 -6.48971e-05
internal_weight=0 100 3650 3593 3513 3461 845 788 2616 218 2398
internal_count=3750 100 3650 3593 3513 3461 845 788 2616 218 2398
is_linear=0
shrinkage=0.0995203


Tree=4736
num_leaves=29
num_cat=0
split_feature=20 9 9 18 17 1 1 9 20 6 2 9 26 2 9 3 9 18 17 2 3 17 1 17 17 9 1 3
split_gain=0.00585229 0.00711218 0.0135783 0.0312113 0.0496553 0.0134294 0.0276056 0.00911703 0.0203529 0.017354 0.0202527 0.0121381 0.00890058 0.00778235 0.0303866 0.0150637 0.0233189 0.0089367 0.0155657 0.00762788 0.0105456 0.00639263 0.0107945 0.00607239 0.012915 0.00829478 0.00841251 0.00606591
threshold=0.084680000000000019 0.084515000000000021 0.083955000000000016 -0.010029999999999999 -0.067015000000000005 -0.093734999999999999 -0.10771499999999999 0.08597500000000001 -0.082220000000000001 0.088155000000000025 -0.084674999999999986 0.086375000000000021 0.09271500000000002 -0.086414999999999992 0.083610000000000032 0.083815000000000014 0.082335000000000019 0.044095000000000009 -0.065004999999999993 -0.035314999999999992 0.11926500000000002 -0.55754499999999996 -0.17548999999999998 -0.13530499999999998 -0.07107999999999999 0.091750000000000012 0.0099250000000000015 0.11462500000000002
decision_type=2 2 2 2 2 2 2 2 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 4 -4 6 12 8 -7 10 -10 -9 21 15 17 -1 -17 27 -19 20 -13 -3 -23 -2 -25 26 -26 -15
right_child=23 5 3 -5 -6 7 -8 11 9 -11 -12 19 -14 14 -16 16 -18 18 -20 -21 -22 22 -24 24 25 -27 -28 -29
leaf_value=0.00031836967034567127 -0.00050594029116750761 0.0014337444280972437 1.9434773298523872e-05 0.00085576986348695082 -0.0045628348007401738 0.0021926729633623505 0.0026516812937715552 -0.0015606513397216993 -0.0019010849395945475 0.0016565675855418312 0.00030111303768045607 -0.0001262457826921045 -0.001019572818796886 -0.00054975383987946106 0.0024922656275481506 3.7390363596526821e-05 -0.0027851624940231651 -0.0003779018090869077 0.0014093536648065409 -0.0013454345207110118 0.00076987245842289513 -0.00074804373052588305 0.0011446458519809581 0.002031753787309307 0.0017784829222560828 -0.00070931716867671159 0.00010327750284504427 0.00010774449684202387
leaf_weight=84 58 53 47 49 46 55 57 57 59 54 137 1427 47 404 46 55 60 103 90 46 143 65 55 51 46 61 87 209
leaf_count=84 58 53 47 49 46 55 57 57 59 54 137 1427 47 404 46 55 60 103 90 46 143 65 55 51 46 61 87 209
internal_value=0 -5.40899e-05 -0.000250712 -0.00116484 -0.00223826 4.95695e-05 0.000698726 -4.09248e-05 0.000458881 7.41725e-05 -0.000357617 -0.000132532 0.000189012 -0.000126426 3.49807e-06 -0.000686799 -0.00142813 -0.000137525 0.000451292 -8.16528e-05 -4.41034e-05 0.000522088 0.000112617 0.000401987 0.000620266 0.000244985 0.000688827 -0.000324247
internal_weight=0 3448 1193 142 93 2255 277 1978 305 250 196 1673 220 1051 852 199 115 806 193 1616 1570 173 120 303 245 194 133 613
internal_count=3751 3448 1193 142 93 2255 277 1978 305 250 196 1673 220 1051 852 199 115 806 193 1616 1570 173 120 303 245 194 133 613
is_linear=0
shrinkage=0.0995203


Tree=4737
num_leaves=26
num_cat=0
split_feature=6 6 0 6 9 26 18 6 0 2 2 2 6 0 9 9 18 28 10 0 9 9 0 0 0
split_gain=0.00571943 0.0143001 0.0544574 0.0113607 0.00681672 0.0321686 0.0151536 0.0079055 0.0112766 0.0118022 0.0388349 0.0261683 0.0095908 0.00610048 0.0150953 0.00508182 0.0230067 0.00386518 0.00573368 0.00449802 0.0180537 0.0114218 0.0110303 0.0102094 0.00883033
threshold=0.085120000000000015 0.079640000000000016 -0.086775000000000005 0.085845000000000019 0.084515000000000021 0.086095000000000019 -0.025879999999999997 0.093595000000000025 -0.087184999999999999 -0.080874999999999989 -0.079954999999999984 -0.082084999999999991 0.10248500000000002 -0.079665 0.094435000000000033 0.09055500000000001 -0.07657499999999999 0.087260000000000018 0.09056500000000002 -0.057604999999999996 0.09833500000000002 0.094085000000000016 -0.067059999999999995 -0.063914999999999986 -0.071799999999999989
decision_type=2 2 2 2 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 6 -5 8 -6 11 -11 -10 13 -9 -15 -14 -17 18 19 22 21 -21 24 -24 -1
right_child=3 2 -4 4 7 -7 -8 12 9 10 -12 -13 15 14 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26
leaf_value=8.6793840897892775e-05 -0.001522432621863694 -0.0008673781483709617 0.0037641312200122254 -0.001092672327558929 0.0015532954349217218 -0.0024364618000194782 0.0010062500555733651 -0.0017920996232154405 0.00018958819937222305 0.0031109360161416418 -0.00033851769501764336 -0.0022004227707744552 -0.00068661661310424871 0.00076461927183976318 -0.0013244192028402466 0.002266967696188245 -0.00017538072229282802 -0.00074424223793611471 0.00094591420506448217 -0.0001962348377426563 -0.0015660377397243908 0.0012485136657282346 0.0021552914323031626 0.00015162439035735643 -0.00093824458997272928
leaf_weight=1522 60 55 46 55 60 67 89 50 237 49 94 56 75 56 87 46 223 63 68 353 85 64 48 55 88
leaf_count=1522 60 55 46 55 60 67 89 50 237 49 94 56 75 56 87 46 223 63 68 353 85 64 48 55 88
internal_value=0 7.42657e-05 0.00123392 -0.000183728 -0.000118502 -0.000634046 0.000198893 -1.24053e-05 0.000273229 9.51957e-05 0.000837739 -0.000264412 -0.000277756 -0.000839434 -0.00050061 3.49918e-05 0.000239227 2.39914e-05 4.55496e-05 1.7539e-05 -0.000243983 2.35381e-05 9.46566e-05 0.00109332 3.02584e-05
internal_weight=0 2447 101 1304 1244 211 144 1033 496 436 143 293 537 193 143 344 269 2346 2283 2215 502 417 1713 103 1610
internal_count=3751 2447 101 1304 1244 211 144 1033 496 436 143 293 537 193 143 344 269 2346 2283 2215 502 417 1713 103 1610
is_linear=0
shrinkage=0.0995203


Tree=4738
num_leaves=18
num_cat=0
split_feature=20 20 5 1 18 8 20 0 18 2 9 9 8 18 18 18 18
split_gain=0.00464024 0.00627374 0.00564938 0.00490466 0.00737216 0.0119482 0.00688889 0.00457828 0.00853556 0.00757614 0.012451 0.0257831 0.00663011 0.0116267 0.00587407 0.0199971 0.0160403
threshold=0.084680000000000019 0.0013750000000000004 0.62931500000000018 0.070450000000000026 0.089365000000000014 -0.080924999999999983 0.15091500000000005 0.019150000000000004 0.086510000000000017 -0.10018999999999999 0.083760000000000015 0.089105000000000018 -0.092299999999999993 -1.0000000180025095e-35 0.089505000000000015 0.086800000000000016 0.092545000000000016
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 -2 -5 9 12 10 -1 -12 -9 -14 15 -11 -16
right_child=3 -3 -4 6 -6 -7 -8 8 -10 14 11 -13 13 -15 16 -17 -18
leaf_value=-0.00086745397170634507 -0.00016050960260079083 -0.00091253709748795103 0.00080543157981465203 -0.0011080288769730084 -9.3428254373385285e-05 0.0018324139606630185 0.00060019079080391227 0.0001346625185807094 0.00046225258017586283 -7.775571045306399e-05 0.0028012619201692401 0.00020158961962939723 -0.00035293065791007911 -0.0022004879498182502 0.0015302158826728661 -0.0017653120438213333 1.2394582936821734e-05
leaf_weight=51 46 81 79 46 83 81 47 54 74 2109 51 149 80 60 80 72 508
leaf_count=51 46 81 79 46 83 81 47 54 74 2109 51 149 80 60 80 72 508
internal_value=0 -4.67369e-05 -2.56652e-05 0.000359373 0.000626906 0.00110412 -0.000235933 -4.58828e-05 -0.000440174 -1.06216e-05 0.000512594 0.0008686 -0.000788619 -0.00115059 -5.83449e-05 -0.000133841 0.000220293
internal_weight=0 3448 3367 303 210 127 93 3288 268 3020 251 200 194 140 2769 2181 588
internal_count=3751 3448 3367 303 210 127 93 3288 268 3020 251 200 194 140 2769 2181 588
is_linear=0
shrinkage=0.0995203


Tree=4739
num_leaves=25
num_cat=0
split_feature=6 6 3 17 17 1 6 6 3 3 5 3 3 5 6 6 3 5 17 20 5 20 26 22
split_gain=0.00485666 0.0270103 0.0104185 0.0230626 0.0333421 0.0183582 0.00845026 0.0101462 0.00951168 0.00838812 0.0187094 0.0121011 0.00963006 0.0039649 0.00476289 0.00636855 0.00601948 0.00958689 0.0168283 0.0135918 0.00910791 0.0043986 0.00617545 0.0060831
threshold=0.084050000000000027 0.066135000000000013 0.084550000000000028 -0.011809999999999999 0.006145000000000002 -0.090939999999999993 0.087765000000000024 0.085955000000000018 0.085965000000000028 0.087675000000000017 -0.0073899999999999999 0.088285000000000016 0.091615000000000016 0.62931500000000018 -0.0065449999999999996 -0.0087049999999999992 0.10426500000000002 0.066275000000000014 -0.11741999999999998 -0.0078249999999999986 0.052820000000000013 0.0057800000000000013 -0.23202999999999999 0.12975500000000004
decision_type=2 2 2 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 5 -5 -2 7 -4 -8 10 -10 -11 -13 14 15 21 17 19 -19 -16 -18 22 -1 -23
right_child=2 -3 6 4 -6 -7 8 -9 9 11 -12 12 -14 -15 16 -17 20 18 -20 -21 -22 23 -24 -25
leaf_value=-0.0010225106556617895 -0.00094656930931340624 0.0022529842521075579 -0.00043440823007683926 -0.0035765678432279286 5.2319498547258311e-05 0.0017031789261609588 -0.0011959592785619299 0.0013128417891897514 0.001826754021978216 -0.0015715299235857067 -0.00066765697802802584 0.00045060905723936915 -0.00030938638580188646 0.0007097695625445774 8.0667685729594695e-05 0.0010826906132308323 0.0010655701762157597 -0.0013703560286222329 0.001055463064934374 -0.00192667336952459 -0.00048222444672943628 0.00017309440625169897 0 0.0013626240178642561
leaf_weight=61 59 55 51 54 46 46 79 90 67 57 53 242 518 80 53 59 66 48 69 87 87 274 1399 51
leaf_count=61 59 55 51 54 46 46 79 90 67 57 53 242 518 80 53 59 66 48 69 87 87 274 1399 51
internal_value=0 7.29406e-05 -0.000162491 -0.000816638 -0.00189909 0.000206477 -4.58805e-05 0.000675052 -0.000146737 -5.74016e-05 0.000718234 -0.000172328 -6.63107e-05 2.12177e-05 -2.85748e-06 6.49909e-05 -0.000310006 -0.000604968 5.32583e-05 -0.0011609 0.000180101 3.0894e-05 -4.23123e-05 0.000362278
internal_weight=0 2389 1362 205 100 105 1157 141 1016 937 120 817 760 2334 2254 1844 410 257 117 140 153 1785 1460 325
internal_count=3751 2389 1362 205 100 105 1157 141 1016 937 120 817 760 2334 2254 1844 410 257 117 140 153 1785 1460 325
is_linear=0
shrinkage=0.0995203


Tree=4740
num_leaves=18
num_cat=0
split_feature=6 26 3 9 9 17 9 2 4 4 6 3 5 9 17 6 6
split_gain=0.0273513 0.0134976 0.0114671 0.00717444 0.0155217 0.0849811 0.0179144 0.0109297 0.0105145 0.00761734 0.00753605 0.0337447 0.0679851 0.0134061 0.0124036 0.0115757 0.00749718
threshold=0.15834000000000004 0.5128250000000002 0.11339500000000001 0.084595000000000017 0.083875000000000019 -0.008069999999999999 0.084345000000000017 -0.047824999999999999 0.10801000000000002 0.10300500000000003 0.024640000000000006 0.083875000000000019 -0.0086449999999999982 0.082335000000000019 0.22924500000000006 0.085760000000000017 0.090845000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 10 6 -6 8 9 16 13 15 -13 14 -1 -12 -5
right_child=2 -3 -4 7 5 -7 -8 -9 -10 -11 11 12 -14 -15 -16 -17 -18
leaf_value=4.830190857683698e-05 -0.0023623305514148692 0.0017412849979917616 -0.00027729520607702973 -0.0001205229289668107 0.0005857512018947401 0.0041603543738984936 -0.001776418335017632 0.0011735767975355775 -0.0010958901917897087 0.0011678790880273518 0.00052715838712590014 0.0045184667966690654 -0.00072070911343603133 -0.0014340302321796518 0.0015109637409661274 -0.0015955653557971911 0.00030243217102674994
leaf_weight=800 60 53 48 1441 90 63 49 80 85 57 50 52 46 56 62 51 583
leaf_count=800 60 53 48 1441 90 63 49 80 85 57 50 52 46 56 62 51 583
internal_value=0 0.000163426 -0.00144323 0.000139739 0.000324035 0.0011276 -0.000241067 3.11438e-05 -1.06734e-05 3.32598e-05 0.000177983 0.000733534 0.00205091 5.66619e-05 0.000154455 -0.000536607 9.02074e-07
internal_weight=0 3618 108 3565 1319 202 139 2246 2166 2081 1117 199 98 918 862 101 2024
internal_count=3726 3618 108 3565 1319 202 139 2246 2166 2081 1117 199 98 918 862 101 2024
is_linear=0
shrinkage=0.0995203


Tree=4741
num_leaves=17
num_cat=0
split_feature=6 26 23 9 21 18 1 26 8 21 10 10 9 5 8 5
split_gain=0.0222051 0.0109416 0.00877573 0.00828165 0.0145129 0.0279584 0.0976735 0.0126218 0.00962151 0.00863257 0.00797328 0.00923325 0.00876296 0.0085831 0.00607011 0.00210159
threshold=0.15834000000000004 0.5128250000000002 -0.017849999999999998 0.084595000000000017 0.085190000000000016 0.081485000000000016 -0.083684999999999996 0.089150000000000021 0.0044850000000000011 0.090095000000000022 0.090150000000000022 0.082245000000000026 0.13087500000000005 0.62404000000000015 -0.038994999999999995 -0.45822499999999994
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 7 -7 -4 9 -6 11 12 -5 -13 -2 -1
right_child=14 -3 3 10 8 6 -8 -9 -10 -11 -12 13 -14 -15 -16 -17
leaf_value=-0.00033400113015587339 -0.00041141907238530174 0.0015679919566590334 0.00024501156835640128 -1.3479003785315446e-05 -0.0010415544881056682 -0.00034689355672947619 0.0055982283648859568 0.0018346494200349036 0.0012532836241435986 1.5271872640775538e-05 -0.0010479858154779534 0.0019465179742069261 0.0011038882054661598 5.5892767558180805e-05 -0.0019466792592046447 -0.0012706338675795834
leaf_weight=53 46 53 626 1987 102 67 46 54 47 301 65 49 72 48 62 48
leaf_count=53 46 53 626 1987 102 67 46 54 47 301 65 49 72 48 62 48
internal_value=0 0.00014723 0.000125878 0.000152738 0.000358508 0.000614809 0.002066 0.000372451 -9.13336e-05 -0.000250181 3.72087e-05 7.03053e-05 2.5196e-05 0.00101939 -0.00130035 -0.000787239
internal_weight=0 3618 3565 3464 1243 793 113 680 450 403 2221 2156 2059 97 108 101
internal_count=3726 3618 3565 3464 1243 793 113 680 450 403 2221 2156 2059 97 108 101
is_linear=0
shrinkage=0.0995203


Tree=4742
num_leaves=13
num_cat=0
split_feature=30 6 3 36 2 8 8 26 17 18 3 3
split_gain=0.0194919 0.0188072 0.00745183 0.00604292 0.00962632 0.00742741 0.0321731 0.0121186 0.0102146 0.0181319 0.0112094 0.00578503
threshold=-1.0000000180025095e-35 0.15834000000000004 0.11025500000000002 0.088355000000000031 0.31852000000000008 -0.091600000000000001 -0.092545000000000002 0.087045000000000025 0.053575000000000012 -0.084629999999999997 0.083725000000000022 0.14426500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 -2 10 -10 -7 -6
right_child=1 2 -4 -5 11 8 -8 -9 9 -11 -12 -13
leaf_value=0.0020876911676030816 0.00064543148650479003 -0.002002924582189031 -0.00028347657044041036 0.00092719408478480494 -0.0016882247852157747 -0.00088873534755159339 0.002833099998157354 -0.00035506141872970862 0.0022893035906614958 0.00025195308053964425 1.0004663204116971e-05 -0.00010677514299595954
leaf_weight=48 271 58 46 87 47 147 51 214 47 571 2092 47
leaf_count=48 271 58 46 87 47 147 51 214 47 571 2092 47
internal_value=0 6.83626e-05 -0.00125027 0.000106963 8.62633e-05 0.000114 0.000454136 0.000202289 4.99009e-05 0.000408222 -4.86359e-05 -0.000906209
internal_weight=0 3678 104 3574 3487 3393 536 485 2857 618 2239 94
internal_count=3726 3678 104 3574 3487 3393 536 485 2857 618 2239 94
is_linear=0
shrinkage=0.0995203


Tree=4743
num_leaves=18
num_cat=0
split_feature=30 6 1 1 9 9 7 20 8 1 2 8 8 8 6 3 3
split_gain=0.0158042 0.0152712 0.00610719 0.0170016 0.00930726 0.0111356 0.00963907 0.0103832 0.00863371 0.0327114 0.0793002 0.014351 0.0232187 0.0143152 0.00979199 0.00602389 0.00550879
threshold=-1.0000000180025095e-35 0.15834000000000004 -0.0084199999999999987 -0.0096349999999999995 0.11296000000000002 0.10744000000000002 0.05862500000000001 0.084680000000000019 -0.091600000000000001 -0.083899999999999988 -0.080744999999999997 -0.085814999999999989 -0.086914999999999992 -0.085289999999999991 0.087235000000000021 0.11025500000000002 0.10214500000000003
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 5 6 7 -4 9 14 -11 12 -10 -13 -2 -3 -6
right_child=1 15 4 -5 16 -7 -8 -9 11 10 -12 13 -14 -15 -16 -17 -18
leaf_value=0.0018799238358259232 0.00018388416445072942 -0.0018035930317566197 -0.00014808555623417371 0.001961583847618287 0.0016022953942929957 -0.0015947403905828372 -0.0013428873291627121 0.00072379224749145193 -9.3459807469561037e-05 0.0044302165731896857 -0.00010975256846484238 0.0018761294309624906 -0.0021628116776091885 0.00014438477243623306 -0.0014328636095563444 -0.00025526494689860927 0.00024933116808803404
leaf_weight=48 112 58 975 53 46 51 58 157 260 62 98 49 68 1440 55 46 90
leaf_count=48 112 58 975 53 46 51 58 157 260 62 98 49 68 1440 55 46 90
internal_value=0 6.1537e-05 9.63406e-05 0.000199428 -6.75405e-05 -0.000153736 -9.12904e-05 -2.64394e-05 0.000155485 0.000626565 0.00164437 7.02559e-05 -0.000524968 0.000201923 -0.000343676 -0.00112663 0.000712971
internal_weight=0 3678 3574 2197 1377 1241 1190 1132 2144 327 160 1817 328 1489 167 104 136
internal_count=3726 3678 3574 2197 1377 1241 1190 1132 2144 327 160 1817 328 1489 167 104 136
is_linear=0
shrinkage=0.0995203


Tree=4744
num_leaves=26
num_cat=0
split_feature=17 5 3 3 10 5 1 3 1 1 3 3 1 17 5 17 26 9 17 5 4 17 5 21 5
split_gain=0.00822175 0.0282968 0.0129932 0.0242346 0.00998186 0.00983653 0.0257785 0.0412576 0.0699163 0.0128861 0.0105394 0.010377 0.00976382 0.00874565 0.0251442 0.016101 0.00870276 0.0235616 0.0114708 0.00818969 0.00779402 0.00667753 0.00653307 0.00612293 0.00582767
threshold=-0.040099999999999997 -0.095609999999999987 0.079570000000000016 -0.02172 0.087405000000000024 -0.061665000000000005 -0.080349999999999991 0.084895000000000012 -0.082489999999999994 -0.078509999999999983 0.083875000000000019 0.084620000000000015 -0.064534999999999995 -0.015464999999999998 -0.004089999999999999 -0.010239999999999999 0.11538500000000003 0.095415000000000014 -0.05543 -0.015214999999999999 0.094995000000000024 0.056905000000000011 -0.079124999999999987 0.093835000000000016 -0.06971999999999999
decision_type=2 2 2 2 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 16 6 7 -2 -9 -8 -7 -12 21 14 -13 -15 18 -18 19 -4 -17 -11 23 -14 -24
right_child=5 2 4 -5 -6 10 9 8 -10 12 11 13 22 15 -16 20 17 -19 -20 -21 -22 -23 24 -25 -26
leaf_value=0.0023838272873790444 0.00050880422761499149 -0.00036022090901516264 0.00061012388750981777 0.0028226477824900703 0.0013610945470652295 -0.00095754881765240402 0.0012709963665114908 1.9359164211793308e-05 -0.0052309418688663723 -0.00042756865700175522 0.0014981259068122476 0.0027270745168611102 6.9748886085326398e-06 -0.0017040379019629816 -0.00050141735758462368 0.00026545244650219753 0.0024478236986699067 -0.00041741393817252621 -0.0015307464555106285 -0.00012907588133386969 -0.0010768806164076483 -0.0019305013461696165 0.0015070279614760847 -0.00059506057422008946 9.695931721149248e-06
leaf_weight=57 65 46 174 48 55 77 64 48 52 80 62 46 578 49 49 593 50 65 52 1008 46 48 46 234 61
leaf_count=57 65 46 174 48 55 77 64 48 52 80 62 46 578 49 49 593 50 65 52 1008 46 48 46 234 61
internal_value=0 0.000206668 0.000123279 0.00125637 4.68342e-05 -9.22596e-05 -0.000271454 -0.00143255 -0.00270261 -9.82777e-05 0.000154848 0.000257184 -0.000182759 0.000157877 0.00105324 3.30546e-05 -6.14264e-06 0.000821224 -8.39107e-05 -1.95671e-05 0.00016754 -0.000997564 -6.83809e-05 -0.00016551 0.00066106
internal_weight=0 1555 1498 94 1404 2198 1276 165 100 1111 922 845 1047 783 95 688 1349 115 1234 1182 639 128 919 812 107
internal_count=3753 1555 1498 94 1404 2198 1276 165 100 1111 922 845 1047 783 95 688 1349 115 1234 1182 639 128 919 812 107
is_linear=0
shrinkage=0.0995203


Tree=4745
num_leaves=13
num_cat=0
split_feature=28 10 10 8 8 8 20 21 21 20 20 20
split_gain=0.00736292 0.00765821 0.00492726 0.0059739 0.013128 0.0094956 0.00683609 0.00883875 0.00615821 0.00542128 0.00782227 0.00749331
threshold=0.083225000000000021 0.09056500000000002 0.086165000000000019 -0.088634999999999992 -0.088024999999999992 -0.089984999999999996 -0.077394999999999992 0.086285000000000014 0.10384500000000002 -0.086134999999999989 -0.095634999999999998 -0.083970000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -8 10 -6 -11
right_child=-2 -3 -4 4 9 -7 8 -9 -10 11 -12 -13
leaf_value=0.0014039524428506567 0.0010394905552152905 0.00099103166868696134 -0.00083282774055515449 0.0016413097635773772 -5.6470772226002002e-05 -0.0012936312361603716 -0.00016131031207587419 -0.00021622969379558323 -0.0012531450195973947 0.0010369977776506186 -0.0012164465801118248 6.196241311890058e-05
leaf_weight=61 70 77 71 52 235 76 537 72 57 81 77 2287
leaf_count=61 70 77 71 52 235 76 537 72 57 81 77 2287
internal_value=0 8.83585e-06 -1.19103e-05 4.34618e-06 7.4713e-05 -0.000234039 -0.000122144 0.000520707 -0.000267461 4.40109e-05 -0.000345371 9.56603e-05
internal_weight=0 3683 3606 3535 2732 803 727 133 594 2680 312 2368
internal_count=3753 3683 3606 3535 2732 803 727 133 594 2680 312 2368
is_linear=0
shrinkage=0.0995203


Tree=4746
num_leaves=25
num_cat=0
split_feature=17 5 3 3 18 18 3 18 17 3 26 18 17 3 9 6 3 10 26 26 26 19 18 6
split_gain=0.00659835 0.0229845 0.0104102 0.019631 0.0100973 0.0162358 0.0133729 0.0124871 0.0116037 0.0164471 0.0303335 0.01305 0.0122067 0.0110454 0.0337441 0.0333169 0.014324 0.00796914 0.00771366 0.00713136 0.0141197 0.012723 0.0138865 0.0105476
threshold=-0.040099999999999997 -0.095169999999999991 0.079570000000000016 -0.02172 -0.011569999999999999 -0.015069999999999998 0.084380000000000024 -0.0087699999999999983 -0.0064000000000000003 0.091405000000000028 0.087045000000000025 -0.0032949999999999998 -0.000475 0.087625000000000022 0.084535000000000013 -0.0093650000000000001 0.08888500000000002 0.087405000000000024 -0.019129999999999998 0.086835000000000009 0.085570000000000021 0.0069650000000000016 -0.26631499999999997 -0.096164999999999987
decision_type=2 2 2 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 6 -2 -6 9 10 -9 -10 -13 15 -15 -8 -16 19 -14 20 23 22 -21 -4
right_child=4 2 17 -5 7 -7 13 8 11 -11 -12 12 18 14 16 -17 -18 -19 -20 21 -22 -23 -24 -25
leaf_value=0.0020607572379200511 -0.0012981020719581905 -0.00033544132481313235 0.0010223938026308458 0.0025279748108054307 -0.0017285934382640818 0.0018296766982853552 0.0028371484068124959 0.00028544353061474867 0.0015026868802246239 0.00052637024383464504 -0.003007986557492911 0.0010368488714067345 0.00023942356327719716 -0.0025319919479301614 0.0017986506775235919 -0.00022762765020852623 3.3473785135828289e-05 0.001209515443050568 -0.0003583032306108816 0.0018237967322063617 -0.0016835073419431076 -0.0011422946572842041 0.00021454622133131734 -0.00022760723681940431
leaf_weight=62 62 46 75 48 53 58 58 47 50 50 66 82 278 47 54 88 297 55 908 60 60 59 482 608
leaf_count=62 62 46 75 48 53 58 58 47 50 50 66 82 278 47 54 88 297 55 908 60 60 59 482 608
internal_value=0 0.000182475 0.000103927 0.00111802 -8.53184e-05 0.000238295 8.46331e-05 -0.00022593 -0.000171602 -0.000964145 -0.00163091 -7.29648e-05 -0.000135742 0.000243729 -2.58732e-05 0.00098428 0.000307372 3.52044e-05 -0.000217505 -1.22424e-05 -0.000218999 0.000242003 0.000394203 -8.91464e-05
internal_weight=0 1555 1493 94 2198 664 606 1534 1481 163 113 1318 1268 544 398 146 351 1399 1186 1344 743 601 542 683
internal_count=3753 1555 1493 94 2198 664 606 1534 1481 163 113 1318 1268 544 398 146 351 1399 1186 1344 743 601 542 683
is_linear=0
shrinkage=0.0995203


Tree=4747
num_leaves=15
num_cat=0
split_feature=28 10 10 8 8 26 26 26 1 26 0 4 26 1
split_gain=0.00583529 0.00575572 0.00428612 0.00453333 0.0102956 0.00840403 0.020204 0.00652749 0.0170677 0.00983695 0.00556284 0.0103944 0.00754661 0.00448252
threshold=0.083225000000000021 0.09056500000000002 0.086165000000000019 -0.088634999999999992 -0.088024999999999992 0.088605000000000017 0.092300000000000021 0.085355000000000028 -0.081744999999999998 0.083705000000000016 -0.014889999999999999 0.09939000000000002 0.087170000000000011 -0.080689999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -7 9 -9 -1 12 -12 -6 -8
right_child=-2 -3 -4 4 10 6 13 8 -10 -11 11 -13 -14 -15
leaf_value=1.4137298195539039e-05 0.00092318035268686594 0.00085718572412108905 -0.00077794478053549423 0.0014515302689164793 -0.00018252470376099302 -0.0019199468121095121 0.00066728221993415742 0.0019794659262776268 -0.00030935828066687437 -0.0013120950820822842 -4.314378772619483e-05 0.0012763474426019195 0.00016770817435709322 -0.00044153341304930074
leaf_weight=367 70 77 71 52 1225 86 59 54 79 65 144 99 1212 93
leaf_count=367 70 77 71 52 1225 86 59 54 79 65 144 99 1212 93
internal_value=0 5.64517e-06 -1.2311e-05 2.83506e-06 6.41636e-05 -0.0002048 -0.000700876 2.71762e-06 0.000613784 -0.000183517 3.69391e-05 0.000491058 -8.0065e-06 -5.7521e-06
internal_weight=0 3683 3606 3535 2732 803 238 565 133 432 2680 243 2437 152
internal_count=3753 3683 3606 3535 2732 803 238 565 133 432 2680 243 2437 152
is_linear=0
shrinkage=0.0995203


Tree=4748
num_leaves=16
num_cat=0
split_feature=28 29 2 2 6 22 1 8 8 0 9 8 5 0 2
split_gain=0.00790467 0.00558142 0.00544212 0.00927029 0.0161766 0.0369734 0.0159003 0.0104539 0.0190059 0.0113453 0.0100792 0.00938482 0.00689396 0.0125107 0.00378126
threshold=0.10217500000000003 -0.14715999999999999 0.15165000000000003 0.097745000000000012 -0.040424999999999996 0.078875000000000015 -0.035694999999999998 -0.050299999999999997 -0.055085000000000002 -0.12236 -0.090699999999999989 -0.045194999999999999 -0.084089999999999984 -0.12236 0.35004500000000011
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 9 -3 -9 -12 13 -4 -14
right_child=-2 2 12 4 6 -7 -8 10 -10 -11 11 -13 14 -15 -16
leaf_value=0.0010471868413435956 -0.0013274798549596527 0.00082541401632367202 -0.0019632680593054852 0.0035252524834132092 0.00073181215363085704 -0.00036713760058838921 -0.0016164189708048015 -0.0017093196775753194 0.0020505394846072559 -5.4485289930760848e-05 -0.0016078880593016365 -0.00018781394634802376 0.00075288860397555962 8.8883739330624692e-06 -0.00049467024626636711
leaf_weight=46 48 156 66 48 75 48 46 51 46 2081 49 843 46 60 50
leaf_count=46 48 156 66 48 75 48 46 51 46 2081 49 843 46 60 50
internal_value=0 -4.13462e-05 -5.52319e-05 -2.41887e-05 0.000605077 0.00157053 -0.000154139 -6.67706e-05 4.80533e-05 6.50966e-06 -0.000345627 -0.00026674 -0.000532993 -0.00101765 9.45911e-05
internal_weight=0 3711 3665 3443 217 96 121 3226 2283 2237 943 892 222 126 96
internal_count=3759 3711 3665 3443 217 96 121 3226 2283 2237 943 892 222 126 96
is_linear=0
shrinkage=0.0995203


Tree=4749
num_leaves=13
num_cat=0
split_feature=28 27 2 8 4 0 8 1 5 1 4 18
split_gain=0.00640876 0.00457476 0.00435146 0.00461679 0.00704086 0.016349 0.00555572 0.0143483 0.0290406 0.0078897 0.00693551 0.00682941
threshold=0.10217500000000003 0.11470500000000003 -0.24151999999999998 -0.42441999999999996 0.11541000000000003 -0.11170000000000001 -0.10337499999999999 0.0049450000000000015 -0.41397 0.51613500000000012 0.10423500000000002 0.090795000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 11 -9 10 -8 -5
right_child=-2 -3 3 6 5 -7 9 8 -10 -11 -12 -13
leaf_value=-0.00076265837193378741 -0.0011953688133268033 0.00094818081290332958 -0.0015104313261273922 0.00042088307567352164 -0.0013879568735812758 0.001182469673351258 -7.6076234336596034e-05 0 0.0032084058231532943 -0.0011988809698357543 0.00042748246821921576 -0.0007979642693638129
leaf_weight=83 48 46 52 96 48 50 2774 72 46 58 300 86
leaf_count=83 48 46 52 96 48 50 2774 72 46 58 300 86
internal_value=0 -3.72314e-05 -4.98228e-05 -3.30769e-05 -0.000573606 -6.81615e-05 -9.21381e-06 0.000399618 0.00125513 -4.86353e-05 -2.66663e-05 -0.000150558
internal_weight=0 3711 3665 3582 150 98 3432 300 118 3132 3074 182
internal_count=3759 3711 3665 3582 150 98 3432 300 118 3132 3074 182
is_linear=0
shrinkage=0.0995203


Tree=4750
num_leaves=15
num_cat=0
split_feature=28 36 27 1 5 9 0 8 7 10 9 27 4 27
split_gain=0.005196 0.00460747 0.00557808 0.0152764 0.0443837 0.011872 0.00760486 0.0081857 0.00440579 0.00448612 0.0157047 0.00514911 0.00633691 0.0023961
threshold=0.10217500000000003 0.090760000000000021 1.0000000180025095e-35 -0.0027699999999999995 -0.41397 0.081095000000000014 -0.014889999999999999 -0.088734999999999994 -0.10984999999999999 0.086165000000000019 0.098465000000000011 -0.086859999999999993 0.09939000000000002 0.086095000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 6 5 -5 7 13 -1 11 -11 -10 -13 -4
right_child=-2 -3 3 4 -6 -7 -8 -9 9 10 -12 12 -14 -15
leaf_value=-0.00095184318769357559 -0.0010764055054684279 -0.00085158459603972209 0.00039157088516864568 -0.00076124749016900873 0.0036761042571964303 0.0011544091065440025 0.00079514953225810455 -0.0017307686769184325 -0.00092915317747706099 -0.0019884008837885081 0.00056112963237116341 -5.8393745850327085e-05 0.00038231465570229452 -0.00060438958313576113
leaf_weight=54 48 67 47 73 46 57 49 46 61 48 47 2701 367 48
leaf_count=54 48 67 47 73 46 57 49 46 61 48 47 2701 367 48
internal_value=0 -3.35122e-05 -1.82461e-05 0.000349922 0.00101893 7.23972e-05 -0.000265481 -0.000639874 -5.96031e-05 -4.44047e-05 -0.000718437 -2.36786e-05 -5.40854e-06 -0.000103034
internal_weight=0 3711 3644 366 176 130 190 141 3278 3224 95 3129 3068 95
internal_count=3759 3711 3644 366 176 130 190 141 3278 3224 95 3129 3068 95
is_linear=0
shrinkage=0.0995203


Tree=4751
num_leaves=16
num_cat=0
split_feature=2 4 18 0 2 6 6 0 29 9 18 6 8 18 3
split_gain=0.00475229 0.0091972 0.00696815 0.00981405 0.00578242 0.0142635 0.0237687 0.00702087 0.00682718 0.00686145 0.0156736 0.00691545 0.00661828 0.0058506 0.00563555
threshold=0.15165000000000003 0.14123000000000005 0.10085500000000001 -0.12236 0.097745000000000012 -0.040424999999999996 -0.13803499999999999 -0.22163999999999998 0.0035350000000000004 0.084235000000000018 -0.10082999999999999 0.087455000000000019 -0.052214999999999998 -0.085709999999999995 0.12212000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 7 6 -6 -1 9 10 -9 -11 -10 -7 -5
right_child=2 -3 -4 14 5 13 -8 8 12 11 -12 -13 -14 -15 -16
leaf_value=-0.001018374320865894 -0.0016068934884198606 0.0013129557280347768 0.00058103781616790698 -0.00090703083860879674 -0.00014651837968034453 0.00050679499658145698 0.0030038946237063357 0.0016752659775693907 3.748838774276541e-05 -0.00023246236075541381 9.9144213221600625e-05 0.00011090900538406467 -0.0015441230973571704 -0.00088981777052451094 0.00053773139363912071
leaf_weight=75 78 51 48 50 48 54 46 70 46 1449 598 966 58 65 57
leaf_count=75 78 51 48 50 48 54 46 70 46 1449 598 966 58 65 57
internal_value=0 -1.34044e-05 -0.000477812 -0.000756965 -3.3106e-05 0.00046881 0.00138647 -6.61308e-05 -4.34646e-05 -1.64408e-05 0.000265532 -9.47748e-05 -0.000836693 -0.000249182 -0.000129741
internal_weight=0 3526 233 185 3475 213 94 3262 3187 3083 668 2415 104 119 107
internal_count=3759 3526 233 185 3475 213 94 3262 3187 3083 668 2415 104 119 107
is_linear=0
shrinkage=0.0995203


Tree=4752
num_leaves=13
num_cat=0
split_feature=9 25 11 9 29 1 0 5 6 6 5 4
split_gain=0.0116116 0.0086312 0.00523942 0.00587927 0.0316501 0.0306866 0.00791011 0.00669112 0.0173881 0.00651815 0.00234973 0.0020148
threshold=-0.22988499999999998 0.096120000000000025 0.063835000000000017 0.11351500000000002 0.11163000000000002 0.26048500000000008 -0.061654999999999995 -0.039649999999999998 0.11345500000000001 0.10449000000000003 -0.034484999999999995 0.14095000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 7 6 10 8 -2 -9 -5 -1
right_child=1 -3 -4 5 -6 -7 -8 9 -10 -11 -12 -13
leaf_value=0.0015698624532365119 -0.00016319452714811216 0.001248874081008318 0.00095602430049306487 0.00010024752622940139 0.0025296024233910368 -0.0028559871501898189 -0.00074525179266749593 -1.741147065428306e-05 -0.00191188684477363 0.00055625023699566538 0.001022949024591795 0.00060298858520138555
leaf_weight=46 1304 51 50 61 47 46 82 1668 59 222 53 47
leaf_count=46 1304 51 50 61 47 46 82 1668 59 222 53 47
internal_value=0 -3.60401e-05 -5.45115e-05 -6.90077e-05 -3.40213e-05 -0.000542711 0 -7.13128e-05 -0.000239491 4.95379e-05 0.000536404 0.00109003
internal_weight=0 3643 3592 3542 3300 242 196 3253 1363 1890 114 93
internal_count=3736 3643 3592 3542 3300 242 196 3253 1363 1890 114 93
is_linear=0
shrinkage=0.0995203


Tree=4753
num_leaves=21
num_cat=0
split_feature=2 26 9 9 3 0 26 8 8 9 26 8 4 0 20 9 21 0 2 2
split_gain=0.00949522 0.00643877 0.0155836 0.0119771 0.0231024 0.00827026 0.00438606 0.0140551 0.0377701 0.0121354 0.00977329 0.00846631 0.00762091 0.00668835 0.01641 0.0119792 0.00525137 0.00685104 0.0119406 0.0080064
threshold=0.50951500000000005 0.11624000000000002 0.09310000000000003 0.097990000000000022 0.10293500000000001 -0.06340999999999998 -0.025024999999999999 -0.052214999999999998 -0.012329999999999999 0.098465000000000011 -0.054024999999999997 -0.064619999999999997 0.10755500000000003 -0.085754999999999984 -0.085349999999999995 0.087765000000000024 -0.0086749999999999987 -0.065229999999999996 -0.032624999999999994 -0.026175
decision_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 -5 -6 10 11 -9 12 16 13 -10 15 -15 -8 -1 18 -18 -19
right_child=-2 2 3 4 5 -7 7 8 9 -11 -12 -13 -14 14 -16 -17 17 19 -20 -21
leaf_value=0.00070889169880687078 0.0012789208334190809 -0.0016974409533386326 0.0010800876354915222 -0.0018133654153539569 0.0013716132355408462 -0.00036495767835077226 -0.00048177496253441537 0.0029834746703392627 -0.00010243214448926789 0.0016594761126071181 -0.0015835619355941029 -0.0012687643609290724 0.00090660934017798773 0.0015483766800276758 3.6576832759501754e-05 0.0003403523781376362 -0.00094048312606206767 0.0008059044991117583 0.00024813580992604883 -0.00046924564008617349
leaf_weight=69 56 76 66 76 51 57 583 55 396 54 48 55 91 76 1129 250 214 113 136 85
leaf_count=69 56 76 66 76 51 57 583 55 396 54 48 55 91 76 1129 250 214 113 136 85
internal_value=0 -2.6717e-05 -0.000449036 -6.62466e-05 -0.000481881 0.00044751 1.40873e-05 7.09118e-05 0.000497416 0.000243161 -0.000214458 -5.01479e-05 8.44348e-05 -1.68591e-05 0.000132606 -0.000234055 -0.00010662 -0.000210797 -0.000476281 0.000254357
internal_weight=0 3680 326 250 184 108 3354 2689 596 541 665 2093 487 2038 1205 833 617 548 350 198
internal_count=3736 3680 326 250 184 108 3354 2689 596 541 665 2093 487 2038 1205 833 617 548 350 198
is_linear=0
shrinkage=0.0995203


Tree=4754
num_leaves=18
num_cat=0
split_feature=9 23 3 9 8 18 4 20 17 3 4 8 4 9 20 5 4
split_gain=0.0083714 0.00550423 0.0056004 0.0129143 0.0317603 0.0172833 0.00913885 0.00851214 0.0106059 0.00659275 0.0136857 0.0230151 0.0214388 0.0134425 0.0320653 0.00869179 0.00200366
threshold=-0.22988499999999998 0.096100000000000033 0.12131500000000002 0.11351500000000002 0.010485000000000003 0.11417000000000002 0.13364000000000004 -0.077044999999999988 -0.031185000000000001 0.11125500000000002 0.10713500000000002 -0.010374999999999999 0.10495500000000003 0.098720000000000016 -0.060199999999999997 -0.0031649999999999998 0.14095000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 6 4 7 -5 9 -4 -9 10 12 -12 -2 14 -11 -15 -1
right_child=1 -3 3 5 -6 -7 -8 8 -10 13 11 -13 -14 15 -16 -17 -18
leaf_value=0.0014015109292586461 -6.7182223591975319e-05 0.0010508491624354843 0.00050456759600284293 -0.002795878668512095 0.0021019172878381904 -4.92181110468009e-05 0.0013340669020526 -0.0019945929649724638 -0.00037470553934033744 -0.0002040533478477043 0.00012555731410372926 -0.0028539093246794166 0.0019728602812542147 0.00030234960077838498 0.0022247177336465539 -0.0015062491841126458 0.00044310407526003479
leaf_weight=46 2678 46 56 46 54 46 50 59 130 123 57 46 52 57 95 48 47
leaf_count=46 2678 46 56 46 54 46 50 59 130 123 57 46 52 57 95 48 47
internal_value=0 -3.01706e-05 -4.42228e-05 -0.000399812 -7.9648e-05 -0.00143145 -6.00147e-07 -0.000563824 -0.000884716 -2.20045e-05 -7.08188e-05 -0.00119713 -2.80244e-05 0.000403607 0.000850601 -0.000516642 0.000925958
internal_weight=0 3643 3597 391 299 92 3206 245 189 3156 2833 103 2730 323 218 105 93
internal_count=3736 3643 3597 391 299 92 3206 245 189 3156 2833 103 2730 323 218 105 93
is_linear=0
shrinkage=0.0995203


Tree=4755
num_leaves=12
num_cat=0
split_feature=12 7 0 4 0 5 5 0 20 20 17
split_gain=0.00711823 0.00375106 0.00437549 0.0158587 0.00428902 0.00440487 0.00721335 0.00809862 0.00499185 0.0106436 0.0069377
threshold=0.092405000000000029 -0.074779999999999999 0.12433000000000002 0.10098000000000003 0.11291000000000002 -0.012464999999999999 -0.013944999999999999 -0.071029999999999996 -0.082784999999999984 -0.085349999999999995 -0.011174999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3 9 -7 -10
right_child=-2 2 3 -5 -6 8 -8 -9 10 -11 -12
leaf_value=0.00066733256018717321 0.001026597154661405 -2.5897310747300653e-05 -0.00028318859191647485 0.0020140858570281031 -0.00099525513889914046 0.00013619493775372812 -0.0012324570189056411 -0.00061745770367455989 -0.00013677971089777566 0.0016784252210429412 0.00040767831018197935
leaf_weight=76 65 1574 83 46 48 206 59 269 946 57 307
leaf_count=76 65 1574 83 46 48 206 59 269 946 57 307
internal_value=0 -2.39703e-05 -3.88125e-05 0.000529649 -6.02061e-05 -4.68354e-05 -0.00014785 -0.000112684 7.93593e-05 0.000473555 -2.72763e-06
internal_weight=0 3671 3595 129 3466 3418 1902 1843 1516 263 1253
internal_count=3736 3671 3595 129 3466 3418 1902 1843 1516 263 1253
is_linear=0
shrinkage=0.0995203


Tree=4756
num_leaves=27
num_cat=0
split_feature=26 26 17 26 17 1 8 17 3 3 17 20 2 20 26 30 3 4 0 26 3 26 9 9 26 17
split_gain=0.0105041 0.0126405 0.0256061 0.0147327 0.0104104 0.0266357 0.0243663 0.0237707 0.0220184 0.035781 0.0170451 0.01028 0.0221393 0.0395774 0.0144113 0.0129938 0.0108966 0.0106555 0.0104376 0.0098418 0.00949452 0.0150186 0.00632612 0.0251113 0.0205416 0.00629236
threshold=0.091195000000000012 0.090020000000000031 -0.014289999999999999 0.089485000000000023 -0.036600000000000001 -0.082489999999999994 -0.082014999999999991 -0.067864999999999995 0.089655000000000026 0.092115000000000016 -0.11248999999999999 -0.085594999999999991 -0.086554999999999993 -0.09280999999999999 0.081750000000000031 0.10801000000000002 0.16149500000000003 0.10172500000000002 -0.225295 0.093245000000000022 0.098225000000000021 0.096155000000000018 0.097365000000000021 0.11296000000000002 0.098495000000000013 -0.088734999999999994
decision_type=2 2 2 2 2 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 7 6 -6 10 -7 -10 19 12 14 17 25 16 18 -14 -13 -2 -21 -22 24 -24 -11 -1
right_child=4 2 -4 -5 5 8 -8 -9 9 22 -12 15 13 -15 -16 -17 -18 -19 -20 20 21 -23 23 -25 -26 -27
leaf_value=-0.00093772604610024228 -0.00149390878695836 5.901676128255216e-05 -0.0025794472447943128 0.0012172044482931374 0.00026324678790662137 -0.0015816543526375973 0.0034732562405287355 -0.0016922464150331018 0.0025489555264797798 0.00053327759490209826 0.0018175087890837617 -0.0011823406015058894 0.00093204744057344901 0.0033157245289500486 -0.0020461272440970009 0.001110008821519132 -0.0016627710459826337 -0.00064765934277448292 -0.00024687080867508084 0.001144091923146316 0.0010990297121292515 -0.0010876344732030567 0.0016057365229795598 -0.00068506285289160647 -0.0012850246414779038 0.00047461059093752118
leaf_weight=49 46 80 66 73 46 66 49 89 64 133 51 127 88 52 48 62 61 81 1818 62 47 91 95 94 114 86
leaf_count=49 46 80 66 73 46 66 49 89 64 133 51 127 88 52 48 62 61 81 1818 62 47 91 95 94 114 86
internal_value=0 -0.000226537 -0.00112811 -0.000174495 0.000144623 0.000384938 0.00192755 -0.000264779 0.000124572 0.000351431 0.000160224 -0.000215924 0.000242111 0.000913926 -0.000564734 -0.000305801 -0.000349967 0.000170066 -0.000308374 -0.000180032 0.000118067 -0.000336969 2.69806e-05 0.000462066 -0.000302625 -3.19516e-05
internal_weight=0 2691 146 2545 1047 661 95 386 566 500 297 2472 404 221 183 2068 2006 169 1945 246 200 138 436 189 247 135
internal_count=3738 2691 146 2545 1047 661 95 386 566 500 297 2472 404 221 183 2068 2006 169 1945 246 200 138 436 189 247 135
is_linear=0
shrinkage=0.0995203


Tree=4757
num_leaves=26
num_cat=0
split_feature=26 26 18 26 9 6 3 1 2 3 20 1 20 2 2 20 21 30 17 18 21 4 21 17 2
split_gain=0.00852317 0.010233 0.022885 0.0119494 0.00872151 0.0218019 0.0170346 0.027845 0.0323139 0.0131682 0.0108038 0.0087547 0.00833341 0.0179556 0.0343001 0.0139176 0.0113206 0.010542 0.00900505 0.0801814 0.00816739 0.00789456 0.00758122 0.0090898 0.00699518
threshold=0.091195000000000012 0.090020000000000031 -0.014825 0.089485000000000023 0.08895500000000002 0.086965000000000028 0.091865000000000016 -0.080349999999999991 -0.078244999999999995 0.09304500000000003 0.0040650000000000018 -0.082489999999999994 -0.085594999999999991 -0.086554999999999993 -0.079284999999999994 -0.096095 0.087625000000000022 0.10801000000000002 0.016900000000000005 -0.083039999999999989 0.083750000000000019 0.10343500000000001 0.11729000000000002 0.033280000000000011 -0.112555
decision_type=2 2 2 2 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 5 11 7 -6 -9 -8 22 -2 13 15 -15 24 -16 18 21 -20 -13 -14 23 -11 -1
right_child=4 2 -4 -5 6 -7 9 8 -10 10 -12 20 17 14 16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.00076660301358824547 0.0011238995653876545 -0.0022453846688610885 0.00023762594849472299 0.001096068018503977 0.00039162832042149303 0.0022184698108241832 0.0017939955270072532 -0.0038652910824667325 -0.00015472531823556044 -0.00034638690613498157 -0.0012063047803547934 -0.0013901488540025322 -8.3540188712018183e-05 0.0031776962755853209 0.00094180266729320219 -0.0016928633533795964 -0.00066765127791837138 0.00099954056657497415 -0.0045544219702253076 -0.00023446075783006633 0.00042897780959197152 -0.00061670873234632897 0.0011849308098066617 0.0005227137927438215 0.00077698885301873946
leaf_weight=50 48 74 72 73 89 65 49 48 46 238 57 51 1221 48 90 64 83 62 48 380 46 357 72 238 69
leaf_count=50 48 74 72 73 89 65 49 48 46 238 57 51 1221 48 90 64 83 62 48 380 46 357 72 238 69
internal_value=0 -0.000203992 -0.00101528 -0.000157129 0.000130308 0.000703818 -1.26053e-05 -0.000862276 -0.00205819 0.000223895 9.53766e-05 1.91902e-05 -0.000194468 0.000217814 0.000822972 -0.000508531 0.000164905 -0.000275407 -0.00031522 -0.000720856 -0.000519031 -0.000204681 0.000232264 8.64436e-05 0.000121542
internal_weight=0 2691 146 2545 1047 210 837 183 94 654 605 145 2472 404 221 183 173 2068 2006 428 97 1578 548 476 119
internal_count=3738 2691 146 2545 1047 210 837 183 94 654 605 145 2472 404 221 183 173 2068 2006 428 97 1578 548 476 119
is_linear=0
shrinkage=0.0995203


Tree=4758
num_leaves=24
num_cat=0
split_feature=2 2 1 9 18 17 17 5 7 1 6 6 2 5 20 5 8 8 17 5 2 17 26
split_gain=0.00693355 0.0138592 0.055518 0.0499444 0.0234574 0.0236921 0.0112945 0.00889191 0.0081695 0.00556464 0.0218062 0.0198878 0.0162284 0.0108887 0.00665729 0.00727124 0.0060305 0.00572795 0.00550761 0.0119192 0.00931377 0.0153946 0.00971168
threshold=-0.082025000000000001 -0.083665000000000003 -0.083284999999999984 0.09143500000000003 -0.013734999999999999 0.0065250000000000013 -0.56005499999999986 -0.53313499999999991 -0.10984999999999999 0.10637500000000003 -0.101065 0.004915000000000001 -0.046564999999999995 -0.14822499999999997 0.096815000000000026 -0.092864999999999989 -0.090440000000000006 -0.0066399999999999992 -0.54192999999999991 0.26473000000000008 -0.084804999999999992 -0.012064999999999999 0.091195000000000012
decision_type=2 2 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 -4 -6 -1 -2 -9 13 12 -12 -11 -10 15 -15 -14 -16 -8 20 22 -22 -20
right_child=7 2 3 -5 5 -7 18 8 9 10 11 -13 16 14 17 -17 -18 -19 19 -21 21 -23 -24
leaf_value=-0.0012406817773750886 -0.00094887958597722217 -0.0037912195102538879 -0.0024245601339317629 0.0023736993780902205 -0.0012206858148031039 0.0016254346938317972 0.00096881597997646742 -0.0011079733106046032 -0.0012902969352882061 -0.0015117954169269272 0.0031622730956409632 0.00027698873435354367 0.0010608012033474677 0.00077138893377271108 -4.9362061575246237e-05 4.5230135210371341e-05 -6.2203550593808177e-05 -0.0015152636990452308 -0.00023457090042023086 -0.0013355052317481433 -7.4797407823908672e-05 0.0021208247401079219 0.00074033833951647017
leaf_weight=82 91 53 72 56 78 46 52 58 61 57 48 48 80 152 63 1382 113 47 782 70 79 52 116
leaf_count=82 91 53 72 56 78 46 52 58 61 57 48 48 80 152 63 1382 113 47 782 70 79 52 116
internal_value=0 -0.000261289 -0.000862359 -0.000243119 -0.000994959 -0.000158265 -0.000111942 1.38203e-05 5.57475e-05 8.90554e-05 0.000453027 0.00172816 -3.33491e-05 1.47135e-05 6.36334e-05 0.000117717 0.000399049 -0.000683144 -3.08163e-05 -7.88595e-05 5.83109e-06 0.000790499 -0.000107724
internal_weight=0 1538 305 252 196 124 1233 2200 2109 2051 346 96 250 1705 1644 1534 193 110 1151 1099 1029 131 898
internal_count=3738 1538 305 252 196 124 1233 2200 2109 2051 346 96 250 1705 1644 1534 193 110 1151 1099 1029 131 898
is_linear=0
shrinkage=0.0995203


Tree=4759
num_leaves=23
num_cat=0
split_feature=0 3 3 17 17 3 7 3 8 2 3 2 17 17 2 9 9 1 26 2 17 4
split_gain=0.00852937 0.00816494 0.0429082 0.00852954 0.00731038 0.0151805 0.0101379 0.00865871 0.0389431 0.0184506 0.00863543 0.0410863 0.0201304 0.0183215 0.0136696 0.00783563 0.0323876 0.0110638 0.00700012 0.00720861 0.00551961 0.0029962
threshold=-0.26289499999999993 0.08400500000000001 0.083725000000000022 0.056905000000000011 -0.0017249999999999998 0.085035000000000013 -0.068034999999999998 0.085035000000000013 -0.081669999999999993 -0.08385999999999999 0.087445000000000023 -0.081344999999999987 -0.0073949999999999997 -0.013125 -0.083589999999999984 0.083955000000000016 0.086115000000000011 0.00095500000000000023 0.087260000000000018 -0.017704999999999995 -0.008069999999999999 0.10876500000000001
decision_type=2 2 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 7 -6 -7 8 9 -3 11 14 13 -12 -9 17 -17 -8 19 20 -2 -21
right_child=1 4 -4 -5 5 6 15 10 -10 -11 12 -13 -14 -15 -16 16 -18 -19 -20 21 -22 -23
leaf_value=-0.0014370941315687638 0.00078823253474442239 -0.00079405287969774223 -0.0032537697661704549 0.00094404433971572907 0.0018221032595206114 -0.0012095600376900418 0.0014676081116730241 0.0002157206945933334 0.001618141031395818 -0.0033523144202084504 -0.00018968651494248085 0.0025158923125614919 -0.0019248817390554046 0.001474834149191868 -0.0015119436863553345 -0.0019447014119779579 0.00017227980119416671 0.00020006751884488221 -0.0014262498409830515 -0.0013452108393643648 -0.00037032563381842127 -0.00022043611529999049
leaf_weight=46 92 74 49 62 52 57 95 175 46 46 1266 70 63 69 61 78 869 249 49 50 72 48
leaf_count=46 92 74 49 62 52 57 95 175 46 46 1266 70 63 69 61 78 869 249 49 50 72 48
internal_value=0 -7.23381e-05 -0.000484396 -0.000118396 -1.89108e-05 0.000152777 8.77738e-05 -0.000147885 -0.00083453 -0.00178154 -8.05126e-05 0.0003975 -0.000185728 -0.000103042 -0.000227368 0.000145688 -1.22178e-06 0.000552495 -0.000332833 -0.000125215 0.000274606 -0.000802654
internal_weight=0 3692 422 373 3270 1400 1348 1870 166 120 1704 306 1398 1335 236 1291 947 344 311 262 164 98
internal_count=3738 3692 422 373 3270 1400 1348 1870 166 120 1704 306 1398 1335 236 1291 947 344 311 262 164 98
is_linear=0
shrinkage=0.0995203


Tree=4760
num_leaves=13
num_cat=0
split_feature=25 28 36 5 5 20 1 0 1 17 17 5
split_gain=0.0112213 0.00827073 0.00773572 0.00740577 0.0118543 0.018072 0.0098396 0.00753986 0.00606861 0.00583058 0.0232382 0.00958108
threshold=0.096120000000000025 0.10217500000000003 0.086430000000000021 -0.49053999999999998 -0.50544999999999984 -0.048779999999999997 0.51136500000000018 -0.18357499999999999 0.015980000000000005 0.0084900000000000028 0.053575000000000012 -0.072535000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 9 -7 -4 11 -11 -5
right_child=-2 -3 8 6 -6 7 -8 -9 -10 10 -12 -13
leaf_value=0.0014091665066509294 0.0013973224803023176 -0.0013121638299822729 -0.0016483427008412799 0.00049169211191641099 0.0019618600651345507 -0.0013742027933886223 -0.0011191680540580614 0.0001362109428855685 -0.00013812443375458295 -0.0015535337516583362 1.6152092983361256e-05 1.2341961535094458e-05
leaf_weight=82 59 46 47 536 49 54 74 81 63 107 728 1816
leaf_count=82 59 46 47 536 49 54 74 81 63 107 728 1816
internal_value=0 1.35294e-05 3.05216e-05 5.63704e-05 0.000561382 0.000241372 1.49255e-05 -0.000461891 -0.000790842 4.15153e-05 -0.000184013 0.00012193
internal_weight=0 3683 3637 3527 266 217 3261 135 110 3187 835 2352
internal_count=3742 3683 3637 3527 266 217 3261 135 110 3187 835 2352
is_linear=0
shrinkage=0.0995203


Tree=4761
num_leaves=22
num_cat=0
split_feature=23 18 18 4 2 18 5 5 9 26 5 5 18 5 2 2 12 2 18 18 18
split_gain=0.00945268 0.00815863 0.0360549 0.00648759 0.0105443 0.0185636 0.00780809 0.0232939 0.012323 0.00543486 0.0106948 0.0099993 0.0164266 0.0155662 0.00949232 0.00926918 0.0050903 0.00940967 0.00544592 0.0463783 0.0155162
threshold=0.086085000000000023 -0.09404499999999999 -0.096219999999999986 0.079660000000000022 0.096520000000000022 -0.17307499999999998 -0.0087549999999999989 0.066815000000000027 0.089025000000000021 0.09271500000000002 0.11286000000000003 -0.082635 0.089365000000000014 -0.076589999999999991 -0.058894999999999996 -0.082830000000000001 -0.0091799999999999989 0.41061500000000012 0.086065000000000016 0.088735000000000022 0.027500000000000007
decision_type=2 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 -5 -1 -8 -9 16 11 12 14 -13 -11 -15 -3 18 20 -20 -18
right_child=-2 9 -4 4 -6 -7 7 8 -10 10 -12 13 -14 15 -16 -17 17 -19 19 -21 -22
leaf_value=-0.001073494873166178 0.0012126013004658924 -0.00068838288055704641 -0.002945087204357359 0.00025687713312059563 0.00045578411982863642 -0.0024056025022217084 0.0021757792988865068 -0.0012532806757309053 0.00031422823410115719 0.00072554958603310142 -0.001274081541090972 0.0018338927084948424 -0.0016910329975341149 0.0012563831029904278 -0.00095687912285645949 -0.0001498294090532559 0.0001318389024358611 0.0015878575978266374 0.0029844268261623348 7.6844103378619316e-05 -0.0012321424480840645
leaf_weight=46 66 69 48 46 57 58 55 66 200 86 76 53 83 53 54 373 1613 46 62 445 87
leaf_count=46 66 69 48 46 57 58 55 66 200 86 76 53 83 53 54 373 1613 46 62 445 87
internal_value=0 1.06077e-05 -0.000333088 -9.40824e-05 -0.000621688 -0.0012201 0.000135143 0.000310894 -7.16252e-05 7.47326e-05 -0.000152393 -2.97906e-05 -0.0005813 0.000225258 7.07654e-05 2.32004e-05 0.000151185 0.000177261 0.000147489 0.000434021 6.15536e-05
internal_weight=0 3676 576 528 161 104 367 321 266 3100 778 702 223 479 140 426 2322 2253 2207 507 1700
internal_count=3742 3676 576 528 161 104 367 321 266 3100 778 702 223 479 140 426 2322 2253 2207 507 1700
is_linear=0
shrinkage=0.0995203


Tree=4762
num_leaves=20
num_cat=0
split_feature=3 5 17 3 6 2 3 8 3 1 4 5 7 9 9 3 3 20 4
split_gain=0.00816227 0.0224794 0.0482647 0.0184943 0.00982596 0.0127695 0.0179378 0.0133056 0.0112131 0.013185 0.00912361 0.0055765 0.00515029 0.0063292 0.0279536 0.0144874 0.0119378 0.00573341 0.00502738
threshold=0.084895000000000012 -0.0087549999999999989 -0.023964999999999997 0.085195000000000007 0.087575000000000028 -0.086169999999999983 0.083055000000000018 -0.094139999999999988 0.083725000000000022 0.015980000000000005 0.079660000000000022 -0.53715999999999997 -0.074779999999999999 0.083925000000000013 0.084345000000000017 0.087745000000000031 0.089985000000000023 -0.066619999999999999 0.10724500000000002
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 -2 5 6 -1 -7 9 -9 -3 -5 -13 15 -15 17 -17 -14 -16
right_child=3 2 -4 11 -6 7 -8 8 -10 -11 -12 12 13 14 18 16 -18 -19 -20
leaf_value=9.0171510077451767e-05 0.0019735836159760398 0.00052773809359607873 -0.0038347149720908027 0.00083438515440467632 0.0011988902241128793 -0.0010750314433037357 -0.0024056344636190791 -0.001040735853968127 0.0016700081811702907 0.0010592731579254144 -0.0011991985696200361 0.00096761181443943858 -0.0021718232845830436 0.0024319522945417354 2.1612983318375942e-05 0.0014683737344368169 -0.00017789534121584054 -0.00062409396705369953 0.00085712187088123515
leaf_weight=65 51 72 51 90 66 55 50 55 71 64 52 58 46 50 2071 47 601 53 74
leaf_count=65 51 72 51 90 66 55 50 55 71 64 52 58 46 50 2071 47 601 53 74
internal_value=0 -0.000306839 -0.00125675 9.33549e-05 8.14625e-05 -0.000121125 -0.000987844 0.00028236 0.000679598 8.18015e-05 -0.00018986 6.20571e-05 3.86143e-05 2.00214e-05 0.000105432 -0.000229854 -5.72266e-05 -0.00135151 5.08187e-05
internal_weight=0 601 175 3141 426 360 115 245 190 119 124 3090 3000 2942 2195 747 648 99 2145
internal_count=3742 601 175 3141 426 360 115 245 190 119 124 3090 3000 2942 2195 747 648 99 2145
is_linear=0
shrinkage=0.0995203


Tree=4763
num_leaves=11
num_cat=0
split_feature=25 8 9 28 17 17 2 5 5 5
split_gain=0.007258 0.00607321 0.0103173 0.00593341 0.00601035 0.030606 0.00728614 0.00697734 0.0477996 0.00784629
threshold=0.096120000000000025 -0.51030999999999993 -0.37999999999999995 0.10217500000000003 0.043850000000000007 0.053575000000000012 -0.087444999999999995 -0.091229999999999992 -0.09583499999999999 -0.087969999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 -7 8 -4 -9
right_child=-2 2 3 -5 5 6 -8 9 -10 -11
leaf_value=0.00090710140838004267 0.0011212316611694546 -0.0014746484395442333 1.9031904606394215e-05 -0.0011131428701365818 -0.0023714850001559243 0.00065668021503279754 -0.00016935417142111253 -0.0010408479779842228 0.002663697082275302 5.3304723241479526e-05
leaf_weight=73 59 47 444 46 60 125 683 67 80 2058
leaf_count=73 59 47 444 46 60 125 683 67 80 2058
internal_value=0 8.28778e-06 -9.66092e-06 9.43419e-06 2.43495e-05 -0.000202619 -4.0551e-05 9.90294e-05 0.00042436 1.84215e-05
internal_weight=0 3683 3610 3563 3517 868 808 2649 524 2125
internal_count=3742 3683 3610 3563 3517 868 808 2649 524 2125
is_linear=0
shrinkage=0.0995203


Tree=4764
num_leaves=24
num_cat=0
split_feature=1 26 1 17 18 18 2 17 2 1 2 26 0 26 8 0 3 1 4 4 17 4 18
split_gain=0.0106377 0.0149011 0.0127169 0.0157921 0.00707486 0.0110878 0.0114325 0.00688758 0.00838497 0.0124458 0.0139713 0.0119898 0.0234965 0.0164397 0.0196753 0.0180711 0.0105259 0.00822174 0.011196 0.0211945 0.0107211 0.00745819 0.00592799
threshold=-0.16272499999999998 -0.070694999999999994 -0.12118 -0.092124999999999999 0.027500000000000007 -0.060544999999999995 0.096520000000000022 0.0031350000000000006 -0.072419999999999998 -0.050379999999999994 -0.065379999999999994 0.084735000000000019 -0.085684999999999997 0.092385000000000023 -0.077889999999999987 -0.085794999999999996 0.10486500000000003 0.51334500000000016 0.13707500000000003 0.11849500000000003 -0.0073949999999999997 0.14699000000000004 0.11286500000000002
decision_type=2 2 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 -3 17 11 -10 -11 12 -9 15 -15 -13 -12 18 19 20 -4 -20 -6
right_child=2 4 7 -5 22 -7 -8 8 9 10 16 13 -14 14 -16 -17 -18 -19 21 -21 -22 -23 -24
leaf_value=0.0018921141047705977 3.9742978306260675e-05 -0.00093898693571490535 -6.8725515187567984e-05 -0.0025102432022321717 -0.0012112037957505385 0.0014920181150638481 0.00097408261364713964 -5.057969196768319e-05 -0.0012446927772054052 0.0016258503984795203 -0.0010010675902072589 0.0005063627397355893 0.002624540516514512 0.0023118941896076543 0.00016005307822199437 -0.00099523325109344605 0.00035161225702261479 0.00087377039472295577 -0.0021490709083684897 0.0013812095563984937 -0.00061878866176853407 -0.00036069666377258922 0.00023173990096260905
leaf_weight=62 48 65 1521 47 52 77 59 66 87 50 97 154 63 65 122 163 137 76 46 88 458 49 60
leaf_count=62 48 65 1521 47 52 77 59 66 87 50 97 154 63 65 122 163 137 76 46 88 458 49 60
internal_value=0 0.000480997 -7.79546e-05 -0.00121321 0.000198862 0.000553842 -2.21343e-05 -4.44357e-05 0.000171768 -0.000202452 0.000113943 0.00039239 0.00124953 0.000171379 0.000912397 -0.000263169 -0.000205616 -0.000141793 -0.000177872 -0.000128878 -0.00019644 -0.00123526 -0.000430889
internal_weight=0 375 3337 95 313 201 124 3242 1004 371 284 633 129 504 187 317 234 2238 2162 2067 1979 95 112
internal_count=3712 375 3337 95 313 201 124 3242 1004 371 284 633 129 504 187 317 234 2238 2162 2067 1979 95 112
is_linear=0
shrinkage=0.0995203


Tree=4765
num_leaves=22
num_cat=0
split_feature=1 26 1 17 17 18 1 1 1 18 17 18 17 18 2 1 9 2 17 17 17
split_gain=0.00863265 0.0121209 0.0102942 0.0128912 0.00559019 0.00782432 0.0103231 0.0149769 0.0092144 0.00683454 0.0213639 0.0139558 0.0262134 0.0203281 0.00903482 0.00858904 0.00635617 0.00558114 0.0056288 0.00979058 0.00973278
threshold=-0.16272499999999998 -0.083385000000000001 -0.12118 -0.092649999999999996 0.0031350000000000006 -0.085709999999999995 -0.082635 -0.080085000000000003 -0.076329999999999995 0.09729500000000002 -0.020405 0.089505000000000015 -0.065004999999999993 0.086800000000000016 -0.049174999999999996 -0.066524999999999987 0.12188500000000002 -0.241895 -0.14679499999999998 -0.0064000000000000003 -0.55754499999999996
decision_type=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 9 -6 -7 -8 -9 11 14 13 -13 16 15 -11 -4 -3 20 -20 -19
right_child=2 17 4 -5 5 6 7 8 -10 10 -12 12 -14 -15 -16 -17 -18 18 19 -21 -22
leaf_value=0.0018948534207208466 8.7835784417327183e-05 0.0012150301839232152 -0.0001106682130688425 -0.0022155620712276131 0.0011626958694477385 0.0014128083885356015 -0.0015948891518759842 0.0010577498996696634 -1.345660332257507e-05 -0.00046811264773287208 -0.0025391388740247881 -0.00067563811649826578 0.0022430490375184055 -0.0018157513421162503 -0.0012358344288554124 0.0012770211180831955 0.00089036047615105585 0.00037545727629134342 0.0011425214300207545 -0.00040352274111514377 -0.0014340480524482795
leaf_weight=49 46 47 1773 49 71 54 55 89 735 57 47 54 69 69 50 54 65 61 87 75 56
leaf_count=49 46 47 1773 49 71 54 55 89 735 57 47 54 69 69 50 54 65 61 87 75 56
internal_value=0 0.000433345 -7.01721e-05 -0.00109162 -3.99883e-05 0.000154754 7.7174e-05 -3.94743e-06 0.000101251 -0.000127719 -0.000671506 -7.15971e-05 0.000955019 -0.000138242 -0.000121211 0.000373497 -7.48219e-05 0.000211159 3.91137e-05 0.000421707 -0.000483634
internal_weight=0 375 3337 95 3242 1004 933 879 824 2238 208 2030 123 1907 161 111 1838 326 279 162 117
internal_count=3712 375 3337 95 3242 1004 933 879 824 2238 208 2030 123 1907 161 111 1838 326 279 162 117
is_linear=0
shrinkage=0.0995203


Tree=4766
num_leaves=21
num_cat=0
split_feature=1 1 18 1 3 17 10 20 17 3 2 18 18 18 18 5 18 3 18 21
split_gain=0.00717772 0.021666 0.0106858 0.0259993 0.00967924 0.0172528 0.0101242 0.00538074 0.00559501 0.00755046 0.0155419 0.0380338 0.0142755 0.00558048 0.0347984 0.0207265 0.0158272 0.0097325 0.00458006 0.00252682
threshold=-0.14482999999999999 -0.112275 0.027500000000000007 -0.17548999999999998 0.10377500000000002 -0.13530499999999998 0.085875000000000021 0.2959750000000001 0.0031350000000000006 0.08400500000000001 -0.086254999999999984 -0.01205 -0.082304999999999989 0.091725000000000015 0.089505000000000015 -0.087969999999999993 0.086800000000000016 0.087925000000000017 0.091725000000000015 0.091545000000000029
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 5 -1 -6 8 13 -10 11 -11 -12 14 16 -15 -3 -17 -4 -20
right_child=1 7 18 -5 6 -7 -8 -9 9 10 12 -13 -14 15 -16 17 -18 -19 19 -21
leaf_value=-0.0018309534696089652 -0.0021676407822165205 -9.7589101755384016e-05 -0.0010073375447625201 0.0027004319353506286 3.6139026442204919e-05 0.00060328123813006905 0.0020496047437865011 0.0010191687073017369 -0.00083688481224484829 0.003487899488951405 -0.0015352543201811745 -9.4881877157885377e-05 0.00016961886021276453 -0.0023524352750714595 0.0023843276327004197 0.0011437128561911619 -0.0016350475234044846 -0.00048109147591091626 0.00047933984150948667 -0.0004638950724031717
leaf_weight=47 48 1779 55 54 54 74 47 47 72 47 52 77 746 52 55 46 69 175 69 47
leaf_count=47 48 1779 55 54 54 74 47 47 72 47 52 77 746 52 55 46 69 175 69 47
internal_value=0 -6.85786e-05 0.000356557 0.000740332 0.000259863 -0.000335483 0.000981204 -3.70046e-05 -5.29222e-05 0.000142289 0.000219641 0.00125651 5.74984e-05 -0.000142471 -8.16034e-05 -0.000563762 -0.000155437 -0.000139193 -0.000258083 9.01099e-05
internal_weight=0 3265 447 276 222 121 101 3217 3170 994 922 124 798 2176 1903 273 1848 221 171 116
internal_count=3712 3265 447 276 222 121 101 3217 3170 994 922 124 798 2176 1903 273 1848 221 171 116
is_linear=0
shrinkage=0.0995203


Tree=4767
num_leaves=23
num_cat=0
split_feature=1 3 18 4 2 1 17 17 20 2 8 6 2 20 3 4 3 26 6 3 2 20
split_gain=0.00639796 0.0109801 0.0126905 0.00942086 0.0141418 0.00931604 0.0105609 0.00757447 0.00433928 0.00464649 0.00737326 0.00881001 0.0143416 0.0114665 0.00706527 0.0125026 0.00476427 0.00680966 0.00645991 0.00922381 0.00600877 0.00520677
threshold=-0.16272499999999998 0.08511500000000001 -0.13579499999999997 0.10716000000000002 -0.16935999999999998 -0.12118 -0.092124999999999999 -0.14169499999999999 0.2959750000000001 -0.0072299999999999994 -0.11550499999999998 -0.097455 0.096520000000000022 -0.009049999999999999 0.11896500000000003 0.13271500000000006 0.11926500000000002 0.095385000000000011 -0.14723999999999998 0.014805000000000004 -0.079844999999999985 -0.085204999999999989
decision_type=2 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 -2 -6 9 16 14 13 -13 -12 -11 -16 18 20 19 -7 -18 -20
right_child=5 2 3 -5 7 8 -8 -9 -10 10 11 12 -14 -15 15 -17 17 -19 21 -21 -22 -23
leaf_value=0.0014796367273451029 0 -0.0013027364512177135 0.002156872207975215 -0.00064200728114674867 -0.00077844396149156104 0.00036642441674107423 -0.002091537302988561 0.00077194829594439665 0.00091774088620614873 0.00095278443969686868 -0.0024046246813593151 0.00067786377918524889 -0.0010751830538359122 -0.00055680014744795042 -0.0015269601970855533 0.00057313500815596257 0 -0.00027754992237057167 0.00041500635760311166 -0.0011391505425660299 0.0013344997609885986 -4.3382213314210919e-05
leaf_weight=72 48 52 52 63 48 61 47 88 47 73 49 101 85 109 48 67 52 81 280 115 93 1981
leaf_count=72 48 52 52 63 48 61 47 88 47 73 49 101 85 109 48 67 52 81 280 115 93 1981
internal_value=0 0.000374 0.000108573 0.000404217 0.000759168 -5.9466e-05 -0.00103112 0.000218732 -3.07411e-05 -4.495e-05 -0.000313506 -0.000587974 -0.000118859 -0.00113504 0.000184358 -0.000296308 8.39327e-06 0.000445753 -3.18302e-05 -0.000612681 0.00085545 1.30221e-05
internal_weight=0 375 303 251 188 3337 95 136 3242 3195 532 344 186 158 188 115 2663 226 2437 176 145 2261
internal_count=3712 375 303 251 188 3337 95 136 3242 3195 532 344 186 158 188 115 2663 226 2437 176 145 2261
is_linear=0
shrinkage=0.0995203


Tree=4768
num_leaves=27
num_cat=0
split_feature=18 20 0 9 21 0 9 21 17 18 18 1 17 20 17 17 9 8 0 0 26 9 9 3 0 26
split_gain=0.0120367 0.00963127 0.0100541 0.00898629 0.0174559 0.018163 0.0114876 0.0243704 0.00749479 0.00618413 0.0130401 0.0350236 0.00757688 0.0112133 0.00981881 0.00881088 0.0213518 0.00731735 0.00859928 0.0407705 0.0170032 0.007343 0.0273394 0.011667 0.00686725 0.00380535
threshold=0.31690500000000005 -0.083495 -0.14680499999999999 0.083955000000000016 -0.015724999999999999 -0.085144999999999985 0.08895500000000002 -0.015724999999999999 -0.067015000000000005 0.090025000000000022 0.086800000000000016 -0.080349999999999991 -0.065004999999999993 -0.058504999999999995 -0.095109999999999986 -0.01857 0.091750000000000012 -0.082934999999999995 -0.085794999999999996 -0.086589999999999986 0.087395000000000014 0.09032500000000003 0.087885000000000019 0.11125500000000002 -0.084154999999999994 -0.0063299999999999997
decision_type=2 2 2 2 2 2 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 7 -5 -8 10 17 -12 14 -14 -11 16 -15 18 19 -3 -20 22 -19 -23 -17 -10
right_child=-2 9 3 6 5 -7 8 -9 25 12 11 -13 13 15 -16 24 -18 21 20 -21 -22 23 -24 -25 -26 -27
leaf_value=-0.0013796176620786459 0.0016119900076711153 -0.00011120538239298674 -0.00098543491581979986 0.00015523486193319593 0.0026789599204393765 -2.0449188246270382e-05 0.00089805728214534231 -0.0024331117992157387 -0.0011197038852880277 -0.00021448398059031331 0.0031659815716955173 -0.00062487890635014537 0.0010951056191518577 -0.0025640796796725426 -0.0019858861341402038 0.00066088288756983534 0.00036451810573468428 0.00020545145099139846 -0.0011852687163691966 0.0028917904858829654 0.00014580932542631003 -0.00025882548184983723 0.0018011881789537533 0.00064634042249648617 -0.00028278205269100469 0.00012673551886374228
leaf_weight=82 48 516 54 71 46 52 66 72 47 91 49 47 78 47 48 116 51 665 175 49 206 467 127 202 223 48
leaf_count=82 48 516 54 71 46 52 66 72 47 91 49 47 78 47 48 116 51 665 175 49 206 467 127 202 223 48
internal_value=0 2.53296e-05 -0.000363581 -0.000179078 0.000442882 0.00123827 -0.000492751 -0.00114226 7.90621e-05 9.18651e-05 0.000163236 0.00130151 -0.000180033 -2.45407e-06 -0.000832081 -0.000200231 -0.00103166 0.000117497 -9.75167e-05 0.000147783 -0.00046343 0.000257279 0.000462367 1.32596e-05 3.77092e-05 -0.000481307
internal_weight=0 3695 538 456 152 98 304 143 161 3157 2503 96 654 515 139 437 98 2407 946 565 381 1461 792 669 339 95
internal_count=3743 3695 538 456 152 98 304 143 161 3157 2503 96 654 515 139 437 98 2407 946 565 381 1461 792 669 339 95
is_linear=0
shrinkage=0.0995203


Tree=4769
num_leaves=13
num_cat=0
split_feature=18 18 6 19 0 0 0 8 0 3 2 3
split_gain=0.00975977 0.00843451 0.0286193 0.00776914 0.00491371 0.00613602 0.0183904 0.0335179 0.0194114 0.00665295 0.00943044 0.00649949
threshold=0.31690500000000005 0.15891500000000006 0.092120000000000021 0.13201000000000004 0.16362500000000005 -0.084369999999999987 -0.08269 -0.084855 -0.082339999999999983 0.091475000000000015 -0.087804999999999994 0.092635000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 9 7 -7 -8 10 -1 -11
right_child=-2 2 -4 -5 -6 6 8 -9 -10 11 -12 -13
leaf_value=0.00040323159345096289 0.0014515644323568058 0.0008395609416003624 -0.0025039171235668625 -0.00085893435809334296 -0.00090608032170298681 0.0029953228766799113 -0.0017864182033283948 0.00018695706768571114 0.00016709351854681236 0.0012808549549724745 -0.00037396212833784782 9.8521529109308641e-05
leaf_weight=192 48 49 52 91 50 64 52 125 1571 50 779 620
leaf_count=192 48 49 52 91 50 64 52 125 1571 50 779 620
internal_value=0 2.27867e-05 -0.000873729 4.82087e-05 7.2008e-05 8.64079e-05 0.000212748 0.00114227 0.000104 -5.25984e-05 -0.000219441 0.000187977
internal_weight=0 3695 101 3594 3503 3453 1812 189 1623 1641 971 670
internal_count=3743 3695 101 3594 3503 3453 1812 189 1623 1641 971 670
is_linear=0
shrinkage=0.0995203


Tree=4770
num_leaves=14
num_cat=0
split_feature=20 21 20 21 0 0 3 3 5 0 5 3 20
split_gain=0.00885245 0.0191159 0.00821662 0.00574119 0.00755579 0.00515244 0.0155616 0.050302 0.0120618 0.0174585 0.0124297 0.00868278 0.00134354
threshold=-0.15615999999999999 0.095695000000000016 -0.14797999999999997 -0.091104999999999992 -0.25289499999999993 -0.085684999999999997 0.085355000000000028 0.084855000000000028 -0.004089999999999999 -0.086304999999999993 0.0043900000000000015 0.085965000000000028 -0.40431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -2 -4 -5 8 7 -7 9 -6 -10 -8 -1
right_child=2 -3 3 4 5 6 11 -9 10 -11 -12 -13 -14
leaf_value=-0.0002169769716147311 0.001323365693185061 -0.0021882697600053174 -0.00090598805468416923 0.0012702997569926347 -0.00012420716341640856 0.00025173869824856096 -0.0012961664640711978 0.0038443966207285496 0.0019292537624011508 -0.0017687958280887389 0.0001269097281161745 7.4261724863970306e-05 0.00053260893899688356
leaf_weight=47 51 55 61 51 1107 244 47 46 53 68 137 1730 46
leaf_count=47 51 55 61 51 1107 244 47 46 53 68 137 1730 46
internal_value=0 -0.000716573 6.85202e-05 5.02313e-05 6.72133e-05 4.90967e-05 0.000148349 0.000824432 -0.000100601 -0.00022008 0.000633978 3.75545e-05 0.000144984
internal_weight=0 148 3595 3544 3483 3432 2067 290 1365 1175 190 1777 93
internal_count=3743 148 3595 3544 3483 3432 2067 290 1365 1175 190 1777 93
is_linear=0
shrinkage=0.0995203


Tree=4771
num_leaves=15
num_cat=0
split_feature=1 21 8 19 7 26 6 26 26 1 26 8 1 4
split_gain=0.00826048 0.00641694 0.00479934 0.00785138 0.00674024 0.00803703 0.0206092 0.00554283 0.0345722 0.072796 0.0122665 0.0072925 0.00534808 0.00529821
threshold=-0.55579999999999996 0.16638500000000003 0.025720000000000003 -0.071824999999999986 0.056805000000000015 -0.2382 -0.085885000000000003 0.083970000000000031 0.0054200000000000012 -0.077774999999999997 0.084355000000000027 -0.046889999999999994 -0.010764999999999999 0.09939000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7 8 13 -10 -9 -12 -8 -5
right_child=1 -3 4 7 -6 6 12 10 9 -11 11 -13 -14 -15
leaf_value=0.0012916853727817082 0.0011006773663798932 -0.0010043979890590122 0.00045956818813928691 -0.00022125183252730759 0.00077086425012455151 -0.002475871067444704 -0.000565825774812671 -0.0014765846522823349 0.0049150651788090515 0.00027652987767251281 -4.4860460504553551e-05 0.00098943103997102826 0.00059560739923795179 0.00024117725686124966
leaf_weight=51 72 60 72 522 50 53 155 58 46 125 1894 70 52 463
leaf_count=51 72 60 72 522 50 53 155 58 46 125 1894 70 52 463
internal_value=0 1.59715e-05 3.30532e-05 7.24773e-05 -0.000300218 -0.000463991 -0.000722895 4.8925e-05 0.00022288 0.00152911 -5.01224e-05 -7.57987e-06 -0.00027011 -3.05559e-06
internal_weight=0 3692 3632 3250 382 332 260 3178 1156 171 2022 1964 207 985
internal_count=3743 3692 3632 3250 382 332 260 3178 1156 171 2022 1964 207 985
is_linear=0
shrinkage=0.0995203


Tree=4772
num_leaves=32
num_cat=0
split_feature=6 6 3 3 3 3 1 9 17 17 17 6 1 10 9 17 9 7 0 3 8 1 3 20 8 17 3 20 8 4 0
split_gain=0.00935394 0.0214644 0.00783511 0.0207921 0.0168106 0.0142932 0.0224152 0.0106112 0.00862868 0.0177061 0.0152795 0.0131599 0.00920731 0.00515867 0.00984262 0.00642053 0.0121417 0.0375294 0.0182611 0.00974146 0.0194474 0.0182086 0.024962 0.0171034 0.0160941 0.0138292 0.0151506 0.00614287 0.00442666 0.00436611 0.00116305
threshold=0.088565000000000019 0.089430000000000023 0.097880000000000023 0.10850000000000003 0.096385000000000012 0.14530500000000005 -0.061135000000000002 0.097200000000000022 0.07134500000000002 0.0065250000000000013 -0.015464999999999998 0.10449000000000003 -0.077774999999999997 0.086165000000000019 0.098465000000000011 0.0041300000000000009 0.11351500000000002 0.082295000000000021 -0.087300000000000003 0.10377500000000002 -0.086304999999999993 -0.010395 0.087825000000000028 -0.014534999999999999 -0.093384999999999982 0.12439000000000001 0.12461000000000003 -0.10177499999999999 -0.085764999999999994 0.085230000000000014 -0.082494999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 4 7 8 6 -5 -4 9 10 -3 -10 -11 15 -15 16 17 27 -18 20 24 23 -23 -22 -17 -21 30 29 -29 -1 -27
right_child=1 2 3 5 -6 -7 -8 -9 11 12 -12 -13 -14 14 -16 19 18 -19 -20 25 21 22 -24 -25 -26 26 -28 28 -30 -31 -32
leaf_value=-0.001263201670836386 0.0017618876147462849 0.00030570498294788667 0.0027931662625674319 0.00052324068756222863 -0.0018232153031224599 0.0012239301426178223 -0.0024273944142315347 0.00066145002000120095 -0.0014661675484294952 0.00046769414525692178 -0.0012510823710428895 0.00031592021262733547 0.0024642472922256648 -0.001464339562099214 0.00018388923338294178 -0.00025509013512976483 0.00023304498151371304 0.0028573826052378922 -0.0025277799398082321 -0.0020539090436193777 -0.0020430196207375803 0.0029950604154010642 0.00028312833267824325 0.00041859341286156756 -0.0026046245710224731 -0.0014623340042412224 0.0010654428103575326 -0.00019418076739887322 0.00014214576996663764 0 -0.00071395220673690007
leaf_weight=65 83 284 47 55 51 50 47 48 81 46 80 82 48 78 65 80 48 46 46 71 48 46 128 66 46 46 49 591 1123 47 49
leaf_count=65 83 284 47 55 51 50 47 48 81 46 80 82 48 78 65 80 48 46 46 71 48 46 128 66 46 46 49 591 1123 47 49
internal_value=0 0.000228663 8.92981e-05 0.00056904 -8.58176e-05 -0.000147866 -0.00082834 0.00172471 5.55491e-05 0.000278057 -3.41972e-05 -0.000564635 0.00149592 -0.00012662 -0.00070942 -9.41883e-05 -5.22111e-06 4.97809e-05 -0.00110929 -0.000370962 -8.65361e-05 0.00036248 0.00100478 -0.000610695 -0.00111935 -0.00091484 -0.00034753 -2.0499e-05 2.57003e-05 -0.000734822 -0.00108494
internal_weight=0 1002 919 247 672 152 102 95 621 458 364 163 94 2738 143 2595 1966 1872 94 629 414 288 174 114 126 215 144 1826 1714 112 95
internal_count=3740 1002 919 247 672 152 102 95 621 458 364 163 94 2738 143 2595 1966 1872 94 629 414 288 174 114 126 215 144 1826 1714 112 95
is_linear=0
shrinkage=0.0995203


Tree=4773
num_leaves=21
num_cat=0
split_feature=6 6 4 5 18 1 5 17 1 26 17 6 6 6 10 6 6 18 18 18
split_gain=0.00760239 0.0173951 0.00702054 0.0106111 0.0135958 0.0209776 0.0111439 0.00940659 0.0169802 0.005173 0.00433252 0.015299 0.0163875 0.0107174 0.0077506 0.00687903 0.00949944 0.00523434 0.00960811 0.0137175
threshold=0.088565000000000019 0.089430000000000023 0.09939000000000002 0.060575000000000011 -0.057764999999999997 -0.090104999999999991 0.043850000000000007 -0.095109999999999986 -0.083284999999999984 0.5128250000000002 -0.011809999999999999 0.086420000000000011 0.087765000000000024 0.087515000000000023 0.086165000000000019 0.085955000000000018 0.082725000000000021 -0.091594999999999996 -0.082304999999999989 -0.073454999999999993
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 6 5 -5 7 -3 -9 10 13 17 -13 14 15 16 -1 -12 -19 -20
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 11 12 -14 -15 -16 -17 -18 18 19 -21
leaf_value=-1.9581654881846388e-05 0.0015865439982213365 0.0013184819317386769 0.0011123755367552167 -7.5345336596093762e-05 0.00038012953702144884 -0.002938277668272724 0.0016795529269371143 -0.0012238951375943255 0.00020007143855074979 0.00087675342864079438 -0.0011354360550107716 -0.002399145351945315 0 0.0014382277361005696 -0.0010796468420653463 -0.00099892491371310907 0.0011603810865465345 0.0010250639370902902 -0.0018307893264533572 -0.00010899502636815376
leaf_weight=1083 83 55 61 55 69 48 46 100 485 51 52 65 49 49 70 65 72 69 48 1065
leaf_count=1083 83 55 61 55 69 48 46 100 485 51 52 65 49 49 70 65 72 69 48 1065
internal_value=0 0.000206232 8.06771e-05 6.37373e-06 -0.000691584 -0.00141748 0.000182565 7.36901e-05 -4.19424e-05 -0.000114055 -0.000133166 -0.000259129 -0.00136313 -5.74437e-06 -6.12276e-05 -2.12263e-06 5.32657e-05 -0.000156475 -0.000112714 -0.000183986
internal_weight=0 1002 919 858 172 103 686 640 585 2738 2687 1348 114 1339 1290 1220 1155 1234 1182 1113
internal_count=3740 1002 919 858 172 103 686 640 585 2738 2687 1348 114 1339 1290 1220 1155 1234 1182 1113
is_linear=0
shrinkage=0.0995203


Tree=4774
num_leaves=12
num_cat=0
split_feature=2 31 10 1 18 18 0 3 1 0 7
split_gain=0.00454403 0.00424353 0.00395749 0.00631819 0.00827359 0.0100479 0.0255863 0.00782172 0.00485434 0.00431248 0.00829903
threshold=-0.24206999999999998 0.085410000000000028 0.090005000000000016 -0.088694999999999982 -0.14624999999999996 -0.091869999999999993 -0.077544999999999989 0.09587500000000003 -0.087734999999999994 -0.0033699999999999997 0.081185000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7 -5 10 -10
right_child=1 -3 -4 8 5 7 -8 -9 9 -11 -12
leaf_value=-0.00097748939178842853 -0.0007711064988134913 -0.00093231033086701 -0.00065923789516204921 -0.0010199637960448095 0.0027066338207887035 -0.00010675484046018615 4.396041545063004e-05 0.0007766994973979999 -3.7851139119169175e-05 -0.00098595344853626881 0.0012311219554731747
leaf_weight=49 65 49 88 50 60 311 90 145 2735 46 52
leaf_count=49 65 49 88 50 60 311 90 145 2735 46 52
internal_value=0 -1.23372e-05 0 1.63645e-05 0.000291585 0.000406921 0.00111449 0.000172373 -4.74073e-05 -2.99535e-05 -1.38808e-05
internal_weight=0 3691 3642 3554 671 606 150 456 2883 2833 2787
internal_count=3740 3691 3642 3554 671 606 150 456 2883 2833 2787
is_linear=0
shrinkage=0.0995203


Tree=4775
num_leaves=10
num_cat=0
split_feature=24 30 30 23 10 8 4 8 4
split_gain=0.0035141 0.00385096 0.00995224 0.005558 0.00635427 0.012403 0.00726076 0.0219665 0.00820069
threshold=0.10636500000000003 0.12076500000000003 0.10366000000000002 -0.046924999999999994 0.086165000000000019 -0.013304999999999999 0.09939000000000002 -0.071594999999999992 0.094025000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 8 -8 -5
right_child=-2 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.00085207494360568662 -0.000878107814868432 0.00083829619345955674 -0.0014045232033696921 7.7233763203295027e-06 0.00035306380492283176 -0.0015170741775570567 -0.00017488689270393019 0.0012050857760598818 -0.0011312239652337052
leaf_weight=75 47 52 51 2844 65 75 270 197 64
leaf_count=75 47 52 51 2844 65 75 270 197 64
internal_value=0 -1.1651e-05 -2.40146e-05 -4.17486e-06 1.3684e-05 -0.000642949 4.11647e-05 0.00040549 -1.70614e-05
internal_weight=0 3693 3641 3590 3515 140 3375 467 2908
internal_count=3740 3693 3641 3590 3515 140 3375 467 2908
is_linear=0
shrinkage=0.0995203


Tree=4776
num_leaves=17
num_cat=0
split_feature=22 20 20 28 26 21 9 9 21 36 11 21 26 21 20 1
split_gain=0.0489381 0.014081 0.0387762 0.0154559 0.0112672 0.0219583 0.0136757 0.0281704 0.0213021 0.0106642 0.0103657 0.0100162 0.00817283 0.0065179 0.00515612 0.00756914
threshold=0.13292500000000004 -0.080094999999999986 -0.080934999999999993 0.080375000000000016 0.087865000000000013 -0.0050399999999999993 0.11351500000000002 0.10706000000000003 0.086835000000000009 0.088355000000000031 -1.0000000180025095e-35 0.11754000000000002 0.086985000000000021 0.10726000000000002 -0.081564999999999985 -0.0068249999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 9 -6 7 -7 -8 10 -3 13 -12 14 15 -1
right_child=-2 3 -4 -5 5 6 8 -9 -10 -11 12 -13 -14 -15 -16 -17
leaf_value=7.2584722779223487e-06 0.0032678685134243405 -0.0013596532482125204 -0.0028713280790580893 0.0016844651303100323 0.0024221201617704372 0.00021535876456437123 -0.0019106909006296727 0.0027066503199498822 0.00058792569932472117 0.0011336871929885275 -2.8004499598034588e-05 0.00094588848637310703 -0.00082761164680222258 -0.0014285925149971697 0.00077760694115852971 -0.00072622151559362746
leaf_weight=337 46 69 57 60 46 1079 72 47 63 65 1267 71 141 47 48 235
leaf_count=337 46 69 57 60 46 1079 72 47 63 65 1267 71 141 47 48 235
internal_value=0 1.48886e-06 -0.000369464 0.000103148 6.95579e-05 0.000284705 0.000206085 0.000320074 -0.000738606 -0.00011227 -0.000167656 -0.000175121 -0.00010866 -0.000295676 -0.000208473 -0.000292653
internal_weight=0 3704 795 2909 2849 1307 1261 1126 135 1542 1477 738 1408 667 620 572
internal_count=3750 3704 795 2909 2849 1307 1261 1126 135 1542 1477 738 1408 667 620 572
is_linear=0
shrinkage=0.0995203


Tree=4777
num_leaves=25
num_cat=0
split_feature=22 9 9 9 9 3 26 5 3 3 3 3 3 9 17 4 9 17 5 9 9 21 20 5
split_gain=0.0396809 0.0125036 0.0409013 0.0274656 0.0984882 0.01005 0.0216977 0.0157579 0.00987584 0.0191212 0.0126225 0.0176163 0.0265826 0.00966431 0.0143425 0.00744527 0.00681133 0.00593748 0.0128511 0.00905606 0.00691223 0.00587571 0.00427396 0.00845819
threshold=0.13292500000000004 0.08938500000000002 0.08888500000000002 0.09202500000000001 0.091555000000000011 0.089655000000000026 0.090385000000000021 -0.021235 0.10583000000000002 0.10325000000000002 0.11816500000000002 0.11252000000000002 0.10807500000000002 0.088285000000000016 -0.015100000000000001 0.11541000000000003 0.092605000000000021 -0.041415 -0.065999999999999989 0.093335000000000015 0.094435000000000033 0.11729000000000002 -0.058504999999999995 -0.11065499999999999
decision_type=2 2 2 2 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 -3 -7 -8 9 13 11 12 -10 15 -15 -1 -5 18 -18 -19 -21 -20 -12 -24
right_child=-2 3 -4 16 -6 6 7 -9 10 -11 22 -13 -14 14 -16 -17 17 19 21 20 -22 -23 23 -25
leaf_value=-0.00011315443737684573 0.0029426496286028728 -0.00076798176247107081 -0.0023109269562527389 -0.00092630681433858301 0.0049260826708853065 -0.00045517355863115816 0.0030134069573321534 0.00039941136310919377 -0.0018630963907331969 0.001970747563956543 0.00054178704661918579 -0.0022139105579520812 0.0012438627144256012 0.0020929064701061405 -0.00025498226657024885 0.00094349625715389512 0.0018731647015685447 -0.0013986043632269569 -0.00010825236212026438 0.0010152681930161453 -0.00013229026108054867 0.00074623873408142442 0.00017149247426166906 -0.0010927874216757163
leaf_weight=1491 46 70 83 73 54 91 46 47 53 50 85 80 56 52 50 69 49 51 256 58 500 115 143 82
leaf_count=1491 46 70 83 73 54 91 46 47 53 50 85 80 56 52 50 69 49 51 256 58 500 115 143 82
internal_value=0 1.36269e-06 -0.000141768 0.000234809 0.00106564 0.000241697 0.000630263 0.00170116 -5.9968e-05 5.31586e-05 -0.00044973 -0.00109101 -0.00025935 -4.03806e-06 0.000933955 -6.58932e-05 1.85474e-06 6.84966e-05 0.000356881 -0.000129045 -1.15428e-05 0.00015441 -5.61162e-05 -0.000285629
internal_weight=0 3704 2294 1410 308 254 184 93 2211 1712 499 189 109 1662 102 1560 1102 1029 420 609 558 371 310 225
internal_count=3750 3704 2294 1410 308 254 184 93 2211 1712 499 189 109 1662 102 1560 1102 1029 420 609 558 371 310 225
is_linear=0
shrinkage=0.0995203


Tree=4778
num_leaves=24
num_cat=0
split_feature=22 5 21 19 4 9 8 4 0 21 3 1 3 8 21 8 1 5 26 26 0 5 5
split_gain=0.0321758 0.0108475 0.0098466 0.0276467 0.00885251 0.0191626 0.0194683 0.0156503 0.0117521 0.0406403 0.0106838 0.0177761 0.0104678 0.00906353 0.00876466 0.00981099 0.00663741 0.00651388 0.0060485 0.0231317 0.0238675 0.0065335 0.00647942
threshold=0.13292500000000004 -0.087969999999999993 -0.078089999999999993 0.10583000000000002 0.11849500000000003 0.11351500000000002 -0.071594999999999992 0.11338500000000003 -0.095339999999999994 0.090995000000000006 0.08785500000000003 0.0065600000000000007 0.084505000000000011 -0.092844999999999997 -0.015724999999999999 -0.082584999999999992 -0.018369999999999997 -0.45822499999999994 0.10924500000000002 0.11444500000000003 -0.071484999999999993 -0.082635 -0.039649999999999998
decision_type=2 2 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 7 6 17 8 10 13 12 -12 -1 -10 15 -4 -3 -6 21 -20 -21 -16 -23
right_child=-2 2 14 -5 5 -7 -8 -9 9 -11 11 -13 -14 -15 18 -17 -18 -19 19 20 -22 22 -24
leaf_value=0.00019206784321729214 0.0026497964998652311 0.00092341179974658836 -0.0019239010779870489 0.0025669015185120839 0.00059573697185036898 -0.0015566479677293888 0.0020601990657105915 -0.0021901617338680162 -0.0012765307816875798 -0.0027803969434549783 0.0021401635984635548 1.928590698624698e-05 -0.0017133832001369833 0.00012451225875644177 0.00093851102553307061 5.6704853721751792e-05 -0.0005763894510602798 -0.00078729483372670152 0.002466903702893119 -0.00106510546613439 0.00089767300865769379 -0.00043018170808637796 7.4334687743641981e-05
leaf_weight=54 46 46 46 60 77 47 67 47 58 76 46 268 59 213 76 52 80 60 50 101 156 297 1668
leaf_count=54 46 46 46 60 77 47 67 47 58 76 46 268 59 213 76 52 80 60 50 101 156 297 1668
internal_value=0 1.20508e-06 0.000110116 0.000808495 -0.000265433 0.000249746 0.000669938 -0.000423933 -0.000315623 -0.000745902 3.21238e-05 0.000332595 -0.00079557 -0.000172321 5.66752e-05 -0.000864614 -2.23458e-05 -3.99508e-06 9.54763e-05 0.000507513 0.000123123 3.30981e-05 -1.50387e-06
internal_weight=0 3704 2632 186 1072 251 204 821 774 347 427 314 113 271 2446 98 126 137 2348 307 257 2041 1965
internal_count=3750 3704 2632 186 1072 251 204 821 774 347 427 314 113 271 2446 98 126 137 2348 307 257 2041 1965
is_linear=0
shrinkage=0.0995203


Tree=4779
num_leaves=14
num_cat=0
split_feature=10 19 28 6 3 3 8 3 26 26 26 6 6
split_gain=0.0297196 0.0110931 0.0111387 0.00546973 0.00829034 0.0205042 0.0189884 0.0083269 0.00669128 0.0484434 0.0340137 0.0126041 0.00847023
threshold=0.096215000000000023 0.14061500000000002 0.080375000000000016 0.087575000000000028 0.10871500000000002 0.09940000000000003 -0.050299999999999997 0.084065000000000015 0.088325000000000028 0.08777500000000002 0.08896500000000003 0.085120000000000015 0.041585000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 7 -6 -5 9 12 -10 -12 -1
right_child=-2 -3 -4 4 6 -7 -8 -9 10 -11 11 -13 -14
leaf_value=-5.5952247955522138e-05 0.0024166400166383628 0.0014851364452649416 0.0012206009893131397 0.001390507855010437 0.00037446373376507443 0.0018987666393233348 -0.001938112629144845 4.0901019040366113e-05 0.0027276355956183354 -0.0034134264003236755 9.5630418332491631e-05 -0.001475172924431727 -0.00068270890789002409
leaf_weight=1569 51 49 70 48 86 69 59 832 47 46 520 56 248
leaf_count=1569 51 49 70 48 86 69 59 832 47 46 520 56 248
internal_value=0 -2.07326e-06 -2.22628e-05 -4.67933e-05 0.000138283 0.000245971 -0.00056087 0.000115446 -0.000128568 -0.000223165 0.000152997 -5.56655e-05 -0.000141948
internal_weight=0 3699 3650 3580 1094 949 145 880 2486 1863 623 576 1817
internal_count=3750 3699 3650 3580 1094 949 145 880 2486 1863 623 576 1817
is_linear=0
shrinkage=0.0995203


Tree=4780
num_leaves=8
num_cat=0
split_feature=7 0 9 20 20 7 9
split_gain=0.0174132 0.00795093 0.00792049 0.0069828 0.00913877 0.0071933 0.00543482
threshold=0.093110000000000012 -0.25289499999999993 0.15091000000000004 -0.24910499999999999 -0.15615999999999999 0.07988000000000002 0.11891000000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.0011327278074390913 0.0015715755599258331 0.00098408510429664965 0.00098659974290354934 -0.0013456931521511231 -5.5154720693412305e-05 -0.0012883014140145498 0.00075043511745938774
leaf_weight=59 70 63 74 55 3284 46 85
leaf_count=59 70 63 74 55 3284 46 85
internal_value=0 -1.28593e-05 -3.18247e-05 -5.33877e-05 -7.24596e-05 -5.17139e-05 -3.45867e-05
internal_weight=0 3666 3607 3533 3470 3415 3369
internal_count=3736 3666 3607 3533 3470 3415 3369
is_linear=0
shrinkage=0.0995203


Tree=4781
num_leaves=19
num_cat=0
split_feature=4 0 8 8 8 5 26 6 8 6 3 3 6 3 6 3 3 18
split_gain=0.0305576 0.00838256 0.0079838 0.0350345 0.00826639 0.0201436 0.0169552 0.0442621 0.0135212 0.00766285 0.0273212 0.0182059 0.012197 0.0169477 0.0130707 0.00656207 0.0240012 0.00582557
threshold=0.15615500000000004 -0.23998999999999998 -0.083849999999999994 -0.083390000000000006 -0.085764999999999994 -0.021739999999999999 0.087960000000000024 -0.0087049999999999992 -0.086254999999999984 0.10248500000000002 0.092300000000000021 0.097880000000000023 0.096175000000000024 0.094685000000000033 0.094100000000000031 0.087570000000000023 0.088115000000000013 0.088250000000000009
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 8 -6 7 -7 15 12 -11 -12 14 -14 -5 17 -17 -3
right_child=-2 2 3 9 5 6 -8 -9 -10 10 11 -13 13 -15 -16 16 -18 -19
leaf_value=0.0010685824658484002 0.0024840088099537653 -0.00036216785564774259 -0.0026140051895946282 -0.00015610081719182742 -0.00076248869096885296 -2.2451801025747278e-05 -0.00018223017624159675 0.0038857298170695271 -0.0014154928088570165 0.0024925690607386537 -0.0011342105336049563 0.00055688916551972735 -0.0026154699818042595 0 0.0015080817154675848 0.0024191702345300698 0.00014584408767549033 0.00047990400870786577
leaf_weight=69 49 354 56 1695 67 56 53 58 60 50 97 180 47 51 48 50 591 105
leaf_count=69 49 354 56 1695 67 56 53 58 60 50 97 180 47 51 48 50 591 105
internal_value=0 -1.76138e-05 -3.85553e-05 -0.000155778 0.000147875 0.000687668 0.00127437 0.00195874 3.82805e-05 -9.19035e-05 0.000351224 -3.23457e-05 -0.000171057 -0.00125217 -0.000109802 0.000118321 0.000324448 -0.000167754
internal_weight=0 3687 3618 2224 1394 234 167 114 1160 2168 327 277 1841 98 1743 1100 641 459
internal_count=3736 3687 3618 2224 1394 234 167 114 1160 2168 327 277 1841 98 1743 1100 641 459
is_linear=0
shrinkage=0.0995203


Tree=4782
num_leaves=17
num_cat=0
split_feature=4 0 8 8 17 1 8 3 8 8 2 1 20 0 1 27
split_gain=0.0247781 0.00679761 0.00646837 0.0284071 0.00772534 0.023271 0.0117426 0.0312606 0.0079463 0.0226735 0.0131107 0.00836863 0.00642355 0.00832121 0.0142792 0.00881886
threshold=0.15615500000000004 -0.23998999999999998 -0.083849999999999994 -0.083390000000000006 0.066010000000000027 -0.079434999999999992 -0.086404999999999996 0.093835000000000016 -0.085764999999999994 -0.086304999999999993 -0.086050000000000001 -0.01538 -0.24910499999999999 -0.14680499999999999 -0.0043399999999999992 -0.032854999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 8 -6 7 -7 9 11 -10 -3 -5 14 -14 -15
right_child=-2 2 3 12 5 6 -8 -9 10 -11 -12 -13 13 15 -16 -17
leaf_value=0.000962237010852518 0.0022367998361093218 -0.00027160285103576445 -0.0023538590213838884 0.00094001184490842321 0.0019963255566135614 -0.0018492423134760245 0.0011944220047360884 0.00082423330301148088 0.0015037767224894607 -0.0021958256307027398 -0.00023217020723607709 0.00035726994521966693 -0.0019108322696951201 0.00099715387575171374 -3.5937641104347417e-05 -9.5991398769167246e-05
leaf_weight=69 49 475 56 59 83 78 66 97 85 49 86 375 67 76 103 1863
leaf_count=69 49 475 56 59 83 78 66 97 85 49 86 375 67 76 103 1863
internal_value=0 -1.58551e-05 -3.47348e-05 -0.000140265 0.000133042 0.000558813 6.03385e-05 -0.000362695 3.35188e-06 -0.000114161 0.00062594 4.87794e-06 -8.27098e-05 -0.000111709 -0.000779682 -5.27229e-05
internal_weight=0 3687 3618 2224 1394 324 241 175 1070 899 171 850 2168 2109 170 1939
internal_count=3736 3687 3618 2224 1394 324 241 175 1070 899 171 850 2168 2109 170 1939
is_linear=0
shrinkage=0.0995203


Tree=4783
num_leaves=14
num_cat=0
split_feature=26 8 5 1 6 8 0 5 8 8 8 6 2
split_gain=0.0217352 0.0055553 0.00728135 0.00720091 0.00770083 0.00626656 0.00562197 0.00559911 0.0077029 0.0225171 0.0214849 0.00585324 0.00746593
threshold=0.5128250000000002 0.10528000000000003 0.62404000000000015 -0.052259999999999994 -0.03764 0.24095500000000006 -0.23998999999999998 0.30714500000000006 -0.070134999999999989 -0.07594999999999999 -0.065919999999999992 -0.040424999999999996 -0.076954999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 5 -5 -1 8 9 -8 -10 12 -9
right_child=-2 3 -4 4 -6 -7 7 11 10 -11 -12 -13 -14
leaf_value=0.00086647489215922551 0.0020327032684034066 0.0014398404900299541 -0.00092954776515099331 -0.00019937667432035907 -0.00091189395690112322 0.0013891674836463259 -5.0649468299850865e-05 0.00065038921715263195 -0.002036518604091442 0.0013800664085610471 -0.00018256062413865584 0.0013273504932960947 -0.00066940493301098278
leaf_weight=69 52 57 90 46 48 51 2064 112 67 115 842 55 68
leaf_count=69 52 57 90 46 48 51 2064 112 67 115 842 55 68
internal_value=0 -1.61682e-05 -4.58184e-05 0.000490879 0.000112194 0.000627398 -2.21291e-05 -4.08268e-05 -7.66886e-05 2.44831e-05 -0.000320112 0.000426929 0.000147252
internal_weight=0 3684 3482 202 145 97 3392 3323 3088 2179 909 235 180
internal_count=3736 3684 3482 202 145 97 3392 3323 3088 2179 909 235 180
is_linear=0
shrinkage=0.0995203


Tree=4784
num_leaves=17
num_cat=0
split_feature=6 5 0 0 0 9 17 0 17 26 1 18 2 1 9 1
split_gain=0.00688719 0.00698489 0.0077573 0.0196844 0.0115948 0.0128475 0.00617868 0.0133668 0.0128754 0.00747319 0.00582449 0.00920436 0.0122547 0.00673143 0.0282814 0.00923182
threshold=0.23663500000000004 0.62931500000000018 -0.071029999999999996 -0.069824999999999984 -0.073464999999999989 0.095585000000000017 0.07134500000000002 -0.044789999999999996 0.016900000000000005 0.096980000000000025 -0.092954999999999996 -0.093130000000000004 -0.088385000000000005 -0.083684999999999996 0.083925000000000013 -0.081744999999999998
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 8 -8 9 -5 11 -1 -13 14 -12 -15
right_child=-2 -3 3 6 5 -7 7 -9 -10 -11 13 12 -14 15 -16 -17
leaf_value=-0.0013894761821612199 -0.0011332389604432026 0.00095092595338550469 -0.0021883844949307915 -0.00032389858793999279 0 0.0022501212260935487 -0.0019935195004384693 0.00011566680574752026 0.0015907711696008303 0.00046776508855869231 0.002506582715304898 -0.0006816161292864391 0.001167322828891667 -0.00094190792195088995 0.00011002285697368868 7.2486010004595144e-05
leaf_weight=69 51 80 49 490 49 51 52 68 46 155 58 97 56 93 312 1974
leaf_count=69 51 80 49 490 49 51 52 68 46 155 58 97 56 93 312 1974
internal_value=0 3.10008e-05 1.04392e-05 -0.00025028 9.20041e-05 0.00114442 -0.000132172 -0.000791492 -1.6489e-05 -0.000132385 5.21167e-05 -0.000435228 0 9.68476e-05 0.000487913 2.64496e-05
internal_weight=0 3699 3619 860 2759 100 811 120 691 645 2659 222 153 2437 370 2067
internal_count=3750 3699 3619 860 2759 100 811 120 691 645 2659 222 153 2437 370 2067
is_linear=0
shrinkage=0.0995203


Tree=4785
num_leaves=15
num_cat=0
split_feature=24 20 5 2 2 5 20 17 21 20 18 27 29 9
split_gain=0.00592498 0.00499681 0.00544782 0.00423606 0.00679967 0.0114336 0.0209044 0.010966 0.00461771 0.00555543 0.0069331 0.00432331 0.00541828 0.00401799
threshold=0.10636500000000003 -0.25378999999999996 0.62931500000000018 -0.089549999999999991 -0.084154999999999994 -0.0087549999999999989 -0.0088249999999999978 -0.000475 -0.0086749999999999987 -0.068114999999999995 -0.011039999999999999 -0.088359999999999994 0.093650000000000025 0.083760000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 7 -7 -5 -3 10 -10 -6 -13 -11
right_child=-2 2 -4 4 11 6 -8 -9 9 13 -12 12 -14 -15
leaf_value=-0.00081684246205069211 -0.0010964648936698121 0.00053780224180218134 0.000856289608448514 0.0012528491680767586 -0.00090398517765780519 0.001373943122316409 -0.00071534329576464955 -5.4559699198266506e-07 -0.0018255525455669497 -0.00065080379754534697 -0.00022689992464224105 -1.9687731587065033e-06 0.00094024639195366651 5.7171686151718463e-05
leaf_weight=68 47 68 80 192 51 66 168 106 50 112 61 2352 62 267
leaf_count=68 47 68 80 192 51 66 168 106 50 112 61 2352 62 267
internal_value=0 2.77834e-05 4.38091e-05 2.52951e-05 7.23777e-05 0.000395062 -0.000122559 0.000804264 -0.000226117 -0.000333801 -0.000954389 2.40334e-06 2.18915e-05 -0.000149885
internal_weight=0 3703 3635 3555 2997 532 234 298 558 490 111 2465 2414 379
internal_count=3750 3703 3635 3555 2997 532 234 298 558 490 111 2465 2414 379
is_linear=0
shrinkage=0.0995203


Tree=4786
num_leaves=21
num_cat=0
split_feature=19 0 0 8 0 8 4 8 4 9 8 2 21 18 6 18 3 3 26 3
split_gain=0.0054188 0.00812686 0.0219462 0.0163337 0.015295 0.0135306 0.00801217 0.00697897 0.0103216 0.0119396 0.00976381 0.00952476 0.00877933 0.00426002 0.00828195 0.00582408 0.00627872 0.0181045 0.0142245 0.00427651
threshold=-0.10411999999999999 -0.071029999999999996 -0.067345000000000002 -0.060034999999999998 -0.073464999999999989 -0.072559999999999999 0.15116500000000005 -1.0000000180025095e-35 0.10801000000000002 0.098465000000000011 -0.071594999999999992 -0.082025000000000001 0.089350000000000027 -0.098315 -0.0076549999999999995 -0.092864999999999989 0.092115000000000016 0.093535000000000021 0.083705000000000016 0.088055000000000022
decision_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 13 -6 7 10 9 -9 12 -12 -4 14 19 -15 18 -18 -17 -2
right_child=1 2 6 -5 5 -7 -8 8 -10 -11 11 -13 -14 15 -16 16 17 -19 -20 -21
leaf_value=0.00089907456413624372 0.00083520811133835026 -0.00046077413029445112 -0.00071210760090084917 -0.002853775698660643 0.002545486267126354 0.00020461265300852316 -0.0013496757359583006 -0.00046377231889519708 -0.0016180129449617096 0.0011007782492371489 -0.00053761004141575548 0.0010605502237860328 0.0006150138884675945 0.00085760815516323994 -0.0012790761229627462 -0.000409114089550635 -0.0012994208517489181 7.623869364643819e-06 0.00034240860395245748 -0.00036216438193981338
leaf_weight=67 46 64 133 52 46 54 46 206 53 63 46 176 78 90 70 321 120 828 1109 82
leaf_count=67 46 64 133 52 46 54 46 206 53 63 46 176 78 90 70 321 120 828 1109 82
internal_value=0 -3.86762e-06 -0.000260831 -0.00154056 8.10265e-05 0.0012896 -7.44807e-05 2.12916e-06 -0.000347648 -9.43101e-05 0.000264131 0.000725712 -0.000217633 3.53865e-05 -0.000408148 7.13016e-05 4.1198e-05 -0.000156961 0.000173138 6.1746e-05
internal_weight=0 3683 917 116 2766 100 801 755 322 269 433 222 211 2666 198 2468 2378 948 1430 128
internal_count=3750 3683 917 116 2766 100 801 755 322 269 433 222 211 2666 198 2468 2378 948 1430 128
is_linear=0
shrinkage=0.0995203


Tree=4787
num_leaves=13
num_cat=0
split_feature=24 6 5 0 21 21 0 6 6 9 9 9
split_gain=0.0046742 0.00477482 0.00450614 0.00510424 0.00736949 0.00862706 0.00685953 0.00741969 0.00957127 0.00624372 0.035994 0.0124623
threshold=0.10636500000000003 0.23663500000000004 0.62931500000000018 -0.082494999999999999 -0.032929999999999994 -0.085204999999999989 -0.082885 0.10449000000000003 0.093835000000000016 0.10814500000000002 0.11408000000000003 0.10312000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 7 8 -1 11 -11 -6
right_child=-2 -3 -4 4 9 -7 -8 -9 -10 10 -12 -13
leaf_value=0.00010165806272654468 -0.00097501470231783644 -0.00093214778620252651 0.00077606955474681489 0 -7.5967763955494676e-05 -0.0019167302448417918 0.0013073598763816464 0.0011139854739942647 -0.0012551817725663759 0.0026345586582021486 -0.00034127510576309516 -0.0017439062732862239
leaf_weight=1744 47 51 80 46 1315 47 48 69 53 55 149 46
leaf_count=1744 47 51 80 46 1315 47 48 69 53 55 149 46
internal_value=0 2.35378e-05 3.71081e-05 2.03288e-05 -0.00010722 -0.000968462 0.000131246 0.000100553 6.11844e-05 -5.55177e-05 0.000457021 -0.000132943
internal_weight=0 3703 3652 3572 1658 93 1914 1866 1797 1565 204 1361
internal_count=3750 3703 3652 3572 1658 93 1914 1866 1797 1565 204 1361
is_linear=0
shrinkage=0.0995203


Tree=4788
num_leaves=19
num_cat=0
split_feature=24 20 6 20 17 26 26 26 26 8 8 20 9 20 6 2 26 9
split_gain=0.013274 0.00912558 0.0140689 0.0206586 0.0408118 0.00885025 0.010619 0.00887067 0.0098518 0.0128424 0.0083274 0.00763282 0.0155367 0.0137487 0.00749937 0.00952886 0.00730633 0.00225536
threshold=-0.070599999999999996 -1.0000000180025095e-35 -0.14723999999999998 -0.011915 -0.015100000000000001 0.15222000000000005 0.11991000000000003 0.11575500000000001 0.10439000000000002 -0.073439999999999991 -0.088520000000000001 -0.053499999999999999 0.091885000000000022 -0.042414999999999994 -0.074054999999999996 -0.083665000000000003 0.096980000000000025 0.09649000000000002
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 6 7 8 10 -10 -3 14 13 -13 15 -4 -16 -8
right_child=1 5 3 4 -6 -7 17 -9 9 -11 -12 12 -14 -15 16 -17 -18 -19
leaf_value=-0.0016952755887714604 -0.0011615813658464186 -0.0004900450384177509 -0.00047877486277522437 -6.6995433043808879e-05 0.0034081148750987307 0.0010114305778634557 -0.0017418939190653061 0.00084885471460827285 0 -0.0021410189863927797 -1.5337892673871351e-05 -0.0011022084510372216 -0.001970706361530801 0.001247137844647702 -0.00020142593835756025 0.00062627014857342554 0.00078150890120948712 -0.00073431350666562298
leaf_weight=49 78 512 92 80 57 60 47 82 53 58 1297 46 52 53 533 461 87 49
leaf_count=49 78 512 92 80 57 60 47 82 53 58 1297 46 52 53 533 461 87 49
internal_value=0 -4.57624e-05 0.000139089 0.00020909 0.00137288 -0.000177971 -0.000212376 -0.000162876 -0.000206511 -0.00111773 -0.000150146 8.80492e-05 -0.000576689 0.000147253 0.000174319 0.000440949 -6.21776e-05 -0.00123614
internal_weight=0 3697 1539 1461 137 2158 2098 2002 1920 111 1809 1324 151 99 1173 553 620 96
internal_count=3746 3697 1539 1461 137 2158 2098 2002 1920 111 1809 1324 151 99 1173 553 620 96
is_linear=0
shrinkage=0.0995203


Tree=4789
num_leaves=9
num_cat=0
split_feature=28 24 19 10 10 20 21 21
split_gain=0.0108585 0.0123438 0.00649549 0.00566219 0.00534367 0.00469974 0.0104424 0.00464648
threshold=0.083225000000000021 -0.070599999999999996 0.13612500000000002 0.090150000000000022 0.086275000000000018 -0.055879999999999992 0.10009000000000003 0.086835000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=-0.001640158290413251 -0.0012981916868140305 -0.00010600728219297731 0.00088736693466907207 -0.00092931604905073452 0.00089674347815228543 -3.8057835212624151e-05 -0.00069456723119448759 0.00031128035836956654
leaf_weight=47 69 452 77 69 62 2069 272 629
leaf_count=47 69 452 77 69 62 2069 272 629
internal_value=0 -3.75e-05 -1.65238e-05 -3.63432e-05 -1.8423e-05 -3.52433e-05 -0.000114687 0.000136042
internal_weight=0 3677 3630 3553 3484 3422 2341 1081
internal_count=3746 3677 3630 3553 3484 3422 2341 1081
is_linear=0
shrinkage=0.0995203


Tree=4790
num_leaves=19
num_cat=0
split_feature=24 20 20 20 27 0 2 7 9 9 6 1 2 20 6 6 9 5
split_gain=0.00865985 0.00711516 0.0218866 0.00965195 0.00884533 0.0334481 0.0173986 0.0116835 0.00755624 0.0111213 0.0125451 0.00474002 0.00989852 0.00922606 0.00776583 0.0151974 0.00770343 0.00280753
threshold=-0.070455000000000004 -0.0078249999999999986 -0.011915 -0.017315000000000001 0.08988500000000002 -0.096359999999999987 -0.026175 -0.068034999999999998 0.11408000000000003 0.10591500000000002 -0.14809499999999998 0.0033150000000000007 -0.095204999999999998 -0.083824999999999997 -0.085885000000000003 -0.094839999999999994 0.092605000000000021 -0.000475
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 7 -6 -7 -3 9 10 -9 14 -13 -14 15 -2 -16 -10
right_child=1 4 -4 -5 5 6 -8 8 17 -11 -12 12 13 -15 16 -17 -18 -19
leaf_value=-0.0013307174886168401 -0.00048858200084220477 -0.0013495777793849104 0.0016741387420112952 -0.0013637570080532607 -0.0031242615263888597 0.0013658678985866131 -0.0011713460996553345 0.00085719282739080051 0.0013845157752601111 -0.0012975216347019451 -0.00011933424991954122 0.0012033798662919089 -0.001043134705967711 -3.2438867528881248e-05 -0.00020489238091440614 0.0012297768858521541 0.00064869086738026478 0.00025855773375036003
leaf_weight=52 72 71 86 47 46 53 54 141 46 73 1703 50 116 399 376 170 145 46
leaf_count=52 72 71 86 47 46 53 54 141 46 73 1703 50 116 399 376 170 145 46
internal_value=0 -3.67379e-05 0.000133723 3.67815e-05 -0.000148633 -0.000879594 7.77541e-05 -9.44717e-05 -4.97075e-05 -9.23741e-05 -4.42209e-05 8.69653e-05 -0.00013058 -0.00026168 0.00024913 0.000715147 3.1098e-05 0.000830435
internal_weight=0 3694 1461 1375 2233 153 107 2080 2009 1917 1844 1328 565 515 763 242 521 92
internal_count=3746 3694 1461 1375 2233 153 107 2080 2009 1917 1844 1328 565 515 763 242 521 92
is_linear=0
shrinkage=0.0995203


Tree=4791
num_leaves=20
num_cat=0
split_feature=28 1 9 23 3 4 1 4 19 17 2 2 3 0 0 17 1 29 3
split_gain=0.00896374 0.00963984 0.0175984 0.0226251 0.0121756 0.0223391 0.00749524 0.012954 0.0112631 0.00746154 0.0189082 0.038915 0.0128897 0.0223673 0.00736727 0.00563685 0.00976802 0.00714786 0.00672038
threshold=0.083225000000000021 0.40780000000000011 0.11351500000000002 -0.022119999999999997 0.10525500000000003 0.11849500000000003 -0.067015000000000005 0.11805500000000003 0.13612500000000002 -0.011809999999999999 -0.086554999999999993 -0.084924999999999987 0.084795000000000023 -0.086474999999999996 -0.083694999999999992 0.51734000000000024 -0.053299999999999993 -0.083319999999999991 0.11339500000000001
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 -3 -5 -6 7 9 15 12 -11 -12 13 -1 -14 16 18 -18 -8
right_child=-2 2 -4 4 5 -7 8 -9 -10 10 11 -13 14 -15 -16 -17 17 -19 -20
leaf_value=-0.00056208801247945809 -0.001173603688013542 0.0011955093289345228 -0.0023272484987278126 0.00044356938775717239 -0.0025095082044584217 -5.2484322904175675e-05 0.0019435588270980634 -0.001624489126332835 0.0014799701716455241 0.00105754006484178 -0.0031364738011541576 -0.00027782546016347557 -0.00087719786373709782 0.0017517871374435369 5.2241481897780798e-05 -0.00070082365887500788 -0.00088244868759228485 0.00013865710754172616 0.00028135927729036722
leaf_weight=66 69 78 47 56 73 75 49 56 62 84 52 520 99 109 568 80 71 1482 50
leaf_count=66 69 78 47 56 73 75 49 56 62 84 52 520 99 109 568 80 71 1482 50
internal_value=0 -2.81799e-05 -0.000542315 -0.000241923 -0.000795542 -0.00126993 2.20984e-05 -0.000137609 0.000160897 -8.14787e-05 -0.000333434 -0.000539134 0.000113847 0.000874448 -8.4484e-05 0.000113206 0.000153122 9.14471e-05 0.00111233
internal_weight=0 3677 329 282 204 148 3348 1554 1794 1498 656 572 842 175 667 1732 1652 1553 99
internal_count=3746 3677 329 282 204 148 3348 1554 1794 1498 656 572 842 175 667 1732 1652 1553 99
is_linear=0
shrinkage=0.0995203


Tree=4792
num_leaves=13
num_cat=0
split_feature=4 21 4 9 21 5 9 9 18 9 6 23
split_gain=0.00703212 0.00506656 0.0140999 0.00866001 0.00572598 0.00569711 0.00509669 0.00657488 0.00920162 0.00561608 0.00729555 0.00594055
threshold=0.15730000000000002 0.12208500000000003 0.11208500000000003 0.097510000000000027 0.11853500000000002 0.62931500000000018 0.11408000000000003 0.11741500000000002 0.022040000000000008 0.10153500000000003 -0.101065 -0.063684999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 9 -8 -9 11 -11 -1
right_child=-2 2 -4 -5 -6 -7 7 8 -10 10 -12 -13
leaf_value=-0.001071868314341466 -0.0012324992879416295 -0.001954553930006599 0.00049710960908540009 -0.00041766858941628146 0.0010899062897571502 0.0008071162208745183 0.0014938973711034103 0.00071952576466051237 -0.00099171695627254218 -0.0016673093722279655 -0.0001923467664933414 -2.7325382454971572e-05
leaf_weight=55 50 64 90 88 46 79 46 88 48 49 108 2957
leaf_count=55 50 64 90 88 46 79 46 88 48 49 108 2957
internal_value=0 -4.35228e-05 -0.000483911 -0.00107016 -1.26273e-05 -2.76522e-05 -4.75762e-05 0.000463929 0.000109538 -7.7211e-05 -0.0006579 -4.66708e-05
internal_weight=0 3718 242 152 3476 3430 3351 182 136 3169 157 3012
internal_count=3768 3718 242 152 3476 3430 3351 182 136 3169 157 3012
is_linear=0
shrinkage=0.0995203


Tree=4793
num_leaves=9
num_cat=0
split_feature=19 11 11 4 27 29 9 26
split_gain=0.0081347 0.00604466 0.00700728 0.00801629 0.00723683 0.0072966 0.00890866 0.00672109
threshold=-0.10411999999999999 -0.40069499999999997 -0.11166 0.14699000000000004 0.096090000000000023 0.097705000000000028 -0.097994999999999999 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -6
right_child=1 2 3 -5 7 -7 -8 -9
leaf_value=0.0010579662777213926 -0.0012076918912563154 0.00091261230847981703 0.0010412102649674905 -0.0012395031272871965 0.0015456450642867836 -0.0012579181075500863 -9.2712311369455965e-05 7.6839997725019398e-05
leaf_weight=64 46 72 70 58 52 52 3275 79
leaf_count=64 46 72 70 58 52 52 3275 79
internal_value=0 -7.30654e-05 -5.85735e-05 -7.83013e-05 -5.89792e-05 -8.71828e-05 -6.87382e-05 0.000666127
internal_weight=0 3704 3658 3586 3528 3397 3345 131
internal_count=3768 3704 3658 3586 3528 3397 3345 131
is_linear=0
shrinkage=0.0995203


Tree=4794
num_leaves=8
num_cat=0
split_feature=19 11 11 3 29 8 26
split_gain=0.00659664 0.00490074 0.00585937 0.00665703 0.00908829 0.00649784 0.00695498
threshold=-0.10411999999999999 -0.40069499999999997 -0.16409499999999999 0.15108000000000005 0.097705000000000028 -0.51030999999999993 0.11624000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7
right_child=1 2 3 -5 -6 6 -8
leaf_value=0.00095267725985411671 -0.0010875021740828301 0.001038577197895131 0.0010991387377364964 -0.00095998937918727963 -0.0013282003371314808 -2.550922035190171e-07 -0.00051397333855143237
leaf_weight=64 46 48 50 81 54 3140 285
leaf_count=64 46 48 50 81 54 3140 285
internal_value=0 -6.57719e-05 -5.26997e-05 -6.74365e-05 -4.6718e-05 -2.65688e-05 -4.32415e-05
internal_weight=0 3704 3658 3610 3529 3475 3425
internal_count=3768 3704 3658 3610 3529 3475 3425
is_linear=0
shrinkage=0.0995203


Tree=4795
num_leaves=13
num_cat=0
split_feature=19 4 27 4 26 26 1 8 9 4 29 4
split_gain=0.00535021 0.00482805 0.0047836 0.00588002 0.00474408 0.00949997 0.0254149 0.0122461 0.00911186 0.00481681 0.00524496 0.00455882
threshold=-0.10411999999999999 0.15730000000000002 0.10262500000000002 0.12498500000000003 0.11624000000000002 0.15222000000000005 -0.076329999999999995 -0.067434999999999981 0.11408000000000003 0.14068000000000006 0.097705000000000028 0.13108000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 9 6 7 -6 -7 10 11 -2
right_child=1 -3 3 -5 5 8 -8 -9 -10 -11 -12 -13
leaf_value=0.00085786661337011163 -1.1286285714219409e-05 -0.0010313491955041985 8.9237440541856863e-06 0.0014232634177536166 0.0013168853970620257 -0.00066018956000406682 -0.0022401837713409626 -0.00085119538149219603 0.0011090349785523141 0.00083593668780463054 -0.0010509169634486785 -0.00071911374986110784
leaf_weight=64 3025 50 77 48 47 55 79 57 60 62 51 93
leaf_count=64 3025 50 77 48 47 55 79 57 60 62 51 93
internal_value=0 -5.92703e-05 -4.57446e-05 0.00055858 -6.73823e-05 -0.000447542 -0.000893984 0.000120739 0.000255766 -3.20662e-05 -4.93066e-05 -3.26611e-05
internal_weight=0 3704 3654 125 3529 298 183 104 115 3231 3169 3118
internal_count=3768 3704 3654 125 3529 298 183 104 115 3231 3169 3118
is_linear=0
shrinkage=0.0995203


Tree=4796
num_leaves=19
num_cat=0
split_feature=10 0 5 5 26 3 3 3 3 26 18 17 26 0 18 17 0 17
split_gain=0.0137855 0.0081871 0.0106535 0.0124109 0.00812194 0.00823221 0.010858 0.00763218 0.0274187 0.0138023 0.0147367 0.040086 0.0165165 0.0117978 0.00727715 0.00611355 0.00966139 0.00741423
threshold=0.090150000000000022 -0.10806499999999999 0.037395000000000005 -0.0070049999999999999 0.089545000000000027 0.12015500000000003 0.10871500000000002 0.085035000000000013 0.084795000000000023 0.089150000000000021 -0.01137 -0.015100000000000001 0.085855000000000029 -0.1021 0.26473000000000008 0.40057000000000009 -0.080614999999999992 0.11180000000000002
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 -1 8 9 10 11 -3 -12 -9 15 17 -17 -15
right_child=-2 7 -4 -5 -6 -7 -8 13 -10 -11 12 -13 -14 14 -16 16 -18 -19
leaf_value=7.3991101909379281e-05 -0.0012827922069136605 0.00012552717453589537 0.0017600348045092313 -0.0013644759839200992 0.0013216302175387054 -0.00070271297591032345 0.0012997947419699856 -0.0015326703182975507 -0.0025630626353061164 0.0014422831767863828 -0.00045175502557974061 -0.0032392160646533634 0.0012430997223176748 3.8061309554959174e-05 -0.0010034395832874685 -0.0012224755887910339 5.9569344077861924e-05 0.00070604918927645404
leaf_weight=307 88 90 46 47 70 87 94 50 54 46 186 57 82 1968 68 94 150 180
leaf_count=307 88 90 46 47 70 87 94 50 54 46 186 57 82 1968 68 94 150 180
internal_value=0 -2.19752e-05 0.000297886 0.000185362 0.000317371 0.000171639 0.000363378 -9.10821e-05 -0.00044014 -0.000189692 -0.000372558 -0.0011736 6.37655e-05 -1.91365e-05 1.12936e-05 4.04828e-05 -0.000430978 9.44191e-05
internal_weight=0 3676 651 605 558 488 401 3025 515 461 415 147 268 2510 2460 2392 244 2148
internal_count=3764 3676 651 605 558 488 401 3025 515 461 415 147 268 2510 2460 2392 244 2148
is_linear=0
shrinkage=0.0995203


Tree=4797
num_leaves=17
num_cat=0
split_feature=10 28 6 6 0 2 6 3 9 1 3 9 30 4 4 20
split_gain=0.0111787 0.00718289 0.0051478 0.0197062 0.0417557 0.00643087 0.00611109 0.0257897 0.00960383 0.00679999 0.00503785 0.0140249 0.0138478 0.00522828 0.0132015 0.0128041
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 -4 8 -8 -5 -9 12 -12 13 14 -1 -15
right_child=-2 -3 3 6 -6 -7 7 9 -10 -11 11 -13 -14 15 -16 -17
leaf_value=3.3380762193991348e-05 -0.0011551283502340697 0.0011766576190552624 0.00059603463285168334 0.0014585593583145849 -0.0034454396416467663 -0.00094226283376402855 -0.0021652236068189666 -0.00032955540605706789 -0.0003337035714696203 0.00018115136471294057 -0.00042452112796879547 0.001855459603794094 -0.0016448907246802875 -0.00071237255228121053 -0.0016591077479322142 0.00066004261022719777
leaf_weight=1573 88 49 61 64 55 48 58 415 54 683 52 54 48 84 47 331
leaf_count=1573 88 49 61 64 55 48 58 415 54 683 52 54 48 84 47 331
internal_value=0 -1.97217e-05 -3.61103e-05 -0.000182533 -0.00120957 -7.38706e-05 -4.96816e-05 -0.000119915 0.000631434 -1.11298e-05 5.97041e-05 0.000729256 2.52388e-05 6.50349e-05 -1.5217e-05 0.00038028
internal_weight=0 3676 3627 1438 164 109 1274 1156 118 1098 2189 106 2083 2035 1620 415
internal_count=3764 3676 3627 1438 164 109 1274 1156 118 1098 2189 106 2083 2035 1620 415
is_linear=0
shrinkage=0.0995203


Tree=4798
num_leaves=9
num_cat=0
split_feature=5 18 19 30 29 9 17 3
split_gain=0.0077363 0.00527345 0.00724092 0.00524993 0.00490592 0.00797431 0.00693305 0.00397002
threshold=0.6362850000000001 0.26473000000000008 0.13881500000000005 0.12198500000000002 0.10207000000000002 -0.094329999999999997 -0.013125 0.085035000000000013
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9
leaf_value=-0.00023200184835592692 -0.0012596200405410069 -0.00085676760016669122 -0.0012351880360591352 0.0010106478833805204 -0.00089857573856697535 -0.00025897200875500405 0.0011570635806355295 2.6316846300030492e-05
leaf_weight=52 51 74 47 51 60 586 107 2736
leaf_count=52 51 74 47 51 60 586 107 2736
internal_value=0 -2.4955e-05 -7.81488e-06 8.01696e-06 -6.19247e-06 8.95387e-06 0.00069763 -2.37616e-05
internal_weight=0 3713 3639 3592 3541 3481 159 3322
internal_count=3764 3713 3639 3592 3541 3481 159 3322
is_linear=0
shrinkage=0.0995203


Tree=4799
num_leaves=25
num_cat=0
split_feature=10 0 5 17 2 20 2 5 4 8 8 2 17 26 17 8 3 2 5 5 26 2 2 5
split_gain=0.00888639 0.0063017 0.00905003 0.010391 0.00992259 0.0215177 0.0293302 0.01156 0.0166019 0.00930055 0.00722598 0.0429637 0.0176893 0.0145336 0.0169654 0.00557242 0.0054759 0.0178084 0.0154414 0.0121653 0.00623808 0.00762133 0.032976 0.0217403
threshold=0.090150000000000022 -0.10806499999999999 0.037395000000000005 -0.087329999999999991 0.096520000000000022 -0.0070099999999999997 1.0000000180025095e-35 -0.095169999999999991 0.10543500000000001 -0.086154999999999995 -0.092094999999999996 -0.082484999999999989 0.070205000000000017 0.085355000000000028 -0.0042049999999999995 -0.105475 0.08400500000000001 -0.086254999999999984 -0.0078499999999999976 -0.080724999999999991 -0.236315 -0.086304999999999993 -0.085944999999999994 -0.017704999999999995
decision_type=2 2 2 2 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 -5 8 -6 -7 11 -3 13 15 -15 -13 17 -12 19 -19 -18 23 -23 -22
right_child=-2 10 -4 4 7 9 -8 -9 -10 -11 16 12 -14 14 -16 -17 20 18 -20 -21 21 22 -24 -25
leaf_value=-0.0010887961795763401 -0.0010262194299440477 -0.0025962397008228171 0.001614416294504389 0.00061085644917837538 0.0016943931016100838 0.00045317995385436914 0.0035323334492862492 -0.0013446311884114956 -0.00043201248859317407 -0.001174636760381306 -0.0016719170092096352 0.00029706352657096139 -0.0013500455019504595 0.0024127090355491611 -0.00010214978480137269 -0.0010730013298226001 0.00092756276232750076 -8.1445432255850027e-05 -0.0013440673518469745 0.0020288101299173974 0.0016059515879493253 -0.0026997976678352761 -2.8099073717179554e-05 1.1600647698758946e-05
leaf_weight=59 88 76 46 127 53 80 47 63 115 61 81 70 68 61 46 50 74 64 48 46 106 47 1761 427
leaf_count=59 88 76 46 127 53 80 47 63 115 61 81 70 68 61 46 50 74 64 48 46 106 47 1761 427
internal_value=0 -1.38896e-05 0.000266719 0.000162896 0.000299652 0.000663552 0.0014047 -0.000193032 0.000233945 -0.000245247 -7.4549e-05 -0.000486025 5.48488e-05 0.000479305 0.0013239 -0.000266975 -1.67207e-05 -0.000471324 0.000138989 0.000793584 2.793e-05 -1.5807e-07 -9.80043e-05 0.000330212
internal_weight=0 3676 651 605 546 315 174 231 168 141 3025 371 295 227 107 120 2654 239 158 110 2415 2341 1808 533
internal_count=3764 3676 651 605 546 315 174 231 168 141 3025 371 295 227 107 120 2654 239 158 110 2415 2341 1808 533
is_linear=0
shrinkage=0.0995203


Tree=4800
num_leaves=26
num_cat=0
split_feature=1 5 5 26 26 9 9 9 29 5 5 3 0 6 5 6 9 8 0 2 9 0 3 0 0
split_gain=0.00480172 0.0199712 0.0317089 0.0131134 0.00990855 0.01584 0.0165789 0.0257091 0.00749588 0.00657173 0.0126547 0.0109538 0.0104877 0.0102474 0.00931389 0.00810063 0.012211 0.0113087 0.0054439 0.0132091 0.00610858 0.00406356 0.00620791 0.0111008 0.00309189
threshold=-0.085184999999999997 0.066815000000000027 0.06136500000000001 0.089005000000000015 0.093535000000000021 0.088285000000000016 0.085405000000000023 0.083715000000000026 0.097185000000000021 -0.042209999999999991 -0.034484999999999995 0.08400500000000001 -0.229625 -0.095814999999999997 -0.051389999999999998 0.11690000000000002 0.09518500000000002 -0.08569499999999998 -0.14795 -0.032624999999999994 -0.091064999999999993 0.12433000000000002 0.10457000000000002 0.048265000000000009 -0.030209999999999997
decision_type=2 2 2 2 2 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 21 5 6 7 -1 9 12 -11 -12 13 -2 18 17 -17 -13 19 -14 -20 22 23 24 -3
right_child=8 3 -4 -5 -6 -7 -8 -9 -10 10 11 15 14 -15 -16 16 -18 -19 20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00027485800406586196 0.00014287353271516233 4.3686054056956897e-05 0.0029348560995034567 -0.0013883068730460553 -0.00074509853641562766 0.0020441957831550464 -0.00095970530618759463 0.0016291830029446087 0.00086781776798246777 -0.0016358049271705565 -0.0013243593084585586 -0.0006007068294596274 -0.00046822143317430502 -0.0017357441824993555 0.0014861955952822779 -0.001919050294600545 0.00016647563026733845 0.00017930296128370425 -0.0008124116205556163 0.001592627988398285 8.2446894279107976e-05 0.00064326410439177132 -0.0010330665407291405 0.0014094721929776492 -0.0010575258272353181
leaf_weight=144 53 53 52 91 70 59 82 136 85 62 77 242 53 61 49 57 53 769 81 72 1114 70 66 46 46
leaf_count=144 53 53 52 91 70 59 82 136 85 62 77 242 53 61 49 57 53 769 81 72 1114 70 66 46 46
internal_value=0 0.000210441 0.000595835 -0.00034991 0.00034645 0.000529887 0.000280818 0.000647038 -5.17867e-05 -8.05819e-05 -0.000247829 -0.000175313 6.09639e-05 -0.000855171 0.000137851 -9.56567e-05 -0.000906764 -6.59591e-06 8.71783e-05 0.000712279 2.11061e-05 -1.0718e-05 -0.000231559 0.00012762 -0.000459719
internal_weight=0 915 543 372 491 421 362 280 2828 2743 1260 1198 1483 114 1369 1121 110 1011 1320 125 1195 281 211 145 99
internal_count=3743 915 543 372 491 421 362 280 2828 2743 1260 1198 1483 114 1369 1121 110 1011 1320 125 1195 281 211 145 99
is_linear=0
shrinkage=0.0995203


Tree=4801
num_leaves=22
num_cat=0
split_feature=23 0 2 26 2 5 1 3 29 3 17 2 5 3 3 1 3 9 8 9 17
split_gain=0.00469278 0.00612338 0.00498369 0.0140403 0.00811539 0.00564127 0.010781 0.0105882 0.0148014 0.0112032 0.00839237 0.016208 0.00877426 0.00522038 0.0211993 0.0231334 0.0140501 0.00737498 0.0110676 0.00695223 0.0106184
threshold=-1.0000000180025095e-35 -0.066264999999999991 -0.072624999999999981 0.12086000000000002 -0.070354999999999987 -0.093384999999999982 0.0022300000000000006 0.10134000000000003 -0.046564999999999995 0.083055000000000018 0.40827500000000011 -0.065379999999999994 -0.063819999999999988 0.086015000000000022 0.085295000000000024 -0.086814999999999989 0.086605000000000029 0.08622500000000001 -0.084514999999999993 0.083715000000000026 -0.56005499999999986
decision_type=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 13 -4 6 -6 9 -9 -8 11 -7 -13 14 17 -16 -15 18 -2 -18 -21
right_child=2 -3 4 -5 5 10 7 8 -10 -11 -12 12 -14 16 15 -17 19 -19 -20 20 -22
leaf_value=0 -0.00020627052094113204 0.0014798492073384195 -0.0012428938429007519 0.001678955325035412 -0.0016842064088377002 0.0017924848229755252 -0.00037119523160354336 0.0005799718775710411 -0.0011071112902643703 0.0014036324826065998 -0.00088357245915483883 0.00087530647511997804 -0.00013673126412038788 -0.0012642679101146806 0.0031896516727252075 0.00039357333668330519 0.00095559210392087376 -0.0010582250631746995 0.00095167916289469164 -0.0013349956497470943 2.5811222854186962e-05
leaf_weight=63 275 49 66 53 56 56 72 73 171 68 84 101 529 89 47 80 75 59 116 59 1502
leaf_count=63 275 49 66 53 56 56 72 73 171 68 84 101 529 89 47 80 75 59 116 59 1502
internal_value=0 0.000645452 -8.47652e-06 7.71088e-05 -0.000167075 -0.000107718 -0.000392211 -0.000201663 -0.000599014 0.000485017 5.37865e-05 0.000169759 2.42167e-05 3.98731e-05 0.000299194 0.00143479 -4.63931e-05 -1.94776e-05 0.000135171 1.93601e-05 -2.50978e-05
internal_weight=0 112 3631 2355 1276 1210 440 384 244 140 770 686 630 2302 577 127 1725 450 391 1636 1561
internal_count=3743 112 3631 2355 1276 1210 440 384 244 140 770 686 630 2302 577 127 1725 450 391 1636 1561
is_linear=0
shrinkage=0.0995203


Tree=4802
num_leaves=14
num_cat=0
split_feature=23 8 24 27 2 27 5 8 8 18 1 4 5
split_gain=0.00380253 0.0056433 0.00440078 0.0044189 0.0105941 0.00439421 0.00520084 0.00377707 0.0293207 0.0232649 0.00684229 0.011485 0.00583746
threshold=-1.0000000180025095e-35 -0.071594999999999992 0.083550000000000027 0.10402500000000002 -0.026175 0.092265000000000028 -0.41880499999999998 -0.081415000000000001 -0.08237499999999999 -0.074709999999999985 0.40780000000000011 0.10724500000000002 -0.50126999999999999
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 12 -10 11 -9 -2
right_child=2 -3 -4 4 -6 6 -8 10 9 -11 -12 -13 -14
leaf_value=-0.00019155308248618088 0.00074148345513735329 0.0012172649100065649 -0.00083898204691729822 0.00038240873989346566 -0.0016362777062850701 -4.1934809693331462e-05 0.0014223203019605201 -0.00010914848006832845 0.0030983858924850498 0.00030493044892578757 -0.0010216251295306702 0.0010572190343175897 -5.7985695910323028e-05
leaf_weight=50 97 62 62 50 52 46 48 1654 56 64 75 88 1339
leaf_count=50 97 62 62 50 52 46 48 1654 56 64 75 88 1339
internal_value=0 0.000581019 -7.6105e-06 6.60257e-06 -0.0006387 2.58237e-05 0.000697061 6.87465e-06 0.000120903 0.00161537 -9.03237e-05 -4.97575e-05 -3.41246e-06
internal_weight=0 112 3631 3569 102 3467 94 3373 1556 120 1817 1742 1436
internal_count=3743 112 3631 3569 102 3467 94 3373 1556 120 1817 1742 1436
is_linear=0
shrinkage=0.0995203


Tree=4803
num_leaves=14
num_cat=0
split_feature=4 23 36 3 3 18 1 4 27 18 18 18 8
split_gain=0.00339393 0.00546368 0.00532114 0.00451131 0.0138595 0.00697243 0.0197132 0.00543861 0.00469786 0.00552882 0.0119233 0.0109124 0.00261304
threshold=0.15028500000000003 -1.0000000180025095e-35 0.090760000000000021 0.091225000000000014 0.090695000000000012 -0.099739999999999995 -0.093734999999999999 0.081905000000000019 -0.015455 0.10085500000000001 0.094870000000000024 0.11504500000000002 -0.01187
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 5 7 -7 -3 -5 10 -10 -11 -1
right_child=-2 2 -4 8 -6 6 -8 -9 9 11 -12 -13 -14
leaf_value=0.00020686434206948696 -0.00067730258769504146 -0.0010045858023490317 -0.0010069358319430724 0.00072474901276437138 0.0013965476411373821 0.0011541164572239167 6.8364172947467668e-06 0.00012982470513803171 -0.00015553257900480615 0.0012234075161298779 -0.0016797847240389936 -7.01035858542115e-05 0.0012761704561004528
leaf_weight=46 70 100 51 67 82 168 1280 70 1337 83 53 287 49
leaf_count=46 70 100 51 67 82 168 1280 70 1337 83 53 287 49
internal_value=0 2.2087e-05 2.07942e-06 1.69018e-05 0.00013378 6.92769e-05 0.000140512 -0.00053266 -9.14036e-05 -0.000122938 -0.000214241 0.00021785 0.000767019
internal_weight=0 3673 3578 3527 1700 1618 1448 170 1827 1760 1390 370 95
internal_count=3743 3673 3578 3527 1700 1618 1448 170 1827 1760 1390 370 95
is_linear=0
shrinkage=0.0995203


Tree=4804
num_leaves=28
num_cat=0
split_feature=3 3 17 6 2 8 8 8 1 17 2 1 1 1 1 9 9 8 3 17 3 8 9 0 1 6 29
split_gain=0.0106274 0.0167509 0.0172874 0.0139934 0.0116967 0.0228822 0.0563468 0.00826921 0.0256355 0.0214572 0.0111286 0.0283333 0.0619216 0.00776565 0.00905687 0.00734053 0.0130663 0.0347214 0.0266565 0.00776141 0.00720631 0.0107988 0.0343942 0.0133672 0.0104603 0.0252099 0.00658003
threshold=0.084955000000000017 0.084685000000000024 0.053575000000000012 0.082725000000000021 -0.082025000000000001 -0.092094999999999996 -0.11187999999999999 -0.08595499999999999 -0.010395 -0.065004999999999993 -0.085209999999999994 -0.083284999999999984 -0.073844999999999994 0.060860000000000011 -0.0046399999999999992 0.13087500000000005 0.11296000000000002 -0.049499999999999995 0.17152000000000003 -0.53447999999999996 0.084290000000000018 -0.084674999999999986 0.083715000000000026 -0.088174999999999989 -0.085574999999999998 -0.23827499999999999 -0.080349999999999991
decision_type=2 2 2 2 2 2 2 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 5 6 -2 8 9 -7 13 -12 -13 14 -9 16 18 -18 19 -6 21 22 23 -1 -23 -26 -21
right_child=4 -3 3 -5 15 7 -8 10 -10 -11 11 12 -14 -15 -16 -17 17 -19 -20 26 -22 24 -24 -25 25 -27 -28
leaf_value=0.00067955693394636273 1.5491566890670451e-05 0.0018277999519257821 0.0025524515199840301 0.00012755291824723759 0.0010358231309052035 0.0012077460824557033 -0.0042874643040518336 -4.0774357780880551e-05 0.0024300368835104931 -0.0016888680838604505 -0.0025657349116482231 0.0022838182269021893 -0.0013962111548959208 0.0010844281384233172 -0.0015027351790269771 0.0009965691586349306 0.00063971169925833781 -0.0028137661311571044 0.0019519272763297178 -0.00088163996142891048 -0.00094006050419952018 0.00035192407987141844 0.0020638795951298953 -0.0015249177737457413 0.00045112208271312561 -0.0026819976413490895 1.2371920288395303e-05
leaf_weight=48 80 69 50 46 70 46 48 496 47 56 69 66 144 54 46 80 60 55 73 86 78 89 90 62 50 51 1546
leaf_count=48 80 69 50 46 70 46 48 496 47 56 69 66 144 54 46 80 60 55 73 86 78 89 90 62 50 51 1546
internal_value=0 0.000362809 0.00018213 0.00139905 -8.43707e-05 -0.000336386 -0.00159172 -0.000178669 0.000504641 -0.000374526 -0.000295963 -0.000814904 -0.000235732 -5.16624e-05 -0.000166363 6.25851e-05 2.26182e-05 -0.00100483 8.96468e-05 9.29117e-06 -6.57459e-05 0.000107018 0.000619115 -0.000555523 -0.000427723 -0.00112284 -3.42374e-05
internal_weight=0 633 564 96 3122 1152 128 1024 149 102 875 279 210 596 542 1970 1890 115 1775 1702 468 390 200 110 190 101 1632
internal_count=3755 633 564 96 3122 1152 128 1024 149 102 875 279 210 596 542 1970 1890 115 1775 1702 468 390 200 110 190 101 1632
is_linear=0
shrinkage=0.0995203


Tree=4805
num_leaves=23
num_cat=0
split_feature=3 18 18 26 26 19 3 8 5 0 6 1 6 1 17 26 8 0 6 20 3 3
split_gain=0.00863066 0.0213721 0.0197053 0.0110394 0.0112167 0.00908014 0.00869021 0.0470851 0.00744524 0.0158315 0.00705654 0.0169553 0.0123515 0.0133867 0.00518575 0.0100644 0.0165489 0.00502767 0.0046865 0.00466605 0.0103919 0.00579114
threshold=0.084955000000000017 -0.10082999999999999 0.087065000000000017 0.088435000000000027 0.087045000000000025 -0.13541 0.090050000000000033 -0.10833 -0.0086449999999999982 -0.086474999999999996 -0.094449999999999992 1.0000000180025095e-35 -0.087825 -0.0084199999999999987 0.41580500000000009 0.096980000000000025 -0.079585000000000003 -0.23177499999999998 0.041585000000000011 -0.14878999999999998 0.10871500000000002 0.31293500000000007
decision_type=2 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 -2 7 -7 9 -3 11 -9 -12 -14 17 16 -16 -8 -10 20 -19 -21
right_child=5 2 -4 -5 -6 6 14 10 18 -11 12 -13 13 -15 15 -17 -18 19 -20 21 -22 -23
leaf_value=0.0020673924373722516 -0.0014644817895874645 -0.0004386658929351821 0.0015513381050362091 0.0011427745818165392 -0.00140172541445259 -0.0033415263651696827 -0.0007609370711084138 -0.0018254133021548258 -3.7959705365685396e-05 0.0011552313913077981 0.0011715734471918291 0.00056447243344419753 -1.0315534206751303e-05 -0.0013845709751838229 -0.0010221733067921684 -0.0014165102795801175 0.0010687113855650172 0.00066273542593300188 -0.0014215509342065196 0.00015237566361028153 -0.0012488016338963099 0.001287265766278364
leaf_weight=63 46 145 83 61 74 48 63 72 47 107 76 49 642 79 73 67 77 47 53 1668 69 46
leaf_count=63 46 145 83 61 74 48 63 72 47 107 76 49 642 79 73 67 77 47 53 1668 69 46
internal_value=0 0.000327088 0.000133302 -0.000106694 -0.000287531 -7.58958e-05 -5.48641e-05 -0.000302222 -5.09709e-05 0.00023486 -0.000142413 -0.000850843 -3.3832e-05 -0.000162028 5.79935e-05 -0.000402001 4.569e-05 0.000111156 -0.00077945 0.000141627 -0.000467242 0.000183311
internal_weight=0 633 570 487 426 3122 3076 966 352 252 918 121 797 721 2110 217 150 1893 100 1830 116 1714
internal_count=3755 633 570 487 426 3122 3076 966 352 252 918 121 797 721 2110 217 150 1893 100 1830 116 1714
is_linear=0
shrinkage=0.0995203


Tree=4806
num_leaves=28
num_cat=0
split_feature=3 18 3 18 3 3 20 9 9 3 17 8 9 8 3 3 8 18 6 8 3 3 9 8 9 18 1
split_gain=0.00699547 0.0173308 0.0171715 0.00710384 0.0187672 0.0497947 0.0130217 0.0113687 0.0203211 0.00875029 0.00678585 0.00990105 0.0184955 0.0420231 0.00723578 0.0577555 0.0215291 0.00610078 0.00926981 0.0106747 0.0221053 0.0212022 0.00598364 0.008745 0.0168578 0.00556391 0.00787926
threshold=0.084955000000000017 -0.10082999999999999 0.084685000000000024 -0.085834999999999995 0.090835000000000013 0.088805000000000023 -0.08231999999999999 0.088510000000000019 -0.020035000000000001 0.08544000000000003 -0.56005499999999986 0.093085000000000015 0.11351500000000002 0.11446000000000002 0.087625000000000022 0.087925000000000017 -0.082014999999999991 -0.025879999999999997 0.087235000000000021 -0.082014999999999991 0.0040650000000000009 0.083595000000000017 0.091555000000000011 -0.073029999999999984 0.09550500000000002 -0.09053499999999999 -0.092674999999999993
decision_type=2 2 2 2 2 2 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 17 4 5 6 -2 8 -6 -5 -11 14 13 -13 16 -16 -12 -3 19 21 -21 -19 -9 -24 -25 26 -8
right_child=3 2 -4 9 7 -7 25 22 -10 10 11 12 -14 -15 15 -17 -18 18 -20 20 -22 -23 23 24 -26 -27 -28
leaf_value=0.0018616451568291073 -0.0014463531888518591 -0.00091744761940394334 0.0016981423160625805 -0.001299553410656741 -0.00057271338879737361 -0.0029773096728488756 -0.001110344811930794 -0.0012913313552498872 0.0019100996389913424 -0.0011136044186562141 0.001040124607479284 0.003847010957105317 -0.00071917313928415662 -0.00012445138817420136 -0.0035014073427382473 3.2242637798819307e-05 -0.00098003154262131281 0.00013260172212117206 0.00099095189599684216 -0.000407531378260923 0.0022821759546823822 -0.0019135693684822267 0.00094878714682100824 0.0011446973650637811 -0.00096659316270262098 0.0010806885818752552 0.00052921566528693305
leaf_weight=63 59 72 61 49 56 85 48 46 77 49 195 46 51 61 47 1799 71 142 87 84 47 77 64 51 139 56 73
leaf_count=63 59 72 61 49 56 85 48 46 77 49 195 46 51 61 47 1799 71 142 87 84 47 77 64 51 139 56 73
internal_value=0 0.000294407 0.00011975 -6.83949e-05 -0.000334485 -0.000911376 -0.00016382 9.12965e-05 0.00085855 1.59857e-05 4.41358e-05 6.94873e-05 0.000829468 0.00157526 1.22451e-05 -5.72823e-05 0.000497832 -6.78007e-05 7.03137e-05 -0.000156192 0.00055123 -0.000583091 -0.000246124 -5.3611e-05 -0.00039557 0.000259066 -0.000114423
internal_weight=0 633 570 3122 754 321 236 433 133 2368 2319 2270 158 107 2112 1846 266 509 437 350 131 219 300 254 190 177 121
internal_count=3755 633 570 3122 754 321 236 433 133 2368 2319 2270 158 107 2112 1846 266 509 437 350 131 219 300 254 190 177 121
is_linear=0
shrinkage=0.0995203


Tree=4807
num_leaves=20
num_cat=0
split_feature=19 3 18 18 26 17 1 17 27 27 17 5 3 6 1 0 17 5 17
split_gain=0.00736276 0.0050272 0.0161528 0.0151798 0.00800223 0.0101363 0.0270191 0.0164182 0.00573847 0.0106655 0.0195986 0.011095 0.00467814 0.0195671 0.0517019 0.0135392 0.00449527 0.0094475 0.0043681
threshold=-0.17233499999999999 0.084955000000000017 -0.10082999999999999 0.087065000000000017 0.088435000000000027 -0.011809999999999999 -0.082039999999999988 -0.068169999999999994 0.10868000000000001 1.0000000180025095e-35 -0.079754999999999993 -0.41397 0.089095000000000021 0.090460000000000026 -0.084204999999999988 -0.081094999999999987 0.42451000000000011 0.057175000000000011 0.021725000000000005
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 5 7 -7 -4 9 12 -11 -12 13 15 -15 -3 18 -18 -14
right_child=1 8 3 -5 -6 6 -8 -9 -10 10 11 -13 16 14 -16 -17 17 -19 -20
leaf_value=-0.0012578108758325155 0.0018961597261764368 -0.00019187756875385862 -0.00029119618877521781 0.0013525683185774066 0.00096063714632643456 -0.002099442595805506 0.00010320375195596914 0.0017728379035467756 0.00082203013386972375 -0.0020383007294674234 -0.00089215030250679227 0.0008681974187814233 2.4890989632581131e-05 -0.0036431250052770601 0.00043834968804119784 0.0010701189392811213 -0.00076389794978341319 0.00081866464128692632 0.00037654561748665794
leaf_weight=46 55 563 135 83 61 86 152 53 74 75 74 68 1327 55 69 99 153 49 478
leaf_count=46 55 563 135 83 61 86 152 53 74 75 74 68 1327 55 69 99 153 49 478
internal_value=0 8.95968e-06 0.000266515 0.000107833 -0.000102628 -0.000256802 -0.000689271 0.000286332 -4.29708e-05 -6.45086e-05 -0.000736656 -4.34019e-05 -1.19935e-05 -0.000218057 -0.00136538 -1.91334e-06 6.82989e-05 -0.000375956 0.00011847
internal_weight=0 3709 625 570 487 426 238 188 3084 3010 217 142 2793 786 124 662 2007 202 1805
internal_count=3755 3709 625 570 487 426 238 188 3084 3010 217 142 2793 786 124 662 2007 202 1805
is_linear=0
shrinkage=0.0995203


Tree=4808
num_leaves=30
num_cat=0
split_feature=3 3 8 17 8 8 9 26 24 0 19 0 3 1 17 17 26 0 9 27 26 26 3 2 4 8 1 17 17
split_gain=0.00728837 0.012224 0.019593 0.0242194 0.0185465 0.0101446 0.0256987 0.0167318 0.00703613 0.00612029 0.0127606 0.0100014 0.0220802 0.013331 0.00834194 0.0232085 0.0119892 0.00837713 0.00829148 0.0362605 0.00502616 0.0128308 0.00933811 0.0054297 0.00998234 0.00607873 0.00493318 0.0064316 0.00390825
threshold=0.085035000000000013 0.083955000000000016 -0.081669999999999993 -0.0065549999999999992 -0.086589999999999986 -0.08569499999999998 0.083715000000000026 0.086895000000000014 0.094750000000000015 -0.072274999999999992 0.13265500000000005 -0.067839999999999998 0.09742000000000002 0.031740000000000011 -0.14723999999999998 -0.35269999999999996 0.086985000000000021 -0.078479999999999994 0.11351500000000002 -0.0027049999999999995 0.0054200000000000012 0.091570000000000026 0.11721500000000003 -0.095204999999999998 0.10343500000000001 0.0012600000000000003 0.043640000000000005 -0.087770000000000001 -0.081244999999999998
decision_type=2 2 2 2 2 2 2 2 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 28 26 9 10 14 12 -11 -14 15 17 -17 -2 19 -16 23 -22 -23 24 -13 -25 27 -7 -1
right_child=8 2 -4 -5 -6 7 -8 -9 -10 11 -12 20 13 -15 18 16 -18 -19 -20 -21 21 22 -24 25 -26 -27 -28 -29 -30
leaf_value=0.00044476607781756953 0.00033806151049145175 -0.001097796045345366 0.00075993131720796631 -8.2154823404846815e-05 -0.0039106379040337409 0.00033245256637867606 0.0022074809432321325 -0.0021130210378803192 -0.0011336420534193471 -0.002481026553116196 0.0015887834572030457 0.0012326044010927269 0.00098552409729896922 -0.0012745794853400625 0.0027661579461835065 0.0026888300971684314 0.00060411205492311778 -0.0011386365333208891 -0.0010557797061907133 1.9754213349546276e-05 0.0016190571607394642 -0.00065750528952305512 0.00055367371989717786 -0.00016565325018041513 -0.00054187544250552445 -0.001249321863293697 0.00068245940550889681 -0.0011754341329671719 -0.00071372399234386071
leaf_weight=46 159 49 54 77 46 57 63 46 47 54 62 61 59 46 49 62 51 50 64 1709 61 114 141 180 64 73 68 54 75
leaf_count=46 159 49 54 77 46 57 63 46 47 54 62 61 59 46 49 62 51 50 64 1709 61 114 141 180 64 73 68 54 75
internal_value=0 -0.000296512 -0.000884026 -0.00140491 -0.00246842 2.61268e-05 0.000576094 -0.000419986 7.347e-05 9.22843e-05 0.000179977 -0.000133544 -0.000845662 0 0.000138856 0.000606074 0.00175518 -1.12988e-05 5.58353e-05 9.67693e-05 2.84271e-05 0.000322389 8.99514e-06 -0.000215153 0.000317522 -0.000481568 1.05228e-05 -0.000393739 -0.000266541
internal_weight=0 635 226 172 95 409 184 225 3106 3059 2206 853 159 105 2144 322 113 209 1822 1758 694 316 255 378 125 253 179 111 121
internal_count=3741 635 226 172 95 409 184 225 3106 3059 2206 853 159 105 2144 322 113 209 1822 1758 694 316 255 378 125 253 179 111 121
is_linear=0
shrinkage=0.0995203


Tree=4809
num_leaves=17
num_cat=0
split_feature=24 22 2 0 5 5 20 2 4 26 26 8 26 0 26 0
split_gain=0.00405508 0.00371361 0.00452759 0.0136982 0.0204461 0.00617255 0.0078638 0.00504622 0.00493394 0.00378424 0.0353546 0.0123376 0.0113801 0.0155308 0.00864999 0.0033137
threshold=0.094750000000000015 0.11777500000000002 0.097745000000000012 -0.14795 -0.50544999999999984 -0.084089999999999984 -0.058504999999999995 0.091030000000000014 0.13707500000000003 0.089485000000000023 0.089795000000000028 -0.081534999999999982 0.088685000000000028 -0.081424999999999984 0.088435000000000027 0.047575000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 8 -7 9 -5 12 -11 -12 14 -14 -1 -8
right_child=-2 -3 3 5 -6 6 15 -9 -10 10 11 -13 13 -15 -16 -17
leaf_value=-4.2227978350895212e-05 -0.0008463911042030372 -0.0006952343270578981 -0.00027534789873045465 -0.0013650767649384134 0.00232364769005004 0.0014291161468268946 -0.00058850761634801684 -0.00084388480047089371 3.8873274666304741e-05 0.0028027574314823311 0.0005430964727889977 -0.00016841210676220612 -0.0019448756788354989 0.00038973335078897633 0.0013396215683530012 0.00047819916713117246
leaf_weight=1809 54 70 51 50 71 46 64 69 47 48 345 802 71 46 46 52
leaf_count=1809 54 70 51 50 71 46 64 69 47 48 345 802 71 46 46 52
internal_value=0 2.21442e-05 3.6254e-05 0.000360763 0.00123047 -4.57464e-05 0.000326798 -1.70008e-06 -0.000676373 1.63903e-05 0.000156347 4.48851e-05 -6.80059e-05 -0.00102 -7.51975e-06 -0.000103272
internal_weight=0 3687 3617 381 122 259 162 3236 97 3167 1195 1147 1972 117 1855 116
internal_count=3741 3687 3617 381 122 259 162 3236 97 3167 1195 1147 1972 117 1855 116
is_linear=0
shrinkage=0.0995203


Tree=4810
num_leaves=9
num_cat=0
split_feature=19 21 26 8 17 2 5 2
split_gain=0.00486918 0.00590625 0.0052594 0.0076085 0.0042423 0.00343616 0.0128657 0.00611341
threshold=0.14061500000000002 0.15544000000000005 -0.23202999999999999 0.11023500000000003 0.6218950000000002 -0.083974999999999994 -0.0042299999999999994 -0.082294999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -7
right_child=-2 -3 3 -5 -6 7 -8 -9
leaf_value=-0.0007689794748190487 0.00098399953457460002 0.0009210083773951947 -0.00046129751318906053 0.00095070896036375942 -0.00090040700470321231 0.00051872180159025889 0.00024458962472002937 0
leaf_weight=91 50 67 602 81 54 252 443 2101
leaf_count=91 50 67 602 81 54 252 443 2101
internal_value=0 -4.58353e-06 -2.19216e-05 -2.44785e-06 -2.50505e-05 -1.08987e-05 -0.000161272 5.55363e-05
internal_weight=0 3691 3624 3533 3452 3398 1045 2353
internal_count=3741 3691 3624 3533 3452 3398 1045 2353
is_linear=0
shrinkage=0.0995203


Tree=4811
num_leaves=23
num_cat=0
split_feature=3 6 1 6 3 6 4 4 5 6 1 9 20 20 8 8 3 1 1 6 36 9
split_gain=0.00537951 0.0105606 0.0203962 0.0101117 0.00836074 0.00598561 0.0156756 0.0258567 0.00537483 0.0138789 0.010882 0.0196868 0.0126064 0.00730117 0.00778992 0.0312639 0.0125414 0.00461755 0.00531097 0.0106864 0.00518836 0.00152263
threshold=0.085035000000000013 0.087075000000000027 -0.085574999999999998 0.085845000000000019 0.084465000000000026 -0.25061999999999995 0.11834000000000001 0.13980000000000004 -0.5087799999999999 -0.045589999999999999 0.10637500000000003 0.088995000000000019 -0.076194999999999999 -0.24910499999999999 -0.08176499999999999 -0.08237499999999999 0.085965000000000028 -0.021369999999999997 -0.085739999999999997 0.082725000000000021 0.086430000000000021 0.083235000000000017
decision_type=2 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 17 6 -2 -8 9 -7 13 -12 -13 -10 15 -15 -16 18 19 -1 21 -19
right_child=5 2 -4 -5 -6 8 7 -9 10 -11 11 12 -14 14 16 -17 -18 20 -20 -21 -22 -23
leaf_value=-0.00073019538763066812 -0.0018416012666612632 0.00035422624032179672 -0.0020877853637266226 0.00124228923027181 -0.0012425029970466257 -0.0013350395852063522 0.0016235803037702701 -0.0013469989639488553 0.0013202600030730155 0.00058787999484471076 0.0021947045152768516 0.0012199477916043826 -0.0010219478558235789 0.00010887771451132789 -0.0015953054125548878 0.0021924004031234337 -3.5746880284428758e-05 0.0003791655185309089 -0.0011885491117714713 0.0011646845183986764 -0.00030373741315751888 0.0011236432882019191
leaf_weight=79 58 59 78 54 65 84 59 57 46 66 69 46 54 987 53 77 1450 63 56 47 79 55
leaf_count=79 58 59 78 54 65 84 59 57 46 66 69 46 54 987 53 77 1450 63 56 47 79 55
internal_value=0 -0.000256094 -0.00103014 -4.15098e-05 -0.000199491 6.1767e-05 -0.000504601 0.000156842 9.56574e-05 -0.000483498 0.000127179 0.00090158 1.13797e-06 7.67796e-05 5.41778e-05 0.000260428 -9.1286e-05 -1.84507e-05 -0.00038189 -1.68779e-05 0.00031316 0.000733106
internal_weight=0 635 137 498 444 3106 174 116 2932 150 2782 169 100 2613 2567 1064 1503 379 182 126 197 118
internal_count=3741 635 137 498 444 3106 174 116 2932 150 2782 169 100 2613 2567 1064 1503 379 182 126 197 118
is_linear=0
shrinkage=0.0995203


Tree=4812
num_leaves=36
num_cat=0
split_feature=0 18 20 9 9 9 9 26 18 9 2 0 26 9 26 0 9 17 26 17 17 2 26 18 18 18 0 0 4 9 9 9 5 0 5
split_gain=0.00847765 0.00798936 0.0179023 0.0082127 0.0171646 0.0215782 0.0208047 0.0110527 0.00995568 0.00811347 0.0248823 0.0242377 0.0117933 0.0152483 0.00613412 0.00783669 0.00780461 0.0094432 0.00400535 0.00383997 0.0137542 0.0109113 0.00909481 0.0136535 0.0130071 0.0121159 0.00956711 0.0177724 0.0139897 0.0055471 0.0167193 0.0125076 0.0141724 0.0109495 0.00260992
threshold=-0.077544999999999989 -0.40801999999999999 -0.076005000000000003 0.096225000000000019 0.093705000000000024 0.092605000000000021 0.095055000000000014 0.11624000000000002 0.14607000000000003 0.11296000000000002 -0.051635 -0.072274999999999992 0.10038000000000001 0.098720000000000016 0.095950000000000021 -0.080500000000000002 0.088325000000000028 -0.013885 0.11275500000000002 -0.067414999999999989 -0.047785000000000001 0.097745000000000012 0.085075000000000026 -0.087864999999999985 -0.015440000000000001 -0.092864999999999989 -0.088174999999999989 -0.081674999999999984 0.086380000000000026 0.084755000000000011 0.084515000000000021 0.085145000000000012 -0.0073899999999999999 -0.086304999999999993 -0.10586999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 4 5 7 -6 8 -3 11 18 -5 13 -13 19 16 -16 -18 -11 21 -21 22 26 25 -25 -24 28 -28 -1 30 33 -31 -33 -22 -19
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leaf_weight=139 60 478 59 66 53 50 71 48 46 46 52 47 62 87 67 61 58 58 48 64 477 46 64 70 134 47 82 46 69 59 53 672 87 77 46
leaf_count=139 60 478 59 66 53 50 71 48 46 46 52 47 62 87 67 61 58 58 48 64 477 46 64 70 134 47 82 46 69 59 53 672 87 77 46
internal_value=0 -0.000197045 0.00057712 -0.000277586 -0.000474087 -0.000259359 -0.00154459 -0.000433807 -0.000299544 7.96966e-05 -0.000512318 0.000412722 -0.000138825 0.000381583 0.000118942 0.000549368 0.000277998 -9.09556e-05 0.000446734 6.14662e-05 -2.82837e-05 0.000254373 0.000148328 0.000533243 0.00101758 -0.000349522 -0.000210093 -0.000888246 0.000203296 3.52564e-05 0.00026365 -0.000133223 -2.36277e-05 0.00010054 0.000470955
internal_weight=0 1273 119 1154 746 622 124 572 524 408 146 262 196 134 2476 290 229 162 94 2186 1489 697 651 315 204 111 336 128 208 1425 607 818 759 554 104
internal_count=3749 1273 119 1154 746 622 124 572 524 408 146 262 196 134 2476 290 229 162 94 2186 1489 697 651 315 204 111 336 128 208 1425 607 818 759 554 104
is_linear=0
shrinkage=0.0995203


Tree=4813
num_leaves=41
num_cat=0
split_feature=0 9 2 2 2 26 5 18 1 0 5 8 0 17 5 17 18 1 26 3 5 3 9 5 0 1 3 5 3 17 9 26 17 3 5 2 18 18 0 8
split_gain=0.00688694 0.00799896 0.00819454 0.017282 0.0114434 0.0111774 0.00689486 0.0150494 0.0118755 0.0117737 0.0114588 0.0116234 0.0181412 0.00844579 0.0074827 0.00654121 0.00623489 0.00550446 0.00498408 0.00769171 0.0120391 0.0111886 0.00878936 0.00428387 0.0126998 0.0161485 0.00924657 0.0205502 0.0155506 0.0257018 0.0180875 0.013537 0.00925086 0.00695478 0.00631929 0.0179926 0.0147497 0.0146585 0.011831 0.00826694
threshold=-0.077544999999999989 0.099125000000000033 -0.072624999999999981 -0.06674999999999999 -0.088554999999999995 0.11275500000000002 -0.052494999999999993 0.11835500000000003 -0.079629999999999992 -0.065519999999999981 -0.004089999999999999 -0.07594999999999999 -0.073464999999999989 -0.11045499999999998 0.19791500000000004 -0.239145 -0.064960000000000004 -0.03694999999999999 0.095950000000000021 0.09940000000000003 -0.0060949999999999997 0.087625000000000022 0.09310000000000003 -0.039649999999999998 -0.083589999999999984 -0.074694999999999998 0.090835000000000013 -0.020485 0.08920500000000002 -0.081674999999999998 0.088510000000000019 0.090275000000000022 -0.0073949999999999997 0.10850000000000003 -0.080724999999999991 -0.081915000000000002 0.09679500000000002 0.091725000000000015 -0.097180000000000002 -0.088024999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 6 4 -4 -3 -5 7 8 -2 -10 -8 12 -12 15 -14 -13 -15 -7 23 20 21 -20 -23 24 34 -26 28 -28 30 -30 31 -25 33 -29 36 -36 37 -1 -37 -38
right_child=1 2 3 5 -6 17 10 -9 9 -11 11 13 14 16 -16 -17 -18 -19 19 -21 -22 22 -24 26 25 -27 27 32 29 -31 -32 -33 -34 -35 35 38 39 -39 -40 -41
leaf_value=-6.2235475438100296e-05 -0.0016930767246628798 0.00013533069434574208 -0.0018223847732997561 0.0013796496478144758 0.0021041255337138926 0.00042001094394299496 0.0010339217783828076 -0.0023894101293474592 0.00078283449256500977 -0.00082670500204848937 -0.0023991019767116888 -4.5700189646018432e-05 0.00073102485431155611 0.0015220509979401954 -0.00091300053814130503 -0.0011897294120371315 3.5907757300671025e-05 -0.0010954677755174891 -0.00086676119051997313 -0.00029362104836383609 0.0021727321752852361 0 0.001817524837595673 0.00018236849151358217 0.00022078804616367106 -0.0021481282933190895 0.0026117878849735089 0.00098862289324192615 0.00019067338225780747 -0.0028727884582451127 0.0020600119298743941 -0.0015321633985269552 -0.00092055101221990762 -0.00039300968803545748 -0.00092762848541104123 0.00036326067101341271 -0.0022114257828516992 0.001603748062694192 0.0025126266717637675 -0.00031130149650563852
leaf_weight=629 55 80 47 63 47 47 72 46 90 90 59 239 46 52 67 63 63 47 48 85 50 51 56 652 51 63 46 137 65 46 48 49 48 48 50 56 46 57 48 47
leaf_count=629 55 80 47 63 47 47 72 46 90 90 59 239 46 52 67 63 63 47 48 85 50 51 56 652 51 63 46 137 65 46 48 49 48 48 50 56 46 57 48 47
internal_value=0 -0.000177563 0.000241868 -0.000145402 0.000870386 0.000351411 -0.000325811 -0.000739499 -0.000413054 -1.73873e-05 -0.000148709 -0.000294665 -0.000983087 -8.74776e-06 -0.000236507 -0.000287066 0.000715022 -0.00032902 0.000107237 0.000495257 0.000826346 0.000386746 0.000956717 5.53863e-05 -8.93925e-05 -0.00108117 0.00018919 0.000687147 2.6691e-05 -0.0010715 0.000190533 6.13546e-05 0.000303662 0.00062572 3.09119e-05 0.000614073 -8.33221e-05 7.49985e-05 0.00136315 -0.00125995
internal_weight=0 1273 331 204 127 157 942 281 235 180 661 589 172 417 113 302 115 94 2476 290 205 155 107 2186 1047 114 1139 279 860 111 749 701 233 185 933 154 779 686 104 93
internal_count=3749 1273 331 204 127 157 942 281 235 180 661 589 172 417 113 302 115 94 2476 290 205 155 107 2186 1047 114 1139 279 860 111 749 701 233 185 933 154 779 686 104 93
is_linear=0
shrinkage=0.0995203


Tree=4814
num_leaves=35
num_cat=0
split_feature=0 21 21 18 18 9 9 8 21 0 6 5 6 5 26 1 6 26 26 26 20 9 6 6 9 0 6 8 26 20 20 9 26 0
split_gain=0.00558134 0.00705124 0.0127179 0.010861 0.0096928 0.00884918 0.015246 0.00635258 0.00741423 0.00568944 0.00523746 0.0108675 0.0183526 0.0175585 0.013997 0.0209538 0.0149762 0.00792758 0.0261118 0.0119933 0.0132084 0.0181844 0.0117936 0.0103208 0.0231679 0.0197668 0.00923827 0.00563536 0.00542653 0.00519005 0.0083979 0.00508461 0.0036675 0.0031583
threshold=-0.077544999999999989 0.10366000000000002 0.095695000000000016 0.14994000000000005 0.11835500000000003 0.098465000000000011 0.11296000000000002 -0.07106999999999998 0.12329000000000002 -0.070134999999999989 0.090195000000000011 -0.040404999999999996 0.095355000000000023 -0.013050000000000001 0.089365000000000014 -0.083284999999999984 0.10009000000000003 0.087525000000000019 0.086985000000000021 0.088685000000000028 -0.014534999999999999 0.085075000000000026 0.087575000000000028 -0.049005 0.089255000000000015 -0.084834999999999994 0.084985000000000019 -0.089984999999999996 -0.2382 -0.077299999999999994 -0.06916499999999999 0.094085000000000016 0.088055000000000022 -0.049174999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -7 31 -9 -2 17 12 -12 -13 16 -16 -15 18 22 20 -19 -22 26 29 25 -25 28 -28 -1 -21 -31 -3 -14 -10
right_child=1 7 -4 -5 -6 6 -8 8 33 -11 11 13 32 14 15 -17 -18 19 -20 23 21 -23 -24 24 -26 -27 27 -29 -30 30 -32 -33 -34 -35
leaf_value=-0.0010115754953821602 5.3989559325705483e-05 0.00034797982596332605 -0.001783547478360232 0.0012590382569784746 -0.0016533664873768018 0.0011669842301591776 -0.00067241408445357063 0.0013785149788319449 -0.00049142103511644862 -0.00056350970865126854 0.00092433748481617734 0.0021073768083549639 -0.00052498762550146668 0.0023966828055609108 -0.0016554796737320919 0.0010390078093553713 -1.1357577498017517e-05 -0.00021118212984391218 -0.0019262696806659812 -0.00030543002637298082 0.0002569865071025061 0.0028462414643774946 0.0013583908688643918 -0.0009025114650888775 -0.0019659389693726138 0.0011796341393171561 -0.00011832914722112202 -0.0016083395202547402 5.8984505558070291e-05 0.0018916552693667116 0.00036866511997380342 -0.001114928810225832 -0.0018145180552327173 0.00063649512015737976
leaf_weight=49 215 47 53 48 48 109 75 77 49 457 74 73 46 50 63 52 51 54 74 55 50 60 60 85 67 96 46 59 1082 50 134 46 46 49
leaf_count=49 215 47 53 48 48 109 75 77 49 457 74 73 46 50 63 52 51 54 74 55 50 60 60 85 67 96 46 59 1082 50 134 46 46 49
internal_value=0 -0.000159828 -0.000281196 -0.000196697 -0.000274898 -0.000196644 0.00041278 0.000292249 0.000647168 -0.000364729 9.6555e-05 0.00040174 -0.000236243 0.000771027 0.0003156 -0.000429984 0.00117264 2.74418e-05 -0.000107986 0.0003137 0.00105012 0.00167675 -3.53221e-06 6.40249e-05 -0.000383817 0.000197308 -7.03074e-05 -0.00096337 1.18792e-05 0.000532156 0.000786971 -0.000366807 -0.00117865 6.41838e-05
internal_weight=0 1273 1005 952 904 856 184 268 175 672 2476 455 166 289 216 115 101 2021 1370 651 164 110 1296 487 248 181 1236 105 1131 239 184 93 92 98
internal_count=3749 1273 1005 952 904 856 184 268 175 672 2476 455 166 289 216 115 101 2021 1370 651 164 110 1296 487 248 181 1236 105 1131 239 184 93 92 98
is_linear=0
shrinkage=0.0995203


Tree=4815
num_leaves=18
num_cat=0
split_feature=21 8 17 17 5 8 9 3 6 1 5 6 6 1 2 8 2
split_gain=0.00363569 0.00348543 0.0137307 0.00885477 0.0188844 0.00441582 0.00829724 0.00763766 0.00383998 0.00459922 0.00380022 0.00661287 0.0293929 0.00731042 0.00494796 0.0262764 0.022545
threshold=0.15544000000000005 -0.26194999999999996 0.056905000000000011 -0.067414999999999989 -0.40421499999999994 -0.10337499999999999 -0.096659999999999982 0.10038500000000002 0.087455000000000019 -0.0032650000000000001 -0.040404999999999996 0.098855000000000012 0.11690000000000002 -0.079250000000000001 -0.073884999999999992 -0.077604999999999993 -0.076254999999999989
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 7 -7 8 9 -3 11 13 -13 -8 16 -16 -12
right_child=-2 5 -4 4 -6 6 10 -9 -10 -11 14 12 -14 -15 15 -17 -18
leaf_value=0.00013230983378887713 0.00071377711670985355 -0.00086603485939985543 0.00077988316433695972 0 -0.0027006393465566036 -0.0012696328549068078 -0.00056583250071218737 0.0013557190751667585 0.00072764593250734236 0.0004547099134354883 9.0491509052463754e-05 -0.0023117010309773763 0.00060114699484863576 7.5338116598746679e-05 0.0018783243260094642 2.0326474120745365e-05 -0.0018666391625883022
leaf_weight=53 71 59 69 49 55 51 216 65 58 46 1314 65 72 949 93 403 61
leaf_count=53 71 59 69 49 55 51 216 65 58 46 1314 65 72 949 93 403 61
internal_value=0 -5.08262e-06 -0.000383889 -0.00090057 -0.00143481 1.94804e-05 -1.02046e-05 0.000442827 7.37673e-05 -0.000279626 9.78039e-06 -0.000120494 -0.000774886 -4.28372e-05 0.000100874 0.000370352 3.07065e-06
internal_weight=0 3678 226 157 104 3452 3224 228 163 105 3173 1302 137 1165 1871 496 1375
internal_count=3749 3678 226 157 104 3452 3224 228 163 105 3173 1302 137 1165 1871 496 1375
is_linear=0
shrinkage=0.0995203


Tree=4816
num_leaves=23
num_cat=0
split_feature=4 0 0 9 0 3 3 17 3 9 17 1 17 3 3 1 19 27 20 9 9 3
split_gain=0.0062602 0.00741756 0.0107844 0.0144229 0.0187113 0.0488618 0.0439468 0.010419 0.0209845 0.0297265 0.0170524 0.0153149 0.0124091 0.00669315 0.0106217 0.0175218 0.0072748 0.00872588 0.00426054 0.00489989 0.0121186 0.00453344
threshold=0.14903500000000006 -0.085794999999999996 -0.088594999999999993 0.083835000000000021 -0.087184999999999999 0.085035000000000013 0.086895000000000014 0.07134500000000002 0.087570000000000023 0.083955000000000016 0.19454500000000005 -0.07002499999999999 0.059130000000000009 0.11553000000000002 0.11816500000000002 -0.049499999999999995 -1.0000000180025095e-35 0.085540000000000019 0.14567000000000005 0.11408000000000003 0.098720000000000016 0.10850000000000003
decision_type=2 2 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 6 -6 -5 12 -9 -10 -11 -12 13 16 -15 -16 -3 -18 19 20 21 -1
right_child=-2 7 3 4 5 -7 -8 8 9 10 11 -13 -14 14 15 -17 17 -19 -20 -21 -22 -23
leaf_value=0.00014537870787204011 0.00093650850495445061 -0.0013408584915732906 0.0022723752838921195 0.0037356344972314251 -0.0026660632059626226 0.0011656817340213422 -0.00022541869649798073 -0.0022480567056814478 0.0019249079672592042 -0.0022897896700443269 -0.0015453469615154532 0.00018016953383418325 0.0014836246057573195 0.0015481174896823911 -0.0011914481174442576 0.00057809371524864613 -3.3873725830510461e-05 -0.0012841909103279176 0.00083051294126468831 0.00087400649219582791 -0.0015490353464096751 -0.00036613850419690321
leaf_weight=815 76 48 50 46 55 82 69 61 53 51 70 185 55 61 76 204 1225 58 67 62 50 217
leaf_count=815 76 48 50 46 55 82 69 61 53 51 70 185 55 61 76 204 1225 58 67 62 50 217
internal_value=0 2.34407e-05 0.000192391 0.000724691 0.000414362 -0.000366635 0.00135188 -9.52382e-05 -0.000539842 -0.000247308 -0.000626217 -0.000290292 1.24139e-05 -3.54917e-05 0.000357232 9.48657e-05 -0.000136722 -9.10344e-05 5.89699e-05 1.30678e-05 -3.55086e-05 3.70281e-05
internal_weight=0 3660 1513 302 252 137 115 2147 420 359 306 255 1727 1672 341 280 1331 1283 1211 1144 1082 1032
internal_count=3736 3660 1513 302 252 137 115 2147 420 359 306 255 1727 1672 341 280 1331 1283 1211 1144 1082 1032
is_linear=0
shrinkage=0.0995203


Tree=4817
num_leaves=20
num_cat=0
split_feature=11 0 0 11 9 8 0 6 9 0 9 8 26 26 26 26 18 5 20
split_gain=0.00606118 0.0055812 0.0101355 0.00924752 0.0109095 0.0117664 0.0267069 0.0237158 0.0309648 0.0110726 0.00793542 0.00723143 0.00580087 0.00703841 0.00801389 0.0105824 0.00768318 0.00393844 0.00255177
threshold=-0.38234499999999999 -0.085794999999999996 -0.086474999999999996 -0.08577499999999999 -0.02614 -0.084915000000000004 -0.084084999999999993 -0.011749999999999998 0.084515000000000021 -0.08317999999999999 -0.085209999999999994 -0.057284999999999996 0.11538500000000003 0.091195000000000012 0.088685000000000028 0.087625000000000022 0.086510000000000017 -0.066919999999999993 -0.062334999999999995
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 -3 10 7 18 -6 -9 -8 17 -12 13 14 15 -2 -15 -5 -7
right_child=1 3 -4 4 5 6 9 8 -10 -11 11 -13 -14 16 -16 -17 -18 -19 -20
leaf_value=0.0010062037954840632 6.6557520434442144e-05 -0.0012601175858181805 0.0012246314143633905 0.00068847393871758543 0.0010095425947521928 0.0010827833260620011 -0.0013459672091855643 -0.0027787124776526458 -0.00041192124216643311 -4.4248278887135371e-05 0.00039398459119602058 0.0021386925203317111 -0.00067648776216539723 0.0015108350364046103 -0.00089565279930193143 0.0013232810051820266 6.8225605898649763e-06 -0.00057364929277676938 0.0021674341706613052
leaf_weight=63 1053 64 85 47 69 49 68 75 207 1387 47 50 88 75 78 71 63 51 46
leaf_count=63 1053 64 85 47 69 49 68 75 207 1387 47 50 88 75 78 71 63 51 46
internal_value=0 2.12017e-05 0.000167957 -8.12163e-05 -4.48287e-05 -0.000117913 0 -0.000638213 -0.00104429 -0.000105647 0.00066345 0.00130176 0.000104487 0.000156386 7.83504e-05 0.00014667 0.000830153 2.33014e-05 0.0016166
internal_weight=0 3673 1513 2160 2096 1901 1550 351 282 1455 195 97 1428 1340 1202 1124 138 98 95
internal_count=3736 3673 1513 2160 2096 1901 1550 351 282 1455 195 97 1428 1340 1202 1124 138 98 95
is_linear=0
shrinkage=0.0995203


Tree=4818
num_leaves=16
num_cat=0
split_feature=4 30 0 0 0 20 9 2 0 21 4 21 18 0 0
split_gain=0.00508027 0.00805749 0.00521363 0.00783054 0.00768644 0.0164608 0.0149441 0.0133172 0.00555291 0.00564067 0.0097256 0.00438669 0.00586592 0.0173416 0.0124996
threshold=0.14903500000000006 0.11290000000000001 -0.085794999999999996 -0.086254999999999984 -0.079805000000000001 -0.085594999999999991 0.084115000000000009 -0.073884999999999992 -0.079284999999999994 -0.032929999999999994 0.13657000000000005 -0.091104999999999992 -0.023444999999999997 -0.089164999999999994 -0.087184999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 -4 -7 -8 -6 -10 -11 -1 13 -13 -14
right_child=-2 -3 4 -5 8 6 7 -9 9 10 -12 12 14 -15 -16
leaf_value=-0.00062502668729898486 0.00083989147334956305 -0.0012368900682165308 0.001060440126968491 0.0014168920297143804 0.0011143565913464284 -0.0017092665524899092 -0.00014637310097742091 -0.0018045484102656747 -0.00090742314743943097 2.3166590849029409e-05 0.0014402150563565296 0.00016267912642762699 0.00016724885315781265 0.0020042515629856727 -0.0010768717440759945
leaf_weight=71 76 50 76 49 49 86 526 53 60 1222 50 235 981 65 87
leaf_count=71 76 50 76 49 49 86 526 53 60 1222 50 235 981 65 87
internal_value=0 1.73599e-05 3.49585e-05 0.000177929 -6.49104e-05 -0.000323692 -0.000483109 -0.000299572 7.33506e-05 3.44407e-05 7.95118e-05 0.000135172 0.000175225 0.000564415 6.51354e-05
internal_weight=0 3660 3610 1488 2122 741 665 579 1381 1332 1272 1439 1368 300 1068
internal_count=3736 3660 3610 1488 2122 741 665 579 1381 1332 1272 1439 1368 300 1068
is_linear=0
shrinkage=0.0995203


Tree=4819
num_leaves=18
num_cat=0
split_feature=19 3 3 0 8 9 0 8 6 8 5 26 8 9 9 10 1
split_gain=0.00458341 0.00506276 0.0154171 0.00844577 0.022192 0.0325541 0.0376228 0.00962338 0.0103077 0.0114471 0.00734391 0.0148782 0.00426762 0.0116911 0.00584271 0.00364283 0.00252052
threshold=0.13881500000000005 0.11492500000000001 0.11308000000000003 -0.052884999999999995 -0.071594999999999992 0.11351500000000002 -0.074264999999999984 -0.079585000000000003 -0.082809999999999995 -0.409445 0.41370500000000004 0.056820000000000016 -0.47145500000000001 -0.093949999999999992 -0.082514999999999991 0.090150000000000022 -0.052259999999999994
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 7 6 -6 8 9 -3 11 16 -1 -14 -15 -16 -5
right_child=-2 3 -4 10 5 -7 -8 -9 -10 -11 -12 -13 13 14 15 -17 -18
leaf_value=0.00095704528823824242 -0.00081693512034436227 -0.00032235104924310294 -0.001468137300701163 -0.0012128542473297688 0.00092147232298893063 -0.00077756745166199638 0.004564280862795915 -0.0012345997348074285 -0.00074903969704951485 0.0015987457889838114 -0.0012425197257167071 0.0010494402244722518 -0.001112220081996845 0.0010099068582686628 4.006855910688031e-05 -0.00083405543544796241 -0.00018467858410014439
leaf_weight=48 62 51 70 51 74 46 46 52 62 75 50 89 89 61 2714 48 48
leaf_count=48 62 51 70 51 74 46 46 52 62 75 50 89 89 61 2714 48 48
internal_value=0 4.54492e-05 -8.14678e-06 0.000298888 0.000575288 0.00146011 0.00232471 -3.33011e-05 0.000294619 0.000814662 -0.000169179 0.00011193 2.61035e-05 1.04772e-05 4.61621e-05 2.4581e-05 -0.000722614
internal_weight=0 3674 3030 644 406 166 120 240 188 126 238 188 2960 2912 2823 2762 99
internal_count=3736 3674 3030 644 406 166 120 240 188 126 238 188 2960 2912 2823 2762 99
is_linear=0
shrinkage=0.0995203


Tree=4820
num_leaves=21
num_cat=0
split_feature=5 20 1 17 17 8 17 8 1 9 26 26 9 9 0 0 17 9 2 20
split_gain=0.0135832 0.0103974 0.015675 0.00963015 0.022473 0.0107115 0.0365955 0.0228409 0.0220484 0.0217446 0.0131765 0.00756955 0.0118137 0.00808839 0.00736812 0.0186093 0.00841884 0.0103821 0.00757267 0.00410508
threshold=0.6362850000000001 -0.15498999999999999 -0.054974999999999996 -0.0090649999999999984 -0.008069999999999999 -0.083390000000000006 -0.012064999999999999 -0.081534999999999982 0.0049450000000000015 0.086315000000000017 0.089880000000000029 -0.086635000000000004 0.086555000000000021 0.09055500000000001 -0.071029999999999996 -0.065519999999999981 -0.0064000000000000003 0.11351500000000002 -0.026175 -0.24910499999999999
decision_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 -5 6 8 9 10 -7 -3 13 -13 -9 16 -16 -6 -18 -17 -4
right_child=-2 3 19 4 14 7 -8 11 -10 -11 -12 12 -14 -15 15 18 17 -19 -20 -21
leaf_value=-0.0021874639303592945 -0.0016617746640402052 -5.4448031897487762e-05 0.00046266396225786132 -0.002147038398360238 -0.0011646455212710239 -0.0028182711791153777 0.0031750578908691313 -0.0010341572286648396 0.0024569917907955089 0 0.0012067171450201816 0.00086062432571186443 7.1471424177864024e-05 0.00036314155926882183 -0.0021625870266171712 0.00037139988558658948 0.00019748927228162047 -0.0010895790375040559 -0.00069125819649309788 -0.00077258922294321799
leaf_weight=50 46 432 63 50 51 50 50 89 46 60 101 290 541 75 52 148 1315 65 120 46
leaf_count=50 46 432 63 50 51 50 50 89 46 60 101 290 541 75 52 148 1315 65 120 46
internal_value=0 5.85975e-05 -0.000728079 9.42128e-05 -6.66013e-05 0.000261713 0.000589746 7.42452e-05 0.000365075 -0.00128547 0.000182999 0.000225388 0.000347853 -0.000390157 -6.72663e-06 -0.00043887 8.93372e-05 0.000136273 -0.000101363 -5.11253e-05
internal_weight=0 3694 159 3535 1801 1734 629 1105 579 110 533 995 831 164 1751 320 1431 1380 268 109
internal_count=3740 3694 159 3535 1801 1734 629 1105 579 110 533 995 831 164 1751 320 1431 1380 268 109
is_linear=0
shrinkage=0.0995203


Tree=4821
num_leaves=21
num_cat=0
split_feature=5 20 2 17 17 4 4 3 20 17 5 3 3 2 5 2 3 2 0 3
split_gain=0.0110139 0.00843089 0.0142948 0.00816038 0.0165844 0.0110548 0.0356119 0.0200143 0.0108281 0.0104855 0.0430689 0.00938467 0.0146397 0.0192027 0.0175523 0.00884008 0.00868912 0.00854337 0.00843547 0.00197744
threshold=0.6362850000000001 -0.15498999999999999 -0.021165 -0.010655 -0.013125 0.083555000000000018 0.090595000000000023 0.088055000000000022 -0.058504999999999995 -0.0064000000000000003 -0.010074999999999999 0.092300000000000021 0.08400500000000001 -0.086254999999999984 -0.10586999999999999 0.0040650000000000018 0.093245000000000022 -0.086254999999999984 -0.071029999999999996 0.098225000000000021
decision_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 19 4 5 15 7 -7 -8 10 -5 12 14 -14 -11 17 -13 -3 -18 -1
right_child=-2 3 -4 9 -6 6 8 -9 -10 11 -12 16 13 -15 -16 -17 18 -19 -20 -21
leaf_value=0.00052308214188634557 -0.0014963945346407478 -0.00025737233573619678 -0.0019182629339209692 -0.0024643349485972926 0.0018837478871149673 0.00090053825064445342 0.00098417011098371606 0.0038185310025715944 -0.00031880891708670948 0.00011456444044236021 0.00088321780783591128 -0.0013319525185361365 0.0018104508075889585 0.00026540858424790555 -0.0020240476070125125 -0.0011601557608339956 6.6115222799300534e-05 0.00029855920085742704 -0.00062569725147500123 -0.00035431737462453071
leaf_weight=47 46 427 57 79 59 49 93 46 196 139 73 62 98 437 52 58 673 759 235 55
leaf_count=47 46 427 57 79 59 49 93 46 196 139 73 62 98 437 52 58 673 759 235 55
internal_value=0 5.27086e-05 -0.00065562 8.47999e-05 0.000243153 0.000183194 0.000650101 0.00232208 9.76563e-05 -5.93145e-05 -0.000851243 1.11776e-05 0.000282232 0.000549956 -0.00046339 3.84101e-05 -0.00019085 9.77149e-05 -0.000112032 4.19489e-05
internal_weight=0 3694 159 3535 1687 1628 384 95 289 1848 152 1696 726 535 191 1244 970 1186 908 102
internal_count=3740 3694 159 3535 1687 1628 384 95 289 1848 152 1696 726 535 191 1244 970 1186 908 102
is_linear=0
shrinkage=0.0995203


Tree=4822
num_leaves=21
num_cat=0
split_feature=18 5 5 5 8 6 5 6 21 5 5 9 9 9 1 8 8 8 6 8
split_gain=0.0116484 0.00922254 0.00765906 0.0242724 0.046126 0.00690336 0.0097638 0.00929675 0.00970778 0.0070898 0.00672636 0.00506396 0.0070401 0.0170798 0.0323508 0.00857489 0.013449 0.0106414 0.00354728 0.00935442
threshold=0.31227500000000008 0.6362850000000001 -0.010074999999999999 -0.0078499999999999976 -0.084394999999999984 0.091180000000000025 0.012305000000000002 -0.070864999999999997 0.10886500000000003 -0.0054650000000000002 0.054660000000000007 0.11007500000000002 0.092465000000000033 0.094085000000000016 -0.076329999999999995 -0.087129999999999999 -0.086254999999999984 -0.087844999999999993 -0.063485 0.056535000000000009
decision_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 4 -4 7 -7 8 -5 -9 -8 12 15 -14 -15 17 -17 -1 19 -13
right_child=-2 -3 3 5 -6 6 10 9 -10 -11 -12 18 13 14 -16 16 -18 -19 -20 -21
leaf_value=-0.00017405271987314756 -0.0013939034382500347 -0.001347473061596239 0.0031792928828127103 7.2070907533815126e-05 -0.0007331971408043751 -0.0014751520962928289 0.00090972763721438546 0.0014643632373041479 -0.0013526394779977591 0.00033994654966764765 -0.00026892062390224684 -0.00066517785732625684 -0.0017115544145627026 0.0019304935170009214 -0.00068771132017107469 0.0015993891235065196 8.1302082775526954e-05 -0.0017328447546474312 0.0010105655615244259 0.0011120349427830726
leaf_weight=597 56 46 73 208 50 55 60 61 61 698 238 67 87 60 211 62 882 47 69 52
leaf_count=597 56 46 73 208 50 55 60 61 61 698 238 67 87 60 211 62 882 47 69 52
internal_value=0 5.19774e-05 6.98975e-05 0.000241998 0.00158219 0.000122039 -0.000256524 0.000252828 -0.000247962 0.000431393 -2.88617e-05 -5.10116e-05 -9.90058e-05 -0.000497717 -0.000105014 -8.60453e-06 0.000181874 -0.000289087 0.000441425 0.00010454
internal_weight=0 3684 3638 1504 123 1381 353 1028 269 759 298 2134 1946 358 271 1588 944 644 188 119
internal_count=3740 3684 3638 1504 123 1381 353 1028 269 759 298 2134 1946 358 271 1588 944 644 188 119
is_linear=0
shrinkage=0.0995203


Tree=4823
num_leaves=14
num_cat=0
split_feature=18 5 17 17 21 18 18 18 18 5 20 17 0
split_gain=0.00944535 0.00751533 0.00769397 0.0236913 0.00941874 0.00801368 0.00733659 0.0069871 0.00727426 0.00611887 0.0122122 0.00799826 0.0055577
threshold=0.31227500000000008 0.63223000000000018 -0.10071499999999999 -0.11741999999999998 -0.08236499999999998 -0.099739999999999995 -0.092864999999999989 -0.089929999999999996 -0.011569999999999999 0.41488500000000011 -0.073489999999999986 -0.53447999999999996 -0.088594999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 12 -7 -8 -9 11 -11 -6 -4
right_child=-2 -3 5 -5 9 6 7 8 -10 10 -12 -13 -14
leaf_value=0.0015172829416741772 -0.0012551819271611904 -0.00098899914305201637 -0.0016646454263359032 0.0020287027829697267 -0.00091851446388100343 0.0010703116241348881 -0.00091805874453430641 0.00029847019659487325 -8.2522973031687051e-05 -0.0003377054737898608 0.0012823609897007165 8.2338346593891103e-05 -0.00015301718527889469
leaf_weight=48 56 68 48 74 95 64 81 682 1820 81 105 467 51
leaf_count=48 56 68 48 74 95 64 81 682 1820 81 105 467 51
internal_value=0 4.67824e-05 6.6487e-05 0.000324436 0.000164971 -1.49394e-05 1.76364e-05 -8.12928e-06 2.10017e-05 7.70966e-05 0.000572447 -8.53884e-05 -0.000894197
internal_weight=0 3684 3616 870 796 2746 2647 2583 2502 748 186 562 99
internal_count=3740 3684 3616 870 796 2746 2647 2583 2502 748 186 562 99
is_linear=0
shrinkage=0.0995203


Tree=4824
num_leaves=21
num_cat=0
split_feature=28 26 9 4 21 2 0 26 26 2 26 26 6 2 26 2 2 26 0 4
split_gain=0.00947735 0.00493235 0.0079653 0.0243875 0.0238428 0.0149972 0.0179122 0.00878941 0.00579399 0.0225845 0.00527451 0.023466 0.00760468 0.0165039 0.00571845 0.0136436 0.0324076 0.00725938 0.0281788 0.00558338
threshold=0.079615000000000019 0.10144500000000002 0.11296000000000002 0.11541000000000003 0.086835000000000009 -0.068779999999999994 -0.071799999999999989 0.11377500000000003 0.096275000000000013 -0.073884999999999992 0.09032500000000003 0.090715000000000032 0.10737000000000003 -0.082084999999999991 0.088685000000000028 -0.07854499999999999 -0.081604999999999997 0.087170000000000011 -0.082494999999999999 0.09939000000000002
decision_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 5 -4 6 7 -3 10 -10 14 -12 13 -13 17 16 -16 19 -19 -1
right_child=-2 2 4 -5 -6 -7 -8 -9 9 -11 11 12 -14 -15 15 -17 -18 18 -20 -21
leaf_value=-0.00022723350953417977 -0.00108590767780507 0.00064598233603429134 -0.0015039445414469727 0.0026491334225081874 0.0010628246562531553 -0.0013842720318298129 0.0017132635739076534 -0.00066695212568459875 -0.0020161555710371338 0.0005160682011797203 0.0022846894223064219 -0.0012479448447000124 0.00099471236696066696 0.00029146567908898825 -0.0010017550645641661 -0.0020445265751080424 0.001981546088483908 0.0010410681086834986 -0.0012898576520654758 0.00012312449290920278
leaf_weight=1378 85 99 81 46 64 50 83 103 67 72 51 100 65 221 129 49 50 199 69 666
leaf_count=1378 85 99 81 46 64 50 83 103 67 72 51 100 65 221 129 49 50 199 69 666
internal_value=0 -2.24204e-05 0.000259135 0.00049896 -0.00036538 0.000201268 0.000482306 -1.94316e-05 -7.02114e-05 -0.000698611 -4.05956e-05 0.000278292 1.1077e-05 -0.000185551 -9.57817e-05 -0.000571627 -0.000163857 -4.85017e-05 0.000437887 -0.000112675
internal_weight=0 3642 526 381 145 335 285 202 3116 139 2977 437 386 321 2540 228 179 2312 268 2044
internal_count=3727 3642 526 381 145 335 285 202 3116 139 2977 437 386 321 2540 228 179 2312 268 2044
is_linear=0
shrinkage=0.0995203


Tree=4825
num_leaves=18
num_cat=0
split_feature=28 6 6 1 1 1 21 9 0 1 6 20 25 8 0 0 6
split_gain=0.00770416 0.00441674 0.00862136 0.00815345 0.0138807 0.0131081 0.00882872 0.0118513 0.00942635 0.00757374 0.00664699 0.00628979 0.00613998 0.00856315 0.0110531 0.00870906 0.00352152
threshold=0.080375000000000016 -0.088444999999999982 -0.09007999999999998 0.056790000000000014 0.031740000000000011 0.007210000000000002 -0.070074999999999985 0.090150000000000022 -0.067059999999999995 1.0000000180025095e-35 -0.085885000000000003 -0.091229999999999992 0.085465000000000027 -0.090440000000000006 -0.14824999999999997 -0.092939999999999995 -0.03252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 5 9 16 -8 -9 10 -3 -1 13 14 -13 -15 -5
right_child=-2 3 -4 6 -6 -7 7 8 -10 -11 -12 12 -14 15 -16 -17 -18
leaf_value=0.00087735977032403717 -0.0010023731040478695 0.0012083261042937904 -0.0014289968573352092 0.00035006135309087932 -0.0014180918937334039 0.0016876278827563339 0.00200085257740181 -0.00071077185209783653 0.0011414997423348306 -0.00097941212217232958 -1.958711339305064e-07 0.0015592350485392026 0.00084157787153503287 -0.00085739924686087051 -0.00013008289238991718 -7.2226310650141552e-05 -0.00075864847287345372
leaf_weight=57 81 46 54 63 68 46 69 48 62 77 2176 50 52 289 162 276 51
leaf_count=57 81 46 54 63 68 46 69 48 62 77 2176 50 52 289 162 276 51
internal_value=0 -2.06276e-05 -0.000206626 4.36814e-05 -1.61862e-05 2.4117e-05 0.000539514 0.000976061 0.000325794 -8.81163e-06 2.44546e-05 -0.000131201 -0.000201535 -0.000272398 0.00026448 -0.000475295 -0.00013876
internal_weight=0 3646 940 2706 2413 2345 293 179 110 2299 2222 886 829 777 212 565 114
internal_count=3727 3646 940 2706 2413 2345 293 179 110 2299 2222 886 829 777 212 565 114
is_linear=0
shrinkage=0.0995203


Tree=4826
num_leaves=25
num_cat=0
split_feature=3 3 8 26 26 26 6 6 22 5 2 0 8 2 2 8 26 26 3 3 8 3 20 20
split_gain=0.0059381 0.0212765 0.0505766 0.00648847 0.013656 0.0067599 0.0158998 0.0166895 0.00464241 0.00447724 0.00778205 0.0211649 0.0221382 0.0169136 0.0113693 0.00810545 0.00771211 0.0143782 0.00748827 0.0118285 0.0277485 0.0143537 0.00545666 0.0093804
threshold=0.085965000000000028 0.085295000000000024 -0.084184999999999996 0.089005000000000015 0.08709500000000002 0.086095000000000019 0.087455000000000019 0.084985000000000019 0.11884500000000002 -0.077634999999999996 -0.082084999999999991 -0.098180000000000003 -0.049499999999999995 -0.080744999999999997 -0.079954999999999984 -0.091134999999999994 -0.0083299999999999989 -0.057034999999999995 0.08666500000000002 0.08888500000000002 -0.077604999999999993 0.089535000000000017 -0.096095 -0.081254999999999994
decision_type=2 2 2 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 7 -1 9 10 11 -2 -13 -12 -15 -16 17 22 -18 20 -20 -21 -11 -24
right_child=8 2 -4 -5 -6 -7 -8 -9 -10 16 13 12 -14 14 15 -17 18 -19 19 21 -22 -23 23 -25
leaf_value=6.7086036195421207e-06 -0.00039697165440863994 0.00062055510525718953 -0.0033942170727274015 -0.00089810610596904742 0.0012007781798465825 -0.0012535573235899851 0.0015156539287856994 -0.0018743688136750045 -0.00069272684151092448 0.00058358865454166578 -0.0016022741395001674 0.0031018464025520864 0.00034224564785076487 0.0014039157115660989 0.00059903685718938084 -0.00017470319094434539 -0.00091354807094729137 -0.0019537647222444506 0.00024342047764244014 -0.0014023533849602278 0.0028080178504729871 3.8128195040651169e-05 -0.0015755249614834957 -5.2443579928131603e-06
leaf_weight=340 87 59 65 80 88 49 58 54 86 68 55 55 62 71 197 418 76 55 291 73 49 1104 53 134
leaf_count=340 87 59 65 80 88 49 58 54 86 68 55 55 62 71 197 418 76 55 291 73 49 1104 53 134
internal_value=0 -0.000279728 -0.00147736 -5.65214e-05 5.63957e-05 -0.00014298 -2.0774e-05 -0.000249027 2.70455e-05 4.90676e-05 0.000226266 0.000771002 0.00164649 7.51939e-05 0.000210878 7.18142e-05 -3.84963e-05 -0.000492895 4.94164e-05 9.81995e-05 0.000615432 -5.0518e-05 -0.000174594 -0.000454675
internal_weight=0 793 124 669 589 501 452 394 2934 2848 945 204 117 741 686 615 1903 310 1593 1517 340 1177 255 187
internal_count=3727 793 124 669 589 501 452 394 2934 2848 945 204 117 741 686 615 1903 310 1593 1517 340 1177 255 187
is_linear=0
shrinkage=0.0995203


Tree=4827
num_leaves=16
num_cat=0
split_feature=28 19 18 18 9 8 9 8 4 10 6 18 6 8 17
split_gain=0.00663056 0.00460561 0.00370581 0.00867192 0.0112793 0.0155611 0.0134486 0.0123228 0.00802289 0.00741025 0.0068932 0.0110415 0.00782456 0.00683792 0.00673524
threshold=0.079615000000000019 -0.010815 -0.057764999999999997 -0.070104999999999987 0.083875000000000019 -0.086064999999999989 0.082335000000000019 -0.082654999999999992 0.10098000000000003 0.09056500000000002 0.089725000000000013 -0.034774999999999993 0.090460000000000026 -0.065539999999999987 -0.15122999999999998
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 -7 -3 10 11 -4 -12 -14 -13
right_child=-2 2 9 -5 5 7 -8 -9 -10 -11 12 14 13 -15 -16
leaf_value=0.00068498471899774787 -0.00090327002561268132 -0.00066674760322444758 -0.0016066885870013616 -0.0011381488744324751 0.00170811215348133 -0.00095741821624616358 -0.0021876315302579801 0.00015918033679050361 0.00073387791805296955 0.0011782352232416664 0.0015184527838250088 0.00049633036334260038 0.00045183718101407023 -0.00032016159672986914 -0.0001135204297033365
leaf_weight=91 85 167 46 87 55 118 47 573 53 55 49 202 346 168 1585
leaf_count=91 85 167 46 87 55 118 47 573 53 55 49 202 346 168 1585
internal_value=0 -1.37178e-05 -3.18537e-05 -0.000183734 -0.000100958 9.67576e-05 -0.000656442 -3.03132e-05 -0.000325603 3.59759e-05 9.41372e-06 -8.37855e-05 0.000314303 0.000197918 -4.41256e-05
internal_weight=0 3642 3551 1100 1013 746 267 691 220 2451 2396 1833 563 514 1787
internal_count=3727 3642 3551 1100 1013 746 267 691 220 2451 2396 1833 563 514 1787
is_linear=0
shrinkage=0.0995203


Tree=4828
num_leaves=11
num_cat=0
split_feature=5 28 4 9 2 17 6 3 2 18
split_gain=0.0227439 0.0119224 0.00564482 0.00763266 0.00840242 0.0108322 0.0163666 0.0103403 0.00774074 0.00404218
threshold=0.63455500000000009 0.080375000000000016 0.15730000000000002 -0.26414499999999996 -0.0043799999999999993 -0.095109999999999986 -0.097455 0.14058000000000004 0.11241000000000002 -0.14624999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 8 -7 9 -6 -5
right_child=-2 -3 -4 4 5 6 -8 -9 -10 -11
leaf_value=0.0011832643756328339 0.0019319638930492499 0.0011792547672225561 -0.0011368557637181386 -0.00043258366558706143 -0.0018565862704459585 -0.00093215428205155543 0.0003019451015094267 0.0010760136425655869 -0.00021454759084903779 3.077865695150948e-06
leaf_weight=49 59 78 48 229 77 176 268 86 47 2630
leaf_count=49 59 78 48 229 77 176 268 86 47 2630
internal_value=0 -3.75263e-05 -6.40437e-05 -4.93571e-05 -6.6783e-05 -0.000417249 -0.000185404 5.33219e-07 -0.0012408 -3.15314e-05
internal_weight=0 3688 3610 3562 3513 568 444 2945 124 2859
internal_count=3747 3688 3610 3562 3513 568 444 2945 124 2859
is_linear=0
shrinkage=0.0995203


Tree=4829
num_leaves=15
num_cat=0
split_feature=5 2 26 0 8 38 1 9 24 17 9 1 9 9
split_gain=0.0184418 0.0072408 0.0146332 0.00681802 0.0125323 0.00997019 0.0122823 0.0201456 0.00849672 0.00817193 0.00610476 0.0112761 0.00499462 0.0037453
threshold=0.63455500000000009 -0.13088999999999998 -0.15514999999999998 -0.0033699999999999997 -0.0066399999999999992 -0.072014999999999996 0.50644500000000015 -0.063329999999999984 0.084270000000000025 -0.0064000000000000003 0.095415000000000014 -0.15528499999999998 0.11891000000000003 0.085225000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 9 -3 8 -8 12 -5 11 -4 -7 -13
right_child=-2 3 10 4 -6 6 7 -9 -10 -11 -12 13 -14 -15
leaf_value=0.0019861212468270896 0.0017396944738357701 0.0012543685397791578 -0.0010015485814199746 0.0006335464432767427 -0.0016774948180604547 -7.1560549131029018e-05 0.0001328816202606892 -0.0025453252931418343 0.0012493087364949535 -0.00079695049045253291 0.0008691094261687746 0.0011912778208836817 0.0006237679440599833 -3.6746113646515474e-05
leaf_weight=50 59 58 88 77 73 2820 60 51 51 81 77 47 106 49
leaf_count=50 59 58 88 77 73 2820 60 51 51 81 77 47 106 49
internal_value=0 -3.37696e-05 0.00042534 -7.62931e-05 -0.000598386 -3.76974e-05 -6.22306e-05 -0.00109027 -2.36242e-05 -9.46284e-05 0.000123203 -0.000184493 -4.60911e-05 0.000555947
internal_weight=0 3688 311 3377 231 3146 3088 111 2977 158 261 184 2926 96
internal_count=3747 3688 311 3377 231 3146 3088 111 2977 158 261 184 2926 96
is_linear=0
shrinkage=0.0995203


Tree=4830
num_leaves=12
num_cat=0
split_feature=5 28 18 0 17 19 18 18 6 9 0
split_gain=0.0149526 0.00885321 0.00430711 0.00836116 0.0157668 0.0177503 0.00546378 0.0110612 0.00656156 0.00853348 0.0066846
threshold=0.63455500000000009 0.080375000000000016 -0.14624999999999996 -0.052884999999999995 -0.467555 0.021890000000000003 -0.11166 -0.099739999999999995 -0.101065 0.11351500000000002 -0.14075499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -4 -8 9 -9 -10
right_child=-2 -3 6 -5 5 -7 7 8 10 -11 -12
leaf_value=-0.0012298859671087457 0.0015665597399295249 0.0010181306135750305 0.0007564204911600659 -0.0012187832515004379 0.0016673355281460198 -0.00078039785705987083 -0.0012454047117500928 -0.00017871023965658798 0.00055900800459515948 -0.001391066309150925 2.9250883978539239e-06
leaf_weight=71 59 78 87 90 70 50 74 526 236 65 2341
leaf_count=71 59 78 87 90 70 50 74 526 236 65 2341
internal_value=0 -3.03426e-05 -5.32234e-05 -0.000427536 -5.04101e-05 0.000640625 -2.13819e-05 -4.25069e-05 -1.41505e-05 -0.000313434 5.41685e-05
internal_weight=0 3688 3610 281 191 120 3329 3242 3168 591 2577
internal_count=3747 3688 3610 281 191 120 3329 3242 3168 591 2577
is_linear=0
shrinkage=0.0995203


Tree=4831
num_leaves=11
num_cat=0
split_feature=5 28 4 9 2 17 6 3 3 0
split_gain=0.0121246 0.00718041 0.0039495 0.00603148 0.00667369 0.00820186 0.0119332 0.00957025 0.00760154 0.00340302
threshold=0.63455500000000009 0.078440000000000024 0.15730000000000002 -0.26414499999999996 -0.0043799999999999993 -0.093784999999999993 -0.097455 0.091065000000000021 0.14058000000000004 -0.100285
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 7 -7 -6 9 -5
right_child=-2 -3 -4 4 5 6 -8 -9 -10 -11
leaf_value=0.0010588221027369889 0.001410655477943311 0.00086035401218664581 -0.00094664248863946649 0.0002719673685745034 -0.0022025269332920866 -0.00079749512574689289 0.00025766270813943297 -0.00039253715100016733 0.00093531235449071141 -6.0433112313775781e-05
leaf_weight=49 59 88 48 347 47 176 266 79 85 2503
leaf_count=49 59 88 48 347 47 176 266 79 85 2503
internal_value=0 -2.73229e-05 -4.9249e-05 -3.68916e-05 -5.24522e-05 -0.000364734 -0.000160639 -0.00107419 7.70365e-06 -1.96747e-05
internal_weight=0 3688 3600 3552 3503 568 442 126 2935 2850
internal_count=3747 3688 3600 3552 3503 568 442 126 2935 2850
is_linear=0
shrinkage=0.0995203


Tree=4832
num_leaves=20
num_cat=0
split_feature=3 3 8 5 3 5 5 5 3 2 6 5 5 7 29 22 6 8 8
split_gain=0.00558745 0.0302995 0.0471804 0.0198347 0.0164141 0.00747558 0.0157274 0.0153311 0.0151983 0.0155743 0.0129113 0.0169633 0.00475943 0.00535596 0.00560289 0.00526095 0.00483981 0.00361502 0.00656458
threshold=0.088285000000000016 0.087445000000000023 -0.085165000000000005 -0.01504 0.088605000000000017 -0.093875 -0.11065499999999999 -0.088604999999999989 0.086850000000000024 -0.084154999999999994 0.089165000000000022 -0.018754999999999997 -0.54382499999999989 0.089755000000000015 -0.091704999999999995 0.11884500000000002 -0.46637499999999998 -0.07034 -0.094139999999999988
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 17 -7 10 -10 11 -9 -6 14 -14 16 -16 18 -1
right_child=4 2 3 -5 12 7 -8 8 9 -11 -12 -13 13 -15 15 -17 -18 -19 -20
leaf_value=-0.00027233337335704416 0.0016098696389671503 -0.0031309266559868335 0.001539321906800792 -0.0011280499182283925 0.0010023520397911634 0.0017978060324703911 -0.0020863065450791259 -0.0011937884910533203 -3.4695170575208168e-06 0.0024769237337732911 0.0010208845389891232 3.2824169246231805e-05 -0.00088957626537888813 -0.0010084826122380489 -0.00070723328206023426 -0.00071226413490606841 0.00012690352645308164 -0.00066288630528633463 0.0011858984825202491
leaf_weight=86 68 82 48 65 50 54 47 148 50 49 88 450 62 49 71 82 2083 66 47
leaf_count=86 68 82 48 65 50 54 47 148 50 49 88 450 62 49 71 82 2083 66 47
internal_value=0 -0.000171451 -0.0013137 0 8.48288e-05 3.30843e-05 -0.000448411 0.000175237 6.25782e-05 0.00121593 -0.000102675 -0.000269383 4.12236e-05 2.03991e-05 4.26941e-05 6.89103e-05 9.90287e-05 -5.74569e-05 0.000236827
internal_weight=0 1280 195 113 2465 1085 246 839 785 99 686 598 2397 2347 2298 2236 2154 199 133
internal_count=3745 1280 195 113 2465 1085 246 839 785 99 686 598 2397 2347 2298 2236 2154 199 133
is_linear=0
shrinkage=0.0995203


Tree=4833
num_leaves=16
num_cat=0
split_feature=20 17 20 2 27 3 2 9 26 20 10 10 8 8 9
split_gain=0.00795728 0.0128393 0.0163412 0.0177703 0.0103645 0.00925047 0.0181784 0.0122416 0.00630564 0.00577638 0.00550331 0.00562226 0.00400494 0.03303 0.00752649
threshold=-0.085504999999999984 -0.46515999999999996 -0.09638999999999999 -0.087444999999999995 -0.032854999999999995 0.10850000000000003 -0.067815 0.08938500000000002 0.5128250000000002 -0.14797999999999997 0.090150000000000022 0.086275000000000018 -0.099434999999999996 -0.11187999999999999 -0.090699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -2 6 9 -7 10 -3 11 12 13 -6 -14
right_child=4 2 3 -5 8 7 -8 -9 -10 -11 -12 -13 14 -15 -16
leaf_value=0.0010878542851676777 0.0012510155871162023 -0.0010350540155265185 -7.7085633029274532e-05 -0.0024166851859968499 0.0001279127357057162 -0.0019542255782143718 0.0016482716119579353 0.00025072871570570719 -0.0011297784987832546 0.00030423976539032164 -0.00084800478340622202 0.001060946621266313 -0.00087511612304943642 -0.0025612865541344994 0.00011612219477108145
leaf_weight=52 70 69 55 80 306 53 63 46 46 58 67 55 78 53 2594
leaf_count=52 70 69 55 80 306 53 63 46 46 58 67 55 78 53 2594
internal_value=0 -0.000382688 -0.000564969 -0.00146958 5.28214e-05 -0.000139567 0.000263517 -0.000921433 2.63468e-05 -0.000416962 4.34735e-05 6.30936e-05 4.47167e-05 -0.00026682 8.688e-05
internal_weight=0 476 424 135 3269 289 190 99 3199 127 3153 3086 3031 359 2672
internal_count=3745 476 424 135 3269 289 190 99 3199 127 3153 3086 3031 359 2672
is_linear=0
shrinkage=0.0995203


Tree=4834
num_leaves=21
num_cat=0
split_feature=20 17 3 17 3 21 5 2 5 7 26 3 6 26 11 5 1 5 5 3
split_gain=0.00644586 0.0105689 0.0300913 0.00697837 0.014236 0.024281 0.0171713 0.0156595 0.00477564 0.0053641 0.00515292 0.0138598 0.01238 0.0078983 0.00679445 0.00566452 0.0147368 0.0145472 0.00539865 0.00431572
threshold=-0.085504999999999984 0.048755000000000014 0.093835000000000016 -0.46515999999999996 0.10850000000000003 0.090520000000000017 -0.065999999999999989 -0.021165 -0.54382499999999989 0.085015000000000021 -0.079559999999999992 0.10174000000000002 -0.099455000000000002 -0.084904999999999994 -0.075149999999999981 -0.091729999999999992 1.0000000180025095e-35 -0.088604999999999989 -0.055004999999999991 0.087515000000000023
decision_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 5 7 -6 19 -2 10 11 13 -13 18 -12 16 -16 -17 -10 -5
right_child=8 2 -4 4 6 -7 -8 -9 9 -11 14 12 -14 -15 15 17 -18 -19 -20 -21
leaf_value=0.00097959067906754505 0.00089250087119446722 -0.0029091974317709199 0.00037411203274355983 0.00096270582997151849 3.6353621660074861e-05 0.0022026567132310357 -0.0026656906583971299 -0.0017581639745481337 0.0003310772149775974 -0.00091753241483898769 -0.0010175005700347429 0.0001834646088449754 0.0021838025809942756 0.0010005381627761069 -0.0010676967860111185 0.0017319039829744097 5.2274123797479729e-05 6.1529551815940123e-05 -0.0008855535338229679 -0.00023477326481785097
leaf_weight=52 65 53 57 51 46 46 46 55 56 58 63 59 66 50 158 53 437 2106 98 70
leaf_count=52 65 53 57 51 46 46 46 55 56 58 63 59 66 50 158 53 437 2106 98 70
internal_value=0 -0.000344432 -0.0012004 -8.49358e-05 -0.000263834 0.000164272 -0.00130577 -0.000363836 4.75397e-05 3.01424e-05 4.7874e-05 0.000420595 0.00124619 -8.12732e-05 4.053e-06 2.77191e-05 -0.000243754 0.000102914 -0.000437827 0.000263184
internal_weight=0 476 110 366 314 222 92 176 3269 3204 3146 329 125 204 2817 2754 595 2159 154 121
internal_count=3745 476 110 366 314 222 92 176 3269 3204 3146 329 125 204 2817 2754 595 2159 154 121
is_linear=0
shrinkage=0.0995203


Tree=4835
num_leaves=23
num_cat=0
split_feature=27 5 1 9 26 17 5 21 9 9 5 5 26 0 3 3 19 19 5 8 8 5
split_gain=0.00581229 0.00409229 0.0172097 0.0417685 0.0126599 0.00907036 0.00752073 0.0290767 0.01118 0.0088113 0.0293338 0.00625003 0.0109493 0.0140585 0.0148987 0.0137718 0.00596708 0.00647398 0.0143676 0.00970178 0.0129775 0.00544504
threshold=-0.032854999999999995 -0.093384999999999982 1.0000000180025095e-35 0.082690000000000027 0.090455000000000021 -1.0000000180025095e-35 -0.40421499999999994 0.086285000000000014 0.088365000000000013 0.11351500000000002 -0.4345 -0.077634999999999996 0.089880000000000029 -0.087184999999999999 0.08622500000000001 0.090595000000000023 0.13767000000000004 0.082010000000000013 -0.071539999999999992 -0.087129999999999999 -0.083804999999999991 -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 2
left_child=-1 2 3 -2 -5 -4 9 -8 -9 10 -7 12 13 -3 -15 -14 17 18 -13 -19 -21 -20
right_child=1 11 5 4 -6 6 7 8 -10 -11 -12 16 15 14 -16 -17 -18 19 21 20 -22 -23
leaf_value=0.00079727956746704733 -0.0035900606814859796 0.0011246083977529556 0.001216220619024122 0.00057658065022884921 -0.0014341624928777637 -6.3152052635758322e-05 -0.002740812262529735 -0.00096875773864095417 0.00082652380429665642 -0.0011344032806771601 0.0023033940843063963 -0.0017515769147752555 0.0024388722648849676 -0.0017913322478873798 0.00032445419494637475 0.00013077977366981921 -0.0010903267723806061 -0.00050943444756544913 0.00051470877510497294 0.0020613661893995653 0.00028241191813370252 -5.9528606396527958e-05
leaf_weight=88 48 76 57 84 49 379 48 58 84 50 60 48 52 57 77 52 50 71 179 60 130 1888
leaf_count=88 48 76 57 84 49 379 48 58 84 50 60 48 52 57 77 52 50 71 179 60 130 1888
internal_value=0 -2.11773e-05 -0.000203303 -0.00107273 -0.000158065 9.39838e-06 -9.07051e-05 -0.000622732 8.74747e-05 0.000114339 0.000258429 3.94761e-05 0.000457346 3.97488e-05 -0.000569436 0.0012927 -1.42719e-05 8.02788e-06 -4.933e-05 0.000475961 0.000848496 -9.4042e-06
internal_weight=0 3657 917 181 133 736 679 190 142 489 439 2740 314 210 134 104 2426 2376 2115 261 190 2067
internal_count=3745 3657 917 181 133 736 679 190 142 489 439 2740 314 210 134 104 2426 2376 2115 261 190 2067
is_linear=0
shrinkage=0.0995203


Tree=4836
num_leaves=19
num_cat=0
split_feature=17 3 0 3 17 19 2 3 17 19 19 17 30 30 1 1 5 2
split_gain=0.00736399 0.0114476 0.0162718 0.0135486 0.00640959 0.0065116 0.005525 0.00750196 0.00681216 0.00640947 0.00669626 0.0107268 0.00484159 0.00686101 0.0059673 0.0111558 0.00598554 0.00309672
threshold=-0.14169499999999999 0.085505000000000012 -0.084534999999999985 0.087235000000000021 -0.11491499999999999 0.13612500000000002 -0.095204999999999998 0.11061500000000002 -0.55157999999999996 -0.050215000000000003 0.0069650000000000016 -0.46515999999999996 0.10721500000000002 0.094490000000000018 -0.082489999999999994 -0.084204999999999988 -0.092864999999999989 -0.076954999999999996
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 -2 12 7 8 -5 -8 11 -11 13 14 15 -6 -16 -12
right_child=4 3 -4 6 5 -7 9 -9 -10 10 17 -13 -14 -15 16 -17 -18 -19
leaf_value=0.0002108935763337202 0.0010982183502878801 0.0015834197916999718 -0.0021146065710454555 -0.001025756344491126 0.00019624241452998573 0.0010537946552555272 -0.0013348105240116037 0.0013995291441938004 0.00044115192329547597 -0.0005327405926488024 -0.00037760336238287475 0.00060488961169182767 0.0008559280448393313 -0.0011394451884592324 0.00022390108530087496 0.001489749512396123 -0.00012806893115092677 -0.0015140264629418133
leaf_weight=52 67 47 68 48 525 71 57 46 90 172 53 157 79 46 767 76 1272 47
leaf_count=52 67 47 68 48 525 71 57 46 90 172 53 157 79 46 767 76 1272 47
internal_value=0 -0.000200096 -0.00110007 -4.83316e-05 0.000134735 0.000111685 -0.00016402 0.000298075 -6.31451e-05 -0.000340653 -0.000206654 7.65247e-06 8.71968e-05 6.42823e-05 8.55664e-05 0.000361176 3.92831e-06 -0.000919909
internal_weight=0 837 120 717 2903 2836 670 184 138 486 429 329 2765 2686 2640 601 2039 100
internal_count=3740 837 120 717 2903 2836 670 184 138 486 429 329 2765 2686 2640 601 2039 100
is_linear=0
shrinkage=0.0995203


Tree=4837
num_leaves=24
num_cat=0
split_feature=17 3 0 3 17 20 1 3 20 26 18 5 5 2 2 2 26 17 2 20 2 0 0
split_gain=0.00597541 0.00926618 0.0132105 0.0109885 0.00519462 0.00476801 0.0114538 0.0122928 0.00937177 0.00755306 0.0114017 0.00755616 0.00398858 0.00430182 0.00855196 0.0157066 0.0155243 0.0109873 0.00756272 0.0118065 0.00508451 0.00394478 0.00371015
threshold=-0.14169499999999999 0.085505000000000012 -0.084534999999999985 0.087235000000000021 -0.11491499999999999 -0.081254999999999994 -0.049499999999999995 0.10457000000000002 -0.07825 0.097125000000000031 -0.42248000000000002 0.41370500000000004 -0.55105499999999996 -0.096664999999999987 -0.086050000000000001 -0.085374999999999993 0.087625000000000022 0.052150000000000009 -0.13088999999999998 -0.079725000000000004 -0.084869999999999987 -0.061654999999999995 -0.1525
decision_type=2 2 2 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 -2 6 -5 -8 -7 10 -10 -11 -6 18 16 -16 17 -15 21 -20 -17 22 -14
right_child=4 3 -4 5 12 8 7 -9 9 11 -12 -13 13 14 15 20 -18 -19 19 -21 -22 -23 -24
leaf_value=0.00018990537373131394 0.00098892343618720447 0.0014258375609075074 -0.0019041602005316766 -0.00086619201538129986 0.00099228762448880627 -0.0015498710749985434 -0.00026094241960530288 0.0019037235892749907 0.0013778405107711569 -1.5653574426933602e-05 -0.00017634057769426768 -0.0017997855959510092 0.00033140666111594299 0.00072393091874027864 -0.001614628890419691 0.0011066124485868873 0.0022005233429408431 -0.00082295606336905915 0.00014099572556191658 -0.0019988419704362837 7.9533694775073342e-05 0.00064099837342672253 -0.0008695711093000835
leaf_weight=52 67 47 68 52 49 53 46 58 55 47 310 49 47 161 54 49 52 63 48 53 2129 77 54
leaf_count=52 67 47 68 52 49 53 46 58 55 47 310 49 47 161 54 49 52 63 48 53 2129 77 54
internal_value=0 -0.000180183 -0.00098991 -4.35216e-05 0.000121411 -0.000147818 0.000331624 0.000938404 -0.000294922 -0.000148868 5.56084e-05 -0.000934832 0.000100627 8.46565e-05 0.000126122 6.10938e-05 0.000649036 0.000285214 -0.000285152 -0.000973785 0.000103016 0.00010099 -0.000302595
internal_weight=0 837 120 717 2903 670 156 104 514 461 365 96 2836 2787 2508 2232 276 224 279 101 2178 178 101
internal_count=3740 837 120 717 2903 670 156 104 514 461 365 96 2836 2787 2508 2232 276 224 279 101 2178 178 101
is_linear=0
shrinkage=0.0995203


Tree=4838
num_leaves=21
num_cat=0
split_feature=19 8 4 4 0 3 3 0 0 30 20 20 8 8 6 8 9 6 20 2
split_gain=0.00575436 0.00396274 0.00957874 0.00816951 0.00598055 0.0129508 0.00972667 0.00685739 0.00495623 0.00438388 0.00433551 0.010127 0.0060111 0.0156194 0.00943069 0.00635235 0.00601123 0.00560882 0.0139975 0.0098118
threshold=0.14061500000000002 0.0012600000000000003 0.10801000000000002 0.10300500000000003 -0.080074999999999993 0.098000000000000018 0.090050000000000033 -0.060944999999999999 0.042275000000000014 0.10940500000000002 -0.0064400000000000004 -0.0094199999999999996 -0.046889999999999994 -0.062834999999999988 0.091025000000000023 -0.0032949999999999998 0.097365000000000021 -0.095814999999999997 -0.073489999999999986 -0.086304999999999993
decision_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 6 -3 -6 -9 10 11 17 13 16 15 -14 -12 18 -1 -19
right_child=-2 2 -4 -5 7 -7 -8 8 -10 -11 12 -13 14 -15 -16 -17 -18 19 -20 -21
leaf_value=-0.00017277169186010816 0.0010987715307469181 0.00059674234999084949 -0.0012554516987694673 0.0011524533424487138 -0.0012720249188833558 0.0015661004153949179 -0.0012451333529852097 0.00049154795694774788 -0.00073095820000748017 0.00091832103627103071 7.7195425743046607e-05 -0.0012962048919098429 -0.0003417179581427501 -0.0012723290188401686 0.0018532345368227573 0.00066990098630511871 0.00072922595099265497 0.00059690186603188937 0.0015252450011159979 -0.00026279965365573352
leaf_weight=129 51 55 76 50 81 51 58 67 64 60 1346 65 93 81 47 177 157 157 76 799
leaf_count=129 51 55 76 50 81 51 58 67 64 60 1346 65 93 81 47 177 157 157 76 799
internal_value=0 3.36305e-05 -0.000225858 -4.02523e-05 -0.000201034 0.000246794 -0.000341401 -0.000551329 -9.9458e-05 7.47606e-05 5.83128e-05 -8.71823e-05 0.000152577 7.28124e-05 0.000548564 0.000318423 0.00014585 -1.87886e-05 0.000452744 -0.000120758
internal_weight=0 3689 502 426 376 164 113 212 131 3187 3127 1226 1901 1584 317 270 1503 1161 205 956
internal_count=3740 3689 502 426 376 164 113 212 131 3187 3127 1226 1901 1584 317 270 1503 1161 205 956
is_linear=0
shrinkage=0.0995203


Tree=4839
num_leaves=15
num_cat=0
split_feature=17 6 18 19 1 1 1 12 1 3 6 3 2 3
split_gain=0.0047074 0.00767422 0.0135052 0.00440854 0.00405616 0.00904262 0.0052053 0.005157 0.00490023 0.00918869 0.0253422 0.0079569 0.00459304 0.0042808
threshold=-0.54604999999999992 -0.0092549999999999993 -0.060544999999999995 0.14061500000000002 -0.082489999999999994 -0.084204999999999988 -0.081744999999999998 0.098385000000000028 -0.085184999999999997 0.083955000000000016 0.086100000000000024 0.084895000000000012 0.41061500000000012 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 -6 12 9 10 -2 -11 13 -8
right_child=3 2 -4 -5 6 -7 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.0012484022634137914 2.1647157480104374e-05 -0.0010456028570251948 0.0010583993344625946 0.0009894215653325994 -0.00090873270315258421 0.0012274075412015842 0.00044456093520973223 -0.0010068561444717956 -0.00085917424716400268 -0.00086989022025664453 0.0027542834280248675 0.00016432741744061132 0.00090215985042671498 -2.7702441596339743e-05
leaf_weight=72 109 58 63 51 62 83 208 48 46 85 49 551 59 2196
leaf_count=72 109 58 63 51 62 83 208 48 46 85 49 551 59 2196
internal_value=0 -0.00043446 4.31038e-05 6.98467e-05 5.61977e-05 0.000235206 -7.6988e-06 1.4223e-05 0.000136192 0.000194889 0.000874292 2.48193e-05 3.44546e-05 1.28184e-05
internal_weight=0 193 121 3547 3496 923 2573 2511 840 794 158 636 2463 2404
internal_count=3740 193 121 3547 3496 923 2573 2511 840 794 158 636 2463 2404
is_linear=0
shrinkage=0.0995203


Tree=4840
num_leaves=19
num_cat=0
split_feature=26 3 3 6 26 9 26 21 3 3 9 9 26 11 4 4 4 4
split_gain=0.00736369 0.0112735 0.0630955 0.0150092 0.0220787 0.0114762 0.00980328 0.006301 0.00511148 0.00775455 0.00857292 0.0257528 0.0155545 0.00342014 0.00415881 0.00975909 0.00556846 0.00837199
threshold=0.088165000000000021 0.087975000000000012 0.087325000000000028 0.08734500000000002 0.091570000000000026 0.086375000000000021 0.087865000000000013 -0.075024999999999994 0.14530500000000005 0.12651000000000004 0.089255000000000015 0.088710000000000025 0.09032500000000003 -0.37931999999999999 0.14039500000000002 0.13491500000000003 0.12498500000000003 0.11509500000000002
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 -5 13 -3 9 10 11 -9 -12 -1 15 16 17 -15
right_child=1 7 -4 5 -6 -7 -8 8 -10 -11 12 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.00076105416903155909 0.0023240815450406732 -0.0010646134532013418 -0.0037945854422865711 -0.0019830602755824575 -0.000569254204623838 0.000125855657879724 0.0014093184855322957 -0.00010479752176656082 0.00088772312111304373 -0.0013543591217044443 -0.0016454982040899507 0.0024422497871384881 -6.1767680645847484e-05 4.9468747369240715e-05 0.00069967772407427157 -0.0013282124430840485 0.00083310231224119347 -0.00095454783760821579
leaf_weight=55 50 65 56 49 54 52 51 159 54 47 67 52 756 1885 89 53 84 86
leaf_count=55 50 65 56 49 54 52 51 159 54 47 67 52 756 1885 89 53 84 86
internal_value=0 -0.000240686 -0.000833939 -2.11829e-05 0.000813902 -0.000889177 4.47379e-05 -0.000110971 -5.56361e-05 -0.000103518 -4.58696e-05 0.000519031 -0.000191693 1.34713e-05 3.32335e-05 4.70784e-06 3.94832e-05 5.24546e-06
internal_weight=0 1461 261 205 104 101 2303 1200 1135 1081 1034 211 823 2252 2197 2108 2055 1971
internal_count=3764 1461 261 205 104 101 2303 1200 1135 1081 1034 211 823 2252 2197 2108 2055 1971
is_linear=0
shrinkage=0.0995203


Tree=4841
num_leaves=36
num_cat=0
split_feature=9 3 3 9 8 0 0 3 3 8 0 5 21 21 21 17 17 17 17 9 20 9 21 21 18 6 8 18 9 9 0 4 9 18 0
split_gain=0.0034836 0.0175328 0.0307828 0.0576437 0.00863096 0.00733291 0.0161161 0.0237641 0.0174448 0.0178869 0.0139577 0.0080966 0.00781173 0.0115516 0.00622089 0.00862843 0.00500106 0.0149459 0.0120676 0.0089561 0.0101526 0.0154459 0.0230837 0.0186358 0.00911245 0.0107756 0.00797194 0.00676584 0.012042 0.00955718 0.00741546 0.0062773 0.00420243 0.00298023 0.00120408
threshold=0.08735500000000003 0.088535000000000016 0.087570000000000023 0.088325000000000028 -0.080445000000000003 -0.082224999999999993 -0.080614999999999992 0.090360000000000024 0.092200000000000018 -0.065919999999999992 -0.084154999999999994 -0.0042299999999999994 0.095375000000000029 0.10470500000000002 -0.080634999999999998 0.070205000000000017 -0.089699999999999988 -0.084209999999999993 -0.10071499999999999 0.086885000000000032 -0.081254999999999994 0.083955000000000016 -0.015724999999999999 -0.015149999999999999 -0.088184999999999999 0.089165000000000022 -0.082014999999999991 -0.087864999999999985 0.084835000000000022 0.084835000000000022 -0.083995 0.088435000000000027 0.094435000000000033 -0.14624999999999996 -0.094389999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 4 -4 -2 10 -7 -8 9 -9 12 -10 14 -14 -3 -16 18 -18 27 20 21 22 -19 -23 26 -26 -22 29 30 31 34 33 -15 -1 -29
right_child=1 5 3 -5 -6 6 7 8 11 -11 -12 -13 13 32 15 -17 17 19 -20 -21 24 23 -24 -25 25 -27 -28 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.00016321987955170418 0.00061596193692886483 0.00062521507564228002 -1.8481691125689479e-05 -0.0048215170907257715 -0.00078475418563096701 -0.0014925287610943951 0.0018216087553381802 -8.4909570580051288e-05 0.00036258541347853831 -0.0028792437530682233 0.0013996505089835264 -0.00029099033398889582 0.001586044623339188 0.00053218000504240111 -7.8046308856947753e-05 -0.0014783237448415228 0.0015485031591242976 -0.0015388232998333332 -0.0013977966299626875 0.001234481559162143 0.0018743491070089182 5.5005519829304953e-05 0.0012401823501807291 -0.0025296060920781123 -5.8143042314474802e-05 0.0011996632489078257 7.5031081753855456e-05 -0.00028335284437960948 0.0016416796123536117 -0.001656728381206643 0.00061404781589263118 -0.00088019616996587587 -0.0007553921117314531 0.0008635182361232121 -0.0010272820768142772
leaf_weight=52 86 53 53 47 88 85 62 46 302 46 91 495 66 50 122 69 70 48 75 61 53 47 77 65 882 73 47 47 54 49 86 62 50 58 47
leaf_count=52 86 53 53 47 88 85 62 46 302 46 91 495 66 50 122 69 70 48 75 61 53 47 77 65 882 73 47 47 54 49 86 62 50 58 47
internal_value=0 -0.000158825 -0.000892319 -0.0022841 -8.77415e-05 -2.75334e-05 -0.000179184 -6.09367e-05 -0.000193149 -0.00149098 0.000284425 -4.23096e-05 3.49028e-05 0.000563364 -0.000321269 -0.000588192 3.25239e-05 0.000130082 -0.000227865 5.60919e-05 0 -0.000588144 0.000166495 -0.00143768 0.000132682 3.71463e-05 0.00103686 -3.32196e-05 0.000337779 -0.000429746 -4.88431e-05 -7.54392e-05 -0.00010342 0.000370709 -0.000664027
internal_weight=0 1811 274 100 174 1537 1036 951 889 92 501 797 410 166 244 191 1953 1423 530 1353 1292 237 125 112 1055 955 100 455 234 221 180 172 100 110 94
internal_count=3764 1811 274 100 174 1537 1036 951 889 92 501 797 410 166 244 191 1953 1423 530 1353 1292 237 125 112 1055 955 100 455 234 221 180 172 100 110 94
is_linear=0
shrinkage=0.0995203


Tree=4842
num_leaves=38
num_cat=0
split_feature=26 8 6 3 6 18 8 5 6 6 26 26 9 9 9 9 5 9 9 20 26 17 17 6 5 18 6 26 8 8 26 21 8 18 19 18 4
split_gain=0.00599154 0.0100837 0.0194672 0.0375903 0.0109119 0.00814961 0.00849895 0.0151501 0.0177865 0.0406471 0.0341452 0.00784911 0.00759033 0.0144851 0.0115768 0.0109559 0.03323 0.0140041 0.00973355 0.00470726 0.00573079 0.00395251 0.0195909 0.00986535 0.0168133 0.0199422 0.00903809 0.00790307 0.00568813 0.0143571 0.0114663 0.00793441 0.00728483 0.00480329 0.01143 0.00913138 0.00348594
threshold=0.088165000000000021 -0.084514999999999993 0.087670000000000012 0.087975000000000012 0.093595000000000025 0.14994000000000005 -0.077259999999999995 -0.045014999999999993 0.08846500000000003 -0.0026549999999999998 0.091570000000000026 0.087865000000000013 0.094375000000000028 0.091405000000000028 0.087825000000000028 0.11351500000000002 -0.076589999999999991 0.11819000000000003 0.09271500000000002 -0.072324999999999987 0.093835000000000016 -0.089699999999999988 -0.10071499999999999 0.087515000000000023 -0.087969999999999993 -0.0097449999999999985 0.085465000000000027 0.085855000000000029 -0.087374999999999994 -0.081915000000000002 0.084355000000000027 0.015410000000000002 -0.085165000000000005 0.10189500000000003 0.10977000000000002 0.081485000000000016 0.11541000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 2 19 -4 -5 6 7 -3 9 -9 -10 21 13 14 -8 16 -14 -17 -15 -2 -21 22 28 26 -25 27 33 -26 31 32 -31 -1 -30 35 -35 -23 -22
right_child=1 5 3 4 -6 -7 12 8 10 -11 -12 -13 15 18 -16 17 -18 -19 -20 20 36 23 -24 24 25 -27 -28 -29 29 30 -32 -33 -34 34 -36 -37 -38
leaf_value=0.0015506117020091679 -0.00083551533724878326 0.0016266454830207676 -0.0033362810591201332 0.00062959525166973393 -0.001243099264058729 0.0011190116583338027 -0.00097600464410741935 -0.00056479199894075415 -0.0019582608767219475 0.0031238557095121917 0.00071323694226593359 0.0012673939921067614 0.0026490563303569357 -0.0024361602727504929 0.0010209653396127869 -0.0022063731753054249 -0.00023332924568912999 4.3870047027141802e-05 -0.00062767208738470984 0.001102767659907277 -0.00060480675446916514 2.7131020127512353e-05 -0.0016556083732563488 -0.00058170819674660285 0.0013579081919246347 0.0029712799498233236 -0.00099740733263028471 -0.00030490535021957188 -0.0003554074979353444 -5.7486435865990678e-05 0.0016108572527000189 -0.00021076216427964701 -0.0021322953414516684 -0.0015065441805670878 0.00029093695920709179 0.00086954783781834208 0.00050264771174132435
leaf_weight=52 51 66 64 58 65 56 58 74 96 49 93 51 48 61 57 47 225 64 60 54 67 976 79 69 57 48 84 55 48 355 46 48 46 61 81 147 48
leaf_count=52 51 66 64 58 65 56 58 74 96 49 93 51 48 61 57 47 225 64 60 54 67 976 79 69 57 48 84 55 48 355 46 48 46 61 81 147 48
internal_value=0 -0.000211187 -0.000632098 -0.00137865 -0.000353385 -4.7876e-05 -0.000114173 0.000256537 -3.06699e-05 0.000898014 -0.000639383 4.62749e-05 -0.000341507 -0.000786009 6.6794e-06 -6.61916e-05 0.000270466 -0.000901561 -0.00154616 0 0.000255352 1.82573e-05 -0.000183039 0.000104754 0.000708716 0.00127033 1.62181e-06 0.000534039 1.11025e-05 -0.000125802 0.000131853 0.000696966 -0.00123366 6.86077e-05 -0.000475456 0.000138132 -0.000135446
internal_weight=0 1461 407 187 123 1054 998 378 312 123 189 2303 620 236 115 384 273 111 121 220 169 2252 674 1578 229 160 1349 112 595 495 401 100 94 1265 142 1123 115
internal_count=3764 1461 407 187 123 1054 998 378 312 123 189 2303 620 236 115 384 273 111 121 220 169 2252 674 1578 229 160 1349 112 595 495 401 100 94 1265 142 1123 115
is_linear=0
shrinkage=0.0995203


Tree=4843
num_leaves=31
num_cat=0
split_feature=26 3 18 26 18 3 26 3 3 3 2 20 18 18 18 26 20 26 2 2 2 3 26 3 26 29 6 2 3 7
split_gain=0.00522103 0.0175827 0.0359888 0.0133197 0.0161129 0.00987117 0.00594174 0.00718285 0.0325164 0.0125526 0.0155264 0.00658608 0.0044713 0.0367399 0.0173936 0.0268972 0.0228672 0.0132588 0.00554521 0.0154228 0.0120794 0.015618 0.0101592 0.00601444 0.00454733 0.00388072 0.00524031 0.00585206 0.014641 0.0107434
threshold=0.091485000000000025 0.091865000000000016 0.090795000000000028 0.11215000000000001 -0.0079049999999999988 0.09304500000000003 0.093245000000000022 0.10038500000000002 0.10293500000000001 0.097255000000000022 -0.078129999999999991 -0.077044999999999988 -0.025079999999999998 -0.018629999999999997 -0.080814999999999984 0.083705000000000016 -0.0093149999999999986 0.089545000000000027 -0.086849999999999997 -0.080555000000000002 -0.095204999999999998 0.10636500000000003 0.085155000000000022 0.08511500000000001 0.083760000000000015 0.0061000000000000013 -0.52821499999999999 0.14153500000000005 0.11896500000000003 -0.009689999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 -2 -3 -7 9 -9 10 -8 -10 14 -14 17 -16 -17 18 20 22 21 -1 -20 -21 -22 26 -15 29 -29 -28
right_child=1 5 -4 -5 -6 6 7 8 11 -11 -12 -13 13 25 15 16 -18 -19 19 23 24 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00028362074422885617 -0.0016462924537486373 0.0013957181306427306 -0.0025927485387097983 0.0010043278958335405 0.00060670849720267255 -0.0011250104008710376 0.0015729655847900644 -0.0027491817464054052 0.0010667952700008339 0.0016089565769021007 -0.0005461078603733573 -0.00012165829799753856 -0.0025815638415781837 -0.00095055355654311165 -0.0002549287935000882 0.00035222779791760047 0.0032828308875769334 -0.0014385875316751766 0.0017285534059191692 0.00063468674884126133 -0.0017545247846953 0.0018301434380210873 0.00034934275903502254 -0.00052675730424002899 -0.00046867775453412043 -0.000715701926895009 -0.0014833521875555571 0.0019940541378626777 -7.8676487815205307e-05 6.2662368135076789e-05
leaf_weight=130 78 48 87 65 52 50 46 46 55 65 134 285 56 51 89 46 64 60 90 58 50 47 133 180 65 70 46 53 91 1374
leaf_count=130 78 48 87 65 52 50 46 46 55 65 134 285 56 51 89 46 64 60 90 58 50 47 133 180 65 70 46 53 91 1374
internal_value=0 -0.00024163 -0.000908976 -0.000153556 -0.000738795 1.53968e-05 -8.06925e-05 7.61203e-07 -0.000265444 0.000423511 -1.86735e-08 6.81839e-05 2.26128e-05 -7.37468e-05 0.000189195 0.00102319 0.00206475 -1.3938e-05 9.84928e-05 0.000314201 -0.000239256 0.000273037 0.000909646 -0.000240277 -0.00103486 9.11329e-06 4.10363e-05 7.38942e-05 0.000678519 1.20037e-05
internal_weight=0 1011 282 195 130 729 681 631 386 245 180 340 2753 1741 1012 199 110 813 753 461 292 177 223 238 115 1685 1615 1564 144 1420
internal_count=3764 1011 282 195 130 729 681 631 386 245 180 340 2753 1741 1012 199 110 813 753 461 292 177 223 238 115 1685 1615 1564 144 1420
is_linear=0
shrinkage=0.0995203


Tree=4844
num_leaves=17
num_cat=0
split_feature=10 23 8 2 8 8 2 8 8 18 18 18 17 5 17 8
split_gain=0.0240304 0.0208521 0.024502 0.0107592 0.0329981 0.0127916 0.00825105 0.00668682 0.0191494 0.00709467 0.0316031 0.0136774 0.00824078 0.00651921 0.00437477 0.004099
threshold=0.093790000000000026 -0.022119999999999997 -0.071594999999999992 0.12875500000000004 -0.092299999999999993 -0.42441999999999996 0.42136500000000005 -0.10337499999999999 -0.11257499999999999 -0.025079999999999998 -0.019539999999999998 -0.031494999999999995 -0.15122999999999998 -0.042209999999999991 -0.065699999999999995 -0.15530999999999998
decision_type=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 8 14 11 -11 13 -12 -9 -3 -16
right_child=-2 3 -4 4 -6 -7 -8 9 -10 10 12 -13 -14 -15 15 -17
leaf_value=-0.00020876151882033691 -0.0019300281254603405 -0.00073437242822744597 0.0029433958150294846 3.8458181364276323e-05 -0.0029274062497369338 0.00088316236677222918 -0.0016079334718224396 0.0010662166463798924 0.002167726882621472 -0.0026736764694197776 0.0005177946340220919 0.0018187525549114339 -0.00016087499435377082 3.3701327193769591e-05 -0.00027911011834734094 0.001012365159127579
leaf_weight=46 65 54 51 62 51 80 57 64 54 48 199 47 1593 1177 46 50
leaf_count=46 65 54 51 62 51 80 57 64 54 48 199 47 1593 1177 46 50
internal_value=0 1.12305e-07 0.00144012 -3.86543e-05 -0.000668376 -8.53145e-05 -0.000743271 8.34801e-06 0.000560597 -2.74065e-05 -0.000153027 0.000151415 -8.50525e-05 8.76092e-05 -1.25128e-05 0.000385006
internal_weight=0 3679 97 3582 250 199 119 3332 204 3128 1840 1288 1792 1241 150 96
internal_count=3744 3679 97 3582 250 199 119 3332 204 3128 1840 1288 1792 1241 150 96
is_linear=0
shrinkage=0.0995203


Tree=4845
num_leaves=18
num_cat=0
split_feature=22 3 5 2 8 2 20 6 3 3 18 6 8 1 3 2 4
split_gain=0.0251496 0.015042 0.0200325 0.0106718 0.00866631 0.00662149 0.00711049 0.00640188 0.0174725 0.0139589 0.0131998 0.00865205 0.00920136 0.0135892 0.00862104 0.00871771 0.0066544
threshold=0.13264000000000004 0.17152000000000003 -0.11065499999999999 0.12875500000000004 -1.0000000180025095e-35 0.42136500000000005 -0.060199999999999997 0.087670000000000012 0.097880000000000023 0.10850000000000003 0.10435500000000002 0.087235000000000021 -0.10337499999999999 -0.06921999999999999 0.096385000000000012 -0.070354999999999987 0.13364000000000004
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 5 6 -5 11 14 -10 -11 12 13 -1 15 -9 -14
right_child=-2 2 -4 4 -6 -7 -8 8 9 10 -12 -13 16 -15 -16 -17 -18
leaf_value=0.0020010913308449044 -0.0022931991493316691 0.0027299511028217771 -9.4240299355890248e-05 -0.00092097589853653737 -0.001912487916596403 -0.0013213208185385691 0.00056311201204536443 -0.00041320154435921914 0.0015664414797475754 0.00080142597373955159 -0.0013335405618072746 0.0013616470599751059 -1.2455105655463691e-05 0.00010769771769803044 -0.0016396485208229014 0.00076999181841612798 0.001059416072567299
leaf_weight=59 48 46 53 52 46 53 83 722 89 69 49 53 2038 106 52 67 59
leaf_count=59 48 46 53 52 46 53 83 722 89 69 49 53 2038 106 52 67 59
internal_value=0 -2.17094e-07 0.00120974 -3.37463e-05 -0.000683657 -0.00037863 -2.47289e-06 1.12315e-05 -0.000192573 0.000624967 -7.81906e-05 0.000103848 7.40147e-05 0.000789691 -0.000394773 -0.00031169 1.73121e-05
internal_weight=0 3696 99 3597 234 188 135 3363 1048 207 118 2315 2262 165 841 789 2097
internal_count=3744 3696 99 3597 234 188 135 3363 1048 207 118 2315 2262 165 841 789 2097
is_linear=0
shrinkage=0.0995203


Tree=4846
num_leaves=11
num_cat=0
split_feature=27 24 21 27 2 8 8 9 9 18
split_gain=0.0212386 0.0189624 0.00762749 0.00786665 0.00645771 0.0130571 0.00633543 0.00608119 0.0146704 0.00973783
threshold=0.11410500000000003 -0.070254999999999998 0.15544000000000005 -0.086859999999999993 0.12875500000000004 -0.092299999999999993 -0.49499500000000002 0.083760000000000015 0.081095000000000014 -0.074709999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 -6 8 -5 -9
right_child=-2 2 -4 4 5 -7 -8 9 -10 -11
leaf_value=0.001892782779739449 -0.0017441053006534248 -0.0011253648294117509 0.0010817462691142116 5.6025000497241137e-05 -0.0007771255611584573 -0.0019631487405750974 0.00032783142009568757 0.00023543313545977565 0.001193820293299878 -0.00018928113354618148
leaf_weight=52 70 65 61 611 91 49 117 776 138 1714
leaf_count=52 70 65 61 611 91 49 117 776 138 1714
internal_value=0 5.65364e-06 -2.12133e-05 -4.0337e-05 -1.99292e-05 -0.00050022 -0.000151652 1.7927e-05 0.000266752 -5.65916e-05
internal_weight=0 3674 3622 3561 3496 257 208 3239 749 2490
internal_count=3744 3674 3622 3561 3496 257 208 3239 749 2490
is_linear=0
shrinkage=0.0995203


Tree=4847
num_leaves=13
num_cat=0
split_feature=22 29 27 20 21 0 8 8 8 26 3 5
split_gain=0.0203236 0.0143945 0.00708741 0.00705942 0.013842 0.0152088 0.00873908 0.0114679 0.017382 0.00745815 0.00861193 0.00687804
threshold=0.13264000000000004 0.12330000000000002 -0.086859999999999993 -0.075334999999999999 0.11729000000000002 -0.066264999999999991 0.11446000000000002 -0.053049999999999993 -0.046889999999999994 0.094025000000000011 0.11523000000000001 0.060575000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 -6 7 11 -9 10 -4 -5
right_child=-2 -3 3 6 5 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.0010943476967196194 -0.0020587920052276137 0.001615208581893792 6.2310623861631129e-05 9.7104140687447258e-05 0.0023834557068779529 -8.0922004135810857e-06 0.00090862842498510492 -0.0019902577742553548 -0.00030152350558138887 -0.00099441667732621782 0.0011400371999756109 -0.00041742798586459536
leaf_weight=60 48 54 726 1512 58 47 84 67 638 58 82 310
leaf_count=60 48 54 726 1512 58 47 84 67 638 58 82 310
internal_value=0 2.07539e-06 -2.16178e-05 -3.42058e-06 0.000225442 0.00130516 -8.88456e-05 -0.000122327 -0.000463174 9.35848e-05 0.000172697 9.11095e-06
internal_weight=0 3696 3642 3582 971 105 2611 2527 705 866 808 1822
internal_count=3744 3696 3642 3582 971 105 2611 2527 705 866 808 1822
is_linear=0
shrinkage=0.0995203


Tree=4848
num_leaves=28
num_cat=0
split_feature=9 1 3 20 17 20 21 17 17 9 9 17 26 6 0 21 2 5 9 5 3 26 26 3 26 9 5
split_gain=0.00867463 0.00944592 0.045118 0.0925806 0.0119945 0.0107164 0.00932969 0.0088716 0.00851974 0.00970319 0.0124082 0.014766 0.0101641 0.0254851 0.00722258 0.00897729 0.00879131 0.00701598 0.00661134 0.0114168 0.00851784 0.00628685 0.0159792 0.018916 0.013483 0.00730146 0.00583536
threshold=0.11222500000000002 0.0099250000000000015 0.093835000000000016 -0.080869999999999984 0.23832000000000006 -0.0088249999999999978 -0.076335 0.084010000000000015 0.066010000000000027 0.096830000000000013 0.091750000000000012 0.51041000000000014 0.090385000000000021 0.088845000000000021 -0.15468499999999999 0.10271500000000001 -0.026175 0.63223000000000018 0.13642500000000005 -0.081415000000000001 0.14530500000000005 0.11377500000000003 0.11861500000000001 0.094285000000000022 0.10393000000000002 0.083795000000000022 -0.012164999999999999
decision_type=2 2 2 2 2 2 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 -5 -4 -7 17 10 12 -12 13 -10 15 -8 -16 21 19 -2 -20 24 -23 -24 25 -1 -21
right_child=18 2 4 5 -6 7 14 -9 9 -11 11 -13 -14 -15 16 -17 -18 -19 20 26 -22 22 23 -25 -26 -27 -28
leaf_value=0.0002703140253053622 0.0022303519982660551 -0.0055481605813350399 0.0011566916190959848 -0.001811079311565854 0.0013433331847128329 0.00051678562941151983 -0.0018538334083027341 -0.0011595963521997491 0.00079849763579575882 0.0013874528390832408 -0.0016875242273938962 0.00059135836321605939 0.0015489626369033463 -0.0013864219765722617 -0.00040847460443869319 8.226677159397495e-06 0.00052194995437546729 -0.0012008772787372116 -0.00088763229498533994 -0.00038972860004328399 0.00089626116333612943 -0.0019588129984965978 0.0015226978478202788 -0.0011766113162858867 0.0014917653975568149 -0.00016702793400740469 0.0010486851142870878
leaf_weight=537 47 46 55 49 66 86 53 49 198 80 65 49 72 72 242 48 172 53 59 52 48 58 49 54 59 1274 59
leaf_count=537 47 46 55 49 66 86 53 49 198 80 65 49 72 72 242 48 172 53 59 52 48 58 49 54 59 1274 59
internal_value=0 -7.31692e-05 -0.000358167 -0.00155284 7.25832e-05 -0.000549563 -7.31201e-05 -8.56152e-05 2.07198e-05 0.000374828 0.000195379 -0.000700824 0.000496507 0.00021282 -0.000206049 -0.000960789 -1.9944e-05 -6.99632e-05 0.000517296 0.000926792 -7.97303e-05 -4.00483e-05 -0.00063687 9.95783e-05 1.0898e-05 -3.68947e-05 0.000367459
internal_weight=0 3486 866 230 636 184 570 135 2620 536 456 114 342 270 515 101 414 2084 265 158 107 2031 161 103 1870 1811 111
internal_count=3751 3486 866 230 636 184 570 135 2620 536 456 114 342 270 515 101 414 2084 265 158 107 2031 161 103 1870 1811 111
is_linear=0
shrinkage=0.0995203


Tree=4849
num_leaves=26
num_cat=0
split_feature=18 18 2 2 2 3 18 5 1 2 5 2 17 4 17 4 18 2 2 0 3 3 1 8 8
split_gain=0.00634247 0.0105499 0.00936351 0.0378551 0.0151157 0.00987763 0.0158457 0.0170546 0.0138865 0.0129321 0.026509 0.00849085 0.0152798 0.0072197 0.0103212 0.00909216 0.00609783 0.00559926 0.00926575 0.0150498 0.0114308 0.00926817 0.0103977 0.00715985 0.0161956
threshold=0.10085500000000001 0.09679500000000002 -0.080555000000000002 -0.081055000000000002 -0.079954999999999984 0.084735000000000019 -0.011039999999999999 -0.0091849999999999987 -0.090104999999999991 -0.083665000000000003 -0.07965499999999999 -0.077945 -1.0000000180025095e-35 0.11509500000000002 -0.095109999999999986 0.12498500000000003 -0.088385000000000005 0.11665500000000002 -0.072419999999999998 -0.069955000000000003 0.096265000000000031 0.10174000000000002 -0.049499999999999995 -0.087635000000000005 -0.071594999999999992
decision_type=2 2 2 2 2 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 7 -1 -8 16 -11 12 -6 14 -13 -15 -7 18 19 20 23 -20 -23 -2 -25
right_child=17 -3 4 -5 11 9 8 -9 -10 10 -12 13 -14 15 -16 -17 -18 -19 21 -21 -22 22 -24 24 -26
leaf_value=-0.0015452741909624732 -0.00013255471355082745 -0.0014483163099741107 0.0015939560374143361 -0.0023341783529929015 0.00020005428730035803 0.00030382380383745129 -0.00042178440138614494 0.00057388101436711724 0.0015083284511343176 -0.0021850353130793017 -0.00023235658829137939 -0.00024122223293190765 -0.0018522157644460214 -0.0013592314465503792 0.00045256318348873355 0 -0.00024145306147733704 0.0011339753862303864 -0.001445089963305684 0.0019522831121515931 -0.0011527841371328448 -0.00094789743196663006 0.00099363510053101741 0.0023861101313262033 -9.8897247239469822e-05
leaf_weight=69 90 55 66 80 84 324 50 82 135 94 262 296 62 64 741 206 543 68 58 57 52 50 60 49 54
leaf_count=69 90 55 66 80 84 324 50 82 135 94 262 296 62 64 741 206 543 68 58 57 52 50 60 49 54
internal_value=0 -8.12154e-05 -5.71467e-05 -0.000222296 0.00012051 -0.0001134 0.000363544 -0.000389053 0.000982251 -0.000245102 -0.000750251 5.30183e-05 -0.000665851 0.000133947 0.000253741 -0.000323118 -3.67376e-05 0.000287854 0.000163695 0.000494527 0.000152034 -0.000426143 0.000103678 0.000507833 0.00107534
internal_weight=0 3213 3158 1639 1519 1559 336 151 185 1223 356 1453 146 1307 1037 270 867 538 470 302 245 168 110 193 103
internal_count=3751 3213 3158 1639 1519 1559 336 151 185 1223 356 1453 146 1307 1037 270 867 538 470 302 245 168 110 193 103
is_linear=0
shrinkage=0.0995203


Tree=4850
num_leaves=18
num_cat=0
split_feature=20 6 6 2 9 26 2 10 8 1 8 5 8 2 17 21 4
split_gain=0.00694778 0.0100728 0.03698 0.0075285 0.0220206 0.0286721 0.0205348 0.00660892 0.00654545 0.00578647 0.00975798 0.00533526 0.00634192 0.00846968 0.00406201 0.00508543 0.00533566
threshold=0.0057800000000000013 -0.088444999999999982 -0.09007999999999998 -0.091674999999999993 0.11351500000000002 0.090625000000000025 -0.082025000000000001 0.090005000000000016 0.0033350000000000007 0.15756500000000004 -0.082739999999999994 -0.27157999999999999 -0.409445 0.10166000000000001 -0.10337499999999999 0.091085000000000013 0.10533000000000002
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 -5 9 14 11 -11 -3 -13 -14 -2 -16 -17
right_child=8 7 -4 4 -6 -7 -8 -9 -10 10 -12 12 13 -15 15 16 -18
leaf_value=0.00066399633845621859 -0.00058360777706483195 -0.0010414907530493294 -0.0028764117633252144 -0.0019429913978505603 -0.0024132561626695331 0.0015715707345695753 -0.00015565382459071866 -0.001134794280141163 0.0013970597036826152 -0.00016910350857672848 0.0015073393631646361 -0.00090388021527917722 1.9886340095415513e-05 0.0010266199578112525 0.00097412319855980545 -0.00056585122495443098 0.00062080040179251399
leaf_weight=88 52 47 55 76 46 82 401 48 55 67 69 70 2269 86 90 75 75
leaf_count=88 52 47 55 76 46 82 401 48 55 67 69 70 2269 86 90 75 75
internal_value=0 -6.88125e-05 -0.000391464 -0.000193065 -0.000319081 -0.000145288 -0.000442145 2.17465e-05 0.00039851 4.33465e-05 0.000675426 8.24072e-06 2.89236e-05 5.69979e-05 0.000207623 0.000382468 2.20171e-05
internal_weight=0 3404 748 693 605 559 477 2656 347 2608 136 2472 2425 2355 292 240 150
internal_count=3751 3404 748 693 605 559 477 2656 347 2608 136 2472 2425 2355 292 240 150
is_linear=0
shrinkage=0.0995203


Tree=4851
num_leaves=26
num_cat=0
split_feature=9 1 3 21 0 1 1 20 2 4 4 0 20 0 20 9 1 20 21 3 3 4 20 0 0
split_gain=0.00738173 0.00871661 0.0368894 0.0675747 0.0117614 0.0068947 0.0089384 0.00615951 0.00851291 0.00504327 0.0163927 0.00945446 0.00927545 0.0186287 0.0146972 0.00693254 0.00489934 0.0139466 0.019339 0.00547514 0.0275547 0.0159934 0.00470023 0.004612 0.00316389
threshold=0.11222500000000002 0.0099250000000000015 0.093245000000000022 0.089005000000000015 -0.117355 0.0049450000000000015 0.0033150000000000007 -0.071149999999999991 -0.065999999999999989 0.11338500000000003 0.10423500000000002 -0.14824999999999997 -0.078104999999999994 -0.1021 -0.083654999999999993 -0.069359999999999991 -0.0090649999999999984 -0.085594999999999991 0.085955000000000018 0.10850000000000003 0.11125500000000002 0.10515500000000001 -0.014955 -0.086855000000000002 -0.057604999999999996
decision_type=2 2 2 2 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 16 -2 -9 10 12 -11 14 -14 -4 -13 19 -18 -19 21 -21 -1 -10 -6 -24
right_child=7 2 9 -5 23 -7 -8 8 22 11 -12 15 13 -15 -16 -17 17 18 -20 20 -22 -23 24 -25 -26
leaf_value=-2.3038535138133471e-05 -0.00047849300333059391 -0.0015180155461648225 -0.00024009158843582787 -0.0040316201608043009 0.0010963391313566755 0.0011016658194644628 -0.0013268349193154643 0.001892533213513952 -0.0004425687498352616 -0.0013750499243948588 0.0016347577587751661 0.00080874849573190884 -0.0013692972012087292 0.00036277069485702104 0.0018491889522200774 -0.00063786747752899299 0.0016555786031377427 -0.0010113167791234899 0.00069459035514962393 -0.002553772835044921 4.5833952244962e-05 0.0015200654122032378 0.0011440350719704531 -0.00025658687205238842 6.883763141154404e-05
leaf_weight=1836 52 49 79 69 46 58 49 48 48 64 69 67 109 140 57 64 68 104 179 50 207 69 70 53 47
leaf_count=1836 52 49 79 69 46 58 49 48 48 64 69 67 109 140 57 64 68 104 179 50 207 69 70 53 47
internal_value=0 -6.15614e-05 -0.00033536 -0.00145876 -0.000253718 2.86262e-05 4.01453e-06 0.000483149 0.00072176 3.89987e-05 0.000221959 -0.000382772 -2.91177e-05 -0.000392156 0.000629544 9.57558e-05 3.029e-05 0.000375311 6.47918e-05 -2.53454e-05 -0.000456741 3.24237e-05 0.000376209 0.000363777 0.000719115
internal_weight=0 3486 866 217 148 2620 2562 265 213 649 454 195 385 249 136 131 2513 351 283 2162 257 1905 165 99 117
internal_count=3751 3486 866 217 148 2620 2562 265 213 649 454 195 385 249 136 131 2513 351 283 2162 257 1905 165 99 117
is_linear=0
shrinkage=0.0995203


Tree=4852
num_leaves=19
num_cat=0
split_feature=7 18 6 26 26 26 26 9 2 22 26 6 6 8 6 26 3 6
split_gain=0.0310625 0.0103316 0.00612263 0.0159781 0.0770789 0.0900651 0.0126456 0.0235173 0.0160922 0.00727891 0.00708626 0.0089908 0.00647267 0.013405 0.00802751 0.00604639 0.00592518 0.00653668
threshold=0.10781500000000002 0.26090000000000008 -0.093749999999999986 0.084355000000000027 0.082250000000000031 0.083760000000000015 0.087575000000000028 0.083995000000000028 -0.087129999999999999 0.12431000000000002 0.0054200000000000012 -0.083069999999999991 -0.097455 -0.0066399999999999992 -0.217 0.084435000000000024 0.084465000000000026 0.090460000000000026
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 10 -6 7 -5 -9 12 11 -4 13 15 -15 -1 -8 -18
right_child=-2 -3 3 6 5 -7 16 8 -10 -11 -12 -13 -14 14 -16 -17 17 -19
leaf_value=0.00058527625286980054 -0.002594624822331709 0.0011407680641592483 -0.00092879513289750328 0.0021785800960476996 -0.0058205600996561954 -0.00049096867563605355 -0.00098330282955526121 -0.0014726071918641681 0.00046688141321711617 0.0013942253065248539 0.0011199307840473198 -1.1475518127943866e-06 0.00096573812421264131 -0.00023381571176634311 -0.0017106464064918384 -0.00015121477084564772 0.00018996478234214767 -0.00026441586602440133
leaf_weight=298 46 78 121 73 53 78 66 48 354 50 47 727 85 113 55 173 692 573
leaf_count=298 46 78 121 73 53 78 66 48 354 50 47 727 85 113 55 173 692 573
internal_value=0 7.43102e-06 -1.68568e-05 -8.48623e-05 -0.00039864 -0.00265347 9.29435e-05 0.000533952 0.000233264 0.000230912 -6.76891e-05 -0.000134478 0.000149442 3.95767e-05 -0.000722175 0.000313022 -6.38262e-05 -1.52064e-05
internal_weight=0 3684 3606 2832 1026 131 1806 475 402 774 895 848 724 639 168 471 1331 1265
internal_count=3730 3684 3606 2832 1026 131 1806 475 402 774 895 848 724 639 168 471 1331 1265
is_linear=0
shrinkage=0.0995203


Tree=4853
num_leaves=16
num_cat=0
split_feature=7 1 24 6 2 2 2 26 26 26 26 20 3 5 6
split_gain=0.0251864 0.00686773 0.0060189 0.00782309 0.0172558 0.0297228 0.0233551 0.0149243 0.0615154 0.0729912 0.0112246 0.00932314 0.00901093 0.00679601 0.00216786
threshold=0.10781500000000002 -0.55579999999999996 0.10415500000000003 -0.093749999999999986 0.09556000000000002 0.13896000000000006 0.0040650000000000018 0.084355000000000027 0.082250000000000031 0.083760000000000015 0.084645000000000012 0.096815000000000026 0.083955000000000016 -0.53313499999999991 -0.26746999999999993
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 11 8 13 -10 -9 -3 -12 -5 -7
right_child=-2 2 -4 7 5 14 -8 10 9 -11 12 -13 -14 -15 -16
leaf_value=0.0011651726163321888 -0.0023364072618198848 0.00043382643349625718 -0.0011280818576859559 -0.0011161021906148276 0.0032600817373329748 -0.00017475084893327211 -0.0019831706242659083 0.0015399752508662057 -0.0052412969276200471 -0.00044210737132147776 0.00095009756464672999 -0.00064393133781682598 0 0 0.00074342193724206366
leaf_weight=50 46 451 47 58 49 52 51 52 53 78 105 96 1683 811 48
leaf_count=50 46 451 47 58 49 52 51 52 53 78 105 96 1683 811 48
internal_value=0 6.62512e-06 -9.09001e-06 5.34379e-06 0.000292128 0.00125061 5.19385e-05 -6.98002e-05 -0.000379431 -0.00239001 9.80328e-05 0.00024318 5.56392e-05 -7.5398e-05 0.000257786
internal_weight=0 3684 3634 3587 747 149 598 2840 1000 131 1840 547 1788 869 100
internal_count=3730 3684 3634 3587 747 149 598 2840 1000 131 1840 547 1788 869 100
is_linear=0
shrinkage=0.0995203


Tree=4854
num_leaves=19
num_cat=0
split_feature=26 17 6 26 26 26 17 9 5 26 1 26 6 22 20 8 1 8
split_gain=0.0206185 0.00588436 0.00547064 0.0111383 0.126043 0.00706996 0.0188453 0.0146661 0.00814443 0.0171211 0.0154761 0.00590082 0.00651082 0.00499855 0.00551775 0.00463693 0.0128741 0.0119181
threshold=0.5128250000000002 -0.57205499999999987 -0.093749999999999986 0.083760000000000015 0.082250000000000031 0.088325000000000028 0.11639500000000001 0.083715000000000026 -0.082179999999999989 0.09032500000000003 -0.079844999999999985 0.0054200000000000012 -0.083069999999999991 0.12431000000000002 0.12549000000000002 -0.07106999999999998 0.27278500000000011 -0.083804999999999991
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 11 6 7 -5 10 -10 -7 12 -4 14 15 17 -17 -3
right_child=-2 2 3 5 -6 8 -8 -9 9 -11 -12 -13 -14 -15 -16 16 -18 -19
leaf_value=0.0010485840551450916 -0.0020072739570079498 0.0002383706075003496 -0.00081602832891573926 -0.0014092661539127031 -0.0053738053594507154 0.0019788086299439194 0.0016691801473518717 0.00028417542022258189 -0.0010082640722722429 1.3773603333489204e-05 0 0.00099546221101907886 -3.5802840997800616e-05 0.0011808147392733191 -0.00077884857862276944 0.00042123094911882989 -0.00094037658997981916 0.0018446015068329532
leaf_weight=53 51 313 124 56 47 52 90 523 203 803 156 47 746 51 57 199 105 54
leaf_count=53 51 313 124 56 47 52 90 523 203 803 156 47 746 51 57 199 105 54
internal_value=0 7.42083e-06 -7.57174e-06 -7.17329e-05 -0.000346989 6.87495e-05 0.000328746 0.000118974 -7.38527e-05 -0.000191649 0.000491937 -8.84511e-05 -0.000147948 0.000225866 0.000157843 0.000238633 -4.63684e-05 0.000476941
internal_weight=0 3679 3626 2847 964 1883 669 579 1214 1006 208 917 870 779 728 671 304 367
internal_count=3730 3679 3626 2847 964 1883 669 579 1214 1006 208 917 870 779 728 671 304 367
is_linear=0
shrinkage=0.0995203


Tree=4855
num_leaves=15
num_cat=0
split_feature=4 18 20 9 18 18 8 8 8 18 0 8 18 8
split_gain=0.0235999 0.0113365 0.0220652 0.00849808 0.00525421 0.0252271 0.0125718 0.0743045 0.0186052 0.0114475 0.0189527 0.0448265 0.00713169 0.00745817
threshold=0.15730000000000002 0.19545000000000004 -0.080044999999999991 -0.26414499999999996 -0.019539999999999998 -0.025079999999999998 -0.085764999999999994 -0.086914999999999992 -0.084674999999999986 -0.010395 -0.085794999999999996 -0.088304999999999995 -0.0087699999999999983 0.15415000000000004
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 -5 -8 10 11 -6 -11 -14
right_child=-2 2 -4 4 9 -7 8 -9 -10 12 -12 -13 13 -15
leaf_value=0.0012429802953576091 -0.0021876443240530182 0.0026690034356983551 -0.00018709515426551816 0.00026555990033529602 -0.00049272636663686407 -0.0024290920128872411 0.0018568875871836233 -0.0041602998609277051 -6.8194020440983275e-05 -0.0011716832664677922 -0.00032809840784903908 0.0036161234829593758 5.812337683695762e-05 -0.0010696048677920429
leaf_weight=52 49 46 63 150 49 48 52 50 1132 51 81 56 1791 60
leaf_count=52 49 46 63 150 49 48 52 50 1132 51 81 56 1791 60
internal_value=0 1.07855e-05 0.00101072 -1.94985e-05 -3.83813e-05 -0.000185346 -0.000106936 -0.000836813 1.56621e-05 6.20184e-05 0.000807238 0.00169086 -1.04276e-05 2.11259e-05
internal_weight=0 3681 109 3572 3520 1432 1384 200 1184 2088 186 105 1902 1851
internal_count=3730 3681 109 3572 3520 1432 1384 200 1184 2088 186 105 1902 1851
is_linear=0
shrinkage=0.0995203


Tree=4856
num_leaves=34
num_cat=0
split_feature=20 20 17 20 3 9 6 6 9 18 0 18 17 3 3 0 3 0 0 3 6 6 20 9 20 3 20 3 3 3 17 8 6
split_gain=0.0102422 0.045958 0.00880066 0.0237156 0.00872194 0.0159345 0.0208867 0.0274194 0.00877995 0.0151437 0.0270029 0.0189926 0.0151431 0.0248337 0.0139936 0.00965418 0.00816603 0.0298596 0.03574 0.0161474 0.00769691 0.0144996 0.0115414 0.00821389 0.00657303 0.0130178 0.0139584 0.0102123 0.00763452 0.0103968 0.00871178 0.00544639 0.00430254
threshold=-0.080434999999999993 -0.081189999999999998 0.048755000000000014 -0.093704999999999997 0.086895000000000014 0.08622500000000001 -0.03764 0.08785500000000003 0.083715000000000026 -0.023444999999999997 -0.082494999999999999 -0.011039999999999999 -0.011174999999999999 0.083725000000000022 0.083055000000000018 -0.084534999999999985 0.088115000000000013 -0.088694999999999982 -0.081284999999999982 0.088475000000000012 -0.101065 -0.095324999999999993 -0.078725000000000003 0.10646500000000002 -0.09280999999999999 0.10457000000000002 -0.085204999999999989 0.087925000000000017 0.099950000000000025 0.11492500000000001 -0.046254999999999998 -0.11187999999999999 0.082725000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 -4 5 8 -7 -8 12 10 -10 -11 13 32 -14 -13 17 -6 -19 -18 23 -22 -23 31 28 26 -26 -28 30 -30 -1 -21 -2
right_child=4 -3 3 -5 16 6 7 -9 9 11 -12 15 14 -15 -16 -17 19 18 -20 20 21 22 -24 -25 25 -27 27 -29 29 -31 -32 -33 -34
leaf_value=0.0009152336080922815 -0.00071693517877933111 -0.003164890532440021 0.00029519504986343472 -0.0023473105770163258 0.0028609817878226117 0.00022589574858033546 -0.0036808397891820721 -0.00033103825463794509 0.0031888484242315238 -0.0014655184771398598 7.2440544014133781e-05 0.00091384139043832911 -0.00031807094841199932 -0.0028506152237606289 0.0017849880599406238 -0.00072592588724744065 -0.0014194266001558817 -0.0012079324679425294 0.002203412521314231 0.00066048364462603572 0.0020273895549614003 -0.0011367621704901972 0.00030578957920968986 -0.0013369349160907659 0.0012928560024896723 0.001859758325648738 -0.0013041910512435256 0.00022626786717210387 -0.0018146410136975902 -3.2947151918975031e-06 -0.00058546293885388095 -0.00023376817263503447 0.00052954671323924337
leaf_weight=80 63 52 79 58 52 74 48 50 46 69 70 133 89 50 48 48 63 83 48 90 47 57 1378 53 70 50 70 111 59 69 73 269 48
leaf_count=80 63 52 79 58 52 74 48 50 46 69 70 133 89 50 48 48 63 83 48 90 47 57 1378 53 70 50 70 111 59 69 73 269 48
internal_value=0 -0.000307262 -9.94522e-05 -0.000817555 9.96965e-05 -0.000172357 -0.00102626 -0.00198011 4.76003e-05 0.000375228 0.00131532 -5.76975e-05 -0.000352042 -0.00100795 0.000412792 0.000474463 0.000206358 0.000843042 3.57773e-05 0.000146403 0.00019892 0.000304905 0.000247919 -0.000180334 6.81793e-05 0.000392455 9.69015e-05 -0.0003611 -0.000276263 -0.000844608 0.000193865 -7.30213e-06 -0.000170541
internal_weight=0 771 719 137 2976 836 172 98 664 366 116 250 298 161 137 181 2140 183 131 1957 1894 1482 1435 412 582 301 251 181 281 128 153 359 111
internal_count=3747 771 719 137 2976 836 172 98 664 366 116 250 298 161 137 181 2140 183 131 1957 1894 1482 1435 412 582 301 251 181 281 128 153 359 111
is_linear=0
shrinkage=0.0995203


Tree=4857
num_leaves=13
num_cat=0
split_feature=17 8 10 5 27 27 7 0 5 0 0 0
split_gain=0.00879049 0.0208427 0.00476823 0.0132868 0.00548363 0.0207169 0.00712708 0.00743194 0.0183863 0.00867042 0.00372327 0.0108987
threshold=0.51544000000000012 -0.077889999999999987 0.09056500000000002 0.63455500000000009 0.085370000000000015 0.087525000000000019 0.078295000000000017 -0.071799999999999989 1.0000000180025095e-35 -0.076154999999999987 -0.059114999999999994 -0.093765000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 9 -9 -1 11 -7
right_child=1 -3 -4 -5 5 10 -8 8 -10 -11 -12 -13
leaf_value=1.8292237808499157e-05 0.0020329832079605749 -0.0005353035446721868 0.00071779665543159727 -0.0016595064617284285 -0.0023100888461476893 0.00027783547495705089 -0.00086876389491999666 0.0009883839471410904 -3.2455953550371205e-05 -0.00074062393081614068 0.00053146220339173717 -0.0013028430044206432
leaf_weight=2168 67 58 86 49 48 117 85 268 498 160 75 68
leaf_count=2168 67 58 86 49 48 117 85 268 498 160 75 68
internal_value=0 0.000834749 -1.39868e-05 -3.20162e-05 -8.91158e-06 -0.000410041 2.96947e-05 5.46422e-05 0.000323636 -3.35153e-05 -5.61141e-05 -0.000298746
internal_weight=0 125 3622 3536 3487 308 3179 3094 766 2328 260 185
internal_count=3747 125 3622 3536 3487 308 3179 3094 766 2328 260 185
is_linear=0
shrinkage=0.0995203


Tree=4858
num_leaves=27
num_cat=0
split_feature=20 20 26 9 9 20 21 9 8 20 2 2 2 27 3 5 26 17 20 5 5 21 9 9 0 6
split_gain=0.00791248 0.0372705 0.00967224 0.0122026 0.0199671 0.0131583 0.0138991 0.0117223 0.0103283 0.0121294 0.00953323 0.019469 0.0139267 0.0108015 0.014667 0.00990823 0.0144834 0.00799837 0.00588772 0.0067664 0.0135984 0.00834783 0.00558164 0.0160318 0.00573592 0.00471151
threshold=-0.080434999999999993 -0.081189999999999998 0.086835000000000009 0.083715000000000026 0.084515000000000021 -0.086134999999999989 0.086155000000000023 0.089255000000000015 -0.087245000000000003 -0.084224999999999994 -0.086304999999999993 -0.085804999999999992 -0.086775000000000005 0.07784000000000002 0.090360000000000024 -0.016339999999999997 0.056820000000000016 0.51544000000000012 -0.078534999999999994 0.0076350000000000012 0.066275000000000014 0.087625000000000022 0.086965000000000028 0.084380000000000024 -0.08076499999999999 -0.0026549999999999998
decision_type=2 2 2 2 2 2 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 25 -4 -6 -10 12 -12 13 15 -15 16 -2 18 -13 21 -21 -20 23 -17 -24 -1
right_child=10 -3 7 4 8 -7 -8 -9 9 -11 11 17 -14 14 -16 22 -18 -19 19 20 -22 -23 24 -25 -26 -27
leaf_value=0.0014233441600870905 -5.1177973800224405e-05 -0.0028446316472232132 0.0016225424895664254 -0.0024070905920558151 0.00096290804822066591 0.0015527136885856838 -0.0010268385906735159 -0.00019905709841608988 -8.6704572580789086e-05 -0.0016194002685274828 0.0021041455188903209 0.00089185958291749569 -0.00188482154559493 -0.0019891565529742555 0.00028580635429209018 0.00010059064486830339 0.0022375368088658528 0.0010517949414709821 0.00029642214986011235 -0.0010668008820508303 7.3363873341467215e-05 -0.00022720289653947777 0.0010448708617575098 -0.0019616293830386207 -0.00013662654453820019 0
leaf_weight=46 64 52 66 54 51 60 90 73 156 77 51 89 48 64 49 110 47 91 1200 145 359 401 56 56 146 46
leaf_count=46 64 52 66 54 51 60 90 73 156 77 51 89 48 64 49 110 47 91 1200 145 359 401 56 56 146 46
internal_value=0 -0.000271211 -8.39561e-05 -0.000263657 -0.00065063 0.000273443 -0.000143796 0.000659986 -0.000313773 -0.000596731 8.64797e-05 0.000179918 -0.000253289 -0.00011962 -0.000995424 8.52803e-05 0.000910543 0.000136611 9.82795e-05 6.43378e-05 -0.000253036 0.000164759 -0.00016142 -0.000590167 0.000186865 0.000711151
internal_weight=0 771 719 580 338 242 182 139 284 233 2976 2336 640 592 113 479 111 2285 2194 2105 504 1601 368 166 202 92
internal_count=3747 771 719 580 338 242 182 139 284 233 2976 2336 640 592 113 479 111 2285 2194 2105 504 1601 368 166 202 92
is_linear=0
shrinkage=0.0995203


Tree=4859
num_leaves=31
num_cat=0
split_feature=20 20 17 20 3 3 8 4 0 8 0 6 3 18 21 0 3 4 18 8 17 18 4 3 9 0 9 17 26 17
split_gain=0.00674568 0.0253313 0.0079008 0.0196627 0.00920044 0.013577 0.0121094 0.00958107 0.0114532 0.00777673 0.0104702 0.00713123 0.00712041 0.0161279 0.00562673 0.0205965 0.00683175 0.0170802 0.00533266 0.0294023 0.00930384 0.00888008 0.00823982 0.00505372 0.00488172 0.0114856 0.00787318 0.00672065 0.0195458 0.011506
threshold=-0.080869999999999984 -0.081424999999999984 0.048755000000000014 -0.093704999999999997 0.097595000000000029 0.089485000000000023 -0.070134999999999989 0.09939000000000002 -0.068604999999999985 -0.085814999999999989 -0.086944999999999995 -0.03764 0.084505000000000011 -0.095799999999999982 -0.0086749999999999987 -0.082039999999999988 0.09049500000000002 0.10459000000000003 -0.01205 -0.085764999999999994 0.11012500000000003 0.081485000000000016 0.12205500000000002 0.084735000000000019 0.088710000000000025 0.12461500000000002 0.092855000000000021 0.0041300000000000009 0.087745000000000031 -0.0069749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -7 8 -6 -1 -11 -9 13 -2 15 16 -14 -18 19 -15 21 22 -20 -16 27 26 -26 29 -29 -25
right_child=12 -3 3 -5 7 6 -8 11 -10 10 -12 -13 14 18 23 -17 17 -19 20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00074220510778590814 -0.0018681508548597644 -0.0023758110798969096 0.0002221818251514726 -0.0022075553976216309 -0.00015062562543721191 0.00018459841934933025 0.0021528173212607901 -0.00059373648771243314 -0.0022336800218296757 -0.001591742341047558 0.00012683089470144564 0.0010992581124477162 0.0008557063168366599 -0.0012970475725571562 0.0010582663408802188 0.0024723233560420364 -0.0016931004113338141 0.00089026214714380751 0.000957615540912388 0.0020932988793232548 -0.001545409926348878 -0.00097043421621638057 -0.00043948029101156891 -0.00018859416119307236 0.00066353352385471796 -0.0010675581627962473 0.00010080891545742123 4.681265190456276e-05 -0.0017462903721177328 0.00060416430157721147
leaf_weight=75 56 52 79 56 58 61 65 49 49 55 95 49 73 46 53 47 51 50 98 56 48 70 72 559 374 65 734 198 86 268
leaf_count=75 56 52 79 56 58 61 65 49 49 55 95 49 73 46 53 47 51 50 98 56 48 70 72 559 374 65 734 198 86 268
internal_value=0 -0.000256862 -9.62193e-05 -0.000779646 6.82483e-05 0.000378916 0.00120645 -0.000459682 -0.0011122 -8.08635e-05 -0.000497855 0.000244408 7.79961e-05 -0.00028834 0.000142189 0.000622848 0.000118572 -0.000406103 -5.93961e-05 0.000556293 -0.000280295 -2.38611e-05 0.000361089 9.63845e-05 7.37057e-05 0.000215485 0.000291493 -7.5249e-05 -0.000493287 6.73196e-05
internal_weight=0 743 691 135 556 351 126 205 107 225 150 98 3004 446 2558 221 174 101 390 102 288 240 170 2337 2284 1173 1108 1111 284 827
internal_count=3747 743 691 135 556 351 126 205 107 225 150 98 3004 446 2558 221 174 101 390 102 288 240 170 2337 2284 1173 1108 1111 284 827
is_linear=0
shrinkage=0.0995203


Tree=4860
num_leaves=25
num_cat=0
split_feature=19 20 2 9 17 1 9 26 6 0 9 0 20 5 0 17 17 1 26 9 26 20 5 26
split_gain=0.0272834 0.00625954 0.00900617 0.00908437 0.016064 0.0343701 0.00968479 0.0118144 0.0117016 0.0229475 0.0117055 0.00910514 0.00745522 0.00570435 0.0120265 0.0347221 0.0291506 0.0123505 0.00753849 0.0393921 0.00897026 0.0046523 0.0073537 0.00672048
threshold=0.14107000000000006 -0.079154999999999989 0.096520000000000022 0.083955000000000016 -0.088525000000000006 -0.0092949999999999994 0.085945000000000021 0.08488500000000003 -0.085885000000000003 -0.090789999999999996 0.08895500000000002 -0.085605000000000001 -0.077849999999999989 -0.46244499999999994 -0.14075499999999999 -0.065004999999999993 0.021725000000000005 -0.0086750000000000004 0.12456500000000002 0.11296000000000002 0.11991000000000003 -0.034144999999999995 -0.49053999999999998 -0.076124999999999998
decision_type=2 2 2 2 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 11 9 -8 -10 -5 -3 21 15 17 -17 -15 20 -20 -16 -14 23 -23
right_child=-2 12 -4 6 5 -7 8 -9 10 -11 -12 -13 13 14 18 16 -18 -19 19 -21 -22 22 -24 -25
leaf_value=-0.0001251814962505115 -0.0024015200224137122 -0.0011809541921483742 -0.00071480025391263335 -0.0020127394594922762 -0.0003198988072323536 0.0029874336945244708 -6.2531781178295866e-05 0.00077268796134212622 -0.00094992103156173852 0.0026685477940440634 0.00046215534145155188 -9.9078105075505279e-05 -0.0011263539399628908 0.00041611247944877533 -4.4196543724652658e-05 0.0037751828838958014 0.00047751590352975771 -0.0017231345156916897 0.0021124737406840689 -0.0010324356319189494 -0.0013328632206450967 0.0011570121320524907 -0.0010516243889194549 -0.00024565505670357847
leaf_weight=84 46 55 82 54 52 76 63 47 80 58 212 47 71 61 2069 50 58 47 84 74 55 48 70 113
leaf_count=84 46 55 82 54 52 76 63 47 80 58 212 47 71 61 2069 50 58 47 84 74 55 48 70 113
internal_value=0 3.71242e-05 0.000273448 0.000379341 0.000935178 0.00163743 0.000167832 -0.000520462 0.000416467 0.00123982 7.24815e-05 -0.00113033 -3.33622e-05 -1.05278e-05 3.85627e-05 0.000748469 0.00201179 -0.000507277 -2.8274e-05 0.00063436 -7.79514e-05 -0.000419291 -0.000198425 0.000167447
internal_weight=0 3710 855 773 212 128 561 148 413 121 292 101 2855 2800 2498 216 108 108 2282 158 2124 302 231 161
internal_count=3756 3710 855 773 212 128 561 148 413 121 292 101 2855 2800 2498 216 108 108 2282 158 2124 302 231 161
is_linear=0
shrinkage=0.0995203


Tree=4861
num_leaves=31
num_cat=0
split_feature=19 20 20 20 21 8 8 0 1 1 17 17 1 18 17 9 9 9 8 21 2 20 1 1 5 6 9 9 2 0
split_gain=0.0221201 0.00506427 0.00775723 0.0165385 0.00677093 0.0204975 0.00715995 0.0102008 0.00630587 0.0222501 0.0109768 0.0363942 0.0107171 0.0152574 0.010678 0.00801348 0.00875866 0.00767978 0.0074018 0.0057802 0.0124587 0.010647 0.0103236 0.0103557 0.0102252 0.00697003 0.00499106 0.00452529 0.0106248 0.000192944
threshold=0.14107000000000006 -0.079154999999999989 -0.086734999999999993 -0.085204999999999989 0.08846500000000003 -0.076394999999999991 -0.086844999999999992 -0.088174999999999989 -0.083684999999999996 -0.082344999999999988 -0.013885 -0.0090649999999999984 -0.087944999999999995 -0.014319999999999999 -0.026504999999999997 0.11479000000000002 0.10892000000000003 0.097680000000000031 -0.045194999999999999 0.086155000000000023 -0.0043799999999999993 -0.097019999999999995 0.18123500000000006 -0.0076199999999999992 -0.0070049999999999999 -0.070864999999999997 0.091405000000000028 0.09550500000000002 -0.15884499999999999 -0.065229999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 6 -6 -5 -8 10 -10 14 -12 13 -13 27 16 17 -11 29 22 21 25 23 24 -1 -21 -7 28 -3 -17
right_child=-2 8 3 4 5 26 7 -9 9 15 11 12 -14 -15 -16 18 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00074644587360052079 -0.0021625202730931191 0.0014217424858200241 0.0023383557229624927 -0.0010592843984710094 0.0019522140348688358 0.00051189100016692485 0.0015149626899736287 -0.00028926040108655845 -0.0020354550064069382 -0.00016515146831533914 0.0032703134226790653 0.0021691691577462556 -0.00075428094708720941 -1.0926413170877481e-05 -0.0014969937127913208 -0.00014365092833250554 -0.0013388477642025762 0.00054578305744132989 0.0013477017284792595 -0.0014100943965203226 -0.0017881478762704986 0.0011521066640310933 -0.00097975075907098461 0.001797242791901564 0.0010662101216050701 0.00015029931605994965 -0.00094104936117546942 -0.00059054392307520797 2.1184119855720864e-05 0.00014459373944350728
leaf_weight=62 46 61 46 53 80 46 46 94 59 1492 46 47 77 96 46 46 58 167 72 51 50 54 48 55 61 62 47 86 456 46
leaf_count=62 46 61 46 53 80 46 46 94 59 1492 46 47 77 96 46 46 58 167 72 51 50 54 48 55 61 62 47 86 456 46
internal_value=0 3.32758e-05 0.000245853 0.000556833 0.000330688 0.000783207 -7.06956e-05 0.000297709 -3.0099e-05 -0.000131921 0.000184892 0.000723452 0.000187205 0.000699884 -3.45819e-05 -7.17793e-05 -0.000135651 -9.30932e-05 0.000591939 -4.15165e-05 -0.000410006 0 0.000308677 0.000660717 0.000145858 -0.000546705 -0.000213588 7.56211e-05 0.000188017 0
internal_weight=0 3710 855 412 366 173 193 140 2855 1940 915 266 220 143 649 1881 1717 1659 164 443 217 167 226 178 123 113 93 603 517 92
internal_count=3756 3710 855 412 366 173 193 140 2855 1940 915 266 220 143 649 1881 1717 1659 164 443 217 167 226 178 123 113 93 603 517 92
is_linear=0
shrinkage=0.0995203


Tree=4862
num_leaves=25
num_cat=0
split_feature=19 26 26 2 2 0 2 1 9 9 3 3 18 18 8 26 1 26 26 18 26 29 26 6
split_gain=0.0179361 0.00475652 0.015586 0.00816934 0.0292755 0.0240857 0.0360433 0.00982547 0.0220037 0.0220516 0.00877466 0.00917666 0.00601828 0.0142837 0.0237405 0.0137834 0.0390915 0.0160623 0.0149652 0.0270427 0.0171649 0.0130367 0.00748806 0.00610319
threshold=0.14107000000000006 0.093835000000000016 0.095245000000000024 -0.079149999999999984 -0.082644999999999982 -0.070134999999999989 -0.090919999999999987 -0.068094999999999989 0.094435000000000033 0.097365000000000021 0.09697500000000002 0.10134000000000003 -0.011569999999999999 -0.0063699999999999998 -0.08569499999999998 0.091195000000000012 -0.073844999999999994 0.090020000000000031 0.088605000000000017 -0.081229999999999983 0.08734500000000002 0.0061000000000000013 0.091025000000000023 0.083720000000000031
decision_type=2 2 2 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 5 6 -4 8 -5 -10 -9 -12 15 14 -14 17 -17 18 20 -20 -1 22 23 -15
right_child=-2 2 3 7 -6 -7 -8 10 9 -11 11 -13 13 21 -16 16 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00025646598736177268 -0.0019473058902437315 -0.0015289538886448816 -0.00072429888094948953 0.0022792548756557442 -0.0021635449879327875 -0.0014978738431394272 0.0032041945330072955 -0.0011657988827280385 -0.0012606023868491796 0.0013122753153751317 0.0013313596900893631 -0.00017205636400830513 0.00042033975261164194 0.00018374016452148438 -0.0022023914653535636 0.0034626745952340849 -0.00023661261638809427 -0.0012023054658275379 -0.00036103462946596436 0.0028947849785032637 -0.0012468427930560644 -0.0013024909973089838 0.0010598795907203089 -0.0003117606353146324
leaf_weight=897 46 77 46 62 74 49 46 68 67 65 49 222 62 999 75 48 68 81 46 55 82 67 79 326
leaf_count=897 46 77 46 62 74 49 46 68 67 65 49 222 62 999 75 48 68 81 46 55 82 67 79 326
internal_value=0 2.99423e-05 -0.000180452 -4.05406e-05 -0.000559263 0.000276895 0.00123105 0.000167164 0.000732739 1.43271e-07 -0.000154083 9.67584e-05 9.03906e-05 -3.72598e-05 -0.00100949 0.000251769 0.00128707 0.000147623 0.000249626 0.00140383 0.000129714 5.27311e-05 0.000117986 6.12104e-05
internal_weight=0 3710 825 748 215 141 92 533 194 132 339 271 2885 1608 137 1277 116 1161 1080 101 979 1471 1404 1325
internal_count=3756 3710 825 748 215 141 92 533 194 132 339 271 2885 1608 137 1277 116 1161 1080 101 979 1471 1404 1325
is_linear=0
shrinkage=0.0995203


Tree=4863
num_leaves=18
num_cat=0
split_feature=17 3 5 3 6 26 2 3 21 21 9 21 26 26 7 3 3
split_gain=0.0119688 0.0148746 0.0049259 0.0048488 0.0188531 0.0146416 0.0105966 0.0288566 0.00576454 0.0151175 0.0154387 0.0246056 0.0233342 0.00576101 0.005078 0.00526886 0.00517896
threshold=0.51734000000000024 0.09587500000000003 -0.54885499999999998 0.084065000000000015 0.087575000000000028 0.087625000000000022 -0.086934999999999998 0.083055000000000018 -0.0050399999999999993 -0.015149999999999999 0.083715000000000026 -0.091104999999999992 0.08425500000000001 0.080935000000000021 -0.075879999999999989 0.084505000000000011 0.084735000000000019
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 13 -8 9 10 11 -5 -12 -4 -10 -16 -17
right_child=1 -3 3 8 -6 -7 7 -9 14 -11 12 -13 -14 -15 15 16 -18
leaf_value=-0.0008562982311328027 0.00017015525413327222 -0.0020449553816604465 3.6790917676661316e-06 -0.00062525293732470361 0.0022732309592649051 0.001600875682869331 7.4147704728429455e-05 -0.0027420857754392376 0.0009934118553532878 0.0019971982430002891 -0.0018489135348577429 0.0022719590723009448 0.00028206504220432171 0.0015216346051826523 -0.00091300410656516319 0.00091734267169128552 -5.808093568489671e-05
leaf_weight=60 57 62 56 49 46 57 164 46 46 49 70 70 185 46 70 55 2568
leaf_count=60 57 62 56 49 46 57 164 46 46 49 70 70 185 46 70 55 2568
internal_value=0 -0.000977057 3.71821e-05 5.23981e-05 0.000372289 0.000133097 -0.000132432 -0.000538844 1.01548e-05 0.000352295 0.000134597 0.00107211 -0.000299699 0.000696273 -4.23851e-05 -6.03818e-05 -3.73158e-05
internal_weight=0 119 3637 3577 415 369 312 210 3162 423 374 119 255 102 2739 2693 2623
internal_count=3756 119 3637 3577 415 369 312 210 3162 423 374 119 255 102 2739 2693 2623
is_linear=0
shrinkage=0.0995203


Tree=4864
num_leaves=18
num_cat=0
split_feature=18 18 21 17 2 26 9 3 3 2 21 17 26 3 9 9 2
split_gain=0.00961512 0.0283583 0.0224998 0.0112803 0.0155136 0.00944771 0.0184718 0.00749359 0.0135564 0.00828461 0.00673013 0.00566412 0.00529491 0.0112154 0.00642202 0.00815757 0.0047027
threshold=0.088735000000000022 0.090795000000000028 0.14680000000000004 0.51734000000000024 -0.077604999999999993 0.11861500000000001 0.10407500000000001 0.089305000000000009 0.091405000000000028 -0.080604999999999996 0.13922500000000004 -0.053765 -0.2382 0.15108000000000005 0.12188500000000002 0.10591500000000002 -0.082404999999999992
decision_type=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 -7 9 -9 16 12 -10 -1 14 15 -14 -3
right_child=1 2 -4 4 -6 6 -8 8 11 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.00096131405082780844 -0.0019901311059676578 0.00037044905096822765 -0.0022493818656565143 -0.0023161175105192626 0.00024075738480225145 0.0022294024270848945 -0.00038805457860781496 -0.0016288183342918056 0.00051234324559020676 -0.00033811708397460415 0.0010490226333670035 -0.00038765691531663531 0.00010501925537940474 -0.0010939613307633191 0.0011240252408090494 -0.00071283178223500001 0.0017253769480927068
leaf_weight=65 90 61 46 46 47 52 54 71 100 88 72 223 2407 82 58 127 46
leaf_count=65 90 61 46 46 47 52 54 71 100 88 72 223 2407 82 58 127 46
internal_value=0 -0.000321392 -0.000117607 6.24477e-05 -0.00101513 2.23117e-05 0.000888258 -0.00013214 -0.000382892 0.00037031 9.83899e-05 -0.000106485 7.31018e-05 5.12048e-05 8.77489e-05 6.37068e-05 0.000960593
internal_weight=0 831 741 2904 93 695 106 589 394 195 2811 323 2739 2674 2592 2534 107
internal_count=3735 831 741 2904 93 695 106 589 394 195 2811 323 2739 2674 2592 2534 107
is_linear=0
shrinkage=0.0995203


Tree=4865
num_leaves=16
num_cat=0
split_feature=19 8 18 8 10 3 26 0 8 8 3 18 3 3 5
split_gain=0.00949827 0.0265421 0.0120717 0.0240787 0.00687421 0.00743613 0.0405484 0.0072005 0.00507911 0.0254648 0.0130347 0.0263669 0.0111541 0.00607047 0.00488129
threshold=0.13201000000000004 -0.07743499999999999 0.15891500000000006 -0.080659999999999996 0.09056500000000002 0.085035000000000013 0.089005000000000015 -0.14795 -0.050299999999999997 -0.057284999999999996 0.090695000000000012 0.086800000000000016 0.09339500000000002 0.086015000000000022 -0.0091849999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 7 -1 9 13 11 -10 -12 -7 -9
right_child=1 -3 3 -5 -6 8 -8 14 10 -11 12 -13 -14 -15 -16
leaf_value=0.0011714024360910563 -0.0027354476296212503 0.00030485984947662331 0.0002447155138229196 -0.0026668379123677656 0.00094737667572550874 0.00073302466874059511 -0.0024625592473565094 -0.00032023666304494935 -8.2761883227173218e-05 0.0023736092162036392 0.0010643145841681353 -0.0026525236053821168 -7.1279988383462294e-05 6.5801393763715945e-05 0.00035883198267461501
leaf_weight=48 47 71 65 49 81 147 75 334 137 51 100 56 592 1730 152
leaf_count=48 47 71 65 49 81 147 75 334 137 51 100 56 592 1730 152
internal_value=0 -0.000899173 7.99155e-06 -0.000999561 4.10146e-05 1.93214e-05 -0.000295669 7.13631e-06 8.78063e-05 0.00017857 -0.000109 -0.000832634 9.16403e-05 0.000118492 -0.000106169
internal_weight=0 118 3617 114 3503 3422 609 534 2813 1928 885 193 692 1877 486
internal_count=3735 118 3617 114 3503 3422 609 534 2813 1928 885 193 692 1877 486
is_linear=0
shrinkage=0.0995203


Tree=4866
num_leaves=17
num_cat=0
split_feature=6 17 8 3 26 22 17 17 2 2 2 26 6 3 3 2
split_gain=0.00711794 0.00739676 0.0168282 0.00664096 0.0319627 0.00742811 0.0097718 0.00852928 0.0051842 0.0179188 0.016907 0.0124337 0.00641471 0.00592425 0.0153855 0.00646777
threshold=0.21988000000000005 0.51734000000000024 -0.077604999999999993 0.085035000000000013 0.089005000000000015 0.079065000000000024 0.11180000000000002 -0.00067499999999999993 -0.080484999999999987 -0.080874999999999989 -0.080069999999999988 0.11377500000000003 0.090845000000000023 0.089655000000000026 0.086605000000000029 -0.069129999999999983
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 6 7 -1 9 11 -10 12 -5 14 -12 -15
right_child=-2 2 -4 8 -6 -7 -8 -9 10 -11 13 -13 -14 15 -16 -17
leaf_value=-0.00025888797958464004 -0.0010124579422453647 -0.0018277200732871484 0.00058341786514653105 0.0001191957442221922 -0.0021385978424763785 0.0011714625640803836 -0.0014629712491700789 0.00067305425317960551 -0.0018141624794403566 0.0018740145233519447 0.0009524190985603653 -0.0012560733920388924 0.00073920516826962658 0.00039952727636633769 -0.0010548754467995703 -5.7371274011099465e-05
leaf_weight=313 70 66 50 1009 79 49 48 141 51 63 52 59 199 469 136 881
leaf_count=313 70 66 50 1009 79 49 48 141 51 63 52 59 199 469 136 881
internal_value=0 4.14918e-07 -0.00078138 2.61988e-05 -0.00026651 4.15857e-07 -0.000112259 2.87447e-05 8.96538e-05 0.000234694 -3.12306e-05 0.000152535 0.000222011 2.73591e-05 -0.000495312 0.000100752
internal_weight=0 3665 116 3549 630 551 502 454 2919 1330 1589 1267 1208 1538 188 1350
internal_count=3735 3665 116 3549 630 551 502 454 2919 1330 1589 1267 1208 1538 188 1350
is_linear=0
shrinkage=0.0995203


Tree=4867
num_leaves=14
num_cat=0
split_feature=19 20 18 1 9 18 18 2 9 19 21 1 2
split_gain=0.00746032 0.0223687 0.0096851 0.0205708 0.00731145 0.00765672 0.0217396 0.00704207 0.0182767 0.0119001 0.00703397 0.00482884 0.00557328
threshold=0.13201000000000004 -0.045109999999999997 0.15891500000000006 -0.080689999999999998 0.13087500000000005 0.088735000000000022 0.090795000000000028 -0.072419999999999998 0.09310000000000003 0.082010000000000013 0.14236500000000005 -0.50954999999999984 -0.24163499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 10 -7 8 -8 -9 11 -1 -13
right_child=1 -3 3 -5 -6 6 7 9 -10 -11 -12 12 -14
leaf_value=0.00084650442450691322 0.00043138401853504366 -0.0023151970216980307 0.0004546479529300249 -0.002209816276031582 0.00095015693036972556 -0.0017305986729455696 -0.00037492275437765417 -0.0012745428590203887 0.0010848974863234126 0.00035196638505791204 0.0012224533946931459 -0.00094031285709416258 6.2501090421920267e-05
leaf_weight=76 65 53 56 58 85 90 215 102 140 78 53 56 2608
leaf_count=76 65 53 56 58 85 90 215 102 140 78 53 56 2608
internal_value=0 -0.000795313 8.65798e-06 -0.000893776 3.82601e-05 1.53432e-05 -0.000299243 -5.69236e-05 0.000198475 -0.000565174 8.60324e-05 6.37517e-05 4.11136e-05
internal_weight=0 118 3617 114 3503 3418 625 535 355 180 2793 2740 2664
internal_count=3735 118 3617 114 3503 3418 625 535 355 180 2793 2740 2664
is_linear=0
shrinkage=0.0995203


Tree=4868
num_leaves=11
num_cat=0
split_feature=19 21 18 26 26 9 3 26 3 3
split_gain=0.0172303 0.00959401 0.00930049 0.0139428 0.00915842 0.0112806 0.00613139 0.0263827 0.0182248 0.00163736
threshold=0.14071500000000006 0.15544000000000005 0.14808000000000004 0.10353500000000003 -0.23202999999999999 0.13087500000000005 0.090595000000000023 0.11215000000000001 0.096035000000000023 0.096775000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 6 7 -6 -8 -4
right_child=-2 -3 3 -5 5 -7 8 -9 -10 -11
leaf_value=-0.001041451633735042 0.0018541346631233894 0.0011449829793911054 -0.00056874855806665668 -0.0022819753128351834 2.8112402487512599e-05 0.0013567215307134278 -0.00064755602346710985 0.0021393293214066276 5.1229729961132623e-05 0.00025536382218209767
leaf_weight=87 48 66 48 46 1532 59 530 61 1216 46
leaf_count=87 48 66 48 46 1532 59 530 61 1216 46
internal_value=0 -4.34573e-05 -6.5321e-05 -0.000860887 -3.31265e-05 -7.06911e-06 -3.14124e-05 0.00010947 -0.000160419 -0.000156751
internal_weight=0 3691 3625 140 3485 3398 3339 1593 1746 94
internal_count=3739 3691 3625 140 3485 3398 3339 1593 1746 94
is_linear=0
shrinkage=0.0995203


Tree=4869
num_leaves=29
num_cat=0
split_feature=17 26 26 26 17 17 2 2 8 2 26 26 18 3 26 3 11 3 3 2 2 4 1 20 8 3 30 4
split_gain=0.00750841 0.0194936 0.0071482 0.0241884 0.0444627 0.0120474 0.023696 0.0484353 0.0502019 0.0454938 0.0282326 0.0194992 0.0158591 0.0229226 0.0141861 0.0108646 0.00885511 0.00849859 0.0129712 0.0176177 0.0279163 0.0131728 0.015122 0.00712633 0.00662916 0.00659935 0.00554778 0.00597633
threshold=0.51544000000000012 0.089545000000000027 0.08734500000000002 0.088015000000000024 -0.010239999999999999 -0.015464999999999998 -0.08237499999999999 -0.086050000000000001 -0.082934999999999995 -0.080254999999999993 0.09032500000000003 0.092385000000000023 -0.034774999999999993 0.08777500000000002 0.094025000000000011 0.090595000000000023 -0.37931999999999999 0.086850000000000024 0.088605000000000017 -0.082594999999999988 -0.086254999999999984 0.11834000000000001 0.42266000000000009 0.10634000000000003 -0.079585000000000003 0.086335000000000023 0.086455000000000018 0.08024000000000002
decision_type=2 2 2 2 2 2 2 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 16 4 -4 11 7 -7 -9 -8 -11 12 24 -14 -13 -16 -1 25 19 20 -19 23 -23 -20 -5 26 27 -18
right_child=1 -3 3 5 -6 6 9 8 -10 10 -12 14 13 -15 15 -17 17 18 21 -21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=-0.0012169027919583378 -0.0002399501111934106 0.002291273657421467 -0.0037595036548293353 0.0010213191801421901 0 0.00054851281289996232 0.0021118385384207355 -0.0049376098977213234 -0.00054483476067238338 -0.0025765936779614885 -0.00014443515492386347 -0.0016872473184182724 0 0.0028097045029694882 0.0011115445672469798 -0.00025761389477898665 -0.00019288234545191383 0.001448025795406962 -9.730662980988501e-05 0.0023083584286869279 -0.0013852146368850675 0.00011830330120699443 0.0020233712309410744 0.0009899055205848631 -0.00042662862822552241 -0.0012994174466579179 -0.00091054156485118195 0.00051108750178595753
leaf_weight=51 77 49 52 52 78 76 83 52 52 53 447 55 46 75 73 268 401 89 884 67 56 99 72 64 78 48 72 170
leaf_count=51 77 49 52 52 78 76 83 52 52 53 447 55 46 75 73 268 401 89 884 67 56 99 72 64 78 48 72 170
internal_value=0 0.000737918 -4.34625e-05 -0.000206018 -0.00150535 -8.56409e-05 -0.000353943 -0.00135222 -0.00274909 -4.43215e-05 -0.000403881 0.000229499 0.000916339 0.00173694 -0.000203779 3.30899e-05 7.69027e-05 0.000109941 0.000257197 0.000971521 0.000348163 0.000121134 0.000925225 -2.30448e-05 0.000146254 -0.000172519 -8.71228e-05 1.52722e-05
internal_weight=0 126 3613 1540 130 1410 763 180 104 583 500 647 251 121 396 341 2073 2022 1331 212 145 1119 171 948 130 691 643 571
internal_count=3739 126 3613 1540 130 1410 763 180 104 583 500 647 251 121 396 341 2073 2022 1331 212 145 1119 171 948 130 691 643 571
is_linear=0
shrinkage=0.0995203


Tree=4870
num_leaves=17
num_cat=0
split_feature=19 21 6 6 9 18 18 6 0 0 29 0 0 9 2 9
split_gain=0.013686 0.00773391 0.00859153 0.0230137 0.0322991 0.0344986 0.0229131 0.00595174 0.00587363 0.0156073 0.00823282 0.00578882 0.0118244 0.0129927 0.0127113 0.00150911
threshold=0.14071500000000006 0.15544000000000005 0.090460000000000026 0.088565000000000019 0.08758500000000001 0.089365000000000014 0.15374500000000005 0.087670000000000012 -0.068604999999999985 -0.071029999999999996 -0.083709999999999993 -0.063914999999999986 -0.072274999999999992 0.097365000000000021 -0.076524999999999996 0.085525000000000032
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 -6 11 8 9 -1 -10 12 13 -4 -14 -9
right_child=-2 -3 6 4 5 -7 -8 15 10 -11 -12 -13 14 -15 -16 -17
leaf_value=1.7847509093463875e-05 0.0016539760119035295 0.0010297602686811019 -0.00027662596437598897 -0.00055435033135508454 0.00043107366725455361 0.0038971528014084024 -0.0025081626423262898 -0.00041403918448078395 -0.0015081759682766289 0.0018002225201148403 -0.0001768858691211231 0.00058596936972335489 -0.0024759562090261155 0.0014545316727330975 -0.00025970144619815344 -0.0012470426146804524
leaf_weight=1860 48 66 488 72 59 56 46 48 50 50 619 79 48 47 57 46
leaf_count=1860 48 66 488 72 59 56 46 48 50 50 619 79 48 47 57 46
internal_value=0 -3.72226e-05 -5.68749e-05 2.20951e-05 0.00108963 0.00212602 -0.000353179 -5.22822e-05 -2.36041e-05 6.49352e-05 -0.000277608 -0.000214169 -0.000314216 -0.000123013 -0.00128064 -0.000830388
internal_weight=0 3691 3625 2860 187 115 765 2673 2579 1910 669 719 640 535 105 94
internal_count=3739 3691 3625 2860 187 115 765 2673 2579 1910 669 719 640 535 105 94
is_linear=0
shrinkage=0.0995203


Tree=4871
num_leaves=40
num_cat=0
split_feature=1 26 26 6 3 21 6 0 2 21 3 3 2 0 1 26 6 1 18 9 18 3 3 1 2 9 18 3 3 18 9 9 9 20 9 21 3 3 21
split_gain=0.00686787 0.0120637 0.0528496 0.0110528 0.0096721 0.017704 0.0251862 0.0211906 0.0112954 0.0112916 0.00978053 0.010223 0.00970415 0.0118119 0.00855385 0.00912624 0.00852404 0.00815465 0.00710679 0.0211583 0.00980457 0.0142868 0.0359823 0.0436244 0.0229213 0.0213438 0.0175452 0.00856866 0.0141409 0.0101403 0.00779743 0.00694477 0.0203396 0.00704932 0.0180056 0.0063247 0.00554649 0.0100608 0.00602267
threshold=0.0015850000000000003 0.08709500000000002 0.08896500000000003 -0.0048649999999999995 0.087570000000000023 -0.012349999999999998 -0.011749999999999998 -0.083885000000000001 -0.083665000000000003 0.089125000000000024 0.086965000000000028 0.08622500000000001 -0.084869999999999987 -0.092474999999999988 0.0052600000000000017 0.084165000000000031 -0.093155000000000002 -0.014549999999999999 0.15374500000000005 0.088510000000000019 -0.0060599999999999994 0.090595000000000023 0.087675000000000017 -0.079844999999999985 -0.076524999999999996 0.092605000000000021 0.10861000000000003 0.081685000000000021 0.083815000000000014 -0.015440000000000001 0.086965000000000028 0.11351500000000002 0.099125000000000033 -0.077724999999999989 0.091485000000000025 0.094380000000000019 0.16149500000000003 0.14166500000000004 -0.032929999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 14 -3 4 10 6 -6 -8 17 16 11 12 -1 -14 -2 36 -10 -7 20 -20 27 22 30 -24 25 -23 -26 -5 -29 -30 -22 32 33 -4 -35 -11 37 38 -16
right_child=1 2 31 18 5 8 7 -9 9 35 -12 -13 13 -15 15 -17 -18 -19 19 -21 21 24 23 -25 26 -27 -28 28 29 -31 -32 -33 -34 34 -36 -37 -38 -39 -40
leaf_value=0.00076426816684832077 -0.0011909465367593974 -0.0037627724475340816 0.0004791355976507737 -0.0013800294766407137 0.0033925591184242238 0.00023870832001640979 0.0019159755980786466 -0.00090385575227469562 0.00047559965715741756 -0.00051649349084195435 -0.0013715087323370593 0.0014126228154999866 0.00026640225262689044 -0.0018537100674547594 -0.00079322339249322837 0.0014332844765993194 0.0023509555272010893 -0.0013066821837143083 0.00059381041967603563 -0.0023071229448377397 0.00035864971850350301 -0.0026778215926362729 0.0045501298890318941 0.00042869823095445465 -8.2086936258757209e-05 -0.00024844698042096754 0.0022658494987368139 0.0015105425852161793 -8.4892743105853245e-05 -0.00099580747667167308 -0.00096778883085506956 -0.0011429512838528509 0.0016468701188301928 0.00011379687833100358 -0.0020525963191900839 0.0005536436904433076 -0.00092648098933595011 0.0013831505126078712 0.00011697913848995584
leaf_weight=61 54 48 57 60 48 69 58 48 47 80 52 49 50 53 86 48 52 65 48 51 190 52 46 58 90 118 48 48 701 147 57 66 58 88 66 170 57 55 440
leaf_count=61 54 48 57 60 48 69 58 48 47 80 52 49 50 53 86 48 52 65 48 51 190 52 46 58 90 118 48 48 701 147 57 66 58 88 66 170 57 55 440
internal_value=0 -0.000219816 -0.000673257 7.43679e-05 0.000356512 0.000566972 0.0014973 0.000631348 0.00026865 0.00056797 -0.000146298 0.000148972 -0.000223591 -0.000816582 1.3764e-05 0.000109789 0.0014689 -0.000504812 -7.3634e-05 -0.000892341 -2.29401e-05 0.000271838 0.000706464 0.00225951 -0.000220809 -0.000996366 0.000728655 -0.000226996 -0.00014887 -0.000243764 4.92341e-05 -0.000228136 -6.39956e-07 -0.00045739 -0.000809342 0.000207925 8.93234e-06 0.000102112 -3.0281e-05
internal_weight=0 1123 383 2616 902 637 154 106 483 349 265 213 164 103 740 686 99 134 1714 99 1615 659 351 104 308 170 138 956 896 848 247 335 269 211 154 250 638 581 526
internal_count=3739 1123 383 2616 902 637 154 106 483 349 265 213 164 103 740 686 99 134 1714 99 1615 659 351 104 308 170 138 956 896 848 247 335 269 211 154 250 638 581 526
is_linear=0
shrinkage=0.0995203


Tree=4872
num_leaves=12
num_cat=0
split_feature=6 10 29 6 6 3 23 4 2 1 1
split_gain=0.0290911 0.0295576 0.0159993 0.0273364 0.00931283 0.011611 0.0101315 0.00911981 0.00809603 0.00628294 0.00548005
threshold=0.23663500000000004 0.091080000000000022 0.093650000000000025 -0.085885000000000003 -0.25061999999999995 0.14823500000000003 -0.046924999999999994 0.12631500000000004 0.35004500000000011 0.40780000000000011 0.15756500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -8 9 10 -6
right_child=-2 -3 3 -5 8 -7 7 -9 -10 -11 -12
leaf_value=-0.0013861016539244619 -0.0023421479716005818 -0.0019136921800086634 0.0029611882554130141 -0.00028503784612471595 4.4392096535046102e-05 -0.0019783827514936463 -0.00071156547357811774 0.00099023460071064116 0.0012631478357608464 -0.00088325272289303597 0.00062432104229604259
leaf_weight=52 52 76 50 52 2991 47 54 73 56 69 171
leaf_count=52 52 76 50 52 2991 47 54 73 56 69 171
internal_value=0 2.82548e-05 6.93078e-05 0.00129822 3.33931e-05 -0.000584148 -0.00021349 0.000260189 7.61017e-05 5.52743e-05 7.60134e-05
internal_weight=0 3691 3615 102 3513 226 179 127 3287 3231 3162
internal_count=3743 3691 3615 102 3513 226 179 127 3287 3231 3162
is_linear=0
shrinkage=0.0995203


Tree=4873
num_leaves=14
num_cat=0
split_feature=20 20 7 9 9 9 17 18 9 18 9 2 0
split_gain=0.0326931 0.0207802 0.0231799 0.00449742 0.0153243 0.0111503 0.0217645 0.00661654 0.0171196 0.00654071 0.00465885 0.00811226 0.00457826
threshold=0.24030500000000005 -0.40431 0.093110000000000012 0.092855000000000021 0.092150000000000024 0.094085000000000016 -0.040099999999999997 -0.12363 0.097200000000000022 -0.086064999999999989 0.091310000000000016 -0.082275000000000001 -0.229625
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 6 -5 8 -7 -9 12 -12 -3
right_child=-2 2 -4 5 -6 7 -8 9 -10 -11 11 -13 -14
leaf_value=-0.0018833537236712572 -0.0021504523929814275 -0.00048974970300437362 0.0019280636970810184 -0.0026875707228215156 0.001375148221081673 0.0021423227450866268 0.0001332961718404117 -0.0012602693698526882 -0.00013339428174885258 -7.5555006537016768e-05 -0.001568293541841835 0.00018692344725040549 0.0001143415598706519
leaf_weight=55 69 131 65 48 90 47 61 50 106 634 47 57 2283
leaf_count=55 69 131 65 48 90 47 61 50 106 634 47 57 2283
internal_value=0 3.60525e-05 6.5449e-05 3.11528e-05 9.87702e-05 -0.000154394 -0.00110141 -3.00891e-05 0.000560332 -0.000163354 5.28239e-05 -0.000598429 8.12203e-05
internal_weight=0 3674 3619 3554 2608 946 109 837 153 684 2518 104 2414
internal_count=3743 3674 3619 3554 2608 946 109 837 153 684 2518 104 2414
is_linear=0
shrinkage=0.0995203


Tree=4874
num_leaves=11
num_cat=0
split_feature=20 6 7 6 9 9 9 8 18 8
split_gain=0.0265085 0.0219248 0.0154875 0.00569267 0.00529431 0.0122923 0.0137694 0.00669116 0.0116263 0.0105571
threshold=0.24030500000000005 0.23663500000000004 0.093110000000000012 0.15358000000000002 0.098720000000000016 0.097680000000000031 0.09697500000000002 -0.012839999999999999 0.0020050000000000003 -0.053049999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 9 -9 -6
right_child=-2 -3 -4 -5 7 -7 -8 8 -10 -11
leaf_value=6.5855414670140834e-05 -0.0019364388422660431 -0.0019961107111450033 0.0015964540595293545 0.00092928604189489498 -0.00033267871645942904 0.0016448352725684497 -0.0016690515774060721 -0.0012991408008463773 0.0002950569890781631 0.0010989109909826046
leaf_weight=2926 69 52 64 69 204 48 46 128 69 68
leaf_count=2926 69 52 64 69 204 48 46 128 69 68
internal_value=0 3.24202e-05 6.17692e-05 3.39338e-05 1.59923e-05 6.4526e-05 3.87274e-05 -0.000294782 -0.000736612 2.22092e-05
internal_weight=0 3674 3622 3558 3489 3020 2972 469 197 272
internal_count=3743 3674 3622 3558 3489 3020 2972 469 197 272
is_linear=0
shrinkage=0.0995203


Tree=4875
num_leaves=10
num_cat=0
split_feature=27 6 29 6 27 23 8 1 2
split_gain=0.0218422 0.0216122 0.017169 0.00600298 0.00859423 0.00875824 0.00665273 0.00618488 0.00985414
threshold=0.11410500000000003 0.23663500000000004 0.093650000000000025 -0.25061999999999995 0.092175000000000021 -0.022119999999999997 -0.51030999999999993 -0.52333999999999992 0.31326500000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5 -8 -9
right_child=-2 -3 -4 6 -6 -7 7 8 -10
leaf_value=0 -0.0017707989885488401 -0.0020907004738612012 0.0014633144204188196 0.0012465628507248342 0.00043791380867668389 -0.0015150398334840135 -0.00087748039490809649 3.8180957303629004e-05 0.0014072694990772295
leaf_weight=66 68 47 84 46 70 91 71 3147 53
leaf_count=66 68 47 84 46 70 91 71 3147 53
internal_value=0 2.92344e-05 5.69234e-05 2.33581e-05 -0.000471368 -0.000881994 5.74616e-05 4.0489e-05 6.11123e-05
internal_weight=0 3675 3628 3544 227 157 3317 3271 3200
internal_count=3743 3675 3628 3544 227 157 3317 3271 3200
is_linear=0
shrinkage=0.0995203


Tree=4876
num_leaves=27
num_cat=0
split_feature=18 17 9 18 9 9 9 18 9 2 3 3 5 0 8 3 3 5 0 9 3 1 9 9 5 5
split_gain=0.00872594 0.0195901 0.01078 0.0299159 0.0124884 0.0102431 0.00619553 0.0246262 0.0141049 0.00610283 0.0157888 0.013477 0.0131853 0.0122158 0.0117441 0.0128343 0.010299 0.00894362 0.00530128 0.0137507 0.0116789 0.0245179 0.00932668 0.0085587 0.00485712 0.00480712
threshold=-0.089929999999999996 0.052150000000000009 0.084595000000000017 -0.085709999999999995 0.084795000000000023 0.084380000000000024 0.084055000000000032 -0.020389999999999998 0.083715000000000026 -0.076954999999999996 0.099655000000000021 0.092200000000000018 0.2686150000000001 -0.068604999999999985 -0.079585000000000003 0.087570000000000023 0.085795000000000024 0.51390500000000017 0.019150000000000004 0.098720000000000016 0.084895000000000012 -0.081224999999999992 0.13087500000000005 0.11296000000000002 0.51390500000000017 0.018455000000000003
decision_type=2 2 2 2 2 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 -2 -4 6 7 -5 -9 11 12 14 -11 -13 15 16 -1 -12 20 -20 21 -6 23 -22 -15 -16
right_child=2 -3 4 5 18 -7 -8 8 -10 10 17 13 -14 24 25 -17 -18 -19 19 -21 22 -23 -24 -25 -26 -27
leaf_value=0.00042554972518864254 0.00273413870424983 -0.0021730641154919885 -0.001591168382061963 0.0018553824740913662 0.0025557487619507872 0.0016360156620296622 -0.00088625503825790289 0.00021529519129564461 -0.0013910821343392013 -0.00045603372425552312 -0.0020444225659603031 0.0017999551406555944 0.0016793606823354008 0.00080503262334055085 -0.00047331180346253969 0.0015375673985306227 -0.0014621623241939845 -0.00041734778991736588 0.00038673876831134366 -0.0018395473864203852 3.0550313243802293e-05 -0.00011613399898434077 0.0011497587302286409 -0.00089591761813123834 -0.00060133565905208248 -0.0019417543972354066
leaf_weight=66 52 48 47 88 57 53 48 798 58 75 66 73 46 48 46 49 50 71 60 50 1432 83 69 106 49 46
leaf_count=66 52 48 47 88 57 53 48 798 58 75 66 73 46 48 46 49 50 71 60 50 1432 83 69 106 49 46
internal_value=0 -0.000228733 0.000154 0.000402515 1.03866e-05 0.000285708 0.000212739 0.000269488 0.000105495 -9.12926e-05 -0.000474164 0.000138127 0.000349004 0.000826899 -0.000314296 0.000183751 -0.000381062 -0.00120717 5.13623e-05 -0.000617768 9.39627e-05 0.000965857 1.74948e-05 -3.27702e-05 8.61598e-05 -0.00121643
internal_weight=0 733 3001 1097 1904 1045 992 944 856 685 258 427 121 170 257 165 116 137 1857 110 1747 140 1607 1538 97 92
internal_count=3734 733 3001 1097 1904 1045 992 944 856 685 258 427 121 170 257 165 116 137 1857 110 1747 140 1607 1538 97 92
is_linear=0
shrinkage=0.0995203


Tree=4877
num_leaves=25
num_cat=0
split_feature=18 18 5 5 5 3 3 3 8 2 26 1 18 21 9 9 26 5 18 26 26 26 26 2
split_gain=0.00736811 0.0334194 0.0126434 0.0332923 0.010612 0.0107603 0.0275181 0.017923 0.0147969 0.0127644 0.00881757 0.0120427 0.00866093 0.00635561 0.00556667 0.0130997 0.00914715 0.0382962 0.0287417 0.00563822 0.00747412 0.0180135 0.00682503 0.00528011
threshold=-0.085834999999999995 -0.083039999999999989 -0.0038499999999999997 -0.0070049999999999999 0.0016150000000000003 0.091065000000000021 0.08844500000000001 0.098455000000000029 -0.073999999999999996 -0.095204999999999998 0.085155000000000022 -0.0088199999999999997 -0.093130000000000004 -0.10962999999999999 0.084485000000000018 0.084155000000000021 0.085855000000000029 -0.011514999999999999 -0.020999999999999998 -0.231015 0.085355000000000028 0.084685000000000024 0.086420000000000011 -0.086254999999999984
decision_type=2 2 2 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 -4 6 23 -7 -9 -10 11 12 -1 -3 15 16 18 -18 -15 -16 21 -21 -22 -6
right_child=1 13 4 -5 5 7 -8 8 9 -11 -12 -13 -14 14 19 -17 17 -19 -20 20 22 -23 -24 -25
leaf_value=0.00036548855147196414 0.0024539458911444949 0.0012228287502866234 0.0011000767113427882 -0.0031341932025059651 -0.00064257936502716605 0.0016359598573145674 -0.0025837238642520436 0.0013057676888055532 0.00071912803249512386 -0.00093540291901391933 -0.0013123796897514602 0.0014929250997495892 -0.0014488271016317863 0.0023712874997658755 0.0010025457269810278 0.0018559896809950368 0.00049333123859019758 -0.002699639649745695 0.00014841367458288653 -0.00017901211272615023 0.00097453352044633986 -0.0021779794224978275 1.5455595337485833e-06 0.00060528634841485829
leaf_weight=59 61 49 84 48 60 71 55 57 63 169 54 47 46 63 51 49 124 53 689 370 76 51 1209 76
leaf_count=59 61 49 84 48 60 71 55 57 63 169 54 47 46 63 51 49 124 53 689 370 76 51 1209 76
internal_value=0 0.000149082 -0.000178892 -0.000772538 5.72775e-05 -0.000100212 -0.000705015 0.000218396 -0.000127031 -0.000482584 -0.000218275 0.000165035 -0.000421558 9.82861e-05 7.78396e-05 0.000268222 0.000183594 -0.000458132 0.000335727 -2.76672e-05 -5.89447e-05 -0.000423112 5.9729e-05 4.8738e-05
internal_weight=0 2845 889 254 635 551 191 360 289 232 206 152 105 2784 2735 978 929 177 752 1757 1706 421 1285 136
internal_count=3734 2845 889 254 635 551 191 360 289 232 206 152 105 2784 2735 978 929 177 752 1757 1706 421 1285 136
is_linear=0
shrinkage=0.0995203


Tree=4878
num_leaves=23
num_cat=0
split_feature=20 17 21 18 3 18 9 3 17 9 17 11 11 17 18 17 2 17 20 2 26 0
split_gain=0.00830432 0.021757 0.0277613 0.010491 0.0162169 0.0157017 0.00802399 0.00641987 0.00640066 0.0119351 0.00796911 0.00591769 0.00803575 0.00648739 0.00610703 0.00568556 0.00820659 0.00741108 0.0154495 0.0116907 0.00926846 0.00368928
threshold=-0.083330000000000001 0.11180000000000002 0.086410000000000028 -0.030229999999999996 0.08400500000000001 -0.021369999999999997 -0.020035000000000001 0.08511500000000001 -0.53447999999999996 0.09550500000000002 0.021725000000000005 -0.15511999999999998 -0.084924999999999987 0.42451000000000011 0.11769500000000002 -0.45380999999999999 0.094050000000000022 -0.088734999999999994 -0.15314999999999998 -0.088114999999999985 0.08488500000000003 -0.086944999999999995
decision_type=2 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 -3 4 -2 -5 -6 -8 9 -9 -10 -7 -13 14 -14 -1 17 18 -17 -19 -21 -15
right_child=3 2 -4 5 6 11 7 8 10 -11 -12 12 13 21 -16 16 -18 19 -20 20 -22 -23
leaf_value=0.00095237179263003098 -0.0017877882648830918 0.0033716405464914046 0 0.0016796844573853994 -0.0012507221444767185 0.0010106896703031536 0.00091411870603226543 0.0014601294965629862 -0.00044243376294433775 -0.00062722477909130873 0.00026626332684909226 -0.0012192202907899948 5.4964169542276151e-05 -0.0013616537380984797 0.00060158169293446037 0.00030008019467227942 0.001016781565821612 0.0011275398559381167 -0.0022657026893823265 -0.00095411050030816532 0.00057518373123670394 -8.0894868907633292e-05
leaf_weight=71 64 51 46 63 62 66 60 63 573 47 215 48 1584 46 233 46 64 73 46 105 62 46
leaf_count=71 64 51 46 63 62 66 60 63 573 47 215 48 1584 46 233 46 64 73 46 105 62 46
internal_value=0 0.000415726 0.00177268 1.00426e-06 -0.000249885 0.000131773 -0.000152587 -8.06627e-05 -0.000148041 0.000560818 -0.000248032 8.3163e-05 5.14638e-05 8.38428e-05 0.000125509 0.000132123 -1.28751e-05 -0.000213829 -0.000973914 7.4126e-05 -0.000381447 -0.000730173
internal_weight=0 564 97 3170 1084 2086 1020 958 898 110 788 2023 1957 1909 1817 467 396 332 92 240 167 92
internal_count=3734 564 97 3170 1084 2086 1020 958 898 110 788 2023 1957 1909 1817 467 396 332 92 240 167 92
is_linear=0
shrinkage=0.0995203


Tree=4879
num_leaves=36
num_cat=0
split_feature=1 0 26 0 26 0 0 0 26 18 3 3 3 3 17 17 1 3 18 18 3 3 8 8 1 26 6 17 8 1 3 17 17 17 4
split_gain=0.00509441 0.00707111 0.0159631 0.0282216 0.00958805 0.0227397 0.0597886 0.0145138 0.00982072 0.00804328 0.0266339 0.0111997 0.0184054 0.00824482 0.00737598 0.0345058 0.0108508 0.0114779 0.010601 0.00922931 0.00845647 0.00807202 0.00689965 0.0145919 0.00560056 0.0290241 0.00871447 0.00570131 0.00829898 0.00766541 0.00934062 0.00749698 0.0132032 0.00871134 0.00936529
threshold=-0.087734999999999994 -0.057604999999999996 0.10393000000000002 -0.051394999999999996 0.085945000000000021 -0.087300000000000003 -0.085605000000000001 -0.065229999999999996 0.084735000000000019 0.089365000000000014 0.10871500000000002 0.093245000000000022 0.10377500000000002 0.086535000000000015 -0.015464999999999998 -0.0096999999999999986 -0.080689999999999998 0.090360000000000024 0.089020000000000016 -0.019539999999999998 0.084735000000000019 0.087325000000000028 0.10851500000000001 -0.066829999999999987 -0.09225499999999999 0.086515000000000022 0.087975000000000012 -0.16207999999999997 -0.078704999999999997 -0.17548999999999998 0.10636500000000003 -0.12647999999999998 -0.09744499999999999 -0.065699999999999995 0.11541000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 4 3 -3 5 9 -7 8 -8 11 -11 13 -13 -2 16 -16 17 -6 19 -18 -17 -22 23 -5 27 -26 -27 28 -1 30 -30 -29 -33 -34 -35
right_child=1 2 -4 22 14 6 7 -9 -10 10 -12 12 -14 -15 15 20 18 -19 -20 -21 21 -23 -24 -25 25 26 -28 31 29 -31 -32 32 33 34 -36
leaf_value=-0.001300164501638307 -3.703876937860263e-05 -0.0028414284308062466 0.0011870040876482241 -0.00059074505007349228 0.0022798964728824415 0.0038894587492468184 0.00046311433554963602 0.00211615734938523 -0.0011204232041724649 0.0018714685283944326 -0.0010408730359942389 0.0015586178102170469 -7.0304956271614692e-05 -0.0010016416149944381 -0.0025216891241586258 0.00091583424941954527 2.4848009583817728e-05 0.00011675772850792744 -0.00089398147258238335 0.0013526976392638293 -0.00086965414822211566 1.5387581001574309e-05 -0.0011802229403151266 0.0015923133046961487 -0.0027439611711658944 0.0011212922864105657 -0.0005877387750118007 0.0011045800961476881 -0.0012484536093953314 0.0010114099226670558 0.00042692956878313305 -0.0013168316170483951 0.0014223596313642382 -0.00038140039038767493 0.0012297902340608453
leaf_weight=72 214 49 53 79 51 60 242 46 46 84 49 92 268 151 58 87 205 48 87 70 120 672 46 49 48 52 68 75 68 50 63 61 55 149 47
leaf_count=72 214 49 53 79 51 60 242 46 46 84 49 92 268 151 58 87 205 48 87 70 120 672 46 49 48 52 68 75 68 50 63 61 55 149 47
internal_value=0 0.000118822 -0.000359618 -0.000730872 0.000168961 0.000369013 0.000995086 0.000472687 0.000207346 8.05614e-05 0.000792346 -4.88851e-05 0.000343701 -0.000438337 -9.61268e-06 -0.000170523 0.000315668 0.00123937 6.07909e-05 0.000365823 -1.44519e-05 -0.000117676 -0.000131815 0.000238562 -0.000163208 -0.000674817 0.00014602 -2.76317e-05 -0.000396131 -3.19918e-05 -0.000436486 0.000211158 -9.83315e-07 0.000315543 7.80086e-07
internal_weight=0 2926 276 223 2650 1252 394 334 288 858 133 725 360 365 1398 937 461 99 362 275 879 792 174 128 808 168 120 640 253 181 131 387 312 251 196
internal_count=3734 2926 276 223 2650 1252 394 334 288 858 133 725 360 365 1398 937 461 99 362 275 879 792 174 128 808 168 120 640 253 181 131 387 312 251 196
is_linear=0
shrinkage=0.0995203


Tree=4880
num_leaves=22
num_cat=0
split_feature=1 2 8 8 26 2 8 0 9 2 5 26 6 26 9 9 9 24 0 26 9
split_gain=0.0215508 0.0128191 0.0194883 0.0515859 0.0213811 0.017554 0.0180877 0.0173525 0.0306555 0.0258778 0.0353751 0.0187635 0.0121675 0.0118321 0.0116138 0.00541479 0.0151215 0.0212611 0.00933781 0.00927058 0.00747539
threshold=-0.55579999999999996 -0.082234999999999989 -0.085385000000000003 -0.086304999999999993 0.07987000000000001 -0.082830000000000001 -0.087635000000000005 -0.085349999999999995 0.085075000000000026 -0.083534999999999984 -0.0078499999999999976 0.091025000000000023 0.18123500000000006 0.089075000000000029 0.088610000000000008 0.11690000000000002 0.11296000000000002 -0.069349999999999995 -0.059114999999999994 0.11659500000000002 0.10371500000000002
decision_type=2 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 -2 6 -6 8 -4 11 -11 13 15 -9 -10 16 17 -3 19 -17 -19
right_child=1 12 7 -5 5 -7 -8 9 14 10 -12 -13 -14 -15 -16 18 -18 20 -20 -21 -22
leaf_value=-0.0019710866632534703 0.0024258491890759267 0.0019838285281634973 -0.0026838491420537952 0.0033158916516536122 0.00028405089285153337 0.0018955971032880651 -0.0015142329535495051 9.6062182310986636e-05 0.00099852198096661029 0.00014128165481135896 0.0037632821429388805 -0.001370955742834222 0.0012375536672018324 0.0016080392939599114 -0.000752167613636934 -0.0011688730598518984 -0.0018953440947926368 -0.0001163083517470937 0.001447166212035037 0.00075977489476348884 -0.0011069764496157114
leaf_weight=51 46 47 58 71 239 49 72 527 66 63 47 81 69 57 87 46 48 1814 59 53 79
leaf_count=51 46 47 58 71 239 49 72 527 66 63 47 81 69 57 87 46 48 1814 59 53 79
internal_value=0 8.83507e-05 0.000317055 0.000839418 0.000404324 0.000143744 -0.00012964 6.35192e-05 -0.000735542 0.000282127 0.00169631 4.69708e-05 -6.23379e-05 0.000245037 0 -0.000104515 -0.000149391 -0.00010577 0.000454954 -0.000128096 -0.000158084
internal_weight=0 3678 1463 477 406 360 311 986 211 775 110 665 2215 584 153 2146 1988 1940 158 99 1893
internal_count=3729 3678 1463 477 406 360 311 986 211 775 110 665 2215 584 153 2146 1988 1940 158 99 1893
is_linear=0
shrinkage=0.0995203


Tree=4881
num_leaves=25
num_cat=0
split_feature=1 2 18 18 2 17 26 2 18 26 9 9 17 6 2 3 9 3 8 6 17 5 5 5
split_gain=0.0174774 0.0105767 0.016593 0.0647201 0.0173924 0.0818098 0.020725 0.0267276 0.0174475 0.0347221 0.0181494 0.0106769 0.0250095 0.0102702 0.0117409 0.00998843 0.0314934 0.0212861 0.00741119 0.00690542 0.0267711 0.00735514 0.0242393 0.020688
threshold=-0.55579999999999996 -0.082294999999999993 -0.09404499999999999 -0.098315 -0.083104999999999998 -0.011809999999999999 0.09032500000000003 -0.085759999999999989 -0.025879999999999997 0.087170000000000011 0.083925000000000013 0.088825000000000029 -0.45380999999999999 0.10877500000000002 -0.082139999999999991 0.10871500000000002 0.091690000000000021 0.14530500000000005 -0.080724999999999991 0.097935000000000022 0.056905000000000011 -0.080724999999999991 -0.074569999999999984 -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 2 3 11 6 -6 8 18 10 -10 -4 -2 -13 14 -3 16 -15 -17 -8 21 -21 23 -23 -16
right_child=1 13 4 -5 5 -7 7 -9 9 -11 -12 12 -14 15 19 17 -18 -19 -20 20 -22 22 -24 -25
leaf_value=-0.00177492365876126 -0.00067136124725655137 -0.0016716452927130936 -0.0020874809222978545 0.0041129787633555582 0.0042453736051445536 -0.00095927827193788816 0.00053357284748267936 -0.0027308294874648126 6.67552339744687e-05 0.0018892626877658706 -4.5701608136485941e-05 0.0021155127975112037 -0.00059700372269119424 0.0027800275627326821 -0.00011382730793743986 -0.0013483974469418358 -0.00014017807679533195 0.0014297846519562051 -0.00099996849959081376 0.00063871050171691944 -0.0026293477373040375 0.0022456335819067432 1.7099883538482753e-05 -0.0018692785879127071
leaf_weight=51 81 48 51 53 52 70 70 58 386 142 285 68 66 62 764 65 88 47 56 52 47 51 943 73
leaf_count=51 81 48 51 53 52 70 70 58 386 142 285 68 66 62 764 65 88 47 56 52 47 51 943 73
internal_value=0 7.96467e-05 0.000290371 0.000997171 0.000127772 0.00125239 -2.36648e-06 -0.000962154 0.000201085 0.00055845 -0.000358051 0.00022528 0.000773388 -5.52653e-05 -0.000133152 0.000529624 0.00106138 -0.000175244 -0.000141504 -9.44646e-05 -0.000904523 -5.02186e-05 0.000132265 -0.000267909
internal_weight=0 3678 1438 268 1170 122 1048 184 864 528 336 215 134 2240 1978 262 150 112 126 1930 99 1831 994 837
internal_count=3729 3678 1438 268 1170 122 1048 184 864 528 336 215 134 2240 1978 262 150 112 126 1930 99 1831 994 837
is_linear=0
shrinkage=0.0995203


Tree=4882
num_leaves=23
num_cat=0
split_feature=17 2 28 17 2 17 2 2 2 5 8 26 6 6 5 26 5 5 20 2 2 2
split_gain=0.0146221 0.0106721 0.0113704 0.0129731 0.0404366 0.0131982 0.0203932 0.0150359 0.0284311 0.0262189 0.0121156 0.0261235 0.0089492 0.0137123 0.00941141 0.0111008 0.00746976 0.00627016 0.00548287 0.0050432 0.00670953 0.00583921
threshold=-0.5696199999999999 -0.081915000000000002 0.077350000000000016 0.011640000000000003 -0.08342999999999999 -0.000475 -0.086050000000000001 -0.083104999999999998 -0.083589999999999984 -0.067969999999999989 -0.085289999999999991 0.084735000000000019 0.11642500000000001 0.10681500000000003 -0.045014999999999993 0.096980000000000025 -0.034484999999999995 0.070325000000000013 -1.0000000180025095e-35 -0.081604999999999997 -0.081055000000000002 -0.080644999999999994
decision_type=2 2 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 10 7 18 8 -2 -9 16 -12 13 19 -14 17 -5 -16 -7 -3 -21 -22
right_child=1 12 -4 4 -6 6 -8 9 -10 -11 11 -13 14 -15 15 -17 -18 -19 -20 20 21 -23
leaf_value=-0.0014420840875819059 0.00020463747044650901 -0.00099595514239780576 0.0018055999127582019 0.00011582478329807208 0.0030832865783060074 0.00079193504415122512 -0.0024981108998033278 0.0027949334281942889 -0.0021530511775039764 8.3465276006670916e-05 0.00079223146596632684 -0.0022091912077211425 0.0017049012058561108 -0.0015417054504798327 0.0015794890103440751 -0.0010670653024804754 0.0019200143043136017 0 -0.00062802820016328556 0.00078978729508573093 -0.00097374910943591475 -5.7322882375529696e-05
leaf_weight=64 814 58 47 46 62 47 47 58 54 92 67 50 53 66 48 49 47 52 63 89 72 1684
leaf_count=64 814 58 47 46 62 47 47 58 54 92 67 50 53 66 48 49 47 52 63 89 72 1684
internal_value=0 7.48495e-05 0.000279672 0.000229542 0.000849227 8.53949e-05 -0.000762778 0.000217008 5.70178e-05 0.00113736 0.000185749 -0.000483431 -6.57242e-05 -0.00013078 0.000564357 0.000153165 0.00103642 0.000759265 -1.38745e-05 -8.1416e-05 -5.22226e-05 -9.53647e-05
internal_weight=0 3665 1494 1447 272 1175 157 1018 868 150 210 117 2171 1969 202 149 93 100 110 1903 1845 1756
internal_count=3729 3665 1494 1447 272 1175 157 1018 868 150 210 117 2171 1969 202 149 93 100 110 1903 1845 1756
is_linear=0
shrinkage=0.0995203


Tree=4883
num_leaves=17
num_cat=0
split_feature=1 3 18 8 8 1 6 9 9 10 10 0 1 6 8 8
split_gain=0.0138219 0.0101684 0.0757757 0.0104191 0.024524 0.0171565 0.00834439 0.00626361 0.0091943 0.00648913 0.00768398 0.00759024 0.00563565 0.006556 0.00492352 0.00362822
threshold=-0.55579999999999996 0.083955000000000016 -0.094939999999999997 -0.082654999999999992 -0.087374999999999994 0.043640000000000005 0.18123500000000006 0.083875000000000019 0.083325000000000024 0.09056500000000002 0.086165000000000019 -0.068189999999999987 -0.44477499999999998 -0.045589999999999999 -0.092299999999999993 -0.15368499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 14 -5 7 8 12 10 11 -9 -3 -14 15 -4
right_child=1 6 3 5 -6 -7 -8 9 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.0015826893915523407 0.0041236020686047647 -0.00092674967680197247 -0.00038338100644576755 -0.0017688692641676591 0.0024297170577514331 0.00044336345370150898 0.0010008011285809772 -5.9649572045549741e-06 -0.0014271902375569956 0.0011893926878268374 -0.0010876891561901851 0.00049789220980278148 -0.00026754609878784018 0.00039067694817806808 -0.00098280726399412759 0.00078295968815522558
leaf_weight=51 51 84 49 69 48 69 82 1904 61 50 58 350 482 217 48 56
leaf_count=51 51 84 49 69 48 69 82 1904 61 50 58 350 482 217 48 56
internal_value=0 6.65594e-05 0.000547066 6.58773e-06 0.000466135 -0.000656821 9.31605e-06 -1.57879e-05 -0.000248702 6.70915e-05 4.24662e-05 7.19106e-05 -0.000155846 -6.20339e-05 -0.00014454 0.000230871
internal_weight=0 3678 390 339 201 138 3288 3206 844 2362 2312 2254 783 699 153 105
internal_count=3729 3678 390 339 201 138 3288 3206 844 2362 2312 2254 783 699 153 105
is_linear=0
shrinkage=0.0995203


Tree=4884
num_leaves=16
num_cat=0
split_feature=19 17 17 17 3 2 23 2 4 17 26 2 17 21 5
split_gain=0.0193809 0.011454 0.0523375 0.0384173 0.0266821 0.0107426 0.00841483 0.010347 0.0130464 0.00329505 0.0217799 0.0165173 0.0142495 0.00656663 0.00522645
threshold=0.14023500000000003 -0.011174999999999999 -0.0077549999999999997 -0.014289999999999999 0.085295000000000024 0.42136500000000005 -0.046924999999999994 -0.15197999999999998 0.10404000000000002 -0.036600000000000001 0.090455000000000021 -0.082484999999999989 -0.042709999999999991 -0.084999999999999992 -0.015824999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 9 -3 6 -4 -8 -9 12 11 -11 13 -1 -15
right_child=-2 2 5 -5 -6 -7 7 8 -10 10 -12 -13 -14 14 -16
leaf_value=-0.0011720165859526908 -0.0019610277638507463 0.00049845592348736804 -0.00089693826751921794 -0.0024848415514578293 0.003595512457145426 -0.0012154968528801967 -0.0010811109063901989 8.7049395410585188e-05 0.00086004059659031823 0.00046191425774125456 0.0019467380973704404 -0.0018185107180316619 -0.0017930686042909535 0.00037119132492370745 -0.0001042585968159178
leaf_weight=50 49 49 77 67 65 62 63 1282 261 87 58 49 48 284 1180
leaf_count=50 49 49 77 67 65 62 63 1282 261 87 58 49 48 284 1180
internal_value=0 3.13034e-05 0.000205307 -0.000145687 0.0022715 6.98542e-05 0.000117692 0.000166848 0.000218332 -5.59708e-05 0.000329847 -0.00035369 -0.000104413 -5.03353e-05 -1.14673e-05
internal_weight=0 3682 1859 1823 114 1745 1683 1606 1543 1756 194 136 1562 1514 1464
internal_count=3731 3682 1859 1823 114 1745 1683 1606 1543 1756 194 136 1562 1514 1464
is_linear=0
shrinkage=0.0995203


Tree=4885
num_leaves=21
num_cat=0
split_feature=19 17 17 17 3 6 6 17 3 3 3 3 3 1 20 6 1 1 26 26
split_gain=0.0157145 0.00929069 0.0424702 0.031149 0.0216019 0.00971092 0.0286449 0.0198979 0.0097239 0.0297586 0.0125156 0.0103846 0.0104825 0.00611254 0.0169544 0.00969778 0.0162642 0.00696674 0.0053872 0.00765822
threshold=0.14023500000000003 -0.011174999999999999 -0.0077549999999999997 -0.014289999999999999 0.085295000000000024 0.10877500000000002 0.11690000000000002 0.40827500000000011 0.09049500000000002 0.091615000000000016 0.092735000000000026 0.089005000000000015 0.08785500000000003 -0.0068249999999999995 -0.083404999999999993 -0.095814999999999997 0.005935000000000001 -0.010395 0.11746500000000003 0.089880000000000029
decision_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 13 -3 8 -7 -8 11 -10 -11 12 -4 17 -15 -16 -17 18 19 -1
right_child=-2 2 5 -5 -6 6 7 -9 9 10 -12 -13 -14 14 15 16 -18 -19 -20 -21
leaf_value=-9.9649844918229098e-05 -0.0017658659587194228 0.00044884937653363866 0.00030256050979260451 -0.0022375495341064337 0.0032376863482817594 0.0024729482879238401 0.0010047026935070251 -0.0013591641843316222 -0.0025739210069645239 0.0014290007250098433 -0.00019443978046800798 0.0014122495195307775 -0.00087883486493819821 -0.0017836277992421131 0.00081397542838590649 -0.0016264685196339303 9.2652622627719192e-05 0.00094249649494820018 -0.00078930597792893913 0.0004819630966672298
leaf_weight=867 49 49 506 67 65 63 77 65 51 50 776 70 87 71 87 76 190 82 81 302
leaf_count=867 49 49 506 67 65 63 77 65 51 50 776 70 87 71 87 76 190 82 81 302
internal_value=0 2.81438e-05 0.000184875 -0.000131233 0.00204616 6.28089e-05 0.000706401 -7.15842e-05 -2.23326e-05 -0.000240257 -9.51774e-05 0.000264698 0.000127856 -5.04006e-05 -0.000379742 -9.50553e-05 -0.000395448 5.38204e-05 -3.82189e-06 4.9904e-05
internal_weight=0 3682 1859 1823 114 1745 205 142 1540 877 826 663 593 1756 424 353 266 1332 1250 1169
internal_count=3731 3682 1859 1823 114 1745 205 142 1540 877 826 663 593 1756 424 353 266 1332 1250 1169
is_linear=0
shrinkage=0.0995203


Tree=4886
num_leaves=23
num_cat=0
split_feature=19 17 17 17 2 2 17 29 21 2 2 26 1 2 8 18 3 1 1 3 2 3
split_gain=0.0127428 0.00753855 0.0344624 0.0252569 0.0201518 0.00859933 0.00667681 0.010631 0.0101128 0.00553564 0.0116192 0.00882399 0.00495076 0.0179004 0.0140093 0.00732974 0.0163553 0.0158822 0.00573792 0.00466614 0.0120713 0.0108025
threshold=0.14023500000000003 -0.011174999999999999 -0.0077549999999999997 -0.014289999999999999 -0.08453999999999999 0.42136500000000005 0.0031350000000000006 -0.081470000000000001 -0.079684999999999992 -0.087245000000000003 -0.083104999999999998 0.086895000000000014 -0.0068249999999999995 -0.082139999999999991 -0.081669999999999993 0.086800000000000016 0.10038500000000002 0.0047600000000000012 -0.0090649999999999984 0.088385000000000033 -0.086050000000000001 0.090995000000000006
decision_type=2 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 12 -3 6 7 -4 -9 11 -11 -8 18 14 -14 16 -15 -17 19 20 -1 -21
right_child=-2 2 5 -5 -6 -7 9 8 -10 10 -12 -13 13 15 -16 17 -18 -19 -20 21 -22 -23
leaf_value=-0.00023313850297512696 -0.0015901265847250931 0.00038038740135004141 0.0011333974059456282 -0.0020148685346097028 0.003056940025901741 -0.0010933889541456965 0.00023007784211444328 -0.0014917118620538937 -0.00013566693527275825 0.0013870219619003426 0.00022455742754106292 -0.0013981298450627677 -0.00025916905745733811 0.0013734145887244992 -0.0026139997944405712 -0.001962311909902357 -0.00035061472492722455 0.00060292870090173961 0.0010837096661926798 -0.00076423733136503336 0.00075531209497061195 7.3816565909777873e-05
leaf_weight=249 49 52 58 67 62 62 99 61 531 96 789 49 49 90 53 49 137 46 51 205 239 588
leaf_count=249 49 52 58 67 62 62 99 61 531 96 789 49 49 90 53 49 137 46 51 205 239 588
internal_value=0 2.53651e-05 0.000166564 -0.000118173 0.00184324 5.65581e-05 9.94075e-05 -0.000149687 -0.000276777 0.000256939 0.00035158 -0.00030346 -4.53383e-05 -0.000341758 -0.00149078 1.96767e-05 0.000329315 -0.000711579 4.8403e-05 6.54563e-06 0.000249282 -0.000141798
internal_weight=0 3682 1859 1823 114 1745 1683 650 592 1033 885 148 1756 424 102 322 227 95 1332 1281 488 793
internal_count=3731 3682 1859 1823 114 1745 1683 650 592 1033 885 148 1756 424 102 322 227 95 1332 1281 488 793
is_linear=0
shrinkage=0.0995203


Tree=4887
num_leaves=29
num_cat=0
split_feature=19 8 8 18 6 6 27 6 6 26 8 17 6 5 5 9 2 2 26 18 5 4 2 2 2 17 2 11
split_gain=0.0103327 0.00626444 0.0126613 0.028569 0.0202637 0.0156757 0.0101197 0.00966035 0.0276182 0.0134822 0.0181995 0.0318612 0.00934039 0.00742246 0.0135145 0.0121169 0.0109576 0.0181975 0.0108492 0.00689221 0.0129067 0.00548663 0.00794157 0.0194748 0.0141682 0.00814338 0.00686158 0.00378655
threshold=0.13950000000000004 -0.078844999999999985 -0.073644999999999988 -0.037059999999999989 0.11690000000000002 0.092980000000000021 0.091395000000000018 0.024640000000000006 0.083720000000000031 0.087260000000000018 -0.086154999999999995 -0.0096999999999999986 0.092120000000000021 -0.079124999999999987 -0.088935 0.11351500000000002 -0.082174999999999984 -0.079954999999999984 0.090930000000000025 0.092235000000000025 -0.019465 0.13312000000000004 -0.081344999999999987 -0.082294999999999993 -0.080329999999999999 0.11180000000000002 -0.078784999999999994 -0.079369999999999996
decision_type=2 2 2 2 2 2 2 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 5 -3 13 21 -9 19 12 -12 -11 14 15 -4 18 -18 -15 20 -10 22 23 25 -24 -1 -26 -23
right_child=-2 2 6 -5 -6 -7 -8 8 9 10 11 -13 -14 16 -16 -17 17 -19 -20 -21 -22 27 24 -25 26 -27 -28 -29
leaf_value=-0.00018116298034517075 -0.0013502259328656396 -0.00029838871384192309 3.203324636204386e-06 -0.0023474889202518847 -0.0018262830401628357 0.0019814004458428014 0.001211380496286939 0.0026194798057378784 -0.0015171777037305907 0.00036532639850261233 -3.9028494489288783e-05 0.002092350175742913 -0.00095358500145850081 -8.3520438135073808e-05 -0.0018360538787528728 -0.0017078055471391701 0.002215023284769716 0.00019425796816509389 -0.0015241918261321144 0.0008402078166840208 0 0 0.0016325424540576884 -0.0018596415651123707 -0.00089093981359195389 0.0012366577973137048 0.00024730375276412126 -0.0011445603392793615
leaf_weight=314 55 73 368 78 46 50 65 52 81 158 128 150 80 299 56 46 48 571 63 46 175 47 68 66 61 46 369 72
leaf_count=314 55 73 368 78 46 50 65 52 81 158 128 150 80 299 56 46 48 571 63 46 175 47 68 66 61 46 369 72
internal_value=0 2.39713e-05 -0.000111094 -0.000771839 -3.97715e-05 0.0006217 -2.89924e-06 0.000148874 0.000393858 0.000251375 0.000560994 0.00110805 -7.45657e-05 -5.78592e-05 -0.000383403 -0.000184932 9.72754e-05 0.00035228 -0.000336507 -0.000274934 -0.000478509 -5.46905e-05 2.6371e-05 -0.000288111 0.000297029 0 8.39281e-05 -0.000690988
internal_weight=0 3676 1763 247 169 123 1516 1913 870 818 516 278 238 1451 470 414 981 619 362 302 256 1043 924 426 498 360 430 119
internal_count=3731 3676 1763 247 169 123 1516 1913 870 818 516 278 238 1451 470 414 981 619 362 302 256 1043 924 426 498 360 430 119
is_linear=0
shrinkage=0.0995203


Tree=4888
num_leaves=8
num_cat=0
split_feature=28 17 5 7 10 10 5
split_gain=0.00885257 0.00794656 0.00623574 0.00540591 0.00484253 0.00552584 0.00994209
threshold=0.079615000000000019 -0.57205499999999987 -0.54885499999999998 -0.230575 0.09056500000000002 0.085585000000000022 0.5252300000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=0.0012225763996228287 -0.0010213888665259738 -0.0010452591330071207 0.0010607141709715728 -1.0767555496333005e-05 0.00083329998912479706 -0.00085944703301156608 0.0014171942361082591
leaf_weight=54 82 55 49 3300 69 74 49
leaf_count=54 82 55 49 3300 69 74 49
internal_value=0 2.41954e-05 5.97202e-06 2.25313e-05 7.72899e-06 -8.67352e-06 9.88087e-06
internal_weight=0 3650 3596 3541 3492 3423 3349
internal_count=3732 3650 3596 3541 3492 3423 3349
is_linear=0
shrinkage=0.0995203


Tree=4889
num_leaves=19
num_cat=0
split_feature=18 18 1 5 5 27 3 6 5 3 3 20 8 7 4 23 17 6
split_gain=0.0167434 0.00730215 0.013715 0.0161341 0.0253749 0.0197269 0.0168284 0.0143974 0.0110532 0.0108396 0.0147512 0.0139514 0.00950729 0.00708039 0.00912283 0.00914517 0.00488744 0.00416823
threshold=0.31690500000000005 -0.0079049999999999988 -0.0040349999999999995 -0.025879999999999997 -0.020074999999999999 0.073825000000000016 0.089655000000000026 -0.087825 -0.01554 0.093835000000000016 0.11462500000000002 -0.076005000000000003 -0.49499500000000002 -0.068034999999999998 0.14602500000000004 -0.065019999999999981 -0.15122999999999998 -0.094839999999999994
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 8 -1 17 -6 -9 -11 -12 -3 -14 15 -15 -17 -4
right_child=-2 12 7 4 5 -7 -8 9 -10 10 11 -13 13 14 -16 16 -18 -19
leaf_value=-0.0025298144931492714 0.0018676074334093326 -0.00096080641048561677 0.00077253769805429244 0.0019355912358143433 -0.0014801538450012739 -0.0023108607428859776 -0.00029523499087224039 -0.0012683595305713056 -0.00013289058421185626 0.0018702101003535917 -0.001429925687370745 0.00076958565853773046 -0.00090005453800481199 -0.001205465535658078 0.0014177679816745029 0.0007068389733499589 0.00013083452597029388 0.0021506859549609647
leaf_weight=63 47 79 46 53 64 46 73 52 1106 47 52 63 61 48 58 162 1566 46
leaf_count=63 47 79 46 53 64 46 73 52 1106 47 52 63 61 48 58 162 1566 46
internal_value=0 -2.27061e-05 -0.000173365 -0.0003052 -0.000194042 -0.000287536 -0.00133639 0.000429281 -0.000207287 -1.45254e-05 0.000382887 -0.000217858 0.000107466 0.000152433 0.000187885 0.000147259 0.000185309 0.00147051
internal_weight=0 3685 1711 1405 1269 1216 136 306 1170 214 162 115 1974 1895 1834 1776 1728 92
internal_count=3732 3685 1711 1405 1269 1216 136 306 1170 214 162 115 1974 1895 1834 1776 1728 92
is_linear=0
shrinkage=0.0995203


Tree=4890
num_leaves=20
num_cat=0
split_feature=18 20 1 0 18 1 5 5 5 1 8 18 4 0 3 4 2 2 5
split_gain=0.013577 0.0063585 0.00641833 0.0114541 0.010076 0.011285 0.0128359 0.0208012 0.0153807 0.0100611 0.0112988 0.00901284 0.00884894 0.00914836 0.0209461 0.00641844 0.00665244 0.0101957 0.00980229
threshold=0.31690500000000005 0.2959750000000001 0.40780000000000011 -0.19126499999999999 -0.0079049999999999988 -0.0040349999999999995 -0.025879999999999997 -0.020074999999999999 -0.041054999999999994 0.058455000000000014 -0.062834999999999988 -0.085709999999999995 0.11849500000000003 -0.057604999999999996 0.13451500000000002 0.13584500000000002 -0.081134999999999999 -0.080644999999999994 -0.16183
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 8 -8 -1 11 -11 -7 -5 14 -14 16 18 -18 -6
right_child=-2 -3 3 12 15 9 7 -9 -10 10 -12 -13 13 -15 -16 -17 17 -19 -20
leaf_value=-0.00030679353692873143 0.0016817427414169337 0.0011417364811319823 -0.0017458563714848982 -0.0012197117447070947 0.0013187448421446829 0.0013593570106476376 0.0017624066153718899 -0.00026884750100143853 -0.0024710845554490315 0.00076402158111183219 -0.0012275180347896693 -5.9261924152387768e-05 -0.00068763001705983093 -0.00080311861795619979 0.0018955337438954806 0.0012206835323685834 -0.0012606393509946993 6.7499982968419035e-05 0.00022449792068039855
leaf_weight=80 47 46 57 61 98 119 52 1211 56 50 64 69 59 64 65 57 61 927 489
leaf_count=80 47 46 57 61 98 119 52 1211 56 50 64 69 59 64 65 57 61 927 489
internal_value=0 -2.04685e-05 -3.53848e-05 -0.000471613 4.41942e-06 -0.000164819 -0.000284255 -0.000184569 -0.00120399 0.000385747 -0.000346855 0.000834339 -0.000176631 0.000157461 0.000659846 0.000181315 0.00014318 -1.3672e-05 0.000408578
internal_weight=0 3685 3639 306 3333 1701 1399 1263 136 302 114 188 249 188 124 1632 1575 988 587
internal_count=3732 3685 3639 306 3333 1701 1399 1263 136 302 114 188 249 188 124 1632 1575 988 587
is_linear=0
shrinkage=0.0995203


Tree=4891
num_leaves=17
num_cat=0
split_feature=18 28 5 20 20 5 3 0 6 20 0 18 8 20 6 5
split_gain=0.0110091 0.00676248 0.00484702 0.00657762 0.0105095 0.0231375 0.0132366 0.00916235 0.0258145 0.0134025 0.00757375 0.0221809 0.0109728 0.00624712 0.0250092 0.00985104
threshold=0.31690500000000005 0.079615000000000019 -0.54885499999999998 -0.079725000000000004 -0.083495 -0.12429 0.088685000000000028 -0.075179999999999983 0.11816500000000002 -0.077724999999999989 -0.071029999999999996 0.089505000000000015 -0.071594999999999992 -0.085594999999999991 -0.011749999999999998 -0.02504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 13 -6 -7 8 9 -5 11 -9 -12 15 -15 -4
right_child=-2 -3 3 7 5 6 -8 10 -10 -11 12 -13 -14 14 -16 -17
leaf_value=-0.00092516504841281611 0.0015143753930451217 -0.00091210787225563827 0.00072300921814397981 -0.0016796922053759597 0.0026997720315548399 0.0015007666866451016 -0.00024910691151278709 -0.0001260335656358347 -0.0024355882027317622 -7.2451160354405767e-05 -0.00051279223148224557 0.0022797598312982487 0.00032229649967723131 -0.0022774710673937946 0.0009459787103949861 -0.00023349945638666088
leaf_weight=55 47 82 189 53 51 63 132 94 49 1773 222 63 521 49 46 243
leaf_count=55 47 82 189 53 51 63 132 94 49 1773 222 63 521 49 46 243
internal_value=0 -1.84315e-05 1.68032e-06 1.62787e-05 0.000273198 0.000810385 0.000312039 -5.49933e-05 -0.000180512 -0.00011955 0.000205595 0.000834135 7.16796e-05 2.08893e-05 -0.000708026 0.000183078
internal_weight=0 3685 3603 3548 773 246 195 2775 1875 1826 900 157 743 527 95 432
internal_count=3732 3685 3603 3548 773 246 195 2775 1875 1826 900 157 743 527 95 432
is_linear=0
shrinkage=0.0995203


Tree=4892
num_leaves=23
num_cat=0
split_feature=24 3 17 17 5 3 2 2 8 6 3 0 8 2 0 3 17 3 1 3 6 17
split_gain=0.0199495 0.00781794 0.0104794 0.0307657 0.0189046 0.024465 0.017609 0.0520182 0.0174169 0.0136221 0.0102401 0.00884142 0.00954077 0.00773986 0.00763774 0.0139336 0.0141159 0.00653485 0.0209362 0.0184717 0.00649071 0.00470646
threshold=-0.071224999999999997 0.087385000000000032 -0.068169999999999994 -0.011809999999999999 0.066275000000000014 0.08544000000000003 -0.087444999999999995 -0.08569499999999998 -0.085764999999999994 -0.0087049999999999992 0.087625000000000022 -0.08269 -0.085764999999999994 -0.24151999999999998 -0.067839999999999998 0.09339500000000002 -0.45791500000000002 0.097880000000000023 -0.06551499999999999 0.096775000000000014 0.087975000000000012 -0.25491999999999998
decision_type=2 2 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 11 9 -8 -4 -5 -3 12 -2 -12 17 -16 -17 19 -19 -15 -9 -6
right_child=1 10 3 6 21 -7 7 20 -10 -11 13 -13 -14 14 15 16 -18 18 -20 -21 -22 -23
leaf_value=-0.0020591592000919123 -1.3431624368350689e-05 0.0013384432583972311 0.0002202608453188435 -0.00034256403947114159 -0.00017631904725492461 -0.0024847550128256402 -0.0035795344234576839 -4.4578836247670326e-05 0.0023279551375363083 0.001992378031629655 -0.00088973550540192561 0.00041204093161270719 -0.0019113838130914726 -7.348592976030132e-05 0.0020047185739764982 0.0011441554509978085 -5.8182048671868788e-05 0.0018761340162034444 4.4470249973636123e-05 -0.0018815146978236328 -0.0011040525405544687 0.0012118490604257177
leaf_weight=48 51 62 85 49 47 87 53 306 73 49 85 71 56 1120 49 129 382 68 691 59 71 48
leaf_count=48 51 62 85 49 47 87 53 306 73 49 85 71 56 1120 49 129 382 68 691 59 71 48
internal_value=0 -1.6762e-05 -0.000247263 -1.78432e-05 -0.000682162 -0.00111494 -0.0003836 -0.000659027 0.00119925 0.000816554 7.40833e-05 -0.00044083 -0.0010144 4.34178e-05 7.54981e-05 0.000399289 0.000243742 -1.76413e-05 0.000209651 -0.000164658 -0.00024628 0.000516454
internal_weight=0 3691 1046 686 360 265 528 430 158 98 2645 178 107 2583 2498 560 511 1938 759 1179 377 95
internal_count=3739 3691 1046 686 360 265 528 430 158 98 2645 178 107 2583 2498 560 511 1938 759 1179 377 95
is_linear=0
shrinkage=0.0995203


Tree=4893
num_leaves=26
num_cat=0
split_feature=29 26 5 26 2 1 27 5 5 5 21 3 3 18 3 0 9 9 2 9 5 30 0 3 1
split_gain=0.0198109 0.00953764 0.0108131 0.023039 0.00842816 0.00941663 0.00870742 0.00746882 0.00952301 0.00886409 0.0103803 0.00730221 0.0108079 0.00643548 0.0137187 0.0183089 0.0249024 0.0113304 0.0142945 0.0109224 0.0102461 0.00524402 0.00690378 0.00640693 0.0053714
threshold=0.12737000000000004 0.097315000000000026 0.037395000000000005 0.11326500000000002 0.10166000000000001 -0.092954999999999996 0.083270000000000025 0.23074000000000006 1.0000000180025095e-35 -0.084089999999999984 0.091135000000000022 0.10850000000000003 0.088745000000000032 0.091725000000000015 0.091615000000000016 -0.066264999999999991 0.094375000000000028 0.093235000000000026 -0.077544999999999989 0.091690000000000021 -0.068984999999999991 0.098380000000000009 -0.061654999999999995 0.11462500000000002 -0.035694999999999998
decision_type=2 2 2 2 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 13 -4 5 6 11 8 9 10 -6 12 -1 14 19 16 -16 -15 -19 -3 -20 22 23 -7 -24
right_child=-2 2 3 -5 7 21 -8 -9 -10 -11 -12 -13 -14 17 15 -17 -18 18 20 -21 -22 -23 24 -25 -26
leaf_value=-0.00073958430782440458 -0.0020269783772132455 0.00035011708720192835 0.00248804904093577 -4.118019270279072e-06 0.0005613750245599575 -3.4450094391526981e-05 -0.0017919157935568468 0.0014752237078221053 -0.0011021251457243545 0.001470433311167123 -0.0010473858597076873 -0.0015842582582803423 0.00037495467595942736 -0.0016110909623334438 -0.0025878929438653436 0.0014744839188299671 0.000324361902575801 0.001563604627762527 -0.0014754426465944928 0.0024971638332034873 0.00042081848716021527 -0.00088090838323790291 -0.00016733595035037596 -0.00075209031290478289 0.0010833004227341239
leaf_weight=194 49 50 65 83 136 1911 51 52 48 61 56 46 154 50 46 52 78 47 55 46 57 75 52 132 93
leaf_count=194 49 50 65 83 136 1911 51 52 48 61 56 46 154 50 46 52 78 47 55 46 57 75 52 132 93
internal_value=0 -1.23235e-05 0.000340376 0.00108488 -8.50667e-05 -0.000144907 -0.000563638 0.00037167 0.000178303 0.000424466 8.78893e-05 -0.000402569 -0.000244016 0.000109595 0.000429938 -8.76845e-05 -0.000749389 -0.000303393 0.000102684 0.00138744 -0.000503072 -6.2205e-05 -3.37675e-05 -8.12182e-05 0.000629151
internal_weight=0 3690 629 148 3061 2708 445 353 301 253 192 394 348 481 272 176 124 209 159 96 112 2263 2188 2043 145
internal_count=3739 3690 629 148 3061 2708 445 353 301 253 192 394 348 481 272 176 124 209 159 96 112 2263 2188 2043 145
is_linear=0
shrinkage=0.0995203


Tree=4894
num_leaves=20
num_cat=0
split_feature=24 26 28 17 17 17 8 9 0 26 2 3 2 23 2 17 17 17 30
split_gain=0.0164909 0.0066845 0.0141165 0.0101933 0.0135012 0.0231754 0.0131059 0.0146115 0.0105947 0.00803376 0.00688188 0.00901265 0.0139036 0.00667509 0.00596032 0.00891548 0.00533233 0.0064719 0.00531421
threshold=-0.071224999999999997 0.097315000000000026 0.079615000000000019 0.12439000000000001 -0.008069999999999999 -0.038314999999999995 -0.051259999999999993 0.09550500000000002 -0.076914999999999997 0.12753500000000004 -0.016354999999999998 0.10293500000000001 -0.077604999999999993 -0.022119999999999997 -0.15012499999999998 -0.55286000000000002 -0.55380499999999999 -0.072334999999999997 0.098380000000000009
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 4 5 6 7 -3 -5 -8 11 12 -6 -2 16 -16 -15 -18 -17
right_child=1 3 -4 8 10 -7 9 -9 -10 -11 -12 -13 -14 14 15 18 17 -19 -20
leaf_value=-0.0018679577916518055 0.0010831752711686223 -0.0020703026948281412 -0.0017657587463217031 0.00017354877599962647 0.00034668198152768692 0.0022586686369320068 0.0016997631092706743 0.00038822046374881056 0.0020291794031792021 0 -0.0015101775053305644 0.00078760448499943993 -0.0017197635535024381 -0.0013076701138697831 0.0011834432002096405 -2.6529171674971266e-05 0.00047566837827530556 -0.0009141823605271468 -0.00080082266699881032
leaf_weight=48 51 46 48 63 65 62 52 49 61 58 49 63 63 68 59 2611 66 66 91
leaf_count=48 51 46 48 63 65 62 52 49 61 58 49 63 63 68 59 2611 66 66 91
internal_value=0 -1.10333e-05 -7.20641e-05 0.000283635 8.40687e-05 0.000572334 5.83275e-05 -0.000793606 0.001093 0.00080153 -0.000455716 -0.000180913 -0.000664001 -4.48011e-05 -6.45058e-05 -2.61932e-05 -0.000589318 -0.000213055 -5.29094e-05
internal_weight=0 3691 3060 631 507 267 205 95 124 110 240 191 128 3012 2961 2761 200 132 2702
internal_count=3739 3691 3060 631 507 267 205 95 124 110 240 191 128 3012 2961 2761 200 132 2702
is_linear=0
shrinkage=0.0995203


Tree=4895
num_leaves=15
num_cat=0
split_feature=29 3 9 1 9 9 17 17 3 2 17 2 17 5
split_gain=0.0153062 0.00532437 0.00691798 0.0368216 0.0114784 0.0123678 0.00763095 0.0119431 0.00698908 0.00603446 0.00516982 0.00504493 0.00970963 0.00451953
threshold=0.12737000000000004 0.086850000000000024 0.08622500000000001 -0.082849999999999993 0.085665000000000033 0.085280000000000022 0.11180000000000002 0.048755000000000014 0.08511500000000001 -0.24151999999999998 -0.55286000000000002 -0.157135 -0.54192999999999991 0.30714500000000006
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 -1 -5 -3 -11 -12 -13 -14
right_child=-2 9 3 8 -6 -7 -8 -9 -10 10 11 12 13 -15
leaf_value=-6.9228767760393586e-05 -0.0017789969790387476 -0.00078270979029426496 -0.0030347296708237484 -0.00051286082804936331 0.0014278874480702735 -0.0015575851527796921 -0.001077267534180057 0.0015989291380279402 0.00092800163889317244 0.00099511215141859168 0.001089365727819349 -0.0012024846326771771 4.1311570294711945e-05 0.00057228572912409494
leaf_weight=554 49 81 51 78 47 59 65 46 58 61 47 60 2312 171
leaf_count=554 49 81 51 78 47 59 65 46 58 61 47 60 2312 171
internal_value=0 -8.13448e-06 -0.000210209 -0.000753745 -7.73167e-05 -0.000176161 -5.23675e-05 5.72991e-05 9.56054e-05 6.24251e-05 8.85566e-05 6.68892e-05 4.76697e-05 7.82086e-05
internal_weight=0 3690 958 187 771 724 665 600 136 2732 2651 2590 2543 2483
internal_count=3739 3690 958 187 771 724 665 600 136 2732 2651 2590 2543 2483
is_linear=0
shrinkage=0.0995203


Tree=4896
num_leaves=24
num_cat=0
split_feature=1 1 1 3 0 21 1 3 1 8 6 3 9 2 2 2 0 0 6 9 9 0 2
split_gain=0.00814896 0.00549541 0.0141896 0.029414 0.00526147 0.021245 0.00522126 0.00501164 0.0212174 0.0164605 0.00684542 0.00966986 0.0088193 0.00462399 0.0160488 0.0145988 0.00674992 0.011301 0.00910113 0.00553797 0.0185228 0.0108388 0.00455182
threshold=-0.50388999999999995 0.031740000000000011 0.057265000000000017 0.096775000000000014 -0.16132499999999997 0.084795000000000023 -0.52333999999999992 0.10244500000000002 0.10924000000000002 -0.07034 -0.48214499999999999 0.10648500000000002 0.11408000000000003 -0.080329999999999999 -0.079844999999999985 -0.080874999999999989 -0.08317999999999999 -0.080884999999999999 0.024640000000000006 0.093825000000000033 0.09055500000000001 -0.068604999999999985 -0.049174999999999996
decision_type=2 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 -3 5 -2 -1 8 -4 22 -9 -12 -13 15 -15 19 18 -18 -16 20 -6 -21 -10
right_child=1 2 7 -5 13 -7 -8 10 9 -11 11 12 -14 14 16 -17 17 -19 -20 21 -22 -23 -24
leaf_value=0.00015942272348296049 -0.00070999703265129592 -0.0031361982066164052 0.0016911230869819686 0 -2.314929540721244e-05 0.0019905590439592675 0.001299898730182968 0.00088551023030473204 -0.00017846138951076016 -0.0014035653713590772 -0.001665234818722129 -6.1145072415912634e-05 -0.0014955704943829917 -0.001916262173007961 3.4620213916264094e-05 0.0014783820882436106 -0.0014114661868435308 -0.00010547856286142169 0.0013553333918209602 -0.0013285390175608999 0.0011531526968508328 0.00029828671179736403 0.0011040387834637885
leaf_weight=90 55 49 74 76 1132 60 74 46 51 78 52 381 48 49 259 74 74 599 65 80 150 81 57
leaf_count=90 55 49 74 76 1132 60 74 46 51 78 52 381 48 49 259 74 74 599 65 80 150 81 57
internal_value=0 -3.82965e-05 -0.000249398 -0.00123492 3.32889e-05 0.000691871 0.00067902 -9.18264e-05 0.000264135 -0.00029919 -0.000268996 -0.000381109 -0.000223549 3.4194e-06 -0.000157231 0.000114731 -6.99581e-05 -0.000250295 0.000302105 4.42324e-05 0.000113845 -0.000504989 0.000490834
internal_weight=0 3590 912 125 2678 115 164 787 260 186 527 481 429 2563 1046 1517 997 673 324 1443 1282 161 108
internal_count=3754 3590 912 125 2678 115 164 787 260 186 527 481 429 2563 1046 1517 997 673 324 1443 1282 161 108
is_linear=0
shrinkage=0.0995203


Tree=4897
num_leaves=25
num_cat=0
split_feature=1 18 18 18 3 8 8 8 3 3 18 18 8 8 8 2 8 9 18 18 18 8 18 18
split_gain=0.0066193 0.00885676 0.00875149 0.00529761 0.0362517 0.00879498 0.0193034 0.0169891 0.0102302 0.0115328 0.00941837 0.00612048 0.00607215 0.0202492 0.0178889 0.0114782 0.0303504 0.02224 0.0105086 0.0112483 0.00800252 0.0215516 0.0128264 0.00161623
threshold=-0.50388999999999995 0.085685000000000025 -0.117225 -0.025879999999999997 0.08400500000000001 -0.086254999999999984 -0.087844999999999993 -0.084915000000000004 0.08802500000000002 0.088685000000000028 -0.087864999999999985 -0.020389999999999998 -0.057284999999999996 -0.049499999999999995 -0.082654999999999992 -0.082794999999999994 -0.0061900000000000002 0.11296000000000002 -0.0063699999999999998 0.11504500000000002 -0.011569999999999999 -0.086064999999999989 -0.0086449999999999982 -0.091594999999999996
decision_type=2 2 2 2 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 23 -7 10 -10 -9 -5 14 -14 20 16 -15 -17 -16 -20 21 -13 -22 -6
right_child=3 -3 -4 11 5 7 -8 8 9 -11 -12 12 13 15 18 17 -18 -19 19 -21 22 -23 -24 -25
leaf_value=0.00010316750581760797 -0.0022330121349384106 -0.00036608599910501578 0.0019474238353770969 0.00114703056320706 0.00020529277355217757 -0.0018658828797638485 0.0020792319687145252 0.00015998238386064314 -0.0016481026700432661 -0.00012804113138422017 0.0017165774535676276 -0.00032971538196709631 0.0021264755815268216 -0.0027490082554825507 -0.002107364182823594 0.00074220773528877067 0.00015172944102454747 -0.0010345796963491915 -5.8556326696657309e-05 -0.0013409994022400083 -0.0011191066648588396 0.0024225492764577421 0.00013014727017475152 -0.00058322582282841298
leaf_weight=46 81 58 60 50 49 55 58 154 53 772 52 62 54 46 46 364 158 86 206 102 89 51 950 52
leaf_count=46 81 58 60 50 49 55 58 154 53 772 52 62 54 46 46 364 158 86 206 102 89 51 950 52
internal_value=0 0.00061194 0.00115481 -3.45497e-05 -0.000192661 -5.92576e-05 0.000630988 -0.00016107 -6.933e-05 -0.000226686 0.000556884 5.76927e-05 3.27218e-05 0.000273359 -7.98629e-05 0.000119098 -0.000498346 0.000400825 -0.000698928 -0.00048592 0.00010966 0.000905213 2.23491e-05 -0.000192572
internal_weight=0 164 106 3590 1326 1245 159 1086 1031 825 206 2264 2214 708 1506 654 204 450 354 308 1152 113 1039 101
internal_count=3754 164 106 3590 1326 1245 159 1086 1031 825 206 2264 2214 708 1506 654 204 450 354 308 1152 113 1039 101
is_linear=0
shrinkage=0.0995203


Tree=4898
num_leaves=36
num_cat=0
split_feature=1 18 21 8 17 8 26 0 5 0 5 26 0 0 26 3 0 26 0 26 9 18 3 3 21 4 3 4 17 2 9 17 9 17 3
split_gain=0.00657107 0.0169499 0.0504773 0.0077662 0.0108603 0.00744001 0.0138237 0.00834371 0.0144328 0.0116462 0.00692623 0.00430363 0.0120035 0.0212924 0.010578 0.0125904 0.0168034 0.0255317 0.0242667 0.0160906 0.01255 0.00921521 0.00884617 0.0113582 0.00914223 0.00638976 0.0121303 0.0112582 0.0128248 0.00853673 0.00662778 0.00731214 0.00608884 0.0103478 0.00147288
threshold=0.0099250000000000015 -0.025879999999999997 0.11043500000000002 -0.39070999999999995 -1.0000000180025095e-35 -0.092844999999999997 0.086420000000000011 -0.063914999999999986 -0.43873000000000001 -0.092474999999999988 0.51659500000000014 0.083970000000000031 -0.064494999999999983 -0.050494999999999991 0.084355000000000027 0.091615000000000016 -0.074094999999999994 0.091400000000000023 -0.071799999999999989 0.11215000000000001 0.09091500000000001 0.086285000000000014 0.08920500000000002 0.087570000000000023 -0.0092899999999999996 0.10300500000000003 0.10850000000000003 0.084545000000000023 -0.092124999999999999 0.11392500000000001 0.094085000000000016 -0.088525000000000006 0.085525000000000032 -0.11248999999999999 0.09940000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 2 -2 -3 -5 6 -6 9 -9 -7 -4 22 14 -14 -13 19 17 -17 -18 20 -16 -15 23 24 -1 27 -27 30 -29 -28 31 -24 33 -26 -32
right_child=1 3 10 4 5 7 -8 8 -10 -11 -12 12 13 21 15 16 18 -19 -20 -21 -22 -23 25 -25 32 26 29 28 -30 -31 34 -33 -34 -35 -36
leaf_value=-0.00081931752381281643 -0.003457900552511006 -0.00089900426741831786 -0.00052203079780091012 0.001190395618350154 0.0018521336617663366 -0.0003354890747578585 -0.00016273080033736375 0.00018356921188484546 -0.0022439607816969382 0.00094950451617343916 0.001010076445780831 -0.0014611994978008479 0.0022101712797606833 0.000798634348615033 0.00010988908666192421 -0.001479403644837283 -0.0030529945785875501 0.00043252640882016769 -0.00035452483065155757 0.0016020845644882833 -0.0015221304595067118 -0.00092523183994655002 -9.835282711245422e-05 0.0017688736345705472 0.0013989777846863142 0.0016612197488596906 -0.00080352455985456767 -0.00014001897779120957 -0.0021432315179032977 0.00065281439941016091 -0.00079289811087871864 0.0014696972305571357 0.0015023275599999135 -0.00011295806811414918 -6.1323703545900615e-06
leaf_weight=54 60 90 77 78 53 300 91 46 50 91 47 55 64 64 972 96 54 247 87 69 49 59 58 69 64 57 75 75 56 85 52 58 58 147 47
leaf_count=54 60 90 77 78 53 300 91 46 50 91 47 55 64 64 972 96 54 247 87 69 49 59 58 69 64 57 75 75 56 85 52 58 58 147 47
internal_value=0 -0.000226752 -0.00108803 -2.73867e-05 8.21013e-05 -5.36013e-05 0.000573167 -0.00024061 -0.00107224 -3.43303e-05 5.20856e-05 7.27163e-05 -1.68027e-05 0.000737834 -0.000103933 -5.59864e-05 -0.000478746 -0.000100205 -0.00139379 0.000130983 3.07631e-05 -2.16054e-05 0.0002438 0.000606821 0.000356047 -7.50655e-06 0.000414352 -0.000274449 -0.0010026 -2.47281e-05 0.00016541 0.000678615 0.000595037 0.000341759 -0.000427652
internal_weight=0 983 184 799 709 631 144 487 96 391 124 2771 1816 187 1629 1574 484 343 141 1090 1021 123 955 392 323 563 217 346 131 160 215 116 269 211 99
internal_count=3754 983 184 799 709 631 144 487 96 391 124 2771 1816 187 1629 1574 484 343 141 1090 1021 123 955 392 323 563 217 346 131 160 215 116 269 211 99
is_linear=0
shrinkage=0.0995203


Tree=4899
num_leaves=23
num_cat=0
split_feature=1 18 21 20 21 2 18 18 18 9 9 21 1 2 8 2 26 18 17 1 8 2
split_gain=0.00543647 0.0136288 0.052244 0.00846471 0.0124782 0.00711497 0.00522965 0.0124048 0.00591975 0.00502125 0.00731186 0.0066234 0.0137931 0.016889 0.00801589 0.0112197 0.00580559 0.00489338 0.00482047 0.0124448 0.00173274 0.00095619
threshold=0.031740000000000011 -0.025879999999999997 0.11162500000000002 -0.24910499999999999 0.15159000000000003 -0.076954999999999996 -0.1394 -0.15202999999999997 -0.11533 0.11007500000000002 0.095285000000000022 0.094640000000000016 0.18123500000000006 -0.08040499999999999 -0.089044999999999999 -0.037414999999999997 0.056820000000000016 -0.25748499999999996 -0.56005499999999986 -0.49056499999999997 -0.052214999999999998 -0.081559999999999994
decision_type=2 2 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 -4 7 17 -8 10 11 12 13 -3 -13 -16 -14 -5 -10 -20 -11 -19
right_child=1 9 5 4 -6 -7 8 -9 18 20 -12 14 16 -15 15 -17 -18 21 19 -21 -22 -23
leaf_value=0.0013336792062330312 -0.0038012939224658232 1.8155049074011141e-06 0.00097642571127972962 0.00086734754495196439 -0.0015857334569504564 -0.00057703791643791478 -0.0010016684578364645 0.0019540424238228544 -0.00071793881780676686 0.00020262757098964189 -0.00098696171860866147 0.00045183711188970726 0.00014612471040734807 0.0026087313532996469 -0.002152624210783818 -0.00016874551534081745 -0.00086047500110932756 0 0.0011578432378075297 2.8774110458263141e-05 0.0010878592378726693 -0.00065197527907668478
leaf_weight=51 48 53 51 53 46 68 54 48 78 47 86 57 213 47 48 71 77 46 101 2319 46 46
leaf_count=51 48 53 51 53 46 68 54 48 78 47 86 57 213 47 48 71 77 46 101 2319 46 46
internal_value=0 -0.00021662 -0.00102936 6.2618e-05 3.90986e-05 8.18531e-05 6.66253e-05 0.000566355 2.85115e-05 -3.33361e-05 -0.00013196 -6.01309e-07 0.000226649 0.00123525 -0.00050882 -0.000975845 -0.000118322 0.000101336 5.11089e-05 7.62347e-05 0.000649287 -0.000331055
internal_weight=0 912 167 2842 2791 119 2745 193 2552 745 652 566 390 100 176 119 290 145 2498 2420 93 92
internal_count=3754 912 167 2842 2791 119 2745 193 2552 745 652 566 390 100 176 119 290 145 2498 2420 93 92
is_linear=0
shrinkage=0.0995203


Tree=4900
num_leaves=15
num_cat=0
split_feature=1 10 4 9 9 8 5 1 26 8 6 6 9 0
split_gain=0.0092277 0.00623923 0.00528412 0.00545397 0.0121606 0.00903337 0.0124108 0.00849186 0.00791092 0.0174414 0.0523867 0.0129447 0.00635586 0.00714756
threshold=0.62916000000000016 0.09056500000000002 0.14903500000000006 0.09697500000000002 0.097680000000000031 -0.073029999999999984 -0.052494999999999993 -0.067015000000000005 0.095950000000000021 -0.07743499999999999 0.090600000000000028 0.086420000000000011 0.09550500000000002 0.12084000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 6 -6 -7 12 10 -10 -11 13 -1
right_child=-2 -3 -4 4 5 7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=-1.5472639573813015e-05 -0.0013186127604532523 0.00088235009338322092 0.0010253925578389647 -0.0018420668102744203 -0.00021987273795451127 -0.0012912507962384192 0.0018940237241687262 -0.00014074423034711984 -0.00021371276363127214 0.0011066499947383662 0.0033596532353308978 -0.00067251344296879935 -0.00095422550986334323 0.00095179918322566221
leaf_weight=2499 51 83 50 46 67 80 46 320 100 57 68 139 69 78
leaf_count=2499 51 83 50 46 67 80 46 320 100 57 68 139 69 78
internal_value=0 2.91158e-05 9.3211e-06 -4.68422e-06 -0.00029037 -0.000149636 0.000633407 -0.000372892 4.80998e-05 0.000483149 0.00122778 -0.000150927 -1.14389e-05 1.34869e-05
internal_weight=0 3702 3619 3569 559 513 113 400 3010 364 168 196 2646 2577
internal_count=3753 3702 3619 3569 559 513 113 400 3010 364 168 196 2646 2577
is_linear=0
shrinkage=0.0995203


Tree=4901
num_leaves=10
num_cat=0
split_feature=1 18 6 10 3 26 8 10 17
split_gain=0.00748174 0.00704228 0.0213702 0.00573844 0.00462836 0.00777964 0.00603285 0.0087355 0.00437434
threshold=0.62916000000000016 0.19545000000000004 0.041585000000000011 0.09056500000000002 0.17152000000000003 -0.2382 0.10228000000000002 0.086165000000000019 -0.098644999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -7 -8
right_child=-2 2 -4 -5 -6 6 8 -9 -10
leaf_value=-0.0011123179673229167 -0.0011873840690381872 -0.00040636447766379436 0.0022921242766874464 0.00082429664534266827 0.00082014135105451264 -1.3207161406180024e-05 7.6587546564573295e-05 -0.0012459068613844089 0.0014690714930068762
leaf_weight=65 51 65 52 82 64 3224 46 58 46
leaf_count=65 51 65 52 82 64 3224 46 58 46
internal_value=0 2.61522e-05 0.000785967 1.12652e-06 -1.7909e-05 -3.37432e-05 -1.27219e-05 -3.52411e-05 0.000781728
internal_weight=0 3702 117 3585 3503 3439 3374 3282 92
internal_count=3753 3702 117 3585 3503 3439 3374 3282 92
is_linear=0
shrinkage=0.0995203


Tree=4902
num_leaves=14
num_cat=0
split_feature=11 11 18 26 26 18 18 17 2 2 17 18 17
split_gain=0.00714831 0.00913407 0.00666247 0.00428056 0.017739 0.0213506 0.0074425 0.00535479 0.00940683 0.0108884 0.00571446 0.0141796 0.00912883
threshold=-0.37931999999999999 -0.11166 0.26473000000000008 0.11991000000000003 0.15222000000000005 0.090540000000000023 0.087505000000000013 0.50644500000000015 -0.073884999999999992 -0.079954999999999984 0.11639500000000001 -0.082304999999999989 0.053575000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 5 -5 -6 10 9 -9 12 -12 -3
right_child=1 2 -4 4 6 -7 -8 8 -10 -11 11 -13 -14
leaf_value=-0.0010509365302929846 0.0013763186939463557 -1.2855563796668507e-05 0.00096977698320964759 -3.6563789438685662e-05 -0.00021411135056217636 -0.0027918753456792293 0.0012669491911888929 0.00090655669078300413 0.0013609401898407288 -0.0011916967254658863 -0.0018536357442667257 -0.00011716226336329703 0.00067093481170821658
leaf_weight=62 49 2562 70 60 90 53 53 51 79 47 55 313 209
leaf_count=62 49 2562 70 60 90 53 53 51 79 47 55 313 209
internal_value=0 2.64992e-05 8.1137e-06 -1.05027e-05 -0.000402749 -0.00133612 0.000329089 1.95324e-05 0.000552197 -9.13953e-05 -1.02424e-05 -0.000378914 3.84232e-05
internal_weight=0 3691 3642 3572 256 113 143 3316 177 98 3139 368 2771
internal_count=3753 3691 3642 3572 256 113 143 3316 177 98 3139 368 2771
is_linear=0
shrinkage=0.0995203


Tree=4903
num_leaves=14
num_cat=0
split_feature=29 18 27 3 26 3 0 0 26 0 3 0 26
split_gain=0.00706675 0.00497552 0.0041407 0.00488179 0.00783055 0.0151347 0.0157795 0.0140712 0.0175868 0.0151373 0.0072676 0.00666154 0.00472755
threshold=-0.117605 0.26473000000000008 -0.089999999999999997 0.091225000000000014 0.088435000000000027 0.084955000000000017 -0.078479999999999994 -0.084369999999999987 0.08598500000000002 -0.082494999999999999 0.091865000000000016 -0.23177499999999998 0.11991000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 -7 8 -4 -9 -5 -12 -13
right_child=1 -3 3 10 5 6 -8 9 -10 -11 11 12 -14
leaf_value=-0.0011442047606137324 0.00078294692526005008 0.00085514982027510081 -7.7956500666165583e-06 -0.0010317337215562114 0.0016359039153813881 -5.7193910238839441e-05 0.0016469696802791304 0.0014864203632269876 -0.0011048270994525676 0.00010672399036022211 -0.0010739684144944013 2.6643390781577784e-05 -0.00046723964135947772
leaf_weight=52 67 70 576 83 87 364 63 101 194 365 64 1446 221
leaf_count=52 67 70 576 83 87 364 63 101 194 365 64 1446 221
internal_value=0 2.39764e-05 7.72722e-06 -6.61654e-06 0.000111726 0.000438257 0.000192323 -2.34024e-05 -0.000285254 0.000407514 -0.000121235 -7.71044e-05 -3.83413e-05
internal_weight=0 3701 3631 3564 1750 514 427 1236 770 466 1814 1731 1667
internal_count=3753 3701 3631 3564 1750 514 427 1236 770 466 1814 1731 1667
is_linear=0
shrinkage=0.0995203


Tree=4904
num_leaves=12
num_cat=0
split_feature=4 2 9 17 5 22 3 9 29 29 4
split_gain=0.0184445 0.00897028 0.0151947 0.0111503 0.00668705 0.00750682 0.00568725 0.00490379 0.0106949 0.00585453 0.00471274
threshold=0.15615500000000004 -0.157135 0.098465000000000011 -0.55754499999999996 -0.54165499999999989 0.11884500000000002 0.10457000000000002 -0.076039999999999983 -0.012945 -0.081974999999999992 0.10386500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 10 7 -1 9 -9 -6 -5
right_child=-2 3 -4 4 5 -7 -8 8 -10 -11 -12
leaf_value=0.00079790391077289816 0.0019750025736507805 -0.0013855341514794261 0.002274651381248874 0.00013029778285231764 0.0011400283957275835 -0.0010033790065630498 -0.00046356093796562603 -0.00081922833981474782 2.2181845214723043e-05 0.00014003841474557877 0.0015681392480880233
leaf_weight=73 49 57 46 47 78 73 68 158 2802 236 46
leaf_count=73 49 57 46 47 78 73 68 158 2802 236 46
internal_value=0 3.08684e-05 0.000702454 -4.81015e-06 1.78302e-05 -5.05608e-06 0.000183732 1.69534e-05 -2.24547e-05 0.000391051 0.000850291
internal_weight=0 3684 187 3497 3440 3347 141 3274 2960 314 93
internal_count=3733 3684 187 3497 3440 3347 141 3274 2960 314 93
is_linear=0
shrinkage=0.0995203


Tree=4905
num_leaves=11
num_cat=0
split_feature=4 2 9 23 5 5 5 3 0 5
split_gain=0.0149544 0.00727254 0.0123181 0.00821792 0.0106583 0.0106639 0.00581523 0.0046143 0.00445025 0.00549207
threshold=0.15615500000000004 -0.157135 0.098465000000000011 -0.046924999999999994 -0.53715999999999997 -0.54885499999999998 -0.52356999999999998 0.10457000000000002 0.15238000000000004 -0.0054650000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 5 -5 -6 -1 9 -8
right_child=-2 3 -4 4 6 -7 8 -9 -10 -11
leaf_value=0.00071849633225333108 0.0017784499420550163 -0.0010280129845086227 0.0020482771892374541 5.3421576283177037e-05 -0.0011132543036834841 0.0019975698231215248 8.5980374002711816e-05 -0.00041742720556008518 0.00093336079574973688 -0.00018409860916878844
leaf_weight=73 49 76 46 61 47 53 2033 68 50 1177
leaf_count=73 49 76 46 61 47 53 2033 68 50 1177
internal_value=0 2.78406e-05 0.000632546 -4.26155e-06 1.82425e-05 0.000964461 -1.41283e-05 0.000164869 1.46691e-06 -1.27936e-05
internal_weight=0 3684 187 3497 3421 114 3307 141 3260 3210
internal_count=3733 3684 187 3497 3421 114 3307 141 3260 3210
is_linear=0
shrinkage=0.0995203


Tree=4906
num_leaves=10
num_cat=0
split_feature=1 10 4 4 17 29 5 22 9
split_gain=0.0129313 0.00931299 0.00746962 0.0135883 0.00627198 0.00596684 0.00462073 0.00563985 0.00546512
threshold=0.55657000000000012 0.085705000000000017 0.10300500000000003 0.10801000000000002 -0.55754499999999996 -0.096654999999999991 -0.54165499999999989 0.11884500000000002 0.11891000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 -7 8 -8
right_child=-2 2 3 -5 5 6 7 -9 -10
leaf_value=-0.00092141969911838865 0.0013058737387155518 -0.00020746639317865203 0.0024859729015662938 0.00020527171489578613 -0.0010744317979513979 0.00076805660209258849 -9.7628679275674477e-07 -0.00089435708297514805 0.00076109549524108918
leaf_weight=74 79 51 48 58 50 80 3129 68 96
leaf_count=74 79 51 48 58 50 80 3129 68 96
internal_value=0 1.85403e-05 0.000768483 0.00124577 -1.48947e-05 4.46385e-06 2.06997e-05 2.29481e-06 2.14548e-05
internal_weight=0 3654 157 106 3497 3423 3373 3293 3225
internal_count=3733 3654 157 106 3497 3423 3373 3293 3225
is_linear=0
shrinkage=0.0995203


Tree=4907
num_leaves=14
num_cat=0
split_feature=4 10 6 10 23 9 3 6 20 6 6 3 18
split_gain=0.0118136 0.00840913 0.00863291 0.0174376 0.00587031 0.00776805 0.0232004 0.00681477 0.0181115 0.00937575 0.0122469 0.00466759 0.00950974
threshold=0.15615500000000004 0.085705000000000017 -0.10754999999999999 0.090150000000000022 -0.046924999999999994 0.11408000000000003 0.10214500000000003 0.12241500000000002 -0.24910499999999999 0.11642500000000001 0.11146500000000002 0.12870500000000004 0.022040000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 7 -7 9 -9 10 -6 12 -8
right_child=-2 2 3 -5 5 6 11 8 -10 -11 -12 -13 -14
leaf_value=-0.00085905858580083265 0.0015767213639846808 0.0017996141577408054 0.0014484346539860157 -0.0011036482436312623 1.5637999693335757e-06 0.0025717436782541165 0.00050973131882242433 0.00041263023418652351 -0.0019949816636971383 0.0012761788272200618 -0.0016004300163790502 0.00077606018527261904 -0.0014118465386873185
leaf_weight=79 49 51 55 51 3019 46 55 63 60 56 48 54 47
leaf_count=79 49 51 55 51 3019 46 55 63 60 56 48 54 47
internal_value=0 2.07598e-05 0.000733492 0.000212823 -1.07345e-05 8.46475e-06 0.000607449 -2.85581e-05 -0.000755159 0 -2.32413e-05 2.29851e-05 -0.000367676
internal_weight=0 3684 157 106 3527 3448 202 3246 123 3123 3067 156 102
internal_count=3733 3684 157 106 3527 3448 202 3246 123 3123 3067 156 102
is_linear=0
shrinkage=0.0995203


Tree=4908
num_leaves=30
num_cat=0
split_feature=9 9 3 9 1 18 18 1 18 5 8 8 9 2 9 20 8 8 6 6 8 6 5 6 19 18 18 18 9
split_gain=0.00446447 0.0608036 0.0139392 0.0278671 0.0158507 0.0101301 0.0198361 0.0158075 0.0185094 0.0110852 0.0108698 0.00837508 0.0288246 0.0298925 0.0164213 0.0129285 0.00753088 0.0268051 0.00700029 0.0217287 0.0404462 0.0117382 0.00779994 0.0091603 0.00688855 0.0105854 0.0105587 0.0103216 0.0114526
threshold=0.088710000000000025 0.088995000000000019 0.11125500000000002 0.093705000000000024 0.05340000000000001 -0.01205 -0.037059999999999989 -0.079629999999999992 0.090025000000000022 -0.040404999999999996 -0.051259999999999993 -0.07106999999999998 0.11296000000000002 -0.082174999999999984 0.11891000000000003 -0.077044999999999988 -0.07034 -0.0073049999999999999 0.089810000000000015 0.094100000000000031 -0.082014999999999991 0.089090000000000016 -0.020074999999999999 0.10615500000000003 0.12633000000000003 0.10189500000000003 0.11769500000000002 0.093865000000000018 0.08735500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 -2 4 -4 5 6 9 10 -9 -3 -7 15 13 -13 -14 -5 -6 -18 21 20 -20 24 -21 -24 25 27 -27 28 -1
right_child=1 2 3 11 16 7 -8 8 -10 -11 -12 12 14 -15 -16 -17 17 -19 19 22 -22 -23 23 -25 -26 26 -28 -29 -30
leaf_value=3.2665675696725446e-05 0.0035356872765894155 -0.0014886143075864635 0.002723035102925537 0.00070872039051005249 -0.00030696508615229458 -0.0013326331461032336 -0.0022204056798257486 0.0020190557189215495 0.00029302675792172923 0.00010382489195565445 0.00047258009031424957 0.00015498152992281223 -0.0018630140865924269 0.0037238747470421836 0.00045568794445712365 -0.0014089639221716744 -0.0033292089725861181 3.3166816399340391e-05 7.3659764836316182e-05 -0.00090205948238890256 -0.0037891727048467183 0.0015400428441743397 0.0016464152529767607 -0.00010318122251585614 0.0011525941354631065 -0.0018734717805655584 -1.553039637725959e-05 0.0013384301824354364 -0.00090201075436403572
leaf_weight=1504 51 49 51 51 84 77 48 82 253 368 57 48 47 46 84 64 46 47 60 48 48 48 49 73 47 62 61 55 142
leaf_count=1504 51 49 51 51 84 77 48 82 253 368 57 48 47 46 84 64 46 47 60 48 48 48 49 73 47 62 61 55 142
internal_value=0 0.000156094 4.07958e-05 0.000552268 -0.000138472 2.43132e-05 -0.000303901 0.000351474 0.000717961 -8.13333e-05 -0.000558635 0.000224245 0.000578988 0.00191017 -0.000369964 -0.000462699 -0.00100209 -0.00162114 -6.42468e-05 -0.000530998 -0.00163558 2.94359e-06 0.000165918 0.000592816 -3.60528e-05 -6.71301e-05 -0.00095871 -2.17837e-06 -4.74713e-05
internal_weight=0 1553 1502 391 1111 934 465 469 335 417 134 340 225 94 131 115 177 93 2197 278 108 1919 170 122 1871 1824 123 1701 1646
internal_count=3750 1553 1502 391 1111 934 465 469 335 417 134 340 225 94 131 115 177 93 2197 278 108 1919 170 122 1871 1824 123 1701 1646
is_linear=0
shrinkage=0.0995203


Tree=4909
num_leaves=22
num_cat=0
split_feature=35 1 1 27 21 1 4 2 4 0 4 4 8 1 6 0 0 19 9 29 2
split_gain=0.00578319 0.00581876 0.0412324 0.00522166 0.00493499 0.00706912 0.0077654 0.0125767 0.0116281 0.00458114 0.00700148 0.0149265 0.00980585 0.0104693 0.0065774 0.00551777 0.00454309 0.00409061 0.0045287 0.00357288 0.00308392
threshold=0.004000000000000001 0.066150000000000028 0.081675000000000011 0.081260000000000013 0.13765500000000006 0.15756500000000004 0.10724500000000002 0.13896000000000006 0.094725000000000018 -0.096019999999999994 0.08544000000000003 0.090595000000000023 -0.012329999999999999 -0.021369999999999997 -0.083069999999999991 -0.093765000000000001 -0.14731999999999998 -0.07525999999999998 0.092605000000000021 -0.077709999999999987 -0.079739999999999991
decision_type=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 9 5 -4 8 -8 -7 10 12 -12 20 -14 -13 -11 -5 -17 -19 -18 -1
right_child=-2 2 4 16 -6 6 7 -9 -10 15 11 14 13 -15 -16 17 19 18 -20 -21 -22
leaf_value=-0.00051170688147521412 -0.0010842227977265315 0.0029134285953879395 -0.00084670808562168124 -0.00029122888076788428 0.0010524637121771267 0.00017910420513988809 -0.00061434955574782388 0.00084643652995954662 0.0019200006334719802 0.00093919370752981583 0.0015430980700284229 -0.0012744048213168843 -0.00047419877708646126 -0.0025788550625732518 0.0002410448319683075 -0.00083163664211505369 0.00032322556749948714 -9.7224667289633234e-05 0.00020579220161454648 0.0013991705535993135 0.00048342836067368357
leaf_weight=91 46 55 85 50 47 164 207 81 50 60 51 56 50 46 56 61 70 1621 699 58 46
leaf_count=91 46 55 85 50 47 164 207 81 50 60 51 56 50 46 56 61 70 1621 699 58 46
internal_value=0 3.81712e-05 0.000299181 -2.12043e-05 7.11017e-05 -6.07963e-06 0.000134627 -0.000200661 0.000589681 -5.42706e-05 -0.000368271 0.000127791 -0.000718814 -0.00149121 -0.000509371 -2.9955e-06 0.000501215 -2.7082e-05 -5.57492e-06 0.000817159 -0.000171598
internal_weight=0 3704 689 3015 634 587 502 288 214 2837 396 163 233 96 112 2441 178 2381 2320 128 137
internal_count=3750 3704 689 3015 634 587 502 288 214 2837 396 163 233 96 112 2441 178 2381 2320 128 137
is_linear=0
shrinkage=0.0995203


Tree=4910
num_leaves=17
num_cat=0
split_feature=35 5 1 4 20 1 1 2 1 17 20 4 17 4 18 17
split_gain=0.00469015 0.00480627 0.0227637 0.0106414 0.0122877 0.0103274 0.00839378 0.00561337 0.00904991 0.0501923 0.0120943 0.00864556 0.0133861 0.00805326 0.00796766 0.00691211
threshold=0.004000000000000001 -0.49053999999999998 0.44303500000000012 0.10724500000000002 -0.0070099999999999997 0.26846000000000009 0.51613500000000012 0.14685000000000001 0.066150000000000028 -1.0000000180025095e-35 -0.073489999999999986 0.10724500000000002 -0.15313499999999999 0.10343500000000001 0.10085500000000001 -0.0064000000000000003
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 8 11 -10 -11 13 -13 -3 15 -9
right_child=-2 6 -4 -5 -6 -7 -8 14 9 10 -12 12 -14 -15 -16 -17
leaf_value=2.3075453083253927e-05 -0.00097632076822621661 -1.4672356623378011e-05 0.0024284633185724428 -0.00087051363306458909 -0.00075309323304205314 0.0019876349716854706 -0.0013194501015751337 -0.00015028701265136751 0.0027853608546113753 -0.0012719439668529061 0.00029299268100772287 0.0019665072180554688 -9.7865701252551293e-05 -0.0011040607693578188 0.00052547604389172704 -0.0016441344464450047
leaf_weight=49 46 2679 47 84 51 60 47 59 76 68 173 55 70 69 50 67
leaf_count=49 46 2679 47 84 51 60 47 59 76 68 173 55 70 69 50 67
internal_value=0 3.44164e-05 0.000422666 3.29479e-05 0.000512382 0.001112 1.07355e-06 1.97555e-05 5.01773e-05 0.000554836 -0.00014517 -5.22058e-06 0.00080391 -4.23239e-05 -0.00052699 -0.000951132
internal_weight=0 3704 291 244 160 109 3413 3366 3190 317 241 2873 125 2748 176 126
internal_count=3750 3704 291 244 160 109 3413 3366 3190 317 241 2873 125 2748 176 126
is_linear=0
shrinkage=0.0995203


Tree=4911
num_leaves=13
num_cat=0
split_feature=35 1 17 9 3 9 3 20 20 1 18 2
split_gain=0.00380283 0.00386019 0.0354821 0.00801047 0.0185556 0.0148827 0.00794339 0.0050873 0.00895017 0.0037678 0.00759373 0.00433436
threshold=0.004000000000000001 0.066150000000000028 -1.0000000180025095e-35 0.11408000000000003 0.14940500000000004 0.098720000000000016 0.10377500000000002 -0.24910499999999999 -0.15615999999999999 0.058455000000000014 -0.26631499999999997 0.097285000000000024
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 -10 -12
right_child=-2 2 3 -5 -6 -7 -8 8 9 -11 11 -13
leaf_value=0.00097755012180775983 -0.00087915710965962609 0.0020861334407595825 0.00063847015611873039 -0.0010254495436845174 0.0018487862228171359 -0.0016699573157314793 -0.00024612187603720488 -0.0013548134486923882 0.0010364418720271605 -0.00077912159800378573 1.6119798944183261e-05 -0.00043930022000372997
leaf_weight=50 46 90 165 71 54 53 256 50 69 62 2559 225
leaf_count=50 46 90 165 71 54 53 256 50 69 62 2559 225
internal_value=0 3.09253e-05 0.000243532 -3.1953e-05 0.000100092 -9.73996e-05 9.86265e-05 -1.73889e-05 -3.44431e-05 -1.15144e-05 4.87996e-06 -2.03927e-05
internal_weight=0 3704 689 599 528 474 421 3015 2965 2915 2853 2784
internal_count=3750 3704 689 599 528 474 421 3015 2965 2915 2853 2784
is_linear=0
shrinkage=0.0995203


Tree=4912
num_leaves=19
num_cat=0
split_feature=17 28 1 1 17 17 4 1 3 1 26 2 2 1 8 26 3 4
split_gain=0.0192702 0.0119832 0.00822343 0.0525873 0.00561156 0.0106433 0.0101911 0.00782314 0.00720857 0.00491377 0.00355896 0.00592095 0.00579681 0.00467669 0.017572 0.0132421 0.00555132 0.0116546
threshold=-0.57205499999999987 0.083225000000000021 -0.082489999999999994 -0.084204999999999988 -0.09744499999999999 -0.067864999999999995 0.11541000000000003 -0.090939999999999993 0.10920500000000002 -0.093734999999999999 0.12086000000000002 -0.072624999999999981 -0.057419999999999999 -0.067015000000000005 -0.068904999999999994 0.10264000000000002 0.16149500000000003 0.14039500000000002
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 9 -7 8 -2 -6 13 -12 -13 14 15 -4 17 -15
right_child=1 -3 10 -5 5 6 -8 -9 -10 -11 11 12 -14 16 -16 -17 -18 -19
leaf_value=0.0019300567434850156 -0.00055809040866360655 -0.0013081017411237319 -0.00031066248917051737 0.0026835757521090774 0.0019273135412796114 -0.00015999969426282363 0.0014210471114126186 0.00091802821846260834 0.00064318743805379065 0.0005473375980569841 0.0013057688002423107 -0.0007784423558136296 0.00055920229646521204 -3.4595064103111006e-05 -0.0016220197495962106 0.0013913824407226832 -0.00079705991322788061 0.0014764576887076109
leaf_weight=52 318 68 347 82 47 329 46 53 58 61 48 54 79 1812 91 52 89 52
leaf_count=52 318 68 347 82 47 329 46 53 58 61 48 54 79 1812 91 52 89 52
internal_value=0 5.49619e-07 2.53719e-05 0.000269313 5.13429e-05 0.000284717 3.17592e-05 -0.000209499 -0.00037061 0.00115546 -6.67235e-05 0.000358111 9.94329e-06 -9.85343e-05 -0.000373575 -8.67903e-05 -2.91084e-05 7.11963e-06
internal_weight=0 3686 3618 994 912 483 375 429 376 108 2624 181 133 2443 490 399 1953 1864
internal_count=3738 3686 3618 994 912 483 375 429 376 108 2624 181 133 2443 490 399 1953 1864
is_linear=0
shrinkage=0.0995203


Tree=4913
num_leaves=18
num_cat=0
split_feature=1 1 19 28 26 26 26 26 26 3 26 27 24 26 5 26 1
split_gain=0.0130958 0.0392758 0.0154303 0.00819721 0.00421368 0.0172311 0.0156447 0.0129237 0.00765315 0.00762635 0.00746366 0.00407858 0.00348475 0.00312661 0.00587537 0.00349953 0.00365028
threshold=-0.082489999999999994 -0.084204999999999988 0.10725500000000003 0.079615000000000019 0.089725000000000013 0.091275000000000023 0.088325000000000028 0.087625000000000022 0.086095000000000019 0.088475000000000012 0.096275000000000013 -0.088359999999999994 0.084270000000000025 0.15222000000000005 -0.088935 0.11991000000000003 -0.081889999999999991
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 6 -6 7 8 -1 -7 -11 -2 13 15 -15 16 -13
right_child=3 -3 -4 -5 5 9 -8 -9 -10 10 -12 12 -14 14 -16 -17 -18
leaf_value=0.00011272952987948462 -0.00091128666180519016 0.0024165057162463589 0.0017797723974793771 -0.001186439283716361 0.0020718945919843764 -0.0010510765312141462 -0.0014191474546556167 0.0016801598770038945 -0.00092640702419006431 0.001380587704514666 -0.00027370584344210875 -0.00093082449802043383 0.00071083444922732616 -0.0002847839553945478 0.0011947921717363021 -0.00070243778309000049 -4.3546111338551706e-05
leaf_weight=485 55 82 54 66 49 52 76 47 82 46 64 47 59 51 54 88 2281
leaf_count=485 55 82 54 66 49 52 76 47 82 46 64 47 59 51 54 88 2281
internal_value=0 0.000325706 0.000145325 -9.02776e-05 4.64583e-05 0.0004362 -7.15372e-05 9.39348e-05 -3.61075e-05 -5.34945e-05 0.000410648 -6.25108e-05 -4.40994e-05 -6.20922e-05 0.000468345 -8.5484e-05 -6.1811e-05
internal_weight=0 1037 955 2701 901 211 690 614 567 162 110 2635 2580 2521 105 2416 2328
internal_count=3738 1037 955 2701 901 211 690 614 567 162 110 2635 2580 2521 105 2416 2328
is_linear=0
shrinkage=0.0995203


Tree=4914
num_leaves=16
num_cat=0
split_feature=1 28 1 1 3 18 4 18 0 6 9 5 27 8 9
split_gain=0.0113242 0.00823211 0.00654585 0.0337718 0.0041861 0.00525497 0.0174169 0.00841369 0.00409732 0.0122403 0.0117184 0.00872708 0.00646001 0.00592438 0.00459861
threshold=-0.55579999999999996 0.083225000000000021 -0.082489999999999994 -0.084204999999999988 0.081685000000000021 -0.096219999999999986 0.084755000000000025 -0.025879999999999997 -0.057604999999999996 0.11596500000000003 0.10153500000000003 0.51390500000000017 0.10630500000000002 -0.073999999999999996 0.083715000000000026
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 -6 -7 11 10 13 12 14 -10 -4
right_child=1 -3 8 -5 5 7 -8 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=0.0015253599188608407 -0.00060227762679726602 -0.0010990517788283833 0.00016052192378236601 0.0021760145522435517 0.001901798866252403 -0.00043509030311215583 -0.00021037454373717935 0.00029620427211202144 -0.0010452205791451883 0.0010151181793603074 -0.001800677190573583 0.0012573256623493905 0.0011078534156438629 0.00026432781803226797 -0.00015664363927596377
leaf_weight=49 84 66 620 82 65 256 94 398 55 47 71 52 47 89 1663
leaf_count=49 84 66 620 82 65 256 94 398 55 47 71 52 47 89 1663
internal_value=0 2.17627e-06 2.24633e-05 0.000242463 6.47931e-05 0.000134722 0.000647944 8.69656e-06 -5.8687e-05 -0.00043237 -0.000752605 -1.72413e-05 -4.60379e-05 -0.000230162 -7.01516e-05
internal_weight=0 3689 3623 979 897 813 159 654 2644 262 215 2382 2330 144 2283
internal_count=3738 3689 3623 979 897 813 159 654 2644 262 215 2382 2330 144 2283
is_linear=0
shrinkage=0.0995203


Tree=4915
num_leaves=13
num_cat=0
split_feature=1 28 1 1 10 1 18 21 21 0 22 27
split_gain=0.00918203 0.00667545 0.00540742 0.0341124 0.0041535 0.00600627 0.00632605 0.00367855 0.00721221 0.00470371 0.00326008 0.0030475
threshold=-0.55579999999999996 0.083225000000000021 -0.082635 -0.084059999999999996 0.086275000000000018 -0.50597999999999999 -0.094939999999999997 0.13557500000000003 0.12603000000000006 -0.06340999999999998 0.10292000000000003 -0.086859999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 10 -9 11 -4
right_child=1 -3 7 -5 -6 6 -8 9 -10 -11 -12 -13
leaf_value=0.0013735558712842752 -0.00077167638691249337 -0.00098967389471632506 -0.00083481215634824174 0.0025623564545091712 0.00081997071498218907 0.00071902707469893466 -3.185478295811941e-05 -6.1928696354799162e-05 0.0011095544603514015 -0.0013702363353198031 -0.00069932805918407261 -1.6230428544928672e-05
leaf_weight=49 87 66 46 58 68 135 619 68 54 47 75 2366
leaf_count=49 87 66 46 58 68 135 619 68 54 47 75 2366
internal_value=0 1.9597e-06 2.02502e-05 0.000221913 7.16767e-05 1.01991e-05 0.000101501 -5.28631e-05 -2.76092e-05 -0.000603747 -5.26295e-05 -3.21813e-05
internal_weight=0 3689 3623 967 909 841 754 2656 2541 115 2487 2412
internal_count=3738 3689 3623 967 909 841 754 2656 2541 115 2487 2412
is_linear=0
shrinkage=0.0995203


Tree=4916
num_leaves=14
num_cat=0
split_feature=19 38 12 26 26 8 26 8 26 0 4 4 4
split_gain=0.0138775 0.00671262 0.011729 0.00774564 0.0133674 0.00856558 0.0224325 0.0148039 0.0196167 0.0101318 0.00415282 0.012914 0.00922551
threshold=0.14071500000000006 -0.080750000000000002 0.097490000000000021 0.083970000000000031 0.08358500000000002 -0.062834999999999988 0.12508000000000005 -0.052214999999999998 0.11659500000000002 -0.11239999999999999 0.084755000000000025 0.080475000000000033 0.088720000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 6 9 -7 -9 -5 11 -3 -12
right_child=-2 2 -4 5 -6 7 -8 8 -10 -11 12 -13 -14
leaf_value=-0.00091679066979800646 0.0016825323328093077 0.00016626328479232405 0.0015456156869839959 -0.0012282058718742449 0.0016951568882465715 -0.0021038501345820772 0.0021220909449325576 0.0012267338448993922 -0.00084545207914849918 -5.287295732121118e-05 -0.0010202018442895832 0.0018221957699097676 7.8286357766432299e-05
leaf_weight=78 49 572 49 76 55 55 46 62 166 1709 85 51 689
leaf_count=78 49 572 49 76 55 55 46 62 166 1709 85 51 689
internal_value=0 -3.17721e-06 1.63092e-05 -4.47531e-06 0.000172264 -0.000126256 -4.70166e-05 -0.00063604 -0.000278372 -0.000103374 0.000111722 0.000303135 -4.12911e-05
internal_weight=0 3693 3615 3566 1452 2114 1831 283 228 1785 1397 623 774
internal_count=3742 3693 3615 3566 1452 2114 1831 283 228 1785 1397 623 774
is_linear=0
shrinkage=0.0995203


Tree=4917
num_leaves=16
num_cat=0
split_feature=17 17 6 3 3 1 11 6 18 18 17 1 5 18 3
split_gain=0.011181 0.0173369 0.00697322 0.0121975 0.0095624 0.0112846 0.00641119 0.006443 0.00605154 0.0232136 0.0158727 0.0118453 0.00637504 0.00498354 0.00173972
threshold=0.51174000000000019 0.53699500000000022 0.11481500000000001 0.09587500000000003 0.10871500000000002 -0.052259999999999994 1.0000000180025095e-35 0.10877500000000002 -0.082304999999999989 -0.050324999999999995 0.11180000000000002 -0.067015000000000005 0.62720500000000012 -0.040349999999999997 0.093835000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 7 8 10 11 12 -10 -1 -11 -3
right_child=1 14 3 4 5 -7 -8 -9 9 13 -12 -13 -14 -15 -16
leaf_value=2.3643270195381433e-05 0.0018494928402527835 -0.00056648397810879849 -0.0018462935517568461 0.00078574242798268583 0.00021794219444996695 -0.0018388806591884987 0.0010431536711012657 0.0011408938427690176 -0.002400446988231727 0.00096688211922730518 0.0019984314829560169 -0.00055732069092842118 0.0010722345273909239 -4.7860855008279244e-05 0.0002847922668142749
leaf_weight=806 82 46 55 67 56 49 59 48 60 49 46 85 62 2124 48
leaf_count=806 82 46 55 67 56 49 59 48 60 49 46 85 62 2124 48
internal_value=0 0.000791308 -2.11536e-05 -0.000554992 -0.000137316 -0.000734112 1.4894e-05 -3.35261e-06 -2.05997e-05 -0.00010634 0.000195952 -0.00132564 9.94858e-05 -2.46022e-05 -0.000123081
internal_weight=0 176 3566 227 172 105 3339 3280 3232 2318 914 145 868 2173 94
internal_count=3742 176 3566 227 172 105 3339 3280 3232 2318 914 145 868 2173 94
is_linear=0
shrinkage=0.0995203


Tree=4918
num_leaves=12
num_cat=0
split_feature=17 0 23 0 36 17 3 0 0 0 1
split_gain=0.00906429 0.0170129 0.00604078 0.00971596 0.00708488 0.00502915 0.00580826 0.00452315 0.00711778 0.00620818 0.00328889
threshold=0.51174000000000019 -0.078664999999999999 -0.022119999999999997 -0.066264999999999991 0.090760000000000021 0.42451000000000011 -0.13947499999999999 -0.086775000000000005 -0.086025000000000004 -0.087394999999999987 0.0043150000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 5 6 -4 9 -9 -8 -2
right_child=1 -3 4 -5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.00014210277176153599 -0.00077879412586710165 0.0017976533305918327 0.00093919020087105353 0.0017320418686232011 -0.0011331393286274252 -0.00093424533572325583 6.6612689519391933e-05 -0.0010453261154109612 -8.020450313612809e-05 0.0010196496517570655 0.00037686073470392912
leaf_weight=59 46 79 63 50 58 59 1197 79 1929 72 51
leaf_count=59 46 79 63 50 58 59 1197 79 1929 72 51
internal_value=0 0.000712557 -1.8957e-05 0.000710087 -4.21807e-05 -2.33239e-05 -6.98767e-06 -2.54277e-05 -0.000118583 0.000121331 -0.000162742
internal_weight=0 176 3566 109 3457 3399 3340 3277 2008 1269 97
internal_count=3742 176 3566 109 3457 3399 3340 3277 2008 1269 97
is_linear=0
shrinkage=0.0995203


Tree=4919
num_leaves=17
num_cat=0
split_feature=19 38 26 26 23 8 1 1 1 8 21 26 6 26 0 0
split_gain=0.0108761 0.00485342 0.0060421 0.0105884 0.007933 0.00751934 0.0207218 0.0157347 0.0107587 0.00813548 0.00910383 0.00436843 0.00750862 0.00587077 0.00388495 0.00265753
threshold=0.14061500000000002 -0.080750000000000002 0.083970000000000031 0.08358500000000002 -0.022119999999999997 -0.050299999999999997 -0.080689999999999998 -0.03694999999999999 -0.11064999999999998 -0.057284999999999996 0.091135000000000022 -0.081709999999999991 -0.40707999999999994 -0.23202999999999999 -0.081094999999999987 -0.076914999999999997
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 8 -7 -8 15 10 -10 13 -13 -6 -9 -4
right_child=-2 2 5 -5 11 6 7 14 9 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.00078305735201127005 0.0014430109776570831 0.0010750975652889074 0.00046026814712090786 0.0015203649411003562 -0.00029373812380557472 -0.0022261546471166187 0.0014483051201549643 -0.00012221147843661544 -0.00023043921971159457 0.0011745565504939408 0.00035691849742980315 -0.0009907398464319081 2.1709258310601856e-05 0.00055987455031550587 -0.001363958927461895 0.0015512049765503651
leaf_weight=78 52 80 48 55 108 60 48 53 1449 49 318 79 874 295 50 46
leaf_count=78 52 80 48 55 108 60 48 53 1449 49 318 79 874 295 50 46
internal_value=0 -6.22777e-06 1.0321e-05 0.000164045 0.000111527 -9.73566e-05 -0.000661348 -3.41491e-05 -3.46231e-05 -8.87752e-05 -0.000124271 5.40753e-05 -6.13599e-05 0.000329083 -0.00073295 0.00100284
internal_weight=0 3690 3612 1491 1436 2121 211 151 1910 1816 1767 1356 953 403 103 94
internal_count=3742 3690 3612 1491 1436 2121 211 151 1910 1816 1767 1356 953 403 103 94
is_linear=0
shrinkage=0.0995203


Tree=4920
num_leaves=14
num_cat=0
split_feature=22 28 18 5 18 4 4 2 26 2 5 26 2
split_gain=0.0322939 0.00622075 0.00555343 0.0213011 0.00667219 0.00587722 0.0107051 0.00983617 0.00485413 0.00573735 0.00551759 0.0181592 0.00653061
threshold=0.13292500000000004 0.094675000000000023 -0.098315 -0.0065700000000000003 -0.093649999999999997 0.10098000000000003 0.075700000000000031 -0.071344999999999992 0.15583500000000003 -0.057419999999999999 0.054660000000000007 0.096685000000000021 -0.058894999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 -5 10 -10 12 -12 -6
right_child=-2 -3 4 5 8 -7 -8 -9 9 -11 11 -13 -14
leaf_value=-0.002015185270465205 0.0025476082812837834 0.00098461486019198229 0.00079130215712821671 -0.00032485967751689007 3.8561948568936735e-05 0.00072399973310094488 -0.0013207536003766362 0.0011579339891611235 -0.00014774476137910356 0.0013855685942284562 -0.00013827811940397272 -0.0017401755896102658 -0.00032080029231382461
leaf_weight=72 46 51 86 212 1817 63 81 56 48 47 387 86 690
leaf_count=72 46 51 86 212 1817 63 81 56 48 47 387 86 690
internal_value=0 -0.000105153 -0.000120625 -0.000434893 -7.22467e-05 -0.000156739 -0.000318072 -1.19675e-05 -9.66642e-05 0.000602225 -0.000119219 -0.000431263 -6.00186e-05
internal_weight=0 3696 3645 484 3161 412 349 268 3075 95 2980 473 2507
internal_count=3742 3696 3645 484 3161 412 349 268 3075 95 2980 473 2507
is_linear=0
shrinkage=0.0995203


Tree=4921
num_leaves=20
num_cat=0
split_feature=20 3 18 1 26 3 17 2 2 17 8 17 2 17 17 26 9 8 1
split_gain=0.0255302 0.00989531 0.0436572 0.00898606 0.0224503 0.0117667 0.00630501 0.00598905 0.0211681 0.0175142 0.0294415 0.0251088 0.0166873 0.00918542 0.0106155 0.00964747 0.00697887 0.00427229 0.00473413
threshold=0.24030500000000005 0.083875000000000019 -0.097059999999999994 -0.08616 0.085855000000000029 0.081225000000000019 -0.56655999999999984 -0.084869999999999987 -0.087359999999999993 -0.015100000000000001 -0.084855 -0.10811499999999999 -0.087944999999999995 -0.54604999999999992 -0.53166999999999998 0.11575500000000001 0.098720000000000016 -0.090134999999999993 0.043640000000000005
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 17 -4 -3 8 12 11 -11 -10 16 -9 -15 -16 -8 -5 -19
right_child=-2 6 3 4 -6 -7 7 13 9 10 -12 -13 -14 14 15 -17 -18 18 -20
leaf_value=-0.003421960934132242 0.0018308616158746699 -0.0010313767896587172 -0.00032575965744254611 0.00063743440435733276 -0.0023742069163748269 0.0017738139744060283 0.00021544625345202651 -0.0014706076042662708 0.001843068850365358 0.0035329003716134204 0.0002739858063187735 -0.00079068968006884869 -0.00186768687610787 0.0013849652040191793 -0.00019201366899513573 0.00039990565534283923 -0.00066641403705292545 -0.0011539850059712193 0.00015244214433340604
leaf_weight=47 69 63 61 65 51 46 429 48 59 55 56 91 50 48 1964 316 112 46 66
leaf_count=47 69 63 61 65 51 46 429 48 59 55 56 91 50 48 1964 316 112 46 66
internal_value=0 -0.000100944 -0.00058058 -0.000179495 -0.000534451 0.00056921 -4.50224e-05 -2.55184e-05 0.000200522 0.000947356 0.00189614 0.000239798 -0.000127913 -0.000106918 -7.84489e-05 -0.000109617 3.13668e-05 0 -0.000376817
internal_weight=0 3673 382 335 228 107 3291 3228 852 261 111 150 591 2376 2328 2280 541 177 112
internal_count=3742 3673 382 335 228 107 3291 3228 852 261 111 150 591 2376 2328 2280 541 177 112
is_linear=0
shrinkage=0.0995203


Tree=4922
num_leaves=19
num_cat=0
split_feature=22 3 18 17 1 8 17 9 9 2 6 28 26 5 26 9 26 35
split_gain=0.0249953 0.00855166 0.0351285 0.00770033 0.0134496 0.0136781 0.00747212 0.00527521 0.0114882 0.0241278 0.0140815 0.00604142 0.00644018 0.0133178 0.00880887 0.0182679 0.0061753 0.00443443
threshold=0.13292500000000004 0.083875000000000019 -0.097059999999999994 -0.035539999999999995 0.039665000000000013 -0.08569499999999998 -0.10337499999999999 0.11007500000000002 0.11408000000000003 -0.049174999999999996 -0.047974999999999997 0.092630000000000032 0.11991000000000003 -0.080119999999999983 0.11275500000000002 0.095285000000000022 0.10393000000000002 -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 6 5 -5 -4 11 -9 10 -10 12 14 -14 16 -16 -3 -6
right_child=-2 7 3 4 17 -7 -8 8 9 -11 -12 -13 13 -15 15 -17 -18 -19
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leaf_weight=47 46 2698 61 53 52 48 58 57 55 60 90 46 47 72 53 47 83 69
leaf_count=47 46 2698 61 53 52 48 58 57 55 60 90 46 47 72 53 47 83 69
internal_value=0 -8.75114e-05 -0.000529679 -0.000175573 -0.000523563 -0.00137236 0.000466739 -3.54015e-05 0.000392624 4.10292e-05 0.000739441 -7.24867e-05 -9.00936e-05 -0.000808109 -6.01517e-05 0.000856744 -9.34161e-05 0.000178175
internal_weight=0 3696 388 341 222 101 119 3308 262 205 145 3046 3000 119 2881 100 2781 121
internal_count=3742 3696 388 341 222 101 119 3308 262 205 145 3046 3000 119 2881 100 2781 121
is_linear=0
shrinkage=0.0995203


Tree=4923
num_leaves=26
num_cat=0
split_feature=27 9 9 17 17 18 26 26 8 8 0 1 17 20 20 8 9 0 19 9 18 17 26 26 9
split_gain=0.0264714 0.00570313 0.00986125 0.0221641 0.014516 0.00589852 0.00476186 0.0118124 0.00783618 0.0152198 0.0305376 0.0321265 0.00748354 0.0112136 0.0108189 0.00496598 0.020736 0.0136454 0.00507363 0.00719452 0.00650922 0.00259548 0.0049259 0.00377559 0.00430457
threshold=0.11470500000000003 0.11007500000000002 0.11408000000000003 0.021725000000000005 -1.0000000180025095e-35 -0.063154999999999989 -0.019129999999999998 -0.057034999999999995 -0.077889999999999987 -0.073644999999999988 -0.078289999999999985 -0.066524999999999987 -0.084209999999999993 -0.077044999999999988 -0.010459999999999999 -0.081864999999999993 0.085850000000000024 -0.080614999999999992 0.11011000000000003 0.086345000000000019 -0.013734999999999999 1.0000000180025095e-35 -0.093999999999999986 -0.079559999999999992 -0.093949999999999992
decision_type=2 2 2 2 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 5 -4 7 21 15 10 -10 -12 13 -11 -14 18 -17 -18 19 -8 -20 23 -23 24 -1
right_child=-2 2 3 -5 -6 -7 8 -9 9 12 11 -13 14 -15 -16 16 17 -19 20 -21 -22 22 -24 -25 -26
leaf_value=-0.00087092873783782305 0.0019374853279040026 0.0014628671025897471 -0.00054273862675018817 0.0017542345381433508 -0.0017093808544582324 0.0010130875465392062 -0.00025329823249249959 0.0015848108571113449 -0.0033536391731383234 0.00098444555190547751 0.0010026353718605152 -0.0023568090278366502 -0.0010823108072473267 -0.00023165549437576433 -0.00014399148062167099 0.0019770552105040562 -0.00084287258625447004 0.00065403376217082823 -0.001678179287963565 0.00021660491128277988 -8.9092594134618003e-05 -0.00022292673966671584 0.0010819770097287662 -0.00087359728179885014 0.00014650928427088555
leaf_weight=48 65 61 49 55 65 47 829 51 49 106 68 48 184 256 367 60 120 121 46 527 60 57 56 57 290
leaf_count=48 65 61 49 55 65 47 829 51 49 106 68 48 184 256 367 60 120 121 46 527 60 57 56 57 290
internal_value=0 -8.82209e-05 0.000345231 2.58123e-05 -0.000559558 0.000210441 -0.000123775 0.000140928 -0.000176147 -0.000387622 -0.00126834 -0.000380423 -0.000227559 0.000122179 -0.000458818 -4.63747e-05 0.000320986 -8.7917e-05 -0.000122568 -7.00699e-05 -0.00078642 -2.41748e-06 0.000416507 -0.000124334 0
internal_weight=0 3677 277 216 161 96 3400 559 2841 1078 165 116 913 362 551 1763 301 241 1462 1356 106 508 113 395 338
internal_count=3742 3677 277 216 161 96 3400 559 2841 1078 165 116 913 362 551 1763 301 241 1462 1356 106 508 113 395 338
is_linear=0
shrinkage=0.0995203


Tree=4924
num_leaves=20
num_cat=0
split_feature=24 17 1 18 18 17 0 3 2 6 6 0 18 1 8 18 18 17 2
split_gain=0.0441945 0.00905079 0.0208854 0.00563966 0.0172243 0.0690584 0.0292716 0.0105839 0.0120773 0.00969736 0.021378 0.0123885 0.0341508 0.018626 0.0103675 0.00699806 0.00448177 0.00996843 0.00492899
threshold=-0.071224999999999997 -0.55754499999999996 -0.49837999999999999 -0.037059999999999989 -0.015069999999999998 -0.011809999999999999 -0.083039999999999989 0.11816500000000002 -0.071344999999999992 -0.0093650000000000001 -0.012034999999999999 -0.082794999999999994 -0.086894999999999986 -0.07002499999999999 -0.082094999999999987 -0.011569999999999999 -0.0087699999999999983 -0.011809999999999999 -0.15197999999999998
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 14 12 -11 -13 -3 -6 17 -17 -18
right_child=1 3 -4 4 15 -7 -8 8 -10 11 -12 13 -14 -15 -16 16 18 -19 -20
leaf_value=-0.0030505844060585569 -0.00034994507385723641 -0.00030386944186417997 0.0023595719205413914 0.002228573276321537 0.000843975432295774 -0.0035153117076486408 -0.00098602360081798211 -0.0016069851600600067 0.00018552624344973665 0.00038943099411038843 0.0026436399758792365 -0.00011248432481960226 -0.0026594659064570151 0.0012350086476498419 0.00077770492010856599 0.00025324890425738238 -0.0007058222212719303 -0.0018053157265172336 -1.6541774018342817e-05
leaf_weight=48 62 141 51 51 83 70 62 70 78 94 46 390 59 137 229 46 109 46 1852
leaf_count=48 62 141 51 51 83 70 62 70 78 94 46 390 59 137 229 46 109 46 1852
internal_value=0 -1.087e-05 0.00086569 -3.88997e-05 -0.000130781 -0.00105764 0.000457568 0.000131723 -0.000656752 0.000238943 0.000617443 6.18624e-06 -0.000780937 0.000236259 0.000363325 -5.09902e-05 -8.75713e-05 -0.000767136 -5.52721e-05
internal_weight=0 3676 113 3563 2319 183 113 1244 148 1096 416 680 153 527 370 2136 2053 92 1961
internal_count=3724 3676 113 3563 2319 183 113 1244 148 1096 416 680 153 527 370 2136 2053 92 1961
is_linear=0
shrinkage=0.0995203


Tree=4925
num_leaves=15
num_cat=0
split_feature=4 0 4 0 4 17 5 0 17 4 2 3 2 1
split_gain=0.021102 0.00981438 0.0301549 0.00952573 0.01297 0.0109772 0.0100132 0.00886338 0.0130099 0.0090522 0.00728671 0.0162672 0.00906679 0.00525496
threshold=0.15730000000000002 0.12433000000000002 0.099510000000000029 -0.0033699999999999997 0.12061000000000001 -0.54892999999999992 0.26245000000000007 -0.038659999999999993 -0.23769999999999999 0.14154500000000006 0.14153500000000005 0.11896500000000003 0.11995000000000003 -0.37983499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 5 -5 13 9 -9 10 12 -12 -1 -7
right_child=-2 2 -4 4 -6 6 -8 8 -10 -11 11 -13 -14 -15
leaf_value=-1.9978907116261312e-05 -0.0020970638869885479 -0.00032155344633438338 0.0028761347273349061 -0.0015189681467438442 -0.0020451530124157616 -0.0011799161131534654 0.0013345904674616801 -0.00024016679942758071 0.0020522774117502536 -0.0014036291813771102 0.001964132293747992 -0.00022876124858741911 -0.0012876433316446826 0.00031420584615297144
leaf_weight=2969 49 79 46 51 52 46 49 47 50 47 58 78 57 46
leaf_count=2969 49 79 46 51 52 46 49 47 50 47 58 78 57 46
internal_value=0 -1.7709e-05 0.000848647 -4.84452e-05 -0.000648538 -0.000266024 0.000181364 -3.90759e-06 0.000933066 -3.24851e-05 -1.18455e-05 0.000700424 -4.41281e-05 -0.000423957
internal_weight=0 3675 125 3550 244 192 141 3306 97 3209 3162 136 3026 92
internal_count=3724 3675 125 3550 244 192 141 3306 97 3209 3162 136 3026 92
is_linear=0
shrinkage=0.0995203


Tree=4926
num_leaves=10
num_cat=0
split_feature=24 17 1 38 25 2 2 2 3
split_gain=0.0348015 0.00722612 0.0162884 0.00527305 0.00528254 0.00414333 0.0055227 0.0159504 0.0112196
threshold=-0.071224999999999997 -0.55754499999999996 -0.49837999999999999 -0.084154999999999994 1.0000000180025095e-35 -0.19220999999999999 -0.086050000000000001 -0.086440000000000003 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 7 -7 -8
right_child=1 3 -4 4 -6 6 8 -9 -10
leaf_value=-0.002703302044938345 -0.00029477701370430736 0.0010269275303289274 0.0020967778648286022 -0.00081762154614050536 0.00072458793138182481 5.2482139561926194e-05 -0.00056835730249556041 0.0017447694289514037 -2.2355494061693407e-05
leaf_weight=48 62 46 51 71 86 701 452 60 2147
leaf_count=48 62 46 51 71 86 701 452 60 2147
internal_value=0 -5.88127e-06 0.000777353 -3.09512e-05 -4.50203e-05 -6.45496e-05 -4.83928e-05 0.000186984 -0.000117627
internal_weight=0 3676 113 3563 3517 3431 3360 761 2599
internal_count=3724 3676 113 3563 3517 3431 3360 761 2599
is_linear=0
shrinkage=0.0995203


Tree=4927
num_leaves=10
num_cat=0
split_feature=7 12 7 5 17 8 20 20 20
split_gain=0.0160752 0.00823585 0.00613974 0.00723051 0.00602943 0.0160598 0.00553018 0.0180691 0.00767732
threshold=0.10781500000000002 0.098385000000000028 0.080610000000000029 -0.54885499999999998 -0.55754499999999996 0.041960000000000011 -0.083330000000000001 -0.084474999999999995 -0.08231999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -6 -8
right_child=-2 -3 -4 4 6 -7 8 -9 -10
leaf_value=-0.0011677864326445461 -0.0018657758191638315 -0.001294835681695003 0.0009270922148032259 -0.00046197841568586863 7.9946086629609393e-05 0.0019339397007121964 -0.0011880478045396224 0.0020409786382692878 -4.9528728850898537e-05
leaf_weight=53 47 49 70 55 454 55 60 52 2829
leaf_count=53 47 49 70 55 454 55 60 52 2829
internal_value=0 -1.31788e-05 3.9057e-06 -1.4027e-05 3.18577e-06 0.000728539 -2.0075e-05 0.000283093 -7.34574e-05
internal_weight=0 3677 3628 3558 3505 110 3395 506 2889
internal_count=3724 3677 3628 3558 3505 110 3395 506 2889
is_linear=0
shrinkage=0.0995203


Tree=4928
num_leaves=25
num_cat=0
split_feature=3 18 17 2 8 17 26 3 3 8 26 8 4 5 2 2 17 5 0 17 4 5 1 29
split_gain=0.0235487 0.0845189 0.00859773 0.0105167 0.0421631 0.0202534 0.0112667 0.00821724 0.0320704 0.0178769 0.0161316 0.00595255 0.00890834 0.00925835 0.00730823 0.0089393 0.00654424 0.00619979 0.0048507 0.00993506 0.0198765 0.00923995 0.0143956 0.00561583
threshold=0.083955000000000016 -0.095364999999999991 0.11012500000000003 -0.085804999999999992 -0.085764999999999994 -0.0088649999999999996 -0.0083299999999999989 0.085035000000000013 0.084795000000000023 -0.082934999999999995 0.085855000000000029 0.0012600000000000003 0.10252500000000002 0.62404000000000015 -0.037414999999999997 -0.074679999999999983 0.0041300000000000009 0.5252300000000002 -0.14909499999999998 0.23832000000000006 0.11374000000000002 -0.082179999999999989 -0.080085000000000003 -0.0094649999999999995
decision_type=2 2 2 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 -5 -7 8 9 10 -2 17 14 -14 15 16 -13 18 19 20 -9 22 -20 -23
right_child=7 2 -4 5 -6 6 -8 11 -10 -11 -12 12 13 -15 -16 -17 -18 -19 21 -21 -22 23 -24 -25
leaf_value=0.0043526245779012505 -0.0020122236602121454 -0.00076060446546218974 -0.0011064922129063511 -0.0013661702345115318 0.0028031214956826668 -0.00022134598145992826 0.0018401869184153116 -0.00017337153067464644 -0.0027984787719735637 0.0016556602097084945 0.00026483547500026882 0.00027647810277593417 -0.00030028065407079925 -0.0022144161706949606 0.0010113131030956809 -0.0012431289648391099 -0.0010305774786893806 0.001168003691212789 0.0019862186744091506 0.00086918091083488928 -0.0023984608781611218 -0.00078032926504493301 0.00023549127839675397 -2.159773608559991e-05
leaf_weight=55 50 65 46 77 66 54 50 185 53 47 79 181 56 47 48 76 48 46 51 51 51 103 557 1611
leaf_count=55 50 65 46 77 66 54 50 185 53 47 79 181 56 47 48 76 48 46 51 51 51 103 557 1611
internal_value=0 0.000719823 0.000159424 0.000348689 0.00102861 -0.000138886 0.000761905 -7.67382e-05 -0.000652288 -1.34035e-06 -0.0006114 -3.41089e-05 -0.000366386 -0.00118167 -0.00012618 -0.000307879 0 2.26518e-05 2.14398e-06 -0.000383509 -0.000657686 5.01634e-05 0.000383692 -6.76701e-05
internal_weight=0 413 358 312 131 181 104 3340 229 176 129 3111 456 103 353 305 229 2655 2609 287 236 2322 608 1714
internal_count=3753 413 358 312 131 181 104 3340 229 176 129 3111 456 103 353 305 229 2655 2609 287 236 2322 608 1714
is_linear=0
shrinkage=0.0995203


Tree=4929
num_leaves=21
num_cat=0
split_feature=3 5 6 2 4 5 3 3 6 2 21 8 26 9 8 5 21 21 5 0
split_gain=0.0190752 0.0308498 0.100076 0.0109247 0.0110884 0.00689435 0.00665277 0.0260144 0.0149668 0.0130713 0.00529145 0.00458119 0.00921811 0.0137887 0.0256799 0.00531921 0.00451785 0.00977939 0.00585986 0.00420115
threshold=0.083955000000000016 -0.0089549999999999994 0.082060000000000022 -0.086254999999999984 0.08024000000000002 -0.031929999999999993 0.085035000000000013 0.084795000000000023 0.085120000000000015 -0.085599999999999996 0.16638500000000003 0.0012600000000000003 -0.2382 0.11351500000000002 0.10851500000000001 0.51775000000000015 -0.021529999999999997 -0.075024999999999994 -0.077634999999999996 -0.093765000000000001
decision_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 19 7 8 -2 -10 11 15 -13 14 -14 16 17 -8 -18 -5
right_child=6 2 -4 5 -6 -7 10 -9 9 -11 -12 12 13 -15 -16 -17 18 -19 -20 -21
leaf_value=-0.0015334473527288998 0.0011656143648046725 -0.00030329232562098242 0.0055748442888526309 0.00088357069322503713 0.00042389543686983179 0.0016219314193931249 -3.9062942464248848e-05 -0.0025199737441788557 -0.0019323521738034196 0.00024837301932964273 -0.00097259590940097773 0.00066736644573316584 -0.00067919601985100622 -0.0018673220767521114 0.0017611263094310823 0.00094748507516417369 0.00029247549763558676 -0.0013354965014711006 -4.8909107078588369e-05 -0.00025663982510880097
leaf_weight=64 67 73 47 54 51 47 267 53 49 60 58 77 237 63 52 62 751 74 1470 77
leaf_count=64 67 73 47 54 51 47 267 53 49 60 58 77 237 63 52 62 751 74 1470 77
internal_value=0 0.000647792 0.00199216 9.44041e-05 -0.00065829 0.000585294 -6.91256e-05 -0.000587017 -2.81165e-07 -0.000724443 -3.07406e-05 -1.25793e-05 -0.00031428 -0.000531341 -0.000237274 3.64341e-05 1.40672e-05 -0.000322801 6.61567e-05 0.000207122
internal_weight=0 413 120 293 115 178 3340 229 176 109 3111 3053 429 352 289 2624 2562 341 2221 131
internal_count=3753 413 120 293 115 178 3340 229 176 109 3111 3053 429 352 289 2624 2562 341 2221 131
is_linear=0
shrinkage=0.0995203


Tree=4930
num_leaves=23
num_cat=0
split_feature=17 18 5 26 5 5 6 26 5 6 9 9 17 9 9 9 5 9 26 20 17 4
split_gain=0.00932929 0.0771829 0.00602505 0.0224408 0.0197076 0.0137002 0.00875148 0.0253633 0.0309993 0.0107507 0.0257158 0.00652113 0.00565173 0.00559971 0.012862 0.00852614 0.00825746 0.0118557 0.00794315 0.00595463 0.00818704 0.00504977
threshold=0.0065250000000000013 -0.092414999999999983 -0.0047599999999999995 0.096980000000000025 0.054660000000000007 -0.015214999999999999 0.096575000000000022 0.090385000000000021 -0.061665000000000005 0.088565000000000019 0.088710000000000025 0.087980000000000017 0.0036400000000000009 0.094010000000000024 0.092605000000000021 0.09518500000000002 0.5252300000000002 0.09202500000000001 0.089880000000000029 0.0033350000000000007 -0.55286000000000002 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
left_child=12 -2 5 4 -4 6 9 -8 -9 11 -11 -3 13 14 16 -15 17 18 -1 20 -17 -22
right_child=1 2 3 -5 -6 -7 7 8 -10 10 -12 -13 -14 15 -16 19 -18 -19 -20 -21 21 -23
leaf_value=-0.00012867945103675664 0.0041169473033517085 0.00044205196922554509 -0.00099299122389502896 -0.0021863420738513798 0.0017434893602671555 0.0018283016403383623 -0.0010844306375968249 -4.6371087447186699e-05 0.0033588059274500689 -0.0027521661830117558 0.0001528142996165217 -0.00026638664427204811 -0.001079681250280452 -0.0015858377017046986 0.0011861029369796394 -0.0013409026980779016 0.0012448041940771397 -0.001558724518399203 0.00041300450128544443 -0.0011079790178962713 -0.00011629585801338366 0.00078430442587495682
leaf_weight=1548 49 284 53 52 51 47 50 53 52 47 83 234 56 50 88 47 48 52 324 66 344 75
leaf_count=1548 49 284 53 52 51 47 50 53 52 47 83 234 56 50 88 47 48 52 324 66 344 75
internal_value=0 0.000259678 7.09854e-05 -0.000496156 0.000341066 0.000176036 7.83082e-05 0.00075059 0.00163221 -8.12368e-05 -0.000891151 0.000120443 -8.93372e-05 -6.80359e-05 8.58821e-06 -0.000340655 -4.3543e-05 -7.61102e-05 -3.44892e-05 -0.000222088 -9.48614e-05 4.29558e-05
internal_weight=0 1055 1006 156 104 850 803 155 105 648 130 518 2698 2642 2060 582 1972 1924 1872 532 466 419
internal_count=3753 1055 1006 156 104 850 803 155 105 648 130 518 2698 2642 2060 582 1972 1924 1872 532 466 419
is_linear=0
shrinkage=0.0995203


Tree=4931
num_leaves=25
num_cat=0
split_feature=3 18 17 2 8 17 26 3 18 17 17 0 4 2 2 4 0 4 0 0 1 20 0 0
split_gain=0.0148027 0.0614862 0.00596613 0.00862922 0.0334878 0.0183836 0.00893189 0.00534949 0.0218515 0.0158148 0.0190118 0.00475868 0.00808186 0.014352 0.00628901 0.0161489 0.00516058 0.0102205 0.0077484 0.00648947 0.00644184 0.00581311 0.00496539 0.00478935
threshold=0.083955000000000016 -0.094939999999999997 0.11012500000000003 -0.085804999999999992 -0.085764999999999994 -0.0088649999999999996 -0.0083299999999999989 0.085035000000000013 0.086065000000000016 -0.0062099999999999994 -0.016659999999999998 -0.14909499999999998 0.08544000000000003 0.13398000000000002 0.11241000000000002 0.095805000000000015 -0.10806499999999999 0.11325500000000004 -0.1021 -0.13056499999999996 -0.0084199999999999987 -0.073489999999999986 -0.09937 -0.096359999999999987
decision_type=2 2 2 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 -5 -7 8 9 10 -2 12 -9 14 15 -14 17 19 -18 20 -13 -21 -20 -24
right_child=7 2 -4 5 -6 6 -8 11 -10 -11 -12 16 13 -15 -16 -17 18 -19 22 21 -22 -23 23 -25
leaf_value=0.0035445820873519639 0.00026178551517808916 -0.00073811812861693553 -0.00098202207197008954 -0.0014171081535008772 0.0024497247598837223 -0.00024133679289451923 0.0015936920268623167 -0.0014828761054988984 -0.0024393224296538336 0.0014961517720897899 -0.0022332598790323357 0.00041967208889625906 0.00077537035704031826 -0.0017421641143226681 0.00098532258534411959 -0.0014232815136180274 -0.0012447276284011459 0.0015269460498597404 0.001018810644447172 -9.9594285899387344e-05 -0.0011364773739148107 0.0014345603636000859 -0.00079717604599546495 2.6904437125666414e-08
leaf_weight=59 87 65 46 74 65 54 50 56 47 49 46 46 75 46 68 59 51 64 46 47 60 49 77 2367
leaf_count=59 87 65 46 74 65 54 50 56 47 49 46 46 75 46 68 59 51 64 46 47 60 49 77 2367
internal_value=0 0.000569882 7.17852e-05 0.00023183 0.000849507 -0.000214683 0.000633018 -6.16628e-05 -0.000526082 -2.75052e-05 -0.000595008 -2.72139e-05 -0.000401315 -0.00015379 0.000203867 -0.000186584 1.30099e-05 0.000430276 -3.03487e-05 7.87634e-05 -0.000453444 0.000674937 -5.14712e-06 -2.47546e-05
internal_weight=0 413 354 308 130 178 104 3340 229 182 133 3111 304 248 202 134 2807 266 2541 202 106 96 2490 2444
internal_count=3753 413 354 308 130 178 104 3340 229 182 133 3111 304 248 202 134 2807 266 2541 202 106 96 2490 2444
is_linear=0
shrinkage=0.0995203


Tree=4932
num_leaves=23
num_cat=0
split_feature=6 5 6 3 20 20 20 26 26 2 2 5 5 5 0 5 26 26 2 6 17 6
split_gain=0.00508662 0.0135189 0.0154793 0.0153655 0.00694978 0.0249465 0.00798855 0.00787237 0.0472387 0.0109027 0.00940078 0.00714701 0.0260363 0.0126592 0.0128917 0.017611 0.00548586 0.0051438 0.004976 0.00446996 0.0170322 0.00730597
threshold=0.11481500000000001 -0.045014999999999993 0.11989000000000002 0.10871500000000002 -0.01137 -0.017315000000000001 -0.0078249999999999986 0.087745000000000031 0.089005000000000015 -0.082139999999999991 -0.065379999999999994 -0.0087549999999999989 -0.010074999999999999 -0.0063549999999999995 -0.10148 -0.004089999999999999 0.086685000000000026 0.085155000000000022 -0.089549999999999991 0.096575000000000022 0.060860000000000011 0.093835000000000016
decision_type=2 2 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 7 -6 16 -9 -10 -11 12 19 -13 -15 -16 17 18 -1 21 -21 -8
right_child=1 2 3 -5 6 -7 11 8 9 10 -12 13 -14 14 15 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.00046113563665519015 0.0005461659590378946 -0.002485145444198603 0.00042896866587160753 -0.0016564835187109388 0.001049826392444895 -0.0023330834355886261 5.6745371251751691e-05 -0.0033227964387609154 -0.0013410367826508789 0.00051121657026531825 -0.0007218990149864406 -0.0014116914605829 0.0024699475774122505 -0.0015404215447295268 0.0018355326384606827 -0.00012054617495491905 0.0010712057263615972 -0.00079781313015407944 0.00018669001142440067 -0.00031082369891661588 0.0019884674902809793 -0.0010301533192662272
leaf_weight=151 82 50 83 60 74 55 1060 52 59 205 87 81 46 57 49 653 46 81 525 79 53 65
leaf_count=151 82 50 83 60 74 55 1060 52 59 205 87 81 46 57 49 653 46 81 525 79 53 65
internal_value=0 -0.000517956 -0.000974311 -0.000440322 -7.25802e-05 -0.000259188 3.31906e-05 -0.000163929 -0.000522906 -0.000105775 0.000141012 -1.53293e-06 0.000144007 -0.000228268 -0.000100895 1.48232e-05 1.52114e-05 -4.7876e-05 4.07724e-05 5.82381e-05 0.000606175 -5.32559e-06
internal_weight=0 275 193 143 3478 1261 2217 1206 403 351 292 2143 1303 840 759 702 803 757 676 1257 132 1125
internal_count=3753 275 193 143 3478 1261 2217 1206 403 351 292 2143 1303 840 759 702 803 757 676 1257 132 1125
is_linear=0
shrinkage=0.0995203


Tree=4933
num_leaves=22
num_cat=0
split_feature=21 21 1 21 8 1 2 2 17 9 6 5 2 8 9 23 20 5 20 3 3
split_gain=0.00549583 0.0132548 0.0304855 0.0101936 0.00989275 0.00832766 0.00775924 0.00806098 0.00765761 0.00625831 0.0060351 0.00977147 0.0161731 0.0216015 0.00555232 0.0200509 0.00631501 0.0407995 0.0133063 0.00495733 0.00881807
threshold=0.087625000000000022 0.09185500000000002 0.0099250000000000015 0.086690000000000017 -0.086589999999999986 -0.047889999999999995 0.13398000000000002 -0.00070500000000000001 -0.15450999999999998 0.087765000000000024 0.10681500000000003 -0.045014999999999993 -0.082954999999999987 -0.076924999999999993 0.11408000000000003 -0.066844999999999988 -0.085594999999999991 -0.02504 -0.084474999999999995 0.08844500000000001 0.091975000000000015
decision_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 10 -2 8 7 19 -3 -6 14 -12 -13 -14 15 -1 17 -17 -18 -7 -21
right_child=1 5 -4 -5 9 6 -8 -9 -10 -11 11 12 13 -15 -16 16 18 -19 -20 20 -22
leaf_value=0.0019543023099472846 0.00078540576233654207 -0.0018231596284899571 -0.0031531360115059277 0.0013776911057686795 -0.0016469288268069571 0.00069185615851886006 -0.0010390287435125963 0.0010530781362663839 -0.00015778256139126461 -0.00024904376027681856 0.00040033797874618481 0.00078337918560016952 -0.0024728573985629602 -0.00017650385351388191 -0.00081216214586231285 0.0026230421718418792 -0.0017088290755950281 -0.00064501177152743604 -1.337807718808248e-05 -0.0011480728410380526 2.9957536679077977e-05
leaf_weight=53 53 50 49 51 54 86 64 79 63 81 90 47 80 84 78 61 47 99 1921 72 491
leaf_count=53 53 50 49 51 54 86 64 79 63 81 90 47 80 84 78 61 47 99 1921 72 491
internal_value=0 -0.000277125 -0.000940096 -1.50053e-05 -0.000358937 -0.000102603 1.04076e-05 0.00010379 -0.00090192 -0.000814262 -4.30702e-05 -0.000461751 -0.000833347 -0.00130167 1.23545e-05 4.22173e-05 -5.02042e-06 0.000595818 -5.4285e-05 -1.05011e-05 -0.000119242
internal_weight=0 1142 237 2611 188 905 792 728 113 135 2560 301 211 164 2259 2181 2128 160 1968 649 563
internal_count=3753 1142 237 2611 188 905 792 728 113 135 2560 301 211 164 2259 2181 2128 160 1968 649 563
is_linear=0
shrinkage=0.0995203


Tree=4934
num_leaves=25
num_cat=0
split_feature=21 21 21 0 2 0 18 21 0 21 21 0 2 18 17 3 0 18 1 18 18 18 1 18
split_gain=0.00449774 0.00987692 0.0311962 0.0101711 0.0107588 0.0098117 0.00718295 0.00671798 0.00942357 0.00600407 0.00583428 0.00564285 0.00562699 0.0040764 0.0108868 0.00788599 0.0104344 0.0349027 0.0245172 0.00720469 0.0182868 0.0229498 0.0161094 0.0123834
threshold=0.087235000000000021 0.092595000000000025 0.091325000000000031 -0.052884999999999995 -0.063744999999999982 -0.09466999999999999 -0.087989999999999985 0.094640000000000016 -0.067059999999999995 0.086285000000000014 0.096665000000000015 -0.09937 -0.079739999999999991 -0.057764999999999997 0.51041000000000014 0.11462500000000002 -0.085754999999999984 -0.091869999999999993 -0.0090649999999999984 -0.025079999999999998 -0.019539999999999998 -0.015440000000000001 -0.085739999999999997 -0.013025
decision_type=2 2 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 5 7 -5 -2 -7 -3 10 13 -9 -12 -8 14 15 16 17 -1 -18 22 -21 -22 -15 -23
right_child=1 3 -4 4 -6 6 12 8 -10 -11 11 -13 -14 19 -16 -17 18 -19 -20 20 21 23 -24 -25
leaf_value=3.7260127502169073e-05 -0.0011763676189594648 0.0010378505801732735 -0.0030150806927282049 -0.0018752234435556409 -0.00013891777620439371 -0.00086941357800605695 0.0012300857579891056 -0.0012276071555924679 0.0009759015429190624 0.0010673917106727604 0.00031769901820946584 -0.00033937444965043237 -0.00017121141410201575 -0.00060649128916072739 -0.0016394753628617015 0.0010592585187116212 -0.0002150120255039037 -0.0031632763597715836 0.0020517536813039875 -0.0019159599718248193 0.0021985394136479273 -0.0014918542044704069 0.0017043551180385423 4.3284220430097692e-05
leaf_weight=112 80 65 50 59 91 46 63 47 82 50 219 315 50 49 50 52 518 48 52 48 48 54 75 1430
leaf_count=112 80 65 50 59 91 46 63 47 82 50 219 315 50 49 50 52 518 48 52 48 48 54 75 1430
internal_value=0 -0.000247813 -0.000752799 -8.06605e-05 -0.000827323 -0.000276093 0.000171727 7.20602e-05 -2.13904e-05 -1.2075e-05 -0.000163553 -6.83675e-05 0.000602798 -3.36807e-05 -0.000214451 -0.00012229 -0.000207576 -0.000917785 -6.78302e-06 5.41021e-05 -2.70969e-06 5.67012e-05 0.000784596 -1.2025e-05
internal_weight=0 1167 289 878 150 239 159 728 663 2586 581 534 113 2536 832 782 730 160 570 1704 1580 1532 124 1484
internal_count=3753 1167 289 878 150 239 159 728 663 2586 581 534 113 2536 832 782 730 160 570 1704 1580 1532 124 1484
is_linear=0
shrinkage=0.0995203


Tree=4935
num_leaves=25
num_cat=0
split_feature=20 20 3 3 3 8 20 6 3 20 3 5 3 3 3 0 8 0 19 26 3 9 9 10
split_gain=0.00369044 0.010391 0.00728003 0.0614821 0.00847117 0.0124241 0.00767845 0.0199167 0.00737596 0.0312335 0.00694264 0.0150784 0.0116684 0.0115351 0.0065461 0.00849645 0.0159547 0.0132085 0.00522917 0.00736207 0.00976826 0.0045628 0.00597198 0.00539602
threshold=-0.0064400000000000004 -1.0000000180025095e-35 0.093245000000000022 0.092115000000000016 0.09697500000000002 -0.067719999999999989 -0.017315000000000001 -0.011749999999999998 0.10457000000000002 -0.077649999999999983 0.13547000000000003 -0.11065499999999999 0.15537500000000004 0.12212000000000002 0.090765000000000026 -0.088174999999999989 -0.08569499999999998 -0.090394999999999989 0.0069650000000000016 0.094605000000000022 0.10892000000000003 -0.096659999999999982 -0.078344999999999984 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=2 -2 3 6 5 -4 14 -8 9 -6 13 12 -12 21 15 17 -17 -1 19 20 -10 -3 -23 -24
right_child=1 10 4 -5 8 -7 7 -9 18 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 23 -25
leaf_value=0.00015424970259004576 0.0013541581971757463 -0.00091932605259222337 -0.00020843149794094059 -0.0039502672301880357 -0.0019760838595363683 0.0019761199972455779 0.00041308262899913419 -0.0022796047802941836 0.0010239276583380629 0.00071988593541932855 -0.0007367765344395322 -0.0017808598622246314 0.0011764345806920043 0.0013724146919155496 -0.00092988932821514846 -0.0018819367807025016 0.00010515770828345162 0.0020350631665280979 -0.00062009734689747527 0.0011093419946903991 -0.00024852558007370298 0.00097717394201449225 4.7785920157103538e-06 -0.0010330802294689534
leaf_weight=195 55 54 52 46 89 50 53 55 76 81 78 69 53 61 70 51 183 46 90 75 279 61 1780 51
leaf_count=195 55 54 52 46 89 50 53 55 76 81 78 69 53 61 70 51 183 46 90 75 279 61 1780 51
internal_value=0 2.64454e-06 -0.000198683 -0.000432782 6.89403e-06 0.000854402 -0.000183742 -0.000950614 -0.000117203 -0.000686718 -3.06652e-05 -0.000589985 3.10218e-05 2.46637e-05 -3.02722e-05 0.00010058 -0.000324429 0.00051664 6.741e-05 0.000213211 2.15811e-05 -1.71627e-05 8.15349e-06 -2.36825e-05
internal_weight=0 2262 1491 699 792 102 653 108 690 170 2207 200 131 2007 545 475 234 241 520 430 355 1946 1892 1831
internal_count=3753 2262 1491 699 792 102 653 108 690 170 2207 200 131 2007 545 475 234 241 520 430 355 1946 1892 1831
is_linear=0
shrinkage=0.0995203


Tree=4936
num_leaves=24
num_cat=0
split_feature=0 6 1 1 1 1 3 0 9 0 1 4 20 20 20 0 20 0 4 4 6 21 3
split_gain=0.00861233 0.0117371 0.014842 0.0416185 0.016435 0.00912251 0.00954172 0.00891671 0.0183636 0.0103931 0.00790295 0.0138018 0.00664614 0.0138507 0.0142722 0.0136286 0.00625645 0.0168401 0.00841528 0.0241884 0.00963921 0.00777462 0.00361166
threshold=-0.086775000000000005 0.085285000000000014 -0.085739999999999997 -0.081744999999999998 -0.047239999999999997 0.44303500000000012 0.13345500000000002 -0.085754999999999984 0.08488500000000003 -0.085349999999999995 -0.50388999999999995 0.085720000000000018 -0.097019999999999995 -0.085349999999999995 -0.083495 -0.068604999999999985 -0.081945000000000004 -0.090394999999999989 0.10459000000000003 0.095805000000000015 -0.074054999999999996 0.086410000000000028 0.11578500000000001
decision_type=2 2 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 16 8 -2 -9 11 -11 15 -14 -15 -12 17 21 19 -18 -20 -1 -7
right_child=7 2 3 4 -6 22 -8 9 -10 10 12 -13 13 14 -16 -17 18 -19 20 -21 -22 -23 -24
leaf_value=0.00081215777937133687 -0.0023773464174808917 -0.00025965198911703948 0.0038657589297444715 -0.0010517369647661311 0.0013149000005517608 0.00045037066297620899 -0.0012764819519877383 0.0013759336282236931 0.0001257801843190472 -0.00033987385330974245 0.00018576818591188886 0.0015184456866032573 0.0015748065883786535 -0.0016222589360297816 -2.0929274877077181e-05 -0.0017647100212033603 1.9597898960845741e-05 0.0021224042294146562 4.7694651838778796e-05 -0.0023199215025189839 0.0018941379808186496 -0.00045604434288479154 0.0017283067892826637
leaf_weight=89 48 75 49 46 78 46 50 54 72 73 74 85 52 57 1720 67 628 54 74 47 46 103 46
leaf_count=89 48 75 49 46 78 46 50 54 72 73 74 85 52 57 1720 67 628 54 74 47 46 103 46
internal_value=0 0.000277311 0.000900452 0.00140812 0.000430352 0.000145986 6.49356e-05 -3.3339e-05 -0.000868649 1.22241e-05 -2.19966e-05 0.000654674 -7.66832e-05 -2.54659e-05 -7.27551e-05 -0.000735249 0.000130151 0.000568778 -4.54493e-06 -0.000142089 0.00076232 0.000127557 0.00109824
internal_weight=0 1431 248 173 124 1183 1091 2302 120 2182 2128 158 1970 1829 1777 141 1041 246 795 675 120 192 92
internal_count=3733 1431 248 173 124 1183 1091 2302 120 2182 2128 158 1970 1829 1777 141 1041 246 795 675 120 192 92
is_linear=0
shrinkage=0.0995203


Tree=4937
num_leaves=15
num_cat=0
split_feature=2 17 25 6 6 1 8 9 6 3 5 1 1 5
split_gain=0.0072474 0.00655641 0.00542697 0.00509816 0.0149395 0.0142579 0.0158171 0.00876169 0.0057297 0.0115783 0.0295691 0.00594929 0.0142523 0.0129063
threshold=0.50951500000000005 -0.56655999999999984 0.096120000000000025 0.11642500000000001 0.11989000000000002 -0.047239999999999997 -0.057284999999999996 0.094565000000000024 0.093835000000000016 0.09742000000000002 -0.039649999999999998 -0.50290499999999982 -0.17548999999999998 0.2686150000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 7 -7 -6 11 10 -10 13 -13 -3
right_child=-2 2 -4 4 5 6 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.00088655278277135899 0.0011914236365334655 -3.630281664095298e-05 0.0010427271795312336 0.0020754636961411144 -0.0016078349248222251 -0.00023175600979669526 0.0023369223218752599 0.00017644972021902902 -0.0018937176237246451 0.000694408283449839 0.00016325670534649632 -0.0011200602817349539 8.9542593492912006e-05 0.0020097989002486752
leaf_weight=71 57 79 57 48 51 48 46 57 113 83 177 100 2697 49
leaf_count=71 57 79 57 48 51 48 46 57 113 83 177 100 2697 49
internal_value=0 5.95779e-05 7.84389e-05 6.27165e-05 0.000496218 0.000116899 0.00101655 -0.00065855 2.96073e-05 -0.000337321 -0.000635431 7.66783e-05 4.60035e-05 0.000740575
internal_weight=0 3676 3605 3548 250 202 94 108 3298 373 290 2925 2797 128
internal_count=3733 3676 3605 3548 250 202 94 108 3298 373 290 2925 2797 128
is_linear=0
shrinkage=0.0995203


Tree=4938
num_leaves=23
num_cat=0
split_feature=0 6 8 2 0 17 0 20 5 20 20 20 3 6 0 6 5 4 4 4 17 5
split_gain=0.00674766 0.0097548 0.0171937 0.0205966 0.0072282 0.0483863 0.0084075 0.00623339 0.0129784 0.0103419 0.0125828 0.00755325 0.00525331 0.00455755 0.00878268 0.00935101 0.00818919 0.00566106 0.010673 0.00562761 0.001992 0.00170477
threshold=-0.086775000000000005 0.085285000000000014 -0.092094999999999996 -0.08237499999999999 -0.085754999999999984 -0.011809999999999999 -0.085349999999999995 -0.097019999999999995 0.23074000000000006 -0.085349999999999995 -0.083495 -0.081189999999999998 0.098755000000000023 -0.0065449999999999996 -0.08892499999999999 -0.087825 -0.091229999999999992 0.13300500000000004 0.11905500000000004 0.11259500000000001 -0.072659999999999988 -0.095169999999999991
decision_type=2 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 21 -4 5 -2 -6 8 12 -9 -11 -12 -8 14 17 -16 -15 18 19 -1 -18 -3
right_child=4 2 3 -5 6 -7 7 9 -10 10 11 -13 -14 16 15 -17 20 -19 -20 -21 -22 -23
leaf_value=2.7036475106055714e-05 0.0017366383954231859 0.00031789608551977032 0.00056527571126851019 0.0030982907368337759 0.001231887995630835 -0.0023680535131754979 -0.00058362158468879357 0.0014091702892075153 -0.0019905188674980566 -0.0014697228472024609 0.001068841110983078 -7.1412198210652022e-06 0.00075204150941785973 0.00049971748984743573 0.0019061401226699133 8.7062096638038569e-05 -0.00049107767548194623 0.0009144800816958588 -0.0014077907993324792 0.0010162070843280967 -0.0014540664051220134 -0.000454078681783415
leaf_weight=729 46 52 82 53 54 74 74 52 48 57 67 1782 48 61 58 56 46 76 49 62 46 61
leaf_count=729 46 52 82 53 54 74 74 52 48 57 67 1782 48 61 58 56 46 76 49 62 46 61
internal_value=0 0.000239231 0.000807309 0.00156578 -3.57322e-05 -0.000787766 5.25105e-06 -2.54914e-05 -0.000603735 2.42956e-05 -1.30575e-05 3.14052e-05 -5.14047e-05 0.000119449 0.000195263 0.00101974 -0.000385581 9.17596e-05 1.63484e-05 0.000105604 -0.000981471 -9.15892e-05
internal_weight=0 1431 248 135 2302 120 2182 2128 170 1958 1906 1849 122 1183 1030 114 153 916 840 791 92 113
internal_count=3733 1431 248 135 2302 120 2182 2128 170 1958 1906 1849 122 1183 1030 114 153 916 840 791 92 113
is_linear=0
shrinkage=0.0995203


Tree=4939
num_leaves=8
num_cat=0
split_feature=2 17 25 2 5 20 26
split_gain=0.00565213 0.00494988 0.00445162 0.004379 0.00947173 0.0058969 0.00397842
threshold=0.50951500000000005 -0.56655999999999984 0.096120000000000025 -0.241895 0.63223000000000018 -0.24350999999999998 -0.2382
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=-0.0007748769022475349 0.0010467260854909878 0.00097469525852885244 0.0009368764424001352 0.00091814555374635182 -0.0012713442453635424 -0.00063891612539255474 5.4161082482164374e-05
leaf_weight=71 57 50 57 77 54 84 3283
leaf_count=71 57 50 57 77 54 84 3283
internal_value=0 4.71455e-05 6.35622e-05 4.93014e-05 3.58399e-05 5.65735e-05 3.6627e-05
internal_weight=0 3676 3605 3548 3498 3444 3367
internal_count=3733 3676 3605 3548 3498 3444 3367
is_linear=0
shrinkage=0.0995203


Tree=4940
num_leaves=26
num_cat=0
split_feature=8 18 8 19 3 1 17 8 1 21 8 5 3 3 19 0 8 6 19 29 18 3 3 3 8
split_gain=0.00909338 0.0155174 0.0184547 0.0107077 0.0143105 0.0393932 0.0097065 0.0178524 0.0122438 0.00952771 0.00928422 0.017115 0.00871012 0.0109647 0.00734666 0.00818953 0.00718427 0.00703966 0.00637119 0.00556272 0.00515046 0.00596407 0.0105426 0.00832887 0.00500301
threshold=-0.088734999999999994 -0.015440000000000001 -0.11061499999999999 0.083475000000000021 0.081685000000000021 -0.064534999999999995 0.41580500000000009 -0.07594999999999999 -0.018369999999999997 0.13557500000000003 -0.087444999999999995 -0.077634999999999996 0.10089500000000003 0.11125500000000002 0.10781000000000003 -0.083390000000000006 -0.089779999999999985 -0.0048649999999999995 0.11368500000000002 1.0000000180025095e-35 -0.0073899999999999999 0.090835000000000013 0.087385000000000032 0.10174000000000002 -0.084554999999999991
decision_type=2 2 2 2 2 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 -2 8 -8 10 17 -6 -12 14 -14 24 18 19 -10 -16 20 -3 22 -22 -23 -5
right_child=3 16 -4 12 6 -7 7 -9 9 -11 11 -13 13 -15 15 -17 -18 -19 -20 -21 21 23 -24 -25 -26
leaf_value=0.00024880837427552441 -0.0031906632926557792 -0.0011324327472690362 0.002682460440097888 0.00065251277471053536 -0.0010707314732329659 0.00013439193734844922 -0.0025285356868652124 0.00014600437986483683 -0.00021678828461636283 -0.0017866812613393003 0.0013449673167770331 3.1089644578932195e-05 -0.0014536798736445099 0.00044331003094784415 -0.00016831932386278864 -0.00078935786771407396 0.0012134750057077291 -0.0011258267338046088 0.0013200808935880841 0.00091656573948886385 -6.1366078678330962e-05 -0.0012206721679009294 0.0013334667005475683 -3.4265538548596382e-05 0.0020667596154778571
leaf_weight=78 58 46 52 56 65 89 47 51 807 46 108 1099 52 71 47 52 49 95 69 56 207 79 72 233 48
leaf_count=78 58 46 52 56 65 89 47 51 807 46 108 1099 52 71 47 52 49 95 69 56 207 79 72 233 48
internal_value=0 0.000225322 0.00122857 -0.000141608 -0.000218894 -0.00117197 -0.0001581 -0.00112833 -0.000114902 -0.000385787 8.63416e-05 0.000149331 0.000338625 -0.000352014 0.000653946 0.000241016 4.84484e-05 -0.000313437 0.000709965 -3.2746e-05 -0.000117487 -3.71045e-05 0.000295657 -0.000337294 0.00131311
internal_weight=0 872 130 2860 2465 147 2318 98 2220 948 1272 1207 395 123 272 168 742 902 116 693 637 591 279 312 104
internal_count=3732 872 130 2860 2465 147 2318 98 2220 948 1272 1207 395 123 272 168 742 902 116 693 637 591 279 312 104
is_linear=0
shrinkage=0.0995203


Tree=4941
num_leaves=28
num_cat=0
split_feature=8 8 26 5 1 5 7 0 17 0 0 8 3 3 3 0 2 5 3 1 2 8 8 26 26 8 9
split_gain=0.00762293 0.0164866 0.0450915 0.015349 0.0267531 0.0121457 0.0087678 0.00615567 0.0120779 0.00717427 0.0224275 0.00683713 0.00722585 0.0313573 0.0232522 0.0155464 0.00951649 0.0158517 0.0127657 0.00882112 0.0100231 0.00613155 0.015151 0.00609992 0.0250209 0.0203979 0.0060964
threshold=-0.079219999999999999 -0.071594999999999992 0.088775000000000021 0.0053250000000000016 -0.083284999999999984 0.070325000000000013 -0.074334999999999998 -0.10806499999999999 -0.052269999999999997 -0.14680499999999999 -0.12236 -0.080055000000000001 0.08785500000000003 0.087570000000000023 0.088535000000000016 -0.083589999999999984 -0.083104999999999998 -0.014739999999999998 0.089395000000000016 -0.0027699999999999995 -0.086304999999999993 -0.068904999999999994 -0.065919999999999992 0.11790500000000002 0.11275500000000002 -0.046889999999999994 0.076440000000000022
decision_type=2 2 2 2 2 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 4 -4 -5 -3 8 -1 26 -11 12 13 19 15 -14 17 -16 -18 20 -9 -8 -23 24 -24 -25 -10
right_child=1 6 3 5 -6 -7 21 11 9 10 -12 -13 14 -15 16 -17 18 -19 -20 -21 -22 22 23 25 -26 -27 -28
leaf_value=0.0014634431466827404 -0.0036944396582919829 -0.0014101563860426784 -0.0011082456963910138 -0.0019053565002037571 0.0018801258855045638 -0.00011977761343735839 0.00078575729526928818 -0.00041551299030040769 0.0014927691814866837 -0.0017173464279857356 0.00092381987425776805 0.0011293636709800304 -0.0025689525676283942 0.0025971032819414506 0.0020362732234399726 -0.00015818054705585632 0.0012606520423246283 -5.4817199717023898e-05 -0.00039548826082268023 -0.00093921646733480441 0.00043228642523478232 -0.0015036150938302294 -9.6260328365259066e-06 -0.0018963836771331327 0.0021138757259441909 0.00022374302254504294 0
leaf_weight=90 47 46 55 76 64 77 89 207 51 64 63 52 65 50 54 46 51 105 465 84 412 69 1034 68 58 131 59
leaf_count=90 47 46 55 76 64 77 89 207 51 64 63 52 65 50 54 46 51 105 465 84 412 69 1034 68 58 131 59
internal_value=0 -0.000196487 -0.00084618 -0.000351008 0.000492067 -0.00101208 -5.73088e-05 8.79359e-05 0.000481238 0.000104794 -0.000400716 6.5855e-06 -3.08192e-05 0.000188889 -0.000242344 -0.00157727 -2.16105e-05 0.000650216 -0.000230213 1.64429e-05 0.000147451 -1.37962e-05 -6.67219e-05 9.44161e-06 0.000102411 -0.000496609 0.00069587
internal_weight=0 1814 319 272 119 153 1495 1918 327 237 127 1591 1539 753 786 111 675 159 516 703 619 1449 1360 1291 1092 199 110
internal_count=3732 1814 319 272 119 153 1495 1918 327 237 127 1591 1539 753 786 111 675 159 516 703 619 1449 1360 1291 1092 199 110
is_linear=0
shrinkage=0.0995203


Tree=4942
num_leaves=23
num_cat=0
split_feature=24 8 8 9 19 18 3 0 0 9 18 6 5 0 5 5 3 17 3 10 3 3
split_gain=0.00703956 0.00672304 0.0157117 0.0083842 0.00778764 0.00790886 0.0451083 0.0106193 0.00790659 0.00749045 0.00629988 0.00860928 0.0211398 0.00573144 0.00550242 0.00777372 0.0111327 0.00470613 0.0175807 0.00458911 0.0034079 0.00999223
threshold=0.10636500000000003 -0.10337499999999999 -0.11257499999999999 -0.20504500000000001 0.077805000000000027 -0.098315 0.085795000000000024 0.047575000000000013 -0.068604999999999985 -0.091064999999999993 0.090285000000000018 -0.007045 -0.072535000000000002 -0.083995 0.15100500000000003 -0.50544999999999984 0.11896500000000003 0.41580500000000009 0.097255000000000022 0.086030000000000023 0.10089500000000003 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=1 2 3 -1 5 6 -3 8 -8 -7 11 12 -6 -14 15 -5 -17 19 -19 -11 21 -12
right_child=-2 4 -4 14 10 9 7 -9 -10 17 20 -13 13 -15 -16 16 -18 18 -20 -21 -22 -23
leaf_value=0.00098959939153577979 -0.001269090083118513 -0.0032260569761661598 0.0018911186322722717 0.00075514302897437401 0.0019479136113659398 -0.00095753774354771532 7.2302674449815373e-05 0.0011906622290187917 -0.00095782264259164894 2.0520517571039145e-05 -0.00042594341512282335 0.0016735972374202735 -0.0012362457822899175 0.00023117036321374377 0.00083300278757521946 -8.7977899245653325e-05 -0.0016591270138327507 -0.0020783758823334749 0.00044498910013963911 -0.0008282576194998724 -0.00058456763301055199 0.0013667419613196362
leaf_weight=84 46 54 56 53 51 91 173 51 127 2136 82 63 54 50 49 142 66 49 61 65 80 49
leaf_count=84 46 54 56 53 51 91 173 51 127 2136 82 63 54 50 49 142 66 49 61 65 80 49
internal_value=0 -2.96438e-05 0.000330427 0.000106525 -7.99684e-05 -0.000140526 -0.000547654 -0.000133259 -0.000361055 -7.15392e-05 0.000314357 0.000689909 0.000284806 -0.000522886 -0.000130119 -0.000314072 -0.000590452 -3.62971e-05 -0.000671614 -4.17371e-06 -6.97744e-05 0.000238354
internal_weight=0 3686 450 394 3236 2807 405 351 300 2402 429 218 155 104 310 261 208 2311 110 2201 211 131
internal_count=3732 3686 450 394 3236 2807 405 351 300 2402 429 218 155 104 310 261 208 2311 110 2201 211 131
is_linear=0
shrinkage=0.0995203


Tree=4943
num_leaves=16
num_cat=0
split_feature=28 24 9 9 5 5 9 18 9 9 5 18 21 21 4
split_gain=0.00581916 0.00586029 0.00636803 0.0149321 0.00767726 0.0116725 0.0115875 0.010377 0.0342671 0.0161913 0.0102207 0.0118524 0.00714026 0.00972571 0.00685425
threshold=0.10017000000000002 0.10636500000000003 0.083760000000000015 0.083235000000000017 -0.020074999999999999 -0.01554 0.084675000000000014 -0.019539999999999998 0.084380000000000024 0.084485000000000018 -0.025879999999999997 -0.071844999999999992 -0.091104999999999992 -0.064794999999999991 0.12061000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 6 -6 -4 8 -7 -9 11 -8 -1 -14 -15
right_child=-2 -3 4 -5 5 7 10 9 -10 -11 -12 -13 13 14 -16
leaf_value=-0.0010539719275702833 -0.0011413923943272984 -0.0011427900573196727 0.0011971583731687769 0.0015766544607007649 -0.0015963272199312922 -0.003002766208949076 0.0016120302489854006 0.0018983075346599408 -0.00023883626594343945 -1.3364262974725383e-05 -0.0013243990429662466 -3.2350643389779222e-06 0.0014146098646222003 0.00022585042207743161 -0.00042523142169081121
leaf_weight=51 47 46 86 72 62 47 47 50 840 352 55 1031 57 680 209
leaf_count=51 47 46 86 72 62 47 47 50 840 352 55 1031 57 680 209
internal_value=0 -2.63423e-05 -1.20045e-05 0.000191866 -9.71234e-05 -0.00026066 8.34497e-05 -0.00019578 -0.000386213 0.00022237 -3.63516e-07 6.643e-05 9.10396e-05 0.000153634 7.18631e-05
internal_weight=0 3685 3639 1069 2570 1351 1219 1289 887 402 1133 1078 997 946 889
internal_count=3732 3685 3639 1069 2570 1351 1219 1289 887 402 1133 1078 997 946 889
is_linear=0
shrinkage=0.0995203


Tree=4944
num_leaves=27
num_cat=0
split_feature=18 17 17 4 18 4 3 1 9 1 21 17 1 9 17 0 21 0 18 17 11 3 21 8 3 18
split_gain=0.00668821 0.0158785 0.0492605 0.0135836 0.0284246 0.0383909 0.0117584 0.00989482 0.0229515 0.0198048 0.00741681 0.0071164 0.0277678 0.0153715 0.0117206 0.0146724 0.0150746 0.0111223 0.00559254 0.0156098 0.00597656 0.0119294 0.0051731 0.0135148 0.00471567 0.00435734
threshold=-0.011569999999999999 0.006145000000000002 0.12576000000000004 0.083555000000000018 -0.117225 0.10801000000000002 0.09940000000000003 -0.07002499999999999 0.094010000000000024 -0.025874999999999999 0.14779000000000003 -0.011809999999999999 -0.083284999999999984 0.085945000000000021 -0.016209999999999999 -0.087614999999999985 0.088880000000000028 -0.085605000000000001 -0.0087699999999999983 -0.013885 -0.37931999999999999 0.14530500000000005 -0.032929999999999994 -1.0000000180025095e-35 0.13547000000000003 -0.17307499999999998
decision_type=2 2 2 2 2 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 25 6 -6 -4 9 -9 18 14 -13 -14 15 16 -1 -17 19 -2 -20 22 23 -22 -24 -5
right_child=10 2 7 4 5 -7 -8 8 -10 -11 -12 12 13 -15 -16 17 -18 -19 20 -21 21 -23 24 -25 -26 -27
leaf_value=-0.0018038947509198858 0.00052023854691676829 0.0029714247597744593 -0.00070077101585015126 0.00023674027967378265 0.0039989284135500272 -0.00057420892808593676 0.0017283508829159383 -0.0017409819521619291 0.0023175574008064579 0.00091385939681261818 0.0010877859431600633 -0.0022884503281305948 -0.0008672321394477151 0.0016592370286834292 0.0015086408430004664 0.0016595507759326954 0.00026084502077977455 5.1834861975946775e-05 -0.0010224935404719831 -0.0020346595314590524 6.1903964289013121e-05 0.0012366599820349236 7.2634502349375716e-05 -0.0019297981140504266 -0.00076677801815053237 -0.00097555223889290272
leaf_weight=84 46 84 83 55 47 48 47 47 54 68 61 63 47 48 52 46 59 600 54 48 106 79 1629 49 69 61
leaf_count=84 46 84 83 55 47 48 47 47 54 68 61 63 47 48 52 46 59 600 54 48 106 79 1629 49 69 61
internal_value=0 0.00027555 0.000883632 0.000112357 0.000756327 0.00170155 0.00287235 0.000184452 0.00062405 -0.000164045 5.84738e-06 -5.31339e-05 -0.000666386 0.000400683 6.11054e-05 -3.32588e-05 -0.000946285 0.000167584 -2.5489e-05 -0.000775682 9.60644e-06 3.88777e-05 -1.17463e-05 -0.00056245 3.8042e-05 -0.000393701
internal_weight=0 1593 336 1257 258 142 94 252 169 115 2141 999 158 95 841 789 143 646 2080 94 1986 1932 1853 155 1698 116
internal_count=3734 1593 336 1257 258 142 94 252 169 115 2141 999 158 95 841 789 143 646 2080 94 1986 1932 1853 155 1698 116
is_linear=0
shrinkage=0.0995203


Tree=4945
num_leaves=27
num_cat=0
split_feature=5 5 5 6 9 0 18 17 9 10 5 0 9 5 6 3 6 4 21 21 20 21 5 21 4 29
split_gain=0.00611593 0.0123107 0.0702629 0.0208009 0.0128009 0.0154255 0.0180134 0.0172537 0.0145273 0.0109007 0.00717653 0.0158347 0.00717521 0.00618989 0.00593017 0.0111735 0.0104022 0.00556862 0.0063141 0.00963699 0.00758577 0.0192209 0.00993063 0.00704579 0.00680577 0.00670543
threshold=-0.021739999999999999 -0.0070049999999999999 -0.0083599999999999994 0.090710000000000027 0.08488500000000003 -0.085474999999999982 -0.025879999999999997 -0.068169999999999994 0.086155000000000023 0.087405000000000024 -0.0038499999999999997 -0.083885000000000001 -0.25326499999999996 0.62404000000000015 0.11884000000000002 0.10920500000000002 0.10384500000000003 0.14154500000000006 0.096230000000000024 0.09865500000000002 -0.058504999999999995 0.11043500000000002 -0.084089999999999984 0.09360000000000003 0.13528000000000004 -0.0086300000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 5 6 -2 -7 -6 10 11 -3 -1 14 16 -16 -12 18 23 -20 22 -22 -21 24 25 -14
right_child=1 9 -4 -5 8 7 -8 -9 -10 -11 13 -13 17 -15 15 -17 -18 -19 19 20 21 -23 -24 -25 -26 -27
leaf_value=-0.0011738420887269496 -0.0016326203206072198 -0.0018408689865741679 0.0036316835649743292 0.0019449651169490879 -0.002196761739165862 0 0.0006502907003241667 0.0026146488539886712 -6.6723290070209285e-05 0.0013513764074936988 0.00016468313183090125 0.00042767770295639248 0.00068239344167387716 -0.00085731923006766918 0.0016210413235626035 -0.00023887475885423786 -0.0009541727424780171 0.00094657807345626766 0.0017084360328325993 6.5581658620471686e-05 -0.0018402281331500179 0.0005463163708277288 0.0018503156913956332 -0.0012638425454335562 -0.001209408804950587 -9.9085861608662364e-05
leaf_weight=52 59 61 68 58 50 49 81 50 89 64 950 60 120 64 71 57 90 61 46 93 54 87 47 51 50 1152
leaf_count=52 59 61 68 58 50 49 81 50 89 64 950 60 120 64 71 57 90 61 46 93 54 87 47 51 50 1152
internal_value=0 0.000232931 0.000655598 0.00018956 -7.7622e-05 0.000361655 -0.000305946 0.001314 -0.000838814 8.20185e-05 2.13698e-05 -0.000709205 -2.15324e-05 9.37872e-05 0.000146604 0.000786402 6.70719e-05 1.2029e-05 -2.10233e-05 0.000371396 0.000149608 -0.000361874 0.00067059 -0.00011508 -7.01438e-05 -2.47178e-05
internal_weight=0 1921 504 436 378 239 140 99 139 1417 1353 121 1813 1232 1168 128 1040 1761 1700 327 281 141 140 1373 1322 1272
internal_count=3734 1921 504 436 378 239 140 99 139 1417 1353 121 1813 1232 1168 128 1040 1761 1700 327 281 141 140 1373 1322 1272
is_linear=0
shrinkage=0.0995203


Tree=4946
num_leaves=21
num_cat=0
split_feature=2 18 18 2 9 4 2 27 2 0 8 4 18 3 18 17 3 8 9 17
split_gain=0.00823726 0.0414497 0.0646971 0.00649921 0.00571397 0.00611897 0.00314337 0.00311135 0.00309224 0.00864645 0.0169838 0.0078654 0.00914941 0.0126412 0.00855768 0.00606895 0.00540055 0.0045979 0.00459546 0.00300954
threshold=-0.10018999999999999 -0.025879999999999997 -0.10726999999999999 -0.13535499999999998 0.095415000000000014 0.085590000000000013 -0.097214999999999996 -0.088359999999999994 0.0040650000000000018 -0.100285 -0.069444999999999993 0.083685000000000023 0.089365000000000014 0.11896500000000003 -0.019539999999999998 0.047990000000000012 0.14058000000000004 -0.091600000000000001 0.10371500000000002 -0.49091000000000001
decision_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 19 4 5 -3 -2 -8 9 10 17 15 14 -14 -13 -10 18 -9 -11 -1
right_child=6 3 -4 -5 -6 -7 7 8 11 16 -12 12 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.00066402536039056412 -0.00073084311762854656 0.00023954102768855738 0.003685870163008751 -0.0012119168842836569 0.00072916048253720037 -0.0010475816993072427 -0.00061932364244996667 0.00045405597738527143 -0.0014966668841885017 7.6629468626679184e-05 0.0018938976358603094 0.00044543656989446138 0.0016646634318576055 -0.00032153542983276803 -0.0005723634721608845 0 0.00082831705394775747 -0.00069808494412883964 -0.00039547894764705745 0.000447826769629015
leaf_weight=47 51 75 84 58 68 70 66 113 66 2013 78 125 70 57 234 47 87 49 227 49
leaf_count=47 51 75 84 58 68 70 66 113 66 2013 78 125 70 57 234 47 87 49 227 49
internal_value=0 0.000497282 0.0016686 -0.000277693 -1.946e-05 -0.000376183 4.32419e-05 5.57101e-05 7.00407e-05 0.000117721 0.000686776 -0.000132925 3.93557e-05 0.000766774 -0.000215696 -0.000881131 5.86786e-05 0.000100516 2.84209e-05 -8.79902e-05
internal_weight=0 451 180 271 213 145 3283 3232 3166 2567 240 599 486 127 359 113 2327 162 2240 96
internal_count=3734 451 180 271 213 145 3283 3232 3166 2567 240 599 486 127 359 113 2327 162 2240 96
is_linear=0
shrinkage=0.0995203


Tree=4947
num_leaves=17
num_cat=0
split_feature=2 18 5 1 2 3 3 11 9 3 9 3 26 9 4 2
split_gain=0.00668026 0.0336059 0.0571088 0.0145148 0.00527352 0.00475845 0.00536016 0.00368213 0.00660851 0.00792625 0.00438262 0.0226445 0.0162946 0.0108244 0.00546375 0.00267048
threshold=-0.10018999999999999 -0.025879999999999997 -0.0044999999999999997 -0.49056499999999997 -0.13535499999999998 0.09587500000000003 0.11426500000000002 -0.37931999999999999 0.13087500000000005 0.12992500000000004 0.11351500000000002 0.14940500000000004 0.11861500000000001 0.10892000000000003 0.11995000000000003 -0.15327499999999997
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 15 -7 -2 10 -10 11 13 -12 14 -9 -3
right_child=7 4 3 -5 -6 6 -8 8 9 -11 12 -13 -14 -15 -16 -17
leaf_value=0.004530073401471965 -0.00077518117638329177 -0.00089086180904259513 0.0018022244506519349 -0.00033378540321236428 -0.0010913066870950516 0.0012375545918654272 -0.00019722663190643579 6.9004572169134695e-05 0 0.0017718746171052917 0.00061885563048736845 0.0019319572838683277 -0.0017855850169467226 -0.0014880335406556339 -0.00050585051937059543 8.2438838364637274e-05
leaf_weight=46 54 64 50 84 58 48 54 2733 54 48 55 62 56 47 174 47
leaf_count=46 54 64 50 84 58 48 54 2733 54 48 55 62 56 47 174 47
internal_value=0 0.000447792 0.00150254 0.000457124 -0.000249756 -1.67583e-05 0.000469939 3.8865e-05 5.27322e-05 0.0008413 2.6748e-05 4.9601e-05 -0.000586821 9.81604e-06 3.43147e-05 -0.000471369
internal_weight=0 451 180 134 271 213 102 3283 3229 102 3127 3016 111 2954 2907 111
internal_count=3734 451 180 134 271 213 102 3283 3229 102 3127 3016 111 2954 2907 111
is_linear=0
shrinkage=0.0995203


Tree=4948
num_leaves=13
num_cat=0
split_feature=1 0 3 1 18 7 3 3 19 8 29 3
split_gain=0.0161136 0.013172 0.0113341 0.00956968 0.00947753 0.00756001 0.00641001 0.00877932 0.00722521 0.00722501 0.00570023 0.00532538
threshold=0.62916000000000016 -0.20796499999999998 0.089985000000000023 0.078505000000000019 0.31690500000000005 0.085015000000000021 0.11721500000000003 0.11462500000000002 0.0069650000000000016 -0.090274999999999994 -0.0057599999999999995 0.14166500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 9 10 -3 -8 -10
right_child=-2 4 3 -5 -6 -7 8 -9 11 -11 -12 -13
leaf_value=0.0019068116645846362 -0.0018111254037029604 -0.00041385618595609388 -0.00084008093848949271 0.00096521062770832985 0.0013629005725083582 -0.0010500045263961062 -0.00022908792093203489 -0.0010939559721813029 -0.001217889759749365 -1.5929471881772163e-06 0.00067322708360401313 0.00023825742244044129
leaf_weight=62 50 517 48 73 46 77 88 87 49 2290 307 49
leaf_count=62 50 517 48 73 46 77 88 87 49 2290 307 49
internal_value=0 -1.21536e-05 0.000810704 0.000242296 -5.5288e-05 -7.43571e-05 -5.19351e-05 -0.000108647 0.000279311 -7.78162e-05 0.000470133 -0.000481463
internal_weight=0 3693 183 121 3510 3464 3387 2894 493 2807 395 98
internal_count=3743 3693 183 121 3510 3464 3387 2894 493 2807 395 98
is_linear=0
shrinkage=0.0995203


Tree=4949
num_leaves=22
num_cat=0
split_feature=2 4 17 2 0 3 7 3 2 3 9 9 9 9 9 9 17 17 2 8 2
split_gain=0.0154354 0.0180116 0.0113697 0.0092923 0.00715344 0.0168122 0.00826251 0.00662943 0.00599777 0.00510532 0.00904138 0.0215115 0.0124477 0.0114239 0.00959289 0.0222973 0.00930203 0.00812708 0.00651022 0.00513244 0.00245825
threshold=-0.080914999999999987 0.15340500000000004 -0.53447999999999996 -0.080484999999999987 -0.229625 0.089985000000000023 0.05862500000000001 0.10749000000000002 -0.078784999999999994 0.11553000000000002 0.092465000000000033 0.094375000000000028 0.091690000000000021 0.095950000000000021 0.089855000000000032 0.089105000000000018 -0.46515999999999996 -0.087329999999999991 -0.10934999999999999 0.11446000000000002 -0.13088999999999998
decision_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 5 -5 8 -7 -6 10 12 -12 14 -13 15 16 -1 -16 -11 20 -15
right_child=1 -3 3 4 6 7 -8 -9 -10 18 11 13 -14 19 17 -17 -18 -19 -20 -21 -22
leaf_value=0.00065839781422227621 0.0015552790436140396 -0.0016039991081307117 0.0011925386956283513 0.0022401605188662401 -0.00044251451119742946 -0.00084002326880872882 -0.0012588567543478054 0.00082278369104138221 0.00016157347348346848 -0.00021477948341868603 -0.0023377529773761611 0.0009034240363503883 0.0013841035707067904 -0.00068250069459294778 -0.002157186313204525 0.0018276001353643289 -0.00034945510234445722 -0.00035079919990783231 0.0013060950373733093 5.815757031947347e-05 -0.0016641902611277957
leaf_weight=99 60 56 83 51 183 47 46 48 1440 69 69 56 48 61 46 53 1025 56 46 52 49
leaf_count=99 60 56 83 51 183 47 46 48 1440 69 69 56 48 61 46 53 1025 56 46 52 49
internal_value=0 0.000154177 0.00020488 0.00016176 0.000114171 0.000782608 5.52073e-05 0 9.29556e-05 -0.000251123 -0.000297059 -0.000804415 -0.000186712 -0.000315336 -0.000246304 -0.000165259 -0.000259957 -0.00117347 0.000386452 -0.00074169 -0.00112724
internal_weight=0 2014 1958 1898 1815 146 1669 95 1623 1729 1614 287 1327 218 1279 1177 1124 102 115 162 110
internal_count=3743 2014 1958 1898 1815 146 1669 95 1623 1729 1614 287 1327 218 1279 1177 1124 102 115 162 110
is_linear=0
shrinkage=0.0995203


Tree=4950
num_leaves=20
num_cat=0
split_feature=2 4 18 21 20 26 20 21 21 6 6 18 18 2 23 21 0 2 19
split_gain=0.0125165 0.014608 0.0116122 0.00796906 0.0110428 0.0165707 0.0206937 0.00727028 0.0089705 0.00908876 0.0102832 0.0100769 0.0373936 0.00731422 0.00723431 0.00668368 0.0084632 0.00653962 0.00573202
threshold=-0.080914999999999987 0.15340500000000004 0.19545000000000004 0.10343500000000001 0.0057800000000000013 -0.011984999999999999 -0.077394999999999992 0.10526500000000003 0.094640000000000016 0.11056500000000001 0.099330000000000016 0.090540000000000023 0.087810000000000013 -0.088764999999999997 -0.063684999999999992 0.098000000000000018 -0.18357499999999999 -0.082404999999999992 0.11651500000000002
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 14 5 -5 -7 8 9 10 11 12 -1 -9 -2 16 -16 -13 -6
right_child=1 -3 -4 4 18 6 -8 13 -10 -11 -12 17 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.00022329759684824733 -0.00096912165568579264 -0.0014443686628168087 0.0015150741173997667 -0.0022817394190665849 0.0010751475167560269 0.0011808370917925977 -0.00092359043459430495 -0.00015817874363000713 -0.0013762870047908376 -0.0013624723327229039 0.0010795174278448753 9.1972152851357026e-05 -0.0030047190051766177 0.0012532359628915019 0.00093323526607808906 0.0011931053973299047 0.0001446588760771913 0.0014977959335169735 -0.00033241905864553984
leaf_weight=1166 47 56 63 49 73 68 144 84 72 68 61 119 50 63 152 76 1240 46 46
leaf_count=1166 47 56 63 49 73 68 144 84 72 68 61 119 50 63 152 76 1240 46 46
internal_value=0 0.000138833 0.000184532 0.000139866 -0.000266608 -0.000630289 -0.000244724 -0.000226131 -0.000288652 -0.000236249 -0.000182573 -0.000238913 -0.000338339 0.000441145 0.00024236 0.000281704 0.000231356 0.00048886 0.000524167
internal_weight=0 2014 1958 1895 380 261 212 1729 1582 1510 1442 1381 1216 147 1515 1468 1392 165 119
internal_count=3743 2014 1958 1895 380 261 212 1729 1582 1510 1442 1381 1216 147 1515 1468 1392 165 119
is_linear=0
shrinkage=0.0995203


Tree=4951
num_leaves=23
num_cat=0
split_feature=1 9 18 7 3 3 5 17 1 3 18 18 1 8 8 18 18 21 1 1 5 9
split_gain=0.0122447 0.00738744 0.0126295 0.00929491 0.00730826 0.0248525 0.0283523 0.0134186 0.0166899 0.00978827 0.00690116 0.00897748 0.0112329 0.00674823 0.0159546 0.0149257 0.033272 0.00853203 0.00613137 0.0335203 0.0182952 0.00489074
threshold=0.62916000000000016 1.0000000180025095e-35 0.14330000000000004 0.077685000000000018 0.087570000000000023 0.08802500000000002 -0.01554 0.043850000000000007 -0.081889999999999991 0.088285000000000016 0.10189500000000003 0.086510000000000017 -0.50597999999999999 -0.085764999999999994 -0.086914999999999992 -0.089929999999999996 -0.023444999999999997 0.086155000000000023 -0.083284999999999984 -0.080349999999999991 -0.0073899999999999999 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
left_child=1 2 3 10 7 6 -6 13 -9 -7 11 12 -1 14 17 21 -17 -3 20 -20 -11 -15
right_child=-2 4 -4 -5 5 9 -8 8 -10 18 -12 -13 -14 15 -16 16 -18 -19 19 -21 -22 -23
leaf_value=-0.0010157169048582988 -0.0015735943778592257 6.7643300158298162e-05 0.0018302644777423815 -0.001190594803599925 0.0032251181528116799 -0.0014643799845909823 -0.00012804031334542719 -0.0024706746689417826 -0.00032013026022837874 -0.0018383872994509841 -0.00070898851993824862 0.0012554075360853168 0.00033303983457697207 -0.00016311896192346302 -0.00196113153170705 0.0026095894005711802 -6.3448168564646744e-05 -0.0014026896264353853 0.0023291799611630999 -3.6029668380972764e-05 -2.5385793041612829e-05 -0.0016285916370457135
leaf_weight=68 50 255 47 48 50 48 49 60 91 70 70 90 591 46 58 60 197 46 62 1376 264 47
leaf_count=68 50 255 47 48 50 48 49 60 91 70 70 90 591 46 58 60 197 46 62 1376 264 47
internal_value=0 -5.40757e-06 0.000239793 0.000152629 -8.63474e-05 2.12927e-05 0.00155721 -0.000327487 -0.00118007 -6.18045e-05 0.000232352 0.000321421 0.000192624 -0.000144752 -0.000448525 0.000164494 0.000557422 -0.000154339 -2.33495e-05 6.53782e-05 -0.000407807 -0.000912537
internal_weight=0 3693 914 867 2779 1919 99 860 151 1820 819 749 659 709 359 350 257 301 1772 1438 334 93
internal_count=3743 3693 914 867 2779 1919 99 860 151 1820 819 749 659 709 359 350 257 301 1772 1438 334 93
is_linear=0
shrinkage=0.0995203


Tree=4952
num_leaves=28
num_cat=0
split_feature=18 18 18 6 8 6 8 0 8 0 18 8 1 18 8 8 18 21 17 6 3 21 8 6 6 0 6
split_gain=0.0128363 0.00386762 0.00569043 0.0227752 0.00649809 0.0175003 0.0105906 0.0189815 0.0104754 0.00732673 0.021834 0.0178342 0.00640637 0.00781006 0.004965 0.009734 0.00782952 0.00762483 0.00608985 0.0193249 0.0126442 0.0253668 0.00962574 0.00653579 0.00254302 0.00573129 0.00505208
threshold=0.26473000000000008 -0.007069999999999999 -0.011039999999999999 0.087455000000000019 -0.084044999999999995 0.087670000000000012 -0.085764999999999994 -0.088174999999999989 -0.062834999999999988 -0.08176499999999999 -0.082304999999999989 -0.081915000000000002 -0.50158499999999984 -0.095364999999999991 -0.046889999999999994 -0.053049999999999993 -0.0039399999999999991 -0.032929999999999994 -0.067015000000000005 -0.091059999999999988 0.09304500000000003 0.08500000000000002 -0.012839999999999999 0.085465000000000027 0.099330000000000016 -0.069955000000000003 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 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 9 10 -6 -11 -10 -14 15 16 -3 -16 19 -19 21 -20 -22 -21 26 -26 -18
right_child=-2 14 3 -5 8 -7 -8 -9 12 11 -12 -13 13 -15 17 -17 24 18 20 23 22 -23 -24 -25 25 -27 -28
leaf_value=0.00052354283733885667 -0.001299093639400702 -0.001345778736209024 -0.00039802771264446451 0.0024611349334936533 -2.7506960820877596e-05 -0.0015149686104718194 0.0010213581399697036 -0.0011759461122755651 0.00065880766623314295 -0.0016004347609718801 0.0019309548234760718 0.00044617215510969359 8.1545926862761217e-05 -0.00077497424781058314 -0.00090285763556358274 -0.0014571382714894901 -4.6693724163808585e-05 -0.00179281146042586 0.00020700727631337026 0.0010748918936935056 0.0013077817292129455 0.0030435751518316989 -0.00019346162152703651 -0.00041528351431907085 -0.00030016579978797535 0.001129499009185433 -0.00076275650038245223
leaf_weight=143 74 50 64 48 114 86 87 119 84 47 110 402 240 186 61 57 968 54 85 72 52 50 225 48 57 53 109
leaf_count=143 74 50 64 48 114 86 87 119 84 47 110 402 240 186 61 57 968 54 85 72 52 50 225 48 57 53 109
internal_value=0 2.4776e-05 0.000133142 0.000820019 8.50899e-05 -0.000242946 6.81582e-05 -0.000245238 0.000206404 0.000464475 0.000930583 0.000230116 -0.000132543 -0.000290506 -7.13885e-05 -0.000184226 -0.000124909 0.00015302 0.00026433 -0.000226168 0.000473468 0.00126365 8.54051e-05 0.000472 -7.27924e-05 0.000381231 -0.000119924
internal_weight=0 3671 1730 112 1618 435 349 262 1183 673 224 449 510 426 1941 1294 1237 647 586 174 412 135 277 120 1187 110 1077
internal_count=3745 3671 1730 112 1618 435 349 262 1183 673 224 449 510 426 1941 1294 1237 647 586 174 412 135 277 120 1187 110 1077
is_linear=0
shrinkage=0.0995203


Tree=4953
num_leaves=24
num_cat=0
split_feature=18 5 20 4 6 26 6 6 20 18 0 20 21 18 4 2 6 8 4 5 18 5 5
split_gain=0.010407 0.00376535 0.00844135 0.0103819 0.00786477 0.0121264 0.0164428 0.00661309 0.0170756 0.0108812 0.0118802 0.00598593 0.0143935 0.0110246 0.0043932 0.016874 0.018346 0.0109603 0.00824044 0.0058036 0.011385 0.00555298 0.010866
threshold=0.26473000000000008 0.0047850000000000011 -0.011659999999999998 0.10606500000000003 -0.050699999999999995 -0.0063299999999999997 -0.01146 -0.007045 0.0057800000000000013 -0.14343999999999998 -0.077945 -0.083495 0.11309000000000002 -0.088855000000000003 0.13279000000000005 -0.032624999999999994 -0.25061999999999995 -0.092299999999999993 0.12205500000000002 -0.0016799999999999999 -0.078409999999999994 -0.0038499999999999997 -0.0050400000000000002
decision_type=2 2 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 4 7 11 -6 -7 8 -4 -9 -11 -3 13 -13 18 -16 17 -17 19 21 -21 22 -1
right_child=-2 2 3 -5 5 6 -8 9 -10 10 -12 12 -14 -15 15 16 -18 -19 -20 20 -22 -23 -24
leaf_value=-2.4237613689645851e-06 -0.0011698075772875666 -0.00078949259596435939 -0.0020350765330816385 -0.0012032530591518846 -0.00017303153981027437 0.003076435384856272 0.00068534125984333219 0.0016282276715442515 0.00049055188708403957 0.00079213355959411311 -0.00029543821606046967 0.0022457907444937302 -0.00064865959312383867 0.00013725502967547285 0.002078951498486489 0.00015561251305182551 0.0015655187761488697 -0.0018472439733217211 -0.0011597739787350466 0.00012420531834498338 -0.0017638810605511504 0.00086212839264241791 -0.0014457672624843239
leaf_weight=2091 74 52 47 68 56 46 78 51 60 154 280 50 71 50 46 55 46 52 68 71 56 70 53
leaf_count=2091 74 52 47 68 56 46 78 51 60 154 280 50 71 50 46 55 46 52 68 71 56 70 53
internal_value=0 2.22215e-05 0.000180241 -3.77464e-05 0.000539273 0.00102935 0.00157896 9.47467e-05 -0.000611186 0.000252176 8.85882e-05 0.000140024 0.000427471 0.00119971 -4.18719e-05 0.000406866 -9.05025e-05 -0.000810088 -7.92806e-05 -4.75453e-05 -0.000701891 -9.64083e-06 -3.84853e-05
internal_weight=0 3671 1063 660 403 180 124 592 107 485 434 223 171 100 2608 199 153 107 2409 2341 127 2214 2144
internal_count=3745 3671 1063 660 403 180 124 592 107 485 434 223 171 100 2608 199 153 107 2409 2341 127 2214 2144
is_linear=0
shrinkage=0.0995203


Tree=4954
num_leaves=11
num_cat=0
split_feature=18 0 4 21 4 6 6 6 10 17
split_gain=0.00843864 0.003198 0.00899 0.00609626 0.024199 0.00446335 0.00501994 0.00971749 0.00544856 0.00567382
threshold=0.26473000000000008 -0.16423499999999999 0.08544000000000003 0.087785000000000016 0.10543500000000001 0.17176000000000005 0.12241500000000002 0.11642500000000001 0.090005000000000016 -0.092649999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 9 -3
right_child=-2 5 3 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.0015303084715986258 -0.0010533881025285756 0.00025555055579852098 0.0018831843537539326 -0.00067693387922325042 -0.0008674093502491297 0.00075423751559692621 -0.00073152181429414606 0.0012159885133410464 -0.00080470983717046698 -4.2524846224710505e-05
leaf_weight=49 74 885 59 87 68 86 84 69 77 2207
leaf_count=49 74 885 59 87 68 86 84 69 77 2207
internal_value=0 2.001e-05 -0.000313966 -3.16317e-05 0.00040398 4.60236e-05 2.74429e-05 4.73848e-05 2.16819e-05 4.25263e-05
internal_weight=0 3671 263 214 127 3408 3322 3238 3169 3092
internal_count=3745 3671 263 214 127 3408 3322 3238 3169 3092
is_linear=0
shrinkage=0.0995203


Tree=4955
num_leaves=18
num_cat=0
split_feature=18 5 5 17 4 18 3 8 18 20 3 17 2 5 18 17 27
split_gain=0.00684167 0.00310697 0.00473698 0.00918755 0.0071739 0.00928612 0.0174732 0.0283422 0.0133752 0.0131921 0.0107771 0.00349013 0.0119841 0.00947965 0.00611635 0.00756941 0.00464047
threshold=0.26473000000000008 0.63455500000000009 0.11083500000000003 -0.21387500000000001 0.11541000000000003 -0.023444999999999997 0.10871500000000002 -0.086064999999999989 -0.14624999999999996 -1.0000000180025095e-35 0.10792500000000002 -0.13530499999999998 -0.085944999999999994 -0.0070049999999999999 -0.092084999999999986 -0.015464999999999998 -0.032854999999999995
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 8 7 -7 10 -10 -4 12 13 -5 15 -13 -16
right_child=-2 -3 4 11 -6 6 -8 -9 9 -11 -12 14 -14 -15 16 -17 -18
leaf_value=-0.0012414851636447087 -0.00094855467030042226 -0.00068581638125818074 -0.0012042411032351127 0.00061724059416560747 0.0014487992517335569 -0.0016811819903689239 -0.0021001527102513574 0.0014479298258557349 0.0020018754261990593 0.00036263924233951596 0.00033383625609526718 -0.0010825209756952891 0.0012646956721116824 -0.0013350458277668826 0.00097340862887559758 0.00021262022583942638 -4.3044369427549192e-06
leaf_weight=60 74 61 64 50 48 48 46 71 80 128 152 114 88 48 49 72 2492
leaf_count=60 74 61 64 50 48 48 46 71 80 128 152 114 88 48 49 72 2492
internal_value=0 1.7952e-05 3.00707e-05 -2.24439e-05 0.000276452 0.000179522 -0.00045152 0.000178888 0.000427024 0.000997051 -0.000118101 2.38404e-06 0.000419748 -0.000330628 -2.57828e-05 -0.000576775 1.42274e-05
internal_weight=0 3671 3610 2973 637 589 165 119 424 208 216 2913 186 98 2727 186 2541
internal_count=3745 3671 3610 2973 637 589 165 119 424 208 216 2913 186 98 2727 186 2541
is_linear=0
shrinkage=0.0995203


Tree=4956
num_leaves=20
num_cat=0
split_feature=17 18 0 20 0 8 8 5 5 17 5 17 26 1 1 26 17 0 5
split_gain=0.0224027 0.011002 0.00990463 0.0148628 0.010066 0.00961281 0.0646632 0.00925603 0.0149389 0.0109156 0.0159274 0.0104037 0.00834651 0.0131074 0.0138996 0.00859661 0.00711986 0.00619631 0.00519148
threshold=-0.5696199999999999 -0.025879999999999997 -0.229625 -0.009049999999999999 -0.18357499999999999 -0.08569499999999998 -0.086914999999999992 -0.042209999999999991 -0.020485 0.077740000000000017 0.054660000000000007 -0.000475 0.11275500000000002 -0.072005 -0.081394999999999981 0.10439000000000002 -0.016209999999999999 -0.068604999999999985 0.22078000000000006
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 -4 6 16 -7 -9 11 -11 -10 15 14 -14 18 -2 -15 -6
right_child=1 2 4 -5 12 7 -8 8 9 10 -12 -13 13 17 -16 -17 -18 -19 -20
leaf_value=-0.0019838934467723678 -0.00045027510606186234 -0.0016772827463896302 0.0014110741075130274 0.00054948793259563156 7.839451077867357e-05 0.0010936907102793076 -0.0039232432118205809 -0.0015611757798211273 -0.00018924926844842316 0.0018243495539450531 -0.00036292522788095163 -0.0016842973582179923 6.6808639979566413e-05 0.00034797303263020091 0.0020451562125156039 -0.0010344513342390308 0.00093389163506742178 -0.00094488953334398885 -0.00062758570555258462
leaf_weight=62 90 76 57 48 1632 53 53 80 840 64 67 49 61 119 86 78 62 53 110
leaf_count=62 90 76 57 48 1632 53 53 80 840 64 67 49 61 119 86 78 62 53 110
internal_value=0 -7.55035e-05 5.58872e-05 -0.000808705 0.00010508 -0.000300574 -0.000929539 -0.000188035 -0.000250535 -0.000146937 0.000699418 -0.000272574 6.98956e-05 0.000539521 0.00122978 -1.19681e-05 0.000108934 -4.56497e-05 3.33449e-05
internal_weight=0 3678 2320 124 2196 1358 205 1153 1100 1020 131 889 2139 319 147 1820 152 172 1742
internal_count=3740 3678 2320 124 2196 1358 205 1153 1100 1020 131 889 2139 319 147 1820 152 172 1742
is_linear=0
shrinkage=0.0995203


Tree=4957
num_leaves=18
num_cat=0
split_feature=1 18 18 8 8 5 5 5 0 20 0 26 9 26 2 26 5
split_gain=0.00874733 0.0106105 0.00887881 0.00844117 0.0571747 0.00780413 0.0116253 0.00739069 0.0073846 0.0121375 0.00709704 0.00732836 0.0123529 0.011393 0.00677703 0.0140037 0.00668974
threshold=-0.55579999999999996 -0.025879999999999997 -0.020389999999999998 -0.08569499999999998 -0.086914999999999992 -0.042209999999999991 -0.020485 -0.013944999999999999 -0.229625 -0.009049999999999999 -0.18357499999999999 0.11275500000000002 0.11296000000000002 0.10439000000000002 -0.082139999999999991 0.083705000000000016 -0.010764999999999999
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 14 -5 -7 -8 9 -4 -10 13 -13 -12 15 -2 -9
right_child=1 2 8 5 -6 6 7 16 10 -11 11 12 -14 -15 -16 -17 -18
leaf_value=-0.001379407874965996 -0.0005888951253625685 0.0013130551933899794 -0.001521723160886247 0.0009848464045592773 -0.0037049766509606118 -0.0014058071404641807 0.00084982740732890145 -0.0013644276140668081 0.0011915655123341537 0.0004948028230114316 7.4330490952124025e-06 0.00086451686360703448 -0.0005374836617761282 -0.0012966905664662089 -0.00070684471328164879 0.0018576219201244123 -0.00016766179376374464
leaf_weight=52 46 54 75 53 53 80 67 49 54 48 1698 227 85 69 64 46 920
leaf_count=52 46 54 75 53 53 80 67 49 54 48 1698 227 85 69 64 46 920
internal_value=0 -7.83883e-05 5.16876e-05 -0.000297034 -0.000880666 -0.000191989 -0.000248612 -0.000158463 2.11324e-05 -0.000728131 6.47227e-05 3.50602e-05 0.000479938 -4.30287e-05 7.36291e-05 0.000625466 -0.000229024
internal_weight=0 3688 2310 1378 209 1169 1116 1036 2256 123 2133 2079 312 1767 156 92 969
internal_count=3740 3688 2310 1378 209 1169 1116 1036 2256 123 2133 2079 312 1767 156 92 969
is_linear=0
shrinkage=0.0995203


Tree=4958
num_leaves=16
num_cat=0
split_feature=17 18 18 5 5 18 0 21 0 17 17 17 18 18 9
split_gain=0.0179524 0.00716886 0.00807133 0.00794926 0.0321581 0.0325011 0.00656118 0.010629 0.00667758 0.00653079 0.00922817 0.00814028 0.00504412 0.00562186 0.00641815
threshold=-0.5696199999999999 -0.025879999999999997 -0.037059999999999989 -0.042209999999999991 -0.020485 -0.081229999999999983 -0.229625 0.087785000000000016 -0.18357499999999999 0.25342000000000009 0.51326500000000019 0.0041300000000000009 -0.018864999999999996 -0.015069999999999998 0.08401500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -3 -8 11 -11 -6 -10 -14 -15
right_child=1 6 -4 4 9 -7 8 -9 12 10 -12 -13 13 14 -16
leaf_value=-0.0017669179623557077 0.00085522845348334417 9.0806966068240525e-05 -0.0012527862655733629 -0.0037803949123765231 -8.0625923959770545e-05 -0.00022331106083569552 0.001151422603851669 -0.0017778523086248454 0.00093656478471287592 0.0015028253052473317 -0.00037335633376184795 -0.0011535262843622217 -0.0010206600967162002 -0.00019492865625426729 0.0001818215875054886
leaf_weight=62 69 74 74 49 932 54 57 50 63 58 46 76 49 666 1361
leaf_count=62 69 74 74 49 932 54 57 50 63 58 46 76 49 666 1361
internal_value=0 -5.85554e-05 -0.000240259 -0.000181267 -0.000240803 -0.00192346 4.74509e-05 -0.000656083 8.75497e-05 -8.42091e-05 0.000665105 -0.000162331 5.88169e-05 3.17857e-05 5.7631e-05
internal_weight=0 3678 1358 1284 1215 103 2320 124 2196 1112 104 1008 2139 2076 2027
internal_count=3740 3678 1358 1284 1215 103 2320 124 2196 1112 104 1008 2139 2076 2027
is_linear=0
shrinkage=0.0995203


Tree=4959
num_leaves=22
num_cat=0
split_feature=17 5 3 5 3 3 20 20 0 9 21 21 3 0 8 3 3 3 8 20 3
split_gain=0.0146098 0.00511984 0.0127178 0.00809654 0.0176545 0.010683 0.00804295 0.0133649 0.00792417 0.00746148 0.0168054 0.00708633 0.00583838 0.0129173 0.00658969 0.00543556 0.0223458 0.00946101 0.00531582 0.00488101 0.00463963
threshold=-0.56655999999999984 0.27608500000000008 0.094685000000000033 0.23074000000000006 0.10057000000000002 0.08844500000000001 -0.084949999999999984 -0.08588999999999998 -0.225295 1.0000000180025095e-35 0.08708500000000001 0.087785000000000016 0.11089500000000001 -0.052884999999999995 -0.07106999999999998 0.086605000000000029 0.086015000000000022 0.08785500000000003 0.010485000000000003 -0.14091999999999996 0.10636500000000003
decision_type=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 -5 7 9 11 10 -2 -8 20 14 -14 16 -10 -17 -15 -11 -4
right_child=1 2 12 4 -6 -7 8 -9 15 19 -12 -13 13 18 -16 17 -18 -19 -20 -21 -22
leaf_value=-0.0014828289144761103 0.00020268300661632863 -0.0019365618261715496 -0.00020638841492363674 0.0010511219541542249 0.0022057394866155048 -0.000839779550974343 -0.00018249780426354411 -0.0019855915264008258 1.2861360365450225e-05 -0.00031747292993698323 -0.0021092878884076474 -0.0017426712842197563 -0.00040836219939032023 -0.002074272611010335 0.0011082831408857307 0.00084426928530382107 -0.001735358913505472 7.0223162681917438e-05 -0.00060217950244226943 0.00058751092960596107 0.0011947045278557467
leaf_weight=72 66 47 46 53 51 67 81 50 675 134 58 46 63 46 51 173 81 1673 56 105 46
leaf_count=72 66 47 46 53 51 67 81 50 675 134 58 46 63 46 51 173 81 1673 56 105 46
internal_value=0 -5.07032e-05 -0.000409961 -1.19603e-05 0.000654603 0 -4.84978e-05 -0.000457855 1.31533e-05 -0.000245167 -0.000872121 -0.000754046 -0.000174348 -0.000459082 0.000262956 5.09139e-05 -0.000173365 0.000143207 -0.00127409 7.66889e-05 0.00048526
internal_weight=0 3668 355 3313 171 120 3142 413 2729 363 124 127 308 216 114 2602 756 1846 102 239 92
internal_count=3740 3668 355 3313 171 120 3142 413 2729 363 124 127 308 216 114 2602 756 1846 102 239 92
is_linear=0
shrinkage=0.0995203


Tree=4960
num_leaves=25
num_cat=0
split_feature=29 1 18 0 1 9 9 18 9 8 1 17 0 17 2 1 18 2 1 18 18 8 18 18
split_gain=0.0196549 0.0112915 0.0119218 0.0281627 0.0272404 0.0145317 0.0165819 0.0140166 0.0144389 0.0135804 0.00916235 0.0329631 0.00884545 0.0092608 0.00712758 0.00514445 0.00470562 0.0096831 0.0141205 0.00631706 0.00500478 0.0124188 0.0108557 0.00438626
threshold=0.12737000000000004 -0.067015000000000005 -0.090899999999999995 -0.052884999999999995 0.054560000000000004 0.11408000000000003 0.10744000000000002 -0.10872 0.085280000000000022 -0.06520999999999999 -0.074694999999999998 0.066010000000000027 -0.15137999999999999 0.11180000000000002 -0.077849999999999989 0.51334500000000016 0.11362500000000002 -0.076524999999999996 -0.083284999999999984 0.10492000000000003 0.088735000000000022 -0.052214999999999998 0.084405000000000022 0.022040000000000008
decision_type=2 2 2 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 7 6 12 14 -9 -7 16 -12 13 -4 -3 -14 19 18 -18 20 22 -22 -1 -11
right_child=-2 2 5 -5 -6 9 -8 8 -10 23 11 -13 15 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25
leaf_value=-5.4477058211968551e-05 -0.0019384620338296845 -0.00077090703808236174 0.00099016020921550659 -0.0014967359127854459 0.0026297222119593933 -0.00048354582499668825 -0.0015576582786153484 0.00032546921766574003 0.00264608575060613 0.0021928575839883402 -0.003014221886663131 0.00043664824194638815 -6.9631633152285753e-05 -0.000499795009786459 0.00066060778718347109 0.00084530654119471761 -1.0307837065697474e-05 0.00044581675102179188 -0.0023807905979788876 0.0010691297953125936 -0.00098285928642754617 0.00074021545005969059 0.0011596609261780456 0.00098043313262636427
leaf_weight=943 49 77 178 49 82 46 64 60 49 54 47 65 1224 53 62 64 52 57 49 52 148 57 79 74
leaf_count=943 49 77 178 49 82 46 64 60 49 54 47 65 1224 53 62 64 52 57 49 52 148 57 79 74
internal_value=0 6.75872e-05 0.000216088 0.000722692 0.00105472 0.000106343 1.09302e-05 0.000530657 0.00137619 0.000969674 -0.00013666 -0.00100418 7.75585e-05 0.000644765 -0.0001265 -2.35333e-05 -6.84755e-05 -0.000580907 -0.00116845 -4.5328e-06 -5.07016e-05 -0.000499767 3.85741e-05 0.00149832
internal_weight=0 3685 2136 379 330 1757 1583 248 109 174 1549 112 1519 231 139 1288 1437 158 101 1279 1227 205 1022 128
internal_count=3734 3685 2136 379 330 1757 1583 248 109 174 1549 112 1519 231 139 1288 1437 158 101 1279 1227 205 1022 128
is_linear=0
shrinkage=0.0995203


Tree=4961
num_leaves=25
num_cat=0
split_feature=29 1 18 4 0 0 18 9 9 8 18 1 5 1 17 1 18 18 26 5 18 1 1 18
split_gain=0.0159384 0.00915601 0.00967288 0.0239914 0.0167774 0.0122626 0.0136517 0.0117845 0.0134448 0.0110341 0.00749705 0.0202043 0.0190729 0.00741556 0.0267435 0.00411796 0.00722855 0.013199 0.0189197 0.0164847 0.00860283 0.00756832 0.00664769 0.00353446
threshold=0.12737000000000004 -0.067015000000000005 -0.090899999999999995 0.081905000000000019 -0.052884999999999995 -0.067839999999999998 -0.10082999999999999 0.11408000000000003 0.10744000000000002 -0.06520999999999999 -0.070914999999999992 -0.040439999999999997 -0.0065700000000000003 -0.074694999999999998 0.066010000000000027 -0.077774999999999997 0.088735000000000022 0.093865000000000018 0.090275000000000022 -0.078739999999999991 0.084405000000000022 -0.085184999999999997 -0.076329999999999995 0.022040000000000008
decision_type=2 2 2 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 4 5 6 -3 8 10 -9 12 -12 -4 15 -15 16 20 18 -18 -19 21 -1 -17 -11
right_child=-2 2 7 -5 -6 -7 -8 9 -10 23 11 -13 -14 14 -16 22 17 19 -20 -21 -22 -23 -24 -25
leaf_value=8.5577215991967066e-05 -0.0017455459314832625 -0.0001548993607946841 0.00014925608047843648 0.0027327557934507503 -0.0013683637658251729 0.0019194479401955285 0.0016154804142528641 -0.00043542325083936728 -0.0014026397531191569 0.0019746238888364524 0.0018931975764513429 7.7113243228533091e-05 -0.0017070273928957119 -0.0027142460198486869 0.00039319293168067526 0.0012394048737042645 -8.1901393346596235e-05 0.0013704934447803239 -0.0028371304074556489 -0.00057317070364961385 0.0010352637021790708 -0.00061772174769178674 -0.00034583558985562659 0.00088286020791164673
leaf_weight=729 49 166 177 48 48 59 58 46 64 54 64 1199 79 47 65 59 50 57 50 178 77 191 46 74
leaf_count=729 49 166 177 48 48 59 58 46 64 54 64 1199 79 47 65 59 50 57 50 178 77 191 46 74
internal_value=0 6.0883e-05 0.000194621 0.000650984 0.000346622 0.000640396 0.000299848 9.57133e-05 9.73948e-06 0.000873172 6.97862e-05 0.000169788 -0.000420384 -0.000123007 -0.000903513 -6.16042e-05 -0.000109416 -0.000509482 -0.0014677 -9.82451e-05 2.41888e-05 -5.9544e-05 0.000537122 0.00134984
internal_weight=0 3685 2136 379 331 283 224 1757 1583 174 1519 1263 256 1549 112 1437 1332 335 100 235 997 920 105 128
internal_count=3734 3685 2136 379 331 283 224 1757 1583 174 1519 1263 256 1549 112 1437 1332 335 100 235 997 920 105 128
is_linear=0
shrinkage=0.0995203


Tree=4962
num_leaves=24
num_cat=0
split_feature=4 1 6 17 8 7 1 17 1 20 20 6 5 8 1 17 1 2 9 9 9 1 17
split_gain=0.0163276 0.00758109 0.00837124 0.0356588 0.00870176 0.00937957 0.00862209 0.0231548 0.00966951 0.00754766 0.00748949 0.00923147 0.00905479 0.00728194 0.00600963 0.0216987 0.00332348 0.00587493 0.00458011 0.0179108 0.0122763 0.0117528 0.00706208
threshold=0.15730000000000002 -0.067015000000000005 -0.0072949999999999994 -0.095109999999999986 0.10528000000000003 1.0000000180025095e-35 -0.018369999999999997 0.40057000000000009 0.036605000000000013 -0.030064999999999998 -0.075334999999999999 -0.011749999999999998 0.5124350000000002 -0.057284999999999996 -0.074694999999999998 0.066010000000000027 -0.077774999999999997 -0.077604999999999993 0.09550500000000002 0.098465000000000011 0.093535000000000021 -0.079434999999999992 -0.10193000000000001
decision_type=2 2 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 4 -4 5 10 7 -5 -8 -6 12 -12 -3 -10 16 -16 18 -18 20 -20 21 -1 -21
right_child=-2 2 3 6 9 -7 8 -9 13 -11 11 -13 -14 -15 15 -17 17 -19 19 22 -22 -23 -24
leaf_value=-2.2746469236851105e-05 -0.0018093928129751182 0.00022683327219277433 0.0026299151210102062 0.001880489965804156 0 0.0013617516582655155 -0.0011492300527774684 -0.00058230104016390326 -0.00045598893607554471 -0.0017144344200712769 -2.516897308711154e-05 -0.0014083363683260353 0.0015934785638938346 0.0011751409709506403 -0.0024441237685510096 0.00035406232709851021 0.0011562038377151849 -0.00033058648917897631 -0.0019020763357456812 0.0011291731406795583 0.0014949562951069445 -0.0014783023653351911 -0.00059991420272339883
leaf_weight=1070 47 679 70 80 56 60 77 71 57 48 784 51 52 51 47 65 58 47 63 47 50 58 46
leaf_count=1070 47 679 70 80 56 60 77 71 57 48 784 51 52 51 47 65 58 47 63 47 50 58 46
internal_value=0 5.6992e-05 0.000178742 0.000585767 8.27471e-05 0.000139624 0.000157466 0.000717068 -0.000294864 -0.000798626 9.22761e-05 -0.00011063 0.00032517 0.000306687 -0.000110151 -0.000812868 -5.48885e-05 0.000482892 -9.78312e-05 -0.000604845 -2.99936e-05 -9.83147e-05 0.000265123
internal_weight=0 3687 2136 406 1730 1626 336 151 185 104 1566 835 731 108 1551 112 1439 105 1334 156 1178 1128 93
internal_count=3734 3687 2136 406 1730 1626 336 151 185 104 1566 835 731 108 1551 112 1439 105 1334 156 1178 1128 93
is_linear=0
shrinkage=0.0995203


Tree=4963
num_leaves=18
num_cat=0
split_feature=7 9 18 0 17 9 26 5 9 2 18 6 1 3 6 6 4
split_gain=0.01385 0.0168743 0.00720137 0.00753558 0.0202221 0.00592394 0.0095933 0.00781253 0.014804 0.00556611 0.00474033 0.00797241 0.00606389 0.00625122 0.00428663 0.0160583 0.00326468
threshold=0.082295000000000021 0.08648500000000002 -0.46510999999999997 -0.10806499999999999 -0.10071499999999999 0.11351500000000002 0.26711000000000013 -0.063819999999999988 0.13642500000000005 -0.062394999999999999 0.089365000000000014 -0.091244999999999993 0.44303500000000012 0.08666500000000002 -0.011749999999999998 -0.023004999999999998 0.10777500000000002
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 -4 6 14 8 -7 -9 12 -12 13 -6 15 -5 -16
right_child=1 -3 3 5 10 7 -8 9 -10 -11 11 -13 -14 -15 16 -17 -18
leaf_value=0.0011182656706267813 0 -0.002524826100216523 0.0021657374147306431 2.3987684944628585e-05 0.00075027900017870955 0.0024381576053602214 -0.0013874804369530436 -0.00084876757498188714 -5.6734035570015957e-05 0.00052514902211453723 0.0017600112812479795 -6.6993531384346641e-05 0.00095584414881756923 -0.00027782034982115145 -9.3238914108772594e-05 0.0016577297123302414 -0.00067811047834068748
leaf_weight=63 61 46 56 882 71 46 53 50 47 70 46 47 63 330 1638 64 101
leaf_count=63 61 46 56 882 71 46 53 50 47 70 46 47 63 330 1638 64 101
internal_value=0 -0.00108564 6.29947e-05 4.41112e-05 0.000361695 -2.15819e-05 -6.11757e-05 0.000483532 0.0011685 -4.04945e-05 0.00017885 0.000827884 4.69986e-05 -9.37463e-05 -3.46905e-05 0.000135381 -0.000127679
internal_weight=0 107 3627 3564 613 2951 2738 213 93 120 557 93 464 401 2685 946 1739
internal_count=3734 107 3627 3564 613 2951 2738 213 93 120 557 93 464 401 2685 946 1739
is_linear=0
shrinkage=0.0995203


Tree=4964
num_leaves=15
num_cat=0
split_feature=20 9 26 3 17 26 3 0 29 8 0 3 5 9
split_gain=0.0224898 0.00864272 0.00809502 0.0105249 0.00736352 0.00732242 0.00788902 0.00732496 0.00683841 0.00658183 0.00636637 0.00703158 0.004946 0.00447709
threshold=-0.41270499999999993 0.23438500000000004 -0.084904999999999994 0.085295000000000024 0.070205000000000017 -0.074359999999999996 0.10486500000000003 -0.079379999999999992 -0.0086300000000000005 0.10228000000000002 -0.080074999999999993 0.08844500000000001 -0.082635 0.088825000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 -4 10 -5 12 11 -7 -9 -10
right_child=1 -3 5 4 -6 7 -8 9 13 -11 -12 -13 -14 -15
leaf_value=0.0022857382505246516 -0.0013792052451276648 0.0014124363367292007 0.0015027853480416844 0.0011166167719014169 -0.0011469365584059386 0.00034716611504631133 -2.2028117687925252e-05 -0.00077045744498266519 -0.00078625634726621246 0.00076542125374881457 0.0012883396031783902 -3.0680906083785588e-05 -0.00011111969030590024 0.00020794967640752702
leaf_weight=46 82 47 75 54 55 979 59 129 70 76 51 965 938 123
leaf_count=46 82 47 75 54 55 979 59 129 70 76 51 965 938 123
internal_value=0 7.07974e-05 5.33259e-05 -0.000378488 -0.000104059 0.000104253 0.000825303 7.32021e-05 0.000124847 -0.00012725 0.000188458 0.000159182 -0.000191601 -0.000148402
internal_weight=0 3703 3656 384 302 3272 134 3138 247 1143 1995 1944 1067 193
internal_count=3749 3703 3656 384 302 3272 134 3138 247 1143 1995 1944 1067 193
is_linear=0
shrinkage=0.0995203


Tree=4965
num_leaves=15
num_cat=0
split_feature=20 11 0 4 8 3 18 5 8 2 2 6 26 26
split_gain=0.0182351 0.00783542 0.0100693 0.00687271 0.00868287 0.0113838 0.0234978 0.0142832 0.0112535 0.00848746 0.0161216 0.00930616 0.00458718 0.00937162
threshold=-0.41270499999999993 -0.11166 -0.059114999999999994 0.14699000000000004 -0.083504999999999982 0.084550000000000028 -0.015069999999999998 -0.076589999999999991 -0.084044999999999995 -0.082234999999999989 -0.084804999999999992 0.092120000000000021 -0.2382 -0.15866
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 -6 -8 9 10 -3 -11 -7 -14
right_child=1 3 -4 -5 5 12 7 -9 -10 11 -12 -13 13 -15
leaf_value=0.0020582611691343524 0 0.00012772723457618685 0.0018457445846029035 -0.0010460147780637578 -0.0019944955464644854 -0.00073075983325490831 -0.00068423832077400566 0.0015151188062984006 0.0015311511365405481 8.2575470652497621e-05 0.0012792667220709758 -0.001074467982628992 0.0013828575961234801 1.2683310806295296e-06
leaf_weight=46 62 408 55 57 89 80 80 46 65 646 172 77 50 1816
leaf_count=46 62 408 55 57 89 80 80 46 65 646 172 77 50 1816
internal_value=0 6.37296e-05 0.000865499 3.73421e-05 5.50723e-05 -6.88337e-05 -0.000756064 0.000112205 0.000251402 0.000186934 0.00047063 -3.95183e-05 6.67287e-06 3.87271e-05
internal_weight=0 3703 117 3586 3529 2161 215 126 1368 1303 580 723 1946 1866
internal_count=3749 3703 117 3586 3529 2161 215 126 1368 1303 580 723 1946 1866
is_linear=0
shrinkage=0.0995203


Tree=4966
num_leaves=16
num_cat=0
split_feature=6 11 4 0 0 1 0 6 1 2 5 3 4 3 7
split_gain=0.011811 0.0070083 0.00650806 0.00509075 0.0103389 0.0083807 0.0243585 0.0285062 0.00796871 0.0139438 0.00748394 0.00635449 0.0235863 0.0104154 0.00461702
threshold=0.23663500000000004 -0.23394000000000001 0.14699000000000004 -0.08269 -0.082339999999999983 -0.082849999999999993 -0.086474999999999996 0.088565000000000019 -0.048734999999999994 -0.081559999999999994 -0.011514999999999999 0.085505000000000012 0.081235000000000016 0.08802500000000002 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 5 -5 6 10 -8 9 -7 -3 12 -6 -13 -10
right_child=-2 2 -4 4 11 8 7 -9 14 -11 -12 13 -14 -15 -16
leaf_value=0.00098046809920359257 0.0015844625639108579 0.00051412522979864023 -0.0010256844367993289 -0.0014510010550187879 -0.0022849391399918347 0.00043095931890417463 0.00048860113575961771 0.0034131160583813751 0.00013007767318320092 -0.0011081342872785139 -0.00073682948607813731 0.00092729518549923811 0.00011741778487741232 -3.3222856298528098e-05 0.0011179123623599626
leaf_weight=80 51 94 56 52 56 100 87 54 1244 138 95 122 144 1327 49
leaf_count=80 51 94 56 52 56 100 87 54 1244 138 95 122 144 1327 49
internal_value=0 5.87054e-05 3.80974e-05 5.50515e-05 -6.90519e-05 0.000168925 0.000624134 0.00161443 7.0272e-05 -0.000458017 -0.00011033 -2.49767e-05 -0.000551149 4.7084e-05 0.000168146
internal_weight=0 3698 3618 3562 1701 1861 330 141 1531 238 189 1649 200 1449 1293
internal_count=3749 3698 3618 3562 1701 1861 330 141 1531 238 189 1649 200 1449 1293
is_linear=0
shrinkage=0.0995203


Tree=4967
num_leaves=17
num_cat=0
split_feature=6 11 6 2 8 8 8 5 17 8 3 18 5 1 1 1
split_gain=0.0095753 0.00568625 0.00879485 0.00562025 0.0132645 0.0063024 0.00866397 0.00701318 0.0141507 0.0100247 0.00627214 0.0225444 0.00883704 0.00475486 0.0206342 0.0159243
threshold=0.23663500000000004 -0.11166 -0.089745000000000005 0.31852000000000008 -0.51030999999999993 -0.083504999999999982 -0.084044999999999995 -0.025879999999999997 -0.011174999999999999 -0.086489999999999997 0.084550000000000028 -0.015069999999999998 -0.075744999999999993 -0.090104999999999991 -0.092954999999999996 -0.083284999999999984
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 9 -9 -3 11 -7 -13 14 -12 -15
right_child=-2 3 -4 4 -6 10 -8 8 -10 -11 13 12 -14 15 -16 -17
leaf_value=0.0017512213885563809 0.0014267765908843259 9.6563051716190185e-05 -2.6351524083642971e-05 0.00035263594273649907 -0.0018075535157105751 -0.0018017787870822221 0.0013490572408261679 7.4162598303353447e-05 0.0011241057504576208 -0.0010504993258226569 2.7363124880870478e-05 -0.00033011021324544696 0.0013528680113882136 -0.0011652468995037367 0.0021662225681381209 2.2392234510615362e-05
leaf_weight=49 51 565 61 59 53 87 65 390 190 87 323 89 47 121 52 1460
leaf_count=49 51 565 61 59 53 87 65 390 190 87 323 89 47 121 52 1460
internal_value=0 5.29071e-05 0.000758035 3.10613e-05 -0.000662288 5.36372e-05 0.000227444 0.000167603 0.000419521 -5.52404e-05 -4.94414e-05 -0.000549551 0.000245488 7.15661e-06 0.000326135 -6.79846e-05
internal_weight=0 3698 110 3588 112 3476 1297 1232 580 652 2179 223 136 1956 375 1581
internal_count=3749 3698 110 3588 112 3476 1297 1232 580 652 2179 223 136 1956 375 1581
is_linear=0
shrinkage=0.0995203


Tree=4968
num_leaves=19
num_cat=0
split_feature=6 21 21 26 20 20 6 26 27 21 10 9 23 8 8 20 20 5
split_gain=0.00632384 0.00692683 0.0157695 0.0497912 0.0124423 0.0107475 0.00777394 0.00777183 0.0201548 0.0115758 0.0112641 0.00864101 0.0289083 0.0285432 0.00825889 0.00659994 0.00500282 0.00422016
threshold=0.23663500000000004 -0.0086749999999999987 -0.032929999999999994 0.08401500000000002 -0.014534999999999999 -0.057024999999999999 -0.0092549999999999993 -0.126245 0.083270000000000025 0.10068500000000002 0.090150000000000022 0.11351500000000002 -0.066744999999999985 0.0073150000000000012 -0.409445 -0.09280999999999999 -0.14820999999999998 -0.067559999999999995
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 15 -6 8 9 -3 11 12 -9 17 -14 16 -1 -13
right_child=-2 7 3 -5 6 -7 -8 10 -10 -11 -12 13 14 -15 -16 -17 -18 -19
leaf_value=0.00041611296006493055 -0.0010627439509659814 -0.00069300279092690152 0.0037346680382316249 -0.0004846315399277077 0.00010444266357636474 -0.001409099892239392 0.0017152008973310053 0.0024484606307461194 0.002401772726626999 0.0009928263374328135 -0.0015219920207440736 -0.00060457417293030905 -0.00072563198986445301 -0.0028224859895677034 2.6830421527031351e-05 0.0010614475086661401 -0.00085907902535842749 0.00054785136889301577
leaf_weight=53 51 90 51 60 61 66 60 48 47 73 50 54 153 46 2577 49 70 75
leaf_count=53 51 90 51 60 61 66 60 48 47 73 50 54 153 46 2577 49 70 75
internal_value=0 5.25562e-05 0.000409406 0.00144659 8.6436e-05 -0.000328792 0.000909932 1.01173e-07 0.000585664 5.69783e-05 -4.05747e-05 -1.52142e-05 2.72306e-05 -0.000693672 -1.50407e-05 8.09849e-05 -0.000302951 5.90947e-05
internal_weight=0 3683 470 111 359 238 121 3213 210 163 3003 2953 2778 175 2730 172 123 129
internal_count=3734 3683 470 111 359 238 121 3213 210 163 3003 2953 2778 175 2730 172 123 129
is_linear=0
shrinkage=0.0995203


Tree=4969
num_leaves=28
num_cat=0
split_feature=18 3 8 17 0 2 2 18 0 8 8 8 17 17 17 6 17 8 18 17 3 5 6 6 3 22 7
split_gain=0.00531633 0.0167432 0.0255771 0.0151114 0.0187524 0.00720366 0.0107029 0.00613514 0.00745616 0.00595215 0.00993835 0.00764416 0.00671799 0.0488422 0.0151749 0.0126041 0.00997902 0.00858508 0.00803438 0.00587325 0.01538 0.0184714 0.00731582 0.0137942 0.0112821 0.00743153 0.00801478
threshold=-0.085709999999999995 0.08511500000000001 -0.012329999999999999 -0.010239999999999999 -0.085605000000000001 0.10003000000000002 -0.065999999999999989 -0.088184999999999999 -0.08076499999999999 -0.050299999999999997 -0.041669999999999992 -0.057284999999999996 -0.010655 -0.013885 -0.0082649999999999998 0.12080000000000003 -0.023964999999999997 -0.073999999999999996 -0.011569999999999999 -0.088734999999999994 0.10871500000000002 0.052820000000000013 -0.099455000000000002 -0.089284999999999989 0.096595000000000028 0.08777500000000002 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 -1 5 -5 6 7 8 -3 11 -11 12 13 16 -14 18 17 -2 -16 20 21 -12 25 -24 -25 26 -21
right_child=9 3 -4 4 -6 -7 -8 -9 -10 10 19 -13 14 -15 15 -17 -18 -19 -20 22 -22 -23 23 24 -26 -27 -28
leaf_value=9.272828165923982e-05 5.5624696311090982e-05 0.00063956217387189408 0.0028207211804369818 0.0026482276270443817 -0.00011908851067103636 0.00085345035963954737 -0.0012332827876120624 -0.0010085901870733297 -0.0002092759783693924 -0.0015664493571825686 -0.0014444275154349409 0.0013129799434447535 -0.001601599006739299 0.0032107479851248419 0.00051327008034297112 -0.0014595626144002286 -0.0010818676705532289 0.0014230245141590909 -0.00010373155013261992 -0.0011511454486617949 -0.0020331305493827626 0.001017923038978529 0.0016906163147858829 -0.00072285020875045402 0.00052552083626135262 0.00057396358583829826 0.00032618817650902359
leaf_weight=82 522 155 59 47 49 69 88 58 301 54 53 47 64 52 275 58 70 50 868 133 56 70 57 124 170 54 49
leaf_count=82 522 155 59 47 49 69 88 58 301 54 53 47 64 52 275 58 70 50 868 133 56 70 57 124 170 54 49
internal_value=0 0.000243016 0.00124004 5.86639e-05 0.00122722 -0.000107301 -0.00021878 -4.34984e-05 7.74593e-05 -3.36456e-05 -0.000259732 5.83644e-05 2.78459e-05 0.000276995 -0.000108194 -2.79304e-05 3.80944e-05 0.000176584 4.39997e-05 -0.000166544 -0.000665673 -3.64345e-05 -1.29453e-05 0.000273705 0 -0.000442745 -0.000748904
internal_weight=0 908 141 767 96 671 602 514 456 2826 820 2006 1959 694 1265 1201 642 572 1143 766 179 123 587 351 294 236 182
internal_count=3734 908 141 767 96 671 602 514 456 2826 820 2006 1959 694 1265 1201 642 572 1143 766 179 123 587 351 294 236 182
is_linear=0
shrinkage=0.0995203


Tree=4970
num_leaves=30
num_cat=0
split_feature=26 26 18 18 3 3 8 0 26 18 0 0 0 8 9 5 5 5 5 9 9 0 2 5 5 3 0 5 5
split_gain=0.0044635 0.0779354 0.0136233 0.0159656 0.0186207 0.0231572 0.00883987 0.00958504 0.00883214 0.00808544 0.00854285 0.025749 0.018233 0.0117376 0.0109828 0.00632608 0.0161062 0.0120647 0.0171666 0.00956009 0.0257036 0.010524 0.00469285 0.0261746 0.0183955 0.00704435 0.00765866 0.00671168 0.0104604
threshold=0.088165000000000021 0.087865000000000013 -0.082304999999999989 -0.085834999999999995 0.08511500000000001 0.081685000000000021 -0.081915000000000002 -0.088174999999999989 -0.0063299999999999997 -0.060544999999999995 -0.084369999999999987 -0.085794999999999996 -0.086775000000000005 0.10228000000000002 0.095415000000000014 -0.025879999999999997 -0.013384999999999999 -0.039649999999999998 -0.045014999999999993 0.11296000000000002 0.097365000000000021 -0.073664999999999994 -0.083204999999999987 -0.0073899999999999999 -0.0063549999999999995 0.09304500000000003 -0.080500000000000002 0.0043900000000000015 0.054660000000000007
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -8 -4 11 12 -11 14 -12 17 -17 18 19 20 21 -2 24 -24 -18 26 -26 -25 -29
right_child=15 -3 9 -5 6 -7 8 -9 -10 10 13 -13 -14 -15 -16 16 22 -19 -20 -21 -22 -23 23 27 25 -27 -28 28 -30
leaf_value=-0.00027734473478041631 0.00022939928149503993 0.004128157528282661 -0.0012349144893668573 0.0019719036854759214 0.0003017404210696602 0.0023842664629318217 -0.00032104286806624292 -0.0013092404977131736 0.00071062231584351839 -0.00021604702786142663 0.0002527616561343844 -0.0019914823104557684 0.0017210373249094395 -0.00088644100065958184 0.0017611883397986629 -0.0017329943007326116 -0.0021312025707949534 0.0014839363927328566 -0.0018051956912013853 -0.00091570593250912835 0.0018355394948822803 -0.00095551260480322621 0.0022488083091903961 -0.0012529630861729476 -0.00025190040331455373 -0.00093143397530835454 0.0014288960128022343 0.00085194643636574867 -0.00037719150114491178
leaf_weight=54 339 47 63 59 60 79 146 91 186 840 385 78 51 77 55 71 54 58 49 75 88 95 47 55 63 55 46 91 277
leaf_count=54 339 47 63 59 60 79 146 91 186 840 385 78 51 77 55 71 54 58 49 75 88 95 47 55 63 55 46 91 277
internal_value=0 0.000117611 3.24875e-05 0.000405911 0.000254592 0.00129746 -3.08786e-05 -0.000663694 0.000254473 -0.000129709 -8.23021e-05 -0.00025701 -0.000104251 0.000243564 0.000443176 -0.000105162 -0.000304754 0.00010886 -1.3332e-05 0.000132368 0.000284521 -2.80847e-05 -0.000156173 1.9165e-05 -0.00053795 -8.34979e-06 0.000449917 -0.000226638 -7.10225e-05
internal_weight=0 2271 2224 675 616 133 483 151 332 1549 1486 969 891 517 440 1463 759 704 646 597 522 434 688 470 218 164 109 423 368
internal_count=3734 2271 2224 675 616 133 483 151 332 1549 1486 969 891 517 440 1463 759 704 646 597 522 434 688 470 218 164 109 423 368
is_linear=0
shrinkage=0.0995203


Tree=4971
num_leaves=33
num_cat=0
split_feature=18 18 20 20 20 17 3 1 17 17 18 18 5 1 5 2 4 2 17 0 18 0 3 3 17 9 17 2 21 1 2 8
split_gain=0.00455774 0.00868406 0.00755653 0.00738286 0.0520002 0.0151812 0.014616 0.00916024 0.0255067 0.0340712 0.007274 0.0176132 0.0103768 0.0070607 0.00684015 0.00999841 0.0176326 0.0132616 0.00642497 0.0147401 0.0217543 0.0167554 0.0153375 0.0104803 0.0186034 0.0102273 0.0113205 0.0130513 0.00662153 0.00490699 0.00895342 0.00639045
threshold=0.014860000000000003 0.063210000000000016 -0.24910499999999999 -0.080324999999999994 -0.081324999999999995 0.11180000000000002 0.11404500000000002 -0.093734999999999999 -0.096019999999999994 -0.0064000000000000003 -0.10082999999999999 -0.057764999999999997 0.27287000000000011 -0.014549999999999999 -0.54382499999999989 0.11392500000000001 0.11419500000000003 0.040040000000000013 -0.00067499999999999993 -0.071799999999999989 0.091085000000000013 -0.081195000000000003 0.096775000000000014 0.085355000000000028 -0.065004999999999993 0.10371500000000002 0.060860000000000011 -0.078289999999999985 0.091085000000000013 -0.076329999999999995 -0.078914999999999999 -0.070649999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 8 10 -10 12 -12 -5 -4 -9 17 -17 -16 19 21 -21 23 -22 -3 -25 26 27 -20 -24 30 -28 -31
right_child=1 18 3 7 -6 -7 -8 14 9 -11 11 -13 -14 -15 15 16 -18 -19 25 20 22 -23 28 24 -26 -27 29 -29 -30 31 -32 -33
leaf_value=-0.001090762883856278 -0.0014576746653826077 -0.0013574813599628599 0.0003648510964535394 0.0013059144103840933 0.003235982495542336 0.0017153825930909846 0.0014652125318957046 0.0010177579629421639 0.0030743838709794873 -0.00021222956829048881 -0.0021688480244467659 0.00031391837170253409 -0.00048737353507541023 -0.00056975113744943265 -7.9173644819543066e-05 -0.0024017645467542502 -9.961288622612224e-05 0.0015231615589893018 0.00012122973857387796 0.0020771056133188398 -0.0017430700405562966 -0.0024719330154902327 0.0011210144873809789 -0.00089878071655140736 0.00092184437384368605 -0.00088492076109756407 0.00032145931227855437 0.0022317818343068141 -0.00044492838215668535 -0.00014714447817671146 -0.0015047591196478316 0.0012313973236164533
leaf_weight=52 48 87 112 64 59 52 53 56 71 55 47 70 63 274 1460 50 99 53 57 54 47 46 59 122 102 71 60 61 48 78 47 57
leaf_count=52 48 87 112 64 59 52 53 56 71 55 47 70 63 274 1460 50 99 53 57 54 47 46 59 122 102 71 60 61 48 78 47 57
internal_value=0 -0.00014914 9.5729e-05 0.000119427 0.000443942 0.000106775 -8.19018e-05 3.35548e-05 0.00048298 0.00163325 -0.00010766 -0.000676436 0.000409885 -0.00029645 -6.27598e-05 -9.96598e-05 -0.000877642 -2.25031e-05 -8.52556e-05 -0.0003066 0.000356751 -0.000695383 -0.000241176 -0.000429981 -6.60915e-05 0.000203006 0.000419844 0.00121922 0.000410885 2.66844e-05 -0.000473061 0.000428843
internal_weight=0 1044 2690 2638 550 491 439 2088 370 126 244 117 127 386 1718 1662 149 1513 996 565 208 357 154 311 224 431 360 118 107 242 107 135
internal_count=3734 1044 2690 2638 550 491 439 2088 370 126 244 117 127 386 1718 1662 149 1513 996 565 208 357 154 311 224 431 360 118 107 242 107 135
is_linear=0
shrinkage=0.0995203


Tree=4972
num_leaves=11
num_cat=0
split_feature=20 21 26 29 6 18 5 8 6 26
split_gain=0.00514688 0.00737316 0.00552435 0.00838673 0.00514941 0.00687783 0.0117901 0.00870504 0.00540779 0.00549249
threshold=0.27003000000000005 0.16638500000000003 -0.2382 -0.109725 0.090460000000000026 0.089505000000000015 -0.040404999999999996 -0.057284999999999996 0.089525000000000021 -0.019129999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 6 -6 -7 9 -5
right_child=-2 -3 3 4 5 7 -8 -9 -10 -11
leaf_value=0.00080445722410802604 0.00094723901404681222 -0.0011493923914568816 -0.0013424413806110511 0.00036034733575677298 -0.001391611979152325 -0.00019164914280256294 -0.00018869938778139767 0.0010359448264894598 0.00086075858902556843 -1.6599599411723115e-05
leaf_weight=85 57 55 46 463 102 182 398 83 84 2193
leaf_count=85 57 55 46 463 102 182 398 83 84 2193
internal_value=0 -5.58401e-06 1.14927e-05 -7.25792e-06 1.00316e-05 -0.00021799 -0.000435731 0.000189754 7.39933e-05 4.88024e-05
internal_weight=0 3691 3636 3551 3505 765 500 265 2740 2656
internal_count=3748 3691 3636 3551 3505 765 500 265 2740 2656
is_linear=0
shrinkage=0.0995203


Tree=4973
num_leaves=11
num_cat=0
split_feature=5 5 3 20 21 3 2 3 3 11
split_gain=0.00481697 0.00478903 0.0141744 0.00427229 0.00648659 0.00294173 0.010273 0.00618347 0.00527363 0.00492012
threshold=0.62720500000000012 0.51100000000000012 0.12212000000000002 0.27003000000000005 0.16638500000000003 0.12870500000000004 -0.037414999999999997 0.12131500000000002 0.11769000000000002 -0.37179999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 8 -1 -8
right_child=-2 2 -4 -5 -6 6 9 -9 -10 -11
leaf_value=-1.1232679505833535e-05 0.00072312310439671479 -0.0016307305284733527 0.00043244120905143826 0.00088221214174205489 -0.0011507186303229455 0.0012621299666133227 -0.0009449979290277788 -0.00091331359884911452 0.00092341293081578326 0.000200410749677171
leaf_weight=2983 91 66 65 55 48 82 47 74 61 176
leaf_count=2983 91 66 65 55 48 82 47 74 61 176
internal_value=0 -9.79651e-06 -0.000600771 1.19275e-05 -1.62679e-06 1.42475e-05 0.000309351 -1.43567e-05 7.22816e-06 -3.73274e-05
internal_weight=0 3657 131 3526 3471 3423 305 3118 3044 223
internal_count=3748 3657 131 3526 3471 3423 305 3118 3044 223
is_linear=0
shrinkage=0.0995203


Tree=4974
num_leaves=17
num_cat=0
split_feature=7 6 3 2 17 17 8 17 8 2 6 6 2 17 9 4
split_gain=0.0039567 0.00411628 0.00736775 0.0112844 0.00780415 0.0129055 0.0167299 0.0122995 0.0191248 0.00927046 0.00549859 0.00485929 0.00455837 0.00574903 0.00489048 0.00392519
threshold=0.093110000000000012 0.090460000000000026 0.14530500000000005 -0.021165 0.0065250000000000013 0.07134500000000002 -0.070134999999999989 -0.015464999999999998 -0.081915000000000002 -0.070354999999999987 0.089525000000000021 0.088845000000000021 -0.24206999999999998 -0.55754499999999996 0.089605000000000018 0.095805000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 7 6 -6 8 -3 -7 11 12 -1 15 -15 -14
right_child=-2 2 -4 -5 5 9 -8 -9 -10 -11 -12 -13 13 14 -16 -17
leaf_value=-0.00092607602224032499 0.00073774953497645311 0.0010066459175790165 0.00094438607896124289 -0.0016904070598142114 0.0022638557457687258 -0.00074500431663213572 -7.4842538686404944e-05 -0.0016552492276230922 -0.00079051270390122967 0.00061262334484457289 0.00083658640734368705 -0.00080687090119156701 0.00017601488039590914 0.0001212634576931818 -0.00017957563771876114 0.0014706598711066311
leaf_weight=47 72 87 51 53 55 150 66 74 179 74 85 68 49 1837 754 47
leaf_count=47 72 87 51 53 55 150 66 74 179 74 85 68 49 1837 754 47
internal_value=0 -7.08422e-06 -0.000208725 -0.000289521 -0.000179936 0.000151703 0.000981437 -0.000518859 -0.000199643 -0.000292848 4.77394e-05 2.35172e-05 4.44701e-05 6.17512e-05 3.34011e-05 0.000818379
internal_weight=0 3676 789 738 685 345 121 340 266 224 2887 2802 2734 2687 2591 96
internal_count=3748 3676 789 738 685 345 121 340 266 224 2887 2802 2734 2687 2591 96
is_linear=0
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Tree=4975
num_leaves=8
num_cat=0
split_feature=10 10 5 20 21 7 7
split_gain=0.00341131 0.00491096 0.00493871 0.00393666 0.00481765 0.00378499 0.00475217
threshold=0.09056500000000002 0.086165000000000019 0.62720500000000012 0.27003000000000005 0.16638500000000003 0.086645000000000028 0.078295000000000017
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-2.4605014872889272e-06 0.00063734252632245551 -0.00083345076381644457 0.0010004751165879836 0.00090893511684960598 -0.00094176309153697155 0.0007942188445485167 -0.0010212206516094766
leaf_weight=3341 83 70 49 46 55 58 46
leaf_count=3341 83 70 49 46 55 58 46
internal_value=0 -7.75886e-06 8.09089e-06 -5.39142e-06 -1.76422e-05 -2.6508e-06 -1.65383e-05
internal_weight=0 3665 3595 3546 3500 3445 3387
internal_count=3748 3665 3595 3546 3500 3445 3387
is_linear=0
shrinkage=0.0995203


Tree=4976
num_leaves=15
num_cat=0
split_feature=19 18 5 18 18 5 3 18 5 8 5 2 2 20
split_gain=0.0144104 0.011506 0.00878924 0.00555848 0.0543843 0.00635197 0.0119871 0.017181 0.00897682 0.0111196 0.00491126 0.00399993 0.00972304 0.00541057
threshold=-0.17233499999999999 0.26090000000000008 0.55459000000000014 -0.098315 -0.10387 0.19791500000000004 0.10850000000000003 -0.007069999999999999 0.11083500000000003 -0.080724999999999991 0.066815000000000027 -0.065999999999999989 0.096520000000000022 -0.077945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 11 8 7 -7 10 -10 -5 13 -13 -2
right_child=1 -3 -4 5 -6 6 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.0018242609429641231 -0.00047180580715330025 0.0011025740657782128 -0.0011029479511850701 -5.9525250883297852e-06 -0.0036413472927440205 -0.00098178788387403172 -0.0017779090282610025 0.0014735323802371404 0.0019067904216141796 -0.00017209485499826747 -0.0010216464625108453 -0.0013488317035404457 0.00045430959713565073 0.00049807077361320039
leaf_weight=47 82 81 84 2789 46 73 58 46 54 47 48 63 55 183
leaf_count=47 82 81 84 2789 46 73 58 46 54 47 48 63 55 183
internal_value=0 -6.97215e-05 -9.61202e-05 -7.20253e-05 -0.000408002 -2.54916e-05 -0.000604558 -2.57931e-05 9.11564e-06 0.000931284 -2.34259e-05 -1.75246e-05 -0.000501447 0.000194869
internal_weight=0 3709 3628 3544 429 3115 177 119 2938 101 2837 383 118 265
internal_count=3756 3709 3628 3544 429 3115 177 119 2938 101 2837 383 118 265
is_linear=0
shrinkage=0.0995203


Tree=4977
num_leaves=13
num_cat=0
split_feature=19 18 5 18 4 6 18 18 2 5 3 5
split_gain=0.0121808 0.00922145 0.00755182 0.0162007 0.0100541 0.0143375 0.00926441 0.0392146 0.00610359 0.005616 0.0108735 0.0059295
threshold=-0.07525999999999998 0.26090000000000008 0.51100000000000012 -0.25748499999999996 0.10333000000000002 -0.050699999999999995 -0.098315 -0.10387 -0.081204999999999986 0.19791500000000004 0.10850000000000003 0.11083500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 8 -5 11 -11 -8
right_child=1 -3 4 6 -6 -7 9 -9 -10 10 -12 -13
leaf_value=-0.0013139885621226977 0.0018074500336957287 0.00099284552887685075 -0.0014414231753940726 0.00036515706827039158 -0.0018936700773698866 0.00066629153655873674 -1.7662372035544561e-05 -0.0032789597330249785 -0.00068515373957644542 -2.8917179145808686e-05 -0.0017305964910956542 0.0007620113612199005
leaf_weight=78 46 81 56 127 51 74 2828 46 96 118 55 100
leaf_count=78 46 81 56 127 51 74 2828 46 96 118 55 100
internal_value=0 -5.65041e-05 -8.03617e-05 -4.69119e-05 -0.000707135 -0.00023535 -7.24666e-05 -0.000632833 -8.33238e-05 -2.3593e-05 -0.000574646 8.68626e-06
internal_weight=0 3678 3597 3416 181 130 3370 269 223 3101 173 2928
internal_count=3756 3678 3597 3416 181 130 3370 269 223 3101 173 2928
is_linear=0
shrinkage=0.0995203


Tree=4978
num_leaves=22
num_cat=0
split_feature=19 1 3 5 1 5 1 17 17 9 1 3 8 1 4 29 27 9 8 1 8
split_gain=0.00991825 0.00689044 0.0184341 0.00717128 0.00644895 0.0258259 0.0124827 0.0114559 0.0255223 0.0158971 0.00853841 0.0064194 0.0052082 0.0124734 0.00583438 0.00502436 0.0070265 0.0051732 0.00464314 0.00432157 0.0032003
threshold=-0.17233499999999999 -0.092954999999999996 0.081685000000000021 0.27287000000000011 -0.083684999999999996 -0.013050000000000001 -0.086814999999999989 -0.012064999999999999 -0.095109999999999986 0.085525000000000032 -0.082344999999999988 0.10636500000000003 -0.079219999999999999 -0.17548999999999998 0.084900000000000017 0.093650000000000025 -0.0083799999999999986 0.11408000000000003 -0.084324999999999997 -0.085349999999999995 -0.14546000000000001
decision_type=2 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 12 5 6 -3 8 -7 -10 -6 -5 18 14 -14 16 -12 -18 20 -9 -4
right_child=1 4 3 11 10 7 -8 19 9 -11 15 -13 13 -15 -16 -17 17 -19 -20 -21 -22
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leaf_weight=47 85 50 79 77 56 84 46 46 54 49 48 70 77 76 48 89 2320 206 49 51 49
leaf_count=47 85 50 79 77 56 84 46 46 54 49 48 70 77 76 48 89 2320 206 49 51 49
internal_value=0 -5.62014e-05 -0.000361956 -0.000140123 3.71847e-06 0.000387987 0.00179953 -8.627e-05 -0.000544096 -0.00159657 -4.96848e-05 -0.000730541 8.73183e-05 0.000435653 -0.000169803 -2.37972e-05 -4.95135e-05 -2.6516e-05 -0.000303623 0.000787903 5.40249e-06
internal_weight=0 3709 610 525 3099 380 96 284 187 103 2719 147 378 201 125 2663 2574 2526 177 97 128
internal_count=3756 3709 610 525 3099 380 96 284 187 103 2719 147 378 201 125 2663 2574 2526 177 97 128
is_linear=0
shrinkage=0.0995203


Tree=4979
num_leaves=13
num_cat=0
split_feature=19 5 5 3 0 17 2 3 26 26 2 26
split_gain=0.00845828 0.00629999 0.00857366 0.00852172 0.00846609 0.0055984 0.00431012 0.0115613 0.00651099 0.00425658 0.0266502 0.00809557
threshold=-0.07525999999999998 0.51100000000000012 0.40898000000000007 0.11165000000000001 -0.050494999999999991 -0.53447999999999996 -0.090919999999999987 0.081685000000000021 0.092825000000000032 0.096155000000000018 -0.082830000000000001 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -3 -5 -2 7 -7 -9 11 -11 -8
right_child=1 3 -4 4 -6 6 9 8 -10 10 -12 -13
leaf_value=-0.0010932137704495197 -0.00083884732187715784 -0.0013939026921925891 0.00093758884986479838 -0.00087155257197349108 0.000944719528928879 -0.0014232647200821324 4.5789173854825161e-05 0.00010053053917788008 -0.00094835946604663517 0.0023942092961753616 5.0908667829082319e-05 -0.00046983177375330913
leaf_weight=78 85 79 91 54 48 76 1905 332 71 53 526 358
leaf_count=78 85 79 91 54 48 76 1905 332 71 53 526 358
internal_value=0 -4.52486e-05 -1.5376e-05 -0.000617877 -8.8105e-06 -4.10773e-05 -2.04121e-05 -0.000296713 -8.22303e-05 2.58685e-05 0.000266822 -3.54188e-05
internal_weight=0 3678 3497 181 102 3406 3321 479 403 2842 579 2263
internal_count=3756 3678 3497 181 102 3406 3321 479 403 2842 579 2263
is_linear=0
shrinkage=0.0995203


Tree=4980
num_leaves=33
num_cat=0
split_feature=10 0 0 0 3 1 21 8 0 9 0 1 26 26 18 0 9 5 21 0 0 5 18 18 0 3 5 5 0 9 0 18
split_gain=0.0461778 0.00439289 0.00764092 0.0109357 0.0223873 0.0295409 0.0143301 0.0078511 0.0187606 0.0198769 0.016029 0.0346147 0.0121377 0.0202063 0.00876648 0.00711587 0.00929222 0.0123459 0.00862335 0.00914078 0.0058574 0.00575697 0.01695 0.0263093 0.0109286 0.0109056 0.00836791 0.00727137 0.00877298 0.0331099 0.0133079 0.0029676
threshold=0.096215000000000023 -0.082794999999999994 -0.071029999999999996 -0.051999999999999998 0.090995000000000006 -0.072579999999999992 0.090285000000000018 -0.083674999999999986 -0.081674999999999984 0.087765000000000024 -0.08176499999999999 -0.083284999999999984 0.099855000000000013 0.11699500000000003 -0.10872 0.019150000000000004 0.11582000000000002 0.41370500000000004 0.083050000000000027 0.12433000000000002 -0.083589999999999984 -0.011514999999999999 -0.019539999999999998 -0.063154999999999989 -0.087504999999999986 0.088535000000000016 -0.0038499999999999997 -0.014739999999999998 -0.086414999999999992 0.084535000000000013 -0.088329999999999992 -0.01205
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 4 -4 -6 -7 8 -3 -10 11 -9 14 -14 -12 16 17 -5 19 -17 21 27 23 25 26 -23 -24 28 30 -30 -1 -26
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leaf_weight=957 50 49 48 160 56 114 142 51 52 56 56 58 46 88 410 152 46 47 63 111 84 99 49 48 47 101 67 84 59 134 108 54
leaf_count=957 50 49 48 160 56 114 142 51 52 56 56 58 46 88 410 152 46 47 63 111 84 99 49 48 47 101 67 84 59 134 108 54
internal_value=0 -6.02466e-05 5.04581e-05 -0.000145621 -0.000576731 -0.000265978 -0.000721181 0.000264011 -0.000370051 0.000356307 0.000405571 0.00151694 0.000202308 0.00103724 -3.60241e-05 0.000121014 0.000517903 0.000229046 -0.000184491 -0.00043707 -0.00016635 -0.000128064 -0.000429937 -0.000992564 0.000209294 -0.000485538 -0.000444897 -2.2856e-05 -8.33111e-05 -0.000700839 2.7829e-05 0.000968746
internal_weight=0 3696 1805 939 360 312 256 866 157 108 709 109 600 134 466 579 253 207 326 263 1891 1807 465 248 217 200 116 1342 1258 193 1065 101
internal_count=3746 3696 1805 939 360 312 256 866 157 108 709 109 600 134 466 579 253 207 326 263 1891 1807 465 248 217 200 116 1342 1258 193 1065 101
is_linear=0
shrinkage=0.0995203


Tree=4981
num_leaves=21
num_cat=0
split_feature=10 3 3 3 0 17 17 9 17 26 17 0 1 0 2 3 5 1 36 17
split_gain=0.0374424 0.00390837 0.0397514 0.00538711 0.00443095 0.00669226 0.0161358 0.0159041 0.0266077 0.0204482 0.00939848 0.00571094 0.00629787 0.0103164 0.00907253 0.0041897 0.0046454 0.00547423 0.00498539 0.00256856
threshold=0.096215000000000023 0.083955000000000016 0.084235000000000018 0.08345000000000001 -0.082794999999999994 -0.10071499999999999 -0.12647999999999998 0.11296000000000002 0.021725000000000005 0.11861500000000001 -0.14867499999999997 -0.083390000000000006 -0.082344999999999988 -0.084534999999999985 -0.084869999999999987 0.082130000000000022 -0.41880499999999998 -0.012865 0.088355000000000031 -0.085229999999999986
decision_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 15 11 6 10 9 -9 -7 -6 12 14 -14 -4 16 18 19 -1 -18
right_child=-2 2 4 -5 5 7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21
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leaf_weight=47 50 48 91 63 547 773 56 48 69 90 54 59 1281 91 91 52 79 50 52 55
leaf_count=47 50 48 91 63 547 773 56 48 69 90 54 59 1281 91 91 52 79 50 52 55
internal_value=0 -5.41848e-05 -8.9917e-05 0.000239851 -4.76714e-05 6.73222e-05 -0.000177728 0.000232441 -0.000854248 0.000380716 -2.57959e-05 -0.000164883 -0.000127801 -5.41828e-05 -0.000678272 7.84337e-05 0.000231505 0.000528929 -0.000313013 0.000190267
internal_weight=0 3696 3298 398 3250 1637 657 980 117 863 601 1613 1554 1372 182 335 283 184 99 134
internal_count=3746 3696 3298 398 3250 1637 657 980 117 863 601 1613 1554 1372 182 335 283 184 99 134
is_linear=0
shrinkage=0.0995203


Tree=4982
num_leaves=13
num_cat=0
split_feature=10 29 25 4 4 17 17 0 17 0 6 5
split_gain=0.0303604 0.00367479 0.00363047 0.00471086 0.0333422 0.0310502 0.00765745 0.00734385 0.00522972 0.00436957 0.00798966 0.00582759
threshold=0.096215000000000023 0.12951500000000005 0.096120000000000025 0.079660000000000022 0.08544000000000003 -0.035539999999999995 -0.56368999999999991 -0.13752999999999999 -0.087329999999999991 -0.082794999999999994 0.097375000000000031 -0.080724999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 -6 -1 -8 10 -9 -11
right_child=-2 -3 -4 4 6 -7 8 9 -10 11 -12 -13
leaf_value=0.00088986061752795078 0.0024199919314398686 0.0008244250105404659 0.00071280124266721292 -0.0038822135312635377 0.0011594233527239108 -0.0003600621406922259 -0.00054307827082838999 -0.00010555547668045002 1.9771609892811477e-05 0.00073442919955464753 -0.0012089907440725118 2.3022888236806895e-05
leaf_weight=88 50 47 59 46 48 55 224 1189 596 127 69 1148
leaf_count=88 50 47 59 46 48 55 224 1189 596 127 69 1148
internal_value=0 -4.87702e-05 -6.02416e-05 -7.31742e-05 -0.00026068 -0.00197232 -6.05715e-05 -3.53988e-06 -0.000132984 -3.49011e-05 -0.000166729 9.45266e-05
internal_weight=0 3696 3649 3590 969 101 868 2621 820 2533 1258 1275
internal_count=3746 3696 3649 3590 969 101 868 2621 820 2533 1258 1275
is_linear=0
shrinkage=0.0995203


Tree=4983
num_leaves=18
num_cat=0
split_feature=22 29 4 4 17 17 3 4 17 4 5 18 21 20 2 9 2
split_gain=0.027461 0.00345724 0.00345361 0.0277407 0.0254197 0.0059845 0.00549931 0.00476054 0.0165047 0.0103088 0.00452079 0.0104833 0.0187733 0.00590304 0.0112409 0.00849555 0.00539247
threshold=0.13240000000000005 0.12951500000000005 0.079660000000000022 0.08544000000000003 -0.038314999999999995 -0.56368999999999991 0.13775000000000004 0.09970500000000003 -0.087329999999999991 0.10533000000000002 0.27287000000000011 -0.096219999999999986 0.085330000000000031 -0.077044999999999988 -0.075024999999999994 0.092605000000000021 0.0040650000000000018
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 -4 -5 10 8 -7 -9 11 12 -1 15 -15 -12 -13
right_child=-2 -3 3 5 -6 7 -8 9 -10 -11 13 16 -14 14 -16 -17 -18
leaf_value=0.0015312585252026207 0.0023508172325811421 0.00081137057069253615 -0.003466774182547561 0.0010440372471360701 -0.00032278388235569105 -0.0016436968838688039 0.0010083722124273669 0.00096753065664528023 0.000200801298817132 -0.00013033743394275202 -0.00098102588681182336 -4.0434356588779239e-06 -0.00085755813893977095 -0.002150244540732807 -0.00010950984834405702 0.00069893957525727084 -0.00099392721900115849
leaf_weight=109 48 46 47 48 57 79 53 99 121 585 49 2115 46 46 66 76 56
leaf_count=109 48 46 47 48 57 79 53 99 121 585 49 2115 46 46 66 76 56
internal_value=0 -4.48764e-05 -5.58857e-05 -0.000209691 -0.0017515 -3.6766e-05 4.71219e-06 -9.63782e-05 -0.000523683 2.73678e-05 -1.5723e-05 2.61358e-05 0.000817038 -0.000429994 -0.000954978 3.3844e-05 -2.99542e-05
internal_weight=0 3698 3652 1036 104 932 2616 884 200 684 2563 2326 155 237 112 125 2171
internal_count=3746 3698 3652 1036 104 932 2616 884 200 684 2563 2326 155 237 112 125 2171
is_linear=0
shrinkage=0.0995203


Tree=4984
num_leaves=33
num_cat=0
split_feature=18 18 18 17 18 3 5 27 5 2 2 2 9 18 18 2 26 9 26 6 26 19 18 19 2 3 17 6 0 2 3 6
split_gain=0.0100138 0.014777 0.0277905 0.0122311 0.00653832 0.0054203 0.00505919 0.0107935 0.00767372 0.0115517 0.0203695 0.0180301 0.0150815 0.016304 0.0121479 0.00810223 0.00717089 0.0137213 0.0146782 0.0242255 0.01908 0.00713572 0.00707943 0.00960414 0.00885353 0.00810708 0.00467258 0.0186269 0.0100131 0.00535667 0.00680315 0.00447975
threshold=0.038665000000000012 0.089505000000000015 0.087810000000000013 -0.0038549999999999999 0.090725000000000014 0.086605000000000029 -1.0000000180025095e-35 0.081990000000000021 -0.011964999999999998 -0.082954999999999987 -0.084804999999999992 -0.082025000000000001 0.083715000000000026 -0.085709999999999995 -0.082304999999999989 -0.069459999999999994 -0.083385000000000001 0.083715000000000026 0.087745000000000031 0.085570000000000021 0.088825000000000029 0.10876500000000001 -0.0065549999999999992 0.0069650000000000016 -0.081604999999999997 0.087170000000000011 -0.065004999999999993 -0.083069999999999991 -0.14075499999999999 -0.082404999999999992 0.10057000000000002 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 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -3 -2 8 21 9 10 12 -11 -1 -14 -13 -16 -10 -18 19 -19 -20 22 23 25 -24 -8 27 -6 -28 -30 -31 -29
right_child=1 4 -4 -5 26 -7 7 -9 16 11 -12 14 13 -15 15 -17 17 18 20 -21 -22 -23 24 -25 -26 -27 28 31 29 30 -32 -33
leaf_value=0.0014712970709984472 -0.00028521320542186879 0.0010412154421127961 -0.0028867066543917692 0.00084191251223139695 -0.0021558563024055748 -0.0017474495547200209 0.00090604467108071406 0.0017643393882887852 0.00064734093874224186 -0.0018914196786689421 0.0020925269560955568 -0.001445886328925195 0.0015530558930647205 -0.00044016175491876563 0.0006379281185622071 -8.8017914512013976e-05 -0.001796822149102404 -0.00061722712200994927 -0.0026511471833384815 0.0017221198419357594 -0.000234001589777637 0.0012825042154698415 -1.6724287471240339e-05 -0.0010974222068298851 0.0018402178049385098 -1.8928544516302556e-06 0.0013200143665953988 0.00048979350295066785 -0.00088302269216965082 0.0003105582383941936 -0.00052817120060318437 -0.00061724490720645349
leaf_weight=77 56 49 57 57 53 48 115 46 61 52 70 52 49 237 217 506 68 103 46 76 112 57 49 68 51 625 52 85 79 268 149 63
leaf_count=77 56 49 57 57 53 48 115 46 61 52 70 52 49 237 217 506 68 103 46 76 112 57 49 68 51 625 52 85 79 268 149 63
internal_value=0 -0.000269983 -0.000996429 -0.000322115 -7.0504e-05 -0.000967963 9.58698e-05 0.000272682 -7.22331e-06 0.000119907 0.000536644 -9.72979e-05 0.000234356 -9.58039e-05 2.20257e-05 0.000128734 -0.000352723 -0.000505372 -0.000242353 0.000371442 -0.000942909 0.000200729 0.000131918 3.31066e-05 0.00092213 0.000138099 -0.000144326 -0.000554798 4.7362e-06 -0.000131506 8.90518e-06 1.30229e-05
internal_weight=0 1016 218 161 798 104 2737 1011 1726 1260 433 827 363 286 775 723 466 405 337 179 158 965 908 808 100 740 749 201 548 496 417 148
internal_count=3753 1016 218 161 798 104 2737 1011 1726 1260 433 827 363 286 775 723 466 405 337 179 158 965 908 808 100 740 749 201 548 496 417 148
is_linear=0
shrinkage=0.0995203


Tree=4985
num_leaves=21
num_cat=0
split_feature=28 18 18 26 3 6 18 26 17 26 8 26 21 26 6 20 4 2 2 17
split_gain=0.0136908 0.00675127 0.0121569 0.0249234 0.0162174 0.0252847 0.00584528 0.00465141 0.011701 0.0165697 0.0131535 0.00531962 0.00520736 0.00775448 0.0073291 0.00604554 0.00413932 0.00641602 0.0169529 0.0111999
threshold=0.080375000000000016 0.038665000000000012 0.089505000000000015 0.089005000000000015 0.086605000000000029 0.082060000000000022 0.090725000000000014 0.10393000000000002 -0.0064000000000000003 0.12508000000000005 -0.062834999999999988 0.097315000000000026 0.12487500000000003 0.095525000000000013 -0.069354999999999986 0.10252000000000001 0.13584500000000002 -0.072419999999999998 -0.076524999999999996 -0.065004999999999993
decision_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 5 -3 -4 11 10 -10 -9 12 13 15 -14 -1 17 18 -8 -19
right_child=-2 2 6 -5 -6 -7 16 8 9 -11 -12 -13 14 -15 -16 -17 -18 19 -20 -21
leaf_value=9.6088529020218642e-05 0.0012688668866970125 0.0021252861429662579 0.0010170533287784966 -0.0027009502369393008 -0.001729661999069378 -0.0009464018610984299 -0.00020228802288120522 0.0014620220825688739 -0.0021678353303486533 0.00028753366190845386 -0.00076082625176489326 0.00086919206944727548 -0.00010742781773568334 -0.001048013632571526 0.0016001342135169372 -0.0007591000648697043 0.00076211355946616949 -0.0016221759382582389 0.0016795211297676476 -0.00016215499042252816
leaf_weight=2125 82 48 46 57 51 59 388 53 63 47 52 84 47 64 51 85 47 75 54 175
leaf_count=2125 82 48 46 57 51 59 388 53 63 47 52 84 47 64 51 85 47 75 54 175
internal_value=0 -3.13303e-05 -0.00025204 -0.000915394 -0.000266055 0.000423901 -6.93139e-05 5.0995e-05 -0.000392171 -0.00111128 0.000353387 9.01234e-05 6.2189e-05 3.12025e-05 0.000772848 6.28262e-05 -0.000138044 -0.000200365 2.57643e-05 -0.000603436
internal_weight=0 3671 1000 215 158 107 785 2671 215 110 105 2456 2372 2274 98 2210 739 692 442 250
internal_count=3753 3671 1000 215 158 107 785 2671 215 110 105 2456 2372 2274 98 2210 739 692 442 250
is_linear=0
shrinkage=0.0995203


Tree=4986
num_leaves=36
num_cat=0
split_feature=2 2 3 5 1 6 20 18 5 17 5 3 18 6 3 5 5 1 1 10 23 18 18 1 1 1 2 3 20 2 2 18 27 3 1
split_gain=0.00687629 0.0146492 0.0339902 0.0316406 0.0151965 0.0394007 0.0328241 0.0198181 0.00874219 0.0214513 0.0126108 0.0125749 0.0269706 0.0171205 0.0106852 0.00625837 0.0092034 0.00557626 0.00741611 0.00674747 0.00436722 0.00460324 0.010701 0.00800626 0.0133691 0.00855517 0.00606317 0.0219869 0.0153491 0.00905579 0.00587545 0.00417192 0.00420226 0.00397097 0.0019989
threshold=-0.084869999999999987 -0.082174999999999984 0.08622500000000001 -0.010074999999999999 -0.083284999999999984 0.089985000000000023 -0.0081349999999999981 -0.019539999999999998 0.063170000000000018 -0.14051499999999997 -0.0087549999999999989 0.087975000000000012 -0.082304999999999989 0.087575000000000028 0.083595000000000017 -0.0042299999999999994 0.0029100000000000007 -0.022844999999999997 -0.11064999999999998 0.086165000000000019 0.086650000000000019 0.089020000000000016 0.090795000000000028 -0.072579999999999992 -0.049499999999999995 -0.077634999999999996 -0.079149999999999984 0.093245000000000022 -0.081254999999999994 -0.077945 -0.076954999999999996 -0.0086449999999999982 1.0000000180025095e-35 0.090360000000000024 0.070450000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 6 7 -6 10 17 11 12 -1 14 -14 -12 -17 18 19 33 21 26 -23 25 -25 -24 27 28 -3 -28 -31 -13 34 -10 -33
right_child=1 20 4 -5 5 -7 -8 -9 9 -11 15 31 13 -15 -16 16 -18 -19 -20 -21 -22 22 23 24 -26 -27 29 -29 -30 30 -32 32 -34 -35 -36
leaf_value=0.0023372825366313921 -0.0034598330241174995 -0.001404768450577139 -0.0013557892006209567 -0.00012475477628519447 -0.00065306958094222319 0.0028966538144576718 -0.0026326470937098013 0.0017912715833517336 0.00035053937953531065 0.0024481943682452714 -0.001309905933914308 -0.00098732419748060081 0.00055336100878344916 0.0016280185403290033 -0.0010208072107085724 0.00049153107951900891 -0.0011283342333654894 0.0012843439364377944 -0.0006327170240035462 -0.00035329738539518357 -0.00084894854252364784 -0.0015814780245604657 -5.8694982273336052e-05 -0.0017622348613936182 -8.5802600941859198e-05 0.0011847174469147832 -0.0010923248437698866 0.0020270012796476723 0.00048254695067011786 0.0010932110599800834 3.9165131096444662e-05 0.00070759463841718606 -0.00079853460338626223 0.0016644663721623414 -0.00012427755910629412
leaf_weight=75 68 55 69 49 72 47 46 60 47 54 81 61 75 59 98 80 61 46 89 55 57 51 166 59 240 81 68 73 190 55 1158 60 48 48 52
leaf_count=75 68 55 69 49 72 47 46 60 47 54 81 61 75 59 98 80 61 46 89 55 57 51 166 59 240 81 68 73 190 55 1158 60 48 48 52
internal_value=0 -8.87786e-05 -0.000635212 -0.00207009 -6.14054e-05 0.000331901 -0.000340711 0.000451793 0.000208035 0.000627515 1.73381e-05 0.000283012 0.000695866 0.000161707 -0.000333632 -0.000610848 -0.000203456 0.000279672 8.28786e-05 0.000512923 1.05403e-05 3.32223e-05 -0.000202074 -7.17297e-05 -0.000419342 0.00034575 0.000121584 0.000510669 5.55224e-05 2.43573e-05 8.76327e-05 -0.000286796 -1.46027e-05 0.00102304 0.000314059
internal_weight=0 2664 411 117 294 225 178 132 1089 339 750 528 307 232 173 222 141 285 239 150 2253 2196 597 546 299 247 1599 318 245 1281 1213 221 160 95 112
internal_count=3753 2664 411 117 294 225 178 132 1089 339 750 528 307 232 173 222 141 285 239 150 2253 2196 597 546 299 247 1599 318 245 1281 1213 221 160 95 112
is_linear=0
shrinkage=0.0995203


Tree=4987
num_leaves=29
num_cat=0
split_feature=18 18 18 4 18 18 26 4 9 17 8 8 8 8 8 26 9 8 1 0 1 18 4 17 21 17 17 0
split_gain=0.00531979 0.00885894 0.0211736 0.0104042 0.00540396 0.00531827 0.00413837 0.00961062 0.0136389 0.0211161 0.00501908 0.0107527 0.00778903 0.00804081 0.00630201 0.0368766 0.00972192 0.0084907 0.00740609 0.031206 0.0105559 0.00523215 0.003713 0.00408016 0.018118 0.0108141 0.00818841 0.00519895
threshold=0.038665000000000012 0.089505000000000015 0.087810000000000013 0.077235000000000012 0.085685000000000025 0.090725000000000014 0.10393000000000002 0.11541000000000003 0.10706000000000003 -0.012754999999999999 -0.088304999999999995 -0.089984999999999996 -0.091284999999999991 -0.092984999999999998 -0.086254999999999984 0.083970000000000031 0.085145000000000012 -0.085764999999999994 -0.085574999999999998 -0.084534999999999985 -0.082344999999999988 -1.0000000180025095e-35 0.13584500000000002 -0.065004999999999993 0.089665000000000022 -0.040099999999999997 -0.015464999999999998 -0.068899999999999989
decision_type=2 2 2 2 2 2 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 -2 -3 10 8 9 -8 11 12 13 21 15 -12 -17 -16 19 -19 -20 -1 23 24 27 -25 -27 -7
right_child=1 5 -4 -5 -6 22 7 -9 -10 -11 14 -13 -14 -15 17 16 -18 18 20 -21 -22 -23 -24 25 -26 26 -28 -29
leaf_value=-0.000545434828184395 -0.00027240629162967385 0.00096052090989627462 -0.0024089037233758219 -0.0011849849388049516 0.0011878134666220234 -0.00049780550437420054 0.00018516547396890345 0.00095574397635373506 0.00027963287778320613 -0.0025802304146227721 0.0031646365521212734 -0.0013548801575308357 0.0010610877655440293 -0.001377677604353857 -0.0011779809409286439 -0.0012853211223632175 0.00055476897686533122 0.0028192345174002892 -0.0011547192713430249 0.0002201477803670398 0.00010244247978327632 0.00029061419196415743 0.00074421653700677414 0.0012531621890877838 -0.0019871418117936293 -0.0014336843074061003 -4.6099820246232014e-05 0.00083250711689113719
leaf_weight=111 49 49 57 62 50 60 48 47 90 62 46 66 60 47 48 46 74 51 70 456 1192 223 47 58 60 47 421 56
leaf_count=111 49 49 57 62 50 60 48 47 90 62 46 66 60 47 48 46 74 51 70 456 1192 223 47 58 60 47 421 56
internal_value=0 -0.000196942 -0.000759415 -0.00017035 0.00045681 -4.2258e-05 6.9712e-05 -0.00031799 -0.000621411 -0.00136607 0.0001085 -0.000170107 5.35026e-06 -0.000158759 0.000180144 0.000768081 -0.000143777 0.00012598 0.000161825 0.000483209 3.20621e-05 1.03146e-05 -0.000108953 -0.000167241 -0.000582253 -2.68209e-05 -0.000187201 0.000137357
internal_weight=0 1016 218 161 99 798 2737 247 200 110 2490 507 441 381 1983 166 120 1817 1769 507 1262 334 749 702 176 526 468 116
internal_count=3753 1016 218 161 99 798 2737 247 200 110 2490 507 441 381 1983 166 120 1817 1769 507 1262 334 749 702 176 526 468 116
is_linear=0
shrinkage=0.0995203


Tree=4988
num_leaves=28
num_cat=0
split_feature=26 2 17 5 9 18 17 19 17 9 8 18 18 8 17 8 1 4 2 8 0 0 0 18 26 17 4
split_gain=0.0287073 0.00912738 0.0148612 0.0167101 0.0114152 0.0179497 0.00892689 0.0132529 0.0115736 0.0353415 0.0169459 0.00732948 0.0251951 0.00959127 0.0221435 0.0144911 0.00708241 0.00634594 0.00642287 0.00593879 0.00591951 0.0270725 0.0133407 0.0122046 0.0121419 0.00448809 0.00371443
threshold=0.5128250000000002 -0.090919999999999987 -0.45380999999999999 0.062500000000000014 0.09550500000000002 -0.099739999999999995 0.0084900000000000028 0.11028000000000003 0.066010000000000027 0.08735500000000003 -0.070134999999999989 -0.025879999999999997 -0.017129999999999996 -0.086304999999999993 -0.016659999999999998 -0.090440000000000006 -0.067015000000000005 0.11208500000000003 -0.13088999999999998 -0.052214999999999998 -0.08317999999999999 -0.080884999999999999 -0.085684999999999997 -0.015069999999999998 0.096980000000000025 0.0021900000000000005 0.078635000000000024
decision_type=2 2 2 2 2 2 2 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 5 -1 7 11 9 -8 -11 13 -13 15 -15 -3 -12 18 26 -14 22 -22 23 -10 -23 -20 -4
right_child=-2 6 3 -5 -6 -7 8 -9 20 10 16 12 19 14 -16 -17 -18 -19 25 -21 21 24 -24 -25 -26 -27 -28
leaf_value=0.0022269174940218431 0.0023705058422369561 -0.00041410554827321389 0.00093803755620407538 -0.0019819221110464347 -0.00080043428150266952 -0.00018113216944224675 -0.0027033415478461835 -0.0012206799027129742 -0.001414004883170096 0.0012522317242770293 -0.0017496642902857225 0.0023271091893963839 8.1723996321864153e-05 1.2369418632166956e-05 -0.0016681771075341524 0.0018964067344808867 -4.2620285987944837e-06 -0.0014288499785251683 -0.0011237206432519501 0.00056682132054395901 -0.0021621043376910056 0.0005646999299909819 0.0017007916133858563 0.00028167430033337659 -0.00087622885446465154 4.9849196930033393e-05 -0.00011948679482127881
leaf_weight=55 49 50 49 85 58 68 71 70 51 62 46 59 887 602 89 57 48 52 91 351 65 181 53 239 85 48 97
leaf_count=55 49 50 49 85 58 68 71 70 51 62 46 59 887 602 89 57 48 52 91 351 65 181 53 239 85 48 97
internal_value=0 -5.4221e-05 -0.000408217 -0.000732404 0.0003431 0.000888983 1.51335e-05 0.000124934 -0.000247796 -0.000862585 -1.95564e-05 0.000170286 0.000316407 -6.61815e-05 -0.000202898 0.000809078 -0.000867104 -0.000414814 -0.000226925 0.000219921 -3.9524e-05 -0.000340803 0.000248828 -1.37087e-05 0.000101175 -0.00071257 0.000229829
internal_weight=0 3669 603 422 181 123 3066 2165 901 227 156 2095 1297 798 691 107 94 337 285 1238 674 331 343 290 266 139 146
internal_count=3718 3669 603 422 181 123 3066 2165 901 227 156 2095 1297 798 691 107 94 337 285 1238 674 331 343 290 266 139 146
is_linear=0
shrinkage=0.0995203


Tree=4989
num_leaves=17
num_cat=0
split_feature=26 10 3 3 2 0 8 3 9 21 21 17 2 2 11 4
split_gain=0.023279 0.013383 0.00576875 0.00871928 0.0334489 0.0266823 0.00850865 0.0171142 0.00645978 0.00602074 0.0138034 0.00557364 0.00818064 0.00518813 0.00472989 0.00482093
threshold=0.5128250000000002 0.093790000000000026 0.083815000000000014 0.084855000000000028 -0.086414999999999992 -0.086474999999999996 -0.085605000000000001 0.081685000000000021 -0.20504500000000001 -0.084999999999999992 -0.087739999999999999 -0.0064000000000000003 -0.087129999999999999 0.15165000000000003 -0.084384999999999988 0.10300500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 11 14 -5 10 -10 12 -1 -11 -8 -16
right_child=-2 -3 3 8 5 -7 7 -9 9 13 -12 -13 -14 -15 15 -17
leaf_value=-0.00059812297370218624 0.002134592783452979 -0.0014643794876503886 -0.0023935552081534709 0.00091537071293681623 -0.00094876181938452378 0.0018111561993891174 -0.00045673436888612193 0.0024521374450996872 -6.5194765735123014e-05 2.0623500576302979e-05 -0.0020281492783855238 -0.00080253582156347301 0.0012243982139350906 -0.00064571315128750901 0 0.001404679024116545
leaf_weight=47 49 65 74 71 82 60 55 47 132 2641 49 76 50 121 51 48
leaf_count=47 49 65 74 71 82 60 55 47 132 2641 49 76 50 121 51 48
internal_value=0 -4.88693e-05 -2.31127e-05 -6.61701e-05 -0.000677094 0.000211636 0.000346557 0.00078764 -2.21163e-05 -4.50114e-05 -0.000601126 -0.000161183 0.000332882 -8.27155e-06 0.000274327 0.000688742
internal_weight=0 3669 3604 3230 216 142 374 201 3014 2943 181 173 97 2762 154 99
internal_count=3718 3669 3604 3230 216 142 374 201 3014 2943 181 173 97 2762 154 99
is_linear=0
shrinkage=0.0995203


Tree=4990
num_leaves=18
num_cat=0
split_feature=26 10 26 2 3 9 2 0 2 3 7 3 17 19 0 2 0
split_gain=0.0188769 0.0108511 0.00505575 0.015973 0.00652146 0.0115779 0.0141472 0.0164746 0.0158264 0.0110675 0.0069817 0.00813733 0.0135682 0.0070442 0.00566293 0.00630332 0.0114646
threshold=0.5128250000000002 0.093790000000000026 -0.093999999999999986 -0.13088999999999998 0.084290000000000018 0.08401500000000002 -0.086304999999999993 -0.088084999999999983 -0.021165 0.083595000000000017 -0.074779999999999999 0.084855000000000028 -0.0069749999999999994 0.11028000000000003 -0.093765000000000001 -0.095204999999999998 -0.059114999999999994
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 -4 -8 -7 -6 12 -12 -13 -5 -16 -17
right_child=-2 -3 4 14 10 9 8 -9 -10 -11 11 13 -14 -15 15 16 -18
leaf_value=-0.002019806722568664 0.0019221575913124756 -0.001318644150446869 0.00043977454569512373 0.00073933905699275751 0.0010407990536671094 0.0003795088729034884 0.0020413742609778373 -0.0020118118567810702 3.6642502173073408e-05 0.0024433043480107238 6.6629784518100618e-05 1.9336754789357137e-05 -0.0020352760340951619 -0.00059128217122458035 0.00043291564664054143 -0.0017859706219627153 0.00023691135332924631
leaf_weight=51 49 65 51 62 58 61 53 57 151 46 68 2519 54 202 61 58 52
leaf_count=51 49 65 51 62 58 61 53 57 151 46 68 2519 54 202 61 58 52
internal_value=0 -4.40296e-05 -2.08141e-05 -0.000423919 1.34218e-05 0.000380618 7.14735e-05 -0.000846539 0.000561493 0.0012744 -3.93314e-05 -6.1655e-05 -0.000857012 -2.56932e-05 -7.10908e-05 -0.000369718 -0.000822257
internal_weight=0 3669 3604 284 3320 419 312 108 204 107 2901 2843 122 2721 233 171 110
internal_count=3718 3669 3604 284 3320 419 312 108 204 107 2901 2843 122 2721 233 171 110
is_linear=0
shrinkage=0.0995203


Tree=4991
num_leaves=12
num_cat=0
split_feature=4 10 26 8 2 9 9 17 2 19 9
split_gain=0.0220175 0.00821936 0.00482397 0.00789487 0.00717897 0.0125739 0.0154777 0.00837091 0.0137155 0.00929262 0.00403944
threshold=0.15221500000000004 0.093790000000000026 -0.2382 0.10228000000000002 -0.10934999999999999 0.095415000000000014 0.091485000000000025 0.0084900000000000028 -0.087444999999999995 0.11028000000000003 0.099330000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 9 -9 -6 -5
right_child=-2 -3 3 10 7 -7 -8 8 -10 -11 -12
leaf_value=-0.00079736153869143977 0.0018283571978508562 -0.0011844064980343386 -0.0004210171868292896 0.00026255972725141533 0.00014380954497853483 0.00077834036471364392 -0.0024975025065090244 0.0011888450240273526 -0.00035360798264485695 -0.0010364698733279537 0.0015481902042984426
leaf_weight=79 63 62 152 55 2178 55 47 61 852 68 46
leaf_count=79 63 62 152 55 2178 55 47 61 852 68 46
internal_value=0 -4.79762e-05 -2.81384e-05 -1.06121e-05 -3.65033e-05 -0.000545546 -0.000915558 4.16719e-06 -0.000249656 0.000107711 0.0008562
internal_weight=0 3655 3593 3514 3413 254 199 3159 913 2246 101
internal_count=3718 3655 3593 3514 3413 254 199 3159 913 2246 101
is_linear=0
shrinkage=0.0995203


Tree=4992
num_leaves=14
num_cat=0
split_feature=29 10 0 20 5 0 5 20 20 20 0 2 21
split_gain=0.0255107 0.0133833 0.0238245 0.00697768 0.00973085 0.012857 0.0259193 0.00873168 0.00848459 0.00646418 0.00369697 0.00674082 0.00921707
threshold=0.12330000000000002 0.089800000000000033 -0.061654999999999995 -0.09280999999999999 -0.54382499999999989 -0.225295 -0.086109999999999992 -0.097769999999999996 -0.085594999999999991 -0.083495 -0.14028499999999997 -0.067815 0.088590000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 -5 6 -6 10 -7 -10 -1 12 -12
right_child=-2 2 -4 4 5 8 -8 -9 9 -11 11 -13 -14
leaf_value=-0.00089091577962905938 0.0021956816624629063 -0.00039466131100323383 0.0027614574126975005 0.001256859975301484 -0.0021869019359333462 0.0010532442843921531 0.00075340172882407445 -0.0015684404773269628 -0.00078216379623044475 6.4851009636191157e-05 9.6293351575919955e-05 0.00068229246698415797 -0.0015621139416842624
leaf_weight=61 55 46 48 65 72 84 50 55 92 2879 105 86 48
leaf_count=61 55 46 48 65 72 84 50 55 92 2879 105 86 48
internal_value=0 3.59579e-05 0.00120827 5.09447e-06 5.11867e-05 2.62614e-05 -0.00097515 -0.000413532 6.65203e-05 3.83468e-05 -0.000199069 -1.9064e-05 -0.000418641
internal_weight=0 3691 94 3597 3242 3177 122 355 3055 2971 300 239 153
internal_count=3746 3691 94 3597 3242 3177 122 355 3055 2971 300 239 153
is_linear=0
shrinkage=0.0995203


Tree=4993
num_leaves=14
num_cat=0
split_feature=29 10 0 6 29 20 5 0 2 20 20 4 1
split_gain=0.0206847 0.0108342 0.0193364 0.00569134 0.0123166 0.00646383 0.010807 0.00816956 0.0186606 0.00707725 0.0065284 0.00323206 0.00641502
threshold=0.12330000000000002 0.089800000000000033 -0.061654999999999995 -0.46637499999999998 -0.071919999999999998 -0.09280999999999999 -0.54382499999999989 -0.225295 0.096520000000000022 -0.097769999999999996 -0.085594999999999991 0.10876500000000001 -0.013384999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 9 -7 8 -8 11 -9 12 -5
right_child=-2 2 -4 5 -6 6 7 10 -10 -11 -12 -13 -14
leaf_value=0.00045547359201671817 0.0019771670539647616 -0.00035538436983312608 0.0024866366005222803 -0.00088430958127006941 -0.0014566433208114209 0.0014718592333493952 0.00076041536997164128 0.00094842513604133751 -0.0018259515665405869 -0.0014123489447847321 5.7323240470886178e-05 0.00044265795490960896 0.00014902757016541885
leaf_weight=58 55 46 48 115 77 54 46 84 68 55 2855 64 121
leaf_count=58 55 46 48 115 77 54 46 84 68 55 2855 64 121
internal_value=0 3.23793e-05 0.00108715 4.58747e-06 -0.000629077 2.95336e-05 7.57186e-05 5.07562e-05 -0.000775149 -0.000372377 8.30705e-05 -0.000178986 -0.000351037
internal_weight=0 3691 94 3597 135 3462 3107 3053 114 355 2939 300 236
internal_count=3746 3691 94 3597 135 3462 3107 3053 114 355 2939 300 236
is_linear=0
shrinkage=0.0995203


Tree=4994
num_leaves=13
num_cat=0
split_feature=30 2 9 24 1 1 3 2 2 3 3 17
split_gain=0.0174032 0.00962679 0.031021 0.00441083 0.00522425 0.00955743 0.0166578 0.00621967 0.014277 0.00524305 0.0128817 0.0116321
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 9 -7 8 -6 11 -11 -5
right_child=1 3 -4 4 7 6 -8 -9 -10 10 -12 -13
leaf_value=0.0019792333902657676 -0.00060665371422486335 -0.00091790948811962996 0.0025239411560283747 6.7108304478872469e-06 0.0014564003211647819 0.00029042496335035322 -0.0023052128983017486 0.0015490182409263653 -0.00079107938895462164 0.0016404124182133866 2.885684167182072e-05 -0.0013909100116650918
leaf_weight=46 65 51 60 206 49 49 48 46 65 50 2929 82
leaf_count=46 65 51 60 206 49 49 48 46 65 50 2929 82
internal_value=0 3.09887e-05 0.000889483 7.42445e-07 1.42697e-05 -1.19184e-05 -0.000985575 0.00056999 0.000167762 1.67397e-05 5.61803e-05 -0.000388381
internal_weight=0 3700 125 3575 3524 3364 97 160 114 3267 2979 288
internal_count=3746 3700 125 3575 3524 3364 97 160 114 3267 2979 288
is_linear=0
shrinkage=0.0995203


Tree=4995
num_leaves=10
num_cat=0
split_feature=29 2 9 6 29 7 22 8 5
split_gain=0.0173263 0.00775419 0.0257175 0.00749668 0.0132285 0.00604137 0.00518793 0.00560306 0.00462999
threshold=0.12330000000000002 -0.22383 0.095415000000000014 -0.46637499999999998 -0.071919999999999998 -0.073114999999999999 0.11884500000000002 -0.51030999999999993 0.040570000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -5 7 -7 -9
right_child=-2 3 -4 5 -6 6 -8 8 -10
leaf_value=-0.00062154652209859185 0.0018032452217263207 0.00038709932623441417 0.0022727580730212641 0.00090275718389334317 -0.0015994122901097838 0.0010798133162016005 -0.00084230735912719091 7.5845262660573741e-05 -0.00019941754779014223
leaf_weight=61 55 58 60 76 76 49 70 2436 805
leaf_count=61 55 58 60 76 76 49 70 2436 805
internal_value=0 2.33363e-05 0.000806881 -2.99146e-06 -0.00073347 2.52581e-05 5.16626e-06 2.34465e-05 7.22286e-06
internal_weight=0 3691 121 3570 134 3436 3360 3290 3241
internal_count=3746 3691 121 3570 134 3436 3360 3290 3241
is_linear=0
shrinkage=0.0995203


Tree=4996
num_leaves=16
num_cat=0
split_feature=10 26 1 26 6 5 5 5 8 4 8 18 4 6 4
split_gain=0.00623031 0.00540484 0.00773398 0.00772244 0.00515341 0.0126718 0.0189027 0.0138317 0.0136361 0.0119059 0.00583092 0.00586511 0.0135553 0.00675428 0.00558477
threshold=0.091080000000000022 0.26711000000000013 0.0052600000000000017 0.12598500000000004 0.093835000000000016 -0.039649999999999998 -0.066919999999999993 -0.013944999999999999 -0.069939999999999988 0.09939000000000002 -0.48834 -0.011039999999999999 0.10739000000000003 0.087455000000000019 0.12061000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 6 8 -7 -6 -9 14 12 -12 -13 -1
right_child=-2 2 -4 -5 5 7 -8 9 -10 -11 11 13 -14 -15 -16
leaf_value=0.0001632420125401151 -0.00089482063565749686 0.00024412449208277001 -0.0013484036473687645 0.0010826736779530879 -0.0010979662755619237 0.0016605006108245187 -0.0022212204821423468 -0.00043809703426828328 0.00081084056656284336 0.0012476831040307561 -0.00013713318031668203 0.0001243046893422459 0.0015682030979558975 0.00066860410866361006 -0.0012699201427808868
leaf_weight=46 77 53 68 68 81 49 69 241 68 50 1181 1301 48 275 62
leaf_count=46 77 53 68 68 81 49 69 241 68 50 1181 1301 48 275 62
internal_value=0 9.64244e-06 -0.000644085 3.2225e-05 1.14099e-05 -0.00026537 -0.000858084 0.000112257 -0.000221339 -0.000145631 6.47095e-05 9.25935e-05 -6.98632e-05 0.0002198 -0.00065192
internal_weight=0 3660 121 3539 3471 558 218 340 149 291 2913 2805 1229 1576 108
internal_count=3737 3660 121 3539 3471 558 218 340 149 291 2913 2805 1229 1576 108
is_linear=0
shrinkage=0.0995203


Tree=4997
num_leaves=17
num_cat=0
split_feature=0 0 4 2 5 3 4 1 0 5 9 3 3 0 21 5
split_gain=0.00504503 0.00696009 0.00503024 0.00579702 0.0100987 0.01597 0.0041346 0.00769014 0.0106185 0.01187 0.00561082 0.00986253 0.00443837 0.00545173 0.00269877 0.00343815
threshold=-0.0033699999999999997 -0.021574999999999997 0.11849500000000003 0.10003000000000002 0.25642500000000007 0.10669500000000003 0.14699000000000004 0.41696500000000009 -0.093765000000000001 -0.50544999999999984 -0.093949999999999992 0.10174000000000002 0.15361500000000003 -0.051999999999999998 0.083050000000000027 0.06136500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 14 -6 7 10 9 -9 11 -1 13 -12 15 -2
right_child=2 -3 -4 -5 5 -7 -8 8 -10 -11 12 -13 -14 -15 -16 -17
leaf_value=-0.0017247821342000894 -0.00076593782748320095 0.0012339881543701088 -0.0010643071117072435 0.00077765431570717743 -0.0024028338321568721 8.5288693659701212e-05 -0.00085755066506149036 0.0024185579872612484 -0.0002480973148782138 0.00028074769517207179 5.6723380650471986e-06 0.00010720935768634419 -0.00095106543900637841 0.00069945234992262293 0.00075937037996433201 0.00036454877989035262
leaf_weight=51 48 47 78 53 50 51 53 50 73 55 2792 66 46 117 48 59
leaf_count=51 48 47 78 53 50 51 53 50 73 55 2792 66 46 117 48 59
internal_value=0 3.12417e-05 -0.000348222 -0.000164813 -0.000363131 -0.00113835 1.38794e-05 2.83423e-05 0.000664371 0.00130655 -8.24441e-06 -0.000684355 1.82484e-05 3.38576e-05 0.00013673 -0.000134935
internal_weight=0 3350 387 309 256 101 3303 3250 178 105 3072 117 2955 2909 155 107
internal_count=3737 3350 387 309 256 101 3303 3250 178 105 3072 117 2955 2909 155 107
is_linear=0
shrinkage=0.0995203


Tree=4998
num_leaves=19
num_cat=0
split_feature=10 17 5 6 0 18 0 17 21 2 21 21 20 0 17 6 6 17
split_gain=0.00486005 0.00534827 0.00750104 0.0158743 0.0114783 0.0110321 0.007071 0.00643273 0.00755969 0.0299903 0.0196054 0.0139632 0.00773277 0.00636079 0.005636 0.00560079 0.0168567 0.0102016
threshold=0.091080000000000022 -0.55754499999999996 0.26760500000000004 -0.049814999999999991 -0.068899999999999989 -0.14734 -0.060094999999999996 -0.053765 0.090285000000000018 -0.0064000000000000003 0.087625000000000022 0.086155000000000023 -0.076194999999999999 -0.014889999999999999 -0.040589999999999994 0.093595000000000025 0.091025000000000023 0.0065250000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 7 4 -4 -5 -6 8 10 12 11 -3 -10 -1 -9 16 -16 -17
right_child=-2 2 3 5 6 -7 -8 14 9 -11 -12 -13 -14 -15 15 17 -18 -19
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leaf_weight=46 77 642 68 73 46 90 67 74 61 55 76 48 93 68 1663 87 92 311
leaf_count=46 77 642 68 73 46 90 67 74 61 55 76 48 93 68 1663 87 92 311
internal_value=0 9.27164e-06 -1.20721e-05 -0.000453849 0.000183806 -0.00116694 -0.000425638 3.51336e-05 0.000248477 0.000779595 0.000102495 0.000270588 6.17104e-05 0.000680355 -5.79026e-05 -2.81586e-05 4.78686e-05 -0.000365461
internal_weight=0 3660 3546 344 181 163 113 3202 975 209 766 690 154 114 2227 2153 1755 398
internal_count=3737 3660 3546 344 181 163 113 3202 975 209 766 690 154 114 2227 2153 1755 398
is_linear=0
shrinkage=0.0995203


Tree=4999
num_leaves=24
num_cat=0
split_feature=29 18 17 3 3 26 26 2 17 20 26 9 9 2 26 9 17 0 9 0 17 5 2
split_gain=0.00424788 0.00388548 0.006852 0.00851219 0.0066963 0.0064599 0.0123047 0.00825308 0.0110238 0.00785398 0.00597654 0.0169669 0.00588137 0.0120615 0.00842093 0.0040713 0.0247719 0.0115203 0.00963377 0.00787818 0.00729304 0.00970754 0.00796009
threshold=0.10207000000000002 -0.011039999999999999 0.043850000000000007 0.086850000000000024 0.083815000000000014 0.26711000000000013 0.12086000000000002 0.097745000000000012 -0.053765 -0.009049999999999999 0.11624000000000002 0.098720000000000016 0.088710000000000025 -0.074084999999999998 0.085465000000000027 0.098720000000000016 -0.45712999999999998 -0.072039999999999979 0.096830000000000013 -0.06340999999999998 -0.56005499999999986 0.51100000000000012 -0.097424999999999998
decision_type=2 2 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 5 4 -4 6 7 9 -9 -3 12 -12 14 -14 -5 18 -17 -18 20 -19 -1 22 -22
right_child=-2 2 3 10 -6 -7 -8 8 -10 -11 11 -13 13 -15 -16 16 17 19 -20 -21 21 -23 -24
leaf_value=0.00091874043918155975 -0.00069779349298495293 -0.00025101231064864608 -0.0001510128999960152 -0.00011710521435719962 0.0013630804799719019 -0.00085462968188971026 0.0018466366543918402 0.0019832660664344161 0.00032793594221499787 0.00029534692023598674 -0.0023824858821995523 0.00026376406283785031 0.00074483655993872887 -0.00089652005522008723 -0.0014749399797495304 -0.0025233880502468289 0.0013284615843594568 -0.0014762604236763289 0.0012553697374305039 0.00031819844066325594 0.00067541726315355265 -0.0014233500020998534 -0.00017718291036827844
leaf_weight=66 86 403 57 144 57 53 47 56 144 733 48 47 134 66 67 47 50 46 54 50 120 57 1105
leaf_count=66 86 403 57 144 57 53 47 56 144 733 48 47 134 66 67 47 50 46 54 50 120 57 1105
internal_value=0 9.74452e-06 0.000100376 -0.000175387 0.000598853 0.000220009 0.000261783 0.000205416 0.000795522 0.000100803 -0.000351438 -0.00106467 -0.000184587 0.000199096 -0.000552146 -0.000106569 -0.000535522 9.88015e-05 -4.69357e-05 -0.000533119 -9.97125e-05 -0.000152783 -9.29946e-05
internal_weight=0 3651 2056 620 114 1436 1383 1336 200 1136 506 95 411 200 211 1595 193 146 1402 96 1348 1282 1225
internal_count=3737 3651 2056 620 114 1436 1383 1336 200 1136 506 95 411 200 211 1595 193 146 1402 96 1348 1282 1225
is_linear=0
shrinkage=0.0995203


Tree=5000
num_leaves=20
num_cat=0
split_feature=10 19 20 20 2 0 17 0 20 1 5 9 10 0 3 1 8 3 0
split_gain=0.0579415 0.0079927 0.00513709 0.00810136 0.0171835 0.0103355 0.0186172 0.00815204 0.00678593 0.00821101 0.0199752 0.00687267 0.00624826 0.00674786 0.0113465 0.0150084 0.00840703 0.0245948 0.0107681
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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 8 -5 6 -6 -7 9 11 -11 -3 13 14 15 -4 17 -15 -18
right_child=-2 2 12 4 5 7 -8 -9 -10 10 -12 -13 -14 16 -16 -17 18 -19 -20
leaf_value=0.0010843334010471495 -0.0026165780594806323 0.00047278391389835663 0.00025501727122727779 0.0009698911960561628 -0.003135739208094547 0.00081757207611774972 -0.00075762345349555818 -0.00079783640525030479 0.00079548465105878225 -1.5534877351470914e-05 -0.002174594836632157 -0.00016802197746738215 0.00113748694196533 -0.0026316506487348906 -0.00081438754341640342 0.0017835171391375527 0.0014049244726529267 -0.00018228543527290818 -2.3754059784943621e-05
leaf_weight=64 87 236 515 58 46 46 117 93 87 137 62 556 52 47 80 73 55 306 1030
leaf_count=64 87 236 515 58 46 46 117 93 87 137 62 556 52 47 80 73 55 306 1030
internal_value=0 -1.76362e-05 -3.74762e-05 -0.000183332 -0.000592286 -0.000895017 -0.00143377 -0.000257351 -4.60012e-05 -0.000120701 -0.000692321 2.18916e-05 5.93362e-05 3.23265e-05 0.000293982 0.000446172 -8.86519e-05 -0.000510724 4.7913e-05
internal_weight=0 3660 3596 1438 360 302 163 139 1078 991 199 792 2158 2106 668 588 1438 353 1085
internal_count=3747 3660 3596 1438 360 302 163 139 1078 991 199 792 2158 2106 668 588 1438 353 1085
is_linear=0
shrinkage=0.0995203


Tree=5001
num_leaves=22
num_cat=0
split_feature=10 19 20 20 5 5 0 18 18 8 0 0 0 6 3 5 21 20 1 5 6
split_gain=0.0469815 0.00648155 0.00418192 0.0124913 0.0118083 0.0179554 0.00626383 0.0152982 0.0365875 0.0126225 0.0207708 0.0147094 0.0137503 0.012109 0.0095821 0.00930427 0.00890288 0.00550426 0.00666616 0.0161869 0.00657517
threshold=0.090150000000000022 -0.10411999999999999 -0.014955 -0.066104999999999983 0.022285000000000003 -0.11065499999999999 -0.085794999999999996 -0.025879999999999997 -0.01205 -0.085089999999999985 -0.084834999999999994 -0.084084999999999993 -0.082404999999999992 -0.0048649999999999995 0.11693000000000002 -0.085034999999999986 0.089910000000000032 -0.073489999999999986 0.063010000000000024 -0.16183 -0.086254999999999984
decision_type=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 17 5 -5 7 13 -9 10 -8 -11 -13 16 -10 -12 -4 18 20 -20 -3
right_child=-2 2 6 4 -6 -7 9 8 14 11 15 12 -14 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.00097642027167127617 -0.0023561756526282378 0.0003978208212149648 0.0010146111703194813 -0.00035614102549350442 0.00031844597858078703 -0.0025659023582195167 -0.0023771877735277234 0.0027294196594759854 0.00041409408211690908 0.0017707108838694635 0.0005099067955147981 -0.0011702552153779432 0.00011364826984491664 -0.0017683296282993623 -0.00068534594644908888 -0.00067114157516850071 -0.00075155808986499483 0.00071631785775868879 -1.3988928621717144e-05 -0.0019581790770734965 -0.00019724747074452976
leaf_weight=64 87 290 50 82 57 67 55 65 491 49 100 90 1006 56 93 192 65 87 137 62 502
leaf_count=64 87 290 50 82 57 67 55 65 491 49 100 90 1006 56 93 192 65 87 137 62 502
internal_value=0 -1.58811e-05 -3.37693e-05 -0.000177913 -0.000888193 -0.00135529 4.59289e-05 0.000267109 0.000488437 -7.50826e-05 -0.000601193 8.36437e-05 7.47127e-06 -0.000568112 0.00023761 -0.000263869 9.2232e-06 -4.14232e-05 -0.000108771 -0.000623831 1.96101e-05
internal_weight=0 3660 3596 1284 206 149 2312 820 649 1492 347 1145 1096 171 584 292 115 1078 991 199 792
internal_count=3747 3660 3596 1284 206 149 2312 820 649 1492 347 1145 1096 171 584 292 115 1078 991 199 792
is_linear=0
shrinkage=0.0995203


Tree=5002
num_leaves=8
num_cat=0
split_feature=10 19 10 2 2 7 3
split_gain=0.0380946 0.00525615 0.0037984 0.00387351 0.0046765 0.00348595 0.00497129
threshold=0.090150000000000022 -0.10411999999999999 0.086275000000000018 -0.24163499999999999 -0.157135 0.082295000000000021 0.084290000000000018
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6
right_child=-2 2 -4 4 5 -7 -8
leaf_value=0.00087924673676591887 -0.0021216885359798703 -0.00095242591426246285 0.00072270626861483105 0.00082356591879232158 0.00030145760012927482 -0.00075940886803834567 -7.7554154243490088e-05
leaf_weight=64 87 46 65 62 387 67 2969
leaf_count=64 87 46 65 62 387 67 2969
internal_value=0 -1.43006e-05 -3.04312e-05 -4.45271e-05 -3.23084e-05 -4.80498e-05 -3.36042e-05
internal_weight=0 3660 3596 3531 3485 3423 3356
internal_count=3747 3660 3596 3531 3485 3423 3356
is_linear=0
shrinkage=0.0995203


Tree=5003
num_leaves=12
num_cat=0
split_feature=22 5 24 17 17 9 11 3 1 5 1
split_gain=0.0227204 0.00945938 0.00632788 0.0041961 0.00842647 0.00761864 0.00694798 0.00700195 0.00379818 0.0051048 0.00884585
threshold=0.13264000000000004 0.63223000000000018 0.084270000000000025 -0.067414999999999989 -0.049834999999999997 0.086965000000000028 -0.15511999999999998 0.14823500000000003 0.063010000000000024 0.5124350000000002 0.031740000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -5 -6 -8 9 10 -1
right_child=-2 -3 -4 4 6 -7 7 -9 -10 -11 -12
leaf_value=0.00016571733968245625 -0.0021862728727367175 -0.0011830716038397529 0.0009899706589159517 -0.0019242629879059451 0.00099056922571358688 -0.00014880220505469126 -6.3321914973786054e-05 -0.001155149225813722 -0.00053791452867438217 0.00088217373650830127 -0.0012005109531560559
leaf_weight=1065 49 69 62 47 60 51 2063 60 81 91 49
leaf_count=1065 49 69 62 47 60 51 2063 60 81 91 49
internal_value=0 -2.86797e-05 -6.50511e-06 -2.40549e-05 -0.000105294 -0.00100865 -6.43646e-05 -9.45646e-05 0.000119403 0.000164267 0.000104888
internal_weight=0 3698 3629 3567 2281 98 2183 2123 1286 1205 1114
internal_count=3747 3698 3629 3567 2281 98 2183 2123 1286 1205 1114
is_linear=0
shrinkage=0.0995203


Tree=5004
num_leaves=20
num_cat=0
split_feature=18 27 7 5 3 2 3 4 21 5 5 20 0 0 18 5 4 18 4
split_gain=0.00467694 0.0159419 0.00732127 0.00758469 0.00706563 0.00949225 0.00929466 0.00869244 0.00835046 0.00647548 0.00541406 0.00529062 0.00513973 0.0160547 0.0121665 0.0047996 0.017655 0.00408951 0.00323558
threshold=-0.040349999999999997 1.0000000180025095e-35 0.093110000000000012 0.40249000000000007 0.11308000000000003 -0.072419999999999998 0.10920500000000002 0.090595000000000023 0.11639500000000003 -0.54885499999999998 0.26245000000000007 -0.0033999999999999998 -0.082794999999999994 -0.083995 -0.087529999999999983 -0.026719999999999997 0.10845500000000002 0.085685000000000025 0.10300500000000003
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 6 8 7 12 -6 -2 15 -7 13 -1 -14 17 -17 -11 -9
right_child=2 -3 -4 -5 5 11 -8 18 -10 10 -12 -13 14 -15 -16 16 -18 -19 -20
leaf_value=0.00023092442087285249 -0.0010732338263245162 0.001745835530161428 0.0011838263579359973 -0.0012832049414496745 -0.0018463766089919112 0.0010256079327972969 0.0016014660828632256 -0.0013514824995321155 -9.6456312391986329e-05 -9.5070756174988263e-05 0.001028485661178658 -0.00040921410795427055 1.9691946868076847e-05 -0.0016375950188408433 0.00098807423036559707 -8.6756471648994756e-05 -0.0017432064070134522 0.00022969174445689153 -0.00017322646372070649
leaf_weight=323 59 62 47 50 60 49 46 46 51 805 48 52 292 53 232 637 71 731 50
leaf_count=323 59 62 47 50 60 49 46 46 51 805 48 52 292 53 232 637 71 731 50
internal_value=0 0.000187169 -4.53233e-05 -6.97251e-05 0.000109453 -0.000412948 0.000216523 0.000151738 -0.00104973 -4.35691e-05 -1.67066e-05 0.000278783 0.000248442 -3.02803e-05 0.000450004 -3.94285e-05 -0.000254026 5.89545e-05 -0.000746335
internal_weight=0 1316 2448 2401 1254 212 1042 996 111 2351 2292 101 900 376 524 2244 708 1536 96
internal_count=3764 1316 2448 2401 1254 212 1042 996 111 2351 2292 101 900 376 524 2244 708 1536 96
is_linear=0
shrinkage=0.0995203


Tree=5005
num_leaves=15
num_cat=0
split_feature=10 10 2 1 25 4 18 4 9 26 4 4 1 26
split_gain=0.00672784 0.00588159 0.00664811 0.0193091 0.00566498 0.00508123 0.00515729 0.00369408 0.0172065 0.0215188 0.00914188 0.00889196 0.00334386 0.00486265
threshold=0.09056500000000002 0.086165000000000019 -0.095649999999999999 0.054560000000000004 0.096120000000000025 0.080000000000000029 -0.044484999999999997 0.094025000000000011 0.11351500000000002 0.098705000000000029 0.088720000000000021 0.084755000000000025 -0.17548999999999998 0.084355000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 12 -7 10 9 -9 11 -4 -1 -14
right_child=-2 -3 4 -5 -6 6 -8 8 -10 -11 -12 -13 13 -15
leaf_value=-0.0008312167041107265 0.0009183243419481383 -0.00087835072541940203 2.2908394477700401e-05 0.0020918009913184596 0.0010221674430969496 0 0.0015061744550049134 -0.00030116225416886629 -0.0019880430818937185 0.0017735205385868212 0.001349584830143681 -0.0010917333809611915 -0.00031514132143435408 0.00067660728733752408
leaf_weight=50 83 72 2431 58 51 46 46 493 52 55 50 73 123 81
leaf_count=50 83 72 2431 58 51 46 46 493 52 55 50 73 123 81
internal_value=0 1.1918e-05 2.99058e-05 0.000410435 -1.78055e-05 0.000126221 0.000760968 -3.48814e-05 -0.000257179 -9.14428e-05 1.70215e-05 -9.26025e-06 -0.000100465 7.46284e-05
internal_weight=0 3681 3609 404 3205 346 92 3154 600 548 2554 2504 254 204
internal_count=3764 3681 3609 404 3205 346 92 3154 600 548 2554 2504 254 204
is_linear=0
shrinkage=0.0995203


Tree=5006
num_leaves=29
num_cat=0
split_feature=18 8 2 18 8 8 0 18 9 2 3 3 2 27 13 3 2 1 0 1 5 18 3 17 6 9 9 9
split_gain=0.00434092 0.0143757 0.0299312 0.0117673 0.00892485 0.0184555 0.0155784 0.0132192 0.0155233 0.00767012 0.00638358 0.0146496 0.0145243 0.00595875 0.00396529 0.0050966 0.0122456 0.0141779 0.00962468 0.0277727 0.0127167 0.00466863 0.00730778 0.0105683 0.00960345 0.00693459 0.0156525 0.01523
threshold=-0.070104999999999987 -0.086154999999999995 -0.086254999999999984 -0.077844999999999998 -0.080835000000000004 -0.08176499999999999 -0.085474999999999982 -0.087529999999999983 0.09007500000000003 -0.085759999999999989 0.08920500000000002 0.092200000000000018 -0.085944999999999994 -0.032854999999999995 0.089365000000000014 0.084550000000000028 -0.087359999999999993 -0.090374999999999997 -0.086304999999999993 -0.064534999999999995 -0.087969999999999993 0.081485000000000016 0.086285000000000014 -0.0023699999999999997 -0.095814999999999997 0.098720000000000016 0.095415000000000014 0.11891000000000003
decision_type=2 2 2 2 2 2 2 2 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 -3 10 -9 -8 12 -12 -6 -2 15 16 17 -15 20 -20 -18 25 23 -23 -24 26 -17 -27
right_child=13 3 -4 -5 7 -7 9 8 -10 -11 11 -13 -14 14 -16 21 18 -19 19 -21 -22 22 24 -25 -26 27 -28 -29
leaf_value=0.0028938021733167798 0.0010809277484572575 -0.0013538642093869862 -3.775312028644945e-05 0.0014447102911302337 -0.00063783426998855722 -0.0021337790111627098 -2.0529421725921105e-05 -9.8420993871537325e-05 0.0023350958062786317 0.0015973503842809122 -0.0016332622125392149 6.4490409138808068e-06 0.0011554277619898619 -0.00058807415078653631 0.00085311530476996425 -0.00013718306345174988 -0.0011174312569441017 0.0016041048168091397 -0.0030226245509704631 0.00024927761051345691 0.00072988916588072035 0.0020451866451942882 0.00098229980373820301 -2.7518380413875764e-05 -7.6580384611263453e-05 -0.0012735549548833363 0.0014651010331709312 0.0007435862420074517
leaf_weight=57 46 62 86 57 73 56 76 48 55 46 64 338 114 63 46 1060 83 54 57 46 66 47 97 49 671 132 64 51
leaf_count=57 46 62 86 57 73 56 76 48 55 46 64 338 114 63 46 1060 83 54 57 46 66 47 97 49 671 132 64 51
internal_value=0 0.00019206 0.00112504 5.63315e-05 -2.77018e-05 -0.000551383 -6.53352e-05 0.000152739 0.00119308 0.000582781 -2.77989e-05 -0.000252563 0.000451007 -4.08673e-05 -6.11385e-05 -7.80182e-05 -0.000420069 0.000416704 -0.000811819 -0.00155344 -0.000293661 -1.95035e-05 0.000159554 0.000978717 5.60925e-05 -0.000138497 -4.52214e-05 -0.000706927
internal_weight=0 1132 143 989 932 240 184 692 103 122 589 402 187 2632 2586 2540 369 117 252 103 149 2171 864 96 768 1307 1124 183
internal_count=3764 1132 143 989 932 240 184 692 103 122 589 402 187 2632 2586 2540 369 117 252 103 149 2171 864 96 768 1307 1124 183
is_linear=0
shrinkage=0.0995203


Tree=5007
num_leaves=18
num_cat=0
split_feature=10 10 2 18 18 25 18 19 20 27 3 3 21 3 6 26 21
split_gain=0.00527055 0.00522033 0.00527043 0.0135248 0.0122036 0.00464666 0.00425571 0.00704658 0.00578909 0.00441063 0.00393895 0.00878734 0.020321 0.00840608 0.0130885 0.00928976 0.00499628
threshold=0.09056500000000002 0.086165000000000019 -0.095649999999999999 -0.10387 -0.14734 0.096120000000000025 -0.0047450000000000001 0.081005000000000021 -0.079725000000000004 0.073825000000000016 0.096775000000000014 0.10726500000000001 -0.046224999999999995 0.088055000000000022 0.089725000000000013 -0.079869999999999983 -0.042694999999999997
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 10 8 9 -5 -8 13 12 -12 14 -4 -15 -13
right_child=-2 -3 5 6 -6 -7 7 -9 -10 -11 11 16 -14 15 -16 -17 -18
leaf_value=0.00028065277245540281 0.00081044303560834753 -0.00083057417812512386 -1.796063434394142e-05 0.00040395826209839919 0.0025705475341868986 0.00092448558959759379 0.00035915518033054807 0.0014064331556665609 -0.0010234180360391483 -0.00081291107962855986 -0.0025310307734261006 0.00067958642909820546 -0.00029835467322406533 -0.00098116924860833124 -0.001152061480277136 0.00034887222853466435 -8.0866164385637394e-05
leaf_weight=48 83 72 948 47 46 51 103 46 68 46 46 98 343 55 113 879 672
leaf_count=48 83 72 948 47 46 51 103 46 68 46 46 98 343 55 113 879 672
internal_value=0 8.17559e-06 2.51356e-05 0.000363967 0.00140995 -1.73197e-05 4.41569e-05 0.000329718 -0.000432937 0 -3.28082e-05 -0.000178882 -0.000564478 5.16435e-05 -0.000139518 0.000269674 1.48556e-05
internal_weight=0 3681 3609 404 94 3205 310 195 115 149 3154 1159 389 1995 1061 934 770
internal_count=3764 3681 3609 404 94 3205 310 195 115 149 3154 1159 389 1995 1061 934 770
is_linear=0
shrinkage=0.0995203


Tree=5008
num_leaves=19
num_cat=0
split_feature=20 11 9 9 8 8 8 1 9 1 1 5 17 0 2 9 3 2
split_gain=0.0293515 0.0055046 0.0047835 0.0129138 0.00741062 0.0547746 0.0101442 0.00914754 0.00751488 0.00506157 0.0094011 0.0188683 0.0189536 0.0040987 0.0101444 0.0209042 0.00707018 0.00596107
threshold=-0.40431 0.092640000000000014 0.094085000000000016 0.093535000000000021 -0.083574999999999997 -0.083135000000000001 -0.084044999999999995 0.0065600000000000007 0.09296500000000002 -0.06551499999999999 -0.072005 -0.06971999999999999 -0.10811499999999999 -0.057604999999999996 -0.069129999999999983 0.11296000000000002 0.10057000000000002 -0.065999999999999989
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 6 -6 7 -2 -7 10 11 -4 -13 14 16 -16 -11 -15
right_child=1 -3 9 -5 5 8 -8 -9 -10 13 -12 12 -14 17 15 -17 -18 -19
leaf_value=-0.0023030860482714925 -4.9466217981787748e-05 -0.0010773426203629513 0.0019079353317506163 -0.0016752344468129049 -0.003454152648882556 -2.3085881398741455e-05 0.0015214285099757455 0.00061892709545963468 -0.0012913821205886716 -0.00086694012050679396 0.0017786193171509569 0.00078798128944698341 -0.0012093583794249218 0.00015488253276181992 0.0023264090888220818 1.1026640742085802e-05 0.00017514132038960254 -0.0013115372449665193
leaf_weight=56 983 47 55 48 49 1339 51 255 48 102 51 96 92 59 57 122 173 50
leaf_count=56 983 47 55 48 49 1339 51 255 48 102 51 96 92 59 57 122 173 50
internal_value=0 -7.1175e-06 6.5139e-06 -5.6764e-05 -2.79547e-05 -0.000183697 0.000144914 8.75465e-05 -6.75681e-05 0.000212218 0.000547109 0.000285275 -0.000185086 3.58827e-05 0.000168812 0.000752901 -0.000208399 -0.000510277
internal_weight=0 3677 3630 2773 2725 1436 1289 1238 1387 857 294 243 188 563 454 179 275 109
internal_count=3733 3677 3630 2773 2725 1436 1289 1238 1387 857 294 243 188 563 454 179 275 109
is_linear=0
shrinkage=0.0995203


Tree=5009
num_leaves=13
num_cat=0
split_feature=6 11 23 6 6 6 21 17 6 26 18 6
split_gain=0.0290901 0.00448475 0.00555295 0.00459734 0.0298949 0.0269548 0.0358829 0.0122478 0.00549486 0.00484656 0.00990095 0.00720023
threshold=0.23663500000000004 0.092640000000000014 0.086650000000000019 -0.091244999999999993 -0.092919999999999989 -0.088444999999999982 0.089665000000000022 0.18936500000000003 -0.46637499999999998 0.11575500000000001 0.089775000000000021 0.088845000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -5 8 -1 11 -11 -7
right_child=-2 -3 -4 5 -6 9 -8 -9 -10 10 -12 -13
leaf_value=-0.00065556389979437297 -0.0023525953622492695 -0.00097012533402543325 -0.00088907190616620865 0.00021488691870479498 0.0025428303733266927 9.3015740481543368e-05 -0.0036385907835107959 0.0014390161158570722 8.4234053581683856e-05 0.0010980484248181873 -0.00010014209072619238 -0.00028060872583178216
leaf_weight=120 53 47 67 48 52 1647 47 60 576 120 156 740
leaf_count=120 53 47 67 48 52 1647 47 60 576 120 156 740
internal_value=0 -4.0584e-06 8.21425e-06 2.53025e-05 0.000234206 -3.56021e-05 -0.00168295 7.43282e-05 -4.21412e-05 2.28583e-05 0.000417844 -2.24696e-05
internal_weight=0 3680 3633 3566 808 2758 95 756 696 2663 276 2387
internal_count=3733 3680 3633 3566 808 2758 95 756 696 2663 276 2387
is_linear=0
shrinkage=0.0995203


Tree=5010
num_leaves=19
num_cat=0
split_feature=6 17 3 3 8 8 8 3 8 17 17 6 6 21 17 0 0 20
split_gain=0.023588 0.00382596 0.00941215 0.00628084 0.00574427 0.00543406 0.0140634 0.0509407 0.0183415 0.0101743 0.0281731 0.0213632 0.00791431 0.00799579 0.00675936 0.0128283 0.00617916 0.00515895
threshold=0.23663500000000004 -0.53166999999999998 0.089485000000000023 0.10892000000000003 0.24853500000000003 -0.084855 -0.082934999999999995 0.091225000000000014 -0.084324999999999997 -0.083000000000000004 -0.05543 -0.0096099999999999988 -0.47287499999999999 -0.091104999999999992 -0.14867499999999997 -0.088174999999999989 -0.086304999999999993 -0.0088249999999999978
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 17 5 9 7 8 -7 14 11 -11 -8 -14 -3 -16 -12 -4
right_child=-2 4 3 -5 -6 6 12 -9 -10 10 16 -13 13 -15 15 -17 -18 -19
leaf_value=0.0016098771879383747 -0.0021184646162943238 0.00020739438121323216 0.00029799639586895889 0.00070951952601070909 0.00088769304283325176 -0.0015592711673218277 -0.0012503995094637224 -0.0034274285965955049 0.00082759572628987078 0.0034330489726870734 0.00028283695347163982 0.00037766437970575891 -0.0012097463340238173 7.9130602982196884e-06 1.887555617532434e-05 -0.0018362615990339204 -0.00025389892911011839 -0.0010420197203285506
leaf_weight=49 53 88 52 86 66 47 54 58 99 46 580 46 55 1813 74 72 334 61
leaf_count=49 53 88 52 86 66 47 54 58 99 46 580 46 55 1813 74 72 334 61
internal_value=0 -3.63238e-06 0.000373605 6.50818e-05 -3.11305e-05 -4.93898e-05 -0.000146131 -0.000932082 5.36135e-05 0.000115815 0.000253832 0.00191426 -6.22848e-05 -2.75006e-05 -0.000474043 -0.00089038 8.58037e-05 -0.000418131
internal_weight=0 3680 248 199 3432 3366 2126 204 146 1240 1006 92 1922 1868 234 146 914 113
internal_count=3733 3680 248 199 3432 3366 2126 204 146 1240 1006 92 1922 1868 234 146 914 113
is_linear=0
shrinkage=0.0995203


Tree=5011
num_leaves=8
num_cat=0
split_feature=21 13 23 4 4 10 4
split_gain=0.0167266 0.00411996 0.00526955 0.00676638 0.00642629 0.00657923 0.00500688
threshold=-0.096850000000000006 0.088785000000000017 0.086650000000000019 0.14727500000000002 0.13707500000000003 0.09056500000000002 0.13210500000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.0014022739709788554 -2.2736150554454438e-06 -0.00092378230786217699 -0.00087350133706712741 0.00099242715569581837 -0.0009064789904686722 0.0011106595986716831 0.00098176724233138839
leaf_weight=86 3283 47 65 71 74 55 52
leaf_count=86 3283 47 65 71 74 55 52
internal_value=0 1.70666e-06 1.40168e-05 3.05677e-05 1.06166e-05 3.08773e-05 1.28243e-05
internal_weight=0 3647 3600 3535 3464 3390 3335
internal_count=3733 3647 3600 3535 3464 3390 3335
is_linear=0
shrinkage=0.0995203


Tree=5012
num_leaves=15
num_cat=0
split_feature=30 11 7 18 18 18 9 8 8 5 8 9 18 27
split_gain=0.00503243 0.00461951 0.00742388 0.00427167 0.0109086 0.00659062 0.0125303 0.00624074 0.00918184 0.006382 0.00442467 0.0146801 0.0110028 0.00302154
threshold=0.11290000000000001 -0.11166 -0.10984999999999999 0.10361000000000002 0.098840000000000025 0.11906500000000002 0.092225000000000015 -0.094139999999999988 -0.092299999999999993 0.043850000000000007 -0.057284999999999996 0.09697500000000002 0.15891500000000006 0.085775000000000032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 4 7 6 -5 9 -9 -4 11 -7 -12 -1
right_child=-2 2 3 5 -6 10 -8 8 -10 -11 12 -13 -14 -15
leaf_value=0.0012599266190977815 -0.00079153200652723672 -0.0011125545313400787 -0.00050248999407517955 -0.0015662011931800435 0.0014500495671775223 0.00025912257350124587 0.00015096268718902515 0.0013880934082263333 8.7034675009182752e-05 0.00056215739716072204 0.0012998502901786075 -0.0017700499239413563 -0.00057241266259010996 0.00013912801091014055
leaf_weight=50 73 56 317 87 57 132 80 55 2539 67 72 48 54 49
leaf_count=50 73 56 317 87 57 132 80 55 2539 67 72 48 54 49
internal_value=0 4.26041e-05 2.37396e-05 4.21122e-05 8.56645e-05 -0.000235609 -0.000738706 5.92747e-05 0.000114936 -0.000314599 3.62812e-05 -0.000277442 0.000490955 0.000713457
internal_weight=0 3663 3564 3508 3035 473 167 2978 2594 384 306 180 126 99
internal_count=3736 3663 3564 3508 3035 473 167 2978 2594 384 306 180 126 99
is_linear=0
shrinkage=0.0995203


Tree=5013
num_leaves=31
num_cat=0
split_feature=26 5 0 9 8 8 26 1 8 20 20 0 0 8 2 26 2 21 26 19 2 1 3 8 6 3 9 9 9 3
split_gain=0.00667552 0.00867413 0.00908234 0.007915 0.0147505 0.0230831 0.0202987 0.0118797 0.0064843 0.00763827 0.0135406 0.00867463 0.014463 0.0116484 0.0088275 0.0176133 0.0152711 0.00640701 0.00637684 0.00687923 0.00509059 0.00797045 0.0157219 0.0133784 0.00713353 0.0263446 0.00899266 0.00458174 0.00342754 0.00340039
threshold=0.097125000000000031 0.058505000000000008 -0.054850000000000003 0.11007500000000002 -0.080835000000000004 -0.069939999999999988 0.11991000000000003 -0.079250000000000001 -0.089594999999999994 -0.055879999999999992 -0.084474999999999995 -0.11170000000000001 -0.15137999999999999 -0.092299999999999993 -0.079844999999999985 1.0000000180025095e-35 -0.082174999999999984 0.085815000000000016 0.095150000000000026 -0.016414999999999996 -0.082275000000000001 -0.085844999999999991 0.083875000000000019 -0.082244999999999999 0.08846500000000003 0.092395000000000019 0.09227500000000001 0.085145000000000012 0.11582000000000002 0.10293500000000001
decision_type=2 2 2 2 2 2 2 2 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 4 29 -6 7 -7 9 10 17 12 -11 14 16 -16 -13 -1 19 -10 21 23 -23 -21 26 -26 -22 -15 -5 -2
right_child=1 2 -4 28 5 6 -8 -9 18 11 -12 13 -14 27 15 -17 -18 -19 -20 20 24 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00056733054923750303 0.00050241278580461966 0.0011045793656045552 -0.00053304629669942969 0.00085916689764484644 -0.0026071416096327344 -0.00066506793091291542 -0.0017952984768652481 0.0015199128288984523 -0.00092851409647727275 -0.00023031497786359123 0.0015483368126151713 0.00066249204570679977 -0.0023934474613044603 -0.0016673552703280489 -1.5916582881982279e-05 0.0023690910837350812 -0.0015543474626499845 -0.00090003377384757376 0.00098595235357864532 0.0014205976541634394 4.3703329446884525e-05 -0.0016849011405917138 -4.6307276728668852e-05 3.9927186983907896e-05 0.0019031176164992459 -0.00018171077516150651 0.00091682395833112451 -0.00038798513978972817 -0.00017049999085971723 -0.00053338403355615669
leaf_weight=52 89 82 56 49 75 49 70 49 59 79 63 65 51 52 90 46 58 67 90 91 778 64 632 300 112 128 138 64 90 48
leaf_count=52 89 82 56 49 75 49 70 49 59 79 63 65 51 52 90 46 58 67 90 91 778 64 632 300 112 128 138 64 90 48
internal_value=0 -0.00026415 0.000434104 -0.00045139 -0.000686909 -0.00115283 -0.000498711 0.000419069 8.51859e-05 -0.000183744 0.000366726 -0.000383752 -0.00108523 -0.000138391 0.000230259 0.000784758 -0.000376192 -0.000251953 0.000162767 0.000130227 0.000158442 3.06719e-06 -0.000198159 0.000363354 0.000303834 0.000787798 0.000176137 -0.000968553 0.000186587 0.00013353
internal_weight=0 657 138 519 380 243 168 98 3079 687 182 505 130 375 259 136 123 119 2392 2302 2243 1087 696 391 1156 240 916 116 139 137
internal_count=3736 657 138 519 380 243 168 98 3079 687 182 505 130 375 259 136 123 119 2392 2302 2243 1087 696 391 1156 240 916 116 139 137
is_linear=0
shrinkage=0.0995203


Tree=5014
num_leaves=18
num_cat=0
split_feature=26 9 26 26 0 0 21 5 3 0 3 5 17 26 21 2 21
split_gain=0.00654936 0.00598397 0.00674136 0.00648343 0.012896 0.0127774 0.00620469 0.00586334 0.00805317 0.0166726 0.0139155 0.00530638 0.00752571 0.00503722 0.00462135 0.00944582 0.00535748
threshold=0.41344500000000012 0.11007500000000002 0.097125000000000031 0.094025000000000011 -0.077624999999999986 -0.070374999999999993 0.10366000000000002 -0.24120999999999998 0.10174000000000002 -0.071799999999999989 0.096595000000000028 -0.081415000000000001 -0.0030799999999999998 0.09271500000000002 -0.070074999999999985 0.094050000000000022 -0.010234999999999999
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 11 -4 9 10 -9 -3 -13 14 15 -1 -16
right_child=-2 6 7 4 5 -7 -8 8 -10 -11 -12 12 -14 -15 16 -17 -18
leaf_value=-7.2723668970410251e-05 -0.00089284172959664407 0.00078321497999505457 0.00057878782269070374 0.0016456762387433617 -0.0012042751474099409 0.0010925351790617521 0.0013240320758787236 -0.00029102653058623939 -0.0013233243194707936 0.00094906880893746949 -0.0022384922620819763 0.00058048663588715994 -0.0011670489951467935 -0.00077971253176989158 0.0007119421329311764 -0.0016027446996656198 5.6567787801921906e-05
leaf_weight=247 76 84 58 74 50 46 68 180 89 84 46 48 49 75 131 48 2283
leaf_count=247 76 84 58 74 50 46 68 180 89 84 46 48 49 75 131 48 2283
internal_value=0 4.03063e-05 5.68205e-06 6.09479e-05 0.000657782 -9.51929e-05 0.000511329 -0.000349759 -0.000486788 -0.00024398 -0.000691036 0.000201481 -0.00029385 2.42092e-05 4.67684e-05 -0.000324451 9.2472e-05
internal_weight=0 3660 3411 2954 170 96 249 457 399 310 226 181 97 2784 2709 295 2414
internal_count=3736 3660 3411 2954 170 96 249 457 399 310 226 181 97 2784 2709 295 2414
is_linear=0
shrinkage=0.0995203


Tree=5015
num_leaves=18
num_cat=0
split_feature=26 9 26 26 1 26 0 9 1 18 1 26 26 26 1 0 5
split_gain=0.00531095 0.00485959 0.00581597 0.00828122 0.0122598 0.028944 0.0105789 0.00552241 0.00680749 0.00495335 0.00710895 0.00635948 0.0084096 0.0105009 0.0060246 0.0134527 0.00362962
threshold=0.41344500000000012 0.11007500000000002 0.10393000000000002 0.10924500000000002 -0.083284999999999984 0.11659500000000002 -0.073664999999999994 0.14805500000000002 0.05309500000000001 -0.13579499999999997 -0.49367499999999997 0.099855000000000013 0.096980000000000025 0.095610000000000014 0.058455000000000014 -0.070374999999999993 -0.034484999999999995
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 -7 8 16 10 -1 12 13 -11 15 -12 -3
right_child=-2 7 3 4 5 6 -8 -9 -10 11 14 -13 -14 -15 -16 -17 -18
leaf_value=-0.0014238476198868688 -0.00080398587350593372 -0.0003144634405448607 -0.0015213926886262891 -0.0014264838643367297 0.0022802549238057348 0.00025482631861307146 -0.0013477481602786506 -0.00018825072410476334 0.0017038673669525605 6.646514867387163e-05 -0.00051614437274931791 0.0011693472532231166 -0.0010773592015132477 0.0015093682730736987 -0.00098096599181284722 0.0012392500441677477 0.00083222264952647793
leaf_weight=50 76 47 54 60 50 91 73 84 55 2626 110 53 62 51 60 71 63
leaf_count=50 76 47 54 60 50 91 73 84 55 2626 110 53 62 51 60 71 63
internal_value=0 3.6295e-05 5.0688e-06 -0.000393073 -0.000167716 0.000181385 -0.000453523 0.000460768 0.00079614 4.76926e-05 -0.000342468 8.86508e-05 6.74403e-05 9.426e-05 -0.000114718 0.000167913 0.000334833
internal_weight=0 3660 3411 328 274 214 164 249 165 3083 291 2792 2739 2677 241 181 110
internal_count=3736 3660 3411 328 274 214 164 249 165 3083 291 2792 2739 2677 241 181 110
is_linear=0
shrinkage=0.0995203


Tree=5016
num_leaves=16
num_cat=0
split_feature=17 21 1 5 21 5 1 2 5 17 3 9 2 21 2
split_gain=0.0166546 0.00374866 0.00610945 0.0058473 0.00477348 0.00637798 0.00323477 0.00751656 0.00315402 0.0189964 0.0234499 0.00783374 0.00609018 0.009321 0.00880624
threshold=-0.57205499999999987 -0.075024999999999994 -0.018369999999999997 -0.016339999999999997 -0.032929999999999994 -0.53715999999999997 0.18123500000000006 -0.080484999999999987 -0.092239999999999989 -0.0050499999999999998 0.088055000000000022 0.11408000000000003 -0.011474999999999999 0.10168500000000003 -0.017704999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -3 -6 -4 -8 9 10 -7 -11 14 -14 -10
right_child=1 4 3 -5 5 8 7 -9 12 11 -12 -13 13 -15 -16
leaf_value=0.0017877408963026646 0.0011710586327486811 -0.00087710424567053911 0.00092115648179967287 -0.0007321546516340688 0.00094419385332048065 -0.0027408309844998615 -0.00085702601437329844 0.00087748941263866267 -2.7760925015631797e-06 0.00012671722161862131 2.8279227357947422e-05 -0.0010584412798127602 0.00069827737647110491 -0.00039413345725673726 -0.0013398489274894733
leaf_weight=53 69 63 70 61 69 60 48 51 2066 583 60 61 279 106 50
leaf_count=53 69 63 70 61 69 60 48 51 2066 583 60 61 279 106 50
internal_value=0 1.06502e-05 0.00034862 9.83287e-05 -1.88565e-05 -2.39331e-06 0.000402933 2.82433e-05 -2.26485e-05 -0.000199769 -0.00134945 1.31872e-05 3.11305e-05 0.000395383 -3.47573e-05
internal_weight=0 3696 299 230 3397 3334 169 99 3265 764 120 644 2501 385 2116
internal_count=3749 3696 299 230 3397 3334 169 99 3265 764 120 644 2501 385 2116
is_linear=0
shrinkage=0.0995203


Tree=5017
num_leaves=13
num_cat=0
split_feature=1 2 21 1 6 8 0 27 21 11 8 5
split_gain=0.00886704 0.0241133 0.00393968 0.00533767 0.00629826 0.0121969 0.0173407 0.00381254 0.00876246 0.00631901 0.00691469 0.00739914
threshold=-0.51744999999999985 -0.013174999999999999 -0.075024999999999994 -0.018369999999999997 -0.007045 -0.091284999999999991 -0.090394999999999989 -0.032854999999999995 -0.032929999999999994 1.0000000180025095e-35 -0.49499500000000002 -0.40939500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -7 -4 -9 10 -10 -12
right_child=2 -3 7 4 -6 6 -8 8 9 -11 11 -13
leaf_value=-0.00048837416585401951 0.0010988162147884564 0.0026292379587422496 0.00066282713377140633 -0.00093264091896778012 -0.00068912946780210122 0.0024919503759649568 4.4586082318736357e-05 -0.0012641623262242122 -0.0010223382411366111 0.0010795550248422076 0.00045298037791642468 -6.5569931645619478e-05
leaf_weight=52 72 46 78 46 68 46 78 57 69 51 302 2784
leaf_count=52 72 46 78 46 68 46 78 57 69 51 302 2784
internal_value=0 0.000966642 7.08645e-06 0.000346645 0.000115658 0.000442388 0.000959082 -2.4175e-05 -4.08483e-05 -1.88434e-05 -3.68583e-05 -1.45586e-05
internal_weight=0 98 3651 310 238 170 124 3341 3263 3206 3155 3086
internal_count=3749 98 3651 310 238 170 124 3341 3263 3206 3155 3086
is_linear=0
shrinkage=0.0995203


Tree=5018
num_leaves=11
num_cat=0
split_feature=20 4 26 20 21 21 0 20 3 0
split_gain=0.00824123 0.0164845 0.0170214 0.00373008 0.00362662 0.00886352 0.00648755 0.00355161 0.0203884 0.0064855
threshold=-0.15498999999999999 0.10845500000000002 0.056820000000000016 -0.14765999999999999 -0.091104999999999992 -0.085135000000000002 -0.25289499999999993 -0.085594999999999991 0.09339500000000002 -0.225295
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 -7 8 -8 -9
right_child=3 -3 -4 4 5 6 7 9 -10 -11
leaf_value=0.0027134731072164693 -0.00083851589461216404 -0.00068771082839978975 0.00016131525547264993 -0.00078358877168132376 0.0011320716487666297 0.0010932492016080091 0.0014835833969372336 -0.0010048739592849699 -0.00048017276117393748 -2.1747760606371713e-05
leaf_weight=53 52 53 52 56 70 53 93 68 119 3080
leaf_count=53 52 53 52 56 70 53 93 68 119 3080
internal_value=0 0.000732619 0.00145734 -1.55862e-06 1.05078e-05 2.35104e-05 5.34184e-07 -1.64585e-05 0.000377425 -4.32443e-05
internal_weight=0 158 105 3591 3539 3483 3413 3360 212 3148
internal_count=3749 158 105 3591 3539 3483 3413 3360 212 3148
is_linear=0
shrinkage=0.0995203


Tree=5019
num_leaves=16
num_cat=0
split_feature=17 5 5 17 19 5 5 4 6 6 5 6 2 5 4
split_gain=0.0119394 0.00319016 0.00477117 0.00829702 0.00646611 0.00605984 0.00468827 0.00444407 0.00399552 0.0162048 0.00697789 0.00579166 0.0032403 0.0114597 0.00542495
threshold=-0.57205499999999987 0.51100000000000012 0.057175000000000011 0.50822500000000015 1.0000000180025095e-35 0.066275000000000014 0.040570000000000016 0.087155000000000024 0.11690000000000002 0.11056500000000001 -0.068984999999999991 0.10313000000000001 -0.072419999999999998 0.51775000000000015 0.10290000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 8 -7 9 11 -10 -2 13 -3 -15
right_child=1 12 3 -5 -6 7 -8 -9 10 -11 -12 -13 -14 14 -16
leaf_value=0.0015093756624623533 -2.0199120107578601e-05 -0.0018956590665387375 -0.00092544164040778891 0.0015172788047943142 0.0010981818475513357 0.00033955102533572034 -0.00089863919616263877 -0.00035812405760269044 -0.00016424812547477291 -0.0017741449231836143 0.0013511375915421227 0.0010832266180547852 0.00017357701519633891 0.00076606785773328972 -0.0007542028846695834
leaf_weight=53 2549 48 56 49 66 367 60 119 62 52 57 48 70 46 47
leaf_count=53 2549 48 56 49 66 367 60 119 62 52 57 48 70 46 47
internal_value=0 4.72899e-06 2.76982e-05 0.000269407 0.000167492 5.26502e-05 -2.81661e-05 0.000167037 -9.00171e-06 -3.46351e-05 0.00055473 0 -0.000370763 -0.000646809 0
internal_weight=0 3696 3485 657 608 542 2828 486 2768 2649 119 2597 211 141 93
internal_count=3749 3696 3485 657 608 542 2828 486 2768 2649 119 2597 211 141 93
is_linear=0
shrinkage=0.0995203


Tree=5020
num_leaves=40
num_cat=0
split_feature=8 6 1 1 26 17 2 20 0 0 6 6 3 0 3 8 0 6 0 0 3 8 3 3 1 3 3 3 4 2 1 17 0 1 3 1 6 8 4
split_gain=0.00341 0.0130533 0.0152509 0.0218151 0.0374399 0.0256787 0.00760354 0.00819769 0.0109857 0.00707138 0.0152436 0.0179492 0.00675719 0.0115667 0.0169914 0.0182936 0.0168255 0.0242805 0.0131765 0.0148573 0.0123853 0.0223135 0.0105789 0.0150319 0.0103741 0.0100575 0.00888476 0.00562434 0.00772868 0.00817398 0.00604818 0.012383 0.0118946 0.0108972 0.00874804 0.00818574 0.00547473 0.00677763 0.00437126
threshold=-0.082654999999999992 0.085845000000000019 -0.089819999999999997 -0.083284999999999984 0.087525000000000019 -0.015100000000000001 0.097745000000000012 1.0000000180025095e-35 -0.14824999999999997 -0.082224999999999993 0.091295000000000029 0.089090000000000016 0.11125500000000002 -0.075424999999999992 0.091715000000000033 -0.049499999999999995 -0.070134999999999989 0.095355000000000023 -0.078809999999999991 -0.079564999999999983 0.090360000000000024 -0.074844999999999981 0.11462500000000002 0.11663500000000003 -0.083284999999999984 0.084795000000000023 0.098455000000000029 0.16149500000000003 0.11785500000000003 0.31326500000000007 -0.010395 -0.010655 -0.086944999999999995 -0.0088199999999999997 0.086015000000000022 -0.0072799999999999991 -0.07664 0.0073150000000000012 0.11905500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 -3 4 -4 -6 12 8 -8 10 11 -5 13 18 15 -15 17 -16 19 24 -20 -22 -14 -24 -2 -17 -18 28 30 -30 31 34 -33 -32 -1 -35 38 -38 -25
right_child=6 2 3 9 5 -7 7 -9 -10 -11 -12 -13 22 14 16 25 26 -19 20 -21 21 -23 23 36 -26 -27 -28 -29 29 -31 33 32 -34 35 -36 -37 37 -39 -40
leaf_value=0.00069631200883773961 -0.00074548026759347545 -0.00069558128950405844 -0.0003056804412627263 0.00092670251696452431 0.0013166247472799436 0.004638193000407429 0.00015640297431599831 -0.00038191725360848746 0.0019275461929900933 -0.00057839669233484788 0.0016310391265266506 -0.00158787835184004 0.0013020932808108013 0.0018180483191693082 -0.0038226201761328788 0.00012261865204614487 0.00061634862374484339 -0.00091316129187251499 -0.00063797696440800913 -0.0019159574638885125 0.0023270775540834799 -0.00040083119219928739 -0.0016591159416783742 -0.0010009508227164304 8.6181267870958048e-05 -0.0016380397858027698 -0.00094085967337948515 -0.0011498974484368608 -0.00021470869522112107 0.0013390377271308208 0.0015218794109681754 -0.00016917288317620425 -0.0019033280718926083 -0.0012699080775334887 -0.00048147319156129531 9.6814635579034822e-05 0.00097615242890768431 -0.00018223591015501084 0.00026335850183708929
leaf_weight=107 195 83 55 64 48 46 83 72 61 75 78 50 72 46 46 95 51 77 46 48 76 48 48 52 619 48 122 47 58 77 48 74 86 49 150 376 129 80 55
leaf_count=107 195 83 55 64 48 46 83 72 61 75 78 50 72 46 46 95 51 77 46 48 76 48 48 52 619 48 122 47 58 77 48 74 86 49 150 376 129 80 55
internal_value=0 0.000110263 0.000530956 0.000777642 0.00174324 0.00295078 -8.22643e-05 0.000477147 0.000912364 0.000235722 0.000558001 -0.000169003 -0.000144554 -0.000244039 -0.000645056 8.81116e-05 -0.00111596 -0.00200791 -5.4783e-05 -0.000213444 0.000744905 0.00126451 0.000199712 -1.60922e-05 -0.000112044 -0.000462647 -0.000477066 -8.47991e-05 -3.51618e-05 0.000665438 -0.000142352 -0.000419039 -0.0011064 9.98457e-05 5.70346e-06 -5.88344e-05 0.000230891 0.000528833 -0.000343422
internal_weight=0 1571 499 416 149 94 2169 216 144 267 192 114 1953 1517 485 189 296 123 1032 862 170 124 436 364 814 143 173 1072 1025 135 890 417 160 473 257 425 316 209 107
internal_count=3740 1571 499 416 149 94 2169 216 144 267 192 114 1953 1517 485 189 296 123 1032 862 170 124 436 364 814 143 173 1072 1025 135 890 417 160 473 257 425 316 209 107
is_linear=0
shrinkage=0.0995203


Tree=5021
num_leaves=13
num_cat=0
split_feature=18 17 3 9 2 3 2 20 3 2 23 3
split_gain=0.00437567 0.00968867 0.00655508 0.00550718 0.00397129 0.0108067 0.00537517 0.00925145 0.00876746 0.00767695 0.0044165 0.00381557
threshold=0.14607000000000003 -0.026504999999999997 0.11061500000000002 -0.46256000000000003 0.14685000000000001 0.13345500000000002 0.097745000000000012 0.10173500000000002 0.10525500000000003 0.092170000000000016 -0.046924999999999994 0.12870500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 9 8 -8 10 -5 -12
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 11 -13
leaf_value=0.0010430069349102716 -0.00081052530849594936 0.001290237072451555 0.00072159149524591215 -0.00083320388853341538 0.00026203948148365399 -0.0013235756287720741 0.0017118679718975756 -0.0007147555971243057 0.00015765670159552199 -0.0012252967961912126 -3.4959992189265611e-05 0.0004933901204367861
leaf_weight=47 63 81 49 66 86 83 68 47 79 54 2875 142
leaf_count=47 63 81 49 66 86 83 68 47 79 54 2875 142
internal_value=0 0.000460125 -0.000132915 -2.64503e-05 -4.10455e-05 -0.000511851 -1.69131e-05 0.000491074 0.000882181 -4.85893e-05 -2.77133e-05 -9.82099e-06
internal_weight=0 193 112 3547 3500 169 3331 194 147 3137 3083 3017
internal_count=3740 193 112 3547 3500 169 3331 194 147 3137 3083 3017
is_linear=0
shrinkage=0.0995203


Tree=5022
num_leaves=11
num_cat=0
split_feature=18 3 26 2 4 9 3 10 5 5
split_gain=0.00362543 0.0121115 0.00379277 0.00938837 0.00583612 0.0106431 0.00317089 0.00790881 0.0042138 0.00473093
threshold=0.19545000000000004 0.095240000000000019 -0.23202999999999999 -0.082644999999999982 0.14095000000000005 -0.073629999999999987 -0.15154999999999999 0.09056500000000002 0.63223000000000018 0.51775000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 -4 8 9 -8
right_child=1 -3 4 -5 5 -7 7 -9 -10 -11
leaf_value=0.00024289725261418752 0.0018043014115944748 -0.00026091810216348255 -0.00078046616104497787 -0.0016359434461230065 -0.00015941857355649048 0.0018440771563910316 -3.2889678838194942e-05 0.0012182067986841419 -0.00086424287974382465 0.00080581273904895803
leaf_weight=57 46 71 54 48 58 47 3181 51 59 68
leaf_count=57 46 71 54 48 58 47 3181 51 59 68
internal_value=0 0.000544052 -1.87934e-05 -0.000608205 -9.68821e-07 0.000729588 -2.36841e-05 -1.12742e-05 -3.04768e-05 -1.50841e-05
internal_weight=0 117 3623 105 3518 105 3413 3359 3308 3249
internal_count=3740 117 3623 105 3518 105 3413 3359 3308 3249
is_linear=0
shrinkage=0.0995203


Tree=5023
num_leaves=11
num_cat=0
split_feature=35 9 18 9 20 8 9 6 6 20
split_gain=0.00338283 0.00803129 0.00370351 0.0107625 0.00877794 0.00398956 0.00447291 0.00480507 0.0118234 0.00436256
threshold=0.004000000000000001 -0.37999999999999995 0.14607000000000003 0.092465000000000033 -0.049534999999999996 0.24614500000000003 0.13087500000000005 0.12241500000000002 0.18123500000000006 0.14849500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 9 -9 -3
right_child=-2 2 3 -5 -6 -7 -8 8 -10 -11
leaf_value=0.0012885992166603755 -0.00084005849523378928 1.0258623756737256e-05 0.00019470679452478242 -0.00035394359539599044 0.0020889704914869751 -0.00076405592341955331 0.00081531834932387429 -0.0017486834969846052 0.00031514967630612842 -0.00071222270704202886
leaf_weight=48 47 3126 50 91 49 72 63 53 56 85
leaf_count=48 47 3126 50 91 49 72 63 53 56 85
internal_value=0 9.58792e-06 -7.03046e-06 0.000420453 0.00114054 -3.07759e-05 -1.49276e-05 -3.09289e-05 -0.000680856 -8.61161e-06
internal_weight=0 3693 3645 190 99 3455 3383 3320 109 3211
internal_count=3740 3693 3645 190 99 3455 3383 3320 109 3211
is_linear=0
shrinkage=0.0995203


Tree=5024
num_leaves=9
num_cat=0
split_feature=6 17 0 24 17 17 17 18
split_gain=0.00926528 0.00756941 0.00953969 0.00522385 0.0051866 0.00479006 0.00488173 0.00361041
threshold=-0.52821499999999999 0.51734000000000024 -0.090124999999999997 0.094750000000000015 0.50644500000000015 0.41435500000000008 -0.56655999999999984 0.090025000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 -8
right_child=1 2 -4 -5 -6 -7 7 -9
leaf_value=-0.0012193967352637114 -0.00077391784898950006 0.00028940448491509831 -0.0015477976222639358 -0.0010385306243655659 0.00080137935688008512 -0.00091141768826074438 9.6680322865282025e-05 -0.00016193196123458816
leaf_weight=64 74 46 69 46 84 55 2591 672
leaf_count=64 74 46 69 46 84 55 2591 672
internal_value=0 -1.11296e-05 -0.000805798 1.45855e-05 2.87575e-05 9.38284e-06 2.48047e-05 4.31694e-05
internal_weight=0 3637 115 3522 3476 3392 3337 3263
internal_count=3701 3637 115 3522 3476 3392 3337 3263
is_linear=0
shrinkage=0.0995203


Tree=5025
num_leaves=12
num_cat=0
split_feature=4 4 4 17 0 0 0 1 0 30 17
split_gain=0.0107389 0.00903615 0.0070215 0.00617163 0.00774732 0.00656084 0.0184184 0.0433705 0.0158903 0.00932996 0.00547475
threshold=0.15028500000000003 0.14221500000000004 0.13707500000000003 0.51734000000000024 -0.090124999999999997 -0.1021 -0.095649999999999999 0.059230000000000012 -0.10806499999999999 0.092515000000000028 -0.095109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 8 7 -7 10 -8 -1
right_child=-2 -3 -4 4 -6 6 9 -9 -10 -11 -12
leaf_value=-0.0008350817653840169 -0.0012776296647862616 0.0012963505265540032 -0.0011620478723833136 0.00026060289572189783 -0.0013937604528539557 3.3123713432227941e-05 -9.3904668570710886e-06 0.0037004099583250565 -0.0019207493948732079 0.0011715795202204855 5.9124337308627696e-06
leaf_weight=90 67 52 53 46 69 106 2546 46 53 68 505
leaf_count=90 67 52 53 46 69 106 2546 46 53 68 505
internal_value=0 -5.83511e-06 -2.49675e-05 -7.6584e-06 -0.000724897 1.62619e-05 8.3264e-05 0.00114835 -0.000268474 2.10179e-05 -0.000119921
internal_weight=0 3634 3582 3529 115 3414 2766 152 648 2614 595
internal_count=3701 3634 3582 3529 115 3414 2766 152 648 2614 595
is_linear=0
shrinkage=0.0995203


Tree=5026
num_leaves=10
num_cat=0
split_feature=4 4 4 17 26 24 4 4 0
split_gain=0.00870801 0.00732689 0.00569362 0.00499384 0.0085775 0.00648941 0.00533803 0.0105085 0.00792579
threshold=0.15028500000000003 0.14221500000000004 0.13707500000000003 0.51734000000000024 0.08896500000000003 0.083550000000000027 0.10423500000000002 0.10716000000000002 -0.1021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 8 -8 -1
right_child=-2 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.00041602189705614956 -0.0011504797613165025 0.0011673374441795784 -0.001046400677332631 3.8161952641630805e-05 -0.00170515428621442 -0.0010991001715768439 0.0014735430645739665 0.00014156903547302025 5.0229109714295635e-05
leaf_weight=422 67 52 53 69 46 51 70 375 2496
leaf_count=422 67 52 53 69 46 51 70 375 2496
internal_value=0 -5.20955e-06 -2.246e-05 -6.85005e-06 -0.000652046 1.46435e-05 3.17769e-05 0.000352933 -1.69194e-05
internal_weight=0 3634 3582 3529 115 3414 3363 445 2918
internal_count=3701 3634 3582 3529 115 3414 3363 445 2918
is_linear=0
shrinkage=0.0995203


Tree=5027
num_leaves=12
num_cat=0
split_feature=6 20 17 0 17 4 4 4 20 4 4
split_gain=0.00726426 0.00437341 0.00389173 0.0062352 0.00394173 0.00304679 0.0183711 0.0121282 0.0210656 0.0113856 0.00572374
threshold=-0.52821499999999999 -0.25378999999999996 0.51734000000000024 -0.084084999999999993 -0.56655999999999984 0.10373000000000003 0.10606500000000003 0.094025000000000011 -1.0000000180025095e-35 0.088720000000000021 0.10876500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 7 -7 9 -9 -6 -8
right_child=1 2 3 -5 5 6 10 8 -10 -11 -12
leaf_value=-0.00107466120690829 -0.00082693678018209906 -0.00068969777672614864 4.9932990525932085e-05 -0.0014574318459823511 1.4105877228003516e-05 0.0020961004779069684 -0.00074920363995452323 0.00045088225313550057 -0.002124760904920104 0.0013790534330335776 0.00020943851294477145
leaf_weight=64 63 74 64 46 2620 49 71 57 69 62 462
leaf_count=64 63 74 64 46 2620 49 71 57 69 62 462
internal_value=0 -4.81635e-06 9.44638e-06 -0.000572978 2.81777e-05 4.40896e-05 0.000251334 8.437e-07 -0.000953092 4.59647e-05 8.02035e-05
internal_weight=0 3637 3574 110 3464 3390 582 2808 126 2682 533
internal_count=3701 3637 3574 110 3464 3390 582 2808 126 2682 533
is_linear=0
shrinkage=0.0995203


Tree=5028
num_leaves=14
num_cat=0
split_feature=12 10 19 6 3 3 3 9 23 0 9 4 6
split_gain=0.0130917 0.0123937 0.00931905 0.0062473 0.0113372 0.0265752 0.0128841 0.00858386 0.0284436 0.0185044 0.0084635 0.00716896 0.00676704
threshold=0.098385000000000028 0.09056500000000002 0.13950000000000004 0.087670000000000012 0.092510000000000023 0.091545000000000029 0.089655000000000026 0.11351500000000002 -0.067359999999999989 -0.081284999999999982 0.083925000000000013 0.09939000000000002 0.11690000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -5 8 -1 -9 -10 12 -6
right_child=-2 -3 -4 4 11 -7 -8 9 10 -11 -12 -13 -14
leaf_value=0.0025730966127481139 -0.0016201405710684117 0.0012673533284829086 -0.001347905680408615 -0.00053722204076090557 0.00035482037178431204 -0.0027152642788519326 0.00065131605632122815 0.0004881181462621285 -0.00014588106083891691 -0.0019960283360528851 0.00023760499667951616 0.0012883027084109578 -0.00046956312901149684
leaf_weight=46 50 75 52 442 247 49 113 59 995 59 1330 50 164
leaf_count=46 50 75 52 442 247 49 113 59 995 59 1330 50 164
internal_value=0 9.14196e-07 -2.51991e-05 -5.61564e-06 -0.000207545 -0.000491559 -0.000293756 8.04575e-05 0.000121985 -0.000747018 7.31374e-05 0.000162793 2.38775e-05
internal_weight=0 3681 3606 3554 1065 604 555 2489 2371 118 2325 461 411
internal_count=3731 3681 3606 3554 1065 604 555 2489 2371 118 2325 461 411
is_linear=0
shrinkage=0.0995203


Tree=5029
num_leaves=12
num_cat=0
split_feature=12 10 17 9 26 26 9 9 26 2 17
split_gain=0.0106159 0.0100492 0.00720599 0.0144931 0.00587325 0.00472677 0.0101162 0.015851 0.00844037 0.0070421 0.00555867
threshold=0.098385000000000028 0.09056500000000002 0.51734000000000024 0.091310000000000016 0.5128250000000002 0.08734500000000002 0.083925000000000013 0.084235000000000018 0.087625000000000022 -0.018864999999999996 0.052150000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 9 -8 -7 -1 -10
right_child=-2 -3 3 -5 -6 8 7 -9 10 -11 -12
leaf_value=-0.00051721155417032243 -0.0014589038251433574 0.0011412257716396006 0.00010554754705316844 -0.002143564988850898 0.0011080338866038795 -0.0013252947461915019 0.001978983635298279 0.00022073823990407848 -0.00022607980924656078 4.6092031797261694e-05 0.0002079115768767741
leaf_weight=319 50 75 70 47 47 58 54 903 996 700 412
leaf_count=319 50 75 70 47 47 58 54 903 996 700 412
internal_value=0 8.23213e-07 -2.26686e-05 -0.000790946 2.86012e-06 -1.1993e-05 8.82006e-05 0.000320805 -0.000147601 -0.000129448 -9.85066e-05
internal_weight=0 3681 3606 117 3489 3442 1976 957 1466 1019 1408
internal_count=3731 3681 3606 117 3489 3442 1976 957 1466 1019 1408
is_linear=0
shrinkage=0.0995203


Tree=5030
num_leaves=23
num_cat=0
split_feature=19 6 9 7 0 3 3 3 17 9 1 9 9 1 0 5 0 17 0 1 2 0
split_gain=0.00711425 0.00550401 0.010416 0.0252288 0.0168592 0.0101366 0.0205722 0.0111131 0.0118379 0.0116691 0.00926401 0.0068565 0.0116613 0.0135851 0.00604559 0.0103226 0.00927747 0.00802409 0.00955011 0.00479396 0.00729953 0.00663299
threshold=0.13950000000000004 0.087670000000000012 0.11351500000000002 0.08833000000000002 -0.075424999999999992 0.092510000000000023 0.091545000000000029 0.089655000000000026 0.11639500000000001 0.09091500000000001 -0.078729999999999994 0.083925000000000013 0.084235000000000018 -0.093734999999999999 -0.078479999999999994 -0.040404999999999996 -0.076914999999999997 -0.049834999999999997 -0.073664999999999994 0.41897000000000012 0.13896000000000006 -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
left_child=1 2 3 11 -4 6 7 8 10 -9 -3 19 -13 -14 15 -7 -16 -18 -19 21 -21 -1
right_child=-2 5 4 -5 -6 14 -8 9 -10 -11 -12 12 13 -15 16 -17 17 18 -20 20 -22 -23
leaf_value=-0.00042695727233838502 -0.0011614156327099017 -0.00049204037956203134 0.00018338057858621442 0.0024345504714893061 -0.0020547246688653138 -0.00012695063207675879 -0.0023928102352291252 0.0016751000533741537 -0.0018220691440486675 -0.00034281123376159921 0.00095511781515918192 0.0014613234152051615 0.0010052895907713512 3.5619642047200865e-05 -0.001337450084362244 0.0016929093605536881 -0.00070871136084380937 0.0015602750626801342 6.367435763397334e-05 -0.00012474885549172021 0.0011999669637076367 0.00013556989108512657
leaf_weight=531 53 339 77 46 58 62 50 53 59 60 50 72 164 1140 48 60 78 58 160 110 65 338
leaf_count=531 53 339 77 46 58 62 50 53 59 60 50 72 164 1140 48 60 78 58 160 110 65 338
internal_value=0 0 7.82255e-05 0.000125109 -0.000772112 -0.000189308 -0.000456294 -0.000282239 -0.000505687 0.000596399 -0.000303926 8.08721e-05 0.000226981 0.0001582 0.000158995 0.000761353 -5.22518e-05 0.000153393 0.000465608 -0.000110917 0.000362611 -0.000207219
internal_weight=0 3678 2601 2466 135 1077 611 561 448 113 389 2420 1376 1304 466 122 344 296 218 1044 175 869
internal_count=3731 3678 2601 2466 135 1077 611 561 448 113 389 2420 1376 1304 466 122 344 296 218 1044 175 869
is_linear=0
shrinkage=0.0995203


Tree=5031
num_leaves=20
num_cat=0
split_feature=12 8 27 8 20 20 20 9 9 5 3 9 0 5 3 3 3 20 5
split_gain=0.00878016 0.00810899 0.0140718 0.00883008 0.0067455 0.00912972 0.00906763 0.00697362 0.0161203 0.0113935 0.00662783 0.0165343 0.0314268 0.0367851 0.0119884 0.0161221 0.0125156 0.00532179 0.00641941
threshold=0.098385000000000028 -0.046889999999999994 0.078480000000000022 -0.053049999999999993 -0.077394999999999992 -0.078835000000000002 -0.073314999999999991 0.083925000000000013 0.084565000000000015 -0.014374999999999999 0.11426500000000002 0.11351500000000002 -0.064494999999999983 -0.40939500000000001 0.11089500000000001 0.10807500000000002 0.10377500000000002 -0.066104999999999983 0.0076350000000000012
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 7 -6 9 -9 -1 14 12 13 -12 15 16 -3 -8 -19
right_child=-2 2 -4 -5 6 -7 17 8 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20
leaf_value=-0.0013538918238334922 -0.0013248774148535503 0.00016191095260451044 0.0019307269805038485 -0.0012237378939686969 -0.0011951957839785642 0.0013706728967025996 0.00088907153829076186 0.0019343602927300823 5.3580533019491411e-05 0.00051083726502761356 0.00033976300308126818 -0.00089580656149490468 -0.00039446989840547723 0.0042560728204630183 -0.0014239429841613415 0.001734515711169401 -0.0010093391974788787 -3.9491593929905601e-05 -0.00050204167553504159
leaf_weight=74 50 648 46 67 80 62 51 52 350 57 48 53 76 48 53 57 105 1373 381
leaf_count=74 50 648 46 67 80 62 51 52 350 57 48 53 76 48 53 57 105 1373 381
internal_value=0 2.65703e-06 0.000224244 -9.56786e-05 -6.48726e-05 0.000226704 -0.000157343 9.20982e-05 0.000298902 -0.000536272 0.000151342 0.000632552 0.00110826 0.00230645 2.49333e-05 0.000120747 -3.23682e-07 -0.00011089 -0.000140432
internal_weight=0 3681 1134 2547 2480 595 1885 533 402 131 1088 225 172 96 863 810 753 1805 1754
internal_count=3731 3681 1134 2547 2480 595 1885 533 402 131 1088 225 172 96 863 810 753 1805 1754
is_linear=0
shrinkage=0.0995203


Tree=5032
num_leaves=20
num_cat=0
split_feature=18 20 20 6 5 6 5 5 5 2 8 2 21 21 6 26 11 4 6
split_gain=0.0111644 0.00813018 0.0232394 0.00542729 0.0182335 0.0127893 0.0096583 0.00520774 0.00612335 0.0139382 0.00944208 0.0118188 0.00945899 0.00372518 0.00675945 0.00863677 0.00469991 0.00709775 0.0109048
threshold=0.31690500000000005 -0.081324999999999995 -0.08237499999999999 0.10877500000000002 -0.042209999999999991 0.11816500000000002 0.06136500000000001 0.41088500000000011 -0.093384999999999982 -0.080695000000000003 -0.070134999999999989 -0.086304999999999993 0.090285000000000018 -0.079684999999999992 -0.0079349999999999993 0.084165000000000031 -0.15511999999999998 0.14699000000000004 -0.48214499999999999
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 13 -5 -6 -7 8 9 -1 11 -10 -12 14 15 -3 -15 18 -18
right_child=-2 3 -4 4 5 6 -8 -9 10 -11 12 -13 -14 16 -16 -17 17 -19 -20
leaf_value=0.00031005585393762103 0.0015616135237055829 -0.00092834505177004172 -0.0019499370928798704 0.002286174933124913 0.0010042156351649009 -0.001654447761077594 0.00032080211388386818 -0.0010640935811688514 0.00066289279935867007 -0.001585202517077189 0.00023936692569295027 -0.00078971270741682459 0.0018489046082478824 0.00089148635791473402 -0.0013785976620158645 0.00087864577717328292 0.0013461663663521927 -0.0011453891013286064 2.9680106667642242e-05
leaf_weight=84 46 50 76 47 81 50 47 51 91 70 114 141 54 66 51 55 64 49 2460
leaf_count=84 46 50 76 47 81 50 47 51 91 70 114 141 54 66 51 55 64 49 2460
internal_value=0 1.34685e-06 -0.000309049 7.16112e-05 0.00054207 7.69481e-05 -0.000688929 -0.000101568 -1.14822e-05 -0.00054611 0.000192303 -0.000216412 0.000761591 3.3446e-05 -0.000438463 1.03775e-05 6.16523e-05 4.00481e-05 6.33861e-05
internal_weight=0 3701 681 3020 225 178 97 605 554 154 400 232 168 2795 156 105 2639 2573 2524
internal_count=3747 3701 681 3020 225 178 97 605 554 154 400 232 168 2795 156 105 2639 2573 2524
is_linear=0
shrinkage=0.0995203


Tree=5033
num_leaves=23
num_cat=0
split_feature=20 2 20 5 8 2 0 0 20 6 5 26 26 20 20 2 2 2 2 9 9 9
split_gain=0.00661022 0.014921 0.0121414 0.028063 0.00843355 0.0129129 0.00882939 0.0103997 0.0146636 0.00565964 0.0136805 0.0114352 0.014962 0.00415876 0.0112383 0.00812396 0.00888389 0.00365375 0.00346094 0.00385014 0.0165133 0.0117021
threshold=-0.15398499999999998 -0.018864999999999996 -0.081324999999999995 -0.14822499999999997 -0.086154999999999995 -0.081915000000000002 -0.068604999999999985 -0.080074999999999993 -0.083404999999999993 0.10877500000000002 -0.042209999999999991 0.091570000000000026 0.096980000000000025 -0.075334999999999999 -0.077044999999999988 -0.076615000000000003 -0.081559999999999994 -0.085944999999999994 -0.241895 0.093705000000000024 0.094835000000000017 0.092150000000000024
decision_type=2 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 -5 7 8 -6 13 -11 -12 -13 14 15 16 -4 -1 -15 21 -21 -20
right_child=2 -3 9 4 6 -7 -8 -9 -10 10 11 12 -14 18 -16 -17 -18 -19 19 20 -22 -23
leaf_value=0.00045171001152238436 -0.0022184022519032695 0.0019205186967294818 -0.00072350502907686965 0.0017645081463446442 -4.937228179735194e-05 -0.00029209856668814386 -0.0015925573600069087 0.0010503041929767552 -0.0019529963743493005 0.0020586543518185804 -0.00089175207479884691 0.0021167425574260836 -0.00018277139797262919 0.00074679491862185649 0.0017944788289858042 -0.00086014989019648277 0.00085551277634748641 -0.00071852321894236044 -2.2833566548353394e-05 -0.0019346606123328582 -8.2417146360955711e-05 0.0010722929711940536
leaf_weight=60 76 58 47 51 179 73 53 54 52 47 66 47 68 58 47 63 137 47 1822 53 487 102
leaf_count=60 76 58 47 51 179 73 53 54 52 47 66 47 68 58 47 63 137 47 1822 53 487 102
internal_value=0 0.00063468 -9.42157e-06 -0.000445449 -0.000152023 0.000547162 -0.000410951 -0.000188341 -0.000481438 6.73736e-05 0.000544478 0.000146771 0.000749912 2.84536e-05 0.000382765 0.000110825 0.000447728 -5.46671e-05 -1.25254e-05 -3.07312e-05 -0.000265728 3.47986e-05
internal_weight=0 165 3582 538 462 124 338 285 231 3044 228 181 115 2816 294 247 184 107 2522 2464 540 1924
internal_count=3747 165 3582 538 462 124 338 285 231 3044 228 181 115 2816 294 247 184 107 2522 2464 540 1924
is_linear=0
shrinkage=0.0995203


Tree=5034
num_leaves=21
num_cat=0
split_feature=1 20 20 17 9 5 5 5 18 6 5 5 18 18 5 5 3 8 6 8
split_gain=0.00988188 0.00557521 0.0176273 0.0063265 0.0138555 0.010548 0.00683081 0.0104168 0.00672218 0.00467538 0.00390967 0.00904533 0.0104574 0.0203135 0.0169007 0.00483201 0.0167797 0.00595238 0.00827819 0.00601066
threshold=-0.54365999999999992 -0.081324999999999995 -0.08237499999999999 -0.24445500000000001 0.089645000000000016 -0.0042299999999999994 -0.017704999999999995 -0.093384999999999982 -0.082654999999999992 0.12386500000000002 -0.082179999999999989 -0.087969999999999993 0.090725000000000014 0.086285000000000014 -0.095169999999999991 -0.074569999999999984 0.090695000000000012 -0.090440000000000006 0.087765000000000024 -0.088874999999999996
decision_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 -2 6 7 -5 -8 10 11 12 13 -3 -14 16 -12 18 -17 -19
right_child=1 9 -4 5 -6 -7 8 -9 -10 -11 15 -13 14 -15 -16 17 -18 19 -20 -21
leaf_value=0.001262798724495339 -0.0019527959348544753 9.7647714896129174e-05 -0.0016907880292485501 -0.00042746777861674525 0.0003915462092653571 0.0010877885533760062 -0.00014186152715414316 0.00076122143608559783 -0.0016363925929939948 0.00086413545034250345 -0.0019433473440656564 0.0012348884267931962 0.00014461145174637168 0.0018524526281151626 -0.0018839002092215403 -0.00013855252795149856 0.00060248219567026883 0.0011669018998276626 -0.0015373723073615982 2.4142920205859137e-05
leaf_weight=62 51 636 76 157 48 83 75 136 51 69 53 77 113 73 63 173 49 47 56 1599
leaf_count=62 51 636 76 157 48 83 75 136 51 69 53 77 113 73 63 173 49 47 56 1599
internal_value=0 -3.9694e-06 -0.000262205 -8.01896e-05 -0.000807877 6.16877e-05 -0.00013962 0.000121485 -0.000753288 5.38786e-05 3.45773e-05 0.000199285 0.000108256 0.000279481 -0.000576853 -4.51547e-05 -0.000712325 -8.42395e-06 -0.000484197 5.72707e-05
internal_weight=0 3685 677 601 99 502 419 293 126 3008 2939 962 885 709 176 1977 102 1875 229 1646
internal_count=3747 3685 677 601 99 502 419 293 126 3008 2939 962 885 709 176 1977 102 1875 229 1646
is_linear=0
shrinkage=0.0995203


Tree=5035
num_leaves=16
num_cat=0
split_feature=17 20 20 0 3 20 3 3 8 29 9 9 9 17 0
split_gain=0.00843507 0.00569613 0.0206503 0.00507516 0.0139173 0.00621763 0.00671682 0.0140647 0.00416306 0.00549275 0.00349063 0.00629112 0.00720279 0.0055988 0.00431138
threshold=-0.5696199999999999 -0.081564999999999985 -0.08237499999999999 -0.068604999999999985 0.11642500000000001 -0.083495 0.086965000000000028 0.088805000000000023 0.24853500000000003 -0.091704999999999995 0.11222500000000002 0.10591500000000002 0.10125500000000003 -0.026504999999999997 -0.065519999999999981
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 -2 -8 9 -3 11 12 -11 -12 -15
right_child=1 8 -4 4 -6 -7 7 -9 -10 10 13 -13 -14 14 -16
leaf_value=0.0011570299663668487 0.00075076736119899785 -0.0009548242930052911 -0.0021156950782630379 -0.0017051107589495552 0.00051706883037727234 0.0010545795326634111 -0.0013708438763258143 7.5561385547271603e-05 0.00099394025375339071 3.0004163331791884e-05 -0.00019513763291768052 -0.0007935461352092249 0.0010758802933679369 0.0002059199306480646 0.0014650285177110476
leaf_weight=63 78 54 55 62 50 53 87 280 46 2577 73 89 67 50 63
leaf_count=63 78 54 55 62 50 53 87 280 46 2577 73 89 67 50 63
internal_value=0 -4.15805e-06 -0.000268035 -0.0001001 -0.000705757 3.44678e-05 -8.51891e-05 -0.000265089 5.36954e-05 3.8872e-05 5.75353e-05 2.88251e-05 5.68167e-05 0.000474988 0.000915146
internal_weight=0 3684 665 610 112 498 445 367 3019 2973 2919 2733 2644 186 113
internal_count=3747 3684 665 610 112 498 445 367 3019 2973 2919 2733 2644 186 113
is_linear=0
shrinkage=0.0995203


Tree=5036
num_leaves=24
num_cat=0
split_feature=4 5 1 5 2 20 3 5 4 4 18 2 2 6 6 29 21 19 18 18 1 1 3
split_gain=0.0111144 0.018198 0.0106613 0.0274395 0.00909144 0.0105785 0.0212773 0.0123019 0.00721359 0.00666837 0.00735561 0.0112736 0.0102269 0.00610125 0.0115829 0.00703244 0.0070279 0.00761179 0.00636021 0.0139387 0.00550006 0.00595355 0.00421806
threshold=0.10343500000000001 0.19224000000000005 -0.50763499999999995 0.24444000000000005 0.0040650000000000018 -0.071149999999999991 0.087825000000000028 -0.0044999999999999997 0.10724500000000002 0.13752500000000004 0.089775000000000021 0.13896000000000006 -0.00070500000000000001 0.091615000000000016 0.09278500000000002 0.0050600000000000011 0.12860500000000005 -0.09028499999999999 -0.092084999999999986 -0.074709999999999985 0.51334500000000016 0.42266000000000009 0.11061500000000002
decision_type=2 2 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 13 -6 -7 -8 -2 10 11 12 -10 15 -15 16 17 -4 -16 -20 21 -11 -3
right_child=1 22 4 -5 5 6 7 -9 9 20 -12 -13 -14 14 18 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.00038891862988117449 0.00085420568802890655 -0.0022577342019193081 0.0013276013656500028 0.0028884709462183591 0.00043832765090930906 -0.0025381456096192556 0.00078590737502295038 -0.0012204235155495468 -0.0001227022885747814 0.00064953305516680406 -0.0013707256486605705 0.0010970475331018371 -0.0015849935805877667 0.0018228369066926118 -0.00060350252820328635 0.0012010627693309066 -0.00099734291362802091 3.1098008788704064e-05 0.0015776071476560102 0.0001723720314107498 0.0011009905780398812 -0.00092314997378580802 -0.00092971919345919503
leaf_weight=54 68 47 46 47 84 55 63 58 173 47 72 51 66 53 70 52 64 1896 84 429 56 48 54
leaf_count=54 68 47 46 47 84 55 63 58 173 47 72 51 66 53 70 52 64 1896 84 429 56 48 54
internal_value=0 -0.000322227 0.00012198 0.0011281 8.73032e-05 -0.000473971 -0.000914037 -0.00016904 -0.000106373 -0.000235297 -0.000467952 -0.000240992 -0.00052994 0.000141776 0.0004114 5.80542e-05 2.80167e-05 6.22298e-05 0.000281683 0.000404065 0.000317035 -0.000136469 -0.00155581
internal_weight=0 682 3055 101 2954 260 176 121 581 513 362 290 239 2694 636 2058 2006 1942 583 513 151 95 101
internal_count=3737 682 3055 101 2954 260 176 121 581 513 362 290 239 2694 636 2058 2006 1942 583 513 151 95 101
is_linear=0
shrinkage=0.0995203


Tree=5037
num_leaves=30
num_cat=0
split_feature=4 4 3 17 9 18 18 18 2 2 3 6 1 6 6 21 6 3 18 36 0 18 10 4 27 20 21 9 1
split_gain=0.00914777 0.0210774 0.00943846 0.0206059 0.031692 0.0273692 0.00987719 0.0318048 0.0113445 0.0119224 0.010946 0.0215533 0.0112176 0.0104112 0.0179528 0.00770517 0.0114142 0.0117144 0.00973162 0.00842253 0.00870501 0.0137203 0.0101525 0.0100918 0.00887313 0.00832736 0.00513389 0.00450589 0.00081949
threshold=0.084755000000000025 0.081540000000000015 0.084380000000000024 -0.011809999999999999 0.083715000000000026 -0.01137 0.088735000000000022 0.081485000000000016 -0.078784999999999994 -0.077604999999999993 0.090360000000000024 0.088915000000000022 -0.027059999999999997 0.090845000000000023 0.093595000000000025 0.097380000000000022 -0.09007999999999998 0.12389500000000002 0.088635000000000019 0.088355000000000031 0.019150000000000004 -0.12363 0.055760000000000011 0.090805000000000011 0.085775000000000032 -0.069854999999999987 0.13042000000000004 0.093535000000000021 0.40780000000000011
decision_type=2 2 2 2 2 2 2 2 2 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 -5 7 13 10 -10 11 -8 -12 26 -15 18 28 -18 19 20 23 -22 -23 -2 -25 -20 -4 -11 -17
right_child=15 -3 6 5 -6 -7 8 -9 9 27 12 -13 -14 14 -16 16 17 -19 25 -21 21 22 -24 24 -26 -27 -28 -29 -30
leaf_value=-0.00091546465235494041 -0.0013373579542747111 0.0020973003004977372 8.9773950282461223e-05 -0.0033162617953136505 0.0021608135285655096 -0.00018871318086456293 -0.0010317577731499801 0.0022744368027909309 0.0016604298172436303 0.00076022122457153113 -0.0019572492257255497 0.0012985720955573817 -0.00010754565554108196 0.0020437344687355419 0.0003150050417843442 -0.00026515971028599186 -0.0026828971208448572 -0.0005421655136749389 0.0017503214526535171 0.00071574880558393896 0.00036821338631058659 -0.0023588078424983954 -0.00048243907730309365 0.00040663764959754411 -0.00061494026989576981 7.2514652744316844e-06 -0.00078510558141153548 -0.00028162534638339547 0.00032440123297728469
leaf_weight=81 58 53 1268 47 56 69 95 75 49 53 88 67 53 72 354 47 46 59 49 83 53 67 52 257 125 63 70 182 46
leaf_count=81 58 53 1268 47 56 69 95 75 49 53 88 67 53 72 354 47 46 59 49 83 53 67 52 257 125 63 70 182 46
internal_value=0 0.000131292 9.20921e-05 -0.000485578 0.000336017 -0.00146297 0.000152673 0.000266317 -0.000201965 0.000247877 -0.000626301 -6.2926e-05 -0.00126778 0.000180474 0.000609107 -0.000219753 -0.000776565 -0.00148781 -8.21228e-05 -0.000221774 -0.00035026 -0.000951231 -0.00154576 -0.000113474 7.02086e-05 0.000777154 4.33911e-05 -4.31721e-05 1.76487e-05
internal_weight=0 2732 2679 253 137 116 2426 1839 587 284 303 162 141 1764 426 1005 198 105 807 695 612 172 119 440 382 112 1338 235 93
internal_count=3737 2732 2679 253 137 116 2426 1839 587 284 303 162 141 1764 426 1005 198 105 807 695 612 172 119 440 382 112 1338 235 93
is_linear=0
shrinkage=0.0995203


Tree=5038
num_leaves=19
num_cat=0
split_feature=1 4 3 2 9 2 2 9 6 6 6 9 4 24 4 3 2 6
split_gain=0.00825978 0.00971089 0.00684164 0.0179129 0.0090738 0.0294913 0.104841 0.0117481 0.00764979 0.0117959 0.00825293 0.00577161 0.0271891 0.00442827 0.00908535 0.00717463 0.00359136 0.00196167
threshold=-0.54365999999999992 0.079225000000000018 0.083875000000000019 -0.087359999999999993 0.083955000000000016 -0.086414999999999992 -0.043929999999999997 0.084380000000000024 0.091025000000000023 0.093595000000000025 0.090085000000000012 0.11408000000000003 0.15116500000000005 0.084270000000000025 0.083980000000000013 0.10850000000000003 0.0040650000000000018 -0.0065449999999999996
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 -4 -7 17 10 -10 -9 12 13 14 -3 -16 -8 -6
right_child=1 11 4 -5 7 6 16 8 9 -11 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=0.0011630307094637059 0.00054231149570598599 -0.001601743619005578 -0.000831378613925808 -0.0016643947338652186 -0.00052619966007508517 0.005406265555594523 0.00041270774191621299 6.3445218697058374e-05 0.0013284802202937541 0.00021720382297104471 -0.0010434429580165026 -0.0011391670463950429 0.0021521831838407371 0.00047418255146052272 1.1855812266273075e-06 -0.00059158753843455928 -0.00061500553484226744 -0.0014835852202754072
leaf_weight=63 73 55 87 72 46 48 95 1415 117 510 70 67 47 67 429 378 52 46
leaf_count=63 73 55 87 72 46 48 95 1415 117 510 70 67 47 67 429 378 52 46
internal_value=0 1.33949e-05 0.000115478 -0.000547787 0.000154493 0.000686451 0.00136784 8.60578e-05 0.000134355 0.000425877 1.07174e-05 -0.000243327 -0.000180991 -0.000299912 -0.00036103 -0.000275456 4.35939e-05 -0.00101379
internal_weight=0 3674 2631 145 2486 282 195 2204 2112 627 1485 1043 976 929 862 807 147 92
internal_count=3737 3674 2631 145 2486 282 195 2204 2112 627 1485 1043 976 929 862 807 147 92
is_linear=0
shrinkage=0.0995203


Tree=5039
num_leaves=32
num_cat=0
split_feature=6 6 3 18 8 3 18 6 17 8 17 5 8 8 5 26 8 2 6 19 5 4 19 3 17 7 3 4 3 3 17
split_gain=0.00715869 0.0227276 0.0500824 0.0113848 0.0191665 0.0155769 0.0384779 0.0326528 0.0140311 0.0227346 0.0143834 0.013672 0.0112114 0.0133923 0.00985973 0.0106721 0.010177 0.00921656 0.00705783 0.00577735 0.00647422 0.00855268 0.010155 0.0110427 0.014923 0.00419947 0.00482296 0.00718948 0.00701125 0.013159 0.0110487
threshold=1.0000000180025095e-35 0.082060000000000022 0.092300000000000021 -0.020999999999999998 -0.084044999999999995 0.092300000000000021 -0.089024999999999993 0.091180000000000025 0.07134500000000002 -0.08569499999999998 0.052150000000000009 -0.072535000000000002 -0.083245 -0.052214999999999998 0.057175000000000011 0.095385000000000011 -0.077074999999999991 -0.085944999999999994 0.085760000000000017 -0.10411999999999999 0.12043500000000003 0.10343500000000001 0.0069650000000000016 0.12212000000000002 -0.55286000000000002 0.07988000000000002 -0.0043349999999999994 0.13179000000000005 0.08777500000000002 0.088185000000000027 0.11180000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 2 -2 4 -3 6 17 -8 10 -10 12 -12 18 -14 16 -16 -7 -6 -5 -1 25 22 23 24 -22 26 27 -21 30 -30 -28
right_child=1 3 -4 8 5 14 7 -9 9 -11 11 -13 13 -15 15 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 28 -29 29 -31 -32
leaf_value=0.00097218999366326401 0.0040384277348198905 -0.0012735119121564983 -0.00020144264303267057 -0.00069018716831856534 -0.00057578413814637463 -0.0016038220353221928 0.0011176252522085226 0.0043953158992080859 0.00040199619590235017 -0.0023361610725900423 -5.8573055032893481e-05 0.0022778826018913026 -0.0014378384178487594 1.5209667278001845e-05 -0.00024405417101311554 0.0018750075353631216 0.00022143664097628188 0.001152637277600226 0.00038501336581600435 3.4591123278238883e-05 0.0013493476173516217 -0.0014466453363627149 -0.0014549982140416784 0.0011888336766481562 -0.00059205242057356559 -0.00087823623223330974 -0.00068271094044573529 0.0015962494650026702 0.001692658557146811 8.750917105172882e-06 0.0008899990881986895
leaf_weight=50 47 57 66 74 91 53 78 50 53 68 47 51 118 132 47 46 69 46 323 83 46 70 60 59 260 54 284 46 48 1109 52
leaf_count=50 47 57 66 74 91 53 78 50 53 68 47 51 118 132 47 46 69 46 323 83 46 70 60 59 260 54 284 46 48 1109 52
internal_value=0 0.000196594 0.0015548 8.66187e-05 0.000446987 0.000653002 0.00116371 0.00240437 -0.000135898 -0.00113004 2.4468e-05 0.00114898 -0.000144595 -0.000667355 1.97104e-05 0.000795282 -0.000564794 0 0.000182536 -8.38303e-05 -0.000108528 -0.000424823 -0.000254597 -5.50277e-05 -0.000297533 -1.46236e-05 1.36233e-05 0.000597808 -3.63038e-05 7.93181e-05 -0.000436879
internal_weight=0 1516 113 1403 537 480 265 128 866 121 745 98 647 250 215 93 122 137 397 2221 2171 495 425 365 306 1676 1622 129 1493 1157 336
internal_count=3737 1516 113 1403 537 480 265 128 866 121 745 98 647 250 215 93 122 137 397 2221 2171 495 425 365 306 1676 1622 129 1493 1157 336
is_linear=0
shrinkage=0.0995203


Tree=5040
num_leaves=19
num_cat=0
split_feature=20 8 8 17 5 17 17 21 21 8 8 9 5 18 8 20 18 3
split_gain=0.0320905 0.00463317 0.00831635 0.0150701 0.0192508 0.00811573 0.00933554 0.00707893 0.0115782 0.00590782 0.00528261 0.0048264 0.00480683 0.00425013 0.00621139 0.0252178 0.0155622 0.00427824
threshold=-0.41270499999999993 -0.084044999999999995 -0.081415000000000001 -0.14384499999999997 -0.035924999999999999 -0.016659999999999998 0.0065250000000000013 -0.091104999999999992 -0.076335 -0.084674999999999986 -0.080924999999999983 -0.063329999999999984 0.26245000000000007 -0.085834999999999995 -0.086304999999999993 -0.080044999999999991 -0.019539999999999998 0.087675000000000017
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 -3 -5 -6 -7 -4 -9 12 -10 -12 13 17 16 -16 -15 -2
right_child=1 2 7 4 5 6 -8 8 10 -11 11 -13 -14 14 15 -17 -18 -19
leaf_value=0.0026469005530332349 -0.0010442438586428912 0.0021533691586358198 -0.0010437227536992508 0.0017027243650688403 0.00061496530162518238 -0.0016595121428247196 0.00010845209727768696 0.0016439302307294655 -0.00094644915613527249 -0.00092728234635987901 0.00060832359654065349 3.8480452155608667e-05 0.0008834320007610829 -0.0015508291283802145 0.0025325675719243463 -0.00019389139424797142 0 0.00013787080297603186
leaf_weight=48 83 53 55 71 71 56 61 47 50 78 162 1668 54 69 46 123 913 46
leaf_count=48 83 53 55 71 71 56 61 47 50 78 162 1668 54 69 46 123 913 46
internal_value=0 5.64612e-05 0.000143895 0.00062181 0.000305241 -0.000218177 -0.000730757 6.82499e-05 0.000100412 -8.50078e-05 6.1389e-05 8.93729e-05 -3.51456e-05 -7.45377e-05 -1.31e-05 0.000543378 -0.000109702 -0.000616369
internal_weight=0 3706 2294 312 259 188 117 1982 1927 1412 1880 1830 1334 1280 1151 169 982 129
internal_count=3754 3706 2294 312 259 188 117 1982 1927 1412 1880 1830 1334 1280 1151 169 982 129
is_linear=0
shrinkage=0.0995203


Tree=5041
num_leaves=19
num_cat=0
split_feature=20 8 8 26 17 3 3 21 21 3 3 17 8 5 8 18 8 8
split_gain=0.0260191 0.00376344 0.00675546 0.0141294 0.0278737 0.0323052 0.0223465 0.00574153 0.00938684 0.00513822 0.0289383 0.00928783 0.00478927 0.00389872 0.00367805 0.0145846 0.00936617 0.00574014
threshold=-0.41270499999999993 -0.084044999999999995 -0.081415000000000001 0.085005000000000011 -0.016659999999999998 0.088805000000000023 0.089655000000000026 -0.091104999999999992 -0.076335 0.086605000000000029 0.08785500000000003 -0.0069749999999999994 -0.084674999999999986 0.26245000000000007 -0.085605000000000001 -0.011039999999999999 -0.08595499999999999 -0.086404999999999996
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 -3 5 -5 -6 -4 -9 11 -11 -10 13 14 16 -16 17 -2
right_child=1 2 7 4 6 -7 -8 8 9 10 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=0.002383480442713479 -0.00011248695169972236 -0.00096494918608571205 -0.00093985124943449672 0.003948452580292308 -0.0010696410470799646 0.00038622082790401303 0.0012869470227898625 0.0014803260456634525 0.00090300208812552887 -0.0018479022199730001 8.3041979761048937e-05 -0.00023063494541202489 -0.00083499907503195223 0.00079551266963289249 -0.00058469522589182151 0.0017160469364099677 -0.0014813270399655868 0.00092029062297359528
leaf_weight=48 1067 50 55 50 85 52 75 47 174 81 1505 120 78 54 58 51 48 56
leaf_count=48 1067 50 55 50 85 52 75 47 174 81 1505 120 78 54 58 51 48 56
internal_value=0 5.08668e-05 0.000129681 0.00056045 0.000854681 0.00214044 2.98933e-05 6.14577e-05 9.04617e-05 5.52796e-05 -1.50589e-05 0.000437509 -7.65985e-05 -3.16406e-05 -6.71757e-05 0.000484289 -0.000119207 -6.0257e-05
internal_weight=0 3706 2294 312 262 102 160 1982 1927 1880 1586 294 1412 1334 1280 109 1171 1123
internal_count=3754 3706 2294 312 262 102 160 1982 1927 1880 1586 294 1412 1334 1280 109 1171 1123
is_linear=0
shrinkage=0.0995203


Tree=5042
num_leaves=15
num_cat=0
split_feature=20 9 9 18 9 3 9 9 1 1 20 8 3 3
split_gain=0.0210972 0.00425489 0.00463983 0.00878879 0.0142676 0.0105039 0.00829835 0.0144718 0.00486934 0.0196341 0.00643656 0.00411661 0.00500827 0.00523085
threshold=-0.41270499999999993 0.11201500000000002 0.098720000000000016 0.0020050000000000003 0.10125500000000003 0.11426500000000002 0.097680000000000031 0.09697500000000002 -0.093734999999999999 -0.10771499999999999 -0.0078249999999999986 0.085560000000000011 0.11642500000000001 0.10134000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -6 7 8 9 -2 -10 12 13 -3
right_child=1 11 3 -5 5 -7 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=0.0021462761708680479 8.7937520307348742e-05 0.00035669253235533877 -0.0021264019206366112 0.00050066495016012989 0.00051135751709104375 -0.0013524626183686835 0.0012837426353881998 -0.0017242863105957171 0.00018240415617665797 0.0018826656902281213 -0.00013729029895294907 0.0010207759990759836 0.00074238182978921658 -0.0010261805419430566
leaf_weight=48 448 58 54 76 79 48 53 46 1078 70 1480 81 85 50
leaf_count=48 448 58 54 76 79 48 53 46 1078 70 1480 81 85 50
internal_value=0 4.57825e-05 1.54045e-05 -0.000390963 -0.000769872 -0.000186633 4.85558e-05 2.73246e-05 5.37852e-05 0.000332049 -2.24368e-06 0.000423296 0.000168298 -0.000275947
internal_weight=0 3706 3432 257 181 127 3175 3122 3076 518 2558 274 193 108
internal_count=3754 3706 3432 257 181 127 3175 3122 3076 518 2558 274 193 108
is_linear=0
shrinkage=0.0995203


Tree=5043
num_leaves=19
num_cat=0
split_feature=20 9 5 5 3 30 29 1 1 1 9 9 1 2 0 4 9 4
split_gain=0.0171047 0.00352651 0.0063265 0.00809998 0.0069142 0.0111253 0.00548073 0.0049957 0.00479523 0.00840489 0.00562673 0.00833472 0.017761 0.00629096 0.0105455 0.0045938 0.0128094 0.00445951
threshold=-0.41270499999999993 -0.063329999999999984 -0.41397 -0.11065499999999999 0.12732500000000005 0.084540000000000018 -0.077259999999999995 -0.52333999999999992 -0.093734999999999999 -0.098224999999999993 0.11690000000000002 0.11351500000000002 0.50996500000000011 -0.049174999999999996 -0.063914999999999986 0.10739000000000003 0.095950000000000021 0.094995000000000024
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 -2 -3 9 15 11 12 -10 14 -12 16 -9 -7
right_child=1 7 3 4 -6 17 -8 8 10 -11 13 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0019326783818770562 0.00058841943772985341 -0.00092370432370065191 0.0016963504981659678 0.0019463741368904192 -0.00069439389993894375 -0.00064355264891591973 -0.00070167759732322381 0.00034986502125886672 -7.0591644481706991e-05 0.0015577838935244065 2.4033817080407821e-05 -0.0013328960942401696 0.0018814879194304936 -0.00015935890505086063 0.0021278466598057236 0.0010772566132598511 -0.0011364062719612293 0.00070002259983394273
leaf_weight=48 52 56 55 46 49 46 86 283 2546 49 49 50 47 72 47 49 72 52
leaf_count=48 52 56 55 46 49 46 86 283 2546 49 49 50 47 72 47 49 72 52
internal_value=0 4.12922e-05 0.000326059 0.00062744 0.000318586 0.000668965 -0.000209622 7.93725e-06 2.41721e-05 0.000324782 -2.39807e-05 -5.97583e-05 -3.48931e-05 0.000534004 0.00106255 0.000173208 4.6118e-05 6.10115e-05
internal_weight=0 3706 386 248 193 144 138 3320 3264 453 2811 2643 2593 168 96 404 355 98
internal_count=3754 3706 386 248 193 144 138 3320 3264 453 2811 2643 2593 168 96 404 355 98
is_linear=0
shrinkage=0.0995203


Tree=5044
num_leaves=11
num_cat=0
split_feature=18 20 30 6 20 17 2 9 1 9
split_gain=0.0271255 0.0247419 0.00666687 0.00881368 0.00855155 0.00426069 0.0126242 0.00531279 0.00683795 0.00595187
threshold=0.26473000000000008 0.24030500000000005 0.12076500000000003 0.14653500000000005 -0.24910499999999999 0.51362000000000008 -0.076034999999999991 0.11222500000000002 1.0000000180025095e-35 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -7 9 -9 -1
right_child=-2 -3 -4 4 -6 6 -8 8 -10 -11
leaf_value=2.1858170507626115e-05 -0.0020362121959477384 -0.0018565750147944227 0.0011363360253153483 -3.8477850052571164e-05 -0.001687173166559 -0.00038452480176692837 0.001616198353314418 -0.00011920085853272055 0.0010548526381771505 -0.00037840574233556135
leaf_weight=2682 68 72 51 67 60 63 61 91 104 426
leaf_count=2682 68 72 51 67 60 63 61 91 104 426
internal_value=0 -2.98352e-05 6.42184e-06 -9.56213e-06 -0.000823835 2.03749e-05 0.0005931 -8.78348e-07 0.000502763 -3.27409e-05
internal_weight=0 3677 3605 3554 127 3427 124 3303 195 3108
internal_count=3745 3677 3605 3554 127 3427 124 3303 195 3108
is_linear=0
shrinkage=0.0995203


Tree=5045
num_leaves=8
num_cat=0
split_feature=10 18 4 18 3 2 20
split_gain=0.0220138 0.0228191 0.00687369 0.00665337 0.0063344 0.00501418 0.00548566
threshold=0.093790000000000026 0.26473000000000008 0.14903500000000006 0.15374500000000005 -0.14674999999999996 0.31852000000000008 -0.07650499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.0010494802684573677 -0.0018615613585914995 -0.0018335679437229235 0.0010128693292413107 -0.00088734223483804848 -0.00020465796723836963 -0.00077243352157344871 8.6727784795047333e-05
leaf_weight=57 66 68 66 84 865 83 2456
leaf_count=57 66 68 66 84 865 83 2456
internal_value=0 -2.73681e-05 6.41836e-06 -1.20886e-05 8.91767e-06 -8.26608e-06 1.05859e-05
internal_weight=0 3679 3611 3545 3461 3404 3321
internal_count=3745 3679 3611 3545 3461 3404 3321
is_linear=0
shrinkage=0.0995203


Tree=5046
num_leaves=13
num_cat=0
split_feature=22 18 11 0 3 26 26 3 29 26 9 2
split_gain=0.020028 0.0184912 0.00584881 0.0107211 0.010449 0.00412833 0.0269387 0.0295635 0.0067437 0.00463364 0.0178518 0.00589795
threshold=0.13160500000000006 0.26473000000000008 -0.11166 -0.059114999999999994 0.15108000000000005 0.083400000000000016 0.0054200000000000012 0.08511500000000001 0.0044100000000000016 0.084355000000000027 0.083925000000000013 -0.086554999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 -8 -4 10 -7 -11
right_child=-2 -3 4 -5 -6 9 7 -9 -10 11 -12 -13
leaf_value=-0.00012732057025041906 -0.0019054012020797216 -0.0016510909065772842 6.6510624586501373e-05 0.0018004602873447752 -0.0011876085827418816 -0.0020060203456657307 0 0.0032994811830510174 -0.001016263203972219 0.00034521109674759008 0.00039784305283632786 -0.00011565449460680965
leaf_weight=65 57 68 1122 50 74 55 53 54 60 328 68 1691
leaf_count=65 57 68 1122 50 74 55 53 54 60 328 68 1691
internal_value=0 -2.51342e-05 5.18256e-06 0.000703727 -1.75033e-05 7.495e-06 0.000148437 0.00166062 1.08549e-05 -7.69383e-05 -0.0006704 -4.03783e-05
internal_weight=0 3688 3620 115 3505 3431 1289 107 1182 2142 123 2019
internal_count=3745 3688 3620 115 3505 3431 1289 107 1182 2142 123 2019
is_linear=0
shrinkage=0.0995203


Tree=5047
num_leaves=11
num_cat=0
split_feature=20 17 6 2 6 20 9 4 9 0
split_gain=0.0182338 0.0172131 0.00562808 0.0123029 0.00590815 0.00513174 0.0047458 0.0102344 0.00793152 0.00297391
threshold=0.24030500000000005 -0.57205499999999987 -0.48214499999999999 -0.0023849999999999995 -0.46637499999999998 -0.23803499999999997 0.083795000000000022 0.090595000000000023 0.08401500000000002 -0.08076499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 9 7 -7 -8 -6
right_child=-2 2 4 -5 5 6 8 -9 -10 -11
leaf_value=-0.0018155425299479211 -0.0016172002417784307 0.0019302018999115588 -0.001075315386895352 -0.00035940000059861589 -0.0012716541700726349 0.00054417710762049082 -0.0011436278242921837 -0.00010348783852450421 -2.0197613566158665e-05 -0.00012975250691635605
leaf_weight=52 72 46 51 46 48 469 64 495 2356 46
leaf_count=52 72 46 51 46 48 469 64 495 2356 46
internal_value=0 -1.76637e-05 7.92896e-06 0.000776503 -1.18756e-05 3.48291e-06 2.38649e-05 0.000210761 -5.02465e-05 -0.00072156
internal_weight=0 3673 3621 92 3529 3478 3384 964 2420 94
internal_count=3745 3673 3621 92 3529 3478 3384 964 2420 94
is_linear=0
shrinkage=0.0995203


Tree=5048
num_leaves=16
num_cat=0
split_feature=2 2 8 26 26 1 19 4 5 5 1 6 10 3 18
split_gain=0.00765422 0.0398784 0.00601737 0.00627361 0.00827751 0.00604914 0.00698562 0.00881847 0.0063753 0.0151514 0.00969272 0.00408296 0.00653782 0.00369811 0.00556387
threshold=-0.11700999999999999 -0.14091999999999996 0.24853500000000003 -0.22491999999999998 -0.126245 -0.14482999999999999 0.072660000000000016 0.094025000000000011 -0.0087549999999999989 -0.010074999999999999 -0.07002499999999999 -0.16169999999999998 0.086275000000000018 0.10457000000000002 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -2 -5 6 7 -6 9 -7 -10 -1 13 14 -13
right_child=2 -3 -4 4 5 8 -8 -9 10 -11 -12 12 -14 -15 -16
leaf_value=-0.00076406092279542666 -0.00080048082468865158 -0.0031366978803845352 0.001167650758936372 0.0013265432394941649 0.0015283282172910578 4.9590485909277866e-05 -0.00024844460174258085 7.8268764532335813e-05 -0.00059804514860743556 0.0015963462447977663 3.2140610511743841e-05 -0.00070748157319365751 0.00084533910879854793 -0.00093354805452349051 0.00065346515458619703
leaf_weight=61 87 47 47 50 92 1850 81 78 387 65 638 51 87 50 71
leaf_count=61 87 47 47 50 92 1850 81 78 387 65 638 51 87 50 71
internal_value=0 -0.000429618 4.89408e-05 3.28957e-05 5.55191e-05 3.53468e-05 0.000504331 0.000867822 -4.41392e-06 0.000102519 -0.000204994 -2.94569e-05 0.000140397 -0.000211413 7.78347e-05
internal_weight=0 367 3375 3328 3241 3191 251 170 2940 1915 1025 320 259 172 122
internal_count=3742 367 3375 3328 3241 3191 251 170 2940 1915 1025 320 259 172 122
is_linear=0
shrinkage=0.0995203


Tree=5049
num_leaves=15
num_cat=0
split_feature=28 9 5 26 0 9 8 9 26 6 9 9 6 9
split_gain=0.0102921 0.00408435 0.00588283 0.00561578 0.00640684 0.0045028 0.0121707 0.00666912 0.00721321 0.0177118 0.00691848 0.0129351 0.00463775 0.00241011
threshold=0.083225000000000021 0.11222500000000002 -0.24120999999999998 0.15222000000000005 -0.061654999999999995 0.10591500000000002 -0.045194999999999999 0.10125500000000003 -0.126245 -0.0087049999999999992 0.098720000000000016 0.097510000000000027 -0.049814999999999991 0.08758500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 7 -7 8 9 13 11 -10 -9 -1
right_child=-2 2 3 -5 -6 6 -8 12 10 -11 -12 -13 -14 -15
leaf_value=0.00061962948655317721 -0.0012023286943157936 0.0011561314947044553 0.00042840007620710264 0.00091839349601490242 -0.00096960489224296386 0.00049608418791435491 -0.0017160234034370211 0.0014966977346637974 2.0124618758262593e-05 -0.0020330717162410886 -0.00095940818961062324 0.0015893503584396272 9.9676078227416148e-05 -0.000327207992804661
leaf_weight=50 69 74 65 58 64 46 52 50 2930 59 69 53 47 56
leaf_count=50 69 74 65 58 64 46 52 50 2930 59 69 53 47 56
internal_value=0 2.44711e-05 0.000403948 0.000101915 -0.000258838 -4.31703e-06 -0.000669334 1.51015e-05 -9.16173e-06 -0.000650263 2.52299e-05 4.82801e-05 0.00082823 0.000111691
internal_weight=0 3673 261 187 129 3412 98 3314 3217 165 3052 2983 97 106
internal_count=3742 3673 261 187 129 3412 98 3314 3217 165 3052 2983 97 106
is_linear=0
shrinkage=0.0995203


Tree=5050
num_leaves=32
num_cat=0
split_feature=27 27 5 29 3 6 3 3 18 18 18 8 5 18 6 0 0 0 8 18 18 26 6 3 26 3 3 0 21 3 0
split_gain=0.00990767 0.030599 0.00717116 0.00808885 0.0057676 0.0167361 0.00883432 0.0141672 0.0112674 0.0214345 0.0129254 0.0171566 0.0115832 0.00768824 0.00755436 0.00785478 0.00695038 0.0142165 0.0103266 0.0197243 0.00938024 0.00516838 0.00495093 0.00491249 0.00782266 0.011014 0.00652136 0.0103868 0.00737326 0.0047535 0.00438657
threshold=0.085370000000000015 0.090305000000000024 -0.41397 -0.079250000000000001 0.08544000000000003 0.088155000000000025 0.090995000000000006 0.090595000000000023 0.084900000000000017 0.089775000000000021 -0.020999999999999998 -0.083294999999999994 -0.095169999999999991 -0.033709999999999997 -0.25061999999999995 -0.12469 -0.086474999999999996 -0.084894999999999984 -0.086404999999999996 -0.015440000000000001 -0.093649999999999997 0.086580000000000032 0.083720000000000031 0.092900000000000024 0.09271500000000002 0.091975000000000015 0.10960500000000002 -0.15629499999999999 0.10940500000000002 -0.0043349999999999994 -0.063914999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 7 8 10 -10 13 -12 -11 -6 15 -8 18 -18 21 -20 -19 22 -1 24 25 -16 27 -25 -28 -22 -4
right_child=1 2 30 -5 6 -7 14 -9 9 12 11 -13 -14 -15 23 -17 17 20 19 -21 29 -23 -24 26 -26 -27 28 -29 -30 -31 -32
leaf_value=0.00049157674314008622 -0.0021992616535855699 0.0002413804216390786 0.0011207935757151057 -0.0013726035281299588 -0.00019622799855878331 0.0016809520909322783 0.00024463388571292159 -0.0017672102222334324 0.0020968352264876173 0.0012679829145787885 -0.00041594434806515977 -0.0023476703107727505 -0.00050582718154656764 0.0011545356362471578 -0.00048187435412760146 -0.0014973614587849178 0.0020234552660963502 0.0013696955593236497 -0.0024580951590426597 0.00030000445985525103 0.00042109940925805434 0.0011355747012698465 -0.00076250713549128946 -0.0014484631082752482 0.0015422503075637607 0.0011460703564118717 0.00062469041056725024 1.6753062800426691e-05 -8.9289494247657278e-05 -0.00065104310949346401 -3.2404326991533524e-05
leaf_weight=67 81 64 65 58 443 79 46 57 58 48 157 65 151 46 92 56 49 48 49 53 69 47 58 51 64 74 380 778 227 99 63
leaf_count=67 81 64 65 58 443 79 46 57 58 48 157 65 151 46 92 56 49 48 49 53 69 47 58 51 64 74 380 778 227 99 63
internal_value=0 -0.000518105 2.33153e-05 -0.000519214 5.21753e-05 0.000327321 -8.41242e-06 -0.000241144 -0.000150436 0.00041284 -0.000355191 -0.000985228 -7.38596e-05 -6.74881e-05 0.000126051 -0.00070373 0.000127403 0.000491759 -0.000221996 -0.00101694 0.0001405 0.000244664 -8.37692e-05 0.000177345 0.000605134 0.000238905 0.000108257 -7.23995e-05 0.000356334 -0.000205826 0.000546809
internal_weight=0 331 250 122 3411 618 2793 1025 968 257 711 222 199 489 1768 102 539 265 274 102 216 172 125 1666 230 166 1436 829 607 168 128
internal_count=3742 331 250 122 3411 618 2793 1025 968 257 711 222 199 489 1768 102 539 265 274 102 216 172 125 1666 230 166 1436 829 607 168 128
is_linear=0
shrinkage=0.0995203


Tree=5051
num_leaves=14
num_cat=0
split_feature=28 12 6 5 5 3 3 3 5 3 6 5 4
split_gain=0.00835703 0.0041038 0.00476206 0.010095 0.00437278 0.0102939 0.0245514 0.0135548 0.00997285 0.00724803 0.013806 0.0118034 0.00649736
threshold=0.083225000000000021 0.095920000000000019 -0.47287499999999999 -0.49053999999999998 -0.0087549999999999989 0.084550000000000028 0.082595000000000016 0.08511500000000001 -0.010074999999999999 0.084290000000000018 0.085570000000000021 -0.011764999999999999 0.10724500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -6 -7 9 10 -4 -11 -9
right_child=-2 -3 4 -5 5 7 -8 12 -10 11 -12 -13 -14
leaf_value=0.00039286316622580588 -0.0010834856817269682 0.00087533117690944122 6.3452535644820723e-05 -0.0016109147661967876 0.00012844581897459212 0.0016617705612007128 -0.0025767712755367647 -0.0001465035704919904 0.0013275197145419294 6.0564050360763484e-05 0.0017517549262663385 -0.0014475489107517135 0.00063003067914175364
leaf_weight=46 69 55 147 53 85 46 54 1188 66 1691 72 53 117
leaf_count=46 69 55 147 53 85 46 54 1188 66 1691 72 53 117
internal_value=0 2.19864e-05 8.78774e-06 -0.000671598 2.81617e-05 -0.000100994 -0.000916613 -1.64721e-05 0.000123411 8.25095e-05 0.000622249 1.42632e-05 -7.62559e-05
internal_weight=0 3673 3618 99 3519 1490 139 1351 2029 1963 219 1744 1305
internal_count=3742 3673 3618 99 3519 1490 139 1351 2029 1963 219 1744 1305
is_linear=0
shrinkage=0.0995203


Tree=5052
num_leaves=19
num_cat=0
split_feature=27 5 1 17 17 9 9 0 8 17 17 3 2 2 17 26 1 1
split_gain=0.0350577 0.00939354 0.00945687 0.0200285 0.0799483 0.00892494 0.0274122 0.00822976 0.00736583 0.00590943 0.00532068 0.00927021 0.00933139 0.022367 0.00870227 0.00817272 0.00480915 0.0134017
threshold=0.11410500000000003 0.63223000000000018 0.007210000000000002 -1.0000000180025095e-35 -0.10337499999999999 0.11408000000000003 0.10312000000000003 -0.062294999999999996 -0.073029999999999984 0.22924500000000006 0.066010000000000027 0.084685000000000024 -0.086254999999999984 -0.082275000000000001 0.043850000000000007 0.11275500000000002 0.0015850000000000003 -0.00080499999999999994
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 7 6 9 8 -4 -5 14 -12 -13 -14 16 -16 17 -1
right_child=-2 -3 3 5 -6 -7 -8 -9 -10 -11 11 12 13 -15 15 -17 -18 -19
leaf_value=-2.0618228675788471e-05 -0.0021580321570966211 -0.00105897578534388 0.00013632989648159792 -8.6937405760720946e-05 0.0038081112060141045 -0.0008544386101982898 0.0025082413779199029 0.00086899643761467781 -0.0015623248808805138 0.0007838439193012381 0.0015185447519049844 0.0011050761104725465 -0.0020366374378754828 0.0002260808880253933 -0.00012217583540775098 -0.0019370234735265656 -0.00079172278671288648 0.0016805335955722756
leaf_weight=1882 70 69 53 475 77 82 49 54 47 92 55 85 49 369 55 46 75 47
leaf_count=1882 70 69 53 475 77 82 49 54 47 92 55 85 49 369 55 46 75 47
internal_value=0 9.00783e-05 0.000112379 0.000385817 0.00118946 0.000118682 0.000249549 -0.00011455 -0.000653852 5.29097e-05 1.66813e-05 0.000290141 0.000154195 -3.72078e-05 -5.54193e-05 -0.000956846 -9.57964e-06 2.04059e-05
internal_weight=0 3661 3592 929 231 698 616 154 100 567 2663 558 503 418 2105 101 2004 1929
internal_count=3731 3661 3592 929 231 698 616 154 100 567 2663 558 503 418 2105 101 2004 1929
is_linear=0
shrinkage=0.0995203


Tree=5053
num_leaves=17
num_cat=0
split_feature=27 12 19 1 17 8 2 26 9 4 3 3 4 4 4 3
split_gain=0.0284271 0.00842223 0.00667365 0.0080074 0.0205752 0.0881058 0.0107827 0.0102929 0.0188813 0.00550879 0.00872486 0.0184858 0.00540063 0.0104828 0.00540105 0.00353255
threshold=0.11410500000000003 0.095920000000000019 -0.07525999999999998 0.0049450000000000015 -0.0065549999999999992 -0.082654999999999992 -0.072419999999999998 -0.088059999999999986 0.11351500000000002 0.10343500000000001 0.12168500000000003 0.10850000000000003 0.088720000000000021 0.094025000000000011 0.086205000000000018 0.14314000000000004
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 -5 -7 -6 -9 12 11 -11 14 -14 -4 -12
right_child=-2 -3 3 4 7 6 -8 8 -10 10 15 -13 13 -15 -16 -17
leaf_value=-0.00085831101724692205 -0.0019432642980845545 0.0013915077325038097 2.6848508386906633e-05 0.004944763764057114 0.0011184084591582717 -0.00057165226642987433 0.00094717232112342801 9.288695361358681e-05 -0.0018584833808631958 0 0.00093424856474908608 -0.0021393885575434384 0.0017639338300852886 1.9350317063149311e-05 -0.0010628496045135042 -0.00023950903812488452
leaf_weight=76 70 48 2167 48 80 96 89 538 54 96 46 68 52 102 46 55
leaf_count=76 70 48 2167 48 80 96 89 538 54 96 46 68 52 102 46 55
internal_value=0 8.10914e-05 6.34555e-05 8.34931e-05 0.000338867 0.00114493 0.000154601 5.81663e-05 -8.3727e-05 -4.00506e-06 -0.000434591 -0.000883957 4.38558e-05 0.000613747 3.82782e-06 0.000286969
internal_weight=0 3661 3613 3537 905 233 185 672 592 2632 265 164 2367 154 2213 101
internal_count=3731 3661 3613 3537 905 233 185 672 592 2632 265 164 2367 154 2213 101
is_linear=0
shrinkage=0.0995203


Tree=5054
num_leaves=18
num_cat=0
split_feature=22 30 1 3 3 1 2 1 2 20 20 6 21 6 1 4 2
split_gain=0.0173037 0.00860275 0.00845655 0.027356 0.0926472 0.0143274 0.00876391 0.0154571 0.0176248 0.0109003 0.0156329 0.0132899 0.00345413 0.009487 0.00659842 0.00535284 0.0055744
threshold=0.13160500000000006 0.12577500000000003 0.05309500000000001 0.092835000000000015 0.088805000000000023 0.5126750000000001 -0.071344999999999992 0.059230000000000012 -0.078289999999999985 -0.048779999999999997 -0.077044999999999988 -0.19631499999999999 0.11754000000000002 -0.045589999999999999 0.031740000000000011 0.11995000000000003 -0.077849999999999989
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 -5 -9 10 -8 -11 14 -14 15 16 -1
right_child=-2 -3 3 6 -6 -7 9 8 -10 11 -12 -13 13 -15 -16 -17 -18
leaf_value=-8.1384602277036585e-05 -0.0016516149783432704 -0.0012853034340625695 -0.00066655203737271955 -0.0019188101491165383 0.0053037928217063461 0.0014733084317059776 -2.4773009464563236e-06 0.00057341230831239355 -0.0014713914686339976 0.00054915890607066815 0.0021933495342317121 -0.0010297112428816286 0.0014754644850655783 -0.00037251035620743757 -0.0011184642922046838 -0.0010612665925278449 0.00022523852964804716
leaf_weight=1742 59 46 84 52 46 49 62 149 58 142 65 84 55 54 53 46 885
leaf_count=1742 59 46 84 52 46 49 62 149 58 142 65 84 55 54 53 46 885
internal_value=0 6.60399e-05 8.34091e-05 0.000371146 0.0014535 0.000115663 5.32373e-05 -0.000384867 0 0.000376998 0.00111493 -3.40556e-05 2.83821e-06 0.000552444 -1.88377e-05 2.65939e-06 2.16009e-05
internal_weight=0 3672 3626 791 179 133 612 259 207 353 127 226 2835 109 2726 2673 2627
internal_count=3731 3672 3626 791 179 133 612 259 207 353 127 226 2835 109 2726 2673 2627
is_linear=0
shrinkage=0.0995203


Tree=5055
num_leaves=18
num_cat=0
split_feature=27 12 19 1 1 3 2 3 3 3 17 17 8 18 17 26 1
split_gain=0.0227338 0.00693488 0.00503393 0.00606931 0.0352318 0.08073 0.00897566 0.00758508 0.012959 0.00931549 0.00386103 0.00889044 0.0190125 0.0120971 0.0056256 0.00802366 0.00394918
threshold=0.11301500000000002 0.095920000000000019 -0.07525999999999998 0.039665000000000013 0.067120000000000027 0.092835000000000015 -0.075899999999999995 0.093835000000000016 0.084065000000000015 0.10377500000000002 0.066010000000000027 0.11639500000000001 -0.08595499999999999 -0.082304999999999989 0.043850000000000007 0.11275500000000002 0.0099250000000000015
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 -5 -7 8 -6 -9 14 12 -12 -13 16 -16 -4
right_child=-2 -3 3 4 7 6 -8 9 -10 -11 11 13 -14 -15 15 -17 -18
leaf_value=-0.0007461386482639689 -0.0016684782972497423 0.0012594479760474093 0 0.0051524144188933602 0.00014945543883772408 -0.00057890126744815742 0.0011841340836719345 0.0012040829962760566 -0.0019834412558108177 -3.4824946793035571e-05 0.0024485014106826004 -0.0012802658217132262 -0.00012478816242073252 0.00023232072338623391 6.0913724390481448e-06 -0.0017534173129686468 -0.00088673079623825281
leaf_weight=76 76 48 2031 46 65 63 52 70 49 418 51 60 63 410 56 46 51
leaf_count=76 76 48 2031 46 65 63 52 70 49 418 51 60 63 410 56 46 51
internal_value=0 7.03409e-05 5.429e-05 7.175e-05 0.000320276 0.00162805 0.000211179 -2.8117e-05 -0.000760135 0.00014121 2.948e-06 0.000230529 0.00101924 3.74827e-05 -5.75322e-05 -0.000779387 -2.17743e-05
internal_weight=0 3655 3607 3531 763 161 115 602 114 488 2768 584 114 470 2184 102 2082
internal_count=3731 3655 3607 3531 763 161 115 602 114 488 2768 584 114 470 2184 102 2082
is_linear=0
shrinkage=0.0995203


Tree=5056
num_leaves=19
num_cat=0
split_feature=30 24 5 3 3 20 5 5 2 2 2 2 5 3 3 3 6 1
split_gain=0.00989934 0.0127511 0.0073077 0.00600418 0.00904829 0.0118663 0.0147344 0.0084473 0.0141816 0.032024 0.0177214 0.00831922 0.00395055 0.00392254 0.0158878 0.0110088 0.00970593 0.00458563
threshold=-1.0000000180025095e-35 -0.070455000000000004 -0.074569999999999984 0.093835000000000016 0.096510000000000026 -0.042414999999999994 -0.53313499999999991 -0.082179999999999989 -0.081734999999999988 -0.080604999999999996 -0.082954999999999987 0.15165000000000003 -0.06971999999999999 0.08888500000000002 0.089535000000000017 0.088475000000000012 0.091495000000000007 -0.050379999999999994
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 -6 8 10 -10 -3 -7 -4 15 -15 16 -14 -16
right_child=1 2 12 4 5 11 -8 -9 9 -11 -12 -13 13 14 17 -17 -18 -19
leaf_value=0.0014099712331506046 -0.0016399281085728971 -0.00025862626092014272 0.00074559315468219231 0.0013109303269340324 -0.0021797106111993846 0.00061836709639808687 -0.00021688092449320586 -0.0013549832356898337 -0.0023730275364334421 -0.00015094173845398449 0.0017102277705536668 -0.00075114000361229858 2.202887355134962e-05 -0.0013631563699590375 -0.00014657246912096165 0.0014992450475772581 0.0011436335110760138 0.00022514496396057327
leaf_weight=48 48 134 89 50 47 227 202 82 82 301 68 54 774 84 624 63 85 692
leaf_count=48 48 134 89 50 47 227 202 82 82 301 68 54 774 84 624 63 85 692
internal_value=0 -2.83391e-05 -6.96816e-06 -0.000202766 3.01045e-05 -8.91836e-05 -0.000590663 -0.000406489 -0.000272138 -0.000628826 0.000400104 0.000352274 9.39613e-05 6.86323e-05 -3.58329e-05 0.000228144 0.000133967 4.82678e-05
internal_weight=0 3706 3658 1247 580 530 249 667 585 383 202 281 2411 2322 1400 922 859 1316
internal_count=3754 3706 3658 1247 580 530 249 667 585 383 202 281 2411 2322 1400 922 859 1316
is_linear=0
shrinkage=0.0995203


Tree=5057
num_leaves=17
num_cat=0
split_feature=29 24 2 4 4 8 17 4 3 21 5 5 5 6 6 5
split_gain=0.0242713 0.012894 0.00585291 0.00570513 0.00932939 0.00906367 0.00794543 0.00712699 0.0161843 0.00456523 0.00387813 0.00607255 0.00454812 0.00385669 0.0084995 0.00476478
threshold=0.12951500000000005 -0.070599999999999996 0.091030000000000014 0.09939000000000002 0.089610000000000009 -0.49499500000000002 -0.067864999999999995 0.12868000000000004 0.11492500000000001 0.13765500000000006 -0.088935 -0.092864999999999989 -0.097345000000000001 0.090460000000000026 0.092980000000000021 -0.082179999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 6 -5 -4 8 -7 10 11 12 -3 15 -15 -12
right_child=-2 2 3 5 -6 7 -8 -9 -10 -11 13 -13 -14 14 -16 -17
leaf_value=-0.0016410097780458668 0.0022629176308224816 -0.00017801379286203127 -0.0011022966572210799 -0.0010850997917761151 -0.0018319872727703167 -0.00023145677319255911 0.00043234807674957766 -0.00047617634329041961 0.001933607716211544 0.00076171615802290212 0.00086977396882139172 -0.00097585126517436708 0.00061625418325050678 -0.00083271208274884824 5.5301802922445224e-05 0.00011577645125174517
leaf_weight=49 46 588 64 66 57 80 69 84 59 83 88 85 81 135 504 1616
leaf_count=49 46 588 64 66 57 80 69 84 59 83 88 85 81 135 504 1616
internal_value=0 -3.71643e-05 -1.54624e-05 -0.000339926 -0.000763886 -5.83658e-05 -0.000299973 0.00024184 0.000681638 3.31538e-05 1.33639e-05 -0.00018263 -8.06231e-05 7.67859e-05 -0.000131026 0.000155196
internal_weight=0 3708 3659 479 190 289 133 223 139 3180 3097 754 669 2343 639 1704
internal_count=3754 3708 3659 479 190 289 133 223 139 3180 3097 754 669 2343 639 1704
is_linear=0
shrinkage=0.0995203


Tree=5058
num_leaves=16
num_cat=0
split_feature=29 24 10 5 4 4 17 4 20 27 9 9 0 11 0
split_gain=0.0196813 0.0104548 0.00499755 0.00435958 0.00624909 0.00920066 0.00835856 0.00852635 0.00589686 0.00465631 0.00593702 0.00856904 0.00676434 0.00404767 0.00261031
threshold=0.12951500000000005 -0.070599999999999996 0.09056500000000002 -0.074569999999999984 0.10343500000000001 0.09939000000000002 -0.031185000000000001 0.10876500000000001 -0.15398499999999998 0.076710000000000014 0.094220000000000012 0.097035000000000024 -0.070134999999999989 -0.075149999999999981 -0.11896
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 8 7 -6 -5 10 12 -12 -3 -11 -15
right_child=-2 2 -4 4 6 -7 -8 -9 -10 13 11 -13 -14 14 -16
leaf_value=-0.0014776962117569073 0.0020377117326504449 -0.00030602871891796939 0.00080084131658310516 -0.0010103569393774044 -0.0015281289566758608 0.0013390258873745369 0.00055413170807915078 -0.00013587665602665254 9.3482946440553652e-05 -0.0004129197619772295 0.0012445058541783881 -0.00020143262511588869 -0.0013624343918291354 0.00014803967991040875 0.0010102025103002094
leaf_weight=49 46 742 73 49 82 58 62 96 2025 64 57 139 66 82 64
leaf_count=49 46 742 73 49 82 58 62 96 2025 64 57 139 66 82 64
internal_value=0 -3.34877e-05 -1.39236e-05 -3.0738e-05 4.74898e-05 0.000101998 -0.000433311 -0.000781851 6.70091e-05 -0.000184259 -0.00027378 0.000214893 -0.000393333 0.000239835 0.000531581
internal_weight=0 3708 3659 3586 2372 2132 240 178 2074 1214 1004 196 808 210 146
internal_count=3754 3708 3659 3586 2372 2132 240 178 2074 1214 1004 196 808 210 146
is_linear=0
shrinkage=0.0995203


Tree=5059
num_leaves=13
num_cat=0
split_feature=4 24 36 10 0 0 5 0 6 6 0 4
split_gain=0.0125721 0.0115926 0.00509062 0.00477048 0.00405873 0.00814926 0.0303343 0.00924054 0.00501639 0.0084681 0.00786354 0.00289735
threshold=0.15221500000000004 -0.070455000000000004 0.086430000000000021 0.09056500000000002 -0.084369999999999987 -0.08269 -0.039649999999999998 -0.082339999999999983 0.088845000000000021 0.08785500000000003 -0.088784999999999989 0.11995000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 -6 -7 9 -3 -10 -4
right_child=-2 2 11 -5 5 7 -8 -9 10 -11 -12 -13
leaf_value=-0.0015842124114380219 0.0013866561200367403 -0.00010297161219229115 -0.00015966078460067699 0.00083461659112343942 -0.0011411960728662065 -0.0013077669934582672 0.0015809719103683578 6.6043976464988028e-05 -0.00014118665871649572 0.0011341052216649714 -0.0014470895147516739 -0.0012361461411890984
leaf_weight=47 63 1385 52 68 59 50 128 1585 140 57 69 51
leaf_count=47 63 1385 52 68 59 50 128 1585 140 57 69 51
internal_value=0 -3.10939e-05 -1.08373e-05 8.996e-06 -6.93363e-06 9.52286e-05 0.000717728 2.35307e-05 -0.000120173 -5.35042e-05 -0.000576239 -0.000700626
internal_weight=0 3691 3644 3541 3473 1822 187 1635 1651 1442 209 103
internal_count=3754 3691 3644 3541 3473 1822 187 1635 1651 1442 209 103
is_linear=0
shrinkage=0.0995203


Tree=5060
num_leaves=21
num_cat=0
split_feature=3 5 4 8 9 9 5 4 1 1 5 5 2 1 8 8 26 3 3 3
split_gain=0.0153394 0.0263511 0.0621228 0.0112995 0.0260133 0.00910764 0.00601602 0.00359116 0.00351239 0.00925807 0.00856662 0.0266617 0.0106225 0.00790763 0.00567629 0.0127732 0.00566556 0.00549729 0.00638559 0.0066012
threshold=0.08400500000000001 -0.0060949999999999997 0.079795000000000019 -0.08569499999999998 0.083715000000000026 0.083760000000000015 0.62931500000000018 0.08024000000000002 -0.083284999999999984 -0.081889999999999991 -0.0073899999999999999 -0.011964999999999998 -0.082830000000000001 -0.087734999999999994 -0.087129999999999999 -0.080445000000000003 0.085570000000000021 0.084735000000000019 0.085355000000000028 0.086965000000000028
decision_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 7 -5 8 -1 10 -10 11 12 -2 14 16 -16 -12 -11 -19 -20
right_child=6 2 -4 5 -6 -7 -8 -9 9 17 13 -13 -14 -15 15 -17 -18 18 19 -21
leaf_value=-0.0011450078339599733 0.00085804779759906169 -0.0047366438586879285 0.00012931792651504133 -8.1032881658550264e-05 0.0021731637034298696 -0.0016394093655635786 0.00088621759917473328 5.1086774439829416e-05 0.0011369562817454461 0.0010794953248314222 -0.00026090798603960018 -0.0020920016357742796 -0.00083218284458822173 0.0011326497543063781 -0.0013562674562808928 2.6031924073614484e-05 0.0011838051214067321 -0.0011317262705566474 0.00061525918923618515 -3.0707502287568047e-05
leaf_weight=48 83 46 59 86 55 67 76 49 75 47 48 86 66 57 86 283 59 49 169 2138
leaf_count=48 83 46 59 86 55 67 76 49 75 47 48 86 66 57 86 283 59 49 169 2138
internal_value=0 -0.000634143 -0.00199464 -0.00016309 0.00044123 -0.00076881 1.08497e-05 -0.000532356 -9.39353e-06 4.7974e-05 -0.000195559 -0.000696248 0.000103861 2.36586e-05 -0.000107421 -0.000293912 0.000528059 1.36451e-05 -7.27014e-06 1.62582e-05
internal_weight=0 410 105 305 152 153 3322 97 3246 2478 768 235 149 533 476 369 107 2403 2356 2307
internal_count=3732 410 105 305 152 153 3322 97 3246 2478 768 235 149 533 476 369 107 2403 2356 2307
is_linear=0
shrinkage=0.0995203


Tree=5061
num_leaves=32
num_cat=0
split_feature=0 0 8 18 18 26 26 17 18 2 0 27 12 0 2 17 8 8 2 8 26 0 17 17 5 17 2 0 0 17 0
split_gain=0.00623132 0.0124209 0.0127013 0.0116723 0.0418155 0.0571476 0.00711501 0.00683029 0.00995295 0.00916743 0.00635558 0.00439816 0.00401398 0.00390941 0.0134078 0.0216906 0.0147861 0.018815 0.0161226 0.0184158 0.0145709 0.00738158 0.00491999 0.0204312 0.0123949 0.0279706 0.00942516 0.00830632 0.00376228 0.0192042 0.00615173
threshold=-0.075179999999999983 -0.072274999999999992 -0.067434999999999981 -0.091229999999999992 -0.096219999999999986 0.084585000000000021 1.0000000180025095e-35 -0.52313499999999991 0.022040000000000008 -0.082084999999999991 -0.083814999999999987 0.10153000000000002 -0.0091799999999999989 -0.083589999999999984 -0.075209999999999985 0.4039100000000001 -0.083674999999999986 -0.087374999999999994 -0.08237499999999999 -0.078054999999999999 0.089365000000000014 -0.084369999999999987 -0.0038549999999999999 -0.000475 -0.084089999999999984 -0.067414999999999989 -0.081915000000000002 -0.085794999999999996 -0.068189999999999987 -0.040589999999999994 -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 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 -1 8 9 -3 -8 12 -9 21 16 -16 17 -15 20 -20 -18 22 24 -24 25 -5 -26 -25 29 -14 -30
right_child=1 7 -4 13 5 -7 10 11 -10 -11 -12 -13 28 14 15 -17 18 -19 19 -21 -22 -23 23 27 26 -27 -28 -29 30 -31 -32
leaf_value=0.00077678151175038278 0.0017993406282994656 0.00038818385148107186 -0.00019481748752972589 0.00026494460707962 -0.0049616837640714777 -0.0003004224168982934 -0.00095852830887630284 -0.00099561279269995266 -0.00063673561165866668 0.0021852998993462801 0.00035455907609098644 0.00063536367148919564 -0.0016584120169780233 0.00024988125197798045 -0.0026689371289565153 -0.00010332228822717726 0.00033227538848006099 -0.0020822614886299657 0.0025454265610478175 0.00014544549715899498 -0.0015171246155311394 0.00092562636312337558 0.0019013481007009462 9.3478665234312624e-05 -0.00033014158697679274 -0.0022453566150809983 0.00054472794457381863 -0.0010630465093937782 0.00054166050788192598 0.00065433557989902195 -0.00018936288126459547
leaf_weight=87 83 76 50 90 46 61 80 54 46 46 66 74 75 69 55 82 141 67 57 73 60 85 60 750 303 85 204 67 157 67 416
leaf_count=87 83 76 50 90 46 61 80 54 46 46 66 74 75 69 55 82 141 67 57 73 60 85 60 750 303 85 204 67 157 67 416
internal_value=0 0.000139265 0.0010435 -0.000139454 -0.000683132 -0.00231198 6.13675e-05 1.95006e-05 0.000599619 0.0010725 -0.000359334 -9.51391e-05 -0.000166499 -5.68605e-05 -0.000273485 -0.00113929 -1.7738e-05 -0.000893023 0.000339423 0.00120404 -0.000215712 2.22287e-05 -2.65014e-05 0.000128809 -0.00022742 -0.000949667 2.02623e-05 -3.62958e-07 -0.000102736 -0.000561421 9.50634e-06
internal_weight=0 1144 133 2588 340 107 233 1011 168 122 146 843 769 2248 604 137 467 136 331 130 201 1644 1559 877 682 175 507 817 715 142 573
internal_count=3732 1144 133 2588 340 107 233 1011 168 122 146 843 769 2248 604 137 467 136 331 130 201 1644 1559 877 682 175 507 817 715 142 573
is_linear=0
shrinkage=0.0995203


Tree=5062
num_leaves=18
num_cat=0
split_feature=3 5 5 5 0 0 10 3 0 3 7 17 17 2 6 3 0
split_gain=0.0113455 0.0210175 0.0527102 0.00864335 0.00695948 0.00850734 0.00535737 0.00477365 0.00318766 0.00675861 0.00646869 0.00415104 0.00799234 0.0113643 0.00309374 0.00943963 0.00429038
threshold=0.08400500000000001 -0.0060949999999999997 0.066275000000000014 -0.019465 -0.086414999999999992 -0.11170000000000001 0.09056500000000002 0.083255000000000023 0.12433000000000002 0.10583000000000002 -0.074779999999999999 -0.53166999999999998 -0.54604999999999992 -0.08569499999999998 0.11816500000000002 0.097880000000000023 -0.077945
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 -5 10 -10 -2 12 13 -12 16 -16 -13
right_child=6 2 -4 7 -6 -7 -8 -9 9 -11 11 14 -14 -15 15 -17 -18
leaf_value=-0.0010270077801866706 0.001027505866282063 -0.0042834432365984705 0.00019828893520257125 -2.8462503724942362e-05 -0.001176368481407581 0.00065905600867371234 0.0009070388283250304 0.0013589423118915865 0.00031772391268455652 -0.0012680393033119501 0.00099515254919607166 -8.7128235790152726e-05 0.0014812482373864726 -0.00081951947819674609 -0.001583523024782084 -3.6321979466173762e-06 0.00019260047157237264
leaf_weight=49 61 46 59 48 85 75 65 48 48 58 65 1952 53 72 51 145 752
leaf_count=49 61 46 59 48 85 75 65 48 48 58 65 1952 53 72 51 145 752
internal_value=0 -0.000542346 -0.00175734 -0.000121385 -0.000482706 -6.0945e-07 1.23421e-05 0.000656713 -5.26204e-06 -0.000542235 1.2542e-05 -7.22959e-06 0.000443083 3.5481e-05 -3.70151e-05 -0.000418903 -9.03111e-06
internal_weight=0 410 105 305 209 124 3322 96 3257 106 3151 3090 190 137 2900 196 2704
internal_count=3732 410 105 305 209 124 3322 96 3257 106 3151 3090 190 137 2900 196 2704
is_linear=0
shrinkage=0.0995203


Tree=5063
num_leaves=27
num_cat=0
split_feature=3 18 17 0 4 8 17 10 18 18 8 6 4 17 17 3 18 8 8 6 18 6 6 18 20 18
split_gain=0.00920038 0.0622004 0.0131028 0.0186069 0.0281223 0.0108362 0.0121277 0.00434403 0.00358438 0.00606604 0.0106123 0.00819381 0.00685681 0.00556199 0.00998379 0.00940587 0.0168758 0.0144617 0.0315071 0.020451 0.00928739 0.00653593 0.0218633 0.0218514 0.00434453 0.00332139
threshold=0.08400500000000001 -0.095799999999999982 -0.0064000000000000003 -0.093765000000000001 0.12784500000000004 -0.082654999999999992 -0.068169999999999994 0.09056500000000002 -0.097059999999999994 -0.117225 -0.038994999999999995 -0.074569999999999984 0.088435000000000027 -0.0064000000000000003 -0.0090649999999999984 0.087625000000000022 -0.080424999999999996 -0.086844999999999992 -0.084044999999999995 0.085955000000000018 -0.070104999999999987 0.091495000000000007 0.089725000000000013 -0.087529999999999983 -0.073314999999999991 -0.010395
decision_type=2 2 2 2 2 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 6 -3 8 9 11 -11 -2 24 14 21 17 -17 19 -19 -15 -18 22 -10 -23 -13 -16
right_child=7 2 3 4 -6 -7 -8 -9 13 10 -12 12 -14 15 25 16 20 18 -20 -21 -22 23 -24 -25 -26 -27
leaf_value=-0.0035703079307639759 0.0011816118230700732 0.00030948672246606168 0.00060877415066186913 -0.0030427683686313819 0.00025342498401958449 -0.00040425847571604501 0.0024114783988399579 0.00081677043085828652 -0.00012979256322273239 8.2128468442798586e-05 0.0020284988733359163 -0.00040473459381941477 -0.0011649249446333454 -0.0011996351676623787 -0.00057888691509277448 -0.0014963556878796766 0.001200737132373067 0.0034041359725436949 9.081837120782477e-05 0.0013352585647249651 -5.1712942708916509e-06 -0.0025317904437519752 0.0017618455182911836 -0.00013586973742673954 0.00044464657989949386 -0.0018031313279250111
leaf_weight=56 53 67 71 54 48 67 47 65 877 70 47 107 55 72 47 73 67 48 71 56 1109 46 65 214 134 46
leaf_count=56 53 67 71 54 48 67 47 65 877 70 47 107 55 72 47 73 67 48 71 56 1109 46 65 214 134 46
internal_value=0 -0.000488372 0 -0.000620144 -0.00148359 0.000591104 0.00118328 1.11138e-05 -4.71334e-06 0.00025051 0.000871001 4.01489e-05 -0.000161469 -4.76201e-05 -0.000198806 8.27059e-05 -2.76378e-05 0.000643992 0.00143416 -8.42236e-05 6.28366e-05 -0.000121186 0 -0.000562912 6.41386e-05 -0.00119323
internal_weight=0 410 354 173 102 181 114 3322 3257 466 117 349 296 2791 1295 1496 1249 247 119 128 1176 1202 942 260 241 93
internal_count=3732 410 354 173 102 181 114 3322 3257 466 117 349 296 2791 1295 1496 1249 247 119 128 1176 1202 942 260 241 93
is_linear=0
shrinkage=0.0995203


Tree=5064
num_leaves=20
num_cat=0
split_feature=20 3 3 8 9 17 3 17 3 26 9 3 26 3 1 1 3 5 3
split_gain=0.0239304 0.00720106 0.00650781 0.0126091 0.0105151 0.0064921 0.0101178 0.0116014 0.00814833 0.0117476 0.0145643 0.00638386 0.0147794 0.00823818 0.0212623 0.00713307 0.00424686 0.0132549 0.00753957
threshold=-0.40431 0.085195000000000007 0.08622500000000001 -0.087245000000000003 0.085225000000000009 0.10932500000000002 0.084550000000000028 -0.01857 0.084290000000000018 0.088115000000000013 0.083715000000000026 0.086965000000000028 0.087745000000000031 0.087570000000000023 -0.079434999999999992 -0.011714999999999998 0.088185000000000027 -0.017704999999999995 0.088475000000000012
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 -5 6 8 -8 9 10 -2 12 15 14 -13 -4 17 -15 -18
right_child=1 2 11 4 -6 -7 7 -9 -10 -11 -12 13 -14 16 -16 -17 18 -19 -20
leaf_value=-0.0021068343627201683 -0.00012615443766074089 -0.001683866121507569 0.0022887730389160197 -0.00075059948532477984 0.0011790528662218318 0.0011969796528272358 -6.8173731633297226e-05 0.0019088413041352084 -0.001171747802990374 -0.0011078717647823716 0.0011916447400889666 0.00078232831451524858 -0.00076922999773359395 0.0015522636783502767 -0.0018819013124241504 0.00050790047798340116 -0.0011047323077660268 -0.00030313992251609207 1.5603366666680135e-05
leaf_weight=52 211 67 46 69 47 78 51 67 51 61 136 49 46 69 74 46 61 84 2384
leaf_count=52 211 67 46 69 47 78 51 67 51 61 136 49 46 69 74 46 61 84 2384
internal_value=0 4.2965e-05 -2.12322e-05 -0.000596694 2.41855e-05 0.000342364 0.000225417 0.00104743 1.2309e-05 0.000162323 0.000387973 1.53159e-05 0.000675815 -1.78816e-05 -0.000813886 0.00140724 1.94894e-05 0.00052826 -1.2013e-05
internal_weight=0 3697 3042 183 116 655 577 118 459 408 347 2859 138 2721 123 92 2598 153 2445
internal_count=3749 3697 3042 183 116 655 577 118 459 408 347 2859 138 2721 123 92 2598 153 2445
is_linear=0
shrinkage=0.0995203


Tree=5065
num_leaves=23
num_cat=0
split_feature=20 3 0 0 0 8 3 3 8 26 3 2 3 1 1 2 2 0 5 2 3 1
split_gain=0.0194036 0.0058299 0.0065557 0.02288 0.0192084 0.00794277 0.0115158 0.00527727 0.0102239 0.00540163 0.00517618 0.0144481 0.00666797 0.0172529 0.00464941 0.00866679 0.00756906 0.010969 0.00384593 0.00718109 0.00464801 0.00271619
threshold=-0.40431 0.085195000000000007 -0.086474999999999996 -0.085474999999999982 -0.087300000000000003 -0.089044999999999999 0.083725000000000022 0.08622500000000001 -0.087245000000000003 0.084355000000000027 0.086965000000000028 -0.08126499999999999 0.087570000000000023 -0.079434999999999992 -0.084059999999999996 -0.055654999999999996 -0.087444999999999995 -0.081604999999999997 -0.52786999999999995 0.08814000000000001 0.088185000000000027 -0.081594999999999987
decision_type=2 2 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 8 -3 -10 11 -9 13 -12 16 -16 -5 -18 19 -14 -20 -2
right_child=1 7 3 14 -6 6 -8 10 9 -11 12 -13 18 -15 15 -17 17 -19 20 -21 -22 -23
leaf_value=-0.0018971617208611848 -0.00068498698322372689 -0.001516287422546263 0.002656010231957663 -0.00025872143522221933 -0.0018934338419467668 0.00014410254580323717 0.0020713763637837967 -0.00015039514810322229 -0.00080930206094491635 0.00057844793813001784 0.00070447086936725766 0.0019606862793810297 -0.00031848131928493049 -0.0016946140624812594 -0.0012271238448459197 0.00050588308988818744 0.0022868548996840092 0.00021934000413403195 0.00052685431419174716 0.0012808074239224101 -4.2787150445361737e-05 0.00017564204339248332
leaf_weight=52 65 67 47 60 46 85 49 88 46 70 49 50 48 74 48 70 46 59 151 64 2335 80
leaf_count=52 65 67 47 60 46 85 49 88 46 70 49 50 48 74 48 70 46 59 151 64 2335 80
internal_value=0 3.8645e-05 0.000308043 0.000620528 -6.73029e-06 0.000301405 0.000854962 -1.90924e-05 -0.000537311 2.10761e-05 1.37916e-05 0.000608558 -1.60721e-05 -0.000732226 0.000279587 -0.000192132 0.000621898 0.00113291 1.75185e-05 0.000588089 -7.85774e-06 -0.000204512
internal_weight=0 3697 655 330 325 279 134 3042 183 116 2859 138 2721 123 283 118 165 105 2598 112 2486 145
internal_count=3749 3697 655 330 325 279 134 3042 183 116 2859 138 2721 123 283 118 165 105 2598 112 2486 145
is_linear=0
shrinkage=0.0995203


Tree=5066
num_leaves=17
num_cat=0
split_feature=20 9 9 9 18 21 21 29 8 29 21 11 2 4 4 4
split_gain=0.0157342 0.00491989 0.00790371 0.00674364 0.0215114 0.00421877 0.0102916 0.0094404 0.00824043 0.00751835 0.00623869 0.00349594 0.00339531 0.0088073 0.00436776 0.00885085
threshold=-0.40431 0.083795000000000022 0.083540000000000017 0.084115000000000009 -0.016464999999999997 0.086410000000000028 0.090095000000000022 -0.077709999999999987 -0.409445 0.0035350000000000004 0.083545000000000022 -0.075149999999999981 -0.021165 0.12498500000000003 0.10801000000000002 0.10300500000000003
decision_type=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 -8 -9 10 11 -2 13 14 15 -5
right_child=1 3 -4 12 -6 6 7 8 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0017083559188838368 -0.00032680177683557811 -0.0024041038615206433 0.0014446362355517908 -3.5376824955920397e-05 0.00062911334568238728 -0.0012724555980527059 -0.0010461876517962683 -0.00087061304625635683 0.00057697362372518678 -0.00063555704699944972 0.0014220064764230871 0.000410710974186501 -0.00077647404498704163 0.0011412195532494039 -0.00091766598075438159 0.0012099002538065136
leaf_weight=52 72 46 49 2224 46 63 58 46 243 75 56 486 56 66 53 58
leaf_count=52 72 46 49 2224 46 63 58 46 243 75 56 486 56 66 53 58
internal_value=0 3.48211e-05 0.000206014 -4.19583e-05 -0.000878598 0.000150044 -0.000101234 0.00010905 0.000343729 0.000300759 0.000416463 0.000314081 -1.0298e-05 7.23107e-06 -2.44711e-05 -3.36773e-06
internal_weight=0 3697 1148 2549 92 1099 410 347 289 689 614 558 2457 2401 2335 2282
internal_count=3749 3697 1148 2549 92 1099 410 347 289 689 614 558 2457 2401 2335 2282
is_linear=0
shrinkage=0.0995203


Tree=5067
num_leaves=23
num_cat=0
split_feature=6 3 0 6 0 5 6 4 4 17 18 2 0 0 2 21 0 18 18 18 17 5
split_gain=0.0214246 0.00408129 0.00555397 0.020496 0.0178869 0.00914601 0.0066826 0.0143851 0.00555886 0.00527838 0.00630761 0.00453759 0.00753401 0.0117175 0.013802 0.00498438 0.00514489 0.00450292 0.0112247 0.0105123 0.00338804 0.00459756
threshold=0.23663500000000004 0.085195000000000007 -0.086474999999999996 0.087075000000000027 -0.085474999999999982 -0.012164999999999999 0.085570000000000021 0.080000000000000029 0.10386500000000003 0.056905000000000011 0.083830000000000029 0.11241000000000002 -0.13417999999999999 -0.14824999999999997 0.13398000000000002 -0.091869999999999993 -0.19631499999999999 0.10189500000000003 0.11362500000000002 0.094870000000000024 -0.092649999999999996 -0.11517000000000001
decision_type=2 2 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 9 7 -6 -9 10 -1 15 13 14 -13 -3 -17 19 -19 -18 -14 -22
right_child=-2 11 4 -5 6 -7 -8 8 -10 -11 -12 12 20 -15 -16 16 17 18 -20 -21 21 -23
leaf_value=-0.00066415478881925354 -0.0021018493040890385 0.00081264346052302406 0.0023494561144665241 -0.0015668144032694295 -0.0016063875455611927 0.0014760008867730772 0.0010053615640505354 0.0011684679260339623 -5.5792940101225304e-05 0.0009649359367587811 0.00071873380803145234 0.0012121496334279837 0.00055540177875472744 0.0021224032290284417 -0.00095702879393493468 -0.00089419953503281388 -6.9191133136907147e-05 0.0012056850594961896 -3.2568226261412523e-05 -0.0013364934893123396 0.00030252918044686893 -0.00098299500193942168
leaf_weight=105 47 64 47 68 46 58 82 58 97 48 47 67 47 48 51 74 2110 94 312 67 46 66
leaf_count=105 47 64 47 68 46 58 82 58 97 48 47 67 47 48 51 74 2110 94 312 67 46 66
internal_value=0 3.63238e-05 0.000261546 -2.74137e-05 0.000549484 0.000375147 0.000247655 -5.73862e-05 0.000397036 5.1806e-05 -0.000231165 -1.19122e-05 0.000339207 0.000808922 0.000267686 -5.41512e-05 -7.53381e-05 -5.15617e-05 0.000252105 -0.00010857 -0.000146039 -0.000447703
internal_weight=0 3702 656 326 330 258 283 201 155 200 152 3046 325 166 118 2721 2657 2583 406 2177 159 112
internal_count=3749 3702 656 326 330 258 283 201 155 200 152 3046 325 166 118 2721 2657 2583 406 2177 159 112
is_linear=0
shrinkage=0.0995203


Tree=5068
num_leaves=22
num_cat=0
split_feature=18 17 26 26 0 23 26 9 21 17 3 17 17 26 9 2 0 7 4 11 4
split_gain=0.0173424 0.0278629 0.00883187 0.00966692 0.024482 0.00937571 0.00990196 0.0256365 0.0101118 0.0145325 0.00931837 0.00751182 0.0172475 0.0104095 0.00957132 0.0206496 0.0165943 0.00606166 0.00429828 0.00626178 0.00473271
threshold=0.19545000000000004 -0.21387500000000001 0.085635000000000031 0.086365000000000011 -0.086254999999999984 -0.022119999999999997 0.0054200000000000012 0.08203000000000002 0.086285000000000014 -0.016209999999999999 0.083815000000000014 0.11180000000000002 0.2590050000000001 0.096980000000000025 0.11351500000000002 -0.00070500000000000001 -0.064494999999999983 -0.230575 0.13491500000000003 -0.073574999999999988 0.11860000000000002
decision_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 -4 -1 17 -8 9 -9 -5 14 -13 -14 15 -12 -16 -7 20 -20 -19
right_child=1 -3 3 10 -6 6 7 8 -10 -11 11 12 13 -15 16 -17 -18 18 19 -21 -22
leaf_value=0.0012665923817039139 0.0032020396140867869 6.6012954653884662e-05 0.00037758480767852696 0.0010350738190721765 -0.0025411353485832026 0.0011635316518810014 0.0025515117176817047 -0.00062340794737188979 0.0012569951749699377 0.00071550542386971956 6.0548301225802836e-05 -0.0019783080937506021 0.00027301194055206313 -0.000956002283232277 -0.0020558790882169997 0.0021302258882969776 0.00028370428891238329 6.7678737770828111e-06 0.00025154243393206904 -0.0012560653016397548 0.00074580070989235727
leaf_weight=86 47 71 62 82 52 47 58 159 88 162 1088 61 201 103 55 50 65 1015 48 61 94
leaf_count=86 47 71 62 82 52 47 58 159 88 162 1088 61 201 103 55 50 65 1015 48 61 94
internal_value=0 0.00132205 9.53529e-05 -5.93246e-05 -0.000946581 0.000250566 0.000199644 0.000591461 0.000311505 4.97551e-05 0 -5.22965e-05 -0.000450054 -0.000140705 6.24594e-05 0.000152203 -0.000781783 5.43494e-05 1.08763e-05 -0.000584654 7.01473e-05
internal_weight=0 118 3637 1819 114 1818 1732 467 409 321 1705 1623 365 304 1258 1138 120 1265 1218 109 1109
internal_count=3755 118 3637 1819 114 1818 1732 467 409 321 1705 1623 365 304 1258 1138 120 1265 1218 109 1109
is_linear=0
shrinkage=0.0995203


Tree=5069
num_leaves=35
num_cat=0
split_feature=9 1 1 5 21 0 0 26 1 26 26 9 0 5 1 1 2 1 5 3 2 3 0 9 26 9 3 26 4 3 3 9 3 2
split_gain=0.0100803 0.0116453 0.0160204 0.0325707 0.0128418 0.00986128 0.01288 0.00930742 0.0322436 0.0118341 0.0097543 0.00784084 0.00762403 0.0240912 0.00690243 0.0115004 0.0264931 0.0171325 0.0157196 0.00984203 0.01872 0.00716178 0.0218861 0.0168834 0.00541241 0.0109885 0.00661227 0.00762628 0.00641114 0.00484344 0.024112 0.00799687 0.00724469 0.00486766
threshold=0.084595000000000017 -0.0084199999999999987 -0.076090000000000005 -0.02504 0.083050000000000027 -0.14075499999999999 -0.085605000000000001 0.087170000000000011 -0.090374999999999997 0.085635000000000031 0.084355000000000027 0.082335000000000019 -0.071799999999999989 -0.080724999999999991 -0.089520000000000002 -0.083284999999999984 -0.081864999999999993 -0.082039999999999988 -0.0060949999999999997 0.08920500000000002 -0.087245000000000003 0.10214500000000003 -0.073664999999999994 0.11351500000000002 0.12336000000000003 -0.20504500000000001 0.086605000000000029 -0.051374999999999997 0.087495000000000031 0.096775000000000014 0.10214500000000003 0.093335000000000015 0.10669500000000003 -0.083344999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 -5 -7 9 -9 10 -1 24 14 -14 19 16 18 -17 -16 20 -2 22 -19 -23 25 -3 27 -27 -28 33 -31 -32 -33 -15
right_child=12 11 3 5 -6 6 -8 8 -10 -11 -12 -13 13 29 15 17 -18 21 -20 -21 -22 23 -24 -25 -26 26 28 -29 -30 30 31 32 -34 -35
leaf_value=-0.00024838950312205786 -0.00029321677829677914 0.0016869486011234225 0.0034865353263197505 0.0018550161509324574 0.001400619377327973 -0.00069901264649145515 0.0010971949879373772 -0.00097286939410232305 0.0025959988692705088 -0.0016658486333985928 0.001316417844043193 -0.0011303046331671369 0.0018659487546933533 0.00010272153475981577 -0.0026187458370033763 0.0016374104507539729 0.0010414050839257249 -0.00016527227405059339 -0.00034714573551457311 -0.00055370075166035653 0.0020269780611039596 0.0008632721110578811 -0.0023845508727105683 -0.0011300309298821701 -0.00089573207285930073 -9.4441378022469826e-05 -0.00084499538707927182 0.0016653270006218609 0.00011397441012150357 0.0022678728778624804 0.0011310414305453183 -0.0013861645322043442 -5.7962520026797264e-05 -0.0013148803961877046
leaf_weight=221 65 46 51 53 82 72 87 48 52 48 48 54 84 47 75 55 48 1066 52 66 72 167 46 56 47 46 90 50 293 49 47 48 277 47
leaf_count=221 65 46 51 53 82 72 87 48 52 48 48 54 84 47 75 55 48 1066 52 66 72 167 46 56 47 46 90 50 293 49 47 48 277 47
internal_value=0 0.000333909 0.000595214 0.00122462 0.000261843 0.000676618 0.000278669 3.59478e-05 0.000874756 -0.000226078 2.77896e-05 1.45264e-05 -3.55532e-06 0.000302941 -0.00010786 -0.000179052 -0.000939829 -8.26815e-05 -0.00169509 0.000436955 0.000920181 -0.00015416 -0.000257813 0.000359041 0.000124036 0.000216889 7.4005e-05 0.000813578 -0.000109234 4.64139e-05 0.000192101 -7.91198e-05 -0.000256647 -0.000597371
internal_weight=0 1388 762 263 499 212 159 417 100 317 269 626 2367 599 1768 1565 175 1390 127 203 137 1335 1112 223 572 525 479 96 383 515 421 372 325 94
internal_count=3755 1388 762 263 499 212 159 417 100 317 269 626 2367 599 1768 1565 175 1390 127 203 137 1335 1112 223 572 525 479 96 383 515 421 372 325 94
is_linear=0
shrinkage=0.0995203


Tree=5070
num_leaves=18
num_cat=0
split_feature=20 17 17 17 26 21 11 4 1 1 5 17 6 17 26 5 4
split_gain=0.0137939 0.0258429 0.00459297 0.0126584 0.008048 0.00859798 0.00660418 0.0119663 0.00566889 0.0122229 0.0177877 0.0183288 0.0102658 0.0201611 0.00959994 0.00560326 0.00371045
threshold=-0.15398499999999998 -0.22965499999999997 0.11639500000000001 0.10178500000000003 -0.2382 0.13765500000000006 -0.075149999999999981 0.11785500000000003 -0.082635 -0.050379999999999994 -0.021739999999999999 0.22924500000000006 0.11690000000000002 0.40827500000000011 0.092300000000000021 -0.43873000000000001 0.084435000000000024
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 6 15 -8 -4 12 11 -11 13 -10 -13 -6 -3
right_child=2 16 8 -5 5 -7 7 -9 9 10 -12 14 -14 -15 -16 -17 -18
leaf_value=0.0030036291581536354 -0.00096918447099684656 -0.0002714742898113918 0.00055188096422152915 0.0017057436649943252 -0.001418388692357012 0.0011627532660732768 7.0084170203473726e-05 0.00094853132841478112 -0.0018102110346138677 -0.0016510194403747678 0.0018383609589118486 0.00052485954980235048 -0.0022781047741687274 0.00088057904524402471 -0.00093691243233585888 -0.00010607990751882333 0.00084113676325125455
leaf_weight=46 69 66 88 49 50 76 2486 164 57 72 46 179 47 53 59 95 53
leaf_count=46 69 66 88 49 50 76 2486 164 57 72 46 179 47 53 59 95 53
internal_value=0 0.00099897 6.77478e-05 0.00011839 9.16559e-05 0.000117437 8.87201e-05 0.000124757 -0.000182754 -0.000310369 9.95672e-06 -0.000258714 -0.00104193 -0.000506298 0.000159048 -0.000564246 0.000217179
internal_weight=0 165 3590 2989 2940 2871 2795 2650 601 513 356 310 157 110 238 145 119
internal_count=3755 165 3590 2989 2940 2871 2795 2650 601 513 356 310 157 110 238 145 119
is_linear=0
shrinkage=0.0995203


Tree=5071
num_leaves=17
num_cat=0
split_feature=18 9 26 26 0 3 11 9 9 26 9 9 17 3 3 3
split_gain=0.0127676 0.0200139 0.00537365 0.0077043 0.0209258 0.00693398 0.00668341 0.00807636 0.00689368 0.00785686 0.0204827 0.0064794 0.0176932 0.0164149 0.0122708 0.00427146
threshold=0.23251500000000005 0.09271500000000002 0.085635000000000031 0.086365000000000011 -0.086254999999999984 0.083815000000000014 -0.37931999999999999 -0.22988499999999998 0.11351500000000002 0.056820000000000016 0.08203000000000002 0.084115000000000009 -0.011514999999999999 0.084735000000000019 0.085965000000000028 0.14166500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -5 -1 -8 9 15 -11 12 -7 -13 -15 -9
right_child=1 -3 3 5 -6 11 7 8 -10 10 -12 13 -14 14 -16 -17
leaf_value=-0.00095573965783693547 0.0024852347793242542 -0.00031376526969806675 0.00037802178145514092 0.00089244223926875272 -0.0023200018247140279 0.00060535044420544483 0.0014954858902420664 5.208952081955292e-05 0.0010284544336918613 0.002484719387074329 0.0002622354325364017 0.0016236983720562641 -0.0018117198945839016 -0.0012463396994126161 1.3942035726959964e-05 -0.00073338760418962341
leaf_weight=49 55 46 62 82 52 53 48 1127 91 46 398 60 68 81 1364 73
leaf_count=49 55 46 62 82 52 53 48 1127 91 46 398 60 68 81 1364 73
internal_value=0 0.00120234 6.73234e-05 -5.33451e-05 -0.000845475 0 0.00018778 0.000219665 0.000183897 0.00013665 0.000494337 -4.55048e-05 -0.000746238 1.02893e-05 -5.6137e-05 3.62411e-06
internal_weight=0 101 3654 1822 114 1708 1832 1783 1735 1644 444 1626 121 1505 1445 1200
internal_count=3755 101 3654 1822 114 1708 1832 1783 1735 1644 444 1626 121 1505 1445 1200
is_linear=0
shrinkage=0.0995203


Tree=5072
num_leaves=24
num_cat=0
split_feature=8 8 8 18 18 3 0 0 0 8 0 2 18 4 5 18 8 9 0 4 8 18 9
split_gain=0.00517198 0.012209 0.0196056 0.00969438 0.00754643 0.00547554 0.00528165 0.00807606 0.00894259 0.0210719 0.0154765 0.00709431 0.00610178 0.00516327 0.00420986 0.00506913 0.00952531 0.00787036 0.00609686 0.00820098 0.00668682 0.00500326 0.00264468
threshold=-0.092094999999999996 -0.088734999999999994 -0.089779999999999985 0.13474500000000003 0.19545000000000004 0.084855000000000028 -0.23058999999999999 -0.084369999999999987 -0.085794999999999996 -0.085089999999999985 -0.086414999999999992 0.097285000000000024 0.089775000000000021 0.095805000000000015 -0.50126999999999999 0.083830000000000029 -0.09602999999999999 0.084235000000000018 -0.100285 0.11541000000000003 -0.26194999999999996 0.096280000000000018 0.085465000000000027
decision_type=2 2 2 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 14 6 -2 13 8 10 -10 -8 12 -9 -3 22 16 18 -17 20 -20 -16 -19 -1
right_child=1 4 -4 -5 -6 -7 7 11 9 -11 -12 -13 -14 -15 15 17 -18 21 19 -21 -22 -23 -24
leaf_value=0.00098941351584027129 -0.00060040419540013392 0.0013727742901429515 0.0023904794467463578 -0.0014463021115537085 0.00093029847552583201 0.00067072861512134957 -0.00028409074981049893 0.0001961198859379017 -0.0021904282477324148 5.1526511142948525e-05 0.0014594887064915845 -0.00085253162325455746 -0.00028839928318308424 4.7696396522814494e-05 -0.0016207849716532677 -0.00060407437025799236 -0.0015973434265089872 0.0014839407696658007 -0.00039387370077747673 0.0011411840813260281 -0.00018428756283490091 2.0265928502678728e-05 -4.0398849421283184e-05
leaf_weight=47 55 50 55 63 81 85 741 1315 76 90 54 81 319 73 50 70 62 49 84 58 94 46 49
leaf_count=47 55 50 55 63 81 85 741 1315 76 90 54 81 319 73 50 70 62 49 84 58 94 46 49
internal_value=0 3.50853e-05 0.000797262 -0.000269592 -1.62362e-05 0.000165508 -4.39203e-05 -7.35018e-05 -0.000304595 -0.000969979 -0.000164629 5.55137e-05 0.000101028 0.000593002 -0.000146519 -0.000260727 -0.000476815 0.000190062 -0.000231041 0.000227357 -0.000688757 0.000783831 0.000455253
internal_weight=0 3075 195 672 2880 140 2799 2676 961 166 795 1715 1634 123 609 513 348 165 286 142 144 95 96
internal_count=3747 3075 195 672 2880 140 2799 2676 961 166 795 1715 1634 123 609 513 348 165 286 142 144 95 96
is_linear=0
shrinkage=0.0995203


Tree=5073
num_leaves=9
num_cat=0
split_feature=18 21 27 26 29 0 0 0
split_gain=0.00550515 0.00821503 0.00496307 0.0034844 0.0083152 0.00449956 0.0182524 0.00501728
threshold=0.24916000000000005 0.15544000000000005 -0.086859999999999993 -0.23202999999999999 -0.08570499999999999 -0.084369999999999987 -0.08269 -0.085794999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 -6
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=-0.00086111595499394782 -0.0007907659883270101 0.0010932637683611463 -0.00070290327576499596 0.00097774977583465345 -7.0978958506667575e-05 0.0010587490806869672 -9.6527706797404146e-06 -0.00062090807850762411
leaf_weight=68 89 67 69 86 1353 175 1652 188
leaf_count=68 89 67 69 86 1353 175 1652 188
internal_value=0 1.20081e-06 -1.89467e-05 -2.45898e-06 1.12967e-05 -1.31381e-05 9.22365e-05 -0.000138601
internal_weight=0 3658 3591 3523 3454 3368 1827 1541
internal_count=3747 3658 3591 3523 3454 3368 1827 1541
is_linear=0
shrinkage=0.0995203


Tree=5074
num_leaves=17
num_cat=0
split_feature=20 18 0 2 20 4 20 4 6 0 0 6 0 0 26 6
split_gain=0.00500499 0.0053502 0.00480139 0.00699575 0.0173735 0.0171396 0.0108184 0.00494494 0.00481577 0.00391983 0.0127964 0.0190811 0.00720018 0.00432091 0.0274038 0.00708135
threshold=-0.24350999999999998 0.26473000000000008 -0.23058999999999999 0.084895000000000012 -0.069434999999999983 0.10022000000000002 -0.0033999999999999998 0.085990000000000025 -0.087825 -0.084369999999999987 -0.08269 0.088565000000000019 -0.082339999999999983 -0.085794999999999996 0.08896500000000003 0.085955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 9 5 -5 -6 -8 -2 13 11 -11 -12 15 -15 -4
right_child=1 -3 3 4 6 -7 7 -9 -10 10 12 -13 -14 14 -16 -17
leaf_value=0.00075283217700254244 3.2814783619364514e-05 -0.00090787664537833471 -0.00016501386707211481 -0.0029558915532058778 0.0013435273535208115 -0.00027543022387660509 -0.0010639291423317806 -6.0862830732196067e-05 0.0013111452991765664 3.4365444360905623e-05 -0.0011789777465289052 0.0021332768727859012 5.8850366099072303e-05 -0.0012500636626296261 0.0015425658012161144 0.00045649494688477821
leaf_weight=82 68 68 919 47 46 49 65 202 53 104 48 74 1509 141 46 226
leaf_count=82 68 68 919 47 46 49 65 202 53 104 48 74 1509 141 46 226
internal_value=0 -3.31229e-05 -1.63584e-05 -3.80324e-05 -0.000424713 -0.00159627 -6.27713e-05 -0.000308121 0.00059951 1.32666e-05 0.000112086 0.000911546 2.01642e-05 -0.000114836 -0.000558729 -4.16255e-05
internal_weight=0 3665 3597 3476 409 96 313 267 121 3067 1735 178 1557 1332 187 1145
internal_count=3747 3665 3597 3476 409 96 313 267 121 3067 1735 178 1557 1332 187 1145
is_linear=0
shrinkage=0.0995203


Tree=5075
num_leaves=23
num_cat=0
split_feature=21 8 8 8 2 6 2 26 5 8 8 8 6 26 5 5 5 5 3 3 6 26
split_gain=0.00434133 0.00365491 0.00984971 0.0160294 0.00518089 0.0157614 0.0145003 0.00825314 0.00604103 0.00667087 0.00537429 0.00486003 0.00873958 0.0105012 0.00565488 0.01622 0.0109874 0.00990637 0.00975445 0.0042504 0.00236066 0.00182857
threshold=0.20153000000000004 -0.092094999999999996 -0.088734999999999994 -0.089779999999999985 -0.079844999999999985 0.087765000000000024 -0.075209999999999985 0.085855000000000029 -0.50126999999999999 -0.105475 -0.39070999999999995 -0.087129999999999999 0.087515000000000023 0.085075000000000026 -0.082635 -0.077634999999999996 -0.091229999999999992 -0.072535000000000002 0.087745000000000031 0.084855000000000028 -0.054259999999999996 0.081750000000000031
decision_type=2 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 7 -6 21 -8 10 -10 12 13 -4 16 -16 18 -17 -13 -3 -9 -1
right_child=-2 2 11 -5 6 -7 8 20 9 -11 -12 14 -14 -15 15 17 -18 -19 -20 -21 -22 -23
leaf_value=-0.0011228248339950051 0.00090656339782849485 -0.00054218900707209377 -0.00023586446925931653 0.0021442406049815583 0.0015447311571989374 -0.0017244944490502287 0.00079685588283032573 8.2856530917418611e-05 -0.00046765631226957153 -0.0014506078505899516 0.00062746876061344078 -0.00086947269356766612 0.00052430446447704262 -0.0021288158429693445 0.0016590549476484433 -0.0013751994067256828 -0.0015134498993324994 7.1832714056978638e-05 0.00010862582950392715 0.00057765689654481242 0.0011121272171315325 -0.00027348052384986414
leaf_weight=50 50 55 74 55 52 82 47 46 175 51 59 131 53 49 63 48 62 1920 437 85 46 57
leaf_count=50 50 55 74 55 52 82 47 46 175 51 59 131 53 49 63 48 62 1920 437 85 46 57
internal_value=0 -2.67709e-05 1.93211e-05 0.00070366 -0.000238154 -0.000562879 0 -8.01093e-05 -0.000242558 -0.000416843 -0.000188037 -2.74281e-05 -0.000533965 -0.000996623 5.76687e-06 8.68684e-05 -0.00025439 3.61232e-05 -0.000115516 0.00013187 0.00060639 -0.000678021
internal_weight=0 3697 3032 195 665 281 384 199 332 285 234 2837 176 123 2661 2031 630 1968 568 140 92 107
internal_count=3747 3697 3032 195 665 281 384 199 332 285 234 2837 176 123 2661 2031 630 1968 568 140 92 107
is_linear=0
shrinkage=0.0995203


Tree=5076
num_leaves=30
num_cat=0
split_feature=17 17 18 18 3 3 2 2 3 0 6 9 29 0 18 3 6 9 9 2 9 0 9 17 9 9 9 8 2
split_gain=0.0100303 0.0107293 0.0192471 0.0181951 0.00804033 0.0116201 0.0117472 0.02086 0.0180512 0.0105881 0.00722399 0.00926204 0.0248473 0.00583678 0.00497766 0.017179 0.0071656 0.00688115 0.0128125 0.0127315 0.0117998 0.0183535 0.0134368 0.0064427 0.00440832 0.0123863 0.0097628 0.00248998 0.00221336
threshold=0.033280000000000011 0.07134500000000002 0.022040000000000008 0.11362500000000002 0.083725000000000022 0.085965000000000028 -0.086254999999999984 -0.097424999999999998 0.088845000000000021 -0.057604999999999996 -0.06656999999999999 0.11351500000000002 0.091500000000000012 -0.042499999999999996 0.15374500000000005 0.10871500000000002 0.10615500000000003 0.09550500000000002 0.098465000000000011 -0.065999999999999989 0.091690000000000021 -0.071799999999999989 0.089255000000000015 -0.16855499999999998 0.09227500000000001 0.089605000000000018 0.093825000000000033 -0.069444999999999993 -0.067815
decision_type=2 2 2 2 2 2 2 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 27 -4 -3 -6 7 -7 -8 -10 11 12 13 24 16 -16 17 20 -19 -20 22 -22 -12 -18 25 -1 -26 -2 -25
right_child=1 4 3 -5 5 6 8 -9 9 -11 14 -13 -14 -15 15 -17 23 18 19 -21 21 -23 -24 28 26 -27 -28 -29 -30
leaf_value=0.00014519681784414971 -0.00068294859503152921 0.0011817106833476559 0.0029160310660281967 0.00043500306637807144 -0.0014592443002598252 -0.00041153787943431109 -0.0018007537941635201 0.0025121210767106101 0.00026349532174334489 -0.0012517120945741366 -0.00018021966295337472 -0.00092928147201783954 0.0024346425853990928 -0.00079668302270587826 0.00023306744933647761 -0.0023255848801986647 0.0012708141054004001 -0.0019601233283815891 0.00032346174024049134 -0.0016294010407064592 -0.00051881773155071126 0.0017180911791793716 -0.0013568648441036489 0.00042833682154504735 0.0018179932888586481 -0.0014482994274041738 0.00015304812945779532 0.00031977244723890088 -0.00052565137376000463
leaf_weight=546 48 59 61 58 52 46 55 50 431 51 1072 81 46 72 57 47 58 65 105 48 68 77 106 47 46 53 150 49 49
leaf_count=546 48 59 61 58 52 46 55 50 431 51 1072 81 46 72 57 47 58 65 105 48 68 77 106 47 46 53 150 49 49
internal_value=0 0.000247082 0.00086488 0.00171367 6.66209e-05 -2.82283e-05 8.80343e-05 0.00110267 -9.18295e-05 0.000101474 -0.000125721 8.89971e-05 0.000180234 5.96786e-05 -0.000244814 -0.000915376 -0.000203187 -0.000268204 -0.000787412 -0.000283851 -0.000182032 0.000663413 -0.000286793 0.000442092 0.000138266 2.83623e-06 0.000547978 -0.00016798 -5.00673e-05
internal_weight=0 960 216 119 744 685 633 96 537 482 2793 994 913 867 1799 104 1695 1541 218 153 1323 145 1178 154 795 599 196 97 96
internal_count=3753 960 216 119 744 685 633 96 537 482 2793 994 913 867 1799 104 1695 1541 218 153 1323 145 1178 154 795 599 196 97 96
is_linear=0
shrinkage=0.0995203


Tree=5077
num_leaves=23
num_cat=0
split_feature=17 26 17 1 1 1 9 9 26 26 22 20 20 0 0 20 21 0 29 9 4 20
split_gain=0.00813368 0.0152323 0.037124 0.00958408 0.0247477 0.0184498 0.0109308 0.00758469 0.00860418 0.0113521 0.00601305 0.00754486 0.0148879 0.00572762 0.00814623 0.011402 0.00553376 0.0130408 0.00543125 0.00545014 0.00536249 0.00460945
threshold=0.033280000000000011 0.11746500000000003 0.061900000000000018 -0.079434999999999992 -0.082039999999999988 -0.074694999999999998 0.085225000000000009 0.097510000000000027 0.096980000000000025 0.093690000000000023 0.12431000000000002 -0.075334999999999999 -0.077849999999999989 -0.050054999999999995 -0.067059999999999995 -0.079725000000000004 0.11754000000000002 -0.070664999999999992 0.091190000000000021 -0.076039999999999983 0.11541000000000003 -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
left_child=10 3 -3 4 6 -5 -2 8 9 -7 11 12 13 14 15 -1 18 -18 19 20 -13 -21
right_child=1 2 -4 5 -6 7 -8 -9 -10 -11 -12 16 -14 -15 -16 -17 17 -19 -20 21 -22 -23
leaf_value=0.00012625475745463953 -0.00072151523921848914 0.0034861484268869174 -0.00017476495420308083 -0.0019249987664787152 0.0024548713143336307 -0.00011790683172477134 0.0010554746142498427 0.00096884114572435805 -0.0013306132233417416 0.0015276145206607659 0.00090576734801359768 -0.00022759157473196322 0.0016907118205816772 -0.00073653462781547632 0.0011953673787208218 -0.0015080955018001412 -0.0018685168391600374 0.00018950487051777628 -0.001200141626766473 -0.00098078852189529089 0.0010042531730287162 -0.00017913345031350328
leaf_weight=522 86 46 67 51 56 424 57 77 50 46 56 64 56 90 62 46 64 57 52 75 75 1574
leaf_count=522 86 46 67 51 56 424 57 77 50 46 56 64 56 90 62 46 64 57 52 75 75 1574
internal_value=0 0.000222492 0.00130827 7.66693e-05 0.00068133 -0.000107758 -7.47983e-06 4.61127e-05 -8.89478e-05 4.14026e-05 -0.000113209 -0.000134357 0.000127625 4.9147e-06 0.000112135 -4.66347e-06 -0.000238445 -0.00089227 -0.000195004 -0.000165314 0.000431184 -0.000216091
internal_weight=0 960 113 847 199 648 143 597 520 470 2793 2737 776 720 630 568 1961 121 1840 1788 139 1649
internal_count=3753 960 113 847 199 648 143 597 520 470 2793 2737 776 720 630 568 1961 121 1840 1788 139 1649
is_linear=0
shrinkage=0.0995203


Tree=5078
num_leaves=28
num_cat=0
split_feature=17 26 17 3 0 5 8 3 1 18 26 19 22 21 1 1 3 8 1 4 11 21 3 3 3 18 1
split_gain=0.00661063 0.00974105 0.0244548 0.00969645 0.0205325 0.00733935 0.0217939 0.0139256 0.0101306 0.00564389 0.0127327 0.00757659 0.00488575 0.00413106 0.00433738 0.0171369 0.00476796 0.0203641 0.0184361 0.00427599 0.00599729 0.00700819 0.00501459 0.0244421 0.00998206 0.0042307 0.00352343
threshold=0.026115000000000006 0.11746500000000003 0.061900000000000018 0.085035000000000013 -0.086304999999999993 -0.025879999999999997 -0.083849999999999994 0.088535000000000016 -0.068094999999999989 0.11570500000000002 0.090385000000000021 0.11602000000000003 0.12431000000000002 0.15372000000000005 -0.082635 -0.085184999999999997 0.083955000000000016 -0.08595499999999999 -0.087154999999999996 0.086380000000000026 -0.11166 -0.075024999999999994 0.087445000000000023 0.086895000000000014 0.090205000000000021 -0.01264 -0.079844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 -3 4 -2 7 -7 -5 26 10 -9 -11 13 14 15 16 17 -1 -18 22 -21 -22 23 -16 -24 -17 -8
right_child=1 2 -4 5 -6 6 8 9 -10 11 -12 -13 -14 -15 19 25 18 -19 -20 20 21 -23 24 -25 -26 -27 -28
leaf_value=-0.0010969915669014349 0.0021516170928824138 0.0027749947940400484 -0.00015737221594237048 -0.0014721079688697885 -0.0005957064351471195 0.0023146867585821696 -1.899539131657914e-05 -0.00024285551297458633 -0.00098155998786545948 -0.0015924549597085666 0.0010562449947769375 6.1006647660132391e-05 0.00081562525703761878 -0.0010199575605191128 2.8626161211881226e-05 -0.0022285073727546147 -9.5829155152435706e-05 0.0013511044785432923 -0.0021674599780002516 0.00069895178371335025 0.00073742692326992092 -0.00053069991406491472 -0.00051823862124784599 0.0023498439221889262 0.00017227387487295432 -0.00086774962655795061 0.0011828794545291918
leaf_weight=55 62 48 67 78 47 48 46 236 72 48 109 62 56 50 272 47 584 86 46 56 48 392 296 54 691 49 48
leaf_count=55 62 48 67 78 47 48 46 236 72 48 109 62 56 50 272 47 584 86 46 56 48 392 296 54 691 49 48
internal_value=0 0.000198862 0.00105945 8.22885e-05 0.000959481 -4.46131e-05 0.000446348 -0.00024327 -8.89631e-05 -3.08133e-05 0.000165212 -0.000653062 -0.000102648 -0.000121812 -0.000104724 -0.0002878 -0.000130513 0.000390367 -0.000248391 -1.65293e-05 -0.000265845 -0.000390498 7.70291e-05 0.000415634 -3.39805e-05 -0.00154248 0.000586019
internal_weight=0 971 115 856 109 747 214 533 166 455 345 110 2782 2726 2676 867 771 141 630 1809 496 440 1313 326 987 96 94
internal_count=3753 971 115 856 109 747 214 533 166 455 345 110 2782 2726 2676 867 771 141 630 1809 496 440 1313 326 987 96 94
is_linear=0
shrinkage=0.0995203


Tree=5079
num_leaves=36
num_cat=0
split_feature=17 9 1 1 1 1 5 9 9 9 1 0 6 4 5 0 5 0 9 21 21 3 5 27 1 17 0 0 0 0 9 9 17 5 0
split_gain=0.00542558 0.00779341 0.0193243 0.0095463 0.0277942 0.00924304 0.0151336 0.0137916 0.0220168 0.0135694 0.00747424 0.00725348 0.00513886 0.00718654 0.00607635 0.0153317 0.00569521 0.00560148 0.0187976 0.0121771 0.00907689 0.00779717 0.00538894 0.00527897 0.00488569 0.00434471 0.00314025 0.0164989 0.0108968 0.0103322 0.00896278 0.0227079 0.00718172 0.0049507 0.00754328
threshold=0.033280000000000011 0.097365000000000021 -0.06921999999999999 -0.078954999999999984 -0.082039999999999988 -0.06921999999999999 -0.066919999999999993 0.094010000000000024 0.091690000000000021 0.08938500000000002 0.0036400000000000009 -0.081909999999999997 -0.06656999999999999 0.086380000000000026 -0.52786999999999995 -0.14909499999999998 -0.14822499999999997 -0.088174999999999989 0.08895500000000002 0.087625000000000022 0.10940500000000002 0.088535000000000016 -0.033039999999999993 0.10262500000000002 0.51334500000000016 0.0084900000000000028 -0.08317999999999999 -0.084154999999999994 -0.081909999999999997 -0.082404999999999992 0.085465000000000027 0.086555000000000021 -0.011809999999999999 -0.077634999999999996 -0.079805000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 -3 4 11 6 -5 8 9 -7 -4 -2 13 16 -15 -16 -1 19 -19 22 -20 -21 -18 24 -17 26 27 30 29 -28 32 -32 -14 -30 -35
right_child=1 2 10 5 -6 7 -8 -9 -10 -11 -12 -13 25 14 15 23 17 18 20 21 -22 -23 -24 -25 -26 -27 28 -29 33 -31 31 -33 -34 34 -36
leaf_value=-0.0007034337507798112 -0.0010355366193649618 0.0023489671370921393 -0.00072608438747137518 0.00037228481562922764 0.002463126227680299 -0.00015676203312131254 -0.0018702779175933514 0.0015532691394139154 -0.0021202578742374537 0.0013838998041045324 0.00092475385293487383 0.00046712215349437009 -1.5957955316031576e-05 0.00060212135877800357 -0.0018179974068802138 -0.000508437904415464 0.0024157938279573891 -0.0014392467204416084 0.0011883365105883322 -0.00053389914810657215 -0.00037076094768914746 0.00071455825224912763 0.00086302497295448 0.00088504685916371035 0.00061056081182970406 -0.0010921102891087982 -8.3184464501148884e-05 -0.0016200600086571379 0.00054415512075190343 0.0019454185274575811 0.0023189928221107356 -0.00019436502431832963 -0.00082913871962863673 -0.00086466197509488512 -9.2564261356741103e-05
leaf_weight=49 53 54 58 51 59 313 70 54 49 69 51 79 232 72 62 189 46 62 99 76 58 140 47 46 48 52 48 86 89 50 47 145 204 154 692
leaf_count=49 53 54 58 51 59 313 70 54 49 69 51 79 232 72 62 189 46 62 99 76 58 140 47 46 48 52 48 86 89 50 47 145 204 154 692
internal_value=0 0.000181802 0.000809165 5.24683e-05 0.000666721 -0.000139782 -0.0009183 5.27585e-05 -0.000133341 0.000119382 3.88159e-05 -0.000130017 -9.23597e-05 8.86835e-05 -0.000224944 -0.000399922 0.000316762 0.00041299 2.40667e-05 0.000685985 0.00060715 0.000271496 0.00163986 -8.63547e-05 -0.000278351 -0.000192846 -0.000165611 -0.000326329 -5.37313e-05 0.000943464 -0.000147859 0.000416621 -0.000398315 -0.000159126 -0.000234079
internal_weight=0 960 163 797 191 606 121 485 431 382 109 132 2793 994 417 345 577 528 219 309 157 216 93 283 237 1799 1747 714 1033 98 628 192 436 935 846
internal_count=3753 960 163 797 191 606 121 485 431 382 109 132 2793 994 417 345 577 528 219 309 157 216 93 283 237 1799 1747 714 1033 98 628 192 436 935 846
is_linear=0
shrinkage=0.0995203


Tree=5080
num_leaves=18
num_cat=0
split_feature=26 18 9 9 9 9 9 18 18 9 3 21 6 9 17 18 1
split_gain=0.0165424 0.0114721 0.00500075 0.011314 0.0102303 0.00999037 0.00709336 0.0070555 0.0145777 0.00815608 0.010891 0.00700902 0.00644436 0.00483307 0.00411694 0.00329479 0.00141231
threshold=0.5128250000000002 -0.47082499999999999 0.097365000000000021 0.095950000000000021 0.094835000000000017 0.09833500000000002 0.093705000000000024 -0.0097449999999999985 -0.080814999999999984 0.10814500000000002 0.10038500000000002 0.10366000000000002 -0.040424999999999996 0.092605000000000021 0.033280000000000011 0.063210000000000016 -0.072579999999999992
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 -4 13 8 12 10 -9 -11 -7 -3 -8 -5 -6
right_child=-2 2 5 15 16 7 14 9 -10 11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.001479983123306278 0.0017223893952202577 -9.8011572356713017e-05 0.0016270896594319567 -0.0016221066654842028 0.0013687484945838593 -0.00030188289270179091 -0.0015835315617456994 0.0022354062230799023 -0.0015287687141270479 -0.00034386617528738911 0.00025971152864095608 0.00099466096153700179 0.0011868909707015928 0.00054680473352837294 -0.00024804812879749682 -0.00048338713335103242 0.00054616497238513782
leaf_weight=49 54 2676 46 58 46 73 49 46 70 152 72 52 47 120 46 49 46
leaf_count=49 54 2676 46 58 46 73 49 46 70 152 72 52 47 120 46 49 46
internal_value=0 -3.20881e-05 -5.26227e-05 -0.000102319 -6.59608e-05 0.000221111 -9.90952e-05 9.31941e-05 -0.000385618 0.000378265 0.00103684 0 0.000274399 -7.00443e-05 -0.000945494 -0.00110829 0.000966355
internal_weight=0 3697 3648 3090 2983 558 2891 512 190 322 118 204 120 2796 95 107 92
internal_count=3751 3697 3648 3090 2983 558 2891 512 190 322 118 204 120 2796 95 107 92
is_linear=0
shrinkage=0.0995203


Tree=5081
num_leaves=18
num_cat=0
split_feature=30 2 3 0 0 3 9 4 3 9 1 7 8 8 1 4 17
split_gain=0.0165226 0.00964603 0.00818044 0.0153419 0.011592 0.0132968 0.0115843 0.00972128 0.00636515 0.00629114 0.00560353 0.00575544 0.00409362 0.0182182 0.00676523 0.00407928 0.00677584
threshold=-0.020805000000000001 -0.087944999999999995 0.10426500000000002 0.019150000000000004 -0.081909999999999997 0.088055000000000022 0.09550500000000002 0.10543500000000001 0.092300000000000021 -0.25326499999999996 0.62198500000000012 -0.080929999999999988 -0.065919999999999992 -0.068099999999999994 0.41897000000000012 0.082225000000000034 -0.010239999999999999
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 15 -6 -4 -8 -7 -3 11 -11 13 -13 -14 16 -2
right_child=1 9 6 -5 5 8 7 -9 -10 10 -12 12 14 -15 -16 -17 -18
leaf_value=0.0018683654031734767 -0.00024002512200952972 -0.00097371266151806922 0.0016879792664072073 -0.0012990923221683202 0.0022145975828757668 -0.0005316723889347908 -0.00082248442592987401 0.0010905090311716754 0.0010916286576397917 -0.0011951160127643627 0.00097039990578125224 -0.00011546871501692964 2.280897724226455e-05 -0.0021004830478922143 0.0011738872415338803 -0.00080697617063766973 0.00089948472760950637
leaf_weight=46 160 81 89 68 57 47 52 53 48 47 49 1893 826 47 54 58 76
leaf_count=46 160 81 89 68 57 47 52 53 48 47 49 1893 826 47 54 58 76
internal_value=0 -2.938e-05 0.000300699 9.10863e-05 0.000304877 0.0010108 0.000851845 0.000135325 0.000279905 -0.00010763 -8.32912e-05 -0.000101585 -8.30696e-05 -0.000163981 9.43736e-05 -5.73055e-05 0.000123467
internal_weight=0 3705 708 514 446 152 194 105 95 2997 2916 2867 2820 1940 880 294 236
internal_count=3751 3705 708 514 446 152 194 105 95 2997 2916 2867 2820 1940 880 294 236
is_linear=0
shrinkage=0.0995203


Tree=5082
num_leaves=11
num_cat=0
split_feature=24 5 2 1 5 1 5 5 38 2
split_gain=0.0246391 0.0129785 0.00334654 0.00396247 0.00652753 0.00346525 0.00550961 0.00858297 0.00450927 0.00469676
threshold=-0.071224999999999997 0.63455500000000009 -0.23128999999999997 -0.50954999999999984 0.18340500000000004 -0.093734999999999999 0.27608500000000008 0.25032500000000008 -0.072014999999999996 0.41639000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -5 -7 -10
right_child=1 -3 3 5 -6 8 -8 -9 9 -11
leaf_value=0.0022587722676624782 0.00056182353357343427 0.0014422324087308049 0.00011193402981111496 0.00014067274806858293 -0.0014666873083629124 0.00072212556085046742 -0.0007906499113072375 0.001493481350163167 -9.0806928735255027e-05 -0.0010207578967049589
leaf_weight=47 84 58 50 284 52 66 46 56 2953 55
leaf_count=47 84 58 50 284 52 66 46 56 2953 55
internal_value=0 -3.42307e-05 -5.79426e-05 -7.27879e-05 -0.000684828 -5.45085e-05 0.000225949 0.000365896 -8.99916e-05 -0.000108083
internal_weight=0 3704 3646 3562 102 3460 386 340 3074 3008
internal_count=3751 3704 3646 3562 102 3460 386 340 3074 3008
is_linear=0
shrinkage=0.0995203


Tree=5083
num_leaves=13
num_cat=0
split_feature=24 5 9 0 8 9 26 26 3 8 26 26
split_gain=0.0199777 0.0105236 0.00265196 0.00519291 0.00793474 0.0089263 0.00387601 0.00647902 0.00548899 0.00869725 0.00389072 0.00581504
threshold=-0.071224999999999997 0.63455500000000009 0.11296000000000002 -0.057604999999999996 0.085560000000000011 0.12372500000000002 0.11991000000000003 0.11724000000000002 0.10325000000000002 -0.060034999999999998 0.11377500000000003 0.10924500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 7 10 9 -8 11 -2
right_child=1 -3 3 -5 -6 -7 8 -9 -10 -11 -12 -13
leaf_value=0.0020339788235519385 -7.4571489806910595e-05 0.0012987011220332507 0.00092168489185066394 -0.00036337772071766861 0.0016845892968943678 -0.00083480975434447604 -6.6605023579291233e-05 0.0010496736742424222 0.00014281637681312965 -0.0019795214964947417 -0.00097921023386645712 0.00093906803919089103
leaf_weight=47 3082 58 65 85 47 51 48 52 65 48 46 57
leaf_count=47 3082 58 65 85 47 51 48 52 65 48 46 57
internal_value=0 -3.07581e-05 -5.21315e-05 0.000261307 0.000592086 0.000142376 -7.52484e-05 -5.12649e-05 -0.000552367 -0.00103159 -6.94964e-05 -5.59044e-05
internal_weight=0 3704 3646 248 163 116 3398 3237 161 96 3185 3139
internal_count=3751 3704 3646 248 163 116 3398 3237 161 96 3185 3139
is_linear=0
shrinkage=0.0995203


Tree=5084
num_leaves=12
num_cat=0
split_feature=5 30 26 20 20 29 3 3 3 5 17
split_gain=0.00812951 0.00591776 0.00438518 0.00404705 0.0460311 0.00969755 0.00841863 0.0173759 0.00824533 0.00707111 0.00687258
threshold=0.63223000000000018 0.12577500000000003 0.50635500000000022 -0.082074999999999995 -0.082784999999999984 0.097705000000000028 0.090995000000000006 0.09049500000000002 0.091405000000000028 0.26676500000000009 -0.089699999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 7 -5 -8 10 -1
right_child=-2 -3 -4 5 -6 -7 8 -9 -10 -11 -12
leaf_value=-0.00080414199991063213 -0.0010711775775278873 -0.0011127355440612404 0.00086958610652579068 -0.00013171549230480027 0.0030925205753091619 -0.0013733662337688114 0.0014238069574183192 -0.0019873025162157796 9.5740194310437235e-05 0.0010328832236391563 5.4837653059310395e-05
leaf_weight=120 72 47 58 1354 51 54 48 52 1420 56 393
leaf_count=120 72 47 58 1354 51 54 48 52 1420 56 393
internal_value=0 -3.05545e-06 1.11809e-05 -2.62091e-06 0.000228118 -5.17591e-05 -2.66423e-05 -0.000200925 0.000139722 -2.7183e-05 -0.000144498
internal_weight=0 3653 3606 3548 620 2928 2874 1406 1468 569 513
internal_count=3725 3653 3606 3548 620 2928 2874 1406 1468 569 513
is_linear=0
shrinkage=0.0995203


Tree=5085
num_leaves=16
num_cat=0
split_feature=10 30 10 1 1 26 26 3 1 2 2 2 8 1 17
split_gain=0.00756178 0.00483074 0.00392336 0.00545312 0.00984429 0.00792221 0.015769 0.0274945 0.0113453 0.00688944 0.0139166 0.0113694 0.00559467 0.01369 0.0118929
threshold=0.090150000000000022 0.12577500000000003 0.086275000000000018 -0.077634999999999996 -0.078509999999999983 0.083705000000000016 0.085155000000000022 0.087570000000000023 -0.073844999999999994 -0.079739999999999991 -0.067815 -0.083665000000000003 -0.085289999999999991 -0.085574999999999998 0.10932500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 9 7 -7 -8 11 -11 -5 14 -14 -1
right_child=-2 -3 -4 5 -6 6 8 -9 -10 10 -12 -13 13 -15 -16
leaf_value=-7.9596278332428169e-06 -0.00093844254614521287 -0.0010019959670400677 0.00078576299125918245 -0.00022894997016686323 -0.001565580798136458 5.6159838561975408e-05 0.0011542976489534375 0.0024983816512006807 8.5488700073036517e-06 0.0017122595269840361 -6.0450423148525617e-05 -0.0018340661566485503 -2.5482577513981157e-05 -0.00099191898079352392 0.0016477258701612782
leaf_weight=401 87 47 64 260 48 108 94 80 975 47 650 53 567 196 48
leaf_count=401 87 47 64 260 48 108 94 80 975 47 650 53 567 196 48
internal_value=0 1.84202e-07 1.3529e-05 -2.51667e-07 -0.000166469 9.17709e-05 0.000258736 0.00109976 0.000110063 -0.000115216 5.79123e-05 -0.000503358 -0.000110383 -0.000274814 0.000167217
internal_weight=0 3638 3591 3527 1260 2267 1257 188 1069 1010 697 313 1212 763 449
internal_count=3725 3638 3591 3527 1260 2267 1257 188 1069 1010 697 313 1212 763 449
is_linear=0
shrinkage=0.0995203


Tree=5086
num_leaves=15
num_cat=0
split_feature=5 30 26 0 0 0 9 1 6 5 17 9 1 26
split_gain=0.00663709 0.00390724 0.00361821 0.00421706 0.0232045 0.0133148 0.0165388 0.0169451 0.00852578 0.00915823 0.00728615 0.00443084 0.00828525 0.00806884
threshold=0.63223000000000018 0.12577500000000003 0.41479500000000008 -0.071029999999999996 -0.069824999999999984 -0.077174999999999994 0.097365000000000021 -0.080349999999999991 0.088315000000000018 0.060575000000000011 -0.053765 0.11351500000000002 0.058455000000000014 0.11746500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 8 7 -7 10 -10 -1 12 -6 -13
right_child=-2 -3 -4 4 11 6 -8 -9 9 -11 -12 13 -14 -15
leaf_value=0.00037407254116269151 -0.00096563382050690832 -0.00090227709539310481 0.00075862451326404331 -0.0023210771482235363 2.8165039237041092e-05 0.001640884291064567 0.0022835238238125529 -0.00026565473996368396 -0.00015247670475579145 -0.001152968877988707 -4.8272800997096601e-05 0.0012827952475787919 -0.00077890874028349393 -0.00044285667039792927
leaf_weight=612 72 47 63 48 536 67 54 147 510 111 1186 61 164 47
leaf_count=612 72 47 63 48 536 67 54 147 510 111 1186 61 164 47
internal_value=0 -5.24458e-07 1.10018e-05 -2.06101e-06 -0.00019465 5.89875e-05 0.000724621 0.000327427 -1.44194e-05 -0.000332627 9.50291e-05 -6.7314e-05 -0.000159751 0.000524237
internal_weight=0 3653 3606 3543 856 2687 268 214 2419 621 1798 808 700 108
internal_count=3725 3653 3606 3543 856 2687 268 214 2419 621 1798 808 700 108
is_linear=0
shrinkage=0.0995203


Tree=5087
num_leaves=17
num_cat=0
split_feature=10 21 4 19 9 10 20 20 2 2 2 21 20 17 17 9
split_gain=0.00589169 0.00410334 0.00846246 0.00795408 0.00655595 0.00457574 0.00479984 0.0144941 0.00782497 0.0199059 0.0178934 0.0137237 0.00809482 0.00665552 0.00612292 0.00257005
threshold=0.090150000000000022 -0.079279999999999989 0.090805000000000011 0.10458500000000003 0.084755000000000011 0.086275000000000018 -0.053499999999999999 -0.042414999999999994 -0.083665000000000003 -0.081915000000000002 -0.086304999999999993 -0.0092899999999999996 -0.06470999999999999 0.51392000000000015 0.42451000000000011 0.089175000000000018
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 8 -8 10 -10 11 -3 -11 14 -9 -6
right_child=-2 5 -4 -5 15 -7 7 13 9 12 -12 -13 -14 -15 -16 -17
leaf_value=-0.0011321955828564145 -0.00082688831661219199 0.0014840050466585614 0.0015264829807831914 0.00094997424665198727 0.00065538029656153922 0.00084641198605941602 -0.0016525305420530679 -8.5971028109971511e-05 0.0016901374376292566 7.6401752759601207e-06 -0.0021014086839182553 -0.00042401961149562197 0.0013004908983399563 0.00090694515358360529 -0.0011330177419878803 -0.00033506564281398277
leaf_weight=58 87 50 51 76 55 58 60 2089 89 636 47 147 52 65 57 48
leaf_count=58 87 50 51 76 55 58 60 2089 89 636 47 147 52 65 57 48
internal_value=0 1.61873e-06 0.000362306 0.000108333 -0.00028388 -2.91453e-05 -4.48199e-05 -0.000125581 0.000134014 0.000288989 -0.000356135 5.60954e-05 0.000106546 -8.37739e-05 -0.000114163 0.000185865
internal_weight=0 3638 288 237 161 3350 3292 2271 1021 777 244 197 688 2211 2146 103
internal_count=3725 3638 288 237 161 3350 3292 2271 1021 777 244 197 688 2211 2146 103
is_linear=0
shrinkage=0.0995203


Tree=5088
num_leaves=24
num_cat=0
split_feature=6 30 3 8 8 18 18 18 21 21 21 4 6 8 18 18 18 26 2 3 9 2 6
split_gain=0.00523275 0.0106721 0.00615197 0.00519801 0.0124566 0.00726103 0.0109227 0.00655053 0.00581341 0.0193814 0.0129401 0.0049236 0.00455619 0.00678457 0.0258245 0.00586613 0.0167354 0.0129453 0.00373822 0.00495052 0.00702316 0.0151489 0.00431123
threshold=-0.46637499999999998 0.082765000000000019 0.10892000000000003 -0.081234999999999988 -0.08176499999999999 0.092545000000000016 0.088635000000000019 0.022040000000000008 0.10886500000000003 0.10237500000000002 0.11729000000000002 0.076855000000000021 0.11413500000000003 -0.082654999999999992 -0.074709999999999985 -0.022504999999999997 -0.015440000000000001 0.086095000000000019 0.096520000000000022 0.092900000000000024 0.097365000000000021 -0.072419999999999998 0.093245000000000022
decision_type=2 2 2 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 6 7 8 9 -5 -10 -9 13 15 -15 17 -17 -2 19 -7 22 -22 -21
right_child=3 -3 -4 5 -6 18 -8 11 10 -11 -12 -13 -14 14 -16 16 -18 -19 -20 20 21 -23 -24
leaf_value=-0.00037357831727552644 4.7683469023547076e-05 0.00050980216881048161 -0.0020102124747583936 0.00023367766545920001 -0.0015978532084627692 0.00051770382721658332 0.0013312320349529022 0.00011194411285486309 -0.0013039379405209966 0.0021208093812495363 0.00026123757925773362 -0.0012580804305800158 0.00080347333890606225 0.00074155771337764212 -0.0023726453571759573 0.001871142914921932 5.8124007403807525e-06 -0.0012100542323414125 -0.0010419917623307393 -0.00031877042512203074 0.0015756759969990646 -0.0006431521664749274 -0.0016502096426824259
leaf_weight=46 242 56 48 1046 53 87 86 49 74 57 177 53 60 51 54 50 1028 121 51 50 46 90 50
leaf_count=46 242 56 48 1046 53 87 86 49 74 57 177 53 60 51 54 50 1028 121 51 50 46 90 50
internal_value=0 -0.000567506 -0.00121802 3.24229e-05 -9.62449e-05 0.000144259 0.000239942 0.000174922 0.000233293 0.000331942 -0.000196947 -0.000591906 -4.61802e-05 -7.96846e-05 -0.000852236 -2.28237e-05 9.309e-05 -0.000369307 -0.000248053 -0.000120159 -0.000358772 0.000101315 -0.000992677
internal_weight=0 150 94 3575 1659 1916 1542 1456 1354 1103 251 102 1606 1546 105 1441 1078 363 374 323 236 136 100
internal_count=3725 150 94 3575 1659 1916 1542 1456 1354 1103 251 102 1606 1546 105 1441 1078 363 374 323 236 136 100
is_linear=0
shrinkage=0.0995203


Tree=5089
num_leaves=12
num_cat=0
split_feature=6 30 7 12 9 26 0 20 10 10 4
split_gain=0.00424389 0.00867169 0.00408879 0.00445422 0.00639612 0.00516012 0.0089394 0.00760732 0.00657397 0.0106277 0.00147509
threshold=-0.46637499999999998 0.082765000000000019 -0.073114999999999999 -0.008564999999999998 -0.20504500000000001 -0.112275 -0.065229999999999996 -0.09638999999999999 0.090150000000000022 0.086275000000000018 0.13424500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 -4 -5 6 7 -6 9 -7 -1
right_child=2 -3 3 4 5 8 -8 -9 -10 -11 -12
leaf_value=-0.0015066465095439463 0.00073290273429043847 0.00045906656415606577 0.00083554591035062879 -0.001119780755397136 0.0010738795937488897 -2.5149187264200074e-05 0.0015617886987094459 -0.00031160995776085616 -0.0011402116068430297 0.0014097128525873612 -0.00067126541807543657
leaf_weight=47 80 56 64 50 57 3040 56 125 51 52 47
leaf_count=47 80 56 64 50 57 3040 56 125 51 52 47
internal_value=0 -0.000511028 2.92417e-05 1.29008e-05 -2.20582e-06 1.40794e-05 0.000461009 0.000117809 -1.95034e-05 -7.53483e-07 -0.00109767
internal_weight=0 150 3575 3495 3431 3381 238 182 3143 3092 94
internal_count=3725 150 3575 3495 3431 3381 238 182 3143 3092 94
is_linear=0
shrinkage=0.0995203


Tree=5090
num_leaves=21
num_cat=0
split_feature=23 8 8 18 18 17 9 5 17 26 1 17 3 3 6 8 18 18 18 6
split_gain=0.00427577 0.00327083 0.0100705 0.00599137 0.00915437 0.00637871 0.0142417 0.0130722 0.00776369 0.0082314 0.00547002 0.0197724 0.0142511 0.0114222 0.00360525 0.00518027 0.0202125 0.00461638 0.0137546 0.0112833
threshold=0.10148000000000003 -0.081234999999999988 -0.08176499999999999 0.092545000000000016 0.088635000000000019 0.2590050000000001 0.091750000000000012 0.049800000000000011 0.11639500000000001 0.095385000000000011 -0.076329999999999995 0.052150000000000009 0.09742000000000002 0.10850000000000003 0.11413500000000003 -0.082654999999999992 -0.069565000000000002 -0.022504999999999997 -0.015440000000000001 0.087670000000000012
decision_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 14 4 5 8 -7 -8 9 -3 11 -5 -12 -14 15 17 -17 19 -19 -1
right_child=-2 3 -4 10 -6 6 7 -9 -10 -11 12 -13 13 -15 -16 16 -18 18 -20 -21
leaf_value=-9.1847852063219599e-05 -0.00094668227407597287 0.00022605547599268604 -0.0013941921399873959 -0.00066707808753338417 0.0011901522881584544 0.0022058508702392666 -0.0010176184193301388 0.0010938449119439631 -0.0011546680947965564 -0.00042752380335976762 -0.0015297928993278297 0.0018404043926031738 0.0011597764615938499 -0.00067343451434598615 0.00071981958355010669 0.00054908998683506885 -0.0021954793556486444 0.0016948967233648147 5.9113242981139534e-06 -0.0016547799499103081
leaf_weight=309 46 1063 56 85 86 46 53 64 50 232 90 49 57 82 60 56 50 50 1087 54
leaf_count=309 46 1063 56 85 86 46 53 64 50 232 90 49 57 82 60 56 50 50 1087 54
internal_value=0 1.86619e-05 -8.11037e-05 0.000106866 0.000190259 0.000132693 0.000721114 0.000130373 6.07738e-05 0.000108334 -0.000257073 0.000243728 -0.000553693 7.24246e-05 -3.64749e-05 -6.52397e-05 -0.000737796 -1.71667e-05 8.09051e-05 -0.000326606
internal_weight=0 3679 1722 1957 1594 1508 163 117 1345 1295 363 134 229 139 1666 1606 106 1500 1137 363
internal_count=3725 3679 1722 1957 1594 1508 163 117 1345 1295 363 134 229 139 1666 1606 106 1500 1137 363
is_linear=0
shrinkage=0.0995203


Tree=5091
num_leaves=8
num_cat=0
split_feature=20 10 10 5 19 21 24
split_gain=0.00340365 0.00486166 0.00562083 0.00420247 0.00580606 0.00471524 0.00423298
threshold=0.2959750000000001 0.090150000000000022 0.086275000000000018 0.62404000000000015 -0.071824999999999986 -0.10962999999999999 0.098635000000000014
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=0.0010535252023704622 0.0008298971849570988 -0.00077736657866101834 0.00096703939708823029 -0.00083721513803172113 0.00085380034645989717 -8.2838763050443976e-06 -0.00094999918687675765
leaf_weight=52 49 79 60 59 62 3316 48
leaf_count=52 49 79 60 59 62 3316 48
internal_value=0 -4.93352e-06 1.18037e-05 -4.16908e-06 9.72716e-06 -5.87673e-06 -2.19643e-05
internal_weight=0 3676 3597 3537 3478 3426 3364
internal_count=3725 3676 3597 3537 3478 3426 3364
is_linear=0
shrinkage=0.0995203


Tree=5092
num_leaves=19
num_cat=0
split_feature=10 5 0 26 26 2 20 18 2 2 5 0 5 1 1 1 26 1
split_gain=0.0358252 0.00807438 0.00803923 0.0100619 0.0146952 0.0103794 0.0144076 0.0120473 0.0142245 0.00986726 0.00673014 0.0118551 0.00611492 0.00599673 0.0242426 0.0101839 0.00555851 0.00266064
threshold=0.096215000000000023 0.63223000000000018 -0.085754999999999984 -0.09071499999999999 -0.13924499999999998 -0.080484999999999987 -0.14465500000000001 -0.10082999999999999 -0.086849999999999997 -0.07934999999999999 -0.0038499999999999997 -0.086304999999999993 0.012305000000000002 -0.085574999999999998 -0.083899999999999988 -0.092954999999999996 -0.23202999999999999 -0.046044999999999996
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 16 7 -7 -5 -9 -8 11 13 -12 15 -15 -1 -4 -14
right_child=-2 -3 3 5 -6 6 9 8 -10 -11 12 -13 17 14 -16 -17 -18 -19
leaf_value=-0.00039955619730737949 0.002626563381209058 -0.0010783899419987519 -0.00072617091281045618 0.0015980131933916969 -0.002069506538768911 0.0016371342510688464 -0.0013099436303604817 -0.00018960774975557436 0.00066194174758591861 -1.1358881408083225e-05 0.0011509197442160599 -0.0015971642792791993 0.00048573078149043966 -0.0024780876487447315 -0.00014467720827347275 0.0016107286899766935 0.00066555195353148002 -0.00039157410103318377
leaf_weight=51 52 68 54 83 48 50 62 313 507 910 67 61 61 46 1110 48 60 78
leaf_count=51 52 68 54 83 48 50 62 313 507 910 67 61 61 46 1110 48 60 78
internal_value=0 -3.82967e-06 1.61901e-05 0.00014324 -0.000608744 0.000206949 -9.48763e-06 0.000452816 0.000335901 -9.50327e-05 -0.000157486 -0.000240661 0.000369895 -0.000174076 -0.000238237 0.000566859 0 -6.8037e-07
internal_weight=0 3677 3609 2087 162 1925 1022 903 820 972 1522 1316 206 1255 1156 99 114 139
internal_count=3729 3677 3609 2087 162 1925 1022 903 820 972 1522 1316 206 1255 1156 99 114 139
is_linear=0
shrinkage=0.0995203


Tree=5093
num_leaves=21
num_cat=0
split_feature=27 6 6 17 17 0 1 2 1 1 27 5 2 3 2 0 9 23 6 10
split_gain=0.0343379 0.00662753 0.0309461 0.0102806 0.0123912 0.0106211 0.0113342 0.00835075 0.0151066 0.0143206 0.0148832 0.0136737 0.0112585 0.0186858 0.0106734 0.00796691 0.00784088 0.0161926 0.0153502 0.00369495
threshold=0.11470500000000003 0.041585000000000011 0.083720000000000031 0.51392000000000015 0.41580500000000009 -0.086474999999999996 -0.072579999999999992 -0.089549999999999991 0.060860000000000011 -0.0101 0.076195000000000027 -0.46834999999999999 -0.086304999999999993 0.087625000000000022 -0.085374999999999993 -0.100285 0.11351500000000002 -0.022119999999999997 -0.085885000000000003 0.086165000000000019
decision_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 5 15 -7 8 9 10 19 -10 13 -9 -14 -4 17 -16 -18 -1
right_child=-2 2 3 -5 -6 6 -8 12 11 -11 -12 -13 14 -15 16 -17 18 -19 -20 -21
leaf_value=0 0.0022791792223608221 0.0022436564533786256 0.0001723618508353016 0.0014533433692008651 -0.0014768866371586288 0.00037691627297911759 -0.0005268453017356334 0.0023486460985819237 -0.00061430323302907592 -0.002474463827978314 -0.0022071294461195397 0.0017905920315998039 -0.0015869177404365846 -0.00019436214145685847 0.0015462331959844049 -0.00087101472253513809 -0.0021488651029178828 -5.8863272475865257e-05 0.00021015345795260908 -0.00090639728792610134
leaf_weight=171 66 67 119 50 54 807 165 51 46 46 46 47 46 64 65 181 50 1468 59 61
leaf_count=171 66 67 119 50 54 807 165 51 46 46 46 47 46 64 65 181 50 1468 59 61
internal_value=0 -1.10188e-05 0.000154775 5.2468e-05 0 6.23276e-05 0.000222658 -0.000119153 -0.000520611 -0.000842576 -0.000569606 0.000592272 -2.58496e-05 0.000926289 -9.12018e-05 -0.000454413 -4.88013e-05 8.6597e-06 -0.000864455 -0.000241396
internal_weight=0 3663 1443 1376 1326 1272 972 2220 417 324 278 93 1803 115 1688 300 1642 1533 109 232
internal_count=3729 3663 1443 1376 1326 1272 972 2220 417 324 278 93 1803 115 1688 300 1642 1533 109 232
is_linear=0
shrinkage=0.0995203


Tree=5094
num_leaves=18
num_cat=0
split_feature=22 17 4 3 4 5 17 3 3 5 3 8 8 8 17 5 3
split_gain=0.0282241 0.00673084 0.00916296 0.0295065 0.0253715 0.0149836 0.00611022 0.00968028 0.0186549 0.00730527 0.00770709 0.00608613 0.00555982 0.00528312 0.00631131 0.00630489 0.00476995
threshold=0.13264000000000004 -0.57205499999999987 0.079660000000000022 0.082130000000000022 0.085720000000000018 -0.012164999999999999 -0.000475 0.088325000000000028 0.086965000000000028 0.27287000000000011 0.11553000000000002 -0.099434999999999996 0.11446000000000002 0.0017700000000000003 -0.54192999999999991 0.26245000000000007 0.092300000000000021
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 -4 9 8 -8 11 -11 -5 13 15 -15 -6 -9
right_child=-2 2 4 6 12 -7 7 16 -10 10 -12 -13 -14 14 -16 -17 -18
leaf_value=0.0011090632395680806 0.002476217973706053 0.0024260999482315381 -0.00063589544832862957 -0.00072772558405303318 -0.00015942779283880382 -0.0030354766006434881 -8.555840729103038e-05 0.00046293863877880267 -0.0019765204134662502 -0.000961686331957268 0.00014035735619365782 0.00030380397136576333 0.00084620927992558781 -6.9252078200595705e-05 -0.0015533884391064213 0.00085772676163797161 -0.00012294073727658582
leaf_weight=53 46 52 58 59 691 48 156 178 78 109 146 1210 57 60 56 66 606
leaf_count=53 46 52 58 59 691 48 156 178 78 109 146 1210 57 60 56 66 606
internal_value=0 -4.08081e-06 -2.05589e-05 7.91213e-05 -0.000270934 -0.00173022 3.07886e-05 -0.000157597 -0.000719378 0.000157163 -0.000327502 0.0002552 -0.000103726 -0.000166687 -0.000792789 -6.96644e-05 9.03365e-06
internal_weight=0 3683 3630 2594 1036 106 2542 1018 234 1524 255 1269 930 873 116 757 784
internal_count=3729 3683 3630 2594 1036 106 2542 1018 234 1524 255 1269 930 873 116 757 784
is_linear=0
shrinkage=0.0995203


Tree=5095
num_leaves=17
num_cat=0
split_feature=27 1 26 26 17 17 5 2 9 2 1 5 5 5 5 2
split_gain=0.0270619 0.00596772 0.00550621 0.0224863 0.00601834 0.0116846 0.0155641 0.00769617 0.00629589 0.022039 0.00847038 0.00488629 0.00586486 0.0186808 0.00652233 0.00493259
threshold=0.11470500000000003 -0.53140500000000002 0.047170000000000011 0.081750000000000031 -0.000475 0.021725000000000005 -0.07965499999999999 -0.087444999999999995 0.083715000000000026 -0.086169999999999983 -0.079844999999999985 0.63223000000000018 0.2686150000000001 0.22078000000000006 0.066275000000000014 -0.071344999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 -4 8 6 -6 -7 9 -5 -10 12 13 14 -3 -14
right_child=-2 2 3 4 5 7 -8 -9 10 -11 -12 -13 15 -15 -16 -17
leaf_value=0.00086607900469017703 0.0020209757984570075 -0.00020777776607035955 0.0022406893115209854 -0.0015878519291361273 -4.3002401893736199e-05 0.00097390434801541644 -0.0017839049715910166 -0.00010008358568867572 0.0005092690532544253 0.0010972036418979863 -1.8605960504129119e-05 -0.0010886747192091603 -0.00015004280013035018 -0.0020424680979103872 0.0008130515374610742 0.00091531987084632175
leaf_weight=75 66 963 46 76 113 74 94 616 552 50 656 58 83 54 66 87
leaf_count=75 66 963 46 76 113 74 94 616 552 50 656 58 83 54 66 87
internal_value=0 -1.21516e-05 -3.07374e-05 6.25385e-05 1.72611e-05 -0.000181658 -0.000837512 1.39114e-05 0.000151631 -0.000515857 0.000221931 -0.000193367 -0.000151271 -0.000237047 -0.000141506 0.000390357
internal_weight=0 3663 3588 2277 2231 897 207 690 1334 126 1208 1311 1253 1083 1029 170
internal_count=3729 3663 3588 2277 2231 897 207 690 1334 126 1208 1311 1253 1083 1029 170
is_linear=0
shrinkage=0.0995203


Tree=5096
num_leaves=22
num_cat=0
split_feature=26 0 1 1 0 26 17 18 23 0 4 2 4 0 7 29 3 17 4 17 0
split_gain=0.0127169 0.0474034 0.00507056 0.0134212 0.0208799 0.0305465 0.0111258 0.0318191 0.00539302 0.00613269 0.0113332 0.0180444 0.00626954 0.00971607 0.00557109 0.00490109 0.00922353 0.0069528 0.00785934 0.00383909 0.0034472
threshold=-0.16205499999999998 -0.057604999999999996 -0.083684999999999996 -0.080085000000000003 -0.085794999999999996 0.089880000000000029 0.021725000000000005 -0.0092699999999999987 1.0000000180025095e-35 -0.15137999999999999 0.086380000000000026 0.097745000000000012 0.13707500000000003 -0.066264999999999991 0.056805000000000015 -0.046564999999999995 0.11125500000000002 -0.56005499999999986 0.085720000000000018 -1.0000000180025095e-35 -0.030209999999999997
decision_type=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 6 4 -4 -6 15 -8 9 10 -5 -12 14 -14 -11 -2 17 -17 -19 -1 -9
right_child=2 -3 3 8 5 -7 7 20 -10 12 11 -13 13 -15 -16 16 -18 18 -20 -21 -22
leaf_value=-0.00035209914333430989 -0.00088245644329287083 -0.0035167790896812926 0.00039150152363695247 0.0017778828588931764 -0.0035874352261729171 -0.00046732744260076834 0.0028958864661462829 -0.00073985291955104223 -0.0010142517890239081 -4.050970159127229e-05 -0.0011098925871345991 0.00087969574153602898 -0.0017389408821580589 0.00011940723315263873 0.0010130885275390444 -0.00091647630867498385 0.0011870862815719974 -3.3509219748517174e-05 0.0010392658726444677 0.00073435911001307338 0.00046800672243857156
leaf_weight=75 54 49 84 52 49 87 54 47 53 1930 73 118 54 56 51 75 70 547 77 56 46
leaf_count=75 54 49 84 52 49 87 54 47 53 1930 73 118 54 56 51 75 70 547 77 56 46
internal_value=0 -0.000875587 -1.79695e-05 -9.04532e-05 -0.000834345 -0.0015975 0.000175996 0.000973695 -2.15488e-05 6.42536e-07 0.000474205 0.000114991 -5.39998e-05 -0.000785431 -1.2972e-05 3.25205e-05 9.78357e-05 -1.00741e-05 9.75566e-05 0.000106092 -0.000133615
internal_weight=0 180 3577 2607 220 136 970 147 2387 2334 243 191 2091 110 1981 823 769 699 624 131 93
internal_count=3757 180 3577 2607 220 136 970 147 2387 2334 243 191 2091 110 1981 823 769 699 624 131 93
is_linear=0
shrinkage=0.0995203


Tree=5097
num_leaves=26
num_cat=0
split_feature=4 24 8 20 8 17 17 4 4 8 1 8 18 18 6 4 4 20 26 17 5 26 0 4 10
split_gain=0.0111559 0.00557276 0.00475851 0.0109513 0.0153178 0.0658979 0.0141581 0.01193 0.0194307 0.00987039 0.0183835 0.0262326 0.0135866 0.0117536 0.00889182 0.00567456 0.0143049 0.00755057 0.00399946 0.00771085 0.0129091 0.0103445 0.00639405 0.00667636 0.00555921
threshold=0.15730000000000002 0.084270000000000025 -0.074844999999999981 -0.0073549999999999996 -0.046889999999999994 -0.036600000000000001 0.07134500000000002 0.11509500000000002 0.10739000000000003 -0.081864999999999993 -0.090374999999999997 -0.079585000000000003 -0.082304999999999989 -0.070104999999999987 0.090195000000000011 0.10845500000000002 0.10022000000000002 -0.077579999999999996 0.093535000000000021 -0.0064000000000000003 -0.0060949999999999997 0.11215000000000001 -0.14824999999999997 0.13491500000000003 0.075585000000000027
decision_type=2 2 2 2 2 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 15 5 -5 -7 8 -6 18 11 -11 14 -14 -12 16 17 -4 22 20 -20 -21 24 -24 -1
right_child=-2 -3 3 4 7 6 -8 -9 -10 10 12 -13 13 -15 -16 -17 -18 -19 19 21 -22 -23 23 -25 -26
leaf_value=0.0012925330430400732 -0.0015774145641808688 0.00083248268208031937 -0.00022371896459434613 -0.0039848206135636149 -0.00016759179020700159 0.00027553644503139699 -0.00163845233996175 -0.0013601994709427337 0.0019536698378918066 0.0030296280558031177 9.2766014088079088e-06 -3.3344701086982608e-05 0.0017952977369730778 0.00014565207088894738 -0.0017122319713474541 -0.00080270460423868437 0.0018526332471250563 0.00051388957730407999 -0.00015533601204457585 0.00053533639213476484 0.0021263049358913998 -0.00132106054511772 -0.00014453497500108593 -0.0012774481570522645 -0.00016165331673207822
leaf_weight=56 47 72 352 59 474 152 51 70 47 58 64 52 56 187 54 61 48 225 48 75 49 49 1250 54 47
leaf_count=56 47 72 352 59 474 152 51 70 47 58 64 52 56 187 54 61 48 225 48 75 49 49 1250 54 47
internal_value=0 -3.38712e-05 -5.12423e-05 -0.000184272 -0.000422547 -0.00105643 -0.000201286 -0.000140152 2.21985e-05 4.59062e-05 0.000447367 0.00157424 0.000101732 0.000529186 -0.000771595 0.000110815 0.000201284 6.24913e-05 -6.97385e-05 0.000322771 0.000988807 -0.000191638 -0.000131973 -0.000192078 0.000621025
internal_weight=0 3710 3638 1539 853 262 203 591 521 2099 471 110 361 243 118 686 625 577 1628 221 97 124 1407 1304 103
internal_count=3757 3710 3638 1539 853 262 203 591 521 2099 471 110 361 243 118 686 625 577 1628 221 97 124 1407 1304 103
is_linear=0
shrinkage=0.0995203


Tree=5098
num_leaves=14
num_cat=0
split_feature=26 0 19 7 3 3 18 2 2 0 3 3 2
split_gain=0.00982819 0.0381221 0.00541391 0.00590141 0.00496546 0.0101933 0.0376073 0.012406 0.00468395 0.00679678 0.00569133 0.0032324 0.00202524
threshold=-0.16205499999999998 -0.057604999999999996 -0.09028499999999999 0.082295000000000021 -0.15154999999999999 0.083955000000000016 -0.020999999999999998 -0.087359999999999993 -0.080165 -0.085684999999999997 0.086605000000000029 0.098000000000000018 -0.08453999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -2 4 -4 6 -6 -8 9 -7 -10 -1 -5
right_child=2 -3 3 12 5 8 7 -9 10 -11 -12 -13 -14
leaf_value=-0.00040770038389351256 0.0010267165387465253 -0.0031344336552154724 -0.00099911948231748752 -0.0012082016688408984 0.0027916924919058521 -0.00044434590120338293 0.0010942113836928914 -0.00044403026337144649 0.0009222577918403034 -6.6627106853249755e-06 3.2720989743239817e-05 0.00058037721420657368 -0.00027741264268081551
leaf_weight=61 49 49 49 53 60 561 74 174 75 951 1485 70 46
leaf_count=61 49 49 49 53 60 561 74 174 75 951 1485 70 46
internal_value=0 -0.000765726 -1.17656e-05 -2.6421e-05 -4.31042e-06 9.86918e-06 0.000555883 1.16604e-05 -4.4608e-05 -0.000169598 7.6012e-05 0.000114031 -0.000783983
internal_weight=0 180 3577 3528 3429 3380 308 248 3072 1512 1560 131 99
internal_count=3757 180 3577 3528 3429 3380 308 248 3072 1512 1560 131 99
is_linear=0
shrinkage=0.0995203


Tree=5099
num_leaves=17
num_cat=0
split_feature=1 9 3 3 3 1 5 9 21 9 1 24 1 1 3 35
split_gain=0.0092097 0.00651529 0.00442155 0.025879 0.00680889 0.0122253 0.012737 0.0193877 0.00508964 0.00375801 0.00619472 0.00440805 0.00266401 0.00893426 0.00529665 0.001981
threshold=0.62916000000000016 -0.26414499999999996 0.083955000000000016 0.08345000000000001 0.085505000000000012 -0.094454999999999997 -0.0071849999999999995 0.085405000000000023 -0.10223999999999998 0.11222500000000002 1.0000000180025095e-35 -0.065834999999999991 -0.079844999999999985 0.039665000000000013 0.080495000000000025 -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 12 5 -4 7 -7 -6 11 -11 -10 14 -14 -3 -15
right_child=-2 2 4 -5 8 6 -8 -9 9 10 -12 -13 13 15 -16 -17
leaf_value=0.0010491510717949119 -0.0014133406815123309 -0.00029428883028223774 -0.0019838427886595318 0.0021218014554670755 0.00082485453601393829 -0.0011364517717313129 0.001076286080479074 0.0011168815821114902 -0.00097602599627998174 -0.00014914711581622575 0.00090162674573162488 -6.6210930330490872e-05 -0.0011991402074036615 -0.00024589115709855301 0.00096365780390147233 0.00061355632314210446
leaf_weight=55 48 76 48 63 67 162 56 49 54 117 104 2622 72 46 58 60
leaf_count=55 48 76 48 63 67 162 56 49 54 117 104 2622 72 46 58 60
internal_value=0 -2.53898e-05 -4.17878e-05 0.000281455 -7.90048e-05 -0.000519085 -0.000252692 -0.000609286 -3.19589e-05 -5.20573e-05 0.000341631 -8.48764e-05 -8.75305e-05 -0.000341774 0.000244087 0.000232866
internal_weight=0 3709 3654 375 3279 315 267 211 2964 2897 221 2676 312 178 134 106
internal_count=3757 3709 3654 375 3279 315 267 211 2964 2897 221 2676 312 178 134 106
is_linear=0
shrinkage=0.0995203


Tree=5100
num_leaves=27
num_cat=0
split_feature=26 3 0 0 17 17 3 26 3 0 0 26 3 8 8 3 21 8 26 1 1 3 1 3 4 1
split_gain=0.0122198 0.0250776 0.00765597 0.0399557 0.00845042 0.0118262 0.00781241 0.0196699 0.0199079 0.0218804 0.0201818 0.0120166 0.0111949 0.00974407 0.0317954 0.00694266 0.00645335 0.00628935 0.00805747 0.00539483 0.0252502 0.0122231 0.0111008 0.00533222 0.00513281 0.00432818
threshold=-0.112275 0.086285000000000014 -0.095339999999999994 -0.097424999999999998 -0.095109999999999986 -0.083000000000000004 0.091865000000000016 0.09112000000000002 0.08888500000000002 -0.08317999999999999 -0.078809999999999991 0.089880000000000029 0.092395000000000019 -0.085764999999999994 -0.086304999999999993 0.083875000000000019 -0.08236499999999998 0.0017700000000000003 -0.23202999999999999 -0.076329999999999995 -0.07002499999999999 0.094285000000000022 -0.064534999999999995 0.10669500000000003 0.11805500000000003 -0.0096349999999999995
decision_type=2 2 2 2 2 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 7 11 9 -9 -10 13 -8 14 -4 -15 -7 -3 23 21 -21 -14 -22 -19 -23 -18
right_child=2 17 6 -5 5 16 12 8 10 -11 -12 -13 19 15 -16 -17 25 18 -20 20 22 24 -24 -25 -26 -27
leaf_value=0.0028035862785004899 -0.00090276087001250123 -0.00057238041320737852 -0.00024636956734113227 0.0025461926205860748 0.0016502876567944407 -0.00084152548080935433 0.0015999016977264722 -0.0014426104702323105 -0.002823325163534287 0.0013777797214970047 -0.00026236095496298147 0.0010341284476822581 0.0017595577162580569 -0.00054233725916596044 -0.0030105184910821591 0.00024049637821527795 -0.0004994634129065023 0.00075747740094802857 0.0015190669178321574 -0.0017920566584936767 0.0014734710408940697 0.00027601373904793047 -3.7677043131502214e-05 -0.00071023551119451297 -0.00085771588921438918 0.00027768697416665178
leaf_weight=46 83 65 407 69 49 72 47 56 84 53 49 88 52 143 46 517 83 50 58 80 52 275 640 48 46 470
leaf_count=46 83 65 407 69 49 72 47 56 84 53 49 88 52 143 46 517 83 50 58 80 52 275 640 48 46 470
internal_value=0 0.000687823 -1.07467e-05 0.000253355 4.3283e-05 0.000160999 -9.3846e-05 -0.000249748 -0.00106859 -6.37178e-05 -0.00188597 -8.40722e-05 9.4198e-05 -0.000173219 -0.000528863 6.96421e-05 4.29284e-05 0.000243734 0.000589029 3.16768e-05 -0.000117691 0.000343018 7.46945e-05 3.02443e-05 0.000110997 0.000159564
internal_weight=0 267 3461 826 757 674 2635 1443 242 109 133 1201 1192 1113 453 660 625 221 156 1145 772 373 692 98 321 553
internal_count=3728 267 3461 826 757 674 2635 1443 242 109 133 1201 1192 1113 453 660 625 221 156 1145 772 373 692 98 321 553
is_linear=0
shrinkage=0.0995203


Tree=5101
num_leaves=22
num_cat=0
split_feature=26 0 18 6 6 8 1 20 20 20 5 18 0 19 9 1 1 6 26 2 21
split_gain=0.00999858 0.0247062 0.0097922 0.00776865 0.00959053 0.0184764 0.00732457 0.00644385 0.0375054 0.0104723 0.00615998 0.00903293 0.0100031 0.00613322 0.00641528 0.0060942 0.010435 0.00556426 0.00612658 0.00489516 0.00310534
threshold=-0.126245 -0.060094999999999996 0.26473000000000008 -0.029794999999999999 -0.01146 -0.084044999999999995 0.058455000000000014 -0.081189999999999998 -0.08231999999999999 -0.080094999999999986 0.23074000000000006 -0.12363 0.048265000000000009 0.11183000000000003 0.10892000000000003 -0.007069999999999999 0.00095500000000000023 -0.045589999999999999 0.088245000000000032 -0.096314999999999998 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=1 6 3 7 5 -5 19 8 15 -9 13 -12 -13 14 -6 20 -17 18 -11 -1 -2
right_child=2 -3 -4 4 10 -7 -8 9 -10 17 11 12 -14 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=-3.003829200153491e-05 0 0.002294410451620859 0.0012301735623076275 -0.0025759657017077955 -0.00025552511212420797 0.00011344952616685656 -0.00083865436469788093 -0.0011813476140977439 0.0024700314293517964 -0.00015174923643622204 0.0013285849223338023 0.00092609578297894973 -0.00068309676389855596 0.00093261025963921188 0.0005849463630081314 -0.0017033919910458841 0.00011546166121132365 0.00098912887596186026 0.000364739224357024 0.0011958896304285808 0.001122525472934724
leaf_weight=75 53 66 62 46 1537 55 61 66 76 581 69 64 95 48 95 47 91 67 373 55 46
leaf_count=75 53 66 62 46 1537 55 61 66 76 581 69 64 95 48 95 47 91 67 373 55 46
internal_value=0 0.000634147 -8.9824e-06 -3.17593e-05 -0.000157371 -0.00110333 5.61566e-05 0.000147908 0.000545966 3.25349e-05 -0.000106867 0.000377405 -3.02228e-05 -0.000173077 -0.000206099 -6.75804e-05 -0.000498071 0.000111805 4.93321e-05 0.000482327 0.000524229
internal_weight=0 257 3471 3409 2009 101 191 1400 313 1087 1908 228 159 1680 1632 237 138 1021 954 130 99
internal_count=3728 257 3471 3409 2009 101 191 1400 313 1087 1908 228 159 1680 1632 237 138 1021 954 130 99
is_linear=0
shrinkage=0.0995203


Tree=5102
num_leaves=29
num_cat=0
split_feature=26 26 9 26 0 0 3 26 2 3 1 21 1 20 20 2 1 1 21 3 1 21 4 1 1 3 1 4
split_gain=0.00809501 0.0207306 0.00653458 0.00746653 0.00633257 0.032395 0.00542513 0.0180075 0.0318747 0.00801543 0.00672666 0.0101262 0.0146831 0.00824886 0.00772874 0.0048193 0.0115863 0.010736 0.00738871 0.0155424 0.0260266 0.0110822 0.00650116 0.00466209 0.0194868 0.0100483 0.00923284 0.00405233
threshold=-0.126245 -0.14859999999999998 0.089605000000000018 -0.2382 -0.095339999999999994 -0.097424999999999998 0.091865000000000016 0.097910000000000011 -0.082594999999999988 0.092395000000000019 0.0033150000000000007 0.085855000000000029 -0.0064949999999999999 -0.014955 -0.0071449999999999994 0.13896000000000006 0.41897000000000012 0.012830000000000003 0.090285000000000018 0.10850000000000003 0.015980000000000005 0.085700000000000012 0.10533000000000002 -0.076329999999999995 -0.07002499999999999 0.094285000000000022 -0.064534999999999995 0.11805500000000003
decision_type=2 2 2 2 2 2 2 2 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 15 7 10 -9 -8 11 14 -13 -12 -6 18 17 -17 21 20 -20 22 -2 25 -25 -11 -26 -27
right_child=4 -3 3 -5 6 -7 9 8 -10 23 13 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 24 26 27 -28 -29
leaf_value=0.00077428564492159149 0.00010822233161138747 0.0024132628821246192 0.00048734005557222337 -0.0010933834775976546 -0.00066172048805318107 0.0022968487714566995 0.0013329329991390586 0.00067229359554723774 -0.0026432787542716015 0.0015936841246191947 -0.0018467122373381167 -1.1640231892759525e-05 0.0018324437010165365 -0.00014715477261244381 -7.898719270835261e-06 0.0010321975062593325 0.0018657033174520081 -0.0010838921212833108 0.0025485916686806844 -0.00099879278513099849 -3.5129040026722498e-05 -0.001775503814457183 -0.00089057327567537508 -0.0015900686018088541 0.0013252894307387731 0.00024550443065785097 -5.2542661470831098e-05 -0.00076162220975606689
leaf_weight=90 255 49 55 63 233 69 48 46 75 52 47 119 66 74 785 46 46 49 59 60 110 47 86 80 52 275 646 46
leaf_count=90 255 49 55 63 233 69 48 46 75 52 47 119 66 74 785 46 46 49 59 60 110 47 86 80 52 275 646 46
internal_value=0 0.000570719 0.000132722 -0.000349668 -7.94011e-06 0.000232153 -8.3347e-05 -0.000213347 -0.00137605 7.26427e-05 -0.00010647 -3.46167e-05 0.000641824 -0.000814079 -0.00015835 4.31258e-05 0.000568743 -5.06421e-05 -7.56642e-05 0.000370908 0.000862036 -0.000341344 -0.000141273 1.93737e-05 -0.000118551 0.000309251 4.89311e-05 9.86307e-05
internal_weight=0 257 208 118 3471 827 2644 1445 121 1199 1324 1203 185 121 1018 758 141 95 617 229 169 388 341 1151 778 373 698 321
internal_count=3728 257 208 118 3471 827 2644 1445 121 1199 1324 1203 185 121 1018 758 141 95 617 229 169 388 341 1151 778 373 698 321
is_linear=0
shrinkage=0.0995203


Tree=5103
num_leaves=16
num_cat=0
split_feature=26 0 18 5 3 3 8 17 5 20 20 26 20 9 9
split_gain=0.00657358 0.021247 0.00777926 0.00572303 0.00550856 0.018026 0.0110809 0.0105896 0.00745113 0.00818743 0.0447012 0.00583308 0.00641268 0.00485487 0.00407395
threshold=-0.126245 -0.060094999999999996 0.26473000000000008 -0.15086999999999998 0.11125500000000002 0.11360500000000003 1.0000000180025095e-35 -0.56005499999999986 0.41488500000000011 -0.081374999999999989 -0.08231999999999999 0.12396500000000002 -0.078725000000000003 0.11640000000000002 0.089605000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 7 -6 11 -2 9 10 -9 12 -7 -11 -5
right_child=2 -3 -4 14 5 6 -8 8 -10 13 -12 -13 -14 -15 -16
leaf_value=-0.00090817988778604699 -0.0011924806067039283 0.0020536843929463838 0.0010972488111560034 0.00096332908568472133 0.0017364363935510462 -0.00041627031610471803 -0.00099670340867287705 -5.5557601259974667e-05 0.001184184690614463 -0.0001888405393252854 0.0029617233408041777 -0.00065426578292586326 0.00051602787860936751 0.00074773203783625472 -0.00012499755663996547
leaf_weight=52 84 66 62 57 70 89 86 416 47 2051 55 66 389 56 82
leaf_count=52 84 66 62 57 70 89 86 416 47 2051 55 66 389 56 82
internal_value=0 0.000514238 -7.19684e-06 -1.34314e-05 -2.75237e-05 0.000221003 5.13219e-05 -9.20447e-05 -5.65188e-05 -7.94559e-05 0.000295041 0.000218507 0.000340728 -0.00016356 0.000315405
internal_weight=0 257 3471 191 3409 700 630 2709 2625 2578 471 544 478 2107 139
internal_count=3728 257 3471 191 3409 700 630 2709 2625 2578 471 544 478 2107 139
is_linear=0
shrinkage=0.0995203


Tree=5104
num_leaves=12
num_cat=0
split_feature=6 10 19 5 5 2 20 0 5 20 18
split_gain=0.0397101 0.0293378 0.00621317 0.00528172 0.0068149 0.0119362 0.0136161 0.0129737 0.00467334 0.00933438 0.00517129
threshold=0.21988000000000005 0.091870000000000021 -0.07525999999999998 0.62720500000000012 0.12043500000000003 -0.086050000000000001 -0.074014999999999984 -0.08076499999999999 -0.093384999999999982 -0.083970000000000003 -0.099739999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 7 -7 -6 9 -4 -10
right_child=-2 -3 3 -5 5 6 -8 -9 10 -11 -12
leaf_value=-0.001047092337980227 -0.0024681486279101161 0.0019895138215128864 -0.0010524245312821437 0.00092552678075195189 0.0014534150845016294 -1.9384069998601678e-05 -0.0012615850181382149 -0.00033899076275694702 -0.00060102832722972225 -9.7372630682959066e-05 8.8179771940093387e-05
leaf_weight=67 69 68 117 51 59 151 212 123 114 781 1934
leaf_count=67 69 68 117 51 59 151 212 123 114 781 1934
internal_value=0 -5.78706e-05 -9.66739e-05 -7.84647e-05 -9.33665e-05 -0.000416782 -0.000747112 0.000237566 -3.3258e-05 -0.000222718 4.94159e-05
internal_weight=0 3677 3609 3542 3491 545 363 182 2946 898 2048
internal_count=3746 3677 3609 3542 3491 545 363 182 2946 898 2048
is_linear=0
shrinkage=0.0995203


Tree=5105
num_leaves=14
num_cat=0
split_feature=6 22 21 3 2 8 2 2 21 21 1 3 6
split_gain=0.0321967 0.0295542 0.00600116 0.0059513 0.00550645 0.0118275 0.00584924 0.00741711 0.00993381 0.00503805 0.00398711 0.00598312 0.00516475
threshold=0.21988000000000005 0.13292500000000004 -0.08861999999999999 0.090835000000000013 0.12875500000000004 -0.1205 0.11241000000000002 0.092170000000000016 0.086835000000000009 0.10817500000000002 0.0049450000000000015 0.11642500000000001 -0.25061999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 10 7 9 -9 -4 11 -6 -12
right_child=-2 -3 4 -5 5 -7 -8 8 -10 -11 12 -13 -14
leaf_value=0 -0.0022225178030400548 0.0024539884528474612 -1.8546677666648635e-05 0.0013790056301285693 0.00013771725754520281 -0.0020031443142508906 0.0008452209274015137 -0.001641143881440842 0.0001773106080993303 -0.00043115016791934232 -0.00044370299955820772 -0.001392153385694097 0.00095861486528939905
leaf_weight=73 69 46 2738 54 46 46 67 69 51 329 56 54 48
leaf_count=73 69 46 2738 54 46 46 67 69 51 329 56 54 48
internal_value=0 -5.21556e-05 -8.41307e-05 0.000586905 -0.000108686 -0.00055928 -7.38155e-05 -9.33932e-05 -0.000861479 -6.3074e-05 -0.000229689 -0.000680227 0.000195649
internal_weight=0 3677 3631 127 3504 250 3254 3187 120 3067 204 100 104
internal_count=3746 3677 3631 127 3504 250 3254 3187 120 3067 204 100 104
is_linear=0
shrinkage=0.0995203


Tree=5106
num_leaves=15
num_cat=0
split_feature=22 20 21 17 2 5 5 5 0 3 17 20 19 5
split_gain=0.0247403 0.0188476 0.00643826 0.00898143 0.00634816 0.0115755 0.0125686 0.012254 0.0055061 0.0116892 0.00946057 0.00874165 0.00576505 0.00208817
threshold=0.13292500000000004 -0.24910499999999999 -0.08861999999999999 -0.0064000000000000003 0.092170000000000016 -0.46834999999999999 0.2686150000000001 0.13648000000000002 0.12433000000000002 0.10792500000000002 -0.55026999999999993 -0.0088249999999999978 -0.016414999999999996 -0.53313499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 13 7 -7 10 -10 11 -4 -12 -6
right_child=-2 2 4 -5 5 6 -8 -9 9 -11 12 -13 -14 -15
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leaf_weight=69 46 66 53 53 48 226 71 49 65 47 75 52 2779 47
leaf_count=69 46 66 53 53 48 226 71 49 65 47 75 52 2779 47
internal_value=0 -0.000111887 -8.06868e-05 0.000638264 -0.000105281 -0.000458616 -0.000726762 -0.00103244 -5.42748e-05 0.000629846 -8.04458e-05 -0.00100857 -4.60129e-05 0.000509386
internal_weight=0 3700 3631 119 3512 441 346 275 3071 112 2959 105 2854 95
internal_count=3746 3700 3631 119 3512 441 346 275 3071 112 2959 105 2854 95
is_linear=0
shrinkage=0.0995203


Tree=5107
num_leaves=11
num_cat=0
split_feature=27 6 19 5 17 3 9 21 21 2
split_gain=0.0263302 0.0290136 0.00401277 0.00764574 0.00479829 0.00788514 0.0140568 0.00401569 0.00595937 0.00580022
threshold=0.11470500000000003 0.21988000000000005 -0.07525999999999998 0.62931500000000018 -0.53015499999999993 0.11275500000000002 0.084675000000000014 -0.08861999999999999 -0.070074999999999985 -0.087444999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 9 -9 -6
right_child=-2 -3 3 -5 7 -7 -8 8 -10 -11
leaf_value=-0.00084993725284937299 0.001941748757516666 -0.0023183788200801482 0.00027368783456936489 0.0011612775725730693 -0.00028624886441204548 0.00049457043224859917 -0.0016656155315353995 -0.00067619647005688838 -3.8960867343998591e-05 0.0010791501565881431
leaf_weight=65 63 58 60 50 52 53 94 153 3025 73
leaf_count=65 63 58 60 50 52 53 94 153 3025 73
internal_value=0 -0.000109645 -7.40795e-05 -5.96836e-05 -7.73094e-05 -0.000542498 -0.000904727 -4.7908e-05 -6.98972e-05 0.000504595
internal_weight=0 3683 3625 3560 3510 207 154 3303 3178 125
internal_count=3746 3683 3625 3560 3510 207 154 3303 3178 125
is_linear=0
shrinkage=0.0995203


Tree=5108
num_leaves=11
num_cat=0
split_feature=19 29 10 4 9 4 17 17 9 8
split_gain=0.0219156 0.0120137 0.0066977 0.00940461 0.00721094 0.0199966 0.0168985 0.0335269 0.00688897 0.0034043
threshold=0.13950000000000004 -0.11266 0.08821500000000003 0.10724500000000002 0.11351500000000002 0.14727500000000002 0.021725000000000005 -1.0000000180025095e-35 0.10892000000000003 -0.10833
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 8 7 -6 9 -3
right_child=-2 2 3 -5 6 -7 -8 -9 -10 -11
leaf_value=0.0015147974266550874 -0.001974138230019803 -0.00025056614061629245 -0.0018048011097644527 7.284827759721448e-05 4.2577436686987964e-05 0.001847173355060008 0.00096185429470750162 -0.0033121843595223369 -0.0011075702232204282 8.1986163772563379e-05
leaf_weight=53 55 340 48 57 78 61 49 47 52 2888
leaf_count=53 55 340 48 57 78 61 49 47 52 2888
internal_value=0 2.72451e-05 5.2399e-06 -0.00077771 2.88611e-05 6.1613e-05 -0.000595308 -0.00121226 2.81563e-05 4.67054e-05
internal_weight=0 3673 3620 105 3515 3341 174 125 3280 3228
internal_count=3728 3673 3620 105 3515 3341 174 125 3280 3228
is_linear=0
shrinkage=0.0995203


Tree=5109
num_leaves=9
num_cat=0
split_feature=19 29 10 0 12 36 36 1
split_gain=0.0178636 0.00976217 0.00526767 0.00877536 0.00425585 0.00519268 0.0122491 0.00591715
threshold=0.14023500000000003 -0.11266 0.08821500000000003 0.0047200000000000011 -0.087364999999999998 0.088655000000000025 1.0000000180025095e-35 0.51334500000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 -6
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.0013640444106289013 -0.0018896780808390606 -0.00091566640124121168 0.00012295925909661435 -0.0016842767796681171 2.5582013963084076e-05 0.0010880120138636795 -0.0015896292790374762 0.00094437967919474132
leaf_weight=53 49 47 58 48 3310 46 46 71
leaf_count=53 49 47 58 48 3310 46 46 71
internal_value=0 2.31085e-05 3.28267e-06 -0.000687689 2.43229e-05 3.72795e-05 2.29368e-05 4.51186e-05
internal_weight=0 3679 3626 106 3520 3473 3427 3381
internal_count=3728 3679 3626 106 3520 3473 3427 3381
is_linear=0
shrinkage=0.0995203


Tree=5110
num_leaves=8
num_cat=0
split_feature=19 29 2 5 22 20 6
split_gain=0.0145879 0.00789639 0.0045471 0.00408406 0.00547914 0.00543079 0.00643735
threshold=0.13950000000000004 -0.11266 -0.24151999999999998 -0.54885499999999998 0.11657000000000002 -0.24910499999999999 0.14653500000000005
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=0.0012282944584470598 -0.0016105802512848041 -0.0007189866895322371 -0.00078485702072376106 0.00093726749804995348 -0.00074759527960367592 5.5599204890268577e-05 -0.001070631712757119
leaf_weight=53 55 84 61 68 86 3270 51
leaf_count=53 55 84 61 68 86 3270 51
internal_value=0 2.22813e-05 4.39807e-06 2.18141e-05 3.62099e-05 5.63415e-05 3.80574e-05
internal_weight=0 3673 3620 3536 3475 3389 3321
internal_count=3728 3673 3620 3536 3475 3389 3321
is_linear=0
shrinkage=0.0995203


Tree=5111
num_leaves=10
num_cat=0
split_feature=29 17 17 5 22 2 20 6 26
split_gain=0.00744951 0.00543063 0.0149702 0.00453599 0.00564972 0.00496724 0.0052336 0.00589688 0.00337828
threshold=-0.11266 0.51326500000000019 0.5194200000000001 -0.54885499999999998 0.11777500000000002 -0.24151999999999998 -0.24910499999999999 0.13225500000000004 0.087395000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -7 -8 -4
right_child=1 2 8 4 -6 6 7 -9 -10
leaf_value=0.0011587135304142711 -0.00085130899517787864 -0.0020127736264881702 -0.0005218883690623359 -0.00071769705754792682 -0.00077469325200751069 0.00097516889968467669 6.3890266664296615e-05 -0.00086554293996952676 0.00061834115371727318
leaf_weight=54 60 50 48 83 86 61 3162 69 55
leaf_count=54 60 50 48 83 86 61 3162 69 55
internal_value=0 -1.87276e-05 -0.00059922 6.26438e-06 2.13678e-05 4.18952e-05 6.12952e-05 4.37883e-05 7.90242e-05
internal_weight=0 3674 153 3521 3461 3375 3292 3231 103
internal_count=3728 3674 153 3521 3461 3375 3292 3231 103
is_linear=0
shrinkage=0.0995203


Tree=5112
num_leaves=15
num_cat=0
split_feature=4 0 0 17 17 17 23 17 17 17 9 3 26 22
split_gain=0.0116608 0.00855303 0.0184965 0.0148513 0.00901484 0.0108991 0.00868053 0.00855625 0.00614712 0.00958712 0.00570789 0.00546676 0.00463031 0.00394679
threshold=0.15730000000000002 -0.014889999999999999 0.019150000000000004 -0.55754499999999996 0.50644500000000015 0.51326500000000019 0.086085000000000023 0.41435500000000008 0.033280000000000011 -0.0064000000000000003 0.13087500000000005 0.088385000000000033 0.089795000000000028 0.11777500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 7 10 9 11 13 -5 -7 -1
right_child=-2 2 3 8 5 12 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-5.2653592177397903e-05 -0.0015191400807587159 0.0020137788375093938 0.001490543387092647 0.00074381098922485364 0.0019142844877555328 0.00066519999392360325 0.0012609179053531836 -0.0013158193690059091 0.00086056507675682332 -0.0015759453731026113 0.00090896300137604125 -0.00043874745984455725 -0.00047855404119645701 -0.00081545539467357884
leaf_weight=2869 48 65 68 60 50 87 49 54 48 51 60 109 58 69
leaf_count=2869 48 65 68 60 50 87 49 54 48 51 60 109 58 69
internal_value=0 4.18123e-05 0.000475836 0.000175881 -1.07439e-05 0.000645285 -5.22609e-05 -7.36123e-05 -0.000154635 -0.000379855 -5.09646e-05 -1.40602e-05 0.000202053 -7.08469e-05
internal_weight=0 3697 401 336 3296 195 3101 3052 268 220 2998 169 145 2938
internal_count=3745 3697 401 336 3296 195 3101 3052 268 220 2998 169 145 2938
is_linear=0
shrinkage=0.0995203


Tree=5113
num_leaves=12
num_cat=0
split_feature=3 28 0 3 17 1 6 26 7 17 19
split_gain=0.0106074 0.0107874 0.0113565 0.010188 0.00742895 0.0119974 0.00654856 0.00632827 0.00539843 0.00618242 0.00132119
threshold=0.31589000000000006 0.080375000000000016 0.12433000000000002 0.10426500000000002 0.50644500000000015 -0.066524999999999987 0.18123500000000006 0.090020000000000031 -0.075879999999999989 0.3137100000000001 0.11854500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 8 10 -1 -10 -7
right_child=-2 -3 3 -5 5 7 -8 -9 9 -11 -12
leaf_value=0.00090914232387345273 -0.001378050118796018 0.0011756652432133989 -0.00011122266809784025 0.0017672561290008769 0.0019267768998853588 0.001013884999258209 0.00082389202115962289 -0.00071605841523626789 -6.2186721322803995e-05 -0.00072395452699363413 0.00023059442266834104
leaf_weight=54 53 81 48 68 49 46 82 55 3016 147 46
leaf_count=54 53 81 48 68 49 46 82 55 3016 147 46
internal_value=0 3.97217e-05 1.40141e-05 0.000982898 -1.79092e-05 0.000577008 -5.35026e-05 0.000121516 -7.61215e-05 -9.32011e-05 0.000631138
internal_weight=0 3692 3611 116 3495 196 3299 147 3217 3163 92
internal_count=3745 3692 3611 116 3495 196 3299 147 3217 3163 92
is_linear=0
shrinkage=0.0995203


Tree=5114
num_leaves=24
num_cat=0
split_feature=1 1 9 9 1 8 4 5 1 5 17 17 2 18 17 17 2 17 2 9 4 7 9
split_gain=0.00899898 0.0286665 0.00923055 0.018613 0.0181182 0.0498011 0.00907901 0.00734478 0.00999942 0.00937477 0.00848697 0.0165165 0.0102285 0.0070435 0.00537701 0.0119608 0.00957126 0.00515533 0.00445344 0.00521905 0.00414973 0.00346659 0.00327289
threshold=-0.083684999999999996 -0.082344999999999988 0.090150000000000022 0.098720000000000016 -0.49367499999999997 -0.07594999999999999 0.14996500000000004 -0.0087549999999999989 -0.088694999999999982 -0.012464999999999999 -0.14169499999999999 -0.092649999999999996 -0.097424999999999998 -0.077844999999999998 0.50644500000000015 0.51326500000000019 -0.074084999999999998 0.41435500000000008 -0.083769999999999997 0.083835000000000021 0.094995000000000024 -0.07553 0.11296000000000002
decision_type=2 2 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 -4 -6 14 9 10 18 12 -12 -9 -13 17 -16 -17 21 19 -1 -14 -3 -23
right_child=1 6 3 -5 5 -7 -8 8 -10 -11 11 13 20 -15 15 16 -18 -19 -20 -21 -22 22 -24
leaf_value=0.00051417967089773702 -0.0022454989434510506 0.0007859147382361227 9.3193204112861501e-05 -0.00045921966456076441 5.564726607959666e-05 0.0045603433846476051 -0.0011892554302181655 0.0006349993774786677 -0.0011017709277394087 0.0013770831601056231 0.0017125590769675875 -0.00092707699790854907 -0.0013641629023930866 0.0004390794657804441 0.0018703254476556965 0.00077204855202699725 -0.00088680386846163391 -0.0010489390646340152 0.00084754281082187542 -0.00081683251287613216 -0.00015620421254653296 -6.9950418673352246e-05 0.00036918308449846718
leaf_weight=51 59 52 63 76 50 48 65 61 85 87 74 61 80 96 48 79 61 49 55 67 46 2150 182
leaf_count=51 59 52 63 76 50 48 65 61 85 87 74 61 80 96 48 79 61 49 55 67 46 2150 182
internal_value=0 -7.53538e-05 0.000273299 0.000816321 0.00142352 0.00227038 -2.73801e-05 0.000103554 -0.000117107 0.000533597 8.11656e-05 0.000486274 -0.000414885 -8.65061e-05 1.1217e-06 0.000514215 4.34155e-05 -3.8189e-05 0.000104684 -0.000234627 -0.000929659 -1.7071e-05 -3.53274e-05
internal_weight=0 2745 1000 237 161 98 2686 763 503 260 418 231 187 157 2621 188 140 2433 173 118 126 2384 2332
internal_count=3745 2745 1000 237 161 98 2686 763 503 260 418 231 187 157 2621 188 140 2433 173 118 126 2384 2332
is_linear=0
shrinkage=0.0995203


Tree=5115
num_leaves=9
num_cat=0
split_feature=30 28 10 6 29 20 3 20
split_gain=0.00902816 0.00841521 0.00679049 0.0034808 0.00449508 0.00418724 0.00829821 0.00694649
threshold=0.12577500000000003 0.080375000000000016 0.089800000000000033 0.18123500000000006 0.097705000000000028 -0.094259999999999997 0.097880000000000023 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9
leaf_value=7.1310425274267374e-05 -0.0013694093974233792 0.001042961813681044 0.00088982024225102072 0.00063427353062283731 -0.00095315330452472324 0.00079968841370245435 -0.0011056240360709203 -8.6760080036736596e-06
leaf_weight=143 46 80 85 81 51 109 100 3050
leaf_count=143 46 80 85 81 51 109 100 3050
internal_value=0 3.32508e-05 1.07044e-05 -1.02085e-05 -2.55638e-05 -1.14175e-05 -0.000409656 1.89571e-05
internal_weight=0 3699 3619 3534 3453 3402 243 3159
internal_count=3745 3699 3619 3534 3453 3402 243 3159
is_linear=0
shrinkage=0.0995203


Tree=5116
num_leaves=19
num_cat=0
split_feature=26 3 3 0 2 2 9 1 11 11 10 3 4 2 17 29 21 17
split_gain=0.0135486 0.0460932 0.00854926 0.0120085 0.00592502 0.00941678 0.0183059 0.0207316 0.00611416 0.00561315 0.00545521 0.0126911 0.0126435 0.00528294 0.0278368 0.00483488 0.00444334 0.0100012
threshold=-0.126245 0.086895000000000014 0.098000000000000018 -0.081284999999999982 -0.086414999999999992 -0.084869999999999987 0.084055000000000032 -0.085574999999999998 -0.11166 -0.08577499999999999 0.09056500000000002 0.11089500000000001 0.10300500000000003 -0.083254999999999982 -0.016659999999999998 -0.08781499999999999 -0.026109999999999998 0.11012500000000003
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 10 6 -6 -8 -7 -10 11 12 16 14 -11 -15 -2 -18
right_child=4 2 3 -5 5 8 7 -9 9 13 -12 -13 -14 15 -16 -17 17 -19
leaf_value=0.003597810461185564 0.00044266634099237987 -0.00072373704483073332 0.0018779853425405705 -9.2073735788213002e-05 0.0022497252106812864 0.00094921957958872549 0.001659707314679732 -0.00094871088308932092 -0.0010579614277919937 0.00067734855237371354 0.00074854289533614663 -0.0017179310668795629 0.0012678609610613221 -0.00095656352701972952 -0.0016165402680309244 7.3447260895102956e-05 -0.00026810274383927201 -0.0016240438799337183
leaf_weight=46 63 76 47 86 56 67 50 76 50 104 49 60 53 46 105 2195 435 62
leaf_count=46 63 76 47 86 56 67 50 76 50 104 49 60 53 46 105 2195 435 62
internal_value=0 0.000745191 0.000113425 0.000597958 -6.19444e-06 6.02001e-05 0.000752022 7.98789e-05 1.0831e-05 -1.39903e-05 -0.000260124 -0.00033478 -0.000198062 6.98107e-06 -0.000471167 5.19394e-05 -0.000338263 -0.000438902
internal_weight=0 255 209 133 3471 2749 182 126 2567 2500 722 673 613 2450 209 2241 560 497
internal_count=3726 255 209 133 3471 2749 182 126 2567 2500 722 673 613 2450 209 2241 560 497
is_linear=0
shrinkage=0.0995203


Tree=5117
num_leaves=11
num_cat=0
split_feature=26 27 18 18 22 11 11 2 17 1
split_gain=0.0109748 0.0380277 0.00692219 0.00901506 0.00506311 0.00564221 0.00504314 0.004358 0.00389903 0.00302977
threshold=-0.126245 0.083925000000000013 0.22074500000000005 0.14607000000000003 0.11777500000000002 -0.11166 -0.08577499999999999 -0.086414999999999992 -0.095109999999999986 -0.0076199999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -2 -7 -8 -1 -10
right_child=2 -3 -4 -5 -6 6 7 -9 9 -11
leaf_value=0.0005218159042980915 0.00090661799935499695 0.002885818519649086 -0.00086711353909950384 0.0010479997939360395 -0.00085188583104825705 -0.0010011313962157589 -0.00021986229424996543 6.7726192847765272e-05 -0.00092631146945227846 9.554857818121669e-05
leaf_weight=83 68 59 90 82 69 50 663 2449 53 60
leaf_count=83 68 59 90 82 69 50 663 2449 53 60
internal_value=0 0.00067071 -5.53103e-06 1.71616e-05 -8.21278e-06 9.55652e-06 -9.47624e-06 6.19348e-06 0 -0.000376487
internal_weight=0 255 3471 3381 3299 3230 3162 3112 196 113
internal_count=3726 255 3471 3381 3299 3230 3162 3112 196 113
is_linear=0
shrinkage=0.0995203


Tree=5118
num_leaves=13
num_cat=0
split_feature=27 27 27 36 4 30 27 1 6 30 3 3
split_gain=0.00592494 0.0390813 0.00660909 0.00566616 0.00373072 0.00756286 0.00470811 0.00362311 0.00685299 0.00441361 0.00348031 0.00334709
threshold=0.081260000000000013 0.085835000000000022 1.0000000180025095e-35 0.088655000000000025 0.13491500000000003 0.084650000000000017 0.10120500000000002 0.50644500000000015 -0.23827499999999999 0.088490000000000027 0.10457000000000002 0.12212000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 6 10 8 -1 11 -3 -10
right_child=1 4 -4 -5 -6 -7 -8 -9 9 -11 -12 -13
leaf_value=0.0010339837894261083 0.0030638692199555164 0.00075969228015144421 -0.0011179923896250585 0.0010976619371615619 -0.00064299457884984482 0.00094344920029504169 -0.00092532589438809511 -0.00063280322308298452 -1.9153754300473202e-05 -0.00082426600619893312 -0.00038663244596077063 0.00037170818282696239
leaf_weight=64 48 53 52 47 67 87 58 88 2812 64 51 235
leaf_count=64 48 53 52 47 67 87 58 88 2812 64 51 235
internal_value=0 0.000417921 -4.55657e-06 1.26882e-05 1.34136e-05 0.000193325 -0.000204466 -2.68884e-06 1.45179e-05 -6.19157e-06 0.000189681 1.07228e-05
internal_weight=0 364 3362 3310 316 249 162 3263 3175 3111 104 3047
internal_count=3726 364 3362 3310 316 249 162 3263 3175 3111 104 3047
is_linear=0
shrinkage=0.0995203


Tree=5119
num_leaves=12
num_cat=0
split_feature=26 3 0 3 6 18 18 22 11 3 6
split_gain=0.0087904 0.0346862 0.00874322 0.0133573 0.00843284 0.00555429 0.00706787 0.00418628 0.00426077 0.00474264 0.00475887
threshold=-0.126245 0.086895000000000014 -0.057604999999999996 0.096775000000000014 -0.081250000000000003 0.22074500000000005 0.14607000000000003 0.11777500000000002 -0.11166 0.15108000000000005 0.18123500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 7 8 -2 10 -10
right_child=5 2 -4 4 -6 -7 -8 -9 9 -11 -12
leaf_value=0.0030712075001803783 0.0007852186264833182 -0.0007191211067432518 -0.0011260810420286502 0.0020974761031860665 0.00022923686632941599 -0.00078013080609462765 0.00092471312443802333 -0.00077763274314895611 -1.1790912724082986e-05 -0.00098243913143713211 0.0009393002805702939
leaf_weight=46 68 63 48 47 51 90 82 69 3060 49 53
leaf_count=46 68 63 48 47 51 90 82 69 3060 49 53
internal_value=0 0.00059683 4.83126e-05 0.000403527 0.00113358 -8.37911e-06 1.19223e-05 -1.05179e-05 5.61594e-06 -1.08908e-05 4.13882e-06
internal_weight=0 255 209 161 98 3471 3381 3299 3230 3162 3113
internal_count=3726 255 209 161 98 3471 3381 3299 3230 3162 3113
is_linear=0
shrinkage=0.0995203


Tree=5120
num_leaves=17
num_cat=0
split_feature=19 26 8 0 2 5 17 18 6 17 1 2 5 5 17 8
split_gain=0.0247375 0.00609006 0.00774504 0.0100692 0.00568546 0.00436471 0.00548664 0.025304 0.00868353 0.00789191 0.0262847 0.00631105 0.00446032 0.00473657 0.00374813 0.00370211
threshold=0.14061500000000002 -0.14859999999999998 0.24853500000000003 -0.068604999999999985 0.50951500000000005 -0.092239999999999989 -0.0064000000000000003 -0.088855000000000003 0.098855000000000012 -0.011809999999999999 -0.083284999999999984 -0.082594999999999988 -0.095169999999999991 -0.097345000000000001 -0.0017249999999999998 0.0017700000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 5 12 9 -8 -9 11 -11 -7 13 14 -3 -1
right_child=-2 4 -4 -5 -6 6 7 8 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.00023124261407879331 0.0021995410226041592 -0.00088252946352591313 0.00036929740042796253 -0.0021778454059445708 0.0009964518386478315 0.00022510529574470593 0.0021020961146427765 0.0002906887281394425 -0.00048856155471036216 -0.0021970205773877674 0.0003957962159306538 -0.00017353105583649189 -0.0010074152961118189 0.00081433233573885964 -0.00012983452103138124 -0.00099433510587134061
leaf_weight=48 50 73 61 46 56 757 68 570 188 68 89 818 64 48 700 48
leaf_count=48 50 73 61 46 56 757 68 570 188 68 89 818 64 48 700 48
internal_value=0 -2.8981e-05 -0.000558934 -0.000963447 1.53116e-06 -1.44134e-05 5.12394e-05 0.000262452 9.63382e-05 -4.90166e-05 -0.000721993 1.75477e-05 -0.000205101 -0.00014156 -0.000201976 -0.000373019
internal_weight=0 3702 203 142 3499 3443 2558 826 758 1732 157 1575 885 821 773 96
internal_count=3752 3702 203 142 3499 3443 2558 826 758 1732 157 1575 885 821 773 96
is_linear=0
shrinkage=0.0995203


Tree=5121
num_leaves=26
num_cat=0
split_feature=17 5 8 9 26 3 18 6 0 5 6 17 2 6 26 26 26 6 9 3 9 3 9 9 3
split_gain=0.00525676 0.0195419 0.066568 0.0158468 0.00754707 0.0136097 0.0412639 0.0294678 0.0228894 0.00901088 0.0224607 0.0159982 0.0156454 0.0117251 0.00761642 0.00690658 0.00849762 0.00648198 0.00715974 0.0220918 0.017593 0.00542191 0.00518517 0.00863582 0.00362929
threshold=1.0000000180025095e-35 -0.012464999999999999 -0.079219999999999999 0.093235000000000026 0.090170000000000014 0.087625000000000022 -0.049119999999999997 -0.0093650000000000001 -0.085794999999999996 -0.061665000000000005 0.098855000000000012 0.061900000000000018 -0.069459999999999994 -0.049005 0.088115000000000013 -0.22491999999999998 -0.25943499999999997 0.18123500000000006 0.11351500000000002 0.17152000000000003 0.12188500000000002 0.10377500000000002 0.10591500000000002 0.099125000000000033 0.097880000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 4 -3 -4 5 7 -7 -2 -9 10 11 -6 -11 -13 21 16 -1 18 19 22 -20 -8 23 -17 -5
right_child=1 2 3 24 9 6 14 8 -10 12 -12 13 -14 -15 -16 17 -18 -19 20 -21 -22 -23 -24 -25 -26
leaf_value=8.93257706233166e-05 0.0019845414429415825 0.0034771449713918976 -0.0016228881204523936 -4.6281939276173427e-05 0.0016788535109263693 -0.00336251247108767 0.00048965926959762172 0.00066509523113127752 -0.0021121022314912136 0.00196476919686255 -0.0019873498227873636 0.00069939626823270257 -0.00018336580219249605 -0.0012746833430104542 -0.001327160808526561 -8.5669128981872257e-05 -0.0015398923824120657 0.0010270830622780647 -0.00222353788484811 0.0020232644590257014 0.00015692633686498566 -0.00040750050490281187 -0.00088531180453348558 0.0008793640077172898 0.0011876313862067848
leaf_weight=57 74 73 51 46 67 47 125 67 52 73 47 62 61 57 50 2081 69 55 51 51 76 143 75 96 46
leaf_count=57 74 73 51 46 67 47 125 67 52 73 47 62 61 57 50 2081 69 55 51 51 76 143 75 96 46
internal_value=0 0.000178863 0.00103124 -0.000211645 -1.92942e-05 -0.000250669 -0.000608987 0.000422736 -0.000541591 0.000330266 -4.0335e-05 0.000447252 0.000980778 -0.000239292 -0.000199444 -7.72036e-05 -0.000796368 -4.04095e-05 -6.49077e-05 -2.44254e-05 -0.000792563 7.89632e-06 -7.1162e-05 -4.27376e-05 0.000561777
internal_weight=0 1141 216 143 925 558 365 193 119 367 233 186 134 119 318 2611 126 2485 2430 2303 127 268 2252 2177 92
internal_count=3752 1141 216 143 925 558 365 193 119 367 233 186 134 119 318 2611 126 2485 2430 2303 127 268 2252 2177 92
is_linear=0
shrinkage=0.0995203


Tree=5122
num_leaves=19
num_cat=0
split_feature=4 17 17 18 18 0 0 17 18 18 4 1 5 3 3 29 5 0
split_gain=0.00559331 0.0048218 0.0213811 0.00669189 0.0227178 0.0103436 0.0119932 0.00590369 0.00495364 0.0197196 0.0100634 0.0108807 0.00471477 0.00415353 0.00520366 0.00589316 0.00329323 0.00685581
threshold=0.14903500000000006 0.052150000000000009 0.061900000000000018 -0.011569999999999999 -0.048605000000000002 -0.082794999999999994 -0.079379999999999992 0.043850000000000007 0.088250000000000009 0.089775000000000021 0.10845500000000002 -0.080349999999999991 -0.020074999999999999 0.15108000000000005 0.13902500000000004 0.091190000000000021 -0.056974999999999998 -0.077314999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 -4 -7 8 13 -10 11 -11 16 14 15 -1 17 -5
right_child=-2 2 3 12 -6 6 -8 -9 9 10 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-9.7909635541540416e-05 0.00085724654175176182 0.0018057986452334207 -0.0010713214578849956 3.6833241758438025e-06 0.0019217456134911443 0.0014226317722550951 -0.00032810506841135728 -0.0011022728307868476 0.0020563481234510119 -0.00046536974814103332 -0.0011358219765985405 0.00061312874094270498 -0.0010680369859098965 -0.00097171370593190172 0.00083492670721454837 -0.0010843884871488854 0.00060248939934576284 -0.0011030019614879079
leaf_weight=2064 74 74 72 313 74 64 97 55 52 149 65 243 54 56 57 62 60 67
leaf_count=2064 74 74 72 313 74 64 97 55 52 149 65 243 54 56 57 62 60 67
internal_value=0 -1.66346e-05 0.000187032 3.64604e-05 0.000402208 -7.68794e-05 0.000362756 -8.05042e-05 -5.9756e-05 0.000219908 9.15637e-06 0.000201101 -0.000189179 -0.000123699 -0.00010157 -0.000127063 -7.94583e-05 -0.000189289
internal_weight=0 3678 875 801 307 233 161 2803 2748 509 457 392 494 2239 2183 2126 440 380
internal_count=3752 3678 875 801 307 233 161 2803 2748 509 457 392 494 2239 2183 2126 440 380
is_linear=0
shrinkage=0.0995203


Tree=5123
num_leaves=20
num_cat=0
split_feature=4 26 1 2 2 2 0 8 0 2 6 2 26 1 0 0 9 6 6
split_gain=0.00453567 0.00468839 0.00419646 0.0125621 0.00416319 0.0168443 0.0498624 0.0475018 0.0215143 0.00858307 0.00634701 0.0151895 0.0136342 0.00539528 0.00584469 0.0130755 0.00894069 0.00477017 0.00560402
threshold=0.14903500000000006 -0.14859999999999998 0.060860000000000011 -0.096664999999999987 -0.082234999999999989 -0.083534999999999984 -0.083694999999999992 -0.074844999999999981 -0.087300000000000003 -0.082025000000000001 0.098855000000000012 -0.073884999999999992 0.090385000000000021 -0.50597999999999999 0.019150000000000004 -0.061654999999999995 0.095950000000000021 0.094510000000000025 0.091495000000000007
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 8 -8 -7 -6 17 -12 -13 -3 15 -15 -16 18 -11
right_child=-2 4 -4 -5 9 6 7 -9 -10 10 11 12 -14 14 16 -17 -18 -19 -20
leaf_value=-3.203506357959687e-05 0.00077193333323744083 0.0010221170247366879 0.0001935658107773356 -0.0020316970778184555 -0.0013774864228015082 0.00058384187526338519 0.0041900572468719028 0.0001238644021416676 -0.0022224891703910648 3.045692706319498e-05 -0.0015829684232152867 -0.0010958154237191813 0.00050009593140804367 -6.5863926263785158e-05 4.5970585064854191e-05 0.0015563516642943189 -0.0017635439466280568 0.00073156091323533514 -0.0008610484678014432
leaf_weight=82 74 48 59 51 49 65 64 52 46 1602 86 80 157 913 60 52 48 91 73
leaf_count=82 74 48 59 51 49 65 64 52 46 1602 86 80 157 913 60 52 48 91 73
internal_value=0 -1.50012e-05 -0.00049387 -0.000804978 1.11388e-05 0.000148311 0.000930126 0.00237434 -0.000571768 -7.49649e-05 -4.40208e-05 -0.0004498 -3.51543e-05 -9.27426e-06 -5.61759e-05 2.07026e-05 -0.000750679 2.97324e-05 -7.90803e-06
internal_weight=0 3678 192 133 3486 1348 227 116 111 2138 2089 323 237 1121 1073 965 108 1766 1675
internal_count=3752 3678 192 133 3486 1348 227 116 111 2138 2089 323 237 1121 1073 965 108 1766 1675
is_linear=0
shrinkage=0.0995203


Tree=5124
num_leaves=24
num_cat=0
split_feature=19 2 2 17 17 9 0 27 21 21 6 9 17 26 17 9 5 6 0 8 6 17 2
split_gain=0.010332 0.0079797 0.00943337 0.0256304 0.020229 0.0156592 0.0155755 0.0074446 0.00871757 0.0125806 0.00632268 0.0220716 0.0140411 0.00858212 0.0135282 0.0207825 0.00899432 0.0135289 0.00789222 0.00720552 0.0057869 0.00451933 0.00484369
threshold=0.14023500000000003 -0.085944999999999994 -0.082830000000000001 0.0084900000000000028 -0.13530499999999998 0.087765000000000024 -0.083390000000000006 -1.0000000180025095e-35 -0.085914999999999991 -0.070074999999999985 -0.0093650000000000001 0.083955000000000016 0.0041300000000000009 0.089725000000000013 -0.011809999999999999 0.084115000000000009 0.066815000000000027 0.087575000000000028 -0.067345000000000002 -0.080724999999999991 0.098855000000000012 -0.43873000000000001 -0.096664999999999987
decision_type=2 2 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 -6 -4 -9 -10 11 -1 21 14 16 -16 17 -12 -18 -15 -11 -13 -23
right_child=-2 2 7 -5 5 -7 -8 8 9 20 13 12 -14 19 15 -17 18 -19 -20 -21 -22 22 -24
leaf_value=0.0016486706691196402 -0.0015189420198814128 0.0015499493424274693 -0.00097354853493837536 0.0022460493425001679 -0.00036936913586850685 -0.001700314706421578 0.001705478737551191 0.0011075421342662936 -0.0013469175559174763 6.0184213629596887e-05 -0.00042091492786932623 -0.00088832185859893205 -0.0018921586233433523 0.0012251627416317204 -0.0029463473756285094 -0.00041136343909067814 -0.0019523489609485484 0.0014265655364445822 -0.00041483852396317856 -0.00036478564690719205 -0.00039842417583915658 -0.00020120088978737351 0.00084842280924814076
leaf_weight=67 49 75 84 67 150 61 47 66 72 1801 151 49 49 46 59 72 52 53 96 72 321 116 69
leaf_count=67 49 75 84 67 150 61 47 66 72 1801 151 49 49 46 59 72 52 53 96 72 321 116 69
internal_value=0 -6.3304e-05 2.25165e-05 0.000469411 0.000109491 -0.000306074 0.00012149 -5.33963e-05 -1.88337e-05 -5.30905e-05 -0.00031179 2.22342e-05 -0.000359931 -0.000507675 -0.000694007 -0.00155932 -0.000369646 5.50551e-05 -0.000960577 0.000248087 -8.8048e-06 -3.55808e-05 0.000185855
internal_weight=0 3695 2744 400 333 258 197 2344 2260 2194 951 350 283 601 483 131 352 204 148 118 2122 234 185
internal_count=3744 3695 2744 400 333 258 197 2344 2260 2194 951 350 283 601 483 131 352 204 148 118 2122 234 185
is_linear=0
shrinkage=0.0995203


Tree=5125
num_leaves=31
num_cat=0
split_feature=0 18 18 2 2 17 0 22 18 0 5 2 18 3 3 17 3 3 2 1 6 6 3 17 3 3 3 5 5 18
split_gain=0.00609671 0.0152891 0.0242426 0.0456035 0.011422 0.0385326 0.01442 0.00840701 0.00762903 0.0213707 0.0211565 0.0177248 0.0113612 0.010723 0.0070058 0.00641743 0.00634231 0.00844252 0.0121145 0.0083801 0.0074419 0.00587706 0.00564858 0.0104333 0.005462 0.0119402 0.00941627 0.00716084 0.00970763 0.00331954
threshold=-0.079564999999999983 -0.090899999999999995 -0.098315 -0.085944999999999994 -0.073884999999999992 0.28919000000000006 -0.076439999999999994 0.11657000000000002 -0.046804999999999992 -0.071799999999999989 -0.067559999999999995 -0.082904999999999993 -0.084629999999999997 0.10426500000000002 0.086465000000000028 -0.53166999999999998 0.16149500000000003 0.11868500000000003 -0.065059999999999993 -0.50597999999999999 0.11766500000000002 -0.070864999999999997 0.11868500000000003 -0.14051499999999997 0.092510000000000023 0.094045000000000031 0.096385000000000012 0.065520000000000023 -0.014374999999999999 -0.1394
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 8 -6 15 12 10 -10 13 22 -11 -1 -3 17 18 -8 -20 21 -19 23 -2 27 -26 -27 28 -17 -16
right_child=4 7 3 -5 6 -7 16 -9 9 11 -12 -13 -14 -15 29 24 -18 20 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00095644971933908629 0.00028644479573539875 0.0011208588516790044 -9.3889101412362555e-06 0.0037901594667992533 0.0016175401376244626 -0.0031202459742255603 -0.0012758977296857793 -0.0013737640670226665 -0.0022384260638445572 -0.00073064784869467309 0.00020757935068982467 0.0018185800711224061 -0.0021065896833321702 0.00084761972849235236 0.00089673496786915195 -0.00035109406031771137 -0.00091080000931066066 0.00034893377300540719 -0.00076865170804637053 0.00040928058068046377 -0.00042918744969333951 0.001723142784979333 -0.0013157917219534592 -0.0012555165795004968 0.0013043716253857535 -0.0010839085458378311 0.00015579938087770216 -0.0013827270777783519 0.0002327116916333589 -0.00019462507554947466
leaf_weight=59 144 46 67 58 54 52 84 48 69 94 70 75 47 78 59 784 79 66 83 213 48 61 55 62 80 69 503 48 439 50
leaf_count=59 144 46 67 58 54 52 84 48 69 94 70 75 47 78 59 784 79 66 83 213 48 61 55 62 80 69 503 48 439 50
internal_value=0 2.52755e-05 0.000697299 0.00174705 -0.000235705 -0.000505547 5.56962e-05 -7.19403e-05 -0.000308453 -1.15457e-05 -0.00100074 0.00054181 -0.000677893 -1.01624e-05 -7.88954e-05 -3.97889e-05 -7.60404e-05 4.13063e-05 -0.000220518 7.62163e-05 0.000614517 0.00101543 -0.000417481 -0.000173667 -6.79784e-05 0.000165532 4.82295e-06 -0.000188409 -0.000140866 0.000388601
internal_weight=0 2310 293 125 1434 746 688 2017 694 386 139 247 308 172 168 1969 634 555 380 296 175 127 261 206 1923 652 572 1271 1223 109
internal_count=3744 2310 293 125 1434 746 688 2017 694 386 139 247 308 172 168 1969 634 555 380 296 175 127 261 206 1923 652 572 1271 1223 109
is_linear=0
shrinkage=0.0995203


Tree=5126
num_leaves=14
num_cat=0
split_feature=19 5 23 2 18 2 17 3 7 4 0 6 17
split_gain=0.00761985 0.00583989 0.00498149 0.00470352 0.00771528 0.0306235 0.00819437 0.0070571 0.00636896 0.00609858 0.00574715 0.00609485 0.00365678
threshold=0.14023500000000003 0.63223000000000018 -0.065019999999999981 -0.085944999999999994 -0.088855000000000003 -0.083344999999999989 -0.019465 0.10377500000000002 1.0000000180025095e-35 0.10343500000000001 0.019150000000000004 -0.0093650000000000001 -0.53299999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -5 -7 10 12 -9 11 -4 -6
right_child=-2 -3 3 4 8 6 -8 9 -10 -11 -12 -13 -14
leaf_value=-0.00086438905881280317 -0.0013006687024819121 -0.00094479694444548365 0.0001478714947841033 0.0025633178867130184 0.0007344848479022072 -7.4598476519559441e-05 0.0013169807337591994 0.00095426858469173186 0.0010529283343124209 -0.00028064725611732084 -0.0012342867132426069 -0.00047935464363197815 -7.2331557190404922e-05
leaf_weight=70 49 71 236 58 57 325 48 86 53 72 66 430 2123
leaf_count=70 49 71 236 58 57 325 48 86 53 72 66 430 2123
internal_value=0 -5.05172e-05 -3.27709e-05 -1.61609e-05 4.97646e-05 0.000435367 0.000102284 -0.000214413 -2.42954e-05 0.000386341 -0.000345202 -0.000255865 -5.08604e-05
internal_weight=0 3695 3624 3554 2664 431 373 890 2233 158 732 666 2180
internal_count=3744 3695 3624 3554 2664 431 373 890 2233 158 732 666 2180
is_linear=0
shrinkage=0.0995203


Tree=5127
num_leaves=19
num_cat=0
split_feature=10 19 5 17 3 5 8 26 1 9 26 17 5 3 26 17 3 6
split_gain=0.00638042 0.00687097 0.00486235 0.0126904 0.0222602 0.0113664 0.0265591 0.0096846 0.0096274 0.0182465 0.0179426 0.00457576 0.00940516 0.00816317 0.00448586 0.0127997 0.00938325 0.00618598
threshold=0.090150000000000022 0.13881500000000005 -0.014374999999999999 -0.0096999999999999986 0.084505000000000011 -0.020074999999999999 -0.084915000000000004 0.41344500000000012 -0.07002499999999999 0.094010000000000024 0.092180000000000026 0.048755000000000014 -0.09583499999999999 0.099145000000000025 0.11215000000000001 -0.015100000000000001 0.11816500000000002 -0.096934999999999993
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 -5 7 -7 11 10 -10 -6 12 -1 -13 15 17 -16 -4
right_child=-2 -3 3 4 8 6 -8 -9 9 -11 -12 13 -14 -15 16 -17 -18 -19
leaf_value=-0.00021837324488138934 -0.00089343616107546205 -0.0011441813339291543 0.00090466677124256486 0.0026477827344716289 0.00060510803296970719 -0.0024713040217188048 0.00039777581585483096 -0.001476389443839807 5.6664648670359355e-05 0.0024324471404882906 -0.0014996850194690127 -0.00049085265662657772 0.00036091889749311889 0.00027538928171276039 0.0015116355047298463 -0.0014211149771007345 -0.0003990288300292116 -7.3523050887238698e-05
leaf_weight=515 89 55 68 47 107 64 63 47 88 51 64 426 600 202 53 68 48 1089
leaf_count=515 89 55 68 47 107 64 63 47 88 51 64 426 600 202 53 68 48 1089
internal_value=0 -3.9934e-05 -2.28361e-05 0.000100327 0.000627146 -0.000131393 -0.00104161 -6.63552e-05 0.000318151 0.000934245 -0.000177864 -2.78639e-05 9.26193e-05 -0.000243083 -4.08912e-05 -9.40287e-05 0.000595492 -1.53246e-05
internal_weight=0 3655 3600 1683 357 1917 127 1790 310 139 171 1743 1115 628 1326 1225 101 1157
internal_count=3744 3655 3600 1683 357 1917 127 1790 310 139 171 1743 1115 628 1326 1225 101 1157
is_linear=0
shrinkage=0.0995203


Tree=5128
num_leaves=9
num_cat=0
split_feature=10 17 19 19 5 3 3 0
split_gain=0.0308224 0.020881 0.020109 0.00562437 0.00414313 0.00398358 0.0208659 0.00568398
threshold=0.093790000000000026 -0.57205499999999987 0.14061500000000002 -0.09028499999999999 -0.54885499999999998 0.08920500000000002 0.089655000000000026 -0.082135
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 7 -7 -6
right_child=-2 2 -4 4 5 6 -8 -9
leaf_value=0.0020055301818620972 -0.0021284592853800396 0.00085243339586116198 0.0020203610388159349 -0.00086165976370305747 -2.910816516341839e-05 -0.0018764756385928887 -6.3700461016531309e-05 0.00041841257010692874
leaf_weight=52 67 70 48 61 990 65 1995 391
leaf_count=52 67 70 48 61 990 65 1995 391
internal_value=0 2.54042e-05 -2.81344e-06 -3.02298e-05 -4.81067e-05 -3.34466e-05 -0.000121297 9.70048e-05
internal_weight=0 3672 3620 3572 3502 3441 2060 1381
internal_count=3739 3672 3620 3572 3502 3441 2060 1381
is_linear=0
shrinkage=0.0995203


Tree=5129
num_leaves=9
num_cat=0
split_feature=22 17 19 35 19 4 4 4
split_gain=0.0266425 0.017003 0.0123049 0.00491121 0.00426756 0.00447001 0.0129767 0.0087818
threshold=0.13264000000000004 -0.57205499999999987 0.13961000000000004 0.004000000000000001 -0.10411999999999999 0.11670500000000002 0.12028000000000003 0.11284500000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -6
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=0.0018059396607869652 -0.0022936830771271813 0.00079712667744250725 0.0015762776872095964 -0.0010496411216449127 -4.505074896408604e-05 0.0017415546654752367 5.0765238837080348e-05 -0.0013261087116115081
leaf_weight=52 50 63 48 46 3069 53 304 54
leaf_count=52 50 63 48 46 3069 53 304 54
internal_value=0 1.90265e-05 -6.29679e-06 -2.76906e-05 -1.41912e-05 -2.91141e-05 0.000304072 -6.74638e-05
internal_weight=0 3689 3637 3589 3543 3480 357 3123
internal_count=3739 3689 3637 3589 3543 3480 357 3123
is_linear=0
shrinkage=0.0995203


Tree=5130
num_leaves=14
num_cat=0
split_feature=27 18 19 17 17 9 18 1 1 17 6 6 0
split_gain=0.0254355 0.0164914 0.0109334 0.00374103 0.0071285 0.0263484 0.00624797 0.010013 0.00983446 0.0046696 0.00636864 0.0180462 0.00521774
threshold=0.11301500000000002 0.31690500000000005 0.13695500000000002 -0.062765000000000001 -0.036600000000000001 0.092225000000000015 0.084405000000000022 -0.078509999999999983 -0.072579999999999992 -0.068169999999999994 -0.092919999999999989 -0.096934999999999993 -0.077784999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 -5 8 -8 -6 10 11 -1 -12
right_child=-2 -3 -4 4 6 -7 7 -9 -10 -11 12 -13 -14
leaf_value=0.00014281850977629351 -0.0018500846644716727 0.0018984417403153341 0.0013575196939902914 0.00035168262074424352 -0.00056809277027578941 -0.002372200599475727 0.00075721194707587469 -0.00011664710104432537 0 0.00092713627182166355 0.00037213440661913445 -0.0021351055132597949 -5.5564752027680402e-05
leaf_weight=120 73 46 58 84 416 60 219 316 1108 66 551 48 574
leaf_count=120 73 46 58 84 416 60 219 316 1108 66 551 48 574
internal_value=0 2.59331e-05 1.91259e-06 -1.99309e-05 -0.000100231 -0.000777584 -5.24613e-05 0.000239533 -0.000155503 0.000109636 6.72748e-05 -0.000503145 0.000153185
internal_weight=0 3666 3620 3562 2203 144 2059 535 1524 1359 1293 168 1125
internal_count=3739 3666 3620 3562 2203 144 2059 535 1524 1359 1293 168 1125
is_linear=0
shrinkage=0.0995203


Tree=5131
num_leaves=15
num_cat=0
split_feature=10 1 4 21 26 21 3 3 4 4 1 4 20 2
split_gain=0.0251375 0.00808585 0.0206065 0.00454098 0.0144973 0.00956847 0.00699142 0.00715614 0.00487002 0.0129596 0.010303 0.00739708 0.0053078 0.0028548
threshold=0.09501500000000003 -0.50388999999999995 0.087155000000000024 -0.080634999999999998 0.087675000000000017 -0.070074999999999985 0.090135000000000021 0.086775000000000033 0.10724500000000002 0.10252500000000002 -0.013384999999999999 0.11037000000000002 -0.096095 -0.017704999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 7 -3 9 12 -11 -10 -7 -13
right_child=-2 3 -4 5 -6 8 -8 -9 11 10 -12 13 -14 -15
leaf_value=0.0019187636363559161 -0.0020652783418085283 -0.00042707926694353165 -0.00033796795723826142 -0.0013934617052121692 0.0017057233643282897 0.00058995868672384274 -0.00068933885746788864 0.0011755567910876859 0.0014613255904749154 -0.0022856968270204905 -0.00017016633214053046 -0.00024582491763085694 -6.1931451946910249e-05 0.00031141970270133186
leaf_weight=75 58 47 85 51 63 130 88 65 47 46 47 129 2507 301
leaf_count=75 58 47 85 51 63 130 88 65 47 46 47 129 2507 301
internal_value=0 2.27644e-05 0.000714759 -8.44849e-06 0.000389044 -4.07871e-05 -2.16167e-05 0.000495713 -1.90206e-05 -7.05224e-05 -0.00122536 0.000274022 -2.94838e-05 0.000142343
internal_weight=0 3681 160 3521 263 3258 200 112 3207 2730 93 477 2637 430
internal_count=3739 3681 160 3521 263 3258 200 112 3207 2730 93 477 2637 430
is_linear=0
shrinkage=0.0995203


Tree=5132
num_leaves=24
num_cat=0
split_feature=19 5 5 17 0 0 0 5 2 0 3 6 26 26 2 2 6 0 5 1 26 5 2
split_gain=0.00766064 0.00726106 0.0425141 0.0111303 0.0114025 0.0289116 0.0247319 0.0167862 0.00815004 0.0100794 0.00797921 0.00772395 0.00537192 0.0156143 0.0122141 0.0219489 0.0103554 0.00688051 0.0136286 0.00711916 0.00658118 0.00914565 0.00604615
threshold=-0.10411999999999999 -0.0087549999999999989 -0.010074999999999999 0.51326500000000019 -0.081534999999999982 -0.080614999999999992 -0.082494999999999999 -0.0071849999999999995 0.096520000000000022 0.047575000000000013 0.10871500000000002 0.11884000000000002 0.087625000000000022 0.087045000000000025 -0.08040499999999999 -0.080974999999999991 0.090195000000000011 -0.083589999999999984 -0.041054999999999994 0.056790000000000014 0.085855000000000029 -0.088935 -0.080254999999999993
decision_type=2 2 2 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 -6 7 -3 11 -10 -9 -7 13 20 15 16 -14 19 -19 -16 22 -22 -2
right_child=1 3 -4 -5 5 8 -8 10 9 -11 -12 -13 14 -15 17 -17 -18 18 -20 -21 21 -23 -24
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leaf_weight=66 449 50 63 57 61 647 72 326 72 60 46 63 238 61 128 46 96 251 61 83 47 62 634
leaf_count=66 449 50 63 57 61 647 72 326 72 60 46 63 238 61 128 46 96 251 61 83 47 62 634
internal_value=0 4.1453e-06 0.00011763 -0.000168485 -0.000112233 9.7306e-05 -0.000496915 -0.000203913 -5.3315e-05 0.000663409 2.40293e-05 -0.000187718 4.27803e-05 -9.01102e-05 0.000228085 0.000657723 0.000374183 -8.2515e-05 -0.000380632 0.000354422 -9.94513e-06 0.000726372 -8.48087e-05
internal_weight=0 3673 2219 1454 1397 903 494 422 842 132 372 710 2156 1253 903 380 334 523 312 211 1192 109 1083
internal_count=3739 3673 2219 1454 1397 903 494 422 842 132 372 710 2156 1253 903 380 334 523 312 211 1192 109 1083
is_linear=0
shrinkage=0.0995203


Tree=5133
num_leaves=25
num_cat=0
split_feature=2 2 17 21 26 17 6 2 9 2 21 26 26 26 2 20 4 9 3 2 26 9 9 9
split_gain=0.00583607 0.0191574 0.0329664 0.0113891 0.00828632 0.0078817 0.0100349 0.0111266 0.00874823 0.00574061 0.0116941 0.0115006 0.0660617 0.0487659 0.00805987 0.00722837 0.00569924 0.00608756 0.00916554 0.00994412 0.0067982 0.005735 0.00567382 0.00948275
threshold=-0.088554999999999995 -0.095204999999999998 -0.088525000000000006 0.10726000000000002 -0.23202999999999999 0.42451000000000011 0.11690000000000002 -0.069129999999999983 0.09143500000000003 -0.082234999999999989 -0.021529999999999997 0.089625000000000024 0.088545000000000026 0.091195000000000012 -0.081864999999999993 -0.014534999999999999 0.10724500000000002 0.095950000000000021 0.092200000000000018 -0.10018999999999999 -0.091484999999999997 0.091405000000000028 0.13087500000000005 0.11351500000000002
decision_type=2 2 2 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 16 -2 9 7 8 -7 10 15 12 -12 -13 -11 -6 17 18 19 -1 -19 -20 23 -16
right_child=4 2 -4 -5 5 6 -8 -9 -10 14 11 13 -14 -15 22 -17 -18 20 21 -21 -22 -23 -24 -25
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leaf_weight=156 57 55 51 62 66 50 48 52 50 68 446 48 60 105 1765 72 75 49 53 56 58 52 81 104
leaf_count=156 57 55 51 62 66 50 48 52 50 68 446 48 60 105 1765 72 75 49 53 56 58 52 81 104
internal_value=0 -0.000245471 -0.00147254 -1.21591e-05 7.92012e-05 0.000101924 -0.000500832 -9.89706e-05 0.000509187 0.000145039 0.000371362 0.000546377 0.000775331 -0.000205465 5.52479e-05 -0.000458465 -0.000171663 -0.000314404 -9.2458e-05 -0.000471328 -0.000964294 0.000664703 9.27733e-05 5.69656e-05
internal_weight=0 667 106 561 3072 3015 200 152 100 2815 797 659 506 153 2018 138 499 424 317 212 107 105 1950 1869
internal_count=3739 667 106 561 3072 3015 200 152 100 2815 797 659 506 153 2018 138 499 424 317 212 107 105 1950 1869
is_linear=0
shrinkage=0.0995203


Tree=5134
num_leaves=35
num_cat=0
split_feature=0 0 0 1 6 17 6 6 0 2 18 1 8 0 8 18 8 0 8 6 18 0 0 0 1 8 0 17 17 2 17 8 20 3
split_gain=0.00488787 0.0202023 0.0233415 0.017797 0.0597286 0.0171281 0.0124281 0.0457866 0.0200188 0.0122422 0.022377 0.0209075 0.0284144 0.00854523 0.0141142 0.0147052 0.00963418 0.00758555 0.0202379 0.0195961 0.0133422 0.00706082 0.00643033 0.0243954 0.0159139 0.0138194 0.018713 0.00566664 0.00953605 0.0252326 0.0117283 0.00939062 0.00469367 0.00233334
threshold=-0.082494999999999999 -0.080884999999999999 -0.080500000000000002 -0.083284999999999984 0.087975000000000012 0.0041300000000000009 0.087515000000000023 0.088915000000000022 -0.086304999999999993 -0.082830000000000001 -0.011569999999999999 -0.048734999999999994 -0.086995000000000003 -0.075179999999999983 -0.082584999999999992 -0.0047450000000000001 -0.070134999999999989 -0.068604999999999985 -0.072559999999999999 0.091495000000000007 -0.023444999999999997 -0.066264999999999991 -0.085754999999999984 -0.086414999999999992 -0.0090649999999999984 -0.085814999999999989 -0.084759999999999988 -0.095109999999999986 -0.053765 0.08814000000000001 -0.019465 -0.082184999999999994 0.0040650000000000018 0.089605000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 4 -2 -5 22 8 -8 10 -9 12 -11 14 -4 16 -16 18 20 -20 -15 -19 23 27 25 -24 -27 31 29 -29 -30 33 -23 -1
right_child=1 2 13 5 -6 -7 7 9 -10 11 -12 -13 -14 17 15 -17 -18 21 19 -21 -22 32 24 -25 -26 26 -28 28 30 -31 -32 -33 -34 -35
leaf_value=0.00035092072724889875 0.0003820530506163311 0.0021633910087457053 -0.0018721992822305334 0.0010393083757998479 -0.0045972362933466545 -0.0012943225539749118 0.0039827103332336893 0.0021790948059211093 0.001164056439103482 6.5823961711188248e-06 -0.00044546209037029652 0.0010398628761472883 -0.0032675032987513433 0.0027044362634613662 -0.00093838887378195528 0.0011010177737386315 0.00045610492962337045 -0.0010524425963164903 0.00086431858016589177 -0.0012806804727274383 0.00051860229184244372 0.00011306107795157614 -0.0014188223665658245 -0.0021562258043792636 0.0017262242279091028 0.0020898839905322229 -0.00044336695863389465 4.1820601163616591e-05 -0.001338889601386311 0.0026191716125032252 4.8901882941268864e-05 -0.0016466651553802634 -0.00063109766463959722 -0.00057161691680746073
leaf_weight=66 49 49 59 58 46 67 46 57 57 60 73 51 46 54 177 68 67 65 89 80 59 716 51 54 71 47 74 146 65 51 828 52 95 46
leaf_count=66 49 49 59 58 46 67 46 57 57 60 73 51 46 54 177 68 67 65 89 80 59 716 51 54 71 47 74 146 65 51 828 52 95 46
internal_value=0 -9.90883e-05 2.49647e-05 -0.000992607 -0.00202036 -0.000204969 0.00012858 0.000630784 0.00243082 -1.23704e-05 0.000699008 -0.000606624 -0.00140653 -4.30303e-05 -0.000459051 -0.000189196 -0.00055212 8.95473e-05 0.000538744 -0.000146222 0.00157041 -5.41226e-05 1.77229e-06 -8.50393e-05 0.000472423 -4.03752e-05 0.000533858 3.49783e-06 8.62066e-05 0.00071321 -5.11965e-05 -0.000541221 2.48814e-05 -2.06696e-05
internal_weight=0 1798 1578 220 95 125 1941 390 103 287 130 157 106 1529 371 312 244 1158 282 169 113 876 1551 1308 243 172 121 1254 1090 197 893 164 811 112
internal_count=3739 1798 1578 220 95 125 1941 390 103 287 130 157 106 1529 371 312 244 1158 282 169 113 876 1551 1308 243 172 121 1254 1090 197 893 164 811 112
is_linear=0
shrinkage=0.0995203


Tree=5135
num_leaves=19
num_cat=0
split_feature=19 27 2 1 5 2 3 0 1 2 20 20 20 3 0 4 6 2
split_gain=0.00574015 0.00610722 0.0059038 0.00892773 0.0141946 0.0108981 0.0208108 0.0150448 0.00953084 0.00846934 0.00719415 0.0163035 0.0108925 0.00690937 0.00524526 0.00865573 0.0048377 0.00470226
threshold=-0.10411999999999999 -0.086859999999999993 -0.088385000000000005 -0.079844999999999985 -0.088604999999999989 -0.082830000000000001 0.088185000000000027 -0.081094999999999987 -0.078729999999999994 -0.089549999999999991 -0.083404999999999993 -0.084949999999999984 -0.08231999999999999 0.096775000000000014 0.12461500000000002 0.10801000000000002 0.097935000000000022 -0.10018999999999999
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 -4 6 -6 -7 -5 13 11 -10 -12 16 15 -15 17 -3
right_child=1 2 3 8 5 7 -8 -9 10 -11 12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0009369798344086561 -0.00092010951789340363 -0.00030100953200711916 0.001655702176824377 -0.0013263024714460843 0.00025239587032677287 -0.00099309474672334367 0.002171657911158142 0.00026966681096121556 0.00013538666087088171 -0.0015414260464610406 -0.0013990998442717454 0.0021222163116219259 -3.285557305830242e-05 0.0010008229378591282 -0.00058751259445008963 -0.00053313006854258506 0.00037537303024930748 -0.0011315977330690343
leaf_weight=66 70 212 75 55 286 133 70 313 285 47 60 48 1628 123 52 51 63 102
leaf_count=66 70 212 75 55 286 133 70 313 285 47 60 48 1628 123 52 51 63 102
internal_value=0 3.36228e-07 1.84461e-05 7.8426e-05 0.000344744 0.000221127 0.000632079 -0.000105061 -3.36849e-05 -0.000252788 1.08765e-06 0.000424235 -8.19038e-05 -0.000150989 0.000281963 0.000546511 -0.000412702 -0.000573426
internal_weight=0 3673 3603 2953 877 802 356 446 2076 650 2021 333 1688 603 226 174 377 314
internal_count=3739 3673 3603 2953 877 802 356 446 2076 650 2021 333 1688 603 226 174 377 314
is_linear=0
shrinkage=0.0995203


Tree=5136
num_leaves=14
num_cat=0
split_feature=4 21 19 3 4 3 4 9 9 9 8 21 1
split_gain=0.00928183 0.00619125 0.00468198 0.00510638 0.00788712 0.00681423 0.00622714 0.00592127 0.0130485 0.0103632 0.00859931 0.0069023 0.00312707
threshold=0.15221500000000004 0.16638500000000003 -0.050215000000000003 0.096035000000000023 0.13528000000000004 0.095240000000000019 0.11541000000000003 0.094085000000000016 0.09667000000000002 0.092855000000000021 -0.07594999999999999 0.094215000000000021 -0.066524999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 9 12 11 -10 -5 -9
right_child=-2 -3 3 7 -6 -7 -8 8 10 -11 -12 -13 -14
leaf_value=-0.00070998113292194281 0.0012101121497161505 -0.0011193298253528001 -3.7918482876543301e-05 0.00030162343211136399 -0.0013294164963703376 -0.0011992339676420508 0.0011084795643379506 0.0017776294888066338 -0.00071572007014407348 -0.0014391753107551807 0.00037000420801239914 -0.00038392712315618458 0.00080273713687596768
leaf_weight=88 63 49 2074 470 48 49 48 64 90 47 361 210 76
leaf_count=88 63 49 2074 470 48 49 48 64 90 47 361 210 76
internal_value=0 -8.04114e-06 6.7546e-06 2.48183e-05 -6.70703e-05 -3.87832e-05 -1.1601e-05 0.000180144 0.000414132 -8.94497e-06 0.000151526 8.87054e-05 0.00125425
internal_weight=0 3674 3625 3537 2219 2171 2122 1318 591 727 451 680 140
internal_count=3737 3674 3625 3537 2219 2171 2122 1318 591 727 451 680 140
is_linear=0
shrinkage=0.0995203


Tree=5137
num_leaves=23
num_cat=0
split_feature=4 26 3 3 20 3 26 3 1 1 3 2 1 5 3 8 4 4 5 1 1 21
split_gain=0.00752708 0.00547512 0.00913331 0.0226558 0.0136395 0.0214623 0.00934753 0.00833443 0.00833059 0.03052 0.0115461 0.00923411 0.0125695 0.0159532 0.0108726 0.0100572 0.00723819 0.0142794 0.01285 0.00823558 0.00596834 0.00514771
threshold=0.15221500000000004 0.091195000000000012 0.11492500000000001 0.11308000000000003 -0.15615999999999999 0.11125500000000002 0.088685000000000028 0.11741000000000003 -0.082489999999999994 -0.087734999999999994 0.08785500000000003 -0.081055000000000002 -0.076894999999999991 -0.061665000000000005 0.11462500000000002 -0.054384999999999996 0.11849500000000003 0.11103500000000002 -0.42676999999999993 0.0099250000000000015 -0.11064999999999998 0.11678500000000003
decision_type=2 2 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 -4 9 20 -10 15 13 -13 -14 -12 17 21 -18 -20 -3 -9
right_child=-2 8 7 -5 5 -7 -8 16 10 -11 11 12 14 -15 -16 -17 18 -19 19 -21 -22 -23
leaf_value=-0.0014246620581236458 0.0010896815565602635 0.00044816642275830905 0.0015344337061253216 -0.0023234359196898763 -2.9105602859149096e-05 0.0020352284462809424 -0.00063600339857245683 0.0008895369523968128 -0.0013906581216139521 0.002462544416134953 0.00020392746727789665 -0.0021290310291443527 0.00049297870168731495 0.00034915293506037899 -0.00046268367988777913 0.0021023883453185049 0.0017301207278056121 -0.0017901139599290634 0.00075770668641290733 -0.00091697892399796943 -0.00086601636912995549 -0.00044922874200417466
leaf_weight=76 63 83 52 47 1794 47 293 63 52 69 72 57 367 46 173 46 65 46 63 54 58 51
leaf_count=76 63 83 52 47 1794 47 293 63 52 69 72 57 367 46 173 46 65 46 63 54 58 51
internal_value=0 -7.28521e-06 -8.29691e-05 -0.0001604 -0.000114028 -6.69675e-05 -0.000114702 0.000358508 0.000188042 0.000747069 4.26366e-05 0.000141651 -5.59298e-06 -0.00101432 0.000185297 0.000950943 0.000177318 -0.000307595 0.000608113 -8.22839e-06 -8.66137e-05 0.000283435
internal_weight=0 3674 2651 2257 2210 2134 2087 394 1023 210 813 761 643 103 540 118 342 160 182 117 141 114
internal_count=3737 3674 2651 2257 2210 2134 2087 394 1023 210 813 761 643 103 540 118 342 160 182 117 141 114
is_linear=0
shrinkage=0.0995203


Tree=5138
num_leaves=16
num_cat=0
split_feature=4 21 5 5 20 20 4 8 26 18 26 3 8 5 3
split_gain=0.00610333 0.00504383 0.0045809 0.00747761 0.00739397 0.0077597 0.0062358 0.00896848 0.00442015 0.00813606 0.0136438 0.00980605 0.00580419 0.00659032 0.0042019
threshold=0.15221500000000004 0.16638500000000003 -0.46244499999999994 -0.42170999999999997 -0.048779999999999997 -0.09280999999999999 0.12719000000000005 -0.065539999999999987 0.091195000000000012 0.090025000000000022 0.091915000000000024 0.090995000000000006 0.0044850000000000011 0.40249000000000007 0.11089500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 -6 12 10 -10 -11 13 -5 -14
right_child=-2 -3 3 8 6 -7 -8 -9 9 11 -12 -13 14 -15 -16
leaf_value=-0.00067091075238551179 0.00098123612878211618 -0.0010095990346011162 0.00098200784568819614 -7.9968294684466042e-05 0.00033212768864139942 0.00091562482764233767 -0.0015448848957240087 -0.0011573821045050827 0.0019628192898936865 -0.0010664044652447381 0.00027254771644722868 0.00013342071212954927 0.00059047890743849291 -0.00095802498788886243 -0.00019999496063931947
leaf_weight=51 63 49 82 1851 86 75 61 74 52 92 554 250 213 89 95
leaf_count=51 63 49 82 1851 86 75 61 74 52 92 554 250 213 89 95
internal_value=0 -6.53802e-06 6.79478e-06 4.34154e-05 -0.000336789 0.000266959 -0.000684712 -0.000351654 1.90777e-05 0.000199497 0.000418939 -0.000186946 -5.66422e-05 -0.000120672 0.000344006
internal_weight=0 3674 3625 3278 347 126 221 160 3196 948 606 342 2248 1940 308
internal_count=3737 3674 3625 3278 347 126 221 160 3196 948 606 342 2248 1940 308
is_linear=0
shrinkage=0.0995203


Tree=5139
num_leaves=22
num_cat=0
split_feature=26 2 19 26 18 18 3 2 3 18 3 2 2 26 26 1 21 27 22 26 17
split_gain=0.00527195 0.0145889 0.00595476 0.00553586 0.0104298 0.00837731 0.0126017 0.0180736 0.00938947 0.0140515 0.0113745 0.00858673 0.0166195 0.00855479 0.0089874 0.00669976 0.00604042 0.00912271 0.00706384 0.00519994 0.00424184
threshold=-0.236315 -0.063234999999999986 -0.050215000000000003 0.091195000000000012 0.22074500000000005 0.090025000000000022 0.091405000000000028 -0.082644999999999982 0.096595000000000028 -0.074709999999999985 0.12274500000000002 -0.076524999999999996 -0.072624999999999981 0.11819500000000002 0.10038000000000001 -0.049499999999999995 0.13042000000000004 0.10402500000000002 0.12577000000000002 0.089005000000000015 -0.010239999999999999
decision_type=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 16 6 7 -5 9 -8 -10 13 -13 14 -7 -14 17 19 -18 -4 -9
right_child=2 -3 3 5 -6 11 8 20 10 -11 -12 12 15 -15 -16 -17 18 -19 -20 -21 -22
leaf_value=-0.00035870480407156969 -0.00086585361054248178 0.0019644067543854583 1.1774190446335688e-05 0.0023993666713935159 -0.0013779249027106176 -0.0012373495332404973 0.00072234909730520378 -0.00033000352484250506 0.00080334904781011966 -0.0012603430098843864 -0.00051763393648554339 0.0019460380168652112 -0.0011896229408086701 -0.001760667326356237 0.00040471958550121018 0.00035492989474378024 0.0016075229376261799 -0.0014142129461756161 -8.5377002269331037e-05 -0.00045063506730081174 0.00096597116111683909
leaf_weight=58 79 49 2080 69 59 54 57 51 244 92 87 46 48 50 84 65 47 49 49 272 48
leaf_count=58 79 49 2080 69 59 54 57 51 244 92 87 46 48 50 84 65 47 49 49 272 48
internal_value=0 0.0006975 -1.11837e-05 7.59983e-06 -6.9689e-05 0.000206965 0.00041867 0.00116127 0.000157056 -0.000496369 0.000453669 -0.00018602 0.000348971 -0.00064284 -0.000231897 -0.000293919 -3.84496e-05 -6.97122e-05 0.000734912 -4.13537e-05 0.000290079
internal_weight=0 107 3630 3551 2556 995 648 168 480 149 331 347 159 188 138 113 2497 2401 96 2352 99
internal_count=3737 107 3630 3551 2556 995 648 168 480 149 331 347 159 188 138 113 2497 2401 96 2352 99
is_linear=0
shrinkage=0.0995203


Tree=5140
num_leaves=21
num_cat=0
split_feature=4 17 2 5 2 2 17 17 21 21 2 20 2 17 5 21 2 27 9 9
split_gain=0.0243921 0.00628811 0.00824396 0.0128559 0.00513512 0.0100604 0.00456834 0.0153181 0.0116231 0.0143654 0.0114819 0.0215545 0.0127541 0.0100663 0.0111663 0.00995588 0.00834352 0.00353361 0.003022 0.00253469
threshold=0.15730000000000002 -0.54604999999999992 -0.13088999999999998 0.063170000000000018 -0.08569499999999998 -0.24151999999999998 -0.0090649999999999984 -0.012064999999999999 0.089505000000000015 0.087625000000000022 -0.08237499999999999 -0.080934999999999993 -0.087245000000000003 -0.0062099999999999994 -0.040404999999999996 0.091085000000000013 -0.086554999999999993 0.078065000000000023 0.091010000000000021 0.088085000000000011
decision_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 5 -1 7 8 9 -4 11 16 -13 -12 -15 -10 -8 18 -3 -19
right_child=-2 2 6 -5 -6 -7 10 -9 15 -11 13 12 -14 14 -16 -17 -18 19 -20 -21
leaf_value=-0.0011543212147651851 -0.0021704901038280995 0.001290306611521164 5.9179772444466608e-06 0.0020219240871645065 -0.0011293072718917619 0.00078216821377111547 -0.00016655755399829387 0.001481002527433526 0.0017717944959571477 -0.0015557768602730692 -0.0012645860097299493 -0.0025185829885615318 -0.0007372375660332066 -3.2846027985710432e-05 0.0006648686536941872 0.00034044023292858252 0.0014041545156663656 -0.00066386492310660039 0.00016714873370875035 0.0003256492161967935
leaf_weight=47 49 46 971 53 76 61 89 84 55 62 53 52 181 938 299 413 53 48 53 54
leaf_count=47 49 46 971 53 76 61 89 84 55 62 53 52 181 938 299 413 53 48 53 54
internal_value=0 6.43821e-05 9.43573e-05 0.000640677 -0.000502001 -5.29836e-05 5.14085e-05 0.00017248 9.87058e-05 -8.70215e-05 -6.33538e-05 -0.000548343 -0.0011383 7.69968e-05 0.000135139 0.000510404 0.000413929 0.000272394 0.000697289 -0.000131979
internal_weight=0 3688 3504 254 184 108 3250 1585 1501 1033 1665 375 233 1290 1237 468 142 201 99 102
internal_count=3737 3688 3504 254 184 108 3250 1585 1501 1033 1665 375 233 1290 1237 468 142 201 99 102
is_linear=0
shrinkage=0.0995203


Tree=5141
num_leaves=16
num_cat=0
split_feature=4 17 2 5 7 10 20 26 26 5 9 4 2 26 20
split_gain=0.0197796 0.00511246 0.0087492 0.00940181 0.00553925 0.00528162 0.00388202 0.00662379 0.00482002 0.00507461 0.00438949 0.00447916 0.00403408 0.00322949 0.00322424
threshold=0.15730000000000002 -0.56005499999999986 -0.13088999999999998 0.063170000000000018 0.056805000000000015 0.076775000000000024 -0.09638999999999999 -0.2382 -0.112275 -0.097345000000000001 0.088995000000000019 0.10845500000000002 -0.082139999999999991 0.082850000000000021 -0.073489999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 13 -1 10 -8 14 -10 11 12 -4 -3 -9
right_child=-2 2 6 -5 -6 -7 7 8 9 -11 -12 -13 -14 -15 -16
leaf_value=0.00012447889195118085 -0.0019544825230640981 -0.00055684449532418555 -0.00016147722163388685 0.0015339506919104663 0.0009316521908248835 -0.0013119233967384901 -0.0011466862670768696 0.00012597462350813504 -0.0002630680880448849 6.359241190921626e-05 0.00097503947929832046 -0.00071723417078280042 0.00097862343793930252 0.00046637102037064244 0.0013194628472384914
leaf_weight=46 49 77 58 79 74 54 49 47 591 2319 88 47 63 50 46
leaf_count=46 49 77 58 79 74 54 49 47 591 2319 88 47 63 50 46
internal_value=0 5.79969e-05 7.77621e-05 0.000612088 0.000245691 -0.000642992 3.22875e-05 7.94901e-07 1.9791e-05 -2.46867e-06 0.000404541 0.000100835 0.000425364 -0.000147558 0.000725105
internal_weight=0 3688 3588 280 201 100 3308 3052 3003 2910 256 168 121 127 93
internal_count=3737 3688 3588 280 201 100 3308 3052 3003 2910 256 168 121 127 93
is_linear=0
shrinkage=0.0995203


Tree=5142
num_leaves=19
num_cat=0
split_feature=29 0 0 0 3 8 3 8 3 0 0 3 26 21 10 11 9 2
split_gain=0.017434 0.00393247 0.0167662 0.0064798 0.00469904 0.00923287 0.00861925 0.00789123 0.00630608 0.00583704 0.00680441 0.00853965 0.00499947 0.00494179 0.0038064 0.00463213 0.00862507 0.00699958
threshold=0.12737000000000004 -0.057604999999999996 -0.062714999999999993 -0.051394999999999996 0.11404500000000002 -0.071594999999999992 0.11693000000000002 -0.080224999999999991 0.13902500000000004 -0.068604999999999985 -0.071799999999999989 0.09742000000000002 0.11377500000000003 0.10702000000000002 0.089090000000000016 -0.085754999999999984 -0.076039999999999983 -0.157135
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 9 7 -7 8 -6 10 12 -12 -1 -8 15 -5 -17 -18
right_child=-2 3 -4 14 5 6 13 -9 -10 -11 11 -13 -14 -15 -16 16 17 -19
leaf_value=5.342726114338223e-05 -0.0018556759043923769 -0.0011320293868557125 0.0016939515185926805 -0.00084662247785771184 0.00077819027998075505 0.0021113688525193431 0.0011147591199613663 -0.0011521023536772541 -0.00050929339461567701 -0.00078246644375144694 -7.4565549139176936e-05 0.001806732004454693 -0.00050283461646769207 -0.00021721309891543938 -0.00089420742603857199 0.0010961408790093573 0.00076780576475761768 -0.00028846739921047527
leaf_weight=2283 48 63 64 55 102 47 58 48 59 87 46 48 172 51 50 75 78 303
leaf_count=2283 48 63 64 55 102 47 58 48 59 87 46 48 172 51 50 75 78 303
internal_value=0 5.30232e-05 9.95558e-05 -0.000174227 6.52806e-05 0.000400055 0.000979568 -2.8583e-05 0.000301295 1.86146e-05 4.62775e-05 0.000877389 1.41215e-05 0.000484033 -6.52065e-05 1.43072e-05 0.000119943 -7.00738e-05
internal_weight=0 3689 3065 624 3001 365 156 209 161 2636 2549 94 2455 109 561 511 456 381
internal_count=3737 3689 3065 624 3001 365 156 209 161 2636 2549 94 2455 109 561 511 456 381
is_linear=0
shrinkage=0.0995203


Tree=5143
num_leaves=12
num_cat=0
split_feature=7 18 5 3 3 3 26 3 1 1 1
split_gain=0.0161137 0.0046806 0.00732007 0.00288631 0.0182806 0.0132152 0.00736704 0.00677671 0.00362043 0.0151957 0.00610207
threshold=0.10781500000000002 -0.43123499999999998 0.63223000000000018 0.084065000000000015 0.084380000000000024 0.083725000000000022 0.09032500000000003 -0.012959999999999999 0.054560000000000004 0.036605000000000013 0.10637500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 -3 9 -6 -10
right_child=-2 2 -4 4 8 -7 -8 -9 10 -11 -12
leaf_value=0.000754694804296318 -0.0017670124695506181 -0.00033886607249010268 -0.001163756839808543 0.0019325229885222357 6.864405507817534e-05 -0.0015633254230468308 -0.0011318816204423732 0.0005911887936846372 -0.00071199189508043125 0.00182258233079756 1.1785683926639785e-05
leaf_weight=91 49 132 50 52 2398 60 47 186 152 50 470
leaf_count=91 49 132 50 52 2398 60 47 186 152 50 470
internal_value=0 4.94218e-05 3.13516e-05 4.84291e-05 8.17369e-05 -0.00019432 2.84796e-05 0.000202554 5.01214e-05 0.000104802 -0.00016377
internal_weight=0 3688 3597 3547 3122 425 365 318 3070 2448 622
internal_count=3737 3688 3597 3547 3122 425 365 318 3070 2448 622
is_linear=0
shrinkage=0.0995203


Tree=5144
num_leaves=24
num_cat=0
split_feature=2 20 2 2 5 6 1 26 26 8 2 26 8 21 17 6 17 18 17 8 17 2 6
split_gain=0.0202845 0.0172693 0.0161783 0.0157685 0.0133784 0.0144864 0.01276 0.0191749 0.00937153 0.0103345 0.00775196 0.00583365 0.00630854 0.00629328 0.0104002 0.00897601 0.00511576 0.0126313 0.0198808 0.00703327 0.00496511 0.0042611 0.0041299
threshold=-0.098809999999999995 0.0040650000000000018 -0.104295 -0.087075 0.063170000000000018 0.089725000000000013 -0.090374999999999997 0.08488500000000003 -0.236315 0.056535000000000009 -0.089549999999999991 0.10304500000000003 -0.011315 0.093835000000000016 -0.040589999999999994 -0.074569999999999984 -0.56005499999999986 -0.060544999999999995 -0.15802999999999998 0.085560000000000011 0.048755000000000014 -0.16295499999999999 0.085845000000000019
decision_type=2 2 2 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 4 6 -6 -2 10 -5 11 -8 12 22 14 -13 -15 -1 19 -19 -18 -14 -20 -10
right_child=3 -3 -4 8 5 -7 7 -9 9 -11 -12 13 20 15 -16 -17 17 18 21 -21 -22 -23 -24
leaf_value=-0.0010605720526689476 -0.00087062890362470764 -0.0024521279622875787 -0.0021748143265680501 0.0013266472770164101 0.0029585657176828995 0.0004499678506528013 -0.00079525997378184247 0.002363020043634049 -0.00025609084591164449 -0.0011951135021926358 0.00078216488062838262 -0.00041356489937645693 0.00042481113968124252 -0.0013027205547409876 0.00089149992307532052 0.0004385757134836661 -0.00015099886035965516 0.0022058553888407171 -0.00089698238377352928 -0.0018933642565674411 -0.00038769299428219946 0.00019257149636108344 4.6687068704360081e-05
leaf_weight=59 65 47 47 51 47 46 55 52 1217 74 70 80 374 50 239 70 48 46 50 46 92 121 698
leaf_count=59 65 47 47 51 47 46 55 52 1217 74 70 80 374 50 239 70 48 46 50 46 92 121 698
internal_value=0 -0.000639908 -0.00043369 6.30406e-05 0.000710055 0.00172656 0.000316032 0.000756437 -1.02807e-05 -3.41238e-05 8.15489e-05 -3.36781e-06 -6.51175e-05 0.000329679 0.000561645 -0.000280143 -0.000210307 -4.63709e-05 0.000368302 -0.00101236 0.000262646 -0.000121224 -0.000145304
internal_weight=0 464 417 3280 335 93 242 177 2945 2894 125 2820 2381 439 319 120 370 311 217 94 466 171 1915
internal_count=3744 464 417 3280 335 93 242 177 2945 2894 125 2820 2381 439 319 120 370 311 217 94 466 171 1915
is_linear=0
shrinkage=0.0995203


Tree=5145
num_leaves=17
num_cat=0
split_feature=22 2 2 2 2 2 26 18 8 2 26 18 20 4 4 26
split_gain=0.0189821 0.00736223 0.0171653 0.0204494 0.00973106 0.0095069 0.00858162 0.00726692 0.00718462 0.00520907 0.00424295 0.00928183 0.00450615 0.00371802 0.00637689 0.00322889
threshold=0.13264000000000004 -0.097214999999999996 -0.087944999999999995 -0.088764999999999997 -0.10077999999999999 -0.095204999999999998 -0.236315 -0.065634999999999985 0.056535000000000009 -0.24206999999999998 0.11880500000000002 0.11061000000000003 -0.240845 0.10801000000000002 0.10300500000000003 0.084355000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 9 -3 -4 -7 10 -1 12 -12 -8 14 15 -11
right_child=-2 2 6 -5 -6 7 8 -9 -10 13 11 -13 -14 -15 -16 -17
leaf_value=-0.0011239274811282694 -0.0019674599804769721 0.0014669009425944241 0.0013484677586055862 0.0026729110219956757 -0.0014900037646857029 -0.0011227855141255981 0.00093364718676401822 0.00057550783745408845 -0.00099644392861727299 -0.0003567524345081821 3.9452572596860742e-05 0.0015301527419686082 -4.8966105500667805e-05 -0.00072292288540646665 0.0011627831505723993 0.00036908799994179656
leaf_weight=51 49 51 46 51 65 46 47 54 73 169 163 56 2615 67 47 94
leaf_count=51 49 51 46 51 65 46 47 54 73 169 163 56 2615 67 47 94
internal_value=0 4.07836e-06 5.94189e-05 0.000947418 -0.000353694 0.000359214 -1.00168e-07 -0.000197521 -2.13774e-05 -0.000179211 3.04516e-06 0.000424374 -3.13096e-05 -4.92394e-05 9.37225e-05 -9.42139e-05
internal_weight=0 3695 3202 202 493 151 3000 100 2954 428 2881 219 2662 377 310 263
internal_count=3744 3695 3202 202 493 151 3000 100 2954 428 2881 219 2662 377 310 263
is_linear=0
shrinkage=0.0995203


Tree=5146
num_leaves=18
num_cat=0
split_feature=10 3 3 2 2 5 9 5 0 3 17 11 8 8 2 9 0
split_gain=0.0200295 0.00782402 0.00754408 0.00618892 0.0115073 0.0113763 0.0188922 0.0113109 0.0209154 0.0104495 0.00850553 0.00385847 0.00340511 0.0142611 0.00747288 0.00300526 0.00180672
threshold=0.093790000000000026 0.17152000000000003 0.15361500000000003 -0.098809999999999995 -0.087075 0.063170000000000018 0.089605000000000018 -0.0081349999999999981 -0.080884999999999999 0.10457000000000002 -0.13530499999999998 -0.39477499999999999 -0.084554999999999991 -0.08569499999999998 -0.085804999999999992 0.093425000000000022 -0.10148
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 10 -7 15 -9 -10 -5 -3 13 -6 -14 16 -1
right_child=-2 11 -4 4 12 6 -8 8 9 -11 -12 -13 14 -15 -16 -17 -18
leaf_value=0.00024543485974778977 -0.001737755329844776 0.00024662128264918919 -0.0012648609722894536 -0.00094045956649336496 -5.2210876542426008e-05 0.002944354042305807 8.8303891816189918e-05 -0.0026152055360679815 0.00042451633370746157 -0.0011549824257333218 0.00053722397777147368 0.0015324206772290756 0.00095187091873062267 -0.0014626277487294549 2.0687740895154164e-05 0.00078297424412371135 -0.00053979924149088858
leaf_weight=70 66 48 47 48 934 47 46 51 89 77 192 48 90 77 1704 61 49
leaf_count=70 66 48 47 48 934 47 46 51 89 77 192 48 90 77 1704 61 49
internal_value=0 1.1292e-05 -1.22452e-05 4.17756e-06 5.12439e-05 0.000604415 0.00154049 -0.000365786 -0.000850356 -0.000303211 0.000238276 0.000898049 -1.41349e-05 -0.000160441 6.7859e-05 0.000213843 -7.10177e-05
internal_weight=0 3678 3582 3535 3138 333 93 397 217 166 240 96 2805 1011 1794 180 119
internal_count=3744 3678 3582 3535 3138 333 93 397 217 166 240 96 2805 1011 1794 180 119
is_linear=0
shrinkage=0.0995203


Tree=5147
num_leaves=12
num_cat=0
split_feature=10 3 3 1 1 1 10 21 7 0 11
split_gain=0.0162424 0.00635683 0.00611765 0.00638242 0.0241254 0.00860221 0.00632339 0.0071191 0.00464137 0.0125301 0.00311538
threshold=0.093790000000000026 0.17152000000000003 0.15361500000000003 -0.096749999999999989 -0.11064999999999998 -0.092674999999999993 0.086030000000000023 0.09266000000000002 0.078295000000000017 -0.0083449999999999983 -0.39477499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 7 -1 9 -7 -3
right_child=-2 10 -4 5 -6 8 -8 -9 -10 -11 -12
leaf_value=0.00019066307431873396 -0.0015648135793595831 0.00022207748569370563 -0.0011389818279558077 0.0012196004194501646 -0.0024960263365696655 2.4964192955785085e-05 -0.0011174097783675254 -0.0010252968008701037 -0.00084621541997116981 0.0016305647672521253 0.0013799140462710364
leaf_weight=357 66 48 47 62 46 2854 54 55 58 49 48
leaf_count=357 66 48 47 62 46 2854 54 55 58 49 48
internal_value=0 1.02125e-05 -1.0981e-05 3.78487e-06 -0.0003209 5.9047e-05 -0.000104431 2.63513e-05 3.44698e-05 5.23473e-05 0.000809524
internal_weight=0 3678 3582 3535 512 3023 466 412 2961 2903 96
internal_count=3744 3678 3582 3535 512 3023 466 412 2961 2903 96
is_linear=0
shrinkage=0.0995203


Tree=5148
num_leaves=14
num_cat=0
split_feature=29 10 0 21 0 26 26 26 0 0 26 0 6
split_gain=0.029045 0.0130637 0.00582765 0.0110759 0.00721492 0.00664083 0.00847043 0.00958894 0.00530053 0.00703945 0.0194876 0.011412 0.00699374
threshold=0.12951500000000005 0.09056500000000002 -0.068604999999999985 0.13276500000000005 -0.066264999999999991 0.12456500000000002 0.11275500000000002 0.097315000000000026 -0.071799999999999989 -0.076154999999999987 0.10393000000000002 -0.077174999999999994 0.089985000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -4 6 7 -6 9 11 -11 -1 -10
right_child=-2 -3 4 -5 5 -7 -8 -9 12 10 -12 -13 -14
leaf_value=-6.8467029271668479e-06 0.0025206502968459056 0.0012313456894833339 -0.0012860711578407977 0.0012613041345508212 -0.00027717488868064279 0.00072473036440555872 -0.0014131157088770724 0.0012013444587426539 2.9814677645121358e-05 8.1852411702338076e-05 -0.0021040606041543512 0.0014300844209796085 0.0015882722524763202
leaf_weight=2395 46 84 63 72 554 73 59 47 73 126 59 56 48
leaf_count=2395 46 84 63 72 554 73 59 47 73 126 59 56 48
internal_value=0 4.19948e-06 -2.40107e-05 4.26743e-05 -0.000262039 -0.000172908 -0.000273433 -0.000160188 1.05524e-05 -1.87104e-05 -0.000610852 2.56501e-05 0.000654812
internal_weight=0 3709 3625 2829 796 733 660 601 2757 2636 185 2451 121
internal_count=3755 3709 3625 2829 796 733 660 601 2757 2636 185 2451 121
is_linear=0
shrinkage=0.0995203


Tree=5149
num_leaves=12
num_cat=0
split_feature=29 10 22 0 17 17 0 5 18 0 0
split_gain=0.0235501 0.0105917 0.0058582 0.00411447 0.00690694 0.013857 0.00720017 0.00582291 0.00407145 0.0146481 0.0114839
threshold=0.12951500000000005 0.09056500000000002 0.12975500000000004 -0.068604999999999985 -0.56368999999999991 -0.54752499999999993 -0.066264999999999991 0.41488500000000011 0.12317000000000002 -0.071799999999999989 -0.082284999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -6 -7 8 9 -1 -10
right_child=-2 -3 -4 4 5 6 -8 -9 10 -11 -12
leaf_value=-1.592800763524336e-05 0.002269794840099574 0.001108801951233055 0.00097886904820814889 0.0008210500571177871 -0.001889909717475835 -0.0012326983414111901 -9.6265218861138198e-05 0.00093514456079926277 8.417823804918493e-05 0.0013604114306140062 -0.0017240345890054084
leaf_weight=2483 46 84 57 56 52 61 612 67 107 79 51
leaf_count=2483 46 84 57 56 52 61 612 67 107 79 51
internal_value=0 3.82549e-06 -2.15537e-05 -3.77652e-05 -0.000239724 -0.000322788 -0.000200487 1.85358e-05 -3.74148e-06 2.61923e-05 -0.000494305
internal_weight=0 3709 3625 3568 781 725 673 2787 2720 2562 158
internal_count=3755 3709 3625 3568 781 725 673 2787 2720 2562 158
is_linear=0
shrinkage=0.0995203


Tree=5150
num_leaves=13
num_cat=0
split_feature=29 10 22 4 4 4 0 11 11 1 17 2
split_gain=0.0190955 0.00858808 0.00475052 0.00382626 0.0231656 0.0103732 0.00518239 0.00644089 0.00580843 0.00476068 0.00815632 0.00562567
threshold=0.12951500000000005 0.09056500000000002 0.12975500000000004 0.10575500000000003 0.10755500000000003 0.10300500000000003 -0.057604999999999996 -0.089004999999999987 -0.085754999999999984 -0.50597999999999999 -0.11741999999999998 -0.080165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 9 7 -6 -8 10 -1 -11
right_child=-2 -3 -4 4 6 -7 8 -9 -10 11 -12 -13
leaf_value=-0.0016681305879145041 0.0020439043738393033 0.0009984534798269688 0.00088145180622479678 -0.0023440660986397514 0.001172283805383173 0.0011720468317427441 -0.0013536099896421917 -3.3621759984061524e-05 -8.5934676505781117e-05 -0.00011870032789318514 0.00015477056342940782 0.00016186686323765382
leaf_weight=46 46 84 57 49 53 74 55 248 107 1642 50 1244
leaf_count=46 46 84 57 49 53 74 55 248 107 1642 50 1244
internal_value=0 3.44477e-06 -1.93862e-05 -3.40068e-05 -0.000285835 7.91637e-06 -6.62405e-05 0.000175994 -0.000521372 -2.06977e-05 -0.000710176 1.9535e-06
internal_weight=0 3709 3625 3568 512 3056 463 301 162 2982 96 2886
internal_count=3755 3709 3625 3568 512 3056 463 301 162 2982 96 2886
is_linear=0
shrinkage=0.0995203


Tree=5151
num_leaves=13
num_cat=0
split_feature=7 10 0 0 0 21 17 17 17 0 0 0
split_gain=0.0144246 0.0048498 0.00478063 0.00812285 0.0066665 0.00735307 0.00493896 0.0124706 0.00612211 0.0048012 0.00936473 0.00844078
threshold=0.10671500000000002 0.09056500000000002 -0.071029999999999996 -0.069824999999999984 -0.072529999999999997 0.13276500000000005 -0.56368999999999991 -0.54752499999999993 -0.47196999999999995 -0.076154999999999987 -0.074819999999999984 -0.077174999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 9 -5 -8 -9 11 -11 -1
right_child=-2 -3 3 6 -6 -7 7 8 -10 10 -12 -13
leaf_value=7.3637417303339341e-06 0.0017049030838506311 0.00082361148644736874 -0.0013625235099016754 0.00076765863453424324 0.0010906721711818682 0.0010357808812088139 -0.0016879462986267376 0.00078501683983422217 -0.00018563575876016174 -0.0015783410088867585 2.7919264158859847e-05 0.0012332366932460567
leaf_weight=2386 50 70 57 56 60 70 52 71 670 55 101 57
leaf_count=2386 50 70 57 56 60 70 52 71 670 55 101 57
internal_value=0 2.92612e-06 -1.26528e-05 -0.000210914 5.28679e-05 2.9231e-05 -0.000132633 -0.000197242 -9.15265e-05 1.80611e-06 -0.000533143 3.63009e-05
internal_weight=0 3705 3635 906 2729 2669 849 793 741 2599 156 2443
internal_count=3755 3705 3635 906 2729 2669 849 793 741 2599 156 2443
is_linear=0
shrinkage=0.0995203


Tree=5152
num_leaves=17
num_cat=0
split_feature=10 10 17 8 1 1 17 17 5 20 18 5 3 3 1 1
split_gain=0.00625831 0.00806149 0.00580707 0.016341 0.0081287 0.00415999 0.00522723 0.0121793 0.00672274 0.0159504 0.0206453 0.00633491 0.0049856 0.0123469 0.00865152 0.00497012
threshold=0.086275000000000018 0.090150000000000022 0.42451000000000011 -0.082184999999999994 -0.050379999999999994 0.62916000000000016 -0.0082649999999999998 -0.0065549999999999992 -0.07965499999999999 -0.071149999999999991 0.089505000000000015 -0.072874999999999981 0.08400500000000001 0.084735000000000019 -0.079844999999999985 0.058455000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 8 -8 9 -1 -11 -10 14 -14 -9 -13
right_child=1 -3 3 4 -6 -7 7 12 11 10 -12 15 13 -15 -16 -17
leaf_value=0.00050001208413149039 0.0014987115931890855 0 -0.0019283895694381984 -0.00079797858947967316 0.00060443807898226734 -0.00096018944800992231 0.0015921027081404529 -0.0015924992848227 0.00094565717229957741 -0.0025410718001944829 -0.00014723673051279343 -4.829252480842025e-05 0.0015781268439564176 6.4588989557832905e-05 2.9503770237386982e-05 -0.00076435777343163321
leaf_weight=78 59 90 62 75 90 47 54 47 60 67 78 1482 56 1187 103 103
leaf_count=78 59 90 62 75 90 47 54 47 60 67 78 1482 56 1187 103 103
internal_value=0 0.0005946 -6.33116e-05 -0.000550701 -2.80627e-05 -3.01598e-05 -1.67269e-05 0.000124979 -0.000126934 -0.000640069 -0.001259 -5.68747e-05 6.75178e-05 0.000133436 -0.000473267 -9.5342e-05
internal_weight=0 149 3589 227 165 3362 3315 1447 1868 223 145 1645 1393 1243 150 1585
internal_count=3738 149 3589 227 165 3362 3315 1447 1868 223 145 1645 1393 1243 150 1585
is_linear=0
shrinkage=0.0995203


Tree=5153
num_leaves=16
num_cat=0
split_feature=10 10 2 17 0 3 3 1 3 17 17 5 3 2 7
split_gain=0.00507714 0.00653493 0.00532276 0.00502531 0.0138057 0.00683314 0.00769638 0.00373508 0.00801525 0.00395326 0.00954992 0.00618459 0.0141201 0.00680022 0.00615326
threshold=0.086275000000000018 0.090150000000000022 -0.241895 0.42451000000000011 -0.075424999999999992 0.093835000000000016 0.099145000000000025 0.51390500000000017 0.11523000000000001 -0.0082649999999999998 -0.0065549999999999992 -0.079124999999999987 0.086605000000000029 -0.082139999999999991 0.078295000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 5 -5 -7 9 -9 11 -11 12 -4 -13 -12
right_child=1 -3 3 4 -6 6 -8 8 -10 10 14 13 -14 -15 -16
leaf_value=-0.0011098393851391075 0.001349559510769255 0 0.00065561207350815201 -0.0008587700420501674 -0.0017909379078691612 0.0012745397361662656 -0.00042298459135168637 0.0003124962777876915 -0.0013874425723231739 0.0014336564016423129 0.00012321097514971481 -0.00021866024567952414 -0.0010595081646766549 0.00019169389687092813 -0.0010471172601829663
leaf_weight=47 59 90 66 62 60 55 50 51 58 54 1274 818 166 782 46
leaf_count=47 59 90 66 62 60 55 50 51 58 54 1274 818 166 782 46
internal_value=0 0.00053554 -5.70108e-05 -4.28093e-05 -0.000495895 -2.57083e-05 0.000458399 -1.15366e-05 -0.000584548 7.68978e-06 0.000135532 -8.7745e-05 -0.000568057 -1.7588e-05 8.18066e-05
internal_weight=0 149 3589 3542 227 167 105 3315 109 3206 1374 1832 232 1600 1320
internal_count=3738 149 3589 3542 227 167 105 3315 109 3206 1374 1832 232 1600 1320
is_linear=0
shrinkage=0.0995203


Tree=5154
num_leaves=21
num_cat=0
split_feature=2 9 3 3 2 5 9 0 3 17 17 6 6 17 8 9 6 6 6 6
split_gain=0.00493319 0.0046688 0.00966084 0.024205 0.00996497 0.0104147 0.0129754 0.0346527 0.0178401 0.00797935 0.0161687 0.0123533 0.0644179 0.00915901 0.00589305 0.00240425 0.00380627 0.00759553 0.00410319 0.00435367
threshold=0.41639000000000009 0.087055000000000021 0.11125500000000002 0.10892000000000003 -0.095204999999999998 0.51524500000000006 0.11296000000000002 -0.069569999999999993 0.14426500000000003 -0.036600000000000001 -0.015464999999999998 0.092980000000000021 0.090195000000000011 -0.0064000000000000003 -0.076554999999999998 0.08648500000000002 0.10384500000000003 0.091180000000000025 0.08866000000000003 0.08785500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 9 -4 6 7 -6 -8 11 -11 12 -3 -12 -13 16 17 18 19 -1
right_child=-2 2 4 -5 5 -7 8 -9 -10 10 13 14 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=7.0180075177195397e-05 -0.00075378173835527658 -0.00028865698767694379 0.0012979330665807483 -0.0023936970789640837 0.0030994025054325259 -0.0012893208257616301 0.00056807667077155217 -0.00017566890199495494 -0.0018191953515204209 0.0015973759418845188 -0.0010861285231183852 0.00091057271886456088 -0.0042593090303079222 1.5728542063948357e-05 -0.00035032556772444538 0.00062742280510695656 -0.00056662621582860909 0.0012843098092015055 -0.00077115286850967671 0.00099868665237673698
leaf_weight=1459 91 342 81 50 49 48 74 91 53 60 83 77 46 736 69 83 86 53 55 52
leaf_count=1459 91 342 81 50 49 48 74 91 53 60 83 77 46 736 69 83 86 53 55 52
internal_value=0 -1.15787e-05 -0.000122211 -0.000240561 0.000312959 5.70811e-05 0.000302197 0.000964759 -0.000421741 -0.000163791 1.96475e-05 -0.000467277 -0.000761515 -9.49376e-05 0.000309062 0.000102989 7.69793e-05 0.000111673 7.1463e-05 0.000102676
internal_weight=0 3647 1859 1463 396 315 267 140 127 1413 879 534 388 819 146 1788 1705 1619 1566 1511
internal_count=3738 3647 1859 1463 396 315 267 140 127 1413 879 534 388 819 146 1788 1705 1619 1566 1511
is_linear=0
shrinkage=0.0995203


Tree=5155
num_leaves=9
num_cat=0
split_feature=19 5 10 5 21 1 26 21
split_gain=0.0078482 0.00445866 0.00421169 0.00590954 0.00873652 0.003401 0.00306078 0.00745878
threshold=0.14107000000000006 0.6362850000000001 0.091870000000000021 0.51100000000000012 0.11729000000000002 0.62916000000000016 -0.2382 0.15895000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -8
right_child=-2 -3 -4 4 -6 -7 7 -9
leaf_value=-0.00068600704152746493 -0.0013049441198335989 0.00092259601907474301 0.00074048258484119835 -0.0013271920906394554 0.00016900299671897769 -0.00080993452108700536 -3.6789715985086949e-06 0.0012458183076782851
leaf_weight=63 47 50 70 84 70 52 3254 48
leaf_count=63 47 50 70 84 70 52 3254 48
internal_value=0 -1.0398e-05 -2.34351e-05 -3.8639e-05 -0.000641788 -1.12162e-05 8.83279e-07 1.42366e-05
internal_weight=0 3691 3641 3571 154 3417 3365 3302
internal_count=3738 3691 3641 3571 154 3417 3365 3302
is_linear=0
shrinkage=0.0995203


Tree=5156
num_leaves=16
num_cat=0
split_feature=18 17 18 5 5 5 3 1 8 5 4 8 2 2 8
split_gain=0.00553633 0.0046196 0.00527251 0.00488799 0.00456908 0.00924907 0.010557 0.00754708 0.0115277 0.00850844 0.00539025 0.00825946 0.00760966 0.00589751 0.00967103
threshold=0.26473000000000008 -0.55754499999999996 -0.080424999999999996 0.51797000000000015 -0.097345000000000001 -0.092864999999999989 0.08785500000000003 0.056790000000000014 -0.071594999999999992 0.41370500000000004 0.12498500000000003 0.10649000000000002 0.11995000000000003 -0.026175 -0.092299999999999993
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 -6 9 -9 -7 11 12 -3 -12 -15
right_child=-2 3 -4 -5 5 7 -8 8 -10 -11 13 -13 -14 14 -16
leaf_value=0.001444595536175029 -0.00087450262030310975 -8.1309654929637341e-05 1.4108974419393394e-05 -0.00079431514687688541 -1.4277288834848367e-06 4.3406573358685566e-05 0.0020907687169370525 -0.00031424395239521312 0.0017256908682084589 -0.0012198358113684317 0.0010826127465451295 -0.001551715190412042 -0.0011753855540005214 0.00061285699461995481 -0.00098372085481917572
leaf_weight=48 69 521 57 74 46 2361 48 47 64 54 61 50 72 87 66
leaf_count=48 69 521 57 74 46 2361 48 47 64 54 61 50 72 87 66
internal_value=0 2.52086e-05 0.000675842 5.73935e-06 2.30021e-05 8.84577e-05 0.00105822 5.20459e-05 0.00085456 1.48212e-05 -0.000176152 -0.000320705 -0.000215529 0.000254357 -7.05125e-05
internal_weight=0 3656 105 3551 3477 2620 94 2526 111 2415 857 643 593 214 153
internal_count=3725 3656 105 3551 3477 2620 94 2526 111 2415 857 643 593 214 153
is_linear=0
shrinkage=0.0995203


Tree=5157
num_leaves=12
num_cat=0
split_feature=29 21 21 10 17 8 18 26 3 3 3
split_gain=0.00509874 0.00480963 0.0070969 0.0065524 0.00704993 0.0128977 0.00470564 0.0165736 0.00568239 0.00729385 0.00596073
threshold=0.12737000000000004 0.13677500000000004 0.16638500000000003 0.091080000000000022 -0.55754499999999996 0.041960000000000011 0.15891500000000006 0.093835000000000016 0.12870500000000004 0.13640000000000005 0.12131500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 8 -8 10 -10 -6
right_child=-2 2 -4 -5 6 -7 7 -9 9 -11 -12
leaf_value=-0.00020509064936596506 -0.0010334996943048625 0.0011857591097910506 -0.00028139965425872868 -0.00094795415593507527 5.4015117273558834e-07 0.0019229499761955131 0.00044023971448779069 -0.002080830847184508 0.001544487388549105 0.00018354919327317278 -0.00085435447567675405
leaf_weight=59 46 82 53 71 2949 53 58 46 51 174 83
leaf_count=59 46 82 53 71 2949 53 58 46 51 174 83
internal_value=0 2.06667e-05 0.0006037 -1.31149e-06 1.78054e-05 0.00079462 -7.83712e-06 -0.000666978 1.29587e-05 0.000495667 -2.25923e-05
internal_weight=0 3679 135 3544 3473 112 3361 104 3257 225 3032
internal_count=3725 3679 135 3544 3473 112 3361 104 3257 225 3032
is_linear=0
shrinkage=0.0995203


Tree=5158
num_leaves=14
num_cat=0
split_feature=18 29 29 20 38 11 6 4 1 4 0 8 1
split_gain=0.00432605 0.00429737 0.00659724 0.00820421 0.00438785 0.00697827 0.00543591 0.00636661 0.00966775 0.00809601 0.00665657 0.00665025 0.00607307
threshold=0.26473000000000008 0.0035350000000000004 0.093650000000000025 -0.057024999999999999 -0.072014999999999996 -0.085819999999999994 -0.44590999999999997 0.12220000000000002 0.40780000000000011 0.13312000000000004 -0.23032 -0.071594999999999992 0.51613500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 12 8 10 -9 -8 -11 -6
right_child=-2 2 3 -5 6 -7 7 9 -10 11 -12 -13 -14
leaf_value=0.0015776092479890653 -0.00077369009454525341 -0.0014613447399825239 0.00094369328718799702 -0.00082848918665317216 0 -8.1638370320964438e-05 0.0009567191380203229 0.0017670836783285407 -0.0011398183450443678 -0.00028900188919478274 1.8919470974846721e-05 0.0011690287342964326 -0.0014014823351702586
leaf_weight=47 69 48 46 59 68 52 77 46 70 86 2954 48 55
leaf_count=47 69 48 46 59 68 52 77 46 70 86 2954 48 55
internal_value=0 2.16195e-05 -0.000494219 -4.4308e-05 4.43835e-05 0.000697817 2.51389e-05 4.97202e-05 1.60491e-05 0.000625251 4.30136e-05 0.000227169 -0.000623907
internal_weight=0 3656 153 105 3503 99 3404 3281 3101 180 3031 134 123
internal_count=3725 3656 153 105 3503 99 3404 3281 3101 180 3031 134 123
is_linear=0
shrinkage=0.0995203


Tree=5159
num_leaves=17
num_cat=0
split_feature=29 3 18 0 8 6 20 1 1 4 17 17 1 4 0 8
split_gain=0.0037166 0.00374788 0.00711619 0.00759584 0.00613268 0.0123479 0.00610012 0.00592672 0.0113579 0.00875107 0.00373386 0.00826805 0.00347365 0.00591653 0.0111411 0.00276183
threshold=0.12737000000000004 0.12212000000000002 -0.40801999999999999 -0.13417999999999999 -0.10833 0.089985000000000023 0.12549000000000002 0.50996500000000011 0.40780000000000011 0.10876500000000001 0.056905000000000011 -0.052269999999999997 -0.061135000000000002 0.13954000000000003 -0.063914999999999986 -0.16443499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 10 7 8 9 -6 11 15 -5 14 -14 -1
right_child=-2 2 3 12 6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=0.000805593754482168 -0.00088270100225178475 0.0014025160401432699 0.0010821896167208672 0.0004827583862172097 2.7877746733261879e-05 -0.0019320836213210699 -0.0010433150369894598 0.0010971065621652233 -0.0012655145711105999 0.0012057347684411694 0.00047483966420052749 -0.0010805359969176295 0.0010441874018050745 -0.0011075369006875995 -0.00068510419748224222 -0.00027643300903006324
leaf_weight=46 46 51 69 79 2739 47 52 52 66 64 65 90 64 62 87 46
leaf_count=46 46 51 69 79 2739 47 52 52 66 64 65 90 64 62 87 46
internal_value=0 1.73036e-05 0.000300273 0.000142287 -1.81311e-05 -0.000451872 2.44862e-05 4.37756e-05 2.43988e-05 5.50635e-05 -0.000166897 -0.000400587 -7.70097e-05 -0.000288467 4.24193e-05 0.000255682
internal_weight=0 3679 412 361 3267 294 2973 2921 2869 2803 247 182 292 213 151 92
internal_count=3725 3679 412 361 3267 294 2973 2921 2869 2803 247 182 292 213 151 92
is_linear=0
shrinkage=0.0995203


Tree=5160
num_leaves=18
num_cat=0
split_feature=20 5 17 17 20 3 5 9 7 1 18 9 9 1 26 20 20
split_gain=0.0260827 0.00610651 0.0174914 0.0344486 0.0300945 0.0137886 0.00991222 0.00959259 0.0209477 0.00470859 0.00425507 0.00732333 0.00694078 0.00669585 0.00351666 0.00289607 0.0102432
threshold=-0.41270499999999993 -0.088174999999999989 -1.0000000180025095e-35 -0.0062099999999999994 -0.071149999999999991 0.08785500000000003 -0.086109999999999992 0.11408000000000003 0.080610000000000029 0.061835000000000008 0.19545000000000004 0.11582000000000002 0.10706000000000003 -0.047889999999999995 0.11991000000000003 -0.094259999999999997 -0.080324999999999994
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 -3 8 15 10 11 12 -8 -12 -13 -4 -17
right_child=1 6 7 -5 5 -7 9 -9 -10 -11 13 14 -14 -15 -16 16 -18
leaf_value=-0.0023766851372748069 0.0020970045007082348 -0.0015216222021842691 -0.00062958902617102136 0.0033332206457435784 -0.001939786570682946 0.00034915716110528585 -4.0183301368816951e-05 -0.0010678515701990402 0.0021470919703149112 -0.00075038578326583262 -0.00011611633633758976 -0.0014960668999517608 0.001018893594531396 0.0014985806341861021 -0.00030688411976579672 0.0012610487924471299 -8.3732872525078342e-05
leaf_weight=46 60 46 70 49 48 56 2234 75 47 91 55 48 63 46 55 62 585
leaf_count=46 60 46 70 49 48 56 2234 75 47 91 55 48 63 46 55 62 585
internal_value=0 7.66148e-06 0.000210595 0.00101601 0.000318679 -0.000699407 -7.29554e-05 5.14582e-06 0.000111551 -4.69302e-05 -2.10073e-05 -4.79532e-05 -1.07795e-05 0.000611185 -0.000869015 -2.07391e-05 4.38682e-05
internal_weight=0 3690 1052 213 164 104 2638 839 764 2592 2501 2400 2297 101 103 717 647
internal_count=3736 3690 1052 213 164 104 2638 839 764 2592 2501 2400 2297 101 103 717 647
is_linear=0
shrinkage=0.0995203


Tree=5161
num_leaves=16
num_cat=0
split_feature=20 5 17 17 9 7 3 1 3 30 10 20 26 26 26
split_gain=0.0211481 0.00525404 0.0236977 0.0570512 0.00727463 0.017273 0.00548952 0.00763562 0.0075645 0.00411751 0.00543998 0.00504976 0.00433735 0.00780843 0.00666152
threshold=-0.41270499999999993 -0.091229999999999992 -0.0030799999999999998 -0.065004999999999993 0.11408000000000003 0.080610000000000029 0.085545000000000024 0.26435500000000006 0.10377500000000002 0.094150000000000025 0.086275000000000018 -0.15615999999999999 0.091195000000000012 0.090625000000000025 0.092180000000000026
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 7 -4 -8 10 11 -3 13 -13 -14
right_child=1 9 4 -5 -6 -7 8 -9 -10 -11 -12 12 14 -15 -16
leaf_value=-0.0021401570779648145 -0.00059355117598672042 -0.0011194996163341037 -0.0016361097283387558 0.0032303362622042951 -0.00094825889142117537 0.0019334130491577861 0.00053533821501649875 -3.0801393540761033e-05 -0.00019934257390906394 0.00081994256614870706 0.00073051965917845705 -0.00014029592757357152 0.0010383710683720005 -0.0014432605709433965 1.422389048812018e-05
leaf_weight=46 76 48 47 78 74 47 231 81 346 51 79 1683 69 47 733
leaf_count=46 76 48 47 78 74 47 231 81 346 51 79 1683 69 47 733
internal_value=0 6.81071e-06 0.000204488 0.00133791 -5.83639e-06 8.58134e-05 -3.61988e-05 -0.000626646 9.33657e-05 -6.4372e-05 -8.16412e-05 -0.000106827 -8.73061e-05 -0.000176168 0.000103357
internal_weight=0 3690 980 154 826 752 705 128 577 2710 2659 2580 2532 1730 802
internal_count=3736 3690 980 154 826 752 705 128 577 2710 2659 2580 2532 1730 802
is_linear=0
shrinkage=0.0995203


Tree=5162
num_leaves=19
num_cat=0
split_feature=20 5 17 2 21 18 21 8 8 2 8 8 26 7 7 11 26 8
split_gain=0.0171478 0.00424952 0.0192049 0.0504148 0.0110587 0.00363174 0.00659124 0.00430304 0.00913126 0.00804435 0.0176704 0.00572066 0.00337902 0.00311874 0.00522148 0.00426324 0.00645352 0.00297206
threshold=-0.41270499999999993 -0.091229999999999992 -0.0030799999999999998 -0.081559999999999994 0.087410000000000029 0.19545000000000004 0.14970000000000003 -0.089594999999999994 -0.088144999999999987 -0.083589999999999984 -0.09602999999999999 -0.085605000000000001 0.087435000000000027 0.078295000000000017 0.053160000000000013 -0.084924999999999987 -1.0000000180025095e-35 -0.094139999999999988
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 7 9 -9 17 -11 -10 -7 14 15 -4 -17 -3
right_child=1 5 13 4 -6 12 -8 8 11 10 -12 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.0019271682339452487 0.0035215612036511384 -0.00013038562811167425 -0.00070194840162016527 0.00089324009106392453 -0.0012404400393875585 -5.0837964031539053e-05 -0.0012254906048642363 0.0010607663804586196 -0.00049152402654408715 1.8142795699759727e-05 -0.0015700826536342483 1.748029749975644e-05 0.0010643225717361436 -0.00071652642622338774 0.0010300171855626573 0.00060094065245507185 -0.00012130820712990567 0.00086520864453891856
leaf_weight=46 58 62 81 47 49 51 49 77 248 164 119 1831 54 57 50 165 473 55
leaf_count=46 58 62 81 47 49 51 49 77 248 164 119 1831 54 57 50 165 473 55
internal_value=0 6.08876e-06 0.000183888 0.00120423 -0.000187299 -5.79056e-05 -8.1307e-05 -5.90521e-05 -3.04974e-06 -0.000358858 -0.000646805 -4.28441e-05 0.000514877 -5.35416e-06 4.6295e-05 -2.09755e-05 6.41972e-05 0.000330632
internal_weight=0 3690 980 154 96 2710 2605 2556 2156 400 283 2079 105 826 769 719 638 117
internal_count=3736 3690 980 154 96 2710 2605 2556 2156 400 283 2079 105 826 769 719 638 117
is_linear=0
shrinkage=0.0995203


Tree=5163
num_leaves=17
num_cat=0
split_feature=20 9 4 1 5 26 26 6 26 5 5 13 26 29 9 2
split_gain=0.0139044 0.00351968 0.0165474 0.0117913 0.00695514 0.00446945 0.0195145 0.0290961 0.0151192 0.0598813 0.0137961 0.00694582 0.00574977 0.00491617 0.00398288 0.00299235
threshold=-0.41270499999999993 0.11351500000000002 0.15116500000000005 0.27278500000000011 -0.081415000000000001 0.085635000000000031 0.086580000000000032 0.085465000000000027 0.047170000000000011 -0.092864999999999989 -0.025879999999999997 0.077880000000000019 0.086985000000000021 0.097705000000000028 0.083955000000000016 -0.055654999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 8 7 -7 11 -10 -11 13 -8 -2 -14 -6
right_child=1 3 -4 -5 15 6 12 -9 9 10 -12 -13 14 -15 -16 -17
leaf_value=-0.0017353759297363454 2.97651464200621e-05 0.0010129541618542439 0.0018860702584710207 -0.0017399255449014968 -0.00071829280913423285 -9.5202031562421189e-05 0.00095780395043319993 -0.0030168411778670923 0.0034332670326926119 -0.00091586582330719821 0.00047598471335735901 -0.0012083738440627856 -0.00055941726999406702 -0.0010084709517127143 6.8182009760791259e-06 0.00020604614789072377
leaf_weight=46 1150 49 47 49 89 89 59 55 64 92 300 50 135 47 1360 55
leaf_count=46 1150 49 47 49 89 89 59 55 64 92 300 50 135 47 1360 55
internal_value=0 5.46072e-06 3.1429e-05 -0.000361151 -6.85747e-06 5.55813e-06 -0.000108444 -0.00121679 0.000119706 0.00061023 0.000147238 -5.90112e-05 -5.21292e-06 -1.03172e-05 -4.37659e-05 -0.000359562
internal_weight=0 3690 3448 242 193 3401 1698 144 1703 456 392 1247 1554 1197 1495 144
internal_count=3736 3690 3448 242 193 3401 1698 144 1703 456 392 1247 1554 1197 1495 144
is_linear=0
shrinkage=0.0995203


Tree=5164
num_leaves=24
num_cat=0
split_feature=3 6 2 2 17 3 2 26 3 2 2 5 3 26 3 17 3 3 17 6 26 3 26
split_gain=0.00555014 0.0083214 0.00901466 0.0201597 0.0151282 0.0320735 0.00836443 0.0168576 0.0111452 0.00730912 0.00574504 0.00349 0.00335612 0.0111895 0.00470908 0.00417649 0.0213468 0.0126949 0.00665264 0.00441253 0.00410504 0.0129607 0.0108461
threshold=0.086850000000000024 0.089165000000000022 -0.086254999999999984 -0.084869999999999987 -0.022884999999999999 0.083725000000000022 -0.082794999999999994 0.089275000000000021 0.08511500000000001 -0.088385000000000005 -0.087444999999999995 -0.0096449999999999991 0.087445000000000023 0.087045000000000025 0.087745000000000031 -0.062765000000000001 0.088185000000000027 0.088055000000000022 -0.049834999999999997 0.15358000000000002 0.086255000000000012 0.089535000000000017 0.089275000000000021
decision_type=2 2 2 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 9 -6 11 8 -8 -1 -3 -5 13 -2 -14 16 -16 -17 -19 -20 21 -18 -22
right_child=12 10 3 6 5 -7 7 -9 -10 -11 -12 -13 14 -15 15 17 20 18 19 -21 22 -23 -24
leaf_value=-0.00076967952934142237 0.0014410231714526939 0.0014252468284764661 0.0015483668321812389 -0.0017094270433398106 -7.7662935394608439e-05 -0.0034866192272322146 1.9938446192224703e-05 0.0015232723820821151 -0.001189872588557164 0.00055941788100345648 -2.8574774022594541e-05 -0.00047098376493822335 -0.0007129904154039526 -0.00055931765666811391 0.0022408520595924323 -0.0015477521683820174 -0.0014534511111464557 -0.0011170819869885729 4.9674980020162637e-05 0.00092896560754571916 0.0014579377124650378 0.0001352643723590524 0.0001408157831885357
leaf_weight=87 68 50 68 49 60 51 257 56 106 77 56 46 73 46 51 51 57 47 1457 59 76 470 345
leaf_count=87 68 50 68 49 60 51 257 56 106 77 56 46 73 46 51 51 57 47 1457 59 76 470 345
internal_value=0 -0.000180019 -0.000283571 -6.01696e-05 -0.000753393 -0.00165132 -0.000274565 -8.1293e-05 -0.000331085 -0.00014066 0.000649468 -0.00111838 9.68479e-05 0.000626687 7.40556e-05 9.63568e-05 0.000256289 -2.12779e-06 4.77815e-05 8.44354e-05 0.000148661 -3.50169e-05 0.000380531
internal_weight=0 963 857 582 275 111 514 419 363 164 106 95 2800 114 2686 2613 999 1614 1563 1516 948 527 421
internal_count=3763 963 857 582 275 111 514 419 363 164 106 95 2800 114 2686 2613 999 1614 1563 1516 948 527 421
is_linear=0
shrinkage=0.0995203


Tree=5165
num_leaves=36
num_cat=0
split_feature=18 18 17 5 17 5 17 18 21 0 4 4 21 2 17 17 18 5 18 5 2 21 21 21 2 17 5 18 0 17 2 6 0 5 2
split_gain=0.00545053 0.00440864 0.00589519 0.0171203 0.0105631 0.00938372 0.00938699 0.0304358 0.00733599 0.00531723 0.00743999 0.0106503 0.00546443 0.00894356 0.00774955 0.00505449 0.00895515 0.00758183 0.0121825 0.00783202 0.00417354 0.00382565 0.00845341 0.00831836 0.00545013 0.00361812 0.0134579 0.0102966 0.00767219 0.00694023 0.00379198 0.00352499 0.00312526 0.0114204 0.00432384
threshold=-0.092864999999999989 0.088250000000000009 -0.0038549999999999999 -0.087105000000000002 -0.000475 -0.020074999999999999 -0.015100000000000001 -0.022504999999999997 0.089350000000000027 -0.15137999999999999 0.11374000000000002 0.10423500000000002 0.096415000000000015 -0.077354999999999993 0.048565000000000011 0.061900000000000018 0.089775000000000021 -0.095169999999999991 0.09365500000000003 -0.082635 -0.080555000000000002 0.10940500000000002 0.095090000000000022 0.11729000000000002 -0.078244999999999995 -0.12118 0.27287000000000011 -0.14624999999999996 -0.080884999999999999 -0.093784999999999993 -0.081804999999999989 -0.084184999999999996 -0.077314999999999981 -0.06515 -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 2 2 2 2
left_child=21 2 3 31 -4 -5 8 -8 -7 10 11 -6 14 -14 -11 16 -3 -18 20 -20 -19 22 25 -23 -25 26 28 -28 -1 -27 -31 -2 34 -34 -17
right_child=1 15 4 5 9 6 7 -9 -10 12 -12 -13 13 -15 -16 32 17 18 19 -21 -22 23 -24 24 -26 29 27 -29 -30 30 -32 -33 33 -35 -36
leaf_value=0.00039588195395957529 -0.00088733317214329411 0.0015870980240522653 0.0014366651518190698 0.00085613504258253933 0.00013071578514171472 -0.00023690178298998448 -0.0023942180781144824 0.00021959311281167618 0.00055122721213207704 -0.00055293611060910366 -0.00038380578889484103 0.002075550873684699 0.0014253306893914029 -0.00010476629955853415 6.3569899899247406e-05 -0.00042907655004087555 0.0013481061640184349 -0.00025728179367370905 0.0014134170387752568 0.0001405417872304035 -0.0016227291482076558 -0.0012456704722736476 0.0017185305631305184 -0.00051111470072631086 0.00082695229124743301 -0.0010695150761629315 0.00076388642651374823 -0.0013043514541407084 0.0020431479802710136 -5.6548715328024734e-05 0.0010561725112354133 -0.0020917219135821018 -0.0017807037963884856 0.00041442078845914984 0.00056542866778083701
leaf_weight=53 52 51 52 85 67 568 76 104 147 364 62 49 57 110 449 89 52 46 56 346 46 46 47 48 79 47 46 49 63 82 47 51 46 47 84
leaf_count=53 52 51 52 85 67 568 76 104 147 364 62 49 57 110 449 89 52 46 56 346 46 46 47 48 79 47 46 49 63 82 47 51 46 47 84
internal_value=0 -2.91021e-05 -0.000101482 -0.000270268 4.89116e-05 -0.000141065 -0.000236686 -0.000879468 -7.37219e-05 -1.26986e-05 0.000486877 0.000959299 -0.000104273 0.000412581 -0.000211448 0.000162264 0.000323552 0.000204029 8.19426e-05 0.000319894 -0.000948904 0.000296421 0.000454496 -9.54055e-05 0.00031478 0.000298867 0.000576987 -0.000294272 0.00129758 -2.99096e-05 0.000342516 -0.00149163 -0.000196646 -0.000662538 4.90727e-05
internal_weight=0 3156 2293 1083 1210 980 895 180 715 1158 178 116 980 167 813 863 597 546 494 402 92 607 434 173 127 387 211 95 116 176 129 103 266 93 173
internal_count=3763 3156 2293 1083 1210 980 895 180 715 1158 178 116 980 167 813 863 597 546 494 402 92 607 434 173 127 387 211 95 116 176 129 103 266 93 173
is_linear=0
shrinkage=0.0995203


Tree=5166
num_leaves=26
num_cat=0
split_feature=3 3 17 9 2 6 18 1 3 9 2 2 3 6 4 2 2 17 6 17 17 5 5 12 3
split_gain=0.00496099 0.0139456 0.00745184 0.00482119 0.00623945 0.00607321 0.00347045 0.00881526 0.0119904 0.00946187 0.00842522 0.00371418 0.00807705 0.0134061 0.00918379 0.00799372 0.0104964 0.00759931 0.0117418 0.00681191 0.011901 0.00522032 0.00528315 0.00316013 0.0023344
threshold=0.08400500000000001 0.083725000000000022 0.056905000000000011 0.083715000000000026 -0.13535499999999998 0.084050000000000027 -0.12363 0.058455000000000014 0.11426500000000002 0.094085000000000016 -0.018864999999999996 0.097745000000000012 0.12015500000000003 -0.023004999999999998 0.10649000000000002 -0.0043799999999999993 -0.011474999999999999 -0.067864999999999995 -0.096934999999999993 -0.56005499999999986 -0.54752499999999993 -0.06515 -0.42676999999999993 -0.0088449999999999987 -0.02172
decision_type=2 2 2 2 2 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 23 7 8 9 10 -2 15 13 14 -13 16 19 -17 -19 -8 -21 22 -14 -1 -25
right_child=6 -3 -4 4 -6 -7 11 -9 -10 -11 -12 12 21 -15 -16 17 -18 18 -20 20 -22 -23 -24 24 -26
leaf_value=0.00027907448925129435 -0.00098882822518031469 -0.0018267272123164233 0.00087229891965889643 -6.5155457044807039e-05 -0.001679853419528172 0.00092063971601074809 -0.0010513297615904111 -0.00049930375338950626 0.0017979432466023284 0.0013220525713162649 0.00067214160838160325 0.00065457931011870781 0.00012021387920612861 -0.00016763561265620454 0.002548389774465829 -0.0017730141444847883 0.0011991048404123435 -0.0010598056678428947 0.00095876137312450366 0.0015572926827608104 -9.8834318686465759e-06 0.00059749138734987528 -0.00120588469695483 -0.0011348321140961196 -0.00017028442391746817
leaf_weight=54 68 52 66 49 48 51 60 85 68 55 54 57 58 81 48 46 74 72 47 49 2298 60 59 51 53
leaf_count=54 68 52 66 49 48 51 60 85 68 55 54 57 58 81 48 46 74 72 47 49 2298 60 59 51 53
internal_value=0 -0.00029939 -8.36902e-05 -0.000292559 -0.000872621 -1.9427e-05 6.18696e-05 0.000368447 0.000672845 0.000235979 -0.000246935 2.79749e-05 0.00032658 0.000785244 0.00152812 -1.26809e-05 3.16125e-05 -0.000683654 -0.000255677 -3.9404e-06 2.24869e-05 -0.00015078 -0.000541506 -0.000328048 -0.000651155
internal_weight=0 424 372 306 97 209 3339 330 245 177 122 3009 363 186 105 2646 2481 165 119 2407 2347 177 117 158 104
internal_count=3763 424 372 306 97 209 3339 330 245 177 122 3009 363 186 105 2646 2481 165 119 2407 2347 177 117 158 104
is_linear=0
shrinkage=0.0995203


Tree=5167
num_leaves=21
num_cat=0
split_feature=3 3 9 8 17 6 35 3 18 1 4 2 3 18 10 10 0 3 0 1
split_gain=0.00402835 0.0113035 0.00621891 0.00957259 0.00573632 0.00451454 0.00343498 0.00327553 0.00392127 0.00577511 0.0052014 0.0122706 0.00934295 0.00895401 0.00402572 0.00620245 0.00569454 0.0115851 0.00817788 0.00230872
threshold=0.08400500000000001 0.083725000000000022 0.083835000000000021 -0.08569499999999998 0.056905000000000011 0.084050000000000027 -0.081665000000000001 0.084290000000000018 -0.092864999999999989 0.058455000000000014 0.084755000000000025 -0.073369999999999991 0.10636500000000003 -0.098315 0.09056500000000002 0.086165000000000019 -0.071799999999999989 0.09339500000000002 -0.074094999999999994 -0.011155
decision_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 -1 -2 9 10 11 13 -12 -9 15 16 18 -18 -10 -8
right_child=7 -3 3 -5 -6 -7 19 8 14 -11 12 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.00034785167443395935 0.00084805369000097181 -0.0016449310053123535 0.00036668239898544604 -0.0014693189845681302 0.00118731623871495 0.00076550875975923006 -0.0011016269163043862 4.57790346943333e-05 -3.4561226423696805e-05 -0.00044978470122453954 -0.00087099226297235387 0.0020401778490826074 0.00083560903611745415 0.0014278817454949785 0.00087157002682628133 -0.0011303459148814799 0.0014112409073708653 9.6662838731725596e-05 -0.0010610392381321739 -0.00014763695886252021
leaf_weight=53 51 52 48 66 47 53 52 200 2043 86 70 53 58 61 51 49 78 459 80 53
leaf_count=53 51 52 48 66 47 53 52 200 2043 86 70 53 58 61 51 49 78 459 80 53
internal_value=0 -0.000269787 -7.53614e-05 -0.000689085 0.000192646 -2.50362e-05 -0.0002954 5.57368e-05 4.31982e-05 0.000291703 0.000437826 0.000656126 -9.1293e-05 0.000371936 -4.04527e-06 -2.08319e-05 -8.57312e-08 0.000289132 -7.36271e-05 -0.000627886
internal_weight=0 424 372 114 258 211 158 3339 3288 528 442 314 128 261 2760 2709 2660 537 2123 105
internal_count=3763 424 372 114 258 211 158 3339 3288 528 442 314 128 261 2760 2709 2660 537 2123 105
is_linear=0
shrinkage=0.0995203


Tree=5168
num_leaves=17
num_cat=0
split_feature=20 3 18 21 26 2 26 2 2 3 26 3 9 4 4 0
split_gain=0.0446423 0.0151476 0.0542425 0.00931402 0.00638759 0.00507401 0.0123904 0.0217436 0.00709942 0.00464012 0.00431709 0.0102806 0.00797049 0.00397399 0.00380054 0.00335084
threshold=-0.24910499999999999 0.083955000000000016 -0.094939999999999997 0.16638500000000003 -0.236315 -0.085944999999999994 0.08401500000000002 -0.086440000000000003 -0.089549999999999991 0.08345000000000001 0.085355000000000028 0.084735000000000019 0.084595000000000017 0.13630500000000004 0.11181500000000001 -0.092939999999999995
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 8 -8 -6 13 12 -12 -7 14 15 -4
right_child=1 3 9 -5 5 10 7 -9 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0025042903179408535 0.0034698926635955982 0.00083606413838979276 -0.00056468224765324226 -0.0014135682859387746 -0.00013794689675802817 2.2190995269927463e-05 -0.00035726232344645382 -0.0024795186125123165 0.00087304146697096631 0.00093170520653236089 0.001354452076200675 6.4096598236870514e-05 -0.00062611580391035333 0.00075744296374621097 -0.0008656062482943021 0.00035769704569552449
leaf_weight=73 56 82 60 49 279 697 281 58 91 59 64 1437 256 51 64 111
leaf_count=73 56 82 60 49 279 697 281 58 91 59 64 1437 256 51 64 111
internal_value=0 1.87226e-05 0.000596403 -5.13537e-05 -3.05317e-05 -5.32568e-05 -0.000287817 -0.000722777 0.000108489 0.000127608 1.41776e-05 0.000119661 -0.000151102 -3.54096e-05 -0.000210959 2.92678e-05
internal_weight=0 3695 401 3294 3245 3163 709 339 370 345 2454 1501 953 286 235 171
internal_count=3768 3695 401 3294 3245 3163 709 339 370 345 2454 1501 953 286 235 171
is_linear=0
shrinkage=0.0995203


Tree=5169
num_leaves=17
num_cat=0
split_feature=20 3 18 21 6 5 17 1 4 5 6 6 5 1 5 21
split_gain=0.0361972 0.0122904 0.0439744 0.00755226 0.00629526 0.00586955 0.00942229 0.0078878 0.00582625 0.00532275 0.00451345 0.0163321 0.00817817 0.0196852 0.00853524 0.00349833
threshold=-0.24910499999999999 0.083955000000000016 -0.094939999999999997 0.16638500000000003 -0.47511999999999999 -0.0091849999999999987 -0.0088649999999999996 -0.0032650000000000001 0.13630500000000004 -0.01554 0.088915000000000022 0.088315000000000018 -0.0073899999999999999 -0.083284999999999984 0.0029100000000000007 0.13276500000000005
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 -9 -4 11 15 13 -12 -14 -6
right_child=1 3 5 -5 10 -7 7 8 -10 -11 12 -13 14 -15 -16 -17
leaf_value=0.0022550629038337482 0.0031245683312563755 0.0010476483165881832 -0.00015007197109749489 -0.0012728897174007733 -9.7454886951567929e-05 0.00088184762402753511 0.0013818234886871256 -0.00063437497031253393 0.00076072879951331635 -0.0016770882983628548 -0.0010587395171052826 -0.0016852081774946441 -0.0012109164251144717 0.00069209230917845416 2.500069170819504e-05 0.00053791767372150085
leaf_weight=73 56 53 47 49 2196 77 50 77 48 46 75 64 68 409 291 89
leaf_count=73 56 53 47 49 2196 77 50 77 48 46 75 64 68 409 291 89
internal_value=0 1.68814e-05 0.000537252 -4.62182e-05 -2.7443e-05 0.000114909 -0.000102389 0.000324339 -9.2106e-05 -0.000914173 -4.55503e-05 -0.000116641 0.000151571 0.000419094 -0.00020682 -7.23491e-05
internal_weight=0 3695 401 3294 3245 345 268 175 125 93 3192 2349 843 484 359 2285
internal_count=3768 3695 401 3294 3245 345 268 175 125 93 3192 2349 843 484 359 2285
is_linear=0
shrinkage=0.0995203


Tree=5170
num_leaves=20
num_cat=0
split_feature=20 5 18 18 3 4 5 18 2 5 18 3 6 2 6 6 2 6 2
split_gain=0.0293507 0.0106749 0.0193383 0.0627924 0.0110334 0.0169219 0.015824 0.025467 0.00961512 0.00771202 0.0205753 0.00678408 0.00589801 0.0180173 0.00606968 0.00571964 0.010268 0.00554016 0.00437387
threshold=-0.24910499999999999 0.054660000000000007 -0.095799999999999982 -0.10303999999999999 0.11896500000000003 0.10619500000000003 0.066275000000000014 -0.071844999999999992 -0.07360499999999999 0.51390500000000017 -0.14624999999999996 0.14314000000000004 0.10384500000000003 -0.069129999999999983 0.098855000000000012 0.090845000000000023 -0.083104999999999998 0.090085000000000012 -0.082644999999999982
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 5 6 7 -3 -6 10 -8 -10 14 -14 15 17 -17 -4 -11
right_child=1 4 12 -5 8 -7 9 -9 11 18 -12 -13 13 -15 -16 16 -18 -19 -20
leaf_value=0.002030638535059969 -0.00032380091403184594 -0.0030369024992836472 1.3360729867400307e-05 0.0042522889127591858 -0.00058833272162927143 -0.0022449727185554296 -0.0016500130267093542 0.00014143293944094662 0.0016258101114594765 4.4908070674005633e-05 2.2731626607680273e-05 8.3297632649188515e-05 0.0016592638131141418 -0.00038410816815178788 -0.0009738674472996241 -0.00070102567008148583 0.0008333874481161541 -0.00098924470558962863 0.0013445723251421389
leaf_weight=73 83 51 2132 46 61 49 90 48 65 58 377 52 84 86 60 55 194 56 48
leaf_count=73 83 51 2132 46 61 49 90 48 65 58 377 52 84 86 60 55 194 56 48
internal_value=0 1.51793e-05 0.000111307 0.00130164 -0.000282878 -0.000456653 -0.000325037 -0.00148762 0.000416409 -0.000122742 -0.000297886 0.000947246 5.34247e-05 0.000620743 1.44729e-05 3.91422e-05 0.000491173 -1.1926e-05 0.000641159
internal_weight=0 3695 2796 129 899 721 672 99 178 573 467 117 2667 170 2497 2437 249 2188 106
internal_count=3768 3695 2796 129 899 721 672 99 178 573 467 117 2667 170 2497 2437 249 2188 106
is_linear=0
shrinkage=0.0995203


Tree=5171
num_leaves=25
num_cat=0
split_feature=6 5 1 17 1 5 1 11 6 6 5 0 0 1 8 6 17 26 26 26 2 26 26 9
split_gain=0.0248501 0.00665576 0.012013 0.0247619 0.0465333 0.0090828 0.0101453 0.00667139 0.00659492 0.0116502 0.0076876 0.0141771 0.00631843 0.0149843 0.0122761 0.0107096 0.00451624 0.006034 0.00989584 0.00723856 0.0109989 0.00805874 0.00435041 0.0031734
threshold=0.21988000000000005 0.054660000000000007 -0.085184999999999997 -0.011174999999999999 -0.10771499999999999 0.066275000000000014 -0.073104999999999989 -0.23394000000000001 0.087455000000000019 0.085120000000000015 -0.087969999999999993 -0.085794999999999996 -0.086414999999999992 -0.090374999999999997 -0.083294999999999994 0.08481000000000001 -0.0064000000000000003 0.096980000000000025 0.12508000000000005 0.092180000000000026 -0.078244999999999995 0.089725000000000013 0.09112000000000002 0.08895500000000002
decision_type=2 2 2 2 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 6 -3 -4 9 22 23 -12 -1 15 -15 -14 17 19 -19 21 -21 -7 -9 -10
right_child=-2 5 7 4 -6 16 -8 8 10 -11 11 -13 13 14 -16 -17 -18 18 -20 20 -22 -23 -24 -25
leaf_value=-0.000773060806448755 0.0019067400501965013 -0.0018674459657538978 0.0011441520638981462 -0.00010942096982455548 0.003118683575644854 -0.00015367595472562945 4.7026356811399674e-05 -0.0001538970326582407 -0.00099567269058569471 -0.0014198333885364527 0.0017406692532574569 0.0002026757537724325 0.00073910551770917316 0.002287784983147969 4.1801788270287059e-05 -0.0011263310653034221 -0.0010378218908964074 0.0014566302510047799 -0.00044127061199034865 -0.002001076422512875 9.2459976625308609e-05 0.0010816120121400125 0.00028323676068559971 3.684126045267729e-05
leaf_weight=78 70 65 49 89 87 460 46 1319 59 67 69 440 48 50 48 82 48 63 47 49 49 59 271 56
leaf_count=78 70 65 49 89 87 460 46 1319 59 67 69 440 48 50 48 82 48 63 47 49 49 59 271 56
internal_value=0 1.36609e-05 8.88133e-05 0.000541083 0.00148164 -0.000223935 -0.00106669 -4.39509e-06 -2.94269e-05 -0.000133592 0.000245866 0.000412774 0 0.000264616 0.00119607 -0.000431257 -0.000102175 -3.92729e-05 0.000638267 -0.000161393 -0.000945955 -1.16708e-05 -7.8877e-05 -0.000485765
internal_weight=0 3698 2812 482 176 886 111 2330 2281 1657 624 509 306 228 98 130 775 727 110 617 98 519 1590 115
internal_count=3768 3698 2812 482 176 886 111 2330 2281 1657 624 509 306 228 98 130 775 727 110 617 98 519 1590 115
is_linear=0
shrinkage=0.0995203


Tree=5172
num_leaves=27
num_cat=0
split_feature=6 2 8 8 8 0 0 0 6 18 3 3 3 0 2 17 2 4 8 0 0 18 0 27 0 8
split_gain=0.0253687 0.00546032 0.0106872 0.0350031 0.0121253 0.0108872 0.0221086 0.020422 0.0341009 0.00813928 0.00631227 0.0133142 0.014744 0.0115849 0.00915211 0.016979 0.0106066 0.0110178 0.008469 0.00700671 0.0141434 0.0128545 0.00428828 0.00360192 0.00347215 0.000696094
threshold=0.23663500000000004 -0.084869999999999987 -0.086304999999999993 -0.085385000000000003 -0.087635000000000005 -0.084894999999999984 -0.086775000000000005 -0.081674999999999984 0.087455000000000019 -0.0047450000000000001 0.08622500000000001 0.087445000000000023 0.087745000000000031 -0.084834999999999994 -0.082404999999999992 -0.093784999999999993 -0.081055000000000002 0.08544000000000003 -0.087844999999999993 -0.082224999999999993 -0.080074999999999993 -0.010395 -0.091364999999999988 0.076710000000000014 -0.095339999999999994 -0.092545000000000002
decision_type=2 2 2 2 2 2 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 22 6 24 8 -7 -9 14 13 -13 -12 18 -16 -17 -18 -3 21 -21 -14 23 -1 -5 -24
right_child=-2 10 3 5 -6 7 -8 9 -10 -11 11 12 19 -15 15 16 17 -19 -20 20 -22 -23 25 -25 -26 -27
leaf_value=-0.0010806523584631778 0.0023261589680002412 -0.0002327257506597411 0.0028679685554386359 -0.00016613931025500939 -0.0017262373015754905 0.00034399848347396701 -0.0020843129055923104 -0.00018868858963637614 0.0037203589802773749 0.00076102951638813059 0.00022747993913229306 -0.0018116275481412003 0.00081604142222860808 0.0020587727203894035 -0.0015853680651007386 0.0012602716171225773 -0.0011022083458314934 0.00037973404862028239 -0.0020630587633792838 -0.0012526616630586678 -5.8902907404625647e-05 -2.9114389740985493e-05 0.00019242341643242809 9.6348421036266744e-06 0.00080305676598489673 0.00076200707143354038
leaf_weight=47 48 48 53 87 50 85 56 284 46 130 91 46 241 56 66 69 78 136 55 110 943 678 46 79 62 49
leaf_count=47 48 48 53 87 50 85 56 284 46 130 91 46 241 56 66 69 78 136 55 110 943 678 46 79 62 49
internal_value=0 2.30211e-05 0.000212127 0.000394966 -0.000326621 0.000219116 -0.000397006 0.00045237 0.00153584 0.000107555 -5.4274e-05 1.59852e-05 -5.02399e-05 0.000930685 -0.000392615 -0.000146663 0.000185973 -0.000156588 -0.00121804 -8.73755e-06 -0.000184385 0.00019163 -6.26159e-06 -0.000390563 0.000231656 0.000494826
internal_weight=0 3691 1074 803 271 750 205 545 131 414 2617 2165 2018 147 452 349 283 214 103 1972 1053 919 221 126 149 95
internal_count=3739 3691 1074 803 271 750 205 545 131 414 2617 2165 2018 147 452 349 283 214 103 1972 1053 919 221 126 149 95
is_linear=0
shrinkage=0.0995203


Tree=5173
num_leaves=11
num_cat=0
split_feature=20 36 8 9 4 38 4 4 26 9
split_gain=0.0225532 0.00451424 0.00562593 0.0134581 0.0169112 0.00462623 0.00574516 0.00666373 0.00413955 0.00399201
threshold=-0.40431 0.090760000000000021 0.10228000000000002 0.11351500000000002 0.076195000000000027 -0.051829999999999994 0.14699000000000004 0.13662500000000002 -0.15866 0.091310000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 9 -2 7 8 -7 -4
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11
leaf_value=0.002147154810866761 0.00087718880864371914 -0.00080264899277543271 0.00094856995393705155 -0.00074559489628638249 0.0026332237821796978 0.00071363959852035965 -0.0010113657904166583 0.00092014160518766937 -3.421266928996174e-05 -0.00030065858830407156
leaf_weight=50 59 65 50 57 46 75 56 77 3154 50
leaf_count=50 59 65 50 57 46 75 56 77 3154 50
internal_value=0 1.88721e-05 3.38328e-05 0.000542889 0.00105153 3.38639e-06 -1.17046e-05 4.981e-06 -1.65888e-05 0.00031577
internal_weight=0 3689 3624 203 146 3421 3362 3306 3229 100
internal_count=3739 3689 3624 203 146 3421 3362 3306 3229 100
is_linear=0
shrinkage=0.0995203


Tree=5174
num_leaves=23
num_cat=0
split_feature=6 6 3 3 9 1 9 3 18 0 17 6 17 8 17 9 8 1 6 11 8 1
split_gain=0.0183809 0.00371205 0.00948862 0.014845 0.0144087 0.0155813 0.014557 0.013471 0.0103 0.0111356 0.00855927 0.00384821 0.0257595 0.0119134 0.0198053 0.019098 0.0148662 0.0258111 0.00607588 0.00412053 0.00402977 0.00494546
threshold=0.23663500000000004 0.093835000000000016 0.097255000000000022 0.10850000000000003 0.094435000000000033 -0.076329999999999995 0.09310000000000003 0.12870500000000004 -0.074709999999999985 -0.082224999999999993 -0.042709999999999991 0.085845000000000019 -0.15122999999999998 -0.085289999999999991 -0.012064999999999999 0.084835000000000022 -0.052214999999999998 -0.082489999999999994 0.085120000000000015 0.083750000000000033 -0.49499500000000002 0.62198500000000012
decision_type=2 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 -4 6 -6 8 -5 10 -10 -3 18 -13 14 -14 -16 17 -15 19 20 -1 -22
right_child=-2 2 3 7 5 -7 -8 -9 9 -11 -12 12 13 16 15 -17 -18 -19 -20 -21 21 -23
leaf_value=-0.00063945255509093024 0.0019779173206996431 -0.00062610606675015366 0.0012740151297314112 -0.0013307630657917872 -0.00027250963179615547 -0.0028161064975033376 0.0014403675873585569 0.0007316708401660342 -0.00027270499542627881 -0.0022218172231957432 0.0012589624937648792 0.002497035588072352 -0.0006526355201865163 -1.7576055078353349e-05 0.002828955173344846 0.00053834314930362517 0.0013201199798858645 -0.0022527798171609373 -0.00099281703979858349 0.00089728439429476929 1.1725538809558718e-05 0.00094314774078369879
leaf_weight=91 48 49 91 69 48 49 47 57 70 51 46 48 87 193 50 134 46 70 59 53 2225 58
leaf_count=91 48 49 91 69 48 49 47 57 70 51 46 48 87 193 50 134 46 70 59 53 2225 58
internal_value=0 1.74323e-05 -0.000214111 0.000303309 -0.000528274 -0.00156586 -0.000142478 -0.00039126 -0.000490684 -0.001101 0.000278047 6.05984e-05 0.000280737 9.5908e-05 0.000578622 0.00116524 -0.000324794 -0.00061561 4.65872e-06 2.92445e-05 9.52052e-06 3.57471e-05
internal_weight=0 3691 577 217 360 97 263 126 216 121 95 3114 628 580 271 184 309 263 2486 2427 2374 2283
internal_count=3739 3691 577 217 360 97 263 126 216 121 95 3114 628 580 271 184 309 263 2486 2427 2374 2283
is_linear=0
shrinkage=0.0995203


Tree=5175
num_leaves=18
num_cat=0
split_feature=20 36 8 9 3 18 20 18 17 6 6 8 21 20 18 5 18
split_gain=0.0170595 0.00385752 0.00409695 0.0116746 0.0140702 0.00442275 0.0117369 0.0120699 0.00872399 0.0109305 0.0112529 0.01056 0.00644272 0.00662043 0.00487988 0.00882578 0.00860084
threshold=-0.40431 0.090760000000000021 0.10228000000000002 0.11351500000000002 0.10377500000000002 -0.10726999999999999 -0.00059999999999999995 -0.14734 -0.092649999999999996 -0.0097999999999999979 0.091615000000000016 -0.073999999999999996 0.10940500000000002 -0.073314999999999991 -0.022504999999999997 -0.042209999999999991 -0.011569999999999999
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 -4 6 12 -8 9 11 -11 -7 -2 -14 15 -10 -16
right_child=1 -3 3 -5 -6 8 7 -9 14 10 -12 -13 13 -15 16 -17 -18
leaf_value=0.0018646147912281083 0.00081727638616942697 -0.00074585520650932615 3.8041534937559808e-05 -0.00073803938600118383 0.0020117721631852034 -0.00073571412293764698 -9.437503706193752e-05 -0.0017626629671792648 0.00090358334542319798 0.0010738550545207539 -8.2611855487528323e-05 0.00078507997481905333 -0.00079892979448711421 0.00067811516034210837 0.00085017565160465673 -0.00037690265185729056 -1.2184705478027876e-05
leaf_weight=50 90 65 80 57 66 130 88 86 58 259 121 69 85 46 123 621 1645
leaf_count=50 90 65 80 57 66 130 88 86 58 259 121 69 85 46 123 621 1645
internal_value=0 1.35859e-05 2.74332e-05 0.000461833 0.000935883 1.41686e-06 -0.000311531 -0.000923636 4.25382e-05 0.000390054 0.000703457 -0.00020429 0.000166693 -0.000274024 -3.93552e-05 -0.000266318 4.73468e-05
internal_weight=0 3689 3624 203 146 3421 395 174 3026 579 380 199 221 131 2447 679 1768
internal_count=3739 3689 3624 203 146 3421 395 174 3026 579 380 199 221 131 2447 679 1768
is_linear=0
shrinkage=0.0995203


Tree=5176
num_leaves=17
num_cat=0
split_feature=6 18 3 3 2 18 18 8 6 18 26 17 5 17 17 2
split_gain=0.0476625 0.0130999 0.00622377 0.0154921 0.0313061 0.010617 0.0386134 0.0106203 0.0100086 0.00951097 0.00946483 0.00801164 0.0050755 0.00379532 0.0101226 0.00963586
threshold=0.23663500000000004 0.26473000000000008 0.088285000000000016 0.08888500000000002 -0.083769999999999997 -0.016464999999999997 -0.032374999999999994 0.0033350000000000007 0.089725000000000013 -0.085834999999999995 -0.085605000000000001 -0.096019999999999994 -0.54165499999999989 0.51326500000000019 0.50214000000000014 -0.075024999999999994
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 8 10 9 -1 -7 -12 -5 14 -14 -15
right_child=-2 -3 3 12 -6 7 -8 -9 -10 -11 11 -13 13 15 -16 -17
leaf_value=-0.00029672146822490682 -0.0030332939786732438 0.0013207105224636532 -0.0005629977933770589 0.00087979096686355458 0.0024641298166756297 -0.001458871626304966 -0.0030516306896289829 0.0013334479289778822 -0.0013811394459034324 0.00097601999427637462 0.00091371426776690298 -0.00011496515671885336 -2.3122707934816115e-05 0.0003171307125568056 0.0013831649652525715 -0.0014577689569896827
leaf_weight=301 52 73 61 64 75 46 55 57 66 72 86 584 2004 60 52 60
leaf_count=301 52 73 61 64 75 46 55 57 66 72 86 584 2004 60 52 60
internal_value=0 4.89443e-07 -2.5741e-05 6.89907e-05 0.00110036 -0.000204037 -0.000564481 2.52518e-05 -0.000251014 -4.885e-05 -7.77491e-05 1.58525e-05 6.00672e-06 -1.93166e-05 1.20467e-05 -0.000563497
internal_weight=0 3716 3643 2376 136 1267 494 773 439 373 716 670 2240 2176 2056 120
internal_count=3768 3716 3643 2376 136 1267 494 773 439 373 716 670 2240 2176 2056 120
is_linear=0
shrinkage=0.0995203


Tree=5177
num_leaves=21
num_cat=0
split_feature=6 18 1 1 9 9 18 1 9 3 3 2 3 9 21 1 5 5 5 1
split_gain=0.0386478 0.0106222 0.00546403 0.00702434 0.00553572 0.0165293 0.00909539 0.00760155 0.0433003 0.00415243 0.018363 0.0160858 0.029726 0.0166437 0.0184736 0.0073525 0.0130039 0.00687934 0.00392305 0.00338762
threshold=0.23663500000000004 0.26473000000000008 -0.073104999999999989 -0.076090000000000005 0.091750000000000012 0.092855000000000021 -0.060544999999999995 -0.08616 0.084380000000000024 0.088055000000000022 0.088745000000000032 -0.086304999999999993 0.087445000000000023 0.083925000000000013 -1.0000000180025095e-35 -0.066524999999999987 0.037395000000000005 -0.0047599999999999995 -0.54165499999999989 -0.087734999999999994
decision_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 7 -6 -7 19 -9 11 -11 13 17 -4 -15 16 -12 -13 -17 -1
right_child=-2 -3 9 -5 5 6 -8 8 -10 10 15 12 -14 14 -16 18 -18 -19 -20 -21
leaf_value=-9.1028069352606296e-05 -0.0027314200169505525 0.0011892731812916614 -0.0005917054658352703 -0.0012777875259490142 0.0018229296444232754 -0.00095026530833228434 0.00031135415646630125 -0.0025888430832830592 -5.2906868550531001e-05 0.0017430991393769389 -0.00024192728956651938 -0.00038685028363431585 -0.0029046247176589628 0.0029213798689116384 0.0001779101952536982 0.00079223396772605949 0.0020856085939966879 0.00092744772429446888 -3.5726588794180045e-06 0.00078434760089354501
leaf_weight=627 52 73 64 55 54 83 177 84 327 69 46 268 46 46 53 64 48 46 1439 47
leaf_count=627 52 73 64 55 54 83 177 84 327 69 46 268 46 46 53 64 48 46 1439 47
internal_value=0 4.18805e-07 -2.31793e-05 -0.000172899 -0.000128876 0.000237821 -8.82451e-05 -0.000235753 -0.000573192 7.5895e-05 0.000152951 -0.000168 -0.000540628 0.000649961 0.00146092 8.37345e-05 0.000937893 -0.000191703 2.97693e-05 -2.87709e-05
internal_weight=0 3716 3643 1454 1399 314 260 1085 411 2189 1666 523 360 163 99 1597 94 314 1503 674
internal_count=3768 3716 3643 1454 1399 314 260 1085 411 2189 1666 523 360 163 99 1597 94 314 1503 674
is_linear=0
shrinkage=0.0995203


Tree=5178
num_leaves=20
num_cat=0
split_feature=6 18 18 18 8 8 0 0 8 18 1 8 8 17 26 26 6 17 1
split_gain=0.0313381 0.0086132 0.00463463 0.0110565 0.02126 0.0061293 0.0112974 0.0112242 0.0111932 0.00945089 0.00834395 0.00520751 0.00892291 0.00957133 0.00864161 0.00695712 0.00454971 0.00447658 0.00433243
threshold=0.23663500000000004 0.26473000000000008 -0.0079049999999999988 -0.011569999999999999 -0.08569499999999998 -0.077889999999999987 -0.078289999999999985 -0.073464999999999989 -0.062834999999999988 -0.019539999999999998 -0.083284999999999984 0.0044850000000000011 0.15415000000000004 -0.07107999999999999 0.082605000000000026 -0.095449999999999993 0.12080000000000003 -0.05543 0.058455000000000014
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 6 9 -8 10 -1 -7 15 13 -13 -15 -4 17 -17 -10
right_child=-2 -3 11 4 -6 8 7 -9 18 -11 -12 12 -14 14 -16 16 -18 -19 -20
leaf_value=-0.00028409929821184737 -0.0024595885690830801 0.0010709164009726736 -0.00091339980836787173 0.00054082571063432188 -0.002225848204912935 -0.00033727735899991658 -0.0023711322225213683 -0.00029131455630737076 -3.5911713894375536e-05 0.00066985317596232965 0.00096600824603303452 0.0021437851642220223 -0.00035756548057346563 0.0012333609773684121 -0.00050810873512197009 0.00043092855248692868 -0.00075417352679727433 1.4091460590875987e-05 -0.00093939003269922485
leaf_weight=596 52 73 75 46 67 63 47 59 444 124 202 47 76 62 51 323 64 1237 60
leaf_count=596 52 73 75 46 67 63 47 59 444 124 202 47 76 62 51 323 64 1237 60
internal_value=0 3.55223e-07 -2.08724e-05 -0.00014053 -0.00109235 -7.25838e-05 -0.000261151 -0.00122122 0.000128896 -0.00011867 0.000653081 8.43246e-05 0.000522539 0.000945705 0.000440144 2.29725e-05 6.67204e-05 0.000100923 -0.000145093
internal_weight=0 3716 3643 1708 113 1595 826 106 769 720 265 1935 236 160 113 1699 1624 1560 504
internal_count=3768 3716 3643 1708 113 1595 826 106 769 720 265 1935 236 160 113 1699 1624 1560 504
is_linear=0
shrinkage=0.0995203


Tree=5179
num_leaves=19
num_cat=0
split_feature=20 18 20 20 26 4 4 4 3 20 9 26 2 26 3 26 18 8
split_gain=0.0300742 0.00761823 0.00495298 0.032867 0.0264445 0.00509072 0.0137965 0.00937914 0.0153621 0.00704209 0.00812545 0.00596349 0.0101267 0.00620388 0.00467857 0.0183015 0.0126393 0.00640131
threshold=-0.40431 0.26090000000000008 -0.081945000000000004 -0.083495 0.084735000000000019 0.10495500000000003 0.10716000000000002 0.097375000000000017 0.10457000000000002 -0.015594999999999999 0.11351500000000002 -0.01278 -0.0088099999999999984 0.087260000000000018 0.10850000000000003 -0.042444999999999997 0.086065000000000016 -0.086154999999999995
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 7 -7 11 -9 -8 -11 12 -4 -13 16 -16 17 -2
right_child=1 -3 5 4 -6 6 9 8 -10 10 -12 13 -14 -15 15 -17 -18 -19
leaf_value=-0.0023402637909090362 0.00060646156832208262 0.00095862605579400382 6.2148986296492803e-05 0.00022649725055872295 0.0035505535922295615 0.0018572187666533011 0.00087837216243272004 0.0002016639665313516 -0.0022180437211472789 3.9186437708178907e-05 -0.0013631254898419157 -0.00036798735198317005 0.0016881646049139616 -1.4965288642296482e-05 0.00062089530041051384 -0.0018009645228208664 0.0015340560493386729 -0.0004100827044981962
leaf_weight=55 83 81 203 47 49 46 85 49 54 363 46 771 47 1382 60 63 52 232
leaf_count=55 83 81 203 47 49 46 85 49 54 363 46 771 47 1382 60 63 52 232
internal_value=0 3.88018e-06 -1.7187e-05 0.000247476 0.00193168 -6.83725e-05 0.00020821 -0.000128298 -0.00105897 5.3001e-05 -0.000116529 -8.80656e-05 0.000371115 -0.000141764 -8.08199e-05 -0.000612914 9.5281e-05 -0.000139632
internal_weight=0 3713 3632 586 96 3046 540 2506 103 494 409 2403 250 2153 490 123 367 315
internal_count=3768 3713 3632 586 96 3046 540 2506 103 494 409 2403 250 2153 490 123 367 315
is_linear=0
shrinkage=0.0995203


Tree=5180
num_leaves=24
num_cat=0
split_feature=29 8 8 18 6 6 8 8 0 0 18 26 6 6 3 18 8 4 4 4 3 3 20
split_gain=0.0124589 0.00572514 0.0125133 0.0446217 0.00587077 0.012409 0.0128681 0.0108324 0.00984953 0.0123341 0.00950905 0.0130042 0.0103125 0.00894855 0.0084908 0.00801947 0.00785747 0.0046616 0.00842948 0.0168601 0.0137029 0.0417083 0.0036609
threshold=-0.14715999999999999 -0.083245 -0.082244999999999999 -0.049119999999999997 0.088565000000000019 0.087670000000000012 -0.087129999999999999 -0.092299999999999993 -0.086304999999999993 -0.088594999999999993 -0.011569999999999999 0.086760000000000018 0.089810000000000015 0.093835000000000016 0.086015000000000022 -0.023444999999999997 -0.09547499999999999 0.13481000000000004 0.10606500000000003 0.10300500000000003 0.10850000000000003 0.11553000000000002 0.10337500000000002
decision_type=2 2 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 6 7 16 9 -8 -6 -12 -13 -14 -10 -9 -2 18 19 22 -20 -22 -4
right_child=1 2 17 -5 10 -7 8 15 14 -11 11 12 13 -15 -16 -17 -18 -19 20 -21 21 -23 -24
leaf_value=0.0015678942738802026 -7.7400045548187141e-05 0.00069529969804388758 -0.00017149029940891655 -0.0033644651127387702 0.001424209410526304 -0.0014372691702807469 0.00046798428711957774 0.00043389184029225526 -0.0010912470396375351 0.0022937697622361294 0.0016227805009864373 -0.0013463639486014933 0.000982404990242664 -0.00066468470754622627 0.00044918445680634464 -0.00098328737317720876 0.0010358275729841712 0.000640886108691627 0.000361907476533993 0.0015400016400565391 -0.003779315855923236 -0.00014329992087228104 0.00058170294000509993
leaf_weight=46 444 56 1678 51 76 59 107 48 48 57 47 57 74 58 135 207 73 75 73 61 46 99 66
leaf_count=46 444 56 1678 51 76 59 107 48 48 57 47 57 74 58 135 207 73 75 73 61 46 99 66
internal_value=0 -7.94651e-05 -0.000181402 -0.00123208 7.08385e-05 -3.01751e-05 4.32834e-05 -0.000182183 0.000547256 0.00110755 0.000454853 0.000139219 -0.000225378 0.000252482 4.06633e-05 -0.000713314 7.82035e-05 -0.000127426 -0.000156315 -8.52027e-05 -0.000741358 -0.00130244 -0.000142517
internal_weight=0 3695 2205 107 1490 1178 1119 772 347 164 312 236 189 132 183 255 517 2098 2023 1805 218 145 1744
internal_count=3741 3695 2205 107 1490 1178 1119 772 347 164 312 236 189 132 183 255 517 2098 2023 1805 218 145 1744
is_linear=0
shrinkage=0.0995203


Tree=5181
num_leaves=12
num_cat=0
split_feature=9 19 5 10 0 5 0 8 6 5 10
split_gain=0.0111888 0.0126483 0.00419128 0.00639626 0.0119004 0.00748919 0.00492525 0.00300439 0.00516184 0.00344855 0.00110485
threshold=0.15091000000000004 0.14023500000000003 0.6362850000000001 0.085705000000000017 0.042275000000000014 0.51100000000000012 -0.054850000000000003 -0.083245 0.088565000000000019 0.40898000000000007 0.091870000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 7 -7 8 -1 -9 -5
right_child=-2 -3 -4 4 -6 6 -8 9 -10 -11 -12
leaf_value=-3.1920727702805938e-05 0.0011414965618310757 -0.0017184722984004699 -0.00097189318140488681 -0.00038167788160537358 0.0018850381598739935 -0.00020315650958561965 -0.001470092016472656 -0.00015303504483324439 0.00043116322570935564 0.00051664817314687908 0.00029880982632933116
leaf_weight=1107 76 46 49 47 48 64 61 1814 303 79 47
leaf_count=1107 76 46 49 47 48 64 61 1814 303 79 47
internal_value=0 -7.8004e-05 -5.69263e-05 -4.41386e-05 0.000609768 -7.14645e-05 -0.00082797 -4.25872e-05 6.70125e-05 -0.000124655 -3.27253e-05
internal_weight=0 3665 3619 3570 142 3428 125 3303 1410 1893 94
internal_count=3741 3665 3619 3570 142 3428 125 3303 1410 1893 94
is_linear=0
shrinkage=0.0995203


Tree=5182
num_leaves=15
num_cat=0
split_feature=9 19 2 2 8 9 9 9 1 2 2 9 8 8
split_gain=0.00907409 0.0103719 0.00466676 0.0138438 0.0213789 0.00586131 0.00759508 0.0124796 0.0108731 0.00572651 0.00972416 0.005399 0.00415386 0.00303248
threshold=0.15091000000000004 0.13950000000000004 -0.076254999999999989 -0.073884999999999992 -0.078414999999999999 0.11007500000000002 0.097990000000000022 0.09649000000000002 -0.074694999999999998 -0.072624999999999981 -0.070354999999999987 0.091750000000000012 0.10528000000000003 0.025720000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 7 11 -8 -5 -11 -1 -12 -10
right_child=-2 -3 3 9 -6 -7 8 -9 13 10 12 -13 -14 -15
leaf_value=-5.3033773701563068e-05 0.0010278945333376133 -0.0014663594000173829 6.2079613563640148e-05 0.00090787885124758857 -0.0028070740961325977 0.0011062342448558283 -0.0019444820536485699 0.0015051475468727715 0.00049828343153190144 -0.0013839074226746054 -4.6742678745740386e-05 0.0003840520605704058 -0.0010126149739825619 -0.00060344458922483783
leaf_weight=1599 76 52 53 53 49 50 46 58 46 60 1161 339 46 53
leaf_count=1599 76 52 53 53 49 50 46 58 46 60 1161 339 46 53
internal_value=0 -7.02854e-05 -4.99659e-05 -0.000190465 -0.00130821 4.08468e-05 1.55838e-05 6.64786e-05 -0.000679364 -0.000103473 -0.000146425 2.3e-05 -8.42313e-05 -8.32616e-05
internal_weight=0 3665 3613 1422 102 2191 2141 1996 145 1320 1267 1938 1207 99
internal_count=3741 3665 3613 1422 102 2191 2141 1996 145 1320 1267 1938 1207 99
is_linear=0
shrinkage=0.0995203


Tree=5183
num_leaves=18
num_cat=0
split_feature=29 19 2 2 8 17 2 17 18 18 2 2 17 17 6 18 18
split_gain=0.00761848 0.00453534 0.00383925 0.0112178 0.0173548 0.00659293 0.00949338 0.0078397 0.00483245 0.0105916 0.0142124 0.0253653 0.00969834 0.00566421 0.00713569 0.00523802 0.0137492
threshold=-0.14715999999999999 0.13881500000000005 -0.076254999999999989 -0.073884999999999992 -0.078414999999999999 0.51174000000000019 -0.070354999999999987 0.40057000000000009 -0.079189999999999997 -0.08727 -0.08237499999999999 -0.086254999999999984 -0.56005499999999986 0.0021900000000000005 0.090460000000000026 -0.060544999999999995 -0.023444999999999997
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 -4 6 -5 -8 9 13 11 -11 -10 14 -2 -14 -17
right_child=1 -3 3 5 -6 -7 7 -9 12 10 -12 -13 15 -15 -16 16 -18
leaf_value=0.0012290394627845129 0.00032571909681130119 -0.00091076721874919025 5.5901488373978674e-05 -0.001163711116778695 -0.0025277135798413004 0.00081812008649924741 -0.00013624208388857064 0.00097898227410618001 -0.0014715423601742699 0.0018964591455435163 0.0024116788321279325 -0.0012863956536756942 -0.00094418608615609481 -0.00089356232867670465 -0.00066529546365019646 0.0011156922343859158 -6.9657276882865594e-05
leaf_weight=46 431 61 53 85 49 74 1122 66 47 50 48 49 58 56 86 105 1255
leaf_count=46 431 61 53 85 49 74 1122 66 47 50 48 49 58 56 86 105 1255
internal_value=0 -5.90614e-05 -4.45395e-05 -0.000170257 -0.00117722 -9.33977e-05 -0.000147028 -7.35961e-05 3.84562e-05 0.000249808 0.00100374 0.000312838 -6.48575e-05 5.49611e-05 0.000159286 -1.76551e-05 2.12568e-05
internal_weight=0 3695 3634 1449 102 1347 1273 1188 2185 720 147 99 1465 573 517 1418 1360
internal_count=3741 3695 3634 1449 102 1347 1273 1188 2185 720 147 99 1465 573 517 1418 1360
is_linear=0
shrinkage=0.0995203


Tree=5184
num_leaves=20
num_cat=0
split_feature=30 20 20 4 25 6 11 3 3 5 0 17 5 4 5 4 17 17 9
split_gain=0.0154288 0.0103239 0.0312767 0.00746033 0.00775825 0.00720931 0.0136668 0.00791526 0.00888525 0.00699758 0.0086313 0.00587669 0.0094238 0.0105847 0.00927053 0.0074175 0.0142855 0.00326207 0.00500334
threshold=-1.0000000180025095e-35 -0.083970000000000003 -0.086134999999999989 0.11860000000000002 1.0000000180025095e-35 -0.45687499999999998 -1.0000000180025095e-35 0.12732500000000005 0.14058000000000004 0.23074000000000006 -0.14680499999999999 -0.45712999999999998 0.25032500000000008 0.11394500000000003 0.27608500000000008 0.10343500000000001 -0.56005499999999986 0.061900000000000018 0.090465000000000031
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 6 -5 -7 -9 10 -2 15 13 -13 -14 16 -3 18 -12
right_child=1 3 -4 5 -6 7 -8 8 -10 -11 17 12 14 -15 -16 -17 -18 -19 -20
leaf_value=-0.001795166123416438 -0.0011865672521030701 0.0010577172798252631 0.0020862164161756167 0 -0.0013597696861866943 0.0010343180150134976 0.0023071896181934178 -0.0014712314840166075 0.00021451406490301966 0.00084240278610323341 0 -5.9520158784913758e-05 0.0016906898997236333 -0.0015541576825883533 0.00011084221800260328 -0.0016389607695671039 -0.00062373541611937197 -0.00044193799236785016 0.0010950099066627068
leaf_weight=48 64 62 91 54 49 57 48 47 89 90 150 2243 59 48 101 47 255 81 57
leaf_count=48 64 62 91 54 49 57 48 47 89 90 150 2243 59 48 101 47 255 81 57
internal_value=0 4.34771e-07 0.000405803 -6.77015e-05 -0.000117008 0.000408212 0.00108533 4.61139e-05 -0.000362041 5.79827e-05 -0.000140254 -9.50845e-05 -3.93059e-05 -9.11925e-05 0.000698528 -0.000468421 -0.000292288 8.94181e-05 0.000301295
internal_weight=0 3692 533 3159 2864 295 102 193 136 442 352 2815 2451 2291 160 364 317 288 207
internal_count=3740 3692 533 3159 2864 295 102 193 136 442 352 2815 2451 2291 160 364 317 288 207
is_linear=0
shrinkage=0.0995203


Tree=5185
num_leaves=20
num_cat=0
split_feature=29 4 20 20 25 9 17 26 26 17 17 3 17 8 20 17 8 1 1
split_gain=0.0154554 0.00804177 0.00776347 0.0273802 0.00726887 0.00694746 0.00579615 0.00820469 0.0111336 0.0107691 0.00715845 0.00563758 0.00729725 0.00588193 0.0052604 0.00607258 0.00901448 0.00504298 0.00501019
threshold=0.12737000000000004 0.11706000000000001 -0.083970000000000003 -0.086134999999999989 1.0000000180025095e-35 -0.096659999999999982 -0.45712999999999998 0.086255000000000012 0.092180000000000026 -0.55157999999999996 -0.42946499999999999 0.11896500000000003 -0.031185000000000001 -0.071594999999999992 -0.089994999999999992 -0.084209999999999993 -1.0000000180025095e-35 -0.50763499999999995 -0.01257
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 14 6 -3 7 9 -9 -4 -8 -7 -13 -14 15 16 -1 -12 -17
right_child=-2 5 4 -5 -6 11 10 8 -10 -11 17 12 13 -15 -16 18 -18 -19 -20
leaf_value=-0.00028306614284706773 -0.0017581498099515755 0.0012615297791547199 -0.00037725486448840777 0.0018785956826850264 -0.0013367078115357808 0.00092073545324109884 0.0011583871627986065 0.00078161180673360167 -0.0006847535699919038 -0.0021307063260922062 0.00076277735127745847 -0.0010330634674537707 -0.00023625421399380462 0.0010215660150649185 -0.00095984689067657946 -0.00098697113233861631 0.0013642840474552794 -8.2194991912091587e-05 8.5044819260137467e-05
leaf_weight=58 50 81 98 91 47 80 49 90 119 55 72 56 85 64 53 61 74 2313 144
leaf_count=58 50 81 98 91 47 80 49 90 119 55 72 56 85 64 53 61 74 2313 144
internal_value=0 3.1847e-06 -4.53429e-05 0.000323996 -0.000108118 0.000446147 -8.71733e-05 -0.000458893 -4.93875e-05 -0.00101293 -3.15525e-05 0.000211534 -6.12339e-05 0.000298524 -3.66449e-05 0.000106118 0.000634247 -5.63431e-05 -0.000229952
internal_weight=0 3690 3324 481 2843 366 2796 362 209 153 2434 285 205 149 390 337 132 2385 205
internal_count=3740 3690 3324 481 2843 366 2796 362 209 153 2434 285 205 149 390 337 132 2385 205
is_linear=0
shrinkage=0.0995203


Tree=5186
num_leaves=23
num_cat=0
split_feature=7 20 20 18 3 20 6 6 20 9 3 3 26 6 6 21 29 9 21 1 9 8
split_gain=0.0169795 0.00747988 0.0198879 0.00677936 0.0153987 0.00845259 0.0124483 0.0227401 0.0119189 0.00841236 0.0106618 0.0114831 0.00904936 0.00675008 0.0171577 0.00624894 0.00434416 0.00452656 0.00746181 0.0115783 0.00637521 0.0042181
threshold=0.10781500000000002 -0.083970000000000003 -0.08588999999999998 -0.077844999999999998 0.08345000000000001 -0.009049999999999999 -0.11533 -0.10032499999999998 -0.004729999999999999 0.097680000000000031 0.085355000000000028 0.08666500000000002 0.097125000000000031 0.12080000000000003 0.11596500000000003 0.10343500000000001 -0.075559999999999988 0.08895500000000002 0.088590000000000016 -0.0051399999999999996 0.09253500000000002 0.053925000000000008
decision_type=2 2 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 4 -3 6 -5 -8 -7 10 -6 -12 -11 14 -10 -9 -1 18 19 -18 -19 -22
right_child=-2 3 -4 5 9 8 7 15 13 12 11 -13 -14 -15 -16 -17 17 20 -20 -21 21 -23
leaf_value=0.00087254789467586355 -0.0018586155173822188 -0.0019563440154770234 0.0017581336071577712 0.0011799878458358393 0.00070838251872615287 0.0016649056630189205 -0.0025353279761873332 -5.7853716219034699e-05 8.2163961999814111e-05 0.0015395971441771164 -0.0016275106363826907 -0.00030207909755374407 -0.00023337663965871441 -0.00098876226825423655 0.0019563712498354324 -0.00092666930482084877 -0.00052819070124670523 0.0013659375296244142 -0.0010762176543506171 0.0012899810820494887 -0.0007093775508882883 0.00058240998279885465
leaf_weight=60 49 52 84 53 86 50 46 431 1556 54 75 498 59 54 50 102 100 46 82 53 49 51
leaf_count=60 49 52 84 53 86 50 46 431 1556 54 75 498 59 54 50 102 100 46 82 53 49 51
internal_value=0 6.0505e-06 0.000354155 -5.14152e-05 -0.000297036 3.46534e-05 -0.000275886 -0.000410566 0.000149904 -0.000184208 -0.000321059 -0.000476994 0.000606641 0.000103779 0.000141024 -0.000225655 8.48743e-05 -3.70202e-05 -0.000309361 9.62832e-05 0.00039573 -4.23797e-05
internal_weight=0 3691 525 3166 824 2342 632 579 1710 772 659 573 113 1660 1606 533 441 381 235 153 146 100
internal_count=3740 3691 525 3166 824 2342 632 579 1710 772 659 573 113 1660 1606 533 441 381 235 153 146 100
is_linear=0
shrinkage=0.0995203


Tree=5187
num_leaves=18
num_cat=0
split_feature=4 9 20 20 4 18 3 4 8 20 2 2 9 20 9 17 17
split_gain=0.0149865 0.0094576 0.00692723 0.0161489 0.00605941 0.00560386 0.0115629 0.00944872 0.0078886 0.0056014 0.0122764 0.0152865 0.00556798 0.00631147 0.00563582 0.00442188 0.00444499
threshold=0.15730000000000002 -0.26414499999999996 -0.083970000000000003 -0.086134999999999989 0.10868000000000001 -0.092584999999999987 0.08400500000000001 0.090805000000000011 -0.068549999999999986 -0.049534999999999996 -0.083589999999999984 -0.082275000000000001 0.08895500000000002 -0.097769999999999996 0.09271500000000002 0.51544000000000012 -0.015100000000000001
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 12 6 -4 8 -8 10 -7 -12 13 -3 -14 16 -11
right_child=-2 2 5 -5 -6 9 7 -9 -10 15 11 -13 14 -15 -16 -17 -18
leaf_value=0.0013526017173867933 -0.0017278237286351772 -3.1892283014299427e-05 -0.0018081169878376893 0.0015272724946088277 0.0008971764336978622 -0.0016949031386753945 -0.0004257451949971546 -0.0013902204245763146 0.00045321877706266581 0.00022460049513608273 0.0015869861869725675 -0.00032398960456134527 0.0012778971197872561 -0.0011687227538220372 -4.0211140102590721e-05 0.00086606320465034401 -7.9537912570615897e-05
leaf_weight=51 50 148 50 91 73 56 232 59 179 773 46 414 47 73 98 66 1234
leaf_count=51 50 148 50 91 73 56 232 59 179 773 46 414 47 73 98 66 1234
internal_value=0 6.61542e-06 -1.20234e-05 0.000320266 6.82012e-05 -6.8933e-05 -0.000367104 -0.000212063 -4.09443e-05 -8.72912e-06 -0.000302413 -0.000131112 -9.49043e-05 -0.000411111 0.000381392 6.39781e-05 3.71937e-05
internal_weight=0 3690 3639 530 439 3109 520 470 411 2589 516 460 366 221 145 2073 2007
internal_count=3740 3690 3639 530 439 3109 520 470 411 2589 516 460 366 221 145 2073 2007
is_linear=0
shrinkage=0.0995203


Tree=5188
num_leaves=16
num_cat=0
split_feature=24 17 2 21 26 8 26 1 2 0 0 0 2 9 2
split_gain=0.0372117 0.00819748 0.0105221 0.00586833 0.00594535 0.012829 0.00637156 0.00575451 0.00361077 0.0109242 0.0269344 0.0100992 0.00391182 0.0193072 0.00593465
threshold=-0.071224999999999997 0.51734000000000024 -0.077604999999999993 0.15544000000000005 -0.14033499999999999 -0.016289999999999999 -0.23202999999999999 -0.019984999999999999 -0.082025000000000001 -0.082404999999999992 -0.083275000000000002 -0.069955000000000003 -0.077604999999999993 0.092775000000000024 -0.070724999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 7 -7 9 10 -6 -11 13 -10 -14
right_child=1 2 -4 -5 8 6 -8 -9 12 11 -12 -13 14 -15 -16
leaf_value=0.002753091951163775 -0.0020425602164215084 -0.0018373234062749758 2.938176090952875e-05 0.00083873158912529987 -0.00022776951944643384 0.00011391445808121034 0.00063209587181873119 -0.0014287213243237668 -2.5178948635648261e-05 0.00055497119712322814 -0.0024967123110179023 -0.00030107772793279148 -0.00042607343841029625 0.0013912089126248371 7.7274146379591275e-05
leaf_weight=47 46 58 60 74 717 46 62 48 431 316 56 239 292 122 1125
leaf_count=47 46 58 60 74 717 46 62 48 431 316 56 239 292 122 1125
internal_value=0 -6.4778e-05 -0.000881214 -3.75933e-05 -5.63552e-05 -0.000580633 -0.000144304 -0.000665106 -2.39954e-05 -0.000151003 -0.000393202 0.000184855 6.12065e-05 0.000285817 -2.58726e-05
internal_weight=0 3692 118 3574 3500 202 156 94 3298 1328 773 555 1970 553 1417
internal_count=3739 3692 118 3574 3500 202 156 94 3298 1328 773 555 1970 553 1417
is_linear=0
shrinkage=0.0995203


Tree=5189
num_leaves=13
num_cat=0
split_feature=24 28 17 3 8 8 8 18 18 9 8 20
split_gain=0.0301741 0.00906969 0.00708248 0.0115695 0.00335586 0.0134925 0.00530052 0.00466525 0.00628357 0.00479676 0.00451857 0.00487047
threshold=-0.071224999999999997 0.079615000000000019 0.51734000000000024 0.09587500000000003 -0.054384999999999996 -0.049499999999999995 -0.064619999999999997 0.088250000000000009 -0.112385 0.09697500000000002 -0.041669999999999992 -0.009049999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 7 8 -2 -9 -7 -12
right_child=1 -3 3 -5 5 10 -8 9 -10 -11 11 -13
leaf_value=0.0024791038678963193 0.00046815425498368047 -0.00108721904791776 0.00021384524042249913 -0.0017469038588812851 0.0018011062555108263 -0.00088245157586557639 -0.00094358807723293064 0.00033957451449719706 -0.0001865205786789726 -0.00054475447112532164 -0.00012586624950578117 0.0003024770246337261
leaf_weight=47 159 83 57 61 46 48 68 435 1611 70 487 567
leaf_count=47 159 83 57 61 46 48 68 435 1611 70 487 567
internal_value=0 -5.83313e-05 -3.4442e-05 -0.000792825 -8.57324e-06 0.000130559 -7.70935e-05 -5.0834e-05 -0.000127248 0.000215373 6.00841e-05 0.000103785
internal_weight=0 3692 3609 118 3491 1148 2343 2275 1770 505 1102 1054
internal_count=3739 3692 3609 118 3491 1148 2343 2275 1770 505 1102 1054
is_linear=0
shrinkage=0.0995203


Tree=5190
num_leaves=17
num_cat=0
split_feature=26 28 6 17 17 17 3 26 17 9 5 5 17 0 17 17
split_gain=0.0271887 0.00883863 0.0073422 0.00811072 0.00801977 0.00928377 0.0146412 0.0091771 0.0086167 0.00672191 0.00484604 0.0150316 0.00894746 0.00412229 0.00988173 0.00807865
threshold=0.5128250000000002 0.079615000000000019 0.088565000000000019 0.51544000000000012 -0.095109999999999986 -0.14488499999999999 0.098000000000000018 0.087825000000000028 -0.049834999999999997 0.11985000000000003 -0.0073899999999999999 -0.015214999999999999 1.0000000180025095e-35 -0.110495 -0.011809999999999999 -0.095109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 7 -4 -6 13 11 -10 -12 15 -15 -1
right_child=-2 -3 4 -5 8 -7 -8 -9 10 -11 12 -13 -14 14 -16 -17
leaf_value=-0.00092562574498322107 0.0022140493268707796 -0.001111386387435465 -0.0013082000001002 -0.0011084345314648584 -0.00092486936700824924 0.0018117955725971968 0.0017029617539046815 0.00043022120950870585 0.00011814803416000956 0.00083104219830703728 -0.0014392155144650871 0.0018637942532130759 0.00015605713753684181 1.3792586718789763e-05 -0.00043603662443545462 0.00028593577093691215
leaf_weight=62 53 77 49 80 82 57 55 77 451 76 49 55 118 1096 861 441
leaf_count=62 53 77 49 80 82 57 55 77 451 76 49 55 118 1096 861 441
internal_value=0 -5.6004e-05 -3.32599e-05 -0.000120909 0.000196823 0.000700753 0.000346343 -0.000239335 3.68839e-05 -8.94344e-05 0.000155283 0.00030951 -0.000307115 -0.000118205 -0.000183696 0.000134971
internal_weight=0 3686 3609 2616 993 238 181 126 755 2536 673 506 167 2460 1957 503
internal_count=3739 3686 3609 2616 993 238 181 126 755 2536 673 506 167 2460 1957 503
is_linear=0
shrinkage=0.0995203


Tree=5191
num_leaves=17
num_cat=0
split_feature=24 6 6 26 2 2 28 17 6 2 2 9 1 26 26 20
split_gain=0.0246471 0.00760375 0.0100611 0.0228597 0.0243554 0.00963725 0.00593987 0.00613094 0.00551891 0.0048387 0.00583081 0.0140014 0.0112874 0.00333797 0.0078101 0.00366246
threshold=-0.071224999999999997 0.085570000000000021 0.038300000000000008 0.085855000000000029 -0.085599999999999996 0.10166000000000001 0.079615000000000019 0.51392000000000015 0.086275000000000032 -0.054390000000000001 -0.082294999999999993 0.087695000000000009 -0.089520000000000002 0.083400000000000016 0.0054200000000000012 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 8 7 13 -3 10 12 -12 -10 14 -2 -15
right_child=1 5 3 -5 -6 -7 -8 -9 9 -11 11 -13 -14 15 -16 -17
leaf_value=0.0022430834096125651 2.0811479373752476e-05 0.0010934002948353855 -0.00023318224910301688 0.00040373047592112373 -0.0032424333424138727 0.0014874450200323068 -0.00097207157700849331 -0.00090839212426255429 0.00046713792947177034 -0.00068697404651011588 0.0016622314240479809 0.00013766169473033548 -0.00049370024307411056 0.0004227478940258983 0.0011793470248872039 -0.00023611283968330763
leaf_weight=47 1078 52 52 81 56 51 74 82 191 83 68 502 329 92 61 840
leaf_count=47 1078 52 52 81 56 51 74 82 191 83 68 502 329 92 61 840
internal_value=0 -5.02169e-05 -0.000154176 -0.00085185 -0.00180112 0.000145979 -9.45981e-05 -6.40585e-05 8.94617e-05 4.42584e-05 0.00010069 0.000320976 -0.000139203 -3.02323e-05 8.35765e-05 -0.000170197
internal_weight=0 3692 2416 189 108 1276 2227 2153 1225 1173 1090 570 520 2071 1139 932
internal_count=3739 3692 2416 189 108 1276 2227 2153 1225 1173 1090 570 520 2071 1139 932
is_linear=0
shrinkage=0.0995203


Tree=5192
num_leaves=26
num_cat=0
split_feature=20 0 20 27 29 0 5 5 17 17 5 5 8 20 0 0 1 21 1 2 9 2 2 0 21
split_gain=0.00591709 0.00624908 0.00973812 0.00841392 0.00822611 0.00806633 0.0073513 0.00658806 0.0218908 0.0133673 0.0086697 0.0101973 0.00833683 0.00550174 0.00496084 0.00624031 0.00453343 0.012968 0.00825254 0.00650244 0.00766817 0.0107748 0.00747647 0.00579737 0.00495795
threshold=-0.011044999999999999 -0.08269 -0.0081349999999999981 0.10153000000000002 -0.081055000000000002 -0.082284999999999983 -0.50749999999999995 -0.0087549999999999989 -0.014289999999999999 -0.093784999999999993 -0.091729999999999992 -0.088174999999999989 -0.041669999999999992 -0.017315000000000001 -0.08176499999999999 -0.081094999999999987 -0.048734999999999994 0.095695000000000016 -0.040439999999999997 -0.081344999999999987 0.083955000000000016 -0.095204999999999998 -0.079604999999999995 -0.090124999999999997 0.11729000000000002
decision_type=2 2 2 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 -2 4 -3 -6 -4 10 9 -9 12 -12 -8 16 -7 -16 17 -1 -18 20 -20 -22 23 -21 -24
right_child=1 3 6 -5 5 14 7 8 -10 -11 11 -13 -14 -15 15 -17 18 -19 19 22 21 -23 24 -25 -26
leaf_value=0.00020882978499150038 0.0016396251158655108 -0.0013389638762134437 -0.00063033238946334173 0.0011451756999979212 -0.0012871014232133595 0.0009089137803592551 -0.00027305050021831989 -0.00028556907548610028 -0.0017232356960601041 0.0015649364385506451 0.0021896796151462112 0.00060351852981851083 0.00091002141017133473 -0.0010275861892791844 -0.00094412320863835047 5.4827139578953263e-05 0.0012001973898065281 -0.0017949068519462904 0.00082313767952561638 0.0015983952249071119 0.00026363641980304837 -0.00086395534543171277 -0.00014636797656983211 7.399476766591251e-05 0.00060515883904733666
leaf_weight=75 53 48 85 60 47 62 203 92 62 66 46 350 83 63 66 1003 53 55 47 55 120 272 504 47 105
leaf_count=75 53 48 85 60 47 62 203 92 62 66 46 350 83 63 66 1003 53 55 47 55 120 272 504 47 105
internal_value=0 0.000141244 0.000322648 -4.82332e-06 -6.17716e-05 -9.03485e-06 0.0002511 0.000335069 -0.000135578 0.000482246 0.000488091 0.000789837 6.74263e-05 -0.00011778 4.33529e-05 -6.08225e-06 -7.41667e-05 -0.000632608 -1.31393e-05 -6.97702e-05 -0.000371378 -0.000516686 0.000115303 0.000904002 -1.54501e-05
internal_weight=0 2326 1040 1286 1226 1178 987 902 220 158 682 396 286 1396 1131 1069 1333 130 1203 1150 439 392 711 102 609
internal_count=3722 2326 1040 1286 1226 1178 987 902 220 158 682 396 286 1396 1131 1069 1333 130 1203 1150 439 392 711 102 609
is_linear=0
shrinkage=0.0995203


Tree=5193
num_leaves=27
num_cat=0
split_feature=9 17 17 5 5 2 17 26 2 2 9 0 0 0 0 3 9 17 0 2 9 4 5 17 0 2
split_gain=0.00574682 0.0048506 0.00689274 0.00746428 0.0199259 0.00881815 0.00629533 0.00863635 0.0105329 0.00854962 0.012157 0.00607194 0.00677393 0.0125525 0.0124901 0.0101921 0.00804213 0.00620455 0.00592966 0.00671005 0.00610153 0.00978638 0.00609597 0.00565619 0.00396083 0.00390935
threshold=0.23438500000000004 0.25342000000000009 0.3137100000000001 0.057175000000000011 -0.041054999999999994 -0.071629999999999985 0.048755000000000014 0.10924500000000002 -0.087444999999999995 -0.083254999999999982 0.08938500000000002 -0.079564999999999983 -0.08317999999999999 -0.084154999999999994 -0.082494999999999999 0.088285000000000016 0.089435000000000028 -0.019465 -0.075179999999999983 -0.084924999999999987 -0.081559999999999994 0.11599000000000002 -0.41397 0.40827500000000011 -0.077945 -0.079555000000000001
decision_type=2 2 2 2 2 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 23 -6 11 8 -8 -10 -11 12 13 17 -14 -15 -16 -1 19 -13 21 -20 -22 -4 -21 -25
right_child=-2 2 3 -5 5 -7 7 -9 9 10 -12 18 14 15 16 -17 -18 -19 20 24 22 -23 -24 25 -26 -27
leaf_value=-9.4458510720664933e-05 0.0011454458999374197 0.0011112646351857942 0.0014434828235454433 0.0012270556478185431 -0.0020829832952428159 -0.00021038316741296321 0.00062215320371364249 0.00048932410843901153 -0.0020130802184271171 -0.00020206041864024603 -0.0019631951088109911 0.00025680262066807839 0.0020326629885056582 -0.0021107645421474114 -3.8739766356889023e-05 -9.2369125275375617e-06 0.0011661401324608047 0.00033984778344699456 -0.0015925563218789215 -0.0017051069395592963 -0.00080537192122112188 0.00016548880295411003 0.00014928567507539652 0.00080960421636543881 -0.00054586766281449232 -0.00018745648294290216
leaf_weight=603 46 90 49 53 53 49 57 90 52 180 50 52 49 46 193 47 76 703 61 56 73 63 704 65 67 95
leaf_count=603 46 90 49 53 53 49 57 90 52 180 50 52 49 46 193 47 76 703 61 56 73 63 704 65 67 95
internal_value=0 2.55107e-05 0.000330149 0.000134767 -4.8747e-05 -0.00119143 -1.71606e-05 -0.000372282 -0.000603442 -0.000854072 -0.000588475 3.70924e-05 0.000153488 5.85913e-05 0.000568398 -0.00105751 0.000298629 0.000138695 -0.000147882 -0.000678317 -4.39474e-05 -0.000692754 5.85409e-05 0.000505008 -0.00108031 0.000212483
internal_weight=0 3676 454 364 311 102 3222 429 339 282 230 2793 1717 1399 318 93 269 1306 1076 175 901 124 777 209 123 160
internal_count=3722 3676 454 364 311 102 3222 429 339 282 230 2793 1717 1399 318 93 269 1306 1076 175 901 124 777 209 123 160
is_linear=0
shrinkage=0.0995203


Tree=5194
num_leaves=16
num_cat=0
split_feature=20 11 4 6 3 3 3 26 4 1 6 6 5 20 5
split_gain=0.00517247 0.00821215 0.0069831 0.00705368 0.00948084 0.00531109 0.00653643 0.00496222 0.00377795 0.00803502 0.00733212 0.00443506 0.0059834 0.0147037 0.00575416
threshold=-0.0058900000000000003 -0.15511999999999998 0.14646500000000004 -0.48214499999999999 -0.02172 0.086015000000000022 0.086965000000000028 0.088685000000000028 0.13744000000000003 0.41291000000000005 -0.14723999999999998 -0.109815 -0.14822499999999997 -0.093704999999999997 -0.070260000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 -5 7 -7 -6 9 10 -1 -12 13 -13 -14
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 11 12 14 -15 -16
leaf_value=-0.0012074766690630236 0.0013458042717736955 0.001231682616910833 -0.0011095847288034762 -0.0012682159308610053 0.0005478240789000494 -0.00075541876272547078 9.2665194309142406e-05 -0.00031969897219060275 -0.00097683718750957659 0.0012010697550912176 0.00066959572697109697 0.00059514109687574721 0.00037833399867724362 -0.0014040798077308446 -0.00015887755723524547
leaf_weight=59 54 56 46 49 422 96 1420 76 48 47 75 56 256 102 860
leaf_count=59 54 56 46 49 422 96 1420 76 48 47 75 56 256 102 860
internal_value=0 0.000132309 0.000101664 0.000128345 9.79976e-05 0.000131644 3.84207e-05 0.000413787 -0.00010666 -7.73906e-05 -0.000120648 -7.25074e-05 -0.000116837 -0.000690314 -3.49127e-05
internal_weight=0 2219 2165 2119 2063 2014 1516 498 1503 1455 1408 1349 1274 158 1116
internal_count=3722 2219 2165 2119 2063 2014 1516 498 1503 1455 1408 1349 1274 158 1116
is_linear=0
shrinkage=0.0995203


Tree=5195
num_leaves=15
num_cat=0
split_feature=4 17 0 17 17 3 2 17 1 6 3 20 20 0
split_gain=0.00494328 0.00409208 0.00955042 0.00498607 0.00637672 0.0106669 0.0147786 0.00475757 0.00854813 0.011904 0.0103849 0.0044422 0.00923926 0.0068284
threshold=0.15834500000000004 0.51362000000000008 -0.078664999999999999 0.42451000000000011 0.25342000000000009 0.09049500000000002 -0.070354999999999987 0.093960000000000016 -0.0084199999999999987 -0.072219999999999993 0.087570000000000023 -0.011044999999999999 -0.017315000000000001 -0.08269
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 -6 -7 11 10 -10 -9 12 -1 -13
right_child=-2 2 -4 -5 5 6 -8 8 9 -11 -12 13 -14 -15
leaf_value=-7.9141106395853506e-05 0.00105762622867939 -7.6470070067631606e-05 0.0015863681843511239 -0.00076925695995503588 0.0015585876928974514 -0.00087706488879517167 0.0010411170502814711 -0.00075029629139991192 -0.00023678829743274519 -0.0022711343429603977 0.001218184013524509 0.00032101515916188247 -0.0014515259361165523 -6.2283899252422824e-05
leaf_weight=1084 46 91 54 82 69 80 79 55 75 47 51 829 51 1029
leaf_count=1084 46 91 54 82 69 80 79 55 75 47 51 829 51 1029
internal_value=0 1.89695e-05 0.000537148 -2.07764e-06 1.59247e-05 0.000524674 7.08455e-05 -1.98332e-05 -0.000458158 -0.00102722 0.00018908 1.32839e-05 -0.000141529 0.000108295
internal_weight=0 3676 145 3531 3449 228 159 3221 228 122 106 2993 1135 1858
internal_count=3722 3676 145 3531 3449 228 159 3221 228 122 106 2993 1135 1858
is_linear=0
shrinkage=0.0995203


Tree=5196
num_leaves=14
num_cat=0
split_feature=17 0 28 27 27 5 17 17 9 5 8 5 1
split_gain=0.011619 0.0199643 0.00349166 0.00320629 0.00656797 0.00376294 0.0104863 0.0194524 0.00765785 0.00559593 0.0118994 0.00752164 0.00316096
threshold=0.51544000000000012 -0.080500000000000002 0.094675000000000023 0.10530500000000002 0.092265000000000028 -0.074569999999999984 -0.036600000000000001 -0.07107999999999999 0.11408000000000003 -0.066919999999999993 -0.069939999999999988 -0.061665000000000005 0.42266000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 -8 10 -7 -11 -6
right_child=1 -3 -4 -5 12 9 8 -9 -10 11 -12 -13 -14
leaf_value=1.1545690634767944e-05 -0.00010048110417237681 0.0024199517857614742 0.00077768951470866949 -0.00062575540763863528 0.00024603878767732892 -0.00022134331494043426 1.4380342682581587e-05 -0.0020491669264085899 -0.0012527273831204415 -0.001150112432387001 0.0016352605830809493 1.8283799459845259e-05 0.0013814010914366035
leaf_weight=103 74 53 53 89 56 72 837 80 50 56 64 2116 46
leaf_count=103 74 53 53 89 56 72 837 80 50 56 64 2116 46
internal_value=0 0.000944908 -2.34783e-05 -3.56051e-05 -2.02769e-05 -4.42639e-05 -0.000198622 -0.000884839 -5.61234e-05 2.69426e-05 0.000646334 -1.14637e-05 0.000766091
internal_weight=0 127 3622 3569 3480 3378 1070 183 887 2308 136 2172 102
internal_count=3749 127 3622 3569 3480 3378 1070 183 887 2308 136 2172 102
is_linear=0
shrinkage=0.0995203


Tree=5197
num_leaves=10
num_cat=0
split_feature=19 30 27 2 5 5 0 18 18
split_gain=0.0284969 0.00386609 0.00369555 0.00935793 0.0024194 0.00456015 0.00718843 0.00496418 0.00405383
threshold=0.14071500000000006 0.12577500000000003 -0.0027049999999999995 -0.021165 0.62720500000000012 0.51100000000000012 -0.054850000000000003 -0.25748499999999996 -0.16233499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -4 -9
right_child=-2 -3 4 -5 -6 6 -8 8 -10
leaf_value=-0.00035306680176948606 0.0024435113118898661 -0.00092936427874490814 0.00097390464166460247 0.0015529670086036553 0.00049277914215239949 5.6861425642718347e-05 -0.0015234613079053701 -0.00078442346956957823 -1.8389638876877646e-05
leaf_weight=51 47 46 49 50 86 61 52 70 3237
leaf_count=51 47 46 49 50 86 61 52 70 3237
internal_value=0 -2.24735e-05 -1.0839e-05 0.000582409 -2.79239e-05 -4.10686e-05 -0.000663123 -1.98795e-05 -3.4852e-05
internal_weight=0 3702 3656 101 3555 3469 113 3356 3307
internal_count=3749 3702 3656 101 3555 3469 113 3356 3307
is_linear=0
shrinkage=0.0995203


Tree=5198
num_leaves=14
num_cat=0
split_feature=17 8 5 5 9 18 18 0 9 9 9 26 5
split_gain=0.00905399 0.0169561 0.00313573 0.00837366 0.00430707 0.00819299 0.00340604 0.00298832 0.00523479 0.0160321 0.00932119 0.00353581 0.00533122
threshold=0.51544000000000012 -0.077889999999999987 0.51659500000000014 0.51100000000000012 0.097365000000000021 -0.1394 -0.25748499999999996 -0.079379999999999992 0.097365000000000021 0.11351500000000002 0.095415000000000014 -0.2382 0.23074000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -4 -1 11 10 -10 -9 -8 -13
right_child=1 -3 4 -5 -6 -7 7 8 9 -11 -12 12 -14
leaf_value=0.00077661098791052699 0.001958418984522307 -0.00033268684482890188 0.0014754408070015886 -0.0012715782361994114 -0.00039001809938246548 -0.00018810002917777366 -0.00077070522651527301 -0.00018425371827564423 0.00086881087510663106 -0.00058806805430186907 -0.0012998730406525766 1.8883686722688435e-05 0.00080595990117731059
leaf_weight=52 65 62 65 54 47 52 53 734 160 140 83 2093 89
leaf_count=52 65 62 65 54 47 52 53 734 160 140 83 2093 89
internal_value=0 0.000833481 -2.13565e-05 -4.1737e-05 0.00040338 0.000729093 -2.19866e-05 -3.46196e-05 -0.000167655 0.000186205 -0.000298593 3.15018e-05 5.13624e-05
internal_weight=0 127 3622 3458 164 117 3404 3352 1117 300 817 2235 2182
internal_count=3749 127 3622 3458 164 117 3404 3352 1117 300 817 2235 2182
is_linear=0
shrinkage=0.0995203


Tree=5199
num_leaves=16
num_cat=0
split_feature=21 3 21 1 18 29 1 23 4 4 4 8 4 4 4
split_gain=0.00496219 0.0170384 0.0172497 0.0100055 0.00927 0.00663714 0.0061177 0.00378535 0.00686118 0.0167197 0.0102728 0.00945154 0.0072622 0.00607002 0.00548805
threshold=-0.042694999999999997 0.10726500000000001 -0.083479999999999985 0.18123500000000006 -0.015069999999999998 -0.11373499999999999 -0.01538 -0.046924999999999994 0.11706000000000001 0.12665500000000005 0.13584500000000002 -0.36115499999999995 0.11284500000000003 0.10876500000000001 0.10606500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -2 -1 -7 12 -10 -11 -12 13 14 -9
right_child=5 2 -4 -5 -6 7 -8 8 9 10 11 -13 -14 -15 -16
leaf_value=-0.00077786045506964474 -0.0011693208078829916 0.00023411054310652795 0.0027304484286811721 -0.0012963985547050523 0.0013048414803598259 -0.0006540452628389493 0.0005131766799578633 -1.9504190344512818e-05 0.0018615795519660429 -0.00091661226518066174 -0.00026037804469258185 0.001428524794473484 -0.0012171722163619278 0.00099764673744072679 -0.0010150664837353526
leaf_weight=80 50 61 51 54 57 89 66 2809 66 72 66 64 51 57 56
leaf_count=80 50 61 51 54 57 89 66 2809 66 72 66 64 51 57 56
internal_value=0 0.000353289 0.00137815 -9.01561e-05 0.000226684 -3.10249e-05 -0.000188634 -1.36875e-05 3.64457e-06 0.000486158 3.27095e-05 0.000564785 -3.95761e-05 -1.87423e-05 -3.92494e-05
internal_weight=0 369 112 257 203 3380 146 3330 3241 268 202 130 2973 2922 2865
internal_count=3749 369 112 257 203 3380 146 3330 3241 268 202 130 2973 2922 2865
is_linear=0
shrinkage=0.0995203


Tree=5200
num_leaves=26
num_cat=0
split_feature=3 17 18 3 3 17 17 0 17 26 18 3 1 17 18 26 17 1 0 8 2 4 4 4 4
split_gain=0.0184688 0.0421888 0.184842 0.00864821 0.0107477 0.00910931 0.0294941 0.0555754 0.0133831 0.00972384 0.00727052 0.00698773 0.00657094 0.00622418 0.0107152 0.00578741 0.00460951 0.0229486 0.0103287 0.0153557 0.00657748 0.00507428 0.00646612 0.00587512 0.00519117
threshold=0.087925000000000017 0.043850000000000007 -0.077844999999999998 0.087445000000000023 0.086895000000000014 -0.011809999999999999 -0.0046399999999999992 -0.086855000000000002 -0.016209999999999999 0.085945000000000021 -0.010694999999999998 0.08400500000000001 -0.0040349999999999995 0.51734000000000024 -0.0058299999999999992 0.087745000000000031 0.23832000000000006 -0.07002499999999999 -0.082794999999999994 -0.074844999999999981 -0.070354999999999987 0.14903500000000006 0.13924500000000004 0.13424500000000003 0.12061000000000001
decision_type=2 2 2 2 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 8 7 -7 12 -8 -5 -4 -1 16 -15 -13 21 -18 20 -20 -19 22 23 24 -2
right_child=13 2 11 10 -6 6 9 -9 -10 -11 -12 15 -14 14 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26
leaf_value=6.6520911668235268e-05 1.6121965601335283e-05 -0.0070776864875097718 -0.00087910909316014419 -0.0019692476723289906 0.0010389141787916075 3.121761350876254e-05 -0.00038352716174184322 -0.0044509738268280795 0.0016782765193657559 0.0010206800591665744 -0.0001782725443263929 0.0011926869042692924 -0.0011589009556514905 -0.0017567523553447923 0.00023471442357384445 -0.00034340928653065888 -0.0010271196171236763 -0.00056934425483519478 0.0025085512400700072 0.0002513151607104868 0.0010440589390197617 0.00096393373464682931 -0.001167292513458587 0.0010788671031307143 -0.00088126833585672713
leaf_weight=369 1930 49 69 46 79 63 143 48 48 74 46 49 49 51 55 47 79 53 71 53 47 54 47 50 66
leaf_count=369 1930 49 69 46 79 63 143 48 48 74 46 49 49 51 55 47 79 53 71 53 47 54 47 50 66
internal_value=0 -0.000445608 -0.0017102 -0.000164321 -6.66057e-05 -0.000177632 -0.000579804 -0.00189965 0.000103685 9.15546e-05 -0.00108266 -0.000111255 -7.51707e-05 3.0281e-05 -0.000715722 0.000432113 6.28912e-05 0.000426337 0.000942594 0.00155037 0.000180769 1.12178e-05 -1.29714e-05 1.31452e-05 -1.31411e-05
internal_weight=0 1179 214 965 873 794 328 111 466 217 92 165 418 2556 106 96 2450 303 224 124 100 2147 2093 2046 1996
internal_count=3735 1179 214 965 873 794 328 111 466 217 92 165 418 2556 106 96 2450 303 224 124 100 2147 2093 2046 1996
is_linear=0
shrinkage=0.0995203


Tree=5201
num_leaves=24
num_cat=0
split_feature=2 17 18 2 26 8 2 8 7 5 5 5 2 26 20 20 6 1 2 21 20 8 2
split_gain=0.012033 0.0473492 0.138379 0.0116923 0.0204732 0.0204281 0.0128208 0.0109439 0.00656807 0.00618222 0.0210456 0.00832522 0.00601002 0.00513778 0.00446319 0.0138823 0.0142563 0.00690763 0.00543958 0.00375882 0.00405909 0.0124818 0.0057364
threshold=-0.081604999999999997 0.052150000000000009 -0.020999999999999998 -0.082594999999999988 0.085855000000000029 -0.083135000000000001 -0.082904999999999993 -0.08569499999999998 -0.074779999999999999 -0.0063549999999999995 -0.0086449999999999982 -0.0044999999999999997 -0.084924999999999987 0.084735000000000019 -0.084949999999999984 -0.091229999999999992 -0.049005 -0.047889999999999995 0.42136500000000005 -0.079279999999999989 -0.075334999999999999 -0.016289999999999999 -0.079739999999999991
decision_type=2 2 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 -6 9 -4 -2 10 13 -11 -13 -1 15 16 -10 -18 19 -16 21 -21 -22
right_child=8 2 7 4 5 -7 -8 -9 14 11 -12 12 -14 -15 18 -17 17 -19 -20 20 22 -23 -24
leaf_value=-0.0004148550827251136 0.00097369411740644383 -0.004951415887671189 0.00103593989407151 -0.0025244286293295932 0.0014265396102741679 -0.0011778493665568341 0.0016552970829153552 -0.00063011907337280745 0.0014576127462321818 0.0014328679054591718 -0.0021613757080969826 0.00020085084485392947 -0.00083537721891442987 0.00021698173705097355 0.00094820746628742963 -0.0019475879507463946 -0.0015296536074578778 -2.6202312476535493e-06 -0.0008511414245672927 0.00011601446319232779 -0.00052734903798976713 0.0018205671404249348 7.5324797286796573e-05
leaf_weight=238 73 81 70 51 49 76 46 88 48 49 53 454 63 273 50 46 46 84 62 265 179 51 1240
leaf_count=238 73 81 70 51 49 76 46 88 48 49 53 454 63 273 50 46 46 84 62 265 179 51 1240
internal_value=0 -0.000315212 -0.00160669 -8.63048e-05 -0.000842966 -0.00015038 2.62409e-05 0.000102827 4.5761e-05 -3.93503e-05 -0.000273143 0.00019217 7.29959e-05 -7.56964e-05 1.26573e-05 -0.000406368 -3.47616e-06 -0.000549253 6.3919e-05 9.61612e-05 7.11347e-05 0.000393707 -1.22709e-07
internal_weight=0 1591 239 1352 176 125 1176 158 2144 1130 564 566 517 511 2071 224 178 130 1847 1785 1735 316 1419
internal_count=3735 1591 239 1352 176 125 1176 158 2144 1130 564 566 517 511 2071 224 178 130 1847 1785 1735 316 1419
is_linear=0
shrinkage=0.0995203


Tree=5202
num_leaves=25
num_cat=0
split_feature=3 18 3 20 20 3 6 17 20 7 17 8 1 1 5 0 8 27 1 1 20 5 3 8
split_gain=0.0147765 0.0411683 0.0137486 0.00844169 0.0154942 0.0180665 0.0114691 0.0133517 0.0107867 0.00627631 0.00779925 0.00483163 0.00539944 0.0177158 0.0113712 0.0201932 0.00444664 0.00426424 0.00483759 0.00691577 0.00373554 0.00548906 0.00385853 0.00127358
threshold=0.085035000000000013 -0.095799999999999982 0.084735000000000019 -0.083495 -0.089224999999999985 0.08777500000000002 -0.070010000000000003 -0.24445500000000001 -0.10177499999999999 -0.074779999999999999 0.51734000000000024 -0.15530999999999998 -0.082344999999999988 -0.077634999999999996 -0.0091849999999999987 -0.087184999999999999 -0.090134999999999993 -0.032854999999999995 -0.50954999999999984 -0.50158499999999984 -0.17097999999999999 -0.019465 0.10997000000000003 -0.069785
decision_type=2 2 2 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 4 6 -6 8 -8 -2 -5 17 -3 14 -14 15 -13 -15 -11 -19 -20 22 -22 -9 -7
right_child=3 2 -4 9 5 23 7 20 -10 10 -12 12 13 16 -16 -17 -18 18 19 -21 21 -23 -24 -25
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leaf_weight=77 57 46 59 55 49 46 51 48 47 60 75 56 46 48 88 76 138 68 52 2297 46 53 51 46
leaf_count=77 57 46 59 55 49 46 51 48 47 60 75 56 46 48 88 76 138 68 52 2297 46 53 51 46
internal_value=0 -0.000534836 -0.000235053 -7.26278e-06 -0.000384709 -0.00126674 -3.00777e-05 -0.000398925 0.000845157 6.39454e-05 4.09432e-05 -6.31577e-05 3.39805e-05 0.000370566 -0.000317243 -0.000903801 -5.76386e-05 7.15245e-05 5.05921e-05 2.62775e-05 -2.48725e-05 -0.00046102 0.000403006 -0.000434057
internal_weight=0 634 557 3101 494 141 353 249 104 2607 2552 498 452 232 220 132 186 2477 2417 2349 198 99 99 92
internal_count=3735 634 557 3101 494 141 353 249 104 2607 2552 498 452 232 220 132 186 2477 2417 2349 198 99 99 92
is_linear=0
shrinkage=0.0995203


Tree=5203
num_leaves=25
num_cat=0
split_feature=2 17 18 2 2 18 2 2 18 1 9 7 8 2 2 18 2 2 18 17 17 1 9 2
split_gain=0.00880506 0.0369956 0.116243 0.0228893 0.0124414 0.0167124 0.0101691 0.00612154 0.00535163 0.00728161 0.00598205 0.00476344 0.00440508 0.00736723 0.00776472 0.0157792 0.0148949 0.00680964 0.00577773 0.00503941 0.0082922 0.00786028 0.00710497 0.00383525
threshold=-0.082174999999999984 0.052150000000000009 -0.013734999999999999 -0.082594999999999988 -0.086254999999999984 0.0036600000000000005 -0.082904999999999993 -0.08342999999999999 -0.090899999999999995 -0.09225499999999999 0.084795000000000023 -0.074779999999999999 -0.08731499999999999 -0.081804999999999989 -0.080744999999999997 -0.014319999999999999 -0.079954999999999984 -0.078784999999999994 -0.0010249999999999999 0.22924500000000006 0.0036400000000000009 0.0099250000000000015 0.086965000000000028 -0.067815
decision_type=2 2 2 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 -4 7 8 9 -1 -10 -2 18 -14 15 -15 -16 -18 23 20 21 -20 -22 -13
right_child=11 2 4 -5 -6 -7 -8 -9 10 -11 -12 12 13 14 16 -17 17 -19 19 -21 22 -23 -24 -25
leaf_value=-0.00014535334957117187 0.00082697331752963361 -0.0044405448906131972 -0.001664648761121235 -0.0017262064683246775 0.0015987759373968203 0.00091666826705729591 0.0014951723840113762 -0.00099251511101034655 -0.0004447310746826229 0.00086199210854648084 0.00012064498226102697 -0.0015192735692783036 0.0012777350650320261 0.00051224752158410909 0.0014505788070743944 -0.0019103646752279867 -0.00085213654576561779 0.00010064840130479938 0.00039809203858686743 0.00081571065401622777 -0.00024663785744306682 -0.00058852247522668945 -0.0018022863455376575 -0.00029762670252156035
leaf_weight=127 73 82 50 77 46 49 46 60 298 158 487 50 51 50 79 56 79 1226 235 56 73 121 50 56
leaf_count=127 73 82 50 77 46 49 46 60 298 158 487 50 51 50 79 56 79 1226 235 56 73 121 50 56
internal_value=0 -0.0002761 -0.00144528 -6.36327e-05 0.000242952 -0.000378758 4.45302e-05 -1.37981e-05 4.03182e-05 0.000410233 -9.2939e-05 3.60484e-05 9.21242e-06 0.00010077 5.99354e-05 -0.0007599 0.000123318 4.23429e-05 -0.000209621 -7.49509e-05 -0.000180787 6.04544e-05 -0.000885671 -0.000881599
internal_weight=0 1480 227 1253 145 99 1176 1130 1070 285 785 2255 2182 1541 1490 106 1384 1305 641 535 479 356 123 106
internal_count=3735 1480 227 1253 145 99 1176 1130 1070 285 785 2255 2182 1541 1490 106 1384 1305 641 535 479 356 123 106
is_linear=0
shrinkage=0.0995203


Tree=5204
num_leaves=27
num_cat=0
split_feature=3 17 18 18 17 17 17 9 3 17 6 18 1 17 6 18 26 26 9 9 26 3 6 26 26 17
split_gain=0.00635856 0.00878887 0.0303693 0.00651258 0.00511493 0.0100895 0.00902254 0.0122976 0.00546963 0.00796887 0.0073511 0.0194391 0.00494976 0.00863046 0.0084459 0.00867474 0.0164718 0.00472329 0.0229909 0.0233316 0.00933104 0.0284 0.0151426 0.0054368 0.0143428 0.0117627
threshold=0.087625000000000022 0.10932500000000002 -0.010029999999999999 -0.1394 0.16421000000000005 0.26430000000000003 0.093960000000000016 0.08073000000000001 0.09049500000000002 0.4039100000000001 0.11816500000000002 -0.060544999999999995 -0.095674999999999996 -0.14169499999999999 0.088915000000000022 0.088735000000000022 0.08919500000000001 0.12236500000000003 0.11296000000000002 0.085495000000000029 0.093835000000000016 0.09049500000000002 -0.070010000000000003 0.091570000000000026 0.090845000000000023 -0.096019999999999994
decision_type=2 2 2 2 2 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 6 -6 17 -8 -7 -10 11 -11 13 -5 15 16 -14 20 19 -19 23 -22 -23 24 -2 -25
right_child=4 2 -4 12 5 8 7 -9 9 10 -12 -13 14 -15 -16 -17 -18 18 -20 -21 21 22 -24 25 -26 -27
leaf_value=0.001097363432674016 3.7102775208013265e-05 0.0027919967482798176 -0.00021375396806793659 -0.0013870666569976004 0.0014519333374308698 0.0011100857262442631 0 -0.0021820451319833909 -0.00090140904060581845 0.0022754302925647074 -0.0008034819370803572 -2.5073024995638817e-05 3.2081051480929179e-05 0.00023166516333384535 0.0011376165829071068 -0.00085407687236356252 0.0017685577936024095 0 -0.00088001049769928486 0.0029882017077916333 -0.0026585105888109412 -0.0015057706038229932 0.0001373824127658162 -0.00025445695166381597 -0.0017500273053808811 0.0018875256093903981
leaf_weight=68 1334 56 81 58 63 46 57 47 82 47 54 158 562 73 82 88 60 54 74 49 53 69 282 54 46 47
leaf_count=68 1334 56 81 58 63 46 57 47 82 47 54 158 562 73 82 88 60 54 74 49 53 69 282 54 46 47
internal_value=0 0.000260662 0.0010089 0.000156396 -2.17797e-05 0.000283105 -8.54994e-05 -0.000990257 9.07155e-05 -4.43944e-05 0.000223778 0.000498367 8.61855e-05 -0.000478776 0.000180666 6.8992e-05 0.000200903 -3.94696e-05 0.000451332 0.00141578 -8.59898e-05 -0.000510043 -0.000183298 2.91345e-05 -2.18751e-05 0.000734202
internal_weight=0 1128 137 991 2616 450 2166 104 387 341 259 205 923 131 792 710 622 2062 177 103 1885 404 351 1481 1380 101
internal_count=3744 1128 137 991 2616 450 2166 104 387 341 259 205 923 131 792 710 622 2062 177 103 1885 404 351 1481 1380 101
is_linear=0
shrinkage=0.0995203


Tree=5205
num_leaves=17
num_cat=0
split_feature=3 3 6 5 6 6 5 3 6 3 10 10 10 5 5 22
split_gain=0.00516556 0.00800096 0.00638595 0.00886658 0.00945164 0.00754663 0.00660188 0.016213 0.00962236 0.00370421 0.00339147 0.00646829 0.00392667 0.00361955 0.0175971 0.00381945
threshold=0.087625000000000022 0.087385000000000032 0.089090000000000016 0.066275000000000014 0.088315000000000018 0.090710000000000027 -0.0087549999999999989 0.085965000000000028 0.087515000000000023 0.087975000000000012 0.09056500000000002 0.086165000000000019 0.055760000000000011 0.41370500000000004 0.5124350000000002 0.11884500000000002
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 -4 8 -8 -1 -2 11 12 13 15 -15 -11
right_child=9 -3 5 -5 -6 -7 7 -9 -10 10 -12 -13 -14 14 -16 -17
leaf_value=0.00010902571679908646 -0.00066592397435524201 0.0013265403458447231 0.0017207546333077484 0.0010183034578560299 -0.0013127157583807758 0.00020667671938937873 5.5149940168211766e-05 -0.0020472324734580943 0.001583330256394116 5.0748078225735239e-05 0.000741286274430813 -0.0010455634578796196 0.00078447236527616547 -0.0019144709143543671 0.00016253635956963179 -0.00068613511054714256
leaf_weight=531 85 63 54 89 53 86 157 47 48 2078 60 59 63 56 143 72
leaf_count=531 85 63 54 89 53 86 157 47 48 2078 60 59 63 56 143 72
internal_value=0 0.000234865 0.000169518 7.37349e-05 -2.58441e-05 0.000796526 6.02168e-05 -0.00042521 0.000232662 -1.96824e-05 1.69724e-06 -1.59299e-05 8.91658e-06 -1.15353e-05 -0.000417835 2.56903e-05
internal_weight=0 1128 1065 925 836 140 783 204 579 2616 2531 2471 2412 2349 199 2150
internal_count=3744 1128 1065 925 836 140 783 204 579 2616 2531 2471 2412 2349 199 2150
is_linear=0
shrinkage=0.0995203


Tree=5206
num_leaves=23
num_cat=0
split_feature=29 17 17 18 18 6 6 26 17 9 8 17 9 17 26 6 5 17 6 5 18 6
split_gain=0.0041696 0.00391012 0.00838783 0.0087527 0.00856651 0.00459581 0.00926944 0.0038798 0.0110624 0.0158302 0.0321023 0.0154934 0.00742793 0.0073273 0.00692104 0.00656897 0.00490839 0.0112252 0.00819077 0.0269559 0.00543206 0.00519914
threshold=-0.11373499999999999 0.10932500000000002 0.12088500000000003 -0.084629999999999997 -0.071844999999999992 0.11884000000000002 0.10681500000000003 0.095385000000000011 -0.036600000000000001 0.11408000000000003 -0.063559999999999992 -0.049834999999999997 0.097200000000000022 -0.35269999999999996 0.094305000000000014 0.086420000000000011 -0.09583499999999999 -0.0017249999999999998 -0.095814999999999997 -0.043449999999999996 0.089020000000000016 -0.045589999999999999
decision_type=2 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 -5 6 -6 14 11 10 15 12 -9 -14 16 -10 17 -2 19 -18 -20 -19
right_child=1 2 3 4 5 -7 -8 8 9 -11 -12 -13 13 -15 -16 -17 18 21 20 -21 -22 -23
leaf_value=-0.00082410885215479751 -0.0013633039872626002 0.0015118926254618593 0.0014700175589982627 -0.0011219041737050039 0.00024764159554277438 0.0010932710998446361 -0.0012270423561061322 0.00034801571674640547 0.00071216776332268348 -0.0011491905207607826 0.0027109260182533487 -0.0022828459574172275 -0.0016248201591822949 0 0.0011754301520195084 -0.00046028136557205266 0.0028066605914978948 -0.00022653588574627717 0.00013160802690031896 3.0292818298463655e-05 -0.00033922510745987446 0.00059648586788465206
leaf_weight=53 74 51 48 54 408 51 47 90 74 71 53 50 59 53 55 131 47 326 1424 134 292 99
leaf_count=53 74 51 48 54 408 51 47 90 74 71 53 50 59 53 55 131 47 326 1424 134 292 99
internal_value=0 6.40158e-05 0.000283804 0.000179443 6.73609e-05 0.000195896 9.35123e-05 1.59752e-05 -0.000214901 0.000163135 0.000527453 -0.000711696 -0.000318745 -0.000861844 7.10374e-05 -3.30625e-05 4.53445e-05 -0.00023183 0.000118686 0.000755751 5.10125e-05 -3.2894e-05
internal_weight=0 3691 659 608 560 506 455 3032 581 329 258 252 202 112 2451 205 2396 499 1897 181 1716 425
internal_count=3744 3691 659 608 560 506 455 3032 581 329 258 252 202 112 2451 205 2396 499 1897 181 1716 425
is_linear=0
shrinkage=0.0995203


Tree=5207
num_leaves=30
num_cat=0
split_feature=3 3 18 26 17 0 3 26 0 26 17 9 20 3 3 3 4 26 3 26 26 0 3 3 3 20 17 3 3
split_gain=0.00392291 0.00635982 0.00601225 0.00719243 0.00545179 0.00845711 0.00506289 0.00492395 0.00873575 0.00630498 0.0038664 0.00697623 0.0037911 0.0123554 0.0109895 0.0105574 0.00950242 0.00621497 0.0217152 0.0161439 0.0203273 0.0159215 0.0139881 0.0108054 0.00955133 0.00839872 0.00366859 0.00210419 0.00109069
threshold=0.087625000000000022 0.087385000000000032 0.088735000000000022 0.089795000000000028 0.056905000000000011 -0.085794999999999996 0.084855000000000028 0.089365000000000014 0.042275000000000014 0.087525000000000019 0.51362000000000008 0.093335000000000015 -0.083495 0.088805000000000023 0.097595000000000029 0.11492500000000001 0.09939000000000002 0.08919500000000001 0.088685000000000028 0.09032500000000003 0.090845000000000023 -0.084369999999999987 0.090835000000000013 0.089605000000000018 0.090995000000000006 -0.0073549999999999996 -0.0090649999999999984 0.13775000000000004 0.089605000000000018
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -4 8 9 -1 12 -12 13 -2 26 16 -16 18 21 28 -21 -14 23 -20 -22 -24 -15 -17 -19
right_child=10 -3 3 -5 5 -7 -8 -9 -10 -11 11 -13 17 14 15 27 -18 19 22 20 24 -23 25 -25 -26 -27 -28 -29 -30
leaf_value=8.7280433563806796e-05 -0.0017950703898104909 0.0011747345770030896 -0.00071239991518693324 -0.0014514977093120309 0.001610226316235719 -8.5345144626343525e-05 0.00061899930587436334 0.0008546714468999979 0.0013697256453040084 -0.00081361957721478011 -0.00012213737349962757 0.0013226033769482982 0.00045268935703305778 0.0010856404888768729 -0.0017891341339208676 0.00074476904573864242 -7.3509149777068471e-07 -0.0010332478755442117 -6.0947437872442743e-05 0.0019699017552815461 -0.00089186994895966421 0.0029153695857469255 0.00061640367529652645 -0.0017377192291524646 -5.5726680183459425e-06 -4.8770844649169213e-05 -1.1368040896500239e-05 -0.00019207264222737572 -0.0017802394356860739
leaf_weight=564 50 63 52 47 67 50 62 87 47 89 75 58 62 73 80 46 48 47 83 47 145 46 290 72 722 529 49 47 47
leaf_count=564 50 63 52 47 67 50 62 87 47 89 75 58 62 73 80 46 48 47 83 47 145 46 290 72 722 529 49 47 47
internal_value=0 0.000201334 0.000142984 -0.000415449 0.000243345 0.000878627 4.51342e-06 0.000147861 5.88445e-05 -3.42533e-05 -2.04785e-05 0.000501745 -4.87807e-05 -0.000332392 -0.000116787 -0.000537343 -0.00112488 4.15741e-06 0.000170183 -0.000173245 -4.45943e-05 0.00150919 2.08695e-05 -0.000845117 -0.000154744 0.000185762 0.000638329 0.000262509 -0.00141545
internal_weight=0 1128 1065 161 904 117 114 787 700 653 2616 133 2483 393 343 221 128 2090 1082 1008 914 108 974 155 867 819 122 93 94
internal_count=3744 1128 1065 161 904 117 114 787 700 653 2616 133 2483 393 343 221 128 2090 1082 1008 914 108 974 155 867 819 122 93 94
is_linear=0
shrinkage=0.0995203


Tree=5208
num_leaves=24
num_cat=0
split_feature=26 26 3 26 3 26 21 2 20 3 20 26 3 7 5 20 20 9 3 3 9 4 26
split_gain=0.00499037 0.00755674 0.00602657 0.0281883 0.00932325 0.00507498 0.00434507 0.00654743 0.00790081 0.0130754 0.00728442 0.00499156 0.0110204 0.00436639 0.00402783 0.0085607 0.0133097 0.00907517 0.00507123 0.00723995 0.00776449 0.00397402 0.00160849
threshold=0.089795000000000028 0.089485000000000023 0.087975000000000012 0.092825000000000032 0.08888500000000002 0.089075000000000029 0.089350000000000027 -0.095204999999999998 0.0074100000000000017 0.10850000000000003 -0.097019999999999995 -0.236315 0.15108000000000005 0.082845000000000016 0.070325000000000013 -0.077299999999999994 -0.064180000000000001 0.08895500000000002 0.098000000000000018 0.11896500000000003 0.095055000000000014 0.090010000000000021 0.10519000000000002
decision_type=2 2 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 -4 6 11 10 9 -9 -8 -1 13 -13 15 -6 -17 -18 -16 20 -20 -10 -5
right_child=2 -3 4 22 14 -7 7 8 21 -11 -12 12 -14 -15 18 16 17 -19 19 -21 -22 -23 -24
leaf_value=0.0011376505645601708 -0.002262256616716743 0.0012707585435543635 0.0011388097603752957 0.00072460365404904874 -0.0013741745068026137 -0.00097996693682469429 -0.00028583014535532152 -0.00011865242593345723 0.0010896548001153861 -0.0012855948641966003 0.001402252160620726 0.00017382247954553448 -0.0013018183529896158 -0.0006620562210819229 0.00086591097391227484 0.0012333926424471073 0.00082566431160526897 -0.00046023335122969187 -0.0015782988819400107 0.0005907155215566025 0.00011129059106173221 -2.0425656777490204e-05 -6.8210475488812643e-05
leaf_weight=47 71 49 56 51 67 49 49 278 46 146 51 1617 54 64 72 59 60 543 49 81 58 100 47
leaf_count=47 71 49 56 51 67 49 49 278 46 146 51 1617 54 64 72 59 60 543 49 81 58 100 47
internal_value=0 4.64989e-05 -0.000198515 -0.000750718 -0.000108427 2.21857e-05 4.25462e-05 -0.000173 -0.000304244 -0.000522408 0.000566906 0.000124047 9.61175e-05 0.000141511 -0.000179877 -0.000300203 -0.000190271 -0.000330926 0.000154348 -0.000113812 -0.000654796 0.000323719 0.000336023
internal_weight=0 2550 1214 169 1045 2501 2452 670 570 424 100 1782 1735 1681 989 729 662 603 260 188 107 146 98
internal_count=3764 2550 1214 169 1045 2501 2452 670 570 424 100 1782 1735 1681 989 729 662 603 260 188 107 146 98
is_linear=0
shrinkage=0.0995203


Tree=5209
num_leaves=28
num_cat=0
split_feature=18 18 2 2 5 1 2 9 9 8 9 21 18 2 0 18 1 9 5 18 18 9 9 18 8 1 8
split_gain=0.00491381 0.00533139 0.00711139 0.0188315 0.0119636 0.0115047 0.00795935 0.00643727 0.00802727 0.0180561 0.0115155 0.00713126 0.010207 0.00627935 0.00419964 0.00745207 0.0129082 0.0140597 0.00599083 0.00380523 0.0191259 0.00760442 0.0075387 0.00734656 0.00632881 0.00902782 0.00525772
threshold=-0.074709999999999985 -0.080424999999999996 -0.076254999999999989 -0.069815000000000002 -0.0044999999999999997 -0.018369999999999997 -0.078994999999999996 0.08597500000000001 0.088825000000000029 -0.079585000000000003 0.09032500000000003 -0.015149999999999999 -0.088579999999999992 0.097285000000000024 0.12433000000000002 -0.044484999999999997 -0.07002499999999999 0.094375000000000028 0.15990000000000004 0.092545000000000016 0.094215000000000021 0.11640000000000002 0.10892000000000003 0.089505000000000015 -0.065539999999999987 -0.049499999999999995 -0.070649999999999991
decision_type=2 2 2 2 2 2 2 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 7 11 9 -9 -10 -1 -13 -6 15 16 -2 -18 -16 21 -21 22 23 -17 26 -26 -22
right_child=14 -3 3 4 5 -7 -8 8 10 -11 -12 12 -14 -15 18 19 17 -19 -20 20 24 -23 -24 -25 25 -27 -28
leaf_value=-0.00042563153847126724 -0.0017667787407968771 0.0010614510664690901 -0.0017911027353956863 0.0013945170480426955 0.00086253812811916278 -0.0014182686300481849 0.0013320825901512012 0.00015724557294433049 0.0015748772880919235 -0.0021191969575668568 -9.7180098085346067e-05 0.00035099813877409588 0.0018933473575951242 -0.00044377086073223398 -0.0001436795643126302 -6.4408970707226077e-05 -0.0011243532254767495 0.001058573872221255 0.0013661891337376668 -0.0021755409866468125 -3.7687289630646499e-05 0.00095232295800966522 -0.001276267853022721 0.00083358794383163058 -0.0012806159627282078 2.8243424429869609e-06 0.001002952950477016
leaf_weight=57 73 60 66 55 74 60 64 94 52 54 186 141 62 71 58 1496 61 56 46 49 332 79 48 96 96 122 56
leaf_count=57 73 60 66 55 74 60 64 94 52 54 186 141 62 71 58 1496 61 56 46 49 332 79 48 96 96 122 56
internal_value=0 0.000148037 9.43463e-05 -0.000289234 8.88608e-05 -0.000257444 0.000271622 0.000165294 -9.07223e-05 -0.000667817 0.000264704 0.000548528 0.000826093 0.000217252 -0.000102132 -0.000127535 -0.000727791 -7.25366e-05 0.000516276 -7.91498e-05 -0.000283272 -8.95912e-07 -4.73124e-05 -9.74417e-06 -0.000128915 -0.000558605 0.000110398
internal_weight=0 1096 1036 326 260 205 710 646 386 148 238 260 203 145 2668 2564 190 117 104 2374 655 1719 1640 1592 606 218 388
internal_count=3764 1096 1036 326 260 205 710 646 386 148 238 260 203 145 2668 2564 190 117 104 2374 655 1719 1640 1592 606 218 388
is_linear=0
shrinkage=0.0995203


Tree=5210
num_leaves=25
num_cat=0
split_feature=18 17 1 6 6 1 8 9 8 0 9 9 20 6 0 17 17 4 4 1 8 24 17 18
split_gain=0.00398857 0.00728143 0.0179498 0.0050805 0.0125345 0.0104737 0.00930788 0.0194184 0.0129442 0.00701288 0.0057018 0.00768864 0.00468379 0.00449234 0.00415875 0.00406705 0.00831025 0.00418251 0.0078184 0.00499232 0.00427254 0.00399696 0.00358984 0.00135301
threshold=-0.074709999999999985 0.11180000000000002 -0.052259999999999994 0.088845000000000021 0.089985000000000023 -0.052259999999999994 -0.052214999999999998 0.095415000000000014 -0.068549999999999986 -0.083885000000000001 0.11640000000000002 0.10892000000000003 -0.24350999999999998 0.088055000000000022 -0.086254999999999984 -0.56005499999999986 -0.54604999999999992 0.084755000000000025 0.10098000000000003 -0.10241499999999999 -0.086304999999999993 -0.070455000000000004 -0.56005499999999986 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
left_child=1 15 -3 10 23 6 8 -8 9 -6 11 13 -7 21 -12 -1 -17 19 -19 -18 -21 -2 -23 -5
right_child=3 2 -4 4 5 12 7 -9 -10 -11 14 -13 -14 -15 -16 16 17 18 -20 20 -22 22 -24 -25
leaf_value=0.00092462334000780453 -0.00093611115130093879 -0.00046200213725218064 0.0021602939426173121 -0.00098092432036602168 -0.00079504205459300149 -0.00014194643185180307 0.0022909046351563987 -0.00051550006714010924 -0.0014618999368204426 0.0003068286025940938 6.796573075588025e-05 -0.0011739545047343408 -0.0014060169360574394 0.00079606598252709038 0.0014113104279167808 -0.001272163190991869 0.0011218173795824434 -0.00099738627615749255 0.00044874703155539002 0.00078275581515775911 7.9208125288013086e-06 -0.00078372505666457536 1.2912793272095259e-05 -0.0018068650875372491
leaf_weight=50 48 48 55 46 72 47 50 47 64 276 47 58 83 66 47 48 51 90 62 80 612 58 1613 46
leaf_count=50 48 48 55 46 72 47 50 47 64 276 47 58 83 66 47 48 51 90 62 80 612 58 1613 46
internal_value=0 0.000133379 0.000930306 -9.19987e-05 -0.000315577 -0.000157764 4.43213e-05 0.000922661 -0.000160485 7.65029e-05 -7.20024e-06 -4.61802e-05 -0.000955304 -9.07682e-06 0.000748347 4.98921e-05 2.64373e-06 7.1928e-05 -0.00040213 0.000170011 9.86801e-05 -4.0466e-05 -1.42484e-05 -0.00140279
internal_weight=0 1096 103 2668 731 639 509 97 412 348 1937 1843 130 1785 94 993 943 895 152 743 692 1719 1671 92
internal_count=3764 1096 103 2668 731 639 509 97 412 348 1937 1843 130 1785 94 993 943 895 152 743 692 1719 1671 92
is_linear=0
shrinkage=0.0995203


Tree=5211
num_leaves=28
num_cat=0
split_feature=26 18 18 26 26 9 17 0 9 9 18 3 9 17 3 18 18 18 9 3 3 4 6 26 0 0 5
split_gain=0.0034239 0.00545704 0.0051069 0.0153037 0.00664285 0.037227 0.0343935 0.0180145 0.00536378 0.0177794 0.0132555 0.00759182 0.00810099 0.00709098 0.00721992 0.00390316 0.0144749 0.0135182 0.0159422 0.00814166 0.00725523 0.0062553 0.00476243 0.00476413 0.0127627 0.00406458 0.00158005
threshold=0.089625000000000024 0.18126000000000006 -0.11166 0.097125000000000031 0.091570000000000026 0.09055500000000001 0.0047200000000000011 -0.081909999999999997 0.09055500000000001 0.091690000000000021 -1.0000000180025095e-35 0.090595000000000023 0.094085000000000016 -0.0069749999999999994 0.10174000000000002 -0.040349999999999997 -0.077844999999999998 -0.019539999999999998 0.084055000000000032 0.11308000000000003 0.10669500000000003 0.084755000000000025 0.095355000000000023 0.087625000000000022 -0.084834999999999994 -0.085054999999999992 0.51390500000000017
decision_type=2 2 2 2 2 2 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 3 -2 5 6 7 -4 10 -10 -6 -11 -13 -12 -15 16 19 18 -17 20 21 -1 23 25 -25 -19 -21
right_child=2 -3 4 -5 8 -7 -8 -9 9 11 13 12 -14 14 -16 17 -18 22 -20 26 -22 -23 -24 24 -26 -27 -28
leaf_value=0.00029030139736730147 0.0014049243077744415 -0.00085660358047187765 0.00062733878723013423 -0.00067342018686701176 0.0013476745309333978 0.0011596180840019157 -0.0038483760334340634 -0.0020343791131522864 -0.002083266002872479 0.0011168834922452996 -0.0010088386501877684 -0.00092712224074938761 -3.8814180450126114e-06 0.0011706943143760277 -0.00055880699897966311 0.00014391935858389283 0.0014952346947421573 -0.00010361224829961147 -0.0023316249433770584 -0.00033950388936797977 0.0014049117588196807 -0.00047824524773753234 -0.00067244258969681653 0.0013155611688519195 -0.0004086496571303745 0.00027873595799975988 -0.0011875143965717153
leaf_weight=517 73 65 55 67 79 70 47 46 49 46 67 122 420 49 46 49 82 816 53 48 48 131 85 100 73 415 46
leaf_count=517 73 65 55 67 79 70 47 46 49 46 67 122 420 49 46 49 82 816 53 48 48 131 85 100 73 415 46
internal_value=0 4.25611e-05 -0.000159439 0.000404441 -0.000232214 -0.000724586 -0.00162129 -0.000576824 -0.00010903 -0.000261007 0.000289271 -0.000107759 -0.000213206 -0.00022181 0.000324635 6.6623e-05 0.000235941 -2.56626e-05 -0.00113437 0.000104193 0.000222517 0.000133668 4.97365e-05 9.40413e-05 0.000583272 2.46216e-05 -0.000763197
internal_weight=0 2528 1236 140 1096 218 148 101 878 637 241 588 542 162 95 2463 872 1591 102 790 696 648 1489 1404 173 1231 94
internal_count=3764 2528 1236 140 1096 218 148 101 878 637 241 588 542 162 95 2463 872 1591 102 790 696 648 1489 1404 173 1231 94
is_linear=0
shrinkage=0.0995203


Tree=5212
num_leaves=16
num_cat=0
split_feature=23 9 0 18 18 0 1 11 9 18 18 18 5 3 5
split_gain=0.0152586 0.00636088 0.00634648 0.011742 0.0197929 0.00689888 0.00751702 0.00604044 0.0101622 0.00575864 0.00527 0.00506361 0.00804962 0.0111663 0.0039916
threshold=-0.067739999999999995 -0.37999999999999995 -0.051394999999999996 -0.098315 -0.10726999999999999 -0.068604999999999985 -0.01538 -0.08577499999999999 -0.076039999999999983 0.13699000000000003 0.027500000000000007 -0.094939999999999997 0.060575000000000011 0.09940000000000003 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 5 6 -3 -4 -9 10 -10 -5 14 -14 -13
right_child=1 2 7 11 -6 -7 -8 8 9 -11 -12 12 13 -15 -16
leaf_value=-0.001727986364636689 -0.0010831134549996993 -0.0004367707157028446 -0.0006714705862538099 0.00099100705633191235 -0.0024108290435469119 -0.0011164319906006893 0.00078392352155677364 0.0017096817155321208 0.00029704637360885189 0.001219941284743767 -0.00069319631735947896 2.0696139838135805e-05 -0.00094938616243973135 0.00051626495707530519 0.00053400626301814379
leaf_weight=52 54 139 54 52 51 73 78 55 309 55 64 2280 182 71 161
leaf_count=52 54 139 54 52 51 73 78 55 309 55 64 2280 182 71 161
internal_value=0 -1.08793e-05 4.87181e-06 -4.98279e-05 -0.000600691 -0.000279533 0 0.000320843 0.00043348 0.000267569 0.000124944 1.82806e-05 -1.91306e-07 -0.000534841 5.48877e-05
internal_weight=0 3678 3624 3087 341 290 217 537 483 428 373 2746 2694 253 2441
internal_count=3730 3678 3624 3087 341 290 217 537 483 428 373 2746 2694 253 2441
is_linear=0
shrinkage=0.0995203


Tree=5213
num_leaves=16
num_cat=0
split_feature=24 19 18 0 0 21 0 17 26 9 17 26 9 26 9
split_gain=0.0118357 0.00425492 0.00378122 0.0195792 0.00701953 0.00699944 0.0134572 0.00535872 0.00367463 0.0050826 0.00776658 0.00796395 0.00471137 0.00623783 0.00399074
threshold=-0.071224999999999997 0.14071500000000006 -0.098315 -0.10287 0.047575000000000013 0.10702000000000002 -0.080974999999999991 -0.45791500000000002 -0.23202999999999999 0.11408000000000003 0.021725000000000005 0.11575500000000001 0.10407500000000001 0.10924500000000002 0.098465000000000011
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 -5 -7 -4 12 11 -11 14 -14 -10
right_child=1 -3 8 4 -6 7 -8 -9 9 10 -12 -13 13 -15 -16
leaf_value=-0.0016181390191406847 -0.0019651775971796649 0.00092891956359387995 -0.00066686814599047051 0.00048765444603007834 0.0007819157982846324 0.00072555965007099668 -0.0013089220378687499 -0.00037807456396149111 4.9810564915718441e-06 -0.00063306005375838898 0.0016370269388114372 0.00098821064642693043 2.0721456794501916e-05 -0.0014882931254749892 0.00066501367007198921
leaf_weight=46 60 47 76 63 82 93 117 81 2695 63 48 57 60 48 94
leaf_count=46 60 47 76 63 82 93 117 81 2695 63 48 57 60 48 94
internal_value=0 -1.1495e-05 -2.38728e-05 -0.000279322 -4.54456e-05 -0.000239407 -0.000675572 0.000207094 1.62049e-05 3.34096e-05 0.000565611 0.000130222 2.26408e-06 -0.000642372 2.75202e-05
internal_weight=0 3684 3637 496 436 354 180 174 3141 3065 168 120 2897 108 2789
internal_count=3730 3684 3637 496 436 354 180 174 3141 3065 168 120 2897 108 2789
is_linear=0
shrinkage=0.0995203


Tree=5214
num_leaves=23
num_cat=0
split_feature=23 0 18 18 8 18 6 8 8 6 8 17 1 0 0 20 17 17 19 0 17 17
split_gain=0.0108571 0.00348759 0.00798117 0.0155338 0.00751266 0.00635002 0.00847973 0.00741005 0.0105207 0.0200807 0.00758387 0.0120958 0.0074085 0.00734788 0.00579321 0.00651399 0.00683568 0.00549348 0.00503053 0.00358894 0.00562626 0.00395981
threshold=-0.067739999999999995 -0.051394999999999996 -0.098315 -0.10726999999999999 -0.396895 -0.090899999999999995 0.084985000000000019 -0.081415000000000001 -0.076924999999999993 0.089810000000000015 -0.082419999999999993 -0.0038549999999999999 -0.081224999999999992 -0.075179999999999983 -0.068604999999999985 -0.076909999999999992 -0.40451500000000001 0.057560000000000014 0.018075000000000004 0.076335000000000014 -0.54752499999999993 -0.11045499999999998
decision_type=2 2 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 -3 6 -4 10 9 -9 13 -12 -10 -7 15 -2 -17 18 19 21 -21 -6
right_child=1 4 5 -5 17 7 -8 8 12 -11 11 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23
leaf_value=-0.0014563820654218266 0.00075229126549592438 -0.00084048736804364353 0.0012670695877812696 -0.0021074799059731977 -1.7831650710065623e-05 -3.7923210931299063e-06 -0.00013201178503518651 5.1140074488979595e-05 0.00068557962086933334 -0.0017623341697797516 -9.9486854550416719e-05 0.002054277724217611 -0.00016951967050645353 0.0009685098836172217 -0.00098635300732441899 -0.0010195714732835356 0.00038624736375683644 0.0012760116388452678 0.0010678090771299362 0.00037251937219364713 -0.0009066406179534935 0.00076852348127002179
leaf_weight=52 80 59 89 51 147 1232 81 127 114 114 52 50 828 82 73 75 62 56 61 62 74 109
leaf_count=52 80 59 89 51 147 1232 81 127 114 114 52 50 828 82 73 75 62 56 61 62 74 109
internal_value=0 -7.91244e-06 -4.95426e-05 -0.000503879 0.000218586 6.11285e-06 0.000595633 -3.21326e-05 -0.000216229 -0.000803289 0.000121093 0.000948255 -6.51673e-05 5.62611e-05 -0.000219043 3.53124e-05 -0.000377386 0.000342955 0.000225804 9.26887e-05 -0.000317475 0.000313786
internal_weight=0 3678 3110 341 568 2769 170 2599 1183 241 1416 102 942 1314 290 217 137 509 453 392 136 256
internal_count=3730 3678 3110 341 568 2769 170 2599 1183 241 1416 102 942 1314 290 217 137 509 453 392 136 256
is_linear=0
shrinkage=0.0995203


Tree=5215
num_leaves=12
num_cat=0
split_feature=4 0 9 4 4 6 0 4 0 0 26
split_gain=0.0127602 0.00549331 0.00475618 0.00481111 0.00514348 0.0048563 0.00598429 0.00523443 0.00445935 0.00538399 0.00616193
threshold=0.15730000000000002 0.16362500000000005 0.11408000000000003 0.14154500000000006 0.13662500000000002 0.10165000000000003 -0.064494999999999983 0.12028000000000003 -0.095339999999999994 -0.067345000000000002 0.11746500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 -4 -10 -11
right_child=-2 -3 8 -5 -6 6 -8 -9 9 10 -12
leaf_value=2.0164144902002003e-05 -0.0016549950825729182 0.0010312538103011597 0.0013054208729520176 -0.00088334718532184049 0.00093176291156943315 -0.00059120972807866158 0.00059478853772139905 -0.00065345166241701468 -0.00051336861448104531 0.0012999903979892024 -0.0002178382883060896
leaf_weight=2849 47 50 46 67 54 278 49 119 65 60 46
leaf_count=2849 47 50 46 67 54 278 49 119 65 60 46
internal_value=0 -4.48941e-06 -1.89694e-05 -4.7885e-05 -3.09263e-05 -4.69518e-05 -0.000410988 -6.56823e-06 0.000432446 0.000192823 0.000633587
internal_weight=0 3683 3633 3416 3349 3295 327 2968 217 171 106
internal_count=3730 3683 3633 3416 3349 3295 327 2968 217 171 106
is_linear=0
shrinkage=0.0995203


Tree=5216
num_leaves=13
num_cat=0
split_feature=4 7 4 2 3 4 4 4 26 20 4 0
split_gain=0.030044 0.00463525 0.00410854 0.00308258 0.00862432 0.00940161 0.00718495 0.00364495 0.00584169 0.00377946 0.0053668 0.00413375
threshold=0.15834500000000004 -0.15142999999999998 0.14154500000000006 0.12185000000000003 0.11693000000000002 0.11860000000000002 0.10925500000000002 0.12205500000000002 -0.054024999999999997 -0.0058900000000000003 0.10845500000000002 -0.16969499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 6 -6 -5 9 -9 10 -3 -11
right_child=-2 2 -4 4 5 -7 -8 8 -10 11 -12 -13
leaf_value=-0.00087165956823442143 0.0026110198666663585 -1.2697770754282301e-05 -0.00068350167030739064 0.00030517004403430762 -0.0011431664377130571 0.0006162925280168458 0.0020511796859895731 0.00010304225026381155 -0.001304144555630605 0.0010714900818540429 -0.0010961606631900288 0.00014226399680804537
leaf_weight=53 46 1293 71 50 51 73 46 68 50 49 47 1844
leaf_count=53 46 1293 71 50 51 73 46 68 50 49 47 1844
internal_value=0 5.12734e-05 6.49291e-05 8.00389e-05 0.000441451 -0.000100754 0.00115033 5.60671e-05 -0.000486286 7.61155e-05 -5.13108e-05 0.000166749
internal_weight=0 3695 3642 3571 220 124 96 3351 118 3233 1340 1893
internal_count=3741 3695 3642 3571 220 124 96 3351 118 3233 1340 1893
is_linear=0
shrinkage=0.0995203


Tree=5217
num_leaves=17
num_cat=0
split_feature=4 5 29 10 9 8 1 1 1 0 1 21 4 4 7 4
split_gain=0.0243608 0.0038544 0.00527845 0.00445021 0.00610538 0.0045045 0.00431523 0.00414448 0.00465473 0.00305527 0.00291859 0.00371112 0.00591328 0.00457448 0.00774187 0.00277381
threshold=0.15834500000000004 -0.11517000000000001 -0.081409999999999996 0.086275000000000018 -0.095314999999999997 -0.409445 -0.50597999999999999 0.066150000000000028 -0.0046399999999999992 -0.096359999999999987 0.18123500000000006 -0.032929999999999994 0.10543500000000001 0.13954000000000003 0.05259500000000001 0.10386500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 15 4 -4 -6 -7 8 -1 -10 -9 12 -12 14 -13 -3
right_child=-2 2 3 -5 5 6 -8 10 9 -11 11 13 -14 -15 -16 -17
leaf_value=0 0.0023511707524019052 -0.00012077714865792692 0.0010287570717641839 0.00085817958355459488 -0.00076456453874821848 -0.00057628023705592944 0.00012365799021866875 0.00049711786594141855 -0.00039379142813071865 -0.0015112025872308895 -2.7509456238940752e-05 -1.8032965303866781e-05 -0.0014706047868372446 -0.0007670687379144189 0.001370732693426135 -0.0011073971860708751
leaf_weight=79 46 68 69 80 61 90 2528 90 47 56 73 251 47 58 47 51
leaf_count=79 46 68 69 80 61 90 2528 90 47 56 73 251 47 58 47 51
internal_value=0 4.61486e-05 9.7528e-05 0.000125086 0.000103446 7.93081e-05 9.92832e-05 -0.000155184 -0.000568474 -0.00100926 -2.08418e-05 -0.000120495 -0.000599544 3.86824e-05 0.000198254 -0.000550494
internal_weight=0 3695 2947 2828 2748 2679 2618 748 182 103 566 476 120 356 298 119
internal_count=3741 3695 2947 2828 2748 2679 2618 748 182 103 566 476 120 356 298 119
is_linear=0
shrinkage=0.0995203


Tree=5218
num_leaves=12
num_cat=0
split_feature=4 7 17 3 21 26 21 4 26 9 2
split_gain=0.0197545 0.00361721 0.00299503 0.00568953 0.00290429 0.00677929 0.00655955 0.00393257 0.00316648 0.00480833 0.00394229
threshold=0.15834500000000004 -0.15142999999999998 -0.55286000000000002 0.10457000000000002 0.087235000000000021 0.15222000000000005 0.085955000000000018 0.13707500000000003 -0.2382 -0.096659999999999982 0.0021050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -4 -6 -10 -11
right_child=-2 2 4 -5 8 -7 -8 -9 9 10 -12
leaf_value=-0.0007738165616681872 0.0021171818309251309 0.0011414507130233663 6.8959127465286551e-05 -0.00011359939759115222 -0.00086516395199188003 0.0012445005419853504 0.0010826336832420349 -0.00065387454518170678 0.0008711307485886634 -2.1184507817462579e-05 -0.00055737527702186479
leaf_weight=53 46 70 2209 71 51 50 62 77 52 837 163
leaf_count=53 46 70 2209 71 51 50 62 77 52 837 163
internal_value=0 4.14368e-05 5.35255e-05 0.000503669 3.51625e-05 9.68096e-05 7.20212e-05 4.42536e-05 -9.81204e-05 -6.01566e-05 -0.000109402
internal_weight=0 3695 3642 141 3501 2398 2348 2286 1103 1052 1000
internal_count=3741 3695 3642 141 3501 2398 2348 2286 1103 1052 1000
is_linear=0
shrinkage=0.0995203


Tree=5219
num_leaves=10
num_cat=0
split_feature=26 23 29 21 9 6 0 3 1
split_gain=0.0127801 0.00404182 0.00336301 0.0028316 0.00649784 0.00359921 0.00471787 0.0138581 0.00453862
threshold=0.5128250000000002 0.086650000000000019 -0.11373499999999999 -0.091104999999999992 0.083425000000000013 0.17176000000000005 -0.14574499999999999 0.086605000000000029 -0.0084199999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -5 -8
right_child=-2 -3 3 5 -6 -7 8 -9 -10
leaf_value=-0.00074130584529550258 0.0015952673766752282 -0.00075771082564068048 -0.0013040609682692852 0.0016337009320654833 0.00022968932740615017 0.00086526818569413507 0.00011143977701255537 8.4995073284017765e-05 -0.00014677659808967806
leaf_weight=52 53 62 48 73 62 57 2063 271 1000
leaf_count=52 53 62 48 73 62 57 2063 271 1000
internal_value=0 3.81935e-05 5.20282e-05 6.37999e-05 -0.000432142 7.9785e-05 6.64033e-05 0.000416025 2.68707e-05
internal_weight=0 3688 3626 3574 110 3464 3407 344 3063
internal_count=3741 3688 3626 3574 110 3464 3407 344 3063
is_linear=0
shrinkage=0.0995203


Tree=5220
num_leaves=27
num_cat=0
split_feature=8 8 26 5 0 8 2 4 17 17 17 8 8 9 7 8 5 3 3 5 0 2 8 4 4 5
split_gain=0.00491485 0.00811893 0.00978989 0.00851004 0.00475193 0.00695437 0.00632585 0.00860569 0.00638034 0.0139278 0.00674846 0.00575907 0.00508581 0.00422421 0.0212584 0.0157438 0.00659445 0.00460145 0.0101182 0.00978906 0.0119894 0.00403935 0.00360024 0.00492117 0.00343004 0.000847023
threshold=-0.0077949999999999998 -0.046889999999999994 -0.042444999999999997 -0.055004999999999991 -0.061654999999999995 -0.052214999999999998 0.31326500000000007 0.13491500000000003 -0.095109999999999986 -0.14051499999999997 -0.036600000000000001 -0.07034 -0.079704999999999998 0.11296000000000002 0.078745000000000023 0.11446000000000002 -0.47386999999999996 0.087745000000000031 0.08511500000000001 -0.092514999999999986 -0.095649999999999999 -0.045109999999999997 -0.1205 0.11541000000000003 0.09939000000000002 -0.071539999999999992
decision_type=2 2 2 2 2 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 25 -4 5 6 8 -8 9 -1 -10 12 22 14 16 -15 -2 18 21 20 -19 -18 23 -6 -21 -3
right_child=13 2 3 -5 11 -7 7 -9 10 -11 -12 -13 -14 15 -16 -17 17 19 -20 24 -22 -23 -24 -25 -26 -27
leaf_value=0.00015198763008784084 -0.00098075946346384141 -0.00032418515041217458 0.0020700213028249283 0.00035702910215863108 -0.00067779882283089008 0.0013224201376100763 0.0018770936727819094 1.1536517044800928e-05 -0.00044424430093286679 0.0015446966916374727 8.4653623467057472e-05 -0.0010162867319873296 0.00091449894172091048 -0.0018490254844869137 0.0019332854922123777 0.00050264303133427512 -0.00046477022016462241 0.0020384650285231675 -0.0013981406227550888 -0.0003016612083656039 -0.00013809964707046219 0.00082956353319136374 -0.0010059089220111554 0.00059215474665920203 0.00030587821984153705 0.00026965202085006343
leaf_weight=400 87 46 68 52 55 49 47 53 289 87 1378 77 46 57 51 55 49 51 73 309 48 46 47 67 130 49
leaf_count=400 87 46 68 52 55 49 47 53 289 87 1378 77 46 57 51 55 49 51 73 309 48 46 47 67 130 49
internal_value=0 0.00014866 0.000736959 0.00133455 9.9603e-05 0.000147789 0.00012189 0.000896535 8.55471e-05 0.000402469 -6.54787e-06 -0.000277635 -9.28706e-06 -0.000112209 -3.49795e-05 -0.000686879 -0.000162596 -6.06151e-05 -0.000515941 8.00469e-05 0.000974892 0.000153343 -0.000265576 1.29246e-05 -0.000119887 -9.27309e-06
internal_weight=0 2810 215 120 2595 2303 2254 100 2154 487 1667 292 215 956 844 112 793 706 168 538 99 95 169 122 439 95
internal_count=3766 2810 215 120 2595 2303 2254 100 2154 487 1667 292 215 956 844 112 793 706 168 538 99 95 169 122 439 95
is_linear=0
shrinkage=0.0995203


Tree=5221
num_leaves=24
num_cat=0
split_feature=8 8 18 18 17 18 3 3 6 5 0 0 2 6 0 8 9 18 7 9 18 18 8
split_gain=0.00403846 0.0110067 0.00481756 0.0103007 0.0201611 0.0079921 0.00649295 0.0322419 0.0126671 0.00965281 0.0109021 0.00498388 0.00729502 0.0064396 0.00643434 0.0031334 0.00766708 0.0208005 0.0189555 0.00828462 0.004847 0.013159 0.00209059
threshold=-0.012329999999999999 -0.016289999999999999 -0.011569999999999999 -0.0079049999999999988 -0.0088649999999999996 -0.013125 0.08895500000000002 0.088285000000000016 0.089810000000000015 -0.043449999999999996 -0.080074999999999993 1.0000000180025095e-35 0.31326500000000007 -0.25061999999999995 -0.14028499999999997 0.24853500000000003 0.11296000000000002 0.087505000000000013 0.078745000000000023 0.10199500000000002 -0.17307499999999998 -0.120155 -0.1205
decision_type=2 2 2 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 -1 -8 -11 12 14 -14 -5 16 18 -18 19 20 -2 -22 -13
right_child=15 -3 3 11 -6 -7 9 -9 -10 10 -12 22 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24
leaf_value=0.000376524233767208 0.00069781701189552102 0.001648073963688428 0.00019713919048122756 -0.00057926730073571515 -0.0025238136906175416 0.001509641180809718 0.0013332075973997129 0.0023776308217516263 -0.0011055290232565163 -0.00072227826055233819 0.00019164872003679347 -0.00018721780864603831 0 0.0015308384738383658 0.00013353894601705153 0.00054039467206701969 -0.0024595796671028729 0.00042947584720004836 0.0017935383349240641 -0.0011707576049798422 -0.0015956287156918129 -1.0769187454533165e-05 -0.0010807886495527014
leaf_weight=353 74 47 64 142 46 49 49 75 68 197 374 64 46 65 1063 71 48 50 52 74 57 591 47
leaf_count=353 74 47 64 142 46 49 49 75 68 197 374 64 46 65 1063 71 48 50 52 74 57 591 47
internal_value=0 0.00013693 0.000110342 -4.82923e-06 -0.000933272 0.000262991 0.000207521 0.000475926 0.000135198 -5.88344e-06 -0.00012223 6.6166e-05 0.000120695 0.000893146 4.88608e-05 -9.48363e-05 -0.000143378 -0.000977219 -4.60484e-05 -0.000167251 -6.32646e-05 -0.000151442 -0.000572952
internal_weight=0 2749 2702 1537 110 1165 1116 496 421 620 571 1427 1316 111 1205 1017 946 98 848 796 722 648 111
internal_count=3766 2749 2702 1537 110 1165 1116 496 421 620 571 1427 1316 111 1205 1017 946 98 848 796 722 648 111
is_linear=0
shrinkage=0.0995203


Tree=5222
num_leaves=21
num_cat=0
split_feature=11 5 5 20 6 6 2 2 17 5 0 2 29 0 2 6 3 6 6 0
split_gain=0.00352316 0.00381712 0.0103663 0.00671066 0.0132814 0.00616837 0.0127227 0.0523268 0.0157321 0.0164842 0.00773431 0.0176064 0.00643244 0.00550375 0.0188502 0.00277507 0.0187881 0.00544072 0.00373047 0.00209159
threshold=-0.40069499999999997 -0.49053999999999998 -0.5087799999999999 -0.048779999999999997 -0.13578499999999999 0.089165000000000022 -0.082704999999999987 -0.083974999999999994 0.10932500000000002 -0.0086449999999999982 -0.082284999999999983 -0.070354999999999987 -0.088709999999999997 -0.080434999999999993 -0.080744999999999997 0.087670000000000012 0.086535000000000015 0.087235000000000021 0.086100000000000024 -0.085245000000000001
decision_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 -2 -5 12 7 8 9 -7 11 -8 -3 -12 -15 17 19 18 -14 -17
right_child=1 5 -4 4 -6 6 10 -9 -10 -11 13 -13 15 14 -16 16 -18 -19 -20 -21
leaf_value=-0.0007972663426957569 0.00074725470766879459 -0.0011157287095999338 0.0013808589195126461 0.00068715845469783754 -0.0014236073549941486 -0.0018482231448283619 -0.0015592824236513264 0.0037469123063600313 0.0018249717501300287 0.00031906235662207606 0.001069100725694831 0.00070555705149258309 2.0920595281142501e-05 -0.0018003554104192255 0.00031383987050630501 -0.0017376208031181408 0.00096816937433054926 0.0010071820162465149 -0.00066680403936121406 -0.00077339919186160183
leaf_weight=46 80 53 81 55 63 46 83 50 47 141 64 57 2187 47 373 49 60 54 81 49
leaf_count=46 80 53 81 55 63 46 83 50 47 141 64 57 2187 47 373 49 60 54 81 49
internal_value=0 7.76861e-05 0.000432097 3.98325e-05 -0.000432838 4.87121e-05 0.000271355 0.000823618 0.000195484 -0.000209689 1.86927e-05 -0.000631322 -3.07752e-05 0.000208405 7.53021e-05 -7.25855e-06 -0.000411075 1.98665e-05 -3.28007e-06 -0.00126386
internal_weight=0 3720 279 198 118 3441 908 284 234 187 624 140 2533 484 420 2480 158 2322 2268 98
internal_count=3766 3720 279 198 118 3441 908 284 234 187 624 140 2533 484 420 2480 158 2322 2268 98
is_linear=0
shrinkage=0.0995203


Tree=5223
num_leaves=14
num_cat=0
split_feature=8 9 2 9 5 5 6 4 17 2 6 6 5
split_gain=0.00331678 0.00672058 0.00538387 0.00390441 0.00834831 0.00754162 0.00747736 0.00808928 0.00517443 0.0125435 0.026383 0.00532055 0.00785494
threshold=-0.51030999999999993 -0.37999999999999995 0.31326500000000007 0.083875000000000019 -0.49053999999999998 -0.50992999999999988 -0.42102499999999998 0.10739000000000003 0.016900000000000005 -0.087444999999999995 -0.015744999999999999 0.10384500000000003 -0.0091849999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 5 -5 -6 -8 11 -10 -11 12 -3
right_child=1 2 -4 4 6 -7 7 -9 9 10 -12 -13 -14
leaf_value=0.00069487067784441677 -0.0010349036271235918 -0.00020858423618896603 0.0010691962825748404 0.000247576871553189 -0.0011533497252376272 0.0018986437417330654 7.3505596300306762e-05 0.0013800116988373235 0.00078272370365029063 4.7649629852507983e-05 -0.0024966565280854125 -0.0010040173203044397 0.00043558476656688021
leaf_weight=80 56 438 52 67 48 48 2333 48 53 100 67 49 327
leaf_count=80 56 438 52 67 48 48 2333 48 53 100 67 49 327
internal_value=0 4.61814e-05 6.30848e-05 4.82339e-05 0.000114673 0.000943837 7.50796e-05 0.000100188 -0.000114438 -0.000542679 -0.000968218 2.97525e-07 6.56963e-05
internal_weight=0 3686 3630 3578 2544 115 2429 2381 1034 220 167 814 765
internal_count=3766 3686 3630 3578 2544 115 2429 2381 1034 220 167 814 765
is_linear=0
shrinkage=0.0995203


Tree=5224
num_leaves=12
num_cat=0
split_feature=22 29 17 26 25 0 0 26 26 26 2
split_gain=0.0416976 0.00656106 0.00431957 0.00690683 0.00477239 0.00384789 0.0208025 0.0071617 0.0126098 0.00927545 0.00703443
threshold=0.13240000000000005 -0.117605 0.51544000000000012 0.087395000000000014 0.085465000000000027 -0.085474999999999982 -0.085794999999999996 0.095385000000000011 0.096980000000000025 0.093245000000000022 -0.097214999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 10 9 -9 -7 -3
right_child=-2 2 3 -5 -6 7 -8 8 -10 -11 -12
leaf_value=-0.0011884633864561042 0.0028049351962330647 -0.00077604341764899712 -0.00034448488462453914 0.001131145722853242 0.00087081016408394117 2.741065218079383e-05 -0.0022916749189452351 -0.0016668236341911549 -0.00015336642199532849 0.0010300952595710411 -7.9076497904230662e-05
leaf_weight=53 50 163 54 73 50 1386 47 62 469 98 1233
leaf_count=53 50 163 54 73 50 1386 47 62 469 98 1233
internal_value=0 -8.81645e-05 -7.18964e-05 0.000497266 -9.27351e-05 -0.000106904 -0.000231007 -1.76242e-05 -0.000331621 9.41773e-05 -0.000161042
internal_weight=0 3688 3635 127 3508 3458 1443 2015 531 1484 1396
internal_count=3738 3688 3635 127 3508 3458 1443 2015 531 1484 1396
is_linear=0
shrinkage=0.0995203


Tree=5225
num_leaves=14
num_cat=0
split_feature=10 6 17 26 6 26 18 3 17 3 17 3 17
split_gain=0.0352075 0.00853398 0.00399789 0.00498425 0.0031047 0.00784684 0.00862637 0.021553 0.00321203 0.00545912 0.00399731 0.0110795 0.0040336
threshold=0.091870000000000021 -0.53620499999999993 0.51544000000000012 0.087395000000000014 0.11481500000000001 0.096535000000000024 -0.082304999999999989 0.10850000000000003 0.40827500000000011 0.10174000000000002 0.11012500000000003 0.088055000000000022 0.066010000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 8 6 -6 -8 10 -10 12 -12 -3
right_child=-2 2 3 -5 5 -7 7 -9 9 -11 11 -13 -14
leaf_value=-0.0013179249271279051 0.0021661139524572748 -7.0273678328715487e-05 -0.00022589494931091894 0.0010185739246426915 -0.0011647176016357432 -0.0011961513816682724 0.0016812407703139865 -0.0010811780181961895 0.00099459561200910054 -0.00035799226098473346 -0.0013215610052310679 0 0.00053595332246902418
leaf_weight=55 70 2724 55 73 46 86 63 50 72 49 94 188 113
leaf_count=55 70 2724 55 73 46 86 63 50 72 49 94 188 113
internal_value=0 -8.67756e-05 -6.78075e-05 0.000477446 -8.80689e-05 -0.000430226 -1.08036e-05 0.000451687 -6.19432e-05 0.000440088 -8.16817e-05 -0.000439371 -4.58386e-05
internal_weight=0 3668 3613 128 3485 245 159 113 3240 121 3119 282 2837
internal_count=3738 3668 3613 128 3485 245 159 113 3240 121 3119 282 2837
is_linear=0
shrinkage=0.0995203


Tree=5226
num_leaves=19
num_cat=0
split_feature=20 1 8 18 9 6 3 17 9 9 8 8 1 3 8 8 29 9
split_gain=0.0246399 0.00779647 0.00434451 0.00425462 0.0100502 0.0057925 0.0125291 0.0114152 0.00400741 0.0287971 0.0527907 0.00678482 0.0226906 0.0325445 0.00733431 0.00772568 0.0039211 0.00383875
threshold=0.24030500000000005 0.62916000000000016 -0.0061900000000000002 0.15374500000000005 0.11582000000000002 -0.097455 0.096775000000000014 -0.093784999999999993 0.083995000000000028 0.083235000000000017 -0.085814999999999989 -0.074844999999999981 -0.083284999999999984 0.090360000000000024 -0.076924999999999993 -0.077889999999999987 -0.085279999999999995 -0.26414499999999996
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 4 5 6 -4 -7 9 16 -11 14 -13 -14 15 -10 -1 -18
right_child=-2 -3 3 -5 -6 7 -8 -9 11 10 -12 12 13 -15 -16 -17 17 -19
leaf_value=0.00078821168939663725 0.0017827782215176138 -0.0012866791523853088 -0.0013944277594485151 -0.00065958025182315282 0.0014812707537717998 -0.00019638912208890015 0.00039282903727224809 0.00066043280184735519 6.168029378864118e-05 -0.0033657347071890777 0.00061078246057770665 -0.0021749822715726218 0.0019133193113768652 -0.00044780111445070602 0.0010877351802908186 -0.0011311172092169849 0.00068098856647200265 -0.00019598730766305378
leaf_weight=54 72 52 73 62 56 303 82 311 1347 76 58 60 67 420 66 56 55 468
leaf_count=54 72 52 73 62 56 303 82 311 1347 76 58 60 67 420 66 56 55 468
internal_value=0 -7.60094e-05 -5.83632e-05 0.000132521 0.000193041 9.81649e-05 -0.00044363 0.00023627 -0.000120751 -0.000324103 -0.00163845 -4.86275e-05 -0.000348049 -0.000121284 6.23086e-05 1.34869e-05 -1.7447e-05 -0.000102197
internal_weight=0 3666 3614 887 825 769 155 614 2727 711 134 2016 547 487 1469 1403 577 523
internal_count=3738 3666 3614 887 825 769 155 614 2727 711 134 2016 547 487 1469 1403 577 523
is_linear=0
shrinkage=0.0995203


Tree=5227
num_leaves=10
num_cat=0
split_feature=22 1 3 3 9 26 0 9 2
split_gain=0.0316359 0.0063156 0.00348346 0.00582943 0.00500003 0.0126377 0.00691357 0.00472775 0.00430899
threshold=0.13264000000000004 0.62916000000000016 0.17152000000000003 0.15108000000000005 0.11408000000000003 0.15222000000000005 -0.061654999999999995 0.10892000000000003 -0.11700999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 8 -1
right_child=-2 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.00041166472745106077 0.0025292684118143494 -0.0011586285381474538 0.00057178745231278155 -0.001115164293592572 0.00049131290726339716 0.0017648418080927586 -0.00091058599735173744 -0.00091689300550087895 -2.6469658368092709e-05
leaf_weight=320 47 52 86 52 92 52 56 66 2915
leaf_count=320 47 52 86 52 92 52 56 66 2915
internal_value=0 -6.88507e-05 -5.30532e-05 -6.84078e-05 -5.26266e-05 0.000429899 -3.36042e-05 -8.21097e-05 -6.48255e-05
internal_weight=0 3691 3639 3553 3501 200 148 3301 3235
internal_count=3738 3691 3639 3553 3501 200 148 3301 3235
is_linear=0
shrinkage=0.0995203


Tree=5228
num_leaves=14
num_cat=0
split_feature=25 4 12 2 1 1 1 2 1 3 0 9 6
split_gain=0.00510314 0.00733002 0.00656413 0.00710665 0.00768515 0.0388957 0.0162247 0.00710837 0.00645702 0.00637365 0.0120072 0.00742779 0.00585318
threshold=0.10729000000000002 0.15221500000000004 0.094205000000000025 -0.085804999999999992 -0.083284999999999984 -0.085184999999999997 -0.082195000000000004 -0.086414999999999992 -0.080085000000000003 0.083815000000000014 -0.086855000000000002 0.08401500000000002 0.086275000000000032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 12 -6 9 -8 10 -1 -11 -5
right_child=-2 -3 -4 4 6 -7 8 -9 -10 11 -12 -13 -14
leaf_value=8.3139948687375149e-06 -0.001065783074442802 0.0011074462497308551 -0.0011495957104323729 -0.00045008679816952541 0.0016203596062990238 -0.0024956106375746199 -0.00071503397763624757 0.0011392567297357301 -3.2451986305167264e-05 -0.00063341506266013871 0.0020564450796602906 0.00016478467065019606 0.00030130742862908639
leaf_weight=76 48 55 53 210 57 79 148 74 1947 143 46 599 200
leaf_count=76 48 55 53 210 57 79 148 74 1947 143 46 599 200
internal_value=0 -3.22157e-05 -4.96992e-05 -3.31825e-05 -0.000116955 -0.000473231 -3.56173e-05 0.000201811 -8.10633e-05 0.000120573 0.000787271 9.85042e-06 -8.15564e-05
internal_weight=0 3687 3632 3579 2641 489 2152 938 2095 864 122 742 410
internal_count=3735 3687 3632 3579 2641 489 2152 938 2095 864 122 742 410
is_linear=0
shrinkage=0.0995203


Tree=5229
num_leaves=9
num_cat=0
split_feature=5 2 11 0 4 23 6 4
split_gain=0.00617235 0.00577908 0.00615686 0.01404 0.00859567 0.00498831 0.00822024 0.00758323
threshold=0.6362850000000001 -0.24206999999999998 -0.11166 -0.059114999999999994 0.14699000000000004 -0.017849999999999998 -0.46885499999999997 0.11995000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -7 -8
right_child=-2 2 4 -5 -6 6 7 -9
leaf_value=-0.0011531013535360419 0.0010792773956980475 -0.00025210655671641948 -0.00079912959214038857 0.0019966009151714623 -0.0013480410701334868 0.001047952647751255 -2.0110981514521442e-05 -0.00083290606707755901
leaf_weight=47 48 65 85 47 51 69 3205 118
leaf_count=47 48 65 85 47 51 69 3205 118
internal_value=0 -5.59545e-05 -4.15632e-05 0.000684239 -6.48365e-05 -4.57793e-05 -2.66597e-05 -4.92198e-05
internal_weight=0 3687 3640 112 3528 3477 3392 3323
internal_count=3735 3687 3640 112 3528 3477 3392 3323
is_linear=0
shrinkage=0.0995203


Tree=5230
num_leaves=19
num_cat=0
split_feature=30 4 6 20 3 6 4 8 3 8 9 8 3 4 4 9 36 3
split_gain=0.00343933 0.00402348 0.011195 0.00814909 0.00530992 0.00973239 0.00817115 0.00657371 0.0100348 0.00643948 0.00571271 0.00615093 0.00465983 0.00656774 0.00655083 0.00597695 0.00356162 0.00222871
threshold=0.12076500000000003 0.10845500000000002 0.18123500000000006 -0.14741499999999999 0.10850000000000003 0.12080000000000003 0.096000000000000016 -0.076394999999999991 0.087515000000000023 -0.078054999999999999 0.089025000000000021 -0.079219999999999999 0.11360500000000003 0.11860000000000002 0.12719000000000005 -0.040564999999999997 0.08605500000000002 0.11926500000000002
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 7 10 9 -9 -1 -6 -12 16 17 -15 -16 -5 -14
right_child=-2 3 -4 12 6 -7 -8 8 -10 -11 11 -13 13 14 15 -17 -18 -19
leaf_value=1.5488739306419356e-05 0.00075045722781722749 -0.0015184819089239397 0.0013623746397294276 0.00073589609983049564 -0.00072858943218024642 -0.0014776864615847318 0.0012609779746320892 0.00033350724412823757 -0.00043241431652327341 0.00092128499880768139 0.0012228543070627793 7.1855974131993246e-05 -0.0015596665981895044 0.00097542559413319396 0.00026067117120576964 -0.00099393820241911682 -0.0002222071321000759 -0.00060284302969874611
leaf_weight=1541 54 50 58 79 68 49 71 216 770 82 56 268 47 46 72 77 73 58
leaf_count=1541 54 50 58 79 68 49 71 216 770 82 56 268 47 46 72 77 73 58
internal_value=0 -4.88705e-05 -7.26046e-06 -0.000310743 -3.29758e-05 -8.7388e-05 0.000277627 -6.09628e-05 -0.000263796 6.17574e-05 9.74316e-05 0.000273321 -0.000175332 -0.000403882 -5.77337e-05 -0.00038219 0.000270369 -0.00103893
internal_weight=0 3681 3179 502 3121 2658 463 2609 986 1623 392 324 452 300 195 149 152 105
internal_count=3735 3681 3179 502 3121 2658 463 2609 986 1623 392 324 452 300 195 149 152 105
is_linear=0
shrinkage=0.0995203


Tree=5231
num_leaves=30
num_cat=0
split_feature=17 6 21 5 2 9 5 0 1 5 5 9 9 0 2 2 2 9 9 9 2 2 5 0 0 0 21 2 18
split_gain=0.00498612 0.00910593 0.0118997 0.0117093 0.0191029 0.0059497 0.00984025 0.0161544 0.00937332 0.00998832 0.00538277 0.00526716 0.00560776 0.00713217 0.0047103 0.0110666 0.00915153 0.0207555 0.0141977 0.0106932 0.00839605 0.0125221 0.00728913 0.00396041 0.00949612 0.00901128 0.00383501 0.00626546 0.0041461
threshold=0.066010000000000027 0.10615500000000003 0.086155000000000023 -0.039649999999999998 -0.072895000000000001 0.09586500000000002 -0.025879999999999997 -0.082494999999999999 -0.079629999999999992 -0.14118999999999998 0.6362850000000001 0.11222500000000002 0.14805500000000002 -0.064859999999999987 -0.085804999999999992 -0.086304999999999993 -0.082025000000000001 0.08895500000000002 0.087885000000000019 0.091750000000000012 -0.081055000000000002 -0.079739999999999991 -0.07965499999999999 -0.08076499999999999 -0.078664999999999999 -0.082039999999999988 0.091135000000000022 -0.070354999999999987 0.11417000000000002
decision_type=2 2 2 2 2 2 2 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 5 -3 -5 6 8 -8 -2 -10 11 14 13 -13 15 23 17 18 -16 -19 22 -22 -18 25 -25 -1 -4 28 -28
right_child=1 3 26 4 -6 -7 7 -9 9 -11 -12 12 -14 -15 16 -17 20 19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30
leaf_value=-1.2804210594594904e-05 0.0012449308170966588 -0.001687407936676212 -0.00097593820366624433 -0.0011217979520525276 0.0015420319803308284 0.0017493008158854112 0.0024321932558145653 7.7250288348358341e-05 0.00033451327860048799 -0.001305474056420512 0.00095099761459202297 -6.4972999442078232e-07 -0.00041654030918790045 0.001356916208577157 -0.00049107931072066139 0.0014083827775361096 -0.00039324441392466907 -0.002931987451043097 0.0013706221118682288 -0.0008726217870996723 -0.001023951605185001 -7.234356399338858e-05 0.0010712817704710265 -0.0016071787514514572 -6.9959861601461535e-05 0.0014491964182115635 0.0012461255977104571 -0.00057402323946254062 -6.0167231623556701e-05
leaf_weight=365 58 53 49 57 50 48 60 57 106 56 48 73 63 78 335 56 49 49 46 54 156 1145 103 48 241 47 47 91 47
leaf_count=365 58 53 49 57 50 48 60 57 106 56 48 73 63 78 335 56 49 49 46 54 156 1145 103 48 241 47 47 91 47
internal_value=0 0.000190332 0.000364073 -0.00047671 0.000115332 0.000704715 0.000553502 0.00129191 0.000157081 -0.000227343 -9.25312e-05 -0.000110037 0.000364078 0.000695188 -0.000148003 6.1646e-05 -0.000230359 -0.000605518 -0.000264158 -0.00186027 -0.000104828 -0.000187078 0.000593779 -4.47715e-05 -0.000328109 0.000151991 -0.000192888 1.00903e-05 0.000584271
internal_weight=0 779 619 160 107 385 337 117 220 162 2956 2908 214 151 2694 757 1937 484 381 103 1453 1301 152 701 289 412 234 185 94
internal_count=3735 779 619 160 107 385 337 117 220 162 2956 2908 214 151 2694 757 1937 484 381 103 1453 1301 152 701 289 412 234 185 94
is_linear=0
shrinkage=0.0995203


Tree=5232
num_leaves=21
num_cat=0
split_feature=2 8 10 4 9 0 9 24 21 22 21 6 20 0 4 2 23 5 10 9
split_gain=0.00718311 0.0114269 0.0231961 0.00570659 0.00863039 0.0115302 0.0063475 0.00490316 0.00469604 0.00958325 0.00739435 0.0092413 0.00445245 0.0111295 0.00813299 0.00440238 0.00398999 0.00449399 0.00289103 0.00261375
threshold=-0.097424999999999998 -0.076924999999999993 0.075585000000000027 0.10724500000000002 0.09550500000000002 -0.050054999999999995 0.091965000000000033 0.083550000000000027 0.087235000000000021 1.0000000180025095e-35 0.088010000000000019 -0.19631499999999999 -0.058504999999999995 -0.13955999999999999 0.087495000000000031 -0.091674999999999993 -0.063684999999999992 -0.0087549999999999989 0.082245000000000026 0.085225000000000009
decision_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 -6 19 8 9 15 -10 -12 14 -14 -13 -2 -17 -18 -4 -3
right_child=7 3 18 -5 5 -7 -8 -9 10 -11 11 12 13 -15 -16 16 17 -19 -20 -21
leaf_value=0.0029246990526122984 -0.00080816134194139821 0.00044271554245444057 -0.00023138809496040419 0.001054034310564706 4.9457651386009291e-05 -0.0019977685182444587 0.001265697346591931 -0.00084939781008091728 -0.0013987581282196373 0.0014427461295258512 0.0012541727816907074 -0.00018524957156431523 -0.0016456006708154142 -0.00018501581074432727 0.00076248450497739683 -0.00079117083245305029 0.00022043332039221297 -8.7314862010062029e-05 0.00077362119988126144 -0.00050712971993439383
leaf_weight=48 56 53 52 49 65 46 51 67 46 51 47 485 64 278 110 50 1277 739 60 62
leaf_count=48 56 53 52 49 65 46 51 67 46 51 47 485 64 278 110 50 1277 739 60 62
internal_value=0 0.00040318 0.00109232 6.24422e-05 -0.000110011 -0.000791568 0.000340798 -6.65316e-06 1.07197e-05 9.39231e-05 -0.00016402 -0.000105467 -0.00017454 -0.000460735 -8.66234e-06 6.11198e-05 8.50783e-05 0.000107217 0.000299701 -6.22565e-05
internal_weight=0 486 160 326 277 111 166 3270 3203 2173 1030 984 937 342 595 2122 2066 2016 112 115
internal_count=3756 486 160 326 277 111 166 3270 3203 2173 1030 984 937 342 595 2122 2066 2016 112 115
is_linear=0
shrinkage=0.0995203


Tree=5233
num_leaves=20
num_cat=0
split_feature=6 18 18 4 18 8 17 38 6 4 0 4 18 18 18 9 4 4 8
split_gain=0.00638813 0.00765058 0.0285086 0.00789528 0.0050251 0.00796042 0.00569561 0.00465656 0.00440637 0.00968738 0.00538554 0.00670706 0.00435326 0.00614414 0.0051882 0.00363832 0.00503793 0.00698236 0.00246479
threshold=-0.0092549999999999993 -0.10082999999999999 -0.120155 0.084755000000000025 -0.092084999999999986 -0.079585000000000003 -0.54192999999999991 -0.072014999999999996 -0.44590999999999997 0.11834000000000001 -0.23058999999999999 0.10252500000000002 -0.089234999999999995 -0.087529999999999983 -0.081614999999999993 -0.16268999999999997 0.12273500000000002 0.13542500000000005 -0.086154999999999995
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 -3 -6 -1 9 -9 11 -10 -8 -14 -15 -12 18 -18 -17
right_child=1 4 -4 -5 6 -7 12 8 10 -11 15 -13 13 14 -16 16 17 -19 -20
leaf_value=0.00072969167678057654 0.00095542676083897591 0.00018916356095033377 0.0028931524296904104 -0.00049945112708802406 0.0010219934704123422 -0.001498333421170957 0.00090172920064662322 -0.0017064360219184471 0.00150982404344194 3.0235647285216504e-07 -0.00098026442367306387 -0.00016681716143032783 -0.0010149519237657096 0.00087581707858954902 6.0016929352301417e-05 4.6059232238174357e-05 0.0014680400133031031 -0.00012428369319586563 -0.00024403790192397096
leaf_weight=65 62 62 47 91 70 49 65 54 46 82 48 47 50 82 1402 421 47 63 903
leaf_count=65 62 62 47 91 70 49 65 54 46 82 48 47 50 82 1402 421 47 63 903
internal_value=0 0.000164594 0.000748823 8.47568e-05 9.849e-05 -0.000548393 0.000142003 -9.52267e-05 -0.000127043 -0.000671354 -7.95228e-05 0.000653687 0.000102967 6.85874e-05 0.000105646 -0.000126086 -9.69237e-05 0.000548631 -0.000151176
internal_weight=0 1980 200 153 1780 111 1669 1776 1711 136 1575 93 1599 1534 1484 1482 1434 110 1324
internal_count=3756 1980 200 153 1780 111 1669 1776 1711 136 1575 93 1599 1534 1484 1482 1434 110 1324
is_linear=0
shrinkage=0.0995203


Tree=5234
num_leaves=28
num_cat=0
split_feature=3 18 18 17 3 3 18 18 3 18 1 1 17 6 18 6 3 7 1 6 0 0 1 0 20 6 17
split_gain=0.00585585 0.0131862 0.0364529 0.0110006 0.0111343 0.0090128 0.00848019 0.0288344 0.0139395 0.00859728 0.00769439 0.0137708 0.00968217 0.00781412 0.00721572 0.00684867 0.0062834 0.00512522 0.00363623 0.00319372 0.0155646 0.00658828 0.00506449 0.00513079 0.0118023 0.00401632 0.00296402
threshold=0.092900000000000024 -0.10212999999999998 -0.11533 -0.00067499999999999993 0.091545000000000029 0.091715000000000033 0.088635000000000019 0.090795000000000028 0.087675000000000017 0.084900000000000017 -0.0088199999999999997 -0.025874999999999999 0.0084900000000000028 0.091495000000000007 -0.087989999999999985 -0.425425 0.093535000000000021 -0.068034999999999998 0.0036400000000000009 -0.19631499999999999 -0.13056499999999996 -0.066264999999999991 0.40780000000000011 -0.14401 -0.053499999999999999 -0.017084999999999999 -0.14679499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 26 5 10 6 9 -8 -9 14 11 13 15 -5 -3 -12 -2 -18 -14 20 -19 -22 23 24 -21 -25 -1
right_child=16 3 -4 4 -6 -7 7 8 -10 -11 12 -13 18 -15 -16 -17 17 19 -20 22 21 -23 -24 25 -26 -27 -28
leaf_value=-0.00044346897108834415 -0.0010872008236848286 -0.00057081875279574876 0.0032836647579176244 -5.8253885640362536e-06 0.0014572597350079599 -0.0014561555702121384 0.0023243751870444104 0.00075710091992224583 -0.0011726313847415187 -0.0012743780771507223 -0.00040395224175279428 0.0021628757915650868 -0.0014243402194259696 0.0013125161259940374 8.01730675287492e-05 0.00118346111530508 -0.00091820566860674609 0.0017549088191954314 -0.00032507497154372948 0.0017620735423887963 -0.0011222923688338979 0.0004708972018721251 -0.00087140718444831018 -0.00027076497763363697 -0.00026292997990369374 7.9834766517754253e-05 0.00050802977805012336
leaf_weight=56 61 230 49 198 87 47 62 72 76 66 46 46 51 57 627 63 66 55 78 50 51 51 74 604 65 692 76
leaf_count=56 61 230 49 198 87 47 62 72 76 66 46 46 51 57 627 63 66 55 78 50 51 51 74 604 65 692 76
internal_value=0 0.000154859 0.000965059 7.32061e-05 0.000410694 -0.00010514 -4.83739e-05 0.000521441 -0.000228311 -0.000178904 0.000240249 0.000575257 -0.000179998 0.000285653 -9.35837e-05 0.000506033 -9.39559e-05 -5.80035e-05 -0.000766015 -2.29292e-05 0.000403177 -0.000317672 -6.85301e-05 -2.5843e-05 0.000610388 -8.29304e-05 9.81619e-05
internal_weight=0 1987 181 1806 626 1180 1133 210 148 923 539 301 238 255 857 109 1769 1708 129 1642 157 102 1485 1411 115 1296 132
internal_count=3756 1987 181 1806 626 1180 1133 210 148 923 539 301 238 255 857 109 1769 1708 129 1642 157 102 1485 1411 115 1296 132
is_linear=0
shrinkage=0.0995203


Tree=5235
num_leaves=26
num_cat=0
split_feature=2 2 4 4 3 1 3 17 3 2 20 0 3 20 0 4 18 2 3 2 26 24 20 22 3
split_gain=0.00557268 0.0119271 0.00389649 0.00693767 0.00562598 0.00472031 0.00374745 0.00780065 0.00873064 0.0102778 0.0135015 0.0080407 0.0062554 0.00594016 0.0107002 0.00370399 0.00366894 0.00487446 0.0153619 0.00856853 0.00484577 0.00324509 0.00272903 0.00358076 0.0030826
threshold=-0.10598499999999998 -0.122295 0.10739000000000003 0.10343500000000001 0.10426500000000002 -0.15528499999999998 0.092900000000000024 -0.00067499999999999993 0.091865000000000016 -0.086254999999999984 -0.080869999999999984 -0.082494999999999999 0.093535000000000021 -0.088334999999999983 -0.084894999999999984 0.079225000000000018 -0.10212999999999998 -0.085944999999999994 0.083955000000000016 -0.084869999999999987 0.084355000000000027 0.08841000000000003 0.15091500000000005 0.084130000000000024 0.094045000000000031
decision_type=2 2 2 2 2 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 13 9 -9 -11 -12 -8 14 -2 -7 20 18 -18 -19 -15 22 23 24 -14
right_child=6 -3 -4 -5 -6 15 12 8 -10 10 11 -13 21 16 -16 -17 17 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00072983881980608794 -0.0016762553597875114 0.0018418235715170778 0.00078854263424972591 -0.0011009051063546331 0.0011364020712323368 0.00094826746430102247 -0.0011365558401188005 0.0013077221426803746 0.0015117598894883156 -0.0014542129848807307 0.00061205585284316287 -0.00034250417535226909 0.00073864746289270988 0 0.0003094328399512102 -0.00021880424628110731 0.0010631844776328148 0.00099639545784629339 -0.00080104655676810105 -3.7895669057514159e-05 0.0013125313286626939 -0.0008548918224445506 0.00062020587348747731 -0.00075550564531610444 -7.2964369284692196e-05
leaf_weight=63 58 49 80 47 52 53 58 78 62 51 244 135 48 67 49 53 55 90 210 660 48 52 57 74 1263
leaf_count=63 58 49 80 47 52 53 58 78 62 51 244 135 48 67 49 53 55 90 210 660 48 52 57 74 1263
internal_value=0 0.00038631 0.000179014 0 0.00023057 -4.33035e-05 -7.77402e-06 8.93837e-05 0.000394158 0.000256146 6.34916e-05 0.000269881 -0.000121423 -5.03923e-05 -0.000759271 0.000357009 1.60072e-05 -4.36074e-05 -0.000411041 8.51278e-05 0.000549289 -8.14652e-05 -5.30069e-05 -8.13042e-05 -4.26241e-05
internal_weight=0 397 348 268 221 169 3359 1807 570 508 430 379 1552 1237 107 106 1130 1015 265 750 115 1494 1442 1385 1311
internal_count=3756 397 348 268 221 169 3359 1807 570 508 430 379 1552 1237 107 106 1130 1015 265 750 115 1494 1442 1385 1311
is_linear=0
shrinkage=0.0995203


Tree=5236
num_leaves=21
num_cat=0
split_feature=5 18 18 8 8 8 18 18 9 18 17 20 18 6 6 0 4 0 2 2
split_gain=0.0078908 0.00414415 0.0117606 0.00638753 0.0153068 0.0123891 0.00590918 0.0151127 0.0155992 0.00728246 0.00670982 0.00496073 0.00839649 0.0112673 0.00569879 0.00412137 0.00378648 0.00549036 0.00397594 0.00773526
threshold=0.6362850000000001 -0.12363 -0.15202999999999997 -0.050299999999999997 -0.045194999999999999 -0.057284999999999996 -0.086064999999999989 -0.089234999999999995 0.085495000000000029 -0.08428999999999999 -0.16207999999999997 0.096345000000000028 -0.097059999999999994 -0.088734999999999994 -0.14723999999999998 -0.085794999999999996 0.090805000000000011 -0.050494999999999991 -0.072624999999999981 -0.078244999999999995
decision_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 16 5 -5 6 7 10 -9 -8 -3 12 -6 -14 -13 -11 17 18 19 -1
right_child=-2 3 -4 4 11 -7 9 8 -10 15 -12 14 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.00051995084049222826 0.0012145154595885111 -0.00087342598988594561 0.0013617553795111368 -0.0020719781193298376 -0.0013988725170607278 0.0015509662758485508 0.0012169250730812353 -0.00015912907687763172 -0.0026281959019493662 0.00015136990517568876 0.00030278949685528199 0.0011425666640447623 -0.00071893288499422854 7.6303477470239891e-05 -0.00030807544641798683 -0.00014170218205338621 -0.00081963778118782213 0.0010146848495249782 -0.0009123858667627263 0.0011322683807301187
leaf_weight=67 48 65 75 47 65 49 49 50 53 853 184 53 279 476 53 1072 51 53 48 48
leaf_count=67 48 65 75 47 65 49 49 50 53 853 184 53 279 476 53 1072 51 53 48 48
internal_value=0 -6.90531e-05 0.000260256 -0.000102937 -0.000317741 -1.459e-05 -4.79223e-05 -0.000423662 -0.00143757 1.86642e-05 -9.6716e-07 -0.000227819 -0.000311206 -0.000216481 0.000409523 -1.14117e-05 -4.60883e-05 0.000132766 -0.000148971 0.000162553
internal_weight=0 3690 342 3348 973 2375 2326 352 103 1974 249 926 820 755 106 1925 267 216 163 115
internal_count=3738 3690 342 3348 973 2375 2326 352 103 1974 249 926 820 755 106 1925 267 216 163 115
is_linear=0
shrinkage=0.0995203


Tree=5237
num_leaves=22
num_cat=0
split_feature=5 18 18 3 3 5 5 3 3 6 5 8 8 8 0 9 0 5 5 5 6
split_gain=0.00639939 0.00335699 0.00954014 0.00573973 0.0104278 0.00555344 0.0110801 0.00838223 0.0270188 0.0183183 0.0109013 0.0056136 0.0111738 0.00934482 0.0093633 0.00903155 0.00838392 0.00672344 0.0122029 0.00532691 0.00229543
threshold=0.6362850000000001 -0.12363 -0.15202999999999997 0.098455000000000029 0.12212000000000002 0.064585000000000017 0.070325000000000013 0.10850000000000003 0.11896500000000003 0.10737000000000003 0.22078000000000006 -0.074844999999999981 -0.077074999999999991 -0.071594999999999992 -0.066264999999999991 -1.0000000180025095e-35 -0.071029999999999996 0.0047850000000000011 0.024640000000000006 -0.0031649999999999998 -0.065394999999999995
decision_type=2 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 11 -7 9 -9 10 -8 12 17 -13 16 -16 -15 19 -19 -3 -5
right_child=-2 5 -4 4 -6 6 7 8 -10 -11 -12 13 -14 14 15 -17 -18 18 -20 -21 -22
leaf_value=0.00061311638879619037 0.0010936466576187832 9.9754159904225356e-06 0.0012262332034574514 -0.00054231784663597493 0.0005092150326918163 -0.0017867933017784543 0.00047249095277997742 -0.0026440481448367988 0.00030812691108004548 0.0018631134147563237 -0.00075177378025818213 -0.0015975488939485947 0.0012735149488409575 -0.00021085898201883698 0.0015227411898313785 3.5080267495287283e-05 -0.001323345371884597 0.0019862352951119755 -6.7539413887221138e-06 -0.00069820819569823243 -0.0015162252261675564
leaf_weight=88 48 1497 75 53 76 51 118 53 72 46 183 47 73 677 55 157 75 47 84 113 50
leaf_count=88 48 1497 75 53 76 51 118 53 72 46 183 47 73 677 55 157 75 47 84 113 50
internal_value=0 -6.2203e-05 0.000234117 -4.15016e-05 -0.000367898 -9.27167e-05 -0.000390774 -0.000238198 -0.000937047 1.11891e-05 -0.00026911 -3.72468e-05 6.71379e-05 -0.00022535 -0.000157599 0.000424892 -0.0003229 1.60843e-05 0.000702039 -3.9221e-05 -0.00102304
internal_weight=0 3690 342 267 179 3348 523 472 125 347 301 2825 1814 1011 964 212 752 1741 131 1610 103
internal_count=3738 3690 342 267 179 3348 523 472 125 347 301 2825 1814 1011 964 212 752 1741 131 1610 103
is_linear=0
shrinkage=0.0995203


Tree=5238
num_leaves=25
num_cat=0
split_feature=5 8 8 9 18 18 20 0 1 0 0 2 21 8 26 18 3 8 18 21 21 8 27 2
split_gain=0.0060181 0.00300103 0.00722554 0.0368535 0.00492907 0.00819625 0.00865565 0.00679513 0.0178899 0.00792646 0.00764632 0.0060236 0.00509659 0.00478989 0.0174062 0.0111733 0.00688024 0.0047311 0.00450977 0.00413759 0.00427062 0.00427199 0.00413671 0.00425974
threshold=0.62931500000000018 -0.081915000000000002 -0.080724999999999991 0.087825000000000028 -1.0000000180025095e-35 -0.027300000000000001 0.0057800000000000013 -0.069824999999999984 -0.077634999999999996 -0.063914999999999986 -0.092939999999999995 -0.080644999999999994 0.095695000000000016 -0.084044999999999995 0.087260000000000018 -0.011569999999999999 0.088115000000000013 -0.084674999999999986 -0.064960000000000004 -0.026109999999999998 -0.084574999999999997 -0.087374999999999994 0.092820000000000027 -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 13 3 -3 5 6 18 8 11 -9 -10 -6 -11 17 16 -16 -15 19 -4 20 21 -1 23 -21
right_child=-2 2 4 -5 7 -7 -8 9 10 12 -12 -13 -14 14 15 -17 -18 -19 -20 22 -22 -23 -24 -25
leaf_value=0.00067662643547514504 0.00081078109988815623 0.00046557546630435616 -2.2336130560576332e-05 -0.0029228436154491218 -0.0025341687101994737 0.0010055980393234962 0.0010606541462151601 0.0010964797799060328 -0.00050067481585394386 8.6877756166964373e-05 0.00028355176724022241 -0.00090359882933989594 -0.00097247438382573137 0.00017389390975822906 0.0018493920099623123 8.2191987329556843e-05 -0.0014144884786422764 -0.00079315169497515216 -0.00074577415942042201 0.00013909780923064015 0.0011962951499139643 -0.00060499303338450942 0.00060343108615229025 -0.00026565317276065433
leaf_weight=58 80 81 639 52 46 85 67 65 342 224 191 48 56 60 88 61 48 77 99 417 55 46 87 666
leaf_count=58 80 81 639 52 46 85 67 65 342 224 191 48 56 60 88 61 48 77 99 417 55 46 87 666
internal_value=0 -6.12671e-05 -0.000143652 -0.000853065 -9.25395e-05 7.59738e-05 -2.11684e-05 -0.000247679 -0.000443119 0.00010514 -0.000218112 -0.00171025 -0.000122069 3.70723e-05 0.000432362 0.0011314 -0.000524474 -3.45997e-05 -0.000120492 8.73354e-06 0.000485603 0.000101885 -5.53722e-05 -0.000109051
internal_weight=0 3658 1995 133 1862 890 805 972 627 345 533 94 280 1663 257 149 108 1406 738 1329 159 104 1170 1083
internal_count=3738 3658 1995 133 1862 890 805 972 627 345 533 94 280 1663 257 149 108 1406 738 1329 159 104 1170 1083
is_linear=0
shrinkage=0.0995203


Tree=5239
num_leaves=23
num_cat=0
split_feature=17 18 5 5 5 1 0 4 3 21 0 9 9 1 9 20 9 0 5 4 3 4
split_gain=0.00688684 0.0145762 0.00348633 0.0115813 0.00470859 0.00382729 0.00543854 0.0153967 0.00673201 0.0127802 0.00754847 0.00300338 0.0179799 0.0120483 0.00725222 0.00870429 0.0192511 0.0132889 0.00513741 0.00476389 0.0101763 0.00900932
threshold=-0.55286000000000002 -0.037059999999999989 0.064585000000000017 0.070325000000000013 0.057175000000000011 -0.50763499999999995 -0.030209999999999997 0.085990000000000025 0.11663500000000003 0.10787500000000003 -0.064494999999999983 0.11007500000000002 0.11408000000000003 0.26048500000000008 0.089645000000000016 -0.011915 0.093335000000000015 -0.083039999999999989 -0.081415000000000001 0.084545000000000023 0.091975000000000015 0.088720000000000021
decision_type=2 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 11 -5 8 -8 9 -7 -10 14 -13 18 19 16 -16 -17 -14 20 -2 -21
right_child=2 -3 3 5 -6 6 7 -9 10 -11 -12 12 13 -15 15 17 -18 -19 -20 21 -22 -23
leaf_value=0.0015804708210248042 2.9814529426365089e-05 -0.00045046644357905294 -0.0016798878651809843 0.0004681114396939528 0.00078942000456166733 0.00012555079742703943 -0.0021345512437677804 0.00024428073830070008 0.0015172229773069926 -0.0012002713050612798 -1.0649263461374198e-05 0.0020443395149704114 0.0012133787990141497 -0.001436674854507056 -0.0019500839718429555 0.00075489451802669845 -5.2174646166830308e-05 -0.00043512371530228527 -8.9932703072442827e-05 -0.0014796438056819594 0.00085185245752287446 -8.2437769798509249e-05
leaf_weight=76 1142 64 53 86 70 196 51 56 46 113 102 47 46 51 93 129 125 331 83 50 172 556
leaf_count=76 1142 64 53 86 70 196 51 56 46 113 102 47 46 51 93 129 125 331 83 50 172 556
internal_value=0 0.000646195 -6.49324e-05 -0.000263808 -1.63561e-05 -0.000147083 -0.000242341 -0.000881905 -9.08053e-05 -0.000356648 0.000458699 -3.66121e-05 0.000309894 -0.000138441 -6.72031e-05 -0.000347113 -0.000865589 -9.96215e-05 0.000368468 3.12138e-05 0.000138041 -0.00019907
internal_weight=0 140 3598 703 2895 650 564 107 457 309 148 2825 227 180 2598 678 218 460 129 1920 1314 606
internal_count=3738 140 3598 703 2895 650 564 107 457 309 148 2825 227 180 2598 678 218 460 129 1920 1314 606
is_linear=0
shrinkage=0.0995203


Tree=5240
num_leaves=20
num_cat=0
split_feature=27 1 2 2 8 26 3 3 3 17 0 17 0 1 19 4 8 8 17
split_gain=0.0246502 0.00733678 0.00610164 0.0296774 0.0130123 0.0179559 0.00641174 0.00529824 0.00424341 0.00744644 0.0141811 0.0140278 0.0143026 0.00575299 0.00441604 0.0040739 0.00344534 0.00988837 0.00565495
threshold=0.11410500000000003 0.51613500000000012 -0.097424999999999998 -0.10077999999999999 -0.07743499999999999 0.080935000000000021 0.11089500000000001 0.10502000000000002 0.084685000000000024 -0.011809999999999999 -0.084759999999999988 -0.0014149999999999998 -0.085794999999999996 -0.088909999999999989 -0.031244999999999998 0.13630500000000004 -0.052214999999999998 -0.038994999999999995 -0.54752499999999993
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 -6 9 10 -4 -11 -13 -12 -10 -3 18 -18 -16
right_child=-2 15 8 -5 6 -7 -8 -9 14 11 13 12 -14 -15 16 -17 17 -19 -20
leaf_value=0.0025025817694126666 -0.0018846507094524359 -0.0015140158340793991 0.0010520855534790795 0.0026777657536402304 -0.00025096036265258374 0 -0.001106389961962901 0.00089014852557688388 -0.00068907694685567422 -0.0017551846662414671 -0.0013909323079120655 0.0010711321739205991 -0.0011997373799055655 0.00011508282501088234 -0.00099880180937217378 -0.00016699863547099103 0.001349828340133154 0.00012597820387034834 2.497884872006571e-05
leaf_weight=47 68 46 88 50 179 72 66 52 79 80 53 57 53 46 55 46 73 653 1872
leaf_count=47 68 46 88 50 179 72 66 52 79 80 53 57 53 46 55 46 73 653 1872
internal_value=0 2.76087e-05 5.0407e-05 0.000386233 0.00010884 0.000989513 -0.000241266 2.36893e-06 0 -0.000312917 0.000129187 -0.000752349 -1.55721e-05 -0.000682899 4.32615e-05 -0.000849406 6.53774e-05 0.000250165 -3.81687e-06
internal_weight=0 3667 3575 466 416 119 297 231 3109 377 187 190 110 99 2732 92 2653 726 1927
internal_count=3735 3667 3575 466 416 119 297 231 3109 377 187 190 110 99 2732 92 2653 726 1927
is_linear=0
shrinkage=0.0995203


Tree=5241
num_leaves=18
num_cat=0
split_feature=10 1 5 2 18 5 4 18 0 17 2 21 26 18 2 3 6
split_gain=0.0284977 0.00606669 0.0108025 0.00676458 0.0262883 0.0581536 0.00958091 0.00892454 0.00847771 0.00875234 0.00394664 0.00564578 0.00561078 0.00409999 0.00736244 0.00519212 0.0036603
threshold=0.093790000000000026 0.51613500000000012 -0.49053999999999998 -0.097424999999999998 -0.018864999999999996 0.0035750000000000005 0.10373000000000003 -0.092414999999999983 -0.14909499999999998 -0.14169499999999999 -0.091674999999999993 1.0000000180025095e-35 -0.126245 -0.094389999999999988 -0.078244999999999995 0.084685000000000024 -0.050699999999999995
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 -7 -6 -10 11 -5 16 14 -14 -15 -12
right_child=-2 2 -4 10 6 7 -8 -9 9 -11 12 -13 13 15 -16 -17 -18
leaf_value=0.0041783778436123176 -0.0020560887445013275 0.00027553085998437778 -0.0017714380659749787 -0.0012808504656132871 0.00051961486923283767 -0.00036716985885639771 0.00089796192051421093 0.0013432373874490275 -0.0021126348973242301 -0.00041795002626719062 0.0012989392640905281 0.00018520118952277331 -0.00090568699112574056 -0.00033534145586881819 1.9040065864909976e-05 9.4521850950382815e-05 0.00010309699392523906
leaf_weight=51 66 51 50 56 48 87 54 46 47 89 55 47 133 317 233 2255 50
leaf_count=51 66 51 50 56 48 87 54 46 47 89 55 47 133 317 233 2255 50
internal_value=0 3.03616e-05 -0.000729715 5.21067e-05 0.000426262 0.00132034 -0.000261518 0.000218245 -0.00060625 -0.00100963 1.6578e-06 -0.000603928 2.24248e-05 -2.84477e-06 -0.000314758 4.12227e-05 0.000737287
internal_weight=0 3669 101 3568 422 184 238 133 184 136 3146 103 3043 2938 366 2572 105
internal_count=3735 3669 101 3568 422 184 238 133 184 136 3146 103 3043 2938 366 2572 105
is_linear=0
shrinkage=0.0995203


Tree=5242
num_leaves=15
num_cat=0
split_feature=20 2 18 18 1 18 0 26 1 1 7 6 1 5
split_gain=0.0254534 0.0059347 0.0291786 0.0772567 0.0046288 0.00614452 0.00549866 0.00457813 0.00689214 0.00446466 0.00382436 0.00473538 0.00448854 0.00145699
threshold=0.16383500000000004 -0.097424999999999998 -0.099739999999999995 -0.14624999999999996 -0.15353499999999998 -0.029094999999999999 0.12433000000000002 -0.236315 0.62256000000000011 0.039665000000000013 -0.080929999999999988 -0.42102499999999998 0.40780000000000011 -0.46834999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -4 -3 10 -7 -9 -12 -13 -11
right_child=-2 7 4 -5 5 9 -8 8 -10 13 11 12 -14 -15
leaf_value=-0.00061479471886178802 -0.0017185782619419175 0.00091094354585603159 -0.0010920945895161337 0.0047722444905986088 0.001095749303118161 -0.00069281252644979024 0.00018795824860511881 -0.00088294064088470319 -0.0011557088603706485 -3.604797031401492e-06 0.00071856116522303766 5.2556431616070375e-06 -0.00065411949711079425 0.0007500580512317497
leaf_weight=58 84 52 75 48 58 71 58 49 53 52 89 2836 106 46
leaf_count=58 84 52 75 48 58 71 58 49 53 52 89 2836 106 46
internal_value=0 3.35901e-05 0.000365375 0.0018169 -5.97441e-05 0.000210839 -0.000527721 -1.46966e-05 -3.03212e-05 -8.80146e-05 -1.069e-05 3.14097e-06 -1.82233e-05 0.000341802
internal_weight=0 3651 466 106 360 227 133 3185 3133 169 3080 3031 2942 98
internal_count=3735 3651 466 106 360 227 133 3185 3133 169 3080 3031 2942 98
is_linear=0
shrinkage=0.0995203


Tree=5243
num_leaves=18
num_cat=0
split_feature=10 23 2 2 18 9 9 0 20 6 18 26 20 26 20 17 19
split_gain=0.0235636 0.00558081 0.00864264 0.0255131 0.0498787 0.00845182 0.00730826 0.00675621 0.00349166 0.0189221 0.0110997 0.0182203 0.00829672 0.00508542 0.00929141 0.00514895 0.00311493
threshold=0.090150000000000022 -0.046924999999999994 -0.098809999999999995 -0.13535499999999998 -0.088184999999999999 0.095415000000000014 -0.054184999999999997 0.12387500000000003 -0.085594999999999991 -0.091244999999999993 -0.085454999999999989 -0.0063299999999999997 -0.11284499999999999 -0.112275 -0.083495 -0.55026999999999993 0.078495000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 7 -1 16 9 -4 11 -11 -12 -10 -15 -16 -3
right_child=-2 2 8 4 -6 -7 -8 -9 13 10 12 -13 -14 14 15 -17 -18
leaf_value=0.00012986436145206944 -0.0016144427242484375 0.00036291528883327089 0.0020493257376088189 0.0042314671698932254 2.8088745888933513e-05 0.00099408333039280121 -0.0016200234582309061 -0.0014221719341820968 0.00070824282993105648 -0.00045349935329732136 4.160865214529939e-05 0.0022361476678717943 -0.0012575419651447723 -0.0010662011047696555 -0.0009619653162801793 -5.3677153428100153e-06 -0.00058928841516681194
leaf_weight=47 88 80 52 47 70 57 46 47 88 50 139 49 74 88 57 2597 59
leaf_count=47 88 80 52 47 70 57 46 47 88 50 139 49 74 88 57 2597 59
internal_value=0 3.35695e-05 5.36988e-05 0.000515972 0.00172362 -6.21215e-05 -0.00072687 -0.000390199 1.33914e-06 0.000291722 0 0.000869472 -0.000405896 -3.57212e-05 -5.98961e-05 -2.6221e-05 -3.53682e-05
internal_weight=0 3647 3554 360 117 243 93 186 3194 364 312 99 213 2830 2742 2654 139
internal_count=3735 3647 3554 360 117 243 93 186 3194 364 312 99 213 2830 2742 2654 139
is_linear=0
shrinkage=0.0995203


Tree=5244
num_leaves=17
num_cat=0
split_feature=18 3 18 17 29 18 18 18 2 3 2 3 9 2 2 2
split_gain=0.00862377 0.0177248 0.0105696 0.0131276 0.00889861 0.00936692 0.00606907 0.00714825 0.00777168 0.00831306 0.00681105 0.00678308 0.0102181 0.00731317 0.00483764 0.00417031
threshold=-0.022504999999999997 0.081685000000000021 -0.018864999999999996 -0.54752499999999993 -0.117605 0.26473000000000008 -0.032374999999999994 -0.046804999999999992 -0.089549999999999991 0.08511500000000001 -0.086304999999999993 0.092200000000000018 0.09550500000000002 -0.10018999999999999 0.41639000000000009 0.14153500000000005
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 14 7 8 11 -10 -11 13 -13 -3 15 -6
right_child=2 6 3 4 5 -7 -8 -9 9 10 -12 12 -14 -15 -16 -17
leaf_value=-0.0017885300045446624 0.0016467981040617736 -0.00031237188324898045 0.0017330029023668132 -0.0012376914883067108 8.8256090256539984e-05 0.0014024642452114171 -0.00090838335819769169 0.0010187870791897782 0.0010769669026693912 0.00066514162465296527 -0.00013335542816589395 0.00086602376571045527 -0.00092098433015542428 -0.0019340629727557543 -0.00069181439157354281 0.00066791744447685525
leaf_weight=62 47 56 50 48 1927 56 80 63 73 122 793 60 67 57 74 132
leaf_count=62 47 56 50 48 1927 56 80 63 73 122 793 60 67 57 74 132
internal_value=0 -0.00014212 0.00016789 0.000137139 0.000101104 0.000130835 -6.70686e-05 -1.43003e-05 -6.79674e-05 5.46711e-05 -2.59945e-05 -0.00057624 -7.02827e-05 -0.00113764 9.70653e-05 0.000125815
internal_weight=0 1433 2334 2287 2237 2189 1371 1291 1228 988 915 240 127 113 2133 2059
internal_count=3767 1433 2334 2287 2237 2189 1371 1291 1228 988 915 240 127 113 2133 2059
is_linear=0
shrinkage=0.0995203


Tree=5245
num_leaves=12
num_cat=0
split_feature=8 28 2 5 1 1 6 0 1 2 9
split_gain=0.00779887 0.00672305 0.00466119 0.00859642 0.00427304 0.012039 0.0125288 0.00761679 0.00605031 0.00856196 0.00402565
threshold=0.24614500000000003 0.083225000000000021 -0.241895 0.63223000000000018 -0.07825 -0.080085000000000003 0.089610000000000009 -0.087184999999999999 -0.074694999999999998 -0.078289999999999985 0.097680000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4 9 -6 -10
right_child=-2 -3 3 -5 8 6 -8 -9 10 -11 -12
leaf_value=0.0010038402197338361 -0.00090271909170145986 -0.00092773283355070178 0.00070768423324937021 -0.001129800425182964 -0.0016071395220661764 7.450641384819338e-05 0.0023382857719901665 2.6022493865187443e-05 -1.7657214607448166e-05 4.4893327581409398e-05 0.00032126089018868516
leaf_weight=54 84 66 198 58 54 46 53 918 1732 71 433
leaf_count=54 84 66 198 58 54 46 53 918 1732 71 433
internal_value=0 6.66245e-05 8.4995e-05 7.08395e-05 9.0941e-05 0.000241829 0.0012947 0.000147696 1.0527e-05 -0.000662236 4.97483e-05
internal_weight=0 3683 3617 3563 3505 1215 99 1116 2290 125 2165
internal_count=3767 3683 3617 3563 3505 1215 99 1116 2290 125 2165
is_linear=0
shrinkage=0.0995203


Tree=5246
num_leaves=17
num_cat=0
split_feature=3 18 8 18 17 18 26 22 2 2 17 6 8 6 20 26
split_gain=0.00719913 0.00813367 0.0167984 0.00821085 0.0100165 0.0075191 0.0110791 0.00546241 0.00580241 0.0268786 0.0183072 0.00954379 0.0193547 0.00926623 0.00475995 0.00465142
threshold=0.31589000000000006 -0.022504999999999997 -0.10337499999999999 -0.018864999999999996 -0.54752499999999993 0.19545000000000004 0.090095000000000022 0.096195000000000017 -0.085209999999999994 -0.086254999999999984 0.0047200000000000011 0.091180000000000025 -0.079585000000000003 0.086520000000000027 -0.23803499999999997 0.11819500000000002
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 14 -7 8 9 10 -4 13 -13 -10 -6 -16
right_child=-2 3 7 4 5 6 -8 -9 11 -11 -12 12 -14 -15 15 -17
leaf_value=-0.0015390838011933919 -0.0010788727945096664 0.0014780313346708822 -0.00025060618746579046 0.0015405803032351754 -0.00092589650138120928 -2.3055769327520907e-05 0.0020699780129095498 -0.00086483544246773964 0.00024544147029111556 -0.0023664989178535001 0.0018223203577890036 -0.0019461443605551371 0.00012771370166575382 0.0015564532777525353 0.00015031295697891944 -0.00032493669589846321
leaf_weight=79 56 47 349 50 46 52 47 76 517 54 48 58 190 60 1809 229
leaf_count=79 56 47 349 50 46 52 47 76 517 54 48 58 190 60 1809 229
internal_value=0 5.74659e-05 -0.000128181 0.000174343 0.000146536 0.000114231 0.000962338 -4.51334e-05 3.04742e-06 -0.000283328 0 0.000160592 -0.000354001 0.000383187 7.35495e-05 9.65098e-05
internal_weight=0 3711 1431 2280 2233 2183 99 1352 1276 451 397 825 248 577 2084 2038
internal_count=3767 3711 1431 2280 2233 2183 99 1352 1276 451 397 825 248 577 2084 2038
is_linear=0
shrinkage=0.0995203


Tree=5247
num_leaves=16
num_cat=0
split_feature=8 28 2 8 0 0 1 0 26 2 1 3 6 0 21
split_gain=0.00625707 0.0051713 0.00363795 0.00331241 0.00494639 0.00999631 0.0154925 0.0133863 0.00275007 0.00884258 0.0210802 0.0204258 0.00638945 0.0113089 0.00550069
threshold=0.24614500000000003 0.083225000000000021 -0.241895 0.0012600000000000003 0.019150000000000004 -0.066264999999999991 0.067120000000000027 -0.075424999999999992 0.095245000000000024 -0.082830000000000001 -0.083284999999999984 0.090435000000000029 0.11481500000000001 -0.080074999999999993 0.13276500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 7 -7 -5 12 11 -11 -10 14 -14 -4
right_child=-2 -3 3 4 -6 6 -8 -9 9 10 -12 -13 13 -15 -16
leaf_value=0.00088383959502517039 -0.00081237623498209299 -0.00081611842505821292 5.9088538962733676e-05 -6.1443158922300036e-06 -0.00098048262897534053 -0.00050645533744688419 0.0019876739485839424 -0.001913692315854225 0.0025581316904153537 -0.0013924836100678137 0.00037604029025276628 -0.00030257125405781045 -0.0015264599599143825 0.00038991682653489112 0.0010854794925805621
leaf_weight=54 84 66 2372 166 69 47 51 47 50 78 460 48 67 55 53
leaf_count=54 84 66 2372 166 69 47 51 47 50 78 460 48 67 55 53
internal_value=0 5.58747e-05 7.20124e-05 5.94788e-05 -0.000217595 -4.57047e-05 0.000783157 -0.000430902 9.28142e-05 0.000278191 0.000118115 0.00114862 4.62032e-05 -0.00065581 8.18586e-05
internal_weight=0 3683 3617 3563 380 311 98 213 3183 636 538 98 2547 122 2425
internal_count=3767 3683 3617 3563 380 311 98 213 3183 636 538 98 2547 122 2425
is_linear=0
shrinkage=0.0995203


Tree=5248
num_leaves=29
num_cat=0
split_feature=6 6 6 18 5 1 6 9 18 6 26 2 18 18 3 21 21 18 5 3 26 3 9 29 21 5 36 0
split_gain=0.0160874 0.0110083 0.0162724 0.00751076 0.0162466 0.0308155 0.0114647 0.007678 0.0155616 0.0142576 0.0160761 0.0127961 0.00571085 0.0335617 0.00641356 0.00932369 0.00940576 0.00798939 0.00640396 0.0118199 0.0104776 0.00928623 0.0077047 0.020407 0.0105703 0.00595267 0.0054434 0.00436385
threshold=0.23663500000000004 0.088565000000000019 0.089090000000000016 -0.074709999999999985 0.066815000000000027 -0.088174999999999989 0.10449000000000003 0.093235000000000026 -0.046804999999999992 0.095760000000000026 0.096535000000000024 -0.087444999999999995 0.086510000000000017 0.088735000000000022 0.086895000000000014 0.089665000000000022 0.085330000000000031 0.10015500000000002 -0.49053999999999998 0.10377500000000002 -0.07825 0.087570000000000023 0.11408000000000003 0.10484000000000003 0.10107500000000001 -0.52786999999999995 0.087020000000000028 -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 2 2 2 2 2
left_child=1 12 -3 4 5 -4 -7 8 -5 -9 -11 -10 18 -14 17 16 -16 -15 19 21 -21 -1 23 26 -24 -22 -20 -17
right_child=-2 2 3 7 -6 6 -8 9 11 10 -12 -13 13 14 15 27 -18 -19 22 20 25 -23 24 -25 -26 -27 -28 -29
leaf_value=0.00029127349319456417 -0.0017269881058952614 0.0020575486485427284 0.0033698353903876582 -0.0018859959651397746 -0.00056458385068536645 -0.00064560582885511751 0.0014103016450368658 0.0020558000464807975 0.0013342080113986732 0.001559120587419696 -0.00030489620802383094 -0.00025519740454997254 0.0024613196677077832 -0.0015841014011444307 0.00018861249893388404 0.0001512400699555902 0.0019920941836574536 0.00010085306272482061 -0.00021855586545807546 0.0010789772901765333 -0.00010279130304299556 0.002235767800607098 -0.0021386603297851086 0.0019313702982748464 0 -0.0015616213366680251 0.00086349126130808593 -0.0007256684375638962
leaf_weight=54 51 52 49 48 65 55 52 47 61 61 183 282 60 53 79 135 46 57 1765 47 73 46 46 46 46 46 47 95
leaf_count=54 51 52 49 48 65 55 52 47 61 61 183 282 60 53 79 135 46 57 1765 47 73 46 46 46 46 46 47 95
internal_value=0 5.24458e-05 0.000343529 0.000243919 0.000748565 0.00130096 0.000345876 7.91901e-05 -0.000207434 0.000467124 0.000157753 2.508e-05 -4.86729e-05 0.000245949 -3.81446e-05 0.00016573 0.000858843 -0.000703547 -0.000118842 0.000338149 -0.000172448 0.00119393 -0.0001816 -0.000137076 -0.00107191 -0.000673588 -0.000190038 -0.000207402
internal_weight=0 3696 955 903 221 156 107 682 391 291 244 343 2741 525 465 355 125 110 2216 266 166 100 1950 1858 92 119 1812 230
internal_count=3747 3696 955 903 221 156 107 682 391 291 244 343 2741 525 465 355 125 110 2216 266 166 100 1950 1858 92 119 1812 230
is_linear=0
shrinkage=0.0995203


Tree=5249
num_leaves=25
num_cat=0
split_feature=20 6 18 18 9 6 18 18 4 20 18 17 9 9 9 26 5 5 17 5 18 17 17 4
split_gain=0.0156131 0.0090653 0.0132603 0.0520601 0.0121798 0.00854501 0.00652195 0.0400385 0.00725855 0.0106691 0.00649317 0.00587359 0.00655179 0.00552377 0.00758764 0.00489887 0.00469087 0.0218487 0.0204842 0.0108959 0.00996161 0.00719561 0.0062504 0.00320136
threshold=-0.41270499999999993 0.087575000000000028 -0.088855000000000003 -0.092864999999999989 0.087695000000000009 0.087075000000000027 0.086510000000000017 0.088735000000000022 0.087495000000000031 -0.053499999999999999 0.092545000000000016 0.13629500000000003 0.08846500000000003 0.11222500000000002 0.084345000000000017 0.084165000000000031 -0.077634999999999996 -0.068984999999999991 -0.0044799999999999987 -0.045014999999999993 -0.080424999999999996 0.0047200000000000011 0.067035000000000025 0.12498500000000003
decision_type=2 2 2 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 11 -8 10 -10 -9 13 15 14 -2 -13 18 -18 -4 -19 -21 -20 -23 -15
right_child=1 2 16 -5 -6 -7 7 8 9 -11 -12 12 -14 23 -16 -17 17 19 21 20 -22 22 -24 -25
leaf_value=-0.0017964537929403739 1.1758402156117337e-05 -0.0011030462599251694 0.0017865500805918418 0.0038275587583857171 0.0010326221214038748 -0.0013268260573184843 0.0028573530625738293 -0.0013048593481335903 0.0015062357387603247 -0.00018033571769940319 -7.9668025024357136e-05 0.00027111448400209267 -0.00021424041585391026 8.4829308098516992e-05 -0.00039683362365196533 0.0017167118323661945 -0.0019238751126576942 0.0012139969043114469 -0.0011390461335931811 -0.0011218054346982646 0.00017380215441503948 0.0011218969858430522 -0.00047737855495554764 0.0011499439503553485
leaf_weight=46 874 56 83 49 50 51 54 53 65 85 233 48 79 76 920 48 53 87 50 67 478 49 47 46
leaf_count=46 874 56 83 49 50 51 54 53 65 85 233 48 79 76 920 48 53 87 50 67 478 49 47 46
internal_value=0 4.81429e-05 0.000292654 0.00114459 -8.79326e-05 -5.08556e-05 -2.53255e-05 0.000301054 -1.36744e-05 0.000545055 -0.000309576 -0.0001022 0.000448518 -0.000152928 -0.00019732 0.00100244 0.000147284 1.56936e-05 0.000537332 0.000179643 1.30235e-05 -0.000167234 0.000330391 0.00049314
internal_weight=0 3701 1069 155 106 2632 2581 490 436 150 286 2091 175 1916 1794 96 914 685 229 632 545 146 96 122
internal_count=3747 3701 1069 155 106 2632 2581 490 436 150 286 2091 175 1916 1794 96 914 685 229 632 545 146 96 122
is_linear=0
shrinkage=0.0995203


Tree=5250
num_leaves=18
num_cat=0
split_feature=21 21 21 21 8 26 19 21 26 3 3 2 2 5 3 1 18
split_gain=0.013885 0.00666662 0.0337063 0.00826591 0.0169512 0.00648865 0.00633646 0.00579194 0.0056902 0.0052411 0.00508285 0.00840549 0.0284741 0.0102838 0.00814919 0.00524199 0.0045867
threshold=-0.096850000000000006 0.088715000000000016 0.08957500000000003 0.086690000000000017 -0.079219999999999999 -0.2382 -0.099114999999999995 0.085470000000000018 -0.14033499999999999 0.10525500000000003 0.094410000000000008 -0.083974999999999994 -0.08342999999999999 -0.025879999999999997 0.096595000000000028 -0.072579999999999992 0.12205500000000002
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 -5 -4 -7 10 -8 -10 11 13 -13 -2 15 -12 -16
right_child=1 2 5 4 -6 6 8 -9 9 -11 14 12 -14 -15 16 -17 -18
leaf_value=-0.0012343014836219148 -0.00081541593089738261 -0.0026787122780213453 -0.0011265436719078809 -0.00013084202768887863 0.0024346043693004096 -0.001089465110884854 0.0010745323845294077 -0.00078157581147520307 -0.00019400776488618933 0.00029593263478080572 -0.00024791378186270207 0.0027258160645415998 0.00029862452866433734 0.00016025884259708207 -2.484373137682451e-05 -0.0016707309123941269 0.0008829920012043465
leaf_weight=85 131 50 51 56 46 48 54 71 491 386 60 51 814 583 663 47 60
leaf_count=85 131 50 51 56 46 48 54 71 491 386 60 51 814 583 663 47 60
internal_value=0 5.21652e-05 -0.000155098 0.000139176 0.0010181 -3.17972e-05 2.43963e-05 0.000102697 8.27035e-05 2.06996e-05 0.000129099 0.000234026 0.000442677 -1.7605e-05 -6.95298e-05 -0.000880541 4.93631e-05
internal_weight=0 3662 1080 2582 102 1030 979 2480 931 877 2409 1579 865 714 830 107 723
internal_count=3747 3662 1080 2582 102 1030 979 2480 931 877 2409 1579 865 714 830 107 723
is_linear=0
shrinkage=0.0995203


Tree=5251
num_leaves=24
num_cat=0
split_feature=20 0 0 0 26 18 18 29 0 7 26 18 26 2 0 2 2 2 0 0 26 8 0
split_gain=0.0117171 0.00632518 0.0138917 0.0280093 0.0234884 0.0240438 0.0107748 0.00785114 0.00693222 0.00551624 0.00509125 0.0122846 0.0218823 0.0106692 0.0115657 0.00876409 0.00449488 0.01935 0.00825129 0.0173818 0.00742371 0.00485341 0.00381779
threshold=-0.41270499999999993 -0.085754999999999984 -0.080434999999999993 -0.080884999999999999 0.083825000000000024 -0.089234999999999995 -0.082304999999999989 -0.085039999999999991 -0.079805000000000001 -0.074779999999999999 0.087625000000000022 -0.015069999999999998 0.088685000000000028 -0.086775000000000005 -0.087084999999999982 -0.089549999999999991 -0.082954999999999987 -0.080484999999999987 -0.061654999999999995 -0.070374999999999993 0.092530000000000015 0.0017700000000000003 0.019150000000000004
decision_type=2 2 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 -7 -2 -4 -9 13 -12 -13 15 -15 -11 18 20 19 -10 -18 -19 -20
right_child=1 2 8 -5 5 6 -8 9 16 10 11 12 -14 14 -16 -17 17 21 22 -21 -22 -23 -24
leaf_value=-0.0015577192016484162 0.00094539792918464833 0.0018794014072750641 -0.0010852983149300048 0.0026799808462596247 0.0018501494805262351 -0.0012332507069145171 4.7259265115192497e-05 0.0008831820026300001 -0.00014116361112694655 -9.372405401156303e-05 -0.00092397727839979246 0.0021535448335628701 2.6760070158945451e-07 -0.00037224171825599379 -0.001762488200197842 0.0013265991723916664 0.00067992067099347658 6.5675916460471067e-05 0.00078349365197131809 -0.0023930677492471409 0.0023413855655936766 -0.00064682706307539711 -0.00011900613726063032
leaf_weight=46 66 84 58 55 67 78 387 48 119 149 91 57 264 729 65 60 68 819 63 48 46 107 173
leaf_count=46 66 84 58 55 67 78 387 48 119 149 91 57 264 729 65 60 68 819 63 48 46 107 173
internal_value=0 4.02249e-05 0.000149548 0.000526024 0.000332377 8.65711e-05 -0.000165776 -0.000114537 -1.82043e-05 -0.000162914 -0.000198978 9.40311e-05 0.000385176 -0.000320153 -0.000487084 0.000310108 2.41193e-05 0.000133976 -0.000257351 -0.00079332 0.00135752 -1.57703e-05 0.000118447
internal_weight=0 3701 2172 671 616 532 465 1529 1501 1463 1415 412 321 1003 794 209 1443 1040 403 167 114 926 236
internal_count=3747 3701 2172 671 616 532 465 1529 1501 1463 1415 412 321 1003 794 209 1443 1040 403 167 114 926 236
is_linear=0
shrinkage=0.0995203


Tree=5252
num_leaves=19
num_cat=0
split_feature=6 21 2 2 18 9 2 10 4 26 2 17 9 3 25 8 2 4
split_gain=0.0111642 0.00508832 0.00388475 0.0100629 0.0132054 0.0230836 0.0437393 0.00723709 0.00766099 0.00744921 0.0171344 0.00789084 0.00701578 0.0133603 0.0042512 0.00363733 0.0174128 0.00415267
threshold=0.18123500000000006 -0.10962999999999999 -0.086849999999999997 -0.084869999999999987 -0.0097449999999999985 0.083955000000000016 -0.085944999999999994 0.086275000000000018 0.10801000000000002 0.087170000000000011 -0.087444999999999995 0.10932500000000002 0.084435000000000024 0.088325000000000028 0.096120000000000025 -0.097249999999999989 0.12610000000000002 0.11541000000000003
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 -4 -7 9 -9 10 11 -3 -11 -14 15 17 -17 -5
right_child=-2 2 3 14 -6 6 -8 8 -10 12 -12 -13 13 -15 -16 16 -18 -19
leaf_value=0.0009911986192763793 0.0010911429675582493 -0.0005500171949903344 0.0029371904522063914 -4.9781294196170771e-05 -0.0008065941788792789 -0.0013587926055372717 0.0020388049307908493 0.0010199565623250084 -0.00055565839290144499 0.001094284105835231 -0.0022971895098931657 0.00069465376253718318 -0.0015551770428149792 0.00049222084046231273 0.00084462550831533936 -7.8570875469834649e-05 -0.0020162904746014536 0.0006393847851117407
leaf_weight=47 89 365 46 217 51 73 77 82 48 55 52 58 49 88 51 2127 47 142
leaf_count=47 89 365 46 217 51 73 77 82 48 55 52 58 49 88 51 2127 47 142
internal_value=0 -3.68169e-05 -5.03603e-05 3.9963e-06 0.000611142 0.000984219 0.00037985 -0.000244466 0.000431894 -0.000377518 -0.000589306 -0.000377418 0.000142174 -0.000234085 -5.37229e-05 -7.21336e-05 -0.000120839 0.000220533
internal_weight=0 3675 3628 2831 247 196 150 797 130 667 475 423 192 137 2584 2533 2174 359
internal_count=3764 3675 3628 2831 247 196 150 797 130 667 475 423 192 137 2584 2533 2174 359
is_linear=0
shrinkage=0.0995203


Tree=5253
num_leaves=25
num_cat=0
split_feature=24 17 3 18 17 1 18 17 18 2 2 18 1 3 18 18 2 17 17 8 18 8 10 4
split_gain=0.00417488 0.00422077 0.00992068 0.020061 0.0144752 0.00616576 0.00937628 0.0063569 0.00755107 0.00426822 0.0136898 0.00660796 0.0115432 0.0124286 0.00545701 0.00541415 0.0148504 0.00842479 0.0104475 0.00728006 0.00507653 0.00452931 0.00294012 0.00478992
threshold=0.084270000000000025 0.18936500000000003 0.092635000000000023 0.044095000000000009 0.4039100000000001 -0.07002499999999999 -0.069565000000000002 0.51326500000000019 0.10861000000000003 -0.086414999999999992 -0.086050000000000001 -0.011039999999999999 -0.0090649999999999984 0.08400500000000001 -0.0010249999999999999 -0.007069999999999999 -0.082954999999999987 0.021725000000000005 -0.0065549999999999992 -0.083390000000000006 -0.060544999999999995 0.0017700000000000003 0.086275000000000018 0.099305000000000018
decision_type=2 2 2 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 -4 -7 8 -8 11 -11 12 13 -1 -13 17 19 18 -12 -17 -15 -18 23 -16
right_child=-2 2 5 -5 -6 6 7 -9 -10 10 15 14 -14 20 22 16 21 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0016069818948388878 0.00072088045120706414 -0.0028632275731009598 -0.00086872965576121535 0.00047912842385713423 -0.00055771256139792048 0.0014742503986152548 0.0010969053283413539 -0.00073123930222576867 -0.00046733712522971252 0.0017487245349408534 0.00028904624784292879 0.00096551233595298599 -0.0018867942018869709 -0.00023637373852069835 2.3203908621596516e-05 -0.00037184555839205768 6.4177126230560149e-05 0.0015531475005391758 -0.00081493618834339897 -0.0021392693278485665 0.0006562674612278442 -0.00067072277622660763 0.00054140843495213752 -0.0011214846132826979
leaf_weight=58 76 55 60 65 55 50 69 81 54 48 779 66 48 284 164 47 1235 46 95 48 81 89 65 46
leaf_count=58 76 55 60 65 55 50 69 81 54 48 779 66 48 284 164 47 1235 46 95 48 81 89 65 46
internal_value=0 -2.41581e-05 -0.000296561 -0.000897191 -0.00171791 3.55777e-05 0.000252417 -4.30398e-05 0.000403509 1.72256e-05 8.4506e-05 -0.000179547 -0.000421576 -0.000253375 0.000152349 5.00035e-05 -7.14701e-05 0.000238253 0.000168111 -0.00127348 -3.60379e-05 1.41584e-05 -3.9833e-05 -0.000223639
internal_weight=0 3688 489 175 110 314 254 204 123 3199 2387 812 471 423 341 2339 1419 920 874 95 365 1324 275 210
internal_count=3764 3688 489 175 110 314 254 204 123 3199 2387 812 471 423 341 2339 1419 920 874 95 365 1324 275 210
is_linear=0
shrinkage=0.0995203


Tree=5254
num_leaves=12
num_cat=0
split_feature=6 19 18 17 3 18 4 19 17 2 7
split_gain=0.00909905 0.00447284 0.00425685 0.00821416 0.0159731 0.00680935 0.00549358 0.00543051 0.00422109 0.00772105 0.00374038
threshold=0.18123500000000006 -0.016414999999999996 -0.12363 -0.46159 0.10892000000000003 -0.10726999999999999 0.084900000000000017 0.085835000000000022 -0.56005499999999986 -0.23128999999999997 0.078295000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 7 -5 -7 -10 -11
right_child=-2 2 5 6 -6 8 -8 -9 9 10 -12
leaf_value=-0.00072942198509276935 0.0009859994301094036 -0.00021523229959074155 -0.00094774898809815158 -0.0010025128719340472 0.0023135240049208874 -0.00079351681507434187 0.00077071637386837675 0.00033555003474275462 0.0011411318950506168 -7.9629558421333394e-06 -0.00064259415744830713
leaf_weight=89 89 47 81 69 51 69 56 52 57 3009 95
leaf_count=89 89 47 81 69 51 69 56 52 57 3009 95
internal_value=0 -3.23073e-05 -1.47775e-05 0.000361124 0.0010924 -4.62459e-05 -3.91379e-05 -0.000420712 -2.33851e-05 -6.31523e-06 -2.765e-05
internal_weight=0 3675 3586 275 98 3311 177 121 3230 3161 3104
internal_count=3764 3675 3586 275 98 3311 177 121 3230 3161 3104
is_linear=0
shrinkage=0.0995203


Tree=5255
num_leaves=14
num_cat=0
split_feature=6 21 6 9 5 6 9 2 2 0 0 18 0
split_gain=0.00737893 0.00395447 0.00381335 0.0201218 0.0100331 0.00396958 0.00336323 0.00662043 0.0229414 0.0103468 0.00468457 0.013582 0.00783192
threshold=0.18123500000000006 -0.10962999999999999 0.11481500000000001 0.093605000000000022 0.057175000000000011 0.10877500000000002 0.084595000000000017 -0.086414999999999992 -0.084869999999999987 -0.085474999999999982 -0.067059999999999995 -0.42656999999999995 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 9 -9 -3 11 -8 -12
right_child=-2 2 3 4 -6 -7 10 8 -10 -11 12 -13 -14
leaf_value=0.00087709513915948238 0.00088787223875609991 -0.00093347767347389172 -0.0020153728181312542 -0.00061911821500552867 0.0011845775158491828 0.00078433336226468886 -0.0018146219586707808 0.0018084989940774739 7.1472464725201229e-05 0.00026057127257706744 0.00090510852937427733 -0.00013165114240933757 -9.0456040253358903e-05
leaf_weight=47 89 142 58 64 58 60 49 82 940 144 112 1663 256
leaf_count=47 89 142 58 64 58 60 49 82 940 144 112 1663 256
internal_value=0 -2.91364e-05 -4.11021e-05 -0.000487832 0.000231667 -1.75435e-05 -3.19861e-05 9.27127e-05 0.000211644 -0.000329416 -0.000110796 -0.000180299 0.000210317
internal_weight=0 3675 3628 180 122 3448 3388 1308 1022 286 2080 1712 368
internal_count=3764 3675 3628 180 122 3448 3388 1308 1022 286 2080 1712 368
is_linear=0
shrinkage=0.0995203


Tree=5256
num_leaves=11
num_cat=0
split_feature=20 27 24 10 10 17 17 21 18 20
split_gain=0.032828 0.0306066 0.0130387 0.00517821 0.0119999 0.00553699 0.00453413 0.00878581 0.00512504 0.00331483
threshold=-0.41270499999999993 0.11410500000000003 -0.069349999999999995 0.086165000000000019 0.09056500000000002 -0.55286000000000002 -0.50029000000000001 0.090585000000000013 -0.10212999999999998 -0.0088249999999999978
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 9 7 -7 -8 -4
right_child=1 -3 3 4 -6 6 8 -9 -10 -11
leaf_value=0.0026174444561352576 0.0014060254103090634 -0.0021533248562165251 0.0013486499351346298 -0.0015841420719803169 0.00027194807551887787 -0.0012933030156061902 0.00038083128264823635 0.00013195728630659371 -3.0868460292025222e-05 0.00017981303985792484
leaf_weight=47 65 66 47 66 71 78 335 93 2813 53
leaf_count=47 65 66 47 66 71 78 335 93 2813 53
internal_value=0 -2.9417e-05 9.06943e-06 -1.62353e-05 -0.000616252 7.56806e-06 -1.41734e-05 -0.000513374 1.26833e-05 0.000737353
internal_weight=0 3687 3621 3556 137 3419 3319 171 3148 100
internal_count=3734 3687 3621 3556 137 3419 3319 171 3148 100
is_linear=0
shrinkage=0.0995203


Tree=5257
num_leaves=10
num_cat=0
split_feature=6 27 24 23 2 3 2 9 2
split_gain=0.0269001 0.0303014 0.0106278 0.00524078 0.00511297 0.00747743 0.00521167 0.0154781 0.00838361
threshold=0.23153500000000005 0.11410500000000003 -0.069349999999999995 0.086650000000000019 -0.22383 0.10669500000000003 -0.10598499999999998 0.085225000000000009 -0.097214999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -6 -8
right_child=-2 -3 3 -5 6 -7 8 -9 -10
leaf_value=0.001266097472321387 0.0020592417937120053 -0.0022878495659585446 -0.0016030707736249248 -0.00094817078673226226 0.0016763675720163434 3.342572859478349e-05 -0.00096164814334847117 -4.5939720872615895e-05 1.2830909800324023e-05
leaf_weight=65 62 58 48 59 73 63 90 174 3042
leaf_count=65 62 58 48 59 73 63 90 174 3042
internal_value=0 -3.11324e-05 4.85851e-06 -1.80105e-05 -2.05111e-06 -0.000666874 1.9546e-05 0.000459768 -1.491e-05
internal_weight=0 3672 3614 3549 3490 111 3379 247 3132
internal_count=3734 3672 3614 3549 3490 111 3379 247 3132
is_linear=0
shrinkage=0.0995203


Tree=5258
num_leaves=12
num_cat=0
split_feature=22 20 23 0 11 27 18 2 3 2 2
split_gain=0.0283195 0.023424 0.00615723 0.00688658 0.00564299 0.00630308 0.0114638 0.00598311 0.00586868 0.00969856 0.00612257
threshold=0.13264000000000004 -0.41270499999999993 -0.022119999999999997 -0.066264999999999991 -0.37931999999999999 1.0000000180025095e-35 -0.086319999999999994 -0.026175 0.12212000000000002 0.12875500000000004 -0.065999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 8 -7 -8 9 -6 -10
right_child=-2 2 4 -5 5 6 7 -9 10 -11 -12
leaf_value=0.0022423973748042568 -0.0023735306791861127 0 -0.0009349457944152537 0.001602458299130265 -4.7000749057760037e-05 0.0018717197351362396 0.00057223472564887597 -0.00033626937723435518 0.0012345795719668389 -0.0010089686539436489 0.00011554477942826984
leaf_weight=47 49 57 65 50 2772 46 165 126 67 108 182
leaf_count=47 49 57 65 50 2772 46 165 126 67 108 182
internal_value=0 3.48247e-05 6.07959e-06 0.000749998 -1.62315e-05 7.61483e-07 0.000409935 0.000176049 -4.30457e-05 -8.33588e-05 0.000419938
internal_weight=0 3685 3638 107 3531 3466 337 291 3129 2880 249
internal_count=3734 3685 3638 107 3531 3466 337 291 3129 2880 249
is_linear=0
shrinkage=0.0995203


Tree=5259
num_leaves=9
num_cat=0
split_feature=22 6 24 2 30 27 1 8
split_gain=0.0229638 0.0186761 0.00664761 0.00535015 0.00457428 0.00345644 0.00992162 0.00312109
threshold=0.13264000000000004 0.23153500000000005 -0.069349999999999995 -0.24206999999999998 0.10484500000000002 1.0000000180025095e-35 -0.0027699999999999995 -0.51030999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 -5
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=0.00096246595958321282 -0.0021373163612516291 0.0017440699898363719 -0.001071647954277923 0.00073085515788391437 -0.00075626845957803854 -0.00019337035595901414 0.00088018635307609574 -3.2074737892654e-05
leaf_weight=70 49 62 47 54 78 178 162 3034
leaf_count=70 49 62 47 54 78 178 162 3034
internal_value=0 3.13845e-05 1.84949e-06 -1.68459e-05 -2.47211e-06 1.44408e-05 0.00031574 -1.84682e-05
internal_weight=0 3685 3623 3553 3506 3428 340 3088
internal_count=3734 3685 3623 3553 3506 3428 340 3088
is_linear=0
shrinkage=0.0995203


Tree=5260
num_leaves=29
num_cat=0
split_feature=6 3 3 17 8 8 17 5 17 9 8 3 17 8 17 3 2 3 1 3 3 3 5 5 6 17 3 20
split_gain=0.00469837 0.012228 0.0125446 0.0180462 0.00454594 0.00636451 0.0183515 0.0452978 0.00794437 0.0175769 0.013876 0.00656663 0.00548999 0.00826474 0.00731801 0.0157469 0.00525082 0.0080291 0.00534083 0.00395627 0.00997089 0.00391798 0.00388161 0.00710122 0.00900337 0.00380198 0.00734039 0.00914691
threshold=0.11816500000000002 0.14530500000000005 0.10871500000000002 0.40827500000000011 -0.087444999999999995 -0.083504999999999982 0.0036400000000000009 -0.025879999999999997 -0.011809999999999999 0.084435000000000024 -0.08595499999999999 0.08777500000000002 0.40827500000000011 -0.072559999999999999 0.18936500000000003 0.092395000000000019 0.09556000000000002 0.09587500000000003 -0.50763499999999995 0.095630000000000021 0.090905000000000027 0.10583000000000002 0.0047850000000000011 -0.0073899999999999999 0.087455000000000019 0.12439000000000001 0.13345500000000002 -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 2 2
left_child=4 2 3 -2 19 6 8 -8 9 -6 -11 -10 14 -14 16 -16 18 -18 -7 20 22 -21 23 24 -1 26 27 -23
right_child=1 -3 -4 -5 5 12 7 -9 11 10 -12 -13 13 -15 15 -17 17 -19 -20 21 -22 25 -24 -25 -26 -27 -28 -29
leaf_value=-0.00043556919548692381 0.00066793440288583387 0.00093837206285114663 -0.0020545966370708649 -0.0017978396563625388 0.0015191147123807763 -0.00089615828116675067 -0.00029073395233430478 0.0032117379221536404 -0.001509974903155439 0.001016923927301601 -0.0010603241060773104 6.5072442326808796e-05 0.0012883686704667054 -9.2356075401023432e-05 0.00031245343071787686 -0.0021785000112987838 0.0015351651214677989 9.6308876260979711e-05 4.3847443566856546e-06 0.00076241444255233473 -0.0012856054335080673 -0.00088846459820992772 0.00066513520288311642 -0.0014067785930916574 0.00051782473395880178 0.000632246744046071 -0.0009627025118485353 0.00081963155236342673
leaf_weight=282 78 50 56 47 81 68 77 69 51 49 90 52 82 88 53 47 55 132 1560 73 88 48 53 46 150 62 87 87
leaf_count=282 78 50 56 47 81 68 77 69 51 49 90 52 82 88 53 47 55 132 1560 73 88 48 53 46 150 62 87 87
internal_value=0 -0.000431688 -0.00081468 -0.000252648 3.15678e-05 0.000101575 0.000432936 0.00135894 1.18373e-05 0.000352038 -0.000322167 -0.000706858 2.66457e-05 0.000568825 -2.10576e-05 -0.000850109 2.41691e-05 0.00052388 -3.27273e-05 -0.000150788 -0.000303311 0.000111378 -0.000138979 -0.000229851 -0.000102635 -5.3083e-05 -0.000248169 0.000206244
internal_weight=0 231 181 125 3530 2554 469 146 323 220 139 103 2085 170 1915 100 1815 187 1628 976 619 357 531 478 432 284 222 135
internal_count=3761 231 181 125 3530 2554 469 146 323 220 139 103 2085 170 1915 100 1815 187 1628 976 619 357 531 478 432 284 222 135
is_linear=0
shrinkage=0.0995203


Tree=5261
num_leaves=23
num_cat=0
split_feature=6 3 3 27 8 8 17 5 3 26 17 30 17 5 8 8 18 18 5 26 18 26
split_gain=0.00399169 0.0115344 0.0116884 0.00424796 0.00391446 0.0056317 0.0148932 0.0385076 0.00792227 0.0106085 0.00438887 0.00410255 0.00395371 0.0132239 0.00790907 0.00331247 0.00458317 0.0152447 0.00567615 0.00546119 0.0061037 0.00328755
threshold=0.12241500000000002 0.14530500000000005 0.10871500000000002 0.11470500000000003 -0.087444999999999995 -0.083504999999999982 0.0036400000000000009 -0.021739999999999999 0.089810000000000015 0.088435000000000027 0.12576000000000004 0.098380000000000009 -0.0042049999999999995 -0.082635 -0.068099999999999994 -0.51030999999999993 -0.011835 -0.025879999999999997 -0.0080599999999999995 0.094025000000000011 0.10665500000000003 0.10439000000000002
decision_type=2 2 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 15 6 8 10 9 -6 -8 12 13 -7 -14 -1 17 18 -17 20 -18 -21
right_child=1 -3 -4 -5 5 11 7 -9 -10 -11 -12 -13 14 -15 -16 16 19 -19 -20 21 -22 -23
leaf_value=0.00045641190935599468 -0.00021765892968043563 0.00084498508894377956 -0.0021314328778077986 0.00088661959570356141 -0.00056926088757307833 -0.0011254180275400657 0.00071541033527015418 0.0033962682307695754 0.00098338790552820977 0.0010089124509505745 -0.00064451766394257772 -0.00087422941956342634 0.00057230034783328136 1.8642392195858457e-05 -5.4196250884084159e-05 -0.00081911879951539505 -0.00011468882078601494 -0.0020808401049541817 0.00051960134547227206 0.0010880421767773384 -0.0011556623650740179 5.4563938925648127e-05
leaf_weight=79 89 50 50 56 203 110 46 52 66 53 48 51 333 1095 493 56 515 53 71 53 63 76
leaf_count=79 89 50 50 56 203 110 46 52 66 53 48 51 333 1095 493 56 515 53 71 53 63 76
internal_value=0 -0.000442826 -0.000911957 2.64522e-05 1.25193e-05 7.73659e-05 0.000389344 0.00122314 8.74556e-06 -0.000239332 1.22703e-05 6.84519e-06 2.93727e-05 -8.51153e-05 0.000197383 -0.000157812 -0.000213441 -0.000662575 -6.42547e-05 -9.79346e-05 -0.000229568 0.000485517
internal_weight=0 189 139 3572 3516 2550 468 146 322 256 94 2082 2031 1205 826 966 887 180 127 707 578 129
internal_count=3761 189 139 3572 3516 2550 468 146 322 256 94 2082 2031 1205 826 966 887 180 127 707 578 129
is_linear=0
shrinkage=0.0995203


Tree=5262
num_leaves=23
num_cat=0
split_feature=12 2 8 6 8 17 1 26 2 8 8 1 4 18 3 3 3 6 18 3 21 2
split_gain=0.00336412 0.00326578 0.0029524 0.00507387 0.00665919 0.0200386 0.028929 0.00878989 0.0057986 0.0123275 0.00976859 0.00500105 0.00717172 0.00642405 0.00364831 0.00637667 0.00608615 0.00962724 0.00370747 0.00908066 0.00344212 0.00388393
threshold=0.098385000000000028 -0.24206999999999998 -0.087444999999999995 0.10165000000000003 -0.083294999999999994 0.0036400000000000009 -0.0088199999999999997 0.088435000000000027 -0.082084999999999991 -0.080924999999999983 -0.07743499999999999 -0.50388999999999995 0.085990000000000025 -0.099739999999999995 0.099950000000000025 0.10583000000000002 0.090905000000000027 -0.03252 0.10085500000000001 0.11926500000000002 0.086155000000000023 -0.078994999999999996
decision_type=2 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 14 4 5 7 -7 -4 -5 -10 -11 12 -6 -13 16 -16 20 -18 19 -17 21 -3
right_child=-2 2 3 8 11 6 -8 -9 9 10 -12 13 -14 -15 15 18 17 -19 -20 -21 -22 -23
leaf_value=-0.00081929209089295983 -0.00080822310503105162 0.00013281437117807767 -0.00022021449956289012 0.00043772774009370936 -4.5234238489781642e-05 0.0027989796500970813 -4.5878998974289368e-05 0.0010822877788439068 -0.0019699810497250938 0.0010021745996724452 -0.00051988550331624815 -0.00039389182434996112 0.0016289875112502777 0.00010030735642420748 0.0012257168120970161 -0.00090349958865615842 2.6586422108607696e-05 -0.0017526941163037363 0.00074096755141981685 0.00030784784092103721 -0.00070247662185096271 -0.0006638440356082154
leaf_weight=46 50 357 258 90 53 75 66 64 46 53 194 319 47 1419 46 104 56 63 51 148 83 73
leaf_count=46 50 357 258 90 53 75 66 64 46 53 194 319 47 1419 46 104 56 63 51 148 83 73
internal_value=0 1.35305e-05 2.42067e-05 7.83948e-05 0.000134454 0.000471983 0.00146154 3.61257e-05 -0.00025626 -0.000472224 -0.000189975 4.89832e-05 0.000733464 9.12889e-06 -0.000123216 0.000133491 -0.00026627 -0.000908507 -2.96233e-05 -0.000188825 -0.000115695 -5.28565e-07
internal_weight=0 3711 3665 2684 2301 463 141 322 383 293 247 1838 100 1738 981 349 632 119 303 252 513 430
internal_count=3761 3711 3665 2684 2301 463 141 322 383 293 247 1838 100 1738 981 349 632 119 303 252 513 430
is_linear=0
shrinkage=0.0995203


Tree=5263
num_leaves=22
num_cat=0
split_feature=6 1 6 3 2 2 17 0 18 10 3 18 20 0 1 2 3 2 8 8 18
split_gain=0.00281765 0.0122938 0.0137592 0.00864675 0.0030015 0.00946002 0.025589 0.0250073 0.00480087 0.00653946 0.0133613 0.00590446 0.0104022 0.00470663 0.00475228 0.00454481 0.00441289 0.00411104 0.0036282 0.00979201 0.00942999
threshold=0.11816500000000002 -0.07002499999999999 0.13225500000000004 0.11275500000000002 -0.087359999999999993 -0.085804999999999992 -0.011174999999999999 -0.083995 -0.060544999999999995 0.09056500000000002 0.11089500000000001 -0.10387 -0.079725000000000004 0.061855000000000014 -0.090374999999999997 -0.085374999999999993 0.090050000000000033 -0.084869999999999987 -0.087374999999999994 -0.086304999999999993 -0.011569999999999999
decision_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 8 6 7 -6 11 10 13 16 -13 14 -10 -7 -1 -17 20 -20 -19
right_child=1 2 3 -5 5 15 -8 -9 9 -11 -12 12 -14 -15 -16 17 -18 18 19 -21 -22
leaf_value=-0.0006880842995279936 -0.0015747393026854491 0.001371490271099363 -0.0014189636539563041 0.00029177432998731928 -0.0013224208601267141 -0.00090809294643649308 0.0024505472200316058 0.0013992156402558738 -0.00047308910919227192 0.0010192188822598185 -0.0015986147284678827 -5.891454162790312e-06 -0.0016677244882902147 0.0010205463721703601 0.00034418427203271681 0.00084115161672793667 0.00043838480998150856 -0.0010567811637840832 0.0011417820971273364 4.5415516122539995e-05 -2.2001122920179164e-05
leaf_weight=57 59 56 56 60 70 51 60 64 129 60 51 71 81 50 155 62 87 101 85 1643 653
leaf_count=57 59 56 56 60 70 51 60 64 129 60 51 71 81 50 155 62 87 101 85 1643 653
internal_value=0 -0.000334386 8.63253e-05 -0.000527042 2.43588e-05 7.18607e-05 0.000742336 -1.64256e-05 -0.000153326 5.16206e-05 -9.70477e-05 -0.000464203 -0.000896859 0.000129783 -2.41595e-05 2.1421e-05 -1.82439e-06 4.0377e-05 2.00439e-05 9.98194e-05 -0.000161698
internal_weight=0 231 172 116 3530 2789 194 134 741 445 385 296 152 334 284 2595 144 2544 2482 1728 754
internal_count=3761 231 172 116 3530 2789 194 134 741 445 385 296 152 334 284 2595 144 2544 2482 1728 754
is_linear=0
shrinkage=0.0995203


Tree=5264
num_leaves=12
num_cat=0
split_feature=4 24 23 4 4 4 3 3 6 4 6
split_gain=0.0156088 0.00545013 0.00630136 0.00677946 0.0153728 0.00667449 0.00525008 0.0101222 0.00525742 0.0037389 0.00620456
threshold=0.15615500000000004 0.084270000000000025 -0.046924999999999994 0.10495500000000003 0.10713500000000002 0.10252500000000002 0.13345500000000002 0.11225500000000002 -0.09007999999999998 0.09939000000000002 0.12241500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 9 7 -6 -8 10 -4
right_child=-2 -3 3 4 6 -7 8 -9 -10 -11 -12
leaf_value=-0.00088976174531740445 0.001743077934327177 0.00085209110788170631 -8.1354149339314465e-06 0.0020122483212464772 -0.00011421172961923636 -0.0010933908385912529 0.00026303752273559036 0.0010830053330782648 -0.00096334645485436176 0.00081187373553437945 -0.00071953245178228362
leaf_weight=79 52 74 2833 50 158 59 69 124 68 52 127
leaf_count=79 52 74 2833 50 158 59 69 124 68 52 127
internal_value=0 6.47364e-06 -1.0591e-05 8.79762e-06 0.000361411 -4.47866e-05 0.00016246 0.000409321 -0.000339703 -2.39744e-05 -3.89348e-05
internal_weight=0 3693 3619 3540 469 3071 419 282 137 3012 2960
internal_count=3745 3693 3619 3540 469 3071 419 282 137 3012 2960
is_linear=0
shrinkage=0.0995203


Tree=5265
num_leaves=13
num_cat=0
split_feature=30 18 18 7 20 0 26 9 23 18 17 17
split_gain=0.0149858 0.00410009 0.0139592 0.00496013 0.00463407 0.0104411 0.00876187 0.0150921 0.00406132 0.00280329 0.00269764 0.00861064
threshold=-1.0000000180025095e-35 -0.1394 -0.15202999999999997 0.083320000000000019 -0.076005000000000003 -0.068899999999999989 0.097125000000000031 0.095415000000000014 -0.022119999999999997 -0.117225 -0.56005499999999986 -0.54752499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 8 5 -2 7 -6 -3 -10 -11 -12
right_child=1 3 -4 -5 6 -7 -8 -9 9 10 11 -13
leaf_value=0.0017936443089817677 0.00054826394616000593 0.00069496131815977903 0.0019480928817593587 -0.00083937261081880321 -1.4683251359844981e-05 -0.0012805197199657391 -0.00068720787813602278 0.002273098263501634 -0.00078236839654075626 -0.00058602080990550044 0.001321854498671118 -2.1574738651208297e-05
leaf_weight=47 60 79 46 73 71 63 49 47 48 80 48 3034
leaf_count=47 60 79 46 73 71 63 49 47 48 80 48 3034
internal_value=0 5.05224e-06 0.000336717 -2.7851e-05 7.82959e-05 -0.000381775 0.000422052 0.000889615 -9.59018e-06 -2.71846e-05 -1.54619e-05 -3.8613e-07
internal_weight=0 3698 336 3362 290 123 167 118 3289 3210 3162 3082
internal_count=3745 3698 336 3362 290 123 167 118 3289 3210 3162 3082
is_linear=0
shrinkage=0.0995203


Tree=5266
num_leaves=13
num_cat=0
split_feature=29 24 4 4 4 8 2 21 4 4 22 1
split_gain=0.0133283 0.00342088 0.00402919 0.0143425 0.00599097 0.00552482 0.00651374 0.0109524 0.00498845 0.005588 0.0049784 0.00474054
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 8 -5 10 -8 9 11 -7 -3
right_child=-2 2 3 5 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.00083306578843635984 0.0015351154774967085 0.0007479164998251272 0.0018326859072363454 -0.00083442777998821724 -0.00098506418901850106 -0.0002047138157042751 0.00182551131271863 -1.2350872101582773e-05 0.00094493606032098828 -0.00089509627298683806 0.00079713477429797818 -2.8924656210709445e-05
leaf_weight=48 57 80 52 56 64 270 58 70 53 72 60 2805
leaf_count=48 57 80 52 56 64 270 58 70 53 72 60 2805
internal_value=0 1.35289e-06 1.25811e-05 0.000256756 -3.21112e-05 9.57302e-05 0.000211249 0.000814035 -1.15771e-05 -2.89981e-05 -2.00788e-05 -7.09937e-06
internal_weight=0 3688 3640 566 3074 514 458 128 3010 2957 330 2885
internal_count=3745 3688 3640 566 3074 514 458 128 3010 2957 330 2885
is_linear=0
shrinkage=0.0995203


Tree=5267
num_leaves=11
num_cat=0
split_feature=30 26 27 21 27 27 3 29 17 24
split_gain=0.0124881 0.00343434 0.00919052 0.00486362 0.00320789 0.00363412 0.00595156 0.00502645 0.00986817 0.00381396
threshold=-1.0000000180025095e-35 -0.23202999999999999 0.11470500000000003 0.09865500000000002 0.10530500000000002 0.092265000000000028 0.11523000000000001 -0.08294 -0.082354999999999998 0.084270000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 5 7 -7 8 -3 -9
right_child=1 2 -4 -5 -6 6 -8 9 -10 -11
leaf_value=0.0016344245051168767 -0.0010904805735345231 0.00017111000597405212 0.0013452899647435337 0.00023018725098352408 -0.00077617256180979811 0.0013024976582940628 -0.00020136534860873759 2.7351642581744082e-07 -0.001776892640827173 0.00080799039891235158
leaf_weight=47 66 57 51 46 52 55 48 3218 46 59
leaf_count=47 66 57 51 46 52 55 48 3218 46 59
internal_value=0 1.68307e-06 1.88531e-05 -0.000540754 -5.20765e-08 1.13001e-05 0.000593721 -6.20602e-06 -0.000690924 1.50657e-05
internal_weight=0 3698 3586 112 3535 3483 103 3380 103 3277
internal_count=3745 3698 3586 112 3535 3483 103 3380 103 3277
is_linear=0
shrinkage=0.0995203


Tree=5268
num_leaves=35
num_cat=0
split_feature=21 17 1 18 9 9 26 26 1 17 11 18 18 0 0 0 21 1 21 5 29 0 3 5 0 0 0 21 21 21 26 18 5 3
split_gain=0.00930286 0.00668397 0.0175621 0.0378148 0.00891024 0.0079559 0.00786217 0.0271907 0.0103077 0.0156035 0.00754504 0.00846278 0.0142705 0.00583621 0.0190048 0.00771992 0.00546925 0.0403025 0.015599 0.00524938 0.00521785 0.00464886 0.0141202 0.012531 0.0120049 0.00788891 0.00494518 0.0042857 0.00733059 0.00602156 0.01068 0.009504 0.00477199 0.00308762
threshold=0.083050000000000027 0.41435500000000008 -0.068094999999999989 -0.020999999999999998 0.084115000000000009 0.084485000000000018 0.080935000000000021 0.083705000000000016 -0.01538 -0.011809999999999999 -0.084384999999999988 -0.14734 -0.091109999999999983 -0.088084999999999983 -0.093765000000000001 -0.086944999999999995 0.093835000000000016 0.05340000000000001 0.095970000000000014 -0.017704999999999995 -0.077709999999999987 -0.09937 0.10850000000000003 -0.13955999999999999 -0.15137999999999999 -0.092724999999999988 -0.084269999999999998 0.091085000000000013 0.090095000000000022 0.087625000000000022 0.086215000000000028 0.088635000000000019 -0.056974999999999998 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 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 10 -8 9 -9 -1 -12 -13 14 33 -15 17 27 -18 -17 -20 22 23 -22 -24 -23 -27 28 29 31 -31 -2 -29 -7
right_child=16 2 3 -5 5 13 7 8 -10 -11 11 12 -14 15 -16 19 18 -19 20 -21 21 25 24 -25 -26 26 -28 32 -30 30 -32 -33 -34 -35
leaf_value=-0.0013398443449577243 4.3862631352940286e-05 0.00058552779710781451 -0.0036460163455761742 0.00023532963497244826 0.0011054163421309795 0.00060754292862184823 -0.0030276378583574321 -4.970787219207421e-05 0.00052817122087695087 -0.0020391101471587468 0.00126364456150833 -0.0014604456885408358 0.00012193225896092597 0.0013033267228417631 -0.0021231495062789588 0.00023983973596677124 -0.0016658304560773064 0.0029122662338157395 -0.00081670519784338657 -0.00018196301914684336 0.0002706264524673914 -0.00096567969648066155 -0.001402959839847341 0.002579753631581313 0.00081068758460210505 0.00085824170396481996 2.2268789904319455e-05 -0.0010814038490938684 0.0014424323211725653 -0.0012052227165145876 0.00068241514183649287 0.0016919677782196347 0.00027552927765805974 -0.00031485676830700224
leaf_weight=47 145 57 47 52 64 60 46 100 81 65 46 69 307 47 54 520 52 57 55 667 46 68 46 49 51 87 372 56 46 74 49 46 46 89
leaf_count=47 145 57 47 52 64 60 46 100 81 65 46 69 307 47 54 520 52 57 55 667 46 68 46 49 51 87 372 56 46 74 49 46 46 89
internal_value=0 -0.000164593 -0.000795599 -0.00159906 -0.000120714 1.94075e-05 -0.000398165 -0.000804182 -0.000385086 -0.000838374 -0.000143633 -8.46599e-06 -0.000166274 -2.83907e-05 -0.00052325 5.23531e-05 0.000161779 0.000414962 1.70517e-06 2.13033e-06 0.000114794 0.000187187 0.000606689 0.00147027 -0.000230644 3.27985e-05 0.000182505 0.000105081 0.000267866 9.31883e-05 -0.000446581 0.000445075 -0.000461428 5.10853e-05
internal_weight=0 2418 156 99 2262 1501 761 292 246 165 469 422 376 1437 203 1234 1345 519 826 1187 774 719 192 95 97 527 459 462 360 314 123 191 102 149
internal_count=3763 2418 156 99 2262 1501 761 292 246 165 469 422 376 1437 203 1234 1345 519 826 1187 774 719 192 95 97 527 459 462 360 314 123 191 102 149
is_linear=0
shrinkage=0.0995203


Tree=5269
num_leaves=26
num_cat=0
split_feature=21 8 4 8 5 26 8 5 21 1 21 21 1 5 8 10 6 29 0 6 0 8 8 26 26
split_gain=0.00764197 0.00741709 0.00562514 0.00613221 0.0132326 0.0254174 0.00996711 0.0163054 0.00520359 0.031041 0.0126503 0.00638163 0.00499332 0.00738779 0.00674024 0.00481716 0.00551133 0.00423482 0.00377303 0.00913693 0.00639954 0.0050565 0.00385376 0.00362112 0.00123902
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decision_type=2 2 2 2 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 -3 7 -5 9 11 -10 -2 13 -13 -15 16 -8 -12 19 22 -20 -22 -19 -6 -7
right_child=8 2 -4 6 23 24 15 -9 10 -11 17 12 -14 14 -16 -17 -18 18 20 -21 21 -23 -24 -25 -26
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leaf_weight=68 80 47 77 63 61 46 410 46 52 55 55 59 91 102 81 47 1510 78 68 52 199 260 62 46 48
leaf_count=68 80 47 77 63 61 46 410 46 52 55 55 59 91 102 81 47 1510 78 68 52 199 260 62 46 48
internal_value=0 -0.000145684 -0.000116277 -0.000144298 -0.000612578 -0.00124672 -8.79629e-05 0.000837307 0.000152752 0.000417893 1.53548e-06 0.000120039 -6.94233e-05 -0.000307923 0 -0.000139652 -0.000114811 0.000103475 0.000168785 0.000546736 2.95344e-05 0.000164519 0.000122009 0.000215412 -0.000292268
internal_weight=0 2469 2401 2324 248 141 2076 109 1294 468 826 413 333 242 183 1967 1920 774 719 192 527 459 140 107 94
internal_count=3763 2469 2401 2324 248 141 2076 109 1294 468 826 413 333 242 183 1967 1920 774 719 192 527 459 140 107 94
is_linear=0
shrinkage=0.0995203


Tree=5270
num_leaves=22
num_cat=0
split_feature=19 21 21 0 0 21 10 18 20 6 10 0 18 9 1 9 21 21 26 26 5
split_gain=0.00769669 0.00591868 0.0196602 0.00519867 0.023874 0.00890983 0.00644373 0.00515291 0.00479784 0.0110504 0.00478465 0.00483443 0.00758163 0.00745761 0.00379639 0.00727184 0.0161661 0.00528618 0.00479472 0.00496909 0.00374272
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decision_type=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 8 10 14 9 -1 11 12 -5 -13 18 16 -16 -17 -4 -20 -10
right_child=-2 2 7 6 -6 -7 -8 -9 20 -11 -12 13 -14 -15 15 17 -18 -19 19 -21 -22
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leaf_weight=64 58 86 46 60 60 46 52 70 193 53 91 1911 55 101 92 110 91 140 261 61 62
leaf_count=64 58 86 46 60 60 46 52 70 193 53 91 1911 55 101 92 110 91 140 261 61 62
internal_value=0 -2.06106e-05 0.000192255 -9.50397e-05 -0.000393488 -0.000124944 -3.1834e-05 4.95464e-05 3.44809e-05 0.000564001 -5.78924e-06 -3.6389e-05 0.000590408 -7.26218e-05 0.000121987 -7.61952e-05 -0.000554356 0.000270544 0.0003574 0.000494557 -0.000205265
internal_weight=0 3705 957 2748 478 418 2270 871 372 117 2218 2127 115 2012 801 433 183 250 368 322 255
internal_count=3763 3705 957 2748 478 418 2270 871 372 117 2218 2127 115 2012 801 433 183 250 368 322 255
is_linear=0
shrinkage=0.0995203


Tree=5271
num_leaves=20
num_cat=0
split_feature=19 21 21 26 10 21 1 21 1 9 18 19 5 9 0 29 0 5 5
split_gain=0.00623933 0.00489075 0.0215032 0.00460979 0.00776074 0.00659607 0.00741113 0.00667684 0.0132887 0.00891647 0.00417689 0.0032966 0.00374513 0.00387075 0.00255602 0.00356037 0.00234714 0.00149859 0.00321546
threshold=0.13950000000000004 0.090585000000000013 0.091635000000000022 -0.074359999999999996 0.090005000000000016 0.087625000000000022 0.0022300000000000006 0.084795000000000023 -0.0024449999999999997 0.084115000000000009 0.14808000000000004 -0.031244999999999998 -0.50749999999999995 0.092150000000000024 -0.10287 -0.081409999999999996 -0.059114999999999994 -0.091729999999999992 -0.0070049999999999999
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 14 5 7 -7 9 -9 -5 11 -4 -13 -14 -1 16 -16 -17 -19
right_child=-2 2 10 4 -6 6 -8 8 -10 -11 -12 12 13 -15 15 17 -18 18 -20
leaf_value=-0.00022649989518382159 -0.0010593806874825155 0.0018957891124308263 -0.00053492559275907913 -0.00042216829149692919 -0.0014175895711245853 -0.001460684956693314 9.7546990049389521e-05 -0.0003675499309726424 0.0018017684227842987 2.2554071867044936e-05 -0.00069128949810359558 -0.00044397928723878679 5.3385472461849298e-05 0.0005531069651996287 -0.0004908237088713821 0.0011604392693371946 0.00038776579395900779 -0.00014066728112153862 0.00093656003377580216
leaf_weight=86 58 67 71 637 46 73 50 57 54 1483 70 85 385 260 56 50 65 46 64
leaf_count=86 58 67 71 637 46 73 50 57 54 1483 70 85 385 260 56 50 65 46 64
internal_value=0 -1.86474e-05 0.000177454 -8.54208e-05 -0.000135871 -0.000110477 -0.000820602 -7.09591e-05 0.000680419 -0.000110686 4.43349e-05 0.000109644 0.000173456 0.000256093 0.000242268 0.000388647 -1.20887e-05 0.00069682 0.000478641
internal_weight=0 3705 938 2767 2400 2354 123 2231 111 2120 871 801 730 645 367 281 121 160 110
internal_count=3763 3705 938 2767 2400 2354 123 2231 111 2120 871 801 730 645 367 281 121 160 110
is_linear=0
shrinkage=0.0995203


Tree=5272
num_leaves=21
num_cat=0
split_feature=17 0 3 18 18 18 1 0 3 0 18 18 26 20 17 3 29 17 3 2
split_gain=0.0100946 0.0217622 0.00841499 0.0288626 0.0383258 0.0107117 0.00708552 0.00760922 0.00526359 0.00824426 0.0042029 0.00734085 0.00434733 0.0100658 0.0064052 0.00380765 0.0027779 0.00263425 0.00254665 0.00329835
threshold=0.51544000000000012 -0.080500000000000002 0.083955000000000016 -0.020389999999999998 -0.097059999999999994 -0.0086449999999999982 0.41696500000000009 -0.063914999999999986 0.084550000000000028 -0.087084999999999982 0.10085500000000001 0.09679500000000002 0.090095000000000022 -0.058504999999999995 0.07134500000000002 0.084795000000000023 -1.0000000180025095e-35 0.056905000000000011 -0.025279999999999997 -0.032624999999999994
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 -5 8 16 9 -4 11 15 13 -12 -14 -10 -8 18 -7 -20
right_child=1 -3 6 5 -6 17 7 -9 10 -11 12 -13 14 -15 -16 -17 -18 -19 19 -21
leaf_value=-1.8645995428809874e-05 -0.00020887652191193078 0.0024111268755397266 0.0001406891859496077 -0.0013776056310011624 0.003904981783500734 -0.00041588613669874235 0.00024866301773559716 -0.00050745176381006231 0.00065506980194796104 -0.0015196215029822816 0.0005393085535622831 -0.001385874799108159 0.00072776431294477588 -0.00079987014750044084 -0.00036464979003706613 -0.00017270946998031419 0.0012248154606304157 0.00081145499963015575 -0.00010765796977900648 0.00094089700822397792
leaf_weight=51 78 52 51 54 47 84 47 54 56 68 103 49 188 120 73 2304 86 50 75 48
leaf_count=51 78 52 51 54 47 84 47 54 56 68 103 49 188 120 73 2304 86 50 75 48
internal_value=0 0.000832828 -5.95905e-05 0.000364994 0.00185474 -0.000101812 -0.000114131 0.000479246 -0.000151242 -0.000801181 -0.000124225 -0.000178143 0.00014245 -0.000177655 0.000419087 -0.00015272 0.000886015 0.000163068 2.49778e-06 0.000294879
internal_weight=0 130 3608 409 98 311 3199 187 3012 119 2893 2409 484 223 261 2360 133 257 207 123
internal_count=3738 130 3608 409 98 311 3199 187 3012 119 2893 2409 484 223 261 2360 133 257 207 123
is_linear=0
shrinkage=0.0995203


Tree=5273
num_leaves=21
num_cat=0
split_feature=17 1 3 18 8 17 3 3 17 17 6 3 6 1 3 1 21 17 2 3
split_gain=0.00817298 0.0169933 0.00681092 0.0235987 0.00733899 0.0104452 0.0101108 0.00579576 0.00833145 0.0135432 0.0119194 0.0079098 0.00727033 0.00486135 0.00591717 0.0039372 0.00519319 0.00355083 0.00350983 0.00324227
threshold=0.51544000000000012 -0.021369999999999997 0.083955000000000016 -0.094389999999999988 -0.08569499999999998 -0.012064999999999999 0.081685000000000021 0.085505000000000012 -0.011809999999999999 -0.11741999999999998 0.087765000000000024 0.084550000000000028 0.085845000000000019 0.41696500000000009 0.12131500000000002 0.40780000000000011 -0.091869999999999993 -0.13530499999999998 -0.018864999999999996 0.14940500000000004
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 -5 18 8 9 -4 11 -10 -11 15 -15 16 -9 -18 -6 -16
right_child=1 -3 7 4 6 -7 -8 13 10 12 -12 -13 -14 14 19 -17 17 -19 -20 -21
leaf_value=0.0021167092282848737 0.0022621278404124745 -9.7470766780513202e-05 -0.0013277772068858878 -0.00034384328972093386 -0.00037781228144898228 0.0012040498409332401 -0.0016088163233766843 0.00076287931697751363 -0.0025293250684704106 0.001593663966015773 0.00026303321782331356 -0.00082191372672732346 -9.3043478136583965e-05 0.0014131512639306556 -0.00026362663705508776 -0.0009515777093290457 8.5855229422770194e-05 -0.00017259473063558983 0.00071088780640806814 0.00071537988381998859
leaf_weight=62 47 83 49 81 75 91 52 71 49 47 50 64 53 46 87 52 732 1845 48 54
leaf_count=62 47 83 49 81 75 91 52 71 49 47 50 64 53 46 87 52 732 1845 48 54
internal_value=0 0.000749318 -5.366e-05 0.000328271 6.36369e-06 0.000470341 -0.000444982 -0.000102747 -0.000510566 2.19636e-05 -0.00100238 -0.00156954 0.000691523 -5.83899e-05 0.000431551 -9.2626e-05 -7.54492e-05 -9.8864e-05 4.03909e-05 0.000105506
internal_weight=0 130 3608 409 347 172 175 3199 312 149 163 113 100 2887 187 2700 2648 2577 123 141
internal_count=3738 130 3608 409 347 172 175 3199 312 149 163 113 100 2887 187 2700 2648 2577 123 141
is_linear=0
shrinkage=0.0995203


Tree=5274
num_leaves=22
num_cat=0
split_feature=17 8 3 18 18 6 0 3 5 5 18 26 17 8 5 2 20 10 5 10 17
split_gain=0.00661608 0.0155747 0.00551787 0.0203983 0.0344176 0.00850318 0.00507218 0.00470541 0.00966629 0.0120937 0.0160782 0.0119004 0.00787651 0.00439563 0.00360005 0.00802881 0.0134629 0.00375203 0.00812827 0.00651394 0.00199594
threshold=0.51544000000000012 -0.077889999999999987 0.083955000000000016 -0.020389999999999998 -0.097059999999999994 0.086275000000000032 0.019150000000000004 0.085505000000000012 -0.0078499999999999976 -0.011204999999999998 -0.0086449999999999982 0.085855000000000029 -0.088734999999999994 -0.011315 -0.49053999999999998 -0.043929999999999997 -0.042414999999999994 0.09056500000000002 0.63455500000000009 0.082245000000000026 -0.07496499999999999
decision_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 6 13 8 9 10 -4 -12 -10 20 15 -9 -17 18 19 -16 -5
right_child=1 -3 7 5 -6 -7 -8 14 12 -11 11 -13 -14 -15 17 16 -18 -19 -20 -21 -22
leaf_value=-0.00022744555813103973 0.0016852867970299924 -0.00049193273032070923 0.00092953724704317772 -0.00041374293163931716 0.003491808108908586 -0.0013014386132859648 -0.00079399063177810613 -0.00039817885764736888 -0.00051369896366163089 -0.0021470904136263987 -0.0023170484438274747 -0.00014334027919059539 0.0012467274112087578 0.0011873233073007234 -0.00010313156685918135 -0.00019486208395440977 0.0017481581455925654 0.00079377569602316937 -0.0013593550611504643 0.00089028763556183235 0.00032638202585704492
leaf_weight=51 70 60 57 52 47 49 48 91 51 53 47 55 49 47 2492 68 72 47 50 67 115
leaf_count=51 70 60 57 52 47 49 48 91 51 53 47 55 49 47 2492 68 72 47 50 67 115
internal_value=0 0.000674119 -4.83198e-05 0.000295402 0.00154793 -9.66514e-05 0.000125547 -9.25214e-05 -0.000460016 -0.000841585 -0.000401267 -0.00115298 0.000340724 0.000335624 -5.25225e-05 0.000323573 0.000798558 -8.55408e-05 -0.000101695 -7.68018e-05 9.1022e-05
internal_weight=0 130 3608 409 98 311 262 3199 312 212 159 102 100 214 2887 231 140 2656 2609 2559 167
internal_count=3738 130 3608 409 98 311 262 3199 312 212 159 102 100 214 2887 231 140 2656 2609 2559 167
is_linear=0
shrinkage=0.0995203


Tree=5275
num_leaves=15
num_cat=0
split_feature=19 3 18 26 26 26 26 1 5 0 10 10 0 1
split_gain=0.0262488 0.00416612 0.0192431 0.0048158 0.0130385 0.00976893 0.00527155 0.00389902 0.00673486 0.00946229 0.00373689 0.00688376 0.00749233 0.00358071
threshold=0.14071500000000006 0.083955000000000016 -0.094389999999999988 0.091195000000000012 0.085855000000000029 0.082250000000000031 -0.019129999999999998 0.41696500000000009 -0.49053999999999998 -0.063914999999999986 0.09056500000000002 0.086165000000000019 0.12461500000000002 -0.50597999999999999
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 10 -9 -10 11 12 13 -3
right_child=-2 7 3 -5 -6 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=0.0018630194136652527 0.0022911482297771481 -0.00084641364507509031 0.00024148151953432381 0.00090821290753875599 -0.0015560583201058645 0.001368195361068325 -0.00079978343848116184 0.001115947597188972 0.00062488438007143041 -0.00118757081978358 0.00075304620166379141 -0.0012344011528272096 0.00081612347571435222 -0.0001185430677089188
leaf_weight=62 48 69 115 46 56 50 82 71 70 48 48 55 84 2834
leaf_count=62 48 69 115 46 56 50 82 71 70 48 48 55 84 2834
internal_value=0 -5.105e-05 0.00024711 -3.76112e-05 -0.000183904 0.000123878 -0.000187783 -8.86721e-05 0.000349052 -0.000105448 -0.00011571 -0.000129688 -0.000109072 -0.000136125
internal_weight=0 3690 411 349 303 247 197 3279 189 118 3090 3042 2987 2903
internal_count=3738 3690 411 349 303 247 197 3279 189 118 3090 3042 2987 2903
is_linear=0
shrinkage=0.0995203


Tree=5276
num_leaves=15
num_cat=0
split_feature=6 5 3 9 29 3 3 5 21 5 5 6 5 8
split_gain=0.00948056 0.00693876 0.00519142 0.0128546 0.0145758 0.00752089 0.00627923 0.00586996 0.00555124 0.00483628 0.021407 0.00539386 0.00392724 0.00339428
threshold=-0.53620499999999993 -0.54885499999999998 0.12212000000000002 0.11408000000000003 0.11485000000000002 0.11816500000000002 0.13547000000000003 0.012305000000000002 -0.091869999999999993 0.054660000000000007 0.066275000000000014 0.090845000000000023 -1.0000000180025095e-35 -0.062834999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 6 8 13 -8 -3 11 -11 -10 -7 -4
right_child=1 2 3 -5 -6 12 7 -9 9 10 -12 -13 -14 -15
leaf_value=-0.0013381913876092575 -0.00110137029504513 0.00080211408743642684 0.0014154707333579378 -0.00084509720809335196 0.0022339376669673738 -0.000262718282740447 0.00032662318576725331 -0.00089700397994983867 -4.8220700647366591e-05 -0.0016520199443775089 -5.3329860290359929e-05 0.00033261551584558107 -0.0015883697683269611 0.00027600042075040418
leaf_weight=55 58 79 62 76 46 46 138 54 1857 96 620 459 46 48
leaf_count=55 58 79 62 76 46 46 138 54 1857 96 620 459 46 48
internal_value=0 -2.13944e-05 -3.89855e-06 0.000323103 0.000580579 -4.74412e-05 0.000326032 -1.32584e-05 -2.09472e-05 -4.26624e-05 -0.000268823 2.69024e-05 -0.000934443 0.00092569
internal_weight=0 3685 3627 424 348 3203 302 192 3111 3032 716 2316 92 110
internal_count=3740 3685 3627 424 348 3203 302 192 3111 3032 716 2316 92 110
is_linear=0
shrinkage=0.0995203


Tree=5277
num_leaves=16
num_cat=0
split_feature=1 5 3 9 29 9 20 5 5 3 3 0 0 4 5
split_gain=0.00944549 0.00453797 0.00424208 0.010515 0.0115539 0.00919771 0.0069351 0.00554698 0.015288 0.00731863 0.00555487 0.00920132 0.0041273 0.00406564 0.00651203
threshold=0.62916000000000016 -0.54885499999999998 0.12212000000000002 0.11408000000000003 0.11485000000000002 -0.093949999999999992 -0.077394999999999992 0.054660000000000007 0.066275000000000014 0.095135000000000011 0.11693000000000002 -0.233955 -0.15034 0.10343500000000001 0.51775000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 -4 -7 10 9 -9 11 -3 -13 14 -10
right_child=-2 2 3 -5 -6 6 -8 8 13 -11 -12 12 -14 -15 -16
leaf_value=-0.0008628001934595182 -0.0014098230702408029 0.0014355588870292228 0.0015579535353050214 -0.00076099300744131423 0.0019824190675112848 0.0010261035178825797 -0.00023182834320337504 -0.002361309198554532 -0.00014347742446469018 -0.00060216349399710013 -0.00083031456191808148 -0.00047234168238388885 6.3787406821667043e-05 -0.0007247498346457901 0.00081845497448603216
leaf_weight=62 49 47 48 76 47 56 192 46 499 51 72 152 2171 91 81
leaf_count=62 49 47 48 76 47 56 192 46 499 51 72 152 2171 91 81
internal_value=0 -1.84958e-05 -3.84565e-06 0.000293725 0.000529811 0.000296394 4.892e-05 -4.29425e-05 -0.000276329 -0.00144484 3.01214e-05 5.66067e-05 2.83547e-05 -0.000106189 -7.72711e-06
internal_weight=0 3691 3629 419 343 296 248 3210 768 97 2442 2370 2323 671 580
internal_count=3740 3691 3629 419 343 296 248 3210 768 97 2442 2370 2323 671 580
is_linear=0
shrinkage=0.0995203


Tree=5278
num_leaves=11
num_cat=0
split_feature=6 27 4 5 25 6 5 3 20 6
split_gain=0.00631918 0.00482814 0.00683472 0.00380176 0.00292469 0.00431939 0.015362 0.00581282 0.00806763 0.00466808
threshold=-0.53620499999999993 0.10262500000000002 0.12498500000000003 -0.54885499999999998 0.096120000000000025 -0.25061999999999995 -0.43873000000000001 0.14530500000000005 -0.049534999999999996 0.14653500000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5 9 -9 -7
right_child=1 2 -4 4 -6 7 -8 8 -10 -11
leaf_value=-0.0010924452940362297 -0.00084572281550007527 2.4761996624602743e-05 0.0015543962618228139 0.00049657331473531468 0.00068062678718739343 -1.9839275373772021e-05 -0.0016942001934644232 -0.00018373646075624427 0.0015180706528492892 -0.00075943959381052657
leaf_weight=55 57 81 46 62 57 3122 64 52 57 87
leaf_count=55 57 81 46 62 57 3122 64 52 57 87
internal_value=0 -1.73023e-05 0.000585249 -3.90399e-05 -2.56725e-05 -3.75998e-05 -0.000609704 -1.56276e-05 0.000698689 -4.01459e-05
internal_weight=0 3685 127 3558 3501 3444 126 3318 109 3209
internal_count=3740 3685 127 3558 3501 3444 126 3318 109 3209
is_linear=0
shrinkage=0.0995203


Tree=5279
num_leaves=11
num_cat=0
split_feature=1 9 2 10 1 2 2 2 1 4
split_gain=0.00649624 0.0034036 0.00455638 0.00335081 0.00385605 0.00891124 0.0260608 0.0104582 0.00646995 0.00361661
threshold=0.62916000000000016 -0.26414499999999996 0.31852000000000008 0.09056500000000002 -0.083284999999999984 -0.084869999999999987 -0.081864999999999993 -0.085944999999999994 -0.082195000000000004 0.12631500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3 -6 -10
right_child=-2 2 -4 -5 8 6 -8 -9 9 -11
leaf_value=0.00076185399485926891 -0.0011685911292716744 -8.8720953162576893e-05 -0.00090186048690709276 0.00061230589065841253 0.0010567566054844291 -0.0017260247031482372 -9.8456418775456489e-06 0.0013074600882818088 -1.7760198334612042e-05 0.00050983786998163195
leaf_weight=55 49 460 58 83 60 128 281 60 2370 136
leaf_count=55 49 460 58 83 60 128 281 60 2370 136
internal_value=0 -1.46779e-05 -2.66492e-05 -1.22331e-05 -2.7299e-05 -0.000201163 -0.00054894 7.08027e-05 3.5328e-05 1.05458e-05
internal_weight=0 3691 3636 3578 3495 929 409 520 2566 2506
internal_count=3740 3691 3636 3578 3495 929 409 520 2566 2506
is_linear=0
shrinkage=0.0995203


Tree=5280
num_leaves=18
num_cat=0
split_feature=6 38 26 21 5 5 5 3 21 26 5 3 3 4 4 29 0
split_gain=0.0242259 0.00630553 0.00503347 0.00665004 0.00991269 0.014961 0.0140368 0.0107729 0.00782573 0.00754877 0.00669979 0.00582069 0.0110249 0.00545428 0.00995604 0.00634641 0.00398888
threshold=0.23663500000000004 -0.082614999999999994 0.086130000000000026 0.098250000000000018 -0.093384999999999982 -0.14118999999999998 -0.082179999999999989 0.094970000000000013 0.10343500000000001 0.088015000000000024 0.26760500000000004 0.098755000000000023 0.11225500000000002 0.14039500000000002 0.13491500000000003 0.097705000000000028 -0.085605000000000001
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 7 9 -4 -5 -6 -8 -10 -13 14 15 16 -3
right_child=-2 2 3 8 6 -7 10 -9 11 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.001061529930858346 -0.0021495480327439666 0.00029451872927720109 0.00070341696129969556 0.0014112385992621074 -0.00012286778748085594 -0.0018272772966166366 -0.00015188761814557524 -0.00093355706441273123 0.00075767578148098222 0.0014169758380676491 -0.0012449876303393722 -0.0014872582635613407 0.00024769536116201401 0.00088775806579297794 -0.0011627759282175291 -0.00099329634147634076 -1.6615830544154785e-05
leaf_weight=56 52 903 71 52 48 88 1037 90 83 87 59 51 124 86 62 49 736
leaf_count=56 52 903 71 52 48 88 1037 90 83 87 59 51 124 86 62 49 736
internal_value=0 1.35221e-05 -2.43764e-06 -0.000121411 -0.000209526 -0.000782643 -9.29335e-05 -0.000206577 0.000296626 0.000863412 -0.000211478 6.88028e-05 -0.000253242 0.000113109 7.45723e-05 0.000120505 0.000154303
internal_weight=0 3682 3626 1790 1480 249 1231 161 310 135 1096 258 175 1836 1750 1688 1639
internal_count=3734 3682 3626 1790 1480 249 1231 161 310 135 1096 258 175 1836 1750 1688 1639
is_linear=0
shrinkage=0.0995203


Tree=5281
num_leaves=11
num_cat=0
split_feature=20 13 38 9 20 0 18 2 2 2
split_gain=0.0204409 0.00718527 0.00663458 0.00726957 0.00454957 0.00599716 0.00537932 0.00440444 0.0129669 0.00811723
threshold=-0.41270499999999993 0.089365000000000014 -0.083495 -0.37999999999999995 -0.080324999999999994 -0.19631499999999999 -0.037059999999999989 -0.079739999999999991 -0.081055000000000002 -0.078994999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 8 -6 -9
right_child=1 -3 3 4 7 6 -8 9 -10 -11
leaf_value=-0.0020997918114934945 0.0011574536811458035 0.0012337174630746544 -0.0012368849576653448 0.0013094920710238086 -7.3924824804620171e-05 0.00044554393521711486 -0.00012012026771051082 0.0011743723527927947 -0.0010104534307744919 9.8357364355811974e-06
leaf_weight=46 48 47 48 47 1212 311 355 62 167 1391
leaf_count=46 48 47 48 47 1212 311 355 62 167 1391
internal_value=0 1.10109e-05 -4.54759e-06 -2.0299e-05 -3.59523e-06 0.000220852 0.000142797 -6.03924e-05 -0.000187934 6.00903e-05
internal_weight=0 3688 3641 3593 3545 713 666 2832 1379 1453
internal_count=3734 3688 3641 3593 3545 713 666 2832 1379 1453
is_linear=0
shrinkage=0.0995203


Tree=5282
num_leaves=16
num_cat=0
split_feature=6 2 1 4 6 6 3 3 3 4 6 4 10 1 6
split_gain=0.0177532 0.00463268 0.00722567 0.00640038 0.00592127 0.00735372 0.00674186 0.017468 0.00876562 0.00868383 0.0170106 0.0115791 0.00542635 0.00793617 0.00765311
threshold=0.23663500000000004 -0.067815 -0.50954999999999984 0.10801000000000002 0.12638500000000005 0.10538000000000002 0.10525500000000003 0.10850000000000003 0.11252000000000002 0.085720000000000018 -0.097850000000000006 0.089610000000000009 0.087405000000000024 -0.34140499999999996 -0.14765999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 5 6 9 -8 -9 10 -3 -11 13 -4 -15
right_child=-2 4 3 -5 -6 -7 7 8 -10 11 -12 -13 -14 14 -16
leaf_value=0.0011315143360693164 -0.0018393733554591491 0.00127699950576578 -0.001363308958939121 -0.00091243884623977477 0.0010033349571170224 -0.0010270764413494789 -0.0016455452366355506 0.0013633464740822727 -1.7310490299994207e-05 0.0021760790311428041 -0.00053455564281539882 0.00049986186152280079 0.0008186461082809566 -0.0010308328384124525 -2.0651965549892992e-05
leaf_weight=49 52 73 47 90 80 53 62 51 416 51 173 217 68 77 2175
leaf_count=49 52 73 47 90 80 53 62 51 416 51 173 217 68 77 2175
internal_value=0 1.2308e-05 -6.39241e-05 -8.80979e-05 0.000175451 0.000114275 0.000173057 -7.50365e-05 0.000131715 0.000429984 0 0.000821898 -5.64083e-05 -8.26468e-05 -5.55554e-05
internal_weight=0 3682 2506 2457 1176 1096 1043 529 467 514 246 268 2367 2299 2252
internal_count=3734 3682 2506 2457 1176 1096 1043 529 467 514 246 268 2367 2299 2252
is_linear=0
shrinkage=0.0995203


Tree=5283
num_leaves=22
num_cat=0
split_feature=21 9 9 26 26 0 9 20 9 20 9 17 17 29 1 3 21 21 21 21 3
split_gain=0.0152204 0.00496358 0.00602659 0.0178632 0.0100812 0.0204076 0.00979138 0.00518301 0.00900636 0.00841553 0.0102043 0.0185386 0.00819189 0.00708047 0.00733409 0.00702642 0.00511907 0.00907518 0.00866305 0.00866124 0.00527636
threshold=-0.096850000000000006 0.084595000000000017 0.085665000000000033 0.087395000000000014 0.085570000000000021 -0.088174999999999989 0.08597500000000001 -0.054979999999999994 0.084380000000000024 -0.070634999999999989 0.083925000000000013 0.048755000000000014 0.24923500000000007 -0.082099999999999992 -0.08616 0.10871500000000002 0.095375000000000029 0.09865500000000002 0.092775000000000024 0.10384500000000002 0.11523000000000001
decision_type=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 5 -3 -4 9 12 10 11 15 13 -9 -15 -2 18 -18 20 -19 -8
right_child=1 2 6 -5 -6 -7 16 8 -10 -11 -12 -13 -14 14 -16 -17 17 19 -20 -21 -22
leaf_value=-0.0013054097832741263 0.00071965033471492674 0.00097757230259668828 0.0012974233523787284 -0.0019210155838178704 0.0011194194141574479 -0.0015077367118232895 -0.00015568188752539553 0.00088339946791064436 0.0013809897612831047 0.0016125278999433233 0.0014843576367875666 -0.0017867023831549503 0.0011651279259546892 0.00020341558019632754 -0.00043657491808327462 -0.00040932622920747299 0.0013283497108560029 -0.00097255845766758319 -0.0014845176695089586 0.00026265889133505696 0.00050060178661681242
leaf_weight=88 182 55 55 67 54 80 1337 65 47 55 59 46 53 281 475 77 65 67 46 347 133
leaf_count=88 182 55 55 67 54 80 1337 65 47 55 59 46 53 281 475 77 65 67 46 347 133
internal_value=0 1.90325e-05 -6.92311e-05 -0.000524583 -2.52197e-05 -0.00048914 -1.19683e-05 0.000171536 3.85487e-05 0.0004619 0.000285792 5.12544e-05 -3.27055e-05 -0.000111029 -0.000197612 0.000380848 -4.84771e-05 0.000234497 -0.000138426 6.07791e-05 -9.57469e-05
internal_weight=0 3646 2306 256 189 135 2050 1340 921 419 364 305 874 821 756 259 1995 479 1516 414 1470
internal_count=3734 3646 2306 256 189 135 2050 1340 921 419 364 305 874 821 756 259 1995 479 1516 414 1470
is_linear=0
shrinkage=0.0995203


Tree=5284
num_leaves=15
num_cat=0
split_feature=35 3 38 2 2 8 21 2 3 8 6 6 2 5
split_gain=0.00423515 0.00519591 0.00441271 0.00393797 0.0101414 0.0141689 0.00797556 0.0151704 0.00783563 0.0070588 0.00467441 0.0101038 0.00451875 0.00098794
threshold=0.004000000000000001 0.17152000000000003 -0.080750000000000002 -0.085599999999999996 -0.084154999999999994 -0.082094999999999987 -0.015149999999999999 -0.087804999999999994 0.082130000000000022 -0.086775000000000005 0.099330000000000016 0.087075000000000027 -0.083534999999999984 -0.14035499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 9 7 -4 13 -5 11 -8 -10 -6
right_child=-2 -3 3 4 8 -7 10 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.00068597143998821877 -0.00089679690090511033 0.00080628297186170587 0.00011346883300348958 0.000681114874788447 0.00061563199121759135 -0.00050294224578361626 0.00012496440729525241 -0.0019048955232234324 -0.00067351154295691555 0.0022968590552775807 0.00071563346942482846 -0.00075826635897463296 6.5567336061001717e-05 0.0013148664932333784
leaf_weight=80 46 91 82 54 47 49 586 66 85 57 84 164 2187 46
leaf_count=80 46 91 82 54 47 49 586 66 85 57 84 164 2187 46
internal_value=0 6.31161e-05 4.40341e-05 6.09201e-05 0.000126836 0.000894107 -0.000107734 -0.000781082 7.45812e-05 0.0015182 1.07754e-05 -6.70773e-05 3.75566e-05 0.000970293
internal_weight=0 3678 3587 3507 2525 160 982 148 2365 111 834 750 2272 93
internal_count=3724 3678 3587 3507 2525 160 982 148 2365 111 834 750 2272 93
is_linear=0
shrinkage=0.0995203


Tree=5285
num_leaves=25
num_cat=0
split_feature=26 26 17 26 1 21 18 6 17 20 3 3 3 29 3 17 26 8 8 6 3 17 1 26
split_gain=0.00377155 0.0125513 0.0270685 0.00741623 0.0107864 0.00614078 0.00597059 0.0134262 0.0107742 0.00774951 0.00600709 0.0107256 0.00566915 0.00521686 0.00630001 0.0112776 0.00886647 0.00768196 0.00688675 0.00683737 0.00671325 0.00867754 0.00473992 0.00452713
threshold=0.090545000000000028 0.091765000000000027 -0.0088649999999999996 0.093245000000000022 -0.073844999999999994 0.15544000000000005 -0.069565000000000002 0.095080000000000012 0.51041000000000014 -0.076909999999999992 0.10174000000000002 0.097255000000000022 0.14530500000000005 0.10207000000000002 0.10871500000000002 -0.45712999999999998 0.089625000000000024 -0.08237499999999999 1.0000000180025095e-35 -0.083069999999999991 0.10583000000000002 -0.078119999999999995 0.018150000000000003 0.10353500000000003
decision_type=2 2 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 13 7 9 10 -5 11 -8 -12 14 16 -16 20 -18 19 -17 22 -22 -1 -11
right_child=1 3 -4 6 -6 -7 8 -9 -10 23 12 -13 -14 -15 15 18 17 -19 -20 -21 21 -23 -24 -25
leaf_value=6.4932245663166141e-05 -0.00026562198741911035 0.00033725538196835734 0.0026430235890959647 0.0012255658051879331 -0.001690693429161783 0.00098484563368979794 0.00017838410415788405 0.0019933257132577244 -0.0013300431542523079 -0.00098116312281419605 -0.00052205396443490279 0.0017188615699829492 0.00068296465602646805 -0.0010699348653650858 0.0013954029645651049 -0.00010348946387913293 -0.00022557474342894035 -0.0019361761842119397 -0.0007196828575794349 0.00080316779121630659 -0.00182845700471259 2.2184150954562499e-05 -0.00036730571756248166 0.00034383979737659279
leaf_weight=1519 65 49 61 46 54 59 336 54 53 52 177 52 49 48 78 186 61 47 83 146 47 52 301 49
leaf_count=1519 65 49 61 46 54 59 336 54 53 52 177 52 49 48 78 186 61 47 83 146 47 52 301 49
internal_value=0 0.000201053 0.00113604 7.88836e-05 -0.000717994 -1.84316e-05 0.000174387 0.00065006 2.98161e-05 0.000151046 0.000148531 0.00038695 -0.000257167 -4.18007e-05 -2.18924e-05 0.00029676 -9.97977e-05 -0.000977584 8.82952e-05 0.000292756 -4.99699e-05 -0.000848135 -6.10348e-06 -0.000330235
internal_weight=0 1097 126 971 103 2627 868 201 667 147 614 388 226 2568 2520 493 2027 108 415 332 1919 99 1820 101
internal_count=3724 1097 126 971 103 2627 868 201 667 147 614 388 226 2568 2520 493 2027 108 415 332 1919 99 1820 101
is_linear=0
shrinkage=0.0995203


Tree=5286
num_leaves=13
num_cat=0
split_feature=35 11 12 29 20 20 26 26 26 29 9 20
split_gain=0.00339827 0.00614039 0.00361151 0.00492324 0.00300459 0.00536089 0.00560495 0.00572359 0.00555668 0.00480181 0.00835635 0.00633943
threshold=0.004000000000000001 -0.23394000000000001 -0.0063699999999999998 -0.08416499999999999 -0.049534999999999996 -0.066104999999999983 0.096980000000000025 0.090275000000000022 0.11699500000000003 0.098035000000000025 -0.10165 -0.017315000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -4 -8 10 -6 -12
right_child=-2 2 4 -5 9 -7 8 -9 -10 -11 11 -13
leaf_value=0.0009896212595808581 -0.00080758145177429791 0.00010841078849349772 1.2442185215236871e-05 -0.0013112697323494093 0.0014374059590974582 -0.00081353988892484427 0.0014642359226518748 -0.00065567756105009019 -1.2027333975975915e-05 -0.00084719691753088768 0.00088816166630569253 7.2620274045297081e-05
leaf_weight=68 46 49 814 46 48 91 48 150 51 50 99 2164
leaf_count=68 46 49 814 46 48 91 48 150 51 50 99 2164
internal_value=0 5.22661e-05 3.43828e-05 -0.000570397 5.09611e-05 -8.02304e-05 -1.6684e-05 -9.06692e-05 0.000695468 0.000115431 0.000136612 0.00010866
internal_weight=0 3678 3610 95 3515 1154 1063 964 99 2361 2311 2263
internal_count=3724 3678 3610 95 3515 1154 1063 964 99 2361 2311 2263
is_linear=0
shrinkage=0.0995203


Tree=5287
num_leaves=22
num_cat=0
split_feature=26 0 0 0 18 9 8 9 26 8 0 18 2 21 8 26 26 26 26 21 21
split_gain=0.00337308 0.0111806 0.0577608 0.0164665 0.0124421 0.011013 0.0271458 0.0139953 0.0104584 0.0081698 0.0144198 0.0089124 0.00764991 0.00996304 0.00994386 0.00655819 0.00625381 0.00679422 0.00671496 0.00485331 0.00382712
threshold=0.090095000000000022 -0.082224999999999993 -0.083885000000000001 -0.080204999999999985 -0.015069999999999998 0.11351500000000002 -0.051259999999999993 0.10464500000000003 0.09167500000000002 -0.073999999999999996 -0.071799999999999989 -0.069565000000000002 -0.075024999999999994 0.095970000000000014 -0.094375000000000001 0.089625000000000024 0.089150000000000021 0.088775000000000021 0.088435000000000027 0.15544000000000005 -0.075024999999999994
decision_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 4 -3 -2 7 -7 9 -6 11 -11 -5 14 -14 -10 16 17 18 19 20 -1
right_child=1 3 -4 5 8 6 -8 -9 12 10 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00031015197934906261 -0.0012750517652398647 -0.0013325994886345515 0.0031792450989919642 0.001282317136235813 0.0016983662821505163 0.00077494608839239918 -0.0023303566782726759 0.0019446239285551689 0.00032088781013108771 -0.0011600526292881714 0.00031773950593244193 5.2765178865258197e-05 -0.00030574543128970757 0.0016897385708270298 -0.0014716805645830226 -0.0011115130620475519 0.0009455436582745105 -0.0010409020958015618 0.0011058462840924704 0.00086324717278918458 -9.732709470951898e-05
leaf_weight=257 58 87 71 102 46 55 56 47 68 102 181 140 48 50 55 54 67 64 53 59 2004
leaf_count=257 58 87 71 102 46 55 56 47 68 102 181 140 48 50 55 54 67 64 53 59 2004
internal_value=0 0.000177682 0.000607544 -4.23272e-05 4.32072e-05 0.000120828 -0.000784318 0.000297908 0.000332637 0.000148929 -0.000212 0.000574389 4.46628e-05 0.000704006 -0.000474012 -2.63658e-05 -2.63711e-06 -2.90412e-05 -1.40625e-06 -2.70541e-05 -5.06483e-05
internal_weight=0 1166 396 770 325 683 111 572 267 525 283 242 221 98 123 2558 2504 2437 2373 2320 2261
internal_count=3724 1166 396 770 325 683 111 572 267 525 283 242 221 98 123 2558 2504 2437 2373 2320 2261
is_linear=0
shrinkage=0.0995203


Tree=5288
num_leaves=10
num_cat=0
split_feature=20 29 10 10 1 5 6 0 1
split_gain=0.00656384 0.00758798 0.00505363 0.00458933 0.00512268 0.0132908 0.00529426 0.0334694 0.00476684
threshold=-0.24910499999999999 -0.11266 0.090150000000000022 0.086275000000000018 -0.50597999999999999 0.18340500000000004 0.11816500000000002 -0.072039999999999979 -0.07002499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 -6
right_child=1 2 -4 -5 6 -7 7 -9 -10
leaf_value=0.0009314993305142951 0.0011951100051499255 0.00069098323113432527 -0.00083384458419534014 0.00079448732855039205 0.00015002439575808929 -0.0014004110381416908 -0.0024225282250749758 0.00071394377938177633 -9.7458647384935252e-05
leaf_weight=71 49 46 80 65 1279 85 59 78 1940
leaf_count=71 49 46 80 65 1279 85 59 78 1940
internal_value=0 -3.43787e-05 -5.11914e-05 -3.33336e-05 -4.89995e-05 -0.000659779 -2.49141e-05 -0.000630825 6.19075e-07
internal_weight=0 3681 3632 3552 3487 131 3356 137 3219
internal_count=3752 3681 3632 3552 3487 131 3356 137 3219
is_linear=0
shrinkage=0.0995203


Tree=5289
num_leaves=19
num_cat=0
split_feature=20 17 0 27 10 7 20 2 3 20 8 26 2 5 0 0 2 5
split_gain=0.00532207 0.0046038 0.0372215 0.0083684 0.0081659 0.00578895 0.00493651 0.015294 0.0166242 0.0112045 0.00730152 0.00693904 0.00489581 0.00833729 0.00443664 0.00962412 0.0076901 0.00306657
threshold=-0.24910499999999999 -0.093784999999999993 -0.12236 -0.032854999999999995 0.086165000000000019 0.082845000000000016 -0.085594999999999991 -0.086554999999999993 0.090765000000000026 -0.084474999999999995 0.11446000000000002 0.078560000000000019 -0.095649999999999999 0.27139000000000008 -0.077624999999999986 -0.079665 -0.082904999999999993 0.19791500000000004
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 12 6 7 11 -9 -8 -11 -5 13 17 15 -14 -16 -4
right_child=1 3 4 5 -6 -7 9 8 -10 10 -12 -13 14 -15 16 -17 -18 -19
leaf_value=0.00083879629296066782 -0.0022723929072720195 0.0012750944926963837 0.0005232648276462089 0.00028720396666726331 -0.0011985320290393313 -0.00097118760942079235 -0.0014686113328649345 0.0026802583929965832 0.00030619968582013587 -2.6724673122416143e-06 0.001250397589867559 -0.0012980802429269269 -1.8179501052994983e-05 0.0016069014647260812 -0.001432370578606175 0.0015233889918488575 -0.00011928139433714436 -0.0005636852884849515
leaf_weight=71 80 53 58 64 56 58 51 48 77 2235 47 47 267 50 51 47 346 46
leaf_count=71 80 53 58 64 56 58 51 48 77 2235 47 47 267 50 51 47 346 46
internal_value=0 -3.09131e-05 -0.000213145 3.68466e-05 -3.33859e-05 1.15532e-05 3.4059e-05 0.00046788 0.00122439 -9.47427e-06 2.2777e-05 -0.000376668 4.10992e-05 0.000550422 -6.80669e-05 0.000209958 -0.000290028 3.4627e-05
internal_weight=0 3681 1001 2680 921 2627 2569 236 125 2333 2282 111 865 154 711 314 397 104
internal_count=3752 3681 1001 2680 921 2627 2569 236 125 2333 2282 111 865 154 711 314 397 104
is_linear=0
shrinkage=0.0995203


Tree=5290
num_leaves=16
num_cat=0
split_feature=29 20 4 4 0 0 4 0 18 0 5 26 26 5 8
split_gain=0.00473419 0.00525553 0.00362416 0.0277685 0.018014 0.00474366 0.00874809 0.00544442 0.00677172 0.00391104 0.00397035 0.00403193 0.00695517 0.00354002 0.00374376
threshold=-0.11266 -0.24910499999999999 0.079660000000000022 0.085065000000000016 -0.15468499999999999 0.11291000000000002 0.10606500000000003 0.048265000000000009 -0.12881499999999999 -0.13955999999999999 -0.14822499999999997 -1.0000000180025095e-35 0.087435000000000027 -0.13955999999999999 -0.068099999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 4 -4 7 -7 8 -5 -3 11 -11 -13 -12 -15
right_child=1 2 3 5 -6 6 -8 -9 -10 10 13 12 -14 14 -16
leaf_value=0.00092972787453678 0.00083996748737280146 0.00070032298236164957 -0.00043768009067936291 -0.001175433891387499 -0.0032463536082233948 0.00015178960017139857 -0.0016429303755296635 0.00093862803053621651 4.4779724076477446e-05 0.00032586875582406647 0.00085208967950680899 -0.0017318095679903006 -0.00018937978082977111 9.2837885569974847e-05 -0.00019014184677620786
leaf_weight=52 68 81 46 48 46 58 49 62 723 46 51 46 82 1651 643
leaf_count=52 68 81 46 48 46 58 49 62 723 46 51 46 82 1651 643
internal_value=0 -2.62882e-05 -4.2732e-05 -0.000200597 -0.00185092 -3.82051e-05 -0.000662441 4.09962e-05 -3.01252e-05 1.96132e-05 -1.95042e-06 -0.000460934 -0.000750086 3.17572e-05 1.31628e-05
internal_weight=0 3700 3632 1032 92 940 107 833 771 2600 2519 174 128 2345 2294
internal_count=3752 3700 3632 1032 92 940 107 833 771 2600 2519 174 128 2345 2294
is_linear=0
shrinkage=0.0995203


Tree=5291
num_leaves=26
num_cat=0
split_feature=18 8 6 1 8 3 18 3 4 5 6 6 3 5 1 6 1 8 17 6 26 3 8 4 8
split_gain=0.0034622 0.01412 0.0268358 0.0567244 0.0154434 0.0146126 0.00844392 0.00700066 0.00876161 0.00722647 0.0108018 0.00641632 0.00957213 0.0249122 0.0164609 0.00557651 0.00758737 0.0156877 0.00953159 0.0081803 0.00764957 0.00549467 0.0044803 0.00756185 0.00425166
threshold=-0.022504999999999997 -0.085764999999999994 -0.011749999999999998 -0.085844999999999991 -0.084674999999999986 0.086895000000000014 -0.015440000000000001 0.084955000000000017 0.10373000000000003 -0.040404999999999996 0.11690000000000002 0.099330000000000016 0.10850000000000003 -0.052494999999999993 -0.061135000000000002 0.088315000000000018 -0.079250000000000001 -0.083390000000000006 -0.0042049999999999995 0.090335000000000013 0.092825000000000032 0.082130000000000022 -0.49499500000000002 0.14602500000000004 -0.085605000000000001
decision_type=2 2 2 2 2 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 -2 21 9 -9 -11 15 13 -13 -14 22 17 19 -18 -17 -20 -6 -8 24 -24
right_child=6 4 3 -5 7 -7 11 8 -10 10 -12 12 14 -15 -16 16 18 -19 20 -21 -22 -23 23 -25 -26
leaf_value=-0.0011754792233155363 0.001007983889581708 0.0016757024028649938 0.00015020403304410733 -0.004537679760970378 -7.2389674808022897e-05 0.0011327971284089745 -0.00067696905967142267 -0.00096624433502504709 -0.0011573312319856563 0.00025418642013906915 -0.00091005870913664778 -0.0001547177158265019 0.0012823783154413463 0.0029580247678644713 -0.0011403291391402978 -0.00079098520577292552 0.0011698099427849351 -0.0019733220765833013 -0.0013163898172617251 0.0008405856558957737 0.00025636931176047616 -0.0015400262457989991 -0.00015432052431903432 0.001182060672333203 0.00018327738019538529
leaf_weight=46 90 52 54 48 49 66 80 62 61 831 87 56 49 46 64 75 56 72 52 51 73 55 633 60 884
leaf_count=46 90 52 54 48 49 66 80 62 61 831 87 56 49 46 64 75 56 72 52 51 73 55 633 60 884
internal_value=0 -0.000134802 -0.000879377 -0.00204783 -1.00246e-06 0.000177446 6.25016e-05 -7.78648e-05 0 7.19483e-05 0.000142958 2.43355e-05 0.00054159 0.00124104 -8.253e-05 -2.98842e-05 -0.000374519 -0.000800673 8.71384e-05 -0.00012409 -0.00039135 -0.000856415 4.84489e-05 8.57679e-05 4.1868e-05
internal_weight=0 1411 214 102 1197 112 2341 1145 1041 980 918 2251 215 102 113 2036 379 198 181 126 125 104 1657 1577 1517
internal_count=3752 1411 214 102 1197 112 2341 1145 1041 980 918 2251 215 102 113 2036 379 198 181 126 125 104 1657 1577 1517
is_linear=0
shrinkage=0.0995203


Tree=5292
num_leaves=9
num_cat=0
split_feature=22 20 24 18 36 6 10 36
split_gain=0.0350432 0.0338605 0.00741572 0.00593516 0.00612641 0.00805331 0.00556485 0.00195305
threshold=0.13292500000000004 -0.41270499999999993 0.083550000000000027 0.26473000000000008 0.087755000000000014 -0.48214499999999999 0.091080000000000022 0.092765000000000028
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 -6
right_child=-2 2 -4 -5 7 6 -8 -9
leaf_value=0.0026599760871138106 0.0027698425178559788 0.0012487571488655855 -0.00109031219752798 -0.00090369949437497357 -0.0012277250458505307 2.9484259815905611e-05 -0.00093746633546851134 -0.00030603973132702311
leaf_weight=47 46 53 64 72 48 3294 60 49
leaf_count=47 46 53 64 72 48 3294 60 49
internal_value=0 5.65424e-06 -2.83937e-05 -9.15955e-06 8.9878e-06 3.14228e-05 1.19423e-05 -0.000770571
internal_weight=0 3687 3640 3576 3504 3407 3354 97
internal_count=3733 3687 3640 3576 3504 3407 3354 97
is_linear=0
shrinkage=0.0995203


Tree=5293
num_leaves=14
num_cat=0
split_feature=27 20 26 26 1 1 3 26 9 3 2 26 36
split_gain=0.0333066 0.0276418 0.00603533 0.0198577 0.0102317 0.0290846 0.0102976 0.00663594 0.0151928 0.0211329 0.00509738 0.0041439 0.00371756
threshold=0.11470500000000003 -0.41270499999999993 0.10924500000000002 0.10439000000000002 -0.076329999999999995 -0.083284999999999984 0.093245000000000022 0.12236500000000003 0.11296000000000002 0.10214500000000003 -0.241895 0.099855000000000013 0.086430000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 -4 -7 -6 9 -9 -3 12 -12
right_child=-2 2 4 -5 7 6 -8 8 -10 -11 11 -13 -14
leaf_value=0.0023952546601961762 0.002323342722819719 0.00093630293931041013 -0.00047785709071561936 -0.0020297999028510961 -0.00078616662142714177 0.0030942833382346176 0.00098667691967804913 -0.00030638164300773359 -0.00077505615407490766 0.0026507014741784809 -6.3489513530216087e-05 0.0006897031604136966 -0.00069405616556220844
leaf_weight=47 62 51 81 51 88 49 46 49 75 46 2922 70 96
leaf_count=47 62 51 81 51 88 49 46 49 75 46 2922 70 96
internal_value=0 -2.49233e-06 -3.38149e-05 -8.13903e-05 0.000313989 0.000899436 0.00208238 -8.22128e-05 0.000277372 0.00111685 -4.94732e-05 -6.6019e-05 -8.38186e-05
internal_weight=0 3671 3624 3190 434 176 95 258 170 95 3139 3088 3018
internal_count=3733 3671 3624 3190 434 176 95 258 170 95 3139 3088 3018
is_linear=0
shrinkage=0.0995203


Tree=5294
num_leaves=20
num_cat=0
split_feature=22 6 9 9 6 3 3 17 2 17 2 21 21 26 26 26 2 9 20
split_gain=0.0284487 0.0229773 0.00625364 0.0113269 0.00957455 0.0067602 0.0113249 0.00652149 0.00987945 0.0245444 0.0330583 0.00845395 0.00807219 0.00747885 0.0056258 0.00601152 0.00553569 0.00521271 0.00459368
threshold=0.13292500000000004 0.23663500000000004 0.092150000000000024 0.092855000000000021 0.12638500000000005 0.091865000000000016 0.09339500000000002 -0.000475 -0.081344999999999987 0.021725000000000005 -0.085944999999999994 -0.021529999999999997 0.089665000000000022 0.11215000000000001 0.094935000000000033 0.089880000000000029 -0.079954999999999984 0.10371500000000002 -0.079559999999999992
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 5 17 -7 13 9 10 -9 -11 16 14 15 -1 -10 -5 -14
right_child=-2 -3 3 4 -6 6 -8 8 12 11 -12 -13 18 -15 -16 -17 -18 -19 -20
leaf_value=-5.378274961559166e-05 0.0024919711415211554 0.0020993599428394093 0.0012375435510351288 -0.0015064125293194927 0.0012817823142859969 0.0015981967911848803 3.9082124302856056e-06 -0.00037503637757240122 0.0010931280433481481 -0.0012710308285036769 -0.0039375562064815454 0.00014535112939762979 0.0002188213224417743 0.0012015543020223475 -0.00090165299113731682 0.0005914310871155639 1.2484797183703814e-05 -0.00015654627761647798 -0.00088457490030759655
leaf_weight=1275 46 51 91 48 61 47 740 57 53 54 48 181 48 51 69 161 426 73 153
leaf_count=1275 46 51 91 48 61 47 740 57 53 54 48 181 48 51 69 161 426 73 153
internal_value=0 1.41171e-06 -2.77898e-05 0.000175373 7.47786e-05 -5.40719e-06 0.00010016 -0.000111707 -0.000307324 -0.000745664 -0.00201141 -0.000176632 -8.69505e-05 1.59987e-05 -2.36323e-05 1.79866e-05 0.000133764 -0.000698796 -0.000617005
internal_weight=0 3687 3636 1060 969 908 787 2576 1020 340 105 235 680 1556 1505 1436 479 121 201
internal_count=3733 3687 3636 1060 969 908 787 2576 1020 340 105 235 680 1556 1505 1436 479 121 201
is_linear=0
shrinkage=0.0995203


Tree=5295
num_leaves=11
num_cat=0
split_feature=27 6 24 8 3 3 29 29 0 6
split_gain=0.0257983 0.0228287 0.00878871 0.00547091 0.00583456 0.00823011 0.00516584 0.00596615 0.00512597 0.00431375
threshold=0.11470500000000003 0.23153500000000005 0.10216500000000002 -0.071594999999999992 -0.0043349999999999994 0.080495000000000025 -0.082294999999999993 -0.011859999999999999 -0.066735000000000003 -0.088734999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 -8 -7 -9
right_child=-2 -3 -4 6 5 8 7 9 -10 -11
leaf_value=0.00072228431022531073 0.0020423402047355377 0.0020655250557709793 -0.0014016341804207828 -0.00074132555136079245 -0.0014104938626977018 -6.6758342669654777e-05 0.0012823110163543033 -0.00016960327233791627 -0.00062248888654998699 0.0002457933802901285
leaf_weight=79 62 52 46 63 50 1867 47 332 181 954
leaf_count=79 62 52 46 63 50 1867 47 332 181 954
internal_value=0 -4.60783e-06 -3.4579e-05 -1.67499e-05 -0.000115568 -0.000147507 0.000136766 0.00017888 -0.000116273 0.000137916
internal_weight=0 3671 3619 3573 2177 2098 1396 1333 2048 1286
internal_count=3733 3671 3619 3573 2177 2098 1396 1333 2048 1286
is_linear=0
shrinkage=0.0995203


Tree=5296
num_leaves=14
num_cat=0
split_feature=19 1 26 26 26 26 3 3 26 10 36 11 5
split_gain=0.0211197 0.00938407 0.00696757 0.0164565 0.0381258 0.00902187 0.00774019 0.0386506 0.00724569 0.00561635 0.00570947 0.00934387 0.00406388
threshold=0.14061500000000002 -0.55579999999999996 0.087260000000000018 0.088165000000000021 0.087865000000000013 0.087575000000000028 0.084465000000000026 0.085795000000000024 0.086895000000000014 0.09056500000000002 0.088355000000000031 -0.0074899999999999993 -0.067559999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 -4 -5 -8 9 10 11 -3 -9
right_child=-2 2 3 6 -6 -7 7 12 -10 -11 -12 -13 -14
leaf_value=-0.0013204299301653867 0.0021080807186199535 -0.0010617042601106391 0.0010170210942809501 -0.00095172820007951729 0.0034477608622388895 -0.00062559062061756036 0.0029244909960740588 -0.00022649822738873013 -0.0012555498659919014 0.00083717875224628908 0.00075422736859032525 -7.6265302586713148e-05 0.00014580927366007756
leaf_weight=52 48 101 66 70 49 66 47 440 52 66 75 1760 852
leaf_count=52 48 101 66 70 49 66 47 440 52 66 75 1760 852
internal_value=0 6.75023e-06 2.59138e-05 0.0001825 0.0010761 0.000189514 6.71269e-05 0.000121002 -9.49011e-05 -6.43454e-05 -9.55021e-05 -0.000130187 1.83836e-05
internal_weight=0 3696 3644 1590 181 132 1409 1339 2054 2002 1936 1861 1292
internal_count=3744 3696 3644 1590 181 132 1409 1339 2054 2002 1936 1861 1292
is_linear=0
shrinkage=0.0995203


Tree=5297
num_leaves=20
num_cat=0
split_feature=19 18 21 21 20 20 2 9 0 0 18 0 9 17 0 19 2 3 2
split_gain=0.0171255 0.0114639 0.00519835 0.0279817 0.00868815 0.0557875 0.00727999 0.00849086 0.00427585 0.00938264 0.0182863 0.0087033 0.0161612 0.00623415 0.00451937 0.00360794 0.00391411 0.00939409 0.00722228
threshold=0.14061500000000002 0.30956000000000011 -0.015149999999999999 -0.026109999999999998 -0.080324999999999994 -0.081030000000000005 0.096520000000000022 0.083955000000000016 -0.094139999999999988 -0.10096999999999999 0.0036600000000000005 -0.087184999999999999 0.087155000000000024 0.25342000000000009 -0.086474999999999996 0.11028000000000003 -0.084924999999999987 0.10726500000000001 -0.088554999999999995
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 15 5 6 7 -4 9 13 -11 12 -10 -6 -13 16 18 -18 -1
right_child=-2 -3 4 -5 8 -7 -8 -9 11 10 -12 14 -14 -15 -16 -17 17 -19 -20
leaf_value=-0.00011757997453208481 0.001898284074611235 -0.0014609143327536961 0.00093257092134511541 -0.0024861833177124691 -0.00016596930287039079 0.0037514145011964045 -0.0010510594441713807 -2.853947307486339e-05 0.0012916422152567505 -1.0012841934633121e-05 -0.0023416049913817711 -0.0008653109501210992 -0.00034055650399298189 0.00087591793121639266 2.0011602549082771e-05 -0.00082768510621550459 -0.000648177482892221 0.0007238597121300396 0.0014373338857961585
leaf_weight=65 48 52 128 51 410 46 47 310 146 84 56 59 101 66 1764 46 134 78 53
leaf_count=65 48 52 128 51 410 46 47 310 146 84 56 59 101 66 1764 46 134 78 53
internal_value=0 6.03437e-06 2.71924e-05 -0.000298703 7.07038e-05 0.000438547 0.000122649 0.000250464 -1.71102e-06 -0.000232186 -0.000948498 6.64793e-05 0.000620911 -1.97861e-05 -8.19215e-06 0 0.000113099 -0.00013951 0.000573876
internal_weight=0 3696 3644 427 3217 531 485 438 2686 616 140 2070 247 476 1823 376 330 212 118
internal_count=3744 3696 3644 427 3217 531 485 438 2686 616 140 2070 247 476 1823 376 330 212 118
is_linear=0
shrinkage=0.0995203


Tree=5298
num_leaves=26
num_cat=0
split_feature=26 26 5 17 17 2 2 5 26 10 36 11 21 8 8 8 8 2 8 17 8 8 26 8 8
split_gain=0.0100259 0.0151193 0.050092 0.019314 0.00929243 0.00595714 0.022255 0.0117674 0.00553329 0.00479423 0.00459208 0.00596355 0.00944969 0.00736235 0.00691706 0.00358532 0.00828729 0.0126916 0.00840124 0.00954274 0.00892592 0.005701 0.0214997 0.00713178 0.00314149
threshold=0.087170000000000011 0.089625000000000024 -0.09583499999999999 0.11639500000000001 -0.56655999999999984 -0.086554999999999993 -0.084979999999999986 -0.0047599999999999995 0.090095000000000022 0.09056500000000002 0.088355000000000031 -0.0074899999999999993 0.083050000000000027 -0.47145500000000001 -0.10115999999999999 -0.062834999999999988 -0.069939999999999988 -0.076615000000000003 -0.073999999999999996 -0.012754999999999999 -0.07594999999999999 -0.046889999999999994 0.11790500000000002 -0.012329999999999999 0.085560000000000011
decision_type=2 2 2 2 2 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 -7 -8 -3 10 11 12 -6 -13 -15 16 18 -18 20 -20 -10 22 -17 -23 -25
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leaf_value=-0.0012977278958200482 0.003531313755106466 -0.00093785872553268923 0.00076546103353449554 0.0019970723032225676 -0.0018813468103193003 -0.0022241507923028616 0.00077949662576320868 -0.00093734884458912006 7.216838522289417e-05 0.00075420630285075402 0.00063469979928720236 0.00086428684966721823 -4.9738037157382467e-05 -0.00075919670788233138 -7.0662100255480847e-05 0.00056277223809924552 -3.052307656474557e-05 0.0018342510328609209 6.7762796915472827e-05 -0.0018092858680012168 0.0014234273788423539 0.0011259930118464158 -0.0021629285914592043 -0.00076505770331288328 0.00023812417510297909
leaf_weight=64 55 55 73 56 49 46 123 58 583 66 79 76 67 160 1544 58 73 70 59 48 53 51 56 63 59
leaf_count=64 55 55 73 56 49 46 123 58 583 66 79 76 67 160 1544 58 73 70 59 48 53 51 56 63 59
internal_value=0 0.000212106 0.000734688 0.000300325 -0.000116086 -1.36729e-05 -0.000267838 0.000224824 3.65366e-05 -7.86318e-05 -0.000106878 -0.000138209 -0.000830492 -9.26337e-05 -0.000135794 8.29223e-05 0.000182456 0.000876579 4.77614e-05 -0.000766627 0.000186061 -0.000221497 -0.000768988 0.000134545 -0.000273202
internal_weight=0 1639 411 356 2105 300 227 181 1228 2041 1975 1896 116 1780 1704 1173 886 143 743 107 636 287 114 173 122
internal_count=3744 1639 411 356 2105 300 227 181 1228 2041 1975 1896 116 1780 1704 1173 886 143 743 107 636 287 114 173 122
is_linear=0
shrinkage=0.0995203


Tree=5299
num_leaves=41
num_cat=0
split_feature=9 3 3 6 3 0 0 0 0 0 6 0 17 9 0 17 3 3 3 0 1 4 21 21 21 3 17 21 20 6 6 9 3 1 1 3 26 36 27 6
split_gain=0.00825305 0.011066 0.0586584 0.0513851 0.0153044 0.00807323 0.0259035 0.0839654 0.0181065 0.012185 0.019029 0.0113569 0.0204191 0.0316032 0.0192832 0.0125631 0.00875277 0.00901149 0.00700598 0.00369281 0.00661243 0.00386561 0.00334215 0.0209715 0.00866017 0.00415831 0.0042581 0.00325369 0.00400661 0.00365271 0.0139394 0.00762899 0.00748148 0.0154462 0.0154432 0.00470097 0.00301578 0.00286608 0.00360667 0.00265606
threshold=0.083875000000000019 0.088055000000000022 0.085195000000000007 -0.0093650000000000001 0.083875000000000019 -0.085349999999999995 -0.08892499999999999 -0.088174999999999989 -0.086254999999999984 -0.086775000000000005 -0.007045 -0.082794999999999994 -0.000475 0.08709500000000002 -0.084759999999999988 0.51544000000000012 0.088805000000000023 0.086775000000000033 0.082595000000000016 0.12461500000000002 -0.49056499999999997 0.10398500000000002 0.096230000000000024 0.089755000000000015 0.10143500000000001 0.10089500000000003 0.0021900000000000005 0.10645500000000004 0.0074100000000000017 -0.10032499999999998 -0.089745000000000005 -0.063329999999999984 0.10726500000000001 -0.018369999999999997 0.0049450000000000015 0.13345500000000002 0.086515000000000022 0.088655000000000025 0.076195000000000027 -0.41910500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 18 6 22 -8 9 10 -9 12 14 -14 -7 19 17 -16 37 20 -13 -22 23 25 -24 26 -2 29 -29 31 -31 35 33 -32 -34 -3 -26 38 -1 -33
right_child=5 27 3 -5 -6 11 7 8 -10 -11 -12 15 13 -15 16 -17 -18 -19 -20 -21 21 -23 24 -25 36 -27 -28 28 -30 30 32 39 34 -35 -36 -37 -38 -39 -40 -41
leaf_value=-0.00053805177176078375 6.0430538743091855e-05 -0.0003405498503870996 -0.00064773006171244072 -0.0049776566647307301 0.0015145447977172287 0.0017998212386259027 0.0045846743668573019 -0.00095016448781513668 0.0015500719027151664 -0.0016162024270008181 0.0014026131832888895 0.0011387792757902276 -0.0034903910025315017 8.7514489619453477e-05 -0.00016875824857699471 0.0015757530286582072 0.00059547294516537489 -0.0020633073220546489 -0.001211176615237965 -0.00067736037749931241 8.5844878460106944e-05 -0.00067591277563592179 0.0014861434982565542 -0.0016807945419809039 -0.00054808150365633144 -0.00056081599953500911 0.00093713100114571884 -0.0008132007711115838 0.00015248991632497842 0.0019047702843811235 0.00027397216618472623 -0.00029135064855563461 -0.00010347174410276602 -0.0017862041502269667 0.0019609553611492679 0.00097183982829293397 0.00040928525713789779 0.00059871878373949771 0.00049826460409375158 -0.001376628063386278
leaf_weight=105 182 48 62 49 60 46 56 66 84 46 70 57 50 47 55 56 46 47 58 65 1115 70 47 76 68 64 80 87 81 49 116 47 105 52 54 60 62 61 48 47
leaf_count=105 182 48 62 49 60 46 56 66 84 46 70 57 50 47 55 56 46 47 58 65 1115 70 47 76 68 64 80 87 81 49 116 47 105 52 54 60 62 61 48 47
internal_value=0 -0.000191661 -0.000585772 -0.00256652 7.39988e-05 0.000125656 0.000365355 0.00108098 0.000340279 -0.00021359 0.000254805 -4.42292e-06 -0.000569283 -0.00174833 1.60194e-05 0.000115574 -0.000532875 -0.00104976 -0.000240759 5.23845e-05 9.12348e-05 4.01557e-05 -3.12118e-05 -0.000191157 0.000327429 0.000153609 0.00033125 4.12787e-05 -0.000342727 0.000154309 0.000338455 -0.000184404 0.000101243 -0.000358829 0.000592506 0.000380976 -8.51941e-05 1.84259e-05 -0.000207582 -0.000842699
internal_weight=0 1189 443 111 332 2555 901 322 266 182 136 1654 291 97 194 1363 148 102 272 1307 1242 1185 579 402 177 326 262 746 168 578 376 202 327 168 159 108 130 214 153 94
internal_count=3744 1189 443 111 332 2555 901 322 266 182 136 1654 291 97 194 1363 148 102 272 1307 1242 1185 579 402 177 326 262 746 168 578 376 202 327 168 159 108 130 214 153 94
is_linear=0
shrinkage=0.0995203


Tree=5300
num_leaves=24
num_cat=0
split_feature=5 17 0 5 18 20 20 20 18 0 18 5 17 17 5 6 5 17 3 26 26 26 5
split_gain=0.00570181 0.0096261 0.0477329 0.00840808 0.00773817 0.00457051 0.00941606 0.00739821 0.00736228 0.00865309 0.0350526 0.0155384 0.00577208 0.00832833 0.00488901 0.00951897 0.0043068 0.00592745 0.00400045 0.00388223 0.00556803 0.00543571 0.00511582
threshold=0.057175000000000011 0.51041000000000014 -0.078479999999999994 0.066815000000000027 -0.089024999999999993 -0.076909999999999992 -0.071149999999999991 -0.078914999999999985 0.088735000000000022 -0.071799999999999989 0.091085000000000013 -0.077634999999999996 0.11180000000000002 0.0053950000000000014 0.030400000000000007 0.11056500000000001 0.11083500000000003 -0.56368999999999991 0.10648500000000002 0.097125000000000031 0.12456500000000002 0.094605000000000022 0.18340500000000004
decision_type=2 2 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 7 -7 12 14 10 -10 -11 13 18 15 -8 -5 -18 -1 21 -21 22 -19
right_child=3 2 -4 16 -6 6 8 -9 9 11 -12 -13 -14 -15 -16 -17 17 19 -20 20 -22 -23 -24
leaf_value=-0.00029032716323383075 0.001949518201341925 0.00039350458628930333 -0.0035337252571361675 -0.00067519550006333684 0.00024249654485826487 0.0012952844458408665 0.0001049681500744631 -0.0013871684965884251 -0.0028286354750057261 0.0017669904659989412 -0.00017902146990418972 -0.0004341068026230794 0.00055404252777553468 -0.0013522990112699556 0.0010881660196843273 -0.0012925372701200115 0.00099884003992218424 0.00086789219885017926 0.00051655769874119019 -0.0011532703450483537 0.00024888448519160092 0.00116820917363403 -6.5143965870578555e-05
leaf_weight=377 48 91 46 70 61 55 1360 56 59 48 311 93 88 67 47 50 72 67 72 59 52 48 437
leaf_count=377 48 91 46 70 61 55 1360 56 59 48 311 93 88 67 47 50 72 67 72 59 52 48 437
internal_value=0 -0.000105015 -0.000919153 0.000180868 0.00100172 -6.31377e-05 1.06644e-05 -0.000290592 -2.48211e-05 -0.000350177 -0.00060374 0.000309397 -0.000187568 -0.00031563 8.87259e-05 5.48306e-05 6.87041e-05 0.000140666 -0.000159115 4.62353e-05 -0.00048903 0.000155353 5.72664e-05
internal_weight=0 2820 137 914 109 2683 2023 660 1968 511 370 141 604 516 1457 1410 805 735 449 663 111 552 504
internal_count=3734 2820 137 914 109 2683 2023 660 1968 511 370 141 604 516 1457 1410 805 735 449 663 111 552 504
is_linear=0
shrinkage=0.0995203


Tree=5301
num_leaves=24
num_cat=0
split_feature=2 21 17 9 2 18 1 27 18 17 5 18 18 1 17 18 6 4 1 30 4 5 2
split_gain=0.00561799 0.00659844 0.0242735 0.00818652 0.00647772 0.00617374 0.00564779 0.00504048 0.00445296 0.00697534 0.00923633 0.00432979 0.00477674 0.00863455 0.00657674 0.00432697 0.00573693 0.0130341 0.00625942 0.00440573 0.0147768 0.00469826 0.00103816
threshold=-0.085804999999999992 -0.082669999999999993 0.016900000000000005 0.083995000000000028 -0.084924999999999987 -0.15202999999999997 -0.50954999999999984 -0.059829999999999994 -0.089024999999999993 -0.16207999999999997 -0.0012249999999999997 -0.082304999999999989 -0.025879999999999997 -0.087944999999999995 0.11180000000000002 0.014860000000000003 -0.095814999999999997 0.08544000000000003 -0.0057250000000000001 0.090320000000000025 0.12498500000000003 -0.39954499999999998 -0.088764999999999997
decision_type=2 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 -3 -1 -7 -6 9 -8 22 -10 13 -13 -14 19 17 -17 -18 21 -21 -9 -11
right_child=1 4 -4 -5 7 6 8 15 11 10 -12 12 14 -15 -16 16 18 -19 -20 20 -22 -23 -24
leaf_value=0.0010295790435240931 -0.00075867186594475919 -0.0010025848764610805 -0.0025472942306658639 0.0008980874205129297 -0.0009099764393466997 0.0011501339528423901 -0.0011086915075653968 0.00053862125603644279 0.00085558078566616048 -0.00079047863980687822 0.0012114618194195848 0.00029526112876234882 0.00038586295438442934 -0.001532135536442065 -0.00063819140766322488 -0.00056232430264232071 -0.00013834411535477954 0.0016604663500652658 -0.00083544483768480148 -0.0017743897444460143 0.00037492804386651704 5.3643401796338247e-05 -0.00012481429217684782
leaf_weight=77 59 71 50 59 64 48 77 238 81 52 47 55 374 47 74 54 608 50 163 52 80 1206 48
leaf_count=77 59 71 50 59 64 48 77 238 81 52 47 55 374 47 74 54 608 50 163 52 80 1206 48
internal_value=0 -0.000104292 -0.000709162 6.27703e-05 -6.46798e-05 0.000173036 9.90907e-05 -3.78766e-05 3.91272e-05 -0.000340827 5.58197e-05 0.000175305 7.36307e-05 -0.000538749 0.000214884 -1.47705e-05 -0.000192516 0.000498454 -0.000286783 8.33949e-05 -0.000465572 0.000134144 -0.000479146
internal_weight=0 2754 168 118 2586 980 903 2515 855 224 147 631 550 102 448 2451 875 104 771 1576 132 1444 100
internal_count=3734 2754 168 118 2586 980 903 2515 855 224 147 631 550 102 448 2451 875 104 771 1576 132 1444 100
is_linear=0
shrinkage=0.0995203


Tree=5302
num_leaves=17
num_cat=0
split_feature=21 17 6 6 20 7 5 4 2 5 20 27 4 5 2 6
split_gain=0.00472116 0.0120941 0.00883807 0.0112836 0.00974662 0.0049447 0.00490658 0.0054089 0.00412787 0.00507018 0.00390505 0.0036593 0.00325249 0.00307578 0.00835181 0.00810468
threshold=-0.032929999999999994 0.32384000000000007 -0.045589999999999999 -0.011749999999999998 -0.0094199999999999996 0.078125000000000014 0.5252300000000002 0.10343500000000001 -0.085599999999999996 -0.019465 -0.16295499999999999 -0.059829999999999994 0.081540000000000015 -0.040404999999999996 -0.072895000000000001 0.093595000000000025
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 10 -8 -5 -10 -2 -12 -7 15 -15 -13
right_child=5 -3 3 4 -6 12 7 -9 9 -11 11 13 -14 14 -16 -17
leaf_value=-0.0014236531757446423 -0.00077902165860568135 -0.0018209593166457871 0.0010664303707562878 -0.00062995897194314404 -0.0015514592739387955 -1.078102133035422e-05 0.0011932399315667949 -0.00017334730342054533 -0.00031324363801440877 0.0010843517500055914 -0.00077193552763933355 -2.0584203996662497e-05 0.0010113662043673326 -5.370727705669551e-05 0.00044263083775285364 -0.00074382445753121162
leaf_weight=46 69 49 80 56 49 48 68 48 47 55 63 1133 79 1201 465 178
leaf_count=46 69 49 80 56 49 48 68 48 47 55 63 1133 79 1201 465 178
internal_value=0 -0.000359739 -0.000142266 6.02608e-05 -0.000324642 9.3439e-06 -1.43946e-05 0.000620699 5.06452e-05 0.000432336 -3.83539e-05 -2.12734e-05 0.000618597 -5.11266e-06 8.43351e-05 -0.000119406
internal_weight=0 382 333 287 207 3352 3225 116 158 102 3109 3040 127 2977 1666 1311
internal_count=3734 382 333 287 207 3352 3225 116 158 102 3109 3040 127 2977 1666 1311
is_linear=0
shrinkage=0.0995203


Tree=5303
num_leaves=19
num_cat=0
split_feature=2 2 26 9 2 9 7 17 18 1 0 18 9 9 0 2 2 9
split_gain=0.00469157 0.00535472 0.00488756 0.00616987 0.00689676 0.00645544 0.0308472 0.00491835 0.00466237 0.0045913 0.00518422 0.0112811 0.0133279 0.0159263 0.00683721 0.00666166 0.0113898 0.00485392
threshold=-0.085804999999999992 -0.085374999999999993 -0.23202999999999999 0.11891000000000003 -0.049174999999999996 0.11296000000000002 0.081185000000000021 0.51734000000000024 -0.15202999999999997 -0.50954999999999984 -0.08076499999999999 -0.0047450000000000001 0.087825000000000028 0.094010000000000024 -0.082404999999999992 -0.086414999999999992 -0.087075 0.095415000000000014
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 5 -5 6 7 -4 -1 -10 14 12 -12 -14 15 16 -11 -13
right_child=1 2 3 4 -6 -7 -8 -9 9 10 11 17 13 -15 -16 -17 -18 -19
leaf_value=0.00090582325035768417 -0.001124480201890305 -0.001002669063246475 -8.1729298986259609e-05 0.0013183229110064418 -0.00010997442639895168 -0.0010116250461114703 0.002491225943464162 -0.00083705837535076133 0.001044616124599065 0.00015778453351816704 -0.0022029896105553036 -0.00023395192911025763 0.00092103390146386073 -0.0014390277602592584 0.0010917463873963823 0.001193578518631544 -0.00132799325145203 0.00098469104832347608
leaf_weight=77 49 55 2310 67 65 73 46 89 48 380 50 61 57 56 77 48 59 67
leaf_count=77 49 55 2310 67 65 73 46 89 48 380 50 61 57 56 77 48 59 67
internal_value=0 -9.22542e-05 -7.32532e-05 -5.36545e-05 0.000608793 -8.87068e-05 -6.08165e-05 -0.000110092 0.000161181 9.67775e-05 4.2608e-05 -0.000297364 -0.000848075 -0.00024131 0.000219471 7.98733e-05 -4.0034e-05 0.000397536
internal_weight=0 2754 2705 2650 132 2518 2445 2399 980 903 855 291 163 113 564 487 439 128
internal_count=3734 2754 2705 2650 132 2518 2445 2399 980 903 855 291 163 113 564 487 439 128
is_linear=0
shrinkage=0.0995203


Tree=5304
num_leaves=13
num_cat=0
split_feature=17 6 17 19 18 35 26 19 3 18 17 19
split_gain=0.00515957 0.00678019 0.00435253 0.00388633 0.00825711 0.00535308 0.00662933 0.0043975 0.00401067 0.0153583 0.00423873 0.00297836
threshold=0.51734000000000024 -0.049005 0.50822500000000015 0.11174500000000002 0.19545000000000004 -0.076159999999999992 -0.084149999999999989 0.12070000000000002 0.085195000000000007 0.088250000000000009 -0.56368999999999991 0.13306000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -5 9 -7 -10 -9
right_child=1 -3 -4 7 -6 8 -8 11 10 -11 -12 -13
leaf_value=-0.0014484250695530158 0.00019738079224811014 -0.0013419235699176513 0.00084057414430735542 -0.0010105574716154277 0.0011348990040659587 0.00015297581787100523 0.00015103897291037326 0.00059176524205985194 0.00093446150631650493 0.0018941953820445668 1.7744967066637251e-05 -0.00044880043037482195
leaf_weight=51 53 59 73 69 73 499 50 48 51 56 2617 63
leaf_count=51 53 59 73 69 73 499 50 48 51 56 2617 63
internal_value=0 -0.000606194 7.89245e-05 6.31517e-05 8.72271e-05 6.39724e-05 -0.000648506 -0.000386657 8.65535e-05 0.000330142 3.55753e-05 0
internal_weight=0 112 3650 3577 3397 3324 101 180 3223 555 2668 111
internal_count=3762 112 3650 3577 3397 3324 101 180 3223 555 2668 111
is_linear=0
shrinkage=0.0995203


Tree=5305
num_leaves=12
num_cat=0
split_feature=18 20 17 38 7 9 8 4 9 10 5
split_gain=0.00425412 0.00924681 0.00595131 0.00345856 0.00333306 0.00567497 0.011447 0.00701967 0.006285 0.00512818 0.00504211
threshold=0.19545000000000004 -0.081189999999999998 0.5194200000000001 -0.080750000000000002 0.082295000000000021 0.11408000000000003 0.085560000000000011 0.14646500000000004 0.098720000000000016 0.077165000000000025 -0.095609999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 10 8 -5 -6 -7
right_child=1 -3 -4 4 9 6 -8 -9 -10 -11 -12
leaf_value=-0.00059228105098594903 0.0016868693755291621 -9.6005313427987028e-05 -0.00077448364792881853 0.00011752008563606527 -0.00118672088538873 0.00098692856841271076 0.0018874886129258187 -0.0010309486787673182 -0.00038196963155100579 0.00019340213435254256 -0.0002240416259110654
leaf_weight=80 49 68 88 2835 52 50 51 58 273 53 105
leaf_count=80 49 68 88 2835 52 50 51 58 273 53 105
internal_value=0 0.000643672 3.3396e-05 5.36131e-05 6.87095e-05 8.61098e-05 0.000592641 5.2893e-05 7.33826e-05 -0.000482291 0.000161313
internal_weight=0 117 3645 3557 3477 3372 206 3166 3108 105 155
internal_count=3762 117 3645 3557 3477 3372 206 3166 3108 105 155
is_linear=0
shrinkage=0.0995203


Tree=5306
num_leaves=12
num_cat=0
split_feature=17 8 17 20 20 19 18 0 2 18 2
split_gain=0.00353186 0.0168138 0.00819779 0.00396509 0.00348069 0.00238096 0.00584666 0.00503425 0.00310319 0.00625195 0.0044647
threshold=0.51326500000000019 -0.07594999999999999 0.50644500000000015 -0.24350999999999998 -0.15615999999999999 0.11028000000000003 -0.014825 -0.087300000000000003 -0.080695000000000003 0.086800000000000016 -0.080165
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 8 -7 -8 9 -6 -10
right_child=1 -3 -4 4 5 6 7 -9 10 -11 -12
leaf_value=0.00077121940592619366 -0.0013352216500679276 0.00080027871543773767 0.0013878115411410528 -0.00069205196720413336 8.209027276190602e-05 -0.0012583651073059844 0.00070511663253110279 -0.00054059943097251181 -0.00072195555882555824 0.00062939598586320296 1.0203302216641349e-05
leaf_weight=74 86 63 46 64 1361 47 60 69 87 245 1560
leaf_count=74 86 63 46 64 1361 47 60 69 87 245 1560
internal_value=0 -0.000426798 6.70726e-05 4.98108e-05 3.42933e-05 4.80887e-05 -0.0003076 3.24575e-05 6.75845e-05 0.000166093 -2.79747e-05
internal_weight=0 149 3613 3567 3493 3429 176 129 3253 1606 1647
internal_count=3762 149 3613 3567 3493 3429 176 129 3253 1606 1647
is_linear=0
shrinkage=0.0995203


Tree=5307
num_leaves=23
num_cat=0
split_feature=1 1 9 8 4 4 3 21 3 1 5 0 0 0 9 20 0 5 3 21 21 21
split_gain=0.00292658 0.00661396 0.00594672 0.00645693 0.00615586 0.00795228 0.00827854 0.00456459 0.0112984 0.015967 0.00469654 0.0132419 0.0109133 0.0113217 0.0157008 0.00883539 0.00723653 0.00427241 0.0115418 0.00419537 0.00622754 0.00563466
threshold=0.058455000000000014 0.066150000000000028 0.11582000000000002 0.10649000000000002 0.14646500000000004 0.13279000000000005 0.13085500000000003 0.11729000000000002 0.10325000000000002 -0.047889999999999995 -0.082179999999999989 -0.077624999999999986 -0.085349999999999995 -0.088784999999999989 0.085525000000000032 -0.071149999999999991 -0.082604999999999998 -0.074569999999999984 0.090695000000000012 0.11119000000000002 0.10384500000000002 0.09865500000000002
decision_type=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 10 -9 -10 11 12 13 15 -15 -1 -14 18 -12 20 21 -19
right_child=1 2 -4 -5 -6 -7 -8 8 9 -11 17 -13 16 14 -16 -17 -18 19 -20 -21 -22 -23
leaf_value=0.00088628394175692643 -0.0010826554472107401 9.3638770289533453e-05 0.000767187325318071 -0.0011637915839367529 -0.0010865249044239719 0.00097240637955104054 -0.0010293408368173115 -0.00048259693542849054 -0.0001154605273371245 0.002268726527526702 -0.0016726971486428132 0.001818621452878688 -0.001657115495242768 -0.00014919209112721399 0.0022301400094202084 -0.00036464128184530449 3.2265127729960588e-06 4.6464090399588552e-05 0.00034193014476417526 -0.00083935412650142235 0.00092728102388116122 -0.00086187389565456178
leaf_weight=83 66 363 80 56 51 80 79 62 50 61 53 53 47 46 66 171 56 1979 59 54 77 70
leaf_count=83 66 363 80 56 51 80 79 62 50 61 53 53 47 46 66 171 56 1979 59 54 77 70
internal_value=0 -0.00012929 -3.9388e-05 -0.000143275 -4.21095e-05 5.83629e-05 -0.000105223 8.74841e-05 0.000584168 0.00118739 5.66579e-05 0.000326087 0.000155676 0.000411792 0.00124561 4.09028e-05 -0.000746458 -4.34719e-06 -0.000604111 2.60909e-05 4.84581e-05 1.5033e-05
internal_weight=0 775 709 629 573 522 442 2987 173 111 2814 522 469 366 112 254 103 2292 112 2180 2126 2049
internal_count=3762 775 709 629 573 522 442 2987 173 111 2814 522 469 366 112 254 103 2292 112 2180 2126 2049
is_linear=0
shrinkage=0.0995203


Tree=5308
num_leaves=9
num_cat=0
split_feature=28 22 10 8 9 2 20 24
split_gain=0.00440478 0.00375771 0.00413183 0.00386335 0.0053803 0.00451629 0.0104071 0.00615999
threshold=0.090965000000000018 0.11777500000000002 0.09056500000000002 -0.51030999999999993 -0.26414499999999996 0.13896000000000006 -0.060199999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -6
right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=0.00064791896032301668 -0.00094864945493690193 -0.00070513642014145253 0.00070842268449285096 -0.0010504776897416151 -6.1688853653399714e-05 -0.00036731217172121408 0.0015429898445518636 -0.0011985506109149014
leaf_weight=75 56 87 71 55 3263 57 55 48
leaf_count=75 56 87 71 55 3263 57 55 48
internal_value=0 -5.81901e-05 -4.24332e-05 -5.7668e-05 -7.31188e-05 -5.71756e-05 0.000563474 -7.84173e-05
internal_weight=0 3711 3624 3553 3478 3423 112 3311
internal_count=3767 3711 3624 3553 3478 3423 112 3311
is_linear=0
shrinkage=0.0995203


Tree=5309
num_leaves=15
num_cat=0
split_feature=28 22 10 8 17 8 8 0 9 2 8 18 17 0
split_gain=0.00357042 0.00304613 0.00335121 0.00326098 0.00718718 0.0142465 0.00793417 0.00725429 0.00346124 0.00757417 0.00648412 0.0125932 0.00469004 0.00266154
threshold=0.090965000000000018 0.11777500000000002 0.09056500000000002 -0.076554999999999998 0.50644500000000015 -0.071594999999999992 -0.062834999999999988 -0.075914999999999996 0.096305000000000016 -0.067815 -0.078704999999999997 -0.070104999999999987 0.40057000000000009 -0.076154999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 7 -7 -5 10 -10 12 -12 -1 -6
right_child=-2 -3 -4 4 13 6 -8 -9 9 -11 11 -13 -14 -15
leaf_value=6.5136589675688237e-05 -0.00085423966174233597 -0.00063496111586861729 0.00063792024726203413 -0.00044064376881897127 0.00011928400176142552 0.0004525004581512448 -0.00022418653323732181 -0.0019910918454846159 -0.0014532801580355215 0.00018589645423624653 0.0018132734898077382 -0.00018485439074804165 -0.00050443524375353365 0.0012006464934432898
leaf_weight=1618 56 87 71 60 46 202 1122 63 48 65 59 65 157 48
leaf_count=1618 56 87 71 60 46 202 1122 63 48 65 59 65 157 48
internal_value=0 -5.24209e-05 -3.82102e-05 -5.19518e-05 -0.000160982 -0.000216191 -0.000120327 -0.00124143 3.11478e-05 -0.000503147 6.33721e-05 0.000759266 1.42963e-05 0.000680178
internal_weight=0 3711 3624 3553 1541 1447 1324 123 2012 113 1899 124 1775 94
internal_count=3767 3711 3624 3553 1541 1447 1324 123 2012 113 1899 124 1775 94
is_linear=0
shrinkage=0.0995203


Tree=5310
num_leaves=14
num_cat=0
split_feature=18 9 20 20 5 0 5 0 5 17 6 28 0
split_gain=0.00301751 0.00649884 0.00442106 0.00308679 0.0048224 0.00898178 0.0246631 0.00407875 0.0104789 0.00581056 0.00507425 0.00388396 0.00388593
threshold=0.19545000000000004 0.092465000000000033 -0.24910499999999999 -0.080934999999999993 -0.54382499999999989 -0.225295 -0.09583499999999999 -0.050054999999999995 0.26676500000000009 -0.095109999999999986 -0.095554999999999987 0.087260000000000018 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 -5 6 -6 8 9 -4 -11 12 -7
right_child=1 -3 3 4 5 11 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.00085848912123858995 0.0011177247705144925 -0.00035642457617990987 -0.00070015813732955809 0.00073807384696007803 -0.0026358261212806457 0.00049830568867152323 0.00035823323566382603 -0.00063418737184505044 0.0014588350965962769 -0.00051940329312260137 0.00038499512491008689 -0.00094749186614242846 -9.4377888668849196e-05
leaf_weight=70 64 54 80 66 50 114 59 60 61 74 347 51 2617
leaf_count=70 64 54 80 66 50 114 59 60 61 74 347 51 2617
internal_value=0 0.000436177 -7.43424e-05 -5.87769e-05 -0.000101328 -0.000120774 -0.00100768 0.000142195 0.000226539 7.48653e-05 0.000224083 -8.57305e-05 -6.93378e-05
internal_weight=0 118 3649 3579 2957 2891 109 622 562 501 421 2782 2731
internal_count=3767 118 3649 3579 2957 2891 109 622 562 501 421 2782 2731
is_linear=0
shrinkage=0.0995203


Tree=5311
num_leaves=8
num_cat=0
split_feature=28 21 26 1 36 12 4
split_gain=0.00228759 0.00209544 0.00464432 0.00414051 0.00360591 0.00482257 0.00260696
threshold=0.090965000000000018 0.15544000000000005 -0.23202999999999999 0.62916000000000016 0.090760000000000021 -0.008564999999999998 0.084755000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=-0.00075971310604434992 -0.00068467020487143087 0.00049172651893446468 0.00089729287566153997 0.00090204866784071146 -0.00087087766122593961 -1.9345165540182413e-06 -0.00020898637106082967
leaf_weight=90 56 71 54 46 52 2612 786
leaf_count=90 56 71 54 46 52 2612 786
internal_value=0 -4.26072e-05 -5.32546e-05 -3.51137e-05 -4.76503e-05 -3.50123e-05 -5.00691e-05
internal_weight=0 3711 3640 3550 3504 3452 3398
internal_count=3767 3711 3640 3550 3504 3452 3398
is_linear=0
shrinkage=0.0995203


Tree=5312
num_leaves=15
num_cat=0
split_feature=17 18 21 1 1 26 6 26 18 10 10 1 26 11
split_gain=0.0144331 0.0185922 0.0179452 0.0175278 0.00958245 0.00569398 0.012156 0.0115483 0.0053631 0.00531075 0.00747758 0.0071283 0.00420947 0.00994768
threshold=0.25342000000000009 -0.074709999999999985 -0.080634999999999998 -0.54365999999999992 0.024780000000000007 0.095385000000000011 0.10877500000000002 0.087745000000000031 0.11651000000000002 0.090150000000000022 0.086275000000000018 -0.50597999999999999 -0.2382 -0.37931999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 7 -7 8 -4 10 11 -5 -13 -14
right_child=1 2 4 9 -6 6 -8 -9 -10 -11 -12 12 13 -15
leaf_value=0.0017174577737477086 0.0021717868717273667 0.0019319237273765465 0.00089478328710737142 -0.0010206919474116405 0.001371976326781782 -0.00051790586521880668 0.0014606890763988649 -0.0014803413085707773 -0.00056648761767053924 -0.00081941987130853666 0.0011612749877351588 0.00074959376693938039 -0.0014009266923301136 -1.1781398072531482e-05
leaf_weight=57 63 59 50 72 47 69 55 73 49 85 52 69 52 2910
leaf_count=57 63 59 50 72 47 69 55 73 49 85 52 69 52 2910
internal_value=0 0.000579842 0.000328322 -1.22139e-05 5.00964e-05 -0.000157031 0.000353095 -0.000529556 0.000163259 -4.2896e-05 -2.17159e-05 -4.18043e-05 -1.82811e-05 -3.64452e-05
internal_weight=0 465 402 3297 343 296 124 172 99 3240 3155 3103 3031 2962
internal_count=3762 465 402 3297 343 296 124 172 99 3240 3155 3103 3031 2962
is_linear=0
shrinkage=0.0995203


Tree=5313
num_leaves=15
num_cat=0
split_feature=17 18 8 18 17 9 5 38 26 10 10 7 9 0
split_gain=0.0117118 0.0150672 0.0109391 0.021977 0.0104262 0.00690219 0.0118582 0.00673463 0.00625511 0.00531214 0.00639488 0.00437209 0.00462161 0.00434439
threshold=0.25342000000000009 -0.074709999999999985 -0.082244999999999999 -0.0032949999999999998 -0.57205499999999987 0.093335000000000015 -0.075744999999999993 -0.083989999999999995 0.096535000000000024 0.090150000000000022 0.086275000000000018 0.082295000000000021 0.11201500000000002 -0.10148
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 6 -4 -6 -7 10 11 12 -9 -5
right_child=1 2 5 13 7 8 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=0.0014005309102570807 0.0019556502736835946 0.0027147406977196887 0.00033001777020605344 0.00080360545753057906 0.0011484717390624853 0.0011349057897768564 -0.0018935294022072592 -6.4227942038258537e-05 -0.00020688886596707335 -0.00083237051719845575 0.0010748379075189989 -0.00084391858149625667 0.00042288258134230808 -0.00041611400567177054
leaf_weight=51 63 48 46 56 47 55 48 2790 90 84 51 67 207 59
leaf_count=51 63 48 46 56 47 55 48 2790 90 84 51 67 207 59
internal_value=0 0.000522311 0.000295647 0.000924901 -1.09984e-05 -0.000130084 -0.000796702 -3.3428e-05 0.000296422 -5.10485e-05 -2.97163e-05 -4.83687e-05 -3.03105e-05 0.000170718
internal_weight=0 465 402 163 3297 239 94 3246 145 3199 3115 3064 2997 115
internal_count=3762 465 402 163 3297 239 94 3246 145 3199 3115 3064 2997 115
is_linear=0
shrinkage=0.0995203


Tree=5314
num_leaves=16
num_cat=0
split_feature=19 6 17 18 5 26 17 18 26 4 22 0 5 21 20
split_gain=0.0116348 0.0672342 0.00736212 0.0198114 0.00660913 0.00745338 0.0060351 0.00572712 0.00429195 0.00763994 0.0046677 0.00620674 0.00360377 0.00451036 0.00401971
threshold=0.11198000000000002 -0.012574999999999999 0.25342000000000009 -0.074709999999999985 -0.14118999999999998 0.095385000000000011 -0.55380499999999999 -0.080424999999999996 -0.2382 0.15116500000000005 0.12223500000000002 -0.233955 -0.035924999999999999 0.10886500000000003 -0.075115000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 6 -4 -5 -6 7 -1 -8 10 11 -10 13 14 -2
right_child=1 -3 3 4 5 -7 8 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=-3.4332065455771898e-06 0.00020741455864484301 0.0035852906835499893 0.0022017642923014853 0.0007988943943343039 -0.00099396580251347936 0.00039991693788699788 0.00073824467927175938 -0.0014000443794721256 -0.0010560660900187974 -0.0011751783402434951 0.00097185530241239437 -6.8636170159673102e-06 -0.00095023175965187553 0.00080048742434141651 -0.0010134128899984833
leaf_weight=57 60 61 54 83 77 74 73 62 57 57 47 2854 46 53 47
leaf_count=57 60 61 54 83 77 74 73 62 57 57 47 2854 46 53 47
internal_value=0 0.000682519 6.94044e-07 0.000482919 8.27638e-05 -0.00030545 -4.23562e-05 -0.000737959 -1.52852e-05 -3.38014e-05 -1.15305e-05 -2.76892e-05 -0.000173067 4.52519e-05 -0.000321186
internal_weight=0 267 3495 288 234 151 3207 119 3088 3015 2958 2911 206 160 107
internal_count=3762 267 3495 288 234 151 3207 119 3088 3015 2958 2911 206 160 107
is_linear=0
shrinkage=0.0995203


Tree=5315
num_leaves=11
num_cat=0
split_feature=1 19 0 3 3 29 20 21 0 0
split_gain=0.0113278 0.0101153 0.00386706 0.011782 0.00885055 0.00285645 0.00505413 0.00352732 0.00617636 0.0041029
threshold=-0.54365999999999992 0.14061500000000002 0.076335000000000014 0.11089500000000001 0.10426500000000002 0.097185000000000021 -0.23803499999999997 0.13276500000000005 -0.07298499999999998 -0.23099
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2 9 -9 -8
right_child=1 -3 3 -5 -6 -7 7 8 -10 -11
leaf_value=0.0013897395057909409 -0.00075117049134622229 0.0014138871860077478 -0.00071849792674074753 -0.0017107015667555887 0.00095787870671211104 0.00058236468338287105 -0.00063241172029361115 0.0013566382637722745 -0.0001504684058627855 3.1409071270513373e-05
leaf_weight=61 84 51 66 52 59 89 95 53 53 3099
leaf_count=61 84 51 66 52 59 89 95 53 53 3099
internal_value=0 2.19789e-05 2.30601e-06 -0.000451201 6.62029e-05 2.56545e-05 1.0771e-05 3.04139e-05 0.000595362 1.14086e-05
internal_weight=0 3701 3650 177 125 3473 3384 3300 106 3194
internal_count=3762 3701 3650 177 125 3473 3384 3300 106 3194
is_linear=0
shrinkage=0.0995203


Tree=5316
num_leaves=16
num_cat=0
split_feature=9 26 2 24 6 4 4 5 4 6 1 22 1 21 4
split_gain=0.00573088 0.0178011 0.0152287 0.00729642 0.00705385 0.00655079 0.0147973 0.00814259 0.00776816 0.00755028 0.010301 0.00562819 0.00548623 0.00410244 0.00309767
threshold=0.11296000000000002 0.3159550000000001 -0.049174999999999996 -0.070455000000000004 -0.06656999999999999 0.10739000000000003 0.11394500000000003 -0.072054999999999994 0.10575500000000003 0.11816500000000002 -0.050379999999999994 0.11777500000000002 -0.061135000000000002 -0.091869999999999993 0.11995000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 8 7 -7 9 13 -11 14 -6 -5 -8
right_child=2 -3 -4 5 12 6 11 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.001253879381142842 0.00090265085357559732 0.0019013951404083834 -0.0016082208545356671 0.0008520005599963375 0.00017176713150272003 0.00050969898042683916 0.00076070756526102267 0.0021528562979201151 -0.0013031138010656553 -0.0017095151822521663 6.0659972368382749e-05 -0.00093468185708198072 -0.0012398256837798463 -8.4728970786405801e-06 9.0814802834835107e-07
leaf_weight=46 62 49 80 56 63 65 71 58 48 61 68 52 47 2688 220
leaf_count=46 62 49 80 56 63 65 71 58 48 61 68 52 47 2688 220
internal_value=0 1.7847e-05 -0.000473513 -8.79892e-06 4.94992e-05 7.86926e-06 0.000354592 0.00129118 -4.71647e-05 -2.58963e-05 -0.000770054 1.63457e-05 -0.000423926 8.78947e-06 0.000189102
internal_weight=0 3482 252 3433 172 3387 466 123 2921 2873 129 343 110 2744 291
internal_count=3734 3482 252 3433 172 3387 466 123 2921 2873 129 343 110 2744 291
is_linear=0
shrinkage=0.0995203


Tree=5317
num_leaves=25
num_cat=0
split_feature=0 0 5 0 9 3 3 1 8 5 9 0 1 21 8 2 2 5 3 3 3 21 21 21
split_gain=0.00541584 0.0079501 0.0096605 0.00667472 0.00647122 0.020794 0.0132859 0.00784593 0.00564993 0.0108572 0.0244864 0.0080163 0.00721782 0.00635585 0.00487156 0.00573571 0.00873222 0.00871634 0.00824453 0.0159729 0.0090029 0.00402103 0.0112839 0.00846047
threshold=-0.086304999999999993 -0.087394999999999987 -0.011204999999999998 -0.085754999999999984 0.11408000000000003 0.13902500000000004 0.16637500000000002 -0.057259999999999998 -0.064619999999999997 -0.079124999999999987 0.092225000000000015 -0.085144999999999985 -0.014549999999999999 0.10384500000000002 0.068430000000000019 -0.012154999999999999 -0.058894999999999996 -0.0071849999999999995 0.12015500000000003 0.10726500000000001 0.13977500000000004 0.095375000000000029 0.10089500000000003 0.090830000000000022
decision_type=2 2 2 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 -3 -2 6 7 8 -6 11 10 -10 -5 -11 -13 15 16 21 18 19 -17 -20 23 -23 -1
right_child=3 2 -4 4 5 -7 -8 -9 9 12 -12 13 -14 -15 -16 17 -18 -19 20 -21 -22 22 -24 -25
leaf_value=-3.116165983966882e-05 -0.0010406184092174239 0.0001918914981665526 0.0020256258824329215 0.001049928528390162 -0.00086162611663784141 -0.0023002628291297813 0.001316489084221596 0.00086390367736852679 0.00027351436720219181 5.560560514835541e-05 -0.0026843024553947154 -9.9028284615165679e-05 -0.00087220315332721052 0.00062539437198255883 0.00086737652859380393 -7.2350412967881906e-05 -0.0011514212058732704 0.0013279527490172303 -0.0016099067699536932 0.0015205564317067152 0.00021653206130088404 0.0016964999697035631 -8.5751341433551692e-05 -0.001287771355963373
leaf_weight=473 74 75 47 73 46 53 70 60 54 406 56 1138 104 134 71 217 77 69 50 87 56 47 137 60
leaf_count=473 74 75 47 73 46 53 70 60 54 406 56 1138 104 134 71 217 77 69 50 87 56 47 137 60
internal_value=0 0.0001353 0.000905041 -0.000110088 -7.83291e-05 -0.000690029 -3.01331e-05 0.000107366 -7.8521e-05 -0.000327203 -0.00122484 3.55045e-05 -0.00013199 -2.20697e-05 6.48188e-05 1.94141e-05 -0.000143973 0.000291957 0.00011561 0.000380822 -0.000637273 -3.46399e-05 0.000365049 -0.000174155
internal_weight=0 1466 122 2268 2194 159 2035 106 1965 620 110 1345 510 1272 1344 1273 794 479 410 304 106 717 184 533
internal_count=3734 1466 122 2268 2194 159 2035 106 1965 620 110 1345 510 1272 1344 1273 794 479 410 304 106 717 184 533
is_linear=0
shrinkage=0.0995203


Tree=5318
num_leaves=23
num_cat=0
split_feature=0 6 5 5 5 6 9 4 2 4 17 26 0 26 17 5 9 0 21 9 18 9
split_gain=0.00451165 0.0117184 0.0101059 0.0187556 0.0131648 0.00987959 0.00463136 0.0206624 0.0140738 0.00484567 0.00487667 0.0147676 0.0124915 0.00737697 0.00591823 0.0047923 0.00415569 0.00387835 0.00371927 0.00485496 0.00818668 0.00601393
threshold=-0.085794999999999996 0.085955000000000018 -0.090689999999999993 -0.013384999999999999 -0.0091849999999999987 0.08481000000000001 0.11408000000000003 0.13864000000000004 -0.050194999999999997 0.12061000000000001 0.07134500000000002 0.096980000000000025 -0.080614999999999992 -0.22971 0.059130000000000009 -0.025879999999999997 0.086965000000000028 -0.087084999999999982 0.12208500000000003 0.084290000000000018 0.09679500000000002 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
left_child=1 5 16 -4 -5 17 7 9 15 10 13 12 -12 -2 -15 -8 -3 18 19 20 -1 -21
right_child=6 2 3 4 -6 -7 8 -9 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 21 -22 -23
leaf_value=0.00038538195623947998 -0.0011046495752167758 0.00057610010201795459 0.002486645603554789 -0.00089769029941178283 0.0012836577880123595 -0.0013817300334256907 0.00077165536976534258 0.0015145824498676531 -0.0020452113198046826 -0.00084094819110954778 -0.00080905983017392396 -0.0016858503701357381 0.00050942128086026563 -7.6701011156171486e-06 0.0010730059291297639 -0.00055571878932465704 -0.00069993000860593105 0.00087025508118200394 -0.0007122936256512305 -0.0005785796463263469 -0.00097261484985115756 0.00010319105401852896
leaf_weight=492 59 48 66 47 65 50 46 79 48 90 132 73 154 1408 52 65 53 54 67 208 48 330
leaf_count=492 59 48 66 47 65 50 46 79 48 90 132 73 154 1408 52 65 53 54 67 208 48 330
internal_value=0 0.000119056 0.000702228 0.00115374 0.000360961 -1.05569e-05 -0.00010338 -6.27463e-05 -0.000621357 -0.00012648 -9.18042e-05 -0.000421761 -9.62462e-05 -1.32834e-05 3.02591e-05 0 -8.53947e-05 4.59402e-05 6.34924e-06 5.17739e-05 0.000263155 -0.000158872
internal_weight=0 1528 279 178 112 1249 2206 2047 159 1968 1878 359 286 1519 1460 111 101 1199 1145 1078 540 538
internal_count=3734 1528 279 178 112 1249 2206 2047 159 1968 1878 359 286 1519 1460 111 101 1199 1145 1078 540 538
is_linear=0
shrinkage=0.0995203


Tree=5319
num_leaves=18
num_cat=0
split_feature=0 0 0 18 18 22 8 1 0 1 0 9 3 3 5 23 17
split_gain=0.00376213 0.0063989 0.00635474 0.0148908 0.00788536 0.00571327 0.00496744 0.00577017 0.00745633 0.00710029 0.00468058 0.00391673 0.0156332 0.0106914 0.00667794 0.00329835 0.00332138
threshold=-0.086304999999999993 -0.085754999999999984 -0.087394999999999987 -0.008179999999999998 0.14607000000000003 0.11383500000000003 0.068430000000000019 0.41696500000000009 -0.15137999999999999 0.40780000000000011 -0.085349999999999995 0.11408000000000003 0.13902500000000004 0.16637500000000002 -0.025879999999999997 -1.0000000180025095e-35 0.26760500000000004
decision_type=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 -1 -3 13 14 15 -13 -12 -17
right_child=1 10 3 -5 -6 -7 -8 8 -10 -11 11 12 -14 -15 -16 16 -18
leaf_value=-1.4956465839788257e-05 -0.0010024146162441376 0.00085332562355877454 0.0018671579703576275 -0.00032315329743967051 0.0012060277400388509 -0.00099273413265851384 0.00089770534888343261 0.0016323256218328806 -1.6948871375956824e-05 -0.0012195539043458456 -0.00079916720594855599 0.00086992545530063445 -0.0019560829585130272 0.0011619281710305584 -0.00071177339067812165 -1.4806047542128365e-05 -0.00042192295289196984
leaf_weight=1009 74 54 63 59 56 55 64 47 62 51 63 57 53 70 49 1621 227
leaf_count=1009 74 54 63 59 56 55 64 47 62 51 63 57 53 70 49 1621 227
internal_value=0 -9.14857e-05 0.000113027 0.000801199 4.99504e-05 0 4.39547e-05 -2.08593e-06 0.000686696 -7.36859e-05 -6.03885e-05 -8.38274e-05 -0.00055952 -4.52339e-05 0.00013104 -8.98807e-05 -6.52574e-05
internal_weight=0 2268 1466 122 1344 1288 1233 1169 109 1060 2194 2140 159 1981 106 1911 1848
internal_count=3734 2268 1466 122 1344 1288 1233 1169 109 1060 2194 2140 159 1981 106 1911 1848
is_linear=0
shrinkage=0.0995203


Tree=5320
num_leaves=12
num_cat=0
split_feature=29 22 0 4 0 3 26 3 26 5 0
split_gain=0.0380041 0.032198 0.00526456 0.0120056 0.00591999 0.00442809 0.00899923 0.0214764 0.0127706 0.00786944 0.00843234
threshold=0.12737000000000004 0.13264000000000004 0.12433000000000002 0.10198500000000002 0.11291000000000002 0.08920500000000002 0.086685000000000026 0.087570000000000023 0.087260000000000018 -0.54382499999999989 -0.14909499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 -8 -7 -11
right_child=-2 -3 3 -5 -6 9 8 -9 -10 10 -12
leaf_value=0.00015424642894187285 -0.0027781438083883687 0.0027167153572584903 -2.7372973120250564e-05 0.0019805871520020184 -0.0010768412739800383 0.0011852049279475407 -0.0016398968248947825 0.0014134642746820797 2.6892545669458778e-05 -0.00073033644183437014 -2.9446379801592433e-06
leaf_weight=729 46 46 80 46 46 51 50 165 500 173 1829
leaf_count=729 46 46 80 46 46 51 50 165 500 173 1829
internal_value=0 9.96452e-05 6.66105e-05 0.000699195 4.38828e-05 5.88591e-05 0.000192477 0.000387568 -0.000123145 -3.4724e-05 -6.62101e-05
internal_weight=0 3715 3669 126 3543 3497 1444 894 550 2053 2002
internal_count=3761 3715 3669 126 3543 3497 1444 894 550 2053 2002
is_linear=0
shrinkage=0.0995203


Tree=5321
num_leaves=20
num_cat=0
split_feature=10 7 9 9 3 1 26 26 2 17 26 2 17 1 1 9 26 1 26
split_gain=0.0265563 0.0225632 0.00366689 0.0116863 0.021509 0.0078457 0.00562211 0.0153591 0.0198715 0.0132905 0.00959172 0.0122009 0.00743383 0.00477418 0.0149197 0.0138611 0.013156 0.0112023 0.0067634
threshold=0.096215000000000023 0.10421500000000002 0.085495000000000029 0.085075000000000026 0.085545000000000024 -0.50388999999999995 0.086215000000000028 0.091195000000000012 -0.086554999999999993 -0.0064000000000000003 0.083705000000000016 -0.086414999999999992 0.016900000000000005 -0.083284999999999984 -0.079844999999999985 0.08846500000000003 0.10725000000000003 -0.078729999999999994 0.089795000000000028
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 -4 10 8 -8 -9 12 -12 -1 16 15 -15 18 -16 -7
right_child=-2 -3 5 4 -6 13 7 9 -10 -11 11 -13 -14 14 17 -17 -18 -19 -20
leaf_value=0.00018859127240240307 0.0022287627673098767 -0.0021645818876965877 0.0012508791479663185 -0.0002136610771277308 0.0027833772628687893 -0.00049393024508951992 0.00027266465911490734 0.0016034203325292844 -0.0020439550679284459 -0.00047766927483033152 -0.00013779018299393857 0.0012211182422584993 -0.00048138333668932062 2.2636152634096166e-05 -0.0015327000917916926 0.0019544324290808501 -0.0018333145327170813 -3.0806987867004747e-05 0.00041106827684917054
leaf_weight=734 55 46 46 48 46 213 66 58 81 63 104 172 211 77 51 72 53 1433 132
leaf_count=734 55 46 46 48 46 213 66 58 81 63 104 172 211 77 51 72 53 1433 132
internal_value=0 2.53765e-05 5.31242e-05 0.000167314 0.00124427 -3.35122e-05 9.87766e-05 -0.000312838 -0.000998271 0.000513113 0.000189793 0.0007061 3.81328e-05 -6.30054e-05 1.18367e-05 0.000961616 -0.00037214 -8.29736e-05 -0.000145297
internal_weight=0 3706 3660 1583 94 2077 1489 268 147 121 1221 276 945 2031 1633 149 398 1484 345
internal_count=3761 3706 3660 1583 94 2077 1489 268 147 121 1221 276 945 2031 1633 149 398 1484 345
is_linear=0
shrinkage=0.0995203


Tree=5322
num_leaves=12
num_cat=0
split_feature=29 22 0 4 0 3 3 2 3 5 0
split_gain=0.0306561 0.0261518 0.00416208 0.00978196 0.00515006 0.00340152 0.00757909 0.0428652 0.00918381 0.00628466 0.00655242
threshold=0.12737000000000004 0.13264000000000004 0.12433000000000002 0.10198500000000002 0.11291000000000002 0.08920500000000002 0.088685000000000028 -0.082139999999999991 0.08844500000000001 -0.54382499999999989 -0.14909499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 8 -8 -1 -7 -11
right_child=-2 -3 3 -5 -6 9 7 -9 -10 10 -12
leaf_value=0.00014843650661229348 -0.0025007827884908798 0.0024424593921441784 -3.8408826500904672e-05 0.0017733460630033845 -0.0010115225871433653 0.0010558989746088658 -0.00067887680783152912 0.003283764158574416 -0.001281389716077268 -0.00064780166436903194 -6.5114787222511461e-06
leaf_weight=1287 46 46 80 46 46 51 65 46 46 173 1829
leaf_count=1287 46 46 80 46 46 51 65 46 46 173 1829
internal_value=0 8.38705e-05 5.40766e-05 0.000616529 3.3843e-05 4.7828e-05 0.000164959 0.000955924 9.8481e-05 -3.41589e-05 -6.23366e-05
internal_weight=0 3715 3669 126 3543 3497 1444 111 1333 2053 2002
internal_count=3761 3715 3669 126 3543 3497 1444 111 1333 2053 2002
is_linear=0
shrinkage=0.0995203


Tree=5323
num_leaves=20
num_cat=0
split_feature=29 27 26 26 8 8 9 20 9 8 8 8 26 26 20 26 20 2 29
split_gain=0.0248578 0.0226056 0.00303874 0.0060608 0.00444776 0.0132373 0.0170393 0.00658605 0.0276172 0.00876824 0.00391746 0.00383985 0.010213 0.0082791 0.00375763 0.00979821 0.00373535 0.00403652 0.00327193
threshold=0.12737000000000004 0.11470500000000003 0.087435000000000027 0.087865000000000013 -0.085385000000000003 -0.087129999999999999 0.08401500000000002 -0.082119999999999985 0.083925000000000013 -0.089984999999999996 -0.085605000000000001 -0.083804999999999991 0.084735000000000019 0.086580000000000032 -0.079864999999999992 0.091275000000000023 -0.077394999999999992 -0.070724999999999996 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 4 10 5 7 -7 8 -1 -9 -4 12 -6 18 15 -5 -16 -18 -13
right_child=-2 -3 3 14 11 6 -8 9 -10 -11 -12 13 -14 -15 16 -17 17 -19 -20
leaf_value=-0.0003878932843844891 -0.0022519044229746365 0.00200828132435434 -0.0014635772866353014 -0.0012250983785369082 0.00047085907152183138 0.0024375735111106223 0.00023990544277421042 0.00018126195719375909 0.0026664587709594846 -0.00080149477293135741 -0.00017696145383814548 4.5851325444951531e-05 -0.0014874414681639793 0.0013711035002107901 0.00074727355433241961 0.0003372114172623749 -0.00010154357404855424 0.00030543939503041172 -0.00076173213142845264
leaf_weight=77 46 59 48 82 49 61 84 387 47 117 49 1106 56 46 71 76 921 327 52
leaf_count=77 46 59 48 82 49 61 84 387 47 117 49 1106 56 46 71 76 921 327 52
internal_value=0 7.54799e-05 4.40646e-05 -5.99361e-05 0.000123083 0.000312409 0.00117009 0.000113074 0.000763203 -4.52538e-05 -0.000822077 1.06552e-05 -0.000565772 6.16049e-05 -9.32923e-06 -0.000468427 4.50444e-05 4.43785e-06 8.87982e-06
internal_weight=0 3715 3656 1574 2082 773 145 628 124 504 97 1309 105 1204 1477 158 1319 1248 1158
internal_count=3761 3715 3656 1574 2082 773 145 628 124 504 97 1309 105 1204 1477 158 1319 1248 1158
is_linear=0
shrinkage=0.0995203


Tree=5324
num_leaves=15
num_cat=0
split_feature=18 1 20 9 2 2 3 26 8 0 26 18 26 10
split_gain=0.0115267 0.0112893 0.00392668 0.00341558 0.008499 0.00493343 0.00689074 0.00466213 0.00987147 0.00502166 0.00423005 0.0282117 0.00355308 0.0035426
threshold=0.23251500000000005 -0.027059999999999997 -0.24910499999999999 0.11222500000000002 -0.043929999999999997 -0.060455000000000002 0.11492500000000001 0.11991000000000003 -0.060034999999999998 -0.076439999999999994 0.10924500000000002 0.089505000000000015 -0.2382 0.090150000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 5 6 -5 10 9 -9 12 -12 -4 -14
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 11 -13 13 -15
leaf_value=-0.00073541949388805465 -0.0021268697000364945 0 -0.00074201614352066385 -0.00011288425216178893 0.0015430565970508186 -0.000451321476611053 0.0014393212318342208 0.0007952588644054556 -0.0014036196322769708 -0.00061476942550263457 -0.0011267610996265314 0.0017510677935524835 3.3799952170614516e-05 -0.00080249211976513794
leaf_weight=68 50 49 62 67 50 91 48 53 71 47 57 82 2915 51
leaf_count=68 50 49 62 67 50 91 48 53 71 47 57 82 2915 51
internal_value=0 -0.00107481 1.33474e-05 2.77422e-05 0.000378079 9.13432e-05 0.000527875 6.28676e-07 -0.000505278 0.000124359 2.82032e-05 0.000565062 3.28845e-06 1.9144e-05
internal_weight=0 99 3662 3594 256 206 115 3338 171 100 3167 139 3028 2966
internal_count=3761 99 3662 3594 256 206 115 3338 171 100 3167 139 3028 2966
is_linear=0
shrinkage=0.0995203


Tree=5325
num_leaves=12
num_cat=0
split_feature=18 1 22 24 23 6 8 8 6 21 6
split_gain=0.00966148 0.0140859 0.00300403 0.00298561 0.00426686 0.00513039 0.00573364 0.00781772 0.00468391 0.00747227 0.00414833
threshold=0.17794000000000004 -0.048734999999999994 0.13160500000000006 0.084270000000000025 -0.046924999999999994 -0.23827499999999999 -0.057284999999999996 -0.099434999999999996 -0.07664 0.084795000000000023 -0.03764
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 -6 9 -7 -10
right_child=1 -3 -4 -5 5 8 -8 -9 10 -11 -12
leaf_value=-0.00065580190061367729 -0.0018205177925125036 0.0002120691339824841 -0.00068698276278227803 0.0007135546786724773 0.0010738455528316241 -0.0011960510036294711 0.0014542190123846242 -0.00056311497679345404 0.00042548038137275678 -0.0001059019415124905 2.8117709870559882e-05
leaf_weight=91 70 64 59 62 53 68 51 63 298 779 2103
leaf_count=91 70 64 59 62 53 68 51 63 298 779 2103
internal_value=0 -0.000843621 1.67935e-05 2.86605e-05 1.63154e-05 3.44651e-05 0.000572472 0.00017775 6.55079e-06 -0.000194389 7.77773e-05
internal_weight=0 134 3627 3568 3506 3415 167 116 3248 847 2401
internal_count=3761 134 3627 3568 3506 3415 167 116 3248 847 2401
is_linear=0
shrinkage=0.0995203


Tree=5326
num_leaves=18
num_cat=0
split_feature=21 9 8 9 9 17 20 2 9 8 21 4 8 9 26 2 7
split_gain=0.00298158 0.00296411 0.00519817 0.0037721 0.0101895 0.0153169 0.0226483 0.0122753 0.0112585 0.00907368 0.00421017 0.00849533 0.00381629 0.00890348 0.00379801 0.00713823 0.00357616
threshold=0.16638500000000003 0.13087500000000005 -0.057284999999999996 0.087885000000000019 0.08938500000000002 0.0041300000000000009 -0.0070099999999999997 -0.083974999999999994 0.089645000000000016 -0.086254999999999984 -0.032929999999999994 0.10739000000000003 -0.51030999999999993 -0.37999999999999995 0.089150000000000021 -0.084385000000000002 -0.074779999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 12 5 7 -7 -5 -6 -9 -10 -12 -1 -14 16 -16 -15
right_child=-2 2 -4 4 8 6 -8 9 10 -11 11 -13 13 14 15 -17 -18
leaf_value=0.00082458301982462419 -0.00070239034018671528 -0.00023756070072056376 0.0011642790064346168 -0.0013715374425760632 0.0015130146930765022 -0.00016741047534552832 -0.0032598552680508878 -0.00067459794212541889 -0.00072811053595108269 0.001089511133098818 -8.3950852168261745e-05 0.0011317287402762687 -0.0012109273456263931 0.00083840454733703426 0.0011355599942614015 -1.5438537347973867e-05 7.1372527692703623e-06
leaf_weight=65 61 47 57 55 46 48 47 46 90 76 1105 60 54 53 93 122 1636
leaf_count=65 61 47 57 55 46 48 47 46 90 76 1105 60 54 53 93 122 1636
internal_value=0 -6.65791e-07 0.000522884 -1.6035e-05 -0.000131814 -0.000685844 -0.00170597 -0.000133691 -1.53532e-05 0.000417645 -7.20254e-05 -2.0638e-05 7.35848e-05 4.82357e-05 8.43772e-05 0.000478628 3.37067e-05
internal_weight=0 3700 104 3596 1573 272 95 177 1301 122 1255 1165 2023 1958 1904 215 1689
internal_count=3761 3700 104 3596 1573 272 95 177 1301 122 1255 1165 2023 1958 1904 215 1689
is_linear=0
shrinkage=0.0995203


Tree=5327
num_leaves=10
num_cat=0
split_feature=18 19 11 11 29 27 26 2 23
split_gain=0.0081265 0.00784198 0.00277243 0.00733101 0.00273369 0.00265397 0.00391103 0.00981332 0.00355587
threshold=0.23251500000000005 0.10725500000000003 -0.37931999999999999 -0.100185 -0.088709999999999997 -0.032854999999999995 0.11991000000000003 0.0040650000000000018 -0.056174999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 8 -8 -7
right_child=1 -3 3 4 5 6 7 -9 -10
leaf_value=-0.00064124864165669227 -0.0018523251889706884 -5.9691550993677945e-05 0.0012462287734272966 -0.00062643548674834167 0.00059030983697662344 0.00075982291924049249 -7.1340010459647991e-05 -0.0016862421896453935 2.0951605067935439e-05
leaf_weight=63 46 53 48 66 79 66 203 46 3091
leaf_count=63 46 53 48 66 79 66 203 46 3091
internal_value=0 -0.000900902 1.27668e-05 2.44427e-05 7.69688e-06 1.99412e-05 6.47149e-06 -0.000372963 3.66577e-05
internal_weight=0 99 3662 3599 3551 3485 3406 249 3157
internal_count=3761 99 3662 3599 3551 3485 3406 249 3157
is_linear=0
shrinkage=0.0995203


Tree=5328
num_leaves=18
num_cat=0
split_feature=21 28 8 21 3 3 3 3 2 6 8 2 17 8 8 8 8
split_gain=0.0134975 0.0121867 0.0040271 0.00778076 0.00502369 0.0100708 0.00898769 0.0455884 0.0130933 0.00688613 0.00660979 0.00771799 0.00658173 0.00513195 0.00482238 0.00588849 0.0123772
threshold=0.17920500000000003 0.080375000000000016 -0.065539999999999987 -0.091104999999999992 0.08622500000000001 0.085910000000000028 0.089005000000000015 0.088685000000000028 -0.084804999999999992 0.08866000000000003 -0.069939999999999988 -0.077714999999999992 0.51775000000000015 -0.082419999999999993 -0.057284999999999996 -0.050299999999999997 -0.041669999999999992
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 9 7 8 -6 13 12 -12 -8 -1 -5 -16 -17
right_child=-2 -3 3 14 6 -7 10 -9 -10 -11 11 -13 -14 -15 15 16 -18
leaf_value=-8.3120374139249154e-05 -0.0015939607342712232 0.0012595852570675484 -0.0012752205616931999 -0.00088414510591135415 -0.00056667334937427274 -0.0015890294963146771 -0.00010348972309942514 0.0032509477521228758 0.00059092808711831712 -0.0010738102751613548 -4.599354994324496e-05 0.0017233960961182918 0.00098389417003789145 0.00074850602740008439 0.00094159196971218368 -0.0015365830238146551 -1.6462336412122554e-05
leaf_weight=417 52 77 58 72 150 46 1088 54 271 59 49 47 58 89 57 56 1032
leaf_count=417 52 77 58 72 150 46 1088 54 271 59 49 47 58 89 57 56 1032
internal_value=0 2.06896e-05 -5.55975e-06 -0.000147942 7.20684e-05 -0.000172362 0.000159526 0.000527772 0.000176537 -5.55734e-05 1.80326e-05 0.000811743 -4.7742e-05 6.15361e-05 -9.35449e-05 -4.31153e-05 -9.54563e-05
internal_weight=0 3680 3603 1275 2328 611 1717 475 421 565 1242 96 1146 506 1217 1145 1088
internal_count=3732 3680 3603 1275 2328 611 1717 475 421 565 1242 96 1146 506 1217 1145 1088
is_linear=0
shrinkage=0.0995203


Tree=5329
num_leaves=11
num_cat=0
split_feature=21 28 27 7 18 18 8 18 0 1
split_gain=0.0109433 0.00988325 0.00333749 0.0029301 0.00329822 0.0329791 0.0249851 0.00836359 0.0048055 0.00471473
threshold=0.17920500000000003 0.080375000000000016 -0.038765000000000001 -0.10984999999999999 -0.089024999999999993 -0.085709999999999995 -0.080659999999999996 -0.090899999999999995 0.12433000000000002 0.056790000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 -6 9 -7 -5
right_child=-2 -3 3 4 5 8 -8 -9 -10 -11
leaf_value=-0.00068078443474485571 -0.0014353293772331121 0.0011342309845727072 -0.00066395882506740977 -0.00017133625505896593 0.0027797543231525175 -3.1321162104429666e-05 -3.5969057962937558e-05 -0.0012489286001518755 0.00070453805649220219 0.00062149481143944113
leaf_weight=71 52 77 63 537 76 2562 52 65 91 86
leaf_count=71 52 77 63 537 76 2562 52 65 91 86
internal_value=0 1.8542e-05 -5.07427e-06 8.27704e-06 2.07214e-05 6.91984e-05 0.00162947 -0.00017404 -5.77203e-06 -6.05784e-05
internal_weight=0 3680 3603 3532 3469 2781 128 688 2653 623
internal_count=3732 3680 3603 3532 3469 2781 128 688 2653 623
is_linear=0
shrinkage=0.0995203


Tree=5330
num_leaves=10
num_cat=0
split_feature=21 28 26 29 29 3 3 3 17
split_gain=0.00887268 0.00801495 0.00352657 0.00641596 0.00512192 0.00323219 0.00625331 0.00508355 0.00239398
threshold=0.17920500000000003 0.080375000000000016 -0.23202999999999999 -0.08570499999999999 -0.08294 0.098000000000000018 0.10089500000000003 0.08622500000000001 -0.010655
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 -5 7 -7 -6 -1
right_child=-2 -3 3 4 5 6 -8 -9 -10
leaf_value=-8.5896610309439914e-05 -0.0012924850651205 0.0010213521236719177 0.00083595279675123904 -0.00099084853155160624 -0.00013439082883099409 -0.00085953942540130542 -5.6011139237942109e-05 0.00018339961035608376 -0.0011223409494286207
leaf_weight=46 52 77 91 52 754 106 1047 1461 46
leaf_count=46 52 77 91 52 754 106 1047 1461 46
internal_value=0 1.66303e-05 -4.6145e-06 1.10945e-05 -1.06141e-05 4.27713e-06 -0.000130593 7.48522e-05 -0.000613017
internal_weight=0 3680 3603 3511 3420 3368 1153 2215 92
internal_count=3732 3680 3603 3511 3420 3368 1153 2215 92
is_linear=0
shrinkage=0.0995203


Tree=5331
num_leaves=11
num_cat=0
split_feature=21 28 19 27 18 18 3 18 9 10
split_gain=0.00719349 0.00650022 0.00271239 0.00335276 0.00305284 0.0271606 0.0182643 0.00635021 0.0032966 0.00302348
threshold=0.17920500000000003 0.080375000000000016 -0.10411999999999999 -0.038765000000000001 -0.089024999999999993 -0.085709999999999995 0.08895500000000002 -0.090899999999999995 0.097680000000000031 0.091080000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 7 6 -6 8 -5 -7
right_child=-2 -3 3 4 5 9 -8 -9 -10 -11
leaf_value=0.00064802616142007046 -0.0011638568177214925 0.00091970699274049664 -0.00073544527290941722 -0.00019922295661747885 0.0023951761288563325 -1.045771625480634e-05 -3.4307534512374563e-05 -0.0011306923959063873 0.00042342496416188725 -0.0008162725063792861
leaf_weight=62 52 77 63 493 79 2644 49 65 101 47
leaf_count=62 52 77 63 493 79 2644 49 65 101 47
internal_value=0 1.48867e-05 -4.2231e-06 -1.58746e-05 -2.60506e-06 4.22373e-05 0.00145874 -0.000195669 -9.19737e-05 -2.4836e-05
internal_weight=0 3680 3603 3541 3478 2819 128 659 594 2691
internal_count=3732 3680 3603 3541 3478 2819 128 659 594 2691
is_linear=0
shrinkage=0.0995203


Tree=5332
num_leaves=14
num_cat=0
split_feature=26 0 18 5 9 10 5 6 5 6 6 9 9
split_gain=0.0128237 0.0351578 0.011047 0.00608531 0.00507264 0.00667858 0.00677995 0.00567009 0.00539769 0.00497726 0.00403828 0.00559689 0.00488435
threshold=-0.10954 -0.060094999999999996 0.31227500000000008 0.63455500000000009 -0.094329999999999997 0.086275000000000018 0.51935500000000012 -0.42102499999999998 -0.016815 -0.47287499999999999 -0.10032499999999998 0.08758500000000001 0.094835000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 7 6 9 -2 -9 -6 -1 -12 -13
right_child=2 -3 -4 -5 5 -7 -8 8 -10 -11 11 12 -14
leaf_value=-0.00085905834635593265 0.0014319992016230141 0.0024945204802462422 -0.0015661236533261952 -0.0011580476106919499 -0.00097051112737061218 0.00082065714902073848 -0.0012704227268813724 -0.00035213425456594465 0.00086039306839597518 -4.6424158185763243e-05 0.0010851528121971243 -0.00093292247559958541 0.00040690449645988734
leaf_weight=46 46 74 48 48 59 83 47 85 63 2973 49 49 59
leaf_count=46 46 74 48 48 59 83 47 85 63 2973 49 49 59
internal_value=0 0.000637345 -6.63751e-05 -4.49865e-05 -2.88228e-05 -5.9359e-05 -8.33473e-05 0.000464667 0.000158478 -6.46761e-05 -3.56228e-05 0.000200425 -0.0001934
internal_weight=0 277 3452 3404 3356 3162 3079 194 148 3032 203 157 108
internal_count=3729 277 3452 3404 3356 3162 3079 194 148 3032 203 157 108
is_linear=0
shrinkage=0.0995203


Tree=5333
num_leaves=13
num_cat=0
split_feature=26 3 1 5 2 8 26 21 9 8 2 6
split_gain=0.0104 0.0471474 0.00855312 0.00492735 0.00475251 0.00492872 0.0064148 0.00726885 0.00506426 0.00311777 0.00792342 0.00424796
threshold=-0.10954 0.085730000000000015 -0.55579999999999996 0.63455500000000009 -0.22383 0.10528000000000003 0.10304500000000003 0.10254500000000003 -0.094329999999999997 0.24853500000000003 -0.082644999999999982 -0.070010000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 8 -8 -6 10 11 -3
right_child=2 9 3 -5 5 -7 7 -9 -10 -11 -12 -13
leaf_value=0.0034461779095236776 -0.0013937102084458732 0.0008857497584112275 0.0007074898357071626 -0.0010427984848174231 0.00048739354482569311 -0.0009637010608203652 0.00048534965749294419 -0.00046705148505100642 -0.00012222003456887788 0.00057691008150459293 -0.0012196956321655511 -0.00034102433868147961
leaf_weight=47 47 53 85 48 142 57 403 98 2572 64 55 58
leaf_count=47 47 53 85 48 142 57 403 98 2572 64 55 58
internal_value=0 0.000573916 -5.98166e-05 -4.11641e-05 -2.65984e-05 -4.59188e-05 -2.93924e-05 0.000297418 -9.00226e-05 -9.46551e-06 -0.00024047 0.000237358
internal_weight=0 277 3452 3405 3357 3272 3215 501 2714 230 166 111
internal_count=3729 277 3452 3405 3357 3272 3215 501 2714 230 166 111
is_linear=0
shrinkage=0.0995203


Tree=5334
num_leaves=20
num_cat=0
split_feature=17 18 2 18 18 18 5 5 3 2 18 26 5 8 8 4 8 10 26
split_gain=0.00930417 0.0130365 0.0128357 0.0499776 0.00541565 0.00743421 0.00767733 0.0110519 0.0103237 0.00565434 0.00493927 0.00823277 0.00761888 0.00347837 0.00805082 0.00707649 0.00329036 0.00259287 0.00117639
threshold=-0.55380499999999999 -0.080424999999999996 -0.13088999999999998 -0.088855000000000003 -0.01264 -0.015440000000000001 -0.045014999999999993 -0.025879999999999997 0.083875000000000019 -0.097424999999999998 -0.007069999999999999 0.08709500000000002 -0.011764999999999999 -0.057284999999999996 -0.050299999999999997 0.13255000000000003 0.093085000000000015 0.076775000000000024 0.085855000000000029
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 5 6 -4 -8 -9 -6 11 -11 -13 15 -15 -12 17 -5 -19
right_child=2 -3 4 16 9 -7 7 8 -10 10 13 12 -14 14 -16 -17 -18 18 -20
leaf_value=0.00023160503955829136 0.0034845811703932872 -0.0017883493205899099 0.00088208479152055038 -0.00085835132019620585 -0.00088563960886084848 -0.0013423682238645901 -0.0013351342981222966 -0.0012820577820881684 -4.3422405964902467e-05 -0.00035994677448493488 -0.00014308602691183095 0.0020043491119030483 0.00030358582370665772 0.0014857663284759423 0.00013801711224334056 0.00060995978022116901 0.00056689408427607405 0.00040020165659476883 -0.00030580400086560101
leaf_weight=58 51 68 69 48 59 53 79 71 1121 54 992 52 55 48 546 141 71 46 47
leaf_count=58 51 68 69 48 59 53 79 71 1121 54 992 52 55 48 546 141 71 46 47
internal_value=0 -0.000852032 1.78993e-05 0.000687448 -3.45776e-05 -0.000184564 -0.000138159 -0.00019419 -0.000117887 7.23109e-05 0.000102681 0.00063035 0.00113778 5.30144e-05 0.000248304 -4.86482e-05 1.06909e-05 -0.000263577 3.46007e-05
internal_weight=0 126 3603 263 3340 1393 1340 1271 1192 1947 1888 161 107 1727 594 1133 212 141 93
internal_count=3729 126 3603 263 3340 1393 1340 1271 1192 1947 1888 161 107 1727 594 1133 212 141 93
is_linear=0
shrinkage=0.0995203


Tree=5335
num_leaves=20
num_cat=0
split_feature=17 18 2 5 18 18 5 5 5 9 9 4 0 21 2 6 4 0 6
split_gain=0.0075317 0.0105835 0.0104083 0.0416533 0.00439789 0.00602471 0.00622898 0.00895754 0.00863362 0.00519062 0.0209931 0.0160829 0.00626663 0.0040848 0.0115315 0.00674384 0.00253835 0.00267807 0.00111402
threshold=-0.55380499999999999 -0.080424999999999996 -0.13088999999999998 0.063170000000000018 -0.01264 -0.015440000000000001 -0.045014999999999993 -0.025879999999999997 -0.020074999999999999 0.11351500000000002 0.10646500000000002 0.12577000000000002 -0.06340999999999998 0.087235000000000021 -0.091674999999999993 -0.094839999999999994 0.079225000000000018 -0.061654999999999995 -0.045589999999999999
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 16 5 6 -4 -8 -9 10 13 12 -11 14 -6 -15 -2 18 -18
right_child=2 -3 4 -5 9 -7 7 8 -10 11 -12 -13 -14 15 -16 -17 17 -19 -20
leaf_value=0.00020855570530865572 0.00052855169232824859 -0.0016103725285708536 0.00079429954258718996 0.0028984672301571117 -0.0012436477640498501 -0.0012087755959003239 -0.0012022615087076654 0.0011718066366215869 -0.00016289587587325183 0.00081146750119379292 0.0020130443489900186 -0.0020264036104516272 -0.00058474352366598035 0.00019601364542532986 0.00023104388352612718 -0.00049732610084264736 -0.00089702262824150638 0.00029878096085184043 -0.00019959122965447018
leaf_weight=58 52 68 69 61 55 53 79 50 1142 65 56 47 62 263 1107 292 53 51 46
leaf_count=58 52 68 69 61 55 53 79 50 1142 65 56 47 62 263 1107 292 53 51 46
internal_value=0 -0.000766591 1.60953e-05 0.000619033 -3.11365e-05 -0.000166313 -0.00012447 -0.000174992 -0.000106223 6.51564e-05 0.000116429 -0.000452585 0.000123407 5.40936e-05 0.000160539 -0.000167296 -6.52587e-05 -0.000276571 -0.000581233
internal_weight=0 126 3603 263 3340 1393 1340 1271 1192 1947 1773 174 127 1717 1162 555 202 150 99
internal_count=3729 126 3603 263 3340 1393 1340 1271 1192 1947 1773 174 127 1717 1162 555 202 150 99
is_linear=0
shrinkage=0.0995203


Tree=5336
num_leaves=19
num_cat=0
split_feature=19 2 26 0 26 2 2 2 6 0 26 2 2 26 0 26 25 29
split_gain=0.0109893 0.00585053 0.0155339 0.0069265 0.0193423 0.0320099 0.00756941 0.0170672 0.0128404 0.00923828 0.00749282 0.00665949 0.00708201 0.00647206 0.00994299 0.00543088 0.00441565 0.00459486
threshold=0.14061500000000002 -0.080165 0.11377500000000003 -0.087300000000000003 0.089005000000000015 -0.085804999999999992 -0.082275000000000001 -0.082704999999999987 0.089090000000000016 -0.085349999999999995 0.088605000000000017 -0.079555000000000001 -0.078784999999999994 0.087625000000000022 -0.088329999999999992 -0.23202999999999999 1.0000000180025095e-35 -0.08570499999999999
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 -6 7 10 9 -8 -5 -3 -13 14 -1 -14 17 -17
right_child=-2 11 -4 6 5 -7 8 -9 -10 -11 -12 12 15 -15 -16 16 -18 -19
leaf_value=-9.0399751308816429e-05 0.001449657820997301 0.00099073610954227551 -0.0016049836998731156 -0.00016175073675908633 -3.1352813745973465e-05 -0.003604170082605431 0.0010698516799548877 -0.0017813846824045753 0.0016487715547303019 -0.00062762084965385461 0.00051087510897696823 -0.00095303227590520963 -0.00093903224670117958 0.00090852692807986079 -0.0015517048220234704 0.00077432202237269379 0.00085597411942940095 1.7226597688520032e-05
leaf_weight=368 48 73 74 713 55 46 50 57 70 87 213 71 52 51 53 84 72 1505
leaf_count=368 48 73 74 713 55 46 50 57 70 87 213 71 52 51 53 84 72 1505
internal_value=0 -6.54022e-05 -0.000191432 -0.000131636 -0.000415927 -0.00166668 4.56654e-06 -0.000109919 0.000552192 -2.1298e-06 -6.1482e-06 5.88296e-05 2.02378e-05 -0.000146552 -0.000276309 6.10556e-05 9.28576e-05 5.77645e-05
internal_weight=0 3694 1837 1763 573 101 1190 983 207 137 926 1857 1784 472 421 1713 1661 1589
internal_count=3742 3694 1837 1763 573 101 1190 983 207 137 926 1857 1784 472 421 1713 1661 1589
is_linear=0
shrinkage=0.0995203


Tree=5337
num_leaves=13
num_cat=0
split_feature=17 26 11 4 24 8 18 3 2 20 20 2
split_gain=0.0102489 0.0204186 0.00490743 0.0074012 0.00621885 0.0052683 0.00449035 0.00421696 0.0115671 0.00397385 0.00939574 0.00549594
threshold=0.51544000000000012 0.089545000000000027 -0.23394000000000001 0.13707500000000003 -1.0000000180025095e-35 -0.409445 -0.26631499999999997 0.11578500000000001 -0.07360499999999999 -0.085594999999999991 -0.084474999999999995 -0.086554999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -5 7 -6 -9 11 -11 -8
right_child=1 -3 3 5 6 -7 9 8 -10 10 -12 -13
leaf_value=0.00068755329898964688 -0.00013048094035706333 0.0024570633532075914 0.00090019086705784516 -2.8351167391842473e-05 0.0011723158449822029 -0.0013885068288956612 -0.00022009111114154248 -0.00096904047938076957 0.0011499688129828333 -0.0014886424724020696 -0.00012361393222732638 0.00053244097905796666
leaf_weight=82 80 48 65 48 52 73 174 52 50 51 2755 212
leaf_count=82 80 48 65 48 52 73 174 52 50 51 2755 212
internal_value=0 0.000833453 -7.24009e-05 -9.0276e-05 -6.28835e-05 -0.000855707 -8.1837e-05 0.000442005 6.16639e-05 -0.000107367 -0.000148716 0.000191096
internal_weight=0 128 3614 3532 3411 121 3346 154 102 3192 2806 386
internal_count=3742 128 3614 3532 3411 121 3346 154 102 3192 2806 386
is_linear=0
shrinkage=0.0995203


Tree=5338
num_leaves=18
num_cat=0
split_feature=19 1 1 8 5 18 1 1 1 9 1 11 9 1 1 18 26
split_gain=0.00852766 0.00503068 0.0124291 0.0170129 0.0228095 0.0424506 0.0285674 0.00763861 0.00670371 0.0138152 0.00586071 0.00521944 0.00860331 0.00471679 0.00474027 0.00437228 0.0064318
threshold=0.14061500000000002 -0.077634999999999996 -0.082489999999999994 -0.092094999999999996 -0.015214999999999999 0.090540000000000023 -0.08113999999999999 -0.084204999999999988 -0.08616 0.084645000000000012 -0.076329999999999995 -0.23394000000000001 -0.22988499999999998 -0.087734999999999994 -0.088694999999999982 0.19545000000000004 -0.230515
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 6 -5 8 13 -10 -3 -12 -13 14 -1 16 -14
right_child=-2 10 3 4 -6 -7 -8 -9 9 -11 11 12 15 -15 -16 -17 -18
leaf_value=-2.8773205097389315e-05 0.0012801693101811037 0.0011333564182536111 0.0005387698423812028 -0.0049372143734247647 0.00073037965217778548 -9.4554732894014577e-05 -0.0014696586400284755 0.00087131065358707067 -0.0019593570844953774 0.00035182768559550938 0.00089661976564699142 -0.0013056923055390589 -0.0008202201366372102 0.0009150745618881522 -0.0010603976426711325 0.0009745056204029319 3.0279263036960234e-05
leaf_weight=757 48 47 74 46 48 87 50 83 55 47 64 50 92 49 47 46 2052
leaf_count=757 48 47 74 46 48 87 50 83 55 47 64 50 92 49 47 46 2052
internal_value=0 -5.44346e-05 -0.00020818 -0.000766866 -0.00118867 -0.00169649 -0.00313972 -4.323e-05 -0.000123571 -0.000886374 3.30436e-05 1.02427e-05 -1.4717e-05 -3.13967e-05 -9.00979e-05 1.43836e-05 -5.83424e-06
internal_weight=0 3694 1343 305 231 183 96 1038 955 102 2351 2304 2240 853 804 2190 2144
internal_count=3742 3694 1343 305 231 183 96 1038 955 102 2351 2304 2240 853 804 2190 2144
is_linear=0
shrinkage=0.0995203


Tree=5339
num_leaves=14
num_cat=0
split_feature=17 9 1 1 5 5 1 1 1 11 2 25 5
split_gain=0.00793387 0.0179495 0.00476153 0.0105739 0.0112998 0.00896494 0.00577923 0.0172629 0.004785 0.00427659 0.00787068 0.00413614 0.00404629
threshold=0.51544000000000012 0.091965000000000033 -0.077634999999999996 -0.078509999999999983 -0.094469999999999985 -0.088174999999999989 -0.080085000000000003 -0.082489999999999994 -0.076329999999999995 -0.23394000000000001 0.41639000000000009 1.0000000180025095e-35 0.26676500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -7 -4 -10 11 12 -11
right_child=1 -3 8 -5 5 6 -8 -9 9 10 -12 -13 -14
leaf_value=-0.0012994566693266016 -0.00021327904307840426 0.0021857139214915269 0.0010205646374896117 -0.0016165716325835127 0.0010318015992097334 -5.506702117620551e-05 0.0008787420198721101 -0.0013355094868368589 0.00080738795779048387 -6.6469631767936634e-05 -0.0012782832048606515 0.00081803435047868138 0.00035707021850851751
leaf_weight=80 77 51 47 51 68 976 52 117 64 1795 48 61 255
leaf_count=80 77 51 47 51 68 976 52 117 64 1795 48 61 255
internal_value=0 0.000736175 -6.08202e-05 -0.000209348 -0.000153209 -7.69367e-05 -0.000143498 -0.000192881 2.67579e-05 5.37799e-06 -1.80171e-05 1.02511e-05 -1.33861e-05
internal_weight=0 128 3614 1344 1293 1213 1145 1093 2270 2223 2159 2111 2050
internal_count=3742 128 3614 1344 1293 1213 1145 1093 2270 2223 2159 2111 2050
is_linear=0
shrinkage=0.0995203


Tree=5340
num_leaves=34
num_cat=0
split_feature=18 18 18 1 6 8 8 3 3 18 6 18 3 18 18 0 8 3 24 18 26 0 3 8 26 6 4 4 18 0 0 17 4
split_gain=0.00989826 0.0105035 0.0206764 0.00860007 0.0149675 0.0130125 0.0201106 0.012659 0.0115444 0.0103713 0.0108511 0.0147355 0.00846613 0.00817593 0.0247787 0.00802317 0.011445 0.00922444 0.00657143 0.00656159 0.0119562 0.00591616 0.00966006 0.00754745 0.00402216 0.00349764 0.0123696 0.0133973 0.0109683 0.00581509 0.0108181 0.00431251 0.00384412
threshold=-0.057764999999999997 -0.021369999999999997 -0.027300000000000001 -0.050379999999999994 0.11481500000000001 -0.081534999999999982 -0.083504999999999982 0.087045000000000025 0.090835000000000013 -0.085834999999999995 -0.088734999999999994 -0.091869999999999993 0.084855000000000028 -0.099739999999999995 -0.080814999999999984 -0.051394999999999996 -0.00076499999999999995 0.11578500000000001 0.10216500000000002 -0.037059999999999989 0.091765000000000027 -0.072274999999999992 0.10636500000000003 -0.077604999999999993 0.084735000000000019 -0.0072949999999999994 0.11670500000000002 0.10333000000000002 -0.011835 -0.057604999999999996 -0.066264999999999991 -0.17385999999999999 0.12205500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 6 -1 12 9 10 -5 -12 -7 15 -15 16 17 -10 25 20 -2 23 -23 -9 -11 28 27 31 -3 30 -30 -27 -31
right_child=1 18 -4 8 -6 7 -8 21 13 24 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 32 -32 -33 -34
leaf_value=0.00017333532537994363 0.0017963798678325674 -0.0013839289337341356 0.0025071336765664725 0.00011897172018495751 -0.0017781504133748478 -5.7525620330333574e-06 -0.0025583238678779556 -0.0006550276329555818 0.0011479063143893693 0.0011098329427850359 -0.00048988414346537782 -0.0026934950081276511 0.0017263616153469577 0.0023932652648844203 -0.00057684524089841708 0.0012025267764918003 -0.0014354471822616314 -0.00055740824133001219 -0.0011040846252607795 -0.00055058462598606139 -0.0003479110898004884 -0.0018907247254078853 -8.2135555081673902e-05 0.00077599685683288095 -0.00018704956269145127 0.00088594587217243569 0.0016378600383191971 -0.0014449290932332195 4.3809130391577445e-05 8.2417384056523841e-05 0.0014700624439308359 0.00015772153873156339 -0.0010306663380237147
leaf_weight=50 52 56 53 75 78 53 56 75 63 46 76 51 57 65 48 50 54 62 46 63 50 54 66 71 47 89 58 50 916 49 56 930 77
leaf_count=50 52 56 53 75 78 53 56 75 63 46 76 51 57 65 48 50 54 62 46 63 50 54 66 71 47 89 58 50 916 49 56 930 77
internal_value=0 0.000134439 0.000795362 -0.000212511 -0.000497118 -0.000288116 -0.00126208 -1.13625e-05 3.64079e-05 -0.000418358 -0.000820182 -0.00138125 0.000884356 0.00043107 0.00112438 8.53815e-05 -0.000222097 0.000295521 7.21702e-05 0.000240558 0.000737231 -0.00038485 -0.000902823 3.52745e-05 0.000445617 9.62502e-05 0.000221028 0.00014339 -2.48986e-05 4.36689e-05 0.000126822 0.000222128 -0.000591304
internal_weight=0 2545 218 1197 560 482 106 376 637 295 202 127 110 342 113 229 179 125 2327 165 102 266 120 146 93 2281 1127 1069 1154 1098 972 1019 126
internal_count=3742 2545 218 1197 560 482 106 376 637 295 202 127 110 342 113 229 179 125 2327 165 102 266 120 146 93 2281 1127 1069 1154 1098 972 1019 126
is_linear=0
shrinkage=0.0995203


Tree=5341
num_leaves=10
num_cat=0
split_feature=2 24 27 13 23 4 4 1 2
split_gain=0.00448983 0.00437311 0.00336514 0.00357282 0.00397376 0.00648293 0.00740639 0.00606361 0.00345829
threshold=-0.24163499999999999 0.10415500000000003 0.10530500000000002 0.083560000000000023 -0.046924999999999994 0.13279000000000005 0.12028000000000003 0.42266000000000009 -0.026175
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7 -4
right_child=1 -3 8 -5 5 7 -8 -9 -10
leaf_value=-0.00073574809742297468 -0.00069267256912801942 -0.00091614053284925254 9.2960082729222877e-05 0.00087097796272200053 6.3279131219556368e-05 0.001532995674669528 -0.0010614346980627417 0.00010127990161296775 -0.0010028186771097766
leaf_weight=76 69 47 52 54 3205 57 59 63 60
leaf_count=76 69 47 52 54 3205 57 59 63 60
internal_value=0 3.67678e-05 4.93695e-05 6.67247e-05 5.39102e-05 6.9375e-05 4.2698e-05 0.000788167 -0.000486755
internal_weight=0 3666 3619 3507 3453 3384 3264 120 112
internal_count=3742 3666 3619 3507 3453 3384 3264 120 112
is_linear=0
shrinkage=0.0995203


Tree=5342
num_leaves=29
num_cat=0
split_feature=18 18 3 8 2 18 2 6 2 6 8 9 3 26 9 5 9 3 0 4 4 24 5 26 4 36 23 3
split_gain=0.00806351 0.00852217 0.0168204 0.0160703 0.00811149 0.0275172 0.00958634 0.00958672 0.00830215 0.0183745 0.00951664 0.0102887 0.0134472 0.0162941 0.0128063 0.00876871 0.00507256 0.010493 0.00772179 0.0054359 0.0046262 0.00447448 0.00438648 0.00335513 0.00980397 0.00423722 0.00415142 0.00140909
threshold=-0.057764999999999997 -0.021369999999999997 0.088685000000000028 -0.082014999999999991 -0.088385000000000005 -0.092864999999999989 -0.10598499999999998 -0.011749999999999998 -0.086304999999999993 -0.0093650000000000001 -0.074204999999999993 0.089935000000000029 0.088115000000000013 0.084685000000000024 0.094010000000000024 -0.0078499999999999976 0.089645000000000016 0.10038500000000002 -0.06340999999999998 0.081905000000000019 0.090595000000000023 0.10216500000000002 0.058505000000000008 -0.23202999999999999 0.14727500000000002 0.08605500000000002 -0.046924999999999994 0.099950000000000025
decision_type=2 2 2 2 2 2 2 2 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 27 -8 9 -6 11 12 13 -10 -13 -14 19 -18 -19 -12 -21 23 -5 -3 25 26 -25 -1
right_child=1 21 3 22 8 -7 7 -9 10 -11 16 14 15 -15 -16 -17 17 18 -20 20 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=-0.001203284002040897 0.0023616516088216114 -0.00063138825395641404 -0.00099424952947115659 0.0003280795904254118 0.0022805909236162042 -0.0024416927270359116 -0.00029092129546091992 0.0016461106661145811 -0.0023631904546017038 -0.00021930666118152989 -0.0010103075520154546 -0.0020777821176713729 0.0013844534311765059 -8.2574788929735491e-05 -0.00014659293021588923 -0.00010987087315775787 0.0018526683006820986 -0.00051474363378785132 0.00098078051346709924 0.0008498700143590301 -0.00034637862091687363 -0.00090726937497166964 0.0016325354310656143 -0.00071192812605823971 0.001348529884440389 -0.00066051271487039956 0.00011979795378234543 -0.00040554956720977655
leaf_weight=47 48 63 64 52 46 66 55 46 48 78 54 75 62 90 64 102 47 79 60 57 72 46 54 61 61 76 2020 49
leaf_count=47 48 63 64 52 46 66 55 46 48 78 54 75 62 90 64 102 47 79 60 57 72 46 54 61 61 76 2020 49
internal_value=0 0.000119151 0.00071451 0.000244618 -0.000193998 -0.00068249 -8.89568e-05 0.000583186 -5.55691e-05 0.000701473 -0.000172473 -0.00048505 -0.000155809 -0.000881765 -0.00119449 0.000450065 0.000198877 0.000565901 0.000124917 -0.00016969 0.000175851 6.30244e-05 0.00100034 8.29508e-05 0.00010361 6.80241e-05 9.50243e-05 -0.000804635
internal_weight=0 2545 218 170 1197 263 197 101 934 124 810 441 302 138 139 164 369 186 139 183 129 2327 106 2281 2218 2157 2081 96
internal_count=3742 2545 218 170 1197 263 197 101 934 124 810 441 302 138 139 164 369 186 139 183 129 2327 106 2281 2218 2157 2081 96
is_linear=0
shrinkage=0.0995203


Tree=5343
num_leaves=25
num_cat=0
split_feature=18 9 3 26 8 18 18 3 2 6 21 8 8 6 18 26 7 19 9 2 21 18 26 20
split_gain=0.00655612 0.00765038 0.0237698 0.0178326 0.0083937 0.00691987 0.0167852 0.00670754 0.00960563 0.00749145 0.0066942 0.00792261 0.0111853 0.00629032 0.00599726 0.00938831 0.00368124 0.00347289 0.00532179 0.0059869 0.00832919 0.00335313 0.00521762 0.00467421
threshold=-0.057764999999999997 0.083955000000000016 0.085545000000000024 0.083705000000000016 -0.085764999999999994 -0.021369999999999997 -0.027300000000000001 0.08511500000000001 0.10166000000000001 -0.0048649999999999995 0.12094000000000002 -0.08176499999999999 -0.080724999999999991 -0.011039999999999999 -0.037059999999999989 0.091765000000000027 -0.068034999999999998 0.10395500000000002 0.084915000000000032 -0.083204999999999987 0.095695000000000016 0.19545000000000004 -0.23202999999999999 -0.080434999999999993
decision_type=2 2 2 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 -4 6 14 -1 9 -9 11 13 -13 -6 15 -2 -7 21 -19 -20 -21 22 -18 -24
right_child=5 2 4 -5 10 16 -8 8 -10 -11 -12 12 -14 -15 -16 -17 17 18 19 20 -22 -23 23 -25
leaf_value=0.00064536181349056246 0.0015581960391892417 -0.0019635093403462746 -0.0013982851085467555 0.001889897617419278 -0.00021987626506112776 -0.00061427972673288331 0.0021856971817838678 -0.00023670199722490489 0.00048433054424220224 -0.0018802826553097054 0.00081324572954376317 -0.0018227846932461461 -0.00021034151255977014 0.001099705730738225 -0.00061341253998058252 -0.00034123259806188963 -0.00094572414293098085 -0.00112673181448424 0.00087326842140854582 -0.0012987106874165738 0.00030853475651568165 0.00083944829002453338 -0.00022642654446501553 0.00019448419196403687
leaf_weight=83 52 80 51 54 66 78 53 61 69 52 75 47 483 76 63 50 46 56 53 56 73 63 311 1591
leaf_count=83 52 80 51 54 66 78 53 61 69 52 75 47 483 76 63 50 46 56 53 56 73 63 311 1591
internal_value=0 -0.000175099 -0.00032715 0.00024083 -0.000162077 0.000107261 0.000643775 -9.21174e-05 -0.000432938 -0.00100028 -7.65818e-05 -0.000177111 -0.000354876 0.000480614 0.000143529 0.000619078 5.66472e-05 8.02803e-05 -0.000278151 -1.2551e-05 -0.000382838 0.000123107 9.95201e-05 0.00012523
internal_weight=0 1197 878 319 798 2545 218 265 182 113 747 672 530 142 165 102 2327 2249 238 182 129 2011 1948 1902
internal_count=3742 1197 878 319 798 2545 218 265 182 113 747 672 530 142 165 102 2327 2249 238 182 129 2011 1948 1902
is_linear=0
shrinkage=0.0995203


Tree=5344
num_leaves=25
num_cat=0
split_feature=0 10 21 21 26 1 20 18 17 20 1 21 26 21 21 20 17 7 0 4 4 30 17 3
split_gain=0.0104124 0.0122013 0.00535472 0.0212099 0.00688923 0.00515541 0.00500934 0.00626154 0.00437699 0.00807718 0.0125022 0.0124004 0.0115976 0.00745425 0.00960419 0.00905329 0.00841428 0.00305758 0.00402316 0.00578884 0.0103581 0.00559117 0.00520289 0.00120992
threshold=0.076335000000000014 0.086165000000000019 0.089665000000000022 0.088795000000000027 0.097125000000000031 -0.49056499999999997 -0.065649999999999986 0.022040000000000008 -0.053765 -0.083495 -0.040439999999999997 0.11043500000000002 -1.0000000180025095e-35 0.094920000000000018 0.099005000000000024 -0.076364999999999988 0.048565000000000011 0.082295000000000021 -0.059114999999999994 0.13657000000000005 0.10398500000000002 0.090320000000000025 -0.012064999999999999 0.089535000000000017
decision_type=2 2 2 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 8 -2 -6 -8 9 11 -11 -4 -12 16 -15 -16 -10 18 21 20 -20 22 -1 -19
right_child=1 -3 4 -5 6 -7 7 -9 13 10 12 -13 -14 14 15 -17 -18 23 19 -21 -22 -23 -24 -25
leaf_value=-0.00012025041371074835 0.00026094961727038754 -0.0019618668533850571 -0.001672448972149008 0.0022140417754760115 -0.0014551333657001442 -0.00088645409185922276 0.00037983120459920901 -0.0010822913948589491 -0.0019502276765040543 -0.00079175944731412482 -0.00019721722964867575 0.00052456533065569624 0.0012998706166415053 0.0012717909816729956 0.0005495127050358827 -0.00067467724894291017 -0.00020691886930875066 -0.00084292529883777203 0.00063717979393384898 0.0014338126259485909 -0.00087909047179815091 -0.0010072780367361563 0.00019927717911003402 -0.00010875735869085771
leaf_weight=904 87 56 51 46 63 69 58 57 49 62 76 50 152 48 90 176 65 49 164 48 61 50 1138 46
leaf_count=904 87 56 51 46 63 69 58 57 49 62 76 50 152 48 90 176 65 49 164 48 61 50 1138 46
internal_value=0 -0.000699657 1.84699e-05 9.62912e-05 -0.000176316 -0.000241308 -0.000737831 -0.000337755 -5.32779e-05 0.000186186 0.000454709 -0.000576713 0.000797251 -0.000273953 -2.10311e-05 -0.0002574 -0.000963417 5.63581e-05 7.88941e-05 0.000438447 0.000222464 3.15821e-05 5.74204e-05 -0.000496051
internal_weight=0 212 3503 2506 997 156 178 115 819 391 290 101 228 428 314 266 114 2460 2365 273 225 2092 2042 95
internal_count=3715 212 3503 2506 997 156 178 115 819 391 290 101 228 428 314 266 114 2460 2365 273 225 2092 2042 95
is_linear=0
shrinkage=0.0995203


Tree=5345
num_leaves=18
num_cat=0
split_feature=2 20 20 6 2 17 17 17 6 6 6 6 6 3 17 2 3
split_gain=0.0141421 0.00530208 0.0211258 0.00690936 0.00847638 0.00547121 0.0071265 0.00500158 0.00682046 0.00434952 0.00429413 0.00747352 0.00591097 0.00530828 0.00673824 0.00395659 0.0028443
threshold=-0.24206999999999998 -0.081189999999999998 -0.08231999999999999 0.11884000000000002 -0.069815000000000002 0.42451000000000011 0.51362000000000008 0.40827500000000011 0.11056500000000001 0.10449000000000003 -0.091244999999999993 -0.07664 -0.11533 0.087625000000000022 -0.46515999999999996 -0.075899999999999995 0.089655000000000026
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 -5 7 -7 8 9 -3 12 16 -2 -13 -15 -8 -12
right_child=1 3 -4 4 -6 6 15 -9 -10 -11 11 13 -14 14 -16 -17 -18
leaf_value=-0.0016997104086166573 -0.00017048535334095868 -6.7605236913775545e-05 0.0017491750152622933 0.0017477818861812214 -1.6597052653883658e-05 -0.0014671464036084549 -0.00074952613682381815 0.00092221842379010895 -0.0011692251413980795 0.00082615086092610861 -0.0012868324762822373 0.00084860334830919244 0.0012819296002282003 0.00093936238752850777 -0.00026019433236659323 0.00055320836092338809 -0.00026095002533875342
leaf_weight=49 50 2531 82 46 63 64 46 51 55 55 57 81 60 56 268 46 55
leaf_count=49 50 2531 82 46 63 64 46 51 55 55 57 81 60 56 268 46 55
internal_value=0 2.06593e-06 0.000246703 -5.6314e-05 0.000720493 -8.63318e-05 -0.000659795 -5.27957e-05 -7.19341e-05 -4.82799e-05 4.89022e-05 -6.98116e-05 0.000614299 0.00012743 -5.03368e-05 -8.92608e-05 -0.00079036
internal_weight=0 3666 709 2957 109 2848 156 2692 2641 2586 627 517 110 405 324 92 112
internal_count=3715 3666 709 2957 109 2848 156 2692 2641 2586 627 517 110 405 324 92 112
is_linear=0
shrinkage=0.0995203


Tree=5346
num_leaves=23
num_cat=0
split_feature=2 26 26 0 3 3 9 3 2 0 2 1 20 18 9 2 19 11 0 0 0 26
split_gain=0.011524 0.00489589 0.0100348 0.0205498 0.00639192 0.0175985 0.0129107 0.0142022 0.0110192 0.0166206 0.00883927 0.00547298 0.00584053 0.00508724 0.00832782 0.00484464 0.00557858 0.00445499 0.00452459 0.00529829 0.00468693 0.00309111
threshold=-0.24163499999999999 0.085635000000000031 0.084815000000000015 -0.085054999999999992 0.10038500000000002 0.10486500000000003 0.094085000000000016 0.097255000000000022 -0.077604999999999993 -0.077544999999999989 -0.069459999999999994 0.061835000000000008 -0.065649999999999986 0.10786500000000003 0.092855000000000021 -0.077714999999999992 0.0069650000000000016 -0.37931999999999999 0.12461500000000002 0.048265000000000009 0.019150000000000004 0.09414500000000002
decision_type=2 2 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 -4 6 -6 10 8 -8 -10 13 15 -13 14 -3 -7 -17 -2 19 20 -19 -15
right_child=1 4 3 -5 5 11 7 -9 9 -11 -12 12 -14 21 -16 16 -18 18 -20 -21 -22 -23
leaf_value=-0.0012562921780266039 -0.00086668972905686015 -7.427199629323096e-05 0.0021081404017034935 -0.00039527367544677091 -0.0017291567162429626 0.00073680448534268279 0.0012556978683369436 0.0020503943077446645 0.00079911796696952898 -0.0017138851349554288 -0.0013776075205389337 -0.0014585288518235192 -0.00011006632856441352 5.7030770644640903e-05 -0.0014074797865850778 0.00018127775768788431 -0.0010520031529364221 0.00010450556554496477 -0.00085378385588890879 0.00085369962245661064 -0.00084733731803407735 0.0011657480689606758
leaf_weight=73 50 925 71 59 84 86 64 57 54 50 54 54 81 54 49 124 51 1433 49 91 53 49
leaf_count=73 50 925 71 59 84 86 64 57 54 50 54 54 81 54 49 124 51 1433 49 91 53 49
internal_value=0 6.41659e-06 0.00012297 0.000965679 -0.000107787 -0.000419901 2.09269e-06 0.000691173 0.000225136 -0.000401185 -0.000134268 -0.000140112 -0.000655516 -7.11682e-05 -0.000142184 0.000123339 -0.000173458 5.71164e-05 8.60272e-05 0.000115748 7.0006e-05 0.000592427
internal_weight=0 3642 1806 130 1836 480 1356 225 168 104 1131 396 135 1077 974 261 175 1676 1626 1577 1486 103
internal_count=3715 3642 1806 130 1836 480 1356 225 168 104 1131 396 135 1077 974 261 175 1676 1626 1577 1486 103
is_linear=0
shrinkage=0.0995203


Tree=5347
num_leaves=18
num_cat=0
split_feature=2 20 20 6 2 20 6 26 21 21 21 6 6 6 3 3 21
split_gain=0.00967393 0.00410233 0.016693 0.00567733 0.00679301 0.00533052 0.00415597 0.0103082 0.00467677 0.00721903 0.00663671 0.00345258 0.0062487 0.00484855 0.00414045 0.00729603 0.00308156
threshold=-0.24206999999999998 -0.081189999999999998 -0.08231999999999999 0.11884000000000002 -0.069815000000000002 -0.080434999999999993 0.10681500000000003 0.096275000000000013 0.094640000000000016 0.092595000000000025 0.098000000000000018 -0.091244999999999993 -0.07664 -0.11533 0.11404500000000002 0.097595000000000029 0.088010000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 5 -5 -3 8 -8 9 -7 -10 13 16 -2 15 -14 -13
right_child=1 3 -4 4 -6 6 7 -9 10 -11 -12 12 14 -15 -16 -17 -18
leaf_value=-0.0014055285103548878 -0.00016124776639083504 -0.0010960554971848585 0.0015527324666816526 0.0015742509196513454 -3.7197924882525863e-06 9.1724023023124549e-06 2.1886806890743864e-05 -0.0017878204248608688 -0.001143334309952267 0.0012201111498886814 -0.00014692800712167602 -0.00011352269876106662 0.00023084653667107801 0.0011531531426309475 0.00075696263155528736 -0.00085428243493449775 -0.0011859587742838458
leaf_weight=49 50 50 82 46 63 2037 90 47 77 50 497 49 243 60 80 82 63
leaf_count=49 50 50 82 46 63 2037 90 47 77 50 497 49 243 60 80 82 63
internal_value=0 1.93334e-06 0.000217145 -4.93911e-05 0.000654703 -7.6626e-05 -5.81163e-05 -0.000592987 -3.02712e-05 3.85761e-05 -0.000282019 4.11692e-05 -6.51383e-05 0.000548256 0.000115066 -4.04211e-05 -0.000724077
internal_weight=0 3666 709 2957 109 2848 2798 137 2661 2087 574 627 517 110 405 325 112
internal_count=3715 3666 709 2957 109 2848 2798 137 2661 2087 574 627 517 110 405 325 112
is_linear=0
shrinkage=0.0995203


Tree=5348
num_leaves=12
num_cat=0
split_feature=23 5 4 6 6 2 6 6 6 2 6
split_gain=0.00373899 0.00525953 0.00525813 0.00424382 0.00361309 0.0033413 0.00742737 0.0183128 0.00505765 0.00440436 0.00401264
threshold=-0.022119999999999997 -0.45822499999999994 0.14154500000000006 -0.48214499999999999 -0.36821999999999994 -0.079739999999999991 0.090460000000000026 0.092980000000000021 0.089525000000000021 -0.079149999999999984 0.11642500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 8 -8 -6 -7 -11
right_child=2 -3 -4 4 5 9 7 -9 -10 10 -12
leaf_value=0.0012975650063019564 0.00078198335186758171 -8.5582505411160495e-05 -0.000815273823893532 -0.00092220196111458407 -7.9504152087661302e-05 0.00089304819777902722 -0.0016102475914571979 -4.0627191632234348e-05 0.00078610824660128083 -2.9958847233676468e-05 0.0004655011839256276
leaf_weight=49 61 59 89 47 1446 61 110 226 70 1334 184
leaf_count=49 61 59 89 47 1446 61 110 226 70 1334 184
internal_value=0 0.000534377 -5.92894e-05 -4.00463e-05 -5.46991e-05 -4.25769e-05 -0.000133403 -0.000556928 -3.89952e-05 6.34345e-05 2.95576e-05
internal_weight=0 108 3628 3539 3478 3431 1852 336 1516 1579 1518
internal_count=3736 108 3628 3539 3478 3431 1852 336 1516 1579 1518
is_linear=0
shrinkage=0.0995203


Tree=5349
num_leaves=15
num_cat=0
split_feature=8 26 4 0 4 5 6 29 29 0 5 1 4 0
split_gain=0.0034258 0.00518803 0.00659937 0.00459312 0.00435872 0.00659209 0.00334057 0.00311908 0.00527067 0.00427371 0.00645455 0.00308281 0.0131899 0.00530264
threshold=0.10228000000000002 -0.23202999999999999 0.10098000000000003 -0.082284999999999983 0.14154500000000006 -0.42170999999999997 -0.46885499999999997 -0.077709999999999987 -0.011859999999999999 -0.142265 -0.002715 0.40780000000000011 0.11374000000000002 -0.19126499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 -1 9 -9 -8 -11 13 -13 -10
right_child=1 2 -4 -5 5 -7 7 8 11 10 -12 12 -14 -15
leaf_value=0.00056898705660676004 0.00049585933795400568 0.00013186966249417332 0.0016440949544627877 -0.00089786879273431376 -0.0015836968049077567 5.19762253639953e-05 -0.0012125144132769622 0.00079442876824484634 0.00057031160393017084 0.00038664655046174822 -0.0010331732282452038 0.00043773823583733232 -0.0018021036490936373 -6.5452600429985011e-05
leaf_weight=86 46 68 51 47 46 50 53 74 136 83 51 56 48 2841
leaf_count=86 46 68 51 47 46 50 53 74 136 83 51 56 48 2841
internal_value=0 0.000350209 0.000786846 -0.000199696 -6.13317e-05 -0.000723257 -4.25559e-05 -5.85378e-05 -3.48498e-05 -0.000453816 -0.000147624 -5.50333e-05 -0.000588164 -3.61336e-05
internal_weight=0 212 119 93 3524 96 3428 3342 3155 187 134 3081 104 2977
internal_count=3736 212 119 93 3524 96 3428 3342 3155 187 134 3081 104 2977
is_linear=0
shrinkage=0.0995203


Tree=5350
num_leaves=11
num_cat=0
split_feature=17 8 17 8 6 9 9 29 6 6
split_gain=0.00304969 0.00416801 0.00321657 0.00325354 0.00814081 0.00387109 0.00473846 0.0160063 0.00357055 0.00492741
threshold=-0.55754499999999996 0.041960000000000011 -0.54604999999999992 0.24853500000000003 -0.53620499999999993 0.11891000000000003 0.11296000000000002 0.097185000000000021 -0.09007999999999998 0.12638500000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 7 -6 -7 -10
right_child=2 -3 3 -5 5 8 -8 -9 9 -11
leaf_value=-8.637634249548869e-05 -0.00070474749329555179 0.0010971066248735559 -0.0012746156215081234 0.00063438743350211022 -6.9037291973457588e-05 0.0011932210708044276 -0.00082102194464208809 0.0014418466685205426 -0.00045492359777130938 0.00090271256844357179
leaf_weight=61 73 55 53 70 3122 46 78 71 60 47
leaf_count=61 73 55 53 70 3122 46 78 71 60 47
internal_value=0 0.000467701 -5.02146e-05 -3.6513e-05 -5.02552e-05 -3.10643e-05 -5.4174e-05 -3.51847e-05 0.000457649 0.000133771
internal_weight=0 116 3620 3547 3477 3424 3271 3193 153 107
internal_count=3736 116 3620 3547 3477 3424 3271 3193 153 107
is_linear=0
shrinkage=0.0995203


Tree=5351
num_leaves=15
num_cat=0
split_feature=36 23 5 12 6 27 6 2 6 2 26 2 26 19
split_gain=0.00320377 0.00362196 0.00557296 0.00353396 0.00277483 0.00518999 0.00389464 0.00261319 0.00619345 0.0163723 0.00529647 0.00388052 0.0136985 0.00427032
threshold=0.086430000000000021 -0.022119999999999997 -0.44524499999999995 -0.01397 -0.41548999999999997 0.087480000000000016 -0.23827499999999999 -0.079739999999999991 0.090460000000000026 -0.083589999999999984 0.088435000000000027 -0.078129999999999991 0.087745000000000031 -0.071824999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -3 -6 8 10 -10 -8 12 -9 -13
right_child=3 4 -4 -5 6 -7 7 11 9 -11 -12 13 -14 -15
leaf_value=0.0012919064181014196 0 -0.0012408788538384907 -0.0001823140849509723 -0.0011041831899913253 0.00083859095953469059 0.00016676371433675528 -0.00013465414376393555 0.0019802669114012622 3.4766400787616594e-05 -0.0014037831290782204 0.00028830256883225294 0.00092527378661659706 -5.5565140605962814e-05 -2.0623519427825824e-05
leaf_weight=52 55 52 48 57 52 50 1111 46 210 124 398 49 111 1321
leaf_count=52 55 52 48 57 52 50 1111 46 210 124 398 49 111 1321
internal_value=0 -1.41061e-05 0.000576095 -0.000554964 -3.10865e-05 -0.000542832 -1.55935e-05 -2.90168e-05 -0.000108956 -0.000496855 -2.25565e-05 6.69291e-05 0.000535707 1.26103e-05
internal_weight=0 3624 100 112 3524 102 3422 3370 1843 334 1509 1527 157 1370
internal_count=3736 3624 100 112 3524 102 3422 3370 1843 334 1509 1527 157 1370
is_linear=0
shrinkage=0.0995203


Tree=5352
num_leaves=18
num_cat=0
split_feature=11 20 20 17 17 3 0 17 0 2 2 2 4 4 4 4 20
split_gain=0.00824841 0.004019 0.00796865 0.00385637 0.0100843 0.00870484 0.0125183 0.00726284 0.0117329 0.00437483 0.00909455 0.00766531 0.0035841 0.00621751 0.00962753 0.00936332 0.00583141
threshold=-0.37931999999999999 -0.01137 -0.0078249999999999986 0.22924500000000006 0.26760500000000004 0.092300000000000021 -0.082794999999999994 0.11180000000000002 -0.085349999999999995 -0.082644999999999982 -0.082275000000000001 -0.083254999999999982 0.12631500000000004 0.10845500000000002 0.09939000000000002 0.086380000000000026 -0.017315000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 -3 7 -5 -6 -7 9 -9 11 -11 -4 13 14 15 16 -2
right_child=1 2 3 4 5 6 -8 8 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0011140405244548096 -3.9528300685594626e-05 0.0011155145210723133 0.00015519336068760235 0.0016643336956463962 0.0011013040849541858 -0.0016388970418813387 0.0002541066466053007 -0.0019463420974883349 0.0002761211004173166 -0.0014410649719602592 -8.2115691098046092e-06 0.0014185321981826174 0.00058717027862137383 -0.00097607543292945874 0.00089409436281049975 -0.0012522336483150229 -0.0011529058435536441
leaf_weight=64 1001 75 764 52 68 46 138 47 46 46 977 51 69 84 91 74 49
leaf_count=64 1001 75 764 52 68 46 138 47 46 46 977 51 69 84 91 74 49
internal_value=0 2.54924e-05 0.00010573 7.14786e-05 0.000401086 0.000137167 -0.000214696 1.91641e-05 -0.000838257 6.29938e-05 -7.34412e-05 0.000235253 -0.000109399 -0.000147029 -8.90384e-05 -0.000169362 -9.22656e-05
internal_weight=0 3678 2310 2235 304 252 184 1931 93 1838 1023 815 1368 1299 1215 1124 1050
internal_count=3742 3678 2310 2235 304 252 184 1931 93 1838 1023 815 1368 1299 1215 1124 1050
is_linear=0
shrinkage=0.0995203


Tree=5353
num_leaves=20
num_cat=0
split_feature=3 5 10 1 4 0 20 0 20 20 5 5 6 6 20 6 10 3 27
split_gain=0.00672919 0.00312957 0.00644466 0.0130134 0.00731011 0.00390461 0.0104247 0.00650249 0.00284607 0.00494624 0.00626504 0.00467144 0.00396132 0.00654732 0.00617999 0.0058917 0.00303182 0.00475495 0.00236269
threshold=0.31589000000000006 0.25642500000000007 0.086275000000000018 -0.50597999999999999 0.09777000000000001 -0.064859999999999987 -0.077945 -0.070374999999999993 -0.014955 -0.0078249999999999986 -0.012164999999999999 -0.50749999999999995 -0.14723999999999998 -0.11345499999999999 -0.048779999999999997 -0.095554999999999987 0.076775000000000024 0.14940500000000004 0.078330000000000025
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 7 -7 -5 12 10 -10 -11 -1 -14 15 -15 17 -13 -18
right_child=-2 2 -4 4 -6 6 -8 -9 9 11 -12 16 13 14 -16 -17 18 -19 -20
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leaf_weight=46 55 55 53 141 47 52 104 47 56 82 59 1775 47 102 64 811 52 48 46
leaf_count=46 55 55 53 141 47 52 104 47 56 82 59 1775 47 102 64 811 52 48 46
internal_value=0 2.17043e-05 -0.000209694 -0.000334292 -0.000130411 -0.000291326 -0.000659495 9.82237e-06 5.81805e-05 0.000125159 0.00076081 8.82552e-05 -7.36344e-05 -3.22221e-05 -8.81932e-05 -2.10082e-05 0.000120015 0.000149335 -0.000417025
internal_weight=0 3687 499 446 391 344 156 188 3188 2118 115 2003 1070 1024 977 913 1921 1823 98
internal_count=3742 3687 499 446 391 344 156 188 3188 2118 115 2003 1070 1024 977 913 1921 1823 98
is_linear=0
shrinkage=0.0995203


Tree=5354
num_leaves=10
num_cat=0
split_feature=29 38 7 1 31 5 2 5 36
split_gain=0.00631432 0.0033171 0.00376725 0.00387258 0.003589 0.00406785 0.00443062 0.00398511 0.00323521
threshold=-0.117605 -0.072014999999999996 -0.074779999999999999 0.52078500000000016 0.081445000000000031 0.12043500000000003 -0.086050000000000001 0.066275000000000014 0.089700000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 4 5 7 -7 -4 -2
right_child=1 2 3 -5 -6 6 -8 -9 -10
leaf_value=-0.0010840806852808755 0.0011751894224786921 0.00071193554528650152 4.4952506031920921e-05 -0.0008888940334287694 -0.0008615953406587428 0.00011454451328198719 -0.000410954962091791 0.00071209572173636202 3.075131082399922e-05
leaf_weight=52 48 73 2663 49 47 257 408 92 53
leaf_count=52 48 73 2663 49 47 257 408 92 53
internal_value=0 2.02131e-05 4.1544e-06 -1.03079e-05 1.87328e-06 1.3979e-05 -0.000206636 6.75281e-05 0.000582748
internal_weight=0 3690 3589 3516 3467 3420 665 2755 101
internal_count=3742 3690 3589 3516 3467 3420 665 2755 101
is_linear=0
shrinkage=0.0995203


Tree=5355
num_leaves=16
num_cat=0
split_feature=3 0 0 18 3 0 5 1 0 18 3 0 5 9 9
split_gain=0.00518828 0.00287013 0.00460711 0.00457477 0.00619332 0.00424789 0.00397852 0.00393695 0.00362846 0.00834109 0.00869076 0.00519187 0.0126321 0.00534798 0.00354523
threshold=0.31589000000000006 0.12433000000000002 -0.0033699999999999997 -0.082304999999999989 0.09940000000000003 -0.038659999999999993 0.15100500000000003 -0.17548999999999998 -0.068604999999999985 0.12317000000000002 0.11604000000000002 -0.071799999999999989 -0.06241 0.11351500000000002 0.095415000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 7 8 -7 -5 11 10 -10 13 -13 -1 -3
right_child=-2 14 3 4 -6 6 -8 -9 9 -11 -12 12 -14 -15 -16
leaf_value=4.9366719167881986e-05 -0.00095496654721184172 3.6007735773617891e-05 0.00016905330336535371 0.00037932813714170252 -0.0014865966335849009 0.0013524999227839561 9.1436111628104462e-05 -0.00087054104130927096 -0.0010624282298365155 0.00091442269003015597 0 0.001991063159510011 -5.5909106412547654e-05 -0.00067145878696264749 0.0011265342227681507
leaf_weight=2618 55 74 86 51 64 46 57 48 139 49 169 46 83 106 51
leaf_count=2618 55 74 86 51 64 46 57 48 139 49 169 46 83 106 51
internal_value=0 1.87382e-05 2.05852e-06 -0.000410543 -0.000721365 3.33161e-05 0.000662578 -0.0002184 1.28698e-05 -0.000285901 -0.000479519 5.05423e-05 0.000667674 2.10164e-05 0.000487492
internal_weight=0 3687 3562 249 163 3313 103 99 3210 357 308 2853 129 2724 125
internal_count=3742 3687 3562 249 163 3313 103 99 3210 357 308 2853 129 2724 125
is_linear=0
shrinkage=0.0995203


Tree=5356
num_leaves=20
num_cat=0
split_feature=5 3 3 3 18 18 0 0 8 18 1 1 0 1 5 0 1 0 4
split_gain=0.0182395 0.0065002 0.0155261 0.0125115 0.0106514 0.026253 0.00877277 0.00742149 0.0207214 0.0059092 0.00429242 0.0139176 0.0071518 0.00673167 0.0108131 0.00639452 0.0053624 0.00767109 0.00412994
threshold=0.6362850000000001 0.087625000000000022 0.087925000000000017 0.087385000000000032 -0.10082999999999999 -0.14624999999999996 0.019150000000000004 -0.083514999999999992 -0.082244999999999999 -0.022504999999999997 -0.081224999999999992 -0.077634999999999996 -0.076439999999999994 -0.06551499999999999 -0.068984999999999991 -0.20796499999999998 -0.085349999999999995 -0.080434999999999993 0.11805500000000003
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 -9 -6 16 12 -12 14 -13 -15 17 -4 -19
right_child=-2 2 10 -5 6 -7 -8 8 -10 -11 11 13 -14 15 -16 -17 -18 18 -20
leaf_value=-0.00016207778075093607 0.0019821846667575768 -0.0014395343833337388 -0.00070828705182466732 0.0016611451954595298 -0.00069192038735866386 0.0029149588920174513 -0.0010734590818301402 0.0018517361846034299 -6.9797788575110412e-05 0.00010329507273078706 -0.00038354651302797759 -0.0004702630501933677 -0.0019394485286389073 0.00061514040121440558 0.0010755082130341227 -0.00011956058456352884 0.00107508461050802 0.00045113147992945969 -0.00054861726407490988
leaf_weight=67 49 76 87 59 112 46 63 86 155 530 66 67 55 127 132 1509 69 331 46
leaf_count=67 49 76 87 59 112 46 63 86 155 530 66 67 55 127 132 1509 69 331 46
internal_value=0 4.87215e-05 -3.82894e-05 0.000249081 0.000169637 0.00108328 5.96372e-05 0.000141408 0.000612498 -3.4159e-05 4.16782e-06 -6.37204e-05 -0.00109754 4.0037e-06 0.000550959 -6.20266e-05 0.000254839 0.000131099 0.000326975
internal_weight=0 3683 2565 1118 1059 113 946 883 241 642 2489 1956 121 1835 199 1636 533 464 377
internal_count=3732 3683 2565 1118 1059 113 946 883 241 642 2489 1956 121 1835 199 1636 533 464 377
is_linear=0
shrinkage=0.0995203


Tree=5357
num_leaves=21
num_cat=0
split_feature=2 9 3 9 9 3 9 2 2 3 3 2 4 22 1 4 3 2 3 20
split_gain=0.00791736 0.020629 0.00478513 0.0149769 0.0450593 0.0125954 0.00968495 0.0100752 0.0300474 0.0153058 0.0124167 0.0038606 0.0075586 0.00533291 0.00436444 0.00780076 0.00743728 0.0035331 0.00318721 0.00284351
threshold=-0.23128999999999997 0.095415000000000014 0.087625000000000022 0.087825000000000028 0.090150000000000022 0.087925000000000017 0.08679000000000002 -0.082234999999999989 -0.082904999999999993 0.086605000000000029 0.086535000000000015 0.11241000000000002 0.10543500000000001 0.10323000000000003 0.41165000000000013 0.12498500000000003 0.12870500000000004 0.096520000000000022 0.088115000000000013 0.10971000000000002
decision_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 -4 7 8 9 -2 17 13 -13 18 16 -16 -14 -9 -7 -20
right_child=2 -3 5 4 -6 11 -8 10 -10 -11 -12 12 14 -15 15 -17 -18 -19 19 -21
leaf_value=-0.00035424578520349055 -2.2021514249082192e-05 0.0023442355499688388 -0.0012962716476112221 0.0036854096665614251 -0.00011539223385795628 0.00074014261315349472 -0.0010417543457194325 -0.00015478858041568494 0.0028443053916737803 0.0015472418949439755 -0.0016946899304347825 0.0011305961996338689 0.0011812459633296808 -0.00086321723386134424 -0.0013821884150939481 0.00035296260174215091 -0.00026666923604599875 0.00074316404635624929 -5.4700232622367964e-05 0.00068347098401477736
leaf_weight=60 418 52 76 47 89 54 71 262 47 72 50 85 65 76 48 54 75 52 1926 53
leaf_count=60 418 52 76 47 89 54 71 262 47 72 50 85 65 76 48 54 75 52 1926 53
internal_value=0 0.000891312 4.11302e-05 0.000213517 0.0011921 -3.45808e-05 7.57536e-05 0.000164723 0.000439253 0.000206894 -0.000238035 4.44622e-06 0.000322925 -4.45457e-05 3.58558e-05 -0.000455554 0.00039973 -3.47587e-06 -1.35384e-05 -3.45174e-05
internal_weight=0 112 3620 1108 136 2512 972 901 537 490 364 2436 327 2109 242 102 140 314 2033 1979
internal_count=3732 112 3620 1108 136 2512 972 901 537 490 364 2436 327 2109 242 102 140 314 2033 1979
is_linear=0
shrinkage=0.0995203


Tree=5358
num_leaves=22
num_cat=0
split_feature=17 4 3 18 3 19 35 6 0 4 20 1 8 4 4 4 8 4 0 0 6
split_gain=0.0143316 0.010022 0.0052966 0.0170068 0.0206653 0.00582659 0.00457258 0.00596153 0.00315821 0.0118231 0.00218908 0.00513402 0.00583421 0.0037738 0.0143784 0.00768638 0.00586198 0.00558166 0.00543239 0.00359712 0.00274381
threshold=-0.55754499999999996 0.098220000000000016 0.084955000000000017 -0.10082999999999999 0.084685000000000024 0.07882500000000002 -0.081529999999999991 0.087575000000000028 -0.23058999999999999 0.10533000000000002 0.0013750000000000004 0.070450000000000026 -0.041669999999999992 0.11860000000000002 0.13312000000000004 0.10845500000000002 -0.090440000000000006 0.10300500000000003 -0.057604999999999996 -0.08892499999999999 -0.10198499999999999
decision_type=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 -5 -8 9 -4 13 12 20 15 -15 17 -17 -10 -16 -14 -12
right_child=2 -3 8 4 -6 -7 7 -9 10 -11 11 -13 19 14 18 16 -18 -19 -20 -21 -22
leaf_value=0.00023539276548732694 0.0019301031118818144 0.0021283901267055549 0.0014744538653661927 0.00091391395431215591 0.0018521986960250826 -0.0010958168747126683 -0.00026665889214497716 0.0007503509368680714 -3.9392543700524535e-05 -0.00066255942071003231 -0.001029262204164925 -0.0010114714973711971 -5.1773207963207948e-05 0.0016545014315397521 0.00041498261237885996 -0.00016502839041180426 -0.0017023914164906238 0.0010339149510435149 -0.00085116813190635142 0.0011475394972640374 -2.3229181103485491e-05
leaf_weight=58 57 55 57 51 61 51 326 69 2271 46 57 76 51 62 71 53 48 49 63 46 54
leaf_count=58 57 55 57 51 61 51 326 69 2271 46 57 76 51 62 71 53 48 49 63 46 54
internal_value=0 0.00116401 2.54734e-05 0.000291683 0.000122851 -8.77565e-05 2.56796e-05 -8.69315e-05 -2.87544e-05 0.000512112 -4.824e-05 -0.000310863 -5.09354e-05 -1.94271e-05 0.000400098 -5.37293e-05 -0.000903762 -1.63707e-05 -0.000174188 0.000508534 -0.000547216
internal_weight=0 113 3619 615 558 497 446 395 3004 103 2901 284 208 2617 196 2421 101 2320 134 97 111
internal_count=3732 113 3619 615 558 497 446 395 3004 103 2901 284 208 2617 196 2421 101 2320 134 97 111
is_linear=0
shrinkage=0.0995203


Tree=5359
num_leaves=24
num_cat=0
split_feature=5 26 26 0 27 27 1 5 1 20 5 18 21 5 8 8 26 26 26 26 17 1 8
split_gain=0.0127995 0.00642492 0.0335264 0.0696261 0.00454418 0.00340732 0.00336574 0.009297 0.0047709 0.00523147 0.00412478 0.0031117 0.00916018 0.00387205 0.00361896 0.00845348 0.00916288 0.00689356 0.0255823 0.0089777 0.00672688 0.00727084 0.00589683
threshold=0.6362850000000001 0.083970000000000031 0.078560000000000019 -0.085684999999999997 0.099145000000000025 0.10726000000000002 0.41897000000000012 -0.497305 0.40780000000000011 -0.058504999999999995 -0.46244499999999994 -0.14624999999999996 0.11932500000000003 0.41370500000000004 -0.081864999999999993 -0.081415000000000001 0.08734500000000002 0.092955000000000024 0.09112000000000002 0.089880000000000029 0.12439000000000001 0.056790000000000014 -0.080569999999999989
decision_type=2 2 2 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 6 -6 8 -8 9 -1 -9 12 13 -3 17 -16 -17 18 19 -13 21 -19 -18
right_child=-2 11 3 -5 5 -7 7 10 -10 -11 -12 14 -14 -15 15 16 22 20 -20 -21 -22 -23 -24
leaf_value=0.00032811284083985237 0.0016523568335715733 -0.00044267528995374061 -0.00013629303024524666 0.0042639146505069753 -0.0012235570810637648 -6.7272013728038416e-05 0.0015509026256017684 -0.00071687551176235738 -0.0008966494849157328 -0.00011931728048976664 0.00048789387954976482 -0.00022597163495878398 0.00059932136629644282 -0.0017641330104880293 0.0014168216802598404 0.0012851594544544169 -0.0010206285048304559 0.00049148766655689375 -0.0020886106341207636 0.0010086268903364956 0.0014025499293156727 -0.00088481873781735257 2.0887311918407188e-05
leaf_weight=450 49 46 89 59 47 58 56 48 53 606 68 763 46 46 46 54 58 118 72 63 46 56 735
leaf_count=450 49 46 89 59 47 58 56 48 53 606 68 763 46 46 46 54 58 118 72 63 46 56 735
internal_value=0 3.26712e-05 0.000188407 0.00161231 3.57681e-05 -0.000592644 8.79163e-05 0.000497775 2.36112e-05 7.05738e-05 -3.57436e-06 -7.81149e-05 -0.000535829 -0.0011123 -4.62982e-05 0.000102516 3.01704e-05 -0.000165896 -0.0002887 -0.000130816 0.00033165 4.38336e-05 -5.42569e-05
internal_weight=0 3683 1534 148 1386 105 1281 172 1109 1056 116 2149 138 92 2011 893 847 1118 898 826 220 174 793
internal_count=3732 3683 1534 148 1386 105 1281 172 1109 1056 116 2149 138 92 2011 893 847 1118 898 826 220 174 793
is_linear=0
shrinkage=0.0995203


Tree=5360
num_leaves=26
num_cat=0
split_feature=9 27 7 7 6 5 17 20 4 3 3 3 5 3 18 0 5 5 3 6 17 5 5 5 5
split_gain=0.00663478 0.00953041 0.00744914 0.00595763 0.00747793 0.0069134 0.00802163 0.00774057 0.00626055 0.00511202 0.0246998 0.0169541 0.0114277 0.0307758 0.0119012 0.0158257 0.00856845 0.0095946 0.00593274 0.00553663 0.0137855 0.0119418 0.00627182 0.00527651 0.00444696
threshold=-0.0090649999999999984 -0.032854999999999995 -0.040094999999999999 0.016975000000000004 -0.42102499999999998 -0.056974999999999998 -0.013125 -0.071559999999999999 0.10386500000000003 0.088805000000000023 0.08920500000000002 0.089655000000000026 -0.021739999999999999 0.087925000000000017 0.091085000000000013 -0.086414999999999992 -0.020485 -0.039649999999999998 0.086605000000000029 0.089725000000000013 -0.015464999999999998 -0.016339999999999997 0.066275000000000014 -0.011514999999999999 -0.338115
decision_type=2 2 2 2 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 -3 7 8 -6 -7 12 -11 -12 13 14 15 -4 17 -13 -16 21 -21 -14 -23 -18 -9
right_child=2 3 9 -5 5 6 -8 24 -10 10 11 16 19 -15 18 -17 23 -19 -20 20 -22 22 -24 -25 -26
leaf_value=0.0014200131750186208 -0.0013744160701135923 0.0012307226157355889 -0.00022396989899887824 -0.00091590078197289083 -0.0015603656369356342 0.0006762443282628029 0.0015463900517572128 -0.00065674617514139926 -0.00060516368490553943 0.001699549579647647 -0.0016507594180787629 5.8300246144237392e-05 0.0015456181538906662 -0.0026847953487255829 -0.00013485255287969827 -0.0018003579511584734 -0.0013064177611419583 0.0011865443934451585 0.0012487532069316251 0.00018589806572823613 -0.0018178496564992843 -0.00020038346690992112 0.0007138733759189293 -0.00021689304131131939 0.00066403018188253087
leaf_weight=59 49 60 216 53 46 78 47 51 73 78 68 859 51 65 69 90 47 82 54 85 56 447 89 805 50
leaf_count=59 49 60 216 53 46 78 47 51 73 78 68 859 51 65 69 90 47 82 54 85 56 447 89 805 50
internal_value=0 0.000228748 -0.000154921 7.35002e-05 0.000204999 2.4239e-05 0.000410356 -0.000490268 5.13343e-05 -0.000135758 -3.48077e-05 -0.00010794 -0.000295271 -0.00066484 -0.000356878 -0.000690289 -4.89712e-05 0.000157487 0.000465929 -4.33669e-05 -0.000604111 8.99318e-05 -4.70486e-05 -0.000277957 0
internal_weight=0 517 3210 458 405 345 198 147 151 3161 1939 1861 1222 494 429 306 1793 941 123 728 141 587 536 852 101
internal_count=3727 517 3210 458 405 345 198 147 151 3161 1939 1861 1222 494 429 306 1793 941 123 728 141 587 536 852 101
is_linear=0
shrinkage=0.0995203


Tree=5361
num_leaves=20
num_cat=0
split_feature=29 19 26 2 2 2 17 17 5 2 2 8 8 8 5 17 7 24 2
split_gain=0.00622004 0.00643623 0.00594541 0.00975508 0.0465046 0.0151502 0.00696132 0.0544106 0.00934327 0.00891326 0.035879 0.0126449 0.0100612 0.00990491 0.00773163 0.00577469 0.00501101 0.00493995 0.00533977
threshold=0.12330000000000002 -0.17233499999999999 0.085005000000000011 -0.079739999999999991 -0.08126499999999999 -0.069459999999999994 -0.015464999999999998 -0.011174999999999999 0.054660000000000007 -0.082704999999999987 -0.083974999999999994 -0.079585000000000003 -0.049499999999999995 -0.067434999999999981 -0.015214999999999999 0.10932500000000002 0.058975000000000007 0.083550000000000027 -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 -1 3 4 15 -5 9 -8 14 10 11 -4 13 -11 -9 16 -3 18 -7
right_child=-2 2 6 5 -6 17 7 8 -10 12 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0012535417659663422 0.00095760479466461029 -0.00026502454900802295 0.00052470177426170654 0.0016104763286259548 -0.0034880696754524139 -0.00061962318063526469 -0.0033107275897590019 -5.7738553469965295e-05 -0.0011190499212366037 -6.3192104386755493e-05 0.0025035888364298218 -0.00088680193818958309 0.0009552000833925405 -0.0015491501902995775 0.00060075284979774072 -0.0010619372288684706 0.00078818752162308672 -0.0010039525635862252 7.0598888477229211e-05
leaf_weight=48 55 604 213 54 48 133 51 754 67 315 78 89 80 52 230 85 48 57 666
leaf_count=48 55 604 213 54 48 133 51 754 67 315 78 89 80 52 230 85 48 57 666
internal_value=0 -0.000107338 -9.19302e-05 -0.000227967 -0.000485035 -5.30986e-06 2.71797e-05 -0.00013612 1.715e-05 0.00024577 0.000600306 0.000106018 -5.37927e-05 -0.000275967 9.53452e-05 -0.00028834 -0.000186232 -0.000108197 -4.32696e-05
internal_weight=0 3672 3624 1695 785 910 1929 1102 1051 827 380 302 447 367 984 737 652 856 799
internal_count=3727 3672 3624 1695 785 910 1929 1102 1051 827 380 302 447 367 984 737 652 856 799
is_linear=0
shrinkage=0.0995203


Tree=5362
num_leaves=31
num_cat=0
split_feature=9 26 26 3 17 17 5 5 26 6 18 5 8 21 5 9 21 3 3 20 19 21 6 24 6 30 17 21 3 9
split_gain=0.00532451 0.0100893 0.012585 0.0415293 0.00725712 0.0180943 0.00740806 0.0126595 0.0144607 0.0125368 0.0102522 0.00992464 0.00739901 0.00636269 0.00614527 0.00531878 0.00520497 0.00533227 0.0130319 0.0123015 0.00488849 0.00503919 0.00649291 0.00259297 0.00376365 0.00594338 0.00457669 0.00644452 0.0041664 0.00588082
threshold=-0.0090649999999999984 0.084355000000000027 0.082250000000000031 0.087515000000000023 -0.095109999999999986 -0.14169499999999999 -0.011964999999999998 -0.0091849999999999987 0.087435000000000027 0.08734500000000002 -0.07989499999999998 -0.015214999999999999 -0.046889999999999994 -0.076335 -0.020074999999999999 0.083925000000000013 -0.013044999999999999 0.10850000000000003 0.10502000000000002 -0.09529 0.082010000000000013 0.11932500000000003 0.090335000000000013 -0.063789999999999986 -0.42102499999999998 0.084540000000000018 -0.15313499999999999 0.087365000000000012 0.098000000000000018 -0.042790000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 13 15 5 20 11 -8 9 -9 -10 12 14 -2 -6 -4 -15 18 -18 -19 21 22 -3 -1 -25 28 -27 -28 -26 -30
right_child=1 4 3 -5 6 -7 7 8 10 -11 -12 -13 -14 16 -16 -17 17 19 -20 -21 -22 -23 -24 24 25 26 27 -29 29 -31
leaf_value=-0.00047688917395868625 0.00060485089420671452 -0.00048423588241704819 -0.00070876967699285483 -0.0037061812396099124 -5.41589371310241e-05 0.0017727359681895295 -0.0015151222635847515 -0.00017291099186711532 -0.0016669359855470624 0.0018901359847816703 -0.00022790270366782975 0.0011820380266506923 0.00083695620218185625 -0.00127273642141854 -0.0011248604934642984 0.00065005949431792701 -0.0002257726950332979 -0.0019487551195233573 0.0013187020935589294 -0.00028767319465738646 0.0010088507362780855 0.00083074946804785632 0.00049818890063969097 0.0010109087171392406 -0.00012620088427480416 0.00066127418360020828 -0.0010479595241730424 0.00020593997191910654 0.0013947025526324154 6.612994355075801e-05
leaf_weight=48 83 225 74 46 814 74 87 65 66 52 198 71 87 52 57 46 546 54 60 253 50 56 94 62 59 47 85 76 83 57
leaf_count=48 83 225 74 46 814 74 87 65 66 52 198 71 87 52 57 46 546 54 60 253 50 56 94 62 59 47 85 76 83 57
internal_value=0 -0.000130268 -0.000356517 -0.00116284 6.93003e-06 0.000335994 -0.000102211 -0.000430657 -0.000180875 0.000737002 -0.000590762 4.6374e-05 -3.69387e-05 -0.000228017 -0.000125168 -0.000181063 -0.000300501 -0.000244231 -7.15034e-05 -0.000582517 8.39056e-05 -3.72375e-05 -0.000192178 0.000213429 0.000285826 0.000173359 -0.000195711 -0.000450972 0.000563236 0.000859631
internal_weight=0 3210 1214 166 1996 499 1497 468 381 117 264 1029 958 1048 871 120 965 913 606 307 425 375 319 517 469 407 208 161 199 140
internal_count=3727 3210 1214 166 1996 499 1497 468 381 117 264 1029 958 1048 871 120 965 913 606 307 425 375 319 517 469 407 208 161 199 140
is_linear=0
shrinkage=0.0995203


Tree=5363
num_leaves=17
num_cat=0
split_feature=19 29 11 27 26 26 1 20 17 17 5 1 26 1 26 12
split_gain=0.00491447 0.00436341 0.0042449 0.00531119 0.00468024 0.0129531 0.0200368 0.0352774 0.00561246 0.0471906 0.0071451 0.00538324 0.00719561 0.00577641 0.00489511 0.00560186
threshold=-0.17233499999999999 0.12330000000000002 -0.11166 0.093990000000000018 0.084355000000000027 0.082250000000000031 -0.01538 -0.083009999999999987 -0.015464999999999998 -0.011174999999999999 0.054660000000000007 -0.007069999999999999 0.08919500000000001 1.0000000180025095e-35 0.047170000000000011 0.086720000000000019
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 -7 -8 11 -10 -11 12 -6 -13 15 -4
right_child=1 -3 4 -5 8 6 7 -9 9 10 -12 13 -14 -15 -16 -17
leaf_value=-0.0010652837598611497 0.0012004668188236273 0.00082601162512584635 -0.00012323411688096599 -0.0002003522374136041 0.00071257747741475708 -0.0024208088099522641 -0.0022246178227535818 0.0014933378447384567 -0.0028826083500083023 7.2507207809849964e-05 -0.00098828929861081473 -0.0012335333842322187 5.5052642244666683e-05 2.3922731919754319e-05 0.00072430775517618622 -0.0012224158320645619
leaf_weight=49 57 54 1195 49 282 65 46 56 59 1022 67 46 404 164 64 48
leaf_count=49 57 54 1195 49 282 65 46 56 59 1022 67 46 404 164 64 48
internal_value=0 -6.07474e-05 -7.41866e-05 0.000545196 -9.30817e-05 -0.000228265 -0.00105424 -0.000175362 4.00284e-06 -0.000141278 6.49065e-06 0.000191057 0.00032654 -0.000247622 -0.0001221 -0.000166339
internal_weight=0 3678 3624 106 3518 1474 167 102 2044 1148 1089 896 686 210 1307 1243
internal_count=3727 3678 3624 106 3518 1474 167 102 2044 1148 1089 896 686 210 1307 1243
is_linear=0
shrinkage=0.0995203


Tree=5364
num_leaves=11
num_cat=0
split_feature=29 12 1 10 23 20 5 1 8 8
split_gain=0.00528916 0.00605405 0.00519741 0.00535058 0.00401574 0.00648828 0.00607954 0.00319161 0.0040762 0.00683646
threshold=-0.11266 -0.082629999999999995 0.41291000000000005 0.09056500000000002 -0.046924999999999994 -0.0062099999999999994 -0.46244499999999994 0.2705800000000001 -0.51030999999999993 -0.409445
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -4 -6 -7 8 -3 -10
right_child=1 2 4 -5 5 6 -8 -9 9 -11
leaf_value=0.00099206834158591128 -0.00099987718176430904 0.00092286196925989519 -0.00013102239098779125 0.0010349280140751818 0.0017370928447772802 -0.00014934914397304189 0.0012183249591598809 -0.00061469514089323182 -0.0010387837713959369 0
leaf_weight=55 58 46 79 48 46 85 51 88 64 3137
leaf_count=55 58 46 79 48 46 85 51 88 64 3137
internal_value=0 8.5503e-06 2.48257e-05 -7.94961e-06 0.000452785 0.000710694 0.00035751 -2.3205e-05 -6.92236e-06 -2.05396e-05
internal_weight=0 3702 3644 3383 261 182 136 3335 3247 3201
internal_count=3757 3702 3644 3383 261 182 136 3335 3247 3201
is_linear=0
shrinkage=0.0995203


Tree=5365
num_leaves=10
num_cat=0
split_feature=30 3 24 9 3 3 1 10 5
split_gain=0.00662716 0.00630902 0.00434532 0.00271202 0.00456434 0.00654909 0.00566224 0.00522039 0.0042734
threshold=0.096655000000000033 0.12992500000000004 0.084270000000000025 -0.25326499999999996 0.14530500000000005 0.13547000000000003 0.10539000000000003 0.09056500000000002 -0.54165499999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -6 8 -5
right_child=1 -3 -4 4 6 -7 -8 -9 -10
leaf_value=-0.0006949503833509551 3.729665885446849e-05 0.0014011997704250485 0.00078908574145723233 0.00064671843310193866 4.7822316659466454e-05 -0.0010198443170136391 0.0014457170248396982 0.0008650861342671105 -4.838758277248026e-05
leaf_weight=58 71 66 67 90 77 65 47 66 3150
leaf_count=58 71 66 67 90 77 65 47 66 3150
internal_value=0 0.000700335 -4.63033e-06 -1.98281e-05 -8.39011e-06 -3.04336e-05 0.000584272 -1.0733e-05 -2.88264e-05
internal_weight=0 137 3620 3553 3495 3371 124 3306 3240
internal_count=3757 137 3620 3553 3495 3371 124 3306 3240
is_linear=0
shrinkage=0.0995203


Tree=5366
num_leaves=19
num_cat=0
split_feature=30 0 8 9 3 9 4 3 1 29 2 27 26 26 6 6 5 27
split_gain=0.00538298 0.0098987 0.00344213 0.00553933 0.020264 0.00716612 0.00789178 0.0157273 0.00713784 0.00505727 0.00352381 0.0107907 0.00995925 0.00401857 0.00423219 0.00675945 0.00530356 0.00226669
threshold=0.096655000000000033 -0.066264999999999991 -0.0032949999999999998 0.11296000000000002 0.13902500000000004 0.10591500000000002 0.10739000000000003 0.11089500000000001 0.40359500000000009 0.084225000000000022 -0.096664999999999987 0.076710000000000014 0.087260000000000018 0.13124500000000003 -0.14723999999999998 -0.11796999999999999 -0.4345 0.08988500000000002
decision_type=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 -4 -8 10 11 12 -1 14 16 -16 -12 -13
right_child=1 -3 3 -5 -6 -7 8 -9 -10 -11 13 17 -14 -15 15 -17 -18 -19
leaf_value=-0.0022529853960091316 -0.00016229254129396714 0.0015228073492205456 0.00025181728811211017 -0.00056718510868960267 0.0022153432126450017 -0.0010373137921527724 0.0019224648675112037 -0.0014014157000484665 0.00017633152399786423 -0.0010613382168660468 -0.001063348459913486 0.00053779945654257256 -0.00020494632486096065 0.00073699377054631504 0.0010992917629686345 -1.7700383864269601e-05 5.1713135256646352e-06 -0.00031384116485853078
leaf_weight=47 72 65 517 90 49 49 47 64 48 49 85 74 49 70 55 2178 97 52
leaf_count=47 72 65 517 90 49 49 47 64 48 49 85 74 49 70 55 2178 97 52
internal_value=0 0.000631232 -4.102e-06 0.000168976 0.000255634 0.000122056 0.000207304 6.82965e-05 0.00104883 -5.86587e-05 -4.02066e-05 -0.000420153 -0.00121616 -5.93422e-06 -2.78074e-05 9.44516e-06 -0.000489365 0.000179832
internal_weight=0 137 3620 864 774 725 676 581 95 2756 2707 222 96 2485 2415 2233 182 126
internal_count=3757 137 3620 864 774 725 676 581 95 2756 2707 222 96 2485 2415 2233 182 126
is_linear=0
shrinkage=0.0995203


Tree=5367
num_leaves=20
num_cat=0
split_feature=30 0 24 5 5 9 17 17 9 0 9 3 3 3 6 18 6 26 26
split_gain=0.00435607 0.00803584 0.00330713 0.00237382 0.00548004 0.00559828 0.00922781 0.0078587 0.00674118 0.00801997 0.00582599 0.00505635 0.0240657 0.0178671 0.00804122 0.0102279 0.00955015 0.00677811 0.00747131
threshold=0.096655000000000033 -0.066264999999999991 0.084270000000000025 -0.066919999999999993 -0.061665000000000005 0.095415000000000014 -0.54752499999999993 -0.45712999999999998 0.093705000000000024 -0.07664 0.092150000000000024 0.093835000000000016 0.096510000000000026 0.091715000000000033 0.088915000000000022 0.10554500000000001 0.090085000000000012 -0.088059999999999986 -0.025024999999999999
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 11 -5 8 -7 -8 10 -10 -6 13 -13 14 15 -1 -16 -14 -19
right_child=1 -3 -4 4 5 6 7 -9 9 -11 -12 12 17 -15 16 -17 -18 18 -20
leaf_value=5.8885222429622467e-05 -0.00014614115560500276 0.0013712572527549661 0.00068871085631920937 -0.0010344703069694288 -0.00013733793831613851 0.0015532595896649896 -0.00066697735227827244 0.00036321264488827865 -5.9811185843479788e-06 -0.0018725269097241597 0.00059292178133557507 0.0020387486178836986 0.0010381757830125232 -0.0014155129312333685 0.0018634143181376541 -0.0014441524298389324 0.00015324515690345959 -0.0011289457303012113 8.8833310413291637e-05
leaf_weight=428 72 65 67 58 1553 49 98 289 46 47 116 70 63 88 50 50 95 57 396
leaf_count=428 72 65 67 58 1553 49 98 289 46 47 116 70 63 88 50 50 95 57 396
internal_value=0 0.000567817 -3.69377e-06 -1.69811e-05 -7.88539e-05 -5.3265e-05 0.0002654 0.000100222 -0.000132582 -0.000958092 -8.60924e-05 9.00092e-05 0.000306765 -8.74876e-05 9.87848e-05 -9.66238e-05 0.000748605 7.02193e-05 -6.25901e-05
internal_weight=0 137 3620 3553 2256 2198 436 387 1762 93 1669 1297 586 711 623 478 145 516 453
internal_count=3757 137 3620 3553 2256 2198 436 387 1762 93 1669 1297 586 711 623 478 145 516 453
is_linear=0
shrinkage=0.0995203


Tree=5368
num_leaves=12
num_cat=0
split_feature=5 9 9 30 7 7 9 0 9 3 3
split_gain=0.00727088 0.0180223 0.0123739 0.00747186 0.00351562 0.00373039 0.00308485 0.00611435 0.00465668 0.00427254 0.00262252
threshold=0.51797000000000015 0.089025000000000021 0.095950000000000021 0.12577500000000003 0.093110000000000012 0.07988000000000002 0.11351500000000002 -0.055729999999999995 0.10892000000000003 0.10244500000000002 0.13345500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 8 9 10 -8 -1
right_child=1 2 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=4.1611935129110775e-05 -0.002284722897683519 0.0012536969241682325 -0.0010178577051945098 -0.0012352975794645482 0.00072110294489324735 -0.00085752814389847374 0.00073349812907591431 0.0011799348311430727 -0.00089002495423516354 -0.00038105718741102118 -0.00032286570071924628
leaf_weight=2981 48 46 49 47 71 48 54 67 57 92 209
leaf_count=2981 48 46 49 47 71 48 54 67 57 92 209
internal_value=0 -0.00071239 7.34359e-05 1.09715e-05 2.75665e-05 1.32963e-05 2.56137e-05 0.000392523 1.29274e-06 2.55687e-05 1.74757e-05
internal_weight=0 143 95 3626 3579 3508 3460 213 3247 146 3190
internal_count=3769 143 95 3626 3579 3508 3460 213 3247 146 3190
is_linear=0
shrinkage=0.0995203


Tree=5369
num_leaves=10
num_cat=0
split_feature=5 2 30 35 1 4 5 19 29
split_gain=0.00589513 0.0102134 0.00605858 0.00313593 0.00601681 0.00554418 0.00304727 0.00637659 0.0032957
threshold=0.51797000000000015 -0.095204999999999998 0.12577500000000003 0.004000000000000001 0.50996500000000011 0.13481000000000004 0.5134350000000002 -0.016414999999999996 0.090185000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 -1 -9
right_child=1 -3 -4 -5 5 -7 -8 8 -10
leaf_value=-0.0011072077297402286 0.00012738479907401475 -0.001550918928132457 -0.0011123605491660772 -0.00078200110120105702 8.0519451674416001e-05 0.001348803473956148 0.00074393425833230598 2.8674882960257691e-05 -0.00068149681238211348
leaf_weight=51 77 66 47 47 75 65 55 3220 66
leaf_count=51 77 66 47 47 75 65 55 3220 66
internal_value=0 -0.000641493 9.8347e-06 2.48003e-05 3.57681e-05 0.000675213 9.13457e-06 -2.731e-06 1.41618e-05
internal_weight=0 143 3626 3579 3532 140 3392 3337 3286
internal_count=3769 143 3626 3579 3532 140 3392 3337 3286
is_linear=0
shrinkage=0.0995203


Tree=5370
num_leaves=14
num_cat=0
split_feature=4 5 9 10 25 9 9 2 9 5 4 2 1
split_gain=0.00532016 0.00500729 0.0130801 0.0100863 0.00307552 0.00249097 0.00466997 0.00656283 0.00380562 0.00315372 0.00309516 0.00649718 0.00538428
threshold=0.15730000000000002 0.51797000000000015 0.089025000000000021 0.086165000000000019 0.096120000000000025 0.11408000000000003 0.11741500000000002 -0.057419999999999999 0.10892000000000003 -0.14118999999999998 0.11995000000000003 -0.019910000000000001 -0.50763499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 8 -7 -8 10 -9 12 -12 -1
right_child=-2 2 3 -5 -6 6 7 9 -10 -11 11 -13 -14
leaf_value=0.00071488716484926704 -0.0010434133989758142 -0.0019169179472551827 0.0011574247895779462 -0.00089289939575958304 0.00073627467640774869 0.0011821496443589908 -0.0007725421267225247 -6.7639875325186934e-05 -0.00076418236778207711 0.00098104194873398351 -0.0013662236596446041 -6.1414641352987122e-05 5.1968378649180068e-06
leaf_weight=110 49 48 46 49 59 50 58 48 65 65 49 172 2901
leaf_count=110 49 48 46 49 59 50 58 48 65 65 49 172 2901
internal_value=0 1.70657e-07 -0.000577081 9.12721e-05 2.34767e-05 1.12897e-05 0.000334853 8.23177e-05 -1.01506e-05 0.00052834 4.76073e-06 -0.000354421 3.13956e-05
internal_weight=0 3720 143 95 3577 3518 221 171 3297 113 3232 221 3011
internal_count=3769 3720 143 95 3577 3518 221 171 3297 113 3232 221 3011
is_linear=0
shrinkage=0.0995203


Tree=5371
num_leaves=11
num_cat=0
split_feature=30 5 9 9 23 5 19 5 5 5
split_gain=0.0043672 0.00405694 0.0106048 0.00923507 0.00311463 0.00245631 0.00562084 0.00227413 0.00719185 0.00254104
threshold=0.12577500000000003 0.51797000000000015 0.089025000000000021 0.095950000000000021 -0.066844999999999988 0.5134350000000002 -0.016414999999999996 0.26676500000000009 0.27287000000000011 -0.0070049999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 -6 9 -9 -8
right_child=-2 2 3 -5 5 -7 7 8 -10 -11
leaf_value=0.00073818386849369211 -0.0009652107973672538 -0.001726145942441472 0.0011018904913029141 -0.00086003840200828878 -0.0010493260781026879 0.00066856034623992931 4.9531944016066676e-05 0.0013857568604348914 2.0920750883602187e-05 -0.00014488000884197146
leaf_weight=59 47 48 46 49 50 55 2239 49 180 947
leaf_count=59 47 48 46 49 50 55 2239 49 180 947
internal_value=0 0 -0.00051965 8.13312e-05 2.09173e-05 8.6624e-06 -1.57592e-06 1.35248e-05 0.000316535 -7.99772e-06
internal_weight=0 3722 143 95 3579 3520 3465 3415 229 3186
internal_count=3769 3722 143 95 3579 3520 3465 3415 229 3186
is_linear=0
shrinkage=0.0995203


Tree=5372
num_leaves=19
num_cat=0
split_feature=27 5 17 26 3 3 17 2 18 8 23 2 2 18 2 2 2 0
split_gain=0.0165505 0.0251408 0.00633109 0.00761815 0.00597396 0.0337004 0.00603679 0.00925988 0.00982408 0.00820533 0.00357745 0.00318298 0.00972322 0.0154092 0.0114232 0.00711462 0.00527898 0.000438105
threshold=0.10673000000000003 -0.41397 0.51734000000000024 0.089005000000000015 0.084065000000000015 0.083815000000000014 -0.0088649999999999996 -0.085804999999999992 -1.0000000180025095e-35 -0.08176499999999999 -0.063684999999999992 -0.087359999999999993 -0.086304999999999993 -0.086064999999999989 -0.085374999999999993 -0.089054999999999995 -0.096314999999999998 -0.084665000000000004
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 7 -1 -9 -8 -6 15 13 -13 -14 16 -12 -17
right_child=1 -3 3 -5 10 -7 9 8 -10 -11 11 12 14 -15 -16 17 -18 -19
leaf_value=0.00040525129483655158 -0.0029539252829298341 0.0001073337027643618 -3.5377303405429792e-05 -0.00169171351676852 -0.00086735485966347786 0.0028575824887338537 -0.00017924624218773591 -0.0020472494130846989 -2.4881703908082194e-05 0.0012171320490868252 -0.00020327851838299266 -0.00012107918375702629 -0.0010523707596428928 0.0021841598198908563 6.691329916399749e-05 -0.0012422442418896814 0.00062765665210609187 -0.00073304756072978066
leaf_weight=90 47 60 71 46 46 49 83 46 51 82 387 60 94 54 2281 46 94 46
leaf_count=90 47 60 71 46 46 49 83 46 51 82 387 60 94 54 2281 46 94 46
internal_value=0 -0.00122968 2.61148e-05 -0.000693584 5.03449e-05 0.000411872 6.90917e-05 -0.000315347 -0.000992383 0.00050975 3.43658e-06 1.67857e-05 6.57162e-05 0.000963696 2.22685e-05 -0.00019433 -3.919e-05 -0.000996545
internal_weight=0 107 3626 117 3509 401 352 187 97 165 3108 3062 2489 114 2375 573 481 92
internal_count=3733 107 3626 117 3509 401 352 187 97 165 3108 3062 2489 114 2375 573 481 92
is_linear=0
shrinkage=0.0995203


Tree=5373
num_leaves=16
num_cat=0
split_feature=10 6 5 18 3 3 3 8 4 1 10 2 1 7 26
split_gain=0.0267135 0.00526974 0.00727868 0.0120532 0.0162256 0.00537795 0.0243166 0.00389127 0.00329991 0.00710331 0.00314904 0.00472904 0.00358103 0.00519383 0.00428121
threshold=0.093790000000000026 0.11481500000000001 -0.045014999999999993 -0.077844999999999998 0.10871500000000002 0.083955000000000016 0.08345000000000001 1.0000000180025095e-35 0.13508000000000006 0.015980000000000005 0.084475000000000022 -0.24151999999999998 0.5126750000000001 1.0000000180025095e-35 0.10924500000000002
decision_type=2 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 12 -12 13 14 -7
right_child=-2 2 3 4 -6 10 -8 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.00027422329210758447 -0.0020088392396352892 0.00038486090404591197 -0.0020293285012010255 0.00064969501212076798 -0.0015624935563678137 -1.6300470157058078e-05 0.002216858303838718 0.00089130457449591025 -0.00085766206962232139 0.0010033711450441666 -0.0011673414216277116 0.00018511002000946749 -0.00061658540869535827 0.00084999090944184671 0.00035366317142793933
leaf_weight=159 65 81 52 81 55 2410 62 47 46 59 54 47 81 79 355
leaf_count=159 65 81 52 81 55 2410 62 47 46 59 54 47 81 79 355
internal_value=0 2.64324e-05 -0.000397192 -0.000738495 -0.000238921 6.01993e-05 0.000416841 5.53623e-05 -9.03601e-05 6.77927e-05 1.59674e-05 -0.000529878 3.50952e-05 5.39436e-05 3.09033e-05
internal_weight=0 3668 269 188 136 3399 373 311 264 218 3026 101 2925 2844 2765
internal_count=3733 3668 269 188 136 3399 373 311 264 218 3026 101 2925 2844 2765
is_linear=0
shrinkage=0.0995203


Tree=5374
num_leaves=17
num_cat=0
split_feature=22 23 6 6 1 1 18 8 26 18 6 26 1 26 1 26
split_gain=0.0316689 0.00522064 0.00309793 0.00594639 0.00455324 0.0110958 0.0105564 0.00747855 0.00643095 0.00518856 0.00358176 0.00459344 0.00339831 0.011022 0.00502286 0.00243629
threshold=0.13264000000000004 -0.067739999999999995 0.10165000000000003 0.09840500000000002 -0.049499999999999995 -0.073844999999999994 -0.053034999999999992 -0.077784999999999993 0.091765000000000027 0.0089800000000000036 0.093835000000000016 0.09167500000000002 -0.079844999999999985 0.11215000000000001 -0.078729999999999994 0.11624000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 8 7 -7 -4 -6 12 -12 13 -3 -14 -13
right_child=-2 2 4 -5 9 6 -8 -9 -10 -11 11 15 14 -15 -16 -17
leaf_value=-0.00095465605300098014 -0.0025214536190153354 0.00013634226966456248 -0.00030323029258037533 0.0011200096906516031 -0.00020838618847721777 -0.0012296984314028097 -0.0018879098517359031 0.00046038569079189065 0.0010757828487048633 0.001125611310742268 -0.0012505821532003134 0.00045923717132594777 -0.00098144500047102237 0.0014241424993297011 2.8762423400776238e-05 -0.000553204706650939
leaf_weight=53 49 947 82 53 73 47 70 57 56 47 46 48 50 71 1938 46
leaf_count=53 49 947 82 53 73 47 70 57 56 47 46 48 50 71 1938 46
internal_value=0 2.53194e-05 3.98491e-05 7.38193e-05 -0.000209808 -0.00041131 -0.000940848 -0.000295531 0.000250437 0.000307275 5.59341e-05 -0.00043522 7.90812e-05 0.000226964 2.94299e-06 -2.75044e-05
internal_weight=0 3684 3631 3199 432 312 174 104 138 120 3146 140 3006 1018 1988 94
internal_count=3733 3684 3631 3199 432 312 174 104 138 120 3146 140 3006 1018 1988 94
is_linear=0
shrinkage=0.0995203


Tree=5375
num_leaves=17
num_cat=0
split_feature=22 17 26 23 17 3 5 17 1 6 6 2 9 9 9 3
split_gain=0.0256788 0.00565827 0.00559422 0.00445945 0.00318329 0.01235 0.0326485 0.00650393 0.0175616 0.00563629 0.0103405 0.00524722 0.00468787 0.017077 0.00981608 0.00348403
threshold=0.13264000000000004 0.51734000000000024 0.089005000000000015 -0.067739999999999995 -0.0082649999999999998 0.084735000000000019 -0.091729999999999992 -0.011809999999999999 -0.083284999999999984 0.091495000000000007 0.090195000000000011 -0.080165 0.097365000000000021 0.10371500000000002 0.095950000000000021 0.014805000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 7 6 15 9 -9 10 -5 -11 14 -14 -7 -6
right_child=-2 2 -4 4 5 12 -8 8 -10 11 -12 -13 13 -15 -16 -17
leaf_value=-0.00085964837193092266 -0.0022705180071010958 -8.4997707445519686e-05 -0.001498133148013499 5.4529658887742468e-05 0.00027119910427209846 2.4895545060368186e-05 0.0023203050109243447 -0.0021870106962150835 0.00026089642199958062 -0.00071169676125109986 0.0015412601107236204 8.2768885131916307e-05 0.0016931992295991904 -9.4860857675071558e-05 -0.0013499513476162303 -0.00073147294345661691
leaf_weight=53 49 71 47 1402 100 1067 90 49 70 181 48 148 75 177 54 52
leaf_count=53 49 71 47 1402 100 1067 90 49 70 181 48 148 75 177 54 52
internal_value=0 2.27775e-05 -0.000654795 4.54281e-05 5.93159e-05 0.000162091 0.000817813 -2.77035e-05 -0.000740187 1.94955e-05 0.00010431 -0.00035182 4.59192e-05 0.000434052 -4.06024e-05 -6.64347e-05
internal_weight=0 3684 118 3566 3513 1615 242 1898 119 1779 1450 329 1373 252 1121 152
internal_count=3733 3684 118 3566 3513 1615 242 1898 119 1779 1450 329 1373 252 1121 152
is_linear=0
shrinkage=0.0995203


Tree=5376
num_leaves=16
num_cat=0
split_feature=2 3 4 20 18 7 9 10 3 3 17 20 18 20 7
split_gain=0.00672698 0.0192743 0.0593813 0.00729743 0.0145773 0.00513853 0.00545357 0.0047281 0.00934349 0.00989902 0.00437039 0.0041053 0.00377208 0.00363317 0.00118044
threshold=-0.090919999999999987 0.085505000000000012 0.076195000000000027 -0.24910499999999999 0.23251500000000005 -0.10984999999999999 -0.46256000000000003 0.09056500000000002 0.11089500000000001 0.10502000000000002 -0.39722999999999997 -0.14946999999999996 0.0020050000000000003 0.0057800000000000013 0.054685000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 -7 8 9 10 -3 -8 -12 -13 -4
right_child=3 7 14 4 -6 6 11 -9 -10 -11 12 13 -14 -15 -16
leaf_value=-0.0043581258421629149 0.0011264120466747227 -0.00079353912248884492 -0.00033480448699101822 -0.00093868802154298606 -0.0014052876037283246 0.0010667376450579234 0.00085901299739905173 0.00075670700083098319 -0.001146138951717747 0.0012427631002988179 0.00036601255813001175 -7.6298608120390856e-05 -0.00059828262516239137 0.00032121589408483207 0.00037732194259223112
leaf_weight=46 52 89 46 60 78 46 51 56 85 55 125 2607 59 249 46
leaf_count=46 52 89 46 60 78 46 51 56 85 55 125 2607 59 249 46
internal_value=0 -0.000404258 -0.00143854 -4.19253e-05 -6.18451e-05 -2.67946e-05 -7.98921e-06 -9.81828e-05 -0.000216082 2.24429e-05 -0.000220411 -2.52772e-05 5.23601e-05 -4.13547e-05 1.23606e-05
internal_weight=0 607 138 3143 3091 3013 2953 469 413 328 273 2907 184 2856 92
internal_count=3750 607 138 3143 3091 3013 2953 469 413 328 273 2907 184 2856 92
is_linear=0
shrinkage=0.0995203


Tree=5377
num_leaves=18
num_cat=0
split_feature=2 18 3 10 3 3 20 18 0 0 3 11 11 20 4 0 0
split_gain=0.00545492 0.0161211 0.0323174 0.00974259 0.00744634 0.0068505 0.00591755 0.0118203 0.00534419 0.00515669 0.00513258 0.00456774 0.00599649 0.00469074 0.00408265 0.00401961 0.00276854
threshold=-0.090919999999999987 -0.060544999999999995 0.085965000000000028 0.09056500000000002 0.11089500000000001 0.09940000000000003 -0.24910499999999999 0.23251500000000005 -0.080884999999999999 -0.068604999999999985 0.089985000000000023 -0.23667999999999997 -0.08577499999999999 -0.097019999999999995 0.082225000000000034 -0.092939999999999995 -0.089449999999999988
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 8 -2 11 16 10 -4 -8 -13 14 -14 -15 -3
right_child=6 3 9 -5 -6 -7 7 -9 -10 -11 -12 12 13 15 -16 -17 -18
leaf_value=-0.00339278321603523 0.0010143113286680307 -0.00018807192974813302 -0.00079960420870441138 0.0011548938878906991 -0.0012644338434676064 0.0010069196933791547 0.00083492207406740454 -0.0012654330319270591 -0.00088349585815095273 -0.0011203596099973463 0.00058314427198806452 -0.00099489699907180477 5.7184549903212071e-05 -0.00025441742249472302 0.0012066409676630945 2.1578903354594462e-05 0.00074942882896607309
leaf_weight=46 52 87 46 63 54 55 60 78 80 65 63 64 71 698 56 2064 48
leaf_count=46 52 87 46 63 54 55 60 78 80 65 63 64 71 698 56 2064 48
internal_value=0 -0.000364026 -0.00104434 2.05983e-05 -0.000197433 1.29357e-05 -3.7701e-05 -5.56639e-05 -0.000237532 -0.000418777 0 -2.40739e-05 -4.18045e-05 -2.04073e-05 0.000570478 -4.78732e-05 0.000139198
internal_weight=0 607 220 387 324 270 3143 3091 215 174 109 3013 2953 2889 127 2762 135
internal_count=3750 607 220 387 324 270 3143 3091 215 174 109 3013 2953 2889 127 2762 135
is_linear=0
shrinkage=0.0995203


Tree=5378
num_leaves=17
num_cat=0
split_feature=28 3 18 8 9 3 7 9 3 18 18 19 8 11 17 0
split_gain=0.00512804 0.00408918 0.0200732 0.00374675 0.00922603 0.0146686 0.00336644 0.00423652 0.0221976 0.0130604 0.0119251 0.00906411 0.0049104 0.00259288 0.00337262 0.00124646
threshold=0.080375000000000016 0.081685000000000021 -0.064960000000000004 0.10228000000000002 0.11351500000000002 0.11252000000000002 -0.10984999999999999 0.088325000000000028 0.088805000000000023 0.089365000000000014 -0.16233499999999998 -0.07525999999999998 -0.42187000000000002 -0.075149999999999981 -0.0064000000000000003 -0.082604999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -3 10 9 -9 -8 -10 -12 15 -15 -4
right_child=-2 3 13 4 -6 -7 7 8 11 -11 12 -13 -14 14 -16 -17
leaf_value=-0.0021738213964428311 -0.00087583563423407221 -0.00079929889626140075 -3.987453872130907e-05 2.8845738820750272e-05 -0.0006932094203014194 0.002191945536642734 0.0015712991370523397 -0.00059222102753797015 -0.0013590917388658368 -0.0028192915587849773 0.0007151689032126238 -4.3028158472635951e-06 -2.8251136631600366e-05 0.00094409553609816797 -0.00012493491012085075 -0.00077264294665439521
leaf_weight=53 79 60 51 84 54 50 50 63 51 46 93 1226 1624 48 72 46
leaf_count=53 79 60 51 84 54 50 50 63 51 46 93 1226 1624 48 72 46
internal_value=0 -6.43751e-05 -0.000437421 -3.45189e-05 0.00039674 0.000842082 -6.00076e-05 -4.56796e-05 -0.000176077 -0.0015396 5.6138e-05 -5.90506e-05 1.15389e-05 -9.55083e-06 0.000295856 -0.000395813
internal_weight=0 3671 270 3401 188 134 3213 3153 1386 109 1767 1277 1717 217 120 97
internal_count=3750 3671 270 3401 188 134 3213 3153 1386 109 1767 1277 1717 217 120 97
is_linear=0
shrinkage=0.0995203


Tree=5379
num_leaves=20
num_cat=0
split_feature=9 3 6 8 3 18 18 9 1 8 1 21 6 3 8 18 7 9 3
split_gain=0.0045971 0.0456827 0.0621873 0.00640519 0.00640224 0.00566123 0.00613153 0.00671821 0.00410643 0.00570635 0.00383075 0.011617 0.00540212 0.00371918 0.00354178 0.00343529 0.00343023 0.00378998 0.00314234
threshold=0.08735500000000003 0.086535000000000015 -0.042294999999999992 -0.10833 0.09697500000000002 -0.14734 -0.099739999999999995 0.086885000000000032 0.15756500000000004 -0.091914999999999983 0.05340000000000001 0.098000000000000018 -0.080534999999999995 0.11197500000000002 -0.0020399999999999997 -0.24085499999999999 -0.10984999999999999 -0.46256000000000003 0.10850000000000003
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 -3 15 14 16 9 -5 12 -12 -11 -10 -7 -1 -8 -18 -19
right_child=1 3 -4 8 -6 6 7 -9 13 10 11 -13 -14 -15 -16 -17 17 18 -20
leaf_value=9.8825319968869668e-05 -0.00012154350816359448 -0.0016861372373614758 -0.0048425909118836484 0.00094914645084355595 -0.00015538639031550608 -0.00013280232277822318 -0.00078787790213099456 0.00096141279801944439 1.4178175192927506e-05 0.00042543695448384359 -0.0018289418547444082 -2.2258585983637772e-05 -0.00012606836804564611 0.0010970092815301028 -0.0013517394104932199 0.0012244753894265199 0.00090884318912914333 6.7754117762532082e-05 -0.00027186943195707823
leaf_weight=51 66 46 48 54 69 47 54 74 68 213 49 129 1005 61 51 61 46 1211 347
leaf_count=51 66 46 48 54 69 47 54 74 68 213 49 129 1005 61 51 61 46 1211 347
internal_value=0 -0.000187955 -0.00211654 -5.76851e-05 -0.000774806 3.22709e-05 -9.32403e-06 3.35551e-05 -4.93811e-06 -5.33216e-05 -9.26854e-05 -0.000524203 -2.89507e-05 0.000532561 -0.000775501 0.000719212 -7.36336e-06 1.8403e-05 -7.3619e-06
internal_weight=0 1808 114 1694 115 1942 1830 1732 1579 1450 1396 178 1218 129 98 112 1658 1604 1558
internal_count=3750 1808 114 1694 115 1942 1830 1732 1579 1450 1396 178 1218 129 98 112 1658 1604 1558
is_linear=0
shrinkage=0.0995203


Tree=5380
num_leaves=30
num_cat=0
split_feature=3 3 9 1 1 5 0 1 0 8 9 26 5 1 26 0 0 7 1 1 9 9 3 3 1 9 8 4 9
split_gain=0.00820997 0.00652339 0.0244058 0.0085447 0.00955651 0.00740592 0.0147394 0.00828281 0.00636564 0.0163791 0.0365567 0.0169057 0.0144403 0.0048375 0.00471813 0.0170075 0.00333798 0.00491194 0.00451957 0.00939091 0.00888508 0.0106113 0.00868022 0.00899123 0.00714994 0.00631602 0.00415362 0.00667548 0.0014484
threshold=0.086850000000000024 0.084795000000000023 0.083925000000000013 -0.08113999999999999 -0.0076199999999999992 -0.0091849999999999987 -0.086254999999999984 -0.098224999999999993 -0.085605000000000001 -0.08569499999999998 0.083715000000000026 0.086515000000000022 -0.092864999999999989 -0.016029999999999999 0.088685000000000028 -0.082494999999999999 0.12461500000000002 -0.074779999999999999 -0.06551499999999999 -0.050379999999999994 0.091750000000000012 0.09055500000000001 0.091615000000000016 0.095630000000000021 -0.076329999999999995 0.10078500000000003 0.24853500000000003 0.14547000000000004 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 2 2 2 2 2 2
left_child=1 5 -3 14 -5 8 -7 -8 9 11 -11 12 -1 -10 15 -4 17 -2 20 25 21 24 -22 -24 -19 -20 27 -21 -18
right_child=16 2 3 4 -6 6 7 -9 13 10 -12 -13 -14 -15 -16 -17 28 18 19 26 22 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=0.00044229165855870148 0.0010269605269891023 -0.0020400499372588404 0.001097482063598644 0.0012738908679624 -0.0004992701683306256 0.0018492542586303427 0.00056509559239881744 -0.001136239795589619 0.00092701651070532462 0.00028190112032887402 -0.0035701277863966719 0.0015173779883814801 -0.0018312344015349144 -0.00023662363368861364 -0.0013410842560784822 -0.0013786895139350046 -0.00079789733408786555 5.4430690122713254e-05 -0.0017540589472050969 7.4802264220500791e-05 0.0017930034865651584 -0.0012898952775047235 -0.00020183831805917725 0.00090663427312969065 0.0013617026308987547 -0.00010198084452946694 0.00093579796769403605 -0.0011413014731042317 -3.1032509252735776e-05
leaf_weight=57 59 85 52 70 52 56 71 47 63 50 47 53 53 79 55 58 55 436 48 1536 58 54 121 177 46 46 53 46 48
leaf_count=57 59 85 52 70 52 56 71 47 63 50 47 53 53 79 55 58 55 436 48 1536 58 54 121 177 46 46 53 46 48
internal_value=0 -0.000233301 -0.000558245 -0.000116531 0.000511407 -2.20197e-05 0.000518832 -0.000105618 -0.000258156 -0.000551875 -0.00157611 5.2615e-05 -0.000645693 0.000273874 -0.000585786 -0.000200694 0.000105738 0.000127343 0.00010678 1.24178e-05 0.000288767 3.11861e-05 0.000674287 0.000453803 0.00018089 -0.000954304 6.84977e-05 3.8924e-05 -0.000448471
internal_weight=0 948 372 287 122 576 174 118 402 260 97 163 110 142 165 110 2783 2680 2621 1729 892 536 356 298 482 94 1635 1582 103
internal_count=3731 948 372 287 122 576 174 118 402 260 97 163 110 142 165 110 2783 2680 2621 1729 892 536 356 298 482 94 1635 1582 103
is_linear=0
shrinkage=0.0995203


Tree=5381
num_leaves=23
num_cat=0
split_feature=3 3 9 5 18 8 6 8 8 10 10 1 6 1 3 8 1 1 6 1 3 4
split_gain=0.00702461 0.0105805 0.018206 0.00630519 0.0136179 0.00692188 0.00671113 0.012704 0.00610982 0.00540976 0.00941702 0.00504688 0.00421546 0.00413011 0.00537892 0.00358155 0.0026353 0.00726215 0.0154301 0.00515905 0.00409562 0.00160153
threshold=0.085965000000000028 0.084795000000000023 0.083925000000000013 -0.015214999999999999 -0.0079049999999999988 -0.0041249999999999993 0.085570000000000021 -0.085764999999999994 -0.082094999999999987 0.090150000000000022 0.086275000000000018 -0.50597999999999999 0.024640000000000006 -0.080954999999999985 -1.0000000180025095e-35 -0.086995000000000003 -0.06551499999999999 -0.07002499999999999 0.11690000000000002 -0.052259999999999994 0.086965000000000028 0.13364000000000004
decision_type=2 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 6 12 -8 15 10 11 -2 -5 -6 21 -4 17 18 -13 -18 -21 -15
right_child=9 2 8 5 13 -7 7 -9 -10 -11 -12 16 -14 14 -16 -17 19 -19 -20 20 -22 -23
leaf_value=-0.0019151247362313543 -0.00065287682537159674 -0.0023473888245725632 -0.00041763543534881914 4.6516646752927553e-05 0.00056593031983645341 0.0014066527165268513 -0.00050122233784919204 0.0016181033134929359 -0.0012253045646052904 -0.00080762102325874358 0.0013766066388333454 0.00027582456205154867 -0.0011473761204930362 -0.00020992982225835556 -0.0010261490232299024 0.00070109147896725663 -0.00070976516878112992 0.0013664638853920217 -0.0015580858380266779 0.00079511446918759164 4.1897895965335698e-05 0.00055805741549349588
leaf_weight=46 89 58 59 72 75 48 51 61 48 65 57 823 48 63 66 54 87 54 48 75 1638 46
leaf_count=46 89 58 59 72 75 48 51 61 48 65 57 823 48 63 66 54 87 54 48 75 1638 46
internal_value=0 -0.000244728 -0.000833623 -1.9404e-05 -0.000340986 0.00031763 8.87865e-05 0.000645744 -0.000283206 8.86861e-05 0.000109264 8.33018e-05 -0.000424219 -4.80695e-05 -0.00031589 0.000109733 0.000107646 0.000244329 0.00017382 3.69515e-05 7.53538e-05 0.000106665
internal_weight=0 795 219 576 296 280 232 112 161 2936 2871 2814 120 250 175 113 2725 925 871 1800 1713 109
internal_count=3731 795 219 576 296 280 232 112 161 2936 2871 2814 120 250 175 113 2725 925 871 1800 1713 109
is_linear=0
shrinkage=0.0995203


Tree=5382
num_leaves=26
num_cat=0
split_feature=3 8 8 3 2 2 9 8 26 5 3 8 2 2 3 5 5 10 10 30 26 29 2 3 29
split_gain=0.00598338 0.00749327 0.0189827 0.00925355 0.00772861 0.0299607 0.00672009 0.00888473 0.00612737 0.00735561 0.00584993 0.0149564 0.0342793 0.00539477 0.00447571 0.00761322 0.0175251 0.00547671 0.00884293 0.00471085 0.00555925 0.00545943 0.00442171 0.00404971 0.00443441
threshold=0.087385000000000032 -0.072559999999999999 -0.080724999999999991 0.085845000000000019 -0.083589999999999984 -0.082404999999999992 0.084645000000000012 -0.085385000000000003 0.08919500000000001 -0.088174999999999989 0.088115000000000013 -0.08731499999999999 -0.086254999999999984 -0.086849999999999997 0.089095000000000021 -0.013125 -0.0018599999999999999 0.090150000000000022 0.086275000000000018 0.084845000000000018 -0.078844999999999985 -0.0094649999999999995 -0.086304999999999993 0.082130000000000022 -0.082294999999999993
decision_type=2 2 2 2 2 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 23 6 -6 7 22 9 -7 11 -2 -13 -8 15 -12 -17 18 19 21 -21 -16 -1 24 -3
right_child=10 3 -4 -5 5 8 13 -9 -10 -11 14 12 -14 -15 17 16 -18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=-0.0001899934000543914 0.002086048779291133 -0.00046133338974871011 -0.0019594716184610514 0.0014018654406797643 -0.0027215115527883639 0.00019267736072729828 -0.00014507634307757886 -0.0010729254472012671 0.00081912664633091781 -0.0010048160217342951 -0.0011191475712753532 0.0021647721509519316 -0.0011045150073460182 0.0011054812199960654 -0.00059893301724842985 0.001605745032221096 -0.00089189761440393095 -0.00083507991494693654 0.0014158330005326137 0.0013443442466909178 0.00015571524807523468 8.7517182732073487e-05 0.00083830206520855218 -0.00060137037600258123 0.00070878503918420316
leaf_weight=112 51 49 66 56 53 106 53 81 54 96 84 50 87 91 122 47 68 61 51 62 110 1887 65 79 90
leaf_count=112 51 49 66 56 53 106 53 81 54 96 84 50 87 91 122 47 68 61 51 62 110 1887 65 79 90
internal_value=0 -0.000185343 -0.000343599 0.000260449 -0.000192451 -0.000567079 9.34725e-05 -0.000208126 -0.000117845 -0.000372376 9.47711e-05 0.000630502 8.26805e-05 0.000639522 5.40262e-05 -0.000397927 0.00012176 9.36064e-05 0.000119354 8.8662e-05 0.000588934 4.54238e-05 0.000183004 -2.90044e-05 0.000290408
internal_weight=0 1051 777 274 711 309 402 258 256 202 2680 188 137 144 2492 199 115 2293 2232 2181 172 2009 177 218 139
internal_count=3731 1051 777 274 711 309 402 258 256 202 2680 188 137 144 2492 199 115 2293 2232 2181 172 2009 177 218 139
is_linear=0
shrinkage=0.0995203


Tree=5383
num_leaves=28
num_cat=0
split_feature=3 17 17 5 17 1 1 18 1 1 18 17 17 3 8 8 17 5 5 5 18 8 5 17 18 8 8
split_gain=0.00485609 0.00862947 0.0189344 0.018398 0.0140757 0.00584959 0.0148317 0.00992313 0.0144634 0.00555276 0.00780765 0.0138894 0.00763065 0.0053048 0.00367184 0.0110679 0.00415693 0.00377732 0.0328101 0.00990488 0.00930284 0.00693964 0.00572292 0.00613127 0.00511469 0.00375335 0.00735928
threshold=0.087385000000000032 -0.011809999999999999 -0.0044799999999999987 -0.011764999999999999 -0.016209999999999999 -0.08616 -0.082195000000000004 0.087810000000000013 -0.013975 -0.15796999999999997 -0.093130000000000004 -0.068169999999999994 -0.10071499999999999 0.087625000000000022 -0.082094999999999987 -0.081415000000000001 -0.56368999999999991 -0.037239999999999995 -0.021739999999999999 -0.014739999999999998 -0.010395 -0.083390000000000006 -0.082635 -0.00265 0.098305000000000017 -0.080659999999999996 -0.079219999999999999
decision_type=2 2 2 2 2 2 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 9 -4 -7 8 -8 -1 -11 12 -12 -2 17 -16 -17 20 -19 -20 -15 -21 24 -24 -22 -18 -27
right_child=13 2 5 -5 -6 6 7 -9 -10 10 11 -13 -14 14 15 16 25 18 19 21 22 -23 23 -25 -26 26 -28
leaf_value=0.00076869989443209715 0.0010037294099021856 -0.0029230602914983553 0.00081976301928111603 -0.00049118590430381162 0.0017121236711537978 -0.0018535342631655371 0.0019137877082370236 -0.00093363189803944975 -6.3092720192396888e-05 -0.0011059797582586627 0.00018277490314559466 0.0011020600106909347 -0.00096394843385104933 0.0013491881619775812 0.0016590304194778966 0.0010423310964800955 -0.00075731496958857884 -0.0028233243678886617 0.0012671637776635165 -8.714937905320657e-06 -3.3484558305919643e-05 -0.0012658962902690448 -0.0015190014193953024 6.4608128894396921e-05 0.00098920568267780919 0.0010450540490392368 5.7561243878253163e-05
leaf_weight=70 61 53 57 76 50 50 46 83 177 75 115 86 113 52 47 46 51 46 52 274 314 52 49 46 57 79 1454
leaf_count=70 61 53 57 76 50 50 46 83 177 75 115 86 113 52 47 46 51 46 52 274 314 52 49 46 57 79 1454
internal_value=0 -0.000166975 -0.000443662 -0.00149667 0.000126042 -0.000112772 -0.000264382 -2.04111e-06 0.000341024 -4.49502e-05 -0.00019347 2.18794e-05 -0.000381967 8.53698e-05 6.36674e-05 0.00015217 0.000108219 -9.30209e-05 -0.000313711 -6.14281e-06 8.60411e-05 -0.000211758 -5.31543e-05 -0.000743584 0.000121434 8.05747e-05 0.000108984
internal_weight=0 1051 542 129 509 413 356 306 223 459 389 314 228 2680 2619 1677 1630 942 424 378 518 326 466 95 371 1584 1533
internal_count=3731 1051 542 129 509 413 356 306 223 459 389 314 228 2680 2619 1677 1630 942 424 378 518 326 466 95 371 1584 1533
is_linear=0
shrinkage=0.0995203


Tree=5384
num_leaves=14
num_cat=0
split_feature=10 27 27 6 1 2 4 0 1 1 20 21 2
split_gain=0.0237041 0.00746458 0.0140363 0.00598753 0.00537588 0.00492726 0.0116767 0.00909093 0.00428556 0.00409329 0.00648322 0.00297875 0.00293974
threshold=0.091080000000000022 0.079055000000000028 0.085540000000000019 -0.47287499999999999 0.41897000000000012 -0.026175 0.12498500000000003 -0.063914999999999986 0.40780000000000011 0.25544500000000009 -0.009049999999999999 0.094640000000000016 -0.0088099999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 8 6 -4 12 9 10 -5 -11 -7
right_child=-2 2 5 4 -6 7 -8 -9 -10 11 -12 -13 -14
leaf_value=-0.0010267722078932894 -0.0017130416622914884 0.0020027538978079776 -0.00012909755905666256 -0.00020180320730442126 0.00080178117371256311 0.00092925935474588771 0.0017663847037119314 -0.0012472649415242272 -0.00095276341475273923 0.0012209373844635401 9.8397362285308131e-05 0.00011706313830389596 -4.7645699331285496e-05
leaf_weight=56 78 51 74 1153 83 49 56 51 47 46 1863 55 77
leaf_count=56 78 51 74 1153 83 49 56 51 47 46 1863 55 77
internal_value=0 4.02253e-05 0.000471902 -6.31464e-06 1.10328e-05 0.000214924 0.000681121 -0.000122856 -9.45191e-06 4.50929e-06 -1.60962e-05 0.000627923 0.000325765
internal_weight=0 3661 358 3303 3247 307 130 177 3164 3117 3016 101 126
internal_count=3739 3661 358 3303 3247 307 130 177 3164 3117 3016 101 126
is_linear=0
shrinkage=0.0995203


Tree=5385
num_leaves=17
num_cat=0
split_feature=22 27 2 8 0 2 0 21 20 17 21 10 17 10 20 9
split_gain=0.0199342 0.00723689 0.0115662 0.0213044 0.00842455 0.00346823 0.00336594 0.00532254 0.0132611 0.00443515 0.00407646 0.00329534 0.00526772 0.00506488 0.00348475 0.00342201
threshold=0.13160500000000006 0.084940000000000029 -0.026175 -0.080659999999999996 -0.063914999999999986 -0.0088099999999999984 -0.15468499999999999 0.090285000000000018 -0.062769999999999992 0.016900000000000005 0.13922500000000004 0.086165000000000019 -0.55286000000000002 0.090860000000000024 -0.0064400000000000004 0.084535000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -4 7 8 -1 -10 11 12 15 -13 -14 -8
right_child=-2 2 4 -5 -6 -7 10 -9 9 -11 -12 13 14 -15 -16 -17
leaf_value=-0.0019714626047568182 -0.0018273251579779884 0.00020324996298575165 0.00098957232886100416 0.0027094994874958013 -0.0011501067977277403 -4.9891719496861084e-05 0.00013300870238541271 0.00035846660196845674 0.00033028008950529485 -0.00085118656967359257 0.00082316684609391808 -0.0013258316301396423 -0.00014144388088537419 0.00012900710628937603 8.4015981344041227e-05 0.0013554614646407689
leaf_weight=53 58 91 53 54 50 76 47 73 84 50 61 46 1116 47 1733 47
leaf_count=53 58 91 53 54 50 76 47 73 84 50 61 46 1116 47 1733 47
internal_value=0 3.2131e-05 0.000481355 0.00114226 -4.94401e-05 0.000370829 -1.09819e-05 -0.000355064 -0.000637986 -0.000104457 1.76403e-05 1.18582e-06 1.98862e-05 -0.000581788 -4.01301e-06 0.000752944
internal_weight=0 3681 324 145 179 129 3357 260 187 134 3097 3036 2943 93 2849 94
internal_count=3739 3681 324 145 179 129 3357 260 187 134 3097 3036 2943 93 2849 94
is_linear=0
shrinkage=0.0995203


Tree=5386
num_leaves=19
num_cat=0
split_feature=10 27 26 27 6 8 8 6 6 3 8 21 21 17 17 4 17 2
split_gain=0.0192805 0.00525958 0.0124592 0.0171326 0.00472002 0.00315167 0.00529189 0.0104775 0.0112901 0.00640828 0.00861012 0.00530763 0.00488092 0.00584423 0.0115513 0.0104807 0.0026856 0.00409402
threshold=0.091080000000000022 0.084940000000000029 -0.083385000000000001 0.099145000000000025 -0.47287499999999999 -0.082419999999999993 -0.087635000000000005 -0.094449999999999992 -0.011749999999999998 0.088115000000000013 -0.097249999999999989 0.086155000000000023 -0.091104999999999992 -0.014289999999999999 -0.00095 0.10739000000000003 -0.084209999999999993 -0.0088099999999999984
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 9 -8 -9 11 -11 -6 -7 15 -15 -14 -4 -18
right_child=-2 2 16 -5 5 12 7 8 -10 10 -12 -13 13 14 -16 -17 17 -19
leaf_value=-0.00090645246352018022 -0.0015452227987690957 0.0025693777915004171 -0.00067884065835277973 0 0.00054139541348858394 -0.00070173170771768993 -0.0017749601708100184 0.00052927919015797196 -0.0004953070100596538 9.8921117589718165e-05 -0.00090647922135124025 -0.00049952372045213912 -0.00010299768266823335 0.0012825512603581617 0.00017872500229415184 0.0013733918033323985 0.00067267830411311827 -0.00032439687841032941
leaf_weight=56 78 53 47 51 302 73 46 148 376 275 121 57 991 108 745 50 82 80
leaf_count=56 78 53 47 51 302 73 46 148 376 275 121 57 991 108 745 50 82 80
internal_value=0 3.60115e-05 0.000426142 0.00131633 -2.16747e-07 1.49505e-05 -0.000103398 -0.000332544 -0.000204358 6.85155e-05 -0.000206217 0.000373844 9.50881e-05 0.000126232 0.000319442 -3.12992e-05 -1.29074e-05 0.000175242
internal_weight=0 3661 313 104 3348 3292 1325 570 524 755 396 359 1967 1894 853 1041 209 162
internal_count=3739 3661 313 104 3348 3292 1325 570 524 755 396 359 1967 1894 853 1041 209 162
is_linear=0
shrinkage=0.0995203


Tree=5387
num_leaves=17
num_cat=0
split_feature=22 27 27 2 1 0 8 1 10 10 0 17 20 1 2 1
split_gain=0.0161838 0.00503564 0.0137645 0.00525704 0.0100723 0.00466197 0.00363669 0.0027119 0.00269153 0.0109037 0.0029069 0.00529471 0.0115642 0.00317356 0.00596375 0.00552491
threshold=0.13160500000000006 0.081260000000000013 0.085775000000000032 -0.026175 0.44303500000000012 -0.063914999999999986 -0.089779999999999985 -0.035694999999999998 0.09056500000000002 0.086165000000000019 -0.15468499999999999 -0.067864999999999995 -0.048779999999999997 0.15756500000000004 -0.08385999999999999 0.10055500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 7 6 -5 -4 9 10 11 -1 -13 15 -15 -12
right_child=-2 2 3 5 -6 -7 -8 -9 -10 -11 13 12 -14 14 -16 -17
leaf_value=-0.0011335190187429342 -0.0016467400546390392 0.0019918953292009213 0.00052122552783627225 -0.00041143046727841112 0.0017477667040202674 -0.0010337808820702473 0.00067802617501429394 -0.00055894680965786273 0.00070767980749001486 -0.0015096254548672959 1.7100397032528537e-05 0.0011561354716405662 -0.00059023390677873371 0.0013901130157315893 0.00013541849960591897 -0.0009730575798139817
leaf_weight=61 58 46 46 63 49 50 58 46 51 48 2668 54 123 46 215 57
leaf_count=61 58 46 46 63 49 50 58 46 51 48 2668 54 123 46 215 57
internal_value=0 2.86892e-05 0.000383377 0.0001436 0.000595074 -0.000223881 0.000104023 -9.96254e-06 -9.27641e-06 -2.07017e-05 1.21205e-06 -0.000333244 -5.28181e-05 2.81441e-05 0.000359689 -3.31077e-06
internal_weight=0 3681 358 312 141 171 121 92 3323 3272 3224 238 177 2986 261 2725
internal_count=3739 3681 358 312 141 171 121 92 3323 3272 3224 238 177 2986 261 2725
is_linear=0
shrinkage=0.0995203


Tree=5388
num_leaves=29
num_cat=0
split_feature=2 3 18 2 9 5 2 9 21 6 17 17 0 0 17 2 25 1 3 17 26 26 3 0 2 9 4 3
split_gain=0.0151126 0.0140726 0.0492862 0.0058923 0.0160584 0.0259994 0.0110373 0.00702231 0.0064037 0.00816826 0.00624421 0.011561 0.00861231 0.00559592 0.00429138 0.0037486 0.0038115 0.00347325 0.00465647 0.00408361 0.00284366 0.00646716 0.00536351 0.00607385 0.0042249 0.003253 0.00746903 0.00176194
threshold=-0.089054999999999995 0.086130000000000026 -0.090254999999999988 -0.080644999999999994 0.088325000000000028 -0.079124999999999987 -0.081864999999999993 0.090150000000000022 0.091040000000000024 -0.092034999999999992 -0.0020399999999999997 -0.0082649999999999998 -0.084894999999999984 -0.070374999999999993 -0.53447999999999996 -0.080329999999999999 0.085465000000000027 0.26753500000000008 0.014805000000000004 -0.46992499999999998 0.090275000000000022 0.096685000000000021 0.092200000000000018 -0.086414999999999992 -0.10165999999999999 0.098465000000000011 0.10343500000000001 0.081225000000000019
decision_type=2 2 2 2 2 2 2 2 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 -6 7 -7 9 -2 11 -11 -12 -9 -5 -16 17 19 -19 -17 22 -22 23 -3 25 26 -24 -4
right_child=3 20 27 14 5 6 -8 13 -10 10 12 -13 -14 -15 15 16 -18 18 -20 -21 21 -23 24 -25 -26 -27 -28 -29
leaf_value=0.0039830371706475109 -0.0013250659425048891 0.00032727048593022423 -0.0001645960268636344 0.0008179818634750848 -0.0026678608649942136 -0.0016261482388043452 0.00076166000766372517 0.00048438652386916935 0.00094820607335578721 -7.8954691214595913e-05 -0.001028547085715231 0.0011829187615556001 0.00028314837286015968 -0.00102919946382102 0.00074342834871701509 -0.00081564124018340635 0.00070422151572115674 0.00033817106831320412 -0.00058588501399603173 1.562617514299507e-05 0.0013754759730195904 -0.00016724589079505849 0.00042005610132674949 -0.0010872223770149124 0.001024315334106159 0.00061105692458620264 -0.0011598064188153676 0.00058466993258419466
leaf_weight=46 54 49 69 61 66 66 58 47 57 434 127 86 80 49 60 61 63 68 246 1420 53 53 68 75 58 66 52 55
leaf_count=46 54 49 69 61 66 66 58 47 57 434 127 86 80 49 60 61 63 68 246 1420 53 53 68 75 58 66 52 55
internal_value=0 0.000422642 0.00120012 -0.000107084 -0.000289064 -0.000933193 -0.000409071 -0.000833274 -6.82531e-05 -0.000143486 -5.45946e-05 0.000128166 -0.000517657 -0.000279646 -3.31173e-06 -2.9859e-05 -5.52712e-05 -8.23835e-05 -0.000383164 -1.80597e-05 0.000142075 0.000596392 8.98678e-06 -0.000521668 0.000282019 4.61485e-05 -0.000257729 0.000161138
internal_weight=0 644 170 3103 1124 286 220 162 838 781 727 520 207 96 1979 1918 1858 1795 314 1481 474 106 368 124 244 186 120 124
internal_count=3747 644 170 3103 1124 286 220 162 838 781 727 520 207 96 1979 1918 1858 1795 314 1481 474 106 368 124 244 186 120 124
is_linear=0
shrinkage=0.0995203


Tree=5389
num_leaves=26
num_cat=0
split_feature=2 27 19 4 18 10 9 9 6 2 8 18 0 8 18 2 0 6 6 2 0 2 8 2 1
split_gain=0.0122634 0.0291425 0.00601507 0.00504084 0.0068578 0.0105772 0.00403293 0.00481171 0.00357334 0.00816851 0.0161436 0.012461 0.00927505 0.0138905 0.0145029 0.0144296 0.0120928 0.00691584 0.00591117 0.00551823 0.017601 0.00528342 0.0135761 0.00903527 0.00330103
threshold=-0.089054999999999995 0.085370000000000015 -0.071824999999999986 0.10801000000000002 -0.11533 0.086275000000000018 0.09518500000000002 0.084535000000000013 0.085120000000000015 -0.070354999999999987 -0.072559999999999999 -1.0000000180025095e-35 -0.073219999999999993 -0.07594999999999999 0.090285000000000018 -0.075024999999999994 -0.069569999999999993 0.11596500000000003 0.079640000000000016 -0.086414999999999992 -0.085474999999999982 -0.084114999999999981 -0.086304999999999993 -0.082644999999999982 -0.139265
decision_type=2 2 2 2 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 24 6 7 -6 18 12 11 -11 13 15 -15 -10 -14 -12 19 20 -4 22 -21 -23 -1
right_child=2 -3 8 -5 5 -7 -8 -9 9 10 17 -13 16 14 -16 -17 -18 -19 -20 21 -22 23 -24 -25 -26
leaf_value=-0.0011434553565443837 0.00083487725903635566 0.0021464614354240758 -0.0021904125021343247 -0.00085784794058608766 -0.00018474470028157121 0.0017536410954642593 -0.0004684016141403851 0.00065472751271825871 -0.00031368201121675595 0.0023477622415640199 -0.0011641919538874397 5.9285259139624363e-05 -0.0023175486046509083 0.0019016508245839219 -0.0004297039469958824 -0.0020742847726693838 -0.00016209523301867479 0.00017373271644170304 0.00083233600009963496 -0.00047408476312528724 0.00045697983888447414 -0.0010861755998830714 0.0016362558338733236 -1.9016641419818289e-05 0
leaf_weight=46 67 81 47 47 101 50 70 197 633 50 65 46 54 55 50 50 51 91 75 58 52 83 62 1514 52
leaf_count=46 67 81 47 47 101 50 70 197 633 50 65 46 54 55 50 50 51 91 75 58 52 83 62 1514 52
internal_value=0 0.000380834 -9.63479e-05 0.000125355 0.000216497 0.000393295 0.000206241 0.000367461 -0.000117168 -0.000256026 0.000242346 0.00125973 -0.000397581 -0.000279173 0.000783686 -0.000443768 -0.00127841 -0.000378488 -3.26568e-05 -6.88315e-05 -0.000791594 -2.66811e-05 0.000609436 -7.49921e-05 -0.000529249
internal_weight=0 644 3103 563 516 418 368 298 3036 1145 252 96 893 788 105 683 105 156 1891 1816 99 1717 120 1597 98
internal_count=3747 644 3103 563 516 418 368 298 3036 1145 252 96 893 788 105 683 105 156 1891 1816 99 1717 120 1597 98
is_linear=0
shrinkage=0.0995203


Tree=5390
num_leaves=22
num_cat=0
split_feature=28 17 17 5 0 5 17 5 6 9 21 1 1 21 7 23 17 21 0 9 1
split_gain=0.0150322 0.00648947 0.00722671 0.0402947 0.00733592 0.0072164 0.00663383 0.0191628 0.00594607 0.00566377 0.00431547 0.00883198 0.0043081 0.00756642 0.00366161 0.00522979 0.0037334 0.00410153 0.0034586 0.0142196 0.00423093
threshold=0.082705000000000015 -0.067414999999999989 -0.093784999999999993 0.0047850000000000011 -0.14731999999999998 -0.0083599999999999994 -0.036600000000000001 -0.075744999999999993 -0.078305 0.088510000000000019 0.086690000000000017 -0.01538 0.058455000000000014 0.12208500000000003 0.083320000000000019 -0.022119999999999997 -0.023964999999999997 0.084670000000000009 0.11291000000000002 0.095415000000000014 -0.50763499999999995
decision_type=2 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 10 7 -3 -7 -9 11 -4 18 -14 15 -8 -17 -18 20 -20 -6
right_child=-2 6 3 -5 12 8 14 9 -10 -11 -12 -13 13 -15 -16 16 17 -19 19 -21 -22
leaf_value=-0.0010352527475836046 0.0013817126128671813 -0.0021782864055758713 0.0010902061991241443 0.0031069432958039751 0.0011442678832143437 0.00024113506362484461 0.00080026491140896779 0.00058963317990422487 -0.0012614562954153901 -0.00071493509692719163 0.0010105823566860029 -0.00066683891974382765 -0.0014871115783289502 0.00027897232296733218 -0.0009018722563903862 0.00058323855142553721 -0.00021958221616048997 9.830764739505501e-05 -0.0014554520590112836 0.00080589538689260524 0.00015412736088595862
leaf_weight=64 75 60 48 51 46 46 66 69 58 63 78 69 46 49 54 76 1369 565 58 52 685
leaf_count=64 75 60 48 51 46 46 66 69 58 63 78 69 46 49 54 76 1369 565 58 52 685
internal_value=0 -4.14393e-05 0.000131758 0.000520983 -3.65258e-06 7.71612e-05 -0.000142488 -0.000703404 -0.000588977 -2.68e-05 0.000436633 4.70035e-05 6.60096e-05 -0.000567567 -9.1542e-05 -7.00697e-05 -9.90551e-05 -0.00012629 0.000138552 -0.00037901 0.000217554
internal_weight=0 3672 1350 350 1000 299 2322 192 104 132 195 117 936 95 2130 2076 2010 1934 841 110 731
internal_count=3747 3672 1350 350 1000 299 2322 192 104 132 195 117 936 95 2130 2076 2010 1934 841 110 731
is_linear=0
shrinkage=0.0995203


Tree=5391
num_leaves=18
num_cat=0
split_feature=18 18 3 3 3 3 0 17 21 10 10 5 3 3 5 21 21
split_gain=0.0106441 0.0442834 0.00747774 0.00659111 0.0107747 0.00711274 0.00559912 0.00623842 0.00777412 0.00455494 0.00405366 0.00537662 0.00237832 0.010572 0.007514 0.00563896 0.00951887
threshold=-0.092864999999999989 -0.097059999999999994 0.08400500000000001 0.098455000000000029 0.092200000000000018 0.087325000000000028 -0.067839999999999998 -0.54752499999999993 0.10886500000000003 0.09056500000000002 0.086690000000000031 0.40898000000000007 0.10214500000000003 0.10377500000000002 -0.50544999999999984 0.10817500000000002 0.10403500000000003
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 -5 -8 -9 10 11 12 15 -14 -15 16 -2
right_child=9 -3 3 6 -6 -7 7 8 -10 -11 -12 -13 13 14 -16 -17 -18
leaf_value=-0.0011464489235662517 -0.00016519491081242282 0.002447341801012345 0.00083771190503289768 -0.00086705840318076458 0.0017403515881846056 -0.00048160764100442711 -0.00079307101999814215 0.0015158199808430334 -8.8215076680694964e-05 0.00070056560426980119 -0.0010333777224185751 0.00096432192061866168 0.0012966435656987759 -0.00078466458249755824 6.8656698489757382e-05 -0.0010005530670766677 0.0012233810113213351
leaf_weight=49 2006 87 76 83 56 86 52 47 80 71 46 47 61 121 652 77 50
leaf_count=49 2006 87 76 83 56 86 52 47 80 71 46 47 61 121 652 77 50
internal_value=0 0.000366549 2.27911e-05 0.000143857 0.000549117 0.000132279 -0.000190221 0.000119047 0.000498959 -8.59707e-05 -0.000104488 -9.00395e-05 -0.000107017 3.46703e-05 -6.38572e-05 -0.000162801 -0.000131028
internal_weight=0 616 529 480 218 162 262 179 127 3131 3060 3014 2967 834 773 2133 2056
internal_count=3747 616 529 480 218 162 262 179 127 3131 3060 3014 2967 834 773 2133 2056
is_linear=0
shrinkage=0.0995203


Tree=5392
num_leaves=14
num_cat=0
split_feature=19 29 21 5 5 0 3 18 5 18 18 26 26
split_gain=0.0164965 0.010951 0.00484107 0.00374236 0.00926134 0.0201831 0.0223702 0.0129991 0.00742341 0.0182459 0.00678088 0.00610151 0.00586663
threshold=0.13980000000000004 -0.117605 0.15544000000000005 -0.020074999999999999 -0.0089549999999999994 -0.087184999999999999 0.08888500000000002 -0.018864999999999996 -0.025879999999999997 -0.082304999999999989 -0.046804999999999992 -0.22491999999999998 0.08919500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 7 -7 -5 9 -3 -11 -6 -13
right_child=-2 2 -4 4 11 6 -8 -9 -10 10 -12 12 -14
leaf_value=-0.0014235809010702657 0.0018303101062733958 -0.001709421391335404 0.00094924190972970322 -0.00041387263351528583 -0.00091388313324176364 -0.00054918773249504707 -0.0028864682132799325 0.0017122669163296292 0.0010377941225905192 0.0011722746976612726 9.2877452872178017e-05 0.00023335301467708222 -0.00019228724031407796
leaf_weight=52 50 55 56 62 65 191 52 52 83 60 1598 851 513
leaf_count=52 50 55 56 62 65 191 52 52 83 60 1598 851 513
internal_value=0 1.01061e-05 3.08237e-05 1.62368e-05 -8.55057e-05 -0.000539026 -0.00105272 0.000548765 0.000117869 7.28175e-05 0.000132433 2.72221e-05 7.26697e-05
internal_weight=0 3690 3638 3582 1786 357 243 114 1796 1713 1658 1429 1364
internal_count=3740 3690 3638 3582 1786 357 243 114 1796 1713 1658 1429 1364
is_linear=0
shrinkage=0.0995203


Tree=5393
num_leaves=14
num_cat=0
split_feature=30 21 21 21 21 5 9 26 10 17 17 3 3
split_gain=0.00984659 0.00917991 0.0226879 0.00681832 0.00655574 0.00520703 0.0100751 0.0233678 0.00855523 0.004678 0.00400678 0.00362921 0.00904274
threshold=0.12577500000000003 -0.075024999999999994 -0.083479999999999985 -0.032929999999999994 -0.014264999999999998 -0.091229999999999992 0.11351500000000002 0.12236500000000003 0.087405000000000024 -0.55157999999999996 -0.083000000000000004 0.10726500000000001 0.090135000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 -5 6 7 -6 9 -7 -1 12 -12
right_child=-2 3 -4 4 5 8 -8 -9 -10 -11 11 -13 -14
leaf_value=0.00083736036006445188 -0.0013996111062628378 -0.0010409007884856149 0.002158880193512072 0.00094708482934810522 0.00017182835545463869 -0.00081042135210299224 -0.00087494540371898773 0.00234134849452602 0.0010507664559156488 -7.7387144550148987e-05 0.00025209222690830772 0.0005851656325627575 -0.0014157105673073731
leaf_weight=58 47 61 69 74 703 90 76 53 65 2256 83 53 52
leaf_count=58 47 61 69 74 703 90 76 53 65 2256 83 53 52
internal_value=0 4.96194e-05 0.000563452 1.46188e-06 2.08779e-05 -4.26602e-09 0.000214412 0.000325007 -7.43357e-05 -0.000105858 0.000112626 -0.000106608 -0.000384257
internal_weight=0 3693 315 3378 3317 3243 832 756 2411 2346 246 188 135
internal_count=3740 3693 315 3378 3317 3243 832 756 2411 2346 246 188 135
is_linear=0
shrinkage=0.0995203


Tree=5394
num_leaves=11
num_cat=0
split_feature=19 29 21 27 0 26 2 0 9 6
split_gain=0.0131564 0.00811224 0.00391908 0.00357535 0.00308814 0.00958084 0.00734553 0.00514496 0.0121866 0.00541508
threshold=0.13980000000000004 -0.117605 0.15544000000000005 -0.059829999999999994 -0.055729999999999995 0.12456500000000002 0.12875500000000004 -0.068604999999999985 0.09235500000000002 0.087670000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 -6 9 -9 -5
right_child=-2 2 -4 4 5 -7 -8 8 -10 -11
leaf_value=-0.0012277797410085931 0.001631682943378965 -0.00071442141980034371 0.00085032536681833458 0.0001162007998465188 0.00026361319317917377 0.0015543411837374247 -0.00080639164141562347 -0.0016107346385273436 2.5989157680315837e-05 -0.00018303426406909729
leaf_weight=52 50 66 56 1863 442 50 74 66 139 882
leaf_count=52 50 66 56 1863 442 50 74 66 139 882
internal_value=0 6.15559e-06 2.4018e-05 1.08712e-05 2.47187e-05 0.000237741 0.000108576 -1.58751e-05 -0.000496963 1.97549e-05
internal_weight=0 3690 3638 3582 3516 566 516 2950 205 2745
internal_count=3740 3690 3638 3582 3516 566 516 2950 205 2745
is_linear=0
shrinkage=0.0995203


Tree=5395
num_leaves=18
num_cat=0
split_feature=19 30 8 8 21 3 21 8 3 21 8 2 3 5 5 5 2
split_gain=0.010668 0.00705059 0.00397908 0.00975425 0.00403501 0.00421093 0.00595722 0.00752773 0.00639855 0.00334871 0.00575722 0.0145366 0.0128025 0.00374168 0.00712637 0.00592762 0.00209761
threshold=0.13980000000000004 0.12577500000000003 -0.046889999999999994 -0.053049999999999993 -0.091104999999999992 0.12732500000000005 0.09865500000000002 0.0017700000000000003 0.11089500000000001 -0.014264999999999998 -0.086304999999999993 -0.086609999999999993 0.088535000000000016 -0.041054999999999994 -0.051389999999999998 -0.0089549999999999994 -0.0031199999999999999
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 -4 6 8 -8 -6 10 12 -12 -1 14 -11 -15 -7
right_child=-2 -3 4 -5 5 16 7 -9 -10 13 11 -13 -14 15 -16 -17 -18
leaf_value=-0.0015158514364395094 0.0014692975415301511 -0.00120530957512724 -0.00061651448273644682 -0.0012407623669933145 0.00038960352715910449 0.00042765180640585385 -0.00083071976239611342 0.00040858661702556688 -0.00058388335362508244 1.9830488265946431e-05 -0.00071096920489326695 0.0012919399297774135 0.00051606921662749011 -0.00049743161741521032 0.0011597406308926136 -2.5015830589285887e-05 0.0013134515799424356
leaf_weight=47 50 47 59 66 644 70 119 81 74 885 51 118 88 383 58 853 47
leaf_count=47 50 47 59 66 644 70 119 81 74 885 51 118 88 383 58 853 47
internal_value=0 5.52091e-06 2.13671e-05 -4.65169e-05 0.000180284 0.000226496 0.000153724 -0.000324708 0.000288132 -1.44433e-05 0.000294539 0.000682668 -0.000185277 -5.79262e-05 9.08098e-05 -0.000172066 0.000790483
internal_weight=0 3690 3643 2549 1094 1035 918 200 718 2483 304 169 135 2179 943 1236 117
internal_count=3740 3690 3643 2549 1094 1035 918 200 718 2483 304 169 135 2179 943 1236 117
is_linear=0
shrinkage=0.0995203


Tree=5396
num_leaves=25
num_cat=0
split_feature=3 17 26 19 9 8 1 0 1 3 8 26 27 18 18 3 9 21 20 7 8 8 3 18
split_gain=0.0081531 0.0229284 0.0324286 0.00892443 0.00587065 0.0107712 0.0342385 0.00923933 0.00534526 0.00467684 0.0223332 0.0234474 0.00524645 0.00450999 0.0167835 0.00861166 0.0214244 0.00656414 0.00699638 0.0044634 0.00535818 0.00421996 0.00408766 0.00231252
threshold=0.084735000000000019 0.0031350000000000006 0.082605000000000026 0.072660000000000016 0.084485000000000018 -0.085764999999999994 -0.085574999999999998 -0.087724999999999984 -0.054974999999999996 0.085965000000000028 -0.084184999999999996 0.085155000000000022 0.11129500000000002 -0.084954999999999989 -0.086894999999999986 0.086965000000000028 0.085945000000000021 -0.0092899999999999996 -0.084949999999999984 1.0000000180025095e-35 -0.080835000000000004 0.0012600000000000003 0.087745000000000031 -0.0058299999999999992
decision_type=2 2 2 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 7 -7 -1 -6 10 23 -12 13 14 17 16 -15 18 -11 22 -21 -19 -17 -2
right_child=9 2 -4 -5 8 6 -8 -9 -10 12 11 -13 -14 15 -16 19 -18 21 -20 20 -22 -23 -24 -25
leaf_value=0.00078615915633702604 0.00082431326861893907 -3.0775529306062158e-05 0.0033879648285393589 -0.0011285094416350705 -0.00089239596817949777 0.0028743821830790081 -0.00042540610972359374 -0.0008970676525836993 0.00032816506317218807 -0.00014787880364139439 -0.0002693937795246364 -0.0032307298773124747 -0.0008880788369626815 0.0025268544766400636 -0.0019926440171872521 -0.00061410116567661265 -0.00014962732431499272 -5.5472700427525157e-05 0.0015464266337676951 -3.9965336499882376e-05 0.0014623779245209266 -0.00069269738285311351 2.7169990017539388e-05 -2.0762040358141541e-05
leaf_weight=59 67 55 54 56 73 60 64 71 68 48 64 46 67 48 49 104 76 428 47 46 46 137 1835 58
leaf_count=59 67 55 54 56 73 60 64 71 68 48 64 46 67 48 49 104 76 428 47 46 46 137 1835 58
internal_value=0 0.000359862 0.0016554 4.49337e-05 0.000213368 0.000500433 0.00116466 -0.000126845 -0.000297951 -5.20478e-05 -0.000479356 -0.00151521 -1.7508e-05 2.5722e-06 -0.000214859 7.44874e-05 0.000879829 -8.16312e-05 0.00068174 2.49152e-05 0.000702309 -0.000211435 -6.80299e-06 0.000425649
internal_weight=0 560 109 451 395 254 124 130 141 3166 235 110 2931 2864 709 2155 124 660 95 2031 92 565 1939 125
internal_count=3726 560 109 451 395 254 124 130 141 3166 235 110 2931 2864 709 2155 124 660 95 2031 92 565 1939 125
is_linear=0
shrinkage=0.0995203


Tree=5397
num_leaves=22
num_cat=0
split_feature=3 17 17 19 9 8 1 2 5 3 6 1 20 17 27 1 3 3 3 3 3
split_gain=0.00660539 0.0185766 0.0278304 0.00723466 0.00475164 0.00872223 0.02778 0.0121133 0.00818777 0.00389941 0.0137037 0.0106631 0.0086867 0.00758468 0.00428893 0.00372732 0.00638477 0.00387037 0.00349456 0.00323069 0.00443794
threshold=0.084735000000000019 0.0031350000000000006 0.11180000000000002 0.072660000000000016 0.084485000000000018 -0.085764999999999994 -0.085574999999999998 -0.085944999999999994 -0.090164999999999995 0.08622500000000001 0.08846500000000003 -0.082195000000000004 -0.0094199999999999996 -0.067414999999999989 0.11129500000000002 0.41696500000000009 0.14823500000000003 0.086535000000000015 0.12732500000000005 0.086850000000000024 0.087445000000000023
decision_type=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 7 -7 -1 -6 10 11 13 -13 -2 15 17 18 -11 -17 -19 -21
right_child=9 2 -4 -5 8 6 -8 -9 -10 14 -12 12 -14 -15 -16 16 -18 19 -20 20 -22
leaf_value=-0.001417027365124 -0.00015434433810587454 0.0032829704666444927 6.5554405185551794e-05 -0.0010161999679734108 0.0004564148378073892 0.002588323085308764 -0.00038306954552991192 0.00059044553616964242 -0.0010571402708473396 0.00075424879492062152 -0.0018435343987632453 0.00013064248961872289 -0.0014995881850057438 0.0016193545064572548 -0.00079969696543342236 0.00039950179192738356 -0.00046847178931863908 -0.00082578404375290037 0.0015454901028639655 0.00058131585279031222 -5.3696062343096982e-05
leaf_weight=46 46 48 61 56 73 60 64 84 68 62 53 66 62 48 67 66 49 51 47 114 2435
leaf_count=46 46 48 61 56 73 60 64 84 68 62 53 66 62 48 67 66 49 51 47 114 2435
internal_value=0 0.000323757 0.00148991 4.01006e-05 0.000191927 0.000450309 0.0010481 -0.000113594 -0.000267721 -4.69966e-05 -0.000405201 -5.81273e-05 -0.000652605 0.000742666 -1.26401e-05 5.74315e-06 0.000469445 -2.21686e-05 0.000883397 -4.0998e-05 -2.4975e-05
internal_weight=0 560 109 451 395 254 124 130 141 3166 275 222 128 94 2891 2824 162 2662 113 2600 2549
internal_count=3726 560 109 451 395 254 124 130 141 3166 275 222 128 94 2891 2824 162 2662 113 2600 2549
is_linear=0
shrinkage=0.0995203


Tree=5398
num_leaves=24
num_cat=0
split_feature=3 17 26 19 9 6 1 2 1 7 3 6 6 18 6 18 18 3 9 4 3 3 4
split_gain=0.0053562 0.015084 0.0258552 0.00586467 0.00384514 0.00632322 0.00390625 0.0138614 0.00564854 0.00317082 0.00418919 0.0172191 0.0113259 0.0134168 0.00455849 0.00371305 0.0123747 0.00803808 0.0168503 0.00434847 0.00392156 0.00271944 0.00148298
threshold=0.084735000000000019 0.0031350000000000006 0.082605000000000026 0.072660000000000016 0.084485000000000018 0.085120000000000015 -0.085184999999999997 -0.085944999999999994 -0.011155 1.0000000180025095e-35 0.085965000000000028 0.088155000000000025 0.085845000000000019 -0.08727 -0.46637499999999998 -0.084954999999999989 -0.086894999999999986 0.086965000000000028 0.085945000000000021 0.10373000000000003 0.087385000000000032 0.11492500000000001 0.10398500000000002
decision_type=2 2 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 22 7 -1 -8 10 11 12 13 -2 -12 16 19 18 -17 -16 -19 -11 -6
right_child=9 2 -4 -5 5 -7 8 -9 -10 21 14 -13 -14 -15 15 17 -18 20 -20 -21 -22 -23 -24
leaf_value=-5.2731144553248265e-05 0.0006531972738547813 -0.00016231591624798558 0.0028901004773940744 -0.00091506755401747988 0.00063616709971467552 -0.001171015426074014 -0.00060673699318446325 0.0021728458582648013 0.00065779177925665033 6.1979649207399199e-07 -0.00086081366427679632 -0.0021062713395712026 0.0011252829903518793 -0.0014866854341422707 -1.857791440144175e-05 0.002342379856002563 -0.001735648481274782 -0.00088050481604339459 -8.5781488333301745e-05 -0.001014605062731367 3.0315523357981434e-05 0.00089118187993219319 -0.00014819891015279872
leaf_weight=68 50 55 54 56 46 48 67 46 73 75 64 50 58 68 596 46 49 48 72 47 1878 65 47
leaf_count=68 50 55 54 56 46 48 67 46 73 75 64 50 58 68 596 46 49 48 72 47 1878 65 47
internal_value=0 0.000291537 0.00134238 3.57485e-05 0.00017262 -0.000240499 0.000405174 0.000838128 4.67771e-05 -4.23195e-05 -6.39769e-05 -0.000476386 -8.69924e-06 -0.000573018 -3.03972e-05 -1.0673e-05 -0.000210178 5.64692e-05 0.000853853 -9.26556e-05 7.19089e-06 0.000419943 0.000230965
internal_weight=0 560 109 451 395 141 254 114 140 3166 3026 226 176 118 2800 2736 692 2044 118 643 1926 140 93
internal_count=3726 560 109 451 395 141 254 114 140 3166 3026 226 176 118 2800 2736 692 2044 118 643 1926 140 93
is_linear=0
shrinkage=0.0995203


Tree=5399
num_leaves=21
num_cat=0
split_feature=3 18 6 18 18 6 35 27 5 5 21 9 8 17 3 18 5 9 7 8
split_gain=0.00433139 0.0133025 0.00895301 0.0119797 0.00827507 0.00743988 0.00453399 0.00305583 0.00363707 0.0154638 0.0055633 0.00806999 0.0068989 0.0135521 0.00992644 0.00548298 0.00414816 0.00461019 0.0219597 0.00999083
threshold=0.084735000000000019 -0.094939999999999997 0.087765000000000024 -0.018629999999999997 -0.010145 0.085465000000000027 -0.076159999999999992 0.11510000000000002 -0.02504 -0.018754999999999997 -0.026109999999999998 0.084485000000000018 -0.078054999999999999 0.11012500000000003 0.087570000000000023 -0.074709999999999985 -0.037239999999999995 0.11296000000000002 0.069395000000000026 -0.050299999999999997
decision_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 6 -6 8 15 -10 11 -11 13 -12 -14 -2 17 18 -17 -19
right_child=7 2 -4 4 5 -7 -8 -9 9 10 12 -13 14 -15 -16 16 -18 19 -20 -21
leaf_value=0.0014594273085425007 0.00094060863978982887 -0.0014391480912890305 0.0012020918660954096 0.0013154331117271069 -0.00054765509343083021 -0.0012156192668054118 0.00037835074736824851 -0.00081849023327039807 -0.001435741636612757 0.0013009845506926051 -0.00022356230024393167 -0.0001130473239534979 0.0013193071303506867 -0.0018910068424611306 -2.3820305853752961e-05 5.1048289742799987e-05 -0.0007723954755799895 0.00054129604627612012 0.0022677015997250296 -0.0013992046426006596
leaf_weight=79 71 57 60 49 71 48 196 49 85 70 570 91 59 53 702 1205 59 46 46 60
leaf_count=79 71 57 60 49 71 48 196 49 85 70 570 91 59 53 702 1205 59 46 46 60
internal_value=0 0.000262087 6.37321e-05 -9.656e-05 0.000111432 -7.32589e-05 0.000129043 -3.81336e-05 -2.56036e-05 -0.000128485 -5.60347e-05 0.000496665 -0.000120921 -0.00036673 7.92361e-05 8.6621e-05 4.32228e-05 7.92878e-05 0.00013321 -0.000549378
internal_weight=0 560 481 421 364 315 267 3166 3117 1630 1545 161 1384 623 761 1487 1416 1357 1251 106
internal_count=3726 560 481 421 364 315 267 3166 3117 1630 1545 161 1384 623 761 1487 1416 1357 1251 106
is_linear=0
shrinkage=0.0995203


Tree=5400
num_leaves=13
num_cat=0
split_feature=24 26 27 21 10 20 21 18 5 3 17 18
split_gain=0.022384 0.00853237 0.0126635 0.00938422 0.00457001 0.00319376 0.00563771 0.00589225 0.0042488 0.00755103 0.00438334 0.00293158
threshold=-0.071649999999999991 -0.126245 0.085370000000000015 0.10068500000000002 0.090150000000000022 0.25779000000000007 0.13042000000000004 0.14330000000000004 0.27139000000000008 0.10457000000000002 -0.013885 -0.008179999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 5 6 8 -8 10 -10 -3 -2
right_child=1 4 -4 -5 -6 -7 7 -9 9 -11 -12 -13
leaf_value=-0.0021419606772609861 0.00015409990140067143 -0.00015171259623549628 0.0019550075811276858 0.0011109569450339488 -0.00094200255741455706 0.00082251548067345406 -0.0011135585014228225 0.00026665896889877856 0.0010832871019128246 3.0183410491486518e-05 9.6898259656731818e-05 -0.00080660394983326133
leaf_weight=47 65 1199 54 75 50 48 87 46 102 204 1695 59
leaf_count=47 65 1199 54 75 50 48 87 46 102 204 1695 59
internal_value=0 4.35761e-05 0.000601335 0.000229893 2.20863e-06 1.64143e-05 4.55962e-06 -0.000630035 3.11908e-05 0.000383893 -5.81971e-06 -0.000296408
internal_weight=0 3684 253 199 3431 3381 3333 133 3200 306 2894 124
internal_count=3731 3684 253 199 3431 3381 3333 133 3200 306 2894 124
is_linear=0
shrinkage=0.0995203


Tree=5401
num_leaves=14
num_cat=0
split_feature=26 30 26 0 30 2 2 8 20 20 6 26 5
split_gain=0.0177879 0.00667152 0.00457799 0.0160779 0.00343896 0.00399429 0.0246843 0.00975104 0.00414901 0.00882439 0.00421596 0.00341578 0.0017263
threshold=0.51432000000000022 0.12076500000000003 -0.126245 -0.071029999999999996 0.10484500000000002 -0.082644999999999982 -0.082234999999999989 0.0017700000000000003 -0.085594999999999991 -0.10068000000000001 -0.01146 -0.15866 -0.053109999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 8 -7 -8 9 -4 -10 12 -1
right_child=-2 -3 4 -5 -6 6 7 -9 10 -11 -12 -13 -14
leaf_value=0.0006346779084990498 -0.0019302714404593664 0.001204743919134751 -0.00020806346109087149 0.0016622666854361548 -0.00081693574026282312 0.001692230240015372 5.6645463321355021e-05 -0.0011727785122625086 -0.00057458478814391759 0.0013278017590568701 -9.9801114656371097e-05 -0.00080458674818938104 -0.00015396010366795952
leaf_weight=49 46 48 104 74 51 91 1986 66 243 57 807 49 60
leaf_count=49 46 48 104 74 51 91 1986 66 243 57 807 49 60
internal_value=0 3.87901e-05 2.31771e-05 0.000450974 -5.73051e-06 6.36039e-06 8.82349e-05 1.67036e-05 -0.00013785 0.000330606 -0.000210459 -0.000111159 0.000193055
internal_weight=0 3685 3637 232 3405 3354 2143 2052 1211 161 1050 158 109
internal_count=3731 3685 3637 232 3405 3354 2143 2052 1211 161 1050 158 109
is_linear=0
shrinkage=0.0995203


Tree=5402
num_leaves=15
num_cat=0
split_feature=29 26 0 3 19 0 5 0 0 5 0 0 3 3
split_gain=0.0190912 0.00567381 0.0186311 0.00671824 0.00494677 0.00434876 0.00389865 0.00331912 0.0124093 0.0587341 0.0100804 0.00772898 0.00298505 0.00218461
threshold=0.12737000000000004 -0.126245 -0.060094999999999996 0.098000000000000018 0.13950000000000004 -0.089449999999999988 -0.53715999999999997 -0.085754999999999984 -0.083390000000000006 -0.019465 -0.082794999999999994 -0.086304999999999993 0.10850000000000003 0.10525500000000003
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 11 9 -9 -10 12 -8 -3
right_child=-2 4 -4 -5 -6 -7 7 8 10 -11 -12 -13 -14 -15
leaf_value=-0.0011141516316626652 -0.0019799479636541332 0.0010178385157467958 0.0022381054248789877 0.00073248408445606458 -0.00097666766904331301 0.00014402659828909687 8.8801954427671623e-06 0.0026342941271949496 -0.0013705545777265486 -0.00035638635114198944 2.3811789168374369e-05 -0.0011474748654931801 -0.00038613000183557026 0.00010356321709463178
leaf_weight=52 47 59 49 83 50 55 1014 100 53 185 1633 69 232 50
leaf_count=52 47 59 49 83 50 55 1014 100 53 185 1633 69 232 50
internal_value=0 3.84513e-05 0.000507396 5.6746e-05 5.68023e-06 -0.000459774 2.03889e-05 7.15918e-07 8.26609e-05 0.000690103 -1.95351e-05 -0.000121486 -6.40121e-05 0.000605957
internal_weight=0 3684 239 190 3445 107 3395 3286 1971 285 1686 1315 1246 109
internal_count=3731 3684 239 190 3445 107 3395 3286 1971 285 1686 1315 1246 109
is_linear=0
shrinkage=0.0995203


Tree=5403
num_leaves=9
num_cat=0
split_feature=24 30 19 19 29 9 0 20
split_gain=0.0173356 0.00540501 0.00527373 0.00444354 0.00448506 0.0045737 0.007493 0.00538093
threshold=-0.071649999999999991 0.12076500000000003 -0.10411999999999999 0.13881500000000005 0.097705000000000028 -0.094329999999999997 -0.113275 0.15091500000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 -7
right_child=1 -3 3 -5 -6 7 -8 -9
leaf_value=-0.0018873803334262214 0.00090347189394849052 0.0010854909233322095 -0.00023776522032900477 -0.00082271230224223283 -0.00081109488702716238 -7.4601094362751882e-06 0.0011952960504868252 0.00085071191819407208
leaf_weight=47 66 48 62 63 63 3224 84 74
leaf_count=47 66 48 62 63 63 3224 84 74
internal_value=0 3.59797e-05 2.18996e-05 5.37227e-06 2.04815e-05 3.59309e-05 0.000581129 1.15472e-05
internal_weight=0 3684 3636 3570 3507 3444 146 3298
internal_count=3731 3684 3636 3570 3507 3444 146 3298
is_linear=0
shrinkage=0.0995203


Tree=5404
num_leaves=20
num_cat=0
split_feature=21 21 3 3 20 0 21 3 6 6 0 0 26 3 30 11 3 21 9
split_gain=0.00704651 0.0110523 0.00669937 0.0119041 0.0132676 0.00781131 0.00629397 0.0059738 0.00482686 0.0484801 0.00662844 0.00873252 0.0077543 0.00502099 0.0048493 0.00432596 0.00892286 0.00431779 0.00297972
threshold=-0.021529999999999997 -0.042694999999999997 0.11523000000000001 0.09049500000000002 -0.048779999999999997 -0.085794999999999996 -0.0086749999999999987 0.086895000000000014 0.088565000000000019 0.089090000000000016 -0.06340999999999998 -0.071029999999999996 0.09167500000000002 0.14314000000000004 0.10801000000000002 -0.11166 0.14823500000000003 0.10068500000000002 0.09697500000000002
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 7 -2 -1 14 -10 11 12 -11 -12 15 -8 17 -17 -13
right_child=6 -3 -4 4 -6 -7 8 -9 9 10 13 18 -14 -15 -16 16 -18 -19 -20
leaf_value=-7.7671364361329081e-06 0.00094286994175780785 -0.0018403246441399583 0.00067232019355566099 -0.00027908030962457014 -0.0022075048804046254 -0.00073668145379641179 0.00067871935383245871 0.001578690783567794 0.0031285562421779385 -0.00027510721519929092 0.0013921926967613361 -0.00036906775700235137 0.00039369128001238339 0 0.00071784948163988315 -0.00016575882980449322 -0.001403713714388984 0.0001605761866506295 -0.0014891760182813921
leaf_weight=46 74 47 68 91 59 53 70 46 53 345 58 49 341 46 76 1581 52 536 50
leaf_count=46 74 47 68 91 59 53 70 46 53 345 58 49 341 46 76 1581 52 536 50
internal_value=0 -0.000402038 -0.000213558 -0.000420536 -0.00104305 0.000217801 3.51302e-05 0.000776564 1.42548e-05 0.000204386 2.91327e-05 -6.88218e-05 5.61489e-05 0.000776372 -6.2758e-05 -8.96204e-05 -0.000114794 -8.27479e-05 -0.000943048
internal_weight=0 410 363 295 150 145 3331 92 3257 942 889 785 686 104 2315 2239 2169 2117 99
internal_count=3741 410 363 295 150 145 3331 92 3257 942 889 785 686 104 2315 2239 2169 2117 99
is_linear=0
shrinkage=0.0995203


Tree=5405
num_leaves=42
num_cat=0
split_feature=21 21 2 3 3 3 9 9 2 1 0 9 1 9 1 3 1 1 2 9 2 29 3 1 0 0 0 3 3 3 20 2 20 20 3 1 18 2 0 18 1
split_gain=0.0057262 0.00895312 0.00565982 0.00768916 0.0128731 0.0245899 0.0118205 0.0266761 0.0109641 0.0102899 0.00919117 0.0188242 0.010366 0.0158223 0.00739558 0.00716302 0.00706233 0.0253741 0.0125935 0.00596404 0.0192067 0.0188551 0.00696675 0.0058927 0.00588944 0.00995271 0.00553195 0.0063269 0.00544158 0.00964913 0.0107427 0.00704241 0.00479924 0.0121875 0.0129409 0.00580939 0.00514347 0.00472893 0.0041831 0.00255548 0.00142084
threshold=-0.021529999999999997 -0.042694999999999997 -0.082234999999999989 0.08844500000000001 0.085295000000000024 0.085730000000000015 0.089105000000000018 0.091200000000000017 -0.084385000000000002 -0.0090649999999999984 -0.087184999999999999 0.08401500000000002 -0.082635 0.083925000000000013 -0.013105 0.11225500000000002 -0.043804999999999997 -0.083284999999999984 -0.096314999999999998 0.11296000000000002 -0.050194999999999997 0.10780000000000002 0.11578500000000001 -0.03694999999999999 -0.072274999999999992 -0.069569999999999993 -0.0033699999999999997 0.10038500000000002 0.11523000000000001 0.09049500000000002 -0.048779999999999997 -0.084674999999999986 -0.009049999999999999 -0.053499999999999999 0.094285000000000022 -0.087734999999999994 -0.082304999999999989 0.10003000000000002 -0.083885000000000001 -1.0000000180025095e-35 -0.013384999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 3 4 10 -6 8 -8 14 38 11 -2 13 -12 39 24 17 -9 -18 21 -21 22 -17 -24 32 -26 27 -27 29 31 -31 40 33 34 -4 -34 -37 -28 -7 -5 -1
right_child=2 -3 15 6 5 9 7 16 -10 -11 12 -13 -14 -15 -16 19 18 -19 -20 20 -22 -23 23 -25 25 26 37 -29 -30 30 -32 -33 35 -35 -36 36 -38 -39 -40 -41 -42
leaf_value=-0.00071699063217848158 -0.00024039629610076292 -0.0016571752525134347 -0.00058766564754100109 0.00076237565420043409 0.0028474525245186918 -0.00039265564462846774 0.0020277442096829708 -0.00045801433753181166 -0.0019182951607216385 0.0016653123502999587 0.0015662939340995907 0.0021319826464183838 -0.0016555255210710003 -0.00058551878792619308 -0.0012229352395315631 0.0010238120685589188 6.6258562330370218e-05 0.0021561698107240672 -0.0019118786514110298 0.00057505241617007458 -0.0019449757765607506 0.0023094148758662295 0.00077030126430127611 -0.00024980727479345568 -0.0018483773741474405 0.00087666304098687933 -0.0011722878589061267 -0.00063236683006137151 0.00060541070797695377 -0.00025130623107998373 -0.0019878137733629346 0.0011123084087645014 -0.00089873133675101981 -0.0017429478416518195 0.00057478764999171551 -0.00060176320124428757 0.00025549138745661779 6.8301035449885783e-06 0.00052109380626397044 -0.00025643612673646976 5.0096917479990672e-05
leaf_weight=46 87 47 251 50 53 81 69 131 53 58 46 53 49 128 50 78 83 51 51 79 48 46 72 253 51 62 89 49 68 91 59 53 56 54 152 78 596 52 126 46 46
leaf_count=46 87 47 251 50 53 81 69 131 53 58 46 53 49 128 50 78 83 51 51 79 48 46 72 253 51 62 89 49 68 91 59 53 56 54 152 78 596 52 126 46 46
internal_value=0 -0.000362425 3.16584e-05 0.000197612 0.000424991 0.000887342 -6.61317e-05 0.000254215 -0.000690012 0.00049223 1.77019e-05 0.000651872 -0.000376761 -1.19437e-05 -0.000238521 -6.95579e-05 -0.000130452 0.000270034 -0.000680506 0.000227847 -0.000370954 0.000399042 0.000178952 -2.12951e-05 -0.000185077 -0.000577157 -0.000316638 0.00020314 -0.000192529 -0.000379236 -0.00093979 0.000195002 -8.43032e-05 -0.00033754 -0.00014719 7.31083e-05 0.000155069 -0.00073163 0.000159585 0.000265668 -0.000324549
internal_weight=0 410 3331 1265 681 318 584 385 199 265 363 140 223 174 146 2066 316 182 134 576 127 449 403 325 1490 303 252 111 363 295 150 145 1187 457 403 730 674 141 207 96 92
internal_count=3741 410 3331 1265 681 318 584 385 199 265 363 140 223 174 146 2066 316 182 134 576 127 449 403 325 1490 303 252 111 363 295 150 145 1187 457 403 730 674 141 207 96 92
is_linear=0
shrinkage=0.0995203


Tree=5406
num_leaves=22
num_cat=0
split_feature=10 17 6 3 3 3 6 8 9 9 17 2 1 3 1 5 17 2 8 6 8
split_gain=0.0056365 0.00508633 0.00764259 0.00519394 0.00427032 0.0113956 0.0436437 0.00835911 0.0137409 0.00904392 0.00708669 0.012176 0.00518378 0.00459268 0.00671103 0.0155031 0.00592376 0.00643585 0.00517123 0.0032175 0.00222498
threshold=0.089800000000000033 -0.55026999999999993 -0.0092549999999999993 0.10457000000000002 0.08400500000000001 0.086015000000000022 0.088565000000000019 -0.08569499999999998 0.083760000000000015 0.083715000000000026 -0.0038549999999999999 -0.081734999999999988 -0.085349999999999995 0.11404500000000002 0.05340000000000001 -0.056974999999999998 -0.45791500000000002 -0.07360499999999999 0.0073150000000000012 -1.0000000180025095e-35 -0.0041249999999999993
decision_type=2 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 10 9 19 12 11 -6 -3 14 18 -16 -15 -18 -7 -9 -2
right_child=20 4 3 -5 5 13 -8 8 -10 -11 -12 -13 -14 16 15 -17 17 -19 -20 -21 -22
leaf_value=-0.0016537492551379901 0.00024694570778933006 -0.0011151519732805167 0.00065435037734628383 -0.00083908794160729493 0.00018439840066899075 -8.7940300728706641e-05 0.0030822544163668299 0.00036644362967050973 -0.0019299771879364069 0.0011777900113300382 0.00087285462149527208 -0.0015491809084660383 0.00020128225492375303 0.00094080067481779918 -0.00023118211353765879 -0.0021635828010659929 -0.00070049027044707696 0.0002154633110236561 0.00051874931758601423 -0.00062046467418214667 0.0012528386726082927
leaf_weight=47 46 49 46 46 186 1624 57 59 67 59 85 51 73 90 265 49 90 482 152 72 46
leaf_count=47 46 49 46 46 186 1624 57 59 67 59 85 51 73 90 265 49 90 482 152 72 46
internal_value=0 -2.98214e-05 -0.000620318 -8.34707e-05 -6.20384e-06 3.17497e-05 0.000543509 -0.000321906 -0.000769504 0.000163209 9.15605e-05 -0.000185196 -0.00032074 -3.84312e-05 -0.000111035 -0.000535342 0.000189549 6.99135e-05 -3.55555e-05 -0.00016973 0.000758791
internal_weight=0 3649 139 92 3510 3131 379 379 198 181 322 237 122 2752 2090 314 662 572 1776 131 92
internal_count=3741 3649 139 92 3510 3131 379 379 198 181 322 237 122 2752 2090 314 662 572 1776 131 92
is_linear=0
shrinkage=0.0995203


Tree=5407
num_leaves=17
num_cat=0
split_feature=13 3 3 3 18 26 17 17 26 6 9 6 26 9 5 9
split_gain=0.00357184 0.00663315 0.00308083 0.0236535 0.0209513 0.006916 0.00958042 0.0121906 0.0121399 0.00680271 0.0029414 0.00622959 0.00552873 0.0124913 0.00535107 0.0052763
threshold=0.089365000000000014 -0.03893499999999999 0.086015000000000022 0.085355000000000028 -0.015440000000000001 0.089795000000000028 -0.011809999999999999 -0.00067499999999999993 0.08494500000000002 -0.48214499999999999 0.096225000000000019 -0.101065 0.11377500000000003 0.092465000000000033 -0.0078499999999999976 0.09697500000000002
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 8 -8 -3 -4 12 -12 14 -14 -11 -13
right_child=-2 2 9 4 -6 -7 7 -9 -10 10 11 15 13 -15 -16 -17
leaf_value=-0.0010410525751136921 0.00085258000295634591 -5.2506250812391393e-05 0.0011524147846947196 0.0027267928044788026 0.00011431439046678769 -0.0011892326821970028 -0.0012805276989489153 0.00013012130150480807 0.001354058771619973 5.2517878863336489e-05 -0.00068308193184437964 0.0010695736320100421 5.8070673029205487e-06 -0.0018968999884418697 -0.00026969810300422664 0.00012537840064298793
leaf_weight=62 47 169 46 62 61 51 98 157 94 1238 83 67 88 55 865 498
leaf_count=62 47 169 46 62 61 51 98 157 94 1238 83 67 88 55 865 498
internal_value=0 -2.03128e-05 -2.66292e-06 0.000186024 0.00143783 -8.31382e-05 2.41828e-05 -0.0004088 0.000447108 -4.73535e-05 -6.67066e-05 0.000119451 -0.00012078 -0.000720279 -7.96258e-05 0.000238794
internal_weight=0 3694 3632 692 123 569 518 255 263 2940 2894 648 2246 143 2103 565
internal_count=3741 3694 3632 692 123 569 518 255 263 2940 2894 648 2246 143 2103 565
is_linear=0
shrinkage=0.0995203


Tree=5408
num_leaves=15
num_cat=0
split_feature=10 10 17 2 4 17 6 4 7 6 2 0 2 5
split_gain=0.0297898 0.0450309 0.00524007 0.00541412 0.0054 0.00885822 0.00594272 0.00499182 0.00429814 0.00475788 0.00945892 0.0108321 0.00500803 0.00460704
threshold=0.089090000000000016 0.096480000000000024 -0.56005499999999986 0.14153500000000005 0.11995000000000003 -0.0064000000000000003 -0.085609999999999992 0.095805000000000015 -0.009689999999999999 -0.0048649999999999995 0.097745000000000012 -0.19631499999999999 0.097285000000000024 0.27139000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 8 5 -5 -6 -1 -4 10 11 -10 13 -11
right_child=1 -3 3 4 6 -7 -8 -9 9 12 -12 -13 -14 -15
leaf_value=5.8521745050783334e-06 -0.0040185598899820981 0.00026177760558736046 -0.00086022961091430981 0.0019589783577602087 0.00057852887525556554 4.8910488579931176e-05 -0.000724078625956058 0.0014661408256170935 -0.0014184704535984804 -0.00014205921937836532 0.0011344903414684257 8.5577499827968603e-05 -0.00094985560930775518 0.00080872778874732198
leaf_weight=48 46 51 63 49 86 49 58 47 49 1516 82 1451 74 52
leaf_count=48 46 51 63 49 86 49 58 47 49 1516 82 1451 74 52
internal_value=0 -0.00175963 7.41577e-06 -1.19906e-05 0.000441992 0.0010123 4.81826e-05 0.000736928 -4.56634e-05 -2.94921e-05 9.33604e-05 3.58995e-05 -0.000148354 -0.000110006
internal_weight=0 97 3624 3529 242 98 144 95 3287 3224 1582 1500 1642 1568
internal_count=3721 97 3624 3529 242 98 144 95 3287 3224 1582 1500 1642 1568
is_linear=0
shrinkage=0.0995203


Tree=5409
num_leaves=27
num_cat=0
split_feature=22 3 3 18 18 3 9 5 9 3 9 6 5 3 3 2 5 26 3 3 1 20 5 9 9 26
split_gain=0.01883 0.00611173 0.0180371 0.00493574 0.00893504 0.00681707 0.00472393 0.00462185 0.00554392 0.0157578 0.0140952 0.0041639 0.00872204 0.0273076 0.0134687 0.0307841 0.00740747 0.00564998 0.01907 0.00721374 0.006218 0.00695181 0.00662248 0.00334537 0.0126574 0.00414664
threshold=0.13264000000000004 0.089655000000000026 0.089395000000000016 0.091085000000000013 0.088735000000000022 0.085195000000000007 0.088325000000000028 0.41370500000000004 0.09649000000000002 0.11225500000000002 0.099125000000000033 0.096435000000000021 -0.039649999999999998 0.095630000000000021 0.10871500000000002 -0.073884999999999992 -0.068984999999999991 0.089625000000000024 0.090595000000000023 0.091865000000000016 -0.012865 -0.082419999999999993 0.11083500000000003 0.083795000000000022 0.08401500000000002 0.085855000000000029
decision_type=2 2 2 2 2 2 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 23 -5 -7 11 9 -9 -10 17 13 -13 15 -14 -15 20 -19 -20 22 -22 -3 25 -25 -1
right_child=-2 7 -4 5 -6 6 -8 8 10 -11 -12 12 14 16 -16 -17 -18 18 19 -21 21 -23 -24 24 -26 -27
leaf_value=0.00025197572250385144 -0.0020139666458534114 -0.0006674029819343911 -0.0020404157961671004 -0.00054499488931009327 -0.001462065980334726 0.0011915133466533212 0 0.0011182365471452274 -0.00215796640586103 -0.00094998526898874423 4.4507615241089512e-05 -0.0025446136418854968 -0.00030529065502309181 -0.00044140882072144438 -0.00087107618580895658 0.0022684932995399214 0.001137589448160592 0.0022937708795698827 -0.00061435250483072895 0.00046794492662013184 0.00089886262140573357 9.0879001059000728e-05 0.00034412455099096288 -0.0016211011795902275 -0.00011946988017057777 -0.00072535049706833412
leaf_weight=337 47 178 49 57 51 87 53 76 46 70 75 53 118 78 76 75 47 53 72 382 134 510 99 60 789 49
leaf_count=337 47 178 49 57 51 87 53 76 46 70 75 53 118 78 76 75 47 53 72 382 134 510 99 60 789 49
internal_value=0 -8.97107e-06 -0.000160952 -9.83001e-05 -0.000169795 0.00036426 0.000740305 9.93463e-05 -0.000286977 0.000121016 -0.000786032 0.000154795 -0.000109028 -0.000650718 0.000246371 0.000690643 0.000145746 0.000237952 0.000505111 0.0002945 8.99947e-05 0.000260271 -0.000302927 -0.000115768 -0.000226557 0.00012579
internal_weight=0 3674 1532 1483 1286 197 140 2142 267 146 121 1875 447 178 269 193 125 1428 507 454 921 644 277 1235 849 386
internal_count=3721 3674 1532 1483 1286 197 140 2142 267 146 121 1875 447 178 269 193 125 1428 507 454 921 644 277 1235 849 386
is_linear=0
shrinkage=0.0995203


Tree=5410
num_leaves=19
num_cat=0
split_feature=10 6 3 3 17 3 18 17 21 21 21 1 3 18 2 3 2 20
split_gain=0.0228784 0.0401089 0.00770772 0.0127457 0.00702592 0.00526201 0.0178808 0.00582045 0.00461237 0.00873967 0.00698265 0.00581486 0.00941058 0.00727502 0.00400992 0.00627208 0.00447421 0.00117741
threshold=0.089090000000000016 -0.060679999999999998 0.089985000000000023 0.089605000000000018 -0.56005499999999986 0.090595000000000023 -0.0073899999999999999 -0.54752499999999993 0.091135000000000022 0.087235000000000021 0.10107500000000001 1.0000000180025095e-35 0.08345000000000001 0.088250000000000009 0.14153500000000005 0.12015500000000003 0.11995000000000003 -0.017315000000000001
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 8 -4 6 -6 -7 9 11 -10 13 -13 -1 16 -16 -9 -12
right_child=1 -3 4 -5 5 7 -8 14 10 -11 17 12 -14 -15 15 -17 -18 -19
leaf_value=-0.00029350426458205 0.00053264756394481535 -0.0035037863890754659 0.0011706259328451176 -0.0016072624077369249 -0.00053405416624191905 -0.0010156531136662746 0.0021582028307401959 7.1974566364057553e-05 0.0014275428144338573 -0.0011195431147015 0.00028136267678311328 -2.3763059819401961e-05 0.0016327006611864274 0.0003797443760065402 0.0013647155944367874 0.00015401031311892917 -0.00082462878683862333 -0.00040695830266754827
leaf_weight=903 47 50 63 58 48 48 49 1601 47 88 51 113 48 192 60 151 57 47
leaf_count=903 47 50 63 58 48 48 49 1601 47 88 51 113 48 192 60 151 57 47
internal_value=0 -0.00153955 9.00067e-06 -0.000158929 0.000134473 0.000101654 0.000817513 6.5005e-05 -0.000101963 -0.00015994 0.000429772 -9.20544e-05 0.000465005 -0.000174708 9.31967e-05 0.000502167 4.06567e-05 -4.03972e-05
internal_weight=0 97 3624 1547 2077 2014 97 1917 1489 1344 145 1256 161 1095 1869 211 1658 98
internal_count=3721 97 3624 1547 2077 2014 97 1917 1489 1344 145 1256 161 1095 1869 211 1658 98
is_linear=0
shrinkage=0.0995203


Tree=5411
num_leaves=15
num_cat=0
split_feature=10 10 3 3 3 9 1 1 22 21 21 3 9 9
split_gain=0.0185294 0.0347784 0.00649046 0.0150668 0.00410533 0.00403468 0.00430326 0.0101123 0.00400109 0.00375616 0.0134623 0.00371666 0.0105529 0.00371144
threshold=0.089090000000000016 0.096480000000000024 0.089655000000000026 0.089395000000000016 0.089095000000000021 -0.22988499999999998 -0.50763499999999995 -0.49367499999999997 0.086140000000000008 0.090000000000000011 0.086410000000000028 0.092115000000000016 0.089605000000000018 0.13087500000000005
decision_type=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 -1 12 -9 -13
right_child=1 -3 5 -5 -6 6 7 11 -10 -11 -12 13 -14 -15
leaf_value=-0.00011743441581821539 -0.0033715722191618828 0.00038982155731216619 0.0009405027651428439 -0.0019047545517540659 0.00079108423463630177 -0.000657234226681607 0.0015679864222771691 -0.00013267892946717459 0.00060056901157952913 0.00046126887468904036 -0.0013893296649020879 -7.3298404345157105e-06 0.00098281267738347029 0.00070030960549093786
leaf_weight=1155 46 51 58 47 50 72 47 177 71 88 89 1535 158 77
leaf_count=1155 46 51 58 47 50 72 47 177 71 88 89 1535 158 77
internal_value=0 -0.00138549 8.10492e-06 -0.000150137 -9.28173e-05 0.000120243 9.68193e-05 0.000124458 -0.000124901 -0.000164186 -0.000209088 8.91907e-05 0.00039099 2.5964e-05
internal_weight=0 97 3624 1500 1453 2124 2066 1994 1403 1332 1244 1947 335 1612
internal_count=3721 97 3624 1500 1453 2124 2066 1994 1403 1332 1244 1947 335 1612
is_linear=0
shrinkage=0.0995203


Tree=5412
num_leaves=22
num_cat=0
split_feature=20 6 26 5 18 18 18 17 18 18 18 3 2 6 18 17 2 26 18 2 26
split_gain=0.00690099 0.00469946 0.00715429 0.00587319 0.00705781 0.00584509 0.0100675 0.00696615 0.00556123 0.00643957 0.00580495 0.0144915 0.00632724 0.00473733 0.00438002 0.00670223 0.00442653 0.00434176 0.00397372 0.00369326 0.000498516
threshold=0.2959750000000001 0.087670000000000012 -0.23202999999999999 0.26411500000000004 -0.097059999999999994 -0.087529999999999983 -0.070104999999999987 0.51292000000000015 0.092545000000000016 0.086510000000000017 0.022040000000000008 0.086605000000000029 -0.10018999999999999 -0.090715000000000004 0.10085500000000001 -0.053765 0.08666500000000002 -0.43370499999999995 0.089365000000000014 -0.075209999999999985 0.088165000000000021
decision_type=2 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 4 -3 20 19 -8 9 10 12 -12 -4 -11 -10 -16 -17 -1 -15 -7 -6
right_child=-2 3 8 -5 5 6 7 -9 14 13 11 -13 -14 18 15 16 -18 -19 -20 -21 -22
leaf_value=-2.4781906710973378e-05 0.0012670964494619448 0.0010680379567272827 0.00068958909826411223 -0.0012229399342660314 -0.0011419835491393437 0.0014930666517219237 -9.4381180508174031e-05 -0.0012993692440253081 -0.00084205867627812358 8.8845879295732817e-05 0.00040957782164146 -0.0017768922486206525 0.0001431144986201612 0.0019368668071934457 0.0008553627915208297 -4.9061402106581127e-06 -0.0010613569176308958 -0.0014035094657503914 0.00060151367765160803 0.00026598657489108641 -0.00061517145129032929
leaf_weight=46 47 51 242 46 46 50 740 51 83 53 72 51 1648 47 66 143 55 47 46 51 46
leaf_count=46 47 51 242 46 46 50 740 51 83 53 72 51 1648 47 66 143 55 47 46 51 46
internal_value=0 5.2514e-05 0.0001252 -0.000121484 -7.17396e-05 -0.000131645 -5.2772e-05 -0.000173108 0.000157277 0.0002169 0.000170104 -0.000490352 0.00021352 0.000856497 -0.000211331 -9.93286e-06 -0.000302499 -0.000730361 0.00128517 0.000881558 -0.000887476
internal_weight=0 3680 2599 1081 1035 984 892 791 2506 2159 2013 123 1890 146 347 264 198 93 93 101 92
internal_count=3727 3680 2599 1081 1035 984 892 791 2506 2159 2013 123 1890 146 347 264 198 93 93 101 92
is_linear=0
shrinkage=0.0995203


Tree=5413
num_leaves=16
num_cat=0
split_feature=20 35 1 2 10 6 1 26 9 9 1 6 20 11 2
split_gain=0.00559522 0.00444707 0.00526026 0.00873585 0.0224234 0.00680285 0.0108718 0.0122668 0.0063482 0.00659294 0.00753711 0.00482046 0.00409408 0.00431982 0.00439907
threshold=0.2959750000000001 0.004000000000000001 -0.067015000000000005 -0.11700999999999999 0.07635500000000002 0.10165000000000003 -0.073844999999999994 0.091765000000000027 0.098465000000000011 0.093705000000000024 -0.079629999999999992 0.094100000000000031 0.12149000000000003 -0.11166 0.14685000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 8 7 -7 9 11 -11 -1 13 -5 -15
right_child=-2 -3 3 12 -6 6 -8 -9 -10 10 -12 -13 -14 14 -16
leaf_value=-2.0654670440084481e-05 0.0011409947778346472 -0.00091353895520480326 0.0025174354509288829 0.0010361107055915594 -0.00022115147778406592 -0.00086682975698792477 -0.0016438376381026766 0.0010954086925816155 0.00090382901706367283 -0.0013667078785523845 2.4574887714499276e-05 0.00082634104964863348 -0.00065016123826551247 0.00015671508877638339 -0.00043811314731142186
leaf_weight=1043 47 47 53 52 66 80 68 52 73 76 76 71 67 1724 132
leaf_count=1043 47 47 53 52 66 80 68 52 73 76 76 71 67 1724 132
internal_value=0 4.72435e-05 5.98984e-05 0.00016269 0.000991677 -7.943e-05 -0.000620831 -8.76249e-05 8.2511e-07 -5.05972e-05 -0.000665681 3.25932e-05 0.000112326 0.00013953 0.000113969
internal_weight=0 3680 3633 2094 119 1539 200 132 1339 1266 152 1114 1975 1908 1856
internal_count=3727 3680 3633 2094 119 1539 200 132 1339 1266 152 1114 1975 1908 1856
is_linear=0
shrinkage=0.0995203


Tree=5414
num_leaves=21
num_cat=0
split_feature=22 18 8 1 6 0 9 2 17 18 3 1 1 3 3 3 2 2 2 4
split_gain=0.00467112 0.00372587 0.00547053 0.0120966 0.0105764 0.0103071 0.00895367 0.00852032 0.0176309 0.00455149 0.00479225 0.00847875 0.0262672 0.00709071 0.008865 0.00587313 0.00519785 0.00863616 0.0070866 0.00509151
threshold=0.12975500000000004 0.10361000000000002 -0.068549999999999986 -0.049499999999999995 -0.074569999999999984 -0.054850000000000003 0.087825000000000028 -0.075899999999999995 0.053575000000000012 0.098840000000000025 0.094045000000000031 0.05309500000000001 0.11120500000000003 0.092735000000000026 0.091615000000000016 0.095135000000000011 -0.070354999999999987 -0.06454 -0.072895000000000001 0.13630500000000004
decision_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 6 5 -5 -4 -3 8 -8 10 11 13 -13 14 -1 -12 18 -18 -17 -14
right_child=-2 2 3 4 -6 -7 7 -9 -10 -11 15 12 19 -15 -16 16 17 -19 -20 -21
leaf_value=9.9743109974734232e-05 0.00087918558473397044 -0.00073160033039095949 -0.0024676158783189231 -0.00077556929271403784 0.0012519735595848647 -0.00048059525790443587 -9.3342439024546889e-05 -0.00055279193626983571 0.0022968396986519498 0.00091722429742967769 -0.00098742093743293502 0.0028644288177525055 -0.00024072067490705354 0.0010228153440930469 -0.00095643145021466534 7.6126170658240248e-05 -0.0013893969878217118 -0.00011293942290261807 0.001355648705115956 0.0010044792881131442
leaf_weight=1499 67 89 46 54 48 62 69 53 54 63 68 46 104 77 83 513 58 580 47 47
leaf_count=1499 67 89 46 54 48 62 69 53 54 63 68 46 104 77 83 513 58 580 47 47
internal_value=0 3.98293e-05 -0.000219728 -0.000599581 0.000170543 -0.0013345 7.8198e-05 0.00049235 0.000949351 7.87959e-05 6.16147e-05 0.000163602 0.000781418 8.97456e-05 4.38132e-05 -8.72562e-05 -3.54783e-05 -0.000230264 0.000184977 0.000141437
internal_weight=0 3660 475 210 102 108 265 176 123 3185 3122 1856 197 1659 1582 1266 1198 638 560 151
internal_count=3727 3660 475 210 102 108 265 176 123 3185 3122 1856 197 1659 1582 1266 1198 638 560 151
is_linear=0
shrinkage=0.0995203


Tree=5415
num_leaves=20
num_cat=0
split_feature=0 17 17 18 18 5 5 8 5 8 0 1 1 2 5 5 1 8 1
split_gain=0.00460594 0.00385542 0.00964895 0.00724653 0.0114986 0.00963175 0.0122637 0.00883702 0.0075158 0.00735572 0.00588325 0.00537937 0.01143 0.0124203 0.0102918 0.027894 0.0154102 0.00908197 0.00714878
threshold=-0.23998999999999998 -0.0073949999999999997 -0.0088649999999999996 -0.086064999999999989 -0.082019999999999996 -0.026719999999999997 -0.018754999999999997 -0.07743499999999999 -0.040404999999999996 0.11446000000000002 -0.082404999999999992 -0.083284999999999984 -0.080689999999999998 -0.10598499999999998 -0.011964999999999998 -0.0091849999999999987 -0.087734999999999994 -0.085165000000000005 -0.077774999999999997
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 10 -5 8 -7 -8 9 -6 -3 14 -13 -14 17 -16 -17 -2 -15
right_child=1 3 -4 4 5 6 7 -9 -10 -11 -12 12 13 18 15 16 -18 -19 -20
leaf_value=0.00083281502131053937 -0.00019014007365369498 -0.0015883030098260663 0.0014299130947697668 0.0014930469253819413 -5.348784409989521e-05 -0.0019386815188124605 0.00017370388863856346 -0.00097661985315183495 0.0011626486047300929 0.0011254732927813002 -4.4191276336125217e-05 0.001544239280778466 0.0017175249148267296 -0.001132663905030277 -0.0022738889480203453 -0.00020949180297367425 0.0016166667853765794 0.0015874268770268423 0.00013570527551177067
leaf_weight=73 52 55 55 48 1114 53 166 109 58 55 46 62 48 46 62 537 50 61 977
leaf_count=73 52 55 55 48 1114 53 166 109 58 55 46 62 48 46 62 537 50 61 977
internal_value=0 3.37359e-05 0.000129452 -7.53174e-05 -2.32777e-05 -7.06103e-05 -0.000549899 -0.000279266 5.68454e-05 1.28058e-06 -0.00089315 9.12752e-05 0.000229024 0.000152122 -0.000112466 -0.000266017 -5.2547e-05 0.000762187 7.78718e-05
internal_weight=0 3654 1950 1704 1603 1555 328 275 1227 1169 101 1895 1133 1071 762 649 587 113 1023
internal_count=3727 3654 1950 1704 1603 1555 328 275 1227 1169 101 1895 1133 1071 762 649 587 113 1023
is_linear=0
shrinkage=0.0995203


Tree=5416
num_leaves=15
num_cat=0
split_feature=19 27 27 10 18 18 18 1 1 0 9 0 0 2
split_gain=0.00774661 0.00660103 0.0193681 0.00737945 0.00587328 0.00576643 0.014804 0.00887738 0.00585395 0.0115746 0.00621081 0.00356764 0.00608625 0.00830661
threshold=0.14071500000000006 0.087140000000000009 0.090860000000000024 0.09056500000000002 0.23251500000000005 0.092545000000000016 0.095210000000000031 0.0013500000000000003 -0.095674999999999996 -0.081909999999999997 -0.25326499999999996 -0.059114999999999994 -0.093765000000000001 -0.046564999999999995
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 -8 9 -1 -10 12 13 -4
right_child=-2 2 11 -5 -6 6 7 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.0016340071683757776 0.001267762836391759 0.0022733439570580853 -0.00064661442120903358 0.0009870234756423229 0.00075025021133441269 -0.0018579121665256949 -7.4590046908418533e-06 -0.0010978218862063404 -0.0011253879729752937 -0.00016736586793280914 3.0195449583835466e-05 0.00061176177044749839 -0.00093082959713608818 0.0011819012778930887
leaf_weight=64 46 47 47 64 80 62 385 92 47 330 2294 80 67 51
leaf_count=64 46 47 47 64 80 62 385 92 47 330 2294 80 67 51
internal_value=0 -3.14864e-05 0.00042229 -7.04921e-05 -9.09153e-05 -0.000111719 -0.000409461 -0.000219476 -5.27425e-05 -0.00040768 6.64521e-06 6.38483e-05 -0.000196845 0.000296607
internal_weight=0 3710 292 3418 3354 3274 539 477 2735 394 2341 245 165 98
internal_count=3756 3710 292 3418 3354 3274 539 477 2735 394 2341 245 165 98
is_linear=0
shrinkage=0.0995203


Tree=5417
num_leaves=20
num_cat=0
split_feature=28 19 8 8 2 2 4 3 4 3 2 8 8 3 17 3 1 9 3
split_gain=0.011364 0.00744444 0.0054234 0.018009 0.00522431 0.00669019 0.00649243 0.00779403 0.00697352 0.0120598 0.00460253 0.00720228 0.00566213 0.00416899 0.00411841 0.0154323 0.00415821 0.00363269 0.00290404
threshold=0.083225000000000021 0.14061500000000002 -0.088520000000000001 -0.089304999999999995 -0.015714999999999996 -0.026175 0.10755500000000003 0.12015500000000003 0.084755000000000025 0.10525500000000003 -0.015714999999999996 -0.092545000000000002 -0.090274999999999994 0.12212000000000002 0.51292000000000015 0.096385000000000012 -0.088495000000000004 0.085075000000000026 0.08920500000000002
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 10 5 14 8 -8 18 -10 12 13 17 -12 16 -16 -4 -1 -6
right_child=-2 -3 4 -5 6 -7 7 -9 9 -11 11 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.00033492461386241306 0.0012329335423740826 0.0012192885793916332 -0.00026747371128415842 -0.002033138177977361 0.00013285906671483847 -0.0010694638542457678 0.0015786064065842862 0.00018080548411027956 0.00014591989803492986 -0.0015968107674804556 -0.00063576966095010108 -0.0016073444252645811 0.0010852995300229709 0.00015158332154609287 0.00061071906066050593 -0.0017522091879362009 8.0028713705780565e-05 -0.00026848071524232623 0.0011177709553231501
leaf_weight=145 71 46 427 54 60 62 74 88 150 53 136 46 46 128 52 57 1691 307 63
leaf_count=145 71 46 427 54 60 62 74 88 150 53 136 46 46 128 52 57 1691 307 63
internal_value=0 -3.80721e-05 -5.41911e-05 -0.000272303 1.32175e-05 -4.95011e-05 0.000309082 0.000824361 5.05115e-05 -0.000305046 -0.00015361 -0.000454838 3.22577e-05 -0.000250922 -2.07376e-05 -0.000617431 9.58387e-06 -7.30993e-05 0.000643982
internal_weight=0 3685 3639 862 2777 2289 488 162 326 203 808 310 498 264 2227 109 2118 452 123
internal_count=3756 3685 3639 862 2777 2289 488 162 326 203 808 310 498 264 2227 109 2118 452 123
is_linear=0
shrinkage=0.0995203


Tree=5418
num_leaves=12
num_cat=0
split_feature=28 21 19 2 0 25 3 3 17 0 17
split_gain=0.0092134 0.00694006 0.00620687 0.00399052 0.00534732 0.00509447 0.00434997 0.00691131 0.00536699 0.00408051 0.00307514
threshold=0.083225000000000021 0.22138000000000005 0.14061500000000002 0.15165000000000003 -0.14028499999999997 1.0000000180025095e-35 0.10871500000000002 0.10583000000000002 -0.54441499999999998 -0.10806499999999999 -0.0069749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -8 -6 -11
right_child=-2 -3 -4 4 9 -7 8 -9 -10 10 -12
leaf_value=-7.6731093274532054e-05 0.0011102316604036839 0.0011798355732682536 0.0010979447771827871 -0.0013488962188906836 0.00053074041675496239 0.0008143351589873913 0.00100468127406865 -0.00088326835970072937 7.6091169495387005e-05 -0.0011373069810863366 -8.2405397879806963e-05
leaf_weight=2582 71 46 46 53 52 68 70 110 542 48 68
leaf_count=2582 71 46 46 53 52 68 70 110 542 48 68
internal_value=0 -3.41947e-05 -4.9766e-05 -6.46876e-05 -0.000474688 -3.75735e-05 -5.53546e-05 -0.000109992 0.00018364 -0.000194023 -0.000525974
internal_weight=0 3685 3639 3593 221 3372 3304 2692 612 168 116
internal_count=3756 3685 3639 3593 221 3372 3304 2692 612 168 116
is_linear=0
shrinkage=0.0995203


Tree=5419
num_leaves=18
num_cat=0
split_feature=21 6 6 6 26 3 3 6 8 17 6 4 3 4 17 5 5
split_gain=0.00542237 0.00500024 0.0181253 0.0281484 0.00775091 0.00761221 0.00972336 0.00750502 0.00949428 0.00560667 0.00503019 0.00586073 0.0173454 0.00741158 0.00374742 0.00987374 0.00784294
threshold=0.22138000000000005 0.087075000000000027 0.088915000000000022 0.088315000000000018 0.087960000000000024 0.084380000000000024 0.086895000000000014 0.085570000000000021 -0.085605000000000001 -0.57205499999999987 0.08481000000000001 0.094025000000000011 0.082130000000000022 0.10423500000000002 -0.095109999999999986 -0.0073899999999999999 0.058505000000000008
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 -3 -4 -7 9 -9 -1 11 12 -11 -13 16 -16 -8
right_child=-2 2 5 -5 -6 6 14 8 -10 10 -12 13 -14 -15 15 -17 -18
leaf_value=0.0010910086548903146 0.001062418093092302 0.00042635336642885609 -0.001250382790278969 -0.0027820833435452811 -0.0010944328156915683 0.0011666631744302715 0.0014610611474779839 -0.00016406385628748419 0.0016209659684467306 0.0016673668587449989 -0.00093869791439329692 -0.00083195493892895757 5.3380925477583885e-05 -5.3749905599855695e-05 7.8821484544989089e-05 -0.00079162495291643922 -3.951837224309307e-05
leaf_weight=47 46 75 47 64 59 71 47 52 66 69 56 153 1532 597 472 177 126
leaf_count=47 46 75 47 64 59 71 47 52 66 69 56 153 1532 597 472 177 126
internal_value=0 -2.45805e-05 -0.000198424 -0.00106388 -0.000237138 -1.52549e-05 4.88352e-05 5.20196e-05 0.000827405 1.44017e-05 -6.28043e-06 1.55812e-05 0.000123452 -0.000213595 -4.6721e-05 -0.000157312 0.000363422
internal_weight=0 3710 1138 198 134 940 893 2572 118 2454 2407 2351 1601 750 822 649 173
internal_count=3756 3710 1138 198 134 940 893 2572 118 2454 2407 2351 1601 750 822 649 173
is_linear=0
shrinkage=0.0995203


Tree=5420
num_leaves=11
num_cat=0
split_feature=22 17 0 2 18 18 17 1 18 18
split_gain=0.0258459 0.0138848 0.00697104 0.00449238 0.00405972 0.0101327 0.00797237 0.00527494 0.00329382 0.00534827
threshold=0.13264000000000004 -0.56655999999999984 -0.25289499999999993 -0.241895 0.084900000000000017 0.11362500000000002 0.063160000000000022 -0.049499999999999995 0.022040000000000008 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 8 6 -6 -7 9 -5
right_child=-2 2 3 4 5 7 -8 -9 -10 -11
leaf_value=-0.001358585335479094 -0.0023099584536428494 0.0011624110649497094 0.00091114511261242061 -7.7738935065063024e-05 0.00029025257383313488 -0.00059635083767424686 0.0013870866102507792 0.00014561174043369534 -0.00068481502481558044 0.00082925114576147909
leaf_weight=74 49 52 53 2473 440 187 78 190 85 66
leaf_count=74 49 52 53 2473 440 187 78 190 85 66
internal_value=0 -8.92857e-06 1.84048e-05 1.52151e-06 -1.19458e-05 0.000170806 0.000456993 -0.000220246 -7.45911e-05 -5.38398e-05
internal_weight=0 3698 3624 3572 3519 895 518 377 2624 2539
internal_count=3747 3698 3624 3572 3519 895 518 377 2624 2539
is_linear=0
shrinkage=0.0995203


Tree=5421
num_leaves=15
num_cat=0
split_feature=22 17 4 4 9 9 1 4 20 4 4 4 17 2
split_gain=0.0209583 0.0112596 0.0044338 0.0137303 0.00672456 0.0128635 0.0094622 0.00663124 0.00533274 0.00486306 0.006647 0.00585163 0.00487179 0.00387712
threshold=0.13264000000000004 -0.56655999999999984 0.10423500000000002 0.10716000000000002 0.11351500000000002 0.098465000000000011 -0.047889999999999995 0.094025000000000011 -0.057024999999999999 0.088720000000000021 0.084755000000000025 0.081905000000000019 -0.087329999999999991 -0.0088099999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 5 6 -5 9 -9 10 11 -3 -12 -10
right_child=-2 2 3 4 -6 -7 -8 8 13 -11 12 -13 -14 -15
leaf_value=-0.0012233786474619929 -0.0020800710945693733 -1.1171368609531591e-05 0.0015405809841984972 -0.00081953051767319712 -0.00088766151111984706 0.0017592998215671411 0.00028606861585521074 0.00016230100354665047 -0.00046956109128886765 0.00085051340458675484 -0.0015450144242743719 0.0010974666203638179 -9.9544499548950147e-05 -0.001757466680757491
leaf_weight=74 49 2640 73 98 62 48 351 47 49 65 48 48 47 48
leaf_count=74 49 2640 73 98 62 48 351 47 49 65 48 48 47 48
internal_value=0 -7.9739e-06 1.66181e-05 0.000256282 8.70999e-05 0.000210347 4.29342e-05 -3.37324e-05 -0.000692631 -1.29886e-07 -2.02918e-05 8.32121e-06 -0.000838505 -0.00111532
internal_weight=0 3698 3624 632 559 497 449 2992 144 2848 2783 2688 95 97
internal_count=3747 3698 3624 632 559 497 449 2992 144 2848 2783 2688 95 97
is_linear=0
shrinkage=0.0995203


Tree=5422
num_leaves=12
num_cat=0
split_feature=10 18 0 4 9 9 4 1 18 1 18
split_gain=0.0207397 0.0116624 0.00645224 0.00532761 0.0106667 0.0149029 0.00716676 0.00462503 0.0207057 0.0113912 0.00457911
threshold=0.093790000000000026 0.31690500000000005 -0.26289499999999993 0.10543500000000001 0.11351500000000002 0.09271500000000002 0.10333000000000002 -0.078509999999999983 0.091725000000000015 -0.077634999999999996 0.10085500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 10 7 8 -4 -9 -5
right_child=-2 -3 3 4 -6 -7 -8 9 -10 -11 -12
leaf_value=0.0011426737266982802 -0.0017803875313503854 -0.0015415814790891362 -5.8116163522782687e-05 0.00010715183456567373 -0.0010453088296198949 0.002075126148788819 -0.0012555463781261081 -0.0016397216537982666 0.001102006530707986 -8.488264403749146e-05 0.00094545650510458469
leaf_weight=50 66 48 930 394 54 49 48 48 182 1800 78
leaf_count=50 66 48 930 394 54 49 48 48 182 1800 78
internal_value=0 -2.46881e-07 1.98923e-05 3.9956e-06 0.000281768 0.000420887 -4.88304e-05 -2.89854e-05 0.000131024 -0.000125711 0.00024742
internal_weight=0 3681 3633 3583 575 521 3008 2960 1112 1848 472
internal_count=3747 3681 3633 3583 575 521 3008 2960 1112 1848 472
is_linear=0
shrinkage=0.0995203


Tree=5423
num_leaves=12
num_cat=0
split_feature=22 18 0 10 18 18 18 9 3 9 3
split_gain=0.0178593 0.00941248 0.00475634 0.00317773 0.00348583 0.0151472 0.00870567 0.00363489 0.00346412 0.0109065 0.00860856
threshold=0.13264000000000004 0.31690500000000005 -0.25289499999999993 0.09056500000000002 0.089505000000000015 0.092750000000000013 0.091085000000000013 0.09697500000000002 0.11896500000000003 0.11408000000000003 0.11089500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 -6 -7 10 -10 -4
right_child=-2 -3 3 -5 5 7 -8 -9 9 -11 -12
leaf_value=0.00095955109045428783 -0.0019162092127643635 -0.0013881630885565969 -4.9890992358823457e-05 0.00063332310374431282 0.00051216170926207216 0.00012598922225814599 0.0022898219824085651 -0.00042527960603741435 0.00043655799840104219 -0.0011862013830355883 -0.00072758341880037509
leaf_weight=52 49 48 2225 77 71 455 46 160 314 47 203
leaf_count=52 49 48 2225 77 71 455 46 160 314 47 203
internal_value=0 -3.44388e-06 1.45419e-05 6.56604e-07 -1.29466e-05 0.000180047 0.00121807 -1.60992e-05 -6.38931e-05 0.000223017 -0.000106889
internal_weight=0 3698 3650 3598 3521 732 117 615 2789 361 2428
internal_count=3747 3698 3650 3598 3521 732 117 615 2789 361 2428
is_linear=0
shrinkage=0.0995203


Tree=5424
num_leaves=19
num_cat=0
split_feature=17 4 22 19 9 26 26 8 3 9 20 9 6 17 20 18 26 18
split_gain=0.0118284 0.0160507 0.00913677 0.00611024 0.0041713 0.0120786 0.0224844 0.029568 0.00959275 0.00634057 0.0221567 0.00509284 0.0208086 0.0139281 0.00461989 0.00336818 0.00697603 0.00510931
threshold=-0.55754499999999996 0.09939000000000002 0.13068500000000002 0.13881500000000005 0.084535000000000013 0.085855000000000029 0.089150000000000021 -0.08569499999999998 0.10293500000000001 0.083715000000000026 -0.011659999999999998 0.085495000000000029 -0.087284999999999988 -0.00265 -0.071149999999999991 -0.092414999999999983 0.086685000000000026 0.088735000000000022
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 9 7 -7 -8 14 -11 12 -6 -14 -2 16 -13 -17
right_child=2 -3 -4 -5 11 6 8 -9 -10 10 -12 15 13 -15 -16 17 -18 -19
leaf_value=3.7959556628506437e-05 0.00026138075810662844 0.0024426718539740295 0.0012156842534036517 -0.0010642450411835393 0.0023449235068179861 -0.000227749558537983 0.0010983804882047055 -0.0037600128620141841 -0.00064494261942519399 -0.00073754412889189241 0.0018179662327946246 -0.00080879845116779258 -0.00051608455441326409 0.001316359994459052 -0.00022394045673915846 0.00022732254967201118 0.00014722967177628556 -0.00014406149705350988
leaf_weight=66 280 48 63 52 50 49 53 46 76 61 74 129 130 60 629 1141 180 538
leaf_count=66 280 48 63 52 50 49 53 46 76 61 74 129 130 60 629 1141 180 538
internal_value=0 0.00105765 2.7618e-05 6.29143e-06 2.24489e-05 -0.000121351 -0.000784556 -0.00194673 6.49606e-05 2.01617e-05 0.00065719 0.000104656 0.00053807 5.82738e-05 -7.3546e-05 5.19203e-05 -0.00024924 0.000107833
internal_weight=0 114 3611 3548 3496 1268 224 95 129 1044 135 2228 240 190 909 1988 309 1679
internal_count=3725 114 3611 3548 3496 1268 224 95 129 1044 135 2228 240 190 909 1988 309 1679
is_linear=0
shrinkage=0.0995203


Tree=5425
num_leaves=18
num_cat=0
split_feature=17 4 19 21 20 3 3 3 5 17 8 17 3 3 17 2 17
split_gain=0.00960609 0.0129993 0.0049726 0.0032659 0.00428597 0.00350412 0.0100493 0.00806569 0.0142548 0.0287451 0.00848889 0.00700895 0.0113724 0.00723469 0.00636888 0.0158055 0.00419234
threshold=-0.55754499999999996 0.09939000000000002 0.13881500000000005 0.13765500000000006 0.0074100000000000017 0.096775000000000014 0.097880000000000023 0.087570000000000023 -0.095169999999999991 0.011640000000000003 -0.068099999999999994 0.033280000000000011 0.10377500000000002 0.10726500000000001 0.070205000000000017 -0.087444999999999995 -0.11248999999999999
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 -5 7 -7 14 9 -9 -10 13 -13 -8 16 -16 -2
right_child=2 -3 -4 4 -6 6 11 8 10 -11 -12 12 -14 -15 15 -17 -18
leaf_value=3.418178548792113e-05 0.00043379940795372073 0.0021995768209400078 -0.00088862616159553817 7.9056578646915943e-05 0.0012915819355540758 -0.001320106705221167 -0.00070612577986083264 0.0028716459397156642 0.00032210512029285423 0.00014607802171407098 -0.00030854440478346782 0.001313877221899744 -2.2121790358812679e-05 -2.4334890648721222e-05 0.00086086052124756743 -0.001319515422015291 -0.0001059301467278353
leaf_weight=66 177 48 58 79 47 65 208 60 704 108 301 88 219 606 46 113 732
leaf_count=66 177 48 58 79 47 65 208 60 704 108 301 88 219 606 46 113 732
internal_value=0 0.000953109 2.48244e-05 3.99662e-05 0.000537845 2.14218e-05 -0.000116601 9.48327e-05 0.000275178 0.00112437 0.000132409 -4.60867e-05 0.000358169 -0.000199557 -0.000102477 -0.000683566 0
internal_weight=0 114 3611 3553 126 3427 1186 2241 1173 168 1005 1121 307 814 1068 159 909
internal_count=3725 114 3611 3553 126 3427 1186 2241 1173 168 1005 1121 307 814 1068 159 909
is_linear=0
shrinkage=0.0995203


Tree=5426
num_leaves=16
num_cat=0
split_feature=10 10 22 19 2 4 21 17 6 26 17 21 17 21 2
split_gain=0.0136701 0.008724 0.00492055 0.00415927 0.00423421 0.0045098 0.00934761 0.00675873 0.00615157 0.0101283 0.00663466 0.00417323 0.00441192 0.00353925 0.00263658
threshold=0.089800000000000033 0.098635000000000014 0.13068500000000002 0.13881500000000005 -0.086849999999999997 0.10386500000000003 -0.070074999999999985 -0.065004999999999993 -0.14723999999999998 0.08488500000000003 -0.010655 0.10886500000000003 -0.081674999999999998 -0.026109999999999998 -0.10165999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 11 8 -7 -8 10 -10 -6 12 14 -14 -1
right_child=1 -3 -4 -5 5 6 7 -9 9 -11 -12 -13 13 -15 -16
leaf_value=-0.00014872649078664506 0.0022165511554760966 0.00026622513917136256 0.00095163079792991178 -0.00089821011646727808 0.00017336951550007382 -0.0014892437244978336 -0.00068084269378718598 0.00018038412770635397 0.00049359058173425248 2.6354874223732477e-05 -0.0013540966371275583 -0.0010771201915440929 0.00024096418017448436 -0.00054480482235888929 0.00040669384102331069
leaf_weight=170 46 47 55 50 55 50 124 330 661 1521 56 50 70 274 166
leaf_count=170 46 47 55 50 55 50 124 330 661 1521 56 50 70 274 166
internal_value=0 0.00123971 1.74196e-05 2.82633e-06 1.58319e-05 7.17537e-05 -0.000197143 -5.30377e-05 0.000131214 0.000168271 -0.000589869 -0.000197312 -0.000131416 -0.00038253 0.000123241
internal_weight=0 93 3632 3577 3527 2797 504 454 2293 2182 111 730 680 344 336
internal_count=3725 93 3632 3577 3527 2797 504 454 2293 2182 111 730 680 344 336
is_linear=0
shrinkage=0.0995203


Tree=5427
num_leaves=14
num_cat=0
split_feature=10 10 22 19 2 2 2 21 21 21 7 4 9
split_gain=0.011102 0.0070556 0.00399007 0.00337245 0.00345502 0.00526763 0.0243469 0.0124163 0.00401498 0.00554639 0.00332357 0.00346454 0.00399244
threshold=0.089800000000000033 0.098635000000000014 0.13068500000000002 0.13881500000000005 -0.085944999999999994 -0.081734999999999988 -0.082139999999999991 0.089910000000000032 -0.091104999999999992 -0.079279999999999989 0.082295000000000021 0.10423500000000002 0.083955000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 10 6 7 -6 -7 -10 11 12 -1
right_child=1 -3 -4 -5 5 8 -8 -9 9 -11 -12 -13 -14
leaf_value=0.00021673216702591108 0.0019959594853269031 0.00023973034048560221 0.0008569243589024219 -0.00080881990280336311 0.0002735520727182986 -0.00090482801658949789 0.0021033178116843599 -0.0012445907626073974 0.0010846153911212525 -9.0257914179290593e-06 -0.00097541505346080792 0.00058272608243349177 -0.00030925324569681522
leaf_weight=191 46 47 55 50 476 48 68 60 47 1973 47 65 552
leaf_count=191 46 47 55 50 476 48 68 60 47 1973 47 65 552
internal_value=0 0.00111721 1.56636e-05 2.49951e-06 1.42332e-05 7.01645e-05 0.000328743 0.000102083 -4.96262e-06 1.60151e-05 -0.000159603 -0.000111135 -0.000172939
internal_weight=0 93 3632 3577 3527 2672 604 536 2068 2020 855 808 743
internal_count=3725 93 3632 3577 3527 2672 604 536 2068 2020 855 808 743
is_linear=0
shrinkage=0.0995203


Tree=5428
num_leaves=21
num_cat=0
split_feature=30 3 17 6 1 17 17 19 17 17 27 3 17 1 0 0 17 3 3 29
split_gain=0.00576866 0.00583867 0.0124723 0.016176 0.0181295 0.00968393 0.0221963 0.00883815 0.00618667 0.0126187 0.00491013 0.00523922 0.0144319 0.0332518 0.0256918 0.0081034 0.00986304 0.00598287 0.00870824 0.00405331
threshold=0.12577500000000003 0.087570000000000023 0.064745000000000011 -0.0093650000000000001 -0.082489999999999994 -0.15313499999999999 -0.239145 0.07882500000000002 -0.12118 -0.089699999999999988 -0.015455 0.092115000000000016 0.0047200000000000011 -0.0084199999999999987 -0.082224999999999993 -0.071799999999999989 -0.095109999999999986 0.092510000000000023 0.092900000000000024 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=1 2 5 -4 -5 6 -1 8 -7 -10 -3 12 15 14 -14 16 -12 -13 -19 -20
right_child=-2 10 3 4 -6 7 -8 -9 9 -11 11 17 13 -15 -16 -17 -18 18 19 -21
leaf_value=0.0002923122289731965 -0.0011592343245203525 0.00079264534074127127 0.00026729989978153013 -0.00023299288596660047 -0.0028612642422029978 0.00096396231584288078 -0.0025959170179266633 -0.0011113312360267376 -0.001198686752149543 0.00017795667516238607 0.00045868253682806266 -0.0011611211956520317 0.0032580277035885873 -0.00086060550985635003 0.00041775244767372905 0.0011585055565219039 -0.00044924018738053953 0.0012618844783877411 -5.5405273905043485e-05 -0.00095821480397463219
leaf_weight=59 46 84 61 46 62 78 47 62 74 604 181 49 67 64 61 53 341 49 1597 51
leaf_count=59 46 84 61 46 62 78 47 62 74 604 181 49 67 64 61 53 341 49 1597 51
internal_value=0 -3.70169e-05 -0.000230104 -0.00101663 -0.0017494 -8.53611e-05 -0.000980595 2.96465e-05 0.000124302 2.64961e-05 4.39322e-05 1.85799e-05 0.000235648 0.000982771 0.00191086 -1.24022e-05 -0.000132856 -7.63072e-05 -4.45014e-05 -8.38409e-05
internal_weight=0 3690 1093 169 108 924 106 818 756 678 2597 2513 767 192 128 575 522 1746 1697 1648
internal_count=3736 3690 1093 169 108 924 106 818 756 678 2597 2513 767 192 128 575 522 1746 1697 1648
is_linear=0
shrinkage=0.0995203


Tree=5429
num_leaves=22
num_cat=0
split_feature=30 7 3 17 9 17 1 17 26 26 1 3 5 5 8 17 9 9 3 22 20
split_gain=0.00467705 0.00494975 0.00547404 0.0103834 0.0116987 0.0222143 0.00923898 0.0306168 0.00760016 0.00555489 0.00482063 0.00401386 0.00968515 0.0134198 0.0216353 0.0103526 0.0101901 0.012392 0.0035013 0.0028373 0.00538073
threshold=0.12577500000000003 0.093110000000000012 0.087570000000000023 0.064745000000000011 0.083715000000000026 0.17969500000000005 -0.095674999999999996 -0.14169499999999999 0.08919500000000001 0.083400000000000016 -0.082489999999999994 0.092900000000000024 -0.082635 -0.02504 -0.086304999999999993 0.0065250000000000013 0.09091500000000001 0.08888500000000002 0.093535000000000021 0.13240000000000005 0.059705000000000015
decision_type=2 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 -6 7 -1 9 -8 -10 12 16 14 -14 -15 17 -4 -13 20 -20
right_child=-2 -3 11 4 5 -7 8 -9 10 -11 -12 18 13 15 -16 -17 -18 -19 19 -21 -22
leaf_value=-0.0022915256320208527 -0.0010438671252315651 0.0007830781453876354 -0.0005799754652840855 5.3568628514338433e-05 -0.0032183768502400604 -0.00022837751450522273 0.00029196906292666751 0.00059427068921222867 0.0014932086957027287 -0.00030847886777651682 9.6884270954956039e-05 -0.00083395149248644625 -0.0005880114605057795 -3.93083686111449e-05 0.0018856463578318123 0.0013864043647800802 -0.00164273602041101 0.0013532402811388554 2.9574463884227948e-06 0.00071210630977742279 -0.00062113771554788821
leaf_weight=72 46 72 109 66 47 53 239 73 53 419 48 56 49 431 119 57 49 47 1431 49 151
leaf_count=72 46 72 109 66 47 53 239 73 53 419 48 56 49 431 119 57 49 47 1431 49 151
internal_value=0 -3.33109e-05 -4.97838e-05 -0.000238771 -0.000962845 -0.00164186 -0.000104905 -0.000833031 3.31188e-05 -8.91389e-05 0.000837715 2.92576e-05 0.000204316 0.00039153 0.00115929 0.000125542 -0.000390776 0 -5.96024e-05 -3.25133e-05 -5.60942e-05
internal_weight=0 3690 3618 1070 166 100 904 145 759 658 101 2548 861 656 168 488 205 156 1687 1631 1582
internal_count=3736 3690 3618 1070 166 100 904 145 759 658 101 2548 861 656 168 488 205 156 1687 1631 1582
is_linear=0
shrinkage=0.0995203


Tree=5430
num_leaves=22
num_cat=0
split_feature=29 30 3 17 6 6 5 5 20 21 26 3 21 21 21 20 2 3 17 3 21
split_gain=0.00409466 0.00893928 0.00341424 0.00846565 0.0119236 0.01777 0.00740701 0.0314976 0.00685206 0.00934356 0.00740529 0.00639954 0.00347987 0.0101664 0.00606158 0.00553446 0.0111469 0.00491805 0.0109402 0.00667302 0.00324181
threshold=0.12951500000000005 0.11101500000000002 0.087570000000000023 0.064745000000000011 -0.0093650000000000001 0.087455000000000019 0.0029100000000000007 0.066275000000000014 -0.009049999999999999 0.086835000000000009 -0.019129999999999998 0.084895000000000012 0.088880000000000028 0.090095000000000022 0.087625000000000022 -0.097019999999999995 -0.095204999999999998 0.091615000000000016 0.11180000000000002 0.092510000000000023 0.10403500000000003
decision_type=2 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 -6 8 -8 9 -1 -10 -9 14 -14 17 20 -17 18 -4 -19 -15
right_child=-2 -3 12 4 5 -7 7 11 10 -11 -12 -13 13 15 -16 16 -18 19 -20 -21 -22
leaf_value=-0.0009615369680050866 0.00088067537031997643 -0.0012104587409723035 0.0001570551106635041 0.00028308252437094211 -0.0028331497079326713 -0.00025573863664635747 -0.0024417747204641309 -0.00029779245131856744 0.0013778722637685836 0.00043674288262562439 0.00013582820639065023 0.001245443731772568 -0.0014002321530333383 -0.0001561947435254427 0.0012206653101423726 0.0014422302342811722 -5.3247277971141446e-05 -0.00099634848980039142 0.0015179415818419679 2.3008262354213326e-05 -0.0013604749837489618
leaf_weight=123 47 65 480 60 50 58 62 60 53 76 489 47 58 46 48 53 712 68 67 968 46
leaf_count=123 47 65 480 60 50 58 62 60 53 76 489 47 58 46 48 53 712 68 67 968 46
internal_value=0 -5.3345e-05 -3.23652e-05 -0.000180926 -0.00083039 -0.00145657 -6.01251e-05 -0.000655158 7.44795e-05 -0.000423407 0.000258793 0.000372427 3.02153e-05 -0.00012469 0.00011762 -3.74087e-05 4.9291e-05 8.3656e-05 0.000325242 -4.31092e-05 -0.000767233
internal_weight=0 3689 3624 1078 168 108 910 169 741 199 542 107 2546 915 1631 857 765 1583 547 1036 92
internal_count=3736 3689 3624 1078 168 108 910 169 741 199 542 107 2546 915 1631 857 765 1583 547 1036 92
is_linear=0
shrinkage=0.0995203


Tree=5431
num_leaves=23
num_cat=0
split_feature=4 3 18 18 18 6 26 3 11 9 2 8 27 26 3 18 21 21 21 21 18 17
split_gain=0.00411696 0.00306836 0.00919894 0.0244639 0.0120098 0.0166363 0.0147956 0.0149138 0.0064095 0.0121306 0.0140327 0.00564862 0.00320387 0.00316277 0.00673042 0.0100353 0.00598215 0.00351541 0.00988362 0.00951039 0.00476928 0.00393891
threshold=0.15028500000000003 0.086895000000000014 0.088735000000000022 0.094870000000000024 -0.025879999999999997 0.086520000000000027 0.084685000000000024 0.08511500000000001 -0.0074899999999999993 0.083760000000000015 -0.086849999999999997 -0.08176499999999999 -0.032854999999999995 0.11991000000000003 0.12461000000000003 0.089365000000000014 0.093685000000000032 0.089005000000000015 0.090095000000000022 0.087570000000000023 -0.093649999999999997 -0.05543
decision_type=2 2 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 7 -1 -6 10 -10 -11 -3 17 15 16 -15 19 -19 20 -14 -20
right_child=-2 12 3 -5 8 -7 -8 -9 9 11 -12 -13 13 14 -16 -17 -18 18 21 -21 -22 -23
leaf_value=0.00017989869103348632 -0.00079918482376935631 0.00065133798796670811 -0.0027716457155967603 3.1628318121045913e-05 -0.00052544275578842814 -0.0017452122217835675 0.0014063250757573485 -0.0018420780069172869 -7.013712137167101e-05 -0.00016540785649800258 0.0020556621259514578 0.00089215812157127604 0.00058243109416945046 0.0014032883206391879 -0.001215393074091531 -0.00083759573304744437 -0.00012256150559084594 -0.0014231685357066076 0.00020465684538610948 0.0013957398635980258 2.2668357167400419e-05 -0.0002513448072177709
leaf_weight=97 69 80 47 88 90 84 50 57 50 241 77 63 170 51 63 82 49 54 366 57 1367 384
leaf_count=97 69 80 47 88 90 84 50 57 50 241 77 63 170 51 63 82 49 54 366 57 1367 384
internal_value=0 -2.26757e-05 -0.000177417 -0.000938263 -4.94411e-05 -0.000566011 -7.6445e-05 -0.00056318 0.000234539 0.000395135 0.00121229 5.1066e-05 3.0669e-05 1.15724e-05 -0.000328608 -1.71464e-05 0.000647436 4.66696e-05 -0.000122467 0.000132494 8.51136e-05 -2.77245e-05
internal_weight=0 3667 944 135 809 288 204 154 521 431 127 304 2723 2643 245 182 100 2398 804 1594 1537 750
internal_count=3736 3667 944 135 809 288 204 154 521 431 127 304 2723 2643 245 182 100 2398 804 1594 1537 750
is_linear=0
shrinkage=0.0995203


Tree=5432
num_leaves=24
num_cat=0
split_feature=2 18 18 17 17 17 20 8 21 20 20 20 8 21 8 17 2 2 18 18 26 5 9
split_gain=0.00837861 0.02362 0.0568848 0.0192522 0.00749426 0.00711635 0.0153519 0.00472724 0.00847412 0.00987072 0.0141052 0.00992786 0.00561744 0.00811931 0.00513939 0.0101003 0.00470591 0.009307 0.0063312 0.00283113 0.00300842 0.00245155 0.00240476
threshold=-0.10018999999999999 -0.057764999999999997 -0.10212999999999998 -0.55286000000000002 -0.53447999999999996 0.51544000000000012 -0.049389999999999996 -0.055085000000000002 0.10886500000000003 -0.071149999999999991 -0.081254999999999994 -0.042414999999999994 0.0017700000000000003 0.13276500000000005 -0.068099999999999994 0.043850000000000007 -0.082234999999999989 -0.082484999999999989 0.10085500000000001 0.090285000000000018 0.081750000000000031 -0.43873000000000001 0.094435000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 -2 -3 7 -7 14 9 10 -9 -11 13 -10 16 -16 17 -5 -18 20 21 -6 -1
right_child=3 4 -4 5 19 6 -8 8 12 11 -12 -13 -14 -15 15 -17 18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00055085327560642063 0.0018628889593204356 0.0012563773040817415 -0.0041948163302427937 6.0434905649578976e-05 0.00029796586169813025 -0.00038260851005742787 0.001889619407262462 0.00048503591007374643 -0.0018106496235682306 -0.00095521732023316958 0.002453923356143512 0.00030033056756754951 0.0002157775596273168 -6.2311934363455538e-05 -4.0786967833199629e-05 -0.0018470336097461864 -0.00025290154949049747 0.0013824687425113332 0.00032575535252671637 -0.00073121896887266195 0.00052904580751228524 -0.00063183701439100336 0.00041344087391542039
leaf_weight=51 58 48 49 733 46 56 61 162 49 73 47 423 84 59 91 47 1068 57 226 55 84 69 51
leaf_count=51 58 48 49 733 46 56 61 162 49 73 47 423 84 59 91 47 1068 57 226 55 84 69 51
internal_value=0 -0.000390943 -0.00140764 6.54986e-05 0.000114697 3.30304e-05 0.000795061 4.18257e-06 0.000197265 0.000357501 0.000931717 0.000113892 -0.000386838 -0.00086312 -7.33943e-05 -0.00066189 -3.4032e-05 0.000156858 -0.000151205 -9.78304e-05 7.31132e-05 -0.000252797 -6.06805e-05
internal_weight=0 453 151 3294 302 3236 117 3119 897 705 209 496 192 108 2222 138 2084 790 1294 254 199 115 102
internal_count=3747 453 151 3294 302 3236 117 3119 897 705 209 496 192 108 2222 138 2084 790 1294 254 199 115 102
is_linear=0
shrinkage=0.0995203


Tree=5433
num_leaves=13
num_cat=0
split_feature=19 1 5 17 1 3 3 1 1 1 12 19
split_gain=0.00771787 0.00675598 0.0169338 0.00867672 0.014634 0.00726481 0.0286759 0.00517306 0.0240115 0.00671448 0.00491456 0.00478834
threshold=0.14061500000000002 -0.50388999999999995 0.27139000000000008 -0.56368999999999991 -0.47779999999999995 0.081685000000000021 0.014805000000000004 -0.14482999999999999 -0.112275 -0.17548999999999998 -0.035284999999999997 0.075380000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -3 -5 6 10 9 -9 -7 -6 -1
right_child=-2 3 -4 4 5 7 -8 8 -10 -11 -12 -13
leaf_value=-0.00069326838856172959 0.0012630428965090027 0.0012042268278436073 0.0021221434674155923 -0.0017288796124010485 0.00084612250671290377 6.204424151119649e-05 -0.0026787867096637165 -0.0022752590378307194 1.5714877982791676e-05 0.001442919015697189 -0.00030222581947743056 0.00065630158259708492
leaf_weight=58 48 55 51 51 50 96 50 46 2998 56 141 47
leaf_count=58 48 55 51 51 50 96 50 46 2998 56 141 47
internal_value=0 -6.93558e-06 0.000633756 -3.53766e-05 -5.51578e-05 -3.00841e-05 -0.000557042 9.39599e-06 -1.86367e-05 0.000576174 0 -8.13787e-05
internal_weight=0 3699 156 3543 3488 3437 241 3196 3044 152 191 105
internal_count=3747 3699 156 3543 3488 3437 241 3196 3044 152 191 105
is_linear=0
shrinkage=0.0995203


Tree=5434
num_leaves=11
num_cat=0
split_feature=28 19 1 4 17 1 3 1 3 1
split_gain=0.0119927 0.00864245 0.00584969 0.00948846 0.00674115 0.0133745 0.00671168 0.0275947 0.00594713 0.0038474
threshold=0.080375000000000016 0.14061500000000002 -0.50388999999999995 0.084900000000000017 -0.56368999999999991 -0.47779999999999995 0.081685000000000021 -0.10241499999999999 0.098455000000000029 -0.14482999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 -7 -5 -8
right_child=-2 -3 4 8 5 6 9 -9 -10 -11
leaf_value=-0.0003880609385079605 -0.0011744140254023061 0.0013910223689255887 0.0010843818533550437 0.0020357309085581705 -0.0016418472055684087 -0.0027012657871301232 0.00053324128662280703 1.8212205996154245e-05 0.00042560104174497641 1.1313764070971972e-05
leaf_weight=56 83 46 55 47 50 46 147 185 47 2985
leaf_count=56 83 46 55 47 50 46 147 185 47 2985
internal_value=0 3.52652e-05 1.78016e-05 0.000626342 -8.28331e-06 -2.61313e-05 -1.86593e-06 -0.000519785 0.00123938 3.60717e-05
internal_weight=0 3664 3618 150 3468 3413 3363 231 94 3132
internal_count=3747 3664 3618 150 3468 3413 3363 231 94 3132
is_linear=0
shrinkage=0.0995203


Tree=5435
num_leaves=17
num_cat=0
split_feature=28 17 1 17 17 26 26 26 5 5 5 17 2 1 5 29
split_gain=0.00972578 0.00480202 0.0140519 0.00686261 0.0220186 0.00797291 0.0287309 0.0186271 0.00883203 0.00770751 0.00466491 0.00797425 0.0146611 0.0036474 0.00538011 0.0032757
threshold=0.080375000000000016 0.51544000000000012 -0.021369999999999997 0.048755000000000014 0.057560000000000014 0.091485000000000025 0.094025000000000011 0.088875000000000023 -0.081415000000000001 -0.025879999999999997 0.63223000000000018 -0.55286000000000002 -0.086169999999999983 -0.098224999999999993 0.27139000000000008 0.0044100000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 -5 7 -7 9 -8 -6 11 12 -1 14 -13 -15
right_child=-2 2 -4 4 5 6 8 -9 -10 -11 -12 13 -14 15 -16 -17
leaf_value=-0.00013248871978947314 -0.0010575360536868147 0.0020229198052224176 -0.00015179175776774151 -0.0022115169534634334 -0.00044547655825403104 -0.0027735488766141366 0.00091191513627627587 0.0016013148025474854 -0.00047909311697653007 0.00051700980609044713 -0.00074865121095800044 0.00017031445066003186 0.0022346892229672009 4.7050874288000529e-05 0.0011687363444595547 -0.00059322512071297777
leaf_weight=55 83 46 80 53 256 47 65 73 148 121 65 264 48 2193 68 82
leaf_count=55 83 46 80 53 256 47 65 73 148 121 65 264 48 2193 68 82
internal_value=0 3.18224e-05 0.000635654 1.00865e-05 -0.00025398 -0.0001067 -0.000546108 0.000145361 -5.07636e-05 -0.00013439 8.29878e-05 0.000103237 0.000962715 6.89658e-05 0.000377276 2.36129e-05
internal_weight=0 3664 126 3538 763 710 260 450 213 377 2775 2710 103 2607 332 2275
internal_count=3747 3664 126 3538 763 710 260 450 213 377 2775 2710 103 2607 332 2275
is_linear=0
shrinkage=0.0995203


Tree=5436
num_leaves=10
num_cat=0
split_feature=8 26 26 13 6 10 5 18 36
split_gain=0.00545668 0.00681426 0.00987816 0.00474642 0.00386207 0.00308276 0.00505828 0.00433649 0.00382871
threshold=0.24614500000000003 -0.126245 -0.14859999999999998 0.087945000000000009 -0.070010000000000003 0.09056500000000002 0.63223000000000018 -0.45171999999999995 0.092430000000000026
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 7 -3 -9
right_child=-2 3 -4 -5 -6 -7 -8 8 -10
leaf_value=0.00082273577714468064 -0.000754805941296887 -0.00080514781241199974 0.0018485301906043584 -0.00098847531361041688 -0.00024476051328181626 0.00082975684839759303 -0.00098571561523894385 6.1279313670473907e-05 -0.00084251201179211114
leaf_weight=57 86 60 49 46 80 47 49 3235 47
leaf_count=57 86 60 49 46 80 47 49 3235 47
internal_value=0 4.68164e-05 0.000633834 1.52423e-05 0.000193405 2.89101e-05 1.75687e-05 3.25237e-05 4.80871e-05
internal_weight=0 3670 186 3484 137 3438 3391 3342 3282
internal_count=3756 3670 186 3484 137 3438 3391 3342 3282
is_linear=0
shrinkage=0.0995203


Tree=5437
num_leaves=19
num_cat=0
split_feature=8 26 0 0 4 6 1 20 20 5 1 17 1 1 9 12 6 9
split_gain=0.00442449 0.00552615 0.0262315 0.00434282 0.00627384 0.00884472 0.00362639 0.00797449 0.0122152 0.00656887 0.0187637 0.00541393 0.00355261 0.00442651 0.0035312 0.00317188 0.00289535 0.00426668
threshold=0.24614500000000003 -0.126245 -0.066264999999999991 -0.19631499999999999 0.10649000000000002 -0.097455 0.0099250000000000015 -0.073489999999999986 -0.064180000000000001 -0.16183 0.061835000000000008 0.056905000000000011 0.0049450000000000015 0.0033150000000000007 0.088035000000000016 -0.008564999999999998 -0.09007999999999998 0.089435000000000028
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 -3 12 9 -9 14 -11 -10 13 15 -8 -5 -1 -18
right_child=-2 3 -4 6 -6 -7 7 8 11 10 -12 -13 -14 -15 -16 -17 17 -19
leaf_value=0.00051667810088348116 -0.00067968749136798092 -0.00092117648962116827 0.0026039573035011258 0.00086389432114174127 0.0012776092987322591 0.00072722389668176339 0.00054987634571620537 0.0014777102457227799 -0.00032881725726563785 -7.4180427690207439e-05 -0.0024117692257370547 0.00046895135852788739 0.00084290015708298122 -0.00094023481519775432 -0.0006214586288418193 2.8555650949046036e-05 0.00022265532857579211 -0.001121093208439813
leaf_weight=47 86 53 47 46 64 82 48 51 364 77 62 109 54 46 54 2374 46 46
leaf_count=47 86 53 47 46 64 82 48 51 364 77 62 109 54 46 54 2374 46 46
internal_value=0 4.21128e-05 0.000570755 1.36552e-05 0.000465211 7.40101e-05 -1.34501e-05 -0.000203421 1.29571e-05 -0.000677282 -0.00112274 -0.000143246 4.38947e-05 2.60663e-05 -6.22164e-05 4.47723e-05 -0.000110842 -0.000440321
internal_weight=0 3670 186 3484 199 135 3285 765 524 241 139 473 2520 2466 102 2420 139 92
internal_count=3756 3670 186 3484 199 135 3285 765 524 241 139 473 2520 2466 102 2420 139 92
is_linear=0
shrinkage=0.0995203


Tree=5438
num_leaves=20
num_cat=0
split_feature=6 3 3 3 9 6 8 8 9 9 2 17 9 8 3 8 18 6 9
split_gain=0.0036038 0.00828418 0.0043578 0.0063827 0.0124335 0.00717244 0.00562887 0.00764098 0.00465881 0.012305 0.0156516 0.00447718 0.00420931 0.00993513 0.0130119 0.00960943 0.0059044 0.0103106 0.00433759
threshold=-0.46637499999999998 0.11523000000000001 -0.15154999999999999 0.084735000000000019 0.085610000000000019 0.087575000000000028 -0.091600000000000001 -0.085605000000000001 0.10814500000000002 0.11296000000000002 -0.050194999999999997 -0.07107999999999999 0.09697500000000002 -0.069939999999999988 0.10457000000000002 -0.012839999999999999 0.11769500000000002 0.095760000000000026 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=1 -1 -2 4 5 6 -4 -8 12 -10 11 -11 16 14 -14 -15 18 -18 -5
right_child=2 -3 3 8 -6 -7 7 -9 9 10 -12 -13 13 15 -16 -17 17 -19 -20
leaf_value=0.00024213502819776526 -0.00086939059438999962 -0.0012269987851653869 0.00078600062359460328 -1.2920520970633309e-05 0.0018218655586401467 0.0010843174160568095 -0.00092203574657372795 0.00019601038360358411 0.0017278547592665574 0.0013888435585433213 -0.0012608878597241138 0.00022590536498468162 -0.0024191331900969785 0.00092069988466298195 -0.0001939953001700339 -0.00053956483994163748 0.00011188680517302125 0.0017460280479396348 -0.00079823488985818875
leaf_weight=79 51 72 73 2242 54 76 94 168 55 49 63 106 46 75 62 110 158 51 72
leaf_count=79 51 72 73 2242 54 76 94 168 55 49 63 106 46 75 62 110 158 51 72
internal_value=0 -0.000452958 4.30452e-05 5.6369e-05 0.000400135 0.000211346 1.0855e-05 -0.000201996 4.3555e-06 0.000397121 5.76302e-05 0.000598826 -3.34309e-05 -0.000390533 -0.00114932 4.80095e-05 7.71552e-06 0.000514566 -3.77093e-05
internal_weight=0 151 3605 3554 465 411 335 262 3089 273 218 155 2816 293 108 185 2523 209 2314
internal_count=3756 151 3605 3554 465 411 335 262 3089 273 218 155 2816 293 108 185 2523 209 2314
is_linear=0
shrinkage=0.0995203


Tree=5439
num_leaves=23
num_cat=0
split_feature=0 18 20 22 5 9 29 0 3 2 20 3 27 5 5 2 4 4 9 18 9 5
split_gain=0.00349708 0.00567314 0.0106357 0.00527444 0.00433354 0.00821449 0.013933 0.00491029 0.0055207 0.00851259 0.00452511 0.00387081 0.0112787 0.0100406 0.0112699 0.0107749 0.00420785 0.00461602 0.00370693 0.00806022 0.00378478 0.00265489
threshold=-0.17809 0.089365000000000014 -0.042414999999999994 0.078875000000000015 -0.14822499999999997 0.11408000000000003 1.0000000180025095e-35 -0.15137999999999999 0.093835000000000016 0.0066850000000000008 -0.078914999999999985 0.084735000000000019 0.079300000000000023 -0.0031649999999999998 -0.0091849999999999987 -0.084924999999999987 0.13584500000000002 0.11805500000000003 0.10706000000000003 0.089365000000000014 0.09697500000000002 0.066275000000000014
decision_type=2 2 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 7 -2 10 -10 -9 12 13 14 15 -6 17 18 20 -20 -13 -15
right_child=4 -3 3 -5 11 -7 -8 8 9 -11 -12 16 -14 21 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=-0.00076191675442878243 0.00055814265086273455 0.0013595047017340455 0.0013634102558818903 -4.5658668594230937e-06 -0.00050930390097592864 -0.0012357759035055049 0.001537978754945668 -0.0017080861296656865 0.00024942994234489511 -0.0011535589231486479 -0.00051079938607833959 8.0911308018261787e-06 0.0017629293569896027 -0.0012167714854086013 0.0018926988728428748 0.00093478903632621265 0.00091169197103414346 -0.00088936456255892622 0.00088408464480191427 -0.00031884553970643097 -0.00040409640207025686 -0.00020739975255172237
leaf_weight=76 59 48 63 48 109 74 46 46 171 57 108 1970 48 48 46 96 49 59 133 93 248 61
leaf_count=76 59 48 63 48 109 74 46 46 171 57 108 1970 48 48 46 96 49 59 133 93 248 61
internal_value=0 0.000392373 0.000139747 0.000764478 -3.94774e-06 -0.00025777 -0.00010748 -0.000280971 -0.000412716 -9.7727e-05 -0.000873747 4.38818e-05 0.000328518 0.000134989 0.000483227 0.000162961 -1.30358e-06 -1.95039e-05 1.16024e-06 0.000385451 -3.76275e-05 -0.000659404
internal_weight=0 235 187 111 3521 561 487 441 382 228 154 2960 408 360 251 205 2552 2503 2444 226 2218 109
internal_count=3756 235 187 111 3521 561 487 441 382 228 154 2960 408 360 251 205 2552 2503 2444 226 2218 109
is_linear=0
shrinkage=0.0995203


Tree=5440
num_leaves=13
num_cat=0
split_feature=6 19 9 9 9 8 8 8 9 9 9 17
split_gain=0.00867937 0.00581634 0.0033958 0.0109075 0.00775863 0.00690623 0.0166821 0.0101175 0.00609847 0.00648318 0.00546355 0.00335342
threshold=-0.53620499999999993 0.14023500000000003 0.096225000000000019 0.09697500000000002 0.097680000000000031 -0.073029999999999984 -0.094139999999999988 -0.066544999999999993 0.09550500000000002 0.095055000000000014 0.094010000000000024 0.18936500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 -5 6 -6 -7 9 10 11 -2
right_child=1 -3 3 4 5 7 -8 -9 -10 -11 -12 -13
leaf_value=-0.0012548104899696637 2.6938401470368982e-05 -0.0010723267180282714 0.0014063376974451259 -0.0011509091888183686 -0.00024936854859750355 -0.0013625399865645239 0.0019648013267165587 0.0001587921982151456 -0.0010478916476338238 0.0011177711061583309 -0.00082737258866466068 -0.0003164688031079465
leaf_weight=56 2450 50 68 47 70 49 64 371 58 49 84 318
leaf_count=56 2450 50 68 47 70 49 64 371 58 49 84 318
internal_value=0 -6.14521e-06 8.32295e-06 0.000210999 7.43909e-05 0.00017982 0.000802037 -1.67476e-05 -3.72235e-05 -1.67349e-05 -3.65138e-05 -1.2218e-05
internal_weight=0 3678 3628 669 601 554 134 420 2959 2901 2852 2768
internal_count=3734 3678 3628 669 601 554 134 420 2959 2901 2852 2768
is_linear=0
shrinkage=0.0995203


Tree=5441
num_leaves=10
num_cat=0
split_feature=1 19 10 10 3 3 17 0 5
split_gain=0.007243 0.00470896 0.00373814 0.00482157 0.00441894 0.0089139 0.00552618 0.00490791 0.0035386
threshold=0.62916000000000016 0.14023500000000003 0.09056500000000002 0.086165000000000019 0.097880000000000023 0.096775000000000014 0.50644500000000015 -0.096019999999999994 -0.54165499999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 8 -1 -6
right_child=-2 -3 -4 -5 6 -7 -8 -9 -10
leaf_value=-0.000360798808904647 -0.0012124812094066887 -0.00096560878898671967 0.00066704455093774713 -0.00083240183164191286 0.00094290527421559138 -0.001204399611189424 0.00097436762784902848 2.8904205843087878e-05 6.7225061205915005e-05
leaf_weight=387 50 50 83 69 48 67 78 1837 1065
leaf_count=387 50 50 83 69 48 67 78 1837 1065
internal_value=0 -6.26664e-06 6.70763e-06 -8.49636e-06 7.59523e-06 -7.2993e-05 0.000163302 -3.85402e-05 0.000105726
internal_weight=0 3684 3634 3551 3482 2291 1191 2224 1113
internal_count=3734 3684 3634 3551 3482 2291 1191 2224 1113
is_linear=0
shrinkage=0.0995203


Tree=5442
num_leaves=12
num_cat=0
split_feature=6 19 9 9 9 9 9 9 9 9 17
split_gain=0.00604979 0.00382816 0.00251547 0.00905814 0.00623394 0.00610845 0.00501475 0.00485387 0.00535722 0.00443048 0.00296184
threshold=-0.53620499999999993 0.14023500000000003 0.096225000000000019 0.09697500000000002 0.097680000000000031 0.098720000000000016 0.10125500000000003 0.09550500000000002 0.095055000000000014 0.094010000000000024 0.41435500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 -5 -6 -7 8 9 10 -2
right_child=1 -3 3 4 5 6 -8 -9 -10 -11 -12
leaf_value=-0.0010470396762109898 1.1939684371897217e-05 -0.00086951102157042633 0.0012709051151375927 -0.0010411780530965571 0.001213268944447763 -0.00071361469468586331 0.00017750407279854989 -0.00093364517233774573 0.0010175988292211971 -0.00074385043678202624 -0.00049142840579905118
leaf_weight=56 2647 50 68 47 49 73 432 58 49 84 121
leaf_count=56 2647 50 68 47 49 73 432 58 49 84 121
internal_value=0 -4.50853e-06 7.18705e-06 0.000181651 5.7045e-05 0.000151693 4.70678e-05 -3.19808e-05 -1.36715e-05 -3.16767e-05 -9.76875e-06
internal_weight=0 3678 3628 669 601 554 505 2959 2901 2852 2768
internal_count=3734 3678 3628 669 601 554 505 2959 2901 2852 2768
is_linear=0
shrinkage=0.0995203


Tree=5443
num_leaves=20
num_cat=0
split_feature=6 19 3 3 0 0 3 3 8 3 8 3 0 3 17 19 0 18 18
split_gain=0.00490526 0.00310401 0.0023676 0.0162233 0.00782292 0.013695 0.0195961 0.0125738 0.00688343 0.0330122 0.0135633 0.00482034 0.0037035 0.00644345 0.00637771 0.00413772 0.0030505 0.00259375 0.00285654
threshold=-0.53620499999999993 0.14023500000000003 0.097880000000000023 0.097095000000000029 -0.068604999999999985 -0.077945 0.10174000000000002 0.10426500000000002 -0.010374999999999999 0.10850000000000003 -0.057284999999999996 0.11089500000000001 -0.096019999999999994 0.092635000000000023 -0.065699999999999995 0.11368500000000002 -0.093765000000000001 0.14994000000000005 0.022040000000000008
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 5 8 -7 -6 10 -10 -4 -8 13 14 -2 16 -14 18 -9
right_child=1 -3 4 -5 7 6 11 17 9 -11 -12 -13 15 -15 -16 -17 -18 -19 -20
leaf_value=-0.00094283800613896096 -0.00066794977799514133 -0.00078297709379035051 7.5788193712274601e-05 -0.0019035017203777624 -0.001506314433949773 0.0028507444681537836 -0.00031690811362490351 6.3965727770923863e-05 0.0022371674855741828 -0.00045150335627426076 -0.0017249266526232349 0.00095717035586553824 0.00065278354334940745 -0.0011209670870172342 0.00022711646110565954 0.0007730469230826716 -1.2489653071269508e-05 0.00065704999828961595 -0.0005154354268626384
leaf_weight=56 124 50 298 46 61 47 48 354 73 118 48 73 71 75 215 74 1739 54 110
leaf_count=56 124 50 298 46 61 47 48 354 73 118 48 73 71 75 215 74 1739 54 110
internal_value=0 -4.05983e-06 6.44934e-06 -5.28139e-05 0.000115275 0.000338257 0.0011229 -0.000154819 9.12581e-05 0.000571818 -0.000171656 0.000444985 -1.54117e-05 -0.000285189 -9.78676e-05 4.34361e-05 1.31544e-05 2.75421e-06 -7.16281e-05
internal_weight=0 3678 3628 2344 1284 705 168 579 537 191 346 121 2298 414 339 1884 1810 518 464
internal_count=3734 3678 3628 2344 1284 705 168 579 537 191 346 121 2298 414 339 1884 1810 518 464
is_linear=0
shrinkage=0.0995203


Tree=5444
num_leaves=15
num_cat=0
split_feature=21 1 4 0 1 8 6 21 21 3 2 4 4 27
split_gain=0.0057378 0.00894969 0.00601975 0.00534467 0.00482497 0.0123221 0.0149519 0.00419192 0.00639598 0.00410704 0.00330346 0.00903996 0.00565731 0.00295165
threshold=0.14236500000000005 -0.047239999999999997 0.13849500000000003 -0.057604999999999996 0.40780000000000011 -0.07034 -0.44590999999999997 -0.085914999999999991 -0.083919999999999995 0.090765000000000026 0.12875500000000004 0.11541000000000003 0.10739000000000003 0.092265000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 7 13 -7 9 -9 -1 12 -12 -10 -6
right_child=1 -3 3 -5 5 6 -8 8 10 -11 11 -13 -14 -15
leaf_value=0 -0.00032326943870298556 0.0014399881992780252 0.0012572131555010453 -8.3217660672327396e-06 -0.00035003725288572439 -1.3476094939440796e-05 -0.0024421730224752193 -0.0010370642963090768 -1.1975887429968716e-05 0.0010245764479759204 -0.0011830587030987867 0.00048438674510249664 0.00073874467804870632 0.00066985363615121979
leaf_weight=82 48 68 69 61 49 49 53 61 2827 76 78 54 103 64
leaf_count=82 48 68 69 61 49 49 53 61 2827 76 78 54 103 64
internal_value=0 0.000703307 -7.58406e-06 0.000657088 -3.25343e-05 -0.000489281 -0.00128347 -2.35474e-06 -2.79052e-05 0.000497489 -7.5337e-06 -0.00049472 1.41352e-05 0.000220356
internal_weight=0 116 3626 130 3496 215 102 3281 3123 158 3062 132 2930 113
internal_count=3742 116 3626 130 3496 215 102 3281 3123 158 3062 132 2930 113
is_linear=0
shrinkage=0.0995203


Tree=5445
num_leaves=16
num_cat=0
split_feature=21 1 4 17 4 1 8 8 20 3 4 1 1 18 21
split_gain=0.00464261 0.0072674 0.00508371 0.00352788 0.00747121 0.00507234 0.00775178 0.015671 0.00924558 0.00872155 0.00417063 0.00559567 0.00634645 0.00373903 0.00361692
threshold=0.14236500000000005 -0.047239999999999997 0.14727500000000002 0.056905000000000011 0.13707500000000003 0.25544500000000009 -0.086404999999999996 -0.085289999999999991 -0.071559999999999999 0.085965000000000028 0.12631500000000004 0.40780000000000011 0.41696500000000009 0.092750000000000013 -0.091869999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 10 6 8 -8 -5 -9 11 14 -13 -10 -1
right_child=1 -3 -4 5 -6 -7 7 9 13 -11 -12 12 -14 -15 -16
leaf_value=0.00066299283558122872 -0.00029109761869674128 0.0012966802608034521 0.00084523257260099322 -0.0015349367840300208 -0.0012059074440737897 0.0010643143168887813 0.002003435900760262 -0.0010987434996783028 0.00038684385956086313 0.00026022749088006129 0.00067214265768224084 -0.0016380313054619961 -0.00017742792263168963 -0.00060991061774404566 -6.2029256690949704e-05
leaf_weight=70 48 68 68 55 57 57 48 52 89 455 76 47 83 64 2405
leaf_count=70 48 68 68 55 57 57 48 52 89 455 76 47 83 64 2405
internal_value=0 0.000632612 -6.83159e-06 -2.33462e-05 -7.77785e-05 0.000157406 8.85825e-05 0.000283665 -0.000428013 0.000119231 -5.34883e-05 -7.49726e-05 -0.00071179 -2.47488e-05 -4.11928e-05
internal_weight=0 116 3626 3558 2738 820 763 555 208 507 2681 2605 130 153 2475
internal_count=3742 116 3626 3558 2738 820 763 555 208 507 2681 2605 130 153 2475
is_linear=0
shrinkage=0.0995203


Tree=5446
num_leaves=15
num_cat=0
split_feature=6 17 26 26 3 6 4 0 2 2 2 6 6 2
split_gain=0.00432449 0.00601393 0.0133208 0.026652 0.0122835 0.00617977 0.00410334 0.00600552 0.00356485 0.00379645 0.00424938 0.00406117 0.00337711 0.00259275
threshold=0.10877500000000002 0.0065250000000000013 0.090385000000000021 0.096980000000000025 0.098755000000000023 0.18123500000000006 0.13752500000000004 -0.057604999999999996 0.31852000000000008 0.14153500000000005 0.11392500000000001 0.10165000000000003 0.09840500000000002 -0.077714999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 -2 -6 8 -8 9 10 11 12 -1 -13
right_child=1 2 3 -5 5 -7 7 -9 -10 -11 -12 13 -14 -15
leaf_value=-2.2594748253744292e-05 -0.0013710747929137803 -0.00059863082629073164 0.0027731376164376494 -5.8664580763292098e-05 -0.00021822932744596519 0.0012846825486330178 0.0011052440810159127 -0.00018861778420823359 -0.00084014366289584977 0.00062828334377119065 -0.00073540796235339 -0.00014970674272528394 0.00078645665415499986 -0.0011955366354464792
leaf_weight=2884 51 52 62 69 55 52 76 65 55 84 87 51 52 47
leaf_count=2884 51 52 62 69 55 52 76 65 55 84 87 51 52 47
internal_value=0 0.000349496 0.000738364 0.00127533 -9.57212e-05 0.000504507 -2.21712e-05 0.000502977 -4.51358e-05 -3.12375e-05 -4.92504e-05 -2.9305e-05 -7.98666e-06 -0.000659632
internal_weight=0 341 183 131 158 107 3401 141 3260 3205 3121 3034 2936 98
internal_count=3742 341 183 131 158 107 3401 141 3260 3205 3121 3034 2936 98
is_linear=0
shrinkage=0.0995203


Tree=5447
num_leaves=17
num_cat=0
split_feature=18 18 1 17 1 1 18 4 4 1 1 1 1 20 1 3
split_gain=0.00418743 0.00772963 0.00653383 0.0196244 0.00746474 0.00672292 0.00490791 0.00444173 0.00388187 0.00338895 0.0105263 0.00632339 0.00619829 0.00550486 0.00326343 0.00315621
threshold=0.10698500000000001 0.10307000000000002 -0.049499999999999995 -0.0046399999999999992 -0.076329999999999995 -0.082849999999999993 0.098840000000000025 0.13849500000000003 0.084435000000000024 -0.0088199999999999997 -0.010395 -0.0064949999999999999 -0.011964999999999998 -0.095634999999999998 0.51334500000000016 0.10089500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 5 8 7 9 -2 10 12 -11 -1 -13 -9 -5
right_child=2 -3 3 15 -6 -7 -8 14 -10 11 -12 13 -14 -15 -16 -17
leaf_value=2.0628254098278961e-05 -0.00067460180850804148 -0.0012447456243610245 0.0022240454686678749 0.00053461925924520664 -0.00092066905943449307 0.0010735625788147651 0.00093086906805465996 8.9633364772155583e-05 0.00048366635089254625 -0.0010269478687934168 0.0013186885985203266 0.00060735934289023056 -0.0010919431625676251 -0.0001882493549208984 0.0011531842943965297 -0.00038916287803647439
leaf_weight=1783 66 51 60 75 70 68 54 66 50 82 61 94 51 987 53 71
leaf_count=1783 66 51 60 75 70 68 54 66 50 82 61 94 51 987 53 71
internal_value=0 -2.89804e-05 0.000291573 0.000708295 -4.31746e-05 0.000286206 -9.53664e-06 -2.57786e-05 -0.000168291 -4.92382e-05 3.24702e-05 -0.000183078 -9.86388e-06 -0.000118309 0.000570195 7.97757e-05
internal_weight=0 3282 460 206 254 184 3231 3177 116 3058 1895 1163 1834 1081 119 146
internal_count=3742 3282 460 206 254 184 3231 3177 116 3058 1895 1163 1834 1081 119 146
is_linear=0
shrinkage=0.0995203


Tree=5448
num_leaves=29
num_cat=0
split_feature=3 3 18 9 9 1 17 1 6 0 2 6 2 17 17 17 3 17 3 20 18 17 1 1 9 21 2 2
split_gain=0.0106016 0.0212027 0.0403896 0.00737816 0.0139133 0.0112422 0.0465891 0.00841211 0.00765934 0.00794673 0.00695613 0.0135198 0.0131867 0.0063007 0.00558543 0.00747784 0.0191975 0.0126999 0.00663447 0.0147954 0.00581329 0.00819651 0.00475345 0.00365194 0.00743812 0.00492856 0.00246114 0.000719493
threshold=0.084505000000000011 0.083815000000000014 -0.01137 0.083925000000000013 0.084345000000000017 0.066150000000000028 -1.0000000180025095e-35 0.058455000000000014 -0.095554999999999987 -0.11239999999999999 -0.086554999999999993 0.08481000000000001 -0.049174999999999996 -0.085229999999999986 -0.087329999999999991 -0.12118 0.10850000000000003 -0.42572499999999996 0.086965000000000028 -0.085504999999999984 -0.021369999999999997 -0.053765 0.043640000000000005 -0.073844999999999994 0.098465000000000011 0.095375000000000029 -0.080555000000000002 -0.15197999999999998
decision_type=2 2 2 2 2 2 2 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 14 -5 7 -7 23 9 -8 11 27 -12 -14 15 16 17 -2 -16 -20 -21 -22 -15 24 -6 -25 -10 -1
right_child=3 2 -4 4 5 6 8 -9 26 -11 12 -13 13 22 18 -17 -18 -19 19 20 21 -23 -24 25 -26 -27 -28 -29
leaf_value=1.7227756771956715e-05 -0.00031927170668929198 -0.0032800427479312308 0.00027399626106313995 0.0016999625683460416 0.00011380056283304809 0.0034559725165970809 -0.0001880697274045655 -0.0011312960797346106 -0.0010396751882505732 0.0013891942871561409 -0.0018146504525412882 0.0017458697733343097 0.0009477191295996707 -0.0011415263558252585 0.00090730926526523959 -0.0014257553497765019 -0.0014152320762350597 0.001885605148993586 -0.001441718210815515 -0.00092307411866337011 0.0013655925235499732 2.0344596082811542e-05 9.5117432222149704e-05 -0.00020759113994373086 0.0010634386989799766 0.00027127124648932582 -2.8518742335067576e-05 -0.00051813859283349304
leaf_weight=48 58 65 61 56 836 50 61 60 51 64 51 53 50 49 67 74 78 46 75 53 51 384 80 716 91 302 48 46
leaf_count=48 58 65 61 56 836 50 61 60 51 64 51 53 50 49 67 74 78 46 75 53 51 384 80 716 91 302 48 46
internal_value=0 -0.00043502 -0.00155294 5.62138e-05 0.000149191 0.000110726 0.000708779 2.85891e-05 9.19106e-05 0.000612941 -5.92195e-05 0.00047295 -0.000402905 0 -0.000187899 -0.000580049 -0.000231692 0.000648091 -2.72496e-05 -0.000139921 5.84726e-05 0.000179945 -0.00036827 6.47905e-05 0.000207906 -6.47276e-05 -0.000557687 -0.000236051
internal_weight=0 503 126 3221 2335 2279 274 2005 224 125 377 147 230 179 886 256 182 104 630 563 488 435 129 1945 927 1018 99 94
internal_count=3724 503 126 3221 2335 2279 274 2005 224 125 377 147 230 179 886 256 182 104 630 563 488 435 129 1945 927 1018 99 94
is_linear=0
shrinkage=0.0995203


Tree=5449
num_leaves=29
num_cat=0
split_feature=3 18 3 8 0 8 9 9 9 5 5 26 2 5 18 18 2 26 8 0 3 3 3 8 5 5 3 8
split_gain=0.008583 0.0192423 0.0410361 0.00817829 0.0136715 0.0140088 0.00667289 0.00598351 0.0112802 0.00705844 0.0258234 0.0128444 0.0053802 0.00502969 0.0047862 0.00493527 0.00637776 0.00370834 0.0336905 0.00899445 0.00322136 0.00375143 0.00296613 0.00288989 0.0037786 0.00403147 0.00539295 0.00455215
threshold=0.084505000000000011 -0.018864999999999996 0.083725000000000022 -0.088520000000000001 -0.085794999999999996 -0.080569999999999989 0.084485000000000018 0.083925000000000013 0.084345000000000017 -0.09583499999999999 -0.13803499999999999 -0.088059999999999986 -0.087075 -0.15086999999999998 -0.083775000000000002 -0.092414999999999983 0.097285000000000024 0.10924500000000002 -0.070134999999999989 -0.071799999999999989 0.084955000000000017 0.08666500000000002 0.081225000000000019 -0.51030999999999993 0.13648000000000002 -0.056974999999999998 0.094525000000000012 -0.087129999999999999
decision_type=2 2 2 2 2 2 2 2 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 -5 22 14 -9 10 11 -10 -6 -13 15 16 -2 20 -19 -20 -11 -22 -3 -16 25 26 -25 -27
right_child=7 3 -4 4 12 -7 -8 8 9 17 -12 13 -14 -15 23 -17 -18 18 19 -21 21 -23 -24 24 -26 27 -28 -29
leaf_value=-0.00010120294195002929 0.00026125092954960789 -0.00059866327966072485 -0.0037840605614608692 0.0024859617164319802 -0.0010845381487703529 6.3318900502955114e-05 -0.0015087463422063776 0.0015307819907198848 0.0014683989032527088 0.00058188300477339137 0.0022828127904874597 -0.00043877942565803457 0.0002548474569289163 0.00065212259812951151 0.00069430260308447043 -0.001409801117835118 -0.0010256244667296661 0.0027312703375383389 -0.00081833011417458768 0.00039000448137107413 -0.00046773916406123004 -7.7538655979640794e-06 0.00045547749819426295 -0.00085872530534977147 -0.0007933527175572224 -0.00024376561825436107 1.3881216994581124e-05 0.00087787419366601221
leaf_weight=84 87 58 47 47 53 49 51 56 56 79 66 193 66 53 49 54 67 49 106 143 203 1331 48 89 69 58 323 90
leaf_count=84 87 58 47 47 53 49 51 56 56 79 66 193 66 53 49 54 67 49 106 143 203 1331 48 89 69 58 323 90
internal_value=0 -0.000391402 -0.00142878 -2.38874e-05 0.000372562 0.00125793 -0.000572011 5.05941e-05 0.000134344 9.9671e-05 0.000498894 0.000106319 -0.000334807 -0.00020042 -0.000169199 -0.000587103 -0.000293308 2.23646e-05 0.000345168 -0.000121099 -3.67655e-05 -6.91591e-05 -0.000113594 -3.97855e-05 -9.82735e-05 -1.11679e-05 -0.000172632 0.000432781
internal_weight=0 503 131 372 215 96 157 3221 2335 2279 368 302 119 246 886 208 154 1911 298 249 1613 1534 106 678 629 560 412 148
internal_count=3724 503 131 372 215 96 157 3221 2335 2279 368 302 119 246 886 208 154 1911 298 249 1613 1534 106 678 629 560 412 148
is_linear=0
shrinkage=0.0995203


Tree=5450
num_leaves=23
num_cat=0
split_feature=3 18 17 1 6 0 17 9 3 1 3 1 3 2 0 20 3 3 9 21 5 5
split_gain=0.00696065 0.0156233 0.0404244 0.00625414 0.0144948 0.0100928 0.0148855 0.0051626 0.00642851 0.0156277 0.00927309 0.006383 0.00561064 0.005629 0.00505343 0.00408932 0.01025 0.00764792 0.00776278 0.00606599 0.00298586 0.0070099
threshold=0.084505000000000011 -0.018864999999999996 -0.092124999999999999 -0.082489999999999994 0.082060000000000022 -0.087394999999999987 -0.011174999999999999 0.13087500000000005 0.097595000000000029 0.066150000000000028 0.096595000000000028 0.015980000000000005 0.10089500000000003 -0.073194999999999996 -0.070134999999999989 -0.092114999999999989 0.11523000000000001 0.10377500000000002 0.11408000000000003 0.086285000000000014 -0.50126999999999999 -0.41397
decision_type=2 2 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 20 -3 -7 8 9 10 11 14 13 -10 -2 16 -14 19 -19 -17 -5 -22
right_child=7 3 -4 4 -6 6 -8 -9 12 -11 -12 -13 15 -15 -16 17 -18 18 -20 -21 21 -23
leaf_value=0.00060325431850215912 0.00012760446700883831 -0.0005379332514452034 -0.0028963194756692432 0.00073761675190366408 -0.0019385962072570467 -7.9853771184251057e-05 0.0023856287843529822 0.00079329668258765911 -7.4950474571821354e-05 0.0014782207010362227 0.0012859076727198295 -0.00091494227779169793 -0.0014001347443547217 -0.0013561265513517969 -0.00051601601109371807 5.0648553297790356e-05 0.00026567220636808321 -4.0033204121026191e-06 -0.0010754835028362274 0.0016511529509469988 -0.00097552929053603614 0.00052389955658154862
leaf_weight=60 1507 61 71 46 46 50 46 89 67 83 61 67 73 72 131 49 72 830 73 47 60 63
leaf_count=60 1507 61 71 46 46 50 46 89 67 83 61 67 73 72 131 49 72 830 73 47 60 63
internal_value=0 -0.00035245 -0.00128721 -2.10721e-05 -0.000371872 0.000454109 0.001093 4.55842e-05 2.40756e-05 0.000143068 7.98542e-05 3.62249e-05 -0.000146773 -0.000744471 7.56308e-05 -7.34352e-05 -0.00056733 -9.29357e-07 -9.15301e-05 0.000842757 4.97296e-05 -0.000200874
internal_weight=0 503 131 372 215 157 96 3221 3132 1849 1766 1705 1283 139 1638 1144 145 999 903 96 169 123
internal_count=3724 503 131 372 215 157 96 3221 3132 1849 1766 1705 1283 139 1638 1144 145 999 903 96 169 123
is_linear=0
shrinkage=0.0995203


Tree=5451
num_leaves=32
num_cat=0
split_feature=3 3 18 26 8 6 5 9 17 4 6 6 26 3 20 17 9 26 3 20 17 3 18 8 26 30 6 17 20 8 5
split_gain=0.00564347 0.0147061 0.0277805 0.00547446 0.00864436 0.0120598 0.00814415 0.00473919 0.0109036 0.0115063 0.00780308 0.0463487 0.00651314 0.0116131 0.00859311 0.00651674 0.00631073 0.00651891 0.00537765 0.00487814 0.00647894 0.00597153 0.00577217 0.00448771 0.00613763 0.00391867 0.00383507 0.0040894 0.00307438 0.00257856 0.00189951
threshold=0.084505000000000011 0.083815000000000014 -0.01137 0.089075000000000029 -0.085605000000000001 0.038300000000000008 -0.02504 0.085765000000000022 0.11180000000000002 0.081540000000000015 -0.087954999999999992 -0.091059999999999988 -0.088764999999999997 0.09940000000000003 -0.004729999999999999 -0.019465 0.085145000000000012 0.085465000000000027 0.086015000000000022 -0.084949999999999984 -0.084209999999999993 0.11604000000000002 -0.016464999999999997 -0.092984999999999998 0.087675000000000017 0.086750000000000022 -0.084184999999999996 -0.56005499999999986 -0.09638999999999999 -0.079219999999999999 -0.4345
decision_type=2 2 2 2 2 2 2 2 2 2 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 30 -1 8 16 -10 11 12 -9 15 -15 -14 19 -18 -12 20 -2 22 -21 24 -20 -23 -25 -28 -22 -11 -6
right_child=7 2 -4 -5 5 -7 -8 10 9 29 18 -13 13 14 -16 -17 17 -19 23 21 28 25 -24 26 -26 -27 27 -29 -30 -31 -32
leaf_value=-0.0012062034697407299 1.8096890218290208e-05 -0.0026809143907694502 0.00026501473132880475 -0.00091416604841229544 0.0006209042456623348 0.0019395058935356062 0.0003159806799346484 0.0010779498381373041 0.0019405316365133333 0.00056359209151684545 0.0010670658117181338 0.0033667298193832853 -0.00030580932643190981 -0.0017272399266282914 9.8118190766893654e-06 0.00098271512957240847 -0.0001371987019591901 -0.0017322824981731812 -0.0013489802196635231 -0.00020345232306903175 -0.00055566261232790914 -0.00068856543702204098 0.00044379302382002451 -0.00074476051273633854 0 0.00017846521781175522 -0.00081535501619096028 0.0001275739678177599 -0.0016755550256202644 -0.00047197365128011376 -0.00016050351416255503
leaf_weight=69 90 65 61 56 47 49 69 57 49 49 49 50 65 57 54 94 51 53 55 247 51 177 302 56 83 71 47 1316 52 46 87
leaf_count=69 90 65 61 56 47 49 69 57 49 49 49 50 65 57 54 94 51 53 55 247 51 177 302 56 83 71 47 1316 52 46 87
internal_value=0 -0.000317374 -0.00124821 -4.09956e-06 0.000152116 0.000602484 -0.000439179 4.10224e-05 -0.000111395 0.000701329 0.00013659 0.000544226 0.000110147 -9.11357e-05 -0.000874813 0.000450811 -0.00021912 -0.00095795 4.03902e-05 -0.000140678 -0.000589839 -3.08829e-05 0.0001511 7.55414e-06 -0.000533633 -0.000437042 6.07623e-05 9.44585e-05 -0.00112899 5.35432e-05 0.000107463
internal_weight=0 503 126 377 321 183 138 3221 1238 144 1983 377 327 270 111 159 1094 104 1606 990 193 797 549 1557 138 248 1419 1363 103 95 134
internal_count=3724 503 126 377 321 183 138 3221 1238 144 1983 377 327 270 111 159 1094 104 1606 990 193 797 549 1557 138 248 1419 1363 103 95 134
is_linear=0
shrinkage=0.0995203


Tree=5452
num_leaves=32
num_cat=0
split_feature=8 8 18 18 2 6 2 18 18 18 18 8 0 3 3 3 1 3 8 5 4 3 3 1 0 6 0 6 2 8 8
split_gain=0.0054931 0.0193021 0.00792812 0.0296796 0.00520925 0.00792156 0.00438346 0.00407317 0.0372453 0.00574965 0.0183197 0.0166017 0.00819564 0.00428989 0.0133669 0.00881998 0.00506513 0.0103687 0.00883347 0.00441392 0.00707029 0.00400764 0.00670367 0.00526788 0.00460476 0.0116148 0.0104476 0.0035144 0.0032166 0.0036526 0.00209898
threshold=-0.088734999999999994 -0.089779999999999985 0.087505000000000013 0.044095000000000009 -0.079844999999999985 -0.083069999999999991 0.50951500000000005 -0.025079999999999998 -0.019539999999999998 -0.070914999999999992 -0.064960000000000004 -0.080724999999999991 -0.075709999999999986 0.084620000000000015 0.08544000000000003 0.08400500000000001 -0.079250000000000001 0.088605000000000017 -0.083294999999999994 -0.014739999999999998 0.089860000000000023 0.084795000000000023 0.081685000000000021 -0.49837999999999999 -0.082794999999999994 -0.007045 -0.082039999999999988 0.087975000000000012 -0.079604999999999995 -0.092844999999999997 -0.096609999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 27 -6 28 9 -9 21 -11 -12 -13 15 -15 19 18 -18 -16 20 -10 22 -2 -23 25 -25 -26 -4 30 -30 -1
right_child=7 -3 4 -5 5 -7 -8 8 13 10 11 12 -14 14 16 -17 17 -19 -20 -21 -22 23 -24 24 26 -27 -28 -29 29 -31 -32
leaf_value=5.3617372739404221e-05 -0.00027897166279639474 0.0020360631340351197 -0.00026848155520301376 0.0027418976494477301 -0.00090544452944509317 0.00068518545372499122 0.0010552045507143594 -0.0028572706538390023 -0.0012759519568051728 0.0021075206497200801 0.0012622527682585464 -0.0014511984738878371 0.00017633642106731391 -0.0015760466024648942 0.00059673496191379864 0.0015699743388434416 0.00092152464168086844 -5.8164482471294728e-05 -0.00073277379669875508 0.00075254449417908563 0.00026716522295539463 -0.0008469221189465289 0.0013084607646002405 -4.7986745929917126e-06 0.0016205272622380634 -0.0016073453274996631 5.1482010372041604e-05 -0.0013854175717491525 -1.7657475522117993e-05 -0.00098698854474029807 0.00068860917843105787
leaf_weight=130 47 57 60 47 49 84 46 48 46 57 73 61 60 59 64 47 122 863 211 59 80 77 58 247 46 55 504 56 204 48 89
leaf_count=130 47 57 60 47 49 84 46 48 46 57 73 61 60 59 64 47 122 863 211 59 80 77 58 247 46 55 504 56 204 48 89
internal_value=0 0.000264643 0.000139441 0.000346642 -0.000326595 9.30087e-05 0.000127308 -2.04668e-05 -0.000126731 0.000111127 0.000538442 7.32037e-05 -0.000637391 -4.16991e-05 -0.000111585 0.000352099 -4.23615e-05 6.23467e-05 -0.000420384 3.82678e-05 -0.000289698 6.60613e-06 0.0005901 -5.84619e-05 1.18349e-05 -0.000299364 0.0001842 -0.00081475 3.49475e-05 -0.000205541 0.000315412
internal_weight=0 870 813 564 249 133 517 2884 1599 1285 251 194 121 1551 1319 232 1260 985 275 185 126 1034 105 929 852 302 550 116 471 252 219
internal_count=3754 870 813 564 249 133 517 2884 1599 1285 251 194 121 1551 1319 232 1260 985 275 185 126 1034 105 929 852 302 550 116 471 252 219
is_linear=0
shrinkage=0.0995203


Tree=5453
num_leaves=21
num_cat=0
split_feature=17 26 26 1 1 1 1 3 3 18 3 18 18 3 20 1 0 10 6 1
split_gain=0.005822 0.00432286 0.016851 0.011767 0.0231659 0.00998864 0.00665605 0.00475088 0.0287365 0.043817 0.015757 0.00716033 0.00582237 0.00530567 0.00507353 0.00449453 0.00431045 0.00395946 0.00361876 0.00274197
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 7 4 18 -5 -7 8 11 -10 12 -2 -9 -12 -13 -8 -17 -15 -3 -1
right_child=1 3 -4 5 -6 6 15 10 9 -11 13 14 -14 17 -16 16 -18 -19 -20 -21
leaf_value=-0.0012866924000002617 0.001086340368845886 -0.00049220162683362282 0.0018879965040672761 0.0014838170480852429 -0.0023219115028182669 -0.00092501379165005392 0.00096348485683078083 -0.00040634005680145909 0.00012945714347605038 0.0037622663388698582 0.0010587522613926487 0.0006850452476320942 -0.0019386540272942152 4.5008681787865503e-05 -7.8860879577015756e-05 0.00015732153105773455 -0.00078522719856895283 -0.00087250068186625629 0.00063146824106855308 -0.00017622637301604199
leaf_weight=46 63 64 52 46 67 73 53 48 83 55 50 95 54 1542 918 240 60 48 51 46
leaf_count=46 63 64 52 46 67 73 53 48 83 55 50 95 54 1542 918 240 60 48 51 46
internal_value=0 6.07456e-05 0.000111329 -0.000170654 -0.000850902 8.99107e-05 -5.86835e-05 7.97978e-05 0.000230998 0.00158325 -2.51038e-05 5.68072e-05 -0.00122559 4.90616e-05 -6.41296e-06 0.000118154 -2.84596e-05 1.67954e-05 0 -0.000740358
internal_weight=0 3662 3008 654 182 472 426 2956 1214 138 1742 1076 102 1640 1013 353 300 1590 115 92
internal_count=3754 3662 3008 654 182 472 426 2956 1214 138 1742 1076 102 1640 1013 353 300 1590 115 92
is_linear=0
shrinkage=0.0995203


Tree=5454
num_leaves=29
num_cat=0
split_feature=17 17 8 8 9 9 3 9 9 9 1 9 9 8 9 3 3 9 17 0 8 21 0 0 17 0 1 2
split_gain=0.00473422 0.00605294 0.00352373 0.0155306 0.00578782 0.0140492 0.0280609 0.00529139 0.0195054 0.0106876 0.0141444 0.00764336 0.00563006 0.0058723 0.0111296 0.00423154 0.0115449 0.00852406 0.00664408 0.00474404 0.0036681 0.00332587 0.00308952 0.00911725 0.00574918 0.00401811 0.00360936 0.00265643
threshold=-0.56005499999999986 -0.57205499999999987 -0.088734999999999994 -0.089779999999999985 0.085075000000000026 0.081095000000000014 0.084620000000000015 0.094085000000000016 0.095415000000000014 0.091885000000000022 -0.079629999999999992 0.093335000000000015 0.096305000000000016 -0.076704999999999995 0.097035000000000024 0.084620000000000015 0.084895000000000012 0.08401500000000002 -0.010239999999999999 -0.073664999999999994 -0.092545000000000002 0.10168500000000003 -0.089449999999999988 -0.084834999999999994 -0.0087149999999999988 -0.14028499999999997 0.18123500000000006 -0.081559999999999994
decision_type=2 2 2 2 2 2 2 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 20 -7 9 -9 15 -11 27 -10 -14 -15 17 -17 18 -4 -18 21 -2 25 -24 -25 -6 -27 -12
right_child=2 -3 7 -5 22 6 -8 8 12 10 11 -13 13 14 -16 16 19 -19 -20 -21 -22 -23 23 24 -26 26 -28 -29
leaf_value=9.8721940387624059e-05 0.00033641724527834114 -0.00141452645215989 0.00050548744757060384 0.0018201023701384124 -0.00066006508000093788 -5.4858392558800999e-05 0.0030795054249888702 0.0016288015505950867 -0.00090147378710982401 -0.002069811630268815 -0.0012869031404366391 0.00081857271629411045 -0.00089720924922077547 0.0015320256520448331 7.2764273013158789e-05 -0.0016091853211718369 -0.00010382714528368124 0.0011931887015393743 -0.00061481116863100081 0.00037163576829429791 -0.00075428264799283105 -0.00054914493310385861 -0.0014234544755846543 -0.00067643988440659985 0.00082393612198562467 0.0007909711886815989 -0.0001954419750750107 -0.00019287443680504452
leaf_weight=53 227 50 117 57 52 64 50 87 57 59 46 46 50 58 497 47 1251 83 95 249 50 51 64 49 52 83 64 46
leaf_count=53 227 50 117 57 52 64 50 87 57 59 46 46 50 58 497 47 1251 83 95 249 50 51 64 49 52 83 64 46
internal_value=0 -0.000627917 5.58024e-05 0.000231538 0.00011818 0.000360799 0.00131268 1.11135e-06 0.000227614 -8.16899e-05 -0.000778442 -0.000220402 4.2233e-05 0.000132497 0.000226739 -6.72851e-06 -7.30331e-05 0.000338202 0 -2.43545e-05 2.74661e-05 0.000171013 -0.000174181 -0.000493345 8.79257e-05 8.63401e-05 0.000355944 -0.000748787
internal_weight=0 103 3651 863 806 442 114 2788 749 2039 197 138 662 605 555 1842 1547 295 212 1500 328 278 364 165 101 199 147 92
internal_count=3754 103 3651 863 806 442 114 2788 749 2039 197 138 662 605 555 1842 1547 295 212 1500 328 278 364 165 101 199 147 92
is_linear=0
shrinkage=0.0995203


Tree=5455
num_leaves=30
num_cat=0
split_feature=8 8 26 26 1 9 18 9 9 4 18 18 26 26 5 26 5 8 26 8 18 18 18 18 5 8 27 1 6
split_gain=0.00351124 0.012586 0.00673526 0.0149499 0.026423 0.00522136 0.00438084 0.00499557 0.0100277 0.00300268 0.00299389 0.0297022 0.00581798 0.0151497 0.0140432 0.0129022 0.0104867 0.0108061 0.0039632 0.00395173 0.0122589 0.00296308 0.0121253 0.00404321 0.0113432 0.00473471 0.00295417 0.00316995 0.00169209
threshold=-0.088734999999999994 -0.089779999999999985 0.086420000000000011 0.082250000000000031 -0.079250000000000001 -0.094329999999999997 0.092750000000000013 0.09055500000000001 0.088035000000000016 0.079355000000000023 -0.025079999999999998 -0.019539999999999998 0.090385000000000021 0.091765000000000027 -0.017704999999999995 0.089365000000000014 0.054660000000000007 -0.077604999999999993 0.088115000000000013 -0.085764999999999994 -0.060544999999999995 -0.015069999999999998 -0.011569999999999999 -0.0079049999999999988 -0.01504 -0.08731499999999999 0.085775000000000032 0.0036400000000000009 0.089985000000000023
decision_type=2 2 2 2 2 2 2 2 2 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 -1 7 8 9 -4 12 -12 15 -14 -15 18 -16 -18 19 -2 -21 -13 -23 24 -24 -25 27 -7 -8
right_child=10 -3 6 4 -6 26 28 -9 -10 -11 11 21 13 14 16 -17 17 -19 -20 20 -22 22 23 25 -26 -27 -28 -29 -30
leaf_value=0.00067390294235115001 -0.00064943072337292752 0.0016389653532610728 0.00053190518979177339 0.00016263697882511462 0.0031141543214112982 0.00031071914797368619 -0.0012406234674620896 0.00077813352312916843 -0.0015234323451924752 -0.00042050067928271881 -0.0025490850060277685 -0.00078854084641470569 0.0017992098076748985 -0.0014176828009640114 0.0014068221619482522 -0.0015702333341328285 0.0013948405406194822 -0.00032724948620948462 0.00074064770126471252 -6.7973458617123615e-05 0.0014697512376397582 0.0013530556424212884 -0.0017999840792313866 -0.00069309509656762251 0.00035305028081160128 2.8468274413817318e-05 -0.00076956988582417628 -0.00052615684899827626 -0.00035866018717214552
leaf_weight=87 88 57 84 82 48 116 47 60 47 53 48 50 65 49 76 52 46 167 74 612 56 62 47 97 49 1246 70 73 46
leaf_count=87 88 57 84 82 48 116 47 60 47 53 48 50 65 49 76 52 46 167 74 612 56 62 47 97 49 1246 70 73 46
internal_value=0 0.000208394 0.000107089 0.000348798 0.00125873 4.55201e-06 -0.000231888 -6.97218e-06 -0.000267434 0.000157481 -1.9531e-05 -0.000110664 9.32345e-05 0.000406731 0.000136525 -4.90791e-05 0.000402874 4.08142e-05 4.52359e-05 -2.17507e-05 5.97122e-05 -3.46728e-05 -9.01524e-06 -6.82696e-05 -0.000692512 -2.30381e-05 -0.000217127 -8.18737e-06 -0.000813186
internal_weight=0 870 813 476 130 346 337 244 184 137 2884 1599 1285 403 338 882 289 213 830 756 668 1551 1501 1439 96 1343 259 189 93
internal_count=3754 870 813 476 130 346 337 244 184 137 2884 1599 1285 403 338 882 289 213 830 756 668 1551 1501 1439 96 1343 259 189 93
is_linear=0
shrinkage=0.0995203


Tree=5456
num_leaves=11
num_cat=0
split_feature=27 21 25 26 9 26 1 3 21 26
split_gain=0.00965803 0.0114859 0.00362466 0.00326683 0.00499956 0.00837572 0.00759486 0.00318382 0.00414751 0.00356341
threshold=0.11823500000000002 0.15665000000000004 0.096120000000000025 0.41344500000000012 0.11351500000000002 -0.0083299999999999989 -0.049499999999999995 0.086015000000000022 0.086155000000000023 0.12396500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 8 -1 -9
right_child=-2 -3 -4 -5 5 6 -8 9 -10 -11
leaf_value=0.00027296013287204067 0.001423131449281664 -0.0014251111996224596 0.00078477038094819569 -0.0006825726600896084 -0.00033742441330319463 0.00021694223914485222 0.0019058784152981255 -3.6908853317872512e-05 -0.00036132462072677808 -0.00076293817723637218
leaf_weight=654 48 55 61 66 65 53 55 2478 120 69
leaf_count=654 48 55 61 66 65 53 55 2478 120 69
internal_value=0 2.02039e-06 2.39234e-05 1.06565e-05 2.39856e-05 0.0005456 0.00108463 -2.94025e-06 0.000173564 -5.68989e-05
internal_weight=0 3676 3621 3560 3494 173 108 3321 774 2547
internal_count=3724 3676 3621 3560 3494 173 108 3321 774 2547
is_linear=0
shrinkage=0.0995203


Tree=5457
num_leaves=13
num_cat=0
split_feature=9 0 6 9 26 7 9 26 6 0 5 9
split_gain=0.00813348 0.0124673 0.0115374 0.0029463 0.0252274 0.0181054 0.00392603 0.00571691 0.00354931 0.00346604 0.00505237 0.00425871
threshold=0.13087500000000005 -0.059114999999999994 0.21988000000000005 0.11351500000000002 0.11861500000000001 0.089755000000000015 0.10341500000000002 0.11275500000000002 -0.042294999999999992 0.076335000000000014 0.51390500000000017 0.095415000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 9 8 -8 10 -1 -11
right_child=1 -3 -4 4 -6 -7 7 -9 -10 11 -12 -13
leaf_value=2.6716098161736419e-05 -7.7746862721269285e-05 0.0020035522271593625 -0.0014249429745093242 0.00072319935587905441 -0.0021169538915997597 0.0017459218251284999 -0.00062416819586753815 -0.0014182518238209658 0.00050114027030214966 -0.00072828872865674942 0.00074321434828621613 0.00031691906796035173
leaf_weight=2931 63 51 56 74 53 60 59 46 52 123 101 55
leaf_count=2931 63 51 56 74 53 60 59 46 52 123 101 55
internal_value=0 0.00084618 -7.44371e-06 1.46614e-05 -0.000455616 3.23281e-05 1.54865e-06 -0.000484116 -8.96217e-05 2.55574e-05 5.08536e-05 -0.000400732
internal_weight=0 114 3610 3554 127 3427 3367 157 111 3210 3032 178
internal_count=3724 114 3610 3554 127 3427 3367 157 111 3210 3032 178
is_linear=0
shrinkage=0.0995203


Tree=5458
num_leaves=9
num_cat=0
split_feature=21 4 25 36 12 0 18 0
split_gain=0.00783758 0.00564838 0.00405583 0.00509769 0.00674403 0.00274401 0.0117603 0.00599748
threshold=0.16638500000000003 0.15221500000000004 0.096120000000000025 0.090760000000000021 -0.0088449999999999987 -0.073464999999999989 0.089505000000000015 -0.075424999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6
right_child=-2 -3 -4 -5 5 6 -8 -9
leaf_value=0.0012185271233609088 -0.0011307834286165609 0.0010362379578268903 0.00085246764862881167 -0.00092731345396501557 -1.8968762410231609e-05 -6.4228063731793154e-05 0.00073690052785963618 -0.00086984877576228817
leaf_weight=46 58 55 57 57 2453 664 249 85
leaf_count=46 58 55 57 57 2453 664 249 85
internal_value=0 3.50065e-05 1.95298e-05 5.94057e-06 2.13864e-05 5.19194e-06 0.000153365 -4.77881e-05
internal_weight=0 3666 3611 3554 3497 3451 913 2538
internal_count=3724 3666 3611 3554 3497 3451 913 2538
is_linear=0
shrinkage=0.0995203


Tree=5459
num_leaves=17
num_cat=0
split_feature=30 21 8 3 26 8 21 9 6 29 3 10 18 18 9 3
split_gain=0.00882352 0.0119653 0.00340602 0.00403567 0.00615856 0.00689753 0.00609701 0.0118021 0.0107617 0.00431022 0.00392811 0.00464278 0.00456673 0.00436354 0.00330268 0.00305513
threshold=0.12371500000000002 0.16638500000000003 -0.49499500000000002 0.11125500000000002 -1.0000000180025095e-35 0.0012600000000000003 0.015410000000000002 0.11296000000000002 -0.083069999999999991 -0.055059999999999998 0.086015000000000022 0.086030000000000023 -0.011569999999999999 -0.016464999999999997 0.085145000000000012 0.086375000000000021
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 9 7 -6 -8 -5 12 15 13 -4 -14 -12
right_child=-2 -3 3 4 6 -7 8 -9 -10 -11 11 -13 14 -15 -16 -17
leaf_value=-0.00058268991618840298 0.0013847493656034505 -0.0015971813933846517 0.00027577457784760571 -0.00024405462365505596 0.0012588837734833426 -0.00098780946135118173 -0.0008445217577036935 -0.00029708396597083719 0.00054056841462539224 0.00098226936032387775 -0.00075716437513196158 -0.00091263540011930246 -0.00022516571303716503 0.0012122102608330446 0.00032388364724406896 -4.065353688540324e-05
leaf_weight=91 46 46 262 70 166 73 81 67 176 47 61 66 302 62 169 1939
leaf_count=91 46 46 262 70 166 73 81 67 176 47 61 66 302 62 169 1939
internal_value=0 -1.97836e-06 1.79998e-05 3.36681e-05 0.000251676 -0.000226459 0.000438745 0.000807946 0.000100837 0.000241575 -1.78616e-05 -9.04576e-05 0.000169767 0.000457496 -2.64227e-05 -6.29164e-05
internal_weight=0 3678 3632 3541 680 190 490 233 257 117 2861 2066 795 324 471 2000
internal_count=3724 3678 3632 3541 680 190 490 233 257 117 2861 2066 795 324 471 2000
is_linear=0
shrinkage=0.0995203


Tree=5460
num_leaves=14
num_cat=0
split_feature=4 21 4 9 10 9 9 5 8 26 3 27 5
split_gain=0.0189295 0.00677655 0.0116384 0.0153731 0.00373392 0.00420987 0.0124269 0.00683872 0.00654944 0.00339331 0.00739927 0.00336596 0.00288534
threshold=0.15730000000000002 0.12208500000000003 0.11208500000000003 0.097510000000000027 0.09056500000000002 0.097990000000000022 0.099125000000000033 0.070325000000000013 -0.050299999999999997 -0.14859999999999998 0.094970000000000013 -0.01137 -0.16183
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 9 -7 8 -8 10 -1 -11 -13
right_child=-2 2 -4 -5 -6 6 7 -9 -10 11 -12 12 -14
leaf_value=0.00033078182647527303 -0.0019821506845572327 -0.0022302511709585146 0.00038845898011445216 -0.00017121190156302963 0.00071637786004100687 -0.0018169753910510782 0.00010688561006942283 0.00076378972994016719 -0.00084779770013295418 -0.00072496433315511117 -0.0013798578425843879 0.00032380227316038384 3.9785334511287071e-05
leaf_weight=49 49 64 85 84 75 47 159 73 127 52 50 417 2430
leaf_count=49 49 64 85 84 75 47 159 73 127 52 50 417 2430
internal_value=0 -1.2885e-05 -0.000532613 -0.00106714 2.16877e-05 6.14111e-06 -0.00029433 -9.27064e-05 -0.000314185 4.71051e-05 -0.000524909 6.69216e-05 8.16728e-05
internal_weight=0 3712 233 148 3479 3404 406 359 286 2998 99 2899 2847
internal_count=3761 3712 233 148 3479 3404 406 359 286 2998 99 2899 2847
is_linear=0
shrinkage=0.0995203


Tree=5461
num_leaves=22
num_cat=0
split_feature=4 21 17 20 2 2 21 20 8 1 9 2 5 9 9 4 2 20 20 5 2
split_gain=0.0153495 0.00560386 0.0140582 0.00942149 0.00276335 0.0084949 0.0201585 0.0147248 0.016648 0.00424018 0.00951155 0.00935489 0.00900358 0.00815221 0.0116517 0.00568539 0.00289525 0.00256071 0.00314544 0.00931112 0.00546221
threshold=0.15730000000000002 0.12393500000000003 -0.24445500000000001 -0.012970000000000001 -0.081055000000000002 -0.082275000000000001 0.089005000000000015 -0.013254999999999999 -0.088429999999999995 -0.083899999999999988 0.083715000000000026 -0.089549999999999991 -0.080119999999999983 0.083715000000000026 0.084835000000000022 0.07665000000000001 -0.080744999999999997 -0.14946999999999996 -0.085349999999999995 -0.080724999999999991 -0.080484999999999987
decision_type=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 9 7 -7 -9 13 11 -11 -12 15 -15 -1 -6 -18 19 -19 -20
right_child=-2 2 3 -5 16 6 -8 8 -10 10 12 -13 -14 14 -16 -17 17 18 20 -21 -22
leaf_value=-0.0011178104974359396 -0.0017848866303967227 -0.0015009050733834034 0.0011502608291960555 -0.00056682731315211676 -0.00079872267521320336 -0.0011779345325323165 0.0024911541314318513 -0.00068150012381739896 0.0017137113461357962 -0.00014799576282779458 0.0002593208086190786 0.0018237669832889048 -0.00050069083816820187 0.0011665045868178778 0.00010069469798905137 0.00027308417396389319 0.00057785534009424839 -0.0016507189227779157 0.0009255109940999233 0.0001510605233295226 -6.6166137239577778e-05
leaf_weight=69 49 85 54 76 52 54 48 46 75 48 226 46 480 138 393 49 63 47 57 70 1536
leaf_count=69 49 85 54 76 52 54 48 46 75 48 226 46 480 138 393 49 63 47 57 70 1536
internal_value=0 -1.15588e-05 -0.000504845 0.000140128 1.8535e-05 0.000111144 0.000683084 0.000182478 0.00079637 2.25576e-05 -0.000130146 0.000808201 -0.000256241 0.000212052 0.000379227 -0.000533298 -6.58612e-05 -4.39055e-05 -6.72912e-05 -0.000565735 -3.01685e-05
internal_weight=0 3712 215 130 3497 1672 223 175 121 1449 800 94 706 649 531 118 1825 1773 1710 117 1593
internal_count=3761 3712 215 130 3497 1672 223 175 121 1449 800 94 706 649 531 118 1825 1773 1710 117 1593
is_linear=0
shrinkage=0.0995203


Tree=5462
num_leaves=18
num_cat=0
split_feature=4 21 21 20 21 20 21 21 2 3 10 9 9 1 9 4 18
split_gain=0.0124465 0.00497604 0.00829479 0.00969808 0.00733103 0.00675724 0.0171459 0.0136313 0.0102047 0.00817642 0.00353551 0.00379027 0.0161095 0.0215411 0.00715134 0.00537698 0.00459982
threshold=0.15730000000000002 0.096850000000000033 0.099685000000000024 -0.092114999999999989 0.095375000000000029 -0.058504999999999995 0.10702000000000002 0.10702000000000002 -0.077714999999999992 0.11693000000000002 0.09056500000000002 0.086070000000000021 0.085405000000000023 -0.081224999999999992 0.086345000000000019 0.10716000000000002 0.088635000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 10 6 -5 -7 -8 -9 11 12 16 -14 -13 -16 -1
right_child=-2 2 3 5 -6 7 8 9 -10 -11 -12 14 13 -15 15 -17 -18
leaf_value=-4.2642688400822169e-05 -0.0016072544572359152 -0.0013577922443173901 -0.0011072682759288809 0.0015891402430401028 0.0012661056463290172 -0.0014868371048158589 0.00072272784826971288 0.0005780464754064897 -0.00085217762591098295 -0.00057521647777639346 0.00070967606191376959 -0.0012731370172401496 -0.00022126291894726817 0.0025986908717395619 -2.0807599997187539e-05 -0.0009999150579848837 0.00052742394600717164
leaf_weight=1123 49 61 89 81 48 73 71 136 95 110 73 50 49 58 1377 58 160
leaf_count=1123 49 61 89 81 48 73 71 136 95 110 73 50 49 58 1377 58 160
internal_value=0 -1.03645e-05 -0.000246246 -0.000141478 4.57345e-05 8.93981e-06 0.000401122 -0.000292159 -0.000173642 5.9032e-05 2.55864e-05 7.93176e-06 0.000126305 0.00129966 -0.000102317 -6.09518e-05 2.7811e-05
internal_weight=0 3712 716 655 2996 566 247 319 166 246 2948 2875 1390 107 1485 1435 1283
internal_count=3761 3712 716 655 2996 566 247 319 166 246 2948 2875 1390 107 1485 1435 1283
is_linear=0
shrinkage=0.0995203


Tree=5463
num_leaves=11
num_cat=0
split_feature=29 21 26 26 2 2 26 1 23 2
split_gain=0.011958 0.00555526 0.00327152 0.0114079 0.00400188 0.00556798 0.0211839 0.00379596 0.00356212 0.00444765
threshold=0.12737000000000004 0.16638500000000003 -0.2382 -0.22491999999999998 -0.081055000000000002 -0.082139999999999991 0.085155000000000022 -0.0046399999999999992 0.086650000000000019 0.10166000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 -5 9 -6
right_child=-2 -3 3 4 8 6 -8 -9 -10 -11
leaf_value=0.00064831131532239238 -0.0015891561588843714 -0.0010294371365613206 -0.0013797723890896139 0.0001379148081290155 -0.00013049767982226606 0.0024977359719039536 2.9912227119927843e-05 -0.00029891545977703114 -0.00091077257106769965 0.00026631739724222633
leaf_weight=77 48 52 59 1173 1539 46 140 236 50 341
leaf_count=77 48 52 59 1173 1539 46 140 236 50 341
internal_value=0 -7.93037e-06 6.35529e-06 -7.20833e-06 1.55329e-05 0.000132371 0.000644636 6.41671e-05 -8.06012e-05 -5.80867e-05
internal_weight=0 3713 3661 3584 3525 1595 186 1409 1930 1880
internal_count=3761 3713 3661 3584 3525 1595 186 1409 1930 1880
is_linear=0
shrinkage=0.0995203


Tree=5464
num_leaves=24
num_cat=0
split_feature=9 9 9 17 18 18 18 7 18 9 9 0 1 0 20 9 0 21 26 1 27 1 0
split_gain=0.00498863 0.00534684 0.0242041 0.0359915 0.005185 0.00455591 0.00627295 0.00716413 0.00465296 0.00325857 0.0123901 0.0244283 0.00447388 0.00868259 0.00353999 0.0152136 0.0101023 0.00558239 0.0140031 0.00442245 0.0034957 0.00369429 0.00316417
threshold=0.23438500000000004 0.083955000000000016 0.081095000000000014 -0.012064999999999999 -0.022504999999999997 -0.14734 -0.097059999999999994 0.077315000000000023 -0.085709999999999995 0.095055000000000014 0.093705000000000024 -0.077544999999999989 -0.49056499999999997 0.019150000000000004 -0.083495 0.08895500000000002 -0.086109999999999992 0.096665000000000015 0.087395000000000014 0.05340000000000001 0.081615000000000021 0.23993500000000004 -0.060944999999999999
decision_type=2 2 2 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 22 -7 8 -8 10 14 -12 -11 20 15 16 -3 19 -19 -16 21 -14 -1
right_child=-2 9 3 -5 -6 6 7 -9 -10 12 11 -13 13 -15 17 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=4.5990513242990749e-05 0.0010283638629065442 0 -0.0007865292737690182 0.0027219461410689289 0.00060092533897352404 -0.0010348423129818156 0.00086776719131272768 -0.0011304300643140038 -1.5606439535038671e-05 0.00095502977310413001 0.0002677082560761088 -0.0028002752318555734 9.5329319389786803e-05 -0.0012495282625398657 -5.6307968935809714e-05 0.0007148740742303879 -0.0016783888517428079 0.001761997326901583 -0.00025227131009836705 -0.00085103553983475945 -0.00072512612358100338 0.00095213677514589042 0.0012261268568871174
leaf_weight=47 47 56 48 85 60 65 64 54 746 54 52 50 578 50 1176 72 93 57 84 74 46 55 46
leaf_count=47 47 56 48 85 60 65 64 54 746 54 52 50 578 50 1176 72 93 57 84 74 46 55 46
internal_value=0 -3.2484e-06 0.000167751 0.00118999 -8.14136e-06 -2.44924e-05 -9.17459e-05 -1.98478e-05 5.31804e-05 -8.67819e-05 -0.000163781 -0.00122818 8.07245e-05 1.48381e-05 -9.59226e-05 -0.000466237 -0.00104247 -3.64992e-05 0.000556202 -0.000104011 0.000109149 0.000171069 0.000638517
internal_weight=0 3712 1215 193 108 1022 929 864 810 2497 1714 102 783 729 1612 221 149 1391 141 1250 679 633 93
internal_count=3759 3712 1215 193 108 1022 929 864 810 2497 1714 102 783 729 1612 221 149 1391 141 1250 679 633 93
is_linear=0
shrinkage=0.0995203


Tree=5465
num_leaves=10
num_cat=0
split_feature=24 4 4 8 4 4 4 20 2
split_gain=0.00485666 0.00513682 0.00380394 0.0064296 0.00420681 0.00444796 0.00527014 0.0042024 0.00180368
threshold=0.10415500000000003 0.15615500000000004 0.13707500000000003 -0.36115499999999995 0.13300500000000004 0.12061000000000001 0.11706000000000001 0.10634000000000003 -0.0031199999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 -7
right_child=-2 -3 3 -5 -6 8 -8 -9 -10
leaf_value=-5.6491585797200769e-06 -0.00098576943836189458 0.0010445755052873669 0.00024544114260407763 -0.0012442714161925619 0.00089827123722515203 -0.00021064021592037346 0.0010259025745965309 0.00058919114309976205 -0.001113431463967229
leaf_weight=3228 48 48 52 62 54 47 52 122 46
leaf_count=3228 48 48 52 62 54 47 52 122 46
internal_value=0 2.15951e-05 7.96641e-06 -0.000557573 2.63632e-05 1.26574e-05 3.145e-05 1.57693e-05 -0.000665985
internal_weight=0 3711 3663 114 3549 3495 3402 3350 93
internal_count=3759 3711 3663 114 3549 3495 3402 3350 93
is_linear=0
shrinkage=0.0995203


Tree=5466
num_leaves=21
num_cat=0
split_feature=24 26 26 30 1 20 20 17 17 17 8 8 21 21 8 21 21 29 5 20
split_gain=0.00393822 0.00390903 0.0195154 0.00609197 0.00425748 0.00655563 0.00951482 0.00415728 0.00904075 0.0165898 0.00566066 0.00560886 0.00502208 0.00923706 0.00668345 0.00344939 0.00400657 0.00297756 0.00197522 0.000459577
threshold=0.10415500000000003 0.083825000000000024 0.082250000000000031 0.11955500000000002 0.061835000000000008 -0.07650499999999999 -0.00059999999999999995 0.51292000000000015 0.066010000000000027 0.15091000000000004 -0.077889999999999987 -0.078054999999999999 0.10384500000000002 0.11507000000000002 -0.070134999999999989 0.15544000000000005 0.11754000000000002 0.0035350000000000004 -0.42676999999999993 -0.017315000000000001
decision_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 15 7 -6 -7 8 12 -10 -9 -11 14 -14 -3 16 17 -1 -8 -18
right_child=-2 4 -4 -5 5 6 18 10 9 11 -12 -13 13 -15 -16 -17 19 -19 -20 -21
leaf_value=7.0559761332113021e-05 -0.00088766545850428613 -3.6108511476975574e-05 0.0016259315001617561 0.0011585363463033527 -0.0012040395883357289 0.00082534716170552314 -0.00026732062211589426 3.7315897538788616e-05 0.0016340004900228134 -0.00025294510246296837 -0.0014218362013125364 0.0008046904495423641 0.001517405125966614 -0.00010671568704249306 -0.0005946606030854234 0.00085582539071729928 -0.00039041894872480267 -0.00063070969558722391 -0.0011785143356916892 -0.00088102615038269645
leaf_weight=1197 48 1084 83 48 79 66 52 56 91 170 48 70 53 98 265 47 47 63 48 46
leaf_count=1197 48 1084 83 48 79 66 52 56 91 170 48 70 53 98 265 47 47 63 48 46
internal_value=0 1.94459e-05 0.000141499 5.58449e-05 -6.58954e-05 -0.000456875 -9.63643e-05 -1.59685e-05 1.83628e-05 0.000489492 -0.000628268 5.21211e-05 -8.5054e-05 0.000457919 -0.000146438 1.74535e-05 -1.10645e-05 3.48466e-05 -0.00071288 -0.000641888
internal_weight=0 3711 1531 1448 2180 245 166 1935 1831 331 104 240 1500 151 1349 1400 1353 1260 100 93
internal_count=3759 3711 1531 1448 2180 245 166 1935 1831 331 104 240 1500 151 1349 1400 1353 1260 100 93
is_linear=0
shrinkage=0.0995203


Tree=5467
num_leaves=19
num_cat=0
split_feature=9 30 9 9 2 8 24 18 6 0 9 9 0 3 3 4 10 8
split_gain=0.00339382 0.00404371 0.00435595 0.016707 0.0350873 0.00741331 0.00415796 0.00558473 0.0105101 0.00587815 0.00374174 0.00993723 0.0201765 0.00482507 0.00541253 0.00396397 0.00834394 0.00573414
threshold=0.23438500000000004 0.11901000000000002 0.083955000000000016 0.081095000000000014 -0.086414999999999992 -0.08569499999999998 0.083550000000000027 0.092545000000000016 -0.083069999999999991 -0.14824999999999997 0.095055000000000014 0.093705000000000024 -0.077544999999999989 0.11125500000000002 0.098000000000000018 0.10801000000000002 0.086275000000000018 -0.062834999999999988
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 -5 7 9 -9 -1 11 13 -13 14 -4 16 17 -12
right_child=-2 -3 10 4 -6 -7 -8 8 -10 -11 15 12 -14 -15 -16 -17 -18 -19
leaf_value=0.00060513803347150461 0.00084725118920649805 -0.00090186136216963727 -7.0941243861072446e-05 -0.0005819638198237961 0.0028321725902180506 0.00099350869229802201 -0.00078892633125112951 -0.0017588525021102574 8.2521953872425211e-05 -7.9363936359315709e-06 0.00040020092487103671 0.00025654191962333185 -0.0025306812350645493 0.0007862939221717801 -0.00080905863421429304 -0.00059661532656983822 0.001388578644925203 -0.00019062619124980207
leaf_weight=211 47 49 1446 77 68 48 62 46 90 573 308 52 50 60 106 70 53 343
leaf_count=211 47 49 1446 77 68 48 62 46 90 573 308 52 50 60 106 70 53 343
internal_value=0 -3.62361e-06 8.16865e-06 0.000166289 0.00101277 1.64688e-05 0 5.30844e-05 -0.000534277 0.000156018 -6.61772e-05 -0.0001484 -0.00110172 -8.75705e-05 -0.000121881 0.000114845 0.00018675 8.76474e-05
internal_weight=0 3712 3663 1175 193 125 982 920 136 784 2488 1714 102 1612 1552 774 704 651
internal_count=3759 3712 3663 1175 193 125 982 920 136 784 2488 1714 102 1612 1552 774 704 651
is_linear=0
shrinkage=0.0995203


Tree=5468
num_leaves=22
num_cat=0
split_feature=22 5 9 18 0 0 26 0 26 20 18 20 17 18 9 18 18 18 17 20 18
split_gain=0.0435252 0.0073974 0.0106752 0.00428061 0.00333729 0.0109481 0.0267091 0.00555088 0.0171499 0.005573 0.00538334 0.0152769 0.00507572 0.00429939 0.0151226 0.00340943 0.00336247 0.00760363 0.00746373 0.00465469 0.00375079
threshold=0.13292500000000004 0.51659500000000014 0.089645000000000016 -0.13579499999999997 -0.084369999999999987 -0.083390000000000006 0.087825000000000028 -0.085605000000000001 0.087865000000000013 -0.082220000000000001 -0.085709999999999995 -0.085594999999999991 -0.008069999999999999 -0.025879999999999997 0.086115000000000011 -0.013125 -0.14624999999999996 -0.112385 -0.467555 -0.067119999999999999 -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
left_child=1 4 -3 -4 7 6 -6 10 9 -9 11 -1 -13 14 -12 -15 18 -18 -7 -20 -19
right_child=-2 2 3 -5 5 16 -8 8 -10 -11 13 12 -14 15 -16 -17 17 20 19 -21 -22
leaf_value=0.001860270348669284 0.0030924385389504618 0.0018290126772173836 -0.00047858722371949409 0.00076624834967214657 0.0026391922959054254 -0.0012807180195303258 -0.00035259461319827896 -0.00069138761916814461 0.00075847722949866814 -0.0022169180523725568 -0.001764423540337291 0.00027201386881912964 -0.00093563041780752969 0.00057634368200613299 0.00061013026669889231 -9.8999949321420849e-05 0.0012598264077296653 -0.0003146361508912823 0.00078170976888525289 -0.00058934060438324543 0.00011539080986342001
leaf_weight=55 47 55 56 53 55 59 63 51 54 48 60 137 46 79 47 1131 53 239 52 46 1244
leaf_count=55 47 55 56 53 55 59 63 51 54 48 60 137 46 79 47 1131 53 239 52 46 1244
internal_value=0 4.41606e-05 0.000697598 0.00011919 1.34751e-05 0.000107796 0.00103495 -8.60549e-05 -0.000658269 -0.00143931 -2.9227e-05 0.000405638 -2.70738e-05 -0.000108435 -0.000713745 -5.42307e-05 4.26918e-05 8.79681e-05 -0.000395052 0.000129802 4.55357e-05
internal_weight=0 3683 164 109 3519 1811 118 1708 153 99 1555 238 183 1317 107 1210 1693 1536 157 98 1483
internal_count=3730 3683 164 109 3519 1811 118 1708 153 99 1555 238 183 1317 107 1210 1693 1536 157 98 1483
is_linear=0
shrinkage=0.0995203


Tree=5469
num_leaves=11
num_cat=0
split_feature=22 19 21 21 8 8 18 8 0 17
split_gain=0.0352918 0.00593483 0.00510712 0.00531908 0.00400987 0.00692862 0.00988708 0.00687738 0.00447164 0.00386098
threshold=0.13292500000000004 -0.10411999999999999 -0.13730999999999999 -0.091104999999999992 -0.084514999999999993 -0.086254999999999984 -0.011039999999999999 -0.083849999999999994 -0.085754999999999984 -0.55286000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 8 -7 -6 -5 -9
right_child=-2 2 3 4 7 6 -8 9 -10 -11
leaf_value=0.00099770414895966977 0.0027846785807438545 0.0010218460544893988 -0.00089010750408547747 -0.00015475837276555859 0.0010379644040176706 -0.0012216414514183043 0.00017126767446202384 0.00066531620151109795 0.00027462990017712075 4.2648603322247984e-05
leaf_weight=63 47 50 64 729 76 121 85 104 358 2033
leaf_count=63 47 50 64 729 76 121 85 104 358 2033
internal_value=0 3.97658e-05 2.28683e-05 8.64771e-06 2.52875e-05 -0.000113645 -0.000642924 0.000106832 -1.25876e-05 7.33347e-05
internal_weight=0 3683 3620 3570 3506 1293 206 2213 1087 2137
internal_count=3730 3683 3620 3570 3506 1293 206 2213 1087 2137
is_linear=0
shrinkage=0.0995203


Tree=5470
num_leaves=12
num_cat=0
split_feature=27 19 21 21 3 6 21 29 3 4 0
split_gain=0.0289044 0.00526001 0.00367316 0.00470391 0.00920945 0.0073943 0.0072771 0.00450187 0.00418767 0.00473215 0.00296423
threshold=0.11470500000000003 -0.10411999999999999 -0.13730999999999999 -0.070074999999999985 0.10525500000000003 -0.011749999999999998 -0.085914999999999991 0.093650000000000025 0.14823500000000003 0.13962500000000003 -0.066264999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 8 9 -5 -10
right_child=-2 2 3 7 -6 6 -8 -9 10 -11 -12
leaf_value=0.0009550798334983147 0.0021810303457130841 0.00084552779927609615 0.0010161164890551157 2.4731636842048142e-05 -0.0013521730585428124 0.00026727749742773042 -0.0011477917347494299 0.00078272403119729198 -0.001183671559508854 0.0010317337014799041 -0.00016839834324669731
leaf_weight=60 63 52 49 3038 73 75 68 78 46 47 81
leaf_count=60 63 52 49 3038 73 75 68 78 46 47 81
internal_value=0 3.06998e-05 1.50964e-05 2.71914e-06 -0.000400394 -3.42555e-05 -0.000399898 3.54375e-05 1.70356e-05 4.03387e-05 -0.000542581
internal_weight=0 3667 3607 3555 265 192 143 3290 3212 3085 127
internal_count=3730 3667 3607 3555 265 192 143 3290 3212 3085 127
is_linear=0
shrinkage=0.0995203


Tree=5471
num_leaves=18
num_cat=0
split_feature=10 18 2 2 26 9 2 3 8 2 8 9 18 26 17 4 9
split_gain=0.0297392 0.00482005 0.00404588 0.0126398 0.0153809 0.026735 0.0119499 0.00596923 0.00542011 0.00696804 0.00560305 0.00709358 0.00485833 0.00372342 0.00303642 0.00347406 0.00594131
threshold=0.096215000000000023 -0.47082499999999999 -0.083974999999999994 -0.082234999999999989 0.08488500000000003 0.088035000000000016 -0.082830000000000001 0.087170000000000011 -0.046889999999999994 -0.076254999999999989 -0.062834999999999988 0.097365000000000021 0.088635000000000019 0.10219500000000002 -0.56005499999999986 0.10801000000000002 0.097990000000000022
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 -4 7 -7 -6 10 -10 11 -5 -11 14 -3 16 -16
right_child=-2 2 3 8 5 6 -8 -9 9 12 -12 -13 -14 -15 15 -17 -18
leaf_value=0.00099733180439316141 0.0024014037024264745 -0.00070443830946569032 0.0022789606634321404 -0.00014190863502755216 -4.8702414248059197e-05 0.0025819256834503129 0.00045648077550636241 -0.0014684262537350843 0.001240993177161088 -2.4548830475251477e-05 -0.00086011071374919514 0.00050985798241848549 0.00060286601154298561 -0.00095066426786454678 -9.0574039782285461e-05 -0.00085468734166948277 0.00076756973034234092
leaf_weight=50 53 77 51 1222 74 53 54 50 62 480 91 191 163 54 866 51 88
leaf_count=50 53 77 51 1222 74 53 54 50 62 480 91 191 163 54 866 51 88
internal_value=0 2.66498e-05 1.30428e-05 8.42311e-05 0.00071168 0.000362113 0.00151692 -0.000627774 3.76061e-06 0.000231809 -0.000102593 -5.32278e-05 0.000133227 -0.000142337 -0.000101239 -5.4209e-05 -1.0558e-05
internal_weight=0 3677 3627 2491 282 231 107 124 2209 705 1504 1413 643 1136 1082 1005 954
internal_count=3730 3677 3627 2491 282 231 107 124 2209 705 1504 1413 643 1136 1082 1005 954
is_linear=0
shrinkage=0.0995203


Tree=5472
num_leaves=17
num_cat=0
split_feature=10 10 17 6 18 18 0 8 17 8 17 20 17 18 18 18
split_gain=0.00783139 0.00413172 0.00506313 0.00702027 0.00411251 0.00756906 0.0187512 0.0319406 0.0056157 0.00551851 0.00596038 0.00600402 0.00504187 0.00464845 0.00702482 0.00701694
threshold=0.090150000000000022 0.087405000000000024 -0.55026999999999993 -0.011749999999999998 -0.011569999999999999 -0.025879999999999997 -0.082224999999999993 -0.086154999999999995 -0.53447999999999996 -0.010374999999999999 -0.088525000000000006 -0.071149999999999991 0.51326500000000019 0.10085500000000001 0.095920000000000019 0.11362500000000002
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 8 7 -7 -4 13 -11 -12 -10 14 -6 -15
right_child=-2 -3 4 -5 9 6 -8 -9 12 10 11 -13 -14 15 -16 -17
leaf_value=0.00033516195871933759 -0.00097878221129406523 0.00087690797091695015 0.0011045794856865941 -0.0011859662870962098 -0.00022833592199345947 -0.00035637394549995524 -0.00076802130897401361 0.0027610058671381547 4.4881517968182511e-05 -0.00059517915408773654 0.00092619137277505489 9.5718619223737248e-05 -0.00083677053035387337 0.00078069586802236609 -0.0013379836163625813 -0.00016537563755017275
leaf_weight=46 85 51 47 83 1096 58 58 73 1160 79 124 292 68 111 60 256
leaf_count=46 85 51 47 83 1096 58 58 73 1160 79 124 292 68 111 60 256
internal_value=0 -1.21509e-05 -2.49342e-05 -0.000637203 -2.016e-06 0.000124725 0.000712705 0.00137454 3.69235e-05 -9.43685e-05 0.000193492 0.000345231 -3.273e-06 -0.000188465 -0.000286638 0.000118535
internal_weight=0 3662 3611 129 3482 1464 189 131 1275 2018 495 416 1228 1523 1156 367
internal_count=3747 3662 3611 129 3482 1464 189 131 1275 2018 495 416 1228 1523 1156 367
is_linear=0
shrinkage=0.0995203


Tree=5473
num_leaves=19
num_cat=0
split_feature=10 18 18 17 4 4 4 4 2 4 2 3 11 5 6 3 6 18
split_gain=0.00635001 0.00353382 0.01362 0.00456177 0.00475535 0.00472328 0.00583327 0.00285602 0.0114477 0.00669924 0.00585976 0.00454858 0.00527841 0.00346358 0.00458194 0.00724473 0.00647 0.0011984
threshold=0.090150000000000022 -0.018864999999999996 -0.025879999999999997 0.51326500000000019 0.10696000000000003 0.094475000000000017 0.085990000000000025 0.11860000000000002 0.17898500000000003 0.13491500000000003 0.0049750000000000011 0.14058000000000004 -0.364875 0.22078000000000006 0.099330000000000016 0.097095000000000029 0.087975000000000012 0.027500000000000007
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 -1 8 13 10 -9 -11 -13 14 16 -16 -3 -15
right_child=-2 7 -4 -5 -6 -7 -8 9 -10 11 -12 12 -14 17 15 -17 -18 -19
leaf_value=4.4046741366886777e-05 -0.0008813734894873187 3.0395478583738885e-07 0.0014545697596814171 -0.00075349496508161538 0.00094048652370258665 -0.00068486535156885942 0.001155082915983271 0.00018102280529327236 -0.0016227220243121459 -0.00077437157459883785 0.0016330138441527802 -0.00055168037755420809 0.00077501771301912998 -0.00026323755970933285 0.001356374825505941 -2.9339203919699728e-05 -0.00046303127077532976 -0.00098219190351721882
leaf_weight=1108 85 1198 71 68 61 83 49 68 50 75 48 51 70 46 56 109 396 55
leaf_count=1108 85 1198 71 68 61 83 49 68 50 75 48 51 70 46 56 109 396 55
internal_value=0 -1.09194e-05 0.000110267 3.99497e-05 8.20503e-05 3.91605e-05 9.18077e-05 -8.98243e-05 -0.000135675 0.000188243 0.000788904 -0.000163073 0.000209065 -9.52609e-05 -6.2205e-05 0.000436003 -0.00011429 -0.000662853
internal_weight=0 3662 1440 1369 1301 1240 1157 2222 1910 312 116 196 121 1860 1759 165 1594 101
internal_count=3747 3662 1440 1369 1301 1240 1157 2222 1910 312 116 196 121 1860 1759 165 1594 101
is_linear=0
shrinkage=0.0995203


Tree=5474
num_leaves=18
num_cat=0
split_feature=0 9 4 2 18 0 11 4 5 9 4 2 20 1 4 8 21
split_gain=0.00316309 0.0106118 0.00825859 0.00640541 0.0115561 0.00400749 0.0039268 0.00360792 0.010995 0.00656191 0.0075549 0.00471644 0.00959276 0.00492794 0.00425373 0.00767995 0.0071366
threshold=0.019150000000000004 0.098720000000000016 0.10724500000000002 0.096520000000000022 -0.027300000000000001 0.12512500000000001 -0.37931999999999999 0.12498500000000003 -0.49053999999999998 -0.063329999999999984 0.13831000000000004 0.12875500000000004 -0.025670000000000002 -0.16272499999999998 0.10845500000000002 -0.077604999999999993 0.13765500000000006
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 -2 -6 -1 11 -9 -10 -11 13 -13 -8 16 -16 -15
right_child=1 -3 -4 -5 5 -7 7 8 9 10 -12 12 -14 14 15 -17 -18
leaf_value=-0.0008835326802909048 -0.0018832028441080452 -0.0015570568014681894 0.00077273956524271964 0.00059081623048309992 -0.00072871219436455891 0.00055574301458926961 0.00091765367891043876 0.0016371044618577557 0.00084491043347894028 0.00032396622649973983 -0.0013417932863360015 -0.0017464006424095543 0.00017415758555297986 -4.2564714492353353e-06 0.00016627376392700991 -0.0013666927776860142 0.001195047201840633
leaf_weight=49 55 57 82 47 47 49 58 54 59 56 51 46 57 2802 66 62 50
leaf_count=49 55 57 82 47 47 49 58 54 59 56 51 46 57 2802 66 62 50
internal_value=0 -0.000318679 -6.36571e-05 -0.000414178 -0.000732412 -6.45775e-05 6.9526e-07 1.383e-05 0.000403558 0 -0.000462343 -1.32065e-05 -0.00067562 8.98249e-06 -8.42837e-06 -0.000569862 1.64822e-05
internal_weight=0 337 280 198 151 96 3410 3361 220 166 107 3141 103 3038 2980 128 2852
internal_count=3747 337 280 198 151 96 3410 3361 220 166 107 3141 103 3038 2980 128 2852
is_linear=0
shrinkage=0.0995203


Tree=5475
num_leaves=13
num_cat=0
split_feature=10 5 26 26 0 26 3 9 26 0 0 4
split_gain=0.00466544 0.0042998 0.00274161 0.00232466 0.0133131 0.0315652 0.013358 0.00797164 0.00663756 0.00235695 0.00580706 0.00525344
threshold=0.090150000000000022 0.62931500000000018 0.40795000000000009 0.11444500000000003 -0.069824999999999984 0.11861500000000001 0.096595000000000028 0.10407500000000001 0.10924500000000002 0.019150000000000004 -0.014889999999999999 0.094025000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -5 -7 -6 9 10 -1 -11
right_child=-2 -3 -4 4 7 6 -8 -9 -10 11 -12 -13
leaf_value=-2.9348795667047207e-05 -0.00075397617527449094 0.00076432051324424341 0.00052813944714402792 -0.0031025034885056551 0.0011505559526727577 0.001219908993983195 -0.0011154431024696682 -0.00033160133196150239 0.00097477739176626778 8.024796504115859e-05 0.00097635551369905317 -0.00087363193402140789
leaf_weight=2865 85 70 87 47 68 48 49 75 66 127 58 102
leaf_count=2865 85 70 87 47 68 48 49 75 66 127 58 102
internal_value=0 -7.83286e-06 -2.31083e-05 -3.70248e-05 -0.000308541 -0.000985548 3.17556e-05 0.000367476 -1.2555e-05 -3.34886e-05 -9.1129e-06 -0.00034105
internal_weight=0 3662 3592 3505 287 144 97 143 3218 3152 2923 229
internal_count=3747 3662 3592 3505 287 144 97 143 3218 3152 2923 229
is_linear=0
shrinkage=0.0995203


Tree=5476
num_leaves=11
num_cat=0
split_feature=10 19 18 19 18 18 21 21 5 9
split_gain=0.0393068 0.0145857 0.0120504 0.00998743 0.00528338 0.0245535 0.00738376 0.044055 0.0070317 0.00572627
threshold=0.090150000000000022 0.14107000000000006 0.30956000000000011 -0.10411999999999999 -0.098315 -0.10387 0.091325000000000031 0.09266000000000002 0.26245000000000007 0.10153500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 8 -8 -6 -5
right_child=-2 -3 -4 4 6 -7 7 -9 -10 -11
leaf_value=0.0012154124003498467 -0.0022485839173069164 -0.0018188781009522243 0.0014987562658924185 2.3389513658895934e-05 8.9639577300016998e-06 -0.0025549846469571443 -0.0032056395418074029 -9.1285350868925552e-05 0.00087408916567871769 -0.0010747079033976224
leaf_weight=60 83 46 50 316 2345 47 49 558 97 55
leaf_count=60 83 46 50 316 2345 47 49 558 97 55
internal_value=0 -5.76859e-05 -3.48082e-05 -5.67807e-05 -7.90334e-05 -0.00041101 -3.32528e-05 -0.00034404 4.36633e-05 -0.000137195
internal_weight=0 3623 3577 3527 3467 418 3049 607 2442 371
internal_count=3706 3623 3577 3527 3467 418 3049 607 2442 371
is_linear=0
shrinkage=0.0995203


Tree=5477
num_leaves=12
num_cat=0
split_feature=10 17 19 19 18 2 2 3 21 21 17
split_gain=0.0318716 0.0173 0.0112868 0.0086319 0.00668668 0.0212697 0.00616743 0.00605657 0.00604997 0.034836 0.00544586
threshold=0.090150000000000022 -0.56005499999999986 0.14107000000000006 -0.10411999999999999 -0.098315 -0.097754999999999995 -0.083254999999999982 0.099655000000000021 0.091485000000000025 0.092775000000000024 -0.52615499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 -5 -7 -1 10 -10 -6
right_child=-2 2 -4 4 8 6 -8 -9 9 -11 -12
leaf_value=0.0020893163903213116 -0.0020248043380322574 0.0011248179412985757 -0.0016378630016573115 -0.0020359710587320671 0.0010931626909755751 0.00065183264260421114 -0.00037724440275578559 0.00049516826210530636 -0.0028918078416484082 -9.8825048008938449e-05 1.0796348684975134e-05
leaf_weight=46 83 59 46 71 47 76 236 52 48 574 2368
leaf_count=46 83 59 46 71 47 76 236 52 48 574 2368
internal_value=0 -5.19225e-05 -8.84e-05 -6.76774e-05 -8.8489e-05 -0.000480534 -0.000123948 0.0012518 -3.87782e-05 -0.000315677 3.22e-05
internal_weight=0 3623 3525 3479 3420 383 312 98 3037 622 2415
internal_count=3706 3623 3525 3479 3420 383 312 98 3037 622 2415
is_linear=0
shrinkage=0.0995203


Tree=5478
num_leaves=9
num_cat=0
split_feature=27 18 19 19 5 10 2 5
split_gain=0.0317956 0.0143119 0.0102466 0.00748058 0.0105873 0.00683917 0.0065972 0.00620456
threshold=0.11410500000000003 0.31227500000000008 0.13881500000000005 -0.10411999999999999 0.62404000000000015 0.082245000000000026 -0.096664999999999987 -0.037239999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -7
right_child=-2 -3 -4 4 -6 7 -8 -9
leaf_value=0.001058695858404241 -0.0022686951460445144 0.0016072130037764606 -0.001531676443777698 -0.000504746128813878 -0.0012654074607585748 8.7327193621976145e-05 -2.5444986508491242e-05 0.0016072593768130636
leaf_weight=59 65 51 47 315 72 66 2985 46
leaf_count=59 65 51 47 315 72 66 2985 46
internal_value=0 -4.75417e-05 -7.12774e-05 -5.16733e-05 -7.07119e-05 -4.52615e-05 -7.14445e-05 0.000718895
internal_weight=0 3641 3590 3543 3484 3412 3300 112
internal_count=3706 3641 3590 3543 3484 3412 3300 112
is_linear=0
shrinkage=0.0995203


Tree=5479
num_leaves=13
num_cat=0
split_feature=20 17 17 17 17 3 3 2 2 26 26 3
split_gain=0.0275761 0.0134729 0.00863711 0.00790853 0.0293298 0.00610715 0.0478964 0.00884455 0.0174727 0.00847489 0.0065696 0.00347602
threshold=0.24030500000000005 -0.5696199999999999 -0.55380499999999999 0.51292000000000015 0.51775000000000015 0.093245000000000022 0.092735000000000026 -0.072624999999999981 -0.075024999999999994 -0.031674999999999995 0.11377500000000003 0.093835000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 10 8 -7 -9 -4 -6
right_child=-2 2 3 4 11 7 -8 9 -10 -11 -12 -13
leaf_value=0.0014249619870146969 -0.0020790203403352318 -0.0012311588278418146 -4.2748461023506868e-06 -0.0026987710872727433 -0.00041121322320998837 0.00026288117525704024 -0.0030793239214170643 0.00049127919723404047 0.0021427016625498187 -0.00024958950371998785 -0.0009104833427917233 0.00072188084824584449
leaf_weight=61 67 62 1790 51 49 550 53 202 54 626 83 58
leaf_count=61 67 62 1790 51 49 550 53 202 54 626 83 58
internal_value=0 -4.10239e-05 -6.62458e-05 -4.54712e-05 -0.000733657 -1.28471e-05 -0.000128797 0.000142531 0.0004323 -6.78575e-05 -4.48696e-05 0.000195337
internal_weight=0 3639 3578 3516 158 3358 1926 1432 604 828 1873 107
internal_count=3706 3639 3578 3516 158 3358 1926 1432 604 828 1873 107
is_linear=0
shrinkage=0.0995203


Tree=5480
num_leaves=19
num_cat=0
split_feature=2 3 2 9 9 2 5 9 17 9 18 3 1 1 26 8 7 3
split_gain=0.00665249 0.00596123 0.0162955 0.0304975 0.00688108 0.00678907 0.0056874 0.00491859 0.0144698 0.00865561 0.00582642 0.0108471 0.0049064 0.0042755 0.00389171 0.00786965 0.00356781 0.00309584
threshold=-0.087944999999999995 0.08802500000000002 -0.104295 0.084055000000000032 0.088825000000000029 -0.14091999999999996 -0.54623499999999992 0.09550500000000002 -0.45380999999999999 0.091965000000000033 -0.060544999999999995 0.11061500000000002 -0.50954999999999984 -0.37983499999999998 -0.23202999999999999 0.085560000000000011 0.077315000000000023 0.10960500000000002
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 -3 -2 8 -6 -10 -9 -12 -8 -14 -15 17 -1 -16
right_child=6 4 3 -5 7 -7 12 10 9 -11 11 -13 13 14 15 -17 -18 -19
leaf_value=-0.00043026779564360197 -0.0010931290547434543 0.00020698420239008186 -8.8145413246711797e-05 0.0031405190004217486 0.0021618742742603066 -0.0011520623552240415 -0.00081695396455934704 -0.00077022174215940888 -0.00086691289824995983 0.0010123321653785664 -0.00055186232141095186 0.0014456277216113422 0.00072516266961350235 -0.0008431928493626916 -8.576578932949409e-05 0.0012448213368401399 0.00061710673887966673 0.0001670504691578112
leaf_weight=87 50 70 56 59 49 74 75 64 49 48 54 53 78 56 2095 49 51 621
leaf_count=87 50 70 56 59 49 74 75 64 49 48 54 53 78 56 2095 49 51 621
internal_value=0 0.000297451 0.000686068 0.00156118 8.23997e-05 -0.00048573 -4.01881e-05 0.00034306 0.000767432 5.45834e-05 -1.44823e-05 0.000429898 -2.22104e-05 -1.36721e-06 -2.17458e-05 -4.81281e-06 -3.72624e-05 -2.76592e-05
internal_weight=0 714 253 115 461 144 3024 317 146 97 171 107 2974 2899 2821 2765 138 2716
internal_count=3738 714 253 115 461 144 3024 317 146 97 171 107 2974 2899 2821 2765 138 2716
is_linear=0
shrinkage=0.0995203


Tree=5481
num_leaves=16
num_cat=0
split_feature=2 2 18 20 5 26 2 17 10 9 17 18 17 26 0
split_gain=0.00540378 0.010752 0.0275618 0.0052267 0.00595787 0.00590088 0.00412319 0.00365827 0.00475697 0.00661735 0.00302139 0.0043749 0.00373002 0.00291577 0.00296553
threshold=-0.095204999999999998 -0.10165999999999999 -0.092864999999999989 0.15091500000000005 -0.54623499999999992 -0.15514999999999998 -0.089054999999999995 0.10178500000000003 0.09056500000000002 0.09550500000000002 0.10932500000000002 -0.057764999999999997 0.07134500000000002 -0.089654999999999999 -0.080884999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -2 -6 -7 8 9 13 12 -12 -8 -1 -15
right_child=3 2 -4 -5 5 6 10 -9 -10 -11 11 -13 -14 14 -16
leaf_value=-0.00036460985869317218 -0.0011618147632880054 0.0029326574335125605 -5.0561697415145273e-05 0.00075526762668890206 -0.00084960844661229951 0.00073528503445647545 -5.4961466012228106e-05 -0.00067234812149567769 0.00092866564063381972 -0.00070882824781472458 -0.00023220067813543616 0.00038262417770589354 -0.00085765778998204848 -2.8484356385835841e-05 0.00082416253187350718
leaf_weight=48 47 50 78 82 85 72 2305 57 69 89 166 362 59 62 107
leaf_count=48 47 50 78 82 85 72 2305 57 69 89 166 362 59 62 107
internal_value=0 0.000306821 0.00110836 -2.83485e-05 -4.93676e-05 -3.19509e-05 -8.22633e-06 6.74319e-05 0.000182062 1.10343e-05 -2.70201e-05 0.000187777 -7.53412e-05 0.00031005 0.000506513
internal_weight=0 560 128 3178 3096 3049 2964 432 375 306 2892 528 2364 217 169
internal_count=3738 560 128 3178 3096 3049 2964 432 375 306 2892 528 2364 217 169
is_linear=0
shrinkage=0.0995203


Tree=5482
num_leaves=17
num_cat=0
split_feature=2 2 20 21 5 3 17 0 6 1 17 17 10 3 17 3
split_gain=0.00458815 0.0200288 0.00476232 0.00502563 0.00504878 0.00344581 0.00962753 0.00878507 0.00645172 0.00493283 0.00490979 0.00318087 0.00354296 0.00564486 0.00415389 0.00953035
threshold=-0.097424999999999998 -0.10077999999999999 0.27003000000000005 0.16638500000000003 -0.54623499999999992 0.10871500000000002 -0.45791500000000002 -0.17809 -0.011749999999999998 -0.016029999999999999 -0.24445500000000001 0.10178500000000003 0.09056500000000002 0.11089500000000001 -0.56137499999999996 0.099655000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -2 6 8 -7 -6 -9 -8 12 13 14 -1 -16
right_child=2 -3 -4 -5 5 7 10 9 -10 -11 -12 -13 -14 -15 15 -17
leaf_value=-0.00053689802687400547 -0.0010461907066356261 0.0021702364160411975 0.00098127736983028208 -0.001038668520730941 -0.0002412804796150164 0.0014593520659923575 0.00097477118387207071 0.00044893605019844592 -0.0015282930098365899 -0.00011804624015252882 -3.2341849237763324e-05 -0.0006054359097212239 0.0008362447009513512 -0.00082020396869453499 8.5181844202251775e-05 0.001716935568660676
leaf_weight=52 47 51 46 49 90 50 49 239 70 414 2189 57 69 60 160 46
leaf_count=52 47 51 46 49 90 50 49 239 70 414 2189 57 69 60 160 46
internal_value=0 0.000301718 -2.34603e-05 -3.8173e-05 -2.23398e-05 -6.5579e-06 -6.36142e-05 0.000186902 -0.000809465 8.82174e-05 -9.92576e-06 8.52469e-05 0.000189091 4.60962e-05 0.000250734 0.000453528
internal_weight=0 495 3243 3197 3148 3101 2398 703 160 653 2238 444 387 318 258 206
internal_count=3738 495 3243 3197 3148 3101 2398 703 160 653 2238 444 387 318 258 206
is_linear=0
shrinkage=0.0995203


Tree=5483
num_leaves=14
num_cat=0
split_feature=2 2 1 1 5 18 17 7 2 10 29 8 2
split_gain=0.00412147 0.0198087 0.00399255 0.00392468 0.00321965 0.00247649 0.00413508 0.00286477 0.00496914 0.00329062 0.00244361 0.00331645 0.00444055
threshold=-0.10018999999999999 -0.10598499999999998 -0.50954999999999984 -0.37983499999999998 -0.54623499999999992 -0.13579499999999997 -0.54752499999999993 0.056805000000000015 -0.19220999999999999 0.082245000000000026 0.12330000000000002 -0.49499500000000002 0.31377500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 -5 -1 -7 8 -8 -10 11 -6 -13
right_child=2 -3 3 4 10 6 7 -9 9 -11 -12 12 -14
leaf_value=-0.00051314299920944399 -0.00071575551983703572 0.0021889370092192132 0.00068432771637472276 -0.0008059660184935155 -0.0008003619706106501 0.00086856428405976123 -0.0010422015155607388 0.00058629933135863918 -0.00021170471705887417 0.00074545461187049524 0.00068132872963029589 -2.4496432749878321e-05 0.00079491389248171034
leaf_weight=61 80 49 80 51 53 68 50 64 111 52 50 2902 67
leaf_count=61 80 49 80 51 53 68 50 64 111 52 50 2902 67
internal_value=0 0.000298233 -2.12612e-05 -3.65956e-06 -2.15454e-05 6.80284e-05 0.000173159 0 -0.000172984 8.86246e-05 -8.25635e-06 -1.99367e-05 -5.72946e-06
internal_weight=0 455 3283 3203 3123 406 345 277 213 163 3072 3022 2969
internal_count=3738 455 3283 3203 3123 406 345 277 213 163 3072 3022 2969
is_linear=0
shrinkage=0.0995203


Tree=5484
num_leaves=31
num_cat=0
split_feature=1 6 3 17 6 3 17 6 26 26 26 9 3 8 8 2 18 1 1 1 8 18 20 2 20 20 20 6 17 17
split_gain=0.00414899 0.00553041 0.0244966 0.00916252 0.00771364 0.0132799 0.0114392 0.00617618 0.00876806 0.00426079 0.0140142 0.0042827 0.00907275 0.00729449 0.00570721 0.00965647 0.00654179 0.00387917 0.006365 0.00424617 0.00974514 0.0100038 0.00331587 0.00705724 0.0252879 0.00927075 0.00397982 0.0215258 0.0040706 0.00240462
threshold=-0.080085000000000003 0.08866000000000003 0.085505000000000012 -0.095109999999999986 0.091495000000000007 0.08785500000000003 -0.040099999999999997 0.092705000000000023 0.089545000000000027 0.091485000000000025 0.088545000000000026 0.083925000000000013 0.084505000000000011 -0.082094999999999987 -0.085764999999999994 -0.029394999999999998 -0.010029999999999999 -0.078509999999999983 -0.077634999999999996 -0.068094999999999989 -0.083294999999999994 -0.042474999999999999 -0.085594999999999991 -0.086554999999999993 -0.09280999999999999 -0.096095 -0.083495 -0.011749999999999998 0.51734000000000024 -0.012754999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 7 5 -5 -6 -4 -9 10 11 14 -13 -14 16 -16 -1 -2 -19 20 -20 -22 23 25 -25 -21 27 -24 -28 -12
right_child=17 2 3 4 6 -7 -8 8 -10 -11 29 12 13 -15 15 -17 -18 18 19 22 21 -23 26 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0012463098368016849 0.00073154940357147329 -0.002470909834699571 0.0013607012491763425 2.0019284699000688e-05 -0.0012113316699967902 -0.0022052261768838737 0.00085275449651650288 -0.00089166498508733106 0.00086163408622058841 -0.00066492877787344498 0.00065881993500473937 -0.0012959573482174769 0.0005170822611989225 -0.00057882542046786825 0.0017405060445564217 6.1570113444020001e-05 0.0003404790506112297 -0.0010771648556902966 -0.00041552097653288207 0.00032581396567862413 -2.5937385085083171e-05 0.0017751168314308022 -0.0021603611372667119 1.612582935379629e-05 0.0024451634138293599 -0.0012115589810955253 1.6103615963844097e-05 0.00084439639506961805 -0.00074816041053682903 0.0017117448593615761
leaf_weight=49 79 53 46 47 46 59 63 56 57 90 46 78 114 127 47 126 53 51 73 109 51 73 48 169 57 60 1644 46 72 47
leaf_count=49 79 53 46 47 46 59 63 56 57 90 46 78 114 127 47 126 53 51 73 109 51 73 48 169 57 60 1644 46 72 47
internal_value=0 -0.000179478 -0.00046729 -0.000181165 -0.000606263 -0.00121084 -1.08176e-05 0.000388504 -1.30213e-08 -2.02577e-05 6.30055e-05 -0.000113591 -0.000362533 -5.70325e-05 0.000172205 0.00052243 -0.000413776 4.48089e-05 2.23584e-05 4.60446e-05 0.000488784 0.00102776 6.11794e-06 0.000267692 0.000632382 -0.000215155 -5.05137e-05 -0.000681239 -1.54864e-05 0.00119975
internal_weight=0 1204 427 374 215 106 109 159 113 777 687 594 319 241 275 173 102 2532 2453 2402 197 124 2205 395 226 169 1810 94 1716 93
internal_count=3736 1204 427 374 215 106 109 159 113 777 687 594 319 241 275 173 102 2532 2453 2402 197 124 2205 395 226 169 1810 94 1716 93
is_linear=0
shrinkage=0.0995203


Tree=5485
num_leaves=14
num_cat=0
split_feature=10 10 2 26 26 9 1 9 2 7 1 1 9
split_gain=0.00428413 0.00662925 0.0034977 0.00521064 0.00833723 0.00654855 0.00854168 0.00728559 0.00512571 0.00265406 0.00303299 0.00485614 0.00347561
threshold=0.09056500000000002 0.086165000000000019 -0.078784999999999994 0.11377500000000003 0.10038000000000001 0.092150000000000024 -0.095674999999999996 0.093175000000000022 -0.078129999999999991 -0.075879999999999989 0.50462500000000021 0.41897000000000012 -0.063329999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 -4 -10 11 -11 -12
right_child=-2 -3 8 -5 -6 7 -8 -9 9 10 12 -13 -14
leaf_value=-0.00087768504800220975 0.00066928142961319558 -0.0010004451068311643 0.00094665384172562441 -0.00093700425026165132 0.00090841408318349988 0.0014015021646015713 -0.00012305012601446442 6.177932007609694e-05 0.00067363506386175563 2.9940491096474259e-05 2.3680337460185647e-05 0.0010593575739005969 -0.00092547219921940811
leaf_weight=169 86 70 65 74 80 51 1271 197 64 1411 82 47 69
leaf_count=169 86 70 65 74 80 51 1271 197 64 1411 82 47 69
internal_value=0 -4.10233e-05 -2.20349e-05 -0.000117766 -8.30135e-05 -0.000130486 -0.000212183 0.000340588 7.89535e-05 4.47519e-05 1.92285e-05 6.36862e-05 -0.000404617
internal_weight=0 3650 3580 1842 1768 1688 1440 248 1738 1673 1609 1458 151
internal_count=3736 3650 3580 1842 1768 1688 1440 248 1738 1673 1609 1458 151
is_linear=0
shrinkage=0.0995203


Tree=5486
num_leaves=10
num_cat=0
split_feature=10 0 3 7 10 23 3 4 1
split_gain=0.00347322 0.00585793 0.0136778 0.00433244 0.00395529 0.00385759 0.00524299 0.00905817 0.00424288
threshold=0.09056500000000002 0.12433000000000002 0.10556500000000002 -0.075879999999999989 0.085875000000000021 -0.046924999999999994 0.014805000000000004 0.11541000000000003 0.50462500000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 7 -7 -8
right_child=-2 2 -4 4 -6 6 8 -9 -10
leaf_value=0.00077933314752852954 0.00060267421977142218 0.00031526104319424208 -0.0017579261305184944 -0.00072586436389936561 0.00078573418881250768 -0.00016101644774129331 -3.7633325180568213e-05 0.0013568582352428337 -0.00089044995128485837
leaf_weight=67 86 63 62 80 58 83 3106 72 59
leaf_count=67 86 63 62 80 58 83 3106 72 59
internal_value=0 -3.68514e-05 -0.000706491 -1.2873e-05 -2.84591e-05 -4.2589e-05 -2.5878e-05 0.00053878 -5.37897e-05
internal_weight=0 3650 125 3525 3458 3400 3320 155 3165
internal_count=3736 3650 125 3525 3458 3400 3320 155 3165
is_linear=0
shrinkage=0.0995203


Tree=5487
num_leaves=23
num_cat=0
split_feature=20 3 2 26 3 8 0 2 20 2 21 21 0 0 9 0 0 20 30 7 20 6
split_gain=0.00325271 0.00756036 0.0114426 0.0119233 0.00799393 0.00727607 0.00487511 0.00376704 0.00835946 0.00987089 0.00784248 0.00886545 0.00634674 0.0147837 0.0206283 0.0115639 0.00754203 0.00414401 0.00370671 0.00337587 0.00260445 0.00194643
threshold=-0.085594999999999991 0.097595000000000029 -0.086554999999999993 0.084165000000000031 0.10648500000000002 -0.079434999999999992 -0.10806499999999999 -0.082275000000000001 -0.08231999999999999 -0.082025000000000001 0.10900500000000002 0.094640000000000016 -0.087184999999999999 -0.085474999999999982 0.084155000000000021 -0.08269 -0.087965000000000002 -0.010035000000000001 0.10366000000000002 -0.075879999999999989 -0.081254999999999994 -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 2
left_child=1 2 5 -4 -3 -1 -6 10 -9 -10 11 12 16 14 -14 -15 17 -2 19 -11 -21 -8
right_child=7 4 3 -5 6 -7 21 8 9 18 -12 -13 13 15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.00077184019844431608 0.00069159878229289992 -0.0011805616067344657 0.0021104537064851629 8.0001773986480899e-05 0.00088514965858176877 0.00071714796168080791 -0.00071253562658254489 -0.001129391876767518 0.0014295362687078547 0.00085517074808375915 0.0010781719350172816 -0.0014346823546207697 -0.0029786706581713378 0.00049726404607844063 -0.00015743464180128074 -0.00040568402270150735 0.0013521240898101367 -0.0002390680155396707 -0.0006156648240412567 -0.00069690559783222507 5.3018561342160742e-05 0.00016067863693632262
leaf_weight=67 63 60 72 49 59 63 48 60 51 51 46 59 47 192 58 519 48 191 85 47 1750 51
leaf_count=67 63 60 72 49 59 63 48 60 51 51 46 59 47 192 58 519 48 191 85 47 1750 51
internal_value=0 0.000225035 0.000598241 0.00129497 -0.00020091 -4.39565e-05 0.000165929 -5.50936e-05 2.72184e-05 6.26091e-05 -0.000193331 -0.00024372 -0.000180137 -0.000324783 -0.00142807 -0.000160699 0.000207983 -5.01031e-06 2.61208e-05 5.60831e-05 3.29489e-05 -0.000254429
internal_weight=0 469 251 121 218 130 158 3267 2044 1984 1223 1177 1118 816 105 711 302 254 1933 1848 1797 99
internal_count=3736 469 251 121 218 130 158 3267 2044 1984 1223 1177 1118 816 105 711 302 254 1933 1848 1797 99
is_linear=0
shrinkage=0.0995203


Tree=5488
num_leaves=23
num_cat=0
split_feature=10 2 9 3 8 3 18 2 26 9 5 1 3 9 4 3 24 9 4 5 3 4
split_gain=0.0176251 0.0117346 0.00690365 0.00553605 0.00495253 0.0166435 0.0202096 0.0142331 0.00628312 0.00830268 0.00555074 0.00942349 0.0105294 0.00667028 0.0105406 0.0086305 0.00466351 0.00424238 0.0101246 0.0057021 0.00553789 0.00322746
threshold=0.093790000000000026 -0.157135 0.094085000000000016 0.088285000000000016 -0.087374999999999994 0.084895000000000012 0.088250000000000009 -0.082830000000000001 0.085855000000000029 0.083925000000000013 -0.0098949999999999993 -0.088174999999999989 0.087570000000000023 0.083715000000000026 0.084900000000000017 0.086535000000000015 0.094750000000000015 -0.095314999999999997 0.092675000000000021 -0.53715999999999997 0.088605000000000017 0.085590000000000013
decision_type=2 2 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 4 5 8 7 -7 9 -3 11 -6 -13 14 -12 -15 17 18 -5 -19 -21 -1
right_child=-2 3 -4 16 10 6 -8 -9 -10 -11 13 12 -14 15 -16 -17 -18 19 -20 20 -22 -23
leaf_value=0.00087307875895385203 -0.0016601611135123406 0.00016868847569260868 0.0015969919208443314 0.0016834469588960814 0.0015015079182341996 -0.00091238020253893426 -9.3832968472115064e-05 -0.003357317923838032 0.000715616328789981 -0.0014259123827402981 -0.0021095748373093225 -0.00024874662565155058 0.0011347848290070347 0.00041937464816239992 -9.466416206844959e-05 -0.00079732585858849716 -0.00093909007553579318 0.00091339495568396555 -6.7163861876983445e-05 0.00085046173566491543 -4.3847296480381975e-05 -0.00022483135551887602
leaf_weight=49 66 97 65 52 46 46 85 51 87 48 49 312 66 138 56 99 48 68 86 71 1989 56
leaf_count=49 66 97 65 52 46 46 85 51 87 48 49 312 66 138 56 99 48 68 86 71 1989 56
internal_value=0 -1.88925e-05 0.000788205 -5.8396e-05 -0.000233902 -0.000511618 -0.00122421 -0.0022063 4.38689e-05 -0.000353534 -8.27359e-05 0.000156501 -5.01185e-06 -0.000381727 -0.00104275 -8.54133e-05 3.07475e-05 5.16525e-05 0.000586555 1.65796e-05 -1.26266e-05 0.00027973
internal_weight=0 3664 170 3494 1180 414 182 97 232 145 766 424 378 342 105 237 2314 2266 138 2128 2060 105
internal_count=3730 3664 170 3494 1180 414 182 97 232 145 766 424 378 342 105 237 2314 2266 138 2128 2060 105
is_linear=0
shrinkage=0.0995203


Tree=5489
num_leaves=17
num_cat=0
split_feature=22 2 9 3 6 18 26 6 0 18 2 0 3 3 7 6
split_gain=0.0215933 0.00786321 0.00593661 0.00416016 0.00674285 0.012569 0.00663536 0.0127782 0.0261296 0.00915413 0.00715397 0.00562994 0.00327711 0.00373885 0.00385352 0.00308536
threshold=0.13264000000000004 -0.23128999999999997 0.094085000000000016 0.088285000000000016 0.089810000000000015 -0.011835 0.085790000000000019 0.041585000000000011 -0.083814999999999987 -0.023444999999999997 -0.086304999999999993 -0.087184999999999999 0.088605000000000017 0.08895500000000002 -0.068034999999999998 0.11816500000000002
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 10 -9 -8 -3 -11 -5 -14 -15 -16
right_child=-2 3 -4 12 5 -7 9 8 -10 11 -12 -13 13 14 15 -17
leaf_value=-3.4463688950255269e-05 -0.0021407240920498912 0.00052610003353183664 0.0013993611539921576 0.00069221980847892031 -0.0016881047276597044 0.00016020568830039611 0.0012319237346267377 -2.1996581094875419e-05 -0.0026147732209268627 0.0005396416808124973 -0.00029803871662681532 -0.00029194904073554098 -0.0006909256638869426 -0.00076164302950519147 0.00010010106217925326 -0.00029851376420818662
leaf_weight=48 48 148 67 73 78 67 71 96 65 123 352 234 72 58 1917 213
leaf_count=48 48 148 67 73 78 67 71 96 65 123 352 234 72 58 1917 213
internal_value=0 -1.58409e-05 0.000793777 -4.21724e-05 -0.000190057 -0.000828412 -0.000104309 -0.000302477 -0.00107385 0.000199828 -5.24564e-05 -3.14149e-06 3.56979e-05 1.41294e-05 3.77046e-05 5.98552e-05
internal_weight=0 3682 115 3567 1234 145 1089 661 161 428 500 357 2333 2260 2188 2130
internal_count=3730 3682 115 3567 1234 145 1089 661 161 428 500 357 2333 2260 2188 2130
is_linear=0
shrinkage=0.0995203


Tree=5490
num_leaves=22
num_cat=0
split_feature=22 2 3 4 5 5 3 8 20 4 3 1 1 1 2 1 26 30 5 1 0
split_gain=0.0176794 0.00561619 0.00360345 0.00492866 0.0133423 0.032561 0.00807699 0.0133159 0.00889223 0.00804408 0.00343342 0.00317588 0.0123938 0.00684556 0.0053858 0.00679138 0.00534334 0.00342833 0.00453898 0.00386077 0.00303338
threshold=0.13160500000000006 -0.23128999999999997 0.088285000000000016 0.087495000000000031 -0.094469999999999985 -0.11065499999999999 0.087625000000000022 -0.085385000000000003 -0.085204999999999989 0.10386500000000003 0.11025500000000002 -0.081224999999999992 -0.084514999999999993 -0.079434999999999992 -0.085599999999999996 -0.095674999999999996 0.082850000000000021 0.084845000000000018 -0.41397 0.50230500000000011 -0.0033699999999999997
decision_type=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 5 -3 8 -8 -6 -5 -1 12 14 -13 16 -16 -4 19 -19 -15 -11
right_child=-2 2 11 9 6 -7 7 -9 -10 20 -12 13 -14 17 15 -17 -18 18 -20 -21 -22
leaf_value=0.0011326920555259695 -0.0017941864487684078 -8.6912966526055924e-06 -0.000232299518770973 0.0013829338249564322 0.0010386978366017812 -0.003232570580400781 -0.0021634835054173914 -6.0683852949371697e-05 -0.00010955859503882138 0.0003107527381821509 5.3636700405538085e-06 -0.0011542014317946568 0.001664176797567444 5.9138406481142242e-06 0.00016722872829431687 -0.00094498342401663771 0.0010891719997064599 -6.5404311885594864e-05 0.00097940972942181059 -0.00070203859011232792 -0.00055970050492803666
leaf_weight=67 56 86 47 49 74 49 48 81 686 89 47 51 56 1606 163 81 81 81 81 80 71
leaf_count=67 56 86 47 49 74 49 48 81 686 89 47 51 56 1606 163 81 81 81 81 80 71
internal_value=0 -1.21549e-05 -3.43924e-05 -0.000172064 -0.000262359 -0.0011849 -0.000121344 -0.000849467 1.16824e-06 0.000266421 0.000675097 3.82035e-05 0.000283209 -1.65852e-05 7.31206e-05 -0.000198634 0.000597549 1.43671e-05 0.00045195 -2.71927e-05 -7.03945e-05
internal_weight=0 3674 3560 1233 1024 135 889 129 760 209 114 2327 428 1899 372 244 128 1848 162 1686 160
internal_count=3730 3674 3560 1233 1024 135 889 129 760 209 114 2327 428 1899 372 244 128 1848 162 1686 160
is_linear=0
shrinkage=0.0995203


Tree=5491
num_leaves=20
num_cat=0
split_feature=27 2 1 3 1 5 3 17 9 5 19 6 1 3 17 1 6 5 36
split_gain=0.0150871 0.0053776 0.0060651 0.00313846 0.00617657 0.0205486 0.0255544 0.00671347 0.00751815 0.00455686 0.00297952 0.00277128 0.0140535 0.0173624 0.00328913 0.0102383 0.00441588 0.00273717 0.00188896
threshold=0.11410500000000003 -0.157135 -0.49056499999999997 0.08622500000000001 1.0000000180025095e-35 -0.089564999999999992 0.084380000000000024 0.011640000000000003 0.083715000000000026 -0.41880499999999998 -0.031244999999999998 0.11816500000000002 -0.07002499999999999 0.10871500000000002 0.40827500000000011 -0.07002499999999999 0.096435000000000021 -1.0000000180025095e-35 0.088355000000000031
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 6 -3 8 -7 18 -5 14 -13 -14 16 -16 -12 -4 -6
right_child=-2 3 17 10 9 7 -8 -9 -10 -11 11 12 13 -15 15 -17 -18 -19 -20
leaf_value=0.0012032904859333267 -0.0014932419634374802 -4.9770733795354794e-05 0.00044894483744786729 -0.00057983644817957366 -0.00046982060486355087 -0.00051479731313052877 -0.0033495968156723988 -0.0011101597232430884 0.00031451013252992621 0.0011109537596383499 7.3120104330979814e-05 -0.0018085074334633947 0.0011051229381528356 -0.001024016200266111 0.0016501293188175476 5.4285031617986251e-05 -0.00039218179684081118 -0.00051956046821163642 0.00040275356382756395
leaf_weight=75 69 47 72 81 50 169 47 59 301 52 1959 48 84 69 52 175 225 48 48
leaf_count=75 69 47 72 81 50 169 47 59 301 52 1959 48 84 69 52 175 225 48 48
internal_value=0 -7.55376e-06 0.000500677 -3.63834e-05 -0.00021321 -0.000351911 -0.00170839 -0.000109325 1.45706e-05 0.000357405 1.40689e-05 3.27997e-05 -0.000321568 0.000139572 6.26822e-05 0.000423459 2.48089e-05 5.47208e-05 -3.4084e-05
internal_weight=0 3661 195 3466 773 623 94 529 470 150 2693 2612 201 153 2411 227 2184 120 98
internal_count=3730 3661 195 3466 773 623 94 529 470 150 2693 2612 201 153 2411 227 2184 120 98
is_linear=0
shrinkage=0.0995203


Tree=5492
num_leaves=11
num_cat=0
split_feature=12 10 10 2 3 1 3 18 1 17
split_gain=0.0074972 0.00494469 0.00723485 0.00592308 0.00430544 0.0118421 0.0136498 0.0099202 0.00732053 0.00875283
threshold=0.095920000000000019 0.09056500000000002 0.086165000000000019 -0.23128999999999997 0.096595000000000028 -0.061135000000000002 0.099145000000000025 0.15891500000000006 -0.50597999999999999 -0.062765000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -6 -7 -5 -10
right_child=-2 -3 -4 4 5 7 -8 -9 9 -11
leaf_value=0.00098291358407177312 0.0011410331688345198 0.00081903170643336234 -0.0010422225264453094 -0.0010489464071888927 0.0019757346620799172 2.6505199242596571e-05 0.00031869498953239218 -0.0014544730422616147 0.00019353324912897929 -0.00022653519684635311
leaf_weight=59 57 70 68 79 63 941 234 47 775 1337
leaf_count=59 57 70 68 79 63 941 234 47 775 1337
internal_value=0 -9.0444e-06 -2.53597e-05 -5.56752e-06 -2.25811e-05 0.000121748 0.000672945 -4.31177e-05 -0.000107602 -7.20032e-05
internal_weight=0 3673 3603 3535 3476 1285 297 988 2191 2112
internal_count=3730 3673 3603 3535 3476 1285 297 988 2191 2112
is_linear=0
shrinkage=0.0995203


Tree=5493
num_leaves=30
num_cat=0
split_feature=11 0 0 26 9 17 17 2 5 1 26 8 17 17 0 2 21 0 0 5 26 6 8 17 26 2 5 5 0
split_gain=0.00659013 0.00386775 0.0125144 0.00689826 0.0124769 0.0217124 0.0206409 0.015784 0.0138194 0.0124003 0.0072143 0.0110414 0.00437966 0.0237021 0.0436033 0.0114986 0.00807645 0.00746691 0.0115965 0.0113393 0.00631366 0.0143115 0.00573324 0.00291827 0.00637172 0.00630059 0.00373475 0.0119317 0.0101376
threshold=0.063835000000000017 -0.082284999999999983 -0.08269 0.099855000000000013 0.11296000000000002 -0.036600000000000001 1.0000000180025095e-35 -0.054390000000000001 -0.066919999999999993 -0.078954999999999984 0.095525000000000013 -0.07743499999999999 -0.0064000000000000003 -0.011809999999999999 -0.086855000000000002 0.096520000000000022 0.092005000000000017 -0.085684999999999997 -0.083995 -0.020485 1.0000000180025095e-35 0.085955000000000018 -0.090440000000000006 0.10178500000000003 0.091485000000000025 -0.037414999999999997 -0.012704999999999999 -0.0044999999999999997 -0.076154999999999987
decision_type=2 2 2 2 2 2 2 2 2 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 10 5 9 -7 -6 -8 -5 23 -12 13 15 -15 16 -1 20 19 -19 22 -22 -14 26 25 -25 28 -28 -3
right_child=-2 3 -4 4 7 6 8 -9 -10 -11 11 -13 17 14 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30
leaf_value=-3.528271719542919e-05 0.0010335673271919391 -0.0014445383286496821 -0.0014855410383215572 -0.0014514545794233049 0.00066129004801168581 0.0030144097930376876 0.0018409360546027334 -0.0016248303415304069 -0.00036085481558541732 0.00071214932504863615 0.00038413398325710805 -0.0015302325119513546 0.0008636909931317399 -5.7343229756663561e-05 -0.0038444952448027049 -0.001166971100453193 0.00086105300652030705 0.0023151342383748792 -0.00042211097749998044 0.00020161996164984062 -0.00061045615471512949 0.00073222335260604392 1.9102622603561844e-05 0.0012709469217385774 -0.00056299135186592224 -0.00011994291889480379 0.0011826792508277508 -3.8994155647621087e-05 6.5174046326563187e-05
leaf_weight=554 61 62 63 49 65 60 55 55 57 56 50 72 109 82 48 76 121 55 57 48 338 102 303 89 47 49 89 709 149
leaf_count=554 61 62 63 49 65 60 55 55 57 56 50 72 109 82 48 76 121 55 57 48 338 102 303 89 47 49 89 709 149
internal_value=0 -9.30799e-06 -0.000105135 9.96344e-05 0.000463286 0.000831432 0.00152062 -0.000379693 0.000713073 -0.000289736 -9.44715e-06 -0.000738946 -5.87615e-05 -0.000221254 -0.00146197 -5.39152e-06 0.000124181 8.18876e-05 0.000705937 0.00133814 -3.4344e-05 -0.000297338 0.000244537 6.44057e-05 0.00042778 0.000771148 -1.40756e-06 9.62319e-05 -0.000374559
internal_weight=0 3669 1956 1713 397 277 172 120 112 105 1316 122 1893 881 130 751 675 1012 160 103 852 440 412 1194 185 138 1009 798 211
internal_count=3730 3669 1956 1713 397 277 172 120 112 105 1316 122 1893 881 130 751 675 1012 160 103 852 440 412 1194 185 138 1009 798 211
is_linear=0
shrinkage=0.0995203


Tree=5494
num_leaves=24
num_cat=0
split_feature=11 20 3 5 3 6 6 26 6 3 20 9 21 21 5 26 3 21 20 6 20 9 6
split_gain=0.00534381 0.00360131 0.00968654 0.00755023 0.0042674 0.00630536 0.00587168 0.00754322 0.00685193 0.0149937 0.00604202 0.00673354 0.00510438 0.0119006 0.00537023 0.00494614 0.0101173 0.00599252 0.00446495 0.00996864 0.00364175 0.0156676 0.00592662
threshold=0.063835000000000017 -0.14878999999999998 0.11339500000000001 -0.012164999999999999 0.096595000000000028 0.11056500000000001 -0.050699999999999995 0.0054200000000000012 0.12080000000000003 0.10174000000000002 -0.065249999999999989 0.09550500000000002 -0.021529999999999997 -0.084204999999999988 -0.0044999999999999997 -0.074359999999999996 0.10325000000000002 0.089350000000000027 -0.085039999999999991 -0.10032499999999998 -0.08237499999999999 0.083925000000000013 -0.095814999999999997
decision_type=2 2 2 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 15 10 9 -9 -8 -12 13 14 -3 18 -17 -18 -6 -20 21 -14 -22
right_child=-2 4 -4 -5 6 -7 7 8 -10 -11 11 -13 20 -15 -16 16 17 -19 19 -21 22 -23 -24
leaf_value=-0.00024809293416384241 0.00093070643589008727 0.00053411053316441016 0.00047528673623461066 -0.0019133218972705191 -0.00038798387703624441 -0.00089780863960628866 -0.00095574043033196435 0.0021522983692594862 -0.00015714921319467121 0.00042102784338516995 0.00061462048402224489 -0.00046304423716616948 -0.00084316629720558199 -0.0017023776233909824 -0.00081893553056878858 -0.0011621589543462842 -0.00048379488290295312 0.00025760232710557435 5.762338802014725e-05 0.0018906533256218244 0.0003793915873985092 0.00098186711640085053 -0.00012205691700861208
leaf_weight=60 61 76 69 51 47 88 50 76 62 147 166 87 68 59 47 87 164 316 81 47 280 146 1395
leaf_count=60 61 76 69 51 47 88 50 76 62 147 166 87 68 59 47 87 164 316 81 47 280 146 1395
internal_value=0 -8.38166e-06 -0.000442613 -0.00102057 1.3786e-05 -7.23419e-05 0.000154214 0.000389216 0.000756921 0.00101473 4.06529e-05 0.000240804 -3.68713e-05 -0.000540318 1.04373e-05 -3.09114e-05 -0.000174688 2.58612e-06 0.000430246 0.000737085 1.12011e-05 0.000398125 -3.77439e-05
internal_weight=0 3669 180 111 3489 2159 1330 588 285 223 303 253 2071 182 123 742 567 480 175 128 1889 214 1675
internal_count=3730 3669 180 111 3489 2159 1330 588 285 223 303 253 2071 182 123 742 567 480 175 128 1889 214 1675
is_linear=0
shrinkage=0.0995203


Tree=5495
num_leaves=12
num_cat=0
split_feature=11 27 27 23 0 6 17 26 8 26 9
split_gain=0.00433365 0.00336937 0.0030549 0.00356596 0.00343232 0.0119724 0.0203878 0.00513089 0.0118549 0.0053535 0.00344611
threshold=0.063835000000000017 -0.032854999999999995 0.10868000000000001 -0.063684999999999992 -0.082284999999999983 0.088750000000000023 -0.0094900000000000002 0.099855000000000013 -0.073029999999999984 0.095525000000000013 0.10892000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 10 -7 9 -9 -6 -5
right_child=-2 2 -4 4 7 6 -8 8 -10 -11 -12
leaf_value=0.00059008565618813677 0.000838082335618177 -0.00086423255957994004 0.00056235536634291266 2.797055839196569e-05 5.2827110622779702e-05 -0.0017946917661256835 -8.3436016436584128e-05 0.0016764297037823788 0.00015273768506455669 -0.00064439852367961553 -0.00066792551592732732
leaf_weight=91 61 51 86 1474 1101 107 197 61 306 121 74
leaf_count=91 61 51 86 1474 1101 107 197 61 306 121 74
internal_value=0 -7.59191e-06 -2.30216e-05 -3.76725e-05 -2.51839e-05 -0.000117433 -0.000688446 8.18182e-05 0.000408225 -1.55409e-05 -4.76698e-06
internal_weight=0 3669 3578 3492 3441 1852 304 1589 367 1222 1548
internal_count=3730 3669 3578 3492 3441 1852 304 1589 367 1222 1548
is_linear=0
shrinkage=0.0995203


Tree=5496
num_leaves=8
num_cat=0
split_feature=6 24 1 7 0 0 5
split_gain=0.0341453 0.0241295 0.0139564 0.00640381 0.003168 0.00403987 0.0050636
threshold=0.23153500000000005 -0.071224999999999997 -0.55579999999999996 -0.23835999999999999 0.15238000000000004 0.12346000000000003 0.5252300000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.0022593243404458135 0.0023990817226122868 -0.0015998558465629095 0.0011883130468439227 2.7119231351105359e-05 0.00070523774088219939 -0.00069850715272418726 0.00091467748101433874
leaf_weight=46 60 51 49 3329 70 74 65
leaf_count=46 60 51 49 3329 70 74 65
internal_value=0 5.46058e-06 3.43223e-05 5.77853e-05 4.18965e-05 2.82712e-05 4.43585e-05
internal_weight=0 3684 3638 3587 3538 3468 3394
internal_count=3744 3684 3638 3587 3538 3468 3394
is_linear=0
shrinkage=0.0995203


Tree=5497
num_leaves=8
num_cat=0
split_feature=6 24 17 7 10 10 0
split_gain=0.0276865 0.0195662 0.0119496 0.00518999 0.00292482 0.00670345 0.00252047
threshold=0.23153500000000005 -0.071224999999999997 -0.57205499999999987 -0.23835999999999999 0.09056500000000002 0.084475000000000022 -0.021574999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5
right_child=-2 2 3 4 -6 -7 -8
leaf_value=-0.0020344760636713637 0.0021603246108920951 -0.001512154204755803 0.0010700518813914969 1.9458075090667644e-05 0.00067525855844306271 -0.00084758692995678541 0.00031808244693039007
leaf_weight=46 60 49 49 3076 70 85 309
leaf_count=46 60 49 49 3076 70 85 309
internal_value=0 4.91713e-06 3.09289e-05 5.22245e-05 3.79046e-05 2.48114e-05 4.69599e-05
internal_weight=0 3684 3638 3589 3540 3470 3385
internal_count=3744 3684 3638 3589 3540 3470 3385
is_linear=0
shrinkage=0.0995203


Tree=5498
num_leaves=9
num_cat=0
split_feature=20 24 20 6 6 19 6 8
split_gain=0.0232183 0.0157955 0.0140063 0.00432414 0.00640204 0.00261733 0.00404493 0.00391781
threshold=-0.24910499999999999 -0.071224999999999997 -0.15498999999999999 0.12386500000000002 0.11816500000000002 0.075380000000000016 -0.0072949999999999994 -0.49499500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -7 -4
right_child=1 2 3 -5 -6 6 -8 -9
leaf_value=0.0017810782263835399 -0.0018320046248795322 -0.0012697361418697365 -0.00069645567132417617 0.00079178764200535444 -0.0010917193410094354 9.0070281540958729e-05 0.00074398260678280046 3.6691166021503814e-05
leaf_weight=74 46 81 74 77 49 349 130 2864
leaf_count=74 46 81 74 77 49 349 130 2864
internal_value=0 3.35648e-07 2.38197e-05 5.36241e-05 3.6989e-05 5.34143e-05 0.00026925 1.79466e-05
internal_weight=0 3670 3624 3543 3466 3417 479 2938
internal_count=3744 3670 3624 3543 3466 3417 479 2938
is_linear=0
shrinkage=0.0995203


Tree=5499
num_leaves=11
num_cat=0
split_feature=6 24 17 7 19 19 2 26 2 21
split_gain=0.0204357 0.012839 0.00974712 0.00422152 0.00318004 0.00567463 0.00345456 0.00290451 0.00488241 0.00341364
threshold=0.23153500000000005 -0.071224999999999997 -0.57205499999999987 -0.23835999999999999 0.081005000000000021 0.088935000000000028 -0.097424999999999998 -0.23033499999999998 -0.095204999999999998 0.14495000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 -6 -7 8 -5 -9
right_child=-2 2 3 4 5 6 -8 9 -10 -11
leaf_value=-0.0016496831517704377 0.0018541004078682158 -0.0013702274432315386 0.00096060999320725219 0.0012780065569918733 0.0013275737170705339 -0.00062211341805987392 0.00026673879469812787 -1.0099138615845315e-05 -7.7867476023345326e-05 -0.00084813465691824545
leaf_weight=46 60 49 49 46 46 49 350 2941 59 49
leaf_count=46 60 49 49 46 46 49 350 2941 59 49
internal_value=0 2.29771e-06 2.34109e-05 4.26661e-05 2.97289e-05 0.000278525 0.00015553 -5.77856e-06 0.000508338 -2.41066e-05
internal_weight=0 3684 3638 3589 3540 445 399 3095 105 2990
internal_count=3744 3684 3638 3589 3540 445 399 3095 105 2990
is_linear=0
shrinkage=0.0995203


Tree=5500
num_leaves=18
num_cat=0
split_feature=18 3 18 6 6 5 5 5 26 5 9 2 5 30 3 3 3
split_gain=0.00782677 0.0046137 0.011999 0.00826624 0.0307123 0.00766087 0.00622029 0.0104793 0.0104486 0.0106923 0.00967788 0.00827625 0.00637798 0.00434893 0.00343962 0.0024375 0.00389794
threshold=0.26473000000000008 0.087045000000000025 -0.1394 0.088565000000000019 0.089725000000000013 -0.53715999999999997 -0.011514999999999999 -0.072874999999999981 0.086095000000000019 -0.0063549999999999995 0.083425000000000013 -0.082234999999999989 -0.088174999999999989 0.10262000000000003 0.087385000000000032 0.087625000000000022 0.087925000000000017
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 -5 -3 7 12 11 -10 -9 -8 -4 14 -7 -16 -17
right_child=-2 5 3 4 -6 13 8 10 9 -11 -12 -13 -14 -15 15 16 -18
leaf_value=0.0015425720709231481 -0.00098805156192995503 0.00097294655483275692 0.00014557292275464394 0.0029359865456984797 -0.00026142803758250104 -0.00078442476919343706 0.00048502927005929637 -7.8501287363666431e-05 -0.0022115242283511157 -0.00010316864342863569 0.0015634966524601325 -0.00090370788091371319 -0.0010638559846573405 0.00067989951077175538 0.00061010514384824517 -0.00076889322433998462 -1.4647320490790611e-05
leaf_weight=68 69 80 280 47 80 60 151 55 48 49 96 59 51 86 59 70 2342
leaf_count=68 69 80 280 47 80 60 151 55 48 49 96 59 51 86 59 70 2342
internal_value=0 8.10759e-05 0.000265578 0.000169886 0.000915422 1.34567e-05 4.88443e-05 0.000272745 -0.000300021 -0.00115492 0.000959997 9.09619e-05 -3.83011e-05 -1.55615e-05 -3.95158e-05 -2.10969e-05 -3.68761e-05
internal_weight=0 3681 984 916 127 2697 789 482 307 97 151 210 331 2617 2531 2471 2412
internal_count=3750 3681 984 916 127 2697 789 482 307 97 151 210 331 2617 2531 2471 2412
is_linear=0
shrinkage=0.0995203


Tree=5501
num_leaves=13
num_cat=0
split_feature=10 0 5 29 3 3 2 0 0 5 6 21
split_gain=0.00497792 0.0046468 0.00405052 0.00398323 0.00428205 0.00878699 0.0248266 0.00829833 0.0521913 0.00693743 0.00333289 0.00262651
threshold=0.09056500000000002 -0.25289499999999993 0.63223000000000018 0.093650000000000025 0.087045000000000025 0.08777500000000002 -0.086254999999999984 -0.086474999999999996 -0.085794999999999996 -0.011514999999999999 0.098855000000000012 0.097880000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 9 -9 -3 -7 -5
right_child=-2 2 -4 11 5 10 -8 8 -10 -11 -12 -13
leaf_value=0.00091365149899952727 0.00080392032419871634 0.00013826531871889019 -0.00078759813547844457 0.0011274186359653204 0.0011383841962731346 5.4778376038831695e-05 -0.001583500712710298 0.0034337597411586334 0.00012385152866732733 -0.0007098924921492331 -0.00025291146083937136 9.5289340406796665e-05
leaf_weight=59 86 336 60 54 47 1900 111 53 436 133 427 48
leaf_count=59 86 336 60 54 47 1900 111 53 436 133 427 48
internal_value=0 3.72302e-05 2.26594e-05 3.66042e-05 1.82021e-05 -5.04468e-05 -0.000768645 0.000197128 0.000484269 -0.000100512 -1.33032e-06 0.000649737
internal_weight=0 3664 3605 3545 3443 2485 158 958 489 469 2327 102
internal_count=3750 3664 3605 3545 3443 2485 158 958 489 469 2327 102
is_linear=0
shrinkage=0.0995203


Tree=5502
num_leaves=25
num_cat=0
split_feature=26 3 3 18 18 3 3 0 9 0 20 20 18 0 18 17 0 17 23 9 20 0 19 8
split_gain=0.00650863 0.0116908 0.00723169 0.00719872 0.018292 0.0131026 0.00826321 0.00515095 0.0188348 0.015247 0.00348632 0.00599023 0.00550608 0.00791012 0.00590285 0.00503314 0.0113647 0.00609419 0.00427775 0.00617474 0.0081877 0.00671761 0.00254442 0.00478142
threshold=0.096275000000000013 0.08785500000000003 0.090595000000000023 0.10189500000000003 0.086285000000000014 0.10057000000000002 0.11769000000000002 -0.077784999999999993 0.11351500000000002 -0.090789999999999996 -0.073489999999999986 -0.077394999999999992 -0.14343999999999998 -0.070664999999999992 -0.10726999999999999 0.11180000000000002 -0.085684999999999997 0.0053950000000000014 0.086650000000000019 -0.094329999999999997 -0.060199999999999997 -0.094389999999999988 0.031160000000000004 -0.086589999999999986
decision_type=2 2 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 7 -5 -7 9 -9 -4 11 15 13 -12 -14 17 -17 22 19 21 -21 -16 23 -1
right_child=1 2 3 5 -6 6 -8 8 -10 -11 12 -13 14 -15 18 16 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.00047879312433823343 -0.0013887335928203187 0.00089515337499158226 0.00023497953847202219 0.0011629709764767585 -0.0021633981485754419 -0.0014465330444952339 0.00040041869801453174 0.00066267167140317013 -0.0015693508039415728 -0.002059233133404953 -3.400450212657452e-05 -0.00088427732099386185 -0.00066560357411412502 0.0015023228731792669 0.0018565571704364256 -0.00017248938173368173 0.0016310646185373149 -0.00089840766705879844 -0.00064958789302170322 -0.0010745070040466193 0.00020368598214146332 0.00014422323040717532 0.00052109735992853098 -0.00020261674684526383
leaf_weight=131 76 67 70 91 53 47 48 158 49 48 59 77 85 73 46 82 59 79 59 51 1649 47 89 457
leaf_count=131 76 67 70 91 53 47 48 158 49 48 59 77 85 73 46 82 59 79 59 51 1649 47 89 457
internal_value=0 -0.000221977 -8.01506e-05 -0.000197463 -0.000447754 0.000306792 -0.00050472 -0.000165453 0.000130364 -0.000691322 0.000113017 -4.15515e-05 0.000186177 0.00080943 0.000143282 2.9877e-05 0.000576384 -7.09681e-05 0.000180849 0.000208632 0.000164859 0.000999987 2.43778e-05 -4.94138e-05
internal_weight=0 707 631 564 378 186 95 325 207 118 3043 974 2069 132 1937 897 141 756 1852 1793 1700 93 677 588
internal_count=3750 707 631 564 378 186 95 325 207 118 3043 974 2069 132 1937 897 141 756 1852 1793 1700 93 677 588
is_linear=0
shrinkage=0.0995203


Tree=5503
num_leaves=19
num_cat=0
split_feature=18 0 1 1 1 8 2 18 0 26 1 29 21 8 9 8 9 2
split_gain=0.00627532 0.00354 0.00372784 0.00699297 0.0119648 0.0147385 0.014323 0.00808395 0.00761061 0.00710326 0.0066898 0.005312 0.00565113 0.00429977 0.00399381 0.00339224 0.00417578 0.00303611
threshold=0.26473000000000008 -0.25289499999999993 -0.079844999999999985 -0.085739999999999997 -0.083899999999999988 -0.084979999999999986 -0.082954999999999987 -0.14343999999999998 -0.0033699999999999997 0.088325000000000028 -0.078729999999999994 0.093650000000000025 0.097880000000000009 0.24614500000000003 0.11408000000000003 -0.090440000000000006 0.09550500000000002 -0.088114999999999985
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 -5 -6 8 -3 -8 -4 13 -13 14 -12 17 -17 -9
right_child=-2 2 10 4 6 -7 9 15 -10 -11 11 12 -14 -15 -16 16 -18 -19
leaf_value=0.00082806010784027451 -0.00089488204154529493 0 -0.0010964988576852681 0.0026060906187286501 -0.001097488334393649 0.00017597965209925523 -0.00016232436285322908 0.0001251001528085935 0.0018077436055447434 0.0011170907285996648 -4.5231301371998559e-05 0.001477431958848671 -3.3547037064903788e-05 -0.00093937701112241248 0.00045015966845179088 0.00014152757953117323 -0.00062064626989709315 -0.00079538600707710337
leaf_weight=59 69 46 56 54 63 47 67 52 47 115 2035 49 47 50 175 534 82 103
leaf_count=59 69 46 56 54 63 47 67 52 47 115 2035 49 47 50 175 534 82 103
internal_value=0 6.24916e-05 4.9795e-05 0.000192411 0.000570659 0.00148335 0.000191064 3.99898e-05 0.000917075 0.000641599 -2.14103e-05 3.79611e-06 0.000729155 -2.66534e-05 -5.63308e-06 -6.47448e-05 3.87404e-05 -0.000481296
internal_weight=0 3681 3622 1210 346 101 245 864 93 182 2412 2356 96 2260 2210 771 616 155
internal_count=3750 3681 3622 1210 346 101 245 864 93 182 2412 2356 96 2260 2210 771 616 155
is_linear=0
shrinkage=0.0995203


Tree=5504
num_leaves=13
num_cat=0
split_feature=6 27 4 26 3 6 19 18 29 4 5 17
split_gain=0.00842084 0.00749724 0.0166737 0.00632361 0.00746877 0.00564652 0.00495774 0.00549893 0.00488463 0.00200428 0.00229748 0.00447425
threshold=0.23663500000000004 0.087140000000000009 0.086825000000000027 0.15222000000000005 0.10325000000000002 -0.46637499999999998 -0.072414999999999993 -0.43123499999999998 0.097705000000000028 0.13491500000000003 -0.47386999999999996 -0.078119999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 -7 -8 -9 10 -4 -12
right_child=-2 2 9 4 -6 6 7 8 -10 -11 11 -13
leaf_value=-0.00089569282217421501 -0.0012831005202236546 0.0022183287121973951 -0.00019043064824319971 -5.9875289737545742e-05 0.0015290285724830648 -0.00087045737425877332 0.00095109999074252411 -3.5329789584907426e-05 -0.00099107693421626622 -0.000315334386408401 -0.00011676410255635662 0.0011031441245754861
leaf_weight=81 52 46 56 62 54 72 55 3035 54 66 51 68
leaf_count=81 52 46 56 62 54 72 55 3035 54 66 51 68
internal_value=0 -7.4682e-06 0.000480797 -4.87664e-05 0.00067273 -7.43994e-05 -5.34593e-05 -3.4489e-05 -5.23026e-05 0.000145754 0.000324328 0.000573447
internal_weight=0 3700 287 3413 116 3297 3216 3144 3089 241 175 119
internal_count=3752 3700 287 3413 116 3297 3216 3144 3089 241 175 119
is_linear=0
shrinkage=0.0995203


Tree=5505
num_leaves=16
num_cat=0
split_feature=28 6 6 6 19 18 18 2 8 2 2 5 8 26 2
split_gain=0.0112752 0.00653232 0.00475758 0.0119931 0.00468792 0.00411862 0.00398528 0.00371754 0.00852498 0.0105922 0.00674392 0.0123552 0.0109369 0.010869 0.0078506
threshold=0.082705000000000015 0.23663500000000004 0.089165000000000022 0.08866000000000003 -0.072414999999999993 -0.43123499999999998 -0.13579499999999997 -0.085599999999999996 -0.079585000000000003 -0.091674999999999993 -0.070724999999999996 0.060575000000000011 -0.080364999999999992 0.091570000000000026 -0.063234999999999986
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 8 9 -4 11 13 -12 -9 -14
right_child=-2 -3 7 -5 5 6 -8 10 -10 -11 12 -13 14 -15 -16
leaf_value=-0.00087787726834148521 0.0012013929264231892 -0.001155406317071683 9.0076441535608934e-05 -0.0016240588208749718 0.00080516131396910309 -0.00050580601759224702 -2.9233769819671564e-05 -0.00065355163922880459 -0.00029447164158478024 0.0020261949365615703 0.0016012429039482154 -0.0016991569838835418 -0.00093457113512926632 0.00039412949103949249 0.0005482983270564001
leaf_weight=69 73 52 55 50 55 188 2383 153 69 59 65 46 52 273 110
leaf_count=69 73 52 55 50 55 188 2383 153 69 59 65 46 52 273 110
internal_value=0 -4.74441e-05 -3.13336e-05 -9.61332e-05 -6.7482e-05 -4.58765e-05 -6.44007e-05 0.00016941 0.000569296 0.00109928 6.35479e-05 -0.000149486 0.000510114 1.5928e-05 6.72622e-05
internal_weight=0 3679 3627 2745 2695 2626 2571 882 183 114 699 472 227 426 162
internal_count=3752 3679 3627 2745 2695 2626 2571 882 183 114 699 472 227 426 162
is_linear=0
shrinkage=0.0995203


Tree=5506
num_leaves=24
num_cat=0
split_feature=18 3 4 19 2 2 2 18 2 3 3 20 9 5 20 20 17 9 5 18 17 2 3
split_gain=0.00577322 0.0155708 0.0122453 0.00620999 0.00598224 0.0152712 0.006127 0.00761985 0.0077313 0.00559261 0.0125388 0.00426551 0.00514697 0.0106584 0.00882022 0.00782659 0.00792131 0.0105558 0.00516487 0.00546696 0.00546166 0.00392519 0.00317894
threshold=-0.026374999999999999 0.084795000000000023 0.079660000000000022 -0.072414999999999993 -0.069129999999999983 -0.072024999999999992 -0.063744999999999982 -0.091109999999999983 0.10003000000000002 0.11816500000000002 0.096595000000000028 -0.23598 0.097365000000000021 0.26760500000000004 -0.077044999999999988 -0.053499999999999999 0.021725000000000005 0.11351500000000002 0.11083500000000003 -0.019539999999999998 0.043850000000000007 -0.082484999999999989 0.11061500000000002
decision_type=2 2 2 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 9 -6 8 -8 10 -5 -2 13 18 -14 -16 17 -17 19 -13 -21 -20 -9
right_child=11 3 -4 4 6 -7 7 22 -10 -11 -12 12 14 -15 15 16 -18 -19 21 20 -22 -23 -24
leaf_value=0.0020305042489222333 -0.00087088732859322933 -0.00091552773177141806 0.0001052474039778773 -7.9594065016008853e-06 -0.0013546909488270497 0.0019181442250727533 -0.0012572416899758871 0.0011547104548775442 0.00023087874020671139 -0.00079047898585105048 0.0010014443594493251 -0.0012218181654247765 -0.0010282352740860008 -0.0016061663887852985 0.0016162947386433246 0.00059570091722285529 0.00098353971356366244 -0.00094843279587118582 -5.751425996327012e-05 -1.5603079980552908e-05 -0.00040488710173459638 0.0010734252410570639 0
leaf_weight=73 72 65 61 642 47 49 76 47 62 63 150 47 46 49 48 89 91 86 58 1211 509 61 50
leaf_count=73 72 65 61 642 47 49 76 47 62 63 150 47 46 49 48 89 91 86 58 1211 509 61 50
internal_value=0 0.000140451 0.00116019 3.05676e-05 8.31097e-05 0.000208492 -0.000315923 -0.000104686 -0.000582734 0.000109555 0.000182182 -0.000115289 -9.12275e-05 -0.000155774 0.000253438 0.000443806 0.000229151 -0.000158453 -0.000117658 -0.00016075 -0.00013128 0.000515332 0.000566984
internal_weight=0 1385 134 1251 1186 904 282 235 138 855 792 2367 2295 1935 360 314 266 175 1886 1767 1720 119 97
internal_count=3752 1385 134 1251 1186 904 282 235 138 855 792 2367 2295 1935 360 314 266 175 1886 1767 1720 119 97
is_linear=0
shrinkage=0.0995203


Tree=5507
num_leaves=15
num_cat=0
split_feature=28 19 9 9 18 0 18 9 18 17 8 17 0 2
split_gain=0.00952879 0.0041212 0.00491354 0.00758421 0.00446952 0.00527987 0.00319248 0.00426404 0.0100422 0.00441307 0.00395328 0.00839473 0.00699182 0.0027998
threshold=0.082705000000000015 -0.17233499999999999 0.11201500000000002 0.10744000000000002 0.10307000000000002 -0.064494999999999983 -0.015440000000000001 0.097365000000000021 0.11061000000000003 -0.53447999999999996 -0.086154999999999995 -0.013885 -0.086474999999999996 -0.051635
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 13 10 9 -9 -8 11 -3 -12 -4
right_child=-2 2 4 -5 -6 -7 7 8 -10 -11 12 -13 -14 -15
leaf_value=-0.00096766967103622365 0.0011068701497113334 0 -0.00011230698430329874 -0.0012431706642074389 -0.00025688864905346975 0.0013651548769647458 -0.0010061667216940376 -0.00026669854967117956 0.0014993296088303837 -0.00013549842131768379 -0.00054314110610533407 0.0012979131751636632 0.00011062347275226923 0.00086404893359280611
leaf_weight=47 73 141 76 53 75 66 60 81 52 1752 195 77 958 46
leaf_count=47 73 141 76 53 75 66 60 81 52 1752 195 77 958 46
internal_value=0 -4.11906e-05 -2.8976e-05 -6.15273e-05 0.000384889 0.000645272 -4.23941e-05 -0.000124534 0.000417624 -0.00016478 7.35389e-05 0.000462188 0 0.000249117
internal_weight=0 3679 3632 3369 263 188 3316 1945 133 1812 1371 218 1153 122
internal_count=3752 3679 3632 3369 263 188 3316 1945 133 1812 1371 218 1153 122
is_linear=0
shrinkage=0.0995203


Tree=5508
num_leaves=26
num_cat=0
split_feature=26 18 8 26 1 18 2 1 26 9 23 9 9 1 1 19 1 9 2 3 20 20 18 6 30
split_gain=0.00559432 0.00538892 0.0126746 0.00517048 0.00617363 0.0200064 0.0120222 0.00667614 0.0146871 0.00648109 0.00455609 0.00588005 0.00718378 0.00770128 0.0270322 0.00557013 0.00510948 0.00472237 0.00441892 0.00427873 0.00367101 0.0193668 0.00607514 0.00523408 0.00432034
threshold=0.093835000000000016 -0.070914999999999992 -0.071594999999999992 0.096275000000000013 -0.083284999999999984 0.087065000000000017 -0.081055000000000002 -0.067015000000000005 0.11746500000000003 0.11296000000000002 -0.022119999999999997 0.083925000000000013 0.084235000000000018 0.059230000000000012 0.081675000000000011 0.13265500000000005 0.031740000000000011 0.083610000000000032 -0.076524999999999996 0.091475000000000015 -0.071149999999999991 -0.049534999999999996 0.088635000000000019 0.038300000000000008 0.098380000000000009
decision_type=2 2 2 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 18 -3 5 -5 -6 8 -8 -9 -1 17 -13 15 -15 16 -14 20 -2 -16 22 -22 23 -12 -23
right_child=1 3 -4 4 6 -7 7 9 -10 -11 11 12 13 14 19 -17 -18 -19 -20 -21 21 24 -24 -25 -26
leaf_value=0.00076738881304899264 -0.00080131553763099802 0.00069045185773526651 0.00016589927334287265 -0.0023028974404623649 0.0010121440525777603 0.00038956420917589401 -0.0015700364525929851 0.00048334339103495914 0.00040834044435447312 -0.00054265186011021916 0.00020062452356830551 0.0010889770633742931 2.5163640910510298e-05 0.0025305592276820125 -0.00069821044249991149 0.0010475266433494037 -0.00099921785665365117 -0.00092929448577340804 -0.0022114600823631802 0.00034428745069624988 -0.0021152946608341667 1.7732156334998531e-05 0.0010057403600070697 -0.0009914858443095967 -0.00098433710626884513
leaf_weight=91 47 75 85 51 89 58 93 145 61 105 175 79 1345 57 52 51 50 70 46 154 49 562 72 46 46
leaf_count=91 47 75 85 51 89 58 93 145 61 105 175 79 1345 57 52 51 50 70 46 154 49 562 72 46 46
internal_value=0 -0.00021595 -0.000703863 -8.64561e-05 -0.000184607 -0.000862702 -3.30227e-05 -0.000265296 -0.000781078 4.91509e-05 7.37021e-05 5.09299e-05 0.000159916 0.00011649 0.000611997 2.58009e-05 -1.09657e-05 -0.000139314 -0.00150761 7.71586e-05 -8.02429e-05 -0.000211512 0.000211311 -4.3803e-05 -5.67359e-05
internal_weight=0 855 178 677 602 109 493 404 154 250 2899 2808 1788 1709 263 1446 1395 1020 93 206 950 657 293 221 608
internal_count=3754 855 178 677 602 109 493 404 154 250 2899 2808 1788 1709 263 1446 1395 1020 93 206 950 657 293 221 608
is_linear=0
shrinkage=0.0995203


Tree=5509
num_leaves=18
num_cat=0
split_feature=5 17 9 24 5 20 8 2 5 20 1 5 10 20 9 3 9
split_gain=0.00358584 0.0110627 0.00949657 0.0131289 0.00405446 0.0066808 0.00365572 0.00563162 0.00346675 0.0108269 0.0107398 0.00351735 0.00345439 0.00339361 0.00279854 0.0120184 0.00990801
threshold=-0.14118999999999998 -0.008069999999999999 0.11408000000000003 -0.070599999999999996 -0.27157999999999999 -0.067119999999999999 0.0017700000000000003 -0.083665000000000003 -0.096354999999999996 -0.076664999999999997 0.00095500000000000023 -0.092864999999999989 0.09056500000000002 -0.15615999999999999 0.092855000000000021 0.092200000000000018 0.091690000000000021
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 -6 7 -5 9 -2 -11 -10 13 -13 16 -16 -15
right_child=8 2 -4 4 5 -7 -8 -9 11 10 -12 12 -14 14 15 -17 -18
leaf_value=0.0016663228242526338 -0.0017596075060496734 0.001811128938517686 -0.00096967306602804815 0.0008353295162145262 -0.00013053205133471929 0.0014989800137918138 -0.00085086418083857697 -0.0001065672169642867 0.0006178519885173642 -0.0010666645839451509 0.00097653127306912286 -0.00064814683773202909 0.0008187380729409874 -2.430505068802456e-05 -0.0017024685157912196 -8.5778061837490157e-05 0.00091656400187871846
leaf_weight=48 47 48 73 77 49 49 48 339 84 46 57 91 46 1814 49 671 118
leaf_count=48 47 48 73 77 49 49 48 339 84 46 57 91 46 1814 49 671 118
internal_value=0 0.000204815 0.000100904 0.000230364 9.38957e-05 0.000675871 -2.72573e-05 6.58065e-05 -4.07732e-05 -0.000507373 5.60881e-05 -1.61269e-05 -3.55148e-05 -5.01391e-05 -2.93105e-05 -0.00019694 3.27363e-05
internal_weight=0 731 683 610 562 98 464 416 3023 150 103 2873 2789 2743 2652 720 1932
internal_count=3754 731 683 610 562 98 464 416 3023 150 103 2873 2789 2743 2652 720 1932
is_linear=0
shrinkage=0.0995203


Tree=5510
num_leaves=29
num_cat=0
split_feature=26 18 26 18 3 0 5 5 0 0 26 26 18 6 18 26 26 3 6 18 23 6 20 21 21 4 20 0
split_gain=0.00448674 0.00428092 0.00925876 0.0047761 0.00362539 0.00585297 0.00660898 0.00904583 0.00621213 0.00370045 0.00353295 0.0158343 0.00737967 0.0135324 0.0131369 0.0142289 0.0228032 0.00640999 0.00817138 0.00497448 0.00418604 0.00405457 0.00395966 0.0046193 0.00441953 0.00547376 0.00357103 0.00300306
threshold=0.093835000000000016 -0.070914999999999992 0.096535000000000024 -0.060544999999999995 0.14530500000000005 -0.095114999999999991 -0.082635 -0.076589999999999991 -0.079564999999999983 -0.1021 0.084815000000000015 0.085155000000000022 -0.082304999999999989 0.094810000000000019 -0.017129999999999996 0.09167500000000002 0.089545000000000027 0.090835000000000013 0.083720000000000031 -0.013125 -0.022119999999999997 0.094810000000000019 -0.23803499999999997 0.13042000000000004 0.11754000000000002 0.11284500000000003 0.059705000000000015 -0.072274999999999992
decision_type=2 2 2 2 2 2 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 9 8 -8 -7 -5 20 -12 13 17 15 16 -14 18 -13 -16 -1 -21 -22 24 25 -24 -25 -4
right_child=1 3 27 4 -6 6 7 -9 -10 -11 11 12 14 -15 19 -17 -18 -19 -20 21 22 -23 23 26 -26 -27 -28 -29
leaf_value=0.00063245068199752432 -0.0015645919956209402 0.00078270858361216653 -0.0006202261992584822 -6.0434715045886689e-05 0.00063903378855791461 -0.00033622960465203461 0.0010339057679470199 -0.00040052650961848089 -0.0018828896340428501 0.0010579470523134811 0.0017616417609949426 -0.0011954873107622322 0.00058335331147365871 -0.0018923237046913428 -0.00094188109987836176 -0.00050955516659251493 0.003249514422709199 0.00082351405587218385 0.00023769168191863142 4.0977208177891942e-05 -0.00083482240801455642 0.00098883994982296814 4.098023086195617e-05 0.0012058964141517252 -0.00097673496947869366 -0.0004983375720100544 2.3073993194774054e-05 0.00040980993425894421
leaf_weight=91 66 58 53 72 51 55 51 291 51 48 61 67 97 46 47 47 48 64 94 539 63 49 1210 51 52 220 53 59
leaf_count=91 66 58 53 72 51 55 51 291 51 48 61 67 97 46 47 47 48 64 94 539 63 49 1210 51 52 220 53 59
internal_value=0 -0.000194014 -0.000628968 -7.84452e-05 -0.000160457 -0.000233684 -0.000399917 -0.000184226 -0.0010881 0.000380096 6.5384e-05 0.000200074 0.000112574 -0.000336819 0.000260826 0.000982359 0.00147159 -1.51666e-05 -0.00035364 4.13724e-05 -2.38611e-05 0.000121358 -6.05761e-05 -2.93049e-05 -7.47898e-05 -4.14193e-05 0.000610984 -7.03088e-05
internal_weight=0 855 178 677 619 568 448 342 106 120 2899 1159 1098 271 827 192 145 225 161 635 1740 588 1649 1586 1482 1430 104 112
internal_count=3754 855 178 677 619 568 448 342 106 120 2899 1159 1098 271 827 192 145 225 161 635 1740 588 1649 1586 1482 1430 104 112
is_linear=0
shrinkage=0.0995203


Tree=5511
num_leaves=34
num_cat=0
split_feature=26 1 18 3 18 9 26 26 26 18 0 17 2 2 2 1 1 3 3 0 3 3 19 1 21 17 5 3 3 3 17 3 2
split_gain=0.00364086 0.00402199 0.0152123 0.00955993 0.0333394 0.00586276 0.0111211 0.0251865 0.0117895 0.0113417 0.00977567 0.0100022 0.00759666 0.00558029 0.0150146 0.00352996 0.0206092 0.00510548 0.0160718 0.0131785 0.00576314 0.00727921 0.00461207 0.00378604 0.00372806 0.00681074 0.00602979 0.00506053 0.0158644 0.0053502 0.0112933 0.00840585 0.00165135
threshold=0.093835000000000016 -0.083284999999999984 -0.020389999999999998 0.090595000000000023 0.089775000000000021 0.097365000000000021 0.11790500000000002 0.097505000000000022 0.095150000000000026 0.090540000000000023 -0.072274999999999992 0.011640000000000003 -0.077544999999999989 -0.072624999999999981 -0.065059999999999993 0.059230000000000012 0.067120000000000027 0.093835000000000016 0.10377500000000002 -0.11170000000000001 0.10997000000000003 0.11693000000000002 0.13251500000000005 0.50996500000000011 -0.021529999999999997 -0.0065549999999999992 0.0076350000000000012 0.11741000000000003 0.12651000000000004 0.10807500000000002 -0.45380999999999999 0.092300000000000021 -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 2 2 2 2 2
left_child=15 2 -2 4 -3 6 7 8 -5 -9 11 -7 -8 -12 -15 22 -17 19 -19 -18 -20 -22 24 -21 25 26 -1 29 -29 31 -31 -26 -4
right_child=1 3 32 5 -6 10 12 9 -10 -11 13 -13 -14 14 -16 16 17 18 20 23 21 -23 -24 -25 27 -27 -28 28 -30 30 -32 -33 -34
leaf_value=0.00051071607289286008 -0.0019122800976737594 0.0025270754111816969 -0.00026976219149462511 -0.0011560745655023921 -0.0010320968132078345 2.1531251971820427e-05 0.0012553192076215744 -0.0032503317679815416 0.00089923853172650214 -0.0010300905502754576 0.00052290121705469083 0.0019522872987733065 -0.00047630796891490651 -0.0021515729034778676 0.00010633249084663165 0.002207587942390182 -0.0018017222581997367 0.0019544787369106327 -0.00068848191127395604 -0.00031224915883485489 0.0012681405452616133 7.0303590857736615e-06 0.00082792332584909168 0.00086816053220723595 0.00012543518015672837 -0.0012472763118162122 -0.00070177735261568513 -0.0020159778118117857 0.00026557896353130009 0.0015833803094004596 -0.00013386190566761584 -0.00042047896070935594 0.00053171751971611695
leaf_weight=87 58 54 53 47 50 65 47 47 67 47 49 46 53 46 78 50 46 50 81 60 57 228 65 48 1352 67 76 48 80 68 84 352 48
leaf_count=87 58 54 53 47 50 65 47 47 67 47 49 46 53 46 78 50 46 50 81 60 57 228 65 48 1352 67 76 48 80 68 84 352 48
internal_value=0 -0.000174706 -0.000626964 -7.02124e-05 0.000808064 -0.000225887 -0.000527044 -0.000942717 4.46915e-05 -0.00214892 9.78372e-05 0.00082904 0.000329371 -0.000366584 -0.000724676 5.89613e-05 0.000269515 9.80727e-05 0.000280439 -0.000389237 4.9508e-05 0.000262125 1.32104e-06 0.000204798 -2.25771e-05 -0.000402045 -4.95961e-05 2.1001e-05 -0.00058361 6.31394e-05 0.000628993 1.21838e-05 0.000103034
internal_weight=0 855 159 696 104 592 308 208 114 94 284 111 100 173 124 2899 620 570 416 154 366 285 2279 108 2214 230 163 1984 128 1856 152 1704 101
internal_count=3754 855 159 696 104 592 308 208 114 94 284 111 100 173 124 2899 620 570 416 154 366 285 2279 108 2214 230 163 1984 128 1856 152 1704 101
is_linear=0
shrinkage=0.0995203


Tree=5512
num_leaves=18
num_cat=0
split_feature=22 2 1 1 2 2 6 1 6 1 4 4 4 8 2 3 2
split_gain=0.0203876 0.0042731 0.00456592 0.0170461 0.00692237 0.0187878 0.00903794 0.0121637 0.00945798 0.00441259 0.00389885 0.00703436 0.00698074 0.00479644 0.00378086 0.011975 0.00491737
threshold=0.13160500000000006 0.41639000000000009 -0.083684999999999996 -0.084759999999999988 -0.080914999999999987 -0.081344999999999987 0.091495000000000007 -0.073104999999999989 0.086420000000000011 -0.079629999999999992 0.10300500000000003 0.10777500000000002 0.094025000000000011 -0.090440000000000006 -0.078454999999999983 0.087515000000000023 -0.077604999999999993
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 6 8 -8 -4 -6 12 -12 13 -1 15 -11 -16
right_child=-2 -3 4 -5 9 -7 7 -9 -10 14 11 -13 -14 -15 16 -17 -18
leaf_value=-0.0004285362725477137 -0.0019176777611234366 -0.00068550354690399145 -0.00014012238151461115 0.001884246056718295 0.00087665206541574965 -0.0019101205971073171 0.0019135646796633512 -0.00020640327486010752 -0.0012165197418626775 -0.0016280995694546063 0.001388312220735791 -7.9557611722200669e-05 -0.0010126441186319825 0.00022360596676552317 0.00088973721908546302 4.4770925881401462e-05 5.8173915846600266e-05
leaf_weight=138 56 89 755 56 65 64 47 61 91 54 60 68 61 576 75 193 1228
leaf_count=138 56 89 755 56 65 64 47 61 91 54 60 68 61 576 75 193 1228
internal_value=0 -4.13972e-06 1.25147e-05 0.000198619 -5.49579e-05 -0.000258383 -0.000146716 0.000708596 -0.000256873 7.27622e-05 9.31775e-05 0.000602111 8.06507e-06 9.64151e-05 3.85225e-05 -0.000317644 0.000106667
internal_weight=0 3681 3592 959 2633 1018 954 108 846 1615 903 128 775 714 1550 247 1303
internal_count=3737 3681 3592 959 2633 1018 954 108 846 1615 903 128 775 714 1550 247 1303
is_linear=0
shrinkage=0.0995203


Tree=5513
num_leaves=19
num_cat=0
split_feature=10 18 9 10 4 8 18 8 18 20 5 1 1 26 8 0 20 8
split_gain=0.0250739 0.0114314 0.0109384 0.004812 0.00415449 0.00350518 0.00580978 0.00786859 0.00633192 0.00629213 0.00508796 0.0047874 0.00970289 0.010282 0.00830478 0.00886718 0.00861929 0.00275328
threshold=0.093790000000000026 0.14607000000000003 0.089645000000000016 0.085705000000000017 0.10533000000000002 -0.084514999999999993 0.090725000000000014 -0.074844999999999981 0.088635000000000019 -0.062769999999999992 -0.095169999999999991 -0.08616 -0.089819999999999997 0.087435000000000027 -0.08595499999999999 -0.085474999999999982 -0.085594999999999991 -0.057284999999999996
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 11 8 -8 9 -7 -9 12 13 -1 16 -16 -13 -4
right_child=-2 2 17 4 -6 6 7 10 -10 -11 -12 14 -14 -15 15 -17 -18 -19
leaf_value=0.00046834392977932642 -0.0019523628145251461 0.0016043180406320773 -0.00047022451945431717 0.0013125448158351058 0 -0.00020788799825624738 0.00075408372034433302 0.00033889024036323599 0.0011120477814078309 0.00018781676687305935 -0.00079037718570605393 0.00067852280889578811 0.0014930517428695315 -0.001069517869226641 -0.0017574169246879641 -0.00015727429544334354 -0.00028653720089801313 0.00053464403052406106
leaf_weight=114 66 84 48 48 47 599 51 47 58 1181 221 104 47 69 73 67 752 61
leaf_count=114 66 84 48 48 47 599 51 47 58 1181 221 104 47 69 73 67 752 61
internal_value=0 4.57488e-06 0.000750286 -3.65705e-05 0.000661306 -5.641e-05 1.96184e-05 -0.000371943 8.80226e-05 5.41955e-05 -0.000589279 -0.000190841 0.000216382 -0.000107032 -0.0002857 -0.000997482 -0.000168331 8.46228e-05
internal_weight=0 3671 193 3478 95 3383 2157 319 1838 1780 268 1226 230 183 996 140 856 109
internal_count=3737 3671 193 3478 95 3383 2157 319 1838 1780 268 1226 230 183 996 140 856 109
is_linear=0
shrinkage=0.0995203


Tree=5514
num_leaves=13
num_cat=0
split_feature=10 18 8 10 17 8 8 8 18 1 4 8
split_gain=0.0203329 0.00932012 0.0102557 0.00376159 0.00370259 0.00400148 0.0310379 0.00434801 0.00457716 0.00365256 0.0034814 0.00346695
threshold=0.093790000000000026 0.14994000000000005 -0.094375000000000001 0.085705000000000017 -0.55754499999999996 -0.099434999999999996 -0.11187999999999999 -0.09602999999999999 0.10015500000000002 -0.049499999999999995 0.10533000000000002 -0.49499500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 11 -7 -9 -4 -5 -6
right_child=-2 2 9 10 5 7 -8 8 -10 -11 -12 -13
leaf_value=-0.00081773134473753803 -0.0017580631874209796 0.0019539798398237151 -0.00037404823173281646 0.0011819201644869143 -0.00051701379334070376 0.00088110363476830069 -0.0027621312806624791 2.994889691302857e-05 -0.00038169869598450134 0.00069651930581578886 0 0.00019592554252658112
leaf_weight=61 66 48 54 48 94 55 46 2605 298 74 48 240
leaf_count=61 66 48 54 48 94 55 46 2605 298 74 48 240
internal_value=0 4.15916e-06 0.000710994 -3.12012e-05 -4.87748e-05 -3.44773e-05 -0.000338514 4.30405e-06 -1.20257e-05 0.000238478 0.000582489 -2.27112e-06
internal_weight=0 3671 176 3495 3399 3338 380 2958 2903 128 96 334
internal_count=3737 3671 176 3495 3399 3338 380 2958 2903 128 96 334
is_linear=0
shrinkage=0.0995203


Tree=5515
num_leaves=9
num_cat=0
split_feature=22 18 21 29 10 8 1 8
split_gain=0.0165567 0.00778004 0.011127 0.00341334 0.00343878 0.00252024 0.00448727 0.00327351
threshold=0.13160500000000006 0.14994000000000005 0.089755000000000015 0.10207000000000002 0.09056500000000002 -0.51030999999999993 -0.52333999999999992 -0.41646
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -7 -8
right_child=-2 2 -4 -5 -6 6 7 -9
leaf_value=0.0006697363048322509 -0.0017224424177046302 0.0014385773394676056 -0.00015014150745235161 -0.00067322095488651435 0.0006376210887160781 -0.00088747164907728218 0.00061952373481752331 -4.1000906878800693e-05
leaf_weight=50 56 88 85 80 78 61 76 3163
leaf_count=50 56 88 85 80 78 61 76 3163
internal_value=0 1.53219e-06 0.000653261 -3.0375e-05 -1.5134e-05 -3.05768e-05 -4.14357e-05 -2.52496e-05
internal_weight=0 3681 173 3508 3428 3350 3300 3239
internal_count=3737 3681 173 3508 3428 3350 3300 3239
is_linear=0
shrinkage=0.0995203


Tree=5516
num_leaves=18
num_cat=0
split_feature=10 5 17 9 23 26 4 4 4 3 3 8 4 4 20 0 3
split_gain=0.00920374 0.00638099 0.0505948 0.00813054 0.0171087 0.0105859 0.00633668 0.0104879 0.00749465 0.00986434 0.0314496 0.00670671 0.00624664 0.00479504 0.00402398 0.00381648 0.00232776
threshold=0.09056500000000002 -0.10586999999999999 -0.0082649999999999998 0.11408000000000003 -0.067359999999999989 0.11215000000000001 0.094025000000000011 0.088720000000000021 0.09939000000000002 0.11089500000000001 0.12212000000000002 -0.011315 0.084755000000000025 0.078940000000000024 -0.094259999999999997 -0.061654999999999995 0.14166500000000004
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 14 7 12 -8 11 -11 -10 13 15 -6 -3 -12
right_child=-2 6 3 -5 5 -7 8 -9 9 10 16 -13 -14 -15 -16 -17 -18
leaf_value=-0.0031526758413499062 0.00099592937566559477 0.00010168749221187077 0.0018453153532803229 -0.0010848238429513103 -0.00069054360094272663 -0.0015244899951371246 -0.001474067062487115 0.0014949289202074488 -0.00027578076250288499 -0.0028200030119760271 0.00068098731699518366 0.00093424172341582663 -0.00081756714952331512 0.00092520334218134574 0.00011555995824655696 -0.00031408896100205351 -0.00021104567124320705
leaf_weight=57 86 2056 48 71 70 48 51 51 89 50 49 91 79 65 493 244 69
leaf_count=57 86 2056 48 71 70 48 51 51 89 50 49 91 79 65 493 244 69
internal_value=0 -4.53698e-05 -0.000296711 -7.25889e-05 3.52261e-05 -0.000105634 2.26974e-05 8.18532e-05 -0.000345159 -0.000177363 -0.000727345 0.000331405 5.20309e-05 8.1425e-05 1.38798e-05 5.72231e-05 0.000152437
internal_weight=0 3681 787 730 659 611 2894 2495 399 348 168 180 2444 2365 563 2300 118
internal_count=3767 3681 787 730 659 611 2894 2495 399 348 168 180 2444 2365 563 2300 118
is_linear=0
shrinkage=0.0995203


Tree=5517
num_leaves=21
num_cat=0
split_feature=1 1 10 20 21 21 20 10 7 1 21 3 6 3 8 8 0 0 21 5
split_gain=0.00778277 0.0468454 0.00764703 0.00650385 0.00821043 0.00744295 0.00641387 0.00476396 0.00373949 0.0034638 0.0110419 0.00384448 0.00794536 0.00421204 0.00320969 0.00864751 0.00643574 0.0025764 0.0019685 0.00145372
threshold=0.061835000000000008 0.067120000000000027 0.09056500000000002 -0.06470999999999999 0.10068500000000002 -0.080634999999999998 -0.0070099999999999997 0.086165000000000019 -0.073114999999999999 0.039665000000000013 0.10940500000000002 0.11197500000000002 0.12638500000000005 0.10807500000000002 0.10528000000000003 -0.022279999999999998 -0.11896 -0.117355 0.11412000000000001 -0.46617999999999998
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 5 -3 17 8 -1 11 -11 13 -13 -10 15 16 -8 -5 -6 -17
right_child=1 3 -4 6 18 -7 14 -9 9 10 -12 12 -14 -15 -16 19 -18 -19 -20 -21
leaf_value=0.00091090037932964297 -0.0033493913541065806 -0.00029208138152251635 0.0013114109434777404 0.0013463027696952031 0.00056774329341603312 -0.0019138344239837573 -0.0010885118552395956 -0.00092149758147357249 2.7008158903278864e-05 0.0013199147078440685 -0.0004421427506669022 -0.00056363062468475604 0.0007234724189461619 0.00079032388230059901 -0.00080936424566472784 0.00040759986326993045 3.6455521364902526e-05 0.00028834661470663155 -0.00033871417401994781 0.0012226290295379453
leaf_weight=49 47 56 47 48 48 59 70 51 2350 77 64 253 58 74 52 46 175 48 46 49
leaf_count=49 47 56 47 48 48 59 70 51 2350 77 64 253 58 74 52 46 175 48 46 49
internal_value=0 -0.000307777 5.14601e-05 -0.000101501 -0.000566606 -0.00113123 9.60161e-05 3.12865e-05 4.81791e-05 3.31958e-05 0.00051431 8.09311e-06 -0.00032096 5.06484e-05 -8.06311e-05 2.84146e-05 -0.000281623 0.000825852 0.000115449 0.000836601
internal_weight=0 744 3023 697 209 115 488 2976 2925 2876 141 2735 311 2424 392 340 245 96 94 95
internal_count=3767 744 3023 697 209 115 488 2976 2925 2876 141 2735 311 2424 392 340 245 96 94 95
is_linear=0
shrinkage=0.0995203


Tree=5518
num_leaves=30
num_cat=0
split_feature=1 1 5 20 21 9 26 6 21 9 9 9 0 8 9 6 6 9 3 9 21 0 0 0 9 0 9 9 1
split_gain=0.00654934 0.0405087 0.0058796 0.00500435 0.00787954 0.00665747 0.0144435 0.00485424 0.00449475 0.00422418 0.00839323 0.0135322 0.00856846 0.0128233 0.00810928 0.00582953 0.00762681 0.00615812 0.0265226 0.00652859 0.0050857 0.00477299 0.00938003 0.0112761 0.0074581 0.00722465 0.0061097 0.00819806 0.00452295
threshold=0.063010000000000024 0.070450000000000026 -0.11517000000000001 -0.06470999999999999 0.10403500000000003 0.11408000000000003 0.098705000000000029 -0.045589999999999999 -0.080634999999999998 0.091690000000000021 0.089935000000000029 0.08938500000000002 -0.083039999999999989 -0.077784999999999993 0.092465000000000033 -0.093749999999999986 -0.097455 0.088510000000000019 0.089735000000000023 0.088285000000000016 0.09266000000000002 -0.073219999999999993 -0.069824999999999984 -0.065939999999999985 0.095415000000000014 -0.096359999999999987 0.094435000000000033 0.097365000000000021 -0.06921999999999999
decision_type=2 2 2 2 2 2 2 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 8 6 7 -5 -3 10 11 15 -12 -14 -11 16 20 19 -19 -17 -1 25 -23 -24 -25 -16 28 -28 -27
right_child=1 2 -4 5 -6 -7 -8 -9 -10 14 12 -13 13 -15 21 17 -18 18 -20 -21 -22 22 23 24 -26 26 27 -29 -30
leaf_value=-0.00040104743340888205 -0.0031114994349952128 -0.00027970549517649968 -0.00083939970157281666 -8.2466630689183285e-05 0.0005705032664705328 -0.00083169874939783206 0.0018231757606937452 0.00093409074966276269 -0.0015795225636496225 0.0011833435269218812 0.0002800299821473417 0.0015126893193167701 -8.0441057157450876e-05 -0.002200312622238403 -0.00070548130656708583 -7.1028372840124861e-05 0.0013769047057207117 0.00047957721789655092 -0.0025776972431067152 0.0011079952053203918 0.00063242448049444233 -0.00099488603364045755 0.0012277696099338173 -0.0012463066302992308 8.5826114031902317e-05 0.00046785202909570837 -0.00040863542905473122 0.00079930821620115863 0.0017676962343627701
leaf_weight=95 47 55 90 270 50 54 56 56 54 80 58 59 55 60 51 1464 63 67 48 48 93 90 75 50 244 52 100 124 59
leaf_count=95 47 55 90 270 50 54 56 56 54 80 58 59 55 60 51 1464 63 67 48 48 93 90 75 50 244 52 100 124 59
internal_value=0 -0.000284628 -8.94719e-05 2.25868e-05 -0.000453792 0.00019819 0.000345919 8.96457e-05 -0.000931162 4.69444e-05 -3.04521e-05 2.84609e-05 -0.000694805 -0.00119358 0.000224377 -1.77323e-05 0.000428132 -8.70197e-05 -0.000789385 -3.30576e-05 0.000105837 0.000132619 -8.28152e-05 0.000137423 -0.000137943 0.000390916 0.000560274 0.000256393 0.00116614
internal_weight=0 732 685 595 159 436 382 326 109 3035 2110 1937 173 115 925 1878 251 1627 115 1512 188 845 459 369 294 386 335 224 111
internal_count=3767 732 685 595 159 436 382 326 109 3035 2110 1937 173 115 925 1878 251 1627 115 1512 188 845 459 369 294 386 335 224 111
is_linear=0
shrinkage=0.0995203


Tree=5519
num_leaves=23
num_cat=0
split_feature=10 1 1 26 4 4 22 0 3 3 18 8 1 0 8 4 2 1 1 2 36 18
split_gain=0.00681217 0.00606095 0.0326102 0.0084628 0.0045456 0.00691323 0.00531402 0.00564892 0.01074 0.0124913 0.00983799 0.00983278 0.00435926 0.0109524 0.0144471 0.010356 0.00830341 0.00416987 0.00763822 0.00479259 0.0031103 0.00309428
threshold=0.09056500000000002 0.064860000000000015 0.078505000000000019 0.11215000000000001 0.094025000000000011 0.088720000000000021 0.078345000000000012 -0.0033699999999999997 0.10850000000000003 0.12274500000000002 -0.057764999999999997 -0.089779999999999985 0.0022300000000000006 -0.088329999999999992 -0.012839999999999999 0.084755000000000025 -0.078244999999999995 0.18123500000000006 0.25544500000000009 -0.065379999999999994 0.088355000000000031 0.11504500000000002
decision_type=2 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 5 12 7 8 11 -10 -9 -6 15 14 -14 21 -15 19 -19 -4 -20 -1
right_child=-2 2 3 -5 6 -7 -8 10 9 -11 -12 -13 13 16 -16 -17 -18 18 20 -21 -22 -23
leaf_value=8.4736106708234137e-05 0.00085965627801491316 -0.0026054129278155909 0.0012689023300408201 -0.0010892411818438394 -0.00032984427957347508 0.0011681545776886155 0.00055468095586211363 -5.276840563143913e-05 -0.0018298731270103151 0.00023468928907489418 -0.0017470891826486411 0.0016528398242403924 0.00026190517688684788 -0.00098965603177574588 0.0023497166875299522 -0.0010851598387991495 0.0003832910205013476 -0.0012151357849416865 -4.4300445901740552e-05 -8.1917597817947267e-05 0.00081663475205733991 -0.00029647459165306559
leaf_weight=1876 86 56 53 75 49 56 63 67 56 59 71 49 89 68 53 84 121 53 350 49 47 237
leaf_count=1876 86 56 53 75 49 56 63 67 56 59 71 49 89 68 53 84 121 53 350 49 47 237
internal_value=0 -3.61984e-05 -0.000303838 -9.69687e-05 2.45018e-05 7.38036e-05 -0.00028124 -0.00043361 -0.000107891 -0.000763545 -0.000930417 0.000653145 4.92378e-05 0.000385936 0.00104692 -1.11654e-06 -0.000106348 3.6368e-05 -9.2279e-05 0.000611954 5.55619e-05 4.1591e-05
internal_weight=0 3681 683 627 2998 2584 414 351 213 115 138 98 2528 331 142 2197 189 552 450 102 397 2113
internal_count=3767 3681 683 627 2998 2584 414 351 213 115 138 98 2528 331 142 2197 189 552 450 102 397 2113
is_linear=0
shrinkage=0.0995203


Tree=5520
num_leaves=11
num_cat=0
split_feature=29 18 21 21 21 36 2 3 3 3
split_gain=0.00289877 0.00294156 0.00467759 0.00602194 0.00393307 0.00344232 0.0030873 0.00471052 0.00318763 0.00298689
threshold=-0.096654999999999991 0.12487500000000003 0.13765500000000006 0.12393500000000003 0.11908500000000002 0.088655000000000025 -0.079555000000000001 0.11061500000000002 0.14426500000000003 0.089535000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 9 -3 -8 -9 -2
right_child=1 6 -4 -5 -6 -7 7 8 -10 -11
leaf_value=-0.00052847211581615679 -4.1208957732309152e-05 0.00023666436290346673 0.00086756601701455411 -0.00083546296280611514 0.00098291345152943382 0.0008243363896189242 -0.0010258761029804738 0.00050752625129259123 -0.00058349045528802298 0.00015400182464327794
leaf_weight=82 1379 89 76 70 49 61 84 54 52 1761
leaf_count=82 1379 89 76 70 49 61 84 54 52 1761
internal_value=0 6.88553e-05 9.45491e-05 7.66069e-05 9.65034e-05 8.26787e-05 -0.000240957 -0.000468993 -1.99666e-05 6.801e-05
internal_weight=0 3675 3396 3320 3250 3201 279 190 106 3140
internal_count=3757 3675 3396 3320 3250 3201 279 190 106 3140
is_linear=0
shrinkage=0.0995203


Tree=5521
num_leaves=11
num_cat=0
split_feature=22 23 4 4 4 2 4 20 30 8
split_gain=0.00248199 0.00298023 0.00352701 0.00295859 0.00846652 0.00866968 0.00792393 0.00555766 0.00502276 0.00986348
threshold=0.13240000000000005 0.086650000000000019 0.14727500000000002 0.12182500000000003 0.11240500000000002 0.12875500000000004 0.10845500000000002 -0.060199999999999997 0.095355000000000023 -0.08237499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6 9 -5
right_child=-2 -3 -4 8 7 -7 -8 -9 -10 -11
leaf_value=7.5525149869427028e-05 0.00074053347632435499 -0.00067269066683046236 0.00069358419381981764 0.00010470081673531905 1.3129999547647995e-05 -0.0011174807957616635 -0.0010177995354107255 0.0014148358162437906 0.00039896348579321328 -0.0015150537963576829
leaf_weight=3101 51 57 83 79 47 64 67 74 65 69
leaf_count=3101 51 57 83 79 47 64 67 74 65 69
internal_value=0 4.03441e-05 5.17065e-05 3.6537e-05 5.95905e-05 2.87298e-05 5.2144e-05 0.000877137 -0.000322523 -0.000644924
internal_weight=0 3706 3649 3566 3353 3232 3168 121 213 148
internal_count=3757 3706 3649 3566 3353 3232 3168 121 213 148
is_linear=0
shrinkage=0.0995203


Tree=5522
num_leaves=13
num_cat=0
split_feature=17 3 3 20 20 21 6 18 6 17 38 17
split_gain=0.00250248 0.00532865 0.00840593 0.00779758 0.00396479 0.0058219 0.00276412 0.0114056 0.00446291 0.0108743 0.00381766 0.00368694
threshold=-0.53166999999999998 0.11275500000000002 0.10457000000000002 -0.0093149999999999986 -0.23803499999999997 0.15544000000000005 0.11642500000000001 -0.067359999999999989 0.10681500000000003 0.059130000000000009 -0.083229999999999985 -0.14169499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 8 -8 10 -10 -6 -12
right_child=4 -3 -4 -5 5 -7 7 -9 9 -11 11 -13
leaf_value=-0.00011064501401215881 -0.00062458338985631916 0.0011867596578910339 -0.0007432941298252001 0.0014968879002666333 0.00088891538559780423 0.001075972306955153 0.0014617377027708277 -0.00029946381235377076 0.000302964169290551 -0.0017368681909251343 -0.00024698730807897726 5.802953341134989e-05
leaf_weight=65 91 58 73 54 50 53 63 85 55 48 462 2600
leaf_count=65 91 58 73 54 50 53 63 85 55 48 462 2600
internal_value=0 0.000349572 9.24079e-05 0.000611945 2.31914e-05 4.06874e-05 2.41281e-05 0.000444706 4.51252e-06 -0.00063969 2.60972e-05 1.17407e-05
internal_weight=0 250 192 119 3507 3416 3363 148 3215 103 3112 3062
internal_count=3757 250 192 119 3507 3416 3363 148 3215 103 3112 3062
is_linear=0
shrinkage=0.0995203


Tree=5523
num_leaves=11
num_cat=0
split_feature=29 38 10 20 6 1 18 6 17 10
split_gain=0.0023294 0.00411934 0.00269641 0.00240975 0.00269216 0.00872963 0.00921176 0.00304185 0.0099215 0.00197775
threshold=-0.096654999999999991 -0.083229999999999985 0.089450000000000016 -0.24350999999999998 0.11642500000000001 -0.07002499999999999 -0.067359999999999989 0.10681500000000003 0.057560000000000014 0.086165000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 -6 -7 9 -9 -5
right_child=1 2 -4 4 5 6 -8 8 -10 -11
leaf_value=-0.00048299474915502907 0.00096918638023581422 -0.00055109618423050178 0.00057855268388190637 4.6957708593713604e-05 -0.00065491589032865341 0.0019854513998790548 0.00015324353856296607 0.00039485246181885194 -0.0015440990316476656 -0.00052433592774024087
leaf_weight=82 48 70 90 3138 50 47 67 55 49 61
leaf_count=82 48 70 90 3138 50 47 67 55 49 61
internal_value=0 5.25429e-05 4.01863e-05 2.62559e-05 3.8149e-05 0.000431938 0.000915809 1.83488e-05 -0.000510821 3.58081e-05
internal_weight=0 3675 3627 3537 3467 164 114 3303 104 3199
internal_count=3757 3675 3627 3537 3467 164 114 3303 104 3199
is_linear=0
shrinkage=0.0995203


Tree=5524
num_leaves=15
num_cat=0
split_feature=2 9 18 0 2 7 26 26 9 9 7 21 7 26
split_gain=0.0191778 0.0316554 0.0195069 0.0190156 0.0064223 0.0039961 0.00344379 0.0067459 0.0033314 0.0047544 0.018438 0.0154228 0.00187326 0.0016378
threshold=-0.11700999999999999 0.10591500000000002 -0.048605000000000002 -0.060094999999999996 -0.23128999999999997 -0.10984999999999999 -0.2382 -0.15514999999999998 0.13087500000000005 0.11351500000000002 0.081185000000000021 0.086835000000000009 0.058975000000000007 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -2 -7 -8 9 10 -9 -11 13 -6
right_child=5 -3 4 -5 12 6 7 8 -10 11 -12 -13 -14 -15
leaf_value=2.0481062711174038e-05 -0.00078482547747254518 -0.003210504685979491 0.0011494136667403517 -0.0026326297864250757 -0.00074906781350864799 0.00074996321373699498 -0.00098562841518840222 -1.0888515609730692e-05 0.0006345007783860342 -0.0017666060474207758 0.0018446797468271098 0.00065981939683534027 0.00034288371310878279 1.2615071104945613e-05
leaf_weight=46 64 46 49 62 58 61 68 2942 84 57 54 47 50 50
leaf_count=46 64 46 49 62 58 61 68 2942 84 57 54 47 50 50
internal_value=0 -0.000769188 -0.000410079 -0.00149502 0.000152024 -5.77241e-06 9.03012e-06 -4.61635e-06 1.60778e-05 -4.1538e-07 2.22831e-05 -0.000662177 -0.000152112 -0.000388857
internal_weight=0 361 315 108 207 3377 3313 3252 3184 3100 2996 104 158 108
internal_count=3738 361 315 108 207 3377 3313 3252 3184 3100 2996 104 158 108
is_linear=0
shrinkage=0.0995203


Tree=5525
num_leaves=20
num_cat=0
split_feature=10 3 9 27 0 3 3 9 21 7 9 27 0 17 9 9 3 21 3
split_gain=0.0488311 0.00421005 0.00683141 0.00768884 0.0149095 0.0042201 0.014339 0.0101418 0.00678805 0.00342394 0.00404141 0.0164849 0.0157013 0.0050045 0.00443701 0.00984769 0.00640279 0.0024802 0.00544762
threshold=0.090150000000000022 0.10214500000000003 0.11408000000000003 0.085370000000000015 -0.078954999999999984 0.088605000000000017 0.089095000000000021 0.088285000000000016 0.09865500000000002 -0.068034999999999998 0.11296000000000002 -0.0027049999999999995 -0.065519999999999981 -0.026504999999999997 0.10153500000000003 0.097035000000000024 0.11426500000000002 -0.085204999999999989 0.088285000000000016
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 17 7 -7 -8 -3 11 -11 -12 -14 15 -13 -16 -1 -19
right_child=-2 9 -4 4 -6 6 8 -9 -10 10 12 14 13 -15 16 -17 -18 18 -20
leaf_value=-0.00051771406150367179 -0.0024587695035359833 -0.00057384325059540325 0.0010383184231582405 0.00013821418868435669 -0.0022393511812473376 -0.0024286874498347976 -3.4305183800040588e-06 -0.00033798168716622139 -0.00073178942681151587 0.0020668736945381829 -0.0014529330594855181 0.00012737414378188674 -0.00019402911738411374 0.0011262135166212371 0.00032540654610572036 0.0013251606395015762 -0.0012987043712913275 3.2476116370095653e-05 0.00095183396421403351
leaf_weight=71 83 62 52 56 48 47 898 47 148 48 67 671 55 57 48 76 47 1089 68
leaf_count=71 83 62 52 56 48 47 898 47 148 48 67 671 55 57 48 76 47 1089 68
internal_value=0 -1.73115e-05 -8.90097e-05 -0.000113055 -0.000951253 -7.58964e-05 -0.000213925 -0.00139204 -0.00010727 0.00014197 0.000184252 0.00027147 -0.000244827 0.000470571 0.000168146 0.000250333 -0.000469484 5.15745e-05 8.72168e-05
internal_weight=0 3655 2524 2472 104 2368 1140 94 1046 1131 1069 890 179 112 842 747 95 1228 1157
internal_count=3738 3655 2524 2472 104 2368 1140 94 1046 1131 1069 890 179 112 842 747 95 1228 1157
is_linear=0
shrinkage=0.0995203


Tree=5526
num_leaves=14
num_cat=0
split_feature=10 8 26 2 3 9 3 9 7 6 1 17 26
split_gain=0.0395943 0.0041237 0.0104562 0.0170191 0.0110485 0.00879497 0.023358 0.00351539 0.00331367 0.0030497 0.00727862 0.00268195 0.000717223
threshold=0.090150000000000022 0.099175000000000027 -0.100565 -0.096314999999999998 0.098000000000000018 0.11351500000000002 0.11061500000000002 0.14523000000000005 -0.10984999999999999 0.089430000000000023 -0.052259999999999994 -0.56655999999999984 -0.10954
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 12 8 -4 11 -11 -10 -3
right_child=-2 5 7 4 -6 -7 -8 -9 9 10 -12 -13 -14
leaf_value=-0.0023558345863292471 -0.0022140722523235987 0.00021297162710966753 -0.00073302833529231913 -0.0011507718301829858 0.0010176148173488611 -0.00071524095757686222 0.0025892424875213526 0.00081438671437966193 -0.00059731962768713352 -0.00029156126680098725 0.00056438233767171816 7.0092710739802982e-05 -0.00030944306008410442
leaf_weight=50 83 51 63 47 46 50 49 51 61 699 114 2322 52
leaf_count=50 83 51 63 47 46 50 49 51 61 699 114 2322 52
internal_value=0 -1.55886e-05 -4.13721e-05 -0.0008746 -6.94341e-05 0.000421103 0.000800286 -5.12731e-06 -1.82031e-05 -3.85618e-06 -0.000170533 5.26648e-05 -4.28239e-05
internal_weight=0 3655 3453 143 93 202 152 3310 3259 3196 813 2383 103
internal_count=3738 3655 3453 143 93 202 152 3310 3259 3196 813 2383 103
is_linear=0
shrinkage=0.0995203


Tree=5527
num_leaves=19
num_cat=0
split_feature=10 18 18 9 3 18 7 0 18 17 9 9 4 3 2 20 1 1
split_gain=0.0321046 0.00443756 0.00957438 0.0186814 0.0100031 0.0089942 0.0055915 0.00560034 0.00674421 0.00544135 0.0048569 0.00681421 0.00404154 0.012381 0.00669421 0.00690464 0.00499954 0.00147958
threshold=0.090150000000000022 -0.086064999999999989 -0.089234999999999995 0.086375000000000021 0.084235000000000018 -0.081614999999999993 -0.10984999999999999 0.12346000000000003 0.090540000000000023 -0.0036050000000000001 0.12652000000000005 0.11296000000000002 0.084755000000000025 0.10807500000000002 -0.018864999999999996 -0.088774999999999993 -0.50290499999999982 0.15756500000000004
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 9 -7 10 -9 -3 11 -8 14 16 15 -6 -14 -12
right_child=-2 5 3 -5 12 6 7 8 -10 -11 17 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.0011125968782244005 -0.0019937272942717825 0.00026721101976958555 3.1007472179969295e-05 -0.0024344479229477748 -0.0010048517842384966 -0.0010431706721315524 4.0100566315876976e-06 0.0015306867418301306 -9.1437677575006857e-05 0.0016665910366765173 0.00027771623422463839 -0.00090280470897614136 -0.00032109267289920259 0.00091141336224189731 0.0012765096959699675 0.00019984159139856442 -0.0017903678727189435 0.0010676860753113123
leaf_weight=82 83 62 70 53 53 49 2338 53 47 52 51 85 47 46 50 419 48 50
leaf_count=82 83 62 70 53 53 49 2338 53 47 52 51 85 47 46 50 419 48 50
internal_value=0 -1.40373e-05 -0.000210703 -0.00102469 -7.52148e-05 4.69198e-05 9.68891e-06 2.96618e-05 0.000760102 0.000912706 3.97619e-07 -2.74636e-05 5.18542e-05 -0.000419178 0.000180655 6.28344e-05 -0.00107208 0.000676896
internal_weight=0 3655 868 123 745 2787 2673 2624 100 114 2524 2423 663 141 522 472 95 101
internal_count=3738 3655 868 123 745 2787 2673 2624 100 114 2524 2423 663 141 522 472 95 101
is_linear=0
shrinkage=0.0995203


Tree=5528
num_leaves=23
num_cat=0
split_feature=3 0 8 17 0 1 5 5 6 18 18 0 3 1 6 29 17 18 0 0 26 0
split_gain=0.00309112 0.00810869 0.0091907 0.00948943 0.00918945 0.00834512 0.00552307 0.00547033 0.00535899 0.0246791 0.0129532 0.00372643 0.0124353 0.0104128 0.00464338 0.00404278 0.00344608 0.00570571 0.00344519 0.00321813 0.00498896 0.00290839
threshold=0.11404500000000002 -0.052884999999999995 -0.071594999999999992 -0.038314999999999995 -0.066735000000000003 0.41897000000000012 0.41370500000000004 -0.084089999999999984 0.11690000000000002 -0.07989499999999998 -0.055464999999999993 0.053120000000000007 0.11252000000000002 -0.50597999999999999 0.10877500000000002 -0.081409999999999996 -0.012754999999999999 -0.098315 -0.12236 -0.01213 0.091025000000000023 -0.17809
decision_type=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 7 -5 19 18 11 -10 -11 12 13 -1 15 -15 17 -13 21 20 -3 -2
right_child=1 6 3 5 -6 -7 -8 -9 9 10 -12 16 -14 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.0012835826680763791 0.00024551054397969722 -0.00015358173588572027 0.0021306726477456988 -9.114488305973076e-05 -0.0011627805839270243 0.0014495478210579359 -0.0010424012229861078 0.0011654046856454815 0.0012936429919206808 -0.0026791429536989091 -0.00041383399142633004 0.0010535157841652929 -0.001537671766308385 -0.00050524069753951043 0.00085891497018227394 8.131224823822377e-05 0.0011679344010205516 -0.00027936473845320716 0.00068989492576708932 -0.00039247653205356207 0.0011918701697457568 -0.00085206457418161895
leaf_weight=57 46 63 55 79 46 61 59 63 48 46 57 50 50 122 73 2414 52 86 54 88 47 48
leaf_count=57 46 63 55 79 46 61 59 63 48 46 57 50 50 122 73 2414 52 86 54 88 47 48
internal_value=0 0.000247496 0.00050179 0.00101748 0.00010732 0.00057431 -0.00019656 0.000388094 1.6469e-05 -0.000561154 -0.00143347 4.67857e-05 1.6813e-05 4.62739e-05 7.56417e-05 5.2772e-05 0.000475442 0.000204646 5.16805e-05 5.13489e-05 0.000413851 -0.000306245
internal_weight=0 709 452 195 257 140 257 211 3055 151 103 2904 2716 2666 2609 2536 188 136 148 198 110 94
internal_count=3764 709 452 195 257 140 257 211 3055 151 103 2904 2716 2666 2609 2536 188 136 148 198 110 94
is_linear=0
shrinkage=0.0995203


Tree=5529
num_leaves=13
num_cat=0
split_feature=10 6 9 18 26 6 24 2 4 17 2 2
split_gain=0.0138187 0.00297298 0.00291879 0.0040021 0.0031021 0.0039095 0.00265198 0.00299996 0.00433747 0.00545514 0.00349031 0.00503278
threshold=0.09056500000000002 0.21988000000000005 0.11222500000000002 0.10307000000000002 0.11861500000000001 -0.09416999999999999 -0.023524999999999997 0.14153500000000005 0.14154500000000006 -0.031185000000000001 0.11995000000000003 0.10674000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 -1 10 9 -9 11 -8
right_child=-2 -3 3 -5 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.00055177174748276942 0.0013164899148545843 -0.00062129325087888643 0.00022062689587561596 -0.00027022859835236366 2.553196175757098e-05 0.0014431683270878298 -7.9935732745316742e-07 -0.00012599478659102144 -0.00031538321576442236 0.0011004970628254607 -0.00074882861864251167 0.00089785861920788502
leaf_weight=80 84 69 46 66 57 65 2958 54 61 101 60 63
leaf_count=80 84 69 46 66 57 65 2958 54 61 101 60 63
internal_value=0 2.51324e-05 3.77112e-05 0.000377751 0.000637187 0.000943905 1.39066e-05 2.78808e-05 0.000386439 0.000667922 2.47765e-06 1.76703e-05
internal_weight=0 3680 3611 234 168 111 3377 3297 216 155 3081 3021
internal_count=3764 3680 3611 234 168 111 3377 3297 216 155 3081 3021
is_linear=0
shrinkage=0.0995203


Tree=5530
num_leaves=25
num_cat=0
split_feature=10 0 0 18 5 6 2 5 20 2 18 20 5 2 2 3 17 0 2 2 2 3 6 3
split_gain=0.0112056 0.00350783 0.0104977 0.0390631 0.0063324 0.00904438 0.00916826 0.00772643 0.00555062 0.00480391 0.00420883 0.00628458 0.00525754 0.00834882 0.0127149 0.00887936 0.00451384 0.00411318 0.0254504 0.00410402 0.00840751 0.0068356 0.0036217 0.00322621
threshold=0.09056500000000002 -0.085794999999999996 -0.087394999999999987 -0.010029999999999999 -0.013125 -0.0048649999999999995 -0.085804999999999992 -0.019465 -0.0083149999999999995 -0.082234999999999989 -0.40801999999999999 -0.073489999999999986 0.26411500000000004 0.10003000000000002 -0.067815 0.11089500000000001 -0.42946499999999999 -0.083885000000000001 -0.082025000000000001 -0.082025000000000001 -0.083665000000000003 0.084620000000000015 0.085845000000000019 0.091225000000000014
decision_type=2 2 2 2 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 7 8 -7 19 9 -6 11 -3 16 14 15 -14 -12 18 -18 20 -1 -21 -5 -19
right_child=-2 10 3 22 5 6 -8 -9 -10 -11 12 -13 13 -15 -16 -17 17 23 -20 21 -22 -23 -24 -25
leaf_value=0.00011050726916027324 0.0011854723580089163 -8.7311349881062035e-05 0.0023734740804598393 -0.0011619354293097043 0.00037666338221205412 3.4936389717831512e-05 -0.0017515782695931663 0.0013826678193012373 0.00077410694265998706 -0.00086453720907645219 0.00066552926414078541 0.0013115363987740236 0.00012050088262788043 0.00060688187836253806 -0.0022356630576208865 -0.0013094094812512412 -0.0010340389999871002 0.00017375960251768443 0.0014116595605642073 -0.00060513639293779996 -0.0011530728083254866 0.00033854190707901697 5.1722086496617347e-05 -0.0001292803888426096
leaf_weight=186 84 75 87 47 53 46 71 49 70 72 88 54 121 55 46 66 178 599 55 86 72 626 48 830
leaf_count=186 84 75 87 47 53 46 71 49 70 72 88 54 121 55 46 66 178 599 55 86 72 626 48 830
internal_value=0 2.25648e-05 0.000139008 0.000848154 4.14252e-05 -0.000350044 -0.00104219 0.00016209 6.1046e-05 -0.000331719 -5.83583e-05 0.000491907 -9.35903e-05 -0.000487791 -0.000749704 -0.000379796 -2.82483e-05 -6.54752e-05 -0.000453215 9.95875e-05 -0.000238947 0.000223409 -0.000540102 -1.68096e-06
internal_weight=0 3680 1513 182 1331 312 117 1019 195 125 2167 129 2038 288 233 187 1750 1662 233 970 258 712 95 1429
internal_count=3764 3680 1513 182 1331 312 117 1019 195 125 2167 129 2038 288 233 187 1750 1662 233 970 258 712 95 1429
is_linear=0
shrinkage=0.0995203


Tree=5531
num_leaves=25
num_cat=0
split_feature=3 3 5 18 18 18 5 5 3 18 5 6 20 20 20 3 17 3 3 1 8 8 18 8
split_gain=0.0027368 0.00502198 0.00452408 0.00769858 0.0207466 0.00609476 0.00371247 0.00575189 0.00551488 0.0106354 0.00366901 0.00440805 0.00338169 0.0119819 0.00659483 0.00856283 0.00499363 0.00508493 0.00567246 0.00458232 0.00380546 0.00375026 0.00218155 0.00149245
threshold=0.11125500000000002 0.10892000000000003 0.26411500000000004 -0.17307499999999998 -0.10872 -0.020389999999999998 0.11083500000000003 0.066815000000000027 0.091065000000000021 -0.013025 0.057175000000000011 0.11766500000000002 -0.078725000000000003 -0.095634999999999998 -0.058504999999999995 0.11339500000000001 -0.031185000000000001 0.11868500000000003 0.12732500000000005 0.058455000000000014 -0.082244999999999999 -0.068904999999999994 -0.082304999999999989 -0.080724999999999991
decision_type=2 2 2 2 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 -6 7 10 23 -10 11 -1 13 20 19 -16 21 -18 -19 -14 -2 -17 -12 -8
right_child=12 -3 3 4 5 -7 8 -9 9 -11 22 -13 14 -15 15 16 17 18 -20 -21 -22 -23 -24 -25
leaf_value=4.8938474113950978e-05 -0.00013905237537464534 -0.00078861460206896368 0.00067514704615294005 -0.0020329391090372533 0.0008923262728655479 -0.00062239097555451218 0.00034299377533372782 -0.0009376650959470183 0.002039198178010829 -1.8027833379213856e-05 0.0011079343663070204 -0.00071194769704402134 0.0014354994213711032 -0.0012262542722272819 0.0013699109460420201 0.00014633210596706753 -0.00058515446249783663 0.0012808924158616622 0.00016492962729189328 0.00023261879845940612 0.001059375925552607 -0.00089459967104329281 0.00014609800099206136 -0.00044375291836314514
leaf_weight=2214 49 78 50 71 55 50 46 60 49 49 50 78 77 67 51 55 61 59 202 56 54 86 48 49
leaf_count=2214 49 78 50 71 55 50 46 60 49 49 50 78 77 67 51 55 61 59 202 56 54 86 48 49
internal_value=0 -4.33563e-07 2.07095e-05 -0.000406214 -0.00071807 0.000163236 5.7525e-05 2.40683e-05 0.000477993 0.00100223 4.85548e-05 2.26873e-05 0.000205145 -0.000186861 0.00030941 0.000145897 9.30176e-06 0.000227311 0.000420334 0.000935179 0.000481302 -0.000482757 0.000645184 -5.41848e-05
internal_weight=0 2947 2869 226 176 105 2643 2450 193 98 2390 2292 817 170 647 514 463 322 261 133 103 141 98 95
internal_count=3764 2947 2869 226 176 105 2643 2450 193 98 2390 2292 817 170 647 514 463 322 261 133 103 141 98 95
is_linear=0
shrinkage=0.0995203


Tree=5532
num_leaves=22
num_cat=0
split_feature=3 26 27 17 3 0 26 2 17 1 10 6 3 26 18 3 2 10 18 18 19
split_gain=0.00951097 0.0171334 0.0217197 0.0125905 0.0150569 0.019571 0.0117121 0.00805514 0.0056189 0.00589149 0.00499241 0.00413036 0.00335819 0.0239585 0.0216924 0.00787203 0.00605897 0.00445516 0.00256568 0.0144938 0.00471176
threshold=0.084855000000000028 0.088475000000000012 0.08988500000000002 -0.011809999999999999 0.083725000000000022 -0.086775000000000005 0.085635000000000031 -0.086554999999999993 -0.14488499999999999 -0.08616 0.09056500000000002 0.21988000000000005 0.088685000000000028 0.091195000000000012 0.088250000000000009 0.088325000000000028 -0.07854499999999999 0.086165000000000019 0.089505000000000015 0.091725000000000015 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
left_child=1 2 3 6 7 -6 8 -5 -1 -10 11 12 13 15 -15 16 -2 18 20 -20 -14
right_child=10 -3 -4 4 5 -7 -8 -9 9 -11 -12 -13 17 14 -16 -17 -18 -19 19 -21 -22
leaf_value=0.00088316065431906358 0.00020609977886727195 0.0017108140092005413 0.0022278834972410434 0.0012128821556913851 -7.5265575863397351e-05 -0.0027833638474963449 0.0018662368617276802 -0.00043335530522830044 -0.0010553659206890826 0.000345477824485234 0.00083188243454467568 -0.00088783303132112081 6.5151272866593887e-06 -0.00019252200818175081 -0.0032690022581890097 -0.0011534727167371709 -0.00071322050624348288 -0.00086067172751998005 0.0017986267777451246 4.9365686174738895e-05 -0.00077595379131893368
leaf_weight=62 521 83 46 47 54 53 48 78 54 65 62 60 1577 46 46 56 82 57 52 492 80
leaf_count=62 521 83 46 47 54 53 48 78 54 65 62 60 1577 46 46 56 82 57 52 492 80
internal_value=0 0.000384274 0.000165494 -3.8522e-05 -0.000556886 -0.00142431 0.000483058 0.000179081 0.000111725 -0.00028332 -5.12573e-05 -6.93652e-05 -5.27728e-05 -0.000235111 -0.00173966 -2.3825e-05 7.97268e-05 7.50943e-06 3.03649e-05 0.000218079 -3.07685e-05
internal_weight=0 590 507 461 232 107 229 125 181 119 3131 3069 3009 751 92 659 603 2258 2201 544 1657
internal_count=3721 590 507 461 232 107 229 125 181 119 3131 3069 3009 751 92 659 603 2258 2201 544 1657
is_linear=0
shrinkage=0.0995203


Tree=5533
num_leaves=25
num_cat=0
split_feature=8 2 2 18 9 3 8 18 21 8 8 3 3 20 21 9 8 2 9 8 20 18 20 9
split_gain=0.00800969 0.0164726 0.032911 0.0189935 0.0117697 0.0436763 0.0100765 0.0175067 0.0082182 0.00807307 0.00675828 0.00862223 0.00569384 0.0062301 0.00678584 0.00490644 0.00463036 0.00433425 0.00376015 0.00321892 0.00366584 0.00703921 0.00465827 0.00163546
threshold=-0.084855 -0.082174999999999984 -0.082794999999999994 -0.090899999999999995 0.087695000000000009 0.088535000000000016 -0.086304999999999993 -0.019539999999999998 0.16638500000000003 -0.086995000000000003 -0.088024999999999992 0.092395000000000019 0.084550000000000028 -0.081689999999999999 0.10168500000000003 0.08488500000000003 -0.084184999999999996 -0.086609999999999993 0.13087500000000005 -0.083504999999999982 -0.096095 0.0036600000000000005 -0.086734999999999993 0.096225000000000019
decision_type=2 2 2 2 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 -6 7 -5 16 12 11 -7 -3 -14 -15 -9 -2 -8 19 -18 21 -21 -22 -13
right_child=8 4 -4 6 5 10 17 15 -10 -11 -12 23 13 14 -16 -17 18 -19 -20 20 22 -23 -24 -25
leaf_value=0.0021141305982949939 -0.00082826947475896323 -0.00069223273803669684 0.0029475696681799187 -0.0016099441450556074 -0.0032751548475233958 0.0014857962575046647 0.00037780733685797757 -0.00018852698669883302 -0.0013414646549336341 0.0013246503919773843 -0.00096200462014523445 -0.00058007491571987783 -0.00070555659000509099 0.00060836939916745179 -0.00055936677068370061 0.00069019196765171466 0.00052389755586488087 0.0016552165328030254 0.00066404239224946175 -3.0400337993145493e-05 -0.00090234994036244849 0.0013450638764777576 -9.5523585651301259e-05 0.0002476087768978784
leaf_weight=55 76 84 55 64 50 47 60 129 51 55 50 47 61 262 60 121 89 50 73 136 74 50 1876 46
leaf_count=55 76 84 55 64 50 47 60 129 51 55 50 47 61 262 60 121 89 50 73 136 74 50 1876 46
internal_value=0 0.000215726 0.000639732 0.000373031 -8.03383e-05 -0.000657913 0.00014525 -0.000139628 -9.06958e-05 0.000183645 2.65266e-05 0.000385421 4.75125e-05 0.000211892 0.000388236 0.000233499 -6.3481e-05 0.00096589 -3.78315e-05 -6.12272e-05 -8.59906e-05 0.000334947 -0.000126561 -0.000161881
internal_weight=0 1296 534 479 762 240 424 314 2425 522 190 140 467 383 322 250 2374 110 2298 2225 2136 186 1950 93
internal_count=3721 1296 534 479 762 240 424 314 2425 522 190 140 467 383 322 250 2374 110 2298 2225 2136 186 1950 93
is_linear=0
shrinkage=0.0995203


Tree=5534
num_leaves=10
num_cat=0
split_feature=28 10 18 0 9 7 5 3 17
split_gain=0.0077732 0.00551892 0.00456674 0.00912935 0.00409268 0.00382146 0.00389911 0.00699711 0.00387569
threshold=0.083225000000000021 0.09056500000000002 0.17794000000000004 -0.088084999999999983 0.13087500000000005 -0.10984999999999999 0.26411500000000004 0.096035000000000023 -0.011809999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 8 -8 -7
right_child=-2 -3 3 -5 -6 6 7 -9 -10
leaf_value=-0.00081294768702878744 0.0010685215040587943 0.00082811713934902555 -0.0017295205320642332 5.0429971936122127e-06 0.00067235450861372807 0.00017387410456805012 -0.00093731189348316736 -3.4628578719968304e-05 -6.0459910404096096e-05
leaf_weight=59 68 77 46 84 87 1198 118 312 1672
leaf_count=59 68 77 46 84 87 1198 118 312 1672
internal_value=0 -5.21029e-06 -2.33828e-05 -0.000602429 -1.30077e-06 -1.89925e-05 -4.54951e-06 -0.000284246 3.70709e-05
internal_weight=0 3653 3576 130 3446 3359 3300 430 2870
internal_count=3721 3653 3576 130 3446 3359 3300 430 2870
is_linear=0
shrinkage=0.0995203


Tree=5535
num_leaves=21
num_cat=0
split_feature=8 18 8 8 17 21 8 17 8 2 2 20 10 8 8 20 1 17 8 18
split_gain=0.00753352 0.0160728 0.0137969 0.0102618 0.0158673 0.00727993 0.00552542 0.0157556 0.0053125 0.00812324 0.0129506 0.0192275 0.00386794 0.00334301 0.00359088 0.00314554 0.00736387 0.00368841 0.00325759 0.00124023
threshold=-0.089984999999999996 -0.095364999999999991 -0.088520000000000001 -0.092094999999999996 -0.0036050000000000001 0.16638500000000003 -0.097249999999999989 -0.0014149999999999998 -0.084855 -0.087444999999999995 -0.086414999999999992 -0.082119999999999985 0.09056500000000002 -0.084324999999999997 -0.083849999999999994 -0.054979999999999994 0.007210000000000002 -0.0069749999999999994 -0.49499500000000002 0.087065000000000017
decision_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 6 -5 8 15 -8 9 -4 -11 -12 13 -10 -15 16 -3 19 -19 -17
right_child=2 3 5 4 -6 -7 7 -9 12 10 11 -13 -14 14 -16 17 -18 18 -20 -21
leaf_value=0.0020917209034818193 -0.0013029158331392381 -8.1698766053346845e-05 0.0014324752503792955 0.00010647496426338352 0.0023671170586737626 -0.0012012817004782759 0.00039858426943314095 -0.0017022407084095687 -0.00079455708474571076 -0.0012521009650124097 0.0022805460674155944 6.6776447832763466e-05 0.00077246325078192391 0.00072032199352908182 -7.8675158949640384e-05 -0.00087349962674391015 0.0013599039548076381 -0.00038472030437222671 0.00043654634342760493 -0.00013778501749395948
leaf_weight=46 86 77 57 82 50 51 78 64 63 55 46 256 54 57 2200 49 63 65 174 48
leaf_count=46 86 77 57 82 50 51 78 64 63 55 46 256 54 57 2200 49 63 65 174 48
internal_value=0 0.000284388 -6.08831e-05 0.000172446 0.000968981 -2.29706e-05 9.87812e-07 -0.000542502 -1.12253e-06 0.000327546 0.000148836 0.000406684 -5.87837e-05 -7.84845e-05 -5.8134e-05 0.000164841 0.000561175 0 0.000209764 -0.000517874
internal_weight=0 796 2925 750 132 2839 618 142 2788 414 357 302 2374 2320 2257 476 140 336 239 97
internal_count=3721 796 2925 750 132 2839 618 142 2788 414 357 302 2374 2320 2257 476 140 336 239 97
is_linear=0
shrinkage=0.0995203


Tree=5536
num_leaves=22
num_cat=0
split_feature=8 8 21 21 20 20 17 21 1 17 20 20 17 20 20 5 8 19 1 1 8
split_gain=0.00299869 0.00584364 0.00537579 0.00426458 0.00352028 0.00576397 0.00521963 0.00775684 0.00750238 0.00548818 0.0053917 0.00502546 0.003442 0.00332783 0.00971745 0.00574367 0.00821781 0.00480077 0.00442576 0.00739601 0.00268209
threshold=-0.046889999999999994 -0.053049999999999993 -0.091104999999999992 -0.042694999999999997 -0.077394999999999992 -0.073489999999999986 0.11180000000000002 -0.015149999999999999 -0.041999999999999996 0.0053950000000000014 -0.083495 -0.066104999999999983 0.51362000000000008 -0.009049999999999999 -0.053499999999999999 -0.46244499999999994 -0.012329999999999999 0.072660000000000016 0.10924000000000002 -0.0051399999999999996 -0.065919999999999992
decision_type=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 6 -6 8 -8 -1 10 -10 -7 20 14 18 -15 -17 -18 19 -5 -13
right_child=2 -3 3 13 5 11 7 -9 9 -11 -12 12 -14 15 -16 16 17 -19 -20 -21 -22
leaf_value=0.0012351329382368265 -0.00077890744178149356 -0.00095007321183576351 0.0010667166228567108 -0.00016885356134250287 -0.00092910568422659569 0.00088914355897517594 -7.7393590628544508e-05 0.0016407010345524916 -0.0003381864258092889 -0.0010559002027127663 0.000404494096294906 -0.00012157653251216603 0.00072854419175163087 -0.00045269154052868894 -0.0012150167039043154 0.0014452472017352164 0.00042476263737447251 -0.00040458194339826277 -0.00075991958702828488 0.00081048032961279228 0.00042338539209608496
leaf_weight=49 57 67 55 163 75 56 47 56 179 49 210 1652 52 84 61 69 391 83 46 142 94
leaf_count=49 57 67 55 163 75 56 47 56 179 49 210 1652 52 84 61 69 391 83 46 142 94
internal_value=0 -3.26591e-05 0.000160301 0.000209984 -7.93285e-06 -7.33103e-05 0.000204431 0.000848769 6.64726e-05 -6.2399e-05 6.06421e-05 -3.82491e-05 -6.75888e-05 0.000163845 -5.41892e-05 0.00030842 0.000427669 0.000277813 0.000145218 0.000284415 -9.17684e-05
internal_weight=0 2586 1151 1094 2519 1929 590 103 487 438 389 1854 1798 1039 412 627 543 474 351 305 1746
internal_count=3737 2586 1151 1094 2519 1929 590 103 487 438 389 1854 1798 1039 412 627 543 474 351 305 1746
is_linear=0
shrinkage=0.0995203


Tree=5537
num_leaves=20
num_cat=0
split_feature=2 18 8 36 9 2 9 17 9 5 9 26 5 18 17 1 5 0 18
split_gain=0.00371286 0.00444089 0.00477354 0.00398574 0.00395987 0.00761441 0.00657452 0.00661406 0.015472 0.0148976 0.00514452 0.00429422 0.00337833 0.00524606 0.00559346 0.0233003 0.00622999 0.00377269 0.00266
threshold=0.09556000000000002 0.19545000000000004 -0.079434999999999992 0.090760000000000021 0.084515000000000021 -0.047824999999999999 0.084345000000000017 -0.011809999999999999 0.083715000000000026 -0.011514999999999999 0.084675000000000014 0.08919500000000001 0.23074000000000006 0.10665500000000003 -0.065004999999999993 0.015980000000000005 -0.41880499999999998 -0.1525 -0.110495
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 6 10 7 8 -1 -9 -6 -12 13 14 -2 -16 17 -17 -14
right_child=12 2 -4 -5 5 -7 -8 9 -10 -11 11 -13 18 -15 15 16 -18 -19 -20
leaf_value=-0.00017445185217221162 -0.00053506213988584661 -4.7077136836469276e-05 0.0013129978288989031 -0.00086006618811292198 0.00096229925265234892 0.0012285166339815884 -0.0013613474302772131 -0.00015198528439181404 0.0012919488417195131 -0.0018112626357900945 0.00013719068483902087 -0.00014520345918867336 0.00031548731763873556 -0.00062577683360045091 0.0024755634974780376 0 -0.0008475961544301162 0.0010448791588822577 0.0013573113690939474
leaf_weight=340 60 49 51 57 56 53 46 314 90 65 1066 1067 57 71 49 90 55 55 46
leaf_count=340 60 49 51 57 56 53 46 314 90 65 1066 1067 57 71 49 90 55 55 46
internal_value=0 -1.41329e-05 0.000638375 -3.50808e-05 -1.96327e-05 4.95683e-05 -0.00020205 -0.00013512 0.000130566 -0.000438718 2.06496e-05 -3.68879e-06 0.000281405 0.000141743 0.000320748 0.000530255 4.95603e-05 0.000395507 0.000788716
internal_weight=0 3254 100 3154 3097 2242 855 809 430 379 2189 2133 483 380 309 249 200 145 103
internal_count=3737 3254 100 3154 3097 2242 855 809 430 379 2189 2133 483 380 309 249 200 145 103
is_linear=0
shrinkage=0.0995203


Tree=5538
num_leaves=17
num_cat=0
split_feature=2 21 26 30 4 4 18 2 8 18 1 17 3 2 4 21
split_gain=0.00301098 0.00360153 0.00398618 0.00795116 0.00357174 0.0114076 0.00314033 0.00808974 0.00852057 0.00324052 0.00502614 0.00420236 0.00286428 0.00566789 0.00554993 0.0056838
threshold=0.09556000000000002 0.13765500000000006 -0.2382 0.10484500000000002 0.085720000000000018 0.096000000000000016 -0.14624999999999996 -0.072624999999999981 -0.071594999999999992 -0.10212999999999998 -0.047889999999999995 -0.56005499999999986 0.10726500000000001 0.13398000000000002 0.11474000000000002 0.10683000000000002
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 -6 7 8 -4 10 -8 -11 -7 -14 -15 -16
right_child=4 -3 3 -5 5 12 9 -9 -10 11 -12 -13 13 14 15 -17
leaf_value=0.00067136472124210915 -0.00033986989090827903 0.00061117714103503334 -0.00072501939409600662 -0.001234769705477511 0.0016822345570601564 -0.00035886060685204866 0.0011723131141179025 -0.0013520173297658826 0.00068802147220770027 -0.00086505445599759632 -0.00014402822057326344 -9.996478384415043e-07 0.0012074562947738013 -0.00087214202461206175 0.00074982743102542813 -0.00052856066274857951
leaf_weight=78 82 89 85 55 57 80 58 62 84 57 55 2631 56 47 112 49
leaf_count=78 82 89 85 55 57 80 58 62 84 57 55 2631 56 47 112 49
internal_value=0 -1.27515e-05 -3.0555e-05 -4.85558e-05 0.000253375 0.000376728 -2.67681e-05 -0.000379472 -1.78356e-05 2.02733e-06 0.000524372 -1.96268e-05 0.000158029 0.000317763 7.42944e-05 0.000355668
internal_weight=0 3254 3165 3087 483 401 3032 231 169 2801 113 2688 344 264 208 161
internal_count=3737 3254 3165 3087 483 401 3032 231 169 2801 113 2688 344 264 208 161
is_linear=0
shrinkage=0.0995203


Tree=5539
num_leaves=21
num_cat=0
split_feature=22 20 20 19 3 20 3 3 3 20 9 2 2 2 8 2 2 2 8 4
split_gain=0.00287277 0.00280031 0.00503781 0.00533739 0.00411937 0.00775805 0.00742597 0.00659874 0.00863273 0.00278161 0.00735192 0.0032313 0.0134339 0.00908146 0.0144346 0.00886409 0.00672642 0.012693 0.00528671 0.00507373
threshold=0.12975500000000004 -0.074014999999999984 -0.07650499999999999 -0.016414999999999996 0.10457000000000002 -0.079864999999999992 0.10920500000000002 0.097880000000000023 0.093835000000000016 -0.062334999999999995 0.097200000000000022 -0.076524999999999996 -0.078129999999999991 -0.072419999999999998 -0.077784999999999993 -0.069815000000000002 -0.079739999999999991 -0.080484999999999987 -0.082654999999999992 0.12028000000000003
decision_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 7 6 -6 8 -5 10 -3 12 16 14 -13 -15 17 -11 -18 -17
right_child=-2 9 -4 4 5 -7 -8 -9 -10 11 -12 13 -14 15 -16 19 18 -19 -20 -21
leaf_value=-0.00093701700841335915 0.00066028317342316006 0.00012407789897957874 0.0010939641614966182 3.353534298061389e-06 0.0012720967560077886 0.0016171778728312522 -0.00011932050391790606 -0.00082336796330952794 0.0012657082044915623 -2.7250198033928033e-05 -0.0013141449475993934 0 -0.0012939109972840265 -0.0011552886323599274 0.0021358625738626042 0.00023825849998348865 4.5417990072225724e-05 -0.0014546603238966549 0.0015340826388407075 -0.00031835917995122698
leaf_weight=47 68 83 53 520 50 49 155 81 60 1247 60 73 90 61 54 603 51 65 46 221
leaf_count=47 68 83 53 520 50 49 155 81 60 1247 60 73 90 61 54 603 51 65 46 221
internal_value=0 7.10166e-06 0.000147886 9.49124e-05 0.000148813 0.000489575 0.000216056 1.66317e-05 0.000135353 -4.64318e-05 -0.000473648 -2.1776e-05 -0.000114811 0.000115221 0.000902223 1.35885e-06 -3.8915e-05 -9.85919e-05 0.000759823 8.7978e-05
internal_weight=0 3669 1015 962 915 254 205 661 580 2654 143 2511 1499 1012 127 885 1409 1312 97 824
internal_count=3737 3669 1015 962 915 254 205 661 580 2654 143 2511 1499 1012 127 885 1409 1312 97 824
is_linear=0
shrinkage=0.0995203


Tree=5540
num_leaves=24
num_cat=0
split_feature=1 1 0 20 6 8 8 0 1 2 5 2 9 9 17 2 2 0 1 17 5 5 26
split_gain=0.00668751 0.00426879 0.00411062 0.0130162 0.00437055 0.00420296 0.00669199 0.00587486 0.00446444 0.00400519 0.00373748 0.0154257 0.00440725 0.0138879 0.00849465 0.00738787 0.015695 0.00743475 0.0184407 0.00530214 0.00514939 0.00401922 0.00426341
threshold=-0.0084199999999999987 -0.0064949999999999999 -0.225295 -0.009049999999999999 -0.53620499999999993 -1.0000000180025095e-35 -0.012329999999999999 -0.067345000000000002 -0.0046399999999999992 -0.037414999999999997 -0.092864999999999989 -0.082704999999999987 0.084595000000000017 0.084795000000000023 -0.50029000000000001 -0.086414999999999992 -0.084869999999999987 -0.085474999999999982 -0.089520000000000002 -0.014289999999999999 -0.088935 -0.082179999999999989 0.11991000000000003
decision_type=2 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 -4 6 8 9 -6 -7 11 -1 14 -14 -12 17 -17 -16 -19 -18 -15 -22 -23
right_child=1 2 4 -5 5 7 -8 -9 -10 -11 12 -13 13 20 15 16 19 18 -20 -21 21 22 -24
leaf_value=-0.00056287393355966314 -0.00085886743600854419 -0.0014602608400054286 -0.00092525123025145493 0.00046415756337826172 0.0009334291403836453 0.00038969726032601844 -0.00099569745041128122 -0.00028775612218949275 -6.3585674442411094e-05 0.0014942437539288145 0.0013393291439785598 0.0016315350541739359 -0.0016911399619713656 -0.00089468159706259287 -0.00097820934462761341 0.0019721401461639458 -5.3830085927938164e-05 -0.0007722494639204469 0.0017366485719287467 0.00074903419537070614 0.00075935735528278453 0.00010721089004571458 -0.00063395515378360137
leaf_weight=56 76 78 52 62 47 106 74 83 825 49 72 72 46 53 89 57 258 73 48 118 87 1185 82
leaf_count=56 76 78 52 62 47 106 74 83 825 49 72 72 46 53 89 57 258 73 48 118 87 1185 82
internal_value=0 -0.000131512 -9.07429e-05 -0.000602171 -3.21518e-05 6.38084e-06 -8.69647e-05 0.000380849 -8.90865e-06 0.000744158 0.00014125 0.000665086 0.000109945 9.8257e-06 0.00031226 0.000195981 0.000431663 -0.000286075 0.000216251 0.000195956 6.60184e-05 0.000104228 5.85966e-05
internal_weight=0 1452 1376 140 1236 1184 946 238 872 155 2296 128 2168 1453 715 643 433 210 121 376 1407 1354 1267
internal_count=3748 1452 1376 140 1236 1184 946 238 872 155 2296 128 2168 1453 715 643 433 210 121 376 1407 1354 1267
is_linear=0
shrinkage=0.0995203


Tree=5541
num_leaves=38
num_cat=0
split_feature=1 30 5 0 8 0 8 21 5 3 2 9 9 5 8 18 18 8 8 3 3 2 1 1 2 8 1 18 8 9 26 0 26 18 5 8 3
split_gain=0.00542409 0.00525061 0.00445416 0.00786819 0.00771443 0.00948567 0.00588182 0.00564453 0.00763105 0.00476201 0.0110893 0.00965006 0.00637759 0.00622214 0.00445854 0.00316885 0.0175432 0.00930617 0.0101144 0.00825019 0.00938233 0.00671551 0.00486948 0.0155534 0.0350907 0.00621343 0.0261278 0.012965 0.00968197 0.0076617 0.00573095 0.0155033 0.00813585 0.00463721 0.00432409 0.00310712 0.00145377
threshold=-0.0084199999999999987 0.11634000000000003 -0.066919999999999993 -0.23099 -0.085764999999999994 -0.093375 -0.010374999999999999 0.090285000000000018 -0.43873000000000001 0.093615000000000018 -0.079739999999999991 0.086555000000000021 0.089025000000000021 0.5134350000000002 -0.050299999999999997 -0.087724999999999984 -0.085454999999999989 -0.081534999999999982 -0.084129999999999996 0.087235000000000021 0.084895000000000012 -0.083589999999999984 -0.083284999999999984 -0.081224999999999992 -0.082275000000000001 -0.083504999999999982 -0.087734999999999994 -0.015440000000000001 -0.085605000000000001 0.08758500000000001 0.096980000000000025 -0.071799999999999989 0.090385000000000021 -0.11166 0.066815000000000027 -0.080659999999999996 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 5 -4 14 8 -8 10 11 -6 -11 -14 35 17 -17 18 36 20 -19 34 25 24 -24 27 29 -18 -29 -27 32 -32 -25 -23 -21 -5 -1
right_child=1 -3 4 6 9 -7 7 -9 -10 12 -12 -13 13 -15 -16 16 22 19 -20 21 -22 33 23 30 -26 26 -28 28 -30 -31 31 -33 -34 -35 -36 -37 -38
leaf_value=-0.00047988074589444665 -0.00089740896923907229 -0.0011661377988964145 -0.0001089853843849797 -2.7928091723399191e-05 0.00066077531529224278 -0.0021391375400039363 0.0010760596124036253 0.0012631836538685049 -0.00037286625304273506 -0.0012034563782713397 0.00153889624359009 -0.0013410521925936337 -0.0005191808333860616 0.00070377002322492019 -0.0007434300918209289 0.0019143357470402941 0.0015069216676687274 -2.958228892236044e-06 -0.001750288124625847 0.0010301885185705231 0.0016690955347344009 0 -4.0040089800461734e-05 6.9111602183324442e-05 0.0034228175278192162 0.00046524872259074833 -0.0025865483588637969 -0.00039687167057684869 0.0010160693083997633 -0.00061548117424568144 -0.0010404287076516646 0.00056335565578355959 0.00087948793023897328 -0.0010818530929022287 -6.3093300259116372e-05 0.00062022456884577002 0.00024896854840959044
leaf_weight=55 80 46 46 452 49 47 60 77 89 70 49 46 115 64 75 57 63 65 59 59 66 75 72 465 48 146 46 212 62 117 127 112 168 82 88 87 52
leaf_count=55 80 46 46 452 49 47 60 77 89 70 49 46 115 64 75 57 63 65 59 59 66 75 72 465 48 146 46 212 62 117 127 112 168 82 88 87 52
internal_value=0 -0.00011848 -8.36212e-05 4.43396e-05 -0.000327536 -0.00114378 0.000135005 0.00056922 0.0002051 -0.000132296 0.000320108 -0.000299914 -0.000397215 -7.73513e-05 -2.34873e-05 0.000127158 0.000196902 -6.81796e-05 -0.000703097 0.000172229 0.000833202 -0.000109905 0.000136638 0.000275286 0.00133828 -7.50032e-05 -0.000398273 0.000218978 -7.41673e-05 -1.24196e-05 0.000128063 -0.000285439 0.000285481 -0.000564587 0.000370138 7.51715e-05 -0.000118023
internal_weight=0 1452 1406 920 486 93 840 226 149 393 144 95 249 179 614 2296 1695 601 166 435 131 304 1638 992 120 646 309 337 274 263 872 239 633 157 147 539 107
internal_count=3748 1452 1406 920 486 93 840 226 149 393 144 95 249 179 614 2296 1695 601 166 435 131 304 1638 992 120 646 309 337 274 263 872 239 633 157 147 539 107
is_linear=0
shrinkage=0.0995203


Tree=5542
num_leaves=22
num_cat=0
split_feature=17 4 1 1 17 1 26 1 0 1 18 1 6 17 0 18 17 30 0 0 0
split_gain=0.00461164 0.00619512 0.00451015 0.00605318 0.0067282 0.0223203 0.00500658 0.00867629 0.0183446 0.00715905 0.00454152 0.0105297 0.014544 0.00725614 0.00820969 0.00609499 0.00599186 0.00535706 0.00387531 0.00382217 0.00336724
threshold=-0.55286000000000002 0.10252500000000002 -0.07825 -0.079250000000000001 0.064745000000000011 -0.082039999999999988 0.11575500000000001 -0.081889999999999991 -0.084964999999999999 -0.083284999999999984 -0.013125 -0.07002499999999999 0.11766500000000002 0.12439000000000001 -0.08317999999999999 -0.0060599999999999994 0.0047200000000000011 0.11901000000000002 -0.081094999999999987 -0.23099 -0.20796499999999998
decision_type=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 18 7 9 -9 -2 11 -4 13 16 -15 -12 -13 19 -6 -17 -21
right_child=2 -3 10 -5 5 -7 -8 8 -10 -11 15 12 -14 14 -16 17 -18 -19 -20 20 -22
leaf_value=0.0010944747393656017 -2.5068991894874864e-05 -0.00030928259898574677 -0.0016679377680701222 0.0012374895494626941 -0.00069694409006959589 0.0024392119465910861 0.00082194020913998512 0.00024750885546226555 -0.0023674784316090468 0.0010877457599501798 0.0010261008262470121 -0.00025326291165850338 0.0011106623880347141 -0.00024527054717553775 -0.0019739622117350628 -0.00061454195424403136 0.00092089188408788988 -0.0010076824828827099 0.00040022213334602426 0.00091099398412947737 4.2408358849263175e-05
leaf_weight=88 735 47 49 50 50 51 70 60 47 62 59 624 80 61 51 85 46 51 88 46 1248
leaf_count=88 735 47 49 50 50 51 70 60 47 62 59 624 80 61 51 85 46 51 88 46 1248
internal_value=0 0.000599695 6.96196e-06 0.000163572 0.000116698 0.00066017 1.03998e-05 -5.15352e-05 -0.00089348 6.04717e-05 -7.18505e-05 -0.000246985 -0.000165262 -0.000296838 -0.00103975 3.47505e-05 -0.000171427 -5.57897e-06 0 3.08885e-05 7.39181e-05
internal_weight=0 135 3613 1213 1163 189 974 904 107 797 2400 911 862 782 112 1489 670 1430 138 1379 1294
internal_count=3748 135 3613 1213 1163 189 974 904 107 797 2400 911 862 782 112 1489 670 1430 138 1379 1294
is_linear=0
shrinkage=0.0995203


Tree=5543
num_leaves=23
num_cat=0
split_feature=1 24 20 20 20 38 11 9 5 2 9 9 17 2 2 26 2 5 17 6 26 1
split_gain=0.00392384 0.00387822 0.00430322 0.0139212 0.00570807 0.0035087 0.0089298 0.00481874 0.0027457 0.0112092 0.00337087 0.0110062 0.0060454 0.00599438 0.0139738 0.00607128 0.0178622 0.0047255 0.00414594 0.00364521 0.00809049 0.00583101
threshold=-0.0084199999999999987 0.084270000000000025 -0.09638999999999999 -0.085504999999999984 -0.15190499999999998 -0.072014999999999996 -0.065469999999999987 0.11640000000000002 -0.092864999999999989 -0.082704999999999987 0.084595000000000017 0.084795000000000023 -0.50029000000000001 -0.086414999999999992 -0.084869999999999987 0.087170000000000011 -0.087444999999999995 -0.088935 -0.0058449999999999995 -0.0072949999999999994 0.088325000000000028 -0.047239999999999997
decision_type=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 -2 -5 -7 -8 9 -1 12 -12 -10 15 -15 16 -14 -13 -16 20 -19 -21
right_child=1 -3 3 5 -6 6 7 -9 10 -11 11 17 13 14 18 -17 -18 19 -20 21 -22 -23
leaf_value=-0.00048940766366595333 -0.00010566865401220814 0.00073947711075841556 -0.0014281707214428808 0.00071228087766559767 0.0012599412499449834 -0.0013412944582449585 -0.00013097832631679468 0.00068489425080733228 0.0011235807079181706 0.0013801796608648182 -0.001521841056322609 -0.00087814092195695069 8.5889604802843472e-05 0.001824345328874014 -2.0594140607536248e-05 0.00064982621512154573 -0.0022370319572355378 -0.00077698503737298698 0.00078446335848022836 0.00011026119557307193 0.00028288730365342007 0.0011931963885946164
leaf_weight=56 77 52 84 50 49 58 1005 77 72 72 46 53 112 57 296 52 46 140 80 1018 144 52
leaf_count=56 77 52 84 50 49 58 1005 77 72 72 46 53 112 57 296 52 46 140 80 1018 144 52
internal_value=0 -0.000102047 -0.000133888 -0.000189202 0.000418905 -0.000101058 -0.000137449 -7.21605e-05 0.000106865 0.00055584 7.99792e-05 -6.5228e-06 0.000256911 0.000158592 0.000371014 -0.000275503 -0.000585223 4.24367e-05 0.000148518 7.90758e-05 -0.000236703 0.000163655
internal_weight=0 1452 1400 1274 126 1190 1140 1082 2296 128 2168 1453 715 643 433 210 158 1407 376 1354 284 1070
internal_count=3748 1452 1400 1274 126 1190 1140 1082 2296 128 2168 1453 715 643 433 210 158 1407 376 1354 284 1070
is_linear=0
shrinkage=0.0995203


Tree=5544
num_leaves=25
num_cat=0
split_feature=0 0 0 25 0 8 8 3 8 17 26 0 8 20 8 0 6 1 26 3 2 4 20 26
split_gain=0.00454122 0.0178821 0.00639053 0.00580773 0.00432426 0.00444069 0.0107247 0.0370412 0.0191869 0.0247715 0.00967336 0.0065482 0.00651494 0.00487678 0.00533743 0.00361652 0.00325451 0.00329773 0.00574245 0.00845631 0.00813844 0.00390132 0.0133654 0.00942975
threshold=-0.095339999999999994 -0.096724999999999992 -0.094139999999999988 1.0000000180025095e-35 -0.090939999999999993 -0.087444999999999995 -0.08569499999999998 0.086535000000000015 -0.084514999999999993 -0.000475 0.084685000000000024 -0.088329999999999992 -0.083849999999999994 -1.0000000180025095e-35 -0.088734999999999994 -0.091935000000000003 -0.40707999999999994 0.11120500000000003 -0.01278 0.093615000000000018 -0.012154999999999999 0.10543500000000001 -0.040959999999999996 -0.025024999999999999
decision_type=2 2 2 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 16 15 11 7 -7 9 -8 -9 -6 -10 -13 -15 -4 -1 18 20 -20 -18 23 -23 -19
right_child=2 -3 4 -5 5 6 8 10 12 -11 -12 13 -14 14 -16 -17 17 21 19 -21 -22 22 -24 -25
leaf_value=-0.00066492069565399507 -0.0012097225646839568 0.0020470823089318098 0.00012009226956713907 0.0011436664101498603 -0.0013931903121647685 0.0030967242734196137 -0.00024402747539360451 -0.0012496503123593419 0.00095694386644840719 -0.0030890372550981616 0.00056554457012697771 0.00053133097605055071 -2.1636445544272236e-05 -0.00018631199732715664 -0.0012089326096875626 0.0012331984409084296 -0.00012489618362590524 -0.00049874830546618092 0.00011000358636645235 -0.00087040487738283768 0.0015495707171046815 -0.0013213627895241463 0.001001664990051505 0.0011282243933104761
leaf_weight=62 47 49 83 49 52 48 91 49 70 46 71 73 1783 315 61 46 72 49 225 141 47 48 50 121
leaf_count=62 47 49 83 49 52 48 91 49 70 46 71 73 1783 315 61 46 72 49 225 141 47 48 50 121
internal_value=0 0.000196842 -5.83433e-05 9.09622e-05 -3.86397e-05 -6.62127e-05 -3.86022e-06 0.000759307 -6.86998e-05 -0.00120526 -0.000168838 -0.000333155 1.48892e-05 -0.000208566 -0.000354393 0.00052336 2.66663e-05 8.46969e-05 -6.87017e-05 -0.000265458 0.000529569 0.000365357 -0.000127791 0.000654458
internal_weight=0 913 2835 864 2788 2659 2158 168 1990 137 120 501 1853 449 376 129 815 753 485 366 119 268 98 170
internal_count=3748 913 2835 864 2788 2659 2158 168 1990 137 120 501 1853 449 376 129 815 753 485 366 119 268 98 170
is_linear=0
shrinkage=0.0995203


Tree=5545
num_leaves=11
num_cat=0
split_feature=11 24 22 20 20 20 21 1 11 26
split_gain=0.00414791 0.00415516 0.00333126 0.00487245 0.00540648 0.00528298 0.00512501 0.00412065 0.00223974 0.00156447
threshold=-0.11166 0.084270000000000025 0.12975500000000004 0.096815000000000026 0.084680000000000019 0.0033350000000000007 0.09185500000000002 0.060860000000000011 -0.40069499999999997 0.081750000000000031
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 7 -5 -2 -1 -8
right_child=1 -3 -4 6 -6 -7 9 -9 -10 -11
leaf_value=2.713914097437473e-05 -6.6554848160284763e-05 0.00074908136114865858 0.00080103095515927382 -0.00140650972481464 0.00096184334704689186 -0.00092839396593964426 -0.00052280692055241284 0.00022955848674222664 0.00093756657012815815 0.00024392741651509985
leaf_weight=46 2677 69 47 51 55 64 59 563 71 46
leaf_count=46 2677 69 47 51 55 64 59 563 71 46
internal_value=0 -1.53749e-05 -3.04131e-05 -4.17635e-05 -1.62617e-05 -3.27915e-05 -0.000585622 -1.48479e-05 0.000586618 -0.000179108
internal_weight=0 3631 3562 3515 3359 3304 156 3240 117 105
internal_count=3748 3631 3562 3515 3359 3304 156 3240 117 105
is_linear=0
shrinkage=0.0995203


Tree=5546
num_leaves=26
num_cat=0
split_feature=5 5 5 4 3 9 4 3 4 4 2 17 2 3 26 3 0 3 3 3 3 3 3 3 26
split_gain=0.00378144 0.0129197 0.00388742 0.00567013 0.0061302 0.00345038 0.0169154 0.00460152 0.00422645 0.011238 0.00322867 0.00661552 0.0125783 0.00481954 0.0121143 0.00834383 0.00772657 0.0147807 0.00864435 0.0042567 0.0116577 0.00998451 0.00326173 0.00615246 0.00291639
threshold=-0.14118999999999998 -0.16926499999999997 -0.093384999999999982 0.08544000000000003 0.087325000000000028 0.11408000000000003 0.14727500000000002 0.13640000000000005 0.12205500000000002 0.11240500000000002 -0.070354999999999987 0.51392000000000015 -0.073194999999999996 0.092835000000000015 0.0054200000000000012 0.099145000000000025 -0.072039999999999979 0.10850000000000003 0.10892000000000003 0.089985000000000023 0.087625000000000022 0.091225000000000014 0.088385000000000033 0.08400500000000001 0.088825000000000029
decision_type=2 2 2 2 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 7 8 9 -1 11 12 19 14 22 -15 17 -17 -18 20 -4 -21 23 -12 -6
right_child=2 -3 10 -5 24 -7 -8 -9 -10 -11 13 -13 -14 15 -16 16 18 -19 -20 21 -22 -23 -24 -25 -26
leaf_value=-1.3957349686345507e-06 -0.0017000806127559652 0.0014013927583629161 3.3860218827407926e-05 0.00051407302116109629 -0.00092565463218947106 -0.00057419575875842903 0.0019507621891861403 -0.00069540452874410161 -0.00061252414577281811 0.0014776866326056781 -5.4915961608737623e-05 0.0010049709270770985 -0.0015548971282540794 -0.00087762139294894777 0.0019809482844882452 0.0017426606528577735 -0.0012246327953083507 -0.0001104919596598838 0.00012864709520226658 0.0008885982079174299 -0.00066151449764006152 -4.7450246975664158e-05 -0.00050557914513651775 0.001267888050246658 2.9338927451200958e-05
leaf_weight=300 46 80 711 47 52 75 47 84 67 61 95 54 58 91 46 75 59 97 222 134 358 708 50 54 77
leaf_count=300 46 80 711 47 52 75 47 84 67 61 95 54 58 91 46 75 59 97 222 134 358 708 50 54 77
internal_value=0 0.000209191 -4.53477e-05 -0.00044639 -0.000709021 5.74644e-05 0.000143678 -2.06085e-05 0.000109915 0.000246265 -1.33953e-05 -8.02606e-05 -0.000110439 0.00015701 0.000523572 -6.57245e-06 0.000166599 0.00069281 -0.00015258 -6.61704e-05 -0.00019825 0.000100545 0.000182577 0.000418996 -0.000349274
internal_weight=0 714 3034 222 175 634 559 512 428 361 2812 2023 1969 789 245 544 453 172 281 1911 1069 842 199 149 129
internal_count=3748 714 3034 222 175 634 559 512 428 361 2812 2023 1969 789 245 544 453 172 281 1911 1069 842 199 149 129
is_linear=0
shrinkage=0.0995203


Tree=5547
num_leaves=19
num_cat=0
split_feature=11 25 9 9 17 9 9 9 9 9 9 6 9 9 21 8 1 1
split_gain=0.0032588 0.00372434 0.00452694 0.0211495 0.00678032 0.0141428 0.00804848 0.0127173 0.00429594 0.0161087 0.010805 0.0129045 0.00429545 0.00366666 0.00363376 0.00907103 0.00361724 0.00358158
threshold=-0.11166 0.096120000000000025 0.085405000000000023 0.085665000000000033 -0.011514999999999999 0.08486500000000001 0.084515000000000021 0.083715000000000026 0.084345000000000017 0.084755000000000011 0.083715000000000026 -0.0087049999999999992 0.08203000000000002 -0.081559999999999994 -0.080634999999999998 -0.082654999999999992 -0.49056499999999997 -0.088174999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 4 -4 8 6 7 -6 10 -10 12 -12 -2 -1 15 -5 -16 -18
right_child=1 -3 3 14 5 -7 -8 -9 9 -11 11 -13 -14 -15 16 -17 17 -19
leaf_value=0.0012004985448450202 9.1100524962737159e-05 0.00075673178958273737 0.0019921093574421182 0.0014068370655837897 -0.00014965248593874558 -0.0018452509398832176 0.00085935839473808115 -0.0013872871760504555 -0.0016288682272096514 0.00053131331881142751 -6.6782114149824176e-06 0.0023330826549796176 -0.00077895765855850237 5.0923526300163749e-05 0.00059553081507331075 -0.00026843404582053385 -0.00039491377267120322 5.3578603652331273e-06
leaf_weight=47 459 61 55 61 499 60 59 99 63 74 46 46 64 70 90 66 257 1572
leaf_count=47 459 61 55 61 499 60 59 99 63 74 46 46 64 70 90 66 257 1572
internal_value=0 -1.38706e-05 -2.72671e-05 6.6165e-05 -0.000161453 -0.000380543 -0.000245534 -0.000355914 4.63515e-05 -0.00045608 0.000159606 0.0011543 -1.38041e-05 0.000519716 1.39922e-05 0.000529778 -1.97161e-05 -5.04383e-05
internal_weight=0 3631 3570 2101 1469 717 657 598 752 137 615 92 523 117 2046 127 1919 1829
internal_count=3748 3631 3570 2101 1469 717 657 598 752 137 615 92 523 117 2046 127 1919 1829
is_linear=0
shrinkage=0.0995203


Tree=5548
num_leaves=22
num_cat=0
split_feature=5 26 26 9 2 2 3 2 2 2 17 5 17 2 2 26 26 29 17 3 9
split_gain=0.00486878 0.00430071 0.0207509 0.0107482 0.00878439 0.0227431 0.00919228 0.0125834 0.00950362 0.00909078 0.00784067 0.0102509 0.00624467 0.00537231 0.00532067 0.00422531 0.00392352 0.00352479 0.0033043 0.00737119 0.00458422
threshold=-0.54885499999999998 0.088685000000000028 0.088325000000000028 0.087215000000000015 -0.082704999999999987 -0.083974999999999994 0.091865000000000016 -0.080974999999999991 -0.079954999999999984 -0.080329999999999999 -0.012064999999999999 -0.070260000000000003 -0.09744499999999999 -0.057419999999999999 -0.090394999999999989 0.087865000000000013 0.09474500000000001 0.097185000000000021 0.26430000000000003 -0.14674999999999996 0.086115000000000011
decision_type=2 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 10 5 14 7 -6 -9 -8 12 -12 -3 -11 16 17 -5 18 19 -2 -20
right_child=1 3 -4 4 6 -7 9 8 -10 13 11 -13 -14 -15 -16 -17 -18 -19 20 -21 -22
leaf_value=-0.00087240013924658644 0.0012070958979369687 -0.00078493984938978682 0.0020538466103113204 0.00098264380824064418 -0.0016692405316880118 0.002104638484899436 0.0012169714445453693 0.0010657556636082736 -0.00060330222401148927 -0.00017622066466806407 -0.00053051064307840399 -0.0024222201329949988 0.00071052186955924046 0.00067048358926957686 -0.0009107340133783045 0.00082231427820541009 -0.00024537636088737045 0.0007696531777912093 -0.0010908715933573528 1.6568261816046458e-05 7.2213164236780727e-07
leaf_weight=61 53 63 53 48 80 67 62 46 126 500 73 48 49 87 52 70 54 63 62 1905 95
leaf_count=61 53 63 53 48 80 67 62 46 126 500 73 48 49 87 52 70 54 63 62 1905 95
internal_value=0 2.396e-05 0.000106976 -0.00011641 1.06008e-05 0.000573532 -0.000126568 -0.000637026 -0.000152167 7.0376e-05 -0.000731537 -0.00128771 -0.000123366 -4.93349e-05 -8.72831e-05 6.07114e-05 0.00032449 3.5858e-05 1.36132e-05 4.92121e-05 -0.000425139
internal_weight=0 3656 2301 1355 1122 221 901 252 172 649 233 121 112 587 154 2248 102 2178 2115 1958 157
internal_count=3717 3656 2301 1355 1122 221 901 252 172 649 233 121 112 587 154 2248 102 2178 2115 1958 157
is_linear=0
shrinkage=0.0995203


Tree=5549
num_leaves=12
num_cat=0
split_feature=28 10 5 4 5 26 26 26 3 26 5
split_gain=0.00557094 0.005719 0.00454947 0.00518106 0.00388518 0.00430008 0.00651541 0.0199352 0.00613021 0.0082575 0.00324404
threshold=0.10217500000000003 0.091445000000000026 -0.53313499999999991 0.10543500000000001 0.63223000000000018 0.089625000000000024 0.088435000000000027 0.088775000000000021 0.083725000000000022 0.09032500000000003 -0.49053999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 10 -8 -7 -10 -4
right_child=-2 -3 4 -5 -6 8 7 -9 9 -11 -12
leaf_value=7.1122305105113105e-05 -0.0010799035255801043 0.00088809235315695761 0.0005653246749625022 -0.0011657113661497852 -0.00076715385463112348 -0.0012425245945287366 0.002361695671658632 4.5623500045430322e-05 -0.0010693211434910658 4.8899137757542524e-06 3.7382738161832856e-05
leaf_weight=63 46 74 123 69 60 46 51 135 76 1030 1944
leaf_count=63 46 74 123 69 60 46 51 135 76 1030 1944
internal_value=0 2.20099e-05 3.9646e-06 -0.000569203 2.60358e-05 4.02532e-05 0.000120403 0.000685077 -0.000115788 -6.81855e-05 6.91948e-05
internal_weight=0 3671 3597 132 3465 3405 2253 186 1152 1106 2067
internal_count=3717 3671 3597 132 3465 3405 2253 186 1152 1106 2067
is_linear=0
shrinkage=0.0995203


Tree=5550
num_leaves=9
num_cat=0
split_feature=28 10 12 4 4 3 26 1
split_gain=0.0045178 0.00463674 0.00482891 0.0034192 0.00440815 0.0037745 0.0167161 0.00546146
threshold=0.10217500000000003 0.091445000000000026 -0.082629999999999995 0.15221500000000004 0.14154500000000006 0.090595000000000023 0.11215000000000001 -0.07002499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -7
right_child=-2 -3 3 -5 -6 7 -8 -9
leaf_value=-0.0008814581356140249 -0.0009724313408641204 0.00079970914429479867 7.4581235178895519e-05 0.00082001204831798 -0.000930272407671897 -0.00033707086364892741 0.0019250881909633965 3.5127139822143831e-05
leaf_weight=60 46 74 1524 52 49 555 50 1307
leaf_count=60 46 74 1524 52 49 555 50 1307
internal_value=0 1.98638e-05 3.59268e-06 1.88377e-05 6.64842e-06 2.02479e-05 0.000133885 -7.5373e-05
internal_weight=0 3671 3597 3537 3485 3436 1574 1862
internal_count=3717 3671 3597 3537 3485 3436 1574 1862
is_linear=0
shrinkage=0.0995203


Tree=5551
num_leaves=12
num_cat=0
split_feature=28 10 5 4 5 26 26 18 3 26 5
split_gain=0.00366362 0.00375947 0.00369349 0.00413347 0.00303493 0.003488 0.00545956 0.018546 0.00511343 0.00675464 0.00265816
threshold=0.10217500000000003 0.091445000000000026 -0.53313499999999991 0.10543500000000001 0.63455500000000009 0.089625000000000024 0.088545000000000026 -0.021369999999999997 0.083725000000000022 0.09032500000000003 -0.49053999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 10 -8 -7 -10 -4
right_child=-2 -3 4 -5 -6 8 7 -9 9 -11 -12
leaf_value=5.7390289867290162e-05 -0.0008756547967893203 0.00072012211771173816 0.000512202036186889 -0.0010460030881514952 -0.00075379523753784522 -0.0011352499944023678 0.0017865933121616114 -0.0003277091550282708 -0.00096800638745440991 3.4654115521729094e-06 3.445265151414396e-05
leaf_weight=63 46 74 123 69 49 46 77 87 76 1030 1977
leaf_count=63 46 74 123 69 49 46 77 87 76 1030 1977
internal_value=0 1.79092e-05 3.23514e-06 -0.000513182 2.31444e-05 3.45287e-05 0.000106444 0.00065999 -0.000106094 -6.25502e-05 6.28249e-05
internal_weight=0 3671 3597 132 3465 3416 2264 164 1152 1106 2100
internal_count=3717 3671 3597 132 3465 3416 2264 164 1152 1106 2100
is_linear=0
shrinkage=0.0995203


Tree=5552
num_leaves=25
num_cat=0
split_feature=1 11 2 0 2 2 5 2 0 8 6 17 6 6 1 1 1 7 1 2 6 4 17 4
split_gain=0.00694262 0.00634334 0.00343816 0.00687076 0.017916 0.0352993 0.0145623 0.0107447 0.0103726 0.0099912 0.0109638 0.0125956 0.00582322 0.0124524 0.00578831 0.028211 0.00596938 0.0049125 0.00307374 0.0057964 0.00286439 0.00896196 0.0074014 0.00554474
threshold=0.51334500000000016 -0.065469999999999987 -0.081604999999999997 -0.083694999999999992 -0.083665000000000003 -0.082704999999999987 -0.088174999999999989 -0.084474999999999995 -0.08269 -0.083294999999999994 0.098855000000000012 0.0041300000000000009 0.089165000000000022 0.087075000000000027 -0.079844999999999985 -0.081594999999999987 -0.078729999999999994 0.016975000000000004 -0.077429999999999985 -0.078244999999999995 0.08846500000000003 0.085720000000000018 -0.095109999999999986 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 2
left_child=2 -2 3 4 7 -6 -7 12 -5 -10 11 -11 13 -1 15 20 -16 18 -18 -20 21 -4 -22 -23
right_child=1 -3 14 8 5 6 -8 -9 9 10 -12 -13 -14 -15 16 -17 17 -19 19 -21 22 23 -24 -25
leaf_value=-9.1115821394167077e-05 -3.9980647423985079e-06 0.0013831728426552843 -0.0010903303729443365 0.001230674808120019 -0.0029531649759526679 0.0010427775214103055 -0.0010886520199717108 0.0013813435620006977 -0.0010274372207980812 0.00016412080988275677 0.0014257910696839078 -0.0012708719513346964 0.00058400540019245889 -0.0015112317312909707 -0.0010583968812186266 0.0023047711708181341 0.00073688771396588466 -0.00083133793053243423 -0.00038242211590816229 0.00013582953552246431 0.0014233851293968067 0.00072497576445014597 -0.00015363239896747075 -0.00055375524019232031
leaf_weight=417 59 70 70 73 69 56 73 48 85 496 58 69 86 72 51 66 66 62 261 1173 47 96 77 51
leaf_count=417 59 70 70 73 69 56 73 48 85 496 58 69 86 72 51 66 66 62 261 1173 47 96 77 51
internal_value=0 0.000742385 -3.74425e-07 -0.000109478 -0.000310742 -0.00113558 -0.000157034 -4.72815e-05 0.000101046 -1.42711e-05 0.000122648 -9.67729e-06 -0.000167964 -0.000301887 8.57472e-05 0.000421127 6.14972e-07 3.57163e-05 7.21003e-05 4.09325e-05 5.41501e-05 -0.000161138 0.000437507 0.000275765
internal_weight=0 129 3622 1602 821 198 129 623 781 708 623 565 575 489 2020 407 1613 1562 1500 1434 341 217 124 147
internal_count=3751 129 3622 1602 821 198 129 623 781 708 623 565 575 489 2020 407 1613 1562 1500 1434 341 217 124 147
is_linear=0
shrinkage=0.0995203


Tree=5553
num_leaves=15
num_cat=0
split_feature=18 1 11 6 6 26 26 18 26 18 26 18 18 9
split_gain=0.00893476 0.00525564 0.00515458 0.00378726 0.0113187 0.00643494 0.00467466 0.00461837 0.00488234 0.00651005 0.00593682 0.00445404 0.00688144 0.00470798
threshold=0.26473000000000008 0.51334500000000016 -0.065469999999999987 0.088565000000000019 0.089430000000000023 -0.2382 -0.15866 -0.117225 0.091570000000000026 0.091085000000000013 0.088545000000000026 0.088635000000000019 0.092545000000000016 0.099125000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 -7 -6 10 -10 -9 13 -13 -8
right_child=-2 2 -4 4 7 6 11 8 9 -11 -12 12 -14 -15
leaf_value=-0.00094491412934549941 -0.001099132753995982 -3.6001171989462031e-06 0.0012455192104921244 0.0012781597256535831 0.0010533779550968168 0.00080468979325841819 -0.00014909012537227468 6.8099252244491258e-05 0.00056361445357111691 -0.00018211596433039744 -0.0007370676844191895 0.00097494496103905481 2.3411833028702686e-05 0.00035871936608950194
leaf_weight=76 69 59 70 86 46 67 1820 238 270 201 145 101 303 200
leaf_count=76 69 59 70 86 46 67 1820 238 270 201 145 101 303 200
internal_value=0 4.3665e-05 0.000667871 2.07713e-05 0.000186713 -4.26491e-05 -1.47925e-05 8.15098e-05 2.82023e-05 0.000243635 -0.000234592 -3.77809e-05 0.000263322 -9.84067e-05
internal_weight=0 3682 129 3553 986 2567 2491 900 854 471 383 2424 404 2020
internal_count=3751 3682 129 3553 986 2567 2491 900 854 471 383 2424 404 2020
is_linear=0
shrinkage=0.0995203


Tree=5554
num_leaves=23
num_cat=0
split_feature=18 6 18 18 6 6 6 26 6 8 20 2 21 2 26 8 3 3 26 26 8 11
split_gain=0.00729352 0.00455956 0.00333547 0.0178734 0.0148861 0.00338412 0.00745052 0.00942378 0.00596431 0.00562355 0.0053415 0.00831933 0.014171 0.00663797 0.00534099 0.0106977 0.00309223 0.00712171 0.00584271 0.0057488 0.00547389 0.00250602
threshold=0.24916000000000005 -0.48214499999999999 0.089505000000000015 0.092750000000000013 0.087235000000000021 0.089165000000000022 0.091295000000000029 0.089485000000000023 0.094100000000000031 -0.083294999999999994 -0.085594999999999991 -0.086554999999999993 0.08708500000000001 -0.095204999999999998 -0.2382 0.10228000000000002 0.11225500000000002 0.12131500000000002 0.11991000000000003 0.10924500000000002 -0.045194999999999999 -0.076244999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 5 4 -4 10 7 -7 -8 -10 11 13 -13 -3 -12 -16 18 -18 19 -5 -19 -1
right_child=-2 2 3 16 -6 6 8 -9 9 -11 14 12 -14 -15 15 -17 17 20 -20 -21 -22 -23
leaf_value=0.00020234599913350425 -0.00089623461612461876 0.0003578542007500609 0.00036774886875835772 -0.00018828788517021209 0.0026393848814624901 0.0017534945848403209 -0.00082418303331994959 2.4736930902846292e-05 -0.00054035810723174465 0.00035444182467466671 -0.0011903695586226483 0.0016439813649547345 -0.00037101281513592343 -0.00099281533355972235 -0.00015505974522003372 0.0012520336181145563 0.0013984433401377 -0.0006166122200332658 -0.0011674913073912796 0.00082448268493578558 0.00078380623417967257 0.0012544662875704688
leaf_weight=48 84 85 69 323 50 61 73 66 89 312 47 88 56 62 1859 55 47 69 49 67 46 46
leaf_count=48 84 85 69 323 50 61 73 66 89 312 47 88 56 62 1859 55 47 69 49 67 46 46
internal_value=0 4.14534e-05 2.3217e-05 0.000214743 0.0013291 -2.48306e-05 0.000184566 0.000861531 1.45847e-06 0.000153804 -8.10768e-05 0.000315938 0.000854688 -0.000206247 -0.000140409 -0.000114198 -4.54137e-06 0.000365653 -0.000143015 -1.22e-05 -4.93263e-05 0.000725923
internal_weight=0 3667 3573 720 119 2853 601 127 474 401 2252 291 144 147 1961 1914 601 162 439 390 115 94
internal_count=3751 3667 3573 720 119 2853 601 127 474 401 2252 291 144 147 1961 1914 601 162 439 390 115 94
is_linear=0
shrinkage=0.0995203


Tree=5555
num_leaves=34
num_cat=0
split_feature=6 0 3 3 26 26 5 26 3 3 3 6 0 3 3 26 9 9 6 9 0 9 0 8 3 20 21 3 26 20 5 17 11
split_gain=0.00394085 0.00294637 0.00781246 0.0354777 0.00840835 0.0136904 0.00895775 0.00639923 0.0106576 0.0184261 0.00973329 0.00726603 0.010009 0.00443129 0.00802526 0.00645598 0.00371689 0.00692748 0.0121542 0.00729761 0.00503698 0.0192451 0.0134215 0.00801636 0.0044768 0.00350794 0.0102875 0.00995439 0.00665246 0.00655419 0.00467284 0.0088367 0.00202128
threshold=-0.48214499999999999 -0.085684999999999997 0.08802500000000002 0.087570000000000023 0.089275000000000021 0.087745000000000031 -0.014739999999999998 0.083400000000000016 0.08777500000000002 0.08708500000000001 0.088605000000000017 0.087975000000000012 -0.087184999999999999 0.091475000000000015 0.09940000000000003 0.088325000000000028 0.088995000000000019 0.090465000000000031 0.089430000000000023 0.09143500000000003 -0.082494999999999999 0.088135000000000033 -0.083885000000000001 -0.080445000000000003 0.11125500000000002 -0.054979999999999994 0.10068500000000002 0.090835000000000013 -0.01278 -0.009049999999999999 -0.50749999999999995 -0.0058449999999999995 -0.076244999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=32 7 3 4 5 6 -3 25 9 11 -10 12 -9 15 -15 -12 20 18 -18 -19 22 23 -4 -22 -21 26 27 -2 -29 -27 -31 -32 -1
right_child=1 2 16 -5 -6 -7 -8 8 10 -11 13 -13 -14 14 -16 -17 17 19 -20 24 21 -23 -24 -25 -26 29 -28 28 -30 30 31 -33 -34
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leaf_weight=48 90 113 48 59 77 61 250 206 49 57 52 60 74 98 117 60 50 68 68 568 181 51 50 210 301 87 65 70 84 58 147 128 46
leaf_count=48 90 113 48 59 77 61 250 206 49 57 52 60 74 98 117 60 50 68 68 568 181 51 50 210 301 87 65 70 84 58 147 128 46
internal_value=0 1.68719e-06 7.64842e-05 0.000396397 0.000122851 -4.90477e-05 0.00018077 -0.000105083 -0.000304843 -0.000664675 7.29077e-05 -0.00038418 -0.000598622 -0.000120799 0.000140514 -0.000629735 -3.53231e-05 7.27681e-05 0.000791541 -1.6876e-05 -0.000248017 -0.000392068 0.000393328 -0.000152649 5.99272e-05 0.000105611 0.000360615 6.0732e-05 -0.000421604 -8.00498e-05 0.000118744 0.000292048 0.000654545
internal_weight=0 3657 2155 560 501 424 363 1502 773 397 376 340 280 327 215 112 1595 1055 118 937 540 442 98 391 869 729 309 244 154 420 333 275 94
internal_count=3751 3657 2155 560 501 424 363 1502 773 397 376 340 280 327 215 112 1595 1055 118 937 540 442 98 391 869 729 309 244 154 420 333 275 94
is_linear=0
shrinkage=0.0995203


Tree=5556
num_leaves=18
num_cat=0
split_feature=23 17 4 21 21 0 21 0 0 0 8 21 17 19 1 8 1
split_gain=0.0151578 0.0123548 0.00961985 0.00862251 0.0226288 0.034423 0.0141275 0.00570796 0.0162654 0.0134603 0.031444 0.00692644 0.00586977 0.00428094 0.00415468 0.00511639 0.0039341
threshold=-0.068919999999999995 -0.55157999999999996 0.08544000000000003 0.090285000000000018 0.092775000000000024 -0.089674999999999991 0.089005000000000015 -0.070134999999999989 -0.073464999999999989 -0.059114999999999994 -0.062834999999999988 0.086565000000000017 0.021725000000000005 -0.071824999999999986 0.05340000000000001 -0.010374999999999999 0.0049450000000000015
decision_type=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 8 11 10 -9 -3 -11 -6 16 -16 -15
right_child=1 3 -4 4 13 -7 -8 9 -10 12 -12 -13 -14 14 15 -17 -18
leaf_value=0.0017176498433877517 -0.0018755551014811829 -0.00011404774268929574 -0.00023415175642378994 0.00011041728008076434 0.00083810806619540046 0.0035026485654601753 -0.001535526613865384 0.00033829270159093066 0.0012950974074997762 -0.00025099567368088154 -0.0025869910817529827 0.00069881502665912378 0.00075546714959262269 3.3922920989088831e-05 -0.0005759209344418408 0.00024970126579755081 0.00080440582333114177
leaf_weight=48 64 1798 82 74 62 50 68 69 91 297 76 110 71 360 215 112 81
leaf_count=48 64 1798 82 74 62 50 68 69 91 297 76 110 71 360 215 112 81
internal_value=0 -6.19863e-05 -0.000959278 -2.46848e-05 0.000230664 0.00148486 -0.000119422 -8.07618e-05 -4.35067e-06 -0.000376916 -0.00118931 -6.67555e-05 -5.45894e-05 4.23044e-05 -2.08743e-05 -0.000290636 0.000177297
internal_weight=0 3680 146 3534 954 124 2580 2512 1999 513 145 1908 368 830 768 327 441
internal_count=3728 3680 146 3534 954 124 2580 2512 1999 513 145 1908 368 830 768 327 441
is_linear=0
shrinkage=0.0995203


Tree=5557
num_leaves=15
num_cat=0
split_feature=29 17 2 18 19 21 21 9 21 0 0 26 29 27
split_gain=0.0124677 0.00998876 0.019247 0.011171 0.00639409 0.00459788 0.0195841 0.0296402 0.0112774 0.00467818 0.0134556 0.0114981 0.00289243 0.00360508
threshold=0.12330000000000002 -0.55157999999999996 -0.08569499999999998 -0.046804999999999992 -0.10411999999999999 0.090285000000000018 0.092775000000000024 0.08888500000000002 0.089005000000000015 -0.070374999999999993 -0.073464999999999989 -0.091484999999999997 -0.077709999999999987 0.081990000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 8 7 -7 9 10 -6 -11 -8 -14
right_child=-2 4 -4 -5 5 6 12 -9 -10 11 -12 -13 13 -15
leaf_value=-0.0010725153126829152 0.0014383148426569848 0.00096120736521687958 -0.0024240505726795159 0.0010865660150568982 -6.0517872696932382e-05 7.670430372475798e-05 -0.00067863259242302663 0.0032843030393248252 -0.0013848278547257534 -0.001809169475728382 0.001212248275497456 -0.00018993280012408995 -3.7223017970441737e-05 0.00083111022849764878
leaf_weight=49 56 64 51 46 1893 74 63 47 67 48 86 481 652 51
leaf_count=49 56 64 51 46 1893 74 63 47 67 48 86 481 652 51
internal_value=0 -5.75669e-05 -0.000864369 -1.84483e-05 -2.39277e-05 -4.23758e-05 0.000152651 0.0013294 -0.000109874 -7.54878e-05 -4.79449e-06 -0.000338406 -3.21627e-05 2.46069e-05
internal_weight=0 3672 146 95 3526 3462 887 121 2575 2508 1979 529 766 703
internal_count=3728 3672 146 95 3526 3462 887 121 2575 2508 1979 529 766 703
is_linear=0
shrinkage=0.0995203


Tree=5558
num_leaves=18
num_cat=0
split_feature=23 17 20 3 21 21 21 0 26 26 17 20 17 21 21 21 0
split_gain=0.0122844 0.00808909 0.0135497 0.00670181 0.00572922 0.0145937 0.0105436 0.00526123 0.00462276 0.0185406 0.00496327 0.00424552 0.00950413 0.0047297 0.00796464 0.00403257 0.00447718
threshold=-0.068919999999999995 -0.55157999999999996 -0.0093149999999999986 0.10611500000000003 0.090095000000000022 0.091635000000000022 0.089005000000000015 -0.093765000000000001 -0.09071499999999999 -0.14678499999999997 0.51326500000000019 -0.096095 -0.036600000000000001 0.094640000000000016 0.096505000000000021 0.084795000000000023 -0.10287
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 6 -6 7 15 9 -9 -10 12 -7 -13 -15 16 -3
right_child=1 4 3 -5 5 11 -8 8 10 -11 -12 13 -14 14 -16 -17 -18
leaf_value=0.0015498449550725142 -0.00206785082044454 -7.334236555664606e-05 0.00075700578209556512 -0.00092275194767725652 0.0014305675494406906 0.0016392111476813734 -0.0013823773281087407 0.00030172147296799454 -7.3341054000645279e-05 -0.0022520780713376869 -0.00095370171098908775 0.0006701617211329221 -0.00019829522338445579 -0.0013735480526393725 -1.5599283861193476e-05 0.00081106175866576494 0.0007029522213881556
leaf_weight=48 52 362 48 46 85 51 62 67 1786 48 66 87 60 46 631 91 92
leaf_count=48 52 362 48 46 85 51 62 67 1786 48 66 87 60 46 631 91 92
internal_value=0 -5.22535e-05 -0.000778347 -5.62946e-05 -2.20248e-05 0.000185166 -9.96168e-05 -6.76304e-05 -0.000143688 -0.000757094 -0.000105157 6.32486e-05 0.00063859 -1.92701e-05 -0.000109077 0.000205373 8.21653e-05
internal_weight=0 3680 146 94 3534 960 2574 2512 1967 115 1852 875 111 764 677 545 454
internal_count=3728 3680 146 94 3534 960 2574 2512 1967 115 1852 875 111 764 677 545 454
is_linear=0
shrinkage=0.0995203


Tree=5559
num_leaves=20
num_cat=0
split_feature=4 1 0 5 5 5 19 10 6 9 9 29 18 0 1 2 2 6 8
split_gain=0.0102502 0.00717415 0.0168069 0.00583695 0.0352109 0.0263693 0.00574478 0.00564835 0.00443865 0.00443266 0.00587212 0.00473218 0.00402584 0.00544012 0.00586029 0.00272145 0.00554179 0.00473559 0.00059257
threshold=0.15221500000000004 -0.15143499999999999 -0.036664999999999996 -0.14822499999999997 -0.12429 -0.1807 -0.071824999999999986 0.086165000000000019 -0.47287499999999999 0.083795000000000022 0.083995000000000028 -0.0094649999999999995 0.086510000000000017 0.12346000000000003 -0.50597999999999999 0.08814000000000001 -0.0043799999999999993 -0.13578499999999999 -0.087544999999999998
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 8 -6 12 18 11 -11 -8 13 14 -4 16 -10 -17 -3
right_child=-2 3 7 4 6 -7 9 -9 15 10 -12 -13 -14 -15 -16 17 -18 -19 -20
leaf_value=-0.0017464544834582374 0.0012401217439799179 -0.00099012668298848914 -0.0012467068171462797 0.002160948167070801 0.00087119037883210272 -0.0025691858345014591 -0.00027838727909523266 -0.0010435571227462883 4.7209656965846451e-05 -0.0010886631995210415 -6.2333948762454371e-05 0.00041410066541992406 0.00061844769934346036 0.0005652545426923629 6.4904320220784256e-05 0.0011235435496521106 -0.0010937394958445642 -8.3210711722017419e-05 -0.00043670555333958125
leaf_weight=79 62 46 64 77 73 46 130 56 295 57 1920 381 86 62 69 55 49 75 46
leaf_count=79 62 46 64 77 73 46 130 56 295 57 1920 381 86 62 69 55 49 75 46
internal_value=0 -4.99774e-05 -0.000439109 0 6.40707e-05 -0.00027707 7.05452e-07 -0.000130209 -8.93379e-05 -2.45063e-05 -9.23387e-05 0.000236328 4.8897e-05 -0.000198091 -0.000560092 3.17913e-05 -0.00011293 0.000421042 -0.000722315
internal_weight=0 3666 416 3250 2638 612 2561 337 566 2488 1977 511 281 195 133 474 344 130 92
internal_count=3728 3666 416 3250 2638 612 2561 337 566 2488 1977 511 281 195 133 474 344 130 92
is_linear=0
shrinkage=0.0995203


Tree=5560
num_leaves=11
num_cat=0
split_feature=19 10 10 23 4 4 3 4 8 8
split_gain=0.00680125 0.00412108 0.00811657 0.00389492 0.00393471 0.00693884 0.00389098 0.00564854 0.00540298 0.00335813
threshold=0.14023500000000003 0.091080000000000022 0.087405000000000024 -0.046924999999999994 0.12498500000000003 0.13491500000000003 0.13345500000000002 0.11474000000000002 -0.057284999999999996 -0.36115499999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5 -8 -7
right_child=-2 -3 -4 4 5 9 8 -9 -10 -11
leaf_value=-0.00076051976457296015 -0.001253084917693843 -0.00085205935371403415 0.0010867822078820702 -0.00011760404307662356 0.0011863324456029974 -0.00053759959282933634 -0.00145429058004854 0.00089847286177198189 -4.6265600980973135e-05 0.00037692423021306649
leaf_weight=89 52 72 57 3065 64 73 51 55 60 87
leaf_count=89 52 72 57 3065 64 73 51 55 60 87
internal_value=0 -0.000105205 -9.00449e-05 -0.000109203 -9.21888e-05 0.000310147 -0.000120335 -9.943e-05 -0.000700571 -3.52109e-05
internal_weight=0 3673 3601 3544 3455 224 3231 3120 111 160
internal_count=3725 3673 3601 3544 3455 224 3231 3120 111 160
is_linear=0
shrinkage=0.0995203


Tree=5561
num_leaves=10
num_cat=0
split_feature=22 10 10 17 0 17 20 20 8
split_gain=0.00390576 0.00483515 0.00665886 0.00319451 0.0127955 0.00314143 0.00306733 0.00931733 0.00766372
threshold=0.12975500000000004 0.091080000000000022 0.087405000000000024 0.51734000000000024 -0.083039999999999989 0.50644500000000015 -0.0078249999999999986 -0.011044999999999999 -0.086404999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -8
right_child=-2 -3 -4 4 -6 -7 8 -9 -10
leaf_value=-6.790846449777942e-05 0.00063596384923443844 -0.00098249045223535694 0.00095746936716957195 0.00026700612549858047 -0.0018417552624388923 0.00050267539738982651 7.4607483004482004e-05 0.0011113724969618315 -0.00033842809268435649
leaf_weight=1272 68 64 57 65 50 81 663 70 1335
leaf_count=1272 68 64 57 65 50 81 663 70 1335
internal_value=0 -0.00012349 -0.000107961 -0.000125367 -0.000642729 -0.000107736 -0.000122785 -5.786e-06 -0.00020096
internal_weight=0 3657 3593 3536 115 3421 3340 1342 1998
internal_count=3725 3657 3593 3536 115 3421 3340 1342 1998
is_linear=0
shrinkage=0.0995203


Tree=5562
num_leaves=20
num_cat=0
split_feature=22 18 18 17 0 4 18 18 8 8 0 8 8 26 26 26 8 5 0
split_gain=0.00316824 0.0027804 0.00991619 0.00542393 0.00517089 0.00817548 0.00391409 0.0131559 0.0152506 0.0104421 0.0198937 0.00374699 0.00537516 0.00467484 0.00629176 0.00456296 0.00333757 0.00253638 0.00203952
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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 11 -6 9 8 -8 10 -5 15 -13 14 -14 17 -9 -1 -7
right_child=-2 2 3 6 5 18 7 16 -10 -11 -12 12 13 -15 -16 -17 -18 -19 -20
leaf_value=0.00077818674474506514 0.00057267252480180031 -0.0011824342422079108 0.0008847757240141998 6.3068700973901727e-05 -0.0010736609260200631 0.00064671015308416014 -0.0010453082589495608 3.1618899664609827e-05 0.0001637594032039073 -0.00075301764517396246 0.0023086418155095403 0.0013584337431096882 0.00037203677828045702 0.00097486894850759575 -0.00079182022738806296 -0.00088465537768233151 -0.00022847398322914874 -0.00025816485324531497 -0.00024259921012940319
leaf_weight=46 68 90 52 197 88 55 320 1223 151 87 49 52 157 68 65 56 809 46 46
leaf_count=46 68 90 52 197 88 55 320 1223 151 87 49 52 157 68 65 56 809 46 46
internal_value=0 -0.000111156 -0.000152678 -0.000120304 6.97499e-05 -0.000370755 -0.000139021 -0.000181829 -0.00065595 0.000180287 0.000513686 0.00024133 0.00042307 0.000252526 2.75802e-05 -0.000173106 -7.1529e-05 0.000251113 0.000233573
internal_weight=0 3657 2978 2888 679 189 2836 2503 471 333 246 490 342 290 222 148 2032 92 101
internal_count=3725 3657 2978 2888 679 189 2836 2503 471 333 246 490 342 290 222 148 2032 92 101
is_linear=0
shrinkage=0.0995203


Tree=5563
num_leaves=12
num_cat=0
split_feature=10 10 23 9 3 17 18 36 18 26 18
split_gain=0.0026821 0.00688435 0.00286588 0.00406357 0.00821509 0.00428593 0.00426198 0.00337862 0.00371557 0.00970699 0.00503206
threshold=0.090150000000000022 0.087405000000000024 -0.046924999999999994 0.11408000000000003 0.10214500000000003 -0.026504999999999997 0.022040000000000008 0.088655000000000025 0.089505000000000015 0.11624000000000002 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 -6 -7 8 10 -10 -4
right_child=-2 -3 3 4 5 6 -8 -9 9 -11 -12
leaf_value=-0.0006506283446115551 -0.00065277215556261447 0.0011070068117036934 -0.00014453678393636506 0.0014867401077307241 -0.00060809803156727153 0.0010089266519774885 -0.0002385853639753471 0.00071252199146368039 0.00024792640081035798 -0.00076645753816307076 -0.00085343747099655444
leaf_weight=89 82 48 2435 48 67 56 51 49 585 111 104
leaf_count=89 82 48 2435 48 67 56 51 49 585 111 104
internal_value=0 -7.56649e-05 -9.16836e-05 -7.72612e-05 0.000333939 1.12197e-05 0.000406668 -0.000105308 -0.000117948 8.49734e-05 -0.000173897
internal_weight=0 3643 3595 3506 222 174 107 3284 3235 696 2539
internal_count=3725 3643 3595 3506 222 174 107 3284 3235 696 2539
is_linear=0
shrinkage=0.0995203


Tree=5564
num_leaves=22
num_cat=0
split_feature=18 8 8 17 17 3 2 8 8 2 3 17 3 1 6 1 6 6 1 4 8
split_gain=0.0148442 0.0129473 0.0135089 0.00674662 0.0359698 0.00740795 0.00588935 0.00588463 0.0058125 0.00468866 0.00489748 0.0113399 0.0232015 0.0208829 0.00521658 0.00923448 0.00700235 0.0025306 0.00563824 0.00406711 0.00202181
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decision_type=2 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 8 9 20 -1 10 11 12 -3 -13 16 -16 -12 19 -19 -6 -7
right_child=-2 6 -4 4 17 7 -8 -9 -10 -11 14 13 -14 -15 15 -17 -18 18 -20 -21 -22
leaf_value=9.2644080951120593e-05 0.0018731566550568828 -8.3606434038435793e-05 -0.0017562563784859579 -0.003002031565338461 0.00033280966108184795 0.00072908607454491407 -0.00081187920142538315 -0.00092611938782580358 0.0016484235635113654 0.0011288719535549989 -8.0003035797020461e-06 0.0027355371893668079 0.0020637232173333154 0.00049446071744735235 8.2694301784320683e-05 0.0011149911826376865 -0.0014459742496673081 -9.1041155879414287e-05 -0.0013119187118472416 -0.00062474312172026503 -4.0522077872114399e-05
leaf_weight=46 46 526 56 47 188 51 58 63 52 53 110 50 55 243 1579 91 49 179 48 57 95
leaf_count=46 46 526 56 47 188 51 58 63 52 53 110 50 55 243 1579 91 49 179 48 57 95
internal_value=0 7.33441e-05 -0.000258986 -0.000156485 -0.000375806 0.000211622 0.000177798 -0.000119673 0.000926513 0.000198923 0.000180386 0.000374459 0.00011826 0.000879691 8.71991e-05 0.000139435 -0.000456298 -0.000112562 -0.000352807 0.000106691 0.000222707
internal_weight=0 3696 882 826 519 307 2814 209 98 2756 2703 874 581 293 1829 1670 159 472 227 245 146
internal_count=3742 3696 882 826 519 307 2814 209 98 2756 2703 874 581 293 1829 1670 159 472 227 245 146
is_linear=0
shrinkage=0.0995203


Tree=5565
num_leaves=20
num_cat=0
split_feature=18 8 8 7 8 6 1 2 17 3 3 6 10 2 6 4 0 3 6
split_gain=0.0120358 0.010511 0.0109485 0.00738794 0.00640962 0.00557332 0.0122006 0.0221008 0.00606396 0.0042917 0.0204025 0.00490083 0.00400814 0.00344202 0.0124013 0.0069559 0.003017 0.00256432 0.00672027
threshold=0.31690500000000005 -0.088520000000000001 -0.089304999999999995 -0.074334999999999998 -0.090274999999999994 -0.031674999999999995 -0.076894999999999991 -0.077849999999999989 -0.0064000000000000003 0.084065000000000015 0.083255000000000023 0.041585000000000011 0.086275000000000018 0.09556000000000002 -0.095814999999999997 0.086380000000000026 -0.01213 0.13345500000000002 -0.083069999999999991
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 17 8 -8 -7 10 11 16 13 15 -15 -11 -5 18 -1
right_child=-2 3 -4 9 -6 6 7 -9 -10 12 -12 -13 -14 14 -16 -17 -18 -19 -20
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leaf_weight=236 46 50 56 68 53 163 47 61 122 2019 68 48 80 47 172 190 72 89 55
leaf_count=236 46 50 56 68 53 163 47 61 122 2019 68 48 80 47 172 190 72 89 55
internal_value=0 6.60008e-05 -0.000233397 0.000160133 -0.000141011 -0.000214461 -0.00047745 -0.00137904 -0.000132921 0.000182073 0.000571286 3.25266e-05 0.000142018 0.000118788 0.000495852 8.10356e-05 0.000334232 5.53712e-05 0.000200238
internal_weight=0 3696 882 2814 826 773 393 108 285 2764 256 188 2508 2428 219 2209 140 380 291
internal_count=3742 3696 882 2814 826 773 393 108 285 2764 256 188 2508 2428 219 2209 140 380 291
is_linear=0
shrinkage=0.0995203


Tree=5566
num_leaves=33
num_cat=0
split_feature=5 1 3 3 17 3 5 4 2 9 7 3 9 4 9 1 5 20 8 1 18 17 17 9 17 0 9 3 3 3 21 2
split_gain=0.00992459 0.0117532 0.0191118 0.0651432 0.00826164 0.00693559 0.0059334 0.0110068 0.00973468 0.0106916 0.0187548 0.0105861 0.00496047 0.00482044 0.0074919 0.0080331 0.00402981 0.00889651 0.0157979 0.00909843 0.00534358 0.00980733 0.0315452 0.016551 0.00631514 0.00581013 0.00564158 0.0139781 0.00674501 0.0269213 0.01657 0.00267851
threshold=-0.084089999999999984 -0.073844999999999994 0.086015000000000022 0.08802500000000002 -0.57205499999999987 0.084505000000000011 -0.49053999999999998 0.13279000000000005 0.13398000000000002 0.11351500000000002 0.054685000000000004 0.13977500000000004 0.097990000000000022 0.10724500000000002 0.088995000000000019 0.26846000000000009 -0.06971999999999999 -0.050459999999999998 -0.087444999999999995 -0.078729999999999994 -0.040349999999999997 0.03851000000000001 0.13629500000000003 0.094085000000000016 -0.55286000000000002 0.048265000000000009 0.094085000000000016 0.09697500000000002 0.10871500000000002 0.12212000000000002 0.096665000000000015 -0.074084999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -1 7 13 9 10 12 -10 -8 14 15 -3 17 -6 -19 -20 21 24 -23 -24 -18 -26 28 -28 30 -30 -22 -29
right_child=4 6 3 -5 16 -7 8 -9 11 -11 -12 -13 -14 -15 -16 -17 20 18 19 -21 26 22 23 -25 25 -27 27 31 29 -31 -32 -33
leaf_value=-0.00054659124932496077 0.0014180764240533576 6.5928516991600026e-05 -0.0043274478719426508 0.00022249187360786222 0.0017350432210631703 0.0010863779937756832 0.00010270797655702554 0.001645169997762866 -0.0020445223925071561 -0.0011651677756198805 0.0020699615328942547 1.2287717064221941e-06 -0.00083210625820485115 -0.00053591418110224937 -0.00064615735454183129 0.0017452500921304216 0.0010958630572421378 -0.001358727971773573 -4.9164278165360475e-05 0.0015736795385553569 4.4432728141813789e-05 0.0031752920209517626 -0.00042459344487073673 0.0014726672113183474 1.0687420106485589e-06 0.0011367493902046375 -0.0018656645275455452 0.00045869548372717682 -0.0024916876703211062 0.00062885367969698507 0.0017898044510270645 -0.00034326975028360808
leaf_weight=55 53 64 52 77 50 48 346 54 53 69 46 46 67 84 48 52 62 46 66 69 634 46 123 72 909 47 55 65 46 67 59 112
leaf_count=55 53 64 52 77 50 48 346 54 53 69 46 46 67 84 48 52 62 46 66 69 634 46 123 72 909 47 55 65 46 67 59 112
internal_value=0 -0.00016373 -0.000797385 -0.00160525 0.000186399 0.000206456 -4.60617e-06 0.000356885 -0.000180027 -8.66263e-06 0.000163408 -0.0010857 -4.69626e-05 7.30705e-05 0.000389981 0.000825785 0.000160253 0.000557451 0.000227626 0.000774226 0.000119952 0.000257878 0.000829339 0.000271736 0.000121787 5.77588e-05 -4.6552e-05 -0.000479494 7.70509e-05 -0.000634211 0.00019421 -4.41377e-05
internal_weight=0 1161 232 129 2581 103 929 302 627 528 459 99 413 248 164 116 2528 231 181 135 2297 1259 241 195 1018 956 1038 232 806 113 693 177
internal_count=3742 1161 232 129 2581 103 929 302 627 528 459 99 413 248 164 116 2528 231 181 135 2297 1259 241 195 1018 956 1038 232 806 113 693 177
is_linear=0
shrinkage=0.0995203


Tree=5567
num_leaves=21
num_cat=0
split_feature=1 8 8 7 8 1 1 2 17 1 1 1 8 10 4 1 1 1 1 21
split_gain=0.00823436 0.00672501 0.00900844 0.00579837 0.00535518 0.00465831 0.0249652 0.00653666 0.00335542 0.00844953 0.0275203 0.00493501 0.00556314 0.00361353 0.00430152 0.0112676 0.00742564 0.0023626 0.00538007 0.00517355
threshold=-0.55579999999999996 -0.088520000000000001 -0.089304999999999995 -0.074334999999999998 -0.090274999999999994 -0.073844999999999994 -0.078954999999999984 -0.079284999999999994 -0.0064000000000000003 -0.082635 -0.092674999999999993 -0.080085000000000003 -0.086589999999999986 0.086275000000000018 0.10343500000000001 -0.047889999999999995 -0.50763499999999995 0.18123500000000006 0.005935000000000001 -0.072824999999999987
decision_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 5 6 7 -2 13 10 -10 -11 -13 14 16 -16 -5 18 -7 -19
right_child=1 3 -4 8 -6 17 -8 -9 9 11 -12 12 -14 -15 15 -17 -18 19 -20 -21
leaf_value=0.0013392186503048615 0.00018760351738228025 -0.00093253474065688473 -0.0014108185230274966 0.001256498522380977 0.00086104200374885465 -8.8619296778939843e-05 -0.0025813448970263457 -0.00094542447209247985 -0.00042759406982205813 -0.00078686498490180559 0.0023270403363679936 -0.00069344297623152591 0.00028426619040578427 0.00080278401248684507 -0.0017524222428250637 0.00038579433009730394 2.0945273811038713e-05 -0.0011256347360496335 0.00091680859514354498 5.0957385861682402e-05
leaf_weight=50 202 50 56 50 53 151 47 67 69 50 74 61 933 61 46 51 1375 47 80 169
leaf_count=50 202 50 56 50 53 151 47 67 69 50 74 61 933 61 46 51 1375 47 80 169
internal_value=0 5.25504e-05 -0.000188614 0.000127413 -0.000103734 -0.000171823 -0.000464465 -9.15574e-05 0.000146842 0.000273494 0.000992157 0.000174272 0.000223442 5.13556e-05 2.07013e-05 -0.000619766 6.48725e-05 3.32248e-05 0.000256037 -0.000201271
internal_weight=0 3692 872 2820 816 763 316 269 2770 1187 143 1044 994 1583 1522 97 1425 447 231 216
internal_count=3742 3692 872 2820 816 763 316 269 2770 1187 143 1044 994 1583 1522 97 1425 447 231 216
is_linear=0
shrinkage=0.0995203


Tree=5568
num_leaves=11
num_cat=0
split_feature=2 17 20 6 4 3 10 18 17 21
split_gain=0.00739471 0.00576654 0.00421348 0.00333981 0.00500983 0.00323559 0.00302992 0.00331281 0.00585235 0.00485808
threshold=-0.24206999999999998 -0.56368999999999991 -0.25378999999999996 -0.425425 0.12631500000000004 0.014805000000000004 0.090150000000000022 -0.086064999999999989 -0.12118 0.087235000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 8 -5 -9
right_child=1 2 3 6 5 -7 -8 9 -10 -11
leaf_value=-0.0012269556705854479 0.00089203172986887188 -0.00081472529600795695 -0.0010053337270364416 0.00013875548563024119 0.00066003799273406589 -0.00047257848554809893 -0.00059373747823469696 0.00020109481581124893 -0.00039865318168523484 -9.6291807871231816e-05
leaf_weight=48 73 62 78 404 47 53 74 1704 396 795
leaf_count=48 73 62 78 404 47 53 74 1704 396 795
internal_value=0 1.62984e-05 -1.16902e-06 1.2805e-05 -0.000406971 5.15651e-05 3.52002e-05 4.95561e-05 -0.000126239 0.00010616
internal_weight=0 3686 3613 3551 178 100 3373 3299 800 2499
internal_count=3734 3686 3613 3551 178 100 3373 3299 800 2499
is_linear=0
shrinkage=0.0995203


Tree=5569
num_leaves=13
num_cat=0
split_feature=2 17 27 3 4 4 4 1 1 17 2 18
split_gain=0.00599539 0.00467664 0.00307887 0.00282234 0.00247077 0.00965511 0.00774802 0.00389389 0.00363898 0.00361867 0.00338973 0.0028183
threshold=-0.24206999999999998 -0.56368999999999991 -0.01137 0.10556500000000002 0.084755000000000025 0.086825000000000027 0.08024000000000002 0.22584000000000004 -0.50290499999999982 -0.45791500000000002 -0.078244999999999995 0.15891500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 11 -7 -10 -9 -4
right_child=1 2 4 -5 5 8 -8 10 9 -11 -12 -13
leaf_value=-0.0011048487844662941 0.00080325665739536939 -0.0011197712717922934 3.2574779080016547e-05 -3.7504762972358102e-05 -0.0014061478454230605 0.00070150582452524696 0.0011365419412519178 0.0012498005264863243 -0.00092189151511144383 -4.4785227303734299e-05 4.1904462517438361e-05 -0.00052290701672747495
leaf_weight=48 73 46 2363 53 55 60 65 48 50 732 47 94
leaf_count=48 73 46 2363 53 55 60 65 48 50 732 47 94
internal_value=0 1.46101e-05 -1.09779e-06 -0.000548645 1.40953e-05 -0.000128143 6.31614e-05 3.55014e-05 -4.36901e-05 -0.000101913 0.000660827 1.09899e-05
internal_weight=0 3686 3613 99 3514 897 2617 2552 842 782 95 2457
internal_count=3734 3686 3613 99 3514 897 2617 2552 842 782 95 2457
is_linear=0
shrinkage=0.0995203


Tree=5570
num_leaves=33
num_cat=0
split_feature=8 4 17 4 6 0 21 21 3 17 26 2 17 9 26 8 18 0 3 8 0 0 3 17 9 2 18 3 26 2 8 21
split_gain=0.00526478 0.00494505 0.0121746 0.0084254 0.00987295 0.00396566 0.00367183 0.00340096 0.00452454 0.00650321 0.00335758 0.0100827 0.00645332 0.00348928 0.00566905 0.021972 0.00453277 0.00573698 0.0038628 0.00724827 0.0130296 0.0186692 0.00664123 0.0114778 0.00579985 0.00845378 0.00540129 0.00529807 0.00574263 0.00369597 0.00518172 0.00282771
threshold=-0.0077949999999999998 0.10343500000000001 -0.56005499999999986 0.10739000000000003 -0.13803499999999999 0.076335000000000014 0.12603000000000006 0.11119000000000002 0.084795000000000023 -0.088160000000000002 0.12086000000000002 -0.058894999999999996 -1.0000000180025095e-35 0.083795000000000022 0.083760000000000015 -0.085814999999999989 -0.030229999999999996 -0.086414999999999992 0.08666500000000002 -0.086404999999999996 -0.086109999999999992 -0.084534999999999985 0.087625000000000022 -0.0064000000000000003 0.086315000000000017 -0.085759999999999989 0.12487500000000003 0.084290000000000018 0.085075000000000026 0.41639000000000009 -0.41646 0.12603000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 8 -4 -10 13 -12 -13 14 16 -16 17 -1 19 27 -21 -22 23 -20 25 -24 -26 -15 -29 30 -18 -9
right_child=1 3 5 4 6 -7 -8 31 9 -11 11 12 -14 18 15 -17 29 -19 22 20 21 -23 24 -25 26 -27 -28 28 -30 -31 -32 -33
leaf_value=0.00017232286744729938 0.0014285322448352648 -0.001502926272134487 0.00055336126265782067 -0.0010461972470295149 0.0010451129269512199 -0.0010095330566937601 -0.00015486172616392791 0.00096181970910634324 -0.00086737739083065637 -4.6255291058480537e-05 0.0014754857432073118 0.00082559657374853257 -0.00070370877320090081 0.00077682851314348606 -0.00020951593765034988 0.0025155781980751137 0.0013530190414880454 -0.0012691927252972931 -1.2727513157689271e-05 -0.0016625549755008137 0.0015699501694073474 -0.00078403717006368917 -0.0014589312161389437 0.0018460844961885375 0.00011635578887854497 0.00012466557636887701 -0.0006754882221899107 -0.0010493205435850297 0.00019116953931938842 -0.00052300509736627802 0.00021749573641891248 -9.9227888903461543e-05
leaf_weight=60 50 71 65 79 50 53 49 49 148 276 65 46 67 81 74 48 47 49 82 83 46 121 64 54 1147 68 92 54 115 51 282 48
leaf_count=60 50 71 65 79 50 53 49 49 148 276 65 46 67 81 74 48 47 49 82 83 46 121 64 54 1147 68 92 54 115 51 282 48
internal_value=0 -0.000203848 -6.51411e-05 -0.000584372 -0.000213383 -0.000183298 0.000442917 -0.000107173 -0.000215071 -0.000334804 6.86217e-05 0.000487279 -7.39151e-05 3.98442e-05 0.000248192 0.000855943 9.48903e-05 -0.000468188 -2.3176e-05 -0.00026316 -0.000642571 -0.000130731 5.59039e-05 0.000719311 -9.30753e-06 -0.000636937 5.68979e-05 0.000112977 -0.000200356 0.000258559 0.000382202 0.000428326
internal_weight=0 938 689 249 178 639 99 586 489 424 2796 178 113 2618 611 122 489 109 2007 500 250 167 1507 136 1371 132 1239 250 169 380 329 97
internal_count=3734 938 689 249 178 639 99 586 489 424 2796 178 113 2618 611 122 489 109 2007 500 250 167 1507 136 1371 132 1239 250 169 380 329 97
is_linear=0
shrinkage=0.0995203


Tree=5571
num_leaves=15
num_cat=0
split_feature=2 17 18 8 6 6 20 20 17 18 18 5 20 6
split_gain=0.00445346 0.00364017 0.00782449 0.00374102 0.00401262 0.00421224 0.00417252 0.00914191 0.0034956 0.0032929 0.0107821 0.00696462 0.00578726 0.00274607
threshold=-0.24206999999999998 -0.55286000000000002 -0.037059999999999989 -0.0077949999999999998 -0.40707999999999994 0.14653500000000005 -0.096095 -0.087094999999999992 -0.53447999999999996 -0.086064999999999989 -0.088184999999999999 0.26245000000000007 -0.085204999999999989 0.090845000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 -5 6 -6 -8 -3 10 12 13 -10 -11
right_child=1 3 -4 4 5 -7 7 -9 9 11 -12 -13 -14 -15
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leaf_weight=48 69 64 54 73 79 63 56 539 51 1591 66 52 407 522
leaf_count=48 69 64 54 73 79 63 56 539 51 1591 66 52 407 522
internal_value=0 1.25393e-05 0.000544901 -5.60884e-06 -0.000193816 -0.000122815 -4.879e-05 -0.000140143 4.94688e-05 6.70466e-05 -0.000156127 0.00012144 1.34751e-05 9.30199e-05
internal_weight=0 3686 123 3563 810 737 674 595 2753 2689 524 2165 458 2113
internal_count=3734 3686 123 3563 810 737 674 595 2753 2689 524 2165 458 2113
is_linear=0
shrinkage=0.0995203


Tree=5572
num_leaves=14
num_cat=0
split_feature=6 28 6 5 6 9 17 5 4 4 9 12 11
split_gain=0.0200022 0.00908656 0.00735086 0.00387931 0.00587853 0.0253329 0.00628556 0.00585945 0.00461721 0.0107004 0.00835326 0.00304326 0.00342971
threshold=0.23663500000000004 0.083225000000000021 0.17176000000000005 -0.012464999999999999 0.088155000000000025 0.085355000000000028 0.51174000000000019 -0.013944999999999999 0.094025000000000011 0.084900000000000017 0.095415000000000014 0.094205000000000025 -0.122405
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 8 -6 -7 11 9 -5 -10 12 -1
right_child=-2 -3 -4 4 5 6 -8 -9 10 -11 -12 -13 -14
leaf_value=0.00076988524429732899 -0.0019204560468597989 0.0012591969566390739 0.001273347371855764 5.1019501591797991e-05 0.0025599939790941291 2.6311659640485913e-05 0.0012184027281128059 -0.0010083265768120332 -0.00064573770178318524 0.0013487020384203568 0.00078304666562890477 -0.00081657339568319933 -2.0856551921523642e-05
leaf_weight=56 50 64 49 871 51 322 51 61 191 68 51 46 1810
leaf_count=56 50 64 49 871 51 322 51 61 191 68 51 46 1810
internal_value=0 8.30317e-05 6.20521e-05 4.52348e-05 0.000160246 0.000478321 0.0001915 -4.79097e-05 4.53581e-05 0.000145866 -0.000341247 -1.68406e-05 2.43549e-06
internal_weight=0 3691 3627 3578 1605 424 373 1973 1181 939 242 1912 1866
internal_count=3741 3691 3627 3578 1605 424 373 1973 1181 939 242 1912 1866
is_linear=0
shrinkage=0.0995203


Tree=5573
num_leaves=11
num_cat=0
split_feature=6 28 20 17 5 3 3 17 17 17
split_gain=0.0162215 0.0073658 0.0075843 0.0045391 0.00400702 0.0111453 0.0494339 0.0079708 0.00587234 0.00388022
threshold=0.23663500000000004 0.083225000000000021 -0.23803499999999997 -0.56655999999999984 0.0047850000000000011 0.087170000000000011 0.084895000000000012 0.50644500000000015 -0.14867499999999997 -0.036600000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 6 -6 -7 -5 -10
right_child=-2 -3 3 4 5 7 -8 -9 9 -11
leaf_value=0.0012736809362576831 -0.0017293318993318069 0.0011338814367702747 -0.00073186358787615164 0.00081849430147096886 -0.00038908180628573024 -1.2503438119981601e-05 0.0034826175041038957 0.0010444671446676679 -0.00026248533246322006 3.1426615952384509e-05
leaf_weight=50 50 64 74 82 87 737 52 78 581 1886
leaf_count=50 50 64 74 82 87 737 52 78 581 1886
internal_value=0 7.48567e-05 5.5944e-05 3.86934e-05 5.52049e-05 0.000229225 0.00105343 8.76501e-05 -9.6036e-06 -3.74604e-05
internal_weight=0 3691 3627 3577 3503 954 139 815 2549 2467
internal_count=3741 3691 3627 3577 3503 954 139 815 2549 2467
is_linear=0
shrinkage=0.0995203


Tree=5574
num_leaves=16
num_cat=0
split_feature=6 18 18 3 20 17 10 8 8 8 17 17 17 3 9
split_gain=0.0131546 0.0073551 0.031209 0.0191042 0.0066586 0.00399776 0.00505285 0.00402523 0.0130299 0.00938327 0.00343982 0.0100548 0.00678717 0.00864689 0.00508458
threshold=0.23663500000000004 -0.090899999999999995 -0.092084999999999986 0.082130000000000022 -0.224635 -0.56005499999999986 0.089450000000000016 -0.050299999999999997 -0.064125000000000001 -0.041669999999999992 -0.12118 -0.15122999999999998 -0.015100000000000001 0.087745000000000031 0.088825000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 -6 7 8 -7 -9 11 14 13 -12 -5
right_child=-2 4 -4 10 5 6 -8 9 -10 -11 12 -13 -14 -15 -16
leaf_value=0.0021024585144198259 -0.0015572284420095298 0.001056473884497417 0.0027569795433718442 -0.00055986078999248139 -0.00083130970225821861 -6.1380570173879597e-06 0.00080242574353273587 -0.0015008152808745842 0.0012311346931010128 -0.0001245136202059307 -0.0018069980324107603 0.0014854328853021359 0.0004583887268830332 -5.973928361266368e-05 0.00025018713974085335
leaf_weight=47 50 58 50 113 59 1978 75 53 88 697 49 51 66 68 239
leaf_count=47 50 58 50 113 59 1978 75 53 88 697 49 51 66 68 239
internal_value=0 6.7429e-05 0.000362254 0.000171804 2.13595e-07 -2.02761e-05 -3.44119e-06 -2.5195e-05 4.61666e-05 -0.000222864 1.55587e-05 0.000179374 -0.000340719 -0.000798494 -7.53105e-06
internal_weight=0 3691 683 633 3008 2950 2891 2816 2066 750 586 403 183 117 352
internal_count=3741 3691 683 633 3008 2950 2891 2816 2066 750 586 403 183 117 352
is_linear=0
shrinkage=0.0995203


Tree=5575
num_leaves=16
num_cat=0
split_feature=21 20 28 1 1 26 26 26 26 5 29 11 9 4 9
split_gain=0.0126803 0.00895078 0.00487681 0.00352093 0.00638839 0.00783629 0.0132939 0.0038821 0.0143294 0.00376728 0.00215104 0.00845815 0.00282974 0.00450191 0.00318665
threshold=-0.096850000000000006 -0.24350999999999998 0.082705000000000015 -0.06551499999999999 -0.075804999999999997 0.09167500000000002 0.098705000000000029 0.086685000000000026 0.085355000000000028 -0.015214999999999999 -0.08294 -0.08577499999999999 0.083715000000000026 0.13924500000000004 0.084115000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -7 8 -3 -9 11 -5 13 -12 -14
right_child=1 2 -4 10 5 6 -8 9 -10 -11 12 -13 14 -15 -16
leaf_value=-0.0011459460277027753 0.0013664018098637123 5.7280815417828325e-05 0.00089857580595874861 0.0005628904864996931 -0.00019166585429912609 0.0023383503769150503 3.1323404733699631e-05 -0.00030118118930281667 0.0013758849134132536 0.00013684551406045818 0.00027391549804661616 -0.0011456083632167503 -0.00085266236269577263 -0.00048216094573703657 -7.6045603136243756e-05
leaf_weight=87 52 525 66 47 55 54 47 367 97 411 494 72 55 92 1220
leaf_count=87 52 525 66 47 55 54 47 367 97 411 494 72 55 92 1220
internal_value=0 6.94298e-05 5.04789e-05 3.44175e-05 0.000146582 0.000751292 0.00127289 7.86157e-05 0.000264231 -6.87293e-05 -5.33148e-05 -0.000463944 -2.66176e-05 0.000153817 -0.000110189
internal_weight=0 3654 3602 3536 1556 156 101 1400 622 778 1980 119 1861 586 1275
internal_count=3741 3654 3602 3536 1556 156 101 1400 622 778 1980 119 1861 586 1275
is_linear=0
shrinkage=0.0995203


Tree=5576
num_leaves=27
num_cat=0
split_feature=0 0 26 0 2 0 0 0 1 2 0 20 2 0 8 9 29 5 2 9 20 20 3 3 3 2
split_gain=0.00482172 0.0108715 0.0130156 0.00751824 0.00600828 0.00998819 0.00639819 0.00943915 0.0113732 0.00900377 0.00572633 0.00616686 0.00615074 0.00418353 0.00467695 0.0103458 0.003772 0.00421866 0.0101465 0.00835238 0.00340506 0.00512302 0.00302905 0.00601662 0.00475002 0.00268606
threshold=-0.075179999999999983 -0.071029999999999996 0.096535000000000024 -0.076154999999999987 -0.086169999999999983 -0.08076499999999999 -0.082039999999999988 -0.086304999999999993 -0.08616 -0.089549999999999991 -0.067839999999999998 -1.0000000180025095e-35 -0.076954999999999996 0.12512500000000001 -0.073999999999999996 0.09550500000000002 0.0044100000000000016 0.054660000000000007 -0.074304999999999996 0.087885000000000019 -0.076005000000000003 -0.058504999999999995 0.12015500000000003 0.13977500000000004 0.11225500000000002 0.097285000000000024
decision_type=2 2 2 2 2 2 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 7 9 -9 -1 11 -3 13 14 -12 -16 17 22 19 -19 -14 -22 24 -24 -6 -23
right_child=1 10 -4 -5 16 -7 -8 8 -10 -11 12 -13 20 -15 15 -17 -18 18 -20 -21 21 25 23 -25 -26 -27
leaf_value=-0.00026061422546658984 9.3524866047418195e-06 0.00015150367946009018 0.0017159922497241924 -0.001352952444078901 -1.4391008866575315e-05 -0.001359078591543582 0.0008340923928680515 0.00014647479104965794 -0.0014373733979986749 0.0010122312776482201 -0.00026523399004428703 -0.001302534987457981 -0.0006896054084352132 -0.00029496007233281095 0.0015842362109318212 0.0001756875092451167 -0.00061829237470674057 0.00082652533712237217 0.0014660378291967392 -0.00090900495442585219 0.00091962142734156992 6.1823065100482982e-05 -0.0012852405577208391 0.0001385014897052023 0.00078252988932040152 -0.0004832545646637877
leaf_weight=233 91 51 88 47 1447 84 54 70 121 72 47 64 84 60 96 115 91 52 67 58 53 260 53 64 78 135
leaf_count=233 91 51 88 47 1447 84 54 70 121 72 47 64 84 60 96 115 91 52 67 58 53 260 53 64 78 135
internal_value=0 0.000140574 0.000852944 -0.00010461 -8.12255e-05 -0.00034671 -0.000190606 -0.000303816 -0.00085262 3.71769e-05 7.58618e-06 -0.000650582 9.75956e-05 0.000444367 0.000619476 0.000820424 6.47028e-06 3.81756e-05 0.000499896 -8.11304e-05 -0.000108146 0 -1.10971e-05 -0.000499445 2.58328e-05 -0.000122397
internal_weight=0 1144 179 2591 2544 634 550 496 191 305 965 115 850 318 258 211 1910 1819 177 110 532 448 1642 117 1525 395
internal_count=3735 1144 179 2591 2544 634 550 496 191 305 965 115 850 318 258 211 1910 1819 177 110 532 448 1642 117 1525 395
is_linear=0
shrinkage=0.0995203


Tree=5577
num_leaves=21
num_cat=0
split_feature=10 4 2 21 8 1 3 9 5 2 25 6 27 22 9 3 4 10 4 5
split_gain=0.00334628 0.0037514 0.00342606 0.00319917 0.00355659 0.00813623 0.00694381 0.0186922 0.011072 0.00356667 0.00267329 0.00406112 0.00562591 0.0045322 0.00442101 0.0036096 0.00340294 0.00146691 0.00491888 0.00106017
threshold=0.088820000000000024 0.10801000000000002 -0.086169999999999983 -0.091869999999999993 -1.0000000180025095e-35 -0.0084199999999999987 0.087570000000000023 0.085525000000000032 -0.014739999999999998 -0.096664999999999987 0.096120000000000025 -0.25061999999999995 0.092265000000000028 0.095670000000000019 -0.063329999999999984 0.17152000000000003 0.11995000000000003 0.084475000000000022 0.08167000000000002 -0.059289999999999995
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 8 -8 -5 17 11 12 14 15 -4 16 -13 18 -6 -15
right_child=1 -3 10 4 9 -7 7 -9 -10 -11 -12 13 -14 19 -16 -17 -18 -19 -20 -21
leaf_value=0.00054631581701933155 0.0011635469767542006 -4.1060392439590959e-05 -0.00031760752730796435 -0.0014416387924580077 -0.00035037796073312481 -0.0013335561652890512 0.0019123426490903189 -0.00040879460933320214 -8.9501562899064907e-05 0.00077460037108338425 0.00073876815641882852 5.7531832925422253e-05 0.0001347011351931593 -0.00028448621458872458 -0.0016288831572772132 0.00083335207438122404 -0.00068296642506301714 -0.00063590745373410379 0.00086270636506017 -0.00097792720564770065
leaf_weight=50 49 51 57 93 118 82 48 120 173 51 49 2345 89 48 49 58 63 48 46 48
leaf_count=50 49 51 57 93 118 82 48 120 173 51 49 2345 89 48 49 58 63 48 46 48
internal_value=0 0.000541011 -4.21674e-05 -0.000219967 -0.000270202 -0.000422109 -0.000248013 0.000249515 -0.000565319 2.47238e-05 1.00697e-05 -2.58449e-06 -0.00044067 3.04397e-05 -0.000931487 5.68612e-05 3.78184e-05 -0.00015181 -5.13083e-06 -0.000639734
internal_weight=0 100 3635 829 779 516 434 168 266 263 2806 2757 195 2562 106 2466 2408 212 164 96
internal_count=3735 100 3635 829 779 516 434 168 266 263 2806 2757 195 2562 106 2466 2408 212 164 96
is_linear=0
shrinkage=0.0995203


Tree=5578
num_leaves=29
num_cat=0
split_feature=0 0 18 8 0 17 0 0 0 10 17 3 1 1 20 0 8 8 0 20 20 3 18 9 18 18 3 6
split_gain=0.00351099 0.0088844 0.0153093 0.0086595 0.00625252 0.00520429 0.0136322 0.00661997 0.00601821 0.0048227 0.0052889 0.00611362 0.0124138 0.00423734 0.00504336 0.00379582 0.00360991 0.00722647 0.00502215 0.00484484 0.0139044 0.00571912 0.00391607 0.00884252 0.0139843 0.00756191 0.00340774 0.00449682
threshold=-0.075179999999999983 -0.071029999999999996 0.089365000000000014 -0.073029999999999984 -0.076154999999999987 -0.0064000000000000003 -0.065519999999999981 -0.057604999999999996 -0.038659999999999993 0.086275000000000018 -0.090304999999999996 0.090360000000000024 -0.080689999999999998 -0.50597999999999999 -0.097019999999999995 0.019150000000000004 -0.086254999999999984 -0.085764999999999994 -0.077174999999999994 -0.079154999999999989 -0.076909999999999992 0.086965000000000028 -0.015440000000000001 0.084055000000000032 -0.08727 -0.011039999999999999 0.13345500000000002 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
left_child=4 2 3 -2 16 9 -7 -8 -9 10 13 -12 -13 -3 -15 -10 22 -18 19 21 -21 -19 23 24 -1 -24 27 -27
right_child=1 5 -4 -5 -6 6 7 8 15 -11 11 12 -14 14 -16 -17 17 18 -20 20 -22 -23 25 -25 -26 26 -28 -29
leaf_value=4.3242359441590753e-05 0.00078628434334273428 -0.00072014676524420195 0.0019003284004308874 -0.0010156240118299686 -0.0012264644915544267 -0.0018342980083420881 0.001000583662501206 -0.0012142674811879144 0.0006007619336106789 0.0011499341841365541 0.0015290760177984924 -0.00089401777714317402 0.0011324483151873581 -0.00085943003845240012 0.00022172653142705549 -0.00035548805677589518 -0.0012911480645401605 0.0011249735916792378 0.00080506945801861788 -0.001938935026650821 -0.00018617571605229671 -1.7117589409832979e-07 -0.0011708671850416011 -0.00027933245154259506 0.0023770893362175765 0.00021298278122604329 -0.00067014501113739605 -0.00077585780463575876
leaf_weight=57 62 86 71 46 47 50 49 52 66 46 47 56 64 50 290 109 54 51 56 47 1039 353 52 80 47 603 56 49
leaf_count=57 62 86 71 46 47 50 49 52 66 46 47 56 64 50 290 109 54 51 56 47 1039 353 52 80 47 603 56 49
internal_value=0 0.000121154 0.000765108 1.12249e-05 -8.80554e-05 8.57051e-07 -0.000321859 -4.49007e-05 -0.000274184 0.000166779 8.91336e-05 0.000564541 0.000179942 -9.53134e-05 6.03251e-05 4.76999e-07 -6.67016e-05 -0.000157944 -0.000117833 -0.000153068 -0.000262786 0.000139838 8.70789e-05 0.000499139 0.00110583 -1.16057e-05 7.23816e-05 0.000137412
internal_weight=0 1144 179 108 2591 965 326 276 227 639 593 167 120 426 340 175 2544 1600 1546 1490 1086 404 944 184 104 760 708 652
internal_count=3735 1144 179 108 2591 965 326 276 227 639 593 167 120 426 340 175 2544 1600 1546 1490 1086 404 944 184 104 760 708 652
is_linear=0
shrinkage=0.0995203


Tree=5579
num_leaves=28
num_cat=0
split_feature=0 0 18 3 0 2 0 6 3 0 3 2 17 0 2 6 26 17 0 18 17 18 18 18 3 0 3
split_gain=0.00285014 0.00720402 0.0124136 0.00745024 0.00506801 0.00427229 0.00843098 0.00849246 0.00961968 0.00853319 0.0137582 0.00824205 0.00421998 0.0111521 0.00919668 0.00628686 0.00487385 0.00556266 0.0043383 0.00625222 0.00330692 0.00374742 0.00983725 0.00554329 0.00372973 0.00325618 0.00269603
threshold=-0.075179999999999983 -0.071029999999999996 0.089365000000000014 0.10214500000000003 -0.076154999999999987 -0.086169999999999983 -0.08076499999999999 0.089165000000000022 0.088115000000000013 -0.086304999999999993 0.084735000000000019 -0.089549999999999991 -0.0064000000000000003 -0.065229999999999996 -0.032624999999999994 -0.067359999999999989 0.12456500000000002 -0.040099999999999997 -0.068604999999999985 -0.060544999999999995 -0.53299999999999992 -0.087529999999999983 -0.082304999999999989 -0.077844999999999998 0.090835000000000013 -0.082224999999999993 0.14166500000000004
decision_type=2 2 2 2 2 2 2 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 7 9 -9 11 -11 -1 16 -14 15 -15 17 18 -3 -20 -7 24 -23 -24 25 -22 -16
right_child=1 12 -4 -5 -6 20 -8 8 -10 10 -12 -13 13 14 26 -17 -18 -19 19 -21 21 22 23 -25 -26 -27 -28
leaf_value=-0.00030994703117973146 -0.00075041487632627492 0.00096407963778992825 0.0017112072450263011 0.00090705678839007745 -0.0011044065040017126 0.00078905560479110043 -0.0012139629486141942 0.0014472535962891159 -0.00036241197534840923 -0.0022827056882302682 -0.00033892623876069966 0.00098645267804475388 -0.00158213901064418 0.0013284847664372659 -0.00026974931436527991 -1.9151189639047958e-05 0.001115771529067775 -0.00084410360329360682 -0.00024572971307752192 0.00048535194393964555 -0.00026077152379490873 -0.0011309933943566552 0.0010702129852846406 -3.8840421390904376e-05 0.0008860435119659927 0.00074209981597619815 -0.0012223100398987283
leaf_weight=176 58 61 71 50 47 53 84 63 53 49 142 67 55 58 84 81 48 59 267 204 100 81 46 1497 86 47 48
leaf_count=176 58 61 71 50 47 53 84 63 53 49 142 67 55 58 84 81 48 59 267 204 100 81 46 1497 86 47 48
internal_value=0 0.000109097 0.000688964 9.35331e-06 -7.93864e-05 -6.01275e-05 -0.000284037 -0.000140524 0.000613367 -0.00034391 -0.000841879 4.41278e-05 6.87305e-07 -0.000289828 -2.45298e-05 0.000537283 0.000150181 7.03724e-05 0.000173329 6.91791e-05 1.37678e-05 -7.91858e-06 -6.18995e-05 -5.24669e-06 0.000364813 5.43057e-05 -0.000622337
internal_weight=0 1144 179 108 2591 2544 634 550 116 434 191 243 965 326 271 139 639 591 532 471 1910 1857 1624 1543 233 147 132
internal_count=3735 1144 179 108 2591 2544 634 550 116 434 191 243 965 326 271 139 639 591 532 471 1910 1857 1624 1543 233 147 132
is_linear=0
shrinkage=0.0995203


Tree=5580
num_leaves=32
num_cat=0
split_feature=18 18 18 1 18 4 0 0 0 5 5 18 2 3 4 9 3 9 1 3 3 1 4 5 3 18 1 1 4 18 36
split_gain=0.00357488 0.0235701 0.0195443 0.00382081 0.00508422 0.00381406 0.00377615 0.00337152 0.0109437 0.0141636 0.007205 0.00726483 0.00693251 0.00598931 0.0116167 0.00548597 0.00978743 0.00539898 0.00489201 0.00325851 0.00734653 0.0125467 0.00681164 0.00630161 0.00708672 0.00657721 0.00530717 0.00496205 0.00428191 0.00279261 0.00268658
threshold=0.082540000000000016 0.088735000000000022 0.087065000000000017 -0.49056499999999997 -0.13579499999999997 0.09939000000000002 0.099665000000000017 -0.079284999999999994 -0.071799999999999989 -0.072874999999999981 -0.063819999999999988 0.19545000000000004 -0.073194999999999996 0.10871500000000002 0.084900000000000017 0.087495000000000031 0.087925000000000017 0.085945000000000021 -0.10241499999999999 0.08666500000000002 0.087625000000000022 -0.010395 0.08024000000000002 -0.01504 0.084795000000000023 -0.025879999999999997 -0.083684999999999996 -0.075804999999999997 0.10386500000000003 -0.023444999999999997 0.088355000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 13 9 -9 12 18 -10 14 15 17 -17 -3 -12 22 21 -21 23 24 -5 -25 29 -28 -24 -22 -30
right_child=1 7 -4 6 5 -7 -8 8 10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 20 26 -23 28 25 -26 -27 27 -29 30 -31 -32
leaf_value=-0.00040283164557924445 0.00044438019363303948 7.4542907086187351e-05 0.002976278455579687 -0.0018454597028292883 0.00020814204956680034 0.0014189461037031176 -0.00091875673622740224 -0.0024448773016171334 0.0014328894278116671 -0.00015545695130149621 -0.00025417124136710136 0.00067363935863544661 -3.4458498733131563e-05 -0.00078809749346558369 0.001763124290138896 0.0015344396462179865 -1.2565271687353524e-05 -0.0012820469291464158 -0.0015721059449123893 -2.7315052765934504e-05 0.00015073986513117917 0.0020123061670947236 0.00090034660691810746 -0.00074753961225749099 -0.00025522761240119758 0.00010356591973275736 -0.0009328048637610917 -0.00011089263778033025 -0.00055021162092038726 0.00094668366489238358 0.0003483971107146419
leaf_weight=53 84 71 48 63 57 50 57 46 57 66 71 46 70 60 46 54 158 48 48 83 182 46 61 164 52 196 77 1451 67 59 64
leaf_count=53 84 71 48 63 57 50 57 46 57 66 71 46 70 60 46 54 158 48 48 83 182 46 61 164 52 196 77 1451 67 59 64
internal_value=0 0.000134653 0.00137127 -8.68189e-05 0.000384134 0.000781589 -0.00011587 -5.8469e-05 -0.000266384 -0.00110306 5.17313e-05 -0.000378908 0.000617669 0.000131872 0.000280458 7.19339e-05 0.000377622 -0.000465774 -0.000792655 -9.77085e-05 -3.07295e-05 0.000693646 -0.000287075 -0.000489794 -0.00113352 -0.000281886 -8.40156e-05 -0.000152847 0.000210179 0.000348994 -0.000104948
internal_weight=0 973 132 2782 160 107 2622 841 404 112 292 165 127 437 377 331 212 119 119 2565 1898 129 667 475 115 360 1769 1528 192 241 131
internal_count=3755 973 132 2782 160 107 2622 841 404 112 292 165 127 437 377 331 212 119 119 2565 1898 129 667 475 115 360 1769 1528 192 241 131
is_linear=0
shrinkage=0.0995203


Tree=5581
num_leaves=32
num_cat=0
split_feature=26 26 23 18 18 6 5 0 20 21 20 5 5 6 26 0 18 5 17 6 26 5 6 6 17 5 17 0 6 6 4
split_gain=0.00451531 0.0227761 0.00558826 0.00360763 0.00685747 0.0103929 0.00933711 0.0036925 0.00308303 0.00509455 0.00489338 0.00275254 0.00700174 0.00546777 0.00486011 0.0107411 0.0172834 0.0127519 0.00888509 0.013422 0.0138444 0.00840421 0.00695427 0.00700678 0.0030336 0.00845505 0.00797178 0.0105458 0.00478301 0.00995414 0.00111666
threshold=0.083400000000000016 0.081750000000000031 0.086650000000000019 0.10361000000000002 0.082540000000000016 -0.083069999999999991 -0.091729999999999992 -0.089449999999999988 -0.079725000000000004 0.10787500000000003 -0.065249999999999989 -0.042209999999999991 -0.051389999999999998 0.11816500000000002 0.091195000000000012 -0.082224999999999993 -0.011569999999999999 -0.017704999999999995 -0.015100000000000001 0.089725000000000013 0.088245000000000032 0.054660000000000007 0.090195000000000011 0.08785500000000003 -0.036600000000000001 -0.084089999999999984 -0.0065549999999999992 -0.086855000000000002 0.098855000000000012 0.088915000000000022 0.10333000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -6 -5 9 -1 -10 12 24 14 18 16 -16 -17 22 20 -20 -19 23 -13 25 -2 27 -26 29 -28 -9
right_child=11 -3 -4 7 5 -7 -8 30 10 -11 -12 13 -14 -15 15 17 -18 21 19 -21 -22 -23 -24 -25 26 -27 28 -29 -30 -31 -32
leaf_value=0.00052924416634875183 0.00047277944284877528 0.0021325411256745983 -0.00091608582838760555 -0.0010404215542278471 0.0011494297569842468 0.001936976210508949 -0.00083158917953745314 0.00023819981017830913 -0.00090373662989713666 -0.00051400542600538461 1.5330291833885583e-05 -5.8969957699341845e-05 0.0012168180433833474 -0.00097940183738736081 0.0020081209030786279 -0.0016433110989754443 -0.00044191833770552931 0.00091376724088793526 8.4610568259256563e-05 -0.0020142378388639448 -0.0016287481816766982 -0.00024090334199044125 0.00077819792850990894 -0.0013074289737987715 -0.00025367761963983836 -0.001298554831031909 -0.00023364359713684663 0.0017466836638212412 -0.00083546337527925412 0.00080053309316919564 -0.00040534839704147515
leaf_weight=235 46 53 59 54 47 50 47 63 62 57 751 365 46 85 65 50 50 85 170 64 64 234 84 51 47 62 409 57 78 119 46
leaf_count=235 46 53 59 54 47 50 47 63 62 57 751 365 46 85 65 50 50 85 170 64 64 234 84 51 47 62 409 57 78 119 46
internal_value=0 0.000105432 3.18383e-05 7.20269e-05 0.000129978 0.000776301 0.000150212 -0.000367008 4.50107e-05 0.000322793 -5.37516e-05 -0.000116699 2.14904e-05 -0.000204639 -0.000152632 9.48925e-05 0.000935768 -0.000164951 -0.000303785 -0.000734119 -0.000380502 6.42014e-05 -4.56686e-05 -0.000213994 -4.47278e-05 -0.000536518 2.89267e-05 0.000834803 -0.000108025 0 -2.58791e-05
internal_weight=0 1524 1471 1412 1249 144 94 163 1105 292 813 2231 864 1367 1282 484 115 369 798 298 234 319 500 416 818 108 710 104 606 528 109
internal_count=3755 1524 1471 1412 1249 144 94 163 1105 292 813 2231 864 1367 1282 484 115 369 798 298 234 319 500 416 818 108 710 104 606 528 109
is_linear=0
shrinkage=0.0995203


Tree=5582
num_leaves=27
num_cat=0
split_feature=26 26 20 20 6 3 21 6 20 3 3 3 30 36 6 18 0 26 18 3 18 1 3 3 21 26
split_gain=0.00366376 0.0184689 0.00416873 0.00582537 0.00571287 0.00881331 0.0104018 0.00918283 0.00510345 0.00403512 0.00599803 0.00555528 0.00386925 0.00522296 0.00775957 0.00369053 0.00528859 0.00416409 0.0123271 0.0163609 0.0107592 0.00599837 0.00284871 0.0110128 0.0037396 0.00338827
threshold=0.083400000000000016 0.081750000000000031 -0.057024999999999999 -0.073489999999999986 -0.095814999999999997 0.10850000000000003 0.094920000000000018 -0.047974999999999997 -0.042414999999999994 0.086605000000000029 0.086015000000000022 0.087170000000000011 0.10801000000000002 0.088355000000000031 -0.47287499999999999 0.084405000000000022 -0.087504999999999986 0.086095000000000019 -0.015069999999999998 0.083815000000000014 -0.015440000000000001 -0.087154999999999996 0.087570000000000023 0.08785500000000003 -0.085574999999999998 0.09032500000000003
decision_type=2 2 2 2 2 2 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 -7 -4 10 15 -11 13 14 -10 17 -17 20 -19 -20 21 -2 -13 -24 -25 -26
right_child=9 -3 8 -5 5 7 -8 -9 12 11 -12 22 -14 -15 -16 16 -18 18 19 -21 -22 -23 23 24 25 -27
leaf_value=-0.00059525103310380473 -5.0083689276418949e-05 0.0019203099444899412 -0.0010367702736958162 0.001113328817381985 0.00032002719759544122 0.00046686493980242164 0.0019588656112348082 -0.0012198859889726032 -0.0013207010846174121 0.0007745767783686006 -0.0011392553840362128 -0.00068228666962753034 0.00077606110215006486 0.00088073939336273308 -7.1316458883948397e-05 -0.00043550483576489622 0.0010152114816192536 -0.0018182137600419896 0.0012518213283546941 -0.00094181899857224895 -0.00096860474177304942 0.0015244950003224164 0.0013037537362788746 0.00061409238101939074 -0.00036816780762576208 -2.8675501242017225e-05
leaf_weight=88 48 53 54 68 201 63 48 64 53 81 80 72 54 51 727 46 53 62 53 92 63 46 58 70 416 991
leaf_count=88 48 53 54 68 201 63 48 64 53 81 80 72 54 51 727 46 53 62 53 92 63 46 58 70 416 991
internal_value=0 9.48855e-05 2.8559e-05 0.000251567 0.00012351 0.000293908 0.000639236 -0.000376706 -9.69168e-05 -0.000105195 -0.000341315 -2.87537e-05 -3.86447e-05 -9.2571e-05 -0.00015726 -0.000201674 0.000332872 -0.000349308 -0.000642658 -0.00013436 3.22511e-05 0.000711746 -6.97546e-05 -4.04901e-05 -9.38312e-05 -0.000129633
internal_weight=0 1524 1471 532 464 376 249 127 939 2231 543 1688 885 831 780 463 99 364 207 145 157 94 1607 1535 1477 1407
internal_count=3755 1524 1471 532 464 376 249 127 939 2231 543 1688 885 831 780 463 99 364 207 145 157 94 1607 1535 1477 1407
is_linear=0
shrinkage=0.0995203


Tree=5583
num_leaves=28
num_cat=0
split_feature=26 26 23 3 9 26 17 9 9 9 26 5 3 17 0 26 26 18 18 17 21 3 0 4 17 3 3
split_gain=0.00297534 0.0149744 0.00451889 0.00327851 0.00650279 0.0155209 0.00665719 0.0338994 0.0184579 0.0125435 0.0119446 0.00634786 0.00496553 0.0157868 0.0181122 0.00564523 0.00393732 0.00305933 0.00527768 0.00939771 0.0160254 0.00352563 0.0036155 0.002548 0.00336518 0.00244932 0.00542753
threshold=0.083400000000000016 0.081750000000000031 0.086650000000000019 0.086605000000000029 0.083715000000000026 0.086580000000000032 -0.011514999999999999 0.084235000000000018 0.084345000000000017 0.08622500000000001 0.08709500000000002 -0.0050400000000000002 0.087625000000000022 -0.065699999999999995 -0.085794999999999996 0.084535000000000013 0.085505000000000012 0.10361000000000002 0.082540000000000016 -0.067864999999999995 0.087410000000000029 0.12274500000000002 -0.080074999999999993 0.14039500000000002 0.25342000000000009 0.088055000000000022 0.088685000000000028
decision_type=2 2 2 2 2 2 2 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 4 5 -2 7 -6 -8 10 -10 -9 13 -5 -15 -14 -17 18 23 20 -20 22 -19 24 -1 -18 -27
right_child=3 -3 -4 12 6 -7 8 11 9 -11 -12 -13 15 14 -16 16 25 21 19 -21 -22 -23 -24 -25 -26 26 -28
leaf_value=-4.0741514503696193e-05 -0.0022010311689652545 0.0017292006082860125 -0.00082664204661255316 -0.00098942877526863975 0.0024684823188719728 0.00028351261800330319 -0.0021584968769273001 0.00013916618357148964 -0.00051960702203349596 -0.0013224370132314338 0.0013506264963287144 -0.0011439983293882417 -0.0011686037107099135 -0.00014425839750686954 0.0023529875723678666 0.00075460335796870975 0.00052328743807847507 -0.0012272733249641277 0.0013828508793912371 0.0018028213532106326 -0.0012010988504071506 0.00031403376537094069 -6.8817773556792219e-05 0.00058531517894076074 0.00082132256290937946 -0.00090042119176873673 -5.8935087042969326e-05
leaf_weight=979 53 53 59 49 52 46 52 78 63 54 72 73 46 55 59 58 63 56 48 49 47 53 54 79 47 81 1277
leaf_count=979 53 53 59 49 52 46 52 78 63 54 72 73 46 55 59 58 63 56 48 49 47 53 54 79 47 81 1277
internal_value=0 8.54959e-05 2.57168e-05 -9.47986e-05 -0.000307648 -0.00103833 -0.000142882 0.000274405 -0.000497769 -3.65172e-05 0.000471787 -0.00047575 -2.58439e-05 0.000495539 0.001141 -8.21088e-05 -4.7763e-05 6.19122e-05 0.000115323 0.000682385 9.58587e-05 -0.000342329 -0.000666019 4.06843e-05 -4.53332e-07 -8.10888e-05 -0.00010973
internal_weight=0 1524 1471 2231 543 99 444 203 241 189 135 151 1688 163 114 1525 1479 1412 1249 144 95 163 110 1105 1026 1421 1358
internal_count=3755 1524 1471 2231 543 99 444 203 241 189 135 151 1688 163 114 1525 1479 1412 1249 144 95 163 110 1105 1026 1421 1358
is_linear=0
shrinkage=0.0995203


Tree=5584
num_leaves=30
num_cat=0
split_feature=5 4 8 3 9 3 6 5 5 2 3 6 2 3 8 2 8 17 5 17 18 8 20 20 20 20 3 6 9
split_gain=0.00348776 0.00925796 0.00796093 0.00361554 0.00320337 0.00471651 0.00547179 0.00651612 0.0155266 0.00605107 0.0056824 0.00740529 0.0111042 0.00690993 0.00547542 0.00444657 0.00373173 0.00459679 0.0121851 0.016056 0.00971091 0.00914934 0.0082587 0.00407598 0.00724749 0.00600426 0.0054336 0.00406506 0.00301932
threshold=0.51100000000000012 0.10343500000000001 0.0017700000000000003 0.11462500000000002 0.085765000000000022 0.12870500000000004 0.096435000000000021 -0.068984999999999991 -0.045014999999999993 -0.075209999999999985 0.094410000000000008 0.091025000000000023 -0.080165 0.096035000000000023 -0.08237499999999999 -0.051635 -0.51030999999999993 -0.011809999999999999 -0.011514999999999999 -0.0044799999999999987 -0.010029999999999999 -0.094375000000000001 -0.012149999999999999 -0.049534999999999996 -0.0094199999999999996 -0.080674999999999997 0.08511500000000001 -0.091704999999999995 0.09143500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 16 6 10 -8 -9 -10 11 14 -13 -12 -6 -7 -1 23 20 -20 22 -22 -19 25 -25 27 -26 -18 -15
right_child=1 -3 -4 -5 5 15 7 8 9 -11 13 12 -14 28 -16 -17 17 18 19 -21 21 -23 -24 24 26 -27 -28 -29 -30
leaf_value=0.000673306464693051 1.3866099797666197e-05 -0.0016260385875968631 0.00082005564199920085 -0.001118513545665794 0.00046409554803310168 0.0014830753890517948 -0.0011467486037958811 0.0013792874095061465 4.6469512719243254e-05 -0.00088400773173315413 -0.0012017404933072219 0.00023349654423401292 0.0018394505047229037 -0.00056175964264007733 -6.7912539131747949e-05 8.646383844750087e-05 0.00079474843764467458 -1.9293580767360506e-05 -0.002174525802308772 -8.8050354377649918e-05 0.00040962526797198525 -0.00052962849146867812 0.0016092354303465614 0.0013419431874270068 0.00048536977692748739 -0.0011669217653000237 -0.00023657038861070283 -0.00023004671361937212 0.00014502503274837426
leaf_weight=62 52 47 65 57 345 47 67 60 146 129 52 108 72 73 426 46 49 68 71 77 139 386 55 53 195 55 218 176 331
leaf_count=62 52 47 65 57 345 47 67 60 146 129 52 108 72 73 426 46 49 68 71 77 139 386 55 53 195 55 218 176 331
internal_value=0 -0.000386135 -4.65137e-05 -0.000570786 2.14662e-05 0.00010901 7.2978e-05 -0.000250022 -6.82326e-05 -0.000387032 0.000165846 0.000304584 0.000880426 -0.000121701 0.000169084 0.000801081 -8.18313e-05 -0.000112724 -0.000279262 -0.00109453 -9.17963e-05 -0.000279391 0.000702255 6.38779e-05 0.00024506 -0.000234737 0.000102315 -3.23064e-06 1.52876e-05
internal_weight=0 221 174 109 3506 1902 1809 402 335 275 1407 951 180 456 771 93 1604 1542 796 148 648 525 123 746 466 280 413 225 404
internal_count=3727 221 174 109 3506 1902 1809 402 335 275 1407 951 180 456 771 93 1604 1542 796 148 648 525 123 746 466 280 413 225 404
is_linear=0
shrinkage=0.0995203


Tree=5585
num_leaves=13
num_cat=0
split_feature=6 5 18 6 5 20 11 4 27 6 26 8
split_gain=0.00333349 0.00429487 0.00920923 0.00510698 0.00266175 0.00267709 0.00253324 0.00417355 0.00407948 0.0032366 0.00219198 0.00114501
threshold=0.18123500000000006 0.51100000000000012 -0.098315 -0.050699999999999995 0.40898000000000007 0.2959750000000001 -0.11166 0.14646500000000004 0.085775000000000032 -0.48214499999999999 0.091400000000000023 -0.069939999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 11 5 6 8 9 -1 -8 -6 -3
right_child=-2 2 -4 -5 10 -7 7 -9 -10 -11 -12 -13
leaf_value=0.0011653817546343932 0.00059251511428502724 -0.00093806603738707368 -0.0016811069994008949 0.00050670879653948479 2.7927060530305539e-05 0.00074848521754335444 0.00068929167417602682 -0.0009073876689136203 -0.00012025118706922365 -3.1022804907663615e-05 0.0009925116047668507 -0.00021432873114729569
leaf_weight=46 91 48 47 75 48 46 63 53 50 3065 49 46
leaf_count=46 91 48 47 75 48 46 63 53 50 3065 49 46
internal_value=0 -1.72796e-05 -0.000447749 -9.99003e-05 9.66859e-06 -5.08789e-06 -1.59158e-05 -3.13584e-05 0.000487254 -1.62535e-05 0.000523631 -0.000592606
internal_weight=0 3636 216 169 3420 3323 3277 3181 96 3128 97 94
internal_count=3727 3636 216 169 3420 3323 3277 3181 96 3128 97 94
is_linear=0
shrinkage=0.0995203


Tree=5586
num_leaves=13
num_cat=0
split_feature=0 10 8 0 0 1 6 6 3 1 18 9
split_gain=0.00351201 0.00643957 0.00500678 0.00431914 0.00551463 0.0045406 0.00261061 0.00287469 0.0176539 0.00233273 0.0049784 0.00323962
threshold=0.11291000000000002 0.086165000000000019 -0.011315 0.048265000000000009 0.032270000000000014 -0.50763499999999995 0.18123500000000006 0.11816500000000002 0.10174000000000002 -0.14482999999999999 0.081485000000000016 0.085765000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -5 7 9 -9 10 -1 -11
right_child=1 -3 -4 5 -6 -7 -8 8 -10 11 -12 -13
leaf_value=0.00094283655089510325 -0.0008807542355138842 -0.0014065527597116672 0.00042716996660406857 0.0013913803412935152 -0.0010693460206039596 0 0.00055423333815341142 -0.0016406615868404236 0.00072932855698293775 -0.00011611300332276969 -0.0002350024464350287 9.0678467102143844e-05
leaf_weight=79 46 49 78 46 47 46 87 63 61 1315 63 1747
leaf_count=79 46 49 78 46 47 46 87 63 61 1315 63 1747
internal_value=0 -0.00043998 -5.14261e-05 1.91826e-05 1.06105e-06 0.000692207 1.60326e-05 1.71705e-06 -0.000468178 2.01582e-05 0.000414509 1.60289e-06
internal_weight=0 173 124 3554 3462 92 3415 3328 124 3204 142 3062
internal_count=3727 173 124 3554 3462 92 3415 3328 124 3204 142 3062
is_linear=0
shrinkage=0.0995203


Tree=5587
num_leaves=12
num_cat=0
split_feature=0 4 3 0 0 1 6 0 3 0 1
split_gain=0.00284767 0.00531029 0.00365993 0.00349832 0.00447163 0.00368583 0.00211682 0.00286814 0.00413604 0.00441396 0.00257476
threshold=0.11291000000000002 0.10343500000000001 0.10426500000000002 0.048265000000000009 0.032270000000000014 -0.50763499999999995 0.18123500000000006 -0.014889999999999999 0.13730000000000006 -0.059114999999999994 -0.14482999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -5 7 8 10 -10 -1
right_child=1 -3 -4 5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00045205935582601561 -0.0005723801236343258 -0.0010986051872569674 0.00059210547283732691 0.0012529099169112017 -0.00096292449310574275 0 0.00049907566677630602 -0.0005555592690599673 6.2479694391375423e-05 0.0010229453750177728 -2.9852828540869934e-05
leaf_weight=114 51 66 56 46 47 46 87 89 119 81 2925
leaf_count=114 51 66 56 46 47 46 87 89 119 81 2925
internal_value=0 -0.000396193 2.94196e-05 1.72646e-05 9.31913e-07 0.000622972 1.4437e-05 1.52169e-06 1.70817e-05 0.000455562 -1.15058e-05
internal_weight=0 173 107 3554 3462 92 3415 3328 3239 200 3039
internal_count=3727 173 107 3554 3462 92 3415 3328 3239 200 3039
is_linear=0
shrinkage=0.0995203


Tree=5588
num_leaves=10
num_cat=0
split_feature=22 10 10 25 8 26 18 5 5
split_gain=0.00392899 0.00442983 0.00424255 0.00322657 0.0031097 0.00469621 0.00531615 0.00409559 0.00915281
threshold=0.12975500000000004 0.090150000000000022 0.087275000000000019 0.085465000000000027 -0.083849999999999994 0.10725000000000003 -0.019539999999999998 -0.54382499999999989 -0.50992999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -6 -9
right_child=-2 -3 -4 -5 7 -7 -8 8 -10
leaf_value=-0.0001939809786142181 0.00078862700803534937 -0.0007244036926273759 0.00096378218827752426 0.00083966207556217872 0.00080556465483978628 -0.00057420462744176069 0.00028249048352385424 -0.0014848321908799117 -6.4123759743018791e-05
leaf_weight=303 65 80 47 46 51 90 967 46 2049
leaf_count=303 65 80 47 46 51 90 967 46 2049
internal_value=0 7.72988e-06 2.42315e-05 1.15689e-05 4.70519e-07 0.000118439 0.000168168 -7.39087e-05 -9.57091e-05
internal_weight=0 3679 3599 3552 3506 1360 1270 2146 2095
internal_count=3744 3679 3599 3552 3506 1360 1270 2146 2095
is_linear=0
shrinkage=0.0995203


Tree=5589
num_leaves=21
num_cat=0
split_feature=0 8 4 3 8 0 0 8 3 10 1 2 0 2 2 18 8 18 9 18
split_gain=0.00362705 0.00484637 0.00520887 0.00543384 0.00562801 0.0120055 0.00665513 0.00615063 0.00479869 0.00463819 0.00389289 0.00874179 0.00510154 0.00464611 0.00361804 0.00808795 0.00641924 0.00340584 0.00312831 0.00279298
threshold=-0.052884999999999995 0.24853500000000003 0.14646500000000004 0.11404500000000002 -0.071594999999999992 -0.066264999999999991 -0.11896 -0.079219999999999999 0.12131500000000002 0.090005000000000016 -0.040439999999999997 -0.070354999999999987 -0.030209999999999997 0.12875500000000004 0.096520000000000022 -0.13579499999999997 0.097995000000000013 -0.24085499999999999 -0.096659999999999982 0.11362500000000002
decision_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 17 7 6 -6 8 -5 10 13 -12 -13 14 15 -2 -17 -1 -19 -20
right_child=9 -3 -4 4 5 -7 -8 -9 -10 -11 11 12 -14 -15 -16 16 -18 18 19 -21
leaf_value=-0.00076303724997615213 -0.0011871640312312833 0.0010558667380944874 -0.0010029984990069865 0.0010920848381134453 0.0011154175998743313 0.0020196650558413068 -0.00042108731802975005 -0.00087940325604071029 -3.3829236802739264e-06 -0.0011542173975172584 -0.0016821656208403396 0.00073230399071173629 -0.00070585488504579057 -0.00075438028459627441 0.00085029021248284812 -9.5188704208169145e-06 0.0012322477585337722 0.00077093758665328159 4.5744372222506853e-05 -0.00031161560453842507
leaf_weight=55 46 48 46 59 49 57 64 51 116 47 47 46 52 63 64 193 52 55 2295 239
leaf_count=55 46 48 46 59 49 57 64 51 116 47 47 46 52 63 64 193 52 55 2295 239
internal_value=0 6.27584e-05 4.70462e-05 6.32043e-05 0.000407069 0.000840158 0.00023794 7.76716e-05 0.000361269 -0.000202366 -0.00012145 -0.000566071 -2.24474e-05 3.08267e-05 0.000172479 2.05943e-05 0.000250699 1.1393e-05 2.8161e-05 1.17161e-05
internal_weight=0 3134 3086 3040 396 170 113 226 175 610 563 145 98 418 355 291 245 2644 2589 2534
internal_count=3744 3134 3086 3040 396 170 113 226 175 610 563 145 98 418 355 291 245 2644 2589 2534
is_linear=0
shrinkage=0.0995203


Tree=5590
num_leaves=23
num_cat=0
split_feature=17 1 17 9 1 8 2 2 2 3 6 20 2 20 5 1 1 5 17 17 17 2
split_gain=0.00616882 0.00464875 0.00322081 0.00736774 0.013955 0.0133874 0.00487115 0.0333636 0.0148057 0.00490689 0.00478507 0.00377159 0.0119871 0.00425319 0.00894327 0.00475948 0.0110811 0.00834019 0.00486546 0.00545408 0.00387679 0.00167313
threshold=-0.55380499999999999 -0.49367499999999997 0.0041300000000000009 0.11351500000000002 0.50996500000000011 0.099175000000000027 -0.083104999999999998 -0.082484999999999989 -0.083589999999999984 0.084550000000000028 -0.082809999999999995 -0.085594999999999991 -0.086554999999999993 -0.076005000000000003 -0.070260000000000003 -0.050379999999999994 -0.06551499999999999 -0.061665000000000005 0.084010000000000015 0.22924500000000006 0.18936500000000003 -0.054390000000000001
decision_type=2 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 21 8 -8 10 -9 -2 12 -4 14 20 16 17 -15 -17 -20 -13 -5
right_child=2 -3 11 5 -6 -7 7 9 -10 -11 -12 13 -14 15 -16 18 -18 -19 19 -21 -22 -23
leaf_value=-0.00014193133992369662 -0.00047545990983296067 -0.0013914120356600386 -0.00046739917840233047 -0.00033043473063139545 0.0014245873520090766 -0.0019796245630173946 0.0024056053072735529 -0.00041529941263940018 -0.0016415601607916613 0.000182216577311144 0.00013537827551132056 -0.0007676458867043888 0.001509418220439039 -0.00065724074492576172 -0.0018145707255271832 0.00088386904441690875 -0.0016116872509622179 0.00024376745311520206 -0.00069270300174889901 0.00030257630970363826 0.00048112285909502315 0.00040537406214976744
leaf_weight=72 154 52 67 66 82 46 66 154 56 1136 721 48 55 167 46 80 55 259 79 176 50 57
leaf_count=72 154 52 67 66 82 46 66 154 56 1136 721 48 55 167 46 80 55 259 79 176 50 57
internal_value=0 -0.000672509 4.11877e-05 0.000102641 0.000148201 -0.000531155 0.000102078 0.000222575 -7.25462e-05 0.000110251 2.69352e-05 -0.000102205 0.000417079 -0.00016905 -0.00066848 -7.99121e-05 -0.000281219 -0.000107523 0.000206685 -2.5549e-06 -0.000122166 3.89436e-06
internal_weight=0 124 3620 2538 2369 169 2287 1356 931 1290 875 1082 122 960 144 816 481 426 335 255 98 123
internal_count=3744 124 3620 2538 2369 169 2287 1356 931 1290 875 1082 122 960 144 816 481 426 335 255 98 123
is_linear=0
shrinkage=0.0995203


Tree=5591
num_leaves=19
num_cat=0
split_feature=17 1 22 17 17 9 9 9 3 3 3 3 18 9 8 17 9 9
split_gain=0.00501185 0.00375954 0.00295348 0.00249929 0.0158602 0.0508949 0.0123328 0.0198501 0.00431941 0.0117596 0.0093092 0.00801773 0.00433512 0.00426811 0.0180706 0.0126709 0.00496751 0.00466036
threshold=-0.55380499999999999 -0.49367499999999997 0.12975500000000004 -0.000475 -0.0082649999999999998 0.084675000000000014 0.085355000000000028 0.087635000000000032 0.08785500000000003 0.087515000000000023 0.08844500000000001 0.08895500000000002 -0.1394 0.11296000000000002 0.11023500000000003 0.033280000000000011 0.10371500000000002 0.097510000000000027
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 -8 9 12 -10 -12 -2 14 16 -15 17 -5
right_child=2 -3 -4 13 5 6 7 -9 10 -11 11 -13 -14 15 -16 -17 -18 -19
leaf_value=-0.00012780624617311073 0.00072050911263692576 -0.0012529384615937945 0.00070229841349132415 -9.166288980991167e-05 0.0035833456527226927 -0.0013125263588310652 0.0020916962995758876 -0.00060128998866436725 0.0011907020462889786 -0.0016704383808661544 -0.00099386038532799461 0.00011493682864044576 -0.00017041429628195866 -0.0013480048215666869 0.0017862847387974878 0.0005341017217177532 -0.00096502750841821316 0.00072093169710260563
leaf_weight=72 60 52 65 1227 53 48 49 60 75 50 69 997 533 87 53 59 61 74
leaf_count=72 60 52 65 1227 53 48 49 60 75 50 69 997 533 87 53 59 61 74
internal_value=0 -0.000606238 3.70437e-05 2.46498e-05 9.86507e-05 0.00091673 1.13198e-05 0.000601809 1.89319e-06 -0.000203923 0.000118596 4.23987e-05 -7.88897e-05 -6.93535e-05 -1.58985e-05 -0.000581821 -8.66286e-05 -4.48138e-05
internal_weight=0 124 3620 3555 1994 210 157 109 1784 643 1141 1066 593 1561 1415 146 1362 1301
internal_count=3744 124 3620 3555 1994 210 157 109 1784 643 1141 1066 593 1561 1415 146 1362 1301
is_linear=0
shrinkage=0.0995203


Tree=5592
num_leaves=13
num_cat=0
split_feature=29 10 3 3 6 27 6 6 6 19 0 2
split_gain=0.014538 0.00464745 0.00414981 0.0198489 0.00983963 0.00395749 0.00416142 0.00478987 0.00319853 0.00309244 0.00284803 0.0017677
threshold=0.12737000000000004 0.09056500000000002 0.083875000000000019 0.084145000000000011 0.085760000000000017 0.10734500000000002 -0.25061999999999995 -0.19631499999999999 0.082725000000000021 0.072660000000000016 -0.13056499999999996 -0.049174999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 6 10 -8 9 11 -5 -1
right_child=-2 -3 3 5 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.00045820356449229076 -0.0017450110235184314 0.00075404981057411078 0.0020419072518646007 -6.4804622845481913e-06 -0.0013072632073441192 0.00077431615838646642 0.00086920078661585566 1.1429224767932524e-05 0.00072432937387469792 -0.0009054482562977661 -0.00096283339992427486 0.00018144138385940483
leaf_weight=61 46 87 49 57 76 68 66 2927 46 47 72 143
leaf_count=61 46 87 49 57 76 68 66 2927 46 47 72 143
internal_value=0 3.50533e-05 1.75086e-05 5.39219e-05 -0.000296497 2.31288e-05 6.50499e-06 3.06179e-05 -3.5093e-05 -0.000177532 -0.000546605 -5.81219e-06
internal_weight=0 3699 3612 3239 373 3190 3122 2993 297 251 129 204
internal_count=3745 3699 3612 3239 373 3190 3122 2993 297 251 129 204
is_linear=0
shrinkage=0.0995203


Tree=5593
num_leaves=12
num_cat=0
split_feature=26 10 3 3 6 4 17 8 8 6 20
split_gain=0.0142049 0.0037317 0.00349512 0.0160237 0.00794299 0.00352682 0.00322326 0.00346973 0.00496739 0.00279853 0.00321221
threshold=0.5128250000000002 0.09056500000000002 0.083875000000000019 0.084145000000000011 0.085760000000000017 0.14039500000000002 0.056905000000000011 -0.09602999999999999 -0.085289999999999991 0.18123500000000006 -0.10892
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 9 7 -1 -9 10 -5
right_child=-2 -3 3 5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00093277962607223302 -0.0016375476680336365 0.00067900677303874717 0.0018386961857039539 -0.00044951364418463859 -0.0011771641042472641 0.00063203410855802407 0.00070004834890455693 0.00071682537109128946 -0.00034083451810540345 0.00061540689421760836 1.5541817997525488e-05
leaf_weight=49 51 87 49 155 76 92 49 65 136 73 2863
leaf_count=49 51 87 49 155 76 92 49 65 136 73 2863
internal_value=0 3.46704e-05 1.89022e-05 5.24836e-05 -0.000268342 2.47289e-05 -3.45988e-05 -0.000181864 0 6.38833e-06 -8.0715e-06
internal_weight=0 3694 3607 3232 375 3183 299 250 201 3091 3018
internal_count=3745 3694 3607 3232 375 3183 299 250 201 3091 3018
is_linear=0
shrinkage=0.0995203


Tree=5594
num_leaves=12
num_cat=0
split_feature=29 10 3 3 6 29 29 17 36 17 0
split_gain=0.0117841 0.00303377 0.00277506 0.0130122 0.00646768 0.0032942 0.00273283 0.00259471 0.00257129 0.00608086 0.00253231
threshold=0.12737000000000004 0.09056500000000002 0.083875000000000019 0.084145000000000011 0.085760000000000017 -0.085039999999999991 -0.080349999999999991 0.056905000000000011 0.088355000000000031 -0.0064000000000000003 -0.13417999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 -5 -7 8 9 -1 -8
right_child=-2 -3 3 5 -6 6 10 -9 -10 -11 -12
leaf_value=0 -0.0015721828831532904 0.00061143179878900343 0.0016557088920249813 0.00066849369847800258 -0.0010600124637713108 -0.00069645284664259866 0.00026224671227836774 0.00063037945937332316 0.00034872240669249428 -0.0012943157050226701 -1.5601940581349242e-05
leaf_weight=129 46 87 49 76 76 54 369 49 69 50 2691
leaf_count=129 46 87 49 76 76 54 369 49 69 50 2691
internal_value=0 3.04424e-05 1.62218e-05 4.60362e-05 -0.000240481 2.10541e-05 4.98988e-06 -2.80123e-05 -0.000161399 -0.000362611 1.76358e-05
internal_weight=0 3699 3612 3239 373 3190 3114 297 248 179 3060
internal_count=3745 3699 3612 3239 373 3190 3114 297 248 179 3060
is_linear=0
shrinkage=0.0995203


Tree=5595
num_leaves=15
num_cat=0
split_feature=26 2 9 3 3 8 3 8 27 2 0 0 0 6
split_gain=0.0114259 0.0031334 0.00567944 0.00256992 0.0105293 0.00633472 0.00784007 0.0044079 0.00340851 0.00281309 0.00281143 0.00926837 0.00483058 0.00202073
threshold=0.5128250000000002 -0.23128999999999997 0.095415000000000014 0.083875000000000019 0.084145000000000011 -0.090134999999999993 0.082595000000000016 -0.096609999999999988 0.10868000000000001 -0.012644999999999998 -0.08269 -0.08317999999999999 -0.082284999999999983 -0.087609999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 9 -3 10 13 11 -6 -12 -7
right_child=-2 3 -4 4 8 6 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=-9.27204056512819e-05 -0.001469620861052696 -8.7034026309301817e-05 0.0012991721211726953 0.0014909323857809661 5.4310846395251927e-05 -0.00087616139601523957 -0.0014499142477674718 0.0010950078318607555 0.00070699542895792623 0.00041832996298827311 -0.00099353000344586692 0.001489007043579928 -5.7655515828531022e-05 -7.5431225086396248e-05
leaf_weight=62 51 90 53 49 1549 58 67 47 70 53 57 46 1420 73
leaf_count=62 51 90 53 49 1549 58 67 47 70 53 57 46 1420 73
internal_value=0 3.01272e-05 0.000541642 1.34625e-05 4.30849e-05 -0.000228049 -0.000526356 0.000312509 2.02449e-05 -0.000185611 4.32981e-06 9.6201e-05 -9.43268e-05 -0.000436202
internal_weight=0 3694 115 3579 3191 388 251 137 3142 184 3072 1595 1477 131
internal_count=3745 3694 115 3579 3191 388 251 137 3142 184 3072 1595 1477 131
is_linear=0
shrinkage=0.0995203


Tree=5596
num_leaves=20
num_cat=0
split_feature=21 9 17 18 5 5 3 2 5 17 8 2 9 9 9 3 3 8 3
split_gain=0.0216996 0.00413782 0.00578235 0.00665976 0.00629636 0.0116131 0.00751806 0.00582844 0.0094583 0.0107368 0.00535899 0.00558265 0.00504218 0.00608936 0.00607523 0.00298441 0.0156721 0.0138464 0.0026612
threshold=-0.10223999999999998 0.08648500000000002 0.26430000000000003 -0.091594999999999996 -0.012464999999999999 -0.010264999999999998 0.087045000000000025 0.096520000000000022 -0.0087549999999999989 -0.14723999999999998 -0.094375000000000001 -0.087444999999999995 0.087055000000000021 0.087495000000000031 0.087885000000000019 0.087675000000000017 0.088475000000000012 -0.080445000000000003 0.11896500000000003
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 -6 -7 8 -2 -10 18 -12 -3 -14 -15 17 -17 -16 -5
right_child=1 12 -4 4 5 6 -8 -9 9 -11 11 -13 13 14 15 16 -18 -19 -20
leaf_value=0.0016345287306425808 0.00018410412173683192 0.00086251435358119177 -0.00094527963809563095 0.00054305719704369419 0.0016610644966335417 -0.00027906770662617872 0.00050932898721916164 0.00020833035982515362 -0.00046297707334380704 -0.0022088309051393664 0.00047745060308856176 -0.00042354261702323167 -0.00078835080114339701 0.00094705305457996598 0.0014786876758233099 -0.0014106891406833366 8.3245803109900733e-05 -0.00046756336504949676 -0.00015082521082434514
leaf_weight=81 66 80 81 132 54 236 242 78 80 64 77 546 81 79 71 73 1467 73 91
leaf_count=81 66 80 81 132 54 236 242 78 80 64 77 546 81 79 71 73 1467 73 91
internal_value=0 -1.20981e-05 -0.000123176 -8.27146e-05 7.66554e-06 0.000276495 0.000118366 -0.000518001 -0.000791679 -0.0012446 -0.000160418 -0.00031087 8.83357e-05 5.43048e-05 9.34845e-05 5.29557e-05 1.18978e-05 0.000486362 0.000256232
internal_weight=0 3671 1747 1666 1378 532 478 288 210 144 846 623 1924 1844 1763 1684 1540 144 223
internal_count=3752 3671 1747 1666 1378 532 478 288 210 144 846 623 1924 1844 1763 1684 1540 144 223
is_linear=0
shrinkage=0.0995203


Tree=5597
num_leaves=10
num_cat=0
split_feature=6 29 2 36 8 4 9 3 21
split_gain=0.031284 0.00386698 0.00644975 0.00453546 0.00265479 0.00583983 0.00576045 0.00256243 0.00241942
threshold=0.23663500000000004 0.0061000000000000013 0.040040000000000013 0.086430000000000021 0.24853500000000003 0.14699000000000004 -0.095314999999999997 -0.012959999999999999 0.09865500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -5 -8
right_child=-2 2 -4 7 -6 -7 8 -9 -10
leaf_value=0.00094011097092812888 0.0024450665557232396 -0.0010331942298361923 0.00035814458477116451 -0.001177582675701128 0.00077812231492735396 -0.0010003411855519079 5.3562243236760994e-05 -0.00016219709161487825 -0.0001720030063231972
leaf_weight=68 52 90 51 48 46 55 2718 55 569
leaf_count=68 52 90 51 48 46 55 2718 55 569
internal_value=0 -1.2906e-05 -0.000524138 7.11795e-06 2.67404e-05 1.63644e-05 3.32757e-05 -0.000643335 1.42665e-05
internal_weight=0 3700 141 3559 3456 3410 3355 103 3287
internal_count=3752 3700 141 3559 3456 3410 3355 103 3287
is_linear=0
shrinkage=0.0995203


Tree=5598
num_leaves=20
num_cat=0
split_feature=20 28 18 18 18 18 5 5 18 3 6 18 0 4 3 3 26 26 26
split_gain=0.0325139 0.00460594 0.00252401 0.00473776 0.00438948 0.00886138 0.0104934 0.0140069 0.00694898 0.025141 0.0141146 0.01377 0.00687089 0.00373703 0.00432955 0.00738477 0.00371263 0.0031698 0.00286551
threshold=-0.41270499999999993 0.087260000000000018 -0.092584999999999987 -0.44183499999999992 -0.081614999999999993 -0.085834999999999995 -0.0038499999999999997 0.0016150000000000003 -0.022504999999999997 0.087925000000000017 0.11816500000000002 -0.017129999999999996 -0.088174999999999989 0.10459000000000003 0.10457000000000002 0.092200000000000018 1.0000000180025095e-35 0.15583500000000003 0.084845000000000018
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 5 6 12 -8 9 -6 -11 -10 -4 14 15 -5 -16 -13 -7
right_child=1 -3 4 13 8 18 7 -9 11 10 -12 17 -14 -15 16 -17 -18 -19 -20
leaf_value=0.0026485190961528528 0.0005131500323622679 -0.0008712274636005048 0.0002670818505081187 -0.00046356784577419305 -0.0024994286722558275 0.00055543377323864079 0.0018786684219140048 -0.00012970751344736957 0.0015123998457485383 0.00014793534239055826 -0.0016671268385162587 -3.1705692323592296e-06 -0.0012489941048781682 0.00055045594298685943 -0.0013966285059015256 0.00059906542348033183 -0.00025368546286203697 0.00063464346541503545 0.0016417451712969463
leaf_weight=46 82 61 49 267 49 48 55 90 63 314 49 2122 72 46 67 85 52 80 55
leaf_count=46 82 61 49 267 49 48 55 90 63 314 49 2122 72 46 67 85 52 80 55
internal_value=0 -1.35838e-05 5.44485e-07 -0.000185976 3.74928e-05 0.000359317 5.26088e-05 0.000626445 -6.56192e-06 -0.000382791 -9.48181e-05 6.15121e-05 -0.000628281 -0.000298447 -0.000383092 -0.00020464 -0.000904071 1.96299e-05 0.00114345
internal_weight=0 3706 3645 599 3046 369 266 145 2677 412 363 2265 121 517 471 352 119 2202 103
internal_count=3752 3706 3645 599 3046 369 266 145 2677 412 363 2265 121 517 471 352 119 2202 103
is_linear=0
shrinkage=0.0995203


Tree=5599
num_leaves=15
num_cat=0
split_feature=21 28 10 26 26 5 8 2 3 9 38 26 18 9
split_gain=0.0149135 0.00373501 0.00324879 0.00296975 0.00968704 0.0108812 0.00867144 0.00399953 0.00791716 0.00784516 0.00328581 0.00282869 0.00574678 0.00347885
threshold=-0.10223999999999998 0.087260000000000018 0.09056500000000002 0.088875000000000023 0.090275000000000022 0.00093000000000000016 -0.086154999999999995 -0.080744999999999997 0.091405000000000028 0.091750000000000012 -0.08335999999999999 0.088115000000000013 -0.0095499999999999977 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 6 -5 8 -6 -9 -2 13 -13 -12
right_child=1 -3 -4 4 7 -7 -8 9 -10 -11 11 12 -14 -15
leaf_value=0.0013528051373600592 -0.00091565726057998473 -0.00078452270055886196 0.0006579344556072378 0.00021398953170161556 8.6628005137163967e-05 -0.00037746379008939769 0.0019306338025794202 0.00071644882088020047 -0.00090603759084961885 -4.725988437058071e-05 8.7016332857765075e-06 -0.0011852472902152524 0.00022453373240406262 -0.0003914614080953293
leaf_weight=81 46 61 73 48 207 55 79 171 128 596 1850 63 51 243
leaf_count=81 46 61 73 48 207 55 79 171 128 596 1850 63 51 243
internal_value=0 -1.22688e-05 5.53636e-07 -1.27826e-05 0.000107738 0.000780391 0.00128827 -2.61011e-06 -0.000290216 0.000121939 -8.18317e-05 -6.40815e-05 -0.000547375 -3.73667e-05
internal_weight=0 3671 3610 3537 1284 182 127 1102 335 767 2253 2207 114 2093
internal_count=3752 3671 3610 3537 1284 182 127 1102 335 767 2253 2207 114 2093
is_linear=0
shrinkage=0.0995203


Tree=5600
num_leaves=8
num_cat=0
split_feature=19 20 10 10 7 10 20
split_gain=0.00748455 0.00284574 0.00268747 0.00459134 0.00296844 0.0026948 0.00215939
threshold=0.14107000000000006 -0.25378999999999996 0.090150000000000022 0.086275000000000018 -0.068034999999999998 0.081935000000000022 0.096815000000000026
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6
right_child=-2 2 -4 -5 5 -7 -8
leaf_value=-0.00068892024020661055 -0.0013286209283790028 -0.00063615780815737212 -0.00059494077507653525 0.00080995194285081158 2.9872237489632744e-06 -0.00076660818132257859 -0.00036498113117687194
leaf_weight=68 46 81 84 64 3183 48 166
leaf_count=68 46 81 84 64 3183 48 166
internal_value=0 -5.03591e-05 -3.81581e-05 -2.47227e-05 -4.03172e-05 -2.58686e-05 -1.50074e-05
internal_weight=0 3694 3626 3542 3478 3397 3349
internal_count=3740 3694 3626 3542 3478 3397 3349
is_linear=0
shrinkage=0.0995203


Tree=5601
num_leaves=17
num_cat=0
split_feature=19 18 6 17 18 26 18 18 26 3 18 3 17 20 12 4
split_gain=0.00606749 0.0026419 0.012108 0.00822538 0.00705883 0.00877557 0.0138965 0.00454992 0.00315592 0.00829479 0.00559283 0.0069 0.00536867 0.00302728 0.00309553 0.00529561
threshold=0.14107000000000006 -0.074709999999999985 0.11345500000000001 0.12439000000000001 -0.046804999999999992 0.095385000000000011 -0.060544999999999995 -0.032374999999999994 0.095525000000000013 0.11360500000000003 -0.085834999999999995 0.087975000000000012 -0.0077549999999999997 -0.23598 -0.086019999999999999 0.14727500000000002
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 -3 -6 10 -10 12 -12 -1 -9 -15 -16
right_child=-2 4 -4 -5 7 -7 -8 13 9 -11 11 -13 -14 14 15 -17
leaf_value=0.00010136556965980856 -0.0011963962373830862 -0.0024730884481700337 0.0012880625905339568 -0.0012017045390669081 0.00076599386310930611 6.7840578590116005e-05 -0.00013186430961602456 -0.00071357410688193681 -0.0012830025770399847 0.00048196536427056315 0.001618418250421774 9.6156305236581947e-05 -0.00088938511751156886 -0.00080939308554312233 -6.5254698606754039e-05 0.00085264007620512001
leaf_weight=657 46 51 77 54 65 81 51 72 56 49 52 71 59 53 2182 64
leaf_count=657 46 51 77 54 65 81 51 72 56 49 52 71 59 53 2182 64
internal_value=0 -4.53915e-05 8.55664e-05 -6.39116e-06 -9.94573e-05 -0.000695943 -0.0013105 -5.43113e-05 6.11177e-05 -0.000451555 0.000126254 0.00074637 1.85821e-05 -7.71449e-05 -5.68572e-05 -3.87347e-05
internal_weight=0 3694 1075 998 2619 183 102 2436 944 105 839 123 716 2371 2299 2246
internal_count=3740 3694 1075 998 2619 183 102 2436 944 105 839 123 716 2371 2299 2246
is_linear=0
shrinkage=0.0995203


Tree=5602
num_leaves=13
num_cat=0
split_feature=17 26 17 1 2 2 7 10 10 20 36 2
split_gain=0.00518204 0.0119964 0.00358574 0.0159872 0.0117092 0.0112595 0.00303132 0.00244499 0.00509254 0.0029946 0.00300588 0.00210158
threshold=0.51734000000000024 0.087575000000000028 0.39033000000000012 -0.07002499999999999 -0.073884999999999992 -0.067815 -0.074334999999999998 0.090150000000000022 0.086275000000000018 -0.15615999999999999 0.087755000000000014 -0.065999999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 -1 8 9 11 -11 -8
right_child=1 -3 3 4 5 -7 7 -9 -10 10 -12 -13
leaf_value=-0.00073198513371938918 0.00037696969999706796 -0.0016273424330876076 -0.00088839538376083175 -0.00021297312234068588 0.0026948056513386998 0.00053500101768898072 -0.0010312669254001806 -0.00059954865616454619 0.00093550566008054989 -1.0888126646567226e-05 -0.0005950679593416838 -0.00017158860256311128
leaf_weight=65 54 64 70 56 47 51 50 77 53 2992 90 71
leaf_count=65 54 64 70 56 47 51 50 77 53 2992 90 71
internal_value=0 -0.000703178 -3.24378e-05 0.000352715 0.000922172 0.00157918 -5.80685e-05 -4.46801e-05 -3.13068e-05 -4.75603e-05 -2.82129e-05 -0.000533593
internal_weight=0 118 3622 224 154 98 3398 3333 3256 3203 3082 121
internal_count=3740 118 3622 224 154 98 3398 3333 3256 3203 3082 121
is_linear=0
shrinkage=0.0995203


Tree=5603
num_leaves=11
num_cat=0
split_feature=25 13 8 8 9 9 8 4 9 9
split_gain=0.0020779 0.00377013 0.00380091 0.00429672 0.00228846 0.00548803 0.0133559 0.0108356 0.00525637 0.00484295
threshold=0.10729000000000002 0.089365000000000014 -0.49499500000000002 -0.42187000000000002 0.10125500000000003 0.11296000000000002 0.058495000000000012 0.12719000000000005 0.098720000000000016 0.097680000000000031
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 6 -6 -7 9 -5
right_child=-2 -3 3 4 5 7 -8 -9 -10 -11
leaf_value=-0.00069797333912007269 -0.00070016041738511596 0.00085447645992876267 0.0008992045128773437 -7.4710183842886967e-05 7.9694463641207783e-05 0.00017217579411665118 0.0020254320817858231 -0.0015014279867219538 -0.00093831602264335021 0.00095331552169136886
leaf_weight=88 48 46 48 2956 140 205 47 47 69 46
leaf_count=88 48 46 48 2956 140 205 47 47 69 46
internal_value=0 -3.98567e-05 -5.13647e-05 -3.5142e-05 -4.81527e-05 0.000163782 0.000573108 -0.000136716 -7.87153e-05 -5.86849e-05
internal_weight=0 3692 3646 3558 3510 439 187 252 3071 3002
internal_count=3740 3692 3646 3558 3510 439 187 252 3071 3002
is_linear=0
shrinkage=0.0995203


Tree=5604
num_leaves=16
num_cat=0
split_feature=30 3 3 1 17 17 2 2 17 17 8 8 27 25 11
split_gain=0.0157533 0.00545081 0.0210287 0.00789441 0.00398614 0.0104039 0.00582423 0.0148345 0.00629245 0.00588988 0.00517649 0.0143696 0.00322337 0.0030603 0.00352531
threshold=-1.0000000180025095e-35 0.092115000000000016 0.092835000000000015 -0.50763499999999995 -0.16408999999999999 -0.14813999999999997 0.08814000000000001 0.097285000000000024 -0.14169499999999999 -0.095109999999999986 -0.070134999999999989 -0.082419999999999993 -0.032854999999999995 0.096120000000000025 -0.38234499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 10 -6 8 -8 -7 -10 11 -2 -5 14 -14
right_child=1 2 3 12 5 6 7 -9 9 -11 -12 -13 13 -15 -16
leaf_value=0.0018291973428049666 9.6173389612717105e-05 -0.0017059800170710722 -0.0011304483810569443 0.00067451225463883481 0.0015527917988123804 -0.00098914108614214856 0.0019662488428614745 -0.0001546746404921461 0.00085360466162906858 4.932057765047694e-05 0.0003456085191956394 -0.0020264696064101321 0.00075473205154388595 0.00073260694294081615 -9.3524034713220262e-05
leaf_weight=47 87 80 65 65 52 54 57 75 97 1338 79 49 50 49 1489
leaf_count=47 87 80 65 65 52 54 57 75 97 1338 79 49 50 49 1489
internal_value=0 -4.20287e-06 -0.000128431 -5.44945e-05 0.00011367 0.00016582 0.000120822 0.000754977 6.40544e-05 0.000104257 -0.000288324 -0.000662584 -1.16901e-05 -4.02932e-05 -6.54334e-05
internal_weight=0 3686 1798 1718 1888 1673 1621 132 1489 1435 215 136 1653 1588 1539
internal_count=3733 3686 1798 1718 1888 1673 1621 132 1489 1435 215 136 1653 1588 1539
is_linear=0
shrinkage=0.0995203


Tree=5605
num_leaves=18
num_cat=0
split_feature=26 20 20 5 3 5 0 21 5 2 26 20 0 8 0 0 25
split_gain=0.0133297 0.00569578 0.0436666 0.00627151 0.00678138 0.00510201 0.00482313 0.00690501 0.00443718 0.00565858 0.00838923 0.0105758 0.00678927 0.0143379 0.00793478 0.00464321 0.00357566
threshold=0.5128250000000002 -0.080434999999999993 -0.081189999999999998 0.51797000000000015 0.11089500000000001 -0.54623499999999992 -0.23998999999999998 -0.085914999999999991 0.30714500000000006 -0.086304999999999993 0.083705000000000016 -0.092114999999999989 -0.088174999999999989 -0.08569499999999998 -0.09466999999999999 -0.082794999999999994 0.081855000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 5 -5 -3 -7 -8 9 10 15 -12 14 -14 -11 -1 -9
right_child=-2 3 -4 4 -6 6 7 16 -10 12 11 -13 13 -15 -16 -17 -18
leaf_value=-0.00071865993240673956 0.0016475418615264294 0.00097467467935703008 -0.0031206192493668031 3.7036875650352713e-05 -0.001502902178533672 -0.00094144140469385905 0.0012445726549288206 4.3978826590350005e-05 0.00066319752305510295 -0.00031995230760139458 -5.4504486780985412e-05 0.0020628010624704051 -0.0023367388844000893 -0.00028680851010712391 0.001065427501313395 0.0004317596641521464 0.00078689052774932639
leaf_weight=81 49 63 49 60 52 46 50 2577 77 180 46 46 46 132 53 60 66
leaf_count=81 49 63 49 60 52 46 50 2577 77 180 46 46 46 132 53 60 66
internal_value=0 -4.59754e-06 -0.000245532 5.87864e-05 -0.000670626 8.82343e-05 6.75463e-05 8.50851e-05 -4.9002e-05 -0.000135428 0.000254323 0.000995251 -0.000358373 -0.000821165 -1.30942e-06 -0.000223314 6.28403e-05
internal_weight=0 3684 770 2914 112 2802 2739 2693 721 644 233 92 411 178 233 141 2643
internal_count=3733 3684 770 2914 112 2802 2739 2693 721 644 233 92 411 178 233 141 2643
is_linear=0
shrinkage=0.0995203


Tree=5606
num_leaves=16
num_cat=0
split_feature=30 3 3 1 17 17 3 17 17 17 17 27 20 20 20
split_gain=0.0126727 0.00415071 0.0170999 0.00640464 0.00324138 0.00635015 0.00941067 0.00686398 0.00923519 0.00603351 0.00534544 0.00294265 0.00281882 0.00705249 0.00434725
threshold=-1.0000000180025095e-35 0.092115000000000016 0.092835000000000015 -0.50763499999999995 -0.45791500000000002 -0.15450999999999998 0.086130000000000026 -0.14169499999999999 -0.11491499999999999 -0.09744499999999999 -0.53447999999999996 -0.032854999999999995 -0.074014999999999984 -0.078725000000000003 -0.06470999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 10 6 -6 -7 -9 -10 -2 -5 13 -13 -14
right_child=1 2 3 11 5 7 -8 8 9 -11 -12 12 14 -15 -16
leaf_value=0.0016391174770166912 0.00017177264178573203 -0.0015362902482354409 -0.0010160953282926741 0.0006472850260718523 0.0019311319711134631 -0.0007725183278087499 0 0.001480551373422566 -0.00090294438879179946 0.0001308097848695489 -0.0010834263290772778 -5.0231107092213706e-05 -0.00081161376595864805 0.00084182116834347032 -6.5406100818137479e-05
leaf_weight=47 76 80 65 65 47 87 55 49 58 1457 59 355 84 116 1033
leaf_count=47 76 80 65 65 47 87 55 49 58 1457 59 355 84 116 1033
internal_value=0 -5.27184e-06 -0.000113701 -4.69803e-05 9.75548e-05 0.000134085 0.000896999 8.64557e-05 0.000134761 9.06933e-05 -0.000370732 -8.37707e-06 -3.57301e-05 0.00016773 -0.000122255
internal_weight=0 3686 1798 1718 1888 1753 102 1651 1564 1515 135 1653 1588 471 1117
internal_count=3733 3686 1798 1718 1888 1753 102 1651 1564 1515 135 1653 1588 471 1117
is_linear=0
shrinkage=0.0995203


Tree=5607
num_leaves=19
num_cat=0
split_feature=24 9 9 5 5 9 6 4 17 18 18 9 6 0 6 0 2 2
split_gain=0.012118 0.00366968 0.0171303 0.00763543 0.0159777 0.00954991 0.0145054 0.00824603 0.00552071 0.00514429 0.00552782 0.00468672 0.0044235 0.0117048 0.00624856 0.0040553 0.00686685 0.00432134
threshold=-0.071224999999999997 0.08888500000000002 0.089150000000000021 0.066815000000000027 0.062500000000000014 0.084055000000000032 -0.007045 0.099510000000000029 -0.56005499999999986 -0.14624999999999996 -0.018629999999999997 0.088510000000000019 0.089725000000000013 -0.082135 0.088565000000000019 0.12433000000000002 -0.16295499999999999 -0.043929999999999997
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 11 7 -7 9 -4 -5 -11 12 14 -14 -2 16 -10 -18
right_child=1 2 8 5 -6 6 -8 -9 15 10 -12 -13 13 -15 -16 -17 17 -19
leaf_value=0.0016016583118682677 9.059993551704132e-05 -0.0019381550434716833 -0.0011366829550451215 -0.00042036478005288844 0.0019500691619172656 -0.0024707783326435788 -2.843080370870647e-05 -0.00085352884705053225 -0.0012444389590143142 0.0013009853236227924 -7.877181272692956e-05 0.0011016187375001458 -0.00094390587896175937 0.00078104100775284611 0.0010232512803282823 0.00080893230641802696 -6.2263897599533109e-05 0.00075236972257011054
leaf_weight=47 1489 50 46 55 48 46 52 81 47 70 47 46 121 57 75 55 1233 68
leaf_count=47 1489 50 46 55 48 46 52 81 47 70 47 46 121 57 75 55 1233 68
internal_value=0 -6.35193e-06 -0.000126499 7.5624e-05 0.000157237 -0.000348944 -0.00118319 -2.25606e-05 -6.34196e-05 0.000364008 0.000739727 0.00010865 8.1959e-05 -0.000386936 0.000135848 -2.76472e-05 -6.23879e-05 -1.90558e-05
internal_weight=0 3686 1499 2187 1836 351 98 253 1449 172 117 1788 1742 178 1564 1403 1348 1301
internal_count=3733 3686 1499 2187 1836 351 98 253 1449 172 117 1788 1742 178 1564 1403 1348 1301
is_linear=0
shrinkage=0.0995203


Tree=5608
num_leaves=28
num_cat=0
split_feature=1 1 1 4 4 4 4 17 18 17 17 6 2 2 17 1 2 18 2 17 20 6 6 2 8 3 8
split_gain=0.00587541 0.00985841 0.0072915 0.00505614 0.00935276 0.00811397 0.0058535 0.00470107 0.00435513 0.0120883 0.0105205 0.00442424 0.00432225 0.030504 0.0301299 0.00705916 0.00849759 0.00600285 0.00550683 0.00401863 0.00398896 0.0079262 0.00748329 0.00361526 0.00513046 0.0172712 0.00529862
threshold=-0.07825 -0.075804999999999997 -0.080085000000000003 0.10300500000000003 0.10777500000000002 0.094025000000000011 0.11670500000000002 0.00079000000000000023 0.10085500000000001 0.07134500000000002 -0.031185000000000001 -0.080534999999999995 -0.083104999999999998 -0.082025000000000001 -0.01857 -0.019984999999999999 -0.097214999999999996 0.092545000000000016 -0.079555000000000001 0.048755000000000014 -0.0088249999999999978 -0.095324999999999993 -0.14889499999999997 0.097285000000000024 -0.076194999999999999 0.090360000000000024 -0.078504999999999991
decision_type=2 2 2 2 2 2 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 5 -5 23 -6 -4 12 10 -10 -11 15 14 -14 16 -3 18 -15 -2 21 -17 -22 24 26 -26 -1
right_child=1 8 7 4 6 -7 -8 -9 9 11 -12 -13 13 17 -16 20 -18 -19 -20 -21 22 -23 -24 -25 25 -27 -28
leaf_value=3.3994336775280948e-05 -0.0004618819252941271 -0.00012745668132146533 0.00022896165840175826 0.0015956761420214112 -0.00082135093491490709 -0.0011695191426368662 0.00066503256405161431 0.0016534642376844612 0.00011440699119404363 8.2042089050218234e-05 0.0017560368376880566 -0.001015999514530234 -0.0035371054732278935 0.00044346231995220101 -3.7807030097146718e-05 0.0011849778752892664 0.0016060637684487432 -0.00110769147576154 -0.00014723271370189683 -0.0017457657724837361 0.00024936904132714574 -0.00011334918330001594 -0.0012222704775644436 -0.00078934372687470362 0.0013053251458555973 -0.00029932052657190067 -0.00096782157868160849
leaf_weight=621 52 51 46 58 46 57 61 49 86 83 72 63 53 182 46 56 60 57 1093 49 63 273 73 48 127 138 57
leaf_count=621 52 51 46 58 46 57 61 49 86 83 72 63 53 182 46 56 60 57 1093 49 63 273 73 48 127 138 57
internal_value=0 -0.000129734 0.000132072 6.55898e-05 0.000577782 -1.42701e-05 1.83758e-05 0.000972323 -8.72877e-05 0.000262809 0.000867673 -0.000386164 -0.000140725 -0.000233541 -0.00191944 8.84443e-05 0.000802207 -0.000107623 -6.22718e-05 -0.00109286 -8.01773e-05 0.000105155 -0.000534536 5.13511e-05 9.50118e-05 0.000466609 -4.90218e-05
internal_weight=0 2412 1308 1213 165 1048 107 95 2311 304 158 146 2007 1431 99 576 111 1332 1275 101 465 329 136 991 943 265 678
internal_count=3720 2412 1308 1213 165 1048 107 95 2311 304 158 146 2007 1431 99 576 111 1332 1275 101 465 329 136 991 943 265 678
is_linear=0
shrinkage=0.0995203


Tree=5609
num_leaves=29
num_cat=0
split_feature=1 1 5 1 26 4 4 4 4 18 17 17 3 26 26 17 5 26 0 0 5 1 0 0 0 18 26 8
split_gain=0.00476745 0.00800618 0.00698477 0.00592489 0.00503617 0.00410199 0.00758355 0.00657759 0.00474665 0.00353948 0.00980525 0.00869119 0.00783297 0.00499104 0.00489974 0.00371223 0.00349137 0.00986164 0.0182536 0.0135301 0.00937742 0.0177722 0.00789676 0.00333493 0.0160575 0.00489641 0.00311913 0.00572129
threshold=-0.07825 -0.075804999999999997 -0.077634999999999996 -0.080085000000000003 0.091275000000000023 0.10300500000000003 0.10777500000000002 0.094025000000000011 0.11670500000000002 0.10085500000000001 0.07134500000000002 -0.011514999999999999 0.11387500000000002 0.11861500000000001 0.090545000000000028 -0.55026999999999993 -0.016815 0.091195000000000012 -0.080884999999999999 -0.086414999999999992 -0.082179999999999989 -0.082635 -0.088329999999999992 -0.09466999999999999 -0.096359999999999987 0.0036600000000000005 0.13124500000000003 -0.035869999999999992
decision_type=2 2 2 2 2 2 2 2 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 7 -7 16 -8 13 11 12 -11 15 -12 -3 20 19 -19 -18 22 -22 -1 24 -17 -25 -15 -28
right_child=1 9 -4 4 -6 6 8 -9 -10 10 14 -13 -14 26 -16 23 17 18 -20 -21 21 -23 -24 25 -26 -27 27 -29
leaf_value=-0.00071411602052539496 -6.1397656802621888e-05 -0.0009202736385729031 -0.0017424114478368669 0.0016262832457000502 0.00015574857332898077 0.0014368741485798577 -0.00073960992442596667 -0.0010531283436093495 0.00059884842147299151 -0.00068790850048822594 0.00011918265395693557 0.0017143009505799405 0.0010971965855238188 -0.0013485378341803833 -0.0010487281150139468 -0.00010039565937970545 -0.0010428935486497789 0.0023229706017974419 5.696022494369797e-05 0.00020693478809070734 7.8954972476847181e-05 -0.0022732155342473455 0.00080564037093387643 -1.737495690950785e-05 -0.002029099522215012 0.00071465753854307304 0.00034423625915362124 -0.0011478186217839072
leaf_weight=51 46 51 55 46 49 58 46 57 61 49 87 61 48 48 59 627 106 55 100 449 78 53 99 1035 46 99 53 48
leaf_count=51 46 51 55 46 49 58 46 57 61 49 87 61 48 48 59 627 106 55 100 449 78 53 99 1035 46 99 53 48
internal_value=0 -0.000116891 -0.000984907 0.000118928 0.000876415 5.8928e-05 0.000520281 -1.29277e-05 1.57856e-05 -7.86008e-05 0.000236922 0.000781838 0.000187003 -0.000126801 -0.000347174 -8.18568e-05 4.60762e-05 0.000164289 0.00086631 -3.02962e-05 -0.000249697 -0.000866438 0.000283466 -5.77406e-05 -0.00023344 4.58108e-05 -0.000681749 -0.000356754
internal_weight=0 2412 101 1308 95 1213 165 1048 107 2311 304 158 97 2007 146 1858 991 710 155 555 281 131 150 1807 673 1134 149 101
internal_count=3720 2412 101 1308 95 1213 165 1048 107 2311 304 158 97 2007 146 1858 991 710 155 555 281 131 150 1807 673 1134 149 101
is_linear=0
shrinkage=0.0995203


Tree=5610
num_leaves=26
num_cat=0
split_feature=1 9 9 1 17 8 8 17 9 8 1 9 19 19 19 3 17 21 17 1 17 3 26 0 17
split_gain=0.00387797 0.00932654 0.019189 0.0075379 0.00694288 0.00681649 0.00963917 0.00667063 0.00900599 0.0074393 0.00650192 0.00349259 0.00343227 0.00462007 0.00432134 0.00508898 0.00304767 0.00304754 0.00290428 0.00278279 0.00770676 0.0260839 0.00509416 0.00418474 0.00490486
threshold=-0.07825 0.091750000000000012 0.092855000000000021 -0.080349999999999991 0.10932500000000002 -0.077259999999999995 -0.046889999999999994 0.0021900000000000005 0.089255000000000015 -0.086404999999999996 -0.075804999999999997 0.098720000000000016 0.10189500000000003 0.092740000000000031 0.11028000000000003 0.091225000000000014 -0.0038549999999999999 0.097120000000000026 0.048755000000000014 -0.0027699999999999995 -0.019465 0.089005000000000015 0.11861500000000001 -0.14795 0.41106500000000007
decision_type=2 2 2 2 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 7 -4 -7 8 16 -9 18 -8 13 19 -14 -16 -1 -17 -2 23 21 -21 -22 -12 -25
right_child=10 2 5 -5 -6 6 11 9 -10 -11 12 -13 14 -15 15 17 -18 -19 -20 20 22 -23 -24 24 -26
leaf_value=-4.5391176811344191e-05 -0.00034867808012134256 0.0023914667606837058 0.0012705117116151023 0.00097748873649472707 0.0007478085867257668 -0.0011857801590922322 0.00091061113328193462 -4.5500541554280771e-05 -0.0011635136435393144 -0.0018079002740948628 -0.00088060237441326447 -0.00018063197561736882 0.0010024669728671198 -0.00110433128588061 -0.0007075513999070858 0.00080588933164086642 0.00066881594163183437 -4.8554692450052338e-05 -0.0014430061056915191 -0.0022169079431283781 6.5239074217326637e-05 -0.00012419199771985861 -0.00075497000315634941 0.00017857621773996132 -0.00062340438323106389
leaf_weight=653 52 50 48 69 87 53 66 47 70 50 46 50 60 46 63 76 65 87 49 76 695 268 84 726 84
leaf_count=653 52 50 48 69 87 53 66 47 70 50 46 50 60 46 63 76 65 87 49 76 695 268 84 726 84
internal_value=0 0.000107279 0.000632136 -2.65522e-05 -9.8669e-05 0.000222988 -6.96901e-05 -0.000182807 -8.58038e-05 -0.000962394 -0.000105393 0.000433191 -7.08489e-05 -0.000116705 0.000250969 4.78334e-05 1.81253e-05 0.000344814 -0.000887695 -9.33348e-05 -0.000196495 -0.000588916 -2.21537e-05 4.1046e-05 9.43972e-05
internal_weight=0 1308 267 1041 972 217 169 885 788 97 2412 116 2311 2025 286 226 718 163 101 1979 1123 344 779 856 810
internal_count=3720 1308 267 1041 972 217 169 885 788 97 2412 116 2311 2025 286 226 718 163 101 1979 1123 344 779 856 810
is_linear=0
shrinkage=0.0995203


Tree=5611
num_leaves=23
num_cat=0
split_feature=2 2 2 20 1 2 29 6 2 2 1 5 17 26 2 26 3 2 8 9 1 26
split_gain=0.00385025 0.00614566 0.00473275 0.0038465 0.00465814 0.0185074 0.00572061 0.00510271 0.00411211 0.00422535 0.0113652 0.00468016 0.00366492 0.00505939 0.00753868 0.006892 0.00551833 0.0110139 0.00517324 0.00310367 0.00240638 0.00235629
threshold=-0.086050000000000001 -0.086414999999999992 -0.085374999999999993 0.10634000000000003 0.054560000000000004 -0.081344999999999987 -0.046564999999999995 -0.050699999999999995 -0.084869999999999987 -0.083974999999999994 -0.080349999999999991 -0.0078499999999999976 -0.55754499999999996 0.087170000000000011 -0.093109999999999984 0.085570000000000021 0.087515000000000023 -0.095204999999999998 -0.085814999999999989 -0.073629999999999987 0.078505000000000019 0.09271500000000002
decision_type=2 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 -2 4 8 -6 19 -8 -4 10 -10 -11 -1 15 21 16 18 -18 -14 -7 -5 -15
right_child=2 -3 3 20 5 6 7 -9 9 11 -12 -13 13 14 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0007766596785008142 -0.00087257609392819336 0.0012213319364240641 0.0008219713908822375 7.1811141629431769e-05 -0.0022105719434476622 -3.4724081103939735e-05 -0.00055800989599657516 0.00020560717474372986 -0.001612218865025609 0.00012829432872689538 0.0004447687376643626 -0.00019819076140931339 -0.00026814299505489213 0.00038966608641387111 0.0011270644336228558 -0.0012313293616628173 6.9507866833884657e-05 -0.0012841912678068226 0.00071431181649174382 0.00093006437443445076 0.00090331927328663364 -0.000370187083931292
leaf_weight=70 74 50 56 83 48 70 313 118 57 1050 49 742 84 77 90 52 207 83 140 60 62 85
leaf_count=70 74 50 56 83 48 70 313 118 57 1050 49 742 84 77 90 52 207 83 140 60 62 85
internal_value=0 0.000146563 -8.64551e-05 -6.46709e-05 -9.31456e-05 -0.000333546 -0.000171486 -0.000347046 -1.78013e-05 -4.30099e-05 -0.000653625 -6.43408e-06 8.51251e-05 2.49466e-05 0.000396723 -0.000139133 -2.70457e-05 -0.000315107 0.000342237 0.000404266 0.000432998 -3.96905e-06
internal_weight=0 938 2782 2708 2563 609 561 431 1954 1898 106 1792 888 818 252 566 514 290 224 130 145 162
internal_count=3720 938 2782 2708 2563 609 561 431 1954 1898 106 1792 888 818 252 566 514 290 224 130 145 162
is_linear=0
shrinkage=0.0995203


Tree=5612
num_leaves=28
num_cat=0
split_feature=9 9 20 18 17 9 18 2 2 9 17 6 2 0 0 9 9 0 8 8 0 18 17 21 18 17 5
split_gain=0.00458361 0.0212173 0.038473 0.0196426 0.00526178 0.00642103 0.0126127 0.0135472 0.0121856 0.00763818 0.00592823 0.00424465 0.00928224 0.00388533 0.0199286 0.0069857 0.0069103 0.0052813 0.0037502 0.00409246 0.0050761 0.00360177 0.00564377 0.00503419 0.00300501 0.0027163 0.00274491
threshold=0.089935000000000029 0.088825000000000029 -0.079154999999999989 -0.011569999999999999 0.4039100000000001 0.092605000000000021 0.089365000000000014 -0.095204999999999998 -0.079739999999999991 0.093175000000000022 0.41580500000000009 0.11690000000000002 -0.073194999999999996 -0.082885 -0.082339999999999983 0.088135000000000033 0.087495000000000031 -0.083589999999999984 -0.098504999999999995 -0.094139999999999988 -0.084369999999999987 0.12665000000000004 0.063160000000000022 0.098250000000000018 0.089365000000000014 -0.091869999999999993 -0.091229999999999992
decision_type=2 2 2 2 2 2 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 -4 5 6 7 -2 -9 -7 -6 12 -12 17 -15 16 24 18 25 -20 -21 22 23 -11 -16 -1 -27
right_child=4 2 3 -5 10 9 -8 8 -10 21 11 -13 -14 14 15 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 -28
leaf_value=-0.0003213733277126152 0.00036062190369439388 0.0036138771492554155 0.0017745026435207125 -0.00079038646120179346 0.0013110200361792299 0.0010424543429575662 0.0004768964625636028 -0.0023744797144314173 -0.00042959057457541794 -0.0003568609782017483 0.0011469609102440627 -0.00066145991306719551 -0.00062746265748625074 0.002137604176697823 0.00017081787303186802 -0.0010892360348941179 0.001245197343745094 -0.0011104021589994342 -0.00087412375403012272 -0.00010973195814909802 0.00077748017055290729 -0.00075062914753919522 0.00074146383377596606 0.00023044831651162693 -0.00040051533863670982 0.00025819389079940482 0.0011122861080584104
leaf_weight=48 47 47 50 72 48 57 71 80 55 451 69 55 50 50 521 47 54 46 64 1022 68 88 75 211 110 133 54
leaf_count=48 47 47 50 72 48 57 71 80 55 451 69 55 50 50 521 47 54 46 64 1022 68 88 75 211 110 133 54
internal_value=0 0.000118279 0.00119331 0.000254088 -0.000110663 -0.000197784 -0.000640152 -0.00108042 -0.00158818 -6.99638e-05 0.000331069 5.60323e-05 0.000394526 3.59608e-05 0.000214663 8.21958e-05 0.000163767 -6.08519e-05 -2.55042e-05 -9.98452e-05 -5.36319e-05 -0.000147814 -7.47254e-05 -0.000168431 6.9922e-05 0.000336074 0.000509208
internal_weight=0 2386 169 122 1357 1135 253 182 135 882 222 174 119 2217 782 732 685 1435 1389 1154 1090 825 737 662 631 235 187
internal_count=3743 2386 169 122 1357 1135 253 182 135 882 222 174 119 2217 782 732 685 1435 1389 1154 1090 825 737 662 631 235 187
is_linear=0
shrinkage=0.0995203


Tree=5613
num_leaves=18
num_cat=0
split_feature=12 1 1 1 6 23 26 17 3 1 18 3 3 18 3 19 20
split_gain=0.00336553 0.00384866 0.0336908 0.00565312 0.007476 0.00484354 0.00508178 0.00439251 0.00529289 0.00417665 0.00415841 0.0158062 0.0073507 0.00979197 0.00942147 0.00468211 0.00234523
threshold=0.098385000000000028 0.066150000000000028 0.081675000000000011 0.05340000000000001 -0.072219999999999993 -0.022119999999999997 -0.088059999999999986 0.23832000000000006 0.096510000000000026 0.039665000000000013 -0.025079999999999998 0.083955000000000016 0.10426500000000002 -0.018864999999999996 0.10850000000000003 0.10364000000000002 -0.014955
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 -5 -4 16 8 -8 10 11 -1 13 -12 -14 -13 -7
right_child=-2 2 5 4 -6 6 7 -9 -10 -11 12 15 14 -15 -16 -17 -18
leaf_value=0.0015157084474176857 -0.00075499068158611272 0.0025515196104232722 0.00077391155207750661 -0.0014748230618862458 4.4974567133058845e-05 8.5558581853621609e-05 0.00033171147559985095 0.00055222779093815478 -0.00054964338720432323 0.00087494994044253773 -0.0015741870995596495 5.0355976800649689e-06 0.0013266452494396011 -0.00015083288235521192 3.3869321197073479e-05 0.00093871648364480327 0.0010790376703683506
leaf_weight=78 53 58 78 59 68 50 87 63 287 56 50 1101 72 1224 255 56 48
leaf_count=78 53 58 78 59 68 50 87 63 287 56 50 1101 72 1224 255 56 48
internal_value=0 4.31113e-05 0.00025872 -4.53858e-06 -0.000654628 4.04477e-05 -6.49572e-05 -0.000211582 -0.000342433 2.37265e-05 6.6295e-06 0.000144109 -9.89101e-05 -0.000207337 0.000321021 5.09343e-05 0.000580514
internal_weight=0 3690 671 3019 127 613 535 437 374 2892 2836 1235 1601 1274 327 1157 98
internal_count=3743 3690 671 3019 127 613 535 437 374 2892 2836 1235 1601 1274 327 1157 98
is_linear=0
shrinkage=0.0995203


Tree=5614
num_leaves=31
num_cat=0
split_feature=9 9 3 18 3 3 1 9 9 8 9 3 9 3 9 5 8 8 18 18 21 21 9 0 0 0 17 0 8 11
split_gain=0.00378755 0.0172568 0.0361511 0.0114641 0.00441808 0.0107021 0.00847367 0.00539088 0.0126316 0.00821821 0.00499582 0.00325501 0.0231221 0.00570021 0.00530442 0.00694406 0.0157959 0.00682023 0.00467931 0.010553 0.00437328 0.00972478 0.00530206 0.00524029 0.0050044 0.00418106 0.00307885 0.00319714 0.00280057 0.00217963
threshold=0.089935000000000029 0.088825000000000029 0.091865000000000016 -0.055464999999999993 0.089605000000000018 0.090595000000000023 -0.054974999999999996 0.092605000000000021 0.09202500000000001 -0.081324999999999995 0.093175000000000022 0.083955000000000016 0.083955000000000016 0.085965000000000028 0.085765000000000022 -0.0078499999999999976 -0.084674999999999986 -0.081534999999999982 -0.020389999999999998 -0.0032949999999999998 0.089665000000000022 0.086285000000000014 0.087515000000000023 -0.085684999999999997 -0.14680499999999999 -0.090789999999999996 0.51362000000000008 -0.067345000000000002 -0.045194999999999999 -0.065469999999999987
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 -2 8 9 -7 -9 12 18 14 15 16 -13 -17 -1 -20 21 23 24 -15 -22 -23 27 -12 -8 -21
right_child=4 2 -4 -5 5 7 28 10 -10 -11 26 13 -14 20 -16 17 -18 -19 19 29 22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064404802083644339 -0.0016564065462054381 0.0013664038198167275 0.0034197757377041524 -0.0006060279490056464 0.0012664951367306564 -0.0010196298876403217 0.00042597153328013525 0.00088702257236719618 -0.0019293492108376986 0.0004790014878756193 -0.00028599567144986114 -0.00034799206458354677 0.0022901349174896351 -0.00018651783570432535 0.00062203113237415428 -0.00050065535083744809 -0.0023060371593482602 0.0010705046161987759 -0.0015512115554128243 -0.00027208092918698127 -0.00066519144551740669 0.00047303870747392862 -0.0012149440831567542 0.0002775077973251056 0.00014793787255065088 0.0018233705799836151 0.00060221755613726205 0.00010982070420686456 -0.00062587281076139929 0.00045875660642403848
leaf_weight=75 51 48 47 74 59 60 52 58 51 91 477 173 50 418 47 67 54 46 49 75 104 49 46 566 266 46 63 347 48 86
leaf_count=75 51 48 47 74 59 60 52 58 51 91 477 173 50 418 47 67 54 46 49 75 104 49 46 566 266 46 63 347 48 86
internal_value=0 0.000104269 0.00107379 0.000163301 -0.000103845 -3.95784e-05 -0.00061171 -0.000107475 -0.000574186 -0.00011106 -6.84571e-06 2.99942e-05 0.000315964 -2.04741e-05 -0.000361225 -0.000499553 -0.000817389 0.000131688 -2.75094e-05 -0.00027125 6.7186e-05 0.000173288 -0.000206048 7.95593e-05 -7.84049e-05 0.0011355 -6.62178e-05 -0.000118317 -7.07276e-05 0.00011322
internal_weight=0 2386 169 122 1357 1206 151 1147 202 151 945 2217 335 1882 387 340 227 113 285 210 1495 1079 416 984 370 95 887 824 100 161
internal_count=3743 2386 169 122 1357 1206 151 1147 202 151 945 2217 335 1882 387 340 227 113 285 210 1495 1079 416 984 370 95 887 824 100 161
is_linear=0
shrinkage=0.0995203


Tree=5615
num_leaves=26
num_cat=0
split_feature=9 9 8 3 17 26 3 5 9 5 21 9 9 8 9 20 5 0 3 6 6 3 21 8 5
split_gain=0.00333885 0.0224832 0.0440834 0.00404952 0.0109156 0.0167886 0.00567314 0.0038483 0.0143726 0.013433 0.0119195 0.00739402 0.0069627 0.0070338 0.00493799 0.0028502 0.00447117 0.00762662 0.016749 0.00485432 0.0232217 0.00729514 0.00412433 0.0076799 0.00539235
threshold=0.08951000000000002 0.088825000000000029 -0.083574999999999997 0.089655000000000026 -0.07107999999999999 0.089150000000000021 0.090595000000000023 -0.039649999999999998 0.092605000000000021 -0.017704999999999995 0.08957500000000003 0.09143500000000003 0.094435000000000033 -0.070649999999999991 0.092855000000000021 -0.086134999999999989 -0.54623499999999992 -0.225295 0.090595000000000023 0.084050000000000027 0.066135000000000013 0.083595000000000017 0.086155000000000023 -0.0061900000000000002 -0.01504
decision_type=2 2 2 2 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 -3 4 -2 -6 -5 8 10 -9 -8 -11 -10 -14 -13 22 -17 18 -18 20 -19 -21 24 -24 -1
right_child=3 2 -4 6 5 -7 7 9 12 11 -12 14 13 -15 -16 16 17 19 -20 21 -22 -23 23 -25 -26
leaf_value=0.00069769324854121028 0.00066959659376931633 -0.00042417212093561873 0.0033976616486982528 0.00093763918982019514 -8.1030499713123123e-05 -0.0024604022478571762 -0.0025190085957917246 0.0016161021455132856 0.00079974498605602288 -0.001150883729477673 -0.00024378635502495248 0.00080410791074915413 -0.00092947378219126564 5.4223420182735962e-05 -5.9272846550802607e-05 0.0010298060190765011 0.00062700006285925259 0.00012711495036447589 -0.0017502478806961457 0.00091549948472120931 0.002366188704705785 -0.00022636210763561933 0 -0.0015598473127441488 -0.00049461015734385098
leaf_weight=73 51 61 58 57 73 50 47 52 80 55 46 76 101 246 473 47 51 1075 68 61 48 588 73 56 77
leaf_count=73 51 61 58 57 73 50 47 52 80 55 46 76 101 246 473 47 51 1075 68 61 48 588 73 56 77
internal_value=0 9.89167e-05 0.00143169 -9.50189e-05 -0.000544747 -0.00105491 -3.08897e-05 -7.85298e-05 -0.000281088 8.0787e-05 -0.00140243 -5.00372e-05 -3.49439e-05 -0.000229739 5.87569e-05 2.70092e-05 7.01592e-05 4.58747e-05 -0.000724548 9.8075e-05 0.000223548 -0.000117776 -0.000269787 -0.00068308 8.01867e-05
internal_weight=0 2336 119 1407 174 123 1233 1176 520 656 93 604 427 347 549 2217 1938 1891 119 1772 1123 649 279 129 150
internal_count=3743 2336 119 1407 174 123 1233 1176 520 656 93 604 427 347 549 2217 1938 1891 119 1772 1123 649 279 129 150
is_linear=0
shrinkage=0.0995203


Tree=5616
num_leaves=16
num_cat=0
split_feature=9 5 17 10 2 17 6 1 17 2 9 17 0 2 2
split_gain=0.0149394 0.0423417 0.00721408 0.00615127 0.00387953 0.00355712 0.00700671 0.00624571 0.00551739 0.0183419 0.00486493 0.00454706 0.00419903 0.00148891 0.00136136
threshold=0.11222500000000002 -0.40421499999999994 -0.07107999999999999 0.090150000000000022 -0.057419999999999999 0.41106500000000007 0.11690000000000002 -0.07002499999999999 0.26430000000000003 -0.070354999999999987 0.10407500000000001 0.22924500000000006 -0.15468499999999999 -0.070724999999999996 -0.080484999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -4 8 7 -7 10 -10 11 12 -1 14 -9
right_child=1 2 4 -5 -6 6 -8 13 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.00044292086164222742 0.0033594086817667836 0.00098769116822857643 -0.00081309528431641894 -0.0010121553675228611 0.0002207514350560212 0.0016042406515019217 -0.00063245480943381204 9.9724699572280553e-05 -0.0015308951804825605 0.00085457096813444265 -0.00078439157928967358 0.00090162991183599683 -8.8077197990053356e-07 -0.00017867045288768159 0.00083424521037182028
leaf_weight=232 49 63 71 66 71 47 59 51 90 49 85 52 2623 46 55
leaf_count=232 49 63 71 66 71 47 59 51 90 49 85 52 2623 46 55
internal_value=0 0.0007307 9.83812e-05 -6.0072e-05 -0.000290407 -4.12888e-05 0.000313315 0.000597832 -7.07703e-05 -0.000684086 -4.20037e-05 -2.00148e-05 -3.70881e-05 0.000281254 0.000488567
internal_weight=0 254 205 3455 142 3389 258 199 3131 139 2992 2907 2855 152 106
internal_count=3709 254 205 3455 142 3389 258 199 3131 139 2992 2907 2855 152 106
is_linear=0
shrinkage=0.0995203


Tree=5617
num_leaves=15
num_cat=0
split_feature=3 8 10 10 3 9 5 3 5 8 9 1 3 5
split_gain=0.0210454 0.0308948 0.00376446 0.0117292 0.00338408 0.00727842 0.0096183 0.00550033 0.0113421 0.0162781 0.00544259 0.0036336 0.00303554 0.00255312
threshold=0.17152000000000003 -0.081174999999999983 0.091870000000000021 0.087790000000000021 0.090995000000000006 0.092225000000000015 -0.09583499999999999 0.092900000000000024 -0.082635 -0.080924999999999983 0.091070000000000026 0.51136500000000018 0.093835000000000016 -0.0089549999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 10 -7 8 -6 -10 13 12 -9 -1
right_child=1 -3 -4 -5 7 6 -8 11 9 -11 -12 -13 -14 -15
leaf_value=-0.00021948162069666247 -0.00023057677200561904 0.003312578068249561 0.00071132911766835837 -0.0016201538892899102 -0.0007162720769960043 8.4028041250330587e-05 -0.0018308885177353716 -0.00052092653601365881 -0.00014701366031312068 0.0017318901875961619 0.00098024302976399487 -0.00071609286937280724 6.0138153012384859e-05 4.0626612040983494e-05
leaf_weight=944 51 46 64 47 57 47 56 95 82 101 46 69 1393 611
leaf_count=944 51 46 64 47 57 47 56 95 82 101 46 69 1393 611
internal_value=0 0.00144124 -4.41769e-05 -5.80357e-05 -3.68309e-05 -0.000137453 -0.000949144 5.81282e-05 0.000501671 0.000885504 -8.47216e-05 -9.71486e-06 2.24904e-05 -0.000116752
internal_weight=0 97 3612 3548 3501 1704 103 1797 240 183 1601 1557 1488 1555
internal_count=3709 97 3612 3548 3501 1704 103 1797 240 183 1601 1557 1488 1555
is_linear=0
shrinkage=0.0995203


Tree=5618
num_leaves=8
num_cat=0
split_feature=4 5 3 10 10 25 4
split_gain=0.0372723 0.00350617 0.00306691 0.00483364 0.00369445 0.003717 0.00389236
threshold=0.15615500000000004 0.6362850000000001 -0.15154999999999999 0.091445000000000026 0.086935000000000026 0.096120000000000025 0.13707500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.00072847475019826582 0.002810389188438114 -0.0008684040933565969 -1.2660038052647673e-05 0.00093572419426915976 -0.00091698383518027836 0.00085981745371832617 -0.00065917851609119025
leaf_weight=61 46 50 3312 52 46 47 95
leaf_count=61 46 50 3312 52 46 47 95
internal_value=0 -4.01744e-05 -2.8486e-05 -1.62343e-05 -3.06116e-05 -1.85699e-05 -3.09277e-05
internal_weight=0 3663 3613 3552 3500 3454 3407
internal_count=3709 3663 3613 3552 3500 3454 3407
is_linear=0
shrinkage=0.0995203


Tree=5619
num_leaves=14
num_cat=0
split_feature=3 11 5 3 3 3 3 5 9 1 1 5 5
split_gain=0.0151709 0.0249142 0.00285351 0.00323321 0.00358361 0.00629083 0.00366157 0.00921826 0.0134277 0.00381015 0.00403603 0.00308584 0.0052412
threshold=0.17152000000000003 -0.39817999999999998 0.63223000000000018 0.15108000000000005 0.090995000000000006 0.090435000000000029 0.092900000000000024 -0.082635 0.09055500000000001 -0.50763499999999995 -0.36347499999999994 0.27139000000000008 0.066815000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 11 7 -6 -9 -8 -11 12 -1
right_child=1 -3 -4 -5 6 -7 9 8 -10 10 -12 -13 -14
leaf_value=-3.7743929622206749e-05 -0.00037266041545803996 0.0028044032780116484 -0.00066249996626283731 -0.00076831319326141172 -0.00063999542975976117 -0.00094413284877638824 -0.00072677884666466131 -0.00010866604257168872 0.0015829342518752197 0.00072478694707361045 2.0771879498843364e-05 0.00066823825308915915 -0.00066614151385988626
leaf_weight=1454 48 49 71 57 58 86 63 86 99 86 1353 54 145
leaf_count=1454 48 49 71 57 58 86 63 86 99 86 1353 54 145
internal_value=0 0.00122381 -3.73681e-05 -2.46025e-05 -1.22e-05 -0.000113513 8.82956e-05 0.000446947 0.000792144 2.97263e-05 6.34154e-05 -6.98036e-05 -9.52401e-05
internal_weight=0 97 3612 3541 3484 1739 1745 243 185 1502 1439 1653 1599
internal_count=3709 97 3612 3541 3484 1739 1745 243 185 1502 1439 1653 1599
is_linear=0
shrinkage=0.0995203


Tree=5620
num_leaves=12
num_cat=0
split_feature=22 28 29 3 2 10 17 9 5 5 3
split_gain=0.028722 0.0146251 0.00845517 0.00497554 0.007322 0.00568436 0.00453101 0.00756235 0.00577704 0.00406998 0.0036449
threshold=0.13264000000000004 0.083225000000000021 -0.117605 0.085845000000000019 0.091030000000000014 0.090150000000000022 -0.14169499999999999 0.083835000000000021 -0.0071849999999999995 0.63455500000000009 0.086130000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 9 7 -4 -8 10 -5
right_child=-2 -3 3 5 -6 -7 8 -9 -10 -11 -12
leaf_value=-0.0012919953221203482 0.0024820124411140784 -0.0014290756520767077 5.1709280135218681e-05 0.00096745221465772231 -0.0012489747350748078 -0.00098243213306828522 -0.00013143605431045305 -0.0015018007683489309 0.00062863581257065584 0.0010515433826822575 9.9020211812690648e-05
leaf_weight=47 47 69 69 49 58 46 461 55 126 47 2668
leaf_count=47 47 69 69 49 58 46 461 55 126 47 2668
internal_value=0 5.95366e-06 3.34869e-05 5.11221e-05 -0.000172764 0.000112683 -8.38206e-05 -0.000630746 3.03194e-05 0.000131205 0.000114983
internal_weight=0 3695 3626 3579 769 2810 711 124 587 2764 2717
internal_count=3742 3695 3626 3579 769 2810 711 124 587 2764 2717
is_linear=0
shrinkage=0.0995203


Tree=5621
num_leaves=14
num_cat=0
split_feature=10 28 3 1 1 6 9 9 18 27 3 18 3
split_gain=0.0273615 0.0156794 0.00891093 0.00538436 0.00689074 0.00735997 0.00484703 0.00745971 0.0063457 0.00438647 0.00373604 0.00836573 0.00689343
threshold=0.096215000000000023 0.083225000000000021 0.31589000000000006 -0.090939999999999993 -0.098224999999999993 0.086520000000000027 0.083760000000000015 0.08758500000000001 -0.097059999999999994 -0.086859999999999993 0.084380000000000024 -0.016464999999999997 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 8 -8 -1 -5 11 -11 -12
right_child=-2 -3 -4 9 5 -7 7 -9 -10 10 12 -13 -14
leaf_value=-0.0010183713304630648 0.0023460218081071123 -0.0015419072708636023 -0.0012761652123994128 -0.00078938420819240111 -0.001634358471380698 -7.2311319461809416e-05 0.0013285620171928352 -1.3348221149993793e-05 -3.3260914690061449e-06 -0.00135161298550576 0.0012099614057415392 2.3400543064396854e-05 0.00013707011710375081
leaf_weight=91 50 64 51 53 63 59 52 189 190 52 61 272 2495
leaf_count=91 50 64 51 53 63 59 52 189 190 52 61 272 2495
internal_value=0 2.00177e-06 2.94629e-05 4.83071e-05 -0.000211845 -0.000885653 -5.27968e-05 0.000272796 -0.000334955 0.000105708 0.000122464 -0.000194754 0.000162995
internal_weight=0 3692 3628 3577 644 122 522 241 281 2933 2880 324 2556
internal_count=3742 3692 3628 3577 644 122 522 241 281 2933 2880 324 2556
is_linear=0
shrinkage=0.0995203


Tree=5622
num_leaves=14
num_cat=0
split_feature=22 28 27 1 1 6 0 9 18 5 21 9 21
split_gain=0.0232242 0.00961203 0.00669227 0.00386893 0.00584696 0.0059548 0.0055831 0.00459766 0.00646898 0.0063668 0.00337954 0.00418606 0.00239552
threshold=0.13264000000000004 0.083225000000000021 0.11129500000000002 -0.090939999999999993 -0.098224999999999993 0.086520000000000027 0.0047200000000000011 0.083760000000000015 -0.10082999999999999 0.26760500000000004 -0.084999999999999992 -0.095314999999999997 -0.087739999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 10 9 -9 -1 12 -12 -5
right_child=-2 -3 -4 6 5 -7 -8 8 -10 -11 11 -13 -14
leaf_value=-2.9012436621432114e-05 0.0022284171930768795 -0.0011614410401313573 -0.0010356127775783992 -7.0934910789421308e-05 -0.001471706767995338 -6.5114914900818002e-05 -0.00098309725378488422 0.0010584711775785452 -4.7484100335885808e-05 -0.0011164802385607657 0.00072994812207696823 0.00011189132370038654 -0.00086041564198830963
leaf_weight=212 47 69 58 145 63 59 47 74 175 72 114 2554 53
leaf_count=212 47 69 58 145 63 59 47 74 175 72 114 2554 53
internal_value=0 1.91009e-06 2.42735e-05 4.17321e-05 -0.00017639 -0.00079818 9.10587e-05 -3.25304e-05 0.000277906 -0.000307591 0.00010896 0.000138607 -0.000286395
internal_weight=0 3695 3626 3568 655 122 2913 533 249 284 2866 2668 198
internal_count=3742 3695 3626 3568 655 122 2913 533 249 284 2866 2668 198
is_linear=0
shrinkage=0.0995203


Tree=5623
num_leaves=17
num_cat=0
split_feature=10 3 18 3 8 38 5 9 7 4 4 18 0 0 9 0
split_gain=0.0223024 0.00746732 0.0279893 0.00699888 0.00586959 0.00733535 0.0131709 0.00489907 0.00381782 0.00379824 0.00987448 0.00455452 0.00379707 0.00783297 0.0041011 0.00375526
threshold=0.096215000000000023 0.08400500000000001 -0.095799999999999982 0.31589000000000006 -0.08569499999999998 -0.072014999999999996 -0.014739999999999998 0.083715000000000026 -0.075879999999999989 0.079225000000000018 0.08544000000000003 -0.091109999999999983 -0.100285 -0.097424999999999998 -0.02614 -0.088084999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 7 -6 -7 15 -3 12 -11 -12 14 -14 -10 -4
right_child=-2 3 4 -5 5 6 -8 -9 9 10 11 -13 13 -15 -16 -17
leaf_value=-0.0024688646264699539 0.0021147174573161042 0.00093179701700313615 0.0005153777212094598 -0.0010844023175129451 0.00039366360257222274 -0.0017819793046524896 0.00034717682478396247 0.0010352301893698976 -0.00032267421367090829 -0.0012977862937312264 -0.00058155170509739532 9.7329948380217826e-05 -0.0011829673776035839 0.00010123571362532198 0.00072007748846943695 -0.0006207094685798147
leaf_weight=56 50 50 57 53 62 72 47 63 46 67 120 528 48 2186 179 58
leaf_count=56 50 50 57 53 62 72 47 63 46 67 120 528 48 2186 179 58
internal_value=0 -1.10581e-06 -0.000399042 4.90391e-05 -7.38922e-05 -0.000474811 -0.000934173 0.000329185 6.79259e-05 5.40594e-05 -0.00014734 -2.71256e-05 0.000112953 7.32767e-05 0.000503254 -5.04869e-05
internal_weight=0 3692 415 3277 359 181 119 178 3224 3174 715 648 2459 2234 225 115
internal_count=3742 3692 415 3277 359 181 119 178 3224 3174 715 648 2459 2234 225 115
is_linear=0
shrinkage=0.0995203


Tree=5624
num_leaves=16
num_cat=0
split_feature=6 28 8 5 8 3 9 5 3 2 6 3 4 5 8
split_gain=0.0161718 0.00420888 0.00255379 0.00556844 0.00393559 0.0145909 0.0100315 0.00461254 0.010777 0.0036054 0.00342553 0.0062317 0.00917958 0.00572147 0.00551153
threshold=0.23663500000000004 0.094675000000000023 -0.081174999999999983 -0.54165499999999989 -0.077074999999999991 0.094045000000000031 0.08951000000000002 -0.46244499999999994 0.10892000000000003 0.11995000000000003 -0.50196499999999988 0.13345500000000002 0.11785500000000003 -0.38486499999999996 -0.081864999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 5 6 -5 8 -6 -9 -1 12 14 -13 -12
right_child=-2 -3 3 4 7 -7 -8 9 -10 -11 11 13 -14 -15 -16
leaf_value=0.00094051341380836716 0.0018367374186426455 0.00093246832444340757 0.00088528904310333984 -0.00035675657894368386 0.00036057499901303149 -0.0014697605489107841 0.001254335537531576 -3.021964818982527e-06 -0.0014468092794258159 0.00085667220936553657 5.3375486633906257e-05 -0.0013708898439838461 0.001512542175046608 -1.6289180550680827e-05 0.00093014150716149498
leaf_weight=48 50 51 60 153 61 91 51 1384 69 50 1413 53 47 77 75
leaf_count=48 50 51 60 153 61 91 51 1384 69 50 1413 53 47 77 75
internal_value=0 3.42843e-05 2.14467e-05 -5.71175e-05 -8.79744e-05 -0.000421562 4.20038e-05 -2.453e-05 -0.000592432 2.63826e-05 0.000109937 8.55005e-05 0.000141959 -0.000574847 9.81175e-05
internal_weight=0 3683 3632 1919 1859 295 204 1564 130 1434 1713 1665 1535 130 1488
internal_count=3733 3683 3632 1919 1859 295 204 1564 130 1434 1713 1665 1535 130 1488
is_linear=0
shrinkage=0.0995203


Tree=5625
num_leaves=26
num_cat=0
split_feature=21 1 20 17 20 8 8 0 1 0 26 0 8 26 6 0 5 5 18 17 18 26 17 1 18
split_gain=0.0143576 0.0191776 0.00331645 0.00394321 0.00442737 0.014358 0.00487263 0.00432795 0.00522197 0.00334996 0.00972592 0.00574419 0.0142933 0.00684548 0.00463545 0.00425907 0.00403335 0.00666158 0.00634306 0.00375395 0.0108125 0.00542651 0.00400351 0.00721213 0.00641067
threshold=-0.092419999999999988 -0.007069999999999999 -0.086134999999999989 -0.46515999999999996 -0.09638999999999999 -0.0092799999999999983 1.0000000180025095e-35 -0.13752999999999999 -0.0098449999999999996 -0.079564999999999983 0.11215000000000001 -0.077174999999999994 -0.078504999999999991 0.093690000000000023 -0.101065 -0.076154999999999987 0.2686150000000001 0.40249000000000007 -0.092414999999999983 -0.05543 0.089365000000000014 0.084355000000000027 -0.012064999999999999 -0.083684999999999996 -0.026374999999999999
decision_type=2 2 2 2 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 7 -5 -9 10 19 12 -11 -14 -12 -13 18 -18 -17 20 21 -4 24 -24 -21
right_child=2 -3 9 4 5 -7 -8 8 -10 11 14 15 13 -15 -16 16 17 -19 -20 22 -22 -23 23 -25 -26
leaf_value=0.0026933158853919732 0.00056361431603144932 -5.3317424112286615e-05 -0.00026947590936030687 0.00030173702022929692 0.00023389568122367274 -0.0021995521655138401 0.00056833198969935322 -0.00020185498404598202 -0.0016093535273319652 0.00047978544571262961 0.00031773245861253075 0.00090707352945754421 -0.00046067021451052338 -0.0021399130856250503 0.0015856525644180719 -0.0011239666344059402 0.0011721252964539111 3.0022653042600473e-05 -7.0545264202557791e-05 0.00027828145122710967 0.0013674849707430092 0.00037887693233527923 0.00069854820211890777 -5.0844744897800536e-05 -0.00095454799977516438
leaf_weight=47 49 53 213 51 48 47 66 64 46 69 55 50 46 54 64 62 64 249 684 68 79 317 147 936 105
leaf_count=47 49 53 213 51 48 47 66 64 46 69 55 50 46 54 64 62 64 249 684 68 79 317 147 936 105
internal_value=0 0.00122941 2.02647e-05 -0.000261316 -0.000389391 -0.000961404 -0.000146396 -0.000444475 -0.000797888 5.25409e-05 0.00013363 -7.27042e-05 -0.00061326 -0.00137565 0.00100652 8.93281e-06 -3.26993e-05 0.000266167 -0.000159192 7.74952e-05 0.000280356 0.000116768 -2.02149e-05 5.01176e-05 -0.000465236
internal_weight=0 100 3633 371 322 95 227 161 110 3262 1984 1278 169 100 119 1109 1059 313 746 1865 609 530 1256 1083 173
internal_count=3733 100 3633 371 322 95 227 161 110 3262 1984 1278 169 100 119 1109 1059 313 746 1865 609 530 1256 1083 173
is_linear=0
shrinkage=0.0995203


Tree=5626
num_leaves=8
num_cat=0
split_feature=20 21 28 26 6 0 6
split_gain=0.0132553 0.00467279 0.00362593 0.0043601 0.00681062 0.00291479 0.00214421
threshold=-0.24910499999999999 0.16638500000000003 0.094675000000000023 -0.23202999999999999 -0.53620499999999993 -0.25289499999999993 0.10165000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=0.0013757257438039177 -0.00066061865164320735 -0.00092440516648167079 0.00089419751854826976 0.0011941262601921582 0.00077813481585378773 3.8709784859282693e-05 -0.00022682612039085764
leaf_weight=73 90 51 48 50 50 3037 334
leaf_count=73 90 51 48 50 50 3037 334
internal_value=0 2.09661e-05 3.45523e-05 2.27349e-05 4.06896e-05 2.35921e-05 1.21575e-05
internal_weight=0 3660 3609 3561 3471 3421 3371
internal_count=3733 3660 3609 3561 3471 3421 3371
is_linear=0
shrinkage=0.0995203


Tree=5627
num_leaves=9
num_cat=0
split_feature=6 28 27 0 9 10 9 1
split_gain=0.0113456 0.00265665 0.00279132 0.00240835 0.00334639 0.00307283 0.00333593 0.00389586
threshold=0.23663500000000004 0.094675000000000023 -0.038765000000000001 0.12433000000000002 0.095415000000000014 0.090860000000000024 -0.20504500000000001 0.50644500000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 -8
right_child=-2 -3 3 4 -6 -7 7 -9
leaf_value=-0.00058407167813651908 0.0015322614728898595 0.00073607718363975967 0.00061726702173207362 4.571947838499755e-05 0.0011305257632064571 -0.00066784403765981918 2.8533546098195509e-05 -0.00052328600974202888
leaf_weight=76 50 51 91 77 46 65 3145 132
leaf_count=76 50 51 91 77 46 65 3145 132
internal_value=0 2.25141e-05 1.22689e-05 2.52444e-05 0.000458075 9.49812e-06 2.28134e-05 6.05603e-06
internal_weight=0 3683 3632 3556 123 3433 3368 3277
internal_count=3733 3683 3632 3556 123 3433 3368 3277
is_linear=0
shrinkage=0.0995203


Tree=5628
num_leaves=22
num_cat=0
split_feature=3 3 18 18 18 17 2 17 17 1 3 17 3 0 9 9 9 6 35 4 4
split_gain=0.00766665 0.0162546 0.0132999 0.0339384 0.00840263 0.00595622 0.0153561 0.00485062 0.00534585 0.0143902 0.0135734 0.00510151 0.00663475 0.00474486 0.00407431 0.0115782 0.00898813 0.00484817 0.00304772 0.00415376 0.00286764
threshold=0.083955000000000016 0.084235000000000018 -0.020389999999999998 -0.097059999999999994 -0.0086449999999999982 0.51734000000000024 -0.079555000000000001 -0.42946499999999999 -0.14813999999999997 -0.095674999999999996 0.10871500000000002 -0.0096999999999999986 0.084795000000000023 -0.083995 0.087495000000000031 0.089745000000000033 0.08401500000000002 -0.067359999999999989 -0.076159999999999992 0.12631500000000004 0.076855000000000021
decision_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 -1 -4 7 -7 14 9 -9 -11 12 -10 -13 16 -16 -3 -17 -6 20 -20
right_child=1 5 4 -5 18 6 -8 8 11 10 -12 13 -14 -15 15 17 -18 -19 19 -21 -22
leaf_value=-0.0003445252755064249 -0.0018489919100360499 0.00034233055893867471 -0.0010947102217989738 0.0033377143505213961 -0.00026126837198747521 0.0020095132993286908 -0.00035130469150665156 -0.0019993257869552841 0.0012033929486612322 0.00075208771476611036 -0.00097840923479061074 -5.9256165688802301e-05 1.2203645893392305e-05 -0.00041409285622788359 0.001781353063275233 -0.0004017919121651471 -0.0013569668597260586 0.0004532950127392749 0.0006673960438836246 0.0012254377815192484 -0.00026689714100404214
leaf_weight=53 52 85 54 46 74 47 64 56 49 84 96 834 874 685 50 104 48 176 62 54 67
leaf_count=53 52 85 54 46 74 47 64 56 49 84 96 834 874 685 50 104 48 176 62 54 67
internal_value=0 -0.000102698 0.000353317 0.00135815 3.08188e-05 -7.45227e-05 0.000640946 -0.000100067 -0.000151664 -0.000604721 -0.000166296 -0.000107544 7.63282e-05 -0.00021981 0.000196598 0.000385034 -0.000264795 0.000132768 0.000270497 0.000490001 0.000175797
internal_weight=0 3304 410 99 311 3252 111 3141 2678 236 180 2442 923 1519 463 330 133 280 257 183 129
internal_count=3714 3304 410 99 311 3252 111 3141 2678 236 180 2442 923 1519 463 330 133 280 257 183 129
is_linear=0
shrinkage=0.0995203


Tree=5629
num_leaves=18
num_cat=0
split_feature=19 3 18 3 17 1 6 17 4 5 17 30 20 18 3 26 20
split_gain=0.0204835 0.00716037 0.012765 0.0126671 0.00683396 0.00596999 0.00735611 0.00688242 0.00506189 0.00461149 0.0116904 0.0045527 0.00415084 0.00400831 0.0171045 0.00570722 0.00614196
threshold=0.14071500000000006 0.083955000000000016 -0.095364999999999991 0.084235000000000018 0.11012500000000003 -0.090104999999999991 0.082725000000000021 -0.095109999999999986 0.12631500000000004 0.11083500000000003 -0.16207999999999997 0.11290000000000001 -0.24910499999999999 0.027500000000000007 0.10871500000000002 0.097125000000000031 -0.083495
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 7 8 -4 -7 10 -5 12 -12 15 -15 16 -11
right_child=-2 3 4 9 -6 6 -8 -9 -10 13 11 -13 -14 14 -16 -17 -18
leaf_value=0.0016729680561682807 0.0020168409726831582 -0.0016649799889129357 0.00041896918654892783 -0.0013219015609643235 -0.0010395728108290373 -0.00025530136125767816 0.0016284965683856733 -0.0012679897413923774 0.0008661377333789781 -0.00044070866089263624 -0.00098960208677979821 -0.001071028660843252 -8.0297218977966816e-05 0.00079835938502849748 -0.0014726442997750947 -0.00059920831568813216 0.00053664911477827558
leaf_weight=59 47 52 49 83 46 91 49 46 70 75 51 49 2354 64 67 67 395
leaf_count=59 47 52 49 83 46 91 49 46 70 75 51 49 2354 64 67 67 395
internal_value=0 -7.36452e-05 0.000317757 -0.000123167 8.76255e-05 0.000260313 0.000558065 -0.000389257 0.000227196 -9.78965e-05 -0.0001593 -0.000119644 -9.99202e-05 0.000134082 -0.000356897 0.00025538 0.000378946
internal_weight=0 3667 410 3257 351 305 210 95 161 3205 2537 2454 2405 668 131 537 470
internal_count=3714 3667 410 3257 351 305 210 95 161 3205 2537 2454 2405 668 131 537 470
is_linear=0
shrinkage=0.0995203


Tree=5630
num_leaves=18
num_cat=0
split_feature=19 3 9 2 3 26 9 2 5 5 0 5 3 11 0 17 0
split_gain=0.0166116 0.00581085 0.0125673 0.0244098 0.010268 0.00836877 0.00564394 0.0056802 0.0052232 0.0113191 0.0257731 0.00617887 0.00488411 0.00605488 0.004358 0.0134792 0.00551074
threshold=0.14071500000000006 0.083955000000000016 0.084055000000000032 -0.088114999999999985 0.084235000000000018 0.085855000000000029 0.12372500000000002 -0.049174999999999996 0.11083500000000003 0.054660000000000007 -0.080434999999999993 0.024640000000000006 0.080495000000000025 -0.079369999999999996 -0.078479999999999994 -0.53299999999999992 -0.067839999999999998
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 12 8 -8 9 11 -11 -6 13 -1 15 -10 -16
right_child=-2 4 3 -5 6 -7 7 -9 14 10 -12 -13 -14 -15 16 -17 -18
leaf_value=0.00058845447966557178 0.0018161245661836639 -0.0014992808333631293 -4.7964808591602078e-05 0.0029453282582878972 -0.00010259342931912739 -0.00095761180942039673 -9.4318387459820047e-05 -0.0016064803590748514 0.0020777182944952152 -0.0028698154564212488 -0.0001089447279922838 0.00083951510714373007 0.00090576168468348628 -0.00068050369839044319 -0.00062117359805886853 4.6374774118447343e-05 0.00021197269561825782
leaf_weight=71 47 52 64 46 2235 75 53 48 46 48 113 71 76 78 99 112 380
leaf_count=71 47 52 64 46 2235 75 53 48 46 48 113 71 76 78 99 112 380
internal_value=0 -6.64049e-05 0.000286134 0.00119633 -0.000111035 -4.4878e-05 -8.82555e-05 -0.000821075 -6.41468e-05 -0.000129944 -0.000937147 -7.32316e-05 0.000255728 -7.03382e-05 0.00018939 0.00064296 3.80685e-05
internal_weight=0 3667 410 110 3257 300 3205 101 3104 2467 161 2306 225 149 637 158 479
internal_count=3714 3667 410 110 3257 300 3205 101 3104 2467 161 2306 225 149 637 158 479
is_linear=0
shrinkage=0.0995203


Tree=5631
num_leaves=18
num_cat=0
split_feature=19 3 3 3 11 9 18 3 6 2 18 20 21 18 17 2 2
split_gain=0.0134711 0.00470889 0.0108134 0.00832397 0.00543366 0.00458638 0.00465579 0.00566629 0.0175392 0.0045937 0.00452489 0.00393563 0.00347597 0.0033583 0.00268769 0.00290006 0.000934824
threshold=0.14071500000000006 0.083955000000000016 0.08345000000000001 0.084235000000000018 -0.090715000000000004 0.12372500000000002 -0.10082999999999999 0.08622500000000001 0.088315000000000018 -0.049174999999999996 -0.110495 -0.24350999999999998 0.11932500000000003 -0.018629999999999997 -0.008069999999999999 -0.015714999999999996 -0.086849999999999997
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 -1 6 10 8 -8 -7 12 -9 -5 -6 16 -16 -15
right_child=-2 3 -4 5 13 9 7 11 -10 -11 -12 -13 -14 14 15 -17 -18
leaf_value=0.0010419722449941189 0.0016353836241089989 -0.0013500722101362221 0.001435247656034063 -2.6116041717715771e-05 -0.00068176026412647395 -8.4931766287451709e-05 -0.00015477311942653049 -0.00086799462269531369 -0.0020471255604954035 -0.001446603069493464 0.0011734086603667057 -2.993486714637391e-05 0.0007127937809518354 0.00013913381476365408 -0.00059961383256820463 0.00037113736767331758 0.00079292257895724363
leaf_weight=46 47 52 65 289 78 53 280 57 59 48 47 2292 80 46 78 49 48
leaf_count=46 47 52 65 289 78 53 280 57 59 48 47 2292 80 46 78 49 48
internal_value=0 -5.98407e-05 0.000257459 -0.000100035 3.31837e-05 -7.94977e-05 -5.77366e-05 -0.0001059 -0.000486536 -0.000740168 0.000251505 -5.06194e-05 0.000131863 -0.000119277 7.55427e-05 -0.000218626 0.000481692
internal_weight=0 3667 410 3257 345 3205 3104 2688 339 101 416 2349 369 299 221 127 94
internal_count=3714 3667 410 3257 345 3205 3104 2688 339 101 416 2349 369 299 221 127 94
is_linear=0
shrinkage=0.0995203


Tree=5632
num_leaves=20
num_cat=0
split_feature=29 18 8 21 9 8 8 18 2 17 3 5 3 18 17 3 20 17 17
split_gain=0.0127213 0.00551158 0.0302248 0.0318222 0.0441112 0.0148909 0.00772467 0.00619736 0.0170306 0.0188703 0.00438417 0.0126573 0.00969147 0.00412652 0.00437331 0.00711476 0.00877954 0.00615124 0.00519311
threshold=-0.14715999999999999 -0.022504999999999997 -0.085764999999999994 0.086835000000000009 0.082335000000000019 -0.084855 -0.083804999999999991 -0.010029999999999999 -0.082954999999999987 -0.013125 0.11308000000000003 0.51775000000000015 0.10920500000000002 -0.0079049999999999988 -0.15122999999999998 0.10850000000000003 -0.0058900000000000003 -0.093784999999999993 -0.07107999999999999
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 -2 -4 -7 8 9 -3 12 -12 -8 -9 15 16 -15 -16 -19
right_child=1 7 5 -5 -6 6 10 13 -10 -11 11 -13 -14 14 17 -17 -18 18 -20
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leaf_weight=46 56 90 46 78 80 50 860 63 75 79 152 52 55 46 81 67 76 154 1562
leaf_count=46 56 90 46 78 80 50 860 63 75 79 152 52 55 46 81 67 76 154 1562
internal_value=0 -0.000115446 -0.000268899 -0.00135971 -0.00227935 -7.60994e-05 -0.000145856 -1.94573e-05 0.000454182 0.00101019 -9.09944e-05 -0.000508199 1.12693e-06 -7.6259e-05 -5.06668e-05 0.000403859 0.00085855 -9.89273e-05 -5.84147e-05
internal_weight=0 3722 1429 214 136 1215 1169 2293 244 169 1119 204 915 2049 1986 189 122 1797 1716
internal_count=3768 3722 1429 214 136 1215 1169 2293 244 169 1119 204 915 2049 1986 189 122 1797 1716
is_linear=0
shrinkage=0.0995203


Tree=5633
num_leaves=18
num_cat=0
split_feature=29 18 8 2 20 0 6 20 8 2 2 17 17 36 2 8 8
split_gain=0.0103173 0.00469625 0.0150173 0.0345575 0.00467226 0.010003 0.00786067 0.00736596 0.00593776 0.00499899 0.00484676 0.00465142 0.00882727 0.00352009 0.00384912 0.00811184 0.0035452
threshold=-0.14715999999999999 -0.084954999999999989 -0.084915000000000004 -0.085089999999999985 -0.078725000000000003 -0.080434999999999993 -0.047249999999999993 -0.074014999999999984 -0.013304999999999999 0.096520000000000022 -0.073884999999999992 -0.56005499999999986 -0.53299999999999992 0.08605500000000002 0.13398000000000002 -0.092299999999999993 -0.083245
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 8 -7 -6 -4 10 -9 -3 -13 14 16 -16 -14
right_child=1 11 4 -5 7 6 -8 9 -10 -11 -12 12 13 -15 15 -17 -18
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leaf_weight=46 71 58 52 79 50 68 46 335 46 59 121 64 1032 88 184 46 1323
leaf_count=46 71 58 52 79 50 68 46 335 46 59 121 64 1032 88 184 46 1323
internal_value=0 -0.000104001 -0.000298246 -0.00121052 -0.000121079 -0.000519676 -0.00115462 2.70341e-05 0.000210584 -8.34475e-05 -0.000196412 -3.92838e-05 -2.02887e-05 -4.82378e-05 -2.68361e-05 -0.000415519 1.07769e-05
internal_weight=0 3722 927 150 777 212 114 565 98 515 456 2795 2737 2673 2585 230 2355
internal_count=3768 3722 927 150 777 212 114 565 98 515 456 2795 2737 2673 2585 230 2355
is_linear=0
shrinkage=0.0995203


Tree=5634
num_leaves=19
num_cat=0
split_feature=27 18 18 1 0 1 21 18 3 10 5 2 2 2 6 3 9 21
split_gain=0.00954383 0.00398221 0.0156414 0.0143512 0.0415194 0.00679342 0.0062258 0.00585748 0.00611227 0.00416087 0.00865554 0.00398633 0.0127325 0.00789343 0.0171985 0.00469936 0.00438728 0.00332012
threshold=0.12102500000000002 -0.084954999999999989 -0.086894999999999986 0.05309500000000001 -0.067059999999999995 -0.0088199999999999997 0.087570000000000023 -0.090899999999999995 0.087515000000000023 0.091080000000000022 0.40898000000000007 -0.086050000000000001 -0.085374999999999993 -0.090919999999999987 0.087575000000000028 0.088055000000000022 0.11296000000000002 0.10886500000000003
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 7 -7 17 -9 10 11 13 -13 15 -15 -3 -14 -1
right_child=-2 9 -4 4 -6 6 -8 8 -10 -11 -12 12 16 14 -16 -17 -18 -19
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leaf_weight=436 46 108 55 51 72 59 54 61 69 63 52 54 1968 123 60 199 175 63
leaf_count=436 46 108 55 51 72 59 54 61 69 63 52 54 1968 123 60 199 175 63
internal_value=0 -9.485e-05 -0.000274632 -0.000170119 -0.00116577 -3.9679e-06 0.00070535 -0.000132699 -0.000727884 -3.55287e-05 -1.6831e-05 -4.1737e-05 -9.92382e-05 0.000214409 0.000732269 -9.16163e-05 -6.08101e-05 2.07192e-05
internal_weight=0 3722 920 865 123 742 113 629 130 2802 2739 2687 2197 490 183 307 2143 499
internal_count=3768 3722 920 865 123 742 113 629 130 2802 2739 2687 2197 490 183 307 2143 499
is_linear=0
shrinkage=0.0995203


Tree=5635
num_leaves=27
num_cat=0
split_feature=30 18 9 9 3 9 3 18 0 5 5 3 18 0 1 1 18 6 3 20 17 3 9 1 1 18
split_gain=0.00836522 0.00375196 0.00827355 0.0305626 0.0344066 0.00581925 0.00771446 0.00999798 0.00771923 0.00662955 0.00596077 0.00482347 0.00458748 0.00980734 0.0135249 0.0241776 0.00389822 0.00356423 0.0043626 0.00343539 0.00282214 0.00550774 0.00798557 0.00541532 0.00766625 0.00594412
threshold=0.12371500000000002 -0.022504999999999997 0.084485000000000018 0.083235000000000017 0.086965000000000028 0.084835000000000022 0.087925000000000017 -0.044484999999999997 -0.088174999999999989 -0.039649999999999998 -0.0012249999999999997 0.08511500000000001 -0.010029999999999999 -0.082224999999999993 -0.083284999999999984 -0.085184999999999997 -0.0079049999999999988 -0.0048649999999999995 0.098000000000000018 -0.065649999999999986 -0.15122999999999998 0.10850000000000003 0.087695000000000009 -0.079629999999999992 -0.078509999999999983 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 2
left_child=1 2 3 11 -5 -4 8 9 -7 -8 -10 -1 13 14 15 -3 -14 19 -19 -13 21 22 -18 25 -25 -22
right_child=-2 12 5 4 -6 6 7 -9 10 -11 -12 17 16 -15 -16 -17 20 18 -20 -21 23 -23 -24 24 -26 -27
leaf_value=0.00057047210578208571 0.0012213428383045519 0.0013691856291833677 0.00094562984297535697 -0.0004532153403917059 -0.0039304600940209501 0.00026760292009361857 -0.0012085365859714405 0.001142670419885431 -0.0020579066767773472 -2.0112075381526006e-05 -0.00050884796338802841 -0.00047925095888397756 -0.00082746410353301027 -0.00070988775365339498 0.001712362700880441 -0.0016978581138076662 0.0014531985111231728 -0.0014451839581032786 -0.00017398992655382191 0.00066253736616166982 -0.00072384731868840857 -0.00038349473505341572 -0.00013181936227522068 0.0012736442536666482 -1.9400038235220072e-05 2.6497397024726155e-05
leaf_weight=86 49 57 54 66 50 47 50 70 49 687 53 50 63 59 82 46 68 46 68 54 230 68 57 47 1324 188
leaf_count=86 49 57 54 66 50 47 50 70 49 687 53 50 63 59 82 46 68 46 68 54 230 68 57 47 1324 188
internal_value=0 -8.66213e-05 -0.000213111 -0.000584541 -0.00195909 -5.78435e-05 -0.000115381 5.08779e-06 -0.00077335 -0.000101849 -0.00126103 -5.73511e-05 -7.24243e-06 0.000400221 0.00075868 0 -5.62594e-05 -0.00030878 -0.000694109 0.000105729 -3.13328e-05 0.000329476 0.000723882 -7.0715e-05 2.43305e-05 -0.000384413
internal_weight=0 3719 1430 420 116 1010 956 807 149 737 102 304 2289 244 185 103 2045 218 114 104 1982 193 125 1789 1371 418
internal_count=3768 3719 1430 420 116 1010 956 807 149 737 102 304 2289 244 185 103 2045 218 114 104 1982 193 125 1789 1371 418
is_linear=0
shrinkage=0.0995203


Tree=5636
num_leaves=17
num_cat=0
split_feature=5 3 17 5 36 18 18 18 17 9 4 3 29 21 2 21
split_gain=0.0173495 0.00681182 0.0258639 0.00618162 0.00516559 0.00420924 0.00912257 0.00658749 0.00397391 0.00594416 0.00278994 0.0035446 0.00470585 0.00368205 0.00274612 0.00212192
threshold=0.6362850000000001 0.081685000000000021 0.026115000000000006 0.062500000000000014 0.089100000000000026 -0.12363 -0.15202999999999997 -0.10872 -0.45712999999999998 0.084645000000000012 0.14646500000000004 0.14530500000000005 0.091190000000000021 0.088715000000000016 -0.026175 0.11729000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 14 6 8 -7 15 -10 11 12 -9 -13 -1 -3
right_child=-2 5 -4 -5 -6 7 -8 10 9 -11 -12 13 -14 -15 -16 -17
leaf_value=0.00091160480013255493 0.0018685061454505609 -0.00075226726740909838 -0.002664768791920472 -0.0010577806031913852 -0.00066070126342958259 -0.0010473190255313066 0.0013529624808424209 7.1732688563608078e-07 -0.00036207277225161011 0.0010138946958169587 -0.00061871212188376273 0.0010852577935717863 -0.00089704998946490814 -3.885218618708751e-05 3.1235777404357947e-07 9.8788208327758761e-05
leaf_weight=74 48 63 46 51 52 62 70 2822 52 75 73 60 59 53 62 51
leaf_count=74 48 63 46 51 52 62 70 2822 52 75 73 60 59 53 62 51
internal_value=0 -3.55977e-05 -0.000503174 -8.37095e-05 0.000176179 2.90252e-06 0.000352306 -3.1564e-05 5.82616e-05 0.000444061 -1.07634e-05 3.78625e-06 -1.73839e-05 0.000550776 0.000502182 -0.000364351
internal_weight=0 3725 285 239 188 3440 311 3129 241 127 3067 2994 2881 113 136 114
internal_count=3773 3725 285 239 188 3440 311 3129 241 127 3067 2994 2881 113 136 114
is_linear=0
shrinkage=0.0995203


Tree=5637
num_leaves=18
num_cat=0
split_feature=3 17 18 2 8 2 17 18 2 23 0 38 3 20 26 26 9
split_gain=0.0061057 0.0209708 0.00511739 0.014672 0.00804754 0.00407608 0.00720655 0.00399883 0.00495965 0.0040636 0.00278048 0.00388792 0.00300837 0.00246561 0.00238324 0.0074547 0.00690502
threshold=0.081685000000000021 0.026115000000000006 -0.1394 -0.095204999999999998 0.0012600000000000003 -0.075024999999999994 -0.41426000000000002 -0.11533 -0.22383 0.086650000000000019 -0.092939999999999995 -0.080750000000000002 -0.15154999999999999 -0.077649999999999983 0.15222000000000005 0.11991000000000003 0.11351500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -2 5 13 -7 -4 -9 14 -1 -12 -13 -5 15 -10 -16
right_child=2 -3 7 4 -6 6 -8 8 9 -11 11 12 -14 -15 16 -17 -18
leaf_value=-0.00056043940872851884 0.0017952563806563639 -0.002399570621320399 -0.00083056564726573202 0.00042024369473846781 -0.00093083634538150962 0.0016925627047456682 -6.3796731256763159e-06 0.00074430232164336284 1.0144777412143446e-05 -0.00085015540714991936 -0.00047502198452883493 -1.5773924229264582e-05 0.0010555233113507324 -0.00058637533609232192 0.0011330940910273429 -0.00086440490761407161 -0.00035977261043955341
leaf_weight=79 61 46 58 49 60 49 48 87 2750 57 59 48 53 47 65 100 57
leaf_count=79 61 46 58 49 60 49 48 87 2750 57 59 48 53 47 65 100 57
internal_value=0 -0.000453098 2.59201e-05 0.000409247 7.18349e-05 0.000387788 0.00084341 -1.17441e-05 3.23445e-06 -1.77805e-05 -7.50378e-05 0.000159513 0.000538287 -6.40529e-05 -1.54093e-06 -2.0254e-05 0.000428897
internal_weight=0 285 3488 314 253 193 97 3174 3116 3029 239 160 101 96 2972 2850 122
internal_count=3773 285 3488 314 253 193 97 3174 3116 3029 239 160 101 96 2972 2850 122
is_linear=0
shrinkage=0.0995203


Tree=5638
num_leaves=16
num_cat=0
split_feature=5 18 18 1 18 17 0 4 30 26 9 26 9 21 6
split_gain=0.0134752 0.0035814 0.0187106 0.0191858 0.00757686 0.00391968 0.00345171 0.00459692 0.0035684 0.0036979 0.00894209 0.00339963 0.00287497 0.00204143 0.00106582
threshold=0.6362850000000001 -0.12363 -0.099739999999999995 -0.093734999999999999 -0.15202999999999997 -0.467555 0.11291000000000002 0.094025000000000011 0.12577500000000003 0.15583500000000003 0.11351500000000002 0.11991000000000003 0.084645000000000012 0.12094000000000002 -0.065394999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 14 8 -8 9 11 -11 -4 -7 -14 -1
right_child=-2 2 6 -5 -6 12 7 -9 -10 10 -12 -13 13 -15 -16
leaf_value=-0.00012033603320185611 0.0016474090912914465 -0.0028781421867553184 1.725685582012076e-05 -0.00028899562527059757 0.0011755621320270664 -0.00014613914768070197 -3.3497759242227934e-05 -0.001281350893501444 -0.00086587983559701493 0.0013639650702729829 -0.0004292866286419675 -0.00053686077041813056 0.0011403295469580516 0.00019192569968909482 -0.0007826568444385607
leaf_weight=53 48 46 2867 76 73 69 76 49 46 63 48 114 49 46 50
leaf_count=53 48 46 2867 76 73 69 76 49 46 63 48 114 49 46 50
internal_value=0 -3.06769e-05 -6.18015e-05 -0.00127194 0.000276788 2.79896e-05 -1.63048e-05 -0.000529205 3.86538e-06 1.70694e-05 0.00058113 -3.65922e-06 0.000333056 0.00068972 -0.000449799
internal_weight=0 3725 3385 122 340 267 3263 125 3138 3092 111 2981 164 95 103
internal_count=3773 3725 3385 122 340 267 3263 125 3138 3092 111 2981 164 95 103
is_linear=0
shrinkage=0.0995203


Tree=5639
num_leaves=21
num_cat=0
split_feature=5 17 18 2 17 2 1 18 18 17 2 2 0 21 5 21 5 21 2 6
split_gain=0.010928 0.00355982 0.0204936 0.00433051 0.00759327 0.00729348 0.00412928 0.00407896 0.0151613 0.00512381 0.00397313 0.00649098 0.00523508 0.00380381 0.00431687 0.00385146 0.00351601 0.00332613 0.0022192 0.000553628
threshold=0.6362850000000001 0.0036400000000000009 -0.085454999999999989 -0.087444999999999995 0.16421000000000005 -0.08342999999999999 -0.50597999999999999 -0.12363 -0.16980499999999998 -0.45712999999999998 -0.079604999999999995 -0.078454999999999983 -0.090699999999999989 -0.091104999999999992 0.40249000000000007 0.096850000000000033 0.26760500000000004 0.11729000000000002 -0.065379999999999994 -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 6 -3 4 -4 -5 16 8 9 17 12 -12 -7 -9 15 -15 -1 -8 -11 -16
right_child=-2 2 3 5 -6 10 7 13 -10 18 11 -13 -14 14 19 -17 -18 -19 -20 -21
leaf_value=-8.8817015293887752e-05 0.0014834586474016074 -0.0016084365209992773 0.0013753883239428404 -0.0011675573332154056 -0.00018356113634780916 0.0011131673354816329 -0.00094655965397805999 -0.00069774482282173277 0.0018549477548717823 0.00090984324842626439 -0.0012788297739829183 -7.3551058357891085e-05 -6.521993678500741e-06 0.00013254948485293651 -0.00088045045399903472 -0.00023897515761985523 -0.0011802282473952019 0.00014452043132215977 0 -0.00034896291541164788
leaf_weight=77 48 91 55 62 69 61 59 71 58 63 48 599 124 1721 46 328 49 50 48 46
leaf_count=77 48 91 55 62 69 61 59 71 58 63 48 599 124 1721 46 328 49 50 48 46
internal_value=0 -2.77114e-05 -0.000177257 -4.85183e-05 0.000501307 -0.000125696 3.53724e-05 6.37918e-05 0.000423226 4.20503e-05 -4.70734e-05 -0.000164234 0.000358248 1.82488e-05 4.2375e-05 7.2677e-05 -0.000519752 -0.000438554 0.00052137 -0.000623605
internal_weight=0 3725 1109 1018 124 894 2616 2490 278 220 832 647 185 2212 2141 2049 126 109 111 92
internal_count=3773 3725 1109 1018 124 894 2616 2490 278 220 832 647 185 2212 2141 2049 126 109 111 92
is_linear=0
shrinkage=0.0995203


Tree=5640
num_leaves=20
num_cat=0
split_feature=27 5 5 9 4 5 17 17 4 4 5 5 9 9 5 5 8 18 17
split_gain=0.0104013 0.00541984 0.0376362 0.00615497 0.0169829 0.00546008 0.00819155 0.0143589 0.00459098 0.0181017 0.0107393 0.00465953 0.00260621 0.0112238 0.00437735 0.00257566 0.00630442 0.00522717 0.00225753
threshold=0.11410500000000003 -0.11065499999999999 -0.13955999999999999 0.11408000000000003 0.14566000000000004 -0.089564999999999992 0.0031350000000000006 -0.011514999999999999 0.10724500000000002 0.11174500000000002 0.63455500000000009 0.063170000000000018 0.088995000000000019 0.086885000000000032 -0.46834999999999999 0.40898000000000007 -0.062834999999999988 -0.14624999999999996 -0.059294999999999994
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 6 7 -3 10 -10 15 18 13 -1 -14 17 -17 -7 -11
right_child=-2 5 -4 -5 -6 8 -8 -9 9 11 -12 -13 14 -15 -16 16 -18 -19 -20
leaf_value=-1.2688303859962745e-06 -0.0011798443607836406 6.2662627947559013e-05 0.0028835184150830329 -0.00079768064368257831 0.0020041829855511717 -0.00072832907191290965 0.00028416550755031998 -0.001921142790091976 0.0021178560838823117 -0.00095599851453238513 -0.0014872465498909897 0.00066138877744456918 -0.00087536457344202455 0.0015606316846983259 0.00013176425310559826 0.00095553760169621782 -7.899889434534895e-05 3.0445784498125055e-05 0
leaf_weight=360 68 71 52 67 48 94 88 72 51 48 47 57 70 52 107 98 141 2069 47
leaf_count=360 68 71 52 67 48 94 88 72 51 48 47 57 70 52 107 98 141 2069 47
internal_value=0 6.20525e-05 0.000299231 0.000107183 0.000203642 0 -0.000464197 -0.000930452 4.02789e-05 0.000495102 2.24391e-06 -4.3989e-05 5.55191e-05 0.000193877 -0.00026191 3.17296e-05 0.000341779 -2.15072e-06 -0.000475833
internal_weight=0 3639 756 704 637 2883 231 143 2652 203 2449 152 589 412 177 2402 239 2163 95
internal_count=3707 3639 756 704 637 2883 231 143 2652 203 2449 152 589 412 177 2402 239 2163 95
is_linear=0
shrinkage=0.0995203


Tree=5641
num_leaves=15
num_cat=0
split_feature=22 5 5 11 4 4 20 5 4 4 5 9 3 2
split_gain=0.0372478 0.00664418 0.0331034 0.0072938 0.00650449 0.0176939 0.0115904 0.0108021 0.00885876 0.00431182 0.00421894 0.00380037 0.0118139 0.00540185
threshold=0.13264000000000004 -0.11065499999999999 -0.13955999999999999 -0.15511999999999998 0.11995000000000003 0.10724500000000002 -0.060199999999999997 0.040570000000000016 0.10386500000000003 0.10098000000000003 -0.074569999999999984 0.11408000000000003 0.14426500000000003 0.13398000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -6 -7 9 10 -3 12 13 -5
right_child=-2 4 -4 11 6 7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0013185235455790223 -0.002748203020292171 -0.00028706813711979802 0.0028076872411720972 0.00012932439161553346 0.00022849679502078674 0.00035731735650912247 -0.0019039337212490401 0.0023240607106332781 -0.0011514845250450861 0.00087128062154647986 4.778554084546053e-05 -0.00062135584990916592 0.0016335551667460183 -0.00087024839311069884
leaf_weight=50 47 453 50 495 52 63 48 51 67 56 2096 70 49 60
leaf_count=50 47 453 50 495 52 63 48 51 67 56 2096 70 49 60
internal_value=0 7.11493e-05 0.000330077 0.00015784 1.42364e-06 3.00128e-05 -0.000786884 0.00124436 -2.14905e-05 7.25849e-06 -1.14024e-05 7.05213e-05 0.000152061 1.97874e-05
internal_weight=0 3660 774 724 2886 2786 100 114 2672 2605 2549 674 604 555
internal_count=3707 3660 774 724 2886 2786 100 114 2672 2605 2549 674 604 555
is_linear=0
shrinkage=0.0995203


Tree=5642
num_leaves=15
num_cat=0
split_feature=22 5 5 11 9 3 8 4 4 5 5 20 20 5
split_gain=0.030205 0.00548278 0.0288529 0.00655281 0.0042079 0.010886 0.00388167 0.00365409 0.0134821 0.00946037 0.0078681 0.0070109 0.00311949 0.00284187
threshold=0.13264000000000004 -0.12429 -0.14822499999999997 -0.15511999999999998 0.11408000000000003 0.14426500000000003 -0.16019999999999998 0.11995000000000003 0.10724500000000002 0.040570000000000016 0.63455500000000009 -0.060199999999999997 -0.15615999999999999 -0.074569999999999984
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 10 -10 12 -9 -3 -14
right_child=-2 7 -4 4 -6 -7 -8 11 9 -11 -12 -13 13 -15
leaf_value=0.0011873037852991649 -0.0024747014788610712 -0.00070091335310506402 0.0021168539417689928 -0.00070343346440543517 -0.0007419003569608375 0.0015256078294520199 7.2558176221065455e-05 0.0002057567798085206 0.00025883804098440804 0.0020927697655621575 -0.0012576697010363558 -0.0014417222999395251 -0.00020020529732143921 6.8790945912825007e-05
leaf_weight=50 47 61 78 75 67 48 424 52 64 51 50 49 476 2115
leaf_count=50 47 61 78 75 67 48 424 52 64 51 50 49 476 2115
internal_value=0 6.41353e-05 0.000305698 9.17082e-05 1.15699e-06 9.3668e-05 -4.24334e-05 2.42944e-06 2.37963e-05 0.00107927 -2.08226e-05 -0.00058541 2.18783e-06 1.90569e-05
internal_weight=0 3660 742 664 614 547 499 2918 2817 115 2702 101 2652 2591
internal_count=3707 3660 742 664 614 547 499 2918 2817 115 2702 101 2652 2591
is_linear=0
shrinkage=0.0995203


Tree=5643
num_leaves=20
num_cat=0
split_feature=22 5 5 26 0 21 21 0 6 6 21 4 8 4 0 6 8 4 4
split_gain=0.0244931 0.00444933 0.0233913 0.00831211 0.00784292 0.00323521 0.00876912 0.00828145 0.00678783 0.00549315 0.00389691 0.00348684 0.00485295 0.00441097 0.00203128 0.00362085 0.00919631 0.00359454 0.00621118
threshold=0.13264000000000004 -0.12429 -0.14822499999999997 -0.088059999999999986 -0.10096999999999999 0.10900500000000002 0.10584500000000002 -0.077784999999999993 -0.074054999999999996 -0.064579999999999985 0.13765500000000006 0.11541000000000003 -0.42187000000000002 0.10724500000000002 -0.15137999999999999 -0.045589999999999999 -0.090440000000000006 0.13707500000000003 0.11860000000000002
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 11 8 -7 -9 -11 12 -3 -14 15 16 -5 18 -16
right_child=-2 5 -4 14 -6 7 -8 9 -10 10 -12 -13 13 -15 17 -17 -18 -19 -20
leaf_value=1.3008149025620222e-05 -0.0022284185562422894 -0.00099784862845793301 0.0019061841058935806 0.00085193170317953348 0.0018203230564954426 0.00015355446865235217 -0.0013008204061465912 0.00059673898698494416 0.0018268735185654166 -0.0010095039006655993 7.031773296246142e-05 0.00067521959612141657 -2.7999484834498271e-05 0.00085779194388949879 -0.00024295471896693525 0.00082587049686363003 -0.0010845571655554683 -0.00074030438678813744 0.00086020445165817271
leaf_weight=48 47 50 78 47 49 46 53 81 53 63 67 72 2376 57 255 63 50 89 63
leaf_count=48 47 50 78 47 49 46 53 81 53 63 67 72 2376 57 255 63 50 89 63
internal_value=0 5.77748e-05 0.000275384 8.25814e-05 0.000934422 2.15974e-06 -3.36859e-05 0.000306366 0.00105764 -4.22482e-05 -0.000446683 -7.08047e-06 -2.7195e-05 -6.9108e-06 -6.17041e-05 0.000236517 -0.000137819 -0.000180952 -2.18299e-05
internal_weight=0 3660 742 664 97 2918 2608 310 99 211 130 2555 2483 2433 567 160 97 407 318
internal_count=3707 3660 742 664 97 2918 2608 310 99 211 130 2555 2483 2433 567 160 97 407 318
is_linear=0
shrinkage=0.0995203


Tree=5644
num_leaves=23
num_cat=0
split_feature=6 6 6 0 0 3 3 26 6 5 3 26 8 5 2 26 5 6 21 4 4 8
split_gain=0.0194559 0.0113264 0.00719562 0.00731902 0.0243549 0.00704289 0.0115398 0.00670571 0.00661997 0.0247918 0.00964107 0.00771139 0.00655144 0.00598447 0.0152055 0.0107843 0.00977265 0.00550076 0.00483253 0.00402833 0.00559095 0.00204447
threshold=0.23663500000000004 0.087235000000000021 0.087670000000000012 -0.080884999999999999 -0.080204999999999985 0.14823500000000003 0.17152000000000003 0.090545000000000028 0.004915000000000001 -0.09583499999999999 0.08400500000000001 0.085855000000000029 -0.072559999999999999 -0.041054999999999994 -0.07934999999999999 0.091570000000000026 -0.080724999999999991 0.11229000000000001 0.13677500000000004 0.13962500000000003 0.13312000000000004 -0.094375000000000001
decision_type=2 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 13 -5 8 -7 17 18 -10 -11 -12 -9 16 15 -15 21 -6 19 20 -1 -4
right_child=-2 2 3 4 7 6 -8 12 9 10 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-2.6966152638654421e-05 0.0019774788468495509 0.0014037335583426758 -0.00056093151401385825 0.0024106827086551267 -0.00096252857362771926 -0.0019400539949364778 -7.3284085671168481e-05 0.00093891488585795828 -0.0023347559014901048 -0.00093863074884438004 -0.00035488771343389309 0.00089470192883311212 8.4551588294852121e-05 -0.00040903088623922811 -0.0020121953984880252 0.0011199892700269904 0.0014576175901955489 0.00039598976940995531 0.0008064638930039607 0.00087525851679093325 -0.0010194033518858233 0.0002168143812492073
leaf_weight=1938 50 53 55 57 72 54 86 155 59 91 92 103 214 191 46 60 57 49 70 47 58 84
leaf_count=1938 50 53 55 57 72 54 86 155 59 91 92 103 214 191 46 60 57 49 70 47 58 84
internal_value=0 8.53809e-07 0.000269853 0.000211281 0.000462109 -0.000112001 -0.000799172 0.000233767 -7.2529e-05 -0.000476754 -9.05971e-05 0.000300954 0.000445649 -6.53601e-05 -0.00034844 -4.02665e-05 0.000359415 -0.000405619 -6.14175e-06 -3.4385e-05 -5.62147e-05 -8.50375e-05
internal_weight=0 3691 1093 1040 547 2598 140 490 2458 345 286 195 369 493 297 251 196 121 2113 2043 1996 139
internal_count=3741 3691 1093 1040 547 2598 140 490 2458 345 286 195 369 493 297 251 196 121 2113 2043 1996 139
is_linear=0
shrinkage=0.0995203


Tree=5645
num_leaves=23
num_cat=0
split_feature=20 6 18 9 18 18 9 6 26 6 26 1 26 6 9 6 26 8 30 10 10 18
split_gain=0.0166197 0.00910089 0.00862315 0.0138344 0.0121857 0.0155458 0.0111762 0.0106264 0.0105266 0.00657441 0.00647886 0.00758651 0.00694732 0.00488948 0.0204911 0.0058456 0.0114655 0.00628327 0.00533202 0.00296273 0.00598349 0.00293315
threshold=-0.40431 0.087235000000000021 -0.015440000000000001 0.08401500000000002 -0.011039999999999999 -0.007069999999999999 0.085225000000000009 0.09278500000000002 0.089365000000000014 0.10449000000000003 0.092300000000000021 -0.081224999999999992 0.097910000000000011 0.038300000000000008 0.081605000000000025 0.086420000000000011 0.088015000000000024 -0.085605000000000001 0.11725000000000002 0.090150000000000022 0.086275000000000018 0.022040000000000008
decision_type=2 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 -4 -6 -5 8 -8 -9 11 -7 -12 18 -15 16 17 -16 19 20 21 -2
right_child=1 2 4 6 5 10 7 9 -10 -11 12 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0018090126442777616 2.9486068021008051e-05 0.0022083438431630439 -0.0013734826415112041 -0.0010734397705080259 0.0018169363204658584 -0.001250002237689074 0.0024417495143150411 -0.00044610228696311763 0.00045221473824347622 0.00059065353935184846 0.0013908757515019284 -2.2679899459541513e-05 7.3774261050422112e-05 -0.0023178250926040428 -0.00080088696605377626 -0.00095691735526734077 0.0014852739145338198 0.00048447181266553284 -0.0010883257504636264 -0.00063002218827035259 0.00099147755749703914 -0.000252927967168273
leaf_weight=51 1629 46 58 46 50 73 51 93 57 171 48 162 238 50 92 63 48 63 48 78 58 468
leaf_count=51 1629 46 58 46 50 73 51 93 57 171 48 162 238 50 92 63 48 63 48 78 58 468
internal_value=0 0 0.000241011 0.000566474 0 0.00014053 0.000383831 0.000566232 0.0013993 0.000222332 -1.87819e-05 -0.000407417 0.000297689 -0.0001013 -0.000468493 -0.000117797 0.000138588 -0.000273169 -5.00715e-05 -2.73869e-05 -5.19466e-06 -3.31516e-05
internal_weight=0 3690 1093 464 629 571 418 372 108 264 521 235 286 2597 316 266 203 155 2281 2233 2155 2097
internal_count=3741 3690 1093 464 629 571 418 372 108 264 521 235 286 2597 316 266 203 155 2281 2233 2155 2097
is_linear=0
shrinkage=0.0995203


Tree=5646
num_leaves=19
num_cat=0
split_feature=6 6 6 0 0 3 6 8 8 3 3 4 6 1 9 6 21 4
split_gain=0.0137924 0.00733904 0.00607635 0.00589421 0.0189362 0.00577184 0.0108318 0.00536968 0.00568841 0.00532406 0.00941054 0.00484386 0.00469299 0.0206134 0.00868034 0.00454454 0.0043847 0.00442609
threshold=0.23663500000000004 0.087235000000000021 0.087670000000000012 -0.080884999999999999 -0.080324999999999994 0.092300000000000021 0.10449000000000003 -0.080924999999999983 -0.077889999999999987 0.14823500000000003 0.17152000000000003 0.13962500000000003 0.004915000000000001 -0.077774999999999997 0.085765000000000022 0.093595000000000025 0.13589500000000002 0.13312000000000004
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 5 -5 6 15 -6 -9 11 -11 12 16 14 -14 -4 17 -1
right_child=-2 2 3 4 7 -7 -8 8 -10 10 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=-2.2448977820359146e-05 0.0016641055994302582 0.0012581526510861546 9.4993270393046525e-06 0.0022153938136367916 -0.00057976005905654895 -0.00088398377611912 0.0014655146070298251 0.0011950320124474211 0.00017789497530815889 -0.001718475954383185 -3.2171539984280103e-05 0.0009116444755392386 -0.00039609105450574101 -0.0023550555313405371 0.00090441141207133098 -0.0010263901736493328 0.00073151689414103864 -0.00091304648369921158
leaf_weight=1934 50 53 321 51 74 76 48 65 357 54 86 50 231 47 65 48 74 57
leaf_count=1934 50 53 321 51 74 76 48 65 357 54 86 50 231 47 65 48 74 57
internal_value=0 0 0.000216407 0.00016253 0.000387728 -8.56732e-05 5.78592e-05 0.000198152 0.000336503 -9.0972e-05 -0.000688451 -5.66084e-05 -7.70533e-05 -0.00041807 -0.000107742 -0.000123032 -2.00134e-05 -4.83569e-05
internal_weight=0 3691 1093 1040 547 493 417 496 422 2598 140 2458 2408 343 296 369 2065 1991
internal_count=3741 3691 1093 1040 547 493 417 496 422 2598 140 2458 2408 343 296 369 2065 1991
is_linear=0
shrinkage=0.0995203


Tree=5647
num_leaves=23
num_cat=0
split_feature=20 0 17 17 2 0 17 6 18 26 17 17 8 0 0 2 6 0 6 0 2 2
split_gain=0.0118761 0.00730521 0.00561537 0.0374089 0.0124047 0.0115948 0.00537258 0.00506565 0.00757641 0.00504972 0.00442325 0.0137086 0.00395317 0.00493788 0.0139301 0.0365913 0.00903059 0.00427848 0.00564132 0.0038974 0.00383328 0.00140156
threshold=-0.24910499999999999 -0.087084999999999982 -0.0062099999999999994 -0.0094900000000000002 0.096520000000000022 -0.088174999999999989 -0.087770000000000001 -0.0076549999999999995 -0.0079049999999999988 -0.23202999999999999 0.016900000000000005 0.25342000000000009 0.11446000000000002 -0.079379999999999992 -0.080884999999999999 -0.085944999999999994 0.097375000000000031 -0.078809999999999991 -0.0060199999999999993 -0.094139999999999988 0.13896000000000006 -0.078784999999999994
decision_type=2 2 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 6 -2 8 -4 -3 -9 -12 13 14 16 -16 -11 -15 -19 20 -10 -21
right_child=1 9 7 -5 -6 -7 -8 10 19 12 11 -13 -14 17 15 -17 -18 18 -20 21 -22 -23
leaf_value=0.0012949627197167905 -0.00020033953681501763 -0.00076705176898669326 -0.0011653050742212712 -0.003082200681635758 -0.0014393763357326561 -0.0013348380432018157 0.00051042971064360978 0.0011385149446462789 -0.00028679446209810549 0.00022030253433226359 -0.0010803495730946119 0.0012861021148757432 0.00093358019303945144 -0.00094139821483257488 -0.00099975773520375073 0.0023516866108817184 -0.00099610244230083941 -0.00024921937813235942 0.0001867050815117047 0.00015978965457408292 0.00044744666705968434 0.00096215596679593001
leaf_weight=71 196 64 64 48 68 57 225 63 358 701 50 47 59 48 49 93 66 482 753 46 87 46
leaf_count=71 196 64 64 48 68 57 225 63 358 701 50 47 59 48 49 93 66 482 753 46 87 46
internal_value=0 -4.36798e-06 -0.000188109 -0.000417452 -0.000181689 -1.05791e-06 0.000177581 -8.01954e-06 -0.00014156 0.000102825 0.000488474 5.78423e-05 0.00012792 0.000105862 0.000283377 0.00118944 0.000114564 -1.92689e-05 1.59081e-05 -1.80244e-05 -0.000141407 0.000569871
internal_weight=0 3670 1355 594 546 478 421 761 601 2315 160 97 2251 2192 909 142 767 1283 1235 537 445 92
internal_count=3741 3670 1355 594 546 478 421 761 601 2315 160 97 2251 2192 909 142 767 1283 1235 537 445 92
is_linear=0
shrinkage=0.0995203


Tree=5648
num_leaves=10
num_cat=0
split_feature=2 20 2 0 4 4 24 4 18
split_gain=0.00483297 0.00458471 0.00347994 0.00692273 0.00387512 0.00685431 0.00408276 0.0036958 0.00160974
threshold=0.42136500000000005 -0.25378999999999996 0.14153500000000005 -0.13752999999999999 0.13707500000000003 0.12498500000000003 0.081970000000000029 0.11509500000000002 0.084900000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3 -5
right_child=-2 2 3 8 -6 -7 -8 -9 -10
leaf_value=-0.00078780167723147649 -0.00078480640093255352 4.3517199251192562e-05 0.0012703098848271708 -0.00038886283281038437 -0.00067694214288566059 0.00091398545196537395 -0.00090681843905188186 -0.00067226035884788299 0.00039137486422072081
leaf_weight=67 74 3173 67 56 77 86 47 73 49
leaf_count=67 74 3173 67 56 77 86 47 73 49
internal_value=0 2.7322e-05 4.26009e-05 0.00047972 2.06092e-05 3.67472e-05 1.35886e-05 2.71677e-05 -1.69555e-05
internal_weight=0 3695 3628 172 3456 3379 3293 3246 105
internal_count=3769 3695 3628 172 3456 3379 3293 3246 105
is_linear=0
shrinkage=0.0995203


Tree=5649
num_leaves=19
num_cat=0
split_feature=6 20 0 0 3 0 3 3 2 5 9 18 2 2 4 6 3 5
split_gain=0.00411576 0.00371382 0.00310093 0.00546275 0.00515783 0.0147645 0.00937031 0.00576552 0.00546667 0.00474385 0.00547021 0.00317223 0.00410931 0.00315738 0.00438114 0.00332734 0.00263928 0.000783258
threshold=-0.52821499999999999 -0.25378999999999996 -0.085794999999999996 -0.086254999999999984 0.084895000000000012 -0.084665000000000004 0.08544000000000003 0.086130000000000026 0.31534000000000012 -0.0031649999999999998 0.084485000000000018 0.10361000000000002 -0.082404999999999992 0.13896000000000006 0.12454500000000003 0.085955000000000018 0.090295000000000028 0.089620000000000019
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 5 -4 -6 -8 -9 10 -7 13 -13 15 -15 -3 -14 -11
right_child=1 2 4 -5 6 9 7 8 -10 17 -12 12 16 14 -16 -17 -18 -19
leaf_value=-0.00076268638792318971 -0.00070939928344329508 4.8005904433206075e-05 -0.0020065615841820686 0.0011738464586129381 0.0014088560259172015 0.00071967732025613623 -0.00097368797117883916 4.9518771057503181e-05 -0.00095806160409198549 -0.00095463054918488771 -0.00060645176358684039 -0.0010665372087541145 0.0005592887698821099 0.0012610326239470043 -1.7487265218706857e-05 0.00052681086669230392 -0.00036300357369182211 -0.00033534245085192185
leaf_weight=67 67 968 49 50 47 91 60 1727 55 46 46 48 52 59 46 170 75 46
leaf_count=67 67 968 49 50 47 91 60 1727 55 46 46 48 52 59 46 170 75 46
internal_value=0 2.41893e-05 3.79359e-05 0.000149727 -3.74173e-05 -0.000437783 2.10703e-05 -1.38957e-05 1.79612e-05 -9.85309e-05 0.000268432 0.000113038 -0.00028192 0.000169302 0.000693123 0.000120252 8.18213e-06 -0.000653885
internal_weight=0 3702 3635 1468 2167 278 1889 1842 1782 229 137 1418 175 1243 105 1138 127 92
internal_count=3769 3702 3635 1468 2167 278 1889 1842 1782 229 137 1418 175 1243 105 1138 127 92
is_linear=0
shrinkage=0.0995203


Tree=5650
num_leaves=9
num_cat=0
split_feature=9 25 36 12 2 0 0 0
split_gain=0.00348927 0.00309192 0.00292966 0.00513163 0.00331641 0.00478363 0.00578102 0.00401166
threshold=-0.26414499999999996 0.096120000000000025 0.090760000000000021 -0.0088449999999999987 -0.241895 0.056590000000000008 0.12433000000000002 -0.014889999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 -6
right_child=1 -3 -4 4 5 6 -8 -9
leaf_value=-0.00069192889190629358 0.0010668861943560757 0.00076995735845363021 -0.00069654219216475283 0.00074853681999499807 -2.4411755987109624e-06 -0.0013711742254978155 -2.4081410077381037e-05 0.00056122009437723603
leaf_weight=69 46 54 57 59 3222 55 77 130
leaf_count=69 46 54 57 59 3222 55 77 130
internal_value=0 2.21949e-05 1.08954e-05 2.23589e-05 8.56639e-06 -3.72973e-06 -0.000591572 1.9175e-05
internal_weight=0 3700 3646 3589 3543 3484 132 3352
internal_count=3769 3700 3646 3589 3543 3484 132 3352
is_linear=0
shrinkage=0.0995203


Tree=5651
num_leaves=16
num_cat=0
split_feature=6 20 4 3 2 1 2 2 5 2 2 27 4 3 10
split_gain=0.00305798 0.00312057 0.00667666 0.00828539 0.00196927 0.00300137 0.00317288 0.00782679 0.014944 0.00761399 0.00338379 0.00295829 0.00283967 0.00362662 0.00743761
threshold=-0.53620499999999993 -0.15615999999999999 0.10845500000000002 0.098755000000000023 -0.241895 -0.087484999999999993 -0.086050000000000001 -0.089549999999999991 -0.014374999999999999 -0.085599999999999996 -0.095649999999999999 -0.088359999999999994 0.11670500000000002 0.11089500000000001 0.082245000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 12 7 10 -9 -8 -7 -11 13 14 -6
right_child=1 4 -4 -5 5 6 9 8 -10 11 -12 -13 -14 -15 -16
leaf_value=-0.00072828683712954881 -0.00086752701120234069 0.00060888257259547488 -0.0013507396996878978 0.00095257730667275828 -0.00023609668508121426 0.00015139006794762924 -0.001239328917782415 -3.6480126159468793e-05 0.001775166888477428 -0.0006796273446647564 -0.00073530545163889155 7.1648591077767612e-05 0.00059378863472233279 -0.00097217040156529009 0.0010044873108970974
leaf_weight=55 49 59 51 50 580 236 46 93 86 53 52 2204 47 56 52
leaf_count=55 49 59 51 50 580 236 46 93 86 53 52 2204 47 56 52
internal_value=0 1.90982e-05 -0.000425118 4.34487e-05 3.80239e-05 2.8181e-05 7.58161e-05 0.000312517 0.000829347 2.74628e-05 -5.86538e-06 5.3644e-05 -0.000150228 -0.000202245 -0.000132728
internal_weight=0 3714 150 99 3564 3505 2770 467 179 2303 288 2257 735 688 632
internal_count=3769 3714 150 99 3564 3505 2770 467 179 2303 288 2257 735 688 632
is_linear=0
shrinkage=0.0995203


Tree=5652
num_leaves=18
num_cat=0
split_feature=5 6 9 9 17 17 6 9 8 5 0 0 5 17 18 1 17
split_gain=0.00603153 0.00513737 0.0043902 0.00259491 0.00368933 0.00596625 0.00466061 0.00241596 0.00785366 0.00975472 0.00778442 0.0149343 0.00407576 0.00404177 0.00411715 0.00370967 0.00205161
threshold=0.62404000000000015 0.23663500000000004 0.09550500000000002 0.11222500000000002 0.084010000000000015 -0.026504999999999997 -0.094839999999999994 0.09697500000000002 -0.072559999999999999 -0.0044999999999999997 -0.06340999999999998 -0.072274999999999992 0.51390500000000017 -0.14169499999999999 -0.14624999999999996 -0.094454999999999997 -0.22965499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 5 16 -7 12 9 -9 11 -10 13 14 -1 -15 -5
right_child=2 -3 -4 4 -6 6 -8 8 10 -11 -12 -13 -14 15 -16 -17 -18
leaf_value=-0.00086346846136928777 -0.0001256822978658971 -0.00100214398958377 -0.0014575707557476858 0.00038546725152149126 -0.00043801911928043497 0.00028585268120788878 0.0016149942832765132 -0.00046408634828555155 -0.0003461324692994504 0.001495440815243182 0.00030235090983600781 -0.0024575023940874843 0.00089184118194112481 0.00041105404857897895 -0.00011864234194545328 1.3564510211039039e-05 -0.00053265189062381621
leaf_weight=90 52 50 49 49 50 50 59 52 117 48 68 47 52 261 424 2183 47
leaf_count=90 52 50 49 49 50 50 59 52 117 48 68 47 52 261 424 2183 47
internal_value=0 -8.08709e-08 -0.000779952 1.36207e-05 0.000319724 0.000508533 0.00101281 -9.49053e-06 -0.000264433 0.000468301 -0.000583795 -0.000956212 1.83574e-05 2.72524e-06 -0.000250652 5.63482e-05 -5.55013e-05
internal_weight=0 3647 101 3597 255 205 109 3342 332 100 232 164 3010 2958 514 2444 96
internal_count=3748 3647 101 3597 255 205 109 3342 332 100 232 164 3010 2958 514 2444 96
is_linear=0
shrinkage=0.0995203


Tree=5653
num_leaves=21
num_cat=0
split_feature=5 20 4 3 18 21 3 8 5 20 2 18 8 8 8 5 2 18 5 0
split_gain=0.00490199 0.00400423 0.00325019 0.00234001 0.00326578 0.00621349 0.00557114 0.00516974 0.00400816 0.00966933 0.00328608 0.00288652 0.00605048 0.00986815 0.00515033 0.00461059 0.0040432 0.00311885 0.00263596 0.00496728
threshold=0.62404000000000015 -0.25378999999999996 0.10252500000000002 0.10214500000000003 -0.09404499999999999 0.11678500000000003 0.10377500000000002 -0.068099999999999994 -0.47386999999999996 -0.048779999999999997 -0.082484999999999989 0.098305000000000017 -0.068549999999999986 -0.087635000000000005 -0.097604999999999997 -0.068984999999999991 -0.078454999999999983 0.093865000000000018 -0.50393499999999991 -0.113275
decision_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 11 5 7 -6 -5 9 -8 -10 17 13 14 -13 -15 -14 18 -3 -20
right_child=2 3 -4 4 6 -7 8 -9 10 -11 -12 12 16 15 -16 -17 -18 -19 19 -21
leaf_value=-0.00076253901257864083 -0.00012618972433292366 0.00051419531433442649 -0.0012752505727790745 -0.0015056860686390398 0.0011741705159475518 0.00036467091858746899 0.00081979825731649239 -5.674728930429986e-05 0.00080559517535586924 -0.00073512402986571838 0.00017351765666752273 -2.651274412864437e-05 -0.00014640055794477261 3.9686167545774e-05 -0.0013775984265655193 0.0014379795723832548 -0.0013217684140875434 0.00073052078863098714 -0.00053214009638352265 9.5923516164079824e-06
leaf_weight=67 51 89 50 49 57 89 57 51 98 128 525 68 50 47 49 49 75 57 184 1858
leaf_count=67 51 89 50 49 57 89 57 51 98 128 525 68 50 47 49 49 75 57 184 1858
internal_value=0 -5.05008e-08 -0.000703137 1.39909e-05 0.000138716 -0.000233953 0.00022109 -0.000774914 0.000152842 -0.000251615 0.00027426 -3.77281e-05 -0.000308433 1.03401e-05 -0.000599349 0.000761926 -0.000858171 3.71597e-06 -1.53405e-05 -3.88211e-05
internal_weight=0 3647 101 3580 1054 189 865 100 808 185 623 2526 338 213 117 96 125 2188 2131 2042
internal_count=3748 3647 101 3580 1054 189 865 100 808 185 623 2526 338 213 117 96 125 2188 2131 2042
is_linear=0
shrinkage=0.0995203


Tree=5654
num_leaves=15
num_cat=0
split_feature=5 6 4 3 8 26 3 0 3 26 3 21 20 21
split_gain=0.00398527 0.00368118 0.00262504 0.00256436 0.00485316 0.00790461 0.00471291 0.00554355 0.00352002 0.00784012 0.00614964 0.0157179 0.00484153 0.00262974
threshold=0.62404000000000015 0.23663500000000004 0.10252500000000002 0.11926500000000002 0.10528000000000003 0.12236500000000003 0.16149500000000003 -0.049174999999999996 0.11578500000000001 0.092180000000000026 0.11275500000000002 0.089350000000000027 -0.15615999999999999 -0.091104999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 5 6 7 -5 10 -10 12 -12 -1 -14
right_child=2 -3 -4 4 -6 -7 -8 -9 9 -11 11 -13 13 -15
leaf_value=-0.00090575540272114523 -0.00011363128548568741 -0.00084827506623493009 -0.0011483374486293742 9.9206005835586638e-05 -0.00060795907717681391 0.0012991616750163619 -0.00051819620709236004 0.0011411307861522221 0.00022412971988175351 -0.0014624153835604311 -0.00043404174617491778 0.0020648477490498507 -0.00067247833255923493 4.4350082855668812e-06
leaf_weight=61 51 50 50 226 61 71 81 66 56 52 51 48 58 2766
leaf_count=61 51 50 50 226 61 71 81 66 56 52 51 48 58 2766
internal_value=0 -7.87955e-10 -0.000633968 1.15631e-05 0.000219636 0.000335181 0.000149494 0.000337513 -2.21557e-05 -0.000580331 -1.6793e-06 0.000769273 -2.84186e-05 -9.17773e-06
internal_weight=0 3647 101 3597 505 444 373 292 3092 108 2984 99 2885 2824
internal_count=3748 3647 101 3597 505 444 373 292 3092 108 2984 99 2885 2824
is_linear=0
shrinkage=0.0995203


Tree=5655
num_leaves=12
num_cat=0
split_feature=5 6 9 9 4 17 26 26 36 27 18
split_gain=0.00325508 0.00295551 0.00199211 0.00493907 0.0120002 0.00538972 0.00282436 0.00334531 0.00245048 0.00228918 0.00225572
threshold=0.63455500000000009 0.23663500000000004 0.11007500000000002 0.11351500000000002 0.12631500000000004 -0.026504999999999997 -0.2382 -0.15866 0.088605000000000017 0.10930500000000003 0.022040000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 -1 -8 9 -9 -7
right_child=-2 -3 3 4 -6 10 7 8 -10 -11 -12
leaf_value=-0.00068041137545706151 -0.00075545886556069558 -0.0007638545613921177 0.0011264722583117467 -0.00017425850904453311 -0.0013412571314344276 0.0013683260692382436 0.00077444350151863509 -3.9252601069204611e-05 0.00059870455746161174 0.00060778462859008113 0.00041607198514003184
leaf_weight=62 58 50 53 82 48 52 54 3118 63 55 53
leaf_count=62 58 50 53 82 48 52 54 3118 63 55 53
internal_value=0 -3.77392e-06 6.44186e-06 0.000257772 5.83686e-05 0.000422009 -1.49079e-05 -2.11767e-06 -1.53293e-05 -2.7779e-05 0.000895461
internal_weight=0 3690 3640 288 235 187 3352 3290 3236 3173 105
internal_count=3748 3690 3640 288 235 187 3352 3290 3236 3173 105
is_linear=0
shrinkage=0.0995203


Tree=5656
num_leaves=11
num_cat=0
split_feature=27 8 2 25 8 8 21 0 0 8
split_gain=0.0276027 0.00519349 0.00520259 0.0029998 0.00318173 0.0142382 0.0048265 0.00382801 0.00794264 0.00367912
threshold=0.11410500000000003 -0.51030999999999993 0.42989000000000011 0.08760500000000003 -0.084855 -0.084394999999999984 -0.091104999999999992 -0.088484999999999994 -0.085605000000000001 -0.086844999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -7 9 -9 -3
right_child=-2 2 -4 -5 5 6 -8 8 -10 -11
leaf_value=0.00085278351120220174 -0.0019873144955724763 -0.00013409052889834131 -0.00093003004381262354 0.00074955979608510724 -0.0016258319527336889 -0.00079902877084086989 7.2953337270879334e-06 0.00079623745173059866 4.0540761154195074e-05 0.00069046162159122702
leaf_weight=73 69 493 58 55 56 76 2213 219 378 60
leaf_count=73 69 493 58 55 56 76 2213 219 378 60
internal_value=0 2.16651e-05 4.6223e-06 2.01233e-05 8.41008e-06 -5.78372e-05 -1.91188e-05 0.000144209 0.000319127 -4.3147e-05
internal_weight=0 3681 3608 3550 3495 2345 2289 1150 597 553
internal_count=3750 3681 3608 3550 3495 2345 2289 1150 597 553
is_linear=0
shrinkage=0.0995203


Tree=5657
num_leaves=10
num_cat=0
split_feature=10 4 8 25 5 21 0 8 4
split_gain=0.0254585 0.0059729 0.00570993 0.00320886 0.00282212 0.00516024 0.00282291 0.00317978 0.00188176
threshold=0.096215000000000023 0.15340500000000004 -0.51030999999999993 0.085465000000000027 0.51775000000000015 0.11043500000000002 -0.25289499999999993 -0.084674999999999986 0.10300500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 8 -4 -8 -6
right_child=-2 -3 3 -5 5 -7 7 -9 -10
leaf_value=0.00095062563461719752 -0.0022003828943194252 -0.00098452586823098254 0.00071961129676804644 0.00075680452184944086 -0.00037165044541831514 0.0012911803050569489 0.00010372371306897784 -9.9219862110339375e-05 0.00049369970902738954
leaf_weight=66 52 58 51 57 54 47 1191 2128 46
leaf_count=66 52 58 51 57 54 47 1191 2128 46
internal_value=0 1.69918e-05 3.3175e-05 1.60036e-05 3.76472e-06 0.000430793 -1.46194e-05 -2.61483e-05 1.82244e-05
internal_weight=0 3698 3640 3574 3517 147 3370 3319 100
internal_count=3750 3698 3640 3574 3517 147 3370 3319 100
is_linear=0
shrinkage=0.0995203


Tree=5658
num_leaves=13
num_cat=0
split_feature=27 4 9 5 23 4 1 4 20 29 30 0
split_gain=0.0218175 0.00287761 0.00353428 0.0045224 0.00343281 0.00343899 0.00442918 0.0046053 0.00400197 0.00342586 0.00838883 0.00216411
threshold=0.11410500000000003 0.15028500000000003 -0.040564999999999997 0.23560500000000004 -0.022119999999999997 0.12719000000000005 0.27552000000000004 0.10724500000000002 -0.012970000000000001 0.075910000000000019 0.084350000000000022 -0.066264999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -4 6 8 -8 -6 10 -1 -12
right_child=-2 -3 4 -5 5 -7 7 -9 -10 -11 11 -13
leaf_value=0.0015094966231500632 -0.0017655635857706648 -0.00070684016585913386 0.00080878959897829315 0.0012187185155176938 -0.00017454974344442118 -0.00064257206492138175 0.0012904174456565007 8.4453364201060839e-06 6.4662933708872316e-05 -0.0003630148502150752 -0.00026281990426746149 0.00042898976447898398
leaf_weight=51 69 53 51 49 1075 84 53 61 1943 82 95 84
leaf_count=51 69 53 51 49 1075 84 53 61 1943 82 95 84
internal_value=0 2.05206e-05 3.1372e-05 0.000326874 -1.03013e-06 -1.4127e-05 2.4665e-06 0.000611631 -2.02725e-05 0.000184185 0.000382833 5.72549e-05
internal_weight=0 3681 3628 361 3267 3216 3132 114 3018 312 230 179
internal_count=3750 3681 3628 361 3267 3216 3132 114 3018 312 230 179
is_linear=0
shrinkage=0.0995203


Tree=5659
num_leaves=8
num_cat=0
split_feature=10 4 8 30 24 23 6
split_gain=0.0204199 0.00385007 0.00436119 0.00388052 0.00250999 0.0035114 0.00447979
threshold=0.096215000000000023 0.15028500000000003 -0.51030999999999993 0.10721500000000002 0.084270000000000025 -0.046924999999999994 -0.42102499999999998
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7
right_child=-2 -3 3 -5 -6 6 -8
leaf_value=0.00084495586245103896 -0.0019694200395613572 -0.00073061443932114411 -0.00081873794291324633 0.00087754009320580701 0.00070312647685530241 0.00072750286411443885 -1.2619299377233376e-05
leaf_weight=64 52 67 52 51 50 83 3331
leaf_count=64 52 67 52 51 50 83 3331
internal_value=0 1.64441e-05 3.04545e-05 1.5611e-05 2.87577e-06 -6.98977e-06 5.13452e-06
internal_weight=0 3698 3631 3567 3516 3466 3414
internal_count=3750 3698 3631 3567 3516 3466 3414
is_linear=0
shrinkage=0.0995203


Tree=5660
num_leaves=15
num_cat=0
split_feature=10 6 2 9 0 9 7 6 9 9 1 1 5 5
split_gain=0.003493 0.0029625 0.00517615 0.00636161 0.0114276 0.00419523 0.0176551 0.0127406 0.00474441 0.0077073 0.00600025 0.00673695 0.00402397 0.00258955
threshold=0.09056500000000002 0.11481500000000001 -0.073884999999999992 0.094085000000000016 -0.067059999999999995 0.11351500000000002 0.089755000000000015 -0.14889499999999997 0.09697500000000002 0.096130000000000021 0.073820000000000011 -0.076894999999999991 0.62720500000000012 -0.035924999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 8 -7 9 12 11 -10 -1 -9
right_child=-2 2 3 4 -6 7 -8 13 10 -11 -12 -13 -14 -15
leaf_value=4.4047197200065258e-05 0.00067021673690284425 -0.00092888885790490109 -0.00063738893898697467 0.0016773395050252483 -0.00037267299737388693 -0.0018247088167525128 0.0020113549324476433 0.0006682368874837086 -0.0011056458001071092 0.0011039000437758396 -0.0012905694774854098 0.00014790303881521429 0.00095498170957003677 -0.00028619598333022567
leaf_weight=2767 85 86 87 47 62 47 46 49 54 72 53 196 49 65
leaf_count=2767 85 86 87 47 62 47 46 49 54 72 53 196 49 65
internal_value=0 2.43241e-05 -0.000285201 0 0.000503767 5.02525e-05 7.51304e-05 -0.000444848 4.69621e-05 8.64927e-05 -0.000327116 -0.000119589 6.01887e-05 0.000116862
internal_weight=0 3680 282 196 109 3398 3237 161 3191 2888 303 250 2816 114
internal_count=3765 3680 282 196 109 3398 3237 161 3191 2888 303 250 2816 114
is_linear=0
shrinkage=0.0995203


Tree=5661
num_leaves=36
num_cat=0
split_feature=3 17 3 26 1 17 17 2 17 3 3 2 9 17 17 29 8 3 3 3 3 3 3 9 0 8 26 0 17 18 26 4 8 18 3
split_gain=0.00349118 0.00643349 0.00485561 0.0056495 0.0067749 0.00645126 0.00787387 0.0116408 0.00727435 0.0163854 0.0107989 0.00646746 0.00542704 0.00462176 0.00799248 0.0072748 0.00630124 0.00924196 0.0127779 0.0057443 0.0149978 0.0119396 0.00775091 0.00452965 0.00437453 0.00734471 0.00679853 0.00488427 0.0059489 0.00979073 0.00412493 0.00331696 0.00421242 0.00304569 0.00858498
threshold=0.10960500000000002 -0.54752499999999993 0.094410000000000008 -0.019129999999999998 -0.013105 0.060860000000000011 0.51326500000000019 -0.071344999999999992 -0.05543 0.097255000000000022 0.097255000000000022 -0.06454 0.095415000000000014 -0.012064999999999999 -0.015464999999999998 -0.081974999999999992 -0.087374999999999994 0.093245000000000022 0.092300000000000021 0.08785500000000003 0.08844500000000001 0.087495000000000031 0.086850000000000024 0.092605000000000021 -0.057604999999999996 0.068430000000000019 0.12336000000000003 -0.06340999999999998 -0.45791500000000002 -0.065634999999999985 0.12043500000000003 0.13584500000000002 -0.066829999999999987 0.095920000000000019 0.087325000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 -4 8 7 -7 10 -10 -5 -11 -12 14 19 -15 33 18 -18 21 -21 22 -1 -22 26 30 27 28 -3 -30 31 32 -26 34 -17
right_child=1 24 3 5 -6 6 -8 -9 9 11 12 -13 -14 15 -16 16 17 -19 -20 20 23 -23 -24 -25 25 -27 -28 -29 29 -31 -32 -33 -34 -35 -36
leaf_value=-0.00025097156078720081 0.0013323983164352854 0.0012901167265750861 -0.00037296598073611336 0.0011085234228438196 0.00091426892236226576 0.0011807425518035983 -0.00089268834966879586 -0.00058153451451791382 -0.0024284917666018793 -0.001270095154692108 -0.0010775835228231021 0.0002041363025512864 0.00013259358220615373 -0.0010132654041605665 -0.0012428657458553513 -0.00025135721000436753 0.00048539639848917159 0.0016087723198398105 -0.0010331395588624023 0.0015617662254554182 -0.00015386599723681048 -0.0016964360852997334 0.00091568407072003958 0.0006992511746176706 -0.0010308425145218226 -0.0012304701370274265 -0.00077927170865070604 0.0013933680051471191 -0.0011315988746041349 0.00037082789269407297 0.00084896934055579622 0.00051401903697183217 0.00012840698091176364 -0.00063155174462218601 0.00095842584939144124
leaf_weight=420 48 55 78 47 83 89 61 63 60 50 95 70 58 46 56 211 525 62 61 71 346 51 65 75 61 53 51 47 49 340 52 50 61 75 80
leaf_count=420 48 55 78 47 83 89 61 63 60 50 95 70 58 46 56 211 525 62 61 71 346 51 65 75 61 53 51 47 49 340 52 50 61 75 80
internal_value=0 0.000210509 -1.69262e-05 -0.000234371 0.000285555 -0.000376912 5.80195e-05 0.000444939 -0.000622857 -0.00108292 -0.000204711 -0.000403305 -0.000613473 5.91628e-05 -8.47931e-05 0.00020715 0.000263322 0.000449931 0.000325926 -2.0911e-05 0.000223764 -0.000247028 -9.29277e-05 0 0.000143758 -0.000176097 0.000308736 0.000423415 0.000318895 0.000179472 6.97207e-05 -0.000161107 -0.000444508 -6.48325e-05 7.84162e-05
internal_weight=0 867 2898 754 161 593 213 152 380 180 200 120 153 2144 1084 1060 1014 648 586 1028 492 536 485 421 819 277 542 491 444 389 224 172 122 366 291
internal_count=3765 867 2898 754 161 593 213 152 380 180 200 120 153 2144 1084 1060 1014 648 586 1028 492 536 485 421 819 277 542 491 444 389 224 172 122 366 291
is_linear=0
shrinkage=0.0995203


Tree=5662
num_leaves=24
num_cat=0
split_feature=27 3 17 3 3 0 0 3 8 9 4 2 20 21 3 4 8 8 1 20 17 21 20
split_gain=0.00294194 0.00205957 0.00556 0.00446059 0.00612343 0.00665954 0.0102115 0.00723567 0.00642417 0.00393694 0.0171627 0.00955781 0.00575983 0.00622866 0.00506044 0.00291389 0.00264735 0.0124423 0.00249935 0.00941106 0.00670361 0.00473133 0.00141061
threshold=0.11470500000000003 0.10960500000000002 -0.54752499999999993 0.097095000000000029 0.097880000000000023 -0.068604999999999985 -0.072529999999999997 0.10426500000000002 0.0051800000000000014 0.11408000000000003 0.14727500000000002 -0.054390000000000001 -0.058504999999999995 0.10068500000000002 0.11693000000000002 0.097375000000000017 0.0033350000000000007 0.056535000000000009 0.18123500000000006 -1.0000000180025095e-35 0.51775000000000015 -0.014264999999999998 -0.0043699999999999998
decision_type=2 2 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 16 -5 6 8 -7 -6 10 12 -11 13 -4 -14 -9 18 -18 20 -20 21 -1 -19
right_child=-2 2 9 4 5 7 -8 15 -10 11 -12 -13 14 -15 -16 -17 17 22 19 -21 -22 -23 -24
leaf_value=0.00044200634980187659 0.00069580187841995463 0.0011997977720022022 -9.3845467984450488e-05 -0.0013398785825892298 -0.00035043381518343045 -0.0015702379598695961 0.0014354891008483337 0.00039462744444332355 0.00089428048731346119 0.00047680216677587395 0.0019633957168447226 -0.0012793642060200238 0.00033332217368253536 0.00089846751235793409 -0.00047395959931869713 -0.00072049494168844859 0.0016089473962757129 0.00017379185697996791 -0.0014452093851995036 0.00031558087913836712 0.0011400605932342228 -4.847080034103743e-05 -0.00049139070499040023
leaf_weight=219 65 48 121 49 248 60 47 46 49 59 50 63 112 127 240 46 58 62 52 70 53 1759 62
leaf_count=219 65 48 121 49 248 60 47 46 49 59 50 63 112 127 240 46 58 62 52 70 53 1759 62
internal_value=0 1.98142e-05 0.000159076 -1.95523e-05 -0.000276107 -0.000169366 7.08728e-05 -0.000718449 -0.00014232 9.33071e-05 0.000191541 -0.000423361 4.25221e-05 0.000411014 -0.000214772 -0.000154036 3.99781e-05 0.000404549 8.7795e-06 -0.00042821 3.54321e-05 5.41994e-06 -0.000152198
internal_weight=0 3700 820 2880 545 496 344 152 297 772 650 122 600 248 352 92 2335 182 2153 122 2031 1978 124
internal_count=3765 3700 820 2880 545 496 344 152 297 772 650 122 600 248 352 92 2335 182 2153 122 2031 1978 124
is_linear=0
shrinkage=0.0995203


Tree=5663
num_leaves=13
num_cat=0
split_feature=10 5 10 6 2 3 18 3 6 21 5 9
split_gain=0.00262827 0.00271094 0.00250104 0.00223435 0.00482445 0.00752854 0.0170438 0.010167 0.00321421 0.0029983 0.00720151 0.0029631
threshold=0.091445000000000026 0.6362850000000001 0.087045000000000025 0.11481500000000001 -0.073884999999999992 0.10871500000000002 -0.070914999999999992 0.14530500000000005 0.10877500000000002 -0.0050399999999999993 -0.025879999999999997 0.11351500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 6 -6 -7 9 10 -1 -11
right_child=-2 -3 -4 4 5 7 -8 -9 -10 11 -12 -13
leaf_value=-0.00021066792864490991 0.00061215586875519915 0.00076768182406649851 -0.00065296851990477047 -0.00087824577564366512 -0.0006509487571692168 -0.0014935544910470524 0.0020349290291148021 0.00047932742649598966 0.00076251378366452133 1.3076426740398535e-05 0.00061840207342286544 -0.0004517461978536363
leaf_weight=176 75 47 56 85 47 55 46 48 60 2678 249 143
leaf_count=176 75 47 56 85 47 55 46 48 60 2678 249 143
internal_value=0 1.65295e-05 6.61387e-06 1.71395e-05 -0.000251874 1.55906e-05 0.000668748 -0.000566206 4.02524e-05 2.66497e-05 0.000273143 -1.01958e-05
internal_weight=0 3690 3643 3587 281 196 93 103 3306 3246 425 2821
internal_count=3765 3690 3643 3587 281 196 93 103 3306 3246 425 2821
is_linear=0
shrinkage=0.0995203


Tree=5664
num_leaves=21
num_cat=0
split_feature=1 8 8 9 5 5 8 26 8 5 8 5 6 21 26 8 8 26 21 5
split_gain=0.0103335 0.00963172 0.017593 0.00750482 0.012062 0.0554939 0.007253 0.011583 0.00634096 0.00679651 0.0061028 0.0147047 0.00674153 0.00596925 0.00491482 0.00481122 0.00693137 0.0119388 0.00510191 0.00168866
threshold=-0.55579999999999996 -0.057284999999999996 -0.064619999999999997 0.083795000000000022 -0.11517000000000001 -0.16926499999999997 -0.069939999999999988 0.11275500000000002 -0.050299999999999997 -0.54165499999999989 -0.085764999999999994 -0.014374999999999999 0.085760000000000017 -0.023324999999999999 0.083705000000000016 -0.041669999999999992 -0.012329999999999999 -0.025024999999999999 -0.032929999999999994 -0.50544999999999984
decision_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 10 5 19 14 -8 -3 -10 12 -12 13 -2 -6 -11 17 -17 -18 -5
right_child=1 8 -4 4 6 -7 7 -9 9 15 11 -13 -14 -15 -16 16 18 -19 -20 -21
leaf_value=-0.0014467976081815209 0.0012429801998685619 0.0012129409283004719 -0.0018599455589336552 -0.00028813773484930098 -0.0010405609477460241 -0.0031318610373850747 0.0014909700779536714 -0.00051874254849095739 0.001280200525654269 -0.00078037144153587782 -2.136304874156034e-05 0.0021877046244641778 -0.0010081880722800347 3.7470333687521576e-05 -0.00012558407073828302 -0.0003081807594368067 -0.00071811934770316338 0.0016266181412330205 0.00011770964938851512 0.00036397676807332886
leaf_weight=52 46 58 58 60 61 74 68 48 50 59 77 48 54 367 1407 53 79 76 842 110
leaf_count=52 46 58 58 60 61 74 68 48 50 59 77 48 54 367 1407 53 79 76 842 110
internal_value=0 -3.34368e-05 -0.000146229 -0.000104818 -0.000204776 -0.000856593 -0.000103853 0.000652308 0.000195553 0.000143934 0.000202452 0.00082037 3.53031e-05 0.000173722 -0.000164162 9.1966e-05 0.000141763 0.000825355 4.51264e-05 0.000129003
internal_weight=0 3695 2478 2420 1828 244 1584 116 1217 1159 592 125 467 413 1468 1109 1050 129 921 170
internal_count=3747 3695 2478 2420 1828 244 1584 116 1217 1159 592 125 467 413 1468 1109 1050 129 921 170
is_linear=0
shrinkage=0.0995203


Tree=5665
num_leaves=22
num_cat=0
split_feature=18 3 3 3 1 9 1 9 9 1 0 9 6 6 3 20 3 20 3 17 2
split_gain=0.0118855 0.00875865 0.01798 0.00595158 0.0151968 0.00526737 0.04928 0.0185944 0.0122389 0.00685934 0.0195864 0.00477186 0.0131698 0.00648846 0.00462473 0.00487054 0.0125682 0.00806559 0.00584795 0.0126474 0.00411344
threshold=0.31690500000000005 0.092835000000000015 0.092300000000000021 0.094045000000000031 -0.067015000000000005 0.091405000000000028 -0.083284999999999984 0.092855000000000021 0.10407500000000001 0.064860000000000015 -0.092474999999999988 0.089745000000000033 0.088750000000000023 -0.095814999999999997 0.09482500000000002 -0.057024999999999999 0.097595000000000029 -0.077579999999999996 0.097255000000000022 0.056905000000000011 -0.072419999999999998
decision_type=2 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 -8 -9 11 -11 13 -13 -1 -5 16 -16 -18 19 -17 -20
right_child=-2 3 -4 14 -6 6 7 8 -10 10 -12 12 -14 -15 15 18 17 -19 20 -21 -22
leaf_value=0.00058075798703108783 -0.0016381799146512304 -0.00033400123099857026 -0.0018987205586251696 -0.00071608602225452732 0.0019444671245363301 -0.0032904575303310197 0.0017216381858435031 -0.0017472865308058758 0.00034753571064525049 -0.0020120992236099594 0.00065052543928572259 -0.00056453538480136418 0.0017174283521191494 -0.0001196369936791267 0.0018308211279632431 -0.0016029751356275988 -8.9708895016922557e-05 0.00073468292687891266 0.00039707904680117751 0.00035228941027266663 -6.8408804317117899e-05
leaf_weight=145 46 56 58 68 59 51 56 46 68 61 49 46 54 1339 52 66 328 182 278 64 575
leaf_count=145 46 56 58 68 59 51 56 46 68 61 49 46 54 1339 52 66 328 182 278 64 575
internal_value=0 -2.80262e-05 -0.000171487 0.000135301 0.000827834 -0.000118747 -0.000576135 0.000233347 -0.000490563 -5.85922e-05 -0.000818579 -5.2985e-06 0.000659539 -5.06505e-05 8.54192e-05 0.000121226 0.000354965 0.000202881 -1.15751e-05 -0.000634086 8.2338e-05
internal_weight=0 3701 1973 1728 115 1915 221 170 114 1694 110 1584 100 1484 1613 1545 562 510 983 130 853
internal_count=3747 3701 1973 1728 115 1915 221 170 114 1694 110 1584 100 1484 1613 1545 562 510 983 130 853
is_linear=0
shrinkage=0.0995203


Tree=5666
num_leaves=15
num_cat=0
split_feature=18 1 1 3 28 20 2 20 10 20 9 3 3 3
split_gain=0.00963678 0.00754432 0.108377 0.00620599 0.00623972 0.00560271 0.00651856 0.00429159 0.00406463 0.00390746 0.00346186 0.0120859 0.0066324 0.00308333
threshold=0.31690500000000005 0.073820000000000011 0.064860000000000015 0.15778000000000003 0.077350000000000016 -0.048779999999999997 -0.00070500000000000001 -0.080324999999999994 0.086275000000000018 -0.15615999999999999 0.11408000000000003 0.14940500000000004 0.13640000000000005 0.11816500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 7 -3 9 -1 11 12 13 -7
right_child=-2 5 -4 -5 -6 10 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0007500277382916353 -0.0014751479610613785 0.00084363905818668678 -0.0048861213310234259 0.00098330537783704449 -0.0011766574781918524 -3.0279197865766197e-05 0.0015368913923223203 -0.00018724494414453874 0.0006532714699688829 -2.1213343396850237e-05 -0.00062840917156829811 0.0014566213408559307 -0.00096742645150390779 0.00075671553384229614
leaf_weight=75 46 81 46 60 47 197 64 77 86 2717 60 62 64 65
leaf_count=75 46 81 46 60 47 197 64 77 86 2717 60 62 64 65
internal_value=0 -2.5237e-05 -9.22443e-05 -1.80945e-05 -3.89159e-05 0.000276674 0.000685937 0.000336065 -2.00512e-05 -4.10843e-05 7.20423e-05 0.000182469 -5.73429e-05 0.000161843
internal_weight=0 3701 3031 2985 2925 670 222 158 2878 2792 448 388 326 262
internal_count=3747 3701 3031 2985 2925 670 222 158 2878 2792 448 388 326 262
is_linear=0
shrinkage=0.0995203


Tree=5667
num_leaves=34
num_cat=0
split_feature=3 1 21 0 3 6 1 2 2 2 3 17 3 1 9 0 36 17 17 17 1 2 0 2 3 3 20 5 1 3 0 0 6
split_gain=0.0084684 0.0137285 0.0725029 0.0156054 0.0358415 0.00529764 0.0121188 0.00704244 0.00644561 0.0100176 0.0191348 0.00929876 0.00495299 0.0123345 0.00403015 0.012652 0.00357895 0.00347014 0.00701937 0.00659074 0.0070036 0.0082996 0.00445885 0.00435004 0.0105308 0.00639209 0.00538824 0.00703771 0.00484995 0.00485289 0.00420955 0.00567989 0.0024219
threshold=0.092835000000000015 0.064860000000000015 0.086155000000000023 -0.070134999999999989 0.08511500000000001 -0.095814999999999997 1.0000000180025095e-35 -0.086775000000000005 -0.079284999999999994 -0.070354999999999987 0.089655000000000026 0.006145000000000002 0.094045000000000031 -0.067015000000000005 0.09253500000000002 -0.077314999999999981 0.08605500000000002 0.00079000000000000023 0.033280000000000011 0.057560000000000014 -0.050379999999999994 -0.072419999999999998 -0.073464999999999989 -0.010784999999999998 0.10525500000000003 0.10525500000000003 -0.077154999999999987 -0.06241 -0.49056499999999997 0.12551500000000002 1.0000000180025095e-35 -0.066264999999999991 -0.47511999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 32 5 16 6 7 -1 14 11 -11 -10 13 -2 15 -7 -5 23 -19 -20 21 -21 -22 25 -25 26 -14 -28 -27 -30 31 -26 -3
right_child=12 2 -4 4 -6 8 -8 -9 9 10 -12 -13 17 -15 -16 -17 -18 18 19 20 22 -23 -24 24 30 28 27 -29 29 -31 -32 -33 -34
leaf_value=0.00076005219072876448 -0.0003010475004057639 -0.00030833192504382302 -0.0043643369660405209 0.00076503233523324559 -0.0025527226453558511 -5.0418093737736898e-06 0.0015113333585613908 -0.00081747695074601385 -0.00046309456431406991 -0.0010317291540418146 0.0015284233822644724 -0.0023038491822384285 -0.0011179351677603334 0.0017422456405045703 -0.00088534338880271531 0.0016125999194656362 -0.0003969238820398308 -0.0012787210175741915 0.0009160096861642339 3.5637805167760445e-05 -4.0021271454006681e-05 -0.0013110537355509805 0.00096743745329740268 0.0015710435060689481 9.8294158223627062e-05 0.0011469292035471586 0.00097301935014236995 -0.00045503209720673796 -0.0001125752004331659 0.00061347079361963319 -0.00067184407570819937 0.0011671052426034992 0.00057407529232351897
leaf_weight=49 56 51 47 58 80 1111 72 65 70 65 52 46 70 60 46 50 47 48 65 89 202 90 55 68 212 53 46 132 269 137 46 65 75
leaf_count=49 56 51 47 58 80 1111 72 65 70 65 52 46 70 60 46 50 47 48 65 89 202 90 55 68 212 53 46 132 269 137 46 65 75
internal_value=0 -0.000180193 -0.00102771 -9.87805e-05 -0.000964873 0 0.000499584 -0.000132235 -6.48004e-05 -0.000544192 9.91198e-05 -0.00120011 0.000119441 0.000748771 2.70634e-05 6.3919e-05 0.000237122 7.46193e-05 -0.000128812 -1.70068e-05 -0.000157981 -0.000636897 0.000172398 0.00017708 0.000443593 2.85299e-05 -0.000377261 -8.13859e-05 0.000249564 0.000130404 0.000203701 0.000352054 0.000210413
internal_weight=0 1984 173 1811 185 1626 186 114 1440 233 117 116 1763 116 1207 1161 105 1647 549 501 436 179 257 1098 391 707 248 178 459 406 323 277 126
internal_count=3747 1984 173 1811 185 1626 186 114 1440 233 117 116 1763 116 1207 1161 105 1647 549 501 436 179 257 1098 391 707 248 178 459 406 323 277 126
is_linear=0
shrinkage=0.0995203


Tree=5668
num_leaves=17
num_cat=0
split_feature=21 2 6 21 21 1 26 26 2 2 2 5 3 17 17 5
split_gain=0.0067399 0.00463722 0.0126085 0.00357437 0.0154226 0.0158426 0.00640773 0.0100823 0.00646702 0.00702698 0.0063238 0.00391591 0.00807296 0.0074827 0.00615529 0.00595576
threshold=0.17920500000000003 0.31534000000000012 -0.072219999999999993 0.093835000000000016 0.098000000000000018 0.0033150000000000007 0.086255000000000012 0.090455000000000021 0.10674000000000002 -0.095204999999999998 -0.075024999999999994 0.40249000000000007 0.11089500000000001 -0.53896499999999992 -0.45791500000000002 0.25032500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 11 5 -5 8 -8 9 -6 -9 13 -13 -1 -15 -16
right_child=-2 2 -4 4 6 -7 7 10 -10 -11 -12 12 -14 14 15 -17
leaf_value=0.0013489705399986789 0.0011700758695971955 0.00018851896476808092 -0.0017283809814299023 0 0.00048490807470802269 -0.0023405922910537703 0.0016175284142086693 -0.00050357056932910811 0.00066547734366063493 -0.00076267799070275368 0.00053129945230123233 0.00017913196897621151 -0.0013792023751433959 -0.00073071224925428638 0.00010756073250999124 0.0010274865689868342
leaf_weight=49 52 90 54 57 57 59 54 98 60 197 144 85 53 84 2472 72
leaf_count=49 52 90 54 57 57 59 54 98 60 197 144 85 53 84 2472 72
internal_value=0 2.84711e-05 -0.000524634 5.11951e-05 -0.000145228 -0.00119739 5.35136e-05 0.000386837 -0.000258095 -0.000479485 0.000108837 0.000102144 -0.000413427 0.000129028 0.00010597 0.000133918
internal_weight=0 3685 144 3541 726 116 610 296 314 254 242 2815 138 2677 2628 2544
internal_count=3737 3685 144 3541 726 116 610 296 314 254 242 2815 138 2677 2628 2544
is_linear=0
shrinkage=0.0995203


Tree=5669
num_leaves=17
num_cat=0
split_feature=8 21 21 21 20 20 6 26 26 26 21 3 26 26 5 6
split_gain=0.00686462 0.00523278 0.00322945 0.00589132 0.00588045 0.0116668 0.00794305 0.00574383 0.00548939 0.0081346 0.00586915 0.005257 0.0043923 0.00462444 0.00317034 0.00587605
threshold=-0.50270999999999988 0.17920500000000003 0.090995000000000006 0.098000000000000018 -0.079559999999999992 -0.049534999999999996 -0.085609999999999992 -0.2382 0.086255000000000012 0.090455000000000021 0.10343500000000001 0.15108000000000005 0.15222000000000005 0.11991000000000003 0.24444000000000005 -0.088734999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 4 6 -6 -4 -2 14 -10 -11 12 13 -9 15 -5
right_child=1 -3 3 8 5 -7 -8 11 9 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.00081296291391203695 0.001180582550062356 0.0010536295998816547 0.00096589070969977427 -0.00044690960567988992 -0.001886111274276686 -0.00011647871867096367 -0.00083402119763999584 0.00010651401685140583 0.0014565516667046842 0.0011183394830655716 -0.00012655337164642976 -0.0007753875179902619 0.00096895912596347503 -0.00071819474133733724 -0.00082122311574453044 0.00057032391413191867
leaf_weight=91 48 52 49 152 68 83 48 2489 54 46 200 69 57 69 73 89
leaf_count=91 48 52 49 152 68 83 48 2489 54 46 200 69 57 69 73 89
internal_value=0 6.17014e-05 4.71219e-05 -0.000120395 -0.000530026 -0.000918821 6.67732e-05 0.000100276 4.37255e-05 0.000349289 0.000102904 8.06514e-05 0.000103552 8.39481e-05 -0.000245607 -6.78539e-05
internal_weight=0 3646 3594 862 248 151 97 2732 614 300 246 2684 2615 2558 314 241
internal_count=3737 3646 3594 862 248 151 97 2732 614 300 246 2684 2615 2558 314 241
is_linear=0
shrinkage=0.0995203


Tree=5670
num_leaves=17
num_cat=0
split_feature=8 21 21 11 10 21 2 1 26 2 21 2 2 21 4 4
split_gain=0.00556655 0.00424259 0.00262183 0.00502093 0.00554604 0.00478248 0.00626219 0.0123344 0.00445179 0.00909405 0.00487486 0.00424066 0.00557672 0.00388907 0.00364979 0.00589663
threshold=-0.50270999999999988 0.17920500000000003 0.090995000000000006 -0.15511999999999998 0.090150000000000022 0.098000000000000018 -0.083665000000000003 0.05340000000000001 0.086255000000000012 -0.081604999999999997 0.10343500000000001 0.10674000000000002 -0.095204999999999998 0.09360000000000003 0.13707500000000003 0.12631500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 14 6 -4 13 11 -10 -11 12 -7 -8 15 -5
right_child=1 -3 5 4 -6 8 7 -9 9 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.00073205666349899958 0.0010506245179604397 0.00094877221666919741 0.00052050465847279927 9.0861601321594727e-05 -0.00085043303112593879 0.00045540838213053249 -0.0007796966551856815 -0.0020300946903921958 0.0016030181677757589 0.00094984316876431363 -0.00013705662172196811 0.0005178241306482734 -0.00065626783009857124 0.00024245261189601602 -0.00056663057209339408 0.001099173275110666
leaf_weight=91 53 52 49 2477 63 57 71 53 46 51 203 61 196 75 80 59
leaf_count=91 53 52 49 2477 63 57 71 53 46 51 203 61 196 75 80 59
internal_value=0 5.55385e-05 4.23869e-05 9.02968e-05 7.09926e-05 -0.000108508 -0.000477606 -0.000727486 3.92413e-05 0.000314528 7.79564e-05 -0.000221165 -0.000402575 -0.000249013 9.34958e-05 0.000114643
internal_weight=0 3646 3594 2732 2679 862 248 199 614 300 254 314 253 146 2616 2536
internal_count=3737 3646 3594 2732 2679 862 248 199 614 300 254 314 253 146 2616 2536
is_linear=0
shrinkage=0.0995203


Tree=5671
num_leaves=13
num_cat=0
split_feature=8 36 35 9 9 26 17 4 4 0 26 11
split_gain=0.00451511 0.0035929 0.00386593 0.00298645 0.0106771 0.0177632 0.00585587 0.00542035 0.00793065 0.00505972 0.00495144 0.0011441
threshold=-0.50270999999999988 0.088355000000000031 -0.011294999999999999 0.085495000000000029 0.084985000000000019 0.085505000000000012 0.26639000000000007 0.12220000000000002 0.10801000000000002 -0.082794999999999994 0.091195000000000012 -0.085589999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 10 8 9 -5 -4 -3
right_child=1 11 3 7 5 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.00065920220299050397 -0.00087159084360151687 0.00028838263458232929 6.4367830727241597e-05 -0.00022133424768093008 -4.084230797757719e-05 0.0025095116470532104 -0.00091583288035321534 0.00097241999528937682 -0.0012577776368924989 0.00010493900215495368 0.00079214428296876078 0.0010230008475975059
leaf_weight=91 46 46 1169 777 59 49 56 52 53 1192 101 46
leaf_count=91 46 46 1169 777 59 49 56 52 53 1192 101 46
internal_value=0 5.00784e-05 3.39406e-05 4.60481e-05 0.000156571 0.00110868 7.84057e-05 -2.99745e-05 -5.61581e-05 -2.33981e-05 0.000122891 0.00066459
internal_weight=0 3646 3554 3508 1434 108 1326 2074 2022 1969 1270 92
internal_count=3737 3646 3554 3508 1434 108 1326 2074 2022 1969 1270 92
is_linear=0
shrinkage=0.0995203


Tree=5672
num_leaves=19
num_cat=0
split_feature=1 1 18 8 8 8 8 9 8 3 27 6 1 2 1 18 18 1
split_gain=0.00910884 0.0183651 0.00733748 0.00683661 0.00451954 0.0124259 0.00650962 0.00416082 0.00526084 0.0039897 0.00339725 0.00355396 0.0129937 0.00386557 0.00233463 0.00491086 0.00562969 0.00390525
threshold=-0.098224999999999993 -0.112275 0.24916000000000005 -0.47145500000000001 -0.096609999999999988 -0.105475 -0.26194999999999996 0.098465000000000011 0.096835000000000018 0.08708500000000001 -0.086859999999999993 0.11146500000000002 -0.067015000000000005 -0.083104999999999998 -0.50290499999999982 -0.097059999999999994 -0.030229999999999996 -0.52333999999999992
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 -2 5 6 -5 8 14 -8 -6 13 -13 -12 17 -16 -17 -1
right_child=2 -3 -4 4 10 -7 9 -9 -10 -11 11 12 -14 -15 15 16 -18 -19
leaf_value=2.0842725442993239e-05 0.00089108687508441197 0.0021805524812539947 -0.0010437555771024456 -0.00076030150597371877 -0.00074118477480333215 -0.0015729491853167796 -0.00043408654390670931 0.00097201410183657996 -0.00089714485506794906 0.00067824828633231387 -0.00015243391131091071 -0.0017935225384978529 9.4461890201790093e-06 0.00010907671205928546 -0.00071579861174137253 0.0012267880626699538 -5.0197531838904453e-05 0.0010328572720924489
leaf_weight=83 74 50 76 88 66 73 46 58 49 100 864 51 173 1587 68 46 129 72
leaf_count=83 74 50 76 88 66 73 46 58 49 100 864 51 173 1587 68 46 129 72
internal_value=0 0.000359714 -7.7001e-05 -5.32047e-05 -7.6399e-05 -0.000438742 -8.1409e-05 0.000177812 7.29294e-05 0.00032218 -3.55169e-05 -1.78e-05 -0.000397397 1.65578e-05 0.000194418 0 0.00028079 0.000496221
internal_weight=0 555 3198 3122 3048 307 234 505 447 146 2741 2675 224 2451 398 243 175 155
internal_count=3753 555 3198 3122 3048 307 234 505 447 146 2741 2675 224 2451 398 243 175 155
is_linear=0
shrinkage=0.0995203


Tree=5673
num_leaves=21
num_cat=0
split_feature=1 1 18 8 8 3 21 5 9 1 2 2 21 9 9 19 6 5 18 0
split_gain=0.00739364 0.0148863 0.00594821 0.00554503 0.00379285 0.0123365 0.00494998 0.0035233 0.0034725 0.0051894 0.0050883 0.00805773 0.00439858 0.00337278 0.00495057 0.00291042 0.002232 0.00622049 0.00708012 0.00058462
threshold=-0.098224999999999993 -0.112275 0.24916000000000005 -0.47145500000000001 -0.099434999999999996 0.088535000000000016 0.089785000000000018 -0.25464999999999999 -0.073629999999999987 0.066150000000000028 -0.00070500000000000001 -0.018864999999999996 -0.032929999999999994 0.098465000000000011 0.093235000000000026 -0.031244999999999998 0.10384500000000003 0.27139000000000008 -0.097059999999999994 -0.11896
decision_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 -2 5 -5 7 -7 10 15 11 -6 -11 14 16 -10 17 18 -1 -8
right_child=2 -3 -4 4 8 6 19 -9 9 12 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.00088891754566538118 0.00080240568632843371 0.0019635435169121458 -0.0009398808221886218 -0.0014617469900868123 -0.0012058867491786312 -6.3837939595796843e-05 -0.00073511464245325719 0.0011522157444660104 -0.00073811891924724544 -0.00028374813951137013 -0.001317618379853618 0.00035794903777935726 0.00049103480853399713 0.00087527905008066072 -0.00072055531085941872 -4.5011689258757416e-05 -0.00041365590479580796 0.001209270871000354 0.0003584979371809362 -0.00020836289855869855
leaf_weight=57 74 50 76 80 48 46 49 46 62 92 49 101 325 58 67 2104 49 61 213 46
leaf_count=57 74 50 76 80 48 46 49 46 62 92 49 101 325 58 67 2104 49 61 213 46
internal_value=0 0.000324062 -6.93888e-05 -4.79359e-05 -6.88492e-05 -0.000427404 1.07176e-05 0.000535291 -3.41305e-05 -3.02173e-06 -0.000435824 -0.000140343 0.000318136 0.000160116 6.54892e-05 -6.52293e-05 0.000206236 0.000300475 9.21226e-05 -0.000488673
internal_weight=0 555 3198 3122 3048 267 187 92 2781 2583 198 149 417 505 447 2166 380 331 270 95
internal_count=3753 555 3198 3122 3048 267 187 92 2781 2583 198 149 417 505 447 2166 380 331 270 95
is_linear=0
shrinkage=0.0995203


Tree=5674
num_leaves=18
num_cat=0
split_feature=1 5 5 18 8 4 4 26 17 17 8 1 5 1 1 26 1
split_gain=0.00606585 0.0123138 0.0235789 0.00482587 0.00449368 0.00349523 0.00880454 0.00608856 0.00474988 0.00644883 0.003227 0.00280205 0.0178346 0.00503592 0.00435925 0.00919716 0.00475211
threshold=-0.10241499999999999 1.0000000180025095e-35 -0.072535000000000002 0.24916000000000005 -0.47145500000000001 0.10876500000000001 0.10386500000000003 0.092385000000000023 -0.56005499999999986 -0.096019999999999994 -0.26194999999999996 -0.012865 -0.095609999999999987 -0.018369999999999997 -0.0088199999999999997 0.084355000000000027 -0.0072799999999999991
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 6 7 8 -3 -10 -6 12 -12 -14 15 -13 -16
right_child=3 5 -4 -5 10 -7 -8 -9 9 -11 11 14 13 -15 16 -17 -18
leaf_value=2.7803010591133203e-05 0.00072255007948736827 0.0011839169061354762 0.0029575608835536852 -0.0008463436510449153 -0.00065627102995766617 0.00071805199184461755 -0.0012683160662446482 -0.00083668995741989418 -0.00027585892739771632 0.00090792974849434672 -0.0020273111116872527 0.0012961351632556687 -2.4230026817582013e-05 -0.00073738584103748858 -0.00087769980052291945 -0.00023548493513780109 3.6220112119018505e-05
leaf_weight=68 74 52 46 76 88 66 52 53 137 68 48 80 1356 106 59 74 1250
leaf_count=68 74 52 46 76 88 66 52 53 137 68 48 80 1356 106 59 74 1250
internal_value=0 0.000297716 0.00121717 -6.21723e-05 -4.2901e-05 5.0902e-05 -6.84718e-05 0.000130152 0.000332725 0.000112819 -6.16733e-05 -4.3798e-05 -0.000139051 -7.64962e-05 5.39557e-05 0.000554846 -4.34726e-06
internal_weight=0 542 114 3211 3135 428 362 310 257 205 3061 2973 1510 1462 1463 154 1309
internal_count=3753 542 114 3211 3135 428 362 310 257 205 3061 2973 1510 1462 1463 154 1309
is_linear=0
shrinkage=0.0995203


Tree=5675
num_leaves=16
num_cat=0
split_feature=3 18 29 21 0 3 19 18 0 3 17 1 38 4 0
split_gain=0.00603789 0.0221231 0.0034833 0.00328557 0.00318954 0.0081579 0.0054684 0.0056046 0.00515014 0.00467819 0.0112214 0.00389797 0.00208007 0.00460393 0.00262333
threshold=0.082130000000000022 -0.095364999999999991 0.12330000000000002 0.16638500000000003 -0.067839999999999998 0.09339500000000002 -0.031244999999999998 0.22074500000000005 -0.070134999999999989 0.11275500000000002 -0.45791500000000002 -0.072579999999999992 -0.080750000000000002 0.11541000000000003 -0.087504999999999986
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 -2 8 -8 11 -11 -7 -3 14 -14
right_child=2 12 -4 -5 5 9 7 -9 -10 10 -12 -13 13 -15 -16
leaf_value=0.0023780773642429359 -0.0011610569580981613 -0.00046580253441617312 0.00076109353823519189 -0.00087723884431182371 0.0010336601141088116 -0.00011297977967721913 -3.0117659207704899e-05 -0.00098269095099092342 -0.00094195516044487512 0.0012113207398109875 -7.7054057858626145e-05 -0.0011020770870485363 0.00022258410477902309 0.00079310276804363364 -0.00074888232895350959
leaf_weight=48 47 60 52 48 89 174 2502 66 63 88 276 52 61 78 49
leaf_count=48 47 60 52 48 89 174 2502 66 63 88 276 52 61 78 49
internal_value=0 0.000422108 -4.61589e-05 -5.87275e-05 -4.67801e-05 0.000145392 -9.58106e-05 -7.647e-05 -5.28328e-05 1.00117e-05 0.000232172 -0.000344182 4.02323e-05 0.000206087 -0.000202718
internal_weight=0 296 3457 3405 3357 679 2678 2631 2565 590 364 226 248 188 110
internal_count=3753 296 3457 3405 3357 679 2678 2631 2565 590 364 226 248 188 110
is_linear=0
shrinkage=0.0995203


Tree=5676
num_leaves=24
num_cat=0
split_feature=5 9 5 3 2 5 9 5 21 2 2 2 19 3 1 1 3 9 3 0 5 5 5
split_gain=0.00435113 0.00543699 0.00569749 0.00488275 0.00581785 0.00571022 0.00497509 0.00421107 0.00386154 0.00437053 0.0038651 0.00500431 0.00489382 0.00689088 0.00553862 0.00531489 0.0036531 0.00359078 0.00355034 0.00575707 0.00291179 0.00394816 0.00164038
threshold=-0.0050400000000000002 0.11007500000000002 -0.0063549999999999995 0.12015500000000003 0.14153500000000005 -0.50544999999999984 -0.063329999999999984 -0.0038499999999999997 -0.0050399999999999993 -0.084114999999999981 -0.081665000000000001 -0.084979999999999986 0.0069650000000000016 0.086775000000000033 -0.0090649999999999984 -0.013105 0.11523000000000001 0.09697500000000002 0.11089500000000001 -0.080434999999999993 -0.06515 -0.14035499999999998 0.06136500000000001
decision_type=2 2 2 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 16 -5 -7 -2 9 -9 11 18 13 -12 -15 -14 17 -1 19 -10 21 -3 -13
right_child=7 20 -4 5 -6 6 -8 8 10 -11 12 22 15 14 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00010779977161263368 -0.0010014324571462412 0.00045276043777415619 0.0011218300887819734 -0.001305402523043346 0.0010258055489507118 0.00040000218033870854 -0.00065898009514353474 0.0010844774155984163 -0.00053750045872315321 -8.9139443274174597e-05 0.0011820609782280675 -0.00052279981835801146 4.3256410522592971e-05 -0.0001846881934978551 0.00057121371218144597 -0.0014024055296607131 -0.00082014346522526506 -0.00042302473772570039 -0.00089383065717946045 0.00026920527163140737 -4.6586547088739936e-05 0.0016038136329205466 -0.0013570522651309869
leaf_weight=1681 53 91 48 54 62 87 88 56 153 69 55 48 52 375 129 47 47 136 62 204 47 46 55
leaf_count=1681 53 91 48 54 62 87 88 56 153 69 55 48 52 375 129 47 47 136 62 204 47 46 55
internal_value=0 9.28724e-05 4.90607e-05 2.47861e-05 7.67989e-05 -0.000409091 -0.000127837 -0.00013021 -9.41992e-05 0.000430092 -0.000150432 -0.000352695 8.78136e-06 0.000124225 7.16248e-06 -0.000634799 4.4794e-05 6.76177e-05 -0.000197464 -7.42327e-05 0.000612974 0.000845221 -0.000976223
internal_weight=0 2387 2203 2155 1926 229 175 1358 1305 125 1180 522 658 559 504 99 1864 1817 419 357 184 137 103
internal_count=3745 2387 2203 2155 1926 229 175 1358 1305 125 1180 522 658 559 504 99 1864 1817 419 357 184 137 103
is_linear=0
shrinkage=0.0995203


Tree=5677
num_leaves=23
num_cat=0
split_feature=5 27 9 5 5 2 26 26 9 26 19 9 3 2 5 17 5 0 3 5 5 5
split_gain=0.00353255 0.00478587 0.00440793 0.00461989 0.00396693 0.00405542 0.00432747 0.00998306 0.00657878 0.00963751 0.00596202 0.00545558 0.00395884 0.0047173 0.00462832 0.00436184 0.00382238 0.00376046 0.00296249 0.00291981 0.00237359 0.0031889
threshold=-0.0050400000000000002 0.08913500000000002 0.11007500000000002 -0.0063549999999999995 -0.0038499999999999997 -0.24151999999999998 0.08919500000000001 0.091195000000000012 0.087495000000000031 -0.0063299999999999997 0.0069650000000000016 0.084595000000000017 0.12015500000000003 0.14153500000000005 -0.50544999999999984 0.077740000000000017 0.22078000000000006 -0.066264999999999991 0.11523000000000001 -0.0078499999999999976 -0.06515 -0.14035499999999998
decision_type=2 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 -2 -6 8 16 11 -10 -9 -7 13 18 -14 17 -8 -16 19 -1 21 -4
right_child=1 -3 20 -5 5 6 7 10 9 -11 -12 -13 14 -15 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=8.2695845407402172e-05 -0.0010138735024297031 0.0007069554549006008 0.0004077015985928527 0.0010101854437825097 -0.00082420699700881358 8.8213382663856051e-05 -0.00185502735189451 7.5757396090254183e-05 -0.00011886517655487536 0.001183706190536497 -0.0011119107569335833 -0.00064857286398522617 -0.0011754886238428543 0.00092371710179470125 -0.0010624616661800642 0.00056700723157186261 -0.00055957373792693815 6.4010594296883493e-05 -0.0007385225515184362 -0.00067979379766416415 -4.1950212924571498e-05 0.0014442018211600419
leaf_weight=1766 52 66 91 48 77 334 48 322 112 111 48 141 54 62 56 60 47 59 47 51 47 46
leaf_count=1766 52 66 91 48 77 334 48 322 112 111 48 141 54 62 56 60 47 59 47 51 47 46
internal_value=0 -0.000117371 8.36297e-05 4.41411e-05 -0.000160114 -0.000123651 -7.65648e-05 -0.000312124 7.91897e-05 0.000525829 -7.61061e-05 -0.000128772 2.22438e-05 6.91135e-05 -0.000368378 -0.000114649 -0.00122274 -0.000477414 4.02487e-05 6.08435e-05 0.00055197 0.000761699
internal_weight=0 1358 2387 2203 1292 1240 1163 465 698 223 370 475 2155 1926 229 175 95 115 1864 1817 184 137
internal_count=3745 1358 2387 2203 1292 1240 1163 465 698 223 370 475 2155 1926 229 175 95 115 1864 1817 184 137
is_linear=0
shrinkage=0.0995203


Tree=5678
num_leaves=31
num_cat=0
split_feature=5 21 4 18 17 9 8 9 17 8 0 20 8 9 17 0 0 26 5 8 8 17 8 9 18 26 4 4 4 0
split_gain=0.00296482 0.00430979 0.00719394 0.00544246 0.00930406 0.00474593 0.00392631 0.00361837 0.00338958 0.00556211 0.0118825 0.0150909 0.00665403 0.00698225 0.00510187 0.00605735 0.0152683 0.00641165 0.00335002 0.00253397 0.00421483 0.00392369 0.00463651 0.00782008 0.00457513 0.00416513 0.00443841 0.00728844 0.00258143 0.000851998
threshold=-0.0031649999999999998 -0.032929999999999994 0.10543500000000001 -0.013734999999999999 -0.0092949999999999994 0.11479000000000002 -0.084554999999999991 0.13642500000000005 -0.011809999999999999 -0.053049999999999993 -0.071799999999999989 -0.071149999999999991 -0.077889999999999987 0.084345000000000017 -0.008454999999999999 -0.082494999999999999 -0.080884999999999999 0.091765000000000027 -0.00093999999999999997 -0.087374999999999994 -0.091284999999999991 -0.53015499999999993 -0.070134999999999989 0.09550500000000002 -0.099739999999999995 -0.23033499999999998 0.10845500000000002 0.085990000000000025 0.10904000000000003 -0.074264999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -7 9 12 11 -11 13 -3 -10 17 -17 -16 -2 20 28 22 -21 24 -24 -23 27 -27 29 -20
right_child=18 5 -4 6 -6 7 -8 -9 14 10 -12 -13 -14 -15 15 16 -18 -19 19 21 -22 25 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00035883324407279027 -0.00083458310083066225 0.00076783095453079419 -0.0013054778336610085 -0.00016395717346763194 -0.0016211930522167797 0.0012572591288450975 0.00095575932917234025 0.00017749591915766581 -0.00073970023282987336 0.00065562808539433842 0.0010527594635160085 -0.0014369045907851117 0.0015512530063829006 -3.164425724248637e-05 0.00032048445160529835 -0.0014452806248961263 2.9824659699226505e-05 -0.00040985348560774575 -0.00061201568310186461 -0.0013634368683511059 0.0010868071466660497 0.00080135498826529696 0.00093246130925796298 -0.0010981062571602522 -0.00033719265026197246 -0.00013477416307364386 -0.00088816953515183166 0.00091122352224911555 0.00059722194307627006 0
leaf_weight=47 61 193 56 60 46 62 62 65 88 54 56 91 49 242 714 86 357 142 47 49 46 55 52 69 60 606 64 74 46 46
leaf_count=47 61 193 56 60 46 62 62 65 88 54 56 91 49 242 714 86 357 142 47 49 46 55 52 69 60 606 64 74 46 46
internal_value=0 7.32552e-05 -0.000300358 -3.4751e-05 -0.000611733 0.000119671 0.000398369 0.000711071 8.30267e-05 0.000264181 -0.000172948 -0.000651971 0.000447407 0.000321184 -5.84986e-06 4.32342e-05 -0.000254691 0.000198374 -0.000113562 -7.66586e-05 0.000260912 -0.000138145 -0.000500609 -0.000262502 0.000244981 -3.27813e-05 -9.5545e-05 -1.97411e-05 -6.51631e-06 -0.000313942
internal_weight=0 2470 271 215 93 2199 122 127 2072 685 201 145 484 435 1387 1299 443 856 1275 1214 185 1029 230 181 112 799 744 680 139 93
internal_count=3745 2470 271 215 93 2199 122 127 2072 685 201 145 484 435 1387 1299 443 856 1275 1214 185 1029 230 181 112 799 744 680 139 93
is_linear=0
shrinkage=0.0995203


Tree=5679
num_leaves=12
num_cat=0
split_feature=0 9 3 27 3 23 6 8 4 21 29
split_gain=0.0024994 0.00473322 0.00433914 0.00236067 0.00256812 0.00348154 0.00326981 0.00239284 0.00619961 0.00984469 0.00416416
threshold=0.11291000000000002 0.095950000000000021 0.10502000000000002 -0.032854999999999995 -0.02172 -0.063684999999999992 -0.09007999999999998 -0.49499500000000002 0.11860000000000002 0.10683000000000002 0.0044100000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 -5 -7 10 -10 -9
right_child=1 -3 -4 4 5 7 -8 8 9 -11 -12
leaf_value=0.00055189921123926112 -0.00050956534610553585 -0.0010321234272311337 0.00070548703441868153 1.0490631763364756e-05 -0.00076588111996224884 -0.0005359260219574164 0.0010928685219099238 3.9369685352030665e-06 0.001044417674225803 -0.00039955299171934679 -0.00093026262950250595
leaf_weight=83 66 65 52 67 58 77 49 2973 137 70 48
leaf_count=83 66 65 52 67 58 77 49 2973 137 70 48
internal_value=0 -0.000349913 1.8944e-05 2.71034e-05 1.43478e-05 -1.2898e-06 0.000474759 1.18805e-05 2.52013e-05 0.000552164 -1.06354e-05
internal_weight=0 183 118 3562 3479 3363 116 3305 3228 207 3021
internal_count=3745 183 118 3562 3479 3363 116 3305 3228 207 3021
is_linear=0
shrinkage=0.0995203


Tree=5680
num_leaves=12
num_cat=0
split_feature=18 19 8 12 10 0 0 0 5 8 8
split_gain=0.00431556 0.00355357 0.00336654 0.00258587 0.00576644 0.00367003 0.0038261 0.00845271 0.0034935 0.0072775 0.0032757
threshold=0.19545000000000004 -0.09028499999999999 -0.082244999999999999 0.098385000000000028 0.09056500000000002 -0.066735000000000003 -0.069824999999999984 -0.071029999999999996 0.18340500000000004 -0.07106999999999998 0.0017700000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 -3 10 -10 -7
right_child=2 3 -4 -5 -6 8 -8 -9 9 -11 -12
leaf_value=0.00061883266612252675 -7.6388490741699096e-05 -4.0387032610213247e-05 0.00098789955037302144 -0.00079856199427575313 0.00081074850006070934 4.8349693584631806e-05 0.00060534426627011789 -0.0013739189254218078 -0.001574328647173511 -0.00031393036931613288 -0.00067060281700913771
leaf_weight=72 49 2621 69 50 71 298 87 48 57 237 79
leaf_count=72 49 2621 69 50 71 298 87 48 57 237 79
internal_value=0 -7.19539e-05 0.000539012 -8.62028e-05 -7.57864e-05 -9.43924e-05 -4.32284e-05 -6.46764e-05 -0.000303318 -0.000561078 -0.000100135
internal_weight=0 3620 118 3548 3498 3427 2756 2669 671 294 377
internal_count=3738 3620 118 3548 3498 3427 2756 2669 671 294 377
is_linear=0
shrinkage=0.0995203


Tree=5681
num_leaves=14
num_cat=0
split_feature=18 26 19 20 20 20 20 8 20 1 26 20 26
split_gain=0.00349165 0.00301751 0.00288295 0.00257546 0.00223268 0.0048971 0.00442208 0.00432713 0.00873368 0.00745764 0.00289052 0.00593479 0.0040177
threshold=0.19545000000000004 0.090095000000000022 -0.09028499999999999 -0.24910499999999999 -0.083404999999999993 -0.084949999999999984 -0.08231999999999999 -0.086304999999999993 -0.099079999999999988 -0.0090649999999999984 -0.063069999999999987 -0.081424999999999984 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 7 -6 8 -5 -9 12 -12 -8
right_child=1 -3 3 4 6 -7 10 9 -10 -11 11 -13 -14
leaf_value=0.00055724627755876315 5.5542868143764787e-05 0.001093447559746961 -0.00073109557247598292 0.00018304930788042576 -0.0009299521888055033 0.00099454371136379455 3.9100412855529212e-05 -0.00020941982192248119 -0.0015048517300536325 0.00087388922220576375 0.00097767678155174977 -0.00013743040860099699 0.00095616280696327288
leaf_weight=72 70 48 59 78 62 58 320 147 49 109 48 2562 56
leaf_count=72 70 48 59 78 62 58 320 147 49 109 48 2562 56
internal_value=0 0.000484679 -6.48155e-05 -7.76698e-05 -6.63856e-05 0.000142161 -9.68277e-05 1.09417e-05 -0.000461743 0.000248635 -7.92549e-05 -0.000116609 0.000177861
internal_weight=0 118 3620 3548 3489 441 3048 383 127 256 2986 2610 376
internal_count=3738 118 3620 3548 3489 441 3048 383 127 256 2986 2610 376
is_linear=0
shrinkage=0.0995203


Tree=5682
num_leaves=13
num_cat=0
split_feature=18 6 3 0 4 8 19 0 0 2 9 26
split_gain=0.00283905 0.00349242 0.00904733 0.00388894 0.00312174 0.0028322 0.00280261 0.00260091 0.00804842 0.00647494 0.00484275 0.0044772
threshold=0.19545000000000004 0.11816500000000002 0.097880000000000023 -0.072694999999999996 0.15028500000000003 -0.082244999999999999 -0.09028499999999999 0.019150000000000004 0.048265000000000009 0.096520000000000022 0.11819000000000003 0.11991000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -2 -1 10 -9 -10 11 -8
right_child=5 2 3 -5 -6 -7 7 8 9 -11 -12 -13
leaf_value=0.00062872366881351052 -0.00012701407982376321 -0.0014613497755052128 0.00068733503762955894 -0.00041863774589219715 -0.00082371214321682749 0.00084962513791908155 -1.8754174127719565e-06 -0.0014168879620519257 -0.00033947242443269044 0.00092303291407820924 0.00071491874939262829 -0.00057129072033693692
leaf_weight=64 49 62 50 85 49 69 2783 54 189 51 89 144
leaf_count=64 49 62 50 85 49 69 2783 54 189 51 89 144
internal_value=0 -5.82975e-05 -0.000466097 -2.9542e-06 -3.45887e-05 0.000437134 -2.28858e-05 -3.57322e-05 -0.000318359 -6.7779e-05 -7.91027e-06 -3.01687e-05
internal_weight=0 3620 197 135 3423 118 3374 3310 294 240 3016 2927
internal_count=3738 3620 197 135 3423 118 3374 3310 294 240 3016 2927
is_linear=0
shrinkage=0.0995203


Tree=5683
num_leaves=16
num_cat=0
split_feature=2 3 17 3 18 3 3 18 18 3 0 19 21 26 3
split_gain=0.00230525 0.00767474 0.00588553 0.00570694 0.00461961 0.00579757 0.00675507 0.0035581 0.00368357 0.00331868 0.0019348 0.00184927 0.00393352 0.00283099 0.00677135
threshold=0.097285000000000024 0.10726500000000001 0.0047200000000000011 0.11360500000000003 0.10085500000000001 0.12168500000000003 0.15108000000000005 0.19545000000000004 0.14808000000000004 0.096265000000000031 -0.08076499999999999 -0.09028499999999999 0.13765500000000006 -0.2382 0.13640000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 9 -3 5 -5 -7 8 11 -2 -9 -1 13 -13 -15
right_child=1 3 -4 4 -6 6 -8 10 -10 -11 -12 12 -14 14 -16
leaf_value=0.00049894645074196524 -0.00065462410961038416 0.0010099577197593902 0.00012716648760925368 -0.0012953249609371762 0.00063659205327802127 0.00059449138669026471 -0.00083671364375576332 0.00014573715587396508 -0.00085098286821472095 -0.0017658649162646239 0.0010309217634119031 0.0006119705741219906 0.00076504183076274706 -2.9446385673763171e-05 -0.00091640652290821752
leaf_weight=68 59 51 46 51 56 73 59 55 53 54 48 64 61 2852 88
leaf_count=68 59 51 46 51 56 73 59 55 53 54 48 64 61 2852 88
internal_value=0 -0.000249853 -0.000805849 5.21627e-05 -0.000148795 -0.000393606 -3.90123e-05 -9.12411e-06 -2.79806e-05 -0.0011929 0.000566198 -1.37969e-05 -2.54397e-05 -4.17639e-05 -5.62733e-05
internal_weight=0 449 159 290 239 183 132 3289 3186 113 103 3133 3065 3004 2940
internal_count=3738 449 159 290 239 183 132 3289 3186 113 103 3133 3065 3004 2940
is_linear=0
shrinkage=0.0995203


Tree=5684
num_leaves=32
num_cat=0
split_feature=0 18 18 17 17 0 26 26 3 3 0 8 0 3 0 0 3 9 3 20 20 3 19 22 26 3 20 3 3 9 2
split_gain=0.00550705 0.00865022 0.00528076 0.00989429 0.015982 0.0170379 0.0137367 0.00669795 0.00790286 0.00760563 0.0104483 0.00710582 0.00804092 0.00714418 0.00578623 0.00425352 0.00358643 0.00344766 0.00317054 0.00295863 0.00607911 0.00549487 0.00392206 0.00451566 0.00396373 0.00271607 0.00258399 0.00247347 0.0092897 0.00535184 0.00127938
threshold=0.048265000000000009 -0.063154999999999989 -0.070914999999999992 -0.0073949999999999997 0.0047200000000000011 -0.08317999999999999 0.090385000000000021 0.089365000000000014 0.087625000000000022 0.085355000000000028 -0.088174999999999989 -0.070134999999999989 -0.078664999999999999 0.11578500000000001 -0.069955000000000003 -0.080434999999999993 0.11089500000000001 0.091405000000000028 0.08345000000000001 -0.085504999999999984 -0.091229999999999992 0.090835000000000013 0.12477000000000003 0.10589000000000003 0.089005000000000015 0.10960500000000002 -0.072324999999999987 0.09742000000000002 0.096265000000000031 0.08846500000000003 -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 2 2 2 2
left_child=2 -2 3 7 -5 -6 -7 8 9 18 -11 12 -9 -14 15 -10 17 -3 -1 20 21 -4 23 27 -24 30 -16 28 -21 -29 -23
right_child=1 16 19 4 5 6 -8 11 14 10 -12 -13 13 -15 26 -17 -18 -19 -20 22 -22 25 24 -25 -26 -27 -28 29 -30 -31 -32
leaf_value=-0.00032440901363160111 0.0012397520583609053 -9.2890857018720978e-05 0.00081158069493532153 -0.002227170629872665 0.00075429598945757586 -0.0023169447133288873 1.3529407752376087e-05 -0.0019887900351822554 0.00043580673380725027 0.00029446079658410914 -0.0015591214932360723 0.00018367388371875743 0.00043905113437421324 -0.0012698084370838672 -0.00073457021037250526 0.0014090412331652542 -0.00057176642813413245 0.0010025160072734088 0.00074759013019410139 5.0685151211765094e-05 -0.0013093219667148842 -0.00031413486762043945 -0.0011423441727926179 0.00095777231579436631 5.6297512066768152e-05 7.542118335617861e-05 0.00030742657434949333 -4.4378482585200968e-05 -0.0012584100320928841 0.00052928760796155624 -0.0010726027330795606
leaf_weight=47 86 67 54 59 79 52 47 49 160 48 78 87 48 48 47 64 64 48 63 1299 47 49 52 59 55 83 46 328 56 312 47
leaf_count=47 86 67 54 59 79 52 47 49 160 48 78 87 48 48 47 64 64 48 63 1299 47 49 52 59 55 83 46 328 56 312 47
internal_value=0 0.000419261 -5.13303e-05 -0.000241343 -0.000805234 -0.000329318 -0.00120229 -7.00554e-05 0.000117029 -0.000316982 -0.000846498 -0.000519521 -0.000947084 -0.000406852 0.000442723 0.000717529 2.04849e-05 0.000357204 0.000282112 2.7889e-05 -0.000275921 -6.39529e-05 6.76324e-05 9.85683e-05 -0.000518569 -0.000332654 -0.000210372 7.27479e-05 -2.81357e-06 0.000234005 -0.000693996
internal_weight=0 265 3463 1022 237 178 99 785 553 236 126 232 145 96 317 224 179 115 110 2441 280 233 2161 2054 107 179 93 1995 1355 640 96
internal_count=3728 265 3463 1022 237 178 99 785 553 236 126 232 145 96 317 224 179 115 110 2441 280 233 2161 2054 107 179 93 1995 1355 640 96
is_linear=0
shrinkage=0.0995203


Tree=5685
num_leaves=23
num_cat=0
split_feature=10 10 23 0 2 2 4 8 8 8 8 26 4 9 9 8 20 17 4 4 9 5
split_gain=0.00508561 0.00606494 0.00426361 0.00491314 0.00465232 0.0130673 0.00814157 0.00430533 0.00891611 0.00676906 0.00579151 0.00428482 0.00390057 0.00638186 0.00940067 0.00737162 0.00587812 0.0082344 0.00674027 0.0128988 0.00526664 0.00316333
threshold=0.085705000000000017 0.090150000000000022 0.086650000000000019 -0.091134999999999994 0.0040650000000000018 0.097285000000000024 0.11541000000000003 -0.086914999999999992 -0.087444999999999995 -0.086304999999999993 -0.088144999999999987 0.11880500000000002 0.086380000000000026 0.091885000000000022 0.088510000000000019 -0.012839999999999999 -0.060199999999999997 -0.065004999999999993 0.10495500000000003 0.11995000000000003 0.087695000000000009 0.27287000000000011
decision_type=2 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 7 -6 21 8 10 -9 -5 -11 13 14 20 -15 17 -14 -18 -20 -1 -7
right_child=1 -3 -4 4 5 6 -8 9 -10 11 -12 -13 16 15 -16 -17 18 -19 19 -21 -22 -23
leaf_value=0.00043126771076821261 0.0011539041685118751 -3.5592467761599671e-05 -0.00089555458018105198 0.00013558175389880844 0.0016974239130441893 -0.0012637967678809014 0.00078047514728723383 -0.0013303777670050478 0.0013362753875039901 -0.00022551560409524101 -0.00094583543403432857 0.00029472328782549888 -0.0014735091939934507 0.00030085480941752528 0.0015210706817312667 -0.0012631610349953678 -0.00065561128351681317 0.00010348810817341351 0.0014286303031677112 -0.00021930820438185349 -0.00066523194717101801 -0.00013134176623003695
leaf_weight=350 79 89 57 316 53 46 64 52 54 1647 58 172 61 75 74 49 68 69 83 107 49 56
leaf_count=350 79 89 57 316 53 46 64 52 54 1647 58 172 61 75 74 49 68 69 83 107 49 56
internal_value=0 0.000518882 -4.13002e-05 -2.71662e-05 -0.000101082 0.000336098 -9.36109e-05 -0.000143083 0.000140524 -0.000208397 -2.99359e-05 -0.000175873 0.000160957 0.000320897 0.000488175 -0.000310582 -8.30274e-05 -0.000630191 0.000189502 0.000496272 0.000294558 -0.000650083
internal_weight=0 168 3560 3503 2518 219 166 2299 428 1871 374 1819 985 597 473 124 388 130 258 190 399 102
internal_count=3728 168 3560 3503 2518 219 166 2299 428 1871 374 1819 985 597 473 124 388 130 258 190 399 102
is_linear=0
shrinkage=0.0995203


Tree=5686
num_leaves=11
num_cat=0
split_feature=2 22 22 17 18 18 17 17 2 18
split_gain=0.00445171 0.00277846 0.00314052 0.00266505 0.00332455 0.0070843 0.00610354 0.0180458 0.00796654 0.00363763
threshold=-0.241895 0.13292500000000004 0.11657000000000002 -0.56368999999999991 -0.013125 -0.011569999999999999 -0.0065549999999999992 0.0047200000000000011 0.08666500000000002 -0.0079049999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 8 -8 -5 -7
right_child=1 -3 -4 4 5 9 7 -9 -10 -11
leaf_value=0.00081477445096172986 0.00059302589207277097 0.00073064933419019038 -0.00084763233167261328 -0.00012118289695382677 0.0011766239128058599 -0.00053504759052263782 -0.0020647713066025879 -0.00019956133806532395 0.00079628361535202645 4.3664361525132734e-05
leaf_weight=63 67 47 47 944 53 114 61 335 104 1893
leaf_count=63 67 47 47 944 53 114 61 335 104 1893
internal_value=0 -2.87345e-05 -3.88256e-05 -2.79512e-05 -4.00585e-05 4.07875e-05 -0.00015596 -0.000488946 -2.93554e-05 1.03849e-05
internal_weight=0 3665 3618 3571 3504 2060 1444 396 1048 2007
internal_count=3728 3665 3618 3571 3504 2060 1444 396 1048 2007
is_linear=0
shrinkage=0.0995203


Tree=5687
num_leaves=14
num_cat=0
split_feature=1 18 10 23 0 21 21 3 21 26 21 3 5
split_gain=0.00684298 0.0119218 0.00345496 0.0038067 0.00496932 0.00360731 0.00421194 0.0174546 0.00471971 0.00344806 0.00321538 0.0100697 0.00332264
threshold=-0.50763499999999995 -0.019539999999999998 0.09056500000000002 0.086650000000000019 -0.087724999999999984 -0.085574999999999998 -0.018669999999999996 0.089165000000000022 -0.0092899999999999996 -0.15866 0.10683000000000002 0.10850000000000003 -0.0050400000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 -6 7 -7 -8 -2 12 -12 -11
right_child=2 -3 -4 -5 5 6 8 -9 -10 10 11 -13 -14
leaf_value=0.0018829661414350987 0.00089789620849661052 -5.4710977063999826e-05 0.0006071278288670999 -0.00085394272526418942 0.00054624945143295607 -0.0022644562970068087 0.00084465281716392462 0.00013414703113539191 -0.00014217835306114859 0.00021732301715083585 0.00048466840596972095 -0.001126368274691515 -0.00029733725340323134
leaf_weight=51 54 80 80 58 75 46 49 85 1957 897 74 79 143
leaf_count=51 54 80 80 58 75 46 49 85 1957 897 74 79 143
internal_value=0 0.000693403 -3.87443e-05 -5.36685e-05 -4.00129e-05 -0.000129752 -0.00015386 -0.000701862 -0.000117665 0.000118515 8.25509e-05 -0.000341824 0.00014577
internal_weight=0 131 3597 3517 3459 2212 2137 131 2006 1247 1193 153 1040
internal_count=3728 131 3597 3517 3459 2212 2137 131 2006 1247 1193 153 1040
is_linear=0
shrinkage=0.0995203


Tree=5688
num_leaves=16
num_cat=0
split_feature=21 21 21 3 21 2 3 3 8 8 26 18 2 2 18
split_gain=0.0122962 0.00682513 0.0051371 0.0188752 0.0112706 0.0126838 0.00528748 0.03751 0.00568042 0.0177644 0.00610844 0.00489912 0.00348792 0.00402002 0.00303834
threshold=-0.10223999999999998 0.15372000000000005 -0.015149999999999999 0.11523000000000001 -0.026109999999999998 0.094050000000000022 0.092900000000000024 0.092395000000000019 -0.097604999999999997 -0.11061499999999999 0.11377500000000003 -0.023444999999999997 0.42136500000000005 0.31534000000000012 0.14607000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 11 7 8 9 -4 -10 -2 13 14 -8
right_child=1 -3 6 -5 -6 -7 12 -9 10 -11 -12 -13 -14 -15 -16
leaf_value=0.0013402854847571022 0.00058532997541455912 -0.00079581149992843947 0.00014081185784725424 0.0015408405533347688 -0.0019117058763038883 -0.0017745629939091793 -3.1309507648474663e-05 0.0028455491821223612 0.00015426286273344602 0.0023492127683887552 -0.00087725884616521939 -0.00037165321314834495 0.00082330391364417231 -0.00091768553122119139 0.00055189789529530109
leaf_weight=79 94 85 149 50 50 46 1279 54 1444 48 59 121 50 48 95
leaf_count=79 94 85 149 50 50 46 1279 54 1444 48 59 121 50 48 95
internal_value=0 8.44596e-05 0.000105547 -0.000249646 -0.000540138 -0.000274249 0.000145548 0.000262279 0.000179741 0.000683055 0.000113226 4.29412e-05 5.89886e-06 -2.22669e-05 8.41837e-06
internal_weight=0 3672 3587 361 311 261 3226 1754 1700 197 1503 215 1472 1422 1374
internal_count=3751 3672 3587 361 311 261 3226 1754 1700 197 1503 215 1472 1422 1374
is_linear=0
shrinkage=0.0995203


Tree=5689
num_leaves=22
num_cat=0
split_feature=20 20 20 21 20 0 0 20 26 26 4 8 8 29 4 3 18 18 21 26 18
split_gain=0.0135641 0.00688418 0.0121625 0.0373375 0.0119286 0.0070317 0.00713218 0.0156574 0.00625237 0.00595951 0.00746907 0.00439666 0.0115203 0.00526815 0.00467168 0.00622279 0.00423042 0.00333939 0.00204746 0.00308868 0.00275425
threshold=-0.40431 -0.083495 -0.080754999999999993 0.090585000000000013 -0.084724999999999995 -0.040384999999999997 -0.085684999999999997 -0.08588999999999998 0.084685000000000024 0.081750000000000031 0.086380000000000026 -0.09602999999999999 -0.10833 0.0035350000000000004 0.11785500000000003 0.13345500000000002 -0.020389999999999998 -0.087989999999999985 0.11459000000000003 0.094605000000000022 0.11362500000000002
decision_type=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 9 17 -3 10 -2 12 14 18 16 -16 -4 -8 20 -20 -13
right_child=1 2 11 -5 -6 -7 7 -9 -10 -11 -12 13 -14 -15 15 -17 -18 -19 19 -21 -22
leaf_value=0.0017290633012326164 0.00077174940932941928 -0.00083409511710396387 0.00064063514996542861 0.002959150008157929 -0.0017375406653661052 -0.0010985881308499636 -0.00065168728575336896 0.0021023189430117058 0.00055502474228420349 -0.0010113477086149091 -0.00064153543256380762 0.00012240014779553535 0.0014382585970110042 -0.00076172278149155262 0.0014191310010801734 4.5618344540771899e-05 -0.00038768413590835169 0.00037711412710969544 -0.00051629050107692711 0.00023684713447714317 -0.00026181605984451108
leaf_weight=50 73 56 51 60 49 61 52 46 75 80 75 2042 82 80 54 86 173 78 140 86 202
leaf_count=50 73 56 51 60 49 61 52 46 75 80 75 2042 82 80 54 86 173 78 140 86 202
internal_value=0 7.78608e-05 0.00013254 0.000902967 -0.000259579 -0.000102076 4.63613e-05 0.000524056 -3.25485e-05 -0.000318795 5.00265e-05 8.31508e-05 0.000371601 3.23793e-05 0.00012906 0.000581249 -0.000149903 -2.81094e-05 5.84307e-05 -0.000226076 8.7449e-05
internal_weight=0 3701 3187 191 514 465 404 176 131 228 148 2996 446 2550 364 140 224 130 2470 226 2244
internal_count=3751 3701 3187 191 514 465 404 176 131 228 148 2996 446 2550 364 140 224 130 2470 226 2244
is_linear=0
shrinkage=0.0995203


Tree=5690
num_leaves=20
num_cat=0
split_feature=20 20 20 3 2 20 2 2 1 3 1 8 8 9 2 17 1 0 3
split_gain=0.0109972 0.00558991 0.00985941 0.0327935 0.0106764 0.00966865 0.00582877 0.0113612 0.00558488 0.00936066 0.0115277 0.00409388 0.0133711 0.00594242 0.00580412 0.00361249 0.00425788 0.00319551 0.00232916
threshold=-0.40431 -0.083495 -0.080754999999999993 0.091865000000000016 -0.082234999999999989 -0.084724999999999995 -0.086254999999999984 -0.089549999999999991 0.00095500000000000023 0.086605000000000029 -0.017214999999999998 -0.10337499999999999 -0.11257499999999999 -0.095574999999999993 0.50951500000000005 -0.56005499999999986 -0.50763499999999995 -0.14075499999999999 0.092835000000000015
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 18 9 -8 -11 12 14 -13 17 -15 -17 -4 -2
right_child=1 2 11 -5 -6 -7 8 -9 -10 10 -12 13 -14 15 -16 16 -18 -19 -20
leaf_value=0.001556986555029716 -0.00073336739681074362 0.0010098326905883682 0.00045231303906629537 0.0026945156253784632 -0.00083465797134521394 -0.001564620351279419 0.00039752773812557515 0.0012174285140169304 0.00021227347364204271 -0.0003918204093156773 -0.0024369467785850009 -0.0010436637110727421 0.001880771014129929 -0.00060159672029772644 0.0010899660538980687 0.00088150260033916666 5.1592088566884211e-05 -0.00027084200253533303 8.8073651401344522e-05
leaf_weight=50 60 52 89 62 77 49 47 81 87 66 48 50 51 81 54 63 2420 188 76
leaf_count=50 60 52 89 62 77 49 47 81 87 66 48 50 51 81 54 63 2420 188 76
internal_value=0 7.01121e-05 0.000119401 0.000813103 -8.47963e-05 -0.000233904 -9.19173e-05 0.000282504 -0.000422837 -0.000771117 -0.00126011 7.49028e-05 0.000379408 3.00904e-05 0.000145607 5.13488e-05 7.29787e-05 -3.55372e-05 -0.000268308
internal_weight=0 3701 3187 191 129 514 465 217 248 161 114 2996 382 2614 331 2564 2483 277 136
internal_count=3751 3701 3187 191 129 514 465 217 248 161 114 2996 382 2614 331 2564 2483 277 136
is_linear=0
shrinkage=0.0995203


Tree=5691
num_leaves=26
num_cat=0
split_feature=20 5 17 8 5 21 9 4 1 20 21 18 18 21 8 20 29 9 9 2 8 8 8 5 17
split_gain=0.00891527 0.00492412 0.0777019 0.0363284 0.00476603 0.00763291 0.00635882 0.0110669 0.00527409 0.00452281 0.004725 0.0215148 0.00530487 0.00472243 0.00494085 0.00927153 0.00468774 0.00831575 0.0181856 0.00831417 0.00486539 0.00999644 0.00702741 0.00422007 0.00151638
threshold=-0.40431 -0.095169999999999991 -0.008069999999999999 -0.050299999999999997 -0.14118999999999998 0.098000000000000018 0.11408000000000003 0.14727500000000002 0.18123500000000006 -0.0064400000000000004 -0.018669999999999996 -0.084954999999999989 -0.023444999999999997 -0.0086749999999999987 0.0065600000000000007 -0.083135000000000001 -0.036879999999999996 0.083925000000000013 0.082335000000000019 -0.018864999999999996 -0.083674999999999986 -0.081915000000000002 -0.086404999999999996 -0.084089999999999984 0.19454500000000005
decision_type=2 2 2 2 2 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 24 7 8 -4 10 11 -3 -13 -12 23 -16 -11 18 19 -18 22 -22 -19 -15 -6
right_child=1 9 4 -5 5 -7 -8 -9 -10 16 13 12 -14 14 15 -17 17 20 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0014020349154406479 0.0049400286004061831 -0.0020198720862306049 0.00056316686307294811 0.00097927028946287378 -0.0015267152991379923 0.00044110402545856348 -0.00081945611916347356 0.0016360049187902214 -0.00013962205421883951 -0.00061035965288612438 0.00081968423562042301 0.00059690421576436762 -0.00055234291589452975 -0.00081059275680074605 3.9064391038910702e-05 -0.0018132563812125579 -0.00062652624629520425 -4.467734316128273e-06 0.0019309958845488662 0.00056883518193375524 0.0010591420652747421 3.1546826945206023e-05 -0.00089708627691231389 6.4993176153475832e-05 -0.00067141325571241873
leaf_weight=50 47 70 143 46 46 47 72 47 404 88 57 87 73 60 62 46 85 328 76 177 107 774 120 593 46
leaf_count=50 47 70 143 46 46 47 72 47 404 88 57 87 73 60 62 46 85 328 76 177 107 774 120 593 46
internal_value=0 6.31786e-05 0.000265994 0.00298975 -4.76585e-05 -0.000578288 6.18594e-05 0.000170064 4.26087e-05 -1.50571e-06 -0.000165385 -0.000564267 6.74438e-05 -5.22289e-05 -0.000118612 -0.000742308 9.58885e-05 0.000133662 0.000574511 0.000177903 2.09263e-05 0.00015728 -0.000245389 -1.42052e-05 -0.00110796
internal_weight=0 3701 898 93 805 139 666 594 547 2803 1048 230 160 818 761 108 1755 1667 338 262 1329 881 448 653 92
internal_count=3751 3701 898 93 805 139 666 594 547 2803 1048 230 160 818 761 108 1755 1667 338 262 1329 881 448 653 92
is_linear=0
shrinkage=0.0995203


Tree=5692
num_leaves=9
num_cat=0
split_feature=17 18 20 21 0 20 8 18
split_gain=0.00517345 0.00630137 0.00457199 0.00273784 0.00431617 0.00325864 0.00310341 0.00263504
threshold=-0.56137499999999996 0.26473000000000008 -0.23803499999999997 -0.096850000000000006 -0.25289499999999993 -0.15314999999999998 -0.083849999999999994 -0.026374999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 -5 -6 -7 -1
right_child=1 -3 3 4 5 6 -8 -9
leaf_value=-0.00025636234558040343 -0.00074067048402813227 -0.0010487252767887232 -0.00071616002300664246 0.00087655190064363545 0.00076838558839985663 7.7094008027330229e-05 -0.00011855757043252196 -0.0013424822035083977
leaf_weight=46 91 63 56 53 50 1331 2013 47
leaf_count=46 91 63 56 53 50 1331 2013 47
internal_value=0 -6.14557e-05 -4.39218e-05 -2.55882e-05 -1.41316e-05 -2.82816e-05 -4.04383e-05 -0.000814064
internal_weight=0 3657 3594 3503 3447 3394 3344 93
internal_count=3750 3657 3594 3503 3447 3394 3344 93
is_linear=0
shrinkage=0.0995203


Tree=5693
num_leaves=17
num_cat=0
split_feature=18 4 4 4 9 9 10 18 4 20 2 6 2 19 8 19
split_gain=0.00337658 0.00347236 0.0102217 0.00425977 0.00375134 0.014606 0.00962444 0.00297361 0.00958947 0.00541261 0.00273048 0.0044807 0.00440372 0.00240456 0.00667996 0.00573135
threshold=0.26473000000000008 0.084755000000000025 0.087495000000000031 0.08024000000000002 0.098465000000000011 0.11351500000000002 0.086165000000000019 -0.091109999999999983 0.10098000000000003 -0.079864999999999992 0.0040650000000000018 -0.017084999999999999 -0.0097149999999999997 0.096755000000000022 -0.087129999999999999 0.08487500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 6 -6 7 8 -4 -9 12 -12 13 15 -15 -1
right_child=-2 2 4 -5 5 -7 -8 9 -10 -11 11 -13 -14 14 -16 -17
leaf_value=-9.7254699763049224e-06 -0.00073438397391321854 -0.0013967262625781997 -0.0015544213828755126 0.00077772934916224383 0.0013591210170775668 -0.00068474829928501571 -0.001338486497865768 -0.00063720442331884422 0.00035616231090589861 0.00012018795165259225 -0.0012542941319987717 4.335647023244914e-05 0.0008732889576255063 -0.0013967212172623276 -6.1520261004121874e-05 0.0011126654071649262
leaf_weight=2164 75 68 52 68 70 68 69 115 51 497 46 59 56 46 200 46
leaf_count=2164 75 68 52 68 70 68 69 115 51 497 46 59 56 46 200 46
internal_value=0 -5.86539e-05 -0.000217967 0 -0.000130142 0.000346065 -0.000215008 -0.000105444 -0.000600457 -2.07949e-05 -2.01192e-05 -0.000517342 3.38542e-07 -1.92326e-05 -0.00031452 1.32661e-05
internal_weight=0 3675 990 2685 922 138 784 715 103 612 2617 105 2512 2456 246 2210
internal_count=3750 3675 990 2685 922 138 784 715 103 612 2617 105 2512 2456 246 2210
is_linear=0
shrinkage=0.0995203


Tree=5694
num_leaves=12
num_cat=0
split_feature=17 18 20 20 4 9 9 17 0 8 18
split_gain=0.00362756 0.0043664 0.00354012 0.0022449 0.00243191 0.00453777 0.0124975 0.0108164 0.00433292 0.00304556 0.00213553
threshold=-0.56137499999999996 0.26473000000000008 -0.23803499999999997 -0.15398499999999998 0.079660000000000022 0.09518500000000002 0.11408000000000003 -0.089699999999999988 -0.14795 -0.083849999999999994 -0.026374999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 -4 8 7 -7 -6 -5 -10 -1
right_child=1 -3 3 4 5 6 -8 -9 9 -11 -12
leaf_value=-0.00017642112135099881 -0.00064782538800340207 -0.00087126984723350377 0.00060021526580827803 0.00096854062120446855 -0.00098449353445955118 0.0010135265552947258 -0.00086026012142888491 -7.268412688622864e-05 0.0001455474380656713 -8.2781730554973266e-05 -0.0011548799272742573
leaf_weight=46 91 63 57 47 163 97 55 627 932 1525 47
leaf_count=46 91 63 57 47 163 97 55 627 932 1525 47
internal_value=0 -4.93756e-05 -3.47407e-05 -1.85804e-05 -2.90534e-05 -0.000165463 0.000330126 -0.000261853 2.19367e-05 3.49591e-06 -0.000679714
internal_weight=0 3657 3594 3503 3446 942 152 790 2504 2457 93
internal_count=3750 3657 3594 3503 3446 942 152 790 2504 2457 93
is_linear=0
shrinkage=0.0995203


Tree=5695
num_leaves=16
num_cat=0
split_feature=1 1 18 20 9 9 9 1 18 18 8 18 18 1 18
split_gain=0.00304325 0.0260835 0.00772302 0.00408241 0.00377843 0.00705001 0.0035667 0.0034257 0.00330882 0.0114399 0.00465637 0.00256958 0.0024018 0.00657825 0.00535769
threshold=-0.084514999999999993 -0.083684999999999996 0.16375000000000003 -0.23803499999999997 0.098465000000000011 0.093335000000000015 0.090150000000000022 -0.082344999999999988 -0.097059999999999994 -0.14343999999999998 -0.077889999999999987 0.22074500000000005 0.092750000000000013 -0.081224999999999992 0.10085500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 6 8 -5 9 -1 -10 12 13 -9 -14
right_child=1 3 -4 7 -6 -7 -8 11 10 -11 -12 -13 14 -15 -16
leaf_value=0.00021109631553682394 0.0023437439561891202 -0.00073775704499640408 -0.0014724167559691029 -0.000780809097000617 0.00052097876450566197 -0.0011246311734808153 0.00062326540373822093 0.00098358225142097127 -0.00025417402763415389 -0.0017327570327983323 0.00038037936411124866 0.00062550550504526727 -0.00082594206973580022 -1.1103086698993071e-05 -2.525576689615748e-05
leaf_weight=66 46 82 46 58 76 76 59 68 419 54 157 62 113 2050 318
leaf_count=66 46 82 46 58 76 76 59 68 419 54 157 62 113 2050 318
internal_value=0 -6.16679e-06 -0.000212417 -4.57577e-05 -0.000147611 -0.000209743 -0.000116564 -2.41906e-05 -0.000180456 -0.000656816 -7.97929e-05 -7.06976e-06 -2.27772e-05 2.04456e-05 -0.00023708
internal_weight=0 2797 953 2751 907 831 755 2669 696 120 576 2611 2549 2118 431
internal_count=3750 2797 953 2751 907 831 755 2669 696 120 576 2611 2549 2118 431
is_linear=0
shrinkage=0.0995203


Tree=5696
num_leaves=8
num_cat=0
split_feature=18 23 5 28 24 0 12
split_gain=0.017586 0.0123454 0.0100868 0.00673768 0.00511319 0.00445793 0.00358854
threshold=0.26473000000000008 -0.069894999999999999 0.6362850000000001 0.083225000000000021 -0.067319999999999991 -0.233955 0.093040000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=-0.0016414781290130882 -0.0016029624902484754 0.0010290371660534284 0.0014029388322884949 -0.001032384588391249 0.00070421141904184023 -2.141402458092779e-05 -0.00089777484370701609
leaf_weight=46 71 47 50 64 83 3350 47
leaf_count=46 71 47 50 64 83 3350 47
internal_value=0 -2.13051e-05 -6.11122e-07 -2.03817e-05 -1.78606e-06 -1.59434e-05 -3.37801e-05
internal_weight=0 3687 3641 3591 3527 3480 3397
internal_count=3758 3687 3641 3591 3527 3480 3397
is_linear=0
shrinkage=0.0995203


Tree=5697
num_leaves=21
num_cat=0
split_feature=4 5 3 5 9 4 0 9 8 8 8 0 6 3 3 9 3 3 5 5
split_gain=0.0143465 0.0084807 0.00705839 0.016009 0.0173393 0.0312159 0.0135162 0.0161417 0.00675739 0.00716946 0.00609546 0.0191885 0.00685647 0.00359456 0.00328184 0.00705278 0.00523762 0.0117184 0.00302826 0.00285208
threshold=0.15730000000000002 0.6362850000000001 0.085845000000000019 -0.011514999999999999 0.083715000000000026 0.084900000000000017 -0.086414999999999992 0.084595000000000017 -0.087374999999999994 -0.090134999999999993 -0.081534999999999982 -0.085794999999999996 -0.11533 0.086335000000000023 0.086895000000000014 0.086115000000000011 0.087445000000000023 0.08777500000000002 -0.090689999999999993 -0.015824999999999995
decision_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 5 -5 -6 -8 9 18 11 -10 -12 -4 15 -15 19 -18 -1 -16
right_child=-2 -3 13 4 6 -7 7 -9 10 -11 12 -13 -14 14 16 -17 17 -19 -20 -21
leaf_value=0.00028855059422088159 -0.0017210585867831827 0.0012633180451862628 0.0006529838825130276 -0.0029998161630354148 -0.0014400444354541492 -5.823656503120044e-05 0.001867383402267452 -0.00043797376787308871 0.0025285272383981519 -0.0013749587462289607 0.00067193105784155919 -0.00031727333238827811 -0.0007377211397201507 -0.0014392519022867142 0.0013142499049957285 0.0002244272038048171 -0.0011599163461400498 4.1994571872027609e-05 -0.00065075621089668147 0.00023899664608701944
leaf_weight=111 50 50 89 78 60 67 46 86 46 49 76 47 62 47 46 53 83 2506 49 57
leaf_count=111 50 50 89 78 60 67 46 86 46 49 76 47 62 47 46 53 83 2506 49 57
internal_value=0 -2.35074e-05 -4.13204e-05 -0.000307612 -0.000824017 -0.00164625 -0.000198796 0.000359207 8.60461e-05 -0.000321679 0.000458484 0.00108153 3.26769e-05 3.02139e-05 1.00688e-05 -0.000549316 3.11524e-05 3.14664e-06 0 0.000727155
internal_weight=0 3708 3658 777 337 145 192 132 440 209 231 93 138 2881 2792 100 2692 2589 160 103
internal_count=3758 3708 3658 777 337 145 192 132 440 209 231 93 138 2881 2792 100 2692 2589 160 103
is_linear=0
shrinkage=0.0995203


Tree=5698
num_leaves=12
num_cat=0
split_feature=18 7 5 3 18 0 27 4 38 8 17
split_gain=0.0141379 0.0124434 0.00684721 0.00568802 0.0242687 0.00307881 0.00248423 0.00230493 0.00569964 0.00537987 0.00220544
threshold=0.26473000000000008 0.10781500000000002 0.62931500000000018 0.080495000000000025 -0.026374999999999999 -0.233955 0.11470500000000003 0.11541000000000003 -0.070089999999999986 -0.076924999999999993 0.53699500000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 10 9 -9 -6 -7
right_child=-2 -3 -4 5 7 6 -8 8 -10 -11 -12
leaf_value=-0.0025371551480819284 -0.0014328430202356799 -0.001590110388810017 0.00091122396801827401 0.00062585964062358227 -0.0010387055712442268 6.6055519984998084e-06 0.00070052413692920463 -0.000365719585798438 0.0011388834606579816 0.00043095753276116666 -0.00052574468922870934
leaf_weight=46 71 49 81 81 52 3104 50 52 47 46 79
leaf_count=46 71 49 81 81 52 3104 50 52 47 46 79
internal_value=0 -1.46911e-05 6.30311e-06 -1.40736e-05 -0.000478962 1.97674e-05 4.32911e-06 0 0.000340318 -0.000340511 -6.34986e-06
internal_weight=0 3687 3638 3557 243 3314 3233 197 99 98 3183
internal_count=3758 3687 3638 3557 243 3314 3233 197 99 98 3183
is_linear=0
shrinkage=0.0995203


Tree=5699
num_leaves=8
num_cat=0
split_feature=4 18 28 5 20 20 18
split_gain=0.0115476 0.0108613 0.00613729 0.00622576 0.00386313 0.00323597 0.00293547
threshold=0.15730000000000002 0.26473000000000008 0.083225000000000021 0.6362850000000001 -0.40431 0.2959750000000001 0.090025000000000022
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=-0.00083388600267942986 -0.0015400369665136259 -0.001254051289695503 -0.00092316305534695517 0.001162348170406062 5.6993469510786316e-05 0.00085145372844527324 -0.00017327999492563125
leaf_weight=53 50 69 69 47 2739 46 685
leaf_count=53 50 69 69 47 2739 46 685
internal_value=0 -1.70491e-05 6.18102e-06 2.43724e-05 8.95844e-06 2.20678e-05 1.06862e-05
internal_weight=0 3708 3639 3570 3523 3470 3424
internal_count=3758 3708 3639 3570 3523 3470 3424
is_linear=0
shrinkage=0.0995203


Tree=5700
num_leaves=19
num_cat=0
split_feature=20 8 17 5 8 8 7 20 18 0 0 18 19 18 9 35 5 5
split_gain=0.0344916 0.00610087 0.0105226 0.0594567 0.00989893 0.00764262 0.00584396 0.0058101 0.0118556 0.00525908 0.008076 0.00565283 0.00511485 0.00455146 0.00450788 0.00419681 0.00404643 0.00318586
threshold=-0.24350999999999998 -0.086254999999999984 -0.0064000000000000003 -0.091729999999999992 -0.085764999999999994 -0.41646 0.076760000000000023 -0.085594999999999991 -0.0087699999999999983 -0.083694999999999992 -0.078954999999999984 -0.086064999999999989 -0.07525999999999998 0.14607000000000003 0.092465000000000033 -0.079774999999999999 -0.055004999999999991 -0.14118999999999998
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 -3 -5 12 -4 -9 11 -11 -7 -6 15 -15 -14 17 -10
right_child=1 4 7 5 6 9 -8 8 16 10 -12 -13 13 14 -16 -17 -18 -19
leaf_value=0.0022343397804087109 0.0040010531611222189 -0.0013183902185722541 0.0008839534786047262 0.0013239230737007979 -0.00084235510872996897 0.0007460952497289219 -0.00087520534914241224 -0.0016431528759173477 0.00013930674302516051 0.0015605942433587273 -2.9588931653115876e-05 -0.00034933505799704129 -0.00083182822956660797 0.0014169447898935174 0.00016244178536340006 4.802866541616372e-05 0.00077705177429242115 -0.00040527514844958788
leaf_weight=74 46 57 62 58 64 58 72 47 244 54 74 234 55 47 76 2166 60 187
leaf_count=74 46 57 62 58 64 58 72 47 244 54 74 234 55 47 76 2166 60 187
internal_value=0 6.35943e-05 0.000256663 0.00058257 -2.16209e-05 0.000251881 7.85376e-06 -2.65972e-05 -0.000133052 0.000101888 0.000634874 -0.000128946 3.45975e-05 5.88909e-05 0.000648461 2.58716e-05 9.83202e-06 -9.50742e-05
internal_weight=0 3661 1124 524 2537 478 2480 600 538 420 128 292 2408 2344 123 2221 491 431
internal_count=3735 3661 1124 524 2537 478 2480 600 538 420 128 292 2408 2344 123 2221 491 431
is_linear=0
shrinkage=0.0995203


Tree=5701
num_leaves=20
num_cat=0
split_feature=6 8 3 3 26 8 24 5 2 2 3 18 5 5 6 3 6 18 26
split_gain=0.0282872 0.00520747 0.00952297 0.0491798 0.0596491 0.00803409 0.00498975 0.00464323 0.00586425 0.00583559 0.00524663 0.00460514 0.0035891 0.00325761 0.00258727 0.00221914 0.00284305 0.00568206 0.00533742
threshold=0.21988000000000005 -0.086254999999999984 0.087325000000000028 0.088745000000000032 0.087045000000000025 -0.085764999999999994 -0.068759999999999988 0.11083500000000003 -0.080974999999999991 -0.079284999999999994 0.10293500000000001 0.14607000000000003 0.63455500000000009 0.51659500000000014 -0.063485 0.086335000000000023 -0.14809499999999998 -0.015440000000000001 0.085855000000000029
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 4 -4 -3 -7 8 10 -10 -5 12 13 -8 -13 16 -1 -18 -19
right_child=-2 5 3 7 -6 6 11 -9 9 -11 -12 14 -14 -15 -16 -17 17 18 -20
leaf_value=-0.00064784772033859835 0.0021545552178636952 -0.0011871837523973216 0.005029462736376767 -0.0014174750851880594 0.00041828320113580742 -0.0010076848364059283 -8.8242119207122346e-06 0.00077386737289904793 0.0011964057179898496 0 1.5673900974664735e-05 0.0012030485963705232 -0.00080491387716278943 0.00058038190799015348 0.00022955267461440747 -0.00066136646922890891 0.00088834739396388598 -0.00052698092919834221 0.00038057186776175027
leaf_weight=61 65 57 48 51 67 47 2176 83 46 327 48 48 54 97 68 63 70 144 115
leaf_count=61 65 57 48 51 67 47 2176 83 46 327 48 48 54 97 68 63 70 144 115
internal_value=0 5.95559e-05 0.000238142 0.000476675 0.00235007 -1.88632e-05 7.55274e-06 8.70187e-05 -3.20276e-05 0.000146876 -0.000714346 2.74196e-05 -2.73734e-06 1.59599e-05 0.000639436 -0.000112848 -2.21417e-05 9.13826e-05 -0.000120853
internal_weight=0 3670 1123 670 115 2547 2490 555 472 373 99 2443 2327 2273 116 453 390 329 259
internal_count=3735 3670 1123 670 115 2547 2490 555 472 373 99 2443 2327 2273 116 453 390 329 259
is_linear=0
shrinkage=0.0995203


Tree=5702
num_leaves=23
num_cat=0
split_feature=20 0 0 9 0 7 2 5 11 0 3 5 20 2 9 20 3 3 6 9 0 8
split_gain=0.02447 0.00549155 0.0318509 0.0535161 0.00738005 0.00489559 0.00487775 0.00312514 0.00280624 0.00668871 0.00329151 0.00239183 0.00661314 0.0133418 0.00563382 0.00566117 0.00574146 0.00491746 0.00383946 0.00720839 0.00682422 0.002223
threshold=-0.24350999999999998 -0.095339999999999994 -0.10096999999999999 0.085850000000000024 -0.093375 0.05862500000000001 -0.079739999999999991 0.6362850000000001 -0.076244999999999993 -0.057604999999999996 0.11125500000000002 -0.09583499999999999 -0.06470999999999999 0.0021050000000000005 0.085355000000000028 -0.053499999999999999 0.095630000000000021 0.094285000000000022 -0.045589999999999999 0.081605000000000025 -0.1525 -0.090134999999999993
decision_type=2 2 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 -3 7 -5 8 9 -6 -10 12 13 21 15 17 -17 -13 20 -20 -14 -2
right_child=1 4 3 6 5 -7 -8 -9 10 -11 -12 14 18 -15 -16 16 -18 -19 19 -21 -22 -23
leaf_value=0.0018787074167759088 -0.00048270135143888492 -0.0010423835324268403 0.0043729426515226842 -0.00038595560176171891 0.00052868248748150573 -0.00094878125157111018 0.0009835215519744013 -0.00076872795821684428 1.3741678253528913e-05 -0.00093040862329729125 0.00032266356690726381 0.00023464107285115458 -0.00067586946394661317 -0.0019569684000487774 -0.00069218789997979092 0.00064679484287755943 -0.00067087133051538315 0.0016144076392510698 0.0015232166535386091 -0.0001727481795201901 0.00049038024301257112 0.00048026276058157246
leaf_weight=74 46 68 47 50 48 52 52 48 2063 86 411 50 106 53 54 66 65 56 47 51 93 49
leaf_count=74 46 68 47 50 48 52 52 48 2063 86 411 50 106 53 54 66 65 56 47 51 93 49
internal_value=0 5.02483e-05 0.000266181 0.00159311 -1.8297e-05 7.11638e-06 0.000304184 2.61395e-05 4.10828e-05 -0.00040164 6.53931e-05 -1.3387e-06 -0.00014752 -0.00069183 0.00021939 0.000430546 -7.59937e-07 0.000971298 0.000120962 0.00063227 -0.000126725 5.36828e-06
internal_weight=0 3661 885 149 2776 2708 102 2656 2608 134 2474 736 445 148 291 237 131 106 297 98 199 95
internal_count=3735 3661 885 149 2776 2708 102 2656 2608 134 2474 736 445 148 291 237 131 106 297 98 199 95
is_linear=0
shrinkage=0.0995203


Tree=5703
num_leaves=21
num_cat=0
split_feature=6 2 2 26 20 26 26 4 2 3 19 5 4 3 36 3 2 9 4 9
split_gain=0.0203813 0.0045823 0.0147761 0.0682834 0.0147894 0.0139021 0.00564727 0.00641739 0.0060692 0.0150928 0.0063957 0.00793101 0.00555951 0.00362632 0.00832673 0.00717776 0.00516375 0.00309881 0.0149464 0.00931692
threshold=0.21988000000000005 -0.08237499999999999 -0.081055000000000002 0.08488500000000003 -0.077579999999999996 0.08896500000000003 0.11215000000000001 0.10801000000000002 -0.083104999999999998 0.088535000000000016 0.082010000000000013 -0.039649999999999998 0.10300500000000003 0.084685000000000024 0.088355000000000031 0.086605000000000029 -0.013944999999999999 0.11296000000000002 0.14727500000000002 0.11690000000000002
decision_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 -6 7 8 10 -10 12 -12 -1 14 16 -15 -4 18 -17 -19
right_child=-2 2 13 4 5 -7 -8 -9 9 -11 11 -13 -14 15 -16 17 -18 19 -20 -21
leaf_value=-0.00016377060218349514 0.0018252600596697682 0.0041885619936999803 -0.0016931707719383471 -0.0012047620670313352 -0.0006535241470717022 0.0014216231255026808 0.0008768215951667508 -0.0010163615473684489 0.00026382794356491225 -0.0020254363261261689 -7.7581949919986964e-05 0.0013094273871746044 0.00082213866913139909 0.00099655880318871436 0.00042175930532920974 3.8776756071156511e-05 -0.00036677175521352345 -0.0014972479576783619 0.0018615864671656247 9.3096955462656819e-05
leaf_weight=960 65 49 46 64 51 84 57 77 62 52 86 76 60 83 85 1465 85 50 46 132
leaf_count=960 65 49 46 64 51 84 57 77 62 52 86 76 60 83 85 1465 85 50 46 132
internal_value=0 4.68982e-05 0.000135897 0.000860496 3.69074e-05 0.000631615 -9.19404e-05 -0.000132755 -7.96248e-05 -0.000773217 -1.20375e-05 0.000568061 -0.000104973 4.52753e-05 -0.000338944 9.24657e-05 -0.00083878 4.76586e-05 9.48111e-05 -0.000339313
internal_weight=0 3670 2240 248 199 135 1430 1373 1296 114 1182 162 1020 1992 216 1776 131 1693 1511 182
internal_count=3735 3670 2240 248 199 135 1430 1373 1296 114 1182 162 1020 1992 216 1776 131 1693 1511 182
is_linear=0
shrinkage=0.0995203


Tree=5704
num_leaves=29
num_cat=0
split_feature=20 8 8 21 17 9 9 8 8 0 20 9 9 8 4 2 0 26 20 5 2 21 5 0 0 0 26 20
split_gain=0.00850734 0.00512632 0.00786967 0.018577 0.00685025 0.0040057 0.00589013 0.00457283 0.00436404 0.00838881 0.012562 0.00426011 0.00669585 0.00588796 0.00391374 0.00590783 0.0109689 0.00793715 0.00533769 0.0113781 0.00516789 0.00250354 0.00286642 0.00275197 0.00443618 0.00439762 0.00432107 0.0017165
threshold=-0.25378999999999996 -0.087129999999999999 -0.088634999999999992 0.086155000000000023 -0.016209999999999999 0.087055000000000021 0.086345000000000019 -0.084044999999999995 -0.081415000000000001 -0.082224999999999993 -0.07650499999999999 0.094085000000000016 0.09296500000000002 -0.072559999999999999 0.08544000000000003 -0.086050000000000001 -0.086304999999999993 0.088245000000000032 -0.0065649999999999997 -0.11517000000000001 0.10003000000000002 0.10068500000000002 -0.084089999999999984 -0.14824999999999997 -0.12469 -0.10806499999999999 0.080935000000000021 -0.0070099999999999997
decision_type=2 2 2 2 2 2 2 2 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 4 -4 6 14 27 9 10 -9 12 -10 -13 15 16 -3 -17 19 -16 -20 23 -23 26 -25 -26 -2 -7
right_child=1 5 3 -5 -6 7 -8 8 11 -11 -12 13 -14 -15 18 17 -18 -19 20 -21 -22 22 -24 24 25 -27 -28 -29
leaf_value=-0.0011595854571244844 0.0008489107572504219 0.0016982219740492804 -0.0010747024131097052 -0.0025570600608773738 0.00051515458403792477 -0.00030327175388053301 0.0010758425816272776 -2.1608933688706246e-05 -0.0001458620823146759 -0.00041000234824952586 0.0022412963231765327 0.00068931571595753731 -0.0011185239117034753 -6.2888366246522854e-05 -0.00031852472318590199 -0.00010620413850255085 3.1824767915347642e-05 -0.0014341687508652948 -0.00025734995945549236 0.0014335397542306551 0.00062889083282436915 -0.00011502392858031717 0.00082432874426591489 -0.00096711858395336894 0.00064357941704108594 -0.00025541551034153655 -0.00042596416742329997 -0.0011837471054022201
leaf_weight=68 60 47 47 46 62 48 68 50 418 64 46 124 85 604 56 326 240 52 168 103 106 71 57 77 60 500 46 46
leaf_count=68 60 47 47 46 62 48 68 50 418 64 46 124 85 604 56 326 240 52 168 103 106 71 57 77 60 500 46 46
internal_value=0 -3.55773e-05 -0.000224577 -0.000878686 -0.00016287 3.72612e-05 0.000175521 -7.07469e-05 -2.47394e-05 0.000463387 0.00105417 -8.88489e-05 -0.000311856 6.41099e-05 0.000119018 -3.14681e-05 0.000307572 -0.000291053 0.000352024 0.000811312 8.25147e-05 -0.000107234 0.000296886 -0.000177955 -0.000256768 -0.000157633 0.00028794 -0.000742852
internal_weight=0 3677 1026 155 109 2651 1166 1485 1391 160 96 1231 503 728 1098 665 287 378 433 159 274 871 128 743 637 560 106 94
internal_count=3745 3677 1026 155 109 2651 1166 1485 1391 160 96 1231 503 728 1098 665 287 378 433 159 274 871 128 743 637 560 106 94
is_linear=0
shrinkage=0.0995203


Tree=5705
num_leaves=20
num_cat=0
split_feature=6 2 2 2 9 26 2 6 25 6 9 29 26 0 6 18 18 18 18
split_gain=0.00788567 0.00425744 0.00816649 0.034328 0.00978382 0.00488163 0.0114776 0.00599078 0.00351467 0.00348574 0.00506173 0.0141928 0.00895467 0.00393778 0.00323212 0.00313596 0.00675061 0.0103162 0.00576142
threshold=0.23663500000000004 -0.079739999999999991 -0.082234999999999989 -0.082025000000000001 0.09055500000000001 0.087045000000000025 -0.080604999999999996 0.004915000000000001 0.096120000000000025 0.12638500000000005 0.11296000000000002 0.12330000000000002 0.11861500000000001 -0.064494999999999983 -0.25061999999999995 0.11417000000000002 0.090795000000000028 0.086800000000000016 0.027500000000000007
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 -4 5 7 -7 -5 9 10 11 14 13 -12 -3 16 17 18 -1
right_child=-2 8 3 4 -6 6 -8 -9 -10 -11 12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-1.4937580951143277e-05 -0.0012681753770673067 -0.00042677907679047704 -0.0030298073269277963 9.0276655687046122e-05 -0.0011786038582563489 -0.00011784081004772949 0.0016827308784836618 -0.0013063900448815303 0.00089931499654752442 0.00065517288204022242 -0.00047215764401610245 0.0017997721843817898 -0.0013296062249780747 0.0007571697216000548 7.2942461387110369e-05 0.00058317261438908515 -0.00096666247642234122 0.0014561291414894014 -0.0010574305323136706
leaf_weight=1204 52 142 48 87 80 115 50 46 50 90 54 46 73 49 1302 79 77 46 55
leaf_count=1204 52 142 48 87 80 115 50 46 50 90 54 46 73 49 1302 79 77 46 55
internal_value=0 -3.33781e-05 -0.000138069 -0.00052158 -0.000200908 5.88133e-05 0.000422826 -0.000386626 7.55546e-05 5.16328e-05 1.85372e-05 7.86296e-05 -0.000485548 0.00010472 2.32339e-05 -2.56838e-05 -6.10805e-05 -7.02036e-06 -6.11296e-05
internal_weight=0 3693 1887 426 378 298 165 133 1806 1756 1666 1490 176 103 1444 1461 1382 1305 1259
internal_count=3745 3693 1887 426 378 298 165 133 1806 1756 1666 1490 176 103 1444 1461 1382 1305 1259
is_linear=0
shrinkage=0.0995203


Tree=5706
num_leaves=14
num_cat=0
split_feature=6 26 9 18 26 18 2 18 3 3 2 17 20
split_gain=0.00639345 0.0035451 0.00603814 0.00380386 0.00475688 0.00579007 0.00367383 0.006617 0.0099233 0.00730365 0.00487972 0.00426661 0.00204338
threshold=0.23663500000000004 0.15222000000000005 0.11351500000000002 0.19545000000000004 0.11991000000000003 0.086285000000000014 -0.079739999999999991 -0.015440000000000001 0.083815000000000014 0.083875000000000019 -0.079149999999999984 -0.093784999999999993 -0.077394999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 9 -9 -1 -8 -12 -5
right_child=-2 2 -4 12 5 -7 10 8 -10 -11 11 -13 -14
leaf_value=-0.0011079417188075641 -0.0011419663846645234 0.0010167593511526635 -0.00027075149003354571 0.00096445365343793103 4.9333329755266865e-05 -0.0013019553721602851 0.0009982345878258457 0.00046087975976155795 -0.0004551793552297279 0.000130618881088433 -0.00029169523818550909 0.00012333524229897794 8.4539915682592222e-05
leaf_weight=50 52 82 63 54 57 67 54 136 812 810 312 1141 55
leaf_count=50 52 82 63 54 57 67 54 136 812 810 312 1141 55
internal_value=0 -3.00563e-05 0.000451712 -4.9976e-05 -6.85322e-05 -0.000674197 -4.56299e-05 -0.000141429 -0.000322898 5.76576e-05 6.876e-05 3.36531e-05 0.000527971
internal_weight=0 3693 145 3548 3439 124 3315 1808 948 860 1507 1453 109
internal_count=3745 3693 145 3548 3439 124 3315 1808 948 860 1507 1453 109
is_linear=0
shrinkage=0.0995203


Tree=5707
num_leaves=22
num_cat=0
split_feature=6 8 8 1 1 26 6 3 8 26 17 18 1 21 4 9 4 4 6 3 1
split_gain=0.00518447 0.00412948 0.0160627 0.00320128 0.00609869 0.00422122 0.00315633 0.00431487 0.00466532 0.00306605 0.00254234 0.00387615 0.00546176 0.00308924 0.00308025 0.00755976 0.0112947 0.00562014 0.0046008 0.00179482 0.00170388
threshold=0.23663500000000004 -0.088520000000000001 -0.089304999999999995 0.0049450000000000015 0.18123500000000006 0.056820000000000016 0.090600000000000028 0.084290000000000018 -0.098504999999999995 0.093690000000000023 -0.54604999999999992 -0.016464999999999997 -0.49056499999999997 -0.091104999999999992 0.085720000000000018 0.11351500000000002 0.13849500000000003 0.082335000000000019 0.12638500000000005 0.13345500000000002 -0.085349999999999995
decision_type=2 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 19 7 20 -9 -7 11 12 -3 -12 17 16 -16 18 -15 -6 -1
right_child=-2 10 -4 4 5 9 -8 8 -10 -11 13 -13 -14 14 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.00021335146812047643 -0.0010283174886131547 6.088429388111696e-05 -0.0019303708789948596 0.00084610108632472258 0.00066116882225333059 -0.001101608482051811 0.00028774472697861645 -0.00018162884239798579 -0.00092494608031683462 -1.3688236435878774e-05 -0.00053277750118733676 0.00040398300297716925 -0.0012454679931568691 2.1394049166334899e-05 0.000257434500476473 -0.0008576716531092177 0.0019084016360532792 -0.0010650926591024466 0.00094512635100460756 -0.00013091460428514369 0.00061313065952081603
leaf_weight=46 52 58 51 88 60 55 86 181 161 51 85 49 67 1952 404 50 46 46 55 51 51
leaf_count=46 52 58 51 88 60 55 86 181 161 51 85 49 67 1952 404 50 46 46 55 51 51
internal_value=0 -2.69768e-05 -0.00021511 -0.000108728 0.000145989 -0.000134155 -0.000258266 -0.000367094 -0.000533947 -0.000585898 3.16742e-05 -0.000336107 -0.000632772 5.62431e-05 7.61747e-05 0.000297813 0.000428019 2.17968e-05 4.7116e-05 0.000289864 0.000212751
internal_weight=0 3693 881 830 305 217 525 439 342 106 2812 174 125 2638 2553 500 450 2053 2007 111 97
internal_count=3745 3693 881 830 305 217 525 439 342 106 2812 174 125 2638 2553 500 450 2053 2007 111 97
is_linear=0
shrinkage=0.0995203


Tree=5708
num_leaves=20
num_cat=0
split_feature=19 6 3 3 9 3 5 20 9 5 3 5 3 26 6 26 10 1 9
split_gain=0.00584408 0.00549714 0.00802981 0.0126049 0.010054 0.00536922 0.00412527 0.00577469 0.00564873 0.00392887 0.00868095 0.0268598 0.0089138 0.00598558 0.00427306 0.00480101 0.00421373 0.00389101 0.00362476
threshold=0.14023500000000003 0.11481500000000001 0.097880000000000023 0.10850000000000003 0.11479000000000002 0.09339500000000002 0.51100000000000012 -0.073489999999999986 0.095415000000000014 0.0063000000000000009 0.08844500000000001 0.066815000000000027 0.089535000000000017 0.084355000000000027 0.099330000000000016 0.091765000000000027 0.091445000000000026 -0.01538 0.08622500000000001
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 -4 -5 -3 9 -8 -9 14 11 -11 -12 -13 16 -16 18 -14 -1
right_child=-2 2 3 4 -6 -7 7 8 -10 10 12 13 17 -15 15 -17 -18 -19 -20
leaf_value=5.3625027940470171e-05 -0.0010859305439370119 -0.00037890546509201266 0.001177750122094623 -0.0016708202113598655 0.00022691672306073585 -0.001856112721670435 -0.0011705870190878774 -0.00074492709504383645 0.00055191784948305591 0.0024366320014388605 -0.0011454450500743723 -0.00056769924418514179 4.2476943458066762e-05 0.00081850820150373266 -1.5931436435613503e-05 0.0012925991738221209 0.00084907271039014989 0.00081095416101335804 -0.00019427208788517334
leaf_weight=1314 51 49 57 51 59 52 67 61 73 67 56 78 350 51 57 52 52 81 1047
leaf_count=1314 51 49 57 51 59 52 67 61 73 67 56 78 350 51 57 52 52 81 1047
internal_value=0 -1.28123e-05 -0.000446927 -1.82919e-05 -0.000645501 -0.00114755 2.11054e-05 -0.000415821 -3.23278e-05 4.87625e-05 0.000260535 0.000819989 3.36946e-05 -1.33177e-05 -8.26463e-06 0.000600812 -3.61171e-05 0.0001888 -5.59597e-05
internal_weight=0 3674 268 167 110 101 3406 201 134 3205 683 196 487 129 2522 109 2413 431 2361
internal_count=3725 3674 268 167 110 101 3406 201 134 3205 683 196 487 129 2522 109 2413 431 2361
is_linear=0
shrinkage=0.0995203


Tree=5709
num_leaves=15
num_cat=0
split_feature=17 17 11 11 1 1 1 17 8 17 17 0 17 8
split_gain=0.0106952 0.0223453 0.00429761 0.00306931 0.00293793 0.0069864 0.00663499 0.00383217 0.00467937 0.00339563 0.00317121 0.0182816 0.0049005 0.00256069
threshold=0.51326500000000019 0.5194200000000001 -0.40069499999999997 -0.11166 0.0015850000000000003 1.0000000180025095e-35 0.0049450000000000015 0.070205000000000017 -0.076554999999999998 0.22924500000000006 0.28919000000000006 -0.077784999999999993 0.066010000000000027 -0.080055000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 10 -6 8 -8 -9 12 -12 -5 -3
right_child=1 13 3 4 6 -7 7 9 -10 -11 11 -13 -14 -15
leaf_value=-0.00094545819833587944 -0.0025161059388035547 -0.00044178507548128955 0.00067512930595797673 2.5488302827906513e-05 -0.0011685742315748508 0.0012448362983193901 0.0003529231416406346 -0.00093393502832631134 -0.00015777262241058917 0 -0.0011246633538562079 0.0010130186830675013 0.00051299568428148394 0.00055810007674421858
leaf_weight=46 52 55 70 2007 58 49 273 87 508 72 112 61 228 47
leaf_count=46 52 55 70 2007 58 49 273 87 508 72 112 61 228 47
internal_value=0 -0.000837046 9.84937e-06 2.2548e-05 9.08948e-06 6.77998e-05 -0.000134631 -6.99632e-05 1.96939e-05 -0.000515503 4.35085e-05 -0.000366182 7.55869e-05 1.09206e-05
internal_weight=0 154 3571 3525 3455 2457 998 940 781 159 2408 173 2235 102
internal_count=3725 154 3571 3525 3455 2457 998 940 781 159 2408 173 2235 102
is_linear=0
shrinkage=0.0995203


Tree=5710
num_leaves=23
num_cat=0
split_feature=17 8 6 18 18 9 18 6 2 18 26 8 17 10 21 26 2 17 18 18 9 17
split_gain=0.00867227 0.0194765 0.0254697 0.00429362 0.0102652 0.00597125 0.0138613 0.0237276 0.00649289 0.0162375 0.0124764 0.00642712 0.00816088 0.00401512 0.00375562 0.00783858 0.00280117 0.00286318 0.003845 0.00276544 0.00294302 0.00254046
threshold=0.51326500000000019 -0.074504999999999988 -0.031674999999999995 -0.063154999999999989 -0.046804999999999992 0.08622500000000001 -0.09404499999999999 0.087235000000000021 -0.073884999999999992 -0.082304999999999989 0.095385000000000011 -0.081415000000000001 -0.008069999999999999 0.091445000000000026 0.11412000000000001 0.092180000000000026 0.42136500000000005 0.41106500000000007 -0.019539999999999998 -0.14734 -0.020035000000000001 -0.096019999999999994
decision_type=2 2 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 6 19 11 10 -10 14 12 -8 16 15 -7 17 18 -6 20 -1 -21
right_child=1 -3 -4 4 13 8 7 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 21 -22 -23
leaf_value=-0.00031010739249892578 5.3370506095265961e-06 0.00063729632157833631 -0.0032541010934196541 -0.0012717627334691507 -0.00055865457307374417 -7.361908681382684e-05 -0.00038641976330452716 0.0029873899548502176 -0.00049503167824272516 0.0017853945915630609 -0.0016555417614342715 0.0014251044302843374 0.0010897972753430088 0.00081654569451762072 -0.00066144715355032655 0.0012623645740928418 -0.00068571330933310363 0.00059849219321201556 -1.697957103238069e-05 -0.00074741459777434138 0.00072849723748290589 6.8437019990111355e-05
leaf_weight=46 46 60 48 68 139 329 99 46 63 60 52 54 59 54 77 50 67 69 2027 82 63 67
leaf_count=46 46 60 48 68 139 329 99 46 63 60 52 54 59 54 77 50 67 69 2027 82 63 67
internal_value=0 -0.000753743 -0.00165035 8.8493e-06 -6.59746e-05 0.000167691 0.000418924 0.000935027 -3.64564e-05 0.000610716 -0.000194765 0.000485841 0.000159645 -3.08251e-05 -2.639e-05 0.000100472 -5.10582e-05 -3.16665e-05 -5.21188e-05 -9.40066e-05 0.000282677 -0.000375061
internal_weight=0 154 94 3571 2424 1147 516 258 631 123 508 212 158 2356 456 379 2302 2235 2166 258 109 149
internal_count=3725 154 94 3571 2424 1147 516 258 631 123 508 212 158 2356 456 379 2302 2235 2166 258 109 149
is_linear=0
shrinkage=0.0995203


Tree=5711
num_leaves=14
num_cat=0
split_feature=17 17 11 11 0 1 1 17 1 3 0 0 20
split_gain=0.00704414 0.00977961 0.00336604 0.00255818 0.00276729 0.00423463 0.00966121 0.00378225 0.00269854 0.00345224 0.00262121 0.0048636 0.00413084
threshold=0.51734000000000024 0.62225500000000011 -0.40069499999999997 -0.11166 0.11291000000000002 -0.093734999999999999 -0.098224999999999993 -0.0064000000000000003 -0.49056499999999997 0.10502000000000002 -0.051999999999999998 -0.059114999999999994 -0.00059999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 7 -5 9 -6 11 -7 -12
right_child=1 -3 3 4 8 10 -8 -9 -10 -11 12 -13 -14
leaf_value=-0.00084124910431333398 -0.0016247767020561449 0.00017939641448145121 0.00061120739081389438 0.00031288523378349988 -0.00068635737384709766 -2.5473349707578774e-05 0.0016491445653544273 -0.00045729933156666582 -0.00090863958528274689 0.00049405500540777056 0.00094529055144222445 -0.00098897166840347705 -1.0132211233682126e-05
leaf_weight=46 63 55 70 291 47 2668 48 80 63 51 70 53 120
leaf_count=46 63 55 70 291 47 2668 48 80 63 51 70 53 120
internal_value=0 -0.000776911 4.30429e-06 1.54568e-05 3.27658e-06 2.2992e-05 0.000318913 0.000144601 -0.000399418 -6.37079e-05 -1.93207e-05 -4.45414e-05 0.000337557
internal_weight=0 118 3607 3561 3491 3330 419 371 161 98 2911 2721 190
internal_count=3725 118 3607 3561 3491 3330 419 371 161 98 2911 2721 190
is_linear=0
shrinkage=0.0995203


Tree=5712
num_leaves=22
num_cat=0
split_feature=21 3 3 26 3 18 18 4 1 3 0 18 17 1 17 20 2 29 17 0 1
split_gain=0.00955973 0.00560015 0.0394168 0.00848426 0.0216664 0.00583737 0.00551164 0.00468595 0.00821747 0.0107728 0.0074392 0.00450768 0.0172095 0.0166766 0.0124856 0.00997412 0.00471964 0.00454332 0.00418402 0.00476808 0.00403892
threshold=-0.10223999999999998 0.084290000000000018 0.08400500000000001 0.087625000000000022 0.083595000000000017 0.11769500000000002 0.12487500000000003 0.10845500000000002 -0.049499999999999995 0.10486500000000003 -0.069955000000000003 0.092545000000000016 0.057560000000000014 -0.061135000000000002 0.0031350000000000006 -0.060199999999999997 0.31852000000000008 0.097185000000000021 0.056905000000000011 -0.094139999999999988 -0.50954999999999984
decision_type=2 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 11 -7 8 10 -10 -8 16 14 -14 15 -13 17 20 19 -2 -3
right_child=1 5 -4 -5 -6 6 7 -9 9 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0011567229124975573 -0.00073232469031309121 0.00089878267140961312 0.0030427162588065409 0.0010951156138844958 -0.0020598040821669357 0.0013150992212916364 -0.0011265894137812667 -0.00051458238899426407 9.412480791702104e-05 0.002120095285126748 0.00063140284772537415 -0.0014828965168896301 -0.0027969566139964654 -0.0001387761162331884 0.00143032201480621 0.00015091640444560173 -0.00078068207970075185 0.00088138527069684237 0.001020605328634582 0.00027492382473640422 -1.401514354583838e-05
leaf_weight=79 63 49 49 65 50 55 46 65 56 50 49 52 49 46 52 126 74 60 49 178 2357
leaf_count=79 63 49 49 65 50 55 46 65 56 50 49 52 49 46 52 126 74 60 49 178 2357
internal_value=0 4.94431e-05 0.000376462 5.18566e-05 -0.000145182 2.58642e-06 0.000405273 0.000214074 0.000453781 0.00105749 -0.000211219 -4.22456e-05 -0.00039124 -0.00151846 7.07895e-05 -0.000321779 2.0869e-06 2.59083e-05 0.000182102 8.22131e-06 4.23444e-06
internal_weight=0 3640 454 405 340 3186 321 266 201 106 95 2865 325 95 230 178 2540 2466 290 241 2406
internal_count=3719 3640 454 405 340 3186 321 266 201 106 95 2865 325 95 230 178 2540 2466 290 241 2406
is_linear=0
shrinkage=0.0995203


Tree=5713
num_leaves=32
num_cat=0
split_feature=20 8 8 3 3 8 5 5 5 8 8 0 26 0 18 3 5 2 8 26 18 3 8 5 5 0 3 5 2 2 3
split_gain=0.00842535 0.0048315 0.00655831 0.00632944 0.0184212 0.0181097 0.00848416 0.00574187 0.00912591 0.0212319 0.00855028 0.0196849 0.00558419 0.00863275 0.00538476 0.00732498 0.0151612 0.0130803 0.00753523 0.00442368 0.00667643 0.0105519 0.00497406 0.00349163 0.00343169 0.00332588 0.0032275 0.00824397 0.00634724 0.00297471 0.00233179
threshold=-0.40431 -0.085605000000000001 -0.086064999999999989 0.084955000000000017 0.08345000000000001 -0.082584999999999992 -0.43873000000000001 -0.025879999999999997 -0.0078499999999999976 -0.087844999999999993 -0.090440000000000006 -0.085794999999999996 0.083825000000000024 -0.081094999999999987 0.10256000000000003 0.10850000000000003 -0.035924999999999999 -0.076524999999999996 -0.070134999999999989 0.12086000000000002 0.022040000000000008 0.091715000000000033 -0.01187 -0.088935 0.11083500000000003 -0.079805000000000001 0.11896500000000003 -0.40939500000000001 -0.079844999999999985 -0.055654999999999996 0.08511500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 10 9 30 26 23 24 -14 19 17 -17 18 -16 20 25 -22 -21 -12 -10 -5 28 -28 -2 -8 -9
right_child=1 3 -4 14 5 -7 29 8 12 -11 11 -13 13 -15 15 16 -18 -19 -20 22 21 -23 -24 -25 -26 -27 27 -29 -30 -31 -32
leaf_value=0.0013369127268373826 -0.00027602938863894607 0.0010320222753343353 -0.001120695086772102 -0.00010585977956965383 0.00031722000195208861 0.002684463133190723 -0.0011089916093419078 0.00048371513602339747 -8.4591043360138956e-05 0.0026017922210963234 -0.00062325574874584286 -0.0022643688842766243 -0.0010473539001694338 0.00050801778355368486 0.0011003589547818882 0.00096087636263056668 -0.0013422541914127816 0.0017453829969617132 -0.00050270559812673444 0.0011741980820981247 6.4063629230118183e-06 -0.0014648615075966694 -0.00013282470679947791 0.00045781760012298501 0.00095769354761346599 0.00018950529533603048 0.00023193447256084085 -0.0013259644454833304 0.00051900469616381127 -0.0001274699956182331 -0.00043589475052370784
leaf_weight=51 204 48 61 805 68 62 51 61 68 47 58 62 103 53 48 56 57 85 73 65 119 80 50 60 56 709 75 60 193 82 49
leaf_count=51 204 48 61 805 68 62 51 61 68 47 58 62 103 53 48 56 57 85 73 65 119 80 50 60 56 709 75 60 193 82 49
internal_value=0 4.80723e-05 -0.000114363 0.000128368 0.00054834 0.00145251 -9.65417e-05 -6.02252e-05 0.000222788 0.000830778 -0.000235078 -0.000828171 -0.000115197 -0.000513679 6.71519e-05 0.000444445 -0.000193635 0.000798434 0.000126456 8.63548e-07 -3.88009e-05 -0.000580945 0.000598809 -6.662e-05 0.000379516 3.19178e-05 -3.2869e-05 -0.000454401 0.000108411 -0.000509998 6.66287e-05
internal_weight=0 3668 1210 2458 311 130 181 1149 437 157 712 180 280 156 2147 319 113 206 121 1828 1713 199 115 118 124 1514 532 135 397 133 110
internal_count=3719 3668 1210 2458 311 130 181 1149 437 157 712 180 280 156 2147 319 113 206 121 1828 1713 199 115 118 124 1514 532 135 397 133 110
is_linear=0
shrinkage=0.0995203


Tree=5714
num_leaves=23
num_cat=0
split_feature=6 0 3 2 0 0 5 6 26 26 8 2 5 2 2 3 5 4 3 29 6 5
split_gain=0.00853388 0.00457107 0.0106701 0.0110362 0.0187712 0.00974056 0.00578486 0.00601953 0.00487752 0.00649667 0.00538546 0.00927429 0.00424672 0.00705403 0.00620217 0.00567701 0.00802871 0.00493033 0.00437602 0.00385424 0.00570276 0.00509499
threshold=0.23663500000000004 -0.071799999999999989 0.10393500000000001 -0.072419999999999998 0.019150000000000004 -0.068189999999999987 0.25032500000000008 -0.029794999999999999 0.11746500000000003 0.11127500000000003 -0.070134999999999989 -0.067815 -0.06515 -0.076254999999999989 -0.032624999999999994 0.13775000000000004 0.19791500000000004 0.10343500000000001 0.11462500000000002 -0.085279999999999995 0.12241500000000002 -0.087969999999999993
decision_type=2 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 -3 7 -5 9 19 -10 -12 14 17 -4 16 -15 18 -14 -1 21 -21
right_child=-2 2 12 6 -6 -7 -8 -9 10 -11 11 -13 13 15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.00072468520133580684 0.0013646402406208256 0.00090048508593591975 0.0010957753298692161 0.0004720370539659216 -0.00013541102222229906 0.002778662021323161 0.0009061066976440679 -0.00085702392745772287 0.001321260154934314 -0.0011615078491140267 -0.00059809586804563243 0.0011491811105575696 0.001120553804121277 -0.000229113251329138 -0.00020743104692843599 9.171615470333528e-05 -0.0016914230511594337 -0.00057977849986342287 4.8113503963921672e-05 -0.00025246063863895479 -0.0011316423437822728 6.2979872246621618e-05
leaf_weight=64 49 50 71 62 65 65 64 73 53 52 73 51 67 80 72 82 72 55 90 736 48 1625
leaf_count=64 49 50 71 62 65 65 64 73 53 52 73 51 67 80 72 82 72 55 90 736 48 1625
internal_value=0 4.17739e-05 0.00022742 0.000639443 0.00120464 0.00196918 0.000124092 -0.000240577 -2.44313e-05 -6.01213e-05 0.00048008 0.000113941 -3.63118e-05 -0.000188907 0.000433891 -0.000566628 -0.000927172 0.000224149 0.000510993 -3.66313e-05 -5.7197e-05 -3.50064e-05
internal_weight=0 3670 968 379 180 115 199 135 2702 2525 177 124 589 446 143 234 152 212 157 2473 2409 2361
internal_count=3719 3670 968 379 180 115 199 135 2702 2525 177 124 589 446 143 234 152 212 157 2473 2409 2361
is_linear=0
shrinkage=0.0995203


Tree=5715
num_leaves=18
num_cat=0
split_feature=21 8 8 20 5 5 6 20 8 5 0 0 0 0 27 0 0
split_gain=0.00736478 0.0037975 0.00529652 0.00495843 0.00513008 0.00465342 0.0112668 0.00556277 0.0109972 0.00481456 0.00452436 0.00344745 0.00563272 0.00352405 0.00337874 0.0167787 0.0047484
threshold=-0.10962999999999999 -0.085605000000000001 -0.08595499999999999 -0.24350999999999998 -0.54382499999999989 -0.087969999999999993 0.088845000000000021 -0.085594999999999991 -0.086489999999999997 -0.082635 -0.23177499999999998 -0.088329999999999992 -0.10148 -0.084665000000000004 0.08043500000000002 -0.060094999999999996 -0.085894999999999985
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 6 11 -7 9 -9 -6 12 -2 -13 16 -16 -12
right_child=1 3 -4 4 10 7 -8 8 -10 -11 14 13 -14 -15 15 -17 -18
leaf_value=0.001043676174014452 0 -0.00090545182678047594 -0.0011256548734310155 0.0011675059975148709 -0.00071266656213861391 0.00090425174499972653 -0.0014516278048204798 0.0010783243470754308 -0.0014607348352129823 3.1971031180644725e-05 0.00035814567738458016 0.00097486843466949608 -0.00094651979801029635 -0.00010388781730416285 -0.00054123742237334341 0.0016814632661036775 1.2978587783564529e-05
leaf_weight=73 204 47 49 46 65 76 72 48 47 493 523 51 89 70 64 70 1632
leaf_count=73 204 47 49 46 65 76 72 48 47 493 523 51 89 70 64 70 1632
internal_value=0 3.35049e-05 -0.000111262 0.000104773 0.000124898 -6.73279e-05 -0.000301758 0.000103025 0 0.000126322 0.000104176 -9.98027e-05 -0.000285886 0.000344029 0.00012773 0.000613766 9.71276e-05
internal_weight=0 3646 1199 2447 2400 1150 486 664 588 541 2354 414 293 121 2289 134 2155
internal_count=3719 3646 1199 2447 2400 1150 486 664 588 541 2354 414 293 121 2289 134 2155
is_linear=0
shrinkage=0.0995203


Tree=5716
num_leaves=28
num_cat=0
split_feature=8 18 8 2 1 20 10 8 8 20 9 6 3 21 3 4 8 8 8 20 20 20 8 18 4 4 2
split_gain=0.0152772 0.0545196 0.0183598 0.025941 0.0072465 0.0123412 0.00485183 0.00364787 0.00632311 0.00784418 0.00979187 0.00779761 0.00575733 0.00422457 0.010318 0.0117034 0.00466371 0.00966201 0.00584342 0.00419803 0.00805888 0.00706213 0.00289471 0.00435596 0.00359279 0.00681173 0.00263894
threshold=-0.092094999999999996 -0.09404499999999999 -0.11187999999999999 -0.081559999999999994 -0.076894999999999991 -0.00059999999999999995 0.090150000000000022 -0.08595499999999999 -0.086404999999999996 -0.011044999999999999 0.084435000000000024 -0.011749999999999998 0.08895500000000002 -0.032929999999999994 0.10749000000000002 0.08024000000000002 0.097995000000000013 0.15415000000000004 0.24853500000000003 -0.083330000000000001 -0.08231999999999999 -0.16295499999999999 -0.51030999999999993 0.10085500000000001 0.13962500000000003 0.11355500000000003 -0.083204999999999987
decision_type=2 2 2 2 2 2 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 22 -4 -5 -6 7 8 9 10 -2 -11 -13 14 15 26 19 -18 -19 21 -21 -15 -3 24 25 -24 -9
right_child=6 2 3 4 5 -7 -8 13 -10 11 -12 12 -14 16 -16 -17 17 18 -20 20 -22 -23 23 -25 -26 -27 -28
leaf_value=-0.0038707282863672133 -0.0012339919339393736 0.00068118001566193299 -0.0024162327140084638 0.0007519168184537691 0.00041814385718455863 -0.0017624626687924253 -0.0009210099025587585 2.7807355130368021e-05 0.0012571064226811707 0.0015173319654676865 0.00033203260625386781 0.00041631115389339439 -0.00078934209260602285 -0.00077440503939050088 0.00058934261139027215 -0.0022050436470759647 0.0012630602094376537 -0.00083971847048403935 0.0006040443228905294 -0.0013797771029755493 -8.4609111384219965e-05 0.00059392641745246327 4.6076280655731996e-07 0.00070992546758019616 0.0005014674967638885 -0.0012968474061123641 -0.0009318676767596781
leaf_weight=46 80 74 83 50 49 53 60 70 53 52 77 192 49 46 64 48 82 59 52 49 1796 191 117 64 52 60 46
leaf_count=46 80 74 83 50 49 53 60 70 53 52 77 192 49 46 64 48 82 59 52 49 1796 191 117 64 52 60 46
internal_value=0 -0.000566835 -0.000313018 -0.00100023 -0.000221634 -0.000706891 -3.46277e-05 -1.66631e-05 0.00022753 0.00010445 -0.000460728 0.000410086 0.000167781 -6.6063e-05 -0.000474671 -0.000894888 -2.47525e-05 0.000442683 -0.000155986 -6.84767e-05 -0.00011945 0.000324889 0.000124793 -1.29335e-05 -0.00021853 -0.00043468 -0.000345697
internal_weight=0 648 602 235 152 102 3066 3006 503 450 157 293 241 2503 228 164 2275 193 111 2082 1845 237 367 293 229 177 116
internal_count=3714 648 602 235 152 102 3066 3006 503 450 157 293 241 2503 228 164 2275 193 111 2082 1845 237 367 293 229 177 116
is_linear=0
shrinkage=0.0995203


Tree=5717
num_leaves=27
num_cat=0
split_feature=17 17 18 27 18 5 1 3 5 3 19 17 2 9 2 2 2 17 9 5 2 18 17 20 3 5
split_gain=0.0101292 0.00879071 0.0180469 0.00948517 0.0626789 0.00983912 0.0369531 0.011866 0.0176912 0.0121343 0.00623091 0.00564571 0.00525189 0.00486098 0.00459507 0.00495165 0.0036618 0.00718491 0.00513895 0.00593538 0.0114538 0.00856042 0.00446166 0.00318812 0.00270355 0.00285644
threshold=0.059130000000000009 0.0084900000000000028 0.10435500000000002 1.0000000180025095e-35 -0.065634999999999985 -0.094469999999999985 1.0000000180025095e-35 0.096775000000000014 -0.16926499999999997 0.10648500000000002 0.11183000000000003 0.070205000000000017 0.14153500000000005 0.086375000000000021 0.31326500000000007 0.097285000000000024 -0.041009999999999998 0.25342000000000009 0.097510000000000027 -0.040404999999999996 -0.073194999999999996 -0.070104999999999987 0.41435500000000008 -0.084474999999999995 0.090360000000000024 -0.41397
decision_type=2 2 2 2 2 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 5 -5 6 -1 8 -8 -9 14 -2 16 -3 15 -7 18 -18 19 20 -13 -21 -20 -6 -25 -26
right_child=11 2 -4 4 23 10 7 9 -10 -11 -12 12 -14 -15 -16 -17 17 -19 22 21 -22 -23 -24 24 25 -27
leaf_value=-0.0028623722349100612 0.0010403693587552937 -0.00097540117721774892 -0.0024198376818386543 -0.0040652852440864421 -0.00068835542276729684 -1.5390207958009432e-05 -0.00041601066065184852 -0.0019138659161164447 0.0021728976376129989 -0.0001424160204067166 0.0010289403917013843 2.4774995489763576e-05 0.0010122720476882889 0.00022874434550936059 0.00079472090457143008 -0.00071350956706055799 -0.0010676844654489838 0.00050361827060938196 0.0015043546996097638 0.0010519908644688199 -0.0015723796322732507 -0.00018684937277636444 0.0001833873516864621 -0.00035735826226380275 -7.6729885720927771e-05 0.00083298264453637665
leaf_weight=58 71 55 53 46 71 1744 58 50 47 169 57 198 59 82 65 107 75 46 46 101 57 120 60 85 69 65
leaf_count=58 71 55 53 46 71 1744 58 50 47 169 57 198 59 82 65 107 75 46 46 101 57 120 60 85 69 65
internal_value=0 -0.000203442 -0.00085864 -0.000156877 -0.000651904 -8.59017e-05 -0.000548217 -0.000131428 0.000735038 -0.000550595 3.19404e-06 0.000190215 0.000109926 -0.000248697 -2.68941e-05 -5.61884e-05 3.30317e-05 -0.000463564 0.000137682 -1.52192e-07 -0.000329026 0.000375613 0.000764361 -0.000107648 7.68805e-05 0.00035844
internal_weight=0 2881 190 2691 336 2355 382 324 105 219 1973 833 762 137 1916 1851 703 121 582 476 255 221 106 290 219 134
internal_count=3714 2881 190 2691 336 2355 382 324 105 219 1973 833 762 137 1916 1851 703 121 582 476 255 221 106 290 219 134
is_linear=0
shrinkage=0.0995203


Tree=5718
num_leaves=27
num_cat=0
split_feature=8 2 10 1 10 1 1 9 3 1 2 5 8 17 17 17 20 8 8 1 17 2 10 17 21 6
split_gain=0.0119759 0.0393987 0.0840426 0.0662779 0.00388821 0.00381421 0.00654812 0.00572469 0.00596376 0.00445127 0.00365877 0.00394844 0.00285465 0.00612465 0.0141477 0.00710466 0.00832088 0.0070534 0.00680485 0.00526315 0.00353517 0.00595098 0.00333381 0.00334003 0.00316254 0.000497279
threshold=-0.092094999999999996 -0.081559999999999994 0.072470000000000021 -0.081744999999999998 0.090150000000000022 0.18123500000000006 0.0049450000000000015 0.085465000000000027 0.13640000000000005 -0.010764999999999999 -0.079844999999999985 -0.053109999999999997 -0.08595499999999999 0.0031350000000000006 0.11639500000000001 -0.065004999999999993 -0.01137 -0.087954999999999992 -0.089594999999999994 -0.01538 0.51392000000000015 -0.076034999999999991 0.082245000000000026 -0.55026999999999993 -0.091104999999999992 -0.034094999999999993
decision_type=2 2 2 2 2 2 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 9 8 -7 10 -3 -12 13 15 -15 16 -2 18 -17 -19 22 -22 23 -14 -25 -4
right_child=4 5 25 -5 -6 7 -8 -9 -10 -11 11 -13 20 14 -16 17 -18 19 -20 -21 21 -23 -24 24 -26 -27
leaf_value=-0.0012181150506096656 -0.00024045634660960132 -0.00052049047045490677 4.1137802598013917e-05 -0.0064477660103174394 -0.0008144521710148465 0.00084165782254058143 0.0011903029939289965 -0.0012984989315323187 -0.00070299734053361933 -0.0008235037563282682 0.0012471477954665874 0.00011445370330865739 -0.00077790637384123919 0.0017143069372274403 -0.00049458973728292431 -0.00052472739900063506 0.0012004838447461849 -0.0017157968574051871 0.00094992912697168226 -0.00026233492706309575 -0.00025021747966793315 0.0011984196101519299 0.0006213392150706779 -0.00071405808935424162 -5.1259964561390915e-05 0.00048448820226035721
leaf_weight=50 73 47 57 47 60 48 58 46 51 50 46 96 69 72 47 66 85 48 58 54 53 58 66 74 2183 52
leaf_count=50 73 47 57 47 60 48 58 46 51 50 46 96 69 72 47 66 85 48 58 54 53 58 66 74 2183 52
internal_value=0 -0.000492319 -0.0016291 -0.00376051 -2.10995e-05 3.56399e-05 0.000241602 -0.000380581 3.76575e-05 7.94765e-06 0.00023224 0.000487148 -4.99177e-06 0.000211045 0.000835007 1.55507e-05 0.000529552 -0.000340173 0.00015843 -0.000954343 -4.87334e-05 0.000499353 -7.45095e-05 -9.4606e-05 -7.33538e-05 0.000260155
internal_weight=0 648 206 97 3066 442 297 145 99 239 189 142 3006 503 119 384 158 226 124 102 2503 111 2392 2326 2257 109
internal_count=3714 648 206 97 3066 442 297 145 99 239 189 142 3006 503 119 384 158 226 124 102 2503 111 2392 2326 2257 109
is_linear=0
shrinkage=0.0995203


Tree=5719
num_leaves=20
num_cat=0
split_feature=28 17 8 2 2 17 17 17 17 8 17 8 2 17 0 0 17 19 0
split_gain=0.00990216 0.00669711 0.0114875 0.0293094 0.0652565 0.00745945 0.00566034 0.00519579 0.00493967 0.00462634 0.00447726 0.00414217 0.00317819 0.00587143 0.00421375 0.00367669 0.00305469 0.00281774 0.00154014
threshold=0.083225000000000021 0.059130000000000009 -0.092094999999999996 -0.082484999999999989 -0.122295 0.048755000000000014 -0.0042049999999999995 0.070205000000000017 0.033280000000000011 -0.396895 -0.017704999999999995 -0.41646 -0.041009999999999998 0.25342000000000009 -0.068189999999999987 -0.074264999999999984 0.0084900000000000028 0.11183000000000003 -0.11170000000000001
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 8 10 -3 16 -9 11 -5 14 -14 15 -11 17 -4 -8
right_child=-2 7 5 6 -6 -7 18 9 -10 12 -12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.00011337898609591433 -0.0012839216887560133 0.0009993308200125109 -5.3783579335927982e-05 0.00063113371613585025 -0.0045485724455512815 -0.0011939487793150446 -0.00093775103441641656 0.0010263427643211172 0.00094677386232213171 0.00013465506005712143 0.0011198131162500128 -0.00057459198300032724 -0.00097482833890642458 0.00038187873017510462 0.00098127809897063695 -0.0007615628770722175 -0.00078602782977611199 0.00061558042203536782 -0.00026828935187574724
leaf_weight=67 68 70 2164 51 53 56 61 50 50 475 47 63 76 53 53 50 55 64 88
leaf_count=67 68 70 2164 51 53 56 61 50 50 475 47 63 76 53 53 50 55 64 88
internal_value=0 -7.08898e-05 -0.000144106 -0.000617839 -0.00193883 -5.8495e-05 -0.000103847 0.000177692 -3.08893e-05 0.000100633 0.000301986 -2.80074e-05 3.40076e-05 -0.000411076 0.000134759 4.77416e-05 -5.26597e-05 -3.41884e-05 -0.000547859
internal_weight=0 3646 2819 430 120 2389 310 827 2333 757 161 114 707 129 578 525 2283 2228 149
internal_count=3714 3646 2819 430 120 2389 310 827 2333 757 161 114 707 129 578 525 2283 2228 149
is_linear=0
shrinkage=0.0995203


Tree=5720
num_leaves=15
num_cat=0
split_feature=19 28 6 17 6 3 6 6 18 18 6 17 6 6
split_gain=0.010366 0.00841471 0.00703415 0.00686355 0.00607605 0.013883 0.0167921 0.00403729 0.00335505 0.0178646 0.00323552 0.00814325 0.00662198 0.00281776
threshold=0.14107000000000006 0.083225000000000021 0.15086500000000005 -0.088525000000000006 0.087575000000000028 0.085730000000000015 0.088750000000000023 0.087075000000000027 -0.10303999999999999 -0.112385 0.090845000000000023 -0.040099999999999997 0.092120000000000021 -0.064579999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 6 -6 8 9 -1 11 -7 -12 -10
right_child=-2 -3 3 -5 5 10 -8 -9 13 -11 12 -13 -14 -15
leaf_value=3.6595718402176803e-06 -0.0014546637410911452 -0.0010806329332336171 -0.0016006773505259574 -6.970540449907662e-05 0.002329997164953058 0.00070101106695850002 0.00010505593516150343 -0.0008699498138422351 -3.8728037323353947e-05 -0.0020291852496070305 0.0012011289499035663 -0.00057975989462017471 0.00014235646515693196 0.00019172777635009116
leaf_weight=333 47 66 49 74 68 71 68 52 1154 49 66 158 546 958
leaf_count=333 47 66 49 74 68 71 68 52 1154 49 66 158 546 958
internal_value=0 3.24776e-05 5.28517e-05 -0.000686261 7.8889e-05 0.000289878 0.00122355 -1.75409e-06 1.60196e-05 -0.000254955 0.000137919 -0.00017909 0.000257876 6.54188e-05
internal_weight=0 3712 3646 123 3523 977 136 2546 2494 382 841 229 612 2112
internal_count=3759 3712 3646 123 3523 977 136 2546 2494 382 841 229 612 2112
is_linear=0
shrinkage=0.0995203


Tree=5721
num_leaves=19
num_cat=0
split_feature=2 2 19 6 17 17 21 2 8 2 6 2 7 6 27 18 8 8
split_gain=0.00865304 0.062125 0.0087851 0.00604736 0.00575595 0.00436363 0.00421627 0.00614246 0.0198035 0.00492905 0.00806605 0.0058266 0.00410094 0.00529254 0.00466997 0.00341438 0.00435204 0.00301386
threshold=-0.11700999999999999 -0.14091999999999996 0.14023500000000003 0.15086500000000005 -0.088525000000000006 -0.55286000000000002 0.10343500000000001 -0.088554999999999995 -0.080724999999999991 -0.078994999999999996 -0.07150999999999999 -0.065999999999999989 0.056805000000000015 -0.070010000000000003 0.078065000000000023 -0.060544999999999995 0.093085000000000015 0.068430000000000019
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 -5 -2 7 8 -7 10 -8 -11 13 -1 -14 -15 -17 -9
right_child=2 -3 -4 4 -6 6 9 17 -10 11 -12 -13 14 15 -16 16 -18 -19
leaf_value=-0.0010770285452698231 0.0010054249963196988 -0.0037453515056469354 -0.0012203825941299962 -0.0014413773604375053 -1.8469113637792612e-05 0.0017868668624654387 -0.00012682524967925826 7.8008043732177225e-05 -9.254884280429228e-05 0.00053953824670382154 -0.0017612685476750688 -0.0003148825375238272 0.0013278860813024729 -0.00049426681229636585 -4.013941881449726e-05 -0.00017509902592123582 0.0010728027779414191 0.00085307143291437466
leaf_weight=50 53 49 52 49 69 90 89 2419 143 131 46 199 46 63 51 56 53 51
leaf_count=50 53 49 52 49 69 90 89 2419 143 131 46 199 46 63 51 56 53 51
internal_value=0 -0.000445818 6.22157e-05 8.24355e-05 -0.000616276 0.000108287 9.30193e-05 0.00014081 0.000629893 -0.000183025 -0.000689811 2.1816e-05 5.84406e-05 -0.000174576 0.000600176 8.30056e-05 0.000424169 9.43428e-05
internal_weight=0 368 3391 3339 118 3221 3168 2703 233 465 135 330 319 222 97 172 109 2470
internal_count=3759 368 3391 3339 118 3221 3168 2703 233 465 135 330 319 222 97 172 109 2470
is_linear=0
shrinkage=0.0995203


Tree=5722
num_leaves=21
num_cat=0
split_feature=2 2 19 6 1 1 1 2 5 7 3 26 9 27 6 6 6 9 1 3
split_gain=0.00702797 0.0503591 0.00712384 0.00491516 0.00759659 0.00362421 0.0112135 0.00436187 0.00840656 0.00332158 0.00466106 0.0045727 0.00465691 0.00379559 0.00316538 0.00738675 0.00579044 0.00761905 0.00413958 0.00270175
threshold=-0.11700999999999999 -0.14091999999999996 0.14023500000000003 0.15086500000000005 -0.047889999999999995 -0.093734999999999999 -0.098224999999999993 0.096520000000000022 0.25642500000000007 0.056805000000000015 0.090360000000000024 0.056820000000000016 0.095415000000000014 0.078065000000000023 0.090845000000000023 0.090085000000000012 0.092120000000000021 0.08938500000000002 -0.090939999999999993 0.10426500000000002
decision_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 -5 6 7 8 -2 10 -1 12 -12 -11 15 18 -16 -18 -7 -9
right_child=2 -3 -4 4 -6 14 -8 19 -10 13 11 -13 -14 -15 16 -17 17 -19 -20 -21
leaf_value=-0.00090844143540997518 0.00026448130626052205 -0.0033726132280831752 -0.001098929963480002 -0.0015380141113046145 8.3144243986704337e-05 -0.00079871072496689218 0.0018314181100853981 0.0011475170308109072 -0.001257218490863654 0.0011957345941938616 -0.00091564651529201424 0.00095837303432810155 0.00034743719966547667 -3.6144759668646963e-05 0.0011173527530225636 -0.0011191257702018926 -0.00064310477520018424 0.00035524894974907779 5.9572343410407741e-05 0.00017968191708447656
leaf_weight=60 142 49 52 47 71 57 47 57 48 46 52 46 64 51 71 56 95 367 2219 62
leaf_count=60 142 49 52 47 71 57 47 57 48 46 52 46 64 51 71 56 95 367 2219 62
internal_value=0 -0.000401893 5.59519e-05 7.41827e-05 -0.000555634 9.75099e-05 0.000397395 0.000176625 -0.00011564 5.18585e-05 -0.000157569 0.000115479 -0.000211716 0.000539606 5.9961e-05 9.58668e-06 0.000278825 0.000148188 3.77179e-05 0.000650146
internal_weight=0 368 3391 3339 118 3221 356 309 190 319 222 162 116 97 2865 2332 533 462 2276 119
internal_count=3759 368 3391 3339 118 3221 356 309 190 319 222 162 116 97 2865 2332 533 462 2276 119
is_linear=0
shrinkage=0.0995203


Tree=5723
num_leaves=17
num_cat=0
split_feature=19 28 5 20 0 0 17 6 2 2 9 6 9 4 6 4
split_gain=0.00577812 0.00652434 0.00378542 0.0047018 0.00409647 0.0174753 0.0047339 0.00843831 0.004399 0.0171637 0.0115876 0.00437063 0.00405853 0.0040087 0.00349665 0.00320179
threshold=0.14107000000000006 0.083225000000000021 0.51100000000000012 -0.073489999999999986 -0.12236 -0.14075499999999999 -0.095109999999999986 -0.097455 -0.087944999999999995 -0.090919999999999987 0.084345000000000017 0.10384500000000003 -0.095314999999999997 0.10343500000000001 -0.14723999999999998 0.12061000000000001
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 -1 -8 9 11 -11 -6 15 -5 -14 -10
right_child=-2 -3 3 13 8 -7 7 -9 12 10 -12 -13 14 -15 -16 -17
leaf_value=-0.00067953901742751717 -0.0010863381124845807 -0.00095620056142443682 -0.00099394840243651091 0.00041992894484387108 0.00022175270132337779 -0.0015314767892089076 -0.00030539887529876876 0.00061103057274252586 0.0011894925624898907 0.00053547871831318783 0.0027180523881807218 -0.00075027531514041583 -0.00037719919091557295 -0.00072772104635676637 6.8222153310966744e-05 7.6360677151894515e-05
leaf_weight=74 47 66 76 81 330 81 184 215 55 53 46 53 190 48 2109 51
leaf_count=74 47 66 76 81 330 81 184 215 55 53 46 53 190 48 2109 51
internal_value=0 2.39257e-05 4.18925e-05 -0.000372958 6.68454e-05 -0.000180462 4.91649e-05 0.000186365 0.000114586 0.000389301 0.00155787 8.51048e-05 5.91883e-05 -7.57783e-07 3.10544e-05 0.000661652
internal_weight=0 3712 3646 205 3441 554 473 399 2887 482 99 383 2405 129 2299 106
internal_count=3759 3712 3646 205 3441 554 473 399 2887 482 99 383 2405 129 2299 106
is_linear=0
shrinkage=0.0995203


Tree=5724
num_leaves=19
num_cat=0
split_feature=6 24 0 0 26 26 0 0 8 0 5 3 3 20 3 2 20 6
split_gain=0.053296 0.00526702 0.00680866 0.0135574 0.00820718 0.036968 0.0172015 0.00612568 0.0124654 0.00642651 0.00316866 0.00314614 0.00526823 0.00890434 0.00433645 0.0041125 0.00293774 0.00227664
threshold=0.21988000000000005 0.10012000000000003 -0.088174999999999989 -0.088784999999999989 0.082250000000000031 0.084355000000000027 -0.080974999999999991 -0.086474999999999996 -0.088304999999999995 -0.085794999999999996 0.62404000000000015 0.11578500000000001 0.10502000000000002 -0.058504999999999995 0.12168500000000003 0.096520000000000022 0.09327000000000002 -0.25061999999999995
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 -6 -4 8 -7 -9 16 12 15 -14 -13 -1 -8 -16
right_child=-2 -3 4 -5 5 7 10 9 -10 -11 -12 14 13 -15 17 -17 -18 -19
leaf_value=0.00018564302972071071 -0.0027150289656785545 -0.00097509975911080329 0.001755747463649842 0.0016986185407955165 -0.0021546042434014839 0.00048306134911940652 0.00023008025096979393 0.00092283574242490475 -0.0013296687789874178 -5.405036891970569e-05 -0.00048715232503480314 -0.00097835456966481496 -8.24314282397706e-06 0.0014760099866525562 -0.00043390403920115348 -0.00062070558073832954 -0.00059847692605532066 0.00043553267211126191
leaf_weight=750 72 52 66 59 89 59 484 70 101 1408 88 54 77 81 49 68 46 75
leaf_count=750 72 52 66 59 89 59 484 70 101 1408 88 54 77 81 49 68 46 75
internal_value=0 1.8867e-05 3.33551e-05 0.000225819 -6.31362e-05 -0.000178958 0.0002281 -7.11122e-05 -0.000656108 -7.22987e-06 6.36282e-05 0.000149811 0.000220418 0.00074749 -0.000232739 0.000117611 0.000156623 8.53631e-05
internal_weight=0 3676 3624 1213 2411 1727 684 1638 160 1478 618 1154 976 158 178 818 530 124
internal_count=3748 3676 3624 1213 2411 1727 684 1638 160 1478 618 1154 976 158 178 818 530 124
is_linear=0
shrinkage=0.0995203


Tree=5725
num_leaves=21
num_cat=0
split_feature=6 18 3 18 18 18 18 9 9 27 17 17 3 17 0 17 5 18 18 1
split_gain=0.043214 0.00628102 0.030402 0.00921075 0.0253886 0.0234578 0.00722022 0.00541188 0.00883522 0.0222784 0.00328987 0.00648469 0.0111765 0.00575956 0.00364949 0.00290721 0.00654888 0.0101626 0.00262993 0.00302402
threshold=0.21988000000000005 -0.090899999999999995 0.082130000000000022 0.088635000000000019 0.086800000000000016 0.089775000000000021 -0.092084999999999986 0.11891000000000003 0.11296000000000002 -0.0027049999999999995 -0.12118 -0.015100000000000001 0.087745000000000031 -0.15122999999999998 -0.081534999999999982 0.07134500000000002 -0.095169999999999991 0.093060000000000018 0.14994000000000005 -0.057259999999999998
decision_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 -5 10 8 9 -3 13 12 -12 14 -4 16 -7 -18 19 -17
right_child=-2 3 6 5 -6 15 -8 -9 -10 -11 11 -13 -14 -15 -16 18 17 -19 -20 -21
leaf_value=0.0027055540026633251 -0.0024448287022988246 0.0017895963236611314 0.00078592224647268264 0.0023301544280311518 -0.0024155422350548459 0.0012910598653911535 0.0012787151067082838 0.00072305700667580134 -0.0014523717046610641 -0.00015661388166685676 -0.0019604497407972798 0.00042011414670873823 3.631379132337845e-05 0.001166279727136243 -0.0001091850891797645 -0.00095264685520326554 -0.00082067881891068788 0.00033430527471676888 0.00046114693990296146 -7.0820220602688138e-05
leaf_weight=48 72 60 53 50 48 52 48 76 49 1953 48 67 64 50 301 60 93 396 46 114
leaf_count=48 72 60 53 50 48 52 48 76 49 1953 48 67 64 50 301 60 93 396 46 114
internal_value=0 1.69228e-05 0.000290389 -4.47605e-05 -0.000151259 0.000241289 0.000105371 -0.00010004 -0.000130775 -9.81979e-05 7.36182e-06 -0.000346328 -0.000812133 0.000166097 2.25157e-05 0.000102968 0.000227721 0.000112972 -0.000200089 -0.000379603
internal_weight=0 3676 679 2997 2186 811 631 2138 2062 2013 583 179 112 404 354 761 541 489 220 174
internal_count=3748 3676 679 2997 2186 811 631 2138 2062 2013 583 179 112 404 354 761 541 489 220 174
is_linear=0
shrinkage=0.0995203


Tree=5726
num_leaves=20
num_cat=0
split_feature=6 24 0 0 0 0 3 6 20 5 6 17 0 6 3 0 1 21 6
split_gain=0.0350432 0.00401299 0.00504825 0.011207 0.00709124 0.0151412 0.00802653 0.0262659 0.01124 0.0111552 0.00755053 0.00284479 0.00725084 0.00451967 0.00251767 0.00471028 0.00558773 0.00363031 0.00366324
threshold=0.21988000000000005 0.10012000000000003 -0.088174999999999989 -0.088694999999999982 -0.081094999999999987 -0.080674999999999983 0.087385000000000032 0.083720000000000031 -0.085594999999999991 -0.076589999999999991 0.087670000000000012 0.021725000000000005 -0.079805000000000001 0.10877500000000002 0.11578500000000001 -0.23058999999999999 0.0022300000000000006 0.10683000000000002 -0.25061999999999995
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 14 6 -6 7 -4 -8 -10 -9 12 -7 -13 15 -1 -17 18 -16
right_child=-2 -3 4 -5 5 11 8 10 9 -11 -12 13 -14 -15 17 16 -18 -19 -20
leaf_value=0.00087846116702434713 -0.0022015189220109849 -0.00085225719773663331 -0.0025844950158809151 0.0017018968124327398 0.0018319133951611639 -0.0010372774296208422 0.0013688129932554413 0.00012292442604292889 0.0007294268047843271 -0.00047721753297213306 -0.00079306571560671594 2.8472021727186515e-05 1.8214738691894173e-06 0.00077552863738600806 -0.00058650316700106905 -9.9571402095865094e-05 0.00039863756541340313 -0.00088355107831587581 0.00052467646797401974
leaf_weight=91 72 52 57 47 47 71 53 200 101 302 159 279 1028 114 48 492 405 55 75
leaf_count=91 72 52 57 47 47 71 53 200 101 302 159 279 1028 114 48 492 405 55 75
internal_value=0 1.53052e-05 2.79795e-05 0.000193728 -5.50706e-05 7.29805e-05 -0.000282008 -0.000598146 4.60434e-06 -0.000172777 -0.000280485 1.7023e-05 -6.45638e-05 0.000247259 0.000132233 0.000194736 0.00012446 -0.000210094 8.43898e-05
internal_weight=0 3676 3624 1213 2411 1539 872 416 456 403 359 1492 1099 393 1166 988 897 178 123
internal_count=3748 3676 3624 1213 2411 1539 872 416 456 403 359 1492 1099 393 1166 988 897 178 123
is_linear=0
shrinkage=0.0995203


Tree=5727
num_leaves=16
num_cat=0
split_feature=6 18 18 17 0 1 1 18 18 18 8 8 0 17 26
split_gain=0.0284169 0.00554831 0.0241789 0.00935346 0.00602656 0.0084714 0.00618755 0.00500107 0.0278103 0.0160831 0.00341774 0.00864741 0.00336972 0.00281065 0.00262907
threshold=0.21988000000000005 -0.10082999999999999 -0.10872 -0.56005499999999986 0.12433000000000002 -0.44477499999999998 -0.44477499999999998 0.088635000000000019 0.086800000000000016 0.090025000000000022 -0.073029999999999984 -0.050299999999999997 -0.080884999999999999 -0.43873000000000001 -0.057034999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 6 -6 -5 8 -8 -9 12 -12 -1 -13 -15
right_child=-2 3 -4 4 5 -7 7 9 -10 -11 11 13 -14 14 -16
leaf_value=-1.2993972094522448e-05 -0.0019824233019646482 -0.001170812202549289 0.0024499340060047401 -0.00095691124482227168 0.001724023704375296 -0.00014133654879287788 -3.2157114611809691e-05 0.0018531512860995019 -0.0024794391151343829 8.1389077371851008e-05 -0.001188747856620639 -0.00025573807807781671 0.00096396060046148179 0.0009429477523280747 6.1020113375832318e-05
leaf_weight=64 72 70 48 70 47 48 2190 55 47 675 58 91 73 61 79
leaf_count=64 72 70 48 70 47 48 2190 55 47 675 58 91 73 61 79
internal_value=0 1.38263e-05 0.000331762 -3.29829e-05 -7.29106e-06 0.000772909 -3.1966e-05 -9.86794e-06 -8.39412e-05 0.000216 9.11732e-05 -0.000100555 0.000501598 0.000169127 0.000451136
internal_weight=0 3676 474 3202 3132 95 3037 2967 2237 730 426 289 137 231 140
internal_count=3748 3676 474 3202 3132 95 3037 2967 2237 730 426 289 137 231 140
is_linear=0
shrinkage=0.0995203


Tree=5728
num_leaves=15
num_cat=0
split_feature=3 21 20 20 18 29 10 10 5 2 6 20 2 3
split_gain=0.0090126 0.00722006 0.00708191 0.0143427 0.00417942 0.00507717 0.004639 0.00459832 0.00393415 0.0056387 0.00913927 0.0032725 0.00145544 0.000135828
threshold=0.31293500000000007 -0.014264999999999998 -0.042414999999999994 -0.0088249999999999978 0.19545000000000004 -0.096654999999999991 0.090150000000000022 0.086275000000000018 -0.52356999999999998 -0.086554999999999993 -0.007045 -0.081945000000000004 -0.078784999999999994 0.088055000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 5 -3 7 11 -1 13 -11 -7 -6 -10
right_child=-2 4 3 -5 12 6 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.00064234881962799595 0.0012431376359989914 -0.0010149768423619147 0.0019240944612252916 0 0.00025490389350463764 0.00026825187356258013 -0.00079734798762394986 0.00089893354001720444 -0.00043555488832883941 0.0015104006862513833 -4.6229948436982814e-05 -5.0668578734589213e-05 0.001039601290365731 -0.00015313646917011146
leaf_weight=53 63 51 77 75 55 363 73 56 46 70 78 2597 46 46
leaf_count=53 63 51 77 75 55 363 73 56 46 70 78 2597 46 46
internal_value=0 4.19962e-05 0.00041793 0.000969978 -9.36814e-06 -2.98856e-05 -1.33565e-05 5.34796e-06 0.000128749 0.000302444 0.000684483 -1.12812e-05 0.000620396 -0.000303244
internal_weight=0 3686 445 152 3241 3140 3089 3016 293 240 148 2960 101 92
internal_count=3749 3686 445 152 3241 3140 3089 3016 293 240 148 2960 101 92
is_linear=0
shrinkage=0.0995203


Tree=5729
num_leaves=20
num_cat=0
split_feature=11 21 6 9 3 3 21 3 8 8 10 8 9 29 5 9 9 18 18
split_gain=0.0085808 0.00597631 0.00543878 0.0117446 0.0130065 0.00957383 0.00927974 0.00556978 0.00403949 0.00706784 0.00675019 0.00513736 0.00396974 0.018653 0.0151481 0.00328389 0.00492124 0.00417303 0.00265478
threshold=-0.23667999999999997 -0.014264999999999998 -0.0048649999999999995 0.089605000000000018 0.088535000000000016 0.10393500000000001 -0.085204999999999989 0.11462500000000002 -0.409445 -0.091600000000000001 0.090150000000000022 -0.51030999999999993 0.11351500000000002 0.093650000000000025 -0.10586999999999999 0.088825000000000029 0.092465000000000033 0.091725000000000015 0.077940000000000023
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 6 -6 -2 -4 11 15 12 -3 13 -11 -14 17 -17 18 -10
right_child=1 8 7 -5 5 -7 -8 -9 9 10 -12 -13 14 -15 -16 16 -18 -19 -20
leaf_value=0.0010761195891668906 -0.00080175192160996756 0.00010369925827551734 -0.00061848129888706206 -0.00054400463667512067 0.0022715754668110833 0.00051764119252434748 0.0010246784435051948 0.00072978929162833357 0.00053676614193749999 -3.2061417418004103e-05 -0.001132060673586791 -0.0010367434288645124 -0.0020142964332812269 0.0019703505707140351 5.2828399679811108e-05 -0.00071442124181396362 0.00047118579520027997 0.0012332782205000611 -0.00024899821578950855
leaf_weight=80 54 71 88 68 81 52 56 46 182 2333 56 84 47 47 136 59 84 71 54
leaf_count=80 54 71 88 68 81 52 56 46 182 2333 56 84 47 47 136 59 84 71 54
internal_value=0 3.36854e-05 0.000375627 0.000604534 0.000929305 0.00159198 0.000120625 -0.000149533 -1.3258e-05 1.15161e-05 -5.08116e-05 -0.000509066 -2.68675e-05 7.13809e-06 -0.0004736 0.000376082 -1.22562e-05 0.000559636 0.000353504
internal_weight=0 3669 445 311 243 133 110 134 3224 3069 2619 155 2563 2380 183 450 143 307 236
internal_count=3749 3669 445 311 243 133 110 134 3224 3069 2619 155 2563 2380 183 450 143 307 236
is_linear=0
shrinkage=0.0995203


Tree=5730
num_leaves=12
num_cat=0
split_feature=11 0 4 17 3 0 0 0 6 17 26
split_gain=0.00695703 0.00376958 0.0121523 0.00545071 0.00373784 0.00360999 0.00369082 0.00450168 0.00456638 0.00369024 0.00425353
threshold=-0.23667999999999997 0.11291000000000002 0.10333000000000002 -0.55286000000000002 0.10426500000000002 0.048265000000000009 -0.082494999999999999 -0.082885 0.10449000000000003 0.51362000000000008 0.10924500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 -2 -3 6 7 8 -5 10 -8
right_child=1 2 -4 5 -6 -7 9 -9 -10 -11 -12
leaf_value=0.00096902397500035601 0.00083533330429673414 -0.00039655789373892604 -0.0015365148328411692 4.7422248190332511e-05 0.0007978896645686065 0.00071098288527333769 -0.00022835853988500949 0.0010718217164551156 0.00077153811562555383 0.00061108271702689477 0.00019984582870887047
leaf_weight=80 86 49 62 1755 54 76 1092 47 91 68 289
leaf_count=80 86 49 62 1755 54 76 1092 47 91 68 289
internal_value=0 3.03331e-05 -0.000433995 5.24315e-05 0.00022171 3.24934e-05 1.6819e-05 0.000108531 8.35616e-05 -0.00010243 -0.000138156
internal_weight=0 3669 165 3504 103 3418 3342 1893 1846 1449 1381
internal_count=3749 3669 165 3504 103 3418 3342 1893 1846 1449 1381
is_linear=0
shrinkage=0.0995203


Tree=5731
num_leaves=15
num_cat=0
split_feature=11 2 21 6 1 9 21 3 10 10 18 29 9 8
split_gain=0.00580427 0.00923656 0.00482138 0.00718953 0.00750066 0.00736725 0.00904453 0.00684086 0.0034718 0.00386393 0.00304453 0.00582536 0.00328819 0.00106301
threshold=-0.11166 -0.035314999999999992 -0.026109999999999998 -0.0048649999999999995 -0.018369999999999997 0.089645000000000016 -0.083479999999999985 0.088535000000000016 0.090150000000000022 0.086275000000000018 0.19545000000000004 -0.088709999999999997 0.11351500000000002 -0.079434999999999992
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 -2 9 10 11 -4 -13 -12
right_child=2 -3 8 4 -6 -7 -8 -9 -10 -11 13 12 -14 -15
leaf_value=0.0018145946680494867 -0.0001651885086394103 0 -0.0010666739394146344 0.00057683971742287967 -0.00093065084608420377 -0.00034573118262264335 0.001979621592192264 0.0012392235773181417 -0.00069875706174066005 0.00082699882128451372 0.00017194250881523039 1.1373565184475016e-05 -0.00044689355802097997 0.00085777948190560237
leaf_weight=47 71 66 53 60 71 54 60 65 72 55 47 2814 164 50
leaf_count=47 71 66 53 60 71 54 60 65 72 55 47 2814 164 50
internal_value=0 0.00074832 2.35943e-05 0.000358647 -0.000233948 0.000672442 0.000957135 0.000500019 -1.53724e-05 0 -1.44538e-05 -3.22729e-05 -1.35886e-05 0.000533906
internal_weight=0 113 3636 381 131 250 196 136 3255 3183 3128 3031 2978 97
internal_count=3749 113 3636 381 131 250 196 136 3255 3183 3128 3031 2978 97
is_linear=0
shrinkage=0.0995203


Tree=5732
num_leaves=15
num_cat=0
split_feature=21 24 6 26 26 20 5 5 1 26 9 0 3 1
split_gain=0.0197512 0.0130979 0.006339 0.00507632 0.00796137 0.0541623 0.0150307 0.00691443 0.0145604 0.00821544 0.00638811 0.00479948 0.00392186 0.00424619
threshold=-0.10962999999999999 -0.071649999999999991 0.18123500000000006 0.091195000000000012 0.087745000000000031 -0.080754999999999993 -0.085034999999999986 -0.082635 -0.076894999999999991 0.091915000000000024 0.092605000000000021 -0.10148 0.16149500000000003 -0.50158499999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 12 -6 -7 8 -5 -9 -11 -10 13 -3
right_child=1 2 -4 7 5 6 -8 9 11 10 -12 -13 -14 -15
leaf_value=-0.0017009834454635479 -0.0017049912143378596 -0.00051427701098157507 0.00093674621669499714 -0.0017687670474318172 -0.0032977873450329882 0.0010086947964575211 -0.00040337482919402975 0.0015352677530519531 0.00079941747554491168 -0.00020156791468133744 0.00042207893304552668 -0.00026897396670414104 -0.00071530123121634837 4.5060020959003873e-05
leaf_weight=72 46 145 68 53 59 97 323 50 64 243 484 118 78 1839
leaf_count=72 46 145 68 53 59 97 323 50 64 243 484 118 78 1839
internal_value=0 -3.6083e-05 -1.46556e-05 -3.30947e-05 -0.000108356 -0.000473938 -7.53048e-05 0.000155068 -0.000316259 0.000298673 0.000212499 0.000102226 -2.30351e-05 3.76843e-06
internal_weight=0 3667 3621 3553 2541 479 420 1012 235 777 727 182 2062 1984
internal_count=3739 3667 3621 3553 2541 479 420 1012 235 777 727 182 2062 1984
is_linear=0
shrinkage=0.0995203


Tree=5733
num_leaves=15
num_cat=0
split_feature=29 19 19 3 3 17 26 19 19 8 2 17 5 8
split_gain=0.0139474 0.00740747 0.0338391 0.00519125 0.00960161 0.0050238 0.0114871 0.00494814 0.00567901 0.00396295 0.00524147 0.00367604 0.00328615 0.0020476
threshold=0.12737000000000004 0.097510000000000027 0.10517000000000003 0.088115000000000013 0.091140000000000013 0.50644500000000015 0.095385000000000011 0.083475000000000021 0.072660000000000016 -0.091600000000000001 -0.082275000000000001 -0.084209999999999993 0.0053250000000000016 -0.079434999999999992
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 8 9 10 -1 -11 13 -6
right_child=-2 2 3 4 12 6 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=0.00069080939351151116 -0.0017842423878425271 -0.0028688372584715557 0.00065519239366307411 -0.0015082647529117302 -0.00067410892954062696 -0.00041409003365872992 0.0016620420585473784 0.00071714862999590389 -0.0011212165375617999 8.6585507322284075e-05 2.3815954379097003e-05 -0.00016419692266139702 0.00062470624599729148 6.1797220822238755e-05
leaf_weight=165 46 50 72 52 64 49 56 89 47 906 408 1589 60 86
leaf_count=165 46 50 72 52 64 49 56 89 47 906 408 1589 60 86
internal_value=0 -3.99234e-05 -0.000453712 -8.97148e-05 -0.000297547 7.8482e-06 0.000685384 -1.41002e-05 -3.52558e-05 -1.83527e-05 0.000217311 -7.28031e-05 0 -0.000246732
internal_weight=0 3693 384 334 262 3309 105 3204 3115 3068 573 2495 210 150
internal_count=3739 3693 384 334 262 3309 105 3204 3115 3068 573 2495 210 150
is_linear=0
shrinkage=0.0995203


Tree=5734
num_leaves=18
num_cat=0
split_feature=20 27 21 21 21 21 3 21 21 17 17 18 17 20 20 6 8
split_gain=0.01902 0.0119164 0.00377024 0.00506853 0.0106896 0.0379215 0.00794987 0.0062216 0.00463701 0.00429385 0.00424361 0.00818518 0.00498377 0.00381037 0.00448289 0.00479653 0.00407839
threshold=-0.41270499999999993 -0.01137 0.11639500000000003 0.087235000000000021 0.092005000000000017 0.091040000000000024 0.089485000000000023 0.086285000000000014 0.093175000000000022 -0.47196999999999995 0.50644500000000015 -0.064960000000000004 0.40827500000000011 0.15091500000000005 -0.075334999999999999 -0.065394999999999995 -0.062834999999999988
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 6 -5 10 -6 -10 12 -12 -3 14 15 -4 -16
right_child=1 2 13 4 8 -7 -8 -9 9 -11 11 -13 -14 -15 16 -17 -18
leaf_value=-0.002066865563337066 -0.0011677716012098475 4.7561933845193557e-06 0.0014161393952865679 -0.0009209594987229547 0.00095826725832013433 -0.0033363799597390868 0.00030720896530099767 0.001134176815967522 0.00064160790477159411 -0.0002108238844464222 0.001614999405661759 -4.5885762813815632e-05 -0.00095372155708751169 0.0011538829467326196 0.00042057877026518259 0.00012995904755377623 -0.00062436278955178414
leaf_weight=46 89 2269 47 90 46 47 123 50 68 410 47 76 55 47 63 78 88
leaf_count=46 89 2269 47 90 46 47 123 50 68 410 47 76 55 47 63 78 88
internal_value=0 -3.01519e-05 -1.83142e-06 -3.39948e-05 -0.000254871 -0.000776576 -0.000207892 3.50275e-05 2.4273e-06 -8.78448e-05 1.22338e-05 0.000582106 -1.7575e-05 0.000322346 0.000177777 0.000620112 -0.000182972
internal_weight=0 3693 3604 3281 784 260 213 2497 524 478 2447 123 2324 323 276 125 151
internal_count=3739 3693 3604 3281 784 260 213 2497 524 478 2447 123 2324 323 276 125 151
is_linear=0
shrinkage=0.0995203


Tree=5735
num_leaves=20
num_cat=0
split_feature=20 29 9 9 9 1 21 1 26 26 0 9 1 2 2 6 6 9 0
split_gain=0.0154727 0.0108759 0.00350521 0.00987229 0.00658913 0.0158889 0.0363548 0.00676507 0.00442795 0.00439165 0.00413869 0.00474861 0.00461405 0.00404355 0.00387989 0.00352958 0.00634471 0.00434925 0.00121511
threshold=-0.40431 0.12669500000000003 0.094085000000000016 0.094685000000000033 0.088325000000000028 0.05340000000000001 0.096415000000000015 -0.012865 0.089485000000000023 0.088685000000000028 -0.095649999999999999 0.10814500000000002 0.091025000000000009 -0.075899999999999995 -0.074084999999999998 0.098855000000000012 0.092120000000000021 0.086635000000000031 -0.080884999999999999
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 15 7 -7 8 -6 -9 11 -5 14 -14 -12 16 17 -2 -17
right_child=1 -3 3 10 5 6 -8 9 -10 -11 12 -13 13 -15 -16 18 -18 -19 -20
leaf_value=-0.0017384015129221283 -2.6836586437922622e-05 -0.0015136591413412303 0.0015269470755446754 0.00010994649942213533 -0.0008072671552400699 -0.0033379582584970647 0.0005072315348755678 0.0011691798927600755 -0.00012192833015075521 0 0.00034463131335571261 0.001422103072800782 3.5955719450442625e-05 -0.0012171584298635118 -0.00015848318797366507 0.00025621516327261977 -0.0010160926648519215 0.00041617130841211801 0.00098260038789635558
leaf_weight=53 1642 48 50 71 128 51 46 56 360 72 309 46 46 54 296 52 59 253 47
leaf_count=53 1642 48 50 71 128 51 46 56 360 72 309 46 46 54 296 52 59 253 47
internal_value=0 -2.5345e-05 -5.48309e-06 0.000168251 -6.055e-05 -0.000321292 -0.00150603 -0.000133406 -0.000303367 0.000508174 8.46096e-05 0.000632834 -5.21129e-06 -0.00063254 9.71263e-05 2.96063e-05 0 3.18771e-05 0.000609334
internal_weight=0 3686 3638 872 2766 713 97 616 488 128 822 117 705 100 605 2053 1954 1895 99
internal_count=3739 3686 3638 872 2766 713 97 616 488 128 822 117 705 100 605 2053 1954 1895 99
is_linear=0
shrinkage=0.0995203


Tree=5736
num_leaves=22
num_cat=0
split_feature=28 17 5 1 5 5 5 8 1 6 6 8 2 6 1 9 9 0 0 0 9
split_gain=0.0164153 0.013943 0.0040332 0.00984555 0.0260678 0.00898514 0.0212167 0.00778595 0.0106981 0.004855 0.00503481 0.00375602 0.00373645 0.00664502 0.00663047 0.0100653 0.00453104 0.00336624 0.00318295 0.00317252 0.001237
threshold=0.080375000000000016 -0.57205499999999987 0.0016150000000000003 -0.093734999999999999 -0.013384999999999999 0.073820000000000011 0.064585000000000017 -0.082244999999999999 -0.064534999999999995 0.10737000000000003 0.093595000000000025 -0.087844999999999993 -0.075899999999999995 0.10009000000000003 -0.03694999999999999 0.094835000000000017 0.11296000000000002 -0.040384999999999997 -0.069824999999999984 -0.052884999999999995 0.079525000000000026
decision_type=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 20 6 7 11 -9 10 19 -4 13 18 15 -14 -16 -11 -5 -7 -3
right_child=-2 2 5 12 -6 9 -8 8 -10 17 -12 -13 14 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=0.001658435606186079 0.001465850920505602 0.00029074118322146709 -0.00011769242179263119 3.7438145479213043e-05 0.0028225738530465957 0.00025600292432074242 -0.0022738669421273621 -7.5073771749407711e-05 -0.0016135028634537633 0.0012322972023457261 -0.0010275819199039543 0.0011140609505192864 -0.0014761019735243823 0.0010543835149558482 8.555205207830087e-05 0.00011638103550276674 -0.00059903216554243707 6.2732969593610772e-05 0.000727259467089319 -0.00021671629560457203 -0.0004318083257511654
leaf_weight=51 80 46 46 1329 46 287 60 143 66 53 49 50 83 72 658 73 112 48 70 275 47
leaf_count=51 80 46 46 1329 46 287 60 143 66 53 49 50 83 72 658 73 112 48 70 275 47
internal_value=0 2.43921e-05 1.09989e-06 6.98476e-05 0.000884299 -0.00016002 -0.000561663 -0.000222151 -0.000564811 4.47293e-05 -5.96984e-05 0.000515319 2.22767e-05 0.000121153 -0.00013391 -0.000725654 -1.29607e-05 0.00068457 7.2539e-05 2.32335e-05 -6.56159e-05
internal_weight=0 3664 3613 2536 139 1077 365 305 209 712 611 96 2397 1471 926 156 770 101 1399 562 93
internal_count=3744 3664 3613 2536 139 1077 365 305 209 712 611 96 2397 1471 926 156 770 101 1399 562 93
is_linear=0
shrinkage=0.0995203


Tree=5737
num_leaves=16
num_cat=0
split_feature=18 28 18 18 18 18 26 2 3 18 18 6 20 3 2
split_gain=0.0138996 0.0137732 0.00739036 0.0334923 0.0136319 0.00490108 0.00681937 0.0139007 0.004943 0.00428932 0.00367196 0.0032894 0.00535223 0.00377895 0.00457552
threshold=0.31690500000000005 0.080375000000000016 -0.10082999999999999 -0.10872 -0.095799999999999982 -0.022504999999999997 0.086095000000000019 -0.085944999999999994 0.11089500000000001 -0.018864999999999996 -0.015069999999999998 -0.069354999999999986 -0.077945 0.08511500000000001 -0.084869999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 -4 6 8 -8 -6 -7 -11 12 -1 -13 -15
right_child=-2 -3 4 -5 5 9 7 -9 -10 10 -12 13 -14 14 -16
leaf_value=-0.00014404218320768854 0.0017695408377326168 0.0013199691841810934 -0.0015542204882202574 0.0029182780211640161 0.00020858338334130976 0.0010024930808133154 -0.0017710621348781641 -0.00025360625356661115 -0.00086812807856285058 -0.00079486242580150898 5.0993630439803773e-05 0.00074572628044648152 0.001208920588114002 0.00032499838606835421 -0.00052918888179063247
leaf_weight=55 46 80 59 46 344 46 71 393 48 52 2130 47 59 96 172
leaf_count=55 46 80 59 46 344 46 71 393 48 52 2130 47 59 96 172
internal_value=0 2.83505e-05 0 0.000365668 -5.55042e-05 -2.65668e-05 -0.000229146 -0.000487568 7.46527e-05 5.08969e-05 3.04606e-05 9.00526e-05 0.000548995 -7.3442e-05 -0.000220157
internal_weight=0 3698 3618 475 3143 3084 856 464 392 2228 2182 429 114 315 268
internal_count=3744 3698 3618 475 3143 3084 856 464 392 2228 2182 429 114 315 268
is_linear=0
shrinkage=0.0995203


Tree=5738
num_leaves=15
num_cat=0
split_feature=18 28 18 3 18 4 0 17 18 21 0 20 18 18
split_gain=0.0115607 0.0112994 0.00627238 0.0304691 0.0109099 0.00485642 0.00492495 0.00483782 0.00362543 0.00509752 0.00686989 0.00557595 0.00357027 0.00288606
threshold=0.26090000000000008 0.080375000000000016 -0.10082999999999999 0.084795000000000023 -0.095799999999999982 0.10054500000000002 -0.030209999999999997 -0.083000000000000004 -0.022504999999999997 0.085855000000000029 -0.085754999999999984 -0.079399999999999984 -0.018864999999999996 -0.015069999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 -5 9 10 -6 -11 -10 -14
right_child=-2 -3 4 5 8 -7 -8 -9 12 11 -12 -13 13 -15
leaf_value=0.0025099210086991031 0.0012211835867176244 0.0011886054013191464 -0.0013995442843107147 0.00024854949041484977 -0.0010863428943297922 0.00099062451390595887 -0.00095265299578391389 -0.00076969314450295041 0.00090272486581525623 0.00099182471119973938 -0.0001965872646727936 -0.00015492696435722372 -0.00071575749293139809 3.4457809479525855e-05
leaf_weight=56 81 80 59 261 102 47 55 56 46 66 575 113 52 2095
leaf_count=56 81 80 59 261 102 47 55 56 46 66 575 113 52 2095
internal_value=0 1.87793e-05 -7.11174e-06 0.000329448 -5.8812e-05 3.60701e-05 -8.23317e-05 6.60882e-05 -3.25995e-05 -0.000206436 -0.000331851 0.000263324 3.48815e-05 1.59064e-05
internal_weight=0 3663 3583 475 3108 419 372 317 3049 856 677 179 2193 2147
internal_count=3744 3663 3583 475 3108 419 372 317 3049 856 677 179 2193 2147
is_linear=0
shrinkage=0.0995203


Tree=5739
num_leaves=15
num_cat=0
split_feature=17 28 18 17 18 8 8 18 18 3 26 19 26 3
split_gain=0.00975849 0.0090829 0.00542485 0.0232481 0.0176702 0.00399157 0.00594951 0.00480523 0.0081891 0.00367357 0.00362818 0.0030318 0.00508581 0.00392706
threshold=-0.57205499999999987 0.080375000000000016 -0.096219999999999986 -0.015100000000000001 -0.09404499999999999 -0.083849999999999994 -0.084324999999999997 -0.0079049999999999988 -0.020389999999999998 0.084685000000000024 -0.23202999999999999 0.0069650000000000016 0.095150000000000026 0.11816500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -4 6 9 8 -7 -6 -9 12 13 -2
right_child=1 -3 4 -5 5 7 -8 10 -10 -11 -12 -13 -14 -15
leaf_value=0.0014080038966133629 0.00015622212828638951 0.0010703152508864345 -0.0019461693493211304 0.0021220860121932534 -0.00024569625342141813 -0.00020091592265579909 0.0011670166872192913 -0.00075960992429970813 -0.0012991988912516219 0.00016316774637989485 5.5867066696200048e-05 -0.00055989638088143733 0.0010187459332055445 -0.00079476394748673217
leaf_weight=51 274 80 48 61 282 618 51 57 76 941 1028 68 58 51
leaf_count=51 274 80 48 61 282 618 51 57 76 941 1028 68 58 51
internal_value=0 2.14256e-05 -1.57264e-06 0.000298308 -5.13493e-05 -2.12903e-05 0.000112851 -0.000117814 -0.000322369 6.82223e-05 1.22718e-05 4.98172e-05 0.000160207 4.47152e-06
internal_weight=0 3693 3613 512 3101 3053 1274 1779 694 1223 1085 451 383 325
internal_count=3744 3693 3613 512 3101 3053 1274 1779 694 1223 1085 451 383 325
is_linear=0
shrinkage=0.0995203


Tree=5740
num_leaves=40
num_cat=0
split_feature=5 5 0 1 0 6 0 26 2 5 18 9 26 26 5 0 0 9 8 17 4 6 0 2 2 2 17 9 18 18 26 21 9 21 26 9 26 0 6
split_gain=0.00605531 0.0228234 0.0629321 0.0047263 0.0043468 0.0038633 0.00658537 0.00604017 0.0130997 0.0107998 0.00921488 0.00872435 0.00729748 0.00899381 0.00459854 0.00383165 0.0122175 0.00635088 0.0134552 0.0212945 0.0121955 0.00748012 0.00789024 0.00586857 0.0170105 0.00601603 0.0121113 0.00630663 0.00732474 0.00705805 0.00502555 0.00694678 0.00465176 0.00313521 0.00588906 0.00418249 0.0163203 0.00428194 0.00366919
threshold=-0.095169999999999991 -0.13803499999999999 -0.092939999999999995 0.00039500000000000011 -0.225295 0.089315000000000019 -0.084894999999999984 0.091570000000000026 -0.082234999999999989 -0.020074999999999999 -0.070104999999999987 0.092605000000000021 0.088545000000000026 0.084355000000000027 -0.013050000000000001 -0.085754999999999984 -0.086304999999999993 0.084055000000000032 -0.082584999999999992 -0.015100000000000001 0.081905000000000019 0.086100000000000024 -0.087614999999999985 -0.086849999999999997 -0.086050000000000001 -0.095204999999999998 -0.07496499999999999 0.092605000000000021 -0.060544999999999995 -0.025879999999999997 0.097125000000000031 -0.021529999999999997 0.10706000000000003 0.093835000000000016 -0.025024999999999999 0.11408000000000003 0.10725000000000003 -0.15137999999999999 -0.11533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 14 9 -9 -8 -10 -12 13 -11 -7 16 17 18 19 -2 -20 22 -19 25 -25 27 -27 29 -29 -17 31 -26 -32 35 -35 36 37 -6 -36
right_child=5 2 -4 -5 33 6 7 8 10 12 11 -13 -14 -15 -16 23 -18 21 20 -21 -22 -23 -24 24 30 26 -28 28 -30 -31 32 -33 -34 34 38 -37 -38 -39 -40
leaf_value=-0.00067967703934775959 -1.4103725939757951e-05 -0.00070936632177163929 0.0044644460099963965 0.00064051450961073882 0.00079593746471926441 0.0015712087138074829 -0.0011862257073488782 0.001591569595648164 0.0011439949631705613 -0.0001607122815016673 -0.0014250472715537244 6.0818671812783273e-05 -0.00068342383271834226 0.0014563934460121238 0.00021283286179280494 0.0013612828061408669 -0.0017259710565143234 -0.00049665222968700053 -0.0017410310624568601 0.0021984172046494673 0.00012123332276113829 -0.00154055669597348 0.00076555203943718048 0.001747538578387916 -0.00079057848942913189 -0.0020178985814999061 -5.6920735924823689e-05 -0.0011969940913238379 0.00030472934037611125 -0.00019908972727827621 -0.00093100328028134817 0.0002708252163640406 0.00017199798337001811 -0.0011893081622911558 0.00082039440718930832 -0.00050544930784938991 0.0021349576921245758 -3.4296251218017111e-07 -0.00033748025751266964
leaf_weight=72 134 46 46 58 83 52 91 66 63 77 47 229 74 60 50 53 53 261 55 63 93 53 60 62 68 53 78 69 59 61 91 578 63 47 46 63 46 334 65
leaf_count=72 134 46 46 58 83 52 91 66 63 77 47 229 74 60 50 53 53 261 55 63 93 53 60 62 68 53 78 69 59 61 91 578 63 47 46 63 46 334 65
internal_value=0 0.000277624 0.00139922 3.55804e-05 5.40012e-05 -1.79513e-05 0.000165288 5.62034e-05 0.000308356 -0.000279238 5.61119e-05 -0.000189243 0.000108048 0.000541534 0.000913364 -9.22207e-05 -0.000266204 -0.000157461 0.000148724 0.000689299 -0.000565293 -0.000442093 -0.000258176 1.58735e-05 0.000159211 -0.000313183 -0.000856543 -1.5667e-05 -0.000498398 0.000519166 3.50919e-05 0.000157831 -0.00047446 0.000132427 -0.000253769 0.00024999 0.00035455 0.000156186 0.000134985
internal_weight=0 906 150 104 756 2816 809 707 405 302 339 276 211 137 102 2007 772 719 345 197 148 374 321 1235 862 373 131 242 128 114 800 646 154 684 158 526 463 417 111
internal_count=3722 906 150 104 756 2816 809 707 405 302 339 276 211 137 102 2007 772 719 345 197 148 374 321 1235 862 373 131 242 128 114 800 646 154 684 158 526 463 417 111
is_linear=0
shrinkage=0.0995203


Tree=5741
num_leaves=15
num_cat=0
split_feature=20 1 1 6 6 6 9 3 6 6 9 8 21 8
split_gain=0.00523941 0.00611619 0.0468288 0.00730095 0.00541528 0.00665957 0.0047172 0.00472631 0.00403121 0.0116197 0.00373858 0.00368514 0.00677739 0.00389145
threshold=-0.24910499999999999 0.066150000000000028 0.081675000000000011 0.14653500000000005 0.11884000000000002 0.11481500000000001 0.11582000000000002 0.14940500000000004 0.085285000000000014 0.086100000000000024 -0.012169999999999999 -0.07034 0.10470500000000002 -0.088734999999999994
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 11 10 -10 -2 13 -13 -4
right_child=1 2 6 -5 -6 -7 -8 -9 9 -11 -12 12 -14 -15
leaf_value=0.00088358942955606579 0.00028281224483681344 0.0031129063936327266 -9.0281067177023057e-05 -0.0012225817477814025 0.00081933104761974481 -0.001106438366841208 0.00080376710967279216 0.00072706145135471162 0.0014168801725005374 5.8191003746621637e-05 -0.00015336105538206986 -0.00011510717605977945 -0.0013252411578733381 0.00086742654574692988
leaf_weight=73 221 54 185 50 76 56 74 69 67 925 1573 183 62 54
leaf_count=73 221 54 185 50 76 56 74 69 67 925 1573 183 62 54
internal_value=0 3.14259e-05 0.000300518 -3.00408e-05 -9.32599e-06 -3.17738e-05 5.69966e-05 -4.14526e-05 -9.87862e-06 0.000150783 -9.91732e-05 -0.000152705 -0.000424687 0.00012268
internal_weight=0 3649 681 2968 2918 2842 627 553 2786 992 1794 484 245 239
internal_count=3722 3649 681 2968 2918 2842 627 553 2786 992 1794 484 245 239
is_linear=0
shrinkage=0.0995203


Tree=5742
num_leaves=16
num_cat=0
split_feature=10 17 9 29 0 1 17 2 9 20 20 6 1 0 20
split_gain=0.0046294 0.00500853 0.0068516 0.00402754 0.00394607 0.0109854 0.0447123 0.00439495 0.00427884 0.00463837 0.0105209 0.00451532 0.00371082 0.0111965 0.00423733
threshold=0.09056500000000002 -0.55157999999999996 0.093705000000000024 0.12951500000000005 -0.113275 0.066150000000000028 -1.0000000180025095e-35 1.0000000180025095e-35 -0.095314999999999997 -0.0070099999999999997 -0.060199999999999997 0.089090000000000016 -0.053299999999999993 -0.087724999999999984 -0.082419999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 12 -7 -8 -3 10 -10 -11 13 -6 -14
right_child=-2 3 -4 -5 5 6 7 -9 9 11 -12 -13 14 -15 -16
leaf_value=-2.8532390098994178e-05 0.00077885657420285331 -0.00092155681112243617 -0.0015067688653715677 0.00096566137576332642 0.0010263233601275755 0.0032086774046356592 -4.956195229098978e-05 0.00086482906434699606 -0.00018367153588946502 -0.00062849566276416567 0.0012817741782248156 0.00042528675804562891 0.00015871828067843673 2.891089970894294e-05 -0.00026430368573487922
leaf_weight=88 83 72 49 47 122 55 255 65 181 192 66 50 341 1317 739
leaf_count=88 83 72 49 47 122 55 255 65 181 192 66 50 341 1317 739
internal_value=0 2.65952e-05 -0.00056322 4.99028e-05 3.72084e-05 8.42363e-05 0.000586808 0.000133616 -0.000203933 -9.65963e-05 0.000204591 -0.000407389 9.0942e-06 0.000114042 -0.00012998
internal_weight=0 3639 137 3502 3455 2894 375 320 561 489 247 242 2519 1439 1080
internal_count=3722 3639 137 3502 3455 2894 375 320 561 489 247 242 2519 1439 1080
is_linear=0
shrinkage=0.0995203


Tree=5743
num_leaves=22
num_cat=0
split_feature=5 5 2 20 0 17 3 2 4 21 20 9 3 9 17 0 5 3 4 26 3
split_gain=0.00425938 0.0187707 0.0527902 0.00833504 0.0043397 0.0101862 0.00333119 0.00422051 0.00571885 0.003631 0.00366421 0.00326603 0.00930745 0.00619505 0.00556182 0.00539718 0.00367286 0.00683521 0.00419843 0.00276733 0.00236912
threshold=-0.095169999999999991 -0.13803499999999999 -0.078670000000000004 -0.24910499999999999 -0.14795 -0.092649999999999996 0.14940500000000004 0.11995000000000003 0.11419500000000003 -0.080634999999999998 -0.084474999999999995 0.083795000000000022 0.083955000000000016 0.083235000000000017 -0.56005499999999986 -0.085754999999999984 1.0000000180025095e-35 0.11896500000000003 0.11834000000000001 -0.093999999999999986 0.090905000000000027
decision_type=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 5 -5 7 9 -9 -1 -11 13 -13 16 -14 -16 17 -6 -18 -12 -7
right_child=3 2 -4 4 11 20 -8 8 -10 10 19 12 14 -15 15 -17 18 -19 -20 -21 -22
leaf_value=0.0007590039139916138 0.0012652301259439363 0.0035636994694921939 -0.00025079892102989514 -0.001741423137104891 0.0006766027634066338 0.00053927307439486142 0.00063213713620541409 -0.0013965792173016101 2.223836039111789e-06 -0.00079269412668779061 -0.00062515488648310464 -0.0013397186367772658 -0.00097364367243526779 0.0010515201426781683 -0.0003053526953594606 8.4942739969127477e-05 1.7863518177053963e-07 -0.0006301841113277324 -0.0010260595227480022 0.00015974035596644896 -0.00046441661805634855
leaf_weight=66 49 59 91 49 171 46 80 50 66 55 50 56 61 73 461 1468 237 51 47 389 47
leaf_count=66 49 59 91 49 171 46 80 50 66 55 50 56 61 73 461 1468 237 51 47 389 47
internal_value=0 0.000227044 0.00124411 -2.08468e-05 -4.39174e-05 -0.000579935 2.41615e-05 -4.65774e-05 -0.000593652 6.52834e-05 -2.57429e-05 -1.46096e-05 -7.39525e-05 0.000193676 -3.79216e-05 -7.90722e-06 6.82975e-05 0.000372707 -0.000166774 6.84797e-05 2.32296e-05
internal_weight=0 906 150 2816 2767 142 756 676 116 560 494 2625 2046 579 1990 1929 506 222 284 439 93
internal_count=3722 906 150 2816 2767 142 756 676 116 560 494 2625 2046 579 1990 1929 506 222 284 439 93
is_linear=0
shrinkage=0.0995203


Tree=5744
num_leaves=21
num_cat=0
split_feature=19 1 1 20 1 17 3 8 18 26 4 26 9 3 4 4 20 8 20 20
split_gain=0.0167728 0.00576557 0.0134805 0.00645826 0.00705311 0.00592868 0.0217179 0.0115024 0.0105787 0.0067553 0.00344898 0.00324711 0.00337826 0.00426162 0.00305765 0.00606507 0.00519046 0.00280187 0.0106995 0.00855978
threshold=0.14071500000000006 -0.0084199999999999987 -0.0098449999999999996 -0.09638999999999999 -0.0064949999999999999 0.053575000000000012 0.084685000000000024 -0.085814999999999989 -0.074709999999999985 0.089485000000000023 0.090010000000000021 0.11127500000000003 0.11201500000000002 0.10502000000000002 0.11670500000000002 0.10845500000000002 -0.15498999999999999 -0.0092799999999999983 -0.08237499999999999 -0.085504999999999984
decision_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 10 -5 14 -7 9 -9 -8 -3 17 13 -13 15 16 -1 18 -6 -19
right_child=-2 3 -4 4 11 6 7 8 -10 -11 -12 12 -14 -15 -16 -17 -18 19 -20 -21
leaf_value=0.0010571159768189321 0.0019344034561083021 0.0009995957814324637 0.0015621481974365243 -0.0011737177450434988 0.0013264882261369497 0.0023275990269128475 -0.0015312766260291454 0.0015148619586899171 0.00016773815081562882 3.8226200964474184e-05 -6.6808019485478513e-05 -0.0015979693527762343 2.1953243712956315e-05 -0.00022695735314871119 0.00063908533859422813 -0.00099820335694888627 5.5619354907351025e-06 -0.0015133829371903208 -4.9894355741653448e-05 -7.7852530339360493e-05
leaf_weight=48 48 77 66 65 61 53 51 76 248 56 47 46 62 47 78 58 1537 48 666 299
leaf_count=48 48 77 66 65 61 53 51 76 248 56 47 46 62 47 78 58 1537 48 666 299
internal_value=0 6.12066e-05 0.000159654 -9.58853e-05 -0.000162129 0.000117304 0.000425153 0.00018931 0.000486257 -0.000702204 0.000588793 -0.000107961 -0.000534274 -0.000913895 3.02509e-05 8.48734e-07 3.79236e-05 -4.5673e-05 6.44671e-05 -0.000278787
internal_weight=0 3689 2271 1418 1294 2205 484 431 324 107 124 1229 155 93 1721 1643 1585 1074 727 347
internal_count=3737 3689 2271 1418 1294 2205 484 431 324 107 124 1229 155 93 1721 1643 1585 1074 727 347
is_linear=0
shrinkage=0.0995203


Tree=5745
num_leaves=20
num_cat=0
split_feature=19 2 3 18 2 2 5 6 3 3 3 3 2 26 2 26 0 36 3
split_gain=0.0135988 0.00540345 0.0103684 0.0287263 0.00623295 0.0227669 0.0127085 0.00586378 0.00754738 0.00363699 0.00698321 0.00517934 0.00320486 0.00311036 0.00827195 0.00314832 0.00738303 0.00320576 0.00586104
threshold=0.14071500000000006 -0.084869999999999987 0.083815000000000014 -0.0092699999999999987 -0.086554999999999993 -0.086254999999999984 -0.012464999999999999 0.12638500000000005 0.10850000000000003 0.084895000000000012 0.086965000000000028 0.087925000000000017 -0.085599999999999996 0.13970500000000005 -0.057419999999999999 0.11880500000000002 -0.071484999999999993 0.088355000000000031 0.083595000000000017
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 -6 -7 13 -9 -4 -11 -12 -8 15 -15 17 -17 18 -3
right_child=-2 7 4 -5 5 6 12 8 -10 10 11 -13 -14 14 -16 16 -18 -19 -20
leaf_value=0.0023749500548171493 0.0017418911936155498 -0.00078266145387698377 -0.00066721989242931733 -0.00024980085220862387 0.0024155480060591445 -0.0013533809328397969 3.7281583633982097e-05 0.0015734686781588819 1.368939226821163e-05 0.00086511450564265844 -0.00098762628253119757 2.2105214726663831e-05 0.00121828088972013 -0.0015475902187355498 0.00011481914716718907 -0.00032807687870915162 0.001331551100161026 0.0005747314648012785 -3.9622875891313114e-05
leaf_weight=77 48 111 78 88 51 48 47 51 80 90 56 483 47 49 73 52 53 77 2078
leaf_count=77 48 111 78 88 51 48 47 51 80 90 56 483 47 49 73 52 53 77 2078
internal_value=0 5.51374e-05 0.00024426 0.000970122 0.000110275 0.000611714 -3.03775e-05 -2.13094e-05 0.000627181 -2.54519e-05 5.283e-05 -8.12832e-05 0.00063649 -5.57142e-05 -0.00054616 -3.01329e-05 0.000501844 -5.51445e-05 -7.76749e-05
internal_weight=0 3689 1065 165 900 193 142 2624 131 707 629 539 94 2493 122 2371 105 2266 2189
internal_count=3737 3689 1065 165 900 193 142 2624 131 707 629 539 94 2493 122 2371 105 2266 2189
is_linear=0
shrinkage=0.0995203


Tree=5746
num_leaves=20
num_cat=0
split_feature=19 19 21 0 21 21 8 4 18 8 8 0 4 8 8 9 26 4 8
split_gain=0.011025 0.00437578 0.00420319 0.00779393 0.00410968 0.00951956 0.00984647 0.00554815 0.0044177 0.00378882 0.00372831 0.00513968 0.00554926 0.00269442 0.00980485 0.0211296 0.00394734 0.00443166 0.00329228
threshold=0.14071500000000006 0.11174500000000002 0.10886500000000003 -0.083390000000000006 -0.014264999999999998 -0.032929999999999994 -0.087374999999999994 0.10533000000000002 -0.021369999999999997 -0.083804999999999991 -0.409445 -0.11524 0.11785500000000003 -0.068099999999999994 -0.07594999999999999 0.091555000000000011 -0.236315 0.13146500000000003 -0.077259999999999995
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 8 -8 -3 11 -6 -13 14 18 -16 -15 -18 -12
right_child=-2 2 -4 -5 10 -7 7 -9 -10 -11 13 12 -14 16 15 -17 17 -19 -20
leaf_value=0.0010373630392647235 0.0015685379346671053 0.00050916625212557977 0.00031487524725352879 -0.0015586018790958464 -0.0011583898385483641 0.0013902029379535838 -0.00036065269540245501 -0.0011769861452589816 0.00062705046074249145 -0.00070743900603059608 8.6570925571697878e-05 -0.00073691577427535692 0.00080024663088398016 0.00067158597581072252 0.0026682329559393715 0.00023716155997748067 -5.4117820933842379e-05 -0.00094336050758764278 -0.0006153449621209287
leaf_weight=88 48 49 61 59 60 75 109 46 76 52 1517 47 46 69 46 158 1003 59 69
leaf_count=88 48 49 61 59 60 75 109 46 76 52 1517 47 46 69 46 158 1003 59 69
internal_value=0 4.96943e-05 -0.000379046 -0.00064872 7.7252e-05 0.000380093 0.00014004 -0.000198254 4.06815e-05 -0.0001091 3.81701e-05 -0.000440047 1.45987e-05 6.3499e-05 0.000139608 0.000789358 -5.62326e-05 -0.000104291 5.55174e-05
internal_weight=0 3689 221 160 3468 394 319 231 185 101 3074 153 93 2921 1790 204 1131 1062 1586
internal_count=3737 3689 221 160 3468 394 319 231 185 101 3074 153 93 2921 1790 204 1131 1062 1586
is_linear=0
shrinkage=0.0995203


Tree=5747
num_leaves=19
num_cat=0
split_feature=19 2 17 17 0 2 1 6 9 2 9 23 8 5 26 26 9 4
split_gain=0.00893876 0.00412856 0.0090699 0.0499404 0.00690952 0.00672751 0.00946356 0.00475643 0.00652293 0.00422766 0.00312215 0.0109457 0.0103057 0.00452993 0.00435758 0.00445159 0.00288312 0.00448641
threshold=0.14071500000000006 -0.084869999999999987 0.00079000000000000023 0.070205000000000017 -0.085684999999999997 -0.085944999999999994 -0.084204999999999988 0.12638500000000005 0.09667000000000002 -0.086414999999999992 0.11296000000000002 -0.066744999999999985 0.0073150000000000012 -0.034484999999999995 0.15583500000000003 0.11861500000000001 0.10371500000000002 0.10801000000000002
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 9 -7 10 -9 16 11 -3 13 -12 15 -13 17 -1
right_child=-2 7 3 4 -6 6 -8 8 -10 -11 12 14 -14 -15 -16 -17 -18 -19
leaf_value=3.2161103322485759e-05 0.0014124367012048223 0.0014798611574508105 0.0035777502971833983 -0.00071687174129475811 0.0005984820948357816 0.0018426142527770157 -7.2326695753464131e-05 -9.271720806823842e-05 0.0013037022894436532 -0.0009008336127691029 -0.00045251795584467949 -6.0801709305015699e-05 -0.0016320751105492835 0.00082121657561078272 -0.00086424205705193412 0.00063167911406355538 0.00059967408596681951 -0.00098805270691246054
leaf_weight=581 48 47 49 79 79 48 53 69 62 52 69 2119 52 46 64 96 78 46
leaf_count=581 48 47 49 79 79 48 53 69 62 52 69 2119 52 46 64 96 78 46
internal_value=0 4.47487e-05 0.000210081 0.000801725 -5.40137e-05 6.63869e-05 0.000829639 -2.20424e-05 0.000561935 -3.4366e-05 -5.30571e-05 -2.28448e-05 -0.000468956 4.98575e-05 -5.41944e-05 -3.04194e-05 2.83826e-05 -4.13816e-05
internal_weight=0 3689 1065 207 158 858 101 2624 131 757 2493 2326 167 115 2279 2215 705 627
internal_count=3737 3689 1065 207 158 858 101 2624 131 757 2493 2326 167 115 2279 2215 705 627
is_linear=0
shrinkage=0.0995203


Tree=5748
num_leaves=17
num_cat=0
split_feature=19 18 24 5 3 2 26 26 2 2 5 18 26 21 21 18
split_gain=0.00842135 0.00936596 0.00490768 0.00267089 0.00306396 0.00263514 0.00377435 0.0067849 0.0107862 0.00673842 0.013979 0.00694135 0.00513592 0.0027888 0.00399029 0.00308604
threshold=-0.031244999999999998 -0.40801999999999999 -0.070455000000000004 0.51659500000000014 0.11089500000000001 -0.086169999999999983 0.088115000000000013 0.086255000000000012 -0.082404999999999992 -0.083104999999999998 -0.0071849999999999995 -0.10872 0.085740000000000025 -0.091869999999999993 -0.018669999999999996 -0.011569999999999999
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 13 7 12 -9 10 -8 -11 -7 -4 -15 -16
right_child=2 -3 3 4 -6 6 9 8 -10 11 -12 -13 -14 14 15 -17
leaf_value=-0.0019955699088165892 -0.00098662698822482011 0 0.00050885965281472986 0.00085924370854821098 -8.5312286646909008e-05 8.1776465893590496e-05 -0.0014482232711653792 0.0014270109107244167 1.509875875198416e-05 -0.0010032805367388028 0.00062252561113223224 4.4570526027652177e-05 -0.00083980805864458912 -0.00097583178014518969 3.0819424009214659e-05 -0.00038397052799344809
leaf_weight=46 52 47 53 73 61 1187 96 96 124 67 48 948 63 66 375 332
leaf_count=46 52 47 53 73 61 1187 96 96 124 67 48 948 63 66 375 332
internal_value=0 -0.000986046 -2.6529e-05 -1.23903e-05 0.00042315 -2.95194e-05 1.89157e-05 0.000125064 0.000634927 -0.00011501 -0.000752289 -2.37915e-05 3.46737e-05 -0.00018467 -0.000233281 -0.000162804
internal_weight=0 93 3641 3589 134 3455 2629 1470 220 1159 144 1015 1250 826 773 707
internal_count=3734 93 3641 3589 134 3455 2629 1470 220 1159 144 1015 1250 826 773 707
is_linear=0
shrinkage=0.0995203


Tree=5749
num_leaves=16
num_cat=0
split_feature=19 18 7 10 20 29 18 20 20 21 6 26 26 1 1
split_gain=0.00682694 0.0075962 0.00426775 0.00435469 0.00225136 0.00438644 0.00435976 0.00730454 0.00527638 0.0051079 0.00363389 0.00327094 0.00530521 0.00418778 0.00325115
threshold=-0.031244999999999998 -0.40801999999999999 0.082295000000000021 0.077600000000000016 0.0057800000000000013 0.097705000000000028 0.089365000000000014 0.10252000000000001 0.10337500000000002 0.10900500000000002 -0.53620499999999993 0.083970000000000031 0.084355000000000027 0.50996500000000011 -0.0046399999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 10 7 14 -8 -9 -2 13 -13 -12 -6
right_child=2 -3 3 -5 6 -7 8 9 -10 -11 11 12 -14 -15 -16
leaf_value=-0.0017969703669882273 -0.00084741446819258496 0 -0.0012719898586578721 7.4187723978959632e-06 0.00055210015425669447 -0.00084694109949694858 -0.0010600230035910196 -0.00057232781873046697 0.0003612092508986876 0.00063382232829314455 8.5452829917401018e-05 -0.0010347670703369804 -5.0578731056412417e-05 0.00091595713820920267 0.0017698754968296186
leaf_weight=46 51 47 54 49 46 64 48 70 55 69 1089 56 1880 64 46
leaf_count=46 51 47 54 49 46 64 48 70 55 69 1089 56 1880 64 46
internal_value=0 -0.000887814 -2.38441e-05 -0.000655392 -5.22675e-06 -3.10851e-05 0.000240377 0.00048182 -0.000293165 2.05192e-05 -1.41955e-05 -1.7383e-07 -7.94699e-05 0.000132262 0.00116989
internal_weight=0 93 3641 103 3538 3204 334 231 103 139 3140 3089 1936 1153 92
internal_count=3734 93 3641 103 3538 3204 334 231 103 139 3140 3089 1936 1153 92
is_linear=0
shrinkage=0.0995203


Tree=5750
num_leaves=14
num_cat=0
split_feature=19 18 9 24 9 9 9 0 26 0 9 6 17
split_gain=0.00553394 0.00616099 0.00513232 0.00615382 0.00374946 0.00849714 0.00447547 0.00487481 0.00353107 0.00239226 0.00671569 0.00233136 0.00291245
threshold=-0.031244999999999998 -0.40801999999999999 0.11819000000000003 -0.070599999999999996 0.09697500000000002 0.096130000000000021 0.098465000000000011 -0.038659999999999993 0.096535000000000024 -0.057604999999999996 0.15091000000000004 0.18123500000000006 -0.56655999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 11 -6 8 -8 10 -4 12 -5
right_child=2 -3 9 4 6 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.0016181356354314845 -0.0011915760653925759 0 7.3301466200237752e-05 -0.00068512910419723703 -0.00098223645491879279 0.00108257766345595 -0.0007198411759577354 0.00070299530590269899 -7.3674227203284779e-06 4.3739061749806315e-06 0.0016740068659365744 0.00064054840590117899 -1.5738016332095809e-05
leaf_weight=46 46 47 59 66 80 71 123 55 162 61 48 52 2818
leaf_count=46 46 47 59 66 80 71 123 55 162 61 48 52 2818
internal_value=0 -0.000799358 -2.14487e-05 -4.76518e-05 -3.20582e-05 6.57955e-06 -0.000310635 -0.000150204 -0.000317729 0.000515364 0.000799026 -1.9162e-05 -3.13408e-05
internal_weight=0 93 3641 3473 3427 3007 420 340 285 168 107 2936 2884
internal_count=3734 93 3641 3473 3427 3007 420 340 285 168 107 2936 2884
is_linear=0
shrinkage=0.0995203


Tree=5751
num_leaves=15
num_cat=0
split_feature=19 9 24 5 5 9 9 6 0 1 0 9 6 17
split_gain=0.00449205 0.00424871 0.00496428 0.00465075 0.00429486 0.0037747 0.00974219 0.00421744 0.0122689 0.00793619 0.00587957 0.00216717 0.00189088 0.00236114
threshold=-0.050215000000000003 0.11582000000000002 -0.070599999999999996 -0.063819999999999988 0.057175000000000011 0.09667000000000002 0.096130000000000021 0.098855000000000012 -0.069569999999999993 -0.072579999999999992 -0.071029999999999996 0.14805500000000002 0.18123500000000006 -0.56655999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 11 -5 6 12 9 -9 -7 -11 -3 13 -4
right_child=1 3 5 4 -6 7 -8 8 -10 10 -12 -13 -14 -15
leaf_value=-0.00072785041007635356 -0.0010729903625274031 0.0013940776882724604 -0.00061694503203083668 -0.00074031604607883831 0.00055428409817169001 0.00068796412506386562 0.0013195314504579202 -0.0020682825683472966 0.00017013619101241556 -2.6027470970420635e-05 -0.0010678429093313598 0.00042087850986690289 0.00057680065706708806 -1.4171760858985898e-05
leaf_weight=91 46 49 66 47 55 84 55 46 50 137 90 48 52 2818
leaf_count=91 46 49 66 47 55 84 55 46 50 137 90 48 52 2818
internal_value=0 -1.94728e-05 -4.55225e-05 0.000427243 -3.42217e-05 -3.13724e-05 7.05279e-06 -0.000315766 -0.000893913 -0.000134671 -0.000442688 0.000920934 -1.7255e-05 -2.825e-05
internal_weight=0 3643 3444 199 102 3398 2991 407 96 311 227 97 2936 2884
internal_count=3734 3643 3444 199 102 3398 2991 407 96 311 227 97 2936 2884
is_linear=0
shrinkage=0.0995203


Tree=5752
num_leaves=20
num_cat=0
split_feature=22 6 2 17 18 18 2 5 26 26 26 5 17 17 5 17 0 0 0
split_gain=0.0268024 0.00695199 0.00643019 0.00639537 0.0143639 0.0184581 0.00710425 0.0123917 0.0041938 0.00734796 0.00427065 0.00396042 0.00373902 0.00821108 0.00460377 0.00408132 0.00592968 0.00422097 0.00252764
threshold=0.13160500000000006 0.12638500000000005 -0.011474999999999999 -0.067414999999999989 -0.09404499999999999 -0.120155 0.15165000000000003 -0.11517000000000001 0.11991000000000003 0.29612500000000008 0.11575500000000001 0.063170000000000018 -0.078119999999999995 -0.082354999999999998 -0.012464999999999999 -0.093784999999999993 -0.088174999999999989 -0.14731999999999998 -0.12236
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 12 5 -5 8 18 10 -10 -6 -3 13 15 -14 17 -17 -1 -8
right_child=-2 2 -4 4 6 -7 7 -9 9 -11 -12 -13 14 -15 -16 16 -18 -19 -20
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leaf_weight=55 57 66 53 53 1744 46 51 55 74 73 86 48 72 50 46 85 98 884 53
leaf_count=55 57 66 53 53 1744 46 51 55 74 73 86 48 72 50 46 85 98 884 53
internal_value=0 -1.67308e-05 0.000610339 -4.6671e-05 -0.000148682 -0.00132122 -9.39537e-05 -0.00073426 -4.2043e-05 -0.000553472 -5.13686e-07 0.000181093 0.000129435 7.48853e-05 0.000664294 0.00013115 0.000561512 4.64052e-05 -8.70861e-05
internal_weight=0 3692 167 3525 2235 99 2136 159 1977 147 1830 114 1290 1172 118 1122 183 939 104
internal_count=3749 3692 167 3525 2235 99 2136 159 1977 147 1830 114 1290 1172 118 1122 183 939 104
is_linear=0
shrinkage=0.0995203


Tree=5753
num_leaves=20
num_cat=0
split_feature=10 6 1 17 18 2 17 2 17 26 26 1 9 5 2 3 17 5 17
split_gain=0.0219142 0.00573339 0.00576176 0.0047567 0.0118033 0.0158163 0.00762188 0.00995456 0.00778678 0.00666933 0.00677334 0.00413718 0.00328826 0.00644804 0.00644537 0.00501922 0.00446979 0.00462705 0.00459616
threshold=0.093790000000000026 0.12638500000000005 -0.035694999999999998 -0.067414999999999989 -0.09404499999999999 -0.084869999999999987 -0.0044799999999999987 0.092170000000000016 -0.015464999999999998 0.12043500000000003 0.29612500000000008 -0.087944999999999995 0.098720000000000016 0.51659500000000014 -0.072419999999999998 0.11308000000000003 -0.078119999999999995 -0.015824999999999995 -0.082354999999999998
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 12 5 -5 7 8 -6 11 -11 -8 13 16 -14 -15 18 -18 -1
right_child=-2 2 -4 4 6 -7 9 -9 -10 10 -12 -13 14 15 -16 -17 17 -19 -20
leaf_value=6.7077209330405733e-05 -0.0018425509278425232 0.0011043166055056915 -7.014345136311947e-05 3.8633239607820754e-05 0.00010088887831224043 -0.0024615366495594751 0.00070881716281001941 -0.0017934939131044139 -0.0006568128508587449 -0.0013200617991747043 0.00016361225915876554 4.9835298003541521e-05 -0.00098030978304660928 0.0013498544410194809 0.00037745441943193151 2.3387855989182813e-05 0.0014491453795943134 0.00011571759308564802 -0.00092333268946496105
leaf_weight=869 66 89 75 50 277 49 102 46 258 69 53 1328 74 76 64 47 46 62 49
leaf_count=869 66 89 75 50 277 49 102 46 258 69 53 1328 74 76 64 47 46 62 49
internal_value=0 -1.26279e-05 0.000562224 -3.96511e-05 -0.000127684 -0.00119056 -7.79687e-05 -0.000385563 -0.000262977 3.66536e-05 -0.000668805 9.74121e-05 0.000112386 0.000167995 -0.00034469 0.000849649 8.54782e-05 0.000691239 1.33204e-05
internal_weight=0 3683 164 3519 2232 99 2133 581 535 1552 122 1430 1287 1149 138 123 1026 108 918
internal_count=3749 3683 164 3519 2232 99 2133 581 535 1552 122 1430 1287 1149 138 123 1026 108 918
is_linear=0
shrinkage=0.0995203


Tree=5754
num_leaves=15
num_cat=0
split_feature=10 20 2 20 2 21 2 17 20 6 2 9 18 21
split_gain=0.0177717 0.00549748 0.00672157 0.0125246 0.00738263 0.00594126 0.0047583 0.00423591 0.00363094 0.00336461 0.00306511 0.00418272 0.00351537 0.00298404
threshold=0.093790000000000026 -0.085594999999999991 -0.086414999999999992 -0.09280999999999999 -0.067815 0.09296500000000002 -0.241895 0.11012500000000003 -0.084474999999999995 0.12638500000000005 0.14685000000000001 -0.042790000000000002 -0.092584999999999987 0.091040000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 -6 -3 13 -8 10 12 -12 -10 -1
right_child=-2 6 3 -5 5 -7 8 -9 9 -11 11 -13 -14 -15
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leaf_weight=89 66 58 56 54 88 52 54 55 490 59 98 101 2371 58
leaf_count=89 66 58 56 54 88 52 54 55 490 59 98 101 2371 58
internal_value=0 -1.12385e-05 0.000313565 0.000659011 0.000284399 0.00067363 -5.69302e-05 -0.000109915 -7.34959e-05 -5.92065e-05 -7.38009e-05 -0.000451947 -4.72123e-05 0.000164184
internal_weight=0 3683 452 250 196 140 3231 202 3173 3119 3060 199 2861 147
internal_count=3749 3683 452 250 196 140 3231 202 3173 3119 3060 199 2861 147
is_linear=0
shrinkage=0.0995203


Tree=5755
num_leaves=27
num_cat=0
split_feature=27 17 2 2 3 5 17 0 2 1 17 2 17 2 1 26 20 9 8 26 20 17 3 0 1 0
split_gain=0.0157326 0.00456035 0.00885521 0.0111391 0.00852812 0.0362563 0.00724178 0.00915402 0.0104431 0.00941136 0.00602919 0.00769557 0.0048298 0.0138997 0.0116478 0.0173232 0.00605245 0.0109548 0.0109195 0.00932802 0.0122041 0.00980399 0.00472465 0.00304535 0.00849401 0.00551872
threshold=0.11410500000000003 -0.084209999999999993 0.10003000000000002 0.12875500000000004 0.084380000000000024 -0.0086449999999999982 0.11180000000000002 -0.086414999999999992 -0.084474999999999995 -0.082635 -0.089699999999999988 0.0049750000000000011 -0.0064000000000000003 0.096520000000000022 -0.076090000000000005 0.093245000000000022 -0.009049999999999999 0.11408000000000003 -0.022279999999999998 -0.01278 -0.048779999999999997 0.006145000000000002 0.087675000000000017 -0.08269 -0.0064949999999999999 -0.079665
decision_type=2 2 2 2 2 2 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 5 6 7 9 -9 -3 11 23 13 14 15 -6 19 18 -18 21 -21 -14 -16 24 -1 -25
right_child=-2 4 3 -5 12 -7 -8 8 -10 -11 -12 -13 16 -15 22 -17 17 -19 -20 20 -22 -23 -24 25 -26 -27
leaf_value=3.7948273499479889e-05 -0.0015253193625946924 -0.0015426201077511385 0.0019710080571644071 -8.7111081053157777e-06 3.078862806648208e-05 -0.0030839856061298829 -0.0011627088749470295 0.0019474140300202504 -0.00013635047080617213 0.00018874249078239242 0.0008387426800108912 -0.0012237869523170897 0.0016256113719604274 -0.0016805234008574765 -0.00028932386434971666 -0.0016120438134433557 0.00015158217445036338 -0.0012530021074186595 0.0010456665744619541 -0.00014053391486431576 -0.0015328561045085179 -0.00021480750198441144 0.000527056978416302 -0.00065000667633723465 0.001380762043810593 8.2915211716968055e-05
leaf_weight=216 69 47 57 54 169 48 54 46 48 90 91 49 53 60 97 101 731 46 167 381 75 61 245 127 60 507
leaf_count=216 69 47 57 54 169 48 54 46 48 90 91 49 53 60 97 101 731 46 167 381 75 61 245 127 60 507
internal_value=0 -8.25773e-06 0.000154682 0.00100053 -8.36811e-05 -0.000552902 -0.000123742 0.00011559 0.000874656 -0.000399254 6.44842e-05 -8.13202e-06 -1.18287e-05 -0.000234197 -9.10621e-05 -0.000580721 8.63303e-05 0.000241308 0.000318766 -0.000168898 -0.00037133 0.000633645 0.000293117 5.64268e-05 0.000332831 -6.26092e-05
internal_weight=0 3680 1161 111 2519 333 285 231 94 137 1050 959 2186 672 612 270 1514 944 898 570 456 114 342 910 276 634
internal_count=3749 3680 1161 111 2519 333 285 231 94 137 1050 959 2186 672 612 270 1514 944 898 570 456 114 342 910 276 634
is_linear=0
shrinkage=0.0995203


Tree=5756
num_leaves=32
num_cat=0
split_feature=9 9 5 0 0 0 5 3 18 18 17 1 0 3 22 29 8 3 18 0 17 2 17 3 2 9 26 17 2 26 26
split_gain=0.0109536 0.0152512 0.00553297 0.0153005 0.0713382 0.0125713 0.0101341 0.00736019 0.00698015 0.00788774 0.00480287 0.0108965 0.0100664 0.00877215 0.00436848 0.00479216 0.0038693 0.00448978 0.0094497 0.00532 0.00441929 0.00595644 0.00517825 0.00352715 0.00328304 0.0126809 0.0212186 0.0136818 0.00799299 0.0099147 0.00157037
threshold=0.087495000000000031 0.087980000000000017 -0.039649999999999998 -0.082224999999999993 -0.083814999999999987 -0.079805000000000001 -0.045014999999999993 0.089535000000000017 0.027500000000000007 -0.0032949999999999998 -0.16207999999999997 -0.01538 -0.080884999999999999 0.099655000000000021 0.098480000000000026 0.090185000000000015 -0.0077949999999999998 0.086605000000000029 0.089365000000000014 -0.13955999999999999 -0.067864999999999995 -0.0064000000000000003 0.24923500000000007 0.11693000000000002 -0.076524999999999996 0.11296000000000002 0.11081000000000002 0.021725000000000005 -0.077604999999999993 0.11746500000000003 0.086645000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 7 -5 24 -4 9 -7 11 12 -1 -14 15 16 20 19 -19 -18 21 -12 -22 -16 28 26 -26 -27 29 -3 -10
right_child=1 2 3 5 -6 8 -8 -9 30 -11 14 -13 13 -15 23 -17 17 18 -20 -21 22 -23 -24 -25 25 27 -28 -29 -30 -31 -32
leaf_value=-0.0016842030196116931 0.0014843614556241278 -0.00018463132740302325 -0.00094950772737748879 -0.0010603688569270785 0.0044531047521041717 0.00026724021220316582 -0.0014449707719461533 0.00057363006638904974 -7.1897455742421835e-05 0.0015967983349533092 0.00012822198449407828 0.00057587924720496305 0.00049145120643280331 -0.0012946900911013754 0.0010281193273600578 -0.00094988916656992245 0.00092296770796694593 -0.00097222967944549609 0.00057883419444946214 -0.00050146197664126756 -0.00019905313128198529 0.001331914247074655 0.00071154490257378203 -3.8403831113909768e-05 0.00012570582078362189 -0.0013184558114162639 0.002701836945581891 0.00085847237048612809 -0.0012885182322231131 0.001150089454921459 -0.00088778536032555594
leaf_weight=90 87 362 55 82 47 491 49 73 46 49 284 65 64 47 61 67 48 179 49 56 765 48 67 59 104 72 46 47 52 65 53
leaf_count=90 87 362 55 82 47 491 49 73 46 49 284 65 64 47 61 67 48 179 49 56 765 48 67 59 104 72 46 47 52 65 53
internal_value=0 0.000198385 0.000131818 0.000301649 0.00113685 9.77956e-05 -5.80819e-05 -7.44478e-05 0.000247699 0.000389401 -0.000143048 -0.000536561 -0.000900378 -0.000257468 -8.03664e-05 -0.000125212 -8.77305e-05 -0.000387431 -0.000635296 0.000148096 -1.54574e-06 0.000304716 -0.00012474 0.000496924 3.16761e-05 0.000310766 0.000921177 -0.000451781 -0.000123348 1.66293e-05 -0.000516955
internal_weight=0 1780 1693 896 175 721 797 128 639 540 1949 266 201 111 1683 1563 1496 332 228 104 1164 332 832 120 748 269 150 119 479 427 99
internal_count=3729 1780 1693 896 175 721 797 128 639 540 1949 266 201 111 1683 1563 1496 332 228 104 1164 332 832 120 748 269 150 119 479 427 99
is_linear=0
shrinkage=0.0995203


Tree=5757
num_leaves=27
num_cat=0
split_feature=9 9 5 0 0 0 5 2 2 2 4 1 1 9 17 1 4 3 22 29 17 6 17 5 4 8
split_gain=0.00887736 0.0123647 0.00448311 0.0124082 0.0578444 0.0101928 0.00821824 0.00689146 0.00566825 0.00613952 0.00420936 0.00467539 0.00633282 0.00395617 0.00388838 0.00884356 0.0107622 0.00883858 0.00353356 0.0038866 0.00363762 0.00492136 0.00484007 0.00342504 0.00335412 0.00246964
threshold=0.087495000000000031 0.087980000000000017 -0.039649999999999998 -0.082224999999999993 -0.083814999999999987 -0.079805000000000001 -0.045014999999999993 -0.081804999999999989 -0.054390000000000001 -0.073884999999999992 0.12498500000000003 0.05340000000000001 0.15756500000000004 0.094010000000000024 -0.16207999999999997 -0.01538 0.076195000000000027 0.099655000000000021 0.098480000000000026 0.091190000000000021 -0.12118 0.08463500000000003 -0.095109999999999986 0.0053250000000000016 0.11394500000000003 -0.082419999999999993
decision_type=2 2 2 2 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 6 4 7 -5 10 -4 9 -7 11 13 -13 -3 15 16 25 -18 19 20 21 -16 -22 -24 -20 -1
right_child=1 2 3 5 -6 8 -8 -9 -10 -11 -12 12 -14 -15 18 -17 17 -19 24 -21 22 -23 23 -25 -26 -27
leaf_value=-0.0010317366857294551 0.0013366375627775708 0.00043224500692274199 -0.00077996654546434957 -0.00095484075777011216 0.0040099307869377572 0.00012336134152781579 -0.0013011670383795699 0.00067999477163521998 -0.0008124630316969217 0.00087189741828013357 0.00081446879660911433 -0.0011533459897188764 -3.2284067029441613e-05 -0.00014975452702228089 0.00094394647698414021 0.00051856761409728403 0.00071859542375140532 -0.0010921976695582895 0.00095683049661008464 -0.00087343521331063054 -0.00091044200235210096 -0.00033695737144030064 -0.00012983092520270229 0.00045925016903281614 -8.4309954248430743e-05 -0.0021049284045424549
leaf_weight=46 87 230 66 82 47 446 49 62 48 145 62 76 150 230 75 65 57 50 62 64 74 48 1196 106 58 48
leaf_count=46 87 230 66 82 47 446 49 62 48 145 62 76 150 230 75 65 57 50 62 64 74 48 1196 106 58 48
internal_value=0 0.000178642 0.000118651 0.000271538 0.00102371 8.7837e-05 -5.21994e-05 -6.64023e-05 0.00022292 0.000308398 2.85237e-05 -4.1316e-05 -0.000412901 0.000139466 -0.000128728 -0.000482856 -0.000810772 -0.000119919 -7.22715e-05 -0.000112646 -7.96184e-05 0.000437426 -0.000126432 -8.12432e-05 0.000446791 -0.00158846
internal_weight=0 1780 1693 896 175 721 797 128 639 591 748 686 226 460 1949 266 201 107 1683 1563 1499 123 1376 1302 120 94
internal_count=3729 1780 1693 896 175 721 797 128 639 591 748 686 226 460 1949 266 201 107 1683 1563 1499 123 1376 1302 120 94
is_linear=0
shrinkage=0.0995203


Tree=5758
num_leaves=25
num_cat=0
split_feature=18 0 0 8 17 0 26 26 26 3 17 17 0 19 29 0 17 17 3 3 6 18 18 6
split_gain=0.00740908 0.00522637 0.0177666 0.0423888 0.0164556 0.00755212 0.00701303 0.0130572 0.0082914 0.00645963 0.00543937 0.00475661 0.00500425 0.00473154 0.00508319 0.00415286 0.0039046 0.0100058 0.00596614 0.0110016 0.00510457 0.0136405 0.00741632 0.00450646
threshold=-0.47082499999999999 -0.082794999999999994 -0.080974999999999991 -0.077604999999999993 0.0065250000000000013 -0.083390000000000006 0.08919500000000001 0.090385000000000021 0.088055000000000022 0.087045000000000025 -0.083000000000000004 0.006145000000000002 -0.097424999999999998 0.11368500000000002 0.0044100000000000016 -0.095114999999999991 -0.09744499999999999 -0.087770000000000001 0.08511500000000001 0.08785500000000003 0.10877500000000002 -0.067359999999999989 -0.085709999999999995 -0.07990499999999999
decision_type=2 2 2 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 8 -8 13 -10 -3 15 -13 14 -2 -9 18 -18 -4 -20 22 -22 -19 -21
right_child=1 2 16 -5 -6 -7 7 11 9 -11 -12 12 -14 -15 -16 -17 17 20 19 23 21 -23 -24 -25
leaf_value=0.0012443723864837904 -0.00010800977315517378 -0.00106377382774688 0.00083847308689659415 0.0036343373297545111 0.0016664060046211282 -0.0011968374377237206 0.0016211568261006381 0.0002147311085821231 -0.0019240198715771582 -0.00030462294496352979 0.00019900123480111638 -9.6898071130270341e-05 0.0012096927658031616 0.00076332034255782548 -0.0010270654970729438 -0.00066876025362957526 0.0014533869096847729 -0.0010680124526138174 -0.0017692336889425927 -0.001047871674983776 0.0018250197201892984 -7.431542020132264e-05 3.0649615985764916e-05 -5.9229771882813985e-05
leaf_weight=48 1218 57 50 46 59 62 62 101 46 55 81 56 58 58 63 108 53 67 46 51 55 115 652 462
leaf_count=48 1218 57 50 46 59 62 62 101 46 55 81 56 58 58 63 108 53 67 46 51 55 115 652 462
internal_value=0 0 0.000121517 0.000912758 0.000273106 -0.000115728 -7.85517e-05 0.000297947 -0.000179781 -0.00105028 -0.000316648 4.14211e-05 0.000560678 -0.000113509 -0.000153848 -0.000237893 -1.92177e-06 0.000124508 -0.000198827 -0.000293073 4.43621e-05 0.00053536 -7.05907e-05 -0.000159112
internal_weight=0 3681 1794 243 197 1887 1825 385 1440 101 138 323 114 1339 1281 209 1551 942 609 559 889 170 719 513
internal_count=3729 3681 1794 243 197 1887 1825 385 1440 101 138 323 114 1339 1281 209 1551 942 609 559 889 170 719 513
is_linear=0
shrinkage=0.0995203


Tree=5759
num_leaves=22
num_cat=0
split_feature=18 9 3 9 9 8 3 3 3 3 3 17 9 7 6 8 8 9 23 26 8
split_gain=0.00600823 0.00507433 0.0134888 0.0388865 0.00643022 0.00890848 0.00869796 0.0123268 0.00930989 0.0133684 0.00753266 0.00359914 0.00691823 0.0045345 0.00901398 0.00417963 0.00656056 0.0045054 0.00320146 0.00176413 0.000914674
threshold=-0.47082499999999999 0.087825000000000028 0.087675000000000017 0.089605000000000018 0.088510000000000019 -0.084044999999999995 0.089735000000000023 0.089095000000000021 0.090995000000000006 0.090360000000000024 0.091615000000000016 0.24923500000000007 0.085225000000000009 1.0000000180025095e-35 -0.41548999999999997 -0.092299999999999993 -0.09547499999999999 -0.092279999999999987 -0.063684999999999992 -0.019129999999999998 -0.01187
decision_type=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 -4 7 -6 9 -8 -10 13 -13 14 -2 16 -16 -17 -15 -5 -20
right_child=1 2 4 19 6 -7 8 -9 10 -11 -12 12 -14 18 15 17 -18 -19 20 -21 -22
leaf_value=0.001120532268008835 -0.0012187175303236474 0.0034009013880110079 -0.0015612316946649494 0.00040168945580894294 0.00010695196892061347 0.00018708089409092906 0.00023178627364297183 0.0020194186662400838 0.0011738024324242171 -0.001940981041539895 3.63820034744965e-05 -0.00017684574577836925 0.0013633755622181345 -0.00024071584818871885 -2.9879943110302612e-05 -0.00096720611828788044 0.0011306584480559301 -0.00016557600483413888 0.00040542464735492833 -0.0004201628187201646 0.001070032281902417
leaf_weight=48 80 47 57 47 90 57 55 54 61 56 1098 73 47 49 240 74 60 1286 47 57 46
leaf_count=48 80 47 57 47 90 57 55 54 61 56 1098 73 47 49 240 74 60 1286 47 57 46
internal_value=0 0 0.000127455 0.00102498 3.8224e-05 -0.000679895 9.66994e-05 0.000829812 1.29302e-05 -0.00085701 9.69526e-05 -0.000107144 0.000419586 -0.000141164 -0.000185615 -0.000135334 0.000199499 -0.000209796 0.000397756 -4.08774e-05 0.000742958
internal_weight=0 3681 1679 151 1528 114 1414 144 1270 111 1159 2002 120 1882 1740 1660 300 1360 142 104 93
internal_count=3729 3681 1679 151 1528 114 1414 144 1270 111 1159 2002 120 1882 1740 1660 300 1360 142 104 93
is_linear=0
shrinkage=0.0995203


Tree=5760
num_leaves=18
num_cat=0
split_feature=19 18 0 26 23 9 0 9 20 3 17 26 17 18 17 17 1
split_gain=0.0148898 0.00852189 0.00664046 0.00834582 0.00635697 0.00448872 0.00745658 0.00502999 0.00447698 0.00777159 0.00367433 0.00331505 0.0027215 0.0122559 0.00543584 0.00500254 0.00371827
threshold=0.14107000000000006 0.26473000000000008 -0.095339999999999994 0.12236500000000003 -0.062059999999999997 0.087055000000000021 -0.088784999999999989 0.087495000000000031 -0.085594999999999991 0.087385000000000032 0.12439000000000001 0.088325000000000028 -0.05543 0.089365000000000014 -0.083000000000000004 -0.0017249999999999998 0.00095500000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -4 8 11 -8 9 -6 -10 -7 13 14 -1 -14 -17
right_child=-2 -3 4 -5 5 6 7 -9 10 -11 -12 -13 15 -15 -16 16 -18
leaf_value=0.00038455315743748708 -0.0017986797286896933 -0.0011538606602112496 0.00094919926218877521 0.0014593740689730602 -0.000215223847491085 -0.0015009448819497063 -0.0010080761556937822 -8.8779974574126015e-05 -4.9639724294992584e-05 0.0013810754405353073 0.00067287794016044472 -0.00034615642844083101 -0.00071963062342001252 0.0015846387447020465 -0.00079940170973224339 0.00077703033916081603 5.1346840809370742e-05
leaf_weight=127 46 62 61 54 55 59 62 1312 988 65 75 46 71 69 55 84 437
leaf_count=127 46 62 61 54 55 59 62 1312 988 65 75 46 71 69 55 84 437
internal_value=0 2.78457e-06 2.28207e-05 0.000257826 -5.42933e-05 -7.7596e-05 -0.000193316 -0.000130858 6.6387e-05 0.000642617 5.67452e-07 -0.00100283 0.000179888 0.000455025 2.22665e-05 6.18502e-05 0.000169919
internal_weight=0 3682 3620 897 2723 2662 1479 1374 1183 120 1063 105 843 251 182 592 521
internal_count=3728 3682 3620 897 2723 2662 1479 1374 1183 120 1063 105 843 251 182 592 521
is_linear=0
shrinkage=0.0995203


Tree=5761
num_leaves=11
num_cat=0
split_feature=19 18 26 5 26 9 1 11 4 19
split_gain=0.0120732 0.00748891 0.0122467 0.00742784 0.00551014 0.0135171 0.0287715 0.00430838 0.00803244 0.00314912
threshold=0.14107000000000006 0.15891500000000006 0.093835000000000016 0.63223000000000018 0.12236500000000003 0.11296000000000002 0.067120000000000027 -0.37931999999999999 0.14039500000000002 0.11028000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 6 -6 -1 9 -9
right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11
leaf_value=-0.00085387092187515971 -0.0016196748136521946 -4.1084633722154805e-05 -0.0020431192963209673 -0.0009989380561120074 7.2242061792703025e-05 -0.00047558333375049785 0.0031724258640489227 3.4089198597448265e-05 0.0010451800277359771 -0.00039681088685672444
leaf_weight=55 46 91 46 68 85 79 46 2958 76 178
leaf_count=55 46 91 46 68 85 79 46 2958 76 178
internal_value=0 2.4632e-06 -0.000719277 3.05865e-05 5.09564e-05 0.000545244 0.00116711 1.89335e-05 3.41336e-05 9.37017e-06
internal_weight=0 3682 137 3545 3477 210 131 3267 3212 3136
internal_count=3728 3682 137 3545 3477 210 131 3267 3212 3136
is_linear=0
shrinkage=0.0995203


Tree=5762
num_leaves=12
num_cat=0
split_feature=19 18 5 4 2 4 2 0 18 0 30
split_gain=0.0097891 0.0063108 0.00592048 0.00492562 0.00711113 0.00711013 0.00353727 0.00280646 0.00350878 0.00330309 0.00276561
threshold=0.14107000000000006 0.26473000000000008 0.63223000000000018 0.085720000000000018 0.097285000000000024 0.088230000000000017 0.50951500000000005 -0.057604999999999996 -0.11533 -0.100285 0.10721500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -5 10 9 -9 -1 -7
right_child=-2 -3 -4 5 -6 6 -8 8 -10 -11 -12
leaf_value=0.00026428273259630297 -0.0014584844258021454 -0.00099316270553770651 -0.00089313273710191785 0.0013153621052148603 -0.0010512293804751346 4.6724395413391241e-05 0.00093810299285253761 0.00094667708751703576 7.8312475273695228e-05 -8.4131858875118973e-05 0.0006656170744308086
leaf_weight=310 46 62 69 57 66 718 55 65 167 2033 80
leaf_count=310 46 62 69 57 66 718 55 65 167 2033 80
internal_value=0 2.15168e-06 1.94247e-05 3.73872e-05 -3.11413e-05 0.00023717 0.000164162 -4.67739e-06 0.000325133 -3.76841e-05 0.000109795
internal_weight=0 3682 3620 3551 2641 910 853 2575 232 2343 798
internal_count=3728 3682 3620 3551 2641 910 853 2575 232 2343 798
is_linear=0
shrinkage=0.0995203


Tree=5763
num_leaves=22
num_cat=0
split_feature=17 0 2 4 9 9 2 9 4 3 2 2 26 2 9 2 2 26 3 9 9
split_gain=0.00887893 0.0113062 0.00656292 0.00534532 0.00741285 0.0157309 0.0107477 0.00733505 0.00717726 0.00447962 0.00445241 0.0037992 0.00370933 0.0100756 0.0170585 0.0111948 0.00808845 0.00420963 0.00343551 0.00462009 0.00265266
threshold=0.42451000000000011 -0.076154999999999987 -0.079739999999999991 0.11670500000000002 0.088510000000000019 0.089025000000000021 -0.080555000000000002 0.088215000000000016 0.10386500000000003 0.093835000000000016 0.50951500000000005 -0.079149999999999984 0.096535000000000024 -0.072624999999999981 0.097365000000000021 -0.067815 -0.078244999999999995 0.094935000000000033 0.10214500000000003 0.08735500000000003 0.094220000000000012
decision_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 7 -6 8 18 -7 -2 11 -4 16 14 -14 -15 -13 -18 19 -1 -11
right_child=1 -3 10 -5 5 6 -8 -9 -10 20 -12 12 13 15 -16 -17 17 -19 -20 -21 -22
leaf_value=0 -0.00079441664900310543 -0.0016360339786587724 0.00093868124216516912 0.00085086030744811411 -0.0018905713226108492 2.9777391823075585e-05 -0.0016994440584798228 0.0011819907408805344 -0.0010872402620767485 0.00077946185272459022 0.0010772937770494708 -0.0011359729597992822 0.00017796725278794592 -0.0013378088217995533 0.002533554172024131 0.00033106170198773227 0.00012039153491486434 -0.00085050370009345062 0.00077410472819465536 -0.00064285235451707126 -0.00024778006394687537
leaf_weight=919 63 73 57 56 64 452 46 51 65 51 52 57 80 49 50 212 1063 46 49 126 47
leaf_count=919 63 73 57 56 64 452 46 51 65 51 52 57 80 49 50 212 1063 46 49 126 47
internal_value=0 -0.000607652 2.54934e-05 -0.000104441 -0.000135094 -0.000410209 -0.000240472 1.48442e-05 -0.000109077 -0.000136282 0.000168554 0.000138769 0.00010896 0.000374338 0.00109026 1.46122e-05 1.92669e-05 7.93818e-05 -3.88175e-05 -7.77187e-05 0.000278452
internal_weight=0 234 3494 1828 1772 627 563 1145 517 161 1666 1614 1557 391 130 261 1166 1109 1094 1045 98
internal_count=3728 234 3494 1828 1772 627 563 1145 517 161 1666 1614 1557 391 130 261 1166 1109 1094 1045 98
is_linear=0
shrinkage=0.0995203


Tree=5764
num_leaves=26
num_cat=0
split_feature=17 17 26 2 0 17 0 4 2 12 6 6 8 6 6 26 6 0 6 9 17 0 26 0 17
split_gain=0.00545283 0.0365254 0.00580753 0.0123572 0.00965288 0.00721247 0.00572799 0.00868157 0.0127938 0.00557727 0.00459688 0.012714 0.00706982 0.00690062 0.00463237 0.0043451 0.00669451 0.0232602 0.00877974 0.00496926 0.00339501 0.00604847 0.0128019 0.00249734 0.00372131
threshold=-0.053765 -0.065004999999999993 0.11880500000000002 -0.073369999999999991 -0.066264999999999991 -0.036600000000000001 -0.14075499999999999 0.086380000000000026 -0.0088099999999999984 0.094205000000000025 0.093595000000000025 0.096575000000000022 -0.080724999999999991 0.091495000000000007 0.089165000000000022 0.08919500000000001 0.088565000000000019 -0.080204999999999985 0.084050000000000027 0.08895500000000002 -0.42946499999999999 -0.081854999999999997 0.092530000000000015 -0.052884999999999995 -0.467555
decision_type=2 2 2 2 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 -1 -9 10 13 -12 -13 14 -7 16 18 -18 19 -8 23 -22 -23 24 -17
right_child=2 -3 3 4 -6 9 15 8 -10 -11 11 12 -14 -15 -16 20 17 -19 -20 -21 21 22 -24 -25 -26
leaf_value=0.00050891178553886043 -0.00095290471523677982 0.0029321184125202324 0.0015868735314566388 -0.00070522531578873237 0.00098231772026328144 7.9146246078526646e-05 0.00015881311117630257 0.0001413106363798905 -0.0020959540820345464 -0.0010859374082544053 -0.0017832681639568795 -0.00079409053758749623 0.00027268814277819372 0.0011659378244513591 -0.00058791901796422332 6.9142101419193068e-05 0.0025568069833416525 -0.00010623928276637082 -0.0007360056020119574 0.00076843583624448179 0.00040900248235101893 -0.0020944694718462373 3.5188145836937112e-06 -0.00040784821856393631 0.0010938823873297477
leaf_weight=61 87 48 68 86 55 1428 443 49 51 48 51 91 189 55 111 114 55 78 84 192 63 46 75 49 52
leaf_count=61 87 48 68 86 55 1428 443 49 51 48 51 91 189 55 111 114 55 78 84 192 63 46 75 49 52
internal_value=0 0.000231481 -1.47751e-05 0.00048462 -4.11579e-05 -6.58393e-05 0.000139095 -0.000417942 -0.000991509 -2.6309e-05 0 -0.000337374 -7.10913e-05 7.01935e-05 3.05024e-05 0.000211438 0.000338506 0.000988866 0.000217065 0.000344429 -5.78425e-05 -0.000373246 -0.000787299 0.000208277 0.000395077
internal_weight=0 1460 2269 209 141 2060 1412 161 100 1973 1925 331 280 1594 1539 1251 852 133 719 635 399 184 121 215 166
internal_count=3729 1460 2269 209 141 2060 1412 161 100 1973 1925 331 280 1594 1539 1251 852 133 719 635 399 184 121 215 166
is_linear=0
shrinkage=0.0995203


Tree=5765
num_leaves=17
num_cat=0
split_feature=5 9 11 22 17 9 8 17 18 4 5 1 5 1 1 6
split_gain=0.00623409 0.00727821 0.00459742 0.00375998 0.00347539 0.00457764 0.0110979 0.00611823 0.00438913 0.00424876 0.00500681 0.0140657 0.00384149 0.00325961 0.00332954 0.0026766
threshold=0.5252300000000002 0.095585000000000017 0.097200000000000022 0.13292500000000004 0.043850000000000007 0.097365000000000021 -0.062834999999999988 0.066010000000000027 -0.083039999999999989 0.13312000000000004 -0.16183 0.23993500000000004 -0.12429 0.5126750000000001 0.27998000000000006 0.12638500000000005
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 12 -9 10 11 -1 -6 14 -11 -12
right_child=1 -3 -4 -5 5 6 -8 8 -10 13 15 -13 -14 -15 -16 -17
leaf_value=0.0019720792146642675 0.0014151136004730703 -0.00013401244126739332 -0.00092727316347078817 0.00094782281917257414 -0.00013931845456340345 0.0012965854165316376 -0.00037126065220260214 0.00072501363074720928 -0.00017485829448427549 -0.00010507481059563489 0.00011163813382591875 0.00016200789845918561 -0.0012839848081006788 0.00028315667911995207 -0.001219367942529276 -0.00059576733211647189
leaf_weight=55 72 50 47 47 49 71 88 59 574 53 2134 193 78 48 57 54
leaf_count=55 72 50 47 47 49 71 88 59 574 53 2134 193 78 48 57 54
internal_value=0 0.000773516 4.9476e-05 6.26012e-05 5.05249e-05 -0.000115345 0.000368352 -0.000217617 -8.96907e-05 0.000109605 0.000142289 0.000566736 -0.000848788 -0.000389123 -0.000689924 9.38052e-05
internal_weight=0 122 3607 3560 3513 919 159 760 633 2594 2436 248 127 158 110 2188
internal_count=3729 122 3607 3560 3513 919 159 760 633 2594 2436 248 127 158 110 2188
is_linear=0
shrinkage=0.0995203


Tree=5766
num_leaves=30
num_cat=0
split_feature=3 2 1 26 26 1 1 8 18 18 3 3 3 5 6 6 26 3 6 17 26 0 26 9 9 26 2 3 3
split_gain=0.00877529 0.0081723 0.0159847 0.0063186 0.0113326 0.0150084 0.0147018 0.00538139 0.0167019 0.0121788 0.005096 0.00830095 0.00641819 0.0048575 0.00461756 0.00612197 0.0127176 0.00492105 0.0047376 0.00459575 0.00452112 0.019422 0.00463787 0.00433689 0.00369862 0.00950777 0.00734707 0.00317166 0.00239868
threshold=0.084550000000000028 -0.086304999999999993 -0.08616 0.08734500000000002 0.0054200000000000012 -0.090104999999999991 0.054560000000000004 -0.084855 -0.0042299999999999994 -0.015069999999999998 0.14530500000000005 0.12732500000000005 0.11926500000000002 0.5252300000000002 -0.09007999999999998 -0.099455000000000002 -0.010295 0.094525000000000012 -0.083069999999999991 -0.072334999999999997 0.08401500000000002 -0.085684999999999997 0.086215000000000028 0.09518500000000002 0.097510000000000027 0.11746500000000003 -0.07360499999999999 0.090050000000000033 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 2
left_child=1 2 19 4 13 -6 20 8 -3 -9 11 12 24 14 15 17 -17 -2 -16 -1 21 -7 -22 -15 26 -26 -5 -20 -10
right_child=3 7 -4 10 5 6 -8 9 28 -11 -12 -13 -14 23 18 16 -18 -19 27 -21 22 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=-0.00056426165036868006 -0.00064313213469236396 0.0019201060661192323 -0.0018789006913213222 -3.9861251295644399e-05 0.0020819339253876868 -0.00055749388129950966 0.002008396620808896 -0.0014533871357383646 0.00022257573404102504 0.00032520599839691187 0.00095696014358926447 -0.0013419280404810129 0.00087849552858210091 0.0013745332372474793 -0.00096040883806597615 0.0021412334138476226 -0.00012452557563388708 0.00027212676916481011 0.0004332352105385745 0.00068910858218992584 -0.00016856080488688327 0.0022205026760392845 0.0006549550925845194 7.775435740989152e-05 0.00093282215803929902 -0.0003326238961145904 -0.00081511010624049716 -0.00017521687153451931 -0.00070538576067092761
leaf_weight=75 75 50 82 962 63 49 53 65 50 91 51 48 76 52 65 47 50 257 104 47 234 50 95 53 117 117 139 453 59
leaf_count=75 75 50 82 962 63 49 53 65 50 91 51 48 76 52 65 47 50 257 104 47 234 50 95 53 117 117 139 453 59
internal_value=0 -0.000313185 -0.000803929 0.000127605 0.000259233 0.000634028 0.000442683 2.03151e-06 0.000412053 -0.000410627 -2.00434e-05 -5.47561e-05 -1.03883e-05 8.21512e-05 1.68723e-05 0.000268752 0.000964877 6.29007e-05 -0.000155536 -7.46958e-05 0.000246885 0.000837266 6.67444e-05 0.000727765 -6.16047e-05 0.000296601 -0.000138479 -6.01403e-05 -0.000272205
internal_weight=0 519 204 3210 1700 544 481 315 159 156 1510 1459 1411 1156 1051 429 97 332 622 122 428 99 329 105 1335 234 1101 557 109
internal_count=3729 519 204 3210 1700 544 481 315 159 156 1510 1459 1411 1156 1051 429 97 332 622 122 428 99 329 105 1335 234 1101 557 109
is_linear=0
shrinkage=0.0995203


Tree=5767
num_leaves=25
num_cat=0
split_feature=3 8 8 5 18 3 5 17 9 17 20 0 9 17 5 9 18 22 9 6 2 3 11 4
split_gain=0.00711184 0.00694585 0.0157919 0.00641051 0.00901687 0.00574421 0.015322 0.0126381 0.0180914 0.00715134 0.00619096 0.00579984 0.00500436 0.0142757 0.00448526 0.00513889 0.004294 0.00316972 0.00223166 0.00792862 0.00403832 0.00243311 0.00669116 0.00506402
threshold=0.084550000000000028 -0.08569499999999998 -0.08176499999999999 -0.41880499999999998 -0.015069999999999998 0.088845000000000021 -0.14118999999999998 -0.12647999999999998 0.085075000000000026 -0.089699999999999988 -0.085594999999999991 -0.08317999999999999 0.083715000000000026 -0.0088649999999999996 0.5252300000000002 0.095585000000000017 -0.010029999999999999 0.13292500000000004 0.11222500000000002 -0.09007999999999998 -0.065379999999999994 0.13547000000000003 -0.11166 0.11860000000000002
decision_type=2 2 2 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 -5 6 -2 8 -8 -9 -11 -12 16 -14 17 -16 -1 18 21 -20 -21 23 -23 -7
right_child=5 2 3 4 -6 14 7 9 -10 10 11 -13 13 -15 15 -17 -18 -19 19 20 -22 22 -24 -25
leaf_value=-0.001062324131005753 0.0020635070509353102 -0.0019542855858335016 -0.0011416880190374644 -0.00063199484558536701 0.00087473654115406533 -4.1297607770999843e-05 0.0026620047092627938 -0.00086770561019384139 0.0002622148043434518 0.0011283134252624374 -0.00011949594597040522 0.00063223607451683205 0.0019434143387838277 -0.0003255793997504568 0.0011687207697949325 -0.00013505567063362077 0.00011827090445225489 0.0008095108241099959 0.0014295469612961415 0.00077859203558398773 -0.00030374467191398777 0.00049104080775780779 -0.00070865913082276348 0.00095581073191489422
leaf_weight=48 48 67 53 78 79 1669 48 74 91 60 418 134 46 67 71 50 81 47 47 46 132 64 159 52
leaf_count=48 48 67 53 78 79 1669 48 74 91 60 418 134 46 67 71 50 81 47 47 46 132 64 159 52
internal_value=0 -0.00028186 -0.000622588 -0.000193814 0.000120955 0.000114931 0.000332855 0.00023117 0.00109681 5.45777e-05 0.000167433 6.15067e-05 0.000104765 0.000590838 3.31742e-05 0.000623205 -0.000314675 5.87411e-07 -1.65637e-05 0.000279599 -1.94405e-05 -5.12629e-05 -0.00036068 -1.06943e-05
internal_weight=0 519 277 210 157 3210 873 825 139 686 612 552 242 113 2337 121 129 2216 2169 225 178 1944 223 1721
internal_count=3729 519 277 210 157 3210 873 825 139 686 612 552 242 113 2337 121 129 2216 2169 225 178 1944 223 1721
is_linear=0
shrinkage=0.0995203


Tree=5768
num_leaves=14
num_cat=0
split_feature=27 28 6 9 6 6 9 4 4 4 4 20 20
split_gain=0.0232296 0.0119552 0.00344926 0.00560447 0.00436866 0.00417112 0.00375584 0.01097 0.00284482 0.00754959 0.00557619 0.00543779 0.00332923
threshold=0.11470500000000003 0.080375000000000016 -0.13578499999999999 -0.20504500000000001 -0.14723999999999998 -0.15202999999999997 0.11351500000000002 0.14566000000000004 0.10054500000000002 0.094025000000000011 0.10386500000000003 -0.048779999999999997 -0.083495
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 9 12 -10 -12 -5
right_child=-2 -3 3 8 -6 -7 -8 -9 10 -11 11 -13 -14
leaf_value=2.7584217743268439e-05 -0.0019593475632825163 0.0013559031636620747 -0.0012139810507682677 -0.000388336156662357 0.00093712599593752865 -0.00084584357309644247 -0.00065837725573149981 0.001621491706160488 0.0010680122014571228 -0.0011851975016155113 0.00042854612211447709 -0.00040486395651833707 -6.8188388443694492e-05
leaf_weight=272 65 58 46 377 63 46 48 51 56 67 147 164 2281
leaf_count=272 65 58 46 377 63 46 48 51 56 67 147 164 2281
internal_value=0 -6.07767e-05 -8.37137e-05 -0.000121868 0.000164015 4.52505e-05 0.000157943 0.000281788 -0.000105356 -0.000140545 0.000153698 -8.30476e-06 -0.000113905
internal_weight=0 3676 3618 3138 480 417 371 323 3092 2725 367 311 2658
internal_count=3741 3676 3618 3138 480 417 371 323 3092 2725 367 311 2658
is_linear=0
shrinkage=0.0995203


Tree=5769
num_leaves=11
num_cat=0
split_feature=10 28 20 20 20 5 6 11 17 0
split_gain=0.0156049 0.0118293 0.00368722 0.0044791 0.00534284 0.00504696 0.00397142 0.00440847 0.00378403 0.0026166
threshold=0.093790000000000026 0.080375000000000016 0.10634000000000003 0.096815000000000026 0.0057800000000000013 -0.019465 -0.55466499999999985 -0.11166 0.12576000000000004 -0.097180000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -8 9 -4
right_child=-2 -3 8 -5 5 -7 7 -9 -10 -11
leaf_value=-0.001034006649996371 -0.0016018287498431698 0.0012424889031855512 0.00026847193373881581 -0.0010712313457851596 0 0.0013868328438519655 0.00067891535982492126 -0.0001180479228170367 -0.00029959320933433412 0.0012370769531205787
leaf_weight=46 66 68 68 47 61 46 70 3163 56 50
leaf_count=46 66 68 68 47 61 46 70 3163 56 50
internal_value=0 -5.71818e-05 -8.19104e-05 -0.000104749 -9.10915e-05 0.000599732 -0.000113884 -0.000100539 0.000363981 0.000685836
internal_weight=0 3675 3607 3433 3386 107 3279 3233 174 118
internal_count=3741 3675 3607 3433 3386 107 3279 3233 174 118
is_linear=0
shrinkage=0.0995203


Tree=5770
num_leaves=8
num_cat=0
split_feature=22 28 10 8 4 2 1
split_gain=0.0148292 0.00778233 0.00443281 0.00368689 0.00454262 0.00495763 0.00320431
threshold=0.13264000000000004 0.080375000000000016 0.09056500000000002 0.24614500000000003 0.15221500000000004 0.41639000000000009 0.27552000000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=-0.00010214524316127664 -0.0017966291941130352 0.00092959965710859456 0.00072001145299952732 -0.00081162613173457515 0.00086472523283228394 -0.0010366411107177286 0.00026211848570891264
leaf_weight=3115 49 78 68 69 50 54 258
leaf_count=3115 49 78 68 69 50 54 258
internal_value=0 -5.31402e-05 -7.45769e-05 -9.00453e-05 -7.54902e-05 -8.94469e-05 -7.40401e-05
internal_weight=0 3692 3614 3546 3477 3427 3373
internal_count=3741 3692 3614 3546 3477 3427 3373
is_linear=0
shrinkage=0.0995203


Tree=5771
num_leaves=16
num_cat=0
split_feature=10 28 0 0 26 5 5 17 18 18 4 5 24 5 5
split_gain=0.0139317 0.00800338 0.00312332 0.0175416 0.00385847 0.00371367 0.00801933 0.00449513 0.00616288 0.00401719 0.00377648 0.00486815 0.00351536 0.00271467 0.00270784
threshold=0.093790000000000026 0.080375000000000016 -0.085794999999999996 -0.085474999999999982 -0.22491999999999998 -0.0038499999999999997 0.012305000000000002 -0.033249999999999995 0.12665000000000004 0.088735000000000022 0.086380000000000026 -0.014739999999999998 -0.067319999999999991 0.23074000000000006 0.054660000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 7 -7 10 9 -9 11 -1 -6 -8 -14
right_child=-2 -3 3 4 12 6 13 8 -10 -11 -12 -13 14 -15 -16
leaf_value=0.00019101238916995611 -0.0015020512862076137 0.0010263220680394888 -0.0019831356373614293 -0.00074522584526966413 0.000772856493373172 0.001354957595513433 -0.00036552718617841008 0.00011103952087994431 0.0011723507409970749 -0.00047092299741692344 -0.00091392845285402603 -0.00093773056279562413 2.7001112690748069e-06 0.00054994314662499232 -0.0002390648382865564
leaf_weight=137 66 68 50 87 48 65 79 818 49 137 87 52 1212 54 732
leaf_count=137 66 68 50 87 48 65 79 818 49 137 87 52 1212 54 732
internal_value=0 -4.26241e-05 -6.30031e-05 -0.000140262 -9.55468e-05 4.77311e-05 0.000448952 -1.36933e-05 8.34254e-05 2.66966e-05 -0.000369946 -0.00011521 -6.67613e-05 1.25167e-08 -8.79137e-05
internal_weight=0 3675 3607 2129 2079 1478 198 1280 1004 955 276 189 1992 133 1944
internal_count=3741 3675 3607 2129 2079 1478 198 1280 1004 955 276 189 1992 133 1944
is_linear=0
shrinkage=0.0995203


Tree=5772
num_leaves=13
num_cat=0
split_feature=10 19 20 21 12 3 1 1 9 21 1 26
split_gain=0.0136078 0.00740886 0.00658598 0.0109522 0.00643232 0.00392989 0.00270597 0.00484355 0.00563008 0.00450352 0.00341835 0.00328302
threshold=0.089800000000000033 0.14023500000000003 -0.15615999999999999 -0.042694999999999997 0.08790000000000002 0.10892000000000003 -0.085739999999999997 -0.018369999999999997 0.083760000000000015 -0.091649999999999995 -0.087944999999999995 0.093245000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -2 10 8 -8 -9 11 -4
right_child=5 -3 4 -5 -6 -7 7 9 -10 -11 -12 -13
leaf_value=0.00032527634976170288 0.00054495488026926834 -0.0011958838433974452 1.5981328887978261e-05 -0.0014832008956181995 0.0011712360814149876 0.0018786991930166939 0.00089228117209700958 -0.0010095228528641032 0.00015447580128449907 -9.2896679306575929e-06 -0.00075670957755770494 -0.00060618480428931566
leaf_weight=59 46 51 611 74 49 46 116 46 931 1518 80 97
leaf_count=59 46 51 611 74 49 46 116 46 931 1518 80 97
internal_value=0 -4.66836e-06 1.20681e-05 -0.000674789 3.87998e-05 0.00122073 2.22337e-05 7.1223e-05 0.000237001 -3.92317e-05 -0.000139051 -6.81027e-05
internal_weight=0 3632 3581 133 3448 92 3399 2611 1047 1564 788 708
internal_count=3724 3632 3581 133 3448 92 3399 2611 1047 1564 788 708
is_linear=0
shrinkage=0.0995203


Tree=5773
num_leaves=9
num_cat=0
split_feature=12 5 19 6 22 6 2 0
split_gain=0.00693874 0.0062533 0.00595101 0.00539343 0.00360029 0.00318548 0.00912215 0.00272765
threshold=0.095920000000000019 0.6362850000000001 0.14023500000000003 0.21988000000000005 0.13191500000000003 0.10877500000000002 -0.073884999999999992 -0.072274999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=3.3743601801675725e-05 0.0011223660847803146 0.0011002961111358147 -0.0010768692272172785 -0.00091411726973526666 0.00086946445147786044 -0.00038907934061886462 0.00081656461513732452 -0.00018270014541568914
leaf_weight=2441 56 51 51 62 49 101 159 754
leaf_count=2441 56 51 51 62 49 101 159 754
internal_value=0 5.84886e-06 -9.35662e-06 5.68111e-06 2.21897e-05 9.93643e-06 0.00034507 -1.70795e-05
internal_weight=0 3668 3617 3566 3504 3455 260 3195
internal_count=3724 3668 3617 3566 3504 3455 260 3195
is_linear=0
shrinkage=0.0995203


Tree=5774
num_leaves=9
num_cat=0
split_feature=10 21 12 5 26 19 26 0
split_gain=0.0103508 0.00570329 0.00465217 0.00387929 0.00365806 0.00548308 0.00535348 0.00339883
threshold=0.089800000000000033 0.16638500000000003 0.091760000000000022 -0.01554 -0.2382 0.14023500000000003 -0.14859999999999998 -0.066735000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 6 -6 -8
right_child=3 -3 -4 -5 5 -7 7 -9
leaf_value=0.0007088938378936678 0.00039356980568265143 -0.0010114660560860049 0.0010040685383418655 0.0017148820796891861 -0.00079755515123435211 -0.0010970637816555334 6.6099753983197212e-05 -0.00018729621636960311
leaf_weight=70 46 55 46 46 82 46 2682 651
leaf_count=70 46 55 46 46 82 46 2682 651
internal_value=0 -5.59904e-06 9.63834e-06 0.00106312 -3.08475e-06 -1.77213e-05 -2.94286e-06 1.6361e-05
internal_weight=0 3632 3577 92 3531 3461 3415 3333
internal_count=3724 3632 3577 92 3531 3461 3415 3333
is_linear=0
shrinkage=0.0995203


Tree=5775
num_leaves=13
num_cat=0
split_feature=10 17 8 20 18 17 1 3 12 3 22 0
split_gain=0.00840888 0.00559562 0.00925068 0.00544529 0.00726296 0.00415516 0.0109362 0.011796 0.00576626 0.00324861 0.00289596 0.00308579
threshold=0.089800000000000033 0.51734000000000024 -0.077604999999999993 -0.15615999999999999 0.086065000000000016 0.32384000000000007 -0.07002499999999999 0.10134000000000003 0.08790000000000002 0.10892000000000003 0.12975500000000004 -0.15468499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 8 -7 -8 10 -2 11 -5
right_child=9 2 -4 5 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-3.1623103968131218e-06 0.00034374912754067146 -0.0014269688008630621 0.00032988938301978693 -0.00036877302697389645 -0.0015721694991073741 -0.0005960485278713114 0.0016873230436548299 -8.8988048506718955e-05 0.0011186648387095687 0.0015548694977867835 0.00072550276107479449 1.1569909765925855e-05
leaf_weight=75 46 69 51 228 49 66 87 63 46 46 53 2845
leaf_count=75 46 69 51 228 49 66 87 63 46 46 53 2845
internal_value=0 -5.04184e-06 -0.000673482 1.75647e-05 -0.000629775 4.14989e-05 0.000463956 0.000935815 1.24732e-05 0.000958208 -3.54285e-06 -1.63831e-05
internal_weight=0 3632 120 3512 124 3388 216 150 3172 92 3126 3073
internal_count=3724 3632 120 3512 124 3388 216 150 3172 92 3126 3073
is_linear=0
shrinkage=0.0995203


Tree=5776
num_leaves=22
num_cat=0
split_feature=21 21 1 1 3 9 21 19 21 26 1 2 0 5 5 5 3 6 2 20 2
split_gain=0.00713905 0.0088014 0.0057013 0.00536017 0.00464533 0.00448207 0.00464866 0.00536733 0.0039625 0.00438403 0.0123788 0.00456781 0.00722428 0.00433906 0.00612473 0.00655997 0.00403165 0.0036749 0.00754353 0.00530249 0.00271329
threshold=-0.014264999999999998 -0.032929999999999994 0.62916000000000016 0.40780000000000011 0.098000000000000018 0.088135000000000033 -0.091869999999999993 0.094675000000000023 0.15544000000000005 -0.085605000000000001 -0.15143499999999999 -0.029394999999999998 -0.071029999999999996 -0.093384999999999982 -0.026719999999999997 -0.061665000000000005 0.11896500000000003 -0.095814999999999997 -0.058894999999999996 -0.0070099999999999997 -0.081055000000000002
decision_type=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 5 6 -1 -8 9 10 -2 12 -12 17 15 -15 -16 19 -19 -11 -6
right_child=2 -3 -4 -5 20 -7 7 -9 -10 13 11 -13 -14 14 16 -17 -18 18 -20 -21 -22
leaf_value=0.00069126453465265323 -0.0018540528508569102 0.0014159249235308855 -0.0010571180326326955 -0.00067156365505244698 0.00030824613859786336 0.00092835025912377592 -0.0012326295726698643 0.00011379918107875178 0.00073456716479176269 0.00059085195739288739 -0.00023599303783388293 -0.00093463255596375758 0.0010428946597732958 0.00014855734091746896 -5.195482764404678e-05 0.00081152872376728585 0.00050501947035291959 -0.00014347448250480498 -0.0013747406469835214 -0.00023062442870427875 0.0013277770413942804
leaf_weight=47 46 75 49 55 47 51 52 65 76 111 160 51 60 477 1376 217 142 186 68 260 65
leaf_count=47 46 75 49 55 47 51 52 65 76 111 160 51 60 477 1376 217 142 186 68 260 65
internal_value=0 0.000428103 7.95198e-06 0.000232015 0.000386497 0.000111415 -0.000137641 -0.000477617 2.43629e-05 6.98993e-06 -0.000343712 -8.43228e-05 0.000109074 4.64651e-05 0.000112118 0.000357035 0 -0.000184584 -0.000476328 1.29477e-05 0.000907248
internal_weight=0 457 3279 382 327 215 164 117 3230 3154 317 271 220 2837 2212 694 1518 625 254 371 112
internal_count=3736 457 3279 382 327 215 164 117 3230 3154 317 271 220 2837 2212 694 1518 625 254 371 112
is_linear=0
shrinkage=0.0995203


Tree=5777
num_leaves=20
num_cat=0
split_feature=27 8 21 2 6 21 4 21 6 8 21 4 4 4 3 3 21 9 30
split_gain=0.00638471 0.0220785 0.0058059 0.00720266 0.0270003 0.00775547 0.00551983 0.0130605 0.0045321 0.00405788 0.00370979 0.00331851 0.00605004 0.00815228 0.0047664 0.00410418 0.00254677 0.001856 0.00212807
threshold=0.083160000000000026 -0.07034 -0.014264999999999998 -0.086304999999999993 -0.0093650000000000001 -0.042694999999999997 0.10543500000000001 -0.083269999999999997 -0.011749999999999998 -0.080659999999999996 -1.0000000180025095e-35 0.12988000000000002 0.11785500000000003 0.11284500000000003 0.07728500000000002 0.14940500000000004 0.096415000000000015 0.085525000000000032 0.084845000000000018
decision_type=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 -1 6 7 8 -5 16 -4 12 13 14 -12 -13 17 18 -2
right_child=1 -3 10 5 -6 -7 -8 -9 -10 -11 11 15 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0025352881481002262 -0.00097243586875493367 -0.0021043493460990203 -0.00076969879594988584 0.00094829646482965204 -0.0004692095614761368 -0.0009596792504062545 -0.00049502055394007012 0.0019852655605067889 -0.00020111035008971376 0.00075653518972665953 0.00097564795507299493 -0.00081680865498043559 0.0011624453699290232 -0.0012453183199434739 6.9570975481588002e-05 0.0002105121171248144 0.0003697463816796471 3.3385489271531587e-05 -8.4111368844190035e-05
leaf_weight=62 67 59 54 50 56 49 53 53 104 57 59 91 51 46 2581 65 62 69 48
leaf_count=62 67 59 54 50 56 49 53 53 104 57 59 91 51 46 2581 65 62 69 48
internal_value=0 -0.000343034 9.64634e-05 0.000439656 0.00110249 0.000183886 0.000402553 0.000636321 0.000166758 0 4.64594e-05 6.19766e-05 8.7667e-05 6.6955e-05 9.01305e-05 -0.000383511 -0.000175382 -0.000363516 -0.000608776
internal_weight=0 362 3374 427 118 309 260 207 154 303 2947 2893 2737 2686 2640 156 246 184 115
internal_count=3736 362 3374 427 118 309 260 207 154 303 2947 2893 2737 2686 2640 156 246 184 115
is_linear=0
shrinkage=0.0995203


Tree=5778
num_leaves=31
num_cat=0
split_feature=27 8 21 21 3 1 5 5 18 1 17 6 2 1 21 5 3 17 8 1 21 8 1 9 3 9 1 21 0 2
split_gain=0.00517142 0.0179077 0.0046962 0.00738674 0.00634057 0.0111526 0.00406461 0.00470257 0.00909123 0.00749509 0.00605093 0.0121698 0.0101978 0.00713362 0.0054108 0.00390639 0.00536937 0.0042223 0.00445901 0.00545674 0.0036285 0.0032878 0.00291473 0.00285249 0.00539048 0.00492871 0.00228366 0.00206768 0.00217067 0.00323567
threshold=0.083160000000000026 -0.07034 -0.014264999999999998 -0.032929999999999994 0.10726500000000001 0.18123500000000006 -0.093384999999999982 -0.026719999999999997 -0.074709999999999985 -0.082489999999999994 0.0021900000000000005 0.089165000000000022 -0.081804999999999989 -0.073844999999999994 0.09266000000000002 -0.11065499999999999 0.089535000000000017 -0.0082649999999999998 -0.39070999999999995 0.50996500000000011 -0.084574999999999997 -0.080659999999999996 -0.01538 0.089855000000000032 0.11404500000000002 0.091885000000000022 0.23993500000000004 0.096415000000000015 -0.14824999999999997 -0.015714999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 3 4 5 20 15 8 -8 -10 23 12 -12 -13 -11 17 -17 -4 -19 -20 22 27 -1 24 -9 -25 -6 28 -2 -30
right_child=1 -3 6 -5 26 -7 7 10 9 14 11 13 -14 -15 -16 16 -18 18 19 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.00049236231762479451 0.00019882475184115542 -0.0018949240030458976 -0.00096300411206765794 0.0013016414612947692 0.00040234609626607545 -0.0014036891636753741 0.0016728721912843206 0.00012656428971690592 0.0012374431651584225 -5.2163319719783744e-05 -0.00218017804524092 0.0008979962521525808 -0.00017174660666254189 -0.00045643894224774888 0.00066337510902914683 -0.00011736171426477714 -0.0014284832276212722 -0.00063582050472747633 2.5409025745414471e-05 0.0011181435393413327 0.00094941132752592006 0.00068124463960141243 0.00038611862643840421 -0.00085446189039206167 0.0010397190961895732 3.3238561739380234e-05 0.0014098252026476408 0.00033294901583674552 -1.1243173951681266e-05 -0.0010155217098069505
leaf_weight=65 53 59 46 74 49 49 46 808 65 459 56 67 47 90 135 76 54 80 322 53 56 57 88 73 70 400 46 62 62 69
leaf_count=65 53 59 46 74 49 49 46 808 65 459 56 67 47 90 135 76 54 80 322 53 56 57 88 73 70 400 46 62 62 69
internal_value=0 -0.00030867 8.68392e-05 0.00039552 0.000203249 -4.96909e-05 4.18358e-05 0.000103068 0.000317471 0.000221618 8.73338e-06 -0.000430364 -0.00127166 0.000116354 0.000109081 -0.000181611 -0.000668279 -5.36964e-05 3.64345e-05 0.000182032 0.000263837 0 7.55723e-06 9.38435e-05 0.000200299 -0.000102033 0.000898796 -0.000157597 -0.000327339 -0.000546464
internal_weight=0 362 3374 427 353 258 2947 2316 705 659 1611 260 103 157 594 631 130 501 455 375 209 303 153 1351 878 473 95 246 184 131
internal_count=3736 362 3374 427 353 258 2947 2316 705 659 1611 260 103 157 594 631 130 501 455 375 209 303 153 1351 878 473 95 246 184 131
is_linear=0
shrinkage=0.0995203


Tree=5779
num_leaves=21
num_cat=0
split_feature=27 27 21 18 0 3 9 0 0 26 0 0 21 0 0 29 26 23 0 9
split_gain=0.00418988 0.016359 0.00381651 0.00709001 0.0154402 0.00428624 0.00907433 0.00782973 0.00675614 0.00289078 0.00474371 0.00672968 0.00302952 0.00245794 0.0067123 0.00261679 0.0027561 0.0022406 0.00499297 0.00402293
threshold=0.083160000000000026 0.086355000000000029 -0.014264999999999998 -0.085709999999999995 -0.085684999999999997 0.10726500000000001 0.083995000000000028 -0.085054999999999992 -0.082135 0.11991000000000003 -0.066264999999999991 -0.077044999999999988 -1.0000000180025095e-35 -0.038659999999999993 -0.071799999999999989 -0.081055000000000002 0.09474500000000001 0.086650000000000019 -0.23058999999999999 -0.095314999999999997
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 6 -5 -8 -9 12 11 -11 -4 14 15 -3 -17 18 -14 -20
right_child=1 13 9 5 -6 -7 7 8 -10 10 -12 -13 17 -15 -16 16 -18 -19 19 -21
leaf_value=-0.00010252074707677931 -0.0019889733913032743 0.00067759904538254806 -0.00067033814590007287 -0.0010579443599358783 0.0023091374037947543 0.00071252012810976272 0.0010815753251076237 -0.0011412353868827194 0.00054909061035463762 -0.00015272934888081578 0.00025389553781174243 -0.0016429194621656491 0.00095045922901401041 0.00055064171248353944 -0.0010445404946865674 -0.00047507763963626129 0.00046948884326256953 -0.00053947307884397101 0.00071547527429246843 4.7662233551004178e-05
leaf_weight=53 48 61 54 69 51 89 72 47 46 87 88 47 66 61 63 80 49 56 93 2456
leaf_count=53 48 61 54 69 51 89 72 47 46 87 88 47 66 61 63 80 49 56 93 2456
internal_value=0 -0.000277726 7.82452e-05 0.000356539 0.00107225 0.000123559 -9.69488e-05 0.000299961 -0.000296358 3.76446e-05 -0.000307036 -0.000681518 6.60254e-05 -1.35266e-05 -0.000152787 0.000138591 -0.000109943 8.12191e-05 9.48242e-05 7.23485e-05
internal_weight=0 362 3374 427 104 323 234 165 93 2947 222 134 2725 314 253 190 129 2671 2615 2549
internal_count=3736 362 3374 427 104 323 234 165 93 2947 222 134 2725 314 253 190 129 2671 2615 2549
is_linear=0
shrinkage=0.0995203


Tree=5780
num_leaves=14
num_cat=0
split_feature=19 17 1 0 35 1 5 5 5 26 26 19 0
split_gain=0.00322544 0.00423805 0.00591123 0.00389274 0.00367166 0.0146894 0.00404959 0.00376258 0.00388649 0.00309014 0.00612032 0.00462327 0.00302374
threshold=0.13612500000000002 0.41580500000000009 -0.050379999999999994 -0.086589999999999986 0.004000000000000001 0.55657000000000012 -0.092239999999999989 -0.14118999999999998 -0.11517000000000001 0.095385000000000011 0.15222000000000005 -0.071824999999999986 -0.225295
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 12 -9 11 -11 -8 -1
right_child=-2 2 3 -5 -6 -7 9 8 -10 10 -12 -13 -14
leaf_value=-0.00073912556731756238 0.00059835977761507153 -0.0011214338904427053 -0.00047910035883284792 0.00068600958391964691 -0.00087797001280073329 0.0014252929534096417 0.00096058927816724789 -0.0012505118417708873 -0.00030768559594566964 -0.00034874152861260135 0.00065669985777253893 5.7811949378694765e-05 -1.2666141428059775e-05
leaf_weight=64 80 84 74 46 48 70 58 62 156 403 70 1983 524
leaf_count=64 80 84 74 46 48 70 58 62 156 403 70 1983 524
internal_value=0 -4.00322e-05 -0.00048087 -2.56529e-05 -1.36361e-05 -1.15629e-06 -3.14786e-05 -0.000225717 -0.000579584 3.04694e-05 -0.000198214 8.38677e-05 -9.31288e-05
internal_weight=0 3642 204 120 3438 3390 3320 806 218 2514 473 2041 588
internal_count=3722 3642 204 120 3438 3390 3320 806 218 2514 473 2041 588
is_linear=0
shrinkage=0.0995203


Tree=5781
num_leaves=14
num_cat=0
split_feature=10 9 0 29 27 3 3 6 3 5 5 3 6
split_gain=0.00276436 0.00676983 0.00433309 0.00252536 0.0032367 0.00263749 0.00910182 0.00479908 0.00454802 0.00432126 0.00315162 0.00862251 0.00338868
threshold=0.082245000000000026 0.09550500000000002 0.099665000000000017 0.12951500000000005 -0.01137 0.11404500000000002 0.11578500000000001 -0.45687499999999998 0.11252000000000002 -0.50749999999999995 0.27139000000000008 0.099655000000000021 0.10165000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 8 -7 -8 10 -9 12 -12 -6
right_child=1 2 -4 -5 5 6 7 9 -10 -11 11 -13 -14
leaf_value=-0.00071024629738198936 0.00098884798833276692 0.00035574426615376452 -0.0009189076732097494 0.00067945609333314172 -4.8437588092457636e-05 0.0013587552725429961 0.0008472335062941935 -0.00098948863143095609 -0.00097688963722517117 1.4758586766601378e-05 0.0010156809582218332 -0.00056153576121252622 -0.00042522264824498975
leaf_weight=73 88 61 46 47 2357 56 62 47 55 423 87 56 264
leaf_count=73 88 61 46 47 2357 56 62 47 55 423 87 56 264
internal_value=0 0.000340766 -0.000184586 -4.38885e-05 -5.3893e-05 -3.95894e-05 0.000151657 2.30552e-05 -7.97709e-05 -8.39245e-05 -6.16232e-05 0.000392305 -8.67016e-05
internal_weight=0 195 107 3527 3480 3407 588 532 2819 470 2764 143 2621
internal_count=3722 195 107 3527 3480 3407 588 532 2819 470 2764 143 2621
is_linear=0
shrinkage=0.0995203


Tree=5782
num_leaves=21
num_cat=0
split_feature=1 1 6 1 9 9 1 18 17 20 20 9 20 3 26 4 30 29 3 17
split_gain=0.00281591 0.00430096 0.00658976 0.00620715 0.00353569 0.00904038 0.00556859 0.00809847 0.00331258 0.00576344 0.00641541 0.00862755 0.00675529 0.00379885 0.00321171 0.00672149 0.00570168 0.00553199 0.00267955 0.00252611
threshold=-0.14482999999999999 -0.092954999999999996 0.08481000000000001 -0.10771499999999999 0.095950000000000021 0.091965000000000033 -0.50597999999999999 -0.093649999999999997 -0.096019999999999994 1.0000000180025095e-35 -0.0071449999999999994 0.088405000000000025 -0.069434999999999983 0.11769000000000002 -0.2382 0.15028500000000003 0.10721500000000002 0.0035350000000000004 0.10038500000000002 -0.11741999999999998
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 6 19 -8 9 10 12 -12 13 -3 -10 16 17 -16 -9 -1
right_child=1 8 3 -5 -6 -7 7 18 14 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.00088963830242142698 0.00040661547795391986 0.00051511309616182805 -0.00014927652710760317 -0.0016561453728998041 -0.00037519134714960982 0.0016509339633404409 0.0013674695523608808 -0.00038011227912255471 0.00069321838112862974 -0.00066866750416263467 0.0014937229399160971 -3.3740650097744326e-05 -0.00073023690403875769 -0.00022413392380264213 -7.1807193213783947e-05 -0.0012270849650308556 0.00096846730890579752 -0.0011640606940349525 0.00049056297399015941 2.595748202046637e-05
leaf_weight=54 48 222 51 61 82 46 67 73 52 70 86 62 81 98 2290 51 51 47 67 63
leaf_count=54 48 222 51 61 82 46 67 73 52 70 86 62 81 98 2290 51 51 47 67 63
internal_value=0 -5.35369e-05 -0.000557003 -0.000977291 0.00021131 0.000343504 0.000155354 0.000467343 -2.73718e-05 0.000178266 0.000287745 0.000848308 7.88118e-05 0.00028616 -7.88003e-05 -9.55955e-05 -7.10877e-05 -9.41241e-05 3.07207e-05 -0.000389629
internal_weight=0 3270 160 112 452 370 324 207 3110 619 549 148 401 320 2491 2439 2388 2337 140 117
internal_count=3722 3270 160 112 452 370 324 207 3110 619 549 148 401 320 2491 2439 2388 2337 140 117
is_linear=0
shrinkage=0.0995203


Tree=5783
num_leaves=31
num_cat=0
split_feature=17 5 26 17 5 2 17 21 8 17 9 17 6 26 8 26 6 5 6 17 17 21 21 26 2 9 8 17 6 9
split_gain=0.00222025 0.00457955 0.00397527 0.00655749 0.00594542 0.00798092 0.0036218 0.00816118 0.00349648 0.00354533 0.00733609 0.00535831 0.00381944 0.0171234 0.0108027 0.00931418 0.00631597 0.0033097 0.00770804 0.00710409 0.0125982 0.00497871 0.00714711 0.00685943 0.0231774 0.00407064 0.00353349 0.00347649 0.00317552 0.00305074
threshold=-0.011809999999999999 -0.09583499999999999 0.093835000000000016 -0.036600000000000001 -0.010764999999999999 -0.081055000000000002 -0.35269999999999996 0.11729000000000002 0.093085000000000015 -0.0082649999999999998 0.084515000000000021 -0.0065549999999999992 0.098855000000000012 0.096980000000000025 -0.069939999999999988 0.090385000000000021 0.096175000000000024 -0.0078499999999999976 0.087575000000000028 -0.053765 -0.078119999999999995 0.089350000000000027 0.095970000000000014 0.08919500000000001 -0.084385000000000002 0.087635000000000032 -0.08595499999999999 -0.46515999999999996 -0.099455000000000002 0.093335000000000015
decision_type=2 2 2 2 2 2 2 2 2 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 17 4 5 -4 7 -6 9 10 -2 -11 16 15 -15 -14 29 18 19 20 -3 23 -23 25 -25 -19 -21 -24 -10 -13
right_child=8 2 3 -5 6 -7 -8 -9 28 11 -12 12 13 14 -16 -17 -18 21 -20 26 -22 22 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00071058589414656453 -0.0015866482668678761 -4.1058372417676056e-05 -0.00010822239980097829 0.00088230500885265071 -0.001252162761832185 -0.0019821138752462298 0.00051613582817142036 0.00033567725594904358 -0.00010037331227528274 0.0009114556018762714 8.6115958972023787e-06 -0.00016826532119279013 -0.00061494212790422047 -0.0025838916465495561 -0.0005148893086236036 0.00096251022944702786 0.0010506400434913451 -0.00012244492723836206 0.0012453357581922355 -0.0010431078120499472 0.0014032669008876512 0.0012423408733273655 0.00061453287631233876 0.00065305992852594732 -0.0023679206764865841 0.00047540548310296175 0.00011308168986329004 -0.00020652795471444741 0.00092178265291369718 0.00022617098137897292
leaf_weight=73 49 168 46 46 59 46 66 69 56 51 66 1107 71 47 56 77 49 398 85 56 92 75 83 50 50 157 47 131 62 234
leaf_count=73 49 168 46 46 59 46 66 69 56 51 66 1107 71 47 56 77 49 398 85 56 92 75 83 50 50 157 47 131 62 234
internal_value=0 6.01854e-05 9.32973e-05 -0.000215066 -0.000394428 -0.00105407 -7.73901e-05 -0.000389822 -9.3524e-05 -0.000128148 -0.00066399 -9.12446e-05 -0.000122906 -0.00048065 -0.00146695 0.000200228 -5.77173e-05 0.000167432 0.000390529 0.000188113 0.000466862 6.06877e-05 0.000405283 -9.01052e-05 -0.000849245 4.52017e-05 -0.000507579 0.000108096 0.000429754 -9.8827e-05
internal_weight=0 1797 1724 332 286 92 194 128 1925 1807 115 1692 1641 251 103 148 1390 1392 448 363 260 944 289 655 100 555 103 214 118 1341
internal_count=3722 1797 1724 332 286 92 194 128 1925 1807 115 1692 1641 251 103 148 1390 1392 448 363 260 944 289 655 100 555 103 214 118 1341
is_linear=0
shrinkage=0.0995203


Tree=5784
num_leaves=23
num_cat=0
split_feature=9 2 20 5 9 3 8 3 3 3 9 17 6 3 19 18 3 17 6 20 20 20
split_gain=0.00812109 0.0053479 0.00416906 0.00582274 0.00642273 0.00565772 0.00977618 0.0251239 0.0379902 0.0067374 0.00660905 0.00537903 0.0116911 0.00452283 0.0053692 0.00726178 0.00768984 0.00445032 0.00506528 0.00352717 0.00588607 0.00542024
threshold=0.13087500000000005 -0.046564999999999995 -0.049534999999999996 0.51524500000000006 0.095415000000000014 0.094685000000000033 -0.085764999999999994 0.086335000000000023 0.088805000000000023 0.090765000000000026 0.089645000000000016 -0.089699999999999988 -0.085885000000000003 0.09697500000000002 0.0069650000000000016 0.10085500000000001 0.11926500000000002 0.51392000000000015 0.11816500000000002 -0.017315000000000001 -0.01137 -0.042414999999999994
decision_type=2 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 17 -5 6 7 -1 -9 11 -11 -8 -13 -7 15 16 -15 18 19 21 -21 -4
right_child=1 -3 3 4 -6 13 9 8 -10 10 -12 12 -14 14 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.00027836674816817205 0.00011975768953676595 0.0014971198144698675 -0.00012353798535024756 -0.0015703406684958387 0 0.00088933649708500956 -0.00064094039303949288 -0.0040963061853391321 -0.0002848187686217518 -0.0015915364351706937 -7.2073158324715723e-06 0.0013155837464210438 -0.0002199457585509007 -0.00037527520685244983 -0.0008113474146203679 0.0011876239822163081 0.00057914955478981212 0.00078408937387107209 -0.00088524815473513914 -0.0011080090908592447 1.8170968856772656e-05 0.0013735149680128595
leaf_weight=78 62 53 47 49 56 49 78 49 56 57 50 76 137 297 90 48 116 73 63 47 2071 47
leaf_count=78 62 53 47 49 56 49 78 49 56 57 50 76 137 297 90 48 116 73 63 47 2071 47
internal_value=0 0.000761661 -8.7255e-05 -1.29391e-05 -0.000738209 -0.00024092 -0.000462361 -0.00106534 -0.00207131 -0.000183057 -0.000858847 6.26158e-05 0.0003241 -2.51265e-05 -0.000107935 2.76152e-05 -0.000105222 1.91456e-05 -5.04004e-06 1.96591e-05 -6.43332e-06 0.00061628
internal_weight=0 115 3634 2453 105 1181 581 183 105 398 107 291 213 600 551 461 413 2348 2275 2212 2118 94
internal_count=3749 115 3634 2453 105 1181 581 183 105 398 107 291 213 600 551 461 413 2348 2275 2212 2118 94
is_linear=0
shrinkage=0.0995203


Tree=5785
num_leaves=19
num_cat=0
split_feature=9 0 21 26 26 0 0 0 18 18 26 17 0 9 8 26 17 2
split_gain=0.00667773 0.00704713 0.00376108 0.00406171 0.00625354 0.00586697 0.0211199 0.00789773 0.00689728 0.00810869 0.00561662 0.0136552 0.00465092 0.00302249 0.0111129 0.0103679 0.00391255 0.002652
threshold=0.12652000000000005 -0.057604999999999996 0.15544000000000005 0.087260000000000018 0.087575000000000028 -0.085794999999999996 -0.085245000000000001 -0.086944999999999995 -0.0086449999999999982 -0.078409999999999994 0.084435000000000024 -0.019465 -0.089164999999999994 0.11296000000000002 0.041960000000000011 0.11861500000000001 0.51392000000000015 0.15165000000000003
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 -5 7 -7 10 9 -8 12 -12 -1 14 16 -15 -6 -10
right_child=1 -3 -4 4 13 6 8 -9 17 -11 11 -13 -14 15 -16 -17 -18 -19
leaf_value=-3.4211017672919309e-05 0.0012749476473969631 -0.00018197970667379145 0.00073448112720976425 0.00099789267402925559 -7.0629575200279758e-05 -0.0023153855245904901 -0.00029037493334117906 0.0010493735679785233 0.0001698190799478742 -0.0012732562136007302 -0.0018487163388738099 -2.8454328489838977e-05 0.00095830527939297187 0.00045804420415838801 0.0015108020787223343 -0.001612070046759782 0.00067790387731273449 -0.00053693876674271179
leaf_weight=710 75 57 55 63 1284 52 419 64 338 105 58 141 50 48 48 47 73 62
leaf_count=710 75 57 55 63 1284 52 419 64 338 105 58 141 50 48 48 47 73 62
internal_value=0 0.000639618 -8.05372e-05 -9.33515e-05 2.63736e-05 -0.000187373 -0.000361975 -1.99924e-05 -0.000251157 -0.000488889 -9.22115e-05 -0.000563097 3.0009e-05 -1.38845e-05 2.22898e-05 -0.000557501 -2.97588e-05 5.8225e-05
internal_weight=0 132 3617 3562 1563 1999 976 1023 924 524 959 199 760 1500 1405 95 1357 400
internal_count=3749 132 3617 3562 1563 1999 976 1023 924 524 959 199 760 1500 1405 95 1357 400
is_linear=0
shrinkage=0.0995203


Tree=5786
num_leaves=18
num_cat=0
split_feature=27 2 20 20 18 0 26 9 9 9 21 6 17 17 0 0 0
split_gain=0.00635692 0.00395228 0.00394314 0.00745018 0.00685341 0.00698704 0.00575198 0.00800071 0.0174063 0.00601617 0.0052519 0.00474634 0.00399244 0.003039 0.00321894 0.010497 0.00920523
threshold=0.11470500000000003 -0.24151999999999998 -0.037429999999999998 -0.013254999999999999 0.088635000000000019 -0.14075499999999999 -0.091484999999999997 0.085945000000000021 0.084915000000000032 0.08758500000000001 0.090095000000000022 -0.086254999999999984 -0.0046399999999999992 0.51544000000000012 -0.083589999999999984 -0.082339999999999983 -0.084369999999999987
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 6 -6 9 8 -8 -3 -7 -9 -12 14 16 -16 -5
right_child=-2 2 3 13 5 10 7 11 -10 -11 12 -13 -14 -15 15 -17 -18
leaf_value=-0.00073422829953207543 0.00093299934185163739 0.0011377517060158387 0.00105950275048425 3.4848626084097295e-05 0.0013668156198099561 0.00070455799491691857 -0.00046623124713308527 0.00038666245710027963 -0.0023545193630116921 -0.00022121920412063794 -0.0009160309115945045 -0.00032892662267823233 0.00011767075150764269 0.00067621034293993535 -0.0010792767210088107 -4.2318130872174579e-05 0.0013726298367611966
leaf_weight=86 64 51 67 932 46 74 334 127 57 86 64 326 85 63 106 1127 54
leaf_count=86 64 51 67 932 46 74 334 127 57 86 64 326 85 63 106 1127 54
internal_value=0 -6.67785e-05 -5.0602e-05 2.50795e-05 -0.000193477 0.000249835 -0.000315873 -0.000413355 -0.0007436 0.0002787 1.57548e-05 -0.000126502 -0.000320841 -4.93268e-06 -2.46401e-05 -0.000132129 0.000108945
internal_weight=0 3685 3599 2349 1250 269 981 844 391 137 223 453 149 2282 2219 1233 986
internal_count=3749 3685 3599 2349 1250 269 981 844 391 137 223 453 149 2282 2219 1233 986
is_linear=0
shrinkage=0.0995203


Tree=5787
num_leaves=16
num_cat=0
split_feature=27 2 20 20 18 8 4 4 3 3 0 17 2 2 0
split_gain=0.00515482 0.0032045 0.0031971 0.00604056 0.00595302 0.00453577 0.00709394 0.0071624 0.00543748 0.0269038 0.00294104 0.002464 0.0031145 0.0100647 0.00350327
threshold=0.11470500000000003 -0.24151999999999998 -0.037429999999999998 -0.013254999999999999 0.23251500000000005 -0.067719999999999989 0.10543500000000001 0.087495000000000031 0.087515000000000023 0.088745000000000032 -0.088174999999999989 0.51544000000000012 -0.083665000000000003 -0.083204999999999987 -0.085794999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 8 7 -7 10 -10 -3 12 14 -14 -5
right_child=-2 2 3 11 -6 6 -8 -9 9 -11 -12 -13 13 -15 -16
leaf_value=-0.00066115781542083177 0.00084014727628345474 0.00045133265047415737 0.00095406082088836614 0.00041185138000483893 0.00079860731687527472 -2.8317313116201682e-05 -0.0010879453213325395 0.0010885649117892381 -0.0023575611492983738 -0.00026397376554098393 -0.00042995814326524719 0.00060891371237184867 -0.0013818037957946587 -5.357931649753453e-05 -2.5194727904122024e-05
leaf_weight=86 64 101 67 291 59 368 52 67 70 474 59 63 59 1394 475
leaf_count=86 64 101 67 291 59 368 52 67 70 474 59 63 59 1394 475
internal_value=0 -6.00885e-05 -4.54981e-05 2.26183e-05 -0.000174157 -0.000223034 8.83504e-06 0.000141826 -0.000384594 -0.000534874 0.00012124 -4.37037e-06 -2.21512e-05 -0.000108076 0.000139768
internal_weight=0 3685 3599 2349 1250 1191 487 435 704 544 160 2282 2219 1453 766
internal_count=3749 3685 3599 2349 1250 1191 487 435 704 544 160 2282 2219 1453 766
is_linear=0
shrinkage=0.0995203


Tree=5788
num_leaves=19
num_cat=0
split_feature=20 18 5 9 2 2 1 5 5 1 5 1 5 8 5 8 9 17
split_gain=0.0290163 0.00975578 0.0051441 0.00580667 0.00450276 0.0186971 0.0171064 0.00445337 0.00862365 0.00629336 0.00439565 0.00675789 0.00503142 0.00402857 0.00508418 0.00469906 0.00397283 0.00580469
threshold=-0.41270499999999993 0.26090000000000008 0.51100000000000012 0.09833500000000002 -0.081604999999999997 -0.080695000000000003 -0.079844999999999985 -0.0083599999999999994 -0.0098949999999999993 -0.085349999999999995 -0.093384999999999982 1.0000000180025095e-35 -0.041054999999999994 -0.083390000000000006 0.12043500000000003 0.0033350000000000007 0.095415000000000014 -0.53896499999999992
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 16 7 6 -6 8 9 -2 11 -7 -12 14 -9 -15 17 -4
right_child=1 -3 3 -5 5 10 -8 13 -10 -11 12 -13 -14 15 -16 -17 -18 -19
leaf_value=0.0025191822483117076 0.00041655169383596332 0.001171980887588152 -0.0013015061452658506 -0.0012154930296949258 0.0027066015289165333 -0.0010006449228407864 0.00040600741032261259 0.00082322147856571327 -0.001438666104900206 -0.00028136711376506755 0.00046920350125488863 -1.0626633052063766e-05 3.5467469699153145e-05 -0.00024052114481873377 -0.00028839576313288652 0.00050523516164176988 0.00055094411930619192 0.00022942797242602006
leaf_weight=48 161 76 46 66 52 78 86 141 54 613 416 563 742 313 56 114 58 51
leaf_count=48 161 76 46 66 52 78 86 141 54 613 416 563 742 313 56 114 58 51
internal_value=0 5.58117e-05 3.20866e-05 -0.000432659 6.26347e-05 0.000162081 0.00127883 -6.94652e-05 -0.000221137 -0.000135135 7.5961e-05 -0.000132374 0.00019199 0.000130479 0.000503073 -3.95027e-05 -9.40417e-05 -0.000488143
internal_weight=0 3686 3610 221 3389 1937 138 1452 828 774 1799 641 1158 624 197 427 155 97
internal_count=3734 3686 3610 221 3389 1937 138 1452 828 774 1799 641 1158 624 197 427 155 97
is_linear=0
shrinkage=0.0995203


Tree=5789
num_leaves=12
num_cat=0
split_feature=6 18 5 10 2 2 18 17 17 5 20
split_gain=0.0241774 0.00778698 0.00430391 0.0036937 0.00448078 0.00836546 0.0306185 0.00561692 0.00989804 0.00763961 0.00487441
threshold=0.23153500000000005 0.23251500000000005 0.6362850000000001 0.091445000000000026 -0.082275000000000001 -0.080695000000000003 0.090540000000000023 -0.040099999999999997 -0.011174999999999999 0.26411500000000004 -0.009049999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 9 -9 -1 -7
right_child=-2 -3 -4 -5 5 10 -8 8 -10 -11 -12
leaf_value=0.00025548398409328313 0.0020281985760311045 0.00097098943659930511 -0.00091246080997352556 0.00074677482049489497 0.00010869262504859851 -0.00017094703497721599 0.0027719899488876975 -0.0010744338254804172 -0.00012610475516676301 -0.00055769405854163223 0.0001598000906361878
leaf_weight=525 62 88 48 71 225 711 53 140 505 146 1160
leaf_count=525 62 88 48 71 225 711 53 140 505 146 1160
internal_value=0 4.58792e-05 2.2936e-05 3.58652e-05 2.10619e-05 0.000109825 0.000619389 -0.000123265 -0.000333213 7.7328e-05 3.36751e-05
internal_weight=0 3672 3584 3536 3465 2149 278 1316 645 671 1871
internal_count=3734 3672 3584 3536 3465 2149 278 1316 645 671 1871
is_linear=0
shrinkage=0.0995203


Tree=5790
num_leaves=14
num_cat=0
split_feature=6 18 5 3 3 1 1 5 1 17 17 6 21
split_gain=0.0196034 0.00631384 0.00349022 0.00329556 0.0108627 0.00527544 0.0120389 0.0135689 0.0104413 0.00431939 0.0146583 0.00515357 0.00411511
threshold=0.23153500000000005 0.23251500000000005 0.6362850000000001 0.086895000000000014 0.086535000000000015 -0.06551499999999999 -0.071399999999999991 -0.082179999999999989 -0.050379999999999994 -0.067864999999999995 -0.011174999999999999 0.08785500000000003 0.13922500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 7 -5 -7 11 -11 -1 -10
right_child=-2 -3 -4 5 -6 8 -8 -9 12 10 -12 -13 -14
leaf_value=0.0004528206159927871 0.0018263517645346768 0.0008743562782642354 -0.00082165246272220113 0.0011739220439353508 -0.0014341552652058908 -0.0010704255709347726 0.0014910129637483425 1.4739074681370646e-05 7.8416170614783894e-06 -0.0011527549730913338 6.0394269155099411e-05 -0.00064884258868983869 0.00078388330467025525
leaf_weight=251 62 88 48 116 59 88 75 737 1501 125 463 50 71
leaf_count=251 62 88 48 116 59 88 75 737 1501 125 463 50 71
internal_value=0 4.13133e-05 2.06307e-05 3.22959e-05 -0.000126088 9.06291e-05 0.000280712 0.000173337 -1.51411e-05 -3.83548e-05 -0.000196111 0.0002671 4.34126e-05
internal_weight=0 3672 3584 3536 948 2588 928 853 1660 889 588 301 1572
internal_count=3734 3672 3584 3536 948 2588 928 853 1660 889 588 301 1572
is_linear=0
shrinkage=0.0995203


Tree=5791
num_leaves=33
num_cat=0
split_feature=21 26 8 1 1 8 9 3 26 8 1 3 2 3 1 5 21 0 0 3 3 0 9 3 29 5 0 21 9 3 6 9
split_gain=0.0174947 0.00445286 0.00881399 0.0138922 0.0247105 0.0266771 0.0248931 0.00611485 0.00545882 0.00579705 0.00538125 0.021329 0.0108021 0.00488968 0.00698567 0.00405628 0.00724035 0.00697384 0.0120199 0.00921174 0.011266 0.00763862 0.00565567 0.00649014 0.00417445 0.00444415 0.00780682 0.00514235 0.00381087 0.00320902 0.00268059 0.0042203
threshold=-0.10223999999999998 0.089485000000000023 -0.07743499999999999 -0.068094999999999989 -0.08616 -0.08176499999999999 0.08888500000000002 0.088685000000000028 0.091765000000000027 -0.087544999999999998 -0.083284999999999984 0.090360000000000024 -0.082084999999999991 0.092395000000000019 -0.076329999999999995 -0.0083599999999999994 0.13276500000000005 -0.078664999999999999 -0.080884999999999999 0.10871500000000002 0.090835000000000013 -0.073464999999999989 0.09550500000000002 0.11089500000000001 -0.011859999999999999 -0.013125 -0.086025000000000004 0.10645500000000004 0.089025000000000021 0.10892000000000003 -0.10032499999999998 -0.069359999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 3 4 7 6 -6 -3 -5 29 12 -12 -4 -13 -15 16 24 18 19 20 -17 -19 28 -24 30 27 -27 -26 -23 -10 31 -2
right_child=1 2 10 8 5 -7 -8 -9 9 -11 11 13 -14 14 -16 17 -18 21 -20 -21 -22 22 23 -25 25 26 -28 -29 -30 -31 -32 -33
leaf_value=0.0015391802329073217 0.00047543872352762508 -0.00090683245836633859 -0.0016614231393566729 0.00053141081804735605 0.0023743810152189381 0.0035809711336928043 -0.00011215238279693447 0.00045517949758647327 0.00058920246237902812 -0.0012307290737709861 0.0018648296661680835 -0.0010552024672911794 0.00037329474498593534 0.00093645686665564515 -0.00020102743241071224 9.8241209317066511e-05 0.0010233756649105489 -0.001206461234917982 0.0017264545968232784 -0.0011306637671256795 0.0015185565119349136 3.6685624940578181e-05 0.0001281609511252268 -0.0013370834103155439 -0.00012450740179433033 -0.0014071780435857574 0 -0.0009438209791625509 0.0009105121670059305 -0.0005279404181522257 0.0006975080335456527 -0.00059817152260989925
leaf_weight=78 75 63 56 87 68 49 95 67 49 59 58 53 47 62 386 305 50 60 58 46 68 227 60 58 951 85 71 83 64 53 73 70
leaf_count=78 75 63 56 87 68 49 95 67 49 59 58 53 47 62 386 305 50 60 58 46 68 227 60 58 951 85 71 83 64 53 73 70
internal_value=0 3.24607e-05 0.000184785 0.000464657 0.000876134 0.00153902 0.000920153 -0.000198575 -9.94822e-05 -0.000445484 -6.3411e-05 5.70296e-05 -0.000725012 -0.000150623 -4.17804e-05 -4.6529e-05 -0.0001509 0.000113465 0.000381903 0.00019383 0.000359368 -0.000157807 -1.96797e-06 -0.000585107 -0.000193182 -0.000266826 -0.000763728 -0.000191066 0.000231681 7.0054e-07 0.000205064 -3.72102e-05
internal_weight=0 3656 1252 590 342 212 163 130 248 161 662 559 103 501 448 2404 1458 946 477 419 373 469 409 118 1408 1190 156 1034 291 102 218 145
internal_count=3734 3656 1252 590 342 212 163 130 248 161 662 559 103 501 448 2404 1458 946 477 419 373 469 409 118 1408 1190 156 1034 291 102 218 145
is_linear=0
shrinkage=0.0995203


Tree=5792
num_leaves=20
num_cat=0
split_feature=29 6 9 5 5 0 9 2 6 0 1 2 6 6 6 6 17 17 3
split_gain=0.0191561 0.00452896 0.00635058 0.00524999 0.00697185 0.00897394 0.00482434 0.00804213 0.00645451 0.00527508 0.00409922 0.00886114 0.00400329 0.00364125 0.00691972 0.00357102 0.00415318 0.0200949 0.00442623
threshold=0.12951500000000005 0.11481500000000001 0.097510000000000027 -0.014374999999999999 -0.011764999999999999 -0.085754999999999984 -0.25326499999999996 0.097745000000000012 -0.045589999999999999 -0.1525 -0.050379999999999994 -0.072419999999999998 0.14653500000000005 0.099330000000000016 0.095760000000000026 -0.10198499999999999 -0.14488499999999999 -0.11491499999999999 0.085505000000000012
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 6 5 -5 -1 13 9 -9 11 -3 -4 14 -8 -6 18 -18 -17
right_child=-2 2 12 4 15 -7 7 8 -10 -11 -12 -13 -14 -15 -16 16 17 -19 -20
leaf_value=-0.0010193388273594356 0.0020515505355814144 -0.0002672408552058177 0.0009135182538248472 -7.0784512138648322e-05 -0.00055548443681300978 0.0017429265450515585 -0.00011171751592043565 -0.00039606916995302472 0.0015354166893463978 0.00074418668904670325 -0.00018314623739229443 -0.0021840638145521757 -0.00031640269308213853 0.00051318407449854565 -0.0011481894557992781 -0.00078048160534872598 0.0019987790406006106 0.00015254451954559601 5.7470964257645014e-05
leaf_weight=52 46 52 47 47 74 61 1448 73 49 88 75 46 58 84 67 70 64 686 571
leaf_count=52 46 52 47 47 74 61 1448 73 49 88 75 46 58 84 67 70 64 686 571
internal_value=0 7.82933e-06 -0.000378247 3.93226e-05 0.000173322 0.000946047 -7.34997e-05 -4.58589e-05 0.000532433 0.000222092 -0.000749924 -0.00117533 0.000226337 -0.000122319 -0.000158095 0.000115798 0.000152098 0.000311181 -3.27601e-05
internal_weight=0 3712 278 3434 1573 108 1861 1809 210 161 173 98 105 1599 1515 1465 1391 750 641
internal_count=3758 3712 278 3434 1573 108 1861 1809 210 161 173 98 105 1599 1515 1465 1391 750 641
is_linear=0
shrinkage=0.0995203


Tree=5793
num_leaves=34
num_cat=0
split_feature=29 18 3 26 26 0 0 3 9 2 9 26 26 0 2 8 2 18 8 18 26 8 8 0 0 9 3 8 9 29 2 2 20
split_gain=0.015534 0.00505006 0.00640083 0.00946438 0.0198867 0.0198347 0.0390968 0.00754271 0.0118656 0.00935935 0.00913378 0.00725028 0.0109907 0.0105057 0.00846923 0.00661194 0.00584645 0.00513244 0.00982152 0.00449376 0.0043007 0.00691183 0.0103069 0.0201102 0.00371279 0.00476271 0.00408369 0.0033117 0.0183735 0.00325539 0.00281469 0.00436252 0.00326172
threshold=0.12951500000000005 -0.011569999999999999 0.092395000000000019 0.088435000000000027 0.089005000000000015 -0.082224999999999993 -0.084834999999999994 0.097880000000000023 0.090775000000000022 -0.073884999999999992 0.093705000000000024 0.086095000000000019 0.084355000000000027 -0.086025000000000004 -0.086304999999999993 -0.077604999999999993 -0.085599999999999996 -0.0079049999999999988 -0.08569499999999998 -0.099739999999999995 0.11444500000000003 -0.046889999999999994 -0.070134999999999989 -0.071484999999999993 -0.068604999999999985 0.09143500000000003 0.11061500000000002 -0.074204999999999993 0.097200000000000022 0.0061000000000000013 -0.080555000000000002 -0.078994999999999996 -0.14091999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 -6 8 -4 10 -10 12 19 -13 -14 -7 -15 18 -3 -1 29 22 -22 -24 27 -26 -27 -9 -29 30 32 -32 -19
right_child=-2 17 7 4 5 15 -8 24 9 -11 -12 13 14 16 -16 -17 -18 20 -20 -21 21 -23 23 -25 25 26 -28 28 -30 -31 31 -33 -34
leaf_value=-0.00049028282917963552 0.0018473799435931345 0.00036487866649013621 -0.0017720949037714907 0.0026500370868423433 -0.00058527533280881025 -0.0011102558858030439 0.0033598909119218067 0 0.00025870982246223827 0.00091728012753633471 -0.0016803612001165564 -0.0017567653269615713 2.4828603565127653e-05 0.00086646047048973029 0.001478147559766193 0.0004061390644306163 -0.00067809479850138553 -0.00089271538009250639 -0.0015061063554674696 0.00023968695025730356 0.00012476904068748289 0.00031040336552286355 -0.0027235734742063482 -0.00011458226590205063 -0.00081222453225572274 -0.00063014456066841698 0.00040712843652035842 0.0021076351033049254 -0.00047917039758075148 -0.00078753963597156976 0.00071616371712089275 5.9066947519719152e-05 -6.3065325166600833e-05
leaf_weight=134 46 46 60 48 48 68 51 82 47 55 48 46 65 47 107 48 50 51 68 221 80 89 55 64 70 50 148 55 53 50 114 855 639
leaf_count=134 46 46 60 48 48 68 51 82 47 55 48 46 65 47 107 48 50 51 68 221 80 89 55 64 70 50 148 55 53 50 114 855 639
internal_value=0 6.96236e-06 0.000140459 0.000309041 0.000815439 0.000402046 0.00143881 -9.37741e-05 -0.000588356 -0.000109402 -0.000712415 0.000109039 0.000280583 -0.000517429 0.000933688 -0.000475725 6.18586e-05 -9.38952e-05 -0.000743967 -3.3545e-05 -5.63755e-05 -0.000412166 -0.000739439 -0.0013273 0.000131212 -0.000104881 0.000141056 0.000468535 0.000830605 3.10322e-06 2.74256e-05 0.000137217 -0.000125574
internal_weight=0 3712 1601 933 263 215 99 668 210 150 95 670 527 143 172 116 97 2111 114 355 1997 288 199 119 458 268 198 190 108 1709 1659 969 690
internal_count=3758 3712 1601 933 263 215 99 668 210 150 95 670 527 143 172 116 97 2111 114 355 1997 288 199 119 458 268 198 190 108 1709 1659 969 690
is_linear=0
shrinkage=0.0995203


Tree=5794
num_leaves=23
num_cat=0
split_feature=29 18 6 6 6 18 17 8 26 26 6 6 3 8 3 2 8 8 8 17 2 21
split_gain=0.0125961 0.00441281 0.00722259 0.00626154 0.0388794 0.0078244 0.00495585 0.00557363 0.00431386 0.00986647 0.00416727 0.00469087 0.00286315 0.00588802 0.00430149 0.00402191 0.00847448 0.0211712 0.00927707 0.00558852 0.00955442 0.00594445
threshold=0.12951500000000005 0.088735000000000022 0.11481500000000001 0.091495000000000007 0.093595000000000025 0.087065000000000017 0.0065250000000000013 -0.081055000000000002 0.096535000000000024 0.090385000000000021 0.090460000000000026 0.089165000000000022 0.086775000000000033 -0.083135000000000001 0.087675000000000017 -0.076524999999999996 -0.070134999999999989 -0.052214999999999998 -0.084184999999999996 0.07134500000000002 0.096520000000000022 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
left_child=1 2 3 5 -5 10 7 -6 9 -4 11 -1 13 -3 -14 16 18 -18 -16 20 -17 -21
right_child=-2 12 8 4 6 -7 -8 -9 -10 -11 -12 -13 14 -15 15 19 17 -19 -20 21 -22 -23
leaf_value=2.1084784661922202e-05 0.0016635283178805577 -0.00012813028086911289 -0.00092190638299167224 0.0029799049566044474 -0.0012056401131492383 0.0013246347621851168 0.00059767740601042701 7.2476234762194021e-05 -0.0013673360826954699 0.00083321014424794825 -0.00089975468968082493 0.00085484761031939262 0.00081360714221579691 -0.0015322750104656494 -0.00045586580702268301 0.00085333800277461271 -0.0024823510061936054 -9.5291445786842383e-05 0.0011920710626709065 -0.0013798652569419279 -0.00049527551182689867 5.8369136778946184e-05
leaf_weight=2244 46 87 83 53 50 47 87 101 47 51 47 69 46 46 100 140 57 106 51 46 82 72
leaf_count=2244 46 87 83 53 50 47 87 101 47 51 47 69 46 46 100 140 57 106 51 46 82 72
internal_value=0 6.22917e-06 6.48097e-05 0.000105891 0.000542233 5.27988e-05 0 -0.00034532 -0.000543035 -0.000247805 2.7123e-05 4.6311e-05 -0.000195253 -0.00061993 -0.000113395 -0.000179849 -0.000436957 -0.000935053 9.5301e-05 5.51907e-05 0.000351514 -0.000495361
internal_weight=0 3712 2879 2698 291 2407 238 151 181 134 2360 2313 833 133 700 654 314 163 151 340 222 118
internal_count=3758 3712 2879 2698 291 2407 238 151 181 134 2360 2313 833 133 700 654 314 163 151 340 222 118
is_linear=0
shrinkage=0.0995203


Tree=5795
num_leaves=24
num_cat=0
split_feature=29 18 18 18 18 3 5 6 18 18 26 18 5 17 17 2 18 20 20 2 5 19 18
split_gain=0.0102136 0.00379537 0.00532547 0.00625249 0.0108178 0.00614115 0.00489109 0.0045843 0.00992721 0.003914 0.00297059 0.00451315 0.00283979 0.00378488 0.00863961 0.0046358 0.00282461 0.00528393 0.00593018 0.00278656 0.00259982 0.00625461 0.00334522
threshold=0.12951500000000005 -0.011569999999999999 -0.013125 -0.015440000000000001 -0.022504999999999997 0.084145000000000011 -0.045014999999999993 0.087975000000000012 -0.0063699999999999998 -0.097059999999999994 0.12336000000000003 0.086510000000000017 0.0063000000000000009 -0.038314999999999995 -0.0042049999999999995 -0.082139999999999991 0.10554500000000001 -0.091229999999999992 -0.084474999999999995 -0.045109999999999997 -0.071044999999999983 0.11368500000000002 0.24916000000000005
decision_type=2 2 2 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 9 -7 10 -9 -1 16 -12 13 15 -15 -10 17 19 -19 -3 21 -18 -22
right_child=-2 7 -4 -5 -6 6 -8 8 12 -11 11 -13 -14 14 -16 -17 20 18 -20 -21 22 -23 -24
leaf_value=-0.0012701033891060259 0.0014979737934979415 0.00026299849307721157 0.0011133421566202339 -0.0010287594596126944 0.0011758762322645019 0.00091741760810291071 6.6452268831650009e-05 -0.0015585067915363218 -0.00010667983097633296 -2.759154701091428e-06 -0.0011076659223854322 0.00015047790338241514 0.00038444374757374709 0.00077262691598930697 -0.0004004132010391033 -0.0015254537269577464 -0.0014304488273566387 -0.0010109714961367814 9.7443154754595323e-05 0.0013850175860277507 0.00053012436677355617 4.0015480678063781e-05 -0.00055726614135204796
leaf_weight=54 46 46 52 48 91 71 1239 58 46 46 57 54 74 81 265 48 51 50 1058 46 65 63 49
leaf_count=54 46 46 52 48 91 71 1239 58 46 46 57 54 74 81 265 48 51 50 1058 46 65 63 49
internal_value=0 5.58731e-06 0.000121347 8.75172e-05 0.00012376 5.52765e-05 0.000113198 -8.1818e-05 -0.000322411 -0.000695312 7.07118e-06 -0.000488221 -0.000181337 -0.000278351 -0.000123434 -0.000839869 4.61441e-05 0.000107645 4.66856e-05 0.000832907 -0.000273953 -0.000610643 5.55563e-05
internal_weight=0 3712 1601 1549 1501 1410 1310 2111 572 100 1539 111 514 440 346 94 1428 1200 1108 92 228 114 114
internal_count=3758 3712 1601 1549 1501 1410 1310 2111 572 100 1539 111 514 440 346 94 1428 1200 1108 92 228 114 114
is_linear=0
shrinkage=0.0995203


Tree=5796
num_leaves=11
num_cat=0
split_feature=20 5 29 23 0 6 1 20 6 3
split_gain=0.0307995 0.00976957 0.00616227 0.00414779 0.00313419 0.0100961 0.00831582 0.0130992 0.00450192 0.00322789
threshold=-0.40431 0.62931500000000018 -0.14715999999999999 0.086650000000000019 -0.15137999999999999 -0.23020499999999999 0.063010000000000024 -0.073489999999999986 0.098855000000000012 0.10850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 -8 -6 -7
right_child=1 -3 3 -5 6 9 7 -9 -10 -11
leaf_value=-0.002350953566467457 0.0011418918665125385 0.0011093103474496509 0.0015662963699539848 -0.00083098753741945046 9.1186472289671636e-05 0.00028782728432972393 -0.0011644034139894649 -7.6135020953643418e-05 -0.00028684263171125675 -0.00048915657657781287
leaf_weight=55 46 80 52 61 2315 164 154 386 360 78
leaf_count=55 46 80 52 61 2315 164 154 386 360 78
internal_value=0 2.14792e-05 -2.36151e-06 -1.73347e-05 -2.95698e-06 0.000307813 -3.16304e-05 -0.000388009 4.00055e-05 3.40117e-05
internal_weight=0 3696 3616 3570 3509 294 3215 540 2675 242
internal_count=3751 3696 3616 3570 3509 294 3215 540 2675 242
is_linear=0
shrinkage=0.0995203


Tree=5797
num_leaves=9
num_cat=0
split_feature=6 5 29 7 9 1 0 5
split_gain=0.0272448 0.00790947 0.00576323 0.00399822 0.00541962 0.00341045 0.00523786 0.00476035
threshold=0.23663500000000004 0.62931500000000018 -0.11266 -0.10984999999999999 -0.46256000000000003 0.50644500000000015 -0.066264999999999991 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 -6
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=0.0010704150367649345 -0.002252323684967686 0.0009989115202288742 -0.00080850698500973335 0.0010708379886563949 0.00038600083736244691 -0.00093163504859152695 0.00035633057142213175 -3.3422253483691861e-05
leaf_weight=49 53 80 62 46 294 93 46 3028
leaf_count=49 53 80 62 46 294 93 46 3028
internal_value=0 2.01038e-05 -1.313e-06 -1.62565e-05 -2.01692e-06 -1.65127e-05 -0.000499512 3.45065e-06
internal_weight=0 3698 3618 3569 3507 3461 139 3322
internal_count=3751 3698 3618 3569 3507 3461 139 3322
is_linear=0
shrinkage=0.0995203


Tree=5798
num_leaves=9
num_cat=0
split_feature=6 10 9 7 9 6 2 5
split_gain=0.0220925 0.00715435 0.00574684 0.00385316 0.00443286 0.00287067 0.00883294 0.00347869
threshold=0.23663500000000004 0.089800000000000033 0.15091000000000004 -0.10984999999999999 -0.46256000000000003 0.098855000000000012 -0.082084999999999991 -0.094469999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -6
right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=-0.00079771444644240338 -0.0020281719641552106 0.00089963906690092884 0.00096218827256504128 0.00096426799920326385 -0.00017686872631133394 0.00046610794506791818 -0.00056202058761012645 7.3505932856470478e-05
leaf_weight=62 53 89 60 46 720 115 290 2316
leaf_count=62 53 89 60 46 720 115 290 2316
internal_value=0 1.81251e-05 -3.38672e-06 -1.99416e-05 -5.87774e-06 -1.90848e-05 -0.000268062 1.38589e-05
internal_weight=0 3698 3609 3549 3487 3441 405 3036
internal_count=3751 3698 3609 3549 3487 3441 405 3036
is_linear=0
shrinkage=0.0995203


Tree=5799
num_leaves=17
num_cat=0
split_feature=20 5 6 1 3 4 0 9 9 6 8 8 1 5 5 3
split_gain=0.0202531 0.00635986 0.00493354 0.00292025 0.0131077 0.0217695 0.00411295 0.00545267 0.00490773 0.0034451 0.00320288 0.00545981 0.00507061 0.00434564 0.00813022 0.00584001
threshold=-0.41270499999999993 0.6362850000000001 -0.55466499999999985 0.0015850000000000003 0.089005000000000015 0.087270000000000028 -0.071799999999999989 0.11351500000000002 0.099610000000000018 -0.44590999999999997 -0.083849999999999994 -0.084514999999999993 -0.0024449999999999997 -0.077634999999999996 -0.082635 0.11275500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 5 -5 7 -6 -8 -7 11 12 -4 14 -12 -15
right_child=1 -3 3 4 6 9 8 -9 -10 -11 13 -13 -14 15 -16 -17
leaf_value=-0.0020625236670395752 0.001025227073744243 0.0011311748791588193 6.6492926718339721e-05 -0.0020246065907762109 0.00024374777128776206 -0.00052159543418839576 -0.00071181757938464367 -0.00078302328603913139 0.00019988830893237673 0.00060247474454556982 4.5778052762349768e-06 0.0010456643970935316 0.0011288410094946503 -0.00018310309063656051 0.0015399299471566114 0.00045115679857878554
leaf_weight=47 46 50 902 90 570 51 141 56 98 57 129 68 47 1189 47 163
leaf_count=47 46 50 902 90 570 51 141 56 98 57 129 68 47 1189 47 163
internal_value=0 1.63555e-05 8.76684e-07 -1.19563e-05 -0.000150673 -0.000881187 1.55966e-05 0.000150588 -0.000334555 6.4084e-05 4.56614e-05 0.000182669 0.000119969 -4.4992e-05 0.000419238 -0.00010603
internal_weight=0 3704 3654 3608 1063 198 865 626 239 108 2545 1017 949 1528 176 1352
internal_count=3751 3704 3654 3608 1063 198 865 626 239 108 2545 1017 949 1528 176 1352
is_linear=0
shrinkage=0.0995203


Tree=5800
num_leaves=33
num_cat=0
split_feature=20 20 3 9 1 9 5 5 5 5 9 26 0 18 0 9 18 6 6 26 26 18 3 3 18 20 26 26 9 20 3 1
split_gain=0.0097755 0.0199772 0.031528 0.00569502 0.00724514 0.0079531 0.00381185 0.0108329 0.00483396 0.0117162 0.0111935 0.012981 0.0169053 0.0075442 0.00699914 0.00673753 0.00514619 0.00424416 0.0126487 0.00472127 0.00354859 0.00517268 0.00465387 0.0123839 0.00720863 0.00656999 0.0034686 0.00586365 0.00360094 0.00294002 0.00287735 0.00229838
threshold=-0.079154999999999989 -0.081114999999999993 0.093615000000000018 0.11222500000000002 0.012830000000000003 0.13642500000000005 -0.016815 -0.013944999999999999 -0.082179999999999989 -0.087969999999999993 0.085765000000000022 0.091570000000000026 -0.081195000000000003 -0.010395 -0.225295 0.08938500000000002 0.082540000000000016 0.091180000000000025 0.094100000000000031 0.087260000000000018 -0.230515 -0.18513499999999999 0.088605000000000017 0.087570000000000023 0.096280000000000018 -0.11700999999999999 0.088435000000000027 0.092180000000000026 0.084055000000000032 -0.0070099999999999997 0.086535000000000015 -0.061135000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 31 -6 8 -8 9 14 13 15 -13 -10 -2 -12 -15 26 -19 -20 -1 -22 23 30 25 -24 28 -28 -9 -16 -23 -5
right_child=3 2 -4 4 5 -7 7 17 10 -11 11 12 -14 16 29 -17 -18 18 19 -21 21 22 24 -25 -26 -27 27 -29 -30 -31 -32 -33
leaf_value=-0.00066119907069322689 -0.0011588956399114451 0.0029620381236202709 -0.00017614694025846683 0.00019104201356891169 0.0017390737403239103 4.3068225378160377e-05 0.0013806583304927908 0.00011930603909400589 0.0011830971773309712 0.0010493327107256758 -0.0024388250518549686 0.00093197258395671348 -0.00097190369744537097 -0.0010808820224700608 0.0002336268817160016 -0.00091696474534470722 0.00028415217205715598 -0.0016684814765174157 -0.00090532358816794293 0.00018667652773198708 0.0011501373709105283 0.00026337196601092987 0.00029202118101756747 0.0015952793144419968 0.00077888528913781763 -0.00067093801764491964 0.00078100128559681716 -7.4349906919581022e-05 -0.00034145298486861495 -0.00025145117540318398 -0.00061618249580683987 -0.00068209712247521747
leaf_weight=59 74 65 61 72 59 53 52 324 50 77 59 67 147 47 160 61 64 63 51 168 47 107 104 64 68 210 135 189 345 528 56 50
leaf_count=59 74 65 61 72 59 53 52 324 50 77 59 67 147 47 160 61 64 63 51 168 47 107 104 64 68 210 135 189 345 528 56 50
internal_value=0 0.000280454 0.00143626 -0.000104932 0.000364773 0.000943809 -0.000146544 -2.64314e-05 -0.000265412 -0.000118626 -0.000512554 -0.000841533 -0.000372005 0.000164839 -0.000237722 -0.00167204 -0.00028646 -8.44607e-05 -0.000425263 -6.3887e-05 7.56284e-05 0.000143146 6.40863e-05 0.000421905 -0.000146401 -0.000349389 1.14988e-05 0.00027952 -0.000117081 -0.000137452 -3.37841e-05 -0.000160092
internal_weight=0 841 126 2895 234 112 2661 1327 1334 839 495 334 214 161 762 120 111 1275 282 219 715 656 609 227 382 314 993 324 669 688 163 122
internal_count=3736 841 126 2895 234 112 2661 1327 1334 839 495 334 214 161 762 120 111 1275 282 219 715 656 609 227 382 314 993 324 669 688 163 122
is_linear=0
shrinkage=0.0995203


Tree=5801
num_leaves=28
num_cat=0
split_feature=20 20 9 9 9 8 2 9 21 6 9 9 2 20 6 21 20 2 5 0 5 9 8 6 5 21 0
split_gain=0.00792871 0.0161745 0.0329703 0.00481964 0.00533516 0.00825663 0.00531049 0.00564141 0.00470183 0.00678428 0.0101122 0.005719 0.00468938 0.00553182 0.00654854 0.00604329 0.00897649 0.00514677 0.00445915 0.00627907 0.0159794 0.0039655 0.00500299 0.00370693 0.00433167 0.0084553 0.00176774
threshold=-0.079154999999999989 -0.081114999999999993 0.088365000000000013 0.099125000000000033 0.09697500000000002 -0.069939999999999988 -0.072624999999999981 0.10591500000000002 0.098250000000000018 0.10877500000000002 0.11222500000000002 0.11819000000000003 -0.082294999999999993 -0.097019999999999995 -0.070864999999999997 -0.015149999999999999 -0.084724999999999995 -0.081344999999999987 -0.54623499999999992 -0.225295 -0.086109999999999992 0.096225000000000019 -0.083504999999999982 -0.091704999999999995 0.23074000000000006 0.088120000000000018 -0.080614999999999992
decision_type=2 2 2 2 2 2 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 18 -6 7 -5 9 10 -8 -10 13 14 -1 -15 -17 -14 -2 20 -20 22 -21 -19 25 -25 -16
right_child=3 2 -4 6 5 -7 8 -9 11 -11 -12 -13 17 15 26 16 -18 23 19 21 -22 -23 -24 24 -26 -27 -28
leaf_value=-0.0010886730605294535 0.00083941434731864143 -9.0467442269082535e-05 0.0031520299574931913 0.0014425545772994784 -0.0017817713039106353 3.8492382753094684e-05 -0.0019097965794427625 0.00011920028887420597 0.0012282605059337542 0.0005652139034215399 -5.9415238932039416e-05 -0.00022313529265183084 -0.001116633942556567 -0.00021387103533757428 -6.2154587154181925e-05 0.0017231728991812477 0.00020484262583222768 0.00059875014112727284 -0.0020010414005183687 3.7665761535467464e-05 0.00044238807173643466 0.00063928647317667035 -0.00026609186734718847 -2.7523457811358411e-05 0.00049668113941510577 -0.0015901638265488909 0.00074893933075183522
leaf_weight=49 47 72 54 61 49 48 46 70 54 58 83 52 51 58 56 78 79 70 58 993 48 69 1159 118 59 49 48
leaf_count=49 47 72 54 61 49 48 46 70 54 58 83 52 51 58 56 78 79 70 58 993 48 69 1159 118 59 49 48
internal_value=0 0.00025264 0.00129268 -9.44326e-05 -0.00014782 -0.000872583 0.000214772 0.000741668 -1.80092e-05 -0.000320854 -0.000725588 0.000508532 6.82158e-05 0.00031655 -0.000136448 0.000642724 0.000964387 -0.000192788 -0.000117862 -0.000137549 -0.00088686 -0.000101418 -0.000125548 -3.08463e-05 -0.000229476 -0.000490925 0.000304325
internal_weight=0 841 126 2895 2471 97 424 131 293 187 129 106 715 368 153 215 157 347 2374 2327 106 2221 2152 296 226 167 104
internal_count=3736 841 126 2895 2471 97 424 131 293 187 129 106 715 368 153 215 157 347 2374 2327 106 2221 2152 296 226 167 104
is_linear=0
shrinkage=0.0995203


Tree=5802
num_leaves=29
num_cat=0
split_feature=20 20 17 9 1 0 2 9 1 9 9 2 20 29 18 20 26 18 18 18 1 9 20 3 3 2 1 9
split_gain=0.00641674 0.0131016 0.0282118 0.00409278 0.00593487 0.00664689 0.00379978 0.00535295 0.00579581 0.00584777 0.00540859 0.00417288 0.00377275 0.00706652 0.0032459 0.00714064 0.00319164 0.00303651 0.00937987 0.00599473 0.00529803 0.00446453 0.00284321 0.00405503 0.00433953 0.00260993 0.00216109 0.00205098
threshold=-0.079154999999999989 -0.081114999999999993 -0.012754999999999999 0.11222500000000002 0.012830000000000003 -0.073219999999999993 -0.082294999999999993 0.084380000000000024 -0.008005 0.089105000000000018 0.087635000000000032 -0.081344999999999987 0.0057800000000000013 0.097705000000000028 0.089365000000000014 0.10252000000000001 -0.097259999999999999 0.090025000000000022 0.091725000000000015 0.088250000000000009 -0.077429999999999985 0.10591500000000002 -0.084949999999999984 0.093835000000000016 0.10850000000000003 -0.016354999999999998 0.10539000000000003 0.11985000000000003
decision_type=2 2 2 2 2 2 2 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 27 -6 7 -1 10 -10 -9 -8 13 17 15 -14 -12 19 -19 21 -20 -2 23 -13 -25 -16 -17 -5
right_child=3 2 -4 4 5 -7 11 8 9 -11 16 22 14 -15 25 26 -18 18 20 -21 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0010117454113355443 -8.0104244181777829e-05 -0.00029081026420435839 0.0026776898883853852 0.00021768762286835031 2.7368693753021711e-05 0.0015775252339025976 -0.001005506336461723 -0.0011299704450322893 0 0.0013314222872327088 -0.00051358791896554876 -0.00078732058872902006 0.0010909519395563268 -0.0012707153921193328 -0.00083128117412352377 -0.00040913858517175624 0.00059794013914256882 -0.0016700008323402567 0.00012916080958539684 0.001028921443786501 -0.00058484324451447652 -0.0010009283410427311 0.00050351712568962644 0.00069825466258241356 -0.00039606478939240231 0.00021867266091201692 0.00037045383891889819 -0.00059395399492914074
leaf_weight=79 1722 64 62 64 54 58 51 54 75 57 46 78 90 56 46 75 57 49 215 47 195 54 74 66 78 46 66 58
leaf_count=79 1722 64 62 64 54 58 51 54 75 57 46 78 90 56 46 75 57 49 215 47 195 54 74 66 78 46 66 58
internal_value=0 0.000227304 0.00116338 -8.49221e-05 0.000313144 0.000837438 6.11991e-05 0.000284826 8.32846e-05 0.000571581 -0.000322044 -0.000173602 -0.000120234 -0.000164471 0.000197431 0.000398053 9.35817e-05 -0.000136965 -0.000366242 -7.87879e-05 -0.00020843 -0.000108563 -2.75012e-05 -0.000208195 9.98135e-05 -0.000297406 -3.84171e-05 -0.000161465
internal_weight=0 841 126 2895 234 112 715 368 289 132 157 347 2661 2338 323 231 103 2282 459 1823 410 1776 296 222 144 92 141 122
internal_count=3736 841 126 2895 234 112 715 368 289 132 157 347 2661 2338 323 231 103 2282 459 1823 410 1776 296 222 144 92 141 122
is_linear=0
shrinkage=0.0995203


Tree=5803
num_leaves=31
num_cat=0
split_feature=5 5 5 21 9 0 8 18 8 18 3 0 0 3 3 3 26 8 9 8 8 9 0 9 3 2 2 0 2 0
split_gain=0.00404853 0.0277009 0.00502515 0.0110631 0.00464796 0.0079343 0.00824946 0.0139612 0.0153375 0.00810947 0.0131549 0.00620286 0.00725665 0.00694369 0.00834771 0.0106817 0.00546475 0.00720382 0.00522624 0.00481077 0.00462334 0.00530914 0.00436509 0.0118556 0.00981247 0.00634589 0.00602638 0.00369295 0.00279975 0.00276715
threshold=-0.12429 -0.14822499999999997 -0.094469999999999985 0.086565000000000017 0.086155000000000023 -0.079805000000000001 -0.082014999999999991 -0.089929999999999996 -0.079434999999999992 0.11835500000000003 0.10134000000000003 -0.084759999999999988 -0.081534999999999982 0.10850000000000003 0.099950000000000025 0.090595000000000023 -0.054024999999999997 -0.049499999999999995 0.083760000000000015 -0.083135000000000001 -0.084044999999999995 0.088710000000000025 -0.066264999999999991 0.11351500000000002 0.14940500000000004 0.13398000000000002 -0.032624999999999994 -0.089965000000000003 0.096520000000000022 -0.19126499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 3 -2 11 6 20 -8 -9 16 -11 13 19 14 15 -4 -7 -18 28 -13 27 -22 23 24 25 29 -24 -6 -14 -1
right_child=2 -3 4 -5 5 9 7 8 -10 10 -12 12 18 -15 -16 -17 17 -19 -20 -21 21 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0005796293269152849 -0.0016339943699820057 0.0019433626166102222 0.00047015508782507375 7.361973854296035e-05 0.00032939584466549674 0.00089690092127006789 0.00039512181822373341 -0.0022179145643063209 -0.0005706490170779853 -0.001968337577545368 0.0001246146756001228 -0.0012269313450329587 -0.00032044053815851955 -0.00057821185131040067 0.0016991738091038425 -0.00088271684371509212 0.0002601648186669565 -0.00048514694140065154 0.00089184853998985241 -3.6330387105806123e-05 0.00099781826167436049 -0.00036879100729150002 0.001215299335505411 -0.001585305781730495 0.0013763047649062133 -0.0010132309419388183 -9.4140381274750328e-05 -0.00056138972911418887 0.00025250542169343726 -0.00010539363904172555
leaf_weight=72 63 80 500 91 62 90 79 84 174 49 74 85 202 77 47 65 504 172 65 58 70 46 62 51 47 69 77 170 144 307
leaf_count=72 63 80 500 91 62 90 79 84 174 49 74 85 202 77 47 65 504 172 65 58 70 46 62 51 47 69 77 170 144 307
internal_value=0 0.000190916 -6.57486e-05 -0.000619634 -3.51781e-05 -0.000148999 -0.00040367 -0.000754846 -0.00111014 4.63124e-05 -0.000702508 0.000108293 -0.000138618 0.000308013 0.000420853 0.000313066 0.000167623 6.93183e-05 7.20243e-05 -0.000749755 -6.12419e-05 0.00044883 -1.25547e-05 -0.000140476 6.73185e-06 -0.000135124 0.000484037 -0.000319806 -7.96231e-05 2.25827e-05
internal_weight=0 765 2971 154 2817 1574 685 337 258 889 123 1243 554 689 612 565 766 676 411 143 348 116 685 546 495 448 139 232 346 379
internal_count=3736 765 2971 154 2817 1574 685 337 258 889 123 1243 554 689 612 565 766 676 411 143 348 116 685 546 495 448 139 232 346 379
is_linear=0
shrinkage=0.0995203


Tree=5804
num_leaves=16
num_cat=0
split_feature=3 1 23 5 2 2 17 3 0 5 5 3 2 30 21
split_gain=0.0111871 0.0147347 0.00483834 0.00448437 0.00203662 0.00453169 0.011384 0.0132378 0.00435823 0.0101859 0.00808621 0.00520753 0.0025624 0.00308399 0.00260526
threshold=0.16149500000000003 0.070450000000000026 0.086085000000000023 0.63223000000000018 0.10166000000000001 0.0040650000000000018 -0.093784999999999993 0.090905000000000027 -0.15137999999999999 -0.50544999999999984 -0.084089999999999984 0.10892000000000003 -0.0097149999999999997 0.085495000000000029 -0.012349999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 12 -7 -8 9 -6 -10 -12 14 -14 -1
right_child=1 -3 -4 -5 8 6 7 -9 10 -11 11 -13 13 -15 -16
leaf_value=0.00025100403915546688 0.0001503855822045364 -0.002017046188942898 0.00087642629546890664 -0.00079789265607383016 -1.9009728898363928e-05 -0.001828684363694273 0.00073771857038314854 -0.0013383495995692057 -0.00076099522463616133 0.0018691302951346527 -0.00019004723986814219 0.0011088206199458964 0.00091706939801124046 -9.1314611559147033e-05 -3.7339055023934373e-05
leaf_weight=354 60 63 63 69 69 47 83 48 86 47 56 65 67 52 2515
leaf_count=354 60 63 63 69 69 47 83 48 86 47 56 65 67 52 2515
internal_value=0 -0.000953107 1.18508e-05 -3.22783e-06 1.22532e-05 -1.17863e-05 -0.000499766 -1.67293e-05 0.000250419 0.000738956 -1.93956e-05 0.000500926 1.70095e-05 0.000469552 -1.47566e-06
internal_weight=0 123 3621 3558 3489 3166 178 131 323 116 207 121 2988 119 2869
internal_count=3744 123 3621 3558 3489 3166 178 131 323 116 207 121 2988 119 2869
is_linear=0
shrinkage=0.0995203


Tree=5805
num_leaves=9
num_cat=0
split_feature=26 7 10 10 2 21 21 0
split_gain=0.0147398 0.002874 0.00307644 0.00261324 0.00243188 0.00142148 0.00506143 0.00488174
threshold=0.5128250000000002 -0.23835999999999999 0.090150000000000022 0.086275000000000018 -0.24163499999999999 0.094640000000000016 0.092595000000000025 -0.052884999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=0.00077772994949828925 -0.0017690597016833817 -0.00070646082049532924 -0.00059723867479420623 0.00063874823270700868 1.7677053137982702e-05 2.1706406548520744e-06 0.0008815732237080089 -0.00067201265931122621
leaf_weight=47 47 48 85 64 2662 593 69 129
leaf_count=47 47 48 85 64 2662 593 69 129
internal_value=0 4.34375e-06 -5.39065e-06 8.49112e-06 -2.79648e-06 6.74806e-06 3.98036e-05 -0.000117152
internal_weight=0 3697 3650 3565 3501 3453 2731 722
internal_count=3744 3697 3650 3565 3501 3453 2731 722
is_linear=0
shrinkage=0.0995203


Tree=5806
num_leaves=11
num_cat=0
split_feature=29 5 0 6 5 8 8 5 3 1
split_gain=0.0131468 0.0038811 0.00223497 0.00534539 0.00252636 0.00247061 0.00392141 0.00266867 0.00625134 0.00373875
threshold=0.12737000000000004 0.63455500000000009 -0.20796499999999998 -0.092034999999999992 -0.10123 -0.49499500000000002 -0.396895 -0.46244499999999994 0.11523000000000001 0.50462500000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -7 8 -8 -9
right_child=-2 -3 5 -5 -6 6 7 9 -10 -11
leaf_value=0.00034748863925076345 -0.0016353822405024095 -0.00080200477727212312 -0.00052928824492667252 -0.00018290137866266331 0.0014204020359879525 0.00066583674028065226 4.1690234565409165e-05 5.2585656412722645e-06 -0.00097512702448263988 0.00073644565067308091
leaf_weight=46 49 58 85 89 46 89 171 2949 91 71
leaf_count=46 49 58 85 89 46 89 171 2949 91 71
internal_value=0 5.35987e-06 1.84602e-05 0.000359364 0.000892844 3.69275e-07 1.39675e-05 -3.46024e-06 -0.000308355 2.27198e-05
internal_weight=0 3695 3637 181 92 3456 3371 3282 262 3020
internal_count=3744 3695 3637 181 92 3456 3371 3282 262 3020
is_linear=0
shrinkage=0.0995203


Tree=5807
num_leaves=9
num_cat=0
split_feature=4 23 5 21 6 23 3 29
split_gain=0.0126786 0.00308653 0.00295851 0.00300443 0.00227662 0.00644088 0.00483199 0.0048104
threshold=0.15730000000000002 0.086085000000000023 0.63223000000000018 0.15544000000000005 -0.46637499999999998 -1.0000000180025095e-35 0.11523000000000001 0.10207000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -7
right_child=-2 -3 -4 -5 5 7 -8 -9
leaf_value=7.4216011595679382e-05 -0.0016385928706966564 0.00068599949169518117 -0.00065134543772718708 0.00066673466010331466 0.0011086712751582587 7.8810982939384281e-06 -0.0011585565027674338 -0.00093053885983010399
leaf_weight=77 47 65 69 67 52 3260 52 55
leaf_count=77 47 65 69 67 52 3260 52 55
internal_value=0 6.15913e-06 -5.78223e-06 6.48981e-06 -5.92948e-06 9.55262e-06 -0.00041637 -7.44153e-06
internal_weight=0 3697 3632 3563 3496 3367 129 3315
internal_count=3744 3697 3632 3563 3496 3367 129 3315
is_linear=0
shrinkage=0.0995203


Tree=5808
num_leaves=16
num_cat=0
split_feature=19 27 21 5 21 17 1 20 17 10 17 17 17 18 21
split_gain=0.00408611 0.00528916 0.00294075 0.00559787 0.0025219 0.00388814 0.00293404 0.00736767 0.00279876 0.00546191 0.00323948 0.00550778 0.00497689 0.00167298 0.00139897
threshold=-0.10411999999999999 -0.091944999999999985 -0.08861999999999999 -0.010074999999999999 -0.015149999999999999 0.0065250000000000013 -0.01538 -0.042414999999999994 -0.55286000000000002 0.085585000000000022 -0.031185000000000001 -0.042709999999999991 -0.000475 -0.017129999999999996 -0.10962999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 14 5 6 -4 -8 9 -6 11 -10 -12 -7 -3
right_child=1 2 4 -5 8 13 7 -9 10 -11 12 -13 -14 -15 -16
leaf_value=0.00079759814448259164 -0.0010010702826072063 0.00039231513691310841 -0.00059406656318343281 0.0013568018189706696 0.001224247017268488 -0.0012544715684730113 -0.00030668983336475737 0.0012326982016190359 -6.5231506165753923e-05 -0.00018661853993987034 0.00037560769375238629 -0.00090022928408817855 -8.1838017287100633e-06 -0.00037687209970256434 -0.00037515571134305765
leaf_weight=64 52 48 64 46 54 46 88 47 1204 53 444 84 1343 47 46
leaf_count=64 52 48 64 46 54 46 88 47 1204 53 444 84 1343 47 46
internal_value=0 -4.36297e-06 9.75164e-06 0.000457049 -8.03853e-06 -0.00028811 -3.55384e-05 0.000223182 1.74053e-05 0.000517757 0 -0.000120323 8.67154e-05 -0.000819756 8.03551e-06
internal_weight=0 3666 3614 140 3474 292 199 135 3182 107 3075 1288 1787 93 94
internal_count=3730 3666 3614 140 3474 292 199 135 3182 107 3075 1288 1787 93 94
is_linear=0
shrinkage=0.0995203


Tree=5809
num_leaves=17
num_cat=0
split_feature=0 18 4 27 0 10 3 5 2 0 17 17 17 5 0 0
split_gain=0.00355343 0.00680067 0.00845642 0.0026072 0.00216607 0.00384592 0.00588837 0.00438769 0.00380335 0.00368134 0.00292039 0.00630954 0.00506684 0.0181313 0.00411412 0.00291983
threshold=-0.20796499999999998 0.086800000000000016 0.095805000000000015 -0.086859999999999993 0.047575000000000013 0.086275000000000018 0.10457000000000002 0.18340500000000004 0.096520000000000022 0.019150000000000004 -0.036600000000000001 -0.043894999999999997 -0.000475 -0.092864999999999989 -0.067839999999999998 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 9 6 8 -8 -6 10 11 14 13 -12 -5 -14
right_child=3 -3 -4 4 5 -7 7 -9 -10 -11 12 -13 15 -15 -16 -17
leaf_value=0.001735228595981879 -0.00058672929796037819 -0.00056638243050921621 0.00013654025126244338 -0.00017925460247983038 0.00010716369595807318 0.0010114452307295511 0.00012686986679263048 -0.0012132286724902998 0.001245411701477028 -0.00081032433707954013 0.0020964991415675597 -0.001181582255055284 9.8649606235065549e-06 0.00013489085340168434 0.00026544566316923687 -0.00052888928961523517
leaf_weight=56 77 49 82 925 84 55 49 46 46 58 52 54 1256 469 264 108
leaf_count=56 77 49 82 925 84 55 49 46 46 58 52 54 1256 469 264 108
internal_value=0 0.000431104 0.000791216 -1.3937e-05 -9.75809e-07 0.000264163 7.78552e-05 -0.000513403 0.000516226 -2.45343e-05 -9.70233e-06 -0.000128349 6.81012e-05 0.000332247 -7.98269e-05 -3.21929e-05
internal_weight=0 187 138 3543 3466 280 225 95 130 3186 3128 1243 1885 521 1189 1364
internal_count=3730 187 138 3543 3466 280 225 95 130 3186 3128 1243 1885 521 1189 1364
is_linear=0
shrinkage=0.0995203


Tree=5810
num_leaves=23
num_cat=0
split_feature=19 27 9 9 3 26 3 17 5 17 3 2 9 9 3 26 8 9 7 17 18 4
split_gain=0.0033435 0.00374073 0.00354438 0.0127778 0.00377099 0.00669917 0.0107471 0.00888536 0.00878128 0.00551137 0.0061038 0.00507086 0.0151455 0.014429 0.00479505 0.0190121 0.00417483 0.00308881 0.0035866 0.00437141 0.00284161 0.00506839
threshold=-0.10411999999999999 -0.091944999999999985 0.083955000000000016 0.083760000000000015 0.091865000000000016 0.091275000000000023 0.08895500000000002 -0.038314999999999995 -0.084089999999999984 -0.54441499999999998 0.11125500000000002 -0.085944999999999994 0.084290000000000018 0.084485000000000018 0.092900000000000024 0.090170000000000014 0.11023500000000003 -0.088729999999999989 0.076760000000000023 -0.093784999999999993 -0.019539999999999998 0.11860000000000002
decision_type=2 2 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 17 5 11 8 -8 -7 10 -6 12 -4 -13 15 -11 -16 20 19 -19 -3 -22
right_child=1 2 4 -5 9 6 7 -9 -10 14 -12 13 -14 -15 16 -17 -18 18 -20 -21 21 -23
leaf_value=0.00072059658848451426 -0.00084305213761283189 0.00045844465243573512 -0.002053075971556587 0.0016058973800011974 8.9685807249366561e-05 -0.0010038751410143861 -0.0020851112739333367 -0.00048523331497511756 0.00073012976614605192 -0.00075309556533494461 0.0016178947891195355 0.0014829200377496762 -0.00011566168807121082 -5.2300151447623699e-05 -0.00012802988250299518 0.0019207516842133902 0.00068024348708026314 -0.0001534852915631104 -0.0004889752398275311 0.00038214377714800658 -0.00086099032708181482 0.00013193607815684781
leaf_weight=64 52 47 46 57 62 47 64 78 75 50 46 67 314 631 879 55 68 206 74 546 108 94
leaf_count=64 52 47 46 57 62 47 64 78 75 50 46 67 314 631 879 55 68 206 74 546 108 94
internal_value=0 -4.84045e-06 6.99365e-06 0.000153133 -5.93283e-05 -0.000174417 -0.000623244 -0.00121207 5.54013e-05 7.1127e-05 0.00074817 -6.16481e-05 -0.000365494 9.38907e-05 8.425e-07 0.000639695 -6.91268e-05 7.53411e-05 0.000168536 0.000234327 -0.000230525 -0.000394883
internal_weight=0 3666 3614 1132 2482 1322 264 142 122 1160 108 1058 360 698 1052 105 947 1075 826 752 249 202
internal_count=3730 3666 3614 1132 2482 1322 264 142 122 1160 108 1058 360 698 1052 105 947 1075 826 752 249 202
is_linear=0
shrinkage=0.0995203


Tree=5811
num_leaves=21
num_cat=0
split_feature=19 27 9 9 3 3 0 0 9 17 3 20 20 20 9 20 20 20 30 3
split_gain=0.00271141 0.00303294 0.00287509 0.0103599 0.00320617 0.00585537 0.00355861 0.0098307 0.00975694 0.00273336 0.00676113 0.0036132 0.00958408 0.00494133 0.0025044 0.00351041 0.00811762 0.00474482 0.00345749 0.00333479
threshold=-0.10411999999999999 -0.091944999999999985 0.083955000000000016 0.083760000000000015 0.090995000000000006 0.09049500000000002 -0.087184999999999999 -0.088084999999999983 0.084290000000000018 -0.54441499999999998 0.11125500000000002 -0.012970000000000001 -0.00059999999999999995 -0.074014999999999984 -0.073629999999999987 -0.060199999999999997 -0.0033999999999999998 -0.077154999999999987 0.10484500000000002 0.14823500000000003
decision_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 6 7 -4 -8 10 -6 13 -13 -11 18 17 -17 -16 19 -3
right_child=1 2 4 -5 9 -7 8 -9 -10 11 -12 12 -14 -15 15 16 -18 -19 -20 -21
leaf_value=0.00064888264236888469 -0.00075915146886593567 0.00016755248613608539 -9.2512811015480181e-05 0.0014460781538098355 -7.387345750258729e-05 -0.0011555328360721329 -0.001476903934297099 0.0012614663755817661 -0.00014163722536259083 -3.9124645464646926e-06 0.0014568815612617096 0.0014716748770871051 4.991922138151341e-05 -0.00072753288772590995 8.5738546250715286e-05 0.0012387508354735443 0.00014326922895603589 -0.0010212865117036648 -0.00081209342429722632 -0.00069653745387718313
leaf_weight=64 52 226 334 57 73 57 59 63 702 355 46 51 614 128 172 80 429 49 64 55
leaf_count=64 52 226 334 57 73 57 59 63 702 355 46 51 614 128 172 80 429 49 64 55
internal_value=0 -4.38096e-06 6.25254e-06 0.000137893 -5.34568e-05 -0.000169133 -0.000119872 0.000120288 -0.000246236 5.68255e-05 0.000510968 9.03667e-06 0.000160187 -0.000197374 6.77673e-05 0.000172719 0.000317055 -0.000156006 -0.000151933 0
internal_weight=0 3666 3614 1132 2482 1215 1158 397 761 1267 119 1148 665 483 1075 730 509 221 345 281
internal_count=3730 3666 3614 1132 2482 1215 1158 397 761 1267 119 1148 665 483 1075 730 509 221 345 281
is_linear=0
shrinkage=0.0995203


Tree=5812
num_leaves=8
num_cat=0
split_feature=6 18 17 17 17 26 6
split_gain=0.0279205 0.0062819 0.00433911 0.00352986 0.00247329 0.0033599 0.00191014
threshold=0.23663500000000004 0.26473000000000008 -0.56655999999999984 -0.55286000000000002 0.6218950000000002 0.40795000000000009 0.11690000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5
right_child=-2 -3 3 4 -6 -7 -8
leaf_value=-0.00086366912419909552 0.0023386647619255143 0.00091448176550355852 0.00072216702979699616 -1.0628996377149324e-05 -0.00068586915510613375 0.00060483458269074966 -0.00034783586709771585
leaf_weight=60 51 72 64 3186 55 85 176
leaf_count=60 51 72 64 3186 55 85 176
internal_value=0 -5.72031e-06 -2.42182e-05 -9.86435e-06 -2.34762e-05 -1.26696e-05 -2.85252e-05
internal_weight=0 3698 3626 3566 3502 3447 3362
internal_count=3749 3698 3626 3566 3502 3447 3362
is_linear=0
shrinkage=0.0995203


Tree=5813
num_leaves=15
num_cat=0
split_feature=6 26 3 9 17 9 17 3 0 4 17 11 4 5
split_gain=0.0226401 0.00457739 0.0148928 0.00572818 0.00587206 0.00907902 0.0119 0.00536961 0.00328839 0.00655065 0.00426531 0.00260958 0.00484047 0.00306059
threshold=0.23663500000000004 0.10603500000000003 0.088845000000000021 0.091750000000000012 0.07134500000000002 0.11408000000000003 -0.036600000000000001 0.11926500000000002 0.12433000000000002 0.10098000000000003 -0.55754499999999996 -0.37931999999999999 0.14039500000000002 -0.040404999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 7 5 6 -5 -4 10 -10 -1 -12 13 -13
right_child=-2 2 3 4 -6 -7 -8 -9 9 -11 11 12 -14 -15
leaf_value=-0.00074781090254924748 0.002105920466696646 0.0019058870140856419 -0.0013638378354946816 -1.8137425841054855e-05 -0.00052775620061511414 -0.00031959444010563242 0.0015797326712195003 0.00011244426776768912 -0.00017976539059218224 0.0013450855150078862 -0.00076156675450772136 -0.00017653108662717509 0.00074251465644973181 3.092149047084792e-05
leaf_weight=89 51 50 46 80 70 91 106 50 63 49 50 1217 77 1660
leaf_count=89 51 50 46 80 70 91 106 50 63 49 50 1217 77 1660
internal_value=0 -5.15101e-06 0.000276912 9.12063e-05 0.000281034 0.000488377 0.000888076 -0.000586414 -4.87939e-05 0.000480048 -6.82084e-05 -4.78012e-05 -3.54427e-05 -5.65485e-05
internal_weight=0 3698 493 443 347 277 186 96 3205 112 3093 3004 2954 2877
internal_count=3749 3698 493 443 347 277 186 96 3205 112 3093 3004 2954 2877
is_linear=0
shrinkage=0.0995203


Tree=5814
num_leaves=9
num_cat=0
split_feature=6 18 17 2 18 9 9 2
split_gain=0.0183588 0.00529986 0.00312877 0.00301823 0.00197909 0.0030384 0.00418389 0.00343924
threshold=0.23663500000000004 0.26473000000000008 -0.56655999999999984 -0.241895 0.15891500000000006 0.10526500000000003 0.098720000000000016 -0.043929999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -7
right_child=-2 -3 3 4 -6 7 -8 -9
leaf_value=-0.00073453721189483485 0.0018963387833990503 0.00084054443821961883 0.00075023306857548199 -1.5373245280107575e-05 -0.000552600973382492 0.00014067573263282831 -0.00056695390332222131 0.0010560539380526555
leaf_weight=60 51 72 51 2966 68 290 143 48
leaf_count=60 51 72 51 2966 68 290 143 48
internal_value=0 -4.66042e-06 -2.16691e-05 -9.4451e-06 -2.07004e-05 -9.9699e-06 -4.10068e-05 0.000273092
internal_weight=0 3698 3626 3566 3515 3447 3109 338
internal_count=3749 3698 3626 3566 3515 3447 3109 338
is_linear=0
shrinkage=0.0995203


Tree=5815
num_leaves=14
num_cat=0
split_feature=6 18 6 5 5 9 0 4 18 18 4 5 5
split_gain=0.0148865 0.00429754 0.00226539 0.0100441 0.0104757 0.00362391 0.00185951 0.00508036 0.00261259 0.00930279 0.00872651 0.00678453 0.00400624
threshold=0.23663500000000004 0.26473000000000008 0.11056500000000001 -0.045014999999999993 0.037395000000000005 0.093335000000000015 0.12433000000000002 0.10098000000000003 -0.082304999999999989 -0.085834999999999995 0.085990000000000025 0.40249000000000007 0.26245000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 8 -8 9 10 -1 12 -10
right_child=-2 -3 3 4 5 -7 7 -9 11 -11 -12 -13 -14
leaf_value=-0.00010762953162223618 0.0017076147104226889 0.00075689327887492935 0.00070877634498638716 -0.0018070343977743821 -0.00087427605874412979 0.00018192184646180081 -0.00013621221611106598 0.0011691196722095917 -6.398733966762585e-05 0.0011430494381967735 0.00079572524458518072 -0.0012515293282457634 0.00078016779721760672
leaf_weight=691 51 72 71 57 50 88 72 49 2237 82 125 47 57
leaf_count=691 51 72 71 57 50 88 72 49 2237 82 125 47 57
internal_value=0 -4.17458e-06 -1.95126e-05 -0.000299113 -0.000670286 -0.000194827 2.3788e-06 0.000385628 -1.16856e-05 0.00013232 2.97488e-05 -6.72755e-05 -4.26554e-05
internal_weight=0 3698 3626 266 195 138 3360 121 3239 898 816 2341 2294
internal_count=3749 3698 3626 266 195 138 3360 121 3239 898 816 2341 2294
is_linear=0
shrinkage=0.0995203


Tree=5816
num_leaves=20
num_cat=0
split_feature=18 4 4 9 4 21 20 4 18 18 26 2 26 8 8 2 26 18 9
split_gain=0.0103187 0.00413801 0.00751178 0.00579682 0.0152646 0.00406762 0.00427365 0.00331655 0.00267866 0.0090627 0.00425109 0.00581999 0.00571374 0.00323677 0.00549354 0.00417818 0.00307412 0.00687706 0.00592359
threshold=0.26473000000000008 0.084755000000000025 0.086825000000000027 0.11408000000000003 0.15116500000000005 -0.076335 -0.058504999999999995 0.08024000000000002 -0.099739999999999995 -0.112385 0.084355000000000027 -0.091674999999999993 0.097125000000000031 -0.086304999999999993 -0.08569499999999998 -0.083254999999999982 0.084585000000000021 -0.015440000000000001 0.083760000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 -4 -7 8 9 10 11 -1 -12 16 -15 -16 18 -18 -10
right_child=-2 2 3 -5 -6 6 -8 -9 13 -11 12 -13 -14 14 15 -17 17 -19 -20
leaf_value=-0.0012123482636796936 -0.0011894207336975945 -0.0012826671384373498 0.00064368683752347904 -0.00099119340347362693 0.0017277102262325639 0.00022512619736328432 -0.00031631466736837475 0.00077873770602676802 0.00017560552043805686 -0.0012485454743887735 0.0008494209853757681 0.00017757350733880862 -0.00038278937477490818 0.0010497597073386173 -5.6221339334656622e-05 0.00027996254418128903 0.0011785105190817565 -6.2413124941715164e-05 -0.0009207912753870244
leaf_weight=50 71 55 64 65 47 191 575 67 90 65 101 72 58 70 605 914 49 448 104
leaf_count=50 71 55 64 65 47 191 575 67 90 65 101 72 58 70 605 914 49 448 104
internal_value=0 2.18165e-05 -0.000151092 -8.41547e-05 -1.59949e-05 -0.000115721 -0.000180239 8.61347e-05 6.81518e-05 -0.000189011 5.31636e-05 -0.000385357 0.000394787 0.000107537 0.000185875 0.000145525 -7.14229e-05 5.82844e-05 -0.000407934
internal_weight=0 3690 997 942 877 830 766 2693 2626 346 281 122 159 2280 1589 1519 691 497 194
internal_count=3761 3690 997 942 877 830 766 2693 2626 346 281 122 159 2280 1589 1519 691 497 194
is_linear=0
shrinkage=0.0995203


Tree=5817
num_leaves=16
num_cat=0
split_feature=18 4 4 9 9 24 1 4 18 26 18 3 6 17 6
split_gain=0.00836704 0.00335312 0.00609078 0.00470222 0.0132326 0.0046578 0.00344683 0.00268826 0.00261613 0.00345399 0.00559576 0.00615918 0.00321348 0.0132098 0.00339418
threshold=0.26473000000000008 0.084755000000000025 0.086825000000000027 0.11408000000000003 0.10371500000000002 0.098635000000000014 -0.50763499999999995 0.08024000000000002 0.15891500000000006 0.11880500000000002 0.11061000000000003 0.09940000000000003 0.10877500000000002 0.0065250000000000013 0.10384500000000003
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 -4 8 9 12 11 -11 14 -14 -1
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 10 -12 -13 13 -15 -16
leaf_value=2.3642376205700389e-05 -0.0010710493672078248 -0.0011550159348936875 -0.00077229841710135848 -0.0008925496411006169 0.0016278623441838222 -0.0010691168148166249 1.1739022824822204e-05 0.00070123761299655213 -0.00067273649959703156 0.00081145753608685689 0.0012666759893085028 -0.00046834662241427281 -0.0006786306192674065 0.0009758990628536702 -0.00079019089650258752
leaf_weight=2105 71 55 60 65 46 47 724 67 47 70 61 79 72 140 52
leaf_count=2105 71 55 60 65 46 47 724 67 47 70 61 79 72 140 52
internal_value=0 1.96453e-05 -0.000135974 -7.56066e-05 -1.41244e-05 -0.000106002 -4.72197e-05 7.75626e-05 6.13383e-05 7.50336e-05 0.000462238 0.00012741 4.03643e-05 0.000410122 3.64331e-06
internal_weight=0 3690 997 942 877 831 784 2693 2626 2579 210 149 2369 212 2157
internal_count=3761 3690 997 942 877 831 784 2693 2626 2579 210 149 2369 212 2157
is_linear=0
shrinkage=0.0995203


Tree=5818
num_leaves=22
num_cat=0
split_feature=9 26 3 9 8 26 8 26 8 8 24 9 9 3 8 8 6 17 5 9 0
split_gain=0.00311585 0.00723453 0.011351 0.00537953 0.00482629 0.00990153 0.00883612 0.00502681 0.00523555 0.00634799 0.00442465 0.00449318 0.00385268 0.00474226 0.00714761 0.00343534 0.00316676 0.0176204 0.00713516 0.00350054 0.00309775
threshold=0.092150000000000024 0.10665000000000002 0.089985000000000023 0.09253500000000002 -0.062834999999999988 0.11861500000000001 -0.049499999999999995 0.11215000000000001 -0.069939999999999988 -0.073999999999999996 0.083550000000000027 0.091615000000000016 0.09550500000000002 0.12870500000000004 0.0051800000000000014 0.03530500000000001 0.10449000000000003 0.0065250000000000013 0.23074000000000006 0.09091500000000001 0.11291000000000002
decision_type=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 -2 5 7 -6 8 9 -5 11 16 15 14 -14 -8 19 18 -18 20 -1
right_child=3 2 -4 4 6 -7 12 -9 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=2.8052051891015873e-05 0.0011494729371520351 -0.0019794490234954728 -5.8501785761521897e-05 0.00033193451342977801 -0.0012098937489375002 0.0015802472642478672 0.0011865220780217429 -0.00067702531449544904 0.0011602415188794097 -0.0007581801955383944 -0.00083839112442730013 -0.00097453139537755204 -0.0010479174178394577 0.00060087856218235048 2.4617705603132738e-05 0 -0.0013156539230211707 0.0016818648907784789 0.00040164705116151473 -0.0007433952048322139 -0.00073501345461358968
leaf_weight=2133 50 49 83 299 65 54 48 62 58 64 64 46 88 72 200 47 46 67 49 63 54
leaf_count=2133 50 49 83 299 65 54 48 62 58 64 64 46 88 72 200 47 46 67 49 63 54
internal_value=0 -5.9395e-05 -0.000777783 0.00013936 9.08035e-05 0.000300515 -0.00012419 0.000155745 0.00028033 0.000137483 -2.14704e-05 0 2.91115e-05 -0.000117757 -0.000300259 0.000594285 1.8382e-05 0.000443491 -0.000421271 -1.18621e-05 8.8366e-06
internal_weight=0 2654 132 1107 1057 537 520 483 421 363 2522 2458 455 360 288 95 2412 162 95 2250 2187
internal_count=3761 2654 132 1107 1057 537 520 483 421 363 2522 2458 455 360 288 95 2412 162 95 2250 2187
is_linear=0
shrinkage=0.0995203


Tree=5819
num_leaves=21
num_cat=0
split_feature=9 26 1 9 8 26 8 6 6 9 21 26 26 24 21 9 9 8 8 9
split_gain=0.00253205 0.00587542 0.0433276 0.00435972 0.00391037 0.00802649 0.00716762 0.0041638 0.00590793 0.00787136 0.00530937 0.00377229 0.00734118 0.00372296 0.00396516 0.0122579 0.00489081 0.0035107 0.00434115 0.00626336
threshold=0.092150000000000024 0.10665000000000002 -0.083284999999999984 0.09253500000000002 -0.062834999999999988 0.11861500000000001 -0.049499999999999995 0.11816500000000002 0.096575000000000022 0.09697500000000002 0.090585000000000013 0.098705000000000029 0.093175000000000022 0.083550000000000027 0.094640000000000016 0.089435000000000028 0.08938500000000002 -0.012839999999999999 0.0051800000000000014 0.095415000000000014
decision_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 -2 5 7 -6 8 10 -10 -5 12 13 14 16 -16 -1 -8 -19 -20
right_child=3 2 -4 4 6 -7 17 -9 9 -11 -12 -13 -14 -15 15 -17 -18 18 19 -21
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leaf_weight=1774 50 48 84 162 65 54 89 58 56 52 155 46 74 64 318 54 192 58 51 257
leaf_count=1774 50 48 84 162 65 54 89 58 56 52 155 46 74 64 318 54 192 58 51 257
internal_value=0 -5.35761e-05 -0.000700995 0.000125594 8.17971e-05 0.000270608 -0.000111612 0.000140076 0.000249414 0.000885394 3.01566e-05 -1.93659e-05 -3.62734e-05 -5.85253e-06 1.43031e-05 -0.000283204 7.10129e-05 2.62849e-05 -0.000108148 3.80401e-05
internal_weight=0 2654 132 1107 1057 537 520 483 425 108 317 2522 2476 2402 2338 372 1966 455 366 308
internal_count=3761 2654 132 1107 1057 537 520 483 425 108 317 2522 2476 2402 2338 372 1966 455 366 308
is_linear=0
shrinkage=0.0995203


Tree=5820
num_leaves=19
num_cat=0
split_feature=3 3 9 9 17 6 4 8 17 6 4 4 20 10 29 29 17 29
split_gain=0.00524449 0.0166913 0.0118345 0.0145572 0.00400394 0.00561991 0.00495652 0.00354992 0.00345317 0.00339517 0.00438502 0.00572089 0.00769788 0.00329751 0.00282717 0.00400528 0.0042023 0.00354047
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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 8 7 -6 -1 10 11 12 -3 14 17 -16 -17 -11
right_child=1 9 3 -5 6 -7 -8 -9 -10 13 -12 -13 -14 -15 15 16 -18 -19
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leaf_weight=50 52 75 46 46 51 49 59 46 49 52 61 62 83 48 57 1460 1326 61
leaf_count=50 52 75 46 46 51 49 59 46 49 52 61 62 83 48 57 1460 1326 61
internal_value=0 3.53596e-05 -0.000347669 -0.00133696 -4.55857e-05 0.000322171 -0.000399731 -0.000839532 -0.000101677 7.10585e-06 0.000338101 0.000546698 0.000222578 -2.35836e-05 -1.00164e-05 9.10468e-06 -7.50027e-06 -0.000498333
internal_weight=0 3337 396 92 304 148 156 97 99 3285 281 220 158 3004 2956 2843 2786 113
internal_count=3733 3337 396 92 304 148 156 97 99 3285 281 220 158 3004 2956 2843 2786 113
is_linear=0
shrinkage=0.0995203


Tree=5821
num_leaves=18
num_cat=0
split_feature=3 3 3 1 3 3 1 29 3 6 20 11 3 3 36 27 4
split_gain=0.00427765 0.0139711 0.0128955 0.00328687 0.00536534 0.0218648 0.0144107 0.00505463 0.0038672 0.00308933 0.00290941 0.0031367 0.00457106 0.00244081 0.00193533 0.00166502 0.000320817
threshold=0.083255000000000023 0.081225000000000019 0.083955000000000016 -0.082489999999999994 0.084895000000000012 0.085505000000000012 -0.084204999999999988 0.097185000000000021 0.086850000000000024 0.086965000000000028 -0.23803499999999997 -0.11166 0.14426500000000003 -0.15154999999999999 0.090760000000000021 0.079300000000000023 0.10290000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -2 4 9 -6 8 10 -7 -4 -5 -12 -13 -1 15 16 -15
right_child=2 -3 3 7 5 6 -8 -9 -10 -11 11 12 -14 14 -16 -17 -18
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leaf_weight=61 78 62 56 76 57 66 54 78 554 66 47 2190 81 47 66 48 46
leaf_count=61 78 62 56 76 57 66 54 78 554 66 47 2190 81 47 66 48 46
internal_value=0 -0.000346843 2.84024e-05 -1.02384e-06 0.000167169 0.000269832 0.000110268 -5.93926e-05 -2.42386e-05 -0.000441253 -8.5386e-05 -6.51303e-05 -8.21093e-05 -3.22687e-05 0.000127529 0.000338522 8.2964e-05
internal_weight=0 330 3403 3325 853 731 674 2472 620 122 2394 2318 2271 268 207 141 93
internal_count=3733 330 3403 3325 853 731 674 2472 620 122 2394 2318 2271 268 207 141 93
is_linear=0
shrinkage=0.0995203


Tree=5822
num_leaves=21
num_cat=0
split_feature=0 0 8 0 17 0 29 6 20 20 0 20 0 17 0 8 17 20 17 20
split_gain=0.00477818 0.0601693 0.0724779 0.0210186 0.0226174 0.0139613 0.00455212 0.00592064 0.00363695 0.00863757 0.00870543 0.00795717 0.00473593 0.00335953 0.0029182 0.00557298 0.00471678 0.00269143 0.00395336 0.00360082
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decision_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 -2 -4 7 8 9 10 -1 -10 -13 -5 16 -16 -15 19 -19 -18
right_child=3 2 5 13 -6 -7 -8 -9 11 -11 -12 12 -14 14 15 -17 17 18 -20 -21
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leaf_weight=688 63 51 50 71 46 47 48 67 59 50 49 866 74 47 46 64 193 61 1047 46
leaf_count=688 63 51 50 71 46 47 48 67 59 50 49 866 74 47 46 64 193 61 1047 46
internal_value=0 9.77715e-05 0.00203072 -0.000128484 -0.00146517 0.00362946 -5.2285e-05 -7.74782e-05 -4.25441e-05 -0.000202852 -0.00011577 8.29253e-05 1.16783e-05 -3.54566e-05 -3.32919e-06 0.000489568 -4.28108e-05 -8.00263e-06 5.67083e-05 -0.000311427
internal_weight=0 2049 148 1684 109 97 1901 1853 1786 787 737 999 940 1575 1504 110 1394 1347 1108 239
internal_count=3733 2049 148 1684 109 97 1901 1853 1786 787 737 999 940 1575 1504 110 1394 1347 1108 239
is_linear=0
shrinkage=0.0995203


Tree=5823
num_leaves=19
num_cat=0
split_feature=3 3 5 17 17 4 1 3 0 29 17 4 5 7 0 8 5 1
split_gain=0.00398031 0.0134084 0.0107908 0.0377292 0.00741414 0.00744365 0.00276825 0.0170823 0.00495456 0.0051733 0.00485638 0.00533571 0.0080451 0.00431551 0.00374446 0.00283483 0.00226259 0.000762919
threshold=0.083875000000000019 0.084145000000000011 -0.011514999999999999 -0.084209999999999993 0.11012500000000003 0.077765000000000015 -0.093734999999999999 0.085505000000000012 -0.030209999999999997 0.097185000000000021 -0.56005499999999986 0.10323000000000003 0.26676500000000009 -0.074779999999999999 0.024745000000000007 0.053925000000000008 -0.45822499999999994 -0.12118
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 17 5 -1 7 -3 9 13 -9 12 -12 -8 -13 -15 -7 -4
right_child=1 6 3 -5 -6 16 8 10 -10 -11 11 14 -14 15 -16 -17 -18 -19
leaf_value=0.0012638683305070126 0.0016170583477772612 0.0019880662129317453 0.00044485537300862233 -0.0033038549650521274 -0.0010203205721572078 0.00045250862642538618 0.00091027238048628739 -0.000751377124971476 -0.00095840253136173891 0.00085765620566687214 0.00027149990450542333 0.00016081310998033343 -0.00095627149655521401 -7.8055710886197277e-05 0.0014325777905699123 0.00034857876467883566 -0.00035027053358717777 -0.00011837202050857507
leaf_weight=61 52 49 46 47 49 56 47 67 56 66 198 47 72 2471 48 164 91 46
leaf_count=61 52 49 46 47 49 56 47 67 56 66 198 47 72 2471 48 164 91 46
internal_value=0 3.14211e-05 -0.000302265 -0.00100909 7.68386e-05 0.00033924 6.07202e-06 0.000226859 -3.15099e-05 -1.23234e-05 2.5197e-05 0.000169989 -5.2874e-05 -3.40375e-05 0.000812006 -5.11917e-05 -3.8881e-05 0.000154344
internal_weight=0 3337 396 139 257 208 3285 481 2804 2748 432 365 270 2682 95 2635 147 92
internal_count=3733 3337 396 139 257 208 3285 481 2804 2748 432 365 270 2682 95 2635 147 92
is_linear=0
shrinkage=0.0995203


Tree=5824
num_leaves=25
num_cat=0
split_feature=17 17 3 19 3 3 0 9 17 23 5 5 9 3 5 21 9 9 9 26 26 26 6 3
split_gain=0.00662674 0.0281675 0.0279838 0.00597111 0.00331383 0.0219875 0.013968 0.00565109 0.0123766 0.0113374 0.0047653 0.0102175 0.00397094 0.00866192 0.00386255 0.00305828 0.00300275 0.00982028 0.00362101 0.00273541 0.004563 0.00917319 0.00576215 0.00451335
threshold=0.053575000000000012 0.067035000000000025 0.093615000000000018 0.11028000000000003 0.084550000000000028 0.083955000000000016 -0.086855000000000002 0.11408000000000003 -1.0000000180025095e-35 -0.066414999999999988 -0.0091849999999999987 0.062500000000000014 0.08401500000000002 0.081685000000000021 0.15100500000000003 -0.080634999999999998 0.084595000000000017 0.083955000000000016 0.085665000000000033 0.097315000000000026 0.09271500000000002 0.090385000000000021 0.089810000000000015 0.10174000000000002
decision_type=2 2 2 2 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 10 -7 9 14 -6 12 -12 13 -1 -9 -3 17 -11 -18 20 21 22 -17 -21
right_child=1 15 -4 -5 7 6 -8 8 -10 16 11 -13 -14 -15 -16 19 18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.00011920297376287308 0.0036497519821907273 0.00069241963279338789 0.00035778185478695752 -0.00086103479622479692 0.0016244672676121623 -0.00029355663682726588 -0.0026123274992930459 0.00079925939460512719 -0.0016777870936236113 6.6843635213601632e-05 0.0016208287677929249 -0.00023106285064002983 0.00043576683935593076 -0.0015420383586838219 -0.00047908031418555165 4.1722935369086349e-05 -0.00044451935716783946 0.0011521962175158101 2.2064914731858284e-05 0.00087086317650620347 -0.00081752995958689605 0.0012520837318386684 -0.00088056619222603234 -0.00021210439245435269
leaf_weight=86 46 71 59 84 46 50 55 47 59 648 56 61 74 48 46 343 190 95 1222 84 75 53 83 68
leaf_count=86 46 71 59 84 46 50 55 47 59 648 56 61 74 48 46 343 190 95 1222 84 75 53 83 68
internal_value=0 0.000277547 0.00180778 -3.42416e-05 -8.99217e-06 -0.000263265 -0.00151595 3.71272e-05 -0.000549092 7.79831e-05 0.000138929 0.000648316 -0.000143666 -0.00046976 0.00015816 6.97052e-05 4.45924e-05 0.000206719 -4.01393e-05 5.92133e-06 -9.55085e-05 1.58339e-05 -0.00013605 0.000380992
internal_weight=0 882 105 2867 2783 430 105 2353 152 2201 325 117 208 134 93 777 2155 743 1412 706 554 479 426 152
internal_count=3749 882 105 2867 2783 430 105 2353 152 2201 325 117 208 134 93 777 2155 743 1412 706 554 479 426 152
is_linear=0
shrinkage=0.0995203


Tree=5825
num_leaves=27
num_cat=0
split_feature=17 17 2 2 2 27 19 9 8 1 3 8 9 9 5 0 0 8 3 0 3 3 17 3 6 6
split_gain=0.00537995 0.024384 0.00522321 0.00916562 0.00704002 0.00934896 0.00577107 0.0053794 0.0103608 0.00951997 0.00502421 0.0111591 0.00418861 0.00723507 0.00364016 0.0139935 0.00932378 0.0125234 0.00895371 0.010895 0.00632217 0.0086536 0.00351208 0.00284587 0.00539327 0.00244405
threshold=0.053575000000000012 0.060860000000000011 -0.087444999999999995 -0.086934999999999998 -0.089054999999999995 0.085370000000000015 0.11028000000000003 0.11351500000000002 0.025720000000000003 0.50996500000000011 0.084855000000000028 -0.085289999999999991 0.08758500000000001 0.083760000000000015 -0.025879999999999997 -0.082494999999999999 -0.077314999999999981 -0.073999999999999996 0.089655000000000026 -0.087965000000000002 0.092300000000000021 0.094285000000000022 -0.55286000000000002 0.11089500000000001 -0.0079349999999999993 -0.063485
decision_type=2 2 2 2 2 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 7 9 25 22 11 -3 13 -1 18 -16 -17 -18 19 -12 -20 -22 -5 24 -14 -9
right_child=1 10 3 6 -6 -7 -8 8 -10 -11 14 -13 23 -15 15 16 17 -19 20 -21 21 -23 -24 -25 -26 -27
leaf_value=-0.00023971605489225191 0.0023415328402338871 0.0018303406456470894 0.0013335388994718401 0.000901944343292496 -0.0011219808037227818 -0.0012418952273855516 -0.00086093818593797216 -0.00048915490780514388 -0.0017204860543029435 0.0012421447879814769 2.6407931557427354e-05 -0.00028155397699841292 -0.0006152464561027509 0.0010603788346386959 0.0017590329647823027 -0.0010274908062494084 0.0017027090065358716 -0.00049310880311315575 0.0010351661679231742 -0.0020900472417415676 -0.0011157646742417206 0.00015298769710520691 2.0643256038675645e-05 -0.00082815610898352948 0.00032300165424267453 0.0004474794020001359
leaf_weight=84 52 50 53 46 86 68 73 51 49 68 49 48 103 84 54 64 47 56 59 46 65 292 1835 60 147 60
leaf_count=84 52 50 53 46 86 68 73 51 49 68 49 48 103 84 54 64 47 56 59 46 65 292 1835 60 147 60
internal_value=0 0.00025011 -3.08055e-05 4.03049e-05 -0.000283575 -0.000150019 8.51751e-06 3.90006e-05 -0.000515013 8.49015e-05 0.000118094 0.00078759 3.59811e-06 0.000405459 2.73442e-05 0.000365715 -7.99172e-05 0.000500919 -0.000117394 -0.000989785 7.98618e-05 -7.57247e-05 4.26308e-05 -0.000211544 -6.02821e-05 9.75887e-06
internal_weight=0 882 2867 2235 632 546 2182 2109 160 1949 830 98 478 168 732 221 167 103 511 95 416 357 1881 310 250 111
internal_count=3749 882 2867 2235 632 546 2182 2109 160 1949 830 98 478 168 732 221 167 103 511 95 416 357 1881 310 250 111
is_linear=0
shrinkage=0.0995203


Tree=5826
num_leaves=21
num_cat=0
split_feature=3 3 18 17 3 9 17 36 0 8 6 3 18 1 2 2 6 18 6 9
split_gain=0.00467355 0.0160852 0.0193172 0.0137797 0.00364815 0.0305449 0.00312453 0.00365137 0.00356173 0.00425674 0.00245539 0.0065718 0.00944745 0.0093423 0.00338284 0.00849225 0.00317013 0.00940257 0.00703373 0.00295606
threshold=0.083595000000000017 0.084235000000000018 -0.011039999999999999 0.033280000000000011 0.084855000000000028 0.084795000000000023 -0.0064000000000000003 0.07989000000000003 -0.092939999999999995 -0.089304999999999995 0.12080000000000003 0.10871500000000002 -0.064454999999999998 -0.052259999999999994 -0.082275000000000001 -0.082594999999999988 0.08846500000000003 -0.082304999999999989 0.084985000000000019 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 -2 6 5 -3 8 -8 -1 -10 14 12 -12 -13 15 19 18 -18 -16 -6
right_child=1 4 -4 -5 10 -7 7 -9 9 -11 11 13 -14 -15 16 -17 17 -19 -20 -21
leaf_value=-0.00039107444402300114 -0.0024558187739422482 -0.00071142469853704049 0.00025513556990982271 0.0016734639273115314 -0.00048569997628939251 0.0023224645772264457 -0.00099635438846587413 0.00017682935625924643 0.0013339976668294115 0.00015608504289202167 -0.00073853059668686479 0.00013256363300481085 0.0012629865308932758 -0.0017820778499333704 8.7866178002720408e-05 -0.0013201714546278796 -0.0010123337096013972 0.00047860045718932327 -0.0010134958362454155 2.2375293863010225e-05
leaf_weight=49 57 79 47 66 129 56 48 56 49 85 46 46 47 54 1313 54 46 440 60 922
leaf_count=49 57 79 47 66 129 56 48 56 49 85 46 46 47 54 1313 54 46 440 60 922
internal_value=0 -4.01076e-06 -0.0012228 0.000376247 3.42444e-05 0.000541014 7.50798e-05 -0.000356769 0.000324975 0.000592924 1.23146e-05 -0.000331232 0.000264187 -0.000893157 3.49607e-05 -0.000102547 0.000117136 0.000335799 3.91405e-05 -3.92071e-05
internal_weight=0 3396 104 353 3292 135 287 104 183 134 3157 193 93 100 2964 1105 1859 486 1373 1051
internal_count=3749 3396 104 353 3292 135 287 104 183 134 3157 193 93 100 2964 1105 1859 486 1373 1051
is_linear=0
shrinkage=0.0995203


Tree=5827
num_leaves=35
num_cat=0
split_feature=0 26 2 18 18 17 26 20 18 0 3 3 2 1 0 5 5 9 9 3 9 2 5 2 2 3 3 3 17 18 1 3 0 5
split_gain=0.00394028 0.00846965 0.0121758 0.00677129 0.0221508 0.00724529 0.00624483 0.00443729 0.00615394 0.00390774 0.00954961 0.0122785 0.0140039 0.0110053 0.00643191 0.00818054 0.0140727 0.00531143 0.0197657 0.00486603 0.0109252 0.00441565 0.0089736 0.00717862 0.00396632 0.00358036 0.00786589 0.00580093 0.00744851 0.00668753 0.00469511 0.00436818 0.00255985 0.00191869
threshold=-0.068604999999999985 -0.100565 -0.065999999999999989 -0.096219999999999986 -0.10303999999999999 -0.083000000000000004 0.12753500000000004 -0.076909999999999992 -0.14624999999999996 -0.077314999999999981 0.09742000000000002 0.091715000000000033 -0.077849999999999989 -0.023499999999999997 -0.084084999999999993 0.060575000000000011 0.11083500000000003 0.085525000000000032 0.08597500000000001 0.096775000000000014 0.09310000000000003 -0.087075 -0.018754999999999997 -0.086414999999999992 -0.086050000000000001 0.098225000000000021 0.092395000000000019 0.11926500000000002 -0.016209999999999999 -0.060544999999999995 -0.50763499999999995 0.13547000000000003 0.019150000000000004 -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 2 2 2 2 2 2
left_child=3 2 -2 4 5 7 25 -1 -9 14 11 -11 -13 -12 17 19 -17 21 -19 20 -16 22 -5 -23 -20 26 30 28 29 -27 -3 -29 -32 -33
right_child=1 6 -4 9 -6 -7 -8 8 -10 10 13 12 -14 -15 15 16 -18 18 24 -21 -22 23 -24 -25 -26 27 -28 31 -30 -31 32 33 -34 -35
leaf_value=0.0011118315788706816 -0.0021819447524759365 0.00076527867070888826 7.9198320220896196e-05 -0.00055103998338170595 0.0023802770499918489 -0.0007550456778534461 -0.00095984247490866603 -0.00056408343279781381 0.0009391635803321966 0.00096900517668096022 0.0019269354301228872 -0.0020800816796728069 0.00014552246193495687 0.00012749592896938998 -0.00018651923315364424 -0.0023651854992022318 -4.2414062345024052e-05 0.0021715139813324011 -0.00030599745072051019 -0.00098925338629028128 0.0013167149971973675 -0.0013481278955342758 0.0010017198123419288 -7.8000208054779201e-05 0.00028838479143883508 -0.00062006221955861131 0.0014770460021004659 0.00080844565497560921 -0.0012962730422330696 0.00057047499910343612 0.00011187262536008997 -0.00044344160770776929 -0.00077387288070408073 0.00035987224092809585
leaf_weight=66 47 63 46 58 53 66 68 63 47 66 65 46 70 72 422 47 59 52 144 57 54 47 99 750 475 108 49 87 72 82 70 72 58 49
leaf_count=66 47 63 46 58 53 66 68 63 47 66 65 46 70 72 422 47 59 52 144 57 54 47 99 750 475 108 49 87 72 82 70 72 58 49
internal_value=0 -0.000156699 -0.00105473 8.47459e-05 0.000536631 0.000129474 -4.82988e-05 0.00046582 7.07711e-05 3.282e-05 0.000359012 -0.000109372 -0.000729988 0.00098722 -1.27793e-05 -0.000280594 -0.00108005 9.20298e-05 0.000306763 -0.000120067 -1.42643e-05 -5.81456e-05 0.000422875 -0.000153928 0.000148789 3.7851e-05 0.000351471 -0.000120553 -0.00043328 -0.000101943 5.84242e-05 0.000269427 -0.000283085 -0.000111367
internal_weight=0 871 93 2878 295 242 778 176 110 2583 319 182 116 137 2264 639 106 1625 671 533 476 954 157 797 619 710 240 470 262 190 191 208 128 121
internal_count=3749 871 93 2878 295 242 778 176 110 2583 319 182 116 137 2264 639 106 1625 671 533 476 954 157 797 619 710 240 470 262 190 191 208 128 121
is_linear=0
shrinkage=0.0995203


Tree=5828
num_leaves=12
num_cat=0
split_feature=6 17 17 17 6 2 8 25 8 8 1
split_gain=0.0291355 0.00376914 0.0106522 0.00305324 0.0156175 0.00612033 0.00795668 0.00328376 0.00303503 0.00291367 0.00339248
threshold=0.18123500000000006 -0.56005499999999986 -0.57205499999999987 0.42451000000000011 0.11690000000000002 -0.068279999999999993 -0.078704999999999997 0.085465000000000027 -0.49499500000000002 -0.41646 -0.49056499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -5 8 -3 -10 -11
right_child=-2 3 -4 4 -6 -7 -8 -9 9 10 -12
leaf_value=0.00025794581701704813 0.0017141909906374377 -0.00063767688904397429 -0.0017490792601005897 -0.00024551200815106021 -0.0019578669420539964 -0.00090890212792534594 0.001368545356870268 0.00066409132814734774 0.00065976399265377228 0.00044343508554824833 -7.902111974758224e-05
leaf_weight=55 91 88 49 75 51 50 50 63 57 128 2993
leaf_count=55 91 88 49 75 51 50 50 63 57 128 2993
internal_value=0 -8.83362e-05 -0.000679801 -7.08029e-05 -0.000425226 1.67515e-05 0.000393562 -4.64958e-05 -6.04534e-05 -4.42123e-05 -5.73316e-05
internal_weight=0 3659 104 3555 226 175 125 3329 3266 3178 3121
internal_count=3750 3659 104 3555 226 175 125 3329 3266 3178 3121
is_linear=0
shrinkage=0.0995203


Tree=5829
num_leaves=12
num_cat=0
split_feature=6 25 17 6 5 3 17 6 6 6 6
split_gain=0.0241787 0.00247053 0.00305365 0.0149895 0.00446616 0.00312523 0.00299829 0.00283714 0.0092776 0.00408408 0.00344359
threshold=0.21988000000000005 0.096120000000000025 0.41580500000000009 0.11816500000000002 0.0053250000000000016 0.10089500000000003 0.4039100000000001 0.11816500000000002 0.11056500000000001 0.10449000000000003 0.15086500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 7 8 9 -1 -9
right_child=-2 -3 3 -5 -6 -7 -8 10 -10 -11 -12
leaf_value=-8.5964539832732598e-05 0.0017786569192191465 0.00054584987568390164 9.8728697461711118e-06 -0.0020452466987530542 0.00067528754787092105 -0.00096680314146344417 0.00059622595263953196 0.00097746337939755941 -0.0014658699246174499 0.00077794174881612498 -0.00016378667489189695
leaf_weight=3105 71 62 82 46 59 52 67 55 48 55 48
leaf_count=3105 71 62 82 46 59 52 67 55 48 55 48
internal_value=0 -7.52576e-05 -8.61305e-05 -0.000430481 -4.1373e-05 -0.000363027 -6.15247e-05 -7.50819e-05 -9.18002e-05 -7.06691e-05 0.000437671
internal_weight=0 3679 3617 239 193 134 3378 3311 3208 3160 103
internal_count=3750 3679 3617 239 193 134 3378 3311 3208 3160 103
is_linear=0
shrinkage=0.0995203


Tree=5830
num_leaves=19
num_cat=0
split_feature=20 9 9 6 8 5 1 1 26 9 1 9 3 5 25 23 30 6
split_gain=0.0209722 0.00240837 0.00983341 0.00635361 0.0249076 0.00419082 0.00372089 0.00866487 0.00564958 0.00341546 0.00789023 0.0177979 0.012686 0.00932745 0.00293899 0.00267987 0.00237393 0.0034271
threshold=-0.24350999999999998 0.09202500000000001 0.092605000000000021 0.11816500000000002 -0.07106999999999998 0.62404000000000015 -0.076329999999999995 -0.071399999999999991 0.11746500000000003 0.08938500000000002 -0.083284999999999984 0.09143500000000003 0.092300000000000021 -0.043449999999999996 0.096120000000000025 -0.063684999999999992 0.10691500000000002 -0.25061999999999995
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 5 -5 6 8 -8 -4 14 -11 12 13 -12 15 -2 17 -17
right_child=1 2 3 4 -6 -7 7 -9 -10 10 11 -13 -14 -15 -16 16 -18 -19
leaf_value=0.0015679947197625871 -0.00082247250866644792 -0.0013369069333189763 4.6301060161216316e-05 -0.0025926619798425682 0.00046580743126542349 -0.00076999512768329643 -0.001300297998397015 2.6003636045997228e-05 0.0012291459757013963 -0.00067256638560291601 -2.3605277081685685e-05 0.0021900238508475297 -0.00087214429652547056 0.001797066742352344 0.0006852332051582548 -0.00062736778804718945 0.0005950018831173921 -4.8320616988166739e-05
leaf_weight=79 47 70 129 46 61 70 53 602 59 65 61 52 77 50 51 107 53 2018
leaf_count=79 47 70 129 46 61 70 53 602 59 65 61 52 77 50 51 107 53 2018
internal_value=0 -7.06374e-05 -0.000194754 -0.000115569 -0.000841398 -2.96074e-05 3.09009e-05 -8.00657e-05 0.000421868 -1.79037e-05 0.000294379 0.000559671 0.000104367 0.000789143 -6.01114e-05 -7.75637e-05 -6.11131e-05 -7.78626e-05
internal_weight=0 3671 1090 1020 107 913 843 655 188 2581 305 240 188 111 2276 2225 2178 2125
internal_count=3750 3671 1090 1020 107 913 843 655 188 2581 305 240 188 111 2276 2225 2178 2125
is_linear=0
shrinkage=0.0995203


Tree=5831
num_leaves=15
num_cat=0
split_feature=21 21 2 1 1 9 2 2 3 9 1 8 29 19
split_gain=0.0114969 0.00528434 0.00257321 0.00229521 0.00399582 0.00322525 0.00778207 0.0221758 0.00422541 0.00300031 0.00562693 0.00397478 0.00238059 0.00265425
threshold=-0.10223999999999998 0.22138000000000005 -0.24206999999999998 -0.082489999999999994 -0.081744999999999998 0.087215000000000015 -0.082704999999999987 -0.085944999999999994 0.090205000000000021 0.083795000000000022 -0.10771499999999999 -0.084674999999999986 0.097185000000000021 -0.099114999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 9 7 -7 -8 10 -4 -11 13 -6
right_child=1 -3 3 4 12 6 8 -9 -10 11 -12 -13 -14 -15
leaf_value=0.001139967319171652 -0.00078250997748133581 0.0010003325752164375 -5.0328912465818388e-05 -0.00091546668775404174 -0.0008143729856728998 0.00010470295560704621 -0.001042082553555163 0.002417330092819418 0.00013562251065982005 0.00011189072371836079 0.0010192760265444539 -0.00061552350455553958 0.00046219568898903541 -9.3271408584544543e-05
leaf_weight=81 50 46 273 60 52 175 49 54 76 130 59 169 74 2402
leaf_count=81 50 46 273 60 52 175 49 54 76 130 59 169 74 2402
internal_value=0 -5.84297e-05 -7.20984e-05 -6.19279e-05 -0.000111256 6.68453e-05 0.000307692 0.000653614 -0.000319489 -6.69755e-05 0.000137286 -0.000296519 -9.18445e-05 -0.000108885
internal_weight=0 3669 3623 3573 2588 985 354 229 125 631 332 299 2528 2454
internal_count=3750 3669 3623 3573 2588 985 354 229 125 631 332 299 2528 2454
is_linear=0
shrinkage=0.0995203


Tree=5832
num_leaves=19
num_cat=0
split_feature=6 9 4 6 26 5 17 6 2 26 3 6 6 2 0 0 3 6
split_gain=0.00620158 0.00425486 0.00992242 0.00429019 0.00427571 0.00568889 0.00428071 0.00359314 0.00420593 0.00712651 0.0153694 0.00611462 0.00379945 0.00299705 0.00285151 0.00267686 0.00409248 0.0025088
threshold=-0.53620499999999993 0.11222500000000002 0.12498500000000003 0.17176000000000005 0.15222000000000005 -0.067559999999999995 -0.026504999999999997 -0.083069999999999991 -0.084314999999999987 0.087625000000000022 0.084550000000000028 0.085120000000000015 -0.078305 -0.083534999999999984 -0.23177499999999998 -0.065519999999999981 0.11926500000000002 -0.42102499999999998
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 7 5 -3 -7 14 9 11 -11 -9 -10 -14 -2 16 -16 -17
right_child=1 2 -4 -5 -6 6 -8 8 12 10 -12 -13 13 -15 15 17 -18 -19
leaf_value=-0.0010305707489641886 -0.00087334537377044773 -0.0010780704585612955 0.0017062352826830143 -0.00071163101163601724 0.00081231635112880669 -0.00035496794772135889 0.00093055428492940277 0.00029156872076059723 0.00081912795602838624 0.0022840185391320043 0.00031191782848885937 -0.00036110087872777988 -0.00065470220803870601 -1.8994602189274304e-05 -0.00012584758642092018 -1.5002841498085929e-05 0.00055016564246786019 -0.00096422548513376821
leaf_weight=56 51 47 48 83 62 54 48 425 51 49 202 213 78 1328 718 51 101 65
leaf_count=56 51 47 48 83 62 54 48 425 51 49 202 213 78 1328 718 51 101 65
internal_value=0 2.45533e-05 0.000413483 -4.70407e-06 0.000115517 -0.000168933 0.000241958 1.26598e-05 7.98852e-05 0.000250557 0.000700171 7.23881e-05 -2.36898e-05 -5.48437e-05 -0.00014646 -0.000105936 -4.14813e-05 -0.000553952
internal_weight=0 3674 259 3415 211 149 102 3332 2346 889 251 638 1457 1406 986 935 819 116
internal_count=3730 3674 259 3415 211 149 102 3332 2346 889 251 638 1457 1406 986 935 819 116
is_linear=0
shrinkage=0.0995203


Tree=5833
num_leaves=19
num_cat=0
split_feature=1 9 21 1 18 18 0 18 0 18 18 0 3 3 3 3 17 3
split_gain=0.00499125 0.00347007 0.00472343 0.00299072 0.00374001 0.0138469 0.00604076 0.00515987 0.00286781 0.0041282 0.00308312 0.00311678 0.0027778 0.00250146 0.00839661 0.00805559 0.0050361 0.00320942
threshold=0.62916000000000016 0.11222500000000002 0.15159000000000003 -0.0084199999999999987 -0.087724999999999984 -0.085454999999999989 0.12433000000000002 -0.089234999999999995 -0.044789999999999996 0.10307000000000002 -0.063154999999999989 -0.094139999999999988 0.10871500000000002 0.087745000000000031 0.089305000000000009 0.086535000000000015 -0.0038549999999999999 0.090360000000000024
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 -7 12 9 10 -3 -12 -1 15 -15 16 -5 -16
right_child=-2 8 -4 13 5 6 -8 -9 -10 -11 11 -13 -14 14 17 -17 -18 -19
leaf_value=-0.00013057128419262137 -0.00098990038614566551 -0.00016250778202495477 -0.00086618893674169815 0.00057261830527736784 0.0017925840489850973 5.8826281249952739e-05 0.00093352094032084557 -0.00099214554711261286 0.0010289894928922152 -0.00061272437640618263 0.00020817504208713698 0.0013089844243906344 0.00050384159663350203 0.0010271946320648752 -0.00086460862557929106 -0.0013187432075555563 -0.00046006485848018732 -7.0673898656859789e-05
leaf_weight=433 49 53 62 76 50 1424 83 62 53 47 54 52 81 68 54 68 121 840
leaf_count=433 49 53 62 76 50 1424 83 62 53 47 54 52 81 68 54 68 121 840
internal_value=0 2.10605e-05 -5.28696e-06 1.03551e-05 8.17907e-05 0.000162182 0.000107544 -0.000134096 0.000372333 0.000199413 0.000444628 0.000755918 -2.9003e-05 -0.00011316 -3.76359e-05 -0.000384239 -5.75138e-05 -0.000119545
internal_weight=0 3681 3422 3360 2133 1557 1507 576 259 206 159 106 514 1227 962 265 197 894
internal_count=3730 3681 3422 3360 2133 1557 1507 576 259 206 159 106 514 1227 962 265 197 894
is_linear=0
shrinkage=0.0995203


Tree=5834
num_leaves=9
num_cat=0
split_feature=6 6 29 29 21 4 21 18
split_gain=0.00425397 0.0030713 0.00282097 0.00358043 0.00242561 0.00218306 0.00213263 0.00167763
threshold=-0.53620499999999993 0.23663500000000004 -0.085039999999999991 -0.081409999999999996 0.14680000000000004 0.10876500000000001 -0.096850000000000006 -0.099739999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 6 -2 -5 -8
right_child=1 -3 3 4 -6 -7 7 -9
leaf_value=-0.00085375625189491855 9.043545783574246e-05 -0.00073137086415420399 -0.00068380158028959778 -0.00052870153456350698 -0.0004880886288603057 0.00097950088413254009 -0.00012644469041762387 8.2807501577038985e-05
leaf_weight=56 60 53 71 63 87 54 435 2851
leaf_count=56 60 53 71 63 87 54 435 2851
internal_value=0 2.01033e-05 3.13286e-05 1.52507e-05 2.99339e-05 0.000518753 4.36355e-05 5.48576e-05
internal_weight=0 3674 3621 3507 3436 114 3349 3286
internal_count=3730 3674 3621 3507 3436 114 3349 3286
is_linear=0
shrinkage=0.0995203


Tree=5835
num_leaves=16
num_cat=0
split_feature=6 39 6 2 2 3 26 3 2 3 18 2 3 6 1
split_gain=0.0034489 0.00261495 0.0024156 0.00234542 0.00438149 0.00623982 0.0140086 0.00756252 0.00293026 0.00294498 0.00575782 0.00448449 0.00284867 0.00478698 0.00397273
threshold=-0.53620499999999993 0.084705000000000016 0.23663500000000004 -0.084154999999999994 -0.088385000000000005 0.084550000000000028 0.087170000000000011 0.087570000000000023 -0.083534999999999984 0.085845000000000019 -0.097059999999999994 -0.082830000000000001 0.092200000000000018 0.093835000000000016 -0.011964999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 12 6 -6 -7 -5 10 -10 -11 13 -2 -14
right_child=1 -3 -4 8 5 7 -8 -9 9 11 -12 -13 14 -15 -16
leaf_value=-0.00076879034068146502 -5.4598923916750006e-05 0.00073301440025528187 -0.00065858435891844958 -0.00062190342164303791 2.3182969787380096e-05 -0.00027430494954125244 0.0022596000356775842 0.00064237400784378392 -0.0012956694398440565 0.00072971297026076462 -0.00011147675177885601 -4.1473665708973128e-06 0.00044117170184002389 -0.0010406008356640183 -0.00030557786222808024
leaf_weight=56 294 50 53 82 64 186 50 170 49 86 252 1964 210 59 105
leaf_count=56 294 50 53 82 64 186 50 170 49 86 252 1964 210 59 105
internal_value=0 1.80361e-05 7.94569e-06 1.80674e-05 0.000136152 0.000369075 0.00101125 0.000161136 -3.68284e-05 -1.60735e-05 -0.000306972 2.62397e-05 -2.65057e-05 -0.000221717 0.000189656
internal_weight=0 3674 3624 3571 1138 470 114 356 2433 2351 301 2050 668 353 315
internal_count=3730 3674 3624 3571 1138 470 114 356 2433 2351 301 2050 668 353 315
is_linear=0
shrinkage=0.0995203


Tree=5836
num_leaves=15
num_cat=0
split_feature=5 18 27 17 5 3 3 3 0 0 0 0 9 9
split_gain=0.00768218 0.00448879 0.00505318 0.00315557 0.0117247 0.00494994 0.016852 0.008367 0.0042356 0.0103412 0.0184429 0.0121097 0.0102271 0.0111911
threshold=0.6362850000000001 0.26473000000000008 0.11726500000000002 -0.014289999999999999 -0.13955999999999999 0.088115000000000013 0.087745000000000031 0.088685000000000028 -0.080614999999999992 -0.083995 -0.082794999999999994 -0.085684999999999997 0.11296000000000002 0.097365000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7 9 11 -11 -5 13 -10
right_child=-2 -3 -4 8 5 7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.0016909172948364106 -0.0012104815843666725 0.00085364492052994467 0.0010685720021671537 -0.00014177852319149811 0.00016685855661551009 -0.0011717855380619902 0.0021413345231292543 3.7752311941575618e-05 0.00010030642289001927 -0.002181770727685081 -0.00015942269375760455 0.00091355428782615832 -0.00084719259985290398 0.001248034964925942
leaf_weight=47 47 71 48 976 499 60 47 1002 418 65 146 121 84 106
leaf_count=47 47 71 48 976 499 60 47 1002 418 65 146 121 84 106
internal_value=0 6.92098e-05 5.3594e-05 3.97218e-05 0.000140505 9.46794e-05 0.000338322 -2.98124e-05 -4.69055e-05 -0.000148123 -0.000786301 -2.46282e-05 0.000169499 0.000334043
internal_weight=0 3690 3619 3571 1655 1608 546 1062 1916 1308 211 1097 608 524
internal_count=3737 3690 3619 3571 1655 1608 546 1062 1916 1308 211 1097 608 524
is_linear=0
shrinkage=0.0995203


Tree=5837
num_leaves=18
num_cat=0
split_feature=4 5 1 1 1 4 0 0 5 4 6 6 9 9 6 9 7
split_gain=0.00628473 0.00606187 0.00464839 0.0148251 0.00532528 0.00345044 0.00726668 0.0218621 0.00570169 0.00405791 0.00336561 0.0271298 0.00470844 0.00424722 0.00574562 0.0025351 0.00245905
threshold=0.15615500000000004 0.6362850000000001 -0.084059999999999996 -0.085014999999999993 -0.082344999999999988 0.086380000000000026 -0.095649999999999999 -0.097424999999999998 -0.094469999999999985 0.090860000000000024 0.088750000000000023 0.087575000000000028 0.08401500000000002 0.088285000000000016 0.094100000000000031 0.091405000000000028 -0.074334999999999998
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 -4 6 7 -6 -8 -7 11 12 -1 14 -12 -15 -11
right_child=-2 -3 4 -5 5 9 8 -9 -10 16 13 -13 -14 15 -16 -17 -18
leaf_value=-0.00021088131996797421 0.001145342059910674 -0.0010900141637894508 -0.0007989396903254121 0.0019818794538512172 0.00018092125376647497 -0.0011000087531227605 -0.00058187191153135319 0.0024934016266077784 3.8953692899266194e-05 -0.00081632895449196795 -0.0011282654112947453 0.0021667755209083491 0.00037375152664578115 0.00077332368966067397 0.00012467025836182785 -0.00011693245678654085 -6.216129454033131e-05
leaf_weight=310 51 47 84 46 348 46 163 46 1439 47 74 67 243 56 69 70 531
leaf_count=310 51 47 84 46 348 46 163 46 1439 47 74 67 243 56 69 70 531
internal_value=0 3.2266e-05 4.69859e-05 0.000238331 -1.88753e-05 5.82197e-06 6.99825e-05 0.000452984 -2.3703e-05 -0.000198098 0.000147192 0.000275198 4.45385e-05 -0.000144795 -0.000517978 0.00027224 -0.000124903
internal_weight=0 3686 3639 935 2704 2620 1996 394 1602 624 889 620 553 269 143 126 578
internal_count=3737 3686 3639 935 2704 2620 1996 394 1602 624 889 620 553 269 143 126 578
is_linear=0
shrinkage=0.0995203


Tree=5838
num_leaves=26
num_cat=0
split_feature=4 8 8 0 0 1 1 5 17 8 5 5 5 26 0 1 26 8 1 26 0 8 8 0 0
split_gain=0.00509581 0.00544988 0.00882192 0.00570486 0.0393051 0.00534275 0.00888856 0.00868106 0.00590337 0.0052504 0.00857641 0.0049813 0.00461004 0.00335017 0.00298624 0.00739889 0.0504531 0.0088015 0.0170079 0.00441577 0.00344447 0.00474228 0.00388371 0.00274389 0.00612392
threshold=0.15615500000000004 -0.081415000000000001 -0.082244999999999999 -0.095339999999999994 -0.097734999999999989 -0.085184999999999997 -0.090374999999999997 -0.0091849999999999987 -0.013885 -0.083849999999999994 -0.0065700000000000003 0.63455500000000009 -0.0047599999999999995 0.097910000000000011 -0.078954999999999984 -0.083284999999999984 0.089485000000000023 -0.079585000000000003 -0.050379999999999994 0.084355000000000027 -0.077945 -0.077604999999999993 -0.076394999999999991 -0.10806499999999999 -0.11524
decision_type=2 2 2 2 2 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 23 6 8 -8 -5 13 -11 14 -4 -7 15 16 19 -17 -19 -3 -16 -22 -23 24 -1
right_child=-2 11 12 5 -6 9 7 -9 -10 10 -12 -13 -14 -15 20 17 -18 18 -20 -21 21 22 -24 -25 -26
leaf_value=-6.5285759880419173e-06 0.001031357432360985 -0.00039658912450778899 0.00042980104521688536 -0.00051719736125200016 0.0029221184136515254 3.2026193612725795e-05 0.00024197919006916513 0.001983819268032325 0.00078126991399888202 -0.0013095006015558829 0.00026751290419551189 -0.0010433066827154685 0.0018053235770701483 -0.00079743932652890422 0.00079935000745544956 -0.0010625222630534315 -0.0035483568448901001 0.0018082774803071112 -8.0154096346945401e-05 0.00082835376919227562 -0.00081886991186607338 0.00088469998064196961 2.0624553083758874e-05 -0.00045693079302425415 0.001155884675568574
leaf_weight=258 51 50 55 112 54 652 65 52 50 87 55 52 46 52 59 77 47 51 635 68 63 55 856 81 54
leaf_count=258 51 50 55 112 54 652 65 52 50 87 55 52 46 52 59 77 47 51 635 68 63 55 856 81 54
internal_value=0 2.90106e-05 0.000161914 0.00010341 0.000404246 -1.53943e-05 0.000361446 0.00102313 -0.000111382 -0.000140639 -0.000692921 -8.10383e-05 0.00106438 -2.80784e-05 -5.51043e-05 -0.000184895 -0.000789541 -5.30667e-05 5.90463e-05 0.000302373 6.07015e-05 1.51174e-05 7.36902e-05 5.61954e-05 0.000192035
internal_weight=0 3686 1673 1572 447 1125 279 117 162 846 142 2013 101 704 1961 928 165 763 686 118 1033 974 911 393 312
internal_count=3737 3686 1673 1572 447 1125 279 117 162 846 142 2013 101 704 1961 928 165 763 686 118 1033 974 911 393 312
is_linear=0
shrinkage=0.0995203


Tree=5839
num_leaves=18
num_cat=0
split_feature=1 8 8 3 0 0 9 1 9 2 10 17 0 8 8 18 2
split_gain=0.00409546 0.004025 0.00704482 0.00536763 0.00604765 0.0317496 0.00520298 0.00773565 0.00641283 0.00424969 0.0042 0.00887021 0.00349 0.00248013 0.00591464 0.00491152 0.00229168
threshold=0.62256000000000011 -0.081415000000000001 -0.082244999999999999 0.15108000000000005 -0.095339999999999994 -0.097734999999999989 0.083760000000000015 -0.01257 0.084535000000000013 0.12875500000000004 0.090150000000000022 -0.55754499999999996 -0.082284999999999983 -0.073644999999999988 -0.068099999999999994 -0.070104999999999987 -0.012154999999999999
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 7 -6 -8 10 11 -3 -4 15 -15 -13 -1
right_child=-2 9 12 -5 6 -7 8 -9 -10 -11 -12 13 -14 14 -16 -17 -18
leaf_value=-9.9875822761503731e-05 0.00084122029362724204 0.001026760547553817 0.00030362115448044847 -0.00081119454084385256 0.00086157327642125722 0.002725134509700865 -0.00064213713946396889 -0.00042016934874337871 2.9390713844231405e-05 -0.00091759030665041841 -0.00088661371386249122 1.4730144165440864e-05 0.0015076986115524424 0.00058079377071787333 -7.0732054113811197e-05 -0.0006375305008711516 0.00041089507795522576
leaf_weight=207 62 77 47 63 144 53 175 68 712 57 57 265 53 156 1195 198 148
leaf_count=207 62 77 47 63 144 53 175 68 712 57 57 265 53 156 1195 198 148
internal_value=0 2.49423e-05 0.000139227 8.70661e-05 0.000125161 0.000452379 2.93775e-06 0.000446587 -0.000102175 -6.98392e-05 -4.46131e-05 -1.87999e-05 0.000949969 -6.36328e-05 3.89372e-06 -0.000262438 0.000110759
internal_weight=0 3675 1670 1570 1507 408 1099 212 887 2005 1948 1891 100 1814 1351 463 355
internal_count=3737 3675 1670 1570 1507 408 1099 212 887 2005 1948 1891 100 1814 1351 463 355
is_linear=0
shrinkage=0.0995203


Tree=5840
num_leaves=34
num_cat=0
split_feature=0 6 6 0 3 17 7 17 17 6 3 3 18 0 0 21 0 18 17 4 4 5 21 3 26 26 9 3 2 18 2 6 5
split_gain=0.00672606 0.0118797 0.0238483 0.0197747 0.00640049 0.0112476 0.00522852 0.00517274 0.0282335 0.00717613 0.00531325 0.00492067 0.0045991 0.0139636 0.00528194 0.00689662 0.00630593 0.0111854 0.00500209 0.00443496 0.00876433 0.00397002 0.00395757 0.00349094 0.0076388 0.0104724 0.00700815 0.00290745 0.00375788 0.00251902 0.00575519 0.00332289 0.00332255
threshold=-0.087394999999999987 -0.0048649999999999995 0.016740000000000005 -0.08892499999999999 0.10871500000000002 -0.10811499999999999 0.056805000000000015 -0.032404999999999996 -0.067414999999999989 -0.25061999999999995 0.11523000000000001 0.11896500000000003 -0.011569999999999999 -0.085794999999999996 -0.084369999999999987 -0.014264999999999998 -0.08269 -0.077844999999999998 0.40057000000000009 0.10543500000000001 0.087495000000000031 -0.14289499999999997 0.086155000000000023 0.10486500000000003 0.11928500000000002 0.11538500000000003 0.087695000000000009 0.091975000000000015 -0.08040499999999999 0.022040000000000008 -0.032624999999999994 -0.072834999999999997 -0.063819999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 5 -4 12 8 22 10 -9 19 13 -2 15 -15 17 -16 -18 20 -11 -7 -1 24 25 26 -14 28 -24 30 -25 -31 -33
right_child=6 2 3 -5 -6 21 -8 9 -10 11 -12 -13 23 14 16 -17 18 -19 -20 -21 -22 -23 27 29 -26 -27 -28 -29 -30 31 -32 32 -34
leaf_value=-0.00068550438581455031 0.0014189635386548283 -0.0028084766122551726 0.001483645099432737 -0.0020489492065387423 -0.0010899273390364112 0.00034754783430413579 0.00090368065861924207 -2.3927761489753032e-05 -0.0025724665610307677 2.1570808443892189e-05 -0.0013524657917371352 0.0009941189745777592 -5.7830320785368633e-05 0.00011310447324180565 -0.00022077943739462618 -0.0014651322473227112 -9.1021893363255844e-05 0.0018818766833509984 0.00057984054121051768 -0.00085718011026033616 0.0014702788121957553 -0.00072175309235935183 0.00037268290172847238 0.0011457698246453835 -0.0015117477528321626 0.00092020476778183842 -0.00073391278924980568 0.00068690764303403439 -0.00078180866669657137 0.00058411852157260673 -0.00024717152693530162 0.00028039142676049761 -0.00066029405171801568
leaf_weight=67 74 50 51 61 46 61 60 64 52 423 58 65 352 55 49 53 826 50 127 46 46 77 66 59 49 71 271 75 48 50 57 55 109
leaf_count=67 74 50 51 61 46 61 60 64 52 423 58 65 352 55 49 53 826 50 127 46 46 77 66 59 49 71 271 75 48 50 57 55 109
internal_value=0 -0.000291321 -0.000795011 -0.000452133 -3.41562e-05 0.000218473 -1.29527e-05 -0.000117959 -0.000458146 3.01307e-05 -0.000662238 0.000177178 -3.71472e-05 9.34388e-05 8.17367e-06 -0.000653821 7.69133e-05 0.0008329 -7.61475e-07 7.24796e-05 0.000165407 -0.000243159 -2.5476e-05 -0.00018809 -0.000307949 -0.000221775 -0.000353235 0.000204171 -0.000106238 7.92942e-05 0.00045425 -0.000120128 -0.000339829
internal_weight=0 1356 346 296 235 189 2367 1010 308 702 122 580 2307 1234 1160 108 1052 99 953 515 469 138 256 1073 743 694 623 189 114 330 116 214 164
internal_count=3723 1356 346 296 235 189 2367 1010 308 702 122 580 2307 1234 1160 108 1052 99 953 515 469 138 256 1073 743 694 623 189 114 330 116 214 164
is_linear=0
shrinkage=0.0995203


Tree=5841
num_leaves=20
num_cat=0
split_feature=28 8 8 5 8 10 7 2 21 5 26 2 6 21 18 26 9 21 3
split_gain=0.0134611 0.00632131 0.0158094 0.0742945 0.0047369 0.00356006 0.00318197 0.00510608 0.0040837 0.00524748 0.00308237 0.0043496 0.00500213 0.00404998 0.00287458 0.00280347 0.00269193 0.00327184 0.00152276
threshold=0.083225000000000021 -0.088520000000000001 -0.092299999999999993 -0.092864999999999989 -0.089594999999999994 0.09056500000000002 -0.074334999999999998 0.12610000000000002 -0.096850000000000006 -0.53979999999999995 0.087045000000000025 -0.079284999999999994 0.087765000000000024 0.086285000000000014 -0.0032949999999999998 0.085005000000000011 0.084485000000000018 0.097640000000000018 0.090905000000000027
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 14 6 -3 8 -8 -10 15 12 -12 -13 -5 16 17 -1 -18
right_child=-2 5 3 4 -6 -7 7 -9 9 -11 11 13 -14 -15 -16 -17 18 -19 -20
leaf_value=0.00036304238139629145 -0.0015017278884870324 -0.00083258551325340608 -0.0045492080288938377 0.00012022196013107482 0.00069696586048189257 0.00078084050041279029 -0.00080022784702944087 0.00090122324496888159 0.00094540945609399452 -2.8546267908413835e-05 0.00059144958222964836 -0.0013604245990207213 -0.00068460403971198577 -0.00012336853874204628 -0.00080780804698617366 0.00075365449492459651 -0.00085038490136288703 -0.00053478037983540998 -2.5625769998162571e-05
leaf_weight=196 67 47 47 54 51 56 66 60 56 2508 73 59 52 50 80 58 47 50 46
leaf_count=196 67 47 47 54 51 56 66 60 56 2508 73 59 52 50 80 58 47 50 46
internal_value=0 -7.73276e-05 -0.000312761 -0.00101544 -0.000113244 -4.28877e-06 -2.06519e-05 -6.16137e-06 -2.71734e-05 -6.95493e-06 -5.31094e-05 -0.000340495 5.40622e-05 -0.000800478 -0.000427717 0.000114219 2.40261e-06 0.00017723 -0.000451242
internal_weight=0 3656 863 232 185 2793 2737 2690 2630 2564 631 234 125 109 134 397 339 246 93
internal_count=3723 3656 863 232 185 2793 2737 2690 2630 2564 631 234 125 109 134 397 339 246 93
is_linear=0
shrinkage=0.0995203


Tree=5842
num_leaves=20
num_cat=0
split_feature=28 9 2 26 0 0 5 17 5 9 26 9 9 26 26 26 26 9 0
split_gain=0.0109128 0.00360425 0.00636379 0.00591345 0.0144147 0.00515291 0.00415739 0.0257363 0.0135736 0.00473974 0.00818811 0.0145575 0.00779795 0.00528323 0.00345401 0.00440547 0.00339435 0.0029078 0.00223109
threshold=0.083225000000000021 0.11201500000000002 -0.074679999999999983 0.11928500000000002 -0.066264999999999991 -0.081674999999999984 -0.09583499999999999 -0.0042049999999999995 -0.11517000000000001 0.097680000000000031 0.11538500000000003 0.095950000000000021 0.10153500000000003 0.095150000000000026 0.15583500000000003 0.11861500000000001 0.07987000000000001 0.09833500000000002 -0.065519999999999981
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 -5 7 -1 17 10 11 -8 13 -11 15 18 -14 -9 -4
right_child=-2 2 14 4 -6 -7 9 8 -10 12 -12 -13 16 -15 -16 -17 -18 -19 -20
leaf_value=-0.00202673996209844 -0.0013522755826953388 0.0013329354265269081 -0.00030445182925244987 -0.00070024913424036688 0.00070975067371002417 -0.0021926322761003092 -2.8022909233196363e-05 0.00012259880159027202 -0.0016670745012981889 0.00034197809692205263 0.0011164903059565376 -0.0012999614340178582 0.00038433365477484691 0.0018682764834970838 0.00070889244536597254 -0.0010059307278707844 -0.00073308710998213472 -0.00070038543934720433 0.00056088871599618926
leaf_weight=75 67 47 56 50 46 46 2184 539 49 46 58 93 59 47 59 46 49 46 61
leaf_count=75 67 47 56 50 46 46 2184 539 49 46 58 93 59 47 59 46 49 46 61
internal_value=0 -6.96765e-05 0.000280166 -9.77032e-05 -0.000726937 -0.00142388 -6.99158e-05 -0.000283001 -7.54318e-05 -1.00198e-05 -5.02535e-05 -8.03325e-05 0.000453299 0.00112214 5.35951e-05 -0.000178576 -0.000115065 5.64861e-05 0.000139712
internal_weight=0 3656 269 3387 142 96 3245 709 634 2536 2335 2277 201 93 222 163 108 585 117
internal_count=3723 3656 269 3387 142 96 3245 709 634 2536 2335 2277 201 93 222 163 108 585 117
is_linear=0
shrinkage=0.0995203


Tree=5843
num_leaves=19
num_cat=0
split_feature=28 8 8 0 2 26 23 2 2 17 2 2 2 26 8 20 1 1
split_gain=0.00884742 0.00498558 0.0127744 0.0260674 0.00384873 0.0044697 0.00310792 0.00373613 0.00318541 0.00269501 0.004737 0.0026238 0.00477929 0.00353372 0.00374704 0.00250196 0.00239501 0.00221226
threshold=0.083225000000000021 -0.088520000000000001 -0.092299999999999993 -0.088484999999999994 -0.083204999999999987 0.087675000000000017 -0.022119999999999997 0.12875500000000004 0.11241000000000002 0.51392000000000015 -0.076954999999999996 -0.082275000000000001 -0.079844999999999985 0.094935000000000033 -0.26194999999999996 -0.15615999999999999 -0.086814999999999989 0.17018000000000003
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 -4 -5 -6 -3 8 9 15 -11 16 -13 14 -14 -8 -1 -18
right_child=-2 6 3 4 5 -7 7 -9 -10 10 -12 12 13 -15 -16 -17 17 -19
leaf_value=-8.3991865602617486e-05 -0.0012176967969045589 0.00069289885601079388 -0.0023721796408808712 0.00059090924083309699 -0.0011772044811898938 0.00011258693201069999 -0.00054439229266493568 -0.00087529059760440751 0.0006410716091327011 -0.00018616587751872881 0.0011522283549438861 -0.00085028445792651646 -9.9906210068073331e-05 -0.00059396979193751781 0.00066234921251013667 -1.7685797644018402e-05 0.001115768844695508 0.00012239189945000353
leaf_weight=88 67 63 79 48 49 56 93 49 75 51 52 83 191 81 95 2410 47 46
leaf_count=88 67 63 79 48 49 56 93 49 75 51 52 83 191 81 95 2410 47 46
internal_value=0 -6.27423e-05 -0.00027182 -0.00090344 -0.000139721 -0.00048152 1.56703e-06 -1.40869e-05 1.34775e-06 -1.67492e-05 0.000481581 -3.82951e-05 -0.000168139 -1.16361e-05 0.000150428 -3.75829e-05 0.00028 0.000633224
internal_weight=0 3656 863 232 153 105 2793 2730 2681 2606 103 631 450 367 286 2503 181 93
internal_count=3723 3656 863 232 153 105 2793 2730 2681 2606 103 631 450 367 286 2503 181 93
is_linear=0
shrinkage=0.0995203


Tree=5844
num_leaves=15
num_cat=0
split_feature=18 2 2 4 1 3 1 4 5 5 21 0 21 1
split_gain=0.0136126 0.00382709 0.00669946 0.00448241 0.00308794 0.00294678 0.00294334 0.00980015 0.00442744 0.00365685 0.00286621 0.00270284 0.00245841 0.00226766
threshold=0.31690500000000005 -0.043929999999999997 -0.029394999999999998 0.15028500000000003 -0.49056499999999997 0.10636500000000003 0.41696500000000009 0.12719000000000005 -0.53313499999999991 -0.40939500000000001 0.13118000000000005 0.076335000000000014 0.12094000000000002 -0.11064999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 6 5 -1 8 -8 -4 -10 11 12 13 -6
right_child=-2 2 3 -5 10 -7 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-4.6034000509146483e-05 -0.0017482195258568633 0.0012555936379535571 -0.00079557319963014688 -0.00081354493024408351 0.00032515843552811529 0.001042986555131491 0.0013738425224912802 -0.00024417089364520183 0.00096274509285921976 5.8464547248687854e-05 -0.00070984861580843236 -0.00082147920604174374 0.00059545570681450671 -0.00011016598073788779
leaf_weight=50 46 51 56 52 124 46 72 75 48 618 76 49 53 2338
leaf_count=50 46 51 56 52 124 46 72 75 48 618 76 49 53 2338
internal_value=0 -2.51538e-05 0.000144162 8.17282e-05 -8.56047e-05 0.000467261 0.000136242 0.000542757 5.23418e-05 0.000124867 -0.000106019 -8.78015e-05 -7.31817e-05 -8.79081e-05
internal_weight=0 3708 972 921 2736 96 869 147 722 666 2640 2564 2515 2462
internal_count=3754 3708 972 921 2736 96 869 147 722 666 2640 2564 2515 2462
is_linear=0
shrinkage=0.0995203


Tree=5845
num_leaves=23
num_cat=0
split_feature=17 2 2 8 8 5 8 8 8 8 0 3 5 7 2 0 0 3 2 17 0 1
split_gain=0.0123143 0.00296843 0.00402549 0.0086862 0.00608017 0.012369 0.00293288 0.00475049 0.00495258 0.00846515 0.00331082 0.00536452 0.00324538 0.00256637 0.00242268 0.0023411 0.00518052 0.00395176 0.00377785 0.00303544 0.00222501 0.00111087
threshold=-0.57205499999999987 -0.071629999999999985 -0.076954999999999996 -0.081174999999999983 -0.069939999999999988 0.054660000000000007 -0.091754999999999989 -0.088144999999999987 -0.080659999999999996 -0.076394999999999991 -0.10806499999999999 0.11926500000000002 -0.043449999999999996 0.056805000000000015 -0.077849999999999989 -0.068189999999999987 -0.052884999999999995 0.11089500000000001 -0.07854499999999999 -0.53299999999999992 -0.14028499999999997 -0.0090649999999999984
decision_type=2 2 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 5 -5 10 -8 12 -10 20 21 -9 -11 15 18 -17 -18 19 -2 -3 -12
right_child=1 6 3 4 -6 -7 7 8 9 13 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23
leaf_value=-0.0015629132873286121 0.00067918646838232872 -0.00015746177233507845 0.00040708014342176636 -0.0023680430231136037 -8.5911984536998583e-05 -0.00016226912481710244 0.0010852347906825247 -0.0011476880549995822 0.0015079089325933557 0.00017772841344589462 -0.001282704387947811 0.00015914641915411006 0 -0.00055562298322735834 0.00046128228193069589 0.00090676891456915702 0.00028405810906766517 -0.00056040379619789668 -0.00090128701353845667 -0.00010616878659114346 0.00061352514082433068 -0.00056235197029874283
leaf_weight=52 50 82 75 55 62 48 55 46 47 747 51 76 50 50 90 75 140 90 58 1643 66 46
leaf_count=52 50 82 75 55 62 48 55 46 47 747 51 76 50 50 90 75 140 90 58 1643 66 46
internal_value=0 -2.02728e-05 -8.66398e-05 -0.000473523 -0.000878759 -0.00134806 9.94333e-05 0.000184204 0.000130613 0.000208358 -0.00016078 -0.000457752 -0.00054436 0.000130694 -4.29909e-05 -6.54633e-05 0.000187998 -4.28243e-05 -0.00011008 -8.2491e-05 0.000180826 -0.000949534
internal_weight=0 3702 2386 240 165 103 1316 995 940 844 321 173 96 797 2146 2056 305 230 1751 1693 148 97
internal_count=3754 3702 2386 240 165 103 1316 995 940 844 321 173 96 797 2146 2056 305 230 1751 1693 148 97
is_linear=0
shrinkage=0.0995203


Tree=5846
num_leaves=15
num_cat=0
split_feature=17 2 1 2 2 2 8 0 1 3 10 19 21 19
split_gain=0.00998479 0.00246134 0.003751 0.00362478 0.00357858 0.0053474 0.0117765 0.00264575 0.00792176 0.0040089 0.00219031 0.00223484 0.00230058 0.00200333
threshold=-0.57205499999999987 -0.046564999999999995 0.42491000000000007 -0.026175 -0.015714999999999996 -0.0072299999999999994 -0.079434999999999992 -0.15137999999999999 0.41897000000000012 0.081685000000000021 0.09056500000000002 0.13265500000000005 0.13118000000000005 0.11507000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -3 -5 6 -6 8 -7 -9 11 12 13 -2
right_child=1 3 -4 4 5 7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0014073718796967531 -5.0018346464680568e-05 0.00074166495622375855 -0.00082738402186619214 -0.00060011920439470969 -0.00018007338381947625 0 0.0018196301952288548 -0.00084275507870422721 0.0014115778513571849 -4.0561535035708119e-06 0.00053392585945975768 0.0004367922164339584 -0.00072494800102028488 -0.00057728891084514358
leaf_weight=52 2369 84 63 75 62 201 54 66 49 404 62 85 54 74
leaf_count=52 2369 84 63 75 62 201 54 66 49 404 62 85 54 74
internal_value=0 -1.82408e-05 -6.76295e-05 0.000115303 5.66503e-05 0.00011655 0.000743766 1.43617e-05 0.000276953 -0.000123573 -4.92168e-05 -6.35365e-05 -8.0896e-05 -6.63248e-05
internal_weight=0 3702 2707 995 911 836 116 720 250 470 2644 2582 2497 2443
internal_count=3754 3702 2707 995 911 836 116 720 250 470 2644 2582 2497 2443
is_linear=0
shrinkage=0.0995203


Tree=5847
num_leaves=16
num_cat=0
split_feature=18 29 29 20 8 18 18 9 3 26 8 3 17 3 3
split_gain=0.0102942 0.00293342 0.00400627 0.00237318 0.00266147 0.00417399 0.00637728 0.00444307 0.0117315 0.00396317 0.00694399 0.00486774 0.00656073 0.00334745 0.00263047
threshold=0.31690500000000005 -0.085039999999999991 -0.11373499999999999 -0.24350999999999998 -0.051259999999999993 0.084900000000000017 0.092545000000000016 0.11408000000000003 0.13902500000000004 -0.019129999999999998 -0.062834999999999988 0.12389500000000002 -0.0092949999999999994 0.12212000000000002 0.092115000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 9 7 -7 8 -6 11 13 12 -5 -11 -8
right_child=-2 3 -4 4 5 6 14 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.00019876484900496248 -0.0015138223328119039 -0.00058709972046519412 0.00089726058544652176 -4.4245498968235898e-05 -3.3668049941414587e-05 0.0011580710332169885 -0.00047340325159334735 -0.00079771320627191537 0.0015889508079903422 -0.00011990498919423197 -0.0011540053147144431 -0.00037700245988548948 0.0014493010417179957 0.00034664237580499046 0.00036346056778071732
leaf_weight=55 46 75 79 53 712 86 53 64 47 2019 62 55 62 164 122
leaf_count=55 46 75 79 53 712 86 53 64 47 2019 62 55 62 164 122
internal_value=0 -1.54335e-05 0.00044129 -3.27865e-05 -2.0671e-05 0.000108563 0.000455348 -4.18679e-07 6.57319e-05 -7.90183e-05 -0.000114382 0.000383172 0.000753853 -8.44802e-05 0.000105332
internal_weight=0 3708 134 3574 3499 1084 261 823 759 2415 2245 170 115 2183 175
internal_count=3754 3708 134 3574 3499 1084 261 823 759 2415 2245 170 115 2183 175
is_linear=0
shrinkage=0.0995203


Tree=5848
num_leaves=36
num_cat=0
split_feature=20 20 20 17 2 2 2 9 17 9 17 17 3 4 3 3 17 3 17 3 8 1 3 11 3 20 5 5 4 4 3 4 20 5 8
split_gain=0.00551758 0.0139543 0.0408375 0.00511403 0.00504811 0.0113661 0.00637738 0.00516935 0.00822683 0.00493644 0.00444639 0.00411233 0.00674466 0.00484617 0.00381986 0.0299366 0.00425733 0.00418487 0.011831 0.0053986 0.00644474 0.0088918 0.00463833 0.00386883 0.00367501 0.00713811 0.0105916 0.0064286 0.0046118 0.00981219 0.00510647 0.00306675 0.00287377 0.00278323 0.0016384
threshold=-0.077724999999999989 -0.081189999999999998 -0.080434999999999993 -0.46515999999999996 -0.086414999999999992 -0.087944999999999995 -0.082294999999999993 0.08679000000000002 -0.0071449999999999994 0.09296500000000002 -0.008069999999999999 -0.0090649999999999984 0.093835000000000016 0.10845500000000002 0.08400500000000001 0.083595000000000017 0.056905000000000011 0.084735000000000019 -0.0044799999999999987 0.085965000000000028 -0.088429999999999995 -0.089819999999999997 0.08544000000000003 -0.072964999999999988 0.10525500000000003 -0.064180000000000001 -0.095169999999999991 0.062500000000000014 0.10373000000000003 0.10716000000000002 0.10726500000000001 0.083555000000000018 -0.079624999999999987 -0.0096449999999999991 -0.085289999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 -5 -9 32 -6 13 -13 -8 15 16 23 18 33 20 -19 -22 -23 -2 25 26 -21 -27 30 -30 -26 34 -4 -16 -25
right_child=14 2 9 4 6 -7 11 8 -10 -11 -12 12 -14 -15 17 -17 -18 19 -20 24 21 22 -24 31 28 27 -28 -29 29 -31 -32 -33 -34 -35 -36
leaf_value=0.00068586202716169919 -0.00055331692325448923 -0.0034931199514221713 0.00084637135815635739 0.00074900306875239271 0.00011656789625225789 -0.0017024005222151591 0.00053088610433701987 -0.0013902575036912619 0.00026511274210019582 -0.00097586673853794861 0.0015060437502880661 -0.0014636984007247115 0 -0.00056153158074886966 -0.0005716998004617706 -0.002337223668282221 0.0010130757829755915 0.00046956668072893897 0.0019164525488204263 0.0021139200243495801 0.00029444167678861234 -0.0020018921464410623 -0.00059276036417307354 0.00033179047473411058 -0.0012932107111889516 3.0630372873477317e-05 6.3387768935379855e-05 0.00057594537247654236 0.0014650705300757346 -5.2760326910990089e-06 -0.00016840412468411946 0.00087952553857751964 -0.0002399909702823358 0.00052241080051221636 -0.00047358513862152875
leaf_weight=88 85 48 46 51 48 58 124 52 68 46 46 50 82 59 46 57 48 57 47 47 50 50 47 53 46 997 55 274 51 370 330 55 49 46 47
leaf_count=88 85 48 46 51 48 58 124 52 68 46 46 50 82 59 46 57 48 57 47 47 50 50 47 53 46 997 55 274 51 370 330 55 49 46 47
internal_value=0 -0.000223386 -0.000985211 -2.39321e-05 -0.000123118 -0.000497761 8.4644e-05 -8.4382e-05 -0.000445393 -0.000125648 0.000805233 -0.00012779 -0.000552678 0.000174212 5.73632e-05 -0.000252485 0.000157278 0.000100227 0.000631698 6.87638e-05 -0.000419845 -0.000770288 -0.00132756 -1.04709e-05 0.000115075 0.00021387 0.00101627 0.000148833 -5.40944e-05 0.000170898 -0.000308191 0.000281938 0.00027742 -1.57464e-05 -3.85498e-05
internal_weight=0 915 189 726 638 229 409 171 120 141 94 315 132 183 2858 345 288 2513 139 2374 204 147 97 240 2170 1373 102 1271 797 421 376 155 95 92 100
internal_count=3773 915 189 726 638 229 409 171 120 141 94 315 132 183 2858 345 288 2513 139 2374 204 147 97 240 2170 1373 102 1271 797 421 376 155 95 92 100
is_linear=0
shrinkage=0.0995203


Tree=5849
num_leaves=32
num_cat=0
split_feature=6 6 26 9 9 18 9 9 21 9 1 9 9 9 9 2 6 9 9 9 9 25 4 2 18 18 2 26 2 26 6
split_gain=0.00556286 0.00803111 0.00903974 0.00696081 0.0161254 0.0314655 0.00479264 0.0126492 0.0457244 0.00965598 0.00738573 0.00620115 0.00590995 0.00492381 0.00443952 0.00429961 0.00397921 0.00374675 0.0140222 0.00829399 0.00628314 0.00400582 0.00354038 0.0111271 0.0036586 0.0120272 0.0076446 0.00820654 0.00805278 0.00289535 0.00076422
threshold=0.090845000000000023 0.09278500000000002 0.091275000000000023 0.084595000000000017 0.085665000000000033 -0.084954999999999989 0.08709500000000002 0.089025000000000021 0.091325000000000031 0.087495000000000031 -0.0064949999999999999 0.08951000000000002 0.08648500000000002 0.090150000000000022 0.085280000000000022 -0.084385000000000002 0.087515000000000023 0.08401500000000002 0.084290000000000018 0.083715000000000026 0.083235000000000017 0.096120000000000025 0.10845500000000002 -0.013944999999999999 -0.077164999999999997 -0.087529999999999983 -0.072419999999999998 0.091765000000000027 -0.065379999999999994 0.088055000000000022 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 2 2 2 2 2 2 2
left_child=3 2 -2 16 5 -5 10 8 9 -8 12 -9 30 -13 15 -7 17 19 -19 20 21 -1 23 24 25 29 27 -26 -28 -3 -6
right_child=1 22 -4 4 6 14 7 11 -10 -11 -12 13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 26 -27 28 -29 -30 -31 -32
leaf_value=-2.007705692143002e-05 0.0019347915001886246 -0.00071627844177452982 0.00012144801971321082 -0.0025871853570011661 -0.00016636109232871937 -0.00046443966138550591 -0.0014240144825918124 0.00096932166915517928 -0.0034005466623835143 0.00016391807268394172 0.0013316892505802847 -0.0010250674676938463 0.00090022085231754865 9.9254926009777059e-06 -0.0008627598045333379 0.00080846383769117699 0.00094854707699332317 0.0018506464757280211 -0.00030492594462414816 -0.00097433173303948951 0.0011723026735538998 0.00086906205305893873 -0.00069874668573207137 0.0016347375751573875 -0.00057153561891771555 0.0017449779457094944 -0.0016859985878794029 0.0005363753483642854 -8.8417698209674597e-05 0.00036079276482897654 -0.00076170926702322087
leaf_weight=925 54 48 57 79 48 48 47 64 52 194 57 48 47 858 58 57 53 51 71 79 50 53 51 47 98 49 53 202 79 50 46
leaf_count=925 54 48 57 79 48 48 47 64 52 194 57 48 47 858 58 57 53 51 71 79 50 53 51 47 98 49 53 202 79 50 46
internal_value=0 0.000225577 0.00101099 -7.16634e-05 -0.000203683 -0.000956434 -7.8437e-05 -0.000150269 -0.000723403 -0.000142365 0.000375627 2.20097e-05 -5.06085e-06 -4.40051e-05 -0.000161048 0.000218769 0.000103072 6.59452e-05 0.000589464 7.50981e-06 8.3759e-05 2.72704e-05 9.55922e-05 0.000161615 4.06206e-05 0.000470491 -0.00010376 0.000171729 -0.000736073 -0.000158399 -0.000466411
internal_weight=0 788 111 2985 1703 242 1461 1263 293 241 198 970 141 906 163 105 1282 1229 122 1107 1028 978 677 626 579 147 432 300 132 98 94
internal_count=3773 788 111 2985 1703 242 1461 1263 293 241 198 970 141 906 163 105 1282 1229 122 1107 1028 978 677 626 579 147 432 300 132 98 94
is_linear=0
shrinkage=0.0995203


Tree=5850
num_leaves=35
num_cat=0
split_feature=6 6 3 9 9 17 26 0 3 3 9 3 0 6 9 17 9 26 1 6 1 4 26 6 2 25 6 4 0 2 26 9 2 8
split_gain=0.00451086 0.00652429 0.0173824 0.00564729 0.0130855 0.057938 0.00823257 0.0145259 0.00550593 0.0435116 0.0057814 0.00526242 0.00373726 0.00328181 0.00971539 0.00855264 0.01419 0.0127046 0.00918136 0.00553594 0.00740902 0.00538451 0.00503892 0.00306779 0.00488764 0.00304454 0.00337839 0.00302807 0.00443866 0.00302442 0.00228236 0.00731853 0.00625356 0.0041038
threshold=0.090845000000000023 0.09278500000000002 0.08895500000000002 0.084595000000000017 0.085665000000000033 -0.0014149999999999998 0.085855000000000029 -0.088174999999999989 0.092635000000000023 0.093835000000000016 0.08597500000000001 0.091545000000000029 -0.08317999999999999 -0.01146 0.084380000000000024 -0.011809999999999999 0.083715000000000026 0.084435000000000024 -0.085739999999999997 -0.03764 -0.01504 0.085990000000000025 0.087435000000000027 0.23663500000000004 -0.011474999999999999 0.096120000000000025 -0.083069999999999991 0.11670500000000002 -0.068604999999999985 -0.017704999999999995 0.087260000000000018 0.08888500000000002 -0.086775000000000005 -0.083294999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 6 7 -5 10 -10 -6 12 -12 19 15 17 18 21 -17 25 -21 -15 -19 24 30 26 29 28 -11 -1 32 -32 -3 -33
right_child=1 23 -4 4 8 -7 -8 -9 9 27 11 -13 -14 14 -16 16 -18 22 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 31 33 -34 -35
leaf_value=-0.00053735332626539953 0.0022634104637246463 0.00031752630440836093 -0.00022470124691195242 0.00075683128944959083 0.0011916690560120366 -0.0039180396390446244 0.00072019602480511097 -0.0015054588051303162 -0.003038076503817468 0.0001125282370651536 -0.00023069266955687466 0.0010762926419021599 0.00026054164479731871 -0.00043381002001774882 0.0015346481798058135 -0.00070544049957446643 -0.0016707769849814904 0.0021788690717019599 0.0010077053109765562 0.00012057061885449621 -0.001640861522212608 0.00057936702969075594 0.00067980624615638274 -0.00063817322540856672 0.0010454386762943201 0.00078257282958278272 0.0005684436644953102 0.0007181345599008266 -0.00041850461307909752 3.0913808310188985e-05 0.0010939882350983975 -0.00071351845584458268 -0.0012288246961377968 0.00013604280538598708
leaf_weight=121 51 58 60 46 47 49 76 71 52 371 369 46 262 113 55 58 59 46 66 46 47 96 47 53 55 53 87 47 267 388 70 68 46 327
leaf_count=121 51 58 60 46 47 49 76 71 52 371 369 46 262 113 55 58 59 46 66 46 47 96 47 53 55 53 87 47 267 388 70 68 46 327
internal_value=0 0.000203127 0.000911111 -6.45314e-05 -0.00018346 -0.000861586 -8.13533e-05 -0.000609015 -7.05752e-05 -0.000262418 0.000123581 4.82213e-05 -2.5428e-05 9.28143e-05 0.000279665 0.000135659 -0.000398814 0.000462239 0.000199793 -4.20655e-05 -0.000760813 2.76559e-05 0.00143008 8.58382e-05 0.000148645 5.96678e-05 -3.24386e-06 -5.05156e-05 -0.000108423 -0.000102567 6.05211e-05 0.000156013 -0.000358565 -8.13838e-06
internal_weight=0 788 111 2985 1703 242 193 117 1461 737 724 677 631 1282 540 485 183 302 124 742 93 209 93 677 624 649 596 685 638 509 569 465 104 395
internal_count=3773 788 111 2985 1703 242 193 117 1461 737 724 677 631 1282 540 485 183 302 124 742 93 209 93 677 624 649 596 685 638 509 569 465 104 395
is_linear=0
shrinkage=0.0995203


Tree=5851
num_leaves=21
num_cat=0
split_feature=17 17 18 0 18 3 4 4 3 0 2 17 3 1 2 21 20 20 9 26
split_gain=0.00362499 0.045187 0.0169293 0.0249776 0.00476031 0.00396008 0.00770032 0.00552779 0.00484203 0.00794799 0.00987724 0.00672547 0.00664712 0.00464808 0.00407575 0.00334126 0.00299411 0.00694676 0.00660473 0.00175002
threshold=-0.011809999999999999 -0.0096999999999999986 -0.084954999999999989 -0.085605000000000001 -0.081229999999999983 0.11868500000000003 0.10739000000000003 0.10386500000000003 0.084795000000000023 -0.086474999999999996 -0.087444999999999995 -0.56005499999999986 0.085910000000000028 -0.057259999999999998 -0.065999999999999989 -0.096850000000000006 -0.0070099999999999997 -0.034144999999999995 0.11296000000000002 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=5 -2 3 -3 -4 6 7 8 9 19 -11 -10 -13 -7 -15 -6 17 -17 -18 -1
right_child=1 2 4 -5 15 13 -8 -9 11 10 -12 12 -14 14 -16 16 18 -19 -20 -21
leaf_value=0.00033942423421290152 -0.0030253801759295355 0.00028924959608892556 0.0010358346615314973 -0.0024398736935210821 -0.00080564100908241804 0.00044720689062662466 0.0011020095321548028 -0.00082763093356473495 0.0010073446820093735 6.1800073384754827e-05 0.0019508339494257987 -0.00070844102566637839 8.2656649503669316e-05 -5.0851965123682326e-05 -0.0010366743208366331 9.6352919136647396e-05 2.9175013344155815e-05 0.0011012076748862279 -0.00087822664882721414 -0.00046074941000611097
leaf_weight=56 51 64 48 68 46 61 80 61 70 49 65 117 1042 83 87 478 1029 80 86 52
leaf_count=56 51 64 48 68 46 61 80 61 70 49 65 117 1042 83 87 478 1029 80 86 52
internal_value=0 -0.000101923 -2.29785e-05 -0.00111046 5.77963e-05 9.32519e-05 0.000149465 9.85246e-05 0.000138024 0.000566216 0.00114606 6.0012e-05 2.08971e-06 -0.000290614 -0.000560177 3.00101e-05 5.34761e-05 0.000241885 -4.00788e-05 -3.82647e-05
internal_weight=0 1950 1899 132 1767 1823 1592 1512 1451 222 114 1229 1159 231 170 1719 1673 558 1115 108
internal_count=3773 1950 1899 132 1767 1823 1592 1512 1451 222 114 1229 1159 231 170 1719 1673 558 1115 108
is_linear=0
shrinkage=0.0995203


Tree=5852
num_leaves=14
num_cat=0
split_feature=22 17 18 24 26 6 26 18 6 26 26 6 1
split_gain=0.0225799 0.00547099 0.0133939 0.00602707 0.00351871 0.00408404 0.00869117 0.00660339 0.00535876 0.00354728 0.00296139 0.00286404 0.00113325
threshold=0.13160500000000006 0.50644500000000015 -0.064960000000000004 0.084270000000000025 0.15222000000000005 0.10384500000000003 0.10264000000000002 -0.082304999999999989 0.099330000000000016 0.12086000000000002 0.090020000000000031 -0.101065 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 8 7 -7 9 -1 12 -6 -4
right_child=-2 2 10 -5 11 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=-1.0137829015700868e-05 -0.0020137964496782209 0.0020522565248002212 0.00080476578038697199 0.0011104051913658477 -0.00010472289935284497 -0.00087582243564146003 -0.001443152777904559 0.00024188210530538709 0.00099804401726926004 0.00072769947132175934 -0.00046762258104520468 0.00085354772787905734 0.00011158721727817466
leaf_weight=2870 53 46 46 50 46 75 59 172 55 66 55 86 54
leaf_count=2870 53 46 46 50 46 75 59 172 55 66 55 86 54
internal_value=0 5.49106e-05 0.000559941 2.5497e-05 9.4387e-06 -1.04899e-05 -0.000356958 -9.41877e-05 2.46824e-05 6.16962e-06 0.000111779 0.000513403 0.000438636
internal_weight=0 3680 201 3479 3429 3297 306 247 2991 2936 155 132 100
internal_count=3733 3680 201 3479 3429 3297 306 247 2991 2936 155 132 100
is_linear=0
shrinkage=0.0995203


Tree=5853
num_leaves=10
num_cat=0
split_feature=10 19 19 26 8 26 8 11 1
split_gain=0.0227716 0.00433445 0.00412839 0.00238077 0.00557388 0.00252918 0.00829914 0.00330087 0.00536759
threshold=0.093790000000000026 0.14061500000000002 -0.10411999999999999 0.15583500000000003 -0.012329999999999999 0.11928500000000002 -0.060034999999999998 -0.37931999999999999 0.41897000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 -7 -4 -9
right_child=-2 -3 3 4 -6 6 -8 8 -10
leaf_value=0.00083572683005863485 -0.0018232537662108944 0.0009960345205054465 -0.00073379748795692422 0.0011280593653787076 -0.00018694562399264777 0.00026509642884729219 -0.0013339574288337987 9.593944048603972e-06 0.00053607399356088252
leaf_weight=64 65 48 55 62 64 74 56 3040 205
leaf_count=64 65 48 55 62 64 74 56 3040 205
internal_value=0 5.57596e-05 4.30657e-05 2.85693e-05 0.000453623 1.27164e-05 -0.00041743 2.99097e-05 4.31061e-05
internal_weight=0 3668 3620 3556 126 3430 130 3300 3245
internal_count=3733 3668 3620 3556 126 3430 130 3300 3245
is_linear=0
shrinkage=0.0995203


Tree=5854
num_leaves=10
num_cat=0
split_feature=10 17 9 25 20 5 10 23 26
split_gain=0.018466 0.00442958 0.0112245 0.00451536 0.00396955 0.00269882 0.00314463 0.00440374 0.00413046
threshold=0.093790000000000026 0.50644500000000015 0.094375000000000028 0.082255000000000023 -0.011659999999999998 0.6362850000000001 0.086275000000000018 -0.046924999999999994 0.15222000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -3 6 7 -1 -9
right_child=-2 2 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.00074517323357381948 -0.0016418032597505113 0.00036817500321111588 0.0013403282076316725 0.00086540081634572876 -0.00081564858419993949 0.0007413381780976611 0.00070529589310858827 -1.9463713367623097e-05 0.00058538220292578031
leaf_weight=80 65 63 89 62 50 49 61 3098 116
leaf_count=80 65 63 89 62 50 49 61 3098 116
internal_value=0 5.02548e-05 0.000503474 2.36048e-05 -0.000148396 8.0319e-06 -2.4341e-06 -1.57887e-05 2.11175e-06
internal_weight=0 3668 202 3466 113 3404 3355 3294 3214
internal_count=3733 3668 202 3466 113 3404 3355 3294 3214
is_linear=0
shrinkage=0.0995203


Tree=5855
num_leaves=16
num_cat=0
split_feature=20 9 9 17 3 26 5 4 25 4 9 3 17 17 19
split_gain=0.0180158 0.00363674 0.00601841 0.00590493 0.00735956 0.00548156 0.0053343 0.00606332 0.00399634 0.00337875 0.00353688 0.008058 0.00300255 0.00580069 0.00364939
threshold=0.24030500000000005 0.08938500000000002 0.089935000000000029 0.50644500000000015 0.098225000000000021 -0.2382 -0.46834999999999999 0.10739000000000003 0.081855000000000025 0.14699000000000004 0.088770000000000029 0.089735000000000023 -0.085715 -0.081244999999999998 0.083475000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 5 -5 -4 -7 -8 9 10 12 -12 14 -14 -1
right_child=-2 2 3 4 -6 6 7 -9 -10 -11 11 -13 13 -15 -16
leaf_value=-0.0002856329733638005 -0.0015861590497144578 0.0010566742118313475 0.001098693635533424 -8.9639923065478044e-05 0.001433826449892546 -0.0008697170636352493 0 0.00091035854955476563 0.00072785963466082528 -0.00083748954314860733 0.00028820011796526637 -0.0014454068086254123 0.0010527274287427375 3.5268687773350603e-05 0.00036625081220290512
leaf_weight=539 68 73 48 54 72 64 999 78 67 53 51 54 58 1355 100
leaf_count=539 68 73 48 54 72 64 999 78 67 53 51 54 58 1355 100
internal_value=0 4.85442e-05 0.000175602 0.000126068 0.000774415 5.66732e-05 1.21196e-05 6.52823e-05 -2.85472e-05 -5.18495e-05 -3.21658e-05 -0.000595573 -2.93757e-06 7.76121e-05 -0.000182336
internal_weight=0 3665 1388 1315 126 1189 1141 1077 2277 2210 2157 105 2052 1413 639
internal_count=3733 3665 1388 1315 126 1189 1141 1077 2277 2210 2157 105 2052 1413 639
is_linear=0
shrinkage=0.0995203


Tree=5856
num_leaves=16
num_cat=0
split_feature=6 18 17 17 0 8 26 19 5 26 21 26 6 26 18
split_gain=0.0353817 0.00667512 0.0256837 0.00634729 0.00644672 0.00598321 0.00574874 0.0049881 0.00438324 0.00383117 0.00765224 0.0054243 0.00378722 0.00975261 0.00375107
threshold=0.23663500000000004 -0.093649999999999997 -0.015100000000000001 -0.56005499999999986 0.12433000000000002 -0.0077949999999999998 -0.14224499999999998 0.0069650000000000016 0.40249000000000007 0.086835000000000009 0.10940500000000002 0.082250000000000031 0.11642500000000001 0.096980000000000025 -0.081229999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 8 -6 -1 9 12 11 -11 -8 14 -14 -5
right_child=-2 3 -4 4 5 -7 7 -9 -10 10 -12 -13 13 -15 -16
leaf_value=0.0011017761258709641 -0.0025657418812400378 -0.00098248631285954477 0.0022069252918746063 -0.00032081748167493376 1.9832484571844282e-05 0.0016344655145730015 0.00011626376771196813 -0.00080806735462787133 -0.00089429637232441679 0.0012684900090384088 -0.00010915342712208865 -0.0010831245662615094 0.00103013204172312 -0.00047342966459230283 1.9435278230855418e-05
leaf_weight=53 52 65 66 371 47 46 195 64 55 73 86 46 110 69 2356
leaf_count=53 52 65 66 371 47 46 195 64 55 73 86 46 110 69 2356
internal_value=0 4.83196e-05 0.000357453 -9.20091e-06 1.1246e-05 0.000827271 0.000119767 5.83338e-06 -1.41075e-05 0.000138104 0.000518201 -0.000109269 2.26961e-06 0.000445974 -2.65549e-05
internal_weight=0 3702 583 3119 3054 93 517 464 2961 400 159 241 2906 179 2727
internal_count=3754 3702 583 3119 3054 93 517 464 2961 400 159 241 2906 179 2727
is_linear=0
shrinkage=0.0995203


Tree=5857
num_leaves=16
num_cat=0
split_feature=6 18 18 21 3 18 2 26 10 0 2 3 2 18 9
split_gain=0.0286899 0.00541248 0.0163627 0.00505721 0.00382596 0.00453601 0.00349445 0.00330278 0.00273766 0.00325752 0.00281229 0.00856212 0.00302659 0.00253948 0.00204406
threshold=0.23663500000000004 -0.093649999999999997 -0.097059999999999994 0.15442000000000003 0.08400500000000001 -0.10726999999999999 -0.24151999999999998 -0.112275 0.055760000000000011 -0.061654999999999995 -0.084804999999999992 0.08802500000000002 -0.084154999999999994 -0.12363 0.088365000000000013
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 -3 -6 10 14 11 -8 -12 -9 -10
right_child=-2 3 -4 -5 5 -7 8 13 9 -11 12 -13 -14 -15 -16
leaf_value=-0.00073507704303528096 -0.0023103987792057368 -0.00082547790617959547 0.0017618098125017894 0.0010158593550105995 0.00075299569502377563 0.0010076401166196343 8.6778534153524622e-05 0.00010910028636997112 0.00051320781118311092 0.00094143451701801054 0.00066658785434072225 -0.00065936110763569801 -2.7676081330076662e-06 -0.00055183291926947482 -0.00028893925400214917
leaf_weight=46 52 53 69 47 63 62 366 270 56 63 69 259 2135 73 71
leaf_count=46 52 53 69 47 63 62 366 270 56 63 69 259 2135 73 71
internal_value=0 4.35108e-05 0.000321879 -8.25911e-06 0.000126989 0.000213471 -2.41941e-05 9.01774e-05 -9.85599e-06 0.000355449 -3.46798e-05 -0.000221112 1.78163e-05 -2.91782e-05 5.83176e-05
internal_weight=0 3702 583 3119 514 468 3072 406 3019 190 2829 625 2204 343 127
internal_count=3754 3702 583 3119 514 468 3072 406 3019 190 2829 625 2204 343 127
is_linear=0
shrinkage=0.0995203


Tree=5858
num_leaves=17
num_cat=0
split_feature=6 18 18 21 20 6 8 20 0 2 8 10 5 7 9 27
split_gain=0.0232647 0.00439202 0.0132631 0.0041006 0.00391333 0.00385395 0.00519773 0.00776281 0.0040311 0.00283359 0.00251378 0.0022532 0.00291551 0.00276936 0.00322586 0.00156738
threshold=0.23663500000000004 -0.093649999999999997 -0.097059999999999994 0.15442000000000003 -0.095634999999999998 -0.074569999999999984 -0.073029999999999984 -0.073314999999999991 -0.080884999999999999 -0.24151999999999998 -0.069939999999999988 0.077600000000000016 -0.01554 0.07988000000000002 0.11408000000000003 0.082745000000000027
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 10 8 -8 -7 -3 -6 13 15 14 -11 -13
right_child=-2 3 -4 -5 5 6 7 -9 -10 11 -12 12 -14 -15 -16 -17
leaf_value=0.00098042238486193995 -0.0020804674234312132 -0.00074332601951036749 0.0015864740616328107 0.00091476087930008319 6.3088931594233697e-05 -0.0002159176668594307 -0.0013099596470453174 -4.5055975890982365e-05 0.00094533393236330865 -4.3577910237607964e-05 0.001112231322425545 -0.00036228379718373089 0.00090253459418304389 -0.00077171990503598097 0.00040599177878856187 0.00041316314869497265
leaf_weight=47 52 53 69 47 47 52 65 190 66 2639 47 51 60 49 168 52
leaf_count=47 52 53 69 47 47 52 65 190 66 2639 47 51 60 49 168 52
internal_value=0 3.92246e-05 0.000289986 -7.38491e-06 0.000114351 2.54342e-05 -0.000116253 -0.000370693 0.000426659 -2.17598e-05 0.000596369 -8.82114e-06 0.000350676 -2.96253e-05 -1.63794e-05 2.12562e-05
internal_weight=0 3702 583 3119 514 467 373 255 118 3072 94 3019 163 2856 2807 103
internal_count=3754 3702 583 3119 514 467 373 255 118 3072 94 3019 163 2856 2807 103
is_linear=0
shrinkage=0.0995203


Tree=5859
num_leaves=16
num_cat=0
split_feature=20 18 17 17 1 18 27 26 5 18 6 26 0 6 2
split_gain=0.0196007 0.00351739 0.0203551 0.00494982 0.00595634 0.00962403 0.00574428 0.00463228 0.00408146 0.00551602 0.00339899 0.0074128 0.00374163 0.00242411 0.00182673
threshold=-0.41270499999999993 -0.093649999999999997 -0.015100000000000001 -0.56005499999999986 -0.49056499999999997 0.085685000000000025 -0.032854999999999995 -0.14224499999999998 0.06136500000000001 -0.10726999999999999 0.11642500000000001 0.096980000000000025 -0.084084999999999993 -0.074569999999999984 -0.085599999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -3 5 -5 -6 -2 14 13 12 -12 -8 -10 -9
right_child=1 3 -4 4 6 -7 10 8 9 -11 11 -13 -14 -15 -16
leaf_value=-0.0020106097523520461 0.00092811685553771694 -0.00086672871816861213 0.0018910954748173228 0.0017806791172592239 0.0010432348267209483 -0.00019870462478174271 4.2268465667753038e-05 -0.00016434344779402702 0.00059716339266666248 0.0010904487864773008 0.00090201100916020437 -0.00034488805852175098 -0.00019248506179304304 -0.00016814540858841895 -0.0010621969188824446
leaf_weight=47 53 65 67 48 50 48 1517 46 48 48 111 81 1202 274 49
leaf_count=47 53 65 67 48 50 48 1517 46 48 48 111 81 1202 274 49
internal_value=0 3.45078e-05 0.000258495 -7.20071e-06 1.08074e-05 0.00078246 -1.39343e-05 4.57485e-05 -5.30621e-05 9.44152e-05 -3.23737e-05 0.000371712 -6.1209e-05 -5.15197e-05 -0.000636064
internal_weight=0 3707 585 3122 3057 96 2961 518 465 370 2911 192 2719 322 95
internal_count=3754 3707 585 3122 3057 96 2961 518 465 370 2911 192 2719 322 95
is_linear=0
shrinkage=0.0995203


Tree=5860
num_leaves=19
num_cat=0
split_feature=28 17 18 2 2 3 6 2 26 18 17 26 9 17 18 17 2 2
split_gain=0.0140493 0.014177 0.00333047 0.0044003 0.0139206 0.0346287 0.00882297 0.00520589 0.00490745 0.0104692 0.00853743 0.0324601 0.01279 0.00407051 0.00375068 0.00329476 0.00296106 0.0049022
threshold=0.083225000000000021 -0.57205499999999987 -0.040349999999999997 -0.082644999999999982 -0.080604999999999996 0.091715000000000033 0.086420000000000011 -0.079954999999999984 0.091195000000000012 0.089775000000000021 -0.015100000000000001 0.088245000000000032 0.084835000000000022 -0.088734999999999994 -0.057764999999999997 -0.54752499999999993 0.096520000000000022 -0.068279999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 8 5 6 -5 -6 10 -10 12 -12 -4 -9 15 -3 17 -17
right_child=-2 2 3 4 7 -7 -8 13 9 -11 11 -13 -14 -15 -16 16 -18 -19
leaf_value=0.001655142513517602 0.0014279222704259545 -0.00054030847944909076 -0.00039844965065077658 0.00036808686450510335 0.00075800351002683092 -0.0027715334594365583 -0.00088960697256970547 -0.00055919295559977023 0.0013057602547390859 -0.00042444395856430892 9.5063829005423398e-05 -0.002611722296254186 0.0010477105892245887 -7.0182339311614838e-06 0.00075820372289881767 0.00017844652683995593 0.0007004770259982266 -0.00040948293297554526
leaf_weight=52 72 78 103 124 79 67 99 151 91 55 278 52 145 1090 88 843 83 168
leaf_count=52 72 78 103 124 79 67 99 151 91 55 278 52 145 1090 88 843 83 168
internal_value=0 2.36567e-05 0 -7.03384e-05 -0.000162202 -0.000786625 -0.000186591 -2.43983e-05 0.000132814 0.000648364 1.17161e-06 -0.00032898 0.000443787 -7.48644e-05 0.00013044 8.2606e-05 0.000127767 7.99393e-05
internal_weight=0 3646 3594 2334 1610 290 223 1320 724 146 578 330 248 1241 1260 1172 1094 1011
internal_count=3718 3646 3594 2334 1610 290 223 1320 724 146 578 330 248 1241 1260 1172 1094 1011
is_linear=0
shrinkage=0.0995203


Tree=5861
num_leaves=17
num_cat=0
split_feature=28 18 0 8 8 21 2 26 1 3 8 0 3 8 2 23
split_gain=0.0113917 0.0116345 0.00503615 0.00275881 0.0093825 0.0359249 0.0124663 0.00447748 0.0117866 0.0167482 0.00482688 0.00742151 0.00443411 0.00549194 0.0041414 0.00386085
threshold=0.083225000000000021 0.31690500000000005 -0.26289499999999993 -0.079854999999999995 -0.083849999999999994 0.089910000000000032 -0.070354999999999987 0.093835000000000016 -0.083284999999999984 0.090360000000000024 -0.070649999999999991 -0.080884999999999999 0.087325000000000028 -0.084554999999999991 -0.082234999999999989 -0.046924999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 12 6 -6 10 -9 -10 11 -5 14 -14 -4 -12
right_child=-2 -3 3 7 5 -7 -8 8 9 -11 15 -13 13 -15 -16 -17
leaf_value=-0.0010336592113351236 0.0012858151702165241 0.001576961898483981 4.7814157537279913e-05 -0.0003603231249076186 -0.00037704430292799214 -0.0030134789536132491 0.0012642590577928146 -0.0012869378701622887 0.0017788544105856088 -0.00014189845227988691 -0.00075668521921948284 0.00099071690778010715 0.00013437098181592137 0.0011593187064773416 -0.00050462666020711954 0.00016585050129631302
leaf_weight=46 72 47 361 53 334 49 53 75 50 444 47 158 748 56 212 913
leaf_count=46 72 47 361 53 334 49 53 75 50 444 47 158 748 56 212 913
internal_value=0 2.128e-05 7.36625e-07 1.43592e-05 -7.12846e-05 -0.000473825 -0.000150151 0.000104066 -0.000124043 5.08527e-05 0.000215606 0.000647476 5.55774e-05 0.000206779 -0.000155151 0.000119832
internal_weight=0 3646 3599 3553 1813 436 387 1740 569 494 1171 211 1377 804 573 960
internal_count=3718 3646 3599 3553 1813 436 387 1740 569 494 1171 211 1377 804 573 960
is_linear=0
shrinkage=0.0995203


Tree=5862
num_leaves=16
num_cat=0
split_feature=18 2 3 0 25 21 21 2 1 9 20 1 8 8 8
split_gain=0.00913056 0.0073769 0.0133502 0.00388128 0.0032033 0.00340654 0.0171578 0.0403301 0.00607271 0.00525817 0.0050345 0.00226007 0.0021096 0.00292325 0.00224068
threshold=0.31690500000000005 -0.112555 0.079570000000000016 -0.26289499999999993 0.085465000000000027 0.095375000000000029 0.091485000000000025 -0.079739999999999991 -0.047889999999999995 0.11296000000000002 -0.095634999999999998 -0.49056499999999997 -0.0066399999999999992 0.10649000000000002 -0.14546000000000001
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 9 -8 -7 -5 -10 -4 14 -14 -13
right_child=-2 3 11 4 -6 8 7 -9 10 -11 -12 12 13 -15 -16
leaf_value=0.0017559270088039515 0.0014200223863262678 -0.00093078916436232855 0.00062687630136649627 2.0898023705862504e-05 0.00073599447269950076 -0.00078815315376360134 -0.0034434399356052712 0.00016478341418599279 0.0012563259286298139 -0.00060724351730933907 0.00018828898269259754 -6.2117913263730158e-05 -0.00085818984187839553 0.00015773716564185147 0.00084372284949013469
leaf_weight=64 47 46 78 2288 56 58 49 81 48 140 544 62 51 60 46
leaf_count=64 47 46 78 2288 56 58 49 81 48 140 544 62 51 60 46
internal_value=0 2.35381e-05 0.000450833 -2.28169e-05 -9.76994e-06 -2.30435e-05 -7.49656e-05 -0.00118894 0.000180031 -1.49839e-05 0.000276269 0.000166845 0 -0.000301665 0.000316123
internal_weight=0 3671 361 3310 3264 3208 2558 130 650 2428 592 297 219 111 108
internal_count=3718 3671 361 3310 3264 3208 2558 130 650 2428 592 297 219 111 108
is_linear=0
shrinkage=0.0995203


Tree=5863
num_leaves=10
num_cat=0
split_feature=28 1 5 10 5 5 20 20 1
split_gain=0.00893708 0.00885627 0.0147228 0.00383215 0.00379809 0.0031895 0.00335966 0.0118008 0.0036719
threshold=0.083225000000000021 -0.50388999999999995 0.24444000000000005 0.09056500000000002 0.63223000000000018 -0.54885499999999998 -0.083404999999999993 -0.080869999999999984 0.00095500000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 8 -8 -7
right_child=-2 3 -4 -5 -6 6 7 -9 -10
leaf_value=-0.0002827679735837258 0.0011354996824955758 -0.00074426099632505572 0.0016360576964566686 0.00072193047797441349 -0.00086853972504285072 6.6706853701956032e-05 -0.00084659026080247178 3.8382224486000602e-06 0.00068377545033366713
leaf_weight=73 72 59 85 68 53 359 172 2645 132
leaf_count=73 72 59 85 68 53 359 172 2645 132
internal_value=0 1.54456e-05 0.000744331 -1.73368e-05 -3.22751e-05 -1.88683e-05 -5.68302e-06 -4.77965e-05 0.000234266
internal_weight=0 3646 158 3488 3420 3367 3308 2817 491
internal_count=3718 3646 158 3488 3420 3367 3308 2817 491
is_linear=0
shrinkage=0.0995203


Tree=5864
num_leaves=28
num_cat=0
split_feature=9 9 17 0 9 6 3 3 3 3 3 3 17 21 9 0 17 1 5 5 5 18 6 8 8 8 3
split_gain=0.00514784 0.00576539 0.0240256 0.00545436 0.00588114 0.00472637 0.00456998 0.0257162 0.00758309 0.00466408 0.00647082 0.00516683 0.00481451 0.00585333 0.0038284 0.00486511 0.00433009 0.00382438 0.0032409 0.0113236 0.0103898 0.00604542 0.0106441 0.00454474 0.0158305 0.00393268 0.0017096
threshold=0.084535000000000013 0.085405000000000023 -0.00067499999999999993 -0.087184999999999999 0.08486500000000001 0.11884000000000002 0.088055000000000022 0.087445000000000023 0.085845000000000019 0.090905000000000027 0.098000000000000018 0.10525500000000003 -0.24445500000000001 0.13276500000000005 0.084290000000000018 0.032270000000000014 -0.14813999999999997 -0.053299999999999993 -0.0078499999999999976 -0.010074999999999999 -0.0047599999999999995 -0.082304999999999989 0.10877500000000002 -0.077604999999999993 -0.079585000000000003 -0.073029999999999984 0.094185000000000033
decision_type=2 2 2 2 2 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 18 7 8 14 -8 26 -12 -13 -14 15 16 -1 -7 19 21 -20 -3 -23 24 -22 -25 -11
right_child=1 5 -4 4 -6 17 9 -9 -10 10 11 12 13 -15 -16 -17 -18 -19 20 -21 23 22 -24 25 -26 -27 -28
leaf_value=0.00071557999902950879 0.00071496507674129878 -0.0009123155446161416 0.0025745819323223333 -0.0011405098159720953 0.00029998138465879142 0.0010995265945057382 0.00075465030328152136 -0.0026428147898306491 0.00068875596634507589 -0.00039226504251160056 0.00073031087459962739 -0.00090591286074570186 -0.00012839295047950211 0.00088095349046617903 -0.0012022526219708297 -0.0010832086198976124 -0.00025325728298810621 8.5063236615856095e-05 -0.0014260859432781165 0.0016123295208244665 -1.7117141335158402e-05 9.8734288436338325e-07 0.0014115443188320326 0.00071110482503052236 -0.0018228118903928863 -1.9780849143911853e-05 -0.0012567864413876311
leaf_weight=53 70 65 46 55 56 69 71 46 82 48 89 63 376 67 47 60 321 83 61 46 247 1006 56 90 60 374 50
leaf_count=53 70 65 46 55 56 69 71 46 82 48 89 63 376 67 47 60 321 83 61 46 247 1006 56 90 60 374 50
internal_value=0 6.62895e-05 0.000543471 2.2754e-05 -0.000406401 1.56919e-05 -0.000175537 -0.000378947 -0.000192523 -1.23228e-05 -9.20829e-05 3.00079e-05 -9.15502e-05 2.24143e-05 -0.000344463 -0.000249683 -0.000113773 0.000550962 -2.44789e-05 8.16071e-05 -0.000175029 1.84022e-05 7.61379e-05 -7.49856e-05 -0.000372688 0.000120222 -0.000841701
internal_weight=0 2384 227 181 111 2157 1373 609 563 764 693 595 506 443 481 434 374 152 2005 1173 832 1127 1062 771 307 464 98
internal_count=3757 2384 227 181 111 2157 1373 609 563 764 693 595 506 443 481 434 374 152 2005 1173 832 1127 1062 771 307 464 98
is_linear=0
shrinkage=0.0995203


Tree=5865
num_leaves=30
num_cat=0
split_feature=20 21 2 20 1 21 9 22 2 2 1 18 18 21 1 18 0 9 0 2 20 18 19 21 18 0 2 18 5
split_gain=0.00835846 0.0071612 0.0109384 0.0309709 0.00711927 0.006177 0.00375371 0.00590804 0.00480849 0.0193945 0.0120245 0.00562724 0.0158426 0.00487731 0.00566708 0.0039794 0.0035974 0.0033617 0.00505019 0.00435125 0.00530852 0.00414477 0.00322903 0.00236418 0.00319619 0.00381616 0.00430867 0.0035392 0.00325261
threshold=-0.081189999999999998 0.084670000000000009 -0.086254999999999984 -0.08588999999999998 -0.008005 -0.064794999999999991 0.084380000000000024 0.10589000000000003 -0.022909999999999996 -0.086050000000000001 -0.01538 -0.0092699999999999987 -0.025879999999999997 0.10168500000000003 -0.50954999999999984 0.089365000000000014 -0.086474999999999996 0.089025000000000021 -0.080074999999999993 -0.082484999999999989 -0.085349999999999995 0.086800000000000016 -0.031244999999999998 0.12603000000000006 -0.087529999999999983 0.12433000000000002 -0.16295499999999999 -0.091109999999999983 0.51100000000000012
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 7 8 9 11 -11 12 -2 14 -10 -16 -13 19 -19 -3 21 -21 -8 24 27 26 -26 28 -24
right_child=6 17 4 -5 5 -7 22 -9 13 10 -12 16 -14 -15 15 -17 -18 18 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30
leaf_value=0.00017331427927547014 -0.00063169981226726484 -0.0008171369949957029 -0.00049320031988505102 0.0034184296803532578 0 0.0015786371938238341 -0.00075793195702755594 0.00059964849153061443 -0.0010832525241033892 -0.0022661019653973935 -0.00030061782445706315 0 0.0016178847534744263 -0.00085988889847229781 -3.4770903079980494e-05 0.00083125227749558629 -0.0012355905946112773 -0.00024493330712854961 0.00094847928579609264 0.00015180816968953718 0.00061149832372351417 -0.0011205564026497835 5.802802405632105e-05 0.00053493513092708563 -0.00092995197587111974 0.00091084407821509668 4.8185906464658543e-05 -0.00089658721294958691 -0.00081269640461783491
leaf_weight=81 66 79 88 46 53 46 56 75 46 85 50 48 58 81 413 60 46 63 77 53 91 47 208 81 46 49 1437 75 53
leaf_count=81 66 79 88 46 53 46 56 75 46 85 50 48 58 81 413 60 46 63 77 53 91 47 208 81 46 49 1437 75 53
internal_value=0 0.000283876 0.000641566 0.00135516 0.000152556 0.000734831 -9.23988e-05 -0.000247063 -0.000314557 -0.000606713 -0.00154421 -2.23987e-05 0.000413924 -0.000141308 -2.75816e-05 7.33534e-05 -0.000606682 7.94065e-06 0.000405596 -0.000195219 5.77278e-05 -0.000438017 -1.26914e-05 8.30133e-06 -1.40963e-05 4.64078e-05 1.72938e-05 -0.000292402 -0.000115649
internal_weight=0 724 314 127 187 99 3033 1028 953 353 135 218 124 600 519 473 94 410 140 270 191 100 2005 1949 1868 1532 1483 336 261
internal_count=3757 724 314 127 187 99 3033 1028 953 353 135 218 124 600 519 473 94 410 140 270 191 100 2005 1949 1868 1532 1483 336 261
is_linear=0
shrinkage=0.0995203


Tree=5866
num_leaves=30
num_cat=0
split_feature=20 21 21 3 3 3 3 8 0 20 21 4 8 3 1 19 1 26 3 1 3 5 20 21 26 8 26 8 21
split_gain=0.00687293 0.00684483 0.0183295 0.00467728 0.00460197 0.0133243 0.0217164 0.00709947 0.00477824 0.00435983 0.0058272 0.00571981 0.00505956 0.00558002 0.00423468 0.00428972 0.0041347 0.00385474 0.00363056 0.00346048 0.00273653 0.00406726 0.00393541 0.00642223 0.00256994 0.0139979 0.00354382 0.00327708 0.00213896
threshold=-0.074014999999999984 -0.014264999999999998 -0.064794999999999991 0.12389500000000002 0.088685000000000028 0.087675000000000017 0.087975000000000012 -0.08595499999999999 0.019150000000000004 -0.0058900000000000003 -0.083479999999999985 0.10495500000000003 -0.052214999999999998 0.10611500000000003 -0.50763499999999995 0.088935000000000028 -0.000195 0.099260000000000029 0.08920500000000002 -0.49056499999999997 0.11462500000000002 0.26676500000000009 -0.077044999999999988 0.093835000000000016 0.089275000000000021 -0.081534999999999982 0.088325000000000028 -0.094139999999999988 -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 2 2 2
left_child=1 2 28 20 5 8 -7 -8 24 10 -6 12 17 -14 -11 18 -17 -12 -16 -20 21 22 23 -3 26 -26 27 -2 -1
right_child=4 3 -4 -5 9 6 7 -9 -10 14 11 -13 13 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=0.00038595328450657083 -0.0005729538696496719 8.7457666376375439e-05 0.0019572439556365881 0.00083062148525244362 -0.0013188383652704525 -0.0029017287696476912 0.00046829892575480237 -0.0011177369416761739 -0.00085918309140309789 -0.00067190491498027381 -0.00043088748740019445 0.00061181093392971922 -0.0015057194493662504 -0.0001315954954250288 0.00090724656155837999 -0.0011245203482558759 0.00014275268742392809 0.00077899769332986533 0.00084981272221826818 9.2948181050637066e-05 -0.0005408914196106489 0.00075434732244497073 0.00083219167711201308 -0.00071942766660684104 0.001095815303584292 -0.00099438678581766494 -0.00087466002280656933 4.4848646041478162e-05 -0.00037388094550062749
leaf_weight=82 101 398 75 72 49 47 54 57 78 69 58 74 61 59 65 51 49 47 64 1021 85 74 48 129 89 49 57 529 66
leaf_count=82 101 398 75 72 49 47 54 57 78 69 58 74 61 59 65 51 49 47 64 1021 85 74 48 129 89 49 57 529 66
internal_value=0 0.000201167 0.000689531 6.50329e-05 -0.000100606 -0.000262634 -0.00110636 -0.000338777 -0.000114099 2.02919e-06 -0.000310803 -0.000142868 -0.000394712 -0.000836931 8.51863e-05 0.000127633 -0.000495371 0.000102884 0.000182519 0.000138347 -8.95043e-06 5.94569e-05 -2.85488e-05 -0.0001085 -4.26624e-05 0.00034771 -0.000122269 -5.28965e-05 4.1577e-05
internal_weight=0 1029 223 806 2728 1061 158 111 903 1667 348 299 225 120 1319 1250 100 105 1150 1085 734 649 575 527 825 138 687 630 148
internal_count=3757 1029 223 806 2728 1061 158 111 903 1667 348 299 225 120 1319 1250 100 105 1150 1085 734 649 575 527 825 138 687 630 148
is_linear=0
shrinkage=0.0995203


Tree=5867
num_leaves=10
num_cat=0
split_feature=12 10 23 12 1 1 5 5 9
split_gain=0.0036358 0.00429531 0.00326473 0.00282088 0.0037695 0.0201886 0.0135889 0.00394108 0.00314889
threshold=0.098385000000000028 0.091870000000000021 0.086650000000000019 -0.072134999999999991 -0.010395 -0.0088199999999999997 -0.097345000000000001 -0.082179999999999989 -0.147755
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 -8 -7
right_child=-2 -3 -4 4 5 8 7 -9 -10
leaf_value=-0.0006408932538231549 -0.00084241551080933245 0.00082378994972482212 -0.00075260934134234805 -0.0012801261257074077 0.0018203503221025689 0.00085718569908834971 0.00040156314153635714 -6.8465596833879454e-05 1.7828775005585182e-05
leaf_weight=68 52 61 59 89 67 46 195 1861 1259
leaf_count=68 52 61 59 89 67 46 195 1861 1259
internal_value=0 -4.12865e-06 -1.82125e-05 -5.89788e-06 6.14679e-06 0.000135188 -7.60098e-05 -2.34879e-05 4.80426e-05
internal_weight=0 3705 3644 3585 3517 1372 2145 2056 1305
internal_count=3757 3705 3644 3585 3517 1372 2145 2056 1305
is_linear=0
shrinkage=0.0995203


Tree=5868
num_leaves=11
num_cat=0
split_feature=18 5 4 0 5 36 12 17 17 26
split_gain=0.00788684 0.00554232 0.003966 0.00313324 0.00378122 0.00240203 0.00382275 0.00249216 0.00490294 0.00338578
threshold=0.24916000000000005 -0.043449999999999996 0.15221500000000004 -0.23058999999999999 -0.099349999999999994 0.090760000000000021 -0.0088449999999999987 0.0041300000000000009 -0.065699999999999995 0.11624000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -5 8 -8 -9
right_child=1 -3 -4 5 -6 -7 7 9 -10 -11
leaf_value=0 -0.001714677912093684 -0.00016497459842950012 0.0008298719916834793 0.00085372328096715321 0.0011507694774337668 -0.00064357918558895038 -0.00011551483255438841 -0.00010094593259282656 0.00017211167190093175 -0.00065233973158970423
leaf_weight=69 46 48 55 48 49 64 1293 849 1074 128
leaf_count=69 46 48 55 48 49 64 1293 849 1074 128
internal_value=0 -0.000932049 -8.4217e-06 -2.15512e-05 0.000482218 -3.89885e-05 -2.73398e-05 -4.02315e-05 1.46467e-05 -0.000174024
internal_weight=0 94 3629 3574 118 3456 3392 3344 2367 977
internal_count=3723 94 3629 3574 118 3456 3392 3344 2367 977
is_linear=0
shrinkage=0.0995203


Tree=5869
num_leaves=11
num_cat=0
split_feature=18 9 4 0 4 36 12 17 17 3
split_gain=0.00640859 0.00622917 0.00321589 0.0025459 0.00316474 0.00194714 0.00310033 0.00202256 0.00397583 0.00343298
threshold=0.24916000000000005 0.091965000000000033 0.15221500000000004 -0.23058999999999999 0.095805000000000015 0.090760000000000021 -0.0088449999999999987 0.0041300000000000009 -0.065699999999999995 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -5 8 -8 -9
right_child=1 -3 -4 5 -6 -7 7 9 -10 -11
leaf_value=0.0010255333977278879 -0.0016681455951077701 -2.9614972747641986e-05 0.00074728294502173225 0.00076876058050217569 -2.8898591065813104e-06 -0.00057953004289711878 -0.00010401875681282536 -0.00086918378403063831 0.00015498306145982066 -0.00010678874792269401
leaf_weight=51 46 48 55 48 67 64 1293 63 1074 914
leaf_count=51 46 48 55 48 67 64 1293 63 1074 914
internal_value=0 -0.000840158 -7.54703e-06 -1.93921e-05 0.000434661 -3.51319e-05 -2.46189e-05 -3.6252e-05 1.31546e-05 -0.000156788
internal_weight=0 94 3629 3574 118 3456 3392 3344 2367 977
internal_count=3723 94 3629 3574 118 3456 3392 3344 2367 977
is_linear=0
shrinkage=0.0995203


Tree=5870
num_leaves=11
num_cat=0
split_feature=18 7 5 2 9 18 17 5 3 17
split_gain=0.00530202 0.00282397 0.00171364 0.0029456 0.00507168 0.00268952 0.00188082 0.00303202 0.00682866 0.00195898
threshold=0.26473000000000008 -0.22253999999999999 0.51100000000000012 -0.074304999999999996 0.096830000000000013 -0.25748499999999996 -0.55286000000000002 0.26411500000000004 0.096510000000000026 -0.0073949999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 -7 9 -9 -8
right_child=-2 2 3 -5 -6 6 7 8 -10 -11
leaf_value=0.00072623207010758558 -0.00085437128272962599 0.00069480466712387831 -0.00054920762357554853 -0.00076098060937869526 0.00066907811484009352 0.00059822461664232386 8.7790674409675754e-05 -0.00093844833750614937 0.00027339122988045034 -7.1380333100941901e-05
leaf_weight=51 75 54 76 82 61 49 1403 106 80 1686
leaf_count=51 75 54 76 82 61 49 1403 106 80 1686
internal_value=0 -8.712e-06 -1.936e-05 -0.000289162 -7.83813e-07 -1.62605e-06 -1.31862e-05 -2.2584e-05 -0.000412826 6.48899e-07
internal_weight=0 3648 3597 219 137 3378 3324 3275 186 3089
internal_count=3723 3648 3597 219 137 3378 3324 3275 186 3089
is_linear=0
shrinkage=0.0995203


Tree=5871
num_leaves=14
num_cat=0
split_feature=18 2 4 2 5 5 5 6 5 26 1 1 2
split_gain=0.00434227 0.00662606 0.00257782 0.00195785 0.00201155 0.00848552 0.00629892 0.00416935 0.0122817 0.00448198 0.00359302 0.00436077 0.00380195
threshold=0.24916000000000005 -0.079555000000000001 0.15221500000000004 0.42136500000000005 -0.041054999999999994 -0.034484999999999995 -0.052494999999999993 0.098855000000000012 -0.080724999999999991 0.11746500000000003 0.058455000000000014 0.051820000000000012 -0.072419999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 9 -9 -1 11 -7 -12
right_child=1 -3 -4 -5 5 10 -8 8 -10 -11 12 -13 -14
leaf_value=2.6404557266019574e-05 -0.0015282072168959278 0.00012834068479373212 0.00066997751476940461 -0.00065473672953084963 -0.0013668831670408312 -3.382426177832257e-05 0.0011251547839809632 0.00037961224322793376 -0.0016542964029949601 0.00062268485713029445 -0.001260471556154708 0.00094705901498264358 0
leaf_weight=1190 47 47 55 47 49 1833 55 65 53 140 48 46 48
leaf_count=1190 47 47 55 47 49 1833 55 65 53 140 48 46 48
internal_value=0 -0.000691225 -5.81421e-06 -1.6443e-05 -7.7051e-06 -7.26827e-05 7.92516e-05 3.89592e-05 -0.000526986 8.97864e-05 -4.01589e-05 -9.37546e-06 -0.000634152
internal_weight=0 94 3629 3574 3527 2024 1503 1448 118 1330 1975 1879 96
internal_count=3723 94 3629 3574 3527 2024 1503 1448 118 1330 1975 1879 96
is_linear=0
shrinkage=0.0995203


Tree=5872
num_leaves=30
num_cat=0
split_feature=1 2 2 3 26 18 18 18 3 3 26 21 20 2 26 3 19 0 26 3 26 2 3 21 1 1 20 2 2
split_gain=0.0100963 0.0125748 0.0308481 0.0213059 0.0100037 0.00944002 0.00777814 0.0121911 0.00953584 0.00845596 0.00822468 0.00651548 0.00716007 0.00579194 0.00542721 0.00542067 0.00569475 0.00369132 0.00537427 0.0149919 0.00762594 0.0033433 0.00417814 0.00861266 0.00385629 0.00401838 0.00291146 0.00250666 0.00199677
threshold=-0.0090649999999999984 -0.07934999999999999 -0.080695000000000003 0.084065000000000015 -0.025024999999999999 0.26090000000000008 -0.015069999999999998 -0.020389999999999998 0.084145000000000011 0.083875000000000019 0.086580000000000032 0.091635000000000022 -0.085594999999999991 -0.078244999999999995 -0.14224499999999998 0.085355000000000028 0.10345000000000003 -0.088329999999999992 0.091275000000000023 0.091865000000000016 0.089880000000000029 -0.058894999999999996 0.11225500000000002 0.10311000000000002 0.00095500000000000023 0.007210000000000002 -0.040959999999999996 -0.045109999999999997 -0.080604999999999996
decision_type=2 2 2 2 2 2 2 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 14 6 7 8 -1 10 -8 12 -6 -3 -5 -10 -17 28 20 -20 -19 22 23 26 -23 -26 -15 -27 -11
right_child=1 13 -4 4 11 -7 9 -9 15 17 -12 -13 -14 21 -16 16 -18 18 19 -21 -22 24 -24 -25 25 27 -28 -29 -30
leaf_value=-0.0011977765255802013 0.0022700223534397237 -0.0011032744286806377 0.0025241259050842817 -0.00010332346152803858 0.0012236152951142099 -0.0014600706381123823 0.00023438890159212589 -0.001641989145219842 0.000702241343812361 -0.00090877026879369448 0.0018563137171187238 0.0013811515309390364 -0.0001278254878756199 0.00096695395645795146 -0.0015688086842586934 -0.0002403626790728272 0.00088142718365216851 0.00012222709272037853 -0.0012406691993786798 0.00024139201839327765 0.0013397455681751365 0.00061689993246356401 0.0010079905342087268 -0.0010199139410102848 -0.0010528626088784617 -0.00075252103870409638 0 -1.0979125309092581e-05 -0.00012858184550177553
leaf_weight=88 48 46 71 55 48 52 88 62 74 63 49 50 200 69 48 867 47 440 103 195 58 71 70 49 46 50 53 492 73
leaf_count=88 48 46 71 55 48 52 88 62 74 63 49 50 200 69 48 867 47 440 103 195 58 71 70 49 46 50 53 492 73
internal_value=0 0.00020186 0.000595028 0.000288158 4.88858e-05 -0.00013351 -0.000101884 -0.000283136 -0.000204077 9.03021e-05 0.000820469 0.000343041 0.000130443 -1.33924e-05 -0.000794216 -0.000114741 -0.000181782 -1.6151e-05 6.48069e-05 -0.000268117 0.00026567 4.14031e-05 0.000359169 8.87818e-05 -7.35633e-05 -0.000158328 0.000540788 -8.08975e-05 -0.000496012
internal_weight=0 1466 520 449 401 2259 2207 1138 1076 1069 137 298 248 946 103 988 914 932 796 298 498 900 241 171 659 588 122 542 136
internal_count=3725 1466 520 449 401 2259 2207 1138 1076 1069 137 298 248 946 103 988 914 932 796 298 498 900 241 171 659 588 122 542 136
is_linear=0
shrinkage=0.0995203


Tree=5873
num_leaves=30
num_cat=0
split_feature=6 6 18 28 3 0 2 2 2 17 2 6 2 0 0 0 2 20 20 21 3 7 8 9 20 3 7 20 21
split_gain=0.00995749 0.0126571 0.0086699 0.00730835 0.00583248 0.0116336 0.00588882 0.00960001 0.0177251 0.00793531 0.0155293 0.00784222 0.0050687 0.0043915 0.0153186 0.043742 0.00822463 0.0123231 0.00696904 0.00592144 0.00460095 0.00312703 0.00518586 0.00548915 0.00291355 0.00536411 0.00294918 0.00344241 0.00285377
threshold=0.082060000000000022 0.08463500000000003 0.15891500000000006 0.083225000000000021 0.084235000000000018 -0.086474999999999996 -0.08237499999999999 -0.084869999999999987 -0.083974999999999994 0.40057000000000009 -0.070354999999999987 0.087075000000000027 -0.081445000000000004 -0.085144999999999985 -0.089164999999999994 -0.088174999999999989 -0.086304999999999993 -0.060199999999999997 -0.083495 0.095695000000000016 0.088115000000000013 0.056805000000000015 0.068430000000000019 0.095950000000000021 -0.089994999999999992 0.094970000000000013 -0.009689999999999999 -0.011659999999999998 0.10366000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 13 5 -3 7 11 -9 12 -11 -6 -8 14 24 -16 -17 -18 19 20 -15 22 28 -24 25 -1 -26 -28 -20
right_child=1 2 -4 -5 6 -7 9 8 -10 10 -12 -13 -14 18 15 16 17 -19 21 -21 -22 -23 23 -25 26 -27 27 -29 -30
leaf_value=0.0011232902380484216 -0.0017216401076495381 -0.00021259046150489715 -0.0011847428552636565 0.0011421286236272799 -0.0012856598378310879 0.001661529940804441 0.00085062087860946368 -0.002615988337964479 -0.00035450604803597329 -0.0018347573372748712 0.00035980895672844807 0.00013095120729955553 4.6079500541127085e-05 -0.0009940047986309584 0.0034701233421545949 0.0011149339073700999 -0.0014660277442298478 0.00071629527321334619 9.9472520102512662e-06 -0.0014943826516911063 0.00019634409898470155 0.00083033236682051855 5.3676038901154717e-05 -0.0011121858176472645 -0.00077676144685016803 -0.00016670069320725241 -0.00016661175447120838 0.00025166115655789694 0.00045994396019606571
leaf_weight=66 53 82 76 68 46 54 94 50 113 61 66 241 459 51 53 58 51 51 505 53 85 50 83 75 47 60 402 377 195
leaf_count=66 53 82 76 68 46 54 94 50 113 61 66 241 459 51 53 58 51 51 505 53 85 50 83 75 47 60 402 377 195
internal_value=0 -0.000211699 -0.000151456 0.000124487 -8.87796e-05 0.000525527 -0.000163438 -0.000442797 -0.00105324 2.02274e-05 -0.000687828 -9.32493e-05 0.000184317 9.35333e-05 0.000228216 0.000991385 0.000165186 -0.000366841 -4.87523e-05 -0.000598981 -0.000244018 6.48761e-05 1.93149e-05 -0.000494558 5.66055e-05 0.000502512 -1.04231e-05 3.47621e-05 0.000136473
internal_weight=0 1395 1342 2330 1266 136 1130 450 163 680 127 287 553 2262 1165 213 160 102 1097 189 136 908 858 158 952 126 826 779 700
internal_count=3725 1395 1342 2330 1266 136 1130 450 163 680 127 287 553 2262 1165 213 160 102 1097 189 136 908 858 158 952 126 826 779 700
is_linear=0
shrinkage=0.0995203


Tree=5874
num_leaves=24
num_cat=0
split_feature=6 6 18 28 26 26 18 8 18 9 1 1 9 18 2 20 9 2 23 6 1 8 20
split_gain=0.00808289 0.0102601 0.00702879 0.00592331 0.00491375 0.0318707 0.00470224 0.0262038 0.00787743 0.00776261 0.00682116 0.00859963 0.00608814 0.00464454 0.00714923 0.00459198 0.0048272 0.00751918 0.00373736 0.00284907 0.00555573 0.0047624 0.00245323
threshold=0.082060000000000022 0.08463500000000003 0.15891500000000006 0.083225000000000021 0.086685000000000026 0.087960000000000024 -0.016464999999999997 -0.085764999999999994 -0.011569999999999999 0.083995000000000028 -0.090374999999999997 -0.08616 0.086965000000000028 -0.16980499999999998 -0.071629999999999985 -0.079864999999999992 0.11351500000000002 -0.0043799999999999993 0.086650000000000019 -0.46637499999999998 0.50230500000000011 -0.080445000000000003 -0.083404999999999993
decision_type=2 2 2 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 13 -6 7 -3 -8 -9 -10 -12 -11 14 -1 22 17 -17 19 21 -21 -15 -7
right_child=1 2 -4 -5 5 15 8 9 10 12 11 -13 -14 18 -16 16 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.0012669428758975488 -0.0015503022431818381 -0.002474472677819761 -0.0010668370283272535 0.0010284637457687643 0.0020985786689397224 -4.6363699109436137e-05 0.0010566562150667719 0.0011058046815673485 -0.00090013906921724781 -0.00085814319352252484 0.0012193888895579001 -3.7691231491300713e-05 0 0.00023850773461158968 0.00030326459571426847 0.00015260721212864058 -0.00060506035273708144 0.0014683104572613273 -0.00072554101202090815 7.1686571073072109e-05 0.0011541661483866954 -0.0010020210106802385 -0.00098984184650364147
leaf_weight=69 53 50 76 68 86 57 74 49 78 109 60 521 325 59 48 373 66 49 61 1227 49 62 56
leaf_count=69 53 50 76 68 86 57 74 49 78 109 60 521 325 59 48 373 66 49 61 1227 49 62 56
internal_value=0 -0.000190689 -0.000136383 0.000112203 8.42969e-05 0.000306435 -7.98799e-05 -0.000305133 8.27958e-05 -7.88687e-05 -2.53181e-05 9.07188e-05 -0.000214508 -1.20781e-05 -0.000615759 4.86266e-05 0.000182245 0.000307318 3.5804e-05 6.96341e-05 0.000113897 -0.00039037 -0.000521173
internal_weight=0 1395 1342 2330 2262 687 1266 533 733 483 659 581 434 1575 117 601 488 422 1458 1397 1276 121 113
internal_count=3725 1395 1342 2330 2262 687 1266 533 733 483 659 581 434 1575 117 601 488 422 1458 1397 1276 121 113
is_linear=0
shrinkage=0.0995203


Tree=5875
num_leaves=24
num_cat=0
split_feature=17 17 18 17 27 3 3 18 5 5 1 1 8 3 21 21 21 8 3 19 8 9 9
split_gain=0.00678912 0.0573645 0.0189632 0.0115947 0.0109839 0.00550054 0.0233629 0.0182237 0.0195854 0.00523082 0.00433768 0.00589104 0.00481798 0.0041406 0.00373449 0.00966281 0.00571006 0.00532012 0.0105111 0.00416057 0.00332079 0.00321494 0.00606516
threshold=-0.010655 -0.013125 -0.095799999999999982 -0.0088649999999999996 0.089725000000000013 0.087625000000000022 0.088055000000000022 -0.010395 -0.010424999999999999 0.054660000000000007 -0.081594999999999987 -0.079434999999999992 -0.087129999999999999 0.088745000000000032 0.089350000000000027 0.087625000000000022 0.095695000000000016 -0.00076499999999999995 0.11492500000000001 0.0069650000000000016 -0.070134999999999989 0.10864500000000002 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 2 2
left_child=1 4 -2 -4 14 7 -7 8 -5 13 12 -12 -9 -8 15 21 20 19 -19 -18 -16 22 -1
right_child=2 -3 3 5 -6 6 9 10 -10 -11 11 -13 -14 -15 16 -17 17 18 -20 -21 -22 -23 -24
leaf_value=-2.3131941799971502e-05 -0.0018742991812894362 0.0031624553226504972 -0.0014858370040001471 0.0027624026901961721 0.0011721999239541871 -0.0022924447120429205 0.000870108271197257 -6.2265520498498689e-07 2.7727110651657122e-05 -0.00078534523208543183 0.0011313352220229632 -7.186341202381608e-05 -0.0013734053856519664 -3.8372255732657115e-05 0.0012085405419658508 -0.0013487309841879798 0.00046962705220449108 -0.0015911643910453256 0.00030221652503847939 -0.0005502672029727262 0.00020721151761167044 0.00066867980538465018 -0.00093048361142488735
leaf_weight=987 60 60 56 53 80 48 52 59 52 90 49 222 46 1116 74 60 196 53 63 49 63 58 79
leaf_count=987 60 60 56 53 80 48 52 59 52 90 49 222 46 1116 74 60 196 53 63 49 63 58 79
internal_value=0 0.000136191 -0.00013258 -7.54329e-05 3.26755e-05 -3.07763e-05 -0.000137148 0.000256339 0.00141588 -5.42598e-05 -6.52933e-05 0.000142669 -0.000609829 1.37295e-06 -2.10364e-05 -0.000117651 0.000207021 0 -0.000555806 0.000262307 0.000754051 -5.12064e-05 -9.11427e-05
internal_weight=0 1822 1903 1843 1762 1787 1306 481 105 1258 376 271 105 1168 1682 1184 498 361 116 245 137 1124 1066
internal_count=3725 1822 1903 1843 1762 1787 1306 481 105 1258 376 271 105 1168 1682 1184 498 361 116 245 137 1124 1066
is_linear=0
shrinkage=0.0995203


Tree=5876
num_leaves=26
num_cat=0
split_feature=8 8 18 26 26 5 18 9 18 2 2 2 4 4 2 9 9 9 4 4 4 19 21 2 21
split_gain=0.00854674 0.00930272 0.0156635 0.0226503 0.0109137 0.00894895 0.00297668 0.0105819 0.00663589 0.00415805 0.00616729 0.00554744 0.00260009 0.00690865 0.00707008 0.00604939 0.0138191 0.00494393 0.0144989 0.00586867 0.00512769 0.00405312 0.00392562 0.00332943 0.00326607
threshold=-0.084554999999999991 -0.08595499999999999 -0.011039999999999999 0.084735000000000019 0.10665000000000002 -0.053109999999999997 -0.08428999999999999 0.083875000000000019 -0.019539999999999998 -0.08237499999999999 -0.080555000000000002 -0.084869999999999987 0.087155000000000024 0.083685000000000023 0.0021050000000000005 0.085335000000000022 0.084645000000000012 0.11351500000000002 0.13424500000000003 0.12205500000000002 0.090805000000000011 0.13265500000000005 -0.015724999999999999 -0.086169999999999983 0.09266000000000002
decision_type=2 2 2 2 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 6 -6 7 -1 -8 11 -11 -10 13 14 15 16 23 18 19 20 -14 22 -17 -2 -22
right_child=12 2 -4 -5 5 -7 8 -9 9 10 -12 -13 17 -15 -16 21 -18 -19 -20 -21 24 -23 -24 -25 -26
leaf_value=-0.00037398366319703048 -0.00024331436896304131 -9.3286304765738228e-05 0.00022707971623401634 -0.0030997003673818128 -0.00025461548095679471 -0.0021208811039473909 -0.0010134366493877315 0.001458871814798286 -5.9213450816039315e-05 -0.00071882756769602312 1.6177438304070753e-05 0.00084906481534185823 -0.00099006645087853628 0.0011502728978923606 -0.00077479749593744045 -0.00051536953003010336 0.0019034451473686831 -0.0010266684333478013 0.001323109468678609 -0.0011167414399358665 0.00022479923494599891 0.00075710910400020098 8.0621016320765173e-05 0.00057245027355767506 -0.00056979501421431159
leaf_weight=71 93 47 69 54 58 47 72 55 165 150 451 110 52 65 86 120 61 52 70 62 269 80 1230 104 63
leaf_count=71 93 47 69 54 58 47 72 55 165 150 451 110 52 65 86 120 61 52 70 62 269 80 1230 104 63
internal_value=0 -0.000229198 -0.000918235 -0.00170878 -0.000129152 -0.00109779 -3.36904e-05 0.000419576 -9.47982e-05 -1.83591e-05 -0.000165906 0.000301121 8.36331e-05 0.000141304 0.000103874 0.000149125 0.000593088 -0.000101647 -6.84091e-06 -0.000217413 -7.00771e-05 6.84533e-05 2.70377e-05 0.000183188 7.1552e-05
internal_weight=0 1349 170 101 1179 105 1074 126 948 876 601 275 2407 1839 1774 1688 258 568 516 446 384 1430 1350 197 332
internal_count=3756 1349 170 101 1179 105 1074 126 948 876 601 275 2407 1839 1774 1688 258 568 516 446 384 1430 1350 197 332
is_linear=0
shrinkage=0.0995203


Tree=5877
num_leaves=28
num_cat=0
split_feature=8 8 1 1 6 9 3 1 8 19 8 21 21 21 1 3 3 21 3 21 3 8 8 3 6 9 6
split_gain=0.00701186 0.00844836 0.00654146 0.0192116 0.0221935 0.00433259 0.00551916 0.00535473 0.00359251 0.00346335 0.00322386 0.00296155 0.00592744 0.00394055 0.00273123 0.00297005 0.00389905 0.00465999 0.00533963 0.00334524 0.0119336 0.0047723 0.00303271 0.0027178 0.00233926 0.00442347 0.0022854
threshold=-0.082419999999999993 -0.082094999999999987 -0.080844999999999986 -0.085184999999999997 0.088750000000000023 0.083715000000000026 0.083725000000000022 -0.089819999999999997 -0.088874999999999996 0.078135000000000024 -0.088874999999999996 -0.091104999999999992 -0.076335 -0.013044999999999999 -0.07825 0.087570000000000023 0.08802500000000002 -0.085574999999999998 0.088845000000000021 0.085855000000000029 0.086335000000000023 -0.094139999999999988 -0.08731499999999999 -0.02172 0.038300000000000008 0.086315000000000017 -0.07664
decision_type=2 2 2 2 2 2 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 10 6 -1 8 -7 11 -5 -3 -13 -14 -4 19 -17 -18 -19 20 21 -16 -21 -15 25 -11 -27
right_child=1 9 14 4 -6 7 -8 -9 -10 24 -12 12 13 23 15 16 17 18 -20 22 -22 -23 -24 -25 -26 26 -28
leaf_value=0.00032512424030421954 0.001286747996280262 -0.00067094465083872398 0.00047412468161082781 0 -0.0030049460697398208 0.00024416061379182031 -0.00099092642907901564 0.00078548967348036024 -0.00086478078637165843 -0.00034354901038575976 -0.0011028721774449858 0.0010608650614507122 -0.00075812679403552627 -0.00072158637444115937 -0.00066225896335552338 0.00089349693003825314 0.00086609986645155336 -0.0010882127125612876 -3.0621061813090715e-05 -0.00038173692426946568 -0.0018059483945317119 0.00062626249128946456 0.00059574035948507158 5.3338470091403138e-05 0.00098279450072205599 0.00026179113095806881 0.0011747303853422539
leaf_weight=49 57 61 91 55 55 67 85 93 50 77 50 54 65 46 60 47 51 52 544 75 58 54 54 1631 55 74 46
leaf_count=49 57 61 91 55 55 67 85 93 50 77 50 54 65 46 60 47 51 52 544 75 58 54 54 1631 55 74 46
internal_value=0 9.05156e-05 -0.00018461 -0.000481097 -0.00138228 -5.95644e-05 -0.000503575 0.000219858 -0.000222749 5.77968e-05 -0.000524507 1.03638e-05 3.39599e-05 1.65701e-06 -4.62598e-05 -9.46756e-05 1.74379e-05 -4.49364e-05 -0.000124268 -0.000355889 -0.000643386 -4.47258e-05 2.10937e-05 3.15942e-05 0.000404084 0.00023836 0.000618573
internal_weight=0 2166 1590 504 160 344 134 210 117 2109 105 1857 1796 1742 1086 995 694 647 596 301 172 114 129 1677 252 197 120
internal_count=3756 2166 1590 504 160 344 134 210 117 2109 105 1857 1796 1742 1086 995 694 647 596 301 172 114 129 1677 252 197 120
is_linear=0
shrinkage=0.0995203


Tree=5878
num_leaves=36
num_cat=0
split_feature=8 26 3 2 2 6 5 3 5 17 17 26 1 17 3 3 3 2 4 17 2 18 17 17 5 2 2 6 17 8 1 1 17 1 21
split_gain=0.00580587 0.00771174 0.0191807 0.0429641 0.00661957 0.00611293 0.00528413 0.00381213 0.0150912 0.0149948 0.00466654 0.00774671 0.0072075 0.00657692 0.00450885 0.00500235 0.00368837 0.00363004 0.00566499 0.00338893 0.00743094 0.0131985 0.00520603 0.00508213 0.00403135 0.00391995 0.0132525 0.0033793 0.00696614 0.007497 0.00383813 0.00326804 0.00236054 0.00149741 0.00119065
threshold=-0.084554999999999991 0.088115000000000013 0.087975000000000012 -0.082794999999999994 -0.078289999999999985 0.089810000000000015 -0.082179999999999989 0.087045000000000025 0.037395000000000005 -0.16408999999999999 -0.0092949999999999994 0.085465000000000027 0.0033150000000000007 0.0021900000000000005 0.087625000000000022 0.08802500000000002 0.088685000000000028 -0.0072299999999999994 0.09939000000000002 -0.0030799999999999998 -0.087444999999999995 -0.011039999999999999 0.11639500000000001 -0.059294999999999994 -0.087105000000000002 -0.081559999999999994 -0.084385000000000002 -0.088734999999999994 -0.10071499999999999 -0.087374999999999994 -0.0083149999999999995 -0.17548999999999998 -0.088734999999999994 -0.016029999999999999 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -3 5 -4 -6 8 10 -10 11 32 13 -12 -9 -16 -17 31 -19 23 -21 -22 24 27 -23 26 -25 30 29 -29 -1 -18 -2 -30 -24
right_child=7 2 4 -5 6 -7 -8 14 9 -11 12 -13 -14 -15 15 16 17 18 -20 20 21 22 34 25 -26 -27 -28 28 33 -31 -32 -33 -34 -35 -36
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leaf_weight=50 53 46 66 81 81 57 63 62 49 60 49 51 83 61 53 78 144 144 168 65 54 154 46 85 55 82 53 74 49 49 47 1292 60 46 46
leaf_count=50 53 46 66 81 81 57 63 62 49 60 49 51 83 61 53 78 144 144 168 65 54 154 46 85 55 82 53 74 49 49 47 1292 60 46 46
internal_value=0 -0.000188568 -0.000559163 -0.00156632 -7.70381e-05 0.000455536 -0.00053763 6.92541e-05 0.000324906 0.00134991 9.656e-06 -0.000378306 0.000343565 0.000873992 7.45475e-06 3.54253e-05 7.30907e-06 3.76306e-05 -0.000269314 -3.48164e-05 -0.000247081 -0.000427658 -0.000167643 0.000130291 -0.000444226 0.000498068 0.00082218 -0.00012397 -0.000343336 0.000145291 0.000360597 0.000104891 7.43406e-05 -0.000984596 0.000451784
internal_weight=0 1349 394 127 267 123 144 2407 466 109 357 164 193 110 1941 1879 1826 1748 312 955 420 355 301 535 209 220 138 315 218 123 97 1436 113 95 92
internal_count=3756 1349 394 127 267 123 144 2407 466 109 357 164 193 110 1941 1879 1826 1748 312 955 420 355 301 535 209 220 138 315 218 123 97 1436 113 95 92
is_linear=0
shrinkage=0.0995203


Tree=5879
num_leaves=19
num_cat=0
split_feature=9 1 1 1 1 26 26 18 2 2 2 2 6 6 6 18 18 2
split_gain=0.00534871 0.00405387 0.00947145 0.00722515 0.0258443 0.00583193 0.0093182 0.0148185 0.0035469 0.00745348 0.00303119 0.00417833 0.00373221 0.01385 0.00385882 0.00293477 0.00596688 0.00135891
threshold=-0.37999999999999995 -0.09225499999999999 -0.096749999999999989 -0.083284999999999984 -0.084759999999999988 0.089725000000000013 0.085855000000000029 -0.019539999999999998 0.12875500000000004 0.096520000000000022 0.31326500000000007 0.14685000000000001 0.091615000000000016 0.093595000000000025 0.090460000000000026 -0.057764999999999997 -0.10082999999999999 -0.090919999999999987
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 4 5 6 -3 -8 9 15 11 12 14 -14 -5 16 -2 -17
right_child=1 3 -4 10 -6 -7 7 -9 -10 -11 -12 -13 13 -15 -16 17 -18 -19
leaf_value=-0.00093761078095567585 7.9911587411341805e-05 0.00058188532296771895 0.0012933208125692252 -3.2894929817892508e-05 -0.0022020477780595577 0.00062603729299092403 -0.0021906885204225459 -5.667184333583377e-05 -0.00066388721442420988 0.0011538631797771736 0.00057547825617903006 -0.00088143240822271141 0.0017684552061178684 6.5276145975021529e-05 -0.00087143585345905066 7.211684198422213e-05 -0.0012200879129654189 0.00058448874898165868
leaf_weight=62 113 71 73 2012 69 86 50 93 56 66 89 54 53 451 56 177 50 75
leaf_count=62 113 71 73 2012 69 86 50 93 56 66 89 54 53 451 56 177 50 75
internal_value=0 -5.2295e-06 0.000228941 -5.18127e-05 -0.000465022 -6.27775e-05 -0.000343416 -0.000808557 8.27241e-05 0.00017135 4.04578e-06 -1.50094e-05 2.86317e-06 0.000246005 -5.59979e-05 1.31218e-05 -0.000313839 0.000227857
internal_weight=0 3694 610 3084 369 300 214 143 537 481 2715 2626 2572 504 2068 415 163 252
internal_count=3756 3694 610 3084 369 300 214 143 537 481 2715 2626 2572 504 2068 415 163 252
is_linear=0
shrinkage=0.0995203


Tree=5880
num_leaves=12
num_cat=0
split_feature=17 2 9 19 2 2 0 9 9 0 2
split_gain=0.00433715 0.00436305 0.00377775 0.00351631 0.00356716 0.0166281 0.0226463 0.00459182 0.0269825 0.0047361 0.00370692
threshold=-0.57205499999999987 -0.24151999999999998 0.22832000000000005 -0.10411999999999999 -0.082830000000000001 -0.082174999999999984 -0.082284999999999983 0.085075000000000026 0.085525000000000032 -0.090124999999999997 -0.081915000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 6 -6 9 -9 -5 -7
right_child=1 2 -4 4 5 10 -8 8 -10 -11 -12
leaf_value=0.0008982528574654889 -0.00073479343475540569 0.00071766767074566697 0.00084145151339156581 0.00043404173248440736 -0.0020772967879215103 0.00082309155898577496 0.00060144179475472186 0.0025242274316349248 0.00010539429448872029 -0.00030044627494624741 -5.1899820726531962e-05
leaf_weight=52 82 64 52 113 91 49 47 49 690 370 2107
leaf_count=52 82 64 52 113 91 49 47 49 690 370 2107
internal_value=0 -1.69061e-05 -4.72843e-07 -1.29306e-05 -2.64621e-05 -9.98122e-05 -0.00115904 0.000110564 0.000266885 -0.000126915 -3.16339e-05
internal_weight=0 3714 3632 3580 3516 2294 138 1222 739 483 2156
internal_count=3766 3714 3632 3580 3516 2294 138 1222 739 483 2156
is_linear=0
shrinkage=0.0995203


Tree=5881
num_leaves=28
num_cat=0
split_feature=3 18 18 3 2 2 6 9 18 10 10 1 3 2 3 2 3 1 1 6 3 9 6 1 3 6 9
split_gain=0.0035985 0.00664618 0.0246887 0.0032144 0.00304704 0.0183127 0.0253125 0.00488095 0.00335611 0.00272236 0.0119792 0.00613362 0.00268623 0.00267252 0.00311544 0.00259382 0.0048707 0.00710208 0.00386731 0.00735116 0.00282451 0.00461134 0.00748504 0.00456827 0.00275651 0.00623749 0.00135933
threshold=0.086895000000000014 0.088735000000000022 0.095210000000000031 0.087170000000000011 -0.084154999999999994 -0.086440000000000003 -0.0079349999999999993 0.15091000000000004 -0.18513499999999999 0.086030000000000023 0.09056500000000002 -0.014549999999999999 0.087745000000000031 -0.083534999999999984 0.088115000000000013 -0.086304999999999993 0.084795000000000023 -0.085574999999999998 -0.084204999999999988 -0.0092549999999999993 0.085505000000000012 0.083610000000000032 0.087515000000000023 -0.08616 0.084380000000000024 0.083720000000000031 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 2 2
left_child=1 15 -3 -2 5 8 -7 12 -5 11 -11 -10 -6 -14 -15 20 17 -17 -18 -20 21 -1 23 -23 25 -19 -4
right_child=3 2 26 4 7 6 -8 -9 9 10 -12 -13 13 14 -16 16 18 24 19 -21 -22 22 -24 -25 -26 -27 -28
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leaf_weight=86 54 46 46 50 72 64 64 46 245 54 47 158 46 52 1845 75 63 143 74 70 53 70 47 51 53 46 46
leaf_count=86 54 46 46 50 72 64 64 46 245 54 47 158 46 52 1845 75 63 143 74 70 53 70 47 51 53 46 46
internal_value=0 -0.000169023 -0.0008091 5.34965e-05 3.82141e-05 0.000220664 0.00129366 -2.17626e-05 -2.57708e-05 -0.00010435 -0.000566517 9.44753e-06 -4.52914e-05 -2.27349e-05 -4.12569e-06 -6.17435e-05 7.15854e-05 0.000318033 -0.00030187 -1.15729e-05 -0.000291981 -0.00043135 -0.0007356 -0.000313379 5.22465e-05 -0.000121948 0.000123658
internal_weight=0 969 138 2797 2743 682 128 2061 554 504 101 403 2015 1943 1897 831 524 317 207 144 307 254 168 121 242 189 92
internal_count=3766 969 138 2797 2743 682 128 2061 554 504 101 403 2015 1943 1897 831 524 317 207 144 307 254 168 121 242 189 92
is_linear=0
shrinkage=0.0995203


Tree=5882
num_leaves=13
num_cat=0
split_feature=17 2 5 9 9 2 2 6 26 0 9 2
split_gain=0.00297547 0.00322145 0.00370423 0.0056535 0.00272408 0.00267617 0.0167406 0.0169661 0.00383642 0.0127023 0.0031592 0.00303603
threshold=-0.57205499999999987 -0.24151999999999998 0.51659500000000014 0.089105000000000018 0.22832000000000005 -0.082704999999999987 -0.082174999999999984 0.084985000000000019 0.091195000000000012 -0.070134999999999989 0.085075000000000026 -0.081915000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 8 7 -7 10 -10 -3 -8
right_child=1 2 3 -5 -6 6 11 -9 9 -11 -12 -13
leaf_value=0.00074419048173855274 -0.00063066147004412995 -0.00017806196622866018 -0.00015454155837508782 0.001293985007152474 0.00069715128094977898 -0.00018906337147374987 0.0007437844555574771 -0.0026424073391069303 0.00099807400787586191 -0.00087697780701464655 0.00016932904334313894 -4.8135101413741851e-05
leaf_weight=52 82 465 51 54 52 65 49 50 137 48 585 2076
leaf_count=52 82 465 51 54 52 65 49 50 137 48 585 2076
internal_value=0 -1.38072e-05 0 0.000582619 -1.72217e-05 -2.81472e-05 -9.31747e-05 -0.00126285 8.91346e-05 0.000507149 1.47048e-05 -2.94891e-05
internal_weight=0 3714 3632 105 3527 3475 2240 115 1235 185 1050 2125
internal_count=3766 3714 3632 105 3527 3475 2240 115 1235 185 1050 2125
is_linear=0
shrinkage=0.0995203


Tree=5883
num_leaves=31
num_cat=0
split_feature=3 3 3 8 18 8 18 3 3 17 20 20 3 20 8 3 8 18 8 5 8 19 3 10 4 8 4 17 18 3
split_gain=0.00280276 0.00542683 0.0226989 0.0058363 0.00467548 0.00456176 0.00485582 0.00281784 0.019394 0.00718831 0.00862749 0.0120754 0.00896065 0.00262983 0.00319496 0.00931453 0.0055106 0.00635384 0.0127354 0.00603574 0.00294087 0.00257977 0.00238907 0.00243232 0.00645374 0.00308019 0.00403569 0.00236598 0.00206251 0.00167635
threshold=0.086895000000000014 0.084795000000000023 0.085035000000000013 -0.083504999999999982 -0.0097449999999999985 -0.087245000000000003 0.081485000000000016 0.08888500000000002 0.088685000000000028 0.11180000000000002 -0.083495 -0.0094199999999999996 0.08802500000000002 -0.014955 -0.082419999999999993 0.0040650000000000009 -0.085289999999999991 -0.0097449999999999985 -0.090134999999999993 -0.093384999999999982 -0.088304999999999995 -0.10411999999999999 0.089165000000000022 0.086165000000000019 0.10724500000000002 0.093085000000000015 0.09896000000000002 -0.019465 0.23251500000000005 0.085795000000000024
decision_type=2 2 2 2 2 2 2 2 2 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 5 29 6 -4 8 9 10 -2 -12 -13 20 16 -16 17 18 -15 -19 -1 -9 -23 25 -25 28 -27 -17 -24 -5
right_child=7 2 3 4 -6 -7 -8 21 -10 -11 11 12 -14 14 15 27 -18 19 -20 -21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00018940886333953852 -0.0010461769041339045 -0.0023317133481388702 -0.00075520031614479809 -0.00062236040181756281 -0.0014002614437960365 0.00085665620728764106 0.00052610064560456118 0.00066562286683741038 0.0021037911092488515 0.0012071316080682071 0.0013668201514756052 0.00032920504580330392 -0.0010082676716669456 -0.0004110343537291186 -0.00026304816414263687 0.00064740484935702793 -0.0010207762711602786 0.0003482648628649668 0.0018260225733698085 -0.0009580127873919953 -0.00082633050087911684 -0.00069252776992904865 -2.6542043636602592e-05 -0.0011485980066527704 0.00032954004321747714 0.00011776041196445435 0.0011848398151941039 0.0016804308233282659 0.00057073912764917759 0.00021034347094483685
leaf_weight=48 77 54 62 46 49 72 55 57 51 46 62 120 84 48 87 49 49 70 52 69 65 50 1900 61 55 125 50 46 59 48
leaf_count=48 77 54 62 46 49 72 55 57 51 46 62 120 84 48 87 49 49 70 52 69 65 50 1900 61 55 125 50 46 59 48
internal_value=0 -0.000148882 -0.000438511 -0.000128114 -0.000609405 0.000231706 -0.000145883 4.74991e-05 0.000278722 3.73405e-05 -0.000117155 0.000148695 -0.000217506 4.14754e-05 0.000146383 0.000473283 -5.73572e-05 0.000136739 0.000744049 -0.000294286 -0.000387622 3.9876e-06 -1.20535e-05 2.7043e-06 -0.0004407 2.71905e-05 0.000427318 0.00115622 -8.13559e-06 -0.000188441
internal_weight=0 969 386 332 143 189 117 2797 440 389 343 266 204 583 470 182 288 239 100 139 113 2357 2300 2250 116 2134 175 95 1959 94
internal_count=3766 969 386 332 143 189 117 2797 440 389 343 266 204 583 470 182 288 239 100 139 113 2357 2300 2250 116 2134 175 95 1959 94
is_linear=0
shrinkage=0.0995203


Tree=5884
num_leaves=18
num_cat=0
split_feature=29 28 2 2 2 2 17 17 6 5 2 8 9 5 24 5 10
split_gain=0.0174917 0.00818083 0.00505297 0.0185233 0.0166467 0.00839301 0.0132044 0.0401545 0.00963869 0.00953699 0.00355465 0.00565394 0.00988733 0.00355256 0.0029196 0.00172658 0.00317192
threshold=0.12737000000000004 0.083225000000000021 -0.081445000000000004 -0.080974999999999991 -0.080695000000000003 -0.086849999999999997 0.047990000000000012 0.12576000000000004 -0.092034999999999992 -0.080119999999999983 -0.089054999999999995 -0.081534999999999982 0.083715000000000026 -0.54382499999999989 -0.065834999999999991 -0.46834999999999999 0.086275000000000018
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 -5 10 8 -8 -7 -10 15 12 -12 -6 -15 -1 -17
right_child=-2 -3 3 4 13 6 7 -9 9 -11 11 -13 -14 14 -16 16 -18
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leaf_weight=68 48 62 76 51 52 69 52 72 82 528 46 53 86 54 1789 463 98
leaf_count=68 48 62 76 51 52 69 52 72 82 528 46 53 86 54 1789 463 98
internal_value=0 0.000101815 8.22605e-05 -2.22448e-05 3.68716e-05 0.000213447 0.000441753 0.0013877 0.000267798 0.000394822 -1.07687e-05 -0.000395149 -0.000746163 -1.04503e-05 -3.3765e-05 0.000100983 0.00015941
internal_weight=0 3701 3639 2022 1946 1617 803 124 679 610 814 185 132 1895 1843 629 561
internal_count=3749 3701 3639 2022 1946 1617 803 124 679 610 814 185 132 1895 1843 629 561
is_linear=0
shrinkage=0.0995203


Tree=5885
num_leaves=22
num_cat=0
split_feature=4 2 28 2 17 17 9 5 2 5 2 1 8 2 2 17 1 20 4 20 17
split_gain=0.015744 0.00643078 0.0103847 0.0077639 0.0208041 0.0394602 0.0100473 0.011956 0.00613458 0.0429574 0.0135508 0.00440651 0.00338321 0.0125132 0.0103158 0.00597875 0.00420053 0.00315169 0.00881555 0.00369335 0.00318605
threshold=0.15730000000000002 -0.081915000000000002 0.077350000000000016 -0.086414999999999992 0.047990000000000012 0.16421000000000005 0.084055000000000032 -0.080119999999999983 -0.080974999999999991 -0.081415000000000001 -0.080695000000000003 -0.041999999999999996 -0.084915000000000004 -0.087444999999999995 -0.087444999999999995 0.10932500000000002 -0.49056499999999997 -0.11700999999999999 0.10845500000000002 -0.09280999999999999 -0.093784999999999993
decision_type=2 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 -6 -5 -8 9 -3 -10 -11 13 15 16 -1 -14 18 -12 -19 -21
right_child=-2 8 -4 4 5 -7 7 -9 10 11 17 -13 14 -15 -16 -17 -18 19 -20 20 -22
leaf_value=-0.00021004988496436592 -0.0017018663871249924 -0.0029680396831894312 0.0017064004163764507 0.0013404052820449625 0.0039258191061778882 0 0.0012486612871289631 -0.0001488528213314819 0.0016309971474975549 0.0012002568316832449 0.0012293469878331376 -5.0671585639018261e-05 0.00060860052440444038 -0.0015177919535391666 0.0012333733345412342 0.0010872303332143572 -0.00014859762324760225 -0.00088818767066315275 -0.00055143302226033652 -0.00028778681803720704 4.6243119094619838e-05
leaf_weight=148 49 52 47 69 46 56 71 413 51 49 67 62 87 63 74 46 435 50 46 353 1415
leaf_count=148 49 52 47 69 46 56 71 413 51 49 67 62 87 63 74 46 435 50 46 353 1415
internal_value=0 9.31501e-05 0.000247282 0.000201263 0.000458965 0.00176605 0.000216396 5.44631e-05 -1.82052e-05 -0.00060532 2.96662e-05 0.000494165 2.41928e-06 -0.000298427 0.00013352 9.33331e-05 -2.08296e-05 -1.22029e-05 0.000497183 -4.43147e-05 -1.99865e-05
internal_weight=0 3700 1555 1508 655 102 553 484 2145 163 1982 111 853 257 596 194 522 1931 113 1818 1768
internal_count=3749 3700 1555 1508 655 102 553 484 2145 163 1982 111 853 257 596 194 522 1931 113 1818 1768
is_linear=0
shrinkage=0.0995203


Tree=5886
num_leaves=23
num_cat=0
split_feature=24 3 18 26 5 18 5 3 5 5 17 30 26 8 3 9 3 3 5 3 5 9
split_gain=0.0158637 0.0133895 0.0434525 0.0128292 0.00392414 0.0171227 0.00331043 0.0327598 0.0347036 0.0124019 0.0210771 0.00414 0.00440067 0.00546078 0.00540566 0.00262645 0.00448182 0.00616552 0.00376256 0.00962405 0.00437195 0.0015738
threshold=-0.071649999999999991 0.083955000000000016 -0.095364999999999991 0.087625000000000022 -0.0089549999999999994 -1.0000000180025095e-35 -0.094469999999999985 0.088055000000000022 -0.14118999999999998 -0.088174999999999989 -0.0038549999999999999 0.095600000000000032 -0.011984999999999999 -0.024819999999999998 0.090695000000000012 0.089255000000000015 0.089655000000000026 0.090595000000000023 -0.02504 0.08666500000000002 -0.01554 0.084645000000000012
decision_type=2 2 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 7 8 -3 10 -8 12 13 -9 -14 18 -17 -18 19 -11 -20 -7
right_child=1 6 3 -5 -6 21 9 11 -10 15 -12 -13 14 -15 -16 16 17 -19 20 -21 -22 -23
leaf_value=-0.0017734031231365849 0.0031772257574043863 3.4787633703994537e-05 -0.0018607715892334556 0.0015457444981885914 0.00059068416711308808 0.00043156660033177044 -0.00033321129611012961 0.0013212791300821749 -0.0037730924636926251 -0.00047295781477169519 0.0020276417828883936 -0.00064313673334235667 0.00097992250833625312 1.2549072265314007e-05 -0.00010002687413647286 -0.00076940019544673589 0.0010409531804282804 -9.2805835000460367e-05 -0.00055294919128285117 0.00080804132620071792 9.6063208748934173e-05 -0.0002395636565646566
leaf_weight=46 57 46 52 58 65 109 68 66 48 81 82 68 52 63 389 90 50 935 115 200 960 49
leaf_count=46 57 46 52 58 65 109 68 66 48 81 82 68 52 63 389 90 50 935 115 200 960 49
internal_value=0 8.55728e-05 0.000637206 0.000199969 -8.08907e-05 -0.000292657 2.03885e-05 -0.000166071 -0.00190095 7.35876e-05 0.000951931 8.8256e-05 0.000176946 0.000688478 2.54579e-05 1.90544e-05 -9.6718e-05 -3.44235e-05 0.000111439 0.000435872 2.58724e-05 0.00021825
internal_weight=0 3703 390 333 275 210 3313 732 94 2581 150 638 570 129 441 2431 1075 985 1356 281 1075 158
internal_count=3749 3703 390 333 275 210 3313 732 94 2581 150 638 570 129 441 2431 1075 985 1356 281 1075 158
is_linear=0
shrinkage=0.0995203


Tree=5887
num_leaves=22
num_cat=0
split_feature=29 3 18 18 6 9 3 18 9 9 3 5 5 3 21 6 5 8 2 8 8
split_gain=0.0135331 0.00975942 0.0360708 0.00618713 0.00492435 0.00327307 0.0214886 0.0226149 0.0113347 0.00692289 0.004549 0.00418805 0.0107947 0.00492678 0.00348379 0.00291735 0.00286152 0.00247664 0.00408432 0.00337139 0.00154663
threshold=0.12737000000000004 0.083955000000000016 -0.095364999999999991 -0.011569999999999999 0.085465000000000027 0.083760000000000015 0.088055000000000022 -0.0019149999999999998 0.084055000000000032 0.081095000000000014 0.090595000000000023 -0.088174999999999989 -0.091729999999999992 0.087625000000000022 -0.085204999999999989 -0.47511999999999999 -0.082635 -0.092844999999999997 0.12875500000000004 -0.49499500000000002 -0.090134999999999993
decision_type=2 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 9 -7 -3 -8 12 13 -10 -13 -5 -16 19 -19 -12 -17
right_child=-2 5 3 4 -6 8 10 -9 11 -11 17 14 -14 -15 16 20 -18 18 -20 -21 -22
leaf_value=0.0028610276427104434 -0.0016032085397761837 0.00040711869399376235 0.00098467207736790963 -0.00052130780823599955 -0.00097314253643724312 0.0014312727308161855 0.00099652037690909343 -0.0030163971615927241 -0.00061027576055561954 -0.0012519402631479526 -0.00036156548212730298 -0.0007227884748104681 0.0015070094696344788 0.00027031240676166822 -0.00060308405647039524 0.00074820261173455451 2.8834288687789642e-05 5.2482263119218803e-08 -0.00087790198969651956 0.00058072422428542456 0.00011240135975774972
leaf_weight=57 48 52 71 51 48 60 50 48 75 47 51 68 64 381 74 59 1729 404 60 135 117
leaf_count=57 48 52 71 51 48 60 50 48 75 47 51 68 64 381 74 59 1729 404 60 135 117
internal_value=0 7.80648e-05 0.000540463 0.000155807 -5.52146e-05 2.13138e-05 -0.000147 -0.00124121 7.98123e-05 -0.000372247 8.16158e-05 4.55562e-05 0.000295513 0.000123684 -2.34759e-05 0.000135279 2.4446e-06 9.97901e-06 -0.000111712 0.000317953 0.000330191
internal_weight=0 3701 403 346 275 3298 847 147 2451 99 700 2391 520 456 1871 227 1803 650 464 186 176
internal_count=3749 3701 403 346 275 3298 847 147 2451 99 700 2391 520 456 1871 227 1803 650 464 186 176
is_linear=0
shrinkage=0.0995203


Tree=5888
num_leaves=12
num_cat=0
split_feature=1 2 24 18 1 26 21 6 29 18 3
split_gain=0.0119671 0.0242867 0.0052763 0.0052268 0.00564598 0.0036474 0.00405198 0.00707237 0.00479985 0.00366748 0.00249054
threshold=0.50644500000000015 0.013900000000000003 0.084270000000000025 0.19545000000000004 -0.03694999999999999 -0.2382 0.13765500000000006 -0.047974999999999997 0.088460000000000025 -0.091594999999999996 0.11816500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 5 -5 -1 8 -8 9 -7 -2
right_child=1 -3 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00073479273214405367 -0.00041046747057350678 -0.0023219625285903715 0.00083569334007250898 0.0012176416178851482 -0.00016134202428520842 -0.0002899526894280033 0.001450763504466431 -0.00023017228180999516 -0.00091558094639449959 -1.1527937886245812e-05 0.0005089453743714271
leaf_weight=82 62 70 67 65 52 576 47 51 67 2551 55
leaf_count=82 62 70 67 65 52 576 47 51 67 2551 55
internal_value=0 -0.000855585 -3.83528e-05 -5.53622e-05 0.000597763 -7.82532e-05 -6.16508e-05 0.000567638 -8.12153e-05 -6.30762e-05 1.47384e-05
internal_weight=0 187 3558 3491 117 3374 3292 98 3194 3127 117
internal_count=3745 187 3558 3491 117 3374 3292 98 3194 3127 117
is_linear=0
shrinkage=0.0995203


Tree=5889
num_leaves=12
num_cat=0
split_feature=4 18 17 9 9 17 9 0 0 2 18
split_gain=0.016706 0.00378943 0.00364037 0.00294567 0.00284499 0.00414035 0.00330881 0.00265208 0.00562289 0.00508517 0.00232998
threshold=0.15028500000000003 0.19545000000000004 -0.087770000000000001 0.15321500000000005 0.11351500000000002 -0.026504999999999997 0.10892000000000003 -0.085794999999999996 -0.087394999999999987 -0.080744999999999997 0.022040000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 8 -1 -9 -7
right_child=-2 2 -4 -5 5 10 -8 9 -10 -11 -12
leaf_value=-2.7993501583918522e-05 -0.0016292422135034349 0.001207944125183135 2.9475874426177955e-05 -0.00084457285364052364 -0.00020133332734175341 0.0012406933057558156 -0.00082355070690464868 -0.00028723482890481451 0.00057930643977031644 3.8673833159125574e-05 0.00024330066814462638
leaf_weight=1223 67 46 63 47 76 51 57 1008 172 888 47
leaf_count=1223 67 46 63 47 76 51 57 1008 172 888 47
internal_value=0 -4.29457e-05 0.000534322 -6.08052e-05 -5.01136e-05 0.000341432 -7.07073e-05 -5.74193e-05 4.62982e-05 -0.000134162 0.000770706
internal_weight=0 3678 109 3569 3522 174 3348 3291 1395 1896 98
internal_count=3745 3678 109 3569 3522 174 3348 3291 1395 1896 98
is_linear=0
shrinkage=0.0995203


Tree=5890
num_leaves=11
num_cat=0
split_feature=27 29 18 1 28 25 1 0 0 18
split_gain=0.0103605 0.0107683 0.00352663 0.00431268 0.00305706 0.00265733 0.00266035 0.00258353 0.00365461 0.00358502
threshold=-0.01137 0.075910000000000019 0.19545000000000004 -0.03694999999999999 0.087260000000000018 0.10729000000000002 0.62916000000000016 0.048265000000000009 -0.085794999999999996 -0.12363
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 8 -2 -9
right_child=2 -3 3 -5 -6 -7 -8 9 -10 -11
leaf_value=-7.6925735870150892e-05 7.3720993902916327e-05 -0.002184372541260519 0.0010420059105320841 -0.00016216830437649362 -0.00083658989381726358 -0.00079600159992040476 -0.00075465102863769276 0.0010515173698332782 -0.00014232632859533057 9.3015107329079641e-05
leaf_weight=52 1381 46 65 52 49 46 50 49 1760 195
leaf_count=52 1381 46 65 52 49 46 50 49 1760 195
internal_value=0 -0.00107449 -3.70352e-05 0.000499821 -5.50609e-05 -4.38246e-05 -3.35134e-05 -2.26196e-05 -4.70764e-05 0.000288856
internal_weight=0 98 3647 117 3530 3481 3435 3385 3141 244
internal_count=3745 98 3647 117 3530 3481 3435 3385 3141 244
is_linear=0
shrinkage=0.0995203


Tree=5891
num_leaves=15
num_cat=0
split_feature=4 8 9 29 17 26 8 0 0 26 0 4 4 8
split_gain=0.0131779 0.00228059 0.00422897 0.00439305 0.00710371 0.00272072 0.00499695 0.00818769 0.00767076 0.00471208 0.00629648 0.00301496 0.00558284 0.00132921
threshold=0.15028500000000003 -0.51030999999999993 -0.087554999999999994 -0.079250000000000001 -0.0071449999999999994 0.11880500000000002 -0.060034999999999998 -0.066264999999999991 -0.081424999999999984 0.11215000000000001 -0.071799999999999989 0.13424500000000003 0.12719000000000005 -0.076924999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 9 -7 8 -8 11 -11 12 -4 -13
right_child=-2 2 5 4 -6 6 7 -9 -10 10 -12 13 -14 -15
leaf_value=0.00050244411357575427 -0.0014414942998774106 0.00016407647480998639 -1.6565723410273316e-05 -4.304807678693312e-05 -0.0014407499501501405 0.0010003719868294828 0.00027115969105955489 0.00085163342391184754 -0.0015156337528189009 -0.0014370590050879458 -1.1164153700229656e-05 0.0001116062383955517 -0.0011105927573606404 0.00086601650038383685
leaf_weight=77 67 71 2878 70 77 72 48 66 46 55 72 46 47 53
leaf_count=77 67 71 2878 70 77 72 48 66 46 55 72 46 47 53
internal_value=0 -3.26121e-05 -4.42805e-05 -0.000469274 -0.000780747 -1.6652e-05 0.000311852 0 -0.00059452 -4.10987e-05 -0.000635124 -1.58805e-05 -3.44249e-05 0.000523752
internal_weight=0 3678 3601 218 147 3383 232 160 94 3151 127 3024 2925 99
internal_count=3745 3678 3601 218 147 3383 232 160 94 3151 127 3024 2925 99
is_linear=0
shrinkage=0.0995203


Tree=5892
num_leaves=23
num_cat=0
split_feature=23 20 20 5 20 17 26 17 5 5 18 8 8 3 8 1 17 11 0 21 0 17
split_gain=0.00356601 0.00224226 0.00610125 0.00458973 0.00380519 0.00344205 0.00757984 0.0048195 0.0120834 0.00591458 0.00331504 0.00732215 0.0138718 0.00701214 0.0043336 0.012232 0.00499461 0.00199398 0.00272676 0.00643183 0.00209343 0.00344786
threshold=0.086650000000000019 -0.01137 -0.0078249999999999986 -0.0087549999999999989 -0.017315000000000001 0.093960000000000016 0.096275000000000013 -0.014289999999999999 -0.0038499999999999997 -0.0044999999999999997 -0.007069999999999999 -0.081534999999999982 -0.084129999999999996 0.092635000000000023 -0.052214999999999998 -0.077429999999999985 -0.008454999999999999 -0.085754999999999984 -0.051394999999999996 0.089910000000000032 -0.064859999999999987 -0.53166999999999998
decision_type=2 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 17 7 -7 9 -9 -5 11 12 -4 -13 16 -16 -12 -1 20 -20 21 -19
right_child=-2 2 3 5 -6 6 -8 8 -10 -11 14 13 -14 -15 15 -17 -18 18 19 -21 -22 -23
leaf_value=-0.00051021320415841991 -0.00070085439780499022 0.00099883624932287996 0.00030458123551745125 0.00082130400116429047 -0.00083927390924403128 0.0010269608081896573 -0.0005389125971564262 -0.0018122368677259448 0.00012351175140553524 -0.00016278813888193777 -0.00056851845196348482 -0.00085861646618637464 0.0020782878016982259 0.00073352425700423597 0.0017049630953825659 8.4986599405656934e-05 9.9911302513098094e-05 0.00079103455201076037 0.0013870000841152239 -6.560892671944253e-05 -0.00058096850440275585 -4.7370860369579673e-05
leaf_weight=78 65 73 159 67 59 75 51 57 71 611 138 65 61 47 59 218 557 51 46 85 67 1017
leaf_count=78 65 73 159 67 59 75 51 57 71 611 138 65 61 47 59 218 557 51 46 85 67 1017
internal_value=0 4.21995e-05 0.000102619 7.29936e-05 -5.66529e-05 -9.50732e-05 0.000386658 -0.000171397 -0.000732106 -6.43326e-05 0.000193743 0.000465928 0.000800103 -0.000183177 9.99317e-05 0.000432991 -3.1635e-05 -2.16877e-05 7.76443e-06 0.000438219 -4.11967e-05 -6.56811e-06
internal_weight=0 3712 2309 2236 1403 932 126 806 128 678 1304 332 220 112 972 277 695 1344 1266 131 1135 1068
internal_count=3777 3712 2309 2236 1403 932 126 806 128 678 1304 332 220 112 972 277 695 1344 1266 131 1135 1068
is_linear=0
shrinkage=0.0995203


Tree=5893
num_leaves=17
num_cat=0
split_feature=28 23 9 1 8 1 5 17 18 3 1 1 4 1 5 4
split_gain=0.00342039 0.00298959 0.0023456 0.00240723 0.00409172 0.00359836 0.0116668 0.00497632 0.00206783 0.00356253 0.00189917 0.00310827 0.00187755 0.00362839 0.00151456 0.00121039
threshold=0.10337500000000002 0.086650000000000019 -0.094329999999999997 -0.090939999999999993 0.10228000000000002 -0.082489999999999994 -0.016339999999999997 -0.013885 0.091725000000000015 0.10997000000000003 -0.081889999999999991 -0.081224999999999992 0.11541000000000003 0.036605000000000013 -0.46244499999999994 0.084435000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 8 6 -5 -8 9 -4 -7 -12 13 -1 -14 -10
right_child=-2 -3 3 5 -6 10 7 -9 15 -11 11 -13 14 -15 -16 -17
leaf_value=-0.00051699430873931537 -0.00082587104514725697 -0.00063110521348839544 -0.00021649422512775722 0.0014592789186210003 0.00073436605531480988 -0.00059921658307437054 -0.00029173491715385778 0.00054307119963873795 -0.00010905070103550183 -0.001144288329928408 0.00084954850969455522 2.279036183024296e-05 0.00028606673708795385 0.00069818748679319838 0.0011243503459861877 0.00056118916381730079
leaf_weight=49 46 65 432 76 48 47 162 125 60 46 46 2389 46 48 46 46
leaf_count=49 46 65 432 76 48 47 162 125 60 46 46 2389 46 48 46 46
internal_value=0 3.70156e-05 4.9085e-05 3.027e-05 -0.000145002 6.94935e-05 0.000362336 6.90043e-05 -0.000218681 -0.000307493 2.63345e-05 3.8745e-05 0.00039089 7.58934e-05 0.000714107 0.000174085
internal_weight=0 3731 3666 3477 632 2845 363 287 584 478 2482 2435 189 97 92 106
internal_count=3777 3731 3666 3477 632 2845 363 287 584 478 2482 2435 189 97 92 106
is_linear=0
shrinkage=0.0995203


Tree=5894
num_leaves=19
num_cat=0
split_feature=28 23 2 21 29 1 0 1 9 0 2 2 8 0 0 0 1 4
split_gain=0.00277402 0.00242505 0.002198 0.00250676 0.00240116 0.00563607 0.00731925 0.00504421 0.00361946 0.00203679 0.0103023 0.00725876 0.00333595 0.00169436 0.0040707 0.00388885 0.00396956 0.00125261
threshold=0.10337500000000002 0.086650000000000019 -0.087129999999999999 0.11266500000000003 -0.025204999999999998 0.41897000000000012 -0.13056499999999996 0.40359500000000009 -1.0000000180025095e-35 -0.085794999999999996 -0.087804999999999994 -0.089549999999999991 -0.080724999999999991 -0.093765000000000001 -0.14680499999999999 -0.066264999999999991 0.26435500000000006 0.07665000000000001
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 13 7 -7 8 -6 11 12 17 -11 14 -4 -15 -17 -1
right_child=-2 -3 4 -5 5 6 -8 -9 -10 10 -12 -13 -14 15 -16 16 -18 -19
leaf_value=-0.000434559434801358 -0.00074368023065545625 -0.00056829749297436581 -0.00049115172516630125 0.00052897316919427965 0.00063461742105173728 0.0017397200329911811 6.9448084671645946e-05 -0.00091066946029689404 7.8847546786405594e-05 0.00038651298110538572 -0.0015722677623315764 0.0011742043611008821 -0.000269767853349727 -0.00097806062142695893 0.00058380197211481497 -0.00040130168409245669 0.0007128657105817366 4.5993793776973762e-05
leaf_weight=101 46 65 62 57 123 48 59 49 2252 101 54 48 312 65 79 101 46 109
leaf_count=101 46 65 62 57 123 48 59 49 2252 101 54 48 312 65 79 101 46 109
internal_value=0 3.33536e-05 4.42445e-05 -0.000103272 8.45277e-05 0.000118625 0.00082638 8.70461e-05 0.000107975 -0.000154109 -0.000278442 6.777e-05 -0.000107291 -0.000157634 0.000105321 -0.000336385 -4.70817e-05 -0.000181231
internal_weight=0 3731 3666 782 2884 2531 107 2424 2375 725 467 258 413 353 141 212 147 210
internal_count=3777 3731 3666 782 2884 2531 107 2424 2375 725 467 258 413 353 141 212 147 210
is_linear=0
shrinkage=0.0995203


Tree=5895
num_leaves=15
num_cat=0
split_feature=28 7 18 3 18 17 9 8 17 17 5 2 5 5
split_gain=0.00224984 0.0020903 0.00215505 0.00437588 0.00363988 0.00232359 0.00646157 0.00818494 0.00442042 0.00377372 0.00215607 0.00801747 0.0053253 0.00293018
threshold=0.10337500000000002 -0.10984999999999999 -0.022504999999999997 0.083875000000000019 -0.015979999999999998 -0.089699999999999988 0.095415000000000014 -0.0073049999999999999 -0.081244999999999998 -0.067015000000000005 -0.040404999999999996 -0.070354999999999987 -0.02504 -0.0096449999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 -6 -7 -10 11 -5 -12 -14
right_child=-2 2 4 10 5 8 -8 -9 9 -11 12 -13 13 -15
leaf_value=-0.00051579466881504347 -0.00066966905634809949 -0.00074865583864262288 0.00075665018595538443 -0.001254770486313619 -5.6919977513938373e-05 0.00088693429430029282 0.00074696565492283812 -0.0012941832961236956 -0.00051218150170590599 0.00012518124444615869 0.0010419515659255054 0.00051009329255976394 -0.00036386649142907177 5.4700850048326611e-05
leaf_weight=68 46 85 81 56 224 72 64 70 97 1660 49 46 200 959
leaf_count=68 46 85 81 56 224 72 64 70 97 1660 49 46 200 959
internal_value=0 3.00561e-05 4.04128e-05 -5.65445e-05 0.00010041 7.57306e-05 -0.000155132 -0.000354291 0.000121366 8.9528e-05 -1.10116e-05 -0.000450826 2.54474e-05 -1.68219e-05
internal_weight=0 3731 3663 1395 2268 2187 358 294 1829 1757 1310 102 1208 1159
internal_count=3777 3731 3663 1395 2268 2187 358 294 1829 1757 1310 102 1208 1159
is_linear=0
shrinkage=0.0995203


Tree=5896
num_leaves=22
num_cat=0
split_feature=10 0 18 18 3 3 1 1 17 8 0 4 9 9 9 8 18 3 6 5 17
split_gain=0.0312826 0.00565162 0.0201962 0.0522338 0.0100615 0.0144797 0.00690901 0.0179982 0.00682899 0.024627 0.00513756 0.00473501 0.00745131 0.00457385 0.0169281 0.0128808 0.00442404 0.00314809 0.00261163 0.00369205 0.00189335
threshold=0.093790000000000026 -0.079805000000000001 -0.099739999999999995 -0.112385 0.087625000000000022 0.087975000000000012 -0.0090649999999999984 -0.011964999999999998 0.056905000000000011 -0.086154999999999995 -0.079284999999999994 0.086105000000000029 0.08203000000000002 0.11296000000000002 0.10646500000000002 0.068430000000000019 -0.078409999999999994 0.11642500000000001 0.11884000000000002 0.27139000000000008 -0.083000000000000004
decision_type=2 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 8 -6 7 -7 11 -10 -3 12 -4 14 18 17 -8 -15 19 -12 -1
right_child=-2 10 4 -5 5 6 16 -9 9 -11 13 -13 -14 15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00042602004438412955 -0.0022903888707556156 0.0011557843341873865 0.0012169578627191199 -0.0038397334984144457 -0.0015899480016790641 -0.00020577808638357146 0.00083435037372995289 -0.0020783160782770938 0.0022700208750307941 -0.00026609150511652666 -9.0219912323829084e-05 -0.00076219135198397133 4.7809390129895595e-05 -0.00041743906800360982 0.0018745654349698292 -0.0017598703963319451 -3.566137629298965e-05 0.00063183246818826738 0.00060870726597229887 0.00031543049576279725 -0.00041638812159484179
leaf_weight=57 62 46 60 51 73 379 63 59 66 88 757 60 559 50 54 49 702 64 83 314 49
leaf_count=57 62 46 60 51 73 379 63 59 66 88 757 60 559 50 54 49 702 64 83 314 49
internal_value=0 -3.57537e-05 -0.000133413 -0.00122259 -5.19435e-05 -0.000227887 -0.000144555 -0.000459884 0.000216587 0.000815498 0.000119841 7.95456e-05 0.000162458 8.44855e-05 0.000151752 -0.000409008 3.49166e-05 0.000164445 7.04259e-05 2.79459e-05 2.88821e-05
internal_weight=0 3683 2266 157 2109 1276 1203 438 833 154 1417 679 619 1371 1208 163 765 114 1154 1071 106
internal_count=3745 3683 2266 157 2109 1276 1203 438 833 154 1417 679 619 1371 1208 163 765 114 1154 1071 106
is_linear=0
shrinkage=0.0995203


Tree=5897
num_leaves=22
num_cat=0
split_feature=10 26 26 26 6 3 17 17 3 1 0 9 3 26 0 0 38 36 0 2 0
split_gain=0.025442 0.00746828 0.0156861 0.05986 0.0788423 0.013144 0.0245165 0.0129678 0.0211495 0.0160705 0.00658326 0.00523018 0.00465525 0.00530456 0.00304499 0.00339317 0.0022061 0.00246686 0.00185774 0.00673526 0.00315229
threshold=0.09501500000000003 0.087170000000000011 1.0000000180025095e-35 0.082605000000000026 -1.0000000180025095e-35 0.084855000000000028 -0.0092949999999999994 -0.0050499999999999998 0.087625000000000022 -0.0090649999999999984 -0.080500000000000002 0.083715000000000026 0.085965000000000028 0.087745000000000031 -0.10942499999999999 -0.080204999999999985 -0.08335999999999999 0.087325000000000028 -0.142265 0.13398000000000002 -0.110495
decision_type=2 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 4 -4 6 -3 10 9 -9 11 -5 -7 -14 -15 -16 -1 18 19 -18 -20
right_child=-2 5 3 7 -6 12 -8 8 -10 -11 -12 -13 13 14 15 -17 17 -19 20 -21 -22
leaf_value=-0.00060805260509560306 -0.002231250405431331 -0.00028760216892049633 1.5460486976638852e-05 -0.00051810614858961701 -0.0057016050978416794 -0.00084676243983299634 0.0022662628681497641 -0.00082877548968768896 -0.0020995247792367487 0.0014367826467142366 -0.0009639262481630804 0.00047636734462885199 0.00098614254110357337 0.00063721644200832503 -0.00019538359257066513 0.00013079521908316357 2.3003951357779739e-05 0.00073036927868782989 0.0006151106162553589 -0.0011907154231484492 4.173429653077259e-05
leaf_weight=50 53 72 47 63 48 57 76 91 79 47 46 294 60 77 547 747 303 53 109 53 773
leaf_count=50 53 72 47 63 48 57 76 91 79 47 46 294 60 77 547 747 303 53 109 53 773
internal_value=0 -3.47214e-05 -0.000161156 -0.000537694 -0.00286455 0.000123672 0.00101831 -0.000179839 -0.000800702 -5.12401e-05 0.00015244 0.000298579 3.41384e-05 6.97988e-05 2.90991e-05 -6.45454e-06 3.89974e-05 6.46915e-05 3.55319e-05 -0.000155391 0.000113522
internal_weight=0 3692 2056 715 95 1636 148 620 217 138 403 357 1488 1431 1371 1294 1341 1291 1238 356 882
internal_count=3745 3692 2056 715 95 1636 148 620 217 138 403 357 1488 1431 1371 1294 1341 1291 1238 356 882
is_linear=0
shrinkage=0.0995203


Tree=5898
num_leaves=24
num_cat=0
split_feature=10 26 26 2 17 3 3 3 3 17 8 1 3 26 8 3 17 10 9 9 26 36 8
split_gain=0.0209381 0.00580723 0.0131015 0.0484916 0.0147582 0.0195799 0.0657526 0.0208644 0.0106557 0.0198946 0.00399974 0.00619875 0.00377054 0.00430628 0.00390552 0.00460169 0.00454677 0.00269199 0.0027974 0.0104291 0.00631086 0.00334937 0.00201347
threshold=0.093790000000000026 0.087170000000000011 1.0000000180025095e-35 -0.10018999999999999 -0.0088649999999999996 0.087625000000000022 0.088845000000000021 0.084550000000000028 0.084855000000000028 -0.0092949999999999994 -0.081534999999999982 -0.085739999999999997 0.085965000000000028 0.087745000000000031 -0.09602999999999999 0.10892000000000003 -0.015464999999999998 0.086275000000000018 0.09518500000000002 0.092150000000000024 -0.054024999999999997 0.088655000000000025 0.0051800000000000014
decision_type=2 2 2 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 -4 10 7 -7 -6 9 -3 11 -5 -10 -14 15 -15 -16 18 19 21 22 -1 -20
right_child=-2 8 3 4 5 6 -8 -9 12 -11 -12 -13 13 14 16 -17 -18 -19 20 -21 -22 -23 -24
leaf_value=-4.0404034429692463e-05 -0.0018733139410488447 -0.00025898001073050737 -0.0033246003212936553 -0.00076024285741466298 -0.0017398516386174334 -0.004699323067017854 0.00017599541699171218 0.0005878832383268527 -0.00076249254184740075 0.002040723864590587 0.0010292440689648437 0.00028249083631638121 0.00088800140923924603 0.00092958372704824398 0.00017268784762828064 -0.00016276543444081543 -0.00021351465167941065 0.00071891204181525714 -0.00041653884330633973 0.0012939013455594555 -0.0009637256835951048 0.00081206416685044908 0.00036948480675971334
leaf_weight=931 62 72 55 73 55 46 67 124 57 76 47 248 60 95 561 62 652 56 48 66 88 48 96
leaf_count=931 62 72 55 73 55 46 67 124 57 76 47 248 60 95 561 62 652 56 48 66 88 48 96
internal_value=0 -2.86758e-05 -0.00014051 -0.000484296 -0.000246364 -0.000775182 -0.0018014 -0.00012277 0.000110907 0.000916418 0.000171018 4.28079e-05 3.01848e-05 6.23535e-05 2.55962e-05 0.000492996 -3.42251e-05 4.32771e-05 1.30076e-05 8.30244e-05 -0.000298841 5.56011e-07 0.000101792
internal_weight=0 3683 2048 715 660 292 113 179 1635 148 368 321 1487 1430 1370 157 1213 1333 1277 1045 232 979 144
internal_count=3745 3683 2048 715 660 292 113 179 1635 148 368 321 1487 1430 1370 157 1213 1333 1277 1045 232 979 144
is_linear=0
shrinkage=0.0995203


Tree=5899
num_leaves=26
num_cat=0
split_feature=10 26 26 26 6 20 3 21 3 9 26 26 17 18 17 2 17 18 2 1 4 3 10 29 2
split_gain=0.0172503 0.0049931 0.0101007 0.0464584 0.0611013 0.00783195 0.0223302 0.00907675 0.00780545 0.0159461 0.00681228 0.00396017 0.00344447 0.00405524 0.00390997 0.00566022 0.00386364 0.00264886 0.00452317 0.00198013 0.00361222 0.00806379 0.00227398 0.00251684 0.00258438
threshold=0.096215000000000023 0.087260000000000018 1.0000000180025095e-35 0.082605000000000026 -1.0000000180025095e-35 -0.083495 0.087625000000000022 0.08846500000000003 0.084855000000000028 0.084795000000000023 0.086835000000000009 0.088325000000000028 0.51392000000000015 0.11061000000000003 -0.015464999999999998 -0.070354999999999987 -0.036600000000000001 0.11835500000000003 -0.079555000000000001 -0.49056499999999997 0.085990000000000025 0.10457000000000002 1.0000000180025095e-35 0.093650000000000025 -0.095204999999999998
decision_type=2 2 2 2 2 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 4 -4 6 -5 10 9 11 -7 -3 13 14 16 -16 -10 -15 -19 20 -1 -22 23 24 -21
right_child=-2 8 3 5 -6 7 -8 -9 12 -11 -12 -13 -14 17 15 -17 -18 18 -20 22 21 -23 -24 -25 -26
leaf_value=-0.00039885464628365233 -0.0019087831979520136 0.00074046197064514508 5.0647533935267837e-05 0.00066308164370553629 -0.0049804507224530592 -3.5449217578411518e-06 -0.0022404609249413918 0.00095219606621965193 7.7314047322294197e-06 0.0023298406854406904 -0.0012193133771264064 -0.00049830497844599456 0.00067568344250582945 0.0010300120565102007 -0.0004606009801368189 0.000214403024890996 0.00080790172761058406 0.00097311365677903475 -0.00011372595046441904 0.00035337571248841062 0.0015581476446333915 -4.4210940944192461e-05 -0.00052512897939740262 0.00060769986202616048 -8.5230934608706448e-05
leaf_weight=46 49 49 47 48 48 385 57 89 512 46 52 53 78 49 415 173 68 53 130 157 53 73 81 68 866
leaf_count=46 49 49 47 48 48 385 57 89 512 46 52 53 78 49 415 173 68 53 130 157 53 73 81 68 866
internal_value=0 -2.86785e-05 -0.00013137 -0.000430556 -0.00248277 -0.000120289 -0.000905331 3.48652e-05 0.000101551 0.000790846 -0.000150086 8.87633e-05 3.19748e-05 -3.3043e-06 -7.93716e-05 -0.000260611 0.000102956 0.000376126 0.000196569 2.9634e-05 0.000345174 0.0006233 -1.59754e-05 2.10757e-05 -1.71177e-05
internal_weight=0 3696 2070 726 95 631 105 526 1626 148 437 102 1478 1400 1168 588 580 232 183 1344 172 126 1172 1091 1023
internal_count=3745 3696 2070 726 95 631 105 526 1626 148 437 102 1478 1400 1168 588 580 232 183 1344 172 126 1172 1091 1023
is_linear=0
shrinkage=0.0995203


Tree=5900
num_leaves=27
num_cat=0
split_feature=10 2 2 2 2 19 2 9 2 20 2 2 0 6 18 18 0 26 2 17 2 6 9 26 9 26
split_gain=0.00598374 0.00508684 0.0224268 0.00479116 0.0276153 0.00803133 0.00563918 0.00645136 0.00477384 0.00397429 0.0119259 0.0086131 0.00429993 0.00379859 0.00284056 0.00818901 0.0137903 0.00449986 0.0060977 0.00403665 0.0121954 0.00489827 0.0130968 0.00488743 0.00466713 0.0028785
threshold=0.091870000000000021 -0.083104999999999998 -0.083665000000000003 -0.080484999999999987 -0.080695000000000003 0.091360000000000025 -0.082704999999999987 0.089855000000000032 -0.080069999999999988 -0.012970000000000001 -0.078994999999999996 -0.078784999999999994 -0.082494999999999999 -0.095324999999999993 -0.023444999999999997 -0.011039999999999999 -0.085794999999999996 0.090385000000000021 -0.084979999999999986 -0.012064999999999999 -0.086414999999999992 0.08481000000000001 0.087215000000000015 0.083760000000000015 0.084345000000000017 0.10038000000000001
decision_type=2 2 2 2 2 2 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 5 6 -3 -8 -5 11 -11 -10 -12 -13 19 16 -16 18 -17 21 23 24 -23 -21 -1 -19
right_child=-2 3 -4 8 -6 -7 7 -9 9 10 12 13 -14 -15 15 17 -18 25 -20 20 -22 22 -24 -25 -26 -27
leaf_value=0.00096990581921032237 0.00097228181575452716 0.0013242946306671855 -0.0016362444920369468 -0.00081805933795296834 0.0026287026213188034 -0.0010258238176449805 0.00040801700030454642 -0.00060510121730243162 -0.0012971687478507191 0.0014880081037539662 0.00039316074942856579 -0.00046130738910718397 -2.617673731910398e-05 0.00012375147151930858 0.00010316939727707583 4.587544056353735e-05 -0.0019561595311547316 -0.0011259308029531092 0.0012668387934511329 -0.0007001018696628044 0.0019523098235887965 -0.0012043456588485691 0.00056513856015489271 0.00071315751690119444 2.186369509436014e-05 -1.2396544560041643e-05
leaf_weight=70 71 48 89 59 50 50 264 81 54 68 379 137 662 555 68 306 60 46 47 50 46 93 74 47 201 49
leaf_count=70 71 48 89 59 50 50 264 81 54 68 379 137 662 555 68 306 60 46 47 50 46 93 74 47 201 49
internal_value=0 4.89704e-05 -0.000113901 0.000133622 0.000410575 0.000158374 0.000311118 0.000167782 6.18582e-05 9.02861e-05 0.000209976 -8.65472e-05 0.000125706 6.74033e-06 2.49436e-06 -0.000153397 -0.000855746 4.54474e-05 0.000210759 0.000158453 0.00061762 6.67297e-06 -0.000415361 -6.88725e-06 0.000269766 -0.000560199
internal_weight=0 3653 1246 2407 493 443 393 345 1914 1855 1109 746 1041 692 1157 576 128 448 353 581 143 438 167 97 271 95
internal_count=3724 3653 1246 2407 493 443 393 345 1914 1855 1109 746 1041 692 1157 576 128 448 353 581 143 438 167 97 271 95
is_linear=0
shrinkage=0.0995203


Tree=5901
num_leaves=17
num_cat=0
split_feature=10 17 17 18 0 18 18 29 18 5 26 26 0 21 0 2
split_gain=0.00485074 0.00415054 0.0483627 0.00463581 0.00916801 0.0152324 0.00602145 0.00452505 0.00400535 0.0055613 0.00353255 0.00854427 0.00566852 0.00309971 0.00679108 0.00500726
threshold=0.091870000000000021 -0.013885 -0.010655 -0.081614999999999993 -0.085754999999999984 -0.085834999999999995 -0.077844999999999998 0.096295000000000033 -0.070104999999999987 0.054660000000000007 0.11699500000000003 0.11127500000000003 -0.069569999999999993 0.090285000000000018 -0.052884999999999995 -0.089054999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -4 -6 -5 10 -8 -10 11 13 -12 15 -15 -1
right_child=-2 2 3 6 5 -7 8 -9 9 -11 12 -13 -14 14 -16 -17
leaf_value=0.00017227869617376923 0.00087552011713297744 0.0027722406865098039 -0.00033101623184647578 -0.00112542588174704 7.567843719362679e-05 0.002457133981056557 0.00088853152038144412 0.00090554456799366923 4.3100177819811736e-05 -0.00082968407467934758 -0.0013592912745881418 0.0012132290603661035 0 0.00033938413699777361 -0.00060761394785188228 -0.00031305062731649166
leaf_weight=283 71 67 73 46 63 47 52 46 1488 76 55 51 69 338 96 803
leaf_count=283 71 67 73 46 63 47 52 46 1488 76 55 51 69 338 96 803
internal_value=0 4.41191e-05 0.000145481 4.96477e-05 0.000525076 0.00110065 -2.20836e-06 -6.67278e-05 2.92579e-05 1.65225e-07 -9.35969e-05 -5.26619e-05 -0.000605615 -9.56745e-05 0.000128024 -0.000185825
internal_weight=0 3653 1912 1845 183 110 1662 1741 1616 1564 1695 1571 124 1520 434 1086
internal_count=3724 3653 1912 1845 183 110 1662 1741 1616 1564 1695 1571 124 1520 434 1086
is_linear=0
shrinkage=0.0995203


Tree=5902
num_leaves=36
num_cat=0
split_feature=1 1 8 2 7 2 2 8 20 8 17 17 0 1 0 0 0 18 8 17 18 17 6 6 18 0 1 0 18 18 17 20 2 8 18
split_gain=0.0040905 0.0122956 0.0267278 0.00711111 0.00382965 0.00447421 0.00360669 0.00327403 0.0041212 0.00268085 0.00383198 0.00470743 0.0249588 0.0162217 0.00561448 0.00465446 0.00538184 0.00409517 0.00524604 0.00382666 0.00367471 0.0102739 0.00578651 0.0132328 0.00504648 0.00419701 0.00737569 0.00239641 0.00218709 0.00633923 0.00324904 0.00191929 0.00507014 0.00378632 0.000679857
threshold=0.051820000000000012 0.067120000000000027 -0.073999999999999996 -0.077115000000000003 0.062500000000000014 0.10674000000000002 1.0000000180025095e-35 -0.26194999999999996 -1.0000000180025095e-35 0.053925000000000008 -0.093784999999999993 -0.14723999999999998 -0.080434999999999993 -0.079629999999999992 -0.077624999999999986 -0.081604999999999997 -0.084154999999999994 -0.099739999999999995 -0.073999999999999996 -0.11248999999999999 -0.081614999999999993 0.11180000000000002 0.11816500000000002 0.10877500000000002 -0.06656999999999999 -0.080500000000000002 -0.018369999999999997 0.12461500000000002 0.089365000000000014 -0.060544999999999995 -0.45791500000000002 -0.073009999999999992 -0.075899999999999995 -0.080659999999999996 -0.20826999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 31 -7 -9 10 11 14 13 -13 15 16 -1 34 -19 -14 21 25 23 24 -22 26 -12 28 29 30 -11 32 -3 -33 -16
right_child=1 4 3 -5 -6 7 -8 8 -10 27 20 12 19 -15 17 -17 -18 18 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 33 -34 -35 -36
leaf_value=0.00026062919522959683 0.0025885052741945491 5.4028411265918922e-05 -0.00087936004757148119 0.00081629155291132449 0.00093672893456975444 -4.8401155373676002e-05 -0.00098491639872298276 0.0001149844127819817 0.0014274241099097289 -0.00046893021166506671 0.00095113731422760792 -0.0028142801498823701 0.0010499249166407145 -0.00037314237378013225 -0.00062523921001049704 0.0008323887540513114 -0.00095440218187633824 -0.00073135677018432068 0.00054760411167622093 -0.00014678296892494633 -0.00081809004275818973 0.0014642721975110752 -0.00080063435408018395 0.0012611573878436007 -6.3106407988921588e-06 -0.00059670876381614525 -0.00012500736116153406 -0.00035590090659352934 -9.7334621456442917e-06 0.0014393931669520659 0.0006753572817862171 -0.00037082372836415057 -0.001200018738979658 0.00038758392526759745 -0.0012147194557413758
leaf_weight=145 65 92 48 50 46 78 48 47 51 46 99 58 55 52 47 88 48 61 66 49 81 64 91 80 1228 70 171 46 75 60 52 108 48 163 48
leaf_count=145 65 92 48 50 46 78 48 47 51 46 99 58 55 52 47 88 48 61 66 49 81 64 91 80 1228 70 171 46 75 60 52 108 48 163 48
internal_value=0 0.000246937 0.00102367 -5.87838e-06 5.9821e-05 -2.41394e-06 -0.000167275 0.000422884 0.000806342 -1.92525e-06 -3.36548e-05 -0.000229636 -0.000621013 -0.00166773 -6.14982e-05 0.000232136 -3.73133e-05 -0.000436858 -6.02541e-05 0.00047822 4.0496e-05 0.000306712 -3.16206e-05 1.81718e-05 -5.71684e-05 8.64102e-05 0.000266547 0.000290942 0.000422158 0.000632351 0.000129889 -6.9792e-05 -0.000370084 8.23195e-05 -0.000931699
internal_weight=0 844 163 98 681 635 459 176 98 2880 2601 717 214 110 503 281 193 222 127 104 1884 404 1480 1389 1309 340 270 279 233 158 98 411 140 271 95
internal_count=3724 844 163 98 681 635 459 176 98 2880 2601 717 214 110 503 281 193 222 127 104 1884 404 1480 1389 1309 340 270 279 233 158 98 411 140 271 95
is_linear=0
shrinkage=0.0995203


Tree=5903
num_leaves=32
num_cat=0
split_feature=3 3 3 3 1 0 20 20 20 2 17 3 17 26 3 3 3 9 7 18 5 9 3 17 3 26 9 20 21 21 9
split_gain=0.00500845 0.0293401 0.0523176 0.00763831 0.0221882 0.0108778 0.0170827 0.0162906 0.00604354 0.00719435 0.00688781 0.00485464 0.00887923 0.00835785 0.00913457 0.00754707 0.00423342 0.00338996 0.00562981 0.00531171 0.00682062 0.00519073 0.00453191 0.00294189 0.00569607 0.00621107 0.0103171 0.00229021 0.00231533 0.0109048 0.00543119
threshold=0.090835000000000013 0.092900000000000024 0.092395000000000019 0.08888500000000002 -0.083284999999999984 -0.081195000000000003 -0.0064400000000000004 -0.082419999999999993 -0.081254999999999994 -0.082275000000000001 0.0084900000000000028 0.087570000000000023 -0.013125 0.08919500000000001 0.088115000000000013 0.087975000000000012 0.093535000000000021 0.087825000000000028 0.078400000000000011 0.088735000000000022 -0.090164999999999995 0.085765000000000022 0.085355000000000028 0.3137100000000001 0.096595000000000028 0.098705000000000029 0.094375000000000028 0.15091500000000005 0.093835000000000016 0.098000000000000018 0.11408000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 6 7 -6 -2 -10 -11 17 13 14 -13 -14 -3 18 19 21 -21 -1 -19 27 -25 26 -26 28 30 -30 -18
right_child=1 16 -4 4 5 -7 -8 -9 9 10 -12 12 15 -15 -16 -17 23 22 -20 20 -22 -23 -24 24 25 -27 -28 -29 29 -31 -32
leaf_value=-0.00020385512793167946 -0.00055377609311275543 -0.00083435536033727895 0.0039020568905063784 -0.0020128122127072009 0.00090421779516765245 -0.0012244601648107455 0.0015653143642559576 -0.0015049581168062067 -0.00021569561212060446 0.0019497598315348788 0.00030203309758286876 0.0013641854234134887 0.0019684815411741799 -0.0010853399029687931 -0.00042465135268991727 0.00040457797371897908 0.00024903005435866565 -6.358378510951137e-05 0.00093101247298738097 -0.0016715990372554656 -0.00016581702942617413 0.00052072784476824929 0.0010876094280304477 -0.0011438264750466191 -0.00042385993187177138 -0.0008776201893130345 0.0014035952844768478 0.00070536907143683211 -0.0012120249548562437 8.7191988802254688e-05 -0.00054554304431879766
leaf_weight=679 48 57 54 75 50 59 69 62 53 56 48 52 49 57 61 86 788 85 46 52 73 114 55 58 68 56 55 58 75 431 95
leaf_count=679 48 57 54 75 50 59 69 62 53 56 48 52 49 57 61 86 788 85 46 52 73 114 55 58 68 56 55 58 75 431 95
internal_value=0 0.000156036 0.00114433 -7.52419e-05 -0.000518394 -4.79765e-05 0.000330996 -0.000422124 0.000413914 0.000714983 0.00119714 2.32494e-05 0.000375144 -9.90027e-05 0.000391286 0.000978281 8.54148e-06 -7.32264e-05 -0.000140307 -0.000194881 -0.000798772 -9.86583e-05 0.000382824 3.7558e-05 -0.000286633 -4.30983e-06 0.00038664 9.12221e-05 6.4988e-05 -0.000103762 0.000162617
internal_weight=0 2000 259 1724 315 240 181 112 205 157 104 1409 305 170 113 135 1741 1104 964 918 125 793 140 1684 237 179 123 1447 1389 506 883
internal_count=3724 2000 259 1724 315 240 181 112 205 157 104 1409 305 170 113 135 1741 1104 964 918 125 793 140 1684 237 179 123 1447 1389 506 883
is_linear=0
shrinkage=0.0995203


Tree=5904
num_leaves=23
num_cat=0
split_feature=4 2 2 28 6 3 3 2 17 3 3 1 17 5 2 8 10 6 8 3 2 1
split_gain=0.014508 0.00771168 0.0176888 0.00688968 0.00479445 0.0145536 0.0105328 0.00944333 0.0050938 0.00966589 0.00921788 0.00494373 0.00638049 0.00561038 0.00397397 0.00373139 0.00595317 0.00441358 0.00686642 0.00617171 0.00401657 0.0037246
threshold=0.15834500000000004 -0.082830000000000001 -0.082404999999999992 1.0000000180025095e-35 0.11481500000000001 0.097880000000000023 0.10850000000000003 -0.049174999999999996 -0.093784999999999993 0.089305000000000009 0.08511500000000001 0.0015850000000000003 -0.065004999999999993 -0.092864999999999989 -0.083254999999999982 -0.082654999999999992 0.09056500000000002 0.086520000000000027 -0.085289999999999991 0.087570000000000023 -0.085804999999999992 -0.046044999999999996
decision_type=2 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 14 8 -6 -7 -8 9 10 -4 13 -13 -10 15 17 20 19 -19 -1 -17 -11
right_child=-2 2 4 -5 5 6 7 -9 11 21 -12 12 -14 -15 -16 16 -18 18 -20 -21 -22 -23
leaf_value=-0.00032559909355032367 0.0017262857186253072 -0.0016473132666302206 -0.00023105025148468169 0.0013034614632386381 -0.0017178434092682859 0.0012347416760941643 0.00041086688723645918 -0.0015952876363908167 0.00079669609894982116 0.00042668686142244787 -0.0021433101228751283 -0.0012860014786346948 -8.1800053301102054e-05 8.6937147342750872e-05 0.00091008507725883392 -4.3755258115767458e-05 0.00099500661436249414 0.0010453839429186225 -0.00017151371970340691 0.00050219624663404923 -0.00069153446218096889 -0.00029823970054777897
leaf_weight=195 47 75 51 50 70 48 46 46 129 98 51 47 636 791 59 518 47 135 68 164 117 244
leaf_count=195 47 75 51 50 70 48 46 46 129 98 51 47 636 791 59 518 47 135 68 164 117 244
internal_value=0 -3.32197e-05 -0.000143064 0.0001555 -9.27147e-05 -0.000545934 3.41732e-05 -0.000583313 -4.58193e-05 -0.000344293 -0.00119521 3.63416e-05 -0.000165865 0.000187348 0.000110821 7.22553e-05 -8.32983e-05 0.00026248 0.000633721 5.02778e-05 -0.000164399 -8.81185e-05
internal_weight=0 3685 2332 1353 2257 210 140 92 2047 444 102 1603 683 920 1303 1244 682 562 203 359 635 342
internal_count=3732 3685 2332 1353 2257 210 140 92 2047 444 102 1603 683 920 1303 1244 682 562 203 359 635 342
is_linear=0
shrinkage=0.0995203


Tree=5905
num_leaves=19
num_cat=0
split_feature=30 2 2 28 26 6 3 3 2 6 9 3 6 24 26 9 18 9
split_gain=0.0121162 0.00605673 0.0183686 0.00565641 0.00569153 0.00347253 0.0118494 0.00806281 0.00806481 0.00377904 0.006338 0.00522862 0.00411618 0.00341871 0.00302121 0.00325614 0.00752746 0.00624218
threshold=-0.020805000000000001 -0.082594999999999988 -0.082275000000000001 1.0000000180025095e-35 0.11215000000000001 0.11481500000000001 0.097880000000000023 0.10850000000000003 -0.045109999999999997 0.08846500000000003 0.087635000000000032 0.089655000000000026 0.086100000000000024 0.10012000000000003 -0.23033499999999998 0.083795000000000022 -0.025879999999999997 0.083995000000000028
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 14 9 -7 -8 -9 12 -11 -12 13 -4 -2 16 -16 -17
right_child=1 2 5 -5 -6 6 7 8 -10 10 11 -13 -14 -15 15 17 -18 -19
leaf_value=0.0015950855920726017 -0.00055563039239941905 -0.0017061804449770186 -5.2959243023717136e-05 0.0011737405406997232 0.0011052792670136714 -0.0015122861723719223 0.001111860072748873 0.0003849754459989838 -0.0014235940917076697 0.0012793802089458347 -0.00060000712765316175 0.00028745814177285597 -0.0010176802982786153 -0.00092577123412303642 -0.00034145556481793613 -0.00099301132295345567 0.00092949516871256466 7.8503791118101588e-05
leaf_weight=46 76 71 1485 50 53 71 48 51 46 50 85 287 48 46 72 57 125 965
leaf_count=46 76 71 1485 50 53 71 48 51 46 50 85 287 48 46 72 57 125 965
internal_value=0 -3.00126e-05 -0.000129913 0.000132901 9.36869e-05 -7.90632e-05 -0.0004585 5.18462e-05 -0.000464258 -3.76953e-05 0.00022623 8.24764e-05 -0.00010875 -7.97182e-05 5.16536e-05 9.0187e-05 0.00046083 1.79411e-05
internal_weight=0 3686 2288 1398 1348 2217 216 145 97 2001 422 372 1579 1531 1295 1219 197 1022
internal_count=3732 3686 2288 1398 1348 2217 216 145 97 2001 422 372 1579 1531 1295 1219 197 1022
is_linear=0
shrinkage=0.0995203


Tree=5906
num_leaves=16
num_cat=0
split_feature=4 18 17 17 17 26 21 17 18 3 3 3 6 26 6
split_gain=0.0121073 0.00490266 0.00447807 0.0277954 0.0071781 0.00683897 0.0137622 0.00456192 0.00537518 0.0037837 0.00687187 0.00497191 0.00366886 0.00737083 0.00342298
threshold=0.15834500000000004 -0.45171999999999995 -0.0065549999999999992 -0.0044799999999999987 -0.0082649999999999998 -0.14678499999999997 0.086565000000000017 -0.000475 0.086065000000000016 0.089305000000000009 0.087495000000000031 0.091225000000000014 0.11481500000000001 0.090020000000000031 0.089525000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 8 -5 10 -7 -11 14 -14 -9
right_child=-2 2 3 7 -6 9 -8 12 -10 11 -12 -13 13 -15 -16
leaf_value=-0.00081002481420450732 0.0015781039539044094 0.0020630944706896874 -0.00241769899498329 0.0012681471527112445 0.0012586998126869094 3.9287269661498574e-05 -0.00018213040958078462 -0.00012478749848197695 -0.00017405527056515012 0.00058673106217760882 -0.00059946282882636479 2.678965627535316e-05 0.00048913221070652003 -0.00098089290055817309 0.00026799936813256479
leaf_weight=78 47 49 51 54 51 574 59 1130 47 202 234 722 47 115 272
leaf_count=78 47 49 51 54 51 574 59 1130 47 202 234 722 47 115 272
internal_value=0 -2.9253e-05 -1.21422e-05 -0.000128748 9.32393e-05 6.04908e-05 0.000828957 -5.81438e-05 0.000588918 1.20999e-05 -0.000144684 0.000150087 -0.000100453 -0.000549351 -4.79996e-05
internal_weight=0 3685 3607 1716 1891 1840 108 1665 101 1732 808 924 1564 162 1402
internal_count=3732 3685 3607 1716 1891 1840 108 1665 101 1732 808 924 1564 162 1402
is_linear=0
shrinkage=0.0995203


Tree=5907
num_leaves=24
num_cat=0
split_feature=29 1 1 9 3 0 9 0 3 5 0 0 9 9 8 20 5 1 1 6 9 9 9
split_gain=0.0112773 0.00528126 0.0251498 0.00880713 0.0330155 0.00491977 0.0117036 0.00681835 0.0061274 0.00565343 0.0213625 0.00825013 0.00370205 0.00402102 0.00391992 0.00526812 0.00368695 0.00587177 0.00482245 0.00360114 0.00667396 0.0126115 0.00253832
threshold=0.12330000000000002 -0.080689999999999998 -0.079629999999999992 0.090255000000000016 0.090595000000000023 -0.087184999999999999 0.08401500000000002 -0.086414999999999992 0.083595000000000017 -0.018754999999999997 -0.084534999999999985 -0.082885 0.11408000000000003 0.10744000000000002 -0.045194999999999999 -0.042414999999999994 -0.0050400000000000002 -0.067015000000000005 -0.078509999999999983 0.099330000000000016 0.095415000000000014 0.098720000000000016 0.12372500000000002
decision_type=2 2 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 8 -7 -1 11 -11 -9 13 16 22 -16 18 -18 -4 20 -6 -22 -14
right_child=-2 2 12 4 19 7 -8 9 -10 10 -12 -13 14 -15 15 -17 17 -19 -20 -21 21 -23 -24
leaf_value=0.00052601513572762782 0.0013934896138566458 -0.0021970987544499936 0.0009696726776690425 0.0028433941478813412 -0.00078766267153978034 -0.001187141986351167 0.0014528131446533998 -0.0016476585770244367 -0.00099870875528067769 0.0018385877749865843 -0.00012071310536264436 5.6536069626585458e-05 0.00041091248727071069 -0.00077252110791929706 4.6994300809630837e-05 0.0014947192338837032 -0.0012091573967095753 -0.000175886641210446 -2.3719049558123194e-05 0.00088284412278051777 0.0016209948758252682 -0.00063223180067524423 -0.00059897045249152406
leaf_weight=54 56 56 50 54 79 55 71 49 50 62 493 64 48 85 51 51 61 549 1500 46 47 51 50
leaf_count=54 56 56 50 54 79 55 71 49 50 62 493 64 48 85 51 51 61 549 1500 46 47 51 50
internal_value=0 -2.94212e-05 -0.000111369 0.000144308 0.000634916 -6.11487e-06 0.000466395 -0.000121617 -0.000199154 -3.26608e-05 9.66889e-05 -0.000675207 -6.32625e-05 -0.000100097 0.000346107 0.000778883 -7.32565e-05 -0.000280556 7.79773e-06 9.64567e-05 -0.00010329 0.000440044 -9.59806e-05
internal_weight=0 3676 2501 1175 277 898 175 723 104 668 555 113 2445 2245 200 102 2160 610 1550 223 177 98 98
internal_count=3732 3676 2501 1175 277 898 175 723 104 668 555 113 2445 2245 200 102 2160 610 1550 223 177 98 98
is_linear=0
shrinkage=0.0995203


Tree=5908
num_leaves=23
num_cat=0
split_feature=17 6 6 6 5 5 1 0 0 2 0 18 0 26 7 0 0 0 18 0 26 1
split_gain=0.00410418 0.0146359 0.00376438 0.00317364 0.00687677 0.00903736 0.00816991 0.00691584 0.00480903 0.00833674 0.00842563 0.00378039 0.00894428 0.00375708 0.00221532 0.00245049 0.0036478 0.00585189 0.00454406 0.00415991 0.00421519 0.00226231
threshold=0.51174000000000019 0.11596500000000003 -0.031674999999999995 0.087670000000000012 0.054660000000000007 0.0063000000000000009 -0.090104999999999991 -0.080434999999999993 -0.077945 -0.086414999999999992 -0.082224999999999993 0.11835500000000003 -0.070134999999999989 0.086685000000000026 -0.074334999999999998 0.12433000000000002 -0.052884999999999995 -0.044789999999999996 -0.16233499999999998 -0.060094999999999996 -0.2382 -0.50158499999999984
decision_type=2 2 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 14 5 8 7 -6 9 13 -11 12 -10 -5 -1 16 19 -18 -19 20 -16 -17
right_child=1 -3 -4 4 6 -7 -8 -9 11 10 -12 -13 -14 -15 15 21 17 18 -20 -21 -22 -23
leaf_value=-0.00047824720580580936 0.000353738097326958 0.0019921590063871836 -0.0007850997650232336 0.0011298581241323902 -0.0010910357956450789 0.0011144145045737274 -0.0014523635960025621 0.00041467769179648578 0.0010879709573610584 -0.00016122594983951149 -0.0011244568681664981 -0.00050178409470599285 -0.00027154037485912797 -9.4879843886302103e-05 -0.00080908395279995834 0 -0.0012156213468569755 0.00083794616923040085 -0.0002306951487899493 0.0010413818509876385 0.00010636772672054257 0.00089636879092547554
leaf_weight=74 76 47 46 50 49 64 80 78 102 262 139 52 89 47 51 49 52 46 270 46 1884 67
leaf_count=74 76 47 46 50 49 64 80 78 102 262 139 52 89 47 51 49 52 46 270 46 1884 67
internal_value=0 0.000499414 -6.89499e-05 -2.3497e-06 -0.000151595 -1.89938e-05 -0.000663309 -0.000159821 -0.000117991 -0.000295835 -0.000497156 0.000243111 0.000450195 0.000527989 5.68142e-05 7.3209e-05 5.07722e-05 -0.000236289 -7.25427e-05 0.000104511 8.18165e-05 0.000520497
internal_weight=0 169 122 3551 1012 805 207 127 741 498 401 243 191 97 2539 2465 2349 368 316 1981 1935 116
internal_count=3720 169 122 3551 1012 805 207 127 741 498 401 243 191 97 2539 2465 2349 368 316 1981 1935 116
is_linear=0
shrinkage=0.0995203


Tree=5909
num_leaves=8
num_cat=0
split_feature=8 29 35 6 10 10 6
split_gain=0.00263844 0.00537124 0.00271781 0.00394068 0.00331776 0.00551769 0.00212883
threshold=0.24853500000000003 -0.117605 0.004000000000000001 -0.48214499999999999 0.090150000000000022 0.086275000000000018 0.11642500000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=-0.0010620324421732736 0.00061913196597043296 0.00078072491486932255 -0.00073926867862188022 -8.0275271570415799e-06 -0.00067255415437813485 0.0010181506160240853 0.00031002320936687609
leaf_weight=46 71 68 46 3143 68 55 223
leaf_count=46 71 68 46 3143 68 55 223
internal_value=0 6.23772e-06 2.01037e-05 3.01542e-05 1.52911e-05 2.92029e-05 1.28004e-05
internal_weight=0 3649 3603 3557 3489 3421 3366
internal_count=3720 3649 3603 3557 3489 3421 3366
is_linear=0
shrinkage=0.0995203


Tree=5910
num_leaves=13
num_cat=0
split_feature=17 5 0 13 12 8 1 3 9 4 4 4
split_gain=0.00321323 0.0109619 0.00270919 0.00270323 0.00266823 0.00223093 0.00308003 0.00626765 0.00791567 0.00375985 0.00926223 0.00433811
threshold=0.51174000000000019 0.049800000000000011 -0.090124999999999997 0.089365000000000014 0.078440000000000024 0.24853500000000003 0.50462500000000021 0.11523000000000001 -0.063329999999999984 0.12498500000000003 0.11805500000000003 0.13481000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 9 -8 -9 10 -1 -11
right_child=1 -3 -4 -5 -6 -7 7 8 -10 11 -12 -13
leaf_value=5.3244305150290745e-06 0.00043013354263566012 0.0015952678643208205 -0.00054418893910578676 0.00073784554069443139 -0.00071485223598655862 0.0005697272634701112 0.00041124870870620615 -8.4207806664835408e-05 -0.0017792417048040781 0.0013048964127127111 -0.0014173413961817069 0.00011616253369487587
leaf_weight=3028 50 55 64 48 53 66 57 61 51 46 46 95
leaf_count=3028 50 55 64 48 53 66 57 61 51 46 46 95
internal_value=0 0.000440345 -0.000109674 -3.6227e-06 -1.40164e-05 -3.01265e-06 -1.4425e-05 -0.000428621 -0.000863363 7.09299e-06 -1.56984e-05 0.000509783
internal_weight=0 169 114 3551 3503 3450 3384 169 112 3215 3074 141
internal_count=3720 169 114 3551 3503 3450 3384 169 112 3215 3074 141
is_linear=0
shrinkage=0.0995203


Tree=5911
num_leaves=10
num_cat=0
split_feature=27 28 13 17 5 18 26 27 26
split_gain=0.00314367 0.00309812 0.002826 0.00279636 0.008887 0.00359228 0.00280196 0.00399225 0.00265067
threshold=-0.032854999999999995 0.087260000000000018 0.089365000000000014 0.51174000000000019 0.049800000000000011 0.0036600000000000005 -0.23202999999999999 0.10758500000000003 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 -2 8 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=0.00059576849811162269 -0.00066550321112212945 -0.00074090394604938478 0.00077838631339684347 -0.0005891384052562808 0.0014365064553799275 0.00053670055877119694 4.385394962435295e-05 0.00091495869996182754 -0.00014759203066531284
leaf_weight=90 65 55 47 65 55 49 2184 46 1064
leaf_count=90 65 55 47 65 55 49 2184 46 1064
internal_value=0 1.14655e-07 1.17439e-05 1.29868e-06 0.000396522 -9.80442e-05 -1.83423e-05 -5.32347e-06 -1.86091e-05
internal_weight=0 3630 3575 3528 169 114 3359 3294 3248
internal_count=3720 3630 3575 3528 169 114 3359 3294 3248
is_linear=0
shrinkage=0.0995203


Tree=5912
num_leaves=16
num_cat=0
split_feature=10 10 3 26 6 17 19 3 20 2 3 8 3 3 3
split_gain=0.00547138 0.00393717 0.00361937 0.00440714 0.00360385 0.00396154 0.00369125 0.00340514 0.00941224 0.00719332 0.00549421 0.0104419 0.00282156 0.00627949 0.0045436
threshold=0.09056500000000002 0.086165000000000019 0.10214500000000003 -0.23202999999999999 -0.45687499999999998 -0.53896499999999992 0.13695500000000002 0.097595000000000029 -0.077394999999999992 -0.072419999999999998 0.096035000000000023 -0.072175000000000003 0.091225000000000014 0.091865000000000016 0.090835000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -5 -6 -7 10 -9 -10 12 -12 14 -14 -1
right_child=-2 -3 3 4 5 6 -8 8 9 -11 11 -13 13 -15 -16
leaf_value=-8.7809483133231622e-05 0.00074552673161138675 -0.00079099596824983042 -0.0007875745068806068 0.00077572781296427016 0.00077360714395458181 -1.7174252094594767e-05 0.00086274719127467652 -0.0016920858304999566 0.00075276426738864611 -0.00073777722101455562 -0.00030057191033500857 0.0016148543288885433 -0.0011436279918860218 -0.00016508490397922217 0.00077889240155922456
leaf_weight=1673 85 72 52 84 78 827 50 50 57 73 59 53 79 384 62
leaf_count=1673 85 72 52 84 78 827 50 50 57 73 59 53 79 384 62
internal_value=0 -6.16371e-05 -4.67439e-05 0.000104017 0.000149428 9.34824e-05 3.20589e-05 -0.000113129 -0.000530858 -7.79349e-05 -8.02243e-05 0.000598526 -0.000115183 -0.000333818 -5.63662e-05
internal_weight=0 3653 3581 1091 1039 955 877 2490 180 130 2310 112 2198 463 1735
internal_count=3738 3653 3581 1091 1039 955 877 2490 180 130 2310 112 2198 463 1735
is_linear=0
shrinkage=0.0995203


Tree=5913
num_leaves=14
num_cat=0
split_feature=10 10 3 26 8 8 8 3 3 5 26 20 26
split_gain=0.00443773 0.00319137 0.00293873 0.00659119 0.00562848 0.00551733 0.00484116 0.00462866 0.00390914 0.00483231 0.00363966 0.00562099 0.00287607
threshold=0.09056500000000002 0.086165000000000019 0.10726500000000001 -0.23202999999999999 0.095985000000000015 0.0012600000000000003 -0.071594999999999992 0.10583000000000002 0.10293500000000001 -0.047864999999999998 0.089625000000000024 -0.077299999999999994 0.089150000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 6 -5 8 10 -10 12 -12 -1
right_child=-2 -3 3 4 -6 -7 -8 -9 9 -11 11 -13 -14
leaf_value=-4.2013243524299609e-05 0.00067133170704763144 -0.00071227599899450361 -0.001040901996432371 -3.0635753542694904e-05 0.001111029532812044 -0.00075994214907016918 0.00049659626635496692 -0.00095175757956396454 -0.00020029930245494336 0.0010628843579473983 -0.0011953624979700636 -0.00019785408539587895 0.00067057454736237304
leaf_weight=1659 85 72 46 407 60 66 296 61 54 65 61 748 58
leaf_count=1659 85 72 46 407 60 66 296 61 54 65 61 748 58
internal_value=0 -5.55475e-05 -4.21147e-05 0.000116012 0.000181195 0.000107582 0.000190192 -9.35483e-05 -7.34465e-05 0.000482796 -9.99752e-05 -0.00027408 -1.74653e-05
internal_weight=0 3653 3581 875 829 769 703 2706 2645 119 2526 809 1717
internal_count=3738 3653 3581 875 829 769 703 2706 2645 119 2526 809 1717
is_linear=0
shrinkage=0.0995203


Tree=5914
num_leaves=13
num_cat=0
split_feature=10 17 17 3 4 4 29 8 27 29 6 0
split_gain=0.00359996 0.00312889 0.00302024 0.00280146 0.00189095 0.00323041 0.0025745 0.00345435 0.00223734 0.00420458 0.00207734 0.00339108
threshold=0.09056500000000002 -0.55157999999999996 -0.54441499999999998 0.10457000000000002 0.12498500000000003 0.13491500000000003 -0.081409999999999996 -0.01187 0.096290000000000028 -0.073279999999999998 -0.25061999999999995 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 7 -4 9 -8 11 -7
right_child=-2 2 4 -5 5 10 8 -9 -10 -11 -12 -13
leaf_value=-7.7091916230348682e-05 0.00060452049033204178 0.00072025936351924964 -0.00010480309054455804 -0.00099190184937984825 0.00073831315410010918 0.00014015845055579299 0.00091100550561711707 -0.0011594273832433654 -0.00058350146967007448 -4.7309993931486943e-05 0.00039441261282220614 -0.00091876647089780383
leaf_weight=72 85 52 88 65 80 77 46 49 75 2923 78 48
leaf_count=72 85 52 88 65 80 77 46 49 75 2923 78 48
internal_value=0 -5.01086e-05 -3.16796e-05 -0.000517101 -4.32037e-05 0.000202612 -6.53302e-05 -0.00048798 -4.60392e-05 -3.21867e-05 -4.46883e-06 -0.00025992
internal_weight=0 3653 3516 137 3464 283 3181 137 3044 2969 203 125
internal_count=3738 3653 3516 137 3464 283 3181 137 3044 2969 203 125
is_linear=0
shrinkage=0.0995203


Tree=5915
num_leaves=24
num_cat=0
split_feature=24 3 3 8 5 3 8 5 1 4 1 29 27 1 3 26 18 26 5 5 3 17 4
split_gain=0.00218149 0.0020016 0.00346772 0.00618591 0.00888544 0.00458265 0.00839999 0.00278121 0.00507345 0.00360628 0.00870568 0.00279397 0.00321979 0.00312647 0.00313631 0.00240766 0.00663326 0.00690127 0.00441737 0.00325268 0.0036891 0.00285057 0.00107295
threshold=-0.070254999999999998 0.10214500000000003 0.097595000000000029 -0.077259999999999995 0.054660000000000007 0.096035000000000023 -0.072175000000000003 -0.46244499999999994 0.25544500000000009 0.10543500000000001 0.41696500000000009 -0.025204999999999998 0.08913500000000002 0.091025000000000009 0.10583000000000002 0.090455000000000021 0.10189500000000003 0.091195000000000012 -0.072054999999999994 0.12043500000000003 0.087170000000000011 0.11639500000000001 0.12435500000000002
decision_type=2 2 2 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 -5 15 -7 9 11 -3 -11 12 -9 14 -13 19 17 -17 -18 21 -21 -2 -12
right_child=1 7 3 4 -6 6 -8 8 -10 10 22 13 -14 -15 -16 16 18 -19 -20 20 -22 -23 -24
leaf_value=0.00058399701553630862 7.0565674462258734e-05 0.00030868656503966861 0.00048520224725519809 -0.00018745212505453883 -0.0018233785924486939 -0.00021403535626472365 0.0014767445022816266 -0.00093915033751983384 0.00085482378153834044 -0.0016352793876490827 -0.00031791457642352917 0.00071278715601570664 0.00015247031019644753 -0.0004393272497746267 0.0001130213400738744 -0.0015539595791142587 0.001127291308117861 -0.00031222367106276296 -6.622061876543124e-05 0.00012365808451418841 -0.00082961627268441816 -0.00032842006626965605 0.00033451316044229708
leaf_weight=56 1306 75 46 85 55 63 53 55 90 48 52 104 50 82 544 51 46 370 89 65 100 205 48
leaf_count=56 1306 75 46 85 55 63 53 55 90 48 52 104 50 82 544 51 46 370 89 65 100 205 48
internal_value=0 -4.1104e-05 -9.06307e-05 -0.000504839 -0.000835985 -5.747e-05 0.000551419 6.75041e-05 0.000144121 -0.000246629 -0.00053357 6.65376e-05 -0.000411535 0.000136423 0.000210543 -8.94816e-05 -0.000269122 -0.000464592 0.000334394 -2.93989e-05 -0.000449123 1.58928e-05 0
internal_weight=0 3682 2534 186 140 2348 116 1148 925 223 148 835 105 730 648 2232 556 421 135 1676 165 1511 100
internal_count=3738 3682 2534 186 140 2348 116 1148 925 223 148 835 105 730 648 2232 556 421 135 1676 165 1511 100
is_linear=0
shrinkage=0.0995203


Tree=5916
num_leaves=20
num_cat=0
split_feature=24 2 2 9 8 17 2 2 1 17 17 17 9 8 9 9 17 6 8
split_gain=0.0127986 0.00250936 0.00484305 0.0106762 0.00965251 0.00677857 0.00568094 0.0042451 0.00373148 0.0109999 0.00425147 0.00293546 0.00345847 0.00345296 0.0019407 0.0039949 0.00337742 0.0033464 0.00200314
threshold=-0.071649999999999991 -0.081055000000000002 -0.079739999999999991 0.09055500000000001 -0.091134999999999994 -0.0014149999999999998 -0.079149999999999984 -0.081604999999999997 -0.49056499999999997 -0.55754499999999996 -0.55026999999999993 -0.467555 0.089175000000000018 -0.0049949999999999994 0.11408000000000003 0.10892000000000003 0.011640000000000003 0.098855000000000012 -0.064125000000000001
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 -3 -6 -4 8 9 -2 -10 12 -12 -13 15 17 18 -8 -16
right_child=1 2 6 -5 5 -7 14 -9 10 -11 11 13 -14 -15 16 -17 -18 -19 -20
leaf_value=-0.001608040755959408 0.0016867455788935257 -0.0012267199489680071 0.00099989831592765268 -0.0016571405459255963 -0.00022573329957167849 0.0013635015297447563 6.1319795355667015e-05 0.00082209962188854757 -0.00070531802389514034 -0.00040532115629029656 0.0012174962896431105 0.00014467711461349619 3.5454799307951183e-05 -0.00027802021948526229 -0.00053148770927791014 -0.00091528217537997824 0.00084969804036242854 -0.00034888526551784919 0.0002789104769436211
leaf_weight=46 53 47 59 55 58 48 1273 89 66 46 50 1095 51 231 46 49 71 233 88
leaf_count=46 53 47 59 55 58 48 1273 89 66 46 50 1095 51 231 46 49 71 233 88
internal_value=0 6.17979e-05 -1.23847e-05 -0.000467604 -3.46425e-05 0.000486198 3.9219e-05 0.000151737 0.000113746 0.000706405 7.38987e-05 0.000110512 0.000628729 7.04224e-05 6.5492e-06 -3.0919e-05 0.000294753 -1.6013e-06 0
internal_weight=0 3708 2027 208 153 106 1819 1681 1592 99 1493 1427 101 1326 1760 1555 205 1506 134
internal_count=3754 3708 2027 208 153 106 1819 1681 1592 99 1493 1427 101 1326 1760 1555 205 1506 134
is_linear=0
shrinkage=0.0995203


Tree=5917
num_leaves=14
num_cat=0
split_feature=4 1 18 18 1 26 0 0 1 21 26 26 10
split_gain=0.0121488 0.00198997 0.00828964 0.00779873 0.00276885 0.00200747 0.00507798 0.0129815 0.00218792 0.0018517 0.00182269 0.0100673 0.00320214
threshold=0.15730000000000002 -0.50388999999999995 -0.117225 0.089365000000000014 -0.49367499999999997 0.11991000000000003 -0.066264999999999991 -0.077044999999999988 0.056790000000000014 0.15544000000000005 0.0054200000000000012 0.080935000000000021 0.09056500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 9 7 8 -7 10 12 -12 -6
right_child=-2 4 3 -5 5 6 -8 -9 -10 -11 11 -13 -14
leaf_value=-0.00072908193691358114 -0.0015355042801982462 -0.00069260062470323622 0.0015243578614500945 -9.3276354229411733e-05 -7.3432301827266709e-05 0.00036621137183641975 0.00041785806409916137 -0.0019377997911247549 -0.00049295550682250053 0.00062747976487000881 0.0015295577153161622 8.4232236733187323e-05 0.00074816504285553408
leaf_weight=46 48 50 69 50 1090 71 82 47 50 59 49 1994 49
leaf_count=46 48 50 69 50 1090 71 82 47 50 59 49 1994 49
internal_value=0 5.75925e-05 0.000396011 0.000837801 4.1592e-05 5.2342e-05 -0.000218562 -0.000534068 4.41818e-06 7.34912e-05 6.2962e-05 0.000119298 -3.73683e-05
internal_weight=0 3706 165 119 3541 3491 250 168 121 3241 3182 2043 1139
internal_count=3754 3706 165 119 3541 3491 250 168 121 3241 3182 2043 1139
is_linear=0
shrinkage=0.0995203


Tree=5918
num_leaves=16
num_cat=0
split_feature=29 35 26 17 17 8 0 9 17 6 18 8 6 18 1
split_gain=0.0122708 0.00188451 0.00411268 0.00201884 0.00415106 0.00480171 0.0034198 0.00441505 0.00335859 0.00630792 0.00272623 0.0210411 0.00502434 0.0139168 0.00257331
threshold=0.12737000000000004 -0.076159999999999992 -0.084149999999999989 0.043850000000000007 0.066010000000000027 -0.070134999999999989 0.12461500000000002 -0.20504500000000001 0.0065250000000000013 0.088845000000000021 -0.077844999999999998 -0.080659999999999996 0.11816500000000002 -0.060544999999999995 -0.15796999999999997
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 -3 14 -10 11 -6 13 -12 -9
right_child=-2 3 -4 4 10 -7 -8 8 9 -11 12 -13 -14 -15 -16
leaf_value=-0.0010153299556247279 -0.0015640712890762174 0.001049201515917712 0.00023356848374927534 0 -0.0017775303220411984 -0.0010801053771325409 -0.00051301141599172974 0.00043093742054542021 -0.00010416626492769463 0.0015286041112531614 0.001734327115963811 0.00097115882332133967 -0.00066762619477828307 5.515177443783263e-05 5.8201612678443238e-05
leaf_weight=50 47 51 53 85 56 78 84 201 46 46 54 54 72 530 2247
leaf_count=50 47 51 53 85 56 78 84 201 46 46 54 54 72 530 2247
internal_value=0 5.37736e-05 -0.000364745 6.59617e-05 -5.98622e-05 -0.000516236 0.000109965 0.000130478 0.000111709 0.000703321 3.61827e-05 -0.000420732 0.000114047 0.00021182 8.91406e-05
internal_weight=0 3707 103 3604 929 163 2675 2591 2540 92 766 110 656 584 2448
internal_count=3754 3707 103 3604 929 163 2675 2591 2540 92 766 110 656 584 2448
is_linear=0
shrinkage=0.0995203


Tree=5919
num_leaves=9
num_cat=0
split_feature=7 10 10 0 1 0 23 9
split_gain=0.011065 0.00226698 0.00658593 0.0031832 0.0029722 0.00272779 0.00258314 0.00278086
threshold=0.10781500000000002 0.090150000000000022 0.085875000000000021 0.11291000000000002 -0.51744999999999985 0.15238000000000004 -0.046924999999999994 0.11408000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -6 -8
right_child=-2 -3 -4 5 6 -7 7 -9
leaf_value=0.00073186660878689792 -0.0015034687170483649 -0.00048394332633721016 0.00099049739270837831 -0.0010233080799092232 -0.00054667409979359996 -5.337289781685375e-05 3.5210586808061503e-05 0.00041264645311427621
leaf_weight=64 46 77 74 50 71 72 3093 207
leaf_count=64 46 77 74 50 71 72 3093 207
internal_value=0 4.9233e-05 6.07652e-05 4.11928e-05 5.91466e-05 -0.000457598 4.61318e-05 5.91342e-05
internal_weight=0 3708 3631 3557 3435 122 3371 3300
internal_count=3754 3708 3631 3557 3435 122 3371 3300
is_linear=0
shrinkage=0.0995203


Tree=5920
num_leaves=20
num_cat=0
split_feature=20 3 2 18 5 2 3 3 27 5 1 0 26 5 4 0 1 3 3
split_gain=0.0329092 0.00233996 0.00499037 0.00506533 0.00631075 0.0109614 0.0044628 0.0150689 0.00365196 0.0030506 0.0057284 0.00710376 0.0037653 0.00588541 0.00500459 0.00327384 0.0070637 0.00328013 0.00250556
threshold=-0.41270499999999993 0.08888500000000002 0.096520000000000022 -0.14624999999999996 0.0063000000000000009 -0.085944999999999994 0.088475000000000012 0.088115000000000013 -0.032854999999999995 -0.40939500000000001 0.10539000000000003 -0.103645 0.056820000000000016 -0.47386999999999996 0.10543500000000001 -0.13955999999999999 -0.018369999999999997 0.090295000000000028 0.10807500000000002
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 6 -6 7 -5 -3 12 15 -12 13 14 -10 16 -11 -17 -14
right_child=1 8 -4 4 5 -7 -8 -9 9 10 11 -13 18 -15 -16 17 -18 -19 -20
leaf_value=0.0026705379198954109 -0.00077478811132953857 0.00062615550393983798 0.0008835988805617125 4.1865269040978325e-05 -6.6313433543610355e-05 0.0016001572585132989 0.00078545113332232925 -0.0017633718091017024 0.00076210104779310178 0.00046651536570588357 0 -0.0016528853851228394 0.00016472183348405421 0.0011368957935032659 -0.00036698094686196008 -0.00042262703813900635 -0.00093282546816563785 -1.0700481591773532e-07 -0.00079739702177039152
leaf_weight=46 70 72 75 988 85 71 69 48 63 50 49 54 52 74 101 210 120 1393 53
leaf_count=46 70 72 75 988 85 71 69 48 63 50 49 54 52 74 101 210 120 1393 53
internal_value=0 -7.6982e-06 9.31198e-05 4.79623e-05 9.42837e-05 0.000686897 9.87975e-06 -4.0985e-05 -6.99281e-05 -9.28829e-05 -0.000143021 -0.000865588 0.000178954 0.000399486 6.17602e-05 -0.000100582 -0.000516439 -5.59697e-05 -0.000313123
internal_weight=0 3697 1406 1331 1261 156 1105 1036 2291 2219 1876 103 343 238 164 1773 170 1603 105
internal_count=3743 3697 1406 1331 1261 156 1105 1036 2291 2219 1876 103 343 238 164 1773 170 1603 105
is_linear=0
shrinkage=0.0995203


Tree=5921
num_leaves=19
num_cat=0
split_feature=20 6 8 8 0 24 1 0 9 0 18 0 0 0 1 0 6 8
split_gain=0.0266847 0.00247454 0.00589405 0.0159998 0.00465418 0.00210566 0.00235647 0.00438325 0.0037457 0.00422539 0.00906009 0.00389254 0.00988021 0.00368748 0.00930006 0.00491559 0.00283223 0.00249295
threshold=-0.41270499999999993 0.11481500000000001 -0.081415000000000001 -0.076924999999999993 -0.050054999999999995 0.084270000000000025 -0.018369999999999997 -0.23099 0.083925000000000013 -0.085794999999999996 -0.010395 -0.086254999999999984 -0.087184999999999999 -0.14574499999999999 0.00039500000000000011 -0.13955999999999999 0.041585000000000011 -0.074844999999999981
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 -5 6 8 -8 9 10 -2 12 -10 14 -9 -15 -11 -13
right_child=1 2 3 4 -6 -7 7 13 11 16 -12 17 -14 15 -16 -17 -18 -19
leaf_value=0.0024047655494154547 0.0012942864181377269 0.00064578990337467326 -0.0021674145157572385 0.0004398192977124854 -0.00077327201021757676 0.00053180352422916698 -0.0007940677970194464 -0.0008071917547613493 4.8516806147250063e-05 0.00023234418912239211 -0.00014297159982789464 0.00020210581809620203 -0.0013499169763636089 -0.0010838176781264631 0.00078063342408074663 -6.6720926325633466e-05 -0.0006200417944367874 -0.00010284499413346735
leaf_weight=46 106 48 47 81 51 76 82 49 166 211 72 652 71 49 140 1305 47 444
leaf_count=46 106 48 47 81 51 76 82 49 166 211 72 652 71 49 140 1305 47 444
internal_value=0 -6.90733e-06 -0.00032539 -0.000590392 -2.26735e-05 1.36912e-05 1.8482e-06 -8.44261e-05 8.15624e-05 0.000334781 0.000708325 -6.46609e-07 -0.000366969 -4.61829e-05 0.000364644 -0.000104133 7.38915e-05 7.78204e-05
internal_weight=0 3697 227 179 132 3470 3394 1625 1769 436 178 1333 237 1543 189 1354 258 1096
internal_count=3743 3697 227 179 132 3470 3394 1625 1769 436 178 1333 237 1543 189 1354 258 1096
is_linear=0
shrinkage=0.0995203


Tree=5922
num_leaves=13
num_cat=0
split_feature=20 17 18 26 9 5 21 29 5 29 8 8
split_gain=0.0216384 0.00245932 0.0044078 0.00256566 0.00623435 0.00599631 0.00301945 0.00211208 0.00226932 0.00223261 0.00410847 0.00247402
threshold=-0.41270499999999993 0.40057000000000009 -0.070914999999999992 0.098705000000000029 0.094685000000000033 -0.039649999999999998 0.08846500000000003 -0.11266 -0.54885499999999998 0.12330000000000002 -0.49499500000000002 0.15415000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 4 5 6 -4 -2 -9 10 -10 -12
right_child=1 2 3 -5 -6 -7 -8 8 9 -11 11 -13
leaf_value=0.0021654430139516935 0.00064218785400993678 -0.0010999585572845276 -0.00034759742122455431 -0.0007104535761347637 0.00097757978033169456 -0.001164354220296819 0.00068240502380205762 -0.0006192289486243067 -0.00072870168124719451 0.00067963526681362148 4.1456249140251185e-05 -0.00049930657060260957
leaf_weight=46 53 53 58 55 54 50 54 56 73 50 3055 86
leaf_count=46 53 53 58 55 54 50 54 56 73 50 3055 86
internal_value=0 -6.24196e-06 -0.000268304 -0.000102635 4.83435e-05 -0.000256349 0.000141702 1.86883e-05 8.48822e-06 1.95087e-05 8.98443e-06 2.63896e-05
internal_weight=0 3697 324 271 216 162 112 3373 3320 3264 3214 3141
internal_count=3743 3697 324 271 216 162 112 3373 3320 3264 3214 3141
is_linear=0
shrinkage=0.0995203


Tree=5923
num_leaves=17
num_cat=0
split_feature=20 17 6 0 18 0 9 7 6 1 1 1 9 9 1 4
split_gain=0.0175465 0.00199778 0.00428385 0.00362975 0.00902423 0.00786778 0.00453716 0.00201045 0.00186438 0.00761757 0.00218382 0.00922607 0.00400889 0.00278566 0.00255472 0.00189177
threshold=-0.41270499999999993 0.40057000000000009 0.11816500000000002 -0.082794999999999994 -0.060544999999999995 -0.090939999999999993 0.094375000000000028 -0.10984999999999999 -0.45687499999999998 0.51334500000000016 -0.0084199999999999987 -0.0064949999999999999 0.12188500000000002 0.11985000000000003 -0.010395 0.13481000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 5 -5 -3 -6 -2 9 -9 13 -12 -13 14 -10 -11
right_child=1 2 -4 4 6 -7 -8 8 10 15 11 12 -14 -15 -16 -17
leaf_value=0.0019499374822056976 -0.00061533504815495046 0.00010705370290069852 -0.0011219062015206968 0.0014083519637823026 0.00040517017230069758 -0.001451957335897866 -0.00097057347079722973 0.0013741817084571249 6.4193066737414193e-05 -0.00059820929593366347 -0.0012350702166541395 -7.4263409562791142e-05 0.00083008835929496128 -0.00066914153296303248 0.0006110919363554936 0.00026188583444781733
leaf_weight=46 49 87 47 46 46 50 48 50 1932 46 67 985 51 49 89 55
leaf_count=46 49 87 47 46 46 50 48 50 1932 46 67 985 51 49 89 55
internal_value=0 -5.64279e-06 -0.000241854 -8.95757e-05 0.000263104 -0.000455953 -0.000288629 1.68042e-05 2.63691e-05 0.00036818 9.84461e-06 -0.00010296 -2.89539e-05 7.03479e-05 8.86823e-05 -0.000121736
internal_weight=0 3697 324 277 140 137 94 3373 3324 151 3173 1103 1036 2070 2021 101
internal_count=3743 3697 324 277 140 137 94 3373 3324 151 3173 1103 1036 2070 2021 101
is_linear=0
shrinkage=0.0995203


Tree=5924
num_leaves=20
num_cat=0
split_feature=6 6 6 1 8 17 3 3 3 3 8 8 24 10 17 23 3 9 29
split_gain=0.00835074 0.019723 0.00653427 0.00543359 0.00708999 0.0091161 0.00693518 0.0123038 0.0112815 0.00807657 0.00679955 0.00531733 0.00345222 0.00394971 0.00302141 0.00285757 0.00273762 0.00569066 0.00391055
threshold=0.092120000000000021 0.093245000000000022 0.090845000000000023 -0.076329999999999995 -0.067434999999999981 0.052150000000000009 0.097880000000000023 0.092300000000000021 0.10850000000000003 0.11868500000000003 -0.078704999999999997 -0.079585000000000003 -0.071224999999999997 0.090150000000000022 -0.059294999999999994 1.0000000180025095e-35 0.12061000000000002 -0.093949999999999992 -0.081409999999999996
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 5 11 7 -5 -8 -10 -9 -3 -1 15 -6 16 18 -18 -14
right_child=1 3 -4 6 14 -7 8 10 9 -11 -12 -13 13 -15 -16 -17 17 -19 -20
leaf_value=0.00089365681731908399 -0.0022257422513628066 0.00059752163441993689 0.00096149501222621509 0.00030625034142064137 0 0.001723909078988167 0.001084808097602321 -0.0023072257295810605 -0.0015175386354250692 0.00013909233068250704 -0.00080310230636408437 -0.00069947042713315577 -0.0004334231727998808 -0.00073647023515972831 -0.0011086548586415274 -0.00061430000397489227 0.00061326016684728145 -0.00042538341099328383 0.0001245104367034568
leaf_weight=46 50 83 78 62 49 47 64 50 50 68 80 50 131 66 46 64 65 258 2295
leaf_count=46 50 83 78 62 49 47 64 50 50 68 80 50 131 66 46 64 65 258 2295
internal_value=0 -0.000319798 6.20879e-05 -0.000171699 0.000161974 0.000531359 -0.000419236 -0.000836573 1.65332e-05 -0.000555933 -0.00138791 0.000103775 3.78238e-05 2.38652e-05 -0.000529294 4.19956e-05 5.75727e-05 -0.000213834 9.40455e-05
internal_weight=0 699 3003 649 275 180 374 192 182 118 130 133 2925 2879 95 2813 2749 323 2426
internal_count=3702 699 3003 649 275 180 374 192 182 118 130 133 2925 2879 95 2813 2749 323 2426
is_linear=0
shrinkage=0.0995203


Tree=5925
num_leaves=28
num_cat=0
split_feature=6 6 5 9 5 6 18 17 1 9 6 8 24 4 4 5 4 5 9 17 20 8 5 6 9 5 17
split_gain=0.00676638 0.0159921 0.00530217 0.0127161 0.00925571 0.0052982 0.00426919 0.00478249 0.00304353 0.00575686 0.00674903 0.00439521 0.00279934 0.00328779 0.00457856 0.00703664 0.00413276 0.00291323 0.0060919 0.00460977 0.00786987 0.0043162 0.00355341 0.00273262 0.00253855 0.00190574 0.000522564
threshold=0.092120000000000021 0.093245000000000022 -0.039649999999999998 0.092605000000000021 -0.013944999999999999 0.090845000000000023 0.11362500000000002 0.021725000000000005 -0.084059999999999996 0.094375000000000028 0.11989000000000002 -0.079585000000000003 -0.071224999999999997 0.094025000000000011 0.085065000000000016 -0.089564999999999992 0.079225000000000018 -0.0050400000000000002 0.095415000000000014 -0.053765 -0.042414999999999994 -0.086254999999999984 -0.065999999999999989 0.089810000000000015 0.088510000000000019 -0.013944999999999999 -0.11741999999999998
decision_type=2 2 2 2 2 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 -4 12 7 -5 11 24 -11 -6 -1 14 16 -16 23 19 21 22 -21 -19 -15 -14 -10 -18 -13
right_child=1 2 4 6 8 -7 -8 -9 9 10 -12 26 13 17 15 -17 25 18 -20 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00080471994192276349 -0.0020042359458858532 -0.001663386329258479 0.0012964467990457984 -0.00023518711135577398 0.00090777176768548043 0.00086580688922720998 -0.0006822536798841755 0.0010714588068809964 -0.00040474640452828689 -0.00070291120709306142 0.00093070675976920589 -0.00043210062354190901 0.00010073501095536082 0.001221674745505226 -0.00026351589405581465 0.0011919114993211347 -0.0010621912770935808 -6.3873260156115539e-05 0.00048934525793357941 -0.00098080292851509599 6.0676330128506014e-05 -0.0011491032943023404 0 -0.00048495699051084802 -0.0014760337971017909 -0.00013294135138969336 2.4423382520265063e-05
leaf_weight=46 50 69 53 66 57 78 71 47 47 48 52 47 1859 46 52 86 46 58 49 93 311 105 46 82 46 46 46
leaf_count=46 50 69 53 66 57 78 71 47 47 48 52 47 1859 46 52 86 46 58 49 93 311 105 46 82 46 46 46
internal_value=0 -0.00028787 -0.000154376 -0.000510657 7.11797e-05 5.58818e-05 -7.39336e-05 0.000301041 -0.000115761 -0.000378665 0.000138384 0.000217052 3.40039e-05 2.14052e-05 8.23904e-05 0.000637558 4.43029e-05 -0.000164442 -0.000473503 -3.06936e-05 -0.000177044 -0.00076797 0.000603077 7.55699e-05 -0.000943433 -0.000606465 -0.000197491
internal_weight=0 699 649 253 396 3003 184 113 343 193 100 150 2925 2879 2171 138 2033 708 212 496 404 163 92 1941 93 92 93
internal_count=3702 699 649 253 396 3003 184 113 343 193 100 150 2925 2879 2171 138 2033 708 212 496 404 163 92 1941 93 92 93
is_linear=0
shrinkage=0.0995203


Tree=5926
num_leaves=18
num_cat=0
split_feature=6 6 5 9 5 6 18 26 3 3 6 24 10 5 4 1 6
split_gain=0.00549322 0.0129611 0.00430356 0.0103035 0.00750617 0.00429622 0.00345728 0.00549909 0.00305597 0.0126434 0.0102878 0.00227011 0.00333216 0.00447983 0.00278486 0.00511204 0.00401349
threshold=0.092120000000000021 0.093245000000000022 -0.039649999999999998 0.092605000000000021 -0.013944999999999999 0.090845000000000023 0.11362500000000002 0.10353500000000003 0.10871500000000002 0.097880000000000023 0.11690000000000002 -0.071224999999999997 0.090150000000000022 0.62931500000000018 0.094025000000000011 -0.50763499999999995 -0.23020499999999999
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 11 7 -5 9 10 -6 -1 13 14 16 -16 -13
right_child=1 2 4 6 8 -7 -8 -9 -10 -11 -12 12 -14 -15 15 -17 -18
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leaf_weight=46 50 69 53 65 151 78 71 48 80 57 55 52 66 62 49 580 2070
leaf_count=46 50 69 53 65 151 78 71 48 80 57 55 52 66 62 49 580 2070
internal_value=0 -0.000259454 -0.000139138 -0.000460158 6.38901e-05 5.02696e-05 -6.65757e-05 0.00027036 -0.00010424 5.674e-05 -0.000302979 3.05398e-05 1.91654e-05 3.58417e-05 1.66841e-05 -0.000166841 7.14701e-05
internal_weight=0 699 649 253 396 3003 184 113 343 263 206 2925 2879 2813 2751 629 2122
internal_count=3702 699 649 253 396 3003 184 113 343 263 206 2925 2879 2813 2751 629 2122
is_linear=0
shrinkage=0.0995203


Tree=5927
num_leaves=16
num_cat=0
split_feature=4 20 4 4 2 17 4 4 3 17 3 3 8 8 8
split_gain=0.00361174 0.00300378 0.00289561 0.0107667 0.0031315 0.00305988 0.00505695 0.00558199 0.00421877 0.00290461 0.00860992 0.00269402 0.00244263 0.0264279 0.00396375
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 9 8 -7 -8 -5 10 -1 -2 14 -14 -11
right_child=11 -3 3 5 -6 6 7 -9 -10 12 -12 -13 13 -15 -16
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leaf_weight=66 48 48 53 46 56 51 63 170 51 1350 56 70 50 868 656
leaf_count=66 48 48 53 46 56 51 63 170 51 1350 56 70 50 868 656
internal_value=0 -2.52717e-05 -3.61078e-05 -0.000276893 -2.15571e-06 -8.97384e-05 -0.000256309 -5.61361e-05 0.000389513 1.11376e-05 0.000487026 0.000534215 -8.43827e-06 0.000125704 -7.02333e-05
internal_weight=0 3584 3536 434 3102 381 284 233 97 3046 122 118 2924 918 2006
internal_count=3702 3584 3536 434 3102 381 284 233 97 3046 122 118 2924 918 2006
is_linear=0
shrinkage=0.0995203


Tree=5928
num_leaves=13
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split_feature=24 26 8 26 18 0 21 3 23 12 3 21
split_gain=0.00411715 0.00292255 0.00663751 0.00337472 0.00286944 0.00250789 0.00587565 0.0141717 0.00244301 0.00226671 0.00270866 0.000794019
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 -1 -8 -7 10 -10 -4
right_child=-2 2 11 4 -6 8 7 -9 9 -11 -12 -13
leaf_value=-0.00045238464728401969 -0.0009322748122664522 -0.00051811908085337406 0.0012218859385886602 -6.9663267862961155e-05 -0.0010098445053613968 -0.00058601405879232663 0.0014566711570131803 -0.00062859222480255502 -0.00017854202593794454 0.00066731708675221311 3.362990716294589e-05 0.00059396596442419112
leaf_weight=63 48 47 48 71 62 75 89 50 806 48 2275 47
leaf_count=63 48 47 48 71 62 75 89 50 806 48 2275 47
internal_value=0 -4.28213e-06 0.000438136 -2.22652e-05 -0.000514099 -2.81937e-06 0.000337013 0.000700687 -2.45e-05 -1.07793e-05 -2.16093e-05 0.000919848
internal_weight=0 3681 142 3539 133 3406 202 139 3204 3129 3081 95
internal_count=3729 3681 142 3539 133 3406 202 139 3204 3129 3081 95
is_linear=0
shrinkage=0.0995203


Tree=5929
num_leaves=16
num_cat=0
split_feature=24 26 8 26 8 0 6 4 8 0 8 0 26 4 20
split_gain=0.00333802 0.00237039 0.00539575 0.0027434 0.00272905 0.00202322 0.00970977 0.00382447 0.00190545 0.0074873 0.00626046 0.00483995 0.00352694 0.00244089 0.00157374
threshold=0.10415500000000003 0.15222000000000005 -0.045194999999999999 0.11928500000000002 -0.060034999999999998 -0.19126499999999999 -0.095814999999999997 0.090805000000000011 -0.074844999999999981 -0.085754999999999984 -0.071594999999999992 -0.086304999999999993 0.095245000000000024 0.10300500000000003 -0.040959999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 -1 -8 9 11 -10 -7 -11 -12 -4
right_child=-2 2 14 4 -6 8 7 -9 10 12 13 -13 -14 -15 -16
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leaf_weight=87 48 47 48 73 60 865 51 64 85 972 870 61 127 224 47
leaf_count=87 48 47 48 73 60 865 51 64 85 972 870 61 127 224 47
internal_value=0 -3.87811e-06 0.000394533 -2.00954e-05 -0.000463548 -2.5388e-06 0.000302667 -0.00029186 -2.20364e-05 3.62129e-05 -0.000122777 -0.000171775 0.000212205 -5.80562e-05 0.000829162
internal_weight=0 3681 142 3539 133 3406 202 115 3204 2025 1179 926 1099 1094 95
internal_count=3729 3681 142 3539 133 3406 202 115 3204 2025 1179 926 1099 1094 95
is_linear=0
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Tree=5930
num_leaves=13
num_cat=0
split_feature=24 23 26 9 8 26 8 2 1 29 9 29
split_gain=0.00270646 0.00214133 0.00264994 0.00314945 0.002523 0.00245668 0.00785522 0.0157629 0.00300682 0.0063213 0.0033066 0.00312942
threshold=0.10415500000000003 -0.046924999999999994 0.15583500000000003 0.11351500000000002 -0.07106999999999998 0.11699500000000003 -0.049499999999999995 -0.077604999999999993 0.41897000000000012 -1.0000000180025095e-35 0.11640000000000002 0.099300000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 -1 8 7 -7 10 -10 11 -3
right_child=-2 2 3 -5 -6 6 -8 -9 9 -11 -12 -13
leaf_value=4.7598663378196471e-05 -0.00075594800646499173 2.0181985093216145e-05 1.8732158574423245e-05 0.0010415832183727548 -0.00095776679822746848 0.0015715417958447656 -0.0012766604049409989 -0.0007008732888988691 -0.00018515725660836054 0.0010745147654091236 -0.00067485538739437952 -0.00080679522664465738
leaf_weight=46 48 2990 72 53 50 46 62 88 78 78 72 46
leaf_count=46 48 2990 72 53 50 46 62 88 78 78 72 46
internal_value=0 -3.49215e-06 8.70488e-06 0.00045897 -0.000467502 -7.32534e-06 -0.000349688 7.31006e-05 1.29824e-05 0.000439431 -8.15898e-06 7.38238e-06
internal_weight=0 3681 3585 125 96 3460 196 134 3264 156 3108 3036
internal_count=3729 3681 3585 125 96 3460 196 134 3264 156 3108 3036
is_linear=0
shrinkage=0.0995203


Tree=5931
num_leaves=16
num_cat=0
split_feature=24 3 26 17 17 17 9 8 1 1 18 20 3 3 5
split_gain=0.00219452 0.0019352 0.00870083 0.0035035 0.00368565 0.00447113 0.00911468 0.00700487 0.00166752 0.003789 0.00237639 0.00201164 0.00172335 0.00927937 0.00769036
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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 -7 10 -10 -3 -11 13 -13 -14
right_child=-2 8 -4 -5 -6 7 -8 -9 9 11 -12 12 14 -15 -16
leaf_value=-4.3759330008873153e-05 -0.00068071590573014434 0.00093410701222284946 -0.001138867635118017 -0.0007685668287980747 0.00090040911923410427 -0.00099536617449639034 0.0014284384044660203 0.00034437716776094314 -0.0008016953554956782 -0.00044714437124914543 -4.0832765356959129e-05 6.0529617857451965e-05 4.6979665049027722e-06 0.0014910067541998601 -0.0012395976141602999
leaf_weight=244 48 48 79 56 47 95 50 64 55 84 48 2044 668 46 53
leaf_count=244 48 48 79 56 47 95 50 64 55 84 48 2044 668 46 53
internal_value=0 -3.12248e-06 -0.000161364 -2.10015e-05 6.10886e-05 -2.41862e-05 0.00020383 -0.00045095 2.95974e-05 1.60259e-05 0.00043811 3.1844e-05 4.64486e-05 9.24055e-05 -8.56336e-05
internal_weight=0 3681 635 556 500 453 294 159 3046 2950 96 2895 2811 2090 721
internal_count=3729 3681 635 556 500 453 294 159 3046 2950 96 2895 2811 2090 721
is_linear=0
shrinkage=0.0995203


Tree=5932
num_leaves=16
num_cat=0
split_feature=6 17 4 2 6 0 2 8 9 7 2 6 9 8 17
split_gain=0.0346525 0.00425348 0.00685805 0.00795354 0.00318116 0.0050215 0.018116 0.00614175 0.00272141 0.0130268 0.0122594 0.00635574 0.00431589 0.0110792 0.00463786
threshold=0.23663500000000004 -0.55157999999999996 0.10252500000000002 -0.08569499999999998 0.11642500000000001 -0.076154999999999987 -0.073884999999999992 -0.054384999999999996 0.11408000000000003 0.089755000000000015 -0.049174999999999996 -0.06656999999999999 0.10591500000000002 -0.045194999999999999 -0.54192999999999991
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 -6 -7 9 12 11 -10 14 -14 -3
right_child=-2 4 -4 -5 5 7 -8 -9 10 -11 -12 -13 13 -15 -16
leaf_value=0.000813306962237269 -0.0026023072052740754 0.00097560180904663479 -0.0015231081135723067 -0.00097066839149786055 -0.00034268648026231985 -0.00092945296153238658 0.0022891843674710311 0.00066189535788431411 0.00092136257266450697 0.0015339409112739763 -0.0016223876007753514 -0.00051271827059383445 0.00036656201696417927 -0.0016129799157186013 8.608644669717853e-06
leaf_weight=51 51 50 46 48 54 46 49 50 59 56 54 63 56 55 2953
leaf_count=51 51 50 46 48 54 46 49 50 59 56 54 63 56 55 2953
internal_value=0 9.53778e-06 -0.000518458 -4.33819e-05 3.13652e-05 0.000418022 0.000901421 -9.20984e-05 8.12448e-06 2.9512e-05 -0.000372442 0.000174103 2.19448e-06 -0.000606917 2.49817e-05
internal_weight=0 3690 145 99 3545 199 103 96 3346 3170 176 122 3114 111 3003
internal_count=3741 3690 145 99 3545 199 103 96 3346 3170 176 122 3114 111 3003
is_linear=0
shrinkage=0.0995203


Tree=5933
num_leaves=13
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split_feature=20 17 4 6 1 3 3 19 21 9 9 0
split_gain=0.0297361 0.0034432 0.00556031 0.0054634 0.0027459 0.00282291 0.00411904 0.00315597 0.00546021 0.0025162 0.0119883 0.00383213
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -3 -9 10 11 -7
right_child=1 4 -4 -5 -6 9 -8 8 -10 -11 -12 -13
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leaf_weight=47 46 76 46 53 51 236 49 2875 70 81 51 60
leaf_count=47 46 76 46 53 51 236 49 2875 70 81 51 60
internal_value=0 8.17253e-06 -0.000466861 -3.82415e-05 2.78115e-05 3.86033e-05 4.95038e-06 1.98968e-05 3.64998e-05 0.000278079 0.000395503 0.000149675
internal_weight=0 3694 145 99 3549 3498 3070 3021 2945 428 347 296
internal_count=3741 3694 145 99 3549 3498 3070 3021 2945 428 347 296
is_linear=0
shrinkage=0.0995203


Tree=5934
num_leaves=10
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split_feature=6 10 10 18 26 8 3 17 26
split_gain=0.0250229 0.00312681 0.00569305 0.00281361 0.00297458 0.00506628 0.00346856 0.00254518 0.00230816
threshold=0.23663500000000004 0.091870000000000021 0.084475000000000022 0.23251500000000005 -0.23202999999999999 0.093085000000000015 0.10174000000000002 -0.55157999999999996 0.41344500000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 -7 -4 -6
right_child=-2 -3 7 -5 5 6 -8 -9 -10
leaf_value=-0.00057395399847063634 -0.0022103990767491375 0.00065852527392325189 -0.0012462994976516766 0.000567656218573923 9.0108501978509167e-06 0.00012119800744630177 0.0013447239160841872 -0.00026496225904087305 -0.00062988941159422031
leaf_weight=86 51 72 49 90 3179 48 47 62 57
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internal_value=0 9.05361e-06 -3.64494e-06 1.83373e-05 3.62929e-06 1.87871e-05 0.000735139 -0.000705541 -1.98999e-06
internal_weight=0 3690 3618 3507 3417 3331 95 111 3236
internal_count=3741 3690 3618 3507 3417 3331 95 111 3236
is_linear=0
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Tree=5935
num_leaves=10
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split_feature=20 10 10 2 26 4 18 8 26
split_gain=0.0215021 0.00264105 0.00461645 0.00388555 0.0025642 0.00452072 0.00345422 0.00619835 0.00278071
threshold=-0.41270499999999993 0.091870000000000021 0.084475000000000022 -0.24151999999999998 -0.23202999999999999 0.15221500000000004 0.14607000000000003 -0.057284999999999996 0.097125000000000031
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 8 -8 -6
right_child=1 -3 3 -5 5 -7 7 -9 -10
leaf_value=-0.0021341663203458703 -0.00050511565087112099 0.00059645110972768106 -0.001275873461833349 -7.8572347653677879e-05 3.4500261303842399e-05 0.00094211263216519123 -3.7411905377724348e-05 0.0012158930725080079 -0.00021292581549325578
leaf_weight=47 91 74 51 60 2664 53 95 65 541
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internal_value=0 7.8174e-06 -3.98931e-06 -0.000636059 1.57716e-05 2.98791e-05 1.52678e-05 0.000466627 -7.00953e-06
internal_weight=0 3694 3620 111 3509 3418 3365 160 3205
internal_count=3741 3694 3620 111 3509 3418 3365 160 3205
is_linear=0
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Tree=5936
num_leaves=9
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split_feature=10 4 25 24 8 1 2 5
split_gain=0.0288804 0.0102037 0.00346649 0.00342243 0.00235606 0.00446679 0.00334523 0.00423666
threshold=0.096215000000000023 0.15615500000000004 0.096120000000000025 -0.065834999999999991 -0.396895 0.0049450000000000015 0.12875500000000004 0.51659500000000014
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -6
right_child=-2 -3 -4 4 6 -7 -8 -9
leaf_value=-0.00067022075392274814 0.0023431466365580037 0.0014868422397891368 0.00081000912751809308 -2.9034200724839965e-05 -7.5512447838159156e-07 0.0010527769647546688 -0.00069138137430418739 0.00053538441386703512
leaf_weight=71 55 48 55 91 3117 63 66 153
leaf_count=71 55 48 55 91 3117 63 66 153
internal_value=0 4.50673e-05 2.57023e-05 1.33587e-05 2.74999e-05 0.000408209 9.67975e-06 2.408e-05
internal_weight=0 3664 3616 3561 3490 154 3336 3270
internal_count=3719 3664 3616 3561 3490 154 3336 3270
is_linear=0
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Tree=5937
num_leaves=14
num_cat=0
split_feature=22 29 5 2 2 9 9 8 2 1 26 22 7
split_gain=0.0280282 0.0107622 0.00258399 0.00266183 0.0198765 0.00422308 0.00572434 0.00427509 0.0025657 0.0109591 0.0101439 0.00240767 0.00236661
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 9 -5 -11 12 -10
right_child=-2 -3 -4 8 -6 6 -8 -9 11 10 -12 -13 -14
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leaf_weight=261 46 47 80 59 47 65 218 577 58 210 62 70 1919
leaf_count=261 46 47 80 59 47 65 218 577 58 210 62 70 1919
internal_value=0 4.05828e-05 2.0959e-05 8.10602e-06 -0.000114663 -2.98591e-05 -0.000362786 8.15963e-05 6.87507e-05 0.000326045 0.000594561 2.67463e-05 4.74368e-05
internal_weight=0 3673 3626 3546 1168 1121 283 838 2378 331 272 2047 1977
internal_count=3719 3673 3626 3546 1168 1121 283 838 2378 331 272 2047 1977
is_linear=0
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Tree=5938
num_leaves=11
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split_feature=10 29 24 2 3 4 27 20 20 9
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decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 8 -8 -9
right_child=-2 -3 3 4 -6 -7 7 9 -10 -11
leaf_value=-0.00059248819642866127 0.0020986914113824227 0.0013900350878489965 -0.00068243361367838684 0.00025454674097805769 -0.00018421349420825407 0.0016719307824166253 6.9855643686595007e-05 -5.3035164015498621e-05 0.00084145727073392735 0.00037204329628992376
leaf_weight=85 55 46 51 68 85 51 506 2486 99 187
leaf_count=85 55 46 51 68 85 51 506 2486 99 187
internal_value=0 3.35404e-05 1.60674e-05 3.09403e-05 0.000426076 0.000868877 6.48057e-06 1.74486e-05 0.000197471 -2.29909e-05
internal_weight=0 3664 3618 3533 204 119 3329 3278 605 2673
internal_count=3719 3664 3618 3533 204 119 3329 3278 605 2673
is_linear=0
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Tree=5939
num_leaves=10
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split_feature=22 30 10 10 21 21 21 20 2
split_gain=0.0225128 0.00928578 0.00267352 0.0068466 0.00260824 0.0119454 0.0041363 0.00377412 0.00353298
threshold=0.13292500000000004 -1.0000000180025095e-35 0.090150000000000022 0.086275000000000018 -0.021529999999999997 -0.042694999999999997 -0.012349999999999998 -0.17097999999999999 -0.083104999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -6 -3 -8
right_child=-2 2 -4 -5 6 -7 8 -9 -10
leaf_value=0.0014055944358936565 0.002246177171856289 0.00077382747214072988 -0.00056028474174366733 0.0010701817172039886 0.00092609759806949407 -0.0017429975899361813 -0.00013915209729060472 -0.00017007273420510029 9.3110168862435897e-05
leaf_weight=48 46 49 79 61 51 46 934 289 2116
leaf_count=48 46 49 79 61 51 46 934 289 2116
internal_value=0 3.03185e-05 1.18821e-05 2.48601e-05 6.32827e-06 -0.000238051 3.68539e-05 -3.08131e-05 2.17162e-05
internal_weight=0 3673 3625 3546 3485 384 3101 338 3050
internal_count=3719 3673 3625 3546 3485 384 3101 338 3050
is_linear=0
shrinkage=0.0995203


Tree=5940
num_leaves=15
num_cat=0
split_feature=21 0 20 20 0 17 8 26 26 0 21 26 10 0
split_gain=0.00633108 0.00376577 0.00358831 0.00740177 0.00273936 0.00532794 0.00486957 0.00386665 0.00426799 0.00384267 0.00362387 0.00633735 0.00527531 0.00313621
threshold=0.16638500000000003 -0.19631499999999999 -0.071149999999999991 -0.0058900000000000003 -0.11239999999999999 0.26430000000000003 -0.26194999999999996 -0.2382 -0.15514999999999998 -0.10806499999999999 0.084670000000000009 -0.031674999999999995 0.07635500000000002 -0.1021
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 -6 -9 -10 12 -12 -8 -11
right_child=-2 4 3 -5 7 -7 10 8 9 13 11 -13 -14 -15
leaf_value=0.001131079662525803 -0.0010217191927250713 -0.00083104983064495586 -0.00074352638743808356 0.00078639702960114856 0.00075100206805202427 -0.001249189391065675 0.00088561326482335665 -0.00074449304123157592 0.00093896911074855963 -0.00072914979388712315 0.00045828799481783335 -0.00086762503601165862 -0.00032476568102769937 3.5993194260717578e-05
leaf_weight=56 58 74 52 78 73 46 92 71 46 54 63 81 57 2852
leaf_count=56 58 74 52 78 73 46 92 71 46 54 63 81 57 2852
internal_value=0 2.60437e-05 0.000462452 0.00016813 2.67791e-06 -0.00023782 -0.000108824 3.50243e-05 1.74639e-05 3.60674e-05 7.07873e-05 -0.000281853 0.000417088 2.14934e-05
internal_weight=0 3695 186 130 3509 413 367 3096 3023 2952 293 144 149 2906
internal_count=3753 3695 186 130 3509 413 367 3096 3023 2952 293 144 149 2906
is_linear=0
shrinkage=0.0995203


Tree=5941
num_leaves=13
num_cat=0
split_feature=18 8 6 26 26 29 30 2 2 17 2 18
split_gain=0.00240358 0.00772325 0.00308617 0.00258681 0.00460522 0.00388026 0.00611683 0.00252932 0.00706845 0.00444551 0.00431656 0.00433476
threshold=0.23251500000000005 -0.078504999999999991 0.18123500000000006 -0.23202999999999999 -0.43370499999999995 -0.085039999999999991 0.080210000000000017 -0.081055000000000002 -0.080604999999999996 -0.467555 -0.081604999999999997 -0.12363
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -5 10 -9 -10 11 -7
right_child=1 -3 -4 5 -6 7 -8 8 9 -11 -12 -13
leaf_value=0.000203684110565362 0.00036525042712604738 -0.001384538647994493 0.00063340968549650573 -5.0677883173622257e-05 -0.0011300478139659961 0.00065482918145258224 0.0014788495128798755 -0.00098514109610067248 -0.0006279674198394759 9.6568452068709365e-06 0.00078701853202910437 7.621315795860383e-06
leaf_weight=48 51 48 80 57 53 111 46 81 116 1601 85 1376
leaf_count=48 51 48 80 57 53 111 46 81 116 1601 85 1376
internal_value=0 -0.000474863 2.19547e-05 8.03886e-06 -0.00048809 2.27027e-05 0.000624465 4.06769e-06 -7.62959e-05 -3.29441e-05 9.65056e-05 5.64839e-05
internal_weight=0 99 3654 3574 101 3473 103 3370 1798 1717 1572 1487
internal_count=3753 99 3654 3574 101 3473 103 3370 1798 1717 1572 1487
is_linear=0
shrinkage=0.0995203


Tree=5942
num_leaves=14
num_cat=0
split_feature=18 17 6 35 6 5 5 4 4 4 4 17 10
split_gain=0.00194234 0.00708681 0.00250194 0.00209982 0.00246242 0.00911362 0.0114175 0.00520202 0.00436398 0.00779758 0.00411957 0.00748031 0.00318923
threshold=0.23251500000000005 -0.046254999999999998 0.18123500000000006 0.004000000000000001 -0.19631499999999999 -0.49053999999999998 -0.46244499999999994 0.11355500000000003 0.11805500000000003 0.12829500000000002 0.10739000000000003 -0.081244999999999998 0.08821500000000003
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 10 -10 12 -12 -6
right_child=1 -3 -4 -5 8 6 7 -9 9 -11 11 -13 -14
leaf_value=0.0012478315740801311 -0.0012644021112733893 0.00041122582056153656 0.00057037275498555225 -0.00066036757145951765 2.0617592662249187e-06 -0.0011236895839910508 0.00097364985842190337 -5.8031782941774578e-05 -0.0015994304524301474 -2.3119517179219676e-06 0.0013926405487475887 -9.5967853588302767e-05 -0.00083295823684916687
leaf_weight=74 50 49 80 46 2877 67 84 111 47 88 59 75 46
leaf_count=74 50 49 80 46 2877 67 84 111 47 88 59 75 46
internal_value=0 -0.000426782 1.98143e-05 7.26163e-06 1.61986e-05 0.000272556 0 0.000382187 -1.05299e-05 -0.00056441 1.36622e-05 0.000553355 -1.07991e-05
internal_weight=0 99 3654 3574 3528 336 262 195 3192 135 3057 134 2923
internal_count=3753 99 3654 3574 3528 336 262 195 3192 135 3057 134 2923
is_linear=0
shrinkage=0.0995203


Tree=5943
num_leaves=16
num_cat=0
split_feature=7 0 18 0 20 2 4 6 12 2 3 3 20 20 3
split_gain=0.0020884 0.00339544 0.0169014 0.00635498 0.0053917 0.00312013 0.00855742 0.00298825 0.00262822 0.00237776 0.00673962 0.00327064 0.0022486 0.00799508 0.00464978
threshold=-0.23835999999999999 -0.11239999999999999 0.099430000000000032 -0.13417999999999999 0.059705000000000015 0.13896000000000006 0.10533000000000002 0.18123500000000006 0.092405000000000029 0.097285000000000024 0.10892000000000003 0.14166500000000004 -0.09638999999999999 -0.08588999999999998 0.096595000000000028
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 -2 8 9 12 -11 -12 14 -14 -3
right_child=1 7 -4 -5 -6 -7 -8 -9 -10 10 11 -13 13 -15 -16
leaf_value=0.00067344376029616611 0.00044730937005632755 0 -0.0018039001252356738 -0.00081719976769197152 -0.00067741111838807815 0.00091424832578447513 -0.00075369951504429067 0.00071347577681473589 0.00074151930074210966 -0.0010160045170266559 0.00082023912951143701 -0.00027849156350143048 -0.00096467833203189629 4.537594546336725e-05 0.0011202999379041874
leaf_weight=46 227 101 60 87 71 62 79 64 50 81 46 63 80 2579 57
leaf_count=46 227 101 60 87 71 62 79 64 50 81 46 63 80 2579 57
internal_value=0 -1.07683e-06 -0.000221101 -3.89967e-05 0.000113361 0.000268153 0.00013457 3.99726e-05 2.56047e-05 1.34283e-05 -0.000326897 0.000177683 3.6673e-05 1.46791e-05 0.00040163
internal_weight=0 3707 586 526 439 368 306 3121 3057 3007 190 109 2817 2659 158
internal_count=3753 3707 586 526 439 368 306 3121 3057 3007 190 109 2817 2659 158
is_linear=0
shrinkage=0.0995203


Tree=5944
num_leaves=16
num_cat=0
split_feature=21 5 3 17 18 5 2 18 26 26 8 1 18 9 18
split_gain=0.00858742 0.00340153 0.0149753 0.00589268 0.00549386 0.00544631 0.00521145 0.00512986 0.00437131 0.00311508 0.0060731 0.00263601 0.00255372 0.00635949 0.00261555
threshold=0.16638500000000003 0.057175000000000011 0.084795000000000023 0.50822500000000015 -0.046804999999999992 0.040570000000000016 0.42136500000000005 -0.084954999999999989 0.093175000000000022 -0.2382 0.10649000000000002 0.073820000000000011 0.027500000000000007 0.084155000000000021 0.11286500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 7 6 9 8 -4 -1 11 -11 13 -6 -14
right_child=-2 2 3 -5 12 -7 -8 -9 -10 10 -12 -13 14 -15 -16
leaf_value=0.00071640124243303423 -0.0011909525486030622 0.0015463696775564555 -0.00029822923984211411 0.0011330800806335908 -0.00027575749651528197 -0.00097973330905365701 -0.00093039289035689535 -0.001174277285123578 0.00040774770013846931 -3.5243797179833112e-05 -0.0010159522623460772 0.0002190928808647853 -0.00053784003288128508 0.0010875555795936034 0.00040723120614971441
leaf_weight=60 59 74 304 48 50 59 60 49 121 2084 58 500 50 100 69
leaf_count=60 59 74 304 48 50 59 60 49 121 2084 58 500 50 100 69
internal_value=0 1.92681e-05 0.000192058 6.43237e-05 -3.61936e-06 -3.34241e-05 -1.29133e-05 -0.000208574 -9.53072e-05 7.15713e-06 -8.64001e-06 1.36532e-05 0.000354483 0.00062766 3.26318e-06
internal_weight=0 3686 865 791 743 2821 2762 474 425 2702 2642 2584 269 150 119
internal_count=3745 3686 865 791 743 2821 2762 474 425 2702 2642 2584 269 150 119
is_linear=0
shrinkage=0.0995203


Tree=5945
num_leaves=18
num_cat=0
split_feature=0 18 20 5 26 2 9 2 3 2 2 10 9 2 2 3 5
split_gain=0.00412591 0.00991003 0.00710719 0.00384383 0.00274445 0.00996691 0.00865245 0.0222691 0.00756417 0.00282015 0.0132003 0.00326872 0.00415166 0.00184425 0.00558595 0.00292309 0.00217638
threshold=-0.19126499999999999 0.086800000000000016 -0.048779999999999997 -0.50393499999999991 0.12236500000000003 0.41061500000000012 0.11296000000000002 -0.00070500000000000001 0.11553000000000002 -0.122295 -0.14264999999999997 0.090150000000000022 0.095415000000000014 0.13896000000000006 0.097285000000000024 0.11896500000000003 0.27139000000000008
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 9 7 -6 -8 10 11 12 -2 14 16 -15 -11
right_child=4 -3 3 -5 6 -7 8 -9 -10 13 -12 -13 -14 15 -16 -17 -18
leaf_value=0.00098437172431702124 -1.3649699212307315e-05 -0.0016365293291676715 -0.0011333959939847521 4.6666205678985924e-05 -0.00015376972992138971 -0.0013267251366248232 0.00052375487637379783 0.0023690444875735569 -0.0012457178161926479 -2.7293638156510526e-05 0.0018250865601464814 -0.00060973574847672757 0.00096945965980433605 0.00086307973757586355 -0.0008060804327330571 -3.1094651226469469e-05 0.00029814810876089746
leaf_weight=47 181 51 49 59 87 55 46 57 49 2445 48 60 55 61 88 85 222
leaf_count=47 181 51 49 59 87 55 46 57 49 2445 48 60 55 61 88 85 222
internal_value=0 -0.000432826 -3.14863e-05 -0.000481153 2.53405e-05 1.50596e-06 0.000351011 0.00083916 -0.000380304 2.42706e-05 0.000293753 4.26632e-05 0.000211996 -7.40238e-06 -2.59453e-05 0.000336892 0
internal_weight=0 206 155 108 3539 3300 239 144 95 3245 344 296 236 2901 2755 146 2667
internal_count=3745 206 155 108 3539 3300 239 144 95 3245 344 296 236 2901 2755 146 2667
is_linear=0
shrinkage=0.0995203


Tree=5946
num_leaves=12
num_cat=0
split_feature=21 12 2 3 26 11 11 0 2 3 1
split_gain=0.00675851 0.00266017 0.00321613 0.0100026 0.0024145 0.00423278 0.00345026 0.00237971 0.00181788 0.00171343 0.0047313
threshold=0.16638500000000003 0.098385000000000028 -0.13088999999999998 0.084505000000000011 -0.23202999999999999 -0.11166 -0.08577499999999999 0.12433000000000002 -0.086169999999999983 0.11165000000000001 -0.17548999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 -7 9 -8 10 -5
right_child=-2 -3 4 7 5 6 8 -9 -10 -11 -12
leaf_value=0.0012610756105459256 -0.0010566452474841735 -0.00070336630109272234 -0.00058034126031206352 -0.0011432559580341671 0.00083164105587781349 -0.00080151797899520626 -0.00015654334642293435 0.00054097583638141114 4.324746593768408e-05 0.00024191962622638954 0.00011900260526524833
leaf_weight=84 59 50 70 50 61 53 546 60 2583 60 69
leaf_count=84 59 50 70 50 61 53 546 60 2583 60 69
internal_value=0 1.69955e-05 2.71266e-05 0.000326903 -1.85292e-06 1.03813e-05 -5.10527e-06 0 8.12301e-06 -0.000183236 -0.000404479
internal_weight=0 3686 3636 323 3313 3243 3182 239 3129 179 119
internal_count=3745 3686 3636 323 3313 3243 3182 239 3129 179 119
is_linear=0
shrinkage=0.0995203


Tree=5947
num_leaves=17
num_cat=0
split_feature=9 20 26 3 26 2 26 26 3 10 10 27 11 17 9 26
split_gain=0.00366017 0.00573555 0.00311108 0.00698033 0.00606214 0.0244299 0.00514519 0.00556751 0.00502537 0.00266816 0.00503773 0.00450852 0.00610204 0.00298996 0.00206882 0.00217229
threshold=0.084515000000000021 -0.22844 0.08919500000000001 0.10293500000000001 0.085635000000000031 -0.086554999999999993 0.084355000000000027 0.083970000000000031 0.16149500000000003 0.090150000000000022 0.087405000000000024 0.081260000000000013 -1.0000000180025095e-35 -0.55380499999999999 0.084675000000000014 0.12086000000000002
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 7 8 -3 10 11 13 -13 -2 -15 -16
right_child=9 2 3 -5 5 -7 -8 -9 -10 -11 -12 12 -14 14 15 -17
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leaf_weight=46 46 872 57 77 60 46 66 47 75 74 46 46 47 59 1911 170
leaf_count=46 46 872 57 77 60 46 66 47 75 74 46 46 47 59 1911 170
internal_value=0 -0.000131277 -9.19514e-05 0.000360447 -0.000144644 -0.000862941 -7.20425e-05 -0.000129248 -7.58524e-05 7.37689e-05 9.27915e-05 7.15953e-05 0.000750765 4.23266e-05 5.97454e-05 4.28475e-05
internal_weight=0 1346 1300 134 1166 106 1060 994 947 2399 2325 2279 93 2186 2140 2081
internal_count=3745 1346 1300 134 1166 106 1060 994 947 2399 2325 2279 93 2186 2140 2081
is_linear=0
shrinkage=0.0995203


Tree=5948
num_leaves=10
num_cat=0
split_feature=25 22 21 22 27 24 2 2 2
split_gain=0.00309503 0.00448718 0.00308997 0.00248256 0.00195167 0.00209177 0.00259137 0.00557944 0.00346688
threshold=1.0000000180025095e-35 0.083165000000000017 0.15895000000000004 0.11738500000000003 -0.01137 -0.069349999999999995 -0.085599999999999996 -0.086050000000000001 -0.081055000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -7 -8
right_child=1 -3 -4 -5 5 6 8 -9 -10
leaf_value=-0.00050488031593382931 0.0012279311205414803 -0.00013344297052583895 0.00064503694198607062 -0.0007288810657518146 0.00057290752434749131 -0.00011450354616987217 0.00020187626735771442 -0.0010871690836850346 -6.0252383275152561e-05
leaf_weight=88 47 47 64 53 56 865 696 63 1768
leaf_count=88 47 47 64 53 56 865 696 63 1768
internal_value=0 0.000538536 -3.94391e-05 -5.1873e-05 -4.1494e-05 -2.943e-05 -3.96156e-05 -0.000181418 1.34582e-05
internal_weight=0 94 3653 3589 3536 3448 3392 928 2464
internal_count=3747 94 3653 3589 3536 3448 3392 928 2464
is_linear=0
shrinkage=0.0995203


Tree=5949
num_leaves=20
num_cat=0
split_feature=7 17 3 2 5 3 5 3 2 2 4 4 17 1 8 0 9 9 9
split_gain=0.00241492 0.00160892 0.00290923 0.0108467 0.0134305 0.00557573 0.0049791 0.00457215 0.00833654 0.00799973 0.00268113 0.00338816 0.00326788 0.00296124 0.00417184 0.00355853 0.00316725 0.0121501 0.00663695
threshold=-0.230575 0.061900000000000018 0.087570000000000023 -0.087444999999999995 -0.026719999999999997 0.089395000000000016 -0.49053999999999998 0.096595000000000028 -0.070354999999999987 -0.072624999999999981 0.13707500000000003 0.14221500000000004 0.053575000000000012 0.41291000000000005 -0.071594999999999992 -0.14824999999999997 0.092465000000000033 0.091750000000000012 0.094375000000000028
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 -3 -5 -4 -7 8 -8 -9 12 -12 13 16 -15 -16 17 -2 -18
right_child=1 2 5 4 -6 6 7 9 -10 -11 11 -13 -14 14 15 -17 18 -19 -20
leaf_value=0.00064399639844869405 -3.838414453465859e-07 0.00074217851634739889 0.0008453332275250089 -0.00015674906895694982 -0.0022754709996080655 0.00067100124755174826 -0.0009832363519269127 0.00062100916277166155 0.00050833019143547227 -0.00046029743553323255 -0.0011265083314472792 -5.9407511741254429e-05 0.00077541262582200745 -0.00011133362706153192 0.00023544161463017222 0.0014843477421880673 -0.00086123831923790386 0.0014269161052171734 -5.3572308607876248e-05
leaf_weight=53 1832 48 61 75 50 63 155 117 48 161 46 87 56 81 48 46 125 61 534
leaf_count=53 1832 48 61 75 50 63 155 117 48 161 46 87 56 81 48 46 125 61 534
internal_value=0 -3.20638e-05 -0.00015923 -0.000519683 -0.00101079 -5.48054e-05 -0.000157245 -0.000267428 -0.000626518 -2.27044e-06 1.58399e-06 -0.000434635 2.27251e-05 6.96821e-06 0.000403218 0.000855318 -1.98834e-05 4.5177e-05 -0.000208014
internal_weight=0 3694 778 173 125 605 544 481 203 278 2916 133 2783 2727 175 94 2552 1893 659
internal_count=3747 3694 778 173 125 605 544 481 203 278 2916 133 2783 2727 175 94 2552 1893 659
is_linear=0
shrinkage=0.0995203


Tree=5950
num_leaves=9
num_cat=0
split_feature=10 4 5 7 7 23 4 4
split_gain=0.00288883 0.00732328 0.00231717 0.00201939 0.00146715 0.00225862 0.00216438 0.00226785
threshold=0.089090000000000016 0.10724500000000002 0.62931500000000018 -0.22253999999999999 0.082295000000000021 -1.0000000180025095e-35 0.14154500000000006 0.13686500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 7 -7
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=0.00060521285783655422 -0.0014730054805682249 0.00022510565013839239 0.00060253311092984792 0.00048551052806784773 -0.00042670770663236332 -2.5409133562404589e-05 -0.00053955557532765904 0.00066333635956949358
leaf_weight=51 46 54 61 87 88 3232 80 48
leaf_count=51 46 54 61 87 88 3232 80 48
internal_value=0 -0.00054784 -5.3468e-06 -1.59155e-05 -2.51082e-05 -1.46181e-05 -2.78115e-05 -1.50803e-05
internal_weight=0 100 3647 3586 3535 3447 3360 3280
internal_count=3747 100 3647 3586 3535 3447 3360 3280
is_linear=0
shrinkage=0.0995203


Tree=5951
num_leaves=12
num_cat=0
split_feature=10 4 21 0 4 0 6 17 17 17 0
split_gain=0.00233477 0.00594629 0.0024018 0.00181213 0.00567863 0.00206053 0.00738134 0.00271228 0.00203328 0.00708051 0.00205886
threshold=0.089090000000000016 0.10724500000000002 0.15895000000000004 -0.23058999999999999 0.095805000000000015 -0.1525 -0.097455 -1.0000000180025095e-35 -0.56655999999999984 -0.55286000000000002 -0.08176499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -5 -8 -7 -10 -11
right_child=1 -3 -4 5 -6 8 7 -9 9 10 -12
leaf_value=0.0011595813560085512 -0.0013264116502461748 0.00020270329171837964 0.00060405580439890397 -0.0010955258588048156 -0.00023563532582926216 -0.00055329603063337702 -0.00030746454059510392 0.00070799640671518845 0.0012264846573746555 5.8016757656048917e-05 -0.0001024440934723136
leaf_weight=51 46 54 63 77 65 67 52 51 46 1683 1492
leaf_count=51 46 54 63 77 65 67 52 51 46 1683 1492
internal_value=0 -0.000492504 -4.77e-06 -1.57004e-05 0.000370722 -2.88618e-05 -0.000356866 0.000187389 -1.06564e-05 3.76891e-07 -1.71294e-05
internal_weight=0 100 3647 3584 116 3468 180 103 3288 3221 3175
internal_count=3747 100 3647 3584 116 3468 180 103 3288 3221 3175
is_linear=0
shrinkage=0.0995203


Tree=5952
num_leaves=26
num_cat=0
split_feature=28 3 5 1 8 3 3 8 26 5 1 1 9 9 8 24 3 7 18 26 8 1 9 1 5
split_gain=0.0117135 0.00528727 0.0048142 0.0233557 0.00694094 0.00653303 0.00416225 0.0104414 0.00914754 0.01303 0.00919311 0.00736232 0.00420449 0.00352611 0.00932799 0.00684502 0.0049737 0.00356063 0.00321566 0.017014 0.007992 0.0118009 0.00747893 0.00274088 0.00230307
threshold=0.083225000000000021 0.085965000000000028 -0.095169999999999991 0.00039500000000000011 -0.088734999999999994 0.084505000000000011 0.088115000000000013 -0.072559999999999999 0.090455000000000021 -0.017704999999999995 -0.0084199999999999987 -0.0092949999999999994 0.15091000000000004 0.11351500000000002 0.068430000000000019 -0.069669999999999996 0.11926500000000002 -0.10984999999999999 -0.015069999999999998 0.086095000000000019 -0.085089999999999985 -0.090939999999999993 0.083715000000000026 0.41527500000000012 -0.0093650000000000001
decision_type=2 2 2 2 2 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 24 7 8 9 10 -3 -11 13 15 16 -8 -15 -17 19 22 -20 -22 -6 -5 -4
right_child=-2 6 4 23 18 -7 12 -9 -10 11 -12 -13 -14 14 -16 17 -18 -19 20 -21 21 -23 -24 -25 -26
leaf_value=-0.0022594639374592025 0.0013230316684560341 0.0018037246772462591 -0.00047528107268433775 0.00067716923249710982 -0.00077275870097322165 0.0012340978847318672 0.0011775210966384992 0.0013491988786670981 -0.001007586145307148 0.00015801040058775563 3.9760608426593963e-05 -0.0013007404257146047 0.00091927031706176706 -0.0005129140553736442 -0.0016263306469898897 -0.00089029441823317262 0.00081537964606452889 -4.8631648297199777e-06 -0.00075566179722418784 -0.0022885734559866724 -0.00066871554310071128 0.0013438348097362155 0.00048739051417538953 -0.00026611358856287601 0.00046964375467197292
leaf_weight=63 65 74 57 47 94 63 48 80 62 124 50 47 47 71 49 46 46 2139 87 46 49 69 92 86 46
leaf_count=63 65 74 57 47 94 63 48 80 62 124 50 47 47 71 49 46 46 2139 87 46 49 69 92 86 46
internal_value=0 -2.46725e-05 -0.000251342 -0.000680638 -0.000110445 0.000435306 3.7863e-05 0.000320838 8.81002e-05 0.000321155 0.00109905 -0.000238146 -1.23585e-05 -3.09517e-05 -0.000473492 1.5799e-06 2.32439e-06 -2.38785e-05 -0.000319628 -0.000573594 -2.82197e-05 0.000501177 -0.000145058 6.1072e-05 -4.5328e-05
internal_weight=0 3682 799 196 603 166 2883 437 357 295 124 171 2446 2399 166 2233 117 2185 437 232 205 118 186 133 103
internal_count=3747 3682 799 196 603 166 2883 437 357 295 124 171 2446 2399 166 2233 117 2185 437 232 205 118 186 133 103
is_linear=0
shrinkage=0.0995203


Tree=5953
num_leaves=19
num_cat=0
split_feature=28 20 3 4 6 3 3 0 20 29 26 0 0 0 3 6 26 0
split_gain=0.00949808 0.00436704 0.00401494 0.00544471 0.00602736 0.0054979 0.011951 0.00662785 0.00517777 0.00385291 0.00850977 0.00390107 0.0200905 0.00551326 0.00366671 0.00365533 0.00348945 0.00245287
threshold=0.083225000000000021 -0.053499999999999999 0.11721500000000003 0.10845500000000002 0.18123500000000006 0.088605000000000017 0.087570000000000023 -0.06340999999999998 -0.078725000000000003 0.097705000000000028 -0.23033499999999998 -0.083589999999999984 -0.082794999999999994 -0.084369999999999987 0.12015500000000003 -0.042294999999999992 0.093835000000000016 -0.08176499999999999
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 -1 -7 15 10 -3 13 -13 14 -12 -4 -10 -14
right_child=-2 9 8 -5 -6 7 -8 -9 16 -11 11 12 17 -15 -16 -17 -18 -19
leaf_value=-1.8039649732213449e-06 0.0011913632833236872 0.0012325204538340215 -0.00056389183203561159 -0.00091075272092964673 0.0011824454575203411 -2.0240861220673453e-05 0.0014354155885848725 -0.0011909100675401218 0.0015402582227133114 -0.00097134031032499585 3.7891211131839991e-05 -0.0019544099895041169 0.00029953188217866439 0.000954102151956817 -0.00063021690146965095 0.00062138483047491692 0.00038523644330106091 -0.0001765283309392326
leaf_weight=198 65 48 52 55 49 515 80 53 58 49 938 63 117 61 89 51 51 1155
leaf_count=198 65 48 52 55 49 515 80 53 58 49 938 63 117 61 89 51 51 1155
internal_value=0 -2.22171e-05 0.000137103 4.87646e-05 0.000108644 4.54822e-05 0.00040884 -0.000130917 0.000529099 -9.60064e-05 -7.83172e-05 -0.000104623 -0.000218706 3.46074e-05 -1.92101e-05 1.50449e-05 0.00100735 -0.000132096
internal_weight=0 3682 1162 950 895 846 278 568 212 2520 2471 2423 1335 1088 1027 103 109 1272
internal_count=3747 3682 1162 950 895 846 278 568 212 2520 2471 2423 1335 1088 1027 103 109 1272
is_linear=0
shrinkage=0.0995203


Tree=5954
num_leaves=24
num_cat=0
split_feature=28 3 0 0 0 26 17 5 5 1 0 6 4 1 8 9 9 9 9 8 3 3 8
split_gain=0.00770135 0.00419126 0.0070639 0.0238877 0.00507719 0.00830267 0.0111708 0.00469596 0.00647734 0.00572984 0.00392896 0.00728065 0.00443073 0.00351212 0.00413993 0.00727552 0.00301666 0.00327472 0.0103109 0.00766596 0.00381608 0.00303139 0.00231593
threshold=0.083225000000000021 0.085965000000000028 -0.084534999999999985 -0.082404999999999992 -0.087394999999999987 0.086095000000000019 -0.0096999999999999986 -0.0031649999999999998 0.089620000000000019 -0.016029999999999999 -0.22163999999999998 -0.045589999999999999 0.096160000000000009 1.0000000180025095e-35 -0.081915000000000002 0.084290000000000018 0.15091000000000004 0.11351500000000002 0.11007500000000002 0.068430000000000019 0.11926500000000002 0.08802500000000002 -0.080659999999999996
decision_type=2 2 2 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 13 -6 -7 9 -9 -5 11 12 -3 14 15 -1 17 18 21 20 -19 -12 -15
right_child=-2 10 3 7 5 6 -8 8 -10 -11 16 -13 -14 22 -16 -17 -18 19 -20 -21 -22 -23 -24
leaf_value=0.00035610372794607514 0.0010727985336163623 0.00071144982906914955 -0.0024372809110133004 0.001092918645813552 0.0015910806005166149 -0.0010709947390643486 0.00082684216289740655 -0.00140128892127224 5.2627345493852402e-05 -0.00027873164155514489 0.00025131750599783953 0.0015437236923646525 -0.00064704262689931351 -0.00016681037906482395 -0.0012048931137338358 -0.00095854006767954884 0.00079936755219760334 -0.00044835123721589395 0.0014996436594977482 -0.0014632380735049055 0.00071511124658261245 -5.1523523532762153e-05 0.00078493606273493288
leaf_weight=98 65 48 57 49 46 53 73 56 64 77 388 48 47 54 54 72 47 71 46 50 46 2092 46
leaf_count=98 65 48 57 49 46 53 73 56 64 77 388 48 47 54 54 72 47 71 46 50 46 2092 46
internal_value=0 -1.99839e-05 -0.000221819 -0.000600457 7.83507e-06 0.000446433 2.20486e-05 -0.000171523 -0.000619045 0.000248191 3.56692e-05 0.000544317 3.07365e-05 -0.000222474 -0.000442772 -0.000195871 8.82416e-06 -4.66895e-06 2.32414e-05 -0.000431735 2.08176e-06 -3.81346e-06 0.000262807
internal_weight=0 3682 799 303 496 172 126 246 120 126 2883 143 95 324 224 170 2740 2693 2526 167 117 2480 100
internal_count=3747 3682 799 303 496 172 126 246 120 126 2883 143 95 324 224 170 2740 2693 2526 167 117 2480 100
is_linear=0
shrinkage=0.0995203


Tree=5955
num_leaves=22
num_cat=0
split_feature=28 21 0 0 0 6 6 0 0 6 4 26 18 18 0 6 1 2 0 3 21
split_gain=0.00624419 0.00348745 0.00360308 0.00297873 0.0183809 0.00572933 0.0089216 0.00526265 0.0053028 0.00445543 0.0040394 0.00314422 0.0145242 0.00548281 0.00288245 0.00255387 0.00338104 0.00934073 0.00288371 0.0053569 0.00167437
threshold=0.083225000000000021 0.084795000000000023 -0.225295 -0.083589999999999984 -0.08317999999999999 -0.098424999999999999 -0.46885499999999997 -0.082494999999999999 -0.082135 -0.052844999999999996 0.14566000000000004 0.085945000000000021 -0.015069999999999998 -0.015440000000000001 -0.14680499999999999 -0.060679999999999998 -0.063809999999999992 -0.071344999999999992 -0.052884999999999995 0.12389500000000002 0.10168500000000003
decision_type=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 -1 -6 -9 -7 -10 13 -13 -11 20 18 -17 -18 19 -16 -4
right_child=-2 2 14 4 7 9 -8 8 10 11 -12 12 -14 -15 15 16 17 -19 -20 -21 -22
leaf_value=0.00012654265415862844 0.00096603347922493245 0.00077330511089567454 -1.7120115266040414e-05 -0.0021193178514912459 0.00084487376798755853 0.0010640984847191132 -0.0014474184857352079 -0.001087670059750653 -0.00014824369426435257 0.00064344061490071325 0.00079058422118072813 -0.0012897796603149243 0.00017407499852662827 -4.88164531919859e-05 2.3154357318225645e-05 -3.609853142378143e-05 6.9252224272324934e-05 0.0018707285481486663 -0.00061503778927552257 0.0010421641489587444 -0.00088513383709418907
leaf_weight=82 65 78 46 47 54 48 62 58 1169 203 47 84 332 252 750 86 75 47 61 55 46
leaf_count=82 65 78 46 47 54 48 62 58 1169 203 47 84 332 252 750 86 75 47 61 55 46
internal_value=0 -1.79509e-05 0.00011736 -8.73294e-05 -0.000184152 3.71414e-05 -0.00054545 -0.000115047 -0.000156377 0.00012932 -0.000111284 7.6865e-05 -0.000119543 0.000258238 7.27778e-05 0.000119181 0.000432758 0.000769974 4.29186e-05 9.37931e-05 -0.000460025
internal_weight=0 3682 1244 2438 1375 1063 144 1328 1274 919 1216 871 416 455 1166 1074 208 122 866 805 92
internal_count=3747 3682 1244 2438 1375 1063 144 1328 1274 919 1216 871 416 455 1166 1074 208 122 866 805 92
is_linear=0
shrinkage=0.0995203


Tree=5956
num_leaves=20
num_cat=0
split_feature=27 8 20 17 18 18 18 17 18 26 5 1 29 18 29 8 0 8 5
split_gain=0.00734913 0.0179637 0.00737023 0.00467952 0.00524026 0.0253231 0.0135002 0.0137151 0.0044049 0.00441271 0.00382735 0.00367132 0.00325309 0.00375615 0.00150082 0.00142952 0.00194997 0.00110308 0.000709621
threshold=0.078065000000000023 -0.052214999999999998 -0.240845 -0.55754499999999996 0.089505000000000015 0.087810000000000013 0.092750000000000013 -0.040589999999999994 0.099430000000000032 0.08734500000000002 -0.035924999999999999 -0.49837999999999999 -0.082830000000000001 0.084900000000000017 -0.082484999999999989 -0.090440000000000006 -0.064494999999999983 -0.11061499999999999 -0.14118999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 -1 11 5 12 7 -6 9 -8 -10 -4 -5 -14 -2 17 -17 18 -16
right_child=1 -3 3 4 6 -7 8 -9 10 -11 -12 -13 13 -15 15 16 -18 -19 -20
leaf_value=0.0010385140703128544 0.00021917488748222024 -0.0021277239379229348 0.00013082761452687492 -0.00075180323201519579 4.527300963559744e-05 -0.0022355191503208634 0.00018176225641557578 0.0023115473100268407 0.00034094821970186628 -0.0010859441794164298 -0.00033475888975651781 0.0013369752467485764 -1.9587990000161951e-05 0.00071039867157461525 -0.00045704321858761494 -0.0010069604207819994 -0.00013846482987647579 0.00031591262921934824 3.8789599132079937e-05
leaf_weight=73 84 52 57 58 50 52 48 58 369 60 106 47 2290 72 65 49 59 50 46
leaf_count=73 84 52 57 58 50 52 48 58 369 60 106 47 2290 72 65 49 59 50 46
internal_value=0 -0.000399678 4.92249e-05 2.6869e-05 5.01067e-06 -6.24507e-05 0.000247533 0.00126993 5.67319e-05 -0.000514939 0.000188435 0.000683785 -1.54183e-05 2.31736e-06 -0.000142802 -0.000258879 -0.000540085 -6.5159e-05 -0.000244188
internal_weight=0 405 3340 3267 3163 2472 691 108 583 108 475 104 2420 2362 353 269 108 161 111
internal_count=3745 405 3340 3267 3163 2472 691 108 583 108 475 104 2420 2362 353 269 108 161 111
is_linear=0
shrinkage=0.0995203


Tree=5957
num_leaves=19
num_cat=0
split_feature=3 26 18 18 35 2 0 0 18 17 6 28 18 18 3 18 18 8
split_gain=0.0110861 0.0111506 0.0107372 0.0066745 0.00714907 0.0055572 0.00705958 0.00536919 0.00491419 0.00494176 0.00410005 0.00354795 0.00293382 0.0156673 0.0130595 0.0070983 0.00348913 0.0027692
threshold=0.084855000000000028 -0.097259999999999999 0.088735000000000022 0.083830000000000029 -0.067479999999999998 -0.086934999999999998 -0.086304999999999993 -0.085794999999999996 0.23251500000000005 -0.55754499999999996 -1.0000000180025095e-35 0.079615000000000019 0.089505000000000015 0.092750000000000013 0.090360000000000024 0.087505000000000013 0.098840000000000025 0.24853500000000003
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 7 -7 -6 9 -2 -10 12 15 14 -14 17 -15 -11
right_child=8 2 -4 -5 5 6 -8 -9 10 11 -12 -13 13 16 -16 -17 -18 -19
leaf_value=-0.0018170385735406904 0.00077630970081601718 0.00061634404105636318 -0.0015673914175363319 0.00095295094084658048 0.00066105565468440523 -0.00029314995664940003 -0.0014991631661025104 -0.0005079488572118946 0.00010897662712720473 4.6428194037593252e-06 0.0014586723784156578 -0.00065820707320904089 0.0025210819963856776 -0.00048320767629378929 0.00021497243906214516 -0.0011537931866716924 0.00015196061007306458 0.00073329940153614057
leaf_weight=50 91 79 56 52 71 126 80 86 46 2152 46 72 50 107 49 52 427 53
leaf_count=50 91 79 56 52 71 126 80 86 46 2152 46 72 50 107 49 52 427 53
internal_value=0 -0.000391364 -0.000260269 -0.000110436 -0.000237392 -0.000425447 -0.000765479 1.54951e-05 7.54437e-05 5.35609e-05 0.000792723 3.10798e-05 4.85356e-05 0.0002379 0.00138794 -4.21081e-06 2.3156e-05 2.25283e-05
internal_weight=0 600 550 494 442 363 206 157 3145 3053 92 2962 2890 633 99 2257 534 2205
internal_count=3745 600 550 494 442 363 206 157 3145 3053 92 2962 2890 633 99 2257 534 2205
is_linear=0
shrinkage=0.0995203


Tree=5958
num_leaves=29
num_cat=0
split_feature=3 9 17 0 26 17 17 0 26 3 2 2 4 3 0 17 4 4 18 1 1 17 0 1 0 0 3 17
split_gain=0.00899954 0.0128112 0.0233458 0.0141069 0.0096017 0.0065017 0.00532221 0.00504424 0.00726852 0.00496211 0.00426863 0.0130096 0.0103109 0.00663366 0.00641433 0.00544772 0.00460141 0.00484295 0.00425673 0.00417395 0.00319369 0.00865147 0.0240457 0.00502094 0.00437784 0.00312748 0.00275487 0.00270935
threshold=0.084855000000000028 0.084485000000000018 -0.065004999999999993 -0.088084999999999983 0.086255000000000012 -0.14488499999999999 -0.090304999999999996 -0.084665000000000004 0.085855000000000029 -0.018634999999999995 0.097745000000000012 0.11995000000000003 0.09970500000000003 0.11404500000000002 -0.14075499999999999 -0.55754499999999996 0.078635000000000024 0.08544000000000003 -0.091109999999999983 0.0015850000000000003 -0.06551499999999999 0.0065250000000000013 -0.082494999999999999 -0.052259999999999994 -0.071799999999999989 -0.064859999999999987 0.083055000000000018 -0.0069749999999999994
decision_type=2 2 2 2 2 2 2 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 -1 -7 8 26 -9 15 12 -12 -13 -15 -2 20 -18 -19 -20 21 24 -23 -22 -17 -25 -8 -16
right_child=10 2 3 4 -6 6 7 9 -10 -11 11 13 -14 14 27 16 17 18 19 -21 23 22 -24 25 -26 -27 -28 -29
leaf_value=0.00085417928121054904 0.00082703298889948737 -0.0029703280038416648 -0.0015667170181634315 -0.00066236580370976827 0.0013435324771347962 -0.0012016045267915455 -0.00033737601978517265 -0.00011078694692811621 -0.0011366077470950265 0.0012280565082201992 0.00049774701094661437 -0.00085354919038833281 0.0024138387609661496 0.00097592598701568684 -0.00071521366213991367 -0.0001509095785923427 -0.0011307190640231831 -0.0010374877002071934 0.00035181983003908349 -0.00036410506029086522 -0.00084963019684212841 0.002443944185112987 0.00018478475309577946 6.3107848353200884e-05 0.00049451000531086252 -0.00041973302806178026 0.00070225545138627974 0.0001944742220153994
leaf_weight=69 81 46 63 46 48 46 51 60 73 49 74 68 46 81 51 478 60 48 150 174 72 59 228 1104 133 151 49 87
leaf_count=69 81 46 63 46 48 46 51 60 73 49 74 68 46 81 51 478 60 48 150 174 72 59 228 1104 133 151 49 87
internal_value=0 -0.000352551 -0.000995745 -0.00041199 0.000353214 -2.16018e-05 -0.000208332 -4.34059e-05 -0.000380162 0.000483568 6.80392e-05 0.000368896 0.00123907 2.20688e-06 0.000271659 2.30182e-05 -1.18449e-06 -0.00029871 -0.000162314 -3.01317e-05 5.62143e-05 0.000201311 0.000652064 -4.1358e-05 -9.07742e-06 4.36074e-06 0.000163857 -0.000135783
internal_weight=0 600 203 157 94 397 328 282 173 109 3145 407 120 287 219 2738 2657 432 372 324 2225 898 287 1327 611 1255 100 138
internal_count=3745 600 203 157 94 397 328 282 173 109 3145 407 120 287 219 2738 2657 432 372 324 2225 898 287 1327 611 1255 100 138
is_linear=0
shrinkage=0.0995203


Tree=5959
num_leaves=19
num_cat=0
split_feature=3 3 9 0 21 26 9 3 3 26 26 26 8 0 9 3 1 0
split_gain=0.00730887 0.0106099 0.0138759 0.00843021 0.00480986 0.0031025 0.00614796 0.0236671 0.00776701 0.00541234 0.00274587 0.0026529 0.00219933 0.00284948 0.0037205 0.00282729 0.00210276 0.00122475
threshold=0.084855000000000028 0.083815000000000014 0.085075000000000026 -0.085794999999999996 0.17920500000000003 -0.2382 0.11351500000000002 0.13977500000000004 0.17152000000000003 0.26711000000000013 0.12158000000000002 0.15222000000000005 0.03530500000000001 -0.087084999999999982 -0.081559999999999994 0.082595000000000016 -0.083284999999999984 -0.110495
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 -3 5 -2 8 11 9 10 -7 -8 13 15 -15 17 -16 -1
right_child=4 2 -4 -5 -6 6 7 -9 -10 -11 -12 -13 -14 14 16 -17 -18 -19
leaf_value=0.00043033690178408005 0.00066167336761718278 0.00023962597076288705 -0.0023750802893908029 -0.0011775211763014391 0.0010403559809983121 4.5738354410932867e-05 -0.0002031896062061207 -0.0024280090021507683 0.0011165005525948523 -0.00085042732442987398 0.00072783913782243834 0.00070345883887117783 -0.00059000437495564594 -0.00020453916012534834 0.0012241013699413228 -0.00083738836805914122 0.00027374208052468717 -0.00019913584315242922
leaf_weight=52 79 85 48 80 49 2642 81 48 68 66 60 52 55 61 51 48 47 73
leaf_count=52 79 85 48 80 49 2642 81 48 68 66 60 52 55 61 51 48 47 73
internal_value=0 -0.000317737 -0.000881866 -0.000442514 6.12938e-05 4.55338e-05 2.91289e-05 -0.000532724 6.52763e-05 3.91557e-05 6.11879e-05 0.000145135 -5.13208e-06 8.92937e-05 0.000395083 -0.000187018 0.00077667 5.61759e-05
internal_weight=0 600 213 165 3145 3096 3017 181 2836 2768 2702 133 387 332 159 173 98 125
internal_count=3745 600 213 165 3145 3096 3017 181 2836 2768 2702 133 387 332 159 173 98 125
is_linear=0
shrinkage=0.0995203


Tree=5960
num_leaves=23
num_cat=0
split_feature=0 0 0 1 1 0 2 0 0 2 21 6 6 1 2 6 10 1 1 1 20 1
split_gain=0.00317494 0.0396856 0.0057156 0.0268229 0.0106669 0.00481011 0.00452387 0.0127168 0.00832608 0.00637969 0.00445151 0.00326525 0.0105578 0.00810415 0.00460876 0.00323726 0.00272558 0.00372198 0.00377681 0.00646171 0.00506125 0.00234264
threshold=-0.080614999999999992 -0.081094999999999987 -0.082494999999999999 -0.083284999999999984 -0.073844999999999994 -0.082885 -0.082294999999999993 -0.083814999999999987 -0.084269999999999998 -0.081864999999999993 0.097120000000000026 0.10877500000000002 0.11690000000000002 -0.07002499999999999 -0.072624999999999981 0.098855000000000012 0.086275000000000018 -0.50597999999999999 -0.072579999999999992 -0.077774999999999997 -0.0078249999999999986 -0.54365999999999992
decision_type=2 2 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 -5 6 7 8 -1 -8 -11 15 -13 -14 -15 16 17 21 19 -19 -20 -2
right_child=11 -3 3 4 -6 -7 9 -9 -10 10 -12 12 13 14 -16 -17 -18 18 20 -21 -22 -23
leaf_value=0.00011295272778152326 -4.1285471260088324e-06 -0.0027108141366568223 -0.0019888147515770569 0.0014019284174982543 -0.00049867481084529017 0.00096340190473560372 -0.0011571679285328495 0.0015823819934772049 -0.0012697090579733622 0 -0.0004785947314183232 0.0016380424956163595 -0.0010050130064799356 0.0012415791475428469 0 -0.0006063235682785905 0.00057596128502760248 0.00011962878077352887 9.864389317677825e-05 0.0012584632797882332 -0.00052141111125376645 -0.00087209147375320005
leaf_weight=687 55 58 80 54 63 48 62 56 46 795 254 52 53 47 77 86 83 387 367 57 201 76
leaf_count=687 55 58 80 54 63 48 62 56 46 795 254 52 53 47 77 86 83 387 367 57 201 76
internal_value=0 -0.000141687 -7.18368e-05 -0.00058283 0.00037153 -1.97401e-05 -4.50082e-05 0.000136635 2.50658e-05 -0.000174743 -0.000115897 4.42229e-05 0.000391114 2.01595e-05 0.00046494 -1.57005e-05 2.50622e-05 -1.42257e-05 4.96503e-05 0.000267674 -0.000119336 -0.000513929
internal_weight=0 2203 2145 197 117 1948 1900 789 733 1111 1049 1541 229 177 124 1312 1226 1143 1012 444 568 131
internal_count=3744 2203 2145 197 117 1948 1900 789 733 1111 1049 1541 229 177 124 1312 1226 1143 1012 444 568 131
is_linear=0
shrinkage=0.0995203


Tree=5961
num_leaves=24
num_cat=0
split_feature=3 3 1 1 1 2 5 3 1 1 0 4 2 1 2 1 26 1 1 1 26 0 20
split_gain=0.00294504 0.0187866 0.00545589 0.0101374 0.00359911 0.00445753 0.00427179 0.0047156 0.00592283 0.00454079 0.00343784 0.00434601 0.00331723 0.0176854 0.00744641 0.00444813 0.00606215 0.00427505 0.0112394 0.00358842 0.00284621 0.00173766 0.00111545
threshold=0.081685000000000021 0.014805000000000004 -0.098224999999999993 -0.092954999999999996 -0.17548999999999998 -0.093109999999999984 0.2686150000000001 0.11926500000000002 -0.50954999999999984 -0.50388999999999995 0.019150000000000004 0.12631500000000004 -0.084154999999999994 -0.088174999999999989 -0.084804999999999992 -0.08616 0.085855000000000029 -0.082195000000000004 -0.083284999999999984 -0.078729999999999994 0.084355000000000027 -0.08269 -0.014955
decision_type=2 2 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 6 20 7 8 -2 -8 11 22 14 -14 15 21 -17 18 -15 -19 -6 -5 -1
right_child=2 -3 3 12 5 -7 9 -9 -10 -11 -12 -13 13 17 -16 16 -18 19 -20 -21 -22 -23 -24
leaf_value=0.00025823008394287167 -0.0012953284834373209 -0.0018386254511272304 -0.0013419225599503664 0.00097355901978904012 -0.00025036861072834219 0.001472409618845049 0.0011662216020029796 0.00047627064542269944 0.0001358988233336262 8.0246871996301741e-06 -0.00054888821345627846 0.00099158317327957112 -0.0019683895562536856 -0.00018271587250237912 0.001109705586664844 0.00012447813248426493 -0.00057853259414289253 -0.00050566261815869951 0.0016215615921030577 -6.6658876796500812e-05 0.00081381395861800045 0.00020357551571633045 -0.00041286581845817623
leaf_weight=47 60 66 62 57 47 49 59 59 53 81 62 60 50 98 69 389 176 207 52 1774 51 66 50
leaf_count=47 60 66 62 57 47 49 59 59 53 81 62 60 50 98 69 389 176 207 52 1774 51 66 50
internal_value=0 -0.000366287 -3.29084e-05 -8.201e-05 0.000286234 0.000693097 9.19142e-05 -0.000237092 -0.000616801 0.00050197 7.36933e-05 0.000324768 -5.51436e-05 -0.000117637 0.000123826 2.37613e-05 -9.3064e-05 -7.38285e-05 0.00043731 -0.000112945 0.000295087 0.000567053 -7.92562e-05
internal_weight=0 285 3459 3000 459 147 312 172 113 140 219 157 2938 2181 757 688 565 2131 150 1981 98 123 97
internal_count=3744 285 3459 3000 459 147 312 172 113 140 219 157 2938 2181 757 688 565 2131 150 1981 98 123 97
is_linear=0
shrinkage=0.0995203


Tree=5962
num_leaves=24
num_cat=0
split_feature=18 3 18 1 6 20 20 0 3 2 2 4 10 4 6 0 4 6 18 5 18 5 5
split_gain=0.00334041 0.0168121 0.0126697 0.0364086 0.00707764 0.00541019 0.00614076 0.00801453 0.00934165 0.00419522 0.00546424 0.00394852 0.00710248 0.00436911 0.00396034 0.00492231 0.00356269 0.00526314 0.0032131 0.00475344 0.00873958 0.00260001 0.00381626
threshold=-0.088579999999999992 0.081685000000000021 -0.092864999999999989 -0.088174999999999989 -0.0092549999999999993 1.0000000180025095e-35 -0.076005000000000003 -0.068899999999999989 0.092200000000000018 -0.081055000000000002 -0.080604999999999996 0.10801000000000002 0.086275000000000018 0.079225000000000018 -0.098424999999999999 -0.081534999999999982 0.09661500000000002 0.093835000000000016 -0.082304999999999989 0.18340500000000004 0.087065000000000017 0.089620000000000019 0.054660000000000007
decision_type=2 2 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 6 7 8 -3 11 -11 12 13 14 -2 -16 17 -8 -12 21 -21 22 -20
right_child=9 2 3 4 -6 -7 16 -9 -10 10 18 -13 -14 -15 15 -17 -18 -19 19 20 -22 -23 -24
leaf_value=-0.0019477521802435678 0.00087026088554998076 -0.0005206328134014427 -0.0030273779515509257 -0.00056979132078416989 0.0010394959014689259 -0.0006873357655045653 0.00087949609024416718 -0.001060122308418061 0.0012226714264402603 -0.00089477341197495596 -0.00085157421277619154 -0.00053668758516462541 0.0012961705671646886 -0.00063353486894450028 -1.6859567623861199e-05 0.00047661235548996793 -0.00026692519216231546 -0.00024692593840580028 1.3841148616082528e-05 -0.0015971441106966816 0.00027324626685268935 0.00069613275144661719 -0.00079052619272798651
leaf_weight=53 76 66 53 60 49 73 206 70 56 83 50 81 54 70 705 278 48 50 1352 52 46 52 61
leaf_count=53 76 66 53 60 49 73 206 70 56 83 50 81 54 70 705 278 48 50 1352 52 46 52 61
internal_value=0 -0.00023529 -0.000110011 -0.000887057 0.00014614 0.000109783 0.000228752 -0.000208858 0.000272863 -3.95641e-06 -0.000106508 0.000132997 0.000179542 0.000125408 0.000176348 0.000121865 0.00050783 0.000656294 -6.54385e-05 -3.97664e-05 -0.000710853 4.56658e-06 -2.03045e-05
internal_weight=0 784 731 162 109 569 496 192 122 2960 1696 1264 1183 1129 1059 983 304 256 1613 1563 98 1465 1413
internal_count=3744 784 731 162 109 569 496 192 122 2960 1696 1264 1183 1129 1059 983 304 256 1613 1563 98 1465 1413
is_linear=0
shrinkage=0.0995203


Tree=5963
num_leaves=26
num_cat=0
split_feature=7 0 1 8 0 8 8 1 26 26 2 27 8 0 8 26 3 0 3 3 1 3 21 3 26
split_gain=0.00286659 0.00302087 0.00617958 0.0190835 0.0355946 0.06415 0.00816731 0.00546009 0.00649151 0.0101618 0.00492949 0.00477269 0.00474999 0.00326609 0.00437151 0.00292439 0.00741874 0.00252625 0.00271727 0.0042626 0.00227047 0.00210911 0.00208594 0.0108913 0.00292849
threshold=-0.10984999999999999 -0.060094999999999996 -0.088495000000000004 -0.082244999999999999 -0.080614999999999992 -0.07034 -0.076704999999999995 -0.083684999999999996 0.091195000000000012 0.088325000000000028 -0.087444999999999995 0.10206500000000003 -0.085605000000000001 -0.050054999999999995 -0.057284999999999996 0.09032500000000003 0.11926500000000002 -0.014889999999999999 0.10920500000000002 0.10457000000000002 -0.053299999999999993 0.083875000000000019 0.12208500000000003 0.10871500000000002 0.084645000000000012
decision_type=2 2 2 2 2 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 -5 -6 8 9 12 21 22 -4 14 -3 17 -17 20 19 -19 -15 -2 24 -24 -9
right_child=1 13 7 4 6 -7 -8 11 -10 -11 -12 -13 -14 15 -16 16 -18 18 -20 -21 -22 -23 23 -25 -26
leaf_value=-0.0006932641949726761 0.00031942959551510807 9.801786871357973e-05 -1.8971021072201063e-06 -0.0048246409726767324 0.00086547895007315712 0.00020972840856651025 -0.00082077332772139235 0.00011800863526017976 0.0014257851514149476 -0.00091211058438513137 0.00091756519744493688 -0.00083258382915346336 0.0013095196704790383 -0.00073958012466382775 0.001394206302080933 -0.0011916212431212316 0.00033944343820705499 0.00035336394028498782 0.00080644319199071673 -0.00068041625203301109 0.00019577780940483168 -0.0005988762870282623 0.00075926707769333873 -0.0011431988810821727 -0.00011476654514929842
leaf_weight=67 48 62 48 53 64 47 51 918 52 58 77 78 60 49 46 58 67 198 84 49 52 50 47 80 1281
leaf_count=67 48 62 48 53 64 47 51 918 52 58 77 78 60 49 46 58 67 198 84 49 52 50 47 80 1281
internal_value=0 -3.54996e-05 -7.80661e-05 -0.000447793 -0.00107674 -0.0024503 0.000110544 -2.27602e-05 0.00045367 0.00014422 0.000320236 -6.63045e-05 0.000719088 0.000156067 0.000657678 5.73367e-05 -0.000364422 0.000181268 0.000315308 0.000144968 -0.000249905 -0.000140741 -4.02561e-05 -0.000432691 -1.72194e-05
internal_weight=0 3677 3012 390 215 100 115 2622 218 166 175 2404 108 665 108 557 125 432 331 247 101 98 2326 127 2199
internal_count=3744 3677 3012 390 215 100 115 2622 218 166 175 2404 108 665 108 557 125 432 331 247 101 98 2326 127 2199
is_linear=0
shrinkage=0.0995203


Tree=5964
num_leaves=24
num_cat=0
split_feature=6 6 1 4 5 20 5 2 2 8 17 2 5 26 26 21 18 6 1 20 1 6 26
split_gain=0.00375915 0.0127205 0.0036575 0.00733711 0.0043496 0.00294305 0.00542516 0.00532223 0.0123457 0.00441007 0.00293535 0.00276641 0.00275175 0.00273405 0.0035959 0.00252973 0.00253749 0.00452133 0.00302715 0.00462616 0.00379294 0.00297547 0.00202632
threshold=-0.091059999999999988 -0.093749999999999986 -0.49837999999999999 0.10343500000000001 0.2686150000000001 -0.089224999999999985 -0.52786999999999995 0.092170000000000016 0.13896000000000006 0.10528000000000003 -0.084209999999999993 -0.012154999999999999 0.63455500000000009 0.11326500000000002 0.096980000000000025 -0.091649999999999995 -0.088184999999999999 -0.0088699999999999994 0.073820000000000011 -0.048779999999999997 -0.0088199999999999997 0.08866000000000003 -0.22491999999999998
decision_type=2 2 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 -7 9 -9 11 12 -8 13 14 22 -12 17 -17 20 -20 -18 -19 -4
right_child=2 -3 10 -5 -6 6 7 8 -10 -11 15 -13 -14 -15 -16 16 18 21 19 -21 -22 -23 -24
leaf_value=0.00062347102278519084 -0.00047310002112469705 -0.0013383687858154166 -0.0003154828695037572 -0.0012880141419052279 0.00063974092067613816 0.00077104155546613314 -9.5869618143305991e-05 -0.0020349578333516251 -4.0890645883294673e-05 -0.00089321129248885181 -0.00051019370189381481 0.00044181068016532071 -0.00048093155600499078 -0.0003797972741251898 0.0011188354742041402 -0.00025387103423447959 3.0622834435292895e-05 0.0012969493714943222 0.0010267424315288543 -0.00010511352599467975 -0.00039385436529678302 0.0001970655294076603 0.00031075128577269501
leaf_weight=58 76 85 54 59 64 63 379 48 88 56 88 126 50 58 53 62 1092 57 68 73 257 46 688
leaf_count=58 76 85 54 59 64 63 379 48 88 56 88 126 50 58 53 62 1092 57 68 73 257 46 688
internal_value=0 -0.000179187 5.38637e-05 -0.000356809 2.978e-05 -5.77332e-05 -0.000110797 -0.000191679 -0.000750699 -5.46993e-05 8.50589e-05 3.66633e-05 0.000230728 0.000273402 0.000322087 9.12236e-06 3.72302e-05 0.000407583 -3.23261e-06 0.00043494 -4.96381e-05 0.000813687 0.000264073
internal_weight=0 903 2845 199 140 818 760 697 136 561 2646 505 903 853 795 1743 1655 165 1490 141 1349 103 742
internal_count=3748 903 2845 199 140 818 760 697 136 561 2646 505 903 853 795 1743 1655 165 1490 141 1349 103 742
is_linear=0
shrinkage=0.0995203


Tree=5965
num_leaves=20
num_cat=0
split_feature=2 2 3 1 1 3 2 6 1 17 2 3 21 6 6 21 3 2 3
split_gain=0.00356563 0.00328975 0.00294848 0.00368805 0.00523248 0.0066722 0.00498426 0.00374648 0.00328617 0.00989988 0.0164709 0.00350588 0.00652728 0.00298735 0.00661459 0.00413818 0.00297495 0.0121134 0.00296644
threshold=0.42136500000000005 -0.24206999999999998 0.11721500000000003 -0.041095 0.007210000000000002 0.12061000000000002 -0.054390000000000001 -0.052844999999999996 0.0065600000000000007 -0.052269999999999997 -0.07854499999999999 0.11197500000000002 0.089350000000000027 -0.045589999999999999 0.004915000000000001 0.096415000000000015 0.10426500000000002 -0.074084999999999998 0.10057000000000002
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 6 -5 -6 -4 -7 11 10 -10 16 -13 15 -15 -11 18 -18 -3
right_child=-2 2 3 4 5 7 -8 -9 9 13 -12 12 -14 14 -16 -17 17 -19 -20
leaf_value=-0.00079750765172398362 -0.00066794641478324192 5.5075684477080582e-05 0.0014761165246699784 -0.00078370282412433534 0.0012834475072544588 -0.00017743257963587618 0.00015901657667062144 0.00059963543470928598 -0.0024846332340293575 -0.00043888273482205827 -4.9135626526901482e-05 -0.0013603789588100092 0.00024467845201000545 0.0011938901562632425 -0.0003144529308304166 0.00020792227950152295 0.0013796098718624572 -0.00034285557016852544 -0.00055080357879578267
leaf_weight=49 78 2134 51 57 52 202 68 88 47 226 68 49 50 56 58 171 77 84 83
leaf_count=49 78 2134 51 57 52 202 68 88 47 226 68 49 50 56 58 171 77 84 83
internal_value=0 1.20062e-05 2.31868e-05 0.000243067 9.56796e-05 0.000244637 0.000730368 5.55446e-05 -1.32551e-05 -0.000217174 -0.00105163 3.79498e-05 -0.000541475 -2.7778e-05 0.000419307 -0.000158222 6.24164e-05 0.000475848 3.20235e-05
internal_weight=0 3670 3621 518 399 342 119 290 3103 626 115 2477 99 511 114 397 2378 161 2217
internal_count=3748 3670 3621 518 399 342 119 290 3103 626 115 2477 99 511 114 397 2378 161 2217
is_linear=0
shrinkage=0.0995203


Tree=5966
num_leaves=13
num_cat=0
split_feature=9 2 9 5 5 20 26 5 9 0 4 9
split_gain=0.00318333 0.00266106 0.00243707 0.00296854 0.00737702 0.0046353 0.00411007 0.00344623 0.00377783 0.0155057 0.0142117 0.00266663
threshold=-0.37999999999999995 -0.24206999999999998 0.12652000000000005 0.11083500000000003 0.15627500000000003 1.0000000180025095e-35 0.086255000000000012 0.066815000000000027 0.11296000000000002 -0.065519999999999981 0.14154500000000006 0.15321500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 6 -6 8 10 -10 -3 -4
right_child=1 2 11 4 5 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.00070912752577492722 -0.00071813965541206838 -3.3375755002819051e-05 0.00093792326890677934 0.0013717344134764433 -5.5895764801983889e-05 -0.00067200312987468599 0.00049652344947108613 -0.000756181048609866 -0.0018601588275752451 0.00063554476928723215 0.0015829608645341563 2.3267074442058288e-05
leaf_weight=62 49 2639 59 49 285 68 247 65 50 48 55 72
leaf_count=62 49 2639 59 49 285 68 247 65 50 48 55 72
internal_value=0 9.92016e-06 1.99541e-05 3.97126e-06 0.000196319 9.89625e-05 0.000199046 -3.94362e-05 -2.24566e-05 -0.00062942 -7.31514e-08 0.000441461
internal_weight=0 3686 3637 3506 649 600 532 2857 2792 98 2694 131
internal_count=3748 3686 3637 3506 649 600 532 2857 2792 98 2694 131
is_linear=0
shrinkage=0.0995203


Tree=5967
num_leaves=18
num_cat=0
split_feature=12 20 6 2 6 9 9 5 3 6 5 4 4 21 3 4 3
split_gain=0.0026672 0.00325682 0.00303897 0.00973696 0.0172384 0.00736216 0.0120647 0.014613 0.00372984 0.00342737 0.00275931 0.00401398 0.00234092 0.0108325 0.00554423 0.00363573 0.00164112
threshold=0.098385000000000028 0.27003000000000005 -0.088444999999999982 -0.082025000000000001 -0.10287 0.11351500000000002 0.091200000000000017 -0.09583499999999999 0.086605000000000029 -0.14765999999999999 0.62404000000000015 0.10252500000000002 0.10845500000000002 0.13922500000000004 0.11404500000000002 0.10022000000000002 0.13345500000000002
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 9 6 8 -8 -5 -1 12 -12 13 15 -14 -4 -16
right_child=-2 -3 10 5 -6 -7 7 -9 -10 -11 11 -13 14 -15 16 -17 -18
leaf_value=-0.00048913240896393496 -0.0007095508074265194 0.000768320869951787 4.1535107311876814e-05 0.00044196923917447478 -0.0020312057032430054 -0.0010451919898156173 0.0023470772954528167 0 -0.00020997076076154081 0.00053127515590049032 0.00014076046965091579 -0.0011083392144353391 -0.0011781519656444102 0.0015926584102269907 0.00049308382278646142 0.00069430037325883098 -0.0001984390736132496
leaf_weight=89 52 55 2303 109 70 59 49 56 422 51 51 49 49 47 52 88 97
leaf_count=89 52 55 2303 109 70 59 49 56 422 51 51 49 49 47 52 88 97
internal_value=0 8.15786e-06 -3.10014e-06 -0.000161399 -0.000755344 1.68885e-05 0.000116702 0.00109196 -7.46033e-05 -0.000111565 4.89619e-05 -0.000463112 6.86987e-05 9.56711e-05 -0.000259281 6.59023e-05 3.74037e-05
internal_weight=0 3696 3641 905 210 695 636 105 531 140 2736 100 2636 2438 198 2391 149
internal_count=3748 3696 3641 905 210 695 636 105 531 140 2736 100 2636 2438 198 2391 149
is_linear=0
shrinkage=0.0995203


Tree=5968
num_leaves=36
num_cat=0
split_feature=18 18 20 21 21 21 0 0 20 17 26 0 0 1 0 17 3 26 18 26 3 3 3 0 17 17 0 18 17 26 2 2 26 18 26
split_gain=0.0069472 0.0241799 0.00714252 0.00404093 0.00846847 0.0305689 0.00464371 0.00773187 0.00450801 0.00741096 0.00924788 0.00425619 0.0117409 0.0115904 0.00776608 0.00495552 0.00394326 0.00692373 0.00475183 0.00372158 0.00495396 0.00462845 0.00872106 0.00634309 0.00507995 0.005964 0.00444576 0.00409691 0.00395003 0.00367168 0.00367163 0.00343519 0.00306301 0.00190211 0.000726724
threshold=0.022040000000000008 0.082540000000000016 -0.16109499999999999 0.10886500000000003 0.091085000000000013 0.092775000000000024 -0.067839999999999998 -0.091134999999999994 0.0057800000000000013 -0.46159 -1.0000000180025095e-35 -0.086109999999999992 -0.088174999999999989 -0.085014999999999993 -0.085605000000000001 0.016900000000000005 0.087170000000000011 0.08896500000000003 -0.0042299999999999994 0.085155000000000022 0.086605000000000029 0.091865000000000016 0.090360000000000024 -0.082339999999999983 -0.0071449999999999994 0.053575000000000012 -0.13955999999999999 0.089365000000000014 -0.059294999999999994 0.08734500000000002 -0.079739999999999991 -0.079604999999999995 0.093690000000000023 0.11504500000000002 0.093690000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 30 9 34 -11 12 15 -14 -13 29 17 -16 -18 20 27 22 23 -21 28 -26 -22 -4 -23 -1 -7 -17 -12 -28 -5
right_child=1 2 19 8 5 6 -8 -9 -10 10 32 14 13 -15 16 31 18 -19 -20 21 26 24 -24 -25 25 -27 33 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.00033139883711468058 -0.0020781363794094478 -0.0012074116304988168 0.0014638270947501092 0.00052032176535925473 0.0029227336571736066 -0.00020216404921167592 0.0010595534595374187 -0.00093472477571575699 0.00038178485315860532 -0.0019823338982858205 0.00017339416541566738 0.0013532437395410003 -0.0021293077329784661 -0.00021360385814245424 0.0002152249706357587 0.00010599642281338206 -0.00011649166360484772 0.0015036780298532352 0.00044279079436735334 -0.00044165318957896084 -0.00061203768729466222 1.1803397043797241e-05 -0.0015744881112432977 0.00082781534892399525 -0.0011805270739966625 0.00013290620844172145 0.00064615191904578205 0.00021329650267136639 0.0012944723701933728 -0.00057161449934160107 0.00076689492980072313 -0.0008576173632797461 -0.00090938614514042787 -4.661357429295167e-05 -2.3342007603725237e-05
leaf_weight=377 65 54 49 46 48 64 50 63 84 51 54 52 53 79 317 62 723 48 190 202 83 47 56 48 46 131 76 59 51 50 94 85 48 77 46
leaf_count=377 65 54 49 46 48 64 50 63 84 51 54 52 53 79 317 62 723 48 190 202 83 47 56 48 46 131 76 59 51 50 94 85 48 77 46
internal_value=0 -0.000218774 -9.44868e-05 8.37837e-05 0.000129652 0.00060668 0.000193436 0 -0.000242057 -0.000459287 -0.000884878 5.45094e-05 -0.000142374 -0.00098899 0.000159636 5.08924e-05 0.000110429 0.000386908 0 -2.8631e-05 0.000229742 -0.000183018 -0.000449837 -0.000194641 0.000110902 -0.000203813 -2.23764e-05 0.000788247 0.000687668 0.000223742 0.000369184 -0.000445626 -0.000328124 0.000292155 0.000239592
internal_weight=0 1044 979 2684 2355 319 271 221 329 245 153 2036 706 132 1330 574 1278 365 913 925 344 581 306 250 275 177 236 108 98 427 158 147 102 153 92
internal_count=3728 1044 979 2684 2355 319 271 221 329 245 153 2036 706 132 1330 574 1278 365 913 925 344 581 306 250 275 177 236 108 98 427 158 147 102 153 92
is_linear=0
shrinkage=0.0995203


Tree=5969
num_leaves=25
num_cat=0
split_feature=18 18 20 21 21 5 20 20 10 21 9 3 2 17 20 3 18 2 20 18 17 2 5 5
split_gain=0.00563126 0.0196071 0.0058197 0.00327374 0.00686486 0.0257326 0.00758563 0.0129906 0.00500106 0.00371707 0.00466784 0.00527576 0.00356886 0.00319122 0.00317215 0.00344196 0.00757193 0.0107021 0.00334206 0.00313932 0.00528144 0.00284584 0.00249349 0.00207236
threshold=0.022040000000000008 0.082540000000000016 -0.15615999999999999 0.10886500000000003 0.091085000000000013 -0.12429 -0.077579999999999996 -0.048779999999999997 0.09056500000000002 0.11729000000000002 0.10199500000000002 0.11225500000000002 -0.077354999999999993 -0.080579999999999999 -0.092114999999999989 0.084735000000000019 0.089505000000000015 -0.080874999999999989 -0.058504999999999995 -0.17307499999999998 -0.55026999999999993 -0.078129999999999991 0.26245000000000007 -0.091729999999999992
decision_type=2 2 2 2 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 -8 19 21 11 -11 -9 -13 -4 23 17 -17 -18 -1 -21 -5 -22 -16
right_child=1 2 14 9 5 6 7 12 -10 10 -12 13 -14 -15 15 16 18 -19 -20 20 22 -23 -24 -25
leaf_value=0.00065678621974017443 -0.0018713198402718449 -0.0010611357482903443 0.00074584676538006433 -0.00015363578776145156 0.0022480996248535881 -0.00065372602600660928 0.0018786487960393379 0.00037977701809809445 0.00092225221329702287 -0.0003891572174695376 -0.0007437559362628019 0.0013147000751026702 -0.00075265249489927806 0.00015038709907406854 1.0127598543779085e-05 -0.0020217699315636497 0.00042120527045740145 4.3114890032678601e-05 -0.0001342660551966802 -0.00082816147139443163 -1.233076145991691e-06 -0.001201077816790141 0.00046406640383943499 0.0009105007878270104
leaf_weight=74 65 57 50 52 69 90 47 66 63 66 59 50 47 47 53 48 134 50 535 74 1703 55 122 52
leaf_count=74 65 57 50 52 69 90 47 66 63 66 59 50 47 47 53 48 134 50 535 74 1703 55 122 52
internal_value=0 -0.000196924 -8.49171e-05 7.54759e-05 0.000116784 0.000546303 7.33327e-05 0.00048742 4.90847e-05 -0.00021772 1.08946e-05 0.000289073 -8.39891e-05 0.000758988 -2.36772e-05 -6.87401e-05 -0.000142714 -0.000959904 -2.17821e-05 2.07885e-05 -3.56387e-06 -0.000699692 2.94233e-05 0.000463823
internal_weight=0 1044 979 2684 2355 319 250 160 2036 329 222 163 113 97 922 872 767 98 669 1973 1899 107 1825 105
internal_count=3728 1044 979 2684 2355 319 250 160 2036 329 222 163 113 97 922 872 767 98 669 1973 1899 107 1825 105
is_linear=0
shrinkage=0.0995203


Tree=5970
num_leaves=25
num_cat=0
split_feature=5 17 5 0 0 0 1 5 6 6 9 9 9 3 5 0 25 0 0 3 20 9 4 6
split_gain=0.00408609 0.0334118 0.0165361 0.00334726 0.0106367 0.00527718 0.00489605 0.00439458 0.00358963 0.00501618 0.00357996 0.0151656 0.00667121 0.00341659 0.00441073 0.00363055 0.00314298 0.00204303 0.00654751 0.00381137 0.00870662 0.00356535 0.0137145 0.00501557
threshold=-0.12429 -0.008069999999999999 -0.099349999999999994 -0.085754999999999984 -0.085349999999999995 -0.086414999999999992 -0.083899999999999988 0.16703000000000004 0.090195000000000011 0.08734500000000002 0.09007500000000003 0.09143500000000003 0.088710000000000025 0.08920500000000002 -0.010424999999999999 -0.077044999999999988 0.081855000000000025 -0.12236 -0.15034 0.12015500000000003 -0.042414999999999994 0.11408000000000003 0.13849500000000003 -0.14723999999999998
decision_type=2 2 2 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 13 8 9 -4 12 -12 -8 14 -6 -15 17 18 19 20 -3 22 23 -19
right_child=2 16 3 4 6 -7 10 -9 -10 -11 11 -13 -14 15 -16 -17 -18 21 -20 -21 -22 -23 -24 -25
leaf_value=0.0027188467938014846 -0.0014741558390868399 -0.00060340615025172102 9.4448663723194529e-08 0.0014490834654305551 0.0011395217203053166 -0.00094039876818309239 -7.9619980712133056e-05 -0.00087601859402796202 0.00079436264220924591 -0.000885709305579621 -0.0016487237322591216 -9.547171441206341e-05 0.00087385616970433425 -0.00081277153524521794 0.00026190380421900022 0.00012220938483711779 0.00079231604880013813 -0.00071011850825319965 -0.0010373242428160713 -0.00057029323338636593 0.0011618166886537427 -0.00057914160237552926 0.0015633585393786513 0.00020348657423898013
leaf_weight=49 79 47 644 53 71 81 356 66 49 70 69 655 91 47 306 329 50 83 74 58 66 63 63 209
leaf_count=49 79 47 644 53 71 81 356 66 49 70 69 655 91 47 306 329 50 83 74 58 66 63 63 209
internal_value=0 0.000204851 -5.35152e-05 -1.43571e-05 5.80359e-05 -0.000172533 1.92915e-05 -9.65183e-05 -2.80181e-05 -8.56026e-05 -0.000107548 -0.000244633 0.000112657 0.000217628 0.000429356 3.15948e-06 3.09311e-05 -2.52539e-05 -0.00025444 7.95646e-05 0.000420365 0.000107119 0.000231213 -5.33991e-05
internal_weight=0 762 2966 2887 1977 910 1924 829 763 714 1171 724 447 753 377 376 713 663 245 171 113 418 355 292
internal_count=3728 762 2966 2887 1977 910 1924 829 763 714 1171 724 447 753 377 376 713 663 245 171 113 418 355 292
is_linear=0
shrinkage=0.0995203


Tree=5971
num_leaves=26
num_cat=0
split_feature=0 1 1 0 3 0 9 0 26 26 26 26 17 26 1 3 3 4 26 10 9 9 9 0 17
split_gain=0.0036934 0.0122499 0.0310099 0.00835606 0.0284208 0.00649447 0.0149476 0.00856668 0.0064111 0.0125622 0.00628542 0.00689316 0.0059025 0.00388832 0.00347646 0.00365756 0.00438776 0.00458571 0.00345895 0.00342404 0.00371263 0.0138404 0.00586391 0.00310665 0.00221771
threshold=-0.094139999999999988 -0.046044999999999996 -0.081594999999999987 -0.088174999999999989 0.092115000000000016 -0.085754999999999984 0.084155000000000021 -0.085349999999999995 0.089795000000000028 0.087825000000000028 0.085075000000000026 0.082250000000000031 -0.0082649999999999998 0.12336000000000003 0.42491000000000007 0.13345500000000002 0.11275500000000002 0.11394500000000003 -0.01278 0.09056500000000002 0.087885000000000019 0.087495000000000031 0.088710000000000025 -0.089674999999999991 -0.092649999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 4 10 6 -5 -7 9 12 11 -2 -8 14 15 16 18 -18 -3 20 21 -9 -22 -12 -1
right_child=3 13 -4 5 -6 7 8 19 -10 -11 23 -13 -14 -15 -16 -17 17 -19 -20 -21 22 -23 -24 -25 -26
leaf_value=0.0004102653101281412 -0.00039555788878978623 0.00032627344317144309 -0.0031134589082401115 -0.001678881270391259 0.0026215542192059129 0.0013048705202216575 0.00048108342445927007 6.1070118586634812e-05 -0.0010266425921556545 0.0015734789945204156 0 0.0010771682311216859 -0.0010039834945986665 -0.00084510360153955562 0.00064832127623004642 -0.00087738938611653524 0.0011701877460287651 -0.00010390618317621121 -0.00025261258212373223 0.00082114874840179101 -0.00093055276214321775 0.0017822800832256725 -5.1804818390145779e-05 -0.0010830122774129951 -0.00049449061851046625
leaf_weight=53 48 141 47 73 54 53 48 859 48 51 64 88 58 52 84 47 62 49 366 52 81 49 1101 46 54
leaf_count=53 48 141 47 73 54 53 48 859 48 51 64 88 58 52 84 47 62 49 366 52 81 49 1101 46 54
internal_value=0 -0.00016945 -0.00098241 5.74739e-05 0.000553495 -2.36738e-06 -0.000455859 5.46951e-05 -1.63504e-05 0.000287315 9.62021e-05 0.000551363 -0.000323778 -1.21287e-05 4.46084e-05 -3.04191e-05 3.26699e-05 0.000600375 -9.00059e-05 2.33795e-05 3.13899e-06 0.000154856 -0.000112716 -0.000459101 -3.86898e-05
internal_weight=0 955 154 2773 300 2473 278 2195 205 157 246 136 106 801 749 665 618 111 507 2142 2090 908 1182 110 107
internal_count=3728 955 154 2773 300 2473 278 2195 205 157 246 136 106 801 749 665 618 111 507 2142 2090 908 1182 110 107
is_linear=0
shrinkage=0.0995203


Tree=5972
num_leaves=26
num_cat=0
split_feature=3 9 0 2 9 1 18 18 0 2 0 18 20 9 2 20 0 19 21 8 9 9 2 18 29
split_gain=0.0141472 0.0147317 0.0230255 0.00635319 0.0153403 0.00450532 0.0043482 0.00875867 0.0061372 0.00658059 0.00488555 0.00973812 0.00707017 0.0102479 0.00531216 0.00525821 0.00486309 0.00776605 0.00413166 0.00267156 0.0113278 0.00795468 0.00482698 0.00451539 0.00124633
threshold=0.084795000000000023 0.084795000000000023 -0.082494999999999999 -0.22383 0.095415000000000014 -0.080954999999999985 -0.089234999999999995 -0.087989999999999985 -0.052884999999999995 0.096520000000000022 -0.081534999999999982 -0.080814999999999984 -0.054159999999999993 0.08938500000000002 -0.090919999999999987 -0.076909999999999992 -0.067839999999999998 -0.031244999999999998 0.11754000000000002 -0.08569499999999998 0.083715000000000026 0.083715000000000026 -0.032624999999999994 -0.012384999999999998 -0.08070999999999999
decision_type=2 2 2 2 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 5 4 -2 -3 8 -8 16 -10 12 -12 15 -14 -13 -9 17 -5 -19 20 23 22 -21 -1 -24
right_child=3 2 -4 6 -6 -7 7 10 9 -11 11 14 13 -15 -16 -17 -18 18 -20 21 -22 -23 24 -25 -26
leaf_value=-0.00081719907594960469 -0.00037285577803149232 0.0012079623576276154 0.0031385182216464992 -0.0010240359822078419 0.0020516210580779925 -8.6424843594316728e-05 -0.0014377269518255659 -0.00013346073480486123 -0.0011348537103216066 0.00028808918839061284 0.0011749998533975197 -0.00072367512302519931 -0.00064303301112039486 0.00013807387245297893 4.32989613661627e-05 0.00059867887665335966 0.0011263866385605901 0.00019635046889413289 0.0011663568219540503 0.001113244294432121 0.0015960967436227389 -0.00092820310139749224 -0.000418911274334614 0.00037326706068065412 0.00026796159186560529
leaf_weight=50 58 47 47 47 46 59 52 476 69 59 70 101 614 226 772 122 62 324 51 52 58 73 50 85 54
leaf_count=50 58 47 47 47 46 59 52 476 69 59 70 101 614 226 772 122 62 324 51 52 58 73 50 85 54
internal_value=0 0.000464522 0.00130187 -7.22696e-05 0.000691638 0.000479779 -9.86292e-05 -0.000158431 0.000137776 -0.000472571 -0.000130148 4.51597e-05 -0.00024568 -0.000431904 -4.44969e-05 1.45366e-05 0.000300882 0.000177659 0.000330454 0.000158994 0.000432339 -6.78041e-05 0.000329571 -6.15826e-05 -5.43944e-05
internal_weight=0 575 153 3149 104 106 3045 2433 612 128 2381 943 1438 840 873 598 484 422 375 422 193 229 156 135 104
internal_count=3724 575 153 3149 104 106 3045 2433 612 128 2381 943 1438 840 873 598 484 422 375 422 193 229 156 135 104
is_linear=0
shrinkage=0.0995203


Tree=5973
num_leaves=23
num_cat=0
split_feature=5 1 1 1 18 9 4 1 18 0 18 18 18 6 9 9 1 18 18 9 18 2
split_gain=0.0087117 0.00671641 0.0276305 0.0148646 0.0307771 0.00635065 0.0077258 0.00590623 0.0107133 0.00891041 0.00358554 0.0264551 0.00754258 0.00315798 0.00312972 0.00505163 0.00299596 0.0024248 0.00962852 0.00281918 0.00342516 0.00224086
threshold=0.6362850000000001 -0.088694999999999982 -0.087734999999999994 -0.092954999999999996 -0.088184999999999999 0.12652000000000005 0.12498500000000003 -0.083684999999999996 -0.0097449999999999985 -0.086414999999999992 0.085685000000000025 0.063210000000000016 0.088735000000000022 0.08463500000000003 0.087825000000000028 0.083995000000000028 -0.090374999999999997 -0.060544999999999995 -0.097059999999999994 -0.014225 0.0020050000000000003 -0.012644999999999998
decision_type=2 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 13 -5 7 -7 8 9 -4 11 -9 -12 17 15 -15 -6 18 21 -19 -21 -1
right_child=-2 2 5 4 16 6 -8 10 -10 -11 12 -13 -14 14 -16 -17 -18 19 -20 20 -22 -23
leaf_value=0.00045620950742488456 0.0013558657978659878 -0.0024432790740981868 2.2146993880491856e-06 0.0032929855185211904 -0.00038785787322998623 -7.1270606548684397e-06 0.0016717279049220063 -0.00011563638868365705 -0.00060980583224031501 0.0017131155118556821 0.00096763408305145014 -0.00253290736917297 -3.2049678111271458e-05 1.3753826913740764e-05 0.00018435381276150317 -0.0012599366416914406 0.00070780475354939208 0.00057312884524982402 0.0016825545993812761 -0.00075477400966528067 0.00014829634578309581 -0.00050484421229789233
leaf_weight=46 47 48 53 46 48 62 47 1861 60 73 85 46 610 62 84 59 50 65 48 67 107 50
leaf_count=46 47 48 53 46 48 62 47 1861 60 73 85 46 610 62 84 59 50 65 48 67 107 50
internal_value=0 -7.56328e-06 -7.48369e-05 0.000261975 0.00116841 -3.53119e-05 0.000709273 -6.47159e-05 0.000476271 0.000999948 -0.000103702 -0.000174374 8.9036e-05 3.85999e-05 -0.00027493 -0.000600537 0.0001628 0.000208553 0.000531292 1.06746e-05 -0.000194733 -3.5812e-05
internal_weight=0 3677 2945 732 144 2897 109 2788 186 126 2602 1907 695 588 205 121 98 383 144 239 174 96
internal_count=3724 3677 2945 732 144 2897 109 2788 186 126 2602 1907 695 588 205 121 98 383 144 239 174 96
is_linear=0
shrinkage=0.0995203


Tree=5974
num_leaves=23
num_cat=0
split_feature=3 5 2 2 4 7 17 0 5 17 5 5 3 26 6 26 5 17 0 17 0 8
split_gain=0.0113293 0.00811727 0.00771597 0.0384835 0.00912109 0.0039765 0.00750678 0.00511891 0.00364629 0.0230583 0.00538628 0.00387262 0.00356594 0.00609158 0.00747788 0.00438368 0.0056677 0.00323931 0.00695944 0.00461305 0.0021792 0.00184732
threshold=0.084735000000000019 0.62931500000000018 -0.081134999999999999 -0.08342999999999999 0.081905000000000019 0.056805000000000015 -0.0069749999999999994 -0.086414999999999992 -0.099349999999999994 -0.0046399999999999992 -0.095169999999999991 -0.092239999999999989 0.10377500000000002 -1.0000000180025095e-35 -0.101065 -0.088059999999999986 -0.50544999999999984 0.057560000000000014 -0.085684999999999997 0.024055000000000003 -0.0033699999999999997 -0.080659999999999996
decision_type=2 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 -4 6 7 -1 9 -2 -10 -12 13 -11 -15 -14 -17 19 -19 -13 21 -6
right_child=1 -3 4 -5 20 -7 -8 -9 10 12 11 17 15 14 -16 16 -18 18 -20 -21 -22 -23
leaf_value=-2.6145250630415064e-05 -0.0023294856981228057 0.00094402750601087953 -0.0012687443266351519 0.0032994284406992909 0.00017140757450611691 0.0011119122540802005 -0.00072557948234099859 0.0010530774495838135 0.0010222380371619603 0.0011373255145557847 -0.00086408595937886206 -3.1379625850457889e-06 0.0004721879418017464 -0.0011006192620740538 0.00034568114233087118 -0.0010071127310485027 -0.00015156097805737277 -0.0012247777499344527 -0.00010976250799442148 0.00086971666908464021 -0.00013857470163907486 0.0010294195825230048
leaf_weight=91 51 77 47 49 56 48 73 81 47 52 57 1780 61 51 115 116 235 65 394 62 67 49
leaf_count=91 51 77 47 49 56 48 73 81 47 52 57 1780 61 51 115 116 235 65 394 62 67 49
internal_value=0 -6.4349e-05 0.000420894 0.000716365 -3.67876e-05 0.00028159 0.000115574 0.000477334 -8.97747e-05 -0.000293215 -3.18281e-05 -5.3185e-05 -0.000127075 0.000196159 -9.37329e-05 -0.000300093 -0.00043664 -3.27418e-05 -0.000269446 2.57971e-05 0.000295093 0.00057961
internal_weight=0 3163 561 342 219 293 245 172 3086 681 2405 2358 630 218 166 412 351 2301 459 1842 172 105
internal_count=3724 3163 561 342 219 293 245 172 3086 681 2405 2358 630 218 166 412 351 2301 459 1842 172 105
is_linear=0
shrinkage=0.0995203


Tree=5975
num_leaves=28
num_cat=0
split_feature=3 18 5 18 8 8 8 8 2 8 8 5 17 8 3 5 6 3 8 17 17 0 5 2 17 17 17
split_gain=0.00918772 0.0069909 0.00677615 0.00400957 0.00369694 0.00608827 0.0128653 0.0107164 0.00562193 0.00321335 0.0211994 0.0056535 0.022194 0.00415051 0.0161747 0.0121016 0.0142227 0.0099978 0.00432419 0.00378458 0.00319385 0.00851706 0.00595392 0.00311675 0.00275428 0.00834856 0.00421212
threshold=0.084735000000000019 -0.094939999999999997 0.6362850000000001 -0.025879999999999997 -0.094139999999999988 -0.08569499999999998 -0.084129999999999996 -0.089044999999999999 -0.026175 -0.080724999999999991 -0.081415000000000001 -0.092239999999999989 -0.0038549999999999999 -0.074844999999999981 0.088185000000000027 -0.0083599999999999994 0.087670000000000012 0.090905000000000027 -0.071594999999999992 0.07134500000000002 0.059130000000000009 -0.084154999999999994 -0.082635 -0.081055000000000002 -0.083000000000000004 -0.089699999999999988 -0.067015000000000005
decision_type=2 2 2 2 2 2 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 23 7 -7 -6 -8 10 11 12 -2 14 -11 16 -16 -17 -15 -14 22 -22 -13 -5 25 -20 -26
right_child=2 3 -4 4 5 6 8 -9 -10 13 -12 20 19 18 15 17 -18 -19 24 -21 21 -23 -24 -25 26 -27 -28
leaf_value=0.0012556730656242483 -0.0024801740001772384 -0.00061175678122057822 0.0011269799645572413 0.00038655180944549442 0.0002865402294027262 -0.0012686135085582951 0.0010583601042754428 0.002172526531306512 -0.00013616110672538202 -0.0013442022348550563 -0.0019721656043387307 0.00090086267900116475 -0.00047946504157156872 -0.00072240356554460793 0.00025242184338031037 0.0012064562028218926 0.0026248501547194909 -0.00039922991625140566 3.7655175341591918e-05 0.00019247177366676414 -0.0012245773351396479 0.00018343199216145281 1.3760208096350082e-05 -0.00073197581247717966 -0.00094980479660140566 0.0014372478595106137 -6.0360214620134481e-05
leaf_weight=78 46 49 47 46 77 48 98 50 63 48 63 84 166 91 49 57 53 117 429 164 69 109 714 52 57 47 753
leaf_count=78 46 49 47 46 77 48 98 50 63 48 63 84 166 91 49 57 53 117 429 164 69 109 714 52 57 47 753
internal_value=0 0.000379007 -5.79708e-05 0.000235738 0.00033331 0.000490886 0.000156031 0.0010355 0.000585854 -7.61066e-05 -0.000186959 -0.000103167 -0.000431154 1.56258e-05 0.000336488 0.000631749 0.00149318 0.000122066 -5.92768e-05 -0.000143052 2.23505e-05 -0.000357771 0.000108165 -0.000198599 -1.1716e-05 0.00017757 -0.000123961
internal_weight=0 561 3163 483 434 336 209 127 161 3116 1415 1352 376 1701 324 276 102 174 1377 330 976 178 798 98 1286 476 810
internal_count=3724 561 3163 483 434 336 209 127 161 3116 1415 1352 376 1701 324 276 102 174 1377 330 976 178 798 98 1286 476 810
is_linear=0
shrinkage=0.0995203


Tree=5976
num_leaves=15
num_cat=0
split_feature=30 10 2 8 0 0 17 6 6 26 17 3 6 20
split_gain=0.0073652 0.00538611 0.00462388 0.00294047 0.00571498 0.0161129 0.0131255 0.00816142 0.0124987 0.00727665 0.00524907 0.00365941 0.00485196 0.0049434
threshold=-1.0000000180025095e-35 0.090150000000000022 -0.24151999999999998 -0.074504999999999988 -0.084369999999999987 -0.08269 0.0053950000000000014 0.088845000000000021 0.091180000000000025 0.088435000000000027 0.51292000000000015 0.14530500000000005 0.14653500000000005 0.12549000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -6 9 -9 -4 -7 12 13 -5
right_child=1 -3 3 11 5 10 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.001270010173411852 0.00080550060358841927 -0.00075860095056609026 -9.4621657896218895e-05 -3.4107340040656525e-05 0.00058375234760104332 0.00016037789352077344 0.0025010554756798144 -0.0018124189002806043 3.2175370280415117e-05 0.00053445791178720445 -0.00089132594699038638 0.00058198017296448535 -0.00094452228703997853 -0.00103506053619346
leaf_weight=48 78 84 751 1242 121 747 51 62 86 240 50 78 67 51
leaf_count=48 78 84 751 1242 121 747 51 62 86 240 50 78 67 51
internal_value=0 2.86623e-05 4.71361e-05 3.02237e-05 0.000105241 0.000283016 0.00115702 -4.52812e-05 -0.000735029 5.69025e-05 9.33718e-05 -7.91771e-05 -0.000117698 -7.42213e-05
internal_weight=0 3708 3624 3546 2108 969 172 1139 148 991 797 1438 1360 1293
internal_count=3756 3708 3624 3546 2108 969 172 1139 148 991 797 1438 1360 1293
is_linear=0
shrinkage=0.0995203


Tree=5977
num_leaves=11
num_cat=0
split_feature=18 7 10 2 0 0 5 2 0 21
split_gain=0.00820711 0.0069751 0.00407972 0.00354552 0.00328259 0.00860012 0.00936378 0.00294071 0.00274469 0.00312588
threshold=0.26473000000000008 0.10781500000000002 0.090150000000000022 -0.24151999999999998 -0.079564999999999983 -0.084369999999999987 -0.087699999999999986 0.14153500000000005 -0.078954999999999984 -0.032064999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5 -6 -10
right_child=-2 -3 -4 4 8 6 -8 -9 9 -11
leaf_value=0.00072533700443681425 -0.001011357130070979 0.0012795329950805547 -0.00067517214110992185 -3.5120848295760096e-05 -0.00081344548101696572 0.0016224523586656628 0.00031143440740021423 0.00044300211687013706 -0.00073458322784915612 -1.3594839420027786e-05
leaf_weight=78 72 46 76 1523 49 61 502 139 63 1147
leaf_count=78 72 46 76 1523 49 61 502 139 63 1147
internal_value=0 6.10668e-05 4.54351e-05 6.10401e-05 4.59328e-05 0.000118749 0.000454935 4.37403e-06 -8.21034e-05 -5.18105e-05
internal_weight=0 3684 3638 3562 3484 2225 563 1662 1259 1210
internal_count=3756 3684 3638 3562 3484 2225 563 1662 1259 1210
is_linear=0
shrinkage=0.0995203


Tree=5978
num_leaves=8
num_cat=0
split_feature=18 7 28 2 2 23 36
split_gain=0.00665514 0.00565542 0.00439877 0.00331865 0.00484834 0.00378748 0.00231698
threshold=0.26473000000000008 0.10781500000000002 0.10337500000000002 -0.241895 -0.19220999999999999 -0.046924999999999994 0.086430000000000021
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=0.00078815145153102195 -0.00091070658754114308 0.001152193656254097 -0.00092518027128518773 -0.00079064064507463803 -0.0006609319770780371 8.7338424419533585e-05 -0.00039076099689827268
leaf_weight=60 72 46 46 68 71 3290 103
leaf_count=60 72 46 46 68 71 3290 103
internal_value=0 5.49673e-05 4.08686e-05 5.3468e-05 4.07558e-05 5.73128e-05 7.25837e-05
internal_weight=0 3684 3638 3592 3532 3464 3393
internal_count=3756 3684 3638 3592 3532 3464 3393
is_linear=0
shrinkage=0.0995203


Tree=5979
num_leaves=15
num_cat=0
split_feature=4 28 20 6 6 6 8 8 3 3 17 2 17 2
split_gain=0.00991749 0.00335501 0.00324944 0.00329502 0.0147831 0.00609228 0.00898226 0.0261542 0.00421438 0.00380854 0.00345611 0.0028544 0.00243076 0.00216359
threshold=0.15221500000000004 0.10337500000000002 0.27420500000000009 0.090460000000000026 0.091180000000000025 0.085570000000000021 -0.089594999999999994 -0.086914999999999992 0.085845000000000019 0.086535000000000015 -0.45791500000000002 0.091030000000000014 -0.0087149999999999988 -0.086775000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 8 12 -8 11 -10 -6 -1 -7 -12
right_child=-2 -3 -4 4 10 6 7 -9 9 -11 13 -13 -14 -15
leaf_value=-0.00015568353781645453 0.0012609407857931104 -0.00083310620569879482 -0.00076621536146141841 -0.0017511740906998496 -0.0007964433488090064 -0.00077841761343056795 0.0028172812370803276 0.0003201836745150034 0.00086135622977794122 6.0219050838826564e-05 0.0004417432202061699 -0.00093514308081351423 7.5241491489809538e-05 -4.4737781524354023e-05
leaf_weight=430 64 46 51 53 54 55 49 281 61 1793 107 53 79 580
leaf_count=430 64 46 51 53 54 55 49 281 61 1793 107 53 79 580
internal_value=0 1.10512e-05 2.19261e-05 3.33347e-05 -0.00014524 8.42475e-05 0.000413725 0.000693446 1.84811e-05 8.70195e-05 -2.92704e-05 -0.000242909 -0.000269032 2.98399e-05
internal_weight=0 3692 3646 3595 794 2801 464 330 2337 1854 741 483 134 687
internal_count=3756 3692 3646 3595 794 2801 464 330 2337 1854 741 483 134 687
is_linear=0
shrinkage=0.0995203


Tree=5980
num_leaves=25
num_cat=0
split_feature=17 3 5 3 26 5 2 4 17 1 2 0 10 10 5 2 0 26 7 3 20 3 1 1
split_gain=0.0111756 0.00254562 0.00853523 0.00717044 0.0228026 0.00693832 0.0113294 0.0063361 0.0034725 0.0070648 0.0053331 0.00423677 0.00315115 0.00345361 0.00395219 0.00314017 0.0053961 0.00545337 0.00473089 0.00268486 0.00239119 0.00834962 0.00428883 0.00159735
threshold=-0.56655999999999984 0.090695000000000012 -0.018754999999999997 0.087445000000000023 0.08425500000000001 -0.092864999999999989 -0.082830000000000001 0.087965000000000029 -0.14488499999999999 -0.095674999999999996 -0.085804999999999992 -0.08076499999999999 0.090150000000000022 0.086275000000000018 0.62404000000000015 -0.084804999999999992 -0.11239999999999999 0.089795000000000028 0.056805000000000015 0.087045000000000025 -0.077579999999999996 0.091615000000000016 0.24921000000000004 -0.011484999999999999
decision_type=2 2 2 2 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 15 -5 -6 -7 8 11 -10 -11 19 13 14 20 18 -17 -18 23 -4 22 -22 -3 -2
right_child=1 12 7 4 5 6 -8 -9 9 10 -12 -13 -14 -15 -16 16 17 -19 -20 -21 21 -23 -24 -25
leaf_value=-0.0012791441459266137 -0.0013755604543568608 -0.00021818599095586085 -0.00031466509672396705 -0.0024676768528700227 0.00058983667029125864 0.0005323455230169874 -0.001270100682498743 -0.0007698034025292918 0.001206351386050065 0.00053621993151419054 -8.7812512458876948e-05 -0.00078306332684270434 -0.00069281779981943809 0.00091378637644399759 -0.00084146089734463277 -0.0008178080071541778 0.00043510229637768588 -0.00059504431819423212 0.00026578596720976279 0.00068613416020411801 0.0010786860495746262 7.4922783530216239e-05 0.00073563332823521664 -0.0005065601518501417
leaf_weight=72 46 438 51 61 63 52 100 77 73 226 335 75 55 47 48 62 228 65 47 54 88 1272 52 46
leaf_count=72 46 438 51 61 63 52 100 77 73 226 335 75 55 47 48 62 228 65 47 54 88 1272 52 46
internal_value=0 -2.66546e-05 -0.000117861 -0.000360753 -0.000767674 -0.00028154 -0.000648089 9.11264e-05 0.000173571 0.000283647 0.000162121 -0.000209591 4.86833e-05 7.00721e-05 4.87479e-05 -0.000131747 2.30537e-05 0.000203777 -0.00053299 0.000192235 7.22877e-05 0.000140474 -0.000115294 -0.000949959
internal_weight=0 3661 1661 770 276 215 152 891 814 634 561 180 2000 1945 1898 494 355 293 139 105 1850 1360 490 92
internal_count=3733 3661 1661 770 276 215 152 891 814 634 561 180 2000 1945 1898 494 355 293 139 105 1850 1360 490 92
is_linear=0
shrinkage=0.0995203


Tree=5981
num_leaves=26
num_cat=0
split_feature=1 26 26 3 2 26 26 26 5 26 17 26 26 26 17 17 3 5 20 21 20 20 20 5 18
split_gain=0.00952573 0.00252855 0.00632501 0.013058 0.00658108 0.00486138 0.0185206 0.0048874 0.00396411 0.00989104 0.00413553 0.00524532 0.00418043 0.00365986 0.00345256 0.00292665 0.0074317 0.00254538 0.00412827 0.0035086 0.00324851 0.0135983 0.00894479 0.00209564 0.00280231
threshold=-0.55579999999999996 0.087625000000000022 0.088685000000000028 0.085195000000000007 -0.082794999999999994 0.082250000000000031 0.083760000000000015 0.0054200000000000012 -0.018754999999999997 0.086895000000000014 -0.14488499999999999 0.084685000000000024 0.085505000000000012 0.089150000000000021 0.067035000000000025 0.50822500000000015 0.098225000000000021 -0.49053999999999998 -0.062769999999999992 0.09266000000000002 -0.058504999999999995 -0.0084199999999999987 -0.073489999999999986 0.51390500000000017 -0.082304999999999989
decision_type=2 2 2 2 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 -5 7 -7 17 9 14 12 -12 -10 -4 -8 23 -17 18 -2 -20 22 -22 -19 24 -15
right_child=1 2 13 4 -6 6 8 -9 10 -11 11 -13 -14 15 -16 16 -18 20 19 -21 21 -23 -24 -25 -26
leaf_value=-0.0014392626088079665 -0.00036916350439058349 0.0020302464093134632 -0.00070485462704658207 0.00079867277156606272 -0.00061056222651716639 -0.0017804268510572417 -0.00039606636913300171 0.00083068496469269578 0.00016738688043229733 -0.001762630261464806 -0.00055510346054263445 0.0004897519441828329 -0.0011014499606096075 -0.00036017243312920364 0.00052686450375634853 -0.00022592730982360422 0.0014513800074993735 -4.9634784058570361e-05 0.00092117700458639097 -0.00010302860194602229 -0.0017414917555744977 -9.7517413838708915e-05 0.0013092413577521259 0.00064105866640910413 3.6952647981689865e-05
leaf_weight=48 65 48 70 67 64 76 145 68 49 46 60 221 52 216 55 56 48 369 98 48 54 669 55 47 939
leaf_count=48 65 48 70 67 64 76 145 68 49 46 60 221 52 216 55 56 48 369 98 48 54 669 55 47 939
internal_value=0 -2.76257e-05 6.85483e-05 0.000625067 0.000103943 -9.82215e-05 -0.000312228 6.85723e-06 -0.000133245 -0.000445257 6.55415e-05 0.000263738 -0.000477771 -3.25276e-06 -0.000138167 3.37254e-05 0.000540343 -3.3792e-05 0.000282925 0.000578845 -9.27684e-05 -0.000221436 0.000124704 -9.42736e-06 -3.66061e-05
internal_weight=0 3685 1555 179 131 2130 704 1426 628 246 382 281 101 1376 200 1306 104 1358 211 146 1147 723 424 1202 1155
internal_count=3733 3685 1555 179 131 2130 704 1426 628 246 382 281 101 1376 200 1306 104 1358 211 146 1147 723 424 1202 1155
is_linear=0
shrinkage=0.0995203


Tree=5982
num_leaves=18
num_cat=0
split_feature=1 21 21 21 21 26 26 3 26 26 21 26 3 21 3 8 21
split_gain=0.00772285 0.0021706 0.00499991 0.00671113 0.00476185 0.00393361 0.0200098 0.0269639 0.0050775 0.00344282 0.00269781 0.00267694 0.00367814 0.0128185 0.0108122 0.00508048 0.00274056
threshold=-0.55579999999999996 0.10068500000000002 0.096850000000000033 0.094920000000000018 0.10343500000000001 0.084355000000000027 0.082250000000000031 0.087235000000000021 0.0054200000000000012 0.084645000000000012 0.089910000000000032 0.11575500000000001 0.10871500000000002 0.12603000000000006 0.11404500000000002 -0.070649999999999991 0.11412000000000001
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 -3 6 8 -8 -2 -7 -11 12 13 16 -14 -16 -6
right_child=1 4 -4 -5 11 9 7 -9 -10 10 -12 -13 14 -15 15 -17 -18
leaf_value=-0.0012960269177404754 -0.00010221354414711034 0.00096321537436270068 -0.00086882134756773683 0.0010101942300666977 0.00029978268475195973 0.00080936464184386259 -0.00028251142441634489 -0.0031412771915161159 0.00085512375739409867 3.9388273914840038e-05 -0.00051779909591136153 -0.00049418537203665394 -0.0014984574215589216 0.0019185806120863129 -0.00033551368144087352 0.00058785538996251972 -0.00057072202305735818
leaf_weight=48 988 63 74 59 125 55 93 51 58 1572 91 77 46 46 107 130 50
leaf_count=48 988 63 74 59 125 55 93 51 58 1572 91 77 46 46 107 130 50
internal_value=0 -2.49206e-05 -6.02585e-05 -3.98162e-05 0.000140676 -6.14013e-05 -0.000200578 -0.00130068 -4.83472e-05 3.45249e-05 8.40649e-06 5.00759e-05 0.000134851 0.000439781 -0.000100381 0.000167522 4.63891e-05
internal_weight=0 3685 3041 2967 644 2908 1190 144 1046 1718 1663 581 504 221 283 237 175
internal_count=3733 3685 3041 2967 644 2908 1190 144 1046 1718 1663 581 504 221 283 237 175
is_linear=0
shrinkage=0.0995203


Tree=5983
num_leaves=15
num_cat=0
split_feature=17 1 5 1 5 8 8 8 5 5 5 1 8 8
split_gain=0.00752389 0.00255097 0.00811079 0.00730864 0.00339426 0.00222607 0.00842533 0.00534801 0.0152237 0.00327083 0.00619236 0.00341219 0.00282285 0.00267705
threshold=-0.56655999999999984 -0.50290499999999982 0.2686150000000001 -0.44477499999999998 0.15627500000000003 -0.085764999999999994 -0.086489999999999997 -0.084855 -0.014374999999999999 -0.010074999999999999 -0.0078499999999999976 0.005935000000000001 -0.084184999999999996 -0.083504999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 6 9 8 -7 11 -11 -5 -9 -14
right_child=1 3 -4 5 -6 7 -8 12 -10 10 -12 -13 13 -15
leaf_value=-0.0010450525425465512 0.0004116064955080233 -0.0011427003028241394 0.0013466814085584665 -0.00032755659295135442 -0.00078575555971424724 -0.00023873097841073808 -0.0010839183495214685 -0.00060733525408268488 0.0021034023489077788 0.0011284993757715717 -1.0511148512849487e-05 9.5642014248479123e-05 0.00056049712395267546 2.5319426211128195e-06
leaf_weight=72 47 58 55 464 46 67 85 72 46 61 204 314 89 2053
leaf_count=72 47 58 55 464 46 67 85 72 46 61 204 314 89 2053
internal_value=0 -1.73361e-05 0.000386948 -3.46013e-05 -0.000171835 -1.57624e-05 -0.000130668 3.95856e-05 0.00070746 -5.21973e-05 0.000248587 -0.000155702 5.12836e-06 2.60976e-05
internal_weight=0 3661 148 3513 93 3455 1128 2327 113 1043 265 778 2214 2142
internal_count=3733 3661 148 3513 93 3455 1128 2327 113 1043 265 778 2214 2142
is_linear=0
shrinkage=0.0995203


Tree=5984
num_leaves=22
num_cat=0
split_feature=27 1 1 2 20 1 17 17 5 5 3 27 8 5 4 3 8 21 2 21 21
split_gain=0.0233032 0.0113029 0.036973 0.0747455 0.0093055 0.0101925 0.00644955 0.013837 0.0077141 0.0260115 0.00504449 0.00300777 0.00300611 0.00632895 0.00573538 0.00731558 0.00368551 0.00281773 0.00469988 0.00354946 0.00209233
threshold=0.11470500000000003 0.054560000000000004 0.067120000000000027 -0.080329999999999999 -0.15498999999999999 -0.047239999999999997 0.51392000000000015 0.6218950000000002 -0.092864999999999989 -0.09583499999999999 0.085355000000000028 -0.01137 -0.010374999999999999 -0.12429 0.10543500000000001 0.11492500000000001 0.0073150000000000012 0.083545000000000022 -0.017704999999999995 0.087885000000000019 -0.072824999999999987
decision_type=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 8 -8 9 10 -6 -4 13 20 16 -16 -14 18 -10 -19 -13
right_child=-2 2 11 -5 6 -7 7 -9 17 -11 -12 12 14 -15 15 -17 -18 19 -20 -21 -22
leaf_value=-0.0018990649034924016 0.0018787427766395403 -0.0051160160741169844 -0.00083014237357607944 -2.2346515567917131e-05 -0.00067477573224334177 0.00014846889476737875 0.0020103484106020093 -0.00034642318648871629 6.3052969681052689e-06 0.0025558159449554155 0.00040138668493345446 -0.00049047416279782944 0.001475906877003414 -0.0012437342398925711 -0.0011337406516828768 0.00055619388265557305 0.00021868654330029801 0.00064895125831084389 -0.00052371928203734353 7.5150834550680485e-05 0.00010079523697628269
leaf_weight=49 65 46 47 76 61 46 52 46 1562 53 146 74 49 47 46 56 47 134 185 549 296
leaf_count=49 65 46 47 76 61 46 52 46 1562 53 146 74 49 47 46 56 47 134 185 549 296
internal_value=0 -2.21658e-05 -0.00035739 -0.00194962 6.87107e-05 -0.000899011 0.000101979 0.000895756 7.27564e-05 0.000588075 8.03019e-05 -6.27203e-05 -2.74063e-06 -0.000155672 0.000315208 -0.000197908 0.000868921 1.72826e-05 -4.93535e-05 0.000188925 -1.52462e-05
internal_weight=0 3667 784 122 2883 95 2788 98 2690 260 207 662 615 417 198 102 96 2430 1747 683 370
internal_count=3732 3667 784 122 2883 95 2788 98 2690 260 207 662 615 417 198 102 96 2430 1747 683 370
is_linear=0
shrinkage=0.0995203


Tree=5985
num_leaves=22
num_cat=0
split_feature=20 2 2 2 6 6 17 20 18 17 17 20 21 20 17 2 20 25 23 27 3
split_gain=0.0220786 0.00802977 0.0335717 0.0248601 0.0240996 0.0511816 0.0141753 0.00876974 0.00763172 0.0140513 0.00725446 0.0051172 0.00840148 0.0108821 0.00649881 0.0158611 0.00473929 0.00290907 0.00367763 0.00217295 0.00183669
threshold=0.24030500000000005 -0.081055000000000002 -0.080604999999999996 -0.082644999999999982 0.085120000000000015 -0.0141 -0.54192999999999991 -0.081945000000000004 -0.095364999999999991 -0.10193000000000001 -0.021090000000000001 -0.085594999999999991 -0.015724999999999999 -0.10068000000000001 0.11180000000000002 -0.083104999999999998 -0.07825 0.096120000000000025 -0.050144999999999995 0.10402500000000002 0.092200000000000018
decision_type=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 5 7 -4 -5 9 16 -6 12 -10 -14 15 -13 -1 18 -8 -20 -18
right_child=-2 2 6 4 10 -7 17 -9 11 -11 -12 14 13 -15 -16 -17 20 -19 19 -21 -22
leaf_value=-0.00085424921431495886 0.001760633588677153 -0.0020941009854142283 -0.0017791432205233738 0.0016424302164063593 0.00094681555921503815 0.004590868905574641 -0.00079039846739253905 -8.4210203639139062e-05 -0.00024313317291007252 -0.0017079550223921063 -0.00053883319708054617 -5.8096229476076705e-05 0.00023375627744578491 0.0022444776141205391 -0.0008686587515703394 0.0017508527249317052 -8.2443640376877905e-05 0.00073524869303124717 1.3367744207501195e-06 -0.00054927296497152397 0.00073040748131053567
leaf_weight=48 70 85 47 51 51 46 64 66 79 73 90 811 64 47 84 51 51 48 1676 74 56
leaf_count=48 70 85 47 51 51 46 64 66 79 73 90 811 64 47 84 51 51 48 1676 74 56
internal_value=0 -2.35689e-05 -0.000158544 0.000137295 0.000951246 0.00177538 -7.19325e-05 0.000661431 -4.35129e-05 -0.000569321 0 6.12984e-05 0.00053286 0.00109252 -3.25474e-05 4.79802e-05 -2.77792e-05 -2.84e-05 -4.90581e-05 -2.14784e-05 0.000335323
internal_weight=0 3662 1994 1668 304 163 1909 117 1364 228 141 1136 190 111 946 862 155 1862 1814 1750 107
internal_count=3732 3662 1994 1668 304 163 1909 117 1364 228 141 1136 190 111 946 862 155 1862 1814 1750 107
is_linear=0
shrinkage=0.0995203


Tree=5986
num_leaves=17
num_cat=0
split_feature=22 19 1 1 0 20 3 19 3 3 2 9 8 20 2 9
split_gain=0.0209706 0.0104863 0.00757712 0.0334088 0.0744669 0.00664636 0.0104173 0.00295916 0.00247913 0.0106817 0.00261769 0.00186823 0.0059055 0.00309336 0.00705474 0.00369204
threshold=0.13264000000000004 0.13980000000000004 0.054560000000000004 0.070450000000000026 -0.088594999999999993 -0.15498999999999999 0.096035000000000023 -0.07525999999999998 0.084550000000000028 0.084955000000000017 -0.086934999999999998 -0.088729999999999989 -0.090440000000000006 -0.048779999999999997 -0.071344999999999992 0.11408000000000003
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 10 -10 -9 12 -5 14 -13 -15
right_child=-2 -3 3 11 -6 7 -8 8 9 -11 -12 13 -14 15 -16 -17
leaf_value=-0.0018410969808764414 0.0020755342098701477 0.0014276706247492398 -0.0049872732518116761 0.00013871240712604551 0 -0.00070441289348412357 0.00013318210100889236 0.00017726473558595733 0.0011387882574239823 7.5957513775680845e-05 -0.00035740671324326068 -0.00011981760251126967 -0.0012290649552792637 2.7714483486593354e-05 0.0011005946163280627 -0.00082966497741583493
leaf_weight=47 48 49 46 84 83 48 59 145 98 2206 236 113 49 282 79 60
leaf_count=47 48 49 46 84 83 48 59 145 98 2206 236 113 49 282 79 60
internal_value=0 -1.80589e-05 -3.77727e-05 -0.000309241 -0.0017754 3.80533e-05 -0.000734483 6.83158e-05 8.24349e-05 0.00012152 -0.000151774 -2.44537e-05 -0.000359051 5.73493e-05 0.000378068 -0.000120309
internal_weight=0 3684 3635 796 129 2839 106 2733 2685 2304 381 667 133 534 192 342
internal_count=3732 3684 3635 796 129 2839 106 2733 2685 2304 381 667 133 534 192 342
is_linear=0
shrinkage=0.0995203


Tree=5987
num_leaves=18
num_cat=0
split_feature=27 19 1 17 21 18 10 26 18 17 2 2 21 20 36 4 20
split_gain=0.0203028 0.0112836 0.00722994 0.0212637 0.0707331 0.00610195 0.00373168 0.0036306 0.00961312 0.00387982 0.00338575 0.0030409 0.00425218 0.0114248 0.00343504 0.0028197 0.00268879
threshold=0.11470500000000003 0.14071500000000006 0.031740000000000011 -0.0082649999999999998 0.09407500000000002 0.22074500000000005 0.090150000000000022 0.085155000000000022 0.086065000000000016 -0.042709999999999991 -0.072419999999999998 -0.079604999999999995 -0.032929999999999994 -0.0073549999999999996 0.088355000000000031 0.13954000000000003 -0.077849999999999989
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 -4 6 7 8 -1 -9 16 12 -5 -14 15 -13 -6
right_child=-2 -3 3 11 10 -7 -8 9 -10 -11 -12 14 13 -15 -16 -17 -18
leaf_value=4.5389818601444885e-05 0.0017514663571685303 0.0015087452565114015 -0.0044370448875595426 -0.00040015742341207179 7.2392615806756873e-05 -0.00080954599048821104 -0.00080650481562344074 0.00019026440861072977 0.00073088338965044428 -0.00013861682236436624 0.00057583199387250302 -0.0001460489652867793 0.0015947974048274398 -0.00020969761283399119 0.00060090044217592307 -0.00086028297754287453 -0.00096654870204866965
leaf_weight=815 65 47 50 59 48 82 48 554 271 988 49 352 63 76 51 66 48
leaf_count=815 65 47 50 59 48 82 48 554 271 988 49 352 63 76 51 66 48
internal_value=0 -2.28637e-05 -4.29753e-05 -0.000294653 -0.00120891 3.53885e-05 6.15855e-05 7.77526e-05 0.000217201 -1.99276e-05 -9.01137e-05 -2.61389e-05 0.000299438 0.000602278 -0.000165335 -0.000260781 -0.000438551
internal_weight=0 3667 3620 862 195 2758 2676 2628 1086 1542 145 667 198 139 469 418 96
internal_count=3732 3667 3620 862 195 2758 2676 2628 1086 1542 145 667 198 139 469 418 96
is_linear=0
shrinkage=0.0995203


Tree=5988
num_leaves=31
num_cat=0
split_feature=25 6 9 18 18 3 3 20 18 1 9 9 18 3 9 2 26 6 20 20 9 17 26 3 17 9 17 17 3 26
split_gain=0.00710415 0.00505265 0.00485028 0.00559048 0.0102275 0.00605262 0.00778605 0.00504883 0.0146305 0.00424811 0.00340035 0.00327451 0.00861896 0.00319586 0.00759149 0.00487675 0.00607461 0.0109203 0.00504201 0.0138598 0.00670049 0.00647443 0.00458107 0.00364219 0.00248391 0.0058175 0.00382069 0.00287421 0.00144171 0.000902703
threshold=0.10729000000000002 -0.07664 0.084485000000000018 -0.025879999999999997 -0.013125 0.08400500000000001 0.093715000000000021 -0.085594999999999991 -0.08727 -0.08616 -0.020035000000000001 0.084795000000000023 -0.017129999999999996 0.11693000000000002 -0.093949999999999992 -0.083589999999999984 -0.14033499999999999 -0.13803499999999999 -0.071149999999999991 -0.009049999999999999 0.09143500000000003 0.12439000000000001 0.087865000000000013 0.13451500000000002 0.51326500000000019 0.095415000000000014 0.41106500000000007 -0.0036050000000000001 0.086605000000000029 -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 2 2
left_child=1 13 3 7 -5 9 -7 -3 10 -6 -9 12 -4 15 -15 16 -1 28 20 -20 22 -21 -17 -16 26 -26 27 -13 -18 -25
right_child=-2 2 11 4 5 6 -8 8 -10 -11 -12 24 -14 14 23 18 17 -19 19 21 -22 -23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=0.00044972772348983681 -0.0011513737741036831 0.00076637910719517556 0.00041442591293193968 0.0016685604356310652 0.00027864244981051702 0.0014829361176574329 0.00028491561019148339 -0.0005311043031385052 -0.001782946084874787 -0.00091396934116118116 0.00041795677976354945 0.00018105281350931456 -0.0014921673816302536 0.00059164044681292774 -0.0012061352295798873 0.00034439452117390111 -0.00050963763555883913 -0.0018770247369747587 -0.0012528149372658191 0.00044554352216349963 0.0013365911550304425 -0.00083642026940500204 -0.00063473114336572644 0 -0.0011507046809039368 0.00039107064827614027 0.00078335409304120126 -0.00010834208312056832 0.00025626697796126465 -0.00058910261539251775
leaf_weight=54 48 72 47 72 71 77 186 49 46 50 152 972 46 55 87 269 48 56 88 203 58 48 57 46 50 46 81 519 48 53
leaf_count=54 48 72 47 72 71 77 186 49 46 50 152 972 46 55 87 269 48 56 88 203 58 48 57 46 50 46 81 519 48 53
internal_value=0 6.64505e-05 0.000145514 0.000353172 0.00057684 0.000370011 0.00063878 3.0879e-05 -0.000180204 -0.000207407 0.000182521 5.36614e-05 -0.000519818 -0.000104223 -0.000427322 -1.95233e-05 -0.000447434 -0.000771548 0.000101266 -0.000176845 0.000348919 0.000197126 0.000170687 -0.000733029 8.61268e-05 -0.00040341 0.000116543 7.97687e-05 -0.000118158 -0.000309
internal_weight=0 3706 2536 775 456 384 263 319 247 121 201 1761 93 1170 241 929 206 152 723 339 384 251 326 186 1668 96 1572 1491 96 99
internal_count=3754 3706 2536 775 456 384 263 319 247 121 201 1761 93 1170 241 929 206 152 723 339 384 251 326 186 1668 96 1572 1491 96 99
is_linear=0
shrinkage=0.0995203


Tree=5989
num_leaves=11
num_cat=0
split_feature=25 22 8 9 20 4 3 3 3 3
split_gain=0.0057619 0.0044406 0.00429212 0.00585411 0.00385005 0.00472555 0.00585207 0.00441836 0.0060097 0.00427123
threshold=0.10729000000000002 0.11884500000000002 -0.51030999999999993 -0.26414499999999996 -0.15314999999999998 0.09717000000000002 0.097595000000000029 0.11462500000000002 0.11721500000000003 0.11125500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 9 -9 -6
right_child=-2 -3 3 4 7 -7 -8 8 -10 -11
leaf_value=0.0008260387529693251 -0.0010367889179605989 -0.00073580366872169763 -0.00094925813862306596 0.00086488556792910492 7.3981143635846078e-05 0.0012341451175706887 -0.00066353342150052893 -0.00099894602714358655 -6.298936619014585e-05 0.00069941383319706491
leaf_weight=74 48 68 56 51 2763 62 48 83 388 113
leaf_count=74 48 68 56 51 2763 62 48 83 388 113
internal_value=0 5.98983e-05 7.49962e-05 5.91725e-05 7.5504e-05 0.000551407 0.000115565 5.23671e-05 -0.000229663 9.88395e-05
internal_weight=0 3706 3638 3564 3508 161 99 3347 471 2876
internal_count=3754 3706 3638 3564 3508 161 99 3347 471 2876
is_linear=0
shrinkage=0.0995203


Tree=5990
num_leaves=15
num_cat=0
split_feature=24 18 0 9 17 8 9 8 17 17 18 26 8 5
split_gain=0.00472507 0.0030562 0.00399512 0.00287548 0.00573716 0.00483662 0.00445125 0.0034422 0.00344119 0.00402371 0.00421623 0.00722049 0.00474154 0.00275869
threshold=0.10415500000000003 0.19545000000000004 -0.074264999999999984 0.094435000000000033 -0.56005499999999986 0.068430000000000019 0.093335000000000015 -0.51030999999999993 0.51292000000000015 0.41106500000000007 0.11362500000000002 0.10353500000000003 -0.068549999999999986 -0.010264999999999998
decision_type=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 10 11 -5 -12 -7
right_child=-2 2 -4 8 5 13 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=0.0010490847686546805 -0.00096043128463939146 8.062919128107143e-05 0.0012781113735376654 -0.00025456401479873931 0.00079398648203725126 -1.8496575619725876e-05 0.00079208293018192362 4.7775382506289984e-05 -0.00085314625998293421 0.00081170451015647913 5.0266476451299986e-05 0.00049282029300299626 -0.001250085857383012 -0.0010463174358194549
leaf_weight=60 46 73 46 415 63 49 87 2452 60 48 47 185 64 59
leaf_count=60 46 73 46 415 63 49 87 2452 60 48 47 185 64 59
internal_value=0 5.37153e-05 0.000550401 3.70187e-05 8.56326e-05 6.39995e-05 9.13585e-05 6.67933e-05 -0.000126403 -6.78738e-05 -0.000128406 -2.27561e-05 -0.000692111 -0.000587571
internal_weight=0 3708 119 3589 2770 2710 2602 2515 819 759 711 600 111 108
internal_count=3754 3708 119 3589 2770 2710 2602 2515 819 759 711 600 111 108
is_linear=0
shrinkage=0.0995203


Tree=5991
num_leaves=41
num_cat=0
split_feature=6 9 18 18 1 20 20 18 8 3 3 20 20 6 6 9 4 9 18 18 8 3 21 3 21 6 5 21 9 5 8 9 1 5 5 18 5 21 9 5
split_gain=0.00515798 0.00352045 0.0040441 0.0085362 0.00469165 0.00711584 0.00367988 0.0118247 0.00343711 0.00472479 0.00694093 0.0102884 0.027269 0.00839029 0.00582576 0.00527555 0.0058918 0.00269312 0.00704442 0.00253576 0.00247592 0.00244581 0.00521228 0.00537465 0.00329206 0.00587892 0.00269262 0.00235653 0.00642119 0.00234889 0.00379599 0.00270641 0.0018735 0.00185869 0.00585026 0.00476391 0.00394917 0.00326811 0.00272716 0.0026576
threshold=-0.07664 0.084485000000000018 -0.025879999999999997 -0.013125 -0.081224999999999992 -0.06470999999999999 -0.085594999999999991 -0.086894999999999986 -0.080445000000000003 0.10726500000000001 0.099145000000000025 -0.009049999999999999 -0.071149999999999991 -0.23020499999999999 -0.091244999999999993 0.09143500000000003 0.11419500000000003 0.084795000000000023 -0.017129999999999996 -0.097059999999999994 -0.0092799999999999983 0.086605000000000029 0.10683000000000002 0.089395000000000016 0.08500000000000002 -0.45687499999999998 -0.090689999999999993 0.085330000000000031 0.084290000000000018 -0.015214999999999999 -0.088874999999999996 0.08073000000000001 0.039665000000000013 -0.087969999999999993 -0.092864999999999989 0.0089800000000000036 -0.082179999999999989 -0.080634999999999998 0.085335000000000022 -0.067559999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 -4 29 -6 -2 19 21 10 11 12 14 -13 -10 16 -11 18 -3 20 -8 27 23 -23 25 -25 -26 -1 -29 31 -31 -5 -7 34 35 37 -35 -19 -38 -40
right_child=1 17 3 4 5 32 7 -9 9 15 -12 13 -14 -15 -16 -17 -18 33 -20 -21 -22 22 -24 24 26 -27 -28 28 -30 30 -32 -33 -34 36 -36 -37 38 -39 39 -41
leaf_value=0.00026754051388905385 0.00064519242238011314 0.00036126140587773239 0.0014772463039376517 0.00014359220114073417 -7.2013972751798304e-05 0.00078267699213598421 0.0004435742175799679 -0.0016046499395783132 0.00061545107323779033 -0.0019748353928485938 0.00069248159491666226 -0.00023891194468226949 -0.002877569779234714 0.0013712312168011531 -0.00069897597874727237 -9.9464365980406728e-05 -0.00049656416587134196 0.00032684305155681199 -0.0013612230449784137 0.00063141699472149624 -0.00044614940683739631 0.0011309456285905372 -0.00057912034521529474 0.00041606101297702333 -7.2450891565114905e-06 -0.0011344344982630286 0.00073998862683687528 0.00018554029269713762 -0.0012665786463804116 -0.00044872697345937744 0.00063816377193814326 -0.00089598633208755535 0.0017143937565288561 0.00086505269862429096 -0.00089756974558164381 0.00080573174251272011 0.00070972505102269911 -0.00077561933970350552 -0.00036554349360098075 9.3124032806766443e-05
leaf_weight=52 72 47 72 49 66 47 50 46 62 49 85 91 47 49 72 85 63 48 46 73 80 67 76 49 89 47 98 60 59 47 95 48 48 66 78 66 64 58 140 1148
leaf_count=52 72 47 72 49 66 47 50 46 62 49 85 91 47 49 72 85 63 48 46 73 80 67 76 49 89 47 98 60 59 47 95 48 48 66 78 66 64 58 140 1148
internal_value=0 0.000117159 0.000291434 0.00047684 0.00029472 0.000710086 1.62621e-05 -0.00016231 -0.00013284 -0.000300574 -0.000104151 -0.000317647 -0.000814443 0.000318791 -8.46991e-05 -0.00070123 -0.00115062 3.82159e-05 -0.000481918 0.000160494 -9.76509e-05 3.52081e-05 0.000164048 0.00032776 0.000134714 -0.000334509 0.000379976 -0.000280973 -0.000527539 1.14871e-05 0.000272653 -0.000362399 0.00126206 6.7707e-05 -0.000181244 0.000138842 0.000112176 -0.000268668 7.48171e-05 4.26333e-05
internal_weight=0 2554 793 472 400 161 321 249 1200 603 406 321 181 140 134 197 112 1761 93 203 130 597 426 350 283 96 187 171 119 239 142 97 95 1668 250 172 1418 106 1352 1288
internal_count=3754 2554 793 472 400 161 321 249 1200 603 406 321 181 140 134 197 112 1761 93 203 130 597 426 350 283 96 187 171 119 239 142 97 95 1668 250 172 1418 106 1352 1288
is_linear=0
shrinkage=0.0995203


Tree=5992
num_leaves=9
num_cat=0
split_feature=20 1 27 0 12 8 1 30
split_gain=0.0299215 0.0025859 0.00163014 0.00371315 0.00236234 0.00213782 0.00326577 0.00282152
threshold=-0.41270499999999993 -0.55579999999999996 0.10530500000000002 -0.063914999999999986 0.097490000000000021 -0.49499500000000002 0.51334500000000016 0.095600000000000032
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 -7
right_child=1 2 3 -5 -6 6 -8 -9
leaf_value=0.0025093600623639764 0.00067878322930317169 -0.00053371471020494153 7.1335605089739633e-05 -0.0010549596328662818 0.00068497949653419533 -1.6331522849206533e-05 0.00062334634078461829 -0.00077021843924454268
leaf_weight=47 52 80 68 49 47 3280 78 50
leaf_count=47 52 80 68 49 47 3280 78 50
internal_value=0 -1.74642e-05 -2.76021e-05 -0.000393364 -1.52646e-05 -2.4935e-05 -1.27516e-05 -2.7897e-05
internal_weight=0 3704 3652 117 3535 3488 3408 3330
internal_count=3751 3704 3652 117 3535 3488 3408 3330
is_linear=0
shrinkage=0.0995203


Tree=5993
num_leaves=20
num_cat=0
split_feature=6 1 6 9 29 24 9 1 19 17 5 6 2 2 5 2 0 21 2
split_gain=0.0199097 0.00212447 0.00165798 0.00339348 0.0126103 0.00315566 0.00267578 0.00263873 0.0038535 0.00573095 0.0105138 0.00562939 0.00227991 0.00505383 0.00615611 0.00460714 0.0174223 0.00510785 0.00332887
threshold=0.23663500000000004 -0.54365999999999992 -0.092919999999999989 0.11351500000000002 0.093650000000000025 0.084270000000000025 0.091885000000000022 0.007210000000000002 0.0069650000000000016 -0.053765 0.51100000000000012 -0.063485 -0.075429999999999983 -0.077714999999999992 -0.068984999999999991 -0.070354999999999987 -0.077314999999999981 0.088120000000000018 -0.079954999999999984
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 -3 12 9 10 -9 -11 13 18 -15 16 -14 -17 -4
right_child=-2 2 7 -5 -6 -7 -8 8 -10 11 -12 -13 15 14 -16 17 -18 -19 -20
leaf_value=0.00055321339734032025 0.0019279108510963127 -0.00014955113633371975 3.1944317630453993e-05 -0.00081277411045567612 0.0014397147429925762 0.00056303618511525325 -0.00064989093305854837 0.001801163754089286 -0.00047044321828002271 -0.00092705862046249532 0.00010558230157758459 0.00029052344415154301 -0.0020288079723886818 -8.3805309572044297e-05 0.0014133991569060071 0.00014790416612007202 0.00037509371135967815 -0.0005114210729053305 -0.00045901130835837074
leaf_weight=64 53 528 1442 70 50 50 135 64 65 47 86 187 56 51 56 362 63 171 151
leaf_count=64 53 528 1442 70 50 50 135 64 65 47 86 187 56 51 56 362 63 171 151
internal_value=0 -1.46417e-05 -2.48677e-05 -0.000148205 -8.61626e-05 -0.000194315 -0.000252665 1.15199e-05 0.00023281 0.000353983 0.000834488 4.24678e-05 -3.03768e-05 2.98886e-05 0.000692128 -0.000188766 -0.000749275 -6.20883e-05 -1.40793e-05
internal_weight=0 3698 3634 833 763 713 663 2801 449 384 150 234 2352 1700 107 652 119 533 1593
internal_count=3751 3698 3634 833 763 713 663 2801 449 384 150 234 2352 1700 107 652 119 533 1593
is_linear=0
shrinkage=0.0995203


Tree=5994
num_leaves=12
num_cat=0
split_feature=6 38 36 11 2 26 9 5 9 18 10
split_gain=0.0161434 0.00206589 0.00373173 0.00282448 0.00732752 0.00187661 0.00365626 0.00574165 0.00268974 0.00247449 0.00227696
threshold=0.23663500000000004 -0.072014999999999996 0.089700000000000016 -0.065469999999999987 -0.035314999999999992 0.41344500000000012 0.11351500000000002 -0.081415000000000001 0.10864500000000002 0.022040000000000008 0.090150000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 8 -8 10 -9 -5
right_child=-2 3 -4 5 -6 -7 7 9 -10 -11 -12
leaf_value=0.001070118556764893 0.001736044715825791 0.00043640149200411773 -0.00010498045833759511 1.0440862904101822e-06 -0.0011654353326887939 -0.00050220717314611134 0.0013497585764442716 0.00049678542985408323 -0.00069388908272249308 -0.00043559918068993296 -0.00066272170359335102
leaf_weight=48 53 47 58 3128 69 75 50 61 58 52 52
leaf_count=48 53 47 58 3128 69 75 50 61 58 52 52
internal_value=0 -1.31405e-05 0.000419417 -2.61331e-05 -0.000509358 -9.7716e-06 8.47064e-07 0.000460986 -2.20634e-05 6.0479e-05 -9.55253e-06
internal_weight=0 3698 106 3592 116 3476 3401 163 3238 113 3180
internal_count=3751 3698 106 3592 116 3476 3401 163 3238 113 3180
is_linear=0
shrinkage=0.0995203


Tree=5995
num_leaves=8
num_cat=0
split_feature=20 26 28 26 10 27 20
split_gain=0.0197325 0.00179033 0.00256152 0.00474871 0.00243399 0.00201768 0.00187209
threshold=-0.41270499999999993 0.41344500000000012 0.087260000000000018 0.15583500000000003 0.091870000000000021 -0.088359999999999994 -0.077394999999999992
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7
right_child=1 -3 -4 -5 -6 6 -8
leaf_value=0.0020366897033979392 -0.00061859881020366516 -0.00049344769697719714 -0.00071982945338471156 0.00096773501641469995 0.00059882132141509282 0.00011830586517186513 -5.2820554709127935e-05
leaf_weight=47 55 76 49 50 64 839 2571
leaf_count=47 55 76 49 50 64 839 2571
internal_value=0 -1.52884e-05 -5.04621e-06 4.51115e-06 -8.90416e-06 -2.03654e-05 -1.04764e-05
internal_weight=0 3704 3628 3579 3529 3465 3410
internal_count=3751 3704 3628 3579 3529 3465 3410
is_linear=0
shrinkage=0.0995203


Tree=5996
num_leaves=22
num_cat=0
split_feature=9 9 26 9 7 26 11 3 6 6 26 22 30 3 23 18 6 26 26 26 26
split_gain=0.00287575 0.0308421 0.0269227 0.00999107 0.00429741 0.00401579 0.00470611 0.00562181 0.00312636 0.00640233 0.00370401 0.00420976 0.00405122 0.0043614 0.00347152 0.0051189 0.00307827 0.00321345 0.00874372 0.00807267 0.00305797
threshold=0.08488500000000003 0.085465000000000027 0.085155000000000022 0.084755000000000011 0.084545000000000023 -0.2382 -0.084384999999999988 0.084955000000000017 -0.045589999999999999 -0.029794999999999999 -0.042444999999999997 0.10460500000000002 0.090320000000000025 0.094525000000000012 -0.022119999999999997 0.089365000000000014 -0.01146 0.085855000000000029 0.091195000000000012 0.08488500000000003 0.088875000000000023
decision_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 -3 -7 -8 10 -10 12 14 13 -1 -12 -16 -11 19 -19 -18 -9
right_child=1 4 -4 -5 -6 6 7 20 9 16 11 -13 -14 -15 15 -17 17 18 -20 -21 -22
leaf_value=-0.0001898653875578518 -0.0035337580689910595 0.0008569585105603993 -0.0004294218260070376 0.0014923500635812324 -0.00096893564145862209 -0.0010024174026302473 0.00084009261033940669 -0.00019209655965795591 0.001165285088610824 -0.00058860538904940182 0.00035961957504785329 0.00040679029983856752 -0.00046979011515822924 0.00095844792708263112 -0.00078676677480631323 0.00010242689180432995 0.00012387722745274728 -0.00071900351118807675 0.00082638553601066111 0.0014458568022340068 6.386594486154385e-05
leaf_weight=52 47 52 69 47 47 48 75 769 57 64 46 68 59 84 243 85 468 118 52 51 1153
leaf_count=52 47 52 69 47 47 48 75 769 57 64 46 68 59 84 243 85 468 118 52 51 1153
internal_value=0 -0.000113587 -0.00169427 6.41467e-05 -2.76835e-05 -6.19685e-06 -2.85454e-05 -4.72738e-06 1.71914e-05 0.000147422 -0.000147123 -0.00030728 0.000211701 0.000513368 -0.0004393 -0.00055384 6.92858e-05 0.000131584 -0.000241481 0.00025536 -3.81198e-05
internal_weight=0 2260 116 1494 2144 2097 2045 1997 1447 810 637 442 195 136 374 328 753 689 170 519 1922
internal_count=3754 2260 116 1494 2144 2097 2045 1997 1447 810 637 442 195 136 374 328 753 689 170 519 1922
is_linear=0
shrinkage=0.0995203


Tree=5997
num_leaves=32
num_cat=0
split_feature=17 17 18 17 6 20 26 3 20 20 3 1 4 19 5 17 1 26 18 18 18 1 3 3 5 3 18 5 5 3 18
split_gain=0.00341087 0.00727208 0.00661782 0.0112913 0.0243717 0.00474792 0.00973976 0.00479669 0.00461879 0.00390129 0.00542114 0.00374754 0.00350189 0.00530991 0.00510131 0.00810378 0.00342882 0.010025 0.0059163 0.00621238 0.00476858 0.00413843 0.00456289 0.0290008 0.00686664 0.00838956 0.00531537 0.00492743 0.00238857 0.0021879 0.00484296
threshold=-0.15450999999999998 -0.21387500000000001 -0.086064999999999989 0.052150000000000009 0.091615000000000016 -0.077044999999999988 0.086255000000000012 0.11404500000000002 -0.095634999999999998 -0.0058900000000000003 0.086775000000000033 -0.0088199999999999997 0.10343500000000001 0.0069650000000000016 0.44834500000000005 -0.43873000000000001 -0.082489999999999994 0.10144500000000002 -0.025079999999999998 -0.013025 -0.010029999999999999 -0.081744999999999998 0.088535000000000016 0.089005000000000015 -0.025879999999999997 0.08622500000000001 -0.080424999999999996 -0.095609999999999987 0.26676500000000009 0.085035000000000013 -0.094389999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 6 8 -8 -1 10 -2 -12 13 14 28 -16 17 18 -4 -20 -21 -18 24 -24 27 -26 -25 -23 -7 -11 -31
right_child=2 -3 16 -5 -6 12 7 -9 -10 29 11 -13 -14 -15 15 -17 21 -19 19 20 -22 22 23 26 25 -27 -28 -29 -30 30 -32
leaf_value=0.00028042997649832378 -0.0011107535078770439 0.0011110203174969485 0.00095064992853271537 -0.0017037039918064627 -0.0021153477445983561 0.0001673595068518797 0.0017902724822393462 0.00043232614778707345 -0.00095870827428828204 0.00092724415888789484 -0.00039122454965034766 0.00079148452337139967 -0.00081148849956229135 -0.0007645523595323151 0.0016433981238980712 -0.0001625098112768206 -0.00095820454631538718 0.0012301416824557641 -0.001041566236225655 0.00090689767658187672 -0.00011392258498769514 0.00031079590543077419 -0.002582725440946846 -0.0010854546298207093 -6.2878616966465604e-05 0.0015153212090650539 -2.8680974760042841e-05 -0.00038291010066198697 -0.00053643872883337189 -0.00057147925635667228 0.00060330040123487928
leaf_weight=80 54 71 59 60 59 114 53 54 47 51 62 46 66 76 50 47 52 80 61 54 279 216 47 49 59 74 1314 191 81 55 93
leaf_count=80 54 71 59 60 59 114 53 54 47 51 62 46 66 76 50 47 52 80 61 54 279 216 47 49 59 74 1314 191 81 55 93
internal_value=0 0.000152886 -8.54668e-05 -0.000424395 -0.000239688 4.9823e-05 0.000412068 0.0011126 -0.000171703 6.4593e-05 -0.000295237 0.000104942 -0.000143602 -2.15939e-05 0.000168975 0.000759931 -2.0968e-05 0.000202912 1.9696e-05 -0.000117633 4.91576e-05 -8.09814e-05 -5.7169e-05 -0.000151702 0.000188151 0.000809063 -6.72727e-05 -1.27403e-05 -0.000120789 0.000361633 0.000161196
internal_weight=0 739 3015 480 420 668 234 107 127 361 162 108 434 368 292 97 2535 533 453 394 333 2002 1950 1410 540 133 1363 407 195 199 148
internal_count=3754 739 3015 480 420 668 234 107 127 361 162 108 434 368 292 97 2535 533 453 394 333 2002 1950 1410 540 133 1363 407 195 199 148
is_linear=0
shrinkage=0.0995203


Tree=5998
num_leaves=23
num_cat=0
split_feature=17 17 17 2 2 17 18 18 18 18 18 18 1 2 9 18 21 3 3 9 3 0
split_gain=0.00276911 0.00593328 0.00538134 0.0162759 0.00343028 0.00397393 0.00318278 0.0129735 0.0138638 0.0036641 0.00313033 0.00353074 0.00929002 0.00429142 0.00238329 0.00259564 0.0018726 0.00517327 0.0107402 0.00433064 0.00386181 0.00292286
threshold=-0.15450999999999998 -0.17921000000000001 -0.12647999999999998 -0.083589999999999984 -0.24151999999999998 -0.55286000000000002 -0.089929999999999996 -0.096219999999999986 -0.092584999999999987 -0.088385000000000005 -0.086064999999999989 -0.011569999999999999 -0.068094999999999989 -0.082025000000000001 0.085850000000000024 -0.13579499999999997 0.10940500000000002 0.10871500000000002 0.12212000000000002 0.087495000000000031 0.095630000000000021 -0.084084999999999993
decision_type=2 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 7 14 -9 -8 -11 12 -12 -13 15 -4 19 -18 -19 21 -21 -7
right_child=2 -3 6 -5 5 16 9 8 -10 10 11 13 -14 -15 -16 -17 17 18 -20 20 -22 -23
leaf_value=-0.00063282981790010106 0.00011890378646689535 0.0010870014863748889 5.3911661839098804e-05 -0.0021408594893873841 0.00073369321250770587 0.00028418795544095539 0.00083073048904955065 -0.0023560107256529969 -0.00026035845365967496 -0.00066285958640317441 0.00066666642072948489 -0.00030750883230587077 -0.00014648425600308397 2.0790590277433532e-05 -0.00026278838983737654 0.0010779340599345367 0.00048262538085783928 -0.0015825721682150909 0.00014951974973767055 -6.0004701400203865e-05 0.00087089456409507771 -0.00068216415639760133
leaf_weight=65 87 60 55 49 91 53 50 52 81 75 247 556 316 1343 57 47 72 59 87 72 108 72
leaf_count=65 87 60 55 49 91 53 50 52 81 75 247 556 316 1343 57 47 72 59 87 72 108 72
internal_value=0 0.000137671 -7.70692e-05 -0.000689257 5.25774e-05 0.00012647 -4.78659e-05 -0.000359427 -0.00108587 -1.2383e-05 -2.93221e-05 -9.69006e-06 0.000208808 -7.48997e-05 0.000243076 0.000533791 1.92502e-05 -0.000201731 -0.000544828 0.000179881 0.000493987 -0.000265882
internal_weight=0 739 3015 136 679 614 2879 292 133 2587 2537 2462 563 1899 159 102 523 218 146 305 180 125
internal_count=3754 739 3015 136 679 614 2879 292 133 2587 2537 2462 563 1899 159 102 523 218 146 305 180 125
is_linear=0
shrinkage=0.0995203


Tree=5999
num_leaves=25
num_cat=0
split_feature=1 1 2 1 1 26 26 9 1 18 9 9 18 6 0 18 5 2 2 2 8 8 8 18
split_gain=0.00272766 0.022522 0.0518638 0.0119308 0.00372536 0.0212197 0.0129325 0.00612777 0.00358961 0.00299053 0.00294548 0.00837249 0.00290936 0.00314924 0.00382064 0.00506678 0.00253239 0.00534725 0.00567656 0.00403022 0.00233252 0.0146108 0.00285992 0.00210573
threshold=-0.093734999999999999 -0.088495000000000004 -0.083769999999999997 -0.098224999999999993 -0.082489999999999994 0.091195000000000012 0.088775000000000021 0.084835000000000022 -0.081744999999999998 -0.088184999999999999 0.09550500000000002 0.099125000000000033 0.085685000000000025 0.10384500000000003 -0.08076499999999999 -0.13579499999999997 0.26676500000000009 -0.077714999999999992 -0.082644999999999982 -0.072419999999999998 -0.090440000000000006 -0.088520000000000001 -0.092094999999999996 0.11906500000000002
decision_type=2 2 2 2 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 10 5 6 7 -3 -6 -2 12 -12 13 14 -1 -16 20 18 -18 -19 22 -22 -10 -14
right_child=1 4 -4 -5 8 -7 -8 -9 16 -11 11 -13 23 -15 15 -17 17 19 -20 -21 21 -23 -24 -25
leaf_value=0.0011996893084687129 0.00052626334572419017 0.00077507722531072677 -0.0039550174365597535 0.0016676079308350286 -0.00081571202999039332 0.0017206001978852408 -0.0015931396761386901 -0.00056389524464959553 3.6863548877826811e-05 -0.00048857601890746783 -0.0014171492249919417 0.00033862538200029208 -0.00058503118881613977 -0.00037868267578232797 -0.00059322429103124386 0.00053199122833389649 0 -0.00081035482025470021 0.0013455404561995789 0.00027358639404340558 -0.0014900042184681239 -5.2456043848420616e-05 0.00073446590119292975 0.00021753906704250145
leaf_weight=54 48 89 48 48 58 79 50 54 469 71 48 60 77 54 52 161 58 56 69 85 73 1772 67 54
leaf_count=54 48 89 48 48 58 79 50 54 469 71 48 60 77 54 52 161 58 56 69 85 73 1772 67 54
internal_value=0 -6.85697e-05 -0.00119323 0.000161475 -5.24748e-06 0.000345527 -0.000213086 0.000263727 -4.07958e-05 -7.23498e-05 3.09155e-05 -0.000434139 0.000143846 0.000306289 0.000447888 0.000253447 -2.35199e-05 0.00026598 0.000735494 -0.000151109 -5.64492e-05 -0.000109778 0.000125591 -0.000247952
internal_weight=0 3146 167 608 2979 272 193 143 2707 119 560 108 452 321 267 213 2649 268 127 141 2381 1845 536 131
internal_count=3754 3146 167 608 2979 272 193 143 2707 119 560 108 452 321 267 213 2649 268 127 141 2381 1845 536 131
is_linear=0
shrinkage=0.0995203


Tree=6000
num_leaves=27
num_cat=0
split_feature=8 2 26 2 10 6 20 6 18 8 23 26 7 17 17 17 1 21 21 8 2 0 21 0 17 8
split_gain=0.00490932 0.00519431 0.00982489 0.0208121 0.00468079 0.00457726 0.0056604 0.0132288 0.00668909 0.00448733 0.00416807 0.00288634 0.00255957 0.00246169 0.00392924 0.00329647 0.00485536 0.00338571 0.0026973 0.00241989 0.00237352 0.00348468 0.00973566 0.00435556 0.00161919 0.000794804
threshold=-0.084674999999999986 -0.080695000000000003 0.088245000000000032 -0.082794999999999994 0.09056500000000002 -0.088734999999999994 -0.085594999999999991 -0.01146 -0.015440000000000001 -0.088144999999999987 -0.017849999999999998 0.09167500000000002 -1.0000000180025095e-35 0.048565000000000011 0.10178500000000003 -0.093784999999999993 -0.080500000000000002 0.087570000000000023 0.10683000000000002 -0.091600000000000001 0.11995000000000003 -0.15034 0.08500000000000002 -0.1021 0.40827500000000011 -0.11257499999999999
decision_type=2 2 2 2 2 2 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 10 9 -7 -8 -9 -1 -2 -4 -12 15 -15 -3 -17 19 -19 -18 21 22 -14 -23 25 -16
right_child=4 13 3 -5 -6 6 7 8 -10 -11 12 -13 20 14 24 16 17 18 -20 -21 -22 23 -24 -25 -26 -27
leaf_value=9.7417960285814739e-05 -0.00092491919097207015 -0.00055171646260527662 0.00087880408759127989 0.0026758563511380166 0.00083704898547289921 0.00092488280281707619 -0.0014685206859896892 0.00090130309904346657 -0.00014814934180278538 0.0014174838449478153 0.00065576745627369734 -0.0001214481509884741 -0.00023944733379260757 -0.001084041607236031 0.00047057783229446655 0.0010735527509157438 5.1703511519195229e-05 0.00085406425557207227 -0.00010450674240960184 -0.00068150182276554595 -0.00067861731581023784 -0.00067264585850337118 0.0014332975334331963 -6.2641527323093881e-05 -0.00052051734820612384 -0.00010009365522710073
leaf_weight=55 58 66 47 52 55 57 62 81 231 50 47 70 88 51 47 55 128 73 46 67 65 124 56 1892 50 46
leaf_count=55 58 66 47 52 55 57 62 81 231 50 47 70 88 51 47 55 128 73 46 67 65 124 56 1892 50 46
internal_value=0 0.000169387 0.000354992 0.00101744 -6.89509e-05 0.000144597 0 -0.000139747 0.000121681 0.000733818 -9.06885e-05 0.000273366 -6.90318e-05 -3.73432e-05 -0.000333081 9.26674e-05 0.000210142 5.63e-05 0.000476645 -0.00019602 -8.47101e-05 -6.64589e-05 0.00040538 -0.000100568 -5.95316e-05 0.000179508
internal_weight=0 1334 705 169 2385 536 431 374 312 105 2330 117 2272 629 194 435 369 314 119 195 2225 2160 144 2016 143 93
internal_count=3719 1334 705 169 2385 536 431 374 312 105 2330 117 2272 629 194 435 369 314 119 195 2225 2160 144 2016 143 93
is_linear=0
shrinkage=0.0995203


Tree=6001
num_leaves=33
num_cat=0
split_feature=3 5 5 3 22 21 21 17 17 0 2 3 1 21 3 21 9 18 3 3 0 3 2 3 20 9 9 17 9 0 1 4
split_gain=0.00430904 0.0072453 0.0322651 0.00378257 0.00355286 0.00309457 0.00722005 0.00312127 0.0100433 0.00725205 0.00265455 0.00460397 0.00666988 0.00428126 0.00722248 0.00829392 0.00354488 0.00610948 0.00525795 0.00670515 0.005114 0.00943735 0.00574658 0.00456025 0.0040181 0.0175489 0.00974816 0.0128187 0.00472033 0.00207425 0.00194083 0.00214589
threshold=0.08888500000000002 -0.095609999999999987 -0.11930499999999999 0.088475000000000012 0.078345000000000012 0.086925000000000016 0.089785000000000018 -0.14723999999999998 -0.12118 -0.08076499999999999 -0.0043799999999999993 0.098755000000000023 0.50644500000000015 -0.070074999999999985 0.10920500000000002 0.14093000000000003 0.08951000000000002 -0.091594999999999996 0.090295000000000028 0.089605000000000018 -0.082604999999999998 0.097595000000000029 -0.08569499999999998 0.089985000000000023 -0.010819999999999998 0.092150000000000024 0.092465000000000033 -0.041415 0.094085000000000016 -0.052884999999999995 0.039665000000000013 0.12205500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 30 4 5 7 -7 9 -9 -3 16 -12 13 -13 -15 -16 17 -2 19 -19 21 -20 -22 -18 25 -25 27 -26 -28 -27 -1 -32
right_child=10 3 -4 -5 -6 6 -8 8 -10 -11 11 12 -14 14 15 -17 23 18 20 -21 22 -23 -24 24 26 29 28 -29 -30 -31 31 -33
leaf_value=-0.00035382461450072004 0.0010721139287458463 0.00013723893267401181 0.002957667856016092 0.00072788817530692685 0.00067189042424352602 -0.0014987290408671357 0.00015991771687536024 0.0014634812246702071 -8.349212606377242e-06 -0.0013700696469221678 -0.00091997665213648769 -0.00082028101245824674 -0.00097593886943154779 0.0010029448963287098 0.00021094915226702959 -0.0012739658796962028 -0.00096912160530076457 0.00012712106514599573 0.0012243802666949729 -0.0014186627222985068 0.00057164793640171354 -4.4402733399417496e-05 -0.00065072913279605135 -0.0016331521985771069 -0.00042029061249230002 0.00010576248306754675 -0.00073447224614097675 0.0014475395362455346 2.173321570556628e-05 -0.00049206512032163446 0.0007410451493440165 -2.5768585361582253e-05
leaf_weight=65 69 81 48 75 72 46 58 49 714 51 89 48 76 80 178 47 58 64 108 48 61 123 100 80 56 301 99 101 459 71 62 82
leaf_count=65 69 81 48 75 72 46 58 49 714 51 89 48 76 80 178 47 58 64 108 48 61 123 100 80 56 301 99 101 459 71 62 82
internal_value=0 0.000152469 0.000630283 4.46004e-05 -2.48452e-06 -5.19076e-05 -0.000565843 6.89768e-06 8.50992e-05 -0.000438929 -6.84812e-05 -0.000267053 -0.000129689 5.01869e-05 0.000189863 -9.5595e-05 -1.08178e-05 0.000192993 7.10128e-05 -0.000528049 0.000244262 0.000545251 -0.000182508 -0.00010682 -6.32617e-05 -0.000295917 8.26705e-05 0.000776093 -0.000110965 -6.13846e-06 9.18466e-05 0.000298703
internal_weight=0 1403 257 1146 1071 999 104 895 763 132 2316 518 429 353 305 225 1798 573 504 112 392 231 161 1225 1167 452 715 157 558 372 209 144
internal_count=3719 1403 257 1146 1071 999 104 895 763 132 2316 518 429 353 305 225 1798 573 504 112 392 231 161 1225 1167 452 715 157 558 372 209 144
is_linear=0
shrinkage=0.0995203


Tree=6002
num_leaves=27
num_cat=0
split_feature=8 27 30 1 1 8 2 2 20 5 18 10 4 2 0 2 3 0 2 0 18 1 18 8 4 1
split_gain=0.00357805 0.00404665 0.00439662 0.00384943 0.0188764 0.00551496 0.0104758 0.00379627 0.00409827 0.00876783 0.00539818 0.00403376 0.00421547 0.00305751 0.00728953 0.00436285 0.00345462 0.00470576 0.00306444 0.00382532 0.00312443 0.00199156 0.00160985 0.00151116 0.00142851 0.000914015
threshold=-0.084674999999999986 0.10402500000000002 0.088655000000000025 -0.081744999999999998 -0.084204999999999988 -0.090440000000000006 -0.086304999999999993 0.12875500000000004 -0.083330000000000001 0.26676500000000009 0.0036600000000000005 0.09056500000000002 0.10606500000000003 -0.086304999999999993 -0.085684999999999997 -0.084804999999999992 0.085035000000000013 -0.092474999999999988 -0.080644999999999994 -0.087825 0.10435500000000002 -0.090104999999999991 0.086285000000000014 -0.098504999999999995 0.10876500000000001 -0.16272499999999998
decision_type=2 2 2 2 2 2 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 21 -7 8 9 10 -2 12 -10 14 23 -15 17 -17 19 -18 -20 22 25 -5 -4 -1
right_child=1 -3 24 13 -6 6 -8 -9 11 -11 -12 -13 -14 15 -16 16 18 -19 20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-9.6262787900984237e-05 -0.00021558354711525109 -0.00074710019893942288 0.00022333261006108089 0.00032997440836144478 0.0020001171453547305 -0.00035850682472267906 0.0014271929861696053 -0.00087332654593977853 -8.5251981956012163e-05 0.0014827975073962998 0.00078187993967573227 0.00081791014565285548 -0.0007368026517385989 -0.00094545448412528487 0.0014131922527234903 0.00024124338544704538 5.7380240119547201e-05 -0.00099454036121071881 8.7856210519516323e-05 0.0010306610864985227 -0.0006447501009802845 -0.00078849903807886083 -0.00047038535794535861 -0.00041712672093513991 0.0010225475001139632 0.00050346525910397854
leaf_weight=48 195 82 48 55 62 59 71 56 1681 51 74 46 105 50 51 52 96 71 376 71 68 47 56 52 47 49
leaf_count=48 195 82 48 55 62 59 71 56 1681 51 74 46 105 50 51 52 96 71 376 71 68 47 56 52 47 49
internal_value=0 -5.96126e-05 -3.47786e-05 0.000143854 0.000406115 0.000104155 0.000610463 -6.36378e-05 -4.21874e-05 0.00028576 5.57685e-05 -9.99176e-05 -0.000124015 3.38486e-05 0.00043374 -4.56975e-05 1.44786e-05 -0.00046544 0.00011243 0.000476072 -2.25011e-05 -0.000220853 -4.11268e-05 -2.54521e-05 0.000627351 0.000198253
internal_weight=0 2385 2303 1334 392 330 130 2208 2152 320 269 1832 1786 942 158 784 734 123 611 167 444 200 153 107 95 97
internal_count=3719 2385 2303 1334 392 330 130 2208 2152 320 269 1832 1786 942 158 784 734 123 611 167 444 200 153 107 95 97
is_linear=0
shrinkage=0.0995203


Tree=6003
num_leaves=33
num_cat=0
split_feature=3 0 0 0 17 2 3 17 26 17 26 0 0 1 8 8 26 3 17 17 8 3 0 8 3 8 2 20 17 20 3 20
split_gain=0.00305256 0.00474798 0.01939 0.00651874 0.00474854 0.00854342 0.00339177 0.0052667 0.00298417 0.0130054 0.00428648 0.00829662 0.00412517 0.00249325 0.00307052 0.00569897 0.00970081 0.0175281 0.0100826 0.00480326 0.00966747 0.00843891 0.00713443 0.00391844 0.00491821 0.0033027 0.0031047 0.00358019 0.00513866 0.00414386 0.00245609 0.00232779
threshold=0.08888500000000002 -0.088174999999999989 -0.089164999999999994 -0.087394999999999987 -0.093784999999999993 0.08814000000000001 0.086535000000000015 -0.0065549999999999992 0.089880000000000029 -0.0077549999999999997 0.089005000000000015 -0.086775000000000005 -0.085754999999999984 -0.50954999999999984 -0.076554999999999998 -0.067719999999999989 0.094605000000000022 0.095630000000000021 0.053575000000000012 0.51326500000000019 -0.081055000000000002 0.098000000000000018 -0.080074999999999993 -0.083804999999999991 0.092900000000000024 -0.49499500000000002 0.12875500000000004 -0.075115000000000001 -0.46515999999999996 -0.049534999999999996 0.084895000000000012 -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 2 2 2 2
left_child=1 2 4 -3 -1 6 30 -8 10 -10 11 -5 -13 -2 19 16 31 -18 -19 20 23 22 -22 25 -25 -15 27 28 -17 -29 -6 -16
right_child=13 3 -4 8 5 -7 7 -9 9 -11 -12 12 -14 14 15 26 17 18 -20 -21 21 -23 -24 24 -26 -27 -28 29 -30 -31 -32 -33
leaf_value=-0.00050806635781466629 0.00046634773473611124 -0.00104613914980226 0.0021582009396113678 0.0012390643321892624 0.00015695775554896415 0.0015844445467756083 -5.7910175672763702e-05 0.0013835399386878237 0.0013307120951202057 -0.0005889911673823793 -0.00094932570056700577 -0.0007111697334625188 4.1920953823407489e-05 -0.00061567986280407086 -0.00088159199032101631 0.0012125778455292836 -0.0017105749993955725 -0.00027349482862754293 0.0016855866880495288 -0.00074827478225250816 0.00023926664737463941 -0.00026207213005548442 0.0018028280887886574 -0.0010258157650301124 0.00015251296675868617 0.00014460984737569725 -0.0007965082201114895 -0.00078156989830513099 6.9510544188494306e-05 -5.8379133807392661e-05 -0.00055471323011676806 -0.0019146297688974487
leaf_weight=85 86 56 54 53 128 46 53 46 79 62 46 83 536 63 48 47 47 57 47 69 48 54 78 81 60 539 56 92 239 558 76 47
leaf_count=85 86 56 54 53 128 46 53 46 79 62 46 83 536 63 48 47 47 57 47 69 48 54 78 81 60 539 56 92 239 558 76 47
internal_value=0 0.000127868 0.000378582 -4.95197e-06 0.000155268 0.000319171 0.000124381 0.000603586 6.19722e-05 0.000480781 -1.91329e-05 4.33229e-05 -5.77364e-05 -5.80917e-05 -7.86838e-05 -0.000183363 -0.000612622 -0.000111018 0.000603988 5.11295e-05 0.000111777 0.000766409 0.00121368 -4.57131e-05 -0.000518594 6.36848e-05 -7.6089e-05 -3.21124e-05 0.00026022 -0.000161998 -0.000104162 -0.00140129
internal_weight=0 1403 488 915 434 349 303 99 859 141 718 672 619 2316 2230 1238 246 151 104 992 923 180 126 743 141 602 992 936 286 650 204 95
internal_count=3719 1403 488 915 434 349 303 99 859 141 718 672 619 2316 2230 1238 246 151 104 992 923 180 126 743 141 602 992 936 286 650 204 95
is_linear=0
shrinkage=0.0995203


Tree=6004
num_leaves=20
num_cat=0
split_feature=3 17 17 9 6 8 9 26 26 26 17 26 6 18 8 17 1 2 17
split_gain=0.00650376 0.0181324 0.0428728 0.00561714 0.00488716 0.0104848 0.00358478 0.00439641 0.00665168 0.00628639 0.00619759 0.00599003 0.00514593 0.00488773 0.00315647 0.00381034 0.00902255 0.00271817 0.00257315
threshold=0.084855000000000028 0.052150000000000009 0.12088500000000003 0.14805500000000002 0.085570000000000021 -0.085764999999999994 0.12188500000000002 0.090715000000000032 0.09032500000000003 0.091400000000000023 0.51326500000000019 0.089795000000000028 0.11884000000000002 -0.42248000000000002 -0.090134999999999993 -0.14384499999999997 -0.082195000000000004 -0.032624999999999994 -0.0064000000000000003
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 6 14 -6 7 8 11 -9 12 13 -11 -2 18 -16 -17 -18 -1
right_child=3 2 -4 -5 5 -7 -8 9 -10 10 -12 -13 -14 -15 15 16 17 -19 -20
leaf_value=0.00062884814113051981 0.0011239845296767358 -0.0036394811268373561 0.00031006189373726533 -0.00099035188847758251 -0.00054135341666178651 0.0011210260063998689 0.00078008451812112381 -0.0011451188062750195 0.0011894299718276699 -7.9219294581836045e-05 -0.0011714919456450687 -0.00090784383059631403 0.00099167984131658311 8.3963847269376778e-05 0.00020063541948308814 -0.001761105646868606 0.00024161852392511009 -0.00074937542667554661 -0.00031701807356263333
leaf_weight=55 46 50 59 53 66 86 64 59 55 807 49 59 47 1913 55 57 59 50 58
leaf_count=55 46 50 59 53 66 86 64 59 55 807 49 59 47 1913 55 57 59 50 58
internal_value=0 -0.000333689 -0.00149415 2.49093e-05 -7.17372e-05 0.000393818 4.25367e-05 2.67141e-05 0.000108539 -0.000148758 -8.2751e-05 7.86736e-05 -1.93236e-05 0.000108803 -0.000286057 -0.000505624 -0.000744556 -0.000205456 0.000136115
internal_weight=0 595 109 3152 486 152 3099 3035 2073 962 903 2018 854 1959 334 221 166 109 113
internal_count=3747 595 109 3152 486 152 3099 3035 2073 962 903 2018 854 1959 334 221 166 109 113
is_linear=0
shrinkage=0.0995203


Tree=6005
num_leaves=21
num_cat=0
split_feature=17 18 26 17 8 9 9 18 1 6 26 6 9 2 4 4 10 5 8 19
split_gain=0.0052594 0.0158567 0.0104426 0.00767269 0.0164842 0.00940836 0.00854196 0.00453158 0.00395806 0.0106566 0.00390111 0.00937134 0.00312165 0.016926 0.00917194 0.00515732 0.00400492 0.00676476 0.00368326 0.0027174
threshold=0.0041300000000000009 -0.095799999999999982 0.12598500000000004 0.066010000000000027 -0.089779999999999985 0.091750000000000012 0.093825000000000033 -0.063154999999999989 -0.076329999999999995 -0.0048649999999999995 0.090385000000000021 0.089810000000000015 0.11351500000000002 -0.049174999999999996 0.14699000000000004 0.13491500000000003 0.090150000000000022 0.62931500000000018 0.068430000000000019 0.11219500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 4 -3 10 -7 -8 -6 -10 11 -5 14 18 15 16 17 19 -14 -1
right_child=1 2 -4 5 8 6 7 -9 9 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=4.2770858586894647e-05 -0.0020027780851466998 -0.0023539899672478924 0.0012404993427869028 0.00031630520261531365 0.00028532379018936027 -0.0016455556191839805 0.00055516715299872802 -0.00055271926206572938 0.00010713513037544993 -0.0016045902837490095 0.0008124866482184434 -0.00089866813588815797 -0.0001928953522548961 -0.0019712959937762168 0.0013340578440285567 -0.00082859492827845875 -0.00076854380732117693 0.0010911542386990876 0.00093232349792244686 0.00075864943307161472
leaf_weight=2204 47 47 52 322 75 55 52 120 86 61 88 78 70 47 56 65 55 65 48 54
leaf_count=2204 47 47 52 322 75 55 52 120 86 61 88 78 70 47 56 65 55 65 48 54
internal_value=0 -0.000213685 -0.00013173 -0.000205078 -0.000658313 -3.34149e-05 -0.000563715 -0.000213017 -0.00029563 -0.000597604 0.000211584 7.73388e-05 4.62972e-05 -0.000372134 7.42523e-05 4.50391e-05 6.92632e-05 8.94517e-05 0.000257883 6.02536e-05
internal_weight=0 1083 1036 984 269 715 227 172 222 147 488 400 2664 165 2499 2443 2378 2323 118 2258
internal_count=3747 1083 1036 984 269 715 227 172 222 147 488 400 2664 165 2499 2443 2378 2323 118 2258
is_linear=0
shrinkage=0.0995203


Tree=6006
num_leaves=19
num_cat=0
split_feature=4 1 6 6 1 1 8 26 26 0 2 1 11 4 30 6 0 1
split_gain=0.00480357 0.00395461 0.00945157 0.00523595 0.0304585 0.0376547 0.00466056 0.00858278 0.0100026 0.0084663 0.00634403 0.00283663 0.00235806 0.00394579 0.00356562 0.00212496 0.00153246 0.00277361
threshold=0.15028500000000003 -0.07002499999999999 0.11816500000000002 0.085570000000000021 -0.093734999999999999 -0.081889999999999991 -0.074844999999999981 0.096155000000000018 0.09112000000000002 -0.071799999999999989 -0.078289999999999985 -0.06551499999999999 1.0000000180025095e-35 0.13954000000000003 0.10801000000000002 0.11989000000000002 -0.082404999999999992 -0.15528499999999998
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 16 -6 7 8 -5 10 -8 -3 13 14 15 -13 -1 -18
right_child=-2 11 -4 6 5 -7 9 -9 -10 -11 -12 12 -14 -15 -16 -17 17 -19
leaf_value=-0.00045456937608979412 -0.00083666707220485411 0.00079003966067632385 -0.0014269288178090163 0.00026462410999023782 -0.0031927823019585024 0.00042473763446641903 -0.0013336392908281421 0.0011121602846678558 -0.00071903694876747533 0.000434126612397494 0 7.1739339550469771e-05 0.00075591271758743671 -0.00081319148503867773 0.00092158833356090924 -0.00033679173787463793 2.9881850443718588e-05 0.00085932536262580642
leaf_weight=49 71 54 54 480 71 47 87 87 130 89 59 1820 47 52 47 135 322 46
leaf_count=49 71 54 54 480 71 47 87 87 130 89 59 1820 47 52 47 135 322 46
internal_value=0 -9.84945e-06 -0.000132913 -8.47229e-05 -0.000333104 -0.00174497 5.69781e-05 0.000186948 5.36494e-05 -0.000325023 -0.0007934 7.66293e-05 5.79035e-05 4.1533e-05 6.41426e-05 4.311e-05 6.44533e-05 0.000135787
internal_weight=0 3676 1521 1467 535 118 932 697 610 235 146 2155 2101 2054 2002 1955 417 368
internal_count=3747 3676 1521 1467 535 118 932 697 610 235 146 2155 2101 2054 2002 1955 417 368
is_linear=0
shrinkage=0.0995203


Tree=6007
num_leaves=24
num_cat=0
split_feature=20 20 26 9 17 17 1 1 17 0 0 10 10 0 5 5 21 5 4 17 18 18 18
split_gain=0.00427518 0.0050175 0.00441441 0.00457422 0.00442952 0.0219179 0.0601389 0.0118996 0.004582 0.00467396 0.00424746 0.00395022 0.00536653 0.00330862 0.00289591 0.0130793 0.00565663 0.00499681 0.00367287 0.0066717 0.00315463 0.00521228 0.0027448
threshold=-0.080934999999999993 -0.081564999999999985 -0.23202999999999999 0.11891000000000003 0.0041300000000000009 0.066010000000000027 -0.080844999999999986 -0.076329999999999995 0.11180000000000002 -0.085794999999999996 -0.074819999999999984 0.090150000000000022 0.082245000000000026 0.076335000000000014 -0.025879999999999997 -0.017704999999999995 0.10384500000000002 -0.06971999999999999 0.086380000000000026 0.048755000000000014 -0.018629999999999997 -0.082304999999999989 -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
left_child=1 14 -2 4 11 6 -6 -8 9 -7 -5 12 13 -4 17 -16 20 18 19 -1 21 -17 -10
right_child=2 -3 3 10 5 8 7 -9 22 -11 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0010743230268560823 -0.00085222708555941654 0.0011258128675479657 1.7019502360857632e-05 -9.2872976788331034e-05 -0.0042250686004108289 0.0013926185185609472 0.00094302497020533045 -0.00077260763380096031 0.00063938016973372094 7.9719690467681945e-05 0.0010986324953843254 -0.00083879779933779188 0.00084389881270133336 -0.00068053845446227864 0.0018667488486489635 -2.0252033438931832e-05 0.00080297402182531068 -0.0010327931173233448 -0.00048938943940928447 -0.00027123641754926969 0.00045033467464016647 -0.0011422870715805079 -0.00015732398497821912
leaf_weight=69 71 53 1754 53 48 46 55 145 47 68 64 54 76 70 46 159 84 50 76 76 70 56 457
leaf_count=69 71 53 1754 53 48 46 55 145 47 68 64 54 76 70 46 159 84 50 76 76 70 56 457
internal_value=0 0.00019105 -7.59885e-05 -5.69447e-05 -8.24954e-05 -0.000269853 -0.00106034 -0.000296715 4.60419e-05 0.000616667 0.000551894 1.21334e-07 2.43952e-05 -9.30202e-06 0.000117638 0.000283508 8.392e-05 -0.000133349 6.64411e-05 0.000363419 -0.000125139 -0.000316311 -8.14038e-05
internal_weight=0 739 3008 2937 2820 866 248 200 618 114 117 1954 1900 1824 686 415 369 271 221 145 285 215 504
internal_count=3747 739 3008 2937 2820 866 248 200 618 114 117 1954 1900 1824 686 415 369 271 221 145 285 215 504
is_linear=0
shrinkage=0.0995203


Tree=6008
num_leaves=25
num_cat=0
split_feature=20 20 20 1 26 0 20 20 8 9 26 9 21 8 17 8 20 8 3 17 20 3 3 17
split_gain=0.0150036 0.00675345 0.0362392 0.0523467 0.00603177 0.0168177 0.00568586 0.0134668 0.00337792 0.0040772 0.00969143 0.0050974 0.00334448 0.00746733 0.00885207 0.00664647 0.00602594 0.00427226 0.00298351 0.00382747 0.00481104 0.00152783 0.00151832 0.00135909
threshold=-0.41270499999999993 -0.080384999999999998 -0.08231999999999999 0.0043150000000000011 -0.126245 -0.060094999999999996 -0.084949999999999984 -0.083330000000000001 0.0012600000000000003 0.11351500000000002 0.081750000000000031 0.095950000000000021 0.094640000000000016 -0.046889999999999994 -0.067864999999999995 -0.012839999999999999 -0.0093149999999999986 -0.077259999999999995 0.11523000000000001 0.11180000000000002 -0.08793999999999999 0.096595000000000028 0.13902500000000004 -0.082354999999999998
decision_type=2 2 2 2 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 23 5 21 18 -8 12 10 11 -10 13 17 -15 16 -14 -6 19 20 -2 -3 -20 -4
right_child=1 4 3 -5 8 -7 7 -9 9 -11 -12 -13 15 14 -16 -17 -18 -19 22 -21 -22 -23 -24 -25
leaf_value=0.0018801524907125055 -0.00019004035379264952 -0.000494272977111049 0.00080251384180424863 0.0044836932773430899 9.8621204309339768e-05 0.0022136016434652081 0.0016352207918879432 -0.00039066294817694072 -8.595194973601469e-05 -0.0011046114375135158 0.00089623974891711838 -0.0012158437005732419 0.00027822326373220808 -9.5151946255518614e-05 0.0009739747118994752 -0.00098091411744467014 -0.00050626070773681438 -0.00029345764664384877 0.00078735465702192003 0.00042906034622152995 -0.0011596497386089041 0.00030846026410690587 -4.0088138744033679e-06 2.233651208580367e-05
leaf_weight=48 245 47 47 48 1388 47 65 64 103 53 65 66 256 126 191 86 156 343 46 67 65 46 46 46
leaf_count=48 245 47 47 48 1388 47 65 64 103 53 65 66 256 126 191 86 156 343 46 67 65 46 46 46
internal_value=0 0.00010804 0.000377419 0.00181277 4.08054e-05 0.000678555 3.76146e-05 0.000623785 9.00035e-06 -0.000314307 -0.000131808 -0.000532056 4.5767e-05 0.000102271 0.00054644 -0.00018496 -1.68274e-05 2.04573e-05 -0.000121868 -0.000247189 -0.000395986 -8.84197e-05 0.000382775 0.000425422
internal_weight=0 3712 739 141 2973 140 598 129 2833 287 234 169 2546 2048 317 498 412 1731 469 377 310 93 92 93
internal_count=3760 3712 739 141 2973 140 598 129 2833 287 234 169 2546 2048 317 498 412 1731 469 377 310 93 92 93
is_linear=0
shrinkage=0.0995203


Tree=6009
num_leaves=28
num_cat=0
split_feature=20 8 8 20 20 9 1 1 1 6 1 5 5 1 4 6 1 4 19 8 17 2 6 1 8 1 9
split_gain=0.0121643 0.00599734 0.0371068 0.00948334 0.0423185 0.00370701 0.0105293 0.00303588 0.0129379 0.0176265 0.00808359 0.00800405 0.0230069 0.00369336 0.0038907 0.00338537 0.00572797 0.00354195 0.00257453 0.0033889 0.00470348 0.00225933 0.00223282 0.00237213 0.0022059 0.00215027 0.00204575
threshold=-0.41270499999999993 -0.083504999999999982 -0.083944999999999992 -0.081424999999999984 -0.084474999999999995 0.083925000000000013 -0.0084199999999999987 -0.089819999999999997 -0.083284999999999984 0.089725000000000013 -0.081224999999999992 0.066815000000000027 0.043850000000000007 -0.079629999999999992 0.13707500000000003 0.099330000000000016 -0.50290499999999982 0.085990000000000025 0.10458500000000003 -0.088734999999999994 -0.021090000000000001 -0.081055000000000002 0.086420000000000011 -0.16272499999999998 -0.090274999999999994 -0.011964999999999998 0.088825000000000029
decision_type=2 2 2 2 2 2 2 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 25 -7 11 9 -9 -10 12 22 -12 -15 16 17 -13 19 24 -21 -20 23 -3 -5 -2 -18
right_child=1 7 -4 18 -6 6 -8 8 10 -11 13 15 -14 14 -16 -17 26 -19 21 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0016930393618287388 -4.0103256597482505e-05 0.00032803604584875375 0.0028148800377570679 4.5829559613784421e-05 0.0026967918783073431 0.001316894724298467 -0.00062581665171351417 3.5283432153604854e-05 0.0011717505543129756 -0.0023337989505739561 -0.00089435875570557921 -0.00038832734927247156 0.0026091200107389071 2.7476063073694951e-05 -0.00073739918678997001 0.00058543289066701962 -0.0013012519700338016 0.00072684538179273799 0.00093734032674165331 0.0002039850495256777 -0.00055296201184422595 0 0.00059242879802333338 -0.00057214483498114089 0.00063399736352096178 -0.0010164458346764696 -0.00042109928831847703
leaf_weight=48 47 56 54 616 75 54 56 67 57 57 48 54 47 1441 69 50 50 58 55 127 220 48 67 59 71 46 63
leaf_count=48 47 56 54 616 75 54 56 67 57 57 48 54 47 1441 69 50 50 58 55 127 220 48 67 59 71 46 63
internal_value=0 9.72662e-05 0.000253588 0.000155264 0.00067643 -6.59774e-05 0.000320436 -4.74824e-06 -6.74359e-05 -0.00104713 7.27825e-06 0.000209925 0.000645212 -3.4799e-05 -6.93308e-06 -0.000149574 -0.000316547 0.000181864 2.71175e-05 -1.93857e-05 -0.000273565 0.000501903 0.000133551 -0.000126677 0.000107807 -0.000531828 -0.000817792
internal_weight=0 3712 1469 1415 278 203 110 2243 1739 124 1615 504 229 1558 1510 275 225 112 1137 1034 347 103 182 115 687 93 113
internal_count=3760 3712 1469 1415 278 203 110 2243 1739 124 1615 504 229 1558 1510 275 225 112 1137 1034 347 103 182 115 687 93 113
is_linear=0
shrinkage=0.0995203


Tree=6010
num_leaves=16
num_cat=0
split_feature=21 3 3 1 1 1 1 21 3 3 3 3 0 10 27
split_gain=0.0114202 0.00605758 0.0537445 0.00616884 0.0100737 0.00599504 0.0141672 0.010327 0.0102048 0.0176366 0.00412427 0.00297946 0.00348662 0.00296529 0.00190816
threshold=-0.10962999999999999 0.092900000000000024 0.092510000000000023 -0.16272499999999998 -0.42149500000000001 -0.010395 -0.0088199999999999997 0.087885000000000019 0.091615000000000016 0.090995000000000006 0.093535000000000021 0.094045000000000031 -0.225295 0.090005000000000016 -0.032854999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 -7 -8 9 -5 -3 -12 -13 14 -14
right_child=1 10 -4 5 -6 6 7 -9 -10 -11 11 12 13 -15 -16
leaf_value=0.00132267519900584 0.00012183834847695066 -0.00088666754091099509 0.0034910998641814787 -8.8617426220059648e-05 0.00196562808587427 0.0018991629133761222 -0.00014373932159065223 0.00077037454916041765 -0.0013829561853408699 0.0016511605457043799 0.00073074237644429874 -0.0007025539505411167 0.00055964623722267565 -0.0007546643621594455 -1.2933654626363223e-05
leaf_weight=75 84 57 48 1069 46 52 348 188 55 61 50 77 60 52 1438
leaf_count=75 84 57 48 1069 46 52 348 188 55 61 50 77 60 52 1438
internal_value=0 8.12364e-05 0.000201617 0.000118215 0.000780554 6.91897e-05 0.000329193 0.000175355 -5.9134e-05 4.57541e-06 -5.37374e-05 -2.49385e-05 -4.86648e-05 -1.56531e-05 9.45366e-06
internal_weight=0 3685 1951 1903 130 1773 588 536 1185 1130 1734 1677 1627 1550 1498
internal_count=3760 3685 1951 1903 130 1773 588 536 1185 1130 1734 1677 1627 1550 1498
is_linear=0
shrinkage=0.0995203


Tree=6011
num_leaves=20
num_cat=0
split_feature=21 3 3 26 3 26 26 18 18 18 5 26 6 1 26 26 3 7 5
split_gain=0.00925862 0.00491864 0.0435753 0.0068679 0.00999588 0.0633711 0.0112414 0.00725291 0.0207805 0.0148278 0.00641501 0.00582876 0.00527268 0.00472564 0.00472254 0.0105148 0.00365988 0.00310409 0.00269978
threshold=-0.10962999999999999 0.092900000000000024 0.092510000000000023 0.08598500000000002 0.088535000000000016 0.083705000000000016 -0.126245 -0.015069999999999998 -0.026374999999999999 -0.011569999999999999 -0.010074999999999999 0.091765000000000027 0.089090000000000016 -0.090374999999999997 -0.236315 -0.15514999999999998 0.093535000000000021 -0.074779999999999999 -0.52356999999999998
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 6 10 -2 8 11 -9 -6 -5 -8 -11 -3 -16 -17 -18 -19
right_child=1 14 -4 7 5 -7 12 9 -10 13 -12 -13 -14 -15 15 16 17 18 -20
leaf_value=0.0011910421780593477 0.0015418198217149904 0.00075718827074291268 0.0031436651131649023 0.00013557506356992493 -0.00075858523311064091 0.0039479235387077849 -5.2907102905754888e-05 0.001807986109946544 -0.0021267224149456184 -0.00085799704881169578 0.00055498291441193504 -0.0009219488052002124 0.00096119964014068171 8.5970852651805679e-05 -0.0014358185382218531 -0.00082611983796870337 0.00073409873725255087 -0.00053604735931500136 1.1468856119606122e-06
leaf_weight=75 52 69 48 234 76 51 655 48 60 59 71 66 55 476 55 56 54 99 1401
leaf_count=75 52 69 48 234 76 51 655 48 60 59 71 66 55 476 55 56 54 99 1401
internal_value=0 7.31518e-05 0.000181636 0.000106493 0.000294063 0.000924725 0.000129116 -8.35898e-05 -0.000435354 0.000132219 -0.000118572 -9.43515e-05 2.44975e-05 -1.66002e-05 -4.84364e-05 -8.23144e-05 -3.55681e-05 -6.55297e-06 -3.37622e-05
internal_weight=0 3685 1951 1903 960 198 762 943 360 583 147 300 710 535 1734 1665 1610 1554 1500
internal_count=3760 3685 1951 1903 960 198 762 943 360 583 147 300 710 535 1734 1665 1610 1554 1500
is_linear=0
shrinkage=0.0995203


Tree=6012
num_leaves=23
num_cat=0
split_feature=7 1 1 5 17 17 5 5 1 1 1 4 1 8 18 4 8 18 17 0 0 1
split_gain=0.0137908 0.00417564 0.0289167 0.00615203 0.00957199 0.00660122 0.00501419 0.00734363 0.00597581 0.00501012 0.00621706 0.0046628 0.00449448 0.0184106 0.0149751 0.0050542 0.00415069 0.00384955 0.0034002 0.00257863 0.00619061 0.00537436
threshold=0.10671500000000002 -0.073844999999999994 -0.076894999999999991 -0.06515 -0.038314999999999995 -0.008069999999999999 -0.02504 -0.039649999999999998 -0.067015000000000005 -0.057259999999999998 -0.047889999999999995 0.10684000000000003 -0.084204999999999988 -0.085289999999999991 -0.020999999999999998 0.10724500000000002 -0.071594999999999992 -0.048605000000000002 -0.0044799999999999987 -0.069294999999999982 -0.060094999999999996 -0.025004999999999999
decision_type=2 2 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 17 -8 -10 -11 -12 15 -14 -15 18 -7 -3 -5 21 -21 -19
right_child=-2 6 -4 12 5 16 8 -9 9 10 11 -13 13 14 -16 -17 -18 19 -20 20 -22 -23
leaf_value=-0.001499056684188435 -0.001692532002355042 -0.00090887336210017378 0.0021399134143829444 -0.00012089574101245654 0.00091964941521510896 -7.7217598552987437e-05 -0.0011753677963605284 0.00098882080038287246 0.00077680662534407763 -0.0012907185072959025 -0.00025133350950674833 0.00067181273878648201 0.0023107739824387344 0.00084518800845303653 -0.0014410713199017305 0.00077941686290677187 -0.0010593319154832707 0.0011140872078558269 0.00044554113783515283 -0.0012632062148756472 1.4328341992481618e-05 2.1832248776761538e-05
leaf_weight=59 49 47 67 649 51 169 67 75 49 54 750 58 46 74 46 85 58 47 125 51 138 922
leaf_count=59 49 47 67 649 51 169 67 75 49 54 750 58 46 74 46 85 58 47 125 51 138 922
internal_value=0 -1.15545e-05 0.000121325 2.14245e-05 -0.000346742 -9.92407e-05 -9.60111e-05 3.30534e-05 -0.000265767 -0.000197971 -0.000254332 -0.000184055 0.000143269 0.000617773 -2.43897e-05 5.06191e-05 -0.000331761 -2.57549e-05 -2.83592e-05 9.38156e-06 -0.000326072 7.56554e-05
internal_weight=0 3687 1429 1362 337 278 2258 1280 978 911 862 808 1025 166 120 859 227 1205 774 1158 189 969
internal_count=3736 3687 1429 1362 337 278 2258 1280 978 911 862 808 1025 166 120 859 227 1205 774 1158 189 969
is_linear=0
shrinkage=0.0995203


Tree=6013
num_leaves=15
num_cat=0
split_feature=23 20 17 17 2 17 18 18 1 2 0 17 20 6
split_gain=0.0124597 0.0035418 0.0037947 0.0228158 0.0269229 0.00772706 0.00697926 0.00335542 0.00286286 0.00511506 0.00355076 0.00311091 0.00293304 0.00224355
threshold=-0.067739999999999995 -0.25378999999999996 -0.013125 -0.0077549999999999997 -0.08453999999999999 -0.0062099999999999994 -0.087529999999999983 -0.082304999999999989 -0.49056499999999997 0.097285000000000024 -0.01213 -0.56005499999999986 0.10634000000000003 0.094810000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 4 -4 -5 -7 -8 9 11 12 -3 13 -10
right_child=1 2 3 5 -6 6 7 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.0016070342532964721 -0.00072627614004030778 1.4943186860970319e-06 -0.00017005014497342539 -0.0011774024859397727 0.0023670914098170813 0.00091628580659965499 -0.00079296767096040106 1.2174579557177105e-05 -0.00018717557840623015 -0.00061031631428900852 -0.00076480651753706792 0.0010191563006722282 0.00058894783120511823 0.00017614090326029981
leaf_weight=49 67 52 75 54 91 84 53 1533 1220 46 87 75 57 193
leaf_count=49 67 52 75 54 91 84 53 1533 1220 46 87 75 57 193
internal_value=0 -9.23595e-06 3.80911e-06 0.000101512 0.00121586 -5.31137e-06 3.20984e-05 -1.4215e-05 -0.000102457 0.000279999 -0.000145478 0.000608922 -0.000108266 -0.000136971
internal_weight=0 3687 3620 1890 166 1724 1670 1586 1730 173 1557 127 1470 1413
internal_count=3736 3687 3620 1890 166 1724 1670 1586 1730 173 1557 127 1470 1413
is_linear=0
shrinkage=0.0995203


Tree=6014
num_leaves=24
num_cat=0
split_feature=4 11 8 8 4 1 1 4 4 0 0 4 1 2 9 2 8 26 5 20 8 5 1
split_gain=0.0120997 0.0137116 0.00378501 0.0161659 0.00619611 0.00373718 0.0139549 0.00387306 0.00414824 0.0050253 0.00749034 0.00350487 0.00334436 0.00885262 0.00329749 0.00373494 0.00367249 0.00324569 0.00320841 0.002531 0.00234531 0.00156975 0.00139245
threshold=0.14646500000000004 -1.0000000180025095e-35 -0.10337499999999999 -0.11257499999999999 0.13210500000000003 -0.083684999999999996 -0.084759999999999988 0.10423500000000002 0.10845500000000002 -0.1525 -0.093765000000000001 0.095805000000000015 -0.08113999999999999 -0.082794999999999994 0.098465000000000011 -0.086304999999999993 -0.083294999999999994 0.083235000000000017 -0.0031649999999999998 -0.050459999999999998 -0.085089999999999985 -0.076589999999999991 -0.080689999999999998
decision_type=2 2 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 17 6 14 11 -9 -10 -11 12 13 -7 15 20 -17 19 -14 -1 -4 -21 -19
right_child=1 -3 5 -5 -6 7 -8 8 9 10 -12 -13 18 -15 -16 16 -18 22 -20 21 -22 -23 -24
leaf_value=2.1848898238056917e-05 4.2977691171264514e-05 -0.002369902357279107 -0.00078471874733473685 0.001842395180999615 0.00093033177984855515 -0.0015113590674401497 0.0017586457263928769 0.00099451600020034015 -0.00078822199571273945 0.0011725554645331364 -0.0001600269327220915 -0.0008105107149727201 2.949057812066543e-06 2.7672101845845737e-05 0.00073985968794814392 0.00071612993354865041 1.0185146715214918e-05 0.00063264081069721993 -0.00027826837489204338 -0.0011873941997666501 -0.00012174544883532461 -0.00035443396445373473 -5.0282643417884555e-05
leaf_weight=61 46 46 66 57 62 60 50 58 54 64 118 76 1305 94 62 101 272 48 577 49 290 48 72
leaf_count=61 46 46 66 57 62 60 50 58 54 64 118 76 1305 94 62 101 272 48 577 49 290 48 72
internal_value=0 -0.00115456 8.4856e-07 0.000291137 2.86647e-05 -3.43919e-05 0.000145808 -9.77196e-05 0.000239659 5.06743e-05 0.000304076 -0.000145072 -0.00011983 -0.000566635 4.28233e-05 -1.53354e-05 0.000203534 -0.000169482 -8.28341e-05 -0.000467484 -0.000246956 -0.000783648 0.000216065
internal_weight=0 92 3644 397 340 3247 841 2406 294 236 182 2112 2036 154 791 729 373 278 1882 158 356 97 120
internal_count=3736 92 3644 397 340 3247 841 2406 294 236 182 2112 2036 154 791 729 373 278 1882 158 356 97 120
is_linear=0
shrinkage=0.0995203


Tree=6015
num_leaves=21
num_cat=0
split_feature=30 21 17 17 4 4 21 4 17 17 21 20 8 2 2 5 4 6 3 9
split_gain=0.0111327 0.00393764 0.00363621 0.0355492 0.00435243 0.00713125 0.00356299 0.00354852 0.00386349 0.00367381 0.00344202 0.00310533 0.00667364 0.00528969 0.00847917 0.00383905 0.00308739 0.00798646 0.00484983 0.00442394
threshold=-1.0000000180025095e-35 -0.015149999999999999 -0.0096999999999999986 -0.008069999999999999 0.10724500000000002 0.12061000000000001 -0.026109999999999998 0.10386500000000003 -0.56368999999999991 -0.54192999999999991 -0.070074999999999985 -0.085594999999999991 -0.0049949999999999994 -0.08237499999999999 -0.086554999999999993 -0.040404999999999996 0.10543500000000001 -0.011749999999999998 0.09049500000000002 0.085945000000000021
decision_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 -4 7 -6 10 8 -3 -10 16 12 -5 14 -13 -15 17 19 -19 -2
right_child=1 2 3 11 5 -7 -8 -9 9 -11 -12 13 -14 15 -16 -17 -18 18 -20 -21
leaf_value=-0.0015633119465481176 0.0012381090357744525 0.00079654950721379865 0.0024380670849757334 0.0014630820492885113 0.0010510214874749533 -0.00037959990557284457 -0.0010603710972816691 -0.00086577600477953718 -0.00075422619582273377 -7.7303750785502888e-05 0.0004726141573468009 0.00011563958005984802 -0.00014959137720657809 2.0880672323034975e-06 -0.00091068658003096961 0.00043314061899950328 -0.0010266551458936377 -8.6922592444098993e-05 -0.0011392470627434612 -8.663243890790654e-05
leaf_weight=46 47 47 64 46 83 58 52 61 85 1313 66 173 55 842 146 272 51 96 82 51
leaf_count=46 47 47 64 46 83 58 52 61 85 1313 66 173 55 842 146 272 51 96 82 51
internal_value=0 -5.19022e-06 3.26542e-05 0.000139778 -7.07858e-05 0.000456733 -0.000282997 -0.000120719 -8.86998e-05 -0.000119047 -0.000178055 4.33577e-05 0.000576789 5.1894e-06 -0.000351523 0.000108071 -0.000311886 -0.000176843 -0.0005763 0.00054035
internal_weight=0 3690 3245 1598 1647 141 445 1506 1445 1398 393 1534 101 1433 319 1114 327 276 178 98
internal_count=3736 3690 3245 1598 1647 141 445 1506 1445 1398 393 1534 101 1433 319 1114 327 276 178 98
is_linear=0
shrinkage=0.0995203


Tree=6016
num_leaves=25
num_cat=0
split_feature=28 5 5 2 3 21 5 1 1 5 3 3 3 18 3 5 18 18 17 2 0 18 2 5
split_gain=0.0179648 0.00442912 0.0098897 0.012607 0.00724017 0.00720594 0.00891582 0.00532225 0.0118222 0.00516663 0.00365057 0.00852693 0.00578069 0.0059585 0.00557328 0.0046835 0.00287146 0.00251199 0.00510887 0.0152346 0.00380109 0.00348829 0.00251134 0.00219439
threshold=0.083225000000000021 -0.021235 -0.0063549999999999995 -0.088764999999999997 0.083815000000000014 -0.015724999999999999 -0.012464999999999999 -0.081744999999999998 -0.082849999999999993 -0.0050400000000000002 0.08666500000000002 0.08844500000000001 0.085355000000000028 -0.097059999999999994 0.089305000000000009 0.0063000000000000009 -0.074709999999999985 0.11061000000000003 0.07134500000000002 -0.076524999999999996 -0.08317999999999999 0.10361000000000002 -0.086554999999999993 -0.082179999999999989
decision_type=2 2 2 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 -7 8 22 -4 12 15 13 -11 -13 -12 -9 21 19 -19 -20 23 -1 -18
right_child=-2 2 9 4 5 6 -8 16 -10 10 11 14 -14 -15 -16 -17 17 18 20 -21 -22 -23 -24 -25
leaf_value=0.00059901278783006161 -0.001679586557279014 -0.0018608737916577679 0.0010225015173287982 0.00068000276335417021 0.00045820530936819029 -0.0013379905242832161 -0.00026219240318585727 0.00057264254423802785 0.0018435141993265293 -0.00096681649512941697 0.00012857761258358555 -0.00096426893383865376 -0.0010989155219987216 0.00033517099767453644 -2.4509910575836158e-06 0.0014400184337570192 2.3455185283654882e-05 -0.00028021468292754664 0.00033147085513877668 0.0019535389322070016 -0.00073471269929936906 -0.00082476609813606036 -0.00026801198809617418 -0.00030775646226240035
leaf_weight=55 68 62 46 59 64 128 195 84 52 50 51 64 79 114 908 61 939 66 70 55 62 60 82 250
leaf_count=55 68 62 46 59 64 128 195 84 52 50 51 64 79 114 908 61 939 66 70 55 62 60 82 250
internal_value=0 -4.64489e-05 -0.000152988 -0.000528188 -0.000341091 -0.000498876 -0.000691049 6.59911e-05 0.000565246 -1.35704e-05 -5.01024e-05 2.73443e-05 -0.000398954 -5.6785e-05 -6.66228e-05 0.000850154 5.9798e-06 -2.51661e-05 0.000260011 0.000728363 -0.000163111 -8.35874e-05 7.40884e-05 -4.54971e-05
internal_weight=0 3656 1881 508 446 387 323 1775 189 1373 1327 1084 243 164 972 112 1586 1502 253 121 132 1249 137 1189
internal_count=3724 3656 1881 508 446 387 323 1775 189 1373 1327 1084 243 164 972 112 1586 1502 253 121 132 1249 137 1189
is_linear=0
shrinkage=0.0995203


Tree=6017
num_leaves=17
num_cat=0
split_feature=28 26 2 18 27 3 26 26 4 0 20 8 36 3 26 4
split_gain=0.0145663 0.00433839 0.0075053 0.00399169 0.0150124 0.00430647 0.0127494 0.0122752 0.00384347 0.00378658 0.00797653 0.00525974 0.0034995 0.00656826 0.0233412 0.00425165
threshold=0.083225000000000021 -0.23202999999999999 -0.053085 -0.0079049999999999988 1.0000000180025095e-35 0.090835000000000013 0.092300000000000021 0.090385000000000021 0.15221500000000004 -0.082885 -0.047859999999999993 -0.083294999999999994 0.086430000000000021 0.084895000000000012 0.086580000000000032 0.11860000000000002
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 7 -3 12 10 -7 -11 13 14 -5 -15
right_child=-2 3 -4 8 -6 9 -8 -9 -10 11 -12 -13 -14 15 -16 -17
leaf_value=3.2460716317811108e-05 -0.0015124337671224863 -0.00023338720308874381 -0.0016273517393864882 -3.4462846530912178e-05 -0.0016822860454369891 -0.00012173561232695005 -0.001839853104462491 0.001374000173802928 0.00091171398066671708 -0.00092093633869351878 0.0014445447010959258 9.3456020154862013e-05 -0.00061385511812244082 -5.3136638001216115e-05 0.0021908152783356514 0.00047579317419894711
leaf_weight=63 68 775 46 170 60 69 46 50 53 56 59 527 75 1374 64 169
leaf_count=63 68 775 46 170 60 69 46 50 53 56 59 527 75 1374 64 169
internal_value=0 -4.1804e-05 -0.000660501 -2.25606e-05 -0.000136454 -7.73079e-05 -0.000225957 -0.000134977 7.5179e-05 0.000103641 0.000593826 -2.57723e-06 5.07972e-05 7.93102e-05 0.000570662 4.26487e-06
internal_weight=0 3656 109 3547 1642 1582 871 825 1905 711 128 583 1852 1777 234 1543
internal_count=3724 3656 109 3547 1642 1582 871 825 1905 711 128 583 1852 1777 234 1543
is_linear=0
shrinkage=0.0995203


Tree=6018
num_leaves=19
num_cat=0
split_feature=8 18 8 8 2 9 20 26 2 1 4 7 4 5 18 1 1 1
split_gain=0.00794152 0.0471503 0.00463123 0.010434 0.00381844 0.0060481 0.00309876 0.0031204 0.00585543 0.00442621 0.0027195 0.00612445 0.00218686 0.00269388 0.00366978 0.00237062 0.00236861 0.00143844
threshold=-0.10833 -0.090104999999999991 -0.091600000000000001 -0.092545000000000002 -0.079844999999999985 0.085665000000000033 -0.40431 -0.23202999999999999 -0.082644999999999982 0.51334500000000016 0.13707500000000003 0.056805000000000015 0.13210500000000003 -0.084089999999999984 0.090285000000000018 0.26753500000000008 -0.084759999999999988 0.41291000000000005
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 -4 8 -8 10 11 -9 13 14 15 -3 -15 -14
right_child=2 12 6 -5 -6 -7 7 9 -10 -11 -12 -13 17 16 -16 -17 -18 -19
leaf_value=-0.0034763892912834634 0.00040546603295989794 0.00030474745197622019 -0.000821809865420933 0.0016555065017704422 0.00058058287473644989 -0.0010078971776827169 0.00011758215977662669 -3.9100181116971181e-05 -0.001346223967874666 0.00085677463671813571 -0.00073531061467597969 0.00090355962129876348 -0.00014709417311100287 -0.00026310156607193744 -0.0012501498911123891 -0.00067292067050944465 0.00064228128362654334 0.00056005337666278606
leaf_weight=46 60 48 50 52 86 59 57 2705 50 57 53 70 47 72 49 49 47 67
leaf_count=46 60 48 50 52 86 59 57 2705 50 57 53 70 47 72 49 49 47 67
internal_value=0 -0.000467015 -9.65015e-06 0.000395709 7.21568e-05 -0.000288398 -4.41656e-05 -3.08966e-05 -0.000558789 -1.10341e-05 -2.88148e-05 -1.50264e-05 -9.96004e-05 -0.000257957 -0.000545223 -0.000180687 8.76075e-05 0.000261329
internal_weight=0 425 3299 257 205 119 3042 2992 107 2885 2828 2775 379 265 146 97 119 114
internal_count=3724 425 3299 257 205 119 3042 2992 107 2885 2828 2775 379 265 146 97 119 114
is_linear=0
shrinkage=0.0995203


Tree=6019
num_leaves=14
num_cat=0
split_feature=28 30 20 3 3 1 3 9 9 30 26 3 8
split_gain=0.0113473 0.0035363 0.00268604 0.00254906 0.00558775 0.00521054 0.0166273 0.00524536 0.00603952 0.00264234 0.00241673 0.00181189 0.00126747
threshold=0.083225000000000021 0.11901000000000002 -0.25378999999999996 0.093245000000000022 0.094285000000000022 0.05340000000000001 0.089735000000000023 0.094010000000000024 0.092605000000000021 0.085345000000000018 0.15222000000000005 0.13640000000000005 -0.094139999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 12 8 -4 10 -6 -11 -7
right_child=-2 -3 3 4 9 6 -8 -9 -10 11 -12 -13 -14
leaf_value=-0.00065351363387269434 -0.0013299894471835575 -0.00081006658357988615 -3.0402337266026042e-05 0.00085806251107152639 -3.0328441669565828e-05 -0.00044389574920075409 -0.0022027722964719663 -0.00086361015361198664 0.0010294882851830899 0.00095874777052531643 0.00051161845668358595 0.00010389423346925325 0.00020247392240853071
leaf_weight=65 68 57 1667 88 1283 46 47 72 55 50 87 53 86
leaf_count=65 68 57 1667 88 1283 46 47 72 55 50 87 53 86
internal_value=0 -3.1968e-05 -1.94172e-05 -7.5228e-06 8.72454e-05 -8.29165e-05 -0.000595178 -3.13483e-05 2.97479e-06 4.06394e-05 3.48964e-06 0.00052682 -1.65745e-05
internal_weight=0 3656 3599 3534 1561 1973 179 1794 1722 1473 1370 103 132
internal_count=3724 3656 3599 3534 1561 1973 179 1794 1722 1473 1370 103 132
is_linear=0
shrinkage=0.0995203


Tree=6020
num_leaves=22
num_cat=0
split_feature=19 8 8 9 6 0 18 0 9 3 9 9 6 3 4 21 18 4 0 0 26
split_gain=0.0119483 0.00377411 0.0128861 0.00559826 0.00391587 0.00465796 0.012373 0.0197521 0.00506901 0.00439846 0.00529024 0.00449807 0.00349654 0.00379657 0.00397825 0.00363229 0.0022157 0.00503187 0.0074576 0.00469025 0.0021047
threshold=0.14023500000000003 -0.097249999999999989 -0.105475 -0.097994999999999999 -0.0093650000000000001 -0.084665000000000004 -0.011039999999999999 -0.085794999999999996 0.086965000000000028 0.091615000000000016 0.091750000000000012 0.096225000000000019 -0.012574999999999999 0.11896500000000003 0.12665500000000005 0.094920000000000018 -0.019539999999999998 0.11860000000000002 -0.095339999999999994 -0.12236 0.09414500000000002
decision_type=2 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 -3 12 6 7 -6 -8 10 -7 -11 13 15 -15 -5 -1 18 20 -19 -18
right_child=-2 3 -4 4 5 9 8 -9 -10 11 -12 -13 -14 14 -16 -17 17 19 -20 -21 -22
leaf_value=0.00054772067440413575 -0.0014982017433526069 -0.0011092083936472305 0.0015373929657533079 -0.00014211721483884047 -0.00040234335413849315 8.1943371014504056e-05 0.00032429078290167256 -0.0027255402012255924 -0.00066921411254066202 -0.00042449888197513674 0.001043668580951704 0.00011713012103914267 0.00077008324944067999 0.00073244765387289973 -0.00018043814734200838 0.00022933140206420473 -0.00020208073777739727 -0.00025187340520366192 -0.0011857982792029273 0.00090870492453153334 0.00057413908371800452
leaf_weight=80 52 46 69 655 153 594 200 48 68 357 63 261 78 156 66 433 102 57 69 84 52
leaf_count=80 52 46 69 655 153 594 200 48 68 357 63 261 78 156 66 433 102 57 69 84 52
internal_value=0 2.09488e-05 0.000271531 -1.92431e-05 -2.97324e-06 -0.000102502 -0.000370686 -0.00096121 6.91528e-05 -3.21078e-06 0.00017541 -0.000194428 0.000121494 8.22504e-05 0.000457362 4.95873e-06 7.29648e-05 -2.91282e-05 -0.000325458 0.000433729 5.47038e-05
internal_weight=0 3691 513 3178 3132 1744 469 201 268 1275 657 618 1388 1310 222 1088 444 364 223 141 154
internal_count=3743 3691 513 3178 3132 1744 469 201 268 1275 657 618 1388 1310 222 1088 444 364 223 141 154
is_linear=0
shrinkage=0.0995203


Tree=6021
num_leaves=23
num_cat=0
split_feature=19 3 3 17 17 9 2 26 6 6 6 6 1 3 20 22 21 21 2 21 4 4
split_gain=0.00968846 0.00301265 0.00971955 0.0292019 0.0225173 0.0058965 0.00368241 0.00488541 0.00465729 0.00461191 0.00881355 0.00548122 0.00387505 0.00672982 0.00349864 0.00340065 0.00339558 0.00694587 0.00559192 0.0048415 0.0036532 0.00215105
threshold=0.14023500000000003 0.086895000000000014 0.087975000000000012 -0.0082649999999999998 0.060860000000000011 0.08735500000000003 0.097285000000000024 0.083400000000000016 0.089525000000000021 0.087075000000000027 0.087765000000000024 0.085570000000000021 -0.0040349999999999995 0.084855000000000028 -0.009049999999999999 0.11884500000000002 0.096230000000000024 0.09865500000000002 -0.075429999999999983 0.093835000000000016 0.11905500000000004 0.084755000000000025
decision_type=2 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 7 12 9 11 -11 -9 13 21 -14 16 19 -18 -19 20 -4 -1
right_child=-2 2 15 4 -6 -7 -8 8 -10 10 -12 -13 14 -15 -16 -17 17 18 -20 -21 -22 -23
leaf_value=0.00047756807271972346 -0.0013491005121438731 0.0002312226340238111 -4.5022268550707581e-05 0.0036126389346910022 0.00053914838418102416 -0.0011275254665894354 -0.00095611971627017193 -0.00040999351820772455 0.00053731519733896506 -0.0017903265828370719 -0.00024771035470734883 0.00046434683644007722 -0.00089437344302103529 0.0014083769161153715 0.00016752725555641275 -0.00064031797013264864 0.0012636166801028312 -0.00024624265481384174 0.00042244483550405424 -0.00091612700665328782 0.00044780205268889233 -0.00024781782698556862
leaf_weight=86 52 91 1626 46 50 48 51 247 63 58 104 99 48 56 83 76 60 220 281 59 164 75
leaf_count=86 52 91 1626 46 50 48 51 247 63 58 104 99 48 56 83 76 60 220 281 59 164 75
internal_value=0 1.8864e-05 7.27406e-05 0.000684586 0.00202039 -0.000232096 -0.000131424 -8.47671e-05 -0.000264533 -0.000365586 -0.000805059 -0.000157455 0.000207841 0.000467068 -0.000215317 1.4574e-05 3.55659e-05 0.000250179 0.000127176 -2.91066e-05 0 0.000134571
internal_weight=0 3691 2721 235 96 139 970 919 571 508 162 346 348 217 131 2486 2410 561 501 1849 1790 161
internal_count=3743 3691 2721 235 96 139 970 919 571 508 162 346 348 217 131 2486 2410 561 501 1849 1790 161
is_linear=0
shrinkage=0.0995203


Tree=6022
num_leaves=24
num_cat=0
split_feature=19 9 18 9 9 6 3 3 3 1 3 18 26 21 21 9 18 18 3 26 21 6 3
split_gain=0.00792533 0.00273542 0.00267643 0.00265242 0.00914964 0.00508405 0.00416484 0.00815606 0.0175993 0.0055344 0.00380657 0.00638177 0.00407278 0.00304239 0.00439221 0.00237637 0.00236515 0.0102304 0.00447118 0.00443381 0.00378084 0.00424465 0.00138662
threshold=0.13950000000000004 0.11222500000000002 0.10307000000000002 0.094435000000000033 0.095415000000000014 -0.101065 0.086895000000000014 0.087975000000000012 0.087745000000000031 -0.0088199999999999997 0.097880000000000023 0.0020050000000000003 0.11699500000000003 -0.096850000000000006 -0.085574999999999998 0.12372500000000002 -0.011039999999999999 -0.026374999999999999 0.086130000000000026 0.08709500000000002 0.087365000000000012 0.084410000000000027 0.11275500000000002
decision_type=2 2 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 6 -5 -6 16 8 9 -8 12 -12 -7 -9 -15 22 17 18 -1 -19 21 -18 -3
right_child=-2 2 -4 4 5 10 7 13 -10 -11 11 -13 -14 14 -16 -17 20 19 -20 -21 -22 -23 -24
leaf_value=0.00016690937196773713 -0.0011751879764072615 0.00048179616125893307 -0.00022114535529139096 -0.0012339326738411182 -0.00081438979934856141 0.00010072037160528391 0.00052957897026715466 -0.00073010865438709067 0.0022465539245926733 -0.0007323540133937535 5.6773878892248666e-05 0.0012447314367323933 -0.00094350188303973434 0.00088708097504697214 3.2531519214383487e-05 9.8795212567716825e-05 0.000450769864786478 -0.0016420907239919436 -0.00089376350991405467 -0.00036326460671492875 -0.00070640967250960851 -0.0001706903281672439 0.0012325161148980922
leaf_weight=242 56 59 62 74 73 91 126 49 54 47 217 57 61 62 1620 79 197 67 47 48 65 241 49
leaf_count=242 56 59 62 74 73 91 126 49 54 47 217 57 61 62 1620 79 197 67 47 48 65 241 49
internal_value=0 1.76987e-05 0.000336272 -5.13612e-06 -0.000200805 -4.59552e-05 3.3712e-05 0.00011561 0.000676741 0.00018201 8.38033e-05 0.000306892 -0.000312957 4.1551e-05 6.45177e-05 0.000525462 -0.000142183 -0.000321511 -2.7551e-06 -0.00111544 2.21457e-07 0.000106956 0.000829981
internal_weight=0 3687 249 3438 573 499 2865 1958 227 173 426 274 152 1731 1682 187 907 404 289 115 503 438 108
internal_count=3743 3687 249 3438 573 499 2865 1958 227 173 426 274 152 1731 1682 187 907 404 289 115 503 438 108
is_linear=0
shrinkage=0.0995203


Tree=6023
num_leaves=20
num_cat=0
split_feature=17 6 8 8 2 1 17 4 17 21 2 17 17 2 18 21 8 17 3
split_gain=0.00592971 0.0147599 0.00345498 0.011371 0.00431427 0.00384673 0.00348093 0.00414803 0.00483744 0.00306861 0.00381639 0.00297719 0.002898 0.00278676 0.00183289 0.00291224 0.00310675 0.00391049 0.002401
threshold=0.51734000000000024 -0.031674999999999995 -0.10337499999999999 -0.11257499999999999 0.12875500000000004 0.0022300000000000006 0.070205000000000017 0.081905000000000019 0.2590050000000001 0.11816500000000002 0.10166000000000001 0.0036400000000000009 -0.060269999999999997 0.094050000000000022 0.10554500000000001 0.10068500000000002 -0.26194999999999996 -1.0000000180025095e-35 0.13345500000000002
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 14 5 9 11 8 -8 10 13 12 -7 -4 15 16 18 -18 -1
right_child=1 -3 4 -5 -6 6 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20
leaf_value=0.0001154579002673901 0.00029925513773864867 -0.0019107110265821126 -4.1645223837024428e-05 0.0016222686496914192 -0.00092170006634941036 0.00048011295663955011 -0.0013118259659335397 0.00051029613805246782 8.6823319345638656e-05 -0.00063467489777166788 0.0008549987401882779 0.0008685909841163775 2.6432775194791869e-05 -0.00076045782747253697 -0.00036598132855572476 0.00090147599609869419 -0.00020046929695515434 0.00098288722255679092 -0.00064408829748599441
leaf_weight=95 66 54 2119 55 51 232 50 46 46 90 46 77 360 55 70 49 47 64 71
leaf_count=95 66 54 2119 55 51 232 50 46 46 90 46 77 360 55 70 49 47 64 71
internal_value=0 -0.000688408 2.26632e-05 0.000280487 -1.37364e-05 8.38234e-07 0.000187565 -0.000256948 -0.000633113 -6.4364e-05 -4.08745e-05 0.00028314 0.000205609 -6.0207e-05 9.20606e-05 0.000192924 6.46294e-05 0.000474451 -0.000204477
internal_weight=0 120 3623 451 3172 3121 811 142 96 2310 2220 669 592 2174 396 326 277 111 166
internal_count=3743 120 3623 451 3172 3121 811 142 96 2310 2220 669 592 2174 396 326 277 111 166
is_linear=0
shrinkage=0.0995203


Tree=6024
num_leaves=26
num_cat=0
split_feature=10 1 0 1 5 8 8 26 26 5 9 1 20 3 3 3 8 8 1 18 9 17 11 0 5
split_gain=0.0260986 0.00356245 0.0061146 0.00420544 0.00446093 0.00412954 0.0247468 0.00337244 0.00738851 0.00791874 0.00612974 0.00373808 0.0051665 0.00421779 0.00314189 0.0031386 0.00263758 0.00723344 0.00622399 0.0144574 0.013799 0.00428256 0.00236534 0.00395989 0.00225152
threshold=0.09501500000000003 0.41291000000000005 -0.071799999999999989 -0.077429999999999985 0.55459000000000014 -0.099434999999999996 -0.11257499999999999 0.10264000000000002 0.12158000000000002 -0.061665000000000005 0.10407500000000001 0.056790000000000014 -0.022974999999999999 0.11426500000000002 0.11896500000000003 0.13640000000000005 -0.081864999999999993 -0.083504999999999982 -0.083284999999999984 0.088250000000000009 0.091200000000000017 0.10932500000000002 -0.084384999999999988 -0.1525 -0.11065499999999999
decision_type=2 2 2 2 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 22 4 16 6 14 11 9 -9 -10 13 -13 -7 24 -4 17 21 20 -20 -18 -1 -3 -24 -5
right_child=-2 2 15 5 -6 7 -8 8 10 -11 -12 12 -14 -15 -16 -17 18 -19 19 -21 -22 -23 23 -25 -26
leaf_value=-3.3556153077587088e-06 -0.0022319755636666608 2.1996483133910802e-05 0.000152284702485628 -0.00017720192611712956 -0.0006720528913958609 -0.00020044007690583481 -0.0025713078133565177 -0.0019911018785674951 0.00094093937644441352 -0.00030140821434261226 -0.00043374098162305585 -1.5507522476614147e-06 0.00086570656081792492 0.00044327148482085649 -0.00055332602352983057 -0.00094719749022310852 0.00035177503096360627 -0.00088271584447400489 0.0020415787924222915 0 -0.00099640960446670214 0.00084406886627232005 0.00037321479502029631 0.0014605278029597908 0.00074368743685992262
leaf_weight=483 55 52 56 46 77 1131 48 50 48 64 97 254 92 110 65 46 374 86 58 83 94 67 84 58 58
leaf_count=483 55 52 56 46 77 1131 48 50 48 64 97 254 92 110 65 46 374 86 58 83 94 67 84 58 58
internal_value=0 -4.73917e-05 0.000283103 -7.65336e-05 6.15864e-05 -0.00016544 -0.000577074 -0.000116608 -0.000450084 -0.00104968 1.56801e-05 -6.16686e-05 0.000226684 -0.000142723 -5.82017e-06 -0.000335535 0.000107618 -3.29901e-05 0.000255804 0.000836049 7.92365e-05 9.83877e-05 0.000612587 0.000823094 0.0003285
internal_weight=0 3681 296 3385 1322 2063 217 1846 259 114 145 1587 346 1241 169 102 1245 636 609 141 468 550 194 142 104
internal_count=3736 3681 296 3385 1322 2063 217 1846 259 114 145 1587 346 1241 169 102 1245 636 609 141 468 550 194 142 104
is_linear=0
shrinkage=0.0995203


Tree=6025
num_leaves=13
num_cat=0
split_feature=10 20 2 2 7 9 0 25 5 5 20 8
split_gain=0.0212076 0.00285366 0.00273525 0.0178765 0.00315694 0.00358704 0.00722133 0.00299335 0.00261062 0.00239076 0.00597087 0.00395894
threshold=0.096215000000000023 -0.40431 -0.10934999999999999 -0.13088999999999998 0.081185000000000021 0.095415000000000014 0.12387500000000003 0.096120000000000025 0.51935500000000012 -0.49053999999999998 -0.034144999999999995 0.10528000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 9 10 -4 -11
right_child=-2 2 7 -5 -6 -7 -8 -9 -10 11 -12 -13
leaf_value=-0.00077649460680137474 -0.0020877552273939511 0.00026723619823879979 -0.00021185328981416287 -0.00212611108877033 -0.00076242416418509807 0.00067631098364423286 -0.0011311107592911463 0.00073698709072875289 -0.00065138658575258251 -9.5639809492292889e-06 0.00078568624927786144 -0.00073316769928847972
leaf_weight=52 51 128 114 46 48 79 51 53 63 2852 122 77
leaf_count=52 51 128 114 46 48 79 51 53 63 2852 122 77
internal_value=0 -4.37688e-05 -3.30558e-05 -0.000296731 -1.90511e-05 0.000116078 -0.000126602 -4.51802e-06 -1.69463e-05 -4.05895e-06 0.000300355 -2.88662e-05
internal_weight=0 3685 3633 352 306 258 179 3281 3228 3165 236 2929
internal_count=3736 3685 3633 352 306 258 179 3281 3228 3165 236 2929
is_linear=0
shrinkage=0.0995203


Tree=6026
num_leaves=16
num_cat=0
split_feature=27 6 3 23 18 18 5 0 2 18 21 0 18 18 1
split_gain=0.0165503 0.00474226 0.00372998 0.00290189 0.00319614 0.00961728 0.0217879 0.00651154 0.0054492 0.00804023 0.004475 0.00420233 0.00997842 0.00482264 0.00310093
threshold=0.11410500000000003 0.15834000000000004 0.10871500000000002 -0.022119999999999997 -0.12363 -0.099739999999999995 0.17982000000000006 0.048265000000000009 -0.081559999999999994 -0.20826999999999998 0.11729000000000002 0.099665000000000017 0.086510000000000017 -0.095799999999999982 0.51136500000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 14 7 6 -6 8 9 -5 -10 13 -13 -7 -1
right_child=-2 2 -4 4 5 11 -8 -9 10 -11 -12 12 -14 -15 -16
leaf_value=0.0010546514800766932 -0.001615162221907973 -0.00013452156221686087 -0.0013730362980899035 -0.00011064510234128964 -0.0025600705845214887 0.00098670630976348435 9.5555709055476621e-05 0.0013290858458436332 -0.00072136936654482859 0.0015899012344706598 0.00023041584572475158 -0.0012311947343840177 0.00047720937568095735 -1.9334175483387927e-05 -1.2885498732124902e-05
leaf_weight=51 67 54 46 61 49 48 80 48 96 49 98 86 55 2794 54
leaf_count=51 67 54 46 61 49 48 80 48 96 49 98 86 55 2794 54
internal_value=0 -3.6289e-05 -0.000712425 -1.71149e-05 -3.29603e-05 -6.53196e-05 -0.000906825 0.000250799 7.78504e-05 0.000639429 -0.000236351 -2.86542e-05 -0.00055899 -2.05458e-06 0.000497836
internal_weight=0 3669 100 3569 3464 3112 129 352 304 110 194 2983 141 2842 105
internal_count=3736 3669 100 3569 3464 3112 129 352 304 110 194 2983 141 2842 105
is_linear=0
shrinkage=0.0995203


Tree=6027
num_leaves=17
num_cat=0
split_feature=10 6 3 1 8 8 0 24 4 26 21 5 21 8 8 4
split_gain=0.0176005 0.00370506 0.00401103 0.00287171 0.00480536 0.0169254 0.00451797 0.0042165 0.00390007 0.00584403 0.00469621 0.00508625 0.00368197 0.00362255 0.00248885 0.00469523
threshold=0.093790000000000026 0.15834000000000004 0.11339500000000001 0.41291000000000005 -0.10833 -0.1205 -0.093765000000000001 -0.067319999999999991 0.10739000000000003 -1.0000000180025095e-35 -0.015149999999999999 0.62404000000000015 -0.078089999999999993 -0.094139999999999988 -0.51030999999999993 0.078635000000000024
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 14 13 -8 10 -10 12 -12 -6 -5 -1 -16
right_child=-2 2 -4 6 8 -7 7 -9 9 -11 11 -13 -14 -15 15 -17
leaf_value=0.00051020969666932918 -0.0016948028686390138 -0.0011576443896727045 3.870417243451966e-05 4.4118789257492261e-05 -0.00016582778425345586 -0.0020496169259385162 0.00056224202799062405 -0.00054257105152517014 -4.186344523038866e-06 0.0013509405446388365 4.8305938097393337e-05 -0.00073911215158632205 -0.00092053464855584735 0.0010758305382600939 0.00038783022509360958 -0.00059690311378224944
leaf_weight=55 64 59 50 57 229 52 56 87 77 52 2427 84 91 89 74 133
leaf_count=55 64 59 50 57 229 52 56 87 77 52 2427 84 91 89 74 133
internal_value=0 -2.96494e-05 -0.000601351 -1.193e-05 -3.86956e-05 -0.000408881 0.000288458 -0.000104192 2.97478e-07 0.000535721 -2.3811e-05 2.16386e-05 -0.000383006 0.000678646 -8.0114e-05 -0.000240918
internal_weight=0 3672 109 3563 3274 314 289 143 2960 129 2831 2511 320 146 262 207
internal_count=3736 3672 109 3563 3274 314 289 143 2960 129 2831 2511 320 146 262 207
is_linear=0
shrinkage=0.0995203


Tree=6028
num_leaves=20
num_cat=0
split_feature=10 9 2 8 8 26 26 9 1 17 9 17 5 8 3 3 3 20 3
split_gain=0.00857206 0.00338152 0.00357462 0.00274852 0.00874668 0.00502378 0.0115154 0.00922769 0.00417087 0.00842636 0.013126 0.00424138 0.00331371 0.00350533 0.00307279 0.0119652 0.00950818 0.00549049 0.00348418
threshold=0.091870000000000021 0.13087500000000005 -0.046564999999999995 -0.068099999999999994 -0.069939999999999988 0.11746500000000003 0.12158000000000002 0.11296000000000002 -0.078509999999999983 0.053575000000000012 0.086315000000000017 -0.011809999999999999 0.5124350000000002 -0.072559999999999999 0.11426500000000002 0.11089500000000001 0.12015500000000003 -0.00059999999999999995 0.10807500000000002
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 8 14 -7 -8 9 11 -11 -1 13 -10 15 18 -16 -18 -5
right_child=-2 2 -4 5 -6 6 7 -9 12 10 -12 -13 -14 -15 16 -17 17 -19 -20
leaf_value=0.00026624587158088138 0.0011418741252372262 1.1193692701953055e-05 0.0011664544562492657 -5.59383817734069e-05 0.0014094485240810038 -0.0018791696464603817 0.00054834860641173586 -0.0012114466909863178 -3.9113279801686537e-05 0.0019515990068039867 6.3109529385593625e-05 -0.00025119120585050065 0.00077732454373551129 -0.00088189437384282642 0.0012617453174333056 -0.0015418557928247552 0.00050241091786586145 -0.00072129688913996908 0.00073756105908399678
leaf_weight=467 72 55 54 771 49 49 82 46 1279 67 82 235 47 51 72 53 69 76 59
leaf_count=467 72 55 54 771 49 49 82 46 1279 67 82 235 47 51 72 53 69 76 59
internal_value=0 4.46619e-05 0.000591035 2.76745e-05 9.33915e-05 -8.88635e-05 -0.000581025 -7.76825e-05 6.40803e-05 0.000237436 0.000917791 9.18636e-05 -4.24606e-05 -7.2046e-05 -8.92605e-06 -9.21073e-05 0.000325776 -0.000133335 0
internal_weight=0 3663 109 3554 2277 1277 177 128 2228 851 149 702 1377 1330 1100 883 217 145 830
internal_count=3735 3663 109 3554 2277 1277 177 128 2228 851 149 702 1377 1330 1100 883 217 145 830
is_linear=0
shrinkage=0.0995203


Tree=6029
num_leaves=10
num_cat=0
split_feature=20 21 29 12 8 8 29 8 18
split_gain=0.0042441 0.00386538 0.00492298 0.00349015 0.00238849 0.0198842 0.00412577 0.00438724 0.00395413
threshold=0.27003000000000005 0.16638500000000003 -0.11156000000000001 -0.087529999999999983 -0.091600000000000001 -0.092844999999999997 -0.085039999999999991 -0.090274999999999994 -0.089234999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 8 -6 -8 -5
right_child=-2 -3 3 4 6 -7 7 -9 -10
leaf_value=0.0010822869919799756 0.00090496304339135708 -0.00079673389599955449 -0.00080567842802409381 0.00086952304399877465 0.00086370838095462638 0.0019400908625762886 -0.00078864256566070956 2.0491851874112505e-05 -3.1246681283089776e-05
leaf_weight=46 58 53 47 53 56 61 68 2765 528
leaf_count=46 58 53 47 53 56 61 68 2765 528
internal_value=0 4.59678e-05 5.85179e-05 4.51272e-05 5.66839e-05 0.000230424 1.77916e-05 7.81367e-07 4.95144e-05
internal_weight=0 3677 3624 3578 3531 642 2889 2833 581
internal_count=3735 3677 3624 3578 3531 642 2889 2833 581
is_linear=0
shrinkage=0.0995203


Tree=6030
num_leaves=15
num_cat=0
split_feature=10 29 12 8 8 3 2 18 1 17 26 18 19 0
split_gain=0.00682916 0.00359324 0.00293549 0.0026688 0.0159508 0.00315014 0.00466307 0.00300137 0.00619958 0.00771238 0.0039444 0.0132995 0.00366019 0.00105588
threshold=0.09056500000000002 -0.11266 -0.087529999999999983 -0.091600000000000001 -0.092844999999999997 0.12212000000000002 -0.080744999999999997 0.11061000000000003 -0.077634999999999996 0.07134500000000002 0.11746500000000003 0.089365000000000014 0.13251500000000005 -0.063914999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 10 -9 -10 12 -12 -5 -7
right_child=-2 2 3 7 -6 13 -8 8 9 -11 11 -13 -14 -15
leaf_value=0.00087963058020380412 0.00093054406468166448 -0.00075140188054380222 0.0002759366409220181 -2.9118815646505887e-05 0.0017470127079469728 0.0002536801719448911 -0.00036159127899235166 -0.00042706417208066894 0.0011249041310637264 -2.8576766228430126e-05 5.6053664523943136e-05 -0.0019097673264850238 0.00085747172974021449 0.00088366583588463663
leaf_weight=49 86 48 211 2392 61 72 245 87 116 111 115 48 47 47
leaf_count=49 86 48 211 2392 61 72 245 87 116 111 115 48 47 47
internal_value=0 3.27322e-05 2.09775e-05 3.16456e-05 0.000216408 5.26064e-05 -6.47996e-05 -8.37155e-06 0.000281927 0.000557261 -4.37183e-05 -0.000517817 -1.16984e-05 0.000509378
internal_weight=0 3649 3600 3552 636 575 456 2916 314 227 2602 163 2439 119
internal_count=3735 3649 3600 3552 636 575 456 2916 314 227 2602 163 2439 119
is_linear=0
shrinkage=0.0995203


Tree=6031
num_leaves=12
num_cat=0
split_feature=10 29 6 17 17 5 17 17 9 1 21
split_gain=0.00554524 0.00290048 0.00329284 0.00293772 0.0108049 0.0074729 0.00296983 0.0035958 0.00469169 0.00188202 0.0030628
threshold=0.091870000000000021 -0.11266 -0.48214499999999999 0.052150000000000009 0.067035000000000025 -0.06971999999999999 0.043850000000000007 0.021725000000000005 0.11351500000000002 0.18123500000000006 -0.026109999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 7 8 -4 10 -6
right_child=-2 2 3 4 9 -7 -8 -9 -10 -11 -12
leaf_value=0.00079208963973433457 0.00091365795733319504 -0.00063142874596842382 1.0954866214173042e-05 0.001870484069155649 0.00083763629490186367 0.00016348776097707679 -0.00074588509136690271 0.00080342818748673406 -0.00064728687666654151 -0.0004485504318674727 4.6246491444568062e-05
leaf_weight=49 72 75 2491 60 53 46 54 54 112 65 604
leaf_count=49 72 75 2491 60 53 46 54 54 112 65 604
internal_value=0 3.10985e-05 2.05541e-05 3.46025e-05 0.000198742 0.00113744 -1.52275e-05 -6.96936e-08 -1.7053e-05 5.97948e-05 0.000111334
internal_weight=0 3663 3614 3539 828 106 2711 2657 2603 722 657
internal_count=3735 3663 3614 3539 828 106 2711 2657 2603 722 657
is_linear=0
shrinkage=0.0995203


Tree=6032
num_leaves=21
num_cat=0
split_feature=6 6 21 21 5 5 30 21 6 0 8 8 26 21 0 0 0 0 26 2
split_gain=0.00567719 0.00660512 0.00991066 0.0286882 0.00619946 0.022117 0.0048859 0.00435665 0.00404922 0.00477944 0.0100945 0.00832782 0.00678458 0.00368309 0.00403017 0.00295449 0.00486642 0.00210021 0.00200387 0.00163558
threshold=0.23663500000000004 -0.0072949999999999994 -0.082669999999999993 -0.085574999999999998 -0.092864999999999989 -0.10586999999999999 0.11146500000000002 -0.026109999999999998 -0.0048649999999999995 -0.082339999999999983 -0.081534999999999982 -0.083944999999999992 0.089485000000000023 -0.015149999999999999 -0.052884999999999995 -0.08176499999999999 -0.081094999999999987 -0.095339999999999994 0.083705000000000016 -0.079149999999999984
decision_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 18 5 17 7 -4 -6 10 11 -10 -12 -9 -15 -11 -17 19 -1 -3
right_child=-2 4 6 -5 8 -7 -8 13 9 15 12 -13 -14 14 -16 16 -18 -19 -20 -21
leaf_value=-0.00030212966079411668 -0.0010833784077457439 -3.4905091479242874e-05 0.00069303658832722945 -0.0027019682278176145 0.0010088729901164824 0.0025628459179153954 -0.00092109153105727787 -0.00092881509138900969 -0.00016085379138238703 0.00079438846306144773 -0.00035040741448063217 0.00096976707200508577 -0.0019546016581436314 3.6719168106788146e-05 -0.0004615542594555711 -0.00071160636507715703 0.0001973179468751889 -0.00046377889888042531 0.00060176312622422948 0.00075240556562127989
leaf_weight=48 47 52 82 55 46 47 61 46 372 74 64 78 46 1313 183 62 915 47 48 49
leaf_count=48 47 52 82 55 46 47 61 46 372 74 64 78 46 1313 183 62 915 47 48 49
internal_value=0 1.72933e-05 -0.00011622 -0.000888913 0.000150095 0.000681489 -4.64898e-05 -1.31343e-05 8.70652e-05 6.0236e-05 -0.000173843 3.33014e-05 -0.00102869 -5.12177e-05 -2.36855e-05 0.000185738 0.0001388 7.84997e-05 0.000141289 0.000338952
internal_weight=0 3688 1836 151 1852 195 1685 1624 1657 1611 560 450 110 1542 1496 1051 977 148 96 101
internal_count=3735 3688 1836 151 1852 195 1685 1624 1657 1611 560 450 110 1542 1496 1051 977 148 96 101
is_linear=0
shrinkage=0.0995203


Tree=6033
num_leaves=18
num_cat=0
split_feature=19 6 0 0 1 26 0 20 20 26 29 0 4 3 6 26 1
split_gain=0.00736347 0.00475628 0.00367806 0.00817064 0.0150891 0.00842659 0.00571433 0.0065178 0.00564884 0.00451322 0.00381158 0.00278682 0.00526665 0.00498341 0.0021035 0.00519219 0.0024577
threshold=0.14107000000000006 0.23663500000000004 -0.142265 -0.093765000000000001 -0.031409999999999993 -0.019129999999999998 -0.15137999999999999 -0.0022699999999999999 -0.012970000000000001 -0.100565 -0.096654999999999991 -0.15758999999999998 0.08544000000000003 0.10850000000000003 0.11642500000000001 0.096980000000000025 -0.085184999999999997
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 -4 9 11 -8 -7 -6 -5 12 -1 -14 16 -16 -12
right_child=-2 -3 3 10 5 8 7 -9 -10 -11 14 -13 13 -15 15 -17 -18
leaf_value=-0.00097187650787317775 -0.0012482857004639074 -0.0009755603896335111 0.0017481747978758066 -0.00089881422533736764 0.00022128304615106877 -0.00039090475813773415 -1.0984673144745924e-05 -0.0015576569457354022 0.00043486425935058422 0.001529125654661907 0.00014197637029099105 0.00065417773684639286 0.00057736597003822849 -0.00035743784759623354 0.00081601060319395609 -0.00029517445251542725 -7.4244120581167273e-05
leaf_weight=61 46 47 74 46 48 192 51 60 143 62 748 50 104 123 100 70 1710
leaf_count=61 46 47 74 46 48 192 51 60 143 62 748 50 104 123 100 70 1710
internal_value=0 1.86381e-05 3.1693e-05 6.93947e-05 0.000430755 0.000209838 -0.000234594 -0.000854399 -3.59686e-05 0.000965873 -4.35954e-07 -2.86265e-05 -0.000150011 6.72361e-05 1.49776e-05 0.000353648 -8.11249e-06
internal_weight=0 3689 3642 3193 519 445 449 111 335 110 2674 338 288 227 2628 170 2458
internal_count=3735 3689 3642 3193 519 445 449 111 335 110 2674 338 288 227 2628 170 2458
is_linear=0
shrinkage=0.0995203


Tree=6034
num_leaves=20
num_cat=0
split_feature=21 0 3 29 5 5 3 2 26 2 0 17 4 6 3 4 6 6 17
split_gain=0.00440852 0.0137986 0.00498422 0.00421738 0.00388128 0.00924704 0.018031 0.00462366 0.00485516 0.00446672 0.00258578 0.00290645 0.00678118 0.00238316 0.00226328 0.00566831 0.00454067 0.00550331 0.00223463
threshold=-0.032929999999999994 -0.077945 -0.15154999999999999 -0.10671499999999999 -0.091229999999999992 -0.10123 0.087745000000000031 -0.081734999999999988 -0.019129999999999998 -0.13535499999999998 -0.14731999999999998 -0.55286000000000002 0.10252500000000002 -0.086254999999999984 0.10726500000000001 0.085065000000000016 -0.007045 -0.011749999999999998 -0.54604999999999992
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 -2 -4 5 7 -7 9 -9 -5 13 12 -12 -6 15 16 17 -1 -13
right_child=2 -3 3 4 10 6 -8 8 -10 -11 11 18 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00041095904985806859 -0.00091767405211693235 -0.0018093016947942294 -0.00078549935435727903 0.00011845718461118317 -0.00087083243147228811 -0.0001238909792657308 0.0019933343110728014 0.00049597120592188794 -0.00024597969299619717 0.0011981910188303753 0.0012802290192900792 -0.00066400485200746571 -0.00031448924254694129 0 0.00034660183433586861 -0.0012292711838046652 0.00073547255482312509 -0.00089024229819876556 2.2309096359238201e-05
leaf_weight=56 53 53 58 98 62 78 80 115 360 64 57 48 48 65 90 46 58 74 2172
leaf_count=56 53 53 58 98 62 78 80 115 360 64 57 48 48 65 90 46 58 74 2172
internal_value=0 -0.000319983 3.89152e-05 5.45031e-05 6.97599e-05 0.000260879 0.000942941 9.04172e-05 -6.4626e-05 0.000550072 7.4603e-06 3.1674e-05 0.000543419 -0.000429376 -7.3833e-05 -0.000239037 0 -0.000323428 7.10111e-06
internal_weight=0 377 3358 3305 3247 795 158 637 475 162 2452 2325 105 127 324 234 188 130 2220
internal_count=3735 377 3358 3305 3247 795 158 637 475 162 2452 2325 105 127 324 234 188 130 2220
is_linear=0
shrinkage=0.0995203


Tree=6035
num_leaves=16
num_cat=0
split_feature=19 6 8 8 1 0 0 0 8 21 1 5 2 17 17
split_gain=0.00571122 0.00375314 0.00352697 0.00875609 0.00445304 0.00355208 0.00642418 0.00499474 0.00299126 0.00182734 0.00101338 0.00554884 0.0017779 0.00137989 0.00377705
threshold=0.14107000000000006 0.23663500000000004 -0.09602999999999999 -0.105475 0.51613500000000012 -0.14680499999999999 -0.15137999999999999 -0.11524 -0.092984999999999998 0.090285000000000018 0.0065600000000000007 -0.27157999999999999 0.41639000000000009 -0.092649999999999996 -0.0069749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 6 9 -7 -9 -4 13 12 -12 -1 -15
right_child=-2 -3 4 -5 -6 7 -8 8 -10 -11 11 -13 -14 14 -16
leaf_value=0.00028840408206149722 -0.0010996398171818991 -0.00086697489460505969 -0.00027145183485145042 0.0011536585543115451 -0.00084096242140737872 0.00077713072765879911 -0.0011993129066270934 -0.00063642077807376141 3.1952964747190475e-05 0.00033300193139248167 0.00018930061239586708 0.0011804363714447979 -0.00054080908051547835 -0.00076950724659316213 0.00017717686146118301
leaf_weight=79 46 47 151 91 63 88 65 68 2597 73 100 48 49 71 99
leaf_count=79 46 47 151 91 63 88 65 68 2597 73 100 48 49 71 99
internal_value=0 1.6127e-05 2.77482e-05 0.000263317 -1.2729e-05 4.15472e-06 -0.000327458 3.92636e-05 1.45916e-05 -7.08101e-05 7.98193e-05 0.000249195 -4.53085e-05 -5.0897e-05 -0.000213388
internal_weight=0 3689 3642 537 3105 3042 289 2753 2665 224 446 197 149 249 170
internal_count=3735 3689 3642 537 3105 3042 289 2753 2665 224 446 197 149 249 170
is_linear=0
shrinkage=0.0995203


Tree=6036
num_leaves=16
num_cat=0
split_feature=23 28 9 1 9 9 0 4 4 17 18 8 6 26 6
split_gain=0.0233355 0.00774232 0.00409917 0.00343979 0.00381691 0.00916583 0.00359641 0.00347855 0.00548021 0.00332865 0.00483162 0.00351196 0.0031073 0.00306858 0.00241084
threshold=-0.068264999999999978 0.080375000000000016 0.11351500000000002 -0.083684999999999996 0.083715000000000026 0.084115000000000009 -0.08317999999999999 0.14646500000000004 0.13279000000000005 0.021725000000000005 0.091725000000000015 -0.064125000000000001 -0.0048649999999999995 0.08425500000000001 0.089315000000000019
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 8 12 10 11 -4 -5 14 -2
right_child=1 -3 9 7 5 6 -8 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.002228018697182311 -0.0001306772991141409 0.00099046858453591749 -0.00019958807436185326 -4.0571179071636163e-05 0.0015343622416922316 -0.00024849721979270604 0.00030096791374320054 -0.00095649683463373543 0.00067535532864678696 0.00096519210124855416 -0.00073025484840031057 0.00088276446164224339 -0.00028259166457900251 -0.00067757069051586558 0.00066516278192819164
leaf_weight=47 208 76 47 1468 51 166 399 48 87 68 46 76 827 85 46
leaf_count=47 208 76 47 1468 51 166 399 48 87 68 46 76 827 85 46
internal_value=0 -3.37478e-06 -2.44545e-05 -5.2681e-05 0.000106903 0.000255013 0.000138083 -0.000115735 -9.84491e-05 0.000375241 0.000133021 0.000462527 -0.00012814 -0.000159814 1.02284e-05
internal_weight=0 3698 3622 3385 955 616 565 2430 2382 237 169 123 2295 339 254
internal_count=3745 3698 3622 3385 955 616 565 2430 2382 237 169 123 2295 339 254
is_linear=0
shrinkage=0.0995203


Tree=6037
num_leaves=16
num_cat=0
split_feature=24 26 26 17 18 18 20 20 18 18 8 9 17 9 8
split_gain=0.0119642 0.00607416 0.0106172 0.00318266 0.0037897 0.0163787 0.00605039 0.00509301 0.00370157 0.00293308 0.0118669 0.00356872 0.00316764 0.00282631 0.00228572
threshold=-0.070599999999999996 -0.15866 -0.23202999999999999 -0.55286000000000002 -0.098315 -0.110495 -0.08323499999999999 -0.073314999999999991 -0.037059999999999989 -0.092864999999999989 -0.080724999999999991 0.11351500000000002 0.021725000000000005 0.08888500000000002 0.24614500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 8 5 6 -5 -8 -3 10 -6 13 -13 -11 -2
right_child=1 3 -4 4 9 -7 7 -9 -10 11 -12 12 -14 -15 -16
leaf_value=0.0015830770516157898 0.000517735446002499 0.00092720105060266746 0.0015464209619146946 0.00095272112917548825 -0.0004996759468636941 -0.0017942654582138423 -0.00091292973414443615 2.3366181841834169e-05 -0.00010358034134549566 1.8710800016517119e-05 0.0016742436284430482 0.00011147258107227876 0.0010481153653767704 -0.00019492753565801383 -0.0003710633727326125
leaf_weight=48 48 73 68 50 52 64 79 206 63 1777 47 113 54 932 71
leaf_count=48 48 73 68 50 52 64 79 206 63 1777 47 113 54 932 71
internal_value=0 1.46945e-06 0.000554345 -2.77525e-05 -4.69981e-05 -0.000335054 -5.38349e-05 -0.000233296 0.000443688 -8.08957e-06 0.000524118 -2.66943e-05 0.000419241 -5.44868e-05 -5.67701e-06
internal_weight=0 3697 187 3510 3374 399 335 285 136 2975 99 2876 167 2709 119
internal_count=3745 3697 187 3510 3374 399 335 285 136 2975 99 2876 167 2709 119
is_linear=0
shrinkage=0.0995203


Tree=6038
num_leaves=16
num_cat=0
split_feature=23 26 3 8 18 17 3 8 20 8 8 3 8 4 4
split_gain=0.0172112 0.00523688 0.0117936 0.00289995 0.00831647 0.00284622 0.00611753 0.00281776 0.00505069 0.00269887 0.00455262 0.00267762 0.00232058 0.00212028 0.00344151
threshold=-0.068264999999999978 -0.15866 0.091865000000000016 -0.087129999999999999 -0.09404499999999999 -0.55286000000000002 0.10457000000000002 -0.088144999999999987 -0.0093149999999999986 -0.086254999999999984 -0.085764999999999994 0.087170000000000011 0.24853500000000003 0.14699000000000004 0.13062500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -5 13 -9 -7 -11 -12 -4 14 -6
right_child=1 3 12 5 7 9 -8 8 -10 10 11 -13 -14 -15 -16
leaf_value=0.0019123307863656723 0.0017659694553786372 -0.0013212682945512248 -0.00031724644514904906 0.0013527612784104584 -6.3085135431819496e-05 0.00054041658811071513 -0.00010959003269493332 -0.0013431830158035234 0 -0.00092112956860386302 0.00020281461548203586 -5.5678953658378515e-05 0.00054829508201667781 -0.00068705206858427211 0.00067248573738518677
leaf_weight=47 53 59 82 49 724 89 65 48 66 54 515 1729 49 47 69
leaf_count=47 53 59 82 49 724 89 65 48 66 54 515 1729 49 47 69
internal_value=0 -3.9919e-06 0.000513308 -3.13117e-05 -0.000173473 2.59417e-05 0.000511784 -0.00010163 -0.000566424 2.3955e-06 -1.80855e-05 3.28075e-06 2.56758e-07 -3.75757e-05 0
internal_weight=0 3698 184 3514 1013 2501 114 954 114 2387 2298 2244 131 840 793
internal_count=3745 3698 184 3514 1013 2501 114 954 114 2387 2298 2244 131 840 793
is_linear=0
shrinkage=0.0995203


Tree=6039
num_leaves=17
num_cat=0
split_feature=23 28 9 9 0 6 1 2 0 4 4 9 9 6 1 18
split_gain=0.0139566 0.0059771 0.00258531 0.00306468 0.00562153 0.00418116 0.00232101 0.00466455 0.00810129 0.00378556 0.00406293 0.00320291 0.00740626 0.00347806 0.00293111 0.00289186
threshold=-0.068264999999999978 0.080375000000000016 0.11351500000000002 0.11741500000000002 -0.057604999999999996 -0.09007999999999998 -0.083684999999999996 -0.11700999999999999 -0.13417999999999999 0.14646500000000004 0.11240500000000002 0.083715000000000026 0.084115000000000009 0.087455000000000019 -0.49056499999999997 -0.097059999999999994
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 -5 11 8 -8 10 -9 13 -13 15 -14 -2
right_child=1 -3 3 4 -6 -7 7 9 -10 -11 -12 12 14 -15 -16 -17
leaf_value=0.0017220153964074586 -0.00054271551974946009 0.00086956948321697028 0.00095568562657966712 0.0011630010360745033 -0.00068838760101077277 -1.8425091816007037e-07 0.00029837713400290172 -9.0694044665718575e-05 -0.0013893080086222424 -0.00095012470453181429 0.00035714420842647269 0.0013722171381652902 0.00064135638714479836 -0.00082517458766815256 1.7088756489778382e-05 0.000187573083136612
leaf_weight=47 73 76 54 52 60 71 46 2045 70 47 222 51 89 63 476 203
leaf_count=47 73 76 54 52 60 71 46 2045 70 47 222 51 89 63 476 203
internal_value=0 -3.61933e-06 -2.21674e-05 0.00029514 9.57513e-05 0.000484914 -4.46254e-05 -9.64467e-05 -0.000712997 -6.51855e-05 -4.64776e-05 8.63768e-05 0.000222135 -0.000157897 0.000116874 -2.61698e-06
internal_weight=0 3698 3622 237 183 123 3385 2430 116 2314 2267 955 616 339 565 276
internal_count=3745 3698 3622 237 183 123 3385 2430 116 2314 2267 955 616 339 565 276
is_linear=0
shrinkage=0.0995203


Tree=6040
num_leaves=17
num_cat=0
split_feature=28 13 1 1 5 2 21 21 20 21 19 9 9 1 9 17
split_gain=0.0075629 0.00354414 0.00279373 0.0178122 0.0145863 0.0175943 0.00262787 0.00431482 0.00342178 0.00326221 0.00302049 0.00204567 0.0106727 0.00485329 0.00375607 0.00301196
threshold=0.083225000000000021 0.089365000000000014 -0.080500000000000002 -0.079434999999999992 -0.084089999999999984 -0.082084999999999991 -0.015149999999999999 -0.026109999999999998 -0.0078249999999999986 -0.0050399999999999993 0.13612500000000002 0.091690000000000021 0.092855000000000021 -0.083284999999999984 0.098465000000000011 -0.0044799999999999987
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 -1 7 8 -5 -8 -11 13 -13 15 -14 -6
right_child=-2 -3 3 6 11 -7 9 -9 -10 10 -12 12 14 -15 -16 -17
leaf_value=-0.00021620285095716555 0.0010550991714062972 0.00087150953824331973 0.0018238846534764999 3.3976979203108349e-05 -9.8872476925479508e-05 -0.0026178606273444312 0.00084717615461869734 -0.0010532125748533351 -0.00080782370350093681 1.9154996735893013e-05 0.00081949858291462314 0.0015220237000878596 -0.00053921506869500238 -0.00085673284445855996 0.00040973364645990282 0.00041546883450834025
leaf_weight=81 69 46 55 318 636 49 51 53 56 1878 48 51 94 73 73 137
leaf_count=81 69 46 55 318 636 49 51 53 56 1878 48 51 94 73 73 137
internal_value=0 3.25434e-06 -7.45498e-06 5.29533e-05 -0.000132549 -0.00112774 1.20965e-05 -0.000211367 -8.98793e-05 6.07751e-05 3.95263e-05 -1.0187e-05 0.000260769 -8.09754e-05 -0.000119503 -6.65592e-06
internal_weight=0 3699 3653 2459 1194 130 2404 427 374 1977 1926 1064 218 846 167 773
internal_count=3768 3699 3653 2459 1194 130 2404 427 374 1977 1926 1064 218 846 167 773
is_linear=0
shrinkage=0.0995203


Tree=6041
num_leaves=28
num_cat=0
split_feature=9 9 26 9 26 26 26 9 9 0 18 0 5 21 18 6 0 1 18 1 23 21 21 17 0 11 4
split_gain=0.00576062 0.0347049 0.0668162 0.00352361 0.00769157 0.0201795 0.00548643 0.00780066 0.00445024 0.00340388 0.0069291 0.00480698 0.0030237 0.00263512 0.00258258 0.00677941 0.00407721 0.0031109 0.0136518 0.00655778 0.00203641 0.00246352 0.0058682 0.00799015 0.0034993 0.00424853 0.00409969
threshold=0.083955000000000016 0.083235000000000017 0.083885000000000029 0.08938500000000002 0.09112000000000002 0.092385000000000023 0.089880000000000029 0.088610000000000008 0.089855000000000032 -0.081534999999999982 -0.092084999999999986 -0.082494999999999999 0.63223000000000018 -0.091104999999999992 -0.10387 -0.040424999999999996 -0.062294999999999996 -0.083284999999999984 -0.021369999999999997 -0.080349999999999991 -0.065019999999999981 0.087235000000000021 0.090095000000000022 -0.05543 -0.13417999999999999 -0.08577499999999999 0.08544000000000003
decision_type=2 2 2 2 2 2 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 4 6 -6 7 9 -5 11 -11 -2 14 -1 15 16 -10 18 -16 -19 -15 24 -23 -24 26 -26 -22
right_child=3 2 -4 8 5 -7 -8 -9 12 10 -12 -13 -14 20 17 -17 -18 19 -20 -21 21 22 23 -25 25 -27 -28
leaf_value=-0.00068229844520547396 -8.093962036357917e-05 0.0047849676466942227 4.6241603504341363e-05 0.00084919990048009774 -0.0025384197453988456 2.1149406647603256e-05 0.00075226360070339369 -0.001119207676709174 -0.00038924550207246361 -0.00069329717512048631 0.00074438865099809301 -0.00093386968925294458 -0.00075947418835816175 -0.00054873650371424444 -0.0014802565929229656 0.0013241764505803255 0.00072005905604996426 0.001139874001824715 0.00030532927086423443 -1.9314588822139645e-05 0 -0.0010842145777735812 0.00063440234359628906 -0.00035706426676037647 -0.0008095372260249102 0.00015970564502456087 0.00087047585706903977
leaf_weight=51 597 46 83 64 48 82 69 78 92 46 116 74 50 53 71 53 51 51 104 907 88 53 135 199 52 321 134
leaf_count=51 597 46 83 64 48 82 69 78 92 46 116 74 50 53 71 53 51 51 104 907 88 53 135 199 52 321 134
internal_value=0 0.000199051 0.00174237 -6.41331e-05 -0.000197559 -0.000917626 -0.000101205 -0.000166746 3.7935e-05 -7.65769e-05 0.000331104 -0.000176224 0 1.4975e-05 2.88677e-05 0.000362724 6.5605e-07 -2.81643e-05 -0.000414431 4.15414e-05 5.01244e-05 8.32795e-05 -0.000110788 4.12273e-05 0.000210881 2.23885e-05 0.000523894
internal_weight=0 1215 129 2553 1110 130 980 911 1443 833 162 671 1379 1086 1329 196 143 1133 175 958 1035 982 387 334 595 373 222
internal_count=3768 1215 129 2553 1110 130 980 911 1443 833 162 671 1379 1086 1329 196 143 1133 175 958 1035 982 387 334 595 373 222
is_linear=0
shrinkage=0.0995203


Tree=6042
num_leaves=21
num_cat=0
split_feature=3 0 0 3 0 0 3 2 0 3 2 0 3 0 17 4 8 29 3 0
split_gain=0.00727386 0.0200843 0.00287077 0.0181796 0.016151 0.0028936 0.00254327 0.0102491 0.00741139 0.00715631 0.00466701 0.00257606 0.00243785 0.00473545 0.00193217 0.00226515 0.00210713 0.00192665 0.0017782 0.00170194
threshold=0.082130000000000022 -0.10942499999999999 -0.083514999999999992 0.08511500000000001 -0.084084999999999993 -0.082794999999999994 0.085035000000000013 -0.086554999999999993 -0.087184999999999999 0.085505000000000012 -0.082234999999999989 -0.086855000000000002 0.085965000000000028 -0.082224999999999993 -0.0064000000000000003 0.12631500000000004 -0.080835000000000004 0.097185000000000021 0.08920500000000002 -0.084894999999999984
decision_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 6 -5 7 11 10 -8 -9 -2 -7 -14 16 -16 -3 19 -15 -11
right_child=2 14 3 5 -6 12 9 8 -10 17 -12 -13 13 18 15 -17 -18 -19 -20 -21
leaf_value=0.0020383690098148455 -3.451733400834277e-06 0.00087420025165957534 0.0017142543621521485 -0.00064039665729268772 -0.0016165545594865808 -0.00063751496737733768 0.0012256407627305899 0.00047017020981731256 -0.0014627374573996574 -8.7953100484365772e-05 -0.00085232016877399234 0.00101615320027278 0.00089997722611614907 0.00030610755625834057 -0.00069641113435074122 0.00015221584209916886 -2.1242274569546618e-05 0.00059416247518605649 -2.1436423437907878e-05 0.00042581305874060297
leaf_weight=65 46 46 64 66 68 52 46 52 82 1210 53 49 63 187 54 71 56 46 1325 67
leaf_count=65 46 46 64 66 68 52 46 52 82 1210 53 49 63 187 54 71 56 46 1325 67
internal_value=0 0.000495612 -2.14307e-05 6.77372e-05 -0.000113046 5.01075e-06 -5.06247e-05 -0.000322822 -0.000752239 4.84726e-06 -0.000189576 0.000513833 3.16952e-05 5.43095e-05 5.02474e-05 -0.000207842 0.000374559 -3.69804e-05 1.85319e-05 -6.03564e-05
internal_weight=0 292 3476 1757 1719 1693 1651 282 187 1369 105 95 1627 1575 227 125 102 1323 1512 1277
internal_count=3768 292 3476 1757 1719 1693 1651 282 187 1369 105 95 1627 1575 227 125 102 1323 1512 1277
is_linear=0
shrinkage=0.0995203


Tree=6043
num_leaves=24
num_cat=0
split_feature=3 0 17 17 0 0 17 9 9 2 0 17 1 3 17 3 21 18 6 18 3 17 4
split_gain=0.00600518 0.0219132 0.00229877 0.0138665 0.00365662 0.0262887 0.00816161 0.00559146 0.0257613 0.00978954 0.0051811 0.00289732 0.00945445 0.00767746 0.00632688 0.00477229 0.00256614 0.00651782 0.00566058 0.00552539 0.00372766 0.00204019 0.0010067
threshold=0.07728500000000002 -0.095339999999999994 0.061900000000000018 0.070205000000000017 -0.083885000000000001 -0.083390000000000006 0.053575000000000012 0.11408000000000003 0.10706000000000003 -0.057419999999999999 -0.084759999999999988 -0.05543 0.007210000000000002 0.10850000000000003 -0.023964999999999997 0.084685000000000024 -0.015724999999999999 -0.083039999999999989 0.11816500000000002 -0.014825 0.095135000000000011 -0.0064000000000000003 0.13300500000000004
decision_type=2 2 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 10 -6 7 8 -7 -9 11 12 13 -2 -13 -16 19 -18 20 -5 -19 -3 -23
right_child=2 21 3 16 5 6 -8 9 -10 -11 -12 14 -14 -15 15 -17 17 18 -20 -21 -22 22 -24
leaf_value=0.0023764849872515642 0.00015097500518833538 0.00034522631934658153 -0.0016893334190812082 -0.0013096105442719258 0.0023140981656931741 -2.6167078564065679e-05 0.0013288281437722762 0.00012072698364055618 0.0022588801405826375 -0.0017600496047495942 -0.00084279405701585667 -0.0010860794880865946 0.0014452103567334877 -0.0011470733160943451 -0.00068442833162811066 4.1388385892613712e-05 0.0010504673222637639 -0.00022890414483201697 -0.000997777094633324 0.00013113289110133983 0.00030379229322407192 -0.00065423925978414519 0
leaf_weight=49 392 88 55 47 53 1155 48 64 51 47 85 67 50 51 106 575 56 266 59 58 254 46 46
leaf_count=49 392 88 55 47 53 1155 48 64 51 47 85 67 50 51 106 575 56 266 59 58 254 46 46
internal_value=0 0.000510594 -1.51476e-05 -0.000164311 2.77701e-05 0.000139093 5.40425e-05 6.95938e-06 6.97856e-05 -0.000668263 -9.06591e-05 -3.84834e-05 0.000147955 0 -0.000162458 -7.03854e-05 -4.98586e-05 2.42731e-05 -7.3565e-05 -0.000505975 2.97233e-05 0 -0.00032502
internal_weight=0 229 3539 795 2744 1418 1365 1317 1206 111 1326 1241 493 443 748 681 740 635 579 105 520 180 92
internal_count=3768 229 3539 795 2744 1418 1365 1317 1206 111 1326 1241 493 443 748 681 740 635 579 105 520 180 92
is_linear=0
shrinkage=0.0995203


Tree=6044
num_leaves=31
num_cat=0
split_feature=3 2 6 17 3 9 17 26 1 9 9 26 18 20 9 1 9 9 5 2 2 17 6 3 26 26 26 4 4 3
split_gain=0.00493899 0.0037767 0.0115771 0.00409404 0.00739552 0.0140875 0.00523053 0.00415248 0.00472161 0.00405931 0.0125021 0.00880432 0.00403521 0.00431903 0.0037951 0.00292684 0.00281654 0.00452133 0.0096666 0.00792581 0.0170227 0.00360295 0.00548849 0.00253499 0.00294887 0.00645056 0.00427529 0.00168328 0.00154246 0.000955753
threshold=0.11492500000000001 0.092170000000000016 -0.087825 -0.14169499999999999 0.085505000000000012 0.083875000000000019 -0.092649999999999996 0.089365000000000014 -0.088694999999999982 0.095415000000000014 0.08951000000000002 0.09032500000000003 -0.091109999999999983 -0.042414999999999994 0.098720000000000016 -0.01538 -0.020035000000000001 0.11408000000000003 -0.067559999999999995 0.0066850000000000008 0.14685000000000001 -0.42946499999999999 -0.070864999999999997 0.11125500000000002 0.089485000000000023 0.09112000000000002 0.088775000000000021 0.13554500000000005 0.11805500000000003 0.13085500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -1 7 8 -5 10 15 -12 -4 -14 -11 -6 27 19 -19 21 -21 22 -18 24 26 -26 -8 28 -2 -23
right_child=16 2 12 6 9 -7 23 -9 -10 14 11 -13 13 -15 -16 -17 17 18 -20 20 -22 29 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-8.1187794988948743e-05 -1.2600559214198695e-05 -0.0013827816713724076 -0.00060153891732091984 0.0015713751180290692 -8.2304279029920632e-05 -0.0023708553181914964 -0.00011476978694647731 -0.00018029825206858713 0.00020886570775104654 0.00091706105593997633 -0.0021577132362576223 -0.00034296262671584051 -0.00035063852849094601 0.000855999437149301 -0.0001842539099858453 0.0007636628405893681 -0.0001296199782072887 -0.0012433362696662033 0.00053129985113385583 0.0024679485265893019 0.00011523492227935063 0 0.0013482076932160643 0.00060949586884238513 0.00075858562393908723 -3.8896441572760014e-05 -0.00092229077202633336 0.00025806055749931901 -0.00069421032609801264 -0.00060247100463710801
leaf_weight=65 80 90 72 53 167 46 1229 50 51 61 50 59 50 69 61 53 51 50 77 55 70 53 47 56 120 608 69 82 59 47
leaf_count=65 80 90 72 53 167 46 1229 50 51 61 50 59 50 69 61 53 51 50 77 55 70 53 47 56 120 608 69 82 59 47
internal_value=0 -0.000103802 -0.000452127 -6.85273e-05 -0.000308688 -0.00103743 -7.79888e-06 0.00055143 0.000911093 -0.000127513 -0.000310668 -0.00118293 -9.31294e-06 0.00034213 0.000359694 0.000117776 0.000193922 0.000337213 -0.00016093 0.000535611 0.00115698 0.000139199 0.000570781 -4.95567e-05 -6.81775e-05 9.14322e-05 -0.000158327 -9.41426e-05 -0.000307806 -0.000275565
internal_weight=0 3079 281 2798 562 111 2236 154 104 451 329 109 191 119 122 220 671 450 127 323 125 198 98 2082 2026 728 1298 221 139 100
internal_count=3750 3079 281 2798 562 111 2236 154 104 451 329 109 191 119 122 220 671 450 127 323 125 198 98 2082 2026 728 1298 221 139 100
is_linear=0
shrinkage=0.0995203


Tree=6045
num_leaves=22
num_cat=0
split_feature=4 0 20 17 2 2 17 26 2 6 9 2 26 23 0 2 0 0 21 0 20
split_gain=0.00306496 0.00288009 0.0102704 0.00371655 0.00326604 0.00712842 0.0088459 0.00357917 0.00709398 0.00516326 0.0141193 0.00640761 0.00486753 0.00306444 0.00280499 0.00974655 0.00907806 0.00279837 0.00580898 0.00294099 0.00262725
threshold=0.14727500000000002 -0.19126499999999999 -0.042414999999999994 0.011640000000000003 -0.083974999999999994 -0.084869999999999987 -0.040099999999999997 0.089150000000000021 -0.090919999999999987 0.08866000000000003 0.084985000000000019 -0.085599999999999996 0.092955000000000024 -0.062489999999999997 -0.13752999999999999 0.13896000000000006 -0.14909499999999998 -0.087825 0.096230000000000024 -0.083039999999999989 -0.08267999999999999
decision_type=2 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 5 7 -7 9 12 11 -11 -3 -9 -6 15 16 -15 18 -16 -19 -1
right_child=-2 4 3 -5 13 6 -8 8 -10 10 -12 -13 -14 14 17 -17 -18 19 -20 -21 -22
leaf_value=-0.00064282281157263953 0.00053073067924716165 -0.00015152471376661251 0.00070333406499814945 -0.00045997755697783015 -0.00076264763605743749 0.00010732317021860576 -0.00168030619875808 0.000638812596850402 0.0011925289676110557 -0.0019627720858537384 2.5072126481480413e-05 0.00099395105183254983 -0.00057704368646119167 -0.0010737801831529465 -0.00038410670770210389 0.0015593881860087048 0.00064647671041883053 0.00037730343041206759 0.00032283887908190952 1.8634446390087317e-05 -0.0017458578897617451
leaf_weight=46 89 675 65 46 47 46 65 53 60 56 94 52 84 51 391 53 75 280 162 1214 46
leaf_count=46 89 675 65 46 47 46 65 53 60 56 94 52 84 51 391 53 75 280 162 1214 46
internal_value=0 -5.96217e-05 -0.000424336 0.000213866 -3.79746e-05 -0.000172035 -0.000932112 -9.27167e-05 0.000289021 -0.0001794 -0.000711599 -6.84664e-05 -0.0001007 3.15557e-05 4.86924e-05 0.000426651 -4.33209e-05 1.52418e-05 -0.000175528 8.64028e-05 -0.00120324
internal_weight=0 3661 203 111 3458 1185 111 1074 197 877 150 727 137 2273 2226 179 126 2047 553 1494 92
internal_count=3750 3661 203 111 3458 1185 111 1074 197 877 150 727 137 2273 2226 179 126 2047 553 1494 92
is_linear=0
shrinkage=0.0995203


Tree=6046
num_leaves=35
num_cat=0
split_feature=3 8 8 4 4 3 17 3 3 3 6 3 5 6 21 26 8 3 17 3 18 6 8 6 5 5 3 5 18 18 3 3 8 1
split_gain=0.00367108 0.00322699 0.0098892 0.00337292 0.00585146 0.00564471 0.00321536 0.00653715 0.012119 0.00424785 0.00940122 0.00486557 0.00323496 0.00473485 0.00303687 0.00286178 0.00932869 0.00583328 0.0046114 0.00443382 0.00442193 0.00284156 0.0046784 0.00705722 0.00392281 0.00868766 0.00515544 0.00280984 0.00278602 0.00221045 0.00712743 0.00355123 0.00284005 0.00118957
threshold=0.11492500000000001 -0.073644999999999988 -0.064125000000000001 0.10575500000000003 0.12868000000000004 0.13775000000000004 -0.14169499999999999 0.085505000000000012 0.083255000000000023 0.10871500000000002 0.10737000000000003 0.087235000000000021 -0.0083599999999999994 0.11816500000000002 0.11228000000000003 0.089725000000000013 -0.076554999999999998 0.085355000000000028 -0.087770000000000001 0.086605000000000029 -0.019539999999999998 -0.094449999999999992 -0.087635000000000005 -0.104035 -0.041054999999999994 -0.051389999999999998 0.087625000000000022 -0.14822499999999997 -0.10872 0.10085500000000001 0.11926500000000002 0.13345500000000002 -0.26194999999999996 0.031740000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 29 -3 5 -5 33 7 8 -1 10 11 -9 14 15 21 17 20 18 -14 -19 -17 22 27 -24 25 -23 -26 -8 -13 30 -2 -32 -33 -4
right_child=1 2 3 4 -6 -7 12 9 -10 -11 -12 28 13 -15 -16 16 -18 19 -20 -21 -22 24 23 -25 26 -27 -28 -29 -30 -31 31 32 -34 -35
leaf_value=-7.316522326551905e-05 -0.0012669632702083367 0.0014868431902942813 -0.0002737311878963449 0.0012351779269570648 -9.6321010816946299e-05 0.0005549150180836302 -0.00030646422237042269 0.00077437350495717749 -0.0021339495941076121 -0.0007687747911678778 0.0013413770708638184 -0.00076071038862463036 0.0014764278675310338 -0.00079505876713935092 0.00060118454921189281 0.0018818490998787384 -0.00041672463342172766 -0.00087413301583970317 0.00021374368447094888 5.7090508407250527e-05 0.00050112085342248977 -1.3378069088347354e-05 -0.00026762249762600309 -0.0013795720687362475 5.5990164482382559e-05 0.0012580012534143014 -0.00059158536508294429 0.00061243039393635041 -0.00011388201226258729 0.00049281084635873114 0.00063876683820896256 -0.00062609582614338083 0.00027437279885031825 -0.0010020649646270878
leaf_weight=67 49 65 47 59 71 62 68 47 50 86 46 95 46 48 58 48 55 62 81 270 48 789 202 80 229 57 255 63 229 58 71 78 61 50
leaf_count=67 49 65 47 59 71 62 68 47 50 86 46 95 46 48 58 48 55 62 81 270 48 789 202 80 229 57 255 63 229 58 71 78 61 50
internal_value=0 0.000169707 0.000376551 0.000123999 0.000501678 -0.000179647 -8.6953e-05 -0.000289676 -0.00096084 -0.000131933 0 -0.000166984 -3.55066e-05 0.000152835 -0.000104772 0.000228766 0.000605714 0.000102976 0.00067754 -0.000114347 0.00120001 -0.000128733 -0.000357144 -0.000585972 -5.71903e-05 7.13147e-05 -0.0002835 0.000129198 -0.000306065 -5.86979e-05 -0.000185363 6.3113e-05 -0.000225037 -0.000657601
internal_weight=0 671 354 289 130 159 3079 620 117 503 417 371 2459 658 1801 610 151 459 127 332 96 1743 413 282 1330 846 484 131 324 317 259 210 139 97
internal_count=3750 671 354 289 130 159 3079 620 117 503 417 371 2459 658 1801 610 151 459 127 332 96 1743 413 282 1330 846 484 131 324 317 259 210 139 97
is_linear=0
shrinkage=0.0995203


Tree=6047
num_leaves=19
num_cat=0
split_feature=3 3 6 17 2 2 6 5 17 17 18 18 8 17 8 1 1 1
split_gain=0.00304707 0.00315332 0.00827975 0.008027 0.00523995 0.00845965 0.00532222 0.00433009 0.00343073 0.00300431 0.00385297 0.00461657 0.00495237 0.00991852 0.00615579 0.00575246 0.00396458 0.003891
threshold=0.11125500000000002 0.10871500000000002 0.18123500000000006 -0.56655999999999984 0.092170000000000016 0.097745000000000012 -0.03764 0.41276000000000007 -0.16207999999999997 0.23832000000000006 0.10085500000000001 0.014860000000000003 -0.073644999999999988 -0.46515999999999996 -0.079585000000000003 0.061835000000000008 -0.049499999999999995 0.41897000000000012
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 -7 8 -5 10 11 12 14 -14 15 -2 -12 -15
right_child=9 -3 -4 4 5 6 -8 -9 -10 -11 16 -13 13 17 -16 -17 -18 -19
leaf_value=-0.0012094861045987156 0.00076132601642710576 -0.00067538161758418991 0.0011897159510597919 -0.00038312959941766943 -0.0016174971324570959 0.00046288242167002856 -0.00071109873246159958 0.00088342396000975847 -1.9204984159905258e-06 0.00070947759494958376 4.3894563068561059e-05 -0.0008698396626559547 0.0012956745692930861 -0.00030954551939523184 -0.0012820472272059747 -0.00038209225383162824 0.0011959632668575367 0.0005684037498253369
leaf_weight=62 63 87 51 262 54 71 82 51 2216 81 66 59 78 146 48 141 56 76
leaf_count=62 63 87 51 262 54 71 82 51 2216 81 66 59 78 146 48 141 56 76
internal_value=0 -8.41552e-05 -6.58135e-05 -8.8991e-05 -6.33005e-05 -0.000544881 -0.00016096 -2.35592e-05 -4.25563e-05 0.000133237 6.84426e-05 -3.22465e-05 5.57959e-05 0.000330226 -0.000267658 -2.49648e-05 0.000579423 -5.29875e-06
internal_weight=0 2936 2849 2798 2736 207 153 2529 2478 814 733 611 552 300 252 204 122 222
internal_count=3750 2936 2849 2798 2736 207 153 2529 2478 814 733 611 552 300 252 204 122 222
is_linear=0
shrinkage=0.0995203


Tree=6048
num_leaves=20
num_cat=0
split_feature=20 20 26 26 20 20 20 21 20 18 18 26 1 2 18 18 21 1 26
split_gain=0.0309077 0.00271436 0.00518799 0.0177422 0.00483438 0.00301984 0.00393836 0.00477292 0.00400676 0.00284345 0.0103092 0.00449521 0.00496838 0.00482738 0.00447226 0.00310669 0.00220434 0.00164003 0.00154183
threshold=-0.40431 -0.0078249999999999986 -0.100565 -0.22971 -0.01137 -0.017315000000000001 -0.049534999999999996 -0.032929999999999994 -0.058504999999999995 -0.10082999999999999 -0.117225 -0.074359999999999996 0.26753500000000008 -0.046564999999999995 -0.094389999999999988 -0.17307499999999998 0.12662500000000004 0.057265000000000017 -0.085605000000000001
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 8 -8 16 10 15 17 14 -14 -13 -4 -2 18 -11
right_child=1 2 9 -5 -6 -7 7 -9 -10 11 -12 12 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.0024641715554572373 0.00012181745667396403 0.00050660817960318375 0.0003875704555359835 -0.0019467537264968911 0.00087398440292852969 -0.00063410568575640331 -3.5592596615442543e-05 0.0012776088046536987 -0.0008346279727762492 -0.00019863211730338629 0.0014463133194718184 -0.00098604240188142562 -0.0013610859480238202 -0.00026977541608795271 -1.950654536784027e-05 -0.00055561349600498811 -0.00044586689961977186 0.00089261428290260511 0.00059061487209693053
leaf_weight=51 1035 58 62 58 78 58 49 59 49 47 58 49 56 152 1553 77 72 55 49
leaf_count=51 1035 58 62 58 78 58 49 59 49 47 58 49 56 152 1553 77 72 55 49
internal_value=0 2.53171e-06 -6.43589e-05 -0.000713016 0.000111766 6.61745e-05 9.89553e-05 0.000674225 4.45022e-05 -2.91119e-05 0.000330626 -6.56683e-05 -0.000109554 -0.000567526 -4.95808e-05 -0.000129023 8.41554e-05 0.000454955 0.000195685
internal_weight=0 3674 2274 116 1400 1322 1264 108 1156 2158 197 1961 1810 208 1602 139 1107 151 96
internal_count=3725 3674 2274 116 1400 1322 1264 108 1156 2158 197 1961 1810 208 1602 139 1107 151 96
is_linear=0
shrinkage=0.0995203


Tree=6049
num_leaves=16
num_cat=0
split_feature=20 20 26 26 20 20 24 20 20 21 20 3 2 2 0
split_gain=0.0250604 0.00219876 0.00419567 0.0143971 0.00394544 0.00254558 0.00262217 0.00207074 0.00318511 0.00388017 0.00324901 0.00207341 0.0019079 0.00315861 0.00163202
threshold=-0.40431 -0.0078249999999999986 -0.100565 -0.22971 -0.011044999999999999 -0.0043699999999999998 -0.070004999999999998 -0.017315000000000001 -0.049534999999999996 -0.032929999999999994 -0.058504999999999995 0.086965000000000028 0.31534000000000012 0.14153500000000005 -0.100285
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 7 -4 -7 8 10 -10 11 -2 13 -8 -14
right_child=1 2 5 -5 -6 6 12 -9 9 -11 -12 -13 14 -15 -16
leaf_value=-0.0022189368135014788 0.00039130145613782406 0.00045619045949565407 -0.00072120747875439048 -0.0017530124362750475 0.00081374588027983237 -0.00070716126900330866 9.7731241694557058e-06 -0.00049420633966278842 -3.2050477157425747e-05 0.0011504609230715826 -0.00075156561525460935 1.5972258862070843e-05 -0.00079300125706654784 0.00080406761408165 0
leaf_weight=51 174 58 51 58 73 52 1898 63 49 59 49 933 53 51 53
leaf_count=51 174 58 51 58 73 52 1898 63 49 59 49 933 53 51 53
internal_value=0 2.19105e-06 -5.79897e-05 -0.000641354 0.000100526 -2.62524e-05 -9.0425e-06 6.06744e-05 8.89783e-05 0.000606371 3.99324e-05 7.57066e-05 8.22445e-06 3.09777e-05 -0.000402411
internal_weight=0 3674 2274 116 1400 2158 2107 1327 1264 108 1156 1107 2055 1949 106
internal_count=3725 3674 2274 116 1400 2158 2107 1327 1264 108 1156 1107 2055 1949 106
is_linear=0
shrinkage=0.0995203


Tree=6050
num_leaves=14
num_cat=0
split_feature=6 7 1 2 3 27 27 26 6 8 26 8 17
split_gain=0.0211298 0.00233308 0.00329927 0.00347727 0.0080331 0.00326739 0.01608 0.00214208 0.00205657 0.00208781 0.00363081 0.00212774 0.00150469
threshold=0.23663500000000004 -0.074779999999999999 0.50462500000000021 -0.035314999999999992 0.11553000000000002 0.083160000000000026 0.087140000000000009 -0.079559999999999992 -0.23044000000000001 0.10228000000000002 -0.08274999999999999 0.056535000000000009 -0.065004999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 8 -7 -8 -3 11 -11 -10 -9
right_child=-2 2 3 4 -6 6 7 12 9 10 -12 -13 -14
leaf_value=0.00053680950186672631 -0.0020997837320408312 0.00062669530440835131 0.00021869556688882904 0.00028493387804054974 -0.0013578392430797926 -0.0018032404751264694 0.00050329420054471034 -0.00060514701342393167 2.7653874730639516e-05 2.5151806034900548e-05 0.0010334860520042242 -0.00036837021428936314 0.00013154572980878597
leaf_weight=79 48 58 55 47 76 57 78 47 2817 104 55 141 63
leaf_count=79 48 58 55 47 76 57 78 47 2817 104 55 141 63
internal_value=0 1.62935e-06 -9.8939e-06 -0.000427744 -0.000723458 1.16145e-05 -0.000338219 0.000101609 3.88674e-05 2.76666e-05 0.000379095 8.4997e-06 -0.000175781
internal_weight=0 3677 3598 178 123 3420 245 188 3175 3117 159 2958 110
internal_count=3725 3677 3598 178 123 3420 245 188 3175 3117 159 2958 110
is_linear=0
shrinkage=0.0995203


Tree=6051
num_leaves=21
num_cat=0
split_feature=6 0 3 9 3 0 8 18 18 3 9 9 26 3 8 8 0 21 8 8
split_gain=0.0171353 0.00220798 0.00784476 0.0153772 0.00984016 0.0111952 0.00778688 0.00434523 0.00470048 0.00419249 0.00437047 0.00370136 0.00303633 0.00286581 0.00272201 0.00995247 0.00337327 0.002648 0.00594504 0.00315733
threshold=0.23663500000000004 -0.068899999999999989 0.084895000000000012 -1.0000000180025095e-35 0.09339500000000002 -0.066264999999999991 0.10228000000000002 -0.096219999999999986 -0.10872 0.094285000000000022 0.095785000000000023 0.08622500000000001 -0.054024999999999997 0.14940500000000004 -0.086304999999999993 -0.08569499999999998 -0.071799999999999989 0.087365000000000012 -0.087374999999999994 -0.099434999999999996
decision_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 -3 -4 -6 12 8 9 11 -11 -1 -7 14 17 -16 -17 18 -9 -19
right_child=-2 2 4 -5 5 6 -8 13 -10 10 -12 -13 -14 -15 15 16 -18 19 -20 -21
leaf_value=0.00037059081200488397 -0.0018908129616987057 0 0.00098126981947898456 -0.0021360831662005802 -0.0016033820523771872 0.00040106281788754528 0.00087024060256612838 -0.000151864753399557 0.0010672699486446919 0.001311049876047352 -1.5487115958607648e-05 -0.00078834743422603794 -0.00028043598155391778 0.00071331487932664627 0.0012503901264312748 -1.8489250937152122e-05 0.00072470733658858881 -0.00027224876066187474 -0.0011274840496255459 0.00047125734543297545
leaf_weight=49 48 88 88 54 48 76 83 567 79 48 48 60 411 55 67 1496 63 102 70 125
leaf_count=49 48 88 88 54 48 76 83 567 79 48 48 60 411 55 67 1496 63 102 70 125
internal_value=0 1.55582e-06 -0.000139071 -0.000814025 -2.15548e-06 -0.000143515 -1.91424e-05 4.39983e-05 0.000413238 0.000157203 0.000639254 -0.000259847 -0.000172402 2.47275e-06 -1.28998e-05 6.25909e-05 1.10186e-05 -0.000155917 -0.000260361 0.000133565
internal_weight=0 3677 848 142 706 618 570 2829 284 205 96 109 487 2545 2490 1626 1559 864 637 227
internal_count=3725 3677 848 142 706 618 570 2829 284 205 96 109 487 2545 2490 1626 1559 864 637 227
is_linear=0
shrinkage=0.0995203


Tree=6052
num_leaves=19
num_cat=0
split_feature=22 2 1 0 0 0 18 2 26 0 9 9 9 2 26 1 2 26
split_gain=0.0291368 0.00538856 0.00275894 0.00745783 0.0384775 0.00680542 0.0049189 0.00452463 0.00431874 0.00451236 0.00315835 0.0171988 0.00502207 0.00392926 0.00701303 0.00290559 0.00444951 0.00176439
threshold=0.13292500000000004 -0.241895 -0.083284999999999984 -0.081195000000000003 -0.082494999999999999 -0.080324999999999994 -0.020999999999999998 -0.086934999999999998 0.090545000000000028 -0.073219999999999993 0.09143500000000003 0.09202500000000001 0.09091500000000001 -0.043929999999999997 -0.23202999999999999 -0.082195000000000004 -0.086304999999999993 0.10304500000000003
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 6 -5 -3 -8 9 -7 12 -12 15 14 -13 -4 -17 -10
right_child=-2 2 10 5 -6 8 7 -9 17 -11 11 13 -14 -15 -16 16 -18 -19
leaf_value=0.00094199302749031809 -0.0025057632134188371 0.00064744495096695097 -0.00075649427278935981 0.0011789836437337878 -0.0024882794488258649 -0.00083200092583571783 0.00031585564879999689 -0.00056248911137691334 0.00089552913563522305 1.629222528151502e-06 0.0019204445350052795 -0.0011460119077574898 -0.0010235356928507274 0.00085634426780826784 0.00010417379988799742 0.00041542830932967041 -4.6781172444575077e-05 8.1333114228619065e-05
leaf_weight=61 46 85 49 52 76 83 92 154 59 277 54 47 49 62 804 242 1390 52
leaf_count=61 46 85 49 52 76 83 92 154 59 277 54 47 49 62 804 242 1390 52
internal_value=0 1.43767e-05 -9.98553e-07 -0.000149031 -0.000468851 9.82891e-05 -2.70245e-06 -0.000230675 -1.92853e-05 -0.000188295 4.97435e-05 0.000193908 -3.03655e-05 9.08943e-05 3.41651e-05 -9.28267e-07 2.12556e-05 0.000521479
internal_weight=0 3688 3627 930 407 523 331 246 471 360 2697 967 1730 913 851 1681 1632 111
internal_count=3734 3688 3627 930 407 523 331 246 471 360 2697 967 1730 913 851 1681 1632 111
is_linear=0
shrinkage=0.0995203


Tree=6053
num_leaves=12
num_cat=0
split_feature=22 2 20 9 21 1 1 0 3 17 26
split_gain=0.0236276 0.00436869 0.00406786 0.00271651 0.00399438 0.00375839 0.00424313 0.0102739 0.00307144 0.0132456 0.00165367
threshold=0.13292500000000004 -0.241895 -0.24910499999999999 0.11222500000000002 0.13457500000000003 0.15756500000000004 -0.061135000000000002 -0.06340999999999998 0.08400500000000001 0.052150000000000009 0.26711000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 6 -5 -8 9 -4 -10
right_child=-2 2 3 5 -6 -7 7 -9 10 -11 -12
leaf_value=0.00084824564301323486 -0.002256389176597273 0.00074483675597176058 4.6566341497431627e-06 0.00069857648576020269 -0.0007588018414226357 0.00095023961216821366 0.00043800789952455827 -0.0014176247559976698 2.3200606045860958e-05 -0.0014549269299656425 -0.00050030644126132018
leaf_weight=61 46 71 302 69 75 65 76 48 2783 77 61
leaf_count=61 46 71 302 69 75 65 76 48 2783 77 61
internal_value=0 1.30122e-05 -8.09325e-07 -1.59273e-05 -4.04745e-05 0.000294685 6.966e-05 -0.0002737 -2.35048e-05 -0.000289722 1.16842e-05
internal_weight=0 3688 3627 3556 3298 258 193 124 3223 379 2844
internal_count=3734 3688 3627 3556 3298 258 193 124 3223 379 2844
is_linear=0
shrinkage=0.0995203


Tree=6054
num_leaves=13
num_cat=0
split_feature=22 20 3 2 18 3 0 18 18 9 9 2
split_gain=0.0191598 0.00359386 0.00836974 0.00331587 0.00239995 0.0205978 0.00442942 0.00309664 0.00296976 0.00234667 0.00312483 0.00280771
threshold=0.13292500000000004 -0.224635 0.10871500000000002 -0.241895 -0.092584999999999987 0.08400500000000001 -0.095114999999999991 -0.097059999999999994 -0.090899999999999995 0.11891000000000003 0.11296000000000002 -0.046564999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7 -8 -6 10 -10 -11
right_child=-2 3 -4 4 8 6 7 -9 9 11 -12 -13
leaf_value=0.0013706453038813573 -0.0020318329343150692 0.00074724983228959777 -0.00034464621344864254 -0.0019173043267708002 0.00066830315475539543 0.00091341184959808095 1.9165811612123659e-05 -0.00068132480557559795 3.9877043115955262e-07 3.3572559468848314e-05 -0.00066369956769250879 0.00099225550011631516
leaf_weight=60 46 57 52 62 68 48 390 74 2675 79 72 51
leaf_count=60 46 57 52 62 68 48 390 74 2675 79 72 51
internal_value=0 1.17614e-05 0.000566951 -5.39817e-06 -1.7822e-05 -0.000204101 1.75862e-06 -9.07861e-05 1.8207e-05 2.55692e-06 -1.67095e-05 0.000415969
internal_weight=0 3688 112 3576 3519 574 512 464 2945 2877 2747 130
internal_count=3734 3688 112 3576 3519 574 512 464 2945 2877 2747 130
is_linear=0
shrinkage=0.0995203


Tree=6055
num_leaves=18
num_cat=0
split_feature=20 6 18 18 0 0 5 5 26 26 9 4 21 9 6 19 19
split_gain=0.0165828 0.00300341 0.00380248 0.00470013 0.0026971 0.00391143 0.00209437 0.0139211 0.0268837 0.0044444 0.00505009 0.0117257 0.0101918 0.0040082 0.00296432 0.0027404 0.00555129
threshold=0.24030500000000005 0.11642500000000001 -0.080814999999999984 -0.060544999999999995 -0.080500000000000002 -0.049174999999999996 -0.0070049999999999999 -0.0038499999999999997 0.085300000000000029 -0.2382 0.11296000000000002 0.14727500000000002 0.086835000000000009 0.10371500000000002 0.10384500000000003 0.11028000000000003 0.082010000000000013
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 -6 9 8 -8 -1 11 13 -12 -11 15 16 -9
right_child=-2 2 3 4 5 -7 7 14 -10 10 12 -13 -14 -15 -16 -17 -18
leaf_value=0.0010202050177459743 -0.0015076305542347363 0.0011273427589919144 -0.00062891002854225731 -0.00012422553814624265 0.0014087703434528017 0.00013651290931901484 -0.0028635362786040329 1.7676403457222809e-05 0.00012127645645780241 5.6108723224379654e-05 -0.0014314781708250519 0.0015573258683667338 0.00047093357897794223 -0.00070518815063059105 -0.00062280974026276091 -0.00057768810204269214 0.00093831506492006304
leaf_weight=46 72 50 55 52 47 52 51 916 71 1880 65 51 48 71 71 66 70
leaf_count=46 72 50 55 52 47 52 51 916 71 1880 65 51 48 71 71 66 70
internal_value=0 1.73922e-05 0.000346204 0.000152634 0.000442723 0.000748783 -7.08144e-06 -0.000110108 -0.00111976 5.18956e-05 3.04484e-05 6.73525e-05 -0.00061613 2.79843e-05 0 4.15839e-05 8.38664e-05
internal_weight=0 3662 256 206 151 99 3406 1245 122 2161 2115 2002 113 1951 1123 1052 986
internal_count=3734 3662 256 206 151 99 3406 1245 122 2161 2115 2002 113 1951 1123 1052 986
is_linear=0
shrinkage=0.0995203


Tree=6056
num_leaves=9
num_cat=0
split_feature=21 19 10 3 10 2 2 6
split_gain=0.0176369 0.0147585 0.00736924 0.00584876 0.00510605 0.00435091 0.0153321 0.00413951
threshold=-0.096850000000000006 0.14071500000000006 0.09056500000000002 0.31589000000000006 0.086165000000000019 -0.085804999999999992 -0.086440000000000003 0.11642500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7
right_child=1 -3 -4 -5 -6 7 -8 -9
leaf_value=-0.0013798499581648008 8.8430106206705531e-05 0.0018254291533793478 0.00096950927133712542 -0.001059255448192064 -0.00084844499366993535 -5.4233675671556215e-05 0.0014780784427356627 0.00043512887456240168
leaf_weight=87 691 46 81 50 65 2434 89 184
leaf_count=87 691 46 81 50 65 2434 89 184
internal_value=0 5.38242e-05 3.09215e-05 9.0472e-06 2.47081e-05 4.16515e-05 0.000248042 -1.95273e-05
internal_weight=0 3640 3594 3513 3463 3398 780 2618
internal_count=3727 3640 3594 3513 3463 3398 780 2618
is_linear=0
shrinkage=0.0995203


Tree=6057
num_leaves=14
num_cat=0
split_feature=20 21 21 0 0 20 10 3 10 17 17 5 4
split_gain=0.020546 0.00778221 0.0193158 0.0154976 0.00792834 0.00679675 0.00532913 0.00493834 0.00472408 0.00341911 0.00271004 0.00542095 0.00398392
threshold=-0.40431 -0.012349999999999998 -0.021529999999999997 -0.081674999999999984 -0.085054999999999992 -0.014534999999999999 0.09056500000000002 0.31589000000000006 0.086165000000000019 0.0047200000000000011 0.10932500000000002 -0.040404999999999996 0.14566000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 9 7 8 10 -2 12 -12 -3
right_child=1 6 -4 -5 -6 -7 -8 -9 -10 -11 11 -13 -14
leaf_value=-0.0019269836974151312 0 -5.4000960964346113e-05 0.0022643643166133736 0.0013380122631547152 -0.0013550773032243817 0.00085762212171025922 0.00082281686555440742 -0.0010496922320941584 -0.00086368425688231098 -0.0010122350214517176 -5.8636851202331641e-05 0.00057982941858774359 0.0008515167122848797
leaf_weight=53 121 2476 51 90 46 75 75 46 63 46 309 227 49
leaf_count=53 121 2476 51 90 46 75 75 46 63 46 309 227 49
internal_value=0 4.64164e-05 0.000444799 0.000197136 -0.000156545 6.78925e-05 -5.99884e-06 -2.58663e-05 -1.05287e-05 -0.000281875 6.76311e-06 0.000210231 -3.61043e-05
internal_weight=0 3674 429 378 288 242 3245 3170 3124 167 3061 536 2525
internal_count=3727 3674 429 378 288 242 3245 3170 3124 167 3061 536 2525
is_linear=0
shrinkage=0.0995203


Tree=6058
num_leaves=14
num_cat=0
split_feature=20 19 4 2 2 4 5 6 18 26 6 6 1
split_gain=0.0166596 0.0134439 0.00542757 0.00350059 0.0137125 0.00485555 0.00507631 0.00386997 0.00359987 0.00470981 0.00339937 0.00223601 0.0021425
threshold=-0.40431 0.14071500000000006 0.15730000000000002 -0.085804999999999992 -0.086440000000000003 0.10739000000000003 0.62404000000000015 0.11642500000000001 -0.067359999999999989 0.096425000000000025 -0.15202999999999997 0.097935000000000022 0.0099250000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 10 -9 -10 12 -12 -5
right_child=1 -3 -4 7 -6 -7 -8 8 9 -11 11 -13 -14
leaf_value=-0.0017352101599263257 6.763516505164161e-05 0.0017143218885277028 -0.0010537326793362543 0.00086998371127630582 0.0013750265812852581 0.00078837507345702433 -0.00091668664914852519 0.00097651555827444041 0.00076735480627735937 -0.00062709802538626783 -6.7294342032203798e-05 -0.00043285841238383178 0.00013859182418683131
leaf_weight=53 706 47 46 49 89 85 56 71 46 50 2014 182 233
leaf_count=53 706 47 46 49 89 85 56 71 46 50 2014 182 233
internal_value=0 4.17611e-05 1.98617e-05 3.38812e-05 0.000199385 7.48853e-05 -3.62919e-06 -2.43768e-05 0.000438779 3.255e-05 -5.59206e-05 -9.79643e-05 0.000268581
internal_weight=0 3674 3627 3581 936 847 762 2645 167 96 2478 2196 282
internal_count=3727 3674 3627 3581 936 847 762 2645 167 96 2478 2196 282
is_linear=0
shrinkage=0.0995203


Tree=6059
num_leaves=10
num_cat=0
split_feature=20 17 9 10 3 10 2 2 30
split_gain=0.0135097 0.00503133 0.0153476 0.00469262 0.00359942 0.00330261 0.00299221 0.0107262 0.00279648
threshold=-0.40431 0.51544000000000012 0.091965000000000033 0.09056500000000002 0.31589000000000006 0.086165000000000019 -0.085804999999999992 -0.086440000000000003 0.10940500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 -2 -8
right_child=1 2 -4 -5 -6 -7 8 -9 -10
leaf_value=-0.0015625217200932857 6.2496536199189168e-05 -0.00031080021366287582 0.0019594533132105052 0.00076493223685249071 -0.00083124082369597386 -0.00068040505605213974 -4.4306343619921571e-05 0.0012244398332601518 0.00059295920562929105
leaf_weight=53 697 67 52 81 51 67 2500 89 70
leaf_count=53 697 67 52 81 51 67 2500 89 70
internal_value=0 3.76493e-05 0.000674365 1.61057e-05 -1.11838e-06 1.10106e-05 2.50582e-05 0.000195107 -2.66304e-05
internal_weight=0 3674 119 3555 3474 3423 3356 786 2570
internal_count=3727 3674 119 3555 3474 3423 3356 786 2570
is_linear=0
shrinkage=0.0995203


Tree=6060
num_leaves=21
num_cat=0
split_feature=28 20 3 3 5 5 0 4 3 21 20 21 3 18 2 0 3 21 27 27
split_gain=0.00899794 0.00552573 0.00390638 0.00973496 0.0494157 0.00632806 0.0193899 0.0302223 0.00487702 0.00400762 0.00382379 0.00548961 0.00613702 0.0048594 0.00431905 0.00671168 0.00498209 0.00348847 0.0031634 0.00310493
threshold=0.083225000000000021 -0.24910499999999999 0.087570000000000023 0.087975000000000012 -0.015824999999999995 -0.089564999999999992 -0.087724999999999984 0.10373000000000003 0.085845000000000019 -0.08861999999999999 -0.0070099999999999997 0.085855000000000029 0.086335000000000023 -0.085454999999999989 -0.081864999999999993 -0.080500000000000002 0.081685000000000021 -0.083919999999999995 0.10868000000000001 0.076710000000000014
decision_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 -4 6 8 -8 19 -5 11 12 -7 -13 15 -12 -16 -11 -19 -3
right_child=-2 2 3 9 -6 10 7 -9 -10 17 14 13 -14 -15 16 -17 -18 18 -20 -21
leaf_value=0.00086844965717103307 0.0011545408562067734 -0.00057790999472325964 0.0032855858252123222 0.00074515531098986066 -0.0011760730804271727 -0.00014808897034727762 -0.0033689404779280833 0 0.00092873152940762117 -0.00076517197930958713 0.00012428228930495179 0.00086139130364094136 -0.0017130697690175853 -0.00044441610017785749 -0.00020581514990287541 -0.0010514350802251001 0.0010406940411340168 1.1735080364492742e-05 0.00081281333170206351 0.00036683203040315567
leaf_weight=75 71 95 49 76 49 54 51 54 47 56 381 49 48 66 47 55 92 2220 50 53
leaf_count=75 71 95 49 76 49 54 51 54 47 56 381 49 48 66 47 55 92 2220 50 53
internal_value=0 2.29337e-05 5.05165e-06 7.38638e-05 0.0010464 -0.000151736 -0.000541013 -0.00163156 4.20054e-05 3.3844e-05 -3.24871e-06 -0.000360213 -0.000892577 0.000104853 0.000130043 -2.21532e-05 0.000613323 1.02506e-05 2.97406e-05 -0.000234059
internal_weight=0 3667 3592 2500 98 1092 300 105 195 2402 792 217 102 115 575 436 139 2326 2270 148
internal_count=3738 3667 3592 2500 98 1092 300 105 195 2402 792 217 102 115 575 436 139 2326 2270 148
is_linear=0
shrinkage=0.0995203


Tree=6061
num_leaves=21
num_cat=0
split_feature=28 6 6 0 4 4 20 4 20 27 18 6 5 1 0 1 2 4 20 9
split_gain=0.00729525 0.00544172 0.007141 0.00437961 0.00604144 0.00849705 0.00463838 0.00748918 0.00388854 0.0032695 0.00310437 0.00287469 0.00261837 0.0140497 0.0182634 0.00604599 0.00225157 0.00434173 0.00205179 0.00204971
threshold=0.083225000000000021 0.088565000000000019 0.089430000000000023 -0.15137999999999999 0.11374000000000002 0.10495500000000003 -0.053499999999999999 0.087790000000000021 -0.24910499999999999 0.10274500000000002 0.15891500000000006 0.12638500000000005 -0.084089999999999984 -0.080349999999999991 -0.086414999999999992 -0.0051399999999999996 0.096520000000000022 0.12061000000000001 -0.085594999999999991 0.10054500000000002
decision_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 6 -1 -8 -4 12 11 19 13 14 -5 -15 18 -18 -14 -10
right_child=-2 2 8 9 -6 -7 7 -9 10 -11 -12 -13 16 15 -16 -17 17 -19 -20 -21
leaf_value=0.00086917104184794803 0.0010396406831923914 0.0010990985427017433 0.00083530751775648718 0 -0.0005189655234512418 0.001710862321225293 0.00059519865419420262 -0.0011191130794158055 0.00012884234731226954 0.00053900791184804898 -0.00060549182819003239 0.00072591882498444728 0.00019700520336511399 0.00071900952751412825 -0.0027707236002593415 -0.00022480596487205832 0.00060120097444803212 -0.00050610094255118738 -0.00013878584171976682 -0.00040778987315425309
leaf_weight=67 71 84 73 46 65 50 54 47 623 77 61 73 209 77 48 518 125 48 1243 79
leaf_count=67 71 84 73 46 65 50 54 47 623 77 61 73 209 77 48 518 125 48 1243 79
internal_value=0 2.0665e-05 0.000219769 -5.2967e-05 0.000316563 0.000569444 0.000224862 -0.000194445 0.00013761 -9.70471e-05 7.57079e-05 0.000130381 -0.000118566 -0.000281397 -0.00141273 -0.000101289 -4.9022e-05 0.000289241 -8.98885e-05 6.7286e-05
internal_weight=0 3667 993 2674 283 218 168 101 909 2391 836 775 2314 689 94 595 1625 173 1452 702
internal_count=3738 3667 993 2674 283 218 168 101 909 2391 836 775 2314 689 94 595 1625 173 1452 702
is_linear=0
shrinkage=0.0995203


Tree=6062
num_leaves=20
num_cat=0
split_feature=28 6 6 6 5 18 18 6 26 26 26 5 9 4 5 11 8 3 5
split_gain=0.00591421 0.00441566 0.00684695 0.00340608 0.00309298 0.00312902 0.00928654 0.00538439 0.00296415 0.0195356 0.00362562 0.00464011 0.00298378 0.0185715 0.00437189 0.00214388 0.00362758 0.00371841 0.00304546
threshold=0.083225000000000021 0.08866000000000003 0.089430000000000023 0.23153500000000005 0.22078000000000006 -0.074709999999999985 -0.08727 0.089985000000000023 0.083235000000000017 0.083885000000000029 0.0054200000000000012 -0.021235 0.11296000000000002 0.11541000000000003 -0.14118999999999998 -0.23394000000000001 -0.089304999999999995 0.11896500000000003 -0.54165499999999989
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 6 -4 -7 10 -10 15 -12 13 14 -11 -1 17 -17 -18
right_child=-2 2 3 -5 -6 7 -8 -9 9 12 11 -13 -14 -15 -16 16 18 -19 -20
leaf_value=0.0006583010120871463 0.00093617546802725663 0.0011280987169689197 -4.0600121186121601e-05 0.00083718269608504107 -0.00055582152417333285 -0.0010118072200904996 0.0014780452702260521 0.00010795253508501173 -0.0020049214514797006 0.00039033370765750581 -4.1391676733205942e-05 0.0013408148719944953 -0.00069189408326206551 0.0017181098966471062 -0.00019117955084903864 -7.3321097564065291e-05 0.0007944656794294212 -0.0009082943772990707 2.9143053440061186e-05
leaf_weight=49 71 73 109 62 71 46 62 559 54 145 46 48 73 57 1054 159 55 81 864
leaf_count=49 71 73 109 62 71 46 62 559 54 145 46 48 73 57 1054 159 55 81 864
internal_value=0 1.86582e-05 0.000199398 0.000123915 7.07381e-05 0.00012912 0.000505233 2.14606e-05 -4.714e-05 -0.000148768 6.01822e-05 0.000655707 -7.2733e-05 -3.60949e-05 -0.000120172 1.3164e-05 -1.34047e-05 -0.000358536 7.58366e-05
internal_weight=0 3667 982 909 847 776 171 605 2685 1383 1302 94 1329 1256 1199 1208 1159 240 919
internal_count=3738 3667 982 909 847 776 171 605 2685 1383 1302 94 1329 1256 1199 1208 1159 240 919
is_linear=0
shrinkage=0.0995203


Tree=6063
num_leaves=35
num_cat=0
split_feature=0 0 8 8 8 6 5 8 18 0 3 5 3 6 6 6 3 3 0 2 3 8 1 5 3 1 6 0 6 21 20 1 3 6
split_gain=0.00445627 0.0305105 0.00704147 0.0190132 0.0134591 0.00358377 0.00409734 0.00811211 0.00715562 0.00342755 0.0033221 0.0098655 0.00773344 0.00321587 0.0092925 0.00705293 0.00704625 0.00841352 0.00403418 0.00320551 0.00471316 0.00439797 0.00280661 0.00868148 0.00992999 0.00843864 0.0187598 0.00693613 0.00271865 0.00232544 0.00514526 0.00225854 0.00206173 0.0016242
threshold=-0.10942499999999999 -0.113275 -0.090440000000000006 -0.092299999999999993 -0.088734999999999994 0.095080000000000012 -0.045014999999999993 -0.070134999999999989 0.11362500000000002 -0.096019999999999994 0.092300000000000021 0.012305000000000002 0.088845000000000021 -0.097455 -0.11345499999999999 -0.09007999999999998 0.11896500000000003 0.10648500000000002 -0.22163999999999998 -0.079844999999999985 0.08666500000000002 -0.140375 -0.082489999999999994 -0.011514999999999999 0.084235000000000018 -0.077774999999999997 0.089985000000000023 -0.084665000000000004 -0.40707999999999994 0.088715000000000016 -0.0070099999999999997 0.51334500000000016 0.11926500000000002 -0.036009999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 -4 22 7 -7 -9 33 12 -12 -8 14 28 -15 17 18 -17 20 -11 32 23 24 -6 26 -24 -25 -1 -30 -31 -27 -21 -2
right_child=2 -3 4 -5 5 6 10 8 -10 19 11 -13 -14 15 -16 16 -18 -19 -20 21 -22 -23 25 27 -26 31 -28 -29 29 30 -32 -33 -34 -35
leaf_value=-0.00047401923910346782 -0.00095826337525177377 0.0027116621963860659 0.0012942935233596889 -0.0016804891850538098 0.0018348820110689189 0.0017727332293219814 -0.00031969864240357596 0.0010353970443178063 -0.00069790777140549157 0.00021724580188661641 -0.0012794611556255432 0.00022315870794159119 0.0014843895974474524 0.0012667953149679708 -0.0014451894716296656 -0.00078153020919870752 -0.0010195969464520793 0.0013285145739740218 0.00027651723576300151 -0.00039675784436316914 -0.0010416290131966353 0.0011253941099548029 -0.0020138957739681009 -0.001242610952877561 0.00014654637497428196 -7.794840112570262e-05 0.00030679101668982107 3.8155156191034942e-05 0.00089967457251891568 0.0008287852311179444 -0.00046157234743055182 0.00058471192785790077 0.00043507516217615054 -0.00014145323623411134
leaf_weight=62 52 47 83 89 56 47 47 47 47 72 57 178 46 60 47 52 48 59 113 56 49 54 70 46 93 1199 67 458 46 52 74 53 62 50
leaf_count=62 52 47 83 89 56 47 47 47 47 72 57 178 46 60 47 52 48 59 113 56 49 54 70 46 93 1199 67 458 46 52 74 53 62 50
internal_value=0 0.00026745 -1.7354e-05 -0.000366023 4.73866e-05 5.84464e-06 0.000254221 0.000703408 0.000160036 -6.77798e-05 5.86293e-05 -0.000137823 0.000563844 7.87114e-05 -0.000167216 0.000289326 7.06983e-05 0.000307988 -5.19668e-05 0.000102831 -0.000285781 0.000380974 -5.08007e-05 0.000118707 0.000786583 -0.00013108 -0.000872986 -7.7116e-05 8.59732e-05 0.00029259 6.44593e-05 -4.92426e-05 3.33694e-05 -0.000565892
internal_weight=0 660 3078 484 2594 2511 469 141 94 395 328 235 93 613 281 332 272 224 165 293 121 172 2042 653 149 1389 137 504 234 172 126 1252 118 102
internal_count=3738 660 3078 484 2594 2511 469 141 94 395 328 235 93 613 281 332 272 224 165 293 121 172 2042 653 149 1389 137 504 234 172 126 1252 118 102
is_linear=0
shrinkage=0.0995203


Tree=6064
num_leaves=30
num_cat=0
split_feature=18 5 5 2 18 2 17 17 5 0 21 2 5 21 9 17 8 9 9 9 9 9 17 3 17 9 2 2 9
split_gain=0.003904 0.0107234 0.020109 0.00855379 0.0218814 0.00978496 0.0199087 0.00743406 0.00587694 0.00523134 0.00344145 0.00285354 0.00403892 0.00849144 0.00367312 0.0114523 0.00401016 0.00344778 0.00253636 0.00518614 0.00538969 0.00745127 0.00469342 0.00505298 0.0142513 0.00483253 0.017646 0.00833013 0.00479357
threshold=-0.040349999999999997 -0.0054650000000000002 -0.0083599999999999994 -0.086304999999999993 -0.08727 -0.070354999999999987 0.097480000000000025 -0.55286000000000002 0.40249000000000007 -0.088594999999999993 -0.10962999999999999 -0.095204999999999998 0.51100000000000012 0.11932500000000003 0.093235000000000026 -0.0077549999999999997 -0.073999999999999996 0.088825000000000029 0.084795000000000023 0.084485000000000018 0.084155000000000021 0.083760000000000015 0.043850000000000007 0.091475000000000015 0.26760500000000004 0.11351500000000002 -0.049174999999999996 -0.072895000000000001 0.088995000000000019
decision_type=2 2 2 2 2 2 2 2 2 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 9 -3 10 -5 -2 17 14 -14 15 -13 -16 -9 19 20 21 -12 25 24 -24 27 -27 -20 -25
right_child=8 7 -4 5 -6 -7 -8 11 -10 -11 18 12 13 -15 16 -17 -18 -19 22 -21 -22 -23 23 28 -26 26 -28 -29 -30
leaf_value=-8.5351720801800113e-05 0.00085365367862269331 0.00093880779617988932 0.0022076865580652233 -0.00048661642116988921 0.0027059219712203021 0.00084337890901529911 -0.0021718592800085501 -0.0002440570238795024 -0.0010393431429721422 0.00086172021408717958 -4.1517170554675847e-05 -2.4360205244259136e-05 -0.0015938130652941541 7.8860481389744894e-05 0.00087559369055293691 -0.0017036309709211708 -0.00010175358386206307 0.0007938401100040151 0.0002205317546998507 -0.0010080215503925328 0.00094783948075753634 -0.0011412952757411867 -0.0017284600570570692 0.00093564376398293095 0.00048424581585729926 0.00047866203837889509 -0.0018967851828264189 0.0015406027454338601 -0.00014578507619719623
leaf_weight=69 47 76 66 52 46 86 48 55 54 62 838 329 56 63 74 46 92 72 722 62 49 66 65 48 51 90 47 51 262
leaf_count=69 47 76 66 52 46 86 48 55 54 62 838 329 56 63 74 46 92 72 722 62 49 66 65 48 51 90 47 51 262
internal_value=0 0.000201025 0.00060768 0.000314514 0.00102404 -1.11995e-05 -0.000469918 -1.75611e-07 -1.24662e-05 0.000239509 1.03164e-05 -9.18928e-05 -0.000175838 -0.000701401 -5.87201e-05 -0.000232534 0.000329 0.000337911 -6.19495e-06 -0.000125112 -6.6813e-05 -0.000122716 8.35373e-05 -0.000188074 -0.000748576 0.000211587 -0.000330297 0.000308685 1.90214e-05
internal_weight=0 1292 429 363 115 248 162 863 2452 114 2398 787 660 119 541 375 166 127 2351 1015 953 904 1336 426 116 910 137 773 310
internal_count=3744 1292 429 363 115 248 162 863 2452 114 2398 787 660 119 541 375 166 127 2351 1015 953 904 1336 426 116 910 137 773 310
is_linear=0
shrinkage=0.0995203


Tree=6065
num_leaves=15
num_cat=0
split_feature=3 3 6 2 2 19 6 21 21 24 17 2 17 8
split_gain=0.00350501 0.0255546 0.00385786 0.00375312 0.00442316 0.00331278 0.00277213 0.002723 0.0231415 0.00301357 0.0024473 0.00300097 0.00335839 0.00170781
threshold=0.083875000000000019 0.084145000000000011 0.087075000000000027 -0.24206999999999998 -0.22383 -0.031244999999999998 -0.48214499999999999 -0.012349999999999998 -0.021529999999999997 -0.023524999999999997 -0.096019999999999994 -0.016354999999999998 -0.0050499999999999998 -0.08595499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -3 -5 -6 -1 8 -7 -9 -8 12 -12 -13
right_child=1 3 -4 4 5 7 10 9 -10 -11 11 13 -14 -15
leaf_value=-0.00082493327191907008 0.002299345840846899 -0.00081847773999816666 -0.0010525064538027618 0.00090720315161589658 -0.00056883620823865156 3.3080074453995068e-05 -0.00049321396217080467 -0.00071233029307479333 0.0023130461132300391 4.5037314674609038e-05 0.0004642839675737226 0.00015009980041492927 -0.00054014378792152683 0.0010274258658219714
leaf_weight=46 51 48 49 61 83 380 74 53 50 2620 55 46 81 47
leaf_count=46 51 48 49 61 83 380 74 53 50 2620 55 46 81 47
internal_value=0 8.8282e-05 -0.000223719 5.38107e-05 6.69577e-05 5.06132e-05 -0.00010501 6.74462e-05 0.000300096 2.9714e-05 1.58341e-06 0.000165049 -0.000127922 0.000602282
internal_weight=0 3346 398 3295 3247 3186 349 3103 430 2673 303 229 136 93
internal_count=3744 3346 398 3295 3247 3186 349 3103 430 2673 303 229 136 93
is_linear=0
shrinkage=0.0995203


Tree=6066
num_leaves=28
num_cat=0
split_feature=18 3 3 5 2 2 17 4 5 3 5 5 21 9 2 2 17 3 17 9 3 17 5 5 5 5 5
split_gain=0.00287487 0.00939646 0.028544 0.00717059 0.0223619 0.0119587 0.0149474 0.00987161 0.0051527 0.0058176 0.00775157 0.00477276 0.00279667 0.00213028 0.00441434 0.0072244 0.00389939 0.00407972 0.0115401 0.00405582 0.0110514 0.005026 0.00401654 0.00351793 0.0049667 0.00457256 0.000793807
threshold=-0.040349999999999997 0.084795000000000023 0.08345000000000001 -0.015214999999999999 -0.086254999999999984 -0.070354999999999987 0.0065250000000000013 0.10739000000000003 -0.010764999999999999 0.085625000000000021 -0.0081349999999999981 0.40249000000000007 -0.10962999999999999 0.084795000000000023 -0.086304999999999993 -0.087804999999999994 0.043850000000000007 0.091475000000000015 0.26760500000000004 0.087695000000000009 0.088605000000000017 0.0065250000000000013 -0.49053999999999998 -0.09583499999999999 -0.088935 -0.15490499999999999 -0.010764999999999999
decision_type=2 2 2 2 2 2 2 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 -6 8 -5 -10 -11 12 -2 14 15 26 19 18 -18 20 -15 -21 -19 25 -25 -16 -14
right_child=11 3 -4 7 5 -7 -8 -9 9 10 -12 -13 13 16 23 -17 17 22 -20 21 -22 -23 -24 24 -26 -27 -28
leaf_value=-0.00027019300532774254 0.0007672423702279283 0.0023963301632451105 0.0027220784633353043 -0.00097909138642677759 0.00051422631226308681 0.0011536822746519096 -0.0019124580497320654 0.0013537896875371643 -0.0010857896414640494 0.0012606953733746609 -5.6787950566899096e-05 -0.00093893402368372923 5.4735383286567609e-05 0.00083715408026936494 -8.1282623710357069e-05 -0.0015587519179626225 -0.001558840160767501 0.0007697318248793217 0.00043126956215541463 -3.3012930849594232e-05 -0.0007140004460665175 0.00096149397390256103 -0.00015474552393817453 0.001149723842335487 5.4132487794561975e-05 -0.00097496931750008081 -0.00046646885465824684
leaf_weight=75 47 52 54 63 52 58 48 48 50 47 745 54 72 217 334 52 65 57 51 581 57 55 253 46 396 69 46
leaf_count=75 47 52 54 63 52 58 48 48 50 47 745 54 72 217 334 52 65 57 51 581 57 55 253 46 396 69 46
internal_value=0 0.000169619 0.00097604 7.94669e-05 0.000606111 1.17427e-05 -0.000642396 -3.57237e-05 -0.000110326 -4.43513e-05 2.03625e-05 -1.35608e-05 6.93611e-06 -7.91535e-06 -0.000116916 -0.000579834 7.42827e-05 -0.000173209 -0.000676821 0.000191041 0.000511481 5.17029e-05 1.25984e-05 -2.28152e-05 0.000170006 -0.000236327 -0.000141509
internal_weight=0 1292 129 1163 210 158 100 953 905 842 792 2452 2398 2351 1015 170 1336 426 116 910 274 636 310 845 442 403 118
internal_count=3744 1292 129 1163 210 158 100 953 905 842 792 2452 2398 2351 1015 170 1336 426 116 910 274 636 310 845 442 403 118
is_linear=0
shrinkage=0.0995203


Tree=6067
num_leaves=20
num_cat=0
split_feature=9 9 0 19 9 10 0 0 0 9 26 26 2 26 26 9 26 0 0
split_gain=0.00250689 0.0247682 0.0281102 0.00338235 0.00294833 0.00262649 0.00584032 0.00340336 0.00262119 0.00240464 0.0022596 0.00653443 0.0140043 0.00396512 0.00332832 0.00438737 0.00866864 0.00210025 0.00136011
threshold=0.084795000000000023 0.085405000000000023 -0.084834999999999994 -0.050215000000000003 0.084595000000000017 0.09056500000000002 0.12433000000000002 -0.044789999999999996 0.019150000000000004 0.084380000000000024 0.085855000000000029 0.091195000000000012 -0.086609999999999993 0.12396500000000002 0.084355000000000027 0.083925000000000013 0.083400000000000016 -0.052884999999999995 -0.087825
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 18 -3 9 6 7 17 -9 10 14 12 -12 -13 15 16 -1 -5 -2
right_child=1 3 -4 5 -6 -7 -8 8 -10 -11 11 13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-1.6276833547513976e-05 0.0007769487226249092 -0.0006536485397042257 0.0034120624646033059 5.0824781998516736e-05 -0.00074630082579190218 0.00065351494813458875 -0.0008641732916270556 0.0011822588939432216 0.00013070036545612723 0.00053620266688887913 0.00015061530183583329 0.00082212312454172829 -0.0021958349402661096 -0.00033819911322501754 0.00069078612294379597 0.00088502524638849663 -0.0012915194741555968 -0.00052030921372975064 0
leaf_weight=950 46 70 46 1764 59 69 70 46 52 71 53 50 47 69 65 48 56 66 47
leaf_count=950 46 70 46 1764 59 69 70 46 52 71 53 50 47 69 65 48 56 66 47
internal_value=0 0.000110016 0.00139739 2.5896e-05 -5.65394e-05 4.93052e-05 2.80294e-05 6.08473e-05 0.000632643 -2.70755e-05 -5.75773e-05 -0.000349921 -0.000944031 0.000142452 0 -4.29857e-05 -8.80783e-05 2.97792e-05 0.000392085
internal_weight=0 2276 139 2137 1468 2067 1998 1928 98 1409 1338 219 100 119 1119 1054 1006 1830 93
internal_count=3744 2276 139 2137 1468 2067 1998 1928 98 1409 1338 219 100 119 1119 1054 1006 1830 93
is_linear=0
shrinkage=0.0995203


Tree=6068
num_leaves=9
num_cat=0
split_feature=17 8 28 19 21 4 17 3
split_gain=0.0181072 0.00502635 0.00391788 0.00362229 0.00240827 0.00228711 0.00214009 0.000743545
threshold=-0.57205499999999987 0.24614500000000003 0.080375000000000016 -1.0000000180025095e-35 -0.091869999999999993 0.15221500000000004 -0.55754499999999996 0.092300000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 -6 -5
right_child=1 -3 -4 4 5 -7 -8 -9
leaf_value=-0.0018524065792775146 0.00065703872997392428 -0.0007750287610711824 -0.00067050638239590744 0.00021175387890225538 0.00057144244069464172 0.00065162530457068516 -1.8674628202308137e-05 0.00080911338787883395
leaf_weight=53 90 81 80 46 62 53 3228 46
leaf_count=53 90 81 80 46 62 53 3228 46
internal_value=0 4.83199e-08 1.76905e-05 3.35414e-05 1.69668e-05 2.89678e-06 -7.30505e-06 0.000519332
internal_weight=0 3686 3605 3525 3435 3343 3290 92
internal_count=3739 3686 3605 3525 3435 3343 3290 92
is_linear=0
shrinkage=0.0995203


Tree=6069
num_leaves=10
num_cat=0
split_feature=17 29 19 9 10 17 7 7 3
split_gain=0.0146833 0.00438945 0.00286531 0.00347828 0.00259364 0.0078288 0.00241833 0.00251133 0.00239979
threshold=-0.57205499999999987 -0.11373499999999999 -1.0000000180025095e-35 0.096305000000000016 0.090150000000000022 -0.55754499999999996 0.078295000000000017 0.089755000000000015 0.083955000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 8 -8 -7
right_child=1 2 4 -5 -6 6 7 -9 -10
leaf_value=-0.0016680547210253395 -0.00089886206258948508 -3.8698229279855194e-05 0.0011891170548534566 0.0011375416546856424 -0.0005882629966936176 0.00026137650052697811 -0.001030077198352017 -3.00972097105911e-05 -2.1046289161917658e-05
leaf_weight=53 53 48 55 49 73 331 46 58 2973
leaf_count=53 53 48 55 49 73 331 46 58 2973
internal_value=0 6.56226e-08 1.3405e-05 0.000547046 -1.00243e-06 1.11406e-05 -7.62994e-06 -0.000480268 6.99951e-06
internal_weight=0 3686 3633 97 3536 3463 3408 104 3304
internal_count=3739 3686 3633 97 3536 3463 3408 104 3304
is_linear=0
shrinkage=0.0995203


Tree=6070
num_leaves=8
num_cat=0
split_feature=17 8 28 19 3 21 21
split_gain=0.0119051 0.0039059 0.003044 0.00237378 0.00208506 0.00228613 0.00187956
threshold=-0.57205499999999987 0.24614500000000003 0.080375000000000016 -1.0000000180025095e-35 0.31589000000000006 -0.091869999999999993 0.13589500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7
right_child=1 -3 -4 4 -6 6 -8
leaf_value=-0.0015020495524871026 0.00053437021977940902 -0.00068325268371979267 -0.00059100341279427532 0.00050454607290012282 0.00067456942154461256 -2.156632840323508e-05 0.00037327410063178111
leaf_weight=53 90 81 80 89 47 3175 124
leaf_count=53 90 81 80 89 47 3175 124
internal_value=0 0 1.5549e-05 2.95469e-05 1.60818e-05 6.70529e-06 -6.47725e-06
internal_weight=0 3686 3605 3525 3435 3388 3299
internal_count=3739 3686 3605 3525 3435 3388 3299
is_linear=0
shrinkage=0.0995203


Tree=6071
num_leaves=15
num_cat=0
split_feature=17 29 0 26 18 18 21 5 5 9 26 21 9 21
split_gain=0.00965371 0.00352278 0.00219034 0.00253583 0.00543274 0.0181988 0.00319 0.00284082 0.0106142 0.00525107 0.00270767 0.00292253 0.0072607 0.00602534
threshold=-0.57205499999999987 -0.11373499999999999 -0.25289499999999993 0.085005000000000011 -0.088855000000000003 -0.092414999999999983 0.11707000000000002 -0.011964999999999998 -0.015214999999999999 0.10054500000000002 0.084645000000000012 -0.032929999999999994 0.084485000000000018 -0.0086749999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 10 5 6 -5 8 -6 -9 11 12 -4 -13
right_child=1 2 3 4 7 -7 -8 9 -10 -11 -12 13 -14 -15
leaf_value=-0.0013525653211087087 -0.00080531316557085769 0.00061867028109172269 -2.1107012446798454e-05 -0.00018806508579623249 2.038206704330675e-05 0.0019409998156770245 0.00055690563813063038 -7.1292464299787644e-05 0.0013078298690267938 -0.0010939066103783503 -0.0006481148675209742 0.00093078709768356889 -0.0014714991985574784 -5.7994664535621505e-05
leaf_weight=53 53 58 117 163 966 65 87 549 68 55 82 64 49 1310
leaf_count=53 53 58 117 163 966 65 87 549 68 55 82 64 49 1310
internal_value=0 0 1.19469e-05 1.87452e-06 7.84835e-05 0.00045702 6.79103e-05 5.18832e-06 0.000105842 -0.000165767 -8.98633e-05 -5.96067e-05 -0.000454167 -1.1342e-05
internal_weight=0 3686 3633 3575 1953 315 250 1638 1034 604 1622 1540 166 1374
internal_count=3739 3686 3633 3575 1953 315 250 1638 1034 604 1622 1540 166 1374
is_linear=0
shrinkage=0.0995203


Tree=6072
num_leaves=18
num_cat=0
split_feature=6 9 3 18 3 3 9 29 6 9 9 6 21 17 9 20 11
split_gain=0.00568919 0.00460457 0.00501343 0.0157539 0.00479472 0.00605314 0.00460059 0.0167644 0.00579409 0.00606899 0.00430272 0.00423778 0.0105786 0.00379477 0.00332824 0.00293784 0.00139949
threshold=-0.098424999999999999 0.13087500000000005 0.082130000000000022 -0.087864999999999985 0.083875000000000019 0.084235000000000018 0.11351500000000002 0.089275000000000007 -0.104035 0.095785000000000023 0.083610000000000032 -0.093749999999999986 0.088120000000000018 -0.55754499999999996 0.09007500000000003 -0.0049799999999999992 -0.072964999999999988
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 10 -6 7 8 9 14 -4 12 -7 -13 15 -1 -5
right_child=1 -3 4 16 5 11 -8 -9 -10 -11 -12 13 -14 -15 -16 -17 -18
leaf_value=-0.00057288204478318718 0.002116631750381496 0.00093151937544733621 3.3408214769876568e-05 -0.00041990628625174171 0.0011246727801234504 -0.00030874800270951162 -0.00097460402172452128 0.0016610846969906635 -0.0012192901737762374 -0.0010124550198823915 -0.0013110931310274787 0.00063769683759681026 0.0016422330789532145 2.6046226589913751e-05 0.00067362049723140806 4.0493153002242068e-05 0.00028260925866838333
leaf_weight=105 50 69 46 46 56 53 67 49 56 70 46 105 56 2451 60 286 72
leaf_count=105 50 69 46 46 56 53 67 49 56 70 46 105 56 2451 60 286 72
internal_value=0 0.000126236 0.000107322 0.000636094 7.54513e-05 9.96023e-05 -0.000189339 -0.000103985 -0.000255297 -0.000150111 -0.000629945 7.77552e-05 0.000686081 5.1493e-05 -1.44503e-05 -0.00012213 1.8097e-06
internal_weight=0 3050 2981 168 2813 2721 693 626 577 521 92 2665 109 2556 451 391 118
internal_count=3743 3050 2981 168 2813 2721 693 626 577 521 92 2665 109 2556 451 391 118
is_linear=0
shrinkage=0.0995203


Tree=6073
num_leaves=20
num_cat=0
split_feature=6 8 3 17 9 3 3 3 9 20 17 19 8 27 26 20 3 8 17
split_gain=0.00479016 0.00992352 0.00391165 0.0142516 0.00433767 0.003858 0.00492592 0.00359182 0.00349825 0.00340606 0.00289001 0.00270296 0.00229139 0.00376913 0.00206257 0.00283529 0.00222469 0.000993069 0.000758882
threshold=-0.10198499999999999 0.10528000000000003 0.082130000000000022 -1.0000000180025095e-35 0.13087500000000005 0.083875000000000019 0.084235000000000018 0.11896500000000003 0.083610000000000032 -0.073489999999999986 -0.55754499999999996 0.13251500000000005 -0.39070999999999995 0.087525000000000019 -0.042444999999999997 0.10971000000000002 0.089605000000000018 0.041960000000000011 -0.092124999999999999
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 18 5 8 -7 9 -4 -1 17 -12 -9 -14 -11 16 -16 -8 -2
right_child=2 -3 4 -5 -6 6 10 12 -10 14 11 -13 13 -15 15 -17 -18 -19 -20
leaf_value=-0.00082376414800736629 0.00024043247090021396 -0.0014634478625853832 3.0083437953930848e-05 0.0020101574600699646 0.00087784960409540726 0.0010127451130655086 0.00023956106111360702 -0.00022926913100753595 -0.0011806128814593187 0.00033062128621807855 2.7751488572270422e-05 0.00058664919511767317 0.0011117397732739545 5.0310110848816916e-06 -8.9132444997638984e-05 0.00043440290875264103 -0.00075391325567763297 0.00087770917728922611 -0.00025433459392421666
leaf_weight=77 64 55 46 49 67 56 51 53 46 86 2508 89 60 65 113 50 94 55 59
leaf_count=77 64 55 46 49 67 56 51 53 46 86 2508 89 60 65 113 50 94 55 59
internal_value=0 -0.0001835 0.000112848 0.000574882 8.53333e-05 6.64216e-05 8.7819e-05 -6.44102e-05 -0.000566367 -0.000224324 6.83537e-05 4.72203e-05 0.000308316 0.0005428 -8.73691e-05 -0.000230427 -0.000394968 0.000578399 0
internal_weight=0 653 3090 172 2918 2851 2759 598 92 420 2703 2597 178 125 343 257 207 106 123
internal_count=3743 653 3090 172 2918 2851 2759 598 92 420 2703 2597 178 125 343 257 207 106 123
is_linear=0
shrinkage=0.0995203


Tree=6074
num_leaves=18
num_cat=0
split_feature=6 8 3 3 4 3 3 9 3 5 0 9 9 20 0 20 0
split_gain=0.00388969 0.00804567 0.00340081 0.00322769 0.0133398 0.00424955 0.00382406 0.00349348 0.00281784 0.00268254 0.00283068 0.0033799 0.00496486 0.00257568 0.00441078 0.00252778 0.000837182
threshold=-0.10198499999999999 0.10528000000000003 0.14940500000000004 0.082595000000000016 0.079660000000000022 0.083875000000000019 0.084235000000000018 0.13087500000000005 0.084550000000000028 -0.53715999999999997 -0.096019999999999994 0.088405000000000025 -0.076039999999999983 0.096345000000000028 -0.15137999999999999 -0.081564999999999985 -0.054850000000000003
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 -2 -5 -7 8 -8 -1 13 12 -12 14 -11 -10 -6
right_child=3 -3 -4 5 16 6 7 -9 15 10 11 -13 -14 -15 -16 -17 -18
leaf_value=0.00054154553482233382 0.0015891995248188589 -0.0013178052410998484 0.00069297140156618267 -0.00063809051100877242 -0.00046371309118239598 0.00091195660472802342 -0.00058936605823137439 0.00079048580264805149 -0.00010892965695784613 0.00013287982121383554 0.00050414838686346222 0.00059643548809715902 -0.0007019558503350053 7.2786362667041639e-05 -0.00089512483179074735 0.00012852903813338046 7.2702493752254641e-05
leaf_weight=52 70 55 54 80 49 56 64 67 561 56 55 76 86 74 145 2078 65
leaf_count=52 70 55 54 80 49 56 64 67 561 56 55 76 86 74 145 2078 65
internal_value=0 -0.000165238 -5.78638e-05 0.000101776 0.000506781 7.58502e-05 9.63505e-05 7.95662e-05 6.16415e-05 -0.0001339 -0.000206953 5.8475e-05 -0.000225684 -0.000419376 -0.000604643 7.77397e-05 -0.000150681
internal_weight=0 653 598 3090 184 2906 2826 2770 2703 544 492 217 141 275 201 2639 114
internal_count=3743 653 598 3090 184 2906 2826 2770 2703 544 492 217 141 275 201 2639 114
is_linear=0
shrinkage=0.0995203


Tree=6075
num_leaves=21
num_cat=0
split_feature=11 11 1 1 17 17 2 5 18 17 2 17 26 4 17 23 4 26 18 4
split_gain=0.00396487 0.00435938 0.00370573 0.0167238 0.00751485 0.0193509 0.00395434 0.00674426 0.00695096 0.00997434 0.0060285 0.0102002 0.00810888 0.00456838 0.00312843 0.00272729 0.00427109 0.00256832 0.000555031 0.000283056
threshold=-0.37931999999999999 -0.11166 -0.087944999999999995 -0.088909999999999989 -0.0069749999999999994 0.084010000000000015 -0.083589999999999984 -0.010074999999999999 -0.015440000000000001 -0.012064999999999999 -0.085944999999999994 -0.010239999999999999 0.087625000000000022 0.14699000000000004 -0.55754499999999996 -0.06266999999999999 0.11240500000000002 0.092955000000000024 -0.087529999999999983 0.081905000000000019
decision_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 14 -6 7 10 9 -9 12 -12 -4 15 18 -8 -17 -16 -3 -7
right_child=1 2 6 -5 5 19 13 8 -10 -11 11 -13 -14 -15 17 16 -18 -19 -20 -21
leaf_value=-0.00070812038184707438 0.0010168391972752867 0.00022075946531915997 -0.00049980062303018864 0.0020443938317106915 0.0024254648432401045 0.00011461827498038681 -0.00065621594450334948 9.0136012984030144e-05 -0.00079405689897488695 0.0017342750884095349 -8.4670722736014022e-05 -0.0019208502846918051 0.00064455122079188742 -0.000880307136244354 -4.0729084671821125e-05 6.1271749255115027e-05 0.00055688346411157533 -0.00071061395044479429 0.00073859217032525384 -0.0002290854635353784
leaf_weight=67 47 46 248 48 47 46 47 184 58 46 59 63 81 49 427 1829 191 66 48 46
leaf_count=67 47 46 248 48 47 46 47 184 58 46 59 63 81 49 427 1829 191 66 48 46
internal_value=0 6.36009e-05 5.10297e-05 0.000244182 0.000124032 0.000782241 -1.0477e-06 -0.000199519 0.000174675 0.000422523 -0.000440288 -0.00103957 -0.000215572 6.78804e-05 -3.04358e-05 9.0754e-05 0.000108539 -0.00013207 0.000493894 -4.83355e-05
internal_weight=0 3676 3629 774 726 139 2855 739 288 230 451 122 329 2116 587 2067 2020 493 94 92
internal_count=3743 3676 3629 774 726 139 2855 739 288 230 451 122 329 2116 587 2067 2020 493 94 92
is_linear=0
shrinkage=0.0995203


Tree=6076
num_leaves=23
num_cat=0
split_feature=17 2 2 26 2 0 17 26 26 9 0 5 24 6 3 17 3 6 26 6 9 20
split_gain=0.00533311 0.00381582 0.00815539 0.0138064 0.00460303 0.0126716 0.0088121 0.0103595 0.0205365 0.00345206 0.00314721 0.00560388 0.00231737 0.00247801 0.00547101 0.0104778 0.00909431 0.00523462 0.01053 0.0039974 0.0020841 0.00163798
threshold=-0.56005499999999986 -0.095204999999999998 -0.10077999999999999 0.081750000000000031 -0.083104999999999998 -0.075709999999999986 0.11180000000000002 0.091195000000000012 0.088325000000000028 0.084155000000000021 0.12461500000000002 0.2686150000000001 -0.065834999999999991 0.098855000000000012 0.097880000000000023 0.066010000000000027 0.10871500000000002 0.091025000000000023 0.11746500000000003 0.089165000000000022 0.08622500000000001 -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
left_child=9 2 10 -4 5 6 7 8 -3 -1 11 20 -6 17 15 -15 -16 19 -19 -14 -2 -22
right_child=1 4 3 -5 12 -7 -8 -9 -10 -11 -12 -13 13 14 16 -17 -18 18 -20 -21 21 -23
leaf_value=-0.0013618781771252955 -0.00044479184894232664 -0.00014302562357749711 0.002035958669167955 -0.00011373727088419573 -0.00059892595794595882 -0.0017327681796075261 0.00086302672468358454 0.00093966037208123262 -0.0017634468736173231 -0.00021005668712076534 -0.0007067222275250174 0.0010966763436306933 4.734796415832175e-05 -0.0016939894505992041 0.0010581352734583007 -1.8763067726977505e-06 -0.00035696526220113851 0.0001385539076031024 0.0018544300480167518 -0.00061920468278395594 -0.00030738909413626441 0.00033582529852763321
leaf_weight=48 89 449 59 58 61 55 74 61 94 60 52 50 1697 60 68 94 132 149 47 94 55 130
leaf_count=48 89 449 59 58 61 55 74 61 94 60 52 50 1697 60 68 94 132 149 47 94 55 130
internal_value=0 -1.94418e-05 0.000237599 0.000963301 -6.01243e-05 -0.000278447 -0.000159263 -0.000285866 -0.000425048 -0.000729558 9.60484e-06 0.000127098 6.15874e-06 2.22753e-05 -0.000219776 -0.000666457 0.000120076 6.58106e-05 0.000554191 1.19071e-05 -4.68453e-05 0.000140174
internal_weight=0 3628 493 117 3135 733 678 604 543 108 376 324 2402 2341 354 154 200 1987 196 1791 274 185
internal_count=3736 3628 493 117 3135 733 678 604 543 108 376 324 2402 2341 354 154 200 1987 196 1791 274 185
is_linear=0
shrinkage=0.0995203


Tree=6077
num_leaves=24
num_cat=0
split_feature=18 18 18 17 18 2 17 2 17 6 8 8 21 5 2 8 0 0 0 9 6 9 21
split_gain=0.00781705 0.00582057 0.0256794 0.00566902 0.00409736 0.00380998 0.0063034 0.0179883 0.00788011 0.00596938 0.0085029 0.00540591 0.00462106 0.00712006 0.00444468 0.00342067 0.00357606 0.0177605 0.00465242 0.00267108 0.00256692 0.00260589 0.00195347
threshold=0.31690500000000005 -0.10082999999999999 -0.10872 -0.54752499999999993 -0.14624999999999996 -0.083104999999999998 -0.0030799999999999998 -0.083589999999999984 -0.010239999999999999 0.085845000000000019 -0.082094999999999987 -0.080364999999999992 -0.026109999999999998 -0.019465 -0.082704999999999987 0.079450000000000021 -0.084084999999999993 -0.082794999999999994 -0.085684999999999997 0.085765000000000022 -0.063485 0.097200000000000022 0.11507000000000002
decision_type=2 2 2 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 7 8 11 12 -11 -3 -8 -14 -7 16 18 -18 -16 -6 22 -22 -5
right_child=-2 5 -4 4 19 14 9 -9 -10 10 -12 -13 13 -15 15 -17 17 -19 -20 -21 21 -23 -24
leaf_value=-0.00079579512976452667 -0.0013119108146622351 0.00010481248797544246 0.0024858250466465704 3.2834531300062511e-06 0.0012759990797700958 0.00090071562595182982 0.00068902958197547277 -0.0022307299707752955 -0.0011903092220820267 0.0014380602520874962 -0.00030671331597865098 -0.00050087372052960439 0 -0.0013207645299406939 3.9770782143227531e-05 0.00069030109849833898 -0.0018498166904487344 -6.55402159077584e-05 0.00099035243733280659 0.0002125088603951447 4.2900848502564318e-05 -0.00077413158074295877 0.0008690765138697589
leaf_weight=65 47 371 48 60 50 54 51 49 79 67 46 239 142 56 972 66 59 893 54 48 115 57 48
leaf_count=65 47 371 48 60 50 54 51 49 79 67 46 239 142 56 972 66 59 893 54 48 115 57 48
internal_value=0 -1.98022e-05 0.000298921 6.01168e-05 0.000209463 -6.89929e-05 -0.000219041 -0.000386155 -0.000253785 0.00011939 0.000720554 -0.000131155 -0.00015014 -0.000370424 9.28828e-06 -1.38617e-05 -3.77714e-05 -0.00017698 9.05993e-05 0.00076346 1.26407e-05 -0.000223101 0.00039566
internal_weight=0 3689 491 443 378 3198 1100 738 689 362 113 610 249 198 2098 2044 1978 952 1026 98 280 172 108
internal_count=3736 3689 491 443 378 3198 1100 738 689 362 113 610 249 198 2098 2044 1978 952 1026 98 280 172 108
is_linear=0
shrinkage=0.0995203


Tree=6078
num_leaves=22
num_cat=0
split_feature=1 18 18 1 1 1 1 10 4 21 5 21 6 8 8 5 2 1 26 18 4
split_gain=0.00689441 0.00467839 0.0208055 0.00352759 0.0105605 0.00524748 0.00490298 0.00355896 0.00341016 0.00434225 0.0111252 0.00671305 0.00463201 0.00325454 0.00353418 0.00223772 0.00183624 0.0101075 0.00660797 0.00121451 0.00041048
threshold=-0.55579999999999996 -0.10082999999999999 -0.10872 -0.083284999999999984 -0.084514999999999993 -0.082344999999999988 -0.081744999999999998 0.086030000000000023 0.088435000000000027 0.10940500000000002 0.27139000000000008 0.11816500000000002 -0.055679999999999993 -0.076194999999999999 -0.080055000000000001 0.066815000000000027 -0.073369999999999991 -0.067015000000000005 0.11861500000000001 -0.022504999999999997 0.10268000000000002
decision_type=2 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 7 -5 -7 13 9 10 15 -11 -13 14 -3 -2 18 -18 -8 -15 -10
right_child=1 3 -4 5 -6 6 16 -9 20 11 -12 12 -14 19 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.0011935731303898719 0.00031843598722118641 -0.00010784948357101264 0.0022384353447225318 0.001040283108875306 -0.0015752846069798942 -0.0010172468822679077 2.0088293632195566e-05 -0.00097208781079561701 -0.0007032159101097832 -0.001046412053621594 0.0015176186622619771 0.00098807599046941193 -0.00034007954528474083 0.00060305784292638814 -0.0008758122349315355 -0.00056591977951334538 -0.0013236309982667205 -1.9975955055746803e-05 0.00097662749743296384 6.9695782247411407e-05 -0.0002440915425619915
leaf_weight=50 63 418 48 47 55 48 1256 48 46 57 70 50 53 68 70 51 63 930 76 123 46
leaf_count=50 63 418 48 47 55 48 1256 48 46 57 70 50 53 68 70 51 63 930 76 123 46
internal_value=0 -1.65915e-05 0.000271485 -6.03914e-05 -0.000244152 -6.72619e-07 -2.16349e-05 -0.000142321 5.30618e-05 0.000198687 0.000529527 -0.000176662 0.000296708 -8.24577e-05 -0.000219686 -7.0016e-05 -7.28256e-07 -0.00010351 7.52802e-05 0.00026387 -0.000482552
internal_weight=0 3686 484 3202 782 2420 2373 727 436 344 184 160 103 679 488 114 2325 993 1332 191 92
internal_count=3736 3686 484 3202 782 2420 2373 727 436 344 184 160 103 679 488 114 2325 993 1332 191 92
is_linear=0
shrinkage=0.0995203


Tree=6079
num_leaves=21
num_cat=0
split_feature=18 3 17 0 17 2 1 1 2 3 17 1 1 0 3 1 6 0 3 18
split_gain=0.00609826 0.00423567 0.0146274 0.00335874 0.00498153 0.00463441 0.00300478 0.00627193 0.0227879 0.0104938 0.00870842 0.00469161 0.00380608 0.00432412 0.00362804 0.00259624 0.00225184 0.00281426 0.00204346 0.000797782
threshold=0.31690500000000005 0.083955000000000016 0.006145000000000002 0.019150000000000004 -0.012064999999999999 -0.082174999999999984 -0.079250000000000001 -0.084059999999999996 -0.083104999999999998 0.090595000000000023 -0.0036050000000000001 -0.07825 -0.085349999999999995 -0.086025000000000004 0.085910000000000028 -0.076894999999999991 -0.48214499999999999 -0.071340000000000001 0.082595000000000016 -0.0079049999999999988
decision_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 18 -6 7 12 -9 10 -10 -8 13 -3 -15 -13 -17 -18 19 -1
right_child=-2 6 -4 -5 5 -7 11 8 9 -11 -12 15 -14 14 -16 16 17 -19 -20 -21
leaf_value=-0.00027163503056284191 -0.0011560764166873359 -0.00079726817851491559 0.0014577334335777652 -0.00068142264196554203 0.0013827390877469809 1.7517624898580735e-05 0.00097584950794334872 -0.0023153777039595204 0.0010180964461615977 -0.001436161447799698 -0.00041158968034179318 -0.00061874061688284266 0.00068805703527384597 0.00044838614777537359 -0.00014424751859289564 0.00069914582243394427 5.4603629505608013e-05 -0.00023150231453854478 -0.00074614649977176981 0.00026050459557638655
leaf_weight=49 47 81 84 61 49 52 49 60 78 47 91 67 64 128 507 46 1634 430 48 64
leaf_count=49 47 81 84 61 49 52 49 60 78 47 91 67 64 128 507 46 1634 430 48 64
internal_value=0 -1.48107e-05 0.000287703 -1.4043e-05 0.000138215 0.000687958 -5.25748e-05 -0.000190878 -0.000598856 -0.000118254 0.000243422 1.26676e-05 -4.54673e-05 -0.000112177 -2.34983e-05 -8.63572e-06 1.03493e-05 -4.60516e-06 -0.000201571 2.25093e-05
internal_weight=0 3689 407 323 262 101 3282 1056 276 216 169 2226 780 716 635 2177 2110 2064 161 113
internal_count=3736 3689 407 323 262 101 3282 1056 276 216 169 2226 780 716 635 2177 2110 2064 161 113
is_linear=0
shrinkage=0.0995203


Tree=6080
num_leaves=13
num_cat=0
split_feature=5 0 9 17 20 3 9 4 6 3 9 3
split_gain=0.00461835 0.0057037 0.00768883 0.00242422 0.00217691 0.00223145 0.00919578 0.0138591 0.00610393 0.00308792 0.00424333 0.00393857
threshold=0.51100000000000012 -0.054850000000000003 0.095285000000000022 -0.54892999999999992 -0.24910499999999999 0.14530500000000005 0.11351500000000002 0.14727500000000002 0.12638500000000005 0.12131500000000002 -0.040564999999999997 0.11769000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 8 7 -7 9 11 -11 -6
right_child=1 2 -4 4 5 6 -8 -9 -10 10 -12 -13
leaf_value=0.00048637568033088006 0.00010320161117990633 -9.8748376848129969e-05 -0.0016652178712735493 0.00048354291080324088 -4.8727695007426891e-05 -3.3123819404962889e-05 -0.00084696616841623993 0.0020730345649232641 -0.0012128668045342035 0.00014248876651228935 -0.00082890480238037838 0.00076537018612877258
leaf_weight=88 88 60 67 76 2889 85 51 48 46 71 114 60
leaf_count=88 88 60 67 76 2889 85 51 48 46 71 114 60
internal_value=0 -0.000504246 -0.0009316 -2.86731e-05 -4.20867e-05 -5.42052e-05 0.000281835 0.000720839 -7.39064e-05 -5.69279e-05 -0.000451675 -3.18866e-05
internal_weight=0 215 127 3528 3440 3364 184 133 3180 3134 185 2949
internal_count=3743 215 127 3528 3440 3364 184 133 3180 3134 185 2949
is_linear=0
shrinkage=0.0995203


Tree=6081
num_leaves=16
num_cat=0
split_feature=5 3 3 17 26 1 3 3 8 26 26 20 17 20 26
split_gain=0.00374443 0.00458557 0.00615243 0.00217162 0.00241158 0.00584636 0.00366974 0.00301017 0.00277508 0.0020272 0.00630427 0.00675098 0.00366783 0.00194535 0.00172927
threshold=0.51100000000000012 0.10871500000000002 0.11462500000000002 -0.42946499999999999 -0.2382 0.62916000000000016 0.14530500000000005 0.13547000000000003 -0.082244999999999999 0.090845000000000023 0.086255000000000012 -0.0093149999999999986 -0.51498499999999992 -0.24910499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 9 -5 6 7 13 -8 10 11 -1 -11 -6 -4
right_child=1 2 14 4 5 -7 8 -9 -10 12 -12 -13 -14 -15 -16
leaf_value=-0.00067764495553379622 -0.0011949700021024673 0.00072612346720269847 -0.0010396182625594492 0.00051768951131308052 0.0004954205339629047 -0.0011782762359131855 2.3725611318361613e-07 -0.00064981462291639964 0.00084757110319050007 -0.00048360910419931554 0.0011969495461078591 0.000822779668656545 0.00061711007689505763 -6.6899571944191644e-05 -0.00020359385278900661
leaf_weight=66 60 51 49 72 62 46 80 87 77 82 68 54 47 2787 55
leaf_count=66 60 51 49 72 62 46 80 87 77 82 68 54 47 2787 55
internal_value=0 -0.000454063 -0.000161979 -2.57964e-05 -5.05371e-05 -6.38315e-05 -4.69925e-05 -7.2298e-05 0.000421023 0.000222228 0.000431373 0 -7.62259e-05 -5.4375e-05 -0.000605362
internal_weight=0 215 155 3528 3211 3139 3093 2936 157 317 188 120 129 2849 104
internal_count=3743 215 155 3528 3211 3139 3093 2936 157 317 188 120 129 2849 104
is_linear=0
shrinkage=0.0995203


Tree=6082
num_leaves=12
num_cat=0
split_feature=17 17 6 3 3 3 6 26 0 4 7
split_gain=0.00355014 0.00736793 0.00162888 0.00745812 0.0101297 0.00835953 0.00373739 0.00187469 0.00659271 0.00610105 0.00279481
threshold=-0.57205499999999987 -0.56005499999999986 0.11884000000000002 0.10850000000000003 0.14530500000000005 0.096265000000000031 0.11481500000000001 -0.23202999999999999 -0.083514999999999992 0.14727500000000002 0.082295000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 5 -5 -4 7 8 -3 10 -9
right_child=1 2 3 4 -6 -7 -8 9 -10 -11 -12
leaf_value=0.00074704828412244285 -0.0012580219335685547 0.00035704878148465265 -0.00020127791855550857 -0.0012520243335353467 0.00071947986444098535 0.0015492712206841529 -0.00085757342473567397 -3.4885418868120319e-05 -0.0012747504556040311 0.00095446211273656194 -0.00063886078657738547
leaf_weight=55 50 47 46 58 46 63 57 3132 50 61 78
leaf_count=55 50 47 46 58 46 63 57 3132 50 61 78
internal_value=0 -5.75983e-05 -4.08748e-05 0.000225377 -0.000372142 0.000802997 -5.7672e-05 -4.38914e-05 -0.000475646 -3.08377e-05 -4.98165e-05
internal_weight=0 3688 3638 213 104 109 3425 3368 97 3271 3210
internal_count=3743 3688 3638 213 104 109 3425 3368 97 3271 3210
is_linear=0
shrinkage=0.0995203


Tree=6083
num_leaves=9
num_cat=0
split_feature=17 17 0 17 7 10 10 9
split_gain=0.00287971 0.00597328 0.00140059 0.00308799 0.00243506 0.00277973 0.00241172 0.00151002
threshold=-0.57205499999999987 -0.56005499999999986 0.12433000000000002 -0.087770000000000001 -0.074779999999999999 0.090860000000000024 0.082245000000000026 0.11296000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 7 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=0.00067270169175307685 -0.0011328232650372372 0.00050798925005289628 0.00088314814440296696 -0.00015358117666638973 -4.0869507661307182e-05 -0.00069624813737492513 0.00057632332665760407 -0.00030875061017610414
leaf_weight=55 50 76 51 62 3097 67 60 225
leaf_count=55 50 76 51 62 3097 67 60 225
internal_value=0 -5.19103e-05 -3.68294e-05 0.000307079 -4.80862e-05 -6.05769e-05 -4.77417e-05 -5.92596e-05
internal_weight=0 3688 3638 113 3525 3449 3382 3322
internal_count=3743 3688 3638 113 3525 3449 3382 3322
is_linear=0
shrinkage=0.0995203


Tree=6084
num_leaves=18
num_cat=0
split_feature=4 2 2 20 2 17 8 26 20 1 0 27 0 21 2 21 3
split_gain=0.0161309 0.0109909 0.0662093 0.00615751 0.00354841 0.00411751 0.00384365 0.00663629 0.00377572 0.00325477 0.00355588 0.00307959 0.00292527 0.00267344 0.00375378 0.00360627 0.000791352
threshold=0.15615500000000004 -0.10598499999999998 -0.122295 -0.240845 -0.086169999999999983 -0.55286000000000002 0.0017700000000000003 -0.0026699999999999996 -0.085594999999999991 -0.50158499999999984 0.019150000000000004 0.079300000000000023 -0.082284999999999983 0.094640000000000016 0.13398000000000002 0.092595000000000025 0.088745000000000032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -3 6 -6 7 -5 -9 -1 11 12 -11 15 -15 -7 -13
right_child=-2 3 -4 4 5 13 -8 8 -10 10 -12 16 -14 14 -16 -17 -18
leaf_value=0.00074561828301446264 0.0018633237048025786 0.00087595337492572649 0.0040894583634420688 -0.0014234800472535062 0.00087764730286046583 2.3192076884710574e-05 0.00033187755906402127 0.00054259571428076647 -0.00037502272926444709 9.2347158072721703e-05 -0.00058087293605180829 1.7667565054302009e-05 0.0011285070195685845 -9.6282432868387819e-05 -0.00084694935695740076 0.00082018392123069139 -0.00054991099798258028
leaf_weight=60 49 75 46 55 53 1980 84 51 317 70 90 46 46 534 76 58 46
leaf_count=60 49 75 46 55 53 1980 84 51 317 70 90 46 46 534 76 58 46
internal_value=0 4.50331e-05 0.00053491 -1.50008e-05 -3.60857e-05 8.96829e-06 -0.000277722 -0.000400712 -0.000245628 7.58928e-05 -5.62043e-05 0.00016688 0.000510296 -8.10928e-06 -0.00019115 4.62756e-05 -0.000257224
internal_weight=0 3687 404 3283 3208 2701 507 423 368 358 298 208 116 2648 610 2038 92
internal_count=3736 3687 404 3283 3208 2701 507 423 368 358 298 208 116 2648 610 2038 92
is_linear=0
shrinkage=0.0995203


Tree=6085
num_leaves=16
num_cat=0
split_feature=27 18 27 18 1 0 1 3 5 17 27 2 21 3 0
split_gain=0.0147842 0.0640162 0.0103559 0.00405114 0.00369355 0.00443326 0.00436571 0.00534736 0.00400232 0.00431693 0.00321962 0.00181572 0.00178978 0.00318882 0.00171661
threshold=1.0000000180025095e-35 -0.089024999999999993 0.11510000000000002 0.23251500000000005 -0.49056499999999997 0.076335000000000014 0.51334500000000016 0.16149500000000003 0.2686150000000001 -0.56005499999999986 -0.015455 -0.01042 0.091485000000000025 0.090360000000000024 -0.095339999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 11 4 8 6 7 10 -1 -10 -6 12 13 14 -3
right_child=1 2 -4 -5 5 -7 -8 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.00013891754624804922 0.00412332756028937 0.00033268317068937373 0.0015023328843406295 0.00067427921912364562 0.00066935171536244126 -0.00081381518341811919 0.00079232554525178087 -0.0010933524817346044 0.00018028792143448107 0.0014360876327924688 -4.9446612665677801e-05 -0.0004033988198619958 -0.00037210371585740963 0.00074501210654696914 -0.00050163356156494095
leaf_weight=78 46 46 51 84 63 74 62 48 59 53 2797 90 54 80 51
leaf_count=78 46 46 51 84 63 74 62 48 59 53 2797 90 54 80 51
internal_value=0 0.000620129 0.000184737 -7.69175e-06 -2.56584e-05 -5.24678e-05 -3.32226e-05 -5.11052e-05 0.000399548 0.00078186 -3.33267e-05 -2.20512e-05 0.000122982 0.00027865 -9.75388e-05
internal_weight=0 418 372 3318 3234 3044 2970 2908 190 112 2860 321 231 177 97
internal_count=3736 418 372 3318 3234 3044 2970 2908 190 112 2860 321 231 177 97
is_linear=0
shrinkage=0.0995203


Tree=6086
num_leaves=11
num_cat=0
split_feature=4 28 17 21 27 27 18 17 0 0
split_gain=0.0131006 0.00926154 0.00434245 0.00444628 0.00311859 0.0166478 0.00421527 0.0110623 0.00391768 0.000781053
threshold=0.15615500000000004 0.083225000000000021 -0.57205499999999987 0.15544000000000005 1.0000000180025095e-35 0.081615000000000021 -0.082304999999999989 0.11639500000000001 0.12433000000000002 -0.093765000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4 -8 -7
right_child=-2 -3 3 -5 5 9 8 -9 -10 -11
leaf_value=0.00090696734527715751 0.0016730645149753932 0.0011939731333767318 -0.00014155898619626939 0.00083488249181767763 0.001988803968626118 0.00014134363374348913 -3.6899488015302925e-07 -0.0016404098666893394 0.0006839548966738636 -0.00018815201596998003
leaf_weight=53 49 67 831 62 48 150 2203 52 86 135
leaf_count=53 49 67 831 62 48 150 2203 52 86 135
internal_value=0 3.44402e-05 1.27531e-05 -3.04057e-07 -1.53113e-05 0.000274065 -4.59484e-05 -0.000230754 2.49841e-05 -1.18609e-05
internal_weight=0 3687 3620 3567 3505 333 3172 883 2289 285
internal_count=3736 3687 3620 3567 3505 333 3172 883 2289 285
is_linear=0
shrinkage=0.0995203


Tree=6087
num_leaves=14
num_cat=0
split_feature=3 28 21 1 9 4 1 4 4 18 21 4 4
split_gain=0.0108055 0.00789259 0.00419541 0.00290639 0.00346759 0.00274546 0.00528636 0.00525997 0.0264938 0.00346542 0.00294742 0.00200968 0.00438967
threshold=0.31589000000000006 0.083225000000000021 0.15544000000000005 -0.49056499999999997 0.094085000000000016 0.10724500000000002 -0.10771499999999999 0.083685000000000023 0.086380000000000026 -0.082304999999999989 0.097640000000000018 0.084900000000000017 0.097375000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 7 -7 9 -9 -5 -8 -1 -13
right_child=-2 -3 -4 5 -6 6 10 8 -10 -11 -12 12 -14
leaf_value=-0.00041267061340359535 0.0014896193852126486 0.0011175178868307468 0.00079697817236775749 -0.00022276070829748771 0.0010031090798054427 -0.0011819057290319646 0 0.0025717575163882837 1.0498781280736266e-05 3.340839348468562e-05 -0.00070667372424735914 0.0010518473769138765 -0.00024176387382497875
leaf_weight=50 51 65 66 727 59 54 318 47 273 1852 71 48 55
leaf_count=50 51 65 66 727 59 54 318 47 273 1852 71 48 55
internal_value=0 3.04684e-05 1.07234e-05 -3.64747e-06 0.00035341 -2.65424e-05 -0.00025735 8.44526e-06 0.000389242 -3.84863e-05 -0.000126901 9.75222e-05 0.000353136
internal_weight=0 3685 3620 3554 212 3342 443 2899 320 2579 389 153 103
internal_count=3736 3685 3620 3554 212 3342 443 2899 320 2579 389 153 103
is_linear=0
shrinkage=0.0995203


Tree=6088
num_leaves=23
num_cat=0
split_feature=19 28 8 8 1 26 26 18 0 18 21 3 0 3 20 20 0 4 4 8 4 1
split_gain=0.00343067 0.00325962 0.00238908 0.00884542 0.018459 0.00402521 0.00503557 0.00371466 0.0070452 0.00542548 0.00318508 0.00687287 0.0122415 0.00959079 0.00452914 0.0130527 0.00667623 0.00236276 0.00515804 0.0016887 0.00135497 0.00225391
threshold=-0.17233499999999999 0.087260000000000018 -0.090274999999999994 -0.092299999999999993 -0.079434999999999992 0.088435000000000027 0.088775000000000021 -0.082304999999999989 -0.080500000000000002 -0.069565000000000002 0.086835000000000009 0.10850000000000003 -0.13955999999999999 0.099950000000000025 -0.014955 -0.0088249999999999978 -0.085684999999999997 0.11785500000000003 0.13491500000000003 -0.44475499999999996 0.11037000000000002 0.18123500000000006
decision_type=2 2 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 17 -5 10 -7 8 -8 -9 14 13 -13 -12 16 -16 -4 20 -19 -20 21 -2
right_child=1 -3 5 4 -6 6 7 9 -10 -11 11 12 -14 -15 15 -17 -18 18 19 -21 -22 -23
leaf_value=-0.00091065751552646358 0 -0.00078823452957737876 -0.00087973950694385065 -0.0024693116344470562 3.0757033997407852e-05 0.0011448256793665959 -0.001307500878011496 0.00091805621867937636 2.4935669536694971e-05 0.00010978881719386179 0.00010773627907213587 -0.0017993727442852884 8.5402530542049657e-05 0.0014397130937125976 0.0015148730732033524 -0.00015961013742844151 -1.3452623369057773e-05 0.0011425698592676418 -0.00040912892046531565 0.00035651652350014593 -0.00066879089608137484 -0.00061982042094744616
leaf_weight=47 346 59 194 49 71 48 49 93 193 751 339 47 122 64 49 771 165 48 67 49 48 70
leaf_count=47 346 59 194 49 71 48 49 93 193 751 339 47 122 64 49 771 165 48 67 49 48 70
internal_value=0 -5.36726e-05 -4.15179e-05 -0.000200015 -0.000983283 -1.40413e-07 0.000145648 0.000100731 -0.000241473 0.000199821 -9.50247e-05 9.67333e-05 -0.000433922 0.000321298 -0.000188752 -5.85511e-05 -0.000483866 -4.9042e-05 0.000273787 -7.86526e-05 -0.00016491 -0.000104802
internal_weight=0 3692 3633 748 120 2885 1134 1086 242 844 1751 572 169 403 1179 820 359 628 164 116 464 416
internal_count=3739 3692 3633 748 120 2885 1134 1086 242 844 1751 572 169 403 1179 820 359 628 164 116 464 416
is_linear=0
shrinkage=0.0995203


Tree=6089
num_leaves=14
num_cat=0
split_feature=19 0 10 10 3 18 18 17 0 17 6 0 3
split_gain=0.00280112 0.00362799 0.00287714 0.00352748 0.00235903 0.00997899 0.00421643 0.00479414 0.00238441 0.00490843 0.0044655 0.00315339 0.00285717
threshold=-0.031244999999999998 -0.069294999999999982 0.090150000000000022 0.086275000000000018 0.084855000000000028 0.088735000000000022 0.084405000000000022 -0.14384499999999997 -0.14680499999999999 -0.079754999999999993 -0.097455 -0.13752999999999999 0.14940500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -2 9 -6 -11 -10 -13
right_child=2 -3 -4 -5 8 -7 -8 -9 11 10 -12 12 -14
leaf_value=-0.0012266868438062641 0.00057475757097207665 0 -0.0006169287876019061 0.00071303126353425305 -0.0010314334915232115 -0.0014449097370311586 0.00082100521741875366 -0.00031891650837688977 0.00064180320242643427 -0.00049181837283188677 0.00035873650975493874 2.9152555786921878e-05 -0.00042567059526078485
leaf_weight=46 70 47 85 62 66 60 46 379 79 121 123 2410 145
leaf_count=46 70 47 85 62 66 60 46 379 79 121 123 2410 145
internal_value=0 -0.000598262 -4.42126e-05 -3.03122e-05 -4.37177e-05 -0.000231975 -8.32985e-05 -0.000177768 -7.94959e-06 -0.000269226 -5.97e-05 2.24897e-05 3.02027e-06
internal_weight=0 93 3646 3561 3499 555 495 449 2944 310 244 2634 2555
internal_count=3739 93 3646 3561 3499 555 495 449 2944 310 244 2634 2555
is_linear=0
shrinkage=0.0995203


Tree=6090
num_leaves=18
num_cat=0
split_feature=28 18 9 9 9 6 9 8 26 18 1 18 3 20 21 18 8
split_gain=0.00263282 0.00239135 0.00226789 0.0146509 0.003044 0.0026216 0.00430686 0.0137093 0.00290263 0.00341454 0.00319007 0.00257587 0.00633264 0.0119411 0.0111144 0.0026921 0.00240145
threshold=0.087260000000000018 -0.45171999999999995 0.085945000000000021 0.085610000000000019 0.08622500000000001 -0.093749999999999986 0.11351500000000002 -0.013304999999999999 0.087260000000000018 -0.17307499999999998 0.0047600000000000012 0.088635000000000019 0.10871500000000002 -0.071149999999999991 0.10683000000000002 0.085685000000000025 -0.51030999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 -4 6 7 -6 9 -7 -10 15 13 -13 -14 16 -3
right_child=-2 2 4 -5 5 8 -8 -9 10 -11 -12 12 14 -15 -16 -17 -18
leaf_value=-0.00059808196097879283 -0.00069635916568962924 0.00060832844391885675 0.00080125772167361615 -0.00168443374231594 7.9728721757880963e-06 0.00050797699726852627 -0.00038722798027627825 0.0016606645516635929 0.00012075334416936862 -0.00034430918197110957 -0.00035490701010962419 0.0018677951754183777 0.00065796074666532903 0 -0.00137478298353248 -0.00084895414096444169 -0.00011439473812953482
leaf_weight=75 62 47 51 57 175 52 72 70 992 399 162 52 53 95 53 48 1224
leaf_count=75 62 47 51 57 175 52 72 70 992 399 162 52 53 95 53 48 1224
internal_value=0 -4.13173e-05 -2.94972e-05 -0.000116537 4.19524e-05 2.13784e-05 0.000283159 0.000483512 -2.98153e-05 -0.000244226 5.32701e-05 -5.91654e-05 0.000230636 0.000655391 -0.000350688 -0.000115373 -8.70252e-05
internal_weight=0 3677 3602 1629 1973 1922 317 245 1605 451 1154 1572 253 147 106 1319 1271
internal_count=3739 3677 3602 1629 1973 1922 317 245 1605 451 1154 1572 253 147 106 1319 1271
is_linear=0
shrinkage=0.0995203


Tree=6091
num_leaves=19
num_cat=0
split_feature=5 8 8 20 20 17 5 1 1 26 26 5 4 1 1 4 4 26
split_gain=0.00239305 0.00221287 0.0126421 0.00338114 0.00916708 0.00359849 0.0032626 0.00320456 0.00370714 0.00326762 0.00474148 0.00275813 0.00186592 0.00364531 0.00249167 0.0014069 0.0022531 0.00185323
threshold=0.63455500000000009 -0.091754999999999989 -0.092844999999999997 -0.014955 -0.010035000000000001 0.51544000000000012 -0.47386999999999996 0.27278500000000011 0.11120500000000003 0.26711000000000013 0.096980000000000025 -0.43873000000000001 0.11785500000000003 0.0099250000000000015 0.5126750000000001 0.11198000000000002 0.093595000000000025 0.087675000000000017
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 7 -5 6 -6 8 9 10 -3 -8 15 -14 -15 16 17 -1
right_child=-2 3 -4 4 5 -7 11 -9 -10 -11 -12 -13 13 14 -16 -17 -18 -19
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leaf_weight=215 58 845 53 58 84 51 51 68 74 53 76 1635 53 62 57 46 46 154
leaf_count=215 58 845 53 58 84 51 51 68 74 53 76 1635 53 62 57 46 46 154
internal_value=0 -3.69751e-05 -0.000198204 0 8.14459e-05 4.17511e-05 1.75315e-05 -0.000137253 -9.34105e-05 -0.000145676 -0.000100948 4.81395e-05 -7.32294e-05 0.000204293 -9.52706e-05 -0.000178549 -0.00011829 -0.000201777
internal_weight=0 3681 686 2995 1879 1821 1770 1116 1048 974 921 1686 633 172 119 461 415 369
internal_count=3739 3681 686 2995 1879 1821 1770 1116 1048 974 921 1686 633 172 119 461 415 369
is_linear=0
shrinkage=0.0995203


Tree=6092
num_leaves=24
num_cat=0
split_feature=0 0 0 4 3 9 5 29 19 6 3 26 10 0 26 0 5 8 0 1 1 8 21
split_gain=0.00423944 0.00344373 0.003194 0.0157753 0.0065106 0.00337444 0.0152762 0.0126994 0.00313766 0.00289205 0.00236394 0.00588625 0.00636932 0.00450816 0.00568694 0.00472168 0.00646859 0.00378517 0.00539298 0.00363091 0.00589776 0.00454523 0.0022542
threshold=-0.069824999999999984 -0.071029999999999996 -0.19126499999999999 0.087270000000000028 0.10871500000000002 0.11351500000000002 -0.15086999999999998 0.097185000000000021 0.13251500000000005 0.17176000000000005 0.11089500000000001 0.11444500000000003 0.086275000000000018 0.12346000000000003 0.093835000000000016 -0.057604999999999996 -1.0000000180025095e-35 -0.07106999999999998 -0.052884999999999995 -0.50597999999999999 -0.52333999999999992 -0.0032949999999999998 -0.015149999999999999
decision_type=2 2 2 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 8 22 10 11 12 19 14 15 -12 -17 -16 -19 20 -2 -21 -4
right_child=9 -3 5 4 -6 6 -8 -9 -10 -11 13 -13 -14 -15 17 16 -18 18 -20 21 -22 -23 -24
leaf_value=-0.0018247265621054807 0.00013841555982776183 -0.00086011779334299392 -0.0003180367004738302 0.00079763515321996253 -0.00050759304927901336 -0.0019593426416169655 0.0004349406383888757 0.0016044323867562204 0.00065052531102018291 0.00093242645453437301 0.0010843633114677 0.0011984641551192623 0.0012309683408651773 -0.0009360483734792564 -0.0010382668918370249 -0.00084661879821522042 0.00055723584502098125 0.00071820978276049123 -0.00072901280811514817 -0.00016520813411013982 -0.0013158456418592029 0.00074538683580840535 -2.7776793131518036e-05
leaf_weight=59 63 56 306 70 82 46 61 47 62 46 69 60 46 50 56 49 96 50 52 128 48 93 2051
leaf_count=59 63 56 306 70 82 46 61 47 62 46 69 60 46 50 56 49 96 50 52 128 48 93 2051
internal_value=0 -8.61195e-05 -7.02565e-05 -0.000442877 8.81133e-05 -3.93814e-05 -0.000586727 -1.53e-05 -4.71091e-05 0.000160998 0.000118784 0.000281016 0.000133224 -4.76593e-05 6.95474e-05 0.000405754 7.7184e-05 -0.00038064 -1.15642e-05 -1.64081e-05 -0.000483079 0.000214279 -6.58074e-05
internal_weight=0 2840 2784 211 152 2573 107 2466 2419 906 860 438 378 422 372 214 145 158 102 332 111 221 2357
internal_count=3746 2840 2784 211 152 2573 107 2466 2419 906 860 438 378 422 372 214 145 158 102 332 111 221 2357
is_linear=0
shrinkage=0.0995203


Tree=6093
num_leaves=28
num_cat=0
split_feature=7 0 9 9 18 0 20 20 8 9 8 4 19 17 17 17 1 3 9 9 5 17 3 3 0 1 0
split_gain=0.00746909 0.00337161 0.00318803 0.00595278 0.00685951 0.00536444 0.005308 0.00367387 0.0039791 0.00445596 0.00301823 0.00295827 0.00284854 0.00262641 0.00527258 0.00814761 0.0325065 0.00684408 0.00603341 0.0117223 0.00309422 0.00343796 0.00341159 0.00462706 0.00398015 0.00227785 0.0021294
threshold=-0.10984999999999999 -0.071799999999999989 0.09550500000000002 0.091690000000000021 0.044095000000000009 -0.066264999999999991 -0.076005000000000003 -0.0033999999999999998 -0.062834999999999988 0.11351500000000002 0.097995000000000013 0.086545000000000025 0.13251500000000005 -0.092124999999999999 -0.0064000000000000003 -0.011809999999999999 -0.083284999999999984 0.084855000000000028 0.11351500000000002 0.099610000000000018 0.12043500000000003 -0.53896499999999992 0.087445000000000023 0.085035000000000013 -0.081909999999999997 -0.040439999999999997 -0.062714999999999993
decision_type=2 2 2 2 2 2 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 -5 -3 -4 -8 26 -10 11 -7 13 20 15 17 -17 -15 19 -16 22 -22 23 -2 -24 -23 -9
right_child=1 2 6 4 -6 10 7 8 9 -11 -12 -13 -14 14 18 16 -18 -19 -20 -21 21 25 24 -25 -26 -27 -28
leaf_value=-0.0010570656190907139 0.00044958478587315794 -0.00087374723726037088 -0.0007785167494854052 0.00025635855657301439 0.0018103335880668803 -0.0002880267902524069 0.00073288756351392898 0.00087163778507502374 -0.0007553157748854426 0.00038749921115349348 0.0010201853009450641 0.00034111135390799412 0.00058740495842216143 0.00062678027862715126 -2.5353200440494951e-05 -0.002764937153003385 6.8590512886939115e-05 -0.00030484319053789363 -0.00096636335579895988 0.001460168112940894 -0.00091903333174594168 -0.00027254736597528208 0.0010587970661627842 -0.00065849237604066497 0.00011106101662173815 0.00046983014476764407 -2.9994799821765067e-06
leaf_weight=68 84 46 81 66 51 103 75 51 104 49 46 255 65 92 1196 62 112 504 62 55 48 98 92 67 88 70 56
leaf_count=68 84 46 81 66 51 103 75 51 104 49 46 255 65 92 1196 62 112 504 62 55 48 98 92 67 88 70 56
internal_value=0 -4.17969e-06 0.000153352 0.000307087 0.00094073 0.00014052 -5.42175e-05 0.000118468 -5.56199e-05 -0.000383966 0.000258033 0.000157816 -6.19431e-05 -7.83029e-05 -0.000129452 -0.000336237 -0.000936353 -0.000159662 -7.56107e-06 3.93032e-05 0.000114979 -0.000175626 0.000307092 -3.66573e-05 0.000600008 3.19039e-05 0.000406233
internal_weight=0 3678 983 567 117 450 416 335 260 153 404 358 2695 2630 2083 770 174 596 1313 1251 547 216 331 151 180 168 107
internal_count=3746 3678 983 567 117 450 416 335 260 153 404 358 2695 2630 2083 770 174 596 1313 1251 547 216 331 151 180 168 107
is_linear=0
shrinkage=0.0995203


Tree=6094
num_leaves=18
num_cat=0
split_feature=7 5 5 20 0 0 6 3 5 5 6 17 8 17 8 19 10
split_gain=0.00605722 0.00299833 0.00410144 0.00291503 0.0028146 0.00474225 0.00372598 0.00556062 0.0183338 0.0058477 0.0044687 0.0105054 0.00321011 0.00764266 0.00673286 0.00239954 0.00203916
threshold=-0.10984999999999999 0.51659500000000014 0.51100000000000012 -0.045109999999999997 -0.071799999999999989 -0.070134999999999989 0.087670000000000012 0.085545000000000024 -0.011204999999999998 -0.067559999999999995 0.085845000000000019 -0.019465 -0.050299999999999997 0.07134500000000002 -0.041669999999999992 0.13251500000000005 0.086175000000000015
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 6 -6 10 8 -8 -9 15 -12 13 -7 -14 -2 -5
right_child=1 3 -4 16 5 12 7 9 -10 -11 11 -13 14 -15 -16 -17 -18
leaf_value=-0.00095186627104498669 -5.0468559903340473e-05 0.00092913431274113721 -0.00088447653177531728 -0.00031428829238619975 0.001075478072688751 0.00051369820079961385 0.00036622133118305604 -0.00054804991695319219 -0.002126165908300805 5.9537962897172088e-05 -0.00042258915526859937 0.0012307803814873702 -0.0012030193524675864 -0.00068103238535332838 4.8147936056523652e-05 0.00057034961882179735 0.0005650112622694796
leaf_weight=68 1608 65 54 58 52 298 58 227 58 502 65 90 49 64 319 64 47
leaf_count=68 1608 65 54 58 52 298 58 227 58 502 65 90 49 64 319 64 47
internal_value=0 -3.67512e-06 -2.36763e-05 0.000404239 -9.98144e-06 0.000155795 -5.88049e-05 -0.000231689 -0.000872916 -0.000128533 2.07073e-05 0.00053215 8.91624e-05 0.000300214 -0.000116223 -2.62156e-05 7.15066e-05
internal_weight=0 3678 3508 170 3454 782 2672 845 116 729 1827 155 730 362 368 1672 105
internal_count=3746 3678 3508 170 3454 782 2672 845 116 729 1827 155 730 362 368 1672 105
is_linear=0
shrinkage=0.0995203


Tree=6095
num_leaves=13
num_cat=0
split_feature=7 1 4 1 4 8 1 18 18 8 36 3
split_gain=0.00491178 0.00267749 0.00520789 0.00482298 0.00362638 0.00239549 0.00275977 0.00219767 0.013802 0.00375333 0.00210591 0.00283661
threshold=-0.10984999999999999 -0.49056499999999997 0.10442000000000003 -0.50597999999999999 0.084755000000000025 0.24853500000000003 0.62256000000000011 -0.015069999999999998 -0.020389999999999998 -0.084324999999999997 0.089535000000000017 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 9 -3 11 -9
right_child=1 5 -4 -5 -6 -7 -8 10 -10 -11 -12 -13
leaf_value=-0.00085713628723270896 0.00019149747645125928 -0.00036751056165728951 0.0010889270083782126 0.00088611819807740634 -0.00092553097904695899 0.00056341447377322175 -0.00075697157818190052 0.00042189620476979173 -0.0015284354167734173 4.1577403068531797e-05 -0.00060319990842842071 1.6588674330560569e-05
leaf_weight=68 61 287 64 46 53 67 52 190 66 973 49 1770
leaf_count=68 61 287 64 46 53 67 52 190 66 973 49 1770
internal_value=0 -3.26508e-06 0.000329909 2.11853e-05 -0.000320642 -2.51092e-05 -3.69928e-05 -2.55213e-05 -0.000125111 -5.09541e-05 3.98036e-05 5.62964e-05
internal_weight=0 3678 224 160 114 3454 3387 3335 1326 1260 2009 1960
internal_count=3746 3678 224 160 114 3454 3387 3335 1326 1260 2009 1960
is_linear=0
shrinkage=0.0995203


Tree=6096
num_leaves=28
num_cat=0
split_feature=2 18 2 3 26 17 8 8 2 18 1 5 18 5 2 2 17 1 17 5 9 2 3 3 2 4 3
split_gain=0.00406799 0.00748737 0.00575354 0.00876024 0.0263129 0.00791879 0.00456848 0.0169077 0.00718587 0.00530845 0.00445558 0.00387714 0.00609445 0.00517896 0.00539395 0.00474168 0.00318881 0.00399562 0.00424405 0.00788287 0.00531348 0.00269984 0.00310109 0.00825278 0.00269656 0.00329132 0.00237654
threshold=-0.076254999999999989 -0.46510999999999997 -0.086169999999999983 0.084895000000000012 0.087825000000000028 -0.0088649999999999996 -0.052214999999999998 -0.068099999999999994 -0.082794999999999994 -0.095364999999999991 -0.50597999999999999 -0.041054999999999994 -1.0000000180025095e-35 -0.034484999999999995 -0.073884999999999992 -0.070354999999999987 -0.020405 0.55657000000000012 0.021725000000000005 -0.46834999999999999 0.097680000000000031 -0.086554999999999993 0.080495000000000025 0.083815000000000014 -0.06454 0.084755000000000025 0.10556500000000002
decision_type=2 2 2 2 2 2 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 5 -4 7 9 -8 -5 -3 12 -2 -13 -15 -16 26 18 19 -18 -20 22 -12 -24 -17 -26 -14
right_child=11 2 3 6 -6 -7 8 -9 -10 -11 21 13 16 14 15 24 17 -19 20 -21 -22 -23 23 -25 25 -27 -28
leaf_value=0.0013618027499020713 0.0010484324294739822 0.00073723593752803745 0.0010895707437778451 -0.00074896317816842582 0.0028978289483316249 -0.00057311382712967767 -0.00027362345046940984 -0.001550149856544543 0.0012644402547812884 0.00022467797627569668 -0.00071017350826843432 -0.0012629329357936301 9.4867726443208185e-05 -0.0010984500991137577 0.0006948141308343261 -0.0008959814741705261 0.00012407139637928526 0.00051989009667172169 -0.00020026634526367984 -0.00088265103276361076 0.00085098181100774111 -0.00078432204360687392 0.00098553561342065417 -0.00015061953303814566 0.00018322278050019689 -0.00033767978733715811 0.0010104196770497817
leaf_weight=47 57 59 48 59 47 69 47 61 80 853 76 48 78 59 66 50 133 85 157 179 68 63 70 658 201 294 46
leaf_count=47 57 59 48 59 47 69 47 61 80 853 76 48 78 59 66 50 133 85 157 179 68 63 70 658 201 294 46
internal_value=0 0.000117714 9.06411e-05 0.000228901 0.000908248 0.000102017 0.000126873 5.26876e-05 0.00068879 0.000160793 -9.72016e-05 -9.30984e-05 5.63116e-05 -0.000261336 -0.000188358 -9.91372e-05 -1.83966e-05 -0.000111319 -0.000212755 -0.00045088 0.000113806 -0.00015493 -0.000104594 -4.02493e-05 -0.000196788 -0.000124508 0.00044111
internal_weight=0 2237 2190 1264 164 117 1100 973 127 912 926 1521 803 718 670 611 746 622 537 312 225 867 804 728 545 495 124
internal_count=3758 2237 2190 1264 164 117 1100 973 127 912 926 1521 803 718 670 611 746 622 537 312 225 867 804 728 545 495 124
is_linear=0
shrinkage=0.0995203


Tree=6097
num_leaves=24
num_cat=0
split_feature=2 18 2 6 6 9 9 5 18 5 2 2 10 4 4 9 21 6 5 6 9 6 20
split_gain=0.00329223 0.0060703 0.00469094 0.0049127 0.00519504 0.00710386 0.00693329 0.00315435 0.00493819 0.00419556 0.00437229 0.00384632 0.00311026 0.00540401 0.00781845 0.00426086 0.00268882 0.00263766 0.00473569 0.00342981 0.00338115 0.00243666 0.00284954
threshold=-0.076254999999999989 -0.46510999999999997 -0.085944999999999994 -0.14539499999999997 0.098855000000000012 0.096305000000000016 0.094010000000000024 -0.041054999999999994 -1.0000000180025095e-35 -0.034484999999999995 -0.073884999999999992 -0.070354999999999987 0.09056500000000002 0.10716000000000002 0.10300500000000003 0.083955000000000016 0.13042000000000004 -0.46885499999999997 -0.49053999999999998 -0.41548999999999997 0.11351500000000002 0.15834000000000004 -0.000135
decision_type=2 2 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 -4 5 6 -5 8 -2 -9 -11 -12 13 14 15 -3 17 18 -10 -19 -21 22 -13
right_child=7 2 3 4 -6 -7 -8 9 16 10 11 21 -14 -15 -16 -17 -18 19 -20 20 -22 -23 -24
leaf_value=0.001226275866683699 0.00094409221494591892 0.00022710433878494679 -0.00078459380076857752 0.00031075194282841371 -0.00051163727421639103 0.0014118094037887747 -0.00078754602223881677 -0.0011372456363620612 0.0010696850449782736 -0.00098913212791447934 0.00062566610515314496 0.00019835748522288428 0.0005198576047160036 -0.0011550481657739212 0.0011816728094923487 -0.00029520054196388996 0.00065878906217217313 -0.00092595683303970723 -0.00016559103360349337 1.6030805785051419e-05 -0.00073580752334461775 -0.0008206709292893999 -0.00029403473510110551
leaf_weight=47 57 211 47 996 82 55 60 48 52 59 66 186 77 49 46 567 54 53 73 446 68 53 306
leaf_count=47 57 211 47 996 82 55 60 48 52 59 66 186 77 49 46 567 54 53 73 446 68 53 306
internal_value=0 0.000105963 8.1546e-05 0.000209224 0.000249064 0.000305946 0.000247573 -8.36725e-05 5.10118e-05 -0.000235442 -0.000169613 -8.91377e-05 -8.42461e-05 -0.000138467 -7.70212e-05 -0.000152495 -1.61289e-05 -6.9979e-05 0.000341735 -0.000162189 -8.18416e-05 -0.000177203 -0.000106223
internal_weight=0 2237 2190 1240 1193 1111 1056 1521 803 718 670 611 950 873 824 778 746 692 125 567 514 545 492
internal_count=3758 2237 2190 1240 1193 1111 1056 1521 803 718 670 611 950 873 824 778 746 692 125 567 514 545 492
is_linear=0
shrinkage=0.0995203


Tree=6098
num_leaves=9
num_cat=0
split_feature=12 10 5 10 10 17 17 3
split_gain=0.00339407 0.00332785 0.00307414 0.00291708 0.0038452 0.00261624 0.0167935 0.00329191
threshold=0.098385000000000028 0.091870000000000021 0.6362850000000001 0.087605000000000016 0.082245000000000026 0.059130000000000009 0.067035000000000025 0.30793000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=-2.0002570445794452e-05 -0.00077952505009371259 0.00076684055899939936 0.00083369723414681467 -0.00075569281064036416 0.00082195737465274948 0.0017565356239830005 3.7753184125492979e-05 -0.0008279840505295374
leaf_weight=2634 51 61 46 48 59 61 747 51
leaf_count=2634 51 61 46 48 59 61 747 51
internal_value=0 3.739e-05 2.49613e-05 1.44e-05 2.50371e-05 1.1342e-05 0.000168526 -3.56546e-05
internal_weight=0 3707 3646 3600 3552 3493 808 2685
internal_count=3758 3707 3646 3600 3552 3493 808 2685
is_linear=0
shrinkage=0.0995203


Tree=6099
num_leaves=22
num_cat=0
split_feature=12 9 3 3 3 9 21 1 6 6 4 3 8 21 5 9 3 3 5 6 3
split_gain=0.00275269 0.00259803 0.00788182 0.0161549 0.00405442 0.00400363 0.00247382 0.00476845 0.00659249 0.0031264 0.00354088 0.00364372 0.00350399 0.00284127 0.00202674 0.00658004 0.0100684 0.006494 0.00376057 0.00221113 0.00192629
threshold=0.098385000000000028 0.084515000000000021 0.084855000000000028 0.084550000000000028 0.014805000000000004 0.084290000000000018 0.10068500000000002 0.070450000000000026 -0.078305 0.10384500000000003 0.079660000000000022 0.11926500000000002 -0.086304999999999993 0.12980000000000003 -0.14118999999999998 0.11408000000000003 0.11523000000000001 0.10377500000000002 -0.10586999999999999 0.12241500000000002 0.085295000000000024
decision_type=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 9 8 -8 10 12 -12 -1 -9 15 16 17 -4 -16 20 -20
right_child=-2 2 14 -5 -6 -7 7 13 -10 -11 11 -13 -14 -15 18 -17 -18 -19 19 -21 -22
leaf_value=-0.00017908315152536806 -0.00070194653042989169 0.00084770825010195767 0.00059580179081478006 0.0022727188597767172 -0.00029406996048986878 -0.00087275828224917407 0.0015815334897725623 -0.0007898307910904587 9.7667603209473702e-05 -0.00089945023519081234 -0.00037350585168777125 0.00015614916595527663 0.00043109518930545748 0.00027950333187855319 -0.00075408432481157295 -0.00075185066024401124 0.0018067685258773931 -0.00069315309365042634 -0.00056848285965399267 -0.00044948478050002604 7.5587231929692784e-05
leaf_weight=160 51 50 119 49 79 60 48 50 81 47 430 181 219 47 62 48 48 57 47 89 1736
leaf_count=160 51 50 119 49 79 60 48 50 81 47 430 181 219 47 62 48 48 57 47 89 1736
internal_value=0 3.36909e-05 9.59103e-05 0.000733243 0.000142134 -7.78074e-05 -3.93944e-05 0.000257914 0.00065615 -0.000104978 -6.64337e-05 -0.000215263 0.00017134 -0.00026326 4.41134e-05 0.000298559 0.000527302 0.000173705 7.90455e-06 3.35787e-05 5.81504e-05
internal_weight=0 3707 2384 178 129 1323 1263 226 129 1037 990 611 379 97 2206 272 224 176 1934 1872 1783
internal_count=3758 3707 2384 178 129 1323 1263 226 129 1037 990 611 379 97 2206 272 224 176 1934 1872 1783
is_linear=0
shrinkage=0.0995203


Tree=6100
num_leaves=21
num_cat=0
split_feature=20 18 26 17 17 6 1 18 20 0 1 26 26 18 0 0 0 0 5 3
split_gain=0.0171551 0.00598723 0.00885268 0.00405682 0.0437102 0.00549851 0.0109481 0.00640809 0.00819542 0.00737432 0.00623757 0.00271487 0.00825094 0.00742625 0.0027418 0.00846313 0.00470894 0.00458805 0.00302574 0.00201857
threshold=-0.41270499999999993 0.23251500000000005 0.08896500000000003 -0.011809999999999999 -0.0096999999999999986 0.098855000000000012 -0.073104999999999989 -0.077844999999999998 -0.079725000000000004 -0.071029999999999996 -0.068094999999999989 0.11127500000000003 0.11790500000000002 0.089365000000000014 -0.080674999999999983 -0.082339999999999983 -0.085605000000000001 -0.079805000000000001 0.0016150000000000003 0.11165000000000001
decision_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 11 -5 7 -7 8 -6 -9 -8 14 -13 -14 15 16 -2 -16 -17 -19
right_child=1 2 -4 4 5 6 10 9 -10 -11 -12 12 13 -15 17 18 -18 19 -20 -21
leaf_value=-0.0019702508660683995 0.00016466831393188933 8.7629548382727368e-05 -0.0018083946392663526 -0.0030597000966217647 0.00010468133495050547 -0.0018650861846979424 0.00065718526602427814 0.00016959432636407231 -0.0012457166428311631 -0.00043340542199573413 -0.00056080064538929384 0.0013988354260195612 0.00067670132883670541 -0.00087337889333957556 -0.00097721739668362698 0.0015159302068931098 -0.00042686475123483329 -0.00017758231138165713 0.00042467576330484349 0.00018487617270162345
leaf_weight=48 521 48 48 50 87 48 60 1149 89 243 134 58 66 57 58 52 179 444 54 230
leaf_count=48 521 48 48 50 87 48 60 1149 89 243 134 58 66 57 58 52 179 444 54 230
internal_value=0 -7.56642e-05 -0.000851856 -5.46156e-05 -0.000156591 -7.59423e-05 -0.000517522 -7.26823e-06 -0.000573539 6.37412e-05 -0.000179884 5.52481e-05 0.000419957 -3.49731e-05 1.1795e-05 0.000138912 1.22354e-05 -0.000127054 0.000967731 -5.26801e-05
internal_weight=0 3675 96 3579 1860 1810 242 1568 176 1392 194 1719 181 123 1538 806 700 732 106 674
internal_count=3723 3675 96 3579 1860 1810 242 1568 176 1392 194 1719 181 123 1538 806 700 732 106 674
is_linear=0
shrinkage=0.0995203


Tree=6101
num_leaves=16
num_cat=0
split_feature=6 18 2 9 17 17 5 18 6 6 19 18 1 1 2
split_gain=0.0129219 0.00552735 0.00838821 0.00523591 0.00294847 0.0360095 0.00515358 0.00486444 0.00283392 0.00334264 0.00381108 0.0031388 0.00480072 0.00447142 0.00298112
threshold=0.23663500000000004 0.22074500000000005 -0.078784999999999994 0.15321500000000005 -0.011809999999999999 -0.0096999999999999986 0.060575000000000011 -0.077844999999999998 1.0000000180025095e-35 -0.011749999999999998 0.088935000000000028 -0.087529999999999983 -0.089819999999999997 -0.089819999999999997 -0.089549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 -6 7 -7 9 14 -11 12 -10 -13 -1
right_child=-2 2 -4 -5 5 6 -8 -9 11 10 -12 13 -14 -15 -16
leaf_value=-0.00039701626979492916 -0.0016488288867775524 -0.0016910728982962708 0.00013715508846359959 -0.0010593469264740581 -0.0027551981481846134 -0.00045748270271717551 -0.00090263913991854941 5.0800964466511668e-05 0.00024338991865704941 -0.0001302980218679041 -0.00098489876695234549 -1.1809461313211148e-05 -0.00078538041612716226 0.00063618707606040762 0.00016606944449821899
leaf_weight=109 52 51 47 50 50 213 67 1493 135 269 65 172 67 263 620
leaf_count=109 52 51 47 50 50 213 67 1493 135 269 65 172 67 263 620
internal_value=0 -6.80285e-05 -0.000805917 -4.75606e-05 -3.29685e-05 -0.000121039 -4.62915e-05 -1.21802e-05 6.09923e-05 -3.78166e-05 -0.000299064 0.000227166 -9.37834e-05 0.000378086 8.0754e-05
internal_weight=0 3671 98 3573 3523 1823 1773 1706 1700 1063 334 637 202 435 729
internal_count=3723 3671 98 3573 3523 1823 1773 1706 1700 1063 334 637 202 435 729
is_linear=0
shrinkage=0.0995203


Tree=6102
num_leaves=22
num_cat=0
split_feature=20 9 9 9 8 8 8 6 4 17 5 17 26 26 9 6 1 36 1 11 3
split_gain=0.0124739 0.00402943 0.0181666 0.0564893 0.00509465 0.0048988 0.00622086 0.00580697 0.00470218 0.00469271 0.00386655 0.00695755 0.00298448 0.00406238 0.00397709 0.00427038 0.0034826 0.00313491 0.0043205 0.00375587 0.00405505
threshold=-0.41270499999999993 0.087885000000000019 0.089025000000000021 0.088770000000000029 0.24614500000000003 -0.054384999999999996 -0.049139999999999996 0.12080000000000003 0.10739000000000003 0.51362000000000008 -0.0033300000000000001 0.048565000000000011 0.087865000000000013 0.088685000000000028 0.087215000000000015 0.088315000000000018 -0.085349999999999995 0.088655000000000025 -0.50954999999999984 -0.0074899999999999993 0.10807500000000002
decision_type=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 10 5 7 -7 9 -8 -4 11 -3 17 -14 15 16 -15 18 -2 -20 -21
right_child=1 2 4 -5 -6 6 8 -9 -10 -11 -12 -13 13 14 -16 -17 -18 -19 19 20 -22
leaf_value=-0.0016760363195307019 -0.00083597144953115841 0.00073942899008508898 -0.00015748205955133464 -0.0040800176322609962 -0.0010794021972550089 0.0012163791627792945 -1.5080739001757022e-06 -0.0012139405274264365 0.0010076762670548148 0.00083557172010459522 -0.00094378221140138587 -0.00081064968274730984 0.00095262275933952971 0.00070989336104167796 0.00093798386564924476 -0.0008965878957122984 -0.00016357608107993947 0.00073734741492254279 -0.00068141400319304379 -6.6167665501364864e-05 0.00033186942770926101
leaf_weight=48 66 73 775 47 46 56 427 49 51 50 46 47 74 72 49 47 119 52 79 1123 327
leaf_count=48 66 73 775 47 46 56 427 49 51 50 46 47 74 72 49 47 119 52 79 1123 327
internal_value=0 -6.03977e-05 -0.00017485 -0.00103341 -4.8515e-05 -1.4254e-05 0.000222593 -0.000159901 0.000104454 -9.63047e-05 -0.000165881 0.000125493 3.42107e-05 0.000293525 0.000120731 -4.40877e-05 0.000161404 -2.21304e-05 -4.74041e-05 -1.28298e-05 2.3032e-05
internal_weight=0 3675 1667 213 1454 1408 534 874 478 825 166 120 2008 361 287 238 191 1647 1595 1529 1450
internal_count=3723 3675 1667 213 1454 1408 534 874 478 825 166 120 2008 361 287 238 191 1647 1595 1529 1450
is_linear=0
shrinkage=0.0995203


Tree=6103
num_leaves=13
num_cat=0
split_feature=21 20 18 17 17 6 1 18 4 4 8 5
split_gain=0.0108222 0.00852999 0.0109309 0.00343965 0.0281784 0.00450662 0.00993526 0.00474469 0.00239645 0.00432153 0.00297228 0.00323038
threshold=-0.10962999999999999 -0.24910499999999999 0.23251500000000005 -0.011809999999999999 -0.0096999999999999986 0.098855000000000012 -0.072579999999999992 -0.077844999999999998 0.10876500000000001 0.12028000000000003 -0.11257499999999999 -0.0018599999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 8 -5 7 -7 -6 10 -10 -3 -12
right_child=1 2 -4 4 5 6 -8 -9 9 -11 11 -13
leaf_value=-0.0012572170872867544 0.0012412514895820796 -0.00055720408553939344 -0.0011441678556425409 -0.0024640245789807791 -0.00049966314760010089 -0.0017219913747834998 -0.00012594933330744738 5.4656019857774238e-05 0.0010314473237698345 -0.00011083681433761223 0.00023060112598542585 -6.6491103014959082e-05
leaf_weight=75 50 81 91 50 172 50 176 1377 67 62 637 835
leaf_count=75 50 81 91 50 172 50 176 1377 67 62 637 835
internal_value=0 -4.88451e-05 -6.70006e-05 -3.88167e-05 -0.000133581 -6.74739e-05 -0.000482679 -6.36676e-06 6.35179e-05 0.000476097 2.87199e-05 6.15178e-05
internal_weight=0 3648 3598 3507 1825 1775 226 1549 1682 129 1553 1472
internal_count=3723 3648 3598 3507 1825 1775 226 1549 1682 129 1553 1472
is_linear=0
shrinkage=0.0995203


Tree=6104
num_leaves=18
num_cat=0
split_feature=1 1 17 18 3 11 9 2 20 0 20 3 9 29 9 21 5
split_gain=0.00352916 0.0221119 0.00455711 0.00384872 0.00401605 0.00240705 0.00263861 0.00529728 0.0033784 0.00334037 0.00932027 0.00585778 0.00299745 0.00931081 0.00175588 0.000954295 0.000715005
threshold=-0.16272499999999998 -0.28064499999999998 -0.56368999999999991 0.086510000000000017 0.099145000000000025 -0.37931999999999999 0.11891000000000003 -0.049174999999999996 -0.24910499999999999 -0.19126499999999999 -0.066619999999999999 0.09587500000000003 0.11296000000000002 0.11485000000000002 0.09227500000000001 0.087625000000000022 0.23560500000000004
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 16 -2 8 -8 -7 10 -10 -12 13 -11 -6 -5 -4
right_child=5 -3 3 15 14 6 7 -9 9 12 11 -13 -14 -15 -16 -17 -18
leaf_value=0.00094883118554943196 -0.00061278724579439086 0.0023930930041310508 -0.00014827413355595359 0.00076686513301358608 -0.0012489368886219889 0.00077670024381844185 0.0010450761520604968 -0.00014664197729004653 -0.0014967535080584599 4.8913400798760457e-05 0.00090425964092107427 -0.00041961867370113824 -0.00052594578049956243 0.0014477948819555436 -0.0003471368702552555 0.00011243244499225685 0.00039880520643811152
leaf_weight=51 53 47 46 46 46 61 77 69 53 2781 51 94 85 48 46 49 46
leaf_count=51 53 47 46 46 46 61 77 69 53 2781 51 94 85 48 46 49 46
internal_value=0 0.000372877 8.2668e-05 -7.27289e-05 -0.000340835 5.11854e-05 6.20348e-05 0.00047626 4.27169e-05 2.80667e-05 -0.000366944 4.03757e-05 5.51877e-05 7.29378e-05 -0.000806935 0.000437933 0.000116367
internal_weight=0 377 330 279 184 3372 3319 146 3173 3112 198 145 2914 2829 92 95 92
internal_count=3749 377 330 279 184 3372 3319 146 3173 3112 198 145 2914 2829 92 95 92
is_linear=0
shrinkage=0.0995203


Tree=6105
num_leaves=17
num_cat=0
split_feature=1 1 17 4 3 4 2 1 11 9 18 18 18 1 2 3
split_gain=0.00286519 0.0179242 0.00369412 0.00449941 0.00879879 0.00648515 0.00260582 0.0020747 0.00185054 0.00207152 0.00175004 0.00396382 0.00340455 0.00617435 0.00262017 0.00213659
threshold=-0.16272499999999998 -0.28064499999999998 -0.56368999999999991 0.10300500000000003 0.11089500000000001 0.084755000000000025 -0.097214999999999996 -0.15143499999999999 -0.37931999999999999 0.15091000000000004 0.088735000000000022 0.085685000000000025 0.10085500000000001 -0.000195 -0.013944999999999999 0.085505000000000012
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 -4 -2 -9 10 11 15 13 -12 -14 -10
right_child=7 -3 3 4 -6 -7 -8 8 9 -11 12 -13 14 -15 -16 -17
leaf_value=0.00085440328558140423 -0.00058246290110493194 0.0021549320338827551 -0.00044684936779889505 0.0013695742327022428 -0.00035485614824904874 -0.0011985690184448394 0.00057840510322416288 -0.00053715568983531635 -0.00011838996259412414 0.00062730300246651609 -0.00011970152757141402 0.00073756952191757002 -2.2917283768716666e-05 -0.0013498780245381039 0.00066681534052882819 0.00011385602319354012
leaf_weight=51 51 47 46 52 66 63 52 51 487 64 190 91 357 52 64 1965
leaf_count=51 51 47 46 52 66 63 52 51 487 64 190 91 357 52 64 1965
internal_value=0 0.000335984 7.44408e-05 -6.51989e-05 0.000398125 -0.000409863 8.88099e-05 4.60672e-05 5.5966e-05 6.54668e-05 5.39958e-05 9.16988e-05 -8.9383e-05 -0.00038742 7.99908e-05 6.7395e-05
internal_weight=0 377 330 279 118 161 98 3372 3321 3270 3206 2543 663 242 421 2452
internal_count=3749 377 330 279 118 161 98 3372 3321 3270 3206 2543 663 242 421 2452
is_linear=0
shrinkage=0.0995203


Tree=6106
num_leaves=15
num_cat=0
split_feature=30 29 6 1 9 3 9 1 2 6 6 3 11 2
split_gain=0.00281796 0.00223437 0.00451789 0.0026 0.00464207 0.0143625 0.00502439 0.00283734 0.00821053 0.0023553 0.00812814 0.00361072 0.00218097 0.00355378
threshold=0.12577500000000003 0.096845000000000028 0.23153500000000005 -0.083684999999999996 0.088285000000000016 0.08920500000000002 0.09550500000000002 -0.081744999999999998 -0.082794999999999994 0.089810000000000015 0.094100000000000031 0.084895000000000012 1.0000000180025095e-35 0.096520000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -6 -7 8 -5 11 -11 -1 13 -9
right_child=-2 -3 -4 7 5 6 -8 12 -10 10 -12 -13 -14 -15
leaf_value=-0.00011484638081379938 -0.00070448655757228732 -0.00041902476584004366 0.0010403275344448028 -0.0014154925244118258 0.0018940916918895755 0.00065389319889032772 -0.00027770097196353876 7.5536441656145009e-05 0.00029665041114132316 -0.0012976374243094579 0.00036310822446585542 0.0003914953096832381 0.00072644525674746762 -0.00031142843972574381
leaf_weight=255 46 87 49 50 62 113 115 2180 61 50 69 303 46 263
leaf_count=255 46 87 49 50 62 113 115 2180 61 50 69 303 46 263
internal_value=0 7.77042e-05 8.98818e-05 7.6596e-05 0.000216027 0.000549614 0.00018042 2.44236e-05 -0.00046721 7.1922e-05 -0.000327805 0.000158636 4.66775e-05 3.35428e-05
internal_weight=0 3703 3616 3567 967 290 228 2600 111 677 119 558 2489 2443
internal_count=3749 3703 3616 3567 967 290 228 2600 111 677 119 558 2489 2443
is_linear=0
shrinkage=0.0995203


Tree=6107
num_leaves=13
num_cat=0
split_feature=30 10 1 27 9 5 4 4 9 29 20 21
split_gain=0.00228613 0.00212515 0.00428044 0.0137 0.00531568 0.0027619 0.00261596 0.00205168 0.00596135 0.00247171 0.00334824 0.00555278
threshold=0.12577500000000003 0.090150000000000022 -0.16272499999999998 0.07692000000000003 0.094085000000000016 0.27608500000000008 0.085990000000000025 0.13279000000000005 -0.073629999999999987 0.096845000000000028 -0.24910499999999999 0.14495000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 9 -9 10 -4 -12
right_child=-2 -3 7 -5 -6 -7 -8 8 -10 -11 11 -13
leaf_value=-0.00036663543441235876 -0.00063437581258537481 -0.00040616757789026421 0.00079080503444220148 0.0020166383693561826 0.00087270940614243354 -0.00072513028831824823 0.00043255311670491544 -0.00019077231538264656 0.00098164428173774928 -0.00056910215281984352 4.3852701989346426e-05 -0.0010576839588926684
leaf_weight=67 46 90 58 46 78 51 101 86 84 67 2929 46
leaf_count=67 46 90 58 46 78 51 101 86 84 67 2929 46
internal_value=0 6.99931e-05 8.20808e-05 0.000416847 0.000166311 -8.15451e-05 0.000108956 4.67159e-05 0.000383724 2.79707e-05 4.14302e-05 2.65454e-05
internal_weight=0 3703 3613 343 297 219 168 3270 170 3100 3033 2975
internal_count=3749 3703 3613 343 297 219 168 3270 170 3100 3033 2975
is_linear=0
shrinkage=0.0995203


Tree=6108
num_leaves=16
num_cat=0
split_feature=28 19 3 6 1 3 3 20 17 2 2 2 0 38 1
split_gain=0.025305 0.0137849 0.00524488 0.0219872 0.00371128 0.00378186 0.00404717 0.00740687 0.00613403 0.00377017 0.00384933 0.00242125 0.00181654 0.00171779 0.00107839
threshold=0.083225000000000021 0.14061500000000002 0.081685000000000021 0.079640000000000016 0.52078500000000016 0.096265000000000031 0.10960500000000002 -0.096095 0.060860000000000011 -0.087614999999999985 -0.082234999999999989 -0.089054999999999995 -0.096019999999999994 -0.080750000000000002 -0.0032650000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 9 8 -8 -7 11 -11 -4 -1 -14 -15
right_child=-2 -3 4 -5 -6 6 7 -9 -10 10 -12 -13 13 14 -16
leaf_value=-0.00050776336524545351 -0.0018935897957021942 0.0017195599595342388 -1.8428301628072322e-05 -0.0022389995918050206 0.00091659634937048175 -0.00050614311182443786 0.00088144363527953024 -5.3285483575390867e-05 0.00019236833132960096 0.00038419955150253944 6.8094073265188894e-05 -0.00064339899068353108 -0.00019599387372435664 0.00080296663451922645 0.00014160799188626922
leaf_weight=48 68 48 289 52 49 394 96 662 180 650 943 79 69 46 60
leaf_count=48 68 48 289 52 49 394 96 662 180 650 943 79 69 46 60
internal_value=0 4.39014e-05 2.14379e-05 -0.000395968 5.60296e-05 4.29757e-05 -8.60599e-05 6.40172e-05 -0.000285672 0.00013104 0.00019759 -0.000154818 3.01261e-05 0.000182339 0.000436336
internal_weight=0 3665 3617 275 3342 3293 1332 758 574 1961 1593 368 223 175 106
internal_count=3733 3665 3617 275 3342 3293 1332 758 574 1961 1593 368 223 175 106
is_linear=0
shrinkage=0.0995203


Tree=6109
num_leaves=18
num_cat=0
split_feature=3 18 21 21 21 1 2 6 4 4 0 0 9 9 18 38 8
split_gain=0.0142374 0.0677074 0.00412742 0.0127706 0.00451285 0.00351499 0.00478426 0.00321821 0.00399401 0.00950388 0.00342698 0.00415295 0.00332451 0.00435135 0.00431019 0.00248776 0.00191008
threshold=0.081685000000000021 -0.091594999999999996 -0.079279999999999989 -0.083919999999999995 -0.032064999999999996 -0.01538 -0.084154999999999994 -0.23827499999999999 0.11805500000000003 0.13584500000000002 -0.13056499999999996 -0.066264999999999991 0.091405000000000028 0.091750000000000012 -0.011569999999999999 -0.080750000000000002 -0.090134999999999993
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 -4 -2 -7 10 12 -10 -6 -12 14 -14 -9 -3 -17
right_child=2 15 4 -5 7 6 -8 8 9 -11 11 -13 13 -15 -16 16 -18
leaf_value=-0.0041651168241536576 -0.00044821005309283362 -0.00054905017550917114 -0.00069743027967882965 0.0018380261682039076 0.00098391670738645545 0.00092177237457924887 -0.00018442935681146027 0.0002976827211381819 -0.0013553091681427335 0.00041382745229024309 -0.00046276552275202306 0.00072632782678990653 -0.0010004638698721841 -4.6659260137167471e-05 -1.335725450112321e-05 0.00053841289722003313 -0.00011197928892309027
leaf_weight=46 75 59 82 52 73 79 74 823 65 55 60 56 50 967 941 85 91
leaf_count=46 75 59 82 52 73 79 74 823 65 55 60 56 50 967 941 85 91
internal_value=0 -0.000673428 6.32009e-05 0.000429698 3.05913e-05 0.000104909 0.000381396 5.01759e-05 2.3954e-05 -0.000537633 0.00044833 0.000104222 4.84808e-05 -9.43573e-05 0.000131295 6.5692e-06 0.000197479
internal_weight=0 281 3452 280 3172 228 153 3090 2901 120 189 116 2781 1017 1764 235 176
internal_count=3733 281 3452 280 3172 228 153 3090 2901 120 189 116 2781 1017 1764 235 176
is_linear=0
shrinkage=0.0995203


Tree=6110
num_leaves=17
num_cat=0
split_feature=28 19 9 9 0 0 9 9 3 18 18 17 0 8 8 0
split_gain=0.0204542 0.0109551 0.00290635 0.0269702 0.00457795 0.00862692 0.00679673 0.00572594 0.00391951 0.00285287 0.0062378 0.00502049 0.00435955 0.00282616 0.00416544 0.00347997
threshold=0.083225000000000021 0.14061500000000002 0.087885000000000019 0.088135000000000033 -0.087394999999999987 -0.086775000000000005 0.087495000000000031 0.08709500000000002 0.14530500000000005 0.09679500000000002 0.089365000000000014 0.0021900000000000005 -0.088174999999999989 -0.073439999999999991 -0.070649999999999991 -0.070134999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 9 -6 7 -7 13 10 12 -11 -1 15 -15 -5
right_child=-2 -3 3 8 5 6 -8 -9 -10 11 -12 -13 -14 14 -16 -17
leaf_value=-4.5388287025230401e-06 -0.0017032954389860589 0.0015324433677710437 -0.0023786079599776942 2.154432531798444e-05 0.0014006911758771068 0.00016300449689377446 0.0012469159562855776 -0.00096172264920111781 0.00082509159278276831 -0.0013168564207996719 0.001011806992381573 6.5143367475373911e-05 -0.00089083196517664252 -0.0010217830781301613 -0.00010576788056931276 0.00068969295774847178
leaf_weight=679 68 48 49 655 60 910 55 47 54 47 56 56 60 53 748 88
leaf_count=679 68 48 49 655 60 910 55 47 54 47 56 56 60 53 748 88
internal_value=0 3.86234e-05 1.85731e-05 -7.87144e-05 0.000100325 0.000239341 0.000169677 0.000106912 -7.67969e-06 -6.47159e-05 0 -0.00055753 -7.76055e-05 -3.73353e-05 -0.0001674 0.000101781
internal_weight=0 3665 3617 1647 1970 1072 1012 957 1598 898 795 103 739 1544 801 743
internal_count=3733 3665 3617 1647 1970 1072 1012 957 1598 898 795 103 739 1544 801 743
is_linear=0
shrinkage=0.0995203


Tree=6111
num_leaves=17
num_cat=0
split_feature=28 2 17 26 26 1 17 20 20 1 3 21 18 3 6 18
split_gain=0.0165861 0.00434933 0.0114797 0.00526662 0.010019 0.00396799 0.00985238 0.00545819 0.00640468 0.00510504 0.00344469 0.00234085 0.00227918 0.00473466 0.00205376 0.00182589
threshold=0.083225000000000021 -0.097214999999999996 0.053575000000000012 -0.23202999999999999 -0.14678499999999997 -0.007069999999999999 0.51392000000000015 -0.037429999999999998 -0.066104999999999983 -0.0090649999999999984 0.15108000000000005 -0.0086749999999999987 -0.060544999999999995 0.11125500000000002 0.041585000000000011 -0.12363
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -3 -5 6 9 8 -7 -6 -9 -1 15 14 -14 -13
right_child=-2 3 -4 4 5 7 -8 10 -10 -11 -12 12 13 -15 -16 -17
leaf_value=0.00056499845379324044 -0.0015337831134318652 -0.00088652447739137206 -0.0013927202057071124 0.0014392779280906892 8.6017923532874781e-05 -0.00012360337114021233 0.0015111432869975511 7.6964706978102881e-05 -0.0009589703936748956 0.00092043342716560564 0.00094163624004451945 -4.0871204377294428e-05 -0.00042601705047939188 0.00089088595710704271 0.00028562915588609648 -0.00081169754369563051
leaf_weight=55 68 55 73 54 1789 522 52 468 111 76 51 58 120 52 59 70
leaf_count=55 68 55 73 54 1789 522 52 468 111 76 51 58 120 52 59 70
internal_value=0 3.48018e-05 -0.000241739 7.74368e-05 9.46756e-05 7.07501e-05 0.00015861 -7.4744e-05 -0.000271383 0.00012046 0.00016351 -3.68107e-05 -0.00013129 5.21912e-05 -0.000186879 -0.000468813
internal_weight=0 3665 487 3178 3123 3069 1917 1152 633 1865 519 414 359 231 179 128
internal_count=3733 3665 487 3178 3123 3069 1917 1152 633 1865 519 414 359 231 179 128
is_linear=0
shrinkage=0.0995203


Tree=6112
num_leaves=23
num_cat=0
split_feature=18 3 0 8 10 8 8 0 0 1 2 29 17 18 0 9 20 8 3 0 5 3
split_gain=0.0174101 0.0793257 0.0203834 0.004743 0.00370428 0.00423097 0.0137589 0.00626648 0.0111771 0.0151131 0.00484403 0.0040733 0.00434898 0.00371617 0.0100743 0.00374998 0.00307657 0.0045968 0.00231195 0.008041 0.00598237 0.00352524
threshold=-0.095799999999999982 0.082595000000000016 -0.093375 0.24614500000000003 0.091080000000000022 -0.084554999999999991 -0.084129999999999996 -0.085794999999999996 -0.081534999999999982 -0.080500000000000002 -0.080484999999999987 -0.084014999999999992 -0.54892999999999992 -0.025879999999999997 -0.086474999999999996 0.08401500000000002 -0.077945 -1.0000000180025095e-35 0.10920500000000002 -0.050494999999999991 0.27608500000000008 0.087745000000000031
decision_type=2 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 -7 13 9 -9 -10 -8 -13 15 -15 -2 17 -4 20 -20 21 -18
right_child=3 2 16 -5 -6 6 11 8 10 -11 -12 12 -14 14 -16 -17 18 -19 19 -21 -22 -23
leaf_value=0.0045267947184772809 -0.0011345727471227596 0.0019650622397058243 -0.00089170700604526232 -0.0010075164760306877 -0.00080823842171488954 0.00168606411622218 0.00078760606791649593 -0.0017712536740049781 0.00092980223463759665 -0.00016379189225120228 -0.0001802919499248307 0.00079294969563945092 -1.884691906299715e-05 0 0.0014306259539826776 5.7986903050620431e-05 -0.00025442583945074922 0.00027837353518029711 -0.00016717909673563111 0.0014351698956320451 -0.00094068109364126387 0.00076668517911297935
leaf_weight=46 51 58 81 49 58 52 70 110 49 125 188 68 1663 607 53 51 61 55 75 52 55 72
leaf_count=46 51 58 81 49 58 52 70 110 49 125 188 68 1663 607 53 51 61 55 75 52 55 72
internal_value=0 0.00056815 0.000208785 -3.55838e-05 -2.01805e-05 -5.10886e-06 8.96949e-05 -0.000148132 -0.000433189 -0.000919705 4.57672e-05 4.31486e-05 1.25705e-05 2.7365e-05 0.000114785 -0.000530267 -1.52626e-05 -0.000412493 0.000153642 0.000482455 -6.41283e-05 0.000292201
internal_weight=0 555 509 3194 3145 3087 1853 1234 472 235 237 1801 1731 762 660 102 451 136 315 127 188 133
internal_count=3749 555 509 3194 3145 3087 1853 1234 472 235 237 1801 1731 762 660 102 451 136 315 127 188 133
is_linear=0
shrinkage=0.0995203


Tree=6113
num_leaves=17
num_cat=0
split_feature=18 3 0 4 6 3 17 0 2 6 6 6 18 3 5 17
split_gain=0.0141181 0.0643192 0.0165312 0.00410437 0.00343123 0.00529452 0.0025662 0.00498037 0.00597139 0.00307752 0.0138578 0.00476844 0.00213561 0.00369317 0.00797768 0.00488915
threshold=-0.095799999999999982 0.082595000000000016 -0.093375 0.15028500000000003 -0.070864999999999997 0.11404500000000002 -0.56005499999999986 0.12433000000000002 -0.19220999999999999 -0.0093650000000000001 -0.011749999999999998 0.089525000000000021 -0.10872 0.10871500000000002 0.27608500000000008 -0.46159
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 -4 -2 8 -8 10 -10 -11 13 14 -6 -15
right_child=3 2 4 -5 12 -7 7 -9 9 11 -12 -13 -14 15 -16 -17
leaf_value=0.0040762873410218128 -0.00061548202815425962 0.0017694988058470757 -0.0012565815777619907 -0.00080299850298119215 0.00028590592939523464 0.0001530318692086034 -0.0011247974734444408 0.00073181644282919339 4.1723523480176667e-05 -0.0002786032159092501 0.001747373832322297 6.8840245229980323e-05 0.00069801726617445031 0.0011407845041991424 -0.0011595783224374627 -7.0317170247805068e-05
leaf_weight=46 69 58 50 67 91 54 48 89 1312 765 49 795 56 54 64 82
leaf_count=46 69 58 50 67 91 54 48 89 1312 765 49 795 56 54 64 82
internal_value=0 0.000511607 0.000187847 -3.20445e-05 -1.37436e-05 -0.000516796 -1.5264e-05 -1.4531e-06 -2.37096e-05 -5.33548e-06 0.000103733 -0.000101016 0.000134668 2.34439e-05 -0.000305658 0.000404542
internal_weight=0 555 509 3194 451 104 3127 3058 2969 2921 1361 1560 347 291 155 136
internal_count=3749 555 509 3194 451 104 3127 3058 2969 2921 1361 1560 347 291 155 136
is_linear=0
shrinkage=0.0995203


Tree=6114
num_leaves=22
num_cat=0
split_feature=2 2 3 7 9 3 3 1 5 5 8 8 1 3 21 2 3 5 3 19 1
split_gain=0.0119608 0.0643311 0.102394 0.0045784 0.00345578 0.00376076 0.00400788 0.00325665 0.00222921 0.00380708 0.00256711 0.0117077 0.00523759 0.00739897 0.00471557 0.00232148 0.00399058 0.00230852 0.00221819 0.0017208 0.00134671
threshold=-0.10018999999999999 -0.122295 0.091065000000000021 0.082845000000000016 0.10312000000000003 0.11089500000000001 0.10377500000000002 0.62916000000000016 -0.42170999999999997 -0.338115 -0.084554999999999991 -0.083849999999999994 -0.01538 0.083725000000000022 -0.026109999999999998 0.08814000000000001 0.11693000000000002 -0.5087799999999999 0.10377500000000002 0.12477000000000003 -0.15353499999999998
decision_type=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 20 8 15 -10 12 -12 13 -11 -14 17 -17 -2 -19 -13 -1
right_child=7 2 -4 -5 -6 -7 -8 -9 9 10 11 19 14 -15 -16 16 -18 18 -20 -21 -22
leaf_value=-0.00049568648986424754 -0.00037621661124056567 0.0062027066980413596 -0.00017264078262849383 -0.00093869431699794505 0.00081348463852603994 -0.00075959584863641131 0.00082087455478412432 -0.00080397787259825992 -0.00081606477921883857 0.00063958610291445478 0.0011902061334777378 2.0912537657467375e-05 0.00097279911830649188 -0.0004578242668711696 -6.4069959593660242e-06 0.0010951922002052814 -5.2401872571605474e-05 0.00073627369031896601 -7.549602499733627e-05 -0.00036957708411666101 0.00013544615935177378
leaf_weight=66 82 46 54 55 49 64 57 52 61 68 85 1617 56 540 362 67 52 61 70 120 65
leaf_count=66 82 46 54 55 49 64 57 52 61 68 85 1617 56 540 362 67 52 61 70 120 65
internal_value=0 0.000521229 0.00275183 -0.000103046 4.69275e-05 -9.88769e-05 0.000121694 -2.24464e-05 -9.65462e-06 -3.77804e-05 -2.08233e-05 4.97442e-05 -0.000146937 -0.000333741 0.00012282 0.000234319 0.000586843 3.35257e-05 0.000296255 -5.59301e-06 -0.00017628
internal_weight=0 456 100 356 301 252 188 3293 3241 2909 2848 1822 1026 608 418 332 119 213 131 1737 131
internal_count=3749 456 100 356 301 252 188 3293 3241 2909 2848 1822 1026 608 418 332 119 213 131 1737 131
is_linear=0
shrinkage=0.0995203


Tree=6115
num_leaves=29
num_cat=0
split_feature=3 4 3 3 3 1 0 0 9 1 21 1 0 8 9 0 8 8 3 26 30 29 0 5 29 8 38 30
split_gain=0.010317 0.0467027 0.00403565 0.0127931 0.00861363 0.0157356 0.00711669 0.0172483 0.00732362 0.00538656 0.00494651 0.00382473 0.00681215 0.00462491 0.0124603 0.00661885 0.00381059 0.00316 0.00548265 0.00465803 0.00315704 0.012036 0.00328193 0.00261709 0.00312368 0.00149229 0.001802 0.00142805
threshold=0.082130000000000022 0.076855000000000021 0.087925000000000017 0.087625000000000022 0.092115000000000016 0.051820000000000012 -0.084154999999999994 -0.08269 0.091690000000000021 -0.022844999999999997 0.092775000000000024 -0.088495000000000004 -0.082339999999999983 -0.083504999999999982 0.08597500000000001 -0.084894999999999984 0.24614500000000003 -0.081415000000000001 0.08544000000000003 0.086580000000000032 0.084845000000000018 -0.079250000000000001 -0.066264999999999991 -0.54165499999999989 -0.039379999999999991 -0.094139999999999988 -0.072014999999999996 0.08883000000000002
decision_type=2 2 2 2 2 2 2 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 6 9 -8 -9 -4 -11 17 13 15 -15 -13 20 19 -19 -2 23 -22 -23 -6 -25 -3 27 -27
right_child=2 25 4 -5 16 -7 7 8 -10 10 -12 12 -14 14 -16 -17 -18 18 -20 -21 21 22 -24 24 -26 26 -28 -29
leaf_value=0.0035175807793043968 -0.001466226608520433 -0.00031054080632431699 -0.0009298051060407322 -0.00143484319759318 0.00060785084779866629 0.0021149085940004087 0.0018372266288758494 -9.1703663296056819e-05 0.0010412813813537463 -0.00020457084408314016 0.00098955821011466241 -2.4508992959634068e-05 0.001210569894604465 0.00015455510108959236 -0.0017696617463880777 0.0011898276825356006 -0.00083054351106249798 0.00064211968346223149 -0.00081706884308875539 -9.7060075371857134e-05 0.0017513879787897568 -0.00062766081420805042 0.00045031186158104875 -0.00062581242623564704 -5.7521333772242043e-05 0.0009044495805065392 -0.00010751535091930656 0.00010555598557125184
leaf_weight=46 55 73 70 75 54 47 76 246 73 134 46 391 46 91 52 50 61 53 49 47 46 64 49 103 1475 48 83 46
leaf_count=46 55 73 70 75 54 47 76 246 73 134 46 391 46 91 52 50 61 53 49 47 46 64 49 103 1475 48 83 46
internal_value=0 0.000602989 -9.03017e-06 -0.000189223 5.50329e-05 0.000354777 0.00022525 0.00048882 0.000165003 -0.000187917 9.60477e-05 -7.6225e-05 4.38678e-05 -4.66283e-05 -0.000539436 0.000111315 -5.65243e-05 -0.000451113 -5.08374e-05 -0.000843362 -2.97047e-05 0.000392823 -0.000152977 -7.13718e-05 -9.51339e-05 6.34292e-05 0.00022229 0.000522211
internal_weight=0 296 3453 909 2544 692 645 395 319 250 180 834 630 584 143 441 1852 204 102 102 1791 159 113 1632 1578 250 177 94
internal_count=3749 296 3453 909 2544 692 645 395 319 250 180 834 630 584 143 441 1852 204 102 102 1791 159 113 1632 1578 250 177 94
is_linear=0
shrinkage=0.0995203


Tree=6116
num_leaves=33
num_cat=0
split_feature=2 18 1 1 1 18 5 5 3 26 8 8 8 3 3 8 5 17 6 4 4 20 20 26 6 18 6 18 17 8 1 5
split_gain=0.0066616 0.0140103 0.0187069 0.00478637 0.00721288 0.0223349 0.00800206 0.0159114 0.00630196 0.00419614 0.00415241 0.00520702 0.00494429 0.00411573 0.00528343 0.00497806 0.00398127 0.00361003 0.00831448 0.00356247 0.00749563 0.00471767 0.00349362 0.00325532 0.00301137 0.00288863 0.00238862 0.00230248 0.0022205 0.00207108 0.00156932 0.00199025
threshold=-0.096314999999999998 -0.0047450000000000001 -0.025004999999999999 -0.080954999999999985 -0.085739999999999997 -0.020999999999999998 -0.080119999999999983 -0.015214999999999999 0.081685000000000021 0.088605000000000017 -0.049499999999999995 -0.035869999999999992 -0.062834999999999988 0.08920500000000002 0.092200000000000018 -0.077889999999999987 0.5134350000000002 0.51326500000000019 -0.031674999999999995 0.11240500000000002 0.13271500000000006 -0.096095 0.0074100000000000017 0.0054200000000000012 0.11884000000000002 -0.064960000000000004 0.087515000000000023 -0.11533 -0.15802999999999998 0.11446000000000002 -0.15143499999999999 -0.46834999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 4 8 -6 -7 -8 -2 -9 12 -12 16 15 -15 26 17 24 -19 21 -21 -13 -23 -16 -5 27 -10 -1 -3 30 -30 -32
right_child=3 28 -4 10 5 6 7 9 13 -11 11 19 -14 14 23 -17 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31 31 -33
leaf_value=-0.00053327381825354794 -0.00099179187770905898 0.00068924468298300423 -0.0026135618767691958 -0.00010211009039421259 0.0024546690069743235 0.001010849764401247 -0.0017130946077478682 0.0011927529501670443 0.0005150343152017944 -0.00013054991915248442 0.001162933483842263 0.00087205120792606145 -0.00089457476023238234 -0.00098978954559725252 -0.00018207881405790216 0.0012573613748206917 0.000809163810409318 0.00019282269554230164 -0.0016662434798377815 0.0014754158593823768 -0.00017258016438107538 -0.00026847538442873977 0.00039320621000092204 0.00071663920276477842 0.0005847276867378781 -0.0010339112883196101 -9.3826473000183772e-05 0.00029085876827017535 -0.00066186801407271709 0.00055065064130945874 -0.00040238826942258287 0.00038927381475586112
leaf_weight=81 53 57 50 1376 55 79 48 46 122 47 49 53 78 58 126 54 48 48 46 52 56 354 101 58 66 59 130 56 47 51 60 66
leaf_count=81 53 57 50 1376 55 79 48 46 122 47 49 53 78 58 126 54 48 48 46 52 56 354 101 58 66 59 130 56 47 51 60 66
internal_value=0 -0.000343027 -0.000891889 3.87333e-05 0.000237137 0.000659514 0.000207003 -0.000237573 4.25081e-05 0.000515185 -3.56042e-05 0.000174063 -0.000119989 0.000144035 -0.000160267 0.000387367 -8.13296e-05 -0.00010969 -0.000708225 9.40739e-05 0.00061332 -1.47056e-05 -0.000119797 9.67638e-05 -7.0106e-05 -0.00044851 0.000197691 -0.000190427 0.000134559 -2.93401e-06 -0.000170862 5.79483e-06
internal_weight=0 527 246 3203 876 275 220 141 601 93 2327 665 1662 548 242 306 1584 1536 94 616 108 508 455 184 1442 196 252 137 281 224 173 126
internal_count=3730 527 246 3203 876 275 220 141 601 93 2327 665 1662 548 242 306 1584 1536 94 616 108 508 455 184 1442 196 252 137 281 224 173 126
is_linear=0
shrinkage=0.0995203


Tree=6117
num_leaves=28
num_cat=0
split_feature=18 18 20 20 17 26 8 5 8 17 2 18 8 5 5 6 26 2 6 20 17 9 5 5 5 9 1
split_gain=0.0060855 0.0216618 0.0031985 0.00547261 0.00264409 0.00591031 0.00597469 0.00822298 0.0035997 0.00277861 0.00580318 0.00628386 0.00580974 0.00457655 0.0105502 0.00999052 0.00393415 0.00328643 0.00449973 0.00369048 0.00288679 0.00258567 0.0024048 0.00375891 0.00367139 0.00267459 3.94007e-05
threshold=-0.099739999999999995 -0.110495 -0.097019999999999995 -0.080869999999999984 0.3137100000000001 0.096980000000000025 -0.077784999999999993 -0.045014999999999993 -0.49499500000000002 -0.16408999999999999 -0.083589999999999984 -0.0039399999999999991 -0.080924999999999983 -0.012464999999999999 -0.0096449999999999991 0.087235000000000021 0.086255000000000012 0.097745000000000012 0.099330000000000016 -0.060199999999999997 -0.012064999999999999 0.088710000000000025 0.27139000000000008 0.41370500000000004 0.066815000000000027 0.097680000000000031 0.024780000000000007
decision_type=2 2 2 2 2 2 2 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 6 7 21 26 10 11 12 -10 17 15 -15 -12 18 -11 -19 -16 -6 24 -24 -5 -25 -2
right_child=4 -3 3 22 5 -7 -8 -9 9 13 16 -13 -14 14 20 -17 -18 19 -20 -21 -22 -23 23 25 -26 -27 -28
leaf_value=-0.0008277665062432632 -0.00041658463596194056 -0.0020172016609154662 0.0010124651228718138 0.00011794768204651059 -0.00029606310539616256 -0.00093213268215174233 0.00070774689392433883 -0.0011013957420410298 -0.00025425888210406486 -6.8322890164632829e-05 -0.00024097346842040377 0.00021648531279534796 -0.001690466503339764 0.00032232148512942749 3.0939271994867611e-05 0.0021759739818337357 0.00071460167093889107 -0.00019816659081086369 0.00059055974114146704 0.00072837766993561609 0.00048556908180156372 0.0006692311046666838 0.00078046458582893628 -0.00049443878862318622 -0.0010050747698428304 0.00032124804550835256 -0.00065176362979461628
leaf_weight=50 46 66 48 51 48 87 84 76 55 1354 83 63 60 63 463 55 86 62 111 128 200 62 55 100 63 65 46
leaf_count=50 46 66 48 51 48 87 84 76 55 1354 83 63 60 63 463 55 86 62 111 128 200 62 55 100 63 65 46
internal_value=0 -0.000337446 -7.89221e-05 1.69513e-05 3.62195e-05 -0.000218682 8.17531e-06 -0.000303359 6.81565e-05 8.86565e-05 -0.000173829 -0.000571762 -0.0010107 0.000126383 0.00032507 0.00119325 0.000240452 3.21271e-05 -1.78419e-05 0.000421723 0.000169317 0.00024057 -0.000123666 6.52856e-05 -0.000495489 -0.000168146 -0.000543073
internal_weight=0 498 432 382 3232 357 270 186 2875 2783 347 178 115 2436 781 118 169 1655 1465 190 663 110 334 220 114 165 92
internal_count=3730 498 432 382 3232 357 270 186 2875 2783 347 178 115 2436 781 118 169 1655 1465 190 663 110 334 220 114 165 92
is_linear=0
shrinkage=0.0995203


Tree=6118
num_leaves=27
num_cat=0
split_feature=18 18 26 26 2 18 9 1 4 9 9 9 18 9 18 8 8 1 17 21 17 17 17 6 6 6
split_gain=0.00492917 0.0176695 0.00252028 0.00491274 0.00375315 0.00485714 0.00284005 0.00232701 0.0075387 0.00599113 0.0204402 0.00977924 0.00476761 0.00443924 0.00388585 0.00349251 0.00523485 0.00344266 0.00397432 0.00369676 0.0120795 0.0100605 0.00266242 0.00536641 0.00258132 0.0028831
threshold=-0.099739999999999995 -0.10872 0.090545000000000028 0.097125000000000031 0.096520000000000022 -0.14734 0.089105000000000018 -0.080689999999999998 0.10787500000000001 0.091750000000000012 0.093235000000000026 0.089255000000000015 -0.093649999999999997 0.098465000000000011 0.11417000000000002 -0.049499999999999995 -0.060034999999999998 -0.053299999999999993 -0.089699999999999988 0.087625000000000022 -0.0073949999999999997 -0.065004999999999993 0.51326500000000019 -0.031674999999999995 0.11884000000000002 -0.087954999999999992
decision_type=2 2 2 2 2 2 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 -1 8 9 11 -11 12 -2 -12 -14 16 22 -17 -19 20 -20 -21 24 -24 25 -9
right_child=7 -3 3 -5 -6 -7 -8 15 -10 10 13 -13 14 -15 -16 17 -18 18 19 21 -22 -23 23 -25 -26 -27
leaf_value=-0.00052471037159254532 0.0011741417540155888 -0.0019698426164453139 0.00082240920881796538 -0.00036676508663600882 0.00040654592009221213 -0.0010643033270130561 0.00031667259298294849 0.0001085835926534643 -0.00074698746308699828 0.0025674938005123041 -0.00051702425092036504 -0.0010224753471308797 9.0267201930668538e-05 0.0007181813915190016 0.0010336126257613906 0.000914102112242186 -0.0011528992469241714 -0.00060739664124818233 0.001480294288384032 -0.0014230603611510135 3.8852633540752195e-05 0.00020354419778451235 0.00015235392664746651 -0.0013000691223453242 0.00055004265044867359 -0.00018848638835519411
leaf_weight=81 50 56 73 64 66 81 77 537 83 46 59 67 592 56 47 56 46 70 79 46 217 206 49 50 70 806
leaf_count=81 50 56 73 64 66 81 77 537 83 46 59 67 592 56 47 56 46 70 79 46 217 206 49 50 70 806
internal_value=0 -0.0003037 -9.07529e-05 0.000260907 -0.000251396 -0.000436512 -0.000109488 3.25898e-05 0.000158856 0.000241739 0.000793904 0.000123066 0.000235649 7.73488e-05 0.000160934 -2.36146e-05 -0.000105816 0.000165184 9.59965e-05 0.00018734 0.000426328 -9.01274e-05 -7.34183e-05 -0.000572924 -3.78417e-05 -6.90931e-05
internal_weight=0 498 442 137 305 239 158 3232 1000 917 161 756 689 115 639 2232 1558 674 618 548 296 252 1512 99 1413 1343
internal_count=3730 498 442 137 305 239 158 3232 1000 917 161 756 689 115 639 2232 1558 674 618 548 296 252 1512 99 1413 1343
is_linear=0
shrinkage=0.0995203


Tree=6119
num_leaves=27
num_cat=0
split_feature=8 18 25 1 5 9 1 8 5 1 5 5 8 17 0 18 3 10 17 17 8 9 8 3 17 0
split_gain=0.00467187 0.0179759 0.00313335 0.00232302 0.00529621 0.0225344 0.00705148 0.0139175 0.0122896 0.00477803 0.00470517 0.00524229 0.00291585 0.00300865 0.00410708 0.00268959 0.00231062 0.00247467 0.00309764 0.00769952 0.00214707 0.00199237 0.0016908 0.0029461 0.00163656 0.00154507
threshold=-0.099434999999999996 -0.093130000000000004 0.096120000000000025 -0.079844999999999985 -0.0087549999999999989 0.091750000000000012 -0.085184999999999997 -0.085165000000000005 -0.011764999999999999 -0.078729999999999994 -0.0063549999999999995 -0.0033300000000000001 -0.090440000000000006 0.51326500000000019 -0.079379999999999992 -0.13579499999999997 0.12168500000000003 0.077165000000000025 -0.05543 0.0021900000000000005 -0.081055000000000002 0.081605000000000025 -0.49499500000000002 0.15108000000000005 0.12374500000000002 -0.096019999999999994
decision_type=2 2 2 2 2 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 6 8 -8 -2 -5 -6 -12 21 20 -15 -13 17 18 -3 -20 -14 -11 -18 -24 -21 -23
right_child=2 16 -4 9 10 -7 7 -9 -10 12 11 15 13 14 -16 -17 22 -19 19 24 -22 25 23 -25 -26 -27
leaf_value=-0.0021723449014368363 8.0606795455809139e-05 0.00016020404453205645 0.00084773843255523556 -0.00094682335712193452 -0.00086048027296383952 0.0024244525099758438 0.00030715235341190325 -0.0015055573459091406 0.0019869527000416051 -6.8025504667712879e-05 0.00097616009263086403 -0.00056863575908122838 -0.00017303814783609062 0 -0.0011750401582808659 5.0344752392036123e-05 -0.00023704729908721042 0.00021160186365903156 -0.0015707424520753873 0.00028563156693031948 5.8033909081047763e-05 0.00022547172845316472 0.0010197555540235081 -7.3871048449499049e-05 -0.00054025911907863147 0.0010281928205307159
leaf_weight=46 120 59 46 56 62 49 133 61 47 56 55 82 589 64 54 449 50 77 59 48 1225 48 48 47 46 54
leaf_count=46 120 59 46 56 62 49 133 61 47 56 55 82 589 64 54 449 50 77 59 48 1225 48 48 47 46 54
internal_value=0 -0.000300779 3.1777e-05 1.98066e-05 0.000140665 0.00042075 0.000146511 -0.000258604 0.000622026 -3.93961e-05 -3.52866e-05 5.06237e-05 -1.46905e-05 -4.8684e-05 -0.000535844 -4.37001e-05 -0.000100524 -0.000264473 -0.000441249 -0.000678532 -1.65432e-05 0.000395795 0.000220598 0.000470081 -0.000109819 0.000658468
internal_weight=0 480 3250 3204 1058 410 361 194 167 2146 648 586 2090 1932 118 531 434 289 212 153 1814 158 145 95 94 102
internal_count=3730 480 3250 3204 1058 410 361 194 167 2146 648 586 2090 1932 118 531 434 289 212 153 1814 158 145 95 94 102
is_linear=0
shrinkage=0.0995203


Tree=6120
num_leaves=19
num_cat=0
split_feature=19 5 20 0 3 20 5 1 5 18 18 18 18 2 0 5 22 18
split_gain=0.0141022 0.00631964 0.00453688 0.00450876 0.0149678 0.00253477 0.00503517 0.00541 0.00268966 0.00363784 0.016839 0.00675584 0.0136286 0.0032881 0.00252924 0.00188313 0.00321938 0.00141035
threshold=0.14023500000000003 0.51100000000000012 -0.078104999999999994 -0.054850000000000003 0.11089500000000001 0.0057800000000000013 -0.079124999999999987 -0.0072799999999999991 0.40898000000000007 -0.086064999999999989 -0.08428999999999999 -0.092864999999999989 -0.091229999999999992 -0.091674999999999993 -0.233955 -0.43873000000000001 0.08593000000000002 -0.0019149999999999998
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 -5 8 15 17 9 11 -11 13 -13 -1 -12 -7 -17 -8
right_child=-2 2 3 4 -6 6 7 -9 -10 10 14 12 -14 -15 -16 16 -18 -19
leaf_value=0.0004848238061223993 -0.0016889366600653431 -0.0014176595787411023 0.00044846045822339122 0.00043215780740115338 -0.0018729921726656222 0.00030733349302083278 0.00060019952446489951 0.0014288146169919261 0.00053798422464809237 0.0017413917023016649 -0.00072729102132021559 -0.0021676924335636179 -0.00027917792583785774 -0.00018423878667177206 -4.4945895645185019e-06 -0.0010026021553931003 0.00013901453303621301 -0.00012306169779952399
leaf_weight=106 51 47 53 58 53 60 51 59 84 55 49 48 186 231 2375 46 50 53
leaf_count=106 51 47 53 58 53 60 51 59 84 55 49 48 186 231 2375 46 50 53
internal_value=0 -2.21278e-05 -0.000550931 -0.000297548 -0.000661125 9.94832e-06 0.00027736 0.000664957 -1.70094e-05 -3.25629e-05 1.9293e-05 -0.000259129 -0.000670064 2.37791e-05 -1.94433e-05 -0.000122383 -0.000399483 0.000223743
internal_weight=0 3664 211 164 111 3453 319 163 3134 3050 2479 571 234 337 2424 156 96 104
internal_count=3715 3664 211 164 111 3453 319 163 3134 3050 2479 571 234 337 2424 156 96 104
is_linear=0
shrinkage=0.0995203


Tree=6121
num_leaves=16
num_cat=0
split_feature=19 10 18 18 6 18 17 5 8 3 3 17 18 3 6
split_gain=0.0114346 0.00587338 0.00334204 0.016735 0.00787956 0.0247307 0.00444004 0.00437942 0.00381321 0.00402114 0.00398622 0.00177581 0.00219855 0.00195444 0.00155632
threshold=0.14023500000000003 0.090150000000000022 -0.087529999999999983 -0.085709999999999995 0.088055000000000022 -0.09404499999999999 -0.0064000000000000003 0.40898000000000007 -0.073029999999999984 0.087570000000000023 0.08888500000000002 0.51734000000000024 -0.080424999999999996 0.09587500000000003 0.10165000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 14 8 11 10 -10 -1 12 -5 -13 -6
right_child=-2 -3 3 7 5 -7 -8 -9 9 -11 -12 13 -14 -15 -16
leaf_value=-0.000169238786270535 -0.0015208534669538473 -0.00082312532030106125 0.0017102100465049008 -0.00039653499557367264 -0.00014339385043946493 -0.0022457093450156443 0.00084094107905333571 0.00096781390675482496 0.00029047925227648633 -0.00050585677243640591 0.00062488499802513273 7.7148865216446896e-06 3.6156350573534345e-05 -0.00083617202580420994 0.00065613579664692981
leaf_weight=135 51 88 59 122 48 68 54 47 81 264 115 53 2432 52 46
leaf_count=135 51 88 59 122 48 68 54 47 81 264 115 53 2432 52 46
internal_value=0 -1.99034e-05 0 5.19679e-05 -0.000177783 -0.000798821 -2.15019e-05 1.551e-05 -0.00010115 -0.000316518 0.000192784 -1.01486e-06 1.51669e-05 -0.000402414 0.000239157
internal_weight=0 3664 3576 2765 811 162 649 2706 595 345 250 2659 2554 105 94
internal_count=3715 3664 3576 2765 811 162 649 2706 595 345 250 2659 2554 105 94
is_linear=0
shrinkage=0.0995203


Tree=6122
num_leaves=16
num_cat=0
split_feature=19 5 18 5 9 20 6 0 6 5 6 7 6 8 1
split_gain=0.00927193 0.00482585 0.0045933 0.00510609 0.00287347 0.00221398 0.00476856 0.0117478 0.00402449 0.00707464 0.00821104 0.00320672 0.00361329 0.00172197 0.00124012
threshold=0.14023500000000003 0.51100000000000012 -0.098315 0.51659500000000014 0.09550500000000002 -0.24910499999999999 0.12080000000000003 -0.057604999999999996 0.10248500000000002 0.049800000000000011 0.11056500000000001 0.07988000000000002 0.098855000000000012 -0.068549999999999986 -0.082344999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 -1 8 -8 11 10 -10 12 -7 -13 -11
right_child=-2 2 -4 4 -6 6 7 -9 9 14 -12 13 -14 -15 -16
leaf_value=0.00056014403309416602 -0.0013694978100936756 -0.0010404178515885007 -0.0013164759958271407 0.00060475580177502138 -0.00041862208529893784 2.3520601215634967e-05 -0.0017490197793245744 0.000338082574672723 0.00088960066374139783 0.00069712992373211402 -0.00071916073522649475 -0.00012813559853860188 -0.00082956597020173914 -0.00098041805888275982 0.0014793084642124976
leaf_weight=71 51 51 50 63 47 2906 51 55 54 46 75 49 50 50 46
leaf_count=71 51 51 50 63 47 2906 51 55 54 46 75 49 50 50 46
internal_value=0 -1.78781e-05 -0.000479997 -0.000215136 0.000160052 1.01232e-05 -1.18164e-06 -0.000658367 1.98327e-05 0.000430028 -3.93797e-05 -9.57306e-06 8.81391e-06 -0.00056685 0.00109712
internal_weight=0 3664 211 161 110 3453 3382 106 3276 221 129 3055 2956 99 92
internal_count=3715 3664 211 161 110 3453 3382 106 3276 221 129 3055 2956 99 92
is_linear=0
shrinkage=0.0995203


Tree=6123
num_leaves=15
num_cat=0
split_feature=10 21 21 9 21 6 21 10 3 5 20 18 18 18
split_gain=0.00420242 0.00446235 0.0123105 0.0103109 0.00696496 0.00499965 0.00812613 0.00352709 0.00302594 0.0025103 0.00208266 0.00541462 0.00375144 0.00181839
threshold=0.090150000000000022 -0.021529999999999997 -0.012349999999999998 0.091885000000000022 -0.075024999999999994 -0.011749999999999998 -0.086690000000000003 0.086275000000000018 0.09049500000000002 0.62404000000000015 0.0057800000000000013 -0.0019149999999999998 -0.087529999999999983 -0.022504999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 9 13 10 12 -12 -4 -7
right_child=-2 2 7 -5 -6 8 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.00018633339692046888 -0.0007127862906710767 0.001571523142934348 -0.00025185160054792469 -0.0014895314638429856 -0.00092273517575025815 -0.00025056164574226977 0.0016505460578741574 0.00075996381416368439 -0.00074244356604534381 -0.00067711778954242447 0.00090613396540515279 -2.0890378319725826e-05 2.9006580828244174e-05 0.00060640384579337678
leaf_weight=47 88 50 601 64 79 51 47 59 61 56 87 215 2164 46
leaf_count=47 88 50 601 64 79 51 47 59 61 56 87 215 2164 46
internal_value=0 -1.63095e-05 2.20437e-05 -0.000332199 -0.000105951 0.000146856 0.000723398 -2.04664e-06 -0.000190969 -1.67048e-05 -4.37942e-06 0.000243456 -3.17446e-05 0.000147395
internal_weight=0 3627 3232 395 331 252 94 3182 158 3123 3067 302 2765 97
internal_count=3715 3627 3232 395 331 252 94 3182 158 3123 3067 302 2765 97
is_linear=0
shrinkage=0.0995203


Tree=6124
num_leaves=32
num_cat=0
split_feature=3 17 18 17 3 5 17 17 3 18 9 1 5 18 3 20 18 17 18 18 18 18 4 0 17 1 20 21 1 1 1
split_gain=0.00612849 0.00448303 0.0120926 0.00527036 0.00413219 0.00909297 0.0056747 0.00870614 0.00748738 0.00523814 0.0070522 0.010647 0.00560834 0.00386666 0.00366073 0.00387112 0.00376763 0.0111445 0.00412517 0.00523565 0.00638433 0.00442324 0.00421908 0.00360289 0.00307834 0.00507002 0.00283516 0.00278665 0.0040929 0.0027477 0.00256892
threshold=0.090695000000000012 0.093960000000000016 -0.077844999999999998 0.26639000000000007 0.087445000000000023 -0.095169999999999991 -0.089699999999999988 -0.11248999999999999 0.086850000000000024 0.089775000000000021 0.086635000000000031 -0.083284999999999984 -0.004089999999999999 0.09679500000000002 0.091225000000000014 -0.17097999999999999 -0.069565000000000002 0.39033000000000012 -0.020999999999999998 -0.040349999999999997 -0.057764999999999997 -0.0060599999999999994 0.11860000000000002 -0.087614999999999985 -0.14679499999999998 -0.095674999999999996 0.0040650000000000018 0.085470000000000018 -0.0051399999999999996 0.066150000000000028 -0.085739999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 24 27 10 12 -12 -7 -11 -2 23 17 26 19 20 -18 -20 -23 -16 25 -1 29 30 -29 -17 -8
right_child=14 2 3 -5 5 9 8 -9 -10 13 11 -13 -14 -15 15 16 18 -19 21 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 -32
leaf_value=-0.00083608519330110448 0.00075038531206085503 -0.001863481570427468 -0.00071331104693565176 0.00038280483067843808 0.00095040140966192843 -0.00031734904096956978 -0.00017088290259606215 -0.0013590126762050249 0.0012107451452060851 -0.0017150935017711958 -0.00064246638396359211 0.00072210324974881536 -0.0015596243165733683 -0.00042141695930875264 0.0013048529072976875 0.00010104501722653544 -0.00075737654601239744 0.0015506688266173853 0.0009514400053379933 -0.0013076686485404144 0.00068047372157670823 -0.00010731386010777514 0.00038626900448761499 9.0729032351931713e-05 0.00064852213624118067 0.00028438817385972068 -0.00054821144124086291 0.00018465271440132601 -0.0010461315296050868 0.00091672529272544974 0.00032619072423914339
leaf_weight=76 84 54 85 88 51 98 142 64 65 50 107 120 59 46 48 347 70 60 49 54 54 914 211 52 50 83 57 57 49 47 359
leaf_count=76 84 54 85 88 51 98 142 64 65 50 107 120 59 46 48 347 70 60 49 54 54 914 211 52 50 83 57 57 49 47 359
internal_value=0 -0.000149605 -0.000561994 -0.000151017 -8.56276e-05 -0.00030794 3.84246e-05 -0.000343115 0.000194643 -0.000443345 -0.000276115 7.52857e-05 -0.000789406 -0.00110373 0.000105888 7.78916e-05 4.50419e-05 0.000275459 -4.14407e-05 -0.000488118 -0.000124614 2.55865e-05 -1.4012e-05 0.000681695 -2.81095e-05 -0.000246036 0.000103993 8.44863e-05 -0.000376572 0.000200425 0.00018367
internal_weight=0 1703 227 173 1476 531 945 273 672 480 384 227 157 96 2047 1963 1863 511 1352 178 124 1174 1125 100 209 159 451 607 106 394 501
internal_count=3750 1703 227 173 1476 531 945 273 672 480 384 227 157 96 2047 1963 1863 511 1352 178 124 1174 1125 100 209 159 451 607 106 394 501
is_linear=0
shrinkage=0.0995203


Tree=6125
num_leaves=23
num_cat=0
split_feature=6 9 1 1 26 8 5 9 5 17 3 3 8 17 18 17 26 6 6 29 19 3
split_gain=0.0068928 0.0046416 0.0113371 0.00847751 0.00621139 0.00378784 0.00342161 0.0033696 0.0112938 0.011123 0.0025342 0.00341816 0.00266291 0.00236134 0.00745902 0.00462658 0.00487169 0.00782753 0.00282023 0.00262265 0.00250805 0.00254119
threshold=0.10877500000000002 0.091615000000000016 -0.053299999999999993 -0.053299999999999993 0.096275000000000013 0.0044850000000000011 -1.0000000180025095e-35 0.11351500000000002 -0.40939500000000001 -0.0092949999999999994 0.10426500000000002 0.11089500000000001 0.099175000000000027 0.048755000000000014 -0.077844999999999998 0.059130000000000009 0.10924500000000002 0.092405000000000029 0.098855000000000012 -0.085039999999999991 0.11198000000000002 0.087445000000000023
decision_type=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 13 7 8 -7 -10 -8 -12 -13 18 -15 -16 17 -17 19 -1 21 -21
right_child=1 3 -4 -5 -6 6 10 -9 9 -11 11 12 -14 14 15 16 -18 -19 -20 20 -22 -23
leaf_value=0.00050396588924562569 3.4979864589501682e-05 0.0015254310822455657 0.0019077278090364007 -0.00067440310408047673 7.0906865470525923e-05 -0.0003703860992047552 -0.00050263710633247495 -0.00012133196202522118 0.00029020657498709927 0.0024675925833570209 0.00081295537208146045 0.00035521539836569333 -0.00070986522503902708 -0.0011790857020297003 -0.001042161033917728 -3.0139205239463981e-05 0.00068842364098916709 -0.0013742313828956864 0.00051817829444508962 4.0072358763955411e-05 0.00057518051857637239 -0.00018690030460563863
leaf_weight=77 72 48 59 80 77 54 78 57 46 49 56 46 46 77 51 419 76 48 85 764 55 1330
leaf_count=77 72 48 59 80 77 54 78 57 46 49 56 46 46 77 51 419 76 48 85 764 55 1330
internal_value=0 0.000420953 0.000884681 0.000120626 0.000635994 -5.14114e-05 0.000223454 0.000517118 0.000766851 0.0014219 -4.05994e-05 0.000197376 -0.000168427 -9.15054e-05 -0.000256108 -0.000135084 -4.83817e-05 -0.000170043 -4.33588e-05 -6.51689e-05 -8.59423e-05 -0.000103698
internal_weight=0 336 131 205 125 3414 432 206 149 95 226 148 92 2982 671 594 543 467 2311 2226 2149 2094
internal_count=3750 336 131 205 125 3414 432 206 149 95 226 148 92 2982 671 594 543 467 2311 2226 2149 2094
is_linear=0
shrinkage=0.0995203


Tree=6126
num_leaves=18
num_cat=0
split_feature=6 3 0 26 18 26 18 0 17 20 20 6 0 0 9 9 9
split_gain=0.00560137 0.00412094 0.00760678 0.00670051 0.00369703 0.00307555 0.0020671 0.00203266 0.00192005 0.00797352 0.00779023 0.00452171 0.00505932 0.00228834 0.00262767 0.00993143 0.00867194
threshold=0.10877500000000002 0.10850000000000003 -0.08269 0.095385000000000011 -0.074709999999999985 0.41479500000000008 0.10435500000000002 -0.233955 0.0084900000000000028 -0.082784999999999984 -0.092114999999999989 0.098855000000000012 -0.14401 -0.20796499999999998 0.094375000000000028 0.09550500000000002 0.093175000000000022
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 -4 7 -3 -1 13 10 -10 12 -11 -9 16 -16 -15
right_child=1 6 3 -5 -6 -7 -8 8 9 11 -12 -13 -14 14 15 -17 -18
leaf_value=-0.00055622800355633066 0.001658548091340608 0.00035060492076799865 0.00038935938383870066 0.0011123751843647325 -0.00084596295136301583 0.00063066230324944621 -0.00045430909229261703 0.00053033840601376828 -0.00017058889969869917 -0.0007294306042799376 -0.0019676433490011793 -0.00096581212903789878 0.00011040609746234787 -3.4372359522929903e-05 0.0014601773187313443 2.2125453658800425e-05 -0.0012607272493409805
leaf_weight=80 55 60 47 60 48 65 66 77 52 81 46 51 577 1862 54 410 59
leaf_count=80 55 60 47 60 48 65 66 77 52 81 46 51 577 1862 54 410 59
internal_value=0 0.000379544 0.000649881 0.000286685 -0.000226186 -4.6271e-05 -6.45197e-05 -5.96539e-05 -4.72512e-05 -0.00018049 -0.00102246 -6.29563e-05 5.77779e-06 -3.24528e-06 -2.08153e-05 0.000191249 -7.24638e-05
internal_weight=0 336 210 155 95 3414 126 3349 3269 807 98 709 658 2462 2385 464 1921
internal_count=3750 336 210 155 95 3414 126 3349 3269 807 98 709 658 2462 2385 464 1921
is_linear=0
shrinkage=0.0995203


Tree=6127
num_leaves=22
num_cat=0
split_feature=3 21 21 2 26 2 18 3 2 21 21 5 8 9 8 18 8 2 18 18 18
split_gain=0.00443272 0.00367225 0.0135182 0.00372791 0.0036907 0.00318559 0.00313596 0.00325075 0.00289903 0.00271398 0.00250628 0.00263973 0.00243914 0.00731258 0.0145172 0.00291975 0.00463094 0.00666944 0.00406823 0.0034585 0.00431836
threshold=0.090695000000000012 -0.01137 -0.026109999999999998 0.097285000000000024 0.11326500000000002 0.08814000000000001 0.23251500000000005 0.091225000000000014 -0.084154999999999994 -0.085369999999999988 0.10900500000000002 0.066815000000000027 0.10228000000000002 0.11351500000000002 0.15415000000000004 -0.069565000000000002 -0.073999999999999996 -0.073884999999999992 -0.18513499999999999 -0.057764999999999997 -0.040349999999999997
decision_type=2 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 10 7 -2 9 -1 11 -3 15 14 -14 16 17 -9 -18 -17 -21
right_child=6 3 -4 -5 -6 -7 -8 12 -10 -11 -12 -13 13 -15 -16 19 18 -19 -20 20 -22
leaf_value=-0.00021812191497279999 0.00067815591113673393 -2.0252988448645574e-05 -0.0018737799091487848 -0.00080213224191525529 -0.00089384026573074028 0.00076573722235030218 0.00075206829440471214 0.0001256265098245474 -0.00065475000071991496 0.00078700842013165306 0.00063348896387653022 -0.00053997073335938274 0.0021152417468127786 -0.00061711923440345027 -0.00019647820223374528 -0.00075854206556243901 0.00031491855101769238 0.0013356657547586121 -0.00042607497306536665 0.00084428293100869529 -7.4251968857197884e-05
leaf_weight=55 83 1168 54 66 48 51 69 120 52 50 53 106 50 46 57 69 155 74 139 53 1132
leaf_count=55 83 1168 54 66 48 51 69 120 52 50 53 106 50 46 57 69 155 74 139 53 1132
internal_value=0 -0.000125921 -0.000515147 -7.03275e-05 -3.5883e-05 -5.40363e-06 9.13681e-05 6.79066e-05 -4.26324e-05 0.000252715 -3.56575e-05 -6.41374e-05 4.0746e-05 0.000421818 0.000876115 6.80645e-06 0.000213773 0.000591408 -3.26307e-05 -7.30826e-05 -3.2479e-05
internal_weight=0 1703 211 1492 1426 1378 2047 1978 157 105 1327 1274 1895 153 107 1742 488 194 294 1254 1185
internal_count=3750 1703 211 1492 1426 1378 2047 1978 157 105 1327 1274 1895 153 107 1742 488 194 294 1254 1185
is_linear=0
shrinkage=0.0995203


Tree=6128
num_leaves=23
num_cat=0
split_feature=2 2 26 1 1 2 1 9 9 0 0 0 2 26 11 1 2 8 26 7 8 0
split_gain=0.00543416 0.0148267 0.00491996 0.00513638 0.0178918 0.00677956 0.0067635 0.00512369 0.00926322 0.00837037 0.00403319 0.00442101 0.00395246 0.00357684 0.00524055 0.00479548 0.0184432 0.00395756 0.00239186 0.00381248 0.00412855 0.0018941
threshold=-0.10165999999999999 -0.122295 0.09271500000000002 -0.082489999999999994 -0.079629999999999992 -0.079954999999999984 -0.087734999999999994 0.097510000000000027 0.096385000000000012 -0.066735000000000003 -0.0033699999999999997 0.047575000000000013 -0.24206999999999998 -0.236315 -0.364875 0.059230000000000012 -0.081915000000000002 -0.086304999999999993 0.086580000000000032 0.058975000000000007 0.096835000000000018 0.11291000000000002
decision_type=2 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 10 6 -5 -6 -4 8 -7 -9 13 -12 -1 -2 -15 17 -17 -16 19 20 -14 -13
right_child=2 -3 3 4 5 7 -8 9 -10 -11 11 21 18 14 15 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.0008996234106882692 0.00094859101942424198 -0.0016401593885485637 -0.00016660668714925793 -0.0018158176986938824 0.00090852987777017636 -0.00020706092178962213 0.0012260976378347169 0.00063101372927503471 -0.0015528833190439444 -0.00050239844123448714 -0.0010975390275664645 0.00031588585351365744 0.00047798853699732854 -0.00091118818335684929 -0.00013467719838517836 0.0020199629415611738 0.00017815522563774706 0.00018091628656860472 -0.0003924757578452239 0.00092840343611886613 -0.00052693336969527227 -0.00048336507215536131
leaf_weight=49 54 72 88 68 58 239 56 139 65 120 54 71 83 47 591 63 381 1167 82 58 79 50
leaf_count=49 54 72 88 68 58 239 56 139 65 120 54 71 83 47 591 63 381 1167 82 58 79 50
internal_value=0 -0.000338728 4.00606e-05 -0.000168789 -0.00028244 -0.000113216 0.000369316 -0.00021993 -0.000497512 0.00010272 0.000110597 -0.000348614 -6.94355e-05 0.000145847 0.000126209 0.000148723 0.000441337 7.43552e-05 6.25533e-05 0.000235876 -7.01274e-06 -7.61768e-06
internal_weight=0 423 3311 833 689 621 144 563 304 259 2478 175 351 2303 2249 2202 444 1758 302 220 162 121
internal_count=3734 423 3311 833 689 621 144 563 304 259 2478 175 351 2303 2249 2202 444 1758 302 220 162 121
is_linear=0
shrinkage=0.0995203


Tree=6129
num_leaves=30
num_cat=0
split_feature=2 2 26 17 3 9 0 9 26 26 2 5 10 5 0 4 1 1 3 3 1 1 17 17 26 30 3 26 26
split_gain=0.00472132 0.0162946 0.0039069 0.00626902 0.0167462 0.00537897 0.00539742 0.00507555 0.0120487 0.00762155 0.0074252 0.00595239 0.00365944 0.0081629 0.00305715 0.00435103 0.00338369 0.0254366 0.00405125 0.00538733 0.0028563 0.00279274 0.00412501 0.016479 0.0041452 0.00353988 0.00376973 0.00240221 0.00213021
threshold=-0.11700999999999999 -0.14091999999999996 0.093835000000000016 -0.036600000000000001 0.092510000000000023 0.095415000000000014 -0.062294999999999996 0.11408000000000003 0.12753500000000004 0.11928500000000002 -0.075429999999999983 -0.061665000000000005 0.09056500000000002 0.62404000000000015 -0.0033699999999999997 0.11724500000000003 0.059230000000000012 0.070450000000000026 0.093835000000000016 0.10377500000000002 -0.50763499999999995 -0.085184999999999997 -0.012064999999999999 0.0021900000000000005 0.089725000000000013 0.087435000000000027 0.085355000000000028 0.086580000000000032 -0.089654999999999999
decision_type=2 2 2 2 2 2 2 2 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 14 4 -4 -6 -7 8 9 10 -5 -9 13 27 16 20 21 -18 -19 -20 -16 22 24 -24 -2 26 -23 28 -1
right_child=2 -3 3 7 5 6 -8 11 -10 -11 -12 -13 -14 -15 15 -17 17 18 19 -21 -22 25 23 -25 -26 -27 -28 -29 -30
leaf_value=-0.00026051374327389494 -5.0427563405479385e-05 -0.0019934418534003563 -0.0017451574054177675 0.00068365727480979585 0.00083436670282183698 -0.00085327084915485575 0.00037310078253247894 -0.0014185427119927029 0.0015178364953841012 -0.0010952567611830308 -0.00032322471928241715 0.000152175827078225 0.00059586890045679728 -0.0014278914927644585 0.00045096118698965802 -0.001123299545884855 0.0024833973029085243 -0.00048662048264937988 0.0012481567641337238 0.00011435693637607596 -0.0004578150292093914 -0.00039812771138829898 0.0022173454512954254 -0.00024338953454378201 0.00083230371374456438 0.00080672000202919108 3.6744944423757229e-05 -0.00045135502980293119 0.00056775298531510667
leaf_weight=46 291 51 81 146 51 87 59 46 59 55 143 48 64 47 67 47 50 88 48 326 70 238 47 62 64 51 1147 68 87
leaf_count=46 291 51 81 146 51 87 59 46 59 55 143 48 64 47 67 47 50 88 48 326 70 238 47 62 64 51 1147 68 87
internal_value=0 -0.000343639 3.4089e-05 -0.000161614 -0.000540317 -4.07698e-05 -0.000352075 4.85692e-05 0.000203691 -1.93207e-05 0.00018261 -0.000607765 -7.13353e-05 -0.000246818 9.28287e-05 -0.00029689 0.000122898 0.000350308 0.000117683 0.00026206 -7.40165e-06 6.11858e-05 0.000273491 0.000810152 0.000106407 -6.84398e-06 -3.7393e-05 2.5281e-05 0.00027513
internal_weight=0 363 3371 775 278 197 146 497 403 344 289 94 312 248 2596 184 2412 512 462 374 137 1900 464 109 355 1436 1385 201 133
internal_count=3734 363 3371 775 278 197 146 497 403 344 289 94 312 248 2596 184 2412 512 462 374 137 1900 464 109 355 1436 1385 201 133
is_linear=0
shrinkage=0.0995203


Tree=6130
num_leaves=23
num_cat=0
split_feature=2 2 7 2 1 7 8 9 3 9 6 1 2 3 21 9 6 1 6 5 9 23
split_gain=0.00383398 0.0132076 0.0034181 0.00285897 0.00365014 0.00324893 0.00410003 0.00273589 0.00687153 0.0148941 0.00416367 0.00366862 0.0224229 0.00492543 0.00340872 0.00328161 0.00834171 0.00315967 0.00296201 0.0140955 0.00312895 0.0019927
threshold=-0.11700999999999999 -0.14091999999999996 0.081185000000000021 -0.24206999999999998 -0.49056499999999997 0.056805000000000015 0.068430000000000019 0.091405000000000028 0.090905000000000027 0.093335000000000015 -0.41548999999999997 0.05340000000000001 -0.081915000000000002 0.093835000000000016 -0.046224999999999995 0.08846500000000003 0.089725000000000013 -0.083284999999999984 0.11816500000000002 0.057175000000000011 0.095415000000000014 -0.022119999999999997
decision_type=2 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 6 -6 10 9 -9 21 15 -13 -14 -10 17 -17 -12 20 -20 -16 -2
right_child=2 -3 -4 4 5 -7 -8 8 14 -11 11 12 13 -15 18 16 -18 -19 19 -21 -22 -23
leaf_value=-0.00076347623661947252 5.7582898915492564e-05 -0.0017950542451839536 0.00080207942144040669 0.00076205232251324499 0 0.00031590850938053357 -0.0011976542199486713 -0.0022200638064189151 0.00073330472674824746 0.00020457589960011117 0.0001756186972199679 0.0022514966231353493 -0.0006700930368510647 0.0002953972051083193 0.00026139482194122973 -0.00011354600237158734 0.00094475215520282182 -0.00011581515993282234 -0.0015215428322283152 0.0006938021690630526 -0.00016462862227291576 -0.00073356742875607455
leaf_weight=49 46 51 56 58 69 89 47 46 54 54 603 55 70 206 270 163 133 947 65 50 464 89
leaf_count=49 46 51 56 58 69 89 47 46 54 54 603 55 70 206 270 163 133 947 65 50 464 89
internal_value=0 -0.000309664 3.07206e-05 -6.42359e-05 6.29283e-05 -0.00013088 -0.000480731 1.74432e-05 -0.000119503 -0.000902573 7.72077e-05 0.000110768 0.000416247 4.75604e-05 -3.18777e-05 5.55507e-05 0.000359208 -1.90984e-06 -8.15108e-05 -0.000551231 -6.8017e-06 -0.000457926
internal_weight=0 363 3371 312 263 205 116 3315 1003 100 2312 2177 331 276 903 1846 296 1550 849 115 734 135
internal_count=3734 363 3371 312 263 205 116 3315 1003 100 2312 2177 331 276 903 1846 296 1550 849 115 734 135
is_linear=0
shrinkage=0.0995203


Tree=6131
num_leaves=25
num_cat=0
split_feature=17 17 17 17 17 0 5 18 3 3 20 5 18 21 4 3 4 17 17 1 9 8 7 17
split_gain=0.00385818 0.0284083 0.00347822 0.0250145 0.00745028 0.0183147 0.00565446 0.00379579 0.00899933 0.00784011 0.0146016 0.00334419 0.00441848 0.00372384 0.00329861 0.0104857 0.00528733 0.00335221 0.00546738 0.00434628 0.00300166 0.00288807 0.00337343 0.00220527
threshold=-0.09744499999999999 -0.10811499999999999 -0.053765 -0.065699999999999995 -0.033249999999999995 -0.069824999999999984 0.0043900000000000015 -0.081614999999999993 0.090835000000000013 0.087625000000000022 -0.0094199999999999996 -0.0018599999999999999 0.090725000000000014 0.086155000000000023 0.10343500000000001 0.11061500000000002 0.096160000000000009 -0.14488499999999999 -0.12647999999999998 -0.15353499999999998 0.083795000000000022 0.11446000000000002 0.080610000000000029 0.51326500000000019
decision_type=2 2 2 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 3 6 5 -4 11 8 9 10 -6 12 13 -2 16 -16 17 19 -19 -1 -21 22 23 -9
right_child=2 -3 4 -5 7 -7 -8 21 -10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25
leaf_value=-0.00082042149649524379 -0.00011533519400429889 -0.0024348845501041519 -0.0017515791588286575 0.0023643434084029032 0.0017212111319475497 0.00063829257320151766 0.00085449891558144234 -9.4156521395076248e-06 0.0014557938084184142 -0.00084612947244171763 -0.00035727073091887005 -0.00089120313190431942 -0.00080742807655414476 0.0006912744217190467 -0.0014628613381460689 0.00032087093719665986 0.00091338367017722896 0.0012470880469936647 -0.00018187859767318463 0.0004878054042741162 -0.00013305658973911537 0.00063509061330095271 0.00081049577200534696 -0.00041257626912137628
leaf_weight=79 147 52 74 52 57 55 71 1626 62 62 80 48 54 91 61 69 62 49 56 92 472 69 47 147
leaf_count=79 147 52 74 52 57 55 71 1626 62 62 80 48 54 91 61 69 62 49 56 92 472 69 47 147
internal_value=0 -0.000170257 5.87679e-05 0.000307494 7.87769e-06 -0.000726296 4.52676e-05 5.23089e-05 0.000408077 7.75383e-05 0.000501524 -0.000121311 2.44287e-06 0.000189635 -4.41083e-05 -0.000509814 2.9624e-05 -4.25344e-05 0.000477176 -0.000128675 -3.03297e-05 2.71965e-06 -2.08051e-05 -4.33036e-05
internal_weight=0 992 2742 463 2279 129 411 2150 261 199 137 340 292 238 940 130 810 748 105 643 564 1889 1820 1773
internal_count=3734 992 2742 463 2279 129 411 2150 261 199 137 340 292 238 940 130 810 748 105 643 564 1889 1820 1773
is_linear=0
shrinkage=0.0995203


Tree=6132
num_leaves=17
num_cat=0
split_feature=2 9 0 0 9 26 6 6 3 4 0 0 3 2 3 0
split_gain=0.00830555 0.0136804 0.00249013 0.00692391 0.00448374 0.00363258 0.00337515 0.00433273 0.00270259 0.00806561 0.00673581 0.00568222 0.00354999 0.0027966 0.0025615 0.00239623
threshold=-0.23128999999999997 0.095415000000000014 -0.080614999999999992 -0.080974999999999991 0.11408000000000003 0.12456500000000002 0.11056500000000001 0.096575000000000022 0.08785500000000003 0.086545000000000025 -0.079564999999999983 -0.078809999999999991 0.090595000000000023 -0.085089999999999985 -0.02172 -0.07298499999999998
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 13 -10 -12 -13 -4 -11 -14
right_child=2 -3 8 -5 -6 -7 -8 -9 10 14 11 12 15 -15 -16 -17
leaf_value=-0.0001586407399514728 -5.3482966081831077e-05 0.0020437848533070872 -0.0014706148392577569 -0.001244796629370788 0.00067802425690049431 -0.00084006126715609197 -0.00065608818358777843 0.00076658607339986917 0.0010506677381115948 -5.4116055595401148e-05 -0.00093184761302155894 0.00078092353709171669 0.0003516688212959429 -0.00036751478223329007 0.00082103510816803672 -1.8601986460488433e-06
leaf_weight=59 1868 52 47 49 81 60 88 66 78 87 51 80 255 49 52 726
leaf_count=59 1868 52 47 49 81 60 88 66 78 87 51 80 255 49 52 726
internal_value=0 0.000865752 -7.99503e-06 -7.42969e-05 -4.74022e-05 -7.60181e-05 -5.29413e-05 -2.50739e-05 9.43496e-05 -0.000212596 0.000155653 9.21368e-05 0.000142129 -0.000916102 0.000267389 8.92013e-05
internal_weight=0 111 3637 2212 2163 2082 2022 1934 1425 235 1190 1112 1061 96 139 981
internal_count=3748 111 3637 2212 2163 2082 2022 1934 1425 235 1190 1112 1061 96 139 981
is_linear=0
shrinkage=0.0995203


Tree=6133
num_leaves=15
num_cat=0
split_feature=17 18 9 9 9 17 17 8 26 22 22 21 3 17
split_gain=0.0105841 0.0146513 0.00528059 0.00265716 0.00408088 0.00293216 0.00268336 0.00259975 0.00214715 0.0020903 0.00314106 0.00211966 0.00445826 0.00355623
threshold=-0.54752499999999993 -0.060544999999999995 0.092855000000000021 0.11007500000000002 0.10679000000000001 -0.026504999999999997 0.12439000000000001 -0.066829999999999987 0.11275500000000002 0.13240000000000005 0.11578000000000002 0.10068500000000002 0.11360500000000003 -0.013125
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 8 7 -7 -5 10 11 13 -13 -2
right_child=3 -3 -4 5 -6 6 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.00063446941147623278 -0.0001919621950598233 0.0016791666688448247 -0.0008708003976977864 0.00038497827140698506 -0.00093156844574731766 0.0001819186048577712 -9.9781827997716329e-05 0.0011069942874091714 -0.0004751603132337783 0.0006242528661955575 -0.00086051349293323495 -7.9879012956414925e-05 0.00058604493013101461 3.7346690657635349e-05
leaf_weight=46 1195 88 46 48 51 52 49 80 70 47 46 254 162 1514
leaf_count=46 1195 88 46 48 51 52 49 80 70 47 46 254 162 1514
internal_value=0 0.00076053 -0.000109267 -2.15217e-05 -4.77075e-05 0.000262033 0.000514531 0.000748772 -0.000118336 -3.34453e-05 -4.34518e-05 -3.11626e-05 0.000177479 -6.35044e-05
internal_weight=0 180 92 3568 3269 299 181 132 118 3218 3171 3125 416 2709
internal_count=3748 180 92 3568 3269 299 181 132 118 3218 3171 3125 416 2709
is_linear=0
shrinkage=0.0995203


Tree=6134
num_leaves=15
num_cat=0
split_feature=17 9 6 8 21 21 21 8 9 29 21 20 8 1
split_gain=0.00858195 0.0144199 0.00765504 0.0024927 0.00177314 0.0040523 0.00347003 0.00390476 0.00396993 0.00228183 0.00309132 0.00262152 0.00435605 0.00300339
threshold=-0.54752499999999993 0.095415000000000014 -0.011749999999999998 0.24853500000000003 0.10068500000000002 0.096850000000000033 0.094920000000000018 0.10649000000000002 0.10864500000000002 -0.077709999999999987 0.10343500000000001 -0.077044999999999988 -0.00076499999999999995 -0.049499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -2 -6 -11 12 -12 -13
right_child=3 -3 -4 -5 9 -7 -8 -9 -10 10 11 13 -14 -15
leaf_value=0.0010966603502447093 -6.9482768187480298e-05 0.0021221948991605134 -0.0004708907217821466 0.00055967267085435134 -0.00052881364445847665 -0.00081801487570169707 0.00075144040754107915 -0.00073771095176312083 0.00045365024544851448 0.00086578419622120755 0.00076728261806892622 0.00065466521136232708 -0.00036338608956296853 -0.00018893589651504717
leaf_weight=50 2546 50 80 72 48 69 53 82 152 59 113 49 47 278
leaf_count=50 2546 50 80 72 48 69 53 82 152 59 113 49 47 278
internal_value=0 0.000684842 0.000125717 -1.9357e-05 -3.15163e-05 -6.37689e-05 -4.51096e-05 -6.05901e-05 -3.97071e-05 0.000124677 0.000183626 9.93011e-05 0.000430032 -6.00212e-05
internal_weight=0 180 130 3568 3496 2902 2833 2780 2698 594 546 487 160 327
internal_count=3748 180 130 3568 3496 2902 2833 2780 2698 594 546 487 160 327
is_linear=0
shrinkage=0.0995203


Tree=6135
num_leaves=18
num_cat=0
split_feature=2 18 29 0 21 21 8 4 20 26 6 9 6 26 0 0 0
split_gain=0.00557457 0.0116693 0.00193091 0.00456983 0.00207623 0.00351513 0.00727427 0.00348607 0.00734591 0.00279696 0.006239 0.0144269 0.00385536 0.00292771 0.00269667 0.0029058 0.00266767
threshold=-0.23128999999999997 -0.060544999999999995 -0.085039999999999991 -0.057604999999999996 0.10237500000000002 0.096850000000000033 -0.077604999999999993 0.10845500000000002 -0.083135000000000001 0.099260000000000029 0.11596500000000003 0.11296000000000002 0.12241500000000002 0.096275000000000013 -0.11896 -0.050494999999999991 -0.075914999999999996
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 9 -7 8 -6 12 11 -11 13 -4 -10 -16 -9
right_child=2 -3 4 -5 7 6 -8 16 14 10 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.0003861572719064509 0.00079269067587676013 0.0016510480513900851 -3.2639556323625334e-05 -0.00041711798352950241 0.0011965268992948051 0.00030194408720293607 -0.0013338621327293456 -0.00079150706911959134 0.00078186131732199541 0.00029963858556933279 0.0011777503576231891 -0.0014706315685364144 -0.00073656959896957453 -0.00068725157864575755 -0.00012399255329995963 0.00068411503573609703 0.00016820295038379792
leaf_weight=51 87 60 2230 47 72 47 61 61 50 325 56 53 85 70 289 52 52
leaf_count=51 87 60 2230 47 72 47 61 61 50 325 56 53 85 70 289 52 52
internal_value=0 0.00070766 -8.15437e-06 0.000362246 -2.2557e-05 -5.67482e-05 -0.000614404 0.000149768 0.00027171 -3.50932e-05 0.000196758 4.92603e-05 -7.76266e-05 -5.29185e-05 9.93178e-05 0 -0.000342626
internal_weight=0 111 3637 134 3503 2927 108 576 463 2819 434 378 2385 2300 391 341 113
internal_count=3748 111 3637 134 3503 2927 108 576 463 2819 434 378 2385 2300 391 341 113
is_linear=0
shrinkage=0.0995203


Tree=6136
num_leaves=28
num_cat=0
split_feature=9 9 9 0 0 2 0 26 27 20 7 23 0 17 17 5 0 26 5 3 9 1 26 3 3 1 3
split_gain=0.00531286 0.00476759 0.0208102 0.00554409 0.0185678 0.0408074 0.00990697 0.00329035 0.00395167 0.00373937 0.00385055 0.00365973 0.00309634 0.00943807 0.0069383 0.00305762 0.00604387 0.00424534 0.00413207 0.00361165 0.00263952 0.010588 0.00687597 0.00245059 0.00642366 0.00242843 0.00127807
threshold=0.22832000000000005 0.083795000000000022 0.083235000000000017 -0.085754999999999984 -0.087184999999999999 -0.084474999999999995 -0.085144999999999985 0.085075000000000026 0.079055000000000028 -0.085349999999999995 0.077315000000000023 0.086650000000000019 -0.082794999999999994 -0.000475 -0.0087149999999999988 -0.088935 -0.089449999999999988 0.091195000000000012 -0.056974999999999998 0.088605000000000017 0.11408000000000003 0.066150000000000028 0.11746500000000003 0.10648500000000002 0.086605000000000029 -0.080844999999999986 0.10502000000000002
decision_type=2 2 2 2 2 2 2 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 15 -6 -5 9 26 23 11 -11 13 14 -8 16 19 18 -17 -3 21 -14 -22 24 -1 -7 -9
right_child=-2 3 -4 6 5 25 12 8 -10 10 -12 -13 20 -15 -16 17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28
leaf_value=0.00031132615002905375 0.0010219834776584555 0.00048857994629844873 0.0017047126332900605 0.0013755619657233979 -0.0037511291586425268 -0.00068888144789992572 -0.00025943440803793131 -0.0011593171085630591 0.00027277290103483204 0.00035511487244000133 -0.00061940403966838679 -0.00049963614603677395 3.270550283574607e-05 -0.0011414901594303532 0.0011255844320210136 0.0006411685019628206 -0.0012245866104645452 0.00086921423813524014 -0.00025220325104576767 -0.00028847136407454883 0.00042827174760012881 0.0013491951451841714 -0.00097616625128753981 0.00020330137935535781 -0.0011861345796144839 0.00029404049851472242 -0.000381169883169723
leaf_weight=48 52 79 82 53 46 46 140 46 56 643 49 53 1142 91 48 69 55 66 199 233 61 64 78 65 67 53 46
leaf_count=48 52 79 82 53 46 46 140 46 56 643 49 53 1142 91 48 69 55 66 199 233 61 64 78 65 67 53 46
internal_value=0 8.59371e-06 0.000176256 -6.78355e-05 -0.000275655 -0.00130108 3.65158e-05 5.8686e-05 -0.000375589 0.000129055 0.000228013 0.00028885 -6.68061e-06 -0.000308847 8.98332e-05 -6.23813e-05 -0.000261494 0.000153953 -1.91387e-05 -8.90941e-05 5.53907e-05 0.000103248 -0.000353941 -0.000275975 -0.000553989 -0.000154402 -0.000779142
internal_weight=0 3678 1155 2523 846 145 1677 1073 148 925 745 696 1624 279 188 701 367 334 268 312 1345 1206 139 180 115 99 92
internal_count=3730 3678 1155 2523 846 145 1677 1073 148 925 745 696 1624 279 188 701 367 334 268 312 1345 1206 139 180 115 99 92
is_linear=0
shrinkage=0.0995203


Tree=6137
num_leaves=28
num_cat=0
split_feature=4 4 1 3 18 8 8 26 3 1 21 17 1 21 8 1 2 2 18 2 2 20 4 4 4 2 18
split_gain=0.00442137 0.0165983 0.00341029 0.0023972 0.0067964 0.0146238 0.0324902 0.00378528 0.00378396 0.00352398 0.00303895 0.00697377 0.00397178 0.00394946 0.00453738 0.00258384 0.00609812 0.00510833 0.00545034 0.00234391 0.00399754 0.00462803 0.00613234 0.00386755 0.00260919 0.00159846 0.00136222
threshold=0.083555000000000018 0.085590000000000013 0.62198500000000012 0.087570000000000023 -0.016464999999999997 -0.084324999999999997 -0.086404999999999996 0.085005000000000011 0.087825000000000028 -0.088495000000000004 -0.085574999999999998 -0.54892999999999992 -0.007069999999999999 -0.080634999999999998 -0.080724999999999991 -0.090374999999999997 -0.087245000000000003 -0.08569499999999998 -0.007069999999999999 0.42136500000000005 0.097745000000000012 -0.060199999999999997 0.10495500000000003 0.08858000000000002 0.13707500000000003 0.15165000000000003 -0.094389999999999988
decision_type=2 2 2 2 2 2 2 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 5 6 -1 26 -5 -9 12 -12 -10 -13 -15 -6 -17 -18 -19 20 23 25 -23 -3 -25 -22 -7
right_child=1 2 -4 8 15 7 -8 9 10 -11 11 13 -14 14 -16 16 17 18 -20 -21 21 22 -24 24 -26 -27 -28
leaf_value=-5.6067073603383178e-05 0.0019665525135672628 -0.00083135707761283208 0.0007652473066200432 0.00083785920357877335 -0.00044548924879001884 -5.9889693364553458e-05 -0.0032870513989986905 -0.00014382253056600928 0.001153083580299962 0.0010200669266186035 -0.0011964025884286672 0.00081053305627439161 -0.00010681185345027121 -0.00026727190826689406 8.6005194133135241e-05 0.0011974382538479384 -0.00082744278004714933 0.00098006525978836271 -3.9020523770453301e-05 -0.00057580859377366178 0.00022216421170249788 -3.1363919561943421e-05 0.0011082394086236993 0.00010855527611678274 -0.00061776848622158186 -0.00058695956931338362 -0.00084228620781454534
leaf_weight=77 50 58 72 54 90 47 52 51 50 50 50 57 47 542 1069 48 61 65 253 55 48 74 121 441 55 47 46
leaf_count=77 50 58 72 54 90 47 52 51 50 50 50 57 47 542 1069 48 61 65 253 55 48 74 121 441 55 47 46
internal_value=0 0.000197323 0.000105377 -4.55937e-05 -0.00018532 -0.000543627 -0.00136483 0 1.67667e-05 0.000424255 -7.21151e-06 -3.82555e-05 0.00053418 -3.04805e-06 -3.23421e-05 3.69513e-05 0.000140554 4.54035e-06 0.000166709 5.16177e-05 9.34744e-05 0.000393221 0.000671577 -6.19552e-05 2.63648e-05 -0.000169522 -0.000455684
internal_weight=0 1021 971 2709 840 323 129 194 1869 101 1815 1718 97 1668 1611 517 427 379 318 899 844 290 195 554 496 95 93
internal_count=3730 1021 971 2709 840 323 129 194 1869 101 1815 1718 97 1668 1611 517 427 379 318 899 844 290 195 554 496 95 93
is_linear=0
shrinkage=0.0995203


Tree=6138
num_leaves=26
num_cat=0
split_feature=9 9 9 0 0 0 3 0 4 17 21 4 17 17 0 17 17 0 9 8 21 21 21 26 1
split_gain=0.00418206 0.00343854 0.0186269 0.00435717 0.015769 0.0085622 0.00269785 0.00324815 0.00382363 0.00383317 0.00280433 0.0045531 0.0114375 0.00564158 0.0023807 0.00763921 0.00572444 0.00243976 0.011741 0.0037605 0.00212817 0.00678027 0.0056989 0.00433434 0.00282475
threshold=0.22832000000000005 0.083795000000000022 0.083235000000000017 -0.085754999999999984 -0.086474999999999996 -0.085144999999999985 0.088055000000000022 0.047575000000000013 0.13954000000000003 -0.079754999999999993 0.087365000000000012 0.085720000000000018 -0.012064999999999999 -0.040589999999999994 -0.082794999999999994 -0.000475 -0.068169999999999994 -0.08176499999999999 0.08938500000000002 -0.087129999999999999 0.094920000000000018 0.090830000000000022 0.099305000000000018 0.088115000000000013 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 6 4 20 -5 10 8 9 -8 11 13 -13 -1 15 16 -7 18 -16 -19 21 23 -22 -3 -24
right_child=-2 3 -4 5 -6 14 7 -9 -10 -11 -12 12 -14 -15 17 -17 -18 19 -20 -21 22 -23 24 -25 -26
leaf_value=-0.001026876893146492 0.00090486544808250093 0.00013256970119738664 0.0015941372856601852 0.0012782104874218935 -0.0015645138404164552 -0.00051939262441504542 -0.00019459175829218578 0.00077744863072064555 -0.00062332807882764074 0.00034215845528228752 -0.00083647498312457234 0.0013673429875806456 -0.00051102755364423619 0.00013799946341120281 -0.00017572681324578646 -0.0010209979698166522 0.0005837809312000988 0.00061948994205465952 0.0017285982844964633 -4.9396366674511473e-05 0.0011477860376982497 -0.001176183236382653 0.00044730977101354566 -0.00048215041623346185 -0.00043417307110281986
leaf_weight=78 52 328 82 53 81 84 198 73 69 386 56 61 67 85 99 91 104 90 47 1109 46 63 56 173 99
leaf_count=78 52 328 82 53 81 84 198 73 69 386 56 61 67 85 99 91 104 90 47 1109 46 63 56 173 99
internal_value=0 5.75844e-06 0.000148181 -5.91164e-05 -0.000243369 3.33457e-05 3.6916e-05 0.000146652 7.48807e-05 0.000158776 -0.000190317 -6.31572e-05 0.000377738 -0.000414404 -6.77699e-06 -0.00027178 8.65192e-05 4.75853e-05 0.000431703 1.29212e-07 -0.000102413 -0.000202179 0.000173455 -7.8065e-05 -0.00011042
internal_weight=0 3678 1155 2523 846 1677 1073 726 653 584 347 291 128 163 1624 279 188 1345 146 1199 765 564 201 501 155
internal_count=3730 3678 1155 2523 846 1677 1073 726 653 584 347 291 128 163 1624 279 188 1345 146 1199 765 564 201 501 155
is_linear=0
shrinkage=0.0995203


Tree=6139
num_leaves=28
num_cat=0
split_feature=4 3 8 3 0 0 3 3 8 8 0 3 3 2 8 2 8 8 3 3 8 8 2 0 4 4 3
split_gain=0.00364024 0.00376006 0.00587617 0.0142211 0.0046844 0.00869109 0.0283348 0.00468467 0.0060337 0.00649319 0.00339041 0.00328847 0.00299862 0.0032884 0.00252818 0.00713838 0.00243061 0.00299251 0.00673148 0.00739378 0.00493257 0.00776127 0.00305642 0.00199487 0.00183276 0.00362786 0.00244727
threshold=0.15221500000000004 0.087570000000000023 -0.10337499999999999 0.091545000000000029 -0.085474999999999982 -0.086775000000000005 0.085295000000000024 0.084895000000000012 -0.08237499999999999 -0.079219999999999999 0.019150000000000004 0.086335000000000023 0.084145000000000011 -0.084474999999999995 -0.49499500000000002 0.31326500000000007 -0.094375000000000001 -0.08595499999999999 0.088685000000000028 0.091140000000000013 -0.082094999999999987 -0.081415000000000001 -0.082275000000000001 -0.12236 0.086380000000000026 0.08024000000000002 0.083725000000000022
decision_type=2 2 2 2 2 2 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 24 -7 10 11 -10 12 -9 13 -6 -5 23 -4 18 -18 -20 22 -22 -19 -16 25 26 -1
right_child=-2 2 16 14 7 6 -8 8 9 -11 -12 -13 -14 -15 15 -17 17 20 19 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=-0.00059334858040666788 0.00076678927783355036 0.002097539521422929 -0.00058873323063199031 -0.00030858032245806088 0.00093284693286770299 0.00026823709332111185 -0.0028942058641607334 0.0003948827986941747 -0.00072233362345692305 0.00066810833119703675 -0.0008181349557141661 0.0016021017907183763 -0.00051770805613799787 -0.0001075106409362525 -0.00041576861178473963 0.0014256089737982741 0.0011746234701685713 -0.00078765998151364284 -0.00084902422997230464 0.00043624750929568143 0.0013260733050161225 1.4525343018305009e-05 -9.1678278692707501e-05 0.0003715214160962778 -0.00065216623415048473 0.00069030225151869471 -2.6096532808380446e-05
leaf_weight=106 63 46 64 71 49 63 50 46 66 67 67 48 70 75 60 48 71 119 63 149 46 1628 138 68 64 53 272
leaf_count=106 63 46 64 71 49 63 50 46 66 67 67 48 70 75 60 48 71 119 63 149 46 1628 138 68 64 53 272
internal_value=0 3.53732e-06 6.95525e-05 0.000489161 -0.000150574 -0.000335158 -0.00112383 7.77208e-05 0.000409575 -1.57303e-05 -0.000207766 0.00102004 0 0.000296997 0.000186311 0.000390606 1.52224e-05 3.30507e-05 0.000335373 5.0442e-05 -1.08327e-05 5.10546e-05 -0.000417128 0 -0.000153464 -7.75109e-05 -0.000187333
internal_weight=0 3667 2571 293 1096 608 113 488 227 133 261 94 194 124 247 176 2278 2214 283 212 1931 1674 257 128 495 431 378
internal_count=3730 3667 2571 293 1096 608 113 488 227 133 261 94 194 124 247 176 2278 2214 283 212 1931 1674 257 128 495 431 378
is_linear=0
shrinkage=0.0995203


Tree=6140
num_leaves=12
num_cat=0
split_feature=22 17 9 7 12 4 4 4 8 4 7
split_gain=0.02704 0.011268 0.0194342 0.00275497 0.00225135 0.0035955 0.00582407 0.00426943 0.00401447 0.00290593 0.00157428
threshold=0.13292500000000004 0.51734000000000024 0.091310000000000016 0.082845000000000016 0.097490000000000021 0.10716000000000002 0.10925500000000002 0.10495500000000003 -0.49499500000000002 0.10252500000000002 0.10303000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 9 -8 -1 -5
right_child=-2 2 -4 10 -6 6 8 -9 -10 -11 -12
leaf_value=5.3231721975660435e-05 0.0024058879877594135 5.6536261274569236e-05 -0.0025487787365927723 -0.00092524783214293987 0.000668486715933089 -0.0012799542830337399 -0.00091459441551428619 0.0009091388961228956 -2.0489773147773597e-06 -0.00064588320301035959 -0.00012411848478016585
leaf_weight=2835 46 70 47 47 53 48 55 57 376 60 56
leaf_count=2835 46 70 47 47 53 48 55 57 376 60 56
internal_value=0 -2.18712e-05 -0.000983047 9.25198e-06 2.44723e-05 1.42853e-05 -0.000238305 5.55487e-05 -0.000120399 3.84595e-05 -0.00049763
internal_weight=0 3704 117 3587 3484 3431 479 2952 431 2895 103
internal_count=3750 3704 117 3587 3484 3431 479 2952 431 2895 103
is_linear=0
shrinkage=0.0995203


Tree=6141
num_leaves=15
num_cat=0
split_feature=10 17 9 7 3 5 9 8 18 0 2 26 2 2
split_gain=0.0267295 0.00859703 0.0162039 0.00299555 0.00249315 0.00583406 0.00465834 0.00770313 0.00474849 0.00261863 0.00210179 0.00778473 0.00315245 0.00161743
threshold=0.096215000000000023 0.51734000000000024 0.091310000000000016 0.082845000000000016 0.090595000000000023 0.27139000000000008 0.091750000000000012 -0.054384999999999996 -0.11166 -0.229625 -0.080744999999999997 0.10304500000000003 -0.079954999999999984 -0.10077999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 8 -8 -1 -6 11 -11 -12 -5
right_child=-2 2 -4 13 9 -7 7 -9 -10 10 12 -13 -14 -15
leaf_value=-0.00074660704848339204 0.0021848264969150611 7.6581663058278792e-05 -0.0022951237339348214 -0.0009782914987013305 -0.00060700705221935504 0.0012025530133925031 -9.9928282789075776e-05 0.0016253647862378379 7.146587203356158e-05 -7.3456713634618246e-05 0.000785300053655998 -0.0013589254533989024 7.5708045798184255e-07 -0.00012043316894611081
leaf_weight=74 55 71 47 46 83 47 52 49 1368 474 53 52 1233 46
leaf_count=74 55 71 47 46 83 47 52 49 1368 474 53 52 1233 46
internal_value=0 -2.53371e-05 -0.000861144 2.00614e-06 1.70314e-05 0.000109109 7.52718e-05 0.00072899 2.89166e-05 -5.97941e-05 -3.42768e-05 -0.000202094 3.37271e-05 -0.000558261
internal_weight=0 3695 118 3577 3485 1590 1543 101 1442 1895 1812 526 1286 92
internal_count=3750 3695 118 3577 3485 1590 1543 101 1442 1895 1812 526 1286 92
is_linear=0
shrinkage=0.0995203


Tree=6142
num_leaves=19
num_cat=0
split_feature=22 19 1 1 1 18 18 1 8 2 21 5 2 2 8 2 8 9
split_gain=0.0221105 0.00920411 0.00220082 0.00495596 0.00940332 0.00548104 0.00719974 0.00363586 0.00338288 0.00300348 0.00534781 0.00536646 0.00380285 0.00243548 0.00178274 0.00318953 0.00291334 0.00125865
threshold=0.13292500000000004 0.14023500000000003 0.0015850000000000003 -0.010395 -0.0088199999999999997 -0.08727 -0.019539999999999998 -0.011964999999999998 0.11446000000000002 -0.081445000000000004 0.087705000000000019 -0.12429 -0.079555000000000001 -0.077544999999999989 -0.078844999999999985 0.096520000000000022 -0.080445000000000003 0.089855000000000032
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 -7 14 9 10 17 -12 -11 -14 16 -16 -1 -4
right_child=-2 -3 8 4 5 6 -8 -9 -10 12 11 -13 13 -15 15 -17 -18 -19
leaf_value=5.2726770665218331e-05 0.0021747607205772949 -0.0014044328831815892 0.00025098757123258596 0.0014570417120632363 0.0011010512177719995 -0.00095740276982438988 0.00025083186837158202 -0.00076888058278714786 0.00057233801782968037 0.00057104068371363343 -0.00028519687727994979 -0.0017971302646984078 -0.00081589627902286838 -9.9485843801347222e-05 -0.0001441562328507524 0.00047590164745564539 0.00069661311287462697 -0.00041767244521463904
leaf_weight=1045 46 47 64 66 51 63 217 61 65 80 48 48 51 687 897 90 75 49
leaf_count=1045 46 47 64 66 51 63 217 61 65 80 48 48 51 687 897 90 75 49
internal_value=0 -2.0577e-05 -2.56773e-06 4.75776e-05 0.00037091 0.000151866 -1.80974e-05 -1.12528e-05 -0.000121104 -0.00016579 -0.000503221 -0.00104969 -7.85749e-05 -0.000150103 1.02929e-05 -8.67866e-05 9.65751e-05 -3.17179e-05
internal_weight=0 3704 3657 2565 397 331 280 2168 1092 1027 209 96 818 738 2107 987 1120 113
internal_count=3750 3704 3657 2565 397 331 280 2168 1092 1027 209 96 818 738 2107 987 1120 113
is_linear=0
shrinkage=0.0995203


Tree=6143
num_leaves=17
num_cat=0
split_feature=10 19 4 4 0 0 4 6 20 20 21 18 20 7 6 3
split_gain=0.0217602 0.00573648 0.00227415 0.00605678 0.00610275 0.00739287 0.0046207 0.00446902 0.00291622 0.00720149 0.0102835 0.00419814 0.00233743 0.00208176 0.00322979 0.00174304
threshold=0.096215000000000023 0.14023500000000003 0.10845500000000002 0.11706000000000001 -0.14824999999999997 -0.069294999999999982 0.12061000000000001 0.18123500000000006 -0.094259999999999997 -0.08237499999999999 -0.018669999999999996 -0.090104999999999991 -0.077649999999999983 0.032330000000000012 -0.09007999999999998 0.090995000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 -6 -5 8 11 10 -10 -1 -11 14 -8 -13
right_child=-2 -3 3 6 5 -7 13 -9 9 12 -12 15 -14 -15 -16 -17
leaf_value=-0.0011092149456406158 0.0019706549520201698 -0.0010615322474556588 -0.0016629247562899041 0.00093815484064011748 0.00054974401023812666 -0.0011310456890770738 0.00026729703680129931 0.00088872468465853172 0.0017306796841304751 -0.00028323888442069846 0.0001983454583618456 0.00031306142702944534 1.6742433914188638e-05 -0.00073829134825333532 -0.00043508973868517097 -0.00036516722124712832
leaf_weight=54 55 52 48 47 51 52 162 58 56 289 200 63 2318 46 108 91
leaf_count=54 55 52 48 47 51 52 162 58 56 289 200 63 2318 46 108 91
internal_value=0 -2.35057e-05 -8.46422e-06 -0.000202633 -0.000732436 -0.000290862 1.54977e-05 2.31703e-05 6.55654e-06 3.2958e-05 0.000536742 -0.000352909 -1.61981e-05 -0.000119142 -1.06258e-05 -8.23943e-05
internal_weight=0 3695 3643 514 151 103 363 3129 3071 2863 256 208 2607 316 270 154
internal_count=3750 3695 3643 514 151 103 363 3129 3071 2863 256 208 2607 316 270 154
is_linear=0
shrinkage=0.0995203


Tree=6144
num_leaves=29
num_cat=0
split_feature=6 6 8 5 6 5 26 9 29 4 4 0 17 17 26 17 1 1 1 9 4 8 4 4 0 3 0 30
split_gain=0.00558701 0.0344375 0.0548438 0.00877669 0.0141171 0.0074007 0.00813382 0.0064272 0.00564006 0.00608445 0.00872689 0.00496783 0.00439881 0.0131188 0.00553342 0.00702206 0.00464554 0.011822 0.0044349 0.0039496 0.00386318 0.00616723 0.00595309 0.00355193 0.00299513 0.00269051 0.00268464 0.00168689
threshold=0.016740000000000005 0.084050000000000027 -0.086914999999999992 0.0063000000000000009 0.093835000000000016 0.054660000000000007 0.096685000000000021 0.093535000000000021 -0.10671499999999999 0.11374000000000002 0.11860000000000002 -0.016659999999999998 -0.012064999999999999 -0.020405 0.095525000000000013 -0.05543 -0.082635 -0.08113999999999999 -0.078509999999999983 0.084835000000000022 0.10739000000000003 -0.0024749999999999998 0.10533000000000002 0.10300500000000003 -0.086589999999999986 0.081685000000000021 -0.066264999999999991 0.087435000000000027
decision_type=2 2 2 2 2 2 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 12 -5 -6 7 -7 -1 20 -11 26 13 14 15 -3 19 -18 -19 24 22 -22 23 25 -14 -10 27 -12
right_child=1 3 -4 4 5 6 -8 -9 9 10 11 -13 16 -15 -16 -17 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0010062943010745791 0.0042695487608991984 -0.0001687982282011556 5.0812816201444065e-05 0.0017503816078841637 0.0011586802155239043 -0.00017818495860224206 -0.0010698155169715038 0.0011615309281264705 -0.00070199962807259786 -0.0014529713721509758 1.1527558777098929e-05 -0.00095228527815341684 0.00033462555338334372 -0.0018099958250684728 -0.00086057981702883553 0.0011903211366085138 -0.001270785189875996 0.00069699783713276272 -8.9394892548268833e-05 -3.9264133941142528e-07 -5.6136025786025149e-05 0.0014294023723948196 -0.0010686579658989489 0.00072623521092181071 0.0014988155201099414 -2.7199822363298865e-05 0.00059701117009698548 -0.00070202309931630743
leaf_weight=47 51 187 77 68 57 105 63 53 61 72 107 69 46 55 79 47 75 92 307 87 67 46 56 60 46 1564 58 46
leaf_count=47 51 187 77 68 57 105 63 53 61 72 107 69 46 55 79 47 75 92 307 87 67 46 56 60 46 1564 58 46
internal_value=0 0.000177059 0.00173811 3.02897e-05 0.000463943 0.000146329 -0.000111071 0.000266032 -7.09806e-05 -9.43036e-05 -0.000473735 -0.000219007 -0.000115866 -0.000391235 -0.000139316 0.000100689 3.80647e-05 -0.000123691 8.98771e-05 0.000470973 -2.18233e-05 0.000541352 -5.88466e-05 -2.48002e-05 0.000925619 -5.30346e-05 1.69053e-05 -0.000197654
internal_weight=0 1495 128 1367 346 278 221 158 2253 2206 352 280 1021 368 313 234 653 474 399 179 1854 113 1741 1685 92 1625 211 153
internal_count=3748 1495 128 1367 346 278 221 158 2253 2206 352 280 1021 368 313 234 653 474 399 179 1854 113 1741 1685 92 1625 211 153
is_linear=0
shrinkage=0.0995203


Tree=6145
num_leaves=29
num_cat=0
split_feature=6 6 1 5 6 5 2 0 29 4 4 0 4 8 4 6 6 2 1 6 5 6 8 4 9 0 2 21
split_gain=0.004681 0.032749 0.0557799 0.00661375 0.0114449 0.00600312 0.00505114 0.012125 0.00458318 0.00513264 0.00764224 0.00394876 0.00301213 0.00511116 0.0048373 0.00298485 0.010912 0.0188382 0.00604735 0.0155345 0.00364385 0.00291779 0.0033719 0.00287181 0.00269978 0.00509242 0.00427827 0.00192156
threshold=0.024640000000000006 0.082725000000000021 -0.095674999999999996 0.0063000000000000009 0.093835000000000016 0.054660000000000007 -0.068779999999999994 -0.077784999999999993 -0.10671499999999999 0.11378500000000003 0.11860000000000002 -0.016659999999999998 0.10739000000000003 -0.0024749999999999998 0.10533000000000002 0.091615000000000016 0.089810000000000015 -0.080914999999999987 -0.083284999999999984 0.093595000000000025 -0.039649999999999998 -0.082809999999999995 -0.409445 0.10300500000000003 0.08735500000000003 -0.087184999999999999 -0.08126499999999999 -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 2 2
left_child=8 2 -2 15 -5 -6 7 -7 -1 12 -11 21 14 -14 23 16 24 -18 -17 -20 -21 22 -12 27 25 -3 -26 -10
right_child=1 3 -4 4 5 6 -8 -9 9 10 11 -13 13 -15 -16 18 17 -19 19 20 -22 -23 -24 -25 26 -27 -28 -29
leaf_value=0.00090614772672811751 -0.00039719612048419711 0.00075860773279817773 0.004438361088158092 0.0015761832148053455 0.0010433679762196094 0.00042523272082394177 0.00050874941166845179 -0.0014352048697066644 0.00056531798926729934 -0.0013656822363975868 -0.00045159336497250699 -0.0008575137105149705 -5.2869255466042626e-05 0.0012871479749906605 -0.00096230496087321908 -0.00073086819154114544 -0.0020954824175755862 0.00045376128000590085 0.0018704950606995433 -0.00017824410102070028 0.00061305949330634347 -0.00065331053336051791 0.00050790007102792468 0.00065396014844340262 0.00016265046198244267 -9.5885837753438636e-05 -0.00099703611067203943 -6.6223583952945575e-05
leaf_weight=47 48 92 46 68 57 71 83 67 49 70 52 69 70 46 56 70 72 47 52 238 76 51 116 60 61 273 63 1578
leaf_count=47 48 92 46 68 57 71 83 67 49 70 52 69 70 46 56 70 72 47 52 238 76 51 116 60 61 273 63 1578
internal_value=0 0.000162466 0.00196043 4.02875e-05 0.000417771 0.000131473 -0.000100017 -0.000472091 -6.4852e-05 -8.58063e-05 -0.000430974 -0.000200946 -1.88946e-05 0.00047146 -5.19983e-05 -8.4033e-05 -0.000226983 -0.00108176 0.000113433 0.000277148 1.06746e-05 2.18007e-06 0.000206041 -2.12954e-05 -1.72963e-05 0.000117251 -0.000419943 -4.67004e-05
internal_weight=0 1484 94 1390 346 278 221 138 2264 2217 358 288 1859 116 1743 1044 608 119 436 366 314 219 168 1687 489 365 124 1627
internal_count=3748 1484 94 1390 346 278 221 138 2264 2217 358 288 1859 116 1743 1044 608 119 436 366 314 219 168 1687 489 365 124 1627
is_linear=0
shrinkage=0.0995203


Tree=6146
num_leaves=15
num_cat=0
split_feature=24 29 12 8 8 17 17 6 6 6 2 17 4 6
split_gain=0.00412235 0.00322623 0.00413406 0.00418048 0.0150962 0.00506701 0.0266627 0.0045525 0.00893777 0.00667527 0.013494 0.00582974 0.00364781 0.00353338
threshold=-0.070599999999999996 -0.11266 -0.086019999999999999 -0.091600000000000001 -0.092545000000000002 -0.0020399999999999997 -0.013125 0.092405000000000029 0.093835000000000016 0.089810000000000015 -0.080914999999999987 0.50644500000000015 0.13210500000000003 0.08785500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 9 -9 13 -11 -10 -7 -5
right_child=1 2 3 7 -6 12 -8 8 11 10 -12 -13 -14 -15
leaf_value=-0.00085686054170609966 0.00077841756954131612 -0.00090348239913109541 -3.3303078727089277e-05 -6.9945015098449436e-05 0.0019643625040043134 -0.00027835043508930575 0.0025785562633669455 0.0014897279198671232 -2.4402192151908433e-05 -0.0014390466643414931 0.00052240830236381013 0.00086480848019557569 0.00051411743479487244 0.0004099647773469074
leaf_weight=52 57 47 197 2024 48 279 48 51 474 95 54 86 72 164
leaf_count=52 57 47 197 2024 48 279 48 51 474 95 54 86 72 164
internal_value=0 3.50461e-05 2.31772e-05 3.55301e-05 0.000265305 0.000127094 0.000475067 -1.43872e-05 0.000227141 -7.78842e-05 -0.00072269 0.000110693 -0.000113461 -3.35996e-05
internal_weight=0 3696 3639 3592 644 596 245 2948 611 2337 149 560 351 2188
internal_count=3748 3696 3639 3592 644 596 245 2948 611 2337 149 560 351 2188
is_linear=0
shrinkage=0.0995203


Tree=6147
num_leaves=25
num_cat=0
split_feature=3 3 2 1 26 17 3 5 26 3 3 5 2 3 9 6 5 9 8 9 3 26 8 3
split_gain=0.00378551 0.0142983 0.00550111 0.00803658 0.00420038 0.00606004 0.00438297 0.00488595 0.00645472 0.00393021 0.0120094 0.010689 0.00624035 0.00495273 0.00415384 0.0106046 0.00383702 0.00358412 0.00449208 0.00348448 0.0028819 0.00227997 0.00571549 0.00158629
threshold=0.084855000000000028 0.08511500000000001 -0.086304999999999993 -0.08616 0.088435000000000027 0.056905000000000011 0.08400500000000001 -0.0089549999999999994 -0.019129999999999998 0.08920500000000002 0.088845000000000021 -0.095609999999999987 -0.079149999999999984 0.086015000000000022 0.11222500000000002 -0.09007999999999998 -0.014374999999999999 0.10371500000000002 -0.012329999999999999 0.10125500000000003 0.089535000000000017 0.15222000000000005 -0.051259999999999993 0.087385000000000032
decision_type=2 2 2 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 16 5 6 7 8 -4 10 11 -3 13 -13 17 -16 -1 19 -19 20 -11 22 -17 -14
right_child=1 9 4 -5 -6 -7 -8 -9 -10 14 -12 12 23 -15 15 21 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.00062471543647164233 0.0017507926619923634 0.0012146328823128599 0.0002594216095573605 -0.0013281912968698779 0.00087278628331752554 0.00088198682724049276 -0.00087053870237545231 0.00070697680131451886 -0.0012206326907733633 -0.00084572476604743302 0.0014427339631209351 0.00062709830106549922 -0.00035059377227760765 -5.9939096437771116e-05 0.0016852170197853653 0.00042656012205816434 -0.00049882893007958354 -5.4424729368726276e-05 -0.001339345704599496 0.00075072298474021071 -4.6691054641027689e-05 0.00061888420137477254 -0.00084308319156227549 -0.0012006498652310145
leaf_weight=46 49 77 65 90 50 51 89 61 52 46 73 135 48 445 48 73 86 63 49 53 1838 48 67 46
leaf_count=46 49 77 65 90 50 51 89 61 52 46 73 135 48 445 48 73 86 63 49 53 1838 48 67 46
internal_value=0 6.36488e-05 -0.000210855 -0.000602251 2.30338e-05 -0.000108001 -0.000300166 -1.03802e-05 -0.000391384 3.67949e-05 0.000223246 0.000103617 -2.20945e-05 9.85634e-05 -3.00835e-05 0.000364694 -0.000101089 -7.59528e-05 -0.000623887 -4.38478e-05 -6.66349e-05 2.31849e-05 -0.000175208 -0.000775288
internal_weight=0 3158 590 222 368 318 267 178 117 3109 824 751 674 580 2285 236 132 2049 112 1937 1884 188 140 94
internal_count=3748 3158 590 222 368 318 267 178 117 3109 824 751 674 580 2285 236 132 2049 112 1937 1884 188 140 94
is_linear=0
shrinkage=0.0995203


Tree=6148
num_leaves=18
num_cat=0
split_feature=26 0 1 1 29 1 3 3 5 0 26 10 5 3 6 3 6
split_gain=0.00871346 0.00646636 0.00592398 0.0160949 0.00450586 0.00423336 0.00328885 0.0053578 0.00523889 0.00370073 0.00256539 0.0021052 0.00355555 0.0024683 0.00643189 0.00495316 0.000833689
threshold=0.5128250000000002 -0.085684999999999997 -0.084514999999999993 -0.08616 -0.088709999999999997 -0.082039999999999988 0.088475000000000012 0.087625000000000022 -0.0047599999999999995 -0.088084999999999983 -0.086635000000000004 0.090150000000000022 0.62931500000000018 0.091225000000000014 0.092705000000000023 0.091865000000000016 0.087235000000000021
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 -3 -4 7 8 -7 10 -8 12 13 14 -6 -15 -1
right_child=-2 4 5 -5 11 6 9 -9 -10 -11 -12 -13 -14 15 -16 -17 -18
leaf_value=0.00010652210772901212 0.0012735056876307816 -0.00086217596072884638 0.00084597739618538694 -0.0020216792731734446 0.00013594411424635588 -0.00031931198506646071 -0.00049899636316294625 -0.001130661020738856 0.00079416524019783102 0.00071865139405503909 1.2970026268822117e-05 -0.00051338270835788607 0.00086913456200870078 -0.00086531785838792096 0.00095775948622580818 6.4271541241931463e-05 -0.00037013799837440868
leaf_weight=84 53 47 46 61 782 362 114 71 47 65 630 50 64 60 108 1046 62
leaf_count=84 53 47 46 61 782 362 114 71 47 65 630 50 64 60 108 1046 62
internal_value=0 -1.15779e-05 -0.000167402 -0.000663397 9.94383e-05 -8.98816e-05 -0.000123914 -0.000330296 -0.000189356 -4.51007e-07 -6.43762e-05 0.000121246 0.000137047 0.000113163 0.00023659 1.31015e-05 -9.02882e-05
internal_weight=0 3699 1542 207 2157 1335 1289 480 409 809 744 2110 2060 1996 890 1106 146
internal_count=3752 3699 1542 207 2157 1335 1289 480 409 809 744 2110 2060 1996 890 1106 146
is_linear=0
shrinkage=0.0995203


Tree=6149
num_leaves=31
num_cat=0
split_feature=29 0 0 1 26 26 17 0 0 26 9 1 17 0 2 9 20 20 2 4 2 9 27 17 9 1 17 2 17 0
split_gain=0.00794004 0.00604119 0.00834037 0.0119104 0.0044327 0.00704746 0.0187514 0.0216394 0.0118158 0.00644275 0.0109311 0.00514212 0.00410084 0.00409599 0.00701354 0.00451846 0.00387885 0.012014 0.00642189 0.0107604 0.00428429 0.00501862 0.00364642 0.00334913 0.00790316 0.00319297 0.00305561 0.00238611 0.00180594 0.0030345
threshold=0.12330000000000002 -0.094139999999999988 -0.097734999999999989 1.0000000180025095e-35 0.087170000000000011 0.088685000000000028 -0.09744499999999999 -0.082494999999999999 -0.086254999999999984 0.085635000000000031 0.084645000000000012 -0.081744999999999998 0.51362000000000008 -0.069824999999999984 -0.072624999999999981 0.097365000000000021 -0.060199999999999997 -0.0073549999999999996 0.0049750000000000011 0.088720000000000021 -0.012154999999999999 0.090465000000000031 0.10530500000000002 0.11180000000000002 0.083955000000000016 -0.0062700000000000004 0.052150000000000009 0.08666500000000002 0.24923500000000007 -0.15468499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 9 6 -6 8 -8 22 -11 -12 13 15 -15 -7 18 27 20 -20 21 -1 23 26 -25 -13 -3 -18 29 -19
right_child=-2 4 3 -5 5 12 7 -9 -10 10 11 25 -14 14 -16 -17 17 28 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00076133642320197221 0.0011928479762172905 4.8754534862948841e-05 -0.001955033070861581 -0.00010336816308624127 0.0024165338219745594 -0.00018439070675842616 -1.7536601432917432e-05 -0.0016196903373429633 0.0017889517918994638 -0.0019150643528091031 0.00066045969029949526 -0.0010319418947927846 0.00089389943879913502 0.00078992524647950653 -0.00011721536376530643 0.00048784723968167622 0.00056656743492500283 -0.00066896213209359393 -0.0020651713298240676 -0.00013980015653443646 0.00073995017178882098 0.00046043112382094896 -0.00074300041891778518 0.0015668536442696487 -0.00011143205501764063 4.6144937871865779e-05 -0.00073518604276964425 0.0016009824685287496 0.00028658539238559581 -2.9426739115589295e-05
leaf_weight=90 55 923 63 78 49 663 74 47 68 47 49 62 59 167 168 116 49 120 50 70 53 52 58 47 66 46 52 46 68 197
leaf_count=90 55 923 63 78 49 663 74 47 68 47 49 62 59 167 168 116 49 120 50 70 53 52 58 47 66 46 52 46 68 197
internal_value=0 -1.16932e-05 -0.000230375 -0.000936514 6.21452e-05 0.000185642 0.000679904 0.000225335 0.000841778 -6.63252e-05 -0.000581788 -0.000177439 8.46588e-05 4.10646e-05 0.000332557 -8.32376e-05 -0.000104106 7.25466e-05 -0.000375889 -0.000948861 -1.90935e-05 -0.000308164 2.47182e-05 6.63969e-05 0.000579372 -0.000565177 6.10472e-06 0.00107606 -0.000172947 -0.000274105
internal_weight=0 3697 936 141 2761 1411 238 189 142 1350 204 157 1173 1114 335 779 795 480 315 120 195 142 1146 1088 113 108 975 95 385 317
internal_count=3752 3697 936 141 2761 1411 238 189 142 1350 204 157 1173 1114 335 779 795 480 315 120 195 142 1146 1088 113 108 975 95 385 317
is_linear=0
shrinkage=0.0995203


Tree=6150
num_leaves=24
num_cat=0
split_feature=23 26 26 1 2 2 26 3 3 3 26 26 2 26 6 17 3 17 3 9 29 18 26
split_gain=0.00722705 0.00376583 0.00697731 0.0142849 0.0108988 0.008133 0.00750842 0.00629557 0.0188283 0.00474624 0.00454255 0.00881835 0.00354703 0.00325794 0.00889145 0.00714092 0.00559797 0.00292715 0.00262389 0.00379196 0.00439224 0.0023162 0.00191287
threshold=-0.068919999999999995 0.087260000000000018 0.089625000000000024 -0.088174999999999989 -0.085599999999999996 -0.082084999999999991 0.088435000000000027 0.087975000000000012 0.08708500000000001 0.088745000000000032 0.09032500000000003 0.090845000000000023 -0.081864999999999993 0.085635000000000031 0.085465000000000027 -0.012754999999999999 0.087925000000000017 0.51362000000000008 0.16149500000000003 -0.147755 0.0044100000000000016 -0.090899999999999995 -0.07825
decision_type=2 2 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 -5 6 -6 8 12 -7 -9 -12 -4 18 16 -16 -15 -13 19 -2 21 -21 -20
right_child=1 2 7 4 5 9 -8 10 -10 -11 11 17 -14 14 15 -17 -18 -19 22 20 -22 -23 -24
leaf_value=0.0012316003003094646 0.00080319374392253924 0.001568464025706446 -0.00032254871358097293 -0.00099028229722652734 0.00023270874995074946 0.00067545801373914522 0.0019885569901715557 -0.00075441746644070037 -0.0021558289236103998 -0.00048372679277419121 0.0014457647523494236 1.9126010048905738e-05 0.00077046073571426831 0.00086513043306337507 -0.00024763720093021283 -0.0019379203794975468 -0.00042078710706017837 0.00081051868749370908 -9.6790114667422123e-05 0.00018216344992593207 -0.00098010354421554347 -9.1498200993609326e-05 -0.0010063598241060016
leaf_weight=47 53 90 75 66 48 58 51 61 52 88 48 892 48 54 48 54 88 49 48 407 49 1230 48
leaf_count=47 53 90 75 66 48 58 51 61 52 88 48 892 48 54 48 54 88 49 48 407 49 1230 48
internal_value=0 -1.02069e-05 0.000102999 0.000463384 0.000140953 0.000449036 0.00114551 -1.43035e-05 -0.000567498 -1.76216e-05 7.7116e-05 0.000129231 9.73362e-05 -9.91399e-05 -0.000441251 -0.00115052 6.24589e-05 6.12056e-05 -5.32032e-05 -2.47495e-05 -5.12618e-05 -2.29588e-05 -0.000560103
internal_weight=0 3705 1626 401 311 245 99 1225 175 146 1050 989 123 2079 244 102 142 941 1835 1739 1686 1637 96
internal_count=3752 3705 1626 401 311 245 99 1225 175 146 1050 989 123 2079 244 102 142 941 1835 1739 1686 1637 96
is_linear=0
shrinkage=0.0995203


Tree=6151
num_leaves=30
num_cat=0
split_feature=4 0 0 2 3 3 3 26 2 3 3 18 3 18 26 2 17 2 17 2 26 17 8 18 17 4 2 21 3
split_gain=0.00703527 0.00443887 0.00657328 0.00964017 0.00343465 0.00792899 0.00456063 0.00276572 0.00550452 0.00835749 0.0275467 0.0111909 0.0110338 0.00672446 0.00441698 0.00901248 0.0060098 0.00425995 0.00367361 0.00337315 0.00451487 0.00286135 0.0050912 0.00309832 0.00283239 0.00246087 0.00237098 0.00649265 0.00548903
threshold=0.15834500000000004 -0.094139999999999988 -0.097734999999999989 -0.081344999999999987 0.089535000000000017 0.086535000000000015 0.092635000000000023 0.087170000000000011 -0.080484999999999987 0.088285000000000016 0.089005000000000015 -0.022504999999999997 0.084735000000000019 0.089505000000000015 0.085635000000000031 -0.086050000000000001 -0.0088649999999999996 -0.078784999999999994 -0.0023699999999999997 -0.078129999999999991 0.090385000000000021 0.11180000000000002 -0.07743499999999999 0.10861000000000003 0.0031350000000000006 0.080475000000000033 -0.012154999999999999 0.094920000000000018 0.10850000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 25 -6 14 9 11 -11 -9 -13 -12 21 -16 -17 18 -10 -19 -21 23 -23 24 -3 -1 27 -8 -28
right_child=-2 7 3 -5 6 -7 26 8 17 10 13 12 -14 -15 15 16 -18 19 -20 20 -22 22 -24 -25 -26 -27 28 -29 -30
leaf_value=-0.00038570914205269071 0.0012279389644943748 6.6370692815751508e-05 -0.0018540504650953341 -0.00015515132030686701 0.00078265576982112801 -0.0013642889134918954 -0.0008277115790837977 -0.0012085259163183823 -0.0011100468899959588 0.0028279838252852829 8.1421117685168704e-05 0.0012053718235313085 -0.00023397860277326495 0.001211535888053449 -0.00156460554289163 0.00056268611022928768 -0.00070021086297536884 0.00088690158421338443 4.0436209255940162e-05 -0.00088376298477219528 8.5917271691721486e-05 0.0013096401814385547 -9.6262682681074022e-06 -0.00075315100234261924 -0.00055540641651280964 0.00039611185032468744 0.00067934871630616735 0.00029828665777569609 -0.00019625217044659331
leaf_weight=92 46 881 55 86 72 63 114 63 62 51 244 83 143 67 55 74 75 46 47 52 556 46 75 55 79 70 109 90 201
leaf_count=92 46 881 55 86 72 63 114 63 62 51 244 83 143 67 55 74 75 46 47 52 556 46 75 55 79 70 109 90 201
internal_value=0 -1.03653e-05 -0.0001958 -0.000823649 -8.56335e-05 -0.000416478 4.00004e-05 5.34384e-05 0.000150667 0.000363342 0.000682056 -3.30457e-05 0.00029101 0.000327519 -4.85488e-05 -0.000475149 -6.75062e-05 -2.97161e-05 -0.000606457 6.51557e-05 1.6376e-06 2.73384e-05 0.000485148 -2.64314e-05 1.43509e-05 -4.2832e-05 -6.24365e-05 -0.000326935 0.00010898
internal_weight=0 3706 952 141 811 225 586 2754 1414 651 362 289 226 311 1340 204 149 763 109 654 608 1136 121 1015 960 162 514 204 310
internal_count=3752 3706 952 141 811 225 586 2754 1414 651 362 289 226 311 1340 204 149 763 109 654 608 1136 121 1015 960 162 514 204 310
is_linear=0
shrinkage=0.0995203


Tree=6152
num_leaves=23
num_cat=0
split_feature=10 3 18 1 3 26 26 17 17 1 1 2 2 26 26 18 26 6 20 4 4 1
split_gain=0.0317232 0.00444326 0.0233841 0.00596795 0.0329089 0.0040274 0.00557464 0.0047613 0.00625371 0.0038319 0.00587147 0.00391271 0.00354781 0.00335338 0.0030213 0.0054974 0.00434402 0.00290916 0.00289152 0.00159011 0.00368729 0.00294942
threshold=0.090005000000000016 0.081685000000000021 -0.092084999999999986 0.063010000000000024 0.093835000000000016 0.096980000000000025 0.099855000000000013 0.063160000000000022 0.043850000000000007 0.10637500000000003 0.26846000000000009 -0.065999999999999989 -0.071344999999999992 0.095245000000000024 0.09271500000000002 -0.07989499999999998 0.091400000000000023 0.004915000000000001 -0.034144999999999995 0.11541000000000003 0.13662500000000002 -0.092954999999999996
decision_type=2 2 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 13 -7 8 -8 11 17 -6 -9 14 16 -16 -3 -11 -12 21 -21 -4
right_child=-2 3 19 4 9 6 7 12 -10 10 18 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.0024852087041416161 -0.0019869109390613969 7.0085292639415796e-05 -0.00086475155464312719 -0.0023521441749650321 3.2632950150291056e-05 -0.0010444902114476089 -8.3095688073881228e-05 0.0010899291602721767 -0.0012638946149126059 0.00094904616078439691 -0.00068721028223569288 -0.0011678811893753504 -1.4192312363392187e-05 0.00073836610047101298 0.00030729955290379466 -0.00096136594593002587 0.00074702522484614855 0 2.6524520993297338e-05 0.00086108541613713402 -0.00034744517350862337 0.00014056581995732425
leaf_weight=46 86 1967 48 69 51 69 287 51 53 92 77 54 63 78 61 74 99 49 201 52 47 70
leaf_count=46 86 1967 48 69 51 69 287 51 53 92 77 54 63 78 61 74 99 49 201 52 47 70
internal_value=0 -5.26868e-05 -0.000446926 -2.19052e-05 -0.00030888 3.85364e-05 -0.000210038 -8.14124e-05 -0.000269569 -3.82615e-05 9.47853e-05 -0.000576978 0.000472576 9.594e-05 7.28015e-05 -0.000382053 0.00010292 0.000619141 -0.00016822 -1.10753e-05 0.00027907 -0.00026144
internal_weight=0 3658 263 3395 593 2802 523 454 340 524 419 105 114 2279 2201 135 2066 141 278 217 99 118
internal_count=3744 3658 263 3395 593 2802 523 454 340 524 419 105 114 2279 2201 135 2066 141 278 217 99 118
is_linear=0
shrinkage=0.0995203


Tree=6153
num_leaves=20
num_cat=0
split_feature=10 9 9 17 18 0 26 0 9 17 17 9 2 18 18 9 26 9 9
split_gain=0.0257217 0.00463784 0.0154351 0.0245467 0.044814 0.057759 0.0100987 0.00555617 0.00407628 0.00380191 0.00318457 0.00528036 0.00303738 0.00298619 0.00469726 0.00289711 0.00407555 0.00392065 0.00453159
threshold=0.090005000000000016 0.08735500000000003 0.08938500000000002 -0.015464999999999998 0.091085000000000013 -0.089965000000000003 0.089795000000000028 -0.081854999999999997 0.089935000000000029 0.51775000000000015 -0.53447999999999996 0.09550500000000002 -0.06717999999999999 0.14607000000000003 0.10665500000000003 0.086345000000000019 0.087260000000000018 0.08597500000000001 0.085665000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 6 5 -5 7 -3 -4 10 11 -10 -12 14 15 17 -17 18 -1
right_child=-2 2 8 4 -6 -7 -8 -9 9 -11 12 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=2.9107882847053436e-05 -0.0017891732100878345 0.00026313865036274841 0.00069766909476794278 0.00027396746423691905 0.0010557400150765742 -0.0039217773147996121 0.0011495120351859012 -0.0010780809931598447 0.00097777574377711169 0.00081480364649699701 -0.00023448740806573015 -0.00035333558149276798 0.00014690928423775315 0.0007438543518849081 -0.00067377554486023976 -7.82106670530899e-05 0.00092934754423464646 -0.00076487744710985127 0.00097497274977204984
leaf_weight=1518 86 58 76 50 49 91 60 63 68 48 836 51 272 61 88 70 88 59 52
leaf_count=1518 86 58 76 50 49 91 60 63 68 48 836 51 272 61 88 70 88 59 52
internal_value=0 -4.74438e-05 -0.000166385 -0.000734994 -0.00152534 -0.00242812 9.01308e-05 -0.000428417 -9.63295e-06 -5.24358e-05 -8.70292e-05 0.00040042 -0.000140121 5.79273e-05 3.51752e-05 7.05453e-05 0.00047778 3.05443e-05 6.09573e-05
internal_weight=0 3658 1722 371 190 141 181 121 1351 1275 1227 119 1108 1936 1875 1787 158 1629 1570
internal_count=3744 3658 1722 371 190 141 181 121 1351 1275 1227 119 1108 1936 1875 1787 158 1629 1570
is_linear=0
shrinkage=0.0995203


Tree=6154
num_leaves=29
num_cat=0
split_feature=22 9 9 8 26 20 3 9 5 5 1 0 9 17 9 3 21 17 18 6 6 21 1 3 20 21 26 3
split_gain=0.0238106 0.00396847 0.0120679 0.0324993 0.0482191 0.00592414 0.00672821 0.00593124 0.00563445 0.0056253 0.00457657 0.0154398 0.00673906 0.00342228 0.00425347 0.00249503 0.00877698 0.0137354 0.00492405 0.00366786 0.00625963 0.00343489 0.00419692 0.00303315 0.00373232 0.00326673 0.00327365 0.00137425
threshold=0.13264000000000004 0.08735500000000003 0.08895500000000002 -0.083804999999999991 0.087960000000000024 -0.080324999999999994 0.11275500000000002 0.08938500000000002 -0.088174999999999989 -0.0044999999999999997 -0.083284999999999984 -0.078664999999999999 0.089935000000000029 -0.088525000000000006 0.096305000000000016 0.10892000000000003 0.10237500000000002 -1.0000000180025095e-35 0.10665500000000003 -0.083069999999999991 -0.03764 0.091230000000000019 0.51136500000000018 0.097595000000000029 -0.042414999999999994 -0.08861999999999999 -0.089654999999999999 0.12732500000000005
decision_type=2 2 2 2 2 2 2 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 3 8 -5 6 13 -7 -3 -6 11 -9 -12 -4 -15 16 23 -18 19 21 -21 22 -17 25 -25 -1 -27 -22
right_child=-2 2 5 4 9 7 -8 10 -10 -11 12 -13 -14 14 -16 18 17 -19 -20 20 27 -23 -24 24 -26 26 -28 -29
leaf_value=0.00078852295580047148 -0.0023294936037000333 -0.00032505577176832507 -0.00056340452959628706 -0.003856907434411513 -0.0010588877157214345 -0.0010980756220614534 0.0011881385548924957 -0.0019877293614321417 0.001006547058769514 0.00039104342137937799 0.0011920105666730545 -4.4178566441541922e-05 -4.3103369877774077e-05 0.00085842537077076295 -0.00035323433074419138 0.00048231172895016008 0.0022485184993922169 -8.4510935514577984e-05 -0.0010082401519797013 0.0013085848899100892 0.00029808476392520304 -0.00099014471140316737 -0.00057677484941059769 -0.00084920326477052254 0.00014793492221303866 0.00085377364140311665 2.1814300325687697e-05 -0.00038865134961653717
leaf_weight=64 46 53 58 62 54 60 75 52 75 51 46 187 888 71 47 72 47 52 59 46 54 54 76 79 68 49 1138 61
leaf_count=64 46 53 58 62 54 60 75 52 75 51 46 187 888 71 47 72 47 52 59 46 54 54 76 79 68 49 1138 61
internal_value=0 -5.06187e-05 -0.000157802 -0.000739329 -0.00165488 -4.16505e-05 0.000398249 -0.000131864 0.000448785 -0.000346839 -8.17436e-05 -0.000470469 1.68502e-05 5.6997e-05 0.000368878 4.83186e-05 0.000108898 0.00101482 -0.000164641 -2.52724e-05 0.000326607 -0.000309784 -5.60123e-05 4.41594e-05 -0.000382373 9.4934e-05 5.68477e-05 -5.90655e-05
internal_weight=0 3698 1779 295 167 1484 251 1233 128 105 1173 239 934 176 118 1919 1497 99 422 363 161 202 148 1398 147 1251 1187 115
internal_count=3744 3698 1779 295 167 1484 251 1233 128 105 1173 239 934 176 118 1919 1497 99 422 363 161 202 148 1398 147 1251 1187 115
is_linear=0
shrinkage=0.0995203


Tree=6155
num_leaves=17
num_cat=0
split_feature=10 3 18 1 1 20 6 0 18 3 4 26 3 26 3 4
split_gain=0.020639 0.00399953 0.0190013 0.00474779 0.0292177 0.00428959 0.0042454 0.00302597 0.00615502 0.00370601 0.00201033 0.00376647 0.00205521 0.00151637 0.00280897 0.000992959
threshold=0.091080000000000022 0.081685000000000021 -0.092084999999999986 0.063010000000000024 0.078505000000000019 -0.24910499999999999 0.14653500000000005 -0.085794999999999996 -0.010029999999999999 0.11125500000000002 0.13954000000000003 0.12236500000000003 0.11404500000000002 -0.084904999999999994 -0.0043349999999999994 0.12205500000000002
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 -3 7 8 -7 -9 11 12 -6 -4 15 -15
right_child=-2 3 13 4 10 6 -8 9 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.0022490269120018572 -0.0017168092252354242 0.00097857830554557552 -0.00052420467683356208 -0.0022729999547414191 -0.0002625339107049333 0.00049093113685273412 -0.00086996376555878484 -9.8064868703364168e-05 -2.0245945596457964e-05 0.00028386051258383577 -0.00053492312495016987 0.00089694153730227586 0.00017913196376606589 0.00078806911522311617 -0.00035471773857886462 0.00013709290512227987
leaf_weight=46 74 48 47 64 210 393 51 1449 567 304 66 47 206 48 72 52
leaf_count=46 74 48 47 64 210 393 51 1449 567 304 66 47 206 48 72 52
internal_value=0 -3.76265e-05 -0.0004101 -8.39764e-06 -0.000264505 4.53197e-05 2.88165e-05 4.60138e-05 0.000188164 -3.13655e-05 -1.9964e-05 5.16746e-05 -4.18565e-05 -2.01028e-05 0.000112887 0.000457748
internal_weight=0 3670 265 3405 593 2812 2764 2713 960 1753 529 463 416 219 172 100
internal_count=3744 3670 265 3405 593 2812 2764 2713 960 1753 529 463 416 219 172 100
is_linear=0
shrinkage=0.0995203


Tree=6156
num_leaves=14
num_cat=0
split_feature=10 10 1 1 1 5 6 26 26 5 22 26 26
split_gain=0.00391193 0.00632258 0.00432316 0.0178626 0.00448349 0.00781125 0.00381183 0.00349007 0.0105856 0.00335999 0.00238196 0.00211247 0.00642871
threshold=0.09056500000000002 0.086165000000000019 -0.079844999999999985 -0.080844999999999986 -0.075804999999999997 -0.06971999999999999 0.091795000000000015 0.11790500000000002 0.10144500000000002 0.40431000000000011 0.11884500000000002 -0.2382 -0.22491999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -4 8 9 -1 11 -6 -13
right_child=-2 -3 4 -5 10 -7 -8 -9 -10 -11 -12 12 -14
leaf_value=-1.1007681130064712e-05 0.00067911010513536495 -0.00093382138151079381 -0.00057182238496590999 0.0018916197180692297 0.00052089733953141967 -0.0015396205530334346 0.0005045783815424941 -0.00065908860247703197 0.0012116894674346346 0.00081853077709896128 -0.00068698897344224795 -0.0011058156881834096 3.8919984077017795e-06
leaf_weight=906 85 71 77 57 73 54 56 59 82 51 52 53 2064
leaf_count=906 85 71 77 57 73 54 56 59 82 51 52 53 2064
internal_value=0 -3.67199e-06 1.45261e-05 0.000173218 -6.05956e-05 -0.000528949 -0.000112446 8.32658e-05 0.000126209 3.23443e-05 -2.11661e-05 -4.98284e-06 -2.35033e-05
internal_weight=0 3655 3584 1155 2429 187 133 1098 1039 957 2242 2190 2117
internal_count=3740 3655 3584 1155 2429 187 133 1098 1039 957 2242 2190 2117
is_linear=0
shrinkage=0.0995203


Tree=6157
num_leaves=18
num_cat=0
split_feature=2 2 3 26 1 10 5 3 7 4 26 2 21 21 21 17 2
split_gain=0.00318541 0.00591627 0.0189154 0.00648538 0.00681839 0.00363435 0.00631432 0.00270666 0.00269471 0.00419119 0.00311605 0.00204225 0.00237736 0.00390474 0.00460052 0.0024291 0.00231962
threshold=-0.081055000000000002 -0.082794999999999994 0.084955000000000017 0.08896500000000003 -0.0064949999999999999 0.09056500000000002 0.62404000000000015 0.089810000000000015 0.082845000000000016 0.10323000000000003 0.097315000000000026 -0.080604999999999996 -0.091104999999999992 -0.075024999999999994 -0.032064999999999996 -0.53166999999999998 -0.079954999999999984
decision_type=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 8 -5 9 10 -1 -2 -13 -14 -15 -16 -17
right_child=11 2 3 7 -6 -7 -8 -9 -10 -11 -12 12 13 14 15 16 -18
leaf_value=-3.2184209883400856e-05 -0.00054924029422414547 0.0020560662248650967 -0.0012138573369433203 0.0011566409757663232 0.00021568611012307064 0.00068814230686716968 -0.0010258742774867274 0.00023528279227304498 -0.00071029819598362673 0.00086812738791035185 0.00059747928247793377 -0.00075220623081080238 0.00076151269418509233 -0.000965916655962082 0.0005683634712254326 0.00044086821169022733 -8.2644044170843812e-05
leaf_weight=1051 86 62 55 55 81 76 59 81 47 60 84 47 59 54 64 88 1631
leaf_count=1051 86 62 55 55 81 76 59 81 47 60 84 47 59 54 64 88 1631
internal_value=0 0.000110657 0.000486512 0.000125736 -0.000356419 1.88961e-05 -1.95698e-05 0.00061391 2.75746e-05 5.72806e-05 1.36952e-05 -7.36518e-05 -5.21802e-05 -3.43954e-05 -6.04037e-05 -3.25202e-05 -5.53679e-05
internal_weight=0 1711 334 272 136 1377 1301 136 1242 1195 1135 2029 1943 1896 1837 1783 1719
internal_count=3740 1711 334 272 136 1377 1301 136 1242 1195 1135 2029 1943 1896 1837 1783 1719
is_linear=0
shrinkage=0.0995203


Tree=6158
num_leaves=16
num_cat=0
split_feature=10 10 1 1 1 19 17 22 8 1 26 26 26 0 9
split_gain=0.00257339 0.00483258 0.00313025 0.0146423 0.00395327 0.00358677 0.00335618 0.00315343 0.00287102 0.00891828 0.0101113 0.00321515 0.0111789 0.00515591 0.00228862
threshold=0.09056500000000002 0.086165000000000019 -0.079844999999999985 -0.080844999999999986 -0.078729999999999994 0.12765500000000005 0.53699500000000022 0.11738500000000003 -0.080445000000000003 -0.083284999999999984 0.093535000000000021 0.089880000000000029 0.088685000000000028 -0.080674999999999983 0.091885000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -4 6 7 -6 11 10 -10 12 -1 -13 -7
right_child=-2 -3 4 -5 5 14 -8 -9 9 -11 -12 13 -14 -15 -16
leaf_value=-4.1828460521759649e-05 0.00055081354329609305 -0.00081615785599696057 -0.00087049368939145014 0.001703802389036343 -2.0037751286103056e-05 0.001053603337117383 -0.00081940084988550168 -0.00083640269936876318 0.00031995125181815049 0.0014280901929623674 -0.00091009983994867955 0.00071813465744693093 -0.0016662394336896514 -0.0005156685487202003 0.00010870226682576281
leaf_weight=403 85 71 57 57 2161 47 56 48 359 56 81 103 47 49 60
leaf_count=403 85 71 57 57 2161 47 56 48 359 56 81 103 47 49 60
internal_value=0 -2.93634e-06 1.29454e-05 0.000148005 -5.09389e-05 -3.08996e-05 -5.78246e-05 -3.81474e-05 6.64938e-05 0.000244188 9.16494e-05 -7.85527e-05 -0.000213308 0.00031501 0.000531403
internal_weight=0 3655 3584 1155 2429 2372 2265 2209 1098 496 440 602 450 152 107
internal_count=3740 3655 3584 1155 2429 2372 2265 2209 1098 496 440 602 450 152 107
is_linear=0
shrinkage=0.0995203


Tree=6159
num_leaves=27
num_cat=0
split_feature=2 2 2 8 2 9 10 5 8 8 8 17 8 3 3 3 5 19 2 17 2 2 17 17 2 2
split_gain=0.00248839 0.00473587 0.0184133 0.0048195 0.00327804 0.00306099 0.00245385 0.00472745 0.00243893 0.00230406 0.00883214 0.012388 0.00781403 0.00359332 0.0112006 0.00518229 0.00227219 0.0018989 0.00205348 0.00193294 0.00750506 0.00702663 0.005434 0.00350425 0.00320972 0.00291549
threshold=-0.081055000000000002 -0.082794999999999994 -0.082484999999999989 -0.08176499999999999 -0.082234999999999989 0.085495000000000029 0.09056500000000002 0.62404000000000015 -0.086404999999999996 -0.080445000000000003 -0.049499999999999995 -0.041415 -0.011315 0.089305000000000009 0.08785500000000003 0.091225000000000014 -0.0033300000000000001 -0.016414999999999996 -0.080604999999999996 -0.081244999999999998 -0.077604999999999993 -0.072419999999999998 -0.065004999999999993 -0.043894999999999997 -0.077849999999999989 -0.054390000000000001
decision_type=2 2 2 2 2 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 -4 -6 7 9 -7 13 11 -11 -12 14 -1 -15 -5 -2 -19 20 -20 -22 -21 -24 -25 -23
right_child=17 2 3 16 5 8 -8 -9 -10 10 12 -13 -14 15 -16 -17 -18 18 19 22 21 25 23 24 -26 -27
leaf_value=0 -0.0005688468823032473 0.0022163805966685136 0.000570819302772154 0.0012165728654778259 0.0002137592649281568 -0.00019545532548410238 0.00056484115949685708 -0.00088741498432879523 -0.0012283913603477851 0.00015147607354437483 -0.0012924943337533901 0.0020539375398241776 9.8943208490230293e-05 0.0011841448159201934 -0.0011425165188125783 -4.1456599401747038e-05 0.00020204642950563299 -0.00052585221479039082 0.0011594728159929754 -0.0009147101779345189 -0.0011254718569040801 0.00080476506499684952 0.00069194798675351358 -0.0004181307701831917 0 2.1373959640707387e-05
leaf_weight=484 72 49 46 46 52 47 76 59 48 97 46 53 301 49 103 109 46 85 63 74 49 56 62 221 1037 310
leaf_count=484 72 49 46 46 52 47 76 59 48 97 46 53 301 49 103 109 46 85 63 74 49 56 62 221 1037 310
internal_value=0 9.70197e-05 0.000433295 0.000123857 -0.00015522 -0.000387985 1.48596e-05 -1.66393e-05 -0.000725977 2.4067e-05 0.000190539 0.000829137 -8.31535e-05 -8.58898e-05 -0.000200157 0.000333454 0.000718208 -6.58789e-05 -4.69559e-05 -2.47738e-05 0.000147301 -4.38099e-06 -8.43653e-05 -3.71955e-05 -7.37818e-05 0.000143474
internal_weight=0 1711 334 285 193 147 1377 1301 95 1242 497 150 347 745 587 158 92 2029 1957 1872 478 415 1394 1320 1258 366
internal_count=3740 1711 334 285 193 147 1377 1301 95 1242 497 150 347 745 587 158 92 2029 1957 1872 478 415 1394 1320 1258 366
is_linear=0
shrinkage=0.0995203


Tree=6160
num_leaves=11
num_cat=0
split_feature=1 5 1 3 1 3 8 26 4 26
split_gain=0.013303 0.00572034 0.00455071 0.00376118 0.00685249 0.00362843 0.00328418 0.00360311 0.00317856 0.0027459
threshold=-0.55579999999999996 0.51659500000000014 -0.50597999999999999 0.11339500000000001 -0.49837999999999999 -0.02172 0.24853500000000003 -0.230515 0.12868000000000004 0.088685000000000028
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 8 7 -7 -4 -9
right_child=1 3 5 -5 -6 6 -8 9 -10 -11
leaf_value=0.0016299854427448508 -0.00078301480416532803 0.00016121704504589465 6.4841707212163382e-05 0 0.0018478665918943008 -0.00079109212302012834 0.00077493135107587667 4.4747816391579668e-05 0.0011446727718762797 -0.0001423775020392365
leaf_weight=50 78 52 64 67 46 63 49 1925 49 1298
leaf_count=50 78 52 64 67 46 63 49 1925 49 1298
internal_value=0 -4.09982e-06 -3.1121e-05 0.000568373 0.000961264 -1.38744e-05 -3.2898e-05 -4.51933e-05 0.000540332 -3.03592e-05
internal_weight=0 3691 3526 165 98 3448 3335 3286 113 3223
internal_count=3741 3691 3526 165 98 3448 3335 3286 113 3223
is_linear=0
shrinkage=0.0995203


Tree=6161
num_leaves=24
num_cat=0
split_feature=18 8 4 17 18 18 1 17 17 1 6 4 0 6 21 0 36 8 18 17 17 19 0
split_gain=0.0127754 0.00492871 0.00822645 0.00303608 0.00291622 0.01434 0.0274107 0.00326061 0.00649477 0.00539881 0.00455677 0.00414278 0.00291461 0.00249737 0.00402611 0.0041851 0.00365252 0.00325343 0.00276831 0.00345896 0.00309163 0.00256626 0.00173612
threshold=0.31690500000000005 0.093085000000000015 0.10739000000000003 -0.45791500000000002 0.088735000000000022 0.091085000000000013 -0.079250000000000001 0.07134500000000002 0.0031350000000000006 -0.076329999999999995 0.089165000000000022 0.080475000000000033 -0.084154999999999994 0.085570000000000021 0.084670000000000009 -0.20796499999999998 0.088355000000000031 -0.0092799999999999983 0.0089800000000000036 -0.16855499999999998 -0.12118 0.060690000000000015 -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
left_child=1 4 3 -3 13 6 -6 8 10 -10 -7 12 -9 14 16 -16 17 -1 19 -15 -21 -17 -5
right_child=-2 2 -4 22 5 7 -8 11 9 -11 -12 -13 -14 18 15 21 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.00013313889414993865 0.0016463224568566027 -0.00037783490376246419 0.0013884651342559846 1.3101596576864378e-05 -0.0029724860759807658 0.00016812082877103914 0.00029360017262916761 -0.00032119728237998355 0.0012433396235586747 4.1469952057118742e-05 -0.00060055217650738127 0.00022837072403713194 -0.0013896109087736953 0.00069763121857104688 0.00098816498136508938 -1.0796961786670417e-05 0.00052063630485926218 -0.00056611083094969857 0.00086524988504015098 -0.00060017874421257192 0.00010076592200487397 0.0005825126902003696 0.00074011635211716905
leaf_weight=696 47 81 64 66 50 177 51 62 74 77 133 62 46 87 50 718 66 232 51 69 633 80 69
leaf_count=696 47 81 64 66 50 177 51 62 74 77 133 62 46 87 50 718 66 232 51 69 633 80 69
internal_value=0 -4.69174e-06 0.000396459 9.87413e-05 -3.7832e-05 -0.000213944 -0.00131517 -3.63801e-05 9.95725e-05 0.000635887 -0.000159024 -0.000409867 -0.000783843 9.92899e-06 -5.45954e-05 0.000104077 -0.000190785 -0.000242264 0.000152396 0.000105281 3.07035e-05 4.76569e-05 0.000390751
internal_weight=0 3694 280 216 3414 732 101 631 461 151 310 170 108 2682 1842 848 994 928 840 789 702 798 135
internal_count=3741 3694 280 216 3414 732 101 631 461 151 310 170 108 2682 1842 848 994 928 840 789 702 798 135
is_linear=0
shrinkage=0.0995203


Tree=6162
num_leaves=15
num_cat=0
split_feature=17 3 12 19 18 18 17 6 6 24 17 29 1 29
split_gain=0.011611 0.00894024 0.00499192 0.00315936 0.00248706 0.0112745 0.0222732 0.00414273 0.00549946 0.00317704 0.00272622 0.00238429 0.00341836 0.00147117
threshold=-0.55754499999999996 0.099655000000000021 0.10025500000000002 0.13612500000000002 0.088735000000000022 0.091085000000000013 -0.041415 -0.092434999999999989 -0.085609999999999992 0.081970000000000029 0.024055000000000003 -0.085039999999999991 -0.17548999999999998 -0.10206999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 6 -6 10 -9 11 -7 13 -13 -2
right_child=2 -3 -4 -5 5 7 -8 8 -10 -11 -12 12 -14 -15
leaf_value=0.0020763993426697229 6.654338041760687e-05 0.00026884269402174024 0.0010129861892786969 0.000579815580306143 0.00026528430452418155 0.0010870053487481036 -0.0026775850928934366 -0.0010868437062230192 -5.251574898178477e-05 -0.00078651078187814321 3.3951228193908235e-05 -0.00045263138910993378 2.5016087260493355e-05 0.00086024544484199401
leaf_weight=46 46 69 46 82 51 47 50 57 499 50 54 158 2434 52
leaf_count=46 46 69 46 82 51 47 50 57 499 50 54 158 2434 52
internal_value=0 0.000998984 -1.66366e-05 -3.00951e-05 -4.46266e-05 -0.000204174 -0.00118348 -5.23808e-05 -0.000160025 -1.90199e-07 0.000532092 1.41211e-05 -3.78395e-06 0.000496045
internal_weight=0 115 3626 3580 3498 758 101 657 556 2740 101 2690 2592 98
internal_count=3741 115 3626 3580 3498 758 101 657 556 2740 101 2690 2592 98
is_linear=0
shrinkage=0.0995203


Tree=6163
num_leaves=10
num_cat=0
split_feature=18 10 17 11 8 26 6 17 0
split_gain=0.00968445 0.004361 0.00585521 0.00436986 0.00301587 0.00337131 0.00271949 0.00251872 0.000985241
threshold=0.31690500000000005 0.086275000000000018 -0.53299999999999992 0.063835000000000017 0.24853500000000003 -0.230515 0.23153500000000005 0.066010000000000027 -0.097734999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -7 -4
right_child=-2 2 8 -5 -6 6 -8 -9 -10
leaf_value=-0.00082565979186730498 0.0014326447690806942 0.001442624409501328 0.00039918656934436169 0.00093573879145408486 0.00068999276626830267 -9.4523455664554689e-05 0.0007114103391671876 0.00011778140468086537 -0.00021462270629635374
leaf_weight=55 47 47 52 46 55 2645 47 697 50
leaf_count=55 47 47 52 46 55 2645 47 697 50
internal_value=0 -4.81802e-06 0.000522349 -2.72063e-05 -4.00997e-05 -5.19969e-05 -3.91996e-05 -5.00007e-05 9.0274e-05
internal_weight=0 3694 149 3545 3499 3444 3389 3342 102
internal_count=3741 3694 149 3545 3499 3444 3389 3342 102
is_linear=0
shrinkage=0.0995203


Tree=6164
num_leaves=20
num_cat=0
split_feature=2 2 10 23 9 4 17 18 17 20 2 2 21 8 20 20 2 10 8
split_gain=0.00494744 0.0119051 0.00575252 0.00317286 0.00312117 0.00354118 0.00276592 0.00954909 0.00592729 0.00339036 0.00683284 0.0101603 0.00343095 0.00593322 0.0029663 0.00281738 0.00369501 0.00191477 0.00059808
threshold=-0.112555 -0.14091999999999996 0.089800000000000033 0.086650000000000019 0.09550500000000002 0.10300500000000003 -0.036600000000000001 -0.090899999999999995 -0.046254999999999998 -0.077649999999999983 -0.086554999999999993 -0.085599999999999996 0.094215000000000021 -0.086404999999999996 -0.15615999999999999 -0.096095 -0.087444999999999995 0.07635500000000002 -0.07743499999999999
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 5 17 8 -8 14 12 -11 -12 13 -9 -2 -16 -17 -1 -19
right_child=3 -3 -4 -5 -6 -7 7 9 -10 10 11 -13 -14 -15 15 16 -18 18 -20
leaf_value=0.00035221986545137319 -0.00067678549566458474 0.0016720583340853977 0.00095178767260030439 -0.00068709174262211791 -0.00077034796364862758 0.00085095355164136941 0.0011389315730424992 -0.00071147635694827666 -0.00094532482038616589 0.0011330393911819579 -0.0013036310325810548 0.00015376738802067065 -0.00073353898554139529 0.00028464032746125653 0.00066641230085243478 -0.0003796050544126643 7.6898979967759672e-05 -0.00012328880327356354 -0.0006518447298654921
leaf_weight=52 62 63 72 58 49 49 89 85 70 67 49 1362 87 195 65 215 957 47 47
leaf_count=52 62 63 72 58 49 49 89 85 70 67 49 1362 87 195 65 215 957 47 47
internal_value=0 0.000421378 0.000169443 4.15695e-05 -5.80581e-05 0.00011673 5.46125e-05 0.000131356 -5.32063e-05 8.23088e-05 0.000149842 0.000102576 -0.000187435 -1.48286e-05 -4.50196e-06 2.8532e-05 -6.14689e-06 -0.000124081 -0.000396276
internal_weight=0 379 316 3361 244 195 3303 1934 1369 1845 1478 1411 367 280 1299 1237 1172 146 94
internal_count=3740 379 316 3361 244 195 3303 1934 1369 1845 1478 1411 367 280 1299 1237 1172 146 94
is_linear=0
shrinkage=0.0995203


Tree=6165
num_leaves=15
num_cat=0
split_feature=5 8 8 8 25 6 26 0 6 5 8 9 6 5
split_gain=0.00441866 0.00330047 0.014213 0.00322624 0.00192827 0.00234363 0.00533903 0.0040916 0.00231107 0.0033023 0.00130825 0.00334557 0.00246342 0.00138839
threshold=0.6362850000000001 -0.10337499999999999 -0.11550499999999998 -0.096609999999999988 0.096120000000000025 -0.14765999999999999 -0.088059999999999986 -0.096019999999999994 -0.13578499999999999 -0.50749999999999995 -0.51030999999999993 -0.37999999999999995 -0.097455 0.062500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 5 6 -5 -8 -7 -10 -1 -12 -13 -14
right_child=-2 3 -4 4 -6 8 7 -9 9 -11 11 12 13 -15
leaf_value=0.00043006515416431037 0.0010121604007914072 -0.00064403992636411389 0.001626284649179574 0.00062995779497219766 0.000672099703469585 0.00062501053745007908 -0.0010389282732096599 -0.0001263471982063335 -0.00051696189517529123 6.2140893117394004e-05 -0.00070629630580501881 0.00059968945295550897 -0.00023539605366835689 0.00039258419269736785
leaf_weight=82 49 70 69 53 47 69 81 128 101 2677 57 79 131 47
leaf_count=82 49 70 69 53 47 69 81 128 101 2677 57 79 131 47
internal_value=0 5.95667e-05 0.000307589 2.35627e-05 3.86295e-05 2.87897e-05 -0.000255488 -0.000483944 5.52384e-05 4.07917e-05 7.57488e-05 -1.41727e-05 0.000136148 -6.4982e-05
internal_weight=0 3691 465 3226 3156 3109 262 209 2847 2778 396 314 257 178
internal_count=3740 3691 465 3226 3156 3109 262 209 2847 2778 396 314 257 178
is_linear=0
shrinkage=0.0995203


Tree=6166
num_leaves=22
num_cat=0
split_feature=0 3 18 18 1 21 1 0 0 18 20 18 26 18 6 18 6 18 0 19 6
split_gain=0.00426757 0.0130289 0.00415428 0.0079531 0.0126461 0.00660759 0.00386766 0.00609568 0.00315992 0.00278434 0.00671145 0.0049238 0.00350066 0.00280096 0.00249125 0.00868869 0.00508917 0.00225701 0.00303601 0.00367312 0.00393353
threshold=0.12433000000000002 0.11061500000000002 -0.090899999999999995 -0.14624999999999996 -0.012865 0.091040000000000024 -0.084059999999999996 -0.08076499999999999 0.099665000000000017 -0.085834999999999995 -0.08231999999999999 -0.081614999999999993 0.084845000000000018 -0.087864999999999985 0.11816500000000002 -0.037059999999999989 0.10877500000000002 -0.17307499999999998 -0.050494999999999991 -0.071824999999999986 -0.068019999999999983
decision_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 17 5 6 7 -5 9 10 -4 12 -11 -12 16 -16 -13 18 19 -1 -21
right_child=1 -3 8 4 -6 -7 -8 -9 -10 11 13 14 -14 -15 15 -17 -18 -19 -20 20 -22
leaf_value=0.00044259200954504819 -9.2653327320826363e-05 0.0019741369367410246 -0.0012222257456008107 0.0012076601183868903 0.0017911436359104092 0.0013350274847659168 -0.00059223118806127936 -6.5088483493805265e-05 -0.00082499160616149585 9.2374281820892923e-05 -0.00031316319379852512 1.7528782836072594e-06 0.0012723663490375563 0.000636773154357776 -0.0015140649456806296 7.2967636708587324e-05 0.00073787478046707336 -0.00065455898179739085 0.00059275908095957237 0.00024063591995473763 -0.00089737948281949501
leaf_weight=63 86 46 61 53 70 50 63 122 46 50 82 2324 53 49 47 122 97 58 70 46 82
leaf_count=63 86 46 61 53 70 50 63 122 46 50 82 2324 53 49 47 122 97 58 70 46 82
internal_value=0 0.000621391 4.45394e-05 0.000266767 0.000589068 0.000294054 7.19218e-05 0.000315695 -6.51122e-06 6.25534e-06 -0.000359548 3.26397e-05 0.000707503 3.59076e-05 5.48538e-06 -0.000363553 3.15846e-05 -9.23718e-05 2.94223e-05 -0.00017275 -0.00048201
internal_weight=0 132 3608 677 358 288 238 175 2931 2885 192 2693 103 131 2590 169 2421 319 261 191 128
internal_count=3740 132 3608 677 358 288 238 175 2931 2885 192 2693 103 131 2590 169 2421 319 261 191 128
is_linear=0
shrinkage=0.0995203


Tree=6167
num_leaves=21
num_cat=0
split_feature=2 18 18 23 17 18 17 17 18 6 6 17 17 17 2 2 5 4 10 2
split_gain=0.00374321 0.0108541 0.0263899 0.00275392 0.00267255 0.00639244 0.00435116 0.00348372 0.00395206 0.00329178 0.00311145 0.00241407 0.00751488 0.00452108 0.00291603 0.00453722 0.00359838 0.00112348 0.00220853 0.00102155
threshold=-0.112555 -0.055464999999999993 -0.117225 0.086650000000000019 -0.013125 -0.092414999999999983 -0.010655 -0.0082649999999999998 -0.081614999999999993 -0.096934999999999993 -0.13803499999999999 -0.084209999999999993 -0.078119999999999995 -0.067414999999999989 -0.087359999999999993 -0.095204999999999998 -0.0098949999999999993 0.10373000000000003 0.07635500000000002 -0.08342999999999999
decision_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 -7 -8 -9 10 19 14 -13 -14 15 -11 -16 18 -3 -2
right_child=3 17 -4 -5 5 6 7 8 -10 11 -12 12 13 -15 16 -17 -18 -19 -20 -21
leaf_value=-0.00011268567727101452 0.00036181650137652314 0.00020182481686164955 0.002827761503643781 -0.00065405594204599477 0.0012210888704363952 0.00095199502478112666 -0.00055305791451072976 0.00071933743896650682 5.2215166427546746e-05 0.0001087590510375197 0.00096354993076453713 -0.0014438307215611224 0.00044334632610760122 -0.00032818915066567899 0.00066850710766756176 -0.00087852998553588019 -4.2157821764223654e-06 0.00026904684437395742 -0.00052002610914719609 -0.00028940782229887509
leaf_weight=71 47 80 52 58 51 56 87 94 1454 93 57 50 97 327 89 89 664 90 86 48
leaf_count=71 47 80 52 58 51 56 87 94 1454 93 57 50 97 327 89 89 664 90 86 48
internal_value=0 0.000355359 0.00112378 2.50068e-05 3.71789e-05 0.000122071 8.84405e-05 5.83624e-05 9.3254e-05 -5.70319e-05 0.000381817 -0.000104955 -0.000287985 -0.000149751 -1.12921e-05 -0.000369538 7.42088e-05 -1.06437e-05 -0.000167215 2.41597e-05
internal_weight=0 379 123 3361 3303 1742 1691 1635 1548 1561 152 1409 474 424 935 182 753 256 166 95
internal_count=3740 379 123 3361 3303 1742 1691 1635 1548 1561 152 1409 474 424 935 182 753 256 166 95
is_linear=0
shrinkage=0.0995203


Tree=6168
num_leaves=20
num_cat=0
split_feature=6 20 2 2 0 4 8 18 8 17 17 6 18 18 0 8 8 2 27
split_gain=0.0269588 0.0240883 0.00665552 0.0131599 0.0045626 0.00596767 0.0030353 0.00893849 0.0187824 0.00468689 0.0073924 0.0058501 0.00471151 0.00565201 0.00550746 0.00414272 0.00521126 0.00280195 0.000974141
threshold=0.23663500000000004 0.24030500000000005 -0.10165999999999999 -0.122295 0.019150000000000004 0.10343500000000001 -0.077074999999999991 -0.095364999999999991 -0.082844999999999988 -0.14867499999999997 -0.10811499999999999 0.11596500000000003 -0.12881499999999999 -0.087529999999999983 -0.050494999999999991 -0.077889999999999987 -0.081864999999999993 -0.14884499999999998 0.076195000000000027
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 17 -6 7 8 -4 12 -11 -12 14 -14 -8 16 -9 18 -1
right_child=-2 -3 6 -5 5 -7 9 15 -10 10 11 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.00040253916445388328 0.002250938330433242 -0.0018908362972928591 0.00010920735763513079 -0.0016510359088253033 0 -0.0012642042408980865 -0.00025562237761122522 -6.7665018243796742e-05 -0.0024292018862876663 0.00134426079160678 8.8696326265723212e-05 0.00098533976577173965 -0.0014416213701548739 -0.00015224930284989991 0.00089270884404626786 -0.00092767002482077999 0.00040146887945697392 0.00078957448005899291 0.00014169946685818418
leaf_weight=53 50 71 71 71 80 67 119 1415 48 56 867 79 53 97 63 48 281 52 82
leaf_count=53 50 71 71 71 80 67 119 1415 48 56 867 79 53 97 63 48 281 52 82
internal_value=0 -7.52978e-05 -3.92839e-05 -0.000419405 -0.00015514 -0.000571278 8.61419e-06 -7.31667e-05 -0.00090781 0.000123439 0.000231195 0.00016444 -0.000199311 -0.000613285 0.000137379 -1.57462e-05 9.58027e-06 0.000167608 -6.59008e-05
internal_weight=0 3673 3602 405 334 147 3197 1863 119 1334 1002 946 332 150 182 1744 1696 187 135
internal_count=3723 3673 3602 405 334 147 3197 1863 119 1334 1002 946 332 150 182 1744 1696 187 135
is_linear=0
shrinkage=0.0995203


Tree=6169
num_leaves=18
num_cat=0
split_feature=10 18 18 8 17 10 2 2 19 3 2 8 8 8 8 17 17
split_gain=0.0302209 0.00626964 0.024098 0.043224 0.00569784 0.00739281 0.00445471 0.00385333 0.0210303 0.0109633 0.0043507 0.00409559 0.00382135 0.00645336 0.00219881 0.00710086 0.00123964
threshold=0.091080000000000022 -0.094389999999999988 -0.10726999999999999 -0.079704999999999998 -0.56005499999999986 0.085090000000000013 0.096520000000000022 -0.086050000000000001 0.10345000000000003 0.088055000000000022 -0.085599999999999996 0.10528000000000003 -0.00076499999999999995 0.010485000000000003 -0.070134999999999989 -0.467555 -0.45712999999999998
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 -3 7 12 8 9 -6 -9 -12 14 -14 15 -1 -15
right_child=-2 4 3 -5 5 -7 -8 10 -10 -11 11 -13 13 16 -16 -17 -18
leaf_value=-0.0010345894386242552 -0.001990573575367892 -0.00082903685325517388 -0.003514193826171436 0.00013733964496222235 0.00050290571001462066 0.001304455502698668 0.00081707184131131266 -0.00090657491777486007 0.0023078761839861821 -0.00041351049781146291 4.2736363493872445e-05 -0.00085005714914850581 -0.0014602429548182274 -0.00038136599348242143 0.00056644459997493555 0.00042173521431525008 0.00034868134199524342
leaf_weight=50 77 70 58 71 301 48 64 51 47 226 2287 52 46 46 85 98 46
leaf_count=50 77 70 58 71 301 48 64 51 47 226 2287 52 46 46 85 98 46
internal_value=0 1.52675e-06 -0.000303313 -0.00149809 5.75775e-05 7.84546e-05 4.91178e-05 5.83241e-05 0.000289881 0.000108354 2.36922e-06 2.2538e-05 -8.11529e-05 -0.000497643 0.00016201 -6.47353e-05 -7.44423e-06
internal_weight=0 3646 564 129 3082 3012 435 2964 574 527 2390 2339 371 138 233 148 92
internal_count=3723 3646 564 129 3082 3012 435 2964 574 527 2390 2339 371 138 233 148 92
is_linear=0
shrinkage=0.0995203


Tree=6170
num_leaves=14
num_cat=0
split_feature=10 20 18 5 17 10 0 20 17 18 27 1 0
split_gain=0.0245056 0.0199515 0.00408812 0.0326082 0.00422615 0.00638889 0.00373821 0.00681599 0.00362007 0.00350496 0.00289922 0.0024124 0.00191226
threshold=0.091080000000000022 -0.40431 -0.095799999999999982 -0.0050400000000000002 -0.56005499999999986 0.085090000000000013 -0.068604999999999985 -0.077945 -0.47367999999999999 -0.14343999999999998 -0.01137 -0.0090649999999999984 -0.080500000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 10 8 -8 -5 -9 -6 -12 -10
right_child=-2 2 4 6 5 -7 7 9 12 -11 11 -13 -14
leaf_value=0.0019561745802286869 -0.0017924713394130356 -0.0020308242789788028 -0.00074653086741400263 -0.0002389486226021154 -0.00069198286747595625 0.0011746358990256075 -0.0011679528446799535 0.00039482994544308664 0.00024159148826529962 -0.00054587855195397609 -4.4012272833044729e-05 0.00014068311863568633 0.001011122202334062
leaf_weight=51 77 88 70 61 56 48 55 124 61 57 1723 1176 76
leaf_count=51 77 88 70 61 56 48 55 124 61 57 1723 1176 76
internal_value=0 1.37481e-06 -2.6129e-05 -0.000283716 1.736e-05 3.54389e-05 6.86504e-05 -0.000196583 0.000388922 9.40619e-05 1.66572e-05 3.06283e-05 0.00067446
internal_weight=0 3646 3595 522 3073 3003 434 236 198 181 2955 2899 137
internal_count=3723 3646 3595 522 3073 3003 434 236 198 181 2955 2899 137
is_linear=0
shrinkage=0.0995203


Tree=6171
num_leaves=17
num_cat=0
split_feature=27 20 2 2 7 9 17 1 1 1 8 3 17 17 17 2
split_gain=0.0199606 0.0163265 0.00612865 0.0143979 0.00314215 0.00405388 0.00513645 0.00238612 0.0298373 0.00242563 0.00264906 0.00508507 0.00489991 0.00222668 0.004611 0.00165451
threshold=0.11410500000000003 -0.40431 -0.11700999999999999 -0.14091999999999996 0.058975000000000007 0.098720000000000016 -0.56005499999999986 -0.090939999999999993 -0.092674999999999993 -0.088694999999999982 -0.081234999999999988 0.092900000000000024 0.39033000000000012 -0.16207999999999997 -0.0064000000000000003 -0.090394999999999989
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 -3 8 13 -9 12 -12 -11 15 -15 -4
right_child=-2 2 7 -5 -6 -7 -8 9 -10 10 11 -13 -14 14 -16 -17
leaf_value=0.0017334313508016387 -0.0017214283368869006 -0.0010213970409025685 0.00016103791202409665 -0.002005362262051163 0.0003300544997816453 -0.0011673578270092954 0.00021727393633690781 0.00059909674618891374 -0.0025422379296826227 -5.6306516739644957e-06 0.00040027430531893116 -5.3372017895554596e-06 -0.00069911160276919554 0.00050174064947634302 -0.00036040524020018928 -0.00055402699240070859
leaf_weight=53 68 46 52 49 89 49 117 78 48 1253 466 881 110 198 88 78
leaf_count=53 68 46 52 49 89 49 117 78 48 1253 466 881 110 198 88 78
internal_value=0 -3.3909e-07 -2.60772e-05 -0.000421862 -0.000161363 -0.000371527 -0.000127268 1.62679e-05 -0.000192325 5.12771e-05 3.52075e-05 0.000134378 -6.21982e-05 7.68515e-05 0.000233603 -0.000261704
internal_weight=0 3655 3602 350 301 212 163 3252 464 2788 2710 1347 1363 416 286 130
internal_count=3723 3655 3602 350 301 212 163 3252 464 2788 2710 1347 1363 416 286 130
is_linear=0
shrinkage=0.0995203


Tree=6172
num_leaves=21
num_cat=0
split_feature=10 17 6 2 3 3 1 18 18 26 18 18 18 18 17 7 1 5 7 3
split_gain=0.0056489 0.00964804 0.00462982 0.00396296 0.00747491 0.00752173 0.00665015 0.00354598 0.0196379 0.00345339 0.00538984 0.00323184 0.00423199 0.00266949 0.00388568 0.00318496 0.00229419 0.00563334 0.00451737 0.00133023
threshold=0.085875000000000021 -0.54752499999999993 0.11481500000000001 -0.070724999999999996 0.10871500000000002 0.14530500000000005 -0.064534999999999995 0.085685000000000025 0.087505000000000013 0.11861500000000001 0.11061000000000003 0.089505000000000015 0.092545000000000016 0.014860000000000003 -0.0038549999999999999 0.082845000000000016 0.51390500000000017 -0.49053999999999998 1.0000000180025095e-35 0.097095000000000029
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 6 -5 -6 -4 13 -9 11 -11 -10 -13 15 -15 16 18 -18 -1 -3
right_child=1 19 3 4 5 -7 -8 8 9 10 -12 12 -14 14 -16 -17 17 -19 -20 -21
leaf_value=2.053124981216913e-05 0.0017939323210936654 0.00045823599861247372 -3.5813285818905291e-05 0.000762315612865856 -0.0014521446594684046 0.00026357778650275954 -0.0016530713874075651 0.0020554089131529282 -0.00067968320271389639 -8.1780056280535604e-05 0.0013510286618547405 0.00072550327563051034 -3.3038211131051564e-05 -0.0010225287552557156 0.00013172780959281338 -0.00075871567099535994 0.00032034496397655041 -0.0010790267582657521 0.0009187472620920536 -0.000230162360659697
leaf_weight=2175 48 53 50 63 52 48 53 54 62 51 51 85 499 62 52 53 53 60 57 57
leaf_count=2175 48 53 50 63 52 48 53 54 62 51 51 85 499 62 52 53 53 60 57 57
internal_value=0 0.000615671 7.32151e-06 -0.00039187 -8.09612e-05 -0.000620412 -0.000875943 3.96099e-05 0.000221879 8.84169e-05 0.000626599 2.17353e-06 7.59642e-05 -1.82567e-05 -0.000488845 3.77347e-06 2.13558e-05 -0.00041544 4.38363e-05 9.40785e-05
internal_weight=0 158 3580 266 163 100 103 3314 802 748 102 646 584 2512 114 2398 2345 113 2232 110
internal_count=3738 158 3580 266 163 100 103 3314 802 748 102 646 584 2512 114 2398 2345 113 2232 110
is_linear=0
shrinkage=0.0995203


Tree=6173
num_leaves=20
num_cat=0
split_feature=6 9 9 8 2 9 0 0 0 0 8 4 8 0 8 29 6 1 2
split_gain=0.00375676 0.00335743 0.00628778 0.00382251 0.00324369 0.00971159 0.00319341 0.00850288 0.00659107 0.00378116 0.021106 0.00345014 0.00331375 0.00359492 0.0029963 0.00288821 0.0028938 0.00290124 0.00215566
threshold=0.11481500000000001 0.097510000000000027 0.09007500000000003 -0.049139999999999996 -0.23128999999999997 0.095055000000000014 -0.068899999999999989 -0.067059999999999995 -0.064859999999999987 -0.083885000000000001 -0.091284999999999991 0.14039500000000002 -0.087635000000000005 -0.08269 0.068430000000000019 0.093650000000000025 -0.40707999999999994 0.41291000000000005 0.013900000000000003
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 -1 9 -8 -9 15 -11 14 -12 -14 -10 16 18 -18 -6
right_child=1 3 -4 -5 6 -7 7 8 11 10 12 -13 13 -15 -16 -17 17 -19 -20
leaf_value=-0.00037110750098503527 5.034402551008644e-06 0.00078545031112036898 -0.0011959640827351094 -0.00041909641795005107 -2.6808912641789803e-05 0.0015079748477134654 -0.0014169523071386246 0.00097461699071866171 -0.00014992343900108279 0.0023279332970522837 -0.00053456083556892157 0.0005718757694475621 0.00077702965156620284 0.00012191223360017209 -0.00090470377354446533 0.00074589098437923516 -1.7342566973295882e-05 0.0006517267216110419 -0.00097699180747019788
leaf_weight=52 84 47 86 58 46 56 49 56 439 46 66 57 94 764 60 50 1508 67 53
leaf_count=52 84 47 86 58 46 56 49 56 439 46 66 57 94 764 60 50 1508 67 53
internal_value=0 -0.000323647 -0.000597714 0.000112285 5.82605e-05 0.000595652 4.07175e-05 -0.000154847 -5.24583e-05 8.90051e-05 0.00024619 -0.000157377 0.000141667 0.000194639 -0.000242319 9.08574e-08 -2.16961e-05 1.05997e-05 -0.000543762
internal_weight=0 275 170 105 3463 108 3355 661 612 2694 970 556 924 858 499 1724 1674 1575 99
internal_count=3738 275 170 105 3463 108 3355 661 612 2694 970 556 924 858 499 1724 1674 1575 99
is_linear=0
shrinkage=0.0995203


Tree=6174
num_leaves=13
num_cat=0
split_feature=10 2 10 6 0 18 3 18 18 8 9 8
split_gain=0.00455154 0.00349911 0.00483008 0.00319794 0.00268269 0.00459168 0.00456315 0.00251104 0.017033 0.00399364 0.00366643 0.00250668
threshold=0.09056500000000002 -0.241895 0.086275000000000018 0.11481500000000001 -0.080074999999999993 -0.067359999999999989 0.11769000000000002 0.085685000000000025 0.087505000000000013 -0.51030999999999993 -0.25326499999999996 -0.052214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -5 -6 -7 9 -9 -3 -11 -10
right_child=-2 2 -4 4 5 6 -8 8 11 10 -12 -13
leaf_value=0.00078415236114004786 0.00076967396008517739 0.00084475869865699438 -0.00094478549817181604 -0.00076242370230223506 0.00063127716568382828 -0.0012232347936791252 3.5272571342100811e-05 0.001917737373818792 -4.9790881809416796e-05 -0.00086343525255073528 -1.0103390282243353e-05 0.0003484801202436974
leaf_weight=57 80 53 53 90 58 46 72 53 517 51 2385 223
leaf_count=57 80 53 53 90 58 46 72 53 517 51 2385 223
internal_value=0 1.04759e-05 -1.54323e-06 1.23162e-05 -0.000319228 -8.79424e-05 -0.000448395 3.94367e-05 0.000193707 -9.38512e-06 -2.83048e-05 6.91224e-05
internal_weight=0 3658 3601 3548 266 176 118 3282 793 2489 2436 740
internal_count=3738 3658 3601 3548 266 176 118 3282 793 2489 2436 740
is_linear=0
shrinkage=0.0995203


Tree=6175
num_leaves=20
num_cat=0
split_feature=30 17 8 5 1 26 3 6 6 5 26 9 18 5 1 1 20 6 20
split_gain=0.00286608 0.00220243 0.0112391 0.00220244 0.00329372 0.010465 0.0196159 0.00795009 0.0061241 0.00387186 0.00350832 0.0033365 0.0026412 0.0022924 0.0026512 0.00676636 0.0051406 0.00442703 0.00275217
threshold=0.12577500000000003 -0.55754499999999996 0.041960000000000011 -0.0054650000000000002 -0.072579999999999992 0.083400000000000016 0.086285000000000014 0.095080000000000012 0.092705000000000023 -0.0083599999999999994 0.15583500000000003 0.089605000000000018 0.10927000000000002 -0.0038499999999999997 -0.049499999999999995 -0.064534999999999995 -0.096095 0.11884000000000002 0.0050750000000000005
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 6 -3 8 -7 10 11 -6 -9 -5 15 17 -16 -15 -18
right_child=-2 3 -4 13 9 7 -8 12 -10 -11 -12 -13 -14 14 16 -17 18 -19 -20
leaf_value=-0.00046828166787817423 -0.0007472285663445527 0.002473155623794241 0.0014945020479780829 -0.0006495638578087905 3.2049938789979956e-05 6.6360996241426832e-05 -0.00017193376386358885 0.00039201179406861338 -0.0010175590501918087 0.00086221359213534024 0.00057166907635410416 -0.00029359771745776268 0.0014838153337550937 -0.00017351262515277949 0.0011110326069608861 -0.0012207000411431812 -8.4854189872748313e-05 0.00072468810502784799 0.00061519026483620597
leaf_weight=60 47 55 55 68 934 542 55 46 57 49 88 465 47 558 47 57 383 60 65
leaf_count=60 47 55 55 68 934 542 55 46 57 49 88 465 47 558 47 57 383 60 65
internal_value=0 3.43075e-05 0.000463323 2.02819e-05 7.73007e-05 0.000240804 0.00114317 9.61811e-05 -3.54167e-05 -7.53712e-06 -3.67479e-05 -7.56038e-05 0.000952586 -8.67385e-05 -5.33276e-05 -0.000182102 0.00012062 -8.4984e-05 1.48875e-05
internal_weight=0 3691 115 3576 2338 802 110 692 599 1536 1487 1399 93 1238 1170 675 495 618 448
internal_count=3738 3691 115 3576 2338 802 110 692 599 1536 1487 1399 93 1238 1170 675 495 618 448
is_linear=0
shrinkage=0.0995203


Tree=6176
num_leaves=22
num_cat=0
split_feature=8 18 29 17 0 0 9 8 8 17 1 17 2 9 8 6 18 9 29 17 0
split_gain=0.00578054 0.0161917 0.00294195 0.00274635 0.0028965 0.00753409 0.00330056 0.00264771 0.00877076 0.00280577 0.00529721 0.00232421 0.00776108 0.00702611 0.00327021 0.00303392 0.00205137 0.00499221 0.0018507 0.00178067 0.00120154
threshold=-0.10337499999999999 -0.093649999999999997 -0.109725 -0.0069749999999999994 -0.12236 -0.14824999999999997 -0.096659999999999982 -0.088520000000000001 -0.089304999999999995 -0.55157999999999996 -0.49056499999999997 -0.015100000000000001 -0.080069999999999988 0.084515000000000021 -0.094139999999999988 0.085955000000000018 0.15891500000000006 0.12912500000000005 0.0061000000000000013 -0.069799999999999987 -0.095339999999999994
decision_type=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 19 5 -5 -6 8 11 10 -9 13 15 -4 -14 -13 17 18 -11 -3 -8
right_child=2 3 7 4 6 -7 20 9 -10 16 -12 12 14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0020382018340804019 -0.00087701597552186205 -6.1405048295721195e-06 -0.00041151762021635318 0.00050491839130028138 0.0012264341532499307 -0.001100181233229782 0.00060838860039534668 1.5785371130758753e-05 -0.0014912610166681656 -2.6838255934476462e-05 -0.0012142514819743653 -0.0012827434997301787 -0.0003153237808656284 0.0011576195443356576 0.00075344747703361614 -0.00034578869312901895 -0.0005324135589619333 0.00098175358776110317 -0.00052017781541447046 -0.00075036510254521138 -5.2429374618143976e-05
leaf_weight=46 49 88 70 75 48 47 46 81 56 2453 59 70 49 47 65 73 81 48 78 52 62
leaf_count=46 49 88 70 75 48 47 46 81 56 2453 59 70 49 47 65 73 81 48 78 52 62
internal_value=0 0.000265396 -0.000109564 6.83442e-05 0.000250951 -0.00010673 0.000535924 -9.76676e-05 -0.000328041 -6.19966e-05 -0.00049674 -0.00015168 -0.00032035 0.000211823 0.000286882 -0.000810163 -3.88075e-05 -2.29872e-05 -4.23654e-05 -0.000288414 0.00022145
internal_weight=0 464 3279 418 278 122 156 3230 430 2800 140 374 257 117 114 143 2660 2579 2531 140 108
internal_count=3743 464 3279 418 278 122 156 3230 430 2800 140 374 257 117 114 143 2660 2579 2531 140 108
is_linear=0
shrinkage=0.0995203


Tree=6177
num_leaves=21
num_cat=0
split_feature=8 18 29 29 8 26 18 18 5 9 9 8 19 17 2 17 5 5 8 1
split_gain=0.00468676 0.0132851 0.00238319 0.00229523 0.00237938 0.00863959 0.00450785 0.00845507 0.00219502 0.00398642 0.00538056 0.00360386 0.00227614 0.00429767 0.00331746 0.00210043 0.00230143 0.00205888 0.00281536 0.00151553
threshold=-0.10337499999999999 -0.09053499999999999 -0.109725 -0.085039999999999991 -0.088520000000000001 0.091195000000000012 0.088250000000000009 0.0048000000000000013 0.26411500000000004 0.095415000000000014 0.098720000000000016 -0.070134999999999989 0.11028000000000003 -0.25491999999999998 -0.082644999999999982 -0.0069749999999999994 -0.11930499999999999 -0.50126999999999999 -0.39070999999999995 -0.080689999999999998
decision_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 5 6 7 -5 12 11 -11 -10 13 -6 -14 19 17 -17 -19 -3
right_child=2 15 3 4 8 -7 -8 -9 9 10 -12 -13 14 -15 -16 16 -18 18 -20 -21
leaf_value=0.001771630852049408 -0.00078973510656653756 4.4073368506780412e-05 0.00046950635357424737 -5.0322741350457128e-05 0.00058455128224309933 -0.0014635025633491462 0.00046507445697382602 -0.001434093463744157 -0.0011545456672073249 0.00066001151375041998 -0.00041326182737333835 -0.00029514387830365511 -0.00093749975786967235 -3.1225696063314199e-05 -7.8803344336043278e-05 0.00042643599700813807 0.00069571815342276007 -0.00074043517274617653 0.00020947071777069286 -0.00060864552516561347
leaf_weight=50 49 71 71 206 119 57 90 56 68 85 101 182 64 1976 155 82 72 56 67 66
leaf_count=50 49 71 71 206 119 57 90 56 68 85 101 182 64 1976 155 82 72 56 67 66
internal_value=0 0.000238808 -9.8784e-05 -8.80486e-05 -0.000100839 -0.000325324 -0.000138691 -0.000349215 -6.71544e-05 -0.000272207 7.28114e-05 -0.000532176 -2.81649e-05 3.36087e-06 -0.000333485 5.17074e-05 0.000211005 3.67703e-05 -0.000216351 -0.0002644
internal_weight=0 464 3279 3230 3159 409 352 262 2750 436 186 250 2314 2095 219 414 277 205 123 137
internal_count=3743 464 3279 3230 3159 409 352 262 2750 436 186 250 2314 2095 219 414 277 205 123 137
is_linear=0
shrinkage=0.0995203


Tree=6178
num_leaves=21
num_cat=0
split_feature=8 18 2 8 26 18 18 8 29 26 26 4 4 3 8 8 4 3 2 26
split_gain=0.00383302 0.0111123 0.00302542 0.0021951 0.013408 0.00480115 0.00799345 0.00216164 0.00211375 0.00202169 0.00249641 0.00203486 0.00276452 0.00163357 0.00266779 0.00239628 0.00231654 0.00221351 0.00150304 0.00145929
threshold=-0.097249999999999989 -0.095364999999999991 0.50951500000000005 -0.088520000000000001 0.090715000000000032 0.088250000000000009 1.0000000180025095e-35 -0.091754999999999989 -0.109725 0.41344500000000012 0.15222000000000005 0.13424500000000003 0.12205500000000002 0.087045000000000025 -0.14546000000000001 -0.15010999999999999 0.13271500000000006 0.11896500000000003 -0.078670000000000004 0.08488500000000003
decision_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 13 4 5 6 7 -2 -5 10 11 12 -10 15 16 -3 17 -15 -16 -9
right_child=3 2 -4 8 -6 -7 -8 19 9 -11 -12 -13 -14 14 18 -17 -18 -19 -20 -21
leaf_value=0.0016760956006692071 -0.00040667327188291806 4.8892871257188498e-05 0.00075619703389661003 -0.00071114061184546706 -0.0018546051617330717 0.00059207834447506458 -0.0012491875364617272 -2.0189240320595166e-05 -4.7403810552599445e-05 -0.0005830262378619214 0.00068931160990502651 0.00045710410232232851 -0.00070105160019521813 -2.9085783004644182e-05 0.00081850866897522571 -0.00091532076307591318 0.00039408028595645008 -0.0008115273284314997 4.9113643655846567e-05 0.00068653584778963488
leaf_weight=46 67 54 54 49 49 78 65 59 2543 69 46 76 66 97 59 46 60 59 48 53
leaf_count=46 67 54 54 49 49 78 65 59 2543 69 46 76 66 97 59 46 60 59 48 53
internal_value=0 0.00019828 5.40495e-05 -9.18765e-05 -0.000320111 -8.40589e-05 -0.000303556 3.52563e-05 -6.18682e-05 -5.02135e-05 -3.6452e-05 -4.91908e-05 -6.4253e-05 -3.36512e-05 7.30429e-05 -0.000386459 -0.000125262 -0.000330257 0.00048101 0.000306934
internal_weight=0 523 477 3220 371 322 244 179 2849 2800 2731 2685 2609 423 323 100 216 156 107 112
internal_count=3743 523 477 3220 371 322 244 179 2849 2800 2731 2685 2609 423 323 100 216 156 107 112
is_linear=0
shrinkage=0.0995203


Tree=6179
num_leaves=26
num_cat=0
split_feature=0 18 17 17 2 6 21 8 8 20 0 18 18 18 8 6 18 2 18 18 2 6 3 0 26
split_gain=0.00314608 0.0126892 0.00422317 0.00543515 0.00346241 0.00308271 0.00814743 0.00382395 0.00336214 0.00234694 0.00224979 0.00191168 0.00864399 0.00357111 0.00559228 0.00806041 0.00361922 0.0038793 0.00331706 0.00488261 0.00429486 0.00168173 0.00310473 0.00510333 0.00441972
threshold=-0.110495 -0.10387 -0.095109999999999986 -0.053765 0.08814000000000001 -0.11345499999999999 0.097120000000000026 -0.0049949999999999994 -0.099434999999999996 -0.048779999999999997 -0.1021 0.092545000000000016 0.095210000000000031 0.086800000000000016 -0.052214999999999998 0.086420000000000011 0.022040000000000008 -0.081604999999999997 -0.0079049999999999988 -0.010029999999999999 -0.035314999999999992 0.11596500000000003 0.10057000000000002 -0.069955000000000003 0.096685000000000021
decision_type=2 2 2 2 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 7 9 8 -5 -7 -2 13 -13 16 15 -15 18 -18 19 -12 -20 22 23 -14 -24
right_child=10 2 3 5 -6 6 -8 -9 -10 -11 11 12 21 14 -16 -17 17 -19 20 -21 -22 -23 24 -25 -26
leaf_value=0.0017281134485888998 -0.00059115620558761032 -0.00075467655150374797 0.00017474019456620193 0.00017689653254895687 0.0013991009298038343 0.00035770894099606176 -0.0014612851247217421 -0.00028834004064340194 0.001241276668330662 -0.00033794206767942563 -7.8084531384494586e-05 -0.0014486406658445693 -0.00019933421702539092 0.00076593124436626092 0.0012676309392450668 -0.000968090764293886 -0.0012851248560937889 -5.6337803657027007e-05 0.00034258010972273333 -0.00098091000096713413 -0.00023586109465509135 0.00028927760644552395 -0.00013693376858064834 0.00088254970975698511 -0.0013215484488286557
leaf_weight=47 86 61 47 79 48 97 46 78 49 95 1512 53 254 61 52 47 49 56 408 62 183 85 85 52 51
leaf_count=47 86 61 47 79 48 97 46 78 49 95 1512 53 254 61 52 47 49 56 408 62 183 85 85 52 51
internal_value=0 0.0001531 2.8359e-05 0.000118496 0.000801982 -2.59017e-05 -0.000271537 0.000253917 0.00059075 9.24294e-06 -8.79059e-05 -7.32553e-05 -0.000235836 -3.41132e-05 0.000419615 3.73059e-06 -6.64547e-05 -0.000637569 -3.83782e-05 -0.000114167 0.000162084 -0.000112311 -0.000191392 -1.28093e-05 -0.000587184
internal_weight=0 647 600 539 95 444 238 206 128 192 3096 3010 580 2430 160 108 2270 105 2165 1574 591 527 442 306 136
internal_count=3743 647 600 539 95 444 238 206 128 192 3096 3010 580 2430 160 108 2270 105 2165 1574 591 527 442 306 136
is_linear=0
shrinkage=0.0995203


Tree=6180
num_leaves=10
num_cat=0
split_feature=29 29 3 1 27 3 1 9 8
split_gain=0.00546242 0.0031596 0.00443732 0.00420071 0.00356931 0.00329126 0.00430671 0.00266104 0.00260257
threshold=-0.11266 0.096845000000000028 0.13730000000000006 0.51613500000000012 -0.032854999999999995 0.15361500000000003 0.41291000000000005 0.085075000000000026 -0.07034
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 -6 -8
right_child=1 2 -4 -5 5 -7 8 -9 -10
leaf_value=0.00099048379388557697 0.00083397287294345395 -0.0012120238740475533 9.3456543670980368e-05 -0.00070156303267070717 -0.00012098109859314142 -0.00061990506806519868 0.0010483090387851278 6.829243644164563e-05 0.0001976538212084196
leaf_weight=55 53 51 50 81 1140 80 61 2074 93
leaf_count=55 53 51 50 81 1140 80 61 2074 93
internal_value=0 -8.59975e-06 -0.000557641 6.65279e-06 2.32721e-05 1.05732e-05 2.5792e-05 9.02748e-07 0.000539918
internal_weight=0 3683 101 3582 3501 3448 3368 3214 154
internal_count=3738 3683 101 3582 3501 3448 3368 3214 154
is_linear=0
shrinkage=0.0995203


Tree=6181
num_leaves=10
num_cat=0
split_feature=29 29 29 1 10 17 17 8 6
split_gain=0.00442893 0.002554 0.00396005 0.00345635 0.00264466 0.00397178 0.00561092 0.0018795 0.00177343
threshold=-0.11266 0.096845000000000028 0.12951500000000005 0.52078500000000016 0.09056500000000002 -0.55157999999999996 -0.56368999999999991 -0.51030999999999993 0.099330000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 -2 -7 -9
right_child=1 2 -4 -5 -6 7 -8 8 -10
leaf_value=0.00089191062270780382 -7.9588642941672623e-06 -0.0010846484248002444 0.00015143065913800346 -0.00068612490007627879 0.00059696002425959401 0.00064779327387606421 -0.001319534916934969 -8.2821638884093892e-06 0.00021134602735027003
leaf_weight=55 86 54 47 70 77 48 53 2831 417
leaf_count=55 86 54 47 70 77 48 53 2831 417
internal_value=0 -7.69968e-06 -0.000501338 5.99069e-06 2.00188e-05 6.84759e-06 -0.000513946 2.9059e-05 1.96631e-05
internal_weight=0 3683 101 3582 3512 3435 139 3296 3248
internal_count=3738 3683 101 3582 3512 3435 139 3296 3248
is_linear=0
shrinkage=0.0995203


Tree=6182
num_leaves=14
num_cat=0
split_feature=29 38 9 9 17 18 17 21 9 9 17 9 9
split_gain=0.00359134 0.00305227 0.00340352 0.00373423 0.00308068 0.00719285 0.00407457 0.00375204 0.00167433 0.0020028 0.0162624 0.00340825 0.00184171
threshold=-0.11266 -0.083229999999999985 0.084515000000000021 0.084345000000000017 -0.24445500000000001 -0.031494999999999995 -0.14488499999999999 0.090095000000000022 0.084675000000000014 0.085075000000000026 -0.013125 0.085335000000000022 0.085665000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -6 -8 -4 10 -10 -11 -13
right_child=1 2 8 -5 6 -7 7 -9 9 11 -12 12 -14
leaf_value=0.00080314751666118555 0.00072852877683459219 5.9294294994802503e-05 0.00056919020424070097 -0.0010107462559066287 0.00062176388355830866 -0.0013458299379409009 -0.00022772687904588882 0.00019666549043471205 0.00078918087033597181 0.00089974382663292546 -0.0016501827562377192 -0.00043484603299995966 6.0084803889122861e-05
leaf_weight=55 55 82 61 48 81 63 748 283 56 47 52 77 2030
leaf_count=55 55 82 61 48 81 63 748 283 56 47 52 77 2030
internal_value=0 -6.9334e-06 -1.83086e-05 -0.000147083 -0.000113451 -0.000545563 -5.63698e-05 -0.000110441 5.36809e-05 3.94171e-05 -0.000377748 6.07136e-05 4.16091e-05
internal_weight=0 3683 3628 1305 1257 145 1112 1031 2323 2262 108 2154 2107
internal_count=3738 3683 3628 1305 1257 145 1112 1031 2323 2262 108 2154 2107
is_linear=0
shrinkage=0.0995203


Tree=6183
num_leaves=9
num_cat=0
split_feature=29 38 1 29 3 10 10 5
split_gain=0.00291147 0.00247457 0.00308578 0.00271619 0.00316708 0.00217199 0.00303553 0.00211482
threshold=-0.11266 -0.083229999999999985 0.55657000000000012 0.096845000000000028 0.13730000000000006 0.09056500000000002 0.086165000000000019 -0.54382499999999989
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 6 7 -3
right_child=1 2 -4 4 -6 -7 -8 -9
leaf_value=0.00072321811182329832 0.00065602545848702175 0.0005740215028365972 -0.00071835451250092531 -0.0010870878138064992 4.0442409563275645e-05 0.00053272481970742611 -0.00064568815244426658 4.5827048063375337e-07
leaf_weight=55 55 65 61 49 47 77 71 3258
leaf_count=55 55 65 61 49 47 77 71 3258
internal_value=0 -6.1549e-06 -1.64191e-05 -4.18566e-06 -0.000526541 1.00257e-05 -1.59168e-06 1.19239e-05
internal_weight=0 3683 3628 3567 96 3471 3394 3323
internal_count=3738 3683 3628 3567 96 3471 3394 3323
is_linear=0
shrinkage=0.0995203


Tree=6184
num_leaves=14
num_cat=0
split_feature=17 5 17 26 26 0 26 17 5 17 5 0 0
split_gain=0.0098762 0.0249053 0.00801056 0.00455972 0.0186778 0.00395207 0.00652499 0.00330082 0.00332552 0.00266788 0.00437436 0.00252938 0.00120214
threshold=0.51326500000000019 -0.029944999999999996 0.50644500000000015 -0.112275 -0.14859999999999998 -0.057604999999999996 -0.236315 -0.56368999999999991 0.63223000000000018 0.28919000000000006 -0.045014999999999993 -0.072274999999999992 -0.090124999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 4 5 6 -1 -5 9 11 -11 -9 -2
right_child=1 -3 -4 7 -6 -7 -8 8 -10 10 -12 -13 -14
leaf_value=0.00090035641743532681 0.00060218208613464904 -0.0023228496842269395 0.001325792575970241 0.00062548767065252091 0.0020858521589722568 -0.00071565878677201785 -0.00043701905099706532 5.8595499377682134e-05 -0.00086083854197428126 4.0941566753751413e-05 -0.00098914009605159258 -0.0001499292686015658 -0.00010106670808953624
leaf_weight=76 47 62 47 78 53 57 68 2218 47 91 72 778 46
leaf_count=76 47 62 47 78 53 57 68 2218 47 91 72 778 46
internal_value=0 -0.000776537 3.48496e-05 1.74689e-05 0.000423814 -1.0362e-05 0.000263133 -1.37105e-05 -2.95172e-05 -1.68895e-05 -0.000409042 4.17264e-06 0.000245536
internal_weight=0 155 3585 3538 254 201 144 3284 3206 3159 163 2996 93
internal_count=3740 155 3585 3538 254 201 144 3284 3206 3159 163 2996 93
is_linear=0
shrinkage=0.0995203


Tree=6185
num_leaves=14
num_cat=0
split_feature=17 18 17 26 26 17 8 8 1 8 2 20 8
split_gain=0.00800827 0.020061 0.00649522 0.00380356 0.0140355 0.00267597 0.00270099 0.00390631 0.00307849 0.00225756 0.00383372 0.00215044 0.00205767
threshold=0.51326500000000019 -0.020999999999999998 0.50644500000000015 -0.126245 -0.15514999999999998 -0.56368999999999991 -0.076554999999999998 -0.073999999999999996 0.50996500000000011 0.24853500000000003 -0.095204999999999998 -0.15190499999999998 -0.51030999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 9 -5 11 -8 -9 10 -1 -7 -13
right_child=1 -3 -4 5 -6 6 7 8 -10 -11 -12 12 -14
leaf_value=0.00026892651301827262 -0.0019485440083398477 0.00031993922899810101 0.0011938494327999626 0.00056323901944984049 0.0018107768552011686 -0.00053160507516495194 -0.00082163125773528816 -0.00012566099726865119 0.00068545714851671042 0.00048287866489468213 -0.00081115817821679926 0.00059809388715165125 4.6551422072705428e-05
leaf_weight=67 70 85 47 78 54 61 78 1172 48 63 62 70 1785
leaf_count=67 70 85 47 78 54 61 78 1172 48 63 62 70 1785
internal_value=0 -0.000699256 3.13814e-05 1.57073e-05 0.000393286 -1.22591e-05 -2.64805e-05 -0.000137488 -9.30771e-05 -1.12044e-06 -0.000243838 4.82949e-05 6.78057e-05
internal_weight=0 155 3585 3538 246 3292 3214 1298 1220 192 129 1916 1855
internal_count=3740 155 3585 3538 246 3292 3214 1298 1220 192 129 1916 1855
is_linear=0
shrinkage=0.0995203


Tree=6186
num_leaves=14
num_cat=0
split_feature=19 5 2 2 9 9 7 3 9 6 0 3 10
split_gain=0.0083127 0.00255981 0.00394384 0.0112023 0.0032234 0.00236685 0.0108045 0.00997319 0.00368422 0.00337108 0.00216244 0.00129996 0.000644394
threshold=0.14107000000000006 0.63223000000000018 -0.122295 -0.14264999999999997 0.095055000000000014 0.11351500000000002 0.081185000000000021 0.14426500000000003 0.10892000000000003 -0.063485 -0.23032 0.084955000000000017 0.07635500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 6 8 9 10 -7 -4 -1 -13
right_child=-2 -3 5 -5 -6 7 -8 -9 -10 -11 -12 12 -14
leaf_value=0.00021979785805261104 -0.0013284937347507954 -0.00058675621852742957 -0.0003866190620678972 0.0017171957094390628 0.00058611216598385986 -0.00038619034017955479 0.0015174648305811618 -0.001508598882533336 -0.00082553516944294683 0.00048885207067313489 2.9759852695388579e-05 -5.7338640544560859e-05 -0.00055762424506402783
leaf_weight=60 46 68 129 51 90 87 47 53 53 87 2856 49 64
leaf_count=60 46 68 129 51 90 87 47 53 53 87 2856 49 64
internal_value=0 1.76352e-05 2.91954e-05 0.000366298 0.000101224 -2.51705e-06 2.00548e-05 -0.000312882 -2.84172e-06 4.66261e-05 1.14913e-05 -0.000146299 -0.000347931
internal_weight=0 3694 3626 314 263 3312 3085 227 3038 174 2985 173 113
internal_count=3740 3694 3626 314 263 3312 3085 227 3038 174 2985 173 113
is_linear=0
shrinkage=0.0995203


Tree=6187
num_leaves=14
num_cat=0
split_feature=19 26 26 0 26 17 5 8 26 26 9 26 21
split_gain=0.00673998 0.00310067 0.0131373 0.00333091 0.00411466 0.00216801 0.00332377 0.00318722 0.0015225 0.00596597 0.0043157 0.00242788 0.00181243
threshold=0.14107000000000006 -0.126245 -0.14859999999999998 -0.057604999999999996 -0.236315 -0.56368999999999991 0.51100000000000012 -0.068904999999999994 0.11624000000000002 0.11880500000000002 0.11296000000000002 0.11215000000000001 0.11987500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 8 -8 11 -10 -11 12 -7
right_child=-2 5 -4 -5 -6 6 7 -9 9 10 -12 -13 -14
leaf_value=0.00073901623227001041 -0.0011962818335195542 0.00050979898317195205 0.0018342966420091063 -0.00067492760650194521 -0.00030365714689271873 2.7859450269445541e-05 8.2109508824195745e-05 -0.00086807073122216667 -0.001033001632398172 0.00029846042082696227 -0.0005387207798193145 0.0006555572080636159 -0.00035102961093869567
leaf_weight=79 46 78 48 53 70 2695 56 87 68 177 93 59 131
leaf_count=79 46 78 48 53 70 2695 56 87 68 177 93 59 131
internal_value=0 1.5836e-05 0.000354331 0 0.000243676 -8.49766e-06 -2.07513e-05 -0.000490248 0 -0.000199757 7.06601e-06 2.34919e-05 1.00063e-05
internal_weight=0 3694 250 202 149 3444 3366 143 3223 338 270 2885 2826
internal_count=3740 3694 250 202 149 3444 3366 143 3223 338 270 2885 2826
is_linear=0
shrinkage=0.0995203


Tree=6188
num_leaves=26
num_cat=0
split_feature=2 2 5 5 6 27 4 26 2 26 26 26 26 5 19 5 9 26 2 27 5 5 23 5 26
split_gain=0.00478041 0.00843606 0.0359464 0.00734552 0.0105966 0.00581625 0.0117093 0.00709066 0.0039823 0.00392678 0.00592378 0.00477865 0.00407686 0.00338451 0.00327655 0.00599616 0.00426515 0.00236 0.0095313 0.00224835 0.00269868 0.0039371 0.00292345 0.0029191 0.00199405
threshold=-0.077849999999999989 -0.080695000000000003 -0.12429 -0.07965499999999999 0.092120000000000021 0.083270000000000025 0.097375000000000017 0.11377500000000003 -0.081204999999999986 0.090385000000000021 0.09271500000000002 0.087395000000000014 0.094455000000000025 0.0053250000000000016 0.0069650000000000016 0.41488500000000011 0.11296000000000002 0.091195000000000012 -0.082954999999999987 -0.01137 0.2686150000000001 0.18340500000000004 1.0000000180025095e-35 0.41370500000000004 0.090275000000000022
decision_type=2 2 2 2 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 13 7 -7 8 17 11 -11 19 -12 -5 15 16 -14 24 -19 -2 21 22 -21 -22 -1
right_child=9 2 3 4 -6 6 -8 -9 -10 10 12 -13 14 -15 -16 -17 -18 18 -20 20 23 -23 -24 -25 -26
leaf_value=-5.0988108442379595e-05 -0.00054783234483842035 -0.0031128460711202532 0.00060755117009017329 0.00041450490850135374 -0.0015813833699332811 -0.001981938500864408 0.00015735314610153232 -0.0012486748854225425 0.00065932634592896766 0.0012376000081499464 -0.00072224567216361843 -0.00095018959340593099 0.00042845565568388631 -0.00058682729797793947 -0.00030512801264097019 0.0013940273163038888 -0.00029131529939379106 0.00082977978528092026 -0.00068005022349997143 0.00010055591813815787 0.0011091919649107507 -0.00075714880360963686 -0.00066553448439978012 0 -0.00062201770109801297
leaf_weight=1284 70 49 81 77 63 46 55 46 87 56 47 56 284 59 89 49 113 119 63 688 46 66 53 47 64
leaf_count=1284 70 49 81 77 63 46 55 46 87 56 47 56 284 59 89 49 113 119 63 688 46 66 53 47 64
internal_value=0 -0.000162092 -0.000625079 -0.000186796 -0.000514237 -7.52769e-05 -0.000808873 -3.02306e-05 3.92512e-06 6.36632e-05 0.000257767 -5.62388e-05 0.000162081 -1.38773e-05 0.000241299 0.000352175 0.000221522 -3.28078e-05 0.000302648 -3.78527e-06 3.76199e-05 -1.99043e-05 4.46565e-05 0.000545584 -7.87066e-05
internal_weight=0 2093 329 280 199 1764 101 1663 1617 1664 638 1026 582 136 535 446 397 1530 182 970 900 807 741 93 1348
internal_count=3757 2093 329 280 199 1764 101 1663 1617 1664 638 1026 582 136 535 446 397 1530 182 970 900 807 741 93 1348
is_linear=0
shrinkage=0.0995203


Tree=6189
num_leaves=26
num_cat=0
split_feature=20 20 3 26 26 9 10 10 10 1 6 8 17 18 17 26 6 3 0 20 3 18 0 3 18
split_gain=0.00463481 0.0179655 0.029843 0.0071671 0.0171689 0.00261041 0.00290758 0.00519675 0.00252241 0.00242311 0.00227863 0.00514741 0.00404338 0.00385803 0.005957 0.00242572 0.00236431 0.00350676 0.00346288 0.00317099 0.0025558 0.00221462 0.00194005 0.00193954 0.000649306
threshold=-0.079399999999999984 -0.080934999999999993 0.092510000000000023 -0.100565 -0.15866 0.11479000000000002 0.090150000000000022 0.086275000000000018 0.07635500000000002 0.067120000000000027 -0.049005 -0.086304999999999993 0.11012500000000003 -0.084954999999999989 -0.083000000000000004 0.086255000000000012 -0.085885000000000003 0.10726500000000001 -0.09466999999999999 -0.089224999999999985 0.086895000000000014 0.095920000000000019 -0.061654999999999995 0.091475000000000015 -0.008179999999999998
decision_type=2 2 2 2 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 24 6 7 8 21 22 15 -12 13 14 -13 16 18 -18 19 -1 -20 -5 -7 -15 -2
right_child=3 2 -4 5 -6 9 -8 -9 -10 -11 11 12 -14 23 -16 -17 17 -19 20 -21 -22 -23 -24 -25 -26
leaf_value=0.00038625925762775275 0.00033832428790428389 0.00028579816865269763 -0.0031951237222888548 6.9191413075800489e-05 -0.0021954131232547018 0.00051763071922450714 -0.00073550428557286798 0.001005788249195355 -0.0005747356600835791 0.0010147664636694644 -0.001020029966703389 5.8743780596914645e-05 0.00077021392790607127 0.00055141028919232396 -0.0013799568190884625 0.00064051679306645945 -0.0010770713283003541 0.00013185457648038116 2.2340998361817831e-05 -0.0006800195725229027 0.0010131887238164618 -0.00018784221231800437 -0.00030523441232449441 -0.00019921773371618963 -0.00016233953560013993
leaf_weight=46 48 46 51 2029 49 67 50 53 71 49 73 54 46 57 58 63 46 47 51 67 56 396 48 83 53
leaf_count=46 48 46 51 2029 49 67 50 53 71 49 73 54 46 57 58 63 46 47 51 67 56 396 48 83 53
internal_value=0 -0.000261189 -0.00153594 3.40054e-06 -0.000666265 4.00522e-05 1.54259e-05 3.0477e-05 9.43924e-06 0.000425327 -9.45634e-05 -0.000270037 -8.35669e-05 -0.000242664 -0.000678989 7.63997e-05 -3.45293e-05 -0.000457307 0.000140469 -0.000238715 0.000548566 2.68805e-05 0.000167055 0.000100548 6.74945e-05
internal_weight=0 844 97 2913 150 2763 2599 2549 2496 164 747 371 298 252 112 376 313 93 220 113 107 2425 115 140 101
internal_count=3757 844 97 2913 150 2763 2599 2549 2496 164 747 371 298 252 112 376 313 93 220 113 107 2425 115 140 101
is_linear=0
shrinkage=0.0995203


Tree=6190
num_leaves=26
num_cat=0
split_feature=20 20 21 21 0 27 27 2 0 0 17 3 3 17 0 2 2 17 17 3 18 17 5 20 3
split_gain=0.00429869 0.029052 0.00372264 0.00617922 0.00591007 0.00358136 0.0137716 0.00385361 0.00333647 0.00569621 0.00353603 0.00325743 0.00829832 0.00333039 0.00469978 0.00299917 0.0030508 0.00276523 0.00403087 0.00170992 0.00847642 0.00739908 0.00448009 0.00534511 0.00311699
threshold=-0.080674999999999997 -0.081324999999999995 0.084670000000000009 0.087625000000000022 -0.225295 0.083160000000000026 0.092265000000000028 -0.026175 -0.15137999999999999 -0.12469 0.51362000000000008 0.090835000000000013 0.092635000000000023 -0.067015000000000005 -0.092724999999999988 -0.079739999999999991 -0.074084999999999998 -0.45380999999999999 -0.54752499999999993 0.10850000000000003 0.088635000000000019 -0.092649999999999996 -0.025879999999999997 -0.089224999999999985 0.086895000000000014
decision_type=2 2 2 2 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 -4 -2 8 -7 -8 -6 -10 -11 13 -13 -5 -15 -14 -17 18 -1 20 22 -21 23 -19 -24
right_child=2 -3 3 11 5 6 7 -9 9 10 -12 12 15 14 -16 16 -18 19 -20 21 -22 -23 24 -25 -26
leaf_value=-0.00026992006983215969 -0.00098720489532779323 -0.0026585922391810899 0.0012105921028566923 -0.00079718629414160253 0.00067408905189755874 -0.0018475349175747612 0.00060768980617550994 -0.00044311157082262587 -0.00099177479280106715 -1.5109213391256099e-05 0.00078163463886396403 0.0015019724596541473 -0.00042891787202575603 0.00080650145807106171 -0.0005507552080585038 0.00065101034315380012 6.7335590005843693e-05 -0.00014808935929142635 0.0009791561399758559 -0.001518176063426508 0.00083824088715334587 5.3195132685581104e-05 -0.00062332136832221987 -0.001421951038138464 0.00014483950385189528
leaf_weight=48 67 47 54 71 71 51 67 71 58 1692 57 46 86 48 53 117 384 71 53 46 80 81 70 63 205
leaf_count=48 67 47 54 71 71 51 67 71 58 1692 57 46 86 48 53 117 384 71 53 46 80 81 70 63 205
internal_value=0 -0.000260915 3.31343e-06 0.000178512 -6.68255e-05 -3.65962e-05 -0.000449577 6.11281e-05 4.52991e-06 -2.13252e-05 1.03887e-05 0.000108262 0.000213345 -0.00027371 8.61725e-05 0.000110968 0.000205277 -0.000102603 0.000377431 -0.000182639 -9.60704e-05 -0.000509517 -0.000280822 -0.000753104 -4.77156e-05
internal_weight=0 764 2993 859 2134 2067 189 138 1878 1807 1749 805 633 172 101 587 501 717 101 616 489 127 409 134 275
internal_count=3757 764 2993 859 2134 2067 189 138 1878 1807 1749 805 633 172 101 587 501 717 101 616 489 127 409 134 275
is_linear=0
shrinkage=0.0995203


Tree=6191
num_leaves=33
num_cat=0
split_feature=20 20 18 2 18 8 1 18 1 17 5 5 5 0 4 21 18 8 18 8 6 6 8 6 6 0 0 0 4 20 1 1
split_gain=0.00354777 0.0242629 0.0032269 0.0102861 0.0107631 0.00577345 0.00572579 0.00508043 0.0152662 0.00668922 0.00339327 0.0108273 0.0054752 0.00628965 0.00494907 0.0030403 0.00284876 0.00807389 0.00342232 0.00254386 0.00398486 0.00248499 0.00222516 0.00196461 0.00428318 0.00296234 0.00380663 0.00407946 0.00275582 0.0019967 0.00163333 0.00118088
threshold=-0.080869999999999984 -0.081424999999999984 -0.022504999999999997 -0.13088999999999998 -0.12363 -0.085764999999999994 -0.01538 -0.011569999999999999 -0.083284999999999984 -0.011514999999999999 -0.0096449999999999991 -0.0054650000000000002 -0.041054999999999994 -0.080884999999999999 0.087155000000000024 0.096230000000000024 -0.0079049999999999988 -0.085289999999999991 -0.0032949999999999998 -0.064125000000000001 -0.097850000000000006 0.099330000000000016 -0.085089999999999985 -0.091244999999999993 -0.095554999999999987 -0.10287 -0.088174999999999989 -0.084894999999999984 0.09044000000000002 -0.097019999999999995 0.015980000000000005 0.0049450000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 4 -2 6 -5 8 9 -4 12 -12 -7 -14 -13 16 17 -9 -18 22 -21 -20 31 24 -1 28 -27 -28 -25 -29 -22 -17
right_child=2 -3 7 5 -6 10 -8 15 -10 -11 11 14 13 -15 -16 19 18 -19 21 20 30 -23 -24 25 -26 26 27 29 -30 -31 -32 -33
leaf_value=-0.00016194331748194173 -5.9312535199987095e-05 -0.0023132141799567813 -0.00095973955551417267 -0.001241537191278822 -0.002219231550087318 0.00045851466070405151 5.2496382360572566e-05 0.00030542519230979608 0.0017559446772170396 0.00064112301589887202 0.0014564915156472348 0.00012740245962672913 -0.0014297406657395996 8.663287681080981e-05 -0.00081663851291830685 -8.8844871359234758e-05 0.00069481785593265572 -0.001390933663799621 -7.2431029235563906e-05 0.0011702913753289749 0.0005469771015107419 0.00043266629117801422 -0.00056514122855493758 -0.0011829384541306349 0.0010004391754629735 0.0005767984004418779 -0.00087668086637198372 -0.00026665344473812615 -9.4483687641734755e-05 0.0002289563436153264 -0.00024832340048010231 0.00053598587098827705
leaf_weight=85 47 52 52 73 46 54 61 56 68 51 58 553 61 47 61 52 68 54 1159 67 54 105 46 50 49 77 70 174 46 149 47 65
leaf_count=85 47 52 52 73 46 54 61 56 68 51 58 553 61 47 61 52 68 54 1159 67 54 105 46 50 49 77 70 174 46 149 47 65
internal_value=0 -0.000238562 2.88352e-06 -0.000136429 -0.00113646 -3.95058e-05 -0.000646353 7.9339e-05 0.000597632 -0.000159132 5.70157e-05 0.000156421 -0.00035028 -0.000762258 3.228e-05 2.88896e-05 -3.3037e-05 -0.000519891 6.5541e-06 0.000301146 0.000573066 -2.98251e-05 1.58613e-05 -8.32755e-05 0.000256998 -0.000165281 -6.04655e-05 -0.000187407 -0.000669915 -3.5494e-05 0.000168782 0.000251287
internal_weight=0 752 3005 1061 93 968 134 1944 171 103 834 672 162 108 614 1773 1442 110 1332 331 168 1264 163 700 134 566 470 393 96 323 101 117
internal_count=3757 752 3005 1061 93 968 134 1944 171 103 834 672 162 108 614 1773 1442 110 1332 331 168 1264 163 700 134 566 470 393 96 323 101 117
is_linear=0
shrinkage=0.0995203


Tree=6192
num_leaves=20
num_cat=0
split_feature=7 8 8 17 9 8 0 26 8 8 8 8 20 20 9 1 1 4 4
split_gain=0.00293575 0.00210146 0.0114769 0.00230355 0.00389633 0.00210782 0.00591984 0.0118552 0.00697915 0.00365961 0.00857678 0.00209865 0.00177521 0.00385147 0.00212461 0.00194355 0.00521514 0.00409153 0.000468061
threshold=-0.23835999999999999 -0.0077949999999999998 -0.013304999999999999 0.51362000000000008 0.091965000000000033 -0.066829999999999987 -0.071799999999999989 0.11377500000000003 -0.050299999999999997 -0.074844999999999981 -0.073439999999999991 -0.076924999999999993 1.0000000180025095e-35 0.096345000000000028 -0.063329999999999984 0.40780000000000011 0.060860000000000011 0.08544000000000003 0.09970500000000003
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 7 -7 -8 11 -11 -2 14 -14 -3 16 17 -16 -15
right_child=1 12 -4 4 -6 6 8 -9 -10 10 -12 -13 13 18 15 -17 -18 -19 -20
leaf_value=0.0008032653817675561 -1.5277560533294856e-06 0.00048371168681753747 0.0012858216612425691 -6.1448503118465589e-05 0.0011594524013295161 0.00044379562952387512 0.0012680042403606499 -0.0014044585230899413 0 -0.0016179379440836687 -8.5780008452087793e-05 0.00052119337535517227 -0.0011276970151163715 -0.00027116896017895708 -0.00037494461917917489 -0.00053711347911617022 0.00071077411862296134 0.00017692203369035987 0.0001742802550758416
leaf_weight=48 1975 67 74 55 47 97 88 53 84 46 176 79 51 46 325 89 80 223 46
leaf_count=48 1975 67 74 55 47 97 88 53 84 46 176 79 51 46 325 89 80 223 46
internal_value=0 1.92796e-05 6.28187e-05 2.89962e-05 0.000493098 1.046e-05 0.000248999 -0.000203797 0.000648639 -2.2928e-05 -0.000406942 1.81784e-05 -0.000110126 -0.000433353 -5.01258e-05 -0.000101152 -3.8064e-05 -0.000148877 -3.95463e-05
internal_weight=0 3701 2774 2700 102 2598 322 150 172 2276 222 2054 927 143 784 717 628 548 92
internal_count=3749 3701 2774 2700 102 2598 322 150 172 2276 222 2054 927 143 784 717 628 548 92
is_linear=0
shrinkage=0.0995203


Tree=6193
num_leaves=16
num_cat=0
split_feature=7 5 2 2 9 5 5 8 20 21 3 20 9 2 10
split_gain=0.00238021 0.0021556 0.00254453 0.0105906 0.00482448 0.00281303 0.00417996 0.00396338 0.00512226 0.00391056 0.00258694 0.00256056 0.00240757 0.0012917 0.000644272
threshold=-0.23835999999999999 0.63455500000000009 -0.13088999999999998 -0.14531999999999998 0.095415000000000014 -0.53313499999999991 -0.49053999999999998 0.10528000000000003 -0.030064999999999998 0.09865500000000002 0.087925000000000017 -0.044334999999999999 0.088365000000000013 -0.0088099999999999984 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 12 11 9 10 -9 13 -8 -4 14 -7 -2
right_child=1 -3 5 -5 -6 6 7 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.00072332427599421383 -0.00016870183826646183 -0.00057877330961347753 -1.8771912059212369e-05 0.001626594667749535 0.00069696792305431912 0.0012977791259736362 -0.00011423954946749974 -9.6111884262184605e-06 -0.001394917857861538 -0.00014038585334362325 8.1590562818859575e-05 -0.0010539620132371159 -0.00072546687270192279 0.00052623813813792509 0.0002936002687357661
leaf_weight=48 69 59 51 50 79 47 1013 65 46 53 1957 47 64 49 52
leaf_count=48 69 59 51 50 79 47 1013 65 46 53 1957 47 64 49 52
internal_value=0 1.73384e-05 2.72201e-05 0.000298048 4.33286e-05 1.42122e-06 1.76039e-05 -7.0307e-06 -0.000591078 0.000532489 1.45217e-05 -0.000523594 -0.000231368 0.0009125 2.3208e-05
internal_weight=0 3701 3642 314 264 3328 3230 3081 111 149 2970 98 185 96 121
internal_count=3749 3701 3642 314 264 3328 3230 3081 111 149 2970 98 185 96 121
is_linear=0
shrinkage=0.0995203


Tree=6194
num_leaves=24
num_cat=0
split_feature=3 18 3 3 18 26 6 26 4 8 8 20 18 2 4 4 3 3 3 8 0 20 3
split_gain=0.00185889 0.0128178 0.027197 0.00499808 0.00330582 0.00285394 0.00393924 0.00359616 0.00256601 0.00227093 0.00326596 0.00844952 0.0027936 0.00481414 0.00335525 0.00697206 0.00206337 0.00317494 0.0163234 0.0031437 0.00197404 0.00150278 0.00170376
threshold=0.084795000000000023 -0.020389999999999998 0.083875000000000019 0.085035000000000013 -0.01137 0.085855000000000029 0.084050000000000027 0.087575000000000028 0.081905000000000019 -0.012329999999999999 -0.046889999999999994 -0.012970000000000001 0.14607000000000003 0.12875500000000004 0.10716000000000002 0.09896000000000002 0.08544000000000003 0.087925000000000017 0.087625000000000022 -0.053049999999999993 -0.066264999999999991 -0.014955 -0.03893499999999999
decision_type=2 2 2 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 -3 6 21 -7 -1 10 16 -12 13 14 15 -11 -5 18 -18 -19 -16 -6 -23
right_child=3 4 -4 9 5 7 -8 -9 -10 12 11 -13 -14 -15 20 -17 17 19 -20 -21 -22 22 -24
leaf_value=-0.00050131448726253728 -0.00094655839691022529 -0.00071324128034424617 0.0028488876523382633 0.00063449837327599957 -0.00034195694968409707 0.0010456897978297949 -0.00098075940144187073 -1.775939628624334e-05 0.00053365036971555742 -0.00017987479569902439 -0.00038749206078790609 0.0012189076769481241 0.0004523711889500923 -0.0011315916298774977 -0.0011236019921856853 0.00072615334802253787 2.1104238805612407e-05 0.00010586369054154373 -0.0017786412303804856 -0.00058853339016573601 -0.00018605426486759978 -0.00023487368180335544 0.00051464209205988006
leaf_weight=49 55 69 51 55 68 53 47 74 46 527 55 77 74 50 48 100 352 1601 58 67 46 46 81
leaf_count=49 55 69 51 55 68 53 47 74 46 527 55 77 74 50 48 100 352 1601 58 67 46 46 81
internal_value=0 0.000187068 0.000995047 -5.96806e-06 -8.03893e-05 3.57305e-05 -0.000162337 0.000419597 0 1.0403e-05 6.25893e-05 0.000543373 -0.000128512 -0.000185327 -0.00011857 -3.4067e-05 3.24524e-05 1.61236e-05 -0.000231497 7.74804e-05 -0.000673511 3.07256e-05 0.000236718
internal_weight=0 584 146 3165 438 369 242 127 95 3110 2265 132 845 771 721 627 2133 2078 410 1668 94 195 127
internal_count=3749 584 146 3165 438 369 242 127 95 3110 2265 132 845 771 721 627 2133 2078 410 1668 94 195 127
is_linear=0
shrinkage=0.0995203


Tree=6195
num_leaves=16
num_cat=0
split_feature=27 8 4 18 21 3 4 4 4 2 4 2 8 20 21
split_gain=0.00209639 0.0122309 0.00245735 0.00248159 0.00367886 0.00246608 0.00242339 0.0060207 0.00487209 0.00305296 0.00257479 0.00168561 0.00163846 0.0024781 0.00243545
threshold=0.084940000000000029 -0.071594999999999992 0.14754500000000006 0.14607000000000003 0.14680000000000004 0.11604000000000002 0.10533000000000002 0.10755500000000003 0.10300500000000003 -0.016354999999999998 0.094025000000000011 -0.079284999999999994 -0.082654999999999992 -0.084474999999999995 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 4 6 11 8 -8 10 -9 -1 -5 13 -2 -15
right_child=1 -3 -4 5 -6 -7 7 9 -10 -11 -12 -13 -14 14 -16
leaf_value=1.2408898458746865e-05 -0.00052103894887024673 0.0015211782103453822 0.00064014250993767836 0.00043568994377257426 -0.00083986767165390274 0.00095856452367454662 -0.0013184422937286319 -0.00064638419518298074 0.00099510817123445823 9.6883812915490145e-05 -0.00050438074956370626 -0.0003425905205466907 -0.00045765936959934355 -6.0959030135779712e-05 0.00069917150235483628
leaf_weight=2661 47 62 58 65 55 49 47 74 49 206 99 47 66 86 78
leaf_count=2661 47 62 58 65 55 49 47 74 49 206 99 47 66 86 78
internal_value=0 0.000257447 -1.82814e-06 -1.31804e-05 -3.26504e-05 0.000367626 -1.82321e-05 -0.000274744 1.13374e-05 -9.66277e-05 -5.83153e-06 0.000101781 -2.24552e-05 0.000109795 0.000295575
internal_weight=0 339 3410 3352 3191 161 3136 327 2809 280 2760 112 277 211 164
internal_count=3749 339 3410 3352 3191 161 3136 327 2809 280 2760 112 277 211 164
is_linear=0
shrinkage=0.0995203


Tree=6196
num_leaves=19
num_cat=0
split_feature=18 3 7 17 0 3 4 8 4 3 0 36 3 9 17 9 9 3
split_gain=0.00763476 0.0102386 0.00405979 0.00395715 0.00317972 0.00473906 0.00276084 0.0058713 0.00515652 0.00400496 0.0031008 0.00222974 0.00292955 0.00448189 0.00647477 0.00214232 0.013062 0.00563709
threshold=0.19545000000000004 0.095240000000000019 0.082845000000000016 -0.072334999999999997 -0.110495 0.082130000000000022 0.087495000000000031 -0.0049949999999999994 0.095805000000000015 0.10749000000000002 -0.13752999999999999 0.090760000000000021 0.084065000000000015 0.084055000000000032 -0.010239999999999999 0.092605000000000021 0.091885000000000022 0.091715000000000033
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 -1 7 10 -8 -10 -7 12 13 14 -6 16 -14 -17
right_child=1 -3 3 -5 11 6 8 -9 9 -11 -12 -13 15 -15 -16 17 -18 -19
leaf_value=0.0011474050011030573 0.0019618327575389141 3.813920858767208e-05 4.7404055991769505e-05 -0.0011722750308283442 0.00047130654998729481 0.00091365023644087069 0.0012012464536534703 -0.0008353579732449073 -0.000545166948614416 0.00034890253877087617 -0.00010229158437556214 -0.00061282874832966922 -5.7621853640439127e-05 0.00096922984586632192 -0.00072905023758086023 0.0010215404789832795 -0.0013524951368601493 3.8884783024922468e-06
leaf_weight=50 46 70 46 58 125 46 54 78 65 205 81 65 1679 71 69 58 81 789
leaf_count=50 46 70 46 58 125 46 54 78 65 205 81 65 1679 71 69 58 81 789
internal_value=0 0.000808041 -1.20593e-05 -0.00062493 5.83608e-06 0.00021919 0.00012991 -0.000153247 0.000311594 0.000130632 0.000259242 -3.59458e-05 -2.26046e-05 0.000292167 4.01557e-05 -5.49149e-05 -0.000117681 7.45408e-05
internal_weight=0 116 3620 104 3516 579 529 205 324 270 127 2937 2872 265 194 2607 1760 847
internal_count=3736 116 3620 104 3516 579 529 205 324 270 127 2937 2872 265 194 2607 1760 847
is_linear=0
shrinkage=0.0995203


Tree=6197
num_leaves=12
num_cat=0
split_feature=18 0 4 24 5 17 3 26 3 18 3
split_gain=0.00640603 0.00283906 0.00458412 0.00257279 0.00239922 0.0020829 0.00462035 0.00492833 0.00236539 0.00458164 0.00375484
threshold=0.26473000000000008 -0.23058999999999999 0.095805000000000015 -0.071224999999999997 0.63455500000000009 -0.53166999999999998 0.11275500000000002 0.089075000000000029 0.084065000000000015 -0.011569999999999999 0.089895000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 -5 9 -7 -10
right_child=-2 3 -4 4 -6 8 -8 -9 10 -11 -12
leaf_value=0.0011983106164248929 0.00094827985515081952 -0.0007543901238198132 -2.1583147983588938e-05 0.00039987718214124147 -0.00064188252684847574 0.00069642391724794421 0.0010956546240487163 -0.00081159224497819439 -0.00019872228951409962 -3.2895411835842016e-05 3.6403178323035866e-05
leaf_weight=50 71 47 75 108 59 128 54 48 1084 250 1762
leaf_count=50 71 47 75 108 59 128 54 48 1084 250 1762
internal_value=0 -5.99974e-06 0.000459826 -2.26796e-05 -1.25997e-05 -1.54956e-06 0.000301884 2.18696e-05 -2.15681e-05 0.000211904 -5.28651e-05
internal_weight=0 3665 125 3540 3493 3434 210 156 3224 378 2846
internal_count=3736 3665 125 3540 3493 3434 210 156 3224 378 2846
is_linear=0
shrinkage=0.0995203


Tree=6198
num_leaves=19
num_cat=0
split_feature=18 26 24 9 3 6 3 9 20 9 20 29 26 18 20 3 26 6
split_gain=0.00525648 0.00977549 0.00215232 0.00197594 0.00816088 0.0187817 0.00475875 0.0040536 0.0168008 0.0043329 0.00167826 0.00405362 0.00378148 0.00407771 0.00286288 0.00157741 0.00133625 0.00135174
threshold=0.19545000000000004 0.090455000000000021 -0.071224999999999997 0.08951000000000002 0.089655000000000026 0.08866000000000003 0.090595000000000023 0.092605000000000021 -0.012970000000000001 0.093175000000000022 0.0057800000000000013 0.098035000000000025 -0.15866 -0.20826999999999998 0.087625000000000022 0.086465000000000028 -0.0026699999999999996 -0.13578499999999999
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 10 5 15 -6 8 -8 -9 11 12 -4 -14 -12 -5 -16 -18
right_child=1 -3 3 4 6 -7 7 9 -10 -11 14 -13 13 -15 16 -17 17 -19
leaf_value=-0.00067931334079643509 -7.237940176004264e-05 0.0017779445527263662 0.00088891143947993426 -0.0004032469197055647 0.0008713922275539888 -0.0024632083911565734 -0.0015762881088222228 0.00089695363065891986 0.00022300216287783568 -1.4744771889681729e-05 0.001014265338775725 -0.000759535877974265 -0.00087692476490396738 5.1543883321945276e-05 -0.00029631293091349681 0.00034961615866519553 0.00054443889410120752 -8.927619209941384e-05
leaf_weight=47 69 47 52 62 58 46 81 55 139 821 46 63 48 1866 51 49 84 52
leaf_count=47 69 47 52 62 58 46 81 55 139 821 46 63 48 1866 51 49 84 52
internal_value=0 0.000670264 -1.02e-05 -1.1692e-06 -9.86068e-05 -0.000771833 -6.30591e-06 -5.35004e-05 -0.000435743 4.15621e-05 5.49413e-05 2.54522e-05 5.10233e-05 2.78317e-05 0.000308224 -6.35269e-05 0.000130167 0.000296117
internal_weight=0 116 3620 3573 1311 157 1154 1096 220 876 2262 2029 1966 1914 233 111 187 136
internal_count=3736 116 3620 3573 1311 157 1154 1096 220 876 2262 2029 1966 1914 233 111 187 136
is_linear=0
shrinkage=0.0995203


Tree=6199
num_leaves=9
num_cat=0
split_feature=18 7 17 12 8 4 4 4
split_gain=0.00443235 0.00293804 0.00304205 0.0025192 0.00232039 0.00280024 0.00234378 0.00217551
threshold=0.26473000000000008 0.082845000000000016 -0.072334999999999997 0.097490000000000021 -0.49499500000000002 0.14039500000000002 0.13271500000000006 0.12435500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=-0.00050192447950513758 0.00078848970796523035 6.0921564781308054e-05 -0.0010070598398649727 0.00071117393698268648 6.5840361082328756e-08 0.00057020875975140404 -0.00056739017686470569 0.00065545436395647702
leaf_weight=89 71 46 58 50 3213 87 71 51
leaf_count=89 71 46 58 50 3213 87 71 51
internal_value=0 -5.2662e-06 -0.000526812 9.73582e-06 -2.0177e-08 1.27942e-05 -1.50157e-06 1.05571e-05
internal_weight=0 3665 104 3561 3511 3422 3335 3264
internal_count=3736 3665 104 3561 3511 3422 3335 3264
is_linear=0
shrinkage=0.0995203


Tree=6200
num_leaves=21
num_cat=0
split_feature=19 18 26 5 1 5 5 6 17 17 8 6 20 17 5 26 9 9 21 19
split_gain=0.00377694 0.00208236 0.00324365 0.00407708 0.00394153 0.00516215 0.00734172 0.00473179 0.0035837 0.00324255 0.00718035 0.00315382 0.00228587 0.0022179 0.00167005 0.00319905 0.00331662 0.00275624 0.00257596 0.00307267
threshold=-0.07525999999999998 0.10361000000000002 0.11746500000000003 -0.068984999999999991 -0.048734999999999994 -0.079124999999999987 -0.052494999999999993 -0.074569999999999984 -0.05543 0.50644500000000015 -0.07594999999999999 1.0000000180025095e-35 -0.077394999999999992 0.40057000000000009 -0.0087549999999999989 -0.025024999999999999 -0.076039999999999983 0.11222500000000002 0.13589500000000002 0.081580000000000027
decision_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 -4 5 -3 -7 12 -8 13 11 -11 -6 14 15 16 -2 -17 19 -16
right_child=1 2 3 -5 7 6 8 -9 -10 10 -12 -13 -14 -15 18 17 -18 -19 -20 -21
leaf_value=-0.00063408779387296181 0.00032078835647712984 0.00039834214247484398 -0.00023035710023616444 0.0010180509516684668 0.00021686987431630695 -0.0017182539298000318 -0.00079162220872611459 0.00092375091788834333 0.00031639687412334005 0.00062424806676869701 0.0015158289133108864 -0.0005273303530004429 -0.00059434077178627525 -0.00041484635769975173 -6.6133742407881507e-05 0.00019325291008539424 -0.00035631339132538461 0.00084742507526876611 0.000738964069361052 0.00053831559815440181
leaf_weight=76 108 46 51 51 64 56 68 50 49 47 51 47 72 86 1102 1314 209 68 46 90
leaf_count=76 108 46 51 51 64 56 68 50 49 47 51 47 72 86 1102 1314 209 68 46 90
internal_value=0 7.37849e-05 -0.000112704 0.000385821 -0.00024028 -0.000526972 -0.000777741 9.28748e-05 -0.000320583 0.000103889 0.000564569 3.97501e-05 -0.000206575 8.15211e-05 9.63342e-05 0.00016042 -0.000123046 0.000226033 7.72328e-06 -1.9809e-05
internal_weight=0 3675 507 102 405 219 173 186 117 3168 145 94 136 3023 2937 1699 317 1382 1238 1192
internal_count=3751 3675 507 102 405 219 173 186 117 3168 145 94 136 3023 2937 1699 317 1382 1238 1192
is_linear=0
shrinkage=0.0995203


Tree=6201
num_leaves=13
num_cat=0
split_feature=0 19 0 27 26 8 26 0 4 4 2 18
split_gain=0.00364729 0.00301225 0.00162495 0.00232603 0.00264822 0.00454375 0.00303986 0.00207519 0.00192897 0.00392409 0.00398924 0.00684545
threshold=-0.25289499999999993 -0.15196499999999999 -0.0033699999999999997 -0.032854999999999995 0.26711000000000013 -0.035869999999999992 0.12598500000000004 -0.087614999999999985 0.12061000000000001 0.10724500000000002 0.096520000000000022 -0.031494999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 -5 9 10 11 -4
right_child=1 2 8 4 5 -7 -8 -9 -10 -11 -12 -13
leaf_value=0.00085859136277457299 -0.00074935298987595595 0.00064332438433987614 -0.0012562828278197486 -3.8808594199381232e-05 0.00032919980467643428 -0.00095347050860950119 0.00080712170601834649 0.00013039451969861632 -0.00061416999831295175 0.00068796025656862111 0.00052211954118601108 -5.4453149654308248e-06
leaf_weight=55 47 70 65 1155 46 65 56 1871 70 60 57 134
leaf_count=55 47 70 65 1155 46 65 56 1871 70 60 57 134
internal_value=0 4.11698e-05 5.15763e-05 7.45823e-05 6.18574e-05 -0.000414539 7.92807e-05 6.55405e-05 -0.000140781 -3.3326e-05 -0.000205575 -0.000418124
internal_weight=0 3696 3649 3263 3193 111 3082 3026 386 316 256 199
internal_count=3751 3696 3649 3263 3193 111 3082 3026 386 316 256 199
is_linear=0
shrinkage=0.0995203


Tree=6202
num_leaves=16
num_cat=0
split_feature=20 0 6 5 9 9 2 26 9 26 18 2 20 20 3
split_gain=0.00337565 0.00384986 0.00328871 0.00628959 0.00228012 0.00626106 0.00317519 0.00980891 0.0066035 0.00541286 0.00469024 0.00455111 0.00225003 0.00551711 0.00146359
threshold=-0.25378999999999996 -0.25289499999999993 0.12386500000000002 0.15100500000000003 0.094435000000000033 0.093605000000000022 -0.077604999999999993 0.11746500000000003 0.097510000000000027 0.097505000000000022 0.027500000000000007 -0.07360499999999999 -0.13620999999999997 -0.085204999999999989 0.090135000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 12 7 10 9 -8 -6 -10 14 -14 -3
right_child=1 2 3 -5 6 -7 8 -9 11 -11 -12 -13 13 -15 -16
leaf_value=-0.00066182826958029769 0.00091193827616948078 -3.5471977188990532e-05 0.0013139774315168095 -0.00016634899783958413 9.5719633455125007e-05 0.001010530157604826 -0.00033521821085031825 0.0013986471181011743 -0.00094556541020040965 -0.0017967714884709596 -0.00090293626508332065 7.2420896844263081e-05 0.00059423199145776818 2.8049600666426986e-05 -0.00076553392909123417
leaf_weight=65 52 61 57 55 217 69 59 50 51 46 59 290 184 2383 53
leaf_count=65 52 61 57 55 217 69 59 50 51 46 59 290 184 2383 53
internal_value=0 6.08025e-05 4.8398e-05 0.000579722 3.12694e-05 7.38802e-05 -0.000119457 0.000114817 -0.000292533 -0.000983315 -0.000114795 -7.74287e-05 4.94685e-05 6.89519e-05 -0.000382068
internal_weight=0 3686 3634 112 3522 2750 772 326 446 105 276 341 2681 2567 114
internal_count=3751 3686 3634 112 3522 2750 772 326 446 105 276 341 2681 2567 114
is_linear=0
shrinkage=0.0995203


Tree=6203
num_leaves=16
num_cat=0
split_feature=20 0 6 9 0 18 9 2 1 18 18 9 6 4 1
split_gain=0.0027379 0.003121 0.00269583 0.0097301 0.00782455 0.00202186 0.00343973 0.00437504 0.00421752 0.00303744 0.00259422 0.00242859 0.00139235 0.00359773 0.00256756
threshold=-0.25378999999999996 -0.25289499999999993 0.11884000000000002 0.094010000000000024 -0.06340999999999998 0.11362500000000002 0.096385000000000012 -0.078784999999999994 -0.06551499999999999 0.13474500000000003 0.10698500000000001 0.089255000000000015 -0.14723999999999998 0.081905000000000019 0.10637500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 10 7 11 -8 -9 12 -7 13 -3 -14
right_child=1 2 3 4 -6 6 8 9 -10 -11 -12 -13 14 -15 -16
leaf_value=-0.00059596291666818343 0.00082118201496753714 -0.00067733338176002985 -0.00059035203947619915 0.0019445094838992608 0.00012717584725569324 0 -0.0013514852150215226 0.0010233658283406708 -0.0001002956633398269 -8.051434545778004e-06 0.00071626026778807853 -0.00096885184872232914 3.4754292795109413e-05 2.5461826328129798e-05 0.00039402516073791375
leaf_weight=65 52 93 55 49 47 60 49 51 62 60 57 47 2476 313 215
leaf_count=65 52 93 55 49 47 60 49 51 62 60 57 47 2476 313 215
internal_value=0 5.47514e-05 4.3559e-05 0.000455556 0.0010633 2.54625e-05 -0.000208827 1.7142e-05 -0.000659998 0.000458468 5.01613e-05 -0.000433032 3.76375e-05 -0.000133507 6.37628e-05
internal_weight=0 3686 3634 151 96 3483 329 218 111 111 3154 107 3097 406 2691
internal_count=3751 3686 3634 151 96 3483 329 218 111 111 3154 107 3097 406 2691
is_linear=0
shrinkage=0.0995203


Tree=6204
num_leaves=9
num_cat=0
split_feature=22 20 10 10 2 5 5 17
split_gain=0.0317314 0.0246152 0.00269569 0.00386521 0.00339345 0.00389483 0.0053448 0.0039002
threshold=0.13264000000000004 -0.41270499999999993 0.090150000000000022 0.086275000000000018 -0.241895 -0.039649999999999998 -0.045014999999999993 -0.013885
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=-0.0023205321518766924 0.0025447813767242883 -0.00086905394001152885 -0.00059950066229772436 0.00077005022241628742 -9.8472547480639371e-05 -2.0471173230534339e-05 -0.0010826523324028202 0.00028204821766342431
leaf_weight=47 47 47 80 61 1476 1300 57 622
leaf_count=47 47 47 80 61 1476 1300 57 622
internal_value=0 -5.73411e-05 -2.79179e-05 -1.48544e-05 -2.87602e-05 -1.70923e-05 -0.0001356 7.70046e-05
internal_weight=0 3690 3643 3563 3502 3455 1533 1922
internal_count=3737 3690 3643 3563 3502 3455 1533 1922
is_linear=0
shrinkage=0.0995203


Tree=6205
num_leaves=23
num_cat=0
split_feature=10 6 9 1 3 1 5 6 0 0 2 18 17 17 8 9 18 2 18 3 26 8
split_gain=0.0294388 0.0229093 0.00436018 0.00460059 0.0054491 0.0141902 0.0117073 0.00526606 0.00405176 0.00785743 0.00436227 0.00350223 0.00458155 0.0262752 0.00556584 0.00767195 0.00717741 0.00483861 0.00337876 0.00296134 0.00414177 0.00267457
threshold=0.096215000000000023 0.23663500000000004 0.094435000000000033 -0.067015000000000005 0.09742000000000002 -0.077429999999999985 0.054660000000000007 0.12638500000000005 -0.057604999999999996 -0.064494999999999983 -0.072624999999999981 -0.010029999999999999 -0.013125 -0.0096999999999999986 -0.073999999999999996 0.089855000000000032 -0.097059999999999994 -0.069459999999999994 -0.0079049999999999988 0.14940500000000004 0.11819500000000002 -0.36115499999999995
decision_type=2 2 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 -6 8 9 -5 -10 12 14 -14 15 -1 -16 -15 -13 20 -20 -21
right_child=-2 -3 3 7 6 -7 -8 -9 10 -11 -12 18 13 17 16 -17 -18 -19 19 21 -22 -23
leaf_value=-5.1368061636355423e-05 0.0023064229440327485 -0.0021505506906076711 -6.4558859462636532e-05 -0.00019999211697486476 0.00099761279804588062 -0.0023079497059554943 -0.00088068547403553476 0.00090359622490682363 -7.2313987609879602e-05 0.0011261987622922412 -0.0014330822503967307 -0.00077770148872513035 0.0026350952579709428 0.00027952353709627154 -4.3903879913325677e-05 -0.0012784780292966645 0.00092399981853248908 -0.0007446623071320199 -3.7923192459829062e-05 0 -0.00087762286329761221 0.001043626529082006
leaf_weight=456 53 51 62 333 53 52 86 50 49 51 47 64 47 361 187 57 126 52 1344 49 61 46
leaf_count=456 53 51 62 333 53 52 86 50 49 51 47 64 47 361 187 57 126 52 1344 49 61 46
internal_value=0 -5.57314e-05 -2.6099e-05 -0.000234225 -0.000583795 -0.00109504 -0.00015861 -6.58107e-05 -0.000168496 -2.17254e-05 -0.000747051 3.07937e-05 0.000152655 0.000404424 1.1454e-05 -0.000189309 0.000343116 0.000148588 -6.88836e-05 -3.8095e-05 -7.49626e-05 0.00049854
internal_weight=0 3684 3633 783 253 114 139 530 480 384 96 2850 1286 460 826 513 313 413 1564 1500 1405 95
internal_count=3737 3684 3633 783 253 114 139 530 480 384 96 2850 1286 460 826 513 313 413 1564 1500 1405 95
is_linear=0
shrinkage=0.0995203


Tree=6206
num_leaves=19
num_cat=0
split_feature=27 6 9 6 17 17 18 8 18 8 26 18 17 18 7 9 9 9
split_gain=0.0260353 0.019927 0.00394469 0.0033847 0.00381698 0.00522488 0.00306305 0.00436922 0.00942342 0.00969416 0.00686945 0.00739094 0.00368597 0.00286224 0.00202773 0.0025354 0.00421234 0.00371958
threshold=0.11470500000000003 0.23663500000000004 0.094435000000000033 0.12638500000000005 0.51292000000000015 0.41106500000000007 -0.011569999999999999 -0.086304999999999993 -0.015069999999999998 -0.085605000000000001 0.084685000000000024 -0.087529999999999983 -0.013885 -0.098315 0.080610000000000029 0.086315000000000017 0.087695000000000009 0.085280000000000022
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 13 7 10 9 -9 11 -1 -12 -4 15 17 -17 -8
right_child=-2 -3 3 -5 -6 -7 14 8 -10 -11 12 -13 -14 -15 -16 16 -18 -19
leaf_value=-3.0406503299161103e-05 0.0019540648007052275 -0.002069790318864272 5.3662915050486794e-05 0.00052485041201429496 -0.0010975064047289631 0.00077011792246712261 -0.00011400790232990991 0.0015615054208191848 0.001586287596207726 9.280015380107476e-05 -0.00025075494895281136 -0.0015497704556516501 0.00087855639465930335 -0.00041841014506759739 0.00057810645630618196 0.00058088734978349761 -6.3338526441155746e-05 -0.00075414410367923034
leaf_weight=71 65 48 170 55 53 49 882 47 49 888 54 59 59 473 47 130 437 101
leaf_count=71 65 48 170 55 53 49 882 47 49 888 54 59 59 473 47 130 437 101
internal_value=0 -5.51127e-05 -2.82023e-05 -0.000223392 -0.00027973 -0.000215914 2.68022e-05 0.000145252 0.000238987 0.000167504 -0.000230946 -0.000726261 0.000331641 -0.000292328 -6.3692e-05 -8.36811e-05 8.29238e-05 -0.000180613
internal_weight=0 3672 3624 800 745 692 2824 1227 984 935 243 130 113 643 1597 1550 567 983
internal_count=3737 3672 3624 800 745 692 2824 1227 984 935 243 130 113 643 1597 1550 567 983
is_linear=0
shrinkage=0.0995203


Tree=6207
num_leaves=15
num_cat=0
split_feature=22 21 9 23 9 10 2 3 18 18 8 6 8 18
split_gain=0.0252546 0.0144561 0.00368941 0.0038372 0.00317597 0.00338816 0.0084295 0.00329859 0.00269576 0.0059083 0.0128835 0.0048618 0.0042189 0.00300144
threshold=0.13264000000000004 -0.096850000000000006 0.094435000000000033 0.086650000000000019 0.095415000000000014 0.090150000000000022 -0.14884499999999998 0.093835000000000016 -0.015440000000000001 -0.027300000000000001 -0.083245 0.09840500000000002 -0.073999999999999996 -0.011039999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -4 6 -6 -8 9 12 -11 13 -3 -10
right_child=-2 2 4 -5 5 -7 7 -9 11 10 -12 -13 -14 -15
leaf_value=-0.0013076950318665712 0.002274097591682797 -5.0304923565082272e-05 -0.00082567437498877103 -0.00085226185580256704 0.0012253268894647149 -0.00084463340161005729 -0.00073539144563265616 -7.6728233990732214e-05 -0.0005813621721281701 0.0016918243134880233 -0.00032048348508245108 0.00070547550388474773 0.0003953582348127773 -2.928137604605487e-05
leaf_weight=88 47 661 74 47 46 62 88 554 105 72 55 85 307 1446
leaf_count=88 47 661 74 47 46 62 88 554 105 72 55 85 307 1446
internal_value=0 -4.73336e-05 -1.63146e-05 3.82929e-05 -0.000201409 -0.000138724 -7.39198e-05 -0.000168287 5.39189e-05 0.000174876 0.000813907 -2.65394e-05 9.01909e-05 -6.71841e-05
internal_weight=0 3690 3602 2778 824 750 688 642 2731 1095 127 1636 968 1551
internal_count=3737 3690 3602 2778 824 750 688 642 2731 1095 127 1636 968 1551
is_linear=0
shrinkage=0.0995203


Tree=6208
num_leaves=18
num_cat=0
split_feature=3 18 10 10 17 6 26 17 5 6 5 6 5 6 0 6 35
split_gain=0.00348401 0.0287526 0.00368862 0.00458184 0.00322463 0.00667128 0.00491843 0.0029022 0.00220072 0.0016628 0.00405871 0.00933788 0.00380805 0.00290455 0.00432401 0.00178439 0.00105891
threshold=0.08400500000000001 -0.095799999999999982 0.09056500000000002 0.086165000000000019 -0.0064000000000000003 -1.0000000180025095e-35 0.085790000000000019 -0.083000000000000004 0.5252300000000002 0.088915000000000022 -0.045014999999999993 0.090085000000000012 -0.0060949999999999997 0.087670000000000012 -0.084665000000000004 0.085845000000000019 -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 8 6 16 7 -3 9 13 11 -11 -12 15 -15 -2 -6
right_child=2 4 -4 -5 5 -7 -8 -9 -10 10 12 -13 -14 14 -16 -17 -18
leaf_value=-0.0024070321687058587 -5.4538228127273459e-05 0.00036363769554928574 0.0007444999800236018 -0.00086573899283549406 -0.00021791681714418724 -0.0012202458351877517 0.0010240099738886967 -0.00063088843906052169 0.00052716152085823963 0.0015972096461790504 -0.00042786136069099246 0.00014652069482064606 0.00011952860127829157 -0.0011288837318721631 5.9225433348386375e-06 0.00035312127161284996 0.00036008946658197625
leaf_weight=56 1987 67 64 62 54 53 63 51 76 52 191 296 366 61 70 112 72
leaf_count=56 1987 67 64 62 54 53 63 51 76 52 191 296 366 61 70 112 72
internal_value=0 -0.000309151 -3.44717e-06 -1.83226e-05 1.4912e-05 -0.000282202 0.000313266 -5.92624e-05 -1.7052e-06 -1.47873e-05 9.86405e-05 0.000365643 -6.67064e-05 -6.11868e-05 -0.00051625 -3.2396e-05 0.000105875
internal_weight=0 416 3337 3273 360 179 181 118 3211 3135 905 348 557 2230 131 2099 126
internal_count=3753 416 3337 3273 360 179 181 118 3211 3135 905 348 557 2230 131 2099 126
is_linear=0
shrinkage=0.0995203


Tree=6209
num_leaves=18
num_cat=0
split_feature=3 3 9 8 3 36 11 6 6 26 6 6 8 3 3 6 8
split_gain=0.00282653 0.026127 0.00323035 0.00723849 0.00449416 0.0036635 0.00168247 0.00206351 0.00216218 0.00364403 0.00154312 0.00419695 0.0034536 0.00196078 0.00529393 0.00465351 0.00115163
threshold=0.08400500000000001 0.083725000000000022 0.083835000000000021 -0.08569499999999998 0.080495000000000025 0.088655000000000025 -0.40069499999999997 0.18123500000000006 0.12241500000000002 0.098185000000000022 0.089525000000000021 0.090085000000000012 -0.074844999999999981 0.086895000000000014 0.087445000000000023 0.086420000000000011 -0.07034
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 16 -2 8 10 -10 13 -12 -13 15 -15 -8 -1
right_child=6 -3 3 -5 -6 -7 7 -9 9 -11 11 12 -14 14 -16 -17 -18
leaf_value=-0.00011454376230288427 -0.00060087105461172638 -0.0024369072330850767 0.00049323238589327276 -0.0011198241458197935 0.00080248830195483198 0.00051411659046873002 2.2986746281857969e-05 0.00050450443860401381 -0.0010640427176372941 0.00013687454902814539 0.00099953831297699166 0.00024265052578857228 -0.00023835322654160436 0.00078241206133286469 -2.0572662357447856e-05 -0.00061762540932398682 -0.00078553220904626015
leaf_weight=57 46 49 47 65 84 63 304 80 50 48 52 407 231 85 1858 176 51
leaf_count=57 46 49 47 65 84 63 304 80 50 48 52 407 231 85 1858 176 51
internal_value=0 -0.000278385 7.58022e-06 -0.000435607 0.000205446 -8.30515e-05 -3.00645e-06 5.10147e-06 -7.0859e-06 -0.000467485 7.14492e-06 0.00013866 6.72109e-05 -2.99688e-05 1.4134e-05 -0.000210199 -0.000438979
internal_weight=0 416 367 112 255 171 3337 3291 3211 98 3113 690 638 2423 1943 480 108
internal_count=3753 416 367 112 255 171 3337 3291 3211 98 3113 690 638 2423 1943 480 108
is_linear=0
shrinkage=0.0995203


Tree=6210
num_leaves=14
num_cat=0
split_feature=3 17 10 10 6 4 2 7 20 20 20 38 4
split_gain=0.00229234 0.0241574 0.00304816 0.0037044 0.00196036 0.00206875 0.00183751 0.00155228 0.00157169 0.00320947 0.00267517 0.00138253 0.00272645
threshold=0.08400500000000001 0.052150000000000009 0.09056500000000002 0.086165000000000019 0.085570000000000021 1.0000000180025095e-35 -0.24151999999999998 -0.074779999999999999 0.096815000000000026 0.25779000000000007 0.0057800000000000013 -0.080750000000000002 0.11541000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 5 -1 -2 -8 10 -10 -9 -7 -13
right_child=2 -3 -4 -5 -6 11 7 8 9 -11 -12 12 -14
leaf_value=-0.00055195876225250392 0.00060960332565268679 -0.001817657101383889 0.00067724302267625747 -0.00077816836649086053 0.00055556928454976679 -0.00025899636524070736 0.00047774769415946628 -2.0409998402947933e-05 -0.00059658799312068236 0.00036665369420471752 0.0005493630212371019 -6.3200664699093487e-05 0.00080726089028299291
leaf_weight=56 48 79 64 62 77 61 63 2850 119 47 84 82 61
leaf_count=56 48 79 64 62 77 61 63 2850 119 47 84 82 61
internal_value=0 -0.00025068 -2.65841e-06 -1.62033e-05 0.000114224 -1.33332e-05 -1.23583e-06 -1.07644e-05 -2.09563e-05 -0.000318931 -3.81846e-06 0.000130512 0.000302391
internal_weight=0 416 3337 3273 337 260 3211 3163 3100 166 2934 204 143
internal_count=3753 416 3337 3273 337 260 3211 3163 3100 166 2934 204 143
is_linear=0
shrinkage=0.0995203


Tree=6211
num_leaves=18
num_cat=0
split_feature=3 18 5 18 4 3 7 29 5 4 17 4 20 17 6 3 26
split_gain=0.00186283 0.0231775 0.00281334 0.00375209 0.00150316 0.00144149 0.00143393 0.00138192 0.00265705 0.00229147 0.0112058 0.00649927 0.0061045 0.00311459 0.00217799 0.00137269 0.000909294
threshold=0.08400500000000001 -0.095799999999999982 -0.0091849999999999987 -0.0086449999999999982 0.14646500000000004 0.080495000000000025 -0.074779999999999999 -0.027829999999999997 -0.0024199999999999998 0.10739000000000003 -0.052269999999999997 0.10343500000000001 -0.034144999999999995 -0.56005499999999986 -0.10198499999999999 -0.0043349999999999994 -0.077514999999999987
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 15 -2 8 14 11 -11 13 -12 -9 -8 16 -5
right_child=4 2 -4 5 -6 -7 7 9 -10 10 12 -13 -14 -15 -16 -17 -18
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leaf_weight=56 57 59 85 51 73 55 80 68 61 65 52 71 119 2625 66 47 63
leaf_count=56 57 59 85 51 73 55 80 68 61 65 52 71 119 2625 66 47 63
internal_value=0 -0.000225928 6.48492e-05 -8.72497e-05 -2.3206e-06 0.000101521 7.42175e-06 -1.11765e-06 -0.000250056 1.57862e-05 0.000313548 -9.34156e-06 -0.000104799 1.51384e-05 -1.38596e-05 -4.40608e-05 0.000136917
internal_weight=0 416 360 275 3337 216 3264 3207 207 3000 236 2764 171 2693 146 161 114
internal_count=3753 416 360 275 3337 216 3264 3207 207 3000 236 2764 171 2693 146 161 114
is_linear=0
shrinkage=0.0995203


Tree=6212
num_leaves=13
num_cat=0
split_feature=29 9 26 9 26 6 5 5 18 26 9 17
split_gain=0.0116521 0.00207896 0.00515243 0.00394878 0.00505738 0.00446139 0.00216422 0.00577945 0.00836267 0.00374324 0.00572109 0.00312753
threshold=0.12737000000000004 0.13642500000000005 -0.019129999999999998 0.11408000000000003 0.26711000000000013 -0.067359999999999989 -0.066919999999999993 -0.081415000000000001 0.091330000000000008 0.11659500000000002 0.095415000000000014 -0.0082649999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -5 7 11 -9 10 -8 -1
right_child=-2 2 -4 5 -6 -7 9 8 -10 -11 -12 -13
leaf_value=-0.00034559691029460119 -0.0015754721984588074 0.00022898007489763935 -0.0011647616437555869 0.0013454833102676353 -0.00084526954513864413 0.00012465690423674631 -8.1751281418939364e-05 0.0014399991307615981 0.00014521768159754073 -0.00082919733334192833 0.00037891368194810398 0.00011102452704775329
leaf_weight=179 46 55 49 47 67 85 1749 76 146 57 315 865
leaf_count=179 46 55 49 47 67 85 1749 76 146 57 315 865
internal_value=0 1.82836e-05 -0.000419816 3.12175e-05 1.05602e-05 0.000565547 2.77315e-05 0.000130833 0.000592164 -3.34227e-05 -1.10497e-05 3.19499e-05
internal_weight=0 3690 104 3586 3454 132 3387 1266 222 2121 2064 1044
internal_count=3736 3690 104 3586 3454 132 3387 1266 222 2121 2064 1044
is_linear=0
shrinkage=0.0995203


Tree=6213
num_leaves=10
num_cat=0
split_feature=29 9 26 9 8 26 20 21 10
split_gain=0.0094486 0.00167973 0.00418413 0.00320969 0.00492158 0.00410101 0.00190434 0.00378536 0.00193782
threshold=0.12737000000000004 0.13642500000000005 -0.019129999999999998 0.11408000000000003 -0.045194999999999999 0.26711000000000013 -0.24910499999999999 0.15159000000000003 0.090150000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 -1 8 -8
right_child=-2 2 -4 4 -6 -7 7 -9 -10
leaf_value=0.00054276360059260466 -0.0014186809231553771 0.00020619191385288591 -0.0010488443601875247 -0.00013384776671716961 0.001074473319318566 -0.00076114814001848987 3.8702844278760574e-05 -0.0008537617445119577 -0.00049373517935134804
leaf_weight=69 46 55 49 61 71 67 3200 49 69
leaf_count=69 46 55 49 61 71 67 3200 49 69
internal_value=0 1.64861e-05 -0.000377252 2.81334e-05 0.000509881 9.48566e-06 2.49717e-05 1.39571e-05 2.7214e-05
internal_weight=0 3690 104 3586 132 3454 3387 3318 3269
internal_count=3736 3690 104 3586 132 3454 3387 3318 3269
is_linear=0
shrinkage=0.0995203


Tree=6214
num_leaves=10
num_cat=0
split_feature=4 17 10 10 19 21 8 3 23
split_gain=0.0129976 0.00159838 0.00182193 0.00785685 0.00166855 0.00214538 0.00378033 0.00921422 0.00256815
threshold=0.15730000000000002 -0.56655999999999984 0.085090000000000013 0.090150000000000022 0.14061500000000002 0.15544000000000005 0.10649000000000002 0.10749000000000002 -0.022119999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 8 -8 -3
right_child=-2 2 3 -5 -6 -7 7 -9 -10
leaf_value=-0.00043732678808330774 -0.0016456442108254135 0.00058414715525242791 0.001138291308144106 -0.00027079808568102081 0.00059090117691687309 0.00060060833115644372 0.00013739470770697792 -0.001574605812313193 2.1026368810401636e-06
leaf_weight=74 47 77 71 86 49 59 78 51 3144
leaf_count=74 47 77 71 86 49 59 78 51 3144
internal_value=0 1.9842e-05 2.94268e-05 0.000361219 1.4126e-05 5.5955e-06 -4.63948e-06 -0.000533097 1.62709e-05
internal_weight=0 3689 3615 157 3458 3409 3350 129 3221
internal_count=3736 3689 3615 157 3458 3409 3350 129 3221
is_linear=0
shrinkage=0.0995203


Tree=6215
num_leaves=13
num_cat=0
split_feature=4 28 0 4 17 18 22 3 3 21 17 2
split_gain=0.0105399 0.00201957 0.00184917 0.00560357 0.00336699 0.0039622 0.00168244 0.00240306 0.00349492 0.0018433 0.005757 0.00248251
threshold=0.15730000000000002 0.094675000000000023 0.12433000000000002 0.10098000000000003 -0.55380499999999999 -0.063154999999999989 0.083165000000000017 0.089305000000000009 0.09339500000000002 0.12912000000000004 -0.24445500000000001 -0.072624999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 9 -8 -9 11 -11 -6
right_child=-2 -3 3 -5 6 -7 7 8 -10 10 -12 -13
leaf_value=1.8889762600322678e-05 -0.0014818694343591825 0.00063396177521611715 -0.00011033864475777419 0.0012602686358655962 8.187916893454713e-05 -0.0012132758307122711 -0.00065542773890637964 0.00072140780266743119 -0.00026229944284884908 -0.00023765610852317684 0.0012738836654223068 -0.00011064724369599375
leaf_weight=52 47 52 80 46 2049 49 87 47 149 53 46 979
leaf_count=52 47 52 80 46 2049 49 87 47 149 53 46 979
internal_value=0 1.79115e-05 8.87841e-06 0.000383545 -4.33418e-06 -0.000570789 1.22034e-05 -0.000219783 -2.22337e-05 3.34605e-05 0.000456407 1.9362e-05
internal_weight=0 3689 3637 126 3511 101 3410 283 196 3127 99 3028
internal_count=3736 3689 3637 126 3511 101 3410 283 196 3127 99 3028
is_linear=0
shrinkage=0.0995203


Tree=6216
num_leaves=29
num_cat=0
split_feature=1 3 1 9 0 18 18 0 4 0 0 21 21 18 4 3 0 21 18 18 18 9 20 0 1 9 19 18
split_gain=0.00666012 0.015255 0.0101708 0.00413209 0.00691592 0.00365909 0.00400811 0.00302755 0.0055119 0.00677583 0.0274499 0.00589422 0.00691912 0.00413048 0.0114829 0.00390982 0.00388172 0.00354617 0.00333211 0.00522835 0.00481081 0.00371152 0.00319317 0.0031909 0.0117199 0.00712903 0.00196713 0.00259874
threshold=-0.096749999999999989 0.081685000000000021 -0.092674999999999993 0.095950000000000021 0.12387500000000003 -0.13579499999999997 -0.096219999999999986 -0.085794999999999996 0.084545000000000023 -0.100285 -0.105055 0.090095000000000022 0.086690000000000017 0.089365000000000014 0.090805000000000011 0.093835000000000016 -0.094139999999999988 -0.076335 -0.090899999999999995 -0.087989999999999985 -0.098315 0.08951000000000002 -0.077945 -0.081534999999999982 -0.0090649999999999984 0.11296000000000002 0.088935000000000028 -0.044484999999999997
decision_type=2 2 2 2 2 2 2 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 -3 -7 8 9 10 15 12 -11 14 -10 -4 -13 -16 20 -20 21 -9 -23 24 -21 -25 27 -8
right_child=2 3 7 4 -6 6 26 18 13 11 -12 16 -14 -15 17 -17 -18 -19 19 23 -22 22 -24 25 -26 -27 -28 -29
leaf_value=-0.0015050785035684838 0.0013327238128796541 -0.00062017304768399446 -0.00021231559329051549 0.00016985176423707764 -0.0015417637326153883 0.0009767952186067548 -0.00038336578129720726 0.00070710561447074954 -0.0016747241494013462 0.00012329462337288863 0.0026290890451767849 -0.00089872349605779243 0.0010838256450842157 0.00049029511357653454 0.00068009597807242072 0.00061968195481909962 0 -0.00019855432100487227 -0.0010159653589670557 -0.00051585646935687734 0.0009726969557264781 -0.00068356221071839041 0.00015751367580028704 0.00016054827333915044 0.00086908151425071976 -0.00065847284530698262 -0.00045785033835904438 0.00040558931910608746
leaf_weight=88 62 64 113 46 46 55 56 61 50 383 58 74 93 87 54 109 138 284 61 370 70 76 106 725 72 123 60 151
leaf_count=88 62 64 113 46 46 55 56 61 50 383 58 74 93 87 54 109 138 284 61 370 70 76 106 725 72 123 60 151
internal_value=0 -0.000300418 7.01383e-05 -7.69265e-05 -0.000677058 6.39893e-05 0.000202514 4.468e-05 0.000150309 0.000286819 0.000700146 0.000117414 0.000312681 -0.00012616 -0.000266496 0.0001925 -0.000317155 -5.57562e-05 -4.64281e-05 -0.000114627 0.000245325 3.24246e-05 -0.000189207 -7.13714e-05 -0.000288404 4.07862e-05 3.99521e-05 0.000188197
internal_weight=0 566 3169 478 92 386 322 3107 1443 968 280 688 476 475 388 222 212 338 1664 1351 313 243 182 1290 442 848 267 207
internal_count=3735 566 3169 478 92 386 322 3107 1443 968 280 688 476 475 388 222 212 338 1664 1351 313 243 182 1290 442 848 267 207
is_linear=0
shrinkage=0.0995203


Tree=6217
num_leaves=26
num_cat=0
split_feature=1 1 1 4 4 2 9 2 17 2 17 9 2 18 2 5 18 1 7 18 18 18 4 1 5
split_gain=0.00540707 0.0139709 0.00824568 0.0040304 0.00967835 0.00287577 0.0139442 0.00411999 0.00888081 0.00277684 0.00689983 0.00262397 0.00444085 0.00437407 0.002403 0.00858417 0.00215782 0.00833475 0.00298079 0.00176041 0.00506839 0.00281608 0.00168708 0.00147878 0.000854605
threshold=-0.096749999999999989 -0.11064999999999998 -0.092674999999999993 0.10716000000000002 0.11670500000000002 -0.079555000000000001 0.08203000000000002 -0.080604999999999996 -1.0000000180025095e-35 -0.077849999999999989 0.055875000000000015 0.092855000000000021 -0.086050000000000001 0.089365000000000014 -0.076254999999999989 -0.066919999999999993 -0.078409999999999994 -0.047239999999999997 -0.009689999999999999 -0.097059999999999994 -0.032374999999999994 -0.14343999999999998 0.079660000000000022 -0.040439999999999997 0.13648000000000002
decision_type=2 2 2 2 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 19 -5 6 -4 11 -9 10 23 13 -13 -8 15 -11 17 -16 -18 21 -21 -1 24 -7 -22
right_child=2 -3 5 4 -6 9 7 8 -10 14 -12 12 -14 -15 16 -17 18 -19 -20 20 22 -23 -24 -25 -26
leaf_value=0.00014459441005395274 0.0012000908523414637 -0.0019342781651281726 0.0017553144179177846 -0.0016448103832335946 0.00021439804115778712 -0.00036860557327236538 1.3857445631141217e-05 -0.000132884269437189 0.0014475773560892787 -0.00046229014778096804 -0.0013268683949828873 -3.5056098571848496e-05 -0.0011271438323271139 0.00061184902143531232 -0.0015267869064061906 0.0011412743534502244 -0.00068483441234154887 -1.8213039517850801e-05 4.9264386496349656e-05 0.00098577892482852852 -4.3031848743784234e-05 -0.00074606743286862885 0.00027107093894586614 0.0003828183039322581 -0.00058451087654699655
leaf_weight=74 62 46 51 52 58 48 1019 75 65 61 57 156 49 138 46 71 58 177 980 59 67 65 89 56 56
leaf_count=74 62 46 51 52 58 48 1019 75 65 61 57 156 49 138 46 71 58 177 980 59 67 65 89 56 56
internal_value=0 -0.000270664 6.32122e-05 -0.000121924 -0.000657059 4.02624e-05 0.000136191 8.06689e-05 0.000595054 -5.50776e-05 -0.000446502 2.71942e-05 -0.000300085 8.58898e-05 -9.24991e-06 0.000394032 -5.21141e-05 -0.00033307 7.45669e-06 1.96525e-05 0.000169195 -0.000266013 -5.42002e-05 2.81359e-05 -0.000296215
internal_weight=0 566 3169 520 110 3107 1553 1502 140 1554 161 1362 205 1157 1393 132 1261 223 1038 410 271 139 212 104 123
internal_count=3735 566 3169 520 110 3107 1553 1502 140 1554 161 1362 205 1157 1393 132 1261 223 1038 410 271 139 212 104 123
is_linear=0
shrinkage=0.0995203


Tree=6218
num_leaves=20
num_cat=0
split_feature=2 2 17 26 10 10 2 0 2 5 21 36 3 18 5 18 24 3 5
split_gain=0.00514299 0.0135108 0.00722519 0.0150891 0.00430316 0.00533196 0.00312024 0.0236248 0.00387604 0.00400671 0.00378957 0.00258318 0.00407679 0.00253501 0.00539828 0.00496927 0.00223909 0.00269213 0.00183218
threshold=-0.090919999999999987 -0.088554999999999995 0.047465000000000014 0.081750000000000031 0.090150000000000022 0.086275000000000018 -0.079954999999999984 -0.09937 -0.080604999999999996 -0.093875 0.10384500000000002 0.088355000000000031 -0.018634999999999995 -0.10387 0.23074000000000006 -0.14624999999999996 0.094750000000000015 0.093245000000000022 -0.010074999999999999
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 13 7 -3 9 -9 -11 12 -8 15 18 -1 17 -14 -15
right_child=1 6 3 -5 -6 -7 11 8 -10 10 -12 -13 16 14 -16 -17 -18 -19 -20
leaf_value=-0.00035442571527792333 0.0015171165203192228 0.0020827249401091175 -0.0023472907239801698 0.00016035248741469468 -0.00081168610301693281 0.0010272528860044074 -0.00092702076095043415 -0.0007118871837365721 0.0007071670589054559 9.0426588019688572e-06 0.00085992132587433461 0.00047094296749001027 -0.00023049818865231709 -0.00031247200920972348 -0.0011354793908595548 0.0010413356102598611 -0.0007183226937738284 5.0640499987480423e-05 0.00025008542509476721
leaf_weight=51 62 60 46 48 73 46 54 72 84 943 55 90 468 120 56 49 48 1201 109
leaf_count=51 62 60 46 48 73 46 54 72 84 943 55 90 468 120 56 49 48 1201 109
internal_value=0 6.22963e-05 -0.000256108 -0.00105808 -0.000104909 1.29016e-05 3.26971e-05 0.000156977 5.61419e-05 4.26825e-06 5.67551e-05 -4.79354e-05 -7.47664e-05 -0.000106167 -0.000259032 0.000321311 -4.7486e-05 -2.77024e-05 -4.11297e-05
internal_weight=0 3137 598 94 504 431 3075 1214 1154 1070 998 1861 1771 385 285 100 1717 1669 229
internal_count=3735 3137 598 94 504 431 3075 1214 1154 1070 998 1861 1771 385 285 100 1717 1669 229
is_linear=0
shrinkage=0.0995203


Tree=6219
num_leaves=19
num_cat=0
split_feature=3 4 10 3 3 5 0 10 17 9 9 3 18 17 26 4 4 8
split_gain=0.0043494 0.0169863 0.00455151 0.00367532 0.0272375 0.00973773 0.0336893 0.00351824 0.00324074 0.00601495 0.00361697 0.00267841 0.0064149 0.00344514 0.0021797 0.00208422 0.00272249 0.00111738
threshold=0.081685000000000021 0.079795000000000019 0.090150000000000022 0.088115000000000013 0.087925000000000017 0.0047850000000000011 -0.080614999999999992 0.086275000000000018 -0.068169999999999994 0.084055000000000032 0.08622500000000001 0.088685000000000028 -0.020389999999999998 -0.55754499999999996 0.40795000000000009 0.10386500000000003 0.12631500000000004 -0.080445000000000003
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 8 -7 11 9 -2 -10 12 -5 -13 -15 -3 -17 -18
right_child=2 15 -4 7 -6 6 -8 -9 10 -11 -12 13 -14 14 -16 16 17 -19
leaf_value=-0.0019172333649257606 -0.0010996774546839006 0.00052098498244659527 -0.00075835369306594157 0.00026709052071764711 0.0024604433128694522 0.0026949880961118591 -0.00074885009414420276 0.00080939400309756242 0.00022999818380865122 2.8391871467931099e-05 -0.00033489545567446245 -0.00074050298638802137 -0.0012643739782736063 -1.4736982778016161e-06 0.00052113899283692973 -0.00061013175355359157 0.00054426883733742725 -0.00013915221545727366
leaf_weight=56 72 60 69 52 51 56 56 51 457 130 148 61 55 2112 82 75 46 46
leaf_count=56 72 60 69 52 51 56 56 51 457 130 148 61 55 2112 82 75 46 46
internal_value=0 -0.000364772 4.09785e-05 5.75237e-05 0.00022116 9.59999e-05 0.00096576 -7.91707e-06 -2.36959e-05 -0.00036964 9.04562e-05 -2.59109e-05 -0.00051246 -2.46108e-06 1.76857e-05 1.46078e-05 -0.000162422 0.00019366
internal_weight=0 283 3452 3383 970 919 112 2413 807 202 605 2362 107 2255 2194 227 167 92
internal_count=3735 283 3452 3383 970 919 112 2413 807 202 605 2362 107 2255 2194 227 167 92
is_linear=0
shrinkage=0.0995203


Tree=6220
num_leaves=20
num_cat=0
split_feature=7 9 9 3 3 6 3 1 2 17 5 9 6 18 6 9 26 18 17
split_gain=0.00315642 0.00261272 0.003393 0.015085 0.00395625 0.00863319 0.0157343 0.0037904 0.00314367 0.00411182 0.00508862 0.00259625 0.0020802 0.00995862 0.00261357 0.00236682 0.00591567 0.00215257 0.00207566
threshold=-0.23835999999999999 0.094375000000000028 0.09550500000000002 0.096595000000000028 0.10038500000000002 -0.101065 0.09742000000000002 -0.077774999999999997 -0.043929999999999997 0.12439000000000001 -0.11065499999999999 0.093705000000000024 0.11056500000000001 -0.078409999999999994 0.10449000000000003 0.092605000000000021 0.091570000000000026 0.10361000000000002 0.021725000000000005
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 -3 5 -4 7 -7 9 10 -6 12 14 -14 15 17 -17 -2 -15
right_child=1 2 4 -5 8 6 -8 -9 -10 -11 -12 -13 13 18 -16 16 -18 -19 -20
leaf_value=0.00081414009288034218 -3.2252467704026294e-05 -0.0005708998173370671 -0.00050742975938028326 0.0018424855843482075 0.00086318972916624094 -0.00051274911458254523 0.0022424907308806136 0.00054756547280403048 0.00061383697744511636 -0.00087249380465578309 -0.00020760523035987804 -0.00076663986443294488 -0.0015223268071223701 -0.00028293048628189602 0.00069867511446420998 -0.0003798731019442372 0.0011314306678111342 -0.00036045644572613237 0.00064086746401198036
leaf_weight=46 2264 49 80 53 51 49 50 102 53 74 314 51 52 46 48 47 55 218 49
leaf_count=46 2264 49 80 53 51 49 50 102 53 74 314 51 52 46 48 47 55 218 49
internal_value=0 -1.52386e-05 0.000134765 0.000675089 6.24089e-05 0.000360991 0.000710704 0.000198068 -0.000106459 -0.000195285 -5.57444e-05 -6.19072e-05 -4.86794e-05 -0.000413424 -2.7997e-05 -4.18123e-05 0.00042702 -6.14092e-05 0.000184938
internal_weight=0 3705 875 102 773 281 201 151 492 439 365 2830 2779 147 2632 2584 102 2482 95
internal_count=3751 3705 875 102 773 281 201 151 492 439 365 2830 2779 147 2632 2584 102 2482 95
is_linear=0
shrinkage=0.0995203


Tree=6221
num_leaves=13
num_cat=0
split_feature=11 38 0 27 2 28 20 1 1 6 20 20
split_gain=0.00221513 0.00315598 0.00376151 0.0022993 0.00255589 0.00178446 0.00156728 0.00377401 0.0084049 0.00366277 0.00306681 0.00317054
threshold=-0.082869999999999985 -0.072014999999999996 -0.059114999999999994 -0.032854999999999995 -0.241895 0.083225000000000021 -0.0078249999999999986 -0.054974999999999996 -0.017214999999999998 0.11884000000000002 -0.01137 -0.017315000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 10 9 -9 -8 11 -6
right_child=3 2 -4 4 5 -7 7 8 -10 -11 -12 -13
leaf_value=0.0008400133748138988 0.00048853284413978267 -0.00053337809918276133 0.00060152894011894498 0.00064339077132485455 4.5098101676528451e-05 -0.00062541469000517119 -2.9778804050664555e-05 -0.001106693545847021 -0.00013005232056415876 0.00087295358543085504 0.00066623836965449287 -0.00072777185607977607
leaf_weight=73 85 61 55 54 1176 52 1379 105 535 46 75 55
leaf_count=73 85 61 55 54 1176 52 1379 105 535 46 75 55
internal_value=0 0.000327349 0 -2.22203e-05 -3.49418e-05 -4.58821e-05 -3.66995e-05 -9.08032e-05 -0.000291562 -6.34663e-08 4.82204e-05 9.90191e-06
internal_weight=0 189 116 3562 3477 3423 3371 2065 640 1425 1306 1231
internal_count=3751 189 116 3562 3477 3423 3371 2065 640 1425 1306 1231
is_linear=0
shrinkage=0.0995203


Tree=6222
num_leaves=15
num_cat=0
split_feature=4 10 10 9 9 3 17 20 2 2 6 6 17 18
split_gain=0.00294614 0.00232269 0.00194543 0.00202233 0.00365754 0.00328908 0.0041429 0.00393337 0.00393045 0.00692127 0.00571064 0.00211452 0.00370717 0.00294578
threshold=0.15221500000000004 0.09056500000000002 0.086165000000000019 0.093335000000000015 0.092855000000000021 0.11578500000000001 -0.467555 -0.074014999999999984 -0.072419999999999998 -0.069459999999999994 0.099330000000000016 -0.011749999999999998 -0.53299999999999992 0.10015500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 8 -7 -8 10 -10 -5 12 -1 -13
right_child=-2 -3 -4 5 -6 6 7 -9 9 -11 -12 13 -14 -15
leaf_value=0.00079978366586205471 0.00066523770331188752 0.00050747698506466317 -0.00054404183551183104 0.00021449237631946422 -0.0009034296592912289 -0.0010081692176840981 0.00071413302589848522 -0.00031158753037290005 -0.0010967253442875453 0.00020231598557648357 0.0011237774990333997 -7.6863060200024218e-05 1.3756573913454814e-05 -0.00056603092056936545
leaf_weight=63 64 82 71 290 50 50 55 113 52 184 91 1354 1097 135
leaf_count=63 64 82 71 290 50 50 55 113 52 184 91 1354 1097 135
internal_value=0 -1.57455e-05 -2.78739e-05 -1.72722e-05 -5.93483e-05 0.000117751 -0.000212571 1.93412e-05 0.000235789 -8.04449e-05 0.000433819 -4.31071e-05 5.71517e-05 -0.000121763
internal_weight=0 3687 3605 3534 2699 835 218 168 617 236 381 2649 1160 1489
internal_count=3751 3687 3605 3534 2699 835 218 168 617 236 381 2649 1160 1489
is_linear=0
shrinkage=0.0995203


Tree=6223
num_leaves=15
num_cat=0
split_feature=4 12 10 2 2 18 0 0 5 20 20 20 5 1
split_gain=0.0023888 0.0022088 0.00400566 0.00168443 0.00199408 0.00233273 0.00412004 0.00196739 0.00188667 0.00491595 0.00634876 0.00444272 0.0039477 0.0028906
threshold=0.15221500000000004 0.098385000000000028 0.09056500000000002 -0.082275000000000001 -0.082594999999999988 -0.1394 -0.070134999999999989 -0.071029999999999996 -0.095169999999999991 -0.048779999999999997 -0.07650499999999999 -0.009049999999999999 -0.092239999999999989 -0.068094999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 9 10 -5 -11 -10 -14
right_child=-2 -3 -4 8 -6 6 -8 -9 12 11 -12 -13 13 -15
leaf_value=-3.2902944668046137e-05 0.00059903310332898101 -0.00068497939941263009 0.00074565831211772984 0.00017479529492084734 -0.00062437473330486716 -3.5012602576509634e-05 -0.00053088246200529913 0.00081532623556732347 -0.00090231121634797788 -0.00086065269125059545 0.0012729738939738745 9.9892418613633109e-05 0.00016209739765387103 -0.00011609923342524813
leaf_weight=54 64 48 69 164 70 1028 199 51 49 56 78 318 657 846
leaf_count=54 64 48 69 164 70 1028 199 51 49 56 78 318 657 846
internal_value=0 -1.41564e-05 -5.08301e-06 -1.98225e-05 -0.000104977 -7.70663e-05 -0.000116102 0.000371298 3.48673e-05 0.00018238 0.000532137 -4.17438e-05 -2.31542e-05 4.96302e-06
internal_weight=0 3687 3639 3570 1402 1332 1227 105 2168 616 242 374 1552 1503
internal_count=3751 3687 3639 3570 1402 1332 1227 105 2168 616 242 374 1552 1503
is_linear=0
shrinkage=0.0995203


Tree=6224
num_leaves=42
num_cat=0
split_feature=3 3 26 21 21 18 5 21 0 8 18 26 1 3 17 5 3 0 18 17 8 8 2 18 18 2 9 0 26 3 26 2 2 8 21 3 17 0 3 1 2
split_gain=0.00810279 0.0152505 0.0240995 0.00431739 0.0290349 0.00411925 0.0115425 0.00454689 0.0074604 0.00579719 0.00431314 0.00495292 0.00735398 0.00363503 0.00315855 0.0084955 0.00582155 0.00503899 0.00427224 0.00375717 0.00306208 0.0031919 0.00302872 0.00730292 0.0028037 0.00585863 0.00337322 0.0159107 0.011344 0.00242007 0.00218456 0.00480233 0.00459435 0.00424715 0.00330051 0.00540436 0.00829651 0.00590544 0.0054025 0.00998395 0.00819996
threshold=0.086015000000000022 0.085355000000000028 0.085570000000000021 0.091135000000000022 0.092595000000000025 -0.082304999999999989 -0.018754999999999997 0.086690000000000017 -0.100285 -0.078414999999999999 -0.085834999999999995 0.084645000000000012 -0.043804999999999997 0.097595000000000029 -0.00067499999999999993 -0.091729999999999992 0.08400500000000001 -0.086414999999999992 -0.019539999999999998 -0.016659999999999998 -0.08569499999999998 -0.012329999999999999 -0.086304999999999993 -0.019539999999999998 -0.070104999999999987 -0.077714999999999992 0.11296000000000002 -0.059114999999999994 0.12086000000000002 0.084235000000000018 -0.042444999999999997 -0.017704999999999995 -0.095204999999999998 0.0073150000000000012 0.10990500000000002 0.10871500000000002 -0.43873000000000001 -0.13955999999999999 0.10377500000000002 0.0099250000000000015 -0.058894999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -3 5 -5 6 -2 24 -9 -10 11 13 -13 -8 15 -1 20 18 -17 -20 -16 -22 29 -24 25 -7 28 -28 -26 -19 31 32 -6 -34 38 36 -36 -37 40 -40 -32
right_child=3 2 -4 4 30 7 10 8 9 -11 -12 12 -14 -15 16 17 -18 22 19 -21 21 -23 23 -25 26 -27 27 -29 -30 -31 34 -33 33 -35 35 37 -38 -39 39 -41 -42
leaf_value=-0.0012592599694974107 -0.0016231848257153294 0.0001093782581772102 0.0029412549043251815 -0.0024701362789896551 0.00063001478276746242 -0.0001494403400719015 0.00049242124725927311 -0.00041223079247863667 0.00033771726357460839 0.0017940575352897805 0.00075636252723345579 -0.00020082596825168916 -0.0016709904440515221 -0.00031554765627464477 0.00057483423967728277 -0.001007953373990698 0.0012211647730411179 0.00045813418878876735 -0.00061901586125984057 0.00058882450636404287 -0.00081213549079196378 0.00025057085221486555 0.0015563676685252836 5.9263557299564913e-05 -5.9873823297404054e-05 0.0012508544707130643 -0.0018637460234040666 0.00058179087134336129 0.0012919518403393417 -0.00053477645863079094 0.00021235947738382395 0.0010278323691747691 -0.0011891039822778083 0.00010191662392121782 -0.00027096725519148605 -0.0012525783878070407 0.0015773154953335382 1.6915528464982911e-05 -0.00013409393844217396 -0.002129772199364006 -0.0012670782707606019
leaf_weight=53 55 73 51 56 53 65 115 52 60 52 52 125 47 105 77 60 60 48 46 57 52 59 56 79 1132 53 50 55 65 49 151 48 48 51 48 47 47 154 56 46 49
leaf_count=53 55 73 51 56 53 65 115 52 60 52 52 125 47 105 77 60 60 48 46 57 52 59 56 79 1132 53 50 55 65 49 151 48 48 51 48 47 47 154 56 46 49
internal_value=0 0.000263445 0.0012807 -9.03353e-05 -0.000278827 -1.26633e-05 -0.000262338 6.54739e-05 0.000561696 0.00102118 -9.19213e-05 -0.000206537 -0.000607317 0.000103079 8.10323e-05 -7.51927e-05 0.000366546 8.16098e-05 -0.00033981 4.14528e-05 8.94408e-05 -0.000239899 0.000381222 0.000686349 7.58731e-06 0.000472568 -3.39251e-05 -0.000574954 1.28497e-05 -3.49998e-05 -0.000124025 0.000158331 -0.000110863 -0.000515764 -0.000219828 1.36574e-05 0.00063483 -0.000275859 -0.000451384 -0.00104213 -0.00014601
internal_weight=0 820 124 2937 854 2083 499 1584 164 112 444 392 172 220 696 448 248 395 163 103 188 111 232 135 1420 118 1302 105 1197 97 798 200 152 99 598 296 95 201 302 102 200
internal_count=3757 820 124 2937 854 2083 499 1584 164 112 444 392 172 220 696 448 248 395 163 103 188 111 232 135 1420 118 1302 105 1197 97 798 200 152 99 598 296 95 201 302 102 200
is_linear=0
shrinkage=0.0995203


Tree=6225
num_leaves=31
num_cat=0
split_feature=21 21 5 5 6 6 6 2 26 18 6 26 20 8 26 18 26 26 18 5 5 21 21 8 8 2 20 20 21 18
split_gain=0.00542929 0.0311584 0.00273911 0.0242598 0.00486335 0.0510413 0.00382359 0.00493863 0.00449502 0.00342183 0.00322311 0.0038554 0.0034293 0.00421011 0.00282678 0.00466066 0.00417926 0.00285344 0.00587335 0.00299689 0.00272141 0.00201213 0.00362869 0.0029851 0.00612711 0.00558897 0.00375252 0.00310586 0.00286772 0.00228281
threshold=0.091485000000000025 0.092595000000000025 -0.018754999999999997 -0.022939999999999999 0.088565000000000019 0.089985000000000023 0.091615000000000016 -0.069459999999999994 0.096980000000000025 -0.17307499999999998 -0.088444999999999982 0.083400000000000016 -0.0088249999999999978 -0.086489999999999997 0.11991000000000003 0.089365000000000014 0.11538500000000003 0.089795000000000028 -0.010395 -0.043449999999999996 -0.0087549999999999989 0.093835000000000016 0.095970000000000014 -0.070134999999999989 -0.08237499999999999 -0.065379999999999994 -0.004729999999999999 0.0074100000000000017 0.11816500000000002 0.10085500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 14 9 -6 -7 8 -8 -4 11 -11 13 -12 16 -16 17 18 -1 -19 -14 -3 -23 24 29 26 -25 -27 -26 -24
right_child=1 21 4 -5 5 6 7 -9 -10 10 12 -13 20 -15 15 -17 -18 19 -20 -21 -22 22 23 25 28 27 -28 -29 -30 -31
leaf_value=0.00084523854249690233 -0.002719207854987991 0.00053654106420215485 0.00083682226974851148 -0.0019507842259453958 0.0032358374569414448 0.00070191013139430563 -0.00010628303241547976 0.00058291673629440029 -0.0011421388438755617 5.8291910950117363e-05 -0.00043323176388695848 -0.0011568932646472629 0.00032094129396967146 0.00056539292131565035 0.00028389093950584689 -0.0010002160851238396 0.00084359315733525475 -3.7981485962590076e-05 4.2853129329100771e-05 -0.00076929815984007484 -0.00020386649543424452 -0.00091368181704084292 -0.00018038800378161781 0.00067519669276134924 -0.0013134392627729226 -0.00053021854991765064 -0.00032640096966498158 0.00030613159998765945 -0.00026400409160687977 0.00052968874347909237
leaf_weight=103 47 48 49 63 56 69 202 77 53 50 52 51 125 199 49 63 69 243 760 73 440 54 169 172 66 139 46 63 46 61
leaf_count=103 47 48 49 63 56 69 202 77 53 50 52 51 125 199 49 63 69 243 760 73 440 54 169 172 66 139 46 63 46 61
internal_value=0 -0.000223189 5.59043e-05 -4.12763e-05 0.00015366 0.000421271 2.61726e-05 -0.000111801 -0.000324789 2.621e-05 -1.62125e-05 -0.000547211 4.85085e-05 0.000355245 4.6577e-05 -0.00043111 9.01023e-05 4.53105e-05 0.000139567 -0.000209516 -8.63097e-05 -8.64629e-05 -0.000124113 -6.70855e-05 -0.000286036 0.000109254 0.000460095 -0.000265324 -0.000889731 4.37753e-06
internal_weight=0 911 2846 1423 1423 457 401 332 255 966 917 101 816 251 1360 112 1248 1179 863 316 565 864 816 762 342 420 218 202 112 230
internal_count=3757 911 2846 1423 1423 457 401 332 255 966 917 101 816 251 1360 112 1248 1179 863 316 565 864 816 762 342 420 218 202 112 230
is_linear=0
shrinkage=0.0995203


Tree=6226
num_leaves=30
num_cat=0
split_feature=3 6 6 3 3 3 2 17 17 0 17 0 2 20 17 20 5 20 20 3 8 26 0 26 36 6 6 17 6
split_gain=0.00629935 0.020331 0.0390666 0.00369827 0.0257026 0.00389791 0.00388438 0.0102283 0.00718641 0.0143423 0.00678143 0.00583643 0.00360933 0.00290462 0.00568674 0.00629785 0.00537368 0.0045671 0.00419139 0.00329715 0.00543476 0.00286748 0.0111443 0.00452691 0.00274685 0.00249416 0.0037985 0.00227013 0.00193284
threshold=0.086015000000000022 0.088055000000000022 0.089725000000000013 0.093245000000000022 0.092735000000000026 0.094285000000000022 -0.070354999999999987 0.27052500000000007 0.048755000000000014 -0.085684999999999997 0.0036400000000000009 -0.084154999999999994 -0.078129999999999991 -0.075334999999999999 -0.47196999999999995 -0.077649999999999983 0.40898000000000007 -0.097769999999999996 -0.071559999999999999 0.09940000000000003 -0.07743499999999999 0.087575000000000028 -0.087184999999999999 0.086580000000000032 0.088355000000000031 0.086100000000000024 0.08463500000000003 -0.030214999999999999 0.11596500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 -3 4 6 12 7 8 10 -10 -2 27 -5 14 16 17 -7 -16 -15 20 -20 23 -23 24 25 26 -1 -8 -21
right_child=3 2 -4 5 -6 13 11 -9 9 -11 -12 -13 -14 18 15 -17 -18 -19 19 28 -22 22 -24 -25 -26 -27 -28 -29 -30
leaf_value=-3.4388728311686747e-05 -0.000108925660907422 0.0033554948171260683 -0.0001719131111504944 0.0012157649639163838 -0.0022390743214118179 0.0001346725037293484 0.00032792019146451779 -0.0014417656728034577 -0.00067190433857172835 0.0014896041047216988 -0.0010563820761842467 0.0012257054808167847 0 -0.00091549839581834072 0.00021381814404910848 0.001072581630037247 0.0015990918148704814 -0.00055918218932936574 0.00020979966825197024 -1.8458256178831375e-05 -0.0007617320865361103 0.00068331225784083131 -0.0011610985497916464 0.0010357942068822555 0.0005772730689024327 0.00049197856629972186 -0.0009555931644480753 -0.0005958183254176927 0.00048812131508137093
leaf_weight=316 718 56 69 50 59 53 61 60 51 74 84 51 47 60 152 47 49 149 91 805 148 55 78 49 78 67 52 46 82
leaf_count=316 718 56 69 50 59 53 61 60 51 74 84 51 47 60 152 47 49 149 91 805 148 55 78 49 78 67 52 46 82
internal_value=0 0.00023323 0.00140182 -7.87031e-05 -0.000212727 1.39376e-05 -0.000107598 -0.000181484 -9.90289e-05 0.00060116 -0.000209181 0.000348775 0.000627189 -2.19222e-05 0.00019272 0 0.000846194 -0.00016611 -0.000104054 -6.00878e-05 -0.000388393 2.18743e-05 -0.000392217 0.000121328 3.23851e-05 -6.34371e-05 -0.000166784 -6.15504e-05 2.74503e-05
internal_weight=0 820 125 2937 1204 1733 1145 987 927 125 802 158 97 1636 450 348 102 301 1186 1126 239 695 133 562 513 435 368 107 887
internal_count=3757 820 125 2937 1204 1733 1145 987 927 125 802 158 97 1636 450 348 102 301 1186 1126 239 695 133 562 513 435 368 107 887
is_linear=0
shrinkage=0.0995203


Tree=6227
num_leaves=33
num_cat=0
split_feature=1 1 18 5 26 26 1 5 20 9 9 9 1 1 6 26 1 9 9 0 26 0 6 9 9 5 29 27 26 9 9 9
split_gain=0.0046753 0.00603187 0.0236222 0.00734285 0.00529351 0.0211312 0.00720319 0.031917 0.00416827 0.00399682 0.0264206 0.00537552 0.00616235 0.00340661 0.0124495 0.0145484 0.00277361 0.00392609 0.00266715 0.00244216 0.00667461 0.00532783 0.00194914 0.00267708 0.00520929 0.00486815 0.00183342 0.00344848 0.00197274 0.00368789 0.00178524 0.00175462
threshold=-0.080954999999999985 -0.084204999999999988 -0.01205 -0.080119999999999983 0.085155000000000022 0.085855000000000029 0.058455000000000014 -0.13803499999999999 -0.00059999999999999995 0.08488500000000003 0.084535000000000013 0.087215000000000015 -0.089819999999999997 -0.071399999999999991 0.098855000000000012 0.11746500000000003 -0.08616 0.083760000000000015 1.0000000180025095e-35 -0.080074999999999993 0.090930000000000025 -0.08317999999999999 0.092980000000000021 0.095415000000000014 0.098720000000000016 0.0076350000000000012 0.093650000000000025 -1.0000000180025095e-35 -0.23202999999999999 0.11582000000000002 0.10341500000000002 0.091405000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 -6 13 8 -8 10 16 12 -11 14 15 -7 17 18 -1 21 -21 -15 23 25 -25 -13 27 -2 -29 30 -30 -24
right_child=4 2 3 -5 5 6 7 -9 -10 11 -12 22 -14 19 -16 -17 -18 -19 -20 20 -22 -23 31 24 -26 -27 -28 28 29 -31 -32 -33
leaf_value=0.00013172060291596904 -0.00081630374883585009 0.002454522568184916 0.00062010481308976556 -0.00080862550030568381 -0.0023010399033294667 -0.00038403725741348088 0.00059679844546120997 -0.002297972952545167 -0.00036155872345002325 -0.00013618842993318799 0.0024705315972232793 0.00016066304665943059 -0.0015684246206177975 0.00013633906179808233 -0.0016881411280723251 0.0015674818691556352 -0.00066259789136196548 0.00088417343614045202 -0.00052871695002737115 0.0012525719952966767 8.0683633192381096e-05 -0.0007704839586819347 0.00085916252708265097 0.0010527158099456852 -0.00042956910140154816 -0.00096026137679404097 0.00057562516982518047 -0.00047449512202085627 8.2145727911904913e-05 0.00089552031953694033 -0.00048399687184857494 3.2008811448773493e-05
leaf_weight=258 46 53 82 63 47 194 89 78 90 77 48 80 50 259 53 47 53 55 79 59 272 85 47 47 46 72 64 64 1028 54 58 60
leaf_count=258 46 53 82 63 47 194 89 78 90 77 48 80 50 259 53 47 53 55 79 59 272 85 47 47 46 72 64 64 1028 54 58 60
internal_value=0 0.000155514 0.00065654 0 -8.41888e-05 -0.000228948 -0.000148844 -0.000617382 0.00011037 5.26109e-05 0.000252156 -0.000151057 -0.000706507 -2.37331e-05 -0.000307153 -5.35165e-08 1.10303e-05 0.000104196 -2.0671e-05 9.84993e-05 0.000292043 -8.53509e-05 4.70213e-05 -0.000105101 0.00031074 -0.000364916 5.54306e-05 2.81417e-05 6.10845e-05 9.18703e-05 5.11559e-05 0.000402989
internal_weight=0 1170 198 145 2587 1273 1226 257 179 972 493 479 127 969 294 241 445 392 337 675 331 344 352 245 93 152 1314 1250 1204 1140 1086 107
internal_count=3757 1170 198 145 2587 1273 1226 257 179 972 493 479 127 969 294 241 445 392 337 675 331 344 352 245 93 152 1314 1250 1204 1140 1086 107
is_linear=0
shrinkage=0.0995203


Tree=6228
num_leaves=22
num_cat=0
split_feature=1 26 6 8 0 17 26 9 26 8 26 26 29 1 1 3 1 1 1 6 9
split_gain=0.00305606 0.0105956 0.00363443 0.0037678 0.0097169 0.00755048 0.0070975 0.007087 0.00403693 0.00366791 0.00343355 0.00880584 0.00324032 0.00321219 0.0029102 0.00335903 0.00261503 0.00767726 0.00212027 0.00458581 0.00273785
threshold=-0.080085000000000003 -0.10954 0.08734500000000002 -0.085165000000000005 -0.083885000000000001 -0.012064999999999999 0.089880000000000029 0.08488500000000003 0.11215000000000001 -0.082244999999999999 0.091485000000000025 0.088475000000000012 0.12330000000000002 -0.078509999999999983 -0.08616 0.08511500000000001 -0.077634999999999996 -0.076329999999999995 0.18123500000000006 -0.034094999999999993 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
left_child=1 -1 10 5 -5 6 -4 -7 9 -6 11 14 13 -2 15 -3 -15 -18 20 -20 -19
right_child=12 2 3 4 8 7 -8 -9 -10 -11 -12 -13 -14 16 -16 -17 17 18 19 -21 -22
leaf_value=-0.0015363878784326475 0.00065757069442132655 0.00054401840690602218 -0.0013901497030769077 -0.0017228006776541921 0.00039529100100018272 0.0016206772736607686 0.00031986944392052417 -0.00011090829345124552 0.0005685627004883044 -0.00057872246341346498 -0.00051119286025083622 0.0013561517551392908 0.00088005465246509358 -0.00069527188196500062 -0.00051694392130347759 -5.3953984533432749e-05 0.0013119884891296416 0.00016986148570119497 -6.3322022102836828e-05 -0.0010537441609537381 -7.6765828491546134e-05
leaf_weight=51 82 142 47 51 46 46 48 46 51 206 80 57 47 49 76 264 46 1033 447 52 779
leaf_count=51 82 142 47 51 46 46 48 46 51 206 80 57 47 49 76 264 46 1033 447 52 779
internal_value=0 -0.000131696 -6.92321e-05 -0.000258068 -0.000449381 9.9719e-05 -0.000517523 0.000745987 -0.000232341 -0.000397678 9.44863e-05 0.000185902 6.04791e-05 4.46678e-05 4.58128e-05 0.000153173 2.34389e-05 3.87276e-05 1.30293e-05 -0.000168173 6.33817e-05
internal_weight=0 1211 1160 541 354 187 95 92 303 252 619 539 2535 2488 482 406 2406 2357 2311 499 1812
internal_count=3746 1211 1160 541 354 187 95 92 303 252 619 539 2535 2488 482 406 2406 2357 2311 499 1812
is_linear=0
shrinkage=0.0995203


Tree=6229
num_leaves=33
num_cat=0
split_feature=18 27 18 21 20 21 2 9 1 2 1 5 9 29 17 0 17 21 2 2 2 9 0 18 17 17 4 8 8 5 7 9
split_gain=0.00289294 0.011314 0.00463539 0.00353877 0.00315311 0.00734246 0.00423137 0.010614 0.0139527 0.00504981 0.00711374 0.00243247 0.00357781 0.0132183 0.00233772 0.003452 0.00541429 0.00323479 0.00205483 0.0059329 0.00432409 0.0121195 0.00908372 0.00501469 0.00227435 0.00224844 0.00218956 0.00217217 0.00726582 0.00171242 0.00285859 0.00266904
threshold=-0.0079049999999999988 0.078065000000000023 -0.090899999999999995 -0.0086749999999999987 -0.085594999999999991 -0.015724999999999999 -0.085599999999999996 0.083795000000000022 -0.08616 -0.084869999999999987 -0.083284999999999984 -0.338115 0.11408000000000003 0.055635000000000011 -0.54752499999999993 -0.067059999999999995 -0.42946499999999999 0.11853500000000002 -0.080914999999999987 -0.080484999999999987 -0.089054999999999995 0.092465000000000033 -0.081909999999999997 0.027500000000000007 0.4839500000000001 -0.013125 0.081235000000000016 -0.409445 -0.11187999999999999 -0.43873000000000001 0.056805000000000015 0.088995000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -4 7 -6 -9 -8 -11 12 13 29 -5 17 -17 -16 20 -20 23 22 25 -13 27 -22 -25 -21 -29 30 31 -2
right_child=11 -3 4 14 6 -7 9 8 -10 10 -12 18 -14 -15 15 16 -18 -19 19 24 21 -23 -24 26 -26 -27 -28 28 -30 -31 -32 -33
leaf_value=0.00075039877863897664 -1.7899789853943222e-05 -0.0013952753857736093 -0.00037633299674987686 -0.00046085792929692897 0.00057969677853281221 0.0012313617355766359 0.00086560015851860276 -0.00017810052035838983 -0.0018312964424485321 -0.00080416619344664958 1.3976184795160653e-05 0.00099778201610999941 -0.00087932369431595304 0.0015863561586141437 -0.0001808988700006358 0.0012915075348450991 9.3992670737992577e-05 0.00064756693735072658 0.0011684284993849841 -0.00027389214843303781 0.00014327587896607923 -0.0016707022960133647 0.0011733606475202898 0.00030269234768055299 -0.0004494941679712376 -0.00047151386884977604 -0.00055502803844593692 0.0013433630847021272 0.00017066640293155806 -0.00058722128336366421 0.00058950992776567819 -0.00069126529364676992
leaf_weight=87 211 64 65 72 60 49 49 115 92 139 426 76 53 46 277 58 110 56 63 82 92 49 55 76 55 156 48 57 688 86 52 82
leaf_count=87 211 64 65 72 60 49 49 115 92 139 426 76 53 46 277 58 110 56 63 82 92 49 55 76 55 156 48 57 688 86 52 82
internal_value=0 -9.64926e-05 -4.57731e-05 0.000158065 -0.000181805 0.000307513 -0.000246051 -0.00057745 -0.000916809 -0.000100608 -0.000185852 7.90097e-05 -0.000103316 -1.53767e-05 6.6701e-05 0.000144152 0.000512293 -3.91189e-05 0.000144107 0.000233249 -7.01523e-06 -0.000218425 1.37297e-05 0.000360974 0.000165522 -0.000240146 -2.27267e-05 0.000207414 0.000261488 -0.000188227 -8.63945e-05 -0.000209144
internal_weight=0 1719 1655 660 995 114 881 267 207 614 565 2027 530 477 573 501 168 333 1497 945 552 352 303 200 882 248 124 827 745 431 345 293
internal_count=3746 1719 1655 660 995 114 881 267 207 614 565 2027 530 477 573 501 168 333 1497 945 552 352 303 200 882 248 124 827 745 431 345 293
is_linear=0
shrinkage=0.0995203


Tree=6230
num_leaves=30
num_cat=0
split_feature=18 18 20 20 20 26 26 20 17 26 0 26 17 0 26 26 26 6 0 6 20 20 18 8 18 3 0 3 5
split_gain=0.00236325 0.00467311 0.00416457 0.0059498 0.00442251 0.0073495 0.00690865 0.0042747 0.00518562 0.0041316 0.00567669 0.00469592 0.00352454 0.00329193 0.00312001 0.00538512 0.00433526 0.00456039 0.00319777 0.00297064 0.00194633 0.00357763 0.00267989 0.00799734 0.00452892 0.00267638 0.00172863 0.000847166 0.000581629
threshold=0.089505000000000015 0.090725000000000014 -0.0078249999999999986 -0.011044999999999999 0.0057800000000000013 -0.100565 0.11326500000000002 0.10252000000000001 -0.079754999999999993 0.097315000000000026 -0.076914999999999997 0.094305000000000014 -1.0000000180025095e-35 -0.22163999999999998 -0.0083299999999999989 -0.054024999999999997 0.078560000000000019 -0.036009999999999993 -0.065229999999999996 -0.049005 -0.090514999999999998 -0.080324999999999994 0.095920000000000019 -0.082419999999999993 0.10085500000000001 0.086605000000000029 -0.094139999999999988 0.10174000000000002 -0.40939500000000001
decision_type=2 2 2 2 2 2 2 2 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 5 -4 9 8 -6 11 -11 -7 -8 -1 15 18 17 -16 -15 -18 27 -22 23 -23 -24 -26 28 -3 -9
right_child=1 20 4 -5 7 6 12 26 -10 10 -12 -13 -14 14 16 -17 19 -19 -20 -21 21 22 24 -25 25 -27 -28 -29 -30
leaf_value=-0.00062525410069791442 0.0010835051293390182 -1.6728894765906309e-05 -0.0011349658227021828 0.0009914127867940198 7.0284557002195676e-05 -9.2255274634009182e-05 -0.0015881161699110385 -7.5872630309080301e-05 0.0015105101842366742 -0.00029736696236564786 0.0011440585992690165 -0.00087853514560190765 -0.00036102595791889065 -0.0001800649758590375 0.0014939322905814514 -0.0011494231299430206 0.0002799201383786278 0.00015493785601496316 0.00070455978378670524 -0.00014853626416333487 0.0009869509018783616 0.0013051053849319032 -0.00082636632961636614 -0.00038971308689974275 -0.00060170142231389799 0.00018359576683091186 0.00034320468316557647 -0.00063316037985578497 -0.00059231131078872699
leaf_weight=68 50 47 80 70 55 1137 47 46 47 48 60 81 50 196 49 48 381 55 51 274 47 60 60 50 48 389 56 47 49
leaf_count=68 50 47 80 70 55 1137 47 46 47 48 60 81 50 196 49 48 381 55 51 274 47 60 60 50 48 389 56 47 49
internal_value=0 0.000150571 -4.24774e-05 0.000100691 -0.000140129 -0.000205223 -0.000152378 0.000243343 0.000741944 -9.23864e-05 0.000495845 -0.000145217 -0.000964035 4.43908e-05 8.83705e-05 -0.000184856 0.000195644 0.000793682 0 9.94382e-05 8.71147e-05 0.000148844 8.26005e-05 0.000527291 -1.4175e-05 9.54655e-05 -8.80394e-05 -0.000333654 -0.000350864
internal_weight=0 798 2948 1192 1756 1503 1423 253 102 1326 108 1218 97 1122 1054 295 759 104 247 655 748 654 607 110 497 437 151 94 95
internal_count=3746 798 2948 1192 1756 1503 1423 253 102 1326 108 1218 97 1122 1054 295 759 104 247 655 748 654 607 110 497 437 151 94 95
is_linear=0
shrinkage=0.0995203


Tree=6231
num_leaves=30
num_cat=0
split_feature=18 27 18 20 3 3 8 9 1 18 3 4 8 21 8 9 9 9 9 9 9 1 6 20 9 9 24 23 7
split_gain=0.00212127 0.00892789 0.00371533 0.0033162 0.00312263 0.00507355 0.00436779 0.00286272 0.00820075 0.00463196 0.00375033 0.00735452 0.00276586 0.0022437 0.00205615 0.00199717 0.00291894 0.0048963 0.00663288 0.00466442 0.00381739 0.00664686 0.00308259 0.0033778 0.00187335 0.00255214 0.00175229 0.00267706 0.00403558
threshold=-0.0079049999999999988 0.078065000000000023 -0.085709999999999995 -0.083404999999999993 0.11089500000000001 0.09940000000000003 -0.081534999999999982 0.083955000000000016 -0.0092949999999999994 -0.088385000000000005 0.08511500000000001 0.085990000000000025 -0.084184999999999996 -0.0092899999999999996 -0.00076499999999999995 0.087495000000000031 0.089255000000000015 0.091750000000000012 0.09091500000000001 0.09253500000000002 0.093335000000000015 -0.076329999999999995 0.088915000000000022 -0.071559999999999999 0.086965000000000028 0.086315000000000017 0.098635000000000014 -0.06266999999999999 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 2
left_child=1 2 7 12 5 6 -5 8 10 13 -1 -12 -4 -9 -15 24 22 18 -18 -19 -21 -22 23 -17 25 26 27 -2 -29
right_child=15 -3 3 4 -6 -7 -8 9 -10 -11 11 -13 -14 14 -16 16 17 19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30
leaf_value=0.00074001878114715353 -0.00073335618055792408 -0.0012363668421006221 -0.00023733616074025251 -7.3237428457832395e-05 -0.00092892554268917522 0.00075304282595582694 -0.00064494689532068464 0.00072111166144300798 0.0015165201211903079 -0.00069192634811646723 -0.0011117454140461835 0.00038561912282070919 0.00075372254689767392 0.00015970316441069675 -0.00030488186051388406 0.00080474233461819611 7.1327604035340399e-05 0.0011388117606589679 -0.0013649697717406761 -0.00066933171649672155 0.00085310480947039245 1.7834069406980504e-05 0.0010427026712481902 -0.00033901464656223935 -0.0006140471367399998 0.00069738794715292548 -0.00063117673242161544 -2.4041937916144977e-05 0.00076842243710131103
leaf_weight=62 47 64 49 357 66 50 214 52 51 85 53 83 62 341 130 47 85 49 50 54 122 426 72 55 51 50 46 804 69
leaf_count=62 47 64 49 357 66 50 214 52 51 85 53 83 62 341 130 47 85 49 50 54 122 426 72 55 51 50 46 804 69
internal_value=0 -8.26246e-05 -3.75139e-05 -0.000192404 -0.000274585 -0.000203723 -0.000288937 0.000105758 0.000390065 -9.33088e-06 9.5783e-05 -0.000191894 0.000308853 0.000100042 2.97357e-05 6.76579e-05 0.000171914 8.90165e-05 -0.000454571 0.000202999 0.000125469 0.000205282 0.000541677 0.000179985 -2.53759e-05 3.36782e-06 -3.17071e-05 -8.43815e-07 3.7655e-05
internal_weight=0 1719 1655 798 687 621 571 857 249 608 198 136 111 523 471 2027 960 786 135 651 602 548 174 102 1067 1016 966 920 873
internal_count=3746 1719 1655 798 687 621 571 857 249 608 198 136 111 523 471 2027 960 786 135 651 602 548 174 102 1067 1016 966 920 873
is_linear=0
shrinkage=0.0995203


Tree=6232
num_leaves=25
num_cat=0
split_feature=1 27 2 18 2 1 1 9 18 6 5 3 18 0 6 9 20 27 20 4 0 3 0 3
split_gain=0.00483426 0.0130625 0.00246464 0.00627961 0.00292514 0.00591127 0.00777323 0.00242716 0.00265032 0.00791364 0.00356165 0.00473101 0.00304055 0.0044377 0.00296803 0.00259469 0.00240664 0.00438148 0.00372929 0.00245236 0.00223137 0.00352579 0.00237022 0.00113816
threshold=-0.14482999999999999 0.085370000000000015 0.10003000000000002 -0.018864999999999996 -0.241895 -0.50763499999999995 -0.44477499999999998 0.092605000000000021 0.15891500000000006 0.12638500000000005 0.070325000000000013 0.11868500000000003 -0.070914999999999992 -0.072274999999999992 -0.067359999999999989 0.092225000000000015 0.0057800000000000013 -0.01137 0.10252000000000001 0.10423500000000002 -0.073219999999999993 0.11252000000000002 -0.077624999999999986 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
left_child=1 2 4 -4 -1 -6 -7 15 9 10 12 14 -9 -14 -12 16 17 -2 -18 -20 22 -22 -19 -8
right_child=7 -3 3 -5 5 6 23 8 -10 -11 11 -13 13 -15 -16 -17 18 20 19 -21 21 -23 -24 -25
leaf_value=0.00066862905206554254 -0.00089042141805828728 0.0018852304959966529 0.0012949043169376399 -0.00013810623873663694 0.00053266457176132716 -0.0016082194070403668 -0.00042543486062788106 -0.0005937312065811682 -0.00053265498671157857 0.0012789611186498279 0.00020195808261832849 -0.00011977831799549764 0.00026231780773902413 -0.00034869707347614219 0.0012365764228229818 -0.00080972254407240185 0.0007766899729418458 -7.0464519158397256e-05 -0.00052083417080481709 0.00037303984752303773 0.00066741278667391626 -0.0001551174022296689 -0.00064707731109431418 0.00021950164627427418
leaf_weight=51 65 48 56 64 79 46 48 84 57 59 47 85 342 179 74 46 85 1793 62 59 102 102 74 61
leaf_count=51 65 48 56 64 79 46 48 84 57 59 47 85 342 179 74 46 85 1793 62 59 102 102 74 61
internal_value=0 0.000331472 0.000145301 0.00052381 -1.11985e-05 -0.000162864 -0.000522641 -1.49806e-05 0.00012138 0.000165171 8.31337e-05 0.000440862 -3.73182e-05 5.08201e-05 0.000841466 -6.82572e-05 -5.33442e-05 -8.49659e-05 0.000270565 -7.82128e-05 -5.92907e-05 0.000252135 -9.37575e-05 -5.69968e-05
internal_weight=0 453 405 120 285 234 155 3315 927 870 811 206 605 521 121 2388 2342 2136 206 121 2071 204 1867 109
internal_count=3768 453 405 120 285 234 155 3315 927 870 811 206 605 521 121 2388 2342 2136 206 121 2071 204 1867 109
is_linear=0
shrinkage=0.0995203


Tree=6233
num_leaves=22
num_cat=0
split_feature=2 26 10 4 26 26 27 26 18 3 3 3 3 26 18 23 18 2 18 10 4
split_gain=0.00357295 0.00896537 0.00292632 0.00365669 0.00260472 0.00471487 0.00254137 0.00236649 0.00561064 0.00345664 0.0050919 0.00624893 0.00397144 0.00230641 0.00807158 0.00199699 0.00219845 0.0029977 0.00281335 0.0015205 0.000273642
threshold=-0.13088999999999998 -0.126245 0.090150000000000022 0.10300500000000003 0.089485000000000023 0.089795000000000028 -0.01137 0.091025000000000023 -0.0032949999999999998 0.085545000000000024 0.091865000000000016 0.090595000000000023 0.094285000000000022 0.088775000000000021 -0.037059999999999989 -0.022119999999999997 -0.096219999999999986 0.097285000000000024 -0.019539999999999998 0.07635500000000002 0.083685000000000023
decision_type=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 19 6 -6 -2 8 -7 -9 11 -11 -12 15 -15 -8 17 -17 -18 -3 -21
right_child=4 2 -4 -5 5 7 13 9 -10 10 12 -13 -14 14 -16 16 18 -19 -20 20 -22
leaf_value=0.0013736846675424502 -0.00062525742953377904 0.00036636773585187074 -0.00062365957911627993 0.00078730762107667078 0.0010692911558139327 0.00017240047338960227 0.0005247322140361629 0.00096887260966913068 -0.0011205000708961895 1.039869382400964e-05 0.00074736800516548403 -0.001105052616858684 0.0001108753885966701 0.0004519852269451136 -0.0013177669209857592 0.00038662857113173633 -0.00029774615334908695 -0.0004435037543841162 -8.6159571937773749e-06 -0.00047345668899928815 -0.00010698583121013687
leaf_weight=66 79 53 48 77 49 87 63 46 53 167 117 70 602 46 56 216 455 53 1270 47 48
leaf_count=66 79 53 48 77 49 87 63 46 53 167 117 70 602 46 56 216 455 53 1270 47 48
internal_value=0 0.000332039 7.72142e-05 0.000230372 -6.45902e-06 0.000112178 -6.99599e-05 7.03937e-05 -0.000311208 0.000124528 8.30445e-05 -0.000315606 0.000215588 -4.92618e-05 -0.000511618 -2.59371e-05 -4.37459e-05 0.000220028 -8.53539e-05 -5.38534e-05 -0.00029691
internal_weight=0 339 273 225 3429 1191 2238 1142 140 1002 956 237 719 2159 102 2057 1994 269 1725 148 95
internal_count=3768 339 273 225 3429 1191 2238 1142 140 1002 956 237 719 2159 102 2057 1994 269 1725 148 95
is_linear=0
shrinkage=0.0995203


Tree=6234
num_leaves=23
num_cat=0
split_feature=0 26 3 0 8 0 0 26 26 26 1 26 17 26 17 17 1 2 21 3 1 4
split_gain=0.0039313 0.00627654 0.0206152 0.00503735 0.00835872 0.00290199 0.00270771 0.00233323 0.00369348 0.00901638 0.0059501 0.00397432 0.0022688 0.00744534 0.00695913 0.00290065 0.00473097 0.00352449 0.00203718 0.00201007 0.00243791 0.0016317
threshold=-0.075179999999999983 -0.10954 0.11339500000000001 -0.072274999999999992 -0.067434999999999981 -0.076439999999999994 -0.077174999999999994 0.15222000000000005 0.096275000000000013 0.099260000000000029 -0.083284999999999984 0.093535000000000021 -1.0000000180025095e-35 0.11746500000000003 -0.031185000000000001 0.021725000000000005 -0.072005 -0.017704999999999995 -0.015149999999999999 0.089985000000000023 -0.50597999999999999 0.089860000000000023
decision_type=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 7 8 11 -10 -11 18 14 15 19 17 -17 -14 -1 21 -21 -5
right_child=1 3 -4 12 -6 -7 -8 -9 9 10 -12 -13 13 -15 -16 16 -18 -19 -20 20 -22 -23
leaf_value=-0.00026081703127077654 0.0024087732435474248 0.0012989677425392862 -0.00034303204965650997 -0.00078958792463650648 -0.00035803390729404274 -0.00073644868633715855 0.00070986596326178106 0.00048362799211434904 -0.0016429166160640855 -0.0010266569338676982 0.00027610832637870738 0.00065617166853644516 -0.00078444692928346241 -0.0012061936546274798 0.0012948037972762413 -0.00014464993942494607 0.0010439166669018686 0.00026190568224950927 -4.2248135567175439e-06 0.00075652025420619375 3.5081138173945306e-05 3.2539977643503587e-06
leaf_weight=373 49 81 59 48 47 59 48 80 49 49 118 82 70 59 47 77 57 57 1757 53 398 51
leaf_count=373 49 81 59 48 47 59 48 80 49 49 118 82 70 59 47 77 57 57 1757 53 398 51
internal_value=0 0.00017467 0.000897893 9.91426e-05 0.000684142 -4.5819e-05 -2.9557e-05 -4.4035e-05 -6.17581e-05 -0.000454761 -0.000101238 -2.30116e-05 1.65923e-05 -0.000196197 0.000132021 2.89806e-05 0.000354825 -0.000308378 -4.95429e-05 3.11677e-05 0.000121677 -0.000372885
internal_weight=0 1153 108 1045 128 2615 2556 2508 2428 216 167 2212 917 320 597 261 134 127 2130 550 451 99
internal_count=3768 1153 108 1045 128 2615 2556 2508 2428 216 167 2212 917 320 597 261 134 127 2130 550 451 99
is_linear=0
shrinkage=0.0995203


Tree=6235
num_leaves=22
num_cat=0
split_feature=0 3 4 0 8 3 29 17 0 17 0 0 0 0 26 26 6 17 3 6 17
split_gain=0.00319034 0.0054094 0.0144661 0.00413408 0.00894634 0.00393619 0.00379577 0.00323525 0.00596905 0.00595964 0.00418299 0.00382103 0.00235268 0.00219602 0.00189285 0.00299399 0.00736726 0.00351441 0.00751797 0.00305422 0.00195827
threshold=-0.075179999999999983 0.08511500000000001 0.10198500000000002 -0.072274999999999992 -0.067434999999999981 0.089985000000000023 -0.079144999999999993 -0.0030799999999999998 -0.066264999999999991 -0.040589999999999994 -0.057604999999999996 -0.067839999999999998 -0.076439999999999994 -0.077174999999999994 0.15222000000000005 0.096275000000000013 0.093835000000000016 0.51292000000000015 0.093835000000000016 0.089090000000000016 0.12576000000000004
decision_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 2 -2 4 -3 -5 -4 9 -9 11 -10 -7 13 14 15 17 19 20 -19 -17 -1
right_child=1 3 6 5 -6 7 -8 8 10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22
leaf_value=-1.1882976820692634e-05 0.0020591991104927884 0.001324696029109114 -0.000561403815184729 -0.00087323033749592022 -0.00039828448424689578 -0.00054210867353274381 0.00060755214433501608 -0.0009816708285879537 0.00079333844479102843 0.0011240951732635915 -0.00022118733047227384 0.00019924875097917171 -0.00066315714009464795 0.00063921997790949677 0.00043549727337616168 -0.00037614422759057835 -0.0015128693511375745 -0.00028678548966778203 0.0014370457499209676 0.00054826699736515341 -0.00030413146711046551
leaf_weight=1853 52 72 53 49 50 83 57 76 55 60 149 397 59 48 80 119 47 50 49 50 260
leaf_count=1853 52 72 53 49 50 83 57 76 55 60 149 397 59 48 80 119 47 50 49 50 260
internal_value=0 0.000157358 0.000691077 6.92841e-05 0.000611847 -5.94493e-06 3.68859e-05 4.48824e-05 -0.000228322 0.00018806 4.8324e-05 6.93502e-05 -4.12591e-05 -2.65836e-05 -3.96527e-05 -5.56455e-05 -0.000409503 -2.07215e-05 0.000558155 -9.78058e-05 -4.82309e-05
internal_weight=0 1153 162 991 122 869 110 820 280 540 204 480 2615 2556 2508 2428 216 2212 99 169 2113
internal_count=3768 1153 162 991 122 869 110 820 280 540 204 480 2615 2556 2508 2428 216 2212 99 169 2113
is_linear=0
shrinkage=0.0995203


Tree=6236
num_leaves=25
num_cat=0
split_feature=20 20 17 20 3 0 21 20 21 21 17 5 5 5 0 3 3 17 5 5 17 5 17 5
split_gain=0.00207834 0.00443767 0.0124908 0.00444393 0.00454472 0.00424738 0.00315268 0.00266473 0.00191333 0.00760472 0.00351455 0.00180656 0.00352496 0.00290442 0.00301428 0.00422838 0.00367701 0.00247204 0.00408822 0.00607465 0.00343717 0.00262696 0.00153582 0.00120546
threshold=-0.0078249999999999986 -0.014955 -0.010239999999999999 -0.053499999999999999 0.10325000000000002 -0.225295 0.13765500000000006 -0.0043699999999999998 0.10940500000000002 0.10068500000000002 -0.46159 0.054660000000000007 0.030400000000000007 0.066275000000000014 -0.08076499999999999 0.089485000000000023 0.10457000000000002 -0.095109999999999986 -0.0087549999999999989 -0.040404999999999996 -0.0046399999999999992 -0.0063549999999999995 -0.085229999999999986 -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 3 -3 5 -5 -1 8 -2 9 -7 -10 12 17 22 -15 -16 -17 21 19 -19 -20 23 -13 -9
right_child=7 2 -4 4 -6 6 -8 11 10 -11 -12 13 -14 14 15 16 -18 18 20 -21 -22 -23 -24 -25
leaf_value=0.00096748196342558168 -0.00074650832429631712 -0.00016360664813089355 0.0018925612299274829 -0.0011367179789315679 7.6111697635457219e-06 -5.0277615899941252e-06 0.00082099950201736452 0.00040077028423077439 0.00019535455063127594 0.00087957405817642043 -0.00068190731990817812 -0.0011009077662293477 0.00082327906126030076 0.00047969332434908698 -0.00084461856644488524 0.00043511927786501922 -0.00032318778841325163 -9.0611182343304332e-05 -0.00064647196072970523 0.00042633110535109439 0.00015323616576282326 0.00088557550832855535 -0.00028716022293012402 -0.00030236798896397424
leaf_weight=56 52 69 50 59 79 808 54 48 86 109 93 46 53 79 78 108 153 937 177 296 74 61 53 48
leaf_count=56 52 69 50 59 79 808 54 48 86 109 93 46 53 79 78 108 153 937 177 296 74 61 53 48
internal_value=0 0.000110321 0.000693451 5.8081e-05 -0.000475699 0.000119839 7.78507e-05 -4.17749e-05 4.04887e-05 9.92285e-05 -0.000255856 -2.48302e-05 2.44399e-05 -0.000187852 -7.08629e-05 -0.000201579 -6.26903e-06 -8.61684e-07 -4.1089e-05 3.28246e-05 -0.00040744 0.000374162 -0.000673534 4.06738e-05
internal_weight=0 1463 119 1344 138 1206 1150 2263 1096 917 179 2211 1694 517 418 339 261 1641 1484 1233 251 157 99 96
internal_count=3726 1463 119 1344 138 1206 1150 2263 1096 917 179 2211 1694 517 418 339 261 1641 1484 1233 251 157 99 96
is_linear=0
shrinkage=0.0995203


Tree=6237
num_leaves=25
num_cat=0
split_feature=20 20 26 20 20 3 5 5 5 5 9 26 9 18 18 2 4 0 8 2 2 2 2 5
split_gain=0.00168688 0.00358731 0.0113152 0.0035973 0.00395592 0.00369219 0.00300323 0.00221208 0.00249744 0.00439293 0.0031794 0.00953929 0.00366194 0.00851712 0.00655519 0.00278886 0.00838352 0.00501465 0.00793006 0.0045058 0.00221084 0.00573956 0.00345928 0.00220826
threshold=-0.0078249999999999986 -0.014955 0.083825000000000024 -0.053499999999999999 -0.063689999999999983 0.10325000000000002 -0.5087799999999999 -0.497305 -0.0087549999999999989 -0.0063549999999999995 0.11296000000000002 0.12236500000000003 0.093535000000000021 0.090795000000000028 -0.011569999999999999 0.094050000000000022 0.09777000000000001 -0.077945 -0.077074999999999991 -0.077054999999999998 -0.081344999999999987 -0.082294999999999993 -0.079555000000000001 -0.51412499999999994
decision_type=2 2 2 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 -5 -1 23 10 -10 11 12 14 -14 -9 17 -17 19 -19 -11 21 -8 -22 -2
right_child=7 2 -4 5 -6 -7 20 8 9 15 -12 -13 13 -15 -16 16 -18 18 -20 -21 22 -23 -24 -25
leaf_value=-0.00056995525766451703 -8.6839744650853701e-05 0.0018262352156743599 -0.00014983052623797447 -0.0010235915625729859 0.00097592214504478537 6.8537353714686436e-06 9.0665282766851113e-05 0.00062596089023296824 -0.00083362436404870247 0.00013089244249432983 -0.00049472125171355218 0.0014839133286576305 -0.0011573603650124997 0.0002292652496295583 -3.6662313798275073e-06 -0.0011691318864721387 0.00049628051896623802 -0.0011407172677467946 -6.9836499567867402e-06 0.0011741425136820689 0.00075800865393228084 -0.00089900273904045089 0.0001261924321681829 -0.00095952465630661909
leaf_weight=68 73 47 72 59 50 79 392 214 82 302 88 49 75 104 687 75 49 78 289 48 104 68 524 50
leaf_count=68 73 47 72 59 50 79 392 214 82 302 88 49 75 104 687 75 49 78 289 48 104 68 524 50
internal_value=0 9.93978e-05 0.000623754 5.23613e-05 0.00010798 -0.000427767 6.97313e-05 -3.76175e-05 -1.36334e-05 -0.000137411 7.95696e-05 0.000125058 6.2648e-05 -0.00034715 0.00014497 -6.85546e-05 -0.000504424 5.68412e-06 -0.000250171 0.000276306 0.000110464 -5.38539e-05 0.000232128 -0.000448245
internal_weight=0 1463 119 1344 1206 138 1156 2263 2140 923 1217 1129 1080 179 901 841 124 717 367 350 1088 460 628 123
internal_count=3726 1463 119 1344 1206 138 1156 2263 2140 923 1217 1129 1080 179 901 841 124 717 367 350 1088 460 628 123
is_linear=0
shrinkage=0.0995203


Tree=6238
num_leaves=11
num_cat=0
split_feature=18 0 20 18 18 1 7 10 10 1
split_gain=0.0013979 0.0052009 0.00471576 0.00345126 0.0050307 0.00200771 0.0013976 0.00292667 0.00763551 0.00297403
threshold=-0.227635 -0.050494999999999991 -0.077044999999999988 -0.14624999999999996 -0.12363 -0.090939999999999993 0.08833000000000002 0.090150000000000022 0.086275000000000018 -0.50597999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 7 8 9 -6
right_child=3 -3 -4 4 6 -7 -8 -9 -10 -11
leaf_value=0.00055610879913673111 -0.0010380374218801193 0.0010225674511065836 -0.00052369043419419183 0.0010164952225493883 -0.00053780150679361475 -0.00010064705617900894 0.00045773078552249747 -0.00068013647440157447 0.0012250594119505868 3.0961780179327335e-06
leaf_weight=72 49 63 90 49 104 46 65 63 50 3075
leaf_count=72 49 63 90 49 104 46 65 63 50 3075
internal_value=0 0.000254798 -3.87264e-05 -8.91295e-07 1.53768e-05 -0.000592761 5.20193e-07 -8.25869e-06 4.59659e-06 -1.43416e-05
internal_weight=0 225 162 3501 3406 95 3357 3292 3229 3179
internal_count=3726 225 162 3501 3406 95 3357 3292 3229 3179
is_linear=0
shrinkage=0.0995203


Tree=6239
num_leaves=29
num_cat=0
split_feature=8 8 2 2 26 2 8 2 18 4 18 5 18 18 2 2 5 26 6 2 2 2 8 1 8 4 18 26
split_gain=0.00122883 0.00291574 0.00205212 0.00529501 0.0029682 0.00763631 0.0104067 0.0052641 0.0044657 0.00313292 0.0024112 0.00367818 0.00399007 0.00611877 0.00386547 0.00283402 0.00489125 0.00636385 0.00340095 0.00175347 0.00286706 0.00317441 0.00458658 0.00235764 0.00228839 0.00221351 0.00118754 0.000699191
threshold=-0.089594999999999994 -0.088634999999999992 -0.080744999999999997 -0.080329999999999999 0.090020000000000031 -0.069459999999999994 -0.08237499999999999 -0.078784999999999994 0.11061000000000003 0.085720000000000018 -0.091109999999999983 0.0029100000000000007 -0.10303999999999999 -0.14624999999999996 -0.087944999999999995 -0.24151999999999998 0.11083500000000003 0.084815000000000015 0.098855000000000012 -0.084979999999999986 -0.080069999999999988 -0.07854499999999999 -0.092844999999999997 -0.080689999999999998 -0.10115999999999999 0.11541000000000003 -0.015069999999999998 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 2
left_child=19 -2 10 -4 5 6 -5 -6 -9 -7 11 14 13 -13 -3 -12 18 -18 -17 26 23 -22 24 -21 25 -23 -1 -28
right_child=1 2 3 4 7 9 -8 8 -10 -11 15 12 -14 -15 -16 16 17 -19 -20 20 21 22 -24 -25 -26 -27 27 -29
leaf_value=0.00055841978766354094 0.00076177513664520884 0.0012779677756567388 0.0010618072301705652 -7.0044091861995802e-05 -0.0010357039408826782 -0.0002772844572196174 0.0016255919302060565 -0.000155530406929718 0.00049208586258908411 0.00020175548971867227 -0.00088910610541553087 -0.00040759748853803961 -0.00084050303587612828 0.00084798236006206138 0.00014861284658716661 -0.00022856450906327209 0.0014199527683891688 -6.8659517461139619e-05 0.00055635687338190633 -0.00015630152730396736 0.00073681441872142247 -0.00037960014852631609 -0.00090845399597622189 -0.00091602114916732329 0.00063101862861978698 0.00015788438877992477 -0.00027193850432579098 0.0001915041768295246
leaf_weight=55 55 50 56 64 53 194 79 437 139 442 47 83 52 71 80 828 46 72 58 87 46 144 64 81 50 158 53 82
leaf_count=55 55 50 56 64 53 194 79 437 139 442 47 83 52 71 80 828 46 72 58 87 46 144 64 81 50 158 53 82
internal_value=0 4.34558e-05 2.93112e-05 0.000111684 7.33134e-05 0.00020347 0.000860981 -8.65806e-05 0 5.43461e-05 -5.70441e-05 0.000173981 -8.41263e-05 0.000165958 0.000589278 -0.000131681 -9.5408e-05 0.00050471 -0.000176257 -9.43744e-05 -0.000174935 -4.49699e-05 -0.000133385 -0.000527468 5.21097e-06 -9.5689e-05 0.000168441 3.49609e-06
internal_weight=0 2906 2851 1464 1408 779 143 629 576 636 1387 336 206 154 130 1051 1004 118 886 820 630 462 416 168 352 302 190 135
internal_count=3726 2906 2851 1464 1408 779 143 629 576 636 1387 336 206 154 130 1051 1004 118 886 820 630 462 416 168 352 302 190 135
is_linear=0
shrinkage=0.0995203


Tree=6240
num_leaves=21
num_cat=0
split_feature=1 1 17 4 26 0 4 17 9 9 6 17 26 6 9 2 17 17 2 26
split_gain=0.00838067 0.0196922 0.00820894 0.0130523 0.00355015 0.00808708 0.00473465 0.00256991 0.00214151 0.00623384 0.00367997 0.00285227 0.0113006 0.00318677 0.0020179 0.00383139 0.00305141 0.00467739 0.00345792 0.000885534
threshold=-0.087944999999999995 -0.088909999999999989 0.052150000000000009 0.081540000000000015 -0.23202999999999999 -0.083514999999999992 0.15221500000000004 -0.55754499999999996 0.11408000000000003 0.10744000000000002 -0.067359999999999989 0.51174000000000019 0.095385000000000011 0.11989000000000002 0.088135000000000033 -0.090394999999999989 -0.14169499999999999 -0.092649999999999996 -0.097424999999999998 0.11861500000000001
decision_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 -2 8 -1 9 11 -10 13 -13 -6 16 -16 18 -18 -9 -12
right_child=4 -3 3 -5 6 -7 -8 14 10 -11 19 12 -14 -15 15 -17 17 -19 -20 -21
leaf_value=0.00059943997698879217 0.00027739649130036802 0.0023710231048703644 0.0022486672937454583 1.4664583378507051e-07 9.6131823348797651e-06 -0.0014938863083715393 0.0010172472597778119 0.0005190501103310741 0.0008993344669048774 -0.00086667878184513211 0.00024885708390147003 -0.00014773946808300083 0.0017338635557262027 -0.00064511157337623101 0.00011524351609071469 -0.00091559132576391822 0.0010315429895430711 6.562501888528862e-05 -0.00045060106529331222 -0.00033898735794167219
leaf_weight=92 52 46 49 55 2319 49 47 51 71 82 52 99 46 76 90 58 75 153 124 49
leaf_count=92 52 46 49 55 2319 49 47 51 71 82 52 99 46 76 90 58 75 153 124 49
internal_value=0 0.000370457 0.000246167 0.00106742 5.62411e-06 -0.000573834 2.65125e-05 0.000112063 9.55358e-06 -1.24606e-05 0.000349901 1.47943e-05 0.000443538 -1.08213e-05 2.92008e-05 -0.000283201 0.00014596 0.000386952 -0.000163339 -2.82296e-05
internal_weight=0 793 747 104 2942 101 2841 643 2794 2622 172 2540 145 2395 551 148 403 228 175 101
internal_count=3735 793 747 104 2942 101 2841 643 2794 2622 172 2540 145 2395 551 148 403 228 175 101
is_linear=0
shrinkage=0.0995203


Tree=6241
num_leaves=24
num_cat=0
split_feature=1 1 18 8 18 8 8 8 26 21 8 8 18 3 1 17 4 8 1 8 18 3 8
split_gain=0.00684585 0.00987279 0.041671 0.00805033 0.0112967 0.00413626 0.00543928 0.00366747 0.00255141 0.00471232 0.00411314 0.00254433 0.00236759 0.00887991 0.00381383 0.00216564 0.0018054 0.00222944 0.00192615 0.00196594 0.00166975 0.00060988 0.000151774
threshold=-0.085574999999999998 -0.092954999999999996 -0.088855000000000003 -0.085764999999999994 -0.077844999999999998 0.15415000000000004 0.24853500000000003 0.079450000000000021 0.11991000000000003 0.099685000000000024 -0.050299999999999997 -0.47145500000000001 0.11769500000000002 0.10871500000000002 -0.072579999999999992 -0.55754499999999996 0.11670500000000002 0.068430000000000019 -0.11064999999999998 -0.081234999999999988 -0.019539999999999998 0.10502000000000002 0.10649000000000002
decision_type=2 2 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 -3 -4 -5 7 -7 8 11 10 -10 -2 14 -14 -13 21 17 18 20 -20 -17 -1 -9
right_child=5 2 3 4 -6 6 -8 22 9 -11 -12 12 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0002566884513652583 0.00067044493859858359 0.0030149905724269677 -0.00069652275756335003 -0.00053773716940350906 0.0013382325526866252 -0.0013939760715724527 9.0954533904227551e-06 0.00079644206480023903 -0.00013525229204297741 0.00046316526723868271 -0.0012086451615494073 -0.00025446900702113634 0.00078552127378395847 -0.00078980843838482022 5.6631370902005608e-05 0.00039154846219001263 0.00052917310388786302 -0.00059663226380639821 9.7951241713620376e-05 -0.00079421523011344959 -7.1221285870987989e-05 0.00080508194786800579 0.0004658411647806597
leaf_weight=46 60 65 75 52 80 48 61 46 79 52 67 506 132 48 1702 153 60 64 46 49 151 46 47
leaf_count=46 60 65 75 52 80 48 61 46 79 52 67 506 132 48 1702 153 60 64 46 49 151 46 47
internal_value=0 0.000316572 0.000816224 0.000121835 0.000593013 0 -0.000601261 2.38773e-05 1.97724e-06 -0.000341311 -0.000633444 3.00776e-05 1.36452e-05 0.000360885 -1.42917e-05 9.42565e-05 1.43193e-05 -5.06324e-05 3.48949e-05 -0.000353602 0.000158993 0.000539784 0.000638167
internal_weight=0 887 272 207 132 2848 109 2739 2646 198 146 2448 2388 180 2208 615 523 463 399 95 304 92 93
internal_count=3735 887 272 207 132 2848 109 2739 2646 198 146 2448 2388 180 2208 615 523 463 399 95 304 92 93
is_linear=0
shrinkage=0.0995203


Tree=6242
num_leaves=23
num_cat=0
split_feature=1 1 3 9 29 3 1 5 4 4 2 27 18 5 8 5 1 1 9 26 0 1
split_gain=0.00567351 0.0150808 0.00685752 0.0193922 0.00377011 0.00234635 0.00428795 0.00295191 0.00278723 0.00407432 0.00373811 0.00178379 0.00233036 0.00439658 0.00308159 0.00268569 0.0123154 0.00595739 0.00288152 0.00505805 0.00114843 0.00112659
threshold=-0.087944999999999995 -0.088909999999999989 0.084145000000000011 0.083325000000000024 -0.109725 0.10669500000000003 -0.49056499999999997 0.066275000000000014 0.094025000000000011 0.085720000000000018 -0.090394999999999989 -0.032854999999999995 -0.16980499999999998 0.5124350000000002 -0.068904999999999994 0.049800000000000011 -0.068094999999999989 -0.047889999999999995 0.11891000000000003 0.11991000000000003 -0.072694999999999996 -0.16272499999999998
decision_type=2 2 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 21 -2 8 -7 -8 9 10 -4 -6 13 20 -15 18 -17 -18 19 -14 -13 -1
right_child=4 -3 5 -5 11 6 7 -9 -10 -11 -12 12 15 14 -16 16 17 -19 -20 -21 -22 -23
leaf_value=0.0003199143786015128 -0.00081977202281619639 0.0020547858917000948 0.000311490076345498 0.002396591994497892 0.00051226884446900511 0.00098708250811955296 0.00044152056704847842 -0.00063324332360693706 -0.00074518818255018995 0.00089706842482041723 -0.00037045346285217659 -0.0011865935143519114 1.4391689015472073e-05 0.00066303411509649988 -0.00040705760247285069 0.0015875229705308192 -0.00082881362556711034 0.00029235048492822863 0.00061985889808138057 -0.00059903521361350464 -0.00044710959742035538 -0.00036111646880043134
leaf_weight=48 54 46 130 50 71 66 56 46 54 46 203 46 2105 52 54 60 64 176 71 142 47 48
leaf_count=48 54 46 130 50 71 66 56 46 54 46 203 46 2105 52 54 60 64 176 71 142 47 48
internal_value=0 0.000303997 0.000195088 0.000807205 3.76833e-06 4.50251e-05 0.000361568 -3.51512e-05 -7.59001e-05 1.73004e-05 -0.000101771 1.94504e-05 6.73875e-06 -0.000321203 0.00011017 3.19791e-05 0.000312203 -3.21577e-06 -3.93497e-06 -2.40097e-05 -0.000821679 -1.20737e-05
internal_weight=0 793 747 146 2942 601 168 102 433 379 333 2888 2817 199 106 2618 300 240 2318 2247 93 96
internal_count=3735 793 747 146 2942 601 168 102 433 379 333 2888 2817 199 106 2618 300 240 2318 2247 93 96
is_linear=0
shrinkage=0.0995203


Tree=6243
num_leaves=26
num_cat=0
split_feature=29 17 17 5 26 26 9 17 5 18 3 17 9 26 26 26 18 2 0 8 9 8 9 9 9
split_gain=0.0041298 0.00323549 0.0224629 0.00570009 0.00922541 0.0101179 0.010013 0.00893292 0.00366606 0.0102369 0.00353753 0.00352466 0.00568311 0.00239398 0.00199193 0.0148526 0.00316251 0.00549376 0.00564398 0.00260776 0.0107091 0.0046205 0.00238472 0.00921898 0.00412166
threshold=-0.11373499999999999 0.047990000000000012 0.057560000000000014 -0.040404999999999996 0.096980000000000025 0.087170000000000011 0.083715000000000026 0.40057000000000009 -0.081415000000000001 0.11769500000000002 0.11978500000000002 -0.55286000000000002 0.09253500000000002 0.089275000000000021 0.089365000000000014 0.088545000000000026 -0.087529999999999983 -0.078244999999999995 -0.066264999999999991 -0.050299999999999997 0.11296000000000002 -0.06520999999999999 0.092150000000000024 0.090255000000000016 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 2 2 2 2
left_child=-1 11 -3 8 5 6 -5 -7 10 -10 13 12 -2 -4 15 22 17 -16 -19 21 -21 -18 23 -13 -24
right_child=1 2 3 4 -6 7 -8 -9 9 -11 -12 14 -14 -15 16 -17 19 18 -20 20 -22 -23 24 -25 -26
leaf_value=-0.00079369796856667847 0.0011413361267851405 0.0019642815467772962 -0.00026743233004869807 0.0010612645035087461 -0.00065113897806297035 0.00047788298600448824 -0.00080138262260965058 0.0021164728424973005 -0.001334111776701165 0.00032068155817537432 0.00079450442466564295 -1.2682259433990004e-05 -0.0001312720108128995 0.00031406718749954721 -0.001116563343219325 0.0013151847480853867 -3.763353299929609e-05 0.00060321307093711232 -0.00084738667120928238 0.00019949808728553131 -0.0016345437744794762 0.00084788132288753093 0.0010851613431705146 -0.0014447495420782429 6.4545723963154995e-05
leaf_weight=55 70 69 208 51 62 69 65 66 76 71 55 1432 67 105 80 88 443 61 47 94 47 67 50 46 191
leaf_count=55 70 69 208 51 62 69 65 66 76 71 55 1432 67 105 80 88 443 61 47 94 47 67 50 46 191
internal_value=0 7.40309e-05 0.000238487 9.36819e-05 0.000429154 0.000699261 1.04828e-05 0.00128504 -0.000108617 -0.000529289 5.71981e-05 2.07302e-05 0.000512991 -6.97452e-05 -4.44782e-06 5.40692e-05 -0.000131455 -0.000491257 -2.04867e-05 -2.62915e-05 -0.000406044 7.70937e-05 -1.00143e-05 -5.78066e-05 0.000279689
internal_weight=0 3680 897 828 313 251 116 135 515 147 368 2783 137 313 2646 1807 839 188 108 651 141 510 1719 1478 241
internal_count=3735 3680 897 828 313 251 116 135 515 147 368 2783 137 313 2646 1807 839 188 108 651 141 510 1719 1478 241
is_linear=0
shrinkage=0.0995203


Tree=6244
num_leaves=17
num_cat=0
split_feature=1 7 5 26 26 26 2 2 18 26 5 3 3 20 18 17
split_gain=0.0103488 0.00212927 0.00278837 0.00226449 0.0161038 0.00486972 0.00366174 0.0118768 0.00565558 0.0046233 0.00255641 0.00838773 0.00245752 0.00186491 0.00234294 0.00161427
threshold=-0.55579999999999996 0.053160000000000013 -0.43873000000000001 0.089485000000000023 0.089005000000000015 0.089795000000000028 -0.069815000000000002 -0.072624999999999981 -0.07657499999999999 0.12158000000000002 0.51390500000000017 0.11339500000000001 0.11868500000000003 -0.24910499999999999 0.19545000000000004 -0.0094900000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 10 -5 7 9 -8 -7 13 -12 -10 -2 -15 -4
right_child=1 2 15 5 -6 6 8 -9 12 -11 11 -13 -14 14 -16 -17
leaf_value=0.001337421381256526 0.00053732576645274183 0.00075775765901713737 0.00028708855378716246 0.0010199540176618691 -0.001748740822275322 -8.4160827558355794e-05 0.0011795673230032414 -0.0013659771589864551 -0.00011678838684985809 0.00091453021075901038 6.2453106514241051e-05 -0.0015235421287915581 0.00054614849621168545 -7.7350343625062347e-05 -0.00078342533991868242 -0.00042520868201499239
leaf_weight=52 47 68 70 46 61 720 55 71 194 49 88 52 77 1966 48 57
leaf_count=52 47 68 70 46 61 720 55 71 194 49 88 52 77 1966 48 57
internal_value=0 -7.5823e-05 0.000243009 -9.39551e-05 -0.000152803 1.52001e-05 -2.37366e-05 -0.000134248 0.000258505 -1.94605e-05 -0.0001082 -0.000520784 6.85531e-05 -7.97772e-05 -9.45848e-05 -2.61581e-05
internal_weight=0 3669 195 3474 2262 1212 1166 840 326 769 2201 140 271 2061 2014 127
internal_count=3721 3669 195 3474 2262 1212 1166 840 326 769 2201 140 271 2061 2014 127
is_linear=0
shrinkage=0.0995203


Tree=6245
num_leaves=21
num_cat=0
split_feature=17 5 9 0 8 8 5 5 17 1 18 1 4 18 18 17 21 29 9 20
split_gain=0.00862154 0.00230325 0.00312703 0.00829906 0.00198304 0.00900782 0.00226552 0.0049712 0.0117716 0.00358475 0.0110094 0.00457903 0.00330493 0.00543834 0.00311805 0.00306107 0.00208006 0.00265211 0.00176847 0.000500256
threshold=-0.57205499999999987 0.51100000000000012 0.09550500000000002 -0.054850000000000003 -0.091914999999999983 -0.092984999999999998 -0.0087549999999999989 -0.0063549999999999995 -0.010655 -0.085574999999999998 -0.01205 -0.083284999999999984 0.10845500000000002 0.13699000000000003 -0.011569999999999999 -0.068169999999999994 -0.067244999999999985 -0.025204999999999998 -0.096659999999999982 -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 4 19 -4 5 16 9 8 -8 10 -6 -11 13 -9 -13 -12 -2 -18 -19 -3
right_child=1 2 3 -5 6 -7 7 12 -10 11 15 14 -14 -15 -16 -17 17 18 -20 -21
leaf_value=0.0011857016745402704 -0.00067630969581106322 -0.00019696644325232628 0.00016766730030382351 -0.0015460386946160446 0.0017677702257688785 -0.0014762420363697026 -0.0017934797215156634 -6.0911763224354885e-05 0.00036081883427592249 -0.00074540664389513794 -0.00061453191463671899 0.00031316806322359173 -0.00069170408938743768 0.0010381442258687798 -2.7735987242495752e-05 0.00045111344130173702 -0.00068792391525767781 0.00038291786472868431 -6.5029726855495311e-05 0.00026489879962841812
leaf_weight=55 56 46 51 60 48 51 54 868 46 75 50 346 75 47 1132 57 56 112 390 46
leaf_count=55 56 46 51 60 48 51 54 868 46 75 50 346 75 47 1132 57 56 112 390 46
internal_value=0 -6.90169e-05 -0.000395408 -0.000751286 -4.96476e-05 -0.000204207 -1.26209e-05 -0.00012496 -0.000794316 5.85918e-05 0.000515096 1.25024e-05 -5.65216e-05 -3.5628e-06 5.15158e-05 -3.9201e-05 -9.72159e-05 -3.76318e-05 3.32801e-05 2.50681e-05
internal_weight=0 3666 203 111 3463 665 2798 1090 100 1708 155 1553 990 915 1478 107 614 558 502 92
internal_count=3721 3666 203 111 3463 665 2798 1090 100 1708 155 1553 990 915 1478 107 614 558 502 92
is_linear=0
shrinkage=0.0995203


Tree=6246
num_leaves=20
num_cat=0
split_feature=1 6 6 8 1 3 26 3 2 2 3 6 17 6 5 6 5 8 1
split_gain=0.00831285 0.00184162 0.00555979 0.00777237 0.0038383 0.00681041 0.00468765 0.00781454 0.00571572 0.00404211 0.0083807 0.00205911 0.00608719 0.00191924 0.00331255 0.0173178 0.00325027 0.00231945 0.00163132
threshold=-0.55579999999999996 0.094810000000000019 0.091495000000000007 -0.080835000000000004 -0.048734999999999994 0.10850000000000003 0.091400000000000023 0.091615000000000016 -0.078244999999999995 -0.073884999999999992 0.10057000000000002 0.090195000000000011 -0.011809999999999999 -0.09007999999999998 -0.092239999999999989 0.08481000000000001 -0.080119999999999983 0.11446000000000002 0.26846000000000009
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 6 -6 7 -3 -8 -10 -11 13 -13 17 15 -15 -16 18 -2
right_child=1 4 3 -5 5 -7 8 -9 9 10 -12 12 -14 14 16 -17 -18 -19 -20
leaf_value=0.0012034000609848119 0.00010333935720271719 0.0002236121016973813 2.2539868488757902e-05 -0.0014492574485515703 0.0012101622188387656 -0.00026134644148162451 0.0010241471641941724 -0.0011040611243605671 -0.00056004926520562132 0.0012038397044984506 -0.00036765524398288212 0.0012189090735388638 -0.00035158237224509306 -0.00010883494632222674 0.00036510951749307694 -0.0022198580362048637 -0.0001259274173459693 0.00068275582821813465 -0.00017880387391664112
leaf_weight=52 546 86 70 70 73 53 66 88 87 59 77 46 51 242 146 46 1488 52 323
leaf_count=52 546 86 70 70 73 53 66 88 87 59 77 46 51 242 146 46 1488 52 323
internal_value=0 -6.32144e-05 -9.41831e-05 -0.000707512 9.73373e-05 0.000584697 -3.35239e-05 -0.00044315 0.00021027 -2.6938e-05 0.000308077 -6.46985e-05 0.000384748 -8.0321e-05 -0.000137016 -0.000448855 -8.15516e-05 3.71042e-05 -5.88883e-07
internal_weight=0 3669 3080 140 589 126 463 174 289 223 136 2940 97 2843 1922 288 1634 921 869
internal_count=3721 3669 3080 140 589 126 463 174 289 223 136 2940 97 2843 1922 288 1634 921 869
is_linear=0
shrinkage=0.0995203


Tree=6247
num_leaves=18
num_cat=0
split_feature=17 2 2 26 26 26 2 2 0 3 0 3 26 9 17 38 0
split_gain=0.00680852 0.00181715 0.00894234 0.00361289 0.00450634 0.00468556 0.00441695 0.00301976 0.00638028 0.00412545 0.0107822 0.00528405 0.00303887 0.0068231 0.00294374 0.0033684 0.00243334
threshold=-0.57205499999999987 -0.070724999999999996 -0.072624999999999981 0.12158000000000002 0.11624000000000002 0.10924500000000002 -0.075209999999999985 -0.065379999999999994 -0.074819999999999984 0.086605000000000029 -0.14574499999999999 0.089535000000000017 0.15222000000000005 0.11408000000000003 -0.0064000000000000003 -0.072014999999999996 -0.050054999999999995
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 -2 8 -3 10 -9 -11 16 -14 -12 -16 -13
right_child=1 7 -4 -5 -6 -7 -8 9 -10 11 14 12 13 -15 15 -17 -18
leaf_value=0.0010575341475357175 -6.4579172464122877e-05 0.0010956493805243479 -0.00138795502226137 0.00074721743497880384 -0.00081450287181390193 0.00079547316698092799 -0.00077439314964689151 0.001709119307838907 -0.00034155940814701647 -0.0010919943414891458 0.00042904372712882172 -1.6391619810707115e-05 0.0013566203748609478 -0.00031300563602571304 0.00019994454518502478 -0.0009808381184237859 -0.00043741641819915932
leaf_weight=55 2052 74 53 51 84 60 91 47 51 51 89 595 46 50 48 46 178
leaf_count=55 2052 74 53 51 84 60 91 47 51 51 89 595 46 50 48 46 178
internal_value=0 -5.7465e-05 -0.000108719 -7.93704e-05 -9.81612e-05 -7.04756e-05 -9.51026e-05 3.80102e-05 0.000502719 -1.17898e-05 0.000364395 -0.000106726 -4.79603e-05 0.000478496 1.45555e-05 -0.000369177 -0.000114401
internal_weight=0 3666 2391 2338 2287 2203 2143 1275 125 1150 230 920 869 96 183 94 773
internal_count=3721 3666 2391 2338 2287 2203 2143 1275 125 1150 230 920 869 96 183 94 773
is_linear=0
shrinkage=0.0995203


Tree=6248
num_leaves=15
num_cat=0
split_feature=24 20 3 9 3 3 18 9 17 5 18 17 18 11
split_gain=0.0232177 0.00413504 0.00212278 0.0129106 0.0186329 0.00396902 0.00861167 0.00382185 0.00495415 0.00413789 0.0030653 0.00269747 0.00254273 0.00223992
threshold=-0.070599999999999996 -0.24910499999999999 0.090835000000000013 0.091965000000000033 0.087570000000000023 0.091475000000000015 -0.022504999999999997 0.089645000000000016 -0.012754999999999999 0.26760500000000004 0.23251500000000005 -0.0042049999999999995 0.14994000000000005 -0.37931999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -5 6 -4 9 -9 11 12 -3 13 -7
right_child=1 2 5 4 -6 10 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=0.0021377511695149488 0.00069781067993826193 -0.00017226922239630009 0.001619662733635935 7.3803636918153985e-05 -0.0024580433697075211 -0.00060871431217401212 -0.00027398852566718412 0.0012455283670158061 -0.000143191522603217 -0.00095397958260728043 -0.00069561968351043561 0.00011636154747589829 0.00065351750977822034 5.0833734088318791e-06
leaf_weight=49 73 927 46 58 56 61 48 49 51 55 64 487 58 1640
leaf_count=49 73 927 46 58 56 61 48 49 51 55 64 487 58 1640
internal_value=0 -4.28627e-05 -5.81093e-05 -0.000139713 -0.00116273 1.31059e-05 0.000643983 -6.48606e-05 0.000529095 -0.000105851 -1.89753e-05 -7.22821e-05 5.17861e-06 -1.64469e-05
internal_weight=0 3673 3600 1683 114 1917 94 1569 100 1469 1823 1414 1759 1701
internal_count=3722 3673 3600 1683 114 1917 94 1569 100 1469 1823 1414 1759 1701
is_linear=0
shrinkage=0.0995203


Tree=6249
num_leaves=12
num_cat=0
split_feature=23 12 20 26 9 17 5 5 10 10 5
split_gain=0.0110227 0.00385009 0.00347301 0.0025375 0.00653585 0.0118367 0.00417486 0.00520577 0.00239822 0.00275321 0.00226368
threshold=-0.068264999999999978 0.095920000000000019 -0.24910499999999999 0.10725000000000003 0.092605000000000021 -0.012064999999999999 -0.082635 -0.06971999999999999 0.09056500000000002 0.086030000000000023 0.5134350000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 5 -5 -6 -8 9 10 -4
right_child=1 -3 3 4 6 -7 7 -9 -10 -11 -12
leaf_value=0.0014854970022175581 0.00066440433938703221 0.00083420869783317614 -4.3028409084347277e-05 4.8944364265751017e-05 -0.0006658522507418886 -0.0018534792785404766 0.00098065847986090852 -9.2894692706354661e-05 0.00060721226695843733 -0.00069510099188849737 0.00038121229625568087
leaf_weight=48 67 50 2860 65 79 63 59 181 58 62 130
leaf_count=48 67 50 2860 65 79 63 59 181 58 62 130
internal_value=0 -3.22983e-05 -4.44793e-05 -5.80621e-05 -0.000279967 -0.00088101 -3.62301e-05 0.00016761 -2.59045e-05 -3.82044e-05 -2.43094e-05
internal_weight=0 3674 3624 3557 447 128 319 240 3110 3052 2990
internal_count=3722 3674 3624 3557 447 128 319 240 3110 3052 2990
is_linear=0
shrinkage=0.0995203


Tree=6250
num_leaves=11
num_cat=0
split_feature=24 11 3 3 3 3 3 3 17 6
split_gain=0.0170863 0.00277024 0.0045749 0.00225534 0.0027692 0.00485152 0.00389339 0.0143351 0.00365851 0.00291755
threshold=-0.070599999999999996 -0.40069499999999997 0.17152000000000003 0.14823500000000003 0.091065000000000021 0.091475000000000015 0.089395000000000016 0.089655000000000026 0.056905000000000011 0.18123500000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 8 -8 -3 -7
right_child=1 2 -4 -5 5 9 7 -9 -10 -11
leaf_value=0.0018346035336138948 -0.00080409862443219741 -0.00012546747715134283 0.00090001627545394818 -0.00058403530549356404 0.00094693987396469689 3.0567512045705077e-06 -0.0020461254012560221 -0.00012779773355419368 0.00029016466510626806 0.00071584694288057648
leaf_weight=49 46 1210 52 74 59 1651 47 222 253 59
leaf_count=49 46 1210 52 74 59 1651 47 222 253 59
internal_value=0 -3.60413e-05 -2.60745e-05 -3.9774e-05 -2.80362e-05 5.9236e-05 -0.000117645 -0.000466014 -5.30317e-05 2.81288e-05
internal_weight=0 3673 3627 3575 3501 1769 1732 269 1463 1710
internal_count=3722 3673 3627 3575 3501 1769 1732 269 1463 1710
is_linear=0
shrinkage=0.0995203


Tree=6251
num_leaves=10
num_cat=0
split_feature=24 11 3 3 4 4 4 4 3
split_gain=0.013966 0.00223655 0.0037229 0.00257478 0.00261054 0.0061368 0.0054692 0.00322548 0.00271797
threshold=-0.070254999999999998 -0.40069499999999997 0.17152000000000003 0.14823500000000003 0.10495500000000003 0.10845500000000002 0.10252500000000002 0.09939000000000002 0.12168500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 -3 -7
right_child=1 2 -4 -5 5 8 -8 -9 -10
leaf_value=0.0015637529363220096 -0.00072407455971141199 -5.3672186834134966e-05 0.00081044647043573435 -0.0006227067410501403 0.00092735600953111912 -0.00019412557719390827 -0.00099210790307725999 0.00072178577720008572 0.00035723890032610968
leaf_weight=55 46 2915 52 73 91 232 61 54 143
leaf_count=55 46 2915 52 73 91 232 61 54 143
internal_value=0 -3.38645e-05 -2.48702e-05 -3.727e-05 -2.48114e-05 0.000194072 -5.87447e-05 -3.92925e-05 1.39451e-05
internal_weight=0 3667 3621 3569 3496 466 3030 2969 375
internal_count=3722 3667 3621 3569 3496 466 3030 2969 375
is_linear=0
shrinkage=0.0995203


Tree=6252
num_leaves=21
num_cat=0
split_feature=17 20 0 9 0 0 8 9 26 21 8 20 21 11 4 8 3 24 1 17
split_gain=0.00701309 0.00309667 0.00269772 0.00490631 0.00698874 0.00849155 0.0062577 0.00391 0.00668887 0.0049765 0.00655912 0.00349933 0.00314254 0.0022743 0.00297652 0.00224977 0.00216913 0.00207223 0.0030816 0.00200865
threshold=-0.56655999999999984 -0.079154999999999989 -0.084269999999999998 0.083925000000000013 -0.08892499999999999 -0.085605000000000001 -0.085814999999999989 0.088995000000000019 0.084735000000000019 0.089350000000000027 0.0012600000000000003 -0.086734999999999993 0.088310000000000013 -0.23667999999999997 0.14154500000000006 -0.51030999999999993 0.091615000000000016 -0.069879999999999984 0.50996500000000011 -0.012754999999999999
decision_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 16 -6 -2 8 12 -9 -11 -8 -4 -3 15 -15 19 -17 -19 -5
right_child=1 13 7 4 5 -7 11 9 -10 10 -12 -13 -14 14 -16 17 -18 18 -20 -21
leaf_value=-0.00099806651207113108 -0.00083680081698562646 0.00059560259724063941 0.00068621647548034056 -0.00056589254217488877 0.0020687139814908276 0.00026328750946860794 -0.00011493264881024121 -0.00035191198726579619 -0.0012351520133488721 0.0015537951857661416 0 0.00094370433763541536 -0.00043897340390708275 0.00056820915634884334 -0.00067220838251754941 -0.00069310093014548482 0.00062171222074576505 -6.2185824600581653e-05 0.0006415923458455864 0.00028573152489114623
leaf_weight=71 68 53 47 47 56 50 68 74 60 49 59 55 51 58 77 50 75 2535 63 65
leaf_count=71 68 53 47 47 56 50 68 74 60 49 59 55 51 58 77 50 75 2535 63 65
internal_value=0 3.55289e-07 0.000170404 0.000321531 0.000577658 0.00122482 -6.70897e-05 -4.23213e-05 -0.000406612 0.000269433 0.000702749 0.000351786 9.23052e-05 -4.87638e-05 -6.13294e-05 -4.36441e-05 0.000206439 -5.73549e-05 -4.48045e-05 -6.43374e-05
internal_weight=0 3660 824 484 293 106 191 340 158 182 108 123 98 2836 2783 2706 187 2648 2598 112
internal_count=3731 3660 824 484 293 106 191 340 158 182 108 123 98 2836 2783 2706 187 2648 2598 112
is_linear=0
shrinkage=0.0995203


Tree=6253
num_leaves=23
num_cat=0
split_feature=17 20 2 2 5 18 20 6 8 2 29 5 6 9 6 1 6 2 1 0 1 17
split_gain=0.00568685 0.00250952 0.00265662 0.00453036 0.00425472 0.00724588 0.00527287 0.00315648 0.00604864 0.00639116 0.00233621 0.00221249 0.00207738 0.0121962 0.00265248 0.0114803 0.00256069 0.00288435 0.00196803 0.00593157 0.00427144 0.00153133
threshold=-0.56655999999999984 -0.079154999999999989 -0.086414999999999992 -0.084114999999999981 -0.010764999999999999 -0.083039999999999989 -0.097019999999999995 -0.087954999999999992 -0.087129999999999999 -0.080069999999999988 -0.075559999999999988 0.23074000000000006 0.11816500000000002 0.097510000000000027 0.10877500000000002 -0.07002499999999999 0.10100500000000003 -0.076615000000000003 0.00095500000000000023 -0.15758999999999998 0.0049450000000000015 0.11180000000000002
decision_type=2 2 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 -2 -6 8 -5 -10 -9 -12 14 -14 16 -16 18 -18 19 -3 -20 -7
right_child=1 12 3 7 6 21 -8 10 9 -11 11 -13 13 -15 15 -17 17 -19 20 -21 -22 -23
leaf_value=-0.00089873868902626156 -0.0014767275411535442 0.0010831413566607458 0.0011932160373376987 -0.00019298588439896423 -0.00032893208797987993 -0.00032535437290665432 0.0010414484745927728 0.00055234394478754383 0.0016883480395228176 0.00029004193241669165 -0.00038210546638071951 0.0002518161927209956 -0.0014686668100866301 0.0005486039686122729 0.0015433857598156132 -0.00051367688569684228 -3.5063354624977061e-05 -0.0011082967916642838 -0.00094574313154489149 2.6229323485274897e-06 -8.5314912141387476e-05 0.00044040000377005439
leaf_weight=71 47 52 49 82 54 59 56 56 57 79 157 82 59 59 51 56 56 47 62 1607 787 46
leaf_count=71 47 52 49 82 54 59 56 56 57 79 157 82 59 59 51 56 56 47 62 1607 787 46
internal_value=0 3.1342e-07 0.000153417 0.000275834 -0.000106049 -0.00044963 0.000361274 0.000186613 0.000473965 0.000882116 -2.29596e-05 -0.000161184 -4.38821e-05 -0.000453094 -2.58153e-05 0.000459142 -4.60026e-05 -0.000532739 -2.56866e-05 3.69844e-05 -0.000149114 2.32258e-06
internal_weight=0 3660 824 562 262 152 110 513 218 136 295 239 2836 118 2718 107 2611 103 2508 1659 849 105
internal_count=3731 3660 824 562 262 152 110 513 218 136 295 239 2836 118 2718 107 2611 103 2508 1659 849 105
is_linear=0
shrinkage=0.0995203


Tree=6254
num_leaves=19
num_cat=0
split_feature=1 1 20 11 4 6 10 10 18 6 6 8 8 8 6 20 20 1
split_gain=0.00234476 0.00411799 0.00229646 0.00205673 0.00375065 0.00271403 0.00287246 0.00338589 0.00198072 0.00179662 0.00292816 0.0058113 0.00284319 0.00242398 0.00189175 0.00368669 0.00387998 0.00355687
threshold=-0.49837999999999999 -0.50763499999999995 -0.074014999999999984 -0.15511999999999998 0.14699000000000004 -0.48214499999999999 0.091080000000000022 0.082245000000000026 -0.01205 -0.097455 -0.088215000000000002 -0.087129999999999999 -0.084394999999999984 -0.088024999999999992 -0.082809999999999995 -0.077945 -0.081254999999999994 -0.0046399999999999992
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 5 -5 7 -7 -1 13 11 -11 -13 -2 17 16 -16 -12
right_child=2 -3 3 4 -6 6 -8 -9 -10 10 14 12 -14 -15 15 -17 -18 -19
leaf_value=0.00037913095598163563 0.00025645993530088384 -0.0010208455622272628 0.00054376026001893337 0.00058662976084585645 -0.0009051832529847364 -6.2055484131287144e-05 -0.00083929504760539195 0.00075697026187035291 -0.00038100862896541833 -0.00019128091502463438 0.00027718942362965496 0.0015074166278499404 0.00054137276319458395 -0.00059779556169476452 0.0001856925367054025 0.00096174203198816886 -0.00062494643810174198 -0.00086268001489916773
leaf_weight=61 59 62 57 66 51 2281 46 51 76 75 52 49 90 72 409 51 68 55
leaf_count=61 59 62 57 66 51 2281 46 51 76 75 52 49 90 72 409 51 68 55
internal_value=0 -0.000347347 3.57122e-06 -4.59187e-05 -5.97184e-05 -4.17408e-05 -5.95251e-05 -4.37926e-05 -3.65769e-05 0.000133282 0.000186722 0.000505799 0.00088781 -0.000206806 7.79011e-05 0.000156251 6.84135e-05 -0.000301074
internal_weight=0 199 3532 2552 2495 2444 2378 2332 137 980 849 214 139 131 635 528 477 107
internal_count=3731 199 3532 2552 2495 2444 2378 2332 137 980 849 214 139 131 635 528 477 107
is_linear=0
shrinkage=0.0995203


Tree=6255
num_leaves=11
num_cat=0
split_feature=17 6 6 0 6 1 6 17 19 5
split_gain=0.00430539 0.00205083 0.00235805 0.00914619 0.00182301 0.00910265 0.00249718 0.0017936 0.00174331 0.00191294
threshold=-0.56655999999999984 0.23153500000000005 0.11816500000000002 -0.072039999999999979 0.10877500000000002 -0.07002499999999999 0.10100500000000003 -0.032404999999999996 -0.071824999999999986 0.51100000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 8 -8 -2 -10
right_child=1 -3 3 -5 5 -7 7 -9 9 -11
leaf_value=-0.00078098458856278377 0.00047336856442904284 0.00058345854720954062 -0.0010761656128877874 0.00041833270923060252 0.0013638233562938684 -0.00045783544603530046 -5.3571033905377366e-05 -0.00089823544297116078 1.6456548357706563e-05 -0.00036646767334938058
leaf_weight=71 79 59 87 75 52 56 52 52 3013 135
leaf_count=71 79 59 87 75 52 56 52 52 3013 135
internal_value=0 1.26957e-06 -8.04189e-06 -0.000379215 9.20483e-06 0.00041168 -3.59874e-06 -0.000483775 1.16227e-05 0
internal_weight=0 3660 3601 162 3439 108 3331 104 3227 3148
internal_count=3731 3660 3601 162 3439 108 3331 104 3227 3148
is_linear=0
shrinkage=0.0995203


Tree=6256
num_leaves=18
num_cat=0
split_feature=28 19 26 3 0 0 3 3 0 0 0 26 26 26 26 26 3
split_gain=0.00847608 0.00974817 0.00392689 0.00617346 0.00373628 0.00837077 0.00834257 0.00435056 0.00269458 0.00659647 0.00406627 0.00235171 0.00613013 0.00248921 0.00226299 0.00431844 0.00205461
threshold=0.083225000000000021 0.14023500000000003 0.10924500000000002 0.090595000000000023 -0.071484999999999993 -0.076439999999999994 0.10244500000000002 0.09940000000000003 -0.085605000000000001 -0.086025000000000004 -0.084894999999999984 0.088435000000000027 0.089795000000000028 0.087575000000000028 -0.2382 -0.22491999999999998 0.11926500000000002
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 7 -6 -5 9 11 -10 13 -13 -1 -12 -16 -8
right_child=-2 -3 3 4 6 -7 16 -9 10 -11 14 12 -14 -15 15 -17 -18
leaf_value=5.958080705123901e-06 -0.0011228048360563991 -0.0014333565772364626 0.0011234611649447754 0.00091995795592573993 0.0015956612157939434 -0.0011675726158935924 -0.00043720740332139728 -0.00029299931040049432 -0.00080385739404147962 0.0010866458420669817 0.00058789864867056572 0.0011119923085805019 -1.2114631447172434e-05 -0.00062751281736439155 -0.0010484773733237971 -6.8770864240655122e-05 0.0004054570892082697
leaf_weight=1082 69 47 74 56 46 59 54 60 80 61 49 68 159 65 46 1614 61
leaf_count=1082 69 47 74 56 46 59 54 60 80 61 49 68 159 65 46 1614 61
internal_value=0 -9.16906e-06 9.02528e-06 0.000299296 0.000115346 -0.000199709 0.000462883 0.000285509 -2.76348e-05 7.36119e-05 -0.000109305 2.80415e-05 0.000321016 -2.92268e-05 -7.63131e-05 -9.64125e-05 2.65265e-06
internal_weight=0 3681 3634 410 336 175 161 116 3224 1435 1789 1374 227 1147 1709 1660 115
internal_count=3750 3681 3634 410 336 175 161 116 3224 1435 1789 1374 227 1147 1709 1660 115
is_linear=0
shrinkage=0.0995203


Tree=6257
num_leaves=17
num_cat=0
split_feature=28 19 26 26 21 5 18 9 9 5 5 26 5 3 3 3
split_gain=0.0068725 0.00790431 0.00328039 0.0041069 0.00321707 0.00497879 0.0032722 0.0109461 0.00559438 0.00227358 0.00677162 0.00745554 0.00717924 0.00239798 0.00525065 0.00306368
threshold=0.083225000000000021 0.14023500000000003 0.097315000000000026 0.095525000000000013 0.12329000000000002 0.058505000000000008 0.091330000000000008 0.11296000000000002 0.097365000000000021 0.052820000000000013 0.11083500000000003 0.08358500000000002 0.15627500000000003 0.08622500000000001 0.086535000000000015 0.083955000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 7 -4 -8 13 11 -11 -12 15 -15 -1
right_child=-2 -3 4 -5 -6 -7 8 -9 -10 10 12 -13 -14 14 -16 -17
leaf_value=0.00011163333407102444 -0.0010110630337655103 -0.0012907086741672257 0.00077452315692149115 -0.00071173429923576247 -0.00056312123096306582 0.00096406737957295844 -0.00057803171346788602 -0.00069048673511273395 0.00049403207069975913 -6.1448784699092622e-05 0.0011455435908880164 -0.0015482819049025957 -0.00012412122888115479 0.001119805424834525 7.1127343250572143e-05 -0.00031085069389535144
leaf_weight=308 69 47 192 86 47 91 120 68 80 69 48 67 541 49 1494 374
leaf_count=308 69 47 192 86 47 91 120 68 80 69 48 67 541 49 1494 374
internal_value=0 -8.25654e-06 8.10468e-06 -3.36258e-05 0.000221336 0.000289736 0.000154555 0.000388218 -0.000145113 -1.35797e-05 -0.000166837 -0.000799952 -1.92611e-05 3.59902e-05 0.00010496 -0.000118851
internal_weight=0 3681 3634 3036 598 551 460 260 200 2950 725 136 589 2225 1543 682
internal_count=3750 3681 3634 3036 598 551 460 260 200 2950 725 136 589 2225 1543 682
is_linear=0
shrinkage=0.0995203


Tree=6258
num_leaves=23
num_cat=0
split_feature=5 17 5 2 5 4 21 2 5 5 26 17 8 26 5 5 2 2 2 11 8 26
split_gain=0.0059107 0.0174629 0.0113127 0.00404528 0.00396232 0.00361076 0.00543022 0.00381386 0.00353533 0.00294576 0.00340953 0.00342928 0.0075248 0.00947562 0.00398715 0.0041536 0.00310537 0.0104966 0.00400828 0.00522094 0.00393114 0.000471298
threshold=-0.0070049999999999999 0.51326500000000019 -0.0054650000000000002 0.11241000000000002 -0.0083599999999999994 0.10845500000000002 0.13765500000000006 0.097285000000000024 0.22078000000000006 -0.0098949999999999993 0.084100000000000022 -0.000475 -0.052214999999999998 0.093175000000000022 -0.020485 -0.040404999999999996 -0.079739999999999991 -0.086254999999999984 -0.041009999999999998 -0.094829999999999998 -0.086154999999999995 -0.0016799999999999999
decision_type=2 2 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 9 6 7 -4 -5 10 16 12 13 -12 15 -13 17 20 -18 -20 -1 -19
right_child=1 -3 3 8 -6 -7 -8 -9 -10 -11 11 14 -14 -15 -16 -17 18 21 19 -21 -22 -23
leaf_value=0.00068570045155476301 -0.0015117609801164531 -0.0019072487692866271 -6.7004804694214729e-05 -1.1151656758666221e-06 0.0008403716606159952 -0.00081049535649098652 0.00095027085130980696 -0.00094228941351355816 0.0011563905518262576 -0.00056523299960350353 0.0004806179162489506 1.7751264620280271e-05 0.0012971580103027637 -0.00062589534869517713 -0.00066907692139336059 0.00073684318236678285 0.0007494794248658021 -0.00094077486019817453 -0.0010222860776269154 6.3977632908484615e-05 -0.00021647696886705121 -0.0014787210134077731
leaf_weight=66 55 56 1046 53 65 68 50 52 49 74 323 569 76 100 70 93 74 46 48 498 173 46
leaf_count=66 55 56 1046 53 65 68 50 52 49 74 323 569 76 100 70 93 74 46 48 498 173 46
internal_value=0 -0.000183689 -0.000112794 -5.37942e-05 7.34959e-05 -0.000104856 -6.23454e-05 -0.000109203 0.000546916 5.10377e-05 7.2313e-05 0.000181839 0.000383235 0.000217096 4.3431e-05 0.000120008 -6.86e-05 -0.000315135 6.16977e-05 -3.00188e-05 2.92348e-05 -0.00121865
internal_weight=0 1429 1373 1318 2321 1216 1148 1098 102 2256 2182 1231 499 423 732 662 951 331 620 546 239 92
internal_count=3750 1429 1373 1318 2321 1216 1148 1098 102 2256 2182 1231 499 423 732 662 951 331 620 546 239 92
is_linear=0
shrinkage=0.0995203


Tree=6259
num_leaves=8
num_cat=0
split_feature=28 19 24 25 10 10 22
split_gain=0.00567862 0.00624677 0.00153165 0.00180976 0.00215778 0.00238101 0.00169444
threshold=0.083225000000000021 0.14023500000000003 -0.070599999999999996 0.096120000000000025 0.090150000000000022 0.086275000000000018 0.12577000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4
right_child=-2 -3 3 -5 -6 -7 -8
leaf_value=-0.00053144322655281919 -0.00091647185699971758 -0.0011450582735957403 1.6762077877943433e-05 0.00060636796993331619 -0.00056799442515948861 0.00064116417706770539 -0.0005911159835017049
leaf_weight=51 69 47 3363 51 63 60 46
leaf_count=51 69 47 3363 51 63 60 46
internal_value=0 -4.92554e-06 9.59501e-06 1.75246e-05 8.79023e-06 1.95011e-05 8.31941e-06
internal_weight=0 3681 3634 3583 3532 3469 3409
internal_count=3750 3681 3634 3583 3532 3469 3409
is_linear=0
shrinkage=0.0995203


Tree=6260
num_leaves=23
num_cat=0
split_feature=5 17 17 30 9 4 24 17 9 17 3 17 5 9 0 20 5 3 3 3 3 1
split_gain=0.0033953 0.0182865 0.0349329 0.00401623 0.0042557 0.00937941 0.00404494 0.00372137 0.00513168 0.00496289 0.00436477 0.00754265 0.00529773 0.00472216 0.00464809 0.00356047 0.00321587 0.00236207 0.0078707 0.00358117 0.00320341 0.00238178
threshold=-0.093384999999999982 -0.00095 -0.032404999999999996 0.11592000000000002 0.11408000000000003 0.14566000000000004 -0.069879999999999984 0.066010000000000027 0.097510000000000027 0.057560000000000014 0.092300000000000021 0.51392000000000015 -0.035924999999999999 0.084795000000000023 -0.07664 -0.094259999999999997 -0.091229999999999992 0.10807500000000002 0.10583000000000002 0.097880000000000023 0.11089500000000001 0.066150000000000028
decision_type=2 2 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 -3 9 10 16 12 14 -9 -14 -12 -8 -2 18 19 -18 -19 -22
right_child=7 3 -4 -5 -6 -7 15 8 -10 -11 11 -13 13 -15 -16 -17 17 20 -20 -21 21 -23
leaf_value=0 0.000840044904499299 -0.00086778528234622598 -0.0034661097944865163 -0.00089686778073155523 -0.00070177458544441176 0.0014331551327326918 -0.00049083060550578791 0.0013988420353557448 0.0010234891985198484 -0.00094890428884128757 -4.525029661447631e-05 0.00093474048252188192 0.00073809864234322697 -0.00049053205186104596 -0.0011779937650161357 0.0001988323283847197 -5.4275152269916102e-05 0.0009371447348972547 -0.0012276473733474473 0.00043195000044397332 8.1511166657970016e-06 0.00067039521385302205
leaf_weight=78 47 46 46 46 66 51 86 49 83 53 91 47 67 57 61 520 1554 53 54 166 354 64
leaf_count=78 47 46 46 46 66 51 86 49 83 53 91 47 67 57 61 520 1554 53 54 166 354 64
internal_value=0 -0.000165 -0.00129096 5.30698e-06 6.03378e-05 0.000133052 3.01011e-05 5.36774e-05 0.00031416 2.78697e-06 0.000153695 -0.000161018 0.000520437 0.000166723 -0.000505224 9.96085e-05 2.5151e-05 7.72618e-06 -4.44943e-05 -6.87282e-06 0.00020615 0.000111506
internal_weight=0 939 124 815 769 703 652 2800 455 2345 372 199 173 124 152 606 2292 2245 1774 1720 471 418
internal_count=3739 939 124 815 769 703 652 2800 455 2345 372 199 173 124 152 606 2292 2245 1774 1720 471 418
is_linear=0
shrinkage=0.0995203


Tree=6261
num_leaves=21
num_cat=0
split_feature=28 21 3 3 29 21 21 1 21 21 20 2 21 3 3 1 9 26 19 9
split_gain=0.00406994 0.00306008 0.00587895 0.0401713 0.00559652 0.00553448 0.00519383 0.00391937 0.00334987 0.00589536 0.00436775 0.0065819 0.00566774 0.00352196 0.00288628 0.00284341 0.00278034 0.00369366 0.00297223 0.00126583
threshold=0.094675000000000023 0.084260000000000015 0.094285000000000022 0.092635000000000023 0.085625000000000021 0.079735000000000014 0.086835000000000009 -0.003735 0.093835000000000016 0.098250000000000018 -0.058504999999999995 -0.072419999999999998 0.11043500000000002 0.10583000000000002 0.091225000000000014 0.0015850000000000003 0.11296000000000002 0.11991000000000003 0.097510000000000027 0.14805500000000002
decision_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 16 7 -3 13 -10 11 -11 -12 -4 15 -8 17 18 -1 -18
right_child=-2 2 8 -5 -6 -7 14 -9 9 10 12 -13 -14 -15 -16 -17 19 -19 -20 -21
leaf_value=8.1189751840449244e-05 0.00089070793839751184 -0.00011726524121154933 0.0010187997073056135 -0.0029631192661103405 -0.0010107897277454557 0.0011438203262675488 0.00015135110589763531 -0.001423260361101631 -0.00089016132644493238 -9.9120103240483125e-05 -0.0011785548640921991 0.00088928615144298325 1.3704600917327123e-06 1.8838276305299524e-05 0.00079868858615002845 -0.00046168819387168566 0.00071760450341493284 -0.00059934538228940265 -0.00042226849809387182 6.9675849571849746e-05
leaf_weight=1980 50 48 65 54 48 47 238 46 74 149 51 119 186 79 46 109 87 90 123 50
leaf_count=1980 50 48 65 54 48 47 238 46 74 149 51 119 186 79 46 109 87 90 123 50
internal_value=0 -1.3222e-05 -0.000138945 -0.000387225 5.19722e-05 7.37775e-05 -9.9921e-05 -0.000765078 4.57027e-05 -5.98743e-05 6.01705e-05 0.000336707 -0.000249084 0.000475895 5.70922e-05 -3.88583e-05 5.18416e-05 2.42765e-05 5.13543e-05 0.00048711
internal_weight=0 3689 1264 541 2425 2377 487 94 723 579 505 268 237 144 393 347 2330 2193 2103 137
internal_count=3739 3689 1264 541 2425 2377 487 94 723 579 505 268 237 144 393 347 2330 2193 2103 137
is_linear=0
shrinkage=0.0995203


Tree=6262
num_leaves=21
num_cat=0
split_feature=28 5 5 17 5 6 26 17 2 17 3 5 5 26 17 25 8 4 1 1
split_gain=0.0033 0.00302769 0.0188029 0.0251069 0.00436639 0.00282368 0.00271363 0.00546529 0.00764381 0.00782796 0.00518076 0.00318659 0.00483006 0.00303876 0.00244002 0.00222312 0.00301671 0.00410731 0.00196523 0.00303837
threshold=0.094675000000000023 -0.094469999999999985 -0.13955999999999999 -1.0000000180025095e-35 -0.14822499999999997 -0.17463499999999998 0.09032500000000003 0.066010000000000027 -0.071629999999999985 0.41580500000000009 0.095135000000000011 -0.077634999999999996 -0.067559999999999995 0.089625000000000024 0.07134500000000002 0.085465000000000027 -0.49499500000000002 0.14221500000000004 0.059230000000000012 0.012830000000000003
decision_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 15 -3 13 11 10 -10 -9 -8 -13 18 -5 16 -1 -18 19 -7
right_child=-2 5 3 14 -6 6 7 8 9 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.00082465990540241043 0.00080206457216368569 0.00075211964934875433 -0.0028451202917913632 -0.00079679571848254385 0.00088913234361472744 -8.0735636754506577e-06 0.00059592034825454239 -0.00072887864276418885 0.0021851000862413723 0.00037264199501604129 0.00064734624442022368 -0.00081972981205695678 5.2413059484088886e-05 -0.00066549204905844519 0.00014860010548541577 0.00064142913177712383 -9.9496301606626539e-05 0.00078310193348200732 0.00055604852457562519 -0.00064854338751262649
leaf_weight=49 50 54 56 46 56 1622 87 48 47 50 62 71 543 75 63 46 522 58 57 77
leaf_count=49 50 54 56 46 56 1622 87 48 47 50 62 71 543 75 63 46 522 58 57 77
internal_value=0 -1.1884e-05 -0.000171236 -0.00113102 4.42842e-05 3.89433e-05 2.45839e-05 0.000165444 0.000614975 0.00125928 3.93696e-05 3.15329e-05 -4.71041e-05 -4.48219e-05 -0.000242864 -2.45942e-05 -7.46033e-05 -9.825e-06 -1.78465e-05 -3.7582e-05
internal_weight=0 3689 896 165 731 2793 2739 908 207 97 110 701 614 1831 109 675 629 580 1756 1699
internal_count=3739 3689 896 165 731 2793 2739 908 207 97 110 701 614 1831 109 675 629 580 1756 1699
is_linear=0
shrinkage=0.0995203


Tree=6263
num_leaves=19
num_cat=0
split_feature=8 8 0 2 0 25 4 8 5 5 29 8 9 17 6 8 8 19
split_gain=0.00301913 0.0146951 0.0310909 0.00431543 0.0053393 0.00274908 0.00387218 0.00316481 0.00262457 0.00374074 0.00241766 0.0023971 0.00186097 0.00407947 0.00582085 0.00205608 0.00180696 0.00217727
threshold=-0.081864999999999993 -0.083849999999999994 -0.086944999999999995 -0.085599999999999996 -0.082494999999999999 1.0000000180025095e-35 0.13707500000000003 -0.081174999999999983 -0.52786999999999995 -0.50273499999999982 0.093650000000000025 -0.012839999999999999 -0.042790000000000002 -0.013125 -0.25061999999999995 -0.084324999999999997 -0.084855 0.092200000000000018
decision_type=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 7 -2 -9 -10 12 -11 13 -1 -15 16 17 -14
right_child=5 2 3 4 -6 -7 -8 8 9 11 -12 -13 15 14 -16 -17 -18 -19
leaf_value=-0.00031680477750205402 0.00074236822433303379 -0.002973600869937686 -0.00097232966408842137 0.0008428005284778781 -0.00042425273763107695 0.00070284722693705621 -0.00067337000244474749 0.00060342028707612201 -0.00074505915160058924 0.00017251505191300535 -0.00067929333754574459 -6.2235635922684563e-05 6.2384787193315447e-05 -2.3253930287450487e-05 0.0014952908114685328 0.00061765709354536891 -0.00053608073425684855 -0.00034870061215601286
leaf_weight=53 70 52 55 54 84 68 69 84 59 901 47 819 963 47 51 52 64 147
leaf_count=53 70 52 55 54 84 68 69 84 59 901 47 819 963 47 51 52 64 147
internal_value=0 -0.000100426 -0.00081245 -0.000225928 6.56188e-05 7.94641e-05 5.78814e-05 8.44075e-05 5.9246e-05 3.30912e-05 2.15029e-05 6.02596e-05 4.60171e-05 0.000375755 0.000758656 4.7373e-06 -2.17135e-05 7.20623e-06
internal_weight=0 1669 245 193 138 2070 2002 1933 1863 1779 1424 1720 1377 151 98 1226 1174 1110
internal_count=3739 1669 245 193 138 2070 2002 1933 1863 1779 1424 1720 1377 151 98 1226 1174 1110
is_linear=0
shrinkage=0.0995203


Tree=6264
num_leaves=16
num_cat=0
split_feature=10 4 8 2 10 4 5 17 5 1 1 5 3 4 3
split_gain=0.0254824 0.0195999 0.00282936 0.00496561 0.00499659 0.00406604 0.00299645 0.00220137 0.00216628 0.00849375 0.0205763 0.00455491 0.0114974 0.0028307 0.00226416
threshold=0.096215000000000023 0.15615500000000004 0.0044850000000000011 -0.037414999999999997 0.086275000000000018 0.10234000000000003 -0.54885499999999998 -0.07107999999999999 -0.082179999999999989 -0.080085000000000003 -0.081594999999999987 -0.075744999999999993 0.090695000000000012 0.12988000000000002 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 7 -1 -4 9 10 -8 12 -10 -11 -13
right_child=-2 -3 3 -5 -6 -7 8 -9 11 13 -12 14 -14 -15 -16
leaf_value=-0.0007032961173644264 -0.0021622281177455984 0.002075662526275258 0.0004422418287608912 0.0012227739525808353 0.0010749107791294728 -0.00083186390401845142 -2.6762744651160492e-05 -9.6424272597576236e-05 -0.0017711931189868316 0.00010902619129174221 0.0023978536198631592 0.00034943666564434054 0.00035294299889284287 -0.00040264515444147846 -2.3516479801534695e-05
leaf_weight=56 51 48 145 50 52 47 95 152 49 676 54 176 51 127 1907
leaf_count=56 51 48 145 50 52 47 95 152 49 676 54 176 51 127 1907
internal_value=0 7.73477e-05 5.07495e-05 0.000285662 0.000165272 2.53886e-05 1.76597e-05 0.000163805 3.07992e-05 0.000156186 0.000846464 -2.35066e-05 -0.000679698 2.70824e-05 7.60265e-06
internal_weight=0 3685 3637 446 396 344 3191 297 3135 952 149 2183 100 803 2083
internal_count=3736 3685 3637 446 396 344 3191 297 3135 952 149 2183 100 803 2083
is_linear=0
shrinkage=0.0995203


Tree=6265
num_leaves=11
num_cat=0
split_feature=22 7 9 4 4 2 2 29 20 1
split_gain=0.0213376 0.0152177 0.00362756 0.00487985 0.00564875 0.00488419 0.00317144 0.00304987 0.00503026 0.00288478
threshold=0.13264000000000004 0.10671500000000002 0.23438500000000004 0.11995000000000003 0.11474000000000002 0.12875500000000004 0.11241000000000002 -0.077709999999999987 -0.060199999999999997 0.41696500000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -5 -9 -10
right_child=-2 -3 -4 7 -6 -7 -8 8 9 -11
leaf_value=5.3329885076645882e-05 -0.0020206413132542712 0.001849289805646331 0.00092519755005747385 -0.0010939879616702892 0.00092273031927257319 -0.00069533832860290291 0.00073673550446118417 0.00069720635462051353 -0.00095550279240139342 -0.00012316657748284252
leaf_weight=3093 49 47 46 48 75 85 69 47 70 107
leaf_count=3093 49 47 46 48 75 85 69 47 70 107
internal_value=0 6.95343e-05 4.6329e-05 3.48525e-05 6.82432e-05 4.82539e-05 6.85018e-05 -0.000369946 -0.00021114 -0.000456964
internal_weight=0 3687 3640 3594 3322 3247 3162 272 224 177
internal_count=3736 3687 3640 3594 3322 3247 3162 272 224 177
is_linear=0
shrinkage=0.0995203


Tree=6266
num_leaves=9
num_cat=0
split_feature=10 4 10 9 1 17 5 5
split_gain=0.0221175 0.0157422 0.00332061 0.00191939 0.00200629 0.00488102 0.00183961 0.00188168
threshold=0.093790000000000026 0.15615500000000004 0.086275000000000018 -0.26414499999999996 -0.50597999999999999 -0.11741999999999998 -0.54885499999999998 -0.088174999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -8
right_child=-2 -3 -4 4 6 -7 7 -9
leaf_value=0.00063145079681008122 -0.0018106992176725059 0.0018605619793239845 0.00066088412089279288 -0.00091365748547530255 -0.00050874880939368299 0.00034046514658552304 0.0001691316874014466 8.9073086989054168e-08
leaf_weight=52 63 48 85 71 60 53 900 2404
leaf_count=52 63 48 85 71 60 53 900 2404
internal_value=0 6.96587e-05 4.57188e-05 3.07166e-05 2.1526e-05 -0.000371019 3.62389e-05 4.63836e-05
internal_weight=0 3673 3625 3540 3488 124 3364 3304
internal_count=3736 3673 3625 3540 3488 124 3364 3304
is_linear=0
shrinkage=0.0995203


Tree=6267
num_leaves=17
num_cat=0
split_feature=26 27 18 0 9 21 21 0 0 1 0 0 29 8 12 6
split_gain=0.0132767 0.0122275 0.00285458 0.00602385 0.00289407 0.0061188 0.00562904 0.00244229 0.00909532 0.0181104 0.00521568 0.00225706 0.00205613 0.00232211 0.0018717 0.00192753
threshold=0.5128250000000002 0.11410500000000003 -0.12363 0.048265000000000009 0.089025000000000021 0.10940500000000002 0.11932500000000003 -0.08269 -0.083694999999999992 -0.079434999999999992 -0.082339999999999983 -0.068604999999999985 0.0044100000000000016 -0.083944999999999992 0.082870000000000013 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 4 11 -6 -7 8 12 -10 -9 -1 13 -4 15 -12
right_child=-2 -3 7 -5 5 6 -8 10 9 -11 14 -13 -14 -15 -16 -17
leaf_value=0.00010210262623559636 0.0015980540579396607 -0.0013629400997756625 -4.6157622016516607e-05 0.0013300795470063225 0.0013214331777933552 -0.00076109247407984005 0.00060547870719802009 -0.001120857378479711 0.0024628212285590532 -0.00017955056928582576 -0.00015982695617867504 -0.00073959073632017349 -0.00049454402149303725 0.00019620636423282105 0.00053616050510999662 8.90823937537919e-05
leaf_weight=82 53 63 958 49 51 52 70 47 46 57 919 50 71 658 51 459
leaf_count=82 53 63 958 49 51 52 70 47 46 57 919 50 71 658 51 459
internal_value=0 1.12903e-05 3.54326e-05 0.000303913 0.000136369 0.000405779 1.62956e-05 6.08148e-06 8.44639e-05 0.000992591 -8.84212e-05 -0.000210519 2.85328e-05 5.20211e-05 -5.38913e-05 -7.63233e-05
internal_weight=0 3683 3620 354 305 173 122 3266 1790 103 1476 132 1687 1616 1429 1378
internal_count=3736 3683 3620 354 305 173 122 3266 1790 103 1476 132 1687 1616 1429 1378
is_linear=0
shrinkage=0.0995203


Tree=6268
num_leaves=20
num_cat=0
split_feature=19 17 17 17 3 17 17 3 3 23 9 8 9 1 1 9 26 9 6
split_gain=0.00260937 0.00369986 0.01586 0.00419813 0.00314566 0.00492643 0.00333022 0.00847522 0.0044412 0.0024812 0.00381206 0.00248359 0.00228221 0.00563512 0.00836573 0.00361637 0.00651615 0.00297258 0.00177945
threshold=-1.0000000180025095e-35 -0.089699999999999988 -0.092649999999999996 -0.098644999999999997 0.084855000000000028 -0.15122999999999998 -0.14488499999999999 0.088385000000000033 0.08785500000000003 -0.046924999999999994 -0.063329999999999984 0.11446000000000002 0.097035000000000024 -0.076894999999999991 -0.061135000000000002 0.094685000000000033 0.098495000000000013 0.093535000000000021 -0.065394999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 3 4 5 -2 8 -8 -6 10 -3 12 15 -14 -15 17 -17 -11 -1
right_child=1 9 -4 -5 6 -7 7 -9 -10 11 -12 -13 13 14 -16 16 -18 -19 -20
leaf_value=9.4617452179817751e-05 0 0.00017874608480801589 -0.0018230676850625022 0.0007841027792789188 -0.00090856678318506105 -0.0012486237360651328 0.0014671408988556622 -0.00024375055971732388 -5.5661470225518274e-05 7.853297407732039e-05 -0.0010328538072827595 0.00063427194026585384 -0.0012020036659380301 0.00091333414084452411 -0.00032472305285478306 0.0013504364082480996 -0.00012355507725243992 -0.00058076865970359932 0.00095608797518042935
leaf_weight=54 67 49 55 52 68 60 47 72 574 1909 52 74 47 71 226 60 57 70 46
leaf_count=54 67 49 55 52 68 60 47 72 574 1909 52 74 47 71 226 60 57 70 46
internal_value=0 -1.62457e-05 -0.000179746 -8.27235e-05 -0.000134405 -0.000593607 -5.66955e-05 0.000425101 -0.000147276 4.56528e-05 -0.000436943 6.53667e-05 4.77775e-05 -0.000189055 -2.60001e-05 8.70375e-05 0.000625341 5.47989e-05 0.00049908
internal_weight=0 3610 995 940 888 127 761 119 642 2615 101 2514 2440 344 297 2096 117 1979 100
internal_count=3710 3610 995 940 888 127 761 119 642 2615 101 2514 2440 344 297 2096 117 1979 100
is_linear=0
shrinkage=0.0995203


Tree=6269
num_leaves=14
num_cat=0
split_feature=10 2 26 10 19 18 1 3 19 17 17 3 1
split_gain=0.0042953 0.0041511 0.00849606 0.00380265 0.00223472 0.00236199 0.00237796 0.00215501 0.00176127 0.00252885 0.00267747 0.00261164 0.00124784
threshold=0.09056500000000002 -0.13088999999999998 -0.095449999999999993 0.086165000000000019 0.14061500000000002 0.15891500000000006 -0.048734999999999994 0.10426500000000002 -1.0000000180025095e-35 -0.35269999999999996 -0.17921000000000001 0.12274500000000002 -0.15528499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 8 -7 12 -3 11 -11 -10 -4
right_child=-2 4 3 -5 -6 6 -8 -9 9 10 -12 -13 -14
leaf_value=-0.0016280995866509087 0.00068884574413777819 0.0004486479315851011 -0.00051756703224442862 -0.00080832067362859395 0.00067156216931266112 -0.00087551083124466373 2.4908936522598017e-05 0.00064147605192808714 -0.0001156692357136547 0.00073755438094530034 2.247516237903087e-05 -0.00082371387509980252 0.00015218341829255805
leaf_weight=46 87 91 48 61 50 60 53 52 289 53 2694 64 62
leaf_count=46 87 91 48 61 50 60 53 52 289 53 2694 64 62
internal_value=0 -1.87489e-05 -0.000394986 -0.000136951 1.11823e-05 9.40929e-07 -0.000445946 0.000110796 1.70227e-05 4.0883e-06 3.65698e-05 -0.000246359 -0.000132629
internal_weight=0 3623 269 223 3354 3304 113 162 3191 3100 2747 353 110
internal_count=3710 3623 269 223 3354 3304 113 162 3191 3100 2747 353 110
is_linear=0
shrinkage=0.0995203


Tree=6270
num_leaves=16
num_cat=0
split_feature=10 2 2 3 9 29 2 8 9 18 0 2 8 9 3
split_gain=0.00348243 0.0033667 0.00809094 0.00403849 0.00186144 0.00920439 0.00742935 0.00297657 0.0028101 0.00379623 0.00281838 0.00256787 0.00450998 0.00176865 0.00131524
threshold=0.09056500000000002 -0.13088999999999998 -0.14884499999999998 0.11089500000000001 0.11351500000000002 0.12669500000000003 -0.049174999999999996 0.10528000000000003 0.10153500000000003 -0.25748499999999996 -0.068604999999999985 -0.065059999999999993 -0.045194999999999999 0.094010000000000024 0.084955000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 5 7 11 8 9 -3 -10 -6 -13 14 -1
right_child=-2 4 -4 -5 6 -7 -8 -9 10 -11 -12 12 -14 -15 -16
leaf_value=0.00026819060311721949 0.00062029149329085155 0.0006233330292800376 -0.001513317067391455 -0.0009034001135539379 -0.00043368487087909593 0.0013976518947785026 -0.0010670050173799657 -0.000657429396304559 0 2.1355923238560266e-05 -0.00089899898552770233 -0.00023463196430203198 0.0011185659399636928 0.00060702218581593136 -0.00039193760421883287
leaf_weight=55 87 108 49 48 49 48 76 65 72 2776 64 47 49 53 64
leaf_count=55 87 108 49 48 49 48 76 65 72 2776 64 47 49 53 64
internal_value=0 -1.6838e-05 -0.000355677 -9.41179e-05 1.00938e-05 3.002e-05 -0.000268686 8.47543e-06 2.30789e-05 4.41826e-05 -0.000418425 0.000144098 0.000447536 0.000126969 -7.99571e-05
internal_weight=0 3623 269 220 3354 3133 221 3085 3020 2884 136 145 96 172 119
internal_count=3710 3623 269 220 3354 3133 221 3085 3020 2884 136 145 96 172 119
is_linear=0
shrinkage=0.0995203


Tree=6271
num_leaves=18
num_cat=0
split_feature=10 0 0 9 9 10 20 21 30 17 9 27 3 5 21 21 20
split_gain=0.00282386 0.00294994 0.00658755 0.0141144 0.00440732 0.00244317 0.00302275 0.00754984 0.0023713 0.00455976 0.00226737 0.0110773 0.00931939 0.00295186 0.00271808 0.00348068 0.00238369
threshold=0.09056500000000002 -0.068604999999999985 -0.059114999999999994 0.09235500000000002 0.10407500000000001 0.084475000000000022 -0.079864999999999992 0.092470000000000011 0.095355000000000023 -0.0064000000000000003 0.11351500000000002 -0.015455 0.10259500000000003 0.41370500000000004 0.094640000000000016 0.092595000000000025 -0.08323499999999999
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 6 7 -4 9 -8 11 -1 -12 14 15 -13 -16
right_child=-2 2 5 4 -6 -7 8 -9 -10 -11 12 13 -14 -15 16 -17 -18
leaf_value=0.0015034905984151609 0.0005585600331386208 -0.001943647058005314 0.00029957765202657101 0.00044446365781270852 -0.00072357920203364764 -0.00062432649445781272 0.00032357899111787482 -0.0013669279194902999 0.00083066115533812659 -0.00036604055357136348 0.00057653432293831581 2.8510639380431873e-05 -0.0013409582686096223 0.00065537041956697324 0.00027474202024531608 0.00081755441736103198 -0.00033969721414962595
leaf_weight=51 87 61 60 68 60 61 263 48 46 148 47 2111 53 71 75 57 343
leaf_count=51 87 61 60 68 60 61 263 48 46 148 47 2111 53 71 75 57 343
internal_value=0 -1.51674e-05 -0.00018201 -0.00069711 -9.6661e-05 -2.51845e-05 3.80527e-05 -0.000433512 0.000151286 7.3257e-05 3.29657e-05 5.04215e-05 -0.000431551 2.22223e-05 4.52232e-06 4.96334e-05 -0.000227492
internal_weight=0 3623 815 189 128 626 565 108 457 411 2808 2708 100 2657 2586 2168 418
internal_count=3710 3623 815 189 128 626 565 108 457 411 2808 2708 100 2657 2586 2168 418
is_linear=0
shrinkage=0.0995203


Tree=6272
num_leaves=12
num_cat=0
split_feature=6 2 9 24 17 2 6 17 17 4 4
split_gain=0.0286575 0.00239456 0.00336728 0.00307194 0.00232064 0.00307833 0.00215635 0.00443272 0.00379589 0.00154547 0.00232879
threshold=0.23153500000000005 -0.22383 0.094085000000000016 -0.070455000000000004 -0.54752499999999993 -0.08569499999999998 0.089430000000000023 0.51392000000000015 0.41435500000000008 0.14646500000000004 0.12498500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 9 8 -8 10 -6
right_child=-2 3 -4 4 6 -7 7 -9 -10 -11 -12
leaf_value=-0.00019555608228623452 0.0022778013651553052 -0.00081698323563864984 0.00084176045764403345 0.00016877389706412949 3.2433653064599881e-05 -0.00086349344185869883 -0.00013427338263668025 0.00079786790040523362 -0.001002133337034739 -0.00042819513325978914 0.00041906350485171892
leaf_weight=51 55 48 75 46 2325 71 742 47 54 66 166
leaf_count=51 55 48 75 46 2325 71 742 47 54 66 166
internal_value=0 -1.06029e-05 0.000415397 -2.58889e-05 -1.48593e-05 -0.000450648 0 -0.000137896 -0.000194177 4.56441e-05 5.85273e-05
internal_weight=0 3691 126 3565 3517 117 3400 843 796 2557 2491
internal_count=3746 3691 126 3565 3517 117 3400 843 796 2557 2491
is_linear=0
shrinkage=0.0995203


Tree=6273
num_leaves=10
num_cat=0
split_feature=6 19 8 9 0 4 18 18 17
split_gain=0.0232377 0.0018138 0.00184757 0.00409548 0.00208099 0.00699828 0.00199018 0.0135805 0.00392333
threshold=0.23153500000000005 0.14061500000000002 -0.51030999999999993 -0.26414499999999996 0.12387500000000003 0.10300500000000003 -0.019539999999999998 -0.026374999999999999 0.070205000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 -5 -8
right_child=-2 -3 3 4 5 -7 8 -9 -10
leaf_value=0.00044833088366579536 0.0020511139798265188 0.00057358527844617447 -0.00083109686458585324 -5.5186117560613598e-05 -0.00013557068224139454 0.0013667838847758284 0.00010154370776279161 -0.0015882009933819515 -0.00024569303962729944
leaf_weight=82 55 52 62 1283 90 46 1614 60 402
leaf_count=82 55 52 62 1283 90 46 1614 60 402
internal_value=0 -9.54773e-06 -1.81055e-05 -2.90884e-05 -1.46269e-05 0.00036656 -3.03041e-05 -0.000124285 3.1897e-05
internal_weight=0 3691 3639 3557 3495 136 3359 1343 2016
internal_count=3746 3691 3639 3557 3495 136 3359 1343 2016
is_linear=0
shrinkage=0.0995203


Tree=6274
num_leaves=12
num_cat=0
split_feature=6 2 18 23 25 1 26 26 18 0 26
split_gain=0.0188429 0.00158525 0.00231911 0.00190817 0.00260844 0.00240839 0.00293473 0.0079233 0.00714163 0.0029056 0.00326644
threshold=0.23153500000000005 -0.22383 -0.060544999999999995 -0.046924999999999994 0.097940000000000013 0.0022300000000000006 0.096535000000000024 0.095245000000000024 -0.023444999999999997 -0.050494999999999991 -0.23033499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 -5 -8 10 -7
right_child=-2 3 -4 4 -6 9 8 -9 -10 -11 -12
leaf_value=-0.00019316732709584539 0.0018469867792091376 -0.00047112075496603332 0.00067527949667905713 -3.2090057539965298e-05 -0.00074544013683414438 0.00087845339462403924 -0.00087721342979988118 0.001201184249443039 -1.7553783717330832e-05 0.00069080074580710063 3.2613550317642091e-05
leaf_weight=48 55 91 78 1946 47 48 138 53 319 85 838
leaf_count=48 55 91 78 1946 47 48 138 53 319 85 838
internal_value=0 -8.59753e-06 0.000337946 -2.10752e-05 -9.05084e-06 8.09593e-07 -5.14081e-05 1.98571e-07 -0.000278936 0.000133729 7.93618e-05
internal_weight=0 3691 126 3565 3474 3427 2456 1999 457 971 886
internal_count=3746 3691 126 3565 3474 3427 2456 1999 457 971 886
is_linear=0
shrinkage=0.0995203


Tree=6275
num_leaves=9
num_cat=0
split_feature=20 8 9 35 29 6 1 26
split_gain=0.0156516 0.00148752 0.00328439 0.00160588 0.0022975 0.00193901 0.0027689 0.000774299
threshold=-0.40431 -0.51030999999999993 -0.26414499999999996 -0.076159999999999992 -0.096654999999999991 -0.46637499999999998 0.50462500000000021 -0.084599999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 7 -5 -6 -7 -4
right_child=1 2 3 4 5 6 -8 -9
leaf_value=0.0017312013265075193 0.00041140423558759471 -0.00073525244610678372 -0.00070510221751574173 0.00060701555787406934 -0.00051526396330053067 -4.5448775958157203e-06 0.00072727164520498442 -0.000112576569712181
leaf_weight=52 82 62 46 62 72 3269 52 49
leaf_count=52 82 62 46 62 72 3269 52 49
internal_value=0 -7.34251e-06 -1.70756e-05 -4.30217e-06 6.56391e-06 -4.16684e-06 6.66737e-06 -0.000408101
internal_weight=0 3694 3612 3550 3455 3393 3321 95
internal_count=3746 3694 3612 3550 3455 3393 3321 95
is_linear=0
shrinkage=0.0995203


Tree=6276
num_leaves=13
num_cat=0
split_feature=20 18 1 17 18 10 0 17 0 25 28 17
split_gain=0.0384168 0.00998087 0.0155285 0.00447263 0.00504299 0.00338715 0.00358681 0.00441045 0.00553584 0.00277775 0.0025021 0.0016832
threshold=-0.41270499999999993 0.19545000000000004 -0.038989999999999997 -0.56005499999999986 -0.087529999999999983 0.089800000000000033 -0.014889999999999999 -0.11045499999999998 0.076335000000000014 0.085465000000000027 0.082705000000000015 -0.0064000000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 9 8 -8 10 -5 -9
right_child=1 2 -4 5 -6 -7 7 11 -10 -11 -12 -13
leaf_value=-0.0027972733111939901 1.9364085600409976e-05 0.0020223995384654994 -0.00026318543302014468 1.6932886053874565e-05 -0.0014154980663342606 0.00065350762209355115 -0.0016115384353819959 0.00034336455688292386 -0.00016287033029462516 0.00075653137604412895 0.00072056412489251542 -0.00026274484632428185
leaf_weight=48 49 62 55 3006 46 83 49 73 59 53 51 119
leaf_count=48 49 62 55 3006 46 83 49 73 59 53 51 119
internal_value=0 3.63775e-05 0.000940983 6.65136e-06 -0.000666795 2.52016e-05 9.66845e-06 -0.000318648 -0.000827717 4.16021e-05 2.89394e-05 -2.80333e-05
internal_weight=0 3705 117 3588 95 3493 3410 300 108 3110 3057 192
internal_count=3753 3705 117 3588 95 3493 3410 300 108 3110 3057 192
is_linear=0
shrinkage=0.0995203


Tree=6277
num_leaves=12
num_cat=0
split_feature=20 18 1 17 18 10 0 0 3 8 2
split_gain=0.0311513 0.00807875 0.0126054 0.0036171 0.00409905 0.00274614 0.00300262 0.00296846 0.00310337 0.00294824 0.0018547
threshold=-0.41270499999999993 0.19545000000000004 -0.038989999999999997 -0.56005499999999986 -0.087529999999999983 0.089800000000000033 -0.050054999999999995 -0.053679999999999999 0.15537500000000004 0.099175000000000027 -0.087614999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 8 -5 10 -8
right_child=1 2 -4 5 -6 -7 9 -9 -10 -11 -12
leaf_value=-0.0025188879625446547 1.7436993459706864e-05 0.001821129820764664 -0.00023699315968951827 1.6311559070524386e-05 -0.0012746273580973699 0.00058847044331637548 0.00029649497527902606 0.00082107239338302304 0.00075217989549077123 -0.00085792774564846352 -0.00024666544042262694
leaf_weight=48 49 62 55 2881 46 83 79 48 58 65 279
leaf_count=48 49 62 55 2881 46 83 79 48 58 65 279
internal_value=0 3.27792e-05 0.00084664 6.01213e-06 -0.000599577 2.27169e-05 8.70625e-06 4.40806e-05 3.11122e-05 -0.000239153 -0.000124519
internal_weight=0 3705 117 3588 95 3493 3410 2987 2939 423 358
internal_count=3753 3705 117 3588 95 3493 3410 2987 2939 423 358
is_linear=0
shrinkage=0.0995203


Tree=6278
num_leaves=13
num_cat=0
split_feature=6 18 1 0 9 9 4 27 1 18 18 4
split_gain=0.0261566 0.00754254 0.0127055 0.00245985 0.00286266 0.00259976 0.00196767 0.00382514 0.00181329 0.00165753 0.0059493 0.00240898
threshold=0.23663500000000004 0.19545000000000004 -0.038989999999999997 -0.050054999999999995 0.12912500000000005 0.11640000000000002 0.13954000000000003 -0.0027049999999999995 -0.087484999999999993 -0.17307499999999998 -0.120155 0.10801000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 9 7 -1 -9 -5 -11 -12
right_child=-2 2 -4 5 -6 -7 -8 8 -10 10 11 -13
leaf_value=0.00085241582422021988 -0.0022382690042959149 0.0019139259419748826 -0.00021340756406379479 0.00034498858891357281 0.00066516967365911651 -0.00090217914197497553 -0.0005114718244602943 -0.00016673397403069927 5.4653726980180746e-05 -0.0011809889119688756 0.00016612671771940732 -0.00035618989146101566
leaf_weight=56 51 55 55 64 71 47 66 430 2446 53 210 149
leaf_count=56 51 55 55 64 71 47 66 430 2446 53 210 149
internal_value=0 3.10106e-05 0.000842818 5.92224e-06 4.0141e-05 -0.00019331 2.50657e-05 3.74225e-05 2.12687e-05 -0.000121597 -0.000196063 -4.83762e-05
internal_weight=0 3702 110 3592 3069 523 2998 2932 2876 476 412 359
internal_count=3753 3702 110 3592 3069 523 2998 2932 2876 476 412 359
is_linear=0
shrinkage=0.0995203


Tree=6279
num_leaves=11
num_cat=0
split_feature=20 18 6 17 18 2 6 6 26 11
split_gain=0.0225657 0.00543479 0.0105537 0.00289617 0.00342899 0.00244582 0.00272944 0.00278465 0.0043008 0.00247784
threshold=-0.41270499999999993 0.19545000000000004 0.041585000000000011 -0.56005499999999986 -0.087529999999999983 -0.23128999999999997 0.14653500000000005 0.11642500000000001 0.096980000000000025 -0.23667999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -5 7 9 -9 -7
right_child=1 2 -4 5 -6 6 -8 8 -10 -11
leaf_value=-0.0021438429054503705 2.7169000185097719e-05 -0.0001383110100690415 0.0017534094828383444 0.00063064078088179208 -0.0011535560146858036 0.00062248301754206194 -0.00065006737763294384 0.001019103736677851 -0.00021050012497645569 -7.6898003310387637e-06
leaf_weight=48 49 65 52 64 46 63 61 67 47 3191
leaf_count=48 49 65 52 64 46 63 61 67 47 3191
internal_value=0 2.79104e-05 0.000695457 5.91436e-06 -0.000535934 2.08855e-05 9.26608e-06 2.14508e-05 0.000504981 4.25927e-06
internal_weight=0 3705 117 3588 95 3493 3429 3368 114 3254
internal_count=3753 3705 117 3588 95 3493 3429 3368 114 3254
is_linear=0
shrinkage=0.0995203


Tree=6280
num_leaves=18
num_cat=0
split_feature=22 17 17 17 17 5 3 3 0 9 9 9 5 6 6 26 6
split_gain=0.0241662 0.00201029 0.00422074 0.0198341 0.00595681 0.0041677 0.00334778 0.00615185 0.00333038 0.00292409 0.00721284 0.005853 0.00254601 0.00417639 0.0067264 0.0028591 0.00496083
threshold=0.13264000000000004 0.066010000000000027 -0.0096999999999999986 -0.008454999999999999 -0.012064999999999999 -0.095169999999999991 0.15108000000000005 0.13451500000000002 -0.23032 0.094010000000000024 0.096130000000000021 0.092605000000000021 0.057175000000000011 0.11816500000000002 0.10449000000000003 0.11023000000000002 0.091795000000000015
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 -1 7 8 -5 11 -11 -7 13 14 15 16 -3
right_child=-2 12 3 6 -6 9 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00068180270144938698 -0.0022991632065862862 4.7185577532090242e-05 -0.0020465429352474734 -0.00097379018367366285 0.0010183275420962072 -1.6864184958276959e-05 -0.00085047955848638259 0.00082079209561924471 -0.00010122661608724099 -0.0011164070198928502 -5.7263160647165306e-05 0.00095864982041240913 0.00066646820219947171 -0.0007236630026314384 0.0011730844955166765 0.00065208549116502971 -0.0010348319954109307
leaf_weight=83 47 470 56 46 58 1242 59 70 850 81 307 64 75 62 56 65 46
leaf_count=83 47 470 56 46 58 1242 59 70 850 81 307 64 75 62 56 65 46
internal_value=0 -2.77352e-05 -6.57584e-05 -0.000221835 2.57404e-05 -6.19631e-06 -0.000121345 -7.59643e-05 -0.000146937 -4.03891e-05 -0.000280483 3.03137e-05 0.000114457 5.40574e-05 0.000131039 2.91919e-05 -4.7687e-05
internal_weight=0 3690 2916 1081 1835 1777 1025 966 896 1694 388 1306 774 699 637 581 516
internal_count=3737 3690 2916 1081 1835 1777 1025 966 896 1694 388 1306 774 699 637 581 516
is_linear=0
shrinkage=0.0995203


Tree=6281
num_leaves=20
num_cat=0
split_feature=10 18 18 10 4 9 0 17 5 17 18 5 5 18 3 0 5 5 23
split_gain=0.0148268 0.00341551 0.0201102 0.00442319 0.00363917 0.00519087 0.0063908 0.00583208 0.00830696 0.00457789 0.00353309 0.00744599 0.00705279 0.00249966 0.00756259 0.00473842 0.00369804 0.00418802 0.00222029
threshold=0.091080000000000022 -0.025079999999999998 -0.018629999999999997 0.084800000000000028 0.10739000000000003 0.09296500000000002 -0.052884999999999995 -0.46515999999999996 -0.010764999999999999 -0.53447999999999996 -0.082304999999999989 -0.002715 -0.025879999999999997 0.15374500000000005 0.10871500000000002 -0.086254999999999984 0.063170000000000018 0.19791500000000004 -0.046924999999999994
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 5 9 7 -7 -9 -1 12 -12 -11 16 15 -15 18 -18 -4
right_child=-2 2 3 -5 -6 6 -8 8 -10 10 11 -13 -14 14 -16 -17 17 -19 -20
leaf_value=0.00095871549521307591 -0.0014269253965132123 -0.0017222708650786304 -0.00055766194718913223 -0.00096860261396979357 0.00084165865166286897 -0.00084111798395429473 -0.0010128359460489947 -0.00094650726501322119 0.0005038329278939333 -0.0011767175780200722 0.00091014006866402134 -0.00029678617022319714 0.00010313134287603849 0.00087837764565182471 -0.0012591183683740158 -0.00053853301790883251 0.0011225802549239866 0 -4.4919022733503746e-06
leaf_weight=72 76 73 75 50 63 68 83 49 190 46 140 78 583 46 62 47 61 70 1805
leaf_count=72 76 73 75 50 63 68 83 49 190 46 140 78 583 46 62 47 61 70 1805
internal_value=0 -2.213e-05 -9.67342e-05 -4.2816e-05 0.000101741 6.55042e-05 -0.000237771 -2.55592e-05 0.000203058 0.000195097 0.000129219 0.000474549 8.23193e-06 -2.10671e-05 -0.000406265 0.000153502 8.21534e-06 0.000519777 -2.69953e-05
internal_weight=0 3661 2289 2216 1372 1309 390 307 239 919 847 218 629 2166 155 93 2011 131 1880
internal_count=3737 3661 2289 2216 1372 1309 390 307 239 919 847 218 629 2166 155 93 2011 131 1880
is_linear=0
shrinkage=0.0995203


Tree=6282
num_leaves=13
num_cat=0
split_feature=22 10 10 0 6 6 18 6 3 9 7 9
split_gain=0.0192576 0.00316463 0.00360566 0.00304885 0.00285505 0.0219013 0.00445204 0.00426787 0.00396027 0.00326476 0.0112906 0.0089726
threshold=0.13264000000000004 0.096215000000000023 0.086165000000000019 0.0047200000000000011 0.088315000000000018 0.088915000000000022 0.15374500000000005 0.087575000000000028 0.097880000000000023 0.11351500000000002 0.081185000000000021 0.12188500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 -6 8 9 -7 10 -1 -11
right_child=-2 -3 3 -5 5 6 -8 -9 -10 11 -12 -13
leaf_value=1.2091010893023439e-05 -0.0020478987999573784 0.0007654991177798101 -4.2401825989073447e-05 -0.0011833086215580842 -0.0019384829911501015 -8.2409055853611941e-05 -0.00073590647012742292 0.00075229166547166972 0.00043009602092759119 -0.0015860222837538801 0.0015244114116413972 0.00013558198744609076
leaf_weight=2277 47 50 47 49 64 668 82 81 192 46 50 84
leaf_count=2277 47 50 47 49 64 668 82 81 192 46 50 84
internal_value=0 -2.02277e-05 -3.12456e-05 -0.000633267 -1.4707e-05 -0.000156756 -3.48356e-05 4.12752e-05 3.10588e-05 1.7502e-05 4.49379e-05 -0.000467304
internal_weight=0 3690 3640 96 3544 1006 942 2538 860 2457 2327 130
internal_count=3737 3690 3640 96 3544 1006 942 2538 860 2457 2327 130
is_linear=0
shrinkage=0.0995203


Tree=6283
num_leaves=13
num_cat=0
split_feature=27 10 10 0 6 6 9 7 3 6 18 3
split_gain=0.0187721 0.00242562 0.00260022 0.00288202 0.00235584 0.0182812 0.00372143 0.00981264 0.00773244 0.00339879 0.00279594 0.00307256
threshold=0.11410500000000003 0.096215000000000023 0.086165000000000019 0.0047200000000000011 0.088315000000000018 0.089165000000000022 0.11351500000000002 0.081185000000000021 0.10341500000000002 0.087575000000000028 0.15374500000000005 0.097880000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 9 -8 -1 11 -7
right_child=-2 -3 3 -5 5 10 8 -9 -10 -11 -12 -13
leaf_value=2.0688798436321615e-05 -0.0016558570999321226 0.00068470570500113817 0 -0.0010655455632268939 -0.0015494816256574079 -5.835766384131491e-05 0.00033395249620619808 0.0014818614348981207 -0.0012572602097230272 0.00067742343488275234 -0.00061094323987420846 0.00039505719577685868
leaf_weight=2274 70 49 51 49 83 651 57 48 63 81 70 191
leaf_count=2274 70 49 51 49 83 651 57 48 63 81 70 191
internal_value=0 -1.03335e-05 -1.9973e-05 -0.000520477 -5.51331e-06 -0.000135404 4.53873e-05 7.26943e-05 -0.000494612 4.36247e-05 -5.81245e-06 4.35231e-05
internal_weight=0 3667 3618 100 3518 995 2523 2403 120 2355 912 842
internal_count=3737 3667 3618 100 3518 995 2523 2403 120 2355 912 842
is_linear=0
shrinkage=0.0995203


Tree=6284
num_leaves=11
num_cat=0
split_feature=27 17 6 20 20 1 2 23 0 4
split_gain=0.0173864 0.0110838 0.00440854 0.00235313 0.00341488 0.00307902 0.00241946 0.00288935 0.00186947 0.00163881
threshold=0.11410500000000003 -0.5696199999999999 0.21988000000000005 0.10634000000000003 0.059705000000000015 0.00039500000000000011 0.42136500000000005 -0.046924999999999994 -0.084534999999999985 0.10423500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -3 9 -5
right_child=-2 2 -4 8 5 -7 -8 -9 -10 -11
leaf_value=0.0013233533247658657 -0.0016014639354786035 -0.00063140379085796592 -0.00091686347634618403 -0.00023476765747772524 -0.00015147679327803462 -0.0011968908213435784 -0.00061293095513332597 1.7801451307598014e-06 0.0007757589430757401 0.00052862581775760015
leaf_weight=60 70 73 56 65 74 47 68 3111 61 48
leaf_count=60 70 73 56 65 74 47 68 3111 61 48
internal_value=0 -1.77514e-05 -4.03117e-05 -2.62419e-05 -4.48664e-05 -0.000564313 -2.52871e-05 -1.24799e-05 0.000330089 8.22613e-05
internal_weight=0 3663 3603 3547 3373 121 3252 3184 174 113
internal_count=3733 3663 3603 3547 3373 121 3252 3184 174 113
is_linear=0
shrinkage=0.0995203


Tree=6285
num_leaves=12
num_cat=0
split_feature=22 17 6 9 26 0 9 1 9 5 6
split_gain=0.0160946 0.00903491 0.00344303 0.00286833 0.00575489 0.0096322 0.00443461 0.00384508 0.00309743 0.00224338 0.00390225
threshold=0.13264000000000004 -0.5696199999999999 0.21988000000000005 0.094085000000000016 0.11790500000000002 -0.079564999999999983 0.093175000000000022 -0.49056499999999997 0.092150000000000024 -0.49053999999999998 -0.42102499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 8 -5 -3 -9 -11
right_child=-2 2 -4 7 5 -7 -8 9 -10 10 -12
leaf_value=0.0011916529630802127 -0.0018537404518256873 -4.8121604109032549e-05 -0.00074666110571057281 0.00094895723373370465 0.00018664846748215849 -0.0017087123109404579 -0.00083379127025912764 0.00073064316489286076 0.00049138539934485059 -0.00084234129154364386 9.4536048071809423e-05
leaf_weight=60 48 2442 67 54 50 55 69 49 110 47 682
leaf_count=60 48 2442 67 54 50 55 69 49 110 47 682
internal_value=0 -1.91588e-05 -3.94256e-05 -2.58777e-05 -7.54362e-05 -0.000798363 -4.61626e-05 0.000135514 -2.45462e-05 7.80014e-05 3.30108e-05
internal_weight=0 3685 3625 3558 2726 105 2621 832 2552 778 729
internal_count=3733 3685 3625 3558 2726 105 2621 832 2552 778 729
is_linear=0
shrinkage=0.0995203


Tree=6286
num_leaves=11
num_cat=0
split_feature=10 17 7 20 4 3 7 2 4 20
split_gain=0.0151143 0.0073113 0.00252616 0.00288385 0.00467105 0.00513853 0.00248635 0.002624 0.00370362 0.00300413
threshold=0.096215000000000023 -0.57205499999999987 -0.10984999999999999 -0.14797999999999997 0.10845500000000002 0.098755000000000023 0.082845000000000016 -0.089054999999999995 0.10739000000000003 0.15091500000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -5 -9
right_child=-2 2 3 6 -6 -7 -8 9 -10 -11
leaf_value=0.001180170419846122 -0.0017236396962470501 -0.00066678107985352296 -0.00063607986281410467 0.00013356435617394228 -0.0011954743923085721 0.00067251643731848065 -0.00057053703486971516 -4.0921490517036369e-05 0.0010592528904784279 0.00058889626103617249
leaf_weight=50 52 61 69 436 53 52 74 2761 48 77
leaf_count=50 52 61 69 436 53 52 74 2761 48 77
internal_value=0 -1.46444e-05 -3.13228e-05 -2.02356e-05 -0.000415396 -6.69424e-05 0 1.27206e-05 0.00022706 -2.3545e-05
internal_weight=0 3681 3631 3570 174 121 3396 3322 484 2838
internal_count=3733 3681 3631 3570 174 121 3396 3322 484 2838
is_linear=0
shrinkage=0.0995203


Tree=6287
num_leaves=15
num_cat=0
split_feature=27 17 6 9 9 1 21 26 26 2 1 3 17 3
split_gain=0.0129742 0.00596337 0.00297201 0.0022031 0.00317166 0.00958449 0.0083904 0.00387885 0.00262563 0.00562792 0.0106858 0.00217722 0.00290485 0.00245459
threshold=0.11410500000000003 -0.5696199999999999 0.21988000000000005 0.10526500000000003 0.11296000000000002 0.15045000000000006 0.086835000000000009 0.15222000000000005 0.10393000000000002 -0.072624999999999981 -0.083284999999999984 0.085035000000000013 0.11180000000000002 0.16149500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 6 7 -5 -6 11 10 -10 12 -3 -13
right_child=-2 2 -4 4 5 -7 -8 -9 9 -11 -12 13 -14 -15
leaf_value=0.00097470482916318479 -0.0013770194437286356 -0.00011316100829653025 -0.00074518878819086255 0.0013756698654281865 3.6533760907474179e-05 -0.0011733681465179401 -0.0003268199727427897 0.0010781025460715212 -0.0013459485628933368 -0.0010233743222170255 0.00032479180191857858 4.9948238278920646e-05 -0.00089903275650868677 -0.00051370064443484183
leaf_weight=60 70 498 56 67 112 52 49 53 49 82 167 2287 52 79
leaf_count=60 70 498 56 67 112 52 49 53 49 82 167 2287 52 79
internal_value=0 -8.94835e-06 -2.55561e-05 -1.39638e-05 0.000229345 9.95713e-07 0.000649458 0.00037606 -3.94275e-05 -0.000320899 -5.0429e-05 -1.03818e-05 -0.00018895 3.07822e-05
internal_weight=0 3663 3603 3547 333 217 116 165 3214 298 216 2916 550 2366
internal_count=3733 3663 3603 3547 333 217 116 165 3214 298 216 2916 550 2366
is_linear=0
shrinkage=0.0995203


Tree=6288
num_leaves=11
num_cat=0
split_feature=22 19 10 10 17 0 0 21 0 9
split_gain=0.0456102 0.0177399 0.00230296 0.00482937 0.00322687 0.00235998 0.0175989 0.00360385 0.00315045 0.00245055
threshold=0.13292500000000004 0.14023500000000003 0.086275000000000018 0.090150000000000022 -0.56368999999999991 -0.096019999999999994 -0.097424999999999998 0.094640000000000016 -0.093765000000000001 0.11408000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -6 -7 -10
right_child=-2 -3 3 -5 5 8 -8 -9 9 -11
leaf_value=-0.0007180816261137229 0.0031227763062452178 0.0018902872702292286 0.0010165961552534933 -0.00015451794831339698 5.2363619158598388e-05 0.00058840633057978867 -0.0020147430483041929 -0.00042238833308971461 -5.3472346429511387e-06 -0.00041050785645586646
leaf_weight=75 46 47 60 81 539 84 50 223 2379 158
leaf_count=75 46 47 60 81 539 84 50 223 2379 158
internal_value=0 -3.03605e-05 -5.53233e-05 0.000338023 -7.13667e-05 -5.69996e-05 -0.000205303 -8.54987e-05 -1.07421e-05 -3.09026e-05
internal_weight=0 3696 3649 141 3508 3433 812 762 2621 2537
internal_count=3742 3696 3649 141 3508 3433 812 762 2621 2537
is_linear=0
shrinkage=0.0995203


Tree=6289
num_leaves=19
num_cat=0
split_feature=22 19 18 18 21 21 5 18 26 26 18 26 18 1 1 21 26 30
split_gain=0.0369844 0.0143859 0.00249771 0.0102115 0.00450079 0.0131657 0.00305504 0.00345754 0.00275254 0.00464631 0.00671635 0.00589394 0.00463739 0.0054173 0.010746 0.00527202 0.00274971 0.00188115
threshold=0.13292500000000004 0.14023500000000003 -0.025079999999999998 -0.018629999999999997 0.089005000000000015 0.090585000000000013 0.25642500000000007 -0.013125 0.09271500000000002 0.090385000000000021 -0.082304999999999989 0.089365000000000014 -0.080814999999999984 -0.064534999999999995 -0.072579999999999992 0.10900500000000002 0.083705000000000016 0.084845000000000018
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 -4 6 -6 7 -5 9 11 -11 16 15 14 -14 -10 -1 -7
right_child=-2 -3 3 4 5 17 -8 -9 12 10 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=-2.4192848834502597e-05 0.0028119972447453933 0.0017021655040209249 -0.0013439374149618903 -0.00070311249003688952 -0.0018741349861565065 -0.00024565492468191816 0.00080006659426616611 1.7187187342083185e-05 0.00076690429656152729 -1.6514893682730366e-05 0.0015384164896078073 -0.00093539058322849309 -0.0012049868971123717 -0.0013661193444169674 0.00090988618716253389 -0.00035485849785171563 0.00032921340615004504 0.00026926022583756003
leaf_weight=508 46 47 65 69 49 476 47 1496 77 54 54 55 47 57 48 89 377 81
leaf_count=508 46 47 65 69 49 476 47 1496 77 54 54 55 47 57 48 89 377 81
internal_value=0 -2.73611e-05 -4.98621e-05 -0.000113671 -7.72477e-05 -0.000308506 9.18139e-06 -1.40474e-05 5.61818e-05 0.000134468 0.000753371 6.24891e-05 -0.000199244 -0.000597557 -0.000127802 0.000160546 0.000125429 -0.000169305
internal_weight=0 3696 3649 2283 2218 606 1612 1565 1366 1048 108 940 318 152 95 166 885 557
internal_count=3742 3696 3649 2283 2218 606 1612 1565 1366 1048 108 940 318 152 95 166 885 557
is_linear=0
shrinkage=0.0995203


Tree=6290
num_leaves=14
num_cat=0
split_feature=10 19 18 18 20 20 7 6 18 5 5 26 3
split_gain=0.034171 0.0157014 0.00219328 0.0128841 0.00338285 0.0125488 0.00281736 0.00277153 0.00250138 0.00282061 0.00287554 0.00275567 0.00201274
threshold=0.096215000000000023 0.14071500000000006 -0.020999999999999998 -0.016464999999999997 -0.081564999999999985 -0.083404999999999993 0.07988000000000002 0.095760000000000026 -0.027300000000000001 -0.042209999999999991 -0.025879999999999997 0.096275000000000013 0.093835000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 5 12 7 -6 9 -1 -11 -12 -5
right_child=-2 -3 3 4 6 -7 -8 -9 -10 10 11 -13 -14
leaf_value=0.00056850427571339423 0.0025157534372241279 0.001777591939827104 -0.0016943143893798547 -0.00045165187480173107 3.83407769047796e-05 -0.0018243159340361158 -0.0007136736339139534 -0.00037119609458414728 0.00069664952456539224 -0.00064044539334291988 7.7218584541172321e-05 -0.0003609140047003942 9.3170322515863114e-05
leaf_weight=86 53 47 50 107 1622 50 57 182 56 70 1021 165 176
leaf_count=86 53 47 50 107 1622 50 57 182 56 70 1021 165 176
internal_value=0 -2.92762e-05 -5.28187e-05 -0.00011388 -7.74894e-05 -0.000369804 -2.47439e-05 -2.52236e-06 4.4608e-05 1.67891e-05 -2.03359e-05 1.5574e-05 -0.00010993
internal_weight=0 3689 3642 2244 2194 333 1861 1804 1398 1342 1256 1186 283
internal_count=3742 3689 3642 2244 2194 333 1861 1804 1398 1342 1256 1186 283
is_linear=0
shrinkage=0.0995203


Tree=6291
num_leaves=15
num_cat=0
split_feature=22 19 18 21 17 0 0 21 0 21 18 0 21 17
split_gain=0.0291864 0.009502 0.00178746 0.00523104 0.00376128 0.00469703 0.00298464 0.00296561 0.00243126 0.00253584 0.00625412 0.00364866 0.00112353 0.000877339
threshold=0.13292500000000004 0.13980000000000004 -0.085709999999999995 -0.10962999999999999 -0.56005499999999986 0.12433000000000002 0.047575000000000013 -0.085204999999999989 -0.052884999999999995 0.086155000000000023 -0.10872 -0.085754999999999984 0.091635000000000022 -0.239145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 7 8 -6 9 11 -11 -1 -10 -8
right_child=-2 -3 3 4 5 -7 13 -9 12 10 -12 -13 -14 -15
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leaf_weight=145 46 49 53 57 75 89 48 2499 47 153 95 285 55 46
leaf_count=145 46 49 53 57 75 89 48 2499 47 153 95 285 55 46
internal_value=0 -2.49101e-05 -4.36238e-05 -8.2884e-05 -0.000102234 -8.47734e-05 8.00033e-05 -0.000109621 1.50824e-05 8.42456e-05 0.000338186 -6.03092e-05 -0.000436624 0.00061
internal_weight=0 3696 3647 2773 2720 2663 874 2574 780 678 248 430 102 94
internal_count=3742 3696 3647 2773 2720 2663 874 2574 780 678 248 430 102 94
is_linear=0
shrinkage=0.0995203


Tree=6292
num_leaves=13
num_cat=0
split_feature=18 8 27 10 6 29 5 5 4 5 18 18
split_gain=0.00540638 0.00530251 0.00241484 0.00262339 0.00255818 0.00603124 0.00277617 0.0111768 0.00398412 0.00385313 0.00491297 0.00252816
threshold=0.23251500000000005 -0.078504999999999991 0.11470500000000003 0.090150000000000022 -0.46637499999999998 -0.071919999999999998 -0.088174999999999989 -0.090689999999999993 0.11374000000000002 -0.040404999999999996 0.092545000000000016 -0.091229999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -6 10 -8 -11
right_child=1 -3 -4 -5 6 -7 9 -9 -10 11 -12 -13
leaf_value=0.00050796089294102343 0 -0.0014667673135148227 0.0006513067749395015 -0.00052199254141913499 0.00022179837488109041 -0.00089242235367172887 -0.00056069021047627766 0.001565966599375019 -0.00036938727349039016 -8.9207908055847829e-05 4.5688492573411747e-05 0.00015155532789589712
leaf_weight=47 50 47 64 82 669 84 240 57 135 630 290 1353
leaf_count=47 50 47 64 82 669 84 240 57 135 630 290 1353
internal_value=0 -0.000707825 4.46739e-05 3.3622e-05 4.68542e-05 -0.000383746 6.38155e-05 0.000218091 0.000121514 1.06322e-05 -0.000227354 7.46519e-05
internal_weight=0 97 3651 3587 3505 131 3374 861 804 2513 530 1983
internal_count=3748 97 3651 3587 3505 131 3374 861 804 2513 530 1983
is_linear=0
shrinkage=0.0995203


Tree=6293
num_leaves=21
num_cat=0
split_feature=18 6 27 3 3 18 18 17 17 2 1 6 3 6 6 1 17 17 18 6
split_gain=0.00438051 0.00515414 0.00195761 0.00213347 0.0115075 0.00714441 0.017162 0.00225428 0.00469321 0.00399692 0.00185998 0.0107049 0.00564127 0.0106595 0.00940832 0.00239619 0.00192839 0.00463536 0.00199749 0.00174046
threshold=0.23251500000000005 -0.007045 0.11470500000000003 0.08920500000000002 0.088845000000000021 0.092235000000000025 0.098305000000000017 -0.011809999999999999 -0.0082649999999999998 -0.086609999999999993 -0.07002499999999999 0.11816500000000002 0.091865000000000016 0.089725000000000013 0.10681500000000003 -0.06551499999999999 0.41435500000000008 0.23832000000000006 -0.020999999999999998 0.087515000000000023
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 5 7 -7 9 -9 -1 11 12 13 -5 -14 -12 17 -17 -18 -8
right_child=1 -3 -4 10 -6 6 19 8 -10 -11 15 -13 14 -15 -16 16 18 -19 -20 -21
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leaf_weight=250 46 51 64 47 72 46 49 75 499 395 46 50 410 118 46 1174 60 111 90 49
leaf_count=250 46 51 64 47 72 46 49 75 499 395 46 50 410 118 46 1174 60 111 90 49
internal_value=0 -0.000637096 4.02279e-05 3.02532e-05 0.000124361 5.89603e-05 0.000722036 -1.86971e-05 -0.000162731 0.000108213 -3.21198e-05 -0.000169758 -5.55979e-05 -0.000555154 0.000123367 2.96874e-05 6.44705e-06 4.64226e-05 -0.000330552 -1.40313e-05
internal_weight=0 97 3651 3587 1435 1363 144 1219 574 645 2152 671 621 165 456 1481 1435 1285 150 98
internal_count=3748 97 3651 3587 1435 1363 144 1219 574 645 2152 671 621 165 456 1481 1435 1285 150 98
is_linear=0
shrinkage=0.0995203


Tree=6294
num_leaves=19
num_cat=0
split_feature=21 9 9 26 8 3 3 21 6 2 2 6 2 3 9 4 3 2
split_gain=0.00572586 0.00251217 0.0167007 0.0156359 0.0173209 0.0178499 0.00433023 0.00326222 0.0027535 0.00278301 0.00640997 0.00681161 0.00377335 0.0031898 0.00246071 0.00274971 0.00793715 0.00334686
threshold=0.16638500000000003 0.089150000000000021 0.087825000000000028 0.086685000000000026 -0.090440000000000006 0.08920500000000002 0.14530500000000005 0.12860500000000005 0.12080000000000003 -0.071629999999999985 -0.069129999999999983 0.10538000000000002 -0.07360499999999999 0.091975000000000015 0.08735500000000003 0.11995000000000003 0.13451500000000002 0.14153500000000005
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 -6 8 14 9 12 -11 -12 13 -3 15 17 -17 -1
right_child=-2 6 3 4 5 -7 -8 -9 -10 10 11 -13 -14 -15 -16 16 -18 -19
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leaf_weight=1565 61 310 49 51 65 84 52 74 84 64 196 46 64 625 90 82 114 72
leaf_count=1565 61 310 49 51 65 84 52 74 84 64 196 46 64 625 90 82 114 72
internal_value=0 3.61916e-05 0.000102135 0.000870692 0.00126253 0.00180518 -6.60226e-05 5.89618e-06 -9.99283e-05 -6.3683e-05 0.000197785 -3.31781e-05 -0.000144592 -9.30094e-05 -1.86421e-05 5.86196e-06 -0.000345893 4.8478e-05
internal_weight=0 3687 2246 249 200 149 1441 1997 1389 1305 306 242 999 935 1923 1833 196 1637
internal_count=3748 3687 2246 249 200 149 1441 1997 1389 1305 306 242 999 935 1923 1833 196 1637
is_linear=0
shrinkage=0.0995203


Tree=6295
num_leaves=20
num_cat=0
split_feature=21 0 3 26 9 9 0 3 3 9 3 9 3 3 2 26 17 3 0
split_gain=0.00464343 0.00267218 0.00550345 0.00199959 0.00994107 0.0187402 0.0292569 0.00618634 0.00861622 0.00462727 0.00476585 0.00529063 0.00267999 0.00988226 0.00253783 0.00218978 0.00168143 0.00461685 0.00144112
threshold=0.16638500000000003 -0.229625 0.10502000000000002 0.087625000000000022 0.08895500000000002 0.087825000000000028 -0.083694999999999992 0.084735000000000019 0.08777500000000002 0.090695000000000012 0.092200000000000018 0.089605000000000018 0.089735000000000023 0.090995000000000006 0.41061500000000012 0.08734500000000002 -0.55286000000000002 0.10457000000000002 -0.081195000000000003
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 14 5 7 -7 -5 -9 10 11 -6 -11 -14 15 16 17 -3 -18
right_child=-2 3 -4 4 9 6 -8 8 -10 12 -12 -13 13 -15 -16 -17 18 -19 -20
leaf_value=0 -0.00084254881063451116 0.00025138285667508268 0.0013095498624588681 0.0008097766775859316 -0.00081043627848263299 0 0.0028368873312957484 -0.00072359425387924156 0.00034090709112067209 0.00071198527467082704 -0.0013992197310821837 0.00049774890452272756 -0.0014015586928902192 5.7287417104016692e-05 -0.00066229238073871744 -0.00059703981839768377 -5.1178124346516709e-05 -0.00099593990786646987 0.00013767175688117545
leaf_weight=90 61 57 49 91 68 73 72 134 171 51 48 55 49 742 65 65 1130 59 618
leaf_count=90 61 57 49 91 68 73 72 134 171 51 48 55 49 742 65 65 1130 59 618
internal_value=0 3.26119e-05 0.000460868 1.56034e-05 0.00010041 0.000445084 0.00141344 8.84424e-05 -0.000124091 -8.28582e-05 -0.000554948 -0.00021882 1.20453e-05 -3.20487e-05 -5.00788e-05 -2.90251e-05 -8.77853e-06 -0.000375974 1.51208e-05
internal_weight=0 3687 139 3548 1554 541 145 396 305 1013 171 123 842 791 1994 1929 1864 116 1748
internal_count=3748 3687 139 3548 1554 541 145 396 305 1013 171 123 842 791 1994 1929 1864 116 1748
is_linear=0
shrinkage=0.0995203


Tree=6296
num_leaves=15
num_cat=0
split_feature=13 2 2 27 3 3 3 3 3 21 27 3 38 3
split_gain=0.00410027 0.00396134 0.0262285 0.00420789 0.00290606 0.00609543 0.00386998 0.00421805 0.00599402 0.00377959 0.0028598 0.00262392 0.00467579 0.00381878
threshold=0.089365000000000014 -0.081055000000000002 -0.080604999999999996 -0.01137 0.11125500000000002 0.11741000000000003 0.10749000000000002 0.10426500000000002 0.097880000000000023 0.10384500000000002 0.10734500000000002 0.08400500000000001 -0.07453499999999999 0.086605000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 7 8 9 -1 11 12 -5 -13
right_child=-2 2 3 10 5 -7 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=3.2586089008203134e-05 0.00088970310335075519 -0.0018205499824161156 -0.00076020988154727623 2.8151177181880992e-05 0.0011529412713328073 -5.9954424454428374e-05 -0.00086466814138402989 0.00086546626777873501 -0.00084526149347634609 0.00075189001763103179 0.00060556091858283642 0.00064017763348124578 -0.0010497895629597721 -4.4995761751956887e-05
leaf_weight=1266 48 87 80 91 73 91 46 62 74 77 69 85 69 1533
leaf_count=1266 48 87 80 91 73 91 46 62 74 77 69 85 69 1533
internal_value=0 -3.56053e-05 -0.000130019 -5.32702e-05 7.6491e-05 0.000474941 3.31045e-05 6.15806e-05 2.58293e-05 7.44365e-05 -2.22069e-05 -4.70295e-05 -0.000431595 -8.4949e-06
internal_weight=0 3703 2014 1927 1689 164 1525 1479 1417 1343 1847 1778 160 1618
internal_count=3751 3703 2014 1927 1689 164 1525 1479 1417 1343 1847 1778 160 1618
is_linear=0
shrinkage=0.0995203


Tree=6297
num_leaves=32
num_cat=0
split_feature=6 6 21 10 8 5 17 17 8 2 20 20 5 4 1 1 5 6 1 17 0 0 17 1 26 2 4 5 4 4 21
split_gain=0.00436116 0.0211948 0.0301583 0.00401891 0.00338069 0.00303117 0.00313837 0.00530144 0.00332038 0.00291753 0.00414828 0.00802523 0.0027449 0.00255357 0.00230033 0.00405361 0.00575416 0.00333789 0.00326692 0.00252752 0.0050003 0.00455746 0.00321505 0.0129512 0.0027948 0.00193398 0.00174662 0.00266056 0.00215303 0.00501735 0.000758591
threshold=-0.085609999999999992 -0.088954999999999992 0.090000000000000011 0.089800000000000033 -0.050299999999999997 0.0016150000000000003 -0.017704999999999995 -1.0000000180025095e-35 -0.088520000000000001 -0.083665000000000003 -0.071149999999999991 -0.0009549999999999999 -0.50544999999999984 0.073870000000000019 -0.087484999999999993 -0.083684999999999996 -0.010764999999999999 0.088565000000000019 -0.088694999999999982 0.07134500000000002 -0.071029999999999996 -0.077314999999999981 0.053575000000000012 -0.077634999999999996 0.12086000000000002 -0.022909999999999996 0.10300500000000003 0.26245000000000007 0.094025000000000011 0.086545000000000025 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 2 2 2
left_child=1 4 -3 14 5 6 8 -8 -1 13 -11 -12 -9 -6 18 16 -16 -18 26 22 21 -21 24 -24 -17 -13 28 30 29 -2 -28
right_child=3 2 -4 -5 9 -7 7 12 -10 10 11 25 -14 -15 15 19 17 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31 -32
leaf_value=0.00015426922569273006 -0.00016942771639160578 -7.6404503948044138e-05 -0.0033380482782703722 0.00090528275160110859 0.00066792552096327836 -0.00058577224056345254 -0.00092964280123221615 -0.00037038686354398366 0.0012872890511406979 0.00017225862909112409 -0.0017262348046196917 0.00019429118425376792 0.00032087714255870547 -0.00033903886149644748 0.0012372144443736034 2.6434966450311186e-05 -0.00047662460245606109 0.00066723233320437059 -0.00081478902742633476 -0.00020397565086545356 -0.0011237337053655073 0.00069943681942893833 -0.00049237049939739454 0.001786498408458467 0.00068098841003998059 -0.00055051569517227501 -0.00035220975235005116 0.00082372830361332797 -0.00069872758144505541 0.00088931317586223436 0.00021240553749691802
leaf_weight=59 455 67 49 53 53 55 47 69 48 79 53 51 304 46 71 1081 53 48 61 314 48 67 48 50 69 99 46 52 60 49 47
leaf_count=59 455 67 49 53 53 55 47 69 48 79 53 51 304 46 71 1081 53 48 61 314 48 67 48 50 69 99 46 52 60 49 47
internal_value=0 -0.000190177 -0.00146123 4.67865e-05 -3.62205e-05 0.000113664 0.000188214 6.34749e-05 0.000670191 -0.000267326 -0.000431403 -0.000670358 0.000190808 0.000191774 2.91007e-05 8.95388e-05 0.000550048 5.88854e-05 -0.000114966 4.18189e-05 -0.000165793 -4.29591e-05 0.000113842 0.000661965 6.642e-05 -0.000291824 -5.36008e-05 0.000252519 -0.000133753 -6.48702e-05 -5.80642e-05
internal_weight=0 1079 116 2672 963 582 527 420 107 381 282 203 373 99 2619 1849 172 101 770 1677 429 381 1248 98 1150 150 709 145 564 504 93
internal_count=3751 1079 116 2672 963 582 527 420 107 381 282 203 373 99 2619 1849 172 101 770 1677 429 381 1248 98 1150 150 709 145 564 504 93
is_linear=0
shrinkage=0.0995203


Tree=6298
num_leaves=25
num_cat=0
split_feature=6 6 27 10 5 9 6 22 20 20 3 3 20 9 26 20 20 5 3 3 9 3 20 8
split_gain=0.0035905 0.0283787 0.0057619 0.00326813 0.00216922 0.00501457 0.00327048 0.00341502 0.00124661 0.00188245 0.00296958 0.00350699 0.00263944 0.00569087 0.00703059 0.00319367 0.00249992 0.00116425 0.00352639 0.00468665 0.0043092 0.00243964 0.00372425 0.00113628
threshold=-0.087284999999999988 -0.088954999999999992 -0.0083799999999999986 0.089800000000000033 -0.065999999999999989 0.091885000000000022 -0.10198499999999999 0.079065000000000024 -0.41270499999999993 -0.09280999999999999 0.11523000000000001 0.099655000000000021 -0.081189999999999998 0.08895500000000002 0.084735000000000019 -0.079624999999999987 -0.077394999999999992 -0.46244499999999994 0.11523000000000001 0.12870500000000004 0.088995000000000019 0.085845000000000019 -0.076664999999999997 -0.011315
decision_type=2 2 2 2 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 17 6 7 -6 -2 10 11 23 13 14 -11 -14 -17 18 20 -20 -4 -19 -23 -10
right_child=3 -3 4 -5 5 -7 -8 -9 9 12 -12 -13 15 -15 -16 16 -18 21 19 -21 -22 22 -24 -25
leaf_value=-0.0011075551616460636 0.00053367521392103296 -0.0020688037322326817 0.00072415647651037445 0.00081518888291796368 -0.00092314151896180554 -0.0010252840967153076 0.00047586450636568262 0.00012752219993567522 -0.00040092426430563536 0.00068132011870900044 0.00034108230378016648 -0.001057751673470386 -0.00079002252814954171 0.0012013914509625887 -0.00079769555972269946 0.0006869996429987328 1.2455619958340205e-05 -0.00028413292782312338 -0.001218951682712227 7.482443504066712e-05 -0.00045648791488879747 -8.0737416042127991e-05 0.00060552910931320253 0.0001956289470902958
leaf_weight=47 47 73 85 53 53 59 88 70 71 72 63 62 48 60 57 56 2071 74 47 65 47 124 204 55
leaf_count=47 47 73 85 53 53 59 88 70 71 72 63 62 48 60 57 56 2071 74 47 65 47 124 204 55
internal_value=0 -0.000176804 -3.25313e-05 4.08698e-05 2.17346e-05 -0.000214063 8.89154e-06 -0.000318548 2.51457e-05 1.56928e-05 -0.000242948 -0.000443014 4.35004e-05 0.00040037 2.14556e-05 1.21133e-05 3.06e-05 0.000121555 -4.71729e-05 -0.000460791 0.000297574 0.000226004 0.000343591 -0.000134027
internal_weight=0 1036 963 2715 916 270 211 123 2662 2615 251 188 2364 189 129 2175 2127 646 244 112 132 402 328 126
internal_count=3751 1036 963 2715 916 270 211 123 2662 2615 251 188 2364 189 129 2175 2127 646 244 112 132 402 328 126
is_linear=0
shrinkage=0.0995203


Tree=6299
num_leaves=24
num_cat=0
split_feature=2 8 8 20 8 9 9 21 8 2 2 9 9 8 17 9 8 8 17 17 8 8 5
split_gain=0.00331365 0.00265486 0.0107008 0.0249149 0.00561096 0.004442 0.00867457 0.00405022 0.00314097 0.00794104 0.0255927 0.00271631 0.00637469 0.00520669 0.00260214 0.00251857 0.00435552 0.00204836 0.00177531 0.0052161 0.00387993 0.00291582 0.00232488
threshold=-0.241895 -0.084674999999999986 -0.083390000000000006 -0.080214999999999995 -0.084044999999999995 0.088825000000000029 0.089745000000000033 -0.076335 -0.086304999999999993 -0.082234999999999989 -0.086414999999999992 0.093335000000000015 0.094010000000000024 -0.049499999999999995 -0.0064000000000000003 0.088215000000000016 -0.082419999999999993 -0.086914999999999992 -0.0064000000000000003 -0.00067499999999999993 -0.087844999999999993 -0.091134999999999994 0.24444000000000005
decision_type=2 2 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 7 -7 14 17 10 -10 13 -13 -8 -4 16 -9 18 20 -20 22 -21 -2
right_child=1 2 5 4 -6 6 11 15 9 -11 -12 12 -14 -15 -16 -17 -18 -19 19 21 -22 -23 -24
leaf_value=0.00069805655182126074 -1.1478355008817261e-05 -0.0028358183104379661 -8.4870308615385409e-05 -0.00084995671351482005 0.00060926570253523019 0.0011379685022081787 5.9761838953997567e-05 -0.0011248933547667809 -0.00018756632005230859 -0.0004705038627953034 0.002562914672505317 0.0012224703638957799 4.8365565835779478e-05 -0.00080371482016171488 0.00093209470275155883 -0.00091047959898548139 -0.00015540622023680771 -0.00053396565255893729 -0.000806900280244082 -6.3263760738563039e-05 0.00089035253474873007 0.00053463655040383775 0.00071102170520662513
leaf_weight=63 358 46 48 48 57 74 206 49 87 64 54 49 737 103 49 55 828 63 81 414 68 100 50
leaf_count=63 358 46 48 48 57 74 206 49 87 64 54 49 737 103 49 55 828 63 81 414 68 100 50
internal_value=0 -2.95329e-05 -9.34469e-05 -0.00090409 -5.0011e-05 -3.73842e-05 9.4886e-05 -0.000188446 8.19796e-05 0.000440633 0.000860004 2.3647e-05 0.000122602 -0.000225415 0.000420415 -0.000252693 -0.000210507 1.64218e-05 4.95619e-05 -6.40109e-05 0.000193248 5.14666e-05 7.5057e-05
internal_weight=0 3688 2349 151 105 2198 1169 1029 1339 205 141 1095 786 309 97 932 877 1134 1071 595 476 514 408
internal_count=3751 3688 2349 151 105 2198 1169 1029 1339 205 141 1095 786 309 97 932 877 1134 1071 595 476 514 408
is_linear=0
shrinkage=0.0995203


Tree=6300
num_leaves=24
num_cat=0
split_feature=5 5 3 19 26 26 1 3 2 27 7 23 2 26 26 26 26 3 3 1 2 3 18
split_gain=0.00399882 0.00569457 0.00403647 0.00522769 0.00684847 0.00385202 0.00347581 0.00935313 0.0174093 0.004233 0.00301182 0.00327843 0.00297634 0.00257834 0.00282631 0.00258333 0.00590698 0.00590306 0.00517844 0.004632 0.00190815 0.00224993 0.00145817
threshold=-0.037239999999999995 -0.047864999999999998 0.11896500000000003 0.0069650000000000016 0.0054200000000000012 -0.23202999999999999 -0.081394999999999981 0.090360000000000024 -0.08342999999999999 0.10758500000000003 0.078295000000000017 -0.022119999999999997 0.10674000000000002 0.087745000000000031 0.087170000000000011 0.091195000000000012 0.090275000000000022 0.08895500000000002 0.091865000000000016 -0.090939999999999993 0.096520000000000022 0.083725000000000022 -0.065634999999999985
decision_type=2 2 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 12 4 22 -1 7 8 -7 10 11 -8 13 14 20 16 19 -17 -19 -15 21 -2 -4
right_child=2 -3 3 -5 -6 6 9 -9 -10 -11 -12 -13 -14 15 -16 17 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.00075724768524503233 0.00027699575729233863 0.00095881356545380713 -0.00035866373336750919 -0.00054549536812583711 0.0012676945121869519 -0.00037509519849616469 0.00077500140167430437 -0.00061249970992748243 0.00205171098809326 0.00096691728719280727 -0.00073970459370813072 2.6191484000209394e-05 -0.00074367398226984698 -0.0011115621940112461 0.00060255973535156091 0.0007961398730718639 -0.0012543809531561625 -0.001038030310268989 -5.2812223460392323e-05 -1.1903350539556196e-05 0.00056261982057690752 -0.0001455264350808108 0.00039682614588851581
leaf_weight=51 149 79 49 53 79 50 61 48 69 50 48 1218 74 47 73 65 71 65 294 205 49 744 52
leaf_count=51 149 79 49 53 79 50 61 48 69 50 48 1218 74 47 73 65 71 65 294 205 49 744 52
internal_value=0 0.000132949 -7.38572e-05 0.000315358 0.00057338 9.15307e-05 0.000120097 0.000549557 0.00102517 6.74183e-05 3.29092e-05 6.25449e-05 -0.000123697 -9.71947e-05 5.29519e-06 -0.000237551 -0.000450099 -7.37021e-05 -0.000233475 -0.000220247 -4.01206e-05 -7.41105e-05 2.21961e-05
internal_weight=0 1674 2069 233 180 1595 1544 167 119 1377 1327 1279 1836 1762 1015 747 323 424 359 252 942 893 101
internal_count=3743 1674 2069 233 180 1595 1544 167 119 1377 1327 1279 1836 1762 1015 747 323 424 359 252 942 893 101
is_linear=0
shrinkage=0.0995203


Tree=6301
num_leaves=21
num_cat=0
split_feature=5 5 30 29 5 5 5 26 9 4 26 26 8 4 4 4 4 4 4 0
split_gain=0.00324551 0.00461617 0.00350409 0.00255413 0.00203477 0.011113 0.0116663 0.00233269 0.00316626 0.00216199 0.00199649 0.00319974 0.00269626 0.00189551 0.00383107 0.00367358 0.00314196 0.00248255 0.00570103 0.00129541
threshold=-0.037239999999999995 -0.047864999999999998 0.11592000000000002 0.097185000000000021 -0.092864999999999989 -0.097345000000000001 -0.095169999999999991 -0.088059999999999986 0.11408000000000003 0.10210500000000002 0.086095000000000019 0.084355000000000027 -0.052214999999999998 0.10876500000000001 0.10386500000000003 0.10022000000000002 0.11834000000000001 0.094025000000000011 0.085990000000000025 -0.10096999999999999
decision_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 13 5 7 -7 19 -9 10 11 -6 -12 14 15 17 -15 18 -2 -1
right_child=3 -3 -4 -5 9 6 -8 8 -10 -11 12 -13 -14 16 -16 -17 -18 -19 -20 -21
leaf_value=0.00013424829141576894 -0.00012227019458412879 0.00086339223017005667 -0.00075290280053047986 0.00066471468851220206 -9.8542817078523038e-05 0.0023391382629784031 0.00010256852431095782 7.3832856279646927e-05 -0.00077134540417960948 0.00055023316067167531 -7.6354063777913297e-05 -0.0010147974813704106 0.00061483914571116476 0.00083854692826835706 -0.00077622785931046978 0.0007516188134835402 -0.00012383637051349236 -0.00080402463599764124 0.00076976555734831339 0.00082381297145897353
leaf_weight=55 1631 79 48 46 147 47 47 657 47 58 309 52 68 57 82 51 79 49 74 60
leaf_count=55 1631 79 48 46 147 47 47 657 47 58 309 52 68 57 82 51 79 49 74 60
internal_value=0 0.000119718 8.23705e-05 -6.65856e-05 0.000108816 0.000204035 0.00122956 8.53309e-05 1.62447e-05 -2.70128e-05 -8.65595e-05 -0.00034208 4.6146e-05 -8.3619e-05 -0.000109791 -7.90615e-05 0.000273496 -0.000103681 -8.30741e-05 0.00050114
internal_weight=0 1674 1595 2069 1547 913 94 819 704 634 576 199 377 2023 1887 1805 136 1754 1705 115
internal_count=3743 1674 1595 2069 1547 913 94 819 704 634 576 199 377 2023 1887 1805 136 1754 1705 115
is_linear=0
shrinkage=0.0995203


Tree=6302
num_leaves=25
num_cat=0
split_feature=5 5 3 9 3 6 3 19 26 20 1 8 26 6 9 3 3 17 3 6 5 6 6 3
split_gain=0.00263374 0.00374075 0.00326385 0.00639162 0.00941865 0.00362886 0.00305808 0.00425008 0.00564861 0.00288458 0.00281289 0.0115282 0.00245629 0.00292758 0.00277388 0.00394629 0.00415978 0.00234632 0.00198734 0.00714417 0.00516765 0.00206395 0.00593363 0.00349185
threshold=-0.037239999999999995 -0.047864999999999998 0.12015500000000003 0.11408000000000003 0.14940500000000004 -0.217 0.11896500000000003 0.0069650000000000016 0.0054200000000000012 -0.064180000000000001 -0.081744999999999998 -0.088734999999999994 0.11861500000000001 0.11690000000000002 0.10526500000000003 0.11462500000000002 0.11125500000000002 0.26760500000000004 0.10871500000000002 -0.083069999999999991 -0.46834999999999999 -0.095814999999999997 -0.101065 0.10057000000000002
decision_type=2 2 2 2 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 5 -4 12 8 9 -8 11 -1 13 14 15 16 -2 -15 21 20 -20 22 -12 -23
right_child=6 -3 3 -5 -6 -7 7 -9 -10 -11 18 -13 -14 17 -16 -17 -18 -19 19 -21 -22 23 -24 -25
leaf_value=0.0015912424913875946 -7.6243124272866935e-05 0.00077746721617919672 -2.4354625115669895e-05 -0.0013061960256569157 0.00085272232926489452 -0.0010077354104253832 0.00050469038697163781 -0.00049673684960190197 0.0011421589846699765 -0.00056282235228323377 5.806460248278498e-05 -0.0002276722714123036 -0.00072599173115945345 -0.00012636560472483813 0.00063190700649702234 -0.00088020769260252225 0.00076147793399587173 -0.001087642451442025 0.00062059177859479626 0.0011842920004582586 -0.00083090714082598746 2.2055843698756287e-05 0.0012419898159805271 -0.00066164170497853337
leaf_weight=61 1494 79 83 46 80 70 55 53 79 46 271 78 61 55 57 58 61 50 46 69 51 606 50 84
leaf_count=61 1494 79 83 46 80 70 55 53 79 46 271 78 61 55 57 58 61 50 46 69 51 606 50 84
internal_value=0 0.000107901 7.4224e-05 -0.000233867 -1.86486e-05 -0.000479618 -5.99197e-05 0.000278768 0.00051166 1.03912e-05 0.000140163 0.000564667 -0.000103347 -8.14881e-05 -4.89053e-05 -7.34712e-05 -4.28543e-05 -0.000591913 8.93351e-05 0.000408959 -0.000134128 3.60451e-05 0.000245027 -5.99905e-05
internal_weight=0 1674 1595 279 233 153 2069 233 180 101 1316 139 1836 1775 1670 1613 1555 105 1177 166 97 1011 321 690
internal_count=3743 1674 1595 279 233 153 2069 233 180 101 1316 139 1836 1775 1670 1613 1555 105 1177 166 97 1011 321 690
is_linear=0
shrinkage=0.0995203


Tree=6303
num_leaves=28
num_cat=0
split_feature=5 11 5 6 0 1 1 2 2 6 17 9 1 1 1 6 5 5 2 2 20 9 21 20 9 2 9
split_gain=0.00229423 0.00382693 0.00315443 0.0153653 0.0039172 0.00261897 0.0106428 0.00735558 0.00280187 0.00831266 0.00736184 0.00415603 0.00267259 0.00741189 0.00440994 0.00732146 0.00363506 0.00248144 0.0023986 0.00606089 0.00341139 0.004153 0.00343736 0.00289804 0.00193884 0.00430169 0.00202919
threshold=-0.0087549999999999989 -0.37931999999999999 -0.0063549999999999995 0.085955000000000018 -0.14731999999999998 -0.080689999999999998 -0.082039999999999988 -0.082084999999999991 -0.083974999999999994 0.088750000000000023 -0.0065549999999999992 0.083925000000000013 -0.064534999999999995 -0.047889999999999995 -0.073104999999999989 0.096575000000000022 -0.068984999999999991 -0.0050400000000000002 -0.073884999999999992 -0.076254999999999989 -0.074014999999999984 0.094685000000000033 0.090000000000000011 -0.083495 0.11640000000000002 -0.049174999999999996 0.10744000000000002
decision_type=2 2 2 2 2 2 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 6 8 -8 9 11 -10 -3 14 -14 15 16 -7 -6 19 23 22 -22 -20 -19 26 -26 -15
right_child=2 5 4 -5 17 12 7 -9 10 -11 -12 -13 13 24 -16 -17 -18 18 20 -21 21 -23 -24 -25 25 -27 -28
leaf_value=-0.00081864563601759396 0.00045095192530805809 0.00084545758955676385 -0.00084866895608714393 -0.0019301783498962598 0.00071193258037505593 -8.6995852810176484e-05 0.002097510123052536 0.00033081247414908652 0.0011387755435771157 -0.001308982851655029 -0.00028845057690744336 -0.00020419477626000115 0.001328885572526569 5.3237775683804032e-05 -0.001090143058169703 0.0010639111486719444 -0.0010923790773528733 -0.00057227649773865556 8.5171322499659683e-05 -0.0012195344448409679 0.00028673507714739967 -0.00039749918952222853 0.0012595445698871017 4.8749478959430843e-06 0.0011896187985086691 -9.2186753535316543e-05 -0.00049742214864416563
leaf_weight=46 60 58 57 48 46 168 49 47 69 49 73 103 47 1205 49 47 46 98 53 48 214 149 49 692 46 57 70
leaf_count=46 60 58 57 48 46 168 49 47 69 49 73 103 47 1205 49 47 46 98 53 48 214 149 49 692 46 57 70
internal_value=0 7.77899e-05 -8.08858e-05 -0.000599749 -4.04478e-05 9.70546e-05 0.000311851 0.00124109 5.60957e-05 -0.000172075 0.000399296 0.000168856 4.11195e-05 9.91281e-05 -0.000222892 -5.69384e-05 -0.000306932 -5.69074e-06 -3.16534e-05 -0.000132753 0.000148784 3.6234e-06 0.000657357 -6.56848e-05 5.65901e-05 0.000472323 2.23634e-05
internal_weight=0 2229 1514 108 1406 2183 448 96 352 210 142 161 1735 1425 310 261 214 1349 1303 838 465 363 102 790 1378 103 1275
internal_count=3743 2229 1514 108 1406 2183 448 96 352 210 142 161 1735 1425 310 261 214 1349 1303 838 465 363 102 790 1378 103 1275
is_linear=0
shrinkage=0.0995203


Tree=6304
num_leaves=18
num_cat=0
split_feature=10 20 2 2 7 7 4 1 2 2 2 20 0 20 0 0 6
split_gain=0.0287372 0.00622938 0.00368463 0.0100942 0.00288963 0.00466092 0.00349908 0.00271118 0.014189 0.0249707 0.00415842 0.00364041 0.00242371 0.00466898 0.00434964 0.00413419 0.00380346
threshold=0.096215000000000023 -0.24910499999999999 -0.096314999999999998 -0.10077999999999999 0.082845000000000016 0.056805000000000015 0.10210500000000002 0.05309500000000001 -0.079604999999999995 -0.082084999999999991 -0.075429999999999983 -0.048779999999999997 -0.096019999999999994 -0.085349999999999995 -0.093765000000000001 -0.1021 0.11884000000000002
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 12 9 -9 -10 -12 13 -4 -14 -15 -16
right_child=-2 2 7 -5 -6 -7 -8 8 10 -11 11 -13 14 15 16 -17 -18
leaf_value=0.00095345442504932197 0.0023645467588053904 0.00014300735006316539 -0.0010686960381557867 -0.0013064611857436905 -0.00077880837208621088 0.00097477890958212732 -0.00057651480077359964 -0.00010987743434532569 -0.00065214230226903259 0.0027946911874452249 0.00052392438102378245 -4.5944949882179395e-05 0.0009489290518423241 0.00014299589377147546 -1.4379115971154894e-05 -0.0007295214590541582 0.00058705806749413171
leaf_weight=71 53 204 57 75 47 47 99 63 78 54 159 361 51 210 1927 72 110
leaf_count=71 53 204 57 75 47 47 99 63 78 54 159 361 51 210 1927 72 110
internal_value=0 3.01426e-05 1.17769e-05 -0.000247194 -4.50182e-05 5.11805e-05 -8.93824e-05 5.09407e-05 0.000221265 0.0012237 2.37684e-05 0.000126729 4.25422e-07 -0.000246054 4.08349e-05 -7.68717e-05 1.76972e-05
internal_weight=0 3685 3614 472 397 350 303 3142 715 117 598 520 2427 339 2088 282 2037
internal_count=3738 3685 3614 472 397 350 303 3142 715 117 598 520 2427 339 2088 282 2037
is_linear=0
shrinkage=0.0995203


Tree=6305
num_leaves=13
num_cat=0
split_feature=27 20 18 17 3 18 18 5 17 1 36 5
split_gain=0.0234161 0.00511027 0.00435852 0.0059597 0.00336681 0.0167661 0.00302417 0.00269397 0.017048 0.00365052 0.00242784 0.00122406
threshold=0.11470500000000003 -0.24910499999999999 0.22074500000000005 -0.026504999999999997 0.081685000000000021 -0.067359999999999989 0.14994000000000005 -0.11065499999999999 -1.0000000180025095e-35 0.091025000000000009 0.08605500000000002 -0.41880499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 8 -6 -9 11 -7
right_child=-2 2 3 -5 6 10 -8 9 -10 -11 -12 -13
leaf_value=0.00085918529566954792 0.0018871745190813926 -0.0019189418228705564 -0.0014554615242803814 0.00012310235064056066 0.0018985799447828946 -2.3813342761700537e-05 0.0007250692520017212 1.0366863506602762e-05 5.8447020432471515e-05 -0.00086561876452646348 -0.00031518172190089208 0.00061026656149667559
leaf_weight=71 68 52 47 46 55 46 65 2527 547 48 90 76
leaf_count=71 68 52 47 46 55 46 65 2527 547 48 90 76
internal_value=0 2.29917e-05 6.26806e-06 -0.000665864 2.43305e-05 -0.000316989 5.23771e-05 3.83565e-05 0.000227925 -5.64429e-06 7.20814e-05 0.000364477
internal_weight=0 3670 3599 93 3506 264 3242 3177 602 2575 212 122
internal_count=3738 3670 3599 93 3506 264 3242 3177 602 2575 212 122
is_linear=0
shrinkage=0.0995203


Tree=6306
num_leaves=15
num_cat=0
split_feature=22 20 18 17 20 20 5 1 17 2 2 17 2 6
split_gain=0.0214887 0.003924 0.00370063 0.00462928 0.00334661 0.0244384 0.00348132 0.00573293 0.00457386 0.00319214 0.0180224 0.00299525 0.0022675 0.00206957
threshold=0.13191500000000003 -0.24910499999999999 0.23251500000000005 -0.026504999999999997 -0.081945000000000004 -0.08267999999999999 -0.025879999999999997 0.00095500000000000023 -0.00095 -0.096664999999999987 -0.10077999999999999 -0.54752499999999993 -0.24163499999999999 0.11884000000000002
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 -3 -8 10 12 -11 -6 -13
right_child=-2 2 3 -5 9 -7 8 -9 -10 11 -12 13 -14 -15
leaf_value=0.00074658082286708843 0.0021438091164967476 -0.00097464916888865497 -0.0012511536390291868 0.00011085126486381843 -0.00052014007563070904 0.0024218503964737468 8.1474843202621576e-05 0.00015338514784521396 0.0011118351403224891 -0.0007158515992439974 -0.0020064784073891124 2.1552217102961581e-05 0.00012108671294268918 0.00049820543070026684
leaf_weight=73 48 74 51 46 69 47 276 110 51 53 52 2433 261 94
leaf_count=73 48 74 51 46 69 47 276 110 51 53 52 2433 261 94
internal_value=0 2.40426e-05 9.2337e-06 -0.000596815 2.6167e-05 0.000249827 4.84494e-05 -0.000295832 0.000244677 -1.5691e-05 -0.000284353 2.37704e-05 -1.05073e-05 3.96068e-05
internal_weight=0 3690 3617 97 3520 558 511 184 327 2962 382 2580 330 2527
internal_count=3738 3690 3617 97 3520 558 511 184 327 2962 382 2580 330 2527
is_linear=0
shrinkage=0.0995203


Tree=6307
num_leaves=19
num_cat=0
split_feature=10 3 3 17 2 26 26 26 21 17 2 2 2 21 29 3 38 4
split_gain=0.0229443 0.00346479 0.0157258 0.00206006 0.00581998 0.00168803 0.00443438 0.00386319 0.00956181 0.00288614 0.00286909 0.0120669 0.00924567 0.00233537 0.00389164 0.00168457 0.0015232 0.00230812
threshold=0.096215000000000023 0.081685000000000021 0.07728500000000002 -0.55157999999999996 -0.08569499999999998 0.087435000000000027 0.087675000000000017 0.084535000000000013 0.08846500000000003 0.11180000000000002 -0.082644999999999982 -0.083254999999999982 -0.081604999999999997 -0.070074999999999985 0.093650000000000025 0.10525500000000003 -0.080750000000000002 0.11541000000000003
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 -3 7 -7 13 9 -9 11 -8 -12 15 -15 -5 -1 -18
right_child=-2 3 -4 5 -6 6 10 8 -10 -11 12 -13 -14 14 -16 -17 17 -19
leaf_value=-0.00030825577404643042 0.0021025058781847217 0.00015515203037665232 -0.001900390573720224 -5.2071954672152078e-05 -0.0012029729509567654 -0.00092913917153679036 3.683402666200452e-05 0.00027265473295176687 0.0013813701377833353 -0.00055787768160735804 -0.00093070781204210545 0.0017047543503014649 2.8502552749861445e-05 4.4500577431550889e-05 0.00088917067438249928 -0.00075946792929496227 -0.00015759669631852628 0.0006436024554915573
leaf_weight=79 53 84 51 87 49 51 358 324 78 47 111 49 951 1112 57 57 70 70
leaf_count=79 53 84 51 87 49 51 358 324 78 47 111 49 951 1112 57 57 70 70
internal_value=0 1.66517e-05 -0.000326187 4.39973e-05 -0.000339055 5.97696e-05 -1.66e-05 0.000126115 0.000378322 0.000165232 1.45239e-05 0.000239652 -7.09831e-05 3.92451e-05 8.63867e-05 -0.000337768 3.6671e-05 0.000237156
internal_weight=0 3685 270 3415 133 3282 1520 1762 449 371 1469 407 1062 1313 1169 144 219 140
internal_count=3738 3685 270 3415 133 3282 1520 1762 449 371 1469 407 1062 1313 1169 144 219 140
is_linear=0
shrinkage=0.0995203


Tree=6308
num_leaves=25
num_cat=0
split_feature=2 2 8 0 3 3 2 5 1 2 8 5 17 17 0 1 17 1 0 9 4 8 27 17
split_gain=0.0153163 0.1104 0.00677819 0.0159047 0.00287396 0.00382112 0.00327229 0.0177235 0.0288111 0.00526195 0.0032518 0.00235581 0.0044505 0.00640226 0.00548688 0.00225423 0.002625 0.0039249 0.00228663 0.00156289 0.00397646 0.00259917 0.00211108 0.00139967
threshold=-0.11700999999999999 -0.14091999999999996 0.11023500000000003 -0.057604999999999996 0.087625000000000022 0.087385000000000032 -0.083974999999999994 -0.012464999999999999 -0.008005 -0.097424999999999998 -0.079585000000000003 0.066275000000000014 -0.068169999999999994 -0.026504999999999997 -0.08269 0.51136500000000018 0.40057000000000009 -0.068094999999999989 -0.082224999999999993 0.09550500000000002 0.10724500000000002 0.093085000000000015 0.078330000000000025 -0.16408999999999999
decision_type=2 2 2 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 4 -4 5 11 7 8 -6 -9 -11 12 14 -14 -2 16 18 -18 -8 21 -21 22 -1 -13
right_child=2 -3 3 -5 6 -7 15 9 -10 10 -12 23 13 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25
leaf_value=-0.00056814728503249313 -0.00078489752142849164 -0.0052005833440084753 0.0020027718845060292 -0.00046066138116396867 -0.0026512780166922062 0.00086691119237221814 0.00014177489264573446 0.0010229855457143506 0.00022828012500910509 0.00023215672266190869 -0.00060100752793166927 0.00010560110572372099 0.0011893405278141796 3.2793690125007958e-05 0.00020767475392701902 -0.00059543027724089461 0.00028469316322442836 -0.00057864472132439942 -9.8213753256860359e-05 -0.00084986056529236101 0.00033313048747969572 0.00068311011171088632 0.00020639147734971642 0.00089679849004753356
leaf_weight=57 136 47 52 51 72 60 758 52 65 113 78 46 52 558 91 73 72 180 815 64 49 60 88 48
leaf_count=57 136 47 52 51 72 60 758 52 65 113 78 46 52 558 91 73 72 180 815 64 49 60 88 48
internal_value=0 -0.000698389 -1.94036e-05 0.000775066 -4.46863e-05 9.63574e-05 -0.000106404 -0.000373332 -0.00127909 0.000133952 -0.000103802 4.58183e-05 -6.26901e-06 0.000132727 -0.000383388 -5.25308e-05 -3.03662e-05 -0.000328728 1.6912e-05 -3.03955e-05 -0.000329638 0.000130559 -9.24368e-05 0.000518326
internal_weight=0 365 3372 103 3269 991 2278 380 137 243 191 931 837 610 227 1898 1825 252 1573 318 113 205 145 94
internal_count=3737 365 3372 103 3269 991 2278 380 137 243 191 931 837 610 227 1898 1825 252 1573 318 113 205 145 94
is_linear=0
shrinkage=0.0995203


Tree=6309
num_leaves=26
num_cat=0
split_feature=2 2 4 17 18 18 3 3 5 3 3 17 6 5 2 17 0 0 3 21 0 18 4 8 5
split_gain=0.012415 0.0895288 0.00667388 0.00212314 0.00934185 0.0181966 0.00348299 0.0139323 0.00776962 0.00492277 0.0030963 0.00239794 0.00611731 0.00313225 0.00767937 0.00456352 0.00258456 0.00545273 0.00518894 0.0106729 0.00347135 0.00196775 0.00232475 0.00699108 0.00119271
threshold=-0.11700999999999999 -0.14091999999999996 0.15834500000000004 -0.000475 -0.077844999999999998 -0.087989999999999985 0.092735000000000026 0.091715000000000033 -0.015214999999999999 0.093835000000000016 0.09587500000000003 -0.013125 -0.092034999999999992 -0.011514999999999999 -0.082954999999999987 -0.0090649999999999984 -0.080674999999999983 -0.079805000000000001 0.10850000000000003 0.10384500000000002 -0.078479999999999994 -0.13579499999999997 0.10801000000000002 0.099175000000000027 0.073820000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 3 11 5 -5 7 8 -6 -8 -11 16 -13 14 -14 -15 18 -18 19 -2 -19 -1 23 24 -23
right_child=2 -3 -4 4 6 -7 9 -9 -10 10 -12 12 13 15 -16 -17 17 20 -20 -21 -22 22 -24 -25 -26
leaf_value=-0.00060189986564460724 7.2865281297386671e-05 -0.0046830205390893786 0.0011597907347937891 0.00033804587264158652 -0.00016310816246562718 -0.0018791632301019766 -0.001082124950754235 0.0018037769090098734 0.0012107929888315971 0.00049530008085006433 -0.0001649537654664219 -0.00076875594292896297 0.0017642291981887967 0.00073691762535737257 0.00029893091329659773 -0.00050480778058385181 -0.0010705359548185936 0.00069200678389839899 -0.00068071335571753052 0.0014710987668043855 -0.00013716436789519256 0.00012005699243092324 -0.00039282934973548057 0.0012493359905733283 -0.00047220915456512672
leaf_weight=50 670 47 47 66 358 81 54 47 46 78 681 48 49 52 135 67 59 54 75 59 646 89 74 52 53
leaf_count=50 670 47 47 66 358 81 54 47 46 78 681 48 49 52 135 67 59 54 75 59 646 89 74 52 53
internal_value=0 -0.000628662 -1.73276e-05 -3.42128e-05 -0.000126957 -0.000878113 -3.89516e-05 0.000181999 -4.64745e-06 -0.000162528 -9.6023e-05 3.37304e-05 0.000268947 0.000436037 0.000693596 3.09158e-05 -1.8568e-05 -0.000150727 0.000105175 0.000187151 -7.20302e-05 -2.68582e-05 7.73712e-05 0.000260946 -9.52352e-05
internal_weight=0 365 3372 3325 1411 147 1264 451 404 813 759 1914 351 303 184 119 1563 759 804 729 700 318 268 194 142
internal_count=3737 365 3372 3325 1411 147 1264 451 404 813 759 1914 351 303 184 119 1563 759 804 729 700 318 268 194 142
is_linear=0
shrinkage=0.0995203


Tree=6310
num_leaves=14
num_cat=0
split_feature=2 2 30 36 2 24 18 4 8 1 18 18 2
split_gain=0.0100766 0.0725863 0.00585564 0.00223528 0.00297681 0.00176864 0.00159443 0.0018862 0.00566741 0.00178913 0.00157113 0.00537109 0.00497344
threshold=-0.11700999999999999 -0.14091999999999996 -1.0000000180025095e-35 0.088355000000000031 0.42136500000000005 0.083550000000000027 -0.13579499999999997 0.10801000000000002 0.099175000000000027 -0.17548999999999998 -0.019539999999999998 -0.015440000000000001 -0.097424999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 4 5 10 -1 8 9 -8 12 -12 -4
right_child=2 -3 3 -5 -6 -7 7 -9 -10 -11 11 -13 -14
leaf_value=-0.00054199863450790273 0.0010991391409916815 -0.0042169654165527511 0.00068861934124344226 0.00046288272803604813 -0.00071214312202196343 -0.00059093302857398625 -0.00050822796300187669 -0.00035373499123324834 0.0011250017738338369 0.00020567176059179234 0.0010444312378411515 8.2055650104357906e-06 -0.00015616074436707245
leaf_weight=50 46 47 73 88 65 55 59 74 52 83 51 1805 1189
leaf_count=50 46 47 73 88 65 55 59 74 52 83 51 1805 1189
internal_value=0 -0.000566321 -1.55307e-05 -3.11932e-05 -4.48736e-05 -3.09464e-05 -2.41853e-05 6.93672e-05 0.000234976 -8.51836e-05 -2.08059e-05 3.71205e-05 -0.000106646
internal_weight=0 365 3372 3326 3238 3173 318 268 194 142 3118 1856 1262
internal_count=3737 365 3372 3326 3238 3173 318 268 194 142 3118 1856 1262
is_linear=0
shrinkage=0.0995203


Tree=6311
num_leaves=23
num_cat=0
split_feature=18 2 4 17 18 23 10 2 18 9 9 3 2 4 21 2 18 18 4 2 0 3
split_gain=0.0082829 0.0350996 0.0579335 0.00788685 0.0146362 0.00740936 0.00224222 0.00258179 0.00722044 0.00599289 0.00450259 0.00641866 0.00366842 0.00266127 0.0024925 0.00234859 0.00213101 0.00419062 0.00243981 0.00422846 0.00531983 0.00260499
threshold=-0.077844999999999998 -0.11700999999999999 0.087965000000000029 -0.000475 -0.087989999999999985 -0.068919999999999995 0.091080000000000022 -0.086050000000000001 -0.015979999999999998 0.08758500000000001 0.084675000000000014 0.083725000000000022 -0.085374999999999993 0.079225000000000018 -0.085204999999999989 -0.084154999999999994 -0.087989999999999985 -0.085454999999999989 0.084755000000000025 -0.071344999999999992 -0.08076499999999999 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
left_child=1 2 -1 16 -5 -2 7 8 9 -7 11 -10 -9 -12 -14 -16 18 -18 19 20 -3 -20
right_child=5 3 -4 4 -6 6 -8 12 10 -11 13 -13 14 -15 15 -17 17 -19 21 -21 -22 -23
leaf_value=-0.0046727795691377354 0.0012817561056886471 0.00029715487894766221 6.0967841954627194e-05 0.00031106514471201127 -0.0016766073269665223 0.001807873200115002 -0.00059361471697132293 -0.00085998409209976407 0.00048187500644176573 0.00020520060727915036 0.00056722776950989028 -0.00082157955353352524 -0.00066614342452166024 -0.00013193243526022903 0.00051570609269110869 -9.9470137561845288e-06 0.0009317236124473272 -0.00011750238815795726 4.4358893997478651e-05 0.00064694236952122044 -0.0004078510506147706 -0.00086197936595084875
leaf_weight=46 46 187 57 66 81 47 60 51 57 48 152 106 55 81 88 1901 68 82 54 91 243 70
leaf_count=46 46 187 57 66 81 47 60 51 57 48 152 106 55 81 88 1901 68 82 54 91 243 70
internal_value=0 -0.000300478 -0.00204519 -0.00010884 -0.000778614 2.94325e-05 7.35181e-06 2.16119e-05 0.000227189 0.00100672 3.81134e-05 -0.000360748 -2.6178e-05 0.000320659 -4.97311e-06 1.28981e-05 1.39758e-05 0.000352689 -6.35256e-05 2.94279e-05 -9.93517e-05 -0.000460682
internal_weight=0 1045 103 942 147 2692 2646 2586 491 95 396 163 2095 233 2044 1989 795 150 645 521 430 124
internal_count=3737 1045 103 942 147 2692 2646 2586 491 95 396 163 2095 233 2044 1989 795 150 645 521 430 124
is_linear=0
shrinkage=0.0995203


Tree=6312
num_leaves=12
num_cat=0
split_feature=18 0 4 20 3 17 1 12 18 0 21
split_gain=0.00527513 0.00270369 0.00760654 0.00236128 0.00631443 0.0028216 0.00771652 0.00258275 0.00230985 0.00418383 0.00272018
threshold=0.26473000000000008 -0.23058999999999999 0.096160000000000009 -0.15615999999999999 0.11339500000000001 0.51041000000000014 -0.050379999999999994 0.097490000000000021 -0.42656999999999995 -0.067059999999999995 0.10886500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 7 -7 8 9 -5 -10
right_child=-2 3 -4 5 -6 6 -8 -9 10 -11 -12
leaf_value=0.0013706332942322224 0.0008745006799439455 -0.00097740535593249613 -0.00019800928653376481 -6.983139861651362e-05 0.00046894682957370273 -0.0012045261578907842 0.00022361288619324635 0.00077774463766721105 4.6852086554038565e-05 0.001190916040789474 -0.00028411698995312794
leaf_weight=54 74 77 69 56 48 66 85 47 2834 47 269
leaf_count=54 74 77 69 56 48 66 85 47 2834 47 269
internal_value=0 2.52128e-05 0.000484008 8.98993e-06 -0.000415457 2.48168e-05 -0.000395186 4.45644e-05 3.35606e-05 0.000497514 1.78965e-05
internal_weight=0 3652 123 3529 125 3404 151 3253 3206 103 3103
internal_count=3726 3652 123 3529 125 3404 151 3253 3206 103 3103
is_linear=0
shrinkage=0.0995203


Tree=6313
num_leaves=13
num_cat=0
split_feature=18 6 3 3 1 5 6 21 5 12 36 38
split_gain=0.00427678 0.00401437 0.0126738 0.00958615 0.00736539 0.00645663 0.00276716 0.00223388 0.00304068 0.00218538 0.0022617 0.00256057
threshold=0.26473000000000008 0.11056500000000001 0.097880000000000023 0.10850000000000003 -0.06921999999999999 -0.06515 0.10449000000000003 -0.08861999999999999 -0.023589999999999996 0.097490000000000021 0.090285000000000018 -0.05851
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 -3 -5 7 8 -1 10 11 -9
right_child=-2 2 3 5 -6 -7 -8 9 -10 -11 -12 -13
leaf_value=-0.00010562811973571895 0.00078747025456352507 -0.0020699548976587444 0.0011740773502786901 0.00052934434609011084 -0.00047601703011826738 -0.00094515029452910679 0.00070354352814667282 0.00076537351876680574 0.00095153591737449732 0.00070034329023633841 -0.00058854353193961309 1.6557136591291647e-05
leaf_weight=46 74 48 65 50 76 70 64 46 61 47 60 3019
leaf_count=46 74 48 65 50 76 70 64 46 61 47 60 3019
internal_value=0 2.27036e-05 -0.000320108 0.000197955 -0.00109963 -0.000323956 5.46353e-05 4.17201e-05 0.000489404 2.63605e-05 1.59618e-05 2.80626e-05
internal_weight=0 3652 309 185 124 120 3343 3279 107 3172 3125 3065
internal_count=3726 3652 309 185 124 120 3343 3279 107 3172 3125 3065
is_linear=0
shrinkage=0.0995203


Tree=6314
num_leaves=20
num_cat=0
split_feature=18 6 3 3 3 2 18 18 3 9 9 8 10 8 8 18 5 6 2
split_gain=0.00346709 0.00329077 0.00692107 0.00830393 0.00510713 0.0059953 0.00222773 0.00377809 0.0160181 0.00366732 0.0117577 0.00827889 0.00326864 0.00299979 0.00506321 0.00503116 0.00585087 0.00329944 0.00273171
threshold=0.26473000000000008 0.11146500000000002 0.097880000000000023 0.094045000000000031 0.10871500000000002 -0.054390000000000001 0.086285000000000014 0.089505000000000015 0.086285000000000014 0.11408000000000003 0.10464500000000003 0.0073150000000000012 0.089090000000000016 -0.057284999999999996 -0.070134999999999989 0.092545000000000016 -0.075744999999999993 0.094510000000000025 -0.097424999999999998
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 -3 -4 -6 9 8 -8 10 12 -11 18 14 17 -15 -17 -9 -1
right_child=-2 2 4 -5 5 -7 7 13 -10 11 -12 -13 -14 15 -16 16 -18 -19 -20
leaf_value=0.00038499796585028559 0.00070910102788537517 -0.00015997243777432919 0.00078009523710525369 -0.0018642871228160764 0.00047357021322875993 -0.00097673460694136776 0.00054945310611476301 -0.00013515878138045258 -0.0019006691680445635 0.00018098648479761281 0.0012431212778106573 -0.001461379913484498 -0.00074258867359147738 0.0011946307464139861 -0.00098453858230440985 -0.00073062928986736264 0.00052050001795560285 0.00074120774563458383 5.3853598203946631e-05
leaf_weight=282 74 68 67 50 51 62 53 321 52 81 89 48 47 48 63 61 94 49 2066
leaf_count=282 74 68 67 50 51 62 53 321 52 81 89 48 47 48 63 61 94 49 2066
internal_value=0 2.04664e-05 -0.000296079 -0.000889078 8.81163e-05 -0.000314928 4.88353e-05 -0.000102951 -0.000656145 9.21926e-05 0.000119318 -0.000423781 7.72147e-05 -1.03352e-05 -0.000159568 0.000303945 2.28386e-05 -1.68868e-05 9.39734e-05
internal_weight=0 3652 298 118 180 113 3354 741 105 2613 2484 129 2395 636 433 203 155 370 2348
internal_count=3726 3652 298 118 180 113 3354 741 105 2613 2484 129 2395 636 433 203 155 370 2348
is_linear=0
shrinkage=0.0995203


Tree=6315
num_leaves=17
num_cat=0
split_feature=1 18 18 2 26 18 6 4 4 18 3 0 4 0 4 0
split_gain=0.00367453 0.00855268 0.00567062 0.00397433 0.00477218 0.00409961 0.00388472 0.00304815 0.00873391 0.00276949 0.0026645 0.00234604 0.00340148 0.00227767 0.00564931 0.00237981
threshold=-0.49367499999999997 -0.13579499999999997 0.26473000000000008 -0.097424999999999998 -0.23202999999999999 -0.030229999999999996 -0.46885499999999997 0.10343500000000001 0.08544000000000003 -0.098315 0.09482500000000002 -0.061654999999999995 0.079225000000000018 -0.23058999999999999 0.096160000000000009 -0.1525
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 9 10 8 -3 -2 -6 12 -7 14 -8 -15
right_child=2 7 -4 4 6 11 13 -9 -10 -11 -12 -13 -14 15 -16 -17
leaf_value=-0.0015397997207424058 0.00035493726818829313 -0.00053202598467923582 0.0010151287805819093 -0.00088619121442494637 5.9388813786325634e-05 0.00037192339706796311 0.001199862308002176 -0.00066531624907275623 0.0012282441846751327 0.0012224823493134037 0.0010452271547580852 0.00051963030835309619 -0.00054981988343456433 -0.00049472084620107073 -0.0001878276467104354 -4.5327622574137585e-06
leaf_weight=48 88 61 60 59 53 70 52 51 51 67 60 79 90 102 64 2671
leaf_count=48 88 61 60 59 53 70 52 51 51 67 60 79 90 102 64 2671
internal_value=0 -0.000371912 5.53818e-05 3.84777e-05 0 0.000335989 1.76036e-05 -2.29709e-05 0.000262217 0.000735222 0.000590087 7.36471e-05 -0.000141441 -4.50511e-06 0.000427183 -2.28587e-05
internal_weight=0 211 3515 3455 3061 394 3002 163 112 155 113 239 160 2889 116 2773
internal_count=3726 211 3515 3455 3061 394 3002 163 112 155 113 239 160 2889 116 2773
is_linear=0
shrinkage=0.0995203


Tree=6316
num_leaves=27
num_cat=0
split_feature=19 5 5 5 8 9 2 8 9 6 6 3 3 3 1 5 1 2 2 3 26 17 5 17 0 17
split_gain=0.00964689 0.00444456 0.0126827 0.00730402 0.0167774 0.00906716 0.00651232 0.00915206 0.00382099 0.00306195 0.00256723 0.00533835 0.00275359 0.00419033 0.00225455 0.00591313 0.00389207 0.00352508 0.00255964 0.00192529 0.00255973 0.00449195 0.00262032 0.00225685 0.0092895 0.00207206
threshold=0.14071500000000006 -0.021739999999999999 -0.017704999999999995 -0.06971999999999999 -0.086404999999999996 0.084435000000000024 -0.070354999999999987 -0.080724999999999991 -0.25326499999999996 0.10313000000000001 0.087670000000000012 0.085545000000000024 0.087325000000000028 0.088285000000000016 -0.018369999999999997 -0.014374999999999999 -0.025874999999999999 0.0040650000000000018 0.096520000000000022 0.089005000000000015 0.086580000000000032 -0.0050499999999999998 -0.087969999999999993 -0.040099999999999997 -0.071340000000000001 -0.008454999999999999
decision_type=2 2 2 2 2 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 -5 -6 7 -7 -1 -8 14 -12 -13 -14 16 -16 18 -17 -4 20 22 -22 -10 24 -21 -25
right_child=-2 2 10 4 5 6 9 -9 19 -11 11 12 13 -15 15 17 -18 -19 -20 23 21 -23 -24 25 -26 -27
leaf_value=-0.00080402085968540784 0.0014638034400306209 0.0014158615809873269 0.00010231852721320272 -0.0017147892258343107 0.00096097471963512706 -0.0017711378096459064 0.00081547580481259826 -0.00020577303262929686 -8.1129683052629867e-05 -0.00030675290169429197 -0.00081997387712446908 0.00056859663018150376 -0.0009537332959780253 3.6226701418896254e-05 -0.0010539379607086838 0.00019144872814617415 0.0009953867056149532 -0.00070767211378502189 0.00063699061425720579 -9.3752816131992722e-05 -0.0012610701729310555 -9.8542619045923212e-05 0.00069283067970135571 -0.00056916327884290821 0.0016347643715876026 0.00010526005067116162
leaf_weight=55 46 72 585 85 60 59 48 103 255 47 88 77 48 350 49 412 65 48 106 87 47 116 52 48 47 695
leaf_count=55 46 72 585 85 60 59 48 103 255 47 88 77 48 350 49 412 65 48 106 87 47 116 52 48 47 695
internal_value=0 1.3288e-05 0.000119709 -9.83423e-05 -0.000472347 -0.000136618 -0.00039605 -0.000780929 8.31351e-06 0.000251651 6.8209e-05 -0.000107739 2.24886e-05 -8.11087e-05 0.000147163 -1.32307e-05 0.000256237 9.58477e-05 0.000185522 4.20901e-05 -0.000119534 -0.000438772 4.72981e-05 0.000129641 0.000506409 6.05885e-05
internal_weight=0 3704 1900 1804 402 317 257 162 1402 95 1828 563 475 398 1265 509 756 460 691 1347 470 163 307 877 134 743
internal_count=3750 3704 1900 1804 402 317 257 162 1402 95 1828 563 475 398 1265 509 756 460 691 1347 470 163 307 877 134 743
is_linear=0
shrinkage=0.0995203


Tree=6317
num_leaves=21
num_cat=0
split_feature=18 18 18 1 5 2 18 2 5 0 18 5 26 26 2 18 5 17 20 18
split_gain=0.0158908 0.00488422 0.0148401 0.00437192 0.00286813 0.0247735 0.00591516 0.00324702 0.0075266 0.00493058 0.00254759 0.00650554 0.00626291 0.00812895 0.00265852 0.00216055 0.00571634 0.00453753 0.00233515 0.00238109
threshold=0.26473000000000008 -0.018864999999999996 -0.025879999999999997 -0.50388999999999995 -0.017704999999999995 -0.086254999999999984 -0.082304999999999989 -0.097424999999999998 0.23074000000000006 -0.067059999999999995 -0.0079049999999999988 -0.018754999999999997 0.088015000000000024 0.086255000000000012 0.42136500000000005 0.022040000000000008 0.0063000000000000009 -0.092124999999999999 -0.092114999999999989 0.081485000000000016
decision_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 -5 -7 8 -6 -9 11 -3 13 -13 15 16 17 -12 -17 -20
right_child=-2 10 -4 4 7 6 -8 9 -10 -11 14 12 -14 -15 -16 18 -18 -19 19 -21
leaf_value=0.00091058387956605103 -0.0014356542759161183 -0.0012581504977895361 0.0015826147405179434 0.0023886314221198408 0.0010893502576045438 -0.00086809009498944954 0.00031242000506572474 -0.00017737065923412995 -0.00022528841385452243 0.00038372691939709619 -0.0008769670015636472 -0.00037378009564875659 -0.00080382370476834075 0.0012043428691367766 -0.00063807053633616257 0.00043560630598306989 0.0010044080511354657 0.00011733456388974228 -0.00074003668443546014 -8.2630806211007974e-05
leaf_weight=67 72 58 73 49 84 68 109 723 87 197 48 69 72 60 62 79 69 823 59 822
leaf_count=67 72 58 73 49 84 68 109 723 87 197 48 69 72 60 62 79 69 823 59 822
internal_value=0 5.70186e-05 0.000198699 0.000125112 8.4531e-05 0.000407375 -0.000136484 1.69037e-05 0.000415712 -5.63328e-05 -3.55568e-05 -0.000328946 -5.67441e-05 0.000353885 2.75567e-06 2.40977e-05 0.000131677 6.15996e-05 -8.03873e-05 -0.000127586
internal_weight=0 3678 1457 1384 1317 226 177 1091 171 920 2221 259 201 129 1962 1900 940 871 960 881
internal_count=3750 3678 1457 1384 1317 226 177 1091 171 920 2221 259 201 129 1962 1900 940 871 960 881
is_linear=0
shrinkage=0.0995203


Tree=6318
num_leaves=14
num_cat=0
split_feature=18 19 18 18 2 2 2 26 21 21 2 18 9
split_gain=0.0128853 0.00817085 0.0032408 0.013073 0.00494979 0.00489059 0.00357767 0.00348482 0.00276673 0.00382868 0.00836568 0.00192484 0.00196286
threshold=0.26473000000000008 0.13857500000000003 -0.085709999999999995 -0.08727 0.096520000000000022 -0.095204999999999998 -0.088554999999999995 -0.097259999999999999 -0.11228 -0.084999999999999992 -0.08569499999999998 -0.082304999999999989 0.09667000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 -4 10 -10 -11 -13
right_child=-2 -3 8 -5 -6 6 -8 -9 9 11 -12 12 -14
leaf_value=0.0011605130522247241 -0.0012927777381756809 0.0013283011810487503 0.00074520947309097009 0.0017635348696332664 0.00081118117714957237 -0.00091054126394082716 -4.1780044345154552e-05 0.00018807778268676355 0.0002518773207137248 -0.00056562414776199961 -0.0015054378869702341 4.6239543524918611e-05 -0.00018060877446381243
leaf_weight=52 72 49 46 50 88 52 513 132 53 60 53 2068 462
leaf_count=52 72 49 46 50 88 52 513 132 53 60 53 2068 462
internal_value=0 5.13219e-05 3.38541e-05 0.000199291 0.000104869 2.07918e-05 -0.000123186 0.000467346 -1.93639e-05 -3.2713e-05 -0.000619058 -8.39975e-06 4.4915e-06
internal_weight=0 3678 3629 887 837 749 565 184 2742 2696 106 2590 2530
internal_count=3750 3678 3629 887 837 749 565 184 2742 2696 106 2590 2530
is_linear=0
shrinkage=0.0995203


Tree=6319
num_leaves=20
num_cat=0
split_feature=19 17 17 17 19 6 1 3 9 1 21 17 1 1 6 5 9 17 4
split_gain=0.0071034 0.00337747 0.00955962 0.00857821 0.00216892 0.00243381 0.00321644 0.00502381 0.00299309 0.00884346 0.00295241 0.00202111 0.00268623 0.00566824 0.00368261 0.003193 0.0031673 0.00585106 0.00406303
threshold=0.14071500000000006 0.0041300000000000009 1.0000000180025095e-35 0.021725000000000005 0.11028000000000003 -0.091059999999999988 0.056790000000000014 0.10525500000000003 0.11351500000000002 0.50996500000000011 0.095695000000000016 0.043850000000000007 -0.075284999999999991 -0.082635 0.086100000000000024 -0.06971999999999999 0.083925000000000013 0.11639500000000001 0.081905000000000019
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 8 10 -8 9 -1 -7 -5 13 14 -13 -15 18 -18 -14
right_child=-2 3 -4 11 -6 6 7 -9 -10 -11 -12 12 16 15 -16 -17 17 -19 -20
leaf_value=-0.00019890398975921572 0.0012520019421919351 -0.0010905553516359838 0.0013782839224963637 0.00053796178355311518 -0.00050166063334096975 0.00011530508007051704 0.0013886711182756869 0.00021408739318963917 -0.00075826528219545628 0.00091668318047347563 -0.00028538157908731334 -0.00034077853055949296 -0.00090186820862522084 -0.00034747473844356147 0.00072027463971418356 -0.0013313244139340368 0.00083924130399934491 -2.5920655998255915e-05 5.2466445849905486e-05
leaf_weight=494 46 87 54 53 71 1471 47 166 64 82 207 76 74 74 56 63 98 361 106
leaf_count=494 46 87 54 53 71 1471 47 166 64 82 207 76 74 74 56 63 98 361 106
internal_value=0 7.3146e-06 6.72198e-05 -0.000143725 3.96963e-05 5.5206e-05 0.000112197 0.000477111 -0.000111906 -3.86665e-05 6.53881e-05 -5.7156e-05 -9.27947e-05 -0.000356762 0.000103164 -0.000805878 1.70467e-05 0.000157015 -0.000335323
internal_weight=0 3704 2656 1048 2602 2531 1891 213 640 576 1678 961 908 269 132 137 639 459 180
internal_count=3750 3704 2656 1048 2602 2531 1891 213 640 576 1678 961 908 269 132 137 639 459 180
is_linear=0
shrinkage=0.0995203


Tree=6320
num_leaves=24
num_cat=0
split_feature=22 0 0 3 17 3 4 9 26 27 2 8 8 9 9 0 9 8 8 2 0 0 4
split_gain=0.025551 0.00701945 0.0172897 0.0222192 0.0193769 0.00686498 0.0199864 0.00430181 0.00405318 0.00744235 0.00483255 0.00384611 0.0230988 0.00400666 0.00663794 0.00402624 0.00357168 0.00156918 0.00410785 0.0070378 0.00149989 0.00187862 0.000908273
threshold=0.13292500000000004 -0.085794999999999996 -0.084369999999999987 0.088055000000000022 -0.0020399999999999997 0.082595000000000016 0.10423500000000002 0.088995000000000019 -0.2382 0.10673000000000003 -0.24163499999999999 -0.098504999999999995 -0.11550499999999998 0.087765000000000024 0.086965000000000028 -0.086474999999999996 0.090150000000000022 0.062560000000000018 -0.012329999999999999 -0.079739999999999991 -0.14574499999999999 -0.12236 0.11995000000000003
decision_type=2 2 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 -4 11 -7 10 -10 12 20 14 15 -13 -9 18 19 -18 -1 -22 -8
right_child=-2 2 5 -5 -6 8 22 16 9 -11 -12 13 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24
leaf_value=0.00034154139210383622 0.0022633518742587659 0.00047182487907396187 -0.0023308139343642675 -0.0030018015167550078 -0.0019062448566547336 0.00084155436541303794 0.00035098274739386968 -0.00091857278037416491 -0.00088222009492005149 -0.0013299456645145945 -2.5465708580753935e-05 9.6287942735962416e-06 0.0024206950347241242 0.0007424159169902697 -0.001131039282432242 0.0008725988040848892 -0.00083333788734260453 0.00044515949390813828 -0.0010238526225326986 0.0004054354390206723 -0.00059804740795558564 0.00023548777846012537 -0.00022849203699471928
leaf_weight=78 46 83 53 47 57 47 48 62 68 47 1669 726 50 80 48 58 67 46 47 141 61 46 60
leaf_count=78 46 83 53 47 57 47 48 62 68 47 1669 726 50 80 48 58 67 46 47 141 61 46 60
internal_value=0 -9.62196e-05 -0.000210591 -0.00112609 -0.000490542 -0.000124237 -0.000747798 6.82821e-05 -6.89603e-05 -9.3407e-05 -5.94772e-05 0.000163197 0.000522746 6.96527e-05 3.97997e-06 7.45152e-05 -0.000229373 -8.46923e-05 -0.000183484 2.47169e-06 5.36094e-06 -0.000232055 2.14725e-05
internal_weight=0 3689 2179 187 140 1992 161 1510 1831 1784 1737 1147 235 912 832 784 363 301 255 208 185 107 108
internal_count=3735 3689 2179 187 140 1992 161 1510 1831 1784 1737 1147 235 912 832 784 363 301 255 208 185 107 108
is_linear=0
shrinkage=0.0995203


Tree=6321
num_leaves=18
num_cat=0
split_feature=6 22 0 0 17 18 18 6 0 9 21 6 0 8 6 6 0
split_gain=0.0296605 0.0200733 0.00465223 0.0156266 0.0040038 0.0229354 0.00537318 0.00510466 0.0035586 0.00404873 0.00290235 0.00315267 0.0067733 0.00406595 0.00231064 0.00234296 0.00163498
threshold=0.23663500000000004 0.13292500000000004 -0.100285 -0.10287 -0.0020399999999999997 -0.085709999999999995 -0.074709999999999985 0.098855000000000012 0.11291000000000002 0.096225000000000019 -0.070074999999999985 -0.097455 -0.18357499999999999 -0.054384999999999996 -0.14809499999999998 0.087075000000000027 -0.16969499999999998
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 8 -6 -7 -8 14 -10 16 13 -13 -12 -4 -16 -1
right_child=-2 -3 4 -5 5 6 7 -9 9 -11 11 12 -14 -15 15 -17 -18
leaf_value=-4.9777394860598992e-05 -0.0024680656046674734 0.0020381025288676927 -0.00060035793039392936 0.0018684156073957882 -0.0020306347467024637 0.00061329006713791746 -0.00010630257420274179 -0.00072257166766195326 -0.00092037708794136014 0.00022403872010459691 0.00023214464544103194 0.0011897260413231078 7.0211940815255436e-05 -0.00048615579908449106 0.00013421682914599952 -0.00011653126624575691 -0.00089068430192124071
leaf_weight=50 50 46 57 50 68 85 800 161 86 46 175 74 200 140 1028 573 46
leaf_count=50 50 46 57 50 68 85 800 161 86 46 175 74 200 140 1028 573 46
internal_value=0 -2.73637e-05 -5.36979e-05 0.000169532 -0.000110479 -0.000258661 -0.000142683 -0.0002104 -1.78015e-05 -0.000515364 4.43309e-05 0.000128123 0.00037555 -8.45012e-05 2.13177e-05 4.39624e-05 -0.00046124
internal_weight=0 3685 3639 735 2904 1114 1046 961 1790 132 685 589 274 315 1658 1601 96
internal_count=3735 3685 3639 735 2904 1114 1046 961 1790 132 685 589 274 315 1658 1601 96
is_linear=0
shrinkage=0.0995203


Tree=6322
num_leaves=16
num_cat=0
split_feature=10 20 17 17 10 0 0 3 2 2 0 2 0 21 17
split_gain=0.0193993 0.0193445 0.00404983 0.0195873 0.00494161 0.00364322 0.0141127 0.0061172 0.00284262 0.0100176 0.0051378 0.0036995 0.0023577 0.00539261 0.00186731
threshold=0.096215000000000023 -0.40431 0.048755000000000014 0.059130000000000009 0.086030000000000023 -0.097734999999999989 -0.1021 0.096510000000000026 -0.087444999999999995 -0.083769999999999997 -0.087965000000000002 -0.07360499999999999 -0.092939999999999995 0.090375000000000025 0.021725000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3 10 -10 -5 -11 13 -7 -14
right_child=-2 2 3 8 -6 12 -8 -9 9 11 -12 -13 14 -15 -16
leaf_value=-0.0020268548607580979 0.0018003155737413166 0.00053284853121578061 -0.0019480217283485935 -0.00034961487885903296 -0.00073873790543175415 3.6573329880235497e-05 0.001658313449551734 -0.00019630432835737908 -0.0014627797053995393 0.00019536987015426077 0.0010047789938587913 -0.00028550019871169272 -1.9173939399967782e-05 -0.0012544395218121696 0.00059670562796054381
leaf_weight=50 55 181 62 52 86 86 63 306 56 282 58 359 1939 50 50
leaf_count=50 55 181 62 52 86 86 63 306 56 282 58 359 1939 50 50
internal_value=0 -8.22221e-05 -5.52109e-05 -0.000242595 3.46994e-06 2.76376e-05 0.000256091 7.30141e-05 -0.000110556 -0.000185532 0.000357078 -7.26703e-05 -3.11064e-05 -0.000432045 -3.28021e-06
internal_weight=0 3680 3630 869 2761 2675 550 487 807 697 110 641 2125 136 1989
internal_count=3735 3680 3630 869 2761 2675 550 487 807 697 110 641 2125 136 1989
is_linear=0
shrinkage=0.0995203


Tree=6323
num_leaves=16
num_cat=0
split_feature=6 27 3 3 10 3 2 9 9 9 9 9 5 38 3
split_gain=0.021699 0.0171294 0.0038429 0.0121427 0.00309338 0.00471233 0.00279195 0.00624722 0.00416835 0.00391451 0.0121121 0.00545969 0.00280872 0.00151811 0.0028653
threshold=0.23663500000000004 0.11470500000000003 0.081685000000000021 0.07728500000000002 0.086030000000000023 0.10669500000000003 -0.095204999999999998 0.088825000000000029 0.09518500000000002 0.083795000000000022 0.08073000000000001 0.083995000000000028 -0.0065700000000000003 -0.080750000000000002 -0.15154999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 6 -6 7 12 -9 10 -8 -11 -4 -1 -15
right_child=-2 -3 4 -5 5 -7 9 8 -10 11 -12 -13 -14 14 -16
leaf_value=-0.00046509916453320641 -0.0021083632305655998 0.0016609746685475621 0.0002946579808704365 -0.0018464972490091242 -0.0012661432716430821 -3.5363431600390268e-06 0 0.0011977672216222646 0.0001986162541517229 -0.0010678442121542808 0.0011170348886530691 -7.847917622280255e-05 -0.00051150713325548371 -0.0004462593437597686 0.00045439826267942217
leaf_weight=73 50 59 76 48 49 76 725 84 86 57 111 2000 96 58 87
leaf_count=73 50 59 76 48 49 76 725 84 86 57 111 2000 96 58 87
internal_value=0 -2.07351e-05 -4.83246e-05 -0.000412606 -1.9242e-05 -0.000505028 -2.18269e-07 0.000268425 0.00069713 -3.22593e-05 0.000148923 -0.000106293 -0.000150535 -9.31314e-05 8.84895e-05
internal_weight=0 3685 3626 266 3360 125 3235 342 170 2893 836 2057 172 218 145
internal_count=3735 3685 3626 266 3360 125 3235 342 170 2893 836 2057 172 218 145
is_linear=0
shrinkage=0.0995203


Tree=6324
num_leaves=10
num_cat=0
split_feature=10 18 20 18 6 9 3 0 3
split_gain=0.0169093 0.00844436 0.00385464 0.00337305 0.00244124 0.003401 0.00208138 0.00626051 0.00263597
threshold=0.096215000000000023 0.26473000000000008 -0.24910499999999999 0.15891500000000006 0.11884000000000002 0.096830000000000013 0.083595000000000017 -0.13955999999999999 0.084380000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4 -8
right_child=-2 -3 3 -5 5 -7 8 -9 -10
leaf_value=0.00078539509607879578 0.0018332179095008538 -0.0010242428941091757 0.0012889304910333817 -0.00063406909515997248 0 0.0010610228623461773 -0.00041486960991733723 9.2283295778627851e-05 4.1163476422008912e-05
leaf_weight=72 53 72 52 70 60 57 131 271 2916
leaf_count=72 53 72 52 70 60 57 131 271 2916
internal_value=0 4.23335e-05 6.37202e-05 4.88821e-05 6.28268e-05 0.000510442 4.70435e-05 0.000287467 2.12885e-05
internal_weight=0 3701 3629 3557 3487 117 3370 323 3047
internal_count=3754 3701 3629 3557 3487 117 3370 323 3047
is_linear=0
shrinkage=0.0995203


Tree=6325
num_leaves=12
num_cat=0
split_feature=27 18 19 20 10 2 2 17 17 3 19
split_gain=0.0223945 0.0089414 0.00848779 0.00583057 0.00527918 0.00431207 0.00528668 0.00501374 0.00223911 0.00878715 0.00198275
threshold=0.11470500000000003 0.22074500000000005 0.10901000000000002 -0.240845 0.090150000000000022 -0.11700999999999999 -0.14091999999999996 -0.55754499999999996 0.10932500000000002 0.084735000000000019 0.11219500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 -5 10 -10 -7
right_child=-2 2 -4 4 -6 8 -8 -9 9 -11 -12
leaf_value=0.00091673898334243325 0.0018924873120273007 -0.0018951058349250584 0 0.0010898329718273796 -0.00075844902283061133 -3.0779448370203302e-05 0.0014104169152170708 -1.9570129050891169e-05 0.0014338897972307738 7.4269116969242672e-05 0.00058377249232992561
leaf_weight=76 65 46 48 52 81 2543 46 174 52 518 53
leaf_count=76 65 46 48 52 81 2543 46 174 52 518 53
internal_value=0 2.86174e-05 -0.000929082 5.38865e-05 3.50188e-05 5.39512e-05 0.000434358 0.000232069 2.10108e-05 0.000199741 -1.79174e-05
internal_weight=0 3689 94 3595 3519 3438 272 226 3166 570 2596
internal_count=3754 3689 94 3595 3519 3438 272 226 3166 570 2596
is_linear=0
shrinkage=0.0995203


Tree=6326
num_leaves=11
num_cat=0
split_feature=27 18 1 20 10 2 2 17 22 25
split_gain=0.0181576 0.00725418 0.00734236 0.00472672 0.00428178 0.00349521 0.00428334 0.0040689 0.00290841 0.00242254
threshold=0.11470500000000003 0.22074500000000005 -0.025004999999999999 -0.240845 0.090150000000000022 -0.11700999999999999 -0.14091999999999996 -0.55754499999999996 0.13160500000000006 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 -5 9 -7
right_child=-2 2 -4 4 -6 8 -8 -9 -10 -11
leaf_value=0.00082550497978620845 0.0017041466221529658 -0.0017166880883791866 2.5695204732974562e-05 0.00098137265820574826 -0.00068296800995089433 1.8452863004801646e-05 0.001270051851598204 -1.7622515209054105e-05 -0.00075741343464550629 0.00066295348615170253
leaf_weight=76 65 47 47 52 81 3060 46 174 47 59
leaf_count=76 65 47 47 52 81 3060 46 174 47 59
internal_value=0 2.57872e-05 -0.000836788 4.8569e-05 3.15569e-05 4.86294e-05 0.000391131 0.000208613 1.89455e-05 3.09069e-05
internal_weight=0 3689 94 3595 3519 3438 272 226 3166 3119
internal_count=3754 3689 94 3595 3519 3438 272 226 3166 3119
is_linear=0
shrinkage=0.0995203


Tree=6327
num_leaves=13
num_cat=0
split_feature=10 18 19 6 18 3 5 5 6 2 23 2
split_gain=0.0168276 0.00523107 0.00213149 0.00218199 0.00233009 0.0123797 0.0045382 0.0091305 0.0072135 0.00194044 0.00212615 0.00229717
threshold=0.091870000000000021 0.26473000000000008 0.13881500000000005 0.095080000000000012 0.10927000000000002 0.10871500000000002 -0.039649999999999998 -0.013384999999999999 0.11690000000000002 0.50951500000000005 -0.046924999999999994 -0.11700999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 6 -6 8 -8 -5 10 -1 -12
right_child=-2 -3 -4 4 5 -7 7 -9 -10 -11 11 -13
leaf_value=-0.00048652512726816608 0.0015673436572415204 -0.00081930994142282744 -0.00063480426392489788 -0.0010615036586293022 0.0013970745078242123 -0.00051010825627618723 0.0016223819860284251 9.0205286400337454e-05 0.00035639008755084911 0.00060860384694678548 0.0003071799430588441 -1.1351887758347415e-05
leaf_weight=86 71 72 46 71 79 58 46 246 70 53 245 2611
leaf_count=86 71 72 46 71 79 58 46 246 70 53 245 2611
internal_value=0 2.01486e-05 3.71134e-05 4.60129e-05 0.000224565 0.000583679 0.000109051 0.000334379 -0.000351779 1.17581e-05 7.27697e-07 1.56865e-05
internal_weight=0 3683 3611 3565 570 137 433 292 141 2995 2942 2856
internal_count=3754 3683 3611 3565 570 137 433 292 141 2995 2942 2856
is_linear=0
shrinkage=0.0995203


Tree=6328
num_leaves=9
num_cat=0
split_feature=22 20 10 10 2 2 2 8
split_gain=0.00396137 0.00342932 0.00255703 0.00489916 0.00261915 0.00203896 0.00279916 0.00255128
threshold=0.13160500000000006 -0.24910499999999999 0.090150000000000022 0.086275000000000018 -0.241895 -0.11700999999999999 -0.14264999999999997 -0.053049999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=0.00067323392484567408 -0.0008454532973793409 -0.00076557479118954269 -0.00059079545413853285 0.0008592630805877012 6.9597920545260534e-05 2.7397410629295007e-05 0.00093933721380284082 -0.00016802322885135898
leaf_weight=73 56 46 75 64 139 2322 51 923
leaf_count=73 56 46 75 64 139 2322 51 923
internal_value=0 -1.84663e-06 -1.56863e-05 -3.28802e-06 -1.93817e-05 -9.15063e-06 0.000307363 -2.79353e-05
internal_weight=0 3693 3620 3545 3481 3435 190 3245
internal_count=3749 3693 3620 3545 3481 3435 190 3245
is_linear=0
shrinkage=0.0995203


Tree=6329
num_leaves=11
num_cat=0
split_feature=22 6 5 0 6 23 10 10 1 6
split_gain=0.00321249 0.00248907 0.00392668 0.00257565 0.00217007 0.00218343 0.00240284 0.00460347 0.00243001 0.00168907
threshold=0.13160500000000006 0.11884000000000002 0.057175000000000011 -0.040384999999999997 0.11481500000000001 0.086650000000000019 0.090150000000000022 0.086275000000000018 -0.50158499999999984 0.17176000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 -4 5 6 7 8 -1 -3
right_child=-2 2 3 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.00038937075137453236 -0.00076131364533107483 -0.00044637969194450864 0.0012303039144059449 0.00020684781955700128 -0.00063151327031224589 -0.00065183614797662253 -0.00060588322530495751 0.0008736155563563952 1.3131157080599936e-05 0.00031744915883704072
leaf_weight=156 56 59 56 47 57 52 64 60 3087 55
leaf_count=156 56 59 56 47 57 52 64 60 3087 55
internal_value=0 -1.59667e-06 0.000325165 0.000771238 -2.22313e-05 -1.18342e-05 -1.70684e-06 9.75204e-06 -5.97821e-06 -7.06849e-05
internal_weight=0 3693 217 103 3476 3419 3367 3303 3243 114
internal_count=3749 3693 217 103 3476 3419 3367 3303 3243 114
is_linear=0
shrinkage=0.0995203


Tree=6330
num_leaves=19
num_cat=0
split_feature=22 18 19 1 17 0 18 18 26 18 26 0 26 0 26 6 0 17
split_gain=0.00260487 0.00228176 0.00356858 0.00325734 0.00801598 0.00405435 0.00261014 0.00210675 0.00622591 0.0112038 0.00426182 0.00279111 0.00229481 0.00683126 0.00315526 0.00227324 0.00129177 0.00143647
threshold=0.13160500000000006 0.11061000000000003 0.097115000000000021 -0.049499999999999995 0.053575000000000012 -0.073914999999999995 0.10361000000000002 0.089505000000000015 0.11790500000000002 0.091085000000000013 0.09112000000000002 -0.225295 0.11326500000000002 -0.075424999999999992 0.097315000000000026 -0.101065 -0.083390000000000006 0.40827500000000011
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 5 -3 7 11 9 -9 -11 15 14 -14 -13 -1 17 -4
right_child=-2 2 16 -5 -6 -7 -8 8 -10 10 -12 12 13 -15 -16 -17 -18 -19
leaf_value=2.4234696423539699e-06 -0.00068554775608424361 0.0003089081500808523 0.00052860435414268827 0.0011050269803327007 0.001082910777503198 -0.00098242923507669807 -0.00060207794788166499 0.0018036357015355029 -0.00081972566128978204 0.00040476733785218682 -0.00059944553521641653 -2.2858280852603242e-05 0.00023689968839669124 -0.00089129950078697256 0.00044301675235350872 -0.0008833421145782532 -0.00037583277585079598 -0.00023892676202574438
leaf_weight=46 56 47 49 62 67 48 77 48 46 142 59 2434 103 108 153 69 89 46
leaf_count=46 56 47 49 62 67 48 77 48 46 142 59 2434 103 108 153 69 89 46
internal_value=0 -1.41571e-06 0.00022032 0.000487712 0.000246402 -0.00033494 -2.92047e-05 -1.51992e-05 0.000237824 0.000436483 0.000105926 -4.11039e-05 -2.10495e-05 -0.000336688 4.37801e-06 -0.000521918 -0.000100751 0.000148341
internal_weight=0 3693 408 224 162 95 3285 3208 295 249 201 2913 2798 211 2587 115 184 95
internal_count=3749 3693 408 224 162 95 3285 3208 295 249 201 2913 2798 211 2587 115 184 95
is_linear=0
shrinkage=0.0995203


Tree=6331
num_leaves=14
num_cat=0
split_feature=6 26 8 4 22 19 6 9 9 5 17 17 17
split_gain=0.00214833 0.00339106 0.0046505 0.00594032 0.00198148 0.00172326 0.00178382 0.00194155 0.00491553 0.00370941 0.00179822 0.0125887 0.00302433
threshold=0.11884000000000002 0.096980000000000025 -0.078504999999999991 0.085065000000000016 0.13160500000000006 -0.07525999999999998 0.11481500000000001 0.083925000000000013 0.083715000000000026 0.13648000000000002 0.066010000000000027 0.11639500000000001 0.057560000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1 7 8 9 -7 12 -12 -9
right_child=1 -3 3 -5 -6 6 -8 10 -10 -11 11 -13 -14
leaf_value=-0.00050188251551224795 -0.00017537508466332609 -0.00025186946381086851 0.0017838043216528714 0.00017117436893403397 -0.00061732182103553903 1.7992008538254769e-05 -0.00056147248949734222 3.093392197006494e-05 -0.0010181266016500139 -0.000515071953641502 0.0014077104013073096 -4.1291300521755418e-06 -0.00073190820627579004
leaf_weight=72 51 73 47 46 56 883 57 1759 56 151 75 370 53
leaf_count=72 51 73 47 46 56 883 57 1759 56 151 75 370 53
internal_value=0 0.00029292 0.000574783 0.000994962 -2.95576e-05 -1.98529e-05 -9.41672e-06 0 -0.000109086 -5.90622e-05 5.266e-05 0.000231982 8.16941e-06
internal_weight=0 217 144 93 3532 3476 3404 3347 1090 1034 2257 445 1812
internal_count=3749 217 144 93 3532 3476 3404 3347 1090 1034 2257 445 1812
is_linear=0
shrinkage=0.0995203


Tree=6332
num_leaves=30
num_cat=0
split_feature=5 5 0 21 3 18 18 17 3 3 1 1 1 8 2 2 21 8 0 3 0 0 8 18 1 18 3 2 8
split_gain=0.00303514 0.0138963 0.0171065 0.00370814 0.00216452 0.00428335 0.0155988 0.00417658 0.00429399 0.00274141 0.00259521 0.00496732 0.00449065 0.00779807 0.00341839 0.0033333 0.00218112 0.00209331 0.00266752 0.00325923 0.00266006 0.00203684 0.00265796 0.00244572 0.00222963 0.00308167 0.00197197 0.00183445 0.00175855
threshold=0.057175000000000011 0.066815000000000027 -0.077784999999999993 0.15544000000000005 0.087385000000000032 -0.016464999999999997 -0.081614999999999993 -0.00265 0.085355000000000028 0.087625000000000022 -0.082489999999999994 -0.081224999999999992 -0.090374999999999997 -0.085605000000000001 -0.081055000000000002 -0.078244999999999995 0.13730000000000006 0.11446000000000002 -0.071029999999999996 0.097880000000000023 -0.073464999999999989 -0.080500000000000002 -0.086254999999999984 -0.093130000000000004 0.058455000000000014 -0.26631499999999997 0.10583000000000002 -0.084114999999999981 -0.084915000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 21 5 6 7 8 -1 -6 12 -12 28 -14 27 -16 17 18 20 -20 -11 22 -3 -24 25 -23 -27 -13 -7
right_child=1 3 -4 -5 9 10 -8 -9 -10 16 11 14 13 -15 15 -17 -18 -19 19 -21 -22 24 23 -25 -26 26 -28 -29 -30
leaf_value=0.0001314941084726006 0.0025779582856487212 -0.00088042134441194356 8.0337257894652763e-05 0.00085323170636125733 0.00067069721370142466 -0.00074419635340782072 -0.0020136040753527423 0.00068637982661116025 -0.00088638576000289466 2.3082580927737694e-05 -0.0010366262532741817 2.172007070118826e-05 -0.00011868408232266716 0.0012945626626020216 -0.00094161427058773724 -3.6824500388020114e-05 -0.00059227935069906151 0.00055525274217751574 -0.00090767063427799445 -9.7528173364394894e-05 0.00070654418944935099 0.00080327084557533124 -0.00053691467070257008 0.0004886475122705987 -0.00044733180372302583 0.00021464271148008545 -0.00020228467143452902 0.00078027528474512145 0.00010833380259735417
leaf_weight=83 50 59 61 50 62 47 54 49 79 1380 58 76 79 74 57 145 60 69 64 226 59 59 46 46 77 265 194 57 46
leaf_count=83 50 59 61 50 62 47 54 49 79 1380 58 76 79 74 57 145 60 69 64 226 59 59 46 46 77 265 194 57 46
internal_value=0 0.000169459 0.00121277 2.29439e-05 -3.97341e-05 -0.000166808 -0.000503373 -0.000112989 -0.000359826 1.96702e-05 -2.59496e-05 -0.000185775 0.000226053 0.000559497 -3.60195e-05 -0.000296189 -1.61352e-06 1.7642e-05 -3.33927e-06 -0.000279141 5.16739e-05 -3.16081e-05 -0.00035871 -1.52355e-05 5.00284e-05 0.000125541 3.66415e-05 0.00035297 -0.000313713
internal_weight=0 907 111 796 2824 904 265 211 162 1920 639 393 246 153 335 202 1858 1798 1729 290 1439 746 151 92 595 518 459 133 93
internal_count=3731 907 111 796 2824 904 265 211 162 1920 639 393 246 153 335 202 1858 1798 1729 290 1439 746 151 92 595 518 459 133 93
is_linear=0
shrinkage=0.0995203


Tree=6333
num_leaves=11
num_cat=0
split_feature=11 2 4 27 21 2 2 2 4 27
split_gain=0.00283981 0.00647335 0.00411166 0.00339825 0.00301939 0.00191562 0.0129874 0.0105379 0.00344042 0.00302577
threshold=-0.11166 -0.032624999999999994 0.14699000000000004 0.11266000000000002 0.15544000000000005 -0.083974999999999994 -0.083534999999999984 -0.084674999999999986 0.10801000000000002 -0.086859999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 8 -2 -8
right_child=2 -3 -4 -5 -6 6 9 -9 -10 -11
leaf_value=0.0013793239927361676 3.3557874792228948e-05 -0.00013465716269135325 -0.00086731644466381285 -0.00078302208110536979 0.00080380452750516073 0.0015184052298299422 -0.00072008506919210243 -0.0011630351412388021 -0.00074237119970993882 4.0338565132473532e-05
leaf_weight=48 989 65 54 53 48 59 53 85 60 2217
leaf_count=48 989 65 54 53 48 59 53 85 60 2217
internal_value=0 0.000501206 -5.28255e-06 7.54889e-06 1.97161e-05 8.61155e-06 6.04775e-05 -9.71884e-05 -1.00428e-05 2.22235e-05
internal_weight=0 113 3618 3564 3511 3463 2329 1134 1049 2270
internal_count=3731 113 3618 3564 3511 3463 2329 1134 1049 2270
is_linear=0
shrinkage=0.0995203


Tree=6334
num_leaves=27
num_cat=0
split_feature=18 2 18 18 8 3 8 11 26 8 26 26 1 18 18 3 20 20 20 9 3 18 3 9 9 8
split_gain=0.00242098 0.00286799 0.00251653 0.00556595 0.0281466 0.00722265 0.00474019 0.00251985 0.00387797 0.006811 0.00261944 0.00349153 0.00223774 0.00720167 0.00892021 0.00491773 0.00373163 0.00482471 0.0043391 0.00403439 0.00302916 0.0036271 0.00342538 0.00216679 0.00172511 0.00520979
threshold=0.14994000000000005 -0.055654999999999996 -0.064960000000000004 -0.018629999999999997 -0.085764999999999994 0.09049500000000002 -0.073999999999999996 -0.23667999999999997 0.11991000000000003 -0.046889999999999994 -0.23033499999999998 -0.10954 -0.06551499999999999 -0.09053499999999999 -0.088184999999999999 0.095135000000000011 -0.0094199999999999996 0.0057800000000000013 -0.065649999999999986 0.09055500000000001 0.084795000000000023 -0.14734 0.087825000000000028 0.09310000000000003 0.083925000000000013 -0.084855
decision_type=2 2 2 2 2 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 12 4 -4 -6 -7 -5 10 -10 -9 -12 13 20 -15 -16 18 19 24 -18 -1 -22 -23 -2 -14 -26
right_child=1 -3 3 7 5 6 -8 8 9 -11 11 -13 16 14 15 -17 17 -19 -20 -21 21 22 -24 -25 25 -27
leaf_value=0.00057127503062735915 0.00043385663789916609 0.00089452376991918942 -0.0021997078511743436 0.00061400917354817452 0.00081067603024762762 -0.0010022887907313819 0.00015102422757429424 -0.00070707349916185954 -0.0010822964657421037 0.00021163584874687259 0.00079673781927307348 4.7229822779424659e-06 -0.000383082722946845 0.0019015535971482779 -0.00010300876307772528 0.0011446686346241065 -0.0012846443069145137 0.00028154685951998527 0.000944171585101382 -0.00016379383358217309 0.00055687961374843796 -0.00099382846189796864 -8.8863373051279124e-05 -0.00044287095344482525 0.001068011069460103 -3.1062349367634691e-05
leaf_weight=67 66 65 71 62 83 63 78 49 89 72 57 1754 80 50 87 48 65 72 59 66 51 62 132 48 50 285
leaf_count=67 66 65 71 62 83 63 78 49 89 72 57 1754 80 50 87 48 65 72 59 66 51 62 132 48 50 285
internal_value=0 0.000366038 -8.95626e-06 -6.8027e-05 -0.000472674 7.10795e-05 -0.00035848 -1.03267e-05 -2.98851e-05 -0.000498559 1.02428e-05 3.01032e-05 0.000109997 0.000270401 0.000762487 0.000334546 -6.54888e-06 -0.000364734 0.000145124 -0.00072619 -1.87577e-05 -0.000183455 -0.000382299 5.75272e-05 2.95517e-05 0.000130535
internal_weight=0 179 3552 2378 295 224 141 2083 2021 161 1860 1811 1174 497 185 135 677 203 474 131 312 245 194 114 415 335
internal_count=3731 179 3552 2378 295 224 141 2083 2021 161 1860 1811 1174 497 185 135 677 203 474 131 312 245 194 114 415 335
is_linear=0
shrinkage=0.0995203


Tree=6335
num_leaves=23
num_cat=0
split_feature=3 6 6 2 2 2 10 6 17 6 3 1 2 17 0 2 0 17 17 1 3 1
split_gain=0.00209933 0.00636508 0.0193588 0.00345966 0.00402131 0.0027281 0.00248977 0.00236705 0.00305979 0.00283542 0.00187798 0.0110224 0.0185646 0.00466356 0.00717547 0.00587058 0.00247076 0.00218647 0.00239193 0.00314099 0.0135848 0.00678093
threshold=0.086850000000000024 0.088315000000000018 0.089165000000000022 0.097285000000000024 0.074365000000000028 -0.087444999999999995 0.091080000000000022 0.087575000000000028 -0.15122999999999998 0.086420000000000011 0.089005000000000015 -0.083284999999999984 -0.083589999999999984 0.11180000000000002 -0.085605000000000001 -0.084154999999999994 -0.084369999999999987 -0.56655999999999984 -0.55286000000000002 -0.083284999999999984 0.090295000000000028 -0.080349999999999991
decision_type=2 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 7 -4 10 8 -1 -10 11 12 -2 14 15 -13 -16 -12 -19 20 -20 -21
right_child=6 2 5 -5 -6 -7 -8 -9 9 -11 17 13 -14 -15 16 -17 -18 18 19 21 -22 -23
leaf_value=0.00055364767017382507 0 -0.0023879846166930847 0.00061394049201174373 -0.0008281947014744756 0.00088774533260065449 -0.00043029895825416999 -0.00060998520404437933 0.00054667023451270957 -5.745534555973834e-05 -0.00067252387177324318 -0.00061637054741871743 0.0011709201180065147 0.0023308124254996102 0.00082771957389368288 -0.001279135343715007 -0.00015160056699060599 -0.00038164984408078017 0.00071630455765476391 -0.0016989481438528338 0.0011670554762091784 1.8070908406517741e-05 4.3803516966840349e-05
leaf_weight=67 78 47 47 48 52 52 55 66 473 89 51 47 59 50 54 111 78 51 54 55 289 1758
leaf_count=67 78 47 47 48 52 52 55 66 473 89 51 47 59 50 54 111 78 51 54 55 289 1758
internal_value=0 -0.0001203 -0.000724354 -8.3375e-06 4.32482e-05 5.71822e-05 5.15414e-05 -1.87593e-05 -7.93905e-05 -0.000156316 6.51438e-05 0.000244781 0.000998756 -5.66189e-05 -0.000211914 0.000236627 -0.000755005 2.68331e-05 4.20674e-05 2.57387e-05 -0.00024986 7.83306e-05
internal_weight=0 941 146 795 747 99 2790 695 629 562 2735 477 137 340 290 158 132 2258 2207 2156 343 1813
internal_count=3731 941 146 795 747 99 2790 695 629 562 2735 477 137 340 290 158 132 2258 2207 2156 343 1813
is_linear=0
shrinkage=0.0995203


Tree=6336
num_leaves=24
num_cat=0
split_feature=5 8 18 8 27 3 18 3 6 9 17 18 17 3 3 5 1 1 18 0 17 3 5
split_gain=0.00666441 0.00539333 0.0203862 0.0198884 0.00260187 0.00250909 0.00462168 0.00740478 0.00343213 0.00261435 0.00376284 0.0145448 0.0057073 0.00327351 0.00361957 0.00299879 0.00187223 0.00236375 0.00205919 0.0018481 0.00369659 0.0022573 0.000876667
threshold=0.6362850000000001 -0.088634999999999992 -0.093649999999999997 -0.089594999999999994 0.10402500000000002 0.083955000000000016 -0.0092699999999999987 0.081685000000000021 0.024640000000000006 0.085075000000000026 -0.013885 -0.022504999999999997 -0.065004999999999993 0.086015000000000022 0.086775000000000033 -0.011764999999999999 0.18123500000000006 0.005935000000000001 0.15374500000000005 -0.11239999999999999 0.048565000000000011 0.10960500000000002 -0.41880499999999998
decision_type=2 2 2 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 5 6 7 -3 22 10 12 -12 -7 15 -15 -11 17 18 -4 20 -18 -21 -8
right_child=-2 4 3 -5 -6 9 8 -9 -10 13 11 -13 -14 14 -16 -17 19 -19 -20 21 -22 -23 -24
leaf_value=0.0021828647765497981 0.0012090536737143381 -4.9933780376011198e-05 -6.1608995949568161e-05 0.0019786069782576545 -0.00058451736099392518 -0.00017681309831551681 -6.0023625553289715e-05 0.0016475684722976616 -0.00079910489804949254 0.0011384799973442874 -0.0015216310754732766 -8.409677742485415e-05 0.00079925964995620851 -0.00084464112675328249 0 0 -3.9652101643879578e-05 0.00061171746575618602 0.00063100716420028526 0.00045334974239438829 -0.0011904138104094221 -0.00046445323478670807 0.00052247582279186513
leaf_weight=50 47 50 444 53 88 337 46 50 46 47 93 284 72 52 1547 47 67 73 47 59 49 48 52
leaf_count=50 47 50 444 53 88 337 46 50 46 47 93 284 72 52 1547 47 67 73 47 59 49 48 52
internal_value=0 1.60248e-05 0.000229702 0.000112468 -5.1337e-05 -3.38054e-05 0.000270055 0.000790631 -8.57721e-05 -6.40436e-05 -0.000214063 -0.000440886 -2.98451e-06 5.12137e-06 -2.79434e-05 0.000576283 -1.21662e-05 8.32595e-05 3.0231e-06 -0.000257183 -0.000532807 3.39743e-05 0.000240704
internal_weight=0 3701 890 840 2811 2723 244 100 144 2479 786 377 409 1693 1599 94 787 564 491 223 116 107 98
internal_count=3748 3701 890 840 2811 2723 244 100 144 2479 786 377 409 1693 1599 94 787 564 491 223 116 107 98
is_linear=0
shrinkage=0.0995203


Tree=6337
num_leaves=29
num_cat=0
split_feature=2 2 1 5 26 0 26 0 5 5 3 18 9 18 0 9 8 2 4 2 8 2 4 4 4 0 7 8
split_gain=0.00597706 0.0291097 0.00545003 0.00344967 0.00260897 0.00780466 0.0104276 0.0149179 0.0206422 0.00621693 0.00614833 0.0183688 0.00717312 0.0161106 0.00483456 0.00326998 0.00395955 0.00384247 0.00319968 0.00307688 0.00856154 0.0069697 0.00282894 0.00345015 0.0030429 0.00232162 0.00189608 0.00171072
threshold=-0.11700999999999999 -0.14091999999999996 -0.49056499999999997 0.073820000000000011 0.088435000000000027 -0.083514999999999992 0.09167500000000002 -0.087825 -0.021235 -0.039649999999999998 0.092635000000000023 0.090540000000000023 0.11351500000000002 0.11362500000000002 -0.082224999999999993 0.099330000000000016 -0.082739999999999994 -0.079604999999999995 0.14996500000000004 -0.073884999999999992 -0.077604999999999993 -0.076254999999999989 0.14039500000000002 0.13491500000000003 0.12631500000000004 -0.084369999999999987 0.056805000000000015 -0.0066399999999999992
decision_type=2 2 2 2 2 2 2 2 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 26 18 6 7 -6 -9 10 11 -7 13 -12 -11 16 17 -8 22 21 -21 -16 23 24 25 -2 27 -4
right_child=4 -3 3 -5 5 9 15 8 -10 14 12 -13 -14 -15 19 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00074492036780382889 -0.00016957577192892073 0.0025914970716362016 7.0962873301836624e-05 -0.00095982298305144411 -0.00014074057953619216 -0.0024806886357184059 0.00074885177329066818 0.0032633466776657936 0.00053053100513959718 0.0010329873158164981 0.0010428713553230703 0.00012881998744608628 -0.001180479941754309 -0.0009323402485587435 2.8767551920873608e-05 0.0006987479145580146 -0.00095980504596933152 -0.00037479831043232944 -0.00081321104435433573 0.0014038044074936435 -4.2945996637545986e-05 -0.0012859887172512964 0.00069123449750006197 -0.00081221330592804537 0.00058618073718091706 6.1359740247596232e-05 0.00037210764510650402 -0.00071827118217892042
leaf_weight=82 1129 52 59 47 67 48 52 49 64 53 96 59 48 71 295 52 49 71 58 55 150 46 48 62 70 691 77 48
leaf_count=82 1129 52 59 47 67 48 52 49 64 53 96 59 48 71 295 52 49 71 58 55 150 46 48 62 70 691 77 48
internal_value=0 0.000410713 4.5795e-05 -0.000198836 -1.30159e-05 9.56173e-05 0.000460551 0.0010246 0.0017228 -6.35734e-05 -0.000416821 -0.00103415 -0.000105784 0.000198209 0.000124953 3.64034e-06 -0.000201749 9.35854e-05 -8.33549e-05 3.53107e-05 0.000341213 -0.000146189 -6.17798e-05 -8.07159e-05 -5.62865e-05 -8.14466e-05 -3.69079e-09 -0.000275436
internal_weight=0 365 313 231 3383 1325 404 180 113 921 322 107 215 167 599 224 172 123 2058 546 205 341 2000 1952 1890 1820 184 107
internal_count=3748 365 313 231 3383 1325 404 180 113 921 322 107 215 167 599 224 172 123 2058 546 205 341 2000 1952 1890 1820 184 107
is_linear=0
shrinkage=0.0995203


Tree=6338
num_leaves=18
num_cat=0
split_feature=5 18 18 18 2 27 18 2 26 17 20 18 2 20 20 2 5
split_gain=0.0052577 0.00422023 0.0210973 0.00396694 0.00394454 0.00281816 0.00255215 0.00274363 0.00282754 0.00279942 0.0020898 0.00406533 0.00867466 0.00286164 0.00480486 0.00255806 0.00222191
threshold=0.6362850000000001 -0.10387 -0.117225 -0.098315 0.097285000000000024 0.11129500000000002 -0.16233499999999998 -0.078244999999999995 0.096155000000000018 -0.467555 -0.082784999999999984 -0.083039999999999989 -0.087075 -0.07825 -0.076909999999999992 -0.078994999999999996 -0.093384999999999982
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 6 10 7 9 -9 -1 11 12 -5 15 -15 -12 -13
right_child=-2 3 -4 5 -6 -7 -8 8 -10 -11 13 16 -14 14 -16 -17 -18
leaf_value=-0.00089524701432211256 0.0010714522727460376 -0.00094404694965400521 0.0019424527160158938 0.00017298817035019031 -0.00079573180034121988 -0.00061168466999099425 0.00066480167297293619 0.00068202900562132362 -0.00026209976064599407 0.00012075686332698639 0.00015952561448005591 -0.00033274556413145841 -0.0015750898766160046 -0.00099169806212989829 2.4307067987079568e-05 0.00090958657671339122 0.0001606065992795376
leaf_weight=54 47 46 66 54 52 76 71 76 52 51 165 148 57 47 2391 64 231
leaf_count=54 47 46 66 54 52 76 71 76 52 51 165 148 57 47 2391 64 231
internal_value=0 1.17777e-05 0.000308164 -2.61168e-05 2.87779e-06 -1.2803e-05 0.000142175 -1.3567e-05 0.000292081 -0.000393963 1.35484e-06 -0.000187278 -0.000717299 3.63188e-05 4.38463e-06 0.000372725 -2.98881e-05
internal_weight=0 3701 422 3279 356 3233 304 233 128 105 3157 490 111 2667 2438 229 379
internal_count=3748 3701 422 3279 356 3233 304 233 128 105 3157 490 111 2667 2438 229 379
is_linear=0
shrinkage=0.0995203


Tree=6339
num_leaves=21
num_cat=0
split_feature=2 2 3 8 27 27 2 17 2 9 17 17 17 2 26 1 2 2 9 3
split_gain=0.00470339 0.023608 0.00469696 0.00315432 0.00288285 0.00210866 0.00196313 0.00459736 0.00617807 0.00767332 0.00493906 0.00438026 0.00397867 0.00339293 0.0145325 0.00425927 0.00367505 0.00169527 0.00124483 0.00121515
threshold=-0.11700999999999999 -0.14091999999999996 0.11061500000000002 0.096835000000000018 0.11129500000000002 -0.086859999999999993 -0.082275000000000001 -0.0077549999999999997 -0.087444999999999995 0.084380000000000024 0.10932500000000002 -0.012064999999999999 -0.016659999999999998 -0.080484999999999987 0.091025000000000023 -0.080844999999999986 -0.080069999999999988 -0.079555000000000001 0.094085000000000016 0.08622500000000001
decision_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 18 5 -2 7 11 10 -10 -9 12 -7 14 15 -8 -15 -18 19 -1
right_child=4 -3 -4 -5 -6 6 13 8 9 -11 -12 -13 -14 16 -16 -17 17 -19 -20 -21
leaf_value=0.00013251114739617673 -0.00054881172977995539 0.0023261703894504556 0.00066196911375973697 -0.00078729000931171151 -0.00065028331048446104 2.0204981647614454e-05 -0.00074915689532128093 -0.00046935214460498264 -0.0018402672737994805 -0.0003980247356453417 0.00091108748450961189 0.00069497847741231374 -0.00090200608510199122 -0.00076653317787048257 0.0014732674771161362 0.00020620757023158718 0.00054578560221367283 1.9050999312545889e-05 0.00045830500805251351 -0.00051564751645169114
leaf_weight=64 68 52 86 65 69 615 61 49 46 191 53 89 50 58 86 190 63 1695 48 50
leaf_count=64 68 52 86 65 69 615 61 49 46 191 53 89 50 58 86 190 63 1695 48 50
internal_value=0 0.00036228 3.33945e-05 -0.000201138 -1.35964e-05 -9.31103e-08 1.11497e-05 -9.71701e-05 -0.000401783 -0.000681408 0.000239909 3.86987e-05 -4.79032e-05 6.652e-05 0.000356623 -2.27113e-05 1.2234e-05 3.83928e-05 2.89937e-05 -0.000144588
internal_weight=0 365 313 227 3383 3314 3246 1093 339 237 102 754 665 2153 337 251 1816 1758 162 114
internal_count=3748 365 313 227 3383 3314 3246 1093 339 237 102 754 665 2153 337 251 1816 1758 162 114
is_linear=0
shrinkage=0.0995203


Tree=6340
num_leaves=16
num_cat=0
split_feature=19 22 8 8 8 8 8 17 17 17 0 0 12 0 8
split_gain=0.00884661 0.00404106 0.00278835 0.0222596 0.00512057 0.00527437 0.0047205 0.00373896 0.00494826 0.00824109 0.00308229 0.00287526 0.00194649 0.00251108 0.00186862
threshold=0.14071500000000006 0.13160500000000006 -0.074504999999999988 -0.076194999999999999 -0.065919999999999992 -0.068904999999999994 -0.071594999999999992 -0.095109999999999986 -0.084209999999999993 -0.067015000000000005 -0.13417999999999999 -0.068604999999999985 -0.082629999999999995 0.061855000000000014 -0.077074999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 6 -4 10 -9 -10 -6 -12 -1 14 -14
right_child=-2 -3 4 -5 7 -7 -8 8 9 -11 11 -13 13 -15 -16
leaf_value=-0.00057341815754091989 0.0013794093280847714 -0.00089786003070257481 -0.00078613065759254922 0.0021733708165449944 -0.0010332504454868589 -0.0012764469655666762 0.00026662133100349413 0.00083958291289555132 -0.0011296957297179271 0.00011366795347446667 0.00030559263077484955 -0.0003216882888286983 8.7098765230238379e-06 0.00073255900053098295 0.00064451346073087347
leaf_weight=52 46 50 79 49 46 67 89 81 57 712 95 292 1925 51 47
leaf_count=52 46 50 79 49 46 67 89 81 57 712 95 292 1925 51 47
internal_value=0 -9.19346e-06 2.78204e-06 7.66167e-05 -9.99889e-05 -0.000527221 -0.00022355 -2.1097e-05 9.94649e-05 2.04425e-05 -0.000259656 -0.000165589 2.67085e-05 4.2539e-05 2.42786e-05
internal_weight=0 3692 3642 2124 1518 235 168 1283 850 769 433 387 2075 2023 1972
internal_count=3738 3692 3642 2124 1518 235 168 1283 850 769 433 387 2075 2023 1972
is_linear=0
shrinkage=0.0995203


Tree=6341
num_leaves=22
num_cat=0
split_feature=19 3 18 0 2 8 17 5 26 9 21 6 26 19 8 4 3 8 1 5 26
split_gain=0.00717301 0.00289836 0.0133423 0.00341682 0.00404425 0.00971146 0.00474398 0.00245377 0.0022334 0.00741095 0.00227277 0.00414812 0.00546106 0.00433589 0.00299265 0.00405071 0.00656951 0.00572513 0.00244249 0.00228501 0.00238001
threshold=0.14071500000000006 0.083955000000000016 -0.094389999999999988 0.019150000000000004 -0.085804999999999992 -0.08595499999999999 -0.0088649999999999996 -0.44524499999999995 0.15222000000000005 0.11351500000000002 -0.0092899999999999996 -0.011749999999999998 0.083760000000000015 0.10781000000000003 -0.00076499999999999995 0.08544000000000003 0.10850000000000003 1.0000000180025095e-35 1.0000000180025095e-35 -0.50544999999999984 0.12236500000000003
decision_type=2 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 -6 -8 10 -10 11 12 -3 18 19 17 -17 -16 -13 -12 -21
right_child=-2 8 3 -5 6 -7 7 -9 9 -11 14 13 -14 -15 15 16 -18 -19 -20 20 -22
leaf_value=0.0015735871978212125 0.0012421302291528102 0.0011328581668294787 -0.00030291451077537723 -0.00071333710058895782 -0.00091290569572487353 0.0014361118787081649 -0.00027560539593249854 0.00069374428483755766 0.0010011592139155482 -0.0004752510814996138 -0.00054151807609185314 0.00028109067494440951 -5.6765290274820534e-05 -0.00093184721503968286 -0.0015129259966938256 0.00042569707530495693 -0.00049616562625370516 -0.000344360178832384 -0.00048995992977660346 -3.357654719282798e-05 0.00059224250185150457
leaf_weight=63 46 81 63 56 58 63 50 52 77 59 85 181 70 48 52 151 155 224 52 1990 62
leaf_count=63 46 81 63 56 58 63 50 52 77 59 85 181 70 48 52 151 155 224 52 1990 62
internal_value=0 -8.2344e-06 0.00024269 -8.23702e-08 0.000136714 0.000560102 -0.000191588 0.000210547 -3.94005e-05 0.000354638 -5.66673e-05 0.000154679 0.000575956 -6.87873e-05 -9.05476e-05 -0.000290813 -3.85843e-05 -0.000567491 0.000105497 -3.56235e-05 -1.42688e-05
internal_weight=0 3692 405 342 286 126 160 102 3287 136 3151 432 151 281 2719 582 306 276 233 2137 2052
internal_count=3738 3692 405 342 286 126 160 102 3287 136 3151 432 151 281 2719 582 306 276 233 2137 2052
is_linear=0
shrinkage=0.0995203


Tree=6342
num_leaves=21
num_cat=0
split_feature=19 22 9 2 2 3 6 9 2 2 26 9 21 1 9 3 29 9 0 3
split_gain=0.00581733 0.00309009 0.00241014 0.00396913 0.00455324 0.00461234 0.00458212 0.00439337 0.00383029 0.018053 0.00470555 0.0108841 0.00332636 0.00297752 0.00704932 0.0107589 0.00258996 0.00130385 0.00159359 0.00153725
threshold=0.14071500000000006 0.13160500000000006 0.092855000000000021 -0.06717999999999999 -0.072624999999999981 0.092200000000000018 0.094510000000000025 0.093705000000000024 -0.097424999999999998 -0.104295 0.11215000000000001 -0.069359999999999991 0.13276500000000005 -0.052259999999999994 0.11296000000000002 0.12651000000000004 0.093650000000000025 0.083760000000000015 -0.080884999999999999 0.085625000000000021
decision_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 -4 -6 -7 9 17 12 -12 16 -5 -15 -16 -10 19 -19 -1
right_child=-2 -3 3 13 6 7 -8 -9 10 -11 11 -13 -14 14 15 -17 -18 18 -20 -21
leaf_value=0.00018382258268990117 0.0011185131525589108 -0.00078462061088152069 -0.00079856648600612294 0.00067109336532850269 -0.00026429761785944528 0.00084666727124964585 -0.0015915965855953353 -0.0001258276842090725 -5.2664916962016757e-05 0.0021806459684066033 -0.00031014463051736709 0.0017262805089570388 0.00081093787890151577 0.0010179835162871466 0.00025176067731158081 -0.0016395725236534923 0.00060935512371359146 -6.0999837662697957e-05 0.00067695756085238131 -0.00057547765835486522
leaf_weight=47 46 50 91 88 61 51 47 465 2189 47 53 50 47 46 83 46 60 63 51 57
leaf_count=47 46 50 91 88 61 51 47 465 2189 47 53 50 47 46 83 46 60 63 51 57
internal_value=0 -7.50317e-06 2.94089e-06 -0.000130437 -0.000252537 -0.000144974 -0.000849499 -2.81224e-05 5.22135e-05 0.000411357 1.22002e-05 0.000670464 -1.69733e-05 0.000198395 -3.4627e-05 -0.000416323 -3.46392e-05 2.61498e-05 0.000261958 -0.000224461
internal_weight=0 3692 3642 978 715 607 108 516 2664 265 2399 103 2296 263 175 129 2249 218 114 104
internal_count=3738 3692 3642 978 715 607 108 516 2664 265 2399 103 2296 263 175 129 2249 218 114 104
is_linear=0
shrinkage=0.0995203


Tree=6343
num_leaves=20
num_cat=0
split_feature=19 5 18 5 18 18 0 17 5 0 17 17 26 0 18 30 10 18 5
split_gain=0.00471696 0.0027938 0.011929 0.0181099 0.00286902 0.0046324 0.00385098 0.00381487 0.00404952 0.00357382 0.00368136 0.00476607 0.00313361 0.00339404 0.00255622 0.00214569 0.00239344 0.00212613 0.00232668
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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 9 -6 -8 14 12 11 -11 13 -3 -9 16 17 -4 -19
right_child=-2 4 15 -5 6 -7 7 8 -10 10 -12 -13 -14 -15 -16 -17 -18 18 -20
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leaf_weight=73 46 167 52 49 86 63 63 69 65 79 53 55 51 49 77 71 48 2469 53
leaf_count=73 46 167 52 49 86 63 63 69 65 79 53 55 51 49 77 71 48 2469 53
internal_value=0 -6.73438e-06 4.13554e-05 0.0010039 -0.000162027 -0.00031246 5.17386e-05 0.000236161 2.92335e-05 -0.00019929 -0.00053319 -0.000811912 3.14989e-05 -0.000130958 0.000323834 -1.94622e-06 -1.68671e-05 -3.56295e-06 9.1048e-06
internal_weight=0 3692 2815 122 877 517 360 274 211 454 187 134 267 216 146 2693 2622 2574 2522
internal_count=3738 3692 2815 122 877 517 360 274 211 454 187 134 267 216 146 2693 2622 2574 2522
is_linear=0
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Tree=6344
num_leaves=12
num_cat=0
split_feature=19 19 0 18 0 9 7 9 0 26 2
split_gain=0.00407959 0.0028559 0.00261506 0.00524467 0.00328629 0.00293826 0.00152478 0.0025157 0.00265033 0.00249354 0.00167465
threshold=-0.10411999999999999 0.14107000000000006 0.11291000000000002 -0.060544999999999995 0.048265000000000009 0.095415000000000014 0.082295000000000021 0.11408000000000003 -0.059114999999999994 0.26711000000000013 -0.13535499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -5 7 9 -9 -2 -8
right_child=1 -3 3 5 -6 -7 10 8 -10 -11 -12
leaf_value=0.00080714000314277871 2.0739056374131707e-05 -0.00077350971595090937 -0.0012091937267003049 -0.00040449101434629259 0.00062501724801357242 0.0005889193266842398 3.5831745712762363e-05 0.00010848771109435891 0.00088487042257704275 -0.00063787543398771619 -0.00074869664825070418
leaf_weight=64 3011 46 51 74 91 49 51 133 67 58 53
leaf_count=64 3011 46 51 74 91 49 51 133 67 58 53
internal_value=0 5.39117e-06 1.54649e-05 -0.000360599 3.45912e-05 -2.08661e-06 1.84195e-05 3.0585e-05 0.000372669 8.02537e-06 -0.000356105
internal_weight=0 3684 3638 174 3464 123 3373 3269 200 3069 104
internal_count=3748 3684 3638 174 3464 123 3373 3269 200 3069 104
is_linear=0
shrinkage=0.0995203


Tree=6345
num_leaves=14
num_cat=0
split_feature=19 19 0 3 9 1 0 1 1 0 26 9 1
split_gain=0.0033077 0.00231597 0.00212125 0.00306713 0.0030108 0.00289439 0.00289578 0.00162418 0.0116738 0.00251111 0.00809457 0.0058931 0.00227042
threshold=-0.10411999999999999 0.14107000000000006 0.11291000000000002 0.11089500000000001 0.095415000000000014 -0.50290499999999982 0.048265000000000009 -0.077634999999999996 -0.074694999999999998 -0.071799999999999989 0.11377500000000003 0.092150000000000024 -0.07002499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 -2 9 -9 10 -7 -11 -10
right_child=1 -3 3 -5 -6 7 -8 8 12 11 -12 -13 -14
leaf_value=0.0007268133128774982 0 -0.00069652999729816895 -0.00047480296965002068 -0.00093177969148530737 0.00053905109412544011 -7.7857479551270652e-05 0.0010735905700087376 0.001167322838229497 -0.00049331580847623141 -0.00016215610704736245 -0.0013707482144474808 0.0010788065138670824 3.6933124279331211e-05
leaf_weight=64 48 46 67 56 51 849 52 91 83 107 51 58 2125
leaf_count=64 48 46 67 56 51 849 52 91 83 107 51 58 2125
internal_value=0 4.85465e-06 1.39482e-05 -0.000324712 -2.96743e-05 3.11957e-05 0.000559057 1.52609e-05 6.25333e-05 -8.60166e-05 -0.000152031 0.0002691 1.663e-05
internal_weight=0 3684 3638 174 118 3464 100 3364 2299 1065 900 165 2208
internal_count=3748 3684 3638 174 118 3464 100 3364 2299 1065 900 165 2208
is_linear=0
shrinkage=0.0995203


Tree=6346
num_leaves=13
num_cat=0
split_feature=19 19 0 18 2 0 5 5 26 5 26 38
split_gain=0.00268238 0.00187775 0.00172002 0.00442781 0.00235452 0.00209841 0.00154457 0.00729416 0.018076 0.00347932 0.00231527 0.00152624
threshold=-0.10411999999999999 0.14107000000000006 0.11291000000000002 -0.060544999999999995 -0.13535499999999998 0.048265000000000009 -0.091229999999999992 -0.10123 0.085945000000000021 -0.087969999999999993 0.11991000000000003 -0.072014999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 7 11 -9 -8 -11 -2
right_child=1 -3 3 4 -6 -7 9 8 -10 10 -12 -13
leaf_value=0.00065448062229910855 0.00054565991991933796 -0.00062721117837131763 -0.0010724479187401361 0.00046251531471383896 -0.00040750944625247688 0.0004999325833688578 -0.00067278969348914905 0.0020648253109297522 -0.00011223621589651906 1.9777169111180162e-05 -0.00040045936975186751 -3.2831666248279831e-05
leaf_weight=64 48 46 51 62 61 91 80 62 95 2185 138 765
leaf_count=64 48 46 51 62 61 91 80 62 95 2185 138 765
internal_value=0 4.30729e-06 1.25174e-05 -0.000292397 2.43841e-05 2.80699e-05 1.50968e-05 0.000121251 0.000742281 -2.7413e-05 -4.83498e-06 3.15928e-07
internal_weight=0 3684 3638 174 123 3464 3373 970 157 2403 2323 813
internal_count=3748 3684 3638 174 123 3464 3373 970 157 2403 2323 813
is_linear=0
shrinkage=0.0995203


Tree=6347
num_leaves=15
num_cat=0
split_feature=18 5 5 0 0 9 2 0 4 30 0 0 2 8
split_gain=0.00235291 0.00220821 0.00151502 0.00132229 0.00740651 0.0155056 0.005953 0.00445836 0.00176379 0.00190969 0.00182276 0.0015572 0.00294722 0.00201736
threshold=-0.47082499999999999 0.63223000000000018 0.5252300000000002 -0.095339999999999994 -0.10096999999999999 0.08488500000000003 -0.079739999999999991 -0.094139999999999988 0.12498500000000003 0.083480000000000013 -0.14028499999999997 -0.091134999999999994 -0.081344999999999987 -0.086304999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -6 -7 -5 9 -2 -10 12 -9 -13
right_child=1 -3 -4 7 5 6 -8 11 10 -11 -12 13 -14 -15
leaf_value=0.00070644902549504222 -2.1003288391607963e-05 -0.00060948293161392213 0.00054819215724446926 -0.00095945272966078954 0.0022695421634929963 -0.00057562807815700074 0.00088495461819232662 -0.00022399637744495248 0.00083294744167777021 -0.00061159595700544466 -3.251279527186374e-05 -0.00018668504108011502 0.00079726651476353576 2.2572535408428557e-05
leaf_weight=48 604 57 52 50 46 60 51 48 46 60 47 597 64 1918
leaf_count=48 604 57 52 50 46 60 51 48 46 60 47 597 64 1918
internal_value=0 4.82517e-06 1.46616e-05 6.70778e-06 0.000110243 0.000732446 8.80755e-05 -2.83363e-05 -1.77185e-05 -7.5603e-05 0.000386762 -1.03026e-05 0.000352273 -2.67746e-05
internal_weight=0 3700 3643 3591 914 157 111 2677 757 664 93 2627 112 2515
internal_count=3748 3700 3643 3591 914 157 111 2677 757 664 93 2627 112 2515
is_linear=0
shrinkage=0.0995203


Tree=6348
num_leaves=13
num_cat=0
split_feature=18 26 26 10 24 3 2 1 10 20 20 0
split_gain=0.00887844 0.00434432 0.0125669 0.0047619 0.0077745 0.00232999 0.00405737 0.00280906 0.00227526 0.00253129 0.00862384 0.00274712
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 6 -1 -7 9 10 -6 -11
right_child=-2 3 -4 -5 8 7 -8 -9 -10 11 -12 -13
leaf_value=0.00013168365305652483 -0.0014034544573425158 -0.0012816453402241944 -0.0019085674421487181 0.00092292940246148239 -3.2732892312486979e-05 0.00072844825029421138 -0.0010892306181071395 -0.00021869457558585062 -0.00057531804366416669 0.00083130307983363312 -0.0012399403743750695 6.7553139476051106e-05
leaf_weight=55 47 47 46 55 1109 54 51 71 65 48 62 2017
leaf_count=55 47 47 46 55 1109 54 51 71 65 48 62 2017
internal_value=0 -2.63598e-05 -0.000405392 4.25241e-06 -1.05949e-05 -0.000102514 -0.000448015 0.000183922 7.25452e-06 1.92094e-05 -9.73491e-05 8.57026e-05
internal_weight=0 3680 277 3403 3348 231 106 125 3301 3236 1171 2065
internal_count=3727 3680 277 3403 3348 231 106 125 3301 3236 1171 2065
is_linear=0
shrinkage=0.0995203


Tree=6349
num_leaves=14
num_cat=0
split_feature=1 23 6 26 1 8 19 2 0 5 20 21 1
split_gain=0.00803808 0.00623449 0.00655404 0.00352414 0.010259 0.0079584 0.00420843 0.00401148 0.00459463 0.00269417 0.00221379 0.00218144 0.00229968
threshold=-0.55579999999999996 -0.046924999999999994 -0.45687499999999998 -0.086635000000000004 -0.14482999999999999 0.10228000000000002 0.12477000000000003 -0.026175 -0.067839999999999998 -0.068984999999999991 -0.014955 -0.10962999999999999 0.18123500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 11 8 10 -8 -6 -5 -13
right_child=1 3 -4 5 7 -7 9 -9 -10 -11 -12 12 -14
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leaf_weight=51 52 47 49 47 123 68 60 72 61 71 82 2609 335
leaf_count=51 52 47 49 47 123 68 60 72 61 71 82 2609 335
internal_value=0 -2.21742e-05 -0.000793261 -1.6064e-07 -0.000284811 3.39371e-05 1.04734e-05 -9.06788e-05 8.49351e-05 -0.000541262 -0.000137259 3.49121e-05 2.38854e-05
internal_weight=0 3676 101 3575 385 3190 3122 338 266 131 205 2991 2944
internal_count=3727 3676 101 3575 385 3190 3122 338 266 131 205 2991 2944
is_linear=0
shrinkage=0.0995203


Tree=6350
num_leaves=13
num_cat=0
split_feature=18 23 6 12 8 8 1 1 8 9 18 9
split_gain=0.00664101 0.00505852 0.00530325 0.00313647 0.0028762 0.0104438 0.00226868 0.00252526 0.00139028 0.00163502 0.00478768 0.00473662
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 -6 7 -7 9 11 -11 -3
right_child=-2 3 -4 -5 5 6 -8 -9 -10 10 -12 -13
leaf_value=0 -0.0012115425533223911 4.0161280382991974e-05 -0.001458056253532703 0.00081556317667371542 -0.0015195495276413822 0.0005346115579413865 0.00056232613946099628 -0.00016663517717245584 0.00054725095329745627 0 -0.0010042718769484146 0.0010407257697745706
leaf_weight=52 47 2170 49 46 53 54 51 770 53 277 57 48
leaf_count=52 47 2170 49 46 53 54 51 770 53 277 57 48
internal_value=0 -2.04982e-05 -0.000715083 -6.68139e-07 -1.15273e-05 -0.000162154 -7.8999e-05 -0.000119686 4.18175e-05 3.09998e-05 -0.000173633 6.21837e-05
internal_weight=0 3680 101 3579 3533 928 875 824 2605 2552 334 2218
internal_count=3727 3680 101 3579 3533 928 875 824 2605 2552 334 2218
is_linear=0
shrinkage=0.0995203


Tree=6351
num_leaves=12
num_cat=0
split_feature=17 23 7 2 7 2 18 17 27 21 6
split_gain=0.00685553 0.00416918 0.00766435 0.00358472 0.00330356 0.0047647 0.0142821 0.00464637 0.00290681 0.00267975 0.000758828
threshold=-0.5696199999999999 -0.046924999999999994 0.057175000000000011 -0.241895 1.0000000180025095e-35 -0.13088999999999998 -0.0039399999999999991 -1.0000000180025095e-35 -0.092839999999999992 -0.10962999999999999 -0.040424999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 -6 -7 -10 -8
right_child=1 3 -4 4 7 8 10 -9 9 -11 -12
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leaf_weight=64 53 51 48 54 67 50 57 55 55 3125 48
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internal_value=0 -1.41104e-05 -0.000644685 3.5396e-06 -8.26224e-06 -2.68076e-05 -0.000558671 0.000500193 -3.72651e-07 1.12121e-05 0.000110393
internal_weight=0 3663 101 3562 3511 3389 159 122 3230 3180 105
internal_count=3727 3663 101 3562 3511 3389 159 122 3230 3180 105
is_linear=0
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Tree=6352
num_leaves=14
num_cat=0
split_feature=10 19 2 2 6 6 8 20 6 1 26 26 26
split_gain=0.028551 0.0194987 0.0052222 0.00212735 0.00401431 0.0203348 0.00417196 0.00344823 0.00488587 0.00328072 0.00236829 0.00712493 0.00543137
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 -6 -7 -5 9 -9 11 -1 -12
right_child=-2 -3 -4 7 5 6 -8 8 -10 -11 12 -13 -14
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leaf_weight=571 54 47 53 60 54 96 106 388 66 2051 50 84 75
leaf_count=571 54 47 53 60 54 96 106 388 66 2051 50 84 75
internal_value=0 -1.75601e-05 8.12392e-06 -6.08396e-06 0.00011402 0.00045598 0 -5.4913e-05 -3.67122e-05 -5.98884e-05 7.375e-07 -7.39655e-05 0.00039873
internal_weight=0 3701 3654 3601 1036 256 202 2565 2505 2439 780 655 125
internal_count=3755 3701 3654 3601 1036 256 202 2565 2505 2439 780 655 125
is_linear=0
shrinkage=0.0995203


Tree=6353
num_leaves=15
num_cat=0
split_feature=22 17 9 2 2 9 9 2 2 1 2 20 20 9
split_gain=0.027746 0.00599066 0.00832794 0.00338253 0.00189939 0.00386214 0.0176792 0.00637058 0.00314937 0.0059948 0.00272099 0.00247232 0.00210421 0.00156733
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 9 -6 13 -10 -13 -7
right_child=-2 2 -4 -5 8 10 -8 -9 11 -11 -12 12 -14 -15
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leaf_weight=293 46 71 48 54 57 86 52 91 59 54 70 103 2210 461
leaf_count=293 46 71 48 54 57 86 52 91 59 54 70 103 2210 461
internal_value=0 -1.55346e-05 -0.0007103 7.2672e-06 -4.44047e-06 0.000107311 0.000334296 9.8851e-05 -5.2162e-05 -0.00057066 -5.17605e-05 -2.75533e-05 -1.09661e-05 2.15568e-05
internal_weight=0 3709 119 3590 3536 1053 436 384 2483 111 617 2372 2313 547
internal_count=3755 3709 119 3590 3536 1053 436 384 2483 111 617 2372 2313 547
is_linear=0
shrinkage=0.0995203


Tree=6354
num_leaves=16
num_cat=0
split_feature=22 19 2 0 0 17 0 3 0 0 5 8 6 8 6
split_gain=0.0224971 0.0172247 0.00271515 0.001994 0.00815845 0.00266956 0.0039783 0.00370865 0.00201421 0.0055932 0.00454038 0.00375254 0.00137005 0.002663 0.00252577
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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 -6 -7 12 10 -10 -11 13 -1 -14
right_child=-2 -3 -4 4 5 7 -8 -9 9 11 -12 -13 14 -15 -16
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leaf_weight=178 46 47 54 52 59 212 1616 397 78 439 53 64 55 99 306
leaf_count=178 46 47 54 52 59 212 1616 397 78 439 53 64 55 99 306
internal_value=0 -1.40106e-05 1.00638e-05 -1.93044e-07 5.41738e-05 2.57451e-05 -3.87205e-05 0.000204396 -0.00010068 -0.00022643 -0.00080629 -7.3785e-05 2.29981e-05 -0.000141969 0.000151848
internal_weight=0 3709 3662 3608 2336 2284 1675 609 1272 634 131 503 638 277 361
internal_count=3755 3709 3662 3608 2336 2284 1675 609 1272 634 131 503 638 277 361
is_linear=0
shrinkage=0.0995203


Tree=6355
num_leaves=13
num_cat=0
split_feature=27 19 3 19 9 29 9 3 1 2 3 17
split_gain=0.0210524 0.0119749 0.00229867 0.00377539 0.00352311 0.00770991 0.00382504 0.00328233 0.00282464 0.00378092 0.00291785 0.00244466
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4 9 11 -11 -5
right_child=-2 -3 4 8 -6 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.00065993852026619655 -0.0018267964258950815 -0.0015845217655894583 0.00087659574422991389 0.00063880128351378508 -0.00046171653482679232 0.0014349442657273059 -0.00063271596574383327 6.1511926861117236e-05 0.00060397692716618182 -0.0001034623783352612 -0.0011958128455937856 -2.7109498718961392e-06
leaf_weight=87 64 47 73 60 59 56 50 156 76 55 46 2926
leaf_count=87 64 47 73 60 59 56 50 156 76 55 46 2926
internal_value=0 -5.97086e-06 1.41645e-05 -1.31179e-05 0.000241287 0.000367544 0.000150364 0.000324917 4.41448e-06 -1.00812e-05 -0.000609074 9.90531e-06
internal_weight=0 3691 3644 3250 394 335 279 229 3163 3087 101 2986
internal_count=3755 3691 3644 3250 394 335 279 229 3163 3087 101 2986
is_linear=0
shrinkage=0.0995203


Tree=6356
num_leaves=20
num_cat=0
split_feature=18 30 21 18 18 3 9 5 8 9 3 21 4 3 18 3 9 4 4
split_gain=0.0141018 0.00313004 0.00231166 0.00366434 0.00594066 0.00272627 0.00676378 0.00421315 0.00333156 0.0017102 0.00280983 0.00638474 0.00376738 0.00466738 0.00349805 0.00261451 0.00924135 0.00374473 0.00193465
threshold=0.26473000000000008 0.12076500000000003 -0.010234999999999999 -0.087724999999999984 -0.10212999999999998 0.10726500000000001 0.083925000000000013 -0.01504 -0.082094999999999987 1.0000000180025095e-35 0.10850000000000003 0.10237500000000002 0.10868000000000001 0.11693000000000002 0.090285000000000018 0.12551500000000002 0.11408000000000003 0.10801000000000002 0.10373000000000003
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 -5 -8 -7 10 11 14 -12 -14 -4 17 -17 18 -11
right_child=-2 -3 9 5 -6 8 7 -9 -10 15 12 -13 13 -15 -16 16 -18 -19 -20
leaf_value=5.3505161580138778e-05 -0.0014006336923872522 0.00078205971073305128 0.00026123514152549034 -0.0009255501830922726 0.0015774024476787106 -3.6470692992950535e-05 0.00060111093451165976 -0.00035126213627231681 0.001076980618579757 -8.3869826174873678e-05 -0.00066821217391720904 0.0013802195031306728 0.00096822224979560621 -0.00011561706957810326 -0.00057974175180171977 0.0012888532172866624 -0.00052135799094254435 -0.00082125169103510409 0.00056653108671539864
leaf_weight=59 71 52 333 73 46 54 110 78 50 2126 89 46 48 215 57 57 54 68 46
leaf_count=59 71 52 333 73 46 54 110 78 50 2126 89 46 48 215 57 57 54 68 46
internal_value=0 1.53577e-05 4.08387e-06 0.000210118 0.000728914 5.86328e-05 -0.000110504 0.000201623 0.000490971 -2.65047e-05 9.99539e-05 0.000269349 -0.000107539 7.90814e-05 0.000136224 -6.92389e-05 0.000400835 -9.28982e-05 -6.97183e-05
internal_weight=0 3661 3609 470 105 365 261 188 104 3139 788 436 352 263 390 2351 111 2240 2172
internal_count=3732 3661 3609 470 105 365 261 188 104 3139 788 436 352 263 390 2351 111 2240 2172
is_linear=0
shrinkage=0.0995203


Tree=6357
num_leaves=22
num_cat=0
split_feature=18 2 26 26 8 8 26 2 26 8 9 21 0 26 26 18 2 21 2 21 8
split_gain=0.0114348 0.00272079 0.00387314 0.00621552 0.0114837 0.0192128 0.00780884 0.00516306 0.00492867 0.0038065 0.0142665 0.00390981 0.00341706 0.00298491 0.00230553 0.00457482 0.00271701 0.00655225 0.00367073 0.0018227 0.00205367
threshold=0.26473000000000008 -0.06717999999999999 0.096275000000000013 0.11081000000000002 -0.080835000000000004 -0.073644999999999988 0.11624000000000002 -0.077604999999999993 0.095245000000000024 0.0073150000000000012 0.11351500000000002 -0.075024999999999994 -0.073914999999999995 -0.089654999999999999 0.09271500000000002 -0.088855000000000003 -0.079739999999999991 0.099005000000000024 -0.080644999999999994 -1.0000000180025095e-35 -0.39070999999999995
decision_type=2 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 -4 -6 -5 12 14 11 -11 -3 -8 -13 16 -16 18 -18 -1 -15 -21
right_child=-2 9 3 6 5 -7 7 -9 -10 10 -12 13 -14 19 15 -17 17 -19 -20 20 -22
leaf_value=7.8960282155302425e-06 -0.0012612422900629516 0.00076829641667986674 0.00022854366077410679 0.0010835137854780866 -0.0027857699546046293 -0.00031239633018107421 -0.00045634533288336099 -0.0010024824423334206 0.00099760002567159567 0.0019424957856253289 -0.00031599993417426314 -0.00074625969548154343 0.00072202767975769943 -0.00046753164214210439 0.00038028841062303867 -0.00081987881147038743 0.00063811315914391879 -0.00056024468300729623 -0.0006230050844560713 -0.00018799048564843102 0.00018089562579314117
leaf_weight=1530 71 76 81 55 51 82 46 62 49 50 61 47 51 59 47 91 177 60 97 188 701
leaf_count=1530 71 76 81 55 51 82 46 62 49 50 61 47 51 59 47 91 177 60 97 188 701
internal_value=0 1.38293e-05 -4.5164e-05 -0.000317542 -0.000697097 -0.00126699 5.81881e-05 -0.000291336 1.12763e-05 0.000138248 0.000693966 7.98882e-05 0.000154772 2.64835e-05 -1.24556e-05 -0.000405194 1.61814e-05 0.000331277 -2.92145e-05 6.56582e-05 0.000101965
internal_weight=0 3661 2479 428 214 133 214 159 2051 1182 111 1071 97 995 2002 138 1864 237 1627 948 889
internal_count=3732 3661 2479 428 214 133 214 159 2051 1182 111 1071 97 995 2002 138 1864 237 1627 948 889
is_linear=0
shrinkage=0.0995203


Tree=6358
num_leaves=20
num_cat=0
split_feature=17 8 8 1 1 26 3 8 9 4 4 4 4 4 6 4 4 9 8
split_gain=0.00859791 0.003082 0.00555564 0.00983934 0.00416693 0.00329556 0.0029609 0.0033406 0.00613956 0.00255684 0.00326103 0.0026877 0.00610297 0.00213585 0.00197442 0.00168794 0.00264562 0.00135532 0.00161359
threshold=-0.56655999999999984 -0.092094999999999996 -0.11187999999999999 -0.081594999999999987 -0.076894999999999991 0.087675000000000017 0.13730000000000006 -0.057284999999999996 0.11351500000000002 0.11509500000000002 0.10739000000000003 0.10533000000000002 0.10300500000000003 0.13364000000000004 -0.075739999999999988 0.13962500000000003 0.11995000000000003 -0.069359999999999991 -0.409445
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 -4 -5 -6 9 -8 -9 10 11 12 -3 -11 -12 16 17 -2 -19
right_child=1 6 3 4 5 -7 7 8 -10 13 14 -13 -14 -15 -16 -17 -18 18 -20
leaf_value=-0.0010570316822557859 0.00056766856395581099 2.2031428690212417e-05 -0.0017458482579668711 0.00047060817477215922 -0.00095928489973378013 2.8297489844268816e-05 -0.00018118788484527753 0.0013620632654412874 -2.6500422261106249e-05 -0.00072997420964258648 0.00016440850805017423 -0.00069215567225234186 0.0011442126584211042 0.00010564723332848768 0.0010955128032377579 0.00045691771000255511 -0.0006444263282834586 -0.00041460773236393262 0.00015427396331322622
leaf_weight=76 46 2496 54 59 76 57 56 69 56 78 49 50 49 47 46 78 62 72 156
leaf_count=76 46 2496 54 59 76 57 56 69 56 78 49 50 49 47 46 78 62 72 156
internal_value=0 1.23429e-05 -0.000182049 -0.000556846 -0.000218175 -0.00052988 5.54395e-05 0.000445937 0.000733438 3.00403e-05 5.07569e-05 2.94602e-05 4.3959e-05 -0.000409232 0.000623876 3.86785e-05 -5.59764e-05 7.41889e-05 -2.17825e-05
internal_weight=0 3656 660 246 192 133 2996 181 125 2815 2690 2595 2545 125 95 414 336 274 228
internal_count=3732 3656 660 246 192 133 2996 181 125 2815 2690 2595 2545 125 95 414 336 274 228
is_linear=0
shrinkage=0.0995203


Tree=6359
num_leaves=19
num_cat=0
split_feature=18 26 26 26 0 18 3 3 26 26 1 5 3 0 18 0 3 4
split_gain=0.00891811 0.00271775 0.00249549 0.00744672 0.00318154 0.00982376 0.0108235 0.0126974 0.00733097 0.00437055 0.00271941 0.00526393 0.00635972 0.00289128 0.00256597 0.00257694 0.00416133 0.00350323
threshold=0.26473000000000008 0.5128250000000002 0.090020000000000031 0.089545000000000027 -0.080074999999999993 -0.015069999999999998 0.092635000000000023 0.089485000000000023 0.091275000000000023 0.093535000000000021 -0.082489999999999994 -0.082635 0.091975000000000015 -0.075709999999999986 0.14607000000000003 -0.15137999999999999 0.087045000000000025 0.13707500000000003
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 7 -4 -7 -10 13 -12 -13 -6 15 16 -1 -17
right_child=-2 -3 4 -5 10 8 -8 -9 9 -11 11 12 -14 -15 -16 17 -18 -19
leaf_value=0.00095577455518945534 -0.0011130752341224437 0.00074922930972123587 -0.00049437139921439382 0.0011929697293364975 0.0010372922057514352 0.0010700296786947106 0.00012001069891440369 -0.0027853294109734922 -0.0010615276972532758 -6.343358425767148e-06 -0.00096190994219469395 0.0010656697806051222 -0.00010333422196197503 6.5850952194837221e-05 0.00069183499515666649 5.8658650260153643e-06 7.7360978694728969e-05 -0.00058899620088543019
leaf_weight=71 71 49 51 56 48 53 56 47 49 196 60 52 403 88 57 1996 226 103
leaf_count=71 71 49 51 56 48 53 56 47 49 196 60 52 403 88 57 1996 226 103
internal_value=0 1.29709e-05 2.75621e-06 5.78247e-05 -0.000121766 -0.000324708 -0.000970149 -0.00160145 6.09451e-06 -0.000220722 1.78825e-05 -8.53271e-05 2.84672e-05 0.000414732 3.15765e-05 1.55275e-05 0.000290109 -2.29346e-05
internal_weight=0 3661 3612 2509 1103 452 154 98 298 245 651 515 455 136 2453 2396 297 2099
internal_count=3732 3661 3612 2509 1103 452 154 98 298 245 651 515 455 136 2453 2396 297 2099
is_linear=0
shrinkage=0.0995203


Tree=6360
num_leaves=22
num_cat=0
split_feature=18 17 5 26 2 9 19 2 2 17 8 0 5 2 19 5 17 18 0 17 0
split_gain=0.00464277 0.00163232 0.00430391 0.00640786 0.0103278 0.00770636 0.00297891 0.00326473 0.00310584 0.00285789 0.00402192 0.00629379 0.00280353 0.00250421 0.00247816 0.00214829 0.00188764 0.00188844 0.00555999 0.00394049 0.00121237
threshold=0.26090000000000008 0.10932500000000002 -0.040404999999999996 0.096980000000000025 -0.074304999999999996 0.084795000000000023 0.083475000000000021 -0.084924999999999987 -0.081344999999999987 0.40057000000000009 -0.078504999999999991 -0.090939999999999993 -0.497305 -0.079149999999999984 0.0069650000000000016 0.0053250000000000016 0.07134500000000002 0.11769500000000002 -0.069955000000000003 0.057560000000000014 -0.088329999999999992
decision_type=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 -4 14 -8 -9 12 11 -11 -3 -14 16 -7 17 19 -19 -1 -10
right_child=-2 2 3 -5 -6 15 7 8 20 10 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=-3.9165517000223952e-06 0.00077825928204748129 -0.00031897929208416414 0.0012304857373933199 -0.00046619380076295687 0.0016800383408660587 -0.00074420652379069644 0.00087391977327052912 -0.00056719728038445152 0.00073883794360724941 5.4681550905282717e-05 0.00033894228051860027 -0.0013685520401293446 -0.00010256634037776794 0.0007926945987565884 -0.00058042153752929822 0.00018239373088647505 -0.00060035977605592229 -0.00026088495532371235 0.00099594754538066561 -0.00075645664183418559 2.402705132759738e-05
leaf_weight=2435 83 65 50 57 73 50 76 50 50 59 57 62 46 86 80 47 54 70 68 71 49
leaf_count=2435 83 65 50 57 73 50 76 50 50 59 57 62 46 86 80 47 54 70 68 71 49
internal_value=0 2.49729e-05 0.000167748 0.000465546 0.000710673 0.000223718 -5.75333e-06 0.000342204 6.54991e-05 -5.00418e-05 -0.000340826 -0.000667813 0.000208542 0.000474508 -3.42303e-05 -0.000286796 -1.77314e-05 -5.52245e-06 0.000352492 -2.55642e-05 0.000393312
internal_weight=0 3655 652 277 220 147 3003 225 149 375 178 121 197 132 2778 97 2698 2644 138 2506 99
internal_count=3738 3655 652 277 220 147 3003 225 149 375 178 121 197 132 2778 97 2698 2644 138 2506 99
is_linear=0
shrinkage=0.0995203


Tree=6361
num_leaves=18
num_cat=0
split_feature=17 17 5 26 6 3 6 26 21 19 3 17 4 4 21 5 1
split_gain=0.00256271 0.00178714 0.00320195 0.0044093 0.0135459 0.00576168 0.00358542 0.00537605 0.00165924 0.00214187 0.0026869 0.00245231 0.0024017 0.00414226 0.00165005 0.00213715 0.00334683
threshold=-0.57205499999999987 0.10932500000000002 -0.040404999999999996 0.096980000000000025 0.11413500000000003 0.088185000000000027 -0.0026549999999999998 0.090275000000000022 0.15544000000000005 0.10583000000000002 0.16149500000000003 -0.032404999999999996 0.14039500000000002 0.13312000000000004 0.10900500000000002 -0.49053999999999998 0.0052600000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 6 4 5 -4 14 -8 9 10 12 -11 13 -2 15 -3 -17
right_child=1 2 3 -5 -6 -7 7 -9 -10 11 -12 -13 -14 -15 -16 16 -18
leaf_value=0.00074606831324543991 -1.0098063050490914e-05 0.0006330811623324955 0.00079255749072928419 -0.00031881549885915073 0.0020607256327770957 -0.00035605626797336186 -0.001153417178886179 0.0001600483010385699 0.00047369035344503742 -2.3204160464427939e-05 -0.00060914223578290678 0.00093907207064530427 0.00068838965060131292 -0.00085368505166712768 0.00073650451773583665 0.00025751717783222114 -0.00062948230783588775
leaf_weight=50 2652 53 85 60 51 87 58 64 70 53 78 49 47 59 46 107 69
leaf_count=50 2652 53 85 60 51 87 58 64 70 53 78 49 47 59 46 107 69
internal_value=0 2.78994e-05 0.000173639 0.00042947 0.000634473 0.000206813 -6.66664e-06 -0.000457676 -4.775e-06 -1.64534e-05 -3.28367e-05 0.00043104 -1.62412e-05 -2.87592e-05 0.000190441 7.71763e-05 -8.55757e-05
internal_weight=0 3688 680 283 223 172 397 122 3008 2938 2836 102 2758 2711 275 229 176
internal_count=3738 3688 680 283 223 172 397 122 3008 2938 2836 102 2758 2711 275 229 176
is_linear=0
shrinkage=0.0995203


Tree=6362
num_leaves=15
num_cat=0
split_feature=18 1 6 17 1 3 19 8 8 27 7 3 9 3
split_gain=0.00350689 0.00130072 0.00754175 0.0098334 0.00340515 0.00246576 0.00391512 0.00220117 0.00295582 0.00261428 0.0025603 0.00194838 0.00781426 0.00168774
threshold=0.26090000000000008 -0.07002499999999999 0.11816500000000002 0.41106500000000007 -0.06551499999999999 0.083595000000000017 0.072660000000000016 0.24614500000000003 0.11446000000000002 -0.032854999999999995 0.078125000000000014 0.084465000000000026 0.08401500000000002 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 6 -1 8 9 -6 -11 12 -7 -13
right_child=-2 4 -4 -5 7 11 -8 -9 -10 10 -12 13 -14 -15
leaf_value=0.00074148963080427417 0.00067395558821283668 0.00082861563344402975 -0.0011645516763092579 0.0013233136276427193 0.00077200709417017221 -0.0012772794100043246 -0.00036036441571138552 -0.00051647321544586713 0.00078038471212058631 4.7040516561802471e-05 -0.00065370695588082414 0.00046919849270810065 0.00032080964805649808 -8.9590501100776461e-05
leaf_weight=88 83 57 58 53 48 61 49 66 56 1882 53 56 59 1069
leaf_count=88 83 57 58 53 48 61 49 66 56 1882 53 56 59 1069
internal_value=0 1.92355e-05 -5.18955e-05 -6.35348e-06 6.87346e-05 -5.79389e-05 0.00034142 4.77693e-05 6.64347e-05 4.58599e-05 2.74238e-05 -0.000102542 -0.000484731 -6.10475e-05
internal_weight=0 3655 1493 1435 2162 1382 137 2105 2039 1983 1935 1245 120 1125
internal_count=3738 3655 1493 1435 2162 1382 137 2105 2039 1983 1935 1245 120 1125
is_linear=0
shrinkage=0.0995203


Tree=6363
num_leaves=12
num_cat=0
split_feature=18 1 1 21 28 8 19 19 19 19 26
split_gain=0.00288614 0.00421301 0.00288658 0.001688 0.00179709 0.00224779 0.00194692 0.0027678 0.00355003 0.00291822 0.0023602
threshold=0.14607000000000003 -0.049499999999999995 -0.139265 0.15544000000000005 0.084260000000000015 0.24614500000000003 0.12477000000000003 0.081005000000000021 0.0069650000000000016 0.088415000000000021 0.08896500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 8 -1 -9 -8
right_child=1 -3 -4 -5 -6 -7 10 9 -10 -11 -12
leaf_value=3.2236091230558581e-06 0.00054776059469270014 0.00090343019151327062 -0.00049500338999025812 0.00060234067921421919 0.00053285783325857713 -0.00057007301021119304 -0.00086814156057957897 0.0010099692688952243 -0.00078290194621738734 0.00016425884067630046 7.7751214115891651e-05
leaf_weight=2900 48 90 58 47 62 69 55 49 58 255 47
leaf_count=2900 48 90 58 47 62 69 55 49 58 255 47
internal_value=0 0.000402505 -1.50855e-05 9.84489e-06 1.6429e-06 -7.7124e-06 3.57901e-06 1.72082e-05 -1.19139e-05 0.000303267 -0.000424263
internal_weight=0 196 106 3542 3495 3433 3364 3262 2958 304 102
internal_count=3738 196 106 3542 3495 3433 3364 3262 2958 304 102
is_linear=0
shrinkage=0.0995203


Tree=6364
num_leaves=11
num_cat=0
split_feature=28 9 0 18 6 1 6 26 22 0
split_gain=0.00572784 0.00316815 0.00603935 0.00283132 0.00296517 0.00258416 0.00220983 0.00123454 0.00195075 0.000593133
threshold=0.080375000000000016 0.13087500000000005 -0.059114999999999994 0.23251500000000005 0.12241500000000002 -0.050379999999999994 0.11642500000000001 -0.2382 0.12975500000000004 -0.083814999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 -1 -9 -5
right_child=-2 2 -4 9 5 -7 -8 8 -10 -11
leaf_value=-0.00041945729081524708 0.0008634000839558908 -9.7003808023099987e-05 0.0014071750986531062 0.00026383922371687703 -0.00089568468017953607 -1.8137124570821776e-05 0.00055726247707110017 -1.3705381033961112e-05 0.00054556512297491543 0.0007996225028602099
leaf_weight=72 80 60 46 48 70 67 69 3130 63 46
leaf_count=72 80 60 46 48 70 67 69 3130 63 46
internal_value=0 1.18082e-05 0.000548031 -3.90591e-06 -1.87291e-05 -0.000472495 0 -1.18616e-05 -2.41421e-06 0.00053474
internal_weight=0 3671 106 3565 3471 137 3334 3265 3193 94
internal_count=3751 3671 106 3565 3471 137 3334 3265 3193 94
is_linear=0
shrinkage=0.0995203


Tree=6365
num_leaves=13
num_cat=0
split_feature=28 9 0 6 1 9 9 5 9 17 6 6
split_gain=0.00464432 0.00256095 0.0049052 0.00154025 0.00319078 0.00158435 0.00537787 0.00226982 0.00224378 0.0021431 0.00163197 0.00760464
threshold=0.080375000000000016 0.13087500000000005 -0.059114999999999994 0.12241500000000002 -0.047889999999999995 0.088710000000000025 0.088995000000000019 -0.46834999999999999 0.088325000000000028 0.51362000000000008 0.096575000000000022 0.091615000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 8 -7 -8 10 -9 11 -1
right_child=-2 2 -4 4 -6 6 7 9 -10 -11 -12 -13
leaf_value=-9.7587159935302208e-06 0.00077747434777638853 -8.7349975227134487e-05 0.0012671327445797362 -0.00077559754880864344 0.00014095987681087097 0.0011079136456763315 -0.00048677920146610742 5.5551336532108452e-05 -0.00061584203118316208 0.00065358270718083287 0.00044590760382526718 -0.0012418799602770471
leaf_weight=1888 80 60 46 75 73 50 72 1157 66 63 70 51
leaf_count=1888 80 60 46 75 73 50 72 1157 66 63 70 51
internal_value=0 1.06109e-05 0.000492722 -3.49435e-06 -0.000317981 9.88738e-06 9.43479e-05 5.44896e-05 -4.43427e-05 8.71043e-05 -2.51602e-05 -4.25885e-05
internal_weight=0 3671 106 3565 148 3417 1342 1292 2075 1220 2009 1939
internal_count=3751 3671 106 3565 148 3417 1342 1292 2075 1220 2009 1939
is_linear=0
shrinkage=0.0995203


Tree=6366
num_leaves=9
num_cat=0
split_feature=28 21 18 4 12 10 5 27
split_gain=0.00386449 0.0141154 0.00249958 0.00205939 0.0017624 0.00403059 0.00293889 0.00210897
threshold=1.0000000180025095e-35 0.09227500000000001 0.26090000000000008 0.15221500000000004 0.098385000000000028 0.09056500000000002 0.63223000000000018 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.00054490249281739041 0.001830710383755472 -0.00058736118805336444 0.000541418386880812 0.00057825537275979554 -0.00062666013359273358 0.00080902967250011501 -0.0007292864458439284 3.1559306437412513e-06
leaf_weight=71 49 46 85 59 46 59 57 3279
leaf_count=71 49 46 85 59 46 59 57 3279
internal_value=0 0.000651238 7.96907e-06 -4.49932e-06 -1.45224e-05 -6.16208e-06 -2.05193e-05 -8.21528e-06
internal_weight=0 95 3656 3571 3512 3466 3407 3350
internal_count=3751 95 3656 3571 3512 3466 3407 3350
is_linear=0
shrinkage=0.0995203


Tree=6367
num_leaves=16
num_cat=0
split_feature=26 27 2 18 3 6 8 19 17 17 17 2 17 2 17
split_gain=0.00409495 0.0175563 0.00342255 0.00207953 0.00431105 0.00898058 0.00628987 0.00183013 0.00357708 0.00162567 0.00239231 0.00720106 0.00257741 0.00383664 0.00171967
threshold=-0.15866 1.0000000180025095e-35 -0.095204999999999998 0.13099000000000002 0.10871500000000002 0.090845000000000023 -0.050299999999999997 0.11198000000000002 0.3137100000000001 -0.56655999999999984 -0.54441499999999998 -0.084924999999999987 -0.45712999999999998 -0.083534999999999984 -0.42168999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -5 -6 9 -9 -2 11 -11 13 -12 -14
right_child=3 -3 -4 4 6 -7 -8 8 -10 10 12 -13 14 -15 -16
leaf_value=0.00040021648693767009 -0.00057437280990793485 0.0021646548706690315 -0.00058254945476087969 5.4484336201201558e-05 0.00059683104994799055 0.0017876934524948208 -0.00090573831681389316 0.0010151499941647467 -5.8430507337870805e-05 0.0011521374337192085 -0.00097849993540087706 -0.0004046796221271854 0.00053020497246306141 -6.2523450221272126e-05 -3.1239157777789142e-05
leaf_weight=72 55 46 68 86 53 46 57 49 79 62 71 55 55 131 2766
leaf_count=72 55 46 68 86 53 46 57 49 79 62 71 55 55 131 2766
internal_value=0 0.000477293 -7.12797e-05 -1.47958e-06 0.000279931 0.000664684 -0.000174331 -2.22198e-05 0.000346154 -3.72341e-05 -2.75649e-05 0.000413304 -4.48988e-05 -0.000388528 -2.00027e-05
internal_weight=0 186 140 3565 242 132 110 3323 128 3195 3140 117 3023 202 2821
internal_count=3751 186 140 3565 242 132 110 3323 128 3195 3140 117 3023 202 2821
is_linear=0
shrinkage=0.0995203


Tree=6368
num_leaves=21
num_cat=0
split_feature=5 10 3 26 5 17 17 26 17 0 8 0 8 18 3 26 26 26 1 26
split_gain=0.00581113 0.00643577 0.00340468 0.0125854 0.033212 0.00485398 0.00793451 0.011885 0.00470663 0.00417662 0.00482716 0.00293875 0.00707099 0.00187463 0.0012805 0.00123999 0.00527549 0.00428966 0.00331045 0.00261135
threshold=0.55459000000000014 0.086030000000000023 0.085730000000000015 0.088055000000000022 -0.011964999999999998 -0.0088649999999999996 -0.078119999999999995 0.085505000000000012 -0.00067499999999999993 -0.085794999999999996 -0.088520000000000001 -0.080884999999999999 -0.085764999999999994 0.26473000000000008 0.086015000000000022 0.09271500000000002 0.091570000000000026 0.094025000000000011 -0.079629999999999992 0.090625000000000025
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 5 -5 6 11 -8 -7 10 -10 12 -1 14 -4 16 19 -17 -19 -16
right_child=1 -3 13 4 -6 8 7 -9 9 -11 -12 -13 -14 -15 15 17 -18 18 -20 -21
leaf_value=0.00032622505790090285 -7.7974108249931611e-05 -0.0016334891895011044 0.00046237141716732997 0.00026834087458155496 -0.0030815537890175083 -0.0010295984011645803 6.0370536387969414e-05 0.0020495030398623489 -0.0004309615603729195 -0.00061580875519903462 0.00082596094087747981 0.00026323253954310888 -0.0011908797054656409 0.00052166445784270063 2.9666740877411687e-05 -0.00084278454353536761 0.00084458223237668319 -0.00039202534467097096 8.4666372417947845e-05 -0.00053829697797407635
leaf_weight=56 61 48 59 68 51 74 78 49 53 91 69 91 65 71 1753 72 77 194 559 84
leaf_count=56 61 48 59 68 51 74 78 49 53 91 69 91 65 71 1753 72 77 194 559 84
internal_value=0 -0.000770482 -3.23827e-05 -0.000222018 -0.00116045 -4.23181e-05 0.000211172 0.000834277 -0.00034459 -0.000102762 0.000273211 -0.000158241 -0.000481983 1.65749e-05 3.46557e-06 -6.12071e-06 3.75244e-05 -0.00010837 -3.70595e-05 3.24997e-06
internal_weight=0 109 3614 745 119 626 339 127 287 213 122 212 121 2869 2798 2739 1914 825 753 1837
internal_count=3723 109 3614 745 119 626 339 127 287 213 122 212 121 2869 2798 2739 1914 825 753 1837
is_linear=0
shrinkage=0.0995203


Tree=6369
num_leaves=19
num_cat=0
split_feature=5 4 3 6 6 26 2 5 6 3 3 6 17 17 3 3 20 26
split_gain=0.00472315 0.00552488 0.00275632 0.0102012 0.0105671 0.00556028 0.00574585 0.00238492 0.00132056 0.00664255 0.00648874 0.00359393 0.00177693 0.0119858 0.00327015 0.00235251 0.00381036 0.00270241
threshold=0.55459000000000014 0.10333000000000002 0.085730000000000015 0.08866000000000003 0.087575000000000028 0.089005000000000015 0.091030000000000014 -0.0083599999999999994 0.12386500000000002 0.10850000000000003 0.14530500000000005 0.11690000000000002 -0.036600000000000001 -0.043894999999999997 0.087745000000000031 0.10377500000000002 -0.076909999999999992 -0.088059999999999986
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 7 -1 11 -10 -11 12 13 14 -4 16 -14 -17
right_child=1 -3 8 -5 -6 -7 -8 -9 9 10 -12 -13 15 -15 -16 17 -18 -19
leaf_value=-0.00014372388779023689 -6.3800598718097919e-05 -0.0015091869471244624 -0.0004417454897773696 -0.0012546922812915623 0.0011233780025182763 -0.0010583409232994357 -0.0011564438430941152 0.00032942310123150313 0.0011011360407280825 -0.0010098653637429112 0.00060564418134308358 -0.0007504182499049575 -0.00012544987173217532 -0.0015862074761061637 6.3314700560470255e-05 0.00051155243054800802 0.00029743949811797383 -0.00016634349349672127
leaf_weight=330 62 47 148 81 66 67 46 155 62 50 48 62 295 50 891 66 722 475
leaf_count=330 62 47 148 81 66 67 46 155 62 50 48 62 295 50 891 66 722 475
internal_value=0 -0.000694551 -2.90698e-05 -0.000199704 -6.97751e-05 -0.00020283 -9.33423e-05 5.80016e-06 1.49538e-05 0.000292801 -0.000210242 -1.15432e-06 1.60862e-05 -8.1061e-05 -7.84054e-06 8.4515e-05 0.000173968 -8.21295e-05
internal_weight=0 109 3614 745 664 598 531 485 2869 160 98 2709 2647 1089 1039 1558 1017 541
internal_count=3723 109 3614 745 664 598 531 485 2869 160 98 2709 2647 1089 1039 1558 1017 541
is_linear=0
shrinkage=0.0995203


Tree=6370
num_leaves=23
num_cat=0
split_feature=1 1 8 0 17 1 1 1 1 1 26 1 0 1 1 17 1 26 9 26 0 0
split_gain=0.00258215 0.00587979 0.00771275 0.00609409 0.00378385 0.00277702 0.00281636 0.00275756 0.00439448 0.00417354 0.00420688 0.00347118 0.00266188 0.00319308 0.00347791 0.00260234 0.00244753 0.00211184 0.00463362 0.00307938 0.00185137 0.00171998
threshold=-0.080085000000000003 -0.084059999999999996 -0.085814999999999989 -0.082284999999999983 -0.56005499999999986 -0.078509999999999983 -0.077634999999999996 -0.073844999999999994 -0.067015000000000005 -0.053299999999999993 0.096155000000000018 -0.070654999999999996 0.12433000000000002 -0.44477499999999998 -0.50763499999999995 0.0065250000000000013 -0.49367499999999997 0.088325000000000028 0.085075000000000026 0.087625000000000022 -0.086414999999999992 -0.068604999999999985
decision_type=2 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 -4 -1 -2 -7 15 11 10 -10 -9 13 14 -6 -8 -14 19 -19 -15 -3 -11
right_child=5 2 3 -5 12 6 7 8 9 21 -12 -13 16 17 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.00070695785686748075 0.0005941523154451467 0.00033658796196219405 -0.0019791308450802991 -0.00056253386975044413 -7.9011879960039046e-05 -0.00072992308431941587 0 -0.00011631226411245 9.010424608706553e-06 2.9703064466517845e-05 0.0012914356004699043 -0.0012914630262370666 -1.4552982038744482e-05 7.2471198012410062e-05 -0.0011830562231382174 0.0010297983598672852 0.00096501101617854504 -0.0010949794558898363 1.795323469149329e-06 0.00093296112496355551 -0.00045707822253934484 -0.00020619429203911011
leaf_weight=80 79 66 51 79 73 52 50 58 54 1696 50 46 46 360 48 50 52 46 215 47 52 373
leaf_count=80 79 66 51 79 73 52 50 58 54 1696 50 46 46 360 48 50 52 46 215 47 52 373
internal_value=0 -0.000163137 -0.000595757 -0.00112457 -5.13385e-05 1.3379e-05 -5.17292e-06 1.03376e-05 -1.17745e-05 1.81054e-05 0.000633433 -0.000643962 6.86998e-06 -5.29534e-05 -0.000523746 0.000522015 0.000496863 3.10993e-05 -0.00018837 0.000173851 -6.22577e-06 -1.24289e-05
internal_weight=0 1215 248 130 967 2508 2429 2377 2277 2173 104 104 887 789 121 100 98 668 261 407 118 2069
internal_count=3723 1215 248 130 967 2508 2429 2377 2277 2173 104 104 887 789 121 100 98 668 261 407 118 2069
is_linear=0
shrinkage=0.0995203


Tree=6371
num_leaves=19
num_cat=0
split_feature=5 4 17 9 18 8 17 17 26 26 26 26 2 6 17 26 26 26
split_gain=0.00320334 0.00345748 0.0067983 0.0018856 0.00259283 0.00324783 0.00242281 0.00352157 0.00220328 0.00210381 0.00637254 0.00398518 0.00340284 0.00266338 0.0018578 0.00177333 0.00206248 0.00145215
threshold=0.51797000000000015 0.10333000000000002 -0.47196999999999995 0.11222500000000002 0.14607000000000003 -0.061684999999999997 0.093960000000000016 -0.026504999999999997 0.10393000000000002 0.11624000000000002 0.11880500000000002 0.11081000000000002 -0.073369999999999991 -0.097850000000000006 -0.23400499999999999 0.10393000000000002 0.097315000000000026 0.090930000000000025
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 9 17 7 14 -9 11 -11 15 -12 -14 -5 16 -1 -6
right_child=1 -3 -4 6 5 -7 -8 8 -10 10 12 -13 13 -15 -16 -17 -18 -19
leaf_value=-6.0875012035315076e-05 0.00070972533708627613 -0.0011826944507955547 -0.00099835333503286517 0.00037965055841215472 0.00044091044419267139 0.0010599512480654186 -0.00040175545840468151 0.00033047521005495601 0.0012206595426155159 -0.0013462660470432632 0.00041145174770950918 0.00076381284670373566 2.3310940776531099e-05 -0.0010154359305147387 -0.00049372486316843751 -0.00061069848196059157 0.00038178106371500076 -0.0003086484806700107
leaf_weight=2726 46 49 46 47 49 46 47 63 54 50 79 60 49 46 49 56 108 53
leaf_count=2726 46 49 46 47 49 46 47 63 54 50 79 60 49 46 49 56 108 53
internal_value=0 -0.00050517 -0.000135416 -2.10764e-05 -4.14866e-05 0.000364892 0.000236554 0.000381245 0.000748327 -6.06935e-05 -0.000355169 -3.80558e-05 -6.56661e-05 -0.000471044 -5.76075e-05 -5.49869e-05 -4.37171e-05 4.3408e-05
internal_weight=0 141 92 3582 3322 148 260 213 117 3174 224 2950 174 95 96 2890 2834 102
internal_count=3723 141 92 3582 3322 148 260 213 117 3174 224 2950 174 95 96 2890 2834 102
is_linear=0
shrinkage=0.0995203


Tree=6372
num_leaves=25
num_cat=0
split_feature=3 17 3 1 1 17 17 21 1 2 10 17 27 23 4 1 17 26 17 17 8 26 4 8
split_gain=0.00686487 0.0201001 0.00468297 0.00581474 0.025353 0.00370783 0.0060727 0.00485102 0.00821262 0.00796991 0.00313647 0.00410304 0.0025922 0.00354049 0.00281197 0.00214507 0.0148426 0.00728579 0.00353692 0.00638995 0.0045787 0.00286713 0.00165138 0.00233055
threshold=0.079570000000000016 -0.091869999999999993 0.091865000000000016 -0.080689999999999998 -0.079629999999999992 0.11639500000000001 0.26760500000000004 0.087625000000000022 1.0000000180025095e-35 -0.077604999999999993 0.091080000000000022 -0.55754499999999996 0.11129500000000002 -0.022119999999999997 0.11860000000000002 -0.083284999999999984 -0.0073949999999999997 0.099855000000000013 -0.012064999999999999 -0.029114999999999999 -0.084674999999999986 0.087260000000000018 0.11541000000000003 -0.080445000000000003
decision_type=2 2 2 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 15 -5 7 -7 8 -6 -9 11 -4 13 -13 -15 17 -17 18 19 -2 -20 -18 -3 -24
right_child=2 22 10 4 5 6 -8 9 -10 -11 -12 12 -14 14 -16 16 21 -19 20 -21 -22 -23 23 -25
leaf_value=0.0022173724837190258 7.0214056615764081e-05 -0.00027353959951222025 0.00082229636858159952 -0.0025459294185901371 -7.6775291648677657e-05 -0.0014159865667145606 -5.2285020290326892e-05 -0.000168126952859119 0.0011591130559892632 -0.0016350264572697391 -0.0006996814844012491 0.00080784830043296747 -0.00054596266981625009 2.3283388478691084e-05 0.00045761119341285433 0.0017807938073884312 -0.00087393101131823822 -0.0012203331131832517 0.0010329001493293449 -0.001093392123631746 -3.6935980571871867e-05 0.00015818205037166841 0.00076615334560413981 -0.00017105660254883512
leaf_weight=54 342 88 76 48 414 60 73 175 61 47 49 67 64 1458 165 51 46 47 75 54 81 61 54 49
leaf_count=54 342 88 76 48 414 60 73 175 61 47 49 67 64 1458 165 51 46 47 75 54 81 61 54 49
internal_value=0 0.00052179 -2.29822e-05 -0.000146327 -0.000320732 -0.00019106 -0.000673644 -9.77994e-05 8.02155e-05 -0.000482375 8.39096e-05 0.000105338 7.38061e-05 9.7761e-05 6.79431e-05 5.48748e-05 0.000381448 -2.98998e-05 6.99766e-05 -8.63924e-05 0.000472161 -0.00027788 3.81245e-05 0.000312348
internal_weight=0 245 3514 1635 878 830 133 697 475 222 1879 1830 1754 1690 1623 757 158 599 552 396 156 107 191 103
internal_count=3759 245 3514 1635 878 830 133 697 475 222 1879 1830 1754 1690 1623 757 158 599 552 396 156 107 191 103
is_linear=0
shrinkage=0.0995203


Tree=6373
num_leaves=18
num_cat=0
split_feature=28 5 5 1 17 6 3 8 18 5 18 8 21 23 3 6 3
split_gain=0.0068677 0.00453136 0.0201597 0.00444996 0.00297498 0.00347308 0.011317 0.00786798 0.00321712 0.00276849 0.00223543 0.00262778 0.00259959 0.00207036 0.00176866 0.00452321 0.00234786
threshold=0.083225000000000021 -0.094469999999999985 -0.097345000000000001 0.078505000000000019 -0.55286000000000002 0.11884000000000002 0.10850000000000003 -0.07594999999999999 -0.093649999999999997 -0.11065499999999999 -0.022504999999999997 -0.085764999999999994 0.10683000000000002 -0.022119999999999997 0.091475000000000015 -0.41910500000000001 0.014805000000000004
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 8 10 7 -7 -3 13 11 -6 -12 -1 16 -16 -15
right_child=-2 3 -4 -5 5 6 -8 -9 -10 -11 12 -13 -14 14 15 -17 -18
leaf_value=0.00041474079527746967 0.00098761388023180219 0.0010973407382139618 -0.0020672399073557546 0.0009954592342380443 -0.00046245696734043272 0.00017366480508294394 -0.00051414846444380446 0.0019631761456555415 0.00010384055760466276 -0.00076489441464320021 0.00011166333042177443 -5.100743545608331e-05 -0.0004662534831376149 7.3381813115391934e-05 -0.00070339161160664178 0.00015499963601369374 -0.00056902263102358113
leaf_weight=90 70 53 54 49 184 47 70 53 88 55 1193 978 82 90 72 389 142
leaf_count=90 70 53 54 49 184 47 70 53 88 55 1193 978 82 90 72 389 142
internal_value=0 -7.31458e-06 -0.000202825 5.47435e-05 3.76716e-05 1.3267e-05 0.000448354 0.00113029 0.00048309 -8.17066e-05 -1.67478e-05 -0.000116864 7.38533e-05 -3.26721e-05 -9.1959e-05 1.91584e-05 -0.000316285
internal_weight=0 3689 892 2797 2748 2607 170 100 141 838 2437 1162 1275 783 693 461 232
internal_count=3759 3689 892 2797 2748 2607 170 100 141 838 2437 1162 1275 783 693 461 232
is_linear=0
shrinkage=0.0995203


Tree=6374
num_leaves=27
num_cat=0
split_feature=3 18 3 1 1 10 10 23 3 3 2 26 3 3 8 3 26 2 2 8 18 6 3 2 36 2
split_gain=0.00526853 0.0145882 0.00313515 0.00465939 0.0164681 0.00244854 0.00324479 0.00246752 0.00258441 0.00253337 0.00235703 0.00405374 0.00552357 0.00447887 0.00373697 0.00193655 0.00180711 0.0114383 0.0100914 0.00431296 0.00777885 0.00530863 0.00482936 0.00420335 0.00145096 0.00297018
threshold=0.07728500000000002 -0.019539999999999998 0.090835000000000013 -0.080689999999999998 -0.079434999999999992 0.090150000000000022 0.085705000000000017 -0.022119999999999997 0.091225000000000014 0.091865000000000016 -0.086304999999999993 0.085300000000000029 0.086535000000000015 0.089605000000000018 -0.086254999999999984 0.087515000000000023 0.089880000000000029 -0.083104999999999998 -0.085599999999999996 -0.081534999999999982 -0.019539999999999998 0.090600000000000028 0.084290000000000018 -0.084804999999999992 0.088355000000000031 -0.032624999999999994
decision_type=2 2 2 2 2 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 6 7 -4 -9 -10 14 12 -12 -13 -6 -16 19 18 -18 20 -2 23 -22 -21 25 -3
right_child=2 24 5 4 10 -7 -8 8 9 -11 11 13 -14 -15 15 -17 17 -19 -20 21 22 -23 -24 -25 -26 -27
leaf_value=0.0020152938182552921 -0.001096320881767137 0.00040826666403566913 0.00063126150194731524 -0.0019936087448479806 0.0008754271893457303 -0.00057508846777645729 0.00075608011002917675 0.00066393790160617662 -0.00052655803196838594 3.6470316498504381e-05 -5.1738035834812899e-05 0.00024869165718693014 -0.00098447166462786555 -0.00062601375451411072 0.00032212846619228804 -0.00042969471061545726 0.00055709117178458581 0.001249936795387027 -0.0013567613257828011 0.0011299985667554075 0.00055630727076041054 -0.00057490951718386948 -0.00033442152791845353 8.1211075591320833e-05 0.00038569346192786325 -0.00065714104642020977
leaf_weight=48 83 46 71 53 49 58 68 62 83 1684 117 192 141 83 55 86 58 77 51 77 99 49 154 78 79 58
leaf_count=48 83 46 71 53 49 58 68 62 83 1684 117 192 141 83 55 86 58 77 51 77 99 49 154 78 79 58
internal_value=0 0.000470514 -2.00031e-05 -0.000129136 -0.000298834 6.04997e-05 7.96475e-05 5.50074e-05 3.21902e-05 9.5603e-06 -0.000173465 -0.000281225 -0.000564661 -1.23336e-05 0.000124523 -0.000130624 5.11216e-05 0.000319148 -0.000330871 -3.96828e-05 -0.000260182 0.000319479 1.08889e-05 0.000607503 6.08518e-05 -0.000178032
internal_weight=0 231 3528 1502 776 2026 1968 1900 1829 1767 723 533 258 275 190 141 726 186 109 540 336 204 253 155 183 104
internal_count=3759 231 3528 1502 776 2026 1968 1900 1829 1767 723 533 258 275 190 141 726 186 109 540 336 204 253 155 183 104
is_linear=0
shrinkage=0.0995203


Tree=6375
num_leaves=16
num_cat=0
split_feature=28 5 5 20 1 0 1 5 4 6 4 4 1 8 3
split_gain=0.00554588 0.00387321 0.0159356 0.00402224 0.00376027 0.0043458 0.00246203 0.00218123 0.00213895 0.00202842 0.00192187 0.00429601 0.00626685 0.00284572 0.00245621
threshold=0.083225000000000021 -0.094469999999999985 -0.097345000000000001 -0.24910499999999999 0.056790000000000014 -0.19631499999999999 0.031740000000000011 -0.11065499999999999 0.10300500000000003 -0.059114999999999994 0.12435500000000002 0.13707500000000003 0.51334500000000016 0.10649000000000002 0.091475000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 5 -5 8 10 -7 -6 13 -12 -13 14 -1
right_child=-2 3 -4 4 9 6 -8 -9 -10 -11 11 12 -14 -15 -16
leaf_value=-0.0003864969512345299 0.00088661485436709235 0.00092622388799004152 -0.0018459747646133605 -0.00077164572330417291 0.00025031888138405301 1.3225572831448054e-05 -0.00053221647454335314 -0.00068708918415660749 0.00031052348578262273 0.0010945226734707988 0.00080637423988067847 -0.00078441525785048196 0.00061486637037040182 -0.00088288672367871899 7.6358654246709464e-05
leaf_weight=163 70 51 54 69 82 2204 75 55 270 46 78 68 59 46 369
leaf_count=163 70 51 54 69 82 2204 75 55 270 46 78 68 59 46 369
internal_value=0 -7.45309e-06 -0.000188221 4.99033e-05 3.33298e-05 7.26205e-06 2.86678e-05 -8.04193e-05 4.60021e-05 0.0005601 -3.67596e-05 0.000223581 -0.000127909 -0.000130511 -6.39174e-05
internal_weight=0 3689 892 2797 2746 2618 2549 838 2474 128 783 205 127 578 532
internal_count=3759 3689 892 2797 2746 2618 2549 838 2474 128 783 205 127 578 532
is_linear=0
shrinkage=0.0995203


Tree=6376
num_leaves=16
num_cat=0
split_feature=10 11 0 1 1 17 9 3 6 1 10 0 0 5 36
split_gain=0.0210338 0.00357251 0.00565301 0.00263682 0.0278769 0.00429415 0.00596117 0.0165302 0.00238631 0.00159795 0.00144759 0.00176017 0.00858849 0.00463838 0.00130393
threshold=0.091870000000000021 -0.075149999999999981 -0.057604999999999996 0.05340000000000001 0.058455000000000014 -0.033249999999999995 0.11351500000000002 0.14530500000000005 -0.054259999999999996 0.031740000000000011 0.086030000000000023 -0.071799999999999989 -0.074094999999999994 -0.063819999999999988 0.086430000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 9 -5 8 7 -7 -6 10 11 12 -3 -13 -1
right_child=-2 3 -4 4 5 6 -8 -9 -10 -11 -12 13 -14 -15 -16
leaf_value=0.00049107872263934565 0.0017775424363474241 6.0006218301248878e-05 -0.00094666244287991094 0.0024064466131516423 -0.00080819574887321078 0.00010945785287910053 -0.00086079145882989928 0.0020742167572650916 8.7496207690029512e-05 -0.00040462262862616196 -0.00043011967255667904 0.00080316758093427934 -0.0010247193832477843 7.5646887880051234e-05 -0.00019070772478916144
leaf_weight=51 72 1982 88 55 75 448 48 47 46 78 60 109 75 443 59
leaf_count=51 72 1982 88 55 75 448 48 47 46 78 60 109 75 443 59
internal_value=0 5.92867e-05 -0.000351076 8.29654e-05 0.000252838 7.32191e-05 0.000193752 0.000297665 -0.000460919 3.82049e-05 5.1453e-05 6.28416e-05 2.00582e-05 0.000220789 0.000117951
internal_weight=0 3664 198 3466 719 664 543 495 121 2747 2669 2609 2057 552 110
internal_count=3736 3664 198 3466 719 664 543 495 121 2747 2669 2609 2057 552 110
is_linear=0
shrinkage=0.0995203


Tree=6377
num_leaves=12
num_cat=0
split_feature=22 27 9 23 36 27 18 10 27 36 10
split_gain=0.0325244 0.00280431 0.00278372 0.00266694 0.00224601 0.00351259 0.012631 0.00215724 0.00185229 0.00183149 0.00181148
threshold=0.13264000000000004 0.10402500000000002 -0.073629999999999987 0.086650000000000019 0.086430000000000021 1.0000000180025095e-35 -0.026374999999999999 0.090150000000000022 0.086965000000000028 0.091370000000000021 0.086175000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 10 -8 -6 -1
right_child=-2 2 -4 -5 9 6 8 -9 -10 -11 -12
leaf_value=6.3549566950340351e-05 0.0026852205743392549 -0.00096008598326369156 0 -0.00064636314687574578 -0.00082821420775134843 0.0019419900466802968 -0.00022847079452900621 -0.00059754472039348487 0.0003799025227105336 0 0.00069482572613057856
leaf_weight=3071 47 53 71 51 48 46 88 48 111 56 46
leaf_count=3071 47 53 71 51 48 46 88 48 111 56 46
internal_value=0 5.00539e-05 -0.000414289 6.64346e-05 7.70127e-05 9.1101e-05 0.000454675 6.26984e-05 0.000106759 -0.000377052 7.31284e-05
internal_weight=0 3689 124 3565 3514 3410 245 3165 199 104 3117
internal_count=3736 3689 124 3565 3514 3410 245 3165 199 104 3117
is_linear=0
shrinkage=0.0995203


Tree=6378
num_leaves=14
num_cat=0
split_feature=22 27 27 1 11 4 23 18 18 0 17 1 0
split_gain=0.0263726 0.00237057 0.00272647 0.0117319 0.00228046 0.0020902 0.00200325 0.00188207 0.00299499 0.00966491 0.00225608 0.00105914 0.000711369
threshold=0.13264000000000004 0.096290000000000028 1.0000000180025095e-35 0.054560000000000004 -0.085879999999999998 0.12273500000000002 0.086650000000000019 0.26473000000000008 0.11504500000000002 -0.069955000000000003 -0.013885 -0.011155 -0.142265
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 11 -3 -6 7 8 10 -10 -1 12 -4
right_child=-2 4 3 -5 5 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=-2.1131087741100726e-05 0.0024179870104060279 -0.00084928497319032852 -0.00051594335528196437 0.0015162876788171948 -0.00041591636992101608 0.00040744284540580178 -0.00060416934755573722 0.00059314014133612274 -0.00070730233693716029 0.00061103389912148536 0.00015358750067650485 0.00032500902200748098 -1.6260717444401979e-06
leaf_weight=1438 47 54 47 66 73 52 47 62 174 80 1476 51 69
leaf_count=1438 47 54 47 66 73 52 47 62 174 80 1476 51 69
internal_value=0 4.50298e-05 6.32393e-05 0.000392577 -0.000307465 -6.68499e-05 3.9573e-05 4.91936e-05 3.82898e-05 -0.000288855 6.70865e-05 -4.66233e-05 -0.00021707
internal_weight=0 3689 3510 233 179 125 3277 3230 3168 254 2914 167 116
internal_count=3736 3689 3510 233 179 125 3277 3230 3168 254 2914 167 116
is_linear=0
shrinkage=0.0995203


Tree=6379
num_leaves=17
num_cat=0
split_feature=22 11 0 2 4 3 4 4 2 3 2 2 2 2 18 2
split_gain=0.0213844 0.00216192 0.00371099 0.00187702 0.00488957 0.00600744 0.00293319 0.0171819 0.00308009 0.00336111 0.00273589 0.00286605 0.00436454 0.00270052 0.00247554 0.00171585
threshold=0.13264000000000004 -0.075149999999999981 -0.057604999999999996 0.12875500000000004 0.11474000000000002 0.13345500000000002 0.083555000000000018 0.085590000000000013 -0.0064000000000000003 0.10525500000000003 0.0040650000000000018 -0.085599999999999996 -0.083665000000000003 -0.086050000000000001 -0.060544999999999995 -0.029394999999999998
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 -6 10 -8 14 -10 11 13 -13 -3 -9 -1
right_child=-2 3 -4 4 5 -7 7 8 9 -11 -12 12 -14 -15 -16 -17
leaf_value=0.0005639901360596592 0.0021773483956640878 -5.149100144546461e-05 -0.00074814237869910922 -0.00078853272623980938 0.00097608026787262799 -0.00035459627247903022 0.0020650048051948484 -0.00056290487449910901 0.00076544905514680517 2.1898549808767614e-06 -0.00050463567713850892 0.00054650154730496948 6.4604280843023038e-05 -0.00074405726650357063 7.6226367696252283e-05 -0.00020974917782617543
leaf_weight=47 47 703 91 90 54 88 49 80 118 115 90 212 1586 61 235 70
leaf_count=47 47 703 91 90 54 88 49 80 118 115 90 212 1586 61 235 70
internal_value=0 4.05043e-05 -0.000270461 5.93205e-05 -0.000213207 0.000145671 7.90327e-05 0.000278523 0.000117289 0.000392247 3.38162e-05 5.30509e-05 0.00012188 -0.000107859 -8.34939e-05 9.40725e-05
internal_weight=0 3689 208 3481 232 142 3249 597 548 233 2652 2562 1798 764 315 117
internal_count=3736 3689 208 3481 232 142 3249 597 548 233 2652 2562 1798 764 315 117
is_linear=0
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Tree=6380
num_leaves=16
num_cat=0
split_feature=20 26 0 2 18 1 0 0 8 9 0 26 3 6 4
split_gain=0.00340313 0.00343805 0.0119022 0.00286785 0.00231675 0.00498477 0.00235172 0.00459403 0.00487597 0.00313636 0.01268 0.00265044 0.00376475 0.00222912 0.00148257
threshold=-0.25378999999999996 -0.15866 -0.059114999999999994 -0.095204999999999998 0.14994000000000005 -0.049499999999999995 -0.071029999999999996 -0.067345000000000002 -0.060034999999999998 0.11351500000000002 -0.073464999999999989 -0.054024999999999997 0.13547000000000003 0.090195000000000011 0.11174500000000002
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 9 8 -8 10 13 14 -13 -3 -9
right_child=1 4 -4 -5 5 -7 7 11 -10 -11 -12 12 -14 -15 -16
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leaf_weight=64 81 1909 56 49 90 61 65 85 46 79 89 454 89 468 56
leaf_count=64 81 1909 56 49 90 61 65 85 46 79 89 454 89 468 56
internal_value=0 3.71599e-06 0.000420807 -9.57602e-05 -1.82721e-05 0.000362538 -3.57334e-05 -0.000185204 -0.000780014 1.06362e-05 3.07264e-05 -8.74812e-05 -0.000188231 -1.26001e-05 0.000294708
internal_weight=0 3677 186 130 3491 151 3340 795 111 2545 2466 684 543 2377 141
internal_count=3741 3677 186 130 3491 151 3340 795 111 2545 2466 684 543 2377 141
is_linear=0
shrinkage=0.0995203


Tree=6381
num_leaves=11
num_cat=0
split_feature=19 28 11 6 8 8 8 9 21 8
split_gain=0.003032 0.00319653 0.0022711 0.00305993 0.00254997 0.0109168 0.00585722 0.00217488 0.00202736 0.00169222
threshold=-0.031244999999999998 0.080375000000000016 -0.23667999999999997 -0.52821499999999999 -0.050299999999999997 -0.057284999999999996 -0.041669999999999992 0.11582000000000002 0.10990500000000002 -0.065539999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 5 9 -6 -8 -1 -5
right_child=1 -3 3 4 6 -7 7 -9 -10 -11
leaf_value=-9.0073725694684266e-05 0.00052690232019638968 0.00063256436620511935 -0.00076284993727347857 3.6489944623543539e-05 -0.0011155677112352827 0.0015695652973729802 -0.00012280576605570983 0.00038224223155264655 -0.0010406015404307517 -0.00044683335130160765
leaf_weight=47 77 79 54 2210 57 46 959 92 46 74
leaf_count=47 77 79 54 2210 57 46 959 92 46 74
internal_value=0 6.28715e-06 -7.34617e-06 -1.9361e-05 -7.44504e-06 5.14065e-05 -0.000131942 -7.78171e-05 -0.00056903 2.04722e-05
internal_weight=0 3648 3569 3492 3438 2330 1108 1051 93 2284
internal_count=3741 3648 3569 3492 3438 2330 1108 1051 93 2284
is_linear=0
shrinkage=0.0995203


Tree=6382
num_leaves=17
num_cat=0
split_feature=20 26 27 18 1 2 3 26 26 3 26 20 27 26 18 26
split_gain=0.00271439 0.00271996 0.0104498 0.00176322 0.00398231 0.00164237 0.00150321 0.0035692 0.00262348 0.00400768 0.00235862 0.00232783 0.00275512 0.00230626 0.00823187 0.00406961
threshold=-0.25378999999999996 -0.15866 0.082745000000000027 0.14994000000000005 -0.049499999999999995 -0.095204999999999998 0.096775000000000014 -0.100565 -0.054024999999999997 0.097880000000000023 -1.0000000180025095e-35 -0.06916499999999999 0.086355000000000029 0.11215000000000001 0.089775000000000021 0.10439000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 6 -5 -2 7 -3 11 -10 -11 -8 -13 15 -15 -9
right_child=1 3 -4 4 -6 -7 8 13 9 10 -12 12 -14 14 -16 -17
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leaf_weight=64 76 57 46 90 61 64 54 1883 53 53 906 46 77 61 104 46
leaf_count=64 76 57 46 90 61 64 54 1883 53 53 906 46 77 61 104 46
internal_value=0 3.94242e-06 0.00037494 -1.55898e-05 0.000316571 -4.69666e-05 -3.08518e-05 1.84571e-05 -0.000120744 -0.00018302 -0.000135478 0.000230695 -1.82982e-06 3.99793e-05 0.000397207 8.99888e-06
internal_weight=0 3677 186 3491 151 140 3340 2151 1189 1012 959 177 123 2094 165 1929
internal_count=3741 3677 186 3491 151 140 3340 2151 1189 1012 959 177 123 2094 165 1929
is_linear=0
shrinkage=0.0995203


Tree=6383
num_leaves=10
num_cat=0
split_feature=19 28 22 27 20 19 4 4 9
split_gain=0.00236404 0.00242856 0.00204768 0.00166263 0.00166014 0.00156771 0.00158593 0.00657272 0.00463074
threshold=-0.031244999999999998 0.080375000000000016 0.13160500000000006 -0.025179999999999998 -0.074879999999999988 0.13612500000000002 0.10423500000000002 0.10252500000000002 0.11351500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 7 -5 -8
right_child=1 -3 -4 5 -6 -7 8 -9 -10
leaf_value=-0.00091931530503298452 -0.0004833400582164814 0.00055193567854299656 -0.0005924012213483163 -7.1104783193988337e-06 -5.772986790263234e-05 0.0004902965811259632 0.00024791753017260455 -0.001207055725182868 -0.00067934116446351418
leaf_weight=47 68 79 58 2745 46 67 526 46 59
leaf_count=47 68 79 58 2745 46 67 526 46 59
internal_value=0 6.04471e-06 -5.80925e-06 3.64781e-06 -0.000501957 1.35037e-05 3.79879e-06 -2.71808e-05 0.000153
internal_weight=0 3648 3569 3511 93 3443 3376 2791 585
internal_count=3741 3648 3569 3511 93 3443 3376 2791 585
is_linear=0
shrinkage=0.0995203


Tree=6384
num_leaves=19
num_cat=0
split_feature=2 17 17 8 8 6 6 5 5 1 2 2 17 2 7 1 5 1
split_gain=0.00373169 0.00241222 0.0199477 0.00393281 0.0032949 0.00512321 0.00733115 0.00302372 0.00524665 0.0035205 0.00868517 0.00278958 0.00219563 0.00198176 0.00272862 0.00172727 0.00669678 0.00374106
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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 7 -5 6 -6 8 11 -9 -11 -4 13 -2 15 17 -17 -15
right_child=1 2 3 4 5 -7 -8 9 -10 10 -12 -13 -14 14 -16 16 -18 -19
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leaf_weight=50 73 53 143 59 128 59 55 54 48 46 51 168 65 2353 87 71 106 70
leaf_count=50 73 53 143 59 128 59 55 54 48 46 51 168 65 2353 87 71 106 70
internal_value=0 5.39186e-06 0.000151105 2.78365e-05 -0.000256253 -8.99167e-05 -0.000352916 0.00019711 3.75051e-05 0.000571147 0.000930243 0.000189162 -3.88833e-05 -2.51096e-05 -3.92914e-05 -2.06198e-05 0.000278887 -4.28366e-05
internal_weight=0 3689 864 811 301 242 183 510 359 151 97 311 2825 2760 2687 2600 177 2423
internal_count=3739 3689 864 811 301 242 183 510 359 151 97 311 2825 2760 2687 2600 177 2423
is_linear=0
shrinkage=0.0995203


Tree=6385
num_leaves=35
num_cat=0
split_feature=0 0 3 0 0 9 9 0 1 3 3 3 17 3 18 18 0 3 3 21 17 5 8 26 0 0 26 3 17 18 18 8 1 8
split_gain=0.00327207 0.0113571 0.02673 0.00819152 0.00518051 0.00814748 0.0102354 0.00401498 0.0103191 0.0143273 0.00266485 0.00554097 0.00507682 0.00656559 0.0050254 0.01376 0.00275649 0.0066517 0.00376746 0.00268143 0.00261691 0.00630746 0.00475114 0.00197848 0.00733954 0.00705953 0.00544481 0.00837387 0.00181952 0.00265929 0.00830988 0.00700319 0.00421054 0.00279257
threshold=-0.079564999999999983 -0.081094999999999987 0.088055000000000022 -0.080500000000000002 -0.084084999999999993 0.09055500000000001 0.088325000000000028 -0.085684999999999997 -0.082195000000000004 0.087745000000000031 0.11125500000000002 0.10393500000000001 -0.47196999999999995 0.11769000000000002 0.063210000000000016 -0.060544999999999995 -0.069955000000000003 0.11642500000000001 0.12732500000000005 0.13765500000000006 -0.017704999999999995 -0.0031649999999999998 -0.082419999999999993 0.087625000000000022 -0.086304999999999993 -0.087184999999999999 0.088685000000000028 0.085195000000000007 0.51326500000000019 -0.069565000000000002 -0.030229999999999996 -0.077604999999999993 -0.064534999999999995 -0.070649999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=1021 49 56 46 66 53 76 74 62 65 77 48 64 69 47 46 47 52 73 172 68 51 78 46 88 50 53 47 285 46 48 163 156 46 251
leaf_count=1021 49 56 46 66 53 76 74 62 65 77 48 64 69 47 46 47 52 73 172 68 51 78 46 88 50 53 47 285 46 48 163 156 46 251
internal_value=0 6.82474e-05 0.000856007 -2.44105e-05 5.61231e-06 -0.000328044 -0.000561218 7.8233e-05 0.000493376 0.000963232 -0.000122918 -0.000225797 5.36767e-05 0.000713605 -0.00076489 -0.00112796 -8.88915e-05 -0.000199533 -2.36983e-05 -0.000216632 -0.000226945 5.74881e-05 -0.000619516 2.28523e-05 -4.54154e-05 8.69932e-06 0.000207499 2.04916e-05 -0.000113206 -7.27895e-05 6.74049e-05 -0.000334098 -7.09148e-05 -7.44427e-05
internal_weight=0 2294 168 112 2126 378 302 1748 204 142 1445 916 529 95 157 111 434 365 313 240 228 131 97 1544 1124 1074 420 332 759 713 462 251 202 414
internal_count=3739 2294 168 112 2126 378 302 1748 204 142 1445 916 529 95 157 111 434 365 313 240 228 131 97 1544 1124 1074 420 332 759 713 462 251 202 414
is_linear=0
shrinkage=0.0995203


Tree=6386
num_leaves=16
num_cat=0
split_feature=2 23 17 18 0 0 0 8 20 17 29 0 4 9 17
split_gain=0.00284194 0.00242479 0.00261355 0.0264592 0.0031161 0.00790734 0.00735632 0.00567212 0.00244693 0.00278379 0.00266667 0.00205594 0.00191181 0.0021894 0.00105206
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 5 7 -6 -5 9 10 11 -2 13 14 -10
right_child=1 -3 3 4 6 -7 -8 -9 12 -11 -12 -13 -14 -15 -16
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leaf_weight=50 1027 65 50 431 70 50 54 167 51 63 63 1425 63 63 47
leaf_count=50 1027 65 50 431 70 50 54 167 51 63 63 1425 63 63 47
internal_value=0 5.05032e-06 1.60761e-05 0.00017226 2.74928e-05 0.000115953 -0.00042818 1.40434e-05 -2.94502e-05 -5.71288e-05 -4.04159e-05 -2.36437e-05 0.000285447 0.000468701 0.000763003
internal_weight=0 3689 3624 822 772 648 124 598 2802 2578 2515 2452 224 161 98
internal_count=3739 3689 3624 822 772 648 124 598 2802 2578 2515 2452 224 161 98
is_linear=0
shrinkage=0.0995203


Tree=6387
num_leaves=22
num_cat=0
split_feature=3 3 0 0 2 3 0 0 2 0 26 26 18 2 2 6 3 9 36 12 0
split_gain=0.00349119 0.0130498 0.00243626 0.0041585 0.00690701 0.0109866 0.00431632 0.00318064 0.00842009 0.00234594 0.00799879 0.00339953 0.00245633 0.00199625 0.00189506 0.00162928 0.00191381 0.00174565 0.000972881 0.00136446 0.00121652
threshold=0.083595000000000017 0.081225000000000019 -0.084084999999999993 -0.085684999999999997 -0.086609999999999993 0.087925000000000017 -0.086304999999999993 -0.082794999999999994 -0.082594999999999988 -0.087614999999999985 0.087960000000000024 0.12236500000000003 0.089365000000000014 -0.24206999999999998 -0.22383 -0.092579999999999996 0.11492500000000001 -0.063329999999999984 0.089700000000000016 -1.0000000180025095e-35 -0.073219999999999993
decision_type=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 3 6 -5 -6 9 8 -4 11 -11 12 -2 -9 -15 17 -17 -16 19 -1 -21
right_child=2 -3 7 4 5 -7 -8 13 -10 10 -12 -13 -14 14 15 16 -18 -19 -20 20 -22
leaf_value=0.00052211270922076179 -0.00012851171079242477 0.0013358382392724911 7.8935175170787776e-05 -0.00018637877830732875 0.0018523889511393899 -0.00010175517983864214 -0.00070693041137931661 -0.00071616401740769121 -0.0014637865791713894 0.0011013081899730953 -0.00042458576944338108 0.00070155954536878608 0.0002392697236161123 0.00049080795929500086 0 -0.00011050908002134191 0.00016019150974746048 -0.00076368142302006125 -0.00036483177953793331 -0.00036261673294273907 0.00021145405811446688
leaf_weight=48 852 89 82 86 64 50 82 47 60 77 60 63 227 60 56 1115 335 68 73 77 68
leaf_count=48 852 89 82 86 64 50 82 47 60 77 60 63 227 60 56 1115 335 68 73 77 68
internal_value=0 0.000292326 -3.56944e-05 5.52064e-05 0.000478997 0.000988128 -6.46844e-06 -0.00011398 -0.000567154 3.78e-05 0.000427058 -8.18057e-06 -5.03792e-05 -7.52118e-05 -5.62745e-05 -7.76491e-05 -4.74033e-05 -0.000424728 -5.37417e-05 5.9683e-05 -8.77516e-05
internal_weight=0 355 3384 1561 200 114 1361 1823 142 1279 137 1142 1079 1681 1634 1574 1450 124 266 193 145
internal_count=3739 355 3384 1561 200 114 1361 1823 142 1279 137 1142 1079 1681 1634 1574 1450 124 266 193 145
is_linear=0
shrinkage=0.0995203


Tree=6388
num_leaves=19
num_cat=0
split_feature=1 6 9 0 9 2 27 6 0 0 8 9 0 2 1 2 3 1
split_gain=0.0120507 0.00603895 0.00406501 0.00654157 0.0105058 0.00649704 0.0154087 0.00514864 0.00528348 0.00549529 0.00704994 0.00463606 0.00542745 0.00336799 0.016216 0.00358058 0.00331547 0.00195523
threshold=-0.55579999999999996 0.18123500000000006 0.094085000000000016 -0.072274999999999992 0.091485000000000025 -0.112555 0.078065000000000023 0.11884000000000002 -0.064494999999999983 -0.057604999999999996 0.10068500000000002 0.094835000000000017 -0.068899999999999989 -0.081604999999999997 0.0047600000000000012 -0.079954999999999984 0.16149500000000003 -0.49837999999999999
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 16 6 -2 8 11 -10 -11 -4 -13 14 -7 -15 17 -5
right_child=1 -3 7 4 -6 13 -8 -9 9 10 -12 12 -14 15 -16 -17 -18 -19
leaf_value=0.0015226211551467492 0.0020103729581317288 0.00077650758294897128 -0.00099108871162874139 -0.00051292294103513346 -0.0014231871111807922 -0.00010978824163264187 -0.00024312240460551367 0.00088248154888913375 0.0012531807983720367 0.00052002221045298043 -0.00086177794123960035 0.00011056527552678114 -0.00090496411720107769 0.00038583486003935624 -0.0017595718380185052 -5.3019625935558866e-05 -0.00096331543636705562 3.1534643643701976e-05
leaf_weight=50 50 89 55 87 89 964 74 83 61 142 49 395 60 232 63 885 52 253
leaf_count=50 50 89 55 87 89 964 74 83 61 142 49 395 60 232 63 885 52 253
internal_value=0 -3.27206e-05 -5.29877e-05 -0.000111833 -0.000445366 -4.07357e-05 0.000658944 0.000137481 5.52585e-05 0.00042881 0.000161243 -0.000127715 -2.15516e-05 -8.15841e-05 -0.000211789 3.73972e-05 -0.000221272 -0.000105375
internal_weight=0 3683 3594 2749 481 2268 124 845 762 252 191 510 455 2144 1027 1117 392 340
internal_count=3733 3683 3594 2749 481 2268 124 845 762 252 191 510 455 2144 1027 1117 392 340
is_linear=0
shrinkage=0.0995203


Tree=6389
num_leaves=21
num_cat=0
split_feature=18 9 18 18 18 5 5 21 17 9 9 18 26 3 21 21 21 6 0 9
split_gain=0.0138893 0.0149399 0.00592969 0.0165782 0.0147905 0.00339368 0.00460621 0.00313967 0.00534851 0.00376801 0.00247038 0.00643124 0.00500383 0.00791335 0.00348866 0.020189 0.00309611 0.00274724 0.00522833 0.00350244
threshold=0.23251500000000005 0.091200000000000017 -0.10387 -0.11533 -0.095799999999999982 0.2686150000000001 0.066815000000000027 0.10940500000000002 -0.46159 0.097680000000000031 0.092605000000000021 -0.07989499999999998 0.10439000000000002 0.090360000000000024 0.087625000000000022 0.089350000000000027 0.086285000000000014 0.11816500000000002 -0.071799999999999989 0.09697500000000002
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 5 -4 6 -1 8 -7 -9 12 -12 14 -14 16 -16 -6 19 -19 -13
right_child=1 -3 4 -5 10 7 -8 9 -10 -11 11 17 13 -15 15 -17 -18 18 -20 -21
leaf_value=0.00012972120253088563 0.0024647819892475386 0 -0.0013860936497331459 0.0018499779807297175 -1.9657435378139182e-05 8.138178714968882e-06 -0.0010583864884725748 -0.00049667412709524764 0.0013417562447507355 0.00053310871407157446 0.0011360756008104377 0.00040843507789460945 0.00019412493301501773 -0.0012989685465993679 -0.0019465304587994964 -6.5989161640307633e-05 0.00075365562736349112 -0.001166022044339209 0.00018792949952980075 -8.2484012383276525e-05
leaf_weight=78 46 52 85 59 1564 65 54 81 57 62 55 231 59 84 64 495 53 52 60 377
leaf_count=78 46 52 85 59 1564 65 54 81 57 62 55 231 59 84 64 495 53 52 60 377
internal_value=0 0.00115833 -4.22448e-05 0.000292944 -9.05823e-05 5.94843e-05 -0.000350121 0.000266603 0.000637932 -4.44702e-05 -5.47267e-05 9.85533e-05 -0.000106305 -0.000677212 -6.84107e-05 -0.000282757 5.18301e-06 1.81611e-05 -0.000433382 0.000102687
internal_weight=0 98 3635 456 3179 397 132 265 122 143 3094 775 2319 143 2176 559 1617 720 112 608
internal_count=3733 98 3635 456 3179 397 132 265 122 143 3094 775 2319 143 2176 559 1617 720 112 608
is_linear=0
shrinkage=0.0995203


Tree=6390
num_leaves=22
num_cat=0
split_feature=18 3 3 1 9 1 3 1 6 3 6 3 8 4 6 4 6 6 0 18 9
split_gain=0.0122305 0.00494564 0.0114087 0.0248491 0.00773263 0.0130819 0.00752883 0.0189729 0.0514121 0.00734575 0.00559454 0.00478668 0.0045901 0.00324833 0.00487757 0.00325633 0.00230572 0.00388283 0.00229528 0.00229099 0.00207602
threshold=0.31690500000000005 0.089095000000000021 0.088385000000000033 -0.014549999999999999 0.089025000000000021 -0.031409999999999993 0.090435000000000029 -0.083284999999999984 -0.007045 0.090835000000000013 0.18123500000000006 0.087570000000000023 -0.084855 0.12719000000000005 -0.13803499999999999 0.11860000000000002 0.090335000000000013 0.088845000000000021 -0.088174999999999989 -0.085709999999999995 0.088510000000000019
decision_type=2 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 11 -6 7 -3 18 -8 13 16 -13 15 -15 -11 17 -1 -9 -14 -4
right_child=-2 6 3 -5 5 -7 9 8 -10 10 -12 12 19 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=-7.6195911082406524e-05 0.0016030191015558334 -0.00093943938096162989 -0.00054769192351753393 -0.0029237745020115197 -0.0021354888581887367 -2.7825274804062801e-05 -0.0010723486479518316 0.00026202200575819746 0.0035419519577552646 1.8523564870329208e-05 0.00086251525066767293 0.0011091321300566882 0.00054507352631519941 -0.00083414359587403737 0.00021154477901169137 0.00077798933020565902 0.00039994101992047045 -0.0009410988487582009 -0.00069113032695069859 -0.00043637361759590692 0.00036593362313597645
leaf_weight=859 46 56 52 46 47 79 61 52 58 1660 78 70 46 106 74 58 89 55 47 48 46
leaf_count=859 46 56 52 46 47 79 61 52 58 1660 78 70 46 106 74 58 89 55 47 48 46
internal_value=0 -2.97318e-05 -0.00017411 -0.00101487 -7.98423e-05 -0.000820515 6.21137e-05 0.000625108 0.00118838 2.84199e-06 3.64479e-05 0 0.000498578 2.06861e-06 -0.000399702 4.46398e-05 -8.13739e-05 -0.000129137 -0.000182216 3.52003e-05 -0.000110494
internal_weight=0 3687 1437 144 1293 126 2250 213 157 2037 1976 1167 164 1898 180 1718 1003 914 99 94 98
internal_count=3733 3687 1437 144 1293 126 2250 213 157 2037 1976 1167 164 1898 180 1718 1003 914 99 94 98
is_linear=0
shrinkage=0.0995203


Tree=6391
num_leaves=17
num_cat=0
split_feature=18 18 5 18 6 1 17 3 2 30 18 17 1 8 2 17
split_gain=0.00991745 0.00461491 0.0154028 0.0122201 0.0036126 0.00251638 0.0154241 0.00503165 0.00482242 0.00412111 0.00391624 0.00222274 0.00272653 0.0028891 0.00253857 0.0029862
threshold=0.31690500000000005 -0.10387 -0.0080599999999999995 -0.095799999999999982 0.18123500000000006 0.054560000000000004 -0.011514999999999999 0.10119000000000002 0.096520000000000022 0.11290000000000001 -0.077164999999999997 -0.55286000000000002 0.056790000000000014 -0.054384999999999996 0.096520000000000022 -0.16855499999999998
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 7 -7 8 -5 -8 -9 -4 14 -14 15 -13
right_child=-2 3 11 4 -6 6 9 10 -10 -11 -12 12 13 -15 -16 -17
leaf_value=0.0019368140955287601 0.0014434864021201756 -0.0012465691121651646 0.00071052203846690793 -4.9802541367365584e-05 0.00065436399868909153 -0.0019825046175649106 -1.9433640892722906e-05 0.001140136624850693 -0.0010051114258604224 -0.00097096820200379358 0.00018648415676572299 -0.00013535659924020577 0.0010050406681441223 -5.9521669724949036e-05 0.00045227265318879617 -0.0010499005113935309
leaf_weight=49 46 85 47 1857 73 46 591 48 54 49 428 166 46 53 49 46
leaf_count=49 46 85 47 1857 73 46 591 48 54 49 428 166 46 53 49 46
internal_value=0 -2.67729e-05 0.000269238 -6.88031e-05 -3.67214e-05 -5.34048e-05 -0.000221422 -4.77542e-06 -7.72255e-05 -9.35647e-05 0.000284371 6.64617e-05 -1.53501e-05 0.000426855 -0.000186219 -0.000337657
internal_weight=0 3687 456 3231 3146 3073 686 2387 1911 640 476 407 360 99 261 212
internal_count=3733 3687 456 3231 3146 3073 686 2387 1911 640 476 407 360 99 261 212
is_linear=0
shrinkage=0.0995203


Tree=6392
num_leaves=12
num_cat=0
split_feature=21 3 7 5 20 21 3 5 10 10 21
split_gain=0.00850668 0.00328866 0.00250583 0.0018351 0.00406331 0.00318208 0.00310467 0.00287268 0.0025363 0.0027877 0.0024673
threshold=0.16638500000000003 0.17152000000000003 -0.068034999999999998 -0.47090499999999996 -0.0070099999999999997 -0.070074999999999985 0.10393500000000001 -0.43873000000000001 0.091080000000000022 0.086275000000000018 0.09865500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 -5 9 -9 -7
right_child=-2 -3 3 7 6 10 -8 8 -10 -11 -12
leaf_value=-0.00052447560672161191 -0.0011981096157262852 0.00063897737601215478 -0.00039589421518500571 0.00065260715475033996 -0.00014405256545192352 0.00099272942814751736 -0.0011220965190858016 3.1544032262274864e-05 -0.00068429646718229354 0.00078170494065514181 0
leaf_weight=84 57 85 69 76 69 48 64 3041 48 50 49
leaf_count=84 57 85 69 76 69 48 64 3041 48 50 49
internal_value=0 2.69422e-05 1.22558e-05 2.5319e-05 -0.000210006 0.00011423 -0.000620846 4.74592e-05 3.25468e-05 4.39435e-05 0.000485541
internal_weight=0 3683 3598 3514 299 166 133 3215 3139 3091 97
internal_count=3740 3683 3598 3514 299 166 133 3215 3139 3091 97
is_linear=0
shrinkage=0.0995203


Tree=6393
num_leaves=9
num_cat=0
split_feature=9 30 22 12 38 26 26 9
split_gain=0.00400316 0.00552968 0.00321642 0.00160005 0.0013503 0.00136058 0.00815379 0.00262872
threshold=0.23438500000000004 0.11725000000000002 0.12953000000000006 -0.082629999999999995 -0.051829999999999994 0.10439000000000002 0.11081000000000002 0.11296000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -6
right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=-0.00055392562067449762 0.00092994316156649751 -0.0010768163227810937 -0.00070076299001039437 0.00049471306315860219 3.2290566905666302e-05 -0.0011612528841533226 2.8789293682512979e-05 0.00066831693378304586
leaf_weight=47 46 47 62 61 2934 66 411 66
leaf_count=47 46 47 62 61 2934 66 411 66
internal_value=0 -4.07607e-06 9.52421e-06 2.20365e-05 2.99191e-05 2.15294e-05 -0.000134155 4.6556e-05
internal_weight=0 3694 3647 3585 3538 3477 477 3000
internal_count=3740 3694 3647 3585 3538 3477 477 3000
is_linear=0
shrinkage=0.0995203


Tree=6394
num_leaves=20
num_cat=0
split_feature=0 4 4 4 2 4 10 18 4 5 18 3 6 0 17 2 26 26 12
split_gain=0.00249457 0.00396568 0.00508118 0.00349177 0.0035802 0.00497745 0.00209302 0.00194485 0.00441632 0.00377127 0.00373033 0.00353557 0.00343477 0.00304367 0.0030213 0.00565247 0.00378238 0.00988494 0.00270398
threshold=-0.1525 0.10845500000000002 0.11874000000000003 0.099510000000000029 0.096520000000000022 0.08544000000000003 0.090150000000000022 0.11362500000000002 0.13271500000000006 -0.068984999999999991 0.10554500000000001 0.096775000000000014 0.09840500000000002 -0.083514999999999992 0.51392000000000015 -0.077714999999999992 0.095385000000000011 0.096685000000000021 -0.011224999999999999
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 10 9 11 14 -9 13 -11 16 -16 18 -18 -2
right_child=6 2 -4 -5 -6 -7 -8 8 -10 12 -12 -13 -14 -15 15 -17 17 -19 -20
leaf_value=-0.00046523582803140591 -0.00051925383770926752 -0.0015496480675901822 -8.1831367598533586e-05 0.00071294173778008066 -0.00095078962162301875 0.00077378762122440586 -0.00049436000888117445 2.6502168445303446e-05 -0.0010858748535872245 0.00057565700758909096 0.00078891735316500699 -0.0010470138054782272 0.00087999203951348104 -0.00039977073093126216 -0.00014061007525853204 0.0013971865608642139 -0.0014010618111401066 -4.7195876580222855e-05 0.00010715707743755592
leaf_weight=79 70 46 50 49 50 54 73 62 46 50 70 57 57 86 47 46 61 442 2245
leaf_count=79 70 46 50 49 50 54 73 62 46 50 70 57 57 86 47 46 61 442 2245
internal_value=0 -0.000255392 -0.000793688 -2.91198e-05 -0.000232287 3.16713e-05 3.18909e-05 4.36414e-05 -0.000174878 -3.794e-05 7.01588e-05 -0.000480824 0.000230892 -3.51382e-05 5.25938e-05 0.000611218 3.38675e-05 -0.00021301 8.78623e-05
internal_weight=0 328 96 232 183 133 3412 3339 358 312 2981 119 193 136 2911 93 2818 503 2315
internal_count=3740 328 96 232 183 133 3412 3339 358 312 2981 119 193 136 2911 93 2818 503 2315
is_linear=0
shrinkage=0.0995203


Tree=6395
num_leaves=12
num_cat=0
split_feature=21 3 7 17 2 9 9 9 2 9 26
split_gain=0.00617967 0.0027695 0.00160114 0.00162051 0.00725847 0.00204241 0.00417162 0.00597417 0.00414699 0.00275266 0.0043466
threshold=0.16638500000000003 0.17152000000000003 -0.068034999999999998 0.51362000000000008 -0.076034999999999991 0.11296000000000002 0.09550500000000002 0.094685000000000033 -0.074084999999999998 0.11640000000000002 -0.0083299999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -4 -8 -7 -11
right_child=-2 -3 3 4 -6 9 8 -9 -10 10 -12
leaf_value=-0.00042061953194499359 -0.001022281650406324 0.00058347551553732092 9.1794048086980113e-06 -0.00032264043938682647 0.0011388373911475303 0.00096793875448455307 -8.2143386539301316e-05 0.00097545987537878717 -0.00071642589861025318 -0.0006549606523971902 0.00044228385453833286
leaf_weight=84 57 85 2624 71 63 48 322 65 152 51 118
leaf_count=84 57 85 2624 71 63 48 322 65 152 51 118
internal_value=0 2.18558e-05 8.36047e-06 1.88479e-05 0.000358363 5.14567e-06 -1.48709e-05 3.28413e-05 -0.000287269 0.00030068 0.000106319
internal_weight=0 3683 3598 3514 134 3380 3163 2689 474 217 169
internal_count=3740 3683 3598 3514 134 3380 3163 2689 474 217 169
is_linear=0
shrinkage=0.0995203


Tree=6396
num_leaves=28
num_cat=0
split_feature=17 17 5 2 2 1 1 5 17 2 5 5 18 18 0 26 17 1 2 0 0 4 2 2 26 2 26
split_gain=0.00947515 0.028989 0.0247424 0.00465237 0.00836147 0.0158816 0.00644665 0.00537614 0.00546937 0.00480374 0.00454173 0.00656973 0.00344783 0.0204416 0.00421883 0.00261752 0.00444806 0.00337297 0.00279187 0.00362178 0.0109573 0.00444849 0.00278755 0.00263452 0.00250908 0.00250046 0.00212044
threshold=-0.0065549999999999992 -0.0044799999999999987 -0.11065499999999999 -0.082234999999999989 -0.083974999999999994 -0.082039999999999988 -0.0046399999999999992 -0.081415000000000001 -0.031185000000000001 -0.067815 -0.067969999999999989 0.23074000000000006 -0.090899999999999995 -0.093130000000000004 -0.084759999999999988 0.11928500000000002 0.12439000000000001 0.10924000000000002 -0.087129999999999999 -0.085794999999999996 -0.061654999999999995 0.079225000000000018 -0.085374999999999993 -0.083589999999999984 0.090715000000000032 -0.082794999999999994 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 2 2
left_child=2 -2 -1 4 6 -6 12 9 10 -5 -9 -12 13 -4 -14 18 17 -17 19 21 -21 -3 -20 -24 -10 -25 -7
right_child=1 15 3 7 5 26 -8 8 24 -11 11 -13 14 -15 -16 16 -18 -19 22 20 -22 -23 23 25 -26 -27 -28
leaf_value=0.0022535053086590621 -0.0024611560553785784 0.00061571927013266844 6.3155160677558973e-05 -0.0014023273871996329 0.0020922550221012422 0.00058185835637895801 -0.00094190750272341874 0.00090381707279317254 0.00025811605164870617 -0.00011409107384543488 -0.00040912163779290581 0.00021270240661881725 0.0003848549699724497 0.0024002537309046031 -0.00019278922856179114 -0.00028491064576857309 0.00033227632692948126 -0.0014382262341117804 0.00071578137604367013 -0.0015648397497059748 0.00027239277669435487 -0.00055243256924514185 -0.00074729068993777473 0.00072395983607168469 0.0012776985644153802 -8.589526066564749e-06 -0.00029962829744369334
leaf_weight=55 52 65 195 51 67 53 52 46 55 69 359 315 219 46 291 56 46 49 55 69 59 64 46 48 46 1157 54
leaf_count=55 52 65 195 51 67 53 52 46 55 69 359 315 219 46 291 56 46 49 55 69 59 64 46 48 46 1157 54
internal_value=0 -0.000145739 0.000171541 0.000111412 0.000263652 0.000889883 0.000126936 -4.57821e-05 4.42266e-05 -0.000668414 -5.09174e-05 -0.000117292 0.000202034 0.000512638 5.36528e-05 -7.50149e-05 -0.000471148 -0.000830921 -3.62211e-05 -0.000336257 -0.000711595 2.98251e-05 2.21945e-05 -7.64459e-06 0.000730586 1.99115e-05 0.000129345
internal_weight=0 1766 1973 1918 977 174 803 941 821 120 720 674 751 241 510 1714 151 105 1563 257 128 129 1306 1251 101 1205 107
internal_count=3739 1766 1973 1918 977 174 803 941 821 120 720 674 751 241 510 1714 151 105 1563 257 128 129 1306 1251 101 1205 107
is_linear=0
shrinkage=0.0995203


Tree=6397
num_leaves=25
num_cat=0
split_feature=8 8 8 5 8 1 2 9 21 21 3 4 26 0 5 2 5 2 3 3 26 26 26 18
split_gain=0.0073184 0.0100849 0.00769702 0.0174285 0.0481916 0.0202403 0.00329795 0.00464931 0.00301834 0.00565496 0.00257598 0.00281731 0.00247073 0.00237866 0.00218449 0.00384705 0.00621592 0.00350912 0.00308904 0.00187402 0.00165282 0.00250687 0.00165884 0.000913217
threshold=-0.092094999999999996 -0.093384999999999982 -0.080835000000000004 0.064585000000000017 -0.083674999999999986 0.066150000000000028 -0.070354999999999987 0.089645000000000016 -0.091104999999999992 -0.076335 0.12168500000000003 0.11037000000000002 0.088545000000000026 -0.12236 -0.47386999999999996 0.10003000000000002 0.23074000000000006 0.094050000000000022 0.10377500000000002 0.093535000000000021 0.091400000000000023 0.087045000000000025 0.085005000000000011 0.091330000000000008
decision_type=2 2 2 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 6 7 12 -4 -10 11 20 -2 -12 18 17 -17 -16 -11 -8 21 22 -1 -22
right_child=2 -3 8 4 -6 -7 19 -9 9 14 13 -13 -14 -15 15 16 -18 -19 -20 -21 23 -23 -24 -25
leaf_value=-0.00029887965181134085 -6.4568137661318321e-05 -0.0016001710711338565 -0.00070152627610714415 -7.0166343799848486e-05 0.0039627002091452684 0.0017121484349504098 0.0010276229870740694 -0.00077827870793048906 0.0010781779755606193 0.00011691436495629 -0.0002808465549562633 -0.00079923165970938431 0.00036494876528662159 0.00052055060905295764 -2.4378010890277889e-05 -3.2923718387248509e-05 0.0013296961043065571 -0.00088102068439605105 -0.00081223906443410906 0.00011155540157125799 0.00043252213000973769 -0.00089817734611324809 0.00035693621792627693 -0.00013623020710652772
leaf_weight=153 574 53 65 80 46 76 47 77 46 60 61 86 172 89 1526 83 54 49 82 46 58 55 50 51
leaf_count=153 574 53 65 80 46 76 47 77 46 60 61 86 172 89 1526 83 54 49 82 46 58 55 50 51
internal_value=0 -0.000282204 8.37806e-05 0.00029233 0.00139565 0.000151364 2.09732e-05 -4.15776e-05 -3.44582e-05 -1.12066e-05 -0.000165005 -0.000284096 3.33652e-05 0.000189192 -3.86771e-05 -7.07859e-06 0.000498192 -5.15489e-05 -0.000413874 0.000583317 -0.000161153 -0.000299541 -0.000133316 0.000158898
internal_weight=0 656 3083 1118 126 992 916 823 1965 1900 603 453 746 150 1854 1712 137 1575 142 93 367 258 203 109
internal_count=3739 656 3083 1118 126 992 916 823 1965 1900 603 453 746 150 1854 1712 137 1575 142 93 367 258 203 109
is_linear=0
shrinkage=0.0995203


Tree=6398
num_leaves=24
num_cat=0
split_feature=17 17 1 35 1 17 17 5 3 26 9 17 26 9 26 9 26 11 4 0 0 0 1
split_gain=0.0070969 0.0232291 0.0205094 0.00347568 0.00411144 0.00863081 0.0179397 0.0272942 0.00674398 0.00504986 0.00419478 0.00247313 0.00215814 0.00622922 0.011584 0.00187307 0.00452721 0.00171598 0.00240818 0.00199745 0.00461748 0.00414436 0.00130842
threshold=-0.0065549999999999992 -0.0044799999999999987 0.066150000000000028 -0.080914999999999987 -0.043804999999999997 -0.12647999999999998 -0.16408999999999999 0.043850000000000007 0.10807500000000002 0.11575500000000001 0.093605000000000022 -0.012064999999999999 0.11928500000000002 0.11351500000000002 0.13124500000000003 -0.0060949999999999997 0.056820000000000016 -0.090715000000000004 0.14039500000000002 -0.071029999999999996 -0.075179999999999983 -0.061654999999999995 -0.0072799999999999991
decision_type=2 2 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 8 -8 -5 10 -7 15 17 14 -14 22 -17 -3 19 20 -19 -21 -6
right_child=1 12 -4 4 11 9 7 -9 -10 -11 -12 -13 13 -15 -16 16 -18 18 -20 21 -22 -23 -24
leaf_value=-0.00073758292643721175 -0.0022000304403393249 -0.00052548414780858243 0.0016693365396035374 -8.4979805092908451e-05 -3.9543067677646802e-05 -3.6637878265901989e-05 0.00042018523586367744 0.0035063464710985929 0.00093607078445404448 0.00076285483186378975 -0.0010341214941371297 0.00057182370974936394 -0.001064642382297502 -0.0013745278759590988 0.0010363625474752523 -0.00057701562076086052 -1.0604604416761513e-06 -3.6508160180021364e-05 0.00059527437608614998 -0.0010245685028927804 0.00073214311372228526 -3.6618760298799708e-05 0.00066973106383136599
leaf_weight=50 52 66 84 247 54 478 76 46 86 72 46 55 51 47 53 198 435 1139 63 59 83 153 46
leaf_count=50 52 66 84 247 54 478 76 46 86 72 46 55 51 47 53 198 435 1139 63 59 83 153 46
internal_value=0 -0.000127337 0.000147248 7.91303e-05 0.000101781 0.00023081 0.000557268 0.00159053 0.000176257 -1.70419e-05 -0.000125766 -6.92738e-05 -6.39769e-05 -0.000423658 0 -0.000118495 -0.00018251 -2.87047e-05 -6.25573e-06 -3.32537e-05 1.50299e-05 -0.000315429 0.000278537
internal_weight=0 1766 1973 1889 1839 1051 455 122 333 596 524 788 1714 151 104 733 633 1563 1497 1434 1222 212 100
internal_count=3739 1766 1973 1889 1839 1051 455 122 333 596 524 788 1714 151 104 733 633 1563 1497 1434 1222 212 100
is_linear=0
shrinkage=0.0995203


Tree=6399
num_leaves=25
num_cat=0
split_feature=8 8 8 1 1 0 0 6 6 8 0 21 21 35 6 3 3 5 5 3 0 6 9 3
split_gain=0.00573651 0.00813442 0.00645046 0.0158062 0.0152565 0.00780456 0.0133086 0.00571799 0.00674776 0.0055049 0.00326806 0.0023093 0.00456007 0.0024958 0.00204305 0.00207616 0.00203726 0.00229422 0.00247359 0.00350824 0.00188286 0.00186918 0.00116744 0.000488843
threshold=-0.092094999999999996 -0.093384999999999982 -0.080835000000000004 -0.095674999999999996 0.066150000000000028 -0.081094999999999987 -0.078954999999999984 0.088845000000000021 0.087765000000000024 -0.084855 -0.08317999999999999 -0.091104999999999992 -0.076335 -0.080429999999999988 0.17176000000000005 0.084795000000000023 0.12168500000000003 -0.0058299999999999992 -0.084089999999999984 0.10749000000000002 -0.12236 0.087765000000000024 0.085610000000000019 0.088605000000000017
decision_type=2 2 2 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 -2 5 7 -7 8 -5 -8 -9 -4 -13 -14 15 -15 17 18 19 21 -18 -1 -19 -20
right_child=2 -3 11 4 -6 6 9 10 -10 -11 -12 12 13 14 -16 -17 20 22 23 -21 -22 -23 -24 -25
leaf_value=3.7783915621720967e-05 0.0019945849829067063 -0.0014352838889541409 -0.00061926553330624446 -3.1528769861112868e-05 0.001541208473697594 0.0019314568215408425 -0.0007134732478513916 -0.00010886973382224844 0.00098765693965067688 0.00068878646474494992 -0.0010308296936341211 0.00096285278346724653 -0.00071350234718174903 0.00032732452768980519 0.00061316874902777436 -7.0317476630833703e-05 -0.00024863163440203484 -0.0010084841598056635 4.8867317117012071e-05 -0.0010830884345765545 0.00046375463830956008 -0.00067082862401169035 -0.00029627301976157958 0.00051708916112481323
leaf_weight=163 50 53 65 594 76 57 50 76 72 62 81 46 53 141 49 1611 61 52 48 46 89 47 48 49
leaf_count=163 50 53 65 594 76 57 50 76 72 62 81 46 53 141 49 1611 61 52 48 46 89 47 48 49
internal_value=0 -0.000251452 7.25713e-05 0.000263504 0.000181694 7.67126e-05 0.000693043 -4.88539e-05 7.74244e-05 5.54685e-05 -0.000589745 -3.56445e-05 -1.52476e-05 -3.99571e-05 -1.96814e-05 -3.78482e-05 -0.000146043 -0.000252034 -0.000129949 -0.00029372 0.000168593 -0.000116912 -0.000674809 0.000293831
internal_weight=0 656 3083 1118 1068 992 169 823 666 112 157 1965 1900 1854 1801 1752 603 453 353 256 150 210 100 97
internal_count=3739 656 3083 1118 1068 992 169 823 666 112 157 1965 1900 1854 1801 1752 603 453 353 256 150 210 100 97
is_linear=0
shrinkage=0.0995203


Tree=6400
num_leaves=11
num_cat=0
split_feature=1 0 4 6 1 6 20 10 8 8
split_gain=0.00744104 0.00210934 0.00371446 0.0022785 0.00396905 0.00245363 0.00214933 0.00249007 0.00224355 0.00102475
threshold=0.62916000000000016 0.12433000000000002 0.10098000000000003 0.12241500000000002 -0.049499999999999995 0.11642500000000001 0.2959750000000001 0.090860000000000024 0.053925000000000008 -0.055085000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 8 -1 -6
right_child=-2 2 -4 4 9 -7 -8 -9 -10 -11
leaf_value=-5.8975009440427563e-05 -0.0012520285100554682 -4.5224351218168114e-05 0.0010485914100056613 -0.00086741589520197089 -0.00026170441783294069 0.00056602047983376656 0.00062255518538973319 -0.0006779216272632387 0.00025633922056061612 0.0003991322479549753
leaf_weight=2971 50 79 49 88 46 68 48 61 241 46
leaf_count=2971 50 79 49 88 46 68 48 61 241 46
internal_value=0 -2.91594e-05 0.000367107 -4.36006e-05 -0.00038895 -2.50165e-05 -3.73649e-05 -4.72931e-05 -3.50618e-05 5.98158e-05
internal_weight=0 3697 128 3569 180 3389 3321 3273 3212 92
internal_count=3747 3697 128 3569 180 3389 3321 3273 3212 92
is_linear=0
shrinkage=0.0995203


Tree=6401
num_leaves=18
num_cat=0
split_feature=1 20 6 6 3 5 3 3 6 3 3 1 6 8 20 3 8
split_gain=0.00603323 0.00173326 0.00320497 0.00220553 0.0038444 0.00412828 0.00525089 0.00183366 0.00169656 0.002876 0.00745697 0.00656227 0.00185368 0.00167478 0.00166601 0.00196845 0.0014839
threshold=0.62916000000000016 0.089370000000000019 -0.217 -0.14723999999999998 0.014805000000000004 -0.46834999999999999 0.13451500000000002 0.12015500000000003 0.12241500000000002 0.10871500000000002 0.14530500000000005 -0.050379999999999994 0.11642500000000001 -0.080924999999999983 0.0057800000000000013 0.13345500000000002 -0.00076499999999999995
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 -6 -7 13 12 11 -11 -10 14 -4 15 -5 -3
right_child=-2 2 7 8 5 6 -8 -9 9 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00029220735538204975 -0.0011274263652138062 0.0002868450130645021 -0.00016404679989373929 -1.0647099232420285e-05 -0.0012870094027820657 -0.00083402725702421993 0.00038686402655463019 -0.00042749893411781202 -0.00073520015209507263 -0.001523974834708971 0.00018207629906430043 0.00093503705689273954 0.00050969003107418991 0.00061835211995838672 0.00055870135767600426 -0.0004791438936349034 0.0010721735440795586
leaf_weight=72 50 56 53 2747 55 74 65 73 47 51 49 46 68 53 49 92 47
leaf_count=72 50 56 53 2747 55 74 65 73 47 51 49 46 68 53 49 92 47
internal_value=0 -2.62354e-05 0.000210377 -4.60138e-05 -0.000321428 -0.000553389 -0.000257218 -3.98281e-05 -2.24892e-05 -0.00030842 -0.000679824 8.21363e-05 -3.5436e-06 0.00021943 -1.59115e-05 -2.61175e-05 0.000653147
internal_weight=0 3697 282 3415 266 194 139 179 3149 193 100 93 2956 106 2888 2839 103
internal_count=3747 3697 282 3415 266 194 139 179 3149 193 100 93 2956 106 2888 2839 103
is_linear=0
shrinkage=0.0995203


Tree=6402
num_leaves=13
num_cat=0
split_feature=1 20 21 3 20 3 21 1 4 6 30 4
split_gain=0.00489197 0.00157099 0.00202575 0.00649258 0.00726347 0.0041634 0.00372193 0.00138294 0.00404235 0.00395509 0.00194723 0.0017999
threshold=0.62916000000000016 0.2959750000000001 0.12208500000000003 0.10871500000000002 -0.073314999999999991 0.13902500000000004 0.11729000000000002 0.40780000000000011 0.11849500000000003 -0.45687499999999998 0.091195000000000012 0.11995000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 7 10 -9 -10 11 -1
right_child=-2 -3 3 4 5 -7 -8 8 9 -11 -12 -13
leaf_value=-9.7153724626335311e-06 -0.0010152247157630941 0.00054113126652163368 0.00070459276927504588 -0.0015361239358124437 -0.00072366151915688882 0.00041723183752826213 0.00072791401005826203 -0.00082345817889820441 0.00059949579486060682 -0.00042491070801094802 0.00055213865078725458 -0.0005952984578660648
leaf_weight=3008 50 48 48 56 65 61 66 82 69 81 60 53
leaf_count=3008 50 48 48 56 65 61 66 82 69 81 60 53
internal_value=0 -2.35804e-05 -3.12331e-05 -0.000317264 -0.000591263 -0.000164827 -1.1752e-05 -2.65557e-05 -0.000261104 4.08588e-05 -8.85817e-06 -2.0122e-05
internal_weight=0 3697 3649 230 182 126 3419 3353 232 150 3121 3061
internal_count=3747 3697 3649 230 182 126 3419 3353 232 150 3121 3061
is_linear=0
shrinkage=0.0995203


Tree=6403
num_leaves=15
num_cat=0
split_feature=1 0 4 20 8 17 17 0 3 2 2 1 21 17
split_gain=0.00396637 0.00163057 0.00316718 0.00141644 0.0036542 0.00240467 0.00313171 0.00264802 0.00239589 0.00291002 0.00536398 0.0038372 0.00261082 0.000887185
threshold=0.62916000000000016 0.12433000000000002 0.10098000000000003 0.0057800000000000013 0.0033350000000000007 -0.085715 -0.010655 -0.10942499999999999 0.15108000000000005 0.13896000000000006 0.11804000000000002 0.007210000000000002 0.12662500000000004 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 -5 -7 -8 9 10 12 -11 -1 -10
right_child=-2 2 -4 4 -6 6 7 -9 13 11 -12 -13 -14 -15
leaf_value=-2.6042060917549727e-05 -0.00091418940789948853 -5.2916173732804381e-05 0.00095671718181601834 -0.00047664438178190028 0.00093556672195207081 0.00086059320187107486 0.00035809941269688189 -0.00043682598196193289 -0.00022061970129018556 -3.0236059177742862e-05 -0.0011032938854379176 0.0010843333907897905 -0.00060670811542978603 -0.00086244869144947714
leaf_weight=2884 50 79 49 72 51 52 86 80 47 71 48 52 79 47
leaf_count=2884 50 79 49 72 51 52 86 80 47 71 48 52 79 47
internal_value=0 -2.12116e-05 0.000327189 -3.39361e-05 0.000158349 1.88424e-05 0.000186245 -2.00657e-05 -5.45023e-05 -3.93721e-05 -5.89939e-05 0.000434309 -4.18002e-05 -0.000550243
internal_weight=0 3697 128 3569 341 290 218 166 3228 3134 3011 123 2963 94
internal_count=3747 3697 128 3569 341 290 218 166 3228 3134 3011 123 2963 94
is_linear=0
shrinkage=0.0995203


Tree=6404
num_leaves=18
num_cat=0
split_feature=17 17 8 17 0 5 0 0 9 20 20 17 20 6 5 26 5
split_gain=0.00386972 0.0107695 0.0203039 0.00419171 0.0104042 0.00317507 0.00285289 0.0022817 0.00310521 0.00241956 0.00255979 0.00300629 0.00212617 0.00179333 0.00477351 0.00182887 0.00138421
threshold=-0.013125 -0.0090649999999999984 -0.085089999999999985 -0.020405 -0.085349999999999995 0.060575000000000011 -0.225295 0.11291000000000002 0.095415000000000014 -0.15615999999999999 -0.096095 -0.55286000000000002 -0.083495 0.12241500000000002 0.037395000000000005 -0.23202999999999999 -0.52786999999999995
decision_type=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 16 9 -9 -1 -11 -12 -13 14 15 -8 -3
right_child=1 5 -4 4 -6 -7 13 8 -10 10 11 12 -14 -15 -16 -17 -18
leaf_value=-0.00062832481224204845 0.0025361509562485947 -7.379865719482795e-05 -0.0001930754163397716 0.00025765760933386684 -0.0017911377919033241 -0.00059794207908253345 -0.00053539293736324484 -0.0009959897686014857 0 0.00052901697099262028 0.00059558657670277608 -0.00050239501484632848 -5.6454851742330181e-05 -0.000408806551903937 0.0010974240757545928 8.6775148651219855e-05 -0.0008196734436763701
leaf_weight=71 49 51 59 48 49 80 48 63 62 76 65 117 1210 72 46 1498 53
leaf_count=71 49 51 59 48 49 80 48 63 62 76 65 117 1210 72 46 1498 53
internal_value=0 7.15243e-05 0.00103761 -0.000131737 -0.000768862 1.4622e-05 4.28028e-05 -9.4105e-05 -0.000503911 -6.0288e-05 -3.22572e-05 -6.34896e-05 -9.63898e-05 7.48312e-05 9.72185e-05 6.69286e-05 -0.00046178
internal_weight=0 1956 108 1761 97 1848 1768 1664 125 1539 1468 1392 1327 1664 1592 1546 104
internal_count=3717 1956 108 1761 97 1848 1768 1664 125 1539 1468 1392 1327 1664 1592 1546 104
is_linear=0
shrinkage=0.0995203


Tree=6405
num_leaves=21
num_cat=0
split_feature=17 17 8 17 0 5 2 2 5 4 8 2 5 3 0 9 20 20 17 6
split_gain=0.00313455 0.00872061 0.016479 0.0033868 0.00844775 0.00257351 0.00240426 0.00370823 0.00540565 0.00315428 0.00238267 0.00351191 0.00340475 0.00217269 0.00185054 0.0025157 0.00196146 0.00207611 0.00243912 0.00173478
threshold=-0.013125 -0.0090649999999999984 -0.085089999999999985 -0.020405 -0.085349999999999995 0.060575000000000011 0.14153500000000005 0.094050000000000022 -0.46834999999999999 0.12454500000000003 -0.086404999999999996 -0.084804999999999992 -0.41880499999999998 0.14940500000000004 0.11291000000000002 0.095415000000000014 -0.15615999999999999 -0.096095 -0.55286000000000002 0.092980000000000021
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 14 -5 6 7 10 -9 -8 11 -3 -12 -11 16 -16 -1 -18 -19 -20
right_child=1 5 -4 4 -6 -7 9 8 -10 13 12 -13 -14 -15 15 -17 17 18 19 -21
leaf_value=-0.00056579376377051144 0.0022837528043510484 -0.00060603390841365481 -0.00017386078979549137 0.00023201542968554837 -0.0016128834370775578 -0.00053843479157964337 0.0010963924143128489 7.59360289371975e-05 -0.0012934332171230416 -0.00030104140219354956 -0.0002538717336509987 1.3700952672420419e-05 0.00021773833327975038 0.00060394532344736486 -0.00089686865754447719 0 0.00047636898306331962 0.00053631370112369682 -0.00013619036921951985 0.00017610346117691674
leaf_weight=71 49 119 59 48 49 80 47 61 52 57 184 369 831 48 63 62 76 65 1120 207
leaf_count=71 49 119 59 48 49 80 47 61 52 57 184 369 831 48 63 62 76 65 1120 207
internal_value=0 6.42395e-05 0.000933588 -0.000118687 -0.000691505 1.29904e-05 3.84049e-05 2.30237e-06 -0.000546972 0.000416845 4.41431e-05 -0.000135745 0.000131438 0.00010487 -8.48031e-05 -0.000453954 -5.42881e-05 -2.89914e-05 -5.71711e-05 -8.68585e-05
internal_weight=0 1956 108 1761 97 1848 1768 1616 113 152 1503 488 1015 105 1664 125 1539 1468 1392 1327
internal_count=3717 1956 108 1761 97 1848 1768 1616 113 152 1503 488 1015 105 1664 125 1539 1468 1392 1327
is_linear=0
shrinkage=0.0995203


Tree=6406
num_leaves=21
num_cat=0
split_feature=17 17 17 7 4 4 9 3 3 3 3 0 9 0 10 17 26 26 3 17
split_gain=0.00253973 0.00722156 0.00284446 0.00244485 0.00245751 0.00414425 0.00692176 0.00565981 0.00548536 0.00901817 0.00186083 0.00423341 0.00358948 0.00154638 0.00328362 0.001904 0.00175149 0.0019777 0.00149674 0.000976071
threshold=-0.013125 -0.0094900000000000002 -0.01857 -0.074779999999999999 0.077430000000000013 0.11931500000000002 0.11351500000000002 0.14940500000000004 0.11523000000000001 0.10726500000000001 0.11769000000000002 -0.068899999999999989 0.097365000000000021 0.12346000000000003 0.084475000000000022 -0.56368999999999991 -0.230515 -0.091484999999999997 0.11275500000000002 -0.15122999999999998
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 13 -3 10 8 7 -7 9 -6 11 12 -5 15 -15 -1 -17 19 -19 -18
right_child=1 3 -4 4 5 6 -8 -9 -10 -11 -12 -13 -14 14 -16 16 17 18 -20 -21
leaf_value=0.00048055187774777303 0.0009337930932191746 0.00062019111201662056 -0.00069571981941394514 2.7842924454638639e-05 -0.00055466688549611859 5.1405292858667791e-05 -0.00096806426175769585 0.0012659625139850444 -0.001108100194831345 0.00094301809445335161 0.00058930059748930224 -0.00066200127299828094 0.0005987564685377033 8.1533419382221828e-05 -0.0010137964879972353 -0.00057915217665324877 5.4174552238113948e-05 -0.00013616027962561083 0.00012633468554600294 0.00071615614938272756
leaf_weight=63 89 64 78 1000 150 147 47 52 86 54 65 79 123 54 52 66 48 1089 265 46
leaf_count=63 89 64 78 1000 150 147 47 52 86 54 65 79 123 54 52 66 48 1089 265 46
internal_value=0 5.78048e-05 -0.000106842 1.56079e-05 -5.39865e-06 -0.000184454 0.000113364 0.000372891 -0.000439909 -0.000154208 6.97041e-05 4.0925e-05 9.1103e-05 -7.90638e-05 -0.000448076 -5.37411e-05 -7.65146e-05 -5.30389e-05 -8.41811e-05 0.000386832
internal_weight=0 1956 1761 1867 1803 536 246 199 290 204 1267 1202 1123 1683 106 1577 1514 1448 1354 94
internal_count=3717 1956 1761 1867 1803 536 246 199 290 204 1267 1202 1123 1683 106 1577 1514 1448 1354 94
is_linear=0
shrinkage=0.0995203


Tree=6407
num_leaves=19
num_cat=0
split_feature=1 1 1 8 2 8 9 9 2 2 9 9 2 26 1 26 8 23
split_gain=0.00249674 0.0108118 0.00320934 0.00220637 0.00336541 0.00280062 0.00401243 0.00436062 0.00631823 0.00332113 0.00418783 0.00570623 0.00202871 0.00157648 0.00435814 0.00280935 0.00157204 0.0020714
threshold=-0.084204999999999988 -0.082849999999999993 -0.081744999999999998 0.10228000000000002 -0.24151999999999998 -0.077889999999999987 0.090400000000000022 0.085495000000000029 -0.084474999999999995 0.097285000000000024 0.090400000000000022 0.083760000000000015 -0.086304999999999993 -0.23202999999999999 0.62256000000000011 -0.396395 0.10528000000000003 -0.022119999999999997
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 6 7 12 -9 10 11 -7 -6 15 16 -4 17 -15
right_child=1 2 13 -5 5 9 -8 8 -10 -11 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.00092199107898666176 0.0013861444533613417 -0.00060437043771880653 0.00010703773312886388 0.00049550817837793902 -0.0004185563302971001 0.00014749747551167074 0.00050205168987711983 -0.00021014205121037686 -0.0014856299187069233 -0.00047033495983564774 -0.0002926198013072116 0.0014371336416313723 8.3371179062783954e-05 0.00052006591411670161 0.00091262766099782728 -0.00093973713623379026 -0.00041143542381019297 1.3399555806662987e-05
leaf_weight=59 57 84 54 48 154 103 57 85 73 77 81 52 161 83 55 46 82 2306
leaf_count=59 57 84 54 48 154 103 57 85 73 77 81 52 161 83 55 46 82 2306
internal_value=0 2.9684e-05 8.51165e-07 -0.000157199 -0.00019284 -0.000140837 -0.000280625 -0.000376674 -0.000804631 9.32479e-05 0.000280598 0.000585431 -0.000159417 2.05226e-05 3.61601e-05 -0.000366293 1.63202e-05 3.13451e-05
internal_weight=0 2767 2710 950 902 843 530 473 158 313 236 155 315 2626 2526 100 2471 2389
internal_count=3717 2767 2710 950 902 843 530 473 158 313 236 155 315 2626 2526 100 2471 2389
is_linear=0
shrinkage=0.0995203


Tree=6408
num_leaves=12
num_cat=0
split_feature=22 6 18 5 1 3 4 1 6 5 26
split_gain=0.0286105 0.0216498 0.0073867 0.00407619 0.00487479 0.00919753 0.0121261 0.00571512 0.0200456 0.00407956 0.00333089
threshold=0.13264000000000004 0.23663500000000004 0.26473000000000008 0.62931500000000018 -0.083284999999999984 0.081685000000000021 0.089860000000000023 -0.081224999999999992 0.089725000000000013 -0.0063549999999999995 0.098495000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -6 -7 -9
right_child=-2 -3 -4 -5 7 9 -8 10 -10 -11 -12
leaf_value=-0.002315497885355539 -0.0025088661756871968 -0.0021409127267413871 -0.0010325950343844938 0.00069241830305460093 -0.00023594277822973486 -0.0004068050367437196 -1.2253747890731375e-05 5.9933995651445944e-05 0.0023522670244399452 5.0306961903860575e-05 -0.00024269759984873887
leaf_weight=46 48 49 72 79 82 309 46 2004 46 510 439
leaf_count=46 48 49 72 79 82 309 46 2004 46 510 439
internal_value=0 -6.27078e-05 -3.44527e-05 -1.40414e-05 -3.03047e-05 -0.000228256 -0.00117277 3.95184e-05 0.0006878 -0.000121157 5.21688e-06
internal_weight=0 3682 3633 3561 3482 911 92 2571 128 819 2443
internal_count=3730 3682 3633 3561 3482 911 92 2571 128 819 2443
is_linear=0
shrinkage=0.0995203


Tree=6409
num_leaves=19
num_cat=0
split_feature=22 20 1 17 5 8 17 1 8 1 8 1 8 20 1 5 1 8
split_gain=0.0231969 0.0187212 0.00457474 0.0165526 0.0285814 0.0422191 0.00799477 0.00733855 0.00745202 0.0046023 0.0182322 0.00332547 0.00314991 0.00356969 0.00294216 0.00873679 0.00734619 0.00262117
threshold=0.13264000000000004 -0.40431 -0.083284999999999984 -0.011809999999999999 -0.0078499999999999976 -0.081669999999999993 0.021725000000000005 -0.08616 0.099175000000000027 -0.081224999999999992 -0.082094999999999987 -0.089520000000000002 0.15415000000000004 -0.073314999999999991 -0.067015000000000005 -0.0031649999999999998 -0.043804999999999997 -0.082184999999999994
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 -5 8 11 10 -4 -3 14 -14 15 -11 -16 -6
right_child=-2 2 9 4 17 -7 -8 -9 -10 12 -12 -13 13 -15 16 -17 -18 -19
leaf_value=-0.0019502576456951193 -0.0022591833461731541 -5.7652317479251618e-05 -0.00028393726595636143 -0.0014490024236649619 -0.00019785784463526542 -0.0042607928217096884 0.00029228095106601437 0.0012079705817916063 0.0010336058220951198 -3.7969261393062105e-06 0.0021568855750255093 -0.00071491086719821636 8.817504349125484e-06 -0.0011339083376062742 0.00072234218068758886 -0.0012407671571821705 2.461046541802593e-05 0.00076774017866084831
leaf_weight=51 48 525 81 57 50 47 47 49 57 344 48 90 56 50 163 68 1839 60
leaf_count=51 48 525 81 57 50 47 47 49 57 344 48 90 56 50 163 68 1839 60
internal_value=0 -5.65114e-05 -2.96869e-05 -0.000213284 -0.000892498 -0.00178221 -0.000654205 3.14537e-05 -5.31159e-05 3.80647e-05 0.00061793 -0.000155168 8.05626e-06 -0.000522482 3.16916e-05 -0.000209944 8.18277e-05 0.00032139
internal_weight=0 3682 3631 982 261 151 104 721 672 2649 129 615 2520 106 2414 412 2002 110
internal_count=3730 3682 3631 982 261 151 104 721 672 2649 129 615 2520 106 2414 412 2002 110
is_linear=0
shrinkage=0.0995203


Tree=6410
num_leaves=11
num_cat=0
split_feature=10 6 18 10 18 17 18 6 17 17
split_gain=0.0218467 0.0165431 0.00612987 0.00474611 0.00394568 0.016786 0.00397018 0.00465317 0.00412277 0.0021838
threshold=0.09501500000000003 0.23663500000000004 0.24916000000000005 0.088630000000000028 -0.085834999999999995 0.052150000000000009 -0.081614999999999993 0.11816500000000002 -0.0014149999999999998 -0.015464999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 8 -8 -6 -1
right_child=-2 -3 -4 -5 6 -7 7 -9 -10 -11
leaf_value=-0.00013925732537807856 -0.0020103982347228744 -0.0019017579841137911 -0.00084745109916986529 0.0010024039289320032 6.8663771036263065e-05 -0.0018831386522001907 5.1750518492005987e-05 -0.00055715535272190424 0.0013387959357964352 0.00040994774071867045
leaf_weight=726 57 47 87 46 58 55 2397 131 47 79
leaf_count=726 57 47 87 46 58 55 2397 131 47 79
internal_value=0 -4.64211e-05 -2.21466e-05 -1.6266e-06 -1.50833e-05 -0.000200334 4.51133e-05 1.98734e-05 0.000644996 -8.43432e-05
internal_weight=0 3673 3626 3539 3493 860 2633 2528 105 805
internal_count=3730 3673 3626 3539 3493 860 2633 2528 105 805
is_linear=0
shrinkage=0.0995203


Tree=6411
num_leaves=10
num_cat=0
split_feature=27 20 18 10 2 17 11 19 3
split_gain=0.020409 0.0130709 0.00502304 0.00368979 0.003868 0.0102682 0.00368963 0.00250012 0.00248432
threshold=0.11410500000000003 -0.40431 0.26473000000000008 0.09056500000000002 -0.096314999999999998 0.053575000000000012 -0.11166 -0.071824999999999986 0.11089500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -6 -8 -3
right_child=-2 2 -4 -5 6 -7 7 -9 -10
leaf_value=-0.0016193210349325735 -0.0017776171549608532 2.2944794072060177e-05 -0.00085549516534352322 0.00067876362766026077 0.00076690006087646115 -0.0014811802490063868 0.00063924981703279704 -4.2985192735649815e-06 -0.00070908351746890388
leaf_weight=51 68 295 69 78 65 62 61 2927 54
leaf_count=51 68 295 69 78 65 62 61 2927 54
internal_value=0 -3.7074e-05 -1.45004e-05 1.65149e-06 -1.3359e-05 -0.000300134 2.49791e-05 8.56555e-06 -8.79748e-05
internal_weight=0 3662 3611 3542 3464 411 3053 2988 349
internal_count=3730 3662 3611 3542 3464 411 3053 2988 349
is_linear=0
shrinkage=0.0995203


Tree=6412
num_leaves=30
num_cat=0
split_feature=20 20 1 20 2 0 8 8 26 2 9 8 5 20 20 17 17 3 17 2 17 8 17 17 5 1 17 5 1
split_gain=0.0072035 0.00734782 0.0188784 0.0061741 0.00391995 0.00721284 0.00236193 0.0113779 0.0151862 0.0057335 0.00437486 0.00418197 0.00703642 0.00248899 0.0039656 0.00251081 0.0105869 0.00365711 0.00724567 0.00286899 0.00249105 0.00213362 0.00422103 0.00194993 0.0035109 0.00353077 0.00272883 0.00272603 0.00218108
threshold=-0.081945000000000004 -0.084474999999999995 -0.007069999999999999 -0.24910499999999999 0.11665500000000002 -0.14680499999999999 -0.091600000000000001 -0.08731499999999999 0.089725000000000013 -0.080644999999999994 0.084380000000000024 -0.09547499999999999 -0.087105000000000002 0.0057800000000000013 0.096815000000000026 -0.0064000000000000003 -0.000475 0.083955000000000016 -0.017704999999999995 -0.082275000000000001 -0.031185000000000001 -0.086304999999999993 0.047990000000000012 -0.059294999999999994 -0.087105000000000002 -0.075284999999999991 0.0053950000000000014 -0.27157999999999999 -0.080689999999999998
decision_type=2 2 2 2 2 2 2 2 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 -5 11 8 9 10 -8 23 -13 15 -15 17 -17 -9 -19 -18 -16 -7 -23 28 25 -25 -26 -27 -2
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leaf_value=0.0010282847746854566 4.4151416221367666e-05 0.0022717225753735551 -4.1083894243872351e-05 -0.0011327430066923291 0.00088062286900123302 -0.00033316457270078696 -0.00063135976347636271 0.00048781112432610496 -0.0021978133860879284 -0.0010582572229112948 0.00049878966352709386 0.001262777031776493 -0.00026628616208441665 0.00091925136837981943 -0.00039859586752037651 0.0014998570286767832 -0.00032438792018573515 -7.8804223875886579e-05 -0.00094729244924365147 0.00011834699991278787 0.00039786446761296468 3.4783553270489741e-05 0.0010192748605050395 -0.00082080086043093429 0.0011353186479662787 -7.0969200752356475e-05 7.963878232313497e-05 0.00079280560089957949 -0.00083792870197697844
leaf_weight=73 62 63 77 54 49 83 55 90 52 66 88 78 47 76 70 51 184 890 107 679 87 209 55 48 53 152 48 47 48
leaf_count=73 62 63 77 54 49 83 55 90 52 66 88 78 47 76 70 51 184 890 107 679 87 209 55 48 53 152 48 47 48
internal_value=0 0.000352184 0.000993832 0.000178859 3.92436e-05 -6.15269e-05 -9.23647e-06 -5.16301e-05 -0.000673492 -0.000290317 5.83921e-05 0.000170787 0.0006813 2.0656e-05 0.000328651 -1.47983e-05 0.000106305 -0.000117381 -0.000172833 2.3003e-05 3.75406e-05 0.000102816 0.000242987 2.9667e-05 0.000146755 -5.23235e-05 0.000641715 0.000128924 -0.000333314
internal_weight=0 663 140 523 450 401 3078 2495 261 209 143 583 125 2234 233 2001 914 1087 997 863 157 347 264 458 348 247 101 199 110
internal_count=3741 663 140 523 450 401 3078 2495 261 209 143 583 125 2234 233 2001 914 1087 997 863 157 347 264 458 348 247 101 199 110
is_linear=0
shrinkage=0.0995203


Tree=6413
num_leaves=29
num_cat=0
split_feature=2 2 18 8 8 26 2 8 26 8 30 8 26 1 1 5 18 5 1 5 5 2 2 2 0 5 8 1
split_gain=0.00269341 0.00830066 0.00309228 0.00243914 0.0025858 0.00896204 0.0145169 0.0105582 0.00381944 0.00364113 0.0036031 0.00351584 0.00339533 0.00313451 0.00308772 0.00303373 0.00201549 0.00635306 0.00310271 0.00596705 0.00261569 0.00240973 0.00240337 0.0023158 0.00187131 0.000591426 0.00116879 0.000470564
threshold=-0.086050000000000001 -0.086440000000000003 0.19545000000000004 0.10528000000000003 -0.080724999999999991 0.088115000000000013 -0.080555000000000002 -0.083390000000000006 0.087260000000000018 -0.079049999999999995 0.091195000000000012 -0.090969999999999995 0.09032500000000003 -0.06921999999999999 0.0015850000000000003 -0.080724999999999991 -0.011039999999999999 -0.014374999999999999 -0.090104999999999991 -0.080724999999999991 0.0035750000000000005 -0.095204999999999998 -0.13535499999999998 -0.088385000000000005 -0.067839999999999998 -0.46834999999999999 0.053925000000000008 -0.40145499999999995
decision_type=2 2 2 2 2 2 2 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 5 8 7 -7 11 13 14 -2 -8 -6 -11 -10 17 -1 22 25 23 24 27 -19 -22 -20 -27 -18
right_child=2 -3 -4 -5 9 6 12 -9 15 10 -12 -13 -14 -15 -16 -17 18 20 19 -21 21 -23 -24 -25 -26 26 -28 -29
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leaf_weight=91 344 66 87 66 48 108 84 67 48 729 79 389 213 46 443 46 46 76 68 68 92 65 60 61 98 50 50 53
leaf_count=91 344 66 87 66 48 108 84 67 48 729 79 389 213 46 443 46 46 76 68 68 92 65 60 61 98 50 50 53
internal_value=0 0.000194541 0 -1.86211e-05 -3.39255e-06 -0.000103837 -0.000450148 -0.00116926 9.28254e-05 9.30081e-05 4.74198e-05 1.5093e-05 -2.36704e-05 0.000691011 2.86798e-06 0.000690264 0.000112606 -2.21851e-05 0.0002795 0.000508798 0.000149971 -3.54702e-05 -5.56924e-05 0.00050111 0.000140031 0.000184728 0.000339498 0.000239773
internal_weight=0 944 2797 2710 2644 1299 472 175 827 1345 1251 733 297 94 1172 94 878 483 395 236 392 255 159 137 190 168 100 99
internal_count=3741 944 2797 2710 2644 1299 472 175 827 1345 1251 733 297 94 1172 94 878 483 395 236 392 255 159 137 190 168 100 99
is_linear=0
shrinkage=0.0995203


Tree=6414
num_leaves=22
num_cat=0
split_feature=20 20 1 20 2 9 20 2 2 20 29 21 21 26 2 26 18 20 17 9 1
split_gain=0.00577476 0.00603561 0.014975 0.00496186 0.00309295 0.00478086 0.00361559 0.00264337 0.00822355 0.00186786 0.0023127 0.00337185 0.00285151 0.00198951 0.00408338 0.00337996 0.00151505 0.0051355 0.00855041 0.00288619 0.00172524
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decision_type=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 -5 8 -7 10 11 12 13 15 -15 -2 17 18 -11 -18 -19
right_child=9 2 -4 4 -6 7 -8 -9 -10 16 -12 -13 -14 14 -16 -17 19 20 -20 -21 -22
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leaf_weight=73 1204 63 77 86 49 119 59 80 57 49 59 47 57 371 126 869 59 73 46 48 70
leaf_count=73 1204 63 77 86 49 119 59 80 57 49 59 47 57 371 126 869 59 73 46 48 70
internal_value=0 0.000310865 0.000892457 0.000153615 2.82728e-05 -6.10416e-05 -0.000519185 0.000195256 0.000412728 -1.2732e-05 -4.05271e-05 -2.66092e-05 -4.18536e-05 -2.60818e-05 0.000152234 -6.92278e-05 0.00020508 0.000345707 0.000913145 -0.000100064 -2.55383e-05
internal_weight=0 663 140 523 450 401 145 256 176 3078 2733 2674 2627 2570 497 2073 345 238 95 107 143
internal_count=3741 663 140 523 450 401 145 256 176 3078 2733 2674 2627 2570 497 2073 345 238 95 107 143
is_linear=0
shrinkage=0.0995203


Tree=6415
num_leaves=37
num_cat=0
split_feature=20 20 8 20 6 21 8 6 8 3 6 6 18 18 2 18 0 0 2 6 9 9 3 20 20 0 8 6 2 2 2 18 6 1 1 18
split_gain=0.00467455 0.0048855 0.013623 0.00402669 0.00317857 0.003778 0.00346564 0.00701917 0.00550181 0.00401407 0.00181996 0.00596106 0.0191878 0.00570385 0.00693231 0.00293935 0.00799715 0.00921791 0.00594222 0.00573421 0.00565987 0.00408817 0.0036082 0.00174028 0.00375261 0.00320772 0.00287197 0.00680137 0.0026251 0.0104986 0.00522882 0.00371092 0.00258017 0.00240196 0.00331354 0.00239312
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 -6 8 9 -5 -8 23 12 13 14 -12 19 17 18 -17 -13 -18 -21 -23 25 -25 26 33 -28 29 35 -30 -32 -29 34 -2 -26
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leaf_value=0.00082399332395869719 0.00012367654844795581 0.0020610836557394597 2.7263956204109649e-05 0.00039594385450620261 0.0002019107375017006 -0.00082303971438442295 -0.00065494284525123494 0.001491111228095977 -0.0010124531020410993 0.00046059119724988152 -0.0013139316548135974 -0.00097542773708304625 -0.0023421500912469994 0.00078555910336606833 0.00033365958519997462 0.00075044349876162136 -0.0011719017917988057 0.00180983403804427 -0.00059425325025739954 0.00060431815982919335 0.00021769704383367726 -0.00049906579460320163 0.00011518928719495041 0.00078571245737745323 -0.00016637278407791476 0.00066734998653504389 -0.0012943866759989109 0.0005509973488537971 -0.0010567248523019627 0.001476188402118431 -0.00051486317701702599 0.0001144829943245057 -0.00049094673891844685 0.00047768588213952488 -0.00043888211769055595 0.00033131874507380407
leaf_weight=73 236 53 87 60 63 79 46 49 50 103 51 71 48 52 49 83 52 50 53 86 64 169 212 77 201 52 65 47 47 61 108 654 47 79 183 181
leaf_count=73 236 53 87 60 63 79 46 49 50 103 51 71 48 52 49 83 52 50 53 86 64 169 212 77 201 52 65 47 47 61 108 654 47 79 183 181
internal_value=0 0.000279682 0.000803058 0.000138016 2.4916e-05 -0.000362543 0.000206208 0.000456455 -0.000236795 0.000110704 -1.1441e-05 -0.000118776 -0.000607084 -5.37821e-05 -0.000498426 -1.53801e-06 0.00024595 0.00065206 0.000220388 -0.000141984 -0.00039817 -1.3519e-05 -0.000155127 4.29309e-05 0.000110365 -8.23186e-05 -0.000142899 -0.000511401 6.81767e-05 0.00026315 -3.75766e-05 2.421e-05 2.13165e-05 -2.3601e-05 -0.00012007 6.73014e-05
internal_weight=0 663 140 523 450 142 308 198 110 149 3078 1040 200 152 100 840 302 186 136 538 116 467 381 2038 1329 709 657 159 1252 443 809 762 94 498 419 382
internal_count=3741 663 140 523 450 142 308 198 110 149 3078 1040 200 152 100 840 302 186 136 538 116 467 381 2038 1329 709 657 159 1252 443 809 762 94 498 419 382
is_linear=0
shrinkage=0.0995203


Tree=6416
num_leaves=23
num_cat=0
split_feature=18 18 27 8 26 26 18 18 3 0 8 2 0 0 18 26 8 26 2 4 2 9
split_gain=0.00532947 0.0169183 0.00292438 0.00305153 0.00795414 0.0254168 0.00581963 0.00720547 0.00681805 0.00543931 0.00453022 0.00435779 0.00306594 0.00417576 0.00261676 0.00254977 0.00234151 0.00185411 0.00315126 0.0109274 0.00225317 0.00526408
threshold=-0.10303999999999999 -0.11166 -0.032854999999999995 -0.086254999999999984 0.089880000000000029 0.091570000000000026 -0.015440000000000001 -0.0092699999999999987 0.087625000000000022 -0.10942499999999999 -0.085764999999999994 -0.079284999999999994 0.12433000000000002 0.056590000000000008 -0.017129999999999996 0.088605000000000017 0.095985000000000015 0.097125000000000031 -0.075899999999999995 0.084755000000000025 -0.082594999999999988 0.088825000000000029
decision_type=2 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 -2 4 6 -6 8 -8 -4 -7 -5 -11 13 14 -12 -9 17 18 20 -20 21 -1
right_child=2 -3 3 10 5 9 7 15 -10 11 12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=-0.00054371799647942001 0.00072010996648921323 -0.0020168448692181621 0.001287119511942695 -0.0008969182785577575 0.0026756180336860195 0.0011035501482539545 -0.0010489684826634222 8.0357026365820175e-05 -9.7317722920713909e-05 0.00050696862356955526 0.00013447202463187364 -0.00056239157873142452 0.00058378405940468284 -0.0009470511131790309 -0.000102090589188591 -0.00062347619721232403 -0.0006402416103924067 -0.00048983478715065897 0.0016507621163877146 -0.00025301389104333353 -0.00060572427243380542 0.00087801200922191507
leaf_weight=54 64 51 72 58 50 47 70 562 67 64 773 91 84 48 1154 56 66 62 49 75 69 49
leaf_count=54 64 51 72 58 50 47 70 562 67 64 773 91 84 48 1154 56 66 62 49 75 69 49
internal_value=0 -0.0003035 5.32719e-05 3.96623e-05 0.000175984 0.000665615 2.57959e-05 -9.18341e-05 0.000613912 0.000164036 -2.9432e-05 -0.000115568 -4.59818e-06 -3.00375e-05 -6.77065e-06 1.52546e-05 -9.5483e-05 2.66072e-06 0.000108584 0.000492683 -0.000163565 0.000124691
internal_weight=0 475 3260 3196 1079 252 827 688 139 202 2117 155 2059 1975 1927 618 424 358 296 124 172 103
internal_count=3735 475 3260 3196 1079 252 827 688 139 202 2117 155 2059 1975 1927 618 424 358 296 124 172 103
is_linear=0
shrinkage=0.0995203


Tree=6417
num_leaves=24
num_cat=0
split_feature=18 0 17 17 18 6 6 5 27 6 6 9 9 21 17 6 20 0 9 26 26 18 0
split_gain=0.00433543 0.0157506 0.0025833 0.00861603 0.00419926 0.00512307 0.010939 0.00710203 0.00319363 0.00282773 0.00429058 0.00602354 0.00887562 0.00591028 0.00295759 0.00262275 0.00227576 0.00559876 0.00273144 0.00557976 0.00509593 0.0022024 0.00201774
threshold=-0.10303999999999999 -0.110495 0.066010000000000027 0.084010000000000015 -0.081614999999999993 0.11816500000000002 0.10877500000000002 -0.021235 -0.032854999999999995 -0.101065 -0.13578499999999999 0.11351500000000002 0.088610000000000008 0.099305000000000018 0.057560000000000014 -0.095814999999999997 -0.076005000000000003 -0.068899999999999989 0.083760000000000015 0.097125000000000031 0.0054200000000000012 -0.15202999999999997 -0.050494999999999991
decision_type=2 2 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 7 -6 -2 10 11 12 -10 -12 15 -11 17 -3 21 20 -20 -18 -17
right_child=2 16 3 4 5 -7 -8 -9 9 14 13 -13 -14 -15 -16 22 18 -19 19 -21 -22 -23 -24
leaf_value=-0.0019268351723689928 0.00071087289830496696 0.0001936400037007991 0.0014347249521730709 0.00099523507947896499 0.00018755290062528077 -0.00074927382264327268 0.0015084335065345953 -0.00074162965920169393 -0.00023125606017709415 0.00067270638159438437 -0.0016293273727909304 -0.0010930160539444737 0.00095935161117824083 -2.3976546866053088e-05 -0.00065331027718591478 7.5963644417730513e-05 0.00012780637392737361 -0.0010200926492764664 4.318373377996839e-05 -0.00062036985042789364 0.0012704147427661772 -0.00083323784879220657 -0.00022027327179801676
leaf_weight=51 61 77 53 50 421 71 53 101 244 66 47 51 83 46 60 1588 46 72 71 46 66 46 265
leaf_count=51 61 77 53 50 421 71 53 101 244 66 47 51 83 46 60 1588 46 72 71 46 66 46 265
internal_value=0 -0.00027381 4.79702e-05 0.00021018 0.000115755 4.64166e-05 0.000146091 6.20023e-06 -8.88149e-08 -1.81245e-05 -0.000237501 -8.60956e-05 6.84438e-05 -0.000844086 3.36732e-05 5.55792e-05 -7.30486e-05 -0.000387368 9.42784e-05 0.000318997 0.00064038 -0.000343818 3.31566e-05
internal_weight=0 475 3260 749 696 646 575 522 2511 2450 471 378 327 93 1979 1919 424 149 275 183 137 92 1853
internal_count=3735 475 3260 749 696 646 575 522 2511 2450 471 378 327 93 1979 1919 424 149 275 183 137 92 1853
is_linear=0
shrinkage=0.0995203


Tree=6418
num_leaves=32
num_cat=0
split_feature=18 17 3 3 6 8 8 3 4 21 8 8 8 8 5 17 6 1 9 5 9 9 3 6 2 2 18 18 21 21 3
split_gain=0.00351078 0.0152951 0.0022719 0.017747 0.00297253 0.00228547 0.00476903 0.005518 0.00428577 0.00312621 0.00280659 0.00210274 0.00430801 0.0036484 0.00677995 0.00559235 0.00782594 0.00389559 0.00958681 0.0178794 0.00368572 0.00317247 0.00289243 0.00282968 0.0019441 0.00187146 0.00290371 0.00213068 0.00305332 0.00217341 0.000792245
threshold=-0.10303999999999999 -0.10193000000000001 0.087570000000000023 0.087925000000000017 -0.48214499999999999 -0.010374999999999999 1.0000000180025095e-35 0.10850000000000003 0.10801000000000002 -0.085574999999999998 -0.049499999999999995 -0.090134999999999993 -0.094139999999999988 -0.083944999999999992 -0.09583499999999999 -0.089699999999999988 0.086420000000000011 -0.08616 0.084535000000000013 -0.014739999999999998 0.085280000000000022 0.08488500000000003 -0.0043349999999999994 0.085285000000000014 -0.080744999999999997 0.097285000000000024 -0.14624999999999996 -0.20826999999999998 0.10787500000000003 0.11729000000000002 0.084290000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 11 -4 -5 9 7 -7 -8 -6 -11 12 24 17 22 21 -17 -13 19 -19 -20 -16 -15 -14 30 26 27 28 -1 -30 -2
right_child=2 -3 3 4 5 6 8 -9 -10 10 -12 13 23 14 15 16 -18 18 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 -32
leaf_value=0.00065594374540058542 0.00041674196223420165 -0.0014827790575567535 0.0016040576420438689 0.00083867108429967112 0.00056681232586288993 0.00096896716595197237 0.00010178611569808382 6.9798216153692155e-06 -0.00093008056343920795 -1.8859664908743126e-05 -0.00048016263323368019 0.00030315526011779882 0.0012401192453107886 -0.00016554818465620762 -0.00083484968361106254 0.0011689565528439066 -6.5966338232495856e-05 -0.0026074912734036291 0.00062979508406363273 -0.00017826918206603049 -0.00045151037613636112 0.00021591263983007487 -0.0012808256473019199 0.00018325323399413765 -0.00054191837039412852 -0.00054429142046748572 0.00058979707093993663 -0.00067818762206917386 -0.00073992070905203554 7.7475914036855575e-05 -0.00014405153643079377
leaf_weight=61 49 82 75 46 82 132 259 110 47 1369 145 57 46 50 57 103 98 53 54 71 74 55 46 60 74 52 88 47 47 98 48
leaf_count=61 49 82 75 46 82 132 259 110 47 1369 145 57 46 50 57 103 98 53 54 71 74 55 46 60 74 52 88 47 47 98 48
internal_value=0 -0.000246389 4.31713e-05 9.84004e-05 4.6463e-05 2.90842e-05 0.000204633 0.000535083 -5.40281e-05 -3.06791e-05 -6.35807e-05 -8.17287e-05 0.00014962 -0.000172122 2.09664e-05 0.00024731 0.000562782 -0.000430347 -0.000599507 -0.00122317 0 -0.000311541 -0.00070848 0.000649616 -0.000155533 9.50241e-06 9.63526e-05 -7.20446e-05 6.22764e-05 -0.000181828 0.000130797
internal_weight=0 475 3260 2265 2190 2144 548 242 306 1596 1514 995 277 718 409 313 201 309 252 124 128 112 96 106 171 393 341 253 206 145 97
internal_count=3735 475 3260 2265 2190 2144 548 242 306 1596 1514 995 277 718 409 313 201 309 252 124 128 112 96 106 171 393 341 253 206 145 97
is_linear=0
shrinkage=0.0995203


Tree=6419
num_leaves=30
num_cat=0
split_feature=18 2 5 18 3 3 3 0 20 4 20 20 3 20 2 6 6 17 17 17 17 0 17 3 6 5 3 3 18
split_gain=0.00303985 0.00674791 0.0102059 0.00426874 0.00407694 0.00265664 0.0179268 0.00278283 0.00461587 0.00372321 0.00419151 0.00358338 0.00259332 0.00437591 0.00284457 0.00437947 0.00915872 0.00252261 0.00305589 0.00247669 0.0039964 0.00273535 0.00221173 0.00208701 0.00700799 0.00505571 0.00447594 0.00304301 0.00163138
threshold=-0.087989999999999985 -0.10934999999999999 0.18340500000000004 -0.090899999999999995 0.087515000000000023 0.087570000000000023 0.087925000000000017 -0.14401 -0.048779999999999997 0.11240500000000002 0.0074100000000000017 -0.088334999999999983 0.086965000000000028 -0.085594999999999991 0.08666500000000002 0.089725000000000013 0.08846500000000003 -0.096019999999999994 -0.067864999999999995 -0.12647999999999998 -0.15122999999999998 -0.052884999999999995 -0.0064000000000000003 0.091225000000000014 0.091025000000000023 -0.01554 0.091865000000000016 0.094045000000000031 -0.01264
decision_type=2 2 2 2 2 2 2 2 2 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 -5 12 -7 8 11 10 -10 -8 13 -2 15 16 -15 19 -19 20 21 -3 -20 24 25 -9 -25 -28 -26
right_child=5 3 -4 4 -6 6 7 23 9 -11 -12 -13 -14 14 -16 -17 -18 18 22 -21 -22 -23 -24 26 28 -27 27 -29 -30
leaf_value=-0.0019581393124356496 0.00087187566660967928 6.5830261556204197e-05 0 6.8619471315618356e-06 -0.0012083967588070294 0.0017669126870233829 0.00024040848587794428 -0.0003531836096017305 -0.00081898670180534654 0.00061369433755321229 0.00041094814776313816 0.001446020723244781 -0.00060844158037886848 -8.5520407518807146e-05 -0.00079505727587748768 -0.00095523453939809413 0.0013220711560556122 0.00097434970640816927 -0.00034446465566126861 -0.00071775116724724565 0.00085707976094724744 -0.00056593044085356684 0.00050399143386582138 -0.00084109151931389481 0.0013629788393714718 0.00042048965376772292 0.00037484374940053872 -6.9752261260739855e-05 0.00050849952136689685
leaf_weight=49 49 232 56 50 57 63 48 189 66 71 46 54 88 539 54 48 50 56 60 53 48 95 61 67 49 150 178 1061 48
leaf_count=49 49 232 56 50 57 63 48 189 66 71 46 54 88 539 54 48 50 56 60 53 48 95 61 67 49 150 178 1061 48
internal_value=0 -0.000163937 -0.000909209 -5.28804e-05 -0.000632868 5.32148e-05 0.000113165 6.13622e-05 0.000349771 4.60262e-05 -0.000306526 0.0008867 -9.71206e-05 -3.52086e-05 -0.000100716 -4.05701e-05 3.25798e-05 4.83429e-05 0.000365193 -8.07784e-05 7.0642e-06 -0.000115205 7.65039e-05 1.3707e-05 0.000202602 -8.43547e-06 -4.87275e-05 -5.21898e-06 0.000948584
internal_weight=0 817 105 712 107 2918 2090 2027 285 183 112 102 828 740 691 637 589 605 177 428 375 327 121 1742 436 339 1306 1239 97
internal_count=3735 817 105 712 107 2918 2090 2027 285 183 112 102 828 740 691 637 589 605 177 428 375 327 121 1742 436 339 1306 1239 97
is_linear=0
shrinkage=0.0995203


Tree=6420
num_leaves=27
num_cat=0
split_feature=21 21 21 21 8 20 26 8 8 9 8 20 4 21 21 21 18 21 0 9 9 21 21 9 0 26
split_gain=0.00368959 0.01454 0.0055377 0.00666539 0.00622503 0.00346155 0.00291631 0.00289086 0.0194763 0.00272789 0.0021684 0.00267209 0.00233943 0.00204101 0.00665017 0.00245568 0.0027915 0.00309043 0.00197334 0.00133213 0.00579245 0.00350718 0.00270123 0.00196085 0.00177463 0.00104839
threshold=-0.015149999999999999 -0.026109999999999998 -0.070074999999999985 -0.080634999999999998 -0.087374999999999994 -0.14820999999999998 0.084645000000000012 -0.099434999999999996 -0.11061499999999999 -0.20504500000000001 -0.409445 -0.050459999999999998 0.11284500000000003 0.09865500000000002 0.10237500000000002 0.096505000000000021 -0.17307499999999998 0.094215000000000021 -0.085474999999999982 0.088995000000000019 0.084345000000000017 0.11240000000000001 0.10664500000000003 -0.020035000000000001 -0.080074999999999993 0.09414500000000002
decision_type=2 2 2 2 2 2 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 8 9 -2 12 -12 -11 15 -15 16 -9 18 -18 20 23 22 -21 -16 -23 -13
right_child=7 -3 -4 -5 5 6 -8 13 -10 10 11 25 -14 14 19 -17 17 -19 -20 21 -22 24 -24 -25 -26 -27
leaf_value=0.00078846038474323461 0.00054107422209551245 -0.0018407279867331209 0.00073939261727755086 -0.0012745181205710578 0.00041655780881284061 -0.00092888106218831277 -5.9675475199088887e-05 0.00078780460935699956 -0.0019423963084879261 8.8997021178001718e-07 0.00062410518635200914 -0.00035910326986836555 -0.00096987119000399482 -0.0011111831664010763 -0.00027497697695349501 0.00080727726599033936 0.00022732318015616359 -0.00070524129345434915 2.3786218374998964e-05 0.00010163572142872198 -0.0011304435208151897 -0.00055502778013815236 0.0012015935003690881 0.00040204794887562097 9.3703231096616419e-05 0.0001908967423423176
leaf_weight=67 85 52 69 52 48 87 72 56 56 46 63 91 49 58 76 49 716 49 1415 46 49 56 46 94 160 53
leaf_count=67 85 52 69 52 48 87 72 56 56 46 63 91 49 58 76 49 716 49 1415 46 49 56 46 94 160 53
internal_value=0 -0.000275755 -6.76605e-05 -0.00024099 -4.18578e-05 -0.000314563 -0.000540427 2.87954e-05 -0.000207383 4.15632e-05 -9.63171e-05 8.09554e-05 -0.000491202 6.5536e-05 -9.96035e-05 0.000108173 9.24865e-05 7.42496e-05 9.25573e-05 1.01746e-05 -0.000175788 0.000145059 0.000660513 9.45625e-05 -7.06964e-05 -0.000150988
internal_weight=0 447 395 326 274 207 159 3313 443 387 302 207 95 2870 585 2285 2236 2180 2131 527 219 308 92 170 216 144
internal_count=3760 447 395 326 274 207 159 3313 443 387 302 207 95 2870 585 2285 2236 2180 2131 527 219 308 92 170 216 144
is_linear=0
shrinkage=0.0995203


Tree=6421
num_leaves=23
num_cat=0
split_feature=1 1 26 27 21 21 20 1 17 18 4 1 17 1 17 9 1 4 38 29 26 20
split_gain=0.00413274 0.00823727 0.0227799 0.00276565 0.00335999 0.0069018 0.00266603 0.00375547 0.00248515 0.00400233 0.00254748 0.00388695 0.00318438 0.0047131 0.0108535 0.0149322 0.00474986 0.00300553 0.00198346 0.00223416 0.00441704 0.00149693
threshold=-0.078509999999999983 -0.074694999999999998 0.090455000000000021 -0.032854999999999995 -0.015724999999999999 -0.042694999999999997 -0.17097999999999999 0.18123500000000006 0.10932500000000002 -0.011569999999999999 0.10300500000000003 -0.49056499999999997 0.064745000000000011 -0.083284999999999984 -0.036600000000000001 0.087495000000000031 -0.085184999999999997 0.094025000000000011 -0.072014999999999996 -0.0074799999999999997 -0.054024999999999997 -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
left_child=8 2 -2 -3 5 6 -5 -8 10 -10 12 -12 13 16 -15 -16 17 -1 -6 20 -20 -21
right_child=1 3 -4 4 18 -7 7 -9 9 -11 11 -13 -14 14 15 -17 -18 -19 19 21 -22 -23
leaf_value=0.00010092260808824193 -0.0026089253756151893 0.00057667079534096252 9.1218965917431779e-05 0.00056446855153889305 0.0005484826797402813 -0.001257632827588758 -4.9235943324193168e-06 -0.00077092472408932093 0.0011395224885953875 4.8503722332578266e-05 0.00093918132127333723 -7.4995120550834502e-05 -0.00074984995548640356 -0.00067930069335757532 0.00017906866536659234 0.0021370669718486445 -0.00077929833351146334 -0.00066643251304354678 -2.181695686751763e-05 0.00027572823082325161 -0.0010305057570617583 -1.6121130556313611e-05
leaf_weight=610 47 70 89 46 63 65 206 93 61 77 81 67 49 60 111 60 79 55 146 199 62 1364
leaf_count=610 47 70 89 46 63 65 206 93 61 77 81 67 49 60 111 60 79 55 146 199 62 1364
internal_value=0 -8.28919e-05 -0.0008359 -3.82818e-05 -5.78296e-05 -0.000315389 -0.000135492 -0.000245916 0.00013606 0.000536698 8.81879e-05 0.00047453 3.15499e-05 7.16599e-05 0.000464687 0.000870873 -4.92683e-05 3.62261e-05 0 -1.97711e-05 -0.00032642 2.05132e-05
internal_weight=0 2450 136 2314 2244 410 345 299 1310 138 1172 148 1024 975 231 171 744 665 1834 1771 208 1563
internal_count=3760 2450 136 2314 2244 410 345 299 1310 138 1172 148 1024 975 231 171 744 665 1834 1771 208 1563
is_linear=0
shrinkage=0.0995203


Tree=6422
num_leaves=28
num_cat=0
split_feature=1 1 2 2 2 1 21 1 20 8 21 1 29 1 2 2 8 2 2 2 8 8 0 2 8 1 21
split_gain=0.00351275 0.0244714 0.00360535 0.00451951 0.0107552 0.00563092 0.0043078 0.00240418 0.00304643 0.00460521 0.00301968 0.00899777 0.00246495 0.00202926 0.00198443 0.00391579 0.00185951 0.00227227 0.00628078 0.00476669 0.00267067 0.00616441 0.00585915 0.00213258 0.00409241 0.00361057 0.00148163
threshold=-0.076329999999999995 -0.074694999999999998 -0.082275000000000001 -0.087075 -0.086169999999999983 -0.01538 -0.084204999999999988 -0.068094999999999989 -0.097769999999999996 -1.0000000180025095e-35 -0.072824999999999987 0.18123500000000006 0.11485000000000002 -0.077774999999999997 -0.089549999999999991 -0.095204999999999998 0.10228000000000002 -0.083104999999999998 -0.083589999999999984 -0.082234999999999989 -0.08569499999999998 -0.083944999999999992 -0.086474999999999996 0.096520000000000022 -0.053049999999999993 -0.50290499999999982 -0.032929999999999994
decision_type=2 2 2 2 2 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 14 -5 -6 -7 -4 9 -9 11 -10 -12 16 15 26 17 18 20 -19 22 -22 -1 24 -21 -25 -3
right_child=1 2 7 4 5 6 -8 8 10 -11 12 -13 -14 -15 -16 -17 -18 19 -20 23 21 -23 -24 25 -26 -27 -28
leaf_value=-3.8700051969245068e-05 -0.0023532528432030873 -0.00041880487083809646 0.00054324437422745612 -0.0018879767555251498 -0.0010602411716978475 0.00081797012020049941 -0.00026950488012801561 2.5398547986890136e-06 0.00040562013089813026 0.0012521569900053034 -1.289031763474313e-05 -0.0015116642813615589 0.00070620116365192128 0.00070270998690230221 0.00042809518920671673 -0.00092977587847545523 0.00069087370720967575 0.00092962891894881217 -0.0011546754611183293 0.00015842254427655627 -0.00092508639569626827 6.3927912468164096e-05 0.0011855112461073955 0.0010182004772980834 -0.00058750041110044765 2.0779022238159805e-05 0.00015239463041266088
leaf_weight=117 46 57 91 48 63 50 129 78 47 48 1263 49 49 57 82 50 50 79 48 301 75 366 57 60 96 94 210
leaf_count=117 46 57 91 48 63 50 129 78 47 48 1263 49 49 57 82 50 50 79 48 301 75 366 57 60 96 94 210
internal_value=0 -8.005e-05 -3.45072e-05 -0.000225484 -0.000524498 -0.000250673 2.96859e-05 4.59632e-05 1.59298e-05 0.000485082 -2.54726e-05 -0.000564467 1.33421e-05 0.000118902 -6.10377e-06 -0.000121003 9.35145e-05 6.97817e-05 -5.78614e-05 0.00020541 2.64126e-05 -0.000102416 0.00035763 0.000100089 -1.98898e-05 0.000414701 2.73871e-05
internal_weight=0 2360 2314 689 290 242 179 1625 1534 126 1408 96 1312 1400 399 317 1343 1293 663 630 615 441 174 551 397 154 267
internal_count=3760 2360 2314 689 290 242 179 1625 1534 126 1408 96 1312 1400 399 317 1343 1293 663 630 615 441 174 551 397 154 267
is_linear=0
shrinkage=0.0995203


Tree=6423
num_leaves=26
num_cat=0
split_feature=1 1 2 6 17 21 0 18 3 1 36 8 8 8 2 1 4 4 4 5 2 1 1 17 0
split_gain=0.00285288 0.0198431 0.00292918 0.00673717 0.0130767 0.00642551 0.00329058 0.00234075 0.00298046 0.00194834 0.00273945 0.00277508 0.00553962 0.00449806 0.00164694 0.00164294 0.00177878 0.00342299 0.00406655 0.00230353 0.00332985 0.00243505 0.00249422 0.00425066 0.00257416
threshold=-0.076329999999999995 -0.074694999999999998 -0.082275000000000001 -0.011749999999999998 0.0031350000000000006 -0.0092899999999999996 -0.08269 0.086800000000000016 0.11404500000000002 -0.068094999999999989 0.088355000000000031 -0.073644999999999988 -0.078844999999999985 -0.069444999999999993 -0.086169999999999983 -0.077774999999999997 0.10300500000000003 0.10777500000000002 0.11670500000000002 -0.092864999999999989 -0.082704999999999987 -0.079844999999999985 -0.082039999999999988 -0.012064999999999999 -0.087184999999999999
decision_type=2 2 2 2 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 5 6 -3 14 8 -7 -4 11 12 -11 -13 -5 16 19 -18 -19 20 -1 22 24 -24 -21
right_child=1 2 9 4 -6 7 -8 -9 -10 10 -12 13 -14 -15 -16 -17 17 18 -20 21 -22 -23 23 -25 -26
leaf_value=-8.7647938074032132e-05 -0.0021190567127164694 0.00078805545032777254 0.00048918059211067416 -0.00015197906833247602 -0.00174740565870231 -0.00045352789131624635 -0.00076790846029294588 0.0004240978116056307 0.00028957645876235319 -3.5994270560520326e-05 0.00063696721582761533 0.00094504559765705703 -0.00081044689544043256 4.9114561534545246e-05 0.00059135514638109432 0.00063277618934584503 0.00098338380859856462 -0.00064619862007748378 0.00058003444577371178 0.00039007392393939337 0.0010706273848663502 -0.00049722858149859283 0.0011694857146617582 6.587082020126238e-07 -9.2182182786337409e-05
leaf_weight=46 46 89 91 74 72 222 59 56 69 650 67 61 107 649 48 57 61 47 62 129 50 90 50 84 724
leaf_count=46 46 89 91 74 72 222 59 56 69 650 67 61 107 649 48 57 61 47 62 129 50 90 50 84 724
internal_value=0 -7.20489e-05 -3.10026e-05 -0.000203162 -0.000611857 3.21162e-05 -0.000155624 -0.000159411 -0.000274515 4.14892e-05 1.43976e-05 -1.34781e-05 -0.000146543 0.000127242 0.00013377 0.000107244 8.43293e-05 0.000385748 4.37814e-05 3.99474e-05 0.000507093 -9.32238e-07 4.34934e-05 0.000442898 -1.82904e-05
internal_weight=0 2360 2314 689 253 436 181 347 291 1625 1534 1467 757 710 122 1400 1343 170 109 1173 96 1077 987 134 853
internal_count=3760 2360 2314 689 253 436 181 347 291 1625 1534 1467 757 710 122 1400 1343 170 109 1173 96 1077 987 134 853
is_linear=0
shrinkage=0.0995203


Tree=6424
num_leaves=23
num_cat=0
split_feature=5 5 11 27 8 2 5 3 18 8 9 8 9 8 26 6 2 9 4 6 3 26
split_gain=0.00209545 0.00869141 0.00392894 0.00242789 0.00216086 0.00436206 0.00428966 0.00844004 0.0076499 0.00375755 0.00443211 0.00832383 0.0046133 0.00376749 0.00317217 0.00249837 0.00504221 0.00241067 0.00163911 0.00468346 0.00433111 0.00105541
threshold=-0.49053999999999998 -0.5087799999999999 -0.37179999999999996 0.10274500000000002 -0.055085000000000002 -0.012644999999999998 -0.045014999999999993 0.10871500000000002 0.089365000000000014 -0.073029999999999984 0.097510000000000027 -0.094139999999999988 0.09586500000000002 -0.070649999999999991 0.10393000000000002 -0.099455000000000002 -0.081134999999999999 0.09550500000000002 0.10755500000000003 -0.049814999999999991 0.12015500000000003 -0.0098899999999999995
decision_type=2 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 4 9 15 8 -8 -7 10 12 -12 -4 -11 -15 16 -6 -17 19 -1 -20 -5
right_child=2 -3 3 21 5 6 7 -9 -10 13 11 -13 -14 14 -16 17 -18 -19 20 -21 -22 -23
leaf_value=-0.0010145738854791828 -0.00089183282635292495 0.0011348984288299102 1.0445137892509435e-06 0.00087941917425054747 0.00014452921868900629 0.00024075234028135989 0.00054800297707007178 -0.00095608223407748463 0.0018587725133775758 -0.0011637100766558812 -0.000264296900804783 0.0015316161784003823 -0.00096760305958292403 -0.00066296187440932121 0.00012478092239629144 0.0002701918758536726 -0.0010832618129216379 -0.00011783892528299727 0.00091060423533487623 0.00023663056531807866 -0.00041329944014988816 0.00018152676039706676
leaf_weight=51 46 87 1807 46 75 72 140 50 50 51 49 52 50 86 120 341 58 293 50 69 47 47
leaf_count=51 46 87 1807 46 75 72 140 50 50 51 49 52 50 86 120 341 58 293 50 69 47 47
internal_value=0 0.000294163 2.10889e-05 3.37293e-05 1.93135e-05 0.000134965 0.000448743 0.000147882 0.000910586 -3.66544e-05 9.89896e-06 0.000652227 -2.45957e-05 -0.000394515 -0.000200109 6.25876e-06 -0.000384744 8.95741e-05 -3.91337e-05 -0.00028831 0.000260686 0.000535524
internal_weight=0 304 3433 3387 3294 1079 312 190 122 2215 1958 101 1857 257 206 767 133 634 217 120 97 93
internal_count=3737 304 3433 3387 3294 1079 312 190 122 2215 1958 101 1857 257 206 767 133 634 217 120 97 93
is_linear=0
shrinkage=0.0995203


Tree=6425
num_leaves=19
num_cat=0
split_feature=28 0 3 17 3 2 17 20 6 18 9 1 5 27 3 6 5 2
split_gain=0.0022219 0.00228441 0.00561373 0.00319977 0.00517276 0.00353607 0.00349461 0.00440311 0.0021923 0.00610636 0.00307776 0.00208897 0.00454035 0.0021814 0.00229983 0.00290201 0.00197561 0.00184269
threshold=0.10217500000000003 -0.110495 0.13977500000000004 -0.095109999999999986 0.12015500000000003 -0.046564999999999995 0.12439000000000001 -0.060199999999999997 0.11642500000000001 -0.069565000000000002 0.094685000000000033 -0.50388999999999995 0.26245000000000007 0.10153000000000002 0.13547000000000003 -0.060679999999999998 0.63223000000000018 -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 2 3 5 6 -1 7 -5 11 -10 -11 12 -3 14 16 -16 -13 -8
right_child=-2 8 -4 4 -6 -7 17 -9 9 10 -12 13 -14 -15 15 -17 -18 -19
leaf_value=0.00020016806215821144 -0.0006469322329868334 -0.00013070178165347965 0.0012566679161153847 8.4187898964130416e-05 -0.00058058329817580931 -0.0010220304266977899 0.00025811421503396241 0.000826719318930895 0.0010229238990917481 0.00053421126429098389 -0.00042566923382536911 -1.0637383187926253e-05 0.00093238240300530138 0.00050333040681856589 -0.000779591049790572 0.00015401970463342187 -0.00059414755743936512 -0.00059903018056577486
leaf_weight=46 46 88 48 139 66 46 50 192 78 52 90 2405 71 73 90 50 59 48
leaf_count=46 46 88 48 139 66 46 50 192 78 52 90 2405 71 73 90 50 59 48
internal_value=0 4.80077e-05 0.000219841 0.000133663 0.000234881 -0.000402033 0.000362245 0.000517374 1.2035e-05 0.000314804 -6.83987e-05 -1.11634e-05 0.00033886 -3.22588e-05 -4.75878e-05 -0.000440311 -2.49417e-05 -0.000153358
internal_weight=0 3691 635 587 495 92 429 331 3056 220 142 2836 159 2677 2604 140 2464 98
internal_count=3737 3691 635 587 495 92 429 331 3056 220 142 2836 159 2677 2604 140 2464 98
is_linear=0
shrinkage=0.0995203


Tree=6426
num_leaves=14
num_cat=0
split_feature=20 20 21 6 21 2 21 20 5 4 4 5 27
split_gain=0.00193695 0.00250111 0.00288438 0.00401859 0.00240512 0.00287546 0.00303066 0.0021743 0.00182096 0.00585321 0.00519408 0.00272526 0.00306654
threshold=-0.41270499999999993 -0.23803499999999997 0.14236500000000005 -0.040424999999999996 0.10683000000000002 -0.095204999999999998 0.11043500000000002 -0.077044999999999988 -0.49053999999999998 0.13108000000000006 0.10543500000000001 -0.46244499999999994 0.10274500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 8 -6 -7 -8 9 10 -3 -10 -13
right_child=1 2 3 -5 5 6 7 -9 11 -11 -12 12 -14
leaf_value=0.0006778774908973137 -0.00067832335837642694 0.00046046923218063613 0.0012070051608222797 -6.5607019362987326e-05 0.00050226833101150005 -0.001001857320709252 0.00021230621095362075 -0.00038589442748033402 -0.00057021949930157389 0.0013262152489064026 -0.00069406248905719639 2.9318078808525162e-05 0.0007321939741369726
leaf_weight=46 49 111 49 47 47 55 89 178 73 46 59 2825 63
leaf_count=46 49 111 49 47 47 55 89 178 73 46 59 2825 63
internal_value=0 2.71001e-05 3.68158e-05 0.000575428 2.20032e-05 -0.000218078 -0.000325764 -0.000183428 5.01457e-05 0.000329483 5.49633e-05 2.9492e-05 4.49344e-05
internal_weight=0 3691 3642 96 3546 369 322 267 3177 216 170 2961 2888
internal_count=3737 3691 3642 96 3546 369 322 267 3177 216 170 2961 2888
is_linear=0
shrinkage=0.0995203


Tree=6427
num_leaves=26
num_cat=0
split_feature=28 6 3 6 3 3 17 18 21 17 26 1 5 5 5 3 3 5 3 17 17 3 17 18 4
split_gain=0.001902 0.00164048 0.00295246 0.00292642 0.0027512 0.00251865 0.0027225 0.00868063 0.00443582 0.00187227 0.00591523 0.00212362 0.00296893 0.0125362 0.00647771 0.00541919 0.00292186 0.00314572 0.00292125 0.00212085 0.00203343 0.0016351 0.00443119 0.00400496 0.00154365
threshold=0.10217500000000003 -0.087954999999999992 0.085730000000000015 -0.091059999999999988 0.014805000000000004 0.086965000000000028 -0.067015000000000005 0.044095000000000009 0.09865500000000002 0.51174000000000019 0.095385000000000011 -0.14482999999999999 0.054660000000000007 0.066275000000000014 0.0047850000000000011 0.096510000000000026 0.093715000000000021 0.19791500000000004 0.10871500000000002 -0.096019999999999994 -0.14384499999999997 0.10920500000000002 -0.059294999999999994 -0.088855000000000003 0.12631500000000004
decision_type=2 2 2 2 2 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 24 -4 7 -7 -8 11 -11 16 14 -14 20 -16 17 19 -15 -3 -13 23 -23 -18 -1
right_child=-2 9 3 -5 -6 6 8 -9 -10 10 -12 12 13 18 15 -17 21 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=-0.00032527519944351355 -0.000603048103306383 -0.00023420383796539447 0.00087821537638417069 0.00080939309203650553 -0.00064985417122040456 0.00026629733757504987 0.00045147648712707481 -0.0013553206206943335 -0.00017849778574668504 -0.00015619282155944516 0.0011197503785102072 0.00042539608776255518 -0.0017083436330207437 0.00015322811510131023 5.1989464003975806e-05 0.0014107640597948417 -0.0009430386874542733 0.0010830019427269706 -0.00037019007593123521 0.0005749812288292146 -7.9884668585279841e-05 0.00075607262900413762 -0.00047274221848285226 0.00015972373243203252 0.00039714503127501194
leaf_weight=48 46 59 47 81 78 101 320 48 167 90 59 83 54 220 62 57 54 59 201 68 1464 68 50 80 73
leaf_count=48 46 59 47 81 78 101 320 48 167 90 59 83 54 220 62 57 54 59 201 68 1464 68 50 80 73
internal_value=0 3.99698e-05 0.000151641 0.000241047 -0.000187489 0.000172445 0.000119002 -0.000250609 0.000233767 2.48944e-07 0.000343552 -1.92678e-05 -6.04006e-05 -0.000279892 1.68807e-06 0.000709711 0.000179926 0.000479451 -9.47254e-05 0.000192615 -5.2246e-05 -3.79038e-05 0.000228451 -0.000278564 0.0001038
internal_weight=0 3691 963 764 199 683 636 149 487 2728 149 2579 2141 475 1666 119 438 186 421 127 1547 252 118 134 121
internal_count=3737 3691 963 764 199 683 636 149 487 2728 149 2579 2141 475 1666 119 438 186 421 127 1547 252 118 134 121
is_linear=0
shrinkage=0.0995203


Tree=6428
num_leaves=16
num_cat=0
split_feature=22 18 9 5 2 1 9 9 3 1 30 5 5 2 20
split_gain=0.0313479 0.00621102 0.00254743 0.00279855 0.00474026 0.00601345 0.00507179 0.0034 0.00220538 0.0032032 0.00295165 0.00195672 0.00565296 0.00384958 0.00169231
threshold=0.13264000000000004 0.26473000000000008 -0.087554999999999994 -0.49053999999999998 -0.043929999999999997 0.41291000000000005 0.088995000000000019 0.15321500000000005 0.11896500000000003 0.081675000000000011 0.082765000000000019 -0.06971999999999999 -0.056974999999999998 -0.080874999999999989 -0.068114999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 6 -6 -4 11 10 -10 -1 13 -13 -5 -12
right_child=-2 -3 3 7 5 -7 -8 -9 9 -11 14 12 -14 -15 -16
leaf_value=-0.0011216907314583026 0.0025827539717770301 -0.00094609366177187684 0.00068095408830181193 -9.4068096588736095e-05 1.6627025813919583e-06 0.0015433719703360686 -0.0006481992033522952 -0.00079999474634642916 0.00067185522667454606 -0.00039191892929101848 0.00017928623091816059 -0.00069771602032620895 1.3525619141403651e-05 0.0003166665934984359 -0.00062400771904889258
leaf_weight=54 47 68 51 380 46 58 64 50 48 67 53 117 2021 549 49
leaf_count=54 47 68 51 380 46 58 64 50 48 67 53 117 2021 549 49
internal_value=0 -3.63175e-06 1.39088e-05 3.79625e-05 0.000381985 0.000869334 -5.16301e-05 1.35289e-05 -0.00027917 4.49728e-05 -0.000523369 2.70583e-05 -2.50135e-05 0.000147778 -0.000198584
internal_weight=0 3675 3607 3336 219 104 115 3117 271 115 156 3067 2138 929 102
internal_count=3722 3675 3607 3336 219 104 115 3117 271 115 156 3067 2138 929 102
is_linear=0
shrinkage=0.0995203


Tree=6429
num_leaves=18
num_cat=0
split_feature=27 18 6 28 20 4 6 4 1 20 5 26 17 17 6 18 6
split_gain=0.0252838 0.00600084 0.0101563 0.00282299 0.00205166 0.00300842 0.00502546 0.00397882 0.00240268 0.0034196 0.00189325 0.00430232 0.0069308 0.00470386 0.00308658 0.0058955 0.00340538
threshold=0.11470500000000003 0.22074500000000005 -0.007045 0.083225000000000021 -1.0000000180025095e-35 0.08544000000000003 -0.095814999999999997 0.09939000000000002 0.24921000000000004 -0.0071449999999999994 0.054660000000000007 0.096685000000000021 -0.049834999999999997 -0.098644999999999997 0.088565000000000019 0.095920000000000019 0.087075000000000027
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 8 -7 -8 9 -1 14 13 -13 -12 16 -16 -6
right_child=-2 2 -4 -5 10 6 7 -9 -10 -11 11 12 -14 -15 15 -17 -18
leaf_value=-4.6870410088893497e-05 0.0019869680891908851 0.00021585232434657495 -0.0018506673232726722 -0.00075348765710705481 -1.7726579215419418e-05 0.0011134300679560773 -0.00050097886978469968 0.00038991383154726538 0.00060146634204056616 0.00079702017014999713 -0.00025948407471992159 2.1655021001257779e-05 -0.0016887624288214232 0.00053394857333258162 0.00038068666374051034 -0.00027556362611719627 -0.00053432004588139462
leaf_weight=969 64 47 46 47 799 72 65 204 69 50 309 46 46 97 448 193 151
leaf_count=969 64 47 46 47 799 72 65 204 69 50 309 46 46 97 448 193 151
internal_value=0 -8.16721e-06 -0.000797495 1.21943e-05 2.26564e-05 0.000114695 0.000372862 0.000171599 3.30283e-05 -4.65923e-06 -3.99116e-05 -0.000209349 -0.000824656 -6.79038e-05 1.26097e-05 0.000181818 -0.000100699
internal_weight=0 3658 93 3565 3518 1429 341 269 1088 1019 2089 498 92 406 1591 641 950
internal_count=3722 3658 93 3565 3518 1429 341 269 1088 1019 2089 498 92 406 1591 641 950
is_linear=0
shrinkage=0.0995203


Tree=6430
num_leaves=19
num_cat=0
split_feature=22 0 17 3 4 1 0 0 26 6 21 26 26 26 29 0 2 3
split_gain=0.0252271 0.00261055 0.00351783 0.0074905 0.0085977 0.00464696 0.00323977 0.0113962 0.00391237 0.00434994 0.0038599 0.0035903 0.00337018 0.00203102 0.00504781 0.00154663 0.00134488 0.00173417
threshold=0.13264000000000004 -0.15137999999999999 -0.087329999999999991 0.090905000000000027 0.084435000000000024 0.41291000000000005 -0.096019999999999994 -0.097424999999999998 0.087675000000000017 -0.101065 0.096415000000000015 -0.011984999999999999 -0.051374999999999997 -0.2382 -0.091704999999999995 -0.20796499999999998 0.40115000000000006 0.11125500000000002
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 15 7 8 10 -10 12 -12 -3 -8 -15 -5 17 -16
right_child=-2 6 3 5 -6 -7 13 -9 9 -11 11 -13 -14 14 16 -17 -18 -19
leaf_value=-0.00052792510248633349 0.0023144243695667598 0 0.000132728174372901 -0.00078218203678905279 0.0020571148551658557 0.00061899465207006417 0.00055273123240422021 -0.0016862513802205373 -0.00026081542557381595 0.00087871732369243255 0.00079576141699817598 -0.00033107120323659314 -0.00075290920330263727 -0.0010029072663824104 -1.022893410291829e-05 0 -0.00050493446957166916 0.00020319552542155802
leaf_weight=46 47 90 46 54 48 74 67 50 60 72 54 57 167 49 2193 46 48 454
leaf_count=46 47 90 46 54 48 74 67 50 60 72 54 57 167 49 2193 46 48 454
internal_value=0 -5.76054e-06 0.000268387 0.000408123 0.0011241 1.66236e-05 -3.16163e-05 -0.000252575 -0.000107569 0.000354546 -0.000275553 0.000209743 -0.000488341 1.13252e-05 -1.59595e-06 -0.000420945 1.6306e-05 2.60673e-05
internal_weight=0 3675 314 268 94 174 3361 550 500 132 368 111 257 2811 2744 100 2695 2647
internal_count=3722 3675 314 268 94 174 3361 550 500 132 368 111 257 2811 2744 100 2695 2647
is_linear=0
shrinkage=0.0995203


Tree=6431
num_leaves=18
num_cat=0
split_feature=10 18 9 3 30 1 0 6 17 6 0 20 8 6 2 18 26
split_gain=0.0243558 0.0044658 0.00190158 0.00269902 0.00410534 0.0027553 0.00254066 0.00495768 0.00971571 0.00987943 0.00306323 0.00275298 0.00221124 0.00161774 0.00296811 0.00362816 0.00262813
threshold=0.096215000000000023 0.26473000000000008 -0.087554999999999994 0.098000000000000018 0.085225000000000009 0.067120000000000027 -0.14075499999999999 -0.097455 -0.093784999999999993 1.0000000180025095e-35 -0.1525 0.084680000000000019 -0.092844999999999997 0.18123500000000006 0.11392500000000001 0.083830000000000029 -0.2382
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 11 -4 -7 14 16 -16 -8
right_child=-2 -3 6 5 -6 12 13 8 9 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.0013350209135678261 0.0021597580344216148 -0.00080820164748171704 -0.00096694701058884947 0.00046470599317917024 -6.2530227351427668e-05 0.0001287470218507266 0.00065211782223338545 -0.00072431856872325127 0.0014135228795332908 -0.0001040033181741739 0.00046682575514812147 2.8348525921735995e-05 -0.00081914596852487506 0.00050631472982582098 -0.0010571794978531143 0 -8.3529138012478008e-06
leaf_weight=47 52 68 54 72 57 46 61 46 121 64 51 53 49 60 59 71 2691
leaf_count=47 52 68 54 72 57 46 61 46 121 64 51 53 49 60 59 71 2691
internal_value=0 -9.1178e-06 5.74037e-06 -0.000247481 -0.00064547 0 2.65874e-05 0.000265651 0.000560278 0.000884116 -0.00015992 -0.0004663 -0.000351549 -4.74403e-06 -1.56678e-05 -0.000480431 5.98943e-06
internal_weight=0 3670 3602 271 104 167 3331 389 231 185 158 107 95 2942 2882 130 2752
internal_count=3722 3670 3602 271 104 167 3331 389 231 185 158 107 95 2942 2882 130 2752
is_linear=0
shrinkage=0.0995203


Tree=6432
num_leaves=14
num_cat=0
split_feature=22 24 3 3 3 17 3 8 0 10 17 17 17
split_gain=0.0340024 0.00319769 0.00316456 0.0175272 0.0158245 0.00383908 0.00333887 0.00844427 0.013951 0.00303773 0.00392037 0.00275481 0.00165784
threshold=0.13264000000000004 -0.071224999999999997 0.084895000000000012 0.085195000000000007 0.084685000000000024 -0.56655999999999984 0.083595000000000017 -0.084184999999999996 -0.086304999999999993 0.090150000000000022 -0.55286000000000002 0.056905000000000011 -0.0064000000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -5 11 8 -8 10 -7 12 -3
right_child=-2 2 3 5 -6 9 7 -9 -10 -11 -12 -13 -14
leaf_value=0.00079840151532590165 -0.0027108559510948794 0.00015854585291532399 0.0018614744167932103 -0.00078590500906230965 -0.0018462598449069446 0.00087741432690520904 -3.5963186446066696e-05 0.00055858181350347557 -0.0021427248443642469 -0.00077763781940911019 -2.7614506658529163e-06 0.00073816332955137568 -0.00034599227043709626
leaf_weight=47 47 188 50 63 55 51 82 61 51 49 2817 58 98
leaf_count=47 47 188 50 63 55 51 82 61 51 49 2817 58 98
internal_value=0 -1.66307e-05 -2.74298e-05 1.34618e-05 -0.00023775 -1.72704e-05 -7.179e-05 -0.000402858 -0.000849975 -3.89141e-07 1.26048e-05 0.000112537 -1.14755e-05
internal_weight=0 3670 3623 3030 593 2980 538 194 133 2917 2868 344 286
internal_count=3717 3670 3623 3030 593 2980 538 194 133 2917 2868 344 286
is_linear=0
shrinkage=0.0995203


Tree=6433
num_leaves=23
num_cat=0
split_feature=22 18 18 18 17 17 9 0 17 5 9 20 20 29 8 8 8 6 17 1 0 17
split_gain=0.0275705 0.00291109 0.0150085 0.00598486 0.00576617 0.00579941 0.0114167 0.0056803 0.00670722 0.00474039 0.00414347 0.00381079 0.00380809 0.00368902 0.00422586 0.0250808 0.00609815 0.00320518 0.00618157 0.0036058 0.00201406 0.00260949
threshold=0.13264000000000004 -0.022504999999999997 -0.017129999999999996 -0.032374999999999994 0.043850000000000007 0.066010000000000027 0.08735500000000003 -0.082494999999999999 0.2590050000000001 -0.012704999999999999 0.096385000000000012 -0.097019999999999995 -0.077044999999999988 0.0061000000000000013 -0.091134999999999994 -0.092844999999999997 -0.089594999999999994 -0.007045 -0.083000000000000004 -0.00080499999999999994 -0.044789999999999996 0.12439000000000001
decision_type=2 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 13 6 -6 8 17 -9 -8 -11 -13 14 15 -4 -16 19 -19 -1 21 -7
right_child=-2 2 4 -5 5 20 10 9 -10 11 -12 12 -14 -15 16 -17 -18 18 -20 -21 -22 -23
leaf_value=7.329181554929761e-05 -0.0024410712055637071 0.0015563843788047359 8.6070476171931076e-05 -0.0010070035177100936 -0.0019779188196667277 -0.00054552894282806907 0.00050687473562373438 -0.00094105984566218031 0.001312698023336085 -0.00093080835112853508 -0.00079708483307041591 0.00039536469120867498 -0.00020038347958196582 -0.00058690999161950497 -0.00082164238546354187 0.0023790087372598263 0.00011165958241188452 0.00032210172644646579 -0.0010940229602824688 0.00095766403731195073 0.00046647162236440875 0
leaf_weight=243 47 64 308 73 52 120 48 85 48 58 48 130 570 71 74 56 1077 62 59 57 59 308
leaf_count=243 47 64 308 73 52 120 48 85 48 58 48 130 570 71 74 56 1077 62 59 57 59 308
internal_value=0 -1.49756e-05 5.3778e-05 -0.000128998 1.01105e-05 -0.000242906 -0.000789067 -7.95211e-05 0.000197157 -0.000234421 -0.000136578 -0.0001541 -8.8575e-05 0.000111929 0.00014522 0.000441079 5.09445e-05 6.80246e-05 -0.00036164 0.000244051 -7.52462e-05 -0.000151835
internal_weight=0 3670 2285 1385 2221 635 148 1312 469 843 96 758 700 1586 1515 364 1151 421 121 300 487 428
internal_count=3717 3670 2285 1385 2221 635 148 1312 469 843 96 758 700 1586 1515 364 1151 421 121 300 487 428
is_linear=0
shrinkage=0.0995203


Tree=6434
num_leaves=20
num_cat=0
split_feature=22 26 1 26 1 1 1 26 1 2 2 2 9 1 5 1 9 9 21
split_gain=0.0223565 0.00305156 0.00732992 0.0119339 0.00604213 0.0304088 0.012138 0.0113046 0.00483235 0.0040508 0.00628801 0.00351716 0.00372404 0.00329941 0.00552759 0.00335528 0.00307234 0.00199951 0.00271703
threshold=0.13264000000000004 0.10144500000000002 -0.081224999999999992 0.11790500000000002 -0.080500000000000002 -0.079434999999999992 -0.083284999999999984 0.087525000000000019 -0.085014999999999993 -0.080874999999999989 -0.077604999999999993 -0.069459999999999994 0.11296000000000002 -0.089520000000000002 -0.011514999999999999 -0.090939999999999993 0.12652000000000005 0.10744000000000002 0.13557500000000003
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 6 -6 8 -8 13 -4 -11 -12 -13 15 -15 -1 17 18 -7
right_child=-2 2 9 -5 5 16 7 -9 -10 10 11 12 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.00014003768832819265 -0.0021981351472125316 0.0015972719429286487 -0.00085760194860887509 -0.00026676646532419247 0.0025748226254389398 2.5252729790404506e-06 -0.00013171939792983568 -0.0019337755027948639 0.00077958636195512925 0.0010029411833811857 -0.00063944580804515519 0.00055416478630938783 -0.00026165000859771742 0.00035132717742478615 -0.00091651228775688274 0.00067776121042790875 0.00066593174016773659 -0.00058198189585083316 -0.00076318778323347354
leaf_weight=596 47 82 49 57 46 1878 65 76 56 64 82 105 116 46 123 54 64 64 47
leaf_count=596 47 82 49 57 46 1878 65 76 56 64 82 105 116 46 123 54 64 64 47
internal_value=0 -1.34278e-05 0.000201262 0.000826993 -5.1942e-05 4.41579e-05 -0.000251285 -0.00110885 -0.000112159 -5.84837e-06 0.000105643 -8.11837e-05 0.00012225 -0.000174133 -0.000566576 -7.0838e-05 -1.21461e-05 -3.43762e-05 -1.57448e-05
internal_weight=0 3670 555 139 3115 2099 1016 141 875 416 367 303 221 819 169 650 2053 1989 1925
internal_count=3717 3670 555 139 3115 2099 1016 141 875 416 367 303 221 819 169 650 2053 1989 1925
is_linear=0
shrinkage=0.0995203


Tree=6435
num_leaves=22
num_cat=0
split_feature=10 5 17 17 1 1 0 17 26 1 9 17 8 8 18 18 8 5 1 4 17
split_gain=0.0253602 0.00273 0.00432649 0.00317447 0.0053773 0.00975641 0.0310058 0.0424272 0.00584484 0.00506249 0.00600158 0.00490897 0.0149205 0.005648 0.00370743 0.00486069 0.00327291 0.00240709 0.00202109 0.00315776 0.00158964
threshold=0.096215000000000023 0.51797000000000015 -0.46515999999999996 0.043850000000000007 -0.085739999999999997 -0.079844999999999985 -0.083885000000000001 -0.038314999999999995 0.086095000000000019 -0.089520000000000002 0.087980000000000017 0.066010000000000027 -0.084184999999999996 -0.068549999999999986 -0.081614999999999993 -0.070914999999999992 0.11023500000000003 0.058505000000000008 -0.090939999999999993 0.085720000000000018 -0.55026999999999993
decision_type=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 9 6 8 -8 -6 18 -11 12 -5 -14 -13 -16 20 -17 19 -1 -7
right_child=-2 2 -4 11 5 16 7 -9 -10 10 -12 14 13 -15 15 17 -18 -19 -20 -21 -22
leaf_value=-0.00028777770848527996 -0.0021986073775404516 -3.4793367920863979e-05 -0.0012289180259647749 -0.0021386224282665613 0.00083777055521051585 -0.00050625942607217505 0.00011908928448387192 0.0043244896064435602 -0.00044171314027245635 -0.0012524416799444623 0.00015317427546692621 0.00058711297005323185 0.00073380768860152579 -0.00065700478126393884 -0.0010421085801437502 -9.7122714348579336e-05 0.00067032393811378079 0.00062120811626587837 0.00053370783903325587 0.00026639462686682259 4.7266910641255353e-05
leaf_weight=316 53 91 46 47 49 53 50 46 126 82 46 83 52 65 52 587 83 50 54 149 1537
leaf_count=316 53 91 46 47 49 53 50 46 126 82 46 83 52 65 52 587 83 50 54 149 1537
internal_value=0 -5.69876e-06 -0.000441716 1.10055e-05 6.79689e-05 0.000150909 0.000705147 0.00214271 -7.87797e-05 -0.000179972 -0.000740903 -0.000145804 -0.000640626 -3.18691e-05 -3.9626e-05 -0.000116314 6.06422e-05 -3.94536e-05 -4.00529e-05 -0.000108444 2.83012e-05
internal_weight=0 3664 137 3527 2591 1944 271 96 175 647 128 936 164 117 772 689 1673 637 519 465 1590
internal_count=3717 3664 137 3527 2591 1944 271 96 175 647 128 936 164 117 772 689 1673 637 519 465 1590
is_linear=0
shrinkage=0.0995203


Tree=6436
num_leaves=9
num_cat=0
split_feature=19 10 10 7 27 29 27 26
split_gain=0.0120169 0.00307048 0.00480724 0.00340286 0.00249812 0.00178252 0.00309427 0.00141528
threshold=0.14071500000000006 0.09056500000000002 0.086030000000000023 -0.10984999999999999 0.10530500000000002 0.093650000000000025 -1.0000000180025095e-35 -0.051374999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -6
right_child=-2 -3 -4 4 7 -7 -8 -9
leaf_value=-0.00072774096093258366 0.00158501123120658 0.00059861401590281826 -0.00080751391341511193 -0.00070021985627670771 -0.0008505653339346234 0.00051422718735045462 3.2766963027736885e-05 -7.7488825169944785e-05
leaf_weight=62 48 83 74 58 50 74 3243 49
leaf_count=62 48 83 74 58 50 74 3243 49
internal_value=0 0 -1.36109e-05 2.77211e-06 1.60451e-05 3.07269e-05 1.96401e-05 -0.000476201
internal_weight=0 3693 3610 3536 3474 3375 3301 99
internal_count=3741 3693 3610 3536 3474 3375 3301 99
is_linear=0
shrinkage=0.0995203


Tree=6437
num_leaves=9
num_cat=0
split_feature=19 10 10 7 23 6 8 4
split_gain=0.00974469 0.00249015 0.00389749 0.0027589 0.00234413 0.0029303 0.00420279 0.00223951
threshold=0.14071500000000006 0.09056500000000002 0.086030000000000023 -0.10984999999999999 -0.046924999999999994 -0.42102499999999998 -0.080659999999999996 0.11834000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -7
right_child=-2 -3 -4 4 5 7 -8 -9
leaf_value=-0.00065531600452454347 0.0014272706507025086 0.00053904002287038675 -0.00072715006364428058 -0.00050762712402901099 -2.3091767446677571e-05 3.0108827370725131e-05 0.0012443871368399656 -0.00034380313775804651
leaf_weight=62 48 83 74 83 55 3122 47 167
leaf_count=62 48 83 74 83 55 3122 47 167
internal_value=0 0 -1.23015e-05 2.42711e-06 1.44014e-05 2.74203e-05 0.000552917 1.08744e-05
internal_weight=0 3693 3610 3536 3474 3391 102 3289
internal_count=3741 3693 3610 3536 3474 3391 102 3289
is_linear=0
shrinkage=0.0995203


Tree=6438
num_leaves=14
num_cat=0
split_feature=19 13 7 5 0 3 18 5 2 5 18 18 8
split_gain=0.00790216 0.00243543 0.00205578 0.00188249 0.00359065 0.00270705 0.00262464 0.00565231 0.00432114 0.00283732 0.00238208 0.00255708 0.00125444
threshold=0.14071500000000006 0.089365000000000014 -0.10984999999999999 0.51100000000000012 -0.054850000000000003 0.11089500000000001 -0.12363 0.2686150000000001 -0.081559999999999994 0.4115950000000001 -0.099739999999999995 -0.094939999999999997 -0.070649999999999991
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 -9 12 -12 -8
right_child=-2 -3 3 4 5 -7 10 9 -10 -11 11 -13 -14
leaf_value=-0.00055142326093805111 0.0012852283612728845 0.0006969852071312399 0.00043691730135502773 0.00020524887883815332 -0.00015711645912699714 -0.0010971996787787497 -8.2662058232389331e-05 0.0014749685832546563 -0.00083628759929077067 0.00037514268600981077 0.00063518400755879399 -3.0540051469649564e-07 -0.0007929980143292465
leaf_weight=68 48 49 58 85 64 62 49 47 48 51 64 2992 56
leaf_count=68 48 49 58 85 64 62 49 47 48 51 64 2992 56
internal_value=0 0 -9.33486e-06 7.44397e-07 -0.000287373 -0.000626194 1.90539e-05 0.000365068 -0.000131906 0.000910964 -3.0177e-06 1.27354e-05 -0.000469305
internal_weight=0 3693 3644 3576 211 126 3365 204 106 98 3161 3056 105
internal_count=3741 3693 3644 3576 211 126 3365 204 106 98 3161 3056 105
is_linear=0
shrinkage=0.0995203


Tree=6439
num_leaves=27
num_cat=0
split_feature=1 17 3 3 1 3 17 26 1 0 17 9 17 18 17 9 2 0 0 3 1 1 26 0 3 0
split_gain=0.00299903 0.00700827 0.00341805 0.00683853 0.004359 0.00428254 0.00386342 0.00585676 0.0033602 0.00937278 0.00307607 0.00291657 0.00223399 0.004587 0.00390379 0.00176608 0.00224633 0.00212631 0.00309833 0.00280088 0.00465554 0.00454846 0.003487 0.00339848 0.00139416 0.00135812
threshold=0.0033150000000000007 0.51734000000000024 0.091225000000000014 0.090835000000000013 -0.00080499999999999994 0.091865000000000016 0.0047200000000000011 0.088245000000000032 0.018150000000000003 -0.096724999999999992 -0.56005499999999986 0.092225000000000015 0.057560000000000014 -0.070914999999999992 0.021725000000000005 0.11222500000000002 -0.046564999999999995 -0.068604999999999985 -0.061654999999999995 0.10850000000000003 0.057265000000000017 0.061835000000000008 0.056820000000000016 -0.113275 0.13547000000000003 -0.085894999999999985
decision_type=2 2 2 2 2 2 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 -4 11 -8 9 -2 -7 -1 14 -14 -12 17 -17 19 -19 20 -10 -21 -23 -22 -20 -11
right_child=8 -3 5 -5 -6 10 7 -9 15 25 12 -13 13 -15 -16 16 -18 18 24 21 23 22 -24 -25 -26 -27
leaf_value=2.228136405736009e-05 -0.0017438897968218075 0.0011105228162574836 -0.00087876265054032403 0.0012896835783844764 0.00099105024978304174 -0.00069968800884323394 0.00078398872368579001 -0.00016352192042249939 -0.00089689619148304079 0.0003014410814642093 4.135000732644446e-05 -0.00078650785914352323 -0.0010799563108037677 -3.3355347413770937e-05 0.0009945664591387406 -3.0075905909526111e-05 0.00083979802612285756 -0.0010804127410020596 0.00011471706295847983 0.0010161636409848906 -0.00040740645634111319 0.00024499115531391566 -0.00062256184780222262 0.00029756324923604693 -0.00049733840774924794 -0.00041756671787126809
leaf_weight=1088 46 63 64 50 53 65 163 105 76 55 605 46 51 232 46 74 47 49 80 56 122 176 62 152 66 49
leaf_count=1088 46 63 64 50 53 65 163 105 76 55 605 46 51 232 46 74 47 49 80 56 122 176 62 152 66 49
internal_value=0 7.29327e-05 4.7159e-05 0.000143862 0.000103924 -8.89827e-05 6.98035e-05 0.000409708 -0.000122049 -0.00056067 -3.75667e-05 -9.8048e-06 7.63594e-06 -0.000224858 0.000109962 -5.26621e-05 0.000301044 -0.000104649 -0.000392755 -1.61408e-05 -0.000207537 0.000208928 1.55503e-05 -1.33407e-05 -0.000156359 -2.94508e-05
internal_weight=0 2631 2568 1505 1455 1063 1402 268 1110 150 999 1134 934 283 651 960 121 839 195 644 350 294 238 274 146 104
internal_count=3741 2631 2568 1505 1455 1063 1402 268 1110 150 999 1134 934 283 651 960 121 839 195 644 350 294 238 274 146 104
is_linear=0
shrinkage=0.0995203


Tree=6440
num_leaves=18
num_cat=0
split_feature=1 18 18 10 20 1 20 4 5 18 0 1 1 3 10 17 26
split_gain=0.00653503 0.00304415 0.0185265 0.00307253 0.00265046 0.0031733 0.00498002 0.00350566 0.00585446 0.00408325 0.00444462 0.00219098 0.0158377 0.00320819 0.00188532 0.00170264 0.0016427
threshold=-0.55579999999999996 -0.096219999999999986 -0.09404499999999999 0.093790000000000026 -0.096095 -0.01257 -0.078725000000000003 0.079660000000000022 0.2686150000000001 -0.14624999999999996 -0.079564999999999983 -0.082489999999999994 -0.084204999999999988 0.090360000000000024 0.077165000000000025 0.40057000000000009 0.095385000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 11 -2 7 -7 9 -9 -6 -11 12 13 -4 15 -13 -8
right_child=1 2 3 -5 5 6 16 8 -10 10 -12 14 -14 -15 -16 -17 -18
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leaf_weight=53 53 48 428 50 77 50 79 48 76 57 46 1961 76 256 54 282 47
leaf_count=53 53 48 428 50 77 50 79 48 76 57 46 1961 76 256 54 282 47
internal_value=0 -2.66409e-05 -6.3999e-05 -3.37561e-05 0.000192958 0.000117238 -0.00021632 0.000313044 -8.84127e-05 0.00059415 0.00100431 -2.08243e-05 0.000125265 -2.49947e-05 -6.95167e-05 -8.38199e-05 0.000111297
internal_weight=0 3688 3155 3107 533 480 176 304 124 180 103 3057 760 684 2297 2243 126
internal_count=3741 3688 3155 3107 533 480 176 304 124 180 103 3057 760 684 2297 2243 126
is_linear=0
shrinkage=0.0995203


Tree=6441
num_leaves=18
num_cat=0
split_feature=18 18 18 10 19 9 18 0 3 3 17 8 2 7 11 2 17
split_gain=0.00596754 0.00272404 0.0149866 0.00237911 0.00237549 0.00277404 0.00267311 0.00359825 0.0103545 0.00231102 0.0020715 0.00493025 0.00872252 0.00263686 0.00630625 0.002364 0.000563404
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decision_type=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 9 -9 -7 13 12 -12 14 -4 -13 -8
right_child=-2 2 3 -5 5 6 16 8 -10 -11 11 15 -14 -15 -16 -17 -18
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leaf_weight=56 46 48 2641 51 47 158 52 70 50 61 97 82 48 64 46 78 46
leaf_count=56 46 48 2641 51 47 158 52 70 50 61 97 82 48 64 46 78 46
internal_value=0 -2.41207e-05 -5.96678e-05 -3.24399e-05 0.00018205 0.000109087 0.000188659 5.3679e-05 0.000493556 -0.000183612 -2.09137e-05 -0.000267053 -0.000688153 6.07787e-06 2.14097e-05 0.000109454 0.000647224
internal_weight=0 3695 3155 3107 540 484 437 339 120 219 3056 305 145 2751 2687 160 98
internal_count=3741 3695 3155 3107 540 484 437 339 120 219 3056 305 145 2751 2687 160 98
is_linear=0
shrinkage=0.0995203


Tree=6442
num_leaves=11
num_cat=0
split_feature=1 19 26 26 30 24 26 3 30 2
split_gain=0.00508789 0.00233028 0.00425377 0.0132263 0.00298322 0.00258464 0.00193818 0.0019791 0.00164133 0.00187577
threshold=-0.55579999999999996 -0.10411999999999999 -0.100565 -0.14678499999999997 0.11101500000000002 0.084270000000000025 -0.23202999999999999 0.10749000000000002 0.094680000000000028 -0.084114999999999981
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 8 7 -3 9 -4
right_child=1 2 4 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.0010030057812364405 0.00057902265915464233 9.4982440873117642e-05 0.00010486571303730693 -0.0016875935365070077 -0.00070879863859892901 0.00064767932294379374 0.00032347126345948511 -0.00075446739994271218 0.0005330906495265602 -6.0978279512490293e-05
leaf_weight=53 63 55 969 62 58 62 89 51 56 2223
leaf_count=53 63 55 969 62 58 62 89 51 56 2223
internal_value=0 -2.03911e-05 -3.10343e-05 -0.000421312 -1.0106e-06 1.11444e-05 -1.45006e-05 -0.000305992 -7.54151e-07 -1.03763e-05
internal_weight=0 3688 3625 257 3368 3310 195 106 3248 3192
internal_count=3741 3688 3625 257 3368 3310 195 106 3248 3192
is_linear=0
shrinkage=0.0995203


Tree=6443
num_leaves=14
num_cat=0
split_feature=18 18 18 20 18 10 27 9 9 9 3 1 1
split_gain=0.00459416 0.00214283 0.0121435 0.00230572 0.00252815 0.00197095 0.00191763 0.00208364 0.00440147 0.00374699 0.00183015 0.00207707 0.00161103
threshold=0.31690500000000005 -0.096219999999999986 -0.09404499999999999 -0.096095 -0.45171999999999995 0.093790000000000026 -0.01137 0.08735500000000003 0.085075000000000026 0.088285000000000016 0.084380000000000024 0.031740000000000011 -0.49837999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -4 8 -8 -9 -6 12 -12
right_child=-2 2 5 4 10 -7 7 9 -10 -11 11 -13 -14
leaf_value=0.00075909289419309127 -0.0010198190339907036 -0.0016211940046677584 -0.00058695289711508194 -0.00044951273324770632 -0.00037585402017964724 -0.00063950511815607527 -1.5598075096885903e-05 -0.00054413479571804087 0.00037863135951263102 -3.3153687857600691e-05 -5.2676001985409289e-05 -0.00022565971460701214 0.00050380547995088217
leaf_weight=58 46 48 57 72 49 51 1219 161 363 1256 63 67 231
leaf_count=58 46 48 57 72 49 51 1219 161 363 1256 63 67 231
internal_value=0 -1.85199e-05 -5.00731e-05 0.000164317 9.10477e-05 -2.55374e-05 -1.50233e-05 -3.88004e-06 7.43429e-05 -9.17893e-05 0.000187972 0.00026677 0.000381775
internal_weight=0 3695 3155 540 482 3107 3056 2999 1582 1417 410 361 294
internal_count=3741 3695 3155 540 482 3107 3056 2999 1582 1417 410 361 294
is_linear=0
shrinkage=0.0995203


Tree=6444
num_leaves=26
num_cat=0
split_feature=8 8 0 26 20 20 17 17 21 21 1 20 20 8 8 2 8 11 8 4 9 1 4 17 5
split_gain=0.00617927 0.0108736 0.0118575 0.00458783 0.00680197 0.0192115 0.0043382 0.0192617 0.00430459 0.0083992 0.00718884 0.00610074 0.0041705 0.0046446 0.00579693 0.00365066 0.00274569 0.00334904 0.00287577 0.00279525 0.00210307 0.00192937 0.00249909 0.00143935 0.00208627
threshold=-0.088144999999999987 -0.089594999999999994 -0.087084999999999982 0.084645000000000012 -0.08231999999999999 -0.084224999999999994 0.063160000000000022 0.097480000000000025 -0.032929999999999994 -0.010234999999999999 -0.019239999999999997 -0.047309999999999998 -0.081189999999999998 -0.08731499999999999 -0.08569499999999998 -0.055654999999999996 -0.091134999999999994 -0.072964999999999988 -0.093795000000000003 0.11785500000000003 0.11640000000000002 0.50996500000000011 0.13271500000000006 0.23832000000000006 -0.14653999999999998
decision_type=2 2 2 2 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 -5 16 -8 10 -10 -2 -12 -6 -14 -15 -16 17 -1 19 -19 21 22 -11 -9 -25
right_child=3 2 -4 4 12 -7 7 23 9 20 11 -13 13 14 15 -17 -18 18 -20 -21 -22 -23 -24 24 -26
leaf_value=-0.00067127584716936562 0.00063459635758915096 0.0023834065901464549 0.00013959889856920331 0.00010624592550200698 0.00080829860075902634 -0.0022761940014184683 0.0022969026861019929 -0.00035393390297772435 0.0013193834908278119 0.0001200975391458119 -0.00013141027981534786 -0.001540363816758879 -0.0010771917277539978 0.00065337325565971655 -0.00022307481044929272 0.00041674104578068679 -0.00056999105281937685 -0.00012717656707254737 0.00065828295934939381 0.00051950225068238612 -0.00046887783979490596 0.00068304600003084933 -0.00058228843977147567 0.00061382558836959786 -0.00026240907472294031
leaf_weight=56 48 46 49 82 46 56 46 67 57 856 67 58 52 90 1130 95 81 286 87 86 65 56 53 62 46
leaf_count=56 48 46 49 82 46 56 46 67 57 856 67 58 52 90 1130 95 81 286 87 86 65 56 53 62 46
internal_value=0 0.000226121 0.00123469 -7.2001e-05 -0.000186738 -0.00085461 0.000107843 0.000484669 6.85849e-05 0.000142521 -0.000391243 -0.000791714 -0.000120931 -0.000152799 -0.000115622 -0.000172788 -3.05124e-05 5.27481e-05 0.000142866 2.01239e-05 7.65991e-05 0.000114189 7.82437e-05 3.63168e-06 0.000233035
internal_weight=0 912 95 2811 1551 138 817 221 1260 1087 173 125 1413 1367 1315 1225 596 515 459 372 1030 965 909 175 108
internal_count=3723 912 95 2811 1551 138 817 221 1260 1087 173 125 1413 1367 1315 1225 596 515 459 372 1030 965 909 175 108
is_linear=0
shrinkage=0.0995203


Tree=6445
num_leaves=33
num_cat=0
split_feature=8 8 6 5 26 20 21 21 21 1 6 21 2 2 9 0 26 26 2 9 8 8 0 20 8 26 6 8 4 6 21 6
split_gain=0.00500841 0.00899954 0.00403643 0.00812593 0.00371569 0.00644775 0.0195267 0.00349145 0.00680947 0.00584091 0.00573509 0.00341454 0.00685343 0.00435136 0.00622767 0.00312294 0.00283597 0.00668557 0.00258526 0.00442386 0.00179029 0.00307306 0.00175783 0.00149589 0.00189186 0.00215525 0.00153056 0.00411174 0.00208903 0.00132751 0.0012964 0.00105815
threshold=-0.088144999999999987 -0.089044999999999999 0.085285000000000014 -0.092864999999999989 0.084645000000000012 -0.083495 -0.023324999999999999 -0.032929999999999994 -0.010234999999999999 -0.019239999999999997 -0.011749999999999998 0.08846500000000003 -0.082294999999999993 -0.065379999999999994 0.097035000000000024 -0.070134999999999989 0.086645000000000014 0.089880000000000029 -0.065379999999999994 0.10054500000000002 -0.085089999999999985 -0.080659999999999996 -0.080884999999999999 -0.066104999999999983 -0.09602999999999999 0.080935000000000021 -0.082809999999999995 -0.409445 0.11219500000000003 -0.090715000000000004 0.090715000000000032 0.10538000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 6 -6 9 -9 -2 -11 13 -13 14 15 -7 -5 -18 19 -14 -10 -22 -23 29 26 -26 27 -25 -28 30 -1 -15
right_child=4 -3 3 16 5 11 -8 8 20 10 -12 12 18 31 -16 -17 17 -19 -20 -21 21 22 -24 24 25 -27 28 -29 -30 -31 -32 -33
leaf_value=-0.00043283674318669418 0.00057144120152597484 0.0012490409020325677 0.0013789856360307774 0.00055931280709350451 0.00031433400544473639 -0.00013445736555571877 -0.0024531670268535567 0.0011880781094327469 0.00059731930117667162 -9.5118320981281844e-06 -0.0013718422837437063 0.0011761107490450399 -6.7709435567406821e-05 0.00075310197155660367 -0.0011039692061653764 -0.00080546420997556416 -0.0010487707578936431 0.00046650464692532837 -0.00053364375666053955 0.00099444786232039247 -0.00072289395505659734 -6.1411573006686234e-05 0.00021276017938613435 -0.00040225228139658488 -0.00096547670225759479 -1.7253042989644551e-05 2.1506851726542827e-05 0.00063940134747007176 -0.00075813290949345658 0.00048852480723568265 0.00031164927106301345 7.0642589857185427e-05
leaf_weight=46 48 75 67 81 55 799 46 57 60 61 64 54 218 49 82 76 52 64 78 47 50 451 469 64 52 47 93 89 52 84 46 47
leaf_count=46 48 75 67 81 55 799 46 57 60 61 64 54 218 49 82 76 52 64 78 47 50 451 469 64 52 47 93 89 52 84 46 47
internal_value=0 0.000203617 0.000108963 0.000431194 -6.47774e-05 -0.000168048 -0.000938007 6.16946e-05 0.000128338 -0.000352306 -0.000713574 -0.000113852 0.000133616 -0.00020793 -0.000272528 -0.000193675 0.000104693 -0.0002057 -2.81219e-05 0.000117584 6.88968e-05 3.53669e-05 7.74666e-05 -3.80706e-05 -0.000146334 -0.000523579 -1.82604e-05 0.000198326 -0.000252443 0.000201486 -5.16957e-05 0.000427509
internal_weight=0 912 837 264 2811 1551 101 1260 1087 173 125 1450 397 1053 957 875 197 116 343 265 1030 970 920 573 397 99 298 153 145 176 92 96
internal_count=3723 912 837 264 2811 1551 101 1260 1087 173 125 1450 397 1053 957 875 197 116 343 265 1030 970 920 573 397 99 298 153 145 176 92 96
is_linear=0
shrinkage=0.0995203


Tree=6446
num_leaves=38
num_cat=0
split_feature=8 8 5 17 17 3 20 2 26 21 3 3 26 8 3 3 8 3 5 5 20 21 3 21 17 8 6 5 3 17 3 1 20 2 20 1 1
split_gain=0.00406415 0.00749618 0.0106728 0.0032452 0.0156176 0.00323078 0.00523419 0.00424373 0.00527279 0.00366586 0.00705478 0.00981527 0.00471663 0.0072493 0.0178703 0.00421728 0.00900192 0.00689707 0.00421494 0.00399353 0.00264223 0.00389542 0.00344481 0.00314151 0.00258903 0.00376638 0.00404073 0.00229576 0.00225786 0.00222561 0.00197454 0.00157512 0.00148713 0.0039682 0.00139072 0.00254964 0.000777325
threshold=-0.088144999999999987 -0.089594999999999994 -0.026719999999999997 0.063160000000000022 0.097480000000000025 0.11404500000000002 -0.096095 0.10674000000000002 -0.10954 -0.018669999999999996 0.088805000000000023 0.091225000000000014 0.098495000000000013 -0.069939999999999988 0.095135000000000011 0.09482500000000002 -0.052214999999999998 0.10038500000000002 -0.014374999999999999 -0.015214999999999999 0.0057800000000000013 0.10787500000000003 0.085505000000000012 0.11754000000000002 -0.015100000000000001 -0.091600000000000001 0.085955000000000018 -0.45822499999999994 0.087675000000000017 -0.080579999999999999 0.093835000000000016 -0.08616 -0.073314999999999991 -0.065999999999999989 -0.053499999999999999 -0.086814999999999989 0.19597000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 24 -5 9 -7 8 -8 10 18 -12 20 14 -14 16 -15 -17 -2 -13 21 22 -11 -23 28 26 27 -26 31 -22 -6 -1 -10 -34 -30 -36 -32
right_child=5 2 -4 4 30 6 7 -9 32 12 11 19 13 15 -16 17 -18 -19 -20 -21 29 23 -24 -25 25 -27 -28 -29 34 -31 36 -33 33 -35 35 -37 -38
leaf_value=0.00017552670953604771 -0.00031095447032437602 0.0020870820706181668 -5.9021888930270723e-06 0.0020429872519476889 -0.00040818198655952735 0.0011193523523145581 -0.0010684860333672139 0.00079487470610676864 -0.0002662532834377566 -0.00024711222610694498 -0.0020338891386832442 7.8169482081903629e-05 0.00017078171014972679 -0.0015505549497916505 -0.0025460250398514224 0.0012020580810843601 0.00019445500699881251 -0.00030556088642904884 0.00089057177063477902 -0.00103561666938269 1.503184010310667e-06 -0.0011904837045637042 0.00010629520017265694 -0.00010785067772185951 0.00014196727476989101 -0.0010403593721607591 0.00070558672513816817 -0.00051048980005578783 0.00032725358195497515 0.00088876718800000309 0.00052617930978415719 0.0010024142793457764 0.00081366341767176139 -7.2358719331785869e-05 0.00024632812855262805 -0.00072251311750508665 -1.1079291281087817e-05
leaf_weight=51 74 47 48 46 74 52 46 66 91 363 49 77 49 50 46 50 69 74 47 53 56 49 1100 62 83 48 52 142 68 60 54 46 73 155 51 55 47
leaf_count=51 74 47 48 46 74 52 46 66 91 363 49 77 49 50 46 50 69 74 47 53 56 49 1100 62 83 48 52 142 68 60 54 46 73 155 51 55 47
internal_value=0 0.000183443 0.00102096 8.5055e-05 0.000411069 -5.83308e-05 0.000175263 5.94592e-05 -7.12773e-05 -0.000107147 -0.000432277 -0.000829773 -5.86472e-05 -0.000398075 -0.00113611 -0.000106174 -0.000531864 0.000295748 0.000148989 -0.000369616 8.7539e-06 -2.45338e-05 1.80481e-05 -0.000593145 -3.44594e-05 -0.000225029 -8.07888e-05 -0.000266167 0.000191063 0.00046749 -1.32143e-05 0.000576099 6.99547e-05 0.000207733 -1.88793e-05 -0.00024865 0.000268063
internal_weight=0 912 95 817 221 2811 483 431 365 2328 300 179 2028 338 95 243 119 124 121 130 1690 1574 1463 111 596 325 277 225 271 116 175 97 319 228 174 106 101
internal_count=3723 912 95 817 221 2811 483 431 365 2328 300 179 2028 338 95 243 119 124 121 130 1690 1574 1463 111 596 325 277 225 271 116 175 97 319 228 174 106 101
is_linear=0
shrinkage=0.0995203


Tree=6447
num_leaves=26
num_cat=0
split_feature=2 2 18 17 2 2 9 0 6 18 26 11 26 2 18 21 26 2 2 17 17 2 10 9 6
split_gain=0.00229188 0.0277788 0.04052 0.00392797 0.00974445 0.0132474 0.0133368 0.00686211 0.00352839 0.00320525 0.00225689 0.00372559 0.00253119 0.0116214 0.00531428 0.00558871 0.00388901 0.00224732 0.00246282 0.00198148 0.00479996 0.00465299 0.00189574 0.00299998 0.00184606
threshold=-0.081734999999999988 -0.082275000000000001 -0.011835 -0.014289999999999999 -0.086554999999999993 -0.08569499999999998 0.084755000000000011 -0.087184999999999999 0.085760000000000017 -0.083039999999999989 -0.23202999999999999 -0.11166 0.11444500000000003 -0.076524999999999996 0.11061000000000003 0.098250000000000018 0.10924500000000002 -0.08126499999999999 -0.080644999999999994 -0.041415 -0.067864999999999995 -0.084385000000000002 0.086275000000000018 0.09518500000000002 -0.0093650000000000001
decision_type=2 2 2 2 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 19 8 -6 -7 -8 9 -5 -2 -12 16 -14 15 -15 17 -13 -19 20 22 -21 23 -1 -11
right_child=10 2 -4 4 5 6 7 -9 -10 24 11 12 13 14 -16 -17 -18 18 -20 21 -22 -23 -24 -25 -26
leaf_value=0.00016383322399132373 -0.00070836823656315797 -0.00043569032597662918 0.0034538203911758558 -0.00078723346817258103 -0.0020304103233599589 0.00089667245073780846 0.00013023211259443235 -0.0012350891257724265 0.00070547355401501981 0.00030247588939509432 0.00064321883271059263 -0.00060420430272923817 -0.0014065647447815033 -0.00069207043977636662 0.00073510430430525904 0.00050610770720842864 0.00087535462676178425 0.00043323691210534051 -6.0683698897535719e-05 -7.0414981416822988e-06 -0.00075110634822333979 0.0012652956386874053 0.00067332916242247365 -0.00053157638382684929 -0.00040577242070885457
leaf_weight=538 53 49 57 46 55 65 53 110 85 154 74 70 76 116 70 57 46 107 1484 69 66 47 60 69 47
leaf_count=538 53 49 57 46 55 65 53 110 85 154 74 70 76 116 70 57 46 107 1484 69 66 47 60 69 47
internal_value=0 9.22865e-05 0.00164812 -1.98033e-05 -0.000211814 -0.000641441 -0.000302792 -0.000786128 0.000151939 -3.5234e-05 -6.58275e-05 -4.92212e-05 -7.49167e-05 -0.000332461 1.04098e-07 -0.000292563 -2.63079e-05 -5.17716e-05 -2.69514e-05 0.000118321 5.65779e-05 0.000501418 0.000137726 8.34347e-05 0.000132793
internal_weight=0 1570 106 1464 615 283 228 163 332 247 2153 2100 2026 319 243 173 1707 1661 1591 849 733 116 667 607 201
internal_count=3723 1570 106 1464 615 283 228 163 332 247 2153 2100 2026 319 243 173 1707 1661 1591 849 733 116 667 607 201
is_linear=0
shrinkage=0.0995203


Tree=6448
num_leaves=18
num_cat=0
split_feature=9 26 3 0 0 1 3 21 1 21 21 9 0 18 18 3 3
split_gain=0.00529905 0.00418074 0.016639 0.00353851 0.00413081 0.00384893 0.00611673 0.00937724 0.00465566 0.00326243 0.00278163 0.0054449 0.00955895 0.00197492 0.0034726 0.00182723 0.00374112
threshold=0.15321500000000005 -0.10954 0.08708500000000001 -0.233955 -0.087965000000000002 0.005935000000000001 0.10850000000000003 0.10470500000000002 0.031740000000000011 0.094640000000000016 -0.01137 0.083925000000000013 -0.085054999999999992 0.23251500000000005 0.11835500000000003 0.098000000000000018 0.11225500000000002
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 7 -5 -7 -10 11 -6 -13 14 -12 -4 -17
right_child=-2 3 15 4 10 8 -8 -9 9 -11 13 12 -14 -15 -16 16 -18
leaf_value=0.0021565401446491761 -0.00081676267508540865 0.00068079636748292907 -0.00028262442270858345 -0.00031678798140683228 -0.00047498969391686504 0.0010350143609594669 -0.0012033076143386327 0.0011247896517539348 0.00019979430378938703 -0.00037899951689556453 9.0865154943797056e-05 0.0018914855676844377 0.00025455665710219668 0.00070650303537408488 -0.00039774985987169634 0.00097663657214381097 -0.00012628592377422301
leaf_weight=47 67 85 82 490 51 46 66 49 252 156 1823 48 140 47 156 51 73
leaf_count=47 67 85 82 490 51 46 66 49 252 156 1823 48 140 47 156 51 73
internal_value=0 7.553e-05 0.000466218 4.62948e-05 2.98233e-05 -0.000132083 -0.000296743 -0.000184217 8.55395e-05 -1.95028e-05 0.000105884 0.000427635 0.000676851 6.75241e-05 5.19351e-05 7.65882e-05 0.000320734
internal_weight=0 3662 253 3409 3324 1059 605 539 454 408 2265 239 188 2026 1979 206 124
internal_count=3729 3662 253 3409 3324 1059 605 539 454 408 2265 239 188 2026 1979 206 124
is_linear=0
shrinkage=0.0995203


Tree=6449
num_leaves=15
num_cat=0
split_feature=4 28 0 0 8 1 1 6 6 17 6 0 8 6
split_gain=0.00475399 0.00358524 0.00286071 0.00282248 0.00377201 0.00332268 0.00322681 0.00318383 0.00566563 0.00750079 0.00377506 0.00402876 0.00262249 0.00230413
threshold=0.15340500000000004 0.080375000000000016 -0.25289499999999993 -0.087965000000000002 -0.47145500000000001 0.50644500000000015 0.005935000000000001 0.096435000000000021 0.092405000000000029 -0.040589999999999994 0.10449000000000003 -0.073464999999999989 -0.083294999999999994 0.088845000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 8 13 -10 11 -9 -12 -5
right_child=-2 -3 3 7 5 -7 -8 10 9 -11 12 -13 -14 -15
leaf_value=0.00073525002870937983 -0.00083179512872361117 0.00073184681805059935 0.00066837523861685872 0.00015880409836750638 -0.00022916268982071949 -0.0008908718198645326 0.00012639608926483801 -0.0011820041225326851 0.0018219153743445661 0.00019330264763159184 -0.0006280444260769925 0 0.00016327523560633766 -0.0001686441902054298
leaf_weight=60 59 79 62 1565 637 54 416 61 46 75 49 56 266 244
leaf_count=60 59 79 62 1565 637 54 416 61 46 75 49 56 266 244
internal_value=0 6.78546e-05 5.30191e-05 4.11946e-05 -8.48974e-05 -0.000127826 -8.79176e-05 0.000103947 0.00015881 0.000819211 -0.000139267 -0.000622397 3.75822e-05 0.000114185
internal_weight=0 3670 3591 3531 1169 1107 1053 2362 1930 121 432 117 315 1809
internal_count=3729 3670 3591 3531 1169 1107 1053 2362 1930 121 432 117 315 1809
is_linear=0
shrinkage=0.0995203


Tree=6450
num_leaves=19
num_cat=0
split_feature=29 28 3 3 1 0 3 8 21 21 21 20 2 20 10 8 9 20
split_gain=0.00429198 0.00367976 0.00238031 0.00701272 0.0172759 0.0033639 0.00332131 0.00527324 0.00348594 0.00453625 0.0039249 0.00362091 0.00321166 0.00284347 0.00270181 0.00268803 0.00243415 0.00200182
threshold=-0.117605 0.080375000000000016 0.088285000000000016 0.089005000000000015 -0.082635 -0.233955 0.087625000000000022 -0.085385000000000003 0.085190000000000016 0.088880000000000028 0.10107500000000001 -0.085204999999999989 -0.082484999999999989 -0.009049999999999999 0.09056500000000002 -0.085814999999999989 0.086555000000000021 -0.000135
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 8 -8 11 15 -11 -2 -6 -13 17 -10 -9 -7
right_child=1 -3 3 5 12 14 7 16 9 10 -12 13 -14 -15 -16 -17 -18 -19
leaf_value=-0.00084867723807181285 0.00078746169082863132 0.00075640991764120964 0.0022986526285160851 0.00076529720522810422 -0.00048773088797617915 0.00012645374544356436 -0.0012794431204062383 0.00046523433808575674 -0.00032240230404247003 0.000784243620040919 -0.00041507497415490993 -0.00057078572815228736 0.00060210046056154121 8.3749582234473796e-05 0.0007923931543497917 -0.0013552242959336588 -0.00053612095547136615 -6.8957942953957264e-05
leaf_weight=52 67 74 49 65 55 959 55 46 54 46 65 72 52 743 46 51 50 1128
leaf_count=52 67 74 49 65 55 959 55 46 54 46 65 72 52 743 46 51 50 1128
internal_value=0 6.09937e-05 4.64837e-05 0.000105537 0.000750757 5.93711e-05 -6.41593e-05 -0.000501819 -3.22548e-06 -0.000362266 7.45651e-05 8.37747e-05 3.42561e-05 2.49211e-05 3.74752e-05 -0.000831856 -4.77775e-05 2.04437e-05
internal_weight=0 3677 3603 2354 156 2198 1249 151 1098 216 111 882 107 815 2133 105 96 2087
internal_count=3729 3677 3603 2354 156 2198 1249 151 1098 216 111 882 107 815 2133 105 96 2087
is_linear=0
shrinkage=0.0995203


Tree=6451
num_leaves=20
num_cat=0
split_feature=4 1 27 1 26 26 0 0 5 0 0 5 2 1 17 26 26 1 17
split_gain=0.00374183 0.00285443 0.00905226 0.00544757 0.00988489 0.0125236 0.00252953 0.003831 0.0023126 0.00551737 0.00848423 0.00284904 0.00247261 0.00212761 0.0103179 0.00168378 0.00963847 0.00335431 0.00133948
threshold=0.15028500000000003 -0.085184999999999997 0.081260000000000013 -0.088909999999999989 0.087625000000000022 0.089545000000000027 -0.233955 -0.229625 -0.0033300000000000001 -0.080434999999999993 -0.08269 0.26760500000000004 -0.088764999999999997 -0.083284999999999984 -0.0094900000000000002 0.10924500000000002 0.11538500000000003 -0.082195000000000004 -0.10811499999999999
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 -5 -6 -3 -8 12 10 -10 -11 -1 14 -9 17 -17 -15 -14
right_child=-2 6 -4 4 5 -7 7 13 9 11 -12 -13 18 15 -16 16 -18 -19 -20
leaf_value=-0.00028727921268188072 -0.00068725543963770439 0.00054764337747330771 0.0012821483873704769 -0.00030437727606362551 0.0024627753646567366 0.00019998047055651679 -0.00082470455028024433 -0.001527277749885924 4.0299211779390277e-05 0.00028716320118360314 -0.0017772153091931576 -0.00026185828012099775 0.00095611468443884923 -0.00079796645873709225 0.0005507873305289464 0.0015215652185032343 1.6645151732343379e-05 1.0955124833555254e-05 0.00027554672149992886
leaf_weight=52 68 83 72 66 46 53 56 46 55 215 46 165 46 52 48 49 310 2111 90
leaf_count=52 68 83 72 66 46 53 56 46 55 215 46 165 46 52 48 49 310 2111 90
internal_value=0 5.70963e-05 0.000210364 0.000116854 0.000629078 0.00125965 6.3961e-06 -1.01102e-05 -8.2553e-06 -0.000125121 -0.000779375 4.6618e-05 0.000286394 7.01465e-06 -0.00045743 2.465e-05 0.000224333 -8.11345e-06 0.000511758
internal_weight=0 3661 906 834 165 99 2755 2672 669 481 101 380 188 2616 94 2522 359 2163 136
internal_count=3729 3661 906 834 165 99 2755 2672 669 481 101 380 188 2616 94 2522 359 2163 136
is_linear=0
shrinkage=0.0995203


Tree=6452
num_leaves=17
num_cat=0
split_feature=3 3 7 26 6 26 6 26 8 2 3 3 26 2 26 8
split_gain=0.00455251 0.0227322 0.00421211 0.00373244 0.00353131 0.00311571 0.00531833 0.00372354 0.00257606 0.0026669 0.0021962 0.00219505 0.00202512 0.00100181 0.00154756 0.000700655
threshold=0.084145000000000011 0.083875000000000019 -0.074779999999999999 0.091195000000000012 0.085955000000000018 0.15222000000000005 -0.097850000000000006 0.12396500000000002 -0.42187000000000002 0.15165000000000003 0.11125500000000002 0.10502000000000002 -0.085605000000000001 -0.088764999999999997 0.0054200000000000012 -0.52017999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 12 7 -7 8 15 10 -10 -8 -1 -14 -15 -4
right_child=2 -3 5 -5 -6 6 11 -9 9 -11 -12 -13 13 14 -16 -17
leaf_value=-0.00047791543272094413 0.00077819644609415737 0.002314507997365847 0.00015144032349571684 0.00087369003758607693 -0.0007331063652112771 0.0012591098323629206 -0.0005283371633252467 -0.00085451056627360673 -0.00011099762930371617 -0.00069718649768385087 0.00011312689797523688 0.00044248457132371418 -0.00013746333239122435 0.0001422123923053802 0.00082758752711068969 0.00071917658252124183
leaf_weight=52 60 49 48 47 65 47 46 61 2339 69 528 46 59 127 46 47
leaf_count=52 60 49 48 47 65 47 46 61 2339 69 528 46 59 127 46 47
internal_value=0 0.000292114 -4.69998e-05 3.98004e-05 -7.01543e-05 -6.25772e-05 0.000397331 -8.3517e-05 -6.77303e-05 -8.44681e-05 -6.94363e-05 -3.40282e-05 7.86952e-05 0.000206981 0.000329183 0.000440938
internal_weight=0 445 3291 396 349 3231 139 3092 3031 2936 2867 92 284 232 173 95
internal_count=3736 445 3291 396 349 3231 139 3092 3031 2936 2867 92 284 232 173 95
is_linear=0
shrinkage=0.0995203


Tree=6453
num_leaves=19
num_cat=0
split_feature=3 18 30 25 18 0 3 3 9 9 9 9 0 9 3 21 3 11
split_gain=0.00387275 0.0145919 0.00311985 0.00324932 0.00208358 0.00247917 0.00288465 0.00607514 0.00427897 0.00228623 0.00954283 0.00258972 0.00207246 0.0025285 0.00158277 0.00149086 0.00102677 0.00102467
threshold=0.083955000000000016 -0.094389999999999988 0.12076500000000003 0.096120000000000025 0.23251500000000005 -0.077544999999999989 0.11125500000000002 0.11462500000000002 0.098465000000000011 0.093335000000000015 0.09518500000000002 0.090255000000000016 -0.086304999999999993 0.083540000000000017 0.083255000000000023 0.09339500000000002 0.014805000000000004 -0.072964999999999988
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 9 8 -8 -7 11 -11 -2 14 17 16 -6 -3 -14
right_child=2 12 -4 -5 15 6 7 -9 -10 10 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0017170997604479556 -1.5217866077733963e-05 0.0003959238624688393 0.00074577020995534368 0.00077579017293388916 0.00079970124331406789 -0.00048105890501414444 0.00087385632728167876 -0.00016855541721883953 0.00020819311710876343 0.0012345597620991944 -9.778506776224109e-05 -0.00038870579260888926 -0.00022946368619208588 -0.00076365796925387708 0.00075967431255467117 0 -0.00015248324571833611 0.00037863745378314005
leaf_weight=60 1637 60 49 46 46 475 65 373 108 72 201 208 57 56 48 48 75 52
leaf_count=60 1637 60 49 46 46 475 65 373 108 72 201 208 57 56 48 48 75 52
internal_value=0 0.000283467 -4.13579e-05 -5.33701e-05 -6.54208e-05 -7.94636e-05 -0.000206925 -1.19905e-05 -0.000351972 -1.76334e-05 0.000250604 -5.77675e-05 3.39363e-05 -0.000219122 0.000266577 0.000394809 8.51894e-05 5.31293e-05
internal_weight=0 408 3328 3279 3233 3139 1021 438 583 2118 273 1845 348 165 183 94 135 109
internal_count=3736 408 3328 3279 3233 3139 1021 438 583 2118 273 1845 348 165 183 94 135 109
is_linear=0
shrinkage=0.0995203


Tree=6454
num_leaves=21
num_cat=0
split_feature=5 18 9 21 1 1 7 26 26 17 1 4 17 9 0 1 8 25 26 5
split_gain=0.0021738 0.00455436 0.00460429 0.00425316 0.00307565 0.0213084 0.0024153 0.0017071 0.00301134 0.00258824 0.0043517 0.00589044 0.00238366 0.00162539 0.00143272 0.00984618 0.00460072 0.00276478 0.00241945 0.000661992
threshold=0.51100000000000012 -0.098315 0.09550500000000002 0.11932500000000003 -0.091829999999999995 -0.094454999999999997 0.093110000000000012 0.090545000000000028 0.10519000000000002 -0.096019999999999994 -0.50763499999999995 0.086545000000000025 -0.016209999999999999 0.22832000000000005 -0.073219999999999993 -0.079434999999999992 -0.051259999999999993 0.081855000000000025 0.096685000000000021 0.022285000000000003
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 7 13 9 -9 10 -1 -12 -11 14 17 -16 -17 18 -6 -14
right_child=1 -3 3 -5 6 -7 -8 8 -10 12 11 -13 19 -15 15 16 -18 -19 -20 -21
leaf_value=0.00043505640392578639 0.00051597790553255978 -0.0011334810816149028 -0.0011829494895043962 0.00013521529930873792 -7.1896375046609225e-05 0.0019838888496434507 0.00067305094239233931 0.00086053279616419578 -0.00019252933648388599 0.00066080755045127692 -0.0010065556059180875 0.00031876460166857626 0.00011409324892576095 0.00052889391662065818 -0.0015889483830409607 0.00015861520355735752 -0.00050759982283928799 0.00074002095292083423 0.00022266585036632427 -0.00036788687780210888
leaf_weight=54 76 51 48 47 1986 61 48 57 49 67 107 47 65 49 46 310 153 47 320 48
leaf_count=54 76 51 48 47 1986 61 48 57 49 67 107 47 65 49 46 310 153 47 320 48
internal_value=0 -0.000307212 -5.59936e-05 -0.000522188 1.38303e-05 0.000228966 -2.62446e-05 1.06077e-05 0.000366017 -8.43788e-05 -0.000324948 -0.000596759 0.000189064 -3.80566e-05 -4.80494e-05 -0.000199575 -5.97699e-05 -1.49234e-05 -3.06654e-05 -8.33973e-05
internal_weight=0 222 171 95 3514 555 2959 494 106 388 208 154 180 2911 2862 509 463 2353 2306 113
internal_count=3736 222 171 95 3514 555 2959 494 106 388 208 154 180 2911 2862 509 463 2353 2306 113
is_linear=0
shrinkage=0.0995203


Tree=6455
num_leaves=21
num_cat=0
split_feature=26 0 1 2 2 20 20 0 9 0 0 1 26 2 6 8 8 9 27 0
split_gain=0.00181826 0.00217873 0.00529077 0.0281324 0.00290679 0.00279089 0.00372861 0.00231546 0.00664255 0.00305462 0.00244925 0.00255214 0.00195645 0.00434315 0.00360994 0.00315471 0.00733324 0.00415995 0.00309123 0.00141883
threshold=0.40795000000000009 -0.077544999999999989 -0.091829999999999995 -0.086050000000000001 -0.089549999999999991 -0.15398499999999998 -0.09529 -0.079805000000000001 0.093335000000000015 -0.080500000000000002 -0.081534999999999982 0.44303500000000012 -0.063069999999999987 -0.032624999999999994 -0.031674999999999995 -0.062834999999999988 -0.046889999999999994 0.097365000000000021 0.085775000000000032 -0.086855000000000002
decision_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 19 -3 -7 9 -9 10 11 -4 13 14 -8 17 -17 -14 -15 -1
right_child=-2 5 7 -5 -6 6 12 8 -10 -11 -12 -13 15 18 -16 16 -18 -19 -20 -21
leaf_value=-0.0001477370996627101 0.00043719333857386149 0.00045421228803005609 -6.62871536319619e-05 0.0025283497378694761 -0.00078239046179209512 -0.00098809717735664354 0.0011823587858167891 -0.00012963474762729501 0.0012652339239469723 -0.00079554806547507998 0.00048889150219843885 0.00045961527203655178 -0.00020318407099529856 0.00022658458934057647 5.0224883310786494e-06 -0.00117708523274883 -0.00015006990043113589 0.00042822152461023379 -0.00081099429698500126 0.0005329685530287403
leaf_weight=70 90 77 1808 52 47 52 53 91 53 51 91 96 378 56 53 93 275 142 56 52
leaf_count=70 90 77 1808 52 47 52 53 91 53 51 91 96 378 56 53 93 275 142 56 52
internal_value=0 -1.55213e-05 3.9282e-05 0.000503421 -0.000114791 -0.000123173 -0.000162272 -7.18201e-06 0.00037807 -3.46966e-05 -1.48359e-05 -3.93411e-05 -0.000122705 0.000142307 0.000601414 -0.000188686 -0.000411839 -2.91875e-05 -0.000284896 0.00013569
internal_weight=0 3646 2411 221 169 1235 1158 2190 144 2046 1995 1904 1106 218 106 888 368 520 112 122
internal_count=3736 3646 2411 221 169 1235 1158 2190 144 2046 1995 1904 1106 218 106 888 368 520 112 122
is_linear=0
shrinkage=0.0995203


Tree=6456
num_leaves=18
num_cat=0
split_feature=28 18 8 3 17 0 6 6 6 8 17 17 0 20 9 8 17
split_gain=0.0129028 0.0049402 0.00309404 0.00302591 0.00801336 0.0257824 0.00262229 0.00559948 0.00302762 0.004997 0.00240281 0.00508783 0.0025982 0.00241559 0.00330389 0.0021651 0.00173002
threshold=0.080855000000000024 0.19545000000000004 -0.082244999999999999 0.085965000000000028 0.052150000000000009 -0.086304999999999993 0.087670000000000012 0.088750000000000023 0.085760000000000017 -0.085764999999999994 0.50214000000000014 0.51362000000000008 -0.078664999999999999 0.24030500000000005 0.13087500000000005 -0.090969999999999995 0.41106500000000007
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 8 -8 15 -10 13 -12 -13 14 16 -1 -5
right_child=-2 2 -4 10 5 -7 7 -9 9 -11 11 12 -14 -15 -16 -17 -18
leaf_value=0.00026508867087163382 -0.0013248650503048885 0 0.0010563610485080264 -1.1543205283943449e-06 0.00015759802829562643 -0.0027463557184188789 -0.0012090754703028602 0.0002017939497756323 -0.00019020886243139044 0.0010642238520502726 -0.0010832154504480734 -0.00034439776941594245 0.00056023966559185976 -0.00064948262353257253 0.00075277510700815821 -0.00025632407347633872 0.00057333100699824677
leaf_weight=103 79 46 65 2418 78 49 58 52 62 62 63 82 51 53 61 323 53
leaf_count=103 79 46 65 2418 78 49 58 52 62 62 63 82 51 53 61 323 53
internal_value=0 -3.88755e-05 0.000614313 -5.94256e-05 -0.000231757 -0.00095638 -9.10819e-05 -0.000534677 -8.74445e-07 0.000430406 -1.03628e-05 -0.000346485 0 1.4806e-05 2.90343e-05 -0.000128333 1.08364e-05
internal_weight=0 3679 111 3568 787 127 660 110 550 124 2781 196 133 2585 2532 426 2471
internal_count=3758 3679 111 3568 787 127 660 110 550 124 2781 196 133 2585 2532 426 2471
is_linear=0
shrinkage=0.0995203


Tree=6457
num_leaves=14
num_cat=0
split_feature=28 17 6 6 3 4 9 3 17 3 5 20 9
split_gain=0.0104616 0.00317475 0.00296044 0.00605302 0.00467099 0.00555995 0.00806695 0.0022187 0.00702073 0.0227138 0.00231899 0.00186622 0.00192615
threshold=0.080855000000000024 -0.57205499999999987 0.11884000000000002 0.11481500000000001 0.096775000000000014 0.09939000000000002 0.097510000000000027 0.085965000000000028 0.052150000000000009 0.083725000000000022 -0.0089549999999999994 0.16383500000000004 0.11222500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 -4 6 -6 8 10 -10 -3 12 -9
right_child=-2 2 4 -5 5 -7 -8 11 9 -11 -12 -13 -14
leaf_value=0.00075166749069057424 -0.0011930141607708693 -0.00020830853233515215 0.0011540463587447303 -0.0010776866302694688 -0.0013276158492703555 0.00094873564528708779 0.00034318954711488176 -1.4933945598916705e-05 0.0002863448440642386 -0.0024214178944177559 0.00018577282039892814 -0.00050314869617742108 0.00034602948264596663
leaf_weight=50 79 412 50 58 47 49 72 2359 70 54 229 73 156
leaf_count=50 79 412 50 58 47 49 72 2359 70 54 229 73 156
internal_value=0 -3.49973e-05 -4.60615e-05 -6.89817e-05 0.000308811 5.23794e-05 -0.000309829 -5.1289e-05 -0.000200229 -0.000886241 -6.62442e-05 -6.94685e-06 7.13034e-06
internal_weight=0 3679 3629 3411 218 168 119 3353 765 124 641 2588 2515
internal_count=3758 3679 3629 3411 218 168 119 3353 765 124 641 2588 2515
is_linear=0
shrinkage=0.0995203


Tree=6458
num_leaves=21
num_cat=0
split_feature=28 0 1 2 0 17 6 6 2 2 2 17 8 3 26 8 8 9 22 2
split_gain=0.0084828 0.00262973 0.00674309 0.0181709 0.00411005 0.00329312 0.00299501 0.00527606 0.00223438 0.00461412 0.00370535 0.00171425 0.00148627 0.00385314 0.0084476 0.00706414 0.0037225 0.00312778 0.002353 0.00190972
threshold=0.080855000000000024 -0.077174999999999994 -0.091259999999999994 -0.08453999999999999 -0.078479999999999994 -0.53299999999999992 0.08463500000000003 0.089315000000000019 -0.082025000000000001 -0.082954999999999987 -0.080695000000000003 0.51362000000000008 -0.066829999999999987 0.094285000000000022 0.090545000000000028 -0.070134999999999989 -0.062834999999999988 0.097365000000000021 0.078345000000000012 0.096520000000000022
decision_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 -1 -8 9 -7 -10 12 13 14 -3 17 -14 -15 19 -18
right_child=-2 11 4 -5 -6 8 7 -9 10 -11 -12 -13 16 15 -16 -17 18 -19 -20 -21
leaf_value=0.00048973197719600617 -0.0010742851681927055 -0.000223092037284127 0.00078860459383524664 -0.0023719744611040475 -0.00071921588574565655 -4.5016301007395154e-05 -0.0011049613092439319 0.00010338840319021232 0.00047866544588451423 -0.00065427091817298402 -1.2980598859868175e-05 0.0006846675831528831 0.00095500785043245353 -0.00020705516719469631 0.0014375139231039128 -0.0012227959885123911 -3.806028417259893e-05 0.00051958385023013521 0.00073134471209616349 0.00051670638115126704
leaf_weight=50 79 78 50 46 84 731 61 84 178 149 1014 46 54 255 49 59 493 76 52 70
leaf_count=50 79 78 50 46 84 731 61 84 178 149 1014 46 54 255 49 59 493 76 52 70
internal_value=0 -3.14701e-05 -9.13355e-05 -0.000591385 -3.63353e-05 -8.91749e-06 -0.00016715 -0.000399306 -2.85578e-05 -0.000149104 5.97496e-05 8.67702e-05 6.289e-05 -6.27053e-05 0.000411169 -0.000219117 0.000161173 -3.77403e-05 9.01394e-05 2.9462e-05
internal_weight=0 3679 2447 241 2206 2122 195 145 2072 880 1192 1232 1186 517 127 390 669 331 615 563
internal_count=3758 3679 2447 241 2206 2122 195 145 2072 880 1192 1232 1186 517 127 390 669 331 615 563
is_linear=0
shrinkage=0.0995203


Tree=6459
num_leaves=20
num_cat=0
split_feature=28 18 20 9 9 0 5 5 9 0 5 20 1 2 21 2 26 29 1
split_gain=0.00690982 0.00355629 0.00204073 0.00185473 0.0220102 0.0194103 0.00300009 0.00741775 0.00618825 0.00270487 0.00339794 0.00241781 0.00312574 0.00266176 0.00225674 0.00231684 0.00388935 0.00198271 0.00172501
threshold=0.080375000000000016 0.19545000000000004 -0.080044999999999991 0.084595000000000017 0.084915000000000032 -0.084964999999999999 -0.0091849999999999987 -0.011514999999999999 0.083715000000000026 -0.23032 -0.09583499999999999 -1.0000000180025095e-35 -0.013975 -0.0064000000000000003 0.13118000000000005 -0.047824999999999999 -0.23202999999999999 0.0044100000000000016 0.11120500000000003
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 -5 7 9 11 10 -1 12 -8 -13 15 16 -6 -11 -17
right_child=-2 2 -4 4 14 -7 8 -9 -10 17 -12 13 -14 -15 -16 18 -18 -19 -20
leaf_value=-0.00085224740212349671 -0.00095211656877815633 0.0010272711666533599 0.00014555220047378779 -0.00016417453589314207 -0.00092013075148524774 -0.0029013118793802376 0.00073340779658355025 -0.0011481173351103571 0.001081728822042395 0.00015168441344776124 0.00020484317199320946 -0.00046020791529067308 -0.00025001854006842397 0.00020240603425615764 -0.00057175067699387838 2.1388676668947768e-05 -1.2614883811600562e-05 -0.00045015461208523219 0.00089770575476181647
leaf_weight=72 82 47 64 53 48 51 98 58 75 607 50 111 46 129 74 46 1941 59 47
leaf_count=72 82 47 64 53 48 51 98 58 75 607 50 111 46 129 74 46 1941 59 47
internal_value=0 -2.789e-05 0.000526268 -4.53739e-05 -0.00010004 -0.0015143 4.86699e-05 -6.16989e-05 0.000253878 1.72271e-05 -0.000412304 9.00567e-05 0.000413573 -0.000100642 -3.14403e-05 -1.1843e-05 -3.49273e-05 9.71391e-05 0.000473061
internal_weight=0 3676 111 3565 2260 104 1305 846 459 788 122 384 144 240 2156 2082 1989 666 93
internal_count=3758 3676 111 3565 2260 104 1305 846 459 788 122 384 144 240 2156 2082 1989 666 93
is_linear=0
shrinkage=0.0995203


Tree=6460
num_leaves=26
num_cat=0
split_feature=3 5 3 3 5 17 0 5 3 17 26 3 26 26 8 0 26 0 0 6 11 27 30 3 6
split_gain=0.00259203 0.00697293 0.00689277 0.0208035 0.0367781 0.00765176 0.00976943 0.00978995 0.00671365 0.00509675 0.00442332 0.00370396 0.00292938 0.00750336 0.00744314 0.00308922 0.00418401 0.00309764 0.00289511 0.0025123 0.00238871 0.00465365 0.00308856 0.00195018 0.00135893
threshold=0.085965000000000028 0.16703000000000004 0.08844500000000001 0.08785500000000003 -0.017704999999999995 -0.065699999999999995 -0.085684999999999997 -0.015214999999999999 0.087445000000000023 0.0084900000000000028 0.084645000000000012 0.088685000000000028 0.088435000000000027 0.086760000000000018 -0.085764999999999994 -0.087504999999999986 0.085005000000000011 -0.090124999999999997 -0.087394999999999987 0.08463500000000003 -0.38234499999999999 0.10868000000000001 0.10484500000000002 0.08888500000000002 -0.015744999999999999
decision_type=2 2 2 2 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 -5 8 9 -8 10 -7 -2 -4 13 15 -15 17 19 24 -14 -17 -13 22 23 -22 -1
right_child=2 -3 11 4 -6 6 7 -9 -10 -11 -12 20 18 14 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=-0.00020527863289205041 0.000673042205207199 -0.0011939534711545229 -0.00083219798477023738 0.0036858995606715728 0.00019477514292213558 0.00034146692304330072 0.0021248226773351955 0.0001838453047080153 -0.0014791154466049119 -0.00093156121469630784 -0.00070677261230078564 -0.0005593354924479818 -8.9118693779816524e-05 1.8011952377365235e-05 -0.0016778697554990488 0.00023511146633563025 0.00089700114823399466 -0.00089786594240867863 0.00093757637914227419 -0.00059442285728962107 0.0006851722202674763 0.00089984126036627972 -0.00069843097967740029 5.4668435235878329e-05 0.00033556791383261125
leaf_weight=137 46 53 47 49 78 79 51 54 47 51 46 60 48 47 54 155 79 50 59 47 50 66 53 2166 69
leaf_count=137 46 53 47 49 78 79 51 54 47 51 46 60 48 47 54 155 79 50 59 47 50 66 53 2166 69
internal_value=0 -9.0844e-05 0.000110941 0.000447363 0.00154819 7.13632e-05 0.000419483 0.0011344 -0.000511295 -0.000151655 -7.96711e-06 4.15852e-05 -1.12689e-05 -9.31578e-05 -0.000880592 5.34201e-05 0.000282447 -0.000194775 0.000469352 3.80483e-05 5.90743e-05 7.53155e-05 5.09712e-05 6.9264e-05 -2.01473e-05
internal_weight=0 798 2943 501 127 374 235 105 139 130 92 2442 745 638 101 537 281 256 107 202 2395 2335 2269 2216 206
internal_count=3741 798 2943 501 127 374 235 105 139 130 92 2442 745 638 101 537 281 256 107 202 2395 2335 2269 2216 206
is_linear=0
shrinkage=0.0995203


Tree=6461
num_leaves=38
num_cat=0
split_feature=2 9 0 9 9 3 9 3 9 9 1 18 8 9 0 6 8 18 2 4 4 9 9 0 0 0 6 20 20 5 6 20 3 3 3 4 5
split_gain=0.0025712 0.0088345 0.0096555 0.00508065 0.0175677 0.00465529 0.00994935 0.00480896 0.0040714 0.00378794 0.00377449 0.00668634 0.0036353 0.00616561 0.00817515 0.00548057 0.00630071 0.00286223 0.00690814 0.00455078 0.00489423 0.00402874 0.00268598 0.0025681 0.0051379 0.00434577 0.00445092 0.00327128 0.00718686 0.00522456 0.00314494 0.00444014 0.001584 0.00449645 0.00417656 0.00121091 0.00110735
threshold=-0.076254999999999989 0.081605000000000025 -0.093375 0.08846500000000003 0.08888500000000002 0.11125500000000002 0.093705000000000024 0.10792500000000002 0.097035000000000024 0.091750000000000012 -0.092954999999999996 -0.088579999999999992 -0.086304999999999993 0.087695000000000009 -0.084474999999999995 -0.079164999999999999 -0.085499999999999993 -0.070914999999999992 -0.070354999999999987 0.079660000000000022 0.086825000000000027 0.091070000000000026 0.087155000000000024 -0.071340000000000001 -0.066264999999999991 -0.077174999999999994 1.0000000180025095e-35 -0.071149999999999991 -0.077044999999999988 -0.093384999999999982 0.093245000000000022 -0.009049999999999999 0.10393500000000001 0.11868500000000003 0.14166500000000004 0.10925500000000002 0.19791500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -5 7 -7 9 -8 -6 11 -3 13 14 -12 22 -17 18 -2 21 -21 -20 -14 25 -25 27 -27 28 29 -19 31 -29 35 -34 -35 -26 -22
right_child=17 3 -4 4 5 6 8 -9 -10 -11 12 -13 15 -15 -16 16 -18 23 19 20 36 -23 -24 24 32 26 -28 30 -30 -31 -32 -33 33 34 -36 -37 -38
leaf_value=0.0021007529596044606 -0.0011346217324766708 -0.0015301496520863313 0.00020063364245129889 0.001914369463258677 -0.00018303982045214876 0.0017868167147478771 -0.00057953781609195972 -0.00092456915881317916 0.00053800967930691713 0.00029077495812673457 -0.00025570864617876772 -3.0329651143906647e-05 2.9745262996967293e-06 -0.0012189623571923394 0.0010991742922775737 0.0013225534740723107 0.00018820929680806752 -0.00049623313746895604 0.00096713692608041163 -0.00124252649509714 -0.00032788608033311613 -0.00019284741632756886 -0.00093612307758836214 -0.0011139780116322267 0.00057427167183440365 9.4546937145953869e-05 0.0014769350695405859 -0.00046882608239559598 0.0014848474305107467 0.00067047166658860849 -0.00083261428048158226 0.00021497323308165603 -0.00086844464532108868 0.00083556120737198478 -0.00024946473731269161 -7.3700864551976981e-05 0.00028738833000225254
leaf_weight=46 75 46 65 59 282 50 49 49 93 406 323 85 63 53 51 56 387 79 62 48 63 55 55 50 61 49 46 137 46 73 50 300 67 52 107 50 53
leaf_count=46 75 46 65 59 282 50 49 49 93 406 323 85 63 53 51 56 387 79 62 48 63 55 55 50 61 49 46 137 46 73 50 300 67 52 107 50 53
internal_value=0 0.000129418 0.000995446 8.34057e-05 0.000248036 0.000141328 0.000578013 2.64535e-05 0.000146612 9.53761e-05 -6.12202e-05 -0.000563233 4.51378e-06 -0.000213445 -6.87629e-05 0.00017187 0.000333451 -3.81876e-05 -0.000285466 -5.59098e-05 -0.000396747 0.000414848 -0.000427803 3.65447e-05 -0.000172097 0.000141112 0.000772531 5.23481e-05 0.000394167 5.87065e-05 -8.49445e-05 0 -2.99222e-05 -0.000183316 0.000100238 0.000275017 -3.97122e-05
internal_weight=0 2218 111 2107 988 929 192 737 142 688 1119 131 988 427 374 561 443 1523 356 281 164 117 118 1167 387 780 95 685 198 152 487 437 337 226 159 111 116
internal_count=3741 2218 111 2107 988 929 192 737 142 688 1119 131 988 427 374 561 443 1523 356 281 164 117 118 1167 387 780 95 685 198 152 487 437 337 226 159 111 116
is_linear=0
shrinkage=0.0995203


Tree=6462
num_leaves=20
num_cat=0
split_feature=23 7 5 5 5 0 26 20 17 8 29 26 21 26 26 26 26 26 19
split_gain=0.00232632 0.00443125 0.00327341 0.00916972 0.0133726 0.0128012 0.0135433 0.00743472 0.00396927 0.00197277 0.00195206 0.00263316 0.00277103 0.00250735 0.00120358 0.00153087 0.00317917 0.00215526 0.00123513
threshold=-0.046924999999999994 0.057265000000000017 -0.082179999999999989 -0.10123 -0.09583499999999999 -0.084269999999999998 0.089545000000000027 -0.053499999999999999 -0.0062099999999999994 0.11446000000000002 -0.046564999999999995 -0.019129999999999998 0.098000000000000018 -0.078844999999999985 0.15222000000000005 0.11991000000000003 0.11746500000000003 0.11538500000000003 -0.13541
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 9 -5 7 -7 -6 -9 10 13 -12 -13 -2 15 16 17 18 -4
right_child=2 -3 14 4 5 6 -8 8 -10 -11 11 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00015809869525345625 -5.1021491725171193e-05 -0.0011397824327040184 0.00051170156438730776 0.0022243157550368492 0.00083186768063022527 0.00013140689444112908 0.0024899687601075077 -0.0011842158179774926 -5.4692820628087616e-05 0.00064939060315672619 0.00041611436711999091 -0.0003152383891103368 0.00022962244024715808 0.00088162258965349875 0.00038651061218267685 -0.00041824459905098434 0.00081090506783545373 -0.00065364358397290365 -3.5577681948251834e-06
leaf_weight=58 63 46 47 46 61 49 49 51 82 46 84 384 120 50 80 86 48 50 2241
leaf_count=58 63 46 47 46 61 49 49 51 82 46 84 384 120 50 80 86 48 50 2241
internal_value=0 -0.000408093 6.83398e-05 0.000213163 0.00064334 0.000391478 0.00131904 -7.28655e-05 -0.000493974 1.7422e-05 -2.28804e-05 -9.67789e-05 -0.000183885 0.000354409 6.44651e-06 -5.52215e-06 9.01076e-06 -7.1023e-06 6.66889e-06
internal_weight=0 104 3637 1085 338 292 98 194 133 747 701 588 504 113 2552 2472 2386 2338 2288
internal_count=3741 104 3637 1085 338 292 98 194 133 747 701 588 504 113 2552 2472 2386 2338 2288
is_linear=0
shrinkage=0.0995203


Tree=6463
num_leaves=24
num_cat=0
split_feature=8 8 17 17 4 1 17 8 24 2 3 9 3 5 5 8 3 0 0 20 0 5 20
split_gain=0.00220442 0.00867446 0.00339027 0.0234164 0.00297103 0.00266317 0.0048406 0.00236437 0.00208081 0.0017996 0.00473816 0.00871938 0.00429654 0.00294976 0.0055712 0.00445351 0.00136181 0.00238441 0.00432909 0.000963562 0.00183453 0.00171021 0.000351314
threshold=-0.088734999999999994 -0.089779999999999985 -0.0064000000000000003 -0.013125 0.13707500000000003 -0.078729999999999994 0.0031350000000000006 -0.087844999999999993 -1.0000000180025095e-35 -0.076254999999999989 0.11125500000000002 0.093425000000000022 0.10792500000000002 -0.045014999999999993 -0.039649999999999998 -0.080659999999999996 0.13345500000000002 -0.14680499999999999 -0.11239999999999999 -0.053499999999999999 -0.096359999999999987 0.0029100000000000007 -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
left_child=1 2 3 19 7 6 -4 -2 -9 10 12 -12 -10 15 -15 -11 17 -7 -19 22 -21 -22 -1
right_child=4 -3 5 -5 -6 16 -8 8 9 13 11 -13 -14 14 -16 -17 -18 18 -20 20 21 -23 -24
leaf_value=3.5580456181478126e-05 -0.00048842810561574028 0.0013991981293622953 -0.0012267358466660587 0.0022684898882204111 -0.00059043995839102713 0.00077198598668855431 6.9292706334480984e-07 0.0006845350555835716 6.6602462829025549e-05 -0.00076542218598140137 0.0016662316833619204 0.00010876047002294669 -0.00090986323228578784 -0.0012500061727981611 -0.0001272042421952461 0.00024096132819695874 -0.00026719490061329391 -0.00063387935041786514 0.00034387828120960252 -0.00056192028422026976 0.00044656605538765439 -0.00030260237892718961 0.00044637739039164379
leaf_weight=46 86 55 49 53 80 56 87 49 1432 49 52 117 46 48 536 376 82 65 144 67 63 57 46
leaf_count=46 86 55 49 53 80 56 87 49 1432 49 52 117 46 48 536 376 82 65 144 67 63 57 46
internal_value=0 0.000188296 0.000105574 0.000350769 7.12955e-06 -6.12705e-05 -0.000435523 2.45513e-05 4.11631e-05 2.89855e-05 9.33265e-05 0.000592827 3.56579e-05 -7.52277e-05 -0.000220891 0.000123005 8.30517e-05 0.000194519 3.5874e-05 -1.0595e-05 -0.000143119 8.38892e-05 0.000249877
internal_weight=0 870 815 332 2871 483 136 2791 2705 2656 1647 169 1478 1009 584 425 347 265 209 279 187 120 92
internal_count=3741 870 815 332 2871 483 136 2791 2705 2656 1647 169 1478 1009 584 425 347 265 209 279 187 120 92
is_linear=0
shrinkage=0.0995203


Tree=6464
num_leaves=9
num_cat=0
split_feature=17 6 13 21 12 27 10 10
split_gain=0.00588152 0.0111131 0.00220139 0.00190157 0.00175961 0.00199511 0.00276315 0.00489203
threshold=0.51734000000000024 -0.031674999999999995 0.089365000000000014 0.15372000000000005 0.078440000000000024 0.10868000000000001 0.090150000000000022 0.086275000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=-2.0271432023432466e-05 0.00011592031581344834 -0.0017860793042469272 0.00065967911263252878 -0.00050550625789174406 -0.00059472564037491309 0.00052790560716469185 -0.00070356528872715077 0.00092607954346058253
leaf_weight=3280 68 54 47 80 51 68 57 55
leaf_count=3280 68 54 47 80 51 68 57 55
internal_value=0 -0.000719239 -1.63629e-05 -2.54391e-05 -1.42673e-05 -5.47483e-06 -1.64089e-05 -4.41897e-06
internal_weight=0 122 3638 3591 3511 3460 3392 3335
internal_count=3760 122 3638 3591 3511 3460 3392 3335
is_linear=0
shrinkage=0.0995203


Tree=6465
num_leaves=9
num_cat=0
split_feature=19 5 10 8 17 4 21 23
split_gain=0.0150398 0.00204788 0.0042221 0.00483804 0.00382279 0.00180214 0.00194822 0.00223868
threshold=0.14071500000000006 0.63455500000000009 0.086275000000000018 0.095985000000000015 -0.55754499999999996 0.15221500000000004 0.15372000000000005 -0.046924999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 7 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00069143698378965361 -0.0018240599371106172 -0.00059482576097527292 5.9214712865776418e-05 0.0013362332117564581 -0.00054487081317574628 0.000537263787072572 -0.00059441929970855431 4.9305529211281066e-06
leaf_weight=83 46 59 77 49 75 59 57 3255
leaf_count=83 46 59 77 49 75 59 57 3255
internal_value=0 -1.30937e-05 -3.47927e-06 0.00056233 -2.3913e-05 -7.59753e-06 -1.73305e-05 -7.20653e-06
internal_weight=0 3714 3655 126 3529 3446 3387 3330
internal_count=3760 3714 3655 126 3529 3446 3387 3330
is_linear=0
shrinkage=0.0995203


Tree=6466
num_leaves=16
num_cat=0
split_feature=21 26 26 20 5 5 26 3 26 2 21 3 4 5 0
split_gain=0.00269174 0.0140562 0.00329896 0.00310311 0.0023723 0.00367323 0.00281012 0.00562329 0.00266284 0.00169033 0.00166506 0.00152262 0.00182306 0.00128362 0.00114631
threshold=-0.070074999999999985 0.089275000000000021 0.084645000000000012 -0.048779999999999997 -0.49053999999999998 -0.5087799999999999 -0.22491999999999998 0.11225500000000002 -0.126245 -0.022909999999999996 0.086155000000000023 -0.13947499999999999 0.14566000000000004 -0.067559999999999995 -0.086855000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 10 7 -6 -8 -1 -2 -10 13 -13 -4
right_child=4 -3 14 -5 6 -7 8 -9 11 -11 -12 12 -14 -15 -16
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leaf_weight=54 62 48 46 87 91 79 67 47 51 50 84 923 58 1967 46
leaf_count=54 62 48 46 87 91 79 67 47 51 50 84 923 58 1967 46
internal_value=0 -0.000303006 -3.2968e-05 -0.000271479 -5.53237e-06 0.000306536 -2.77028e-05 -0.000467117 -7.65785e-06 8.84415e-05 5.0877e-06 -2.17842e-05 -1.21733e-05 -2.35318e-05 0.000453304
internal_weight=0 331 283 191 3429 225 3204 138 3066 104 146 2999 2948 2890 92
internal_count=3760 331 283 191 3429 225 3204 138 3066 104 146 2999 2948 2890 92
is_linear=0
shrinkage=0.0995203


Tree=6467
num_leaves=8
num_cat=0
split_feature=19 13 5 2 23 12 6
split_gain=0.011821 0.00169557 0.00154631 0.00232704 0.00314288 0.00232421 0.00185408
threshold=0.14071500000000006 0.089365000000000014 0.63455500000000009 -0.22383 0.086650000000000019 0.078440000000000024 -0.13578499999999999
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.00049397998661861251 -0.0016144094705428662 0.00058459939023462672 -0.00052230449230406862 0.00019612185674512518 -0.00074155266324838582 -0.00071133337799846258 -2.669955692698926e-05
leaf_weight=89 46 47 59 422 59 46 2992
leaf_count=89 46 47 59 422 59 46 2992
internal_value=0 -8.87728e-06 -1.67071e-05 -8.21242e-06 -2.11461e-05 -8.62515e-06 6.03319e-07
internal_weight=0 3714 3667 3608 3519 3460 3414
internal_count=3760 3714 3667 3608 3519 3460 3414
is_linear=0
shrinkage=0.0995203


Tree=6468
num_leaves=29
num_cat=0
split_feature=28 17 5 8 2 2 8 6 5 1 9 4 6 6 18 17 6 2 2 2 2 6 18 2 1 5 5 9
split_gain=0.00808379 0.00507727 0.00591207 0.00444918 0.00480515 0.00452041 0.0118446 0.00557428 0.00411269 0.0276698 0.00465187 0.00865599 0.00383342 0.0038315 0.0107201 0.00704445 0.00337083 0.00335725 0.00639484 0.00514084 0.00529081 0.00468405 0.00306007 0.0029242 0.00235141 0.00225444 0.00222474 0.00171345
threshold=0.080375000000000016 0.033280000000000011 -0.040404999999999996 -0.069939999999999988 -0.032624999999999994 -0.077544999999999989 -0.081415000000000001 0.089090000000000016 -0.093875 1.0000000180025095e-35 0.11408000000000003 0.14566000000000004 -0.031674999999999995 0.10877500000000002 -0.069565000000000002 0.12576000000000004 -0.081250000000000003 -0.079739999999999991 -0.078914999999999999 -0.080484999999999987 -0.080874999999999989 0.087075000000000027 -0.014825 -0.077115000000000003 0.10924000000000002 -0.082635 0.23074000000000006 -0.087554999999999994
decision_type=2 2 2 2 2 2 2 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 16 7 27 12 9 -1 11 24 -3 15 -15 -4 -5 19 -19 20 21 -10 -17 -18 -11 -20 -27 -7
right_child=-2 2 13 4 -6 6 -8 -9 17 10 -12 -13 -14 14 -16 22 23 18 25 -21 -22 -23 -24 -25 -26 26 -28 -29
leaf_value=-0.0021381091375612363 0.00096473499783526458 0.00017085856543909534 0.00095231775811376095 0.0012638790315946456 -0.00037002833090978617 -0.00055562789747728525 -0.0017998057171409987 0.0009438472305521821 0 0.00038677504528428978 -0.00085098035351522316 0.0013371037058303959 -0.00092185148779470676 0.0019796973406618588 -2.6778855301886482e-05 -0.00055416827300010468 -0.00023142638739736076 0.0012284103637943506 0.00058288887633863701 -0.00107589416219272 0.00091238806220562138 -0.00040659382235331382 0.00041824885166285962 0.00080548816523362326 -0.00024643465379480445 -0.00014706555662675759 0.00021278698159447673 0.00017530044748701205
leaf_weight=74 82 85 90 55 67 48 55 57 819 74 63 47 50 54 50 84 52 48 70 56 49 429 51 54 261 443 276 92
leaf_count=74 82 85 90 55 67 48 55 57 819 74 63 47 50 54 50 84 52 48 70 56 49 429 51 54 261 443 276 92
internal_value=0 -3.42941e-05 0.000164127 -1.67478e-05 0.000330549 -0.000223472 -0.000561702 0.00011578 -0.00010374 -0.00035585 -5.76344e-05 7.10624e-05 -0.000227785 0.000504723 0.00100717 0.000268841 0.000627178 -4.36191e-05 0.000112502 -0.000140804 -9.97991e-05 -0.000140196 -0.000180747 0.00028909 -0.000104118 4.35759e-05 -7.79166e-06 -6.94563e-05
internal_weight=0 3653 944 615 228 387 195 192 2709 519 445 382 135 329 104 225 161 2190 837 1353 1297 1248 135 106 335 789 719 140
internal_count=3735 3653 944 615 228 387 195 192 2709 519 445 382 135 329 104 225 161 2190 837 1353 1297 1248 135 106 335 789 719 140
is_linear=0
shrinkage=0.0995203


Tree=6469
num_leaves=30
num_cat=0
split_feature=28 3 5 3 3 3 3 5 5 5 1 8 9 3 26 6 6 3 3 26 18 6 8 10 20 3 20 9 6
split_gain=0.00655459 0.00434496 0.0056452 0.0201136 0.00383755 0.00718939 0.00639583 0.00350946 0.00568936 0.00852095 0.00534064 0.00399391 0.00696076 0.00322796 0.00282076 0.00491932 0.00856874 0.00698981 0.00482553 0.00307291 0.00332412 0.00278883 0.00250928 0.00262081 0.00225553 0.00498449 0.00296712 0.00193403 0.000485707
threshold=0.080375000000000016 0.089985000000000023 -0.092239999999999989 0.086535000000000015 0.097595000000000029 0.096035000000000023 0.096775000000000014 -0.071044999999999983 -0.040404999999999996 -0.020485 -0.072579999999999992 -0.087635000000000005 0.092225000000000015 0.084620000000000015 0.087745000000000031 0.086965000000000028 0.08866000000000003 0.087625000000000022 0.086285000000000014 0.087260000000000018 0.093060000000000018 0.08463500000000003 -0.49499500000000002 0.086165000000000019 -0.078725000000000003 0.10457000000000002 -0.075334999999999999 0.084290000000000018 -0.242115
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 11 10 -10 -9 -3 -13 27 19 18 -17 -18 -16 20 21 -4 -6 24 25 -24 -26 28 -1
right_child=-2 4 14 -5 22 6 -8 8 9 -11 -12 12 -14 -15 15 16 17 -19 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30
leaf_value=-0.00013961590609771359 0.00086872426681299203 -0.00028775625552052289 7.2062507811429221e-05 -0.0017815735148738814 -0.00062279764621640918 0.001776783988317649 0.00023220073228002349 3.9006180705519944e-05 0.0012905803526808183 -7.5649046214091304e-05 -0.0014084348132055477 0.0013187543582952386 1.9414255751778141e-05 0.0006532553639208784 0.00096545846190612217 -0.0013329394241261118 0.0006640551338451988 -0.00054754278790318425 -0.00030157026581373542 0.000727008864354822 0.00077697344899000981 -0.0003489586430698881 -0.00092498083001444633 -0.00052076089361315081 0.00068001000313292273 2.8395251493038907e-05 5.3031362959518202e-05 -0.00058254771765465379 0.0003013853756658445
leaf_weight=51 82 55 482 91 69 53 56 47 54 273 52 84 82 52 54 85 70 143 65 61 50 229 72 91 83 215 803 85 46
leaf_count=51 82 55 482 91 69 53 56 47 54 273 52 84 82 52 54 85 70 143 65 61 50 229 72 91 83 215 803 85 46
internal_value=0 -3.08512e-05 -0.00015644 -0.00052593 6.2783e-05 0.000242043 0.000990747 0.000114644 -5.05811e-05 0.000147464 -0.000712997 0.000436836 0.000681843 -3.41253e-05 -5.88586e-05 -0.000269981 -0.000486962 -0.000145522 0.000266505 4.72476e-05 -6.16485e-06 -6.23893e-05 -3.82688e-05 -5.71254e-06 3.35465e-05 -0.000207927 0.00011269 -0.000235018 6.10793e-05
internal_weight=0 3653 1564 325 2089 756 109 647 426 327 99 221 166 234 1239 417 298 213 119 822 761 711 1333 1264 1173 287 886 182 97
internal_count=3735 3653 1564 325 2089 756 109 647 426 327 99 221 166 234 1239 417 298 213 119 822 761 711 1333 1264 1173 287 886 182 97
is_linear=0
shrinkage=0.0995203


Tree=6470
num_leaves=29
num_cat=0
split_feature=28 17 5 26 6 2 26 3 5 3 5 26 26 0 8 3 2 6 0 9 9 26 3 3 8 6 17 8
split_gain=0.00531386 0.00384665 0.00425689 0.0042295 0.0125511 0.00565261 0.00393283 0.00331213 0.00686538 0.0211025 0.00352754 0.0041742 0.00579684 0.00334511 0.00323141 0.00464462 0.00960529 0.0038201 0.00318314 0.00488416 0.00316445 0.0101372 0.00874581 0.00288142 0.00270865 0.00188462 0.0044034 0.00157943
threshold=0.080375000000000016 0.033280000000000011 -0.040404999999999996 0.096980000000000025 0.11413500000000003 -0.086254999999999984 0.087170000000000011 0.089985000000000023 -0.092239999999999989 0.086335000000000023 -0.088174999999999989 0.087435000000000027 0.088435000000000027 -0.088174999999999989 -0.069939999999999988 0.094970000000000013 -0.072419999999999998 0.098855000000000012 0.12346000000000003 0.09550500000000002 0.11408000000000003 0.11746500000000003 0.17152000000000003 0.13640000000000005 -0.090274999999999994 0.089090000000000016 0.12439000000000001 -0.0032949999999999998
decision_type=2 2 2 2 2 2 2 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 14 4 5 -4 -7 8 9 24 -10 13 -13 -12 17 27 -17 25 20 -20 22 -22 23 -9 -1 26 -3 -16
right_child=-2 2 3 -5 -6 6 -8 18 10 -11 11 12 -14 -15 15 16 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00031677864568078015 0.00078226879074535073 -0.00077481362933681504 0.0010851507771651998 -0.00026313129808999192 0.002002062195319297 -0.00062523823345505994 0.00039857619270765359 9.8439136622916807e-05 0.00069297533322639784 -0.0025125504079797851 0.00032813042997361855 -0.0011653555162827063 -0.00020138560512146812 -0.00015187116247139556 -0.00065376868621154353 0.0018312965857285412 4.6618039727730295e-05 -0.0009620987887907984 8.7949921211977761e-05 -0.0012397534821617495 0.00035238947690097226 -0.0013300967463953006 0.0012728251264846201 -0.00046047496537370675 -0.00052547971521307575 0.0004075945686614762 9.4104437114586869e-05 0.00015150923095693747
leaf_weight=67 82 84 60 67 52 67 83 1024 52 50 214 80 286 438 47 46 88 54 60 49 80 63 61 100 85 68 181 47
leaf_count=67 82 84 60 67 52 67 83 1024 52 50 214 80 286 438 47 46 88 54 60 49 80 63 61 100 85 68 181 47
internal_value=0 -2.76916e-05 0.000144981 0.000433974 0.000615366 0.000268095 -5.32701e-05 -8.81648e-05 -0.000205171 -0.000737966 -0.000103822 -0.000145327 -0.000414326 4.41982e-06 -8.28719e-06 0.00028752 0.000665378 -0.000184676 1.48369e-05 -0.000501398 5.7825e-05 -0.000383121 0.000111727 4.79854e-05 -0.000148835 -5.61495e-05 -0.000178237 -0.000242421
internal_weight=0 3653 944 329 262 210 150 2709 1272 202 1070 1018 366 652 615 228 134 387 1437 109 1328 143 1185 1124 152 333 265 94
internal_count=3735 3653 944 329 262 210 150 2709 1272 202 1070 1018 366 652 615 228 134 387 1437 109 1328 143 1185 1124 152 333 265 94
is_linear=0
shrinkage=0.0995203


Tree=6471
num_leaves=26
num_cat=0
split_feature=28 17 3 3 8 18 8 0 9 3 18 18 2 2 26 26 8 17 18 2 0 19 9 3 6
split_gain=0.00430816 0.00319238 0.00394546 0.00319499 0.00735663 0.021699 0.0060963 0.00332916 0.0034083 0.00316034 0.00315544 0.00869474 0.00283178 0.00806796 0.00536 0.00324025 0.00363313 0.00234723 0.00354843 0.00228176 0.00319591 0.00261995 0.00266401 0.00223224 0.000841293
threshold=0.080375000000000016 0.0031350000000000006 0.10377500000000002 0.090695000000000012 -0.09547499999999999 0.077940000000000023 -0.092299999999999993 0.12346000000000003 0.09550500000000002 0.09940000000000003 0.090795000000000028 0.088635000000000019 -0.071344999999999992 -0.074304999999999996 0.088245000000000032 0.09271500000000002 -0.080659999999999996 0.23832000000000006 0.063210000000000016 -0.095204999999999998 -0.067839999999999998 -0.050215000000000003 0.11408000000000003 0.11125500000000002 -0.070864999999999997
decision_type=2 2 2 2 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 -6 19 -9 12 11 -8 13 14 -3 16 -14 18 -4 20 24 -21 -23 -19 -5
right_child=-2 2 17 7 6 -7 10 8 -10 -11 -12 -13 15 -15 -16 -17 -18 23 -20 21 -22 22 -24 -25 -26
leaf_value=7.4890023340679619e-05 0.00070441706384719038 0.00048944760173985592 -0.00088281896416663515 -0.00023287952141351451 0.00090255935095634563 -0.0026407591551346307 -0.00018655517258953466 0 -0.0011163730154763248 0.00088397844302703346 -0.00076908965826192569 0.0011703354751981308 -0.0006095649184792776 0.0013916317361222035 -0.00015947392134621472 -0.0008874596865581588 0.00050888466815224352 -0.00038060131197360499 9.1524536271272885e-05 -0.00063522235075337975 0.00099973383610625134 0.00011505635380201247 -0.00043397789047996889 0.00043359168690949065 0.00035290493766699339
leaf_weight=78 82 240 87 46 55 46 979 58 49 68 81 49 46 58 263 47 76 56 62 57 60 864 97 81 50
leaf_count=78 82 240 87 46 55 46 979 58 49 68 81 49 46 58 263 47 76 56 62 57 60 864 97 81 50
internal_value=0 -2.48688e-05 0.000118037 -8.54872e-05 -0.000196243 -0.000925927 -0.000117807 2.52352e-05 -0.000505219 0.000232175 -0.00016915 -0.000121082 0.000170338 0.000278504 0.000148523 -0.000183878 8.0464e-05 -0.000197569 -0.000471893 7.42788e-05 0.000428954 1.91236e-05 5.87869e-05 9.48075e-05 6.36892e-05
internal_weight=0 3653 1084 2569 1288 124 1164 1281 107 798 1109 1028 730 561 503 169 122 286 149 1174 156 1018 961 137 96
internal_count=3735 3653 1084 2569 1288 124 1164 1281 107 798 1109 1028 730 561 503 169 122 286 149 1174 156 1018 961 137 96
is_linear=0
shrinkage=0.0995203


Tree=6472
num_leaves=22
num_cat=0
split_feature=26 17 18 5 1 27 2 8 2 1 2 9 19 5 0 1 2 26 26 26 1
split_gain=0.0078606 0.00480622 0.0177421 0.012167 0.00622938 0.00966026 0.00752309 0.00591282 0.00284063 0.00404579 0.00357113 0.00280036 0.00267078 0.00172044 0.00637219 0.012113 0.0105821 0.0056755 0.0018602 0.00197149 0.0033051
threshold=0.50635500000000022 -0.000475 -0.096219999999999986 -0.099349999999999994 -0.079844999999999985 0.078330000000000025 0.12875500000000004 -0.085764999999999994 -0.087444999999999995 -0.014549999999999999 -0.084924999999999987 0.084595000000000017 0.0069650000000000016 -0.072874999999999981 -0.085794999999999996 -0.010764999999999999 -0.086934999999999998 0.087745000000000031 0.12336000000000003 0.098705000000000029 -0.076894999999999991
decision_type=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 -5 9 -6 11 -10 -12 18 15 -15 -16 -18 19 20 -4
right_child=-2 2 13 4 8 -7 -8 -9 10 -11 12 -13 -14 14 16 -17 17 -19 -20 -21 -22
leaf_value=0.0014068639098592339 0.0012306934921494242 -0.0019943140888356143 -0.00067727737789179717 -0.00012845277080840526 6.04763867488973e-05 0.0016240953223231876 -0.00098301380916114979 0.00046100177080604421 0.0011238375781903232 -0.00088047016662176365 2.7638523271148398e-05 4.7087448295173835e-05 -0.00049144878194966812 0.0020152201983442545 -0.0013094519814906371 -7.0489602940943113e-05 0.00075883594459875124 -6.8896549045611614e-05 -0.00065374333726196221 0.00039670298416210513 -3.4638832680779277e-05
leaf_weight=75 58 46 90 232 88 52 48 598 49 90 693 50 114 47 57 65 108 336 56 84 696
leaf_count=75 58 46 90 232 88 52 48 598 49 90 693 50 114 47 57 65 108 336 56 84 696
internal_value=0 6.20211e-05 -6.82932e-05 0.000161287 0.000114496 0.000303578 0.000224437 0.000295252 -4.69684e-05 -0.000410684 2.35865e-05 0.000588294 -4.46754e-05 -1.01934e-05 0.000118536 0.000797455 -3.16043e-05 0.0001306 -9.62946e-05 -5.94719e-05 -0.000109265
internal_weight=0 3674 1585 2089 2014 930 878 830 1084 178 906 99 807 1539 613 112 501 444 926 870 786
internal_count=3732 3674 1585 2089 2014 930 878 830 1084 178 906 99 807 1539 613 112 501 444 926 870 786
is_linear=0
shrinkage=0.0995203


Tree=6473
num_leaves=18
num_cat=0
split_feature=29 3 18 3 8 0 1 1 2 2 26 1 1 3 1 20 36
split_gain=0.00693554 0.00547798 0.0157721 0.01124 0.0205884 0.00410307 0.00359306 0.0253008 0.00472347 0.0118079 0.00501562 0.00322289 0.00281382 0.0025948 0.00217607 0.00257941 0.00450544
threshold=0.12330000000000002 0.08345000000000001 -0.097059999999999994 0.084235000000000018 -0.085764999999999994 0.019150000000000004 -0.073844999999999994 -0.076090000000000005 -0.082704999999999987 -0.083974999999999994 0.11746500000000003 -0.07002499999999999 -0.06551499999999999 0.086965000000000028 -0.080954999999999985 -0.015594999999999999 0.088355000000000031
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 -3 14 7 8 9 -5 -10 -8 -13 -14 -4 -16 -17
right_child=-2 3 5 6 -6 -7 11 -9 10 -11 -12 12 13 -15 15 16 -18
leaf_value=-0.0020184476826307302 0.0011927935802592512 -0.00037510282276202424 0.00061298640592931874 0.00010540524585075676 0.0022751452708388836 -0.00084110265032480067 -0.00067540594490594907 0.0024850677325034022 -0.00020616757602369859 0.0013301448108331783 0.00062174138512567808 0.00069154638840791989 0.00034977144816118299 -5.5434857276243881e-05 0.00040321323215322994 -0.001029842108246844 0.00030491051114322918
leaf_weight=47 54 53 66 469 63 53 72 46 517 94 84 57 172 1717 69 52 47
leaf_count=47 54 53 66 469 63 53 72 46 517 94 84 57 172 1717 69 52 47
internal_value=0 5.57071e-05 -0.000328051 9.42819e-05 0.0010572 -4.83742e-05 5.94253e-05 0.000195088 0.000103887 0.000311345 -8.9091e-05 -2.15131e-05 2.25962e-06 -1.8106e-05 0.000127677 -5.81074e-05 -0.000387903
internal_weight=0 3678 334 3344 116 287 3228 1210 1164 563 601 2018 1946 1889 234 168 99
internal_count=3732 3678 334 3344 116 287 3228 1210 1164 563 601 2018 1946 1889 234 168 99
is_linear=0
shrinkage=0.0995203


Tree=6474
num_leaves=19
num_cat=0
split_feature=26 1 1 26 18 1 18 4 9 1 20 6 6 20 4 21 0 27
split_gain=0.00643702 0.00292115 0.0212396 0.00992874 0.00525592 0.016402 0.00740825 0.00738656 0.0042622 0.00230539 0.00203998 0.00348138 0.00389483 0.0034225 0.00323933 0.00247215 0.00171088 0.00168014
threshold=0.50635500000000022 -0.073844999999999994 -0.076090000000000005 -0.095449999999999993 -0.093130000000000004 -0.11064999999999998 -0.088579999999999992 0.087155000000000024 0.097200000000000022 -0.07002499999999999 -0.094259999999999997 0.11816500000000002 0.095355000000000023 -0.099079999999999988 0.10845500000000002 0.08927000000000003 -0.080614999999999992 0.099145000000000025
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 -6 -5 -8 -3 13 12 17 14 15 -11 -14 -12
right_child=-2 9 -4 4 6 -7 8 -9 -10 10 11 -13 16 -15 -16 -17 -18 -19
leaf_value=0.0013751295111778044 0.0011061442292453635 -0.00057294843226945178 0.0022401979739707389 0.001004719583288281 0.0010441355009671077 -0.0017534698995962188 -5.5631145752195105e-06 -0.00040073168199034748 0.00077227143058761335 -0.00011503702342149203 6.5407505484508125e-05 0.00065567145014787051 -0.0010538167497664813 -0.0010412507216542941 -0.00075086564184337736 0.00071309882892878706 -0.00019265518798379909 -0.00033954865182096489
leaf_weight=57 58 73 47 60 80 64 974 96 75 128 1578 85 46 46 57 49 51 108
leaf_count=57 58 73 47 60 80 64 974 96 75 128 1578 85 46 46 57 49 51 108
internal_value=0 4.85866e-05 0.000158372 8.81978e-05 3.32135e-05 -0.000410951 0.00012049 0.000134579 4.92691e-05 -2.28672e-05 -3.79155e-06 3.33702e-05 3.24445e-06 -0.000254637 -9.65053e-05 0.000109596 -0.000609481 3.89817e-05
internal_weight=0 3674 1453 1406 1349 220 1129 156 1049 2221 2148 1868 1783 280 234 177 97 1686
internal_count=3732 3674 1453 1406 1349 220 1129 156 1049 2221 2148 1868 1783 280 234 177 97 1686
is_linear=0
shrinkage=0.0995203


Tree=6475
num_leaves=20
num_cat=0
split_feature=27 6 17 5 1 2 1 27 2 6 1 1 2 1 6 17 17 29 8
split_gain=0.00585666 0.00933965 0.00460274 0.00860829 0.00649223 0.0148782 0.00456993 0.00783482 0.00598507 0.00574618 0.00342103 0.00399047 0.00232229 0.00364915 0.00298853 0.00744013 0.00445868 0.00181118 0.00176157
threshold=-0.015455 -0.040424999999999996 -0.000475 -0.099349999999999994 -0.093734999999999999 -0.087804999999999994 -0.079844999999999985 0.078330000000000025 0.12875500000000004 0.092705000000000023 -0.083284999999999984 -0.080085000000000003 -0.089549999999999991 -0.014549999999999999 0.089165000000000022 -0.041415 -0.0064000000000000003 0.0044100000000000016 -0.086404999999999996
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 5 -4 7 8 9 -5 -6 -12 13 -8 16 -16 -14 18 -13
right_child=2 -3 4 6 10 -7 12 -9 -10 -11 11 17 14 -15 15 -17 -18 -19 -20
leaf_value=0.0017881268654029478 0.0011766097355265744 -0.00017175148808873888 -0.0022006878454362364 0.0001190932486737765 0.00065262731802347748 5.1513221032374308e-05 2.785931745689445e-05 0.0014355467717407607 -0.00089064018546678554 0.00078783794601737164 -0.00080296361147030946 -0.00018368122556386939 3.0174294621468165e-05 -0.00098358231699477612 0.00034193553049878544 -0.0010746997061956414 0.0010418126339045426 -0.00058443948556941017 7.5062079216364649e-05
leaf_weight=49 76 46 46 661 69 77 77 53 48 159 69 369 736 63 69 77 46 55 887
leaf_count=49 76 46 46 661 69 77 77 53 48 159 69 369 736 63 69 77 46 55 887
internal_value=0 0.000830516 3.83201e-05 0.00013616 -8.96825e-05 -0.000784118 9.59924e-05 0.000258565 0.000185756 0.000249763 -3.01696e-05 -6.49027e-05 -4.34376e-05 -0.000421442 1.27069e-05 -0.000399587 9.07293e-05 -2.54329e-05 -3.02298e-07
internal_weight=0 95 3637 2065 1572 123 1989 921 868 820 1449 1380 1068 140 928 146 782 1311 1256
internal_count=3732 95 3637 2065 1572 123 1989 921 868 820 1449 1380 1068 140 928 146 782 1311 1256
is_linear=0
shrinkage=0.0995203


Tree=6476
num_leaves=19
num_cat=0
split_feature=22 5 3 2 17 2 8 29 8 2 3 5 19 3 5 5 3 8
split_gain=0.00174405 0.00180491 0.00184521 0.00438587 0.0057107 0.00560207 0.00434318 0.00775243 0.00573634 0.00421939 0.00296469 0.00265463 0.00167964 0.00172278 0.00479662 0.00604373 0.00205756 0.00162306
threshold=0.13191500000000003 0.62931500000000018 0.094410000000000008 -0.079739999999999991 -0.093784999999999993 -0.080484999999999987 -0.081324999999999995 -0.0094649999999999995 -0.083504999999999982 -0.080974999999999991 0.08511500000000001 -0.075744999999999993 -0.050215000000000003 0.096595000000000028 -0.068984999999999991 0.054660000000000007 0.098000000000000018 -0.062834999999999988
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 9 8 -8 -6 11 -5 -1 -4 14 -14 -16 -15 -18
right_child=-2 -3 12 4 6 -7 7 -9 -10 -11 -12 -13 13 16 15 -17 17 -19
leaf_value=-0.0003278352901791059 0.00054782110109166118 0.00043948425473018147 -0.00068133769509217844 0.00013972270538512599 0.00030331081174610306 -0.0008895683070897232 -0.00023641481072843288 0.00095125733601733803 -0.00089906861899660239 0.00067420733845395217 -0.00086270582242657938 1.0486634598045841e-05 0.00043494003004255371 0.00041131720195025591 -0.0013852765044116311 4.7036873619610886e-05 1.2817678111774408e-05 -0.00022013063462792684
leaf_weight=296 54 82 51 53 214 78 72 211 48 81 62 1007 47 86 65 51 650 535
leaf_count=296 54 82 51 53 214 78 72 211 48 81 62 1007 47 86 65 51 650 535
internal_value=0 -2.15268e-05 -3.22342e-05 2.69985e-05 0.00024022 -6.86978e-05 0.000375464 0.000646201 7.99029e-05 -2.18433e-05 -0.000393599 -6.57411e-05 -0.000117426 -9.68e-05 -0.000402237 -0.000748496 -5.69849e-05 -9.16623e-05
internal_weight=0 3689 3607 2122 660 1462 545 283 262 1384 115 1303 1485 1434 163 116 1271 1185
internal_count=3743 3689 3607 2122 660 1462 545 283 262 1384 115 1303 1485 1434 163 116 1271 1185
is_linear=0
shrinkage=0.0995203


Tree=6477
num_leaves=19
num_cat=0
split_feature=26 9 18 4 4 18 18 18 18 0 2 18 2 2 2 26 9 18
split_gain=0.00173262 0.00291455 0.00161173 0.00349453 0.00434421 0.00303238 0.00332725 0.00354874 0.00210819 0.00173812 0.00138412 0.0046976 0.00455352 0.00490378 0.00306872 0.00202865 0.00184971 0.00159792
threshold=0.26711000000000013 0.11351500000000002 -0.093649999999999997 0.09939000000000002 0.087155000000000024 -0.098315 -0.12881499999999999 -0.16980499999999998 -0.091594999999999996 -0.080434999999999993 -0.073884999999999992 -0.069565000000000002 -0.075209999999999985 -0.076524999999999996 -0.077544999999999989 -0.083779999999999993 -0.069359999999999991 0.10861000000000003
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 7 -1 -4 -8 12 -12 13 14 -10 16 -13 -17
right_child=1 -3 8 -5 -6 -7 9 -9 10 -11 11 15 -14 -15 -16 17 -18 -19
leaf_value=2.2617206271044777e-05 3.753452830071645e-05 -0.00093610096924058171 -0.00058080783475326187 0.00076845814610182505 -0.00085448979301260182 0.00073302831997553016 -1.9458025750197123e-05 0.00087961289614606262 -4.3513277397345411e-05 -0.0008190400757682872 0.00077477995510453611 0.00076798017218748804 -0.0010463972177708011 0.00094881984729756148 -0.00073132192197096491 -0.00011520599733181595 4.2003171317448343e-05 0.00022248041774817074
leaf_weight=208 68 53 67 79 47 74 57 63 1719 55 87 62 46 48 67 685 85 173
leaf_count=208 68 53 67 79 47 74 57 63 1719 55 87 62 46 48 67 685 85 173
internal_value=0 -0.000382169 4.46151e-07 0.000152238 5.40241e-05 0.000149251 3.43213e-05 0.000224866 -2.84042e-05 -0.000419419 -1.56755e-05 7.3078e-05 -6.76636e-05 -4.26688e-05 -6.97741e-05 1.15191e-05 0.000353767 -4.61636e-05
internal_weight=0 121 3622 583 504 457 383 271 3039 112 2972 1092 1880 1834 1786 1005 147 858
internal_count=3743 121 3622 583 504 457 383 271 3039 112 2972 1092 1880 1834 1786 1005 147 858
is_linear=0
shrinkage=0.0995203


Tree=6478
num_leaves=16
num_cat=0
split_feature=22 21 21 26 26 2 2 8 8 3 21 29 3 21 26
split_gain=0.00141079 0.001418 0.00284809 0.00281487 0.00831894 0.00250124 0.00471867 0.00356069 0.00473891 0.00230603 0.00193478 0.00228691 0.00193334 0.00190973 0.00228734
threshold=0.12975500000000004 0.094640000000000016 0.096415000000000015 -0.2382 -0.15866 -0.065379999999999994 -0.072419999999999998 -0.08237499999999999 -0.022279999999999998 0.10850000000000003 0.09296500000000002 -0.085039999999999991 0.13640000000000005 0.10107500000000001 0.086255000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 13 -7 -9 -10 11 -6 -13 -4 -15
right_child=-2 2 5 4 10 7 -8 8 9 -11 -12 12 -14 14 -16
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leaf_weight=51 65 46 63 46 85 84 65 47 52 80 55 2562 140 144 158
leaf_count=51 65 46 63 46 85 84 65 47 52 80 55 2562 140 144 158
internal_value=0 -1.88317e-05 -0.00014215 1.18976e-05 -7.62054e-07 -9.04994e-05 5.57388e-05 -0.000332709 -0.000584717 -0.000271503 2.04432e-05 8.60985e-06 -7.08083e-06 -8.13417e-05 -0.000187185
internal_weight=0 3678 739 2939 2888 693 430 263 179 132 2842 2787 2702 365 302
internal_count=3743 3678 739 2939 2888 693 430 263 179 132 2842 2787 2702 365 302
is_linear=0
shrinkage=0.0995203


Tree=6479
num_leaves=12
num_cat=0
split_feature=5 19 26 9 5 4 4 4 4 0 4
split_gain=0.00132621 0.00129189 0.00118018 0.00269411 0.00127791 0.00297143 0.00146823 0.00398713 0.00333389 0.00294098 0.00219218
threshold=0.62931500000000018 -0.07525999999999998 0.26711000000000013 0.11351500000000002 -0.53313499999999991 0.10543500000000001 0.13424500000000003 0.12868000000000004 0.14154500000000006 -0.059114999999999994 0.11860000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 10 -8 -10 -6
right_child=-2 2 3 -5 6 -7 8 -9 9 -11 -12
leaf_value=-0.00053170330602541596 0.00038602877088431668 0.00018431295954593596 9.3542417438958258e-05 -0.00085787022634043614 -3.9851849758102427e-06 -0.00073017825612601141 0.00076163898470287201 -0.00089613790584146117 -0.00063602220466556843 0.00035021501405857946 0.0005552629590011072
leaf_weight=48 82 65 65 52 3032 74 82 49 51 72 71
leaf_count=48 82 65 65 52 3032 74 82 49 51 72 71
internal_value=0 -1.84215e-05 -1.13758e-05 -0.000322311 -7.35602e-07 -0.000296649 1.12731e-05 -5.25704e-06 0.000269428 -5.20572e-05 8.54721e-06
internal_weight=0 3661 3613 117 3496 139 3357 3152 205 123 3103
internal_count=3743 3661 3613 117 3496 139 3357 3152 205 123 3103
is_linear=0
shrinkage=0.0995203


Tree=6480
num_leaves=14
num_cat=0
split_feature=22 13 3 0 17 26 26 9 26 8 26 26 0
split_gain=0.0327174 0.00219587 0.0020631 0.00644977 0.00254772 0.00254607 0.00392135 0.00290357 0.010102 0.00941932 0.0020929 0.00862492 0.00474534
threshold=0.12975500000000004 0.089365000000000014 0.10486500000000003 -0.23032 -0.5696199999999999 -0.23202999999999999 -0.087179999999999994 0.11408000000000003 0.13970500000000005 0.099175000000000027 0.11991000000000003 0.13124500000000003 -0.071799999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 -7 9 -9 -8 12 -12 -6
right_child=-2 -3 5 4 10 6 7 8 -10 -11 11 -13 -14
leaf_value=-0.00099210151553738254 0.0022221636209383512 0.00066198679865499559 -0.0005454866277586893 -0.00072579541276096245 -6.2598591541029931e-05 0.00080504729865229769 5.1872074581365674e-05 0.00039043287745404705 -0.0015124736337093576 0.0014666414299413669 -0.0015149463778494684 0.00016659761898740242 0.00034649459850159684
leaf_weight=73 66 47 57 53 2024 80 714 66 47 50 46 86 326
leaf_count=73 66 47 57 53 2024 80 714 66 47 50 46 86 326
internal_value=0 -1.33225e-05 -2.23115e-05 -6.93297e-05 -4.24338e-05 9.78114e-05 0.000136982 7.5108e-05 -0.000393797 0.000145533 -2.75116e-05 -0.000413194 -5.49943e-06
internal_weight=0 3669 3622 2608 2535 1014 957 877 113 764 2482 132 2350
internal_count=3735 3669 3622 2608 2535 1014 957 877 113 764 2482 132 2350
is_linear=0
shrinkage=0.0995203


Tree=6481
num_leaves=16
num_cat=0
split_feature=10 17 17 18 18 4 0 8 3 5 1 0 8 1 30
split_gain=0.0281889 0.00199733 0.00406351 0.0036589 0.00849351 0.0018239 0.00581668 0.00257957 0.00555407 0.0115747 0.00147988 0.001997 0.00143169 0.00254082 0.00250393
threshold=0.091870000000000021 -0.54604999999999992 -0.53299999999999992 -0.060544999999999995 -0.1394 0.09970500000000003 -0.23032 -1.0000000180025095e-35 0.10871500000000002 -0.059289999999999995 -0.50763499999999995 -0.014889999999999999 -0.092844999999999997 -0.010764999999999999 0.084650000000000017
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 -4 12 -9 -10 -8 -12 13 -7 -14
right_child=-2 2 5 -5 -6 7 10 8 9 -11 11 -13 14 -15 -16
leaf_value=0.00015168316765874339 0.0020017871929441417 0.00086734511589501423 -0.0009419424005936008 0.00011255393452310844 -0.0017361208110762937 0.00065232944581160865 0.00043500877092541825 0.0012609406389630388 0.00078280906308934785 -0.0011798971874525455 -1.6853360127429027e-05 -0.00046448968436473871 -0.00061163132042420785 -3.8585525964407983e-05 7.9617064007925201e-05
leaf_weight=47 70 53 70 89 46 77 68 58 84 46 2542 103 81 161 140
leaf_count=47 70 53 70 89 46 77 68 58 84 46 2542 103 81 161 140
internal_value=0 -1.4164e-05 2.39686e-06 -0.000335593 -0.000773267 -1.07296e-05 -4.59424e-05 0.000139469 0.000450081 8.20157e-05 -2.25223e-05 -3.45945e-05 1.04635e-05 0.000181506 -0.000170032
internal_weight=0 3665 3483 182 93 3430 2783 647 188 130 2713 2645 459 238 221
internal_count=3735 3665 3483 182 93 3430 2783 647 188 130 2713 2645 459 238 221
is_linear=0
shrinkage=0.0995203


Tree=6482
num_leaves=17
num_cat=0
split_feature=22 28 6 1 1 26 9 26 20 6 1 9 26 5 0 5
split_gain=0.0263269 0.00179127 0.00178174 0.00283295 0.00423689 0.00395386 0.00818749 0.00497384 0.0031625 0.00176991 0.0115215 0.00159789 0.00371905 0.00176866 0.00334931 0.00208299
threshold=0.13160500000000006 0.10217500000000003 0.093835000000000016 -0.047239999999999997 -0.057259999999999998 0.09167500000000002 0.08895500000000002 0.09474500000000001 -0.24910499999999999 0.091025000000000023 -0.083284999999999984 0.11640000000000002 -0.0083299999999999989 0.11083500000000003 -0.084534999999999985 0.065520000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 6 -4 -7 -5 11 -11 13 -13 15 -15 -1
right_child=-2 -3 3 8 -6 7 -8 -9 -10 10 -12 12 -14 14 -16 -17
leaf_value=-2.8254707008662364e-05 0.0021627623630339032 -0.00062182878821726137 -4.6007248609944285e-05 0.00085080351781549656 -0.0010806080643020934 0.0010075136166678028 -0.0015212376972938424 -0.0001154490398140722 -0.00015794982559639876 -0.00070652115940153146 0.0011261087741625234 -0.00019819018348350863 0.0009200126913344941 -0.00058198529195489714 0.00024087570502398555 -0.00067285101970083843
leaf_weight=2158 56 47 115 53 56 47 56 228 71 57 83 56 60 54 487 51
leaf_count=2158 56 47 115 53 56 47 56 228 71 57 83 56 60 54 487 51
internal_value=0 -1.12848e-05 -3.15865e-06 -0.000156106 -0.000262153 -0.000157552 -0.000533911 7.34988e-05 0.000266609 2.84204e-05 0.000374119 1.12479e-05 0.000373134 -3.71944e-06 0.000157228 -4.35073e-05
internal_weight=0 3679 3632 626 502 446 171 275 124 3006 140 2866 116 2750 541 2209
internal_count=3735 3679 3632 626 502 446 171 275 124 3006 140 2866 116 2750 541 2209
is_linear=0
shrinkage=0.0995203


Tree=6483
num_leaves=11
num_cat=0
split_feature=10 2 24 5 4 5 0 0 20 20
split_gain=0.0227651 0.00196003 0.00400485 0.00385005 0.00469913 0.00389473 0.00215045 0.0058475 0.0015243 0.00390445
threshold=0.091870000000000021 0.14153500000000005 0.083550000000000027 -0.084089999999999984 0.11541000000000003 -0.45822499999999994 -0.23998999999999998 -0.23032 -0.24910499999999999 -0.15615999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -3 -1 -8 -9 -10
right_child=-2 3 -4 4 -6 -7 7 8 9 -11
leaf_value=0.0006006311185715867 0.0017967847297988987 0.00047412598223721121 -0.00093772904791286919 -7.344644790986286e-05 0.0012169487207985478 -0.00059621177959433269 -0.0010497861547984803 0.00045823712790651314 -0.00091557524172651431 -1.0711248511440701e-05
leaf_weight=54 70 62 48 46 67 73 55 66 48 3146
leaf_count=54 70 62 48 46 67 73 55 66 48 3146
internal_value=0 -1.4872e-05 -3.46899e-05 0.000254882 0.000684411 -9.85854e-05 -2.15808e-05 -3.19633e-05 -1.45404e-05 -2.4566e-05
internal_weight=0 3665 3417 248 113 135 3369 3315 3260 3194
internal_count=3735 3665 3417 248 113 135 3369 3315 3260 3194
is_linear=0
shrinkage=0.0995203


Tree=6484
num_leaves=30
num_cat=0
split_feature=18 2 2 18 18 5 5 20 20 3 20 8 10 3 6 0 6 5 3 3 5 3 1 2 22 2 1 2 4
split_gain=0.0150991 0.00382684 0.00421309 0.0300062 0.00536925 0.0096211 0.0139527 0.00319151 0.012021 0.00436535 0.00426467 0.00418966 0.00340812 0.00315148 0.0126982 0.00438659 0.00436915 0.00659589 0.00360661 0.00259638 0.00477497 0.00369999 0.0127386 0.00345799 0.00245058 0.00231286 0.00166085 0.00459628 0.00291209
threshold=0.31690500000000005 -0.082275000000000001 -0.084114999999999981 -0.088385000000000005 -0.015979999999999998 -0.080119999999999983 -0.015214999999999999 -0.049389999999999996 -0.084084999999999993 0.088115000000000013 -0.097019999999999995 -0.084915000000000004 0.090150000000000022 0.092200000000000018 0.094510000000000025 -0.225295 0.08846500000000003 -0.087969999999999993 0.093245000000000022 0.09587500000000003 -0.056974999999999998 0.097880000000000023 -0.06921999999999999 -0.072624999999999981 0.078345000000000012 -0.077544999999999989 -0.01538 -0.089549999999999991 0.10300500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -7 8 9 11 -11 -1 26 14 15 -3 24 -18 -15 20 25 22 -21 -23 -17 -20 28 -28 -9
right_child=-2 13 3 4 5 6 -8 12 -10 10 -12 -13 -14 18 -16 16 17 -19 19 21 -22 23 -24 -25 -26 -27 27 -29 -30
leaf_value=-0.0011006887783954172 0.0017749237897936349 0.00086717970471690163 -0.0028179097456152514 0.00072732230585362864 0.00048861650200966245 -0.0020882183348909403 0.00024048470064849027 -2.6667090960120374e-05 -0.0016529657018596812 -9.712928052373026e-05 0.00097541353289061494 0.00013108057409246847 -0.00066761170424064359 -0.00067161063424895479 0.0017348270692802107 -0.00016406304093693274 -0.00051480722538249516 0.00084216516565079232 0.00037034002091642851 -0.0017983638159941933 0.00095992327975433429 0.0003906722070651677 0.0003185665236096507 -7.4957525358968657e-05 0.00052754057445259319 -0.00058477448274630477 -8.5390146413219934e-05 0.0010853865215230817 0.00079437516376112461
leaf_weight=59 47 70 46 65 79 53 48 597 56 100 57 49 62 82 51 506 48 130 52 49 76 195 65 829 56 48 75 58 46
leaf_count=59 47 70 46 65 79 53 48 597 56 100 57 49 62 82 51 506 48 130 52 49 76 195 65 829 56 48 75 58 46
internal_value=0 -2.0094e-05 -0.000146414 -0.000485369 -4.40808e-05 -0.000327191 -0.000973403 -6.06036e-05 -0.00032772 -4.4579e-05 0.000287051 -0.000534251 4.07399e-05 6.06972e-05 0.000210563 0.00011358 4.11872e-05 0.000471641 -3.11479e-05 8.19707e-06 0.000364447 -4.61803e-05 -0.000584162 1.29128e-05 -9.36921e-05 -7.99287e-05 9.839e-05 0.000419019 3.07969e-05
internal_weight=0 3707 1450 291 245 180 101 1159 321 265 157 108 838 2257 861 810 740 178 1396 1314 176 1138 114 1024 562 100 776 133 643
internal_count=3754 3707 1450 291 245 180 101 1159 321 265 157 108 838 2257 861 810 740 178 1396 1314 176 1138 114 1024 562 100 776 133 643
is_linear=0
shrinkage=0.0995203


Tree=6485
num_leaves=26
num_cat=0
split_feature=1 3 9 3 2 21 21 3 3 8 0 26 9 3 3 0 8 8 9 3 3 3 3 2 2
split_gain=0.00984304 0.00364688 0.0133312 0.0223138 0.00265895 0.00886309 0.0156953 0.00364804 0.0066028 0.0100657 0.00675571 0.00855743 0.00247401 0.00469468 0.00573834 0.00223036 0.00220946 0.00401116 0.00354231 0.0018385 0.00718478 0.00349824 0.00212204 0.00151535 0.00113333
threshold=-0.55579999999999996 0.084380000000000024 0.084485000000000018 0.080495000000000025 -0.086169999999999983 -0.018669999999999996 -0.091104999999999992 0.092200000000000018 0.090995000000000006 -0.083294999999999994 -0.070134999999999989 0.11023000000000002 0.083955000000000016 0.083595000000000017 0.080495000000000025 -0.23177499999999998 -0.071594999999999992 -0.074844999999999981 0.097035000000000024 0.088055000000000022 0.087385000000000032 0.089535000000000017 0.085910000000000028 -0.10165999999999999 -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=-1 2 12 -4 5 6 -3 8 10 -10 11 -6 13 14 24 -9 17 -17 -18 20 22 -21 -7 -23 -2
right_child=1 4 3 -5 7 19 -8 15 9 -11 -12 -13 -14 -15 -16 16 18 -19 -20 21 -22 23 -24 -25 -26
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leaf_weight=51 60 56 75 46 821 94 48 66 49 72 47 46 48 54 80 677 360 69 317 54 49 236 47 131 101
leaf_count=51 60 56 75 46 821 94 48 66 49 72 47 46 48 54 80 677 360 69 317 54 49 236 47 131 101
internal_value=0 -1.67255e-05 -0.000277788 -0.00117613 2.042e-05 -0.000148634 -0.000997949 6.86341e-05 0.000212242 0.000904134 0.00011975 0.000183549 3.67356e-05 -6.8555e-05 0.000116367 -3.06375e-05 -3.82678e-06 -0.000122519 0.000125753 -2.73014e-06 0.000252863 -0.000120026 -0.000102538 -7.7297e-06 -0.000221971
internal_weight=0 3703 464 121 3239 715 104 2524 1035 121 914 867 343 295 241 1489 1423 746 677 611 190 421 141 367 161
internal_count=3754 3703 464 121 3239 715 104 2524 1035 121 914 867 343 295 241 1489 1423 746 677 611 190 421 141 367 161
is_linear=0
shrinkage=0.0995203


Tree=6486
num_leaves=22
num_cat=0
split_feature=17 17 18 8 18 1 1 1 3 1 1 0 9 2 18 3 12 3 3 3 3
split_gain=0.0119208 0.00342878 0.0204405 0.0330997 0.00513678 0.00264004 0.00885945 0.00684237 0.00381921 0.00346182 0.00342495 0.0027454 0.00294698 0.00259421 0.00255383 0.00246512 0.00239904 0.00214995 0.00179875 0.00348741 0.00271392
threshold=-0.57205499999999987 -0.000475 -0.082304999999999989 -0.080224999999999991 -0.074709999999999985 -0.083284999999999984 -0.082195000000000004 -0.085184999999999997 0.085035000000000013 -0.075284999999999991 -0.087484999999999993 -0.085684999999999997 0.084290000000000018 0.10003000000000002 0.091330000000000008 0.13775000000000004 0.094205000000000025 0.085355000000000028 0.092735000000000026 0.091715000000000033 0.093835000000000016
decision_type=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 -4 7 -7 10 11 14 13 12 -8 17 -10 -11 18 -2 19 -6 -20
right_child=1 2 4 -5 16 6 8 -9 9 15 -12 -13 -14 -15 -16 -17 -18 -19 20 -21 -22
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leaf_weight=54 188 71 47 52 414 46 47 70 82 892 69 48 48 88 64 82 47 366 56 51 872
leaf_count=54 188 71 47 52 414 46 47 70 82 892 69 48 48 88 64 82 47 366 56 51 872
internal_value=0 -1.95425e-05 -0.000128866 -0.00136195 -2.63186e-05 6.42817e-05 0.000150896 -7.98405e-05 0.00010079 0.000163141 1.14496e-05 -0.000381826 -0.0006939 -5.89862e-05 0.000616079 9.44064e-05 -6.02719e-05 -0.000139842 -3.60596e-05 0.000122846 -0.000116566
internal_weight=0 3700 1610 123 1487 2090 1309 781 1263 1120 711 143 95 642 146 974 1440 554 1393 465 928
internal_count=3754 3700 1610 123 1487 2090 1309 781 1263 1120 711 143 95 642 146 974 1440 554 1393 465 928
is_linear=0
shrinkage=0.0995203


Tree=6487
num_leaves=17
num_cat=0
split_feature=18 12 5 17 17 18 0 17 17 0 18 18 21 21 18 18
split_gain=0.0112595 0.00285561 0.00329865 0.0121991 0.0553953 0.00652536 0.00750297 0.00293801 0.00443105 0.00274842 0.00260522 0.00257906 0.00231909 0.00427954 0.00211395 0.00197635
threshold=0.31690500000000005 0.098385000000000028 -0.020074999999999999 0.0031350000000000006 0.053575000000000012 -0.074709999999999985 -0.085754999999999984 -0.00265 -0.0073949999999999997 -0.233955 -0.082019999999999996 -0.057764999999999997 0.093835000000000016 0.099685000000000024 -0.013125 0.15374500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 6 -1 8 15 -7 -6 -12 14 -14 -11 -4
right_child=-2 -3 3 4 10 9 -8 -9 -10 12 11 -13 13 -15 -16 -17
leaf_value=5.2112913049471843e-05 0.0015324903004865983 -0.00077244146945439247 3.2137203997291648e-05 -0.0037855506877420503 0.00060919956479090745 -0.00056558155487292593 0.0017000939629954685 0.00068014632010079208 -0.00090132448166642637 -0.00031881042726358139 -0.00062855084800761526 0.00014795812182741104 -0.00070613271925422957 5.8224143928576655e-05 0.00016687895027927887 -0.00055076867334579057
leaf_weight=60 47 49 1421 48 47 71 52 61 55 95 82 85 101 252 1168 60
leaf_count=60 47 49 1421 48 47 71 52 61 55 95 82 85 101 252 1168 60
internal_value=0 -1.75821e-05 -7.24678e-06 -0.000100421 -0.000729848 8.85804e-05 0.000824557 2.32828e-06 -2.40573e-05 3.92336e-05 -4.06313e-05 -0.00022842 6.63131e-05 -0.000158154 0.000129698 7.96907e-06
internal_weight=0 3707 3658 1859 262 1799 112 1597 1536 1687 214 167 1616 353 1263 1481
internal_count=3754 3707 3658 1859 262 1799 112 1597 1536 1687 214 167 1616 353 1263 1481
is_linear=0
shrinkage=0.0995203


Tree=6488
num_leaves=16
num_cat=0
split_feature=19 28 17 17 8 0 4 8 4 1 18 20 1 1 1
split_gain=0.0105675 0.00930976 0.003819 0.0102871 0.00264405 0.00293804 0.00730012 0.00699146 0.00416901 0.00324729 0.00307273 0.0023197 0.00272398 0.00467288 0.00296682
threshold=0.14071500000000006 0.080375000000000016 -0.11741999999999998 -0.14384499999999997 -0.51030999999999993 -0.057604999999999996 0.10398500000000002 -0.011315 0.13481000000000004 0.50644500000000015 0.014860000000000003 0.0013750000000000004 -0.095674999999999996 -0.089819999999999997 -0.11467499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 -4 8 10 -8 9 -6 -7 12 14 -14 -1
right_child=-2 -3 4 -5 5 6 7 -9 -10 -11 -12 -13 13 -15 -16
leaf_value=-0.00014869490675596499 0.001456839029549885 -0.0011348913395785724 0.00064406409146248382 -0.0014196829195946749 5.1042959307320745e-05 0.0005647987704334083 -0.00027375398429168175 -0.0017356620686326402 0.00075464894495885879 -0.00070257124623870871 -0.00032636177757260998 -0.00065411146945101059 0.0010298160822199238 -1.4297823048415106e-05 -0.0010326027627211791
leaf_weight=206 47 76 69 64 2243 93 97 50 82 58 64 70 47 425 47
leaf_count=206 47 76 69 64 2243 93 97 50 82 58 64 70 47 425 47
internal_value=0 -4.46082e-05 -2.14602e-05 -0.000204822 3.53937e-05 1.94589e-05 -0.000271437 -0.000776571 5.69121e-05 3.16913e-05 0.000196309 -0.000105992 -5.19411e-05 8.79369e-05 -0.000316135
internal_weight=0 3691 3615 859 2756 2687 304 147 2383 2301 157 795 725 472 253
internal_count=3738 3691 3615 859 2756 2687 304 147 2383 2301 157 795 725 472 253
is_linear=0
shrinkage=0.0995203


Tree=6489
num_leaves=14
num_cat=0
split_feature=19 28 17 18 18 17 5 30 24 20 21 18 21
split_gain=0.00857035 0.00754726 0.00317179 0.00420048 0.00472641 0.00359457 0.0097333 0.00242582 0.00453476 0.00230916 0.00493309 0.00169936 0.00137943
threshold=0.14071500000000006 0.080375000000000016 -0.09744499999999999 -0.094939999999999997 -0.10303999999999999 -0.13530499999999998 0.065520000000000023 0.10721500000000002 -0.070004999999999998 0.0013750000000000004 0.13276500000000005 -0.090899999999999995 0.13765500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 9 -7 8 -5 10 11 -1 -10
right_child=-2 -3 3 7 -6 6 -8 -9 12 -11 -12 -13 -14
leaf_value=4.5399752841107302e-05 0.0013118542273982199 -0.0010219467616841718 8.751376964960662e-05 -0.00095770125288309363 0.001311478013197145 3.5222347431383416e-05 -0.0017170912478236355 0.00055739318761956593 2.1439548652847956e-05 -0.00064116076013954527 0.00095140475969974299 -0.000261202461449478 -0.00046959499059307213
leaf_weight=344 47 76 80 49 53 77 52 77 2343 71 46 365 58
leaf_count=344 47 76 80 49 53 77 52 77 2343 71 46 365 58
internal_value=0 -4.02571e-05 -1.93921e-05 3.62092e-05 0.000581414 -0.000175118 -0.000664791 7.19019e-06 -9.76779e-06 -9.7652e-05 -4.54563e-05 -0.000111287 9.23686e-06
internal_weight=0 3691 3615 2660 133 955 129 2527 2450 826 755 709 2401
internal_count=3738 3691 3615 2660 133 955 129 2527 2450 826 755 709 2401
is_linear=0
shrinkage=0.0995203


Tree=6490
num_leaves=18
num_cat=0
split_feature=19 5 5 3 9 7 21 26 5 6 26 26 3 1 1 9 3
split_gain=0.00694922 0.00455519 0.0470029 0.00303557 0.00259581 0.00943446 0.00664773 0.0110707 0.0025599 0.00296744 0.00255913 0.00843802 0.0046525 0.00331532 0.00257526 0.00248683 0.00179236
threshold=0.14071500000000006 0.064585000000000017 0.070325000000000013 0.14530500000000005 0.11296000000000002 0.08833000000000002 0.086835000000000009 0.11275500000000002 0.13648000000000002 0.093595000000000025 0.089795000000000028 0.08919500000000001 0.08511500000000001 0.0043150000000000011 -0.078509999999999983 0.098720000000000016 0.094285000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 8 5 10 7 -6 -4 15 11 14 -12 -14 -1 -10 -11
right_child=-2 2 3 -5 6 -7 -8 -9 9 16 12 -13 13 -15 -16 -17 -18
leaf_value=0.00023392264174702438 0.001181298202278625 -0.003169257440921227 0.0003988294026379782 0.0006997535917846276 1.3643323920635091e-05 0.0013498604355486846 0.00050887672660116358 -0.0019029139499934747 2.5150544122226796e-05 -0.0010456536354738082 -0.001080793570456825 0.0012457304578182078 3.4393744488930995e-05 -0.00050478383855168704 -2.9636677273328636e-05 -0.00053353533372567244 -0.00018724858582736938
leaf_weight=512 47 51 88 50 72 54 60 50 431 56 48 60 592 139 1285 96 47
leaf_count=512 47 51 88 50 72 54 60 50 431 56 48 60 592 139 1285 96 47
internal_value=0 -3.62065e-05 -0.000243327 -4.79603e-05 2.25722e-05 4.74497e-05 -0.000340624 -0.000765121 -0.00010117 -0.00017231 2.04585e-05 8.42376e-05 -0.000130529 -6.70113e-05 4.50009e-05 -7.50681e-05 -0.000661902
internal_weight=0 3691 819 768 2872 2690 182 122 718 630 2636 1857 779 731 1797 527 103
internal_count=3738 3691 819 768 2872 2690 182 122 718 630 2636 1857 779 731 1797 527 103
is_linear=0
shrinkage=0.0995203


Tree=6491
num_leaves=15
num_cat=0
split_feature=28 19 12 3 3 26 26 0 4 4 4 3 20 2
split_gain=0.00606441 0.00541778 0.00249171 0.00272519 0.00344934 0.00461856 0.00598356 0.00409832 0.00344596 0.00405208 0.0037349 0.00272137 0.0026616 0.00205798
threshold=0.080375000000000016 0.14061500000000002 0.098385000000000028 0.087445000000000023 0.086895000000000014 0.089795000000000028 0.088545000000000026 -0.086855000000000002 0.11860000000000002 0.12665500000000005 0.11509500000000002 0.089095000000000021 -0.047859999999999993 -0.083534999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 10 -10 11 -5 -11 -6
right_child=-2 -3 -4 8 13 7 -8 -9 9 12 -12 -13 -14 -15
leaf_value=8.2408236338635566e-05 -0.00088124411131434998 0.0010733075373948241 -0.00071853253923324933 -0.00032520794113921191 0.00024502114319608221 -0.0011763485089498365 0.0012086153796346197 6.5033661532912473e-05 0.0010758887009963461 0.0006479581881907384 -0.00097647885252540078 -2.9318102284498897e-05 -0.00015516142855667532 0.0011741797361135586
leaf_weight=762 79 46 49 370 53 52 50 51 52 58 47 1886 136 47
leaf_count=762 79 46 49 370 53 52 50 51 52 58 47 1886 136 47
internal_value=0 0 -1.35941e-05 -3.67244e-06 0.000133991 7.234e-05 0.000152764 -0.000553736 -5.88106e-05 0.000294414 -9.68965e-05 -7.8209e-05 8.07269e-05 0.000689912
internal_weight=0 3659 3613 3564 1015 915 812 103 2549 246 2303 2256 194 100
internal_count=3738 3659 3613 3564 1015 915 812 103 2549 246 2303 2256 194 100
is_linear=0
shrinkage=0.0995203


Tree=6492
num_leaves=20
num_cat=0
split_feature=3 3 3 2 0 6 3 9 18 2 21 3 3 5 21 0 0 6 3
split_gain=0.00341568 0.0117398 0.0097201 0.0196974 0.00637837 0.0040284 0.00646244 0.00327614 0.00571684 0.0027863 0.0023751 0.0042717 0.00458255 0.00174729 0.00164894 0.00155807 0.00215812 0.0016603 0.00117172
threshold=0.08511500000000001 0.08544000000000003 0.084685000000000024 -0.084314999999999987 -0.14909499999999998 0.087765000000000024 0.084065000000000015 0.083715000000000026 -0.0092699999999999987 -0.086169999999999983 0.11987500000000002 0.10871500000000002 0.12389500000000002 0.63455500000000009 0.11729000000000002 -0.23032 -0.19631499999999999 -0.090454999999999994 0.13977500000000004
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 -1 6 7 9 -9 -6 13 -12 -13 14 15 17 -17 -3 -14
right_child=1 10 3 -5 5 -7 -8 8 -10 -11 11 12 18 -15 -16 16 -18 -19 -20
leaf_value=0.0010956307137680828 -0.0014975143426929295 -0.00085012312382522128 -0.00035148616169953292 0.0024885911534572856 -0.00082086202256500629 0.000651429270352467 -0.00096658149160595321 0.0012708146322532627 -5.4959757291299161e-05 -1.4902571835537871e-05 0.00042942342808477093 -0.0012931893638789438 7.7078571934929548e-05 0.00055228864129038392 0.00057591411818344964 0.00065062653590062939 -2.2678127244599503e-05 0 -0.00048015635206956938
leaf_weight=51 55 46 46 50 60 66 84 47 99 153 58 57 64 55 46 48 2549 47 83
leaf_count=51 55 46 46 50 60 66 84 47 99 153 58 57 64 55 46 48 2549 47 83
internal_value=0 -5.61475e-05 0.000193686 0.00111919 3.35659e-05 -7.1241e-05 -0.000180755 8.3453e-07 0.000366224 -0.000245777 -2.9913e-05 -0.000316437 -0.000532509 -2.7227e-06 -1.41789e-05 -2.45741e-05 -9.9183e-06 -0.00042503 -0.000231982
internal_weight=0 3108 656 96 560 509 443 359 146 213 3053 262 204 2791 2736 2690 2597 93 147
internal_count=3764 3108 656 96 560 509 443 359 146 213 3053 262 204 2791 2736 2690 2597 93 147
is_linear=0
shrinkage=0.0995203


Tree=6493
num_leaves=26
num_cat=0
split_feature=22 18 18 18 18 1 26 9 26 26 3 3 26 0 3 3 4 18 3 3 9 6 9 3 0
split_gain=0.00315583 0.00255988 0.00527967 0.00332308 0.0133395 0.0037602 0.00916256 0.00680584 0.00678142 0.00440104 0.00263562 0.00949515 0.00599202 0.013183 0.0028312 0.00276712 0.00250752 0.00383189 0.00220833 0.00199745 0.00202349 0.00194446 0.00159089 0.0028237 0.00153283
threshold=0.11884500000000002 -0.093649999999999997 -0.10872 -0.015069999999999998 -0.020389999999999998 -0.083284999999999984 0.097315000000000026 0.091405000000000028 0.088605000000000017 0.090020000000000031 0.090765000000000026 0.090295000000000028 0.08709500000000002 -0.084834999999999994 0.091865000000000016 0.092635000000000023 0.10098000000000003 -0.12363 0.093835000000000016 0.086015000000000022 0.087695000000000009 0.085465000000000027 0.09649000000000002 0.11404500000000002 -0.062294999999999996
decision_type=2 2 2 2 2 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 4 5 7 9 8 -3 -7 11 12 21 -14 -12 -16 17 22 -17 -4 -21 -5 23 -1 -24
right_child=-2 3 19 10 -6 6 -8 -9 -10 -11 14 -13 13 -15 15 18 -18 -19 -20 20 -22 -23 24 -25 -26
leaf_value=-1.3666083284787998e-05 -0.00060714448384651949 -0.00056636871061673357 0.0011798881196478806 -2.6862478876761411e-05 -0.0015037918215331384 7.2572728155688383e-05 0.00098016343424794298 -0.0013100721127953512 0.00066103241511069753 -0.00058416094928061095 -0.00063229922981045269 0.0014656668071645303 0.00089779852549199768 -0.00026835917227741875 0.00070814780029996856 -0.00057358002260932388 0.00060979938890248526 -0.00089927138589641366 -1.6265811381236264e-05 -2.8923641824079284e-05 0.00087408518510546397 -0.00047681955987507015 -0.00058381812757257029 0.00079395201102964996 0.00011891173858232604
leaf_weight=150 86 119 56 388 71 358 90 62 71 140 81 52 215 172 49 76 61 49 1016 48 47 128 63 59 57
leaf_count=150 86 119 56 388 71 358 90 62 71 140 81 52 215 172 49 76 61 49 1016 48 47 128 63 59 57
internal_value=0 2.5462e-06 0.000192698 -3.35195e-05 -0.000193244 -8.14967e-05 5.51245e-05 -0.000403528 -0.0001034 -0.000110407 3.29437e-05 0.000157058 8.07946e-05 0.000377391 -6.33828e-05 -2.22777e-05 1.61857e-05 -7.74435e-05 -5.58029e-05 0.000700447 0.000409211 -0.000140066 4.24683e-05 0.000210405 -0.0002432
internal_weight=0 3678 590 3088 911 840 588 252 190 498 2177 955 903 387 1222 1141 439 378 1092 151 95 516 329 209 120
internal_count=3764 3678 590 3088 911 840 588 252 190 498 2177 955 903 387 1222 1141 439 378 1092 151 95 516 329 209 120
is_linear=0
shrinkage=0.0995203


Tree=6494
num_leaves=32
num_cat=0
split_feature=17 3 0 17 6 17 17 9 26 6 20 0 17 17 26 9 0 4 4 26 26 3 17 6 26 6 17 6 26 5 26
split_gain=0.00279072 0.0189607 0.0212478 0.00416652 0.00409133 0.00298318 0.016737 0.00348301 0.00501726 0.00347729 0.00506459 0.00453182 0.00327244 0.00324406 0.00479453 0.00522347 0.0033324 0.00327167 0.00431666 0.00265743 0.00403306 0.00423819 0.00500631 0.003836 0.00237914 0.00388698 0.00375089 0.00480886 0.00182837 0.00372865 0.00210394
threshold=0.0031350000000000006 0.084855000000000028 -0.085794999999999996 0.016900000000000005 -0.0065449999999999996 -0.011809999999999999 -0.0094900000000000002 0.11222500000000002 0.090455000000000021 0.085760000000000017 -0.048779999999999997 -0.084894999999999984 -1.0000000180025095e-35 -0.031185000000000001 0.090545000000000028 0.084345000000000017 -0.083814999999999987 0.11874000000000003 0.10876500000000001 0.095150000000000026 0.089795000000000028 0.087625000000000022 0.22924500000000006 0.10313000000000001 0.11624000000000002 0.096435000000000021 0.07134500000000002 0.10877500000000002 0.12043500000000003 -0.078739999999999991 0.31428500000000009
decision_type=2 2 2 2 2 2 2 2 2 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 13 -7 8 9 10 -8 -11 -10 17 15 -15 -17 18 28 20 21 -5 -23 -22 26 -26 -21 -28 29 -1 -30
right_child=1 3 -4 19 -6 6 7 -9 12 11 -12 -13 -14 14 -16 16 -18 -19 -20 24 23 22 -24 -25 25 -27 27 -29 30 -31 -32
leaf_value=-0.00058279275667501556 0.0022853633528057463 0.0012782561685110059 -0.00037998712530772734 0.00055801256531257397 -3.2386626720378052e-05 -0.001838678047699075 0.00030406364956747243 0.00053943937171978479 -0.0013543853122972369 -9.9074915626689425e-05 -0.0003993119212328565 0.0011797634764990992 -0.0003284039814226516 0.00089885508809066806 0.0012642881586445928 -0.00086865834947643099 0.00027839273254760794 -0.00068342351532693429 0.00076492928077608795 0.0011667604056709194 -0.00029566680858039398 -0.00058075379069189232 0.00013823945305919814 -0.001433660881423823 0.00027538086903465889 -0.00081632503412721322 -0.00046939600404237751 0.00076475379201323371 0.00085961329616752872 -2.1739665467264623e-05 -7.2759390508453522e-05
leaf_weight=130 78 46 47 86 46 59 153 76 50 60 296 49 88 54 47 52 47 75 68 46 88 188 193 46 79 54 66 59 46 1245 47
leaf_count=130 78 46 47 86 46 59 153 76 50 60 296 49 88 54 47 52 47 75 68 46 88 188 193 46 79 54 66 59 46 1245 47
internal_value=0 0.000121119 0.00127664 -2.29348e-05 0.000614037 -6.61646e-05 -0.000222302 -9.771e-05 -0.00016846 -3.40358e-05 -0.000157808 0.000468306 -0.000706069 5.02894e-06 0.000383463 0.000107532 -0.00031583 -4.14442e-05 -9.56457e-06 -8.85923e-05 -0.000210449 -7.03965e-05 -0.000214391 -0.000692431 0.000149621 -0.000161713 0.000396558 0.000106574 -4.5998e-05 -7.53801e-05 0.000379612
internal_weight=0 1122 125 997 92 2642 831 772 696 558 449 109 138 1811 200 153 99 1611 1536 905 601 467 381 134 304 133 171 125 1468 1375 93
internal_count=3764 1122 125 997 92 2642 831 772 696 558 449 109 138 1811 200 153 99 1611 1536 905 601 467 381 134 304 133 171 125 1468 1375 93
is_linear=0
shrinkage=0.0995203


Tree=6495
num_leaves=27
num_cat=0
split_feature=22 17 3 3 18 9 9 18 3 18 2 9 2 17 8 17 2 5 0 9 0 2 0 0 9 2
split_gain=0.00233335 0.00225966 0.0151299 0.0117392 0.0050185 0.00228154 0.0105508 0.00321605 0.00359404 0.00959755 0.00258205 0.0057622 0.0054891 0.0100934 0.0104525 0.00548001 0.00448674 0.00366709 0.0105786 0.00888349 0.00223752 0.00392168 0.002173 0.00239853 0.00325575 0.00181379
threshold=0.12026000000000002 0.0031350000000000006 0.084855000000000028 0.081685000000000021 -0.088855000000000003 0.085945000000000021 0.085495000000000029 0.086285000000000014 0.10871500000000002 0.093865000000000018 -0.082294999999999993 0.08679000000000002 -0.079739999999999991 -0.041415 -0.082419999999999993 -0.10193000000000001 -0.078914999999999999 -0.012704999999999999 -0.070134999999999989 0.088710000000000025 0.076335000000000014 0.13896000000000006 -0.044789999999999996 -0.06340999999999998 0.11007500000000002 -0.067815
decision_type=2 2 2 2 2 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 -4 6 7 20 9 -9 11 -7 13 15 -15 -12 -14 18 -13 -19 21 -1 23 24 -6 -18
right_child=-2 2 4 -5 22 10 -8 8 -10 -11 12 17 16 14 -16 -17 25 19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-4.3351009715144452e-05 -0.00053100059764680065 -5.7118223281101817e-05 0.00098309301757625316 0.0019272991562319895 -0.00010847908420307618 0.0010046551114428197 -0.0015183443794983932 -0.00092438854303892432 -0.0010854752973518862 0.00085410885796199313 -0.00052151653324054696 0.0009628010908407415 0.0010245524671187668 -0.00023745030931307371 -0.0022252762432773522 0.00076877054655896465 -0.00016520768899857969 -0.00088803521964428314 -0.00065985778495980703 0.00020597333026154958 -0.00067115040728258962 0.00065223621054454983 0.00053827088782708852 -0.00078504070169683712 0.00074325077107729326 0.00026737204549232561
leaf_weight=907 83 47 48 76 776 76 53 69 62 53 66 124 48 56 51 64 242 103 58 255 49 88 56 48 47 159
leaf_count=907 83 47 48 76 776 76 53 69 62 53 66 124 48 56 51 64 242 103 58 255 49 88 56 48 47 159
internal_value=0 2.4101e-06 0.000122216 0.00116237 -8.16409e-06 -4.82009e-05 -0.000142649 -8.26076e-05 -0.000466383 -0.000145053 4.40949e-05 0.000192411 -8.78932e-05 -0.00047605 -0.00119257 0.000107405 0.000115168 7.65787e-05 0.000441192 -0.000106497 -1.41848e-05 1.73456e-05 -6.03745e-05 -9.98036e-05 -5.88436e-05 4.2725e-06
internal_weight=0 3681 1098 123 975 2583 1281 1228 184 122 1302 616 686 237 107 130 449 540 182 358 1044 995 927 871 823 401
internal_count=3764 3681 1098 123 975 2583 1281 1228 184 122 1302 616 686 237 107 130 449 540 182 358 1044 995 927 871 823 401
is_linear=0
shrinkage=0.0995203


Tree=6496
num_leaves=12
num_cat=0
split_feature=18 10 10 18 18 18 26 17 0 21 0
split_gain=0.00392356 0.00204844 0.00257596 0.00189904 0.00576943 0.00388823 0.00331929 0.00278012 0.00415484 0.00225966 0.00195116
threshold=0.26090000000000008 0.090150000000000022 0.086275000000000018 0.11504500000000002 0.10698500000000001 0.10307000000000002 0.11624000000000002 0.07134500000000002 -0.075179999999999983 0.13765500000000006 -0.083039999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 7 8 -5 -1 -9
right_child=-2 -3 -4 6 -6 -7 -8 10 -10 -11 -12
leaf_value=4.5581903285731887e-05 0.00074375895186083274 -0.00043344269725992431 0.0006912363691943304 -0.00025897995054790043 0.00092229434907437318 -0.00080017382646565671 -0.00071945678017745079 7.4890603713084471e-05 0.00098417184392321413 0.00062277241237007478 -0.00081755838070444737
leaf_weight=3034 81 87 62 51 76 53 86 46 54 69 48
leaf_count=3034 81 87 62 51 76 53 86 46 54 69 48
internal_value=0 4.26528e-05 5.44547e-05 4.29963e-05 6.49043e-05 4.3998e-05 -0.000202575 1.66876e-05 0.000372559 5.86805e-05 -0.000372119
internal_weight=0 3666 3579 3517 3232 3156 285 199 105 3103 94
internal_count=3747 3666 3579 3517 3232 3156 285 199 105 3103 94
is_linear=0
shrinkage=0.0995203


Tree=6497
num_leaves=26
num_cat=0
split_feature=1 1 26 1 17 26 9 9 9 26 5 17 17 3 9 7 8 21 4 3 5 9 4 5 4
split_gain=0.00296251 0.00902174 0.0272739 0.00510236 0.00171698 0.00230921 0.00513354 0.0141072 0.00604621 0.00453193 0.00513462 0.0075598 0.0038088 0.00357918 0.00205784 0.00167204 0.00143511 0.00139801 0.00391922 0.0018691 0.00334924 0.00484499 0.00280931 0.00400972 0.00272488
threshold=-0.082489999999999994 -0.085014999999999993 0.09167500000000002 -0.081889999999999991 0.063160000000000022 0.087435000000000027 0.083715000000000026 0.084755000000000011 0.08073000000000001 0.089725000000000013 -0.011764999999999999 -0.09744499999999999 -0.096019999999999994 0.099655000000000021 0.095950000000000021 0.078295000000000017 -0.08569499999999998 0.13765500000000006 0.10845500000000002 0.12061000000000002 -0.50544999999999984 -0.093949999999999992 0.10976000000000002 -0.46834999999999999 0.10533000000000002
decision_type=2 2 2 2 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 8 -8 13 12 -11 -12 -7 -1 -9 17 -6 19 -19 22 -21 -22 24 -24 -5
right_child=3 2 -4 15 16 9 7 14 -10 10 11 -13 -14 -15 -16 -17 -18 18 -20 20 21 -23 23 -25 -26
leaf_value=0.0005391806837741109 -0.0010303255759533067 -0.00023588832543220832 0.0028720329042911238 3.5162275151809424e-05 0.00012789827132772693 0.00010602799776461834 0.0018370539813187562 0.00037018166448077354 -0.0010736484425940536 -0.00064316401673361449 -2.9857367535691672e-05 0.0014603612605776394 -0.0010341753263259782 -0.00034939578237281319 -0.0003157278286915407 -0.00046011953507594925 -0.00057189163282564013 0.00096041574727291721 -0.00022968918423961788 -0.00097898393872980906 0.00079721570369663752 -0.00027894262587577749 0.00099918500817774807 0 -0.00063476197708758745
leaf_weight=114 47 68 47 1942 49 48 66 138 47 49 87 54 69 73 62 71 66 56 52 48 51 218 72 91 62
leaf_count=114 47 68 47 1942 49 48 66 138 47 49 87 54 69 73 62 71 66 56 52 48 51 218 72 91 62
internal_value=0 0.000195336 0.00102719 -2.16722e-06 9.06918e-05 0.000142622 0.000274872 0.000574269 -6.19693e-05 -7.01038e-05 0.000226893 0.000535059 -0.000559403 0.000187926 0.000153457 1.56716e-05 -0.000266602 2.90203e-05 0.000379823 1.34385e-05 -0.000211807 -7.18693e-05 4.67663e-05 0.00044425 1.40276e-05
internal_weight=0 1037 115 2710 922 807 500 266 234 307 190 141 117 187 200 2663 115 2592 108 2484 317 269 2167 163 2004
internal_count=3747 1037 115 2710 922 807 500 266 234 307 190 141 117 187 200 2663 115 2592 108 2484 317 269 2167 163 2004
is_linear=0
shrinkage=0.0995203


Tree=6498
num_leaves=10
num_cat=0
split_feature=18 19 21 2 10 5 21 9 21
split_gain=0.00318938 0.00184764 0.00175754 0.00602797 0.00149026 0.00263605 0.00179739 0.00243406 0.0021244
threshold=0.26090000000000008 0.13881500000000005 0.13276500000000005 -0.032624999999999994 0.090150000000000022 0.63455500000000009 0.10287500000000004 0.086155000000000023 0.10068500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 8 -8 -1
right_child=-2 -3 3 -5 -6 -7 7 -9 -10
leaf_value=4.1239452541049037e-05 0.00066522735103045449 -0.00059248724388617053 -0.00025052202745473628 0.0010216890049137538 -0.0003996060944460283 0.00078585796670367918 -0.00052491322014096742 6.3328218731397865e-06 0.0007100653763001337
leaf_weight=2933 81 46 73 73 79 46 131 237 48
leaf_count=2933 81 46 73 73 79 46 131 237 48
internal_value=0 3.31143e-05 4.12901e-05 0.000379977 2.68207e-05 3.69845e-05 2.6454e-05 -0.000180555 5.22835e-05
internal_weight=0 3666 3620 146 3474 3395 3349 368 2981
internal_count=3747 3666 3620 146 3474 3395 3349 368 2981
is_linear=0
shrinkage=0.0995203


Tree=6499
num_leaves=14
num_cat=0
split_feature=18 18 18 18 26 17 0 9 9 26 9 17 0
split_gain=0.00258546 0.00159597 0.00469777 0.00314575 0.00263404 0.00229614 0.00313601 0.00196046 0.00722377 0.00775298 0.00524224 0.00210301 0.00107125
threshold=0.26090000000000008 0.11504500000000002 0.10698500000000001 0.10307000000000002 0.11624000000000002 0.07134500000000002 -0.075179999999999983 0.11007500000000002 0.11408000000000003 0.11861500000000001 0.10591500000000002 0.51392000000000015 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -3 10 -9 -10 11 -1 -7
right_child=-2 4 -4 -5 -6 12 -8 8 9 -11 -12 -13 -14
leaf_value=2.4945132230068233e-05 0.00059902392960387181 -0.00024044332039535303 0.00082356701912124017 -0.0007281819714884762 -0.00065484215248300213 -4.249360874980115e-06 0.00081079761956161819 0.0013968477869742224 0.0004748752839616317 -0.00097374976076683667 -0.0009303499833444919 0.00048127392313880427 -0.00066595127885475235
leaf_weight=2858 81 52 76 53 86 51 59 49 118 53 56 104 51
leaf_count=2858 81 52 76 53 86 51 59 49 118 53 56 104 51
internal_value=0 2.98188e-05 4.95795e-05 3.14569e-05 -0.000189966 0 0.000310949 4.41435e-05 0.000331237 2.10988e-05 2.29444e-05 4.12439e-05 -0.000343126
internal_weight=0 3666 3367 3291 299 213 111 3238 220 171 3018 2962 102
internal_count=3747 3666 3367 3291 299 213 111 3238 220 171 3018 2962 102
is_linear=0
shrinkage=0.0995203


Tree=6500
num_leaves=37
num_cat=0
split_feature=18 17 17 17 17 5 17 6 6 5 26 5 17 2 2 0 18 9 17 1 21 21 9 26 26 9 6 3 3 18 3 1 8 21 21 9
split_gain=0.00379554 0.0152977 0.0252326 0.0105007 0.00207576 0.00303179 0.00418729 0.00839267 0.00868519 0.00561164 0.00468372 0.00326591 0.00293008 0.00450407 0.00337695 0.00431809 0.00457533 0.00388872 0.00355308 0.00273796 0.00230495 0.00479712 0.00204103 0.00865757 0.00785451 0.00195608 0.00194082 0.00212688 0.00252777 0.0025371 0.00234931 0.00234376 0.00606315 0.00368393 0.00170042 0.0016542
threshold=-0.069565000000000002 0.033280000000000011 0.12576000000000004 0.4039100000000001 -0.081244999999999998 -0.037239999999999995 0.51326500000000019 0.10877500000000002 0.088915000000000022 -0.011204999999999998 0.089365000000000014 -0.051389999999999998 -0.093784999999999993 -0.080555000000000002 -0.08569499999999998 -0.08076499999999999 -0.01264 0.09143500000000003 -0.24445500000000001 -0.027059999999999997 0.094640000000000016 0.099685000000000024 0.11296000000000002 0.10219500000000002 0.12086000000000002 0.092150000000000024 0.10384500000000003 0.086130000000000026 0.084855000000000028 -0.097059999999999994 0.087045000000000025 -0.0086750000000000004 -0.081669999999999993 0.10886500000000003 0.10452500000000002 0.084645000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 -3 -4 12 11 7 8 10 -10 -7 20 14 -14 15 16 -2 18 -16 -20 22 -22 24 -24 -6 -17 27 28 29 -1 -29 33 -33 -32 -23 -30
right_child=4 2 3 -5 5 6 -8 -9 9 -11 -12 -13 13 -15 17 25 -18 -19 19 -21 21 34 23 -25 -26 -27 -28 30 35 -31 31 32 -34 -35 -36 -37
leaf_value=-0.00054229803641681496 0.0014822134623052176 0.0030222441512150395 -0.00058002231630285069 0.001249612489382078 -3.2074443042618798e-05 -0.0002953152208346605 -0.001202729445394341 0.00099360887080572591 -0.0019661171505917117 -0.0004784299940159879 0.00066769532498059554 0.00059195705297558447 -0.00015639796653599218 0.0011130955944095755 -0.0010348426178641513 -0.00056544031825829868 0.00011501606454602899 0.0003335015302234231 0.00037421568262258108 -0.0006761714333637347 -0.0010338635169464001 0.00042296073814681744 0.00039267034778206863 -0.0014423578273559236 0.0010739403184862931 0.00030203584546933964 -0.00056369343787527487 -0.00071069379303662767 0.0011386676322466087 0.00047569107332405216 -4.4408733283824116e-06 0.0012614709963416975 2.8650379662272294e-07 -0.00083686558594029152 -0.00022772669136846986 0.00026538377099783497
leaf_weight=47 47 46 65 59 969 254 48 50 47 58 62 78 47 64 74 54 53 77 52 46 70 49 56 46 68 48 56 48 46 50 363 48 183 62 201 46
leaf_count=47 47 46 65 59 969 254 48 50 47 58 62 78 47 64 74 54 53 77 52 46 70 49 56 46 68 48 56 48 46 50 363 48 183 62 201 46
internal_value=0 0.000160283 0.0010297 0.000283928 -5.86671e-05 -0.000105202 -0.000313369 -0.000220996 -0.000367193 -0.00115214 -0.000103779 -3.43775e-05 0.000110118 0.000568187 -8.06395e-07 0.000299715 0.000765786 -0.000247891 -0.000512925 -0.00011047 -6.84233e-05 -0.000304433 -1.39815e-06 -0.000426866 3.96617e-05 -0.000149191 3.67704e-06 4.01736e-05 0.000337045 -9.12196e-06 -3.83636e-05 9.58343e-06 0.000265895 -0.000127803 -9.69174e-05 0.000710924
internal_weight=0 1119 170 124 2618 2056 519 471 421 105 316 1537 562 111 451 202 100 249 172 98 1459 320 1139 102 1037 102 949 893 189 97 704 656 231 425 250 92
internal_count=3737 1119 170 124 2618 2056 519 471 421 105 316 1537 562 111 451 202 100 249 172 98 1459 320 1139 102 1037 102 949 893 189 97 704 656 231 425 250 92
is_linear=0
shrinkage=0.0995203


Tree=6501
num_leaves=29
num_cat=0
split_feature=18 18 4 21 8 8 21 3 3 3 9 0 5 3 1 4 9 9 21 17 0 21 3 8 4 1 1 21
split_gain=0.00307721 0.0198932 0.00268049 0.00259964 0.00421553 0.00424987 0.0114049 0.00568722 0.00292047 0.0034493 0.00329745 0.00217018 0.00306797 0.00431433 0.0024673 0.00782166 0.0021497 0.00285759 0.00229351 0.00205656 0.00372952 0.00226946 0.00240988 0.00365787 0.0015349 0.00231527 0.00224752 0.0021159
threshold=-0.093649999999999997 -0.097059999999999994 0.10353000000000002 0.094640000000000016 0.079450000000000021 -0.045194999999999999 0.10403500000000003 0.10850000000000003 0.08622500000000001 0.086965000000000028 0.08622500000000001 -0.15034 -0.49053999999999998 0.15108000000000005 0.0022300000000000006 0.10543500000000001 0.10054500000000002 0.091485000000000025 0.10168500000000003 1.0000000180025095e-35 -0.085794999999999996 0.086065000000000016 0.085355000000000028 -0.0073049999999999999 0.085990000000000025 -0.12118 -0.048734999999999994 -0.0092899999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 8 5 16 -7 -8 19 10 -10 14 -13 -14 -11 -16 17 18 -5 21 -21 22 23 -2 25 -1 -27 -28
right_child=3 -3 -4 4 -6 6 7 -9 9 11 -12 12 13 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 27 -29
leaf_value=-0.00064540518020066411 1.475627729372602e-05 0.0017897261766184687 -0.00067476449705354134 0.00051380732917891288 0.00050530519841634591 -0.0020510512228839807 0.00052600383738797768 -0.00081354316917806903 0.0011201958725873529 -0.0008539323798669394 2.782271908466166e-05 0.00073428740140272565 7.9590971116528191e-05 -0.00076036954674751889 0.00098050188732723247 -0.00065893256082368078 0.00048355334616726056 -0.00080048536515273745 -0.0002356907826101299 -0.00013060068022599161 -0.0012489957015290221 -0.00071129243015871852 0.00050906589234082174 -0.00083255966571832841 0.00050815594373596746 0.00066987706626238223 0.0005651288791349077 -0.00013876033479669867
leaf_weight=48 337 70 52 54 68 47 55 72 59 54 54 67 1499 63 46 77 50 65 159 88 46 51 74 59 70 56 51 246
leaf_count=48 337 70 52 54 68 47 55 72 59 54 54 67 1499 63 46 77 50 65 159 88 46 51 74 59 70 56 51 246
internal_value=0 0.000214139 1.69168e-06 -3.29836e-05 -0.000225348 -0.000325951 -0.000724393 -0.000226979 9.2965e-06 7.15302e-05 0.000605422 3.76717e-05 7.40337e-05 4.51888e-05 -0.000292356 -3.91551e-05 -0.000112087 -0.000222161 -4.18338e-05 -0.000171784 -0.000520637 -8.04887e-05 -1.0298e-05 -0.000109418 7.81129e-05 1.00148e-06 9.12173e-05 -1.51341e-05
internal_weight=0 593 523 3144 570 502 174 127 2574 1919 113 1806 1629 1562 177 123 328 278 213 655 134 521 470 396 471 401 353 297
internal_count=3737 593 523 3144 570 502 174 127 2574 1919 113 1806 1629 1562 177 123 328 278 213 655 134 521 470 396 471 401 353 297
is_linear=0
shrinkage=0.0995203


Tree=6502
num_leaves=19
num_cat=0
split_feature=19 1 1 10 9 6 6 3 3 17 8 4 3 3 1 2 1 35
split_gain=0.0033112 0.00258002 0.0114071 0.00206963 0.00209577 0.00397938 0.00414189 0.001702 0.00591385 0.00361171 0.00638901 0.00484154 0.00203942 0.00172073 0.00223629 0.0101692 0.00539014 0.00165958
threshold=0.14107000000000006 -0.091829999999999995 -0.093734999999999999 0.086165000000000019 0.093605000000000022 0.10384500000000003 0.089315000000000019 0.084380000000000024 0.083955000000000016 -0.010239999999999999 -0.08595499999999999 0.081905000000000019 0.084735000000000019 0.085035000000000013 -0.083284999999999984 -0.081864999999999993 -0.081224999999999992 -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 5 6 -1 8 9 10 -3 -11 -9 -14 15 -15 -16 -13
right_child=-2 7 -4 -5 -6 -7 -8 12 -10 11 -12 17 13 14 16 -17 -18 -19
leaf_value=5.2213756019949406e-05 -0.00083339403827515312 -0.00027842303182011715 0.0016581644808200166 -0.00040272749316792649 0.00063621529110981592 -0.00069371753141278059 0.0010285334115442389 0.00053492685164751187 -0.0010936817060452956 -0.0010924661521820259 0.0012774293290921154 -0.00037796640474900577 -0.00055506359746040044 -0.00078642015379854976 0.00087837067545328278 0.00067220846843585725 3.5018626791734903e-06 0.00036118290212118633
leaf_weight=326 46 56 49 77 75 59 50 70 64 54 48 53 56 144 72 70 2299 69
leaf_count=326 46 56 49 77 75 59 50 70 64 54 48 53 56 144 72 70 2299 69
internal_value=0 1.6089e-05 0.000198575 7.5341e-05 0.000149125 6.32622e-05 0.000184221 -2.16337e-05 -0.000230213 -2.99245e-05 0.000431792 -0.000307408 4.531e-06 -9.21724e-06 2.291e-06 -0.000305473 3.04142e-05 3.3367e-05
internal_weight=0 3691 636 587 510 435 376 3055 344 280 104 176 2711 2641 2585 214 2371 122
internal_count=3737 3691 636 587 510 435 376 3055 344 280 104 176 2711 2641 2585 214 2371 122
is_linear=0
shrinkage=0.0995203


Tree=6503
num_leaves=20
num_cat=0
split_feature=19 0 0 0 0 6 0 17 6 8 0 21 21 8 17 18 0 0 6
split_gain=0.00268517 0.00265679 0.0153888 0.00601467 0.00344708 0.0118668 0.00246131 0.00864235 0.00835785 0.00638351 0.00385061 0.00195143 0.0040208 0.00213635 0.0014849 0.00230772 0.00212569 0.00604738 0.0050635
threshold=0.14107000000000006 -0.082794999999999994 -0.082404999999999992 -0.083390000000000006 -0.08176499999999999 0.089090000000000016 -0.085684999999999997 -0.0077549999999999997 -0.007045 -0.085165000000000005 -0.086304999999999993 0.094640000000000016 0.092595000000000025 -0.028454999999999998 0.50644500000000015 -0.053034999999999992 -0.071484999999999993 -0.068604999999999985 0.098855000000000012
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 10 9 -9 -8 11 12 -1 -13 16 -16 18 -18 -6
right_child=-2 2 4 -5 14 -7 7 8 -10 -11 -12 13 -14 -15 15 -17 17 -19 -20
leaf_value=-1.8859735980827918e-05 -0.00075045450972640096 0.0018992927004570228 -0.00042711648108835156 -0.0010313555346051009 -2.5194496215329433e-05 0.0017885973372510633 -0.0011541258932664304 0.0017452030743042805 0.00017277019940943318 0.00020705528333362939 -0.00073552856801299389 -4.6710068877262392e-05 0.00092148745069291812 -0.00053821047714763945 0.00085239116226711693 -9.0886299728283775e-05 0.00077879861516865195 -2.4496668536193216e-06 -0.00082612742682292191
leaf_weight=1056 46 46 49 62 506 46 55 55 89 88 85 227 47 147 52 48 111 829 93
leaf_count=1056 46 46 49 62 506 46 55 55 89 88 85 227 47 147 52 48 111 829 93
internal_value=0 1.45099e-05 0.000102178 -6.67201e-05 5.40314e-05 0.000637139 -3.39315e-05 0.000233189 0.000779037 -0.000310751 -8.3536e-05 -4.54602e-05 2.04673e-05 -0.000242082 1.97337e-05 0.000391432 -3.8863e-06 8.89333e-05 -0.000150913
internal_weight=0 3691 1780 1911 1734 95 1849 287 144 143 1562 1477 1103 374 1639 100 1539 940 599
internal_count=3737 3691 1780 1911 1734 95 1849 287 144 143 1562 1477 1103 374 1639 100 1539 940 599
is_linear=0
shrinkage=0.0995203


Tree=6504
num_leaves=14
num_cat=0
split_feature=7 4 4 9 9 4 3 3 3 4 4 4 4
split_gain=0.00319977 0.00306762 0.00691123 0.00456035 0.00869771 0.00361387 0.00453962 0.0086037 0.003861 0.00211778 0.00209008 0.00373299 0.00228093
threshold=-0.23835999999999999 0.10423500000000002 0.10252500000000002 0.11408000000000003 0.098465000000000011 0.10716000000000002 0.11404500000000002 0.0040650000000000009 0.12015500000000003 0.09939000000000002 0.094025000000000011 0.088720000000000021 0.084755000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 -3 7 -7 -8 10 11 12 -2
right_child=1 3 -4 -5 -6 6 8 -9 -10 -11 -12 -13 -14
leaf_value=0.00072713770623707814 -0.00011032507607215541 0.00072870525771729364 -0.001317035215993258 -0.00073114372850013474 0.0013387217973097954 6.2389266205002827e-05 0.00094837679088030668 -0.0014774354297521135 1.575145824008879e-05 0.00050903550961383347 -0.0006790606043410414 0.00061125367554893404 -0.00059650791525492461
leaf_weight=48 2723 70 48 58 59 101 54 55 247 53 66 69 100
leaf_count=48 2723 70 48 58 59 101 54 55 247 53 66 69 100
internal_value=0 -8.90025e-05 -0.000130685 0.000107718 0.000192142 6.22238e-05 -3.80718e-05 -0.00047525 0.000185786 -0.000111501 -0.000122896 -0.00010992 -0.000127837
internal_weight=0 3703 3059 644 586 527 457 156 301 3011 2958 2892 2823
internal_count=3751 3703 3059 644 586 527 457 156 301 3011 2958 2892 2823
is_linear=0
shrinkage=0.0995203


Tree=6505
num_leaves=19
num_cat=0
split_feature=2 9 9 9 2 17 2 7 4 4 9 24 4 21 3 5 18 17
split_gain=0.00311019 0.00438653 0.00436659 0.00249814 0.00252818 0.00431588 0.00221637 0.00196095 0.00204842 0.00920721 0.00503524 0.00966494 0.0050563 0.00242929 0.00233442 0.00364515 0.00220473 0.00103852
threshold=-0.057419999999999999 0.11741500000000002 0.11296000000000002 0.10892000000000003 -0.24206999999999998 -0.55754499999999996 -0.070354999999999987 -0.074779999999999999 0.085720000000000018 0.079660000000000022 0.11351500000000002 -0.068759999999999988 0.090595000000000023 0.10323500000000002 0.099145000000000025 -0.052494999999999993 -0.091109999999999983 -0.030214999999999999
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 -7 -2 9 13 11 -10 -13 14 -9 -16 -14 -15
right_child=7 -3 -4 -5 5 6 -8 8 10 -11 -12 12 16 17 15 -17 -18 -19
leaf_value=-0.00083196936806701025 0.00059278367425824802 -0.00098644974099196931 0.00074249172196084838 -0.00081428893199359659 0.00063652213624020655 -0.00014483178511063096 0.00032285829284839861 -8.9968052590146949e-05 0.0015976322841661612 -0.0013834302700712108 -0.00086909331179403702 0.00091324173796173184 -0.00051209822067154788 -2.0695565417140922e-06 0.0012344382936044498 0 7.6467772954475177e-05 -0.00068561515665708595
leaf_weight=48 67 58 58 52 76 2262 104 91 46 52 46 67 73 46 47 50 461 47
leaf_count=48 67 58 58 52 76 2262 104 91 46 52 46 67 73 46 47 50 461 47
internal_value=0 -0.0001287 -0.00010925 -0.000129006 -0.000114366 -9.9926e-05 -0.000123928 7.03561e-05 3.54425e-05 -0.000166324 0.000133576 0.000206129 9.82624e-05 5.59927e-05 0.00026431 0.000605114 -2.45865e-06 -0.00035632
internal_weight=0 2658 2600 2542 2490 2442 2366 1093 1026 333 693 647 601 281 188 97 534 93
internal_count=3751 2658 2600 2542 2490 2442 2366 1093 1026 333 693 647 601 281 188 97 534 93
is_linear=0
shrinkage=0.0995203


Tree=6506
num_leaves=23
num_cat=0
split_feature=2 9 9 36 3 4 8 8 10 9 18 0 2 0 0 0 29 3 4 6 8 6
split_gain=0.00252054 0.00355526 0.00354233 0.00243625 0.0023089 0.00339354 0.00213515 0.026175 0.00324783 0.00291149 0.00231398 0.00252229 0.0037636 0.00224366 0.00190589 0.00364129 0.00296281 0.00333362 0.0019637 0.00196551 0.00253599 0.00193608
threshold=-0.057419999999999999 0.11741500000000002 0.11296000000000002 0.088355000000000031 0.086015000000000022 0.084755000000000025 -0.086254999999999984 -0.085764999999999994 0.086165000000000019 0.083795000000000022 0.095920000000000019 -0.081674999999999984 -0.080555000000000002 -0.087184999999999999 -0.11524 -0.14680499999999999 -0.080055000000000001 0.10850000000000003 0.13980000000000004 -0.097850000000000006 -0.082244999999999999 -0.096164999999999987
decision_type=2 2 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 -2 10 -8 9 -9 11 12 -1 -12 15 16 -6 -18 19 -16 -21 -17
right_child=3 -3 -4 -5 14 -7 7 8 -10 -11 13 -13 -14 -15 18 21 17 -19 -20 20 -22 -23
leaf_value=-8.8020765647375091e-05 0.00029793239920546019 -0.00088827811199232551 0.00066859880967617513 0.00056883939641595022 -0.00066872864089379815 -0.00072227263547082726 -0.0024444740006394588 0.00043685407600945446 -0.00070484643572645055 -0.00011329701646534189 1.7282539673772012e-05 0.00071894679002473751 0.00056805366574040974 -0.0007537960619095035 0.00047027987671961774 0.0012223115821208574 0.00058662671099348114 -0.00017389577967007059 -0.00053639570747636889 -0.00047433293292741164 0.00010954047424634769 0.00033010306791622277
leaf_weight=433 49 58 58 87 46 90 49 101 87 1556 80 61 108 67 82 48 114 112 70 107 233 55
leaf_count=433 49 58 58 87 46 90 49 101 87 1556 80 61 108 67 82 48 114 112 70 107 233 55
internal_value=0 -0.000115891 -9.83464e-05 6.32668e-05 1.87306e-05 -0.000356743 -0.000116168 -0.000175174 -0.000110946 -7.92693e-05 2.39931e-05 0.00011145 4.14384e-05 -0.000328593 7.98718e-05 0.000249238 5.51483e-05 0.000206108 -4.75545e-05 3.1593e-05 -7.18002e-05 0.000753838
internal_weight=0 2658 2600 1093 1006 139 2542 1793 1744 1657 749 602 541 147 867 375 272 226 492 422 340 103
internal_count=3751 2658 2600 1093 1006 139 2542 1793 1744 1657 749 602 541 147 867 375 272 226 492 422 340 103
is_linear=0
shrinkage=0.0995203


Tree=6507
num_leaves=22
num_cat=0
split_feature=4 4 4 0 0 11 9 17 17 21 0 21 21 0 18 18 18 3 20 20 2
split_gain=0.00216942 0.00612986 0.00314023 0.00313917 0.00300499 0.00449877 0.00382885 0.00292316 0.00535341 0.00317177 0.00435413 0.00403654 0.00438219 0.00357829 0.00286621 0.0203931 0.0062288 0.00266874 0.00221713 0.00423993 0.0021608
threshold=0.10423500000000002 0.10252500000000002 0.10619500000000003 -0.23058999999999999 -0.057604999999999996 -0.085754999999999984 0.11156500000000001 -0.084209999999999993 -0.072334999999999997 0.095695000000000016 -0.054850000000000003 0.089350000000000027 0.08708500000000001 -0.067059999999999995 -0.015069999999999998 -0.025079999999999998 -0.011569999999999999 0.11089500000000001 -0.065249999999999989 -0.012970000000000001 0.13896000000000006
decision_type=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 6 -6 18 9 -9 11 13 12 -5 -11 15 -10 -16 -7 -4 -20 -21
right_child=2 -3 4 7 5 17 -8 8 14 10 -12 -13 -14 -15 16 -17 -18 -19 19 20 -22
leaf_value=0.00061414159559288937 0.00089920966275011855 -0.0011649515070630556 -0.00034865039980913544 0.00015419090888729703 -0.00097339912578140689 0.00044491193747068131 0.0010667817133697892 -0.00095865728088258913 -0.00010462007365436373 -0.00023372152425240778 -0.00092796917684027241 0.0008673269788411264 -0.00082290832836031389 0.00074299384370569966 0.00096040972062706677 -0.0019540411076423418 -8.6846610853307595e-05 -0.00035349138983629161 0.0011083041140965803 -0.00019087129780443886 0.00044604241688566212
leaf_weight=64 46 52 83 604 61 79 46 80 574 164 68 72 49 48 59 66 1182 87 46 135 86
leaf_count=64 46 52 83 604 61 79 46 80 574 164 68 72 49 48 59 66 1182 87 46 135 86
internal_value=0 -9.25119e-05 0.000104766 -7.38368e-05 4.47935e-05 -0.000242216 0.000211384 -8.8958e-05 -0.000159784 4.8427e-05 -0.000234888 0.000158974 7.96174e-05 -8.71686e-06 -0.000125373 -0.000296621 -3.63979e-05 2.15402e-05 9.66213e-05 0.000238105 5.32733e-05
internal_weight=0 3082 669 3030 623 227 396 2966 1961 1005 280 725 653 212 1881 640 1241 166 350 267 221
internal_count=3751 3082 669 3030 623 227 396 2966 1961 1005 280 725 653 212 1881 640 1241 166 350 267 221
is_linear=0
shrinkage=0.0995203


Tree=6508
num_leaves=23
num_cat=0
split_feature=1 1 8 8 2 3 0 3 8 3 3 1 1 21 20 0 18 18 0 8 20 26
split_gain=0.00348665 0.00404436 0.00348658 0.0185438 0.00331343 0.00403058 0.0114003 0.00525961 0.0036175 0.00242554 0.00667649 0.0024239 0.00216078 0.00241826 0.00259175 0.00188989 0.00188476 0.0017655 0.00130795 0.00296831 0.00104984 0.00102993
threshold=0.18123500000000006 0.10637500000000003 -0.091600000000000001 -0.092545000000000002 -0.083665000000000003 0.10726500000000001 -0.11239999999999999 0.11693000000000002 -0.074204999999999993 0.08400500000000001 0.083595000000000017 0.0049450000000000015 0.070450000000000026 -0.091869999999999993 0.085920000000000024 -0.11896 0.090285000000000018 0.10554500000000001 -0.086944999999999995 -0.01187 -1.0000000180025095e-35 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 2 3 11 20 6 -6 -7 15 10 18 16 13 -11 -15 -9 21 -18 -4 -20 -2 -1
right_child=4 -3 9 -5 5 7 -8 8 -10 12 -12 -13 -14 14 -16 -17 17 -19 19 -21 -22 -23
leaf_value=-2.3131206160008359e-05 0.00051891560466625001 0.00077728490897592528 -0.00038691991229141927 0.0021656638712308942 -0.0016604894916023487 0.00059628460869355811 4.8131032962498742e-05 -0.00051452907525058583 -0.0010500767626680104 0.00066005734124674378 -0.0012927356462252419 0.00065230203599571791 -0.00049696316961038152 -2.2397010883328458e-05 0.00042691063500908331 0.0002898878098875398 -0.0006557316898312505 0 0.000756175820738851 -0.00029885067284957085 -6.6913169427621023e-05 0.00043128278414289841
leaf_weight=107 58 71 63 46 75 70 78 55 60 57 55 59 83 2179 135 60 71 101 49 56 59 87
leaf_count=107 58 71 63 46 75 70 78 55 60 57 55 59 83 2179 135 60 71 101 49 56 59 87
internal_value=0 3.42352e-05 1.72164e-05 0.000267068 -0.000244632 -0.000382247 -0.000784078 -0.000127967 -0.000422346 -2.64374e-05 -0.000340709 5.9646e-05 1.78752e-06 1.95922e-05 3.46208e-06 -8.77149e-05 -3.36549e-05 -0.000275374 -2.41606e-05 0.000185699 0.000216501 0.000176433
internal_weight=0 3219 3148 471 515 398 153 245 175 2677 223 425 2454 2371 2314 115 366 172 168 105 117 194
internal_count=3734 3219 3148 471 515 398 153 245 175 2677 223 425 2454 2371 2314 115 366 172 168 105 117 194
is_linear=0
shrinkage=0.0995203


Tree=6509
num_leaves=25
num_cat=0
split_feature=6 8 17 17 6 2 26 8 8 8 2 8 1 5 26 26 4 5 17 2 17 26 21 8
split_gain=0.00299358 0.00204134 0.00566191 0.0214461 0.00286339 0.00223759 0.00205211 0.0027916 0.00522427 0.00555292 0.0020397 0.00202843 0.00201969 0.00196183 0.00770931 0.00426334 0.00274179 0.00265818 0.00232437 0.00221947 0.00176461 0.00176415 0.00160098 0.000753058
threshold=-0.52821499999999999 -0.089984999999999996 -0.0020399999999999997 -0.0082649999999999998 -0.049005 0.31326500000000007 0.11746500000000003 -0.066829999999999987 -0.046889999999999994 -0.0077949999999999998 -0.079604999999999995 -0.098504999999999995 -0.085574999999999998 -0.082635 0.090275000000000022 0.088015000000000024 0.13146500000000003 -0.072874999999999981 0.51392000000000015 0.11241000000000002 -0.082354999999999998 0.093835000000000016 0.086155000000000023 -0.15368499999999999
decision_type=2 2 2 2 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 21 10 13 -8 -9 -10 12 23 -2 14 15 16 -3 -15 19 -19 -12 22 -4 -6
right_child=1 6 4 -5 11 -7 7 8 9 -11 20 -13 -14 17 -16 -17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=-0.0006895215126059591 -8.3166034044140794e-05 -8.0554001164516605e-05 0.00082153690671752484 0.0022112170996323689 -0.0003218144830568479 0.00072028780262547575 0.00094366565416103513 -0.00055708447261525141 0.0012940801944793154 -3.9847749822512931e-05 5.6663406763373428e-06 -0.00073961357514759358 0.00065341677439583173 0.00053932983725939112 -0.0011506216034104062 0.00082497555188356872 -0.00082943097642778816 -6.8157765554352772e-05 0.00061669169695786528 0.00062300632463943714 -0.00079354519686416092 -0.00028620184031895687 9.7157534595181631e-05 0.00018098069918685348
leaf_weight=62 85 441 49 57 65 49 46 78 50 78 59 85 63 84 76 47 55 1860 53 47 48 58 87 52
leaf_count=62 85 441 49 57 65 49 46 78 50 78 59 85 63 84 76 47 55 1860 53 47 48 58 87 52
internal_value=0 7.75015e-06 0.000153536 0.000439037 -0.000104665 0.000104061 -2.98283e-05 0.000241005 8.01266e-05 0.000474823 -1.11415e-05 -0.000368189 0.000224848 -5.57648e-05 -0.000211042 -7.80279e-05 -0.000165245 -8.34042e-06 -3.22297e-05 -5.0694e-05 -0.000345208 0.000165507 0.000364167 -9.13532e-05
internal_weight=0 3672 757 361 396 304 2915 252 206 128 255 202 148 2663 619 543 496 2044 1960 1907 107 194 136 117
internal_count=3734 3672 757 361 396 304 2915 252 206 128 255 202 148 2663 619 543 496 2044 1960 1907 107 194 136 117
is_linear=0
shrinkage=0.0995203


Tree=6510
num_leaves=12
num_cat=0
split_feature=11 11 4 2 4 9 9 17 17 17 26
split_gain=0.00276116 0.00375684 0.00249533 0.00202394 0.00342689 0.00266774 0.0178664 0.00280415 0.00467423 0.0042234 0.00211194
threshold=-0.37931999999999999 -0.11166 0.14699000000000004 0.31326500000000007 0.11860000000000002 0.083875000000000019 0.084055000000000032 -0.081244999999999998 -0.065699999999999995 -0.095109999999999986 0.12086000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 7 -7 9 -9 -3 -8
right_child=1 2 -4 4 -6 6 10 8 -10 -11 -12
leaf_value=-0.00065141784998889605 0.0008919895086652392 -0.00012203906040586456 -0.00068137122786763454 -0.0001210335843097022 0.0010429329685636059 0.0017594577200062012 -1.8786965124449282e-05 -0.0012024332027089186 -0.00019295537337228223 0.00066333641802041347 0.0003408758152259985
leaf_weight=64 47 272 53 49 49 59 2271 50 556 90 174
leaf_count=64 47 272 53 49 49 59 2271 50 556 90 174
internal_value=0 7.87541e-06 -3.36797e-06 6.46833e-06 0.000452597 -5.88823e-06 4.81052e-05 -0.000146403 -0.000277597 7.09587e-05 6.47386e-06
internal_weight=0 3670 3623 3570 98 3472 2504 968 606 362 2445
internal_count=3734 3670 3623 3570 98 3472 2504 968 606 362 2445
is_linear=0
shrinkage=0.0995203


Tree=6511
num_leaves=21
num_cat=0
split_feature=6 5 8 3 3 5 6 8 0 0 6 8 3 18 8 3 8 6 23 17
split_gain=0.00245524 0.00185377 0.00187574 0.00491377 0.0208767 0.00222177 0.00217282 0.00209233 0.00416009 0.00972288 0.00400311 0.00226101 0.00186281 0.00259269 0.00346662 0.00204597 0.0018482 0.00478813 0.0019315 0.00152946
threshold=-0.52821499999999999 -0.54885499999999998 -0.089984999999999996 0.085730000000000015 0.084620000000000015 -0.0098949999999999993 0.083720000000000031 -0.086304999999999993 -0.081534999999999982 -0.086109999999999992 -0.092034999999999992 -0.085814999999999989 0.099950000000000025 0.10085500000000001 -0.26194999999999996 0.093245000000000022 -0.085089999999999985 0.085465000000000027 -0.046924999999999994 -0.017704999999999995
decision_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 6 -3 8 9 10 -4 -9 15 14 -14 19 17 -13 -18 -5
right_child=1 2 7 12 -6 -7 -8 11 -10 -11 -12 16 13 -15 -16 -17 18 -19 -20 -21
leaf_value=-0.00062411508110528542 -0.00055040588896376091 0.0001515665008196806 -0.00058568793879867876 -0.0004311205446280646 0.0023405862392659534 0.00057383810545311175 -0.00074324791754398843 0.00064184523412836702 0.00056184154545830254 -0.0013042064299551735 0.00034695099999116751 0.00026250845335355728 -0.00034233005600064939 0.00085136056860996923 0.0004230658673476261 -0.0007103648340062343 -0.00055324840199820913 -0.0011623273437646063 2.7768723676752935e-05 0.00016125713807374896
leaf_weight=62 58 57 75 65 50 46 49 55 51 84 116 46 117 47 117 59 58 46 2349 127
leaf_count=62 58 57 75 65 50 46 49 55 51 84 116 46 117 47 117 59 58 46 2349 127
internal_value=0 7.35753e-06 1.65354e-05 0.000158679 0.000576558 0 -0.000254351 -1.94071e-05 -0.000256936 -0.000411759 -1.49825e-05 1.05913e-05 0 0.000176014 3.68695e-05 -0.000197031 -2.9743e-06 -0.000441012 1.34282e-05 -3.50238e-05
internal_weight=0 3672 3614 734 202 152 106 2880 326 275 191 2554 532 281 234 251 2499 92 2407 192
internal_count=3734 3672 3614 734 202 152 106 2880 326 275 191 2554 532 281 234 251 2499 92 2407 192
is_linear=0
shrinkage=0.0995203


Tree=6512
num_leaves=14
num_cat=0
split_feature=10 7 26 5 26 6 26 21 5 3 3 11 1
split_gain=0.0245245 0.00454411 0.00161367 0.00413276 0.00802941 0.00773554 0.00402796 0.00279179 0.00277448 0.002186 0.00214439 0.00172458 0.00150211
threshold=0.093790000000000026 -0.080929999999999988 0.091195000000000012 -0.082635 0.092180000000000026 0.086420000000000011 0.090625000000000025 0.15544000000000005 -0.076589999999999991 0.095490000000000019 0.17760500000000004 1.0000000180025095e-35 0.10637500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 5 -5 12 7 10 -6 -10 11 -3 -4
right_child=-2 2 3 4 8 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.00077867944397664712 -0.0019262707821274365 1.7437175153971746e-05 -0.00012873095771957392 0.0013068889880544876 0.00087369242398507602 -0.0010384554310314629 -0.00079344319572598936 0.000739616084775039 -0.00011092465687880986 0.00026013606169291093 -0.00060395157342614427 0.00062084982635462506 0.00047192401654209623
leaf_weight=66 64 2363 77 68 52 75 60 54 255 401 54 48 85
leaf_count=66 64 2363 77 68 52 75 60 54 255 401 54 48 85
internal_value=0 3.88129e-05 5.40616e-05 0.000160559 0.000272098 -0.000201194 1.19132e-05 3.1421e-05 0.000171555 0.00011465 1.55746e-05 2.97899e-05 0.000181374
internal_weight=0 3658 3592 1013 776 237 2579 2519 708 656 2465 2411 162
internal_count=3722 3658 3592 1013 776 237 2579 2519 708 656 2465 2411 162
is_linear=0
shrinkage=0.0995203


Tree=6513
num_leaves=22
num_cat=0
split_feature=22 23 8 5 5 5 0 3 9 8 8 8 0 3 1 5 8 3 3 9 0
split_gain=0.0243994 0.00261284 0.00134117 0.00365507 0.00466374 0.00699893 0.00341551 0.00843486 0.00761976 0.00328202 0.00698647 0.00662631 0.00347556 0.00321401 0.00277133 0.002169 0.00360342 0.00264858 0.00358186 0.00221437 0.000591776
threshold=0.13160500000000006 0.086650000000000019 -0.087129999999999999 -0.013050000000000001 -0.082635 -0.091229999999999992 -0.085794999999999996 0.085730000000000015 0.084535000000000013 -0.083504999999999982 -0.084554999999999991 -0.082184999999999994 -0.085894999999999985 0.096775000000000014 0.066150000000000028 0.11083500000000003 -0.087635000000000005 0.13345500000000002 0.093835000000000016 0.085405000000000023 -0.092134999999999995
decision_type=2 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 5 13 7 -6 -8 10 12 -11 -5 -4 -13 16 17 18 -1 -17 -19
right_child=-2 -3 3 9 6 -7 8 -9 -10 11 -12 14 -14 -15 -16 19 -18 20 -20 -21 -22
leaf_value=-0.00012769462407035052 -0.0021360871846850355 -0.00066458303289763986 0.00037620770000764233 -0.00074068151825595614 0.001927147251535471 -0.00098619889052907494 -0.00060933451503314244 0.00035813883882327422 0.00043452062196196 -0.00092142755693205576 0.0012767011114252619 -6.1650349471460716e-05 0.00035659375548004164 -0.00010661721913389422 0.00063357961798350085 0.00085494587201374894 -0.00093328275341081151 -0.00075280923041609236 0.00035220046361746429 -5.9208031014058136e-05 -0.00024010430679789592
leaf_weight=530 52 52 259 46 46 63 84 137 383 88 57 1034 75 285 60 50 49 56 217 52 47
leaf_count=530 52 52 259 46 46 63 84 137 383 88 57 1034 75 285 60 50 49 56 217 52 47
internal_value=0 3.48535e-05 4.51325e-05 8.27285e-05 0.000205149 5.41033e-06 0.000390415 0.000757008 0.000245008 -2.98188e-05 0.000367669 -9.037e-05 -5.37868e-05 0.000121752 -2.27724e-05 -5.23402e-05 -0.000102404 -5.3543e-05 1.06168e-05 0.000380881 -0.000526805
internal_weight=0 3670 3618 2617 1257 607 650 183 467 1360 178 1182 121 544 1094 1001 899 850 747 102 103
internal_count=3722 3670 3618 2617 1257 607 650 183 467 1360 178 1182 121 544 1094 1001 899 850 747 102 103
is_linear=0
shrinkage=0.0995203


Tree=6514
num_leaves=17
num_cat=0
split_feature=10 7 9 8 17 17 17 9 17 0 0 8 0 8 5 0
split_gain=0.0198316 0.00325914 0.00173525 0.00177696 0.00302449 0.00776009 0.00491575 0.00299738 0.00296503 0.0020523 0.00607673 0.00517397 0.00501883 0.00474802 0.00244418 0.00231118
threshold=0.096215000000000023 -0.080929999999999988 -0.46256000000000003 -0.08731499999999999 -0.0064000000000000003 -0.000475 -0.0087149999999999988 0.11296000000000002 -0.011174999999999999 -0.085605000000000001 -0.081534999999999982 -0.090704999999999994 -0.088329999999999992 -0.090969999999999995 -0.088174999999999989 -0.091134999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 9 6 -6 8 -7 -5 12 11 -11 15 -12 -14 -4
right_child=-2 2 3 4 5 7 -8 -9 -10 10 13 -13 14 -15 -16 -17
leaf_value=-0.00066092196720563803 -0.0019258780139116602 0.0006460171403627385 -4.1392516199180473e-05 -1.0260816091136544e-05 0.001257770885732026 0.00019463562943883793 -0.00102760688278635 -0.00033512801013290506 0.00074090674552281823 -0.00011875534424994499 -0.00028619981133672881 -0.0015639153217198631 0.0011376859994003726 0.00084327624733742507 0.00021118089982429664 -0.0007008768185754519
leaf_weight=66 52 47 460 1400 65 952 46 118 54 46 126 56 49 52 73 60
leaf_count=66 52 47 460 1400 65 952 46 118 54 46 126 56 49 52 73 60
internal_value=0 3.13297e-05 4.4234e-05 3.60523e-05 7.7821e-05 0.000200443 -1.44174e-05 0.000135448 1.70737e-05 -8.24315e-05 -0.000307398 -0.000920203 1.44097e-05 3.91606e-05 0.000590012 -0.000119061
internal_weight=0 3670 3604 3557 2635 1135 1500 1070 1454 922 280 102 642 178 122 520
internal_count=3722 3670 3604 3557 2635 1135 1500 1070 1454 922 280 102 642 178 122 520
is_linear=0
shrinkage=0.0995203


Tree=6515
num_leaves=17
num_cat=0
split_feature=10 7 18 3 9 0 9 3 0 9 8 9 5 21 8 5
split_gain=0.0161904 0.00266746 0.00171102 0.0038012 0.00575826 0.00470522 0.00229321 0.00410643 0.00816921 0.00474607 0.00361135 0.00613774 0.00381871 0.00210177 0.00188784 0.00200559
threshold=0.093790000000000026 -0.080929999999999988 0.13881000000000002 0.10871500000000002 0.089645000000000016 -0.055729999999999995 0.096225000000000019 0.10134000000000003 -0.072039999999999979 0.098180000000000031 -0.07106999999999998 0.11296000000000002 0.054660000000000007 0.13276500000000005 -0.51030999999999993 0.26411500000000004
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 -5 13 8 9 -8 12 -12 -9 14 -3 -16
right_child=-2 2 3 5 -6 -7 7 10 -10 -11 11 -13 -14 -15 15 -17
leaf_value=-0.00059514683855964594 -0.0015656675335948013 0.00058697229801640881 0.00090438405511322219 -0.0014212773917794928 -0.00050354943848027428 -1.6519126118175757e-05 0.0010135678688830069 6.7461181045231903e-05 0.0016177193379337579 -0.00012615707799982684 0.00072693080538110022 -0.00025419281477383334 -0.0011273531235699477 0.00062084215911777649 2.6593672435476534e-05 -0.00025983619068062884
leaf_weight=66 64 55 54 46 61 51 52 58 56 116 126 125 47 57 2419 269
leaf_count=66 64 55 54 46 61 51 52 58 56 116 126 125 47 57 2419 269
internal_value=0 3.09777e-05 4.27101e-05 -0.000230753 0.000150449 -0.000691133 6.01044e-05 0.000240362 0.000574391 0.000221742 2.78867e-05 0.000235062 -0.000459564 2.2473e-05 9.7403e-06 -1.76608e-06
internal_weight=0 3658 3592 212 115 97 3380 580 224 168 356 251 105 2800 2743 2688
internal_count=3722 3658 3592 212 115 97 3380 580 224 168 356 251 105 2800 2743 2688
is_linear=0
shrinkage=0.0995203


Tree=6516
num_leaves=16
num_cat=0
split_feature=29 3 3 17 3 3 10 1 1 3 2 6 3 3 1
split_gain=0.0128596 0.00589143 0.0315928 0.00775564 0.0207799 0.00773565 0.00243962 0.00314192 0.0041493 0.00314749 0.00295905 0.00200757 0.00173101 0.00207558 0.00148644
threshold=0.12737000000000004 0.085035000000000013 0.084795000000000023 0.052150000000000009 0.083055000000000018 0.085505000000000012 0.09056500000000002 -0.49056499999999997 -0.50388999999999995 0.10457000000000002 0.41061500000000012 0.087575000000000028 0.084505000000000011 0.083875000000000019 -0.081224999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 -5 -3 7 8 9 -7 14 12 13 -1 -9
right_child=-2 5 -4 4 -6 6 -8 10 -10 -11 -12 -13 -14 -15 -16
leaf_value=3.4706225594897969e-05 -0.001691649835308348 0.00095836022497809421 -0.0026376490202225491 -0.0023630809837457988 0.0004829866987211072 0.00035456355598663267 0.00061833374987887903 0.00014569278442636246 -0.0011873888682334254 -0.00070249574024416829 0.00076613542606089786 0.00059772114449370482 0.00054563401600377559 -0.0005475838275472983 -4.2213123253291556e-05
leaf_weight=290 47 85 53 49 52 64 61 514 51 49 50 62 49 76 2200
leaf_count=290 47 85 53 49 52 64 61 514 51 49 50 62 49 76 2200
internal_value=0 -3.44771e-05 -0.000311554 -9.68454e-05 -0.000889674 2.21323e-05 -4.21795e-06 -1.74674e-05 -0.000440775 -9.65629e-05 7.35312e-06 6.93121e-05 -7.65842e-06 -8.39698e-05 -6.3243e-06
internal_weight=0 3705 631 578 101 3074 2989 2928 164 113 2764 477 415 366 2714
internal_count=3752 3705 631 578 101 3074 2989 2928 164 113 2764 477 415 366 2714
is_linear=0
shrinkage=0.0995203


Tree=6517
num_leaves=15
num_cat=0
split_feature=29 3 3 18 3 6 3 6 10 1 4 1 2 21
split_gain=0.0104278 0.00477029 0.0256224 0.00906106 0.00627211 0.00325255 0.00253468 0.00266391 0.00197807 0.00254793 0.00396292 0.00358906 0.0023993 0.00143832
threshold=0.12737000000000004 0.085035000000000013 0.084795000000000023 -0.096219999999999986 0.085505000000000012 0.087575000000000028 0.084290000000000018 -0.47287499999999999 0.09056500000000002 -0.49056499999999997 0.087155000000000024 -0.50597999999999999 0.41061500000000012 0.16638500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 7 -5 9 10 -6 -12 13 -11
right_child=-2 4 -4 5 8 -7 -8 -9 -10 12 11 -13 -14 -15
leaf_value=-0.0011848129413857998 -0.0015232965453848076 0.00086298394224423934 -0.0023751499108208077 -0.00061536228113003467 0.00026276540964996649 0.0006547266674858189 -0.00058589764601720701 0.00016554547999404125 0.00055679703949707579 3.7515404420020811e-06 -0.00013397667065231925 -0.0013078189954573347 0.00068988949028584714 -0.00054572303854904549
leaf_weight=66 47 85 53 50 57 76 73 313 61 2666 51 56 50 48
leaf_count=66 47 85 53 50 57 76 73 313 61 2666 51 56 50 48
internal_value=0 -3.0958e-05 -0.00028029 -8.67844e-05 1.99562e-05 5.31595e-05 -4.98233e-05 5.57272e-05 -3.74367e-06 -1.57012e-05 -0.000396909 -0.000755975 6.62134e-06 -5.66489e-06
internal_weight=0 3705 631 578 3074 512 436 363 2989 2928 164 107 2764 2714
internal_count=3752 3705 631 578 3074 512 436 363 2989 2928 164 107 2764 2714
is_linear=0
shrinkage=0.0995203


Tree=6518
num_leaves=26
num_cat=0
split_feature=4 17 17 9 9 2 2 0 0 17 0 8 26 8 26 2 21 0 4 8 9 9 6 8 26
split_gain=0.00847442 0.00424517 0.0232496 0.00453476 0.00438448 0.00388873 0.0165241 0.00387224 0.00914134 0.0198856 0.00421946 0.00356621 0.00300252 0.0056793 0.00268483 0.00668386 0.00614251 0.00586561 0.00332435 0.00506214 0.00280543 0.00267301 0.00240535 0.00684712 0.00201404
threshold=0.15730000000000002 -0.0073949999999999997 -0.0046399999999999992 0.11351500000000002 0.10814500000000002 -0.089549999999999991 -0.10077999999999999 -0.080674999999999983 -0.082135 -0.14384499999999997 -0.079805000000000001 -0.50270999999999988 0.11575500000000001 -0.049139999999999996 0.088435000000000027 -0.082644999999999982 0.086690000000000017 -0.087394999999999987 0.087695000000000009 -0.0024749999999999998 0.084755000000000011 0.13642500000000005 0.091495000000000007 -0.076554999999999998 0.096980000000000025
decision_type=2 2 2 2 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 5 6 -4 8 14 -10 -9 -7 22 -14 18 17 -17 -16 20 -20 -1 -5 24 -24 -12
right_child=-2 2 3 21 -6 11 -8 10 9 -11 12 -13 13 -15 15 16 -18 -19 19 -21 -22 -23 23 -25 -26
leaf_value=-0.00030037975511602649 -0.0013732141600519454 -0.0018919358243521952 2.3268007974527066e-05 0.00091649592347452387 -0.0010605529696076123 -0.00079915294015322797 -0.0021452929784086059 -0.00084658504314364075 0.0026413113427076495 -8.6825992083820825e-05 -5.3457058821934411e-05 1.2003961870000765e-05 0.001244983859873591 -0.00012674068185085214 2.7494988449886165e-05 -0.00093248562708115343 0.00055898278151354081 0.001471077550403814 -9.9277947099257681e-05 0.0010814210887164185 0.00015884998583709604 0 0.00021750664879091903 -0.0011199682111855357 0.00062537783755444115
leaf_weight=315 47 72 140 70 47 56 46 65 46 61 548 1265 51 70 47 53 56 73 78 65 224 60 75 75 47
leaf_count=315 47 72 140 70 47 56 46 65 46 61 548 1265 51 70 47 53 56 73 78 65 224 60 75 75 47
internal_value=0 -2.78358e-05 -0.000140226 -6.48444e-05 -0.000112509 -8.23988e-05 -0.000508642 7.30045e-05 0.000207364 0.00107837 -7.30312e-05 -2.1763e-05 -1.40246e-05 0.000444659 0.000104163 0.000399043 -0.000158716 0.000912496 3.9485e-06 0.000431679 -0.000108012 0.000498639 -8.96211e-05 -0.000445773 0
internal_weight=0 3705 1756 1684 1554 1507 186 1949 1018 107 931 1321 866 121 911 229 109 120 682 143 539 130 745 150 595
internal_count=3752 3705 1756 1684 1554 1507 186 1949 1018 107 931 1321 866 121 911 229 109 120 682 143 539 130 745 150 595
is_linear=0
shrinkage=0.0995203


Tree=6519
num_leaves=22
num_cat=0
split_feature=29 3 3 9 12 3 3 8 8 5 26 26 3 3 2 2 2 1 5 11 8
split_gain=0.00820172 0.00361821 0.0209542 0.00908001 0.0145891 0.00507083 0.00289062 0.00360187 0.00304513 0.00202758 0.00399345 0.00812278 0.00288374 0.00376986 0.00181135 0.00479247 0.00449943 0.00344367 0.00191605 0.00167641 0.000838321
threshold=0.12737000000000004 0.085035000000000013 0.084795000000000023 0.086155000000000023 0.085345000000000018 0.085505000000000012 0.080495000000000025 -0.08176499999999999 -0.085289999999999991 -0.077634999999999996 0.11575500000000001 0.26711000000000013 0.086605000000000029 0.08802500000000002 -0.086304999999999993 -0.085759999999999989 -0.086934999999999998 -0.49837999999999999 -0.014374999999999999 -0.082869999999999985 -0.084514999999999993
decision_type=2 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 -3 19 8 -8 10 12 -12 -7 -14 16 -16 18 -17 -11 -1 -21
right_child=-2 5 -4 4 -6 9 7 -9 -10 14 11 -13 13 -15 15 17 -18 -19 -20 20 -22
leaf_value=0.00015332477849365069 -0.0013471367395667228 0.00077866991968803152 -0.002135196733445545 -0.0022024650683840508 0.00027686692207002246 0.00069951922540234252 0.00030737234415721969 0.00095710103415504893 -0.0005260845045145005 -0.00046650677626112807 0.0013631135215206036 -0.00026422147947401759 -0.00071359768969275305 5.5691375644922868e-05 -0.0010716494023693039 -0.00074118983645938858 0.0010123100307753272 -4.3175387174104313e-05 9.8148996234054679e-05 -0.00077247971837472056 -0.00018616627940021418
leaf_weight=71 47 85 53 47 46 61 188 64 56 71 69 53 69 733 50 74 49 1393 367 49 57
leaf_count=71 47 85 53 47 46 61 188 64 56 71 69 53 69 733 50 74 49 1393 367 49 57
internal_value=0 -2.36228e-05 -0.000240797 -6.56724e-05 -0.000967327 2.06902e-05 0.000105534 0.000290843 0.000112732 -5.91047e-07 0.000116046 0.000649447 3.9692e-05 -9.47365e-06 -5.83287e-05 -0.000112202 0.000107807 -7.89434e-05 4.74899e-06 -0.000212299 -0.000464921
internal_weight=0 3705 631 578 93 3074 485 308 244 2989 985 122 863 802 2004 1517 487 1467 438 177 106
internal_count=3752 3705 631 578 93 3074 485 308 244 2989 985 122 863 802 2004 1517 487 1467 438 177 106
is_linear=0
shrinkage=0.0995203


Tree=6520
num_leaves=28
num_cat=0
split_feature=6 6 2 9 20 5 20 20 2 2 5 2 26 2 20 6 2 20 20 2 17 26 2 20 18 17 6
split_gain=0.0038105 0.00425115 0.00467822 0.00268985 0.00517315 0.00485472 0.0022589 0.00334754 0.00403614 0.00790715 0.00397525 0.00945104 0.00381097 0.00343409 0.00382088 0.00800669 0.0036112 0.00325148 0.00243659 0.0021915 0.00345268 0.0042063 0.00290882 0.00423732 0.00326222 0.00220984 0.00196859
threshold=0.10681500000000003 0.11884000000000002 -0.070724999999999996 0.094010000000000024 -0.24910499999999999 0.057175000000000011 -0.073489999999999986 -0.066104999999999983 -0.083665000000000003 -0.08453999999999999 -0.010764999999999999 -0.086169999999999983 0.096685000000000021 -0.083104999999999998 -0.009049999999999999 -0.074569999999999984 -0.082484999999999989 -0.0071449999999999994 -0.076194999999999999 -0.086554999999999993 0.11180000000000002 0.087525000000000019 -0.095204999999999998 -0.097019999999999995 -0.083039999999999989 0.0065250000000000013 -0.087954999999999992
decision_type=2 2 2 2 2 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 -3 -5 18 12 9 10 11 -9 -8 -10 15 -15 -16 -12 19 22 25 -22 23 -1 -24 26 -21
right_child=1 3 -4 5 -6 -7 7 8 13 -11 17 -13 -14 14 16 -17 -18 -19 -20 20 21 -23 24 -25 -26 -27 -28
leaf_value=-0.00040224138554084004 -0.0011658809737410843 0.00031320035273008285 0 -0.00025653082481649981 -0.0010960695345325077 0.0010051651239326 0.0013149487916022024 0.00018226504587379969 -0.0006789041087926443 0.0011916108693602564 -0.00078160479000473674 0.0016187460466223144 3.46741898138029e-05 -0.0011238170449542116 0.00092117288386200057 0.00016064268121935326 6.4031544186947794e-05 7.6616403197842341e-05 -0.0007497003615259387 0.00028539927876718841 0.0013127230034328944 -8.9995740904350768e-06 -0.0011690064037705201 0.00075936293263521349 -5.993377624487984e-05 -0.00059510342636028783 -0.00011842606725968401
leaf_weight=82 84 52 58 64 50 56 49 249 70 84 49 56 46 82 51 114 1190 403 48 205 46 47 58 50 51 59 284
leaf_count=82 84 52 58 64 50 56 49 249 70 84 49 56 46 82 51 114 1190 403 48 205 46 47 58 50 51 59 284
internal_value=0 -0.00026593 -0.000691217 2.41256e-06 -0.000369593 0.000325439 7.27045e-05 0.000123063 9.92237e-05 0.000273893 0.000170978 0.000448697 0.000703644 1.20392e-06 3.49034e-05 -0.000372557 9.99162e-05 -1.46098e-05 -5.87002e-05 -2.01665e-05 7.502e-05 0.000635954 -0.000276736 3.15587e-05 -0.000657593 -1.86812e-05 4.91927e-05
internal_weight=0 364 142 222 102 120 3373 2443 2348 841 757 305 95 1507 1437 196 1241 452 930 882 641 93 241 132 109 548 489
internal_count=3737 364 142 222 102 120 3373 2443 2348 841 757 305 95 1507 1437 196 1241 452 930 882 641 93 241 132 109 548 489
is_linear=0
shrinkage=0.0995203


Tree=6521
num_leaves=24
num_cat=0
split_feature=17 18 6 18 3 26 18 18 26 3 1 20 17 0 17 5 20 3 0 8 1 6 18
split_gain=0.00335764 0.00542377 0.00519481 0.0044566 0.00240058 0.0126631 0.00320364 0.00283338 0.00303807 0.00458318 0.0027512 0.0027094 0.00381814 0.012657 0.00484181 0.00217738 0.00175414 0.00260224 0.0022873 0.00163263 0.00153553 0.00172146 0.001516
threshold=0.26430000000000003 -0.077844999999999998 0.11690000000000002 -0.040349999999999997 0.08544000000000003 0.088545000000000026 -0.089234999999999995 -0.017129999999999996 0.085855000000000029 0.084465000000000026 -0.085574999999999998 0.10634000000000003 0.11180000000000002 -0.085684999999999997 0.070205000000000017 0.0016150000000000003 0.0013750000000000004 0.093715000000000021 -0.22163999999999998 -0.024819999999999998 -0.025874999999999999 -0.074569999999999984 0.11835500000000003
decision_type=2 2 2 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 15 -8 9 -9 -10 12 14 -14 16 -1 18 -18 -6 -13 -5 22 -22
right_child=1 2 -4 20 11 -7 7 8 10 -11 -12 19 13 -15 -16 -17 17 -19 -20 -21 21 -23 -24
leaf_value=0.00016460449649093511 -0.0012456107901892611 0.00073528356046191319 -0.00086628857781463945 -0.00059831904855423804 0.00049899074510487129 0.0013515261101338522 -0.00076631992563061459 2.4010838445535001e-05 -0.00012140989409603179 -0.0010585513189325852 0.00079630179280894004 0.00014584583070906935 -0.00049101244531907858 0.0014682323556406147 -0.00078257323276367721 0.0010190301433357645 0.00015151295379842969 -0.00075926187897465164 -1.6781053942120004e-07 0.0008480567546605332 5.9322273054270552e-05 0.00035925031734144612 -0.00065328344900700611
leaf_weight=77 46 76 72 55 95 88 49 237 52 46 80 80 62 68 81 51 53 71 2043 60 66 78 51
leaf_count=77 46 76 72 55 95 88 49 237 52 46 80 80 62 68 81 51 53 71 2043 60 66 78 51
internal_value=0 -0.000220896 -0.000100404 6.62372e-05 7.03913e-05 0.000237112 7.00734e-05 -4.99174e-05 3.26973e-05 -0.000149061 0.000428577 2.6691e-05 2.24635e-06 0.000527526 -2.65491e-05 0.000511435 1.6147e-07 -0.000363377 2.16289e-05 0.000452641 -0.000133878 0 -0.000244304
internal_weight=0 444 398 326 3293 680 592 464 415 283 132 2613 2473 130 2343 128 2262 124 2138 140 250 195 117
internal_count=3737 444 398 326 3293 680 592 464 415 283 132 2613 2473 130 2343 128 2262 124 2138 140 250 195 117
is_linear=0
shrinkage=0.0995203


Tree=6522
num_leaves=22
num_cat=0
split_feature=6 6 9 17 2 26 9 9 2 18 2 2 18 2 10 10 5 17 5 2 18
split_gain=0.00291615 0.00611769 0.0108343 0.00605224 0.00486024 0.00606535 0.00537402 0.00759979 0.00464444 0.00559709 0.00323569 0.00321797 0.0050451 0.00383785 0.00193174 0.00306581 0.0020815 0.00423499 0.00185346 0.00176706 0.00172805
threshold=0.090460000000000026 0.088565000000000019 0.086375000000000021 -0.040099999999999997 -0.086775000000000005 0.084355000000000027 0.09518500000000002 0.093535000000000021 -0.082275000000000001 -0.082304999999999989 -0.069459999999999994 -0.072419999999999998 0.11362500000000002 -0.065379999999999994 0.09056500000000002 0.086165000000000019 0.51524500000000006 -0.467555 0.41370500000000004 -0.054390000000000001 -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
left_child=1 14 -3 -4 5 -2 7 8 -6 -10 -11 12 -8 -13 15 16 18 -18 20 -15 -1
right_child=4 2 3 -5 6 -7 11 -9 9 10 -12 13 -14 19 -16 -17 17 -19 -20 -21 -22
leaf_value=0.00021434722810785963 -0.00038164337622917518 0.001920734442564964 0.001054731423105989 -0.00031304506999495782 -0.00092555463729702611 0.00088823446374812151 0.0012260806532581419 -0.0014956836895058142 -0.00095747585587684515 0.00047315371464038997 -0.00035472071535417666 -0.00093249863276678821 -0.00016153729182362354 0.00057793593947415669 0.0005393515987073518 -0.00063757297487186757 0.0010835409301498023 -7.8807043090113434e-05 -0.0004268337704316802 -0.00023730960432948882 -4.3286526063999549e-07
leaf_weight=457 62 48 50 88 86 91 52 62 56 127 73 47 50 50 75 67 56 67 87 54 1932
leaf_count=457 62 48 50 88 86 91 52 62 56 127 73 47 50 50 75 67 56 67 87 54 1932
internal_value=0 7.84706e-05 0.000631097 0.000176594 -0.0001347 0.000368293 -0.000253082 -0.000478689 -0.000291927 -7.58702e-05 0.000166886 0.00010394 0.00053785 -0.000183744 4.06716e-05 2.63356e-05 4.37656e-05 0.000443737 2.35657e-05 0.000146764 4.03105e-05
internal_weight=0 2927 186 138 810 153 657 404 342 256 200 253 102 151 2741 2666 2599 123 2476 104 2389
internal_count=3737 2927 186 138 810 153 657 404 342 256 200 253 102 151 2741 2666 2599 123 2476 104 2389
is_linear=0
shrinkage=0.0995203


Tree=6523
num_leaves=25
num_cat=0
split_feature=17 5 9 26 18 20 20 2 2 2 5 2 17 17 17 9 29 9 18 17 1 2 2 18
split_gain=0.00250097 0.00440046 0.00584151 0.0102485 0.00431952 0.00173521 0.00377246 0.00306199 0.00755556 0.00573933 0.00247867 0.00882747 0.00395377 0.00240031 0.00276885 0.00204243 0.00989348 0.0078863 0.00170609 0.00247611 0.00166891 0.00243347 0.00279343 0.000814306
threshold=0.26430000000000003 -0.045014999999999993 0.094835000000000017 0.090020000000000031 -0.010029999999999999 -0.073489999999999986 -0.069434999999999983 -0.083665000000000003 -0.08453999999999999 -0.083104999999999998 -0.010764999999999999 -0.086169999999999983 -0.011809999999999999 0.11180000000000002 0.047465000000000014 0.11351500000000002 0.11300500000000002 0.11891000000000003 0.0036600000000000005 0.32384000000000007 -0.049499999999999995 0.10274500000000002 -0.0031199999999999999 -0.034774999999999993
decision_type=2 2 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 13 -7 8 10 -9 11 -8 -12 14 20 16 -11 -17 -6 -20 23 22 -22 -1
right_child=1 2 -4 -5 18 6 7 9 -10 15 12 -13 -14 -15 -16 17 -18 -19 19 -21 21 -23 -24 -25
leaf_value=-0.00013094149550357334 0.00093884025184324551 0.00010350362391817236 0.00019171551405926265 -0.0016571410069247481 -0.00055127907519131618 0.00090522583858329954 9.0143098281036935e-05 -0.00092512758260446953 0.0011194876217102438 2.4638761597136346e-05 0.00010670133261939793 0.0014864283946434949 -0.00073358638241056008 0.00061160678905200537 -0.0007552469750166926 -0.0013274038989103513 0.0015126422448506541 0.00021439414259325626 -0.00048084924353820766 0.00041264706086959808 8.060735398430798e-06 0.00065995085538687079 -0.00078670123390983833 -0.00074565483656974295
leaf_weight=47 48 55 70 78 61 57 233 64 86 1209 415 56 64 50 59 50 46 94 48 84 618 52 47 46
leaf_count=47 48 55 70 78 61 57 233 64 86 1209 415 56 64 50 59 50 46 94 48 84 618 52 47 46
internal_value=0 -0.000192543 -0.000534517 -0.0009229 9.21132e-05 5.88337e-05 0.000103904 8.38374e-05 0.000233593 -3.02001e-06 0.000133325 0.000363536 -3.86196e-06 -5.67025e-05 -9.60974e-05 3.85785e-05 7.98315e-05 -0.000315268 -0.00011423 8.15375e-05 -4.70746e-05 3.2413e-06 -4.68794e-05 -0.000443796
internal_weight=0 444 203 133 241 3293 2374 2317 854 1463 768 289 479 919 869 1399 1255 144 193 132 810 717 665 93
internal_count=3737 444 203 133 241 3293 2374 2317 854 1463 768 289 479 919 869 1399 1255 144 193 132 810 717 665 93
is_linear=0
shrinkage=0.0995203


Tree=6524
num_leaves=22
num_cat=0
split_feature=0 4 8 8 3 3 8 8 21 6 8 9 3 1 21 21 21 8 9 4 1
split_gain=0.0039197 0.0058016 0.00317151 0.010822 0.00397139 0.00679587 0.00424138 0.00977837 0.00328964 0.0032425 0.00498457 0.00313953 0.00291382 0.00221794 0.00205588 0.00359633 0.00349052 0.00129874 0.00310951 0.00270345 0.000963369
threshold=0.12433000000000002 0.10198500000000002 -0.097249999999999989 -0.11061499999999999 0.11492500000000001 0.11308000000000003 -0.071594999999999992 -0.064125000000000001 0.11371500000000002 0.11690000000000002 -0.077784999999999993 0.11582000000000002 0.13547000000000003 -0.053299999999999993 -0.021529999999999997 -0.012349999999999998 -0.076335 -0.51030999999999993 -0.37999999999999995 0.12379000000000003 0.0099250000000000015
decision_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 17 5 9 8 -8 -6 14 -11 12 -9 -12 16 -16 -4 -1 -19 20 -20
right_child=1 -3 4 -5 6 -7 7 11 -10 10 13 -13 -14 -15 15 -17 -18 18 19 -21 -22
leaf_value=0.00036935746015876115 4.6024350483456668e-05 0.0014315702039057784 -0.00012207861325880904 0.0012059979121360567 0.0001211124279504631 -0.0012665294134874376 0.0017221868136235747 0.00028142679531425454 -0.00089901265910640881 -0.0013342328372771808 0.00038911559872637619 0.00072776914294777619 -0.00051718587690979757 -0.00058476432705901701 0.00081446787429868719 -3.0890284461260059e-05 -0.0010281171715866794 -0.00078114059835414308 5.5205754402601563e-05 0.00072998169104403351 -0.00037275796733390767
leaf_weight=78 86 47 220 91 87 48 49 116 48 50 46 76 74 46 51 2148 53 53 146 48 79
leaf_count=78 86 47 220 91 87 48 49 116 48 50 46 76 74 46 51 2148 53 53 146 48 79
internal_value=0 0.000541809 -8.20244e-06 0.000225505 -4.56395e-05 -9.20822e-05 0.000227276 0.000428222 -0.000235535 -7.02031e-05 -0.00053318 0.000186783 -2.53033e-05 -8.89263e-05 -4.32769e-05 -1.09121e-05 -0.000300975 2.62552e-06 -8.26091e-05 5.00048e-05 -9.14188e-05
internal_weight=0 133 3607 495 3112 2662 450 315 135 2614 142 266 190 92 2472 2199 273 404 326 273 225
internal_count=3740 133 3607 495 3112 2662 450 315 135 2614 142 266 190 92 2472 2199 273 404 326 273 225
is_linear=0
shrinkage=0.0995203


Tree=6525
num_leaves=18
num_cat=0
split_feature=18 18 9 9 3 17 18 0 1 17 9 1 26 6 9 7 17
split_gain=0.00444646 0.0172311 0.00350339 0.00428774 0.00312325 0.00451645 0.00631791 0.00290954 0.00445516 0.00351073 0.00265376 0.00311299 0.00212344 0.00466733 0.00503194 0.00218916 0.00195947
threshold=-0.10387 -0.11533 0.099985000000000018 0.096305000000000016 0.10850000000000003 -0.11045499999999998 -0.17307499999999998 0.12433000000000002 -0.49056499999999997 -0.55286000000000002 0.12652000000000005 0.15756500000000004 0.11127500000000003 0.098855000000000012 0.097200000000000022 -0.075879999999999989 -0.53166999999999998
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 9 -9 -2 12 -12 15 14 -14 -11 -17
right_child=7 -3 -4 -5 -6 -7 -8 8 -10 10 11 -13 13 -15 -16 16 -18
leaf_value=0.00019142553222115699 -0.00073529427851974421 0.001859014391005708 0.00062882369282322471 -0.00094999763868778414 0.00055563762247314128 0.00053958860171554981 -0.0012733931862123453 0.0010755274631468726 -0.00016958396530617704 0.0005693125750012687 -3.9300310565598947e-05 0.0010179190040130342 -0.00042520906804790272 -0.0011077772155024717 0.00046444092532117059 0.00054255575920076292 -4.6613095413671446e-05
leaf_weight=57 72 61 84 49 86 57 58 58 54 61 57 51 181 57 96 57 2544
leaf_count=57 72 61 84 49 86 57 58 58 54 61 57 51 181 57 96 57 2544
internal_value=0 0.000302886 5.80198e-05 -9.54946e-05 6.36219e-05 -0.000177627 -0.000540234 -2.99556e-05 0.000467897 -4.77699e-05 -3.15584e-05 0.000452363 -4.92761e-05 -0.000285988 -0.000113927 -1.92685e-05 -3.33869e-05
internal_weight=0 452 391 307 258 172 115 3288 112 3176 3104 108 2996 334 277 2662 2601
internal_count=3740 452 391 307 258 172 115 3288 112 3176 3104 108 2996 334 277 2662 2601
is_linear=0
shrinkage=0.0995203


Tree=6526
num_leaves=20
num_cat=0
split_feature=2 2 1 10 3 3 2 2 2 17 3 3 2 4 2 17 7 19 10
split_gain=0.00687715 0.0155471 0.00343193 0.00219898 0.00218745 0.00349409 0.00269817 0.00661362 0.00558417 0.00242389 0.00852629 0.00234658 0.00202729 0.00789 0.00200912 0.00433171 0.00195367 0.00188445 0.00127258
threshold=-0.11700999999999999 -0.14091999999999996 -0.49056499999999997 0.091445000000000026 0.11492500000000001 0.11252000000000002 -0.080329999999999999 -0.07360499999999999 -0.060455000000000002 0.51292000000000015 0.096385000000000012 0.10960500000000002 0.094050000000000022 0.085720000000000018 -0.043929999999999997 0.12439000000000001 0.078745000000000023 0.11174500000000002 0.075585000000000027
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 16 5 9 -6 -8 -9 11 -11 12 17 -14 -10 -16 18 -2 -4
right_child=4 -3 3 -5 6 -7 7 8 14 10 -12 -13 13 -15 15 -17 -18 -19 -20
leaf_value=0.00071215167477774698 0 0.0020333858131058357 -4.7301855083409515e-05 0.00054112873948465655 0.00078355489874453138 -0.00070904211069699791 -0.00089851750378228915 0.0011677042067558816 -0.00045806804620899074 0.00028268002645732922 -0.001330376974627398 0.00055852429837286984 -0.0013548492893324879 1.5006737170461673e-05 1.5019051275171334e-05 0.00097583142343037716 0.0002752742548609906 -0.00044796789342629374 -0.000707762685432135
leaf_weight=81 2191 51 54 50 58 83 62 52 60 68 61 65 56 158 312 55 56 97 70
leaf_count=81 2191 51 54 50 58 83 62 52 60 68 61 65 56 158 312 55 56 97 70
internal_value=0 0.000421491 0.000154529 -3.82924e-05 -3.48814e-05 -7.22554e-05 0.000137145 6.63312e-05 0.000192927 -5.23474e-05 -0.000473738 -3.08523e-05 -4.64911e-05 -0.000339635 7.23012e-05 0.000161241 -0.000203791 -1.87151e-05 -0.000426745
internal_weight=0 362 311 230 3378 2779 599 541 479 2696 129 2567 2502 214 427 367 180 2288 124
internal_count=3740 362 311 230 3378 2779 599 541 479 2696 129 2567 2502 214 427 367 180 2288 124
is_linear=0
shrinkage=0.0995203


Tree=6527
num_leaves=22
num_cat=0
split_feature=2 18 0 18 0 3 3 6 2 2 3 2 4 6 2 2 2 0 6 18 26
split_gain=0.00558087 0.0149329 0.00396694 0.00489617 0.00239987 0.00177636 0.00283269 0.00271102 0.00429268 0.00386606 0.00316864 0.00249769 0.00517226 0.00229022 0.00218581 0.0053656 0.00452514 0.00196774 0.00169558 0.00278036 0.00113839
threshold=-0.11700999999999999 -0.098315 0.12433000000000002 -0.0039399999999999991 -0.061654999999999995 0.11492500000000001 0.11252000000000002 0.11596500000000003 -0.075209999999999985 -0.068279999999999993 0.10871500000000002 0.094050000000000022 0.085720000000000018 0.10877500000000002 -0.080329999999999999 -0.07360499999999999 -0.060455000000000002 -0.077784999999999993 0.12638500000000005 0.10665500000000003 0.081750000000000031
decision_type=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 20 6 7 10 -9 -10 11 13 -13 -2 -7 -16 -17 -12 19 -18 -5
right_child=5 2 -4 4 -6 14 -8 8 9 -11 17 12 -14 -15 15 16 18 -19 -20 -21 -22
leaf_value=0.0016098013446860071 -3.0011766653495453e-05 -0.00098360152877735411 0.00081464600034687154 -0.00045108724274540719 0.00062670285319053735 0.00070557536642770161 -0.00063847807880920769 0.00028199394201602808 -0.0014678567363495291 -0.00022575105676788073 7.8437964159188951e-05 -0.0011946071868061284 -5.483475409135415e-05 0.0006507764218636492 -0.00080909686401958063 0.0010514940433410773 9.8924166222098413e-05 0.00099975431128337868 0.00053352164870531247 -0.00066338460996712362 0.00015800973475612972
leaf_weight=77 2201 52 54 60 60 58 83 51 49 54 49 56 139 50 62 52 306 47 65 56 59
leaf_count=77 2201 52 54 60 60 58 83 51 49 54 49 56 139 50 62 52 306 47 65 56 59
internal_value=0 0.000379769 4.45724e-05 -0.000131901 0.000110947 -3.13431e-05 -6.50419e-05 -4.70842e-05 -0.000452817 -0.000824604 -2.2182e-05 -4.45036e-05 -0.000386352 -1.45262e-05 0.000123633 5.97299e-05 0.000173897 0.000538027 6.51058e-05 -1.67407e-05 -0.000142219
internal_weight=0 362 285 231 179 3378 2779 2696 154 103 2542 2446 195 2251 599 541 479 96 427 362 119
internal_count=3740 362 285 231 179 3378 2779 2696 154 103 2542 2446 195 2251 599 541 479 96 427 362 119
is_linear=0
shrinkage=0.0995203


Tree=6528
num_leaves=21
num_cat=0
split_feature=20 18 4 27 4 6 9 0 3 4 0 6 26 36 6 3 5 0 26 29
split_gain=0.00311049 0.00238449 0.00395553 0.00264716 0.015354 0.00240096 0.00541235 0.0104873 0.00243363 0.00306035 0.00279113 0.00226306 0.00205802 0.00192083 0.0035041 0.00185281 0.00509305 0.00376985 0.00127781 0.000920509
threshold=-0.41270499999999993 0.092750000000000013 0.13584500000000002 0.07784000000000002 0.08167000000000002 0.089165000000000022 0.097365000000000021 -0.074264999999999984 0.11896500000000003 0.093220000000000011 -0.089965000000000003 0.094510000000000025 -0.088764999999999997 0.088530000000000025 -0.46637499999999998 0.13345500000000002 -0.54165499999999989 -0.066264999999999991 -0.078844999999999985 -0.064864999999999992
decision_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 13 -5 8 7 11 9 10 -3 -7 -6 14 -2 16 -16 -17 -14 -20
right_child=1 2 -4 4 12 6 -8 -9 -10 -11 -12 -13 18 -15 15 17 -18 -19 19 -21
leaf_value=0.00076126301832450335 -0.00070391062318813085 -0.00061756183205636606 0.00066367508899103499 -0.0017361311514106439 0.00053225998754885008 -0.00071522674989904272 0.00010748478887565286 -0.0021347640833728073 -0.00076704336409350136 0.00072130059722627388 6.559017696991023e-05 0.00013000811928417694 -0.00044973313619292425 0.00064856539038472805 0.0010191907190474987 -0.00099763593462499716 2.2992694578326437e-05 9.6576912537752398e-05 0.00042636053786053831 -0.00011584484442533147
leaf_weight=47 67 86 46 59 63 76 88 46 50 47 185 51 74 47 52 52 2410 75 46 92
leaf_count=47 67 86 46 59 63 76 88 46 50 47 185 51 74 47 52 52 2410 75 46 92
internal_value=0 -5.25424e-05 -0.00022182 -1.46495e-05 -0.000279116 -0.000287879 -0.000519727 -0.000843503 -0.000121219 -1.70998e-05 -0.000148183 -0.000369356 3.05032e-05 1.77269e-05 6.25545e-06 2.49498e-05 4.4366e-05 -0.000345002 -0.000114742 5.89583e-05
internal_weight=0 3712 675 3037 334 629 261 173 368 318 271 127 275 2703 2656 2589 2462 127 212 138
internal_count=3759 3712 675 3037 334 629 261 173 368 318 271 127 275 2703 2656 2589 2462 127 212 138
is_linear=0
shrinkage=0.0995203


Tree=6529
num_leaves=20
num_cat=0
split_feature=29 18 3 6 9 9 9 9 18 27 18 3 6 9 3 2 27 9 27
split_gain=0.00216827 0.00196763 0.00233578 0.00371712 0.00629598 0.00639212 0.00508426 0.00215923 0.00334407 0.00254736 0.011089 0.0033343 0.00334913 0.0028425 0.00209449 0.00104536 0.00158367 0.00101934 0.000918972
threshold=0.12951500000000005 0.10361000000000002 0.14530500000000005 0.098855000000000012 0.097200000000000022 0.094435000000000033 0.091965000000000033 0.11408000000000003 -0.063154999999999989 0.07784000000000002 -0.065634999999999985 0.13547000000000003 0.18123500000000006 -0.063329999999999984 0.12212000000000002 -0.01042 0.086965000000000028 0.12372500000000002 0.096290000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 9 -9 11 -11 12 14 -13 -1 16 -12 -10 -17
right_child=-2 2 -4 -5 -6 -7 -8 8 17 10 15 13 -14 -15 -16 18 -18 -19 -20
leaf_value=-1.5546076383476455e-05 0.00064000126278588524 -0.00038804422293564042 0.0003625298309363108 -0.00093467290339383912 0.00065692126257296194 -0.0014063432210374893 0.00077140282352907103 -0.00031179223557157074 0.00095902581275602477 -0.001734761417915791 -0.00028924163659501892 4.0571112612643645e-05 0.00083927456896140153 -0.00096542416950358163 0.00050813215663476072 0 0.00034880465755584411 0.00033978215176604527 -0.00061047237220420564
leaf_weight=2503 46 196 57 78 72 50 46 54 53 46 62 46 48 65 78 46 99 64 50
leaf_count=2503 46 196 57 78 72 50 46 54 53 46 62 46 48 65 78 46 99 64 50
internal_value=0 -4.64865e-05 -0.000230486 -0.000308813 -0.000172452 -0.000379758 -0.000164271 -1.76643e-05 0.000325951 -3.72426e-05 -0.00031112 -6.65743e-06 1.55982e-05 -0.00054115 0 -5.31191e-05 9.80127e-05 0.000627291 -0.000315107
internal_weight=0 3713 499 442 364 292 242 3214 171 3043 303 2740 2629 111 2581 257 161 117 96
internal_count=3759 3713 499 442 364 292 242 3214 171 3043 303 2740 2629 111 2581 257 161 117 96
is_linear=0
shrinkage=0.0995203


Tree=6530
num_leaves=23
num_cat=0
split_feature=20 26 18 18 5 2 9 8 18 22 2 2 8 6 2 9 9 8 5 18 8 26
split_gain=0.00212465 0.0017605 0.006354 0.0102391 0.00274835 0.00314198 0.00319586 0.00179757 0.00177242 0.00270425 0.0016161 0.00458512 0.00305527 0.00503171 0.0016074 0.00281602 0.00535985 0.00220489 0.00151187 0.00146999 0.00311029 0.0026212
threshold=-0.41270499999999993 -0.086635000000000004 -0.089929999999999996 -0.14734 -0.49053999999999998 -0.089054999999999995 0.088995000000000019 0.068430000000000019 0.092750000000000013 0.081580000000000027 0.12875500000000004 0.11241000000000002 -0.51030999999999993 -1.0000000180025095e-35 0.11392500000000001 0.08758500000000001 0.089255000000000015 -0.073029999999999984 -0.4345 0.089505000000000015 -0.06520999999999999 0.40795000000000009
decision_type=2 2 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 7 -7 -6 10 14 11 19 -12 18 15 17 -17 -10 -14 21 -21 -3
right_child=1 8 4 -5 5 6 -8 -9 9 -11 12 -13 13 -15 -16 16 -18 -19 -20 20 -22 -23
leaf_value=0.00062977667196024794 -1.315860997942145e-05 -1.8047461820958013e-05 0.00063596276491216888 -0.0019962344856170769 0.0005663183348183226 -1.4276912112095093e-06 -0.0011102463758937955 -0.00022073481975816453 -0.00036639725609899457 0.00043671676030926154 0.00038615710604388275 0.00085007285830382732 -0.00042656989561644972 -0.0012211354578627719 0.00024052659857067815 0.00073746960192696209 -0.00031980391549924094 -0.0012132355330097809 0.00035365350405979092 -0.0001097346914725893 0.00097076395966869426 0.00066520556787851351
leaf_weight=47 59 2275 55 47 63 55 51 51 86 64 54 67 50 57 59 56 303 51 48 56 48 57
leaf_count=47 59 2275 55 47 63 55 51 51 86 64 54 67 50 57 59 56 303 51 48 56 48 57
internal_value=0 -4.26744e-05 -0.00024551 -0.00090017 3.85522e-06 -0.000150451 -0.000542639 0.000207035 -1.92283e-05 -0.000171289 1.51769e-05 3.76609e-05 -0.000250176 -0.000477148 -0.000242876 -0.000302028 -0.000152601 -0.000687619 -3.60663e-05 1.49802e-05 0.000381086 -9.9597e-07
internal_weight=0 3712 381 106 275 220 106 114 3331 619 2712 2503 209 155 555 496 359 137 98 2436 104 2332
internal_count=3759 3712 381 106 275 220 106 114 3331 619 2712 2503 209 155 555 496 359 137 98 2436 104 2332
is_linear=0
shrinkage=0.0995203


Tree=6531
num_leaves=14
num_cat=0
split_feature=24 4 3 3 2 10 3 8 5 9 5 21 27
split_gain=0.00276584 0.00156682 0.0021638 0.0152342 0.00487947 0.00209633 0.00184236 0.00447741 0.00176623 0.00393459 0.00344738 0.00159075 0.00131887
threshold=0.084270000000000025 0.15221500000000004 0.084380000000000024 0.084065000000000015 0.084895000000000012 0.09056500000000002 0.084955000000000017 -0.085089999999999985 -0.0091849999999999987 0.08401500000000002 0.062500000000000014 -0.10962999999999999 -0.032854999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 7 -4 9 -1 -10 -8 -13
right_child=-2 -3 5 -5 -6 -7 11 -9 10 -11 -12 12 -14
leaf_value=-0.0003641125735441006 0.00055889616443595511 0.00047310210234896181 -0.00013838061509546343 -0.0018754851647969832 -0.0010071301962610805 0.00055532557776208499 0.0004784336827419899 0.0010091062756675364 0.00088106283184920362 0.00044885021728832464 -0.00021741155994476434 0.00036756127067622994 -7.1127467495540609e-05
leaf_weight=166 77 57 82 51 47 61 55 56 64 91 49 69 2834
leaf_count=166 77 57 82 51 47 61 55 56 64 91 49 69 2834
internal_value=0 -4.32116e-05 -5.15561e-05 -0.000251423 -5.08336e-05 -2.16681e-05 -3.33009e-05 0.000321334 6.84296e-05 -7.30688e-05 0.000397489 -5.01225e-05 -6.04185e-05
internal_weight=0 3682 3625 468 417 3157 3096 138 370 257 113 2958 2903
internal_count=3759 3682 3625 468 417 3157 3096 138 370 257 113 2958 2903
is_linear=0
shrinkage=0.0995203


Tree=6532
num_leaves=31
num_cat=0
split_feature=3 6 18 9 9 3 0 26 3 6 0 5 0 9 1 18 1 1 3 17 17 26 1 5 17 3 17 17 1 17
split_gain=0.00390979 0.0102303 0.00624808 0.00549885 0.0101855 0.00446367 0.0171298 0.00351644 0.00275963 0.00720044 0.00680016 0.00659018 0.00259814 0.00247512 0.00220536 0.00191254 0.00175314 0.00296738 0.00393569 0.00302295 0.00776319 0.00363778 0.00278983 0.00618332 0.00199304 0.00368036 0.00152842 0.00108633 0.00334792 0.00112218
threshold=0.084955000000000017 0.087575000000000028 -0.01205 0.08401500000000002 0.083540000000000017 0.088055000000000022 -0.098180000000000003 0.085855000000000029 0.086605000000000029 -0.086254999999999984 -0.082135 -0.017704999999999995 -0.08269 0.084835000000000022 -0.081224999999999992 -0.44183499999999992 -0.077634999999999996 -0.081224999999999992 0.091865000000000016 -0.042709999999999991 -0.012754999999999999 0.089365000000000014 -0.072579999999999992 -0.067559999999999995 0.55642000000000025 0.088605000000000017 -0.11741999999999998 -0.0064000000000000003 -0.034059999999999993 0.026115000000000006
decision_type=2 2 2 2 2 2 2 2 2 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 26 6 -2 12 13 -10 11 -11 -5 -8 -15 -7 17 19 -19 21 -21 -17 23 -18 25 -24 -1 28 -28 -29
right_child=5 2 -4 7 -6 15 8 -9 9 10 -12 -13 -14 14 -16 16 22 18 -20 20 -22 -23 24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.00038417097959370729 -0.0016464324544687861 0.0019602752447009002 0.0004067065472697213 -0.00021321885602491303 -0.0015495544154458512 0.00049778899069670619 0.00011472352747134914 0.0009446525889200227 0.0011439838523683472 0.00014781213940342645 0.00071351642253731924 -0.0011392017585464341 0.00071129067222494775 -0.00086539500626965529 -0.00011001584817846012 6.113835808659134e-05 -0.00010628504399393732 -0.0010589262847525761 0.00010379054693236328 0.0014010751552456444 -6.895316799760426e-05 -0.00059177473891481864 0.00090889098841548507 0.0014235774104719029 -0.00047749291514247763 3.9976551945206463e-05 0.0010237068191122495 -0.00040188257567313264 -0.00015769666864162205 0.00027701074492940782
leaf_weight=61 77 50 56 82 47 88 89 87 58 81 70 75 47 89 72 221 57 68 48 48 134 135 50 47 69 1538 47 46 46 50
leaf_count=61 77 50 56 82 47 88 89 87 58 81 70 75 47 89 72 221 57 68 48 48 134 135 50 47 69 1538 47 46 46 50
internal_value=0 0.000256675 0.00114725 7.10621e-05 -0.000204909 -1.70118e-05 -0.00025836 0.000454313 -5.66738e-05 0.000153692 -9.68317e-05 -0.000465697 0.000117272 -0.000298924 -0.00053267 4.15758e-05 2.46129e-05 -0.000114025 -0.000570745 -1.40287e-05 0.000314249 -0.000184156 7.65653e-05 0.000577224 4.46479e-05 6.78509e-05 4.46098e-05 0.000187331 0.000430554 -3.9765e-05
internal_weight=0 619 106 513 297 3114 611 216 534 284 226 156 129 250 161 2503 2415 654 116 538 182 356 1761 104 1657 1588 250 189 93 96
internal_count=3733 619 106 513 297 3114 611 216 534 284 226 156 129 250 161 2503 2415 654 116 538 182 356 1761 104 1657 1588 250 189 93 96
is_linear=0
shrinkage=0.0995203


Tree=6533
num_leaves=31
num_cat=0
split_feature=3 6 2 9 9 8 26 3 8 2 17 3 26 21 0 29 8 9 3 0 5 3 17 2 0 2 2 0 3 21
split_gain=0.00316872 0.0083103 0.00591975 0.00446396 0.00825468 0.00613394 0.00379525 0.00361697 0.0167839 0.0035129 0.0093881 0.00919156 0.0051714 0.00706284 0.0033823 0.00181696 0.00179477 0.00280342 0.00375926 0.00429144 0.00193838 0.00493774 0.00123788 0.00163885 0.00232236 0.00120746 0.00419834 0.00310955 0.000929899 0.000812395
threshold=0.084955000000000017 0.087575000000000028 -0.086050000000000001 0.08401500000000002 0.083540000000000017 -0.08237499999999999 0.085855000000000029 0.088055000000000022 -0.099434999999999996 -0.086304999999999993 0.070205000000000017 0.087385000000000032 0.089795000000000028 0.087625000000000022 -0.08269 0.12330000000000002 0.0012600000000000003 0.11408000000000003 0.11089500000000001 0.12387500000000003 0.5124350000000002 0.11426500000000002 -0.11741999999999998 -0.016354999999999998 -0.073219999999999993 -0.087075 -0.08569499999999998 -0.080500000000000002 0.12131500000000002 0.10323500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 22 6 -5 8 -2 11 12 14 13 -11 -10 16 20 18 19 -18 25 -22 -1 -24 -25 27 -27 -9 -20 -19
right_child=7 2 -4 5 -6 -7 -8 15 9 10 -12 -13 -14 -15 -16 -17 17 29 28 -21 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00034593819711822361 -0.0020612866698928264 0.0017663565814697248 0.00025740578170916489 -0.00050059678681507627 -0.0013953422871628702 0.0011516395766256883 0.00052482326175509362 -0.00048506775819593648 0.00038914374959829966 0.00033331069766857343 -0.0015615152731795641 0.0013548594214296797 -0.00083895801798672409 -0.00100876220016444 -0.00075131389599959676 0.00063205697905587075 -0.00031694853389432914 0.0006129059499632596 -0.0011444347062043547 0.00071328227398850938 -0.00021912435696493538 0.0011896478632563217 -0.00019364092939370915 -3.6318648246546618e-05 0.00084141807641121972 0.00095941496747739075 4.1632549089033889e-05 0.00030269924499568468 -0.00048832095388345713 2.9304065351830078e-06
leaf_weight=61 46 54 52 69 47 73 74 130 46 245 47 55 69 46 57 50 172 46 48 52 47 50 73 57 59 51 1682 79 50 46
leaf_count=61 46 54 52 69 47 73 74 130 46 245 47 55 69 46 57 50 172 46 48 52 47 50 73 57 59 51 1682 79 50 46
internal_value=0 0.00023113 0.00103384 6.36724e-05 -0.000184791 0.000409099 2.43155e-05 -1.52403e-05 -0.000232514 -8.21741e-05 -0.000237936 0.00031388 -6.28614e-05 0.000118348 -0.000234036 3.74708e-05 2.50175e-05 -0.000163349 -0.000303081 -7.41331e-05 6.36649e-05 0.000498608 3.95185e-05 0.000168257 0.000403059 4.15186e-05 6.91141e-05 -0.000183382 -0.000818037 0.000316816
internal_weight=0 619 106 513 297 216 143 3114 611 565 407 158 360 291 103 2503 2453 414 322 224 2039 97 250 189 116 1942 1733 209 98 92
internal_count=3733 619 106 513 297 216 143 3114 611 565 407 158 360 291 103 2503 2453 414 322 224 2039 97 250 189 116 1942 1733 209 98 92
is_linear=0
shrinkage=0.0995203


Tree=6534
num_leaves=18
num_cat=0
split_feature=10 10 0 0 30 18 2 0 18 0 2 0 18 26 3 26 3
split_gain=0.00367514 0.00247343 0.00212378 0.0205707 0.00247899 0.00245583 0.00571086 0.00247348 0.00151788 0.00264351 0.00331268 0.00269708 0.00222812 0.0026597 0.0081909 0.00509289 0.00160553
threshold=0.09056500000000002 0.086165000000000019 -0.098749999999999991 -0.10148 0.084845000000000018 0.089365000000000014 0.096520000000000022 -0.10806499999999999 0.088735000000000022 -0.093765000000000001 -0.072895000000000001 -0.092134999999999995 0.090540000000000023 0.11991000000000003 0.10502000000000002 0.10924500000000002 0.08544000000000003
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 7 -7 -1 9 10 -4 -11 -10 15 -15 -14 -13
right_child=-2 -3 8 -5 -6 6 -8 -9 12 11 -12 16 13 14 -16 -17 -18
leaf_value=-7.5376173525199734e-05 0.00067780932519620582 -0.0005653499566558519 0.00012259827126922604 -0.002100426959812135 0.00056634152786859003 0.0012209766955342735 -0.00020303647483078149 -0.00082267042777679983 -0.00066137594638443075 -0.000662524437365907 0.0012084610178319161 0.00025969374978451905 -5.1339107430974331e-05 -0.0014499967965300308 0.00030922275539301068 0.00083700510400521626 4.290853277759412e-05
leaf_weight=462 83 73 73 49 71 46 69 49 58 48 47 437 425 47 58 75 1563
leaf_count=462 83 73 73 49 71 46 69 49 58 48 47 437 425 47 58 75 1563
internal_value=0 7.74852e-06 1.96733e-05 -0.000129368 8.02553e-06 -5.39902e-05 0.000359451 -0.000148637 5.92365e-05 9.96936e-05 0.000554717 7.26323e-05 -7.18228e-05 -1.39505e-05 -0.000470441 8.02753e-05 9.06854e-05
internal_weight=0 3650 3577 746 697 626 115 511 2831 2168 120 2048 663 605 105 500 2000
internal_count=3733 3650 3577 746 697 626 115 511 2831 2168 120 2048 663 605 105 500 2000
is_linear=0
shrinkage=0.0995203


Tree=6535
num_leaves=32
num_cat=0
split_feature=3 3 8 26 26 26 17 17 0 3 9 3 3 26 0 0 8 17 9 0 4 4 1 3 1 0 17 3 3 5 8
split_gain=0.00220663 0.00308295 0.0150887 0.00300611 0.00429366 0.00507482 0.00419497 0.00610999 0.00594885 0.00369542 0.00362742 0.00298023 0.00292018 0.0064063 0.00501094 0.00706118 0.00490562 0.00471503 0.0022755 0.00168807 0.00170178 0.00293238 0.00157592 0.00204559 0.00484842 0.0132393 0.00659349 0.00440985 0.00254165 0.00208029 0.00105286
threshold=0.084955000000000017 0.088685000000000028 -0.099434999999999996 0.086685000000000026 0.088015000000000024 0.089625000000000024 -0.0082649999999999998 -0.0023699999999999997 -0.085684999999999997 0.087745000000000031 0.087635000000000032 0.08888500000000002 0.083725000000000022 0.09032500000000003 -0.085794999999999996 -0.087614999999999985 -0.083135000000000001 0.056905000000000011 0.083715000000000026 -0.09937 0.10390500000000001 0.12631500000000004 -0.50763499999999995 0.092510000000000023 -0.083284999999999984 -0.079284999999999994 0.13629500000000003 0.09339500000000002 0.093835000000000016 -0.042209999999999991 -0.086404999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 -2 6 -5 -6 9 -8 -9 18 -7 -3 13 17 15 -14 -16 19 -4 -1 30 -22 -13 24 25 -24 -26 29 -29 -25 -21
right_child=1 11 3 4 5 10 7 8 -10 -11 -12 22 14 -15 16 -17 -18 -19 -20 20 21 -23 23 27 26 -27 -28 28 -30 -31 -32
leaf_value=-0.00050803811225903219 -0.0018612751018365732 0.00079454274152410121 -0.00090450067036949129 -0.00099449150994415365 0.00049577926606945251 0.00017068369605745265 0.0014500482641149697 -0.00064303942351382989 0.00087642695675480312 0.00054945266311373642 -0.00090436781332570203 -0.00039007340483083802 0.00015821177568270961 -0.0010456072536827066 -0.00057028085471845286 0.0016023961143499972 0.00075973793865810699 0.0010055704493279849 -0.0001328036927955753 8.7644566729538057e-05 -0.0007087310495171858 0.00032289430053955836 -0.0019354369934884059 0.0012311393647835051 0.00022536945341539353 0.00027627185856853373 -0.00077299992069350127 -0.00067272234655586544 7.633201687340808e-05 0.00026184128165737891 0.00074776668520190332
leaf_weight=52 50 51 54 70 86 49 48 53 49 58 80 87 71 49 68 66 46 56 138 52 50 59 49 47 325 58 82 46 1588 46 50
leaf_count=52 50 51 54 70 86 49 48 53 49 58 80 87 71 49 68 66 46 56 138 52 50 59 49 47 325 58 82 46 1588 46 50
internal_value=0 -1.32998e-05 -0.00019165 -6.85843e-05 -0.000316297 -9.16821e-05 0.000105865 0.000523108 7.88746e-05 -0.000141207 -0.000489669 4.1458e-05 0.000192272 1.14654e-05 0.000454099 0.000859926 -2.64256e-05 0.000176403 -0.000354107 0 0.000125018 -0.000142818 2.46083e-05 4.10724e-05 -0.000132558 -0.000728916 2.22123e-05 9.32235e-05 5.47438e-05 0.000760504 0.00041926
internal_weight=0 3114 735 685 285 215 400 150 102 250 129 2379 619 368 251 137 114 319 192 263 211 109 2328 2241 514 107 407 1727 1634 93 102
internal_count=3733 3114 735 685 285 215 400 150 102 250 129 2379 619 368 251 137 114 319 192 263 211 109 2328 2241 514 107 407 1727 1634 93 102
is_linear=0
shrinkage=0.0995203


Tree=6536
num_leaves=14
num_cat=0
split_feature=10 17 18 5 17 17 17 20 8 8 20 20 20
split_gain=0.0251446 0.0212744 0.00881276 0.00329338 0.00157088 0.00345926 0.00264093 0.00388271 0.00425788 0.00362862 0.00194292 0.00569978 0.00203747
threshold=0.091080000000000022 -0.55754499999999996 -0.087529999999999983 0.51797000000000015 -0.42946499999999999 -0.35269999999999996 -0.45712999999999998 -0.077394999999999992 -0.068099999999999994 -0.080724999999999991 -0.014955 -0.0094199999999999996 -0.048779999999999997
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 -3 -9 12 -12 -7
right_child=-2 3 -4 -5 5 10 -8 9 -10 -11 11 -13 -14
leaf_value=0.0003126257962182289 -0.0018104601712538785 0.00092226294416195519 0.0021185508516909837 -0.0007087157673852883 -0.0008588442691912911 -7.3999436108914248e-05 0.00090222727169735853 0.00039302896532450785 -0.0002624910609913011 -0.00064076609107838406 0.0010126389194054003 1.9596079864142043e-05 -0.00056688306377649484
leaf_weight=47 75 82 66 66 48 948 47 52 46 92 59 2020 92
leaf_count=47 75 82 66 66 48 948 47 52 46 92 59 2020 92
internal_value=0 3.02826e-05 0.00137466 -1.22556e-05 6.95536e-07 -2.02714e-05 0.000211419 8.90419e-05 0.000490097 -0.000261766 -7.10365e-06 4.81715e-05 -0.000118388
internal_weight=0 3665 113 3552 3486 3167 319 272 128 144 3119 2079 1040
internal_count=3740 3665 113 3552 3486 3167 319 272 128 144 3119 2079 1040
is_linear=0
shrinkage=0.0995203


Tree=6537
num_leaves=14
num_cat=0
split_feature=10 17 9 5 17 17 0 20 0 8 20 20 6
split_gain=0.020389 0.017271 0.00509078 0.00267047 0.00127378 0.00280488 0.00214913 0.0037816 0.00214266 0.00304318 0.00162363 0.00349024 0.00268486
threshold=0.091080000000000022 -0.55754499999999996 0.084055000000000032 0.51797000000000015 -0.42946499999999999 -0.35269999999999996 -0.067345000000000002 -0.077394999999999992 -0.08076499999999999 -0.070134999999999989 -0.081324999999999995 -0.082220000000000001 0.11642500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 8 -8 -3 -10 11 -7 -12
right_child=-2 3 -4 -5 5 10 7 -9 9 -11 12 -13 -14
leaf_value=0.0020386104429016383 -0.0016302828243596453 0.00037679971738556836 0.00065644575379959227 -0.00063818419939114495 -0.00077337193046264543 -8.2667119885441445e-05 0.0010991648464502997 -6.7447071548924791e-05 -0.00071903773830857374 0.00027258053265429624 3.822219825513749e-06 -0.00098066338603575859 0.00047368989534379239
leaf_weight=47 75 89 66 66 48 532 58 50 67 55 2413 47 127
leaf_count=47 75 89 66 66 48 532 58 50 67 55 2413 47 127
internal_value=0 2.72689e-05 0.00123857 -1.1036e-05 6.02935e-07 -1.8254e-05 0.000190379 0.000551487 1.66622e-06 -0.000265287 -6.37059e-06 -0.000156975 2.76379e-05
internal_weight=0 3665 113 3552 3486 3167 319 108 211 122 3119 579 2540
internal_count=3740 3665 113 3552 3486 3167 319 108 211 122 3119 579 2540
is_linear=0
shrinkage=0.0995203


Tree=6538
num_leaves=14
num_cat=0
split_feature=22 17 18 5 9 9 26 18 9 26 18 20 4
split_gain=0.0237197 0.0094781 0.00834734 0.0018471 0.00127282 0.00659163 0.00567524 0.00704447 0.00381149 0.00293859 0.00262568 0.00188482 0.00127524
threshold=0.13160500000000006 -0.55754499999999996 -0.060544999999999995 0.51797000000000015 0.092605000000000021 0.094435000000000033 0.096275000000000013 -0.064960000000000004 0.09550500000000002 0.11790500000000002 0.15374500000000005 -0.23803499999999997 0.14039500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 6 7 -6 -7 11 -10 -3 -13
right_child=-2 3 -4 -5 5 8 -8 -9 10 -11 -12 12 -14
leaf_value=-2.2639395989278436e-06 -0.0020957347699051662 -0.00056574648721743827 0.0016711498855167136 -0.00050308457419049007 0.0020090740665799803 -0.00071462258996848188 -0.00011827363329161851 0.00035150520856516937 0.00011299153878245153 -0.00060551398938902656 -0.00059026365479051093 -9.7933701475221631e-06 0.00039178049434307943
leaf_weight=53 53 59 64 72 48 70 55 57 649 85 57 2337 81
leaf_count=53 53 59 64 72 48 70 55 57 649 85 57 2337 81
internal_value=0 2.4672e-05 0.000906111 -3.98621e-06 6.05281e-06 0.000105567 0.00068729 0.00111705 -1.33211e-05 -2.99841e-05 5.50536e-05 -9.90389e-06 3.32031e-06
internal_weight=0 3687 117 3570 3498 936 160 105 776 2562 706 2477 2418
internal_count=3740 3687 117 3570 3498 936 160 105 776 2562 706 2477 2418
is_linear=0
shrinkage=0.0995203


Tree=6539
num_leaves=10
num_cat=0
split_feature=22 1 5 17 3 17 1 5 3
split_gain=0.0194429 0.00824282 0.00188603 0.00138208 0.00376333 0.00223464 0.00123243 0.00374391 0.00173721
threshold=0.13240000000000005 -0.55579999999999996 0.6362850000000001 -0.55157999999999996 0.10457000000000002 -0.53299999999999992 0.51334500000000016 -0.46244499999999994 0.15108000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 8 -8 -7
right_child=-2 2 -4 5 -6 6 7 -9 -10
leaf_value=0.0012771545338080186 -0.0020162809169215522 0.00016742451368024618 0.00062934145174553535 0.00051665495211447989 -0.00091948972605731356 -3.8330993551783115e-06 -0.00011892001897569551 0.00097163043479659382 -0.00039472844268340855
leaf_weight=51 47 67 47 83 58 3140 80 50 117
leaf_count=51 47 67 47 83 58 3140 80 50 117
internal_value=0 2.06694e-05 2.8497e-06 -5.11317e-06 -0.000330355 6.36712e-06 -5.89603e-06 0.000294226 -1.81264e-05
internal_weight=0 3693 3642 3595 125 3470 3387 130 3257
internal_count=3740 3693 3642 3595 125 3470 3387 130 3257
is_linear=0
shrinkage=0.0995203


Tree=6540
num_leaves=11
num_cat=0
split_feature=17 12 10 10 18 9 9 9 18 1
split_gain=0.00369612 0.00205519 0.00224826 0.00237377 0.00254724 0.00257551 0.00504677 0.00253984 0.00242449 0.0024742
threshold=-0.57205499999999987 0.098735000000000017 0.09056500000000002 0.086165000000000019 0.10085500000000001 0.10371500000000002 0.092225000000000015 0.13087500000000005 0.09679500000000002 -0.50597999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 -6 -7 9 -2
right_child=1 -3 -4 -5 5 7 -8 -9 -10 -11
leaf_value=-0.00079813888761261274 -0.00050692816263647853 0.00068612829853738897 0.00056560801148046328 -0.00056819090387723737 8.5416016175045078e-05 -0.00066716150582728554 0.00083158126537964563 0.00027513892275051756 -0.0006789617244444626 2.2928418601099179e-05
leaf_weight=53 90 48 76 67 252 55 142 57 52 2852
leaf_count=53 90 48 76 67 252 55 142 57 52 2852
internal_value=0 3.83991e-05 2.96399e-05 1.79908e-05 2.94459e-05 0.000236002 0.000356416 -0.000180289 -5.18963e-06 6.44108e-06
internal_weight=0 3691 3643 3567 3500 506 394 112 2994 2942
internal_count=3744 3691 3643 3567 3500 506 394 112 2994 2942
is_linear=0
shrinkage=0.0995203


Tree=6541
num_leaves=12
num_cat=0
split_feature=17 22 12 4 4 4 9 9 18 18 18
split_gain=0.00299762 0.0017641 0.00172379 0.00188468 0.0129759 0.00604125 0.00483488 0.00825441 0.00212485 0.00233217 0.0018822
threshold=-0.57205499999999987 0.12975500000000004 0.098735000000000017 0.084755000000000025 0.086545000000000025 0.08024000000000002 0.11408000000000003 0.098465000000000011 -0.019539999999999998 -0.026374999999999999 -0.015440000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 8 7 -6 9 -2 -10
right_child=1 -3 -4 4 6 -7 -8 -9 10 -11 -12
leaf_value=-0.00071870783861830291 -3.5674805579541087e-05 0.00053739338583450762 0.00061784472490663525 -0.001682595326482987 -3.8475610425382062e-05 0.0010069442318022474 -0.00089355652166885242 0.0012356810186093985 0.00072919931479752619 -0.00073248444330747964 9.2483277674756413e-05
leaf_weight=53 1085 68 48 49 736 65 58 54 48 50 1430
leaf_count=53 1085 68 48 49 736 65 58 54 48 50 1430
internal_value=0 3.45996e-05 2.49368e-05 1.6747e-05 -0.000107785 5.8765e-05 -1.58226e-05 4.75825e-05 3.48652e-05 -6.70926e-05 0.000113715
internal_weight=0 3691 3623 3575 897 2678 848 790 2613 1135 1478
internal_count=3744 3691 3623 3575 897 2678 848 790 2613 1135 1478
is_linear=0
shrinkage=0.0995203


Tree=6542
num_leaves=13
num_cat=0
split_feature=17 1 6 36 17 17 12 1 5 24 38 8
split_gain=0.00245677 0.00401112 0.00499877 0.00180485 0.00146348 0.0046463 0.0029355 0.00243033 0.0026262 0.00173771 0.00168149 0.0017254
threshold=-0.54604999999999992 -0.49056499999999997 -0.040424999999999996 0.089700000000000016 0.42451000000000011 0.51174000000000019 0.097490000000000021 -0.063809999999999992 -0.080724999999999991 0.084270000000000025 -0.051829999999999994 0.24853500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 9 -7 -9 10 -2 -12
right_child=3 2 -4 -5 5 7 -8 8 -10 -11 11 -13
leaf_value=0.00016727587547571611 0.00060821499038004971 -5.2448366023016553e-05 -0.0014632397604369934 -0.00044520313465585247 -0.00098030087702854715 -0.00052039056338069867 0.00085872535370690509 -9.7020746666808057e-05 0.00080324028058632012 0.00058373295957544569 2.5691697928663218e-05 0.00057461085181657792
leaf_weight=85 52 52 50 74 56 51 46 72 56 61 3031 58
leaf_count=85 52 52 50 74 56 51 46 72 56 61 3031 58
internal_value=0 -0.000329791 -0.000752039 4.00248e-05 5.0569e-05 -0.000188338 6.81065e-05 5.48536e-05 0.000290448 5.64928e-05 4.59928e-05 3.62634e-05
internal_weight=0 187 102 3557 3483 235 3248 179 128 3202 3141 3089
internal_count=3744 187 102 3557 3483 235 3248 179 128 3202 3141 3089
is_linear=0
shrinkage=0.0995203


Tree=6543
num_leaves=13
num_cat=0
split_feature=17 18 9 35 2 1 3 30 30 18 18 18
split_gain=0.0019927 0.00465893 0.00411262 0.00147712 0.00379586 0.00188576 0.00217585 0.00207173 0.00176892 0.00163955 0.0035449 0.0020181
threshold=-0.54604999999999992 -0.037059999999999989 0.09253500000000002 -0.076159999999999992 -0.015714999999999996 0.51334500000000016 0.12551500000000002 0.11377500000000003 0.089455000000000021 0.089505000000000015 0.087810000000000013 0.090795000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 7 -7 8 9 10 -5 -11
right_child=3 -3 -4 5 -6 6 -8 -9 -10 11 -12 -13
leaf_value=0.00084000443321309993 -0.00098500788897803722 -0.00087906419871572631 -0.00039883140097598456 1.1760174250632362e-05 0.00021218383883899922 0.00097719088077652329 5.8394069337016458e-05 -0.00057076320823135096 0.00051022718872236448 0.00075911992027313259 -0.00081853136858060988 0.00011664591992812985
leaf_weight=46 48 79 62 2443 56 46 62 55 79 53 52 663
leaf_count=46 48 79 62 2443 56 46 62 55 79 53 52 663
internal_value=0 -0.00029697 0.000121241 3.60644e-05 -0.000332495 4.7402e-05 0.000457314 3.39225e-05 4.428e-05 3.25614e-05 -5.21641e-06 0.000165347
internal_weight=0 187 108 3557 104 3453 108 3345 3290 3211 2495 716
internal_count=3744 187 108 3557 104 3453 108 3345 3290 3211 2495 716
is_linear=0
shrinkage=0.0995203


Tree=6544
num_leaves=10
num_cat=0
split_feature=22 12 3 29 3 9 3 6 18
split_gain=0.00307973 0.00259543 0.00124456 0.00187062 0.0013931 0.00150338 0.00132494 0.00257816 0.00196355
threshold=0.12975500000000004 0.098385000000000028 0.17152000000000003 -1.0000000180025095e-35 0.15108000000000005 0.15091000000000004 0.094410000000000008 -0.095814999999999997 0.15374500000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 -8
right_child=-2 -3 3 -5 -6 -7 8 -9 -10
leaf_value=0.00033226594149604225 0.00067998477520149632 -0.00070587769638857305 -8.6312143586810339e-05 0.00076230171283293879 -0.00050236162991337591 0.00056606480755085791 -4.7418723301273102e-05 5.3472997151184901e-06 -0.00057625465833960636
leaf_weight=277 67 51 47 53 54 47 1290 1779 74
leaf_count=277 67 51 47 53 54 47 1290 1779 74
internal_value=0 -6.64331e-07 9.04218e-06 0.000355267 -5.58464e-07 7.02122e-06 -4.22185e-07 4.97904e-05 -7.67094e-05
internal_weight=0 3672 3621 100 3521 3467 3420 2056 1364
internal_count=3739 3672 3621 100 3521 3467 3420 2056 1364
is_linear=0
shrinkage=0.0995203


Tree=6545
num_leaves=11
num_cat=0
split_feature=22 12 10 11 4 4 8 4 2 6
split_gain=0.00249741 0.00210441 0.00213368 0.00188881 0.00278624 0.00372362 0.00325953 0.00318505 0.00154862 0.00080953
threshold=0.12975500000000004 0.098385000000000028 0.09056500000000002 -0.11166 0.10716000000000002 0.11240500000000002 -0.49499500000000002 0.10495500000000003 0.12875500000000004 -0.081250000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 7 -6 -7 8 -5 -1
right_child=-2 -3 -4 4 5 6 -8 -9 -10 -11
leaf_value=0.00074135597214592286 0.00061231258505373642 -0.00063562862624427384 0.00057769087508599537 1.2115354292680007e-05 -0.00084627815625871745 -0.00081949409721583676 5.4737904602676404e-05 0.00074746821696882306 -0.00054628751553446116 0.00012849314165692637
leaf_weight=46 67 51 64 2980 86 51 239 58 50 47
leaf_count=46 67 51 64 2980 86 51 239 58 50 47
internal_value=0 -5.9822e-07 8.1198e-06 -1.89818e-06 -1.401e-05 -0.000269925 -9.61836e-05 1.68855e-05 2.6306e-06 0.000440432
internal_weight=0 3672 3621 3557 3464 376 290 3088 3030 93
internal_count=3739 3672 3621 3557 3464 376 290 3088 3030 93
is_linear=0
shrinkage=0.0995203


Tree=6546
num_leaves=10
num_cat=0
split_feature=0 12 10 11 1 2 1 17 3
split_gain=0.00204194 0.00169354 0.0021291 0.0013556 0.00177132 0.00380885 0.00197413 0.00123966 0.00121664
threshold=-0.23177499999999998 0.098385000000000028 0.091445000000000026 -0.23394000000000001 0.50644500000000015 0.0066850000000000008 0.41291000000000005 0.53699500000000022 0.10525500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 6 -6 7 -5 -1
right_child=1 -3 -4 4 5 -7 -8 -9 -10
leaf_value=0.00080950160446737265 0.00040779300720743088 -0.0005723707033168003 0.00058334328806549794 1.0968262821683405e-06 5.7170369665502171e-05 -0.00098850349773780947 0.00062741872520446151 -0.00037323707138530349 9.4242273432717735e-05
leaf_weight=49 77 51 62 3169 84 57 49 90 51
leaf_count=49 77 51 62 3169 84 57 49 90 51
internal_value=0 -2.77056e-06 5.09762e-06 -4.8379e-06 -1.42874e-05 -0.000359743 1.89854e-07 -8.98953e-06 0.000452906
internal_weight=0 3639 3588 3526 3449 141 3308 3259 100
internal_count=3739 3639 3588 3526 3449 141 3308 3259 100
is_linear=0
shrinkage=0.0995203


Tree=6547
num_leaves=20
num_cat=0
split_feature=20 11 0 0 20 20 18 18 18 17 2 6 29 2 6 1 6 0 18
split_gain=0.00175015 0.000913144 0.000933245 0.00384044 0.0016008 0.00269516 0.00328006 0.00860643 0.00450009 0.0022502 0.00368054 0.00889989 0.00215717 0.00235698 0.00121742 0.00416583 0.00205539 0.00200778 0.00102669
threshold=0.2959750000000001 0.092640000000000014 -0.08269 -0.082339999999999983 -0.014955 -0.0094199999999999996 -0.082304999999999989 -0.025079999999999998 -0.091594999999999996 0.048755000000000014 -0.086254999999999984 -0.055679999999999993 -0.011859999999999999 0.0040650000000000018 0.11884000000000002 -0.064534999999999995 0.11146500000000002 -0.08176499999999999 0.098840000000000025
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 9 -6 8 -8 -7 12 -11 -12 -1 -14 16 -16 17 -5 -17
right_child=-2 -3 3 14 5 6 7 -9 -10 10 11 -13 13 -15 15 18 -18 -19 -20
leaf_value=0.0005358125215083094 0.00060542802166594332 -0.00044003308071398264 -0.00089706696385145272 0.00048268279043937304 0.00076966554982246078 4.2011932556512516e-05 0.0013209578730969426 8.2355699629546984e-05 -0.0011286952667541954 0.00037919046182136067 -5.5579845623493454e-05 -0.0017457173790948004 9.1786454526226354e-05 -0.00037818708323365715 0.000855973572805387 -0.00051554379353802851 -0.00057448860047337811 -4.867268467201089e-05 0.00013607160441539391
leaf_weight=77 48 46 51 74 63 97 60 786 48 50 97 46 419 141 65 46 70 1408 47
leaf_count=77 48 46 51 74 63 97 60 786 48 50 97 46 419 141 65 46 70 1408 47
internal_value=0 3.61036e-07 6.14342e-06 -4.56892e-05 5.50265e-05 0.000136635 9.55656e-05 0.000171168 -0.000339887 -4.76198e-05 -0.000345776 -0.000604986 4.14313e-05 -2.50844e-05 -1.98184e-05 0.000242523 -4.70534e-05 -2.15884e-05 -0.00017743
internal_weight=0 3691 3645 1761 1884 1054 991 846 145 830 193 143 637 560 1710 158 1552 1482 93
internal_count=3739 3691 3645 1761 1884 1054 991 846 145 830 193 143 637 560 1710 158 1552 1482 93
is_linear=0
shrinkage=0.0995203


Tree=6548
num_leaves=17
num_cat=0
split_feature=6 26 1 8 4 3 4 8 3 9 18 25 3 9 9 4
split_gain=0.00541277 0.004966 0.00946049 0.00642374 0.00337474 0.00284179 0.00392287 0.00340294 0.00529619 0.00542746 0.00173119 0.00162609 0.00197623 0.00159183 0.00265447 0.000257634
threshold=0.11642500000000001 0.096980000000000025 -0.035694999999999998 -0.077889999999999987 0.15340500000000004 0.13902500000000004 0.12784500000000004 0.0012600000000000003 0.10997000000000003 0.099125000000000033 -0.46879999999999999 0.081855000000000025 0.12131500000000002 0.10864500000000002 0.09550500000000002 0.14039500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 7 -7 10 13 -10 -1 12 -12 14 -9 -8
right_child=1 -3 -4 -5 -6 6 15 8 9 -11 11 -13 -14 -15 -16 -17
leaf_value=0.00058402675832965848 0.0004369448281899052 -0.00017547268394408212 -0.00024188341133412193 0.0019982639403284558 -0.00087668774673102122 0.00092096320228891404 -0.0002208346797615272 -1.8252143918325185e-06 -0.0016936966277568961 -0.00022683231842145749 -1.0557987326775432e-05 0.00053753383925481363 -0.00041914998644251058 0.0003633445972772765 -0.00069605464783462144 0.0001065677063736262
leaf_weight=48 49 85 60 60 47 73 46 184 49 54 2640 51 123 57 79 46
leaf_count=48 49 85 60 60 47 73 46 184 49 54 2640 51 123 57 79 46
internal_value=0 0.000437242 0.000750256 0.0013039 -3.85194e-05 -2.68635e-05 0.0003756 -4.73278e-05 -0.000310853 -0.000932609 -8.09307e-06 -1.84841e-05 -2.90435e-05 -0.000108167 -0.000213471 -4.82354e-05
internal_weight=0 254 169 109 3497 3450 165 3285 423 103 2862 2814 2763 320 263 92
internal_count=3751 254 169 109 3497 3450 165 3285 423 103 2862 2814 2763 320 263 92
is_linear=0
shrinkage=0.0995203


Tree=6549
num_leaves=13
num_cat=0
split_feature=6 26 26 4 4 2 3 17 3 21 21 3
split_gain=0.0043835 0.00403323 0.00831845 0.00726794 0.00273571 0.00262956 0.00218498 0.00306731 0.00206917 0.00213287 0.001838 0.00106516
threshold=0.11642500000000001 0.096980000000000025 0.090385000000000021 0.09939000000000002 0.15340500000000004 -0.24151999999999998 0.13902500000000004 -0.049834999999999997 0.13085500000000003 0.13276500000000005 0.12208500000000003 0.14940500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 8 -8 9 10 -7 -9
right_child=1 -3 -4 -5 -6 6 7 11 -10 -11 -12 -13
leaf_value=-0.00057439060646485114 -0.00046145743078781452 -0.00015800957392277397 0.0017550804320066559 0.0011026590054053801 -0.00078943949896012025 -1.5291197871320044e-05 0.0010261994934597448 -0.00022752931340715138 -0.00054156936499673411 0.00058714643305539664 -0.00055082292974186257 0.00039309889184186667
leaf_weight=84 67 85 50 52 47 3012 47 58 76 57 65 51
leaf_count=84 67 85 50 52 47 3012 47 58 76 57 65 51
internal_value=0 0.000393407 0.00067559 0.000215143 -3.47325e-05 -2.42137e-05 -1.02406e-05 0.000353095 -2.8153e-05 -1.54414e-05 -2.68701e-05 5.53461e-05
internal_weight=0 254 169 119 3497 3450 3366 156 3210 3134 3077 109
internal_count=3751 254 169 119 3497 3450 3366 156 3210 3134 3077 109
is_linear=0
shrinkage=0.0995203


Tree=6550
num_leaves=12
num_cat=0
split_feature=6 8 3 1 8 9 9 29 26 26 3
split_gain=0.00354946 0.00357501 0.00737086 0.00337299 0.0024479 0.00205959 0.00319892 0.0091296 0.00478953 0.00419857 0.0023694
threshold=0.11642500000000001 -0.078704999999999997 0.10850000000000003 -0.061135000000000002 0.24614500000000003 0.11891000000000003 0.11408000000000003 0.11485000000000002 0.26711000000000013 0.12236500000000003 0.10293500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 8 9 -1 -7
right_child=1 2 -4 -5 -6 10 -8 -9 -10 -11 -12
leaf_value=-3.9281351023661526e-05 -0.00022590074374003263 0.00057323814216365975 -0.00014465226304878373 0.001733480279497385 -0.0005941123607210632 -9.6537236885092014e-05 -0.00079268969674320443 0.0013421348173388813 -0.0008929916217779696 0.00078748524615602079 0.00084932863881132198
leaf_weight=3091 73 55 76 50 75 46 54 48 64 62 57
leaf_count=3091 73 55 76 50 75 46 54 48 64 62 57
internal_value=0 0.000353934 0.000592313 0.00113353 -3.13225e-05 -1.87486e-05 -3.25787e-05 -1.97565e-05 -4.03314e-05 -2.27643e-05 0.000418955
internal_weight=0 254 181 105 3497 3422 3319 3265 3217 3153 103
internal_count=3751 254 181 105 3497 3422 3319 3265 3217 3153 103
is_linear=0
shrinkage=0.0995203


Tree=6551
num_leaves=16
num_cat=0
split_feature=3 6 4 26 8 5 25 1 3 0 17 3 0 3 5
split_gain=0.00298454 0.00316828 0.00420117 0.00614253 0.00492657 0.00451374 0.00217328 0.00161252 0.00401428 0.00272803 0.0022788 0.00136136 0.00647048 0.0032815 0.00182673
threshold=0.31589000000000006 0.11642500000000001 0.09939000000000002 0.095385000000000011 -0.073999999999999996 -0.041054999999999994 0.096120000000000025 -0.16855499999999998 0.11025500000000002 0.047575000000000013 -0.14679499999999998 0.13902500000000004 -0.066264999999999991 0.13085500000000003 0.51390500000000017
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 7 8 9 -1 -11 13 -13 14 -9
right_child=-2 2 -4 4 -6 -7 -8 11 -10 10 -12 12 -14 -15 -16
leaf_value=-0.00067049027134013356 -0.00075337665656524341 0.00027287825998269217 0.0011766557211327158 0.0014485158353942469 4.8386481987544217e-05 -0.001068602001877389 0.0005742517520788609 -1.7634621044717806e-05 -0.0010466330097667544 -0.00026549336157539398 0.00043047269162472824 -0.00042679893012735669 0.00097931857870205141 -0.00072146066815436619 0.0005463965643650279
leaf_weight=59 52 47 49 46 57 51 60 2840 52 86 100 61 68 65 58
leaf_count=59 52 47 49 46 57 51 60 2840 52 86 100 61 68 65 58
internal_value=0 5.76677e-06 0.000348039 0.000141965 0.000681635 -0.000416886 -1.88054e-05 -2.95467e-05 -0.000251137 -7.89555e-05 0.000104281 -7.99719e-06 0.000308064 -2.20338e-05 -6.06372e-06
internal_weight=0 3699 250 201 103 98 3449 3389 297 245 186 3092 129 2963 2898
internal_count=3751 3699 250 201 103 98 3449 3389 297 245 186 3092 129 2963 2898
is_linear=0
shrinkage=0.0995203


Tree=6552
num_leaves=17
num_cat=0
split_feature=17 17 8 8 0 8 20 7 4 4 0 4 0 8 9 4
split_gain=0.0114582 0.00364946 0.00359594 0.0103172 0.00333863 0.021188 0.00273876 0.00376777 0.00306451 0.00238889 0.00740173 0.00345973 0.00156678 0.00366998 0.00288579 0.00106031
threshold=-0.56655999999999984 -0.55286000000000002 -0.083849999999999994 -0.084554999999999991 -0.093375 -0.088734999999999994 -0.15615999999999999 -0.073659999999999989 0.085065000000000016 0.10755500000000003 -0.14731999999999998 0.094025000000000011 -0.086025000000000004 -0.086064999999999989 0.083715000000000026 0.13528000000000004
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 15 8 -8 -4 11 -11 -9 13 -6 -14 -3
right_child=1 2 6 -5 12 -7 7 9 -10 10 -12 -13 14 -15 -16 -17
leaf_value=-0.0011693272476477621 0.00082479300764442664 0.00016101053679854453 3.918975625417607e-05 0.0012348411577036489 -3.3549521572319812e-05 0.0023072215877738729 -0.00088562787544924255 2.0282915779492329e-05 -0.0010380458739176015 0.0014272391845331527 3.2115494717689584e-05 -0.00057604012878341221 0.00044970805899424975 -0.00097107572249620561 -5.9391323449017137e-05 -0.00030651547896507934
leaf_weight=75 63 380 48 87 279 48 46 1724 54 48 181 102 162 49 339 54
leaf_count=75 63 380 48 87 279 48 46 1724 54 48 181 102 162 49 339 54
internal_value=0 7.28675e-05 5.94851e-05 0.000184383 0.000114049 0.000322363 -1.94022e-05 4.66119e-06 -0.000523086 2.49882e-05 0.000328118 -1.25793e-05 -6.08279e-06 -0.000176103 0.000103594 0.000100953
internal_weight=0 3664 3601 1398 1311 482 2203 2101 102 2055 229 1826 829 328 501 434
internal_count=3739 3664 3601 1398 1311 482 2203 2101 102 2055 229 1826 829 328 501 434
is_linear=0
shrinkage=0.0995203


Tree=6553
num_leaves=17
num_cat=0
split_feature=18 1 4 1 3 3 3 5 22 17 7 1 17 1 18 3
split_gain=0.0129046 0.00214027 0.00539115 0.00321672 0.00254891 0.0221412 0.0531742 0.00386095 0.00273279 0.0026953 0.00219814 0.00213944 0.00307897 0.00248101 0.00194393 0.00133509
threshold=0.31690500000000005 -0.49056499999999997 0.10696000000000003 -0.40145499999999995 0.089735000000000023 0.088685000000000028 0.08888500000000002 -0.039649999999999998 0.086140000000000008 -0.0082649999999999998 -0.073659999999999989 -0.01538 -0.47196999999999995 -0.022844999999999997 -0.120155 0.10457000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 -3 5 8 -7 -8 9 -5 -6 13 -13 -12 -1 -16
right_child=-2 3 -4 4 10 6 7 -9 -10 -11 11 12 -14 -15 15 -17
leaf_value=-0.00040519601188031393 -0.0015950060362872808 -0.00075421029537102707 0.0013138648209482786 -0.0001616493358014706 -0.00060484681493560622 0.0041063797092093235 0.00095812613449402779 -0.00014579240385895336 0.00065238685474390979 0.00013535672874322378 -7.3082752567631763e-05 0.00082071891817297549 5.4481687745472079e-05 -0.00079249851958719812 0.00063018428169087288 -5.781687429356922e-05
leaf_weight=51 47 49 47 659 61 46 46 96 62 558 775 55 1026 51 64 46
leaf_count=51 47 49 47 659 61 46 46 96 62 558 775 55 1026 51 64 46
internal_value=0 6.4055e-05 0.000374713 4.52733e-05 5.69162e-05 0.000156265 0.00116474 0.00020605 7.38871e-06 -2.47981e-05 -1.67248e-05 1.6584e-06 9.42243e-05 -0.000118493 9.54657e-05 0.000335033
internal_weight=0 3692 208 3484 3435 1467 188 142 1279 1217 1968 1907 1081 826 161 110
internal_count=3739 3692 208 3484 3435 1467 188 142 1279 1217 1968 1907 1081 826 161 110
is_linear=0
shrinkage=0.0995203


Tree=6554
num_leaves=16
num_cat=0
split_feature=1 20 20 0 1 1 0 0 10 10 20 22 8 2 26
split_gain=0.0110952 0.00232838 0.0175475 0.0363767 0.00316588 0.00291415 0.00656216 0.00396567 0.00249413 0.00420727 0.00137161 0.00120549 0.00167293 0.00417355 0.00234787
threshold=-0.55579999999999996 -0.082074999999999995 -0.084084999999999993 -0.083995 -0.049499999999999995 0.18123500000000006 -0.10096999999999999 -0.085684999999999997 0.085705000000000017 0.090150000000000022 -0.081324999999999995 0.12975500000000004 -0.068099999999999994 0.11804000000000002 0.11746500000000003
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 -6 -8 10 -10 -3 12 14 -14 -12
right_child=1 8 3 -5 5 -7 7 -9 9 -11 11 -13 13 -15 -16
leaf_value=-0.0014185443976705797 -0.00060636871047769038 -0.00049813327032948275 0.0031046092615678142 -0.00039446176345754618 0.001022507082828913 -0.00045689061495142507 -0.00065149718693109421 0.00020787276362084942 0.0010284310738291776 -6.0573880847885332e-05 3.216741384734768e-05 0.00047424265585252446 -4.9441797404600422e-05 -0.0009158552208116072 0.00054876014218444577
leaf_weight=51 77 53 58 59 77 79 72 203 64 75 1785 55 880 59 92
leaf_count=51 77 53 58 59 77 79 72 203 64 75 1785 55 880 59 92
internal_value=0 5.90334e-05 0.000234233 0.00133312 -1.72468e-05 8.61031e-05 0.000210294 -1.41492e-05 2.30169e-05 0.000434949 3.15464e-06 1.26938e-05 3.38845e-06 -0.000104753 5.7924e-05
internal_weight=0 3688 625 117 508 431 352 275 3063 139 2924 2871 2816 939 1877
internal_count=3739 3688 625 117 508 431 352 275 3063 139 2924 2871 2816 939 1877
is_linear=0
shrinkage=0.0995203


Tree=6555
num_leaves=16
num_cat=0
split_feature=1 24 4 4 5 4 20 20 17 2 2 1 0 5 0
split_gain=0.00899665 0.00220317 0.00194977 0.00932689 0.0047617 0.00451091 0.0029498 0.014236 0.0452665 0.00259349 0.00349694 0.00167436 0.00143805 0.00408914 0.00330738
threshold=-0.55579999999999996 0.10415500000000003 0.12061000000000001 0.11706000000000001 -0.49053999999999998 0.13424500000000003 -0.082220000000000001 -0.084084999999999993 -0.085715 -0.017704999999999995 0.31534000000000012 0.18123500000000006 0.12433000000000002 0.23074000000000006 0.056590000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -4 -6 7 11 -9 -7 -11 -2 14 -14 -8
right_child=1 -3 4 -5 5 9 12 8 -10 10 -12 -13 13 -15 -16
leaf_value=-0.001277370631737679 0.00010781856393414019 -0.00061516389983957715 0.00048902874381692274 0.0014621510585819243 -0.0010718386214428144 -0.00070120879554297192 2.2631263117792589e-05 -0.00067335506334394299 0.0034123667558882266 0.00082497424259026734 -0.00034108081288285365 -0.00043019495802362311 -0.00015822841950652013 0.0010315001107929806 -0.00073093209159406371
leaf_weight=51 388 48 77 48 71 49 2558 55 52 46 56 67 63 51 59
leaf_count=51 388 48 77 48 71 49 2558 55 52 46 56 67 63 51 59
internal_value=0 5.31141e-05 6.21515e-05 8.41085e-05 -0.000180456 -0.000416352 6.3773e-05 0.000271531 0.00130458 -0.000102722 0.000176762 2.67954e-05 2.07196e-05 0.000366838 5.32943e-06
internal_weight=0 3688 3640 3341 299 222 3293 562 107 151 102 455 2731 114 2617
internal_count=3739 3688 3640 3341 299 222 3293 562 107 151 102 455 2731 114 2617
is_linear=0
shrinkage=0.0995203


Tree=6556
num_leaves=29
num_cat=0
split_feature=26 21 21 18 18 9 0 9 6 17 26 3 0 18 1 1 6 23 29 9 9 18 4 26 1 9 18 2
split_gain=0.00552224 0.00571661 0.022383 0.00285856 0.016057 0.00616563 0.0129745 0.00910703 0.00419 0.00388477 0.00619786 0.0137058 0.00371244 0.00318853 0.00281901 0.00481718 0.00279895 0.00209413 0.00215104 0.00290964 0.00504064 0.00222666 0.00453604 0.00193066 0.00181601 0.00420755 0.00254128 0.00114786
threshold=0.082850000000000021 -0.083269999999999997 -0.085574999999999998 0.086285000000000014 0.089505000000000015 0.091690000000000021 -0.083589999999999984 0.094435000000000033 0.11816500000000002 0.17969500000000005 0.088245000000000032 0.092835000000000015 -0.062714999999999993 0.095920000000000019 -0.094454999999999997 -0.091259999999999994 0.089725000000000013 -0.022119999999999997 -0.11266 0.09550500000000002 0.092150000000000024 -0.14343999999999998 0.084900000000000017 0.0054200000000000012 0.10055500000000002 0.098465000000000011 -0.060544999999999995 -0.086169999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 27 8 -5 6 13 -7 9 14 -11 -12 -9 -6 16 -16 -3 -1 -19 20 21 22 -20 -23 25 -21 -27 -2
right_child=1 3 -4 4 5 7 -8 12 -10 10 11 -13 -14 -15 15 -17 -18 18 19 24 -22 23 -24 -25 -26 26 -28 -29
leaf_value=0.00056468143171161517 -0.00012584673317680482 1.0248959791108001e-05 -0.0021890056873230808 -0.0016564341839526524 0.00072355755397248409 0.0012161899290892332 -0.0014704742719003655 -0.00038032464198400955 -0.00083650967312319524 0.0013961217294135853 -0.0010928492371660254 0.00088574646944180008 0.00055475701024079488 -0.00023746954798802705 -0.00094947540292945323 -6.4591953372301927e-05 0.00098622540731385785 0.00071826076979603852 -9.5981710127135956e-05 -0.00082120589851106523 0.0008409419673355335 -4.8242017917827117e-05 0.0011833837002719028 0.00046930606300399054 -0.00072569743753192473 -0.00025922427614562016 0.00061366115753713356 0.00055186334481213781
leaf_weight=88 46 81 63 75 50 69 83 144 62 48 58 86 59 107 65 1040 47 48 60 57 86 839 49 78 64 61 70 50
leaf_count=88 46 81 63 75 50 69 83 144 62 48 58 86 59 107 65 1040 47 48 60 57 86 839 49 78 64 61 70 50
internal_value=0 -0.000154198 -0.000730209 -0.000109644 -0.000295796 -9.48849e-05 -0.00046367 0.000227504 -3.56092e-05 -1.88548e-07 0.00041564 8.31271e-05 -0.000104519 6.3376e-05 -6.56043e-05 -0.000117385 0.000375011 9.24917e-05 6.24837e-05 3.88063e-05 0.000108524 4.63345e-05 0.000471636 -3.32665e-06 -0.000265589 -0.000104602 0.000200954 0.0002186
internal_weight=0 2233 159 2074 587 512 240 272 1487 1425 192 144 203 157 1233 1105 128 1500 1412 1364 1112 1026 109 917 252 188 131 96
internal_count=3733 2233 159 2074 587 512 240 272 1487 1425 192 144 203 157 1233 1105 128 1500 1412 1364 1112 1026 109 917 252 188 131 96
is_linear=0
shrinkage=0.0995203


Tree=6557
num_leaves=23
num_cat=0
split_feature=19 26 8 8 8 18 9 3 9 3 18 9 18 11 1 4 26 21 18 4 18 18
split_gain=0.0133582 0.00340152 0.00563705 0.0102298 0.0116302 0.0253831 0.0132937 0.00814352 0.0042176 0.00352167 0.00257017 0.00657908 0.00324297 0.00225209 0.0043837 0.00538539 0.00190355 0.00171603 0.00186299 0.00171502 0.00252124 0.00327378
threshold=0.14107000000000006 0.082850000000000021 -0.085764999999999994 -0.092094999999999996 -0.088520000000000001 0.0057900000000000009 0.083925000000000013 0.08785500000000003 0.083795000000000022 0.084465000000000026 -0.06656999999999999 0.087055000000000021 -0.074709999999999985 -0.37931999999999999 0.5126750000000001 0.13481000000000004 0.0054200000000000012 -0.091104999999999992 -0.093649999999999997 0.11849500000000003 0.095920000000000019 0.0048000000000000013
decision_type=2 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 19 5 -5 -6 -8 -4 -10 12 -12 -11 -1 16 -16 17 -15 -19 20 21 -3
right_child=-2 2 8 4 6 -7 7 -9 9 10 11 -13 -14 14 15 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.00053989621930373934 -0.0017168726855490779 9.1218863235281548e-05 0.00066821473537337036 -0.00018987929468507048 -0.0017510178457618446 -0.0027984085005489301 0.00062098958629333643 -0.00056667466739719467 -0.00081171541846742897 -7.1440626405625633e-05 0.00088183540629235282 4.0033336856903898e-06 -0.00084788494170412031 -0.00048141454406805699 9.1572079526999281e-06 0.0014940166199830329 0.00050963980775038534 0.00028439344972361206 -9.5344325324712472e-06 -0.00048438899071349354 -0.00033476419121197581 0.00093752122180915283
leaf_weight=54 47 178 91 84 49 67 120 109 55 511 99 593 60 61 50 49 89 278 901 48 78 62
leaf_count=54 47 178 91 84 49 67 120 109 55 511 99 593 60 61 50 49 89 278 901 48 78 62
internal_value=0 -2.79103e-05 -0.000106474 -0.0003184 -0.00064832 -0.00135273 -0.000262765 5.21074e-05 1.25202e-05 -3.21305e-05 1.17007e-06 0.000130772 -0.000154462 8.83757e-05 0.000112707 0.000752357 6.44424e-05 3.18285e-05 5.90774e-05 6.60721e-05 0.000151735 0.000313258
internal_weight=0 3686 2204 795 429 151 278 229 1409 1318 1263 692 571 1482 1428 99 1329 1240 1179 366 318 240
internal_count=3733 3686 2204 795 429 151 278 229 1409 1318 1263 692 571 1482 1428 99 1329 1240 1179 366 318 240
is_linear=0
shrinkage=0.0995203


Tree=6558
num_leaves=24
num_cat=0
split_feature=17 0 8 8 17 8 18 18 9 9 8 5 8 8 17 8 9 8 18 8 5 8 0
split_gain=0.00461696 0.0175083 0.00339623 0.00748959 0.0158304 0.00750757 0.00356501 0.0132597 0.00675474 0.0026285 0.00164127 0.00374256 0.00237289 0.00218934 0.00208614 0.00143849 0.0042453 0.00246931 0.00074149 0.00287806 0.00217425 0.00106624 0.0010689
threshold=0.51326500000000019 -0.077784999999999993 -0.085764999999999994 -0.092299999999999993 0.063160000000000022 -0.086304999999999993 -0.015440000000000001 -0.0090849999999999976 0.084055000000000032 0.088710000000000025 -0.084855 -0.014374999999999999 -0.084044999999999995 -0.083504999999999982 -0.020405 -0.081234999999999988 0.084985000000000019 -0.076554999999999998 0.09679500000000002 -0.093795000000000003 -0.084089999999999984 -0.09602999999999999 -0.11170000000000001
decision_type=2 2 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 18 5 6 8 -8 -5 -2 11 -4 14 -14 -12 16 -15 -17 19 21 -20 22 -1
right_child=1 -3 10 4 -6 -7 7 -9 -10 -11 12 -13 13 15 -16 17 -18 -19 20 -21 -22 -23 -24
leaf_value=-6.9919973999367995e-05 -0.00034673696329126869 -0.0020430794879209599 -9.0584315021686836e-05 0.0012294599441094501 -0.0017880740980729855 -0.0014094501335831105 -0.0017187902250192404 3.5704537574548131e-05 -0.000344521003050495 0.00067507397270361806 5.8937149098933883e-06 0.0010815134724814688 0.0006380865625831739 -0.00079551845392185339 -0.00090071998420535873 0.0003241957707833518 8.4899921021425821e-05 1.228756284874094e-05 -0.0006093316401970737 0.00087785441511524346 0.00017404346398654374 -0.00039665262833079939 0.00025306019731983603
leaf_weight=185 46 53 59 52 74 47 51 256 55 53 47 48 61 79 50 300 169 1592 57 46 89 47 217
leaf_count=185 46 53 59 52 74 47 51 256 55 53 47 48 61 79 50 300 169 1592 57 46 89 47 217
internal_value=0 -0.000581936 -2.14824e-05 -0.000160238 -0.000435355 -0.00021644 -7.90244e-05 -0.000253092 0.000412754 0.000192024 4.60259e-05 0.000427566 2.79043e-05 4.94699e-05 -0.000452994 3.2309e-05 -0.000192255 6.21772e-05 6.81074e-05 0.000127068 -0.000126188 4.83272e-05 0.000102389
internal_weight=0 152 3581 1176 535 461 414 307 107 99 2405 107 2298 2201 97 2140 248 1892 641 495 146 449 402
internal_count=3733 152 3581 1176 535 461 414 307 107 99 2405 107 2298 2201 97 2140 248 1892 641 495 146 449 402
is_linear=0
shrinkage=0.0995203


Tree=6559
num_leaves=23
num_cat=0
split_feature=19 26 8 8 17 26 6 17 9 6 26 18 0 11 1 7 23 26 9 18 18 1
split_gain=0.0103508 0.00260045 0.00378433 0.00699006 0.0188678 0.00948452 0.00845475 0.00338322 0.00332593 0.00254544 0.0041742 0.00510201 0.00348733 0.00175405 0.00358189 0.00166519 0.00308197 0.00210815 0.00154726 0.00152112 0.00172584 0.00279161
threshold=0.14107000000000006 0.082850000000000021 -0.085764999999999994 -0.092094999999999996 0.063160000000000022 0.086895000000000014 -0.011749999999999998 -0.0017249999999999998 0.083795000000000022 -0.101065 0.11880500000000002 0.11835500000000003 -0.052884999999999995 -0.37931999999999999 0.5126750000000001 0.085015000000000021 -0.022119999999999997 0.0054200000000000012 -0.069359999999999991 -0.020389999999999998 0.095920000000000019 0.18123500000000006
decision_type=2 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 19 5 6 -5 -7 -4 -10 12 -12 -11 -1 15 16 -15 -18 -16 -3 21 -21
right_child=-2 2 8 4 -6 7 -8 -9 9 10 11 -13 -14 14 18 -17 17 -19 -20 20 -22 -23
leaf_value=-0.00047357712083548234 -0.0015078886985843976 -0.00047077423300086971 0.00058990851446421937 -6.6295380683269184e-05 -0.0021141799894733308 3.3859472745662202e-06 -0.0013931356024848678 0.0010072308057530923 -0.00070124893258136827 -2.6119861902227651e-05 0.00083979659668295659 -0.00039540059366105013 -0.00076815480065155943 0.00088354090564323417 0.0010919896145691825 -0.00046099625575225821 1.5789264228094124e-05 0.0005334260946173884 0.00027681288351774543 0.00055004768966207692 -0.0002513810638119682 -0.00014469831910525577
leaf_weight=54 47 47 91 96 64 126 97 46 54 1039 112 46 67 46 48 58 1141 84 51 143 83 93
leaf_count=54 47 47 91 96 64 126 97 46 54 1039 112 46 67 46 48 58 1141 84 51 143 83 93
internal_value=0 -2.11314e-05 -8.98523e-05 -0.000263491 -0.00053624 -0.000257317 -0.000737395 0.000276616 7.53883e-06 -3.20492e-05 -2.81231e-06 0.000475001 -7.18115e-05 8.05166e-05 0.000102043 5.835e-05 8.26936e-05 5.19526e-05 0.000680319 5.39698e-05 0.00013385 0.000272802
internal_weight=0 3686 2204 795 429 365 193 172 1409 1318 1264 158 1106 1482 1428 1329 1271 1225 99 366 319 236
internal_count=3733 3686 2204 795 429 365 193 172 1409 1318 1264 158 1106 1482 1428 1329 1271 1225 99 366 319 236
is_linear=0
shrinkage=0.0995203


Tree=6560
num_leaves=28
num_cat=0
split_feature=9 9 2 18 2 18 5 5 1 5 5 5 2 6 6 1 0 20 21 5 6 8 8 8 17 1 5
split_gain=0.00585961 0.0152307 0.0218908 0.00745358 0.0146594 0.00526431 0.00421619 0.0181894 0.00348387 0.00441208 0.00368557 0.00779125 0.00638682 0.0033701 0.00349713 0.00235377 0.00211846 0.00191601 0.00387538 0.00290709 0.00275807 0.00198043 0.0037781 0.00321623 0.0012188 0.00120082 0.00118163
threshold=0.087495000000000031 0.087980000000000017 -0.084114999999999981 -0.091594999999999996 -0.094509999999999997 -0.094939999999999997 -0.092239999999999989 -0.096354999999999996 0.005935000000000001 -0.088604999999999989 -0.021739999999999999 -0.015824999999999995 -0.081915000000000002 -0.03252 -0.088444999999999982 -0.49837999999999999 -0.15137999999999999 -0.097019999999999995 0.093835000000000016 0.63223000000000018 0.12386500000000002 -0.072559999999999999 -0.069939999999999988 -0.07594999999999999 0.0084900000000000028 -0.082635 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 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 7 13 9 -8 12 -12 -11 14 16 -6 -5 18 -3 20 21 23 -23 -19 -15 -17 -27
right_child=1 17 -4 6 5 -7 8 -9 -10 10 11 -13 -14 24 -16 25 -18 19 -20 -21 -22 22 -24 -25 -26 26 -28
leaf_value=-0.0022160511782671746 0.0029014234958299892 7.8803028012513815e-05 -6.4040888172059177e-05 0.00032305766618876135 -0.00066212986890165811 -0.0011043218476382368 0.00097402226208664748 -0.0020231177594028679 0.00076992580565612013 -0.0010200366181865334 0.0012293018910349482 -1.1232723917521172e-05 9.8807111896369548e-05 -0.00097740645404425391 0.0008354885034375924 0.00047563499574955985 -0.00021730093410390682 5.956863545511335e-05 -0.0010467018860228731 0.00079885555767251581 0.00072059110061483106 -0.00084287789408359483 -2.6822197560498971e-05 0.00072944850260731888 -0.00026479590464066285 0.0003099450775635096 -0.00033046371655318953
leaf_weight=46 46 82 52 100 52 63 46 53 66 91 54 686 111 46 49 57 251 670 47 53 58 62 629 80 58 46 73
leaf_count=46 46 82 52 100 52 63 46 53 66 91 54 686 111 46 49 57 251 670 47 53 58 62 629 80 58 46 73
internal_value=0 0.000113261 0.00131956 -0.000136507 -0.00056236 -0.000298138 -4.69164e-05 -0.000268691 6.95064e-05 2.18887e-05 -2.37372e-05 7.81866e-05 -0.000401174 -8.25728e-05 4.67555e-05 -7.17865e-05 -6.10203e-05 4.24488e-05 -0.000324919 7.35113e-05 4.73193e-05 1.96521e-05 -0.000101228 0.000132114 -0.000587861 9.7982e-05 -7.60315e-05
internal_weight=0 1779 98 1948 337 291 1611 557 1054 988 942 740 202 504 400 228 351 1681 129 1552 1499 1441 691 750 104 176 119
internal_count=3727 1779 98 1948 337 291 1611 557 1054 988 942 740 202 504 400 228 351 1681 129 1552 1499 1441 691 750 104 176 119
is_linear=0
shrinkage=0.0995203


Tree=6561
num_leaves=28
num_cat=0
split_feature=9 9 2 18 18 20 26 6 1 18 18 2 4 3 6 1 26 10 4 10 9 9 2 20 1 21 4
split_gain=0.0047553 0.0123294 0.01777 0.00622087 0.0275734 0.00530538 0.0033242 0.0110269 0.0117222 0.00467032 0.00392378 0.00294726 0.00546739 0.00336922 0.00243487 0.00549142 0.00331858 0.00155719 0.00329154 0.00299123 0.00185963 0.00186554 0.00273047 0.00246047 0.00144244 0.0018013 0.00135292
threshold=0.087495000000000031 0.087980000000000017 -0.084114999999999981 -0.10303999999999999 -0.12881499999999999 0.0057800000000000013 0.085005000000000011 0.082060000000000022 -0.080500000000000002 -0.0047450000000000001 0.092750000000000013 0.13896000000000006 0.13364000000000004 0.086535000000000015 0.085845000000000019 -0.084204999999999988 0.085855000000000029 0.086275000000000018 0.10343500000000001 0.090150000000000022 0.12912500000000005 0.098180000000000031 -0.07360499999999999 -0.07650499999999999 0.10924000000000002 0.10702000000000002 0.084755000000000025
decision_type=2 2 2 2 2 2 2 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 26 6 7 11 9 -9 14 13 -13 -5 16 -16 -8 18 20 -19 21 22 -3 -23 25 -7 -1
right_child=1 17 -4 5 -6 24 10 8 -10 -11 -12 12 -14 -15 15 -17 -18 19 -20 -21 -22 23 -24 -25 -26 -27 -28
leaf_value=0.00027456301009827445 0.0026126732200594861 0.00015077197200563043 -5.7667652467800507e-05 0.00016236210057914122 -0.0026740326539133495 0.00033599562474599692 -0.00081657974369601558 -0.0010065056846004575 -0.0022628738058849906 0.00029844239608025225 -0.00069223362221545017 0.0010025821767536121 -0.00029131672101374541 -0.0003290499325506523 2.1072244825090086e-05 0.00093513657650204048 8.0586626478424385e-05 0.00088641151116216211 -0.00060316016454871064 -5.5259641727477554e-05 0.00056544031399422456 -0.00064344552033567502 -0.00032462506143388396 -2.6710020081039299e-05 0 0.0011325084459799506 -0.0003199462890154176
leaf_weight=87 46 907 52 200 50 84 49 59 50 49 63 64 64 435 192 100 240 60 82 72 65 85 137 273 49 46 67
leaf_count=87 46 907 52 200 50 84 49 59 50 49 63 64 64 435 192 100 240 60 82 72 65 85 137 273 49 46 67
internal_value=0 0.000102035 0.0011874 -0.000122964 -0.000643388 -6.16192e-05 -0.000120736 -0.000242179 -0.000999392 -0.000406866 5.16726e-05 -8.43049e-05 0.000349237 -0.000172985 0.000133746 0.000336912 -6.86956e-05 3.82727e-05 9.76785e-06 0.000366571 4.45864e-05 1.98544e-05 8.76034e-05 -0.000175428 0.000450665 0.000624136 1.05971e-05
internal_weight=0 1779 98 1948 204 1744 1565 921 158 108 644 763 128 635 581 292 289 1681 1549 132 1467 1402 1044 358 179 130 154
internal_count=3727 1779 98 1948 204 1744 1565 921 158 108 644 763 128 635 581 292 289 1681 1549 132 1467 1402 1044 358 179 130 154
is_linear=0
shrinkage=0.0995203


Tree=6562
num_leaves=25
num_cat=0
split_feature=9 9 0 8 2 27 8 22 8 5 4 20 5 8 7 4 10 8 2 3 5 5 5 5
split_gain=0.00384864 0.00998273 0.0191814 0.00492292 0.0333194 0.0459486 0.00380455 0.00266724 0.00232533 0.0022355 0.00777313 0.002497 0.0049364 0.00390776 0.00178664 0.00238885 0.00453589 0.00383699 0.00198369 0.00192419 0.00129528 0.00350814 0.00178092 0.000950998
threshold=0.087495000000000031 0.087980000000000017 -0.083039999999999989 -0.091914999999999983 -0.082484999999999989 0.076195000000000027 -0.090440000000000006 0.10460500000000002 -0.094869999999999996 -0.46244499999999994 0.10543500000000001 -0.009049999999999999 -0.088604999999999989 -0.086404999999999996 0.058975000000000007 0.10801000000000002 0.086275000000000018 -0.080445000000000003 -0.14091999999999996 0.087675000000000017 -0.073669999999999999 -0.11930499999999999 -0.45822499999999994 0.037395000000000005
decision_type=2 2 2 2 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 -5 9 20 10 -8 13 -13 -11 15 16 18 -17 -3 -20 21 22 -6 -22
right_child=1 14 -4 6 8 -7 7 -9 -10 11 -12 12 -14 -15 -16 17 -18 -19 19 -21 23 -23 -24 -25
leaf_value=-0.0042206460225452276 -0.0002267096025457237 -0.00060104933529370869 0.0025502381311288467 0.00072446051774145291 0.00035237502445027778 9.5723287515841137e-05 0.00041263648156885063 0.00050920766363430844 -0.00057749166286933306 -0.00070752153436192083 -0.0011451310699213597 0.00069747698950824188 -3.7943952391701208e-05 -6.0257378622782496e-05 0.00062074102360612103 0.00011761018398945682 0.00091223417293264547 -0.0010428477544183411 0.00059803459705172403 1.1758751314008554e-05 -0.00037907022595845904 0.00097800670905088985 -0.00040217919797511217 0.00022105870046472284
leaf_weight=48 52 50 46 64 74 49 54 77 48 124 75 105 640 376 50 58 58 53 58 1354 58 57 53 46
leaf_count=48 52 50 46 64 74 49 54 77 48 124 75 105 640 376 50 58 58 53 58 1354 58 57 53 46
internal_value=0 9.17434e-05 0.0010684 -0.000110667 -0.000406726 -0.00203177 -2.55101e-05 -5.91537e-05 5.99733e-05 -9.16009e-05 -0.000486696 -5.00057e-05 6.46072e-05 -0.000222416 3.43184e-05 1.58391e-05 4.88705e-05 -0.000429108 1.40594e-05 3.64207e-05 0.00016906 0.000328841 3.10364e-05 -0.000105757
internal_weight=0 1779 98 1948 433 97 1515 1451 336 1374 129 1245 745 500 1681 1631 1520 111 1462 1412 288 184 127 104
internal_count=3727 1779 98 1948 433 97 1515 1451 336 1374 129 1245 745 500 1681 1631 1520 111 1462 1412 288 184 127 104
is_linear=0
shrinkage=0.0995203


Tree=6563
num_leaves=33
num_cat=0
split_feature=17 18 3 26 8 3 20 20 3 20 3 9 8 5 6 18 18 2 2 17 2 3 8 2 6 6 1 17 17 26 8 9
split_gain=0.0042615 0.0189468 0.00464028 0.00611752 0.0156553 0.0377061 0.00647254 0.00953602 0.00621587 0.0100126 0.00614148 0.00424723 0.00713172 0.0101497 0.0180618 0.00380151 0.00550548 0.00326579 0.00772269 0.00427688 0.00370931 0.00317477 0.00426336 0.00303647 0.00244225 0.00349874 0.0024335 0.00215691 0.00214439 0.00275147 0.00172913 0.00169422
threshold=0.0065250000000000013 -0.092414999999999983 0.10807500000000002 0.085005000000000011 -0.092094999999999996 0.084895000000000012 -0.009049999999999999 -1.0000000180025095e-35 0.086535000000000015 -0.075115000000000001 0.085545000000000024 0.11408000000000003 -1.0000000180025095e-35 -0.46244499999999994 -0.064579999999999985 -0.082304999999999989 -0.074709999999999985 -0.080874999999999989 -0.08342999999999999 0.12576000000000004 -0.079149999999999984 0.11252000000000002 -0.068904999999999994 -0.077544999999999989 -0.101065 -0.09007999999999998 -0.025004999999999999 -0.052269999999999997 0.0021900000000000005 0.085570000000000021 -0.084044999999999995 0.095055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 8 -8 10 -10 -6 12 21 -14 -15 -3 -17 18 30 -20 -19 -4 27 -22 -5 -26 -9 -23 29 -27 -18 -16
right_child=1 15 11 24 6 -7 7 26 9 -11 -12 -13 13 14 31 16 17 20 19 -21 23 22 -24 -25 25 28 -28 -29 -30 -31 -32 -33
leaf_value=0.00017966631487110072 0.0020494297193085192 -0.00078127065354142869 0.00076203215297804283 -0.00048871034393402281 -0.00033985904837445616 -0.0031133566628804921 0.0014703512350733099 -0.00021937255004851947 -0.00037977128924067063 -0.0017810958555399198 0.0010313905870765474 -0.00051172807529411754 -0.00047002569994349536 0.0027056711367731616 0.00074498340462475444 0.001135855467527195 0.00023089124833051148 -0.00077975940312843698 0.0017095933574626529 0.00036139443260096342 0.0006485093086940739 0.00029351762808767966 -0.00091419811814734983 -6.8701052577053922e-05 0.00086120163607344904 0.00070533243025856839 0.00037644598139168238 -0.00024194538200378692 -0.00064050481583098455 0 -0.00044503220909987824 -5.3780294371719549e-05
leaf_weight=75 50 50 47 88 103 63 46 248 226 66 47 85 52 49 55 49 78 65 49 48 66 157 55 509 51 59 93 141 47 792 71 47
leaf_count=75 50 50 47 88 103 63 46 248 226 66 47 85 52 49 55 49 78 65 49 48 66 157 55 509 51 59 93 141 47 792 71 47
internal_value=0 0.000158996 -7.8556e-05 -0.000155311 -0.000335404 -0.00131774 -0.000170892 0.000124655 -0.000431515 -0.000699313 8.43419e-05 0.000143825 0.00023759 0.000718051 0.00113261 6.22042e-05 0.000108185 5.04263e-05 0.000359138 0.00105088 -6.69556e-05 -4.19699e-06 -0.000108535 1.21986e-05 1.18366e-05 5.91145e-05 -5.44759e-05 3.74139e-05 1.265e-05 4.96852e-05 -8.5699e-05 0.0003689
internal_weight=0 1035 2692 2004 967 138 829 387 442 292 150 688 603 203 151 985 935 886 246 97 640 400 353 575 1037 949 341 298 898 851 149 102
internal_count=3727 1035 2692 2004 967 138 829 387 442 292 150 688 603 203 151 985 935 886 246 97 640 400 353 575 1037 949 341 298 898 851 149 102
is_linear=0
shrinkage=0.0995203


Tree=6564
num_leaves=24
num_cat=0
split_feature=28 8 8 6 6 8 6 3 3 6 6 9 26 17 21 10 10 9 4 5 19 18 5
split_gain=0.0104635 0.0034775 0.0138911 0.00361569 0.00467007 0.0026352 0.00247172 0.00599016 0.00844872 0.00305532 0.00297026 0.00287641 0.00615446 0.00520845 0.00216812 0.00175813 0.00235411 0.00220683 0.00899749 0.00808537 0.0016128 0.00188255 0.00273839
threshold=0.083225000000000021 -0.08569499999999998 -0.086304999999999993 -0.01146 -0.049005 -0.08731499999999999 0.088845000000000021 0.089655000000000026 0.08802500000000002 0.091180000000000025 0.092705000000000023 0.097365000000000021 0.098495000000000013 0.053575000000000012 0.088715000000000016 0.09056500000000002 0.084475000000000022 0.11351500000000002 0.13424500000000003 -0.10586999999999999 0.088100000000000012 -0.018629999999999997 0.0053250000000000016
decision_type=2 2 2 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 14 15 8 9 -8 -9 12 -12 -13 -1 16 17 18 -3 -19 21 -5 -23
right_child=-2 6 -4 20 -6 -7 7 10 -10 -11 11 13 -14 -15 -16 -17 -18 19 -20 -21 -22 22 -24
leaf_value=0.00016248281546143013 -0.0012187794884571553 5.9438588829459407e-06 0.0014262732105518969 -0.00028858766879308388 -0.00087845543985089376 0.00069225107255904976 -0.00069542523574835915 0.00062260097703028584 -0.0015043149415215715 0.00031190032439228332 -2.8894643838586454e-05 -0.00019479336915887612 -0.001039871993529303 0.00096149141014658138 -0.00029957322718258776 0.00059130261658608485 -0.00060372827180753329 -0.0014240055702405727 0.0013025949214063833 0.00027233039784784233 0.00074205753837702066 0.00016099683449566937 0.00090595871030643531
leaf_weight=183 69 1499 80 71 70 48 55 61 75 64 233 106 81 60 220 51 62 46 55 69 58 384 57
leaf_count=183 69 1499 80 71 70 48 55 61 75 64 233 106 81 60 220 51 62 46 55 69 58 384 57
internal_value=0 1.81203e-05 0.000159962 6.63567e-05 -0.000122106 -2.89673e-06 -4.75445e-05 -0.000201185 -0.000675827 -0.000146791 -2.94677e-05 -0.00011404 -0.000292295 0.00021821 -8.77249e-05 1.53665e-05 -1.1293e-06 2.07656e-05 5.23625e-05 -0.000399086 0.000240054 0.000181587 0.000259141
internal_weight=0 3688 1171 1091 521 451 2517 735 194 119 541 480 314 166 403 1782 1731 1669 1554 115 570 512 441
internal_count=3757 3688 1171 1091 521 451 2517 735 194 119 541 480 314 166 403 1782 1731 1669 1554 115 570 512 441
is_linear=0
shrinkage=0.0995203


Tree=6565
num_leaves=26
num_cat=0
split_feature=27 27 8 8 8 6 8 0 0 5 6 9 6 6 6 9 0 8 8 0 6 26 2 6 5
split_gain=0.00236397 0.0148795 0.00308033 0.0109612 0.00257432 0.00288784 0.00611029 0.00378914 0.00834706 0.00426257 0.00310559 0.00688328 0.0024307 0.00398935 0.00213604 0.00158271 0.00157133 0.0026386 0.00145212 0.00146983 0.00127653 0.00217338 0.00223131 0.00051663 0.000199438
threshold=0.08988500000000002 0.093785000000000021 -0.08569499999999998 -0.086304999999999993 -0.085165000000000005 0.08866000000000003 -0.083294999999999994 -0.071799999999999989 -0.074094999999999994 -0.063819999999999988 0.085465000000000027 0.084915000000000032 -0.01146 -0.03764 0.049085000000000011 0.11351500000000002 -0.059114999999999994 -0.080224999999999991 -0.08731499999999999 -0.1021 0.093595000000000025 0.047170000000000011 -0.080069999999999988 0.10615500000000003 -0.42676999999999993
decision_type=2 2 2 2 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 -4 10 -7 8 -8 -9 14 -12 13 18 15 -6 17 24 19 -1 21 -14 -23 -22 -3
right_child=1 16 4 -5 5 6 7 9 -10 -11 11 -13 20 -15 -16 -17 -18 -19 -20 -21 23 22 -24 -25 -26
leaf_value=0.00011590243948602883 -0.0018966631469914134 1.1375383166951227e-05 -0.00073842338159115471 0.0013437566077557051 5.3066238563754441e-05 -0.0012945498790625195 -0.00011045200309625515 0.00078787858180219333 -0.0013624039018217693 -0.00012935936167776492 0.0011767412075158656 -0.00017329536767520591 -0.00025343577338591145 -0.00097523317750941975 -0.00057677083665252352 -0.0003668129525621561 0.00045463490047070628 -0.00072937106930271443 0.00052879121240692432 -0.00028065760604621849 -0.00034257007368617462 0.00023622325349407993 0.00080535088467041248 0.00011299684578386912 0.00031920735560612051
leaf_weight=200 47 48 52 72 1334 47 406 83 61 124 72 76 63 46 61 95 68 48 46 170 49 305 91 46 47
leaf_count=200 47 48 52 72 1334 47 406 83 61 124 72 76 63 46 61 95 68 48 46 170 49 305 91 46 47
internal_value=0 -0.000294775 1.73378e-05 0.000156509 -4.51258e-05 -2.94962e-05 -0.00019567 -0.000117827 -0.000275736 0.000234467 4.31488e-05 0.000477948 7.15678e-05 -9.57771e-05 0 2.45798e-05 5.81647e-05 -0.000124642 0 -6.40883e-05 0.0002126 0.000281849 0.000369075 -0.000113363 0.000172288
internal_weight=0 258 3499 1088 2411 2359 721 674 467 207 1638 148 1016 462 1490 1429 211 143 416 370 554 459 396 95 95
internal_count=3757 258 3499 1088 2411 2359 721 674 467 207 1638 148 1016 462 1490 1429 211 143 416 370 554 459 396 95 95
is_linear=0
shrinkage=0.0995203


Tree=6566
num_leaves=20
num_cat=0
split_feature=28 18 18 18 26 0 26 9 9 17 4 17 18 9 18 0 18 18 18
split_gain=0.00833316 0.00259586 0.0186851 0.00257838 0.00398424 0.00230493 0.00451066 0.00639753 0.00269743 0.00609513 0.00244067 0.00282211 0.00779446 0.0018424 0.00133457 0.00577131 0.00242699 0.00261797 0.00219716
threshold=0.083225000000000021 -0.022504999999999997 -0.015979999999999998 -0.037059999999999989 0.086095000000000019 -0.080074999999999993 0.090020000000000031 0.09055500000000001 0.08938500000000002 0.11639500000000001 0.10606500000000003 -0.53447999999999996 -0.13579499999999997 0.088825000000000029 -0.011835 -0.086025000000000004 -0.010029999999999999 -0.0079049999999999988 -0.0019149999999999998
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 -5 6 8 -8 9 -1 11 12 -7 -13 15 -4 -16 -18 -19
right_child=-2 2 14 4 -6 10 7 -9 -10 -11 -12 13 -14 -15 16 -17 17 18 -20
leaf_value=-1.7461539784230864e-05 -0.0010872863953115491 0.001606140807875178 0.00040083100804431422 0 -0.0012207876700692476 -0.00027102350507996229 -0.0015951031616869798 -9.8144735677239438e-05 0.0005932474995972545 -0.0012122082175586967 -0.000565742529144042 -0.00026129040815046624 0.0015019209377497898 0.00016810576422610245 0.00066462481738488433 -0.0011278011185149016 -0.00058906731256213208 0.00052563070933497077 2.4147314230792964e-05
leaf_weight=438 69 77 50 57 49 47 50 68 56 47 52 138 50 345 61 47 66 91 1899
leaf_count=438 69 77 50 57 49 47 50 68 56 47 52 138 50 345 61 47 66 91 1899
internal_value=0 1.65413e-05 8.19279e-05 -9.0103e-05 -0.000562716 -5.06641e-05 -0.000181284 -0.000739387 -5.80409e-05 -0.000134929 8.42413e-05 0.000143927 0.000634426 4.37263e-05 2.8548e-05 -0.000331407 4.54277e-05 2.66584e-05 4.74909e-05
internal_weight=0 3688 2291 1397 106 1291 659 118 541 485 632 580 97 483 2214 97 2117 2056 1990
internal_count=3757 3688 2291 1397 106 1291 659 118 541 485 632 580 97 483 2214 97 2117 2056 1990
is_linear=0
shrinkage=0.0995203


Tree=6567
num_leaves=22
num_cat=0
split_feature=28 8 8 6 6 8 6 8 1 18 2 6 8 18 6 8 8 8 1 18 1
split_gain=0.00682614 0.00238316 0.00925903 0.00230332 0.00329722 0.00188609 0.00215713 0.0047483 0.00404742 0.0130469 0.00935702 0.00232595 0.00667561 0.00180605 0.00183129 0.00179463 0.00378541 0.0037303 0.00160406 0.00360554 0.00244613
threshold=0.080855000000000024 -0.08569499999999998 -0.086304999999999993 -0.01146 -0.049005 -0.085165000000000005 0.08866000000000003 -0.083294999999999994 -0.083284999999999984 -0.032374999999999994 -0.082084999999999991 0.085465000000000027 -0.082094999999999987 0.10665500000000003 -0.090715000000000004 -0.073644999999999988 -0.076394999999999991 -0.07034 -0.022844999999999997 -0.018629999999999997 -0.07825
decision_type=2 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 13 -3 11 -8 9 -9 -10 15 -13 14 -1 16 -7 -17 19 -5 -21
right_child=-2 5 -4 18 -6 6 7 8 10 -11 -12 12 -14 -15 -16 17 -18 -19 -20 20 -22
leaf_value=-3.144483995125401e-05 -0.0009307617281970929 -0.00062072936740315725 0.0011675786921661142 -0.00051276163128864346 -0.00073454856281473884 -6.3940417047514254e-05 -0.001137442766016111 4.0059545388429938e-06 0.00095709438929550959 -0.0017346611912364208 -0.00015601952627034642 0.0011909858141912965 -0.00015052235980517566 -0.00056554469714401034 0.00049439447860675069 0.00094507615824302577 -0.00098601319321724949 2.8662193685428557e-05 0.00059409231364480365 0.00035684797975951672 -0.00026711783203451679
leaf_weight=317 77 54 80 74 69 398 47 159 93 58 380 63 86 49 82 46 50 1081 86 333 75
leaf_count=317 77 54 80 74 69 398 47 159 93 58 380 63 86 49 82 46 50 1081 86 333 75
internal_value=0 1.59831e-05 0.000133811 5.68341e-05 -9.40849e-05 -3.82717e-05 -2.51586e-05 -0.000167857 -0.000100627 -0.000456935 6.11073e-05 3.53695e-05 0.000411199 2.73077e-06 7.45707e-05 0 -0.000168678 6.67933e-05 0.000195643 0.000122852 0.000240142
internal_weight=0 3680 1165 1085 517 2515 2461 737 690 217 473 1724 149 448 399 1575 448 1127 568 482 408
internal_count=3757 3680 1165 1085 517 2515 2461 737 690 217 473 1724 149 448 399 1575 448 1127 568 482 408
is_linear=0
shrinkage=0.0995203


Tree=6568
num_leaves=27
num_cat=0
split_feature=0 18 0 5 4 3 17 17 8 8 8 9 21 3 3 20 21 4 21 0 8 9 3 9 4 3
split_gain=0.00605273 0.0131338 0.00405038 0.0036101 0.00499967 0.00288554 0.0211439 0.00471101 0.00594718 0.00212504 0.0045301 0.00424274 0.00208963 0.00878206 0.00746028 0.00934 0.0056997 0.00475513 0.00232007 0.00684363 0.00392135 0.00203617 0.01866 0.00197631 0.00193421 0.00100276
threshold=-0.095339999999999994 -0.10387 -0.092939999999999995 0.62404000000000015 0.10252500000000002 0.08400500000000001 0.006145000000000002 -0.0064000000000000003 -0.082654999999999992 -0.046889999999999994 -0.0083949999999999979 0.11408000000000003 0.087625000000000022 0.089535000000000017 0.10850000000000003 -0.06916499999999999 0.084795000000000023 0.10868000000000001 -0.079279999999999989 -0.225295 -0.091284999999999991 0.097365000000000021 0.10174000000000002 0.096385000000000012 0.079660000000000022 0.096265000000000031
decision_type=2 2 2 2 2 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 -4 21 -11 -12 16 -14 15 -15 18 -16 20 -20 -3 23 -23 -7 -21 -17
right_child=2 12 3 4 -6 9 -8 -9 -10 10 11 -13 13 14 17 25 -18 -19 19 24 -22 22 -24 -25 -26 -27
leaf_value=0.001653912621674463 -0.00073745072282737842 -0.00010065923807363408 0.00080903272150754024 5.163266633337837e-05 -0.0013621329678133955 -5.1879158786169003e-05 -0.0022742589386391841 -0.00068828297713348396 -0.00035990655378448724 0.00093223008046928514 0.00020848553956971623 -0.00062348904520772132 -0.0012212927578162151 0.0012966620676910985 -0.0011712053342562687 0.00023237176140267955 0.0011587503908796824 3.8206069701841609e-05 -0.0009852778300273059 0.00055665411698913145 0.0011402682057668036 0.0017459183159237834 -0.0003133191629180683 -0.00064044553367525081 1.6331567680931823e-06 -0.00039460091246739922
leaf_weight=60 86 46 103 49 48 1562 46 62 73 71 380 72 54 89 51 46 62 84 57 102 53 60 158 59 167 54
leaf_count=60 86 46 103 49 48 1562 46 62 73 71 380 72 54 89 51 46 62 84 57 102 53 60 158 59 167 54
internal_value=0 0.000228887 -6.43375e-05 -4.29352e-05 -0.000639524 -2.07554e-05 -0.000320602 5.35562e-05 0.000319537 1.49507e-05 0.000192202 7.41474e-05 0.000129095 -4.46292e-05 0.000148955 0.000554411 0.000265618 -0.000412619 0.000133399 2.7319e-06 0.000555407 -3.50133e-05 0.000249689 -7.38064e-05 0.00021513 -9.80073e-05
internal_weight=0 925 2829 2743 97 2646 284 238 176 2362 523 452 865 378 324 189 487 135 425 326 99 1839 218 1621 269 100
internal_count=3754 925 2829 2743 97 2646 284 238 176 2362 523 452 865 378 324 189 487 135 425 326 99 1839 218 1621 269 100
is_linear=0
shrinkage=0.0995203


Tree=6569
num_leaves=25
num_cat=0
split_feature=0 18 5 4 3 18 18 8 6 0 3 3 2 17 4 2 3 10 22 0 6 0 6 6
split_gain=0.00495778 0.0138931 0.0028173 0.00406352 0.00235486 0.0180045 0.00247423 0.0057764 0.00366977 0.00216883 0.00238919 0.00911136 0.00677972 0.00658968 0.00468915 0.00690473 0.00289229 0.00194825 0.00143378 0.00334162 0.00159126 0.00551204 0.00191397 0.000900702
threshold=-0.10806499999999999 -0.10387 0.62404000000000015 0.10252500000000002 0.084550000000000028 -0.095799999999999982 -0.0092699999999999987 -0.085499999999999993 0.084410000000000027 -0.113275 0.10502000000000002 0.10871500000000002 0.096520000000000022 -0.022884999999999999 0.08544000000000003 -0.0043799999999999993 0.11523000000000001 0.082245000000000026 0.09044000000000002 -0.088784999999999989 0.11146500000000002 -0.080614999999999992 0.095080000000000012 -0.034094999999999993
decision_type=2 2 2 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 -2 7 -7 23 10 12 -12 14 -13 15 -3 -15 18 20 -20 22 -22 -6 -8
right_child=2 9 3 -5 17 6 8 -9 -10 -11 11 13 -14 16 -16 -17 -18 -19 19 -21 21 -23 -24 -25
leaf_value=0.001865444943342472 -0.0020830252709757701 0.00024183075879929595 4.6494181721743887e-05 -0.0012265732863900038 7.2589613015789127e-06 0.00088564182988577539 -0.00012878558528689162 -0.00040723011917766135 -0.00089316430748930984 0.00067884503123106219 0.0015331380590645578 -0.0010387257039411991 -0.0010432428248288088 0.0009369744945070728 0.00072398376762621171 -0.0012298505993153599 3.9027326947232712e-05 0.00063524333470693227 -0.00098675642842249657 5.4907513444727078e-05 -0.0010942549092219777 1.9674709873892353e-05 0.00030910192346830144 0.00035329674224152216
leaf_weight=49 47 99 49 48 1873 78 139 60 59 63 47 47 64 49 81 46 137 48 48 80 56 199 235 53
leaf_count=49 47 99 49 48 1873 78 139 60 59 63 47 47 64 49 81 46 137 48 48 80 56 199 235 53
internal_value=0 0.000249808 -4.67765e-05 -0.000575038 -2.92773e-05 -0.000243 -1.85782e-05 0.000317592 -0.000206666 0.00012345 6.06277e-05 0.000268981 -0.000137718 1.04652e-05 0.000115092 -0.000219402 0.000279985 7.10089e-06 -4.6744e-06 -0.000329321 1.25648e-05 -0.000221743 4.12968e-05 2.5601e-08
internal_weight=0 682 3072 97 2975 436 389 138 251 633 570 280 290 233 226 145 186 2539 2491 128 2363 255 2108 192
internal_count=3754 682 3072 97 2975 436 389 138 251 633 570 280 290 233 226 145 186 2539 2491 128 2363 255 2108 192
is_linear=0
shrinkage=0.0995203


Tree=6570
num_leaves=28
num_cat=0
split_feature=8 17 26 26 9 0 6 0 0 9 9 9 8 8 4 0 17 1 17 17 17 3 0 9 8 17 0
split_gain=0.00454691 0.00900056 0.0119683 0.00224837 0.00431513 0.0114319 0.00682329 0.00228457 0.0377046 0.00373538 0.00423615 0.0039674 0.00640247 0.00401299 0.00310142 0.00259642 0.00363806 0.0025326 0.0018635 0.00153177 0.00149727 0.00179128 0.00270903 0.00555662 0.00143592 0.00139446 0.000586796
threshold=-0.097249999999999989 -0.092649999999999996 0.080935000000000021 0.11575500000000001 0.11296000000000002 -0.073464999999999989 -0.063485 -0.082494999999999999 -0.082224999999999993 0.086700000000000013 -0.073629999999999987 0.089025000000000021 -0.080445000000000003 -0.079049999999999995 0.11995000000000003 -0.08317999999999999 -0.40451500000000001 -0.088174999999999989 -0.14867499999999997 -0.068169999999999994 -0.0069749999999999994 0.087045000000000025 -0.12236 0.090150000000000022 -0.23488499999999998 0.006145000000000002 -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 2
left_child=1 2 -1 7 5 -5 -6 15 -9 10 14 12 -11 -13 -10 16 -2 -12 -18 -20 24 26 25 -24 -3 -23 -22
right_child=3 20 -4 4 6 -7 -8 8 9 11 17 13 -14 -15 -16 -17 18 -19 19 -21 21 22 23 -25 -26 -27 -28
leaf_value=0.0022610839013216082 -0.00064009894847744922 -0.00066430660684831306 0 -0.00027429358097473989 -0.00117218815514667 0.0013150234918132208 0.00037792216036024607 -0.0028970612987762098 4.7677773932889127e-05 -0.0014091935571324582 0.00016434054403393676 0.00035995791312216148 -2.8008647538275679e-05 -0.00020559993224176005 -0.00092497241060816556 0.00061654391234962662 0.00062118735478466577 0.00075700798496912576 -0.00020204216682538417 6.2384356827817908e-05 4.9872834830663352e-05 -0.00044734073694563208 0.0010848590757862435 -0.00024031890428350447 0.00010555435753204042 0.00028144542742234368 -0.00043681672805875714
leaf_weight=48 85 46 46 87 47 91 69 48 92 63 218 156 73 600 49 69 51 110 273 1053 47 48 89 47 47 56 46
leaf_count=48 85 46 46 87 47 91 69 48 92 63 218 156 73 600 49 69 51 110 273 1053 47 48 89 47 47 56 46
internal_value=0 0.000279618 0.00116172 -3.74078e-05 0.000224384 0.000533624 -0.000243083 -6.38653e-05 -0.000155379 -5.80837e-05 0.000168398 -0.000178082 -0.000673842 -8.78147e-05 -0.00028453 1.98216e-05 -7.78114e-06 0.000365597 3.06563e-05 7.32623e-06 8.30536e-05 0.000183117 0.000328031 0.000620874 -0.000266435 -4.70461e-05 -0.000182053
internal_weight=0 520 94 3234 294 178 116 2940 1409 1361 469 892 136 756 141 1531 1462 328 1377 1326 426 333 240 136 93 104 93
internal_count=3754 520 94 3234 294 178 116 2940 1409 1361 469 892 136 756 141 1531 1462 328 1377 1326 426 333 240 136 93 104 93
is_linear=0
shrinkage=0.0995203


Tree=6571
num_leaves=22
num_cat=0
split_feature=0 17 0 0 5 4 8 8 17 11 2 0 1 0 9 5 1 17 1 3 4
split_gain=0.00396906 0.00638303 0.0215865 0.00315311 0.00225459 0.00321397 0.00223124 0.0159 0.00330822 0.00324137 0.0021366 0.00216482 0.00614542 0.00302111 0.0019639 0.00174178 0.00263681 0.00563588 0.00472935 0.00242807 0.00167343
threshold=-0.095339999999999994 -0.092124999999999999 -0.14028499999999997 -0.092939999999999995 0.62404000000000015 0.10252500000000002 -0.079704999999999998 -0.080445000000000003 0.40057000000000009 -0.075149999999999981 0.096520000000000022 -0.079564999999999983 -0.083284999999999984 -0.078144999999999992 0.10312000000000003 -0.01504 -0.0032650000000000001 -0.033249999999999995 -0.076329999999999995 0.085545000000000024 0.090805000000000011
decision_type=2 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 -6 7 8 9 -5 11 12 -8 -13 15 16 18 -18 -3 -19 -17
right_child=3 14 -4 4 5 -7 10 -9 -10 -11 -12 13 -14 -15 -16 20 17 19 -20 -21 -22
leaf_value=-0.00012732753434764401 -0.00064650886414062663 -0.0001589935058898166 0.0025634345958134128 -0.00071969207531479647 4.5854214865063179e-05 -0.0010848100832512799 -0.00064907431311105512 -0.0017950643231831856 -0.00062544272289174487 4.2419610145988355e-05 0.00058711470223605871 -0.00066687434652762552 0.000519886549419501 2.1837573324794094e-05 0.00060885902742578832 -0.00078537517895231092 -0.001005787609036096 -0.00049955620378990115 0.001115977499687249 0.00019074263618719224 1.9358201279695991e-05
leaf_weight=81 86 52 46 58 49 48 55 53 88 1168 77 68 225 854 64 47 50 57 62 414 52
leaf_count=81 86 52 46 58 49 48 55 53 88 1168 77 68 225 854 64 47 50 57 62 414 52
internal_value=0 0.000184836 0.000840834 -5.26091e-05 -3.36903e-05 -0.000505211 -1.60954e-05 -0.000104749 -3.59475e-05 5.69764e-06 7.8018e-05 4.47243e-05 0.000287346 -2.80689e-05 7.94093e-05 3.21294e-05 9.36835e-05 0 0.000527231 0.000105465 -0.000354418
internal_weight=0 925 127 2829 2743 97 2646 1367 1314 1226 1279 1202 280 922 798 734 635 521 114 471 99
internal_count=3754 925 127 2829 2743 97 2646 1367 1314 1226 1279 1202 280 922 798 734 635 521 114 471 99
is_linear=0
shrinkage=0.0995203


Tree=6572
num_leaves=13
num_cat=0
split_feature=19 27 1 1 4 1 17 29 2 2 9 17
split_gain=0.0098631 0.00223426 0.00237467 0.00374988 0.00298719 0.00288462 0.00215891 0.00255717 0.00185424 0.00526659 0.00360348 0.0017905
threshold=0.14107000000000006 0.10868000000000001 0.50644500000000015 0.51334500000000016 0.13481000000000004 0.41696500000000009 0.0065250000000000013 0.096845000000000028 -0.083589999999999984 -0.082084999999999991 0.083715000000000026 0.0036400000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 11 10 -10 -8 -1
right_child=-2 -3 3 4 -6 -7 8 -9 9 -11 -12 -13
leaf_value=-8.1066714349210663e-06 -0.0014285344514225499 0.00050943926862023227 -0.001090707908112352 -0.00062111061883952739 0.00042121214576561569 0.00061440058135624057 0.00058457163854076343 -0.00075644877331580945 0.0010871858519747749 0.000132422641603136 -0.00036262882147651879 -0.00058323905327707399
leaf_weight=2307 47 91 49 49 61 81 53 48 63 673 156 55
leaf_count=2307 47 91 49 49 61 81 53 48 63 673 156 55
internal_value=0 2.22619e-05 9.70224e-06 -0.000365945 -3.56533e-05 2.73235e-05 1.29056e-05 -3.68162e-05 0.000140576 0.000215261 -0.000118513 -2.18454e-05
internal_weight=0 3686 3595 159 110 3436 3355 2410 945 736 209 2362
internal_count=3733 3686 3595 159 110 3436 3355 2410 945 736 209 2362
is_linear=0
shrinkage=0.0995203


Tree=6573
num_leaves=17
num_cat=0
split_feature=17 18 28 17 17 17 17 26 17 26 26 8 8 0 26 26
split_gain=0.00488691 0.0118842 0.0020295 0.00187264 0.00372422 0.00212309 0.00322039 0.00235067 0.00284223 0.00268485 0.0019518 0.00448221 0.00548692 0.00334532 0.00305484 0.00263524
threshold=0.51734000000000024 -0.017129999999999996 0.082705000000000015 0.053575000000000012 0.061900000000000018 0.043850000000000007 0.021725000000000005 0.096155000000000018 -0.036600000000000001 0.094305000000000014 0.087865000000000013 -0.075129999999999988 -0.081324999999999995 -0.072529999999999997 0.086685000000000026 0.083705000000000016
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 9 -9 -1 14 12 -12 -13 15 -6
right_child=1 -3 -4 4 10 -7 -8 8 -10 -11 11 13 -14 -15 -16 -17
leaf_value=-8.4398629944733056e-06 -0.0018776022730624727 0.00016122248500332793 0.0005550940961541181 0.00089270870654573791 -0.00010297261722048791 -0.00060990733280309967 0.00075679088759065562 -0.00048537588358095625 4.9967861613912729e-05 0.00057133361479515493 0.00013987709845284362 -0.00086426976531365574 0.0011291022647324715 0.00025619845472463714 -0.00074902650437191009 0.00064786338000973672
leaf_weight=2197 46 72 70 62 226 60 53 223 171 82 167 52 85 52 57 58
leaf_count=2197 46 72 70 62 226 60 53 223 171 82 167 52 85 52 57 58
internal_value=0 -0.000626637 2.41475e-05 1.34324e-05 0.000152161 -2.40679e-05 -1.08731e-05 -2.64006e-05 -0.000250954 1.20616e-05 8.51122e-05 0.000248686 0.000476793 -0.000296164 -8.32559e-05 4.74847e-05
internal_weight=0 118 3615 3545 759 2786 2726 2673 394 2279 697 356 252 104 341 284
internal_count=3733 118 3615 3545 759 2786 2726 2673 394 2279 697 356 252 104 341 284
is_linear=0
shrinkage=0.0995203


Tree=6574
num_leaves=10
num_cat=0
split_feature=19 27 1 24 1 4 5 2 12
split_gain=0.00809375 0.00168957 0.00198963 0.00301742 0.00300873 0.00241849 0.00135113 0.00237904 0.00171067
threshold=0.14107000000000006 0.10868000000000001 0.50644500000000015 0.084270000000000025 0.51334500000000016 0.13481000000000004 0.6362850000000001 -0.22383 -0.0071149999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 7 -1 -9
right_child=-2 -3 4 -5 5 -7 -8 8 -10
leaf_value=0.00052223328111568139 -0.0012944069212190515 0.00044351623261291767 -0.00098432136390741876 0.00073701133041079712 -0.00056557760554153298 0.00037197091406846773 -0.00051665451023376503 0.0005237548499144269 -3.9213563849341414e-06
leaf_weight=91 47 91 49 58 49 61 47 62 3178
leaf_count=91 47 91 49 58 49 61 47 62 3178
internal_value=0 1.98326e-05 8.88022e-06 2.50285e-05 -0.000334936 -3.82223e-05 1.25615e-05 2.02744e-05 5.9235e-06
internal_weight=0 3686 3595 3436 159 110 3378 3331 3240
internal_count=3733 3686 3595 3436 159 110 3378 3331 3240
is_linear=0
shrinkage=0.0995203


Tree=6575
num_leaves=16
num_cat=0
split_feature=19 28 17 17 17 17 26 3 29 26 26 9 0 26 2
split_gain=0.00656297 0.00143814 0.00130468 0.00318084 0.00170538 0.0026304 0.00184165 0.0034747 0.00195333 0.00169376 0.00463859 0.00344893 0.00311638 0.0125444 0.00659911
threshold=0.14107000000000006 0.081965000000000024 0.053575000000000012 0.061900000000000018 0.043850000000000007 0.021725000000000005 0.096155000000000018 0.090360000000000024 -0.08570499999999999 0.087170000000000011 0.084735000000000019 0.083925000000000013 -0.082494999999999999 0.088245000000000032 -0.072895000000000001
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 -8 -1 10 11 -5 13 -11 -14
right_child=-2 -3 3 9 -6 -7 7 -9 -10 12 -12 -13 14 -15 -16
leaf_value=0.00049772059370037348 -0.0011655872726579902 0.00046487869094941699 0.00080484559203608595 -0.00018359108457333641 -0.00054881910867969771 0.00068186517578961608 0.00030113477697788133 -0.00039163101352433452 -8.9142202633313776e-06 0.0018817873466086097 -0.00083902132883440482 0.00054927579592803214 -0.00058777203911075009 4.95249281231954e-05 0.00049496755462318572
leaf_weight=78 47 70 62 176 60 53 93 299 2191 48 68 99 116 166 107
leaf_count=78 47 70 62 176 60 53 93 299 2191 48 68 99 116 166 107
internal_value=0 1.78589e-05 8.97888e-06 0.000117647 -2.37104e-05 -1.17999e-05 -2.59235e-05 -0.000225188 8.14127e-06 6.19741e-05 -0.000102003 7.72642e-05 0.000192553 0.000464325 -6.45803e-05
internal_weight=0 3686 3616 842 2774 2714 2661 392 2269 780 343 275 437 214 223
internal_count=3733 3686 3616 842 2774 2714 2661 392 2269 780 343 275 437 214 223
is_linear=0
shrinkage=0.0995203


Tree=6576
num_leaves=20
num_cat=0
split_feature=19 3 5 5 4 10 26 4 9 8 8 21 21 2 2 2 6 8 8
split_gain=0.00258409 0.0023431 0.00205435 0.00899857 0.00315441 0.0104262 0.0025029 0.00281648 0.00164134 0.00171447 0.00573934 0.00298174 0.0036817 0.0031735 0.0046002 0.00353334 0.00290347 0.00176739 0.0021128
threshold=-1.0000000180025095e-35 0.11360500000000003 0.064585000000000017 0.070325000000000013 0.10739000000000003 0.086165000000000019 0.097315000000000026 0.09717000000000002 -0.37999999999999995 -0.074844999999999981 -0.077074999999999991 0.094920000000000018 0.10107500000000001 -0.012644999999999998 -0.032624999999999994 0.0066850000000000008 -0.074569999999999984 -0.077889999999999987 -0.079585000000000003
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 5 6 7 -5 -2 10 17 13 -13 14 -11 -15 -14 18 -10
right_child=2 -3 3 4 -6 -7 -8 -9 9 11 -12 12 16 15 -16 -17 -18 -19 -20
leaf_value=0 -0.00060276035114140028 0.00095994638957792584 -0.001487973344162984 -0.00024957097538864351 0.00046901162881406064 -0.0016356449395378051 0.00040948615951285158 0.00051479486741826423 -7.3278260184642381e-07 -0.00025082182902529522 0.00090151833916189813 0.00090413030784343451 -0.00026781575012557192 0.00085058506106507861 -0.001295305468657031 -0.00010036080345702093 0.00062118983023427843 -0.00058258639443668173 0.00052601960146096986
leaf_weight=52 48 47 51 438 80 46 88 53 1597 521 74 55 133 49 46 180 50 49 79
leaf_count=52 48 47 51 438 80 46 88 53 1597 521 74 55 133 49 46 180 50 49 79
internal_value=0 0.00045063 -6.38659e-05 -0.000210026 -0.000116418 -0.000192663 -7.66078e-05 -0.000165396 -2.52279e-05 -1.51537e-05 4.32086e-05 -0.000117487 0.000189778 -0.000210386 -0.000337003 9.9542e-05 -2.04446e-05 5.9138e-06 2.36078e-05
internal_weight=0 99 3637 756 705 625 579 491 2881 2833 1799 1034 238 796 567 229 183 1725 1676
internal_count=3736 99 3637 756 705 625 579 491 2881 2833 1799 1034 238 796 567 229 183 1725 1676
is_linear=0
shrinkage=0.0995203


Tree=6577
num_leaves=10
num_cat=0
split_feature=19 10 10 23 9 1 30 5 3
split_gain=0.00209172 0.00218556 0.00546244 0.00193503 0.00201564 0.00438456 0.00332987 0.00193568 0.00190405
threshold=-1.0000000180025095e-35 0.09056500000000002 0.086165000000000019 -0.046924999999999994 -0.25326499999999996 0.41291000000000005 0.090320000000000025 -0.5087799999999999 0.11360500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -5 7 -7 -6 -1
right_child=1 -3 -4 4 5 6 -8 -9 -10
leaf_value=0 -0.00051852168308406834 0.00044596623051277933 -0.00092820507640479686 -0.00058470820296469071 -0.00046941354651866644 0.0007670587548668094 -0.00020102906112164407 -3.9717016522106877e-05 0.00086441237091010412
leaf_weight=52 86 83 72 66 108 115 49 3058 47
leaf_count=52 86 83 72 66 108 115 49 3058 47
internal_value=0 -5.75323e-05 -6.95214e-05 -5.15306e-05 -3.94635e-05 -2.8411e-05 0.000472821 -5.46336e-05 0.000405276
internal_weight=0 3637 3554 3482 3396 3330 164 3166 99
internal_count=3736 3637 3554 3482 3396 3330 164 3166 99
is_linear=0
shrinkage=0.0995203


Tree=6578
num_leaves=12
num_cat=0
split_feature=19 19 2 10 10 1 1 12 26 8 8
split_gain=0.00170656 0.00176346 0.00220313 0.00184256 0.00445102 0.00154783 0.0164235 0.00191602 0.00148747 0.00454751 0.00192608
threshold=0.14061500000000002 -1.0000000180025095e-35 -0.07360499999999999 0.09056500000000002 0.086030000000000023 -0.088694999999999982 -0.087734999999999994 0.086720000000000019 0.089365000000000014 -0.080724999999999991 -0.081534999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 -7 -8 10 -10 -3
right_child=-2 3 -4 -5 -6 6 7 -9 9 -11 -12
leaf_value=0.00083099040310666446 0.00052977301786091802 -7.7959314938501524e-05 -9.4935624064135951e-05 0.00040158360250259432 -0.00084130480113888491 -0.0019326757677111759 -4.4022676700545344e-05 -0.00067991670568245217 0.00039290357846829931 -0.00065945171936212653 0.00032316965036981106
leaf_weight=50 51 189 49 83 73 47 2677 48 74 89 306
leaf_count=50 51 189 49 83 73 47 2677 48 74 89 306
internal_value=0 -4.87394e-05 0.000364435 -6.03743e-05 -7.15537e-05 -5.49325e-05 -8.76471e-05 -5.55242e-05 8.16423e-05 -0.000176673 0.000168358
internal_weight=0 3685 99 3586 3503 3430 2772 2725 658 163 495
internal_count=3736 3685 99 3586 3503 3430 2772 2725 658 163 495
is_linear=0
shrinkage=0.0995203


Tree=6579
num_leaves=11
num_cat=0
split_feature=17 18 10 0 17 23 7 4 2 18
split_gain=0.00165748 0.0133977 0.002179 0.0039432 0.00342568 0.00170216 0.00187606 0.00405393 0.00178281 0.00140914
threshold=-0.56005499999999986 -0.060544999999999995 0.086690000000000031 -0.061654999999999995 -0.54752499999999993 -0.046924999999999994 1.0000000180025095e-35 0.081540000000000015 0.42136500000000005 -0.46879999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -6 8 -8 9 -7
right_child=2 -3 3 -5 5 6 7 -9 -10 -11
leaf_value=0.00077082033622460488 -0.00079913851016924508 -0.0014673473796338219 -9.6309979331933883e-05 0.00099630760985337449 -0.00045952409347690894 0.00049014954318921556 -0.00019476748399170748 0.0010815404343829044 -0.0005491331484933058 -2.6773218084861377e-05
leaf_weight=49 58 57 74 57 88 53 50 47 64 3139
leaf_count=49 58 57 74 57 88 53 50 47 64 3139
internal_value=0 -0.000425 -2.50348e-05 0.000372855 -4.01655e-05 -2.71347e-05 -1.55424e-05 0.000415211 -2.86265e-05 -1.79338e-05
internal_weight=0 106 3630 131 3499 3441 3353 97 3256 3192
internal_count=3736 106 3630 131 3499 3441 3353 97 3256 3192
is_linear=0
shrinkage=0.0995203


Tree=6580
num_leaves=15
num_cat=0
split_feature=19 19 18 2 0 21 5 0 0 0 5 3 3 21
split_gain=0.00455871 0.00203247 0.00113807 0.0022191 0.00332953 0.00139053 0.00227066 0.00150946 0.00226542 0.00215885 0.00533242 0.00151703 0.00122991 0.000863618
threshold=-0.17233499999999999 0.14061500000000002 -0.20826999999999998 -0.065999999999999989 -0.067345000000000002 -0.085914999999999991 -0.010074999999999999 -0.086025000000000004 -0.085605000000000001 -0.088484999999999994 -0.078739999999999991 0.087170000000000011 0.088115000000000013 -0.11228
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 13 9 -9 12 -11 -10 -7 -4
right_child=1 -3 5 -5 -6 7 -8 8 11 10 -12 -13 -14 -15
leaf_value=-0.00095154464889115806 -0.0005166049915605659 0.00064869192678333916 0.00039967954042364708 -0.00076143523912599014 0.00048709015797992035 0.0001366514579500229 0.00090771750881158417 0.00067431325679088842 0.00021519867886294155 0.00029162360148775134 -0.00066934687556011185 2.1044583027184394e-06 -8.2354911769562389e-05 -0.00016188916465784706
leaf_weight=48 64 51 46 54 67 389 46 60 432 87 162 1448 730 64
leaf_count=48 64 51 46 54 67 389 46 60 432 87 162 1448 730 64
internal_value=0 2.4384e-05 1.5434e-05 -0.000224569 0 2.8488e-05 0.000319099 1.45358e-05 7.11903e-05 -6.52091e-05 -0.000330298 5.15062e-05 -5.48976e-06 6.55067e-05
internal_weight=0 3700 3649 185 131 3464 156 3308 1940 1368 249 1880 1119 110
internal_count=3748 3700 3649 185 131 3464 156 3308 1940 1368 249 1880 1119 110
is_linear=0
shrinkage=0.0995203


Tree=6581
num_leaves=11
num_cat=0
split_feature=19 19 18 0 21 2 18 2 17 36
split_gain=0.00369723 0.00165492 0.000951568 0.00246498 0.00115433 0.00131503 0.00358188 0.00321096 0.00241334 0.00137957
threshold=-0.17233499999999999 0.14071500000000006 -0.26620499999999997 -0.067345000000000002 -0.13730999999999999 0.097285000000000024 -0.09404499999999999 0.08814000000000001 -0.07107999999999999 0.089700000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -7 9 -8 -6
right_child=1 -3 4 -5 5 6 8 -9 -10 -11
leaf_value=-0.00085684676025635242 -0.00077444495205579705 0.00060299274044663858 0.00049481569261910097 9.5459620940313472e-05 3.4825402182900359e-05 -0.00095680548241225004 0.00045322669255586182 0.00072198658178895532 -0.00017002132404594382 -0.0004351948231913981
leaf_weight=48 53 48 51 79 2912 48 77 67 302 63
leaf_count=48 53 48 51 79 2912 48 77 67 302 63
internal_value=0 2.20233e-05 1.41632e-05 -0.000247619 2.42126e-05 1.7058e-05 -0.000146077 4.0226e-05 -4.12384e-05 2.45969e-05
internal_weight=0 3700 3652 132 3520 3469 427 3042 379 2975
internal_count=3748 3700 3652 132 3520 3469 427 3042 379 2975
is_linear=0
shrinkage=0.0995203


Tree=6582
num_leaves=11
num_cat=0
split_feature=18 19 10 10 26 4 21 18 18 18
split_gain=0.00316196 0.00143857 0.00119877 0.0027408 0.00137357 0.00377242 0.00162465 0.00147387 0.00255167 0.00216416
threshold=-0.47082499999999999 0.14071500000000006 0.086275000000000018 0.090150000000000022 -0.23202999999999999 0.15221500000000004 0.091230000000000019 -0.040349999999999997 -0.022504999999999997 -0.06656999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 7 -2 9 -9 -6
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11
leaf_value=-0.00079262658333784498 -0.00079746745937304443 0.00056761516703202216 0.00078347992167782543 -6.1027973731136938e-05 4.0501618622725986e-05 0.00086930270686209129 1.8219563717278402e-05 -0.00054613423595246621 -2.5795256090563766e-05 0.00047596744829661532
leaf_weight=48 46 47 64 90 1026 50 47 98 2104 128
leaf_count=48 46 47 64 90 1026 50 47 98 2104 128
internal_value=0 2.01267e-05 1.28586e-05 0.000284621 6.63639e-07 1.12006e-05 -0.000376436 -1.34006e-06 -4.93247e-05 8.95123e-05
internal_weight=0 3700 3653 154 3499 3406 93 3356 2202 1154
internal_count=3748 3700 3653 154 3499 3406 93 3356 2202 1154
is_linear=0
shrinkage=0.0995203


Tree=6583
num_leaves=19
num_cat=0
split_feature=19 19 19 5 17 3 5 17 3 6 5 11 2 6 17 10 10 5
split_gain=0.00279499 0.00117479 0.00195483 0.00232718 0.00411622 0.00258479 0.00275618 0.00137993 0.00309188 0.00413724 0.0108071 0.00132514 0.001991 0.00207665 0.00425048 0.00168241 0.0032384 0.00256629
threshold=-0.17233499999999999 0.077805000000000027 0.088935000000000028 0.11083500000000003 -0.032404999999999996 0.11125500000000002 -0.065999999999999989 0.24923500000000007 0.09940000000000003 0.11690000000000002 -0.040404999999999996 0.083750000000000033 0.15165000000000003 -0.26746999999999993 -0.0069749999999999994 0.086275000000000018 0.090150000000000022 0.51100000000000012
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 -4 6 -6 11 9 10 -9 12 15 -14 -15 17 -17 -2
right_child=1 2 3 -5 5 -7 -8 8 -10 -11 -12 -13 13 14 -16 16 -18 -19
leaf_value=-0.00074557400685978015 -4.9035997035446585e-06 0.0006363308236597095 -0.00065101772168404135 0.00067136233818521117 0.00021692458225497157 0.00075279206052178546 -0.00052031190054266569 -0.00066259575364709155 0.00072571239773980246 -0.00071688401504970203 0.001165605244347912 0.00046346768957539761 -0.00089019381258637694 -0.00071094366971644193 0.00047600738293539815 0.00097327015412237224 -9.5275207639529036e-05 -0.0004464508519242515
leaf_weight=48 2439 73 79 57 184 58 69 60 81 57 68 54 52 61 58 49 63 138
leaf_count=48 2439 73 79 57 184 58 69 60 81 57 68 54 52 61 58 49 63 138
internal_value=0 1.85586e-05 0.000157274 7.72076e-05 -7.53139e-06 0.000153294 1.26244e-05 -3.86699e-06 0.000212809 -7.33507e-06 0.000302241 -2.39268e-05 -3.34156e-05 -0.000362861 -0.000125551 -1.2161e-05 0.000364904 -2.88664e-05
internal_weight=0 3700 520 447 390 311 253 3180 266 185 128 2914 2860 171 119 2689 112 2577
internal_count=3748 3700 520 447 390 311 253 3180 266 185 128 2914 2860 171 119 2689 112 2577
is_linear=0
shrinkage=0.0995203


Tree=6584
num_leaves=25
num_cat=0
split_feature=9 18 5 18 6 5 0 26 17 17 0 6 17 17 17 9 9 26 6 19 8 9 9 9
split_gain=0.0026823 0.00304992 0.00251837 0.00314495 0.002483 0.00318385 0.00774363 0.00265286 0.00523888 0.00394572 0.00382673 0.00304629 0.00249015 0.00186373 0.00590718 0.00296984 0.00603466 0.00191021 0.00608566 0.00229304 0.00185404 0.00489095 0.00340231 0.00254036
threshold=0.084595000000000017 0.14607000000000003 0.51775000000000015 -0.17307499999999998 0.10384500000000003 0.11083500000000003 -0.077624999999999986 0.087625000000000022 -0.0088649999999999996 0.097480000000000025 -0.14075499999999999 -0.0093650000000000001 -0.14679499999999998 -0.036600000000000001 -0.043894999999999997 0.084835000000000022 0.085145000000000012 0.11326500000000002 0.098855000000000012 0.10189500000000003 -0.08595499999999999 0.085665000000000033 0.086700000000000013 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
left_child=1 4 13 -4 5 7 -7 9 -9 10 -1 -11 -8 14 20 -15 -17 19 -19 -18 23 -22 -23 -2
right_child=2 -3 3 -5 -6 6 12 8 -10 11 -12 -13 -14 15 -16 16 17 18 -20 -21 21 22 -24 -25
leaf_value=0.0004331569153963037 0.00057613404618206887 0.00087339598830227022 0.0010631498663763899 -6.61572909406575e-06 -0.00055011895553360726 0.0016465862250060303 -0.00024927276768225656 -0.00027019809138619617 0.0010308470141288854 -8.0557755872878782e-05 -3.1042957782470629e-05 -0.00097345484203427922 0.0005962105592380889 0.00078788926489653912 -0.0011971594569334387 -0.0011046079576528057 -8.0039879978812702e-05 0.00065965055548450541 -0.00055773644788395397 0.00032529856135311554 -0.0010339616322049205 0.00060743706748533921 -0.00016303336595702115 -0.00033222831370055875
leaf_weight=254 83 55 46 63 53 46 72 50 76 103 563 62 65 48 52 48 933 144 56 162 59 63 551 47
leaf_count=254 83 55 46 63 53 46 72 50 76 103 563 62 65 48 52 48 933 144 56 162 59 63 551 47
internal_value=0 0.00014476 -2.90318e-05 0.000437335 0.000114334 0.000142246 0.000527591 7.78625e-05 0.000508062 2.18301e-05 0.000112272 -0.000421032 0.000145894 -5.20294e-05 -0.000167758 1.85165e-05 -8.37202e-06 3.16286e-05 0.000314689 -1.93244e-05 -0.000100077 -0.000167261 -8.26453e-05 0.000241429
internal_weight=0 1399 2355 109 1344 1291 183 1108 126 982 817 165 137 2246 855 1391 1343 1295 200 1095 803 673 614 130
internal_count=3754 1399 2355 109 1344 1291 183 1108 126 982 817 165 137 2246 855 1391 1343 1295 200 1095 803 673 614 130
is_linear=0
shrinkage=0.0995203


Tree=6585
num_leaves=14
num_cat=0
split_feature=36 2 2 29 4 26 4 27 4 4 4 17 2
split_gain=0.00167872 0.00191049 0.00252336 0.00346665 0.00270586 0.00251255 0.00857234 0.00232142 0.00214334 0.00252933 0.00266493 0.00213365 0.000614291
threshold=0.093685000000000018 -0.043929999999999997 -0.026175 -0.086014999999999994 0.13954000000000003 -0.23202999999999999 0.11670500000000002 -0.015455 0.10716000000000002 0.10300500000000003 0.090860000000000024 -0.05543 0.41639000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 7 -1 8 -5 9 10 -7 -9 -6
right_child=-2 2 3 4 12 6 -8 11 -10 -11 -12 -13 -14
leaf_value=-0.00058262538071456526 -0.00056445270836689401 0.0007938055130057753 -0.00070118392965286454 0.00090298150312910529 -0.00059819574598511487 -2.2139808723794093e-06 0.001092198072280735 0.00037812402088931916 -0.00067492816427678758 0.00071964712848659584 -0.00073648262076852491 2.6749101035662619e-05 -6.4205236314729164e-05
leaf_weight=72 46 59 48 48 46 2467 71 309 48 47 50 396 47
leaf_count=72 46 59 48 48 46 2467 71 309 48 47 50 396 47
internal_value=0 3.95145e-05 0.000160985 0.000118306 0.00016577 -2.20717e-06 1.30636e-05 0.000228969 -1.59563e-05 -3.30055e-06 -1.71254e-05 0.000181917 -0.000337132
internal_weight=0 3708 953 894 846 2755 2683 753 2612 2564 2517 705 93
internal_count=3754 3708 953 894 846 2755 2683 753 2612 2564 2517 705 93
is_linear=0
shrinkage=0.0995203


Tree=6586
num_leaves=36
num_cat=0
split_feature=9 18 4 20 20 9 2 3 3 20 8 3 9 9 9 4 2 0 5 9 5 0 2 0 2 2 8 1 5 8 9 9 5 8 0
split_gain=0.00194468 0.00250846 0.0025836 0.00289891 0.0065347 0.0043382 0.00325188 0.00290191 0.00685626 0.00259785 0.00215395 0.0021031 0.00287876 0.00509224 0.00644465 0.00573152 0.00635279 0.00251083 0.00387397 0.00401896 0.00389199 0.00310268 0.00956559 0.00470981 0.00416398 0.0055748 0.00362489 0.00542137 0.00312988 0.00310581 0.00302575 0.00365622 0.0018826 0.0016987 0.00257968
threshold=0.084595000000000017 0.14607000000000003 0.11995000000000003 -0.073489999999999986 -0.057024999999999999 0.084380000000000024 -0.086254999999999984 0.089655000000000026 0.084380000000000024 -0.009049999999999999 -0.014854999999999998 0.11125500000000002 0.093705000000000024 0.096830000000000013 0.10153500000000003 0.11670500000000002 -0.071344999999999992 -0.073219999999999993 0.058505000000000008 0.098720000000000016 -0.06971999999999999 -0.077174999999999994 -0.077714999999999992 -0.079564999999999983 -0.070354999999999987 -0.075899999999999995 -0.076704999999999995 -0.077429999999999985 -0.10586999999999999 -0.071344999999999992 0.097365000000000021 0.093535000000000021 -0.11065499999999999 -0.07034 -0.11170000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 -1 8 -8 -6 -9 17 -13 -14 -15 16 -16 21 19 20 -19 23 29 24 25 -2 27 -25 -26 -23 31 -20 33 34 -4
right_child=11 -3 32 4 5 -7 7 10 -10 -11 -12 12 13 14 15 -17 -18 18 30 -21 -22 22 -24 26 28 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.00047690570875147647 -1.9816059285489825e-06 0.00078249533682397422 -0.00035611859475397512 0.0013110086033478578 -0.00037340078417432023 0.0010882103355687929 0.00013633181503741105 -0.00040088003300840861 -0.0015671467185755341 0.00019354052771542216 0.00032294352610696519 0.0008123610413939055 -0.00086876917105233888 0.0011548383291128707 -0.0011610328938397232 0.0009656575552950611 0.00011793406452030126 -0.00044610598394555239 -0.00023465834623061517 -0.00010618616666718701 -0.0017174567627333032 -0.00079426835398038167 0.0013425066563908653 0.0005257582227181835 8.5233105707569593e-07 -0.00091853343230730369 -0.001194713235225532 -0.00092802478186446863 0.0010257542916447667 0.00033686091746274794 -0.00059871303192983352 0.00091452353981067434 -0.00064262088618807724 -0.00049756601140423483 0.00060553857267153257
leaf_weight=77 1107 55 47 55 92 49 46 75 46 583 89 61 49 59 55 47 125 53 53 84 47 48 64 50 57 70 59 51 65 47 49 55 69 51 65
leaf_count=77 1107 55 47 55 92 49 46 75 46 583 89 61 49 59 55 47 125 53 53 84 47 48 64 50 57 70 59 51 65 47 49 55 69 51 65
internal_value=0 0.000121695 9.40439e-05 0.000157488 0.000262808 0.000182049 -8.64341e-05 -0.000259074 -0.00070651 0.000115056 -3.08174e-06 -2.62661e-05 0.000182347 6.5184e-05 0.000228059 -9.2154e-06 -0.000268314 -6.88538e-05 -0.000314413 -0.000624571 -0.00105183 -1.65953e-05 0.000400176 -6.25756e-05 0 -5.71875e-05 -0.000572059 -0.000200225 0.000553617 -0.00022604 4.38708e-05 0.000342993 -0.000206521 -1.68923e-05 0.000194677
internal_weight=0 1399 1344 1112 779 724 333 256 92 675 164 2355 396 335 286 227 180 1959 341 184 100 1618 159 1459 1299 1177 160 101 122 95 157 108 232 163 112
internal_count=3754 1399 1344 1112 779 724 333 256 92 675 164 2355 396 335 286 227 180 1959 341 184 100 1618 159 1459 1299 1177 160 101 122 95 157 108 232 163 112
is_linear=0
shrinkage=0.0995203


Tree=6587
num_leaves=29
num_cat=0
split_feature=9 18 3 3 8 4 21 9 4 4 18 3 18 3 9 8 26 0 26 21 9 26 9 9 0 0 6 6
split_gain=0.00157949 0.00203222 0.00223264 0.00290861 0.00309204 0.00564096 0.0027418 0.00223662 0.00189151 0.00637633 0.00418108 0.00406908 0.0032261 0.00171071 0.00281209 0.00950803 0.00757698 0.00331604 0.00462992 0.0027363 0.00201456 0.00559155 0.00271438 0.00695895 0.00366313 0.00146081 0.00138727 0.00137931
threshold=0.084595000000000017 0.14607000000000003 0.11693000000000002 0.12212000000000002 -0.092545000000000002 0.13271500000000006 0.10702000000000002 -0.042790000000000002 0.090595000000000023 0.08544000000000003 0.0020050000000000003 0.10871500000000002 -0.091109999999999983 0.11125500000000002 0.11296000000000002 1.0000000180025095e-35 0.12753500000000004 -0.052884999999999995 0.095150000000000026 0.11729000000000002 0.11408000000000003 0.11991000000000003 0.094685000000000033 0.09697500000000002 -0.079564999999999983 -0.12236 -0.092434999999999989 0.10538000000000002
decision_type=2 2 2 2 2 2 2 2 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 25 7 8 -6 9 10 -1 12 -10 19 15 17 27 18 -15 20 21 22 24 -24 -2 -5 -22 -16
right_child=13 -3 3 4 5 -7 -8 -9 11 -11 -12 -13 -14 14 16 -17 -18 -19 -20 -21 26 -23 23 -25 -26 -27 -28 -29
leaf_value=0.0002318114667737306 3.7362360218922387e-06 0.00070462128948065895 -0.00086942162294474331 -2.8826418050636702e-05 -0.00035879894564612262 -0.0012329434548490137 0.00087691568777080225 0.00055279418882993531 -0.00097410302436490629 0.0010727603353734988 -0.00044022284988871153 0.00060548638411402045 -8.1394381543367932e-05 -0.00018300015093774207 0.0006236381007206518 0.001438519885330176 -0.0012384664333589873 -0.00071819661317488028 0.0010010223838635968 -0.00064038241571476729 0.00078436645205398918 -0.00088069098955114117 0.00078409462028580009 -0.00016154287197369443 -0.00037957200563020507 0.0006836028469266685 5.6495273061152334e-06 -9.1543434190721287e-05
leaf_weight=476 1075 55 47 47 54 46 50 52 51 76 113 67 200 86 57 62 46 46 52 78 48 79 134 179 319 65 47 47
leaf_count=476 1075 55 47 47 54 46 50 52 51 76 113 67 200 86 57 62 46 46 52 78 48 79 134 179 319 65 47 47
internal_value=0 0.000109642 8.46846e-05 -0.000147741 -1.61588e-05 -0.000311482 0.000155452 8.06748e-05 0.000117922 0.000213725 0.000101491 -7.98445e-05 -0.000266043 -2.36867e-05 0.000164405 0.000372552 -0.000171498 8.91771e-06 0.000257221 -6.21262e-05 -3.77122e-05 -6.1864e-05 -2.34891e-05 0.000240683 -8.3392e-05 0.000377328 0.000407724 0.00029256
internal_weight=0 1399 1344 311 264 152 1033 106 983 665 589 318 251 2355 396 246 150 184 138 1959 1881 1786 1707 313 1394 112 95 104
internal_count=3754 1399 1344 311 264 152 1033 106 983 665 589 318 251 2355 396 246 150 184 138 1959 1881 1786 1707 313 1394 112 95 104
is_linear=0
shrinkage=0.0995203


Tree=6588
num_leaves=12
num_cat=0
split_feature=23 10 6 4 5 5 5 5 3 18 18
split_gain=0.00843807 0.00394345 0.00385013 0.00291823 0.00166782 0.00849841 0.00811926 0.00218197 0.00433099 0.00184387 0.00118582
threshold=-0.069894999999999999 0.089800000000000033 0.21988000000000005 0.14699000000000004 0.0047850000000000011 0.13648000000000002 0.065520000000000023 -0.0087549999999999989 0.094285000000000022 -0.037059999999999989 -0.053034999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -6 10 -9 -7 -2
right_child=1 -3 -4 -5 5 9 -8 8 -10 -11 -12
leaf_value=0.0013724583062947361 -0.00015479248476557448 0.00068181389970786645 -0.00074745657742690704 -0.00066784363825345865 0.00019298432414910415 2.9113728131019462e-05 0.0011812430991041023 -0.00010453729711798154 -0.0010992401971926477 -0.00032681269575404211 5.5243360158190305e-05
leaf_weight=46 313 86 67 61 271 423 120 349 50 216 1744
leaf_count=46 313 86 67 61 271 423 120 349 50 216 1744
internal_value=0 1.5784e-05 0 1.40526e-05 2.62196e-05 0.000132612 0.00049838 -1.80659e-05 -0.000231239 -8.99183e-05 2.28856e-05
internal_weight=0 3700 3614 3547 3486 1030 391 2456 399 639 2057
internal_count=3746 3700 3614 3547 3486 1030 391 2456 399 639 2057
is_linear=0
shrinkage=0.0995203


Tree=6589
num_leaves=15
num_cat=0
split_feature=23 17 1 21 21 21 8 8 21 0 21 8 20 1
split_gain=0.00684215 0.00528599 0.00865675 0.00438336 0.00233175 0.00411701 0.00289533 0.00513446 0.00276635 0.00241433 0.00281919 0.00179368 0.00122583 0.00113074
threshold=-0.069894999999999999 -0.55754499999999996 -0.49837999999999999 0.16638500000000003 -0.042694999999999997 -0.085204999999999989 -0.409445 -0.51030999999999993 -0.019084999999999998 -0.11170000000000001 -0.081904999999999992 0.0012600000000000003 -0.065649999999999986 -0.0096349999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 12 7 -6 -8 -7 -11 -10 13 -3
right_child=1 3 -4 -5 6 9 8 -9 11 10 -12 -13 -14 -15
leaf_value=0.0012358710061231828 -8.7412852597916526e-05 -0.0002283062158036482 0.0016300698158700333 -0.00085059753735106135 0.00019987682193156351 0.0011848992704263552 -0.00075514940855562259 -0.00093588901375804209 4.3736508436866688e-05 0.00078700385445962164 -0.00018594806764224309 -0.00019028958141692812 -0.00049078489829435846 0.00036133476749552275
leaf_weight=46 64 59 52 60 69 51 47 89 2602 65 52 370 51 69
leaf_count=46 64 59 52 60 69 51 47 89 2602 65 52 370 51 69
internal_value=0 1.41692e-05 0.000675436 -7.00505e-06 7.12575e-06 0.000252246 -1.93892e-05 -0.000434709 2.0755e-06 0.000606642 0.000347584 1.43259e-05 -7.57989e-05 8.31516e-05
internal_weight=0 3700 116 3584 3524 347 3177 158 3019 168 117 2972 179 128
internal_count=3746 3700 116 3584 3524 347 3177 158 3019 168 117 2972 179 128
is_linear=0
shrinkage=0.0995203


Tree=6590
num_leaves=14
num_cat=0
split_feature=29 21 10 21 21 0 19 21 4 4 29 1 9
split_gain=0.00679948 0.00573985 0.00318323 0.00312329 0.00449658 0.00288252 0.00563818 0.00258987 0.00226284 0.00481985 0.00219355 0.00128537 0.00246577
threshold=0.12330000000000002 0.16638500000000003 0.089800000000000033 -0.042694999999999997 -0.08564999999999999 -0.11170000000000001 0.094675000000000023 -0.020715000000000001 0.12061000000000001 0.11496500000000003 -0.074579999999999994 -0.018369999999999997 0.08486500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 -6 -7 -5 9 -9 -10 -1 -13
right_child=-2 -3 -4 7 5 6 -8 8 10 -11 -12 12 -14
leaf_value=0.00036053238618660634 0.0011052025780300461 -0.0010086091149113731 0.00060622174882554139 -0.00074669843782798823 0.001320713757636005 -0.00032498196973068438 0.00098578208983597713 -3.1902357378029863e-06 0.00019827347066717559 0.00094564783424131989 -0.00048667777859896598 -0.00074669402851158481 0.00014106860616161585
leaf_weight=49 57 54 91 48 47 58 72 2856 61 54 175 54 70
leaf_count=49 57 54 91 48 47 58 72 2856 61 54 175 54 70
internal_value=0 9.531e-06 2.48813e-05 9.72308e-06 0.000292111 0.000645203 0.000394683 -2.09649e-05 -9.63179e-06 1.41358e-05 -0.000306167 -6.44124e-05 -0.000238936
internal_weight=0 3689 3635 3544 350 177 130 3194 3146 2910 236 173 124
internal_count=3746 3689 3635 3544 350 177 130 3194 3146 2910 236 173 124
is_linear=0
shrinkage=0.0995203


Tree=6591
num_leaves=11
num_cat=0
split_feature=29 17 1 6 17 17 17 9 19 18
split_gain=0.0055655 0.0041504 0.00666703 0.00332305 0.00176193 0.00364575 0.00253485 0.00443705 0.00159 0.00184857
threshold=0.12737000000000004 -0.55754499999999996 -0.49837999999999999 0.18123500000000006 0.51544000000000012 0.5567700000000001 0.42451000000000011 0.094685000000000033 0.12672000000000003 -0.086894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 8 -8 9 -3
right_child=-2 3 -4 -5 5 -7 7 -9 -10 -11
leaf_value=-7.2198260156037299e-05 0.0010887070629088242 0.00013100374553889796 0.0014335911367258148 -0.00062763438594711743 0.0010213103611224547 -6.001527410770092e-05 -0.0011812613614772031 0.00011447199714252383 0.00048003148041319979 -4.5614459400264067e-05
leaf_weight=64 48 774 52 84 51 75 49 54 69 2426
leaf_count=64 48 774 52 84 51 75 49 54 69 2426
internal_value=0 9.77013e-06 0.000595754 -8.97792e-06 5.6443e-06 0.000371167 -7.77126e-06 -0.000493997 7.29838e-06 -2.63911e-06
internal_weight=0 3698 116 3582 3498 126 3372 103 3269 3200
internal_count=3746 3698 116 3582 3498 126 3372 103 3269 3200
is_linear=0
shrinkage=0.0995203


Tree=6592
num_leaves=10
num_cat=0
split_feature=20 10 18 20 5 8 8 23 5
split_gain=0.0304049 0.028779 0.0082662 0.00284241 0.00213523 0.00225686 0.0146187 0.00207945 0.0014433
threshold=-0.41270499999999993 0.093790000000000026 0.26473000000000008 0.27003000000000005 0.62404000000000015 -0.080659999999999996 -0.081174999999999983 -0.046924999999999994 0.6362850000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7 -6
right_child=1 -3 -4 -5 8 7 -8 -9 -10
leaf_value=0.0024594948932035888 -9.94623854791569e-05 -0.0021632704303490794 0.0010444538535113092 0.00063733593220589239 -0.00095413537090033513 -0.00063343652363060765 -0.0018453381389678741 3.074832873482562e-05 -0.00014122854163044454
leaf_weight=47 1644 65 67 55 46 48 49 1650 46
leaf_count=47 1644 65 67 55 46 48 49 1650 46
internal_value=0 -8.75239e-05 -4.987e-05 -7.08249e-05 -8.22425e-05 -6.9132e-05 -0.000150476 1.14907e-05 -0.00055658
internal_weight=0 3670 3605 3538 3483 3391 1693 1698 92
internal_count=3717 3670 3605 3538 3483 3391 1693 1698 92
is_linear=0
shrinkage=0.0995203


Tree=6593
num_leaves=13
num_cat=0
split_feature=10 6 18 2 2 3 5 2 2 26 29 6
split_gain=0.0240689 0.0218583 0.00669877 0.00256125 0.00850685 0.0133596 0.00346875 0.022513 0.00413246 0.00230611 0.00333739 0.00468847
threshold=0.093790000000000026 0.23663500000000004 0.26473000000000008 -0.081604999999999997 -0.082234999999999989 0.08777500000000002 0.024640000000000006 -0.084924999999999987 -0.082404999999999992 -0.23202999999999999 -0.085279999999999995 -0.48214499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 8 -8 -1 -5 -11 -12
right_child=-2 -3 -4 9 5 -7 7 -9 -10 10 11 -13
leaf_value=-3.7038405811863788e-05 -0.0019479812783405636 0.0020505558086054369 0.00094050959019818499 -0.00067123421220676815 -0.0022752100694951186 -0.00012813208157770432 -3.8047003726648313e-05 -0.0022286780663273733 0.00091869099277683058 0.0006153098177834696 -0.00091570015919733422 2.522096211154641e-05
leaf_weight=955 65 50 67 48 47 76 339 54 47 91 54 1824
leaf_count=955 65 50 67 48 47 76 339 54 47 91 54 1824
internal_value=0 -1.56244e-05 -4.45327e-05 -6.34341e-05 -0.000161112 -0.000955216 -9.05078e-05 -0.000341133 6.97427e-06 9.67303e-06 2.66879e-05 -1.3984e-06
internal_weight=0 3652 3602 3535 1518 123 1395 393 1002 2017 1969 1878
internal_count=3717 3652 3602 3535 1518 123 1395 393 1002 2017 1969 1878
is_linear=0
shrinkage=0.0995203


Tree=6594
num_leaves=11
num_cat=0
split_feature=20 27 18 6 5 5 9 5 9 4
split_gain=0.022002 0.0163686 0.00601887 0.00247336 0.00233045 0.00688522 0.0172666 0.00455732 0.00213085 0.0111831
threshold=-0.41270499999999993 0.11410500000000003 0.26473000000000008 -0.47511999999999999 -0.12429 -0.09583499999999999 0.085765000000000022 -0.092864999999999989 0.11408000000000003 0.14221500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 -6 -7 9 -5
right_child=1 -3 -4 4 5 7 -8 -9 -10 -11
leaf_value=0.0020942678752749111 -0.00057763098043605535 -0.0016503476915970909 0.0009040647883529619 4.6697023270174806e-05 -0.0022279546850696766 0.0007739549994326035 0.00025651284336455655 -7.5048610238896284e-05 -0.00052060484252048364 0.0016511886480092312
leaf_weight=47 90 64 65 525 50 64 61 2658 46 47
leaf_count=47 90 64 65 525 50 64 61 2658 46 47
internal_value=0 -7.23566e-05 -4.41231e-05 -6.17596e-05 -4.80688e-05 -8.64377e-05 -0.000855242 -5.4786e-05 0.000126495 0.000179966
internal_weight=0 3670 3606 3541 3451 2833 111 2722 618 572
internal_count=3717 3670 3606 3541 3451 2833 111 2722 618 572
is_linear=0
shrinkage=0.0995203


Tree=6595
num_leaves=11
num_cat=0
split_feature=10 6 18 2 8 8 4 4 26 17
split_gain=0.0196034 0.0159046 0.00440585 0.00226099 0.00213108 0.0115521 0.00282278 0.00338894 0.00210453 0.00201475
threshold=0.093790000000000026 0.23663500000000004 0.26473000000000008 -0.24206999999999998 -0.080659999999999996 -0.081174999999999983 0.12435500000000002 0.13699000000000003 -0.2382 0.10932500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 8 -8 -6 -5
right_child=-2 -3 -4 4 6 -7 7 -9 -10 -11
leaf_value=-0.00073625149890247136 -0.0017534386280233195 0.0017529232418065192 0.00076452565374139224 -0.00012761033790059998 -0.00054353877383714897 -0.001552307325083904 0.0010056610340353829 -5.0090301088643529e-05 2.5874854042106505e-05 0.00014336624552444349
leaf_weight=47 65 50 67 1330 67 54 63 55 1580 339
leaf_count=47 65 50 67 1330 67 54 63 55 1580 339
internal_value=0 -9.52741e-06 -3.42196e-05 -4.95901e-05 -4.01027e-05 -0.000118947 3.64013e-05 0.000506636 2.21404e-06 -7.20803e-05
internal_weight=0 3652 3602 3535 3488 1723 1765 118 1647 1669
internal_count=3717 3652 3602 3535 3488 1723 1765 118 1647 1669
is_linear=0
shrinkage=0.0995203


Tree=6596
num_leaves=16
num_cat=0
split_feature=22 28 10 3 18 18 3 3 9 9 9 21 8 9 18
split_gain=0.0243791 0.0174655 0.0100926 0.00423825 0.0066332 0.0218316 0.00463033 0.00999583 0.0044827 0.00265996 0.00338471 0.00259734 0.00350671 0.00252295 0.00173492
threshold=0.13292500000000004 0.083225000000000021 0.089800000000000033 0.086850000000000024 0.087065000000000017 0.090540000000000023 0.08888500000000002 0.088685000000000028 0.083955000000000016 0.11007500000000002 0.11408000000000003 -0.032929999999999994 -0.081415000000000001 0.097990000000000022 0.10665500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 -6 7 8 -5 13 -11 -1 -13 -8 -7
right_child=-2 -3 -4 6 5 14 9 -9 -10 10 -12 12 -14 -15 -16
leaf_value=-0.00070398683564003859 -0.0022477198549320431 0.001614593744140387 0.0011542447000103776 0.00096513827409342812 -0.0024637649746721037 0.00042586868674683673 8.4428791641947527e-06 0.0017350660251651477 4.5974051252761879e-05 0.0010711722420492253 0.00012752802908056526 -0.00016512540974757811 0.00030504236758708582 -0.00035410550576078255 -0.00037084056994000306
leaf_weight=57 46 70 77 63 51 55 1736 47 331 48 188 462 238 213 53
leaf_count=57 46 70 77 63 51 55 1736 47 331 48 188 462 238 213 53
internal_value=0 5.7378e-05 2.70315e-05 2.29574e-06 -0.000181788 -0.000766565 6.68194e-05 0.000361013 0.000195025 7.06754e-06 0.000322925 -5.788e-05 -4.09889e-06 -3.07589e-05 2.73111e-05
internal_weight=0 3689 3619 3542 916 159 2626 441 394 2185 236 757 700 1949 108
internal_count=3735 3689 3619 3542 916 159 2626 441 394 2185 236 757 700 1949 108
is_linear=0
shrinkage=0.0995203


Tree=6597
num_leaves=16
num_cat=0
split_feature=22 28 2 9 3 3 26 26 9 1 21 3 9 20 2
split_gain=0.0197702 0.01416 0.00378745 0.0159664 0.00402961 0.00370095 0.00318963 0.00466809 0.00931543 0.00305223 0.00209608 0.00914746 0.00215433 0.00178478 0.00137145
threshold=0.13292500000000004 0.083225000000000021 -0.23128999999999997 0.095415000000000014 0.086850000000000024 0.087170000000000011 -0.019129999999999998 0.084685000000000024 0.083795000000000022 -0.08113999999999999 -0.014264999999999998 0.09049500000000002 0.11479000000000002 -0.014955 -0.026175
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 13 8 -8 -9 11 -7 -12 -4 -15
right_child=-2 -3 4 -5 5 10 7 9 -10 -11 12 -13 -14 14 -16
leaf_value=-0.00049559769079896097 -0.0020240264573940011 0.0014539090665302025 -0.00021646764029550463 0.0019140325185744832 0.00081271024032213265 0.00099747117122175313 -0.00011899494992873891 -0.00021574025401485336 -0.0012846224439485869 0.00035806913451527872 -1.6300181304819593e-05 -6.6766166518170459e-05 0.00034689144481584653 0.00079859775213015857 7.2665604142552564e-05
leaf_weight=59 46 70 58 50 65 117 177 349 112 124 1974 249 176 57 52
leaf_count=59 46 70 58 50 65 117 177 349 112 124 1974 249 176 57 52
internal_value=0 5.1756e-05 2.44089e-05 0.000602227 6.23198e-06 7.04308e-05 -0.000171248 -0.000258073 -0.000573559 -6.35817e-05 5.09289e-05 0.000271204 1.30501e-05 0.000220021 0.000459792
internal_weight=0 3689 3619 109 3510 2581 929 762 289 473 2516 366 2150 167 109
internal_count=3735 3689 3619 109 3510 2581 929 762 289 473 2516 366 2150 167 109
is_linear=0
shrinkage=0.0995203


Tree=6598
num_leaves=15
num_cat=0
split_feature=20 28 10 6 6 5 6 0 5 0 5 0 0 0
split_gain=0.016868 0.0113933 0.00712845 0.00281171 0.0248187 0.00419522 0.00666985 0.00379214 0.00265571 0.0039577 0.00337416 0.00206008 0.00884493 0.00468464
threshold=0.24030500000000005 0.083225000000000021 0.089800000000000033 -0.0093650000000000001 -0.01146 -0.067559999999999995 0.082725000000000021 -0.071799999999999989 -0.041054999999999994 -0.071799999999999989 -0.021739999999999999 -0.057604999999999996 -0.066264999999999991 -0.049174999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 6 -5 -8 9 -7 -10 12 -1 -13
right_child=-2 -3 -4 5 -6 8 7 -9 10 -11 -12 13 -14 -15
leaf_value=1.5888435015271903e-05 -0.0014955494916511294 0.0013200100817190835 0.0009952331824148869 -0.0011000331255065219 0.0023347640228328233 0.00094701459341019569 -0.00029008084345728553 0.00047394960616983924 -0.00062697287909029584 -0.00022190951921914609 1.7936044868486916e-05 -0.00099717574433128226 0.0010894353057387183 4.6808933791341353e-05
leaf_weight=1265 71 69 74 89 48 70 354 78 86 47 1201 60 81 142
leaf_count=1265 71 69 74 89 48 70 354 78 86 47 1201 60 81 142
internal_value=0 5.30217e-05 2.84762e-05 7.92563e-06 0.000105805 -7.28004e-05 -0.000314057 -0.000150236 1.61426e-05 0.00047045 -2.45221e-05 3.61616e-05 8.11009e-05 -0.000259233
internal_weight=0 3664 3595 3521 1596 1925 521 432 1404 117 1287 1548 1346 202
internal_count=3735 3664 3595 3521 1596 1925 521 432 1404 117 1287 1548 1346 202
is_linear=0
shrinkage=0.0995203


Tree=6599
num_leaves=12
num_cat=0
split_feature=27 28 10 18 18 18 18 17 3 18 3
split_gain=0.0161228 0.015919 0.00594393 0.0030701 0.0218778 0.00407032 0.00274059 0.00203765 0.00538811 0.00195821 0.0017958
threshold=0.11410500000000003 0.083225000000000021 0.089800000000000033 0.086285000000000014 0.088635000000000019 0.090025000000000022 0.082540000000000016 -0.55157999999999996 0.10457000000000002 0.093865000000000018 0.088285000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 8 -1 -7 -9
right_child=-2 -3 -4 4 5 9 -8 10 -10 -11 -12
leaf_value=0.00029365457103077775 -0.0015201904832405991 0.0018128748225453295 0.00087279662896169394 -0.0018985955241214167 0.0007962339187234809 -0.00043555877030403964 0.00072440892016562106 -5.047610530696187e-05 -0.0011109614190207898 -3.097771684978063e-06 0.00012499188621207597
leaf_weight=55 66 50 80 66 57 125 60 898 52 632 1594
leaf_count=55 66 50 80 66 57 125 60 898 52 632 1594
internal_value=0 4.90319e-05 2.44365e-05 5.02773e-06 -0.000155845 -1.35348e-05 5.85766e-05 4.28903e-05 -0.000381312 -7.55895e-05 6.14329e-05
internal_weight=0 3669 3619 3539 880 814 2659 2599 107 757 2492
internal_count=3735 3669 3619 3539 880 814 2659 2599 107 757 2492
is_linear=0
shrinkage=0.0995203


Tree=6600
num_leaves=11
num_cat=0
split_feature=28 20 5 21 0 18 8 26 18 6
split_gain=0.0047178 0.00407459 0.00359125 0.00280566 0.00252378 0.00242597 0.00464713 0.0037558 0.00337126 0.00237406
threshold=0.080375000000000016 -0.25378999999999996 0.63455500000000009 0.13276500000000005 -0.07298499999999998 -0.13579499999999997 -0.073999999999999996 0.091025000000000023 -0.112385 0.12080000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 -8 -7 -10
right_child=-2 2 -4 4 -6 8 7 -9 9 -11
leaf_value=-0.00074990065901372864 0.00077202308427133811 0.00033945040725781849 -0.00078487413637923361 0.00089713983727937748 8.6838051765336779e-05 0.00089145838378566094 -0.00023716073746104374 -0.0012275619010279845 4.6459537986305316e-05 -0.00051257286834160574
leaf_weight=68 83 83 53 70 89 46 122 57 2994 77
leaf_count=68 83 83 53 70 89 46 122 57 2994 77
internal_value=0 1.28523e-05 2.7524e-05 3.99253e-05 0.000448723 2.04469e-05 -0.000269963 -0.000557113 4.51199e-05 3.21762e-05
internal_weight=0 3659 3591 3538 159 3379 262 179 3117 3071
internal_count=3742 3659 3591 3538 159 3379 262 179 3117 3071
is_linear=0
shrinkage=0.0995203


Tree=6601
num_leaves=14
num_cat=0
split_feature=28 6 2 5 21 3 17 6 2 3 3 1 4
split_gain=0.0038253 0.00332586 0.00563662 0.00299441 0.00242467 0.00453843 0.0027197 0.00255723 0.00299249 0.00228186 0.00672628 0.00299543 0.0018329
threshold=0.080375000000000016 0.12080000000000003 -0.068279999999999993 0.63455500000000009 0.13276500000000005 0.12870500000000004 0.052150000000000009 0.10877500000000002 -0.072895000000000001 0.087445000000000023 0.087745000000000031 -0.082849999999999993 0.09939000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 9 8 -8 11 -11 -1 -4
right_child=-2 2 12 -5 5 -7 7 -9 -10 10 -12 -13 -14
leaf_value=-8.6494285464897884e-05 0.00069519124022193149 -0.0010507614447962483 -0.00032098143313243012 -0.00070676330802270902 0.0012088002128316283 -4.9333343074022245e-05 0.00028631315449107435 0.00070661180131730732 -0.00013906209147344529 -0.0011614715321201941 -5.0500480449227617e-05 0.00028368281756176053 0.00044831396568671786
leaf_weight=402 83 77 66 53 50 63 440 86 258 56 1588 463 57
leaf_count=402 83 77 66 53 50 63 440 86 258 56 1588 463 57
internal_value=0 1.1551e-05 -0.000382698 3.45832e-05 4.63595e-05 0.000500119 3.05401e-05 0.000192434 0.00012791 -1.97216e-05 -8.88418e-05 0.0001107 2.88659e-05
internal_weight=0 3659 200 3459 3406 113 3293 784 698 2509 1644 865 123
internal_count=3742 3659 200 3459 3406 113 3293 784 698 2509 1644 865 123
is_linear=0
shrinkage=0.0995203


Tree=6602
num_leaves=12
num_cat=0
split_feature=28 20 5 27 0 0 0 5 0 4 0
split_gain=0.00310231 0.00276134 0.00236307 0.00166717 0.0020501 0.00309838 0.00279891 0.0088002 0.00212479 0.00195541 0.00194925
threshold=0.080375000000000016 -0.25378999999999996 0.63455500000000009 0.10734500000000002 -0.071029999999999996 0.061855000000000014 -0.073914999999999995 -0.029944999999999996 -0.069824999999999984 0.10300500000000003 -0.075424999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 8 10 -8 -6 -7 -3
right_child=-2 2 -4 -5 5 9 7 -9 -10 -11 -12
leaf_value=-0.00061753325018351862 0.00062600551735837934 5.6424360853275504e-05 -0.00063642605135487667 0.00050045753517110009 -0.00085932349742988651 -3.2797615988017726e-05 0.0014794756714820788 -0.00022492338814723129 -0.00016496690662702379 0.00062348887856575796 -0.00051203744266165052
leaf_weight=68 83 2466 53 74 48 101 54 66 590 78 61
leaf_count=68 83 2466 53 74 48 101 54 66 590 78 61
internal_value=0 1.03124e-05 2.24294e-05 3.25306e-05 2.22981e-05 -0.000115149 6.50307e-05 0.000535235 -0.00021849 0.000248609 4.23781e-05
internal_weight=0 3659 3591 3538 3464 817 2647 120 638 179 2527
internal_count=3742 3659 3591 3538 3464 817 2647 120 638 179 2527
is_linear=0
shrinkage=0.0995203


Tree=6603
num_leaves=20
num_cat=0
split_feature=3 26 0 20 18 8 6 6 3 3 19 22 18 9 8 9 9 18 3
split_gain=0.00293825 0.0124734 0.00401367 0.00322189 0.00601593 0.00636825 0.00306691 0.00614622 0.00595753 0.00302927 0.00283896 0.0022914 0.00223055 0.00195986 0.00380504 0.00540929 0.00434716 0.00356135 0.002113
threshold=0.086965000000000028 -0.126245 0.019150000000000004 -0.0062099999999999994 -0.085834999999999995 -0.086064999999999989 0.088565000000000019 0.089725000000000013 0.086015000000000022 0.087385000000000032 -0.050215000000000003 0.13264000000000004 0.086800000000000016 0.11582000000000002 -0.065539999999999987 0.094010000000000024 0.094085000000000016 0.10435500000000002 0.11741000000000003
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 -6 8 -8 12 -2 -11 13 -5 14 16 -16 -12 18 -15
right_child=9 2 -4 6 5 -7 7 -9 -10 10 11 -13 -14 17 15 -17 -18 -19 -20
leaf_value=0.0017178178287277602 -0.00066368952835641458 -0.00029373816309093191 -0.00056285320744602649 -5.1393896295549641e-05 0.00023495239652965695 0.0015151102264475092 0.001361887736550664 -6.7208462155051707e-05 -0.0011041636905313799 -0.00059366110727924386 -1.7875417048627201e-05 0.00068582761214006007 0.00056583980754605677 0.00025790665678984101 -1.0301099742957727e-05 -0.00053242691900688482 0.00041085420396420663 -0.0002482962976247005 0.0011962621208743743
leaf_weight=49 73 69 85 386 88 71 48 76 50 81 1239 48 68 55 549 309 288 64 46
leaf_count=49 73 69 85 386 88 71 48 76 50 81 1239 48 68 55 549 309 288 64 46
internal_value=0 0.000168875 8.73482e-05 0.000152869 0.0004736 0.000811744 3.51217e-05 0.000479389 -7.25578e-05 -3.09265e-05 -1.33787e-05 4.39811e-06 3.92521e-05 -8.10778e-06 -3.13692e-05 -0.000199294 6.24491e-05 0.000323164 0.000693382
internal_weight=0 990 941 856 228 159 628 124 504 2752 2679 2598 454 2550 2385 858 1527 165 101
internal_count=3742 990 941 856 228 159 628 124 504 2752 2679 2598 454 2550 2385 858 1527 165 101
is_linear=0
shrinkage=0.0995203


Tree=6604
num_leaves=11
num_cat=0
split_feature=19 18 2 27 26 0 0 9 26 18
split_gain=0.0112049 0.0125486 0.00248543 0.00198166 0.0023547 0.00417885 0.00890162 0.00666151 0.00333445 0.00187022
threshold=0.14107000000000006 0.26473000000000008 -0.241895 -0.032854999999999995 0.098495000000000013 -0.072274999999999992 -0.064494999999999983 0.097200000000000022 0.096685000000000021 0.086065000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 7 -7 -6 9 -5
right_child=-2 -3 3 4 5 6 -8 -9 -10 -11
leaf_value=0.00063006227281331081 0.0015276978493108085 -0.0014112489655549354 0.00046909153083803909 -3.4745288281681818e-05 -0.00030364974628437004 -0.0011997171417460007 0 0.00063384866838072621 0.0007659256716793689 0.00017184377838573543
leaf_weight=62 47 63 85 2333 209 106 142 117 58 533
leaf_count=62 47 63 85 2333 209 106 142 117 58 533
internal_value=0 -1.86253e-05 5.22015e-06 -5.36361e-06 -1.71267e-05 -0.000201539 -0.000509601 3.03033e-05 1.87947e-05 3.38917e-06
internal_weight=0 3708 3645 3583 3498 574 248 326 2924 2866
internal_count=3755 3708 3645 3583 3498 574 248 326 2924 2866
is_linear=0
shrinkage=0.0995203


Tree=6605
num_leaves=19
num_cat=0
split_feature=18 19 8 2 4 4 26 3 3 18 6 3 18 2 21 18 0 5
split_gain=0.00951459 0.00643076 0.00238085 0.0025918 0.00494832 0.00654069 0.00336065 0.00222316 0.00338683 0.00894902 0.00662147 0.00336976 0.0020504 0.00971128 0.00219441 0.00181619 0.00211175 0.00188289
threshold=0.26473000000000008 0.13695500000000002 0.0044850000000000011 -0.043929999999999997 0.10801000000000002 0.10300500000000003 -0.054024999999999997 0.087625000000000022 0.08622500000000001 -0.086064999999999989 -0.011749999999999998 0.087925000000000017 0.022040000000000008 -0.080914999999999987 0.13557500000000003 -0.093649999999999997 -0.080884999999999999 0.0035750000000000005
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 6 -4 8 15 -10 -11 -9 14 -14 -13 16 -1 -17
right_child=-2 -3 3 -5 -6 -7 -8 11 9 10 -12 12 13 -15 -16 17 -18 -19
leaf_value=1.9719587433514745e-06 -0.0011089454399544464 0.0011117532916492532 0.00045055041818773577 0.00083729051650069939 -0.00072038945008164404 0.0013246432853225569 -0.0002234623202646324 -0.00076682101075167114 -0.0004951095591223324 0.0016458950588108799 0.00035999466824602344 2.2818923345754077e-05 -0.0010997231499279738 -1.87334749863003e-05 -0.0006411935478375727 -1.5076984291858212e-05 0.00083903964060680542 -0.00055993665595440172
leaf_weight=79 75 53 137 59 58 50 156 69 76 60 124 1472 102 435 51 578 50 71
leaf_count=79 75 53 137 59 58 50 156 69 76 60 124 1472 102 435 51 578 50 71
internal_value=0 2.33367e-05 7.20634e-06 0.000218946 0.000125926 0.000271421 8.88965e-05 -2.32899e-05 9.57635e-05 0.000406788 0.000783759 -8.17192e-05 -5.83742e-05 -0.000225586 4.5915e-08 -7.12544e-06 0.000332763 -7.59455e-05
internal_weight=0 3680 3627 460 401 343 293 3167 1038 260 184 2129 2060 537 1523 778 129 649
internal_count=3755 3680 3627 460 401 343 293 3167 1038 260 184 2129 2060 537 1523 778 129 649
is_linear=0
shrinkage=0.0995203


Tree=6606
num_leaves=20
num_cat=0
split_feature=19 18 18 5 5 3 0 2 0 30 26 0 26 21 21 20 20 20 0
split_gain=0.0083837 0.00847283 0.00213493 0.00164378 0.00515407 0.00640093 0.00357633 0.00275995 0.00354768 0.00265832 0.00186089 0.00153457 0.00176882 0.00234002 0.00329633 0.00141785 0.00126251 0.00331473 0.0025132
threshold=0.14107000000000006 0.26473000000000008 -0.090899999999999995 -0.082179999999999989 -0.075744999999999993 0.090695000000000012 -0.088484999999999994 -0.032624999999999994 -0.057604999999999996 0.098380000000000009 0.12508000000000005 -0.14574499999999999 0.097125000000000031 0.11932500000000003 0.10886500000000003 -0.099079999999999988 -0.0096699999999999998 -0.085594999999999991 -0.098749999999999991
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 6 5 -5 10 8 -8 -9 15 -1 13 14 -13 -4 17 -6 -18
right_child=-2 -3 3 4 16 -7 7 9 -10 -11 -12 12 -14 -15 -16 -17 18 -19 -20
leaf_value=-0.00028954606867172852 0.0013214457937922039 -0.0011604386724381943 0.00028108443082002199 -0.0016003209219957904 0.00016559830386710995 0 0.00059738544448436021 0.00022020063643408193 -0.00025482959611645907 -0.00070225618007650661 0.00052956773161915306 0.00030011147580344605 -0.00026618667639334272 0.00086080053244511198 -0.00044222673264540462 -0.00017482221958006001 0.00054639054624692443 -0.00034692743037978392 -3.2071052412619931e-05
leaf_weight=66 47 63 75 49 186 51 259 89 58 47 46 427 67 60 68 594 80 371 1052
leaf_count=66 47 63 75 49 186 51 259 89 58 47 46 427 67 60 68 594 80 371 1052
internal_value=0 -1.61141e-05 3.43981e-06 -3.30692e-05 -9.32006e-05 -0.000787996 5.83318e-05 0.000277519 0.000438877 -9.25704e-05 -7.93925e-05 0.000161544 0.000210725 0.000269773 0.00019648 -0.000122488 -5.15794e-05 -0.000174309 8.08648e-06
internal_weight=0 3708 3645 2957 1789 100 1168 453 317 136 715 688 622 555 495 669 1689 557 1132
internal_count=3755 3708 3645 2957 1789 100 1168 453 317 136 715 688 622 555 495 669 1689 557 1132
is_linear=0
shrinkage=0.0995203


Tree=6607
num_leaves=13
num_cat=0
split_feature=19 18 18 20 2 0 2 2 4 36 12 10
split_gain=0.00679841 0.00686983 0.00172622 0.00146836 0.00232174 0.0104701 0.00302061 0.00249055 0.00133952 0.00205657 0.00175559 0.00183997
threshold=0.14107000000000006 0.26473000000000008 -0.090899999999999995 -0.097019999999999995 -0.095204999999999998 -0.080884999999999999 -0.087359999999999993 -0.084385000000000002 0.14727500000000002 0.08605500000000002 0.085345000000000018 0.09056500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -6 -8 9 10 11 -4
right_child=-2 -3 8 4 6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.00028201333417098874 0.0011899352864457242 -0.0010449516715391194 -4.9958407839938137e-05 -0.00049215721227163897 -0.00058959102669998986 0.0012355931118955695 0.00076444354767775619 7.6748289744675333e-05 0.00035859382195828463 -0.00052723859212052608 0.00051421453605141824 0.00055242475525958657
leaf_weight=70 47 63 2679 57 57 87 62 355 85 84 58 51
leaf_count=70 47 63 2679 57 57 87 62 355 85 84 58 51
internal_value=0 -1.45427e-05 3.0423e-06 0.00014523 0.000194948 0.000546007 8.65706e-05 0.000180959 -2.97635e-05 -4.15424e-05 -2.66152e-05 -3.84052e-05
internal_weight=0 3708 3645 688 618 144 474 417 2957 2872 2788 2730
internal_count=3755 3708 3645 688 618 144 474 417 2957 2872 2788 2730
is_linear=0
shrinkage=0.0995203


Tree=6608
num_leaves=22
num_cat=0
split_feature=18 21 21 17 9 26 3 17 19 1 9 9 21 28 38 1 1 18 1 18 21
split_gain=0.00485275 0.00583574 0.00413131 0.00378731 0.00574616 0.00851217 0.0059047 0.00554897 0.00355601 0.0037544 0.0074679 0.00597138 0.00300894 0.00206338 0.00175042 0.00135902 0.00325987 0.00213701 0.00916822 0.0027613 0.00167975
threshold=-0.022504999999999997 0.13557500000000003 0.089350000000000027 -0.56005499999999986 0.094685000000000033 0.096980000000000025 0.097595000000000029 -0.16855499999999998 0.0069650000000000016 -0.040439999999999997 0.08895500000000002 0.094685000000000033 0.15442000000000003 0.080375000000000016 -0.076799999999999993 0.18123500000000006 0.25544500000000009 -0.011569999999999999 -0.083284999999999984 -0.0079049999999999988 -0.079279999999999989
decision_type=2 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 -6 7 -5 9 -4 -11 -12 13 14 -2 17 -17 18 -16 -19 -18
right_child=12 -3 8 4 5 -7 -8 -9 -10 10 11 -13 -14 -15 15 16 20 19 -20 -21 -22
leaf_value=-0.0010719387543776117 0.00053934875764410862 -0.001233782300224417 -0.00033940827768193298 0.00046438951664633243 0.0011604101395209516 -0.00030410193917666041 -0.0011133225194123297 -0.00034164644682139512 -0.00056919649084611191 -0.00017773218512525318 0.0019210083738205761 0.00043636658803184277 0.0007987855247833679 -0.00055566827087286802 -0.00027859393784673972 -0.00091953101698857766 0.00050051452249878965 -0.00045423134644349746 0.0011170407117727743 5.0665369192059598e-05 -0.00012587289306714952
leaf_weight=55 64 53 68 97 69 90 85 627 57 87 46 69 49 62 99 48 48 116 87 1414 349
leaf_count=55 64 53 68 97 69 90 85 627 57 87 46 69 49 62 99 48 48 116 87 1414 349
internal_value=0 -0.000206995 -0.000166078 -0.000264785 -0.000218078 0.000326293 -0.00032608 -0.000232525 0.00014022 0.000293017 0.000509966 0.00103734 2.69256e-05 1.00301e-05 2.61614e-05 1.0584e-05 -0.000143916 5.11265e-05 0.000369802 1.18506e-05 -4.80763e-05
internal_weight=0 1403 1350 1023 968 159 809 724 327 270 202 115 2336 2287 2225 2161 445 1716 186 1530 397
internal_count=3739 1403 1350 1023 968 159 809 724 327 270 202 115 2336 2287 2225 2161 445 1716 186 1530 397
is_linear=0
shrinkage=0.0995203


Tree=6609
num_leaves=9
num_cat=0
split_feature=10 27 38 21 19 1 1 1
split_gain=0.00267334 0.00347815 0.00269373 0.0018325 0.00120075 0.00116575 0.00643653 0.00178717
threshold=0.090150000000000022 -0.091944999999999985 -0.083989999999999995 0.15895000000000004 0.13950000000000004 -0.083284999999999984 -0.088694999999999982 -0.080954999999999985
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -7
right_child=-2 2 3 -5 -6 7 -8 -9
leaf_value=-0.00083509087192376499 -0.00061388610274456471 0.00072615188423589617 2.1004341047822654e-05 0.00056345423210477216 -0.00051971441271949823 0.00031798725177066886 -0.00057381660373283998 -2.7562966288366808e-05
leaf_weight=54 83 46 672 49 53 158 245 2379
leaf_count=54 83 46 672 49 53 158 245 2379
internal_value=0 -4.17422e-05 -2.96213e-05 -3.96281e-05 -4.82878e-05 -4.0817e-05 -0.000137025 -5.72001e-06
internal_weight=0 3656 3602 3556 3507 3454 917 2537
internal_count=3739 3656 3602 3556 3507 3454 917 2537
is_linear=0
shrinkage=0.0995203


Tree=6610
num_leaves=23
num_cat=0
split_feature=18 2 18 2 2 2 3 8 20 3 1 1 8 21 28 20 21 21 21 21 3 3
split_gain=0.00389329 0.00489825 0.00441328 0.00297314 0.00621178 0.0101489 0.00627533 0.00363222 0.00367566 0.0044253 0.00314335 0.00635288 0.00451064 0.00215176 0.00161065 0.00138151 0.00132379 0.00621338 0.0018769 0.00165989 0.00398911 0.00176733
threshold=-0.022504999999999997 -0.24151999999999998 -0.029094999999999999 -0.086304999999999993 -0.082174999999999984 -0.083589999999999984 0.088055000000000022 -0.086154999999999995 -0.085594999999999991 0.092200000000000018 -0.07002499999999999 -0.064534999999999995 -0.077604999999999993 0.15442000000000003 0.080375000000000016 -0.23598 0.10343500000000001 0.10068500000000002 0.096850000000000033 0.11459000000000003 0.10244500000000002 0.12015500000000003
decision_type=2 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 -5 -3 -9 -10 12 -12 -6 14 15 -2 17 18 -17 20 -18 -21
right_child=13 2 -4 4 10 -7 -8 8 9 -11 11 -13 -14 -15 -16 16 19 -19 -20 21 -22 -23
leaf_value=-0.0011400916810285521 -0.00050340487362338679 0.00076344313295009097 -0.0010443647833269449 -0.00074204511303081083 -0.0010831607137357867 -0.0015827504699760045 0.00063663206907410238 -0.00057633230256813747 -4.3665466409544331e-05 0.00098189865453712582 0.001169689327688443 -3.8130729924533795e-05 -8.4116778098119606e-05 0.00068209435070639107 -0.00048474463823278336 5.7506813400025321e-05 0.00012874923116336137 0.0011763818551888529 -0.00054221271111843695 0.00041109591401278732 -0.00099007627116528456 -0.00032336094397342831
leaf_weight=51 47 71 52 76 63 78 57 87 189 53 48 416 162 49 62 1822 61 49 53 71 63 59
leaf_count=51 47 71 52 76 63 78 57 87 189 53 48 416 162 49 62 1822 61 49 53 71 63 59
internal_value=0 -0.000180342 -0.000143533 -0.00010687 -0.000207536 -0.000680389 -0.000145028 0.000117582 -1.93101e-05 0.000177559 -6.15413e-05 8.5052e-05 -0.000367488 2.91785e-05 1.48316e-05 2.91203e-05 4.09877e-05 6.94817e-05 4.01181e-05 -0.000171626 -0.000433085 7.14684e-05
internal_weight=0 1403 1352 1300 900 211 133 400 329 242 689 464 225 2336 2287 2225 2178 1924 1875 254 124 130
internal_count=3739 1403 1352 1300 900 211 133 400 329 242 689 464 225 2336 2287 2225 2178 1924 1875 254 124 130
is_linear=0
shrinkage=0.0995203


Tree=6611
num_leaves=29
num_cat=0
split_feature=18 21 21 18 18 0 18 18 26 9 26 4 4 2 17 26 4 26 26 17 6 26 9 18 6 5 7 26
split_gain=0.00316427 0.00493712 0.00328546 0.00313743 0.01271 0.0110467 0.00895028 0.00245093 0.00273335 0.00267501 0.0025178 0.0021003 0.0045325 0.00327785 0.004659 0.00400294 0.00208826 0.00203074 0.00232675 0.00181098 0.00374194 0.00213854 0.00460232 0.00209805 0.00248303 0.00623593 0.00187267 0.00109618
threshold=-0.022504999999999997 0.13557500000000003 0.086155000000000023 -0.089234999999999995 -0.087529999999999983 -0.085754999999999984 -0.084629999999999997 -0.095364999999999991 0.093245000000000022 0.086555000000000021 0.083760000000000015 0.079660000000000022 0.085990000000000025 -0.085944999999999994 -0.091869999999999993 0.085570000000000021 0.097375000000000017 -0.2382 -0.15514999999999998 -0.0020399999999999997 0.098855000000000012 0.11991000000000003 0.095285000000000022 -0.0086449999999999982 0.098855000000000012 -0.068984999999999991 0.078295000000000017 0.088475000000000012
decision_type=2 2 2 2 2 2 2 2 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 -6 -7 8 10 -9 -4 13 -13 15 -15 -1 -14 -2 -19 20 21 22 -20 -21 26 -26 -25 -11
right_child=17 -3 7 4 5 6 -8 9 -10 27 -12 12 16 14 -16 -17 -18 18 19 23 -22 -23 -24 24 25 -27 -28 -29
leaf_value=0.00024259843504578568 0.00067413078930284389 -0.0011068115042569815 -2.4667797241670026e-05 -0.0017179687654233988 -0.0015546216749568343 0.0011789292799987815 -0.00021010510111671058 0.00087675078370026216 0.00033270468588083229 -0.00028275428103729779 -0.00091342443231197802 -0.0010351902125097737 0.00056568464182480457 0.0012658059714897221 -5.8752337635048998e-05 -0.00079951807507812485 -0.00026168367915738514 -0.00063228444513556187 4.8281395042375894e-05 -0.00062121709213364357 0.00074131664269685407 -0.00053232069643353093 0.0010435145678589265 5.4721181456162874e-05 -0.0011038165357050087 0.00038248941863584926 -0.0005807463448144354 0.00038726331208403423
leaf_weight=100 47 53 83 63 53 53 344 70 88 46 53 56 47 51 52 57 84 54 807 61 90 55 49 1012 65 48 48 50
leaf_count=100 47 53 83 63 53 53 344 70 88 46 53 56 47 51 52 57 84 54 807 61 90 55 49 1012 65 48 48 50
internal_value=0 -0.000162627 -0.000124952 -0.000224202 -0.000392278 -0.000204862 -2.26051e-05 0.000117255 -9.45577e-05 0.000408006 -0.000377041 -2.94779e-05 -0.000285374 0.000151422 0.000589149 -0.000130536 2.89094e-05 2.62398e-05 1.2579e-05 2.85259e-05 0.000128227 6.67593e-05 0.000106208 -5.16863e-05 -2.13708e-05 -0.000465221 2.5173e-05 5.76859e-05
internal_weight=0 1403 1350 960 513 450 397 390 224 166 136 447 187 260 103 157 131 2336 2289 2235 1001 911 856 1234 1173 113 1060 96
internal_count=3739 1403 1350 960 513 450 397 390 224 166 136 447 187 260 103 157 131 2336 2289 2235 1001 911 856 1234 1173 113 1060 96
is_linear=0
shrinkage=0.0995203


Tree=6612
num_leaves=20
num_cat=0
split_feature=4 10 0 3 3 5 18 5 2 1 6 6 17 17 3 19 17 1 3
split_gain=0.00649554 0.00377729 0.00644871 0.00235581 0.00365395 0.00458936 0.00248622 0.00517685 0.0182666 0.00352161 0.00276143 0.00481095 0.00189266 0.0061772 0.00526552 0.00496487 0.00449988 0.00457745 0.00338024
threshold=0.15221500000000004 0.089800000000000033 -0.061654999999999995 0.094410000000000008 0.093245000000000022 -0.067559999999999995 -0.011569999999999999 -0.017704999999999995 -0.086254999999999984 -0.01257 0.093835000000000016 0.091615000000000016 -0.05543 -0.031185000000000001 0.09697500000000002 -0.07525999999999998 -1.0000000180025095e-35 -0.073104999999999989 0.11275500000000002
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 6 -6 7 8 -1 -9 11 -8 14 -14 -5 -16 -15 -18 -17
right_child=-2 2 -4 12 5 -7 10 9 -10 -11 -12 -13 13 16 15 18 17 -19 -20
leaf_value=0.0023300947583700053 0.0010302986914235352 -0.00016125670725661534 0.001490995835678823 0.00094443876405369762 -2.9160977774538278e-05 0.0012671293259209513 -6.8440645316892522e-05 0.00016422448766943847 7.1756774557632478e-05 -0.00033361490779510133 -0.00063378725692688701 0.00090724322587931456 -0.0012309479777980708 0.000802146345184353 -0.00092419355380465092 -0.00021464140891820166 -0.00076921597666404127 -7.3177137063764439e-05 0.00031478799947407514
leaf_weight=47 65 46 46 59 50 56 893 593 148 184 77 53 52 50 57 230 109 691 247
leaf_count=47 65 46 46 59 50 56 893 593 148 184 77 53 52 50 57 230 109 691 247
internal_value=0 2.61517e-05 0.000655972 9.81071e-06 7.79631e-05 0.000647949 4.72678e-05 0.000161474 0.000620273 4.52784e-05 -6.0445e-05 -1.29122e-05 -8.54198e-05 -0.00017642 5.16178e-05 -4.54943e-05 -0.000110944 -0.000169036 5.77914e-05
internal_weight=0 3688 92 3596 2101 106 1995 972 195 777 1023 946 1495 902 593 534 850 800 477
internal_count=3753 3688 92 3596 2101 106 1995 972 195 777 1023 946 1495 902 593 534 850 800 477
is_linear=0
shrinkage=0.0995203


Tree=6613
num_leaves=13
num_cat=0
split_feature=29 10 0 27 3 3 5 0 9 20 20 20
split_gain=0.00589255 0.00242057 0.00418783 0.00222675 0.00180857 0.00569119 0.00214749 0.00363681 0.0028561 0.00209888 0.0156016 0.00178955
threshold=0.12669500000000003 0.089800000000000033 -0.061654999999999995 -1.0000000180025095e-35 0.094285000000000022 0.093245000000000022 -0.54165499999999989 -0.19126499999999999 -0.095574999999999993 -0.083404999999999993 -0.084949999999999984 -0.0058900000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 9 -6 -8 -9 10 -5 -11
right_child=-2 2 -4 4 6 -7 7 8 -10 11 -12 -13
leaf_value=-0.00051382421983409913 0.0011353578677733263 -0.00014520825954404009 0.0011631922695241625 -3.3240529811413369e-05 0.00055263428185479133 0.00085791486346897025 -0.0007700657361990593 0.00050955191259019494 -8.5894966933263277e-05 -0.0001720213048171707 0.0019339944769988485 6.4542553700413488e-05
leaf_weight=78 48 46 49 233 54 90 73 85 1244 420 48 1285
leaf_count=78 48 46 49 233 54 90 73 85 1244 420 48 1285
internal_value=0 2.49645e-05 0.000521034 1.16832e-05 2.35202e-05 8.33273e-05 -6.11919e-05 -8.54181e-05 -4.71955e-05 4.78129e-05 0.000299887 5.78862e-06
internal_weight=0 3705 95 3610 3532 2076 1456 1402 1329 1986 281 1705
internal_count=3753 3705 95 3610 3532 2076 1456 1402 1329 1986 281 1705
is_linear=0
shrinkage=0.0995203


Tree=6614
num_leaves=16
num_cat=0
split_feature=30 1 4 3 4 19 6 9 1 21 17 18 21 9 18
split_gain=0.00554646 0.00212721 0.00997819 0.00396031 0.00512604 0.00180557 0.00210176 0.00592817 0.00655563 0.00302882 0.00202934 0.00193878 0.00229472 0.00182286 0.00180937
threshold=-1.0000000180025095e-35 -0.49056499999999997 0.10696000000000003 0.10457000000000002 0.084900000000000017 0.12477000000000003 0.11816500000000002 0.097510000000000027 -0.048734999999999994 0.13765500000000006 0.50644500000000015 0.14607000000000003 0.10366000000000002 0.11408000000000003 -0.0032949999999999998
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 9 8 -8 10 13 12 -7 -3 -12
right_child=1 5 -4 -5 -6 11 7 -9 -10 -11 14 -13 -14 -15 -16
leaf_value=0.0011101331450664932 -0.00034792715734823442 -8.722913727471397e-06 0.0016079830614154854 -0.0006643775578814644 0.00099165198454895589 -0.00013796038045076739 -0.0014072434015381201 0.00034809464840958489 5.7371930154194482e-05 0.00068602193915494574 0.00092521384329194954 0.00017946871997046479 -0.0010925883244922688 0.00035903941308469759 4.1998102699769695e-05
leaf_weight=47 55 2823 47 62 57 58 66 83 54 70 46 48 47 140 50
leaf_count=47 55 2823 47 62 57 58 66 83 54 70 46 48 47 140 50
internal_value=0 2.16148e-05 0.000321056 -2.18577e-05 0.000326514 2.3909e-06 1.79741e-05 -0.000291876 -0.000741345 3.83379e-05 2.32492e-05 -0.000331627 -0.000573067 8.37736e-06 0.000473733
internal_weight=0 3706 221 174 112 3485 3332 203 120 3129 3059 153 105 2963 96
internal_count=3753 3706 221 174 112 3485 3332 203 120 3129 3059 153 105 2963 96
is_linear=0
shrinkage=0.0995203


Tree=6615
num_leaves=21
num_cat=0
split_feature=4 10 3 3 3 5 3 18 5 0 1 18 8 17 17 3 21 18 1 29
split_gain=0.00511416 0.00232513 0.00456519 0.00186515 0.0026187 0.00414739 0.00198016 0.00166475 0.00423968 0.0166525 0.00286452 0.0026659 0.00866205 0.00190506 0.00145206 0.00254215 0.00333692 0.00201707 0.00301988 0.0016248
threshold=0.15834500000000004 0.089800000000000033 0.10636500000000003 0.094285000000000022 0.093245000000000022 -0.067559999999999995 0.09482500000000002 -0.011569999999999999 -0.017704999999999995 -0.085754999999999984 -0.01257 -0.0079049999999999988 -0.08569499999999998 -0.15122999999999998 -0.42168999999999995 0.099655000000000021 0.11729000000000002 -0.070914999999999992 -0.067015000000000005 -0.049035000000000002
decision_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 7 -6 -5 8 9 -1 -10 12 -9 -13 15 -8 -17 18 -16 -19
right_child=-2 2 -4 6 5 -7 14 11 10 -11 -12 13 -14 -15 17 16 -18 19 -20 -21
leaf_value=-0.0003295782507698056 0.0010639182574378194 -0.00017269100609412544 0.0012162084327118389 -0.00071528450702902668 -8.3972247870841909e-05 0.0012164466513943583 0.00080588187713378091 0.00048949007484309535 0.00013802809115679424 0.0015058979675892294 -0.00031104920872769066 0.00052871412705564347 -0.0012993284702253281 -2.9925159037912762e-05 0.00010641494569885477 -0.00020404714392787578 0.00057257657518983195 0.00023585877386650251 -0.0007854425583667063 -0.00011196042629064571
leaf_weight=101 47 46 46 47 46 49 47 47 593 94 184 65 61 856 59 196 76 157 97 839
leaf_count=101 47 46 46 47 46 49 47 47 593 94 184 65 61 856 59 196 76 157 97 839
internal_value=0 1.86926e-05 0.000512861 5.88626e-06 6.69402e-05 0.000578153 -7.78756e-05 4.22606e-05 0.00013587 0.000551017 3.06293e-05 -4.53682e-05 -0.000513281 8.61225e-06 -5.69532e-05 0.000129778 9.94107e-06 -0.000109371 -0.00044289 -5.63116e-05
internal_weight=0 3706 92 3614 2096 95 1518 2001 972 195 777 1029 108 921 1471 319 272 1152 156 996
internal_count=3753 3706 92 3614 2096 95 1518 2001 972 195 777 1029 108 921 1471 319 272 1152 156 996
is_linear=0
shrinkage=0.0995203


Tree=6616
num_leaves=24
num_cat=0
split_feature=0 18 3 0 3 9 2 8 3 21 3 0 4 8 4 3 0 0 0 9 9 3 9
split_gain=0.00280634 0.00622815 0.00222657 0.00814147 0.0020694 0.0022916 0.00162823 0.00156749 0.00211544 0.00792345 0.00565558 0.00320133 0.00390073 0.00226558 0.00201431 0.00283166 0.00310837 0.00280583 0.00247159 0.00184503 0.00183331 0.00357462 0.00221871
threshold=0.047575000000000013 -0.12363 0.16149500000000003 -0.057604999999999996 0.11360500000000003 0.09550500000000002 -0.13535499999999998 -0.079049999999999995 0.088605000000000017 0.084795000000000023 0.086605000000000029 -0.080884999999999999 0.10398500000000002 -0.077784999999999993 0.11995000000000003 0.11926500000000002 -0.068189999999999987 -0.11524 -0.081094999999999987 0.084565000000000015 0.093335000000000015 0.11426500000000002 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 2 2
left_child=2 -2 7 -4 5 6 -3 14 9 11 -11 19 -13 -10 15 16 18 -16 -1 -9 21 -15 -22
right_child=1 4 3 -5 -6 -7 -8 8 13 10 -12 12 -14 20 17 -17 -18 -19 -20 -21 22 -23 -24
leaf_value=1.6157143078822063e-05 0.001224357670209067 0.00092929965788952028 0.00035833452503077474 -0.001403133511932752 -0.00049154693072060252 -0.00035218187553294689 0.00015594495761641716 -0.00084463106863371241 -0.00072977856741646716 0.00167837078869504 0.00010571900266772696 0.00084013851604278916 -0.00041730938177963702 -0.00037841188581517706 -0.0009085884309731131 0.00066353720022531166 -0.00072651516302149979 2.6662146689424493e-05 0.00036516793872728065 -3.6860799124604525e-05 0.0004685318715980715 0.00020721606275895483 -7.51550764027842e-05
leaf_weight=1331 57 46 53 50 52 47 73 73 64 47 46 51 46 450 51 77 50 80 238 49 87 132 510
leaf_count=1331 57 46 53 50 52 47 73 73 64 47 46 51 46 450 51 77 50 80 238 49 87 132 510
internal_value=0 0.000297481 -3.2661e-05 -0.000488799 5.13769e-05 0.000226381 0.000461768 -1.8527e-05 -9.21366e-05 0.000138188 0.000909303 -0.000185534 0.000235384 -0.000150608 4.36756e-05 7.31134e-05 4.45271e-05 -0.000331194 6.962e-05 -0.000526909 -0.000118474 -0.000244182 2.70448e-06
internal_weight=0 275 3485 103 218 166 119 3382 1555 312 93 219 97 1243 1827 1696 1619 131 1569 122 1179 582 597
internal_count=3760 275 3485 103 218 166 119 3382 1555 312 93 219 97 1243 1827 1696 1619 131 1569 122 1179 582 597
is_linear=0
shrinkage=0.0995203


Tree=6617
num_leaves=9
num_cat=0
split_feature=12 6 8 4 29 2 10 4
split_gain=0.00319425 0.00278868 0.00211396 0.00293503 0.00198412 0.00270328 0.00243654 0.00289475
threshold=0.10025500000000002 0.23663500000000004 -0.49499500000000002 0.12146000000000003 0.097705000000000028 0.31326500000000007 0.09056500000000002 0.10716000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4
right_child=-2 -3 4 -5 -6 -7 -8 -9
leaf_value=6.6668261255798685e-05 0.00081643699112995906 -0.00077164858985851337 1.9726599295813184e-05 -0.0010421516741411859 -0.00053198921393724711 0.00059398996690358959 0.00059569070562484985 -0.00029140251373951438
leaf_weight=46 46 48 3034 46 67 78 67 328
leaf_count=46 46 48 3034 46 67 78 67 328
internal_value=0 -1.78307e-05 -7.7374e-06 -0.000478844 4.16052e-06 1.46369e-05 1.21953e-06 -1.0384e-05
internal_weight=0 3714 3666 92 3574 3507 3429 3362
internal_count=3760 3714 3666 92 3574 3507 3429 3362
is_linear=0
shrinkage=0.0995203


Tree=6618
num_leaves=13
num_cat=0
split_feature=12 6 8 4 1 1 0 0 0 0 8 0
split_gain=0.00259006 0.00226128 0.00170727 0.002387 0.00167258 0.00191316 0.00311422 0.0129637 0.00262025 0.00154606 0.00384421 0.00128545
threshold=0.10025500000000002 0.23663500000000004 -0.49499500000000002 0.12146000000000003 0.62256000000000011 -0.068094999999999989 -0.086474999999999996 -0.087184999999999999 -0.085794999999999996 -0.052884999999999995 -0.066829999999999987 -0.066264999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4 -8 11 -11 -7
right_child=-2 -3 4 -5 -6 9 8 -9 -10 10 -12 -13
leaf_value=6.0033424262341621e-05 0.00073518502978961312 -0.00069485400968552599 9.121145487840841e-05 -0.00093843648750521389 0.0005936304150650413 -6.3055895089451558e-05 0.0008108331494963199 -0.0017070815697749259 0.00011653809268365632 -0.00088686406632243638 1.5574752697555401e-05 0.00024590500785150892
leaf_weight=46 46 48 226 46 47 1693 57 48 1166 76 117 144
leaf_count=46 46 48 226 46 47 1693 57 48 1166 76 117 144
internal_value=0 -1.60342e-05 -6.92292e-06 -0.000430304 3.74647e-06 -3.88209e-06 8.12247e-05 -0.000220831 0.000149566 -6.70464e-05 -0.000335548 -3.83912e-05
internal_weight=0 3714 3666 92 3574 3527 1497 274 1223 2030 193 1837
internal_count=3760 3714 3666 92 3574 3527 1497 274 1223 2030 193 1837
is_linear=0
shrinkage=0.0995203


Tree=6619
num_leaves=10
num_cat=0
split_feature=12 6 28 10 3 3 0 3 0
split_gain=0.00209986 0.00183389 0.0012784 0.0011224 0.00164558 0.00405256 0.00401312 0.00219254 0.00192298
threshold=0.10025500000000002 0.23663500000000004 0.10217500000000003 0.09056500000000002 0.10377500000000002 0.10486500000000003 0.12433000000000002 0.10214500000000003 -0.069824999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 8 -1
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-1.0872386830854584e-05 0.00066201934479349488 -0.00062570196250329776 -0.00051638755798177546 0.00038961324415510176 -0.0010179128337321408 -1.4716522160322982e-05 -0.00082529570889582321 0.00063564232356021016 0.00026129593060407821
leaf_weight=2174 46 48 48 72 47 910 65 59 291
leaf_count=2174 46 48 48 72 47 910 65 59 291
internal_value=0 -1.43727e-05 -6.14507e-06 3.98054e-07 -7.27394e-06 -0.000114007 -6.95948e-05 3.56194e-05 2.09257e-05
internal_weight=0 3714 3666 3618 3546 1022 975 2524 2465
internal_count=3760 3714 3666 3618 3546 1022 975 2524 2465
is_linear=0
shrinkage=0.0995203


Tree=6620
num_leaves=19
num_cat=0
split_feature=29 5 1 1 17 2 10 26 3 26 2 26 0 2 0 26 2 1
split_gain=0.00867284 0.00587127 0.00246671 0.00813875 0.0245608 0.00651508 0.00398508 0.00239305 0.00230876 0.00201296 0.00353695 0.00274782 0.00168074 0.00499562 0.0084207 0.00170605 0.00469941 0.00232932
threshold=0.12737000000000004 0.62720500000000012 -0.079844999999999985 -0.074694999999999998 -0.0077549999999999997 -0.077604999999999993 0.084475000000000022 0.11215000000000001 0.088535000000000016 0.086215000000000028 -0.086934999999999998 0.085005000000000011 -0.20796499999999998 0.097745000000000012 -0.26289499999999993 0.091400000000000023 -0.072624999999999981 -0.048734999999999994
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 8 7 9 -6 11 -11 -1 13 -5 -15 17 -17 -14
right_child=-2 -3 3 12 5 -7 -8 -9 -10 10 -12 -13 15 14 -16 16 -18 -19
leaf_value=0.00010636914028053565 0.0013053928077057569 0.00077071164978403711 -0.0024394008289627522 -0.00038748178552149964 -9.452315403309577e-05 -0.0010012816583723418 -0.00075311347376027756 0.00061262432137957029 0.00082003685845625683 0.00034984770181611225 -0.00021487091146452002 0.0007389101762093343 -0.00060641660090098319 -0.00018353276495299096 0.001621337412165869 0.00036405375276193713 -0.00019498300925927702 -9.6880900466616481e-05
leaf_weight=384 49 89 58 70 49 48 55 88 58 151 399 84 96 51 50 282 314 1363
leaf_count=384 49 89 58 70 49 48 55 88 58 151 399 84 96 51 50 282 314 1363
internal_value=0 -2.72668e-05 -4.7222e-05 -0.000104196 -0.000692183 -3.31034e-05 7.17623e-05 0.000113523 0.000393569 6.95741e-05 -5.83416e-05 0.000221651 -4.75653e-05 0.000251145 0.000701862 -7.28199e-05 6.81541e-05 -0.000130969
internal_weight=0 3689 3600 2439 213 155 1161 1106 107 1018 550 468 2226 171 101 2055 596 1459
internal_count=3738 3689 3600 2439 213 155 1161 1106 107 1018 550 468 2226 171 101 2055 596 1459
is_linear=0
shrinkage=0.0995203


Tree=6621
num_leaves=21
num_cat=0
split_feature=29 5 1 1 0 0 1 2 1 2 0 1 1 17 6 9 12 19 17 19
split_gain=0.0070329 0.00480447 0.00229169 0.00518742 0.020378 0.0104759 0.00331741 0.002239 0.00904321 0.0138978 0.00923647 0.00426562 0.00399737 0.00359898 0.0032681 0.00316116 0.00172491 0.00153882 0.00478156 0.00248381
threshold=0.12737000000000004 0.6362850000000001 -0.080689999999999998 -0.074694999999999998 -0.085754999999999984 -0.073664999999999994 -0.078509999999999983 -0.083204999999999987 -0.083284999999999984 -0.082174999999999984 -0.081094999999999987 -0.089819999999999997 -0.085184999999999997 -0.56368999999999991 0.08866000000000003 0.084915000000000032 0.098385000000000028 0.11028000000000003 -0.031185000000000001 0.10189500000000003
decision_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 -4 6 -6 12 10 -10 -9 -12 13 -1 -15 -14 17 19 -19 -5
right_child=-2 -3 3 16 5 -7 -8 8 9 -11 11 -13 15 14 -16 -17 -18 18 -20 -21
leaf_value=-0.00076910776577060252 0.0011754799508445187 0.0009639495537392081 -0.0023890421715110589 -2.0555901912109513e-05 0.0007948039566383656 -0.0014093031313535871 -9.9912282951858532e-05 -0.0010953840679168926 0.0021900929446296317 0.00010582614339080079 4.8141194209693837e-05 0.0010965887535012557 -0.0011808688105994793 0.00031909575569769033 -0.0002100744931721778 -4.9552728256361895e-05 -0.00064618257579941328 -0.0011453791581012723 -3.0643993360696506e-05 0.00062981659234573925
leaf_weight=47 49 48 47 1894 70 47 96 65 53 81 246 46 50 341 173 51 46 49 179 60
leaf_count=47 49 48 47 1894 70 47 96 65 53 81 246 46 50 341 173 51 46 49 179 60
internal_value=0 -2.45753e-05 -3.78321e-05 -9.17321e-05 -0.000512678 -9.48008e-05 0.000272446 7.7766e-05 0.000239043 0.00093631 -2.03835e-05 0.000216111 -4.06152e-05 6.18243e-05 0.000139397 -0.000617716 -4.22417e-05 -2.91345e-05 -0.000273805 -1.66442e-07
internal_weight=0 3689 3641 2488 260 213 166 1153 491 134 357 292 662 561 514 101 2228 2182 228 1954
internal_count=3738 3689 3641 2488 260 213 166 1153 491 134 357 292 662 561 514 101 2228 2182 228 1954
is_linear=0
shrinkage=0.0995203


Tree=6622
num_leaves=16
num_cat=0
split_feature=26 5 5 17 17 9 6 9 3 21 3 3 20 21 9
split_gain=0.00583475 0.00419493 0.00198847 0.00224015 0.00791226 0.0230705 0.00507465 0.00284966 0.00373667 0.00170714 0.00402506 0.00806832 0.00570867 0.0033496 0.00180734
threshold=0.5128250000000002 0.62720500000000012 0.51797000000000015 -0.011809999999999999 -0.0064000000000000003 0.084155000000000021 0.088155000000000025 -0.26414499999999996 0.08785500000000003 0.10143500000000001 0.10850000000000003 0.093835000000000016 -0.077945 0.095695000000000016 0.094010000000000024
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 -6 -9 13 11 -11 -12 14 -1
right_child=-2 -3 -4 4 7 6 -8 8 -10 10 12 -13 -14 -15 -16
leaf_value=8.4056162715666282e-05 0.0010286271276869164 0.0006476278845473451 -0.00064580065206174583 -0.0024089935832070052 -0.00075691488393097152 -0.00048086479765438277 0.00082574243508425722 0.00022353392372567073 -0.00010795944584859409 7.152929455049253e-05 -0.0008973474919837202 0.0017493036048553639 0.00035727788789213642 -0.00078349528747563926 -0.00026693296632876218
leaf_weight=1133 53 90 53 56 53 76 48 467 1205 77 53 46 111 51 166
leaf_count=1133 53 90 53 56 53 76 48 467 1205 77 53 46 111 51 166
internal_value=0 -2.29393e-05 -3.99545e-05 -3.0658e-05 -0.000104173 -0.000732299 1.83169e-05 -3.8155e-05 -1.48817e-05 5.43926e-05 0.000274888 0.000705646 -4.31888e-05 6.91052e-06 3.85728e-05
internal_weight=0 3685 3595 3542 1905 180 124 1725 1672 1637 287 123 164 1350 1299
internal_count=3738 3685 3595 3542 1905 180 124 1725 1672 1637 287 123 164 1350 1299
is_linear=0
shrinkage=0.0995203


Tree=6623
num_leaves=16
num_cat=0
split_feature=29 5 0 2 0 0 0 26 26 8 5 2 5 8 26
split_gain=0.00584769 0.00339056 0.00176262 0.00341866 0.00671905 0.00337988 0.0264888 0.00189888 0.00178167 0.00159905 0.00330847 0.00233019 0.00177994 0.00174975 0.00171363
threshold=0.12737000000000004 0.62720500000000012 -0.20796499999999998 0.097745000000000012 -0.26289499999999993 -0.098749999999999991 -0.10148 0.093535000000000021 -0.01278 0.0065600000000000007 0.41276000000000007 -0.051635 0.27139000000000008 -0.07034 -0.126245
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 7 8 -4 12 11 -11 14 -14 -7
right_child=-2 -3 5 4 -6 9 -8 -9 -10 10 -12 -13 13 -15 -16
leaf_value=-0.00022415641005299401 0.0010727018856866442 0.00058468767742117912 9.8535665252494697e-05 -0.00015362250439401393 0.0014411910533797514 0.00053693850402472282 -0.0024613131507506929 0.00035458593201372464 -0.00030305953469081636 5.4678989833367717e-05 -0.00099007168993867924 -0.00069545850941011124 -3.1229760701756478e-05 0.00053439589585036298 -2.0272167517517827e-05
leaf_weight=78 49 89 174 51 52 56 50 88 284 221 47 50 91 125 2233
leaf_count=78 49 89 174 51 52 56 50 88 284 221 47 50 91 125 2233
internal_value=0 -2.15748e-05 -3.67904e-05 0.000265115 0.000643579 -5.30125e-05 -0.000268401 -6.60859e-05 -0.000148701 -7.24898e-06 -0.00021768 -8.07021e-05 1.91376e-05 0.00029231 -6.28246e-06
internal_weight=0 3689 3600 181 103 3419 596 546 458 2823 318 271 2505 216 2289
internal_count=3738 3689 3600 181 103 3419 596 546 458 2823 318 271 2505 216 2289
is_linear=0
shrinkage=0.0995203


Tree=6624
num_leaves=24
num_cat=0
split_feature=8 8 8 1 1 6 9 9 10 10 5 23 7 1 17 17 27 1 8 17 26 26 21
split_gain=0.00390697 0.00675874 0.0466854 0.0130717 0.0121707 0.00643202 0.0038092 0.00421175 0.00296693 0.0041198 0.00247338 0.00232599 0.00492935 0.00182266 0.00179014 0.00283502 0.00379705 0.00280525 0.00177725 0.00579798 0.00311373 0.00332728 0.00251294
threshold=-0.084674999999999986 -0.089044999999999999 -0.088429999999999995 -0.081594999999999987 -0.089520000000000002 -0.007045 0.083925000000000013 0.084795000000000023 0.090150000000000022 0.085705000000000017 0.62404000000000015 -0.046924999999999994 1.0000000180025095e-35 0.15756500000000004 -0.093784999999999993 -0.05543 0.078065000000000023 -0.089520000000000002 -0.39070999999999995 0.056905000000000011 0.086760000000000018 0.089075000000000029 0.086155000000000023
decision_type=2 2 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 -3 4 -4 6 -5 -8 9 10 11 -2 13 -13 17 16 -16 -1 19 -17 22 -22 -20
right_child=8 2 3 5 -6 -7 7 -9 -10 -11 -12 12 -14 -15 15 18 -18 -19 20 -21 21 -23 -24
leaf_value=0.00011066246749398021 -0.00066361135775233995 0.0033453980956548585 -0.00027215180073146187 -0.00060664340773721522 0.0017364104859449757 -0.0011624122459091598 0.00089841216617259805 -8.628236682867285e-05 -0.00072774357445941709 0.00090821339040083693 -0.00073633402000943665 -3.9180131379750491e-05 0.00095544103152566404 0.00025603386821392027 0.0011837846445539365 -0.0008236107140025819 -2.1085590987807485e-05 -0.00082573473985607111 0.00054383154196502943 0.00042782823110941226 -0.00073633875177005832 8.5685908912474978e-05 -0.00021553377125345429
leaf_weight=67 51 51 46 69 82 55 66 120 56 49 46 1921 54 232 51 86 50 58 180 63 68 168 55
leaf_count=67 51 51 46 69 82 55 66 120 56 49 46 1921 54 232 51 86 50 58 180 63 68 168 55
internal_value=0 0.000200238 0.000494878 0.000161098 0.00100819 -0.000186027 2.13556e-05 0.000258724 -1.17219e-05 4.97108e-06 -1.38832e-05 4.72037e-07 1.61888e-05 -6.98864e-06 2.89646e-05 9.0128e-05 0.000579209 -0.000317277 9.1347e-06 -0.000288985 0.000105182 -0.0001477 0.000362624
internal_weight=0 1335 489 438 128 310 255 186 2409 2353 2304 2258 2207 2153 846 721 101 125 620 149 471 236 235
internal_count=3744 1335 489 438 128 310 255 186 2409 2353 2304 2258 2207 2153 846 721 101 125 620 149 471 236 235
is_linear=0
shrinkage=0.0995203


Tree=6625
num_leaves=24
num_cat=0
split_feature=5 17 17 5 26 26 5 5 6 6 26 17 4 26 2 9 4 26 20 27 5 26 18
split_gain=0.00378076 0.00697092 0.0253382 0.00472249 0.0197969 0.00276878 0.00644015 0.00254217 0.00215417 0.00431744 0.00292118 0.00290204 0.0023589 0.00199217 0.00198214 0.00394248 0.00693275 0.00232461 0.00210801 0.00301151 0.00195473 0.00148532 0.000488651
threshold=-0.082179999999999989 -0.05543 -0.079754999999999993 -0.088935 0.088325000000000028 0.11991000000000003 -0.056974999999999998 0.63223000000000018 -0.10198499999999999 -0.095554999999999987 -1.0000000180025095e-35 -0.013125 0.09939000000000002 -0.057034999999999995 -0.082704999999999987 0.11351500000000002 0.14727500000000002 0.091195000000000012 -0.0070099999999999997 0.076710000000000014 0.15100500000000003 -0.031674999999999995 -0.086064999999999989
decision_type=2 2 2 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 7 -7 8 11 -10 13 22 -12 -11 18 16 17 -16 21 -20 -8 -3 -2
right_child=5 3 -4 4 -6 6 20 -9 9 10 12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.000198680370720407 0.00023657312414827726 -0.00029344770293548305 0.0027321558351101256 -0.00070124022515977082 0.0020952274051159762 -0.0014052830188114001 0.0003425183679504952 -0.00059693131163950238 0.00095656661399390211 -0.00011656079569673178 5.723411440025869e-05 -0.00085097075227899218 0.00048872356606917086 -0.00077195839617476216 0.00021913645241269849 -0.00055446873985838345 0.0013760222920130751 -0.00025376866981062193 -0.00094278063661947843 5.0707085343583763e-05 -0.00047289329883743201 0.00046163337342992194 -0.00020682844970922748
leaf_weight=76 50 46 47 47 53 46 66 65 52 312 1615 62 137 55 489 74 47 129 66 53 52 57 48
leaf_count=76 50 46 47 47 53 46 66 65 52 312 1615 62 137 55 489 74 47 129 66 53 52 57 48
internal_value=0 0.000204328 0.000914578 0.000121218 0.000772702 -1.04691e-05 -0.000406264 1.62804e-05 3.3731e-05 6.00207e-05 3.76333e-05 -0.000317871 9.14423e-05 -0.000217012 5.25742e-05 0.00013159 0.000209165 0.000119099 -0.00020677 -0.000493424 -9.87812e-06 0.000116465 1.10435e-05
internal_weight=0 1184 123 1061 100 2560 164 2396 2331 2171 2119 160 1752 367 961 739 665 618 222 119 118 103 98
internal_count=3744 1184 123 1061 100 2560 164 2396 2331 2171 2119 160 1752 367 961 739 665 618 222 119 118 103 98
is_linear=0
shrinkage=0.0995203


Tree=6626
num_leaves=19
num_cat=0
split_feature=23 5 5 17 1 1 1 4 4 8 2 19 8 29 2 17 5 5
split_gain=0.00331507 0.00359787 0.00659866 0.00984772 0.00227784 0.0151995 0.00423763 0.00304176 0.00494626 0.00394487 0.00278 0.00267693 0.00216133 0.00192186 0.0019571 0.00245622 0.00156265 0.00131685
threshold=0.086650000000000019 -0.088174999999999989 -0.090164999999999995 -0.047785000000000001 -0.082489999999999994 -0.084204999999999988 -0.081394999999999981 0.10386500000000003 0.10876500000000001 0.093085000000000015 0.10166000000000001 -0.12661499999999998 -0.085605000000000001 1.0000000180025095e-35 -0.082704999999999987 -0.0030799999999999998 -0.068984999999999991 -0.43873000000000001
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 -6 9 -9 12 11 -8 -3 14 17 -16 -13 -5
right_child=-2 4 -4 13 6 -7 10 8 -10 -11 -12 16 -14 -15 15 -17 -18 -19
leaf_value=0.0012026388718136406 -0.00064115473028938247 -0.00024520714014255386 0.0013504524222941973 0.00011161128089552326 -0.00089656020425716351 0.001547838214363129 -0.00081632131813148519 -0.0011595078773322482 7.3851208009727425e-05 0.00090300863579050115 0.00052310337968310724 -0.00028493473183843494 0.00013922807341416871 -0.00042985775793236988 0.00076697264868962663 0.00012953438002136423 -1.5585185769167376e-07 -0.00038214845436752246
leaf_weight=83 67 204 49 98 59 69 46 54 77 55 83 226 496 70 68 563 1264 113
leaf_count=83 67 204 49 98 59 69 46 54 77 55 83 226 496 70 68 563 1264 113
internal_value=0 6.43211e-05 0.000220666 0.000164206 2.01843e-06 0.000125019 -6.74969e-05 1.32883e-05 -0.000428308 9.09939e-05 -3.67783e-05 -6.75653e-05 2.60232e-05 6.88016e-05 0.00011123 0.000199526 -4.38999e-05 -0.00014894
internal_weight=0 3677 1044 995 2633 955 1678 886 131 755 1619 1536 700 912 842 631 1490 211
internal_count=3744 3677 1044 995 2633 955 1678 886 131 755 1619 1536 700 912 842 631 1490 211
is_linear=0
shrinkage=0.0995203


Tree=6627
num_leaves=34
num_cat=0
split_feature=0 6 6 0 18 18 5 17 17 17 5 26 26 5 26 26 3 3 6 1 2 1 4 4 4 5 20 2 1 17 4 3 2
split_gain=0.00331478 0.00567022 0.0273703 0.00835478 0.00478447 0.00721308 0.0041714 0.00327399 0.0347276 0.00288577 0.00250769 0.00565038 0.00926356 0.00572231 0.00239329 0.00410395 0.00294946 0.00223742 0.00375398 0.00211486 0.00189328 0.00379777 0.00182447 0.00548899 0.00415451 0.00233187 0.00281288 0.00236921 0.0022261 0.00219621 0.00318268 0.00200478 0.00179155
threshold=-0.08176499999999999 0.088055000000000022 0.088915000000000022 -0.082339999999999983 -0.077844999999999998 -0.01205 -0.02504 -0.05543 -0.068169999999999994 -0.081244999999999998 -0.091229999999999992 0.091195000000000012 0.088115000000000013 -0.080724999999999991 0.084685000000000024 0.081750000000000031 0.088605000000000017 0.11604000000000002 -0.14051999999999998 0.51334500000000016 -0.082704999999999987 -0.0059699999999999996 0.10386500000000003 0.09939000000000002 0.10724500000000002 0.51524500000000006 -0.073489999999999986 0.096520000000000022 -0.071399999999999991 -0.15313499999999999 0.11785500000000003 0.14166500000000004 -0.093109999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 9 14 17 12 13 -12 15 -1 -16 20 -19 22 32 -22 23 25 -24 27 -27 28 -2 -26 -31 -32 -9
right_child=19 2 3 -5 5 6 -8 10 -10 -11 11 -13 -14 -15 16 -17 -18 18 -20 -21 21 -23 24 -25 29 26 -28 -29 -30 30 31 -33 -34
leaf_value=0.00013536352839647501 -0.00018903755193058316 0.0023026795206138036 -0.0010153069923133512 0.0013208547556801758 0.0011227855704706924 8.8525901804501663e-05 -0.00092179826372669612 0.0001968988033787177 0.0025507457578995414 -0.00055499899890962734 -0.0011623993410766356 0.00077388315032343258 -0.001450942334026884 -3.2597854819403657e-06 0.0008467423705148015 -0.00083861442631123762 -4.387287514616537e-05 0.00011716206281020514 -0.00095213281634544259 0.00057839411752243935 0.0010090210606558906 0.00015282350852214576 -0.0010828633196996273 0.00095517176370402102 0.00044113539571337098 -0.0011030999418936121 -3.2382995288739347e-05 0.00060775789253812555 9.2256634636697475e-05 -0.0010017922987013497 0.00023817986569565599 -0.0005229703600565848 -0.00063140743927703072
leaf_weight=161 611 67 47 48 52 142 56 54 58 86 48 52 62 360 73 58 71 90 50 50 62 321 55 54 53 46 55 55 508 46 90 55 48
leaf_count=161 611 67 47 48 52 142 56 54 58 86 48 52 62 360 73 58 71 90 50 50 62 321 55 54 53 46 55 55 508 46 90 55 48
internal_value=0 0.000130868 0.000461443 0.000101497 -9.28148e-05 7.73393e-05 -0.000193088 4.80285e-05 0.000258868 -3.53649e-05 -4.44534e-05 -0.000205946 -0.000316095 -0.000141636 8.54889e-05 -0.000118847 0.000401935 8.91155e-05 -0.000258882 -5.72121e-05 0.000191256 0.000293562 -7.7236e-05 -2.65874e-05 -0.000299622 -6.88099e-05 -0.000528142 -2.85959e-05 -6.0605e-05 -0.000119717 -0.000279632 -4.48867e-05 -0.000184867
internal_weight=0 2066 412 345 297 250 198 1654 507 449 1147 522 470 408 363 219 144 625 140 1678 485 383 1628 1329 299 1275 101 1174 1119 244 191 145 102
internal_count=3744 2066 412 345 297 250 198 1654 507 449 1147 522 470 408 363 219 144 625 140 1678 485 383 1628 1329 299 1275 101 1174 1119 244 191 145 102
is_linear=0
shrinkage=0.0995203


Tree=6628
num_leaves=19
num_cat=0
split_feature=17 18 17 10 10 26 26 3 6 17 4 3 3 26 26 26 26 17
split_gain=0.00990382 0.00367692 0.0181651 0.00271826 0.00441172 0.00213999 0.00607919 0.00333885 0.00608597 0.00225905 0.00187415 0.00198754 0.00447381 0.00163687 0.00427746 0.00274332 0.00163124 0.000627847
threshold=-0.57205499999999987 -0.081614999999999993 0.053575000000000012 0.090150000000000022 0.086175000000000015 0.089545000000000027 0.08896500000000003 0.14530500000000005 0.12080000000000003 -0.24445500000000001 0.084900000000000017 0.10636500000000003 0.089895000000000017 -0.0063299999999999997 0.078560000000000019 -0.09071499999999999 0.084685000000000024 -0.27561999999999998
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 5 6 9 8 -7 -3 13 12 -12 15 -15 17 -16 -2
right_child=1 3 -4 -5 -6 7 -8 -9 -10 -11 11 -13 -14 14 16 -17 -18 -19
leaf_value=0.001400589648370936 -0.00010481798700271102 -0.00057053058959699414 0.0015347476361584275 -0.0006465965677881979 0.00094175116260634723 0.00010881668172088142 -0.0011399831161944647 0.00091450136715641157 -0.00097964366030556032 -3.5782774704080513e-05 3.1514241734620734e-05 0.00017201337446299557 -0.001243296351734123 0.0011299680378941512 -0.00022606416093638853 -0.00077275902633425707 0.00021381056327317175 0.00040226335904633664
leaf_weight=53 46 83 91 69 47 862 54 46 54 1487 64 72 46 46 103 49 413 47
leaf_count=53 46 83 91 69 47 862 54 46 54 1487 64 72 46 46 103 49 413 47
internal_value=0 2.98348e-05 0.000195402 -2.97289e-05 -1.32524e-05 -3.0926e-05 -0.000100837 8.62435e-05 4.37561e-05 -6.45743e-05 5.69159e-05 -0.000226113 -0.000494147 0.000131248 0.000208181 -0.000167468 0.00012442 0.000142647
internal_weight=0 3679 977 2702 2633 2586 1624 962 916 1570 886 182 110 704 562 142 516 93
internal_count=3732 3679 977 2702 2633 2586 1624 962 916 1570 886 182 110 704 562 142 516 93
is_linear=0
shrinkage=0.0995203


Tree=6629
num_leaves=22
num_cat=0
split_feature=1 18 17 17 17 3 3 21 6 18 3 4 18 18 1 5 20 9 26 8 9
split_gain=0.00860277 0.00273194 0.0148993 0.00253016 0.00350565 0.00175385 0.0031428 0.005771 0.00196036 0.00716015 0.00497641 0.00141613 0.00166784 0.00346078 0.00166783 0.0034498 0.0036887 0.00258876 0.00240911 0.00198135 0.00151253
threshold=-0.55579999999999996 -0.081614999999999993 0.053575000000000012 -0.56005499999999986 -0.53299999999999992 0.091865000000000016 0.091225000000000014 0.087625000000000022 0.11816500000000002 -0.060544999999999995 0.14530500000000005 0.084900000000000017 -0.10726999999999999 -0.14624999999999996 -0.01257 -0.0047599999999999995 -0.077724999999999989 0.085075000000000026 0.084685000000000024 -0.081415000000000001 0.087695000000000009
decision_type=2 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 -3 -5 6 7 -6 9 -7 -10 14 13 -13 17 18 -17 19 -16 -2 -19
right_child=1 3 -4 4 5 8 -8 -9 10 -11 -12 12 -14 -15 15 16 -18 20 -20 -21 -22
leaf_value=0.0013286042340920163 0.00025740941890073978 -0.00075702860095733216 0.0013820092295193686 0.0007093716785618097 1.4960145914620829e-05 0.00096767803779442365 -0.00080850603974935253 -0.00059423267630953147 -0.00061052858741389654 2.3763464578551189e-05 0.00059066071869966512 5.2769169588326437e-05 0.00019006064639208719 -0.0010141553424106442 -0.00092276785043328468 0.0006791310714960643 -0.00020575764893680128 -0.00035469365324614468 -8.068611441636705e-06 0.0010592099734598691 0.00019626520850776473
leaf_weight=51 75 46 91 65 987 86 62 182 121 1100 47 65 67 54 61 86 100 64 57 56 209
leaf_count=51 75 46 91 65 987 86 62 182 121 1100 47 65 67 54 61 86 100 64 57 56 209
internal_value=0 2.65803e-05 0.00016853 -2.49784e-05 -1.19622e-05 -3.04169e-05 -0.000116582 -7.9184e-05 4.7316e-05 9.28995e-05 -0.000269609 4.4095e-05 -0.000198726 -0.000424502 0.000109043 -6.49273e-05 0.000198983 0.000241978 -0.000487859 0.000606413 6.4104e-05
internal_weight=0 3681 985 2696 2650 2585 1231 1169 1354 1186 168 894 186 119 708 304 186 404 118 131 273
internal_count=3732 3681 985 2696 2650 2585 1231 1169 1354 1186 168 894 186 119 708 304 186 404 118 131 273
is_linear=0
shrinkage=0.0995203


Tree=6630
num_leaves=22
num_cat=0
split_feature=17 18 3 18 2 2 17 0 2 9 9 9 3 9 2 2 2 9 17 11 0
split_gain=0.00828402 0.00248274 0.0148946 0.00510233 0.00193312 0.00355234 0.00710363 0.00181708 0.00321356 0.00162989 0.00508541 0.00227117 0.00536659 0.00399574 0.00237454 0.00961039 0.00819964 0.00214226 0.00218045 0.00227201 0.00215912
threshold=-0.57205499999999987 -0.081614999999999993 0.082130000000000022 -0.08428999999999999 -0.087444999999999995 -0.086304999999999993 0.016900000000000005 -0.085474999999999982 -0.096664999999999987 0.08938500000000002 0.08895500000000002 0.09091500000000001 0.089655000000000026 0.09143500000000003 -0.071344999999999992 -0.06717999999999999 -0.073884999999999992 0.088215000000000016 -0.24445500000000001 -0.23667999999999997 -0.085349999999999995
decision_type=2 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 7 -6 -7 -4 -9 10 17 12 -11 -13 16 -16 -15 18 -3 -20 -19
right_child=1 9 3 -5 5 6 -8 8 -10 11 -12 13 -14 14 15 -17 -18 20 19 -21 -22
leaf_value=0.001275839825661087 0.0017498060305329137 -0.00058725796190705053 0.00022045915820095486 0.0010201328704504038 0.00074466926127831029 0.00011985346428162311 -0.0011465934215824987 -2.0811437419234312e-05 -0.00088297196002753552 -0.00038963958629855007 -0.0010493222887689648 -0.00085088570060584635 0.00094086577668603226 5.5344391956675176e-05 -0.0012897992054163999 0.00010923608404545971 0.0012956181943622415 0.00088913944259640782 0.00055600620344950155 -8.4196287561970267e-05 -2.46873929912559e-05
leaf_weight=53 55 82 62 52 74 508 48 101 77 46 53 50 83 520 60 253 59 46 57 1339 54
leaf_count=53 55 82 62 52 74 508 48 101 77 46 53 50 83 520 60 253 59 46 57 1339 54
internal_value=0 2.21972e-05 0.000158278 6.24503e-05 4.26851e-06 9.67533e-05 9.04748e-06 -0.000235093 -0.000398368 -2.67043e-05 -8.95567e-05 6.82479e-05 0.000460076 1.37208e-05 6.31031e-05 -0.000156334 0.000183142 -5.68025e-05 -8.74165e-05 -5.74698e-05 0.000387487
internal_weight=0 3679 977 922 870 630 556 240 178 2702 1631 1071 129 942 892 313 579 1578 1478 1396 100
internal_count=3732 3679 977 922 870 630 556 240 178 2702 1631 1071 129 942 892 313 579 1578 1478 1396 100
is_linear=0
shrinkage=0.0995203


Tree=6631
num_leaves=22
num_cat=0
split_feature=18 9 9 3 9 9 21 26 26 9 0 5 2 2 5 2 2 18 9 23 24
split_gain=0.00789683 0.00236314 0.0194176 0.0237638 0.00387617 0.0023228 0.00176429 0.00334403 0.0140112 0.00689219 0.00289948 0.00153424 0.00131604 0.00780264 0.00300417 0.00370438 0.00531878 0.00357643 0.00182985 0.00144154 0.00205046
threshold=0.31227500000000008 0.087825000000000028 0.088325000000000028 0.08844500000000001 0.088710000000000025 0.08758500000000001 0.095375000000000029 0.089545000000000027 0.090715000000000032 0.089435000000000028 -0.09937 0.40898000000000007 -0.086050000000000001 -0.085374999999999993 -0.018754999999999997 -0.087614999999999985 -0.086934999999999998 -0.0086449999999999982 0.085765000000000022 -0.022119999999999997 0.083550000000000027
decision_type=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 -4 12 7 9 -9 -6 -8 -12 14 -14 17 18 -17 -1 -16 -15 -21
right_child=-2 2 4 -5 6 -7 10 8 -10 -11 11 -13 13 19 15 16 -18 -19 -20 20 -22
leaf_value=-0.00091659133348791005 0.0012312185937811441 0.0031130747235910933 -0.00071943423300786509 5.9734962608762031e-06 -0.0012493651148546554 -0.00074649830472990771 0.0007959857661274986 0.0015393708202698676 -1.8138636943162979e-05 -7.0310554585548447e-05 -8.8399284734715371e-05 0.00033751433623377527 -0.0011955013666298836 0.00038430569712127931 -0.00018393635814817531 0.0014705325774115937 0.00018294471423800898 0.00012980513939502149 0.00052229339947851196 -3.3119161827186145e-05 -0.00062970415425310511
leaf_weight=54 54 46 67 53 57 47 74 63 612 369 182 152 60 76 149 51 89 78 48 1291 60
leaf_count=54 54 46 67 53 57 47 74 63 612 369 182 152 60 76 149 51 89 78 48 1291 60
internal_value=0 1.84722e-05 0.000105872 0.00145795 2.04185e-05 -5.42066e-05 5.38107e-05 -1.09877e-05 0.000126016 -0.000229993 0.000230678 0.000102979 -3.71532e-05 -8.33091e-05 0.000107442 0.000266355 0.000657842 -0.000292065 -7.70453e-06 -3.59719e-05 -6.02204e-05
internal_weight=0 3678 1675 99 1576 2003 1509 1101 675 426 408 334 1956 1487 469 337 140 132 197 1427 1351
internal_count=3732 3678 1675 99 1576 2003 1509 1101 675 426 408 334 1956 1487 469 337 140 132 197 1427 1351
is_linear=0
shrinkage=0.0995203


Tree=6632
num_leaves=11
num_cat=0
split_feature=29 7 10 17 17 8 0 27 20 17
split_gain=0.00388112 0.00253638 0.00253485 0.00217289 0.0138444 0.00297597 0.00254554 0.00182959 0.0017541 0.00141356
threshold=-0.14715999999999999 -0.074334999999999998 0.090150000000000022 -0.15450999999999998 -0.17385999999999999 -0.51030999999999993 0.12387500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 -0.040589999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 8 -7 -3 -9
right_child=1 2 -4 5 -6 7 -8 9 -10 -11
leaf_value=0.00089958284395869417 -0.00058540021229253731 4.2132581250321897e-05 -0.00058434302734738431 0.00068375083898436842 0.0017941051045213291 -0.00056288904792177886 0.00071334898896469327 -0.00015007629838163151 -0.0004989302319613623 8.8073050738275965e-06
leaf_weight=46 77 511 74 56 48 67 51 767 67 1973
leaf_count=46 77 511 74 56 48 67 51 767 67 1973
internal_value=0 -2.00635e-05 -7.79193e-06 4.02903e-06 0.000164576 -3.36488e-05 3.89225e-05 -4.82527e-05 -1.91695e-05 -3.53697e-05
internal_weight=0 3691 3614 3540 677 2863 629 2807 578 2740
internal_count=3737 3691 3614 3540 677 2863 629 2807 578 2740
is_linear=0
shrinkage=0.0995203


Tree=6633
num_leaves=21
num_cat=0
split_feature=30 6 10 4 17 3 0 2 1 1 2 1 6 0 21 17 5 5 18 8
split_gain=0.00233335 0.00242968 0.00351346 0.00301117 0.00507763 0.00333331 0.00584832 0.00291244 0.00200422 0.0123879 0.00221285 0.0050595 0.00403268 0.0041157 0.0036884 0.003574 0.0027598 0.00178598 0.00182758 0.000687047
threshold=0.10801000000000002 -0.14765999999999999 0.090150000000000022 0.081905000000000019 -0.047785000000000001 0.11523000000000001 -0.14795 -0.0097149999999999997 -0.094454999999999997 -0.10771499999999999 -0.0043799999999999993 0.15756500000000004 -0.083069999999999991 -0.14075499999999999 0.089125000000000024 0.047990000000000012 -0.14822499999999997 0.44834500000000005 -0.14624999999999996 -0.080659999999999996
decision_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 6 -5 -7 9 17 11 16 14 -14 -12 -13 -10 18 -3 -8
right_child=-2 2 -4 5 -6 7 19 -9 10 -11 12 15 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0 0.00048978102196935332 -0.00057402830901121774 -0.00082020231310088692 0.0010553762322616485 -0.001449829654109335 0.00010736034258284416 -0.00049370387968048954 -0.00083439321562243625 -0.00063344119945708474 0.0015309302062334136 8.0384311797592843e-06 3.1767802875153563e-05 0.00045561221095123986 -0.00051846135278442527 -0.0010736053962539923 0.0010671048681252398 1.1821802570544318e-06 0.00046600961846695216 2.7102645090555689e-05 1.5806533140342977e-05
leaf_weight=46 91 58 50 54 49 52 49 81 70 61 47 62 102 74 85 75 2150 77 354 50
leaf_count=46 91 58 50 54 49 52 49 81 70 61 47 62 102 74 85 75 2150 77 354 50
internal_value=0 -2.02717e-05 7.23683e-06 -0.000258156 -0.000744863 -9.36249e-05 0.000219537 -0.000460034 2.03599e-05 0.000193434 -1.50519e-05 1.74043e-05 -0.000266084 4.14072e-05 -0.000682273 0.000604534 -1.84597e-05 2.4915e-05 -5.55357e-05 -0.000228107
internal_weight=0 3646 3265 381 95 286 153 133 3215 550 2665 2357 308 176 132 137 2220 489 412 99
internal_count=3737 3646 3265 381 95 286 153 133 3215 550 2665 2357 308 176 132 137 2220 489 412 99
is_linear=0
shrinkage=0.0995203


Tree=6634
num_leaves=11
num_cat=0
split_feature=29 7 10 7 1 1 9 9 9 9
split_gain=0.00304512 0.00208399 0.00164677 0.00202271 0.00219613 0.00959822 0.00176344 0.00317114 0.00175218 0.00161903
threshold=-0.14715999999999999 -0.074334999999999998 0.090150000000000022 0.082295000000000021 -0.094454999999999997 -0.10771499999999999 0.11408000000000003 0.10892000000000003 0.13642500000000005 0.095415000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 9 7 -6 -8 -3
right_child=1 2 -4 -5 6 -7 8 -9 -10 -11
leaf_value=0.00079759512691195513 -0.00052943798063925123 -3.4818832323193641e-05 -0.00047058826694214013 -0.00046183482895318197 -2.0011035500711371e-05 0.0013785716434521801 0.00050482666010016951 -0.00075217061260747541 -0.00018257737957486301 0.00047897358788724604
leaf_weight=46 77 377 74 90 2710 61 119 60 51 72
leaf_count=46 77 377 74 90 2710 61 119 60 51 72
internal_value=0 -1.70025e-05 -5.85801e-06 3.62545e-06 1.60052e-05 0.000206769 -1.68081e-05 -3.61656e-05 0.00029379 4.57479e-05
internal_weight=0 3691 3614 3540 3450 510 2940 2770 170 449
internal_count=3737 3691 3614 3540 3450 510 2940 2770 170 449
is_linear=0
shrinkage=0.0995203


Tree=6635
num_leaves=21
num_cat=0
split_feature=29 8 8 5 9 8 6 7 2 8 1 8 5 9 9 9 5 19 6 5
split_gain=0.00246973 0.00184351 0.00568961 0.0154317 0.00433595 0.00793454 0.00808537 0.00355599 0.00296574 0.0027286 0.00432461 0.00309544 0.00223443 0.00221907 0.00265341 0.00339528 0.00243672 0.0021668 0.00202156 0.00160009
threshold=-0.14715999999999999 -0.080364999999999992 -0.082419999999999993 0.064585000000000017 0.09055500000000001 -0.081915000000000002 0.085120000000000015 -0.074334999999999998 0.12610000000000002 -0.083504999999999982 -0.077429999999999985 -0.083944999999999992 -0.49053999999999998 0.11408000000000003 0.10892000000000003 0.10464500000000003 -0.081415000000000001 0.10876500000000001 0.10538000000000002 -0.52356999999999998
decision_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 -4 -7 -3 13 11 -11 12 19 14 15 -9 -15 -14 -18 -2
right_child=1 7 3 -5 -6 6 -8 8 -10 10 -12 -13 17 16 -16 -17 18 -19 -20 -21
leaf_value=0.00071821836228547263 7.874211572046587e-05 -0.00095052812268386238 0.00086466007724009947 0.0021412632844972556 0.00093096915459043228 0.00034969921151505181 -0.0013599821875407651 -0.00012720723829020341 0.00062361160055322297 -0.001230325688640733 3.528531513431413e-05 0.00074501024823827038 -8.7641088047697032e-05 0.00082040129806204825 -0.00078651709204611566 0.00066725838282064986 0.00032676952862483003 0.00038541233387730229 -0.00051331169328181674 0.00082417194441296554
leaf_weight=46 71 46 54 46 51 48 62 1475 60 46 61 56 1175 52 58 55 74 104 46 51
leaf_count=46 71 46 54 46 51 48 62 1475 60 46 61 56 1175 52 58 55 74 104 46 51
internal_value=0 -1.53766e-05 5.54713e-05 0.000485721 0.000127704 -0.0001171 -0.000606498 -8.51066e-05 -6.27835e-05 -1.58052e-05 -0.000501159 1.92766e-05 -9.14775e-06 -8.66485e-05 -0.000123772 -9.81129e-05 0.000251334 -4.85354e-05 0 0.000397066
internal_weight=0 3691 1825 261 215 164 110 1866 1820 1564 107 1457 1401 1760 1588 1530 172 1279 120 122
internal_count=3737 3691 1825 261 215 164 110 1866 1820 1564 107 1457 1401 1760 1588 1530 172 1279 120 122
is_linear=0
shrinkage=0.0995203


Tree=6636
num_leaves=26
num_cat=0
split_feature=2 2 9 3 3 8 21 2 3 5 26 9 18 18 27 2 2 26 10 9 3 3 17 10 0
split_gain=0.00193542 0.00938068 0.0235944 0.00221378 0.0182458 0.0226973 0.00401058 0.00297388 0.00288245 0.00207395 0.00360037 0.00351581 0.00254085 0.00183334 0.00173892 0.00215509 0.00473418 0.00386903 0.00126253 0.00484314 0.00376315 0.00348649 0.00124108 0.00111945 0.000983375
threshold=-0.087359999999999993 -0.089054999999999995 0.084380000000000024 0.087625000000000022 0.088055000000000022 -0.084554999999999991 -0.014264999999999998 -0.086304999999999993 0.088605000000000017 -0.092239999999999989 0.090715000000000032 0.084835000000000022 0.086800000000000016 -0.120155 0.10758500000000003 -0.075899999999999995 -0.073884999999999992 0.11861500000000001 0.086275000000000018 0.098720000000000016 0.10457000000000002 0.09587500000000003 -0.14169499999999999 0.078065000000000023 -0.093765000000000001
decision_type=2 2 2 2 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 6 5 -5 -2 -8 -6 12 11 -11 24 23 15 17 -17 -10 20 -20 21 22 -15 -1 -9
right_child=3 2 -4 4 8 -7 7 9 14 10 -12 -13 -14 18 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.00010135461003543356 0.00089563586830673672 0.00011044949687588992 -0.0026951237899061572 -0.0029503330780582945 0.00052973700773452283 0.00012699249895895196 -0.00051574939502678908 0.0003818138249951224 3.3182039028832866e-06 0.00036915248770038949 0.00090487335809279635 -0.0001985382526207535 -0.00071062294340131101 -0.00032810738186737123 0.00049220649626547926 -0.00087095728084677357 -8.8489066430570693e-05 0.0008443330221718986 0.00095501892022490124 -0.00032975732614631793 -0.00068705967955900061 0.00087437839613075611 9.0804109899166556e-05 -0.00080337822129336242 -0.00015931613494142617
leaf_weight=49 60 74 49 48 91 46 82 59 688 244 67 192 58 103 58 83 1060 59 58 57 78 47 215 47 74
leaf_count=49 60 74 49 48 91 46 82 59 688 244 67 192 58 103 58 83 1060 59 58 57 78 47 215 47 74
internal_value=0 -0.000202836 -0.00100056 -2.59364e-05 -7.99596e-05 -0.0014357 0.000110921 4.91922e-05 -1.7057e-05 0.000117123 0.000223818 0.000117283 -0.000159573 -5.15534e-05 -4.30206e-05 -5.98787e-05 -0.000146025 7.08397e-05 1.61457e-05 0.000311098 -5.85743e-05 7.34894e-05 -4.23068e-05 -0.000453581 7.4579e-05
internal_weight=0 777 123 2969 2133 94 836 776 2039 694 503 436 191 654 1948 1890 1143 747 558 115 443 365 318 96 133
internal_count=3746 777 123 2969 2133 94 836 776 2039 694 503 436 191 654 1948 1890 1143 747 558 115 443 365 318 96 133
is_linear=0
shrinkage=0.0995203


Tree=6637
num_leaves=29
num_cat=0
split_feature=29 2 5 5 4 6 1 9 1 9 3 3 3 5 6 9 2 9 8 2 8 8 2 9 2 17 0 0
split_gain=0.00208431 0.00246493 0.00184099 0.0129951 0.00245384 0.00246211 0.00207302 0.00359834 0.0293636 0.00957407 0.00310321 0.00722984 0.00398284 0.00207599 0.00332026 0.00289265 0.00198333 0.00483892 0.0104847 0.00436498 0.00321342 0.00384264 0.00377292 0.00226292 0.00218846 0.00182728 0.00144322 0.00463272
threshold=-0.085039999999999991 -0.026175 0.064585000000000017 0.070325000000000013 0.10845500000000002 0.10737000000000003 -0.083684999999999996 0.083925000000000013 -0.03694999999999999 0.084345000000000017 0.086965000000000028 0.090695000000000012 0.085355000000000028 -0.041054999999999994 0.11690000000000002 0.11351500000000002 -0.08569499999999998 0.083925000000000013 -0.085764999999999994 -0.086440000000000003 -0.082244999999999999 -0.087129999999999999 -0.082644999999999982 0.084485000000000018 -0.087444999999999995 -0.013885 -0.084534999999999985 -0.08076499999999999
decision_type=2 2 2 2 2 2 2 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 26 16 8 -8 -9 12 -12 -10 15 -15 -11 17 18 -2 24 21 23 -22 -18 -19 -24 -5 -28
right_child=2 -3 3 4 -6 -7 7 9 10 13 11 -13 -14 14 -16 -17 20 19 -20 -21 22 -23 25 -25 -26 -27 27 -29
leaf_value=0.00081012587048979968 -0.00048258159691954607 -5.0404554462011102e-05 -0.001741782502321106 -0.00051999734004341456 -0.00071629506774070284 0.00051215396067288716 -0.0026944479070781097 0.0013361447859622105 -1.1142581817318022e-05 0.00011006760624221497 -0.0013088530032042173 -8.1384450284153434e-05 0.0010603709749050282 -0.00010546185614835066 -0.00090066696520401637 -0.00045487704734866157 0.00085411915184807749 -0.00039515764324124893 0.001538357570812733 -0.0011958621155920529 0.0013899726057509973 -0.00076212710583885583 0.00071441388224829894 -5.6044920685180236e-05 0.00045674516471719571 -0.00014266078087517755 0.00085958198206378066 -0.00014337232036245847
leaf_weight=59 52 71 51 75 59 70 46 52 130 853 54 414 46 477 59 100 46 78 49 47 47 46 49 62 48 47 50 509
leaf_count=59 52 71 51 75 59 70 46 52 130 853 54 414 46 477 59 100 46 78 49 47 47 46 49 62 48 47 50 509
internal_value=0 0.000333847 -7.08338e-05 -0.000202773 -9.88307e-05 -4.59201e-05 -3.22124e-05 -7.57546e-05 -0.000264673 8.30473e-06 -8.98468e-05 -0.000224765 0.000264261 -3.75174e-05 -0.000194521 4.99279e-05 0.000136481 -5.40831e-05 0.000489769 -0.000376324 0.000315045 0 0.000654755 0.000324038 -6.41262e-05 0.000286277 -0.000108828 -5.21981e-05
internal_weight=0 130 3616 814 763 704 2802 2231 690 1541 644 468 176 1489 536 953 571 274 101 173 297 154 143 108 126 96 634 559
internal_count=3746 130 3616 814 763 704 2802 2231 690 1541 644 468 176 1489 536 953 571 274 101 173 297 154 143 108 126 96 634 559
is_linear=0
shrinkage=0.0995203


Tree=6638
num_leaves=23
num_cat=0
split_feature=1 1 17 3 3 26 17 8 8 2 29 3 8 5 2 8 8 9 0 26 17 0
split_gain=0.00172106 0.00931932 0.00210654 0.00221813 0.00392136 0.00217684 0.00187452 0.00186486 0.014788 0.00479128 0.00183461 0.00171717 0.00249665 0.00181893 0.00168584 0.00182562 0.00201253 0.00154542 0.00191325 0.00217813 0.00150492 0.000712702
threshold=-0.092954999999999996 -0.096749999999999989 -0.14169499999999999 0.081685000000000021 0.088385000000000033 0.0054200000000000012 -0.21387500000000001 -0.099434999999999996 -0.11061499999999999 0.11995000000000003 -0.085039999999999991 0.11896500000000003 -0.39070999999999995 -0.13955999999999999 0.097745000000000012 -0.089984999999999996 -0.088520000000000001 0.095950000000000021 0.11291000000000002 0.084355000000000027 -0.0020399999999999997 0.042275000000000014
decision_type=2 2 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 21 17 8 11 10 -9 13 -13 -2 15 20 -17 18 19 -1 -12 -6
right_child=7 -3 3 4 5 -7 -8 9 -10 -11 14 12 -14 -15 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.00063801511561756936 -7.3613652386579344e-05 -0.001521187923730957 -0.00048209654080405166 0.0009432157837192314 -3.2208539074971857e-05 0.00047882540444964608 -0.00080681651793641145 0.00046738235164560328 -0.0017527521339363633 -0.00080598367934031189 0.00044840493716550119 -0.00055840223491771359 0.00032469249236194604 0.00056643846079354172 0.00047727673115036541 -0.00051259077131285272 -1.2613029652494508e-05 -0.00062065209795444736 0.00053532713202924392 0.00018635093549019936 -6.9863538870366476e-06 -0.0005508458353451237
leaf_weight=61 86 49 52 58 66 61 55 91 54 70 153 86 49 86 75 83 2170 53 47 64 129 48
leaf_count=61 86 49 52 58 66 61 55 91 54 70 153 86 49 86 75 83 2170 53 47 64 129 48
internal_value=0 -0.000203579 -8.78597e-05 0.000100499 0.000234034 0 -0.000282506 -2.09128e-05 -0.000233735 6.51781e-06 2.7878e-05 3.07872e-05 -0.000231808 0.000241653 1.22406e-05 -1.19496e-06 -3.13955e-05 -0.000150702 -1.13273e-06 -0.000209391 0.000237185 -0.000257763
internal_weight=0 614 565 285 233 175 280 3132 361 2771 2701 307 135 172 2610 2535 2253 225 172 125 282 114
internal_count=3746 614 565 285 233 175 280 3132 361 2771 2701 307 135 172 2610 2535 2253 225 172 125 282 114
is_linear=0
shrinkage=0.0995203


Tree=6639
num_leaves=27
num_cat=0
split_feature=1 1 9 1 9 1 18 0 0 1 9 6 6 2 22 5 5 17 17 1 4 9 4 4 18 4
split_gain=0.00156221 0.00708042 0.00174073 0.00919468 0.00332275 0.00216618 0.00597811 0.00512623 0.00518404 0.00202843 0.0113722 0.00501789 0.0085465 0.00472767 0.00154492 0.00138818 0.00389518 0.00252192 0.0014659 0.00310224 0.00133507 0.00421868 0.00311544 0.00261282 0.002366 0.0039631
threshold=-0.095674999999999996 -0.10771499999999999 0.083875000000000019 -0.074694999999999998 0.084055000000000032 -0.076329999999999995 0.11769500000000002 -0.087184999999999999 -0.086304999999999993 -0.07002499999999999 0.093535000000000021 0.11816500000000002 0.11229000000000001 -0.074304999999999996 0.11383500000000003 -0.019465 -0.052494999999999993 -0.065004999999999993 -0.24445500000000001 -0.018369999999999997 0.10777500000000002 0.098465000000000011 0.11706000000000001 0.10343500000000001 -0.13579499999999997 0.086545000000000025
decision_type=2 2 2 2 2 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 -2 -4 6 7 -6 -9 10 -7 12 -11 -13 15 16 17 -5 -17 -20 21 23 -22 24 -1 -26
right_child=2 -3 4 14 5 9 -8 8 -10 11 -12 13 -14 -15 -16 18 -18 -19 19 -21 22 -23 -24 -25 25 -27
leaf_value=-0.00056156186986217516 -0.0010967277581425793 -0.0013175755797595935 0.00077089747234134203 -0.00057481080458486795 0.00099794102039184448 0.00059811628596025482 0.001179465355530124 -0.00090871043452704972 8.0660065868218774e-05 -3.6810059110066303e-05 -0.0013805608982610967 -0.00020055703196339138 -0.0013918640188227149 0.00098494928918491207 -0.00055857501743799274 -0.000162868214013596 -0.00093725385800566758 9.8298936081214129e-05 0.0010689685297786734 9.3590579953523807e-05 -0.0010185955925740892 0.00088047100353867442 7.0267129311787227e-05 -0.00080561744449552872 -0.00015409749418241291 0.0006642713226936225
leaf_weight=64 89 51 58 64 54 53 52 58 546 1217 62 52 48 88 51 70 48 397 46 116 46 47 57 48 177 87
leaf_count=64 89 51 58 64 54 53 52 58 546 1217 62 52 48 88 51 70 48 397 46 116 46 47 57 48 177 87
internal_value=0 -0.000196839 -1.83674e-05 -0.000137387 2.71036e-05 7.39113e-06 0.000151232 6.87295e-05 -1.29904e-05 -5.92592e-05 -0.00046153 -2.57505e-05 -8.88743e-05 0.000538771 -2.85486e-05 6.82623e-06 -8.39911e-05 3.07622e-06 0.000209605 0.000375603 -8.66185e-05 -6.40924e-06 -0.000408073 -0.000119447 -1.65354e-05 0.000112491
internal_weight=0 577 3169 881 2288 2230 710 658 604 1520 115 1405 1265 140 792 741 509 461 232 162 526 423 103 376 328 264
internal_count=3746 577 3169 881 2288 2230 710 658 604 1520 115 1405 1265 140 792 741 509 461 232 162 526 423 103 376 328 264
is_linear=0
shrinkage=0.0995203


Tree=6640
num_leaves=8
num_cat=0
split_feature=2 9 1 24 0 5 29
split_gain=0.00617599 0.00509684 0.0028111 0.00207911 0.00223361 0.00201032 0.00140739
threshold=-0.24151999999999998 0.14805500000000002 -0.52333999999999992 0.084270000000000025 -0.233955 0.5252300000000002 0.12175500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -6
right_child=1 -3 3 -5 5 -7 -8
leaf_value=-0.00088994285331319822 -0.00062594265753428786 -0.00081694581434660167 -0.0005740632774048932 0.00050122470196585392 -1.2447143065215732e-05 0.00054686052334355884 -0.00056746182278048904
leaf_weight=87 75 82 71 77 3254 63 46
leaf_count=87 75 82 71 77 3254 63 46
internal_value=0 -4.08645e-05 -2.28897e-05 -9.77449e-06 -2.14709e-05 -9.56112e-06 -2.04318e-05
internal_weight=0 3668 3586 3511 3434 3363 3300
internal_count=3755 3668 3586 3511 3434 3363 3300
is_linear=0
shrinkage=0.0995203


Tree=6641
num_leaves=10
num_cat=0
split_feature=17 18 29 1 5 4 24 29 27
split_gain=0.00596048 0.0078058 0.00412969 0.00263266 0.00382406 0.00302068 0.00191672 0.00134213 0.00152276
threshold=-0.56005499999999986 -0.060544999999999995 -0.11373499999999999 -0.49367499999999997 0.5252300000000002 0.087155000000000024 0.084270000000000025 0.12175500000000002 -0.032854999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 6 -4 7 8 -5
right_child=2 -3 3 4 -6 -7 -8 -9 -10
leaf_value=0.00010195082099473216 -0.00088978080444750954 -0.0016272596884202343 0 0.00045662316648222007 0.0008606362023101514 -0.00092589403437609596 0.00047760490852500877 -0.0005451239560579932 -2.9386956704167554e-05
leaf_weight=48 55 54 70 65 50 67 76 49 3221
leaf_count=48 55 54 70 65 50 67 76 49 3221
internal_value=0 -0.000805488 -3.35879e-05 -2.02723e-05 -3.09704e-06 -0.000448193 -1.5998e-05 -2.7492e-05 -1.95241e-05
internal_weight=0 102 3653 3598 3461 137 3411 3335 3286
internal_count=3755 102 3653 3598 3461 137 3411 3335 3286
is_linear=0
shrinkage=0.0995203


Tree=6642
num_leaves=11
num_cat=0
split_feature=17 4 30 1 5 4 24 0 4 21
split_gain=0.00482146 0.00755973 0.00346942 0.00230852 0.00308604 0.00262207 0.00167824 0.00176555 0.00309292 0.00183901
threshold=-0.56005499999999986 0.097375000000000017 0.11901000000000002 -0.49367499999999997 0.5252300000000002 0.087155000000000024 0.084270000000000025 -0.23032 0.090805000000000011 -0.023324999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -2 7 8 -5 -9
right_child=2 -3 -4 4 -6 -7 -8 9 -10 -11
leaf_value=8.466448313038516e-05 0 -0.0016164808221768175 -0.00078107239369038808 -0.00098606654317686445 0.00077498552247726941 -0.00085686239231701493 0.00046224441050001365 0.00021367830309691749 2.8078851447015088e-05 -3.4592956227683078e-05
leaf_weight=53 76 49 60 51 50 68 72 329 68 2879
leaf_count=53 76 49 60 51 50 68 72 329 68 2879
internal_value=0 -0.000724527 -3.0228e-05 -1.74617e-05 -9.23809e-07 -0.000407881 -1.25785e-05 -2.31002e-05 -0.000399676 -8.87604e-06
internal_weight=0 102 3653 3593 3449 144 3399 3327 119 3208
internal_count=3755 102 3653 3593 3449 144 3399 3327 119 3208
is_linear=0
shrinkage=0.0995203


Tree=6643
num_leaves=12
num_cat=0
split_feature=1 10 4 5 5 18 11 10 21 21 21
split_gain=0.00344971 0.00603301 0.00333441 0.00293201 0.0034513 0.00163907 0.00134131 0.00133599 0.00113958 0.00361179 0.00204939
threshold=-0.42149500000000001 0.086165000000000019 0.15730000000000002 0.2686150000000001 0.18340500000000004 -0.47082499999999999 -0.23667999999999997 0.091445000000000026 0.11987500000000002 0.13276500000000005 0.094920000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 -2 -7 8 10 -10 -8
right_child=2 -3 -4 -5 -6 6 7 -9 9 -11 -12
leaf_value=3.8676595113768744e-05 0.00057053066181128457 -0.0013220950848459997 -0.00084212692514171964 0.00026902743712706889 -0.0010584530745381697 0.00048112132473009231 -4.8207607707035533e-05 0.00048658709100994336 -0.00078561871467073511 3.5857251053703887e-05 0.00018351478411384316
leaf_weight=57 48 55 48 92 54 53 2625 50 80 152 441
leaf_count=57 48 55 48 92 54 53 2625 50 80 152 441
internal_value=0 -0.000395729 -1.82345e-05 -0.00014071 -0.000487687 -6.53098e-06 -1.4916e-05 -2.3013e-05 -3.09871e-05 -0.000243882 -1.46107e-05
internal_weight=0 258 3497 203 111 3449 3401 3348 3298 232 3066
internal_count=3755 258 3497 203 111 3449 3401 3348 3298 232 3066
is_linear=0
shrinkage=0.0995203


Tree=6644
num_leaves=14
num_cat=0
split_feature=10 2 17 8 8 2 20 1 2 20 8 20 18
split_gain=0.00444062 0.00604197 0.00542919 0.00209403 0.00285931 0.00178545 0.00141589 0.00292839 0.00207685 0.00198836 0.00350634 0.00250824 0.000910603
threshold=0.08821500000000003 -0.16935999999999998 -0.56005499999999986 0.24853500000000003 0.10228000000000002 -0.096664999999999987 -0.042414999999999994 0.40780000000000011 -0.096664999999999987 -0.0094199999999999996 -0.083674999999999986 -0.0064400000000000004 -0.026374999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 4 6 -6 7 8 -4 10 -8 -11 -1
right_child=1 -3 3 -5 5 -7 9 -9 -10 11 -12 -13 -14
leaf_value=0.00045265799322278855 -0.0014331061219108085 3.6857203301834931e-05 0.00046664918822934999 -0.00055476845543478198 0.00016440003054506717 0.00097715368112347742 0.0010778623428049402 -0.00082952450368528282 -7.1491648947930885e-05 -0.00059934512069567756 0 6.3424910972984623e-05 0.001118883334648151
leaf_weight=46 48 63 76 60 64 50 52 48 1042 58 69 2028 47
leaf_count=46 48 63 76 60 64 50 52 48 1042 58 69 2028 47
internal_value=0 -0.000591428 4.72271e-05 2.73074e-05 3.75578e-05 0.000528052 2.07375e-05 -6.76211e-05 -3.41774e-05 6.77899e-05 0.000460733 4.46045e-05 0.000798155
internal_weight=0 111 3640 3547 3487 114 3373 1166 1118 2207 121 2086 93
internal_count=3751 111 3640 3547 3487 114 3373 1166 1118 2207 121 2086 93
is_linear=0
shrinkage=0.0995203


Tree=6645
num_leaves=11
num_cat=0
split_feature=10 9 10 8 8 0 25 0 20 2
split_gain=0.00362843 0.00612045 0.00245304 0.00175955 0.00213004 0.0032168 0.00142968 0.00178055 0.0034862 0.00167022
threshold=0.087870000000000018 0.098465000000000011 0.085705000000000017 0.24853500000000003 0.099175000000000027 -0.066264999999999991 0.096120000000000025 -0.23032 -0.042414999999999994 0.09556000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 8 -1 -9
right_child=1 -3 -4 -5 5 -7 -8 9 -10 -11
leaf_value=-0.00092490977355830456 -0.001354294597395314 8.1544427769898785e-05 0.00076623002592733939 -0.00049955777661175827 -8.5677312170806606e-05 0.00093127944779681669 0.00053682378003963235 9.3876557165171219e-06 0.00011148491118578339 0.00024150691489095916
leaf_weight=57 50 69 46 60 56 65 54 2878 71 345
leaf_count=57 50 69 46 60 56 65 54 2878 71 345
internal_value=0 -0.00051487 4.32729e-05 3.37708e-05 4.30783e-05 0.000453856 2.82405e-05 1.98006e-05 -0.000343639 3.44884e-05
internal_weight=0 119 3632 3586 3526 121 3405 3351 128 3223
internal_count=3751 119 3632 3586 3526 121 3405 3351 128 3223
is_linear=0
shrinkage=0.0995203


Tree=6646
num_leaves=14
num_cat=0
split_feature=22 22 2 4 4 17 20 20 20 4 20 26 27
split_gain=0.00143891 0.00147384 0.00132372 0.00708088 0.00320679 0.00276985 0.00186891 0.00389944 0.00278004 0.00384538 0.0032348 0.0014407 0.000514437
threshold=0.13240000000000005 0.11657000000000002 -0.15012499999999998 0.10386500000000003 0.089860000000000023 -0.55286000000000002 -0.012970000000000001 -0.0081349999999999981 -0.09638999999999999 0.10845500000000002 -0.088774999999999993 -0.091484999999999997 0.07784000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 -4 8 -8 9 -7 -10 -9 -1
right_child=-2 -3 5 -5 -6 6 7 11 10 -11 -12 -13 -14
leaf_value=9.0136270404000913e-05 0.00054834902405096711 -0.00054369812036907128 0.00069855860260296997 -0.00092933413952602439 0.00086046323126390029 0.0004097968617586547 0.0007807925355133781 -0.00029418343349996699 -0.00080452571122511748 -0.00048713293854877406 -9.572759341334567e-05 7.8318918778297886e-05 -0.00033350993925922992
leaf_weight=58 51 46 62 86 49 215 77 108 69 60 932 1886 52
leaf_count=58 51 46 62 86 49 215 77 108 69 60 932 1886 52
internal_value=0 1.54041e-05 2.26667e-05 -0.000200229 0.000188982 3.8926e-05 2.64623e-05 8.50115e-05 -6.79238e-05 0.000211126 -0.000145404 5.77327e-05 -0.000102691
internal_weight=0 3700 3654 245 159 3409 3347 2071 1276 275 1001 1994 110
internal_count=3751 3700 3654 245 159 3409 3347 2071 1276 275 1001 1994 110
is_linear=0
shrinkage=0.0995203


Tree=6647
num_leaves=13
num_cat=0
split_feature=29 6 20 18 26 20 20 0 9 4 20 2
split_gain=0.00121778 0.0023495 0.00174211 0.00232901 0.00308267 0.00147474 0.00173435 0.00424408 0.00345314 0.00522488 0.00459722 0.00258221
threshold=0.096845000000000028 -0.093749999999999986 -0.24910499999999999 0.23251500000000005 0.090095000000000022 -0.15398499999999998 -0.049534999999999996 -0.229625 0.083925000000000013 0.10386500000000003 -0.010035000000000001 0.12875500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4 7 -7 10 -10 -8 -9
right_child=1 -3 3 4 -6 6 8 11 9 -11 -12 -13
leaf_value=0.00052590876944888943 0.00018297614064336857 -0.00077784293396312239 0.00048667323079878391 -0.0010280299046928458 8.5655970260264757e-05 -0.0010096518619076547 0.0010191667419920268 1.7638876828271948e-06 4.2442104490224393e-05 -0.00060969743935892324 0.00016766480951267064 -0.00068267704397001179
leaf_weight=69 46 53 70 48 48 47 70 891 1551 132 668 58
leaf_count=69 46 53 70 48 48 47 70 891 1551 132 668 58
internal_value=0 -0.000323133 3.01123e-05 2.0336e-05 -0.00046266 3.3868e-05 2.43524e-05 -8.58206e-05 7.00157e-05 -8.2197e-06 0.00024954 -3.92045e-05
internal_weight=0 99 3652 3583 96 3487 3417 996 2421 1683 738 949
internal_count=3751 99 3652 3583 96 3487 3417 996 2421 1683 738 949
is_linear=0
shrinkage=0.0995203


Tree=6648
num_leaves=31
num_cat=0
split_feature=2 2 1 3 0 10 17 17 2 26 1 1 0 1 17 2 17 1 3 20 3 3 2 2 2 17 36 2 6 0
split_gain=0.00333409 0.0118952 0.0210567 0.0278805 0.00415624 0.00359994 0.00328913 0.0143242 0.0039052 0.00337423 0.0100542 0.00393131 0.00324 0.00389936 0.00493922 0.00375209 0.00194795 0.00462819 0.00364685 0.00797718 0.00226678 0.00373834 0.00571069 0.00505907 0.00505754 0.00332715 0.00371594 0.00330309 0.00154071 0.00214967
threshold=-0.082275000000000001 -0.081055000000000002 -0.041999999999999996 0.08777500000000002 -0.088174999999999989 0.091445000000000026 -0.011809999999999999 -0.0088649999999999996 -0.083104999999999998 0.087625000000000022 -0.084204999999999988 -0.082039999999999988 0.12461500000000002 -0.49056499999999997 -0.55157999999999996 -0.083104999999999998 -0.065004999999999993 -0.50763499999999995 0.08785500000000003 -0.071149999999999991 0.085355000000000028 0.091715000000000033 -0.079739999999999991 -0.078244999999999995 -0.070354999999999987 0.056905000000000011 0.088355000000000031 -0.079954999999999984 -0.096164999999999987 -0.14075499999999999
decision_type=2 2 2 2 2 2 2 2 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 6 12 -8 9 11 -11 -9 13 -1 -15 -16 17 -3 19 -19 25 24 -23 -24 27 26 -18 -22 -20 -30
right_child=1 16 4 -5 -6 -7 7 8 -10 10 -12 -13 -14 14 15 -17 20 18 28 -21 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00090117798444250686 0.00025183733171950916 0.00084063069237108547 0.00041917876175047799 0.003319073714544461 -0.00081112737201755958 0.00061348157225473994 -0.0017912278015876667 -0.00083632809874327929 -0.0008144978707694629 0.0015301844218961246 -0.00023245431928660179 0 -0.00074640931140689145 -0.0009521470604781034 -1.6030203535020415e-05 0.00072275971867510696 -0.0012212536793320301 0.00025008541411472189 0.00047262219900660082 -0.0014346070832745533 0.00070379420640581832 -0.0010246827053470478 0.0010838998950340876 4.3229438235587802e-05 0.0011997519530003364 0.00040588719295055745 0 -9.5510677871667814e-05 -0.00070096838643831641 -4.0764492166622593e-05
leaf_weight=50 63 46 52 56 56 69 58 75 72 49 91 213 54 51 637 76 49 48 46 64 83 47 49 880 69 47 51 130 57 367
leaf_count=50 63 46 52 56 56 69 58 75 72 49 91 213 54 51 637 76 49 48 46 64 83 47 49 880 69 47 51 130 57 367
internal_value=0 0.000104808 0.000788224 0.00170212 -0.000211178 -8.66276e-05 -0.000121078 -0.000309588 -0.000136081 -2.00416e-05 0.000378622 -0.000216679 0 4.96306e-05 -5.0275e-06 6.15707e-05 2.80972e-05 -0.000117035 -0.000194134 -0.000705287 9.35506e-05 0.000137196 4.40501e-05 9.90007e-05 0.000456672 -0.000274393 -0.000602312 0.000212112 -7.05854e-05 -0.000131449
internal_weight=0 2260 227 119 108 1495 1426 558 500 428 140 288 868 814 764 713 2033 628 582 112 1405 1258 976 929 282 147 100 213 470 424
internal_count=3755 2260 227 119 108 1495 1426 558 500 428 140 288 868 814 764 713 2033 628 582 112 1405 1258 976 929 282 147 100 213 470 424
is_linear=0
shrinkage=0.0995203


Tree=6649
num_leaves=28
num_cat=0
split_feature=2 2 17 17 6 6 18 17 6 3 10 3 4 4 3 35 17 17 17 17 4 3 17 3 0 0 2
split_gain=0.00270951 0.00965338 0.0164584 0.0339969 0.00377246 0.0267412 0.0046736 0.00574399 0.0109855 0.00776531 0.00199098 0.00313667 0.0071902 0.00550596 0.00185313 0.00170817 0.00225758 0.00571367 0.00385132 0.0046159 0.004773 0.00276592 0.00157642 0.00198313 0.00149523 0.0041288 0.00203468
threshold=-0.082275000000000001 -0.081055000000000002 -0.036600000000000001 -0.0030799999999999998 0.08846500000000003 0.089315000000000019 0.090795000000000028 -0.015464999999999998 0.091615000000000016 0.087675000000000017 0.09056500000000002 0.11089500000000001 0.09777000000000001 0.10300500000000003 0.08895500000000002 -0.083194999999999991 -0.093784999999999993 -0.11248999999999999 -0.084209999999999993 -0.065004999999999993 0.088720000000000021 0.085355000000000028 -0.15313499999999999 0.097880000000000023 -0.084369999999999987 -0.087184999999999999 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 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 10 -6 7 8 -7 -9 11 13 -13 24 -10 -3 17 22 -18 20 -20 -21 23 -17 25 -1 -26
right_child=1 15 3 -5 5 6 -8 9 14 -11 -12 12 -14 -15 -16 16 18 -19 19 21 -22 -23 -24 -25 26 -27 -28
leaf_value=8.1510886584642341e-05 -0.00037761671708887851 0.00058865602500318671 0.0031162378998808825 1.1499961254199636e-06 -0.0025997619270873417 0.0017385425055763796 -0.00096029350636532226 0.00043575168991246945 -0.00044718285914650222 -0.0012859735193330299 0.00053358149634361268 0.00012365802472325311 -0.0014777235371906151 0.00098545881067776107 0.00033305648718580513 -0.0006248696980302689 0.00077198928189750441 -0.0011820735769048239 -0.0013661741612699375 -0.00036256476861964564 0 0.0001236073108051937 0.00046054018273614377 -9.3165836677830168e-06 -4.8318512603147118e-05 -0.00050161137401046366 0.00042592125226450231
leaf_weight=320 85 52 62 80 46 49 46 49 56 54 68 68 46 57 65 66 73 51 46 127 55 1258 50 255 239 191 141
leaf_count=320 85 52 62 80 46 49 46 49 56 54 68 68 46 57 65 66 73 51 46 127 55 1258 50 255 239 191 141
internal_value=0 9.44689e-05 0.000710138 0.00136702 -7.8094e-05 -0.000356324 -3.02527e-05 0.000123459 0.000481147 -0.000458953 1.10525e-05 -2.16343e-05 -0.000515333 3.6871e-05 -2.12806e-05 2.5322e-05 1.01216e-05 -0.000193589 6.57883e-05 3.05452e-05 -0.000618068 7.84358e-05 -5.5499e-05 -0.000138429 -2.28944e-05 -0.000134845 0.000125495
internal_weight=0 2260 227 142 1495 365 319 273 170 103 1130 1062 114 948 121 2033 1981 422 1559 1486 101 1385 371 321 891 511 380
internal_count=3755 2260 227 142 1495 365 319 273 170 103 1130 1062 114 948 121 2033 1981 422 1559 1486 101 1385 371 321 891 511 380
is_linear=0
shrinkage=0.0995203


Tree=6650
num_leaves=30
num_cat=0
split_feature=2 2 1 3 5 2 17 17 9 20 3 9 3 3 3 9 23 1 26 8 4 26 5 2 5 9 5 26 8
split_gain=0.00219386 0.0078277 0.016322 0.0280633 0.00759658 0.00315273 0.00575784 0.0178585 0.0105079 0.00823398 0.00305849 0.00466826 0.00437347 0.00203238 0.00310558 0.00194879 0.00935369 0.00674972 0.00298348 0.00183402 0.00619461 0.00345989 0.0017509 0.00517322 0.00240163 0.00237432 0.00164868 0.00158005 0.00286107
threshold=-0.082275000000000001 -0.081055000000000002 -0.073844999999999994 0.087445000000000023 -0.0047599999999999995 -0.085804999999999992 -0.014289999999999999 -0.0088649999999999996 0.084675000000000014 -0.0070099999999999997 0.08844500000000001 0.088135000000000033 0.086605000000000029 0.11663500000000003 0.10997000000000003 0.11296000000000002 -0.066414999999999988 0.23993500000000004 0.26711000000000013 -0.49499500000000002 0.12061000000000001 0.12158000000000002 -0.014374999999999999 -0.086304999999999993 -0.016339999999999997 0.093605000000000022 -0.025879999999999997 0.15583500000000003 -0.051259999999999993
decision_type=2 2 2 2 2 2 2 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 13 10 -8 -9 -10 12 -12 -7 14 22 16 -3 27 19 20 -18 -21 24 25 26 -24 -1 28 -17
right_child=1 15 4 -5 -6 6 7 8 9 -11 11 -13 -14 -15 -16 17 18 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=-0.00015497101778282681 6.5930785803848126e-05 0.0014432449180514677 -0.00080346106919931067 0.0033211061123852382 0.0008101264552282404 -0.0001500864503830811 -0.0023623434501820217 0.0009799624739444757 0.00023952818930967319 -0.0012553045539927031 -0.00094266758166766565 0.00022803860026948398 0.0010049661868147906 0.00049017363231547146 -0.0007426632228559124 0.0003024833021610215 0.00041310609094474051 -0.001299945643315357 -0.00067492474478789274 4.4384230760333551e-05 -0.0011535537660305997 0.00090369058268629121 -6.4393725540658089e-05 0.0011560348921269411 -0.00080645395279281085 0.00047352151021419573 0.0004739700999219765 0.00050454100309774825 -0.0006417357881692375
leaf_weight=213 59 47 72 48 48 66 47 54 61 88 59 77 62 88 54 64 49 48 59 1556 50 48 379 46 47 103 51 50 62
leaf_count=213 59 47 72 48 48 66 47 54 61 88 59 77 62 88 54 64 49 48 59 1556 50 48 379 46 47 103 51 50 62
internal_value=0 8.50497e-05 0.000639465 0.00153385 -0.000151204 -7.02131e-05 -0.000270049 -0.000612597 -0.00020345 -0.000637832 5.12317e-05 -0.000273822 0.000402997 3.36578e-05 -1.04125e-05 2.27423e-05 5.73986e-05 -0.000253484 1.99676e-05 4.45227e-05 -0.000369867 7.06095e-05 3.57412e-05 0.000146866 -0.000150288 4.88566e-05 -3.03701e-05 2.72635e-05 -0.000155635
internal_weight=0 2260 227 107 120 1495 514 250 203 149 264 136 128 981 893 2033 1809 224 1762 1703 99 1604 839 528 311 482 264 176 126
internal_count=3755 2260 227 107 120 1495 514 250 203 149 264 136 128 981 893 2033 1809 224 1762 1703 99 1604 839 528 311 482 264 176 126
is_linear=0
shrinkage=0.0995203


Tree=6651
num_leaves=19
num_cat=0
split_feature=8 8 23 4 11 17 5 4 6 17 1 4 5 5 5 26 17 5
split_gain=0.00211861 0.0151294 0.00196702 0.00170321 0.0016296 0.00170161 0.00314934 0.00272501 0.00196672 0.0018072 0.00153194 0.00573344 0.00158405 0.010066 0.00863048 0.012497 0.00270151 0.0021205
threshold=-0.097249999999999989 -0.105475 -0.062059999999999997 0.13707500000000003 -0.14985499999999999 0.11180000000000002 -0.45822499999999994 0.12061000000000001 -0.069354999999999986 -0.059294999999999994 -0.50290499999999982 0.085990000000000025 -0.0098949999999999993 -0.0083599999999999994 -0.012464999999999999 0.088245000000000032 -0.031185000000000001 -0.041054999999999994
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 -1 6 -6 9 -7 -8 11 -4 14 -14 17 -16 -15 -12
right_child=2 -3 3 -5 5 8 7 -9 -10 -11 12 -13 13 16 15 -17 -18 -19
leaf_value=0.00053240666126323332 0.000575354341813664 0.0015797485682039589 -0.00035468603745142266 -0.00050866970503984281 0.00065687734960361856 -0.00090665202393707322 -0.00023262385996567265 -0.00080356018323095302 0 0.00037510861526790713 4.217506370864024e-05 0.00093814012202686221 -0.0012181571592241253 -0.00012403007211366412 2.6893404375240254e-05 0.002119182101432067 0.00021659598653969849 -0.0002285711764013098
leaf_weight=50 56 69 64 69 65 46 107 47 46 88 1195 71 76 901 73 47 309 376
leaf_count=50 56 69 64 69 65 46 107 47 46 88 1195 71 76 901 73 47 309 376
internal_value=0 0.000207726 -8.87076e-06 -1.94131e-05 -1.29675e-06 -7.02286e-05 3.98367e-05 -0.000122515 -0.00044641 3.74368e-05 -8.30215e-06 0.000319181 -2.34277e-05 -0.000106845 3.95269e-05 0.000853196 -3.63672e-05 -2.21037e-05
internal_weight=0 518 3237 3181 449 399 307 242 92 195 3112 135 2977 1286 1691 120 1210 1571
internal_count=3755 518 3237 3181 449 399 307 242 92 195 3112 135 2977 1286 1691 120 1210 1571
is_linear=0
shrinkage=0.0995203


Tree=6652
num_leaves=25
num_cat=0
split_feature=26 18 18 18 18 1 26 26 10 6 6 26 6 8 6 26 26 2 2 2 5 26 3 20
split_gain=0.00397203 0.00304261 0.0245141 0.00406796 0.00975799 0.0112465 0.00612668 0.0376069 0.00523721 0.00320878 0.00299586 0.00414447 0.00364621 0.00295223 0.0044556 0.0039799 0.00294449 0.00366209 0.00247658 0.00283836 0.00539932 0.00240338 0.00510816 0.00270144
threshold=0.50635500000000022 0.087065000000000017 0.090025000000000022 -0.086894999999999986 -0.090104999999999991 -0.086814999999999989 0.087575000000000028 0.087960000000000024 0.090150000000000022 0.12638500000000005 0.098855000000000012 0.11746500000000003 0.093595000000000025 -0.07594999999999999 0.11690000000000002 0.10393000000000002 0.087170000000000011 -0.08040499999999999 -0.047824999999999999 0.10274500000000002 0.2686150000000001 0.085570000000000021 0.088185000000000027 -0.08588999999999998
decision_type=2 2 2 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 18 -6 8 -8 16 10 11 12 -4 14 -9 -15 17 -5 21 20 -20 23 -23 -1
right_child=-2 2 9 6 5 -7 7 13 -10 -11 -12 -13 -14 15 -16 -17 -18 -19 19 -21 -22 22 -24 -25
leaf_value=-0.00031359117767819692 -0.000829310905953828 0.001721820799340858 -3.9548261079209272e-05 -0.00017600303011351651 0.0021500987688559251 0.00021474899080154764 -0.0028606611701578106 -0.00018142370926784652 -0.00098870604978542101 0.00059492672674145181 -0.00074472299746491369 0.00066436625139383034 -0.0009582935177469352 0.00068263972740851794 -0.0011242533538491401 -0.00022082718976860712 0.00079123730287437269 0.00018977022663337021 -0.0010969895278995865 0.0002624254298832824 0.00018657322596116229 -0.0010552733550059511 8.1798729513609438e-05 0.00044586572013171721
leaf_weight=57 59 89 507 513 47 84 55 481 50 75 63 76 47 85 56 110 51 574 80 55 53 48 207 227
leaf_count=57 59 89 507 513 47 84 55 481 50 75 63 76 47 85 56 110 51 574 80 55 53 48 207 227
internal_value=0 -5.91701e-06 0.000158141 -5.58344e-05 0.000124603 0.000915361 -0.000134636 -0.000350017 7.35498e-06 -2.20013e-05 -8.99497e-05 -2.31729e-05 -0.00011897 -0.000160257 -0.000281269 0.000168794 5.1838e-05 1.63937e-05 -1.67595e-05 -0.000328724 -0.00057934 9.05331e-05 -0.000129028 0.000290557
internal_weight=0 3690 857 2833 858 131 1975 787 1188 768 693 630 554 732 537 195 1138 1087 727 188 133 539 255 284
internal_count=3749 3690 857 2833 858 131 1975 787 1188 768 693 630 554 732 537 195 1138 1087 727 188 133 539 255 284
is_linear=0
shrinkage=0.0995203


Tree=6653
num_leaves=15
num_cat=0
split_feature=26 9 0 26 1 26 20 1 5 5 1 0 1 17
split_gain=0.00327985 0.00434945 0.00263845 0.00271539 0.00290882 0.00820316 0.0367534 0.00343981 0.0039797 0.0122101 0.00481897 0.00292388 0.002227 0.00194458
threshold=0.26711000000000013 0.11542500000000001 -0.26289499999999993 0.13124500000000003 0.015980000000000005 0.08709500000000002 -0.078725000000000003 0.0049450000000000015 -0.095169999999999991 -0.10123 0.00039500000000000011 -0.225295 0.09692000000000002 -0.033249999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 7 11 -7 8 9 -4 -10 -6 -8 -13
right_child=1 -3 3 -5 5 6 12 -9 10 -11 -12 13 -14 -15
leaf_value=0.00074053850978994431 -0.001003500921329004 0.00021628796817808066 0 0.00067713590643537428 -0.00074787908966924795 -0.0031701693622284851 0.00025357250400367953 0.00073918622935346522 6.3051452755160502e-07 0.0018413992757476188 -0.00083697845844448696 -0.00030139231402351513 -0.00041594905867624988 0.0001689520423975171
leaf_weight=47 74 46 147 56 46 47 101 66 2349 47 70 107 95 451
leaf_count=47 74 46 147 56 46 47 101 66 2349 47 70 107 95 451
internal_value=0 -0.000529093 -4.08092e-08 -9.98662e-06 -2.11317e-05 -0.000182025 -0.00067038 2.94312e-05 1.11907e-05 0.000445096 -2.32695e-05 1.30938e-05 -6.67639e-05 7.72935e-05
internal_weight=0 120 3629 3582 3526 847 243 2679 2613 194 2419 604 196 558
internal_count=3749 120 3629 3582 3526 847 243 2679 2613 194 2419 604 196 558
is_linear=0
shrinkage=0.0995203


Tree=6654
num_leaves=26
num_cat=0
split_feature=26 18 18 4 4 4 9 18 18 26 9 17 17 26 18 9 9 5 4 5 9 18 17 6 0
split_gain=0.00289044 0.00239545 0.0342971 0.00341833 0.00431305 0.00399398 0.00363985 0.003375 0.00784159 0.00801135 0.00475407 0.00644556 0.0630165 0.0114715 0.00311717 0.00547155 0.0025793 0.00313588 0.00334609 0.00272601 0.00248624 0.00530458 0.00401699 0.00179012 0.00136899
threshold=0.50635500000000022 0.088635000000000019 0.090025000000000022 0.13584500000000002 0.10845500000000002 0.087495000000000031 0.083235000000000017 -0.086894999999999986 -0.090104999999999991 0.085505000000000012 0.084055000000000032 -0.011174999999999999 -0.015464999999999998 0.086255000000000012 -0.080424999999999996 0.084675000000000014 0.08895500000000002 0.066815000000000027 0.085990000000000025 0.62404000000000015 0.083835000000000021 -0.025879999999999997 -0.088525000000000006 0.090195000000000011 -0.080074999999999993
decision_type=2 2 2 2 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 5 6 -4 8 16 -10 20 12 13 -12 -13 -16 17 23 -19 24 21 -9 -23 -1 -18
right_child=-2 2 3 -5 -6 -7 -8 10 9 -11 11 14 -14 -15 15 -17 19 18 -20 -21 -22 22 -24 -25 -26
leaf_value=-7.6917418790799791e-05 -0.00070657717755040223 0.0026192460315554579 -0.00091584489148244643 0.00080005828610577024 -0.00081199224103132802 0.0007579593568502142 -1.1721681684265217e-06 -0.00077404055790038272 9.8652960061439585e-05 0.0016739155699447411 -0.00082412681762462177 -0.00072728457647354828 -0.0039859927535822182 0.00026390041999406336 0.0010308073380214714 -7.7907472276030429e-05 -0.00033376246516573209 -0.00088069333351171791 8.8306433046976656e-06 0.00091427798125680781 0.00076132532802949179 -0.00053060228726131372 0.00022780527903802685 0.00060464535129768409 0.00020317747444442585
leaf_weight=198 59 52 47 47 71 63 540 72 71 60 152 65 47 259 47 708 60 98 70 46 50 79 533 47 208
leaf_count=198 59 52 47 47 71 63 540 72 71 60 152 65 47 259 47 708 60 98 70 46 50 79 533 47 208
internal_value=0 -4.14948e-06 0.000145619 -2.08007e-05 -7.54457e-05 3.74846e-06 -7.5803e-05 -4.72256e-05 0.000117561 0.000826397 -0.000117904 -0.000234008 -0.000533316 -0.000136493 -6.58342e-05 -7.80381e-06 -9.03974e-06 -0.000173565 -0.000505186 0.000204752 8.31326e-05 3.23602e-05 0.000128569 5.04901e-05 7.99124e-05
internal_weight=0 3690 820 768 721 650 587 2870 858 131 2012 1278 458 411 820 755 727 413 168 314 734 684 612 245 268
internal_count=3749 3690 820 768 721 650 587 2870 858 131 2012 1278 458 411 820 755 727 413 168 314 734 684 612 245 268
is_linear=0
shrinkage=0.0995203


Tree=6655
num_leaves=27
num_cat=0
split_feature=2 2 2 5 6 6 6 8 0 26 9 9 6 6 3 1 17 0 3 3 3 26 17 3 2 6
split_gain=0.00256801 0.0114464 0.00657711 0.0256988 0.00429362 0.00338648 0.0100446 0.00317162 0.00299064 0.00274975 0.00259212 0.00241001 0.00493052 0.0111459 0.0106863 0.00271905 0.00308041 0.00175313 0.001571 0.00626888 0.00531826 0.00442651 0.00358363 0.00336132 0.00459537 0.00341431
threshold=-0.082084999999999991 -0.082275000000000001 -0.080604999999999996 -0.097345000000000001 0.08785500000000003 0.092705000000000023 0.095760000000000026 -0.086995000000000003 -0.080884999999999999 0.26711000000000013 0.11201500000000002 0.13087500000000005 0.11481500000000001 0.11884000000000002 0.10871500000000002 -0.49837999999999999 -0.11045499999999998 -0.25289499999999993 0.086775000000000033 0.087625000000000022 0.088055000000000022 0.09032500000000003 -0.041415 0.083725000000000022 -0.085599999999999996 0.082725000000000021
decision_type=2 2 2 2 2 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 18 -7 -5 -8 11 -11 12 15 -14 -15 16 -4 -17 21 -20 -21 23 -22 25 -25 -1
right_child=2 -3 9 4 -6 6 8 -9 -10 10 -12 -13 13 14 -16 17 -18 -19 19 20 22 -23 -24 24 -26 -27
leaf_value=-8.8505898733936712e-05 -0.0026583802397211311 0.0016150649364494332 -0.00094390607745030908 -0.00040901801201637914 -0.00065956835582625672 0.0016906380372449768 -0.00036912221360738075 0.00059121640809640388 0.00054174621554091103 -0.00095938708773221344 0 0.00052170986865544128 -0.0018267786215983759 0.00068921734848613014 -0.0011474135786653788 0.000613196280939471 0.00013104388789854124 5.3056989955586413e-05 0.00085448277966007678 -0.00097215159921236775 -0.0001585362799362092 -0.0010360633613586811 0.00033040914711949653 -0.00053914641386733797 0.00018709349545946666 0.00093312391986549324
leaf_weight=69 47 47 57 47 83 47 84 91 62 58 54 87 47 79 52 58 47 1426 89 55 346 51 259 196 152 59
leaf_count=69 47 47 57 47 83 47 84 91 62 58 54 87 47 79 52 58 47 1426 89 55 346 51 259 196 152 59
internal_value=0 8.58357e-05 -8.19204e-05 -0.000544515 -9.1255e-05 3.63514e-05 0.000425088 0.000244625 1.2078e-05 -1.84121e-05 -0.000497417 1.00985e-05 -1.4642e-05 -0.000511663 -3.35781e-05 4.0554e-05 -0.00045024 7.55009e-05 -2.18051e-05 7.00727e-05 -3.44636e-05 -0.00015394 4.94278e-05 -5.77068e-05 -0.000219586 0.000376006
internal_weight=0 1516 2233 268 221 1469 193 138 146 1965 112 1853 1766 178 131 1588 104 1484 1276 749 660 527 605 476 348 128
internal_count=3749 1516 2233 268 221 1469 193 138 146 1965 112 1853 1766 178 131 1588 104 1484 1276 749 660 527 605 476 348 128
is_linear=0
shrinkage=0.0995203


Tree=6656
num_leaves=34
num_cat=0
split_feature=20 20 18 3 3 3 2 2 26 5 26 5 5 21 5 26 17 3 2 26 18 3 5 8 26 5 18 20 3 3 26 26 5
split_gain=0.00942508 0.0368396 0.0086107 0.0393526 0.00494096 0.0118931 0.00317455 0.00461327 0.00316128 0.00511042 0.0110295 0.00492658 0.00449683 0.00948004 0.00425766 0.00344883 0.00342783 0.0037077 0.00354644 0.00337343 0.00328254 0.00295438 0.00540133 0.00500949 0.00250525 0.00245315 0.00376923 0.00302819 0.00189844 0.00575047 0.00237117 0.00266822 0.00171612
threshold=-0.080324999999999994 -0.081030000000000005 -0.091594999999999996 0.084235000000000018 0.088115000000000013 0.089395000000000016 0.10003000000000002 -0.065999999999999989 0.086685000000000026 -0.087969999999999993 0.085790000000000019 -0.092864999999999989 -0.055004999999999991 0.09266000000000002 -0.11930499999999999 0.087260000000000018 0.066010000000000027 0.083875000000000019 -0.097424999999999998 0.089725000000000013 -0.08727 0.10636500000000003 0.26245000000000007 -0.07106999999999998 0.095150000000000026 -0.017704999999999995 -0.088385000000000005 -0.085594999999999991 0.11275500000000002 0.12212000000000002 0.08896500000000003 0.086095000000000019 -0.49053999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 25 -6 7 21 9 11 12 14 13 -11 32 -10 17 -17 -19 -18 -14 22 -5 -23 -21 27 -27 -1 30 -30 31 -7 -4
right_child=2 -3 8 6 5 28 -8 -9 15 10 -12 -13 20 -15 -16 16 19 18 -20 24 -22 23 -24 -25 -26 26 -28 -29 29 -31 -32 -33 -34
leaf_value=0.00064651901313652683 -0.0028771936891587224 0.0028882592025922284 0.00010561677645101835 -1.7716292609679008e-05 0.001772775345868405 -1.3837296830496123e-05 0.00061181629304457249 -0.00094368736294988826 -0.0008574698034074735 -0.00011962347005945419 0.0015466184553501357 -0.0010641143579972316 0.0007305111400917934 0.0017738472462886668 0.00076323175100858785 0.00060612402091904946 0.0007266297295213381 0.00054981387386659065 -0.00028611346947022686 -0.00037744829924670414 -0.00010490742505554997 -0.00042959224458059657 -0.0012552865744927806 0.00084206188315534536 0.00023281053849014005 3.9939743523972668e-05 -0.001016923812284385 -0.00041937583792087699 0.0012319802732316516 -9.1608834187228822e-05 -0.00052629011779411095 0.00079490129604804013 -0.00029205970201932424
leaf_weight=52 59 51 187 151 49 201 49 74 59 56 65 48 54 48 62 55 85 53 803 104 338 52 46 73 185 59 73 53 55 77 66 50 246
leaf_count=52 59 51 187 151 49 201 49 74 59 56 65 48 54 48 62 55 85 53 803 104 338 52 46 73 185 59 73 53 55 77 66 50 246
internal_value=0 0.000301036 -8.67438e-05 -0.000461374 0.0001204 0.000299159 -0.000139234 -0.000234234 -9.27965e-06 0.000115137 0.000326141 -0.000101353 0.000164549 0.000746415 -6.34081e-06 -0.000112088 -7.72275e-05 -0.000181817 -0.0002334 0.000175345 8.08749e-06 -6.865e-05 -0.000310848 0.000306505 1.03692e-05 -0.000251765 -0.000538336 0.0001007 0.000136518 0.000453685 1.86555e-06 0.000144005 -0.000118424
internal_weight=0 786 2952 504 735 498 445 396 2448 1104 561 543 496 104 495 1344 1285 911 856 374 392 322 197 125 289 237 132 105 449 132 317 251 433
internal_count=3738 786 2952 504 735 498 445 396 2448 1104 561 543 496 104 495 1344 1285 911 856 374 392 322 197 125 289 237 132 105 449 132 317 251 433
is_linear=0
shrinkage=0.0995203


Tree=6657
num_leaves=29
num_cat=0
split_feature=0 3 18 6 18 0 0 18 18 18 26 0 26 9 9 9 26 3 3 26 2 4 27 6 20 3 6 2
split_gain=0.0101466 0.0189524 0.039787 0.00868439 0.00487589 0.00470308 0.0336537 0.00678448 0.0111082 0.00584664 0.00440652 0.00571303 0.0041801 0.00406002 0.00279204 0.00949424 0.0070856 0.00311643 0.00323987 0.00168363 0.00178827 0.00468447 0.00524131 0.00417864 0.00291896 0.00468261 0.00256832 0.00126501
threshold=-0.082494999999999999 0.08666500000000002 -0.095799999999999982 0.086420000000000011 -0.46879999999999999 -0.088784999999999989 -0.088329999999999992 -0.085834999999999995 -0.074709999999999985 -0.090254999999999988 0.088055000000000022 -0.084369999999999987 0.08919500000000001 0.084055000000000032 0.11408000000000003 0.10892000000000003 0.11861500000000001 0.08802500000000002 0.092200000000000018 -0.22491999999999998 0.13896000000000006 0.10845500000000002 0.082745000000000027 0.096575000000000022 -0.060199999999999997 0.13345500000000002 -0.0048649999999999995 -0.012644999999999998
decision_type=2 2 2 2 2 2 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 13 -3 19 -7 9 -9 -8 11 -10 -12 27 15 17 -16 -6 -19 -1 21 23 -23 26 -22 -26 -21 -4
right_child=1 4 3 -5 14 6 7 8 10 -11 12 -13 -14 -15 16 -17 -18 18 -20 20 24 22 -24 -25 25 -27 -28 -29
leaf_value=0.00056342647184759367 -0.0032224453540831304 0.00093122757607775133 -0.00065047223136795 -0.0013672347503827637 0.00057389380599307883 0.0029281116733444537 7.4094684471950065e-05 0.0014669072044656262 0.00017924478485515939 -0.0014001604866918399 -0.00088832408115500222 0.0012967300109054051 7.3085389293962947e-05 0.00067686903967825447 0.00016407291641824687 0.0013239790165229894 -0.0011892280121906518 -0.00038865276170036404 -1.3388460177201699e-05 7.1355198863375376e-05 -0.00027089241728443477 -0.0013519942396034768 -5.0290665474965872e-05 0.0008865450481401082 0.0013784674831221059 0 -0.00036568565078609714 2.3836185078010606e-05
leaf_weight=56 59 50 57 58 69 47 61 72 234 46 61 57 164 63 80 50 72 311 871 654 51 54 74 54 46 51 167 49
leaf_count=56 59 50 57 58 69 47 61 72 234 46 61 57 164 63 80 50 72 311 871 654 51 54 74 54 46 51 167 49
internal_value=0 -0.000175821 -0.000918497 -0.000316067 -3.39552e-05 0.000152399 0.000349679 0.000174133 0.00030767 -0.000552047 0.000144329 0.000400947 -0.000183925 3.9845e-05 -6.7732e-05 -1.99201e-05 -0.000471579 -7.42875e-05 -0.000112818 3.04436e-05 3.80092e-06 -4.31296e-05 -0.000605843 3.82517e-05 0.000327382 0.000650378 -1.65464e-05 -0.000331041
internal_weight=0 1789 286 227 1503 1949 742 695 588 107 516 291 225 169 1453 1301 152 1251 1182 1207 1151 1003 128 875 148 97 821 106
internal_count=3738 1789 286 227 1503 1949 742 695 588 107 516 291 225 169 1453 1301 152 1251 1182 1207 1151 1003 128 875 148 97 821 106
is_linear=0
shrinkage=0.0995203


Tree=6658
num_leaves=28
num_cat=0
split_feature=0 0 19 26 9 0 0 5 2 9 5 5 26 1 9 26 26 21 26 17 22 1 1 4 2 4 1
split_gain=0.00823975 0.023061 0.00570751 0.00419364 0.0109827 0.00403919 0.0275087 0.00515841 0.00759357 0.0181263 0.00699479 0.00627723 0.00400129 0.00383724 0.00289756 0.00889074 0.00691429 0.00267151 0.00250542 0.00215583 0.00165481 0.00129561 0.00405782 0.00720248 0.00231091 0.00384495 0.00214888
threshold=-0.08269 -0.082339999999999983 -0.10411999999999999 -0.100565 0.092605000000000021 -0.088784999999999989 -0.088174999999999989 -0.0086449999999999982 -0.082904999999999993 0.085145000000000012 -0.012464999999999999 -0.0044999999999999997 0.09167500000000002 -0.022844999999999997 0.11408000000000003 0.12456500000000002 0.11746500000000003 0.13209000000000004 0.11699500000000003 -0.0020399999999999997 0.10292000000000003 0.18123500000000006 0.0049450000000000015 0.081905000000000019 0.13896000000000006 0.10724500000000002 0.0013500000000000003
decision_type=2 2 2 2 2 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 17 -7 8 9 10 -8 -9 19 -13 15 18 -16 20 -5 -10 21 22 26 -24 25 -23 -1
right_child=1 2 3 14 -6 6 7 11 12 -11 -12 13 -14 -15 16 -17 -18 -19 -20 -21 -22 24 23 -25 -26 -27 -28
leaf_value=4.8082317803012461e-06 -0.0022433698223443209 0.00097286055254370207 -0.0017086415068469742 -6.0352242076409571e-05 0.0001096261008435337 0.0023858752242347466 -0.00031278524874206063 -0.0011238489355203209 0.00052456436958940665 0.0019978772089058543 0.00098766244889980409 -0.00040977387802140525 -0.00088135850073660393 0.00073070259825201332 0.00033024074311262518 0.001060742799250462 -0.0011918661243861368 0.00070502955266457277 -0.00060499745924028417 -0.00017653168865172544 -0.00047034566663521914 -4.0278901235887504e-06 0.00013946289888950488 0.0014602902031019445 0.00039618366958796817 -0.0008587374874823166 -0.00068464844268942846
leaf_weight=494 51 48 57 1302 76 59 116 62 75 74 63 63 51 54 50 69 70 55 90 101 71 159 187 53 60 79 49
leaf_count=494 51 48 57 1302 76 59 116 62 75 74 63 63 51 54 50 69 70 55 90 101 71 159 187 53 60 79 49
internal_value=0 -0.000156388 -9.55169e-05 -0.000125914 -0.000663477 0.000139247 0.000326264 0.000140626 0.000311515 0.000686888 0.000140341 -0.000313053 -0.000103245 0.000109603 -8.01744e-05 -4.09563e-05 -0.000550833 2.73197e-05 -9.61545e-05 0.00011758 -4.32566e-06 2.55252e-05 9.33858e-05 0.000434557 -0.000150033 -0.000291174 -5.59004e-05
internal_weight=0 1813 1762 1714 133 1925 718 659 480 253 179 179 227 117 1581 1461 120 1207 1392 176 1152 1081 783 240 298 238 543
internal_count=3738 1813 1762 1714 133 1925 718 659 480 253 179 179 227 117 1581 1461 120 1207 1392 176 1152 1081 783 240 298 238 543
is_linear=0
shrinkage=0.0995203


Tree=6659
num_leaves=39
num_cat=0
split_feature=0 3 9 6 3 0 26 2 26 2 9 20 36 17 26 0 6 17 3 6 3 9 0 3 21 20 20 17 2 4 17 26 2 2 0 2 6 4
split_gain=0.00696349 0.0150505 0.0344019 0.0101665 0.00426429 0.0173528 0.0459197 0.00392094 0.00382806 0.00370602 0.00646262 0.00352014 0.00326126 0.00298767 0.00518956 0.00287077 0.00801491 0.00845978 0.00368734 0.00356312 0.00249926 0.00239199 0.0022714 0.0021078 0.00203916 0.00213821 0.004123 0.00312289 0.00334694 0.00287136 0.00170096 0.00582257 0.00227048 0.00455591 0.00243863 0.00169342 0.00142554 0.00127247
threshold=-0.082494999999999999 0.08666500000000002 0.084835000000000022 0.08481000000000001 0.088805000000000023 -0.088784999999999989 0.087960000000000024 -0.086775000000000005 0.084435000000000024 -0.098809999999999995 0.09202500000000001 -0.0083149999999999995 0.087020000000000028 0.40057000000000009 0.096980000000000025 -0.071484999999999993 0.098855000000000012 -0.036600000000000001 0.09940000000000003 0.089985000000000023 0.08844500000000001 0.095415000000000014 -0.083694999999999992 0.10892000000000003 0.13209000000000004 -0.0073549999999999996 -0.060199999999999997 -0.07107999999999999 0.13896000000000006 0.10557500000000002 -0.11045499999999998 0.084435000000000024 -0.08126499999999999 -0.087075 -0.087184999999999999 -0.23769999999999999 0.094510000000000025 0.079225000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 20 24 -7 9 12 21 -11 -8 -2 15 36 16 17 -9 19 -17 22 37 30 -20 25 26 29 -27 -29 -6 31 -1 33 -32 -34 -23 -15 -3
right_child=1 7 3 -5 5 6 11 13 -10 10 -12 -13 -14 14 -16 18 -18 -19 23 -21 -22 35 -24 -25 -26 27 -28 28 -30 -31 32 -33 34 -35 -36 -37 -38 -39
leaf_value=-0.00042951839617507212 -0.00072105679168394505 7.3556047234645813e-05 -0.0034201469499539608 -0.0012991462200724311 0.00013155790268146229 0.0030098341002421473 -0.00050185326005733593 -0.00067086505477990022 0.00067956132543716102 0.0016091828884086182 -7.1762200603617198e-06 0.0005128407635487497 0.00024364881127537219 0.000324193694999445 -0.00039806954404222053 0 -0.0013584062829110021 0.0002552594214654072 -0.00059180831363622776 0.001132737597867455 -0.00068555495875138915 0.00087467802829444355 0.00062012143076837351 -3.7117742131725441e-05 0.00063486496025852088 0.00036489958416114325 0.00076043828380651139 -0.00059653354844623938 0.00031264712950122332 -0.00062005033352921914 0.0002206657589386039 0.0010484756257101229 1.587369268400776e-05 -0.00040836569936261849 0.00082448639802111751 1.1782164618922301e-05 0.0011123253270780929 -0.00055769598059403032
leaf_weight=49 83 64 47 46 267 77 73 183 52 49 47 63 58 47 64 62 67 208 84 49 53 46 58 374 55 72 87 172 51 62 170 56 199 339 46 48 52 59
leaf_count=49 83 64 47 46 267 77 73 183 52 49 47 63 58 47 64 62 67 208 84 49 53 46 58 374 55 72 87 172 51 62 170 56 199 339 46 48 52 59
internal_value=0 -0.0001455 -0.000807296 -0.00237985 0.000126403 0.000272992 0.00106775 -1.90249e-05 -4.52934e-05 0.000293724 0.000809313 -2.57919e-05 -0.000318422 -0.000101974 0.000292034 -0.000165306 -0.000350846 -0.000176102 -1.45214e-05 0.00049848 -2.07018e-05 6.18567e-05 1.68321e-05 -0.000140639 5.09267e-05 4.60424e-06 0.00015106 -0.000199148 -0.000384933 -7.5944e-06 -2.29492e-05 0.000350949 -7.6103e-05 -0.000196668 0.000171036 0.000442759 0.000746431 -0.000222584
internal_weight=0 1789 286 93 1949 979 213 1503 193 313 96 136 141 1190 163 1027 458 391 569 111 970 217 917 458 766 711 416 295 223 329 859 105 754 509 245 94 99 123
internal_count=3738 1789 286 93 1949 979 213 1503 193 313 96 136 141 1190 163 1027 458 391 569 111 970 217 917 458 766 711 416 295 223 329 859 105 754 509 245 94 99 123
is_linear=0
shrinkage=0.0995203


Tree=6660
num_leaves=11
num_cat=0
split_feature=22 29 20 21 9 17 17 9 17 18
split_gain=0.0215528 0.00753569 0.0019875 0.0025042 0.00187242 0.00572343 0.00288511 0.00204599 0.00867662 0.00188423
threshold=0.13264000000000004 -0.14715999999999999 -0.24910499999999999 0.14680000000000004 0.094375000000000028 0.50822500000000015 0.07134500000000002 0.09227500000000001 -0.040589999999999994 -0.112385
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 9 -9 -4
right_child=-2 2 3 -5 5 -7 -8 8 -10 -11
leaf_value=0.0013106756652437608 -0.0020779053831518255 0.00055380569795342562 0.00030992423480798631 -0.00064193583879058836 0.00015264493739358516 0.00097456974187003296 -0.00045006963213662873 -0.0010901279400679412 0.00022694604248731481 -1.0346565736841016e-05
leaf_weight=46 48 70 197 56 604 78 90 84 119 2341
leaf_count=46 48 70 197 56 604 78 90 84 119 2341
internal_value=0 4.4479e-05 2.82482e-05 1.77109e-05 2.84592e-05 0.000165425 7.33035e-05 -9.81824e-06 -0.000314018 1.41904e-05
internal_weight=0 3685 3639 3569 3513 772 694 2741 203 2538
internal_count=3733 3685 3639 3569 3513 772 694 2741 203 2538
is_linear=0
shrinkage=0.0995203


Tree=6661
num_leaves=11
num_cat=0
split_feature=10 4 7 17 26 18 19 4 23 8
split_gain=0.0181069 0.00607041 0.00160982 0.0013106 0.0065387 0.00227413 0.00123898 0.00133568 0.00262576 0.00240573
threshold=0.096215000000000023 0.15615500000000004 -0.075879999999999989 0.51174000000000019 0.095385000000000011 -0.0019149999999999998 0.13722000000000004 0.13707500000000003 -0.022119999999999997 -0.36115499999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 7 8 -4 -9
right_child=-2 -3 3 4 -6 -7 -8 9 -10 -11
leaf_value=0.00052636683676729034 -0.0017767512759408997 0.0011430074817417777 0.00066003578941805274 -0.00062081526949764906 0.0011458576625257674 0.00028303842189831473 -0.00049187048927870744 0.00013068146103290584 1.0734008502189815e-05 -0.00081087387790907892
leaf_weight=63 55 49 63 54 58 55 49 52 3182 53
leaf_count=63 55 49 63 54 58 55 49 52 3182 53
internal_value=0 4.23009e-05 2.72132e-05 1.81651e-05 0.000290436 -0.000157232 4.54702e-06 1.20524e-05 2.35922e-05 -0.000336784
internal_weight=0 3678 3629 3566 167 109 3399 3350 3245 105
internal_count=3733 3678 3629 3566 167 109 3399 3350 3245 105
is_linear=0
shrinkage=0.0995203


Tree=6662
num_leaves=9
num_cat=0
split_feature=22 29 20 18 20 20 20 0
split_gain=0.0174784 0.00611716 0.00160401 0.00219539 0.00300754 0.00208749 0.00465704 0.0025172
threshold=0.13264000000000004 -0.14715999999999999 -0.24910499999999999 0.22074500000000005 -0.15398499999999998 -0.073489999999999986 -0.070354999999999987 -0.052884999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 -6
right_child=-2 2 3 -5 5 6 -8 -9
leaf_value=0.0011794283142501282 -0.0018726781134270371 0.00049609679202160316 0.00073209302695309531 -0.00046758858828821649 -7.2144482093616363e-05 0.001020513458259693 4.0001369288830518e-05 -0.00073434475989623443
leaf_weight=46 48 70 59 91 758 49 2550 62
leaf_count=46 48 70 59 91 758 49 2550 62
internal_value=0 3.85986e-05 2.39526e-05 1.44629e-05 2.73109e-05 1.49094e-05 5.88024e-05 -0.000123212
internal_weight=0 3685 3639 3569 3478 3419 2599 820
internal_count=3733 3685 3639 3569 3478 3419 2599 820
is_linear=0
shrinkage=0.0995203


Tree=6663
num_leaves=13
num_cat=0
split_feature=20 27 27 2 4 4 20 30 4 17 8 17
split_gain=0.0146222 0.00530113 0.00144817 0.0010539 0.0028209 0.0030699 0.00433144 0.00196799 0.00394474 0.0012722 0.00259746 0.00548817
threshold=0.24030500000000005 0.11673000000000001 0.10530500000000002 0.15165000000000003 0.11240500000000002 0.10845500000000002 -0.17097999999999999 0.090320000000000025 0.12719000000000005 0.056905000000000011 -0.51030999999999993 -0.012064999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -6 10 -5 -12
right_child=-2 -3 -4 9 7 -7 -8 -9 -10 -11 11 -13
leaf_value=0.0007630295095112017 -0.0013819125421700514 0.0010585896759195592 -0.00045775954973127436 0.00023960647807673804 0.0011372357452318015 -0.00066124125337567224 2.0400883101144079e-05 -6.7035625787269427e-05 7.1031195611796283e-05 0.00020831475396311123 0.0001726471663785273 -0.0011989440702150236
leaf_weight=80 73 50 60 55 71 63 2977 57 70 62 51 64
leaf_count=80 73 50 60 55 71 63 2977 57 70 62 51 64
internal_value=0 4.04641e-05 2.61359e-05 3.4545e-05 4.90751e-05 2.56787e-05 4.01029e-05 0.000413611 0.00061372 -0.000169731 -0.000312423 -0.000583555
internal_weight=0 3660 3610 3550 3318 3120 3057 198 141 232 170 115
internal_count=3733 3660 3610 3550 3318 3120 3057 198 141 232 170 115
is_linear=0
shrinkage=0.0995203


Tree=6664
num_leaves=11
num_cat=0
split_feature=28 27 20 5 17 18 17 26 18 5
split_gain=0.0361948 0.0253132 0.00352086 0.0024988 0.00288229 0.0194547 0.00659428 0.0127966 0.00262227 0.00257092
threshold=0.080375000000000016 0.11470500000000003 0.2959750000000001 0.6362850000000001 -0.0065549999999999992 -0.099739999999999995 -0.012064999999999999 0.091195000000000012 -0.087529999999999983 0.11083500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 9 -8 -7 -1
right_child=-2 -3 -4 -5 5 8 7 -9 -10 -11
leaf_value=-8.7314106936777004e-05 -0.0021735025652954688 -0.0023662594629606341 0.00084799201177390877 -0.00074922290735164143 -0.0021098965187589984 0.00067574609575850374 0.00013970201074909368 0.0020505171953161343 -7.7333174389020585e-05 0.00016907915169500387
leaf_weight=1079 81 46 46 47 47 47 137 47 1572 604
leaf_count=1079 81 46 46 47 47 47 137 47 1572 604
internal_value=0 -4.62371e-05 -1.65792e-05 -2.79168e-05 -1.80895e-05 -0.000113429 6.65475e-05 0.00063224 -5.49654e-05 4.21465e-06
internal_weight=0 3672 3626 3580 3533 1666 1867 184 1619 1683
internal_count=3753 3672 3626 3580 3533 1666 1867 184 1619 1683
is_linear=0
shrinkage=0.0995203


Tree=6665
num_leaves=14
num_cat=0
split_feature=28 10 22 17 18 17 6 18 18 17 18 8 17
split_gain=0.0293484 0.0198729 0.00286735 0.0023995 0.0167909 0.00672782 0.0138194 0.00691425 0.00244638 0.00523625 0.00491689 0.00216633 0.00492184
threshold=0.080375000000000016 0.090150000000000022 0.12975500000000004 -0.0073949999999999997 -0.099739999999999995 -0.012064999999999999 0.087765000000000024 -0.023444999999999997 0.091725000000000015 -0.05543 0.089505000000000015 -0.51030999999999993 -0.0058449999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 8 7 -7 10 -10 -1 -6 -13
right_child=-2 -3 -4 4 11 6 -8 -9 9 -11 -12 12 -14
leaf_value=1.6763517821594643e-05 -0.0019571951821742584 -0.0016560482480190472 0.00068550315132562343 -0.0019816892902394774 0.00057132314370325708 0.00093376644044282028 0.0020276256921038182 -0.00068359745242573802 2.2439662633218918e-05 -0.00088869846956325129 0.00099468940374215688 -0.0010465624303137202 -4.1971742082951595e-05
leaf_weight=1361 81 74 58 46 53 47 51 59 194 91 53 50 1535
leaf_count=1361 81 74 58 46 53 47 51 59 194 91 53 50 1535
internal_value=0 -4.16134e-05 -8.1818e-06 -1.97785e-05 -0.000105969 5.7983e-05 0.000681298 2.58128e-05 0 -0.000265613 5.39974e-05 -5.27928e-05 -7.41788e-05
internal_weight=0 3672 3598 3540 1684 1856 157 106 1699 285 1414 1638 1585
internal_count=3753 3672 3598 3540 1684 1856 157 106 1699 285 1414 1638 1585
is_linear=0
shrinkage=0.0995203


Tree=6666
num_leaves=15
num_cat=0
split_feature=28 27 10 2 2 3 18 18 26 8 9 5 3 3
split_gain=0.0237976 0.0203614 0.00494427 0.0044392 0.00869616 0.00474481 0.00312077 0.00524009 0.0152563 0.003648 0.00238341 0.00213812 0.00376994 0.00262482
threshold=0.080375000000000016 0.11470500000000003 0.091445000000000026 -0.096314999999999998 -0.10077999999999999 0.11089500000000001 -0.011569999999999999 -0.022504999999999997 0.089150000000000021 -0.074204999999999993 0.098180000000000031 -0.52786999999999995 0.10749000000000002 0.088115000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 10 7 9 -9 -5 -1 12 -8 -13
right_child=-2 -3 -4 6 -6 -7 11 8 -10 -11 -12 13 -14 -15
leaf_value=-7.0265412997780539e-05 -0.0017624146653611988 -0.002118169336914901 0.00089239929391707979 -8.9835881423307697e-05 -0.0012074758084331554 -0.00089029607500394571 -0.00027687837605312981 2.6841371338004812e-05 0.0020306042925932509 0.00027180807578720557 0.00064539029269320986 7.5518367267704372e-05 0.00087972113546854489 -0.00018711900585333149
leaf_weight=235 81 46 59 699 88 62 50 127 54 455 57 564 61 1115
leaf_count=235 81 46 59 699 88 62 50 127 54 455 57 564 61 1115
internal_value=0 -3.74277e-05 -1.08052e-05 -2.59742e-05 -0.000321267 -9.86539e-05 1.553e-05 0.000130905 0.000629172 5.2044e-05 6.66311e-05 -7.00601e-05 0.000351355 -9.84078e-05
internal_weight=0 3672 3626 3567 442 354 3125 1335 181 1154 292 1790 111 1679
internal_count=3753 3672 3626 3567 442 354 3125 1335 181 1154 292 1790 111 1679
is_linear=0
shrinkage=0.0995203


Tree=6667
num_leaves=23
num_cat=0
split_feature=2 8 8 20 9 9 1 8 2 8 3 2 2 26 26 17 2 5 0 5 3 4
split_gain=0.0221236 0.0409309 0.105741 0.00230118 0.00213654 0.00741088 0.00160942 0.00593373 0.013945 0.00343836 0.00309204 0.00293909 0.00372242 0.00227962 0.00219918 0.00207574 0.00246963 0.00233177 0.00205736 0.0014846 0.00182049 0.000726844
threshold=-0.098809999999999995 -0.041669999999999992 -0.13559999999999997 0.25779000000000007 0.099125000000000033 0.09550500000000002 -0.082489999999999994 -0.07594999999999999 -0.078129999999999991 -0.078704999999999997 0.092900000000000024 -0.084114999999999981 -0.082794999999999994 -0.236315 -0.22491999999999998 -0.081244999999999998 -0.087129999999999999 -0.092864999999999989 -0.08076499999999999 -0.010264999999999998 0.098455000000000029 0.086105000000000029
decision_type=2 2 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 6 5 19 7 9 -9 11 -10 18 -13 -8 -15 16 -16 -17 -2 -3 -21 -1
right_child=3 4 -4 -5 -6 -7 13 8 10 -11 -12 12 -14 14 15 17 -18 -19 -20 20 -22 -23
leaf_value=-6.0300299172431832e-05 0.00035293353833710969 -0.00027454194306006006 -0.0048026526684761669 0.00069362051206413647 0.00040484747092810642 -0.0012881328982568222 0.0006118901515737629 0.0020927447212968375 0.00057406843058792757 -0.00085324051181446159 -0.0002404486703734208 -0.0009461556768235208 2.752824621128536e-06 -0.00072352698923380733 0.00076724639593016861 5.8902313915752807e-05 6.7528754520844127e-05 -0.00017243927010346616 -0.00032833063912715896 0.00080049410405156631 -1.8715488805199861e-05 0.0004681336623087446
leaf_weight=52 251 53 73 50 91 46 54 47 92 47 91 56 146 46 56 711 506 1082 52 50 54 47
leaf_count=52 251 53 73 50 91 46 54 47 92 47 91 56 146 46 56 711 506 1082 52 50 54 47
internal_value=0 -0.000709218 -0.00192865 2.33144e-05 1.40504e-06 -0.000175416 1.27076e-05 0.000137215 0.000562142 -3.83552e-05 0.000164562 3.58646e-05 -0.000256258 -2.66186e-05 -4.132e-05 -2.76469e-05 0.000138708 -8.0246e-05 0.000233315 0.000145389 0.000367264 0.000182304
internal_weight=0 466 172 3287 294 203 3237 782 230 552 183 505 202 2455 2401 2355 562 1793 303 157 104 99
internal_count=3753 466 172 3287 294 203 3237 782 230 552 183 505 202 2455 2401 2355 562 1793 303 157 104 99
is_linear=0
shrinkage=0.0995203


Tree=6668
num_leaves=20
num_cat=0
split_feature=0 0 27 29 9 0 26 26 9 3 5 3 18 3 5 4 9 4 3
split_gain=0.00362879 0.00526518 0.00350674 0.00239985 0.00373666 0.00294515 0.00270853 0.00311048 0.00400281 0.00216452 0.00166158 0.00149945 0.0029672 0.00215876 0.0015684 0.00149772 0.00396211 0.0017783 0.00128299
threshold=0.036480000000000005 0.053120000000000007 0.11470500000000003 -0.027195 -0.063329999999999984 -0.091134999999999994 0.12236500000000003 -0.01278 0.088995000000000019 0.094185000000000033 -0.41397 0.083595000000000017 -1.0000000180025095e-35 0.08400500000000001 -0.067559999999999995 0.10724500000000002 0.095950000000000021 0.095805000000000015 0.10486500000000003
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 10 6 7 8 -5 -9 -1 12 -7 -13 -15 16 17 -3 -6
right_child=1 15 -4 5 18 11 -8 9 -10 -11 -12 13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.00034752416682679754 0.0012645702297676279 4.719036355057427e-06 0.00073772645435126632 0.0010768010807078179 -0.00036041144298300622 0.00088925754654963938 0.00088664618900839405 0.00018963767477685292 1.5621260358031672e-05 -0.00015890324957113498 0.00031018114044541997 -0.00072777442885695292 -0.00021854394538914671 -0.00019498301150744764 1.5059663015777357e-06 0.00055798359399236762 -0.00067108369727702925 0.00078221233475982707 -0.0010232587683111521
leaf_weight=65 53 73 63 71 64 48 49 402 73 313 91 48 46 547 1491 70 57 51 62
leaf_count=65 53 73 63 71 64 48 49 402 73 313 91 48 46 547 1491 70 57 51 62
internal_value=0 0.000360868 1.87306e-06 -1.16403e-05 -0.00028968 1.34855e-05 0.000164288 0.00012213 0.000544527 3.59147e-05 3.08896e-05 -4.89505e-05 0.000338433 -6.67994e-05 -5.08301e-05 0.000166785 1.09699e-05 0.000331097 -0.000693072
internal_weight=0 304 3433 3370 282 3088 908 859 144 715 156 2180 94 2086 2038 251 181 124 126
internal_count=3737 304 3433 3370 282 3088 908 859 144 715 156 2180 94 2086 2038 251 181 124 126
is_linear=0
shrinkage=0.0995203


Tree=6669
num_leaves=18
num_cat=0
split_feature=0 18 5 0 28 2 7 20 2 6 2 2 3 3 20 6 2
split_gain=0.00307084 0.00643644 0.00314524 0.00296682 0.0025217 0.00212798 0.00217635 0.00246544 0.00290355 0.00185096 0.00246355 0.00188343 0.0018368 0.00246441 0.00244783 0.00153362 0.00135032
threshold=0.048265000000000009 -0.098315 0.51935500000000012 0.12433000000000002 0.082705000000000015 -0.097424999999999998 0.085015000000000021 -0.030064999999999998 -0.14264999999999997 -0.023004999999999998 -0.090919999999999987 -0.087944999999999995 0.085730000000000015 0.087515000000000023 -0.0049799999999999992 -0.043894999999999997 -0.13535499999999998
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 5 6 7 15 -9 12 -11 -12 14 -14 -7 -1 -5
right_child=1 3 -4 16 -6 9 -8 8 -10 10 11 -13 13 -15 -16 -17 -18
leaf_value=-0.00044608587942211871 0.0011655486343006198 -0.00036564617121972743 -0.00073008701185614522 0.00078966798212971455 0.00069004511596754267 -0.00057971465463020426 -0.00035575155895522229 0.00020882042969754859 0.0010290998447377866 -0.00076152128177687801 0.00042564248701539633 -9.3488054549443979e-05 0.00059522298505908862 6.6862047759981026e-05 0.00013696128388385098 0.00031044552663818701 7.5107093370451966e-05
leaf_weight=48 71 89 57 50 54 95 50 100 79 53 72 1544 96 1068 91 59 61
leaf_count=48 71 89 57 50 54 95 50 100 79 53 72 1544 96 1068 91 59 61
internal_value=0 0.000350904 2.78257e-06 5.76122e-05 1.52766e-05 4.17195e-06 0.000241957 0.000349314 0.000575417 -2.20212e-05 -9.23067e-05 -6.98519e-05 6.42661e-05 0.000111142 -0.000224682 -2.12824e-05 0.000404357
internal_weight=0 271 3466 200 3409 3355 336 286 179 3019 1669 1616 1350 1164 186 107 111
internal_count=3737 271 3466 200 3409 3355 336 286 179 3019 1669 1616 1350 1164 186 107 111
is_linear=0
shrinkage=0.0995203


Tree=6670
num_leaves=17
num_cat=0
split_feature=27 18 3 17 17 26 9 9 8 18 8 26 8 9 18 8
split_gain=0.00271013 0.00177504 0.0114648 0.00240734 0.0029593 0.00188019 0.00821235 0.00208063 0.00174961 0.00348469 0.003253 0.00264251 0.00210354 0.00170677 0.00158437 0.000607063
threshold=0.11470500000000003 -0.094939999999999997 0.08511500000000001 -0.56005499999999986 -0.54192999999999991 0.15583500000000003 0.11351500000000002 0.14805500000000002 -0.00076499999999999995 -0.13579499999999997 0.0044850000000000011 -0.13924499999999998 -0.068549999999999986 0.11351500000000002 -0.112385 -0.081915000000000002
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 7 -7 13 12 10 -10 -12 14 -6 15 -4
right_child=-2 3 8 4 5 6 -8 -9 9 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0012130660502763903 0.00065301727986812172 -0.00060083318940835873 -3.2085552157888817e-05 0.00078145411986425752 -3.1942622523077019e-05 0.0013156773962042668 -0.00048054586723546023 -0.00065973954538813223 -0.0011978108509821141 0.00036105713774908029 0.00035480575024322695 -0.0007061985749351558 0.00066720904866822048 0.00040573309154109217 -0.0003785472323211536 0.00038866396952409797
leaf_weight=89 67 68 56 47 2758 50 50 51 47 64 46 46 60 91 72 75
leaf_count=89 67 68 56 47 2758 50 50 51 47 64 46 46 60 91 72 75
internal_value=0 1.38219e-05 0.000177909 -1.51507e-05 -1.81134e-06 -1.43554e-05 0.00040938 -2.92492e-05 -1.8036e-05 -0.000239088 -0.000521304 -0.000166798 0.000149474 -1.76755e-05 0 0.000202553
internal_weight=0 3670 555 3115 3047 3000 100 2900 466 203 139 92 263 2849 203 131
internal_count=3737 3670 555 3115 3047 3000 100 2900 466 203 139 92 263 2849 203 131
is_linear=0
shrinkage=0.0995203


Tree=6671
num_leaves=17
num_cat=0
split_feature=1 18 17 27 29 9 20 1 4 5 6 20 3 4 5 21
split_gain=0.00304391 0.00694038 0.00238506 0.00202791 0.00193727 0.00293729 0.00427032 0.00216196 0.00250028 0.00622731 0.00242228 0.00385299 0.00190515 0.00170763 0.00134376 0.00287838
threshold=-0.50290499999999982 -0.099739999999999995 -0.56005499999999986 0.11470500000000003 -0.027195 -0.063329999999999984 -0.037429999999999998 -0.098224999999999993 0.10323000000000003 0.26676500000000009 -0.093749999999999986 -0.089224999999999985 0.14530500000000005 0.094025000000000011 -0.41397 0.086925000000000016
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 14 -7 8 9 -6 11 -9 -12 -3 -4 -16
right_child=2 13 3 -5 7 6 -8 10 -10 -11 12 -13 -14 -15 15 -17
leaf_value=0.0013184695223660244 -0.00059893706924844543 0.00033873198906678181 -0.0003148686768953031 0.00056056437189970769 0.00040257478841788176 8.114365148827902e-05 -0.0010755390151986383 0.0010531715572257708 0.00080472466055791906 -0.00085641459842459168 -6.2958126592128953e-05 0.00010252296757755237 0.00053418612959569049 -0.00042357806349599175 0.00083592658089428381 -0.00022556123964800843
leaf_weight=58 64 63 65 66 173 52 76 46 70 50 2180 566 54 54 47 53
leaf_count=58 64 63 65 66 173 52 76 46 70 50 2180 566 54 54 47 53
internal_value=0 0.000428218 2.82326e-06 1.40672e-05 3.31911e-06 -0.000241141 -0.000599241 2.63982e-05 0.000283807 0.000116619 0 0.000175315 -4.81576e-05 -6.10665e-06 3.16976e-05 0.000265152
internal_weight=0 175 3562 3498 3432 293 128 3139 293 223 2846 612 2234 117 165 100
internal_count=3737 175 3562 3498 3432 293 128 3139 293 223 2846 612 2234 117 165 100
is_linear=0
shrinkage=0.0995203


Tree=6672
num_leaves=31
num_cat=0
split_feature=3 3 17 3 3 20 1 10 9 4 0 9 4 20 3 3 1 9 17 17 0 0 0 3 0 0 38 9 8 17
split_gain=0.00963166 0.0471359 0.0063575 0.0154952 0.0293733 0.00700347 0.0222256 0.00446057 0.00560677 0.0123186 0.0078744 0.00466265 0.0040104 0.00354987 0.00550014 0.00328382 0.00816702 0.00515071 0.00263624 0.00243511 0.00176828 0.00322749 0.00265296 0.00169527 0.00403441 0.0033106 0.0010837 0.00105105 0.00100818 0.00180578
threshold=0.084955000000000017 0.084735000000000019 0.0084900000000000028 0.088055000000000022 0.087170000000000011 -0.075334999999999999 0.066150000000000028 0.09056500000000002 0.11351500000000002 0.14068000000000006 -0.065519999999999981 0.092465000000000033 0.12988000000000002 -0.079864999999999992 0.11387500000000002 0.10871500000000002 -0.035694999999999998 0.09143500000000003 0.006145000000000002 0.11180000000000002 -0.086474999999999996 -0.084534999999999985 -0.087724999999999984 0.11769000000000002 -0.068899999999999989 -0.078809999999999991 -0.080750000000000002 0.084485000000000018 -0.080659999999999996 -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 2 2
left_child=1 18 5 4 -4 6 13 8 9 11 -10 -7 23 15 -15 16 -2 -17 20 -20 22 -22 28 24 25 -5 -23 -28 29 -1
right_child=2 -3 3 12 -6 7 -8 -9 10 -11 -12 -13 -14 14 -16 17 -18 -19 19 -21 21 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00019364266068384552 0.0011408315376477719 0.0032117471326655067 -0.00011817603848598956 -0.00015838323811407845 -0.0032783402772230182 7.0682472642574809e-06 0.0019597462779859611 0.00088910415666481224 -0.0017404372477797217 0.0015318672736454747 6.5298918590380042e-05 -0.0004427763365137893 -0.00095340483252118538 0.001380956451546739 -6.618367619860873e-05 -0.001180045473874178 -5.6696049892820792e-05 0.00023071424241678112 0.0010872226556606036 0.00013604387385258212 0.00094716436676010418 -0.00032894860318334959 -0.00079482371628026693 0.00042817449273695082 -0.00079365008270561982 0.00034308963973375624 0.00041666879342599334 -0.00014160917363599372 0.00037257768893223929 -0.00058775729470346059
leaf_weight=65 68 54 81 385 46 1042 74 48 47 48 47 291 49 52 50 52 325 49 50 62 48 57 52 74 69 197 81 54 54 52
leaf_count=65 68 54 81 385 46 1042 74 48 47 48 47 291 49 52 50 52 325 49 50 62 48 57 52 74 69 197 81 54 54 52
internal_value=0 0.000399835 -2.71923e-05 -0.00024994 -0.00126925 6.3951e-05 0.000332261 -5.35468e-05 -8.47779e-05 -3.35379e-05 -0.000828861 -9.05208e-05 -8.16314e-05 0.000128817 0.000663549 1.67497e-05 0.000148427 -0.000487512 0.000134336 0.000567987 2.76679e-05 0.00021666 -0.000172061 -2.15824e-05 -7.39643e-05 9.95274e-06 2.97706e-05 0.000187294 1.25297e-05 -0.00014665
internal_weight=0 629 3094 901 127 2193 670 1523 1475 1381 94 1333 774 596 102 494 393 101 575 112 463 240 223 725 651 582 192 135 171 117
internal_count=3723 629 3094 901 127 2193 670 1523 1475 1381 94 1333 774 596 102 494 393 101 575 112 463 240 223 725 651 582 192 135 171 117
is_linear=0
shrinkage=0.0995203


Tree=6673
num_leaves=20
num_cat=0
split_feature=4 5 5 0 6 18 28 0 5 18 5 8 0 21 26 6 5 5 17
split_gain=0.0070659 0.00784006 0.0480597 0.122584 0.00585103 0.00553593 0.00498257 0.00452415 0.00270403 0.00878555 0.00212703 0.00203632 0.00244622 0.00221015 0.00338788 0.00160945 0.00217487 0.00151798 0.00133584
threshold=0.15730000000000002 -0.095169999999999991 -0.13803499999999999 -0.094139999999999988 -0.101065 0.26473000000000008 0.077350000000000016 -0.23058999999999999 -0.016815 -0.081229999999999983 -0.012704999999999999 -0.049139999999999996 -0.055729999999999995 -0.032929999999999994 -0.025024999999999999 -0.049005 -0.43873000000000001 -0.43873000000000001 0.18936500000000003
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 -4 6 7 -3 9 -9 -10 12 15 -13 -15 18 -17 -16 -1
right_child=-2 5 3 -5 -6 -7 -8 8 10 -11 -12 13 -14 14 17 16 -18 -19 -20
leaf_value=5.491215356072954e-05 -0.0011713963395652853 0.00093570743100119418 -0.00078999004666767121 0.0062161311373234501 0.0007408819372899505 -0.00093997537639505056 0.0010233795276562308 -0.0010856090309489092 0.00041032042480440085 -7.1001874575252503e-05 4.639382611256368e-08 -0.00080173179280804065 0.00077709046541428093 -0.00058164413468467051 0.00049392379321489487 8.1296332110915228e-05 -0.00076922993160791989 -0.00014444708006141076 0.00060496708492959676
leaf_weight=220 47 48 48 46 51 64 46 95 136 791 1620 53 50 86 81 70 50 65 56
leaf_count=220 47 48 48 46 51 64 46 95 136 791 1620 53 50 86 81 70 50 65 56
internal_value=0 5.60412e-05 0.000315953 0.00197109 0 -2.49816e-05 -3.27897e-06 -2.11395e-05 -3.88335e-05 -0.000180716 3.22878e-05 -1.12374e-05 0.000120358 -0.000220046 -8.36321e-05 3.53705e-05 -0.000266268 0.000204111 0.000169484
internal_weight=0 3676 876 145 99 2800 2736 2690 2642 886 1756 731 446 285 232 396 120 146 276
internal_count=3723 3676 876 145 99 2800 2736 2690 2642 886 1756 731 446 285 232 396 120 146 276
is_linear=0
shrinkage=0.0995203


Tree=6674
num_leaves=29
num_cat=0
split_feature=3 18 11 3 17 5 5 8 8 4 3 3 0 0 18 18 8 8 6 0 9 3 18 3 38 5 19 3
split_gain=0.007317 0.040814 0.00586123 0.00626959 0.00772077 0.00994845 0.0256243 0.00432933 0.0225359 0.00372864 0.00305931 0.00330717 0.00281595 0.00413806 0.0028062 0.00278235 0.00237273 0.00319119 0.00224295 0.00363357 0.00327369 0.00221753 0.00168319 0.00173368 0.00194623 0.00137837 0.00135392 0.00179854
threshold=0.084955000000000017 0.087065000000000017 -0.37931999999999999 0.089095000000000021 0.0084900000000000028 -0.021739999999999999 -0.092239999999999989 -0.082299999999999998 -0.083574999999999997 0.13424500000000003 0.087445000000000023 0.086850000000000024 -0.085605000000000001 -0.083694999999999992 0.087065000000000017 -0.010395 -0.081324999999999995 -0.080364999999999992 0.085120000000000015 -0.085794999999999996 0.083925000000000013 0.084235000000000018 -0.094389999999999988 0.081685000000000021 -0.080750000000000002 -0.010764999999999999 0.11174500000000002 0.13345500000000002
decision_type=2 2 2 2 2 2 2 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 4 10 6 -6 8 26 16 11 14 15 -14 -4 -12 -9 -18 21 20 -20 22 -1 24 -24 -21 27 -5
right_child=2 -3 3 7 5 -7 -8 9 -10 -11 12 -13 13 -15 -16 -17 17 -19 19 25 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.00060976390174053232 -0.00098430247252462191 0.0024612711447399662 9.034784604055888e-05 0.00023056453864060567 -5.7648279681052685e-05 0.00019231920253853172 -0.0031939603944043265 -0.00068447916346355453 0.0020666487641407827 0.00081448191947700044 0.0005430663262569128 0.00063642030283401975 -0.0013071573371146793 -0.00025146916824273034 -0.00071514300079256741 -0.00041460896981561997 0.00077092142808662966 -4.614265436924141e-05 0.00073860069055930674 -0.0010637782559130033 -0.00033441668193397747 0.00077968494129946459 -0.00043910372485517945 -0.00053979299999311217 0.00030398181806166804 -0.00028340403910297288 -0.00034127196639961916 -0.00025105022064046874
leaf_weight=50 62 79 219 477 60 57 46 55 64 52 58 88 54 124 53 62 49 1364 53 46 59 55 46 51 139 51 60 90
leaf_count=50 62 79 219 477 60 57 46 55 64 52 58 88 54 124 53 62 49 1364 53 46 59 55 46 51 139 51 60 90
internal_value=0 0.00034586 -2.63264e-05 -6.46713e-06 -0.000241566 -0.000855331 -0.00142641 8.04608e-05 0.000287056 -1.29198e-05 -8.82797e-05 0.000105246 -0.000324816 -0.000576333 -6.35949e-05 4.14456e-05 -4.2786e-05 -1.72291e-05 4.05213e-05 -0.00021431 0.000166041 0.000199109 8.45973e-05 -2.31982e-05 0.00011479 -0.000661918 0.000104101 0.000152674
internal_weight=0 629 3094 3032 821 163 106 2211 691 1520 658 360 298 178 272 120 1468 1413 550 209 112 341 286 236 185 97 627 567
internal_count=3723 629 3094 3032 821 163 106 2211 691 1520 658 360 298 178 272 120 1468 1413 550 209 112 341 286 236 185 97 627 567
is_linear=0
shrinkage=0.0995203


Tree=6675
num_leaves=20
num_cat=0
split_feature=29 5 5 20 20 18 20 0 21 21 18 9 9 9 9 26 5 18 2
split_gain=0.00577634 0.00650904 0.0457539 0.0100801 0.0342369 0.00561574 0.00372537 0.00334867 0.00257664 0.00297981 0.00712071 0.00289979 0.00370296 0.00257235 0.0116659 0.00382032 0.00243768 0.00207893 0.00137381
threshold=-0.11373499999999999 -0.095609999999999987 -0.099349999999999994 -0.080324999999999994 -0.082904999999999993 0.22074500000000005 -0.076664999999999997 -0.23058999999999999 0.090585000000000013 0.087235000000000021 -0.037059999999999989 0.09235500000000002 0.08895500000000002 0.10054500000000002 0.11351500000000002 0.10439000000000002 -0.034484999999999995 -0.0058299999999999992 -0.079284999999999994
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 18 7 -5 -3 9 17 -11 12 -10 15 -15 -8 -13 -9 -2
right_child=1 5 -4 6 -6 -7 13 8 11 10 -12 16 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.0010185150230971887 0.00019730612317793022 0.00082354856615472966 0.0033405254487790486 -0.00090537362578288136 0.0031160098321951768 -0.00079511027491345877 1.8221381073013182e-05 -0.00011220823146398579 0.00018563656526753697 0.00032763379706194013 -0.0011458697667359296 -0.00071330413239110004 0.0010024068343381745 0.0015534321755940263 -0.0005587799850753347 -0.00078716794268966306 6.4432538524262953e-05 0.00010332654841699386 -0.00048354805375898466
leaf_weight=51 74 48 46 48 46 91 438 1259 262 55 77 49 71 50 53 67 209 681 48
leaf_count=51 74 48 46 48 46 91 438 1259 262 55 77 49 71 50 53 67 209 681 48
internal_value=0 4.74532e-05 0.000285322 0.000113771 0.000801946 -2.61112e-05 -6.1221e-05 0 -1.51479e-05 -6.77115e-05 -0.000525708 0.000167751 0.000362241 4.07626e-06 0.000458618 -8.70113e-05 -8.01043e-05 -3.61269e-05 -6.3861e-05
internal_weight=0 3672 870 824 168 2802 656 2711 2663 2072 132 591 333 608 103 505 258 1940 122
internal_count=3723 3672 870 824 168 2802 656 2711 2663 2072 132 591 333 608 103 505 258 1940 122
is_linear=0
shrinkage=0.0995203


Tree=6676
num_leaves=28
num_cat=0
split_feature=17 17 3 2 2 6 21 21 3 6 26 6 5 5 5 6 3 26 8 2 4 26 6 2 17 2 17
split_gain=0.00570994 0.011429 0.00417543 0.00746514 0.0170508 0.00472076 0.00438836 0.00406132 0.00894649 0.00296802 0.00504658 0.00526493 0.00328537 0.00480833 0.00311833 0.0034066 0.00273152 0.00257384 0.00758668 0.00484823 0.00205908 0.00194581 0.00522462 0.00202735 0.00146182 0.00394954 0.00164144
threshold=0.0065250000000000013 0.0036400000000000009 0.090695000000000012 -0.083589999999999984 -0.082484999999999989 0.14653500000000005 -0.079279999999999989 0.091635000000000022 0.088115000000000013 0.10877500000000002 0.090385000000000021 0.12080000000000003 -0.49053999999999998 -0.50544999999999984 -0.40421499999999994 -0.091704999999999995 0.089535000000000017 0.10924500000000002 -0.068099999999999994 -0.087444999999999995 0.08167000000000002 0.11659500000000002 0.090085000000000012 -0.241895 -0.012064999999999999 -0.086050000000000001 -0.01857
decision_type=2 2 2 2 2 2 2 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 -5 6 -4 8 -6 12 -11 -12 13 -2 -14 20 24 19 -19 -17 -16 23 -23 -8 26 -26 -1
right_child=9 -3 5 4 7 -7 21 -9 -10 10 11 -13 14 -15 15 17 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28
leaf_value=-4.9266440468471923e-05 1.7029154383682012e-05 -0.0015283330320237285 0.00089403861084464233 -0.0017246971539741096 -9.5378193631433499e-05 -0.00064479057307863241 0.00062601156128465774 0.00045427660503360404 -0.0010852719723287187 -0.00026638997312233257 0.0013773230867845131 2.8878576259587073e-05 -0.0007431729962223705 0.0012571555585860399 0.00099220033904336732 0.00051788424757917269 0.00075476820253108788 0.0013366706357331969 -0.00024501995470155693 -0.00030348865628493181 7.6291902033222468e-05 6.52292150822014e-06 0.0012704195543574897 -3.0153050992808189e-05 0.00068899400010259367 -0.00029169016253332967 -0.000663480398029116
leaf_weight=396 74 55 65 89 367 91 49 72 121 53 79 47 51 55 57 88 48 49 76 363 46 114 46 965 87 75 49
leaf_count=396 74 55 65 89 367 91 49 72 121 53 79 47 51 55 57 88 48 49 76 363 46 114 46 965 87 75 49
internal_value=0 -0.000107668 -7.76921e-05 -0.000204352 -0.000443653 4.5876e-05 9.72637e-05 -0.000238596 -0.000342501 0.000167006 0.000536576 0.000880829 8.90418e-05 0.000552111 6.09024e-06 6.35734e-05 3.15073e-05 -2.93377e-05 0.000368454 -0.000141406 0.000591102 5.24519e-05 0.00037501 7.47805e-07 -2.43377e-05 0.00022992 -0.000118739
internal_weight=0 2689 2634 1304 649 1330 1239 560 488 1038 179 126 859 129 730 679 655 576 125 451 103 1174 160 1014 607 162 445
internal_count=3727 2689 2634 1304 649 1330 1239 560 488 1038 179 126 859 129 730 679 655 576 125 451 103 1174 160 1014 607 162 445
is_linear=0
shrinkage=0.0995203


Tree=6677
num_leaves=33
num_cat=0
split_feature=5 5 9 9 21 21 2 3 1 1 5 3 3 26 5 3 20 3 9 9 3 2 6 20 5 20 26 5 20 26 1 2
split_gain=0.00399193 0.00370942 0.00363871 0.00647396 0.00358896 0.0139036 0.00569128 0.00351892 0.00555692 0.0127625 0.00299752 0.00993894 0.0167866 0.00793761 0.00408191 0.00390178 0.00568609 0.00305756 0.00302748 0.00310865 0.00292836 0.00368619 0.00272405 0.00254753 0.00231748 0.00261197 0.0021793 0.00324941 0.00309851 0.00226728 0.00201631 0.00061204
threshold=-0.49053999999999998 -0.50393499999999991 0.095055000000000014 0.095785000000000023 -0.015149999999999999 -0.026109999999999998 -0.084924999999999987 0.10038500000000002 -0.077774999999999997 -0.049499999999999995 -0.075744999999999993 0.085035000000000013 0.084290000000000018 0.11377500000000003 -0.02504 0.087625000000000022 -0.012970000000000001 0.086605000000000029 0.093705000000000024 0.09271500000000002 0.12015500000000003 0.08814000000000001 -0.101065 -0.0088249999999999978 0.0076350000000000012 -0.014534999999999999 -0.084904999999999994 0.51100000000000012 -0.072005 0.093835000000000016 -0.01538 -0.026175
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 4 -4 5 6 30 8 -5 -10 11 12 31 17 15 -12 -17 -13 19 -16 21 23 -11 -1 25 -8 -9 28 -28 -29 -2 -6
right_child=2 -3 3 7 10 -7 24 26 9 22 14 13 -14 -15 18 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31 -32 -33
leaf_value=0.00039470416156237866 -4.1224235562410497e-05 0.0011355869656912282 0.0011537586414950664 -0.00046075189659341363 -4.0250459276881608e-06 -0.0020101863448715148 -0.00076440241619262807 -0.00062334106238064234 0.0017783617941857664 -0.00048551267383171559 0.00098350093853643325 0.00065883495155377974 -0.0024476624038409205 -0.0011815735323258644 -6.6796921563211541e-05 -0.00063852421446907121 0.000484464307534528 -2.3560705571230448e-05 -0.00077807231895129559 0.00074053621751052985 -0.00043497687642802131 0.00098964597669083838 0.0004620110271051189 -0.00051872194487880907 -0.001061604876662832 0.00020825486975717741 0.0008046198339666837 -5.6031274610132986e-05 -7.3733674965009542e-06 -0.00099693129618331133 0.00083204124105823907 -0.00049795907550771452
leaf_weight=81 46 47 57 61 60 47 51 70 63 55 72 76 50 55 1247 65 141 438 57 49 60 62 66 48 53 57 58 58 226 48 56 47
leaf_count=81 46 47 57 61 60 47 51 70 63 55 72 76 50 55 1247 65 141 438 57 49 60 62 66 48 53 57 58 58 226 48 56 47
internal_value=0 0.000321156 -5.83686e-05 0.000132932 -0.000113333 -0.000432189 -0.000147076 4.92357e-05 0.000354702 0.000629491 -7.10486e-05 -0.000239283 -0.000940548 -4.43492e-05 3.33492e-06 0.000351142 0.000126149 7.57457e-05 -6.75237e-05 -3.56411e-05 0.000165391 0.000358275 2.45529e-05 4.84787e-05 -0.000517883 -0.000243476 -0.000111679 -1.77425e-05 0.000155574 -0.000489822 0.00043019 -0.000228638
internal_weight=0 298 3429 762 2667 310 263 705 245 184 2357 726 157 569 1631 278 206 514 1353 1296 251 191 121 129 161 108 460 390 284 106 102 107
internal_count=3727 298 3429 762 2667 310 263 705 245 184 2357 726 157 569 1631 278 206 514 1353 1296 251 191 121 129 161 108 460 390 284 106 102 107
is_linear=0
shrinkage=0.0995203


Tree=6678
num_leaves=28
num_cat=0
split_feature=17 17 3 18 9 9 3 26 8 18 18 3 17 3 3 26 26 26 9 9 27 3 19 17 17 3 9
split_gain=0.00391681 0.0073089 0.0036661 0.019937 0.00370109 0.00463048 0.00316654 0.00525739 0.00325773 0.00271689 0.00507265 0.00256843 0.00402314 0.00359003 0.00318571 0.00257441 0.00524166 0.00515724 0.00394894 0.00247861 0.00729395 0.00608933 0.00277055 0.00240756 0.0019829 0.00274652 0.00133723
threshold=0.006145000000000002 0.0031350000000000006 0.085035000000000013 0.086285000000000014 0.084795000000000023 0.08622500000000001 0.083955000000000016 0.085635000000000031 -0.081534999999999982 -0.091229999999999992 -0.09404499999999999 0.084685000000000024 0.11180000000000002 0.086605000000000029 0.08785500000000003 0.090385000000000021 0.091915000000000024 0.088115000000000013 0.09550500000000002 0.11351500000000002 -1.0000000180025095e-35 0.11816500000000002 0.11198000000000002 0.22924500000000006 -0.12118 0.090295000000000028 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 2
left_child=1 2 3 4 6 -6 8 -8 -1 10 24 12 -2 -13 -15 17 -17 23 -18 20 -11 -21 -22 -16 25 -4 -26
right_child=11 -3 9 -5 5 -7 7 -9 -10 19 -12 13 -14 14 15 16 18 -19 -20 21 22 -23 -24 -25 26 -27 -28
leaf_value=0.00030343025169817504 0.0012659189207416925 -0.0012254460225782538 0.0006021109598609134 -0.0018920298323706127 0.0011968373267558928 -6.8479330093064908e-05 3.9908860103596084e-05 -0.0013548026775310989 -0.00051155842983664291 0.0013112155347330019 -0.0010356173926454398 -0.00062226386219094978 4.0374802295070816e-05 0.00078273915898552035 -0.00016354437541523046 0.0012030329140615913 -0.00023252809967838612 -0.00079645772464010149 0.00043376319884301658 0.00028593052557974465 2.3904832892657116e-05 -0.0011966405240099677 0.00079404495521828722 0.00038569181801973915 -0.00087624120570200853 -0.00010741302467779831 -0.00013127516412297113
leaf_weight=126 49 55 66 68 46 73 50 55 79 47 64 66 61 70 173 51 165 83 187 58 1394 51 48 144 46 296 56
leaf_count=126 49 55 66 68 46 73 50 55 79 47 64 66 61 70 173 51 165 83 187 58 1394 51 48 144 46 296 56
internal_value=0 -8.92059e-05 -6.50687e-05 -0.000308455 -5.55372e-05 0.000413756 -0.000238326 -0.000682858 -6.64531e-06 -7.78665e-06 -0.000203845 0.000137536 0.000593741 8.3222e-05 0.000137495 8.0228e-05 0.000258316 -9.71489e-05 0.000119114 5.64814e-05 9.04647e-05 -0.000400239 5.01083e-05 8.33685e-05 -8.73536e-05 1.96864e-05 -0.000475266
internal_weight=0 2678 2623 497 429 119 310 105 205 2126 528 1049 110 939 873 803 403 400 352 1598 1489 109 1442 317 464 362 102
internal_count=3727 2678 2623 497 429 119 310 105 205 2126 528 1049 110 939 873 803 403 400 352 1598 1489 109 1442 317 464 362 102
is_linear=0
shrinkage=0.0995203


Tree=6679
num_leaves=36
num_cat=0
split_feature=3 0 0 2 3 1 1 26 26 6 5 1 1 0 18 0 0 6 20 3 5 5 3 3 20 5 2 3 2 3 0 4 3 3 26
split_gain=0.00324557 0.00468016 0.0387272 0.00345754 0.00465503 0.00410927 0.00402942 0.00304166 0.003732 0.00277125 0.00259867 0.00225364 0.0046922 0.00450635 0.00554332 0.00331135 0.00509388 0.00377677 0.00180646 0.00333384 0.00324413 0.0104868 0.00365054 0.00772214 0.0031202 0.00409876 0.00335624 0.00424106 0.00399588 0.00272033 0.00213948 0.003054 0.00304579 0.00161079 0.00106388
threshold=0.090695000000000012 -0.084269999999999998 -0.083390000000000006 -0.097424999999999998 0.089735000000000023 -0.092954999999999996 -0.50763499999999995 0.088435000000000027 0.089795000000000028 0.087235000000000021 0.063170000000000018 -0.01504 -0.08616 -0.085794999999999996 -0.025879999999999997 -0.085684999999999997 -0.088174999999999989 -0.091059999999999988 -0.012970000000000001 0.091225000000000014 -0.043449999999999996 -0.061665000000000005 0.09339500000000002 0.095490000000000019 -0.048779999999999997 -0.50126999999999999 0.0040650000000000018 0.12274500000000002 -0.012154999999999999 0.12212000000000002 0.12433000000000002 0.10722500000000003 0.097255000000000022 0.088475000000000012 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 2 2 2 2 2 2 2
left_child=1 7 -3 10 5 6 -5 11 -9 -10 -4 12 34 14 -14 16 17 -13 24 -20 21 22 -21 -24 25 -2 28 -28 29 -27 31 32 -22 -7 -1
right_child=18 2 3 4 -6 33 -8 8 9 -11 -12 15 13 -15 -16 -17 -18 -19 19 20 30 -23 23 -25 -26 26 27 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0 0.00069469976648764919 -0.0024275131883369268 0 0.00018578721596565468 -0.00099802148523624352 -3.9800398145682064e-06 -0.00093271256598175401 0.00098618609694893695 0.00050712720957064676 -0.00036425243715759693 0.0010226000513661991 -0.00015314843390415098 -0.0010945917957219946 -0.0013339846691282947 7.8981068311938905e-05 0.00076592804949424575 -0.00095083218732179391 0.00053818022364276975 0.00091614480963393371 0.00094437626400209701 -0.00032419940874562139 0.0015132154495532788 -0.0010709780831732209 0.00019454497172347024 -0.00063039507739519535 -0.00014758434123658042 -0.0010437247776106389 0.00012394084675635076 0.00082186661290829756 0.00046283113242321879 0.00039558797270726145 -0.00078389175847976315 0.00020323919438915467 0.00048144287671789224 0.0006424805927067428
leaf_weight=53 79 77 55 49 59 237 86 64 72 72 46 204 57 52 129 59 52 126 53 48 202 61 55 361 82 446 70 53 58 86 88 63 233 93 47
leaf_count=53 79 77 55 49 59 237 86 64 72 72 46 204 57 52 129 59 52 126 53 48 202 61 55 361 82 446 70 53 58 86 88 63 233 93 47
internal_value=0 -0.000124817 -0.000321301 -6.05059e-05 -0.000164432 -5.69036e-05 -0.000520675 1.41028e-05 0.000352899 6.57525e-05 0.000470567 -7.5308e-05 -0.000269171 -0.0005108 -0.000276261 7.14202e-05 -3.37039e-05 0.000108333 6.16359e-05 0.000142998 0.000105378 0.000285299 0.000122106 2.52603e-05 -4.57856e-05 1.37086e-05 -6.05967e-05 -0.000533929 3.66935e-05 -4.73694e-05 -5.4417e-05 -0.00013558 -3.98044e-05 0.00013034 0.00029772
internal_weight=0 1689 702 625 524 465 135 987 208 144 101 779 338 238 186 441 382 330 2038 1164 1111 525 464 416 874 792 713 123 590 532 586 498 435 330 100
internal_count=3727 1689 702 625 524 465 135 987 208 144 101 779 338 238 186 441 382 330 2038 1164 1111 525 464 416 874 792 713 123 590 532 586 498 435 330 100
is_linear=0
shrinkage=0.0995203


Tree=6680
num_leaves=21
num_cat=0
split_feature=20 2 17 26 3 3 8 3 9 2 2 2 26 18 26 18 18 3 3 3
split_gain=0.0167473 0.0111607 0.0142204 0.00521607 0.00371258 0.0250422 0.00321982 0.0065023 0.0103191 0.00446768 0.0054567 0.00310893 0.00232384 0.00317003 0.00198992 0.0024959 0.0021325 0.00167105 0.00152089 0.00172424
threshold=0.24030500000000005 -0.23128999999999997 -0.55754499999999996 0.088775000000000021 0.08511500000000001 0.084855000000000028 -0.078844999999999985 0.090995000000000006 0.091405000000000028 -0.081344999999999987 -0.078289999999999985 -0.083254999999999982 0.08709500000000002 -0.015069999999999998 0.089150000000000021 -0.074709999999999985 0.091085000000000013 0.085505000000000012 0.086130000000000026 0.086850000000000024
decision_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 12 14 8 11 -9 -11 -8 13 -3 -5 -16 -17 -6 -19 -20
right_child=-2 3 -4 6 17 -7 7 9 -10 10 -12 -13 -14 -15 15 16 -18 18 19 -21
leaf_value=0.0022974039886402048 -0.0015191979592436909 0.000408952917345137 0 -0.00056424500508095714 -0.00049533887891046113 0.0024815237686124365 -0.00084337253842853733 0.00058576811651685386 -0.0019763168325631041 -0.0011000279975265418 -0.00012394246087374416 0.00027612116581677702 0.00060040717819624439 -0.00016659186141477778 0.00057759909309828975 -0.00017837963684848204 0.00026956980115637181 0.00042624270295134282 -0.00042281788516084835 3.3246182830715411e-05
leaf_weight=48 71 138 61 55 62 48 47 71 55 66 427 50 79 302 80 306 160 91 87 1442
leaf_count=48 71 138 61 55 62 48 47 71 55 66 427 50 79 302 80 306 160 91 87 1442
internal_value=0 2.39176e-05 0.00101595 -6.17571e-06 8.56922e-05 0.000305977 -0.000163677 -0.000306263 -0.000885065 -0.000148822 -0.000256276 -0.000257875 0.000103193 1.20594e-05 4.83e-06 6.36538e-05 -2.28205e-05 1.09478e-05 3.08296e-05 6.76076e-06
internal_weight=0 3675 109 3566 2249 567 1317 716 152 564 493 97 519 440 601 546 466 1682 1620 1529
internal_count=3746 3675 109 3566 2249 567 1317 716 152 564 493 97 519 440 601 546 466 1682 1620 1529
is_linear=0
shrinkage=0.0995203


Tree=6681
num_leaves=22
num_cat=0
split_feature=27 2 17 26 1 1 8 3 5 21 8 19 26 5 3 1 8 1 7 29 3
split_gain=0.0160864 0.00920706 0.0112987 0.00432 0.00323222 0.0229392 0.00311752 0.00846963 0.0039165 0.0038946 0.0038939 0.00274763 0.00237843 0.00223691 0.00180856 0.00206637 0.00473239 0.00381148 0.00179606 0.00213957 0.0016992
threshold=0.11266000000000002 -0.23128999999999997 -0.55754499999999996 0.088775000000000021 -0.078509999999999983 -0.080844999999999986 -0.074844999999999981 0.090905000000000027 -0.073669999999999999 0.098250000000000018 -0.070649999999999991 0.0069650000000000016 0.087865000000000013 -0.016815 0.085195000000000007 -0.068094999999999989 -0.077784999999999993 -0.047239999999999997 -0.074779999999999999 0.097185000000000021 0.15108000000000005
decision_type=2 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 12 14 8 -8 10 -9 -11 13 -3 -5 16 -16 -17 -6 20 -20
right_child=-2 3 -4 6 18 -7 7 9 -10 11 -12 -13 -14 -15 15 17 -18 -19 19 -21 -22
leaf_value=0.0020687658665277174 -0.0014189966879060217 -0.00031516114523236975 0 -0.00050795677572288225 0.00051962212028475575 0.0024061986580274043 -0.0018571918474675198 -0.001145105301286515 -0.00052614846890392062 0.00062113061582151955 -0.00018795611868970723 -0.00023298381400262423 0.000681353874352187 0.00014622627510563511 2.310425139566699e-05 -0.00086326390613615652 0.00094055313492185614 9.5725406688365068e-06 -2.2596430533675305e-05 0.00063632701630845297 -0.00057849116156564583
leaf_weight=48 78 132 58 68 63 46 46 52 46 88 240 63 65 484 342 62 67 238 1356 47 57
leaf_count=48 78 132 58 68 63 46 46 52 46 88 240 63 65 484 342 62 67 238 1356 47 57
internal_value=0 2.5286e-05 0.000939311 -1.68426e-06 8.17747e-05 0.000254421 -0.000145435 -0.000330398 -0.00120057 -0.000147838 -0.000361211 0.000259357 0.000107871 4.60286e-05 -1.7026e-05 2.89044e-05 0.000175397 -0.000168085 -1.00158e-07 -2.30872e-05 -4.56004e-05
internal_weight=0 3668 106 3562 2250 727 1312 535 92 443 292 151 681 616 777 709 409 300 1523 1460 1413
internal_count=3746 3668 106 3562 2250 727 1312 535 92 443 292 151 681 616 777 709 409 300 1523 1460 1413
is_linear=0
shrinkage=0.0995203


Tree=6682
num_leaves=24
num_cat=0
split_feature=10 10 26 5 5 5 21 3 3 8 3 3 26 26 21 8 17 17 8 29 21 4 5
split_gain=0.0157237 0.0117832 0.0030831 0.00323768 0.0231891 0.00282219 0.00255744 0.00311565 0.00456373 0.00252874 0.00469024 0.00654466 0.00222706 0.0020479 0.00247491 0.00187033 0.00260236 0.00564838 0.00312951 0.00171751 0.00211883 0.00148483 0.000861133
threshold=0.093790000000000026 0.088065000000000018 0.088775000000000021 -0.09583499999999999 -0.092514999999999986 -0.089564999999999992 0.084260000000000015 0.090205000000000021 0.10341500000000002 -0.078844999999999985 0.090995000000000006 0.089605000000000018 0.088435000000000027 0.093175000000000022 0.098250000000000018 -0.080924999999999983 -0.015464999999999998 -0.0069749999999999994 -0.090274999999999994 -0.046564999999999995 -0.032929999999999994 0.12631500000000004 -0.013384999999999999
decision_type=2 2 2 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 -6 19 -8 -9 15 11 22 -7 -12 -15 16 18 -18 -4 21 -21 -1 -11
right_child=-2 -3 9 4 5 12 7 8 -10 10 13 -13 -14 14 -16 -17 17 -19 -20 20 -22 -23 -24
leaf_value=0 -0.0015267920078220144 0.0015720745106866064 -0.00020244153842302435 0.0021941559983732636 -0.00064888763673730373 8.0411295234079032e-05 -0.00092803742947415648 0.00048187093643107403 -0.00052207638453638332 -0.00054287415348484565 -0.00063898771394832043 -0.0016176325496882764 0.00078593959580352266 -0.00019505479837803982 0.00027083529994508123 0.00044866948203048769 -0.0012140911860413607 -3.5415240644694546e-05 0.00065245102638992428 -0.00048507530698988904 0.0001115533148546402 0.00072473628384058951 3.3233501433607417e-05
leaf_weight=52 66 48 74 53 51 1517 70 71 120 48 65 54 46 350 166 91 47 293 96 89 171 58 50
leaf_count=52 66 48 74 53 51 1517 70 71 120 48 65 54 46 350 166 91 47 293 96 89 171 58 50
internal_value=0 2.29797e-05 2.28168e-06 7.23636e-05 0.000145263 7.74745e-05 -0.000118927 -0.00035785 -0.000144595 -0.000117831 -0.000242035 -0.000735188 0.000101699 -0.000111609 -4.35889e-05 3.22917e-05 -4.0398e-05 -0.000200758 0.000275506 4.73993e-05 -8.95287e-05 0.000378489 -0.000240588
internal_weight=0 3680 3632 2298 1667 1614 631 261 191 1334 733 152 1563 581 516 601 510 340 170 370 260 110 98
internal_count=3746 3680 3632 2298 1667 1614 631 261 191 1334 733 152 1563 581 516 601 510 340 170 370 260 110 98
is_linear=0
shrinkage=0.0995203


Tree=6683
num_leaves=25
num_cat=0
split_feature=20 2 9 9 9 26 3 0 5 5 9 2 1 29 7 9 8 3 26 8 26 6 3 8
split_gain=0.013312 0.00705787 0.011053 0.00379115 0.00401941 0.0239958 0.00299539 0.00498557 0.00353482 0.00194247 0.00556209 0.00518971 0.0082736 0.00332521 0.00263639 0.00183777 0.0020758 0.00350871 0.00564239 0.004949 0.00252456 0.0039839 0.00214298 0.00206329
threshold=0.24030500000000005 -0.23128999999999997 0.095415000000000014 0.085280000000000022 0.083875000000000019 0.08401500000000002 0.085965000000000028 -0.086109999999999992 -0.01504 -0.014374999999999999 0.081605000000000025 -0.08569499999999998 -0.086814999999999989 1.0000000180025095e-35 -0.074779999999999999 0.085765000000000022 -0.074844999999999981 0.092200000000000018 0.11377500000000003 -0.071344999999999992 0.099260000000000029 0.090845000000000023 0.084895000000000012 -0.086775000000000005
decision_type=2 2 2 2 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 -7 -8 10 14 12 -11 -13 -3 23 20 18 -18 -19 22 -22 -17 -5
right_child=-2 3 -4 15 5 6 8 -9 -10 11 -12 13 -14 -15 -16 16 17 19 -20 -21 21 -23 -24 -25
leaf_value=-8.1584100082165588e-05 -0.0013536326449196333 0.00060560050284255826 0.0019207118359856354 -0.00099869700850773206 0.0024304336866588132 -0.00063061620932053906 0.0011446621778414448 0.00030862137967031745 -1.3088400258954265e-05 -9.4163229620288186e-06 -0.00096909697011702796 -0.00012612294326634543 0.0017568395412396966 0.00067073508606265006 -6.635917493284045e-05 0.00058467654229052272 -0.00024930812848036313 -0.00082754972803132274 -0.0014088995583808616 4.9592868750772596e-05 -9.4875970536434262e-05 0.0011676737234050877 -5.9669382455082253e-05 -7.7526484505648373e-05
leaf_weight=60 71 65 49 46 50 102 49 123 53 56 64 317 48 62 522 54 206 72 53 545 50 47 927 55
leaf_count=60 71 65 49 46 50 102 49 123 53 56 64 317 48 62 522 54 206 72 53 545 50 47 927 55
internal_value=0 2.21486e-05 0.000811021 -1.73487e-06 0.000117699 0.000399348 8.62806e-05 -0.000113528 0.00053506 2.33428e-05 -8.80149e-05 0.000175128 0.000797908 2.07388e-06 6.65408e-06 -8.99507e-05 -6.80693e-05 -0.000181967 -0.00048976 -5.14374e-05 2.37267e-05 0.000508436 -2.33663e-05 -0.000505175
internal_weight=0 3675 109 3566 1511 377 327 225 102 1134 651 483 104 379 587 2055 1954 876 259 617 1078 97 981 101
internal_count=3746 3675 109 3566 1511 377 327 225 102 1134 651 483 104 379 587 2055 1954 876 259 617 1078 97 981 101
is_linear=0
shrinkage=0.0995203


Tree=6684
num_leaves=14
num_cat=0
split_feature=21 30 26 1 3 9 1 9 10 5 21 21 26
split_gain=0.0151233 0.00363704 0.00420843 0.00417396 0.0149672 0.00645113 0.00444447 0.00527264 0.00242791 0.00238581 0.00208469 0.00639836 0.00183487
threshold=-0.10962999999999999 0.12577500000000003 0.099855000000000013 -0.083284999999999984 0.090360000000000024 0.09143500000000003 -0.077774999999999997 0.11296000000000002 0.09056500000000002 0.63223000000000018 -0.018669999999999996 -0.042694999999999997 0.096275000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 5 -5 -4 -6 -8 9 10 11 -2 -12
right_child=1 -3 3 4 6 -7 7 -9 -10 -11 12 -13 -14
leaf_value=0.0014063040275105745 -8.8589966497495699e-05 -0.00090075294560484139 0.00042780244910188553 0.0018375347707779877 -0.00056140596237746771 -0.0010770763434362382 0.00060644501346221284 -0.00021437877217068648 0.00051732005427601244 -0.00072720403748629419 -9.6417568065786751e-06 -0.0012438984605822549 -0.00042193417499526145
leaf_weight=75 273 46 57 60 71 55 210 121 71 54 2488 58 112
leaf_count=75 273 46 57 60 71 55 210 121 71 54 2488 58 112
internal_value=0 -2.11843e-05 -9.81275e-06 0.000237165 0.000370102 -0.000303892 0.000149046 0.000303912 -5.64698e-05 -7.0392e-05 -5.80118e-05 -0.000293504 -2.77169e-05
internal_weight=0 3676 3630 574 462 112 402 331 3056 2985 2931 331 2600
internal_count=3751 3676 3630 574 462 112 402 331 3056 2985 2931 331 2600
is_linear=0
shrinkage=0.0995203


Tree=6685
num_leaves=18
num_cat=0
split_feature=20 26 4 17 4 4 4 17 1 2 18 8 26 0 2 6 18
split_gain=0.017568 0.00265601 0.00354073 0.00300511 0.00309222 0.00774338 0.00436416 0.00304661 0.00280645 0.0108048 0.0067829 0.00290159 0.00642901 0.00595367 0.00405049 0.00269904 0.00235224
threshold=-0.41270499999999993 0.099855000000000013 0.15340500000000004 -0.56655999999999984 0.10300500000000003 0.10533000000000002 0.10739000000000003 -0.55026999999999993 -0.083284999999999984 -0.082139999999999991 0.087065000000000017 -0.073029999999999984 0.11880500000000002 -0.071799999999999989 -0.060455000000000002 0.11816500000000002 0.11061000000000003
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 -7 -5 10 -10 -3 14 13 -13 -11 -9 -14
right_child=1 8 -4 4 5 6 -8 15 9 11 -12 12 16 -15 -16 -17 -18
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leaf_weight=46 69 56 46 51 51 60 452 2313 62 47 57 56 119 72 50 80 64
leaf_count=46 69 56 46 51 51 60 452 2313 62 47 57 56 119 72 50 80 64
internal_value=0 -1.7459e-05 -5.40726e-05 -4.08334e-05 -2.56499e-05 0.000184202 6.60347e-05 -7.43264e-05 0.000177205 0.000285111 -0.000264365 9.69549e-05 -4.88441e-05 -0.000592161 0.000572853 -5.77376e-05 0.000326707
internal_weight=0 3705 3122 3076 3007 563 512 2444 583 470 113 408 311 128 97 2393 183
internal_count=3751 3705 3122 3076 3007 563 512 2444 583 470 113 408 311 128 97 2393 183
is_linear=0
shrinkage=0.0995203


Tree=6686
num_leaves=12
num_cat=0
split_feature=20 30 26 21 10 17 20 5 1 1 1
split_gain=0.0142455 0.00277044 0.00295273 0.00544213 0.00270201 0.00222371 0.00375507 0.0048186 0.00151762 0.00288718 0.00237102
threshold=-0.41270499999999993 0.12577500000000003 0.15222000000000005 0.093685000000000032 0.091445000000000026 -0.50029000000000001 -0.081254999999999994 0.41088500000000011 -0.06551499999999999 -0.050379999999999994 -0.07002499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 -8 10 -10 -7
right_child=1 -3 3 -5 -6 8 7 -9 9 -11 -12
leaf_value=0.0017463897968341825 0.00029924395370031488 -0.00078339539361438381 0.0011095282816020644 -0.00013002207017130091 0.0005746456806001815 3.8881498227235431e-05 -0.000972511522642309 -4.5292803240452544e-05 -0.00066611239257701848 -4.5395903100376723e-05 0.00071304831850163585
leaf_weight=46 77 46 65 74 73 1337 110 116 78 1675 54
leaf_count=46 77 46 65 74 73 1337 110 116 78 1675 54
internal_value=0 -1.5731e-05 -5.85643e-06 0.000443735 -2.38427e-05 -3.67549e-05 -0.000294351 -0.000500216 -1.16689e-05 -7.34818e-05 6.56419e-05
internal_weight=0 3705 3659 139 3520 3447 303 226 3144 1753 1391
internal_count=3751 3705 3659 139 3520 3447 303 226 3144 1753 1391
is_linear=0
shrinkage=0.0995203


Tree=6687
num_leaves=12
num_cat=0
split_feature=20 30 9 6 7 7 18 18 2 9 5
split_gain=0.0115512 0.00224636 0.00220342 0.00208741 0.00182089 0.00191465 0.00199492 0.00282354 0.00270551 0.000902212 0.00152977
threshold=-0.41270499999999993 0.12577500000000003 0.11222500000000002 -0.097455 0.085015000000000021 0.076760000000000023 -0.022504999999999997 -0.015440000000000001 -0.085209999999999994 0.13087500000000005 -0.034484999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 8 -8 -2 10 -5
right_child=1 -3 3 9 -6 -7 7 -9 -10 -11 -12
leaf_value=0.0015725887578723632 -0.00031062631780397258 -0.00070543172136595706 0.00079485835265756153 -0.00043327991845307782 0.00045465735921135388 -0.0006556617950888797 0.00058204831223734096 8.0216801119625447e-06 -1.1754418874652421e-05 0.00042718174389667939 0.00026664959486159031
leaf_weight=46 484 46 60 55 76 49 89 1910 805 61 70
leaf_count=46 484 46 60 55 76 49 89 1910 805 61 70
internal_value=0 -1.41655e-05 -5.25133e-06 0.000282127 -2.62047e-05 -3.74016e-05 -2.79389e-05 3.39882e-05 -0.000124611 0.000112329 -3.47704e-05
internal_weight=0 3705 3659 246 3413 3337 3288 1999 1289 186 125
internal_count=3751 3705 3659 246 3413 3337 3288 1999 1289 186 125
is_linear=0
shrinkage=0.0995203


Tree=6688
num_leaves=10
num_cat=0
split_feature=6 19 18 27 18 18 17 0 1
split_gain=0.014009 0.00887066 0.00553891 0.00247941 0.00143427 0.00218743 0.00182992 0.00406051 0.00157593
threshold=0.23153500000000005 0.14061500000000002 -0.45171999999999995 0.11470500000000003 -0.089234999999999995 -0.091229999999999992 -0.56005499999999986 0.12433000000000002 -0.49837999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 -6 -8 -4
right_child=-2 -3 3 -5 6 -7 7 -9 -10
leaf_value=-0.00090707987361799487 0.0015805999612159775 0.0012851958956151457 -0.00034913663308908512 0.00064420509852675925 -0.00058352253334549803 0.00061084644317639409 -5.7708868331855127e-05 0.00062494608109414087 0.00011618113170909801
leaf_weight=69 56 52 84 57 62 78 2712 89 491
leaf_count=69 56 52 84 57 62 78 2712 89 491
internal_value=0 -5.17122e-06 -2.38197e-05 -6.53349e-06 -1.73158e-05 0.000115411 -4.78745e-05 -3.57257e-05 4.67806e-05
internal_weight=0 3694 3642 3573 3516 653 2863 2801 575
internal_count=3750 3694 3642 3573 3516 653 2863 2801 575
is_linear=0
shrinkage=0.0995203


Tree=6689
num_leaves=10
num_cat=0
split_feature=21 19 18 9 3 6 9 0 29
split_gain=0.0118243 0.00614779 0.00463483 0.00287907 0.00427785 0.00287912 0.00232544 0.00697556 0.00641471
threshold=-0.10223999999999998 0.14061500000000002 -0.45171999999999995 0.12912500000000005 0.12992500000000004 0.13225500000000004 0.11351500000000002 -0.065519999999999981 0.12330000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 8 -8 -4
right_child=1 -3 3 4 -6 -7 7 -9 -10
leaf_value=0.0012135120594254372 -0.00082695046488422087 0.0010753043501774754 -1.2088040974272977e-05 -7.6760776674220912e-05 0.0011721492104089411 -0.00060768298121869734 -0.0012889610685290099 0.00026936157583000165 0.0011469184016611106
leaf_weight=80 70 51 3199 57 50 82 53 60 48
leaf_count=80 70 51 3199 57 50 82 53 60 48
internal_value=0 -9.3773e-06 -2.48892e-05 -8.83874e-06 0.000499192 -2.48695e-05 -1.04024e-05 -0.000454289 4.79331e-06
internal_weight=0 3670 3619 3549 107 3442 3360 113 3247
internal_count=3750 3670 3619 3549 107 3442 3360 113 3247
is_linear=0
shrinkage=0.0995203


Tree=6690
num_leaves=10
num_cat=0
split_feature=6 19 18 9 6 9 2 7 9
split_gain=0.0109391 0.00597597 0.00361628 0.00180639 0.00184505 0.00192419 0.00974887 0.00535297 0.000551388
threshold=0.23153500000000005 0.14071500000000006 -0.45171999999999995 0.12912500000000005 0.13225500000000004 0.11351500000000002 -0.063744999999999982 0.10135500000000001 0.18114000000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4 -5
right_child=-2 -3 3 8 -6 6 -8 -9 -10
leaf_value=-0.00073450879854576405 0.0013954060959989929 0.0010855463722803001 -9.8751201418134572e-06 0.00065511945408617471 -0.0005363279728841404 0.00039281336413169235 -0.0014553298895024027 0.0010597794531969032 0.00015746486064357798
leaf_weight=69 56 49 3249 49 67 64 50 47 50
leaf_count=69 56 49 3249 49 67 64 50 47 50
internal_value=0 -5.87791e-06 -2.07746e-05 -6.77396e-06 -1.89344e-05 -8.52858e-06 -0.000410595 5.12949e-06 0.000412048
internal_weight=0 3694 3645 3576 3477 3410 114 3296 99
internal_count=3750 3694 3645 3576 3477 3410 114 3296 99
is_linear=0
shrinkage=0.0995203


Tree=6691
num_leaves=12
num_cat=0
split_feature=21 26 8 18 21 12 26 9 20 21 8
split_gain=0.0101717 0.0560049 0.00381433 0.00297913 0.00280027 0.00277942 0.00271379 0.002544 0.00253475 0.00176558 0.00162071
threshold=-0.080634999999999998 0.088325000000000028 -0.087374999999999994 -0.45171999999999995 -0.070074999999999985 0.098385000000000028 0.084645000000000012 0.083795000000000022 0.27003000000000005 -0.023324999999999999 -0.49499500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 8 7 -4 9 -6 -11
right_child=3 -3 6 4 5 -7 -8 -9 -10 10 -12
leaf_value=0.00067556684618137459 -0.00066161768005235035 0.0037651324600620028 -0.0001364024116761053 -0.00073639263516517143 0.00050649878219667221 -0.00076692313870441327 0.00027478092636757799 -0.0011030490672928892 0.00072944727354719535 -0.00045140794347004192 -5.4188301690937794e-06
leaf_weight=55 73 46 65 53 65 47 57 49 47 83 3110
leaf_count=55 73 46 65 53 65 47 57 49 47 83 3110
internal_value=0 0.00059963 -4.10542e-05 -3.22377e-05 -1.85039e-05 -6.90882e-06 -0.000276334 -0.000559072 3.65157e-06 -6.56753e-06 -1.72684e-05
internal_weight=0 272 226 3478 3405 3352 171 114 3305 3258 3193
internal_count=3750 272 226 3478 3405 3352 171 114 3305 3258 3193
is_linear=0
shrinkage=0.0995203


Tree=6692
num_leaves=25
num_cat=0
split_feature=20 6 17 17 18 2 26 6 18 18 8 18 17 27 2 38 17 26 26 8 8 8 8 9
split_gain=0.00439971 0.00253433 0.0028102 0.0209914 0.00386915 0.00344107 0.00661736 0.00510569 0.00257312 0.00759483 0.00603974 0.00478532 0.00604736 0.0025007 0.0020094 0.0012693 0.00163663 0.00463485 0.00880015 0.00392102 0.00172649 0.0049244 0.00283536 0.00116174
threshold=-0.25378999999999996 0.085570000000000021 -0.012064999999999999 -0.0090649999999999984 -0.083039999999999989 -0.070354999999999987 0.09271500000000002 0.098855000000000012 -0.007069999999999999 0.089505000000000015 -0.049499999999999995 -0.023444999999999997 -0.095109999999999986 0.11470500000000003 -0.085944999999999994 -0.072014999999999996 -0.45791500000000002 0.086255000000000012 0.090845000000000023 -1.0000000180025095e-35 -0.086254999999999984 -0.087129999999999999 -0.085289999999999991 -0.081559999999999994
decision_type=2 2 2 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 8 -4 -5 7 -7 -6 11 -10 -11 12 14 15 -3 23 17 19 -19 -17 21 -18 -22 -2
right_child=1 2 3 4 5 6 -8 -9 9 10 -12 -13 -14 -15 -16 16 20 18 -20 -21 22 -23 -24 -25
leaf_value=-0.00075481087869721836 0 2.205004143197116e-05 0.0023313704527159348 0.00096033748487360363 0.00013658637562103973 0.001445604528998906 -1.6088551704867252e-05 -0.00064168811808092455 -0.0011404103311992359 0.00064642995094804591 -0.00062791633689472973 0.00084493096718140271 -0.00072237089976977275 0.00065203185866461312 0.0007355687669852812 -0.00080646415041536214 -3.8150071302161453e-05 0.0016440527613529132 5.2454992244986197e-05 0.00014953470719868215 -0.00079460622130009945 0.00085230262862818834 -0.00011175809298619566 0.00068060176228198718
leaf_weight=69 50 102 47 53 317 48 82 113 68 90 62 80 85 55 66 65 634 50 114 120 64 68 1193 47
leaf_count=69 50 102 47 53 317 48 82 113 68 90 62 80 85 55 66 65 634 50 114 120 64 68 1193 47
internal_value=0 4.68293e-05 0.000164597 0.000303255 0.000146419 6.79255e-05 0.000517317 -6.60332e-05 0 -0.000265 0.000121245 0.000173598 -3.54452e-05 -1.0908e-05 0.000307234 -2.64091e-05 -4.15458e-05 0.000156233 0.00054269 -0.000181932 -7.71983e-05 4.69385e-05 -0.000147177 0.000325309
internal_weight=0 3673 1213 660 613 560 130 430 553 220 152 333 253 2460 168 2405 2308 349 164 185 1959 702 1257 97
internal_count=3742 3673 1213 660 613 560 130 430 553 220 152 333 253 2460 168 2405 2308 349 164 185 1959 702 1257 97
is_linear=0
shrinkage=0.0995203


Tree=6693
num_leaves=20
num_cat=0
split_feature=20 0 0 18 26 0 8 0 26 26 2 2 0 27 1 29 2 21 4
split_gain=0.00356881 0.00268585 0.00370976 0.00665275 0.00266529 0.0101451 0.00303727 0.00358634 0.00228975 0.0021472 0.00239374 0.00610579 0.00374216 0.00195744 0.00225024 0.00202632 0.0017281 0.00335846 0.00294046
threshold=-0.25378999999999996 -0.087084999999999982 -0.085794999999999996 -0.010029999999999999 0.099855000000000013 -0.080074999999999993 -0.072559999999999999 -0.071484999999999993 0.12508000000000005 0.096980000000000025 -0.081665000000000001 -0.082404999999999992 -0.083814999999999987 0.086250000000000021 0.50644500000000015 -0.08070999999999999 0.13896000000000006 0.090285000000000018 0.10533000000000002
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 9 -6 -7 -8 13 10 11 -4 -12 14 16 -15 18 -18 -2
right_child=1 2 4 -5 5 6 7 -9 -10 -11 12 -13 -14 15 -16 -17 17 -19 -20
leaf_value=-0.00067969185868729939 -0.00010421004519393291 0.0013746202614472601 9.1700051765195154e-06 0 0.0016635939127619718 0.00072938305246669885 -0.00047493960694100837 0.000239997157653575 0.00051091336164218819 -0.00052659655692106693 0.0010434857521964399 -0.00093968016887358637 0.00011495964708778422 0.00072335163235874513 -0.00080309331958756177 -4.2077476112058738e-05 0.00084646787540896412 -0.00023921534291579787 -0.00077160279406704262
leaf_weight=69 926 62 822 78 48 67 107 198 64 68 46 73 741 55 49 86 52 60 71
leaf_count=69 926 62 822 78 48 67 107 198 64 68 46 73 741 55 49 86 52 60 71
internal_value=0 4.22458e-05 0.000107754 0.000605117 7.52891e-05 0.000300573 0.000122499 -8.13274e-06 -6.81768e-05 2.07531e-05 4.33681e-05 -6.73076e-05 0.000170272 -9.7338e-05 -0.000140421 0.000250688 -0.000110404 0.000257543 -0.000152559
internal_weight=0 3673 2310 140 2170 420 372 305 1363 1750 1682 895 787 1299 1158 141 1109 112 997
internal_count=3742 3673 2310 140 2170 420 372 305 1363 1750 1682 895 787 1299 1158 141 1109 112 997
is_linear=0
shrinkage=0.0995203


Tree=6694
num_leaves=15
num_cat=0
split_feature=21 1 10 17 17 0 8 8 17 27 38 11 4 4
split_gain=0.00315622 0.00207676 0.00197442 0.00541397 0.00285542 0.00242738 0.00185631 0.00832123 0.0040624 0.00176323 0.00133967 0.00177452 0.00195898 0.00136734
threshold=-0.096850000000000006 -0.025004999999999999 0.084475000000000022 -0.55286000000000002 -0.54441499999999998 0.12346000000000003 -0.082419999999999993 -0.083849999999999994 -0.031185000000000001 0.11470500000000003 -0.07453499999999999 -0.065469999999999987 0.14095000000000005 0.12205500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 7 -6 -8 10 -3 -12 13 -13
right_child=1 9 5 4 6 -7 8 -9 -10 -11 11 12 -14 -15
leaf_value=-0.00055576243162142134 0.0010780054982416566 0.00041386878204781303 0.00019076896549248133 -0.00063190516362549281 0.00013109947440582815 -0.00072429740870983642 3.1616530939239409e-05 -0.00092921138098912923 0.00044610893576988125 0.00054428308221658554 -0.00057791426790555702 -4.5983446534500067e-05 0.00057473300989826213 -0.00045382729742004461
leaf_weight=90 59 58 53 50 627 60 523 83 431 50 66 1457 48 87
leaf_count=90 59 58 53 50 627 60 523 83 431 50 66 1457 48 87
internal_value=0 4.0401e-05 0.000113129 0.000139148 0.000106352 -0.000287863 0.000129028 5.99459e-06 0.000219735 -3.68057e-05 -5.42142e-05 -7.10824e-05 -4.95563e-05 -6.94945e-05
internal_weight=0 3652 1886 1773 1714 113 1664 710 954 1766 1716 1658 1592 1544
internal_count=3742 3652 1886 1773 1714 113 1664 710 954 1766 1716 1658 1592 1544
is_linear=0
shrinkage=0.0995203


Tree=6695
num_leaves=27
num_cat=0
split_feature=6 0 0 18 26 8 6 6 6 0 8 20 20 0 26 26 21 20 20 2 20 21 8 21 21 2
split_gain=0.0027574 0.00195674 0.00298451 0.00539162 0.00206896 0.00844803 0.00286179 0.00422292 0.0026485 0.00449623 0.00616589 0.00348888 0.00314373 0.0018998 0.00238044 0.00479318 0.00223545 0.00203426 0.00474588 0.00448656 0.00436023 0.00253779 0.00181744 0.00172521 0.00373901 0.00298076
threshold=0.23663500000000004 -0.087084999999999982 -0.085794999999999996 -0.010029999999999999 0.099855000000000013 -0.073029999999999984 0.11596500000000003 0.098855000000000012 0.091180000000000025 -0.075179999999999983 -0.082739999999999994 -0.097019999999999995 -0.085204999999999989 -0.095339999999999994 0.088115000000000013 0.091195000000000012 -0.091104999999999992 -0.010819999999999998 -0.055879999999999992 0.13398000000000002 -0.073489999999999986 0.096665000000000015 -0.073999999999999996 0.090830000000000022 0.085855000000000029 -0.083204999999999987
decision_type=2 2 2 2 2 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 8 -6 7 -7 11 10 -10 -4 -13 16 23 -16 -1 18 20 21 -18 -19 -11 24 25 -15
right_child=-2 2 4 -5 5 6 -8 -9 9 22 -12 12 -14 14 15 -17 17 19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.00065030863449220481 -0.00070276854720369879 0.0012283889964334153 -0.00051559694459808974 -4.6506581871214089e-06 0.0011198726990322384 7.4154523713312445e-05 0.00074720114034391072 -0.00096489692445133224 -0.0011314168298001395 0.00077940323973696771 -0.00011326442596011021 0.00075653050332242795 8.1786007390919046e-05 0.00019823876774371189 -0.0012286381085796292 -9.7908614691420487e-06 -9.1798376533354129e-05 0.00020815487655815364 -0.00075734519906983904 -0.00041581048761341641 0.00089082441224794435 0.00082410784658109378 -2.4217389524899656e-05 -0.00045341648428770613 0.00062001150077011598 -0.00062319521666035383
leaf_weight=46 51 62 91 78 89 240 47 46 86 48 194 73 1203 87 61 70 256 275 86 91 54 90 62 91 79 86
leaf_count=46 51 62 91 78 89 240 47 46 86 48 194 73 1203 87 61 70 256 275 86 91 54 90 62 91 79 86
internal_value=0 3.35255e-05 8.94037e-05 0.000535563 6.03624e-05 0.000258336 2.56164e-05 -9.01034e-05 1.23469e-05 -0.000215856 -0.000428906 7.80512e-05 0.00012103 -6.03249e-05 -0.000221686 -0.000583595 2.3936e-05 6.12998e-05 -0.000102342 0.000205205 7.67276e-05 0.000362277 0.000319012 -8.10769e-05 5.01306e-05 -0.000205372
internal_weight=0 3691 2319 140 2179 422 333 286 1757 390 280 1367 1276 1372 474 131 898 852 396 456 310 365 110 343 252 173
internal_count=3742 3691 2319 140 2179 422 333 286 1757 390 280 1367 1276 1372 474 131 898 852 396 456 310 365 110 343 252 173
is_linear=0
shrinkage=0.0995203


Tree=6696
num_leaves=12
num_cat=0
split_feature=18 20 22 0 0 0 17 8 18 17 20
split_gain=0.00567933 0.0027907 0.00217539 0.00220175 0.00450921 0.00337359 0.00212999 0.00185331 0.00140665 0.00272523 0.00171907
threshold=0.24916000000000005 -0.25378999999999996 0.13240000000000005 -0.086025000000000004 -0.086414999999999992 -0.085605000000000001 -0.56368999999999991 -0.069444999999999993 0.10361000000000002 0.00079000000000000023 -0.091229999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -5 -7 -8 10 -10 -3
right_child=-2 2 -4 5 -6 6 7 -9 9 -11 -12
leaf_value=-0.00063267156922566315 -0.00079702375825681335 0.00031992579242674557 0.00066275744656719494 0.00079606770387593683 -0.001053766159152647 0.00066726919762302998 0.00010309473050041829 -9.3141683308863412e-05 -0.00095909615647032866 -3.3908224754446765e-05 -6.6206220897196079e-05
leaf_weight=68 91 127 50 61 47 53 1233 774 49 94 1105
leaf_count=68 91 127 50 61 47 53 1233 774 49 94 1105
internal_value=0 -8.66338e-07 1.08632e-05 1.43237e-06 -9.41454e-05 6.58973e-05 4.38784e-05 2.70082e-05 -6.07484e-05 -0.000356656 -2.57375e-05
internal_weight=0 3661 3593 3543 1422 2121 2060 2007 1375 143 1232
internal_count=3752 3661 3593 3543 1422 2121 2060 2007 1375 143 1232
is_linear=0
shrinkage=0.0995203


Tree=6697
num_leaves=10
num_cat=0
split_feature=18 20 22 17 9 9 8 8 26
split_gain=0.00465155 0.00224872 0.00177729 0.0017646 0.00151865 0.0028009 0.00154138 0.00315442 0.00313252
threshold=0.26473000000000008 -0.25378999999999996 0.13264000000000004 -0.5696199999999999 0.11891000000000003 0.14805500000000002 -0.068099999999999994 -0.065919999999999992 0.11746500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 8 -8 -5
right_child=-2 2 -4 4 5 -7 7 -9 -10
leaf_value=-0.00056970802272289056 -0.00080507535926770937 0.00058693963956971454 0.00061589013468945188 4.7490707000719599e-07 0.00072411950727310965 -0.00010439947343026858 -0.00091633143824887604 -8.1421061935215357e-05 0.0005941396820558888
leaf_weight=68 73 50 47 2106 77 82 47 1110 92
leaf_count=68 73 50 47 2106 77 82 47 1110 92
internal_value=0 -2.5541e-06 7.89948e-06 0 -8.47151e-06 0.000291684 -2.29405e-05 -0.000116045 2.56959e-05
internal_weight=0 3679 3611 3564 3514 159 3355 1157 2198
internal_count=3752 3679 3611 3564 3514 159 3355 1157 2198
is_linear=0
shrinkage=0.0995203


Tree=6698
num_leaves=12
num_cat=0
split_feature=18 6 9 2 9 22 19 0 0 0 20
split_gain=0.00381579 0.0020932 0.00148588 0.00282177 0.00338702 0.00176776 0.00227001 0.00170692 0.00406149 0.00388295 0.00126324
threshold=0.24916000000000005 0.23663500000000004 0.11891000000000003 -0.046564999999999995 0.13642500000000005 0.13240000000000005 0.12477000000000003 -0.086025000000000004 -0.086775000000000005 -0.085605000000000001 -0.014035000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 7 8 -1 -9 -8
right_child=-2 -3 3 -5 -6 -7 10 9 -10 -11 -12
leaf_value=-4.2019266163133422e-05 -0.00065312100753385093 -0.00064020320121929849 0.00054564508841147658 0.00091626857816069958 -0.00060965079558981082 0.00058207378779848444 -0.00011237336616438212 0.00089217603715946209 -0.00077447746450086917 3.5351147391798847e-05 -0.00084536526782423506
leaf_weight=1265 91 50 54 51 47 50 50 54 80 1911 49
leaf_count=1265 91 50 54 51 47 50 50 54 80 1911 49
internal_value=0 -4.87876e-07 8.1433e-06 0.00031277 0 -5.00633e-06 -1.38572e-05 0 -8.61942e-05 5.93141e-05 -0.000483437
internal_weight=0 3661 3611 152 101 3459 3409 3310 1345 1965 99
internal_count=3752 3661 3611 152 101 3459 3409 3310 1345 1965 99
is_linear=0
shrinkage=0.0995203


Tree=6699
num_leaves=17
num_cat=0
split_feature=18 21 6 18 18 26 9 9 17 17 2 20 17 1 2 18
split_gain=0.00312728 0.00167978 0.00240191 0.00133956 0.00383444 0.00773665 0.00260718 0.00475811 0.00448993 0.00400102 0.00258592 0.0025117 0.00190369 0.0037986 0.00185417 0.00207113
threshold=0.26473000000000008 -0.091104999999999992 -0.0040799999999999994 -0.090899999999999995 -0.098315 0.047170000000000011 0.094085000000000016 0.097200000000000022 -0.54441499999999998 -0.45380999999999999 -0.085944999999999994 -0.074014999999999984 -0.56005499999999986 -0.49056499999999997 -0.19220999999999999 -0.08727
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 8 -8 -3 -10 -7 -9 -5 -14 -15 -16
right_child=-2 3 -4 12 5 10 7 11 9 -11 -12 -13 13 14 15 -17
leaf_value=5.4388910579143058e-06 -0.00065995537781536975 -0.0010917022725629526 -0.00088636986306700688 -0.00062797327148484436 0.0015282256829400437 -0.00036839015607697151 0.00099186432346076605 0.00051329516663380515 0.000695646854302796 -0.00023600291181222511 0.00053822716128238551 -0.00040970431014718787 0.0006314937841021722 -0.00059622403868265052 -0.00038017739726998534 3.7501967793922364e-06
leaf_weight=68 73 46 51 50 54 60 63 46 59 201 64 79 89 56 147 2546
leaf_count=68 73 46 51 50 54 60 63 46 59 201 64 79 89 56 147 2546
internal_value=0 -1.8893e-06 -0.000369886 1.01818e-05 0.000136887 0.000532963 -4.17143e-06 0.000285811 -0.000185006 -2.14414e-05 9.29396e-05 -6.34914e-05 -1.90174e-05 -8.00038e-06 -2.90021e-05 -1.69029e-05
internal_weight=0 3679 119 3560 672 178 494 188 306 260 124 125 2888 2838 2749 2693
internal_count=3752 3679 119 3560 672 178 494 188 306 260 124 125 2888 2838 2749 2693
is_linear=0
shrinkage=0.0995203


Tree=6700
num_leaves=11
num_cat=0
split_feature=18 3 3 19 27 7 23 0 38 4
split_gain=0.0107357 0.0030868 0.0211169 0.00285055 0.00262893 0.00284657 0.00260083 0.00277192 0.0014614 0.00189746
threshold=0.26473000000000008 0.081685000000000021 0.07728500000000002 -0.14551 0.10868000000000001 0.095885000000000026 0.086650000000000019 -0.233955 -0.080750000000000002 0.11541000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 5 6 7 -5 -1 -10
right_child=-2 3 -4 4 -6 -7 -8 -9 9 -11
leaf_value=-0.00033364071453147962 0.0012006449438483691 -0.0008042056268765485 -0.0023188231184518159 0.00065977365361304487 0.00056721601676254258 -0.00074534484383286198 -0.00070757278119582218 -1.7599938390905317e-05 -0.00016225668559314175 0.00053785021375404006
leaf_weight=77 69 46 46 61 75 54 53 3088 72 79
leaf_count=77 69 46 46 61 75 54 53 3088 72 79
internal_value=0 -5.21252e-05 -0.000373603 -2.5799e-05 -1.48037e-05 -2.84616e-05 -1.61161e-05 -4.21841e-06 1.52636e-05 0.000198603
internal_weight=0 3651 274 3377 3331 3256 3202 3149 228 151
internal_count=3720 3651 274 3377 3331 3256 3202 3149 228 151
is_linear=0
shrinkage=0.0995203


Tree=6701
num_leaves=19
num_cat=0
split_feature=18 2 17 8 2 21 21 17 26 2 0 19 2 8 2 18 20 26
split_gain=0.00870666 0.00242127 0.00567042 0.0168934 0.00364985 0.00264632 0.00738024 0.00267403 0.0049425 0.00269771 0.00261176 0.00190956 0.00208098 0.004365 0.00224856 0.00638671 0.00195077 0.00154111
threshold=0.26473000000000008 -0.083534999999999984 0.052150000000000009 -0.075449999999999989 -0.084114999999999981 0.096505000000000021 0.11266500000000003 -0.012064999999999999 0.088115000000000013 -0.086254999999999984 -0.085684999999999997 0.13527000000000003 -0.082830000000000001 -0.082244999999999999 -0.082139999999999991 -0.011835 -0.23803499999999997 0.11215000000000001
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 5 7 -7 9 -9 -1 -4 12 13 -3 15 -14 -16 -18
right_child=-2 11 3 -5 -6 6 -8 8 -10 -11 -12 -13 14 -15 16 -17 17 -19
leaf_value=-0.00017608436332541212 0.0010811563587924487 -0.00018207582440633207 -0.00051473372031709337 -0.0023007982900253581 -0.00082008823232429323 -0.0012303070892815001 0.00034354985679481263 0.00060595628963359461 -0.00042120837293326604 0.00033451072892664403 0.00038353505790988273 -0.00053927089316005232 -0.0011095959059828065 0.0011276914646711099 -0.00052741799369069242 0.00020837574596080296 8.5039572779626297e-05 -0.00014952308627193993
leaf_weight=503 69 49 68 47 61 61 56 169 63 128 60 61 65 50 60 81 1741 328
leaf_count=503 69 49 68 47 61 61 56 169 63 128 60 61 65 50 60 81 1741 328
internal_value=0 -4.70047e-05 -0.00016173 -0.000686442 -7.27358e-05 -2.53815e-05 -0.000470011 3.395e-05 0.000323499 -7.12114e-05 -8.72747e-05 9.95127e-06 2.44084e-05 0.000471154 4.60775e-06 -0.000372786 3.08727e-05 4.74585e-05
internal_weight=0 3651 1216 175 1041 980 117 863 232 631 128 2435 2374 99 2275 146 2129 2069
internal_count=3720 3651 1216 175 1041 980 117 863 232 631 128 2435 2374 99 2275 146 2129 2069
is_linear=0
shrinkage=0.0995203


Tree=6702
num_leaves=14
num_cat=0
split_feature=18 6 3 6 20 21 5 5 3 17 10 38 4
split_gain=0.00717563 0.0135989 0.00322057 0.0198574 0.00189094 0.00212772 0.00170501 0.00218566 0.00545611 0.00297194 0.0012954 0.000809695 0.00164519
threshold=0.19545000000000004 0.041585000000000011 0.081685000000000021 0.079640000000000016 -0.24910499999999999 -0.091869999999999993 0.62404000000000015 0.062500000000000014 0.086605000000000029 -0.065004999999999993 0.086175000000000015 -0.077195 0.11541000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 11 -4 -6 7 9 -9 -7 -8 -1 -13
right_child=1 -3 4 -5 5 6 10 8 -10 -11 -12 12 -14
leaf_value=-0.00023018051595525323 -0.0002126621233446777 0.0019633027430667914 -0.0005527529703928274 -0.0022146096880451831 0.00053213633990969469 -0.00025821490313688043 -0.00078719238412069796 0.001093379632680667 6.2794305754778872e-05 5.4821996808280326e-06 -3.5536145766821627e-05 -0.0001494203115391141 0.00052622636242880927
leaf_weight=83 63 51 65 48 70 541 50 56 586 1920 46 75 66
leaf_count=83 63 51 65 48 70 541 50 56 586 1920 46 75 66
internal_value=0 0.000753615 -4.81187e-05 -0.000377576 -2.09948e-05 -1.01711e-05 -2.22936e-05 -9.24454e-06 0.000153965 -5.21535e-05 -0.000435551 1.24205e-05 0.000161034
internal_weight=0 114 3606 272 3334 3269 3199 3103 642 2461 96 224 141
internal_count=3720 114 3606 272 3334 3269 3199 3103 642 2461 96 224 141
is_linear=0
shrinkage=0.0995203


Tree=6703
num_leaves=26
num_cat=0
split_feature=2 2 17 17 0 2 19 26 21 21 8 6 0 6 0 17 1 0 9 17 26 0 26 26 8
split_gain=0.0025049 0.0167973 0.00429689 0.0132813 0.00585615 0.00319453 0.00312779 0.00261207 0.00249581 0.00584342 0.00175712 0.00259514 0.0036836 0.00315088 0.00301673 0.0025435 0.00221771 0.0040395 0.00353202 0.00175098 0.00394511 0.00550349 0.00253524 0.00638434 0.00205231
threshold=-0.083534999999999984 -0.083204999999999987 0.052150000000000009 0.11180000000000002 -0.085684999999999997 -0.084154999999999994 0.12477000000000003 0.089005000000000015 0.095695000000000016 0.11266500000000003 -0.082419999999999993 0.092120000000000021 -0.082224999999999993 0.087455000000000019 -0.083589999999999984 -0.0017249999999999998 -0.50763499999999995 -0.0033699999999999997 0.13087500000000005 -0.012064999999999999 0.088115000000000013 -0.086254999999999984 0.088165000000000021 0.086095000000000019 -0.079585000000000003
decision_type=2 2 2 2 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 8 10 -8 19 -10 11 13 -13 15 -15 -3 -12 18 -18 22 21 -21 23 -1 -24
right_child=1 6 3 4 -6 -7 7 -9 9 -11 16 12 -14 14 -16 -17 17 -19 -20 20 -22 -23 24 -25 -26
leaf_value=9.2508784783966713e-06 0.0018062266414558704 -0.00030493984733346186 -0.001965709488474022 -0.00076818161828746587 0.00053057971641649513 -0.00070716594683266972 -0.0010184981048621921 -8.1122852334233195e-05 -0.0010509890502828239 0.00031340595109128434 0.0007059002475815504 5.2953763333438545e-05 -0.0010809379226345713 0.0008678038946583203 -6.7200509582885349e-05 7.6763297964272311e-05 7.5462455689218852e-05 -0.00064311071179970751 0.00088639780812037198 0.0012206512622608785 -0.00038015437201516938 5.3554296732199788e-05 0.00064101304699358292 -0.00097468132164232543 -7.7408043023087237e-05
leaf_weight=392 52 330 50 64 74 70 53 71 68 56 57 53 58 71 63 358 1186 74 56 69 63 99 85 78 70
leaf_count=392 52 330 50 64 74 70 53 71 68 56 57 53 58 71 63 358 1186 74 56 69 63 99 85 78 70
internal_value=0 3.63861e-05 -0.0001368 -0.000575459 -6.58124e-05 -5.74797e-05 -1.15018e-06 -0.000488377 -1.02382e-05 -0.000428209 2.46944e-05 -8.02119e-05 -0.000532155 -1.81871e-05 0.000422103 -0.000105131 9.6578e-05 6.95643e-05 0.000112686 4.93526e-05 0.000283884 0.000537771 -3.60202e-05 -0.000152298 0.000311283
internal_weight=0 2482 1238 188 138 1050 2430 124 980 124 2306 933 111 822 134 688 1373 1316 1242 856 231 168 625 470 155
internal_count=3720 2482 1238 188 138 1050 2430 124 980 124 2306 933 111 822 134 688 1373 1316 1242 856 231 168 625 470 155
is_linear=0
shrinkage=0.0995203


Tree=6704
num_leaves=19
num_cat=0
split_feature=13 6 1 1 2 2 6 18 9 2 6 3 6 2 26 26 23 19
split_gain=0.00408141 0.00353933 0.00325345 0.0239638 0.0031919 0.00291914 0.00503561 0.00659633 0.0105897 0.00351353 0.00305418 0.00409687 0.00401806 0.00229356 0.0027702 0.00270604 0.00110769 0.0012703
threshold=0.089365000000000014 0.23663500000000004 -0.090939999999999993 -0.092674999999999993 -0.24151999999999998 -0.086050000000000001 0.085570000000000021 -0.025879999999999997 0.084435000000000024 -0.085599999999999996 -0.01146 0.087625000000000022 -0.0087049999999999992 -0.097424999999999998 0.084355000000000027 0.089625000000000024 1.0000000180025095e-35 0.13496500000000003
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 -8 -9 -7 11 -4 -12 14 -6 -15 17 -11
right_child=-2 -3 5 -5 13 9 7 8 -10 16 12 -13 -14 15 -16 -17 -18 -19
leaf_value=-0.00064482426265172524 0.00090410257805958094 -0.00087821115822024891 0.00081866446332798111 -0.0024082186374048305 -7.7721433497065823e-06 -0.00080566270465325909 -0.00022430331859446412 0.002217298076072037 0.0001501449095625537 2.0917559614738487e-05 -0.0010563345021972371 -1.191485083912178e-05 0.00016070320493056562 2.8411504977382876e-05 0.00076921369684002788 -0.00062732909265177149 -0.00047943981797092246 -0.00043538123434809582
leaf_weight=79 47 48 81 46 104 55 47 50 50 2280 50 208 56 286 78 79 47 62
leaf_count=79 47 48 81 46 104 55 47 50 50 2280 50 208 56 286 78 79 47 62
internal_value=0 -2.88378e-05 -1.74686e-05 -0.000215448 -5.30097e-05 2.68125e-05 0.000235879 0.000733537 0.00119191 -1.92166e-05 4.86014e-05 0.000218045 -0.000405649 3.09661e-05 0.000320724 -0.000111273 -7.68235e-07 8.48837e-06
internal_weight=0 3706 3658 672 626 2986 542 147 100 2444 395 289 106 547 182 365 2389 2342
internal_count=3753 3706 3658 672 626 2986 542 147 100 2444 395 289 106 547 182 365 2389 2342
is_linear=0
shrinkage=0.0995203


Tree=6705
num_leaves=19
num_cat=0
split_feature=13 6 1 1 0 0 2 21 2 1 20 2 2 4 21 6 7 38
split_gain=0.00331024 0.00286915 0.00263999 0.0194282 0.00265609 0.00373201 0.00236811 0.0051809 0.00500113 0.00446195 0.00305455 0.00284871 0.00263359 0.00189415 0.00167434 0.00187324 0.00112014 0.0013461
threshold=0.089365000000000014 0.23663500000000004 -0.090939999999999993 -0.092674999999999993 0.099665000000000017 0.15238000000000004 -0.086050000000000001 -0.018669999999999996 -0.087614999999999985 -0.085739999999999997 -0.085709999999999995 -0.085599999999999996 -0.095204999999999998 0.10252500000000002 0.095695000000000016 0.08463500000000003 -0.068034999999999998 -0.072014999999999996
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 13 7 10 12 -10 -4 -8 -9 -6 15 -1 -13 -18
right_child=-2 -3 6 -5 5 -7 11 8 9 -11 -12 16 -14 -15 -16 -17 17 -19
leaf_value=0.00036724049171919484 0.00081412612564331886 -0.00079081144129470335 0.0001077484352645427 -0.0021685522335403991 -0.0001920539911601375 0.000209436677186167 -0.00072548301558044499 0.00034306686002519136 0.00023717556521098886 0.0013948908825532772 -0.00091655909548394958 -0.00039913622899656186 -0.00029388988665723014 -0.0010232339992187422 -0.00045776788136044153 -6.802142490285924e-05 0.00046076177226959632 -1.7723370263193983e-06
leaf_weight=202 47 48 58 46 48 70 55 198 63 74 55 68 94 72 49 185 64 2257
leaf_count=202 47 48 58 46 48 70 55 198 63 74 55 68 94 72 49 185 64 2257
internal_value=0 -2.60338e-05 -1.57747e-05 -0.000194128 -4.77341e-05 -0.00035911 2.40895e-05 0.000212404 0.000371292 0.000868486 -0.000383564 -1.73375e-05 0.000135216 -0.000697584 8.60796e-05 0.000157054 -6.91784e-07 1.0629e-05
internal_weight=0 3706 3658 672 626 190 2986 542 429 137 113 2444 292 120 436 387 2389 2321
internal_count=3753 3706 3658 672 626 190 2986 542 429 137 113 2444 292 120 436 387 2389 2321
is_linear=0
shrinkage=0.0995203


Tree=6706
num_leaves=14
num_cat=0
split_feature=13 6 0 18 17 19 9 5 17 5 26 1 3
split_gain=0.00268486 0.0023258 0.00217878 0.00292576 0.00287354 0.00156079 0.00151906 0.00258822 0.0105792 0.00457464 0.00174654 0.001513 0.000676721
threshold=0.089365000000000014 0.23663500000000004 0.099665000000000017 -0.060544999999999995 -0.15313499999999999 0.14023500000000003 0.09271500000000002 -0.0087549999999999989 0.052150000000000009 -0.025879999999999997 0.40795000000000009 -0.077429999999999985 0.09940000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 9 -9 -1 11 -8 -6
right_child=-2 -3 3 4 12 -7 10 8 -10 -11 -12 -13 -14
leaf_value=-4.9660952661302698e-05 0.00073310413182819348 -0.00071210963412244005 -0.00093071724536993017 0.00051595094953050657 -0.00069336893526919855 -0.00055333572516849108 0.00039129607137946095 -7.4517279899117208e-05 -0.0015118425920047866 0.00033115599217071546 0.000650966877084105 2.4566447459896835e-05 -0.00012686983413262478
leaf_weight=1195 47 48 58 50 46 49 135 870 54 422 59 674 46
leaf_count=1195 47 48 58 50 46 49 135 870 54 422 59 674 46
internal_value=0 -2.35089e-05 -1.42493e-05 -0.000333669 -8.40384e-05 3.98818e-06 1.22391e-05 -2.63224e-05 -0.000159403 4.92173e-05 0.000126068 8.67755e-05 -0.000419018
internal_weight=0 3706 3658 200 142 3458 3409 2541 924 1617 868 809 92
internal_count=3753 3706 3658 200 142 3458 3409 2541 924 1617 868 809 92
is_linear=0
shrinkage=0.0995203


Tree=6707
num_leaves=16
num_cat=0
split_feature=10 10 20 2 2 26 3 17 8 3 8 17 3 20 2
split_gain=0.00246376 0.00427312 0.00220409 0.00255407 0.00410952 0.0288694 0.00587955 0.00342446 0.00560235 0.00223671 0.00145423 0.00354106 0.00296374 0.00140532 0.00162901
threshold=0.091445000000000026 0.086165000000000019 -0.15615999999999999 -0.086304999999999993 -0.083254999999999982 0.08401500000000002 0.088325000000000028 0.0021900000000000005 -0.085165000000000005 0.11339500000000001 -0.085165000000000005 -0.081674999999999998 0.084235000000000018 -0.097769999999999996 -0.082234999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 7 5 -5 -7 10 -9 -1 11 -4 -12 -6 -15
right_child=-2 -3 3 4 13 6 -8 8 -10 -11 12 -13 -14 14 -16
leaf_value=-0.00071460832675653192 0.00054795238031070382 -0.00073921216531897048 0.00025041224746974233 -0.0025187885656627975 0.00043901212797473516 0.00028782899313191152 -0.00062547469284958087 0.0012661166914143176 3.0212866752699823e-05 0.00011158235699731732 0.00083546315926697834 -0.00076167991602925996 5.0550786608661131e-05 0.0002789575061954905 -2.680229716301177e-05
leaf_weight=85 76 81 72 52 74 226 101 68 81 50 55 64 380 188 2100
leaf_count=85 76 81 72 52 74 226 101 68 81 50 55 64 380 188 2100
internal_value=0 -2.42681e-05 -7.93629e-06 7.21943e-06 -3.63502e-05 -0.000340635 3.23476e-06 0.000174224 0.000599744 -0.000402548 6.17523e-05 -0.000219847 0.000151675 1.21279e-05 -1.32088e-06
internal_weight=0 3677 3596 3461 2741 379 327 720 149 135 571 136 435 2362 2288
internal_count=3753 3677 3596 3461 2741 379 327 720 149 135 571 136 435 2362 2288
is_linear=0
shrinkage=0.0995203


Tree=6708
num_leaves=23
num_cat=0
split_feature=10 0 18 26 18 18 3 6 26 29 2 3 18 3 0 9 18 26 0 38 21 5
split_gain=0.00504497 0.00456365 0.00454147 0.0126466 0.00154786 0.00596912 0.00182931 0.00525725 0.00213528 0.00448079 0.00338229 0.00237015 0.00364382 0.00248768 0.00162507 0.0021641 0.00229566 0.00196873 0.0024304 0.00162116 0.00127366 0.00045926
threshold=0.089450000000000016 -0.061654999999999995 0.15891500000000006 0.094935000000000033 -0.084629999999999997 -0.086064999999999989 0.14530500000000005 -0.25061999999999995 -0.019129999999999998 -0.080349999999999991 -0.011474999999999999 0.096775000000000014 -0.081229999999999983 0.097880000000000023 -0.052884999999999995 0.09550500000000002 -0.13579499999999997 0.094605000000000022 -0.068899999999999989 -0.07453499999999999 0.11729000000000002 0.19224000000000005
decision_type=2 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 21 5 14 8 -8 9 19 -11 12 -10 -13 17 16 -16 18 -1 -6 -19 -4
right_child=1 -3 3 -5 6 -7 7 -9 11 10 -12 13 -14 -15 15 -17 -18 20 -20 -21 -22 -23
leaf_value=8.680837258671952e-05 0 0.0013485743870298513 0.00026406109864846017 -0.0019017371714629128 0.00012745099441348895 0.001160778207174033 -0.0004577494930806879 0.00074327253052584971 -0.00080625521316141243 0.00019433662590744174 0.0011420824721658921 -0.00097157946315964147 -2.4972007529407372e-05 -0.00023295296467336631 -0.00039158686162046462 -0.00078970874803123512 0.00040373414057187347 0.00011669567468173075 -0.00064598378463824623 -0.00058264899765428358 0.00086155272848441344 -0.00016519735343178114
leaf_weight=517 48 49 51 49 47 48 59 91 62 198 47 50 1353 581 80 51 65 47 49 89 50 46
leaf_count=517 48 49 51 49 47 48 59 91 62 198 47 50 1353 581 80 51 65 47 49 89 50 46
internal_value=0 0.000672849 -5.39802e-05 -0.000598063 -3.0945e-05 8.04473e-05 -7.04683e-05 0.000265413 -9.15646e-05 0.000123647 0.000379491 -0.000132041 -5.97835e-05 -0.000292779 1.91265e-05 -0.000231426 -2.94179e-05 9.44309e-05 2.19224e-05 -0.000331228 0.000509082 5.20558e-05
internal_weight=0 97 3630 146 3484 907 2577 150 2427 381 245 2046 1415 631 859 196 145 663 566 136 97 97
internal_count=3727 97 3630 146 3484 907 2577 150 2427 381 245 2046 1415 631 859 196 145 663 566 136 97 97
is_linear=0
shrinkage=0.0995203


Tree=6709
num_leaves=22
num_cat=0
split_feature=18 10 3 17 18 3 17 1 17 9 8 26 20 18 6 5 19 8 24 17 1
split_gain=0.0042121 0.00415453 0.0024363 0.00149009 0.00568705 0.00411412 0.00293404 0.0156391 0.00225219 0.00450867 0.00636189 0.00683354 0.00272936 0.00233619 0.00598291 0.00437105 0.00178873 0.00247945 0.00170318 0.002145 0.00146963
threshold=0.26473000000000008 0.089450000000000016 0.10850000000000003 -0.011809999999999999 -0.085709999999999995 0.087745000000000031 -0.0082649999999999998 -0.083284999999999984 -0.09744499999999999 0.083995000000000028 -0.08595499999999999 -1.0000000180025095e-35 -0.15615999999999999 0.089505000000000015 0.089725000000000013 -0.0063549999999999995 -0.112555 -0.01187 0.098635000000000014 0.51775000000000015 -0.01504
decision_type=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 5 -5 7 -6 12 10 20 -12 -1 15 -15 -11 -14 -18 19 -8 -10
right_child=-2 2 -4 4 6 -7 18 -9 9 13 11 -13 16 14 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.00079597725536457683 -0.00078542261056446881 0.00010890462665547092 0.0011326465171469114 0.0010982161697025601 -0.0020056077265268846 -2.2421940753094912e-05 -0.00012206767822394095 0.00043794911059486007 -0.00037752696596044259 -0.00046142226659943986 -2.483667443750145e-05 0.001422935833963845 0.00057116812825107831 -0.00035413871399633974 0.00097633443540530776 0.00021134761109804315 5.6187977490516931e-05 -0.00030531685072147463 -0.00070369375324214024 0.00037156179133610929 0.00028110882335401541
leaf_weight=49 72 48 48 65 47 62 1465 57 60 203 47 96 46 63 70 179 552 283 47 92 76
leaf_count=49 72 48 48 65 47 62 1465 57 60 203 47 96 46 63 70 179 552 283 47 92 76
internal_value=0 -1.62981e-05 0.000629303 -3.39425e-05 -9.64718e-05 0.000544687 -0.000144625 -0.00065848 3.21379e-05 0.000155572 0.00047788 0.00094137 -7.2365e-05 -1.74489e-05 0.000339955 -0.000144028 -3.11894e-05 -6.53536e-05 -0.000110797 -9.23743e-05 -3.44651e-06
internal_weight=0 3655 96 3559 1835 127 1708 104 1724 794 279 143 930 515 133 382 881 835 1604 1557 136
internal_count=3727 3655 96 3559 1835 127 1708 104 1724 794 279 143 930 515 133 382 881 835 1604 1557 136
is_linear=0
shrinkage=0.0995203


Tree=6710
num_leaves=20
num_cat=0
split_feature=18 5 10 0 1 0 2 21 6 5 8 4 4 9 20 2 2 2 1
split_gain=0.00345454 0.0120416 0.00330973 0.00339312 0.00135643 0.00311697 0.00450769 0.00368938 0.00267945 0.00234421 0.00394817 0.00228351 0.00272755 0.00219438 0.00184591 0.00162595 0.00351254 0.00233186 0.00110409
threshold=0.15891500000000006 -0.045014999999999993 0.089450000000000016 -0.061654999999999995 0.40780000000000011 -0.13752999999999999 0.097745000000000012 0.089785000000000018 -0.12640499999999996 -0.49053999999999998 -0.07034 0.079660000000000022 0.08544000000000003 -1.0000000180025095e-35 -0.15615999999999999 -0.086050000000000001 -0.086414999999999992 -0.08569499999999998 -0.080689999999999998
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 11 -8 9 13 -11 -1 -13 -6 -7 16 -16 -17 -3
right_child=1 18 3 -5 8 14 7 -9 -10 10 -12 12 -14 -15 15 17 -18 -19 -20
leaf_value=0.00049230067514895279 -0.0018367871666664091 0.00043688026349743243 -1.959757296357803e-05 0.0011473861885844647 -0.00019221227257535355 -0.00050613093518913624 0.0014524110441716186 0.0002584217441042725 -0.00087753448333064863 8.8700704665395006e-05 -0.00091530964161822383 -0.00079124966684653237 8.3407754964727124e-05 0.00074510390387458466 4.3098377148822047e-05 -0.00075640618993070695 0.000921024480727787 -5.2891235014217436e-05 -0.00021613854215468957
leaf_weight=76 46 50 47 49 46 82 49 58 52 91 66 49 122 51 612 48 49 2033 51
leaf_count=76 46 50 47 49 46 82 49 58 52 91 66 49 122 51 612 48 49 2033 51
internal_value=0 -0.000501165 -8.58367e-06 0.000567523 -2.4693e-05 -5.16042e-06 0.000272919 0.000812853 -0.000224876 -8.80375e-05 -0.000328153 3.57059e-05 -0.000162438 0.000292164 -4.03087e-05 -2.60796e-05 0.000109418 -6.95118e-05 9.90329e-05
internal_weight=0 147 3580 96 3484 3178 354 107 306 254 157 247 171 97 2824 2742 661 2081 101
internal_count=3727 147 3580 96 3484 3178 354 107 306 254 157 247 171 97 2824 2742 661 2081 101
is_linear=0
shrinkage=0.0995203


Tree=6711
num_leaves=23
num_cat=0
split_feature=17 10 1 1 26 17 0 26 4 8 8 8 2 2 22 3 3 3 4 1 0 2
split_gain=0.00277712 0.00431208 0.00392062 0.00336764 0.0304698 0.00853714 0.00516584 0.00459482 0.00296888 0.00210019 0.00586938 0.00478567 0.00265627 0.00223536 0.0020741 0.00210055 0.00345632 0.00270332 0.00198697 0.00199951 0.00180734 0.00137066
threshold=-0.011809999999999999 0.086275000000000018 -0.50597999999999999 -0.083284999999999984 0.097125000000000031 -0.0088649999999999996 -0.086109999999999992 0.0054200000000000012 0.085590000000000013 -0.086254999999999984 -0.087374999999999994 -0.084324999999999997 0.11995000000000003 0.097745000000000012 0.10460500000000002 0.11868500000000003 0.11492500000000001 0.12551500000000002 0.14154500000000006 -0.000195 -0.071799999999999989 -0.057419999999999999
decision_type=2 2 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 6 -5 -2 -8 -1 10 18 -11 13 -13 15 16 20 -17 19 -7 -4 -19
right_child=3 -3 14 5 -6 9 7 -9 -10 11 -12 12 -14 -15 -16 17 -18 21 -20 -21 -22 -23
leaf_value=0 -0.00066393541397123668 0.0008182672538163332 -1.3281554917976785e-08 0.0012256912291609382 -0.0027399846883834019 -0.00021371069855966634 -0.00022064096477392026 0.00083662750907782454 -0.0010722583743100413 -0.00089575530431714649 0.001016995055137063 -0.00010818871293504737 -0.00077376564621592923 0.0006023946104336263 0.00070172346990242742 -0.00077892461577407492 0.0008140678190387984 0.00039061443969208364 -0.00061245377723036774 0.00020662838599710739 0.00029053394300137511 -0.00025826558313386127
leaf_weight=49 72 72 1049 50 47 200 74 88 54 85 57 842 57 46 50 65 63 54 55 254 264 80
leaf_count=49 72 72 1049 50 47 200 74 88 54 85 57 842 57 46 50 65 63 54 55 254 264 80
internal_value=0 6.31988e-05 3.12639e-05 -0.000108585 -0.000427422 -5.36566e-05 3.35692e-05 0.000348625 -0.000563289 -9.42494e-05 5.86689e-05 -0.000179075 -0.000113745 -7.04573e-05 6.94531e-05 4.88613e-05 9.30039e-05 -0.000252252 -4.70403e-05 1.96538e-05 5.77825e-05 0
internal_weight=0 1800 1728 1927 281 1646 234 162 103 1596 566 1030 945 888 1625 1575 1376 199 509 454 1313 134
internal_count=3727 1800 1728 1927 281 1646 234 162 103 1596 566 1030 945 888 1625 1575 1376 199 509 454 1313 134
is_linear=0
shrinkage=0.0995203


Tree=6712
num_leaves=10
num_cat=0
split_feature=4 24 5 23 4 4 20 4 4
split_gain=0.00611933 0.00327603 0.00200906 0.00171514 0.00172505 0.00699175 0.00336823 0.00140633 0.000984227
threshold=0.15615500000000004 0.084270000000000025 0.63455500000000009 -0.046924999999999994 0.10477500000000002 0.10845500000000002 -0.14741499999999999 0.10252500000000002 0.09939000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 8 -5
right_child=-2 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.0004276842217724665 0.0011341151864371845 0.00069474826049759043 -0.00056378000342437553 6.3715586127378626e-06 0.0010916760253134924 -0.0006958099364009773 0.00015938362545496942 -0.00052345831923305219 0.0004659685254112201
leaf_weight=82 50 71 59 2922 75 53 323 49 47
leaf_count=82 50 71 59 2922 75 53 323 49 47
internal_value=0 2.5086e-05 1.16886e-05 2.14805e-05 3.23338e-05 0.000213922 3.66605e-05 4.92669e-06 1.39228e-05
internal_weight=0 3681 3610 3551 3469 451 376 3018 2969
internal_count=3731 3681 3610 3551 3469 451 376 3018 2969
is_linear=0
shrinkage=0.0995203


Tree=6713
num_leaves=13
num_cat=0
split_feature=30 24 9 4 4 2 4 4 0 1 2 1
split_gain=0.00547116 0.00265187 0.00183385 0.00176428 0.0044673 0.00357791 0.00371275 0.0032897 0.00273056 0.00367756 0.00264286 0.0021445
threshold=-0.020805000000000001 0.084270000000000025 -0.37999999999999995 0.10739000000000003 0.11163000000000002 0.12875500000000004 0.10386500000000003 0.099305000000000018 -0.093765000000000001 0.44303500000000012 -0.037414999999999997 -0.01504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -4 9 -6 -10 -8
right_child=1 -3 3 4 8 -7 11 -9 10 -11 -12 -13
leaf_value=0.0011152053038282568 -0.00057588139127053841 0.00062074402132101158 7.9616518326594669e-06 0.00090534653595619318 4.7097552854525072e-05 -0.00086909192351874542 -0.0010763823839635347 0.00065930472831662889 0.00032479912411929678 0.0010652063904188845 -0.00043263921006492044 -0.00010895554407990548
leaf_weight=46 52 72 2890 75 119 47 48 79 67 51 138 47
leaf_count=46 52 72 2890 75 119 47 48 79 67 51 138 47
internal_value=0 2.25005e-05 1.03521e-05 1.91426e-05 0.000203391 -7.24539e-06 5.70768e-06 2.55685e-05 6.08164e-05 0.000357346 -0.000181093 -0.000606378
internal_weight=0 3685 3613 3561 450 3111 3064 2969 375 170 205 95
internal_count=3731 3685 3613 3561 450 3111 3064 2969 375 170 205 95
is_linear=0
shrinkage=0.0995203


Tree=6714
num_leaves=8
num_cat=0
split_feature=26 20 10 20 10 24 29
split_gain=0.00545367 0.00249449 0.00209572 0.00223105 0.00191313 0.00186276 0.00207649
threshold=0.5128250000000002 -0.24910499999999999 0.090150000000000022 -0.15615999999999999 0.085705000000000017 0.084270000000000025 -0.085039999999999991
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5
right_child=-2 2 -4 4 -6 -7 -8
leaf_value=0.00059796181238608922 0.0010257756613048716 -0.00055877674233684974 -0.0004733456296445899 0.00045868851188688228 0.00051071363495988349 0.00055831749693253702 -6.2129940323835984e-06
leaf_weight=72 54 65 88 98 80 62 3212
leaf_count=72 54 65 88 98 80 62 3212
internal_value=0 1.78261e-05 6.01237e-06 1.82393e-05 2.93415e-05 1.76783e-05 7.30415e-06
internal_weight=0 3677 3605 3517 3452 3372 3310
internal_count=3731 3677 3605 3517 3452 3372 3310
is_linear=0
shrinkage=0.0995203


Tree=6715
num_leaves=10
num_cat=0
split_feature=4 20 20 10 0 4 0 0 26
split_gain=0.00490173 0.00207485 0.00160247 0.00186861 0.00192934 0.00265808 0.0018543 0.00579184 0.00202315
threshold=0.15615500000000004 -0.24910499999999999 -0.15615999999999999 0.090150000000000022 0.12387500000000003 0.10098000000000003 -0.071029999999999996 -0.069824999999999984 -0.2382
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 8 -8 -4
right_child=-2 2 3 -5 5 -7 7 -9 -10
leaf_value=0.00054877755967324988 0.0010084210585538063 -0.00048413089528270207 -0.00058280845291150472 -0.00047322842196737165 3.5920557547449414e-05 0.00099135385305183961 -0.0011337849599450966 -4.9744729569258376e-05 6.13849598213856e-05
leaf_weight=71 50 65 49 76 77 48 53 649 2593
leaf_count=71 50 65 49 76 77 48 53 649 2593
internal_value=0 1.58874e-05 5.17997e-06 1.43828e-05 2.53015e-05 0.000409356 1.07006e-05 -0.000132754 4.91275e-05
internal_weight=0 3681 3610 3545 3469 125 3344 702 2642
internal_count=3731 3681 3610 3545 3469 125 3344 702 2642
is_linear=0
shrinkage=0.0995203


Tree=6716
num_leaves=20
num_cat=0
split_feature=26 8 29 21 21 2 9 21 18 18 18 8 26 8 4 21 26 9 5
split_gain=0.00405911 0.0140304 0.00268353 0.00187471 0.00279524 0.00230571 0.00351989 0.00259597 0.00229098 0.0155868 0.00263699 0.00242002 0.00229862 0.00394286 0.00250092 0.00208884 0.00176289 0.00494748 0.00261408
threshold=-0.112275 -0.024819999999999998 -0.091704999999999995 -0.032929999999999994 -0.075024999999999994 -0.085944999999999994 0.088710000000000025 -0.091104999999999992 0.088735000000000022 0.090025000000000022 0.087065000000000017 -0.49499500000000002 0.11991000000000003 -0.046889999999999994 0.10845500000000002 -0.012349999999999998 -0.23202999999999999 0.092605000000000021 -0.047864999999999998
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 -4 7 -7 10 -10 11 -5 14 -14 -11 -13 18 -18 -3
right_child=2 16 3 8 -6 6 -8 -9 9 12 -12 15 13 -15 -16 -17 17 -19 -20
leaf_value=0.0019000383255222454 -0.00073440457832356712 -0.00081614763897292408 -0.00058220202781438912 -0.00055728437376531624 -0.0008867552198046682 -0.00033937418686410756 -0.00067739027710171954 0.00053499637054081476 -0.0018369209169817225 0.00014090796940258176 0.00079925615151013184 0.00055626079417602588 -0.00108080022223047 0.00010289282669284584 -0.00042088287972856997 4.3111603296884862e-05 -0.00029226213745048876 0.0010769036210102269 0.00014791239083041007
leaf_weight=49 52 46 75 64 55 46 49 117 50 521 47 82 51 59 92 2126 56 48 68
leaf_count=49 52 46 75 64 55 46 49 117 50 521 47 82 51 59 92 2126 56 48 68
internal_value=0 0.00037806 -2.45292e-05 -1.35414e-05 -0.000234745 -0.000106943 5.733e-05 0.000283219 1.06607e-05 -0.000137393 6.03649e-05 4.47194e-05 -1.87272e-05 -0.000438468 5.52581e-05 6.25395e-05 3.22079e-05 0.000331789 -0.000233914
internal_weight=0 267 3486 3434 342 287 212 163 3092 773 2319 2272 723 110 613 2208 218 104 114
internal_count=3753 267 3486 3434 342 287 212 163 3092 773 2319 2272 723 110 613 2208 218 104 114
is_linear=0
shrinkage=0.0995203


Tree=6717
num_leaves=21
num_cat=0
split_feature=26 8 29 0 3 1 1 0 1 26 6 3 8 3 3 17 17 0 17 9
split_gain=0.00329229 0.0113763 0.00217545 0.00166166 0.00444117 0.00139399 0.00794384 0.0101026 0.00312165 0.00427929 0.00181358 0.00538777 0.0118859 0.00215843 0.00224263 0.00165286 0.00264839 0.00258989 0.00240585 0.00114955
threshold=-0.112275 -0.024819999999999998 -0.091704999999999995 -0.057604999999999996 0.098000000000000018 -0.083684999999999996 -0.081889999999999991 -0.083885000000000001 -0.085739999999999997 0.08919500000000001 0.11816500000000002 0.10871500000000002 -0.076704999999999995 0.14823500000000003 0.089655000000000026 0.021725000000000005 -0.017704999999999995 -0.080204999999999985 0.16421000000000005 0.09055500000000001
decision_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 19 8 7 -7 15 -10 13 12 -12 14 -8 16 17 -4 -17 -3
right_child=2 3 5 -5 -6 6 10 -9 9 -11 11 -13 -14 -15 -16 18 -18 -19 -20 -21
leaf_value=0.0017109461985512927 -0.00066131649851034564 -0.00061560015986013219 0.0002800575321703622 -0.00044571583638322576 0.00077811757023858415 -0.0018812445933738126 -0.00010418242435932184 0.00012792710674824396 4.7774687645424177e-05 0.0013081941465128456 -0.0010265765654043271 -0.0011347464781460857 0.001222079813809365 -0.00049077966625716099 0.00010504775189293324 0.00072672542353251061 -0.00054261727446263731 -0.00013232586675949095 -0.00015809763480527234 7.4380939999836733e-05
leaf_weight=49 52 46 257 54 72 52 810 46 65 47 46 55 47 83 1351 73 89 363 50 46
leaf_count=49 52 46 257 54 72 52 810 46 65 47 46 55 47 83 1351 73 89 363 50 46
internal_value=0 0.000340435 -2.21348e-05 2.86288e-05 0.000189807 -1.22175e-05 -5.14689e-05 -0.000929811 9.04493e-05 0.00058401 -1.51411e-05 -0.000352675 0.000101039 6.75569e-06 2.62439e-05 2.30245e-05 -3.43476e-05 3.72933e-05 0.000360386 -0.000261712
internal_weight=0 267 3486 218 164 3434 2490 98 944 112 2392 148 93 2244 2161 832 709 620 123 92
internal_count=3753 267 3486 218 164 3434 2490 98 944 112 2392 148 93 2244 2161 832 709 620 123 92
is_linear=0
shrinkage=0.0995203


Tree=6718
num_leaves=15
num_cat=0
split_feature=28 29 21 29 17 1 1 21 3 18 4 3 3 20
split_gain=0.0112421 0.00191949 0.00136529 0.00232685 0.00231118 0.00312119 0.00564069 0.00189511 0.00187842 0.00176877 0.00148055 0.00205128 0.00259038 0.00213722
threshold=0.080375000000000016 -0.11373499999999999 0.086565000000000017 0.0035350000000000004 -0.55286000000000002 -0.083684999999999996 -0.081889999999999991 0.087625000000000022 0.10457000000000002 -0.025879999999999997 0.13271500000000006 0.12212000000000002 0.11868500000000003 -0.074014999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 9 -7 -4 -3 -6 11 12 -9 -13
right_child=-2 2 7 -5 5 6 -8 10 -10 -11 -12 13 -14 -15
leaf_value=-0.00064772738325323662 0.0011703552161207588 -2.8363826940219584e-05 0.00061759662293740607 -0.00062128353774380167 -1.0342873703666021e-05 -0.00083420921673941931 -4.9190940738785457e-05 5.8332308032259567e-05 -0.00088183187761343149 0.00028867061555509657 -0.00043292218855134947 0.00095187696054724238 -0.00070107671956977206 0.00013042048674681507
leaf_weight=48 80 50 61 70 368 97 1450 816 57 407 60 50 47 92
leaf_count=48 80 50 61 70 368 97 1450 816 57 407 60 50 47 92
internal_value=0 -2.21461e-05 -1.36367e-05 -5.48257e-05 -3.81642e-05 -1.696e-05 -9.89424e-05 7.70496e-05 -0.000490666 0.000145631 4.532e-05 7.46863e-05 1.60254e-05 0.000425431
internal_weight=0 3673 3625 2499 2429 2322 1547 1126 107 775 1065 1005 863 142
internal_count=3753 3673 3625 2499 2429 2322 1547 1126 107 775 1065 1005 863 142
is_linear=0
shrinkage=0.0995203


Tree=6719
num_leaves=21
num_cat=0
split_feature=28 2 2 17 1 26 8 8 8 8 17 3 8 1 3 3 8 17 3 36
split_gain=0.00911698 0.00161989 0.0204089 0.00225668 0.00383014 0.00220856 0.00420132 0.00203361 0.00186513 0.00588197 0.00365649 0.00309807 0.00414696 0.0139626 0.00569834 0.00350674 0.00735038 0.00269395 0.00261958 0.00161748
threshold=0.080375000000000016 -0.082234999999999989 -0.082025000000000001 -0.55157999999999996 -0.49056499999999997 -0.23202999999999999 0.079450000000000021 0.0012600000000000003 -0.08569499999999998 -0.086404999999999996 0.10178500000000003 0.089985000000000023 -0.049499999999999995 -0.073844999999999994 0.092200000000000018 0.08802500000000002 -0.080445000000000003 -0.016209999999999999 0.086775000000000033 0.088355000000000031
decision_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 -4 7 19 9 10 17 15 13 -13 -14 18 -17 -5 -10 -7
right_child=-2 2 5 8 -6 6 -8 -9 11 -11 -12 12 14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.00016842589232179346 0.0010538812965895298 -0.0020619075504069279 -0.00066231452302562563 -2.1338340224294441e-05 -0.00096353753440187441 -3.2069026019992165e-05 0.00090862857066846905 -0.0005528940713057282 -0.00013849764323555668 0.0013379637698392964 -0.00060401594432362533 0.0020660858394321176 -0.00089289847277392162 -7.1763423691658239e-05 0.00025151068727366537 -0.0013266623899905296 8.7323714237320916e-05 0.00056432931285052784 0.00042167613324438363 0.0004357446754292291
leaf_weight=62 80 50 53 150 55 1913 48 72 293 46 55 47 55 83 199 66 79 156 115 76
leaf_count=62 80 50 53 150 55 1913 48 72 293 46 55 47 55 83 199 66 79 156 115 76
internal_value=0 -2.00087e-05 -7.3889e-05 6.10075e-05 -0.000356697 -2.75339e-05 -1.11935e-05 -3.3013e-05 9.79793e-05 0.000276023 0.000138439 1.97696e-05 0.000237688 0.000694855 4.82496e-07 -0.000130072 -0.000550638 0.000274562 1.73881e-05 -1.37822e-05
internal_weight=0 3673 2212 1461 117 2162 2109 2061 1344 407 361 937 384 130 254 553 145 306 408 1989
internal_count=3753 3673 2212 1461 117 2162 2109 2061 1344 407 361 937 384 130 254 553 145 306 408 1989
is_linear=0
shrinkage=0.0995203


Tree=6720
num_leaves=23
num_cat=0
split_feature=2 2 5 18 5 6 2 18 8 5 5 21 2 9 2 18 5 18 18 4 8 4
split_gain=0.00480061 0.021675 0.0786521 0.00492567 0.010818 0.00326604 0.00286409 0.00532713 0.00333104 0.00275653 0.00342574 0.00310518 0.00266284 0.00350521 0.00261873 0.00254718 0.00270287 0.00222964 0.00163077 0.00180703 0.00157653 0.00192563
threshold=-0.079954999999999984 -0.081204999999999986 -0.094469999999999985 -0.10082999999999999 -0.0065700000000000003 0.085285000000000014 -0.082234999999999989 0.089365000000000014 -0.082184999999999994 0.25155500000000008 0.11083500000000003 -0.085204999999999989 -0.078784999999999994 0.088825000000000029 -0.078129999999999991 -0.12363 0.41370500000000004 -0.034774999999999993 0.19545000000000004 0.14699000000000004 0.085560000000000011 0.13849500000000003
decision_type=2 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 -4 9 8 -8 10 11 -5 13 -2 -14 16 -6 -11 19 20 21 -16
right_child=12 2 5 6 15 -7 7 -9 -10 17 -12 -13 14 -15 18 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.001816166520408128 0.00018437419447128175 0.0047321855333099403 -0.00040545482084158201 -0.00049219270692851141 0.00095262898898600351 0.0004964160342024414 -0.0011089753279627829 0.00052861247789652544 -2.500245857545693e-05 -0.00094507302674694618 0.00070043755052877636 0.00010226557760809858 0.00062782729826956439 -0.00090629420957011623 -6.4429333738878224e-05 -0.00033365889711637139 -5.7862115689173765e-05 2.589637684395307e-06 0.00049164840887391912 -0.00050937680662729488 0.00045825810064696788 0.00054539710378784462
leaf_weight=49 46 47 70 95 52 91 79 46 46 47 87 1005 63 75 1424 68 50 48 58 79 65 53
leaf_count=49 46 47 70 95 52 91 79 46 46 47 87 1005 63 75 1424 68 50 48 58 79 65 53
internal_value=0 0.000191687 0.00115002 7.19784e-05 0.000512002 9.92136e-05 5.0935e-06 -0.00037686 -0.000716622 5.6679e-05 9.85313e-05 5.01818e-05 -3.342e-05 -0.000484895 -1.59049e-06 0.00013128 0.000449265 -0.000457637 -2.56953e-05 -4.47111e-05 -2.03744e-05 -4.19923e-05
internal_weight=0 1880 208 1672 219 161 1453 171 125 1282 1187 1100 1863 121 1742 170 102 95 1679 1621 1542 1477
internal_count=3743 1880 208 1672 219 161 1453 171 125 1282 1187 1100 1863 121 1742 170 102 95 1679 1621 1542 1477
is_linear=0
shrinkage=0.0995203


Tree=6721
num_leaves=24
num_cat=0
split_feature=2 2 18 18 17 1 1 1 2 17 2 19 2 2 18 26 9 2 2 17 20 1 20
split_gain=0.00388881 0.0175744 0.0311028 0.0562662 0.00403993 0.026453 0.00326012 0.00464125 0.00215343 0.00695448 0.00212274 0.00218898 0.00217977 0.00202419 0.00205658 0.00182076 0.00235419 0.00486494 0.00764277 0.00413903 0.0027826 0.00267316 0.00258996
threshold=-0.079954999999999984 -0.081204999999999986 0.087505000000000013 -1.0000000180025095e-35 0.047990000000000012 -0.085739999999999997 -0.025874999999999999 -0.0084199999999999987 -0.078784999999999994 -1.0000000180025095e-35 -0.078129999999999991 -0.071824999999999986 -0.077115000000000003 -0.076254999999999989 0.10861000000000003 0.11215000000000001 0.084485000000000018 -0.086304999999999993 -0.084869999999999987 -0.14813999999999997 -0.08237499999999999 -0.043804999999999997 -0.097019999999999995
decision_type=2 2 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 15 -6 -7 -8 9 -2 -10 -12 -13 -14 -15 16 17 19 -19 -1 22 -22 -18
right_child=8 2 -4 -5 5 6 7 -9 10 -11 11 12 13 14 -16 -17 20 18 -20 -21 21 -23 -24
leaf_value=0.00065349311461916474 0.00018710598284801561 0.00019061224243972273 -0.00035012011560948318 0.0045909575701470326 0.0023876292885429639 -0.00057968499769468329 0.0010345840876941237 -0.00019403251801518835 0.00056534572891201069 -0.0013370962100020549 0.00061153502819244086 -0.00052014286327291368 0.00052721434115220449 -9.1793522949433262e-05 0.00022829530347094631 0.00052438634586484377 -0.00017401915545540184 0.0015313729782574354 -6.4752974017895818e-05 -0.00036449180265504485 -6.2538419624339484e-05 -0.0004552548631704618 0.00050748745001614538
leaf_weight=54 71 67 90 51 54 80 46 88 63 50 52 90 65 1236 236 62 96 58 59 146 549 254 126
leaf_count=54 71 67 90 51 54 80 46 88 63 50 52 90 65 1236 236 62 96 58 59 146 549 254 126
internal_value=0 0.00017261 0.00103557 0.0020994 6.47664e-05 0.000418861 -7.41064e-05 0.000221622 -2.99629e-05 -0.000435964 -1.2919e-06 -2.3041e-05 -4.38257e-05 -1.5402e-05 -3.99188e-05 -2.24121e-06 -2.71813e-05 0.000209002 0.000719492 -8.55427e-05 -0.000101024 -0.00018778 0.000209094
internal_weight=0 1880 208 118 1672 268 214 134 1863 121 1742 1679 1627 1537 1472 1404 1342 317 117 200 1025 803 222
internal_count=3743 1880 208 118 1672 268 214 134 1863 121 1742 1679 1627 1537 1472 1404 1342 317 117 200 1025 803 222
is_linear=0
shrinkage=0.0995203


Tree=6722
num_leaves=33
num_cat=0
split_feature=6 6 1 6 6 6 6 20 6 2 0 17 6 21 0 8 6 0 17 6 8 0 21 0 5 17 5 1 2 0 8 8
split_gain=0.00356816 0.0199835 0.0267349 0.00308987 0.0094342 0.0513341 0.0032503 0.00303663 0.0024821 0.00492385 0.00235593 0.00311401 0.00419437 0.00232474 0.0060076 0.00309207 0.00224935 0.00562528 0.00289315 0.00188488 0.00421077 0.00145993 0.00372487 0.00157574 0.00128696 0.00118564 0.00472056 0.00692469 0.00571808 0.00161751 0.00375556 0.00332238
threshold=-0.091059999999999988 -0.088215000000000002 -0.00080499999999999994 0.088845000000000021 0.066135000000000013 0.084050000000000027 0.089525000000000021 -0.091229999999999992 -0.11345499999999999 0.0049750000000000011 -0.057604999999999996 0.12439000000000001 -0.52821499999999999 0.096505000000000021 -0.098749999999999991 -0.086844999999999992 0.085845000000000019 -0.086254999999999984 -0.012754999999999999 -0.083069999999999991 -0.076924999999999993 -0.14075499999999999 -0.070074999999999985 -0.085684999999999997 -0.012164999999999999 0.07134500000000002 -0.039649999999999998 -0.048734999999999994 -0.073884999999999992 -0.071484999999999993 -0.070134999999999989 -0.049499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 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 4 19 -6 -5 -1 10 13 11 12 -9 14 -10 -16 18 -18 -7 20 -3 22 -21 -23 -14 29 27 -27 -28 30 -8 -31
right_child=1 3 -4 6 5 16 25 8 9 -11 -12 -13 24 -15 15 -17 17 -19 -20 21 -22 23 -24 -25 -26 26 28 -29 -30 31 -32 -33
leaf_value=0.00056775972840205117 -0.0001131796505271548 -0.00087600849569519968 0.0031925970644412676 -0.00075856888865195936 0.0034196947875582669 0.00028328758571945873 0.00011258138693691327 -0.00092753965799468653 -0.0013000372056497338 -0.0013364146775565269 -0.00049559942710256555 0.00067493573833681691 0.00017426877464014036 0.00023982283919111948 -0.00061448764303767556 0.0003721671371768799 0.00089256962366678885 -2.1309711562813932e-05 -0.00071765120045044382 -0.00023460475534561068 0.00033993388442330358 -0.00021843093789759843 0.00096771534426094003 7.651298166953173e-05 -0.00032014689751977426 -0.0015847921008487623 -0.00043524519685795898 4.198978016263198e-05 0.00078033071956228365 0.00069406536611641334 -0.00054230086092724845 -0.00011144162534049445
leaf_weight=61 48 68 48 64 54 55 332 47 53 46 89 70 267 77 54 75 102 188 58 46 47 225 55 878 64 49 80 53 73 99 117 101
leaf_count=61 48 68 48 64 54 55 332 47 53 46 89 70 267 77 54 75 102 188 58 46 47 225 55 878 64 49 80 53 73 99 117 101
internal_value=0 0.000119392 0.00153118 6.97018e-05 0.00014782 0.000537542 -7.27775e-05 -0.00010738 -0.000157264 -0.000384199 -2.68471e-05 6.44483e-05 -4.64393e-05 -0.000211918 -0.000407537 -3.45053e-05 0.000149316 0.000297301 -0.000223224 1.21711e-05 -0.00037194 4.95393e-05 0.000412019 1.56054e-05 7.61986e-05 -2.33203e-05 -0.00020575 -0.000731478 0.000139385 4.70972e-05 -5.6244e-05 0.000283191
internal_weight=0 2840 96 2744 1776 457 968 903 842 305 537 448 378 259 182 129 403 290 113 1319 115 1204 101 1103 331 904 255 102 153 649 449 200
internal_count=3743 2840 96 2744 1776 457 968 903 842 305 537 448 378 259 182 129 403 290 113 1319 115 1204 101 1103 331 904 255 102 153 649 449 200
is_linear=0
shrinkage=0.0995203


Tree=6723
num_leaves=29
num_cat=0
split_feature=6 6 0 3 4 9 5 3 19 26 20 0 0 20 8 3 9 3 4 20 26 30 1 0 1 5 26 9
split_gain=0.00289343 0.016182 0.02387 0.00490627 0.0136004 0.00467583 0.00538856 0.0163824 0.00279462 0.00298945 0.00246463 0.00221808 0.00838238 0.00212516 0.0135025 0.00766978 0.00404885 0.00922308 0.00412539 0.00339451 0.00271923 0.00253384 0.00199527 0.00173235 0.00219656 0.00145625 0.000781529 0.000401374
threshold=-0.091059999999999988 -0.088215000000000002 -0.089965000000000003 0.082130000000000022 0.079660000000000022 0.084485000000000018 -0.099349999999999994 0.10525500000000003 0.10876500000000001 0.087170000000000011 -0.091229999999999992 -0.088084999999999983 -0.090124999999999997 -0.009049999999999999 -0.022279999999999998 0.094970000000000013 0.11351500000000002 0.14940500000000004 0.12205500000000002 -0.073489999999999986 -0.0083299999999999989 0.095355000000000023 0.056790000000000014 -0.087184999999999999 -0.083284999999999984 -0.092239999999999989 -0.08274999999999999 0.085280000000000022
decision_type=2 2 2 2 2 2 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 -3 6 7 -5 9 -8 -1 12 25 14 19 -16 17 18 20 22 -15 -20 27 -13 -25 -7 -6 -12
right_child=1 3 -4 5 26 11 8 -9 -10 -11 13 23 -14 16 15 -17 -18 -19 21 -21 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0005112561527133015 -0.00014307458934529734 0.0018481086980066837 0.002981115185048185 0.0023205789537988756 0.00016446658366748562 -0.00030711689371788639 -3.4948371328014938e-05 -0.00014691043445040053 0.00085111420557138254 0.00060295178692533296 0.00031656144427287514 0.00052611876759386283 -0.0015122575745408517 0.00054092630873560507 -0.0021456660796318268 -0.00036699725650528043 -0.00089007000981022248 0.0013342393143551683 -0.001050714741265409 0.00068143916193425078 -9.04903840457543e-05 -8.4342469409522239e-05 -0.00063444961775137386 -0.00020446146608044181 4.6254562961392578e-05 0.0002714651658883607 -0.00038450199708547358 -8.7275450179846411e-05
leaf_weight=61 49 56 47 46 56 88 462 62 49 86 47 57 48 97 52 47 48 51 59 67 218 53 57 503 1101 84 46 46
leaf_count=61 49 56 47 46 56 88 462 62 49 86 47 57 48 97 52 47 48 51 59 67 218 53 57 503 1101 84 46 46
internal_value=0 0.000107482 0.00137795 6.27353e-05 0.000601375 2.95089e-05 0.000248299 0.000896478 0.000129669 6.36662e-05 -9.66935e-05 -5.20585e-05 -0.000349144 -0.00014171 -0.000345841 -0.00130952 -1.75193e-05 6.83883e-05 -8.08853e-05 9.00364e-05 0.000101347 -0.000600723 -0.000168666 -1.22166e-05 -3.18574e-05 -1.97941e-05 -7.50818e-05 0.000108012
internal_weight=0 2840 96 2744 158 2586 705 108 597 548 903 1881 220 842 316 99 526 478 427 217 315 112 150 1661 1604 172 102 93
internal_count=3743 2840 96 2744 158 2586 705 108 597 548 903 1881 220 842 316 99 526 478 427 217 315 112 150 1661 1604 172 102 93
is_linear=0
shrinkage=0.0995203


Tree=6724
num_leaves=23
num_cat=0
split_feature=2 5 2 2 4 18 2 6 5 3 3 4 6 26 3 3 8 0 3 18 6 20
split_gain=0.00229978 0.00182233 0.00273915 0.00227234 0.00548118 0.00444939 0.00307374 0.00189162 0.00439638 0.00281432 0.00454042 0.00494077 0.0026253 0.00271069 0.00220678 0.00513499 0.0025066 0.00197599 0.00175164 0.00113127 0.0020193 0.000933545
threshold=-0.24151999999999998 -0.093384999999999982 0.31326500000000007 0.097285000000000024 0.085990000000000025 -0.086064999999999989 0.074365000000000028 -0.095814999999999997 -0.099349999999999994 0.096510000000000026 0.086895000000000014 0.13630500000000004 -0.109815 0.056820000000000016 0.10726500000000001 0.10134000000000003 -0.0061900000000000002 -0.110495 0.12870500000000004 0.19545000000000004 0.11816500000000002 -0.077394999999999992
decision_type=2 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 19 9 14 10 11 -2 13 17 15 16 -9 -11 -16 20 -3 -21
right_child=1 2 -4 4 5 -7 -8 8 -10 12 -12 -13 -14 -15 18 -17 -18 -19 -20 21 -22 -23
leaf_value=-0.00052215109754650461 -0.00049884760418068613 2.8106220634656288e-05 0.00061298817364139832 -0.0012260499360213439 0.0007237686093547681 -0.00052597278708459898 0.00071370717059950376 -0.00029863702821479317 -0.0010533693802747802 0.00039825559023390757 0.00096917603820567916 0.0007833551345333465 -0.00086241686736336577 -0.00061055687267374224 0.00058782773148161375 -0.0012489098744617845 0.000478962703169766 -0.00022171900362424652 -0.00021939025654333746 0.0006657801644654966 -0.00038002787209988451 1.9035541089308301e-05
leaf_weight=89 84 2181 78 49 51 63 65 158 63 113 66 46 48 67 60 47 55 91 46 48 127 46
leaf_count=89 84 2181 78 49 51 63 65 158 63 113 66 46 48 67 60 47 55 91 46 48 127 46
internal_value=0 -9.72449e-06 3.15399e-05 1.39841e-05 -0.000345402 2.59412e-05 3.80614e-05 -0.000128964 -0.000283319 0 0.000296412 -3.88479e-05 -0.000182745 -5.9339e-05 -0.000148532 -0.000305925 -9.4005e-05 0.000117685 0.000229803 1.94371e-05 5.29354e-06 0.000357997
internal_weight=0 3652 2708 2630 163 114 2467 944 429 515 196 130 319 271 366 260 213 204 106 2402 2308 94
internal_count=3741 3652 2708 2630 163 114 2467 944 429 515 196 130 319 271 366 260 213 204 106 2402 2308 94
is_linear=0
shrinkage=0.0995203


Tree=6725
num_leaves=15
num_cat=0
split_feature=11 2 2 3 3 3 17 2 26 9 26 0 26 0
split_gain=0.00225486 0.00253904 0.00167781 0.00178865 0.00280508 0.00193489 0.00530759 0.00329862 0.0019856 0.0026494 0.00197583 0.00128683 0.00430882 0.00304263
threshold=-0.40069499999999997 0.50951500000000005 -0.24151999999999998 0.11404500000000002 0.11252000000000002 0.11868500000000003 -0.45712999999999998 -0.051635 -0.054024999999999997 0.11408000000000003 -0.089654999999999999 -0.071799999999999989 0.11081000000000002 -0.076439999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 11 6 -5 -8 10 -10 -7 13 -13 -4
right_child=1 -3 3 5 -6 8 7 -9 9 -11 -12 12 -14 -15
leaf_value=-0.00071269325613587578 -0.00046051592163222008 0.00071523267247942241 -2.65481601656541e-05 0.0013188092456094644 -0.00074076644084312829 3.8095918417883106e-05 -0.000539079686315026 0.00059241676444999464 4.961190986260763e-05 -0.00066586441560696969 0.00088061043473577861 -1.8396496320463696e-05 0.00076301586326888229 -0.00045691438579332957
leaf_weight=46 84 47 2247 48 56 68 49 53 288 62 49 383 85 176
leaf_count=46 84 47 2247 48 56 68 49 53 288 62 49 383 85 176
internal_value=0 -1.10854e-05 -2.06676e-05 -1.00711e-05 -4.25451e-05 0.000143709 0.00045524 4.0829e-05 4.18923e-05 -7.47908e-05 0.000397941 -2.8737e-05 0.000121778 -5.81466e-05
internal_weight=0 3695 3648 3564 2947 617 150 102 467 350 117 2891 468 2423
internal_count=3741 3695 3648 3564 2947 617 150 102 467 350 117 2891 468 2423
is_linear=0
shrinkage=0.0995203


Tree=6726
num_leaves=10
num_cat=0
split_feature=11 11 12 10 10 11 5 30 20
split_gain=0.00182822 0.00228163 0.00218315 0.00207054 0.00557786 0.00193575 0.00164773 0.0015389 0.00150761
threshold=-0.40069499999999997 -0.11166 0.092405000000000029 0.086030000000000023 0.09056500000000002 -0.08577499999999999 -0.53313499999999991 0.086455000000000018 -0.042414999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 -3 8 -8 -7
right_child=1 2 -4 4 -6 6 7 -9 -10
leaf_value=-0.00064176590185934402 0.00055652386139457737 -0.00061189116270704016 0.00065950760106421157 -0.0010459168863952864 0.00024567549953829733 -0.00080609643595191776 -8.399663701819815e-06 0.00031173376035237938 -1.9556979955277817e-05
leaf_weight=46 69 53 46 68 63 48 3139 156 53
leaf_count=46 69 53 46 68 63 48 3139 156 53
internal_value=0 -9.96016e-06 -2.09657e-05 -2.99379e-05 -0.00041852 -1.49414e-05 -5.38395e-06 6.50844e-06 -0.000401463
internal_weight=0 3695 3626 3580 131 3449 3396 3295 101
internal_count=3741 3695 3626 3580 131 3449 3396 3295 101
is_linear=0
shrinkage=0.0995203


Tree=6727
num_leaves=10
num_cat=0
split_feature=11 2 18 19 24 2 26 4 26
split_gain=0.00148217 0.00194445 0.00149804 0.0014284 0.00134616 0.00120505 0.00117505 0.00291761 0.00162706
threshold=-0.40069499999999997 0.50951500000000005 0.19545000000000004 0.10222500000000002 0.083550000000000027 -0.24151999999999998 -0.23202999999999999 0.14123000000000005 -0.43370499999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 8 -8 -7
right_child=1 -3 3 -5 -6 6 7 -9 -10
leaf_value=-0.00057789726587143442 -0.00039478375896941298 0.00062659920713966863 0.00066045129089278376 -1.9407308411451375e-05 -0.00044407552324421574 6.4980412905920316e-05 -1.1591288158558868e-05 0.00077820609393221762 -0.00073280827160420033
leaf_weight=46 83 47 62 56 76 46 3226 47 52
leaf_count=46 83 47 62 56 76 46 3226 47 52
internal_value=0 -8.96892e-06 -1.73819e-05 0.000330869 -2.9255e-05 -1.98905e-05 -1.04171e-05 0 -0.000349983
internal_weight=0 3695 3648 118 3530 3454 3371 3273 98
internal_count=3741 3695 3648 118 3530 3454 3371 3273 98
is_linear=0
shrinkage=0.0995203


Tree=6728
num_leaves=14
num_cat=0
split_feature=28 17 17 18 17 2 5 2 21 17 7 17 19
split_gain=0.0141408 0.0033934 0.0164573 0.0137498 0.00641347 0.00378486 0.00253991 0.00244284 0.00231808 0.00222296 0.00208843 0.00141465 0.00153278
threshold=0.083225000000000021 -0.0090649999999999984 -0.008069999999999999 -0.096219999999999986 -0.011174999999999999 0.42136500000000005 0.62931500000000018 0.14153500000000005 0.015410000000000002 -0.014289999999999999 -1.0000000180025095e-35 -0.019465 0.084490000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 7 9 10 -9 11 -5 12 -1
right_child=-2 2 3 5 -6 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=-4.5503141817013673e-05 -0.0014923621313896395 -0.0019697274972577442 -0.0017281444105381124 -0.00070976224926129526 0.0011194919400768799 -0.00082330096952582497 0.00056410367827118904 0.00093077505250464159 -2.895431797955251e-06 -0.00057414493564012349 -3.4655797335315759e-05 0.00043783717498246309 0.00028364286521517513
leaf_weight=1439 69 48 50 47 53 61 78 50 52 68 1511 72 155
leaf_count=1439 69 48 50 47 53 61 78 50 52 68 1511 72 155
internal_value=0 -5.37045e-05 -0.000150514 -0.000100745 4.02788e-05 -5.29891e-05 8.26058e-06 -2.41893e-05 0.000446761 -1.62707e-05 -5.55471e-05 6.00836e-06 -1.29835e-05
internal_weight=0 3684 1819 1771 1865 1721 1812 1660 102 1734 1558 1666 1594
internal_count=3753 3684 1819 1771 1865 1721 1812 1660 102 1734 1558 1666 1594
is_linear=0
shrinkage=0.0995203


Tree=6729
num_leaves=32
num_cat=0
split_feature=3 18 8 3 3 20 8 1 17 9 8 6 20 21 17 20 1 9 9 9 2 17 3 26 6 8 6 13 36 4 3
split_gain=0.014977 0.0555205 0.0034204 0.00460358 0.0163835 0.00242371 0.00381135 0.00717708 0.0164771 0.00503827 0.00426495 0.00381632 0.00295782 0.00277177 0.00222444 0.00510549 0.00397827 0.00275899 0.0063234 0.0027456 0.0018125 0.00166054 0.00124955 0.00147879 0.00219928 0.00112064 0.00110747 0.00108492 0.00156114 0.000906534 0.000377356
threshold=0.081685000000000021 -0.090104999999999991 -0.090274999999999994 0.088535000000000016 0.08708500000000001 -0.077579999999999996 -0.08569499999999998 -0.081594999999999987 -0.012064999999999999 0.084055000000000032 -0.085089999999999985 0.087575000000000028 -0.074014999999999984 -0.079684999999999992 -0.47196999999999995 -0.079154999999999989 -0.03694999999999999 0.08895500000000002 0.08709500000000002 0.093175000000000022 0.41639000000000009 -0.0094900000000000002 0.12274500000000002 0.090455000000000021 -0.083069999999999991 -0.094869999999999996 -0.049005 0.088785000000000017 0.092430000000000026 0.10619500000000003 0.14314000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 14 7 8 -7 -9 -8 -11 -12 -14 16 17 -4 18 -16 -19 22 -2 23 24 -5 -23 -25 28 29 -3 -24
right_child=2 27 5 20 -6 6 10 9 -10 11 12 -13 13 -15 15 -17 -18 19 -20 -21 -22 25 30 26 -26 -27 -28 -29 -30 -31 -32
leaf_value=-0.0039357378268739902 0.00036319966058934221 -3.1675217521528903e-05 -0.00027588197735095235 -0.00060841236909228214 -0.0021375833547861386 -0.00022251615339361042 -0.00091180639191248492 0.00076164919637161492 0.0021030979546482046 -0.00093245008098095407 0.00064612576798021685 0.00025451121488527837 -0.0005967771972909911 5.6145047038523459e-05 -7.4068403126841326e-05 -0.0011566438846530099 0.00082838772385518432 0.00074920727243515007 -0.0011320929904757619 -7.8893996359272639e-05 -0.00054163483862716688 -2.9583691826120573e-05 0.00056318602052071981 0.00052355582845812717 5.9757543057901786e-05 -0.00068884191079962923 -9.550089032047242e-05 -0.00057216771419414214 -0.00048945347322126647 0.00051107986873629287 0.00013713512662350452
leaf_weight=46 51 83 66 85 52 56 46 56 64 60 81 47 67 1585 328 51 62 62 68 106 62 62 46 59 110 47 52 46 52 46 49
leaf_count=46 51 83 66 85 52 56 46 56 64 60 81 47 67 1585 328 51 62 62 68 106 62 62 46 59 110 47 52 46 52 46 49
internal_value=0 -0.000782315 -1.65154e-05 -0.000217799 -0.000602168 3.163e-05 8.73927e-05 0.000426872 0.00101099 0 3.29288e-05 -0.000403424 5.84778e-05 2.9169e-05 -0.000122023 -0.000201325 0.000252603 -0.000113488 -0.000257817 0.000221842 -4.00343e-05 -9.80412e-05 3.54784e-05 -6.01286e-05 -0.000227298 -0.000321362 0.000226172 -0.000139689 -2.52539e-05 0.00015552 0.000352051
internal_weight=0 273 3480 675 212 2805 2062 283 120 163 1779 107 1733 1652 743 615 128 564 396 168 463 160 401 306 195 109 111 227 181 129 95
internal_count=3753 273 3480 675 212 2805 2062 283 120 163 1779 107 1733 1652 743 615 128 564 396 168 463 160 401 306 195 109 111 227 181 129 95
is_linear=0
shrinkage=0.0995203


Tree=6730
num_leaves=31
num_cat=0
split_feature=6 6 6 6 5 18 1 5 6 0 1 26 1 5 1 26 2 18 6 2 2 5 6 26 2 5 5 4 19 21
split_gain=0.00387439 0.0123436 0.00774157 0.0625901 0.00353813 0.00333093 0.00292284 0.00729787 0.00284512 0.0233347 0.00262389 0.00257481 0.00756081 0.00248074 0.00244365 0.0023488 0.00601964 0.00204619 0.00192889 0.00145999 0.00403151 0.00579956 0.00269805 0.00820818 0.0063952 0.00251205 0.00352726 0.00186935 0.00140994 0.00119793
threshold=0.088565000000000019 0.089090000000000016 0.049085000000000011 0.083720000000000031 0.51659500000000014 -0.098315 -0.08616 -0.026719999999999997 -0.0048649999999999995 -0.10148 -0.081394999999999981 0.085505000000000012 -0.090104999999999991 0.51100000000000012 -0.50954999999999984 0.11861500000000001 -0.072624999999999981 -0.089234999999999995 -0.0076549999999999995 -0.070354999999999987 -0.076615000000000003 -0.034484999999999995 0.09840500000000002 0.091765000000000027 -0.078994999999999996 -0.037239999999999995 -0.067559999999999995 0.09939000000000002 0.12477000000000003 0.10940500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 8 29 11 10 13 -10 -8 -5 -13 18 -11 19 -17 -16 28 20 22 -22 24 -24 -3 26 -21 -27 -1 -6
right_child=1 15 3 6 5 -7 7 -9 9 14 -12 12 -14 -15 17 16 -18 -19 -20 25 21 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-1.0479314067407758e-05 0.0015802288607069895 2.210840793879516e-05 -0.0037169469886331559 -0.00027064927636442346 0.0010736871063437713 -0.00027918092421660789 0.00061071024617469563 -0.0011367269742163166 -0.002336417478740937 -0.0004327748786314563 -0.000294097234936153 -0.00013300537120039039 0.0014765940488053002 -0.00071466501238755687 0.00060057610642601125 0.001229550418369094 -0.00024804199211679069 -5.5829214843444234e-05 0.00056836447456006022 -4.7277591160175846e-05 -0.0015130679644426992 -3.442828079459438e-05 -0.00015843622955471218 0.0012666005218171538 -0.0011546833021114024 -0.00052252088404366776 0.0011319853014235741 0.00030724635201874191 -0.00037052927888493997 0.00037499272713567436
leaf_weight=1601 53 291 53 68 51 47 58 72 50 91 69 73 47 52 75 52 56 121 54 47 46 64 118 60 54 58 51 49 116 56
leaf_count=1601 53 291 53 68 51 47 58 72 50 91 69 73 47 52 75 52 56 121 54 47 46 64 118 60 54 58 51 49 116 56
internal_value=0 0.000102098 -0.000126373 -0.000509239 -5.3218e-05 0.000406728 -6.78245e-05 -0.000335256 -8.63894e-05 -0.000352327 0.000112676 0.0002109 0.0004906 -3.67791e-05 -3.81406e-06 1.84198e-05 0.000455812 0.00019117 -1.64128e-05 -3.69737e-05 -0.000112547 -0.000660211 1.07567e-06 0.000317314 -0.000159712 0.000192388 0.000558067 -0.000134883 -3.5281e-05 0.000715666
internal_weight=0 999 2754 440 2314 154 387 199 2160 337 127 188 120 1823 287 946 108 196 1771 838 633 110 523 178 345 205 98 107 1717 107
internal_count=3753 999 2754 440 2314 154 387 199 2160 337 127 188 120 1823 287 946 108 196 1771 838 633 110 523 178 345 205 98 107 1717 107
is_linear=0
shrinkage=0.0995203


Tree=6731
num_leaves=23
num_cat=0
split_feature=3 4 5 1 2 5 3 9 9 26 18 26 9 20 5 26 30 20 8 20 8 11
split_gain=0.01143 0.0496912 0.00266888 0.00974848 0.013307 0.00212917 0.00218402 0.00206219 0.00883824 0.00722769 0.00878211 0.00374143 0.00188569 0.00181913 0.00788874 0.0027076 0.00289492 0.0027479 0.00185317 0.00208835 0.00181414 0.000680218
threshold=0.081685000000000021 0.079795000000000019 -0.093384999999999982 -0.073844999999999994 -0.081915000000000002 -0.091229999999999992 0.083595000000000017 0.085075000000000026 0.085525000000000032 0.086095000000000019 -0.015440000000000001 0.085005000000000011 0.085945000000000021 -0.07650499999999999 -0.13955999999999999 -0.088059999999999986 0.090320000000000025 -0.048779999999999997 -0.08731499999999999 -0.082784999999999984 -0.011315 -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
left_child=1 -1 3 4 -2 -4 -7 9 -9 11 -11 -8 -10 14 18 -15 17 -17 -5 -20 21 -3
right_child=2 20 5 13 -6 6 7 8 12 10 -12 -13 -14 15 -16 16 -18 -19 19 -21 -22 -23
leaf_value=-0.0034147247084006594 4.6599461273523446e-05 -2.5645810672476857e-05 0.00064029051264346637 -0.00032743266019188776 -0.0023302274330633233 0.00066965090195877279 -4.0890298847407768e-05 0.0010523580108022874 -0.00057258834336219389 -0.0018527686137568083 -0.00024845745833770329 0.00078140157347206815 4.1783514782878857e-05 0.00072815909101846103 -0.0013161921170947123 0.00057291516835630471 -0.00067373054517905911 -6.1984731893322621e-05 -6.7835372875158244e-05 0.00082187052736120228 0.00038102012669392519 -0.00047083059348903026
leaf_weight=53 46 83 57 75 46 51 623 87 51 47 126 60 1559 54 55 87 58 295 57 46 74 63
leaf_count=53 46 83 57 75 46 51 623 87 51 47 126 60 1559 54 55 87 58 295 57 46 74 63
internal_value=0 -0.000679101 -1.00825e-05 -0.000167365 -0.00113292 3.80181e-05 2.45203e-05 1.13122e-05 7.51289e-05 -0.000114247 -0.000689043 3.01477e-05 2.18136e-05 -4.40507e-05 -0.000273937 6.27201e-05 -1.70869e-05 8.04699e-05 4.35098e-05 0.000321561 -1.63429e-05 -0.000223353
internal_weight=0 273 3480 819 92 2661 2604 2553 1697 856 173 683 1610 727 233 494 440 382 178 103 220 146
internal_count=3753 273 3480 819 92 2661 2604 2553 1697 856 173 683 1610 727 233 494 440 382 178 103 220 146
is_linear=0
shrinkage=0.0995203


Tree=6732
num_leaves=18
num_cat=0
split_feature=5 2 2 7 0 0 0 20 6 20 11 27 7 7 6 9 21
split_gain=0.0052652 0.00334555 0.0194057 0.00241785 0.00257468 0.0211217 0.00252338 0.00164777 0.00205673 0.00175171 0.00156737 0.00330266 0.0010163 0.00236305 0.000832708 0.00199523 0.00115476
threshold=0.63223000000000018 -0.097424999999999998 -0.10077999999999999 -0.068034999999999998 -0.095339999999999994 -0.096724999999999992 -0.094139999999999988 -0.09280999999999999 -0.045589999999999999 -0.15398499999999998 -0.37506 0.085775000000000032 0.082845000000000016 0.054685000000000004 -0.007045 0.095415000000000014 0.095375000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -3 5 7 -6 9 -9 -5 -8 -12 13 14 16 -16 -1
right_child=-2 3 -4 4 6 -7 10 8 -10 -11 11 -13 -14 -15 15 -17 -18
leaf_value=-0.00039422971503011943 -0.00081946683960804241 -0.0004955320651292114 0.0021005318023106408 9.1693115104251981e-05 -0.00073477914881125744 0.0022417880285266838 0.00057687435001091132 2.4404542667325243e-06 0.00042667773743439543 -0.00075848617199555457 1.5189478393650103e-05 -0.00056653209127330696 -0.00031237941220954823 0.00080353828466948386 -3.852993095219011e-05 0.00068821242872828703 0.00021372714432679708
leaf_weight=79 69 87 53 46 47 47 46 413 158 47 2225 101 57 46 121 53 49
leaf_count=79 69 87 53 46 47 47 46 413 158 47 2225 101 57 46 121 53 49
internal_value=0 5.74388e-05 0.000309229 2.13372e-05 3.59654e-05 0.000202522 -1.26511e-05 5.69437e-05 0.000121264 -0.000329165 1.31242e-06 -9.71821e-06 7.27905e-05 0.000138231 3.41822e-05 0.00017813 -0.000155101
internal_weight=0 3675 458 3217 3130 711 2419 664 571 93 2372 2326 405 348 302 174 128
internal_count=3744 3675 458 3217 3130 711 2419 664 571 93 2372 2326 405 348 302 174 128
is_linear=0
shrinkage=0.0995203


Tree=6733
num_leaves=27
num_cat=0
split_feature=3 18 9 18 1 3 1 3 8 10 26 18 24 3 0 0 18 26 9 8 4 8 0 17 18 0
split_gain=0.00345657 0.00703134 0.0241028 0.00628866 0.00552506 0.00529284 0.00677586 0.00545066 0.00623999 0.00423977 0.0037954 0.00318271 0.00273648 0.00260828 0.00455581 0.0178624 0.00558941 0.00292719 0.00272227 0.0120462 0.00784126 0.0026036 0.00253132 0.0023594 0.00175039 0.00239135
threshold=0.090435000000000029 -0.090899999999999995 0.087695000000000009 -0.086064999999999989 -0.011155 0.08622500000000001 0.0022300000000000006 0.086605000000000029 -0.045194999999999999 0.089090000000000016 0.085570000000000021 -0.098315 0.094750000000000015 0.097880000000000023 -0.068189999999999987 -0.072529999999999997 0.11769500000000002 -0.2382 0.11408000000000003 0.041960000000000011 0.14221500000000004 -0.094139999999999988 -0.098749999999999991 -0.12118 -0.016464999999999997 -0.084834999999999994
decision_type=2 2 2 2 2 2 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 -3 21 7 -7 -9 12 11 23 13 14 15 16 -2 -15 20 -20 -19 22 -5 -1 -23 -26
right_child=9 3 -4 5 -6 6 -8 8 -10 -11 -12 -13 -14 17 -16 -17 -18 18 19 -21 -22 24 -24 -25 25 -27
leaf_value=0.00056030806700985473 -0.00018913957224079984 -0.00012680942778439875 0.0024016103050844137 0 -0.001487420648829553 0.0011959742211526839 0.0013357394269417557 0.00025939326453367124 -0.00075524372986016911 -0.0008464545847822973 -0.00062347322258941872 0.00080533001207217566 -0.00077337789214126842 0.00082877619609650539 0.00060157483402683708 -0.0021099261646486279 0.00088047421915144277 4.2608669930335073e-05 0.00024267920358724056 -0.0015642938241282288 0.0012255978839726628 -0.00050842316807331713 -0.00086751182597424794 -0.00035458182596669106 0.00026412427203027837 -0.00020875991623739475
leaf_weight=46 539 87 58 59 46 51 60 413 70 64 50 85 47 50 70 47 53 972 116 53 59 55 73 71 282 168
leaf_count=46 539 87 58 59 46 51 60 413 70 64 50 85 47 50 70 47 53 972 116 53 59 55 73 71 282 168
internal_value=0 0.000143453 0.000571522 4.5565e-05 -0.000603552 0.000116362 0.000330337 0.000215837 0.000110649 -4.87025e-05 0.000147062 0.000341841 -2.28427e-05 -4.41805e-06 -0.00015729 -0.000241702 -9.19974e-05 8.16362e-05 4.98231e-05 -0.000319161 0.0001111 -8.18834e-05 -0.000475675 0 1.94274e-05 8.57617e-05
internal_weight=0 1674 310 1364 133 1231 594 534 483 2070 252 202 2006 1959 709 639 592 1250 1200 169 1031 637 132 117 505 450
internal_count=3744 1674 310 1364 133 1231 594 534 483 2070 252 202 2006 1959 709 639 592 1250 1200 169 1031 637 132 117 505 450
is_linear=0
shrinkage=0.0995203


Tree=6734
num_leaves=20
num_cat=0
split_feature=3 18 2 24 0 11 0 0 0 0 17 3 26 3 22 8 18 36 2
split_gain=0.00357587 0.0269643 0.00293711 0.00233323 0.00164522 0.001728 0.00158049 0.0185083 0.00261248 0.0024739 0.00296116 0.00243118 0.00215301 0.00178794 0.00170559 0.00166861 0.00157986 0.00095937 0.000467638
threshold=0.082130000000000022 -0.092864999999999989 -0.24151999999999998 0.083550000000000027 0.019150000000000004 -1.0000000180025095e-35 -0.095649999999999999 -0.097180000000000002 -0.085684999999999997 -0.086304999999999993 -0.019465 0.084795000000000023 0.093535000000000021 0.085965000000000028 0.079065000000000024 -0.11257499999999999 -0.010145 0.090285000000000018 -0.090394999999999989
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 6 5 17 7 12 9 10 -8 16 14 -13 -4 -14 -10 -3 -7
right_child=2 4 3 -5 -6 18 8 -9 11 -11 -12 13 15 -15 -16 -17 -18 -19 -20
leaf_value=0.0025515612125884186 -0.00058710979754757718 -0.00050625654312561855 -9.7417313779191479e-05 -0.00056601365345682801 -0.00054081533947746973 0.00014720318958935492 -0.00041980306941048398 0.0020918521847748061 0.00012895715664787985 -0.00067518074618573662 7.0472495660908312e-05 -0.00036743717415847483 3.8357203737524504e-05 4.9642295969290617e-05 0.00039338907979330712 0.00086965447573560996 0.00096356938153432405 0.00010908256822314448 0.00061788095137164706
leaf_weight=47 81 51 553 66 53 48 188 46 49 88 342 108 50 1705 80 50 46 46 47
leaf_count=47 81 51 553 66 53 48 188 46 49 88 342 108 50 1705 80 50 46 46 47
internal_value=0 0.000367753 4.77803e-06 1.9243e-05 -4.78412e-05 8.39766e-05 3.11782e-05 0.000155151 -6.73003e-06 -0.00018485 -0.000101892 5.05339e-05 3.24947e-05 2.43454e-05 -3.40948e-05 0.000462192 0.000541703 -0.000206007 0.000388682
internal_weight=0 292 3452 3371 245 192 3305 779 2526 618 530 1908 733 1813 633 100 95 97 95
internal_count=3744 292 3452 3371 245 192 3305 779 2526 618 530 1908 733 1813 633 100 95 97 95
is_linear=0
shrinkage=0.0995203


Tree=6735
num_leaves=21
num_cat=0
split_feature=5 2 2 5 5 2 8 4 21 21 0 0 0 0 3 9 4 17 8 10
split_gain=0.00382798 0.00284171 0.0159184 0.00159596 0.00481661 0.0155184 0.00270842 0.0025032 0.0026046 0.00408027 0.0062631 0.00178473 0.0017083 0.00131654 0.00129673 0.00100889 0.00468655 0.00250187 0.00248175 0.0010717
threshold=0.63223000000000018 -0.10018999999999999 -0.10598499999999998 -0.45822499999999994 -0.16183 -0.071344999999999992 -0.057284999999999996 0.13279000000000005 0.090715000000000032 -0.075024999999999994 -0.14909499999999998 -0.23058999999999999 -0.19631499999999999 -0.095339999999999994 0.10293500000000001 0.095415000000000014 0.10343500000000001 -0.42572499999999996 0.096835000000000018 0.07635500000000002
decision_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 7 5 -5 13 8 9 -3 -11 -6 -13 -7 -14 16 17 -1 -17 -19
right_child=-2 3 -4 4 11 6 -8 -9 -10 10 -12 12 14 -15 -16 18 -18 19 -20 -21
leaf_value=0.00079547699799272246 -0.00070364659496148605 5.0791017930334194e-05 0.0019743850142485641 0.0020671721154554498 0.00054734273561222666 5.7824724316060411e-05 0.00059678713305679756 0.00029714251507006458 6.7066859094754263e-05 -0.001824149745149189 -0.00020318004194869421 -0.00059899630562472959 -3.6830215804689553e-05 -0.00065099171699860194 0.00013209202365500994 0.00081972410495192614 -0.00096290653903902503 0.00019456313632700841 -4.8814222447182979e-05 -0.0003552561743337533
leaf_weight=46 69 57 49 48 58 50 52 75 88 47 50 48 2059 50 576 52 46 78 83 63
leaf_count=46 69 57 49 48 58 50 52 75 88 47 50 48 2059 50 576 52 46 78 83 63
internal_value=0 4.40547e-05 0.000288758 1.24832e-05 3.55876e-05 0.000507088 9.0433e-06 -0.000199288 -0.000356523 -0.00060389 -0.000997038 8.85452e-07 -1.06225e-05 -0.000288397 0 6.20883e-05 -6.04651e-05 0.000157148 0.00027967 -4.5295e-05
internal_weight=0 3675 417 3258 2941 200 152 317 242 154 97 2741 2683 100 2635 368 233 187 135 141
internal_count=3744 3675 417 3258 2941 200 152 317 242 154 97 2741 2683 100 2635 368 233 187 135 141
is_linear=0
shrinkage=0.0995203


Tree=6736
num_leaves=28
num_cat=0
split_feature=27 27 9 9 6 2 2 2 9 8 0 9 0 8 5 9 0 20 0 29 2 26 0 26 6 2 20
split_gain=0.00386253 0.0175366 0.00242919 0.00414292 0.00281387 0.00448546 0.0259401 0.00537113 0.00455281 0.00368057 0.00435898 0.00318905 0.00261371 0.00369807 0.00514434 0.00412078 0.00439143 0.00329511 0.00209343 0.0026092 0.00243944 0.00197985 0.00268897 0.00265452 0.00306568 0.00635242 0.00283625
threshold=0.087525000000000019 0.091395000000000018 0.094435000000000033 0.095415000000000014 0.089525000000000021 -0.082644999999999982 -0.083974999999999994 -0.080744999999999997 0.09310000000000003 -0.080055000000000001 -0.081534999999999982 0.090465000000000031 0.12433000000000002 -0.073999999999999996 -0.052494999999999993 0.099125000000000033 -0.073219999999999993 -0.077299999999999994 -0.093765000000000001 -0.077709999999999987 -0.046564999999999995 0.096685000000000021 -0.081909999999999997 0.092300000000000021 0.087670000000000012 -0.084385000000000002 -0.0093149999999999986
decision_type=2 2 2 2 2 2 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 21 6 9 -7 11 10 -6 -9 13 14 -5 16 -15 -17 20 -20 -3 23 -23 24 26 -26 -1
right_child=1 18 3 12 5 7 -8 8 -10 -11 -12 -13 -14 15 -16 17 -18 -19 19 -21 -22 22 -24 -25 25 -27 -28
leaf_value=-6.407481994528037e-05 -0.002107032611459237 -0.00015207383715153656 -0.00082236751704925731 -0.00030628057257509191 -6.2667102030455999e-05 -0.00072314844794824551 0.0026432244892013587 0.00032183279866340649 0.0010711886521102996 -0.00058716181669673205 0.0011309968033322525 -0.00047270995405684305 0.00065191490118239224 -1.2420908340843664e-05 0.00098860165032164178 -0.00065482460668712255 -0.001091479301426267 0.00010656350527307191 -0.00069811009522751462 0.00015510699176860817 0.00083980987881790946 -0.00083226117672534599 0.0001351691596964564 0.00068667188634691039 -0.0011492702987950254 0.00015069547204588969 0.00018714839234738875
leaf_weight=887 47 46 76 55 82 72 49 142 53 58 47 77 49 66 66 69 91 303 67 73 50 61 51 62 65 85 887
leaf_count=887 47 46 76 55 82 72 49 142 53 58 47 77 49 66 66 69 91 303 67 73 50 61 51 62 65 85 887
internal_value=0 -0.000351541 3.08808e-05 -0.000123885 7.5975e-05 0.000270121 0.000604501 3.83409e-05 0.000242921 6.59119e-05 0.000365888 3.8735e-05 -4.67703e-05 -0.0001007 0.000393253 -0.000215231 -0.000643077 -3.24612e-05 0 -0.000247371 0.000356005 2.19124e-05 -0.000384426 4.52399e-05 2.41446e-05 -0.000407166 6.10753e-05
internal_weight=0 283 3453 775 2678 580 236 344 272 187 129 219 699 650 121 529 157 372 236 140 96 2098 112 1986 1924 150 1774
internal_count=3736 283 3453 775 2678 580 236 344 272 187 129 219 699 650 121 529 157 372 236 140 96 2098 112 1986 1924 150 1774
is_linear=0
shrinkage=0.0995203


Tree=6737
num_leaves=26
num_cat=0
split_feature=1 17 3 10 6 17 17 1 1 6 3 1 4 5 21 5 21 9 9 6 8 8 17 17 9
split_gain=0.00371636 0.00745812 0.0284854 0.00376234 0.0036365 0.0035038 0.01368 0.00346328 0.0034574 0.00327095 0.00299979 0.00645584 0.00393518 0.00290138 0.00281675 0.00283289 0.00296996 0.00367227 0.00329793 0.00312023 0.00304508 0.00462596 0.00198674 0.00228002 0.00200955
threshold=0.0015850000000000003 -0.033249999999999995 0.090050000000000033 0.090150000000000022 -0.085064999999999988 -0.12118 -0.14488499999999999 -0.00050999999999999993 -0.01538 -0.069354999999999986 0.11061500000000002 -0.057259999999999998 0.10343500000000001 0.5134350000000002 0.13209000000000004 -0.034484999999999995 0.094640000000000016 -0.073629999999999987 0.11351500000000002 -0.42102499999999998 -0.089044999999999999 -0.010374999999999999 -0.098644999999999997 -0.092649999999999996 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 2 2 2
left_child=3 2 -2 5 -4 6 8 22 10 -6 12 -12 -1 -11 15 16 17 19 -19 -3 -18 -22 -7 -24 -25
right_child=1 14 4 -5 9 7 -8 -9 -10 13 11 -13 -14 -15 -16 -17 20 18 -20 -21 21 -23 23 24 -26
leaf_value=4.5957800733030385e-05 -0.0028310679625424312 -2.4568714233784595e-07 -0.00077271118820711117 -0.0008048865697517216 0.00076923579998937949 -0.00048350562517526834 0.0016522269598600629 0.00073969890528457116 0.0009505052555739493 -0.00075047190850245909 0.0014105569849486887 -7.521286942793012e-05 -0.00088340459029557703 0.00024691031128289869 0.00074656833622048534 0.00067661880237326151 0.00011969806727790886 0.00031062279647580315 -0.00045629785219017643 -0.00096196777724013053 -0.0011777274754965529 0 0.00068834221168751343 0.00020454943422330293 -6.2205183658360308e-05
leaf_weight=383 47 81 65 48 51 84 65 63 47 51 47 73 51 65 47 50 67 331 66 59 80 57 48 352 1358
leaf_count=383 47 81 65 48 51 84 65 63 47 51 47 73 51 65 47 50 67 331 66 59 80 57 48 352 1358
internal_value=0 -0.000150304 -0.000595987 6.64988e-05 -0.000139662 8.30858e-05 0.000279641 1.3939e-05 0.00012983 0.000101833 5.87279e-05 0.000499892 -6.13668e-05 -0.000184537 -9.42897e-07 -4.63938e-05 -9.62849e-05 2.50811e-05 0.000181063 -0.00041139 -0.000419776 -0.000689582 -1.0439e-05 1.16992e-05 -6.81556e-06
internal_weight=0 1117 279 2619 232 2571 666 1905 601 167 554 120 434 116 838 791 741 537 397 140 204 137 1842 1758 1710
internal_count=3736 1117 279 2619 232 2571 666 1905 601 167 554 120 434 116 838 791 741 537 397 140 204 137 1842 1758 1710
is_linear=0
shrinkage=0.0995203


Tree=6738
num_leaves=16
num_cat=0
split_feature=28 12 10 1 0 9 9 17 26 1 26 26 38 7 9
split_gain=0.0107674 0.00291909 0.00285564 0.00183948 0.00396304 0.00801826 0.00324496 0.00233437 0.00336986 0.00716856 0.00214627 0.00160631 0.00160199 0.00206463 0.00160135
threshold=0.083225000000000021 0.098385000000000028 0.09056500000000002 -0.080954999999999985 -0.070134999999999989 0.091690000000000021 0.089255000000000015 -0.45791500000000002 0.090845000000000023 -0.01538 0.11659500000000002 0.094305000000000014 -0.072014999999999996 -0.07553 0.095950000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 -5 14 -10 -9 -14 -6
right_child=-2 -3 -4 7 10 -7 -8 12 11 -11 -12 -13 13 -15 -16
leaf_value=0.00022944661378858247 -0.001203703989670775 -0.00074500802962207109 0.00067976758560503404 0 5.6163034142519958e-05 0.001349843566174003 -0.00057175477754500825 0.00044401218904066569 -0.0005837464931769163 0.0015182493790045098 -0.00075253568619264831 0.00019224771050258785 0.00050680601598879227 -8.847826632969719e-05 -0.00053473724071143676
leaf_weight=616 72 48 67 77 279 62 54 61 46 52 48 60 59 2081 54
leaf_count=616 72 48 67 77 279 62 54 61 46 52 48 60 59 2081 54
internal_value=0 2.52101e-05 3.56607e-05 2.32702e-05 0.000129387 0.000265239 0.00016365 -2.48783e-05 0.00027267 0.000615465 -0.00012947 -0.000136782 -5.70194e-05 -7.16837e-05 -3.72004e-05
internal_weight=0 3664 3616 3549 1113 732 670 2436 235 129 381 106 2201 2140 333
internal_count=3736 3664 3616 3549 1113 732 670 2436 235 129 381 106 2201 2140 333
is_linear=0
shrinkage=0.0995203


Tree=6739
num_leaves=15
num_cat=0
split_feature=28 12 10 3 9 9 1 17 9 1 6 8 1 4
split_gain=0.00873146 0.00236776 0.00231472 0.00222534 0.00375974 0.0115631 0.00551226 0.00350358 0.00243358 0.00136556 0.00880094 0.00562183 0.00332199 0.00213501
threshold=0.083225000000000021 0.098385000000000028 0.09056500000000002 0.091715000000000033 0.087825000000000028 0.088135000000000033 -0.083284999999999984 -0.52615499999999993 0.08735500000000003 -0.07002499999999999 0.11690000000000002 -0.072559999999999999 -0.06551499999999999 0.13881500000000005
decision_type=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 10 11 -5 -11 -14
right_child=-2 -3 -4 9 5 6 -8 8 -10 12 -12 -13 13 -15
leaf_value=0.00084215358377693456 -0.0010839111398262503 -0.0006708646579682918 0.00061211701876159419 0.00035541856839261252 0.0018360581170859416 -0.0003772144899812233 0.00039164920372277063 1.0650222787805151e-05 -0.00057782782760899365 0.00080961947628399849 -0.0014360661336902752 -0.00035561362645676614 0 -0.00053138249507652291
leaf_weight=48 72 48 67 190 46 127 332 1138 74 48 51 261 1154 80
leaf_count=48 72 48 67 190 46 127 332 1138 74 48 51 261 1154 80
internal_value=0 2.27356e-05 3.2169e-05 2.09898e-05 0.000100387 0.000329861 0.00017713 7.76514e-06 -2.46045e-05 -5.71028e-05 -0.000196265 -5.42506e-05 -1.9717e-06 -3.42043e-05
internal_weight=0 3664 3616 3549 1765 505 459 1260 1212 1784 502 451 1282 1234
internal_count=3736 3664 3616 3549 1765 505 459 1260 1212 1784 502 451 1282 1234
is_linear=0
shrinkage=0.0995203


Tree=6740
num_leaves=21
num_cat=0
split_feature=11 8 8 8 17 8 9 5 5 18 10 3 3 8 3 9 17 8 4 18
split_gain=0.00548506 0.0030574 0.016144 0.00357991 0.0163939 0.00278216 0.0033874 0.00806678 0.0113081 0.00261177 0.00203286 0.0020258 0.00768425 0.00397297 0.00387872 0.00289265 0.000996389 0.00124402 0.00243782 0.000360083
threshold=-0.23667999999999997 -0.088734999999999994 -0.089779999999999985 -0.092094999999999996 -1.0000000180025095e-35 -0.085764999999999994 0.083925000000000013 -0.0071849999999999995 -0.025879999999999997 0.086800000000000016 0.086275000000000018 0.10648500000000002 0.10393500000000001 0.10528000000000003 0.10892000000000003 0.092465000000000033 0.3137100000000001 -0.49499500000000002 0.12205500000000002 -0.0010249999999999999
decision_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 16 19 6 -3 8 9 -8 11 12 15 14 -13 -7 17 -2 -19 -5
right_child=1 5 -4 4 -6 10 7 -9 -10 -11 -12 13 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=0.0008309892696532744 -0.00034395530964013369 -0.00087966372196348036 0.0018121071542881307 -1.4533274430813907e-05 0.0019922380289270122 4.9276273002158884e-05 -0.00069731102958810122 -0.0011647021525010208 0.0014040738509425051 0.00017383882005895794 0.00046569621348890909 0.0010399309682605539 -0.0010505401250697544 -0.00055723595215262573 0.00014361515983310187 -0.00024060166009981019 -0.00041124605454522715 -1.6028792044355276e-05 0.00066465196856901226 -0.00041839231934052686
leaf_weight=83 87 79 56 46 49 1278 74 57 54 61 89 54 76 70 458 464 64 430 59 51
leaf_count=83 87 79 56 46 49 1278 74 57 54 61 89 54 76 70 458 464 64 430 59 51
internal_value=0 1.24515e-05 0.000178995 6.15991e-05 0.000506684 -3.70904e-05 -0.000310949 -0.000124985 0.00018425 -0.000297617 -1.00259e-06 -1.86504e-05 -7.06849e-05 0.000142484 0.000239747 -2.74658e-05 -3.86569e-05 1.32072e-06 6.44243e-05 -0.000235311
internal_weight=0 3656 842 786 146 2814 325 246 189 135 2489 2400 1818 582 512 1742 640 576 489 97
internal_count=3739 3656 842 786 146 2814 325 246 189 135 2489 2400 1818 582 512 1742 640 576 489 97
is_linear=0
shrinkage=0.0995203


Tree=6741
num_leaves=19
num_cat=0
split_feature=30 18 18 17 0 8 5 1 5 21 21 26 26 1 9 17 1 17
split_gain=0.00395591 0.00300671 0.012064 0.0485747 0.00505158 0.00939262 0.00428318 0.00292685 0.00288171 0.00173058 0.00142934 0.001734 0.00140631 0.00497731 0.00308901 0.00515787 0.00298878 0.00135324
threshold=0.12371500000000002 0.085685000000000025 0.092750000000000013 0.0047200000000000011 -0.070134999999999989 -0.052214999999999998 -0.088604999999999989 -0.50763499999999995 0.23074000000000006 0.13765500000000006 0.12262000000000002 -0.23033499999999998 0.11575500000000001 -0.076329999999999995 0.08758500000000001 0.07134500000000002 0.0047600000000000012 -0.55286000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 -3 -1 12 10 11 -9 14 -14 16 -16 -4 -13
right_child=-2 2 8 -5 -6 -7 -8 9 -10 -11 -12 17 13 -15 15 -17 -18 -19
leaf_value=0.00054539050701433631 0.00091634685838417294 0.00044255135700986255 -0.00053744564798868842 0.0036834465111146679 -0.00073087222682104928 0.0014664232027782175 -0.00086392651213547584 0.00039664567052451611 0.00067644040188288303 0.00041903342939204744 -0.00050329777911017133 0.00029037815577298744 0.00021534481084067554 -0.00098555990780086009 0.00050790124906405687 -0.0003934877206491669 0.0003260359723398058 -8.5408890358716245e-05
leaf_weight=83 49 52 156 46 53 53 47 81 50 74 73 98 66 69 179 96 52 2362
leaf_count=83 49 52 156 46 53 53 47 81 50 74 73 98 66 69 179 96 52 2362
internal_value=0 1.57059e-05 0.000171853 0.000760283 0.00010036 0.000395583 -0.000169427 -3.57847e-05 -4.80236e-05 -5.40348e-05 -6.77401e-05 -5.49048e-05 -0.000107962 -0.000392387 -2.67692e-05 0.000190258 -0.00031764 -7.01057e-05
internal_weight=0 3690 919 251 205 152 99 2771 668 2688 2614 2541 618 135 483 275 208 2460
internal_count=3739 3690 919 251 205 152 99 2771 668 2688 2614 2541 618 135 483 275 208 2460
is_linear=0
shrinkage=0.0995203


Tree=6742
num_leaves=26
num_cat=0
split_feature=11 26 18 18 6 6 1 26 9 18 9 6 5 26 26 5 9 6 1 17 9 26 20 26 2
split_gain=0.0041763 0.00268959 0.00547735 0.0198086 0.0284129 0.00361631 0.00229243 0.00596589 0.00454134 0.0165871 0.00719645 0.00512853 0.00308533 0.00210334 0.00227755 0.00245478 0.0020864 0.00369377 0.00579667 0.00343759 0.00306846 0.00268229 0.00259004 0.00224517 0.00210615
threshold=-0.23667999999999997 0.096275000000000013 0.088250000000000009 0.092750000000000013 0.038300000000000008 0.11816500000000002 -0.083284999999999984 0.11215000000000001 0.09697500000000002 -0.0051099999999999991 0.099330000000000016 0.091615000000000016 -0.09583499999999999 0.089880000000000029 0.087495000000000031 -0.087969999999999993 0.08938500000000002 0.10737000000000003 -0.06551499999999999 0.40827500000000011 -0.076039999999999983 0.093835000000000016 -0.073489999999999986 0.091195000000000012 -0.079739999999999991
decision_type=2 2 2 2 2 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 4 -4 6 7 -3 9 -8 -10 -11 -12 14 15 -5 19 21 -19 20 22 24 -2 -22 -18
right_child=1 5 3 13 -6 -7 8 -9 10 11 12 -13 -14 -15 -16 -17 17 18 -20 -21 23 -23 -24 -25 -26
leaf_value=0.00072324248782028127 -0.00016713965708178833 -0.0011333800050812805 0.00012867353610066979 -0.00035668080790038939 0.0034191838321207453 -0.00080246815525878421 0.0019270818388875425 0.00032915792872239029 -0.0013507477887603227 -0.00048849230384684849 0.00067931939890195406 0.00053675352272950579 -0.00024495499610438347 0.00050793795025780156 -0.00070524875291416483 0.00025191978868470513 -1.9107808160690131e-05 0.0015156774688381489 0 -0.00083709737977642426 -0.00012151143733441939 -0.00055205136395608274 0.00053011108677999887 0.00052424947441793036 0.00040539098844261985
leaf_weight=83 78 63 61 103 46 79 50 48 51 126 47 78 149 74 49 180 357 46 54 56 1416 67 154 55 169
leaf_count=83 78 63 61 103 46 79 50 48 51 126 47 78 149 74 49 180 357 46 54 56 1416 67 154 55 169
internal_value=0 8.98108e-06 5.04011e-05 0.000346175 0.00155094 -0.000167563 -8.42685e-05 -0.000493556 4.77812e-06 0.000301854 -0.000297403 -9.24736e-05 -1.9141e-05 2.66478e-05 -7.8162e-05 2.75223e-05 -1.1146e-05 0.000134712 0.000694716 -6.90754e-05 -4.33398e-05 3.88953e-05 0.000292162 -9.68102e-05 0.000115724
internal_weight=0 3656 2965 513 107 691 612 111 501 254 247 204 196 406 332 283 2452 693 100 1759 1703 593 232 1471 526
internal_count=3739 3656 2965 513 107 691 612 111 501 254 247 204 196 406 332 283 2452 693 100 1759 1703 593 232 1471 526
is_linear=0
shrinkage=0.0995203


Tree=6743
num_leaves=23
num_cat=0
split_feature=29 18 17 17 17 17 26 5 9 17 0 17 2 0 0 9 29 3 17 21 2 0
split_gain=0.00348396 0.00226562 0.00686731 0.0366204 0.00244457 0.00231952 0.00367088 0.00449513 0.00211733 0.00277492 0.00253691 0.00160078 0.00874614 0.00147174 0.00395961 0.00269917 0.0066244 0.001466 0.00121499 0.00173614 0.00111831 0.00214106
threshold=-0.14715999999999999 0.0057900000000000009 0.063160000000000022 0.084010000000000015 0.043850000000000007 0.41435500000000008 0.096535000000000024 0.0043900000000000015 0.11542500000000001 0.00079000000000000023 -0.071799999999999989 0.22924500000000006 -0.070354999999999987 -0.083814999999999987 -0.084759999999999988 0.11408000000000003 0.055635000000000011 0.086605000000000029 0.41239500000000012 0.09865500000000002 -0.079149999999999984 -0.082224999999999993
decision_type=2 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 8 11 7 -7 9 10 -3 13 -13 14 17 16 -15 -2 20 -20 -5 -22
right_child=1 2 3 18 -6 6 -8 -9 -10 -11 -12 12 -14 15 -16 -17 -18 -19 19 -21 21 -23
leaf_value=0.00088355252681724913 -0.00022714688444003603 -0.00014254836406830406 0.0030903288920828055 -0.00052842202982974779 -0.00058231536522229134 -0.00058310764928193543 -0.0011309167352099047 0.00062644380264063274 -0.00061614099614944 0.00064676440124598964 0.00030043403986680298 -0.000357615323474063 0.0012041434692881474 2.6407729841941314e-05 -0.00076206429132796903 -0.00065877056405073053 0.0012002327109284616 1.9621925974078468e-05 0.00075849905840383921 -7.4218563119871818e-05 0.00055008398298383033 -0.00035362233797941604
leaf_weight=46 349 380 47 46 70 77 48 50 46 76 193 82 62 1043 86 51 50 737 48 48 48 56
leaf_count=46 349 380 47 46 70 77 48 50 46 76 193 82 62 1043 86 51 50 737 48 48 48 56
internal_value=0 1.16091e-05 0.000134794 0.000544595 -2.10916e-05 -3.75414e-05 -0.000387778 -0.00010046 3.42567e-05 8.16171e-05 5.22997e-06 -1.22934e-05 0.000309124 -3.26314e-05 -0.000111221 4.71658e-05 8.08541e-05 -5.89266e-05 5.48861e-05 0.000333613 -0.000118042 5.56015e-05
internal_weight=0 3693 1058 293 765 2635 175 127 695 649 573 2460 144 2316 1172 1144 1093 1086 246 96 150 104
internal_count=3739 3693 1058 293 765 2635 175 127 695 649 573 2460 144 2316 1172 1144 1093 1086 246 96 150 104
is_linear=0
shrinkage=0.0995203


Tree=6744
num_leaves=17
num_cat=0
split_feature=2 0 18 3 4 5 9 9 0 7 5 9 26 26 18 26
split_gain=0.0027931 0.00225644 0.00381342 0.00450121 0.00582311 0.00316121 0.00211424 0.002962 0.00344333 0.0021328 0.00217974 0.0036957 0.00334468 0.00547957 0.00363494 0.00316838
threshold=-0.241895 0.019150000000000004 0.086510000000000017 0.11089500000000001 0.085990000000000025 0.26676500000000009 0.11690000000000002 0.14805500000000002 -0.066264999999999991 -0.074779999999999999 -0.068984999999999991 0.10341500000000002 0.091195000000000012 0.091915000000000024 -0.099739999999999995 0.12086000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -6 9 8 -8 -2 11 15 14 -14 -12 -11
right_child=1 2 -4 -5 5 -7 7 -9 -10 10 12 -13 13 -15 -16 -17
leaf_value=0.00063335150742242286 0.00048428249985731894 -0.0010438130475008281 0.00030096359800562203 -0.0013943107782329988 -0.00035838916133724334 0.00077763552017950488 0.00011969298555979559 -0.00016145957408231226 0.001293079867120439 -0.00014407495640206464 -0.00041364718883061906 -0.00078262995218741753 0.0012527051106709271 0.00012633469658493896 8.6662141652618557e-06 0.00058540986099184971
leaf_weight=62 76 60 72 47 48 48 56 72 47 1085 245 86 47 514 1127 62
leaf_count=62 76 60 72 47 48 48 56 72 47 1085 245 86 47 514 1127 62
internal_value=0 -3.96398e-05 -0.000314066 -0.000536238 -0.000272468 0.000201096 -1.73143e-05 0.000319157 0.00066307 -3.57293e-05 -4.84707e-05 -0.000151932 1.71004e-05 0.00022216 -6.61502e-05 -0.00010393
internal_weight=0 3692 275 203 156 96 3417 175 103 3242 3166 1233 1933 561 1372 1147
internal_count=3754 3692 275 203 156 96 3417 175 103 3242 3166 1233 1933 561 1372 1147
is_linear=0
shrinkage=0.0995203


Tree=6745
num_leaves=25
num_cat=0
split_feature=6 26 17 0 5 17 17 4 1 1 0 1 20 1 5 5 5 4 0 9 3 18 9 5
split_gain=0.00259925 0.00516556 0.00325582 0.00666064 0.00309682 0.00679738 0.00308732 0.00183763 0.00537403 0.00394626 0.00331993 0.0026591 0.00213871 0.00504953 0.00227833 0.00374053 0.00396618 0.00320859 0.0037826 0.00193186 0.00839465 0.00150201 0.00102873 0.000144829
threshold=0.099330000000000016 0.095385000000000011 0.021725000000000005 -0.072529999999999997 -0.045014999999999993 0.26760500000000004 -0.24445500000000001 0.10300500000000003 -0.49056499999999997 -0.50597999999999999 0.019150000000000004 -0.53140500000000002 -0.09638999999999999 -0.0096349999999999995 -0.067559999999999995 -0.055004999999999991 -0.045014999999999993 0.086105000000000029 -0.069824999999999984 0.11351500000000002 0.17152000000000003 0.10085500000000001 0.088995000000000019 -0.0096449999999999991
decision_type=2 2 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 -4 -2 6 -6 9 -9 11 19 -1 13 23 17 -16 -17 18 -14 20 21 -10 -8 -11
right_child=1 2 3 -5 5 -7 22 8 10 12 -12 -13 14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.00018118765383351053 0.00054291261766045511 7.8563536414103823e-05 0.00018094326768880036 0.001755699626656402 -0.00049574149360058907 -0.0012059490292953385 0.00067882427818000037 0.00088489617706846593 -7.8434706308354416e-05 -0.00027659593167942022 -0.00071790551890370334 -0.0012352199081671882 -0.00021071426122717455 0.0010233327865089748 0.00068572266600244909 -0.0009162488931912313 -2.1755866878972259e-05 -0.00078287341653023675 0.0007165834230960246 -0.00053518696836673727 0.0014090562574866333 0.00047879239728455998 3.2856992504308284e-05 -9.5550209802370509e-06
leaf_weight=50 63 72 56 53 60 55 58 75 370 47 59 49 730 58 71 51 1398 91 46 47 46 55 47 47
leaf_count=50 63 72 56 53 60 55 58 75 370 47 59 49 730 58 71 51 1398 91 46 47 46 55 47 47
internal_value=0 0.00019471 0.00061038 0.000954161 -6.82504e-05 -0.000246986 6.77067e-05 -5.66949e-05 9.22819e-05 -9.38259e-05 -9.32558e-06 -0.00071115 -6.94329e-05 0.00029123 -9.27423e-05 -1.87218e-05 -5.3804e-05 -0.000221569 -0.000154691 6.98011e-05 0.00013191 -4.39674e-06 0.000397474 -0.000151784
internal_weight=0 464 181 109 283 220 165 3290 652 2638 577 99 2539 152 2387 1520 1449 867 776 518 471 425 105 94
internal_count=3754 464 181 109 283 220 165 3290 652 2638 577 99 2539 152 2387 1520 1449 867 776 518 471 425 105 94
is_linear=0
shrinkage=0.0995203


Tree=6746
num_leaves=18
num_cat=0
split_feature=6 26 5 6 5 1 26 5 2 1 1 23 2 6 17 2 21
split_gain=0.00211967 0.00419599 0.00314527 0.00595448 0.00250945 0.00576485 0.0123764 0.00505839 0.00228062 0.00225611 0.00498059 0.00156769 0.00149011 0.0030896 0.0045264 0.00285713 0.00146772
threshold=0.099330000000000016 0.095385000000000011 -0.055004999999999991 0.11690000000000002 -0.045014999999999993 -0.073844999999999994 0.090020000000000031 0.15627500000000003 -0.241895 -0.50158499999999984 -0.51744999999999985 0.086085000000000023 0.10674000000000002 -0.45687499999999998 -0.052269999999999997 0.092170000000000016 -0.026109999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 -3 -4 -2 7 -7 -6 -1 10 -10 12 15 -14 -15 16 -11
right_child=1 2 3 -5 5 6 -8 -9 9 11 -12 -13 13 14 -16 -17 -18
leaf_value=0.00056063057519458879 0.00048888183904115398 -7.1850126707256258e-05 0.0015668291866881741 0.00018334236266176281 0.00098608828850663176 0.00018324432428213226 -0.0019348200069382638 -0.00035822717675347858 0 0.0001551644654689698 -0.0012147084232263816 0.00042315474140669962 0.00085382828581227288 0.00068154423673459836 -0.0002791630824952942 -0.00078957793253322031 -8.8241282616673429e-05
leaf_weight=59 63 54 58 69 53 62 48 57 88 271 53 69 52 69 164 55 2410
leaf_count=59 63 54 58 69 53 62 48 57 88 271 53 69 52 69 164 55 2410
internal_value=0 0.000175859 0.000550535 0.000821617 -6.08823e-05 -0.000222036 -0.00073356 0.000282047 -5.11517e-05 -6.25766e-05 -0.00045252 -4.45181e-05 -5.54708e-05 0.000160151 1.82489e-06 -7.82305e-05 -6.33321e-05
internal_weight=0 464 181 127 283 220 110 110 3290 3231 141 3090 3021 285 233 2736 2681
internal_count=3754 464 181 127 283 220 110 110 3290 3231 141 3090 3021 285 233 2736 2681
is_linear=0
shrinkage=0.0995203


Tree=6747
num_leaves=21
num_cat=0
split_feature=6 8 3 0 8 26 2 1 18 3 18 3 6 6 1 21 6 9 2 5
split_gain=0.00174291 0.00338792 0.00502587 0.00568875 0.00290131 0.00221003 0.00183383 0.00184946 0.00428137 0.00135839 0.00331662 0.00229449 0.00215325 0.00397667 0.00222657 0.00189045 0.00223792 0.00220414 0.00056387 0.000777686
threshold=0.10449000000000003 -0.083294999999999994 0.092300000000000021 -0.080614999999999992 -0.077889999999999987 0.099855000000000013 -0.241895 -0.50158499999999984 -0.088855000000000003 0.082130000000000022 -0.014319999999999999 0.087385000000000032 0.088845000000000021 0.090335000000000013 -0.08616 0.093835000000000016 -0.049005 0.11296000000000002 -0.016354999999999998 -0.43873000000000001
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 -4 -5 -6 -1 8 -8 10 -9 12 14 -14 -11 17 -17 -13 19 -12
right_child=1 2 3 4 5 -7 7 9 -10 11 18 15 13 -15 -16 16 -18 -19 -20 -21
leaf_value=0.00050483654525139995 -0.00039004546587768251 0.0012920931172226656 -0.0007162914570173173 0.0011049972981279485 -0.00011657565122000135 0.000624638293545152 -0.0011356051895595556 0.00088213620644349072 0 0.00016012264543873694 0.0001456284702458006 8.0046414652124173e-05 -0.0012868190312640929 -6.7601901694362194e-05 -0.00025616572086843806 -8.640131765027013e-05 -0.00072218844830276656 -0.00053917597862126597 0.00020237658483629415 -0.00035339179074803372
leaf_weight=59 81 46 57 46 91 69 51 53 90 176 52 1452 49 61 443 606 61 59 81 71
leaf_count=59 81 46 57 46 91 69 51 53 90 176 52 1452 49 61 443 606 61 59 81 71
internal_value=0 0.000178249 0.000329868 0.000158458 0.000404474 0.000197957 -4.37807e-05 -5.38222e-05 -0.00040708 -3.7821e-05 0.000180725 -5.74236e-05 -0.000210283 -0.00061815 -0.00013648 -5.88401e-06 -0.000145774 5.53259e-05 0 -0.000135768
internal_weight=0 390 309 263 206 160 3364 3305 141 3164 257 2907 729 110 619 2178 667 1511 204 123
internal_count=3754 390 309 263 206 160 3364 3305 141 3164 257 2907 729 110 619 2178 667 1511 204 123
is_linear=0
shrinkage=0.0995203


Tree=6748
num_leaves=31
num_cat=0
split_feature=0 0 3 3 5 5 0 19 5 8 3 3 21 4 5 8 4 4 5 0 0 0 8 0 6 1 8 1 1 0
split_gain=0.00790112 0.0183519 0.00761858 0.0299826 0.00572222 0.0220239 0.0369255 0.00358723 0.00244442 0.00223517 0.00205186 0.00309971 0.00659064 0.00425674 0.00280136 0.00180364 0.00172987 0.00307524 0.00173496 0.00146871 0.00359992 0.00355962 0.00508166 0.00195778 0.00427657 0.00192331 0.0020799 0.00179451 0.00151361 0.000673712
threshold=-0.100285 -0.10287 0.090050000000000033 0.086850000000000024 -0.093875 -0.13803499999999999 -0.08892499999999999 -0.071824999999999986 -0.095609999999999987 -0.087129999999999999 0.099950000000000025 0.10850000000000003 0.090715000000000032 0.10904000000000003 -0.092514999999999986 -0.409445 0.13707500000000003 0.11849500000000003 -0.338115 -0.079564999999999983 -0.078809999999999991 -0.080884999999999999 -0.080445000000000003 -0.08176499999999999 0.089430000000000023 -0.09225499999999999 -0.046889999999999994 -0.28064499999999998 -0.087944999999999995 -0.088694999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -7 -6 -1 29 14 12 -12 -13 -4 -15 17 18 -11 21 -21 23 -23 28 -25 27 -27 -22 -9 -2
right_child=4 -3 10 -5 7 6 -8 19 -10 16 11 13 -14 15 -16 -17 -18 -19 -20 20 25 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00032580416728838655 -0.00068264422415902158 0.0020896429227438792 9.2833161498116089e-06 0.0028898905681224636 0.00072161241876302453 3.6134801718231655e-05 -0.0037178173204632597 0.00034332192865403041 0.00047856000276280404 -0.00031507220867211107 -8.6184224421423041e-05 -0.0006671048322914304 0.0014096731342486905 -0.00023929141101838153 -0.00091283642791309785 0.00040522686461345208 -0.00033559886673121501 0.00097972026434912625 0.00037121054890094896 -0.00092453767530125395 0 -0.00019859455442911651 0.0010466536276557211 0.00017270159290021846 -0.0011023932844964396 -0.00025982597233520875 0.00012703168657588051 0.00050060114687191376 -5.4685116026608312e-06 -0.00014886294904178639
leaf_weight=88 46 53 76 47 67 57 47 142 65 65 72 89 48 66 55 118 54 49 82 50 320 53 80 55 48 528 183 91 901 58
leaf_count=88 46 53 76 47 67 57 47 142 65 65 72 89 48 66 55 118 54 49 82 50 320 53 80 55 48 528 183 91 901 58
internal_value=0 0.000300671 0.00016858 0.000691303 -5.56455e-05 -0.000379233 -0.00165249 2.8868e-06 1.05687e-05 -2.85535e-06 -2.93707e-05 8.26286e-05 0.000505337 -0.000100179 -0.000371617 0.000169592 0.0001561 0.000295744 6.21833e-05 -1.64261e-05 -9.71634e-05 5.69167e-05 0.000544272 0 -0.00041357 -5.95633e-05 -0.000159104 0.000110642 4.1233e-05 -0.00039283
internal_weight=0 777 724 200 2976 458 104 2518 153 354 524 393 120 273 131 184 250 196 147 2451 1172 1279 133 1146 103 1122 711 411 1043 104
internal_count=3753 777 724 200 2976 458 104 2518 153 354 524 393 120 273 131 184 250 196 147 2451 1172 1279 133 1146 103 1122 711 411 1043 104
is_linear=0
shrinkage=0.0995203


Tree=6749
num_leaves=19
num_cat=0
split_feature=8 8 6 18 7 26 26 8 8 8 26 8 8 8 4 17 8 17
split_gain=0.0075025 0.0348027 0.0449881 0.00430416 0.00340146 0.00395441 0.0513857 0.00374613 0.00301734 0.00215608 0.00238682 0.00731602 0.00237867 0.00122669 0.00131207 0.00258332 0.00228571 0.00413937
threshold=-0.097249999999999989 -0.11061499999999999 -0.054259999999999996 -0.47082499999999999 -0.080929999999999988 0.087745000000000031 0.088015000000000024 -0.090969999999999995 -0.088144999999999987 -0.094139999999999988 0.087170000000000011 -0.085289999999999991 -0.091600000000000001 -0.14546000000000001 0.14699000000000004 0.056905000000000011 -0.51030999999999993 -0.012064999999999999
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 -2 -5 9 -7 -8 -9 -6 12 -12 -11 14 15 16 -1 -18
right_child=3 2 -4 4 5 6 7 8 -10 10 11 -13 -14 -15 -16 -17 17 -19
leaf_value=0.00036956805244583649 0.00091470016503046743 -5.998100652099122e-05 0.0043242348438530488 -0.00089535319742600403 -0.00059689623018491331 -0.0034049679512640298 -0.0008269521512671126 0.00069855970785663926 -4.9333409396199352e-05 0.00059114641230969991 -0.0003004323684050158 0.0014261413749691143 1.6958511201257932e-05 0.00033290906247734913 -0.00058210231530613117 0.00042943352926737267 8.471942345291241e-05 -0.00092663715224590849
leaf_weight=50 46 46 46 47 49 47 59 56 1144 75 48 48 1614 83 47 90 82 76
leaf_count=50 46 46 46 47 49 47 59 56 1144 75 48 48 1614 83 47 90 82 76
internal_value=0 0.00036711 0.00212323 -4.01033e-05 -5.41415e-05 -4.12894e-05 -0.000173783 -5.25085e-05 -1.37495e-05 5.26135e-05 7.09018e-05 0.000554327 4.294e-05 -8.46145e-06 -9.29611e-05 -1.30676e-05 -0.00020847 -0.000396575
internal_weight=0 520 92 3233 3187 3140 1306 1259 1200 1834 1785 96 1689 428 345 298 208 158
internal_count=3753 520 92 3233 3187 3140 1306 1259 1200 1834 1785 96 1689 428 345 298 208 158
is_linear=0
shrinkage=0.0995203


Tree=6750
num_leaves=29
num_cat=0
split_feature=0 0 17 17 0 3 3 17 17 18 9 3 3 18 2 17 0 3 3 17 2 3 0 2 0 3 20 20
split_gain=0.00614232 0.0145384 0.00899408 0.0177811 0.00508366 0.0107813 0.0312342 0.00410757 0.00376536 0.00295131 0.00291375 0.00335211 0.00415521 0.00344886 0.00406034 0.00248935 0.00185555 0.00167617 0.00233632 0.00243565 0.00258873 0.00200659 0.00288234 0.00439886 0.00356775 0.00123517 0.00349953 0.00230359
threshold=-0.100285 -0.10287 -0.083000000000000004 -0.12647999999999998 -0.087084999999999982 0.092735000000000026 0.096510000000000026 -0.065004999999999993 -0.0094900000000000002 -0.46879999999999999 0.084290000000000018 0.087235000000000021 0.088115000000000013 -0.010395 -0.081134999999999999 -0.0092949999999999994 -0.092474999999999988 0.08777500000000002 0.087385000000000032 0.11012500000000003 -0.087444999999999995 0.088115000000000013 -0.082224999999999993 -0.084869999999999987 -0.080614999999999992 0.093835000000000016 -0.009049999999999999 -0.094259999999999997
decision_type=2 2 2 2 2 2 2 2 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 -7 -4 -9 -6 15 13 -13 -12 -15 -2 -14 18 19 20 -11 -19 23 -23 -24 26 -10 -27
right_child=4 -3 7 -5 9 6 -8 8 25 17 11 12 16 14 -16 -17 -18 21 -20 -21 -22 22 24 -25 -26 27 -28 -29
leaf_value=-8.7341273800428039e-05 -3.8481819046889074e-06 0.0018562372650711891 -0.00078772649460036206 0.0022156092380159744 0.00073642046433124294 -0.0031897491577476179 9.409678753237658e-05 0.00090889849835607169 -0.00093359166475341193 -0.00024432650480400492 -0.0012452064929031543 0.00070320004374907616 -0.0007689997672034745 0.00030609996152984966 -0.00090484669113145681 0.00088887699230960995 0 -0.00063619245506244383 0.00076775593462151534 -0.00057270577390503875 0.00025784709726122632 -0.00037375202486465789 -0.00063135882238935296 0.00056655129880107426 -4.1142442337217968e-05 -0.00054140776103849041 8.1632470050331944e-05 0.0002019166659422593
leaf_weight=78 89 53 62 57 55 46 75 48 50 132 53 62 49 58 51 46 89 57 53 52 426 69 111 166 1237 48 99 282
leaf_count=78 89 53 62 57 55 46 75 48 50 132 53 62 49 58 51 46 89 57 53 52 426 69 111 166 1237 48 99 282
internal_value=0 0.000263836 0.000146135 0.000878952 -5.03264e-05 -0.000304467 -0.00114754 -2.04387e-05 6.82772e-05 1.59334e-05 -9.75645e-05 -0.000245954 2.26766e-05 -0.000582651 -0.00025298 0.000294276 -0.000277134 -9.17734e-07 0.000132253 7.56947e-05 0.000137586 -5.52535e-05 -3.38181e-05 0.000286979 -9.03507e-05 -1.42515e-05 -0.000253553 9.1316e-05
internal_weight=0 777 724 135 2976 618 121 589 527 2358 497 362 200 162 109 135 138 2303 663 610 558 1640 1583 235 1348 479 149 330
internal_count=3753 777 724 135 2976 618 121 589 527 2358 497 362 200 162 109 135 138 2303 663 610 558 1640 1583 235 1348 479 149 330
is_linear=0
shrinkage=0.0995203


Tree=6751
num_leaves=29
num_cat=0
split_feature=8 8 1 1 1 21 20 20 6 6 23 2 20 1 1 1 1 1 1 2 18 18 18 17 20 8 1 18
split_gain=0.00658542 0.0514918 0.00316913 0.0291764 0.00345243 0.0085444 0.00209187 0.00211419 0.00410442 0.00385791 0.00349011 0.00299136 0.00195098 0.00716016 0.00481777 0.00176945 0.00413813 0.00214387 0.00158344 0.00298491 0.00157774 0.00164315 0.00136776 0.00173789 0.00164587 0.00208103 0.00120962 0.000544073
threshold=-0.10337499999999999 -0.11257499999999999 0.061835000000000008 0.070450000000000026 0.05309500000000001 0.10940500000000002 0.0033350000000000007 -0.073489999999999986 -0.14689499999999997 -0.03764 -0.022119999999999997 -0.078244999999999995 -0.085204999999999989 -0.0096349999999999995 -0.003735 -0.085184999999999997 -0.083284999999999984 -0.081224999999999992 -0.014549999999999999 -0.01504 -0.14343999999999998 -0.097709999999999991 0.10554500000000001 -0.059294999999999994 -0.050459999999999998 -0.39070999999999995 0.41379000000000005 -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 2
left_child=1 22 4 -4 12 -6 7 11 10 -10 -9 -5 13 18 -15 20 -17 -18 19 -2 -14 -22 23 27 -25 26 -26 -1
right_child=2 -3 3 6 5 -7 -8 8 9 -11 -12 -13 15 14 -16 16 17 -19 -20 -21 21 -23 -24 24 25 -27 -28 -29
leaf_value=-4.2753980137947179e-05 0.00037928101353618078 0.0031657010587093455 -0.0025209431738058233 0.00022309006914568539 0.0015580077275679455 -0.00030016430208298288 -0.00047301305977155624 0.00047995521342242454 0.00098256973544432369 -0.00011891827322604151 -0.00046551801487615396 -0.0007119777090031532 0.00058184398590970237 0.0016424146444506584 0.00021746375736630957 -0.00078913121147921293 0.00031734966693207481 -0.00010310989854725218 -0.00052673216289477007 -0.00054836198450192511 -0.00037116489891788446 9.8508726626084063e-05 -0.00041855378130754324 0.000666052837816463 0.0001091524818234048 0.00045539267577957308 -0.00056250726238811087 -0.00053452594181487196
leaf_weight=49 104 57 51 63 47 50 87 60 92 46 107 71 58 48 49 83 131 1361 61 51 84 587 73 58 49 74 54 48
leaf_count=49 104 57 51 63 47 50 87 60 92 46 107 71 58 48 49 83 131 1361 61 51 84 587 73 58 49 74 54 48
internal_value=0 0.000364985 -3.61923e-05 -0.000248044 8.54607e-06 0.000591748 -2.61118e-05 6.05893e-05 0.000206867 0.000609475 -0.000120925 -0.000266247 -1.27577e-05 0.000219935 0.000931034 -4.47245e-05 -0.000104291 -6.56442e-05 -9.56108e-05 6.8775e-05 8.28446e-05 3.8492e-05 -2.7169e-05 5.64229e-05 0.000204774 4.89951e-05 -0.000235032 -0.000294545
internal_weight=0 462 3291 577 2714 97 526 439 305 138 167 134 2617 313 97 2304 1575 1492 216 155 729 671 405 332 235 177 103 97
internal_count=3753 462 3291 577 2714 97 526 439 305 138 167 134 2617 313 97 2304 1575 1492 216 155 729 671 405 332 235 177 103 97
is_linear=0
shrinkage=0.0995203


Tree=6752
num_leaves=31
num_cat=0
split_feature=8 18 9 9 9 26 17 18 21 3 4 5 26 9 0 5 3 20 0 3 5 20 20 9 8 9 17 5 5 9
split_gain=0.00357564 0.0141754 0.00306793 0.010024 0.00743874 0.0130909 0.00240933 0.00400293 0.00608068 0.00684337 0.00215621 0.00304636 0.00486933 0.00341206 0.00317762 0.00317717 0.00310244 0.00227843 0.00212496 0.00905401 0.0044799 0.00182304 0.00315678 0.00277385 0.00171265 0.00116536 0.00183859 0.00183507 0.00182241 0.000745691
threshold=-0.096609999999999988 -0.09404499999999999 0.085280000000000022 0.085495000000000029 0.084645000000000012 0.085570000000000021 -0.50029000000000001 -0.0065549999999999992 0.10384500000000002 0.11061500000000002 0.13881500000000005 -0.015824999999999995 0.083705000000000016 0.083795000000000022 -0.085754999999999984 -0.0093650000000000001 0.10871500000000002 -0.085349999999999995 -0.071029999999999996 0.090995000000000006 -0.080724999999999991 -0.077649999999999983 -0.08237499999999999 0.097365000000000021 -0.11187999999999999 0.09518500000000002 -0.059294999999999994 -0.13955999999999999 -0.45822499999999994 0.087295000000000025
decision_type=2 2 2 2 2 2 2 2 2 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 10 -6 7 8 9 -5 11 12 17 16 -14 -15 -13 -2 21 -20 -21 22 -8 -23 25 26 -3 28 -28 -26
right_child=2 24 3 6 5 -7 18 -9 -10 -11 -12 13 14 15 -16 -17 -18 -19 19 20 -22 23 -24 -25 29 -27 27 -29 -30 -31
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leaf_weight=46 66 77 53 66 83 66 174 56 51 50 46 332 60 71 47 77 99 313 50 49 279 839 126 171 48 64 86 86 65 62
leaf_count=46 66 77 53 66 83 66 174 56 51 50 46 332 60 71 47 77 99 313 50 49 279 839 126 171 48 64 86 86 65 62
internal_value=0 -0.000265383 1.24787e-05 -6.50002e-05 0.000133897 0.000794524 -2.71206e-05 -0.000334702 -0.000580836 -0.000980754 4.45612e-05 7.40624e-05 0.000258176 -7.9065e-05 0.000851941 -0.000491958 6.08178e-05 8.83835e-05 1.30288e-05 -0.000194248 -1.58088e-06 7.34635e-05 -0.000140604 0.000137858 -0.000106181 -3.41887e-06 7.32801e-05 0.000212691 0 -0.000451865
internal_weight=0 534 3224 1964 1260 149 1911 223 167 116 1111 1065 486 579 107 148 431 379 1688 378 328 1310 300 1010 488 378 314 237 151 110
internal_count=3758 534 3224 1964 1260 149 1911 223 167 116 1111 1065 486 579 107 148 431 379 1688 378 328 1310 300 1010 488 378 314 237 151 110
is_linear=0
shrinkage=0.0995203


Tree=6753
num_leaves=22
num_cat=0
split_feature=2 18 1 2 2 2 1 6 2 9 5 4 9 9 18 1 18 18 18 9 26
split_gain=0.00474113 0.00668386 0.0200279 0.00579947 0.0121452 0.00606895 0.0166772 0.00392837 0.00349877 0.00269672 0.00239657 0.00219757 0.00192715 0.00303813 0.00154342 0.00488833 0.00621636 0.00273678 0.00229557 0.00220061 0.000601079
threshold=-0.096314999999999998 -0.099739999999999995 -0.08616 -0.087944999999999995 -0.088764999999999997 -0.086414999999999992 -0.011155 0.086275000000000032 -0.086050000000000001 0.089645000000000016 -0.0070049999999999999 0.078635000000000024 0.095415000000000014 0.087155000000000024 0.088735000000000022 -0.077634999999999996 0.091725000000000015 0.092750000000000013 0.085685000000000025 0.11408000000000003 0.082250000000000031
decision_type=2 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 -7 -2 11 -3 13 -12 18 16 -16 -17 19 -10 -13
right_child=3 10 -4 5 -6 8 -8 -9 14 -11 12 20 -14 -15 15 17 -18 -19 -20 -21 -22
leaf_value=7.4386523491086543e-06 0.00040202041812474452 0.00049785819118842176 -0.0025885581437932789 0.00070059857491473201 0.0017862155883786946 0.00087512049866573876 -0.0021608744168714229 -0.00041855996445079574 5.6806327399727586e-05 -0.00053279866901592633 -0.00011215853567069142 -0.00031113252942819902 0.00013192418037170149 -0.0010877398011155247 -0.0012989789224961683 0.00074316615942843808 -0.00017931491233973081 -4.5260079890967934e-06 0.00054751082968919297 -0.00038052115676153933 0.0001175011318489797
leaf_weight=80 76 90 46 50 56 47 48 82 1885 51 70 80 52 61 65 55 211 392 89 121 51
leaf_count=80 76 90 46 50 56 47 48 82 1885 51 70 80 52 61 65 55 211 392 89 121 51
internal_value=0 -0.000300178 -0.00093381 2.08498e-05 0.000565076 -1.15886e-05 -0.0005723 0 2.33537e-05 2.01747e-05 -0.000100533 0.000117236 -0.000367996 -0.000572686 8.85696e-06 -0.000116166 -0.00044597 8.56406e-05 5.2394e-05 3.00191e-05 -0.000138011
internal_weight=0 530 126 3228 183 3045 180 132 2865 127 404 221 183 131 2818 723 276 447 2095 2006 131
internal_count=3758 530 126 3228 183 3045 180 132 2865 127 404 221 183 131 2818 723 276 447 2095 2006 131
is_linear=0
shrinkage=0.0995203


Tree=6754
num_leaves=20
num_cat=0
split_feature=8 8 9 25 4 9 5 26 26 8 26 9 6 6 8 3 4 8 4
split_gain=0.00295556 0.0126783 0.0139589 0.00216118 0.00183404 0.00257707 0.00489827 0.00384143 0.00559193 0.00368988 0.00342186 0.00271214 0.00135122 0.00131755 0.0017237 0.00130899 0.00144894 0.0020248 0.00116423
threshold=-0.096609999999999988 -0.11187999999999999 0.087295000000000025 0.096120000000000025 0.13707500000000003 0.11408000000000003 -0.081415000000000001 0.11624000000000002 0.11880500000000002 -0.060034999999999998 0.11081000000000002 0.085280000000000022 0.10538000000000002 0.092120000000000021 -0.14546000000000001 0.13345500000000002 0.11541000000000003 -0.42441999999999996 0.13962500000000003
decision_type=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 7 -7 10 -9 -10 11 -2 -8 14 15 16 17 -1 -17
right_child=3 2 -4 -5 -6 6 12 8 9 -11 -12 -13 -14 -15 -16 18 -18 -19 -20
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leaf_weight=49 1147 52 65 47 78 67 83 48 53 80 55 1517 49 49 61 46 68 93 51
leaf_count=49 1147 52 65 47 78 67 83 48 53 80 55 1517 49 49 61 46 68 93 51
internal_value=0 -0.000238722 -0.0011543 1.39026e-05 3.73283e-06 1.59846e-05 0.000362516 -7.51232e-06 -0.000451661 -0.000112625 2.1753e-05 5.40176e-06 4.50061e-06 1.62036e-05 8.26477e-05 -1.07509e-05 0.000126141 -4.95341e-05 -0.000315553
internal_weight=0 534 117 3224 3177 3099 199 2900 181 133 2719 2664 132 417 368 307 210 142 97
internal_count=3758 534 117 3224 3177 3099 199 2900 181 133 2719 2664 132 417 368 307 210 142 97
is_linear=0
shrinkage=0.0995203


Tree=6755
num_leaves=19
num_cat=0
split_feature=2 9 17 2 2 2 1 6 2 9 3 17 25 23 5 0 2 1
split_gain=0.00399333 0.00685139 0.0190116 0.00396519 0.010522 0.00506843 0.0135302 0.00320309 0.00278722 0.00266974 0.00290978 0.00506498 0.00246228 0.00216742 0.00180732 0.00144123 0.00112208 0.000733164
threshold=-0.097214999999999996 0.083760000000000015 -0.092124999999999999 -0.087944999999999995 -0.088764999999999997 -0.086414999999999992 -0.011155 0.086275000000000032 -0.086050000000000001 0.08679000000000002 0.11061500000000002 -0.50029000000000001 0.096120000000000025 -0.063684999999999992 -0.010264999999999998 -0.085474999999999982 -0.079739999999999991 -0.01257
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 7 -5 -7 -3 11 -11 13 -10 17 -2 -15 -13
right_child=3 9 -4 5 -6 8 -8 -9 12 10 -12 14 -14 16 -16 -17 -18 -19
leaf_value=-0.0025212838602041623 0.00037055930651747559 0.00060131161243903025 0.00010316026852996857 0.00062781193648253283 0.001607301631268849 0.00078437835025694678 -0.0019511565068422066 -0.00038281598567692252 -0.00065104552532994724 -0.0010501890851224872 0.00033046144944173501 -4.0342387609424715e-05 0.00068303779264886511 -7.5497660935536484e-05 0.00026626638016505013 -0.00024981187242743581 5.8006544364903747e-05 -0.0005916242495929223
leaf_weight=46 64 49 66 50 56 47 48 82 50 73 82 47 53 967 85 88 1748 57
leaf_count=46 64 49 66 50 56 47 48 82 50 73 82 47 53 967 85 88 1748 57
internal_value=0 -0.000280079 -0.000967428 2.0593e-05 0.000441064 -7.85994e-06 -0.00052031 0 2.40502e-05 -8.21097e-05 -0.000181837 -0.0003453 1.10785e-05 -1.50564e-06 -6.87092e-05 6.01138e-06 1.01549e-05 -0.000350359
internal_weight=0 505 112 3253 208 3045 180 132 2865 393 344 262 2818 2765 189 152 2715 104
internal_count=3758 505 112 3253 208 3045 180 132 2865 393 344 262 2818 2765 189 152 2715 104
is_linear=0
shrinkage=0.0995203


Tree=6756
num_leaves=11
num_cat=0
split_feature=10 30 6 2 23 9 0 8 9 26
split_gain=0.0273559 0.00412345 0.00380016 0.00226506 0.00153938 0.00255469 0.00246045 0.00162664 0.00278902 0.000748845
threshold=0.096215000000000023 0.10721500000000002 -0.242115 -0.24163499999999999 -0.046924999999999994 0.11690000000000002 -0.065229999999999996 -0.51030999999999993 -0.25326499999999996 0.11575500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 7 9 -6 -9 -7
right_child=-2 2 -4 4 5 6 -8 8 -10 -11
leaf_value=0.00056862573440870248 0.0022941811803885272 0.0013003857449883189 3.0066183370941424e-05 -0.00045734245632112033 0.00055997842451519799 -0.0002282942979614145 0.00083522851028911146 -0.00079893085894799161 -1.7820318530071953e-05 0.0003337094238298265
leaf_weight=68 53 47 49 75 47 47 69 46 3218 46
leaf_count=68 53 47 49 75 47 47 69 46 3218 46
internal_value=0 1.67699e-05 0.000660521 -9.44469e-08 -1.12251e-05 -1.35542e-06 0.000384269 -2.04704e-05 -2.90794e-05 4.08836e-05
internal_weight=0 3712 96 3616 3548 3473 162 3311 3264 93
internal_count=3765 3712 96 3616 3548 3473 162 3311 3264 93
is_linear=0
shrinkage=0.0995203


Tree=6757
num_leaves=15
num_cat=0
split_feature=22 30 0 18 18 2 1 17 1 26 6 3 9 17
split_gain=0.0261809 0.00373799 0.00207875 0.00243268 0.00250924 0.00353669 0.00229233 0.00122957 0.00221375 0.0032589 0.002474 0.0018207 0.00265259 0.000985477
threshold=0.13292500000000004 0.12371500000000002 0.047575000000000013 -0.1394 -0.060544999999999995 -0.14264999999999997 -0.47779999999999995 0.043850000000000007 -0.067015000000000005 0.09032500000000003 0.098855000000000012 0.15108000000000005 0.12912500000000005 -0.0088649999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 -1 11 10 -10 -9 12 -8 -7
right_child=-2 -3 3 4 5 13 7 8 9 -11 -12 -13 -14 -15
leaf_value=-0.00068701594725068492 0.002404012068483632 0.00089676710229325885 0.00090401087633001649 -0.00047725023413997724 0.0009198407407465135 -0.00033769845929158631 2.8774770603185479e-05 -0.00013429156859412673 -0.00015557222988136647 0.00035601841339649211 -0.00074945453044870057 -0.00040782034757084958 0.00073535420776632044 0.00024299454458995574
leaf_weight=50 46 47 49 52 61 52 2317 223 382 182 94 91 54 65
leaf_count=50 46 47 49 52 61 52 2317 223 382 182 94 91 54 65
internal_value=0 1.48003e-05 3.2886e-06 0.000264603 0.000124822 0.000305307 -1.79575e-05 -7.70577e-06 -0.000108794 8.06408e-06 -0.000319288 2.81351e-05 4.52125e-05 -8.09446e-06
internal_weight=0 3719 3672 279 230 178 3393 3343 881 564 317 2462 2371 117
internal_count=3765 3719 3672 279 230 178 3393 3343 881 564 317 2462 2371 117
is_linear=0
shrinkage=0.0995203


Tree=6758
num_leaves=9
num_cat=0
split_feature=27 5 26 21 10 10 17 17
split_gain=0.0307962 0.00228067 0.00151829 0.00439434 0.0013795 0.00170385 0.00232778 0.0015386
threshold=0.11470500000000003 0.62931500000000018 0.15222000000000005 0.093685000000000032 0.093790000000000026 0.086175000000000015 -0.55754499999999996 0.043850000000000007
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=-0.00056731156842254951 0.002187261867603645 0.00053103009171109178 0.00090796155410183949 -0.00027514322998651843 -0.00050346300258911686 0.0005354727997464899 3.1249518764308662e-05 -0.00012144063429208097
leaf_weight=76 65 79 64 59 58 55 2414 895
leaf_count=76 65 79 64 59 58 55 2414 895
internal_value=0 1.86225e-06 -9.45663e-06 0.000333801 -2.17606e-05 -1.34009e-05 -2.25609e-05 -9.80188e-06
internal_weight=0 3700 3621 123 3498 3440 3385 3309
internal_count=3765 3700 3621 123 3498 3440 3385 3309
is_linear=0
shrinkage=0.0995203


Tree=6759
num_leaves=16
num_cat=0
split_feature=20 8 4 9 17 2 8 3 19 2 20 5 0 8 2
split_gain=0.0187895 0.00240714 0.00393966 0.00282089 0.00171351 0.00216179 0.00137386 0.00496493 0.00300532 0.00263467 0.00215364 0.00181583 0.00152944 0.00318883 0.00219106
threshold=0.24030500000000005 0.079450000000000021 0.10300500000000003 0.098720000000000016 -0.35269999999999996 -0.11700999999999999 0.0012600000000000003 0.097595000000000029 -0.071824999999999986 -0.074679999999999983 -1.0000000180025095e-35 0.51100000000000012 -0.053679999999999999 -0.082244999999999999 0.097745000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 -3 -6 8 10 -1 -9 -8 12 14 -14 -10
right_child=-2 2 3 -5 5 -7 7 9 11 -11 -12 -13 13 -15 -16
leaf_value=0.0006815226343802089 0.001606032739077523 -0.00035349198027555761 0.0012874362844639152 0.00024270364207522332 -0.00016316757809251253 0.00062913724304001215 0.00070392403514133719 -0.00026158386999848907 -6.3343606115627801e-05 -0.0013245337781273604 -0.0002098999127534981 -0.00051580784147960514 -0.00019175595312487655 0.0004095030902085259 0.00023481309190404395
leaf_weight=62 74 78 52 55 66 68 47 50 2400 47 54 71 138 232 271
leaf_count=62 74 78 52 55 66 68 47 50 2400 47 54 71 138 232 271
internal_value=0 4.14516e-06 0.000265628 0.000758075 1.322e-05 0.000232788 -2.0349e-05 -0.000274753 -4.22092e-06 -0.000785061 0.00020724 -1.8146e-05 -6.25757e-06 0.000183037 -3.27861e-05
internal_weight=0 3691 319 107 212 134 3372 198 3174 97 101 3112 3041 370 2671
internal_count=3765 3691 319 107 212 134 3372 198 3174 97 101 3112 3041 370 2671
is_linear=0
shrinkage=0.0995203


Tree=6760
num_leaves=24
num_cat=0
split_feature=5 3 0 3 21 0 3 0 3 8 0 0 2 0 3 9 26 5 26 2 0 36 4
split_gain=0.00485653 0.00194549 0.00234409 0.00431529 0.0084077 0.00194668 0.00377894 0.00336623 0.00399157 0.00504915 0.0040234 0.00353779 0.00351553 0.00171306 0.00477599 0.00371232 0.0100845 0.0030682 0.00155353 0.00287668 0.00147025 0.00108226 0.00187966
threshold=0.6362850000000001 0.097595000000000029 -0.1525 0.10850000000000003 0.015410000000000002 -0.068189999999999987 0.092300000000000021 -0.072274999999999992 0.095490000000000019 -0.077604999999999993 -0.076914999999999997 -0.23058999999999999 -0.078289999999999985 -0.068604999999999985 0.10426500000000002 0.11351500000000002 0.12236500000000003 0.0053250000000000016 -0.054024999999999997 -0.078289999999999985 -0.040384999999999997 0.08605500000000002 0.085990000000000025
decision_type=2 2 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 -5 7 21 8 10 -10 11 -1 -12 15 -15 16 17 -4 20 -20 -16 22 -7
right_child=-2 2 13 4 -6 6 -8 -9 9 -11 12 -13 -14 14 18 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.00089748923322040047 -0.0010139726801823463 0.0003271142048691087 -0.00014527099738815912 -5.6956136860090631e-05 -0.0017251188039531984 -8.1212249267708668e-05 0.0010829271305974771 -0.0007598493860432353 -0.00015185358077785858 0.0011485730627689799 -0.0011366957955217406 1.2787370169506187e-05 1.3804225473395478e-05 -0.0010076891340491333 0.00067308003763955722 -0.00063338270659871849 0.0015323142308799863 0.00041089046987492311 0.00023676746086350101 -0.00034309723278411506 -6.5990270671878611e-05 -0.00022358665836351991 0.00060609566359572759
leaf_weight=46 48 50 334 73 52 76 50 54 50 69 56 1780 47 61 48 66 48 139 121 274 56 63 78
leaf_count=46 48 50 334 73 52 76 50 54 50 69 56 1780 47 61 48 66 48 139 121 274 56 63 78
internal_value=0 -6.11027e-06 -0.000103027 -0.000442905 -0.000757461 4.7628e-05 0.000300918 1.50651e-05 3.58972e-05 0.000595296 9.63439e-07 3.55228e-05 -0.000603763 -5.0458e-05 -0.000175387 6.73297e-05 0.000157667 1.64369e-05 -7.20015e-05 -0.000163395 0.000267248 0.000116959 0.000261589
internal_weight=0 3691 1322 175 125 2369 267 2102 2048 119 1929 1826 103 1147 560 587 521 473 499 395 104 217 154
internal_count=3739 3691 1322 175 125 2369 267 2102 2048 119 1929 1826 103 1147 560 587 521 473 499 395 104 217 154
is_linear=0
shrinkage=0.0995203


Tree=6761
num_leaves=24
num_cat=0
split_feature=5 18 18 17 17 17 3 8 20 3 8 18 21 21 18 3 1 2 17 8 8 17 1
split_gain=0.0039377 0.00207131 0.0193364 0.00368451 0.00661906 0.00382693 0.00453393 0.00961746 0.00297733 0.00304846 0.00208926 0.00604554 0.0037172 0.00466325 0.00371335 0.00330363 0.0110648 0.00558377 0.00270211 0.00214776 0.00116157 0.00113506 0.000263196
threshold=0.6362850000000001 -0.015440000000000001 -0.019539999999999998 -0.0082649999999999998 -0.011809999999999999 -0.000475 0.087625000000000022 -0.082934999999999995 0.0057800000000000013 0.084795000000000023 -0.085605000000000001 -0.0087699999999999983 0.09865500000000002 0.094920000000000018 -0.011569999999999999 0.10850000000000003 0.015980000000000005 -0.0097149999999999997 -0.000475 -0.08731499999999999 -0.088734999999999994 -0.093784999999999993 -0.074694999999999998
decision_type=2 2 2 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 9 -1 11 -3 13 14 -12 16 -14 -17 -16 20 21 -13 -22
right_child=-2 10 -4 5 -6 6 7 -9 -10 -11 12 19 15 -15 18 17 -18 -19 -20 -21 22 -23 -24
leaf_value=0.00040902068802176354 -0.00091306195235583434 -0.00095505770852398594 0.0019528529331222311 0.0010816166996888985 -0.0012131466382709699 0.00087933210895470271 -0.0011789447220129888 0.00027401888140135599 0.00056199942890459021 -0.00014985243248190886 0.00091470171336095806 -0.00045155923002083938 0.0011055932028760755 0.0010201816685320038 0.0002036075866789544 -0.00012657880795433567 -0.00071442603201423577 -0.0015219552606792707 -0.00013826276354491775 0.0004103303736908854 -0.0002729685810024927 -4.9860184073182858e-05 -0.00064571230640720722
leaf_weight=110 48 90 53 51 49 68 57 216 78 770 47 80 55 52 400 71 83 49 535 75 48 605 49
leaf_count=110 48 90 53 51 49 68 57 216 78 770 47 80 55 52 400 71 83 49 535 75 48 605 49
internal_value=0 -5.50217e-06 8.6833e-05 1.55551e-05 -8.45916e-05 0.000274908 0.000151856 -2.63487e-05 -2.60134e-05 -7.9063e-05 -6.57475e-05 -0.000178109 1.59765e-05 0.000100901 5.13885e-05 -0.000321207 5.01201e-06 -0.00070318 7.1164e-06 -9.55602e-05 -0.000145126 -9.7969e-05 -0.000469701
internal_weight=0 3691 1452 1399 1007 392 341 273 958 880 2239 947 1292 1034 982 258 138 120 935 857 782 685 97
internal_count=3739 3691 1452 1399 1007 392 341 273 958 880 2239 947 1292 1034 982 258 138 120 935 857 782 685 97
is_linear=0
shrinkage=0.0995203


Tree=6762
num_leaves=20
num_cat=0
split_feature=5 18 18 20 0 18 18 18 0 6 8 8 8 0 18 6 3 27 18
split_gain=0.00319268 0.00171864 0.00864667 0.00221297 0.00256663 0.00235178 0.00400002 0.00380553 0.00179737 0.0033923 0.00159843 0.00302052 0.0015392 0.00356256 0.00193393 0.00167787 0.00121092 0.000938344 0.00106762
threshold=0.6362850000000001 -0.018864999999999996 -0.025879999999999997 0.0057800000000000013 -0.091935000000000003 -0.032374999999999994 -0.050324999999999995 -0.064960000000000004 -0.23032 -0.087825 -0.085605000000000001 -0.086304999999999993 -0.083804999999999991 -0.084834999999999994 -0.0079049999999999988 0.098855000000000012 0.092635000000000023 0.096290000000000028 0.0048000000000000013
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 6 7 -1 9 -3 11 17 13 -12 -14 -16 -8 18 -10
right_child=-2 8 -4 4 -6 -7 16 -9 10 -11 12 -13 14 -15 15 -17 -18 -19 -20
leaf_value=4.9949368652826596e-06 -0.00082219384629000837 -0.00093206177175553728 0.0011517379973529582 -1.88458460309295e-05 0.00099928482430289723 -0.000687066615520893 0.00026155710423498841 -0.00085868345058767454 3.7319031781518206e-05 0.00016612696915499934 0.00083669688587722341 -0.00090518461262152075 -0.00052436209510526406 -0.00016722877592140122 8.6814525878396059e-05 -0.00027261973970415447 0.0010146766135518967 -0.0004857524947887602 -0.00018346135974770634
leaf_weight=1048 48 63 71 47 48 49 46 53 457 48 72 48 66 66 850 151 46 57 405
leaf_count=1048 48 63 71 47 48 49 46 53 457 48 72 48 66 66 850 151 46 57 405
internal_value=0 -4.95459e-06 8.12763e-05 2.38182e-05 0.000486961 -1.09483e-05 1.61357e-05 -3.58374e-05 -5.84945e-05 -0.000449794 -3.81203e-05 -0.000133612 3.78313e-05 0.000350627 -1.85676e-06 3.17764e-05 0.000647015 -9.24211e-05 -6.54622e-05
internal_weight=0 3691 1408 1337 95 1242 1193 1101 2283 111 2172 967 1205 138 1067 1001 92 919 862
internal_count=3739 3691 1408 1337 95 1242 1193 1101 2283 111 2172 967 1205 138 1067 1001 92 919 862
is_linear=0
shrinkage=0.0995203


Tree=6763
num_leaves=17
num_cat=0
split_feature=10 21 26 30 0 21 20 3 3 6 18 18 17 9 7 3
split_gain=0.00333187 0.00175734 0.00264319 0.00353918 0.00221972 0.00261528 0.0043905 0.00537785 0.00253594 0.00232058 0.00145514 0.00669767 0.00258667 0.0023477 0.0127283 0.00810418
threshold=0.090150000000000022 0.10584500000000002 -0.2382 0.11101500000000002 -0.049174999999999996 0.11043500000000002 -0.077044999999999988 0.11693000000000002 0.11125500000000002 -0.093749999999999986 -0.018864999999999996 -0.025879999999999997 0.11180000000000002 0.11351500000000002 0.078745000000000023 0.10341500000000002
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 -3 8 9 -7 -8 11 12 -4 14 -12 -15
right_child=-2 4 3 -5 -6 6 7 -9 -10 -11 13 -13 -14 15 -16 -17
leaf_value=0.00074589978976676659 -0.00062641506422182248 -0.00077964298702454531 -2.0549762769592107e-05 -0.00081406811223470616 0.00028179168111962754 -0.00014820433209152071 0.00047681507180410645 -0.0010036300082156466 0.00077520271050062178 -0.00038116158966164366 -4.4132846067494361e-05 0.001076902272227375 0.00035781227508142909 0.00050547305130721237 0.0014545978142829178 -0.0011914007371429029
leaf_weight=50 86 81 859 50 86 53 57 89 63 69 1732 68 225 48 58 65
leaf_count=50 86 81 859 50 86 53 57 89 63 69 1732 68 225 48 58 65
internal_value=0 6.27742e-08 2.77106e-05 1.58818e-05 -0.000173451 -0.000270465 -0.000143389 -0.000411371 0.000346244 4.73712e-07 2.97333e-05 0.000118129 5.72296e-05 -2.33479e-05 3.97208e-06 -0.00046336
internal_weight=0 3653 3155 3105 498 412 331 215 116 126 3055 1152 1084 1903 1790 113
internal_count=3739 3653 3155 3105 498 412 331 215 116 126 3055 1152 1084 1903 1790 113
is_linear=0
shrinkage=0.0995203


Tree=6764
num_leaves=15
num_cat=0
split_feature=28 18 18 18 20 20 0 0 18 17 17 6 11 2
split_gain=0.00788195 0.00413191 0.00234337 0.00357286 0.00202942 0.00281662 0.00220857 0.00190175 0.00250285 0.00214358 0.00189222 0.00163057 0.00232171 0.00165703
threshold=0.080375000000000016 0.24916000000000005 -0.037059999999999989 -0.048605000000000002 -0.0094199999999999996 -0.047859999999999993 -0.085684999999999997 -0.087825 -0.069565000000000002 -0.016659999999999998 -0.55286000000000002 -0.55466499999999985 -0.23394000000000001 0.41639000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 9 -9 -6 -4 -12 -13 -14
right_child=-2 -3 10 -5 7 -7 -8 8 -10 -11 11 12 13 -15
leaf_value=-0.00024863179129092658 0.00092969201957683167 -0.00072312257233905655 -0.00069054537329572071 0.00087140744294297487 -9.3394666382375246e-05 0.00094091885825507585 0.00024733894067586044 0.00010182253073825468 -0.0004408695935469118 -0.00095739456792605479 -0.00066333322685589399 0.00055714289201369636 -6.5005464747636065e-05 -0.0006256267484002155
leaf_weight=118 84 87 51 54 81 46 348 503 101 46 46 58 2076 54
leaf_count=118 84 87 51 54 81 46 348 503 101 46 46 58 2076 54
internal_value=0 -4.50701e-05 -2.83729e-05 7.81333e-05 4.30122e-05 0.000195347 0.000119993 -6.25648e-05 9.71898e-06 -0.000412786 -8.91857e-05 -7.50908e-05 -6.23496e-05 -7.96027e-05
internal_weight=0 3669 3582 1297 1243 512 466 731 604 127 2285 2234 2188 2130
internal_count=3753 3669 3582 1297 1243 512 466 731 604 127 2285 2234 2188 2130
is_linear=0
shrinkage=0.0995203


Tree=6765
num_leaves=16
num_cat=0
split_feature=28 26 26 1 3 0 17 0 10 5 26 19 26 20 17
split_gain=0.00641345 0.00194254 0.0185631 0.00472359 0.0124059 0.00559621 0.0096913 0.00552421 0.00121985 0.00306862 0.00118333 0.00125668 0.00130079 0.00128304 0.00112501
threshold=0.079615000000000019 0.10439000000000002 0.10924500000000002 -0.083284999999999984 0.090595000000000023 -0.069824999999999984 0.059130000000000009 -0.061654999999999995 0.090150000000000022 0.55459000000000014 0.10144500000000002 0.12633000000000003 0.088245000000000032 -0.15615999999999999 -0.56137499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 -5 6 -6 -7 9 10 11 13 -13 -1 -11
right_child=-2 2 3 4 5 7 -8 -9 -10 14 -12 12 -14 -15 -16
leaf_value=-0.00035863742597790104 0.00081835320368406014 -0.0020429748996233991 -0.00070132169971784527 0.0016111370672639061 -0.0010114129739852431 0.00090956740427493819 0.00053897964065706774 -0.00045071552124357605 -0.00041782699804938152 0.00018213204627237124 0.00046837655012881273 0.0005633173644300658 -0.00010506794702078281 -2.7878460476119881e-05 0.00089826627702884897
leaf_weight=122 88 50 81 49 113 80 61 46 72 46 48 70 46 2733 48
leaf_count=122 88 50 81 49 113 80 61 46 72 46 48 70 46 2733 48
internal_value=0 -4.11576e-05 -0.000227895 -1.49351e-05 0.000142024 -9.52027e-05 -0.00046318 0.000406459 -1.27581e-05 -3.12632e-06 -2.08229e-05 -2.90021e-05 0.000291211 -4.22992e-05 0.000556527
internal_weight=0 3665 480 430 349 300 174 126 3185 3113 3019 2971 116 2855 94
internal_count=3753 3665 480 430 349 300 174 126 3185 3113 3019 2971 116 2855 94
is_linear=0
shrinkage=0.0995203


Tree=6766
num_leaves=19
num_cat=0
split_feature=28 18 18 18 20 20 5 17 18 17 17 3 3 2 3 3 1 18
split_gain=0.0052089 0.00336266 0.00185341 0.00285444 0.00163397 0.00222554 0.00206909 0.00163671 0.00374222 0.00232815 0.00156789 0.00127533 0.00234225 0.00785494 0.00763182 0.00170623 0.0056261 0.00460591
threshold=0.080375000000000016 0.26473000000000008 -0.037059999999999989 -0.048605000000000002 -0.0094199999999999996 -0.047859999999999993 0.5134350000000002 -0.00265 -0.069565000000000002 -0.091869999999999993 -0.55286000000000002 0.10457000000000002 0.094970000000000013 -0.076524999999999996 0.093835000000000016 0.10850000000000003 0.018150000000000003 0.15374500000000005
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 -1 9 -9 -6 -4 12 14 -14 -12 16 -13 -17
right_child=-2 -3 10 -5 7 -7 -8 8 -10 -11 11 15 13 -15 -16 17 -18 -19
leaf_value=1.2002460177884764e-05 0.00075572626050019723 -0.00072522959896120451 -0.00062449170330194383 0.00078077031118852186 -3.4922609577038125e-06 0.00083996106527564379 0.00057051634019344348 0.00045716048445016458 -0.0004312772976618247 -0.0004586585408582174 -0.00010728246641397306 0.0011909130911706503 -0.0010011499057072453 7.2977773748774541e-05 0.0011226285207890593 6.7852768141375323e-05 -0.00022455108365182743 -0.00091387940526098269
leaf_weight=386 84 69 51 54 349 46 80 148 68 166 1240 50 116 158 52 523 61 52
leaf_count=386 84 69 51 54 349 46 80 148 68 166 1240 50 116 158 52 523 61 52
internal_value=0 -3.66486e-05 -2.32234e-05 7.16034e-05 4.01362e-05 0.000176855 0.000109641 -5.45032e-05 0.000173677 -0.000151796 -7.69832e-05 -6.42205e-05 -0.000113945 -0.000378775 -5.71478e-05 4.80972e-05 0.000405671 -1.95063e-05
internal_weight=0 3669 3600 1297 1243 512 466 731 216 515 2303 2252 1566 274 1292 686 111 575
internal_count=3753 3669 3600 1297 1243 512 466 731 216 515 2303 2252 1566 274 1292 686 111 575
is_linear=0
shrinkage=0.0995203


Tree=6767
num_leaves=27
num_cat=0
split_feature=18 27 6 0 18 1 2 2 1 18 6 18 0 3 18 6 11 2 9 5 20 20 4 6 18 2
split_gain=0.0037863 0.0104219 0.00230226 0.00773226 0.014445 0.00678115 0.00435117 0.00693334 0.00647903 0.00411463 0.00564459 0.00275607 0.0024316 0.00214691 0.00212568 0.0016006 0.00172631 0.00148301 0.00196578 0.00785066 0.00306675 0.00757898 0.00272504 0.00143916 0.00140679 0.00114745
threshold=-0.037059999999999989 0.081260000000000013 0.087670000000000012 -0.071799999999999989 0.11835500000000003 -0.072579999999999992 -0.080555000000000002 -0.084869999999999987 -0.083284999999999984 -0.025879999999999997 0.086875000000000022 0.091085000000000013 -0.085794999999999996 0.11769000000000002 -0.048605000000000002 -0.55466499999999985 -0.23394000000000001 0.10274500000000002 0.083925000000000013 -0.014374999999999999 -0.084084999999999993 -0.092114999999999989 0.084755000000000025 0.085465000000000027 -0.069565000000000002 -0.078289999999999985
decision_type=2 2 2 2 2 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 9 4 6 -5 7 12 -9 -2 15 -8 -4 -7 17 -11 -17 18 19 -1 21 -20 -21 -18 -22 -13
right_child=2 -3 3 5 -6 13 11 8 -10 10 -12 25 -14 -15 -16 16 23 -19 20 22 24 -23 -24 -25 -26 -27
leaf_value=-0.0013010147958891201 -0.00086162668785210513 0.0015912344530415719 0.00055633238498136405 0.00099004752001929561 -0.0017625996977745993 -0.00073731067529213712 -0.00030268452109633113 -0.0016827574403887144 -0.00030552198150789845 -0.00061807762775300591 0.00089327159985474254 0.00011421349148336106 -0.00035387922280806798 0.00020486219703627913 0.00068284481921753501 0.00054712239458006733 -1.8256294451412593e-05 0.00046939262738578526 -0.00013568898131472958 0.00046974708161874731 5.2299538169505537e-05 0.0013591693728900835 -0.00033273121512975029 -0.00046348181022389174 -0.00032848050337239213 0.00080590183503103957
leaf_weight=54 57 46 55 81 71 46 75 66 73 46 67 48 61 48 53 51 1461 74 76 86 676 59 81 76 112 54
leaf_count=54 57 46 55 81 71 46 75 66 73 46 67 48 61 48 53 51 1461 74 76 86 676 59 81 76 112 54
internal_value=0 0.000118889 -9.04818e-05 -0.000246442 -0.000445362 0.000320634 -0.000226977 -0.000490871 -0.000965351 -2.98678e-05 -1.51451e-06 0.000148585 7.06296e-05 -0.000247492 6.49578e-05 -3.8705e-05 -2.14067e-05 3.7399e-05 8.73974e-06 -0.000257049 7.32662e-05 0.000511556 7.56191e-05 -4.0804e-05 -7.82634e-07 0.000488427
internal_weight=0 1317 2436 678 503 175 432 255 139 1758 1701 177 116 94 1271 1634 1588 1218 1144 221 923 135 167 1537 788 102
internal_count=3753 1317 2436 678 503 175 432 255 139 1758 1701 177 116 94 1271 1634 1588 1218 1144 221 923 135 167 1537 788 102
is_linear=0
shrinkage=0.0995203


Tree=6768
num_leaves=21
num_cat=0
split_feature=27 3 18 18 3 10 1 10 3 3 1 4 3 17 0 18 6 1 1 2
split_gain=0.00248682 0.00195803 0.00245364 0.0142151 0.00261106 0.00225338 0.00219115 0.00217571 0.00236593 0.00466272 0.0039111 0.00320734 0.00249256 0.00175339 0.0020782 0.00155368 0.00347021 0.00152785 0.00120792 0.000879826
threshold=-0.14624499999999999 0.086375000000000021 -0.016464999999999997 -0.078409999999999994 0.084955000000000017 0.090150000000000022 -0.081224999999999992 0.086275000000000018 0.096775000000000014 0.097880000000000023 -0.50388999999999995 0.087155000000000024 0.096035000000000023 -0.09744499999999999 -0.080974999999999991 -0.010029999999999999 0.085465000000000027 -0.089819999999999997 -0.080954999999999985 -0.084979999999999986
decision_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 13 15 7 -6 8 11 -10 -11 12 -3 14 -2 -4 18 -15 -17 -19
right_child=1 5 4 -5 6 -7 -8 -9 9 10 -12 -13 -14 17 -16 16 -18 19 -20 -21
leaf_value=-0.00072436017829080536 -0.00085383100948089187 0.00014661572211241436 0.00051769422012902403 -0.0019002177724793932 -0.00085882402656201474 -0.00053924915451589379 -4.5884784412425358e-05 0.00066530682793456558 -0.00089245663313041606 -0.00086347933561531365 3.4978513296254963e-05 -0.00059082287288885014 0.0008471857312836212 0.00060255394517460929 7.7622318323119054e-05 0.00049383563308149075 -0.00052249767877058392 0.00023470261062673723 4.9839142281785944e-05 -0.00037059045970681375
leaf_weight=46 46 1274 79 49 56 62 85 59 61 50 1191 56 53 53 46 93 86 47 189 47
leaf_count=46 46 1274 79 49 56 62 85 59 61 50 1191 56 53 53 46 93 86 47 189 47
internal_value=0 1.18677e-05 -0.000117733 -0.000355726 0 5.26193e-05 -0.00037456 6.62908e-05 5.28231e-05 -4.29758e-05 -5.60814e-07 0.000143603 0.000175213 -3.56474e-05 -0.000379206 0.000116617 2.82921e-05 0.0001738 0.000199167 -5.92352e-05
internal_weight=0 3682 876 288 588 2806 141 2744 2685 1302 1241 1383 1327 239 92 447 368 147 282 94
internal_count=3728 3682 876 288 588 2806 141 2744 2685 1302 1241 1383 1327 239 92 447 368 147 282 94
is_linear=0
shrinkage=0.0995203


Tree=6769
num_leaves=13
num_cat=0
split_feature=27 18 26 9 5 26 26 5 3 3 3 3
split_gain=0.00201637 0.0018442 0.0020655 0.00185828 0.00342373 0.00332878 0.00184834 0.00221611 0.00156367 0.00196809 0.00180286 0.000542653
threshold=-0.14624499999999999 0.19545000000000004 -0.23202999999999999 0.11222500000000002 -0.38486499999999996 0.26711000000000013 0.15583500000000003 -0.034484999999999995 0.086375000000000021 0.086130000000000026 0.087625000000000022 0.097880000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 8 7 -6 9 -4 -10 -3
right_child=1 11 3 4 6 -7 -8 -9 10 -11 -12 -13
leaf_value=-0.00065227173101612063 -0.00052565549403024356 0.00063398972423969453 -7.3973421999697629e-05 0.0010442091581224508 -0.00062213708887567053 -0.00072583212182626613 0.00058455022684769317 0.00023401058262425062 0.00031515922082281085 -0.00073369527250379441 1.7369260303051672e-05 0.00016742755484900953
leaf_weight=46 73 56 778 47 52 63 51 69 223 48 2167 55
leaf_count=46 73 56 778 47 52 63 51 69 223 48 2167 55
internal_value=0 1.06645e-05 -1.52483e-06 9.17927e-06 0.000289973 -9.32494e-06 7.91144e-05 -0.000127155 4.45658e-06 -0.000113302 4.54972e-05 0.000410185
internal_weight=0 3682 3571 3498 219 3279 172 121 3216 826 2390 111
internal_count=3728 3682 3571 3498 219 3279 172 121 3216 826 2390 111
is_linear=0
shrinkage=0.0995203


Tree=6770
num_leaves=15
num_cat=0
split_feature=27 27 30 0 5 0 2 5 0 1 5 5 5 5
split_gain=0.00163516 0.00149879 0.00190723 0.00165985 0.00444207 0.00528025 0.0112261 0.00383907 0.00320279 0.0023864 0.00142527 0.00393207 0.00189954 0.00130517
threshold=-0.14624499999999999 -0.032854999999999995 0.11290000000000001 -0.085754999999999984 -0.004089999999999999 -0.087184999999999999 -0.08453999999999999 0.012305000000000002 -0.085144999999999985 -0.082195000000000004 -0.0033300000000000001 -0.010764999999999999 0.0047850000000000011 0.23074000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 9 -7 -6 -5 -3 11 -10 -12 -9
right_child=1 2 -4 8 7 6 -8 13 10 -11 12 -13 -14 -15
leaf_value=-0.00058735753532357284 0.00057421121091405232 0.00034201287946029646 -0.0004811157872738125 0.00070954152877092836 0.001005705834735963 -0.0018736132452024453 -3.837655747170761e-05 -0.00019387469922735426 4.0849503401506652e-05 -0.00011511934403107988 -0.00041448798653144096 0.00056802853462521404 1.1409365012506793e-05 0.00044367431759550059
leaf_weight=46 46 127 79 75 64 52 93 78 847 994 117 169 888 53
leaf_count=46 46 127 79 75 64 52 93 78 847 994 117 169 888 53
internal_value=0 9.62531e-06 2.25743e-06 1.32232e-05 -6.79208e-05 -0.0001365 -0.000702176 0.000373117 7.01745e-05 -6.25998e-05 4.60423e-05 0.000129345 -3.73582e-05 5.7816e-05
internal_weight=0 3682 3636 3557 1461 1266 145 195 2096 1121 2021 1016 1005 131
internal_count=3728 3682 3636 3557 1461 1266 145 195 2096 1121 2021 1016 1005 131
is_linear=0
shrinkage=0.0995203


Tree=6771
num_leaves=17
num_cat=0
split_feature=28 29 3 29 4 4 9 4 17 3 4 4 4 3 3 4
split_gain=0.00159047 0.00149433 0.00149208 0.00182006 0.00236155 0.00441806 0.00194815 0.00168577 0.00155577 0.00166972 0.00225048 0.00132038 0.00127974 0.00154748 0.00165106 0.00108019
threshold=0.10217500000000003 0.096845000000000028 0.086375000000000021 -0.027195 0.13271500000000006 0.11860000000000002 -1.0000000180025095e-35 0.13630500000000004 -0.078119999999999995 0.11523000000000001 0.12454500000000003 0.14221500000000004 0.11394500000000003 0.082130000000000022 0.08400500000000001 0.079660000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 8 5 6 -5 12 -4 -10 -11 -6 13 15 -15 -1
right_child=-2 -3 3 4 11 -7 -8 -9 9 10 -12 -13 -14 14 -16 -17
leaf_value=0.00049939017399536396 -0.0005794519275415835 -0.00041296486888506235 -0.00056460468514161609 0.00066208334217252604 -0.00078044263720235859 0.0010467927619282871 6.5956935333189728e-05 0.00048195769453223243 0.00043607348710966232 -0.00075869442502496322 0.00015384795650949575 -1.5898110186362095e-05 -0.00059454389421481797 -0.00048863887108752612 -8.2006643793133116e-05 -7.905151938466838e-06
leaf_weight=61 46 81 80 56 47 48 2295 47 52 48 58 47 55 129 457 121
leaf_count=61 46 81 80 56 47 48 2295 47 52 48 58 47 55 129 457 121
internal_value=0 9.32103e-06 1.90472e-05 5.53933e-05 8.07324e-05 0.00010018 8.05047e-05 -9.41054e-05 -0.000206589 -2.01334e-05 -0.000251656 -0.000406879 -0.000127998 -9.35206e-05 -0.000172918 0.000157625
internal_weight=0 3682 3601 2731 2493 2399 2351 870 238 158 106 94 823 768 586 182
internal_count=3728 3682 3601 2731 2493 2399 2351 870 238 158 106 94 823 768 586 182
is_linear=0
shrinkage=0.0995203


Tree=6772
num_leaves=23
num_cat=0
split_feature=18 8 8 9 9 9 8 5 8 3 4 4 4 5 2 2 4 18 2 26 8 30
split_gain=0.010968 0.00244079 0.00336055 0.00187694 0.00393676 0.00361634 0.0029923 0.00728822 0.00309148 0.00188171 0.00176146 0.00332221 0.00287272 0.00285641 0.00260951 0.00234634 0.00217389 0.00186092 0.00171473 0.00131772 0.00115771 0.00080392
threshold=0.26473000000000008 -0.083504999999999982 -0.084044999999999995 0.087695000000000009 0.088610000000000008 0.086635000000000031 -0.086304999999999993 -0.020074999999999999 -0.086914999999999992 0.090835000000000013 0.10739000000000003 0.10386500000000003 0.09939000000000002 0.12043500000000003 0.097285000000000024 0.11241000000000002 0.086380000000000026 -0.088855000000000003 -0.079149999999999984 -0.074359999999999996 -0.099434999999999996 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
left_child=1 2 3 5 -5 6 8 -8 -1 18 11 12 14 15 16 19 -3 -16 -6 21 -11 -12
right_child=-2 10 -4 4 9 -7 7 -9 -10 20 13 -13 -14 -15 17 -17 -18 -19 -20 -21 -22 -23
leaf_value=1.2105018611183243e-05 0.0012074300261169831 -7.7288646424434322e-05 0.0007786426914044264 -0.00074965750629739142 0 0.00075349620952158366 0.001461275995904808 4.839756711397416e-05 -0.00079792944861613833 -0.00041887130551882071 -0.0002359070855544591 -0.00081851775100102856 0.00055009719303866485 0.00083813105415749955 -0.0011003388916034124 0.00047915271678590157 -0.00061078840627359823 -0.00018488959647075209 0.00081668847050832781 -0.00054130733157053805 5.5030963390454868e-05 0.00030795655009774152
leaf_weight=676 72 1621 63 85 54 79 48 152 50 92 58 68 63 47 46 70 80 47 46 69 109 50
leaf_count=676 72 1621 63 85 54 79 48 152 50 92 58 68 63 47 46 70 80 47 46 69 109 50
internal_value=0 -3.27809e-05 6.71065e-05 3.42917e-05 -0.000151371 0.000106416 5.03271e-05 0.000391582 -4.25549e-05 1.48601e-05 -9.86011e-05 -0.000133461 -0.000107935 0.000126864 -0.000131499 -5.16466e-06 -0.000102861 -0.000646495 0.000370107 -0.000201328 -0.000157807 8.30179e-06
internal_weight=0 3673 1454 1391 386 1005 926 200 726 301 2219 1925 1857 294 1794 247 1701 93 100 177 201 108
internal_count=3745 3673 1454 1391 386 1005 926 200 726 301 2219 1925 1857 294 1794 247 1701 93 100 177 201 108
is_linear=0
shrinkage=0.0995203


Tree=6773
num_leaves=21
num_cat=0
split_feature=18 6 26 6 5 5 18 23 17 6 6 6 17 1 1 1 17 17 20 6
split_gain=0.00889322 0.00170423 0.0064037 0.0101823 0.00435708 0.00453938 0.00298104 0.00162714 0.00148852 0.00243068 0.00701403 0.0016723 0.00157676 0.0057963 0.013686 0.00183577 0.0121712 0.00694778 0.00136556 0.00123513
threshold=0.26473000000000008 0.10615500000000003 0.096535000000000024 0.12638500000000005 0.049800000000000011 -0.041054999999999994 -0.071844999999999992 0.086650000000000019 -0.040589999999999994 0.091495000000000007 0.094100000000000031 0.089165000000000022 -0.011809999999999999 -0.080689999999999998 -0.087154999999999996 -0.083284999999999984 -0.008454999999999999 -0.0088649999999999996 -0.0094199999999999996 0.087235000000000021
decision_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 4 -4 5 -3 -6 8 9 11 -11 19 13 14 -10 16 -14 -17 -15 -1
right_child=-2 2 3 -5 6 -7 -8 -9 12 10 -12 -13 15 18 -16 17 -18 -19 -20 -21
leaf_value=-3.8379154959476538e-05 0.0010872662319623672 0.00025116716350005795 -0.0016709967095907322 0.00020493523685788693 -0.00011725286102482706 -0.00093630227137963455 0.00088783412072724981 -0.00050389119053600995 -0.00018389949995820831 -0.001458684435060629 4.7659927780804689e-05 0.00044629120680691835 -0.001666971407880985 0.00024485294260394384 0.0020108765057022973 0.0012202598185340971 0.00011611369133339925 2.4422384155794683e-05 -0.00037842413417649645 -0.00055092016688670627
leaf_weight=1118 72 61 65 50 47 65 72 64 60 47 85 68 47 57 52 50 193 1337 86 49
leaf_count=1118 72 61 65 50 47 65 72 64 60 47 85 68 47 57 52 50 193 1337 86 49
internal_value=0 -2.94893e-05 -0.000235208 -0.000848256 4.92086e-05 -0.000354919 0.000483988 -6.8883e-06 2.64989e-06 -7.61246e-05 -0.000482489 -3.20285e-05 6.03031e-05 0.000290687 0.000827795 2.36918e-05 -0.000229663 6.81214e-05 -0.00012426 -6.06012e-05
internal_weight=0 3673 360 115 245 126 119 3313 3249 1367 132 1235 1882 255 112 1627 240 1387 143 1167
internal_count=3745 3673 360 115 245 126 119 3313 3249 1367 132 1235 1882 255 112 1627 240 1387 143 1167
is_linear=0
shrinkage=0.0995203


Tree=6774
num_leaves=17
num_cat=0
split_feature=18 6 6 6 18 1 9 0 0 0 8 9 4 6 9 9
split_gain=0.00728532 0.0117923 0.00238638 0.00764094 0.0039357 0.00280233 0.0020898 0.000957121 0.00605811 0.00527164 0.00346904 0.00293949 0.00917303 0.00718118 0.00217049 0.00281971
threshold=0.19545000000000004 0.041585000000000011 0.11345500000000001 0.11884000000000002 -0.06656999999999999 -0.049499999999999995 -0.46256000000000003 -0.068899999999999989 -0.066264999999999991 -0.071484999999999993 -0.067434999999999981 0.11351500000000002 0.13752500000000004 -0.11345499999999999 0.11296000000000002 0.095950000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 -1 9 -9 11 -11 12 -8 -13 15 -10
right_child=1 -3 3 4 5 -7 7 8 14 10 -12 13 -14 -15 -16 -17
leaf_value=0.00064247639496009296 -0.0001149975503835811 0.0019024842029927314 -0.0012029010202287622 0.00057455682579178504 -0.00086382546165202621 9.0124853731484236e-05 -2.4783472858333459e-05 -0.0010453121959719334 3.8324660103939514e-05 7.6461920134789392e-05 0.0012831166684016604 -0.0014533101610700947 0.0013940881042872172 0.00029351596933471167 0.00046563206123119471 -0.00045886585312900069
leaf_weight=48 64 51 71 74 56 64 2377 64 408 46 52 46 46 46 77 155
leaf_count=48 64 51 71 74 56 64 2377 64 408 46 52 46 46 46 77 155
internal_value=0 0.000772594 -3.19034e-05 -0.000319534 0 -0.00034823 -9.00865e-06 -1.8683e-05 -0.000121755 8.77352e-06 0.000725081 -1.88128e-05 1.81559e-06 -0.000570999 -2.812e-05 -9.71033e-05
internal_weight=0 115 3630 265 194 120 3365 3317 704 2613 98 2515 2423 92 640 563
internal_count=3745 115 3630 265 194 120 3365 3317 704 2613 98 2515 2423 92 640 563
is_linear=0
shrinkage=0.0995203


Tree=6775
num_leaves=27
num_cat=0
split_feature=18 8 8 0 0 17 17 18 20 6 6 0 0 8 8 3 20 6 2 20 3 6 2 2 6 3
split_gain=0.00672296 0.00173662 0.002844 0.00197835 0.00287837 0.00269095 0.00509661 0.00267337 0.00172081 0.00239927 0.00581524 0.00265008 0.00890599 0.00466061 0.00389498 0.00295385 0.00236198 0.00399466 0.00727678 0.00320054 0.00335004 0.00166365 0.00165633 0.00453102 0.00280209 0.00159102
threshold=0.26473000000000008 -0.083504999999999982 -0.084044999999999995 -0.086855000000000002 -0.085794999999999996 0.11180000000000002 0.060860000000000011 0.10361000000000002 -0.0073549999999999996 0.11413500000000003 0.11884000000000002 -0.082404999999999992 -0.08176499999999999 -0.08176499999999999 -0.081415000000000001 0.084620000000000015 -0.063689999999999983 -0.045589999999999999 -0.062394999999999999 -0.074014999999999984 0.12389500000000002 0.087515000000000023 -0.080555000000000002 -0.082234999999999989 -0.083069999999999991 0.10920500000000002
decision_type=2 2 2 2 2 2 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 21 6 -6 22 16 11 -11 13 -13 -10 -14 -15 19 18 -18 20 25 -5 23 -1 -24 -3
right_child=-2 8 -4 4 5 -7 -8 -9 9 10 -12 12 14 15 -16 -17 17 -19 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=4.9785558573263454e-05 0.00094588812297964554 5.1188340386935338e-05 0.00071369750954378185 0.00023268368676176361 0.00010666579979103856 0.00070394801793883903 -0.00091923283789859184 -0.00058829099577598748 -0.0012282316193576283 -0.0013245299488070749 0 0.0013051930034823668 -0.00090668796519070914 0.00037639850240103994 -3.0958596786288191e-05 -0.00035516499678137412 0.0008052999641675585 0.0009747445124559422 -0.00080626216548783901 -0.00061031267994863516 0.00080922939335932088 0.0011020292646226016 -2.6695705485741889e-05 -0.00075338730040780139 0.00063859267535710564 -0.00035360694561568771
leaf_weight=270 72 409 63 47 428 59 54 90 50 56 77 48 54 70 777 238 55 65 56 89 50 46 217 93 87 125
leaf_count=270 72 409 63 47 428 59 54 90 50 56 77 48 54 70 777 238 55 65 56 89 50 46 217 93 87 125
internal_value=0 -2.5085e-05 5.91283e-05 2.88936e-05 0.000159013 6.94035e-05 -6.57059e-06 -7.9002e-05 -8.06347e-05 -0.000149726 -0.000552843 -0.000105722 -1.17937e-05 -0.000334059 -8.88504e-05 -0.000186243 2.98917e-05 0.000355109 -3.65378e-07 -5.39414e-05 2.94463e-05 0.000671485 -9.05502e-06 -0.000153731 0.000161007 -4.20341e-05
internal_weight=0 3673 1454 1391 634 541 482 757 2219 1370 133 1237 879 358 831 308 849 176 111 673 584 93 667 363 304 534
internal_count=3745 3673 1454 1391 634 541 482 757 2219 1370 133 1237 879 358 831 308 849 176 111 673 584 93 667 363 304 534
is_linear=0
shrinkage=0.0995203


Tree=6776
num_leaves=20
num_cat=0
split_feature=22 18 2 18 18 5 6 18 4 9 23 4 4 17 20 18 20 9 2
split_gain=0.0225642 0.00587671 0.00423998 0.00742601 0.0201938 0.0299859 0.00404844 0.00403057 0.00368235 0.00500692 0.00766867 0.00302481 0.00499231 0.00453495 0.00270081 0.0020352 0.00201467 0.00162073 0.00148814
threshold=0.13264000000000004 0.26473000000000008 -0.079739999999999991 0.088735000000000022 0.093060000000000018 -0.085794999999999996 0.089165000000000022 0.085685000000000025 0.094025000000000011 0.11351500000000002 -1.0000000180025095e-35 0.08544000000000003 0.079660000000000022 -0.079754999999999993 -0.066104999999999983 0.027500000000000007 -0.073489999999999986 0.086115000000000011 -0.080874999999999989
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 -5 17 15 11 10 -10 12 16 -13 -12 18 -4 -6 -1
right_child=-2 -3 8 4 6 -7 -8 -9 9 -11 14 13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-4.7864785700499366e-05 -0.0022002807710004989 0.00085537502950260892 -6.3004983056916464e-05 -0.0035535553066335947 -0.00012370401466749295 0 -0.00063435329651015371 0.00070709164577624842 0.00085026934564866048 -0.0010760435643067975 0.00016432308124297022 2.8436533005821147e-05 -0.00075216455635647656 0.0013793782060935347 -0.00034740733938884173 -0.00067288761032843563 0.00025895793680264141 0.0005963137230901031 -0.00047189047659852701
leaf_weight=1359 48 73 257 48 50 46 72 64 81 51 143 52 61 49 343 59 725 75 88
leaf_count=1359 48 73 257 48 50 46 72 64 81 51 143 52 61 49 343 59 725 75 88
internal_value=0 -2.812e-05 -4.61476e-05 -0.000151038 -0.000613135 -0.0018135 -3.62189e-05 -6.48661e-05 6.41711e-05 -0.000130826 -4.43623e-05 0.000170226 0.000118919 0.000691949 -0.000195152 -9.82153e-05 0.000173863 0.000301758 -7.42179e-05
internal_weight=0 3696 3623 1861 291 94 197 1570 1762 618 567 1144 1043 101 486 1506 982 125 1447
internal_count=3744 3696 3623 1861 291 94 197 1570 1762 618 567 1144 1043 101 486 1506 982 125 1447
is_linear=0
shrinkage=0.0995203


Tree=6777
num_leaves=23
num_cat=0
split_feature=22 26 2 3 18 18 26 2 4 21 26 0 0 18 3 36 4 4 2 2 4 8
split_gain=0.0182953 0.00519057 0.00961606 0.0270944 0.00503975 0.0171107 0.035337 0.00492048 0.00467999 0.00329473 0.0035138 0.0048811 0.0038769 0.00322475 0.00392252 0.00200245 0.00286279 0.00324482 0.00330159 0.00149904 0.000876926 0.000455901
threshold=0.13264000000000004 0.097315000000000026 -0.082830000000000001 0.090435000000000029 0.088735000000000022 0.093060000000000018 0.086215000000000028 -0.080874999999999989 0.10845500000000002 0.09407500000000002 0.11991000000000003 -0.066264999999999991 -0.074819999999999984 0.098305000000000017 0.10393500000000001 0.088355000000000031 0.13604000000000002 0.12498500000000003 0.14153500000000005 -0.065379999999999994 0.14727500000000002 -0.046889999999999994
decision_type=2 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 15 6 -6 -4 13 10 12 -12 -9 -7 -15 16 17 18 -1 -11 -18 -21
right_child=-2 2 7 -5 5 8 -8 9 -10 19 11 -13 -14 14 -16 -17 20 -19 -20 21 -22 -23
leaf_value=-5.0654253012432443e-05 -0.001981308549554701 0.0028402241626698317 -0.00091955384851778342 -0.00039826734652594374 6.0288973361643845e-05 0.00074549774950030798 -0.0035675948832200668 2.8015169809298715e-05 -0.00070101659339047483 0.0001311689825835222 -0.00046457494734233049 0.00068084280935721978 0.00099959125943600716 -0.00023759630611700473 0.00073400591599665573 0.00047439907189391391 -0.00087048355206656002 0.00076160834807583887 0.000791418609443948 -0.00068360443845813502 -0.00024101860495489639 -0.00021239713695036724
leaf_weight=2251 48 48 46 54 62 63 46 67 91 72 93 61 111 211 51 78 49 52 47 49 48 46
leaf_count=2251 48 48 46 54 62 63 46 67 91 72 93 61 111 211 51 78 49 52 47 49 48 46
internal_value=0 -2.53408e-05 0.000230357 0.0011177 -7.98686e-05 -0.000360835 -0.00147734 6.2783e-05 -6.90048e-05 0.00015498 0.000337278 -5.55469e-06 0.000638485 0.00010544 -4.5343e-05 -2.12369e-05 -3.73702e-05 -1.51426e-05 -3.30755e-05 -0.000202531 -0.000567435 -0.000464058
internal_weight=0 3696 647 102 3049 524 108 545 416 499 332 154 178 325 262 2525 2447 2350 2298 167 97 95
internal_count=3744 3696 647 102 3049 524 108 545 416 499 332 154 178 325 262 2525 2447 2350 2298 167 97 95
is_linear=0
shrinkage=0.0995203


Tree=6778
num_leaves=19
num_cat=0
split_feature=10 18 2 18 17 6 5 18 2 17 5 4 17 3 17 6 6 18
split_gain=0.0214915 0.00469339 0.00367729 0.00541097 0.0178114 0.00451927 0.00651125 0.00319854 0.00240274 0.00205658 0.00357491 0.00362845 0.00325941 0.00271371 0.00254657 0.00171067 0.00395658 0.0017929
threshold=0.096215000000000023 0.26473000000000008 -0.079739999999999991 0.088735000000000022 0.064745000000000011 0.090195000000000011 -0.078739999999999991 0.084405000000000022 -0.079149999999999984 -0.093784999999999993 0.23074000000000006 0.077235000000000012 -0.083000000000000004 0.10920500000000002 -0.047785000000000001 0.094100000000000031 0.091615000000000016 -0.011569999999999999
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 15 -4 10 11 -10 -11 -12 -14 16 -1 -17
right_child=-2 -3 8 4 -6 -7 -8 -9 9 12 13 -13 14 -15 -16 17 -18 -19
leaf_value=-9.3710153886204461e-05 -0.0020548480481803579 0.00077251760903357045 0.00069901665748838167 0.00090702360222246229 -0.0018724607687189167 -0.00074442521108120314 -0.00040932449565893368 0.00056585461345370067 3.2598188434640167e-05 0.00073461342188451296 0.00042355698500138651 -0.0010464101666897891 -0.00034106724116955245 -0.00022193746011084148 0.00011523343978684134 0.00043865575445800994 -0.00099036361349818169 -0.0002719014267034038
leaf_weight=1252 52 73 58 73 73 68 75 77 51 77 112 73 135 151 1132 111 51 50
leaf_count=1252 52 73 58 73 73 68 75 77 51 77 112 73 135 151 1132 111 51 50
internal_value=0 -1.70756e-05 -3.3229e-05 -0.000132569 -0.000528083 -6.99423e-05 0.000234424 -5.78632e-05 6.79304e-05 4.63118e-05 -0.00015499 -0.000596023 0.000104885 4.98373e-05 6.59681e-05 -9.12272e-05 -0.000129434 0.000212901
internal_weight=0 3692 3619 1830 289 216 148 1541 1789 1731 387 124 1344 263 1267 1464 1303 161
internal_count=3744 3692 3619 1830 289 216 148 1541 1789 1731 387 124 1344 263 1267 1464 1303 161
is_linear=0
shrinkage=0.0995203


Tree=6779
num_leaves=18
num_cat=0
split_feature=27 18 8 8 18 18 1 18 18 18 18 9 3 9 3 8 9
split_gain=0.0194652 0.00439975 0.00316893 0.0106817 0.00523901 0.0174799 0.00322612 0.00255626 0.00491067 0.00426326 0.00410318 0.00207739 0.00200764 0.00459207 0.00412443 0.00193449 0.00298523
threshold=0.11301500000000002 0.26473000000000008 -0.088520000000000001 -0.089304999999999995 0.087505000000000013 0.091725000000000015 -0.078509999999999983 -0.015069999999999998 -0.011569999999999999 -0.0079049999999999988 -0.020389999999999998 0.11351500000000002 0.088285000000000016 0.086315000000000017 0.08888500000000002 -0.51030999999999993 -0.37999999999999995
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 15 -6 -7 10 -9 -10 12 -11 13 -4 -14 -1 -17
right_child=-2 -3 7 -5 5 6 -8 8 9 11 -12 -13 14 -15 -16 16 -18
leaf_value=0.00063395879865185028 -0.0016282596603808082 0.00076706816212133869 -4.2698752596075314e-05 -0.001533624360720888 -0.0021433477744375105 0.00033294066157138464 -0.00048297582693938564 0.0010064212914359146 -0.00057160980547391385 0.00017964298752137201 -0.00088697401944708609 -0.00023496539253568008 0.00081685930188850201 -0.00086382771277710899 -5.5311162938344316e-06 -0.00071477666470006829 8.7845532785581668e-05
leaf_weight=54 75 71 339 55 50 101 91 60 91 1080 58 133 65 85 828 51 457
leaf_count=54 75 71 339 55 50 101 91 60 91 1080 58 133 65 85 828 51 457
internal_value=0 -8.39094e-06 -2.39207e-05 -0.000190821 -9.79441e-05 -0.000485501 -4.95061e-05 2.81233e-05 0.000124864 8.36735e-05 -6.7248e-05 0.000133508 -3.0526e-05 -0.000209243 5.34127e-05 6.74832e-05 5.65579e-06
internal_weight=0 3669 3598 859 804 242 192 2739 1364 1304 1375 1213 1317 424 893 562 508
internal_count=3744 3669 3598 859 804 242 192 2739 1364 1304 1375 1213 1317 424 893 562 508
is_linear=0
shrinkage=0.0995203


Tree=6780
num_leaves=10
num_cat=0
split_feature=28 10 0 19 10 22 18 3 9
split_gain=0.0112209 0.00513695 0.0070843 0.00381454 0.00255198 0.00206104 0.00211479 0.00757346 0.00187971
threshold=0.083225000000000021 0.088385000000000019 -0.061654999999999995 -0.10153999999999999 0.086030000000000023 0.13068500000000002 0.15374500000000005 0.10871500000000002 0.13087500000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 8 -8 -5
right_child=-2 2 -4 4 -6 -7 7 -9 -10
leaf_value=0.00076124279800077784 -0.0012612746824298723 -0.00012364260206661136 0.0015299287943535886 -7.9121810993317214e-06 -0.00073482274658195597 0.00061766239159638189 0.00015232358460695597 -0.001263691299000556 0.00049285461848184943
leaf_weight=64 69 49 52 3163 48 52 100 59 76
leaf_count=64 69 49 52 3163 48 52 100 59 76
internal_value=0 1.97023e-05 0.000719596 0 -1.40735e-05 -3.80841e-06 -1.35598e-05 -0.000367968 3.58509e-06
internal_weight=0 3663 101 3562 3498 3450 3398 159 3239
internal_count=3732 3663 101 3562 3498 3450 3398 159 3239
is_linear=0
shrinkage=0.0995203


Tree=6781
num_leaves=12
num_cat=0
split_feature=28 10 10 10 19 18 8 21 9 21 20
split_gain=0.0090987 0.00435276 0.00828001 0.00429344 0.00395795 0.00144743 0.00341254 0.00281167 0.00180443 0.0009348 0.00036573
threshold=0.083225000000000021 0.087405000000000024 0.091080000000000022 0.084475000000000022 -1.0000000180025095e-35 0.15374500000000005 -0.050299999999999997 0.14779000000000003 0.11582000000000002 0.11266500000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 9 7 10 8 -6 -1 -7
right_child=-2 2 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=0.00098043325228793854 -0.00113575234680508 0.0014960957214765903 -0.00011276155256605446 -0.0009278653661608969 -2.1337129124114652e-05 -0.00010259615694331856 -0.00084872511035691332 0.0007193245152250817 0.00033793970291162739 0.00031050082732176509 0.00028452830415974902
leaf_weight=46 69 56 71 49 3037 47 66 54 145 46 46
leaf_count=46 69 56 71 49 3037 47 66 54 145 46 46
internal_value=0 1.77416e-05 0.00059021 -2.5879e-06 1.01795e-05 -7.03594e-06 -0.000300312 7.12113e-06 -4.70803e-06 0.000654365 8.00824e-05
internal_weight=0 3663 127 3536 3487 3395 159 3236 3182 92 93
internal_count=3732 3663 127 3536 3487 3395 159 3236 3182 92 93
is_linear=0
shrinkage=0.0995203


Tree=6782
num_leaves=13
num_cat=0
split_feature=5 28 2 30 4 4 21 4 9 6 0 0
split_gain=0.0102934 0.00711783 0.00272583 0.00180563 0.00321791 0.00396285 0.00205372 0.00393759 0.00923058 0.00177302 0.0019591 0.00193438
threshold=0.62931500000000018 0.083225000000000021 -0.24163499999999999 0.090320000000000025 0.12498500000000003 0.13954000000000003 0.12603000000000006 0.10845500000000002 0.10227500000000002 -0.23044000000000001 -0.15137999999999999 0.12346000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 9 8 -8 10 -4 -11
right_child=-2 -3 3 4 5 -7 7 -9 -10 11 -12 -13
leaf_value=-0.00076980187386744452 0.0011134553166581519 -0.0010519193383387907 0.00074664736619807839 -0.0007775994775282328 0.00067794925295408201 -0.00054342323652422199 0.0017892503273276405 -0.00025194194171996134 -0.00010825236617325074 -3.0940271112216903e-05 8.425886053938181e-05 0.00059903924036369162
leaf_weight=46 80 66 62 80 52 53 46 62 55 2914 167 49
leaf_count=46 80 66 62 80 52 53 46 62 55 2914 167 49
internal_value=0 -2.76902e-05 -8.61106e-06 1.04888e-06 -0.000301384 5.36505e-05 1.79695e-05 0.00036254 0.000747852 1.17491e-07 0.00026717 -2.02458e-05
internal_weight=0 3652 3586 3540 185 105 3355 163 101 3192 229 2963
internal_count=3732 3652 3586 3540 185 105 3355 163 101 3192 229 2963
is_linear=0
shrinkage=0.0995203


Tree=6783
num_leaves=11
num_cat=0
split_feature=5 28 22 2 18 8 5 5 2 5
split_gain=0.00834698 0.00577118 0.00300413 0.00213917 0.0015835 0.0031216 0.00209634 0.00808972 0.00205934 0.00122062
threshold=0.62931500000000018 0.083225000000000021 0.13240000000000005 -0.24163499999999999 0.15374500000000005 -0.050299999999999997 0.11083500000000003 0.15627500000000003 -0.084924999999999987 -0.028405
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 9 8 -8 -5 -6
right_child=-2 -3 -4 4 5 -7 7 -9 -10 -11
leaf_value=-0.00069319111911229859 0.0010026440521423842 -0.00094723212080423012 0.00076575066141319271 -0.00017311907556910532 0.00039034031372203715 -0.00085451345472025602 0.0014068730088679317 5.9997090421320064e-05 2.1226926107485211e-05 -0.00031396383396377863
leaf_weight=46 80 66 49 726 49 64 49 466 2089 48
leaf_count=46 80 66 49 726 49 64 49 466 2089 48
internal_value=0 -2.49568e-05 -7.75409e-06 -1.87013e-05 -9.57925e-06 -0.000314487 4.91673e-06 0.000189736 -2.86049e-05 3.33792e-05
internal_weight=0 3652 3586 3537 3491 161 3330 515 2815 97
internal_count=3732 3652 3586 3537 3491 161 3330 515 2815 97
is_linear=0
shrinkage=0.0995203


Tree=6784
num_leaves=14
num_cat=0
split_feature=6 5 7 1 2 5 3 26 3 5 6 18 2
split_gain=0.0265923 0.00203875 0.00189902 0.00231979 0.005877 0.00221666 0.00420267 0.0173299 0.00308093 0.00179659 0.00762037 0.00249845 0.00120517
threshold=0.23663500000000004 -0.54885499999999998 -0.074779999999999999 0.50462500000000021 -0.035314999999999992 -0.0031649999999999998 0.085625000000000021 0.085155000000000022 0.08802500000000002 -0.014374999999999999 0.091495000000000007 -0.077844999999999998 0.13896000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 9 7 -7 -8 11 -11 -4 -6
right_child=-2 2 3 4 12 6 8 -9 -10 10 -12 -13 -14
leaf_value=-0.00053023240188511758 -0.0022194289402472727 0.00053192150071366083 -0.00031979048943579661 0.00049712652880618241 -0.0010319652022944385 0.0001007437011318964 0.00051355640593945867 -0.0021707031499620514 -4.660584259313008e-05 0.0001357964880153914 0.001427060306160483 9.5604946131643261e-05 -0.00033511195740940531
leaf_weight=64 53 75 158 55 66 118 108 46 972 425 51 1493 46
leaf_count=64 53 75 158 55 66 118 108 46 972 425 51 1493 46
internal_value=0 2.57492e-05 3.58243e-05 2.50765e-05 -0.000336425 4.32282e-05 -6.18833e-05 -0.000531378 8.65242e-06 0.000105089 0.000275866 5.53559e-05 -0.000753067
internal_weight=0 3677 3613 3538 167 3371 1244 164 1080 2127 476 1651 112
internal_count=3730 3677 3613 3538 167 3371 1244 164 1080 2127 476 1651 112
is_linear=0
shrinkage=0.0995203


Tree=6785
num_leaves=17
num_cat=0
split_feature=20 1 1 3 2 18 26 26 26 17 26 7 1 20 9 18
split_gain=0.0242326 0.00199983 0.00345718 0.00291091 0.00306082 0.00276629 0.00488768 0.0206327 0.00448758 0.00329871 0.0030659 0.00241835 0.00293611 0.00451383 0.00235475 0.0014699
threshold=-0.41270499999999993 -0.49056499999999997 -0.40145499999999995 0.10920500000000002 0.096520000000000022 -0.077844999999999998 0.085355000000000028 0.086515000000000022 0.084495000000000028 -0.45712999999999998 0.09032500000000003 -0.075879999999999989 0.40780000000000011 -0.042414999999999994 0.092465000000000033 -0.026374999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 15 6 8 -8 9 -4 -9 -7 14 -14 -13 -2
right_child=1 2 5 -5 -6 11 7 10 -10 -11 -12 12 13 -15 -16 -17
leaf_value=-0.0022271639309903893 -0.00060999431968230167 -0.00084287464854827039 0.00070831245666655679 0.00098311223737635443 0.0006996128928397512 0.00071291819095742782 -0.0023415784991426781 -0.0004979693773017529 0.00074557412759808633 -0.00016427296237734855 7.4752396372735271e-05 0.00016562516151343655 -0.0010651696502071996 -5.4626325366433118e-05 -6.3999359314173015e-05 0.00010629358602119944
leaf_weight=48 47 47 49 50 59 57 47 145 85 338 251 1501 53 264 621 68
leaf_count=48 47 47 49 50 59 57 47 145 85 338 251 1501 53 264 621 68
internal_value=0 2.34215e-05 4.51405e-06 0.00031165 0.000113997 1.64302e-05 -0.00013128 -0.000369068 9.01629e-05 -5.16752e-05 -0.000132889 7.09068e-05 5.55672e-05 -0.000226164 9.80401e-05 -0.000179332
internal_weight=0 3682 3458 224 174 3411 915 443 472 387 396 2496 2439 317 2122 115
internal_count=3730 3682 3458 224 174 3411 915 443 472 387 396 2496 2439 317 2122 115
is_linear=0
shrinkage=0.0995203


Tree=6786
num_leaves=13
num_cat=0
split_feature=20 4 5 8 5 24 10 10 18 20 0 0
split_gain=0.019649 0.00177138 0.0017433 0.00329425 0.00371315 0.00327471 0.00221533 0.00219757 0.00217817 0.0015786 0.00233698 0.00160743
threshold=-0.41270499999999993 0.14727500000000002 -0.46244499999999994 -0.0066399999999999992 -0.53715999999999997 0.084270000000000025 0.090150000000000022 0.085705000000000017 -0.077844999999999998 -0.0088249999999999978 -0.117355 -0.117355
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 -5 6 7 8 -4 11 -11 -2
right_child=1 -3 5 4 -6 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.0020055161074798923 0.00068504736734476045 0.00046764342343471406 -0.00010220998719368529 -7.6978479819831972e-05 -0.001229627644993378 0.00083237025923231847 -0.00058871240472972545 0.00063889487321967288 7.7104934661488924e-05 -0.00069556808553834456 0.000176585530882255 -7.8009874658408029e-05
leaf_weight=48 53 86 982 59 55 50 58 58 2108 57 63 53
leaf_count=48 53 86 982 59 55 50 58 58 2108 57 63 53
internal_value=0 2.10685e-05 1.01608e-05 -0.00020394 -0.000640262 3.27691e-05 2.00433e-05 3.15194e-05 1.98538e-05 1.25304e-05 -0.000230866 0.000295796
internal_weight=0 3682 3596 340 114 3256 3206 3148 3090 226 120 106
internal_count=3730 3682 3596 340 114 3256 3206 3148 3090 226 120 106
is_linear=0
shrinkage=0.0995203


Tree=6787
num_leaves=24
num_cat=0
split_feature=6 6 3 26 5 5 17 9 17 3 5 6 18 3 9 8 9 0 6 5 5 6 20
split_gain=0.0169608 0.00193292 0.00405859 0.00616925 0.00173744 0.00540705 0.0134068 0.00775032 0.00462544 0.00308169 0.00250426 0.00665541 0.00386218 0.00619942 0.0126492 0.00288018 0.00781718 0.0070062 0.00206285 0.00258234 0.00183075 0.00172236 0.00207188
threshold=0.23663500000000004 0.11642500000000001 0.10871500000000002 0.090625000000000025 -0.0031649999999999998 0.11083500000000003 -0.16207999999999997 0.098720000000000016 -0.45712999999999998 0.086335000000000023 -0.014374999999999999 0.091495000000000007 -0.080424999999999996 0.087975000000000012 0.083925000000000013 -0.085764999999999994 0.083795000000000022 -0.088174999999999989 0.10009000000000003 -0.00093999999999999997 0.62931500000000018 0.10313000000000001 -0.057024999999999999
decision_type=2 2 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 6 -6 9 -9 -7 12 15 13 14 -1 17 -17 -12 19 -8 -11 22 -14
right_child=-2 2 -4 -5 5 7 18 8 -10 20 11 -13 21 -15 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.001244116159259852 -0.0017721156284248442 0.0015850672129646029 -0.00018874325518318505 0.00010567381750935104 -0.0016842828361453329 0.00090488966014435875 -0.00066430224078625386 -0.001310801202482432 -3.7829529429724494e-05 8.2257138647740284e-05 0.00049310923819089066 0.0013562372940583076 0.00019079075074218064 -0.0014332893706858851 0.0010208797749405572 0.0014453502448594664 5.9336583255101079e-05 -0.00076707421861985168 -0.00071462986112663521 6.661398354047135e-05 0.00068386480434609153 0.00056596509793881351 -5.0049607365617491e-05
leaf_weight=46 53 47 88 72 65 63 57 55 61 410 81 49 506 47 52 51 199 94 54 293 58 60 1169
leaf_count=46 53 47 88 72 65 63 57 55 61 410 81 49 506 47 52 51 199 94 54 293 58 60 1169
internal_value=0 2.09437e-05 0.000316412 0.000696852 3.08184e-06 -9.89425e-05 -0.000356577 8.65471e-05 -0.000648451 0.000248653 5.1798e-05 0.000256225 0 -0.00049316 -3.39283e-05 0.000127474 0.000345358 -0.000179111 -0.000140934 -5.00821e-05 0.000158565 4.14928e-05 2.2217e-05
internal_weight=0 3677 207 119 3470 1116 469 647 116 531 2354 474 1880 145 98 425 250 175 404 350 468 1735 1675
internal_count=3730 3677 207 119 3470 1116 469 647 116 531 2354 474 1880 145 98 425 250 175 404 350 468 1735 1675
is_linear=0
shrinkage=0.0995203


Tree=6788
num_leaves=24
num_cat=0
split_feature=18 18 0 18 26 26 9 2 6 0 26 18 3 0 9 0 26 5 5 6 6 1 4
split_gain=0.00257771 0.00855419 0.0146555 0.00357486 0.00348987 0.00971599 0.00707082 0.0106739 0.00438173 0.00357794 0.00326644 0.0055659 0.00245261 0.00233626 0.00202088 0.00458867 0.002372 0.00147397 0.00238755 0.00109275 0.00280448 0.00216309 0.000371953
threshold=0.022040000000000008 0.089505000000000015 -0.083514999999999992 0.090725000000000014 0.10603500000000003 0.11538500000000003 0.11408000000000003 -0.00070500000000000001 0.11884000000000002 -0.080074999999999993 0.095525000000000013 -0.067924999999999999 0.16149500000000003 -0.088174999999999989 -0.095314999999999997 -0.113275 0.091195000000000012 0.23074000000000006 0.13648000000000002 -0.092434999999999989 -0.085609999999999992 0.0022300000000000006 0.077235000000000012
decision_type=2 2 2 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 -3 8 -6 7 -7 10 -10 12 -12 14 22 15 -1 -16 18 19 21 -21 -5 -2
right_child=1 3 -4 17 5 6 -8 -9 9 -11 11 -13 -14 -15 16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.00023261962979402809 -0.00015612135055239465 0.00083507323314976477 -0.0017066468235087419 -0.00012087553826580335 0.0016343020073817957 -0.00037004299054293972 -0.00092661429876663586 0.0014910297713464755 4.000981332593592e-05 0.0011281314770222697 -0.001237536584257979 4.6749516620777661e-05 -0.00058723180834469827 0.00041346015737769268 -2.6249155880611847e-05 0.0010576102033810117 0.00031730507925311724 0.00042979740546164136 -0.00076119732533740049 -0.00070246697459874861 0 0.00076309952182867895 -0.00058420561526014206
leaf_weight=50 46 50 85 61 51 66 50 56 61 62 57 78 65 59 1840 58 223 62 47 64 478 48 48
leaf_count=50 46 50 85 61 51 66 50 56 61 62 57 78 65 59 1840 58 223 62 47 64 478 48 48
internal_value=0 -0.000133823 -0.000658458 1.93188e-05 4.99029e-05 0.000427242 6.45748e-05 0.00047751 1.5835e-05 0.00059515 -1.38727e-05 -0.000489441 1.44739e-05 -7.07798e-05 3.28662e-05 0.000452702 1.04905e-05 -3.32721e-05 -7.55772e-05 -2.48202e-05 -8.37885e-05 0.000260888 -0.000383427
internal_weight=0 1048 238 810 2717 223 172 122 2494 123 2371 135 2236 153 2171 108 2063 760 698 651 542 109 94
internal_count=3765 1048 238 810 2717 223 172 122 2494 123 2371 135 2236 153 2171 108 2063 760 698 651 542 109 94
is_linear=0
shrinkage=0.0995203


Tree=6789
num_leaves=21
num_cat=0
split_feature=3 3 9 8 6 2 6 6 6 1 1 2 1 1 3 38 5 1 8 1
split_gain=0.00224082 0.00694939 0.0211408 0.00282756 0.00188891 0.00388536 0.00176905 0.00157782 0.00206846 0.00175604 0.00594358 0.00883264 0.0046688 0.00225017 0.00201049 0.00154791 0.00218441 0.00447686 0.00219727 0.00150962
threshold=0.085730000000000015 0.084795000000000023 0.084155000000000021 -0.08237499999999999 0.087075000000000027 -0.086050000000000001 0.18123500000000006 0.14653500000000005 0.11884000000000002 -0.081224999999999992 -0.085349999999999995 -0.083104999999999998 -0.080085000000000003 -0.087944999999999995 0.086535000000000015 -0.080750000000000002 -0.012164999999999999 -0.085574999999999998 -0.083135000000000001 -0.080954999999999985
decision_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 -4 15 -6 7 8 9 10 13 -12 -11 -2 -14 -1 17 -17 -18 -19
right_child=6 2 3 -5 5 -7 -8 -9 -10 12 11 -13 14 -15 -16 16 18 19 -20 -21
leaf_value=-0.00031680663484920678 9.1194541388319315e-05 -0.0024828652715994186 0.00031570443413416621 -0.00063271103942828214 0.00018056883040463249 -0.00095574863252710011 0.00048563971356679799 -0.00052900523285673957 0.0005575740838441208 -0.00090459332727619993 -0.00023559669442429723 0.0014941770868426489 0.0004836576751098579 -0.00056332284092582669 -1.9224059923946475e-05 -0.00083105848643680042 0.00013438068205715549 0.00068293703319579854 0.00096656495744047602 5.8524075007354193e-05
leaf_weight=72 497 48 82 50 63 55 85 50 73 58 48 72 82 58 1978 50 73 52 59 160
leaf_count=72 497 48 82 50 63 55 85 50 73 58 48 72 82 58 1978 50 73 52 59 160
internal_value=0 -0.000153309 -0.00069403 -3.73422e-05 1.19503e-05 -0.000342133 3.75891e-05 2.42479e-05 3.41855e-05 2.02127e-05 0.000160155 0.000795446 -2.39999e-05 2.13195e-05 3.96182e-07 0.000103368 0.000182229 1.26857e-05 0.000512544 0.000215544
internal_weight=0 764 180 132 584 118 3001 2916 2866 2793 675 120 2118 555 2060 466 394 262 132 212
internal_count=3765 764 180 132 584 118 3001 2916 2866 2793 675 120 2118 555 2060 466 394 262 132 212
is_linear=0
shrinkage=0.0995203


Tree=6790
num_leaves=20
num_cat=0
split_feature=18 18 26 2 6 0 26 6 18 18 26 26 3 4 17 4 3 4 19
split_gain=0.00210317 0.0200877 0.0029561 0.00787997 0.00317324 0.00277023 0.00272782 0.00482857 0.00216053 0.00287871 0.0018891 0.00390306 0.00176066 0.00192371 0.00182838 0.0014331 0.00251498 0.00282121 0.00215774
threshold=0.086285000000000014 0.087810000000000013 0.10665000000000002 -0.077604999999999993 0.11884000000000002 -0.080074999999999993 0.095525000000000013 0.090710000000000027 0.089505000000000015 0.090725000000000014 0.40795000000000009 0.11861500000000001 0.16149500000000003 0.13962500000000003 0.26639000000000007 0.13584500000000002 0.11896500000000003 0.097375000000000017 0.082240000000000021
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 6 -6 12 -8 -3 -10 11 -5 13 14 -1 16 17 -11 -18
right_child=1 8 3 10 5 -7 7 -9 9 15 -12 -13 -14 -15 -16 -17 18 -19 -20
leaf_value=-1.3276667284300999e-05 -0.0021363751564162843 -0.00061000149341288075 0.0015329849477340644 0.0005330021217444126 6.4046097803687786e-06 0.0009574716557628249 0 -0.0012248888251792001 0.00075028856340290094 -5.6508108845651705e-05 0.00064304237619924084 -0.00052641689573078721 -0.00049485926318977786 0.00066367151059215223 0.00031898184998463219 0.00049549047329619077 -0.0010330445651144636 0.00070935696232469353 -6.4624319566141612e-05
leaf_weight=2060 47 58 47 58 61 64 90 50 50 565 46 84 66 46 178 48 46 52 49
leaf_count=2060 47 58 47 58 61 64 90 50 50 565 46 84 66 46 178 48 46 52 49
internal_value=0 -0.000132282 4.1132e-05 0.000379336 1.04258e-05 0.0004999 -1.38174e-05 -0.000440731 -2.28217e-05 1.82126e-05 8.65696e-05 -8.79314e-05 1.12674e-05 2.62512e-05 1.27838e-05 -2.88732e-05 -6.53733e-05 6.71132e-06 -0.000542161
internal_weight=0 915 2850 235 2615 125 2490 140 868 810 188 142 2350 2284 2238 760 712 617 95
internal_count=3765 915 2850 235 2615 125 2490 140 868 810 188 142 2350 2284 2238 760 712 617 95
is_linear=0
shrinkage=0.0995203


Tree=6791
num_leaves=22
num_cat=0
split_feature=8 8 29 8 26 26 8 8 4 10 5 8 0 0 0 0 4 26 9 5 26
split_gain=0.00181358 0.0164991 0.00202153 0.00180369 0.0114366 0.00345361 0.00258827 0.00526384 0.00241481 0.00179796 0.00250747 0.00183413 0.000813545 0.00319328 0.00250877 0.00113428 0.0015038 0.00158986 0.00125342 0.00102245 0.00160788
threshold=-0.092094999999999996 -0.093384999999999982 0.093650000000000025 -0.068099999999999994 0.10924500000000002 0.098185000000000022 -0.071594999999999992 -0.076554999999999998 0.13849500000000003 0.09056500000000002 0.63223000000000018 -0.065919999999999992 -0.11239999999999999 -0.105055 -0.13417999999999999 -0.096019999999999994 0.11541000000000003 0.09474500000000001 -0.11273 -0.50544999999999984 0.047170000000000011
decision_type=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 5 6 7 -2 9 10 11 -5 14 -14 19 -15 17 -17 -18 -1 -21
right_child=2 -3 -4 8 -6 -7 -8 -9 -10 -11 -12 -13 13 15 -16 16 18 -19 -20 20 -22
leaf_value=-0.00034739570172210243 9.9968487338889501e-05 -0.0018519858059005351 0.0005988704024801854 -0.0006782440446926588 0.0013730148782384421 -0.00061822584528192608 0.00080476495768217783 -0.00059761943158237094 0.000625572726968073 0.00048466821727835931 -0.00081545331448785085 -6.0227073401723255e-05 0.00085069501881685362 -0.00037199124339315975 -0.00074850485127588918 7.3546324035622787e-05 0.00076523790266900019 -0.00060236931368285427 1.5880101982480261e-05 -0.00010318600397121706 0.00062860754521009701
leaf_weight=50 1376 52 61 50 66 76 46 116 48 51 49 1158 47 73 54 132 46 46 47 72 49
leaf_count=50 1376 52 61 50 66 76 46 116 48 51 49 1158 47 73 54 132 46 46 47 72 49
internal_value=0 -0.00014962 3.11754e-05 1.94995e-05 8.86225e-05 3.55937e-05 6.84343e-05 4.51837e-05 -6.5536e-05 -9.15237e-05 -0.000115553 -8.64849e-05 -4.5849e-06 8.0799e-05 -0.000156601 -2.20107e-05 6.92438e-05 -9.65296e-05 0.000395333 2.55283e-05 0.000186395
internal_weight=0 668 3097 3036 1680 1614 1538 1492 1356 1308 1257 1208 616 391 225 344 271 178 93 171 121
internal_count=3765 668 3097 3036 1680 1614 1538 1492 1356 1308 1257 1208 616 391 225 344 271 178 93 171 121
is_linear=0
shrinkage=0.0995203


Tree=6792
num_leaves=29
num_cat=0
split_feature=6 2 6 5 8 2 6 3 18 1 8 0 18 3 6 20 3 6 2 3 19 5 2 2 2 20 3 2
split_gain=0.00587559 0.00238866 0.00225433 0.00345258 0.00762615 0.00656761 0.00645536 0.0018772 0.00353583 0.0131441 0.00332181 0.00844041 0.0026266 0.00245848 0.00606216 0.00669038 0.00380027 0.0043138 0.00372043 0.00243622 0.00235079 0.0022505 0.00217151 0.00741005 0.00634415 0.00562272 0.00182981 0.00121233
threshold=0.099330000000000016 -0.011474999999999999 0.10384500000000003 0.060575000000000011 -0.073029999999999984 -0.069129999999999983 0.11816500000000002 0.094285000000000022 0.088735000000000022 -0.081889999999999991 -0.049499999999999995 -0.077945 0.086065000000000016 0.089655000000000026 -0.0072949999999999994 -0.0093149999999999986 0.08888500000000002 -0.0062199999999999998 -0.081559999999999994 0.095490000000000019 -0.072414999999999993 -0.091729999999999992 -0.077354999999999993 -0.078994999999999996 -0.072419999999999998 -0.054159999999999993 0.10792500000000002 -0.080644999999999994
decision_type=2 2 2 2 2 2 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 6 -4 8 12 -10 11 27 13 16 15 -15 21 -18 -16 -9 -21 -1 23 26 -24 -26 -22 -11
right_child=1 -3 3 4 -6 -7 -8 19 9 10 -12 -13 -14 14 18 -17 17 -19 -20 20 22 -23 24 -25 25 -27 -28 -29
leaf_value=-0.00019346782033703976 0.00088625962975383851 0.00098247489862870064 0.001560090599672372 -0.00097663013984984636 0.00064747668932946755 -0.00025350908171194197 0.00016857183354769436 -0.00060735341725660788 -0.0012693760378626854 0.00030242320943512106 -0.00044625098952525338 0.0014417057046043798 0.00072624918088460123 -0.00026699586339906629 0.00033999550238411532 0.0010242651389002811 9.4014112662872478e-05 -0.0012328877254887242 0.0015635899054274197 -0.00062996263042108271 0.00026704831843323652 0.00017370166431457848 -0.00091560225310944471 0.001349324626151216 0.00042648183017121382 -0.00019950052100356966 -0.00017800377745131761 -0.00019986416331670641
leaf_weight=203 57 61 67 63 52 83 68 81 87 78 81 50 74 158 49 53 48 47 54 64 166 856 86 47 205 463 203 122
leaf_count=203 57 61 67 63 52 83 68 81 87 78 81 50 74 158 49 53 48 47 54 64 166 856 86 47 205 463 203 122
internal_value=0 0.000397281 0.000303652 0.000201468 -0.000235133 0.00043554 0.000865242 1.38098e-05 7.57377e-05 -0.000180122 0.000103704 0.000285164 0.000145626 0.0001158 0.000363099 5.34697e-05 4.78015e-05 -0.000553836 0.00098944 -7.78708e-05 -4.24521e-05 0.000102546 -9.61503e-06 0.000172148 -0.000110984 -6.16965e-06 1.99909e-05 0
internal_weight=0 451 390 333 115 218 135 3275 1960 418 331 250 1542 1468 314 211 1154 95 103 1315 1234 1059 1170 416 754 668 369 200
internal_count=3726 451 390 333 115 218 135 3275 1960 418 331 250 1542 1468 314 211 1154 95 103 1315 1234 1059 1170 416 754 668 369 200
is_linear=0
shrinkage=0.0995203


Tree=6793
num_leaves=16
num_cat=0
split_feature=6 2 2 2 17 5 17 8 23 11 4 0 2 6 2
split_gain=0.00477409 0.00240915 0.00419344 0.00365759 0.00403583 0.00305819 0.00198996 0.00147391 0.00161424 0.00130887 0.00169536 0.0052779 0.00278163 0.00127872 0.000790045
threshold=0.099330000000000016 -0.073884999999999992 -0.082084999999999991 -0.069129999999999983 -0.083000000000000004 -0.06515 -0.088525000000000006 -0.48834 0.086650000000000019 -0.11166 0.12719000000000005 -0.066264999999999991 0.14153500000000005 0.093835000000000016 0.42136500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 -3 -5 -6 -2 14 9 -9 12 -12 13 -11 -1
right_child=1 3 -4 4 5 -7 -8 8 -10 10 11 -13 -14 -15 -16
leaf_value=-9.6396776358911867e-05 6.8814407660107706e-05 0.0012558505404346857 -0.00048084136836471018 0.0010668101704430024 0.00064274327512618701 -0.00032589545957979965 0.00087609728314237982 0.00043773069991609231 -0.00051353198269956345 4.2254815555749465e-05 -0.00093263980349687263 0.00030117430807434482 0.00070025323884595763 -0.00024604852801747893 -0.00065856169864927623
leaf_weight=61 67 59 76 55 53 82 59 78 54 2676 69 67 62 161 47
leaf_count=61 67 59 76 55 53 82 59 78 54 2676 69 67 62 161 47
internal_value=0 0.000358105 9.78039e-05 0.000565986 0.000347456 4.83211e-05 0.000453325 1.24106e-05 2.49809e-05 3.45853e-05 2.39546e-05 -0.000318786 4.03159e-05 2.5605e-05 -0.000348623
internal_weight=0 451 202 249 190 135 126 3275 3167 3113 3035 136 2899 2837 108
internal_count=3726 451 202 249 190 135 126 3275 3167 3113 3035 136 2899 2837 108
is_linear=0
shrinkage=0.0995203


Tree=6794
num_leaves=30
num_cat=0
split_feature=6 26 26 8 26 21 21 0 8 0 18 9 2 2 18 18 2 8 8 26 26 6 0 21 8 5 2 2 8
split_gain=0.00388058 0.00207107 0.0141066 0.00223286 0.00365148 0.00339697 0.002664 0.00196122 0.00668047 0.00320859 0.00258788 0.00942005 0.00228586 0.00195127 0.00438927 0.0040728 0.00786805 0.00376796 0.0104513 0.00188159 0.00355702 0.00245228 0.00183351 0.00381902 0.00160672 0.0127473 0.00176787 0.00377897 0.00231027
threshold=0.099330000000000016 0.088775000000000021 0.089150000000000021 -0.084979999999999986 0.087865000000000013 -0.091104999999999992 -0.076335 -0.070134999999999989 -0.052214999999999998 -0.067345000000000002 -0.018629999999999997 0.090465000000000031 -0.085599999999999996 -0.073884999999999992 -0.069565000000000002 0.11061000000000003 -0.065379999999999994 -0.081174999999999983 -0.077604999999999993 0.08734500000000002 0.086255000000000012 0.082060000000000022 -0.052884999999999995 0.089125000000000024 -0.086304999999999993 -0.015824999999999995 -0.086169999999999983 -0.089054999999999995 -0.087129999999999999
decision_type=2 2 2 2 2 2 2 2 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 24 -5 -7 8 10 -9 11 -4 -12 17 -15 16 -16 -2 -19 20 -8 -21 -11 -24 26 -26 27 -1 -28
right_child=13 2 7 5 -6 6 19 9 -10 22 12 -13 -14 14 15 -17 -18 18 -20 21 -22 -23 23 -25 25 -27 28 -29 -30
leaf_value=0.00012882590899020009 0.00062738651976982068 -0.0016254384803656809 0.00089641742647446939 -0.00078874039287829773 0.0010446491129797726 0.00061854841454691233 -1.7389418156468113e-05 -0.00092811303994466438 0.00087493585157859364 0.00026174283462517971 0.00041393315087999736 -0.00039766344916275205 -0.00026666135606344556 0.0012553519934182494 -0.001100949553311875 0.00078702444714867431 0.00062898700928883111 -0.0014428139051425018 0.00044930045533905202 3.6888423058659858e-05 0.00087647337245575147 -0.00094412428380534551 0.00014046432771480872 -0.0010139965913233137 0.0015598442397412697 -0.00042917120724503255 9.1166831484643332e-05 -0.00096430376063013224 0.00077296407648965197
leaf_weight=91 79 57 109 54 47 69 1040 55 89 91 55 113 392 60 47 84 58 46 77 50 46 48 67 48 58 70 524 47 55
leaf_count=91 79 57 109 54 47 69 1040 55 89 91 55 113 392 60 47 84 58 46 77 50 46 48 67 48 58 70 524 47 55
internal_value=0 1.11257e-05 -0.000101712 6.67109e-05 0.000188173 -1.5558e-05 1.71102e-05 -1.56754e-05 6.44828e-05 -0.000251608 -4.21117e-05 0.000234031 -0.000181088 0.000322828 0.000509986 0.00026903 -0.000137569 8.80703e-05 -0.000251664 -1.72484e-05 1.97184e-05 -0.000435254 -6.70141e-05 -0.000334279 0.000139566 0.000465706 8.02008e-05 -0.00023754 0.000157346
internal_weight=0 3275 1076 2199 892 1307 1253 1019 758 261 669 222 447 451 249 189 105 202 123 1184 1086 98 206 115 845 128 717 138 579
internal_count=3726 3275 1076 2199 892 1307 1253 1019 758 261 669 222 447 451 249 189 105 202 123 1184 1086 98 206 115 845 128 717 138 579
is_linear=0
shrinkage=0.0995203


Tree=6795
num_leaves=10
num_cat=0
split_feature=20 21 29 19 0 0 3 19 9
split_gain=0.00316448 0.001576 0.00199663 0.00143381 0.00181423 0.0190052 0.00208743 0.00165376 0.00174572
threshold=-0.24910499999999999 0.16638500000000003 -0.11156000000000001 -0.072414999999999993 -0.088329999999999992 -0.088784999999999989 0.13345500000000002 0.13722000000000004 -0.0060949999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -6
right_child=1 -3 3 4 7 -7 -8 -9 -10
leaf_value=0.00069361881252260195 0.00069168336721907797 -0.00049651575208833985 -0.00039880765040535549 5.7233844449249349e-05 -0.00013856793277105387 -0.0020433128188098427 -0.00048587282386999288 -0.00041717760404036928 0.00013704991333696114
leaf_weight=73 46 55 75 1045 254 46 75 61 1996
leaf_count=73 46 55 75 1045 254 46 75 61 1996
internal_value=0 3.10999e-05 3.93927e-05 3.07148e-05 4.02151e-05 -6.05691e-05 2.01342e-05 9.14194e-05 0.000105572
internal_weight=0 3653 3598 3552 3477 1166 1120 2311 2250
internal_count=3726 3653 3598 3552 3477 1166 1120 2311 2250
is_linear=0
shrinkage=0.0995203


Tree=6796
num_leaves=26
num_cat=0
split_feature=1 26 1 1 9 3 2 2 26 26 26 26 9 26 8 19 18 19 3 3 18 18 1 26 18
split_gain=0.00842725 0.0412344 0.00524779 0.0310486 0.00515296 0.00872236 0.00245212 0.00458139 0.00244607 0.00912562 0.0040979 0.00250713 0.00322593 0.00430814 0.00218772 0.00151691 0.00194657 0.00185684 0.00150652 0.00449876 0.00237203 0.00490986 0.00350349 0.00149025 0.000991155
threshold=-0.12118 -0.09071499999999999 -0.083684999999999996 -0.084759999999999988 0.083715000000000026 0.084065000000000015 -0.090394999999999989 -0.085944999999999994 0.089795000000000028 0.09032500000000003 0.089005000000000015 0.090845000000000023 0.086885000000000032 0.093175000000000022 -0.11061499999999999 0.11028000000000003 0.0036600000000000005 0.10189500000000003 0.12168500000000003 0.11089500000000001 -0.097059999999999994 -1.0000000180025095e-35 -0.50388999999999995 0.085155000000000022 0.089365000000000014
decision_type=2 2 2 2 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 -7 -8 10 -10 15 -11 14 -14 -13 17 -17 23 19 20 22 -22 -3 -4 -23
right_child=2 18 8 -5 5 6 7 -9 9 11 -12 12 13 -15 -16 16 -18 -19 -20 -21 21 24 -24 -25 -26
leaf_value=-0.0031334031917681316 -0.00079387147577279803 0.00021077028321547106 0.00012186817449081143 0.0025629223795080179 0.0015137467895630936 0.00061854602441680125 -0.00055255914902473124 0.00025207290996008146 -0.0014694518968122855 0.00065905118861302777 0.00083688723840270917 0 -0.00066683422591510741 -3.4297405149970309e-05 0.00094766754454738225 -0.00067815702644125812 6.1745647575058693e-05 0.00065680999640237961 0.00037269653795204201 -0.0010483030253567874 0.00097707186531579096 0.00016042018265841859 -0.00085412152154944057 -0.00012045470253011115 -0.00035756320582369482
leaf_weight=48 56 56 1197 57 46 63 116 176 46 49 71 46 128 660 48 60 81 56 67 47 58 69 65 315 75
leaf_count=48 56 56 1197 57 46 63 116 176 46 49 71 46 128 660 48 60 81 56 67 47 58 69 65 315 75
internal_value=0 -0.000364283 8.01533e-05 0.000372213 9.71815e-05 0.000223659 5.4187e-05 -6.4772e-05 2.54064e-05 -0.000100716 9.50921e-05 -3.22087e-05 -7.15403e-05 -0.000138083 0.000477581 6.37954e-05 -0.000247301 9.22923e-05 -5.82499e-05 -0.000138499 -3.57766e-06 0.000202584 -0.000354514 7.08428e-05 -0.000103678
internal_weight=0 485 3271 514 457 401 355 292 2757 977 1780 931 882 788 94 1709 141 1568 437 370 323 202 121 1512 144
internal_count=3756 485 3271 514 457 401 355 292 2757 977 1780 931 882 788 94 1709 141 1568 437 370 323 202 121 1512 144
is_linear=0
shrinkage=0.0995203


Tree=6797
num_leaves=31
num_cat=0
split_feature=9 9 26 3 9 18 18 26 26 18 18 9 2 9 2 1 3 9 3 3 9 3 9 7 36 4 1 3 9 1
split_gain=0.00759008 0.0260078 0.0527149 0.0110757 0.00439863 0.0125387 0.014042 0.00302023 0.00961533 0.0139322 0.0161626 0.00384774 0.00268183 0.00517576 0.00421975 0.00316305 0.0113917 0.00569643 0.00482833 0.00339223 0.00283836 0.0132031 0.00219001 0.00216324 0.00211468 0.00235727 0.00218174 0.00198002 0.00196011 0.00167313
threshold=0.090255000000000016 0.091690000000000021 0.089005000000000015 0.092510000000000023 0.088710000000000025 0.089775000000000021 -0.025079999999999998 0.087625000000000022 0.088775000000000021 -0.022504999999999997 -0.008179999999999998 0.087885000000000019 -0.072624999999999981 0.10679000000000001 -0.069459999999999994 -0.083284999999999984 0.090360000000000024 0.094085000000000016 0.092200000000000018 0.094285000000000022 0.11296000000000002 0.14426500000000003 0.087215000000000015 -0.075879999999999989 0.088655000000000025 0.14154500000000006 0.50996500000000011 0.11642500000000001 0.084675000000000014 -0.49056499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 -6 23 9 -9 -11 22 15 14 -14 17 -17 -3 -18 -20 -15 27 28 -1 25 26 -25 -22 -10 -19
right_child=1 12 3 -5 5 -7 -8 8 11 10 -12 -13 13 20 -16 16 18 29 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0005852746976343562 -0.0041601770532241136 -0.0011838737907422052 -0.0010238015895056684 0.00094765027637225122 0.0010183122631815993 0.0019561776197092556 -0.00080691484281711487 -0.00029368993436891885 0.00029354219969153977 0.0030334973067925376 0.00043887176245910585 -0.00061739491428750904 -0.00135425630335877 0.00068748447191219328 -0.00020658809638470283 0.0015218670675764979 -0.00077561540801892074 0.00047384346765832835 0.00079090234141316338 5.6888379967701557e-05 6.2550977865041805e-05 -0.0015089456619877286 0.0007611076035632505 -2.3875379767035721e-05 0.00063888957292850457 -0.00069731936413266245 0.00067209149393031298 0.00081135006127543564 -0.00027792431346372587 -0.00028178667396523769
leaf_weight=64 47 49 68 48 87 49 80 55 141 46 51 75 59 53 73 59 60 58 74 418 111 52 53 1469 49 50 46 53 102 57
leaf_count=64 47 49 68 48 87 49 80 55 141 46 51 75 59 53 73 59 60 58 74 418 111 52 53 1469 49 50 46 53 102 57
internal_value=0 -0.000169482 -0.00134761 -0.000200971 0.000125824 0.000555059 0.00013905 8.3328e-05 0.000292248 0.000959016 0.00167775 1.68642e-05 -5.49151e-06 -0.00021508 -0.000725763 0.000101898 0.000206838 -0.000284078 6.47993e-05 0.000168953 3.24715e-05 -0.000124459 0.000180338 1.77238e-05 -4.27413e-06 -2.49346e-05 -2.20334e-06 0.000309533 5.02985e-05 9.21953e-05
internal_weight=0 1339 163 116 2417 216 167 2201 523 152 97 371 1176 401 132 775 611 164 552 492 269 216 296 1678 1614 1565 1515 164 243 115
internal_count=3756 1339 163 116 2417 216 167 2201 523 152 97 371 1176 401 132 775 611 164 552 492 269 216 296 1678 1614 1565 1515 164 243 115
is_linear=0
shrinkage=0.0995203


Tree=6798
num_leaves=24
num_cat=0
split_feature=1 26 18 26 26 3 0 26 26 9 8 6 2 2 2 18 9 9 18 9 0 18 20
split_gain=0.00632207 0.0322352 0.00513989 0.00211275 0.00933178 0.0210746 0.00213172 0.00440632 0.00404146 0.00331455 0.0102043 0.00461822 0.00259301 0.00149417 0.00205972 0.00146301 0.00181991 0.00250755 0.00143964 0.00484781 0.00590572 0.0028156 0.00124911
threshold=-0.12118 -0.09071499999999999 0.26473000000000008 0.089625000000000024 0.088545000000000026 0.088325000000000028 -0.077174999999999994 0.090385000000000021 0.09112000000000002 0.11408000000000003 -0.048554999999999994 0.095080000000000012 -0.085374999999999993 0.12875500000000004 0.10003000000000002 -0.117225 0.095950000000000021 0.088825000000000029 -0.097059999999999994 0.089605000000000018 -0.080884999999999999 -0.091594999999999996 -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
left_child=1 -1 3 4 18 -6 7 -5 -9 10 11 -8 -10 14 15 -3 17 -17 19 20 -2 -20 -23
right_child=2 13 -4 6 5 -7 9 8 12 -11 -12 -13 -14 -15 -16 16 -18 -19 21 -21 -22 22 -24
leaf_value=-0.0027650344183736343 0.00016469552285730074 -0.00044127123055254838 0.0010058205222294788 -0.00088071781859060312 0.0022025609549645923 -0.00013641329778580128 -0.00026358592931382613 0.00072771548218553053 0.00033766003416232546 -0.00046390605591983066 0.0014892958139354827 0.00046797418622839936 -0.00027107916034948588 -0.00045097554148744039 0.00063019231748353546 0 -0.00044752528987842096 0.00084876856300808825 -0.00053074461714272656 -0.0003209699767797311 0.0015618792186462059 0.00024874470535883359 1.1104709671585326e-05
leaf_weight=48 87 75 57 78 66 89 219 55 82 86 54 140 418 75 50 138 53 46 87 78 47 263 1365
leaf_count=48 87 75 57 78 66 89 219 55 82 86 54 140 418 75 50 138 53 46 87 78 47 263 1365
internal_value=0 -0.000316662 6.8274e-05 5.1392e-05 0.000111024 0.000854256 -5.75608e-05 -0.000179267 -7.92096e-05 9.51875e-05 0.000213591 1.94219e-05 -0.000169609 -4.58591e-05 3.58125e-05 -5.6817e-05 6.13917e-05 0.000212431 5.08162e-05 0.000295761 0.000660862 2.00601e-05 4.99978e-05
internal_weight=0 485 3271 3214 2082 155 1132 633 555 499 413 359 500 437 362 312 237 184 1927 212 134 1715 1628
internal_count=3756 485 3271 3214 2082 155 1132 633 555 499 413 359 500 437 362 312 237 184 1927 212 134 1715 1628
is_linear=0
shrinkage=0.0995203


Tree=6799
num_leaves=22
num_cat=0
split_feature=5 27 18 20 17 4 5 0 9 26 6 9 26 5 17 4 5 5 20 5 5
split_gain=0.00591892 0.0490126 0.0068424 0.00271985 0.00240575 0.0030923 0.00372772 0.00232072 0.00218649 0.00977316 0.0182998 0.00367887 0.0027652 0.00402592 0.00264149 0.00770783 0.00234585 0.00216849 0.00181501 0.00175857 0.00162984
threshold=0.060575000000000011 0.083925000000000013 0.26473000000000008 -0.096095 -0.0064000000000000003 0.10739000000000003 0.63223000000000018 -0.080500000000000002 0.08622500000000001 0.088545000000000026 0.084985000000000019 0.086635000000000031 0.086685000000000026 -0.015214999999999999 0.11180000000000002 0.082225000000000034 0.049800000000000011 0.0076350000000000012 -0.08231999999999999 -0.00093999999999999997 -0.14289499999999997
decision_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 -2 5 6 7 -5 9 12 20 -10 14 -14 18 -16 17 19 -1 -13 -11
right_child=1 -3 -4 4 -6 -7 -8 -9 11 10 -12 16 13 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.0001804755384213072 0.00053569543634848272 -0.0031134787160040566 0.0012912071487970471 -0.00033644252398964622 -0.00067739270574836998 0.00074519623008160887 -0.00087391340255936717 0.00010887200696405108 -0.00085109722650177435 0.0005257499086646116 0.0024937361154963988 -1.2807494657855053e-05 -0.0010273448477069237 8.7893872277793012e-05 0.0013555104070618804 -8.1990200089824246e-05 0.00070065309139140505 -0.00055391438304759448 0.00013185803258690716 0.00050742591467415102 -0.00028518171066359125
leaf_weight=243 79 54 46 158 61 48 54 434 51 50 49 1169 54 76 62 89 47 70 747 68 47
leaf_count=243 79 54 46 158 61 48 54 434 51 50 49 1169 54 76 62 89 47 70 747 68 47
internal_value=0 -0.000207723 8.62436e-05 -1.85993e-05 -7.76826e-05 -2.37907e-05 -8.21963e-05 -8.59603e-06 6.6312e-05 0.000153611 0.000925186 -2.11504e-05 6.43364e-05 -0.000369062 0.000114433 0.000502821 9.50598e-06 -1.47215e-05 5.43674e-05 1.51289e-05 0.000124385
internal_weight=0 888 2868 834 755 694 646 592 2822 1417 146 1405 1271 130 1141 151 1354 1307 990 1237 97
internal_count=3756 888 2868 834 755 694 646 592 2822 1417 146 1405 1271 130 1141 151 1354 1307 990 1237 97
is_linear=0
shrinkage=0.0995203


Tree=6800
num_leaves=29
num_cat=0
split_feature=26 0 6 18 26 26 18 26 5 19 8 0 21 26 4 5 6 18 5 0 26 4 8 21 21 20 26 8
split_gain=0.00254539 0.00374849 0.00441898 0.00214136 0.00354519 0.0126801 0.00489686 0.00369039 0.00454254 0.00269582 0.00372412 0.0077933 0.00481201 0.00265255 0.00341544 0.00350393 0.00219874 0.00184168 0.00263763 0.00240713 0.00252139 0.00175285 0.00386504 0.00640117 0.00330854 0.0034982 0.00171688 0.000972561
threshold=-0.126245 -0.071029999999999996 -0.03764 -0.011039999999999999 0.083705000000000016 0.078560000000000019 -0.025079999999999998 0.088435000000000027 -0.0093650000000000001 0.10345000000000003 -0.085764999999999994 -0.085144999999999985 0.086835000000000009 -0.0063299999999999997 0.084755000000000025 0.2686150000000001 -0.047249999999999993 0.22074500000000005 0.0063000000000000009 -0.075709999999999986 0.056820000000000016 0.086380000000000026 -0.055085000000000002 0.09865500000000002 -0.032929999999999994 -0.085349999999999995 0.11624000000000002 0.0073150000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 -3 4 5 13 9 8 -8 10 12 -12 -6 16 -15 -16 -2 18 21 -20 -21 22 26 -24 -23 -26 -5 -1
right_child=3 2 -4 17 6 -7 7 -9 -10 -11 11 -13 -14 14 15 -17 -18 -19 19 20 -22 24 23 -25 25 -27 -28 -29
leaf_value=-0.00023803757794463524 -0.00093247796952763333 0.0014634993088283965 9.3513877870718133e-05 1.0377101357393066e-05 -0.0011517073549079258 -0.0016930219414201843 -0.0015832775680699653 0 -0.00028125610986849003 0.00079056123943852473 0.0010114345844557393 -1.2674628405145251e-05 0.00017374921096139902 0.00070032001253107052 -0.00079418517309989898 0.00014958375993063066 -0.00011514511969560898 -0.00041221647241075762 0.00089698274363142461 0.00052379072380886365 -0.00031375818976055658 -0.00078871586190110165 0.00065385876040001032 -0.0003984608952438438 -0.00079763829162229254 4.1703337133064294e-05 -0.00049205482111989096 0.00024404751687192276
leaf_weight=87 63 47 49 723 57 62 49 90 62 48 83 637 50 60 59 112 73 91 63 80 63 68 223 76 55 455 74 79
leaf_count=87 63 47 49 723 57 62 49 90 62 48 83 637 50 60 59 112 73 91 63 80 63 68 223 76 55 455 74 79
internal_value=0 0.000277694 0.000772764 -4.3761e-05 -0.000133235 -0.000375343 -3.59467e-05 -0.000479401 -0.000863398 6.49857e-05 2.18825e-05 0.000104245 -0.000524685 -0.000150507 5.15829e-05 -0.000171257 -0.000499782 2.41439e-05 4.57011e-05 0.000381779 0.000149076 3.85481e-06 7.82841e-05 0.000383642 -0.000135861 -4.72088e-05 -3.52457e-05 -3.68005e-06
internal_weight=0 262 96 3476 1505 429 1076 201 111 875 827 720 107 367 231 171 136 1971 1880 206 143 1674 1096 299 578 510 797 166
internal_count=3738 262 96 3476 1505 429 1076 201 111 875 827 720 107 367 231 171 136 1971 1880 206 143 1674 1096 299 578 510 797 166
is_linear=0
shrinkage=0.0995203


Tree=6801
num_leaves=30
num_cat=0
split_feature=26 0 6 18 26 6 18 6 6 0 1 20 20 2 19 19 18 6 2 2 4 18 5 5 17 5 0 1 6
split_gain=0.00206993 0.0030468 0.00357174 0.00173849 0.00326591 0.019726 0.00312824 0.00377762 0.00743494 0.00341586 0.00272057 0.00281955 0.0021522 0.00241969 0.00168122 0.00277413 0.00187123 0.00364709 0.0018521 0.00650849 0.00257562 0.00159437 0.00228921 0.00311516 0.00109734 0.00134521 0.000960414 0.00119151 0.000624366
threshold=-0.126245 -0.071029999999999996 -0.03764 -0.011039999999999999 0.07987000000000001 0.082060000000000022 -0.026374999999999999 0.087075000000000027 -0.007045 -0.085794999999999996 -0.018369999999999997 -0.079725000000000004 -1.0000000180025095e-35 0.096520000000000022 0.093930000000000027 0.0092450000000000015 -0.007069999999999999 0.087455000000000019 -0.082954999999999987 -0.085209999999999994 0.086380000000000026 -0.044484999999999997 -0.040404999999999996 -0.022939999999999999 0.41239500000000012 -0.072535000000000002 -0.093765000000000001 0.05309500000000001 -0.078305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 -3 4 5 10 21 8 -8 -9 12 -12 -2 -14 15 16 17 -5 19 -18 -20 22 -6 -24 25 -16 27 -1 -26
right_child=3 2 -4 14 6 -7 7 9 -10 -11 11 -13 13 -15 24 -17 18 -19 20 -21 -22 -23 23 -25 28 -27 -28 -29 -30
leaf_value=0.0005678566549441337 0.00066481911574852522 0.0013178515793709049 8.4207302209288805e-05 -0.00013070409705597376 -0.00054776216671961243 -0.0022826843246824711 -0.00062406292468489245 -0.00015394940479583971 0.00099992323719962648 -0.0013291063611024837 4.9363302942298364e-05 -0.00094574804144239156 -0.0003634363969274555 0.00043392494296400075 -6.5160482793920856e-05 0.00063011198997673789 5.8494977009486591e-05 0.0010835319252526939 0.00017059851961155156 -0.0009697464652416196 -0.00012477507392267995 0.00054566873226468305 0.00081829101620669328 5.3082433991170327e-06 -0.00022048099484827717 -0.00066352751936434712 -0.00027781990740081828 -0.00013423794566828087 0.00028012398766706539
leaf_weight=46 52 47 49 49 67 47 71 46 46 57 49 62 103 59 75 80 225 47 761 83 472 59 50 737 46 81 73 47 52
leaf_count=46 52 47 49 49 67 47 71 46 46 57 49 62 103 59 75 80 225 47 761 83 472 59 50 737 46 81 73 47 52
internal_value=0 0.000250369 0.000696707 -3.94911e-05 -0.000120119 -0.000376202 -3.5316e-05 -0.000372597 7.43071e-06 -0.000812227 -9.79757e-05 -0.00049909 0.000106253 -6.79861e-05 2.16585e-05 5.73876e-05 2.88986e-05 0.000455239 1.80752e-06 -0.000215938 5.68638e-05 4.506e-05 9.51601e-06 5.79992e-05 -0.000216642 -0.000381099 -2.82303e-06 0.000204232 3.67928e-05
internal_weight=0 262 96 3476 1505 372 1133 220 117 103 325 111 214 162 1971 1717 1637 96 1541 308 1233 913 854 787 254 156 166 93 98
internal_count=3738 262 96 3476 1505 372 1133 220 117 103 325 111 214 162 1971 1717 1637 96 1541 308 1233 913 854 787 254 156 166 93 98
is_linear=0
shrinkage=0.0995203


Tree=6802
num_leaves=30
num_cat=0
split_feature=3 17 0 2 8 17 26 27 20 20 5 3 8 8 30 0 0 3 5 5 4 8 26 5 20 5 17 2 3
split_gain=0.00337955 0.0124667 0.00177646 0.00197089 0.00840288 0.00293422 0.00171454 0.00258009 0.00204181 0.00180835 0.00155297 0.00259272 0.00307861 0.00315121 0.00267045 0.00266513 0.00155979 0.00115397 0.00113301 0.00375617 0.00449771 0.00585112 0.00259002 0.0013821 0.00498209 0.0015103 0.00142526 0.00107943 0.001042
threshold=0.08400500000000001 0.053575000000000012 0.019150000000000004 -0.085804999999999992 -0.085764999999999994 -0.0088649999999999996 -0.088059999999999986 0.083925000000000013 -0.096095 -0.081324999999999995 -0.14822499999999997 0.10726500000000001 -0.0073049999999999999 -0.086489999999999997 0.090320000000000025 -0.13417999999999999 -0.10148 0.12015500000000003 -0.077634999999999996 -0.084089999999999984 0.086380000000000026 -0.055085000000000002 0.09414500000000002 -0.067559999999999995 -0.0094199999999999996 -0.06241 0.056905000000000011 -0.085089999999999985 0.094045000000000031
decision_type=2 2 2 2 2 2 2 2 2 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 -5 7 8 -2 -10 11 12 13 -8 15 17 -17 -13 19 20 21 -12 -21 24 -20 -25 -27 -11 -26
right_child=6 -3 -4 5 -6 -7 10 -9 9 27 18 14 -14 -15 -16 16 -18 -19 23 22 -22 -23 -24 25 28 26 -28 -29 -30
leaf_value=-0.00036276267754753591 0.00060465005633218347 -0.0014010872951114692 -0.00051058333032446971 -0.00053344401714642252 0.0012748201401787313 0.00033545890515651616 -0.00058197495044424021 0.00081296269419348771 -0.00052600779030031889 0.00039124531324433913 -3.8646256735712926e-05 0.00084862635435197593 -0.0010854874702600974 0.00044700440344931522 -0.000608405064215187 -0.00060111927085087981 0.00010795865973375025 0.0001671815796510879 0.00050948773612036116 0.00017118659358231189 -0.00080055328273425264 0.0010031321940038821 0.0012399981457384996 0.00054301944919414331 -0.0010400754780219583 -4.37079965935104e-05 0.00017908565711313612 -0.000148949751519396 -0.00035904183585632561
leaf_weight=67 60 80 60 87 57 68 77 62 58 76 273 55 56 47 56 47 85 51 49 46 56 66 48 52 50 1480 352 68 49
leaf_count=67 60 80 60 87 57 68 77 62 58 76 273 55 56 47 56 47 85 51 49 46 56 66 48 52 50 1480 352 68 49
internal_value=0 -0.000283483 -1.73267e-05 8.58159e-05 0.000383396 -0.000146966 1.63416e-05 0.00023389 9.37328e-05 -5.39723e-05 -6.91946e-06 -0.0001724 -0.000469946 -0.000185357 6.98606e-06 0.000155224 -0.000138314 0.000528485 2.38696e-05 0.000159959 2.32609e-05 0.000161763 0.000725672 -8.47735e-06 -0.000301567 1.41122e-05 -4.5363e-07 0.000130468 -0.000711268
internal_weight=0 419 339 279 124 155 3319 324 262 202 2995 474 180 124 294 238 132 106 2521 489 395 339 94 2032 148 1884 1832 144 99
internal_count=3738 419 339 279 124 155 3319 324 262 202 2995 474 180 124 294 238 132 106 2521 489 395 339 94 2032 148 1884 1832 144 99
is_linear=0
shrinkage=0.0995203


Tree=6803
num_leaves=24
num_cat=0
split_feature=3 18 0 1 3 8 9 0 18 2 9 2 4 26 18 18 9 1 9 9 9 18 3
split_gain=0.00274505 0.0249643 0.00253754 0.00547173 0.00397305 0.00254074 0.00224457 0.0024458 0.00163023 0.00225739 0.00363215 0.00193896 0.00271862 0.00292315 0.00175991 0.00137172 0.00347159 0.00173256 0.0024013 0.00525037 0.00276918 0.00234678 0.00131991
threshold=0.08400500000000001 -0.097059999999999994 -0.086304999999999993 -0.085349999999999995 -0.0043349999999999994 -0.084855 0.12912500000000005 -0.057604999999999996 -0.097059999999999994 -0.084869999999999987 0.08951000000000002 -0.078244999999999995 0.084755000000000025 0.097125000000000031 -0.13579499999999997 -0.091594999999999996 0.084485000000000018 -0.49056499999999997 0.09697500000000002 0.098875000000000018 0.094685000000000033 0.086285000000000014 -0.03893499999999999
decision_type=2 2 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 -5 8 -8 9 10 -2 -11 13 -13 -12 16 -10 21 20 -20 -19 -17 -4
right_child=6 2 4 5 -6 -7 7 -9 15 11 14 12 -14 -15 -16 17 -18 18 19 -21 -22 -23 -24
leaf_value=-0.0023425005924899585 0.0010754430881468233 0.00099380475021922359 -0.00019698214953374436 0.00025180548731415167 -0.00096097130013309744 -0.00063811538640002469 0.0009811817934528256 -6.7978372993558193e-06 -0.0010044198905839782 -0.00044251656509301796 -0.00022968558317492681 0.00070873685998191181 -0.00036557303832730732 -0.00018111273534479871 0.00054011355659000764 0.00090496211237999337 6.9212418706752877e-05 -1.8109038072190236e-05 -0.0010579627669858164 -7.8204584497122074e-05 0.00046973263852206665 -6.0522705401703806e-05 0.00048623816863994787
leaf_weight=50 61 68 70 78 54 53 49 47 49 73 63 99 69 56 54 47 73 2061 68 278 122 50 46
leaf_count=50 61 68 70 78 54 53 49 47 49 73 63 99 69 56 54 47 73 2061 68 278 122 50 46
internal_value=0 -0.000255465 2.51126e-05 0.000268339 -0.00025479 -0.00010199 1.47399e-05 0.000488956 3.60904e-07 0.000170853 0.000451112 1.29612e-07 0.000148039 0.000381961 0.00011861 -2.88113e-05 -0.000355291 -1.33318e-05 -2.94647e-05 -0.000273124 8.77968e-06 0.00039885 6.6893e-05
internal_weight=0 419 369 199 170 131 3319 96 3223 475 178 297 224 155 117 2748 122 2626 2529 346 2183 97 116
internal_count=3738 419 369 199 170 131 3319 96 3223 475 178 297 224 155 117 2748 122 2626 2529 346 2183 97 116
is_linear=0
shrinkage=0.0995203


Tree=6804
num_leaves=30
num_cat=0
split_feature=1 17 5 1 6 17 21 1 17 18 5 1 2 18 26 6 9 9 26 17 18 3 3 26 24 21 9 2 2
split_gain=0.00276259 0.0116148 0.0430894 0.00348934 0.00348048 0.00339667 0.00276758 0.00222303 0.00792653 0.014551 0.00384952 0.00237016 0.0107681 0.00217125 0.00213586 0.00855905 0.00526454 0.0019898 0.00359782 0.0018323 0.00327499 0.00143782 0.00614774 0.0031416 0.00121657 0.00138952 0.00388886 0.00175878 0.000891526
threshold=0.007210000000000002 -1.0000000180025095e-35 -0.082635 -0.087944999999999995 -0.050699999999999995 -0.45791500000000002 0.11729000000000002 -0.083284999999999984 -0.011809999999999999 -0.015069999999999998 -0.0089549999999999994 -0.081224999999999992 -0.082904999999999993 -0.17307499999999998 0.096535000000000024 0.11413500000000003 0.09518500000000002 0.11640000000000002 0.11790500000000002 -0.013125 -1.0000000180025095e-35 0.10920500000000002 0.10457000000000002 0.092955000000000024 -0.070004999999999998 0.094640000000000016 0.09227500000000001 0.13896000000000006 -0.032624999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 5 -4 7 8 10 -10 -5 12 -9 -1 15 -13 -16 18 24 21 -21 22 23 -15 -3 27 -27 -26 -22
right_child=1 17 4 6 -6 -7 -8 11 9 -11 -12 14 -14 19 16 -17 -18 -19 -20 20 28 -23 -24 -25 25 26 -28 -29 -30
leaf_value=0.00081961878852860259 0.003539145106279752 -0.00045606320108717202 0.00040767034605392548 -0.00028878735363711518 0.00086146248794528239 -0.0005289816483110448 -0.00062132078044747636 -0.00079486932101752508 -0.0020729591951870741 0.00016547504707564245 0.00096319890840948681 -5.2535960819966657e-05 0.0010764484477307267 0.00019721256882918904 -0.00090973764810552951 0.00093668166065738402 -7.6744374648415155e-06 0.00045825870321989374 -0.00078436419720817293 0.0010877007603996905 -0.00015878918832303132 0.00042116234005831006 -0.0011073955045264974 -0.00060922559710063513 7.4425245104898095e-05 -0.00047152609092225491 0.00054212616661954236 0.00067199332212201576 0.00039898296296788521
leaf_weight=50 46 49 74 49 53 79 85 47 55 59 47 1098 85 401 90 94 229 84 61 52 54 90 46 54 310 125 53 59 57
leaf_count=50 46 49 74 49 53 79 85 47 55 59 47 1098 85 401 90 94 229 84 61 52 54 90 46 54 310 125 53 59 57
internal_value=0 0.00020069 0.000784345 6.61808e-06 0.000165221 -7.06099e-05 -6.53821e-05 -3.94385e-05 -0.00034434 -0.000907291 0.000315637 0 0.000403944 0.000181189 -3.57967e-05 2.47861e-05 -0.000264741 1.09552e-06 -5.61086e-05 0.000137767 0.000433913 5.47035e-05 -9.49343e-06 9.97042e-05 1.70542e-05 6.09324e-05 -0.000165109 0.00017219 0.000120259
internal_weight=0 993 252 2742 206 153 1938 1853 210 114 96 1643 132 804 1511 1192 319 741 657 754 163 591 501 455 596 547 178 369 111
internal_count=3735 993 252 2742 206 153 1938 1853 210 114 96 1643 132 804 1511 1192 319 741 657 754 163 591 501 455 596 547 178 369 111
is_linear=0
shrinkage=0.0995203


Tree=6805
num_leaves=23
num_cat=0
split_feature=1 1 26 0 9 9 8 9 9 3 17 17 1 5 1 1 3 6 5 1 1 26
split_gain=0.00227083 0.0129894 0.028047 0.00263891 0.00250657 0.00243709 0.00228497 0.00155585 0.00279038 0.0025177 0.00152625 0.00634714 0.00203666 0.00294741 0.00219934 0.00168959 0.00777987 0.00528298 0.00275527 0.00813218 0.00686453 0.00148636
threshold=0.051820000000000012 0.067120000000000027 0.086835000000000009 0.12433000000000002 0.095415000000000014 0.11222500000000002 0.10528000000000003 0.09518500000000002 0.09007500000000003 0.093835000000000016 -0.55026999999999993 -0.56005499999999986 -0.087944999999999995 0.27139000000000008 -0.50954999999999984 -0.083284999999999984 0.089005000000000015 0.087575000000000028 -0.0073899999999999999 -0.07002499999999999 -0.081224999999999992 0.092955000000000024
decision_type=2 2 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 7 8 9 -3 11 -1 13 14 -12 16 17 -14 20 -20 -17 -16
right_child=1 5 -4 4 -6 -7 -8 -9 -10 -11 12 -13 15 -15 21 18 -18 -19 19 -21 -22 -23
leaf_value=0.00016424921158146819 -0.00021742720131469594 -0.00044210261810172761 0.0024080027091407893 0.00010156403046997507 0.0010330063804236977 0.00048858573728716484 -0.0006944645277104926 -0.00041620847374956068 0.00076691211737665963 0.00011916990608464346 -0.0004902973225686544 -0.0012705052783175172 -0.00088893074265524255 0.00081869398876807393 0.00023101251614838724 0.00083130614161398754 -0.0014369838088243061 0.0003681532468805997 -0.001142589061776464 -4.1044326199251057e-05 5.5207622266819007e-09 -0.00027592659134777306
leaf_weight=85 86 105 75 79 47 91 52 78 50 320 57 47 46 62 418 108 47 118 77 495 1127 65
leaf_count=85 86 105 75 79 47 91 52 78 50 320 57 47 46 62 418 108 47 118 77 495 1127 65
internal_value=0 0.000194897 0.00100051 9.99524e-06 0.000455504 7.36415e-06 -6.36649e-05 -2.86877e-06 6.32826e-05 -1.75713e-05 -1.01049e-05 -0.000340409 6.22395e-06 0.000167145 9.08218e-05 -4.13757e-05 -0.000307995 1.05647e-05 -9.78993e-06 -0.00019076 7.33651e-05 0.000161096
internal_weight=0 857 161 2878 126 696 605 553 475 425 2752 132 2620 602 540 2018 211 164 1807 572 1235 483
internal_count=3735 857 161 2878 126 696 605 553 475 425 2752 132 2620 602 540 2018 211 164 1807 572 1235 483
is_linear=0
shrinkage=0.0995203


Tree=6806
num_leaves=20
num_cat=0
split_feature=38 8 8 0 27 0 8 0 21 9 8 21 5 0 9 0 4 2 11
split_gain=0.00199185 0.00172345 0.0396389 0.00223975 0.00409427 0.00279531 0.00540948 0.00379713 0.00223938 0.00396663 0.00263103 0.00220605 0.00216497 0.00219126 0.00869288 0.00370165 0.00181855 0.00138552 0.00105038
threshold=-0.072014999999999996 -0.083504999999999982 -0.083944999999999992 -0.060094999999999996 0.079055000000000028 -0.052884999999999995 -0.066829999999999987 -0.042499999999999996 -0.080634999999999998 0.084915000000000032 -0.084855 -0.020715000000000001 0.51390500000000017 -0.071029999999999996 0.097680000000000031 -0.073464999999999989 0.10801000000000002 -0.086934999999999998 -0.085879999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 8 4 12 -5 -7 -8 9 -2 11 -10 13 15 -15 -3 -9 -13 -1
right_child=1 3 -4 5 -6 6 7 16 10 -11 -12 17 -14 14 -16 -17 -18 -19 -20
leaf_value=0.00082995067810709129 -4.4137060809283743e-05 -6.1205936039287199e-05 0.0027648423955472716 0.00085901024084623814 -0.00088267018702825953 -0.00076643952980068211 0.0010575543833585921 0.00021355361283378489 -0.00066075408718765981 0.0010331708730836606 -0.00055036834545091839 0.00026993253396336871 0.00060551387678242207 -0.0010382380736719114 0.00029645413438828954 0.00063968927668141078 -0.0004120798314985402 -1.1051646309729957e-05 0.00017386781264718326
leaf_weight=47 80 1326 54 52 60 63 48 266 46 57 88 214 49 98 94 79 55 901 58
leaf_count=47 80 1326 54 52 60 63 48 266 46 57 88 214 49 98 94 79 55 901 58
internal_value=0 3.47977e-05 0.000119448 -2.04889e-05 -7.44289e-05 0.000167947 8.28684e-05 0.000230091 1.57899e-05 0.000398111 -2.54906e-05 1.35883e-05 -4.44695e-05 -6.49253e-05 -0.000380531 -2.12135e-05 0.000103808 4.2143e-05 0.00047534
internal_weight=0 3630 1440 2190 1706 484 432 369 1386 137 1249 1161 1646 1597 192 1405 321 1115 105
internal_count=3735 3630 1440 2190 1706 484 432 369 1386 137 1249 1161 1646 1597 192 1405 321 1115 105
is_linear=0
shrinkage=0.0995203


Tree=6807
num_leaves=28
num_cat=0
split_feature=1 1 0 30 20 1 9 9 4 20 26 4 4 9 5 17 26 1 1 18 4 0 3 0 21 1 9
split_gain=0.00214107 0.0325747 0.00190565 0.00175859 0.00188048 0.00211261 0.00158634 0.00399618 0.00143025 0.00140042 0.00249357 0.00339976 0.00432772 0.00370289 0.00478105 0.00326066 0.00306592 0.00280516 0.00888254 0.00473611 0.00219365 0.00885507 0.00552951 0.0118604 0.00311415 0.00236036 0.0030367
threshold=0.066150000000000028 0.078505000000000019 0.15238000000000004 0.10000000000000002 1.0000000180025095e-35 0.10924000000000002 0.11222500000000002 0.095285000000000022 0.10423500000000002 -0.009049999999999999 0.087435000000000027 0.087155000000000024 0.08024000000000002 0.095415000000000014 -0.0044999999999999997 0.11180000000000002 0.087825000000000028 -0.07002499999999999 -0.073844999999999994 -0.069565000000000002 0.087495000000000031 -0.098749999999999991 0.10871500000000002 -0.14401 0.10403500000000003 -0.038989999999999997 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 2 2 2 2 2
left_child=2 -2 9 4 5 -3 7 -7 -6 20 11 12 15 14 -13 -11 -12 18 -18 -19 21 -1 23 -22 -24 -23 -27
right_child=1 3 -4 -5 8 6 -8 -9 -10 10 16 13 -14 -15 -16 -17 17 19 -20 -21 22 25 24 -25 -26 26 -28
leaf_value=-0.0011317278940594165 0.0027595367814768784 0.00079606341774926754 0.00050846424255781631 -0.00039887928685747391 -0.00071340184308771955 0.00015314875451840951 0.00055622129370602345 -0.00077473583824285536 2.2190232940068197e-05 0.00028666820829681969 -0.00076241820566740092 0.00029889992532115524 0.0010269487623984193 0.00056897035085850796 -0.00071316415613552841 -0.00050594758697327703 -7.5909177136923518e-06 0.00085961870635361322 -0.001284021777995417 -6.2461412661140065e-05 0.001877107717083191 -0.00055068479274900128 0.00015345430859820295 -0.00016326501434074626 -0.00095501078112565001 0.00063093171080511132 -6.8494837010597373e-05
leaf_weight=85 46 48 73 86 46 308 63 54 56 474 58 72 72 57 125 57 653 88 59 144 47 87 53 69 46 68 641
leaf_count=85 46 48 73 86 46 308 63 54 56 474 58 72 72 57 125 57 653 88 59 144 47 87 53 69 46 68 641
internal_value=0 0.00019868 6.0176e-06 1.92278e-05 8.31858e-05 0.000167877 9.50024e-05 1.24735e-05 -0.000301522 -6.11776e-06 4.61909e-05 0.00017107 0.000300136 -0.000132111 -0.000339117 0.000200043 -5.98001e-05 -1.57636e-05 -0.000114512 0.000283765 -9.5589e-05 -0.000165638 0.000187641 0.000656381 -0.000353321 -6.14465e-05 -2.58365e-07
internal_weight=0 707 3028 661 575 473 425 362 102 2955 1859 857 603 254 197 531 1002 944 712 232 1096 881 215 116 99 796 709
internal_count=3735 707 3028 661 575 473 425 362 102 2955 1859 857 603 254 197 531 1002 944 712 232 1096 881 215 116 99 796 709
is_linear=0
shrinkage=0.0995203


Tree=6808
num_leaves=22
num_cat=0
split_feature=22 2 2 8 8 17 17 6 6 1 6 9 5 27 2 20 17 0 9 17 3
split_gain=0.0323816 0.00471633 0.0149416 0.006766 0.0106841 0.0019208 0.00171924 0.00168581 0.00471349 0.00467546 0.00288926 0.00230664 0.00941333 0.00429565 0.00123637 0.0019293 0.00179162 0.00113758 0.00105943 0.00105662 0.000309389
threshold=0.13292500000000004 -0.10018999999999999 -0.10598499999999998 -0.11061499999999999 -0.13559999999999997 -0.55754499999999996 -0.42168999999999995 0.11642500000000001 0.12080000000000003 -0.049499999999999995 0.11146500000000002 0.11351500000000002 -0.14118999999999998 -0.015455 0.50951500000000005 -0.052259999999999994 0.006145000000000002 -0.061654999999999995 0.09091500000000001 -0.0044799999999999987 0.10648500000000002
decision_type=2 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 14 -1 -7 10 -9 20 11 13 -13 -5 15 -3 -17 19 -19 -8 -10
right_child=-2 3 -4 7 -6 6 17 8 9 -11 -12 12 -14 -15 -16 16 -18 18 -20 -21 -22
leaf_value=0.00060529843568373626 0.0026835868599212821 0.00043505938757769347 0.0019902430889999719 0.00072069223388211939 0.0017565875765021958 -0.00052945987262589876 0.00027611963319911816 0.0010407643514515359 -0.0003156852925464588 0.00051530796734095767 -0.00081304822439984433 -0.0016312487323820897 9.607298247685154e-05 -6.9208365293304671e-05 0.00061290271495512952 -0.00044912459807243572 0.0002911746387741075 7.0029800991592731e-05 0.00071923383542391386 -0.00022794992725550778 -0.0007288738825588693
leaf_weight=69 46 86 48 70 50 47 66 51 46 78 53 46 95 2461 51 85 51 57 49 108 46
leaf_count=69 46 86 48 70 50 47 66 51 46 78 53 46 95 2461 51 85 51 57 49 108 46
internal_value=0 2.64076e-05 0.000330832 -1.46893e-05 0.000417381 0.000127624 2.43268e-05 -6.23395e-05 0.000200926 -4.62101e-05 -8.3991e-05 -6.92235e-05 -0.000461645 -4.70386e-05 0.000169107 6.34659e-05 -0.000165493 0.000120208 0.000377857 -3.20464e-05 -0.000531178
internal_weight=0 3713 444 3269 323 396 327 2946 221 170 2725 2672 141 2531 273 222 136 280 106 174 92
internal_count=3759 3713 444 3269 323 396 327 2946 221 170 2725 2672 141 2531 273 222 136 280 106 174 92
is_linear=0
shrinkage=0.0995203


Tree=6809
num_leaves=17
num_cat=0
split_feature=10 1 1 18 18 18 4 18 19 8 9 8 4 4 0 1
split_gain=0.0306465 0.00394659 0.0132521 0.00514444 0.00154566 0.003133 0.00350759 0.00293717 0.0014104 0.00141037 0.00187644 0.00182738 0.0017771 0.0030034 0.00148159 0.00117339
threshold=0.096215000000000023 -0.10241499999999999 -0.11467499999999999 0.26473000000000008 -0.16233499999999998 -0.097059999999999994 0.087155000000000024 -0.025879999999999997 0.088935000000000028 -0.11187999999999999 0.090150000000000022 -0.15368499999999999 0.13707500000000003 0.12631500000000004 -0.233955 0.0099250000000000015
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 -6 -7 -9 10 11 15 13 14 -11 -3
right_child=-2 3 -4 -5 5 7 -8 8 -10 12 -12 -13 -14 -15 -16 -17
leaf_value=0.00063412689794499673 0.0024296735043517897 0.00050081804960774618 0.0018873887973863016 0.00093146170851830779 0.00012651230541208512 0.00075455942071569429 -0.001076427541939247 0.00017837308531850021 -0.00034938656909534456 0.00034484739472909778 -0.00033402117221613349 0.00079649888702244256 -0.00055686630917281923 0.00059008463800344223 -7.8222714990947102e-05 -4.2116722929372251e-05
leaf_weight=51 53 58 46 55 48 73 46 188 68 84 57 56 70 71 2619 116
leaf_count=51 53 58 46 55 48 73 46 188 68 84 57 56 70 71 2619 116
internal_value=0 1.91598e-05 0.000273487 -2.2093e-05 0.000115137 5.06279e-05 -0.000453452 0.000197139 3.49891e-05 -3.91049e-05 0.000170411 0.000298982 -6.05359e-05 -4.77162e-05 -6.47723e-05 0.000134157
internal_weight=0 3706 520 3186 474 423 94 329 256 3131 287 230 2844 2774 2703 174
internal_count=3759 3706 520 3186 474 423 94 329 256 3131 287 230 2844 2774 2703 174
is_linear=0
shrinkage=0.0995203


Tree=6810
num_leaves=18
num_cat=0
split_feature=10 3 18 8 3 9 10 5 20 5 0 9 21 0 38 4 3
split_gain=0.0248478 0.00358388 0.020832 0.00480375 0.0107374 0.00382014 0.00231124 0.00233706 0.00163952 0.00236094 0.00138571 0.0024378 0.00164401 0.00116737 0.00152424 0.00160149 0.000549173
threshold=0.096215000000000023 0.082130000000000022 -0.094939999999999997 -0.11061499999999999 0.088115000000000013 -0.20504500000000001 0.087275000000000019 0.63223000000000018 -0.046109999999999991 -0.082635 -0.051394999999999996 0.11351500000000002 0.089785000000000018 0.019150000000000004 -0.077195 0.11092500000000002 0.11721500000000003
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 -3 -6 7 10 9 -7 11 -5 -12 14 -4 -16 -10
right_child=-2 3 13 6 5 8 -8 -9 16 -11 12 -13 -14 -15 15 -17 -18
leaf_value=0.0022960078099307788 0.0021878718207036232 0.0016909869054381327 -0.00034935816345773392 -5.156978547541251e-05 0.00081222488196934213 0.00068938148674968275 0.00064073115535043452 -0.00075882258544257976 -0.00013565543193753683 -0.00025167455011977625 0.00031273076808449688 -0.00048522546370818301 -0.00014529652111261562 -0.00044507171352605606 1.1000359516668741e-05 0.00073865859310462564 -0.00057669044323549858
leaf_weight=46 53 50 53 2519 61 53 47 47 81 51 208 136 121 50 86 48 49
leaf_count=46 53 50 53 2519 61 53 47 47 81 51 208 136 121 50 86 48 49
internal_value=0 1.7319e-05 0.000357769 -1.05889e-05 0.000341253 0.00010971 -5.02914e-05 -6.12767e-05 -6.99262e-05 0.000220031 -5.00156e-05 -7.40918e-05 0.000141789 -1.49759e-05 9.56453e-05 0.000277763 -0.000308189
internal_weight=0 3706 283 3423 345 295 3078 3031 234 104 2984 2655 329 237 187 134 130
internal_count=3759 3706 283 3423 345 295 3078 3031 234 104 2984 2655 329 237 187 134 130
is_linear=0
shrinkage=0.0995203


Tree=6811
num_leaves=14
num_cat=0
split_feature=27 18 18 18 10 10 4 4 0 5 2 23 2
split_gain=0.0201636 0.00318955 0.0248561 0.00311905 0.00188096 0.00303699 0.00177539 0.00315036 0.00292168 0.00241982 0.00142516 0.00241001 0.00175405
threshold=0.11470500000000003 -0.10082999999999999 -0.10872 0.26473000000000008 0.090150000000000022 0.086175000000000015 0.10098000000000003 0.087155000000000024 -0.050494999999999991 0.27287000000000011 0.097745000000000012 -0.046924999999999994 0.12875500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 10 7 8 9 -1 11 -3 -12
right_child=-2 3 -4 -5 -6 -7 -8 -9 -10 -11 12 -13 -14
leaf_value=0.00022296226369337405 0.0017810250619295692 -0.0007578089663914288 0.0024253870708711559 0.00063779678262413124 -0.00054520581574027643 0.00076679356157429096 0.00052121054510730427 -0.00083397741060807821 0.00057834277363617511 -0.00038737693823179931 0.00048417465843620788 -5.1706757502728508e-05 5.2801170003146798e-06
leaf_weight=114 65 49 47 69 71 47 60 46 78 145 106 2584 278
leaf_count=114 65 49 47 69 71 47 60 46 78 145 106 2584 278
internal_value=0 1.25296e-05 0.000249144 -2.34012e-05 -3.82151e-05 -2.61997e-05 1.64073e-05 -6.05367e-05 4.26077e-05 -0.000115573 -3.88246e-05 -6.51582e-05 0.000139607
internal_weight=0 3694 490 3204 3135 3064 443 383 337 259 3017 2633 384
internal_count=3759 3694 490 3204 3135 3064 443 383 337 259 3017 2633 384
is_linear=0
shrinkage=0.0995203


Tree=6812
num_leaves=17
num_cat=0
split_feature=28 23 0 2 6 5 1 8 8 26 26 9 0 9 8 5
split_gain=0.0110186 0.00359721 0.0037699 0.00408464 0.00880911 0.00406737 0.0201092 0.00242794 0.00248738 0.00227692 0.00520881 0.00402719 0.00217396 0.00412384 0.00215805 0.00199117
threshold=0.079615000000000019 0.086650000000000019 -0.15137999999999999 0.09556000000000002 -0.09416999999999999 -0.095609999999999987 -0.077084999999999987 -0.086914999999999992 -0.087444999999999995 0.10144500000000002 0.098185000000000022 0.095415000000000014 -0.12236 0.11351500000000002 -0.090440000000000006 -0.086109999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 -5 6 -4 8 15 10 -9 -11 -8 -14 -1 -7
right_child=-2 -3 5 4 -6 7 12 9 -10 11 -12 -13 13 -15 -16 -17
leaf_value=0.00037036571644151603 0.0010471658668584605 -0.00081487464198836432 -0.0022890114525962852 0.0015430821063718981 -1.5281992670300368e-05 0.00041911794827931227 -0.00062202696740528438 -0.00011954390484238622 0.00076805905611936412 0.00069956584718860874 -0.0011960043308301782 -7.532122058379169e-05 3.5037398609521628e-05 -0.00075996545975370909 -0.00039960071376272065 -3.3261906055933493e-05
leaf_weight=59 87 66 48 62 83 121 89 1623 54 91 46 241 422 76 91 462
leaf_count=59 87 66 48 62 83 121 89 1623 54 91 46 241 422 76 91 462
internal_value=0 -8.56516e-05 -7.19332e-05 0.000268041 0.000645408 -0.000102826 -0.000329171 -4.80312e-05 0.000120599 -0.000102122 -0.000149703 0.000134607 -0.000167516 -8.46446e-05 -9.12897e-05 5.92241e-05
internal_weight=0 3634 3568 295 145 3273 635 2638 637 2001 1669 332 587 498 150 583
internal_count=3721 3634 3568 295 145 3273 635 2638 637 2001 1669 332 587 498 150 583
is_linear=0
shrinkage=0.0995203


Tree=6813
num_leaves=22
num_cat=0
split_feature=28 23 6 6 9 8 9 1 17 9 9 9 5 18 17 8 6 3 18 18 2
split_gain=0.00893665 0.00291517 0.00188001 0.0103916 0.0144058 0.0031852 0.00416057 0.00740816 0.00315897 0.00325738 0.00344134 0.00471587 0.00188373 0.0049386 0.00448897 0.00357417 0.00227684 0.0022193 0.00139962 0.00357537 0.00240553
threshold=0.079615000000000019 0.086650000000000019 0.085570000000000021 0.082060000000000022 0.084380000000000024 0.0012600000000000003 0.11351500000000002 0.10637500000000003 0.07134500000000002 0.085610000000000019 0.08938500000000002 0.091750000000000012 -0.013050000000000001 -0.0092699999999999987 -0.095109999999999986 -0.079219999999999999 0.098855000000000012 0.08895500000000002 0.092545000000000016 0.088635000000000019 -0.080555000000000002
decision_type=2 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 18 7 -7 12 -10 -11 -12 13 -4 17 -16 -15 -14 19 -1 -20
right_child=-2 -3 8 4 -6 6 -8 -9 9 10 11 -13 14 16 15 -17 -18 -19 20 -21 -22
leaf_value=-3.7309168741711203e-06 0.00094295180541149979 -0.00073377812974297757 0.0012174700113733305 -0.0022265279176743131 -5.0688738556243032e-05 -0.0003684054385601271 -0.001014515067519097 0.0009551556773383439 0.00042035800119366546 -0.0011948690803057853 0.00059546449749542699 -0.00052813383658147583 -1.0401435513893792e-05 0.00029681309728224866 -5.8336338662744053e-05 -0.00086528455906295155 -0.00025230153948926372 0.00057253955407238493 0.00032419012608948046 0.00084308581949713208 -0.0004170165845788766
leaf_weight=1504 87 66 49 54 70 281 71 49 56 46 50 138 119 284 200 76 100 135 56 51 179
leaf_count=1504 87 66 49 54 70 281 71 49 56 46 50 138 119 284 200 76 100 135 56 51 179
internal_value=0 -7.71948e-05 -6.48201e-05 -0.000118045 -0.00100483 -6.74829e-05 -0.000321072 -0.000169396 3.28624e-05 -0.000254188 -0.000419116 -0.00022495 0.000120156 0.000274182 -4.13673e-06 -0.000283506 0.000151683 0.000296207 -1.0216e-05 2.35161e-05 -0.000236905
internal_weight=0 3634 3568 2315 124 2191 401 330 1253 290 234 188 963 433 530 276 384 254 1790 1555 235
internal_count=3721 3634 3568 2315 124 2191 401 330 1253 290 234 188 963 433 530 276 384 254 1790 1555 235
is_linear=0
shrinkage=0.0995203


Tree=6814
num_leaves=19
num_cat=0
split_feature=27 18 10 23 0 17 5 5 5 3 17 3 6 2 2 6 3 3
split_gain=0.00385615 0.0107005 0.00402334 0.0022749 0.00338599 0.00539098 0.00487394 0.00451642 0.0177481 0.0025704 0.00183175 0.00374773 0.00231496 0.00115038 0.00251878 0.00153904 0.00148581 0.00121869
threshold=0.076710000000000014 -0.086319999999999994 0.090150000000000022 0.086650000000000019 -0.15137999999999999 -0.067864999999999995 -0.50544999999999984 -0.095609999999999987 -0.11065499999999999 0.14166500000000004 0.07134500000000002 0.086965000000000028 0.11229000000000001 -0.046564999999999995 -0.01042 -0.036009999999999993 0.11523000000000001 0.10457000000000002
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 -1 -7 8 9 -6 12 -12 -9 15 17 -3 -16 -15
right_child=1 13 -4 -5 7 6 -8 10 -10 -11 11 -13 -14 14 16 -17 -18 -19
leaf_value=-0.00053842280835131589 0.001618873199948566 -0.00044030608198812333 -0.0009216410247768962 -0.00073022258504634816 -0.00020850743105931189 7.0408121928715314e-05 0.0011605256914528814 -1.641145552264577e-05 -0.0018057089686945259 0.00052277109411201408 0.00050512435906561201 -0.00034787879499214707 0.00047668902914457025 0.00016523387037737809 0.00018417407720915362 0.000187000775396871 -0.00055731920111988487 0.00086265274820458726
leaf_weight=54 49 85 56 51 378 86 80 1964 72 54 59 351 99 50 60 69 47 57
leaf_count=54 49 85 56 51 378 86 80 1964 72 54 59 351 99 50 60 69 47 57
internal_value=0 0.000236759 -8.40768e-05 -6.9384e-05 -5.85859e-05 0.000317374 0.000600698 -8.66444e-05 -0.000358328 -0.000115203 -3.09439e-05 -0.000223133 6.85483e-06 5.05028e-05 0.000201439 -0.000153924 -0.000133878 0.000544407
internal_weight=0 417 3304 3248 3197 220 166 2977 504 432 2473 410 2063 368 214 154 107 107
internal_count=3721 417 3304 3248 3197 220 166 2977 504 432 2473 410 2063 368 214 154 107 107
is_linear=0
shrinkage=0.0995203


Tree=6815
num_leaves=12
num_cat=0
split_feature=28 24 19 9 26 9 26 26 18 8 9
split_gain=0.00695682 0.00235022 0.00177019 0.00133165 0.00611937 0.00629231 0.00353069 0.00293226 0.00236297 0.00168682 0.00133559
threshold=0.080375000000000016 -0.070599999999999996 0.13872000000000004 0.11408000000000003 0.11991000000000003 0.095415000000000014 0.15583500000000003 0.11538500000000003 0.10307000000000002 -0.051259999999999993 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 8 10 9 -5 -3
right_child=-2 2 -4 6 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.00076438174894176544 0.00085713219997004294 4.5895321377817418e-05 -0.00059622713549458404 0.00053085834947821172 0 -0.0013721927635795275 0.00096697975723932514 0.00058964628819762666 -0.00062507207170176254 -0.00019946329731159189 -9.3125607856461089e-05
leaf_weight=47 83 1006 59 71 64 70 46 73 46 54 2102
leaf_count=47 83 1006 59 71 64 70 46 73 46 54 2102
internal_value=0 -6.38542e-05 -5.44575e-05 -4.51758e-05 -6.09981e-05 -0.000720091 0.000192761 -3.29764e-05 -1.07217e-05 0.00020881 -4.78638e-05
internal_weight=0 3638 3591 3532 3315 134 217 3181 171 125 3108
internal_count=3721 3638 3591 3532 3315 134 217 3181 171 125 3108
is_linear=0
shrinkage=0.0995203


Tree=6816
num_leaves=19
num_cat=0
split_feature=21 21 2 20 3 3 21 10 20 21 21 3 3 8 8 9 6 9
split_gain=0.00314714 0.0157588 0.00441736 0.00493615 0.00316338 0.00487912 0.00300066 0.00270946 0.00210244 0.00766716 0.00276675 0.00220651 0.00587904 0.00181873 0.00402229 0.00145561 0.00202574 0.00198814
threshold=-0.015149999999999999 -0.026109999999999998 -0.084924999999999987 -0.0094199999999999996 0.097595000000000029 0.10850000000000003 -0.08564999999999999 0.089090000000000016 -0.085594999999999991 0.087570000000000023 -1.0000000180025095e-35 0.089605000000000018 0.10850000000000003 0.097995000000000013 0.15415000000000004 0.10371500000000002 -0.101065 0.097365000000000021
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 -6 -1 8 9 -2 -10 -11 -13 15 -15 17 -17 -12
right_child=7 -3 3 -5 5 -7 -8 -9 10 11 13 12 -14 14 -16 16 -18 -19
leaf_value=1.6794713867180587e-05 0.0010920413102050767 -0.0019630496154512964 0.00042335776683769308 -0.0011563486212758036 -0.0011768161597819915 7.8700000490396923e-05 0.001004874893767087 -0.00055086273031963891 -0.00076721120869013555 -0.00065084438498924548 -2.8649341703540991e-05 0.00077116647796585873 -0.0004367290503009707 0.00097010642295379599 -0.00012877309183763312 -0.00083011512349652537 -0.00011139252930821031 0.0003652608415006502
leaf_weight=88 79 50 73 56 49 79 48 91 49 48 2369 74 86 58 74 50 192 134
leaf_count=88 79 50 73 56 49 79 48 91 49 48 2369 74 86 58 74 50 192 134
internal_value=0 -0.000298195 -8.42985e-05 -0.00032871 -9.40515e-05 -0.000395532 0.000371548 -1.53514e-05 0 0.000256863 -2.53972e-05 -5.64083e-05 0.000116806 -1.24783e-05 0.000347866 -3.01046e-05 -0.000263272 -7.234e-06
internal_weight=0 443 393 257 201 128 136 3304 3213 287 2926 208 160 2877 132 2745 242 2503
internal_count=3747 443 393 257 201 128 136 3304 3213 287 2926 208 160 2877 132 2745 242 2503
is_linear=0
shrinkage=0.0995203


Tree=6817
num_leaves=17
num_cat=0
split_feature=0 21 21 20 21 20 3 3 12 20 20 3 21 3 17 1
split_gain=0.00261739 0.0015247 0.00965352 0.00194997 0.00612579 0.00214806 0.00178516 0.00494322 0.00151017 0.00149317 0.00256106 0.00172425 0.00132482 0.00128356 0.00126936 0.00138112
threshold=-0.26289499999999993 -0.015724999999999999 -0.042694999999999997 -0.085594999999999991 0.087570000000000023 -0.083495 0.089605000000000018 0.10850000000000003 -0.082629999999999995 -0.0088249999999999978 -0.014534999999999999 0.093835000000000016 -0.091869999999999993 0.10960500000000002 -0.56005499999999986 -0.49056499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 -3 -5 -6 -8 -7 10 11 12 -2 -13 -10 -16
right_child=1 3 -4 5 6 8 7 -9 14 -11 -12 13 -14 -15 15 -17
leaf_value=-0.00078298226230670977 1.6383933480045001e-05 0.00095139952983891191 -0.0012620264474389868 -0.00059388843436466044 -0.00056428904666068567 -0.00054009532987788335 0.00070842871444967736 -0.00038352357028900968 -0.00042858387190323018 -0.00043015074681970386 0.00074413492932388925 0.00063308015671526322 -0.00067593845087829678 -2.6690050063041041e-05 0.00031952318560526802 -1.7605930454301563e-05
leaf_weight=47 51 84 72 67 51 55 75 90 71 63 51 46 54 74 126 2670
leaf_count=47 51 84 72 67 51 55 75 90 71 63 51 46 54 74 126 2670
internal_value=0 -3.45698e-05 -0.000215409 -1.17229e-05 0.000229784 -3.62363e-05 -4.70543e-05 0.000107857 -2.31695e-05 4.46696e-06 0.000106639 -3.42215e-05 -0.000331871 0.0002194 -1.29673e-05 -2.12063e-06
internal_weight=0 3700 411 3289 300 2989 216 165 2922 339 276 225 105 120 2867 2796
internal_count=3747 3700 411 3289 300 2989 216 165 2922 339 276 225 105 120 2867 2796
is_linear=0
shrinkage=0.0995203


Tree=6818
num_leaves=20
num_cat=0
split_feature=21 21 2 20 5 3 10 2 20 21 21 18 6 8 8 8 26 18 20
split_gain=0.00211454 0.0069187 0.0024886 0.00379172 0.00339756 0.00522436 0.00222564 0.00191465 0.00154869 0.00551499 0.00248702 0.00191334 0.00208245 0.00157448 0.0033852 0.00132711 0.00117278 0.00130991 0.00100346
threshold=-0.015724999999999999 -0.029689999999999998 -0.084924999999999987 -0.0094199999999999996 -0.019465 0.10726500000000001 0.090005000000000016 -0.087245000000000003 -0.085594999999999991 0.087570000000000023 -1.0000000180025095e-35 0.096280000000000018 -0.091244999999999993 0.097995000000000013 0.15415000000000004 1.0000000180025095e-35 0.26711000000000013 -0.112385 -0.057024999999999999
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 5 -4 8 -1 9 -2 -10 12 -11 16 -15 -14 17 -12 -18
right_child=6 -3 3 -5 -6 -7 -8 -9 10 11 13 -13 15 14 -16 -17 18 -19 -20
leaf_value=-2.563351579090854e-05 0.00091779117264811124 -0.0013487411015683044 -0.0010246935020228681 -0.001009465748709693 0.00046394663866735291 0.00024909901459793942 -0.00051512078748920014 0.00075580520504276154 -0.00069656417989723762 0.00028215209211055674 0.00020529466296006799 0.00041669240200040521 -0.00087991639612012814 0.00088171954384944171 -0.0001161238074576907 -0.00012857808142029869 -0.00068839500624493009 -3.4353057132408601e-05 -4.7975362231984724e-05
leaf_weight=86 81 50 64 56 72 62 85 47 53 48 249 61 49 60 74 50 48 2397 55
leaf_count=86 81 50 64 56 72 62 85 47 53 48 249 61 49 60 74 50 48 2397 55
internal_value=0 -0.000245723 -0.000101099 -0.000285211 -7.62366e-05 -0.00039141 -1.24411e-05 0.000244359 5.53965e-07 0.000220615 -2.08286e-05 -4.69455e-05 -0.000244908 -8.12214e-06 0.000324563 -0.000508722 -2.46367e-05 -1.14918e-05 -0.000354371
internal_weight=0 437 387 254 198 126 3310 133 3225 289 2936 208 147 2883 134 99 2749 2646 103
internal_count=3747 437 387 254 198 126 3310 133 3225 289 2936 208 147 2883 134 99 2749 2646 103
is_linear=0
shrinkage=0.0995203


Tree=6819
num_leaves=12
num_cat=0
split_feature=0 5 30 18 21 21 20 17 29 1 21
split_gain=0.00193793 0.0014969 0.00129866 0.00145519 0.00124843 0.00657949 0.0023855 0.00518372 0.0019376 0.00109276 0.000761162
threshold=-0.26289499999999993 0.63455500000000009 0.11955500000000002 0.22074500000000005 -0.015724999999999999 -0.042694999999999997 -0.085594999999999991 0.0021900000000000005 0.097705000000000028 -0.025874999999999999 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 9 7 -6 -8 -2 -5
right_child=1 -3 -4 10 6 -7 8 -9 -10 -11 -12
leaf_value=-0.00067174105976508742 -0.00036869313323123118 -0.00052123488369204963 0.0004470415825898323 -0.00011145405149652199 5.8092770747043986e-05 -0.0010432872673597009 -9.3126277350325861e-06 0.0011752238510408827 -0.00064114498958060167 9.5044284359728791e-05 -0.00069296147497992526
leaf_weight=47 62 60 58 49 192 72 2791 53 49 266 48
leaf_count=47 62 60 58 49 192 72 2791 53 49 266 48
internal_value=0 -2.76668e-05 -1.93062e-05 -2.70859e-05 -1.62585e-05 -0.000181735 4.93174e-06 0.000303099 -2.05022e-05 4.89075e-06 -0.00040765
internal_weight=0 3700 3640 3582 3485 400 3085 245 2840 328 97
internal_count=3747 3700 3640 3582 3485 400 3085 245 2840 328 97
is_linear=0
shrinkage=0.0995203


Tree=6820
num_leaves=18
num_cat=0
split_feature=8 8 2 3 29 9 5 5 11 26 19 5 9 3 3 6 6
split_gain=0.00368581 0.0113152 0.00253928 0.00206352 0.0015718 0.0019613 0.00259971 0.00234838 0.00414017 0.00240417 0.00192739 0.00183908 0.00148999 0.0014405 0.000664056 0.0013242 0.000947048
threshold=-0.096609999999999988 -0.105475 0.50951500000000005 0.14940500000000004 0.097185000000000021 -0.090699999999999989 -0.056974999999999998 -0.49053999999999998 -0.08577499999999999 -0.051374999999999997 -0.10411999999999999 -0.53715999999999997 -0.076039999999999983 0.12274500000000002 0.087675000000000017 0.031195000000000007 0.082725000000000021
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 -2 9 -9 -7 -10 -11 -12 14 16 -16 -1
right_child=4 -3 -4 -5 -6 7 -8 8 10 11 12 -13 -14 -15 15 -17 -18
leaf_value=-0.00022693465917599949 -0.00082750719765191307 -0.0013594379718327278 0.00056344233905869306 -0.00076168276569373191 0.00056269473610151078 0.00092197022549321648 0.00013194530403584867 -0.00084062702312043475 0.00064142714140715353 0.00047177321237518307 0.00047231980371953728 -0.0003111661755192333 -6.1163308854728048e-06 0.00037033090099464964 -0.00012163054418314927 -0.00074712032726425681 0.00036606798282427376
leaf_weight=61 63 80 54 50 51 55 48 57 48 66 66 53 2715 59 141 46 47
leaf_count=61 63 80 54 50 51 55 48 57 48 66 66 53 2715 59 141 46 47
internal_value=0 -0.000266799 -7.41572e-05 -0.000161407 1.44352e-05 5.35921e-06 -0.000405234 2.05208e-05 -6.03371e-07 0.000375596 1.60325e-05 0.00011619 4.94378e-06 -7.431e-05 -0.000166013 -0.000279872 2.35515e-05
internal_weight=0 538 458 404 3222 3171 111 3060 2886 174 2829 119 2781 354 295 187 108
internal_count=3760 538 458 404 3222 3171 111 3060 2886 174 2829 119 2781 354 295 187 108
is_linear=0
shrinkage=0.0995203


Tree=6821
num_leaves=25
num_cat=0
split_feature=6 3 0 3 21 6 3 9 3 6 0 3 26 27 9 9 3 26 9 3 3 21 5 0
split_gain=0.00202773 0.00195001 0.00335378 0.0244149 0.00238983 0.0017456 0.00437914 0.00468212 0.00301565 0.00240146 0.00213258 0.00163769 0.00527242 0.0017972 0.00159641 0.00545059 0.00211146 0.00156119 0.00295609 0.00173668 0.00267598 0.00247694 0.000707874 0.000612341
threshold=-0.55466499999999985 0.089655000000000026 -0.09937 0.086605000000000029 0.083750000000000019 0.087670000000000012 0.085965000000000028 0.089255000000000015 0.084735000000000019 0.087235000000000021 -0.082885 0.090595000000000023 0.089880000000000029 -0.032854999999999995 0.088825000000000029 0.08735500000000003 0.08777500000000002 0.26711000000000013 0.11156500000000001 0.11125500000000002 0.11308000000000003 0.11987500000000002 -0.01504 -0.1525
decision_type=2 2 2 2 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 23 9 8 10 -7 14 -8 12 22 -13 15 -4 -16 19 -19 21 -21 -15 -3 -2
right_child=1 11 5 -5 -6 6 7 -9 -10 -11 -12 13 -14 17 16 -17 -18 18 -20 20 -22 -23 -24 -25
leaf_value=-0.00068011154452006744 -0.00032284014489912185 0.00017826423185772437 1.5178280110627297e-05 -0.0021850439937545025 0.00078804826535505918 -0.00020685765705470531 -0.00015912479044068994 -0.00092727464793722586 -0.0012197743521915941 0.00069070346364893086 0.00042412475862850025 0.00051031098602272163 0.0011385686355696958 -1.8890239461462815e-05 0 -0.0010053271681188362 0.00085020762012981681 -0.0009443340359109885 0.00012704952477336952 0.000767999838638272 8.5523785427157667e-05 -0.0007432017150732726 -0.00036798592062290168 0.00017264746501346182
leaf_weight=46 48 46 680 59 48 61 109 46 60 52 140 72 55 1104 76 56 47 48 52 63 648 49 46 49
leaf_count=46 48 46 680 59 48 61 109 46 60 52 140 72 55 1104 76 56 47 48 52 63 648 49 46 49
internal_value=0 -1.46605e-05 -0.000100936 -0.000477006 0.000212343 -4.25057e-05 -0.000211692 -2.1078e-06 -0.000715896 3.38532e-05 0.000165519 4.5472e-05 0.000366627 2.18824e-05 -4.95661e-06 -6.13567e-05 0.000325871 3.55987e-06 -0.000379029 2.45242e-05 0.000147148 -5.03819e-05 -8.59628e-05 -6.41029e-05
internal_weight=0 3714 1531 204 145 1327 416 295 121 911 249 2183 147 2036 859 736 123 1964 100 1864 711 1153 92 97
internal_count=3760 3714 1531 204 145 1327 416 295 121 911 249 2183 147 2036 859 736 123 1964 100 1864 711 1153 92 97
is_linear=0
shrinkage=0.0995203


Tree=6822
num_leaves=17
num_cat=0
split_feature=8 8 2 1 7 2 18 18 17 21 21 9 3 18 5 26
split_gain=0.00288354 0.00922587 0.00206056 0.00200622 0.00195726 0.00215121 0.00181607 0.0014751 0.00546063 0.00153448 0.00201384 0.000868739 0.000782706 0.00114034 0.00137011 0.000915021
threshold=-0.096609999999999988 -0.105475 0.50951500000000005 0.41379000000000005 -0.080929999999999988 0.12185000000000003 0.15891500000000006 0.11769500000000002 0.07134500000000002 0.13922500000000004 0.12684000000000004 0.093235000000000026 0.12274500000000002 0.090285000000000018 -0.084089999999999984 0.089150000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -2 6 7 9 -9 10 -6 -8 13 15 -15 -1
right_child=4 -3 -4 -5 5 -7 11 8 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.00013029984775326039 -0.00062219934501375534 -0.0012206916934852762 0.00051423296956659812 -0.00067072832700957273 1.1242901615203392e-05 0.00054418973326809267 -0.00010237100307503429 0.00088382699604394837 -0.00035973221362511443 0.00057375608300075105 -0.00065269879227949619 -0.00069921505883116053 0.0002346269202951851 -0.00076715185277029978 -3.0304686707352959e-05 0.00036454685176312248
leaf_weight=107 47 80 54 60 2760 77 54 80 61 47 46 50 76 49 56 56
leaf_count=107 47 80 54 60 2760 77 54 80 61 47 46 50 76 49 56 56
internal_value=0 -0.000234075 -5.9953e-05 -0.000138727 1.46705e-05 2.43561e-05 1.11715e-05 2.56297e-05 0.000340027 9.8047e-06 6.68593e-08 -0.000397187 -4.35562e-05 -0.000125499 -0.000381963 3.46866e-05
internal_weight=0 538 458 404 3222 3175 3098 2994 141 2853 2806 104 344 268 105 163
internal_count=3760 538 458 404 3222 3175 3098 2994 141 2853 2806 104 344 268 105 163
is_linear=0
shrinkage=0.0995203


Tree=6823
num_leaves=20
num_cat=0
split_feature=8 8 4 3 8 26 18 3 18 1 1 18 26 1 21 19 18 8 18
split_gain=0.00252137 0.0163614 0.00203945 0.00346306 0.00296046 0.00195008 0.00128918 0.00320308 0.00142006 0.00200884 0.00290577 0.00180509 0.00183257 0.00219196 0.00202623 0.00183929 0.0014498 0.00221583 0.00126488
threshold=-0.10115999999999999 -0.11061499999999999 0.14727500000000002 0.13345500000000002 -0.51030999999999993 0.10725000000000003 0.15891500000000006 0.10871500000000002 0.10554500000000001 -0.077634999999999996 -0.072005 0.098305000000000017 -0.23033499999999998 0.51390500000000017 0.10237500000000002 0.11219500000000003 0.11906500000000002 -0.054384999999999996 0.10085500000000001
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 18 8 -8 11 -10 -11 12 14 15 -2 -14 -12 -18 -6
right_child=6 -3 -4 -5 5 -7 7 -9 9 10 16 -13 13 -15 -16 -17 17 -19 -20
leaf_value=0.00075668583327558308 4.5166691966878824e-05 -0.0019957434425617007 0.00056332444257271093 -0.00072441766753926821 -9.3300600119943815e-05 -0.00061619518297746894 0.00014314906391189129 -0.00094458573239644824 -0.00016901422367394768 0.0011000646305749228 -0.0002476932153997911 -0.0004656780395470312 -9.5243210331520305e-07 -0.00058046608812515102 0.00089041460277224495 0.00048044508158486541 -3.9149528182731914e-05 0.00088784264675874759 0.00048890316250179225
leaf_weight=47 71 47 49 75 157 57 60 47 81 47 48 79 2555 63 49 81 50 49 48
leaf_count=47 71 47 49 75 157 57 60 47 81 47 48 79 2555 63 49 81 50 49 48
internal_value=0 -0.000231809 -3.84515e-05 -0.000117373 2.73193e-05 -0.000100397 1.22526e-05 -0.00032699 2.39505e-05 0.000240121 0.000415165 3.155e-06 1.6584e-05 -3.21529e-08 0.000397132 1.35296e-05 0.000190614 0.000411396 3.90271e-05
internal_weight=0 480 433 384 309 262 3280 107 3173 275 194 2898 2819 2699 120 2636 147 99 205
internal_count=3760 480 433 384 309 262 3280 107 3173 275 194 2898 2819 2699 120 2636 147 99 205
is_linear=0
shrinkage=0.0995203


Tree=6824
num_leaves=15
num_cat=0
split_feature=4 21 21 20 8 8 3 17 8 17 20 21 21 4
split_gain=0.00244433 0.00251304 0.00246765 0.00212344 0.00187612 0.00261069 0.00217078 0.00381723 0.0031662 0.00184551 0.0022978 0.00176109 0.00126163 0.00112525
threshold=0.15730000000000002 0.15544000000000005 0.14016000000000003 0.084680000000000019 -0.087770000000000001 -0.10833 0.086850000000000024 -0.21387500000000001 -0.086404999999999996 -0.12647999999999998 0.096815000000000026 0.090715000000000032 0.096230000000000024 0.13210500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 13 7 -6 -8 -5 -11 -7 -12 -1
right_child=-2 -3 -4 9 6 11 8 -9 -10 10 12 -13 -14 -15
leaf_value=-0.00018249344982915522 -0.00068410511612869483 0.00062031014007395667 -0.00068215256464073748 -0.0002476032132177277 0.00059256412543254213 0.00018712757395292036 -0.00055388866041093459 -0.00030639959923110056 2.9472554395581124e-05 0.00096465542982570901 -0.00010871316236396175 0.00071487265461350595 0.00046551275383541961 0.00025777110988533429
leaf_weight=268 50 67 51 49 51 414 97 506 1842 57 65 76 85 72
leaf_count=268 50 67 51 49 51 414 97 506 1842 57 65 76 85 72
internal_value=0 1.62543e-05 4.88894e-06 1.48995e-05 -6.11782e-06 0.000123218 -4.94542e-05 -0.000222619 0 0.000291158 0.000422646 0.000270653 0.000211224 -8.68532e-05
internal_weight=0 3700 3633 3582 3326 830 2496 557 1939 256 207 490 150 340
internal_count=3750 3700 3633 3582 3326 830 2496 557 1939 256 207 490 150 340
is_linear=0
shrinkage=0.0995203


Tree=6825
num_leaves=15
num_cat=0
split_feature=30 1 3 2 3 2 2 6 1 0 27 4 6 4
split_gain=0.00226201 0.00208417 0.00232612 0.00214356 0.00645609 0.00572212 0.0020357 0.00261713 0.00199869 0.00416228 0.00203799 0.00192292 0.0015023 0.000625927
threshold=0.12577500000000003 0.50996500000000011 0.12168500000000003 0.12875500000000004 0.12212000000000002 0.10924500000000002 0.0040650000000000018 -0.087825 -0.083284999999999984 -0.082224999999999993 -0.088359999999999994 0.085830000000000017 -0.072834999999999997 0.11259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 13 6 8 -8 9 -1 -10 -9 -6 -5
right_child=-2 2 -4 4 12 -7 7 11 10 -11 -12 -13 -14 -15
leaf_value=-0.00039064905233323992 -0.00067967012216554846 0.00075524431864277782 -1.5776797644026488e-05 -0.0011464260081253616 0.00058159407824262977 0.000835499153842805 -0.00076143573953112566 -0.00032614003007655289 -0.00056284864331199874 6.7571133460570416e-05 8.4385224268032299e-05 0.00041373854388890145 -0.00011578689586965573 -0.00059202094609409701
leaf_weight=323 47 78 73 53 53 83 77 91 49 495 2156 56 69 47
leaf_count=323 47 78 73 53 53 83 77 91 49 495 2156 56 69 47
internal_value=0 1.49556e-05 0.000377078 -2.08212e-07 -0.000299861 1.95228e-05 -1.08315e-06 -0.000290803 2.01139e-05 -0.000112363 6.9631e-05 -3.87126e-05 0.000180464 -0.000894042
internal_weight=0 3703 151 3552 222 3330 3247 224 3023 818 2205 147 122 100
internal_count=3750 3703 151 3552 222 3330 3247 224 3023 818 2205 147 122 100
is_linear=0
shrinkage=0.0995203


Tree=6826
num_leaves=14
num_cat=0
split_feature=4 6 9 9 9 6 5 26 2 2 8 2 8
split_gain=0.00191723 0.0023638 0.00187468 0.00262864 0.00255066 0.00221064 0.00550568 0.00679434 0.00211236 0.00500346 0.00260581 0.00138573 0.000595062
threshold=0.15730000000000002 0.18123500000000006 0.11351500000000002 0.10892000000000003 0.11741500000000002 0.098855000000000012 -0.052494999999999993 0.097315000000000026 -0.085599999999999996 -0.086050000000000001 -1.0000000180025095e-35 -0.055654999999999996 -0.054384999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 8 -7 -8 9 -1 -10 -6 -13
right_child=-2 -3 4 -5 11 6 7 -9 10 -11 -12 12 -14
leaf_value=-4.887931076460447e-05 -0.00060643035246666732 0.00053897489165773799 0.00083796608106618338 -0.00066394794285625869 -0.00029131981294992527 -0.0012543773978721186 -0.00034821732391100436 0.00094359100546832417 0.0001221368226124235 -0.0010489555651366409 -0.00016539672725574144 4.3540382228956561e-05 0.00055423640219982428
leaf_weight=806 50 83 60 61 62 47 191 51 1813 53 375 49 49
leaf_count=806 50 83 60 61 62 47 191 51 1813 53 375 49 49
internal_value=0 1.38327e-05 1.55578e-06 -1.64498e-05 0.000283299 -4.36467e-06 -0.00026762 -7.25938e-05 2.03357e-05 -0.000111537 7.24825e-05 7.01828e-05 0.000307242
internal_weight=0 3700 3617 3397 220 3336 289 242 3047 859 2188 160 98
internal_count=3750 3700 3617 3397 220 3336 289 242 3047 859 2188 160 98
is_linear=0
shrinkage=0.0995203


Tree=6827
num_leaves=16
num_cat=0
split_feature=30 1 8 2 3 2 17 20 2 1 18 20 8 3 3
split_gain=0.00179332 0.00175267 0.00318128 0.00175021 0.00534349 0.00483467 0.0025609 0.00190949 0.00294934 0.00439745 0.00254 0.0025798 0.00172409 0.00131097 0.00093057
threshold=0.12577500000000003 0.50996500000000011 -0.071594999999999992 0.12875500000000004 0.12212000000000002 0.10924500000000002 -0.012064999999999999 0.0074100000000000017 0.0040650000000000018 -0.018369999999999997 0.089365000000000014 0.10252000000000001 -0.087770000000000001 0.14058000000000004 0.12651000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 5 6 7 -5 8 12 -10 11 -9 -1 -6 -3
right_child=-2 2 -4 4 13 -7 -8 10 9 -11 -12 -13 -14 -15 -16
leaf_value=0.0001479387644054241 -0.00060577349035224675 0.00031760759273442705 0.0010249045828261577 -0.0002980834323197272 0.00056520018637103717 0.00076669007054074143 -0.0013314926008226749 0.00086174624344099874 4.1990487951931332e-05 -0.00093019142314169749 -0.0002557683300074874 0.00010287602789318426 -4.0665174111122022e-05 -9.3186908257211206e-05 -0.0002769941552648076
leaf_weight=614 47 55 47 51 49 83 49 84 96 86 67 100 2200 73 49
leaf_count=614 47 55 47 51 49 83 49 84 96 86 67 100 2200 73 49
internal_value=0 1.27172e-05 0.00034481 -1.17002e-06 -0.000271945 1.66359e-05 -0.000812641 -2.28497e-06 -2.46248e-05 -0.000412894 0.000261107 0.000453766 1.96303e-07 0.000164537 2.95873e-05
internal_weight=0 3703 151 3552 222 3330 100 3247 2996 182 251 184 2814 122 104
internal_count=3750 3703 151 3552 222 3330 100 3247 2996 182 251 184 2814 122 104
is_linear=0
shrinkage=0.0995203


Tree=6828
num_leaves=19
num_cat=0
split_feature=30 18 18 3 8 2 18 2 17 4 4 17 0 10 17 18 26 18
split_gain=0.00372798 0.00322795 0.00770273 0.0227941 0.0428313 0.00296867 0.00225197 0.0085123 0.00212428 0.00224792 0.00473038 0.0016204 0.00147594 0.00146568 0.00151792 0.00734686 0.00513169 0.00152986
threshold=0.11901000000000002 -0.082304999999999989 -0.089234999999999995 0.088805000000000023 -0.076704999999999995 -0.086304999999999993 -0.069565000000000002 -0.074304999999999996 -0.0064000000000000003 0.10098000000000003 0.089860000000000023 0.0065250000000000013 -0.074819999999999984 0.090150000000000022 0.51326500000000019 -0.055464999999999993 0.089795000000000028 -0.019539999999999998
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 -5 -4 7 11 9 10 12 -3 -1 14 15 -8 -16 -17
right_child=-2 6 3 4 -6 -7 13 -9 -10 -11 -12 -13 -14 -15 16 17 -18 -19
leaf_value=-0.0001937708452284425 -0.00079758447248965444 0.00026422266692756037 0.00075727434872816391 -0.0039861332587524789 0.00022525166413244383 -0.00021607118549505573 0.0011797827205697101 0.0014777309992902777 0.00047843752548024223 0.0004460523628117256 -0.0010967330176447328 -0.00054915283119689161 0.00013364520648221945 -0.00041763600043194694 0.00015825642018120896 -0.0002390781238983724 -0.0011175176678942644 5.0620531776357344e-05
leaf_weight=322 61 50 53 47 48 73 56 50 77 73 47 46 234 73 87 197 48 2092
leaf_count=322 61 50 53 47 48 73 56 50 77 73 47 46 234 73 87 197 48 2092
internal_value=0 -1.26981e-05 -0.000168175 -0.000684866 -0.00184966 0.000186855 4.31065e-05 0.000423539 -1.54435e-05 -7.29102e-05 -0.000137094 -0.000116992 -5.45011e-05 2.10298e-05 3.42722e-05 5.32485e-05 -0.000289288 2.53303e-05
internal_weight=0 3673 974 221 95 126 2699 146 753 676 603 96 556 2553 2480 2345 135 2289
internal_count=3734 3673 974 221 95 126 2699 146 753 676 603 96 556 2553 2480 2345 135 2289
is_linear=0
shrinkage=0.0995203


Tree=6829
num_leaves=26
num_cat=0
split_feature=30 3 3 3 1 9 8 3 21 3 0 0 20 0 21 26 26 26 1 1 9 4 9 3 8
split_gain=0.00305214 0.00130617 0.0289383 0.00336054 0.00533686 0.00296236 0.00258812 0.00512087 0.00634212 0.00518994 0.00183585 0.00620169 0.0053098 0.0023655 0.0015486 0.00284775 0.00250728 0.00333529 0.00302169 0.00169336 0.00309723 0.00370481 0.00304313 0.00223156 0.00146127
threshold=0.11290000000000001 0.088605000000000017 0.08895500000000002 0.087745000000000031 -0.010395 0.087885000000000019 -0.080569999999999989 0.086605000000000029 0.084795000000000023 0.084795000000000023 -0.085684999999999997 -0.085144999999999985 -0.081744999999999998 -0.084474999999999995 0.091135000000000022 0.15583500000000003 0.10393000000000002 0.095245000000000024 -0.076329999999999995 0.10637500000000003 0.08895500000000002 0.089280000000000012 0.088995000000000019 0.11225500000000002 -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
left_child=1 3 -3 6 5 -5 10 8 9 -8 12 -12 -1 -13 15 16 17 -4 -18 20 21 -16 -21 -22 -14
right_child=-2 2 14 4 -6 -7 7 -9 -10 -11 11 13 24 -15 19 -17 18 -19 -20 22 23 -23 -24 -25 -26
leaf_value=-0.00082727661248044055 -0.00063930098707312558 -0.001991614900950013 4.0518126956941956e-05 0.000547632253991463 0.0012609951452618386 -0.00036653081130158993 3.6671220939866583e-06 -0.0010120725334442102 0.00093210475698044676 -0.0010710910301944267 0.0013591082863567052 -0.00053230713717119973 0.00018637779182857728 0.00024264325296153178 -0.00092970007620751241 0.00084028071967439213 5.3832643295475844e-05 0.00055162341209228358 -0.00064284101198999017 0.00060231178302677993 -0.00020001998823863755 -0.00012844890386049809 -0.00030448971560607799 0.00028982925616235263 -0.00039420511812415424
leaf_weight=69 78 74 1030 74 57 66 175 66 54 59 46 47 361 220 98 46 141 145 107 82 227 144 65 155 48
leaf_count=69 78 74 1030 74 57 66 175 66 54 59 46 47 361 220 98 46 141 145 107 82 227 144 65 155 48
internal_value=0 -9.76455e-06 -5.52606e-05 6.8074e-05 0.000447769 0.000110822 2.03151e-06 -0.000220896 -3.67421e-05 -0.000263821 0.000102834 0.000290358 -1.8246e-05 0.000103163 8.34281e-06 6.86288e-05 4.3109e-05 0.000104287 -0.000243447 -0.000105459 -0.000177735 -0.000456305 0.000195776 0 0.000116239
internal_weight=0 3656 2314 1342 197 140 1145 354 288 234 791 313 478 267 2240 1469 1423 1175 248 771 624 242 147 382 409
internal_count=3734 3656 2314 1342 197 140 1145 354 288 234 791 313 478 267 2240 1469 1423 1175 248 771 624 242 147 382 409
is_linear=0
shrinkage=0.0995203


Tree=6830
num_leaves=20
num_cat=0
split_feature=4 18 26 3 3 18 2 27 0 20 0 3 3 4 3 17 0 1 5
split_gain=0.0027371 0.00265419 0.00529941 0.0143001 0.0245371 0.00478601 0.00405553 0.00371121 0.00277346 0.0024704 0.00285983 0.00246324 0.00305438 0.00274525 0.00330227 0.00144207 0.0053479 0.00363523 0.00112334
threshold=0.15730000000000002 -0.077844999999999998 0.085465000000000027 0.089095000000000021 0.08802500000000002 -0.069565000000000002 -0.076254999999999989 -0.01137 -0.072039999999999979 -0.077945 -0.078809999999999991 0.11308000000000003 0.10636500000000003 0.089860000000000023 0.087675000000000017 -0.56005499999999986 0.12433000000000002 -0.47779999999999995 0.5134350000000002
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 -4 -3 9 -7 -8 -5 -11 12 13 14 -1 -9 17 -17 -13
right_child=-2 5 3 6 -6 7 8 15 -10 10 -12 18 -14 -15 -16 16 -18 -19 -20
leaf_value=-6.0656973194950174e-05 -0.00075243007242200828 0.00086076612509375882 -0.00025181290461163876 -0.00020261521835187167 -0.0030365314294801436 -0.00081126076756961394 -0.0010620093035085428 -0.00044703840153451844 -5.4537654313434072e-05 -4.7157397800095283e-05 0.00090691513769139333 -5.6739622877114409e-05 0.00086628526779616345 -0.0005244177041098788 0.00053881855342908179 -0.0007419684986040855 0.0008401935406348684 4.2282650891235799e-05 -0.00077339688226092597
leaf_weight=248 50 69 89 76 49 52 50 59 63 51 74 46 51 69 142 60 82 2308 46
leaf_count=248 50 69 89 76 49 52 50 59 63 51 74 46 51 69 142 60 82 2308 46
internal_value=0 -1.06582e-05 -0.000144272 -0.000402001 -0.00124652 4.25778e-05 -2.82346e-05 2.0214e-05 -0.000507566 0.000237168 0.000511105 4.78785e-05 0.000134601 5.1519e-05 0.000155515 3.77729e-05 4.97821e-05 2.20657e-05 -0.000423967
internal_weight=0 3684 1054 452 138 2630 314 2561 113 201 125 602 510 459 390 2509 2450 2368 92
internal_count=3734 3684 1054 452 138 2630 314 2561 113 201 125 602 510 459 390 2509 2450 2368 92
is_linear=0
shrinkage=0.0995203


Tree=6831
num_leaves=18
num_cat=0
split_feature=11 11 17 17 9 4 6 3 5 26 6 6 17 2 6 9 26
split_gain=0.00249182 0.00303371 0.00245157 0.00516681 0.00940411 0.00292452 0.00365689 0.0158224 0.00270395 0.0049617 0.0154849 0.00448966 0.00759159 0.00717723 0.00585875 0.00345122 0.00260756
threshold=-0.37931999999999999 -0.11166 0.033280000000000011 0.0036400000000000009 0.086885000000000032 0.13707500000000003 0.092705000000000023 0.08895500000000002 -0.040404999999999996 0.096980000000000025 0.11413500000000003 0.098855000000000012 0.061900000000000018 -0.077849999999999989 0.090460000000000026 0.083715000000000026 0.093835000000000016
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 6 16 -8 11 10 15 12 13 -4 -14 -10 -3
right_child=1 2 8 4 -6 -7 7 -9 9 -11 -12 -13 14 -15 -16 -17 -18
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leaf_weight=68 49 1793 55 47 84 90 63 253 52 66 53 83 369 47 49 157 356
leaf_count=68 49 1793 55 47 84 90 63 253 52 66 53 83 369 47 49 157 356
internal_value=0 -7.59331e-06 -1.83516e-05 -6.67851e-05 -0.000676708 -3.51927e-05 -1.45072e-05 -0.000330841 0.000120503 0.000350493 0.00054612 -3.24201e-06 0.000103884 0.000874357 -8.21672e-05 0.000156594 3.16272e-05
internal_weight=0 3666 3617 2686 131 2555 2465 316 931 328 262 603 520 102 418 209 2149
internal_count=3734 3666 3617 2686 131 2555 2465 316 931 328 262 603 520 102 418 209 2149
is_linear=0
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Tree=6832
num_leaves=13
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split_feature=19 29 17 18 18 17 17 19 17 6 1 18
split_gain=0.0153206 0.00422862 0.00269248 0.00827523 0.00284205 0.0136852 0.00234894 0.00213154 0.00216659 0.0016399 0.00466305 0.00306825
threshold=0.14107000000000006 -0.14715999999999999 -0.56005499999999986 -0.060544999999999995 -0.092584999999999987 0.043850000000000007 -0.54441499999999998 -0.112555 -0.467555 0.11816500000000002 -0.049499999999999995 -0.049119999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -6 -4 -9 11 -11 -8
right_child=-2 2 4 -5 6 -7 9 8 -10 10 -12 -13
leaf_value=0.00095277384739268724 -0.0018036122152720847 0.00044599705350996583 0.00055366084764296014 -0.0013185099941314686 0.00075299614361105764 -0.0018232372920789076 0.00026834073284323629 -0.00047174719566923717 9.4958797194132892e-06 -0.00074723088067067819 0.00029025761730532435 2.0317136021660074e-06
leaf_weight=46 47 48 52 57 46 47 533 125 346 92 79 2218
leaf_count=46 47 48 52 57 46 47 533 125 346 92 79 2218
internal_value=0 4.4203e-06 -7.32982e-06 -0.000504082 7.18131e-06 -0.000196081 4.64933e-05 -4.82891e-05 -0.000116485 3.50909e-05 -0.000263136 5.39261e-05
internal_weight=0 3689 3643 105 3538 570 2968 523 471 2922 171 2751
internal_count=3736 3689 3643 105 3538 570 2968 523 471 2922 171 2751
is_linear=0
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Tree=6833
num_leaves=16
num_cat=0
split_feature=19 4 3 18 26 0 18 2 0 0 3 26 1 3 0
split_gain=0.0124242 0.00403897 0.00269066 0.00646457 0.00294347 0.00946156 0.00650653 0.00275546 0.00143322 0.00152637 0.00117948 0.00365839 0.00271089 0.0013984 0.000964079
threshold=0.14107000000000006 0.14727500000000002 0.085505000000000012 -0.095799999999999982 0.087435000000000027 -0.087184999999999999 -0.0087699999999999983 -0.24151999999999998 -0.11170000000000001 -0.082224999999999993 0.090595000000000023 -0.0063299999999999997 -0.083284999999999984 0.090995000000000006 -0.1525
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 -4 -5 -10 11 -9 -13 -12 -15
right_child=-2 -3 7 4 5 6 -8 10 9 -11 13 12 -14 14 -16
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leaf_weight=91 47 86 87 56 57 53 48 80 262 135 63 256 618 197 1600
leaf_count=91 47 86 87 56 57 53 48 80 262 135 63 256 618 197 1600
internal_value=0 4.04665e-06 -1.18184e-05 -0.000186811 -6.88173e-05 -0.000439298 -0.00102079 3.02451e-05 5.8594e-05 0.000126657 4.7566e-05 0.000137539 0.000197175 9.78217e-07 1.75744e-05
internal_weight=0 3689 3603 702 611 158 101 2901 453 397 2814 954 874 1860 1797
internal_count=3736 3689 3603 702 611 158 101 2901 453 397 2814 954 874 1860 1797
is_linear=0
shrinkage=0.0995203


Tree=6834
num_leaves=16
num_cat=0
split_feature=19 29 17 18 21 21 1 6 2 17 5 8 6 9 9
split_gain=0.0100727 0.00322804 0.00209377 0.00188125 0.00114683 0.00280393 0.00198364 0.00452139 0.0017281 0.00726704 0.025273 0.00247256 0.00203774 0.00339141 0.00337514
threshold=0.14107000000000006 -0.14715999999999999 -0.56137499999999996 -0.027300000000000001 -0.0086749999999999987 -0.021529999999999997 -0.018369999999999997 -0.007045 -0.081864999999999993 -0.015100000000000001 -0.0087549999999999989 0.097995000000000013 0.10165000000000003 0.11351500000000002 0.097510000000000027
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 -4 -8 9 11 -11 -6 13 -10 -14
right_child=-2 2 4 -5 8 -7 7 -9 12 10 -12 -13 14 -15 -16
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leaf_weight=46 47 47 86 47 629 76 204 79 1554 396 89 74 157 105 100
leaf_count=46 47 47 86 47 629 76 204 79 1554 396 89 74 157 105 100
internal_value=0 3.51141e-06 -6.72678e-06 -0.000470417 5.32403e-06 0.000154909 3.91834e-05 -8.55841e-05 -1.58573e-05 -0.000110352 -0.000407007 9.3146e-05 4.2306e-05 8.30589e-05 -0.000217579
internal_weight=0 3689 3643 94 3549 445 369 283 3104 1188 485 703 1916 1659 257
internal_count=3736 3689 3643 94 3549 445 369 283 3104 1188 485 703 1916 1659 257
is_linear=0
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Tree=6835
num_leaves=15
num_cat=0
split_feature=19 4 3 18 3 17 26 3 6 26 9 1 18 6
split_gain=0.0081673 0.00305523 0.0022229 0.00809573 0.00282594 0.00231584 0.001773 0.00481434 0.00125215 0.00193738 0.00201219 0.00170511 0.00158445 0.00146619
threshold=0.14107000000000006 0.14727500000000002 0.084685000000000024 -0.095799999999999982 0.084465000000000026 -0.56137499999999996 0.088115000000000013 0.08400500000000001 -0.070864999999999997 0.093835000000000016 0.089025000000000021 0.056790000000000014 0.15891500000000006 -0.06656999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -4 7 -5 9 10 -7 -11 13 -10
right_child=-2 -3 5 4 -6 8 -8 -9 12 11 -12 -13 -14 -15
leaf_value=-0.0011880695605937142 -0.0013169374275820642 0.00058950994701322955 -0.00050259775668122367 -3.7665642605548749e-05 -0.00075245665372390583 -9.0649253388932279e-05 -0.0004317240426793012 0.00093341066261798898 0.00063548290600761587 -5.8550456519601778e-05 0.00024010980039305564 -0.00068027372625893939 -0.00037563777386234005 8.6149077340002164e-05
leaf_weight=71 47 86 81 288 50 591 66 61 50 99 263 83 71 1829
leaf_count=71 47 86 81 288 50 591 66 61 50 99 263 83 71 1829
internal_value=0 3.11778e-06 -1.06516e-05 -0.000197792 -4.48278e-05 2.17868e-05 3.84562e-05 0.000129718 3.62857e-05 -5.16435e-05 1.02536e-05 -0.000346582 8.34208e-05 0.000101202
internal_weight=0 3689 3603 536 465 3067 415 349 2986 1036 854 182 1950 1879
internal_count=3736 3689 3603 536 465 3067 415 349 2986 1036 854 182 1950 1879
is_linear=0
shrinkage=0.0995203


Tree=6836
num_leaves=30
num_cat=0
split_feature=17 17 6 1 18 1 2 0 4 1 20 18 2 2 0 21 17 20 0 0 18 18 1 1 1 17 1 9 9
split_gain=0.00242527 0.0103322 0.0027932 0.00250555 0.00225083 0.00217668 0.0022381 0.00358286 0.00331302 0.0019103 0.00189668 0.00263204 0.00203514 0.00172008 0.00112688 0.0032234 0.00445224 0.00452924 0.00297813 0.00230345 0.00379174 0.00153578 0.00203298 0.00404334 0.0039785 0.00138647 0.00195977 0.00180063 0.00119983
threshold=-0.11741999999999998 -0.14384499999999997 -0.060679999999999998 0.057265000000000017 -0.12881499999999999 -0.095674999999999996 -0.097424999999999998 0.12346000000000003 0.095805000000000015 -0.50763499999999995 -0.073314999999999991 -0.015979999999999998 -0.084924999999999987 -0.082484999999999989 -0.085684999999999997 -0.0092899999999999996 0.11180000000000002 -0.084474999999999995 -0.086304999999999993 -0.087394999999999987 -0.0058299999999999992 -0.09053499999999999 -0.087944999999999995 -0.090104999999999991 -0.085574999999999998 -0.0017249999999999998 0.0052600000000000017 0.088995000000000019 0.085610000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=74 66 64 89 53 54 88 72 68 48 394 55 69 78 76 72 61 49 51 73 56 53 149 47 49 881 491 77 241 51
leaf_count=74 66 64 89 53 54 88 72 68 48 394 55 69 78 76 72 61 49 51 73 56 53 149 47 49 881 491 77 241 51
internal_value=0 -0.000153748 -5.81027e-05 -0.000330784 -0.0001675 6.40497e-05 -0.00013353 0.000109594 -0.00045844 3.44588e-05 0.000255596 0.000424513 0.000683827 -0.000419365 2.16577e-05 8.44793e-05 0.000488466 0.000161253 -4.17067e-05 -6.65276e-06 0.000430694 2.76907e-05 6.32579e-05 0.000352772 6.04447e-07 -4.69599e-05 -0.000180456 3.78191e-05 -0.000322577
internal_weight=0 888 824 257 204 567 277 157 120 2861 290 202 133 130 2795 1410 172 123 1385 1312 109 1238 1126 198 928 1203 471 732 112
internal_count=3749 888 824 257 204 567 277 157 120 2861 290 202 133 130 2795 1410 172 123 1385 1312 109 1238 1126 198 928 1203 471 732 112
is_linear=0
shrinkage=0.0995203


Tree=6837
num_leaves=22
num_cat=0
split_feature=17 17 6 20 26 0 8 8 2 9 17 17 26 9 9 2 29 9 0 0 17
split_gain=0.00197098 0.00837427 0.002268 0.00224431 0.0023713 0.00177352 0.00160077 0.00218824 0.00154123 0.00136437 0.00132498 0.00160714 0.00150657 0.0032773 0.00146497 0.00647466 0.00609487 0.0019543 0.00129581 0.0009336 0.00085664
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decision_type=2 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 7 -4 -6 20 11 19 -12 14 16 -16 17 -14 -9 -2 -7
right_child=10 -3 5 4 8 9 -8 18 -10 -11 12 -13 13 -15 15 -17 -18 -19 -20 -21 -22
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leaf_weight=52 46 64 86 78 57 48 49 128 70 56 66 52 2360 60 59 57 58 57 154 46 46
leaf_count=52 46 64 86 78 57 48 49 128 70 56 66 52 2360 60 59 57 58 57 154 46 46
internal_value=0 -0.000138631 -5.24192e-05 -0.000298181 -0.000145267 5.75317e-05 0.000164253 9.05408e-05 -0.000413157 -0.000233695 3.10294e-05 0.000325495 1.51216e-05 2.71061e-05 9.94724e-06 -0.0003352 2.64546e-05 1.92267e-06 -4.07868e-05 6.57394e-05 -0.000467476
internal_weight=0 888 824 257 205 567 417 368 127 150 2861 144 2717 2651 2591 116 2475 2417 282 92 94
internal_count=3749 888 824 257 205 567 417 368 127 150 2861 144 2717 2651 2591 116 2475 2417 282 92 94
is_linear=0
shrinkage=0.0995203


Tree=6838
num_leaves=21
num_cat=0
split_feature=8 26 26 26 18 0 26 18 0 0 0 21 0 5 18 18 0 26 26 2
split_gain=0.0016702 0.0031516 0.00148345 0.00391464 0.0180802 0.00582586 0.00214418 0.00785916 0.00137584 0.00480108 0.00414296 0.00679039 0.00432716 0.0028673 0.00132385 0.00289184 0.00348102 0.00270726 0.00410631 0.0022308
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decision_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 8 -8 10 -10 12 -12 -3 -11 17 -16 -17 18 -5 -19
right_child=-2 2 3 14 5 -7 7 -9 9 13 11 -13 -14 -15 15 16 -18 19 -20 -21
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leaf_weight=64 73 943 47 124 53 46 50 48 53 353 49 54 93 438 61 148 64 453 64 471
leaf_count=64 73 943 47 124 53 46 50 48 53 353 49 54 93 438 61 148 64 453 64 471
internal_value=0 -1.76025e-05 -5.10812e-06 -7.96702e-05 -0.000570095 0.000185373 4.93541e-05 0.000504238 2.64609e-05 0.000123019 -4.437e-05 -0.000646509 1.4705e-05 6.04784e-05 -2.7381e-05 0.000168059 -1.84407e-06 -7.60984e-05 0.000266617 -0.000146714
internal_weight=0 3676 3612 1531 146 99 2081 98 1983 844 1139 103 1036 791 1385 273 212 1112 188 924
internal_count=3749 3676 3612 1531 146 99 2081 98 1983 844 1139 103 1036 791 1385 273 212 1112 188 924
is_linear=0
shrinkage=0.0995203


Tree=6839
num_leaves=13
num_cat=0
split_feature=35 1 29 17 17 19 2 19 1 2 4 17
split_gain=0.00167639 0.00193662 0.00195067 0.00167601 0.006806 0.00190215 0.00261035 0.00164325 0.00154193 0.000929859 0.00463059 0.002045
threshold=0.004000000000000001 0.55657000000000012 -0.091704999999999995 -0.11741999999999998 -0.14384499999999997 0.084490000000000023 -0.084924999999999987 0.0069650000000000016 -0.50763499999999995 0.0040650000000000018 0.10022000000000002 -0.095109999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4 -5 11 -11 -10
right_child=-2 -3 3 8 -6 6 -8 -9 9 10 -12 -13
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leaf_weight=63 47 73 622 61 64 46 64 62 79 179 247 2142
leaf_count=63 47 73 622 61 64 46 64 62 79 179 247 2142
internal_value=0 9.25587e-08 -9.89522e-06 0 -0.000121407 -4.07578e-05 0.000341632 -0.00010345 3.8207e-05 2.64814e-05 -0.000107573 5.25623e-05
internal_weight=0 3702 3629 3566 858 794 110 684 2708 2647 426 2221
internal_count=3749 3702 3629 3566 858 794 110 684 2708 2647 426 2221
is_linear=0
shrinkage=0.0995203


Tree=6840
num_leaves=29
num_cat=0
split_feature=18 9 9 5 0 8 21 6 9 17 0 2 2 20 20 5 18 6 0 17 3 9 3 6 2 30 8 8
split_gain=0.00914182 0.00219668 0.00320816 0.00292827 0.00708233 0.00293741 0.00375792 0.00279235 0.00208987 0.00664645 0.00563656 0.00767361 0.00275995 0.00192849 0.00412705 0.00402554 0.00250839 0.00232677 0.00443144 0.00862252 0.00452136 0.00138244 0.009281 0.00188896 0.00110359 0.00121873 0.000954738 0.000946036
threshold=0.31690500000000005 0.089935000000000029 0.08938500000000002 -0.09583499999999999 -0.23032 -0.07034 0.087570000000000023 -0.097455 0.092605000000000021 0.40827500000000011 -0.083039999999999989 -0.084114999999999981 -0.081204999999999986 -0.072324999999999987 -0.077579999999999996 -0.012164999999999999 -0.099739999999999995 0.11816500000000002 -0.057604999999999996 0.12439000000000001 0.10997000000000003 0.088610000000000008 0.089535000000000017 -0.13803499999999999 -0.081344999999999987 0.090320000000000025 -0.081174999999999983 -0.097604999999999997
decision_type=2 2 2 2 2 2 2 2 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 24 7 -7 9 10 26 -12 -13 14 15 -10 -17 18 19 -15 -20 23 -23 -6 27 -26 -3 -1
right_child=-2 8 -4 4 21 6 -8 -9 13 -11 11 12 -14 17 -16 16 -18 -19 20 -21 -22 22 -24 -25 25 -27 -28 -29
leaf_value=8.1368562757557457e-05 0.0014237969935578993 -0.00016864360544579168 0.00074013534290883712 0.0012154554558855236 -0.00037433788900710776 -0.0004922320301331025 -0.00095390482736215903 0.00035299401083217254 -0.00049554695944323333 0.00080982590199610348 0.00012043211782143147 -0.0018675518791905446 -0.00084442538841237235 -6.4224671829739166e-05 0.00091275154901194935 -4.4769807267055914e-06 0.00091060791237206171 -0.00054955960798413746 2.9310519661607612e-05 0.00097881682713276048 -0.00097871309362907344 0.00064764960357705079 -0.0012583629582287351 0.00015172057882457385 0.00030242963472937274 -0.00019048904699972078 0.00046143160959053234 -0.00054068384013674622
leaf_weight=46 48 47 75 59 70 84 78 71 88 46 56 49 66 389 67 65 52 90 92 98 82 53 48 1485 191 65 46 47
leaf_count=46 48 47 75 59 70 84 78 71 88 46 56 49 66 389 67 65 52 90 92 98 82 53 48 1485 191 65 46 47
internal_value=0 4.07652e-05 9.83436e-05 7.70319e-05 0.000142704 -0.00011508 -0.000389225 -9.97825e-05 -6.10781e-05 -0.000287509 -0.000481812 -0.000821626 -0.00128749 6.73704e-06 0.000234516 8.85484e-06 0.000395231 -7.46706e-05 -8.77251e-06 0.000143988 -0.00044103 0.00010399 -0.000250073 0.000127513 6.56001e-05 0.000174077 0.000134204 -0.0002242
internal_weight=0 3705 2372 2297 1715 582 233 155 1333 310 264 171 115 1023 272 205 117 751 661 487 174 1656 101 1555 349 256 93 93
internal_count=3753 3705 2372 2297 1715 582 233 155 1333 310 264 171 115 1023 272 205 117 751 661 487 174 1656 101 1555 349 256 93 93
is_linear=0
shrinkage=0.0995203


Tree=6841
num_leaves=21
num_cat=0
split_feature=1 1 2 0 17 5 5 5 5 0 5 3 2 20 17 26 3 0 4 17
split_gain=0.0101263 0.00163689 0.0030939 0.00452079 0.00282164 0.00400751 0.00220372 0.00219497 0.00183276 0.0015966 0.0025618 0.00228433 0.00206812 0.00278187 0.00192282 0.0014958 0.0029165 0.00148036 0.0013856 0.00132366
threshold=-0.55579999999999996 0.064860000000000015 0.09556000000000002 -0.14075499999999999 -0.060269999999999997 0.27287000000000011 0.63455500000000009 0.5124350000000002 -0.11065499999999999 -0.1525 -0.53715999999999997 0.093835000000000016 0.13896000000000006 -0.078104999999999994 0.048565000000000011 0.09271500000000002 0.090995000000000006 -0.078664999999999999 0.12205500000000002 -0.40451500000000001
decision_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 -5 7 15 9 10 -3 14 13 -13 18 17 -17 -2 -11 -10
right_child=1 8 3 4 -6 -7 -8 -9 19 11 -12 12 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.0014323413636328516 0.00012256091396058218 2.1221112374174899e-05 0.0010929462601852065 0.0010190064834472621 -0.0002760739267567789 -0.00019138747400279223 -0.00058832480252176637 0.00054544708420929894 -0.00012924499337764906 0.00034694973446876851 -0.00084904455367733637 0.00066445421475955278 0.00079558894023415829 -8.7287375228091389e-05 -0.00074202856492849487 -0.00043977033170139744 2.4181447837070112e-05 -9.4985743754973312e-05 -0.00032180636538336154 -0.00089564630030819286
leaf_weight=52 1488 77 68 61 86 47 55 85 49 55 57 64 50 200 53 179 525 387 69 46
leaf_count=52 1488 77 68 61 86 47 55 85 49 55 57 64 50 200 53 179 525 387 69 46
internal_value=0 3.32294e-05 6.59229e-05 0.000392838 0.00014322 0.000484681 3.41206e-05 4.72787e-05 -0.000100994 -3.76732e-05 -0.000342858 4.39481e-05 0.000206519 9.18522e-05 -0.00023983 3.05424e-05 -9.26208e-05 7.72227e-05 -1.85788e-05 -0.000508962
internal_weight=0 3701 2981 262 194 108 2719 2664 720 625 134 491 314 264 177 2579 704 1875 124 95
internal_count=3753 3701 2981 262 194 108 2719 2664 720 625 134 491 314 264 177 2579 704 1875 124 95
is_linear=0
shrinkage=0.0995203


Tree=6842
num_leaves=26
num_cat=0
split_feature=1 9 1 18 0 21 20 20 8 5 18 21 0 26 26 9 21 26 5 1 5 9 9 9 8
split_gain=0.00821117 0.00159631 0.00230076 0.0022263 0.00427609 0.00234618 0.00415555 0.00383242 0.00207965 0.00257013 0.00177387 0.00197812 0.00155348 0.00388654 0.0014905 0.00512864 0.0069207 0.00170598 0.00737363 0.00408542 0.00152857 0.00165947 0.00526558 0.00408364 0.00128903
threshold=-0.55579999999999996 0.08951000000000002 0.064860000000000015 -0.14343999999999998 -0.071029999999999996 0.09266000000000002 -0.079399999999999984 0.053565000000000008 -0.092844999999999997 -0.13955999999999999 -0.10303999999999999 0.090830000000000022 -0.1525 -0.025024999999999999 0.12086000000000002 0.11296000000000002 0.086835000000000009 0.11127500000000003 -0.075744999999999993 -0.076329999999999995 0.63223000000000018 0.097680000000000031 0.099610000000000018 0.09667000000000002 -0.26194999999999996
decision_type=2 2 2 2 2 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 -2 10 -7 -8 24 12 -5 -12 -10 -14 17 -16 -17 20 -19 -20 21 23 -23 -3 -4
right_child=1 14 8 5 -6 6 7 -9 9 -11 11 -13 13 -15 15 16 -18 18 19 -21 -22 22 -24 -25 -26
leaf_value=0.001289794560002531 6.7030755041977305e-05 -4.1779899460155419e-05 -8.1912142771864573e-05 -0.00044798073421844169 0.0013016914773763856 0.0010727056560460835 -0.00023246005841274581 0.00073534236356568455 -0.0004891989339147173 -0.00091669162241631063 0.00010155714814667784 -0.00053367869332814695 -0.00037055849461206918 0.00059175864701126592 0.0008261032814329077 -0.0011093084166955861 0.00058420438745431099 -0.0013731371290077962 0.00063507610939160281 -0.00053498584545728326 -0.0005877491843736054 0.0010500024552200409 -5.6103745392545713e-06 -0.0010066188686634894 0.00049055606953808271
leaf_weight=52 74 611 82 66 46 65 106 65 83 51 1364 50 98 72 77 48 47 52 59 59 49 55 304 47 71
leaf_count=52 74 611 82 66 46 65 106 65 83 51 1364 50 98 72 77 48 47 52 59 59 49 55 304 47 71
internal_value=0 2.98563e-05 8.12145e-05 0.000131161 0.00054714 0.000101595 0.00039357 0.000130631 -0.000117656 -0.000269347 5.44838e-05 7.85158e-05 -0.000135619 3.21957e-05 -5.32018e-05 0.000219888 -0.000262848 -9.18669e-05 -0.000385281 4.31076e-05 -4.43068e-05 -1.73182e-05 0.000153833 -0.000111941 0.000178393
internal_weight=0 3701 2293 1836 120 1716 236 171 457 304 1480 1414 253 170 1408 172 95 1236 170 118 1066 1017 359 658 153
internal_count=3753 3701 2293 1836 120 1716 236 171 457 304 1480 1414 253 170 1408 172 95 1236 170 118 1066 1017 359 658 153
is_linear=0
shrinkage=0.0995203


Tree=6843
num_leaves=22
num_cat=0
split_feature=17 9 1 1 1 6 9 0 20 4 9 10 20 0 2 17 6 1 0 1 2
split_gain=0.0072498 0.00135929 0.00187353 0.00200672 0.00179073 0.00228312 0.00390963 0.00341734 0.00309004 0.00145472 0.00867689 0.00512219 0.00161738 0.00293809 0.00524683 0.00436865 0.00243502 0.00274857 0.00140134 0.00141146 0.00153046
threshold=-0.57205499999999987 0.08951000000000002 0.064860000000000015 0.05309500000000001 0.10637500000000003 -0.049814999999999991 -0.095314999999999997 -0.1525 -0.060199999999999997 0.10739000000000003 0.11408000000000003 0.088065000000000018 -0.079624999999999987 -0.069824999999999984 -0.072624999999999981 -0.036600000000000001 -0.0079349999999999993 0.0065600000000000007 -0.23032 0.0099250000000000015 0.09556000000000002
decision_type=2 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 -4 6 -6 -8 -7 11 -11 12 16 15 -15 -14 17 -3 -2 20 -20
right_child=1 9 4 -5 5 8 7 -9 -10 10 -12 -13 13 14 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0011987871174210371 0.00056028693336827634 -0.00019698318522483294 -0.00057779897556232312 0.00075595796386881216 0.00038092821156806623 -0.00015228224531004065 -0.0010266395564161089 -0.00013028857439509903 0.00098841533206156366 0.0010874967692754253 -0.0005601281258133669 -0.0011149728403175691 -0.00049136076139499711 0.00063004078991764692 -0.00015513622578868617 5.6202864550716433e-05 0.00028241415800916932 -0.0010825163167572517 6.2946817863364954e-05 -0.00044578506328749539 0.00035593953545558644
leaf_weight=53 64 114 68 48 91 46 61 145 46 64 62 46 207 174 161 470 54 52 1476 48 203
leaf_count=53 64 114 68 48 91 46 61 145 46 64 62 46 207 174 161 470 54 52 1476 48 203
internal_value=0 2.59552e-05 7.32715e-05 0.000118298 -0.000106125 -2.15688e-05 -0.000157752 -0.000399687 0.000409169 -5.08393e-05 0.000270264 -8.31379e-05 -4.39471e-05 8.434e-06 0.000250243 -0.000110011 -0.000288621 -0.000479311 0.000100751 8.3247e-05 9.88588e-05
internal_weight=0 3700 2296 1839 457 389 297 206 92 1404 126 1278 1232 1012 335 677 220 166 1791 1727 1679
internal_count=3753 3700 2296 1839 457 389 297 206 92 1404 126 1278 1232 1012 335 677 220 166 1791 1727 1679
is_linear=0
shrinkage=0.0995203


Tree=6844
num_leaves=19
num_cat=0
split_feature=9 9 5 19 23 17 17 4 4 5 8 3 5 38 4 1 5 5
split_gain=0.00376733 0.00461616 0.0250563 0.00297638 0.00287356 0.00261772 0.0024806 0.00179981 0.00369027 0.00360913 0.00261566 0.00186806 0.00157314 0.00142198 0.0021537 0.00406211 0.0018244 0.00095434
threshold=0.08648500000000002 0.087885000000000019 0.0063000000000000009 -0.07525999999999998 -0.065019999999999981 -0.0064000000000000003 -0.54752499999999993 0.11670500000000002 0.10606500000000003 0.51775000000000015 -0.074844999999999981 0.11275500000000002 -0.088604999999999989 -0.082614999999999994 0.14646500000000004 0.41696500000000009 -0.5087799999999999 -0.50273499999999982
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 -3 -1 -2 -6 8 9 11 -9 -5 -7 -8 15 16 -15 -17
right_child=1 3 -4 7 6 12 13 10 -10 -11 -12 -13 -14 14 -16 17 -18 -19
leaf_value=-0.00081980542581904078 -0.0004769593393452342 -0.00067349716105042214 0.0023930503395822728 -1.5518823340411602e-05 -0.00067541597541887952 -7.7075315564232829e-05 0.00047538506128919729 0 -0.00080324363122085166 0.00084965229876710676 0.0010136782285433239 0.00029142046060381125 0.00067876996866514416 -0.00051455009627663284 -0.00068005359377471919 0.00086470222168484698 -6.3860334850688303e-05 0.00024191742730087927
leaf_weight=54 79 56 54 1199 67 55 48 52 50 56 47 234 51 96 56 50 1370 57
leaf_count=54 79 56 54 1199 67 55 48 52 50 56 47 234 51 96 56 50 1370 57
internal_value=0 9.69848e-05 0.000506713 3.86944e-05 -0.000103152 -3.94684e-05 -8.04922e-05 6.35427e-05 3.65075e-05 6.52558e-05 0.000475547 3.40312e-05 0.000278863 -5.62355e-05 -7.24027e-05 -5.02495e-05 -9.39319e-05 0.000540589
internal_weight=0 1933 239 1694 1798 185 1744 1638 1539 1489 99 1433 106 1677 1629 1573 1466 107
internal_count=3731 1933 239 1694 1798 185 1744 1638 1539 1489 99 1433 106 1677 1629 1573 1466 107
is_linear=0
shrinkage=0.0995203


Tree=6845
num_leaves=22
num_cat=0
split_feature=9 9 23 17 6 9 3 0 3 3 9 17 0 9 6 0 2 9 9 7 17
split_gain=0.00323711 0.0150341 0.00236061 0.00203107 0.00172209 0.00646638 0.00156301 0.00431791 0.00367376 0.00379182 0.00304643 0.0021127 0.00350058 0.00205717 0.00146361 0.00313437 0.00305792 0.0047304 0.00188335 0.00180645 0.00129493
threshold=0.087495000000000031 0.087885000000000019 -0.065019999999999981 -0.54752499999999993 -0.23044000000000001 0.11351500000000002 0.090360000000000024 -0.078954999999999984 0.090995000000000006 0.091615000000000016 0.089105000000000018 -0.068169999999999994 -0.083885000000000001 0.089175000000000018 0.088315000000000018 -0.080884999999999999 -0.087129999999999999 0.085765000000000022 0.086885000000000032 1.0000000180025095e-35 -0.12118
decision_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 -3 7 11 -8 -10 -11 13 -13 -6 18 16 -16 -18 19 20 -5
right_child=1 4 3 14 6 -7 8 -9 9 10 -12 12 -14 -15 15 -17 17 -19 -20 -21 -22
leaf_value=-0.00073821822568539692 0.0014400576816811681 0.0013059385035943784 -0.0006081983572182539 0.00015151044037923478 -2.1185251035729216e-05 -0.00029071951154010817 -0.0008163978257857569 0.00095621690641397087 0.00072201824786500906 -0.0007511899076925074 -9.43193670712105e-06 -0.00054612782196002 0.00028931540918018567 0.00088913668432163029 -0.0010509243819522326 0.0003005874200417168 0.0003309025071760498 -0.00084868668078804256 0.00052069158005549311 0.00045429084184765836 -0.00010167630123337657
leaf_weight=54 79 46 67 238 48 54 58 61 67 58 1057 105 93 47 62 70 74 61 63 71 1198
leaf_count=54 79 46 67 238 48 54 58 61 67 58 1057 105 93 47 62 70 74 61 63 71 1198
internal_value=0 9.78402e-05 -8.77857e-05 -6.89085e-05 3.47623e-05 0.000435557 9.10479e-06 0.000193968 -4.30106e-05 -4.36832e-06 -4.87509e-05 3.24807e-05 -0.000149588 0.000420568 -4.87936e-05 -0.000264347 -0.000469241 -0.000196033 -1.16144e-05 -3.44106e-05 -5.91435e-05
internal_weight=0 1773 1958 1904 1694 100 1594 354 1240 1182 1115 293 198 95 1837 267 197 135 1570 1507 1436
internal_count=3731 1773 1958 1904 1694 100 1594 354 1240 1182 1115 293 198 95 1837 267 197 135 1570 1507 1436
is_linear=0
shrinkage=0.0995203


Tree=6846
num_leaves=18
num_cat=0
split_feature=9 9 23 5 20 17 10 17 17 9 17 9 7 9 18 9 17
split_gain=0.00270349 0.0143884 0.00192277 0.00177936 0.00229399 0.00169767 0.00137083 0.00476227 0.0018253 0.00435742 0.00257485 0.00122928 0.00104863 0.00114486 0.00236221 0.00221234 0.00109142
threshold=0.087825000000000028 0.088085000000000011 -0.065019999999999981 -0.49053999999999998 -0.034144999999999995 -0.54752499999999993 0.090150000000000022 -0.55286000000000002 -0.46159 0.092605000000000021 -0.42946499999999999 0.08735500000000003 1.0000000180025095e-35 0.084645000000000012 -0.079189999999999997 0.084485000000000018 -0.0092949999999999994
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 -3 -4 7 -5 9 -9 -10 12 13 15 -15 -7 -14
right_child=1 3 5 6 -6 11 -8 8 10 -11 -12 -13 16 14 -16 -17 -18
leaf_value=-0.00066475060812113903 0.0017564290212796526 -1.154721393521374e-05 -0.00055046739054743284 0.00089643181216576579 0.0009354307449269475 -6.6433189826872583e-05 -0.00043824526099640865 -0.0010081348384200835 0.00076509079369872052 2.3427079445536813e-05 1.316084449325265e-05 -0.00040463454638122647 -5.427732327844823e-05 0.00038614502416882244 -6.7420752836164002e-05 -0.00069886300587900505 0.0005699849594802517
leaf_weight=54 50 49 68 61 49 1136 63 58 47 130 1198 89 49 168 346 58 58
leaf_count=54 50 49 68 61 49 1136 63 58 47 130 1198 89 49 168 346 58 58
internal_value=0 9.27283e-05 -7.73313e-05 4.19707e-05 0.000453589 -6.08306e-05 1.5537e-05 3.52204e-05 -8.68438e-07 -0.000290467 4.22045e-05 -4.29136e-05 -2.47253e-05 -4.40726e-05 7.92338e-05 -9.78399e-05 0.000276457
internal_weight=0 1705 2026 1655 98 1972 1557 1494 1433 188 1245 1904 1815 1708 514 1194 107
internal_count=3731 1705 2026 1655 98 1972 1557 1494 1433 188 1245 1904 1815 1708 514 1194 107
is_linear=0
shrinkage=0.0995203


Tree=6847
num_leaves=25
num_cat=0
split_feature=1 6 0 0 1 7 9 1 2 9 9 5 30 9 2 5 0 9 18 3 6 4 4 4
split_gain=0.00222818 0.00683487 0.00673645 0.0214064 0.00238719 0.0022345 0.00320638 0.00304729 0.0042692 0.00247914 0.00211755 0.00134902 0.00107695 0.00152758 0.00118547 0.000996177 0.00360525 0.00421632 0.00269686 0.00241627 0.00227506 0.00181242 0.00378238 0.00258922
threshold=-0.083684999999999996 0.089165000000000022 -0.080204999999999985 -0.082284999999999983 -0.081889999999999991 0.078295000000000017 0.11408000000000003 0.15756500000000004 -0.053085 0.10892000000000003 0.088825000000000029 -0.049719999999999993 0.086750000000000022 0.083925000000000013 -0.0097149999999999997 -0.0086449999999999982 -0.086474999999999996 0.083835000000000021 -0.01137 0.084895000000000012 0.087515000000000023 0.10777500000000002 0.10300500000000003 0.094025000000000011
decision_type=2 2 2 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 3 -3 11 6 9 8 -8 12 -4 -2 13 -6 -14 16 18 -18 -1 -19 21 22 23 -17
right_child=4 2 10 -5 5 -7 7 -9 -10 -11 -12 -13 14 -15 -16 20 17 19 -20 -21 -22 -23 -24 -25
leaf_value=-0.00086924504702966189 -0.00014234430130603782 0.00012023027912315988 -0.00036923862536406926 0.0027105195639887062 -0.00018108626005627218 -0.00058744960868239776 0.00053183193679680319 0.00097207760893006437 -0.00060765525248257263 -0.00067757398723127329 0.00039827031282741398 -0.00092934954277602985 0.00055075475742598226 4.3782512168561616e-06 0 3.4566420923872832e-05 0.001232869206488082 -0.00042559740449229605 0.00017456007448705699 0.00057063885462525896 -0.00070037638804411361 -0.0005426100203128276 0.00081571370912075444 -0.00077602385243653947
leaf_weight=48 46 91 63 49 610 69 89 59 51 60 81 46 64 1548 100 248 46 48 48 48 59 60 54 46
leaf_count=48 46 91 63 49 610 69 89 59 51 60 81 46 64 1548 100 248 46 48 48 48 59 60 54 46
internal_value=0 0.000128359 0.00054075 0.00103268 -4.58876e-05 -2.82599e-05 -1.29934e-05 0.000370328 0.000110886 -4.5361e-05 5.68002e-05 -0.000544745 -2.86721e-05 -4.76675e-05 0.000216287 -3.66059e-05 0.000127433 0.000448409 -0.000338815 6.39934e-05 -0.000121959 -3.6309e-05 4.86319e-05 -8.94763e-05
internal_weight=0 989 284 140 2742 2650 2581 199 140 2382 144 92 2322 2158 164 705 238 142 96 96 467 408 348 294
internal_count=3731 989 284 140 2742 2650 2581 199 140 2382 144 92 2322 2158 164 705 238 142 96 96 467 408 348 294
is_linear=0
shrinkage=0.0995203


Tree=6848
num_leaves=16
num_cat=0
split_feature=10 10 17 17 0 0 9 0 8 1 0 26 26 9 0
split_gain=0.00235338 0.00346872 0.00290306 0.00438054 0.00248309 0.0181936 0.0142759 0.00268794 0.00658098 0.0101948 0.00339561 0.00209172 0.00717431 0.00463522 0.00166864
threshold=0.09056500000000002 0.086165000000000019 -0.55286000000000002 -0.57205499999999987 -0.081674999999999984 -0.080884999999999999 0.087765000000000024 -0.082794999999999994 -0.083294999999999994 -0.083284999999999984 -0.083390000000000006 0.11880500000000002 0.11699500000000003 0.11351500000000002 -0.083814999999999987
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 -6 10 -9 -10 14 12 -7 -13 -4
right_child=-2 -3 4 -5 5 11 -8 8 9 -11 -12 13 -14 -15 -16
leaf_value=-0.00012798425017188352 0.00049269025545905165 -0.00072480455949753826 1.5645337149140197e-05 0.001210098782930718 -0.00024977342187805333 -3.6457372889676554e-05 -0.0027239446535389303 -0.00049606444312503065 -0.00020272225672403256 0.0017405603729139343 -0.00072299524397474106 0.00064587850785769309 -0.0012665697043618789 -0.0003889083302182844 0.00061759227422711436
leaf_weight=48 87 70 1727 47 48 1183 46 50 47 60 61 119 49 66 47
leaf_count=48 87 70 1727 47 48 1183 46 50 47 60 61 119 49 66 47
internal_value=0 -3.06771e-05 -1.69451e-05 0.000525398 -3.18869e-05 -0.000128224 -0.00146925 4.07769e-05 0.000436084 0.000879319 6.50878e-06 -3.8686e-05 -8.60468e-05 0.000272286 3.20547e-05
internal_weight=0 3668 3598 95 3503 1511 94 1992 157 107 1835 1417 1232 185 1774
internal_count=3755 3668 3598 95 3503 1511 94 1992 157 107 1835 1417 1232 185 1774
is_linear=0
shrinkage=0.0995203


Tree=6849
num_leaves=21
num_cat=0
split_feature=5 0 0 17 18 18 1 8 18 18 0 0 21 17 5 8 21 21 0 0
split_gain=0.00220912 0.00209484 0.0109007 0.0196881 0.00215856 0.00644811 0.00433895 0.00858768 0.00401446 0.00350724 0.00347456 0.00182157 0.00215956 0.00239959 0.00247951 0.00119486 0.00156136 0.00403641 0.00139927 0.000674191
threshold=0.6362850000000001 -0.08176499999999999 -0.080884999999999999 -0.0064000000000000003 -0.011569999999999999 -0.013734999999999999 -0.085574999999999998 -0.085764999999999994 -0.025079999999999998 -0.0087699999999999983 -0.082794999999999994 -0.080434999999999993 -0.01137 -0.55754499999999996 0.057175000000000011 0.0044850000000000011 0.091040000000000024 0.096415000000000015 -0.083589999999999984 -0.10806499999999999
decision_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 6 7 -1 10 -6 -8 -4 -13 -14 -15 16 18 -18 -11 -17
right_child=-2 2 11 -5 9 -7 8 -9 -10 15 -12 12 13 14 -16 19 17 -19 -20 -21
leaf_value=-0.00033808923060931411 0.00065361130534924048 5.8556925648623032e-05 0.00049071988294568665 -0.0026373649433051836 -0.00064571018161027236 0.0012579726280087401 -1.6659620750953899e-06 0.0013252914494528624 -0.0006559538242053533 9.5958078359976716e-05 0.00085766942209150197 0.00041877911246716322 -0.00069038853293807855 -0.000181896691474568 9.429086105579392e-05 2.9895566314199861e-05 -0.00071320854267558395 2.0419865389894682e-05 -0.00038787498842650213 0.00056228155014718213
leaf_weight=52 48 63 61 46 87 51 431 73 84 725 52 86 64 757 556 46 105 247 64 57
leaf_count=52 48 63 61 46 87 51 431 73 84 725 52 86 64 757 556 46 105 247 64 57
internal_value=0 -2.54724e-05 -0.00010992 -0.00107166 4.06238e-05 0.000176695 9.58224e-05 0.000626776 -1.97872e-05 -3.47197e-05 8.91557e-05 -4.05963e-05 -6.33092e-05 -9.40123e-05 -6.43195e-05 7.35231e-06 -2.12787e-05 -0.000196093 5.56742e-05 0.000332465
internal_weight=0 3707 1633 109 2074 743 692 125 567 1331 483 1524 1463 1377 1313 1244 1141 352 789 103
internal_count=3755 3707 1633 109 2074 743 692 125 567 1331 483 1524 1463 1377 1313 1244 1141 352 789 103
is_linear=0
shrinkage=0.0995203


Tree=6850
num_leaves=12
num_cat=0
split_feature=3 17 10 10 17 26 9 0 17 1 1
split_gain=0.00210091 0.0155966 0.00230432 0.00320345 0.00234875 0.00215627 0.00185864 0.00234512 0.001276 0.00122563 0.00133089
threshold=0.081685000000000021 0.026115000000000006 0.09056500000000002 0.086165000000000019 -0.55286000000000002 -0.084149999999999989 0.12912500000000005 -0.057604999999999996 -0.0064000000000000003 0.5126750000000001 0.41696500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 -1 9 -8 -7 10 -6
right_child=2 -3 -4 -5 6 8 7 -9 -10 -11 -12
leaf_value=-0.00037786350990039056 0.00053111601229219492 -0.0019530510500896051 0.00059326617141307401 -0.00070799468266898881 -1.9452639290111638e-05 0.00054731625543204265 0.00093928264714839287 -4.9918989873951679e-05 -6.9737024186365655e-06 -0.00042991868235446465 0.00038195151804646348
leaf_weight=78 83 46 65 63 3015 78 46 46 81 70 84
leaf_count=78 83 46 65 63 3015 78 46 46 81 70 84
internal_value=0 -0.000275642 6.18472e-06 -4.77557e-06 8.22808e-06 4.64776e-05 -4.8296e-06 0.000435784 0.000259794 -1.78795e-05 -8.30821e-06
internal_weight=0 283 3472 3407 3344 237 3261 92 159 3169 3099
internal_count=3755 283 3472 3407 3344 237 3261 92 159 3169 3099
is_linear=0
shrinkage=0.0995203


Tree=6851
num_leaves=13
num_cat=0
split_feature=3 4 10 10 23 3 0 21 0 38 4 4
split_gain=0.00172524 0.0120604 0.00185655 0.00261187 0.00156045 0.00191462 0.00142609 0.00233482 0.00221322 0.00124588 0.00110417 0.00171938
threshold=0.083255000000000023 1.0000000180025095e-35 0.09056500000000002 0.086165000000000019 0.086650000000000019 0.083815000000000014 -0.051394999999999996 0.092470000000000011 -0.079564999999999983 -0.080750000000000002 0.11541000000000003 0.08283500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 8 -8 -7 -3 11 -11
right_child=2 9 -4 -5 -6 6 7 -9 -10 10 -12 -13
leaf_value=-0.001520691572980945 0.00061709890148039343 -0.00028538447128434479 0.00053422408289300455 -0.00063753494232523362 -0.00055346169178005901 3.7618961976609405e-05 0.00034800358084934637 -0.00016483023065702647 -0.00015984747813199934 0.00042991663385588344 0.00046774291702547275 -0.0003503755310031387
leaf_weight=59 52 78 65 63 48 2017 274 127 778 49 80 65
leaf_count=59 52 78 65 63 48 2017 274 127 778 49 80 65
internal_value=0 -0.000230423 7.35978e-06 -2.59187e-06 9.29612e-06 1.78648e-05 7.85889e-06 0.000183543 -1.70538e-05 4.64424e-05 0.000184077 -7.80582e-06
internal_weight=0 331 3424 3359 3296 3248 3196 401 2795 272 194 114
internal_count=3755 331 3424 3359 3296 3248 3196 401 2795 272 194 114
is_linear=0
shrinkage=0.0995203


Tree=6852
num_leaves=11
num_cat=0
split_feature=1 1 12 7 5 3 1 21 11 0
split_gain=0.0017937 0.00286544 0.00234597 0.00236307 0.00165871 0.00333885 0.00158186 0.00135927 0.00115419 0.00240702
threshold=-0.52333999999999992 -0.50388999999999995 0.098385000000000028 0.078745000000000023 0.51524500000000006 0.11089500000000001 -0.064534999999999995 0.11347500000000002 -0.37931999999999999 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 8 -6 -5 -7 -3 -10
right_child=1 2 -4 6 5 7 -8 -9 9 -11
leaf_value=-0.00040999446541403344 0.00064430394655185799 -0.00041950014465274248 -0.00064322063314224047 0.00017316675902948202 0.00033650716318047011 -0.0010494919247611486 0.00093224231184431091 -0.00027464367203156113 1.3921555866788635e-05 0.00029803078978718988
leaf_weight=90 76 54 51 75 51 46 46 51 2894 330
leaf_count=90 76 54 51 75 51 46 46 51 2894 330
internal_value=0 3.91172e-05 2.61064e-05 3.5961e-05 2.04454e-05 -0.000304876 0.000468507 -0.000650537 3.53832e-05 4.32561e-05
internal_weight=0 3674 3598 3547 3426 148 121 97 3278 3224
internal_count=3764 3674 3598 3547 3426 148 121 97 3278 3224
is_linear=0
shrinkage=0.0995203


Tree=6853
num_leaves=30
num_cat=0
split_feature=3 3 17 5 5 8 9 9 9 20 3 20 20 3 9 9 9 8 9 9 8 3 9 17 9 20 9 5 19
split_gain=0.00155585 0.00268566 0.00357835 0.00278924 0.0056621 0.00701787 0.00503747 0.00556261 0.00436723 0.00398053 0.00257742 0.00242532 0.00233537 0.00249245 0.0024347 0.00232326 0.0025469 0.0106978 0.002195 0.0104177 0.00710475 0.00336986 0.00194135 0.00317729 0.00193614 0.00189126 0.00172875 0.00432465 0.00369202
threshold=0.091715000000000033 0.11125500000000002 -0.56005499999999986 0.057175000000000011 -0.0044999999999999997 -0.077604999999999993 0.093535000000000021 0.09833500000000002 0.09202500000000001 -1.0000000180025095e-35 0.093245000000000022 -0.042414999999999994 -0.078725000000000003 0.11523000000000001 0.089105000000000018 0.11156500000000001 0.091750000000000012 -0.049499999999999995 0.11408000000000003 0.10078500000000003 -0.016289999999999999 0.11926500000000002 0.09091500000000001 0.26639000000000007 0.093425000000000022 -0.096095 0.084595000000000017 0.11083500000000003 0.093310000000000018
decision_type=2 2 2 2 2 2 2 2 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 8 -6 9 -8 11 -5 -10 -4 14 24 -3 16 22 -18 19 21 -20 -15 23 26 -14 -16 27 -1 -28
right_child=1 12 3 6 5 -7 7 -9 10 -11 -12 -13 13 18 25 -17 17 -19 20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30
leaf_value=7.8058600745990501e-05 -0.00090323111349093572 -0.00068998991887430315 -4.5998629107293734e-05 0.00041779683739443961 -0.0017569559609530792 -0.00016502304555403725 0.0011510985113328419 -0.00011807462308977953 -0.0010183507315161626 -0.00076666347595637447 -0.00021476080255379047 0.00050465723687031583 0.0010819392454609379 -0.00061643864274565387 0.00048346412783977969 -0.00058386293230625421 0.0014357996178587815 -0.00037643793514812845 0.00044923901220275941 0.0015021095467180664 -0.0012178745150745953 0.00015212852531176264 -0.00051497918298958176 0.00066744880803488928 0.00021120872726799203 -0.00037220820790696303 2.4884906671002627e-05 0.00080575069121252097 -0.00075503265868757767
leaf_weight=609 58 68 186 46 48 67 78 59 47 70 286 135 50 69 54 49 65 63 54 53 47 311 53 91 57 48 784 94 65
leaf_count=609 58 68 186 46 48 67 78 59 47 70 286 135 50 69 54 49 65 63 54 53 47 311 53 91 57 48 784 94 65
internal_value=0 -3.80163e-05 -0.000141104 -9.70509e-05 -0.000191882 -0.000836601 0.000187956 0.000598545 -7.72626e-05 -0.000289907 -0.000330639 0.000183035 9.82547e-05 0.000185931 -0.000227519 8.97795e-05 0.000108325 0.000537444 9.62703e-05 0.000194895 -0.000318441 1.04186e-05 7.54561e-05 9.50006e-05 0.000625743 7.27691e-05 6.09082e-05 0.000176525 -3.38619e-05
internal_weight=0 1891 1080 1022 769 115 253 137 654 116 333 321 811 641 170 1873 1824 128 534 433 101 380 1696 1643 107 102 1552 703 849
internal_count=3764 1891 1080 1022 769 115 253 137 654 116 333 321 811 641 170 1873 1824 128 534 433 101 380 1696 1643 107 102 1552 703 849
is_linear=0
shrinkage=0.0995203


Tree=6854
num_leaves=22
num_cat=0
split_feature=12 3 3 25 20 5 26 6 21 26 20 8 26 0 26 17 26 26 6 5 6
split_gain=0.00132288 0.00154679 0.00235738 0.00343855 0.00277098 0.00421525 0.0031907 0.00376925 0.0121595 0.00338388 0.00290567 0.00224811 0.0038668 0.0031512 0.00223038 0.00232829 0.00264467 0.00263407 0.00168904 0.00343499 0.0013423
threshold=0.098385000000000028 0.091715000000000033 0.11404500000000002 0.085465000000000027 -0.094259999999999997 -0.012464999999999999 -0.01278 -0.098424999999999999 0.099685000000000024 -0.080514999999999989 -0.077394999999999992 -0.49499500000000002 0.12236500000000003 -0.057604999999999996 0.11215000000000001 0.26639000000000007 0.098185000000000022 0.087395000000000014 0.10384500000000003 0.26676500000000009 -0.095554999999999987
decision_type=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 4 11 5 -3 9 8 -8 20 -9 -4 13 -13 15 16 18 -17 19 -1 -6
right_child=-2 2 3 -5 6 -7 7 10 -10 -11 -12 12 -14 -15 -16 17 -18 -19 -20 -21 -22
leaf_value=5.3583411687365058e-05 -0.00046999611175658855 -5.531712425532055e-07 -0.000610385157446707 0.00092522260006550408 0.000408608206525917 -0.0011131518913483742 -0.0015863578870656556 0.00050139414114946609 0.00041510561494103503 0.00094040670776257811 -0.00012906182870222992 0.00020116298727773665 0.00072519660005700463 -0.00029787435115606923 0.00060740218822468307 0 -0.00057888395647966075 0.0010198224024688817 -0.00052360561877543899 0.00077870319587959082 -0.00024303497634472554
leaf_weight=1459 53 72 47 48 53 66 65 81 55 58 661 313 85 209 81 50 65 53 46 68 76
leaf_count=1459 53 72 47 48 53 66 65 81 55 58 661 313 85 209 81 50 65 53 46 68 76
internal_value=0 3.00281e-05 -3.27511e-05 0.000111215 -0.000118583 -0.000538598 -6.25481e-05 -0.000144038 -0.000662199 0.000308712 -5.91352e-05 5.0219e-05 0.000102718 0 9.55653e-05 7.12818e-05 4.18792e-05 0.000530922 6.8051e-05 8.64104e-05 1.83485e-05
internal_weight=0 3711 1889 702 1187 138 1049 862 120 187 742 654 607 522 1822 1741 1638 103 1573 1527 129
internal_count=3764 3711 1889 702 1187 138 1049 862 120 187 742 654 607 522 1822 1741 1638 103 1573 1527 129
is_linear=0
shrinkage=0.0995203


Tree=6855
num_leaves=9
num_cat=0
split_feature=1 1 12 24 10 17 9 8
split_gain=0.0012969 0.0022841 0.00157922 0.00249759 0.00130236 0.0031432 0.00274888 0.00165733
threshold=-0.52333999999999992 -0.50763499999999995 0.098385000000000028 -0.069669999999999996 0.090150000000000022 -0.55286000000000002 0.089025000000000021 -0.073999999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -7
right_child=1 2 -4 4 -6 7 -8 -9
leaf_value=-0.00035201055654159995 0.00069173467148043262 0.00067090518163851918 -0.00052874008716106697 4.7113610056098663e-05 -0.00044551291677273641 6.5063292059508898e-05 0.0011086667284335248 -7.8282870385522492e-05
leaf_weight=90 51 59 51 51 59 2045 49 1309
leaf_count=90 51 59 51 51 59 2045 49 1309
internal_value=0 2.98691e-05 2.03263e-05 2.83949e-05 1.7371e-05 2.55149e-05 0.000575461 8.87404e-06
internal_weight=0 3674 3623 3572 3513 3454 100 3354
internal_count=3764 3674 3623 3572 3513 3454 100 3354
is_linear=0
shrinkage=0.0995203


Tree=6856
num_leaves=19
num_cat=0
split_feature=28 2 2 26 8 17 2 2 26 20 17 17 5 7 21 8 8 9
split_gain=0.0133268 0.00240307 0.00832696 0.0201442 0.00541493 0.0182728 0.00324312 0.0038668 0.00262681 0.00202688 0.00197506 0.00337469 0.00342431 0.0017974 0.00217446 0.00152562 0.00414982 0.00227003
threshold=0.083225000000000021 -0.080165 -0.081055000000000002 0.090385000000000021 -0.10833 -0.053765 -0.079555000000000001 -0.078784999999999994 0.087045000000000025 -0.14878999999999998 -0.065004999999999993 -0.081244999999999998 -0.014739999999999998 0.016975000000000004 0.10645500000000004 -0.086914999999999992 -0.086304999999999993 0.084055000000000032
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 5 -1 -3 -8 -4 -6 11 12 -9 14 -12 17 -17 -11
right_child=-2 6 3 -5 9 -7 7 10 -10 15 13 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.0022916048335306603 0.001310732316507571 0.00066006376151591046 -0.00048587855450852864 -0.0023533676155326312 -0.00061758706048726164 0.00018408214216361841 -0.00073198849849596059 0.00066620473774471123 0.00053503432962531119 0.00060084939989460775 0.00018906892100842174 -0.00078355381428627403 -0.00014277422339885039 -0.00036063832278157701 -0.00019343084600693806 -0.00095566813781655744 -1.9353854639247995e-05 7.9040972512130836e-06
leaf_weight=46 71 74 52 56 56 81 71 59 48 93 899 70 419 80 174 49 1146 214
leaf_count=46 71 74 52 56 56 81 71 59 48 93 899 70 419 80 174 49 1146 214
internal_value=0 -6.54679e-05 -0.000145962 -0.000842133 -8.10237e-05 -0.000706178 1.43648e-05 -1.21381e-05 0 -2.9539e-05 1.74274e-05 -0.000137528 -4.12085e-05 9.17846e-05 0.000126279 -7.06936e-06 -5.84317e-05 0.000190193
internal_weight=0 3687 1841 156 1685 127 1846 1772 100 1558 1701 548 478 1153 1073 1502 1195 307
internal_count=3758 3687 1841 156 1685 127 1846 1772 100 1558 1701 548 478 1153 1073 1502 1195 307
is_linear=0
shrinkage=0.0995203


Tree=6857
num_leaves=25
num_cat=0
split_feature=28 18 18 26 2 18 2 9 20 18 9 17 26 1 26 26 1 1 2 1 17 1 3 18
split_gain=0.010808 0.00252682 0.00964865 0.0176975 0.00360272 0.00356215 0.00311831 0.011433 0.00357032 0.00223228 0.00181149 0.00388872 0.00276351 0.00623693 0.00433745 0.00256015 0.00102226 0.007715 0.00375803 0.0050589 0.00370135 0.00346801 0.00161016 0.00149538
threshold=0.083225000000000021 0.088735000000000022 0.093060000000000018 0.090715000000000032 -0.079149999999999984 0.086510000000000017 -0.096314999999999998 0.083760000000000015 -0.097019999999999995 -0.10082999999999999 0.094085000000000016 0.41106500000000007 0.09271500000000002 -0.070654999999999996 0.091195000000000012 -0.057034999999999995 -0.049499999999999995 -0.072579999999999992 -0.076524999999999996 -0.34140499999999996 -0.086174999999999988 -0.078509999999999983 0.11896500000000003 0.11417000000000002
decision_type=2 2 2 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 -9 -10 12 15 14 -14 -8 -12 17 18 21 -20 -18 -4 23 -22
right_child=-2 2 16 -5 -6 -7 10 8 9 -11 11 -13 13 -15 -16 -17 20 -19 19 -21 22 -23 -24 -25
leaf_value=-0.0013954529159255135 0.0011802879381937676 0.00051048137200360633 9.4906503740632339e-05 -0.002277582302481521 -0.00071366557607854928 0.00071321298185147996 -2.7187345220065119e-05 -0.00069426167524438639 0.00051688258282402534 -7.6805682333938152e-05 0.00065010636613502737 0.00085565837735872708 0.00013856671657862946 -0.0010397749095043599 0.00066388822348996651 -6.3347653652395599e-05 0.000881940646816106 -0.0011812602726227607 -9.714973449795592e-05 0.0012829337753890008 0.00043023241384134266 -0.00072285421618989236 -0.00058976182040514817 -0.00015283025293971842
leaf_weight=75 71 49 143 59 46 65 1681 67 92 192 60 74 95 82 95 287 49 61 56 48 69 79 47 116
leaf_count=75 71 49 143 59 46 65 1681 67 92 192 60 74 95 82 95 287 49 61 56 48 69 79 47 116
internal_value=0 -5.90188e-05 -0.000212904 -0.000923328 -7.36464e-05 -1.45817e-05 -3.17693e-05 -0.000279781 -3.90571e-05 0.000112633 1.23901e-05 0.000199868 -2.76045e-05 -0.000402707 9.31805e-06 5.76571e-05 -4.78986e-05 -0.000153618 3.61595e-05 0.000531941 9.47879e-05 -0.000192411 -6.79357e-05 6.02114e-05
internal_weight=0 3687 822 154 95 2865 2800 426 351 284 2374 421 1953 177 1776 347 668 387 326 104 281 222 232 185
internal_count=3758 3687 822 154 95 2865 2800 426 351 284 2374 421 1953 177 1776 347 668 387 326 104 281 222 232 185
is_linear=0
shrinkage=0.0995203


Tree=6858
num_leaves=25
num_cat=0
split_feature=28 6 1 5 6 18 18 26 26 1 1 3 18 6 9 2 5 4 9 6 4 9 4 0
split_gain=0.00876469 0.00286732 0.00705868 0.0145226 0.0024202 0.00235787 0.010575 0.0146064 0.00298507 0.00539936 0.00738379 0.00206658 0.00547818 0.00520221 0.00193387 0.00403896 0.00137605 0.00342656 0.00284592 0.00802763 0.00667615 0.00201869 0.0015298 0.00266975
threshold=0.083225000000000021 -0.0093650000000000001 0.054560000000000004 -0.40421499999999994 -0.01146 0.088735000000000022 0.093060000000000018 0.090715000000000032 0.095245000000000024 -0.083284999999999984 -0.068094999999999989 0.10850000000000003 0.15374500000000005 0.099330000000000016 0.09550500000000002 -0.097424999999999998 -0.49053999999999998 0.13300500000000004 0.11351500000000002 -0.10754999999999999 0.14566000000000004 0.10744000000000002 0.10543500000000001 -0.13752999999999999
decision_type=2 2 2 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 16 8 7 -7 14 -10 -11 13 -13 -8 15 -3 17 22 20 -20 21 -18 23 -1
right_child=-2 2 3 -5 -6 6 11 -9 9 10 -12 12 -14 -15 -16 -17 18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00081131370953509553 0.0010628254048671948 0.0004345285368117861 0.00021811734549889949 -0.0022425795344594721 0.00073077505029402797 -2.3076624039774435e-05 -0.00010685909510624969 -0.0024971650925157932 -0.0003268125436554046 0.0014096712964825344 -3.5045482560739239e-05 0.00030025851304292691 -0.0012088444252878949 0.0010010164250829599 -0.00056208295820573046 -0.00012899646976667178 5.2027161261380617e-06 0.00096511921427344107 -0.0015126378325981281 0.00017116103942157079 0.0011768033930859556 -0.00066600327391040681 -0.00024862180427651066 -0.00020775967719814122
leaf_weight=52 71 145 48 46 49 50 258 46 81 70 68 46 48 50 80 944 1206 51 46 70 48 46 91 48
leaf_count=52 71 145 48 46 49 50 258 46 81 70 68 46 48 50 80 944 1206 51 46 70 48 46 91 48
internal_value=0 -5.31674e-05 -0.000134753 -0.000977345 4.09864e-05 -9.23231e-05 -0.00027826 -0.00121711 -2.5021e-05 0.000311346 0.00069185 -5.2022e-05 -0.000461639 7.03331e-05 -8.87362e-05 -5.32116e-05 2.01069e-05 0.000239644 -1.68347e-05 -0.000489496 2.47115e-05 -1.88044e-05 4.16441e-05 0.000313972
internal_weight=0 3687 1980 94 1707 1886 498 96 1388 219 138 402 94 308 1169 1089 1658 242 1416 116 1300 1252 191 100
internal_count=3758 3687 1980 94 1707 1886 498 96 1388 219 138 402 94 308 1169 1089 1658 242 1416 116 1300 1252 191 100
is_linear=0
shrinkage=0.0995203


Tree=6859
num_leaves=22
num_cat=0
split_feature=28 5 5 0 0 5 17 2 2 0 0 21 3 5 27 0 21 4 26 3 21
split_gain=0.00710776 0.00236484 0.0122083 0.00553961 0.0177113 0.00207661 0.00200812 0.00272023 0.00862146 0.00245919 0.00482282 0.00265661 0.00171788 0.00332552 0.00124812 0.00125112 0.00239778 0.00366102 0.00133443 0.00192556 0.000552125
threshold=0.083225000000000021 -0.091229999999999992 -0.088604999999999989 -0.10096999999999999 -0.14075499999999999 -0.094469999999999985 0.40441500000000008 -0.073884999999999992 -0.069129999999999983 -0.088174999999999989 -0.087394999999999987 0.094640000000000016 0.089895000000000017 -0.014739999999999998 0.10153000000000002 -0.095339999999999994 0.090995000000000006 0.12182500000000003 -0.025024999999999999 0.086895000000000014 0.085855000000000029
decision_type=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 14 9 -8 -9 11 -11 -5 -4 -14 15 18 17 -17 20 -20 -1
right_child=-2 2 3 6 -6 -7 7 8 -10 10 -12 -13 13 -15 -16 16 -18 -19 19 -21 -22
leaf_value=0 0.00095705281807503177 -0.0015377091365967213 0.00044364385266416873 0.00045003974986413585 -0.0018034398683232345 0.00055793271404724074 -0.00017673248012677964 0.0015656330667821381 -0.00014177950652974848 -0.00099480193055976967 -5.6159073062889921e-05 -0.00021185799136411737 0.0004547593871310315 -0.0005997023798731166 0.00041653621062691392 0.00028970639010775944 -0.00063176092783582443 -0.00052927306618116062 -0.0001994122716032696 0.00030064843926827506 -0.00048269350188554936
leaf_weight=46 71 57 62 185 74 84 73 51 67 56 1869 87 47 78 79 155 78 83 99 311 46
leaf_count=46 71 57 62 185 74 84 73 51 67 56 1869 87 47 78 79 155 78 83 99 311 46
internal_value=0 -4.78982e-05 -9.60292e-05 -6.46987e-05 -0.000500127 8.40322e-05 -1.67651e-05 0.000292196 0.000589233 -4.39978e-05 -8.38903e-05 0.00023532 1.12451e-05 -0.000196676 3.87409e-05 1.25382e-06 -0.000152856 6.56253e-07 9.98941e-05 0.000177905 -0.000238867
internal_weight=0 3687 2706 2649 261 981 2388 191 118 2197 1925 272 187 125 897 818 316 238 502 410 92
internal_count=3758 3687 2706 2649 261 981 2388 191 118 2197 1925 272 187 125 897 818 316 238 502 410 92
is_linear=0
shrinkage=0.0995203


Tree=6860
num_leaves=12
num_cat=0
split_feature=22 23 6 18 18 10 9 18 18 18 17
split_gain=0.0311142 0.00547216 0.00208674 0.00716929 0.00370109 0.00179296 0.0014736 0.00139221 0.0148134 0.00229177 0.000874907
threshold=0.13264000000000004 -0.069894999999999999 0.11642500000000001 -0.069565000000000002 0.0089800000000000036 0.090150000000000022 -0.37999999999999995 -0.091594999999999996 -0.093649999999999997 -0.055464999999999993 -0.052269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 -3 8 -8 -9 -6
right_child=-2 2 3 4 10 -7 7 9 -10 -11 -12
leaf_value=0.0010627660702354912 0.0025887992351674022 -0.00058215575898510491 0.0010476112140471339 -0.00062712862896860649 0 -0.00056449800924321619 -4.5215948559923022e-06 0.00019981583807489602 -0.0016655678506342626 -4.2650334988832348e-05 0.00059961537547941412
leaf_weight=46 46 49 77 76 50 66 549 468 59 2206 48
leaf_count=46 46 49 77 76 50 66 549 468 59 2206 48
internal_value=0 -1.54345e-05 -2.92546e-05 0.000247103 -0.000102441 -4.99153e-05 -3.94736e-05 -3.1122e-05 -0.000167055 0 0.000296106
internal_weight=0 3694 3648 251 174 3397 3331 3282 608 2674 98
internal_count=3740 3694 3648 251 174 3397 3331 3282 608 2674 98
is_linear=0
shrinkage=0.0995203


Tree=6861
num_leaves=14
num_cat=0
split_feature=22 29 9 8 18 0 10 18 8 17 1 10 17
split_gain=0.0252299 0.00483437 0.00183679 0.00243393 0.00188191 0.00212175 0.00179827 0.00140936 0.00478764 0.00734855 0.00344902 0.00164217 0.00265061
threshold=0.13264000000000004 0.12330000000000002 0.11408000000000003 -0.067434999999999981 -0.063154999999999989 -0.057604999999999996 0.090150000000000022 0.11504500000000002 -0.070134999999999989 0.070205000000000017 -0.072579999999999992 0.086275000000000018 -0.16207999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 7 11 10 -10 -9 12 -1
right_child=-2 -3 3 4 5 -7 -8 8 9 -11 -12 -13 -14
leaf_value=-0.00023095821552831635 0.0023311613669001518 0.00089507202978292213 -0.00037719775223903204 -0.00011256464864479418 0.00091744060167466088 0.00010897330680402303 -0.00057491080408136061 0.00056054787547416994 -0.0014473358030178973 8.1046533013602883e-05 -0.00032743547475724621 0.00054264158071623938 1.6236968450045061e-05
leaf_weight=519 46 57 49 49 82 57 63 82 65 58 91 51 2471
leaf_count=519 46 57 49 49 82 57 63 82 65 58 91 51 2471
internal_value=0 -1.39141e-05 -2.8385e-05 0.000238923 0.000403862 0.0005918 -4.72587e-05 -3.70517e-05 -0.000244558 -0.00071998 8.87265e-05 -1.65846e-05 -2.6397e-05
internal_weight=0 3694 3637 237 188 139 3400 3337 296 123 173 3041 2990
internal_count=3740 3694 3637 237 188 139 3400 3337 296 123 173 3041 2990
is_linear=0
shrinkage=0.0995203


Tree=6862
num_leaves=15
num_cat=0
split_feature=10 3 2 3 5 5 18 5 20 20 2 1 1 5
split_gain=0.0214178 0.00422275 0.00487655 0.0015054 0.00162293 0.00744121 0.00823934 0.00305925 0.00208951 0.00414463 0.00358889 0.00134899 0.00327926 0.00228383
threshold=0.096215000000000023 0.17152000000000003 0.040040000000000013 0.14823500000000003 0.054660000000000007 0.066275000000000014 -0.071844999999999992 0.037395000000000005 -0.077394999999999992 -0.071149999999999991 -0.083534999999999984 -0.085184999999999997 -0.083284999999999984 -0.0087549999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 6 -6 11 10 -10 -7 13 -13 -1
right_child=-2 2 -4 -5 5 8 -8 -9 9 -11 -12 12 -14 -15
leaf_value=0.00037192110106512095 0.0020593142891020049 -2.7617493711315042e-05 0.0013767117453717496 -0.00046200372279829295 -0.0016924392927968115 -0.00041046976604255735 2.1492898180021007e-05 0.0007572246432815974 -0.0010084957781742792 -4.3680962464220229e-05 0.00048421989809214723 -0.00063348785049405578 -6.038321049824135e-06 -8.8447053781782469e-05
leaf_weight=234 50 50 46 79 60 61 50 54 49 466 157 86 2106 192
leaf_count=234 50 50 46 79 60 61 50 54 49 466 157 86 2106 192
internal_value=0 -1.42343e-05 0.000636763 -3.1851e-05 -2.19504e-05 -0.000142442 -0.000905937 1.57575e-05 -2.67482e-05 -0.000137069 0.000230116 1.50935e-07 -3.10289e-05 0.00016251
internal_weight=0 3690 96 3594 3515 843 110 2672 733 515 218 2618 2192 426
internal_count=3740 3690 96 3594 3515 843 110 2672 733 515 218 2618 2192 426
is_linear=0
shrinkage=0.0995203


Tree=6863
num_leaves=12
num_cat=0
split_feature=20 30 10 28 3 17 0 3 3 17 5
split_gain=0.0186077 0.00469317 0.00221559 0.00147955 0.00144602 0.00662255 0.00994471 0.00364687 0.00165494 0.00931094 0.00187767
threshold=0.24030500000000005 -1.0000000180025095e-35 0.090150000000000022 0.10217500000000003 0.087745000000000031 -0.16207999999999997 -0.081424999999999984 0.087515000000000023 0.088115000000000013 -0.014289999999999999 -0.040404999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -7 9 -6 -10
right_child=-2 2 -4 -5 8 7 -8 -9 10 -11 -12
leaf_value=0.00098024304714250474 0.0016432352514281978 -0.0019307078545496587 -0.00057797828571954626 -0.00058083843630910459 0.0013926916059117758 1.1146187048507954e-05 9.0484976863465765e-05 -0.00085159661688726906 -8.3695708527945086e-05 -0.00052053439701806091 9.7024258836741562e-05
leaf_weight=46 68 47 72 46 50 972 48 51 1052 50 1238
leaf_count=46 68 47 72 46 50 972 48 51 1052 50 1238
internal_value=0 -1.81272e-05 -3.10185e-05 -1.97074e-05 -1.2116e-05 -0.000105706 -0.000900857 -3.10643e-05 3.13211e-05 0.000427893 1.36461e-05
internal_weight=0 3672 3626 3554 3508 1118 95 1023 2390 100 2290
internal_count=3740 3672 3626 3554 3508 1118 95 1023 2390 100 2290
is_linear=0
shrinkage=0.0995203


Tree=6864
num_leaves=29
num_cat=0
split_feature=2 1 20 20 6 20 6 18 2 18 11 26 1 1 8 2 26 3 17 26 3 6 17 3 0 26 6 6
split_gain=0.00270381 0.0032905 0.00219558 0.00310299 0.00233547 0.00371188 0.00923012 0.00384087 0.00344187 0.00267136 0.00189393 0.00193758 0.00339561 0.0141935 0.00261896 0.00468304 0.00189744 0.0038475 0.0020993 0.00373736 0.00333403 0.00234748 0.0022109 0.00335079 0.00191042 0.00250995 0.00164484 0.00136774
threshold=-0.041009999999999998 0.51613500000000012 0.0057800000000000013 0.10252000000000001 -0.42102499999999998 -0.055879999999999992 -0.049814999999999991 0.10085500000000001 0.12875500000000004 -0.097059999999999994 -0.088499999999999981 0.10144500000000002 -0.083284999999999984 -0.079844999999999985 -0.070134999999999989 -0.076524999999999996 0.088775000000000021 0.085295000000000024 -0.46515999999999996 -0.22971 0.098225000000000021 0.088565000000000019 -0.56005499999999986 0.10214500000000003 -0.085349999999999995 0.09032500000000003 -0.13803499999999999 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 2 2 2
left_child=10 2 4 -4 -2 7 -7 8 -6 -8 -1 16 -13 -14 -15 -16 18 -18 22 20 -20 -21 -12 -24 27 -26 -5 -19
right_child=1 -3 3 26 5 6 9 -9 -10 -11 11 12 13 14 15 -17 17 24 19 21 -22 -23 23 -25 25 -27 -28 -29
leaf_value=0.00070885305108886085 0.00045812583922964236 -0.00074437410488757693 0.00077631616605159401 -0.00044359810828475753 6.1257508899710715e-05 -0.0013371979196747802 -0.00068507254680373814 0.00083751905580237086 -0.00080035956886113284 7.7482750008118031e-05 1.2415774216636197e-05 -0.00033071220487155216 0.0019384779919379852 0.00064374320667799666 -0.00065474062271776365 0.00026891550018483593 -0.00098368187606457237 5.7232788480009688e-05 7.5773016563022844e-06 2.96965407855404e-05 -0.0011615025266443488 0.00039510750853214566 0.00014202925879447349 0.0013392712023074687 -0.00048515800081564011 -6.3860855500145766e-06 0.00032423864773277916 0.00072222056360579992
leaf_weight=46 58 77 68 58 230 84 61 50 57 174 78 81 50 77 79 174 46 97 48 990 46 213 49 47 144 454 52 47
leaf_count=46 58 77 68 58 230 84 61 50 57 174 78 81 50 77 79 174 46 97 48 990 46 213 49 47 144 454 52 47
internal_value=0 -0.000119169 -6.42814e-05 0.000246749 -0.000142968 -0.000197361 -0.000440853 3.06964e-05 -0.000107013 -0.000116974 7.38691e-05 6.28294e-05 0.000248962 0.000374678 0.000135258 -1.62633e-05 2.44826e-05 -9.96389e-05 9.15297e-05 4.72711e-05 -0.000555817 9.50757e-05 0.000416729 0.000736707 -4.37297e-05 -0.000123045 -7.31787e-05 0.000279962
internal_weight=0 969 892 178 714 656 319 337 287 235 2766 2720 461 380 330 253 2259 788 1471 1297 94 1203 174 96 742 598 110 144
internal_count=3735 969 892 178 714 656 319 337 287 235 2766 2720 461 380 330 253 2259 788 1471 1297 94 1203 174 96 742 598 110 144
is_linear=0
shrinkage=0.0995203


Tree=6865
num_leaves=25
num_cat=0
split_feature=4 2 18 26 4 4 4 4 5 2 18 20 1 8 26 18 2 0 20 8 5 5 1 5
split_gain=0.00240293 0.00155656 0.00231202 0.00434042 0.00254506 0.00343462 0.00351846 0.00329637 0.00409678 0.00228957 0.00183842 0.00357757 0.00143817 0.00262626 0.00277849 0.00299545 0.00213799 0.00175509 0.00412084 0.00560358 0.00474286 0.00195264 0.00181489 0.00119906
threshold=0.15730000000000002 -0.0072299999999999994 -0.019539999999999998 0.12236500000000003 0.099960000000000021 0.10713500000000002 0.11496500000000003 0.086380000000000026 -0.09583499999999999 -0.011474999999999999 -0.110495 -0.0058900000000000003 -0.047889999999999995 0.10528000000000003 0.11081000000000002 0.091330000000000008 -0.075429999999999983 -0.068604999999999985 -0.076005000000000003 -0.062834999999999988 0.40431000000000011 0.41276000000000007 -0.0327 0.27608500000000008
decision_type=2 2 2 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 7 -6 -7 8 -4 12 23 -12 13 14 16 -16 -1 21 20 -20 -19 22 -14 -3
right_child=-2 2 3 -5 5 6 -8 -9 -10 -11 11 -13 17 -15 15 -17 -18 18 19 -21 -22 -23 -24 -25
leaf_value=9.1848032812419806e-05 -0.00067751473761970158 0.00022024575445031485 -0.00064646270765562452 -0.0011294053873826422 0.00083900900577007511 -0.000691007058693246 0.00015269574613317949 -0.00095611057712222493 0.00061732740718220861 0.00066149472820114922 -0.00013250731353614323 0.0010584893897783697 -0.00056475673214315028 0.00072750977021198511 0.0008381200608341457 5.4122186075360294e-05 -0.00025403190837082126 -5.7612679364955401e-05 0.00086850872036242329 -0.00040005916922426668 -0.0014904950817718552 0.00059031871811497281 2.6572188259346662e-05 -0.00048093560740480586
leaf_weight=1032 48 48 55 47 47 69 166 69 47 62 46 52 54 67 95 103 213 47 54 95 47 58 1067 47
leaf_count=1032 48 48 55 47 47 69 166 69 47 62 46 52 54 67 95 103 213 47 54 95 47 58 1067 47
internal_value=0 3.06744e-05 -0.000103289 -0.000216987 -0.000120514 6.06434e-05 -9.15463e-05 -0.000424051 -5.61023e-05 6.19554e-05 0.000187022 0.000491097 4.89983e-05 0.000116725 8.77984e-05 0.000434417 3.20159e-05 -2.2344e-05 -0.000266197 5.41963e-05 -0.000782763 2.72215e-05 -1.18264e-06 -0.000118037
internal_weight=0 3687 693 500 453 282 235 171 102 2994 193 98 2932 1510 1443 198 1245 1422 243 149 94 1179 1121 95
internal_count=3735 3687 693 500 453 282 235 171 102 2994 193 98 2932 1510 1443 198 1245 1422 243 149 94 1179 1121 95
is_linear=0
shrinkage=0.0995203


Tree=6866
num_leaves=28
num_cat=0
split_feature=6 6 4 26 2 3 3 3 26 17 26 8 3 26 3 2 17 5 5 3 17 3 3 2 17 3 4
split_gain=0.00207202 0.00292481 0.00243638 0.00198128 0.00408362 0.00294816 0.00672883 0.00475716 0.00470346 0.00419142 0.00416251 0.00368799 0.00318529 0.00460236 0.00275209 0.00629958 0.00523542 0.00496286 0.00206108 0.00183596 0.0027372 0.00358906 0.00254983 0.00222801 0.0014876 0.00278467 0.00159732
threshold=0.087575000000000028 0.087075000000000027 0.15028500000000003 0.11861500000000001 -0.072624999999999981 0.091615000000000016 0.092635000000000023 0.089655000000000026 0.088325000000000028 -0.040589999999999994 0.086325000000000027 -0.085089999999999985 0.088845000000000021 0.091485000000000025 0.096385000000000012 -0.073194999999999996 0.057560000000000014 0.054660000000000007 -0.0086449999999999982 0.084290000000000018 0.056905000000000011 0.083725000000000022 0.084685000000000024 -0.085804999999999992 -0.53166999999999998 0.091225000000000014 0.079225000000000018
decision_type=2 2 2 2 2 2 2 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 -5 7 -7 8 10 -9 18 -12 13 -10 16 -16 -8 -17 -2 20 21 23 -21 -1 25 -24 -26
right_child=3 -3 -4 4 -6 6 14 9 12 -11 11 -13 -14 -15 15 17 -18 -19 -20 22 -22 -23 24 -25 26 -27 -28
leaf_value=0.00030349666679458146 0.00046285099096975309 -0.00077533754982552763 -0.00066889724324462226 0.0011241173626254824 -5.4275478927555517e-05 -0.0011718552903543932 0.0010899450898295806 0.00011852477362606236 -0.00041691517063623216 0.0013863941122179543 0.00033633169327394979 0.0015161042789517626 -0.00096046372993943338 0.00059652151057857576 -0.00095243412738893766 0.00067257157209653687 -0.00014941900052311798 -0.00042724882818228829 -0.00035897178369283689 -0.00071662913860853273 0.00086222185887764591 0.00085589888823931056 0.00086408658749891423 -0.00028798520513525366 1.8242185332669268e-05 2.5730764149775448e-05 -0.00017622464787140453
leaf_weight=103 55 51 55 57 57 52 60 48 118 60 63 48 46 71 71 89 75 74 67 53 54 51 52 161 1251 169 624
leaf_count=103 55 51 55 57 57 52 60 48 118 60 63 48 46 71 71 89 75 74 67 53 54 51 52 161 1251 169 624
internal_value=0 -2.87471e-05 -1.36306e-05 0.000133277 0.00052774 8.73517e-05 -0.000111509 0.000234121 9.47508e-05 0.000830477 0.000412817 0.000853879 -0.000217125 -3.18747e-05 3.56983e-05 -0.000168292 0.000395346 0.000168244 4.81208e-06 3.57089e-07 0.000205756 9.06204e-05 -3.45306e-05 -5.41168e-05 -1.68923e-05 0.000226695 -4.60398e-05
internal_weight=0 2624 2573 1111 114 997 421 576 468 108 233 111 235 189 369 234 135 163 122 2518 369 315 2149 264 2096 221 1875
internal_count=3735 2624 2573 1111 114 997 421 576 468 108 233 111 235 189 369 234 135 163 122 2518 369 315 2149 264 2096 221 1875
is_linear=0
shrinkage=0.0995203


Tree=6867
num_leaves=20
num_cat=0
split_feature=6 6 4 3 3 6 6 2 3 26 0 3 17 3 3 2 17 0 4
split_gain=0.00167899 0.00237187 0.00197619 0.0017577 0.00285647 0.00583459 0.00392511 0.00367491 0.00615846 0.00418853 0.00300568 0.00149073 0.00221645 0.00290944 0.00206784 0.00180741 0.00120967 0.00306423 0.00129589
threshold=0.087575000000000028 0.087075000000000027 0.15028500000000003 0.14530500000000005 0.10871500000000002 0.11766500000000002 0.18123500000000006 -0.072419999999999998 0.097095000000000029 0.11861500000000001 -0.071029999999999996 0.084290000000000018 0.056905000000000011 0.083725000000000022 0.084685000000000024 -0.085804999999999992 -0.53166999999999998 -0.078479999999999994 0.079225000000000018
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 6 -6 7 9 -9 10 -2 12 13 15 -13 -1 17 -16 -18
right_child=3 -3 -4 -5 5 -7 -8 8 -10 -11 -12 14 -14 -15 16 -17 18 -19 -20
leaf_value=0.00027329255623125405 0.00017283351776504159 -0.00069817581373752906 -0.00060232849586876766 0.00071165873529992739 0.000417600512368993 -0.0010803521062857382 0.00099791689283742265 0.00014077676811184072 -0.0012876760544899438 0.0010018984861216416 -0.00057760649005333346 -0.00064530999274995044 0.00077641340740078368 0.00077071945321679591 0.00087256821634985112 -0.00025932485760454853 1.6426701428457202e-05 0 -0.00015868674229243876
leaf_weight=103 670 51 55 48 46 57 51 77 48 57 57 53 54 51 52 161 1251 169 624
leaf_count=103 670 51 55 48 46 57 51 77 48 57 57 53 54 51 52 161 1251 169 624
internal_value=0 -2.58241e-05 -1.21791e-05 0.000120013 9.25272e-05 -0.000403416 0.00014659 9.79257e-05 -0.0004012 0.00017855 0.00011287 3.86246e-07 0.0001855 8.16018e-05 -3.10183e-05 -4.84225e-05 -1.50946e-05 0.000204503 -4.14145e-05
internal_weight=0 2624 2573 1111 1063 103 960 909 125 784 727 2518 369 315 2149 264 2096 221 1875
internal_count=3735 2624 2573 1111 1063 103 960 909 125 784 727 2518 369 315 2149 264 2096 221 1875
is_linear=0
shrinkage=0.0995203


Tree=6868
num_leaves=29
num_cat=0
split_feature=5 17 17 26 20 9 4 9 26 9 3 10 9 8 26 26 0 8 26 0 26 9 8 8 26 26 9 0
split_gain=0.00474778 0.0101041 0.0150098 0.0214823 0.00332734 0.00320577 0.00471349 0.00422603 0.00291506 0.00271175 0.00270181 0.0013998 0.00197441 0.00395882 0.00311075 0.00359736 0.00322481 0.00264357 0.0024372 0.00457283 0.00399914 0.00345486 0.00323515 0.00242152 0.00178191 0.00269584 0.00120279 0.000757427
threshold=-0.077634999999999996 -0.0065549999999999992 -0.065004999999999993 0.086325000000000027 -0.071149999999999991 0.11408000000000003 0.14727500000000002 0.10341500000000002 0.084785000000000013 0.085335000000000022 0.10377500000000002 0.090150000000000022 0.097680000000000031 -0.073029999999999984 0.093835000000000016 0.096155000000000018 -0.071029999999999996 -0.079585000000000003 0.091195000000000012 -0.082224999999999993 0.090625000000000025 0.093175000000000022 -0.078504999999999991 -0.055085000000000002 -0.092795000000000002 0.11699500000000003 0.10706000000000003 -0.076439999999999994
decision_type=2 2 2 2 2 2 2 2 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 -1 6 7 8 10 -10 -3 12 14 -14 18 27 17 -17 20 -20 21 -2 -21 26 -25 -26 -15 -16
right_child=11 5 3 -5 -6 -7 -8 -9 9 -11 -12 -13 13 23 15 16 -18 -19 19 22 -22 -23 -24 24 25 -27 -28 -29
leaf_value=0.00044228486781696183 -1.0443141324201336e-05 0.00054163669303417949 0.0031798206674977974 0.00051347566588675687 -0.00058794337860134023 -0.00055836879330181037 0.0010137203883267361 -0.0008069465970177201 -0.00060055118975721792 2.9055330494641947e-05 3.6046676478436087e-05 -0.0006048838017129358 0.00097473608776263735 -0.00072728867499218756 -0.0011930696638539488 0.00058888962550487293 -0.00071058103771060098 -0.00021217907029925985 0.0010490662696883079 -0.00066861751832016916 -0.0009788231494609076 -0.00069522985502291793 0.00046869416994766745 -0.00023917746072796517 0.00097082819250848319 6.4343394730119403e-05 -1.5954899930069318e-05 -0.00057226015577699113
leaf_weight=64 1454 193 47 85 60 84 51 56 87 297 237 47 51 49 47 62 76 118 57 47 47 77 52 56 54 87 50 46
leaf_count=64 1454 193 47 85 60 84 51 56 87 297 237 47 51 49 47 62 76 118 57 47 47 77 52 56 54 87 50 46
internal_value=0 0.000171953 0.000730255 0.00146906 -4.96109e-05 2.89235e-05 8.33765e-05 2.78981e-05 8.63379e-05 -0.000111458 0.000264878 -6.52094e-05 -5.44344e-05 0.000164515 -9.13014e-05 -0.000362652 -0.000166133 5.91968e-05 -3.62148e-05 0.000338102 -7.37383e-05 -4.54185e-05 -6.29728e-05 2.21504e-05 0.000226542 0.000417314 -0.000376298 -0.000894805
internal_weight=0 1261 256 132 124 1005 921 870 814 384 430 2477 2430 347 2083 349 256 180 1734 156 1578 1531 99 296 197 141 99 93
internal_count=3738 1261 256 132 124 1005 921 870 814 384 430 2477 2430 347 2083 349 256 180 1734 156 1578 1531 99 296 197 141 99 93
is_linear=0
shrinkage=0.0995203


Tree=6869
num_leaves=24
num_cat=0
split_feature=5 5 0 26 9 29 8 9 29 6 0 0 0 0 8 8 9 29 26 0 10 0 29
split_gain=0.0038606 0.00399708 0.01723 0.00731201 0.00215113 0.00656093 0.00271702 0.00218005 0.00153357 0.00155415 0.00287402 0.00741431 0.00368363 0.00745331 0.00146596 0.00157802 0.00244116 0.00146047 0.00226148 0.00170811 0.00207986 0.0025997 0.00131264
threshold=-0.077634999999999996 -0.10123 -0.098180000000000003 0.10393000000000002 0.11408000000000003 0.093650000000000025 0.10528000000000003 0.097990000000000022 0.091190000000000021 0.087455000000000019 -0.087184999999999999 -0.084665000000000004 -0.083039999999999989 -0.082135 -0.091284999999999991 -0.087444999999999995 0.087765000000000024 -0.0094649999999999995 -0.083385000000000001 0.12461500000000002 0.086275000000000018 0.032270000000000014 -0.011859999999999999
decision_type=2 2 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 5 6 7 22 9 17 -11 -12 -13 -14 -4 -16 -17 18 -2 20 21 -19 -1
right_child=8 2 3 -5 -6 -7 -8 -9 -10 10 11 12 13 -15 15 16 -18 19 -20 -21 -22 -23 -24
leaf_value=0.00039680353237073619 7.2248948869481634e-05 0.0018966892871895083 0.00024185450236774509 0.0010582966184513318 -0.00044720246635887584 0.0011402042083389961 -0.00072901375428498184 -0.00053726735522178419 -0.00054882080098404948 0.00038862116415074635 -0.0011233591997119438 0.0006400915557353466 -0.0012460298742047833 -6.8955632159394011e-05 -0.00058649732860450543 0.0005064172702209526 -0.00041010004942647804 8.6753927333338199e-05 -0.00064791459745881547 -0.00044936564285932195 0.00065056961260460977 -0.00044126934505068084 3.3073879466343514e-05
leaf_weight=126 90 65 89 68 84 54 47 56 62 86 80 59 59 573 79 51 66 1164 80 65 59 100 476
leaf_count=126 90 65 89 68 84 54 47 56 62 86 80 59 59 573 79 51 66 1164 80 65 59 100 476
internal_value=0 0.000154969 0.000406747 0.000130075 2.91544e-05 8.29523e-05 8.1011e-07 5.41845e-05 -5.88842e-05 -4.59671e-05 -0.000153686 -0.000215239 -0.000108917 -0.000180136 -8.85226e-05 -0.000242717 -3.59565e-06 1.276e-05 -0.000261836 4.69819e-05 7.19866e-05 4.43323e-05 0.000110563
internal_weight=0 1261 418 353 843 759 705 658 2477 2415 857 771 691 632 285 196 117 1558 170 1388 1323 1264 602
internal_count=3738 1261 418 353 843 759 705 658 2477 2415 857 771 691 632 285 196 117 1558 170 1388 1323 1264 602
is_linear=0
shrinkage=0.0995203


Tree=6870
num_leaves=26
num_cat=0
split_feature=5 17 8 26 17 3 9 9 26 18 26 18 3 17 3 0 0 6 2 2 3 9 9 9 26
split_gain=0.00313378 0.00695838 0.013441 0.00907036 0.0039874 0.00242737 0.00212774 0.00315564 0.00216498 0.00271444 0.00240913 0.00200161 0.00136784 0.00435571 0.00296249 0.00434599 0.00211863 0.00505778 0.0033073 0.00227405 0.00200371 0.00208083 0.00756598 0.0024287 0.00198805
threshold=-0.077634999999999996 -0.0065549999999999992 -0.092094999999999996 0.10353500000000003 -0.033249999999999995 0.15108000000000005 0.11351500000000002 0.10341500000000002 0.084535000000000013 0.092235000000000025 0.089485000000000023 0.088735000000000022 0.11125500000000002 -0.54441499999999998 0.10871500000000002 -0.17809 -0.068899999999999989 -0.070864999999999997 -0.07360499999999999 -0.063744999999999982 0.10583000000000002 0.089255000000000015 0.09055500000000001 0.088285000000000016 0.11659500000000002
decision_type=2 2 2 2 2 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 11 6 7 8 9 -3 -10 -4 14 -14 15 -2 17 -15 -18 -20 21 23 -23 -17 -21
right_child=12 5 3 -5 -6 -7 -8 -9 10 -11 -12 -13 13 16 -16 20 18 -19 19 24 -22 22 -24 -25 -26
leaf_value=0.0019995988354460791 0.00085783209488899368 0.00012873970441377045 -0.00025732140487956946 0.0013313039702891256 -0.00089851583008467982 -0.00052661163722768931 0.00059326429051516371 -0.00071388450012539067 -0.00035754991942388742 0.00088981422213985474 0.0001378681431429845 0.00063516997468898923 0.00097899612864275876 -0.00043685307187582383 -0.00076107910653639885 -3.8930633952495163e-05 -0.00069803312170981088 0.00087450559386007876 0.00065616585890711275 -0.00041360744536349069 -0.0005855701352535474 -0.001044349090957488 -7.061048692316111e-05 0.00043109963200891341 0.00032724086010299909
leaf_weight=54 49 366 48 54 50 74 70 54 185 54 202 50 50 48 63 1081 80 72 48 94 78 93 543 121 57
leaf_count=54 49 366 48 54 50 74 70 54 185 54 202 50 50 48 63 1081 80 72 48 94 78 93 543 121 57
internal_value=0 0.000139611 0.00060293 0.00022551 -0.000172424 2.07769e-05 6.51651e-05 2.12794e-05 7.1487e-05 0.000228541 -9.68443e-05 0.000189678 -5.30569e-05 0.000103279 -8.80734e-05 -6.60795e-05 -4.40843e-06 0.00034314 -0.000156826 5.66312e-05 -9.0135e-05 -6.86646e-05 -0.000214284 7.70419e-06 -0.000128528
internal_weight=0 1261 256 202 148 1005 931 861 807 420 387 98 2477 449 2028 1965 399 120 279 199 1916 1838 636 1202 151
internal_count=3738 1261 256 202 148 1005 931 861 807 420 387 98 2477 449 2028 1965 399 120 279 199 1916 1838 636 1202 151
is_linear=0
shrinkage=0.0995203


Tree=6871
num_leaves=33
num_cat=0
split_feature=5 1 9 6 5 3 20 18 18 1 1 1 6 1 3 6 8 9 26 18 18 3 9 1 1 1 1 18 18 21 9 5
split_gain=0.0025441 0.00395881 0.0172838 0.00556879 0.00482017 0.00265803 0.00202414 0.00131854 0.00438271 0.00314507 0.0027718 0.0022502 0.00186131 0.00490832 0.00195214 0.00131342 0.0043548 0.00840467 0.00428708 0.00124633 0.00338196 0.0025818 0.00538632 0.00377618 0.00255891 0.00347611 0.00244645 0.00167838 0.00171553 0.0013164 0.0029319 0.00180421
threshold=-0.077634999999999996 -0.074694999999999998 0.08401500000000002 0.087455000000000019 -0.087969999999999993 0.084735000000000019 0.12549000000000002 0.088635000000000019 0.092750000000000013 1.0000000180025095e-35 0.0047600000000000012 -0.0057250000000000001 -0.10032499999999998 0.26753500000000008 0.090295000000000028 0.11146500000000002 -0.08176499999999999 0.094085000000000016 0.096980000000000025 -0.026374999999999999 -0.019539999999999998 0.084550000000000028 0.084055000000000032 -0.085574999999999998 -0.077634999999999996 -0.089520000000000002 -0.072579999999999992 -0.042474999999999999 -0.063154999999999989 0.10817500000000002 0.097680000000000031 -0.012704999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -9 -3 11 -10 13 -11 -14 19 -17 -18 -19 27 -21 22 23 -22 25 -23 -26 28 29 31 -31 -2
right_child=15 6 3 4 -6 -7 -8 8 10 12 -12 -13 14 -15 -16 16 17 18 -20 20 21 24 -24 -25 26 -27 -28 -29 -30 30 -32 -33
leaf_value=0.0022174522050166135 -0.00016007408812643325 -0.00072796638828319642 0.00010573035356862213 -0.00012824937804196721 0.0010129869816782686 -0.0008727731304513526 -0.00050865930336523697 0.001109345788250525 0.00018762498071125917 0.0010233269244402242 0.00061856443230228994 -0.00075612815679479927 -0.00062694223093623196 4.5403371811261594e-05 7.6731323262355023e-06 0.00056682144986145452 -0.0012171636710850418 0.00072943355638047092 -0.00045305595670510078 -0.00077669996046349373 -0.00047455540713074967 -3.4375956069830071e-05 0.0011755860516780982 0.00062018942570272496 0.00062817567967344363 -0.00065653203213166607 -6.2007043545927461e-05 0.00054271408712076061 -0.00044780554894569214 -0.00045600059883270811 0.0003118949416653619 0.00018701002842667642
leaf_weight=46 190 54 49 63 84 59 65 49 48 61 51 50 62 318 202 50 86 54 69 69 80 194 49 51 59 169 363 64 73 133 77 647
leaf_count=46 190 54 49 63 84 59 65 49 48 61 51 50 62 318 202 50 86 54 69 69 80 194 49 51 59 169 363 64 73 133 77 647
internal_value=0 0.000125782 0.000440868 0.000117175 0.000518317 -0.000421243 2.61361e-05 6.58907e-05 0.00029254 3.30805e-07 1.84321e-05 -0.000285529 6.27674e-05 0.00020496 -0.000138265 -4.78096e-05 -0.000260185 -0.00046195 5.94304e-05 -2.26411e-05 -0.000102719 -5.36788e-05 0.000284828 -4.21079e-05 -0.000132341 -0.000326285 3.25479e-05 4.66001e-05 1.75198e-05 5.07456e-05 -0.000170541 0.000107243
internal_weight=0 1261 301 255 147 108 960 895 198 697 149 98 643 379 264 2477 259 209 123 2218 1034 965 180 131 785 363 422 1184 1120 1047 210 837
internal_count=3738 1261 301 255 147 108 960 895 198 697 149 98 643 379 264 2477 259 209 123 2218 1034 965 180 131 785 363 422 1184 1120 1047 210 837
is_linear=0
shrinkage=0.0995203


Tree=6872
num_leaves=15
num_cat=0
split_feature=29 23 5 19 5 19 6 0 6 18 5 2 0 26
split_gain=0.00396973 0.00196596 0.00160638 0.00417817 0.00296108 0.00287625 0.00229467 0.00834945 0.00340724 0.00151685 0.00194692 0.00734616 0.00168234 0.00158089
threshold=0.12330000000000002 0.086650000000000019 -0.039649999999999998 0.13265500000000005 -0.045014999999999993 0.10395500000000002 0.11690000000000002 -0.072039999999999979 0.10877500000000002 -0.010395 -0.06971999999999999 -0.079739999999999991 -0.071799999999999989 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 9 6 8 -8 -4 13 12 -12 -11 -1
right_child=-2 -3 3 -5 -6 -7 7 -9 -10 10 11 -13 -14 -15
leaf_value=-5.0278208453784455e-05 0.00087733939439820754 -0.00052996673698215238 9.8858546729567402e-05 0.0010321454606447686 -0.00073831418363830487 -0.00055391087372524397 -0.00093087829419813124 0.00056332525177864843 0.00084068851195888655 -5.275712628266794e-05 -0.0014149520406223862 4.6833503907015382e-05 0.00024339626945311699 0.00071338856289170289
leaf_weight=48 55 62 1714 46 58 70 85 65 64 1028 47 120 233 56
leaf_count=48 55 62 1714 46 58 70 85 65 64 1028 47 120 233 56
internal_value=0 2.49123e-05 3.46044e-05 9.30835e-05 -4.00576e-05 7.10537e-05 9.4169e-05 -0.000277933 0.000126022 -1.30879e-05 -4.03271e-05 -0.000359666 1.31514e-06 0.000353056
internal_weight=0 3696 3634 2044 1590 1998 1928 150 1778 1532 1428 167 1261 104
internal_count=3751 3696 3634 2044 1590 1998 1928 150 1778 1532 1428 167 1261 104
is_linear=0
shrinkage=0.0995203


Tree=6873
num_leaves=18
num_cat=0
split_feature=30 23 11 26 1 1 5 2 8 8 5 18 18 2 8 8 11
split_gain=0.00357124 0.00154619 0.00161554 0.00151937 0.00416155 0.00490476 0.00892904 0.00681072 0.00374665 0.00427215 0.00273254 0.00334836 0.00482725 0.00270951 0.00235868 0.0016378 0.00312476
threshold=-1.0000000180025095e-35 0.086650000000000019 0.097200000000000022 0.093835000000000016 -0.077429999999999985 -0.083284999999999984 -0.011204999999999998 -0.081055000000000002 -0.069939999999999988 -0.073999999999999996 0.30714500000000006 -0.10872 -0.037059999999999989 -0.088554999999999995 -0.062834999999999988 0.24853500000000003 -0.37179999999999996
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 6 -5 -7 9 -6 15 13 -13 -12 -10 16 -2
right_child=1 -3 -4 4 8 7 -8 -9 14 -11 11 12 -14 -15 -16 -17 -18
leaf_value=0.00089639304277175716 -0.00070932037329379024 -0.00045757886174159273 -0.00055334492654267222 -0.0011393109423131784 -0.00028512825193675303 0.0015777594048407343 0.0004250433867494563 8.6608822252917035e-05 0.00047341509148592808 -0.0012409149357085838 -0.00045863308854356903 0.0015424583625480678 0.00015291803129303491 0.00041533784127605403 -0.00017033697096773166 0.00061376332423358391 4.8675362772624322e-05
leaf_weight=47 55 65 46 57 209 51 98 78 80 61 56 49 53 93 190 49 2414
leaf_count=47 55 65 46 57 209 51 98 78 80 61 56 49 53 93 190 49 2414
internal_value=0 2.27192e-05 3.15233e-05 3.9239e-05 -7.89139e-05 0.000228005 -0.000144954 0.00068248 -0.000241846 -0.000504097 7.46947e-05 0.000388234 0.000828468 8.13714e-05 1.73725e-05 4.31152e-05 3.14585e-05
internal_weight=0 3704 3639 3593 824 284 155 129 540 270 2769 251 102 149 270 2518 2469
internal_count=3751 3704 3639 3593 824 284 155 129 540 270 2769 251 102 149 270 2518 2469
is_linear=0
shrinkage=0.0995203


Tree=6874
num_leaves=14
num_cat=0
split_feature=4 17 9 3 10 6 6 8 0 4 18 8 1
split_gain=0.00547417 0.00229163 0.0039976 0.00442506 0.00231366 0.00161499 0.0059881 0.00263485 0.00507934 0.0012931 0.00136368 0.00184305 0.00165522
threshold=0.15615500000000004 -0.54752499999999993 0.095415000000000014 0.10457000000000002 0.093790000000000026 0.11481500000000001 0.11884000000000002 -0.07743499999999999 -0.072039999999999979 0.13954000000000003 0.014860000000000003 -0.409445 -0.50763499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 -7 -8 -9 10 12 -12 -3
right_child=-2 4 -4 -5 -6 6 7 8 -10 -11 11 -13 -14
leaf_value=0.00052522104063458866 0.001075797906154417 0.0006369271141472803 0.0011420379226099069 -0.00066845801809973582 -0.00063573017404446681 -0.0011409794882610061 0.0005156493313025689 -0.00093994777841143753 0.00029900028402432338 -0.00037880884447043044 -0.00065914717893632757 -2.9491027611939285e-05 6.6551297944882938e-05
leaf_weight=82 49 52 48 49 56 56 70 58 74 75 49 843 2190
leaf_count=82 49 52 48 49 56 56 70 58 74 75 49 843 2190
internal_value=0 1.64778e-05 0.000363863 7.24813e-05 -9.40173e-07 9.07703e-06 -0.000230123 1.83391e-05 -0.000239184 2.85636e-05 3.85736e-05 -6.49975e-05 8.01455e-05
internal_weight=0 3702 179 131 3523 3467 258 202 132 3209 3134 892 2242
internal_count=3751 3702 179 131 3523 3467 258 202 132 3209 3134 892 2242
is_linear=0
shrinkage=0.0995203


Tree=6875
num_leaves=14
num_cat=0
split_feature=4 17 9 6 10 6 6 18 2 7 9 5 9
split_gain=0.00443877 0.0018587 0.00324044 0.00335612 0.00187578 0.00130555 0.00485894 0.00187967 0.00130454 0.0011792 0.002214 0.00246819 0.00173143
threshold=0.15615500000000004 -0.54752499999999993 0.095415000000000014 -0.011749999999999998 0.093790000000000026 0.11481500000000001 0.11884000000000002 -0.070914999999999992 -0.073194999999999996 0.082845000000000016 0.11408000000000003 -0.095609999999999987 0.095415000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 9 -7 -8 -9 10 12 -12 -3
right_child=-2 4 -4 -5 -6 6 7 8 -10 -11 11 -13 -14
leaf_value=0.0006907354848939086 0.00096873429373052391 4.6322603516766918e-05 0.0010283821110217142 -0.0003371014314801097 -0.00057246216211654971 -0.0010274290125527371 -0.00052276166613105207 0.00060784844616859417 -3.1420442250766471e-06 -0.00038030655479344454 0.00095788478538674933 9.1812437614234829e-05 -0.00017523758923115851
leaf_weight=52 49 2593 48 79 56 56 48 50 104 69 53 91 403
leaf_count=52 49 2593 48 79 56 56 48 50 104 69 53 91 403
internal_value=0 1.47939e-05 0.000327652 6.4646e-05 -8.69728e-07 8.12669e-06 -0.000206905 1.65141e-05 0.000189916 2.56701e-05 3.4852e-05 0.00041626 1.62467e-05
internal_weight=0 3702 179 131 3523 3467 258 202 154 3209 3140 144 2996
internal_count=3751 3702 179 131 3523 3467 258 202 154 3209 3140 144 2996
is_linear=0
shrinkage=0.0995203


Tree=6876
num_leaves=13
num_cat=0
split_feature=6 1 2 2 5 4 3 8 8 36 9 9
split_gain=0.0148992 0.0120881 0.00115753 0.00268921 0.00369665 0.00191713 0.00285785 0.00152175 0.00192115 0.00146438 0.00141563 0.00170831
threshold=0.23663500000000004 -0.55579999999999996 -0.086169999999999983 -0.084869999999999987 -0.011764999999999999 0.10801000000000002 0.11125500000000002 0.079450000000000021 0.0012600000000000003 0.088355000000000031 0.08203000000000002 0.084535000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 10 8 9 -5 -3 -12
right_child=-2 2 3 7 -6 -7 -8 -9 -10 -11 11 -13
leaf_value=0.0016108496949882936 0.0017550367055579404 0.00028445513163136697 -0.00017662846334126048 1.7386749036283649e-06 0.00084835309851337968 -0.0005659284678245142 0.00061779183585112044 0.00042463795232731288 -0.00045258990416271176 0.00045781059600154001 -0.00041087827996801214 -5.1328303133918338e-05
leaf_weight=47 50 83 55 2340 90 78 59 86 90 72 181 498
leaf_count=47 50 83 55 2340 90 78 59 86 90 72 181 498
internal_value=0 2.49984e-05 4.25124e-06 3.66895e-05 0.000453921 -9.3452e-05 -4.75668e-05 1.29966e-05 -8.2533e-07 1.56922e-05 -0.000100158 -0.000148379
internal_weight=0 3679 3632 2733 145 899 821 2588 2502 2412 762 679
internal_count=3729 3679 3632 2733 145 899 821 2588 2502 2412 762 679
is_linear=0
shrinkage=0.0995203


Tree=6877
num_leaves=9
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split_feature=20 17 2 38 4 4 23 0
split_gain=0.0245559 0.0125182 0.00364271 0.00175035 0.00281167 0.00270666 0.00245497 0.00196821
threshold=-0.41270499999999993 -0.57205499999999987 -0.23769999999999999 -0.082614999999999994 0.15730000000000002 0.13849500000000003 -0.046924999999999994 -0.066264999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5 -7
right_child=1 2 3 4 -6 7 -8 -9
leaf_value=0.0022801803976256366 0.0015626741420515936 -0.00063988472008910072 0.00054575661913987055 -0.00063078353137657425 -0.00076540828207138575 7.6295201890188948e-05 6.2972320322731323e-06 0.001002644631997177
leaf_weight=48 51 88 59 61 47 49 3280 46
leaf_count=48 51 88 59 61 47 49 3280 46
internal_value=0 1.42537e-05 -7.27546e-06 8.21043e-06 -6.60266e-07 9.56225e-06 -5.08958e-06 0.000533461
internal_weight=0 3681 3630 3542 3483 3436 3341 95
internal_count=3729 3681 3630 3542 3483 3436 3341 95
is_linear=0
shrinkage=0.0995203


Tree=6878
num_leaves=8
num_cat=0
split_feature=20 17 10 10 5 17 29
split_gain=0.0199104 0.0101501 0.00404582 0.00101871 0.00153676 0.0014669 0.000900287
threshold=-0.41270499999999993 -0.57205499999999987 0.090150000000000022 0.087275000000000019 0.63223000000000018 -0.55286000000000002 0.097705000000000028
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7
right_child=1 2 -4 -5 -6 6 -8
leaf_value=0.0020532562833441969 0.0014071565678102631 0.00056301473896521576 -0.00068927865121757486 0.00046017246070884061 -0.00056821252069508147 1.1099473444109075e-05 -0.00032461478632373554
leaf_weight=48 51 47 84 49 46 3323 81
leaf_count=48 51 47 84 49 46 3323 81
internal_value=0 1.28573e-05 -6.50653e-06 9.43658e-06 2.88677e-06 1.07364e-05 2.87048e-06
internal_weight=0 3681 3630 3546 3497 3451 3404
internal_count=3729 3681 3630 3546 3497 3451 3404
is_linear=0
shrinkage=0.0995203


Tree=6879
num_leaves=8
num_cat=0
split_feature=20 1 11 30 8 6 23
split_gain=0.0161441 0.00892919 0.00194391 0.00161597 0.00215053 0.00319895 0.00154655
threshold=-0.41270499999999993 -0.55579999999999996 0.097200000000000022 0.11955500000000002 -0.49499500000000002 -0.48214499999999999 0.086650000000000019
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 -7
right_child=1 2 -4 -5 5 6 -8
leaf_value=0.0018489158545820638 0.001374596678097254 -0.00055151278731207913 -0.00063502397189272057 0.00057012478649637202 0.00070273591625833896 1.0894792959258636e-06 -0.00052605479673522746
leaf_weight=48 47 70 48 49 64 3347 56
leaf_count=48 47 70 48 49 64 3347 56
internal_value=0 1.15777e-05 -5.82548e-06 2.36831e-06 -5.2657e-06 5.52712e-06 -7.34469e-06
internal_weight=0 3681 3634 3586 3537 3467 3403
internal_count=3729 3681 3634 3586 3537 3467 3403
is_linear=0
shrinkage=0.0995203


Tree=6880
num_leaves=23
num_cat=0
split_feature=20 26 4 5 3 9 8 8 5 1 18 9 3 4 8 3 8 1 3 5 3 1
split_gain=0.0139482 0.00445859 0.00325351 0.00277201 0.00232423 0.00357796 0.00522203 0.0184649 0.00571434 0.00781113 0.00302326 0.00244417 0.00228903 0.00228479 0.00196917 0.00492857 0.00248147 0.00250774 0.00227045 0.00169674 0.00298034 0.00233552
threshold=-0.41270499999999993 0.086365000000000011 0.15028500000000003 0.62404000000000015 0.090435000000000029 0.091750000000000012 -0.08569499999999998 -0.087544999999999998 -0.015214999999999999 -0.080085000000000003 0.10085500000000001 0.088365000000000013 0.090995000000000006 0.14039500000000002 -0.082934999999999995 0.091715000000000033 -0.086064999999999989 0.18123500000000006 0.093615000000000018 0.2686150000000001 0.099655000000000021 -0.50954999999999984
decision_type=2 2 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 6 7 10 9 -8 -3 -10 -6 19 16 -16 17 -14 -17 21 -21 -2
right_child=1 4 -4 -5 12 -7 8 -9 11 -11 -12 -13 14 -15 15 18 -18 -19 -20 20 -22 -23
leaf_value=0.001694453753018997 -0.00070076319924627928 0.00027559516686531622 -0.00093881481074687193 -0.00067119159558441774 -0.00067230745815070989 0.0010368985477299951 -0.0013098608667272255 0.0021885728149982592 3.8206938270728439e-05 0.00015764607318202424 -0.00063124868030230966 0.00081159866590702697 0.00022313813587713453 0.00055059622092637614 0.0010894616301709906 -0.00045605516690847892 -0.0007708974244099579 -0.00048646559071862544 9.4791698294436835e-05 0.00073364735397320083 -0.00016859216276769926 -0.00012544192967115585
leaf_weight=46 74 171 51 90 52 48 73 51 209 69 46 51 125 51 46 85 63 81 571 61 87 1554
leaf_count=46 74 171 51 90 52 48 73 51 209 69 46 51 125 51 46 85 63 81 571 61 87 1554
internal_value=0 -4.89472e-05 -0.000151703 -0.000130336 6.67364e-05 0.000204134 0.000143251 0.00048398 -8.18647e-05 -0.000591012 7.95884e-05 0.000193059 -2.88968e-05 -0.000103245 4.71677e-06 9.32716e-05 -0.000223338 -5.19069e-05 2.21688e-05 -0.000122481 0.000197746 -0.000152096
internal_weight=0 3709 1968 1917 1741 718 670 268 402 142 217 260 1023 1827 971 702 269 206 656 1776 148 1628
internal_count=3755 3709 1968 1917 1741 718 670 268 402 142 217 260 1023 1827 971 702 269 206 656 1776 148 1628
is_linear=0
shrinkage=0.0995203


Tree=6881
num_leaves=26
num_cat=0
split_feature=21 26 4 10 10 20 20 5 0 0 18 18 20 5 0 8 26 5 26 17 17 5 2 6 18
split_gain=0.0115023 0.00413207 0.00246098 0.00235693 0.00615926 0.00276433 0.00509953 0.00217511 0.00181656 0.00802542 0.00668627 0.0154907 0.00464926 0.00404988 0.00377494 0.00538243 0.00255457 0.00250728 0.00225721 0.00174307 0.00488066 0.00408403 0.00361356 0.00269416 0.00220013
threshold=-0.10962999999999999 0.086365000000000011 0.15028500000000003 0.09056500000000002 0.086165000000000019 -0.085504999999999984 -0.089224999999999985 0.2686150000000001 -0.082494999999999999 -0.082039999999999988 -0.011569999999999999 -0.019539999999999998 -0.07650499999999999 -0.14118999999999998 -0.083694999999999992 -0.083944999999999992 0.089880000000000029 -0.018754999999999997 0.09167500000000002 0.033280000000000011 -0.0065549999999999992 -0.077634999999999996 -0.079954999999999984 0.11816500000000002 0.022040000000000008
decision_type=2 2 2 2 2 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 6 -2 -7 10 -10 11 14 13 -12 15 -3 17 -14 -18 20 21 -11 -21 -24 -22
right_child=1 8 -4 -5 -6 7 -8 -9 9 19 12 -13 16 -15 -16 -17 18 -19 -20 22 24 -23 23 -25 -26
leaf_value=0.0012034347214514584 -0.00018844194000620636 -0.00092348154467099231 -0.00084881072497139083 0.00045959565500391328 -0.0012908685662889443 -0.00010335904511896347 -0.0011911090246420968 0.00030438658128186246 -0.001255814488247485 0.00089093740489562567 3.5179603222087112e-05 0.0020674015827392366 -0.00048201399493270132 -0.0012244143368249458 0.00088364765010567241 0.00041772387074013299 0.00094859855948142271 0.00026751700241698962 0.0001810086765362387 0.0010211215067028679 -0.00026128529243481713 -2.090880131260366e-05 0.00026762590539647964 -0.00050781100944766481 -0.0011886557171958995
leaf_weight=74 264 51 49 64 46 1313 63 143 50 54 46 56 103 53 50 70 48 76 204 49 63 477 185 58 46
leaf_count=74 264 51 49 64 46 1313 63 143 50 54 46 56 103 53 50 70 48 76 204 49 63 477 185 58 46
internal_value=0 -4.95145e-05 -0.000149416 -0.00013088 -0.00015199 -0.000122148 -0.00038412 -6.27503e-05 6.15787e-05 -2.70048e-05 0.000177573 0.000629598 -1.44858e-05 -0.00063088 0.00015395 -0.000140812 0.0001252 -0.000159204 0.000330465 3.80402e-05 -5.28448e-05 7.02797e-05 0.000240044 7.91733e-05 -0.000660163
internal_weight=0 3681 1942 1893 1829 1783 327 1456 1739 982 757 227 530 99 171 121 431 179 252 932 640 531 292 243 109
internal_count=3755 3681 1942 1893 1829 1783 327 1456 1739 982 757 227 530 99 171 121 431 179 252 932 640 531 292 243 109
is_linear=0
shrinkage=0.0995203


Tree=6882
num_leaves=32
num_cat=0
split_feature=21 6 6 2 18 5 2 2 9 9 2 5 9 2 2 5 5 5 9 19 18 5 5 9 9 9 9 2 2 6 2
split_gain=0.00932719 0.00220998 0.0039821 0.00498012 0.01126 0.0177186 0.0071171 0.00409616 0.00524986 0.0039677 0.00324034 0.00258282 0.00388102 0.00272086 0.00751322 0.00587142 0.00251202 0.00230242 0.00133912 0.00252231 0.00259196 0.0038717 0.00543726 0.0037072 0.00262894 0.00248815 0.00203381 0.00623077 0.00541451 0.00142191 0.00110914
threshold=-0.10962999999999999 0.085570000000000021 0.092705000000000023 -0.08569499999999998 -0.015440000000000001 -0.0098949999999999993 -0.086554999999999993 -0.080974999999999991 0.08895500000000002 0.084380000000000024 -0.082644999999999982 -0.068984999999999991 0.093825000000000033 -0.077714999999999992 -0.082954999999999987 -0.045014999999999993 0.0043900000000000015 0.049800000000000011 0.10054500000000002 -0.050215000000000003 -0.12363 0.2686150000000001 0.41370500000000004 0.095285000000000022 0.088135000000000033 0.09667000000000002 0.11351500000000002 -0.049174999999999996 -0.079844999999999985 -0.080534999999999995 -0.076615000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 3 6 5 -5 9 10 -9 -3 -6 12 -4 14 16 -15 -13 -17 19 -2 21 -21 -23 24 -22 -25 28 29 -20 -28 -14
right_child=1 2 11 4 7 -7 -8 8 -10 -11 -12 13 30 15 -16 17 -18 -19 26 20 23 22 -24 25 -26 -27 27 -29 -30 -31 -32
leaf_value=0.0010836686347821549 -0.00078431902436004687 0.00082538320691697927 -0.0011364086761748494 -0.00019923195641693165 0.0001436908258362065 0.0023220176262089528 -0.0011292920035718699 3.7750386208025754e-05 0.0013569545432712805 -0.00027039987043763007 -0.00073764731486117654 0.00076712358866730119 0.00025798899154728092 0.0011472339066850407 -0.0010640220400735837 -0.00039714705141059479 -0.00012705906915332063 0.00024140038087222936 -0.00023728277598836914 -0.00042163359237883628 -0.00017392273783850483 0.0013338550383520309 9.2846556918109236e-06 -0.0012659057051110964 0.00012095138427572769 -0.00030513989983058782 0.00070140083967123958 -0.0010349352827039265 0.00086458370466385443 -6.6734586401495709e-05 -0.00042553626248364502
leaf_weight=74 57 59 55 46 105 67 55 80 49 72 67 46 47 53 76 93 93 140 86 59 1368 52 78 46 380 71 46 54 89 46 46
leaf_count=74 57 59 55 46 105 67 55 80 49 72 67 46 47 53 76 93 93 140 86 59 1368 52 78 46 380 71 46 54 89 46 46
internal_value=0 -4.45868e-05 6.26135e-05 0.000247841 0.000440592 0.00128842 -0.000176786 0.000119583 0.00054519 0.000216872 -0.000194862 -0.000107367 -0.000472647 0 -0.000266951 0.000201625 0.000162968 -9.95709e-06 -9.99781e-05 -0.000128933 -0.000110347 0.000239197 0.00054541 -0.000146209 -0.000109351 -0.000689874 8.78895e-05 -0.000182821 0.000318417 0.000308435 -7.12964e-05
internal_weight=0 3681 1249 600 414 113 186 301 129 131 172 649 148 501 215 286 139 233 2432 2111 2054 189 130 1865 1748 117 321 146 175 92 93
internal_count=3755 3681 1249 600 414 113 186 301 129 131 172 649 148 501 215 286 139 233 2432 2111 2054 189 130 1865 1748 117 321 146 175 92 93
is_linear=0
shrinkage=0.0995203


Tree=6883
num_leaves=29
num_cat=0
split_feature=20 26 26 2 17 17 3 21 2 17 5 3 3 26 6 20 20 6 17 17 5 5 3 3 3 17 2 21
split_gain=0.0104038 0.00273294 0.00419001 0.0107575 0.00253336 0.0041349 0.0059294 0.0057717 0.00405823 0.00579293 0.00344999 0.00265744 0.00331554 0.00246193 0.00212272 0.00171318 0.00333072 0.00496471 0.0025163 0.00226169 0.00200225 0.00375706 0.00244687 0.00639463 0.00195291 0.00161387 0.00129408 0.00033747
threshold=-0.41270499999999993 0.087625000000000022 0.088685000000000028 -0.084114999999999981 0.033280000000000011 -0.0071449999999999994 0.091405000000000028 0.098250000000000018 -0.07725499999999999 -0.35269999999999996 -0.074569999999999984 0.092300000000000021 0.093615000000000018 0.096980000000000025 0.089090000000000016 -0.085504999999999984 -0.089224999999999985 -0.091244999999999993 -0.56137499999999996 -0.036600000000000001 -0.0089549999999999994 -0.0054650000000000002 0.08400500000000001 0.082595000000000016 0.10920500000000002 -0.067414999999999989 -0.086414999999999992 -0.091104999999999992
decision_type=2 2 2 2 2 2 2 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 3 -3 5 8 -7 -8 10 -10 -4 14 -13 -14 -6 16 17 -2 -17 24 22 -22 23 -20 -19 -24 -23 -21
right_child=1 2 4 -5 11 6 7 -9 9 -11 -12 12 13 -15 -16 18 -18 19 20 27 21 26 25 -25 -26 -27 -28 -29
leaf_value=0.001467073776445015 0.0007834856837880893 0.0013433842359544821 -0.00077208108055051242 -0.00021696850411519479 0.00011338956895770989 0.00025214676768145158 -0.0012177657974205549 9.9531139057894627e-05 -0.00026208090576389871 0.00080254295474411715 -1.5746662782444499e-05 -0.00073196899550427997 0.00059222837902333386 -2.1395920669316362e-05 0.00097852473053738919 -0.00065141542036884176 -0.00094956348789416317 -0.00032111319563188394 -8.1981319050296558e-05 0.00017477168154567897 0.00068362515980922595 0.00020482024556064209 0.0002793036741845328 -0.0012742718459308243 -0.0011375181945255896 -0.00010947691158871792 -0.00011168111017975199 -0.0001585835047550658
leaf_weight=46 46 83 71 91 53 76 107 46 81 131 392 46 95 196 66 71 66 84 158 47 91 193 123 63 48 726 379 80
leaf_count=46 46 83 71 91 53 76 107 46 81 131 392 46 95 196 66 71 66 84 158 47 91 193 123 63 48 726 379 80
internal_value=0 -3.86163e-05 6.27658e-05 0.000522633 3.3279e-06 -9.2528e-05 -0.000458175 -0.000816365 3.03085e-05 0.000391915 -0.000133497 0.000195153 4.97337e-05 0.000176115 0.000600092 -0.000110496 -0.00030592 -0.000163956 -6.98526e-05 -0.000335388 -4.5554e-05 8.96125e-05 -0.000130072 -0.000425569 -0.00062419 -5.21876e-05 -3.4584e-06 -2.87699e-05
internal_weight=0 3709 1534 174 1360 904 229 153 675 212 463 456 337 291 119 2175 371 305 1804 259 1733 663 1070 221 132 849 572 127
internal_count=3755 3709 1534 174 1360 904 229 153 675 212 463 456 337 291 119 2175 371 305 1804 259 1733 663 1070 221 132 849 572 127
is_linear=0
shrinkage=0.0995203


Tree=6884
num_leaves=8
num_cat=0
split_feature=20 28 1 26 26 1 5
split_gain=0.00866203 0.00642873 0.00141669 0.00144416 0.00253231 0.00150845 0.00112459
threshold=-0.40431 0.083225000000000021 0.62256000000000011 -0.2382 -0.22971 -0.55579999999999996 0.40898000000000007
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -6 -7
right_child=1 -3 -4 4 5 6 -8
leaf_value=-0.0012502306857573495 -0.00040851419587080662 0.00096898359816683884 0.00048801180056173675 0.00072439597077025939 -0.00054433264211411439 -4.9966188453191046e-06 0.00020622200499827823
leaf_weight=53 82 71 61 49 49 3102 271
leaf_count=53 82 71 61 49 49 3102 271
internal_value=0 3.10117e-05 1.2358e-05 3.96125e-06 1.39416e-05 3.52925e-06 1.17308e-05
internal_weight=0 3685 3614 3553 3471 3422 3373
internal_count=3738 3685 3614 3553 3471 3422 3373
is_linear=0
shrinkage=0.0995203


Tree=6885
num_leaves=15
num_cat=0
split_feature=20 3 0 17 17 17 17 19 2 9 9 29 36 17
split_gain=0.00702391 0.00486863 0.0205156 0.00293943 0.0024398 0.0025603 0.00218891 0.00177336 0.00176367 0.00343125 0.00189305 0.00138059 0.00115473 0.00110672
threshold=-0.40431 0.082130000000000022 -0.10942499999999999 -0.5696199999999999 -0.55286000000000002 -0.0064000000000000003 -0.008069999999999999 0.10583000000000002 -0.058894999999999996 0.11296000000000002 0.083715000000000026 -0.084915000000000004 0.089700000000000016 -0.0064000000000000003
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 -6 10 -10 -7 -4 13 -13
right_child=1 3 11 4 5 8 -8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.0011258073538119317 0.0020084287981082432 -0.0007480047910749366 -0.00047001355466131961 0.00057507002044682946 -9.5252435538289708e-05 0.00065129901505816927 -0.00073532880057081043 0.00037523838037554081 3.5914034690935964e-05 -0.00071146957856930797 0.00011958883941346411 0.00056277592484664919 -0.00028450970577331274 -1.2596317036440768e-05
leaf_weight=53 63 52 52 73 1564 72 51 83 415 71 1012 65 50 62
leaf_count=53 63 52 52 73 1564 72 51 83 415 71 1012 65 50 62
internal_value=0 2.79254e-05 0.000417901 -5.39442e-06 5.9187e-06 -6.54441e-06 -9.14793e-05 -7.10452e-05 8.47937e-05 -7.15873e-05 0.000155661 -1.60933e-05 0.000112637 0.00027544
internal_weight=0 3685 292 3393 3341 3268 1698 1647 1570 486 1084 229 177 127
internal_count=3738 3685 292 3393 3341 3268 1698 1647 1570 486 1084 229 177 127
is_linear=0
shrinkage=0.0995203


Tree=6886
num_leaves=13
num_cat=0
split_feature=20 28 17 4 4 17 17 20 18 21 5 5
split_gain=0.00569536 0.00514213 0.00214814 0.00180087 0.00335256 0.00169658 0.00200456 0.00134806 0.00249506 0.00184112 0.00162391 0.00148841
threshold=-0.40431 0.083225000000000021 -0.0062099999999999994 0.11995000000000003 0.10876500000000001 -0.5696199999999999 -0.55286000000000002 0.10252000000000001 -0.088855000000000003 -0.083919999999999995 0.060575000000000011 -0.43873000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -7 8 -4 -10 -11 -9
right_child=1 -3 7 -5 -6 6 -8 11 9 10 -12 -13
leaf_value=-0.0010137672524953209 -0.00058894990991781348 0.00086398218904624655 0.00067053356259862238 -0.00055187154845031587 0.00058599660709766259 0.00046315169100805988 -7.5656839471620725e-05 0.00016386272752826048 -0.00039760951056980979 0.00013655593757448244 -0.00038142443123948965 -0.00053216899809782256
leaf_weight=53 61 71 77 72 80 71 1659 52 73 1338 62 69
leaf_count=53 61 71 77 72 80 71 1659 52 73 1338 62 69
internal_value=0 2.51242e-05 8.41758e-06 -6.24868e-05 -4.32167e-05 -7.17794e-05 -5.30707e-05 9.13535e-05 0.000116678 8.71696e-05 0.000113032 -0.000226282
internal_weight=0 3685 3614 1943 1871 1791 1730 1671 1550 1473 1400 121
internal_count=3738 3685 3614 1943 1871 1791 1730 1671 1550 1473 1400 121
is_linear=0
shrinkage=0.0995203


Tree=6887
num_leaves=16
num_cat=0
split_feature=6 28 21 6 2 21 21 9 6 9 2 2 2 21 11
split_gain=0.00432907 0.00417578 0.00128034 0.00232598 0.00189094 0.00138032 0.00246216 0.00245027 0.0036598 0.00292785 0.00272538 0.00359579 0.00264886 0.00164927 0.00159012
threshold=0.23663500000000004 0.083225000000000021 -0.085369999999999988 -0.011749999999999998 -0.085209999999999994 0.096850000000000033 0.094920000000000018 0.096130000000000021 -0.095324999999999993 0.090465000000000031 -0.076254999999999989 -0.06454 -0.084314999999999987 0.093175000000000022 -0.23394000000000001
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 13 8 12 -10 -9 -12 -7 14 -4
right_child=-2 -3 5 4 -6 7 -8 10 9 -11 11 -13 -14 -15 -16
leaf_value=0.00020858367161859785 -0.00089220974993315272 0.00077799852836967528 0.00062946491281013254 -0.00097169044237505379 -9.8170671712443795e-05 -0.00051085596767030397 0.00067770468984546092 0.00059574463540231176 -0.00031146912007664549 -0.0011452480798183982 -0.00049234496713909898 0.00045759731262127968 0.00028199053958298043 -0.00052198996788829853 3.7728309387358e-05
leaf_weight=62 52 71 46 53 50 58 61 86 174 57 95 67 147 51 2608
leaf_count=62 52 71 46 53 50 58 61 86 174 57 95 67 147 51 2608
internal_value=0 2.20564e-05 6.9829e-06 -0.000263491 -0.0005556 2.01559e-05 5.16587e-05 -0.00010604 -0.000248786 -0.000520751 0.000141614 -9.44143e-05 5.36796e-05 3.72382e-05 4.82929e-05
internal_weight=0 3686 3615 165 103 3450 2766 684 436 231 248 162 205 2705 2654
internal_count=3738 3686 3615 165 103 3450 2766 684 436 231 248 162 205 2705 2654
is_linear=0
shrinkage=0.0995203


Tree=6888
num_leaves=18
num_cat=0
split_feature=28 3 3 5 3 29 18 21 0 20 18 18 0 21 2 2 21
split_gain=0.00289647 0.00306314 0.00916644 0.0108137 0.00375809 0.00327842 0.00275057 0.00207122 0.00205498 0.00192912 0.00152864 0.00190092 0.00387697 0.00163832 0.00158967 0.00417707 0.00159462
threshold=0.10217500000000003 0.10807500000000002 0.11089500000000001 -0.0016799999999999999 0.10684000000000003 -0.08070999999999999 0.14607000000000003 -0.072824999999999987 0.099665000000000017 -0.16109499999999999 0.092750000000000013 0.089505000000000015 -0.084084999999999993 0.11639500000000003 -0.072419999999999998 -0.076524999999999996 0.092005000000000017
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 9 -4 7 -7 -9 -1 11 13 -13 -11 15 -12 -16
right_child=-2 2 5 -5 -6 6 -8 8 -10 10 14 12 -14 -15 16 -17 -18
leaf_value=-0.0005479658355446572 -0.00079223594899621795 4.5421247946826317e-05 0.00074874784925155473 0.0021666973455199711 -0.00092135640433441395 -0.00067992131576178185 0.00053243275212924582 1.7210933038220026e-05 -0.00066018548535137799 -3.2148729220328904e-06 -0.00024236039637336404 0.0010832093927366292 -0.00014700223067360064 -0.00046286480652794773 -0.00097214935444877616 0.00073629177743062847 -0.00012854979100193847
leaf_weight=75 48 51 59 46 50 54 79 563 48 2027 308 47 53 80 48 50 46
leaf_count=75 48 51 59 46 50 54 79 563 48 2027 308 47 53 80 48 50 46
internal_value=0 -1.36073e-05 0.000145717 0.00105983 -6.54071e-05 3.42757e-05 -2.12824e-05 -8.82932e-05 -3.46654e-05 -4.94539e-05 -3.50849e-05 -5.63939e-07 0.000423011 -2.10557e-05 -0.000201831 -0.00010339 -0.000568033
internal_weight=0 3684 900 97 2784 803 744 665 611 2734 2659 2207 100 2107 452 358 94
internal_count=3732 3684 900 97 2784 803 744 665 611 2734 2659 2207 100 2107 452 358 94
is_linear=0
shrinkage=0.0995203


Tree=6889
num_leaves=9
num_cat=0
split_feature=19 20 29 30 23 27 21 8
split_gain=0.0132122 0.00210192 0.00193184 0.00208628 0.00186939 0.00239178 0.00154847 0.00135765
threshold=0.14071500000000006 -0.41270499999999993 0.084225000000000022 0.10721500000000002 0.086085000000000023 0.10530500000000002 0.097380000000000022 -0.083849999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -4 -3
right_child=-2 2 6 -5 -6 -7 -8 -9
leaf_value=-0.00069803716002171429 0.0016360742830184179 4.9501845564472911e-05 -0.00070533091458828672 0.0005470902665259856 0.00056077405570493762 -0.0007101035550042392 0 -8.020079861563632e-05
leaf_weight=48 47 1312 75 63 52 52 56 2027
leaf_count=48 47 1312 75 63 52 52 56 2027
internal_value=0 -4.2898e-05 -3.40266e-05 -1.97609e-05 -3.03709e-05 -3.96774e-05 -0.000409574 -2.89913e-05
internal_weight=0 3685 3637 3506 3443 3391 131 3339
internal_count=3732 3685 3637 3506 3443 3391 131 3339
is_linear=0
shrinkage=0.0995203


Tree=6890
num_leaves=10
num_cat=0
split_feature=19 28 27 20 26 3 26 25 0
split_gain=0.0107139 0.00227 0.00202956 0.00170615 0.00161332 0.00430771 0.00588522 0.00111372 0.00111239
threshold=0.14071500000000006 0.10217500000000003 0.11374500000000003 -0.41270499999999993 0.11127500000000003 0.090360000000000024 0.11880500000000002 0.096120000000000025 -0.23032
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 8 -5
right_child=-2 -3 -4 4 5 6 -8 -9 -10
leaf_value=-0.00062856864738626518 0.0014732518457684226 -0.00073413370934509046 0.00061909555122601314 -0.00030850449775407046 0.00061398854452026784 -0.00095492945716760594 -4.7170986379242463e-05 0.00044050383817528072 -2.8082198998673108e-06
leaf_weight=48 47 46 47 123 51 110 204 54 3002
leaf_count=48 47 46 47 123 51 110 204 54 3002
internal_value=0 -3.86491e-05 -2.96327e-05 -3.83489e-05 -3.0124e-05 -0.000228361 -0.000367783 -7.10573e-06 -1.51024e-05
internal_weight=0 3685 3639 3592 3544 365 314 3179 3125
internal_count=3732 3685 3639 3592 3544 365 314 3179 3125
is_linear=0
shrinkage=0.0995203


Tree=6891
num_leaves=14
num_cat=0
split_feature=19 21 2 20 5 17 29 20 11 4 23 2 18
split_gain=0.00870383 0.00174559 0.00397341 0.00293201 0.0019827 0.00537652 0.0028332 0.00280519 0.00181721 0.00174474 0.00195879 0.00107416 0.0008126
threshold=0.14061500000000002 -0.070074999999999985 -0.082794999999999994 -0.048779999999999997 -0.49053999999999998 0.12374500000000002 -0.096654999999999991 -0.0070099999999999997 -0.11166 0.13954000000000003 0.086085000000000023 -0.085944999999999994 -0.020389999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 5 7 -6 -3 -8 10 -10 12 -1
right_child=-2 4 3 -5 6 -7 8 -9 9 -11 -12 -13 -14
leaf_value=0.00012672692025704111 0.0012863067712155236 0.00040058090098948727 -0.00026527181145108382 -0.0012091735583811454 -0.00076371558750098871 0.0011931079018292427 0.00049763304951283744 -0.00039638189765181032 -3.1951185030643198e-05 -0.00051477954251534952 0.00062199361073742075 0.00032683905737730564 -0.00043756980534935037
leaf_weight=46 50 90 83 57 52 49 65 85 2905 73 46 79 52
leaf_count=46 50 90 83 57 52 49 65 85 2905 73 46 79 52
internal_value=0 -3.54087e-05 -0.000258815 -0.000655422 -1.41194e-05 0.000271527 -3.47509e-05 8.80682e-06 -2.22145e-05 -3.36592e-05 -2.14801e-05 5.02604e-05 -0.000164343
internal_weight=0 3682 317 140 3365 224 3141 175 3089 3024 2951 177 98
internal_count=3732 3682 317 140 3365 224 3141 175 3089 3024 2951 177 98
is_linear=0
shrinkage=0.0995203


Tree=6892
num_leaves=13
num_cat=0
split_feature=2 29 3 2 2 5 8 3 3 18 1 5
split_gain=0.00247928 0.00161683 0.00160411 0.00148127 0.0158296 0.00164875 0.00187817 0.0014413 0.00271904 0.00214391 0.00296144 0.00155091
threshold=-0.241895 0.12669500000000003 0.31293500000000007 -0.082594999999999988 -0.082294999999999993 -0.54382499999999989 -0.012839999999999999 0.091225000000000014 0.089895000000000017 -0.12363 -0.012865 0.066815000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 -6 -7 8 11 -9 -11 -2
right_child=1 -3 -4 4 5 6 -8 9 -10 10 -12 -13
leaf_value=0.00054286457431391327 6.660286653836874e-05 -0.00065780908503900023 0.00044906119537970195 -0.001779031395914548 0.00046217953972658581 -4.2088234199418472e-05 -0.00025675697266127527 0.00038860442692911719 0.00059013667684546856 -0.00052988981067594344 6.0083029317754862e-05 -0.0003482654872500431
leaf_weight=65 755 47 58 56 53 1592 547 60 91 179 155 101
leaf_count=65 755 47 58 56 53 1592 547 60 91 179 155 101
internal_value=0 -7.581e-05 -6.80851e-05 -7.66705e-05 -0.000126067 -8.34649e-05 -9.73675e-05 5.52594e-06 7.2664e-05 -0.000153766 -0.000253649 1.66959e-05
internal_weight=0 3694 3647 3589 2248 2192 2139 1341 947 394 334 856
internal_count=3759 3694 3647 3589 2248 2192 2139 1341 947 394 334 856
is_linear=0
shrinkage=0.0995203


Tree=6893
num_leaves=15
num_cat=0
split_feature=2 11 0 5 5 4 21 2 2 2 21 5 21 5
split_gain=0.00201116 0.00204555 0.00318237 0.00201829 0.0218743 0.00226253 0.00264985 0.0022103 0.00161479 0.00510114 0.00155375 0.00185203 0.00119065 0.00049238
threshold=-0.241895 -0.11166 -0.057604999999999996 -0.093384999999999982 -0.09583499999999999 0.11995000000000003 0.13557500000000003 0.41639000000000009 0.11241000000000002 0.097285000000000024 0.087410000000000029 -0.12429 0.08241500000000003 0.11286000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 8 10 9 -5 12 -12 -3 -10
right_child=1 3 -4 5 -6 -7 -8 -9 13 -11 11 -13 -14 -15
leaf_value=0.00048883857599022905 0.0008256169350518099 1.9331804616533952e-05 -0.0002565998499293548 2.9557673704331889e-06 -0.002063679353785815 -0.00058892445659227343 -0.00063593705506671025 -0.00075024344903903354 0.00015065550005751189 -0.00084126821594948718 -8.5536094903608385e-05 -0.00069676875700095124 0.00055463333481860124 0.00063817680165547677
leaf_weight=65 62 431 46 2392 59 72 68 46 47 73 243 63 46 46
leaf_count=65 62 431 46 2392 59 72 68 46 47 73 243 63 46 46
internal_value=0 -6.82433e-05 0.000357093 -8.12815e-05 -0.000211626 -3.80775e-05 -2.26626e-05 -7.88273e-05 -6.03971e-06 -2.17135e-05 -3.83371e-05 -0.000214053 7.26704e-05 0.000400598
internal_weight=0 3694 108 3586 888 2698 2626 829 2558 2465 783 306 477 93
internal_count=3759 3694 108 3586 888 2698 2626 829 2558 2465 783 306 477 93
is_linear=0
shrinkage=0.0995203


Tree=6894
num_leaves=13
num_cat=0
split_feature=2 11 0 3 9 10 10 5 5 4 2 4
split_gain=0.00163179 0.00165357 0.00258575 0.00181819 0.00379049 0.00221499 0.00258908 0.00202642 0.0177964 0.0019137 0.00170496 0.00151914
threshold=-0.241895 -0.11166 -0.057604999999999996 0.13547000000000003 0.11690000000000002 0.09056500000000002 0.085585000000000022 -0.093384999999999982 -0.09583499999999999 0.13849500000000003 -0.15544499999999997 0.12665500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 9 6 7 8 -3 11 -9 -5
right_child=1 3 -4 4 -6 -7 -8 10 -10 -11 -12 -13
leaf_value=0.00044018926790392372 0.00074345132900720224 -5.212692971281953e-05 -0.0002310629913690428 -0.00048077005601047181 0.00045044717262128291 0.00052393894960090447 -0.00075061266683130209 0.00056258063842701202 -0.0018583015666913327 -0.0001011906273092521 -2.4051902664448224e-05 -0.0012430660329706945
leaf_weight=65 62 656 46 70 46 64 54 50 59 64 2476 47
leaf_count=65 62 656 46 70 46 64 54 50 59 64 2476 47
internal_value=0 -6.14738e-05 0.000320801 -7.32151e-05 -0.000346486 -5.45038e-05 -6.59875e-05 -5.43281e-05 -0.000202313 -0.000553544 -1.21159e-05 -0.000793989
internal_weight=0 3694 108 3586 227 3359 3295 3241 715 181 2526 117
internal_count=3759 3694 108 3586 227 3359 3295 3241 715 181 2526 117
is_linear=0
shrinkage=0.0995203


Tree=6895
num_leaves=21
num_cat=0
split_feature=1 1 9 8 3 3 6 3 3 11 3 9 2 2 17 2 2 1 9 6
split_gain=0.00139192 0.0194406 0.00176102 0.00871834 0.0114582 0.00605299 0.00160945 0.00536803 0.0101329 0.00178421 0.00214626 0.00152862 0.00401962 0.00155737 0.00323497 0.00254761 0.00230152 0.00147854 0.00443108 0.00198421
threshold=-0.080689999999999998 -0.079629999999999992 0.091690000000000021 -0.049499999999999995 0.094970000000000013 0.10426500000000002 0.11816500000000002 0.097880000000000023 0.10871500000000002 -0.23667999999999997 0.14823500000000003 0.088770000000000029 -0.082830000000000001 0.12875500000000004 -0.53015499999999993 0.097285000000000024 -0.086304999999999993 -0.07002499999999999 0.09310000000000003 0.10681500000000003
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 11 4 -4 -5 9 -8 -9 -3 17 13 -13 14 -1 16 -16 18 -11 -19
right_child=1 6 3 5 -6 -7 7 8 -10 10 -12 12 -14 -15 15 -17 -18 19 -20 -21
leaf_value=0.00085671019889447554 -0.0018747087968129887 0.00056903385857138167 0.0021035159490567609 -0.0010205856032123627 -3.3424149118431318e-05 0.00031117594848675779 -0.0011634198657762313 0.0011743203410771309 -0.00068900374671389351 -0.00016417783606665221 -0.00056855179930927961 0.00020840238308949231 -0.0010700207032813521 -0.00041215869714797751 -0.00015698358925869663 -0.00070360939659590987 0.00021270873837546934 -3.1485594767488828e-05 0.00063222661685991899 -0.00060050821491617863
leaf_weight=48 59 49 48 56 50 84 54 47 75 151 73 50 46 74 280 46 408 1872 126 63
leaf_count=48 59 49 48 56 50 84 54 47 75 151 73 50 46 74 280 46 408 1872 126 63
internal_value=0 -8.87099e-05 4.11189e-05 0.000283466 0.00100489 -0.000215682 -4.64021e-05 -0.000336971 2.21244e-05 -2.41404e-05 -3.72188e-05 -1.8608e-05 -0.000395648 2.27206e-05 6.49197e-05 1.20251e-05 6.10627e-05 -1.93137e-05 0.00019513 -5.0435e-05
internal_weight=0 2569 1190 238 98 140 2510 176 122 2334 2285 952 96 856 782 734 688 2212 277 1935
internal_count=3759 2569 1190 238 98 140 2510 176 122 2334 2285 952 96 856 782 734 688 2212 277 1935
is_linear=0
shrinkage=0.0995203


Tree=6896
num_leaves=11
num_cat=0
split_feature=23 17 4 2 24 28 11 26 3 8
split_gain=0.00550028 0.003456 0.00259771 0.00319949 0.00198736 0.00158088 0.00124569 0.00123159 0.00393591 0.00108135
threshold=-0.069894999999999999 -0.55026999999999993 0.10252500000000002 -0.08569499999999998 0.098635000000000014 0.087260000000000018 -0.37931999999999999 -0.23033499999999998 0.098000000000000018 0.099175000000000027
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 8 -8 -9
right_child=1 4 -4 -5 -6 -7 7 9 -10 -11
leaf_value=0.0011109115449083873 0.00037784978541551521 -0.00038612176381370636 -0.0010432849273289419 -0.00068658589850149779 -0.00061255766186437907 -0.00045176863718192247 -0.00029711712920405523 6.1004729727506835e-05 0.00082422139705750047 -0.00026093641616581033
leaf_weight=46 54 62 49 57 46 62 51 3138 76 106
leaf_count=46 54 62 49 57 46 62 51 3138 76 106
internal_value=0 1.54523e-05 -0.000436578 -0.000161377 3.61084e-05 4.48802e-05 5.40882e-05 6.24274e-05 0.000367474 5.02327e-05
internal_weight=0 3701 160 111 3541 3495 3433 3371 127 3244
internal_count=3747 3701 160 111 3541 3495 3433 3371 127 3244
is_linear=0
shrinkage=0.0995203


Tree=6897
num_leaves=13
num_cat=0
split_feature=29 2 5 10 5 5 5 5 38 1 23 29
split_gain=0.00589359 0.00190289 0.0015937 0.00130692 0.00215167 0.00137352 0.00254288 0.00127293 0.00114495 0.00182069 0.00139808 0.000915906
threshold=0.12951500000000005 -0.24206999999999998 -0.14822499999999997 0.090150000000000022 0.62931500000000018 0.0016150000000000003 0.0047850000000000011 -0.1807 -0.072014999999999996 0.51613500000000012 -0.022119999999999997 -0.0094649999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 5 11 -7 8 -3 10 -10 -4
right_child=-2 2 3 -5 -6 6 -8 -9 9 -11 -12 -13
leaf_value=-0.00062354514832134282 0.0011458655755230184 0.00038525808292636286 -0.0001675630741785356 -0.00046736919765222144 0.00066112764183336766 -0.00073760756986131876 -8.5899641062347339e-06 -0.00059418753565866351 0.00037615186262610404 -0.00061047930205965488 -0.00011745929751448321 0.00011630103871740246
leaf_weight=46 46 48 118 47 58 50 961 52 65 66 431 1759
leaf_count=46 46 48 118 47 58 50 961 52 65 66 431 1759
internal_value=0 1.19958e-05 2.02184e-05 5.1316e-05 5.98689e-05 4.75103e-05 -4.5454e-05 -0.000119142 -7.73044e-05 -0.000118268 -5.11219e-05 9.80194e-05
internal_weight=0 3701 3655 2993 2946 2888 1011 662 610 562 496 1877
internal_count=3747 3701 3655 2993 2946 2888 1011 662 610 562 496 1877
is_linear=0
shrinkage=0.0995203


Tree=6898
num_leaves=9
num_cat=0
split_feature=26 17 4 35 1 2 29 24
split_gain=0.00532544 0.00278747 0.00299504 0.00128434 0.00102072 0.0018034 0.00107495 0.000862291
threshold=0.5128250000000002 -0.55380499999999999 0.10252500000000002 0.004000000000000001 0.55657000000000012 0.42136500000000005 -0.088709999999999997 0.083550000000000027
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 -8
right_child=-2 3 -4 -5 -6 -7 7 -9
leaf_value=-6.9114437678766157e-05 0.0010336091718430201 -0.00036240677355141109 -0.0010799428559796819 -0.00048435914432842997 0.00040467838403235394 -0.00056734783764727191 4.9479592810077812e-05 -0.00031510134003185611
leaf_weight=81 51 66 47 48 72 50 3267 65
leaf_count=81 51 66 47 48 72 50 3267 65
internal_value=0 9.28592e-06 -0.000446674 2.58727e-05 3.30629e-05 2.50656e-05 3.40236e-05 4.21217e-05
internal_weight=0 3696 128 3568 3520 3448 3398 3332
internal_count=3747 3696 128 3568 3520 3448 3398 3332
is_linear=0
shrinkage=0.0995203


Tree=6899
num_leaves=10
num_cat=0
split_feature=23 17 9 1 24 28 19 7 0
split_gain=0.00427294 0.00229923 0.00191522 0.00304331 0.00142315 0.00134804 0.00139426 0.00106518 0.00115188
threshold=-0.069894999999999999 -0.55026999999999993 0.084055000000000032 -0.49056499999999997 0.098635000000000014 0.087260000000000018 -0.10411999999999999 -1.0000000180025095e-35 -0.087614999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -3 -8 -9
right_child=1 4 3 -5 -6 -7 7 8 -10
leaf_value=0.00097445800580464722 0.00013782200418461119 0.00051829291000405741 -9.1460647099652422e-05 -0.001157848593318058 -0.00052303786304848745 -0.00042543830533180198 0.00050970240000512495 -5.1143893360414753e-05 7.0504926617787411e-05
leaf_weight=46 50 60 59 51 46 62 46 1203 2124
leaf_count=46 50 60 59 51 46 62 46 1203 2124
internal_value=0 8.95452e-06 -0.000359721 -0.000593319 2.58443e-05 3.33027e-05 4.18261e-05 3.31078e-05 2.62722e-05
internal_weight=0 3701 160 110 3541 3495 3433 3373 3327
internal_count=3747 3701 160 110 3541 3495 3433 3373 3327
is_linear=0
shrinkage=0.0995203


Tree=6900
num_leaves=23
num_cat=0
split_feature=8 8 5 4 4 21 26 20 4 4 4 4 4 1 5 26 5 5 0 0 26 5
split_gain=0.00253519 0.0110949 0.00195386 0.00417127 0.00604152 0.0034315 0.00261422 0.00437871 0.00259407 0.0042685 0.00194181 0.00208095 0.00175716 0.001144 0.00153064 0.00288442 0.0014548 0.00198702 0.00160913 0.000984797 0.000654939 0.000380407
threshold=-0.091600000000000001 -0.092844999999999997 -0.46244499999999994 0.10724500000000002 0.11338500000000003 -0.076335 -0.051374999999999997 -0.012970000000000001 0.10386500000000003 0.10098000000000003 0.094025000000000011 0.087495000000000031 0.12577000000000002 -0.10771499999999999 -0.084089999999999984 0.083235000000000017 -0.093875 -0.1807 -0.14824999999999997 -0.040384999999999997 0.091485000000000025 0.15100500000000003
decision_type=2 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 8 -5 -2 -7 -8 9 10 11 -4 -6 21 16 -16 17 18 -15 -14 -17 -1
right_child=2 -3 3 4 12 6 7 -9 -10 -11 -12 -13 19 14 15 20 -18 -19 -20 -21 -22 -23
leaf_value=-0.00034861469545410388 0.00041795513093012673 0.0014573142833114274 -5.3253168266424171e-05 0.0012077515635728333 -0.00041871431418073469 -6.8260686704000074e-05 -0.00017147209578110393 -0.0014769637996503583 -0.00070752814624855951 0.00086698347562362663 -0.00059414400528523569 0.00051677980434929873 0.00055349075590440245 0.00035536301312941892 0.00088333563861326271 -0.00022187602889293267 -0.00051114658954647455 0.00060775757990742146 -0.00022005370330153892 -3.1922757263337259e-05 0.00028064961256784817 0
leaf_weight=79 49 61 2334 65 50 79 52 53 58 51 64 65 62 68 65 50 48 57 162 48 52 49
leaf_count=79 49 61 2334 65 50 79 52 53 58 51 64 65 62 68 65 50 48 57 162 48 52 49
internal_value=0 0.000175269 -3.59542e-05 -1.25833e-05 0.000397928 -0.000312992 -0.000512095 -0.000838231 -4.88133e-05 -3.32906e-05 -5.22645e-05 -3.74671e-05 6.38198e-05 4.98349e-05 0.000118606 0.000364771 -1.66636e-06 8.06906e-05 -4.63712e-05 0.000290596 2.62878e-05 -0.000213479
internal_weight=0 691 3030 2797 225 233 184 105 2572 2514 2463 2399 160 630 502 167 335 287 230 110 102 128
internal_count=3721 691 3030 2797 225 233 184 105 2572 2514 2463 2399 160 630 502 167 335 287 230 110 102 128
is_linear=0
shrinkage=0.0995203


Tree=6901
num_leaves=24
num_cat=0
split_feature=0 0 1 18 18 17 17 0 22 0 18 18 30 0 2 2 0 10 26 4 38 26 1
split_gain=0.00183685 0.00533067 0.0204167 0.00372866 0.0144443 0.00425843 0.00538881 0.00319458 0.00216033 0.00161164 0.00296259 0.00343327 0.00159872 0.00146811 0.00174128 0.00121477 0.00193242 0.00313995 0.00128544 0.00122626 0.00099663 0.00129214 0.000720634
threshold=-0.08269 -0.081909999999999997 -0.083284999999999984 0.088250000000000009 0.090725000000000014 -0.081244999999999998 -0.01857 -0.086775000000000005 0.11777500000000002 -0.084369999999999987 -0.077844999999999998 -0.0095499999999999977 0.087435000000000027 -0.084834999999999994 -0.087075 -0.122295 0.019150000000000004 0.086275000000000018 -0.22491999999999998 0.14566000000000004 -0.080750000000000002 -0.084599999999999995 -0.000195
decision_type=2 2 2 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 22 9 12 -11 -12 13 14 -1 16 -3 -18 -17 20 -20 -22 -8
right_child=1 15 -4 4 5 6 7 -9 -10 10 11 -13 -14 -15 -16 18 17 -19 19 -21 21 -23 -24
leaf_value=0.00020413985014507659 -0.0023364637494067454 0.00066458789946121049 0.00043188866533554074 0.0019645600584471653 0.00088193471418957664 -0.00076941966819743036 -0.00019632491983820005 0.00086528967612031727 -0.00065549073611479271 -0.00032560169603854073 0.0011545613080672062 4.6566240395083852e-05 0.00044555807904163736 -0.00058579031738724928 -8.2599224410514544e-05 -0.00046847669542941539 -0.00037066760358048413 0.00058260856104779902 -0.00049117910581390702 0.00045678727839977643 0.00037487975578656479 -6.0491954623664542e-05 0.00026402731170716915
leaf_weight=270 46 62 61 48 59 75 91 55 48 48 56 58 71 47 933 72 88 56 50 48 71 1255 53
leaf_count=270 46 62 61 48 59 75 91 55 48 48 56 58 71 47 933 72 88 56 50 48 71 1255 53
internal_value=0 -6.89697e-05 -0.000750594 7.09117e-05 0.000349512 0.000114254 -4.80621e-05 0.000219693 1.04532e-06 2.28473e-05 0.000319305 0.000598026 -1.28889e-05 -3.95836e-05 -1.75633e-05 -2.56369e-05 0.000200057 0 -5.72623e-05 -3.58957e-05 -5.36773e-05 -3.65628e-05 -2.12048e-05
internal_weight=0 1809 107 1912 381 333 274 199 1531 1483 162 114 1321 1250 1203 1702 206 144 1496 1424 1376 1326 144
internal_count=3721 1809 107 1912 381 333 274 199 1531 1483 162 114 1321 1250 1203 1702 206 144 1496 1424 1376 1326 144
is_linear=0
shrinkage=0.0995203


Tree=6902
num_leaves=19
num_cat=0
split_feature=8 8 5 3 2 3 10 17 26 9 6 0 26 9 3 2 26 29
split_gain=0.001868 0.012922 0.00162195 0.0051184 0.00388494 0.00342981 0.0015137 0.00191304 0.00128136 0.00331936 0.0021704 0.00100203 0.000903265 0.00162159 0.00213111 0.00166972 0.00119749 0.00100161
threshold=-0.091914999999999983 -0.093384999999999982 -0.46244499999999994 0.11523000000000001 0.10924500000000002 0.10502000000000002 0.086275000000000018 -0.55754499999999996 0.26711000000000013 0.11351500000000002 -0.093749999999999986 -0.09937 0.12086000000000002 -0.042790000000000002 0.11896500000000003 0.16158000000000003 0.085355000000000028 0.085625000000000021
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 6 11 7 -4 10 -10 -9 -2 13 17 15 16 -15 -1
right_child=2 -3 4 -5 -6 -7 -8 8 9 -11 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.00075121753274316858 -0.00064827205992869479 0.0015342405198795898 -0.00055647475854611616 -0.00092235970411374949 0.00067399198586926923 0.00065072196983858937 0.000398864703845472 0.00021890303150973048 0.00018183009297821111 -0.00095395949897719885 -5.1214624574772172e-05 0 -0.00035142038513932182 -0.00022132094411010802 -0.00050403845117237859 0.0006282286571759714 0.00016082234120728511 8.2618459441553759e-05
leaf_weight=48 46 61 70 81 80 59 79 341 50 50 2149 47 60 144 76 47 186 47
leaf_count=48 46 61 70 81 80 59 79 341 50 50 2149 47 60 144 76 47 186 47
internal_value=0 0.000153253 -3.03483e-05 -0.00028282 -9.19017e-06 5.26012e-05 -2.94433e-05 -4.24714e-05 -2.82634e-05 -0.000377879 -1.38938e-05 -0.000318049 1.33534e-05 5.4786e-05 -2.18958e-05 7.31287e-05 -3.45041e-06 0.000429054
internal_weight=0 669 3052 233 2819 152 2739 2660 2590 100 2490 93 608 548 453 377 330 95
internal_count=3721 669 3052 233 2819 152 2739 2660 2590 100 2490 93 608 548 453 377 330 95
is_linear=0
shrinkage=0.0995203


Tree=6903
num_leaves=15
num_cat=0
split_feature=11 21 21 6 6 6 5 3 9 3 18 26 9 9
split_gain=0.00140537 0.0021887 0.0016307 0.00162999 0.0121421 0.00267368 0.0129956 0.00262591 0.00392272 0.00383428 0.0019429 0.00135966 0.00454368 0.00228313
threshold=-0.40069499999999997 0.20153000000000004 0.14680000000000004 0.088315000000000018 0.089165000000000022 0.085285000000000014 -0.085034999999999986 0.091615000000000016 0.089745000000000033 0.092635000000000023 -0.0092699999999999987 0.11861500000000001 0.11351500000000002 -0.22988499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 11 -7 8 -6 -9 -8 13 -13 -2
right_child=1 -3 -4 4 7 6 10 9 -10 -11 -12 12 -14 -15
leaf_value=-0.00054415013821148249 0.0007017321919455153 0.00066997548573367524 -0.0005476111383294624 -0.0012526501645597175 -2.7808596753030018e-06 0.0016522004140317762 0.00017715279420960385 -0.00096903377142958233 0.00067539204663156235 -5.2230611042084538e-05 -0.00047977201883268996 7.1926216425997961e-05 -0.0010325712315374666 2.0427212389839337e-05
leaf_weight=46 50 49 53 83 289 59 152 51 118 420 63 123 52 2113
leaf_count=46 50 49 53 83 289 59 152 51 118 420 63 123 52 2113
internal_value=0 9.28864e-06 1.34666e-07 8.48876e-06 -0.000102052 4.94721e-05 0.000343728 5.78487e-06 0.000191828 -0.00015324 -1.1534e-05 1.46369e-05 -0.00025159 3.65548e-05
internal_weight=0 3675 3626 3573 961 2612 274 878 407 471 215 2338 175 2163
internal_count=3721 3675 3626 3573 961 2612 274 878 407 471 215 2338 175 2163
is_linear=0
shrinkage=0.0995203


Tree=6904
num_leaves=14
num_cat=0
split_feature=19 17 4 9 9 8 9 9 3 9 9 2 17
split_gain=0.0149143 0.00616654 0.00495756 0.00223611 0.00222059 0.00451414 0.00861931 0.00314436 0.00947384 0.00273623 0.00202191 0.00153641 0.00128862
threshold=0.14071500000000006 -0.57205499999999987 0.15730000000000002 0.11351500000000002 0.084595000000000017 -0.10833 0.089105000000000018 0.083875000000000019 0.087235000000000021 0.085465000000000027 0.13642500000000005 0.11241000000000002 -0.030214999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 11 -9 -7 12 -3 -5
right_child=-2 2 -4 10 5 9 -8 8 -10 -11 -12 -13 -14
leaf_value=0.0010626395575653836 -0.0018270917327462904 -7.6448634556947214e-05 -0.0010336633214363721 0.00011431902876573005 -0.0017735112483208224 -0.00040710761283351351 -0.00010352821424975801 1.6609030767792719e-05 0.0016384632060321132 -2.7262553156185151e-05 -9.2352802489471697e-05 0.00018736636241429035 0.00077245045848258354
leaf_weight=51 46 842 49 51 46 212 95 143 48 1710 83 295 82
leaf_count=51 46 842 49 51 46 212 95 143 48 1710 83 295 82
internal_value=0 -2.35681e-05 -3.89442e-05 -2.52043e-05 -4.51892e-05 -0.000109936 -0.000654152 5.47766e-05 0.000428482 -6.95861e-05 0.00028475 -7.2806e-06 0.000526239
internal_weight=0 3707 3656 3607 3391 2063 141 1328 191 1922 216 1137 133
internal_count=3753 3707 3656 3607 3391 2063 141 1328 191 1922 216 1137 133
is_linear=0
shrinkage=0.0995203


Tree=6905
num_leaves=16
num_cat=0
split_feature=1 30 8 8 26 9 26 8 9 3 3 3 3 3 0
split_gain=0.00545641 0.00408069 0.00293307 0.0131857 0.00643607 0.00991213 0.0026946 0.00440878 0.00424315 0.00224882 0.00159709 0.00863876 0.00539499 0.00206836 0.000970087
threshold=-0.54365999999999992 0.12577500000000003 -0.082094999999999987 -0.08237499999999999 0.10439000000000002 0.088770000000000029 0.091400000000000023 -0.084674999999999986 0.09091500000000001 0.14940500000000004 0.084795000000000023 0.08345000000000001 0.085795000000000024 0.086605000000000029 -0.054850000000000003
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 -2 -8 10 11 14 -12 -14 -4
right_child=1 -3 9 -5 5 -7 8 -9 -10 -11 12 -13 13 -15 -16
leaf_value=0.00086890891249250381 -3.1260666235838799e-06 -0.00098969938154277385 -0.00032554240407780199 -0.0017886346030105819 -6.8692943380855841e-05 -0.0019240444019675094 0.00087570558964390863 -0.00049863444064391445 -0.00012050178239573783 0.00064012466376777962 -0.00094219270400833016 0.0014023979859831314 0.00066883695159193255 -2.2776940813261794e-07 0.00017119122640356292
leaf_weight=64 1073 46 82 47 75 47 78 214 90 59 60 51 47 1648 72
leaf_count=64 1073 46 82 47 75 47 78 214 90 59 60 51 47 1648 72
internal_value=0 -5.73601e-05 -4.53628e-05 -0.000145028 -9.55233e-05 -0.00079017 -3.67153e-05 -8.61544e-05 0.00033715 3.43979e-05 1.57466e-05 0.000278798 -1.45137e-05 1.78415e-05 -8.79876e-05
internal_weight=0 3689 3643 1624 1577 122 1455 1287 168 2019 1960 205 1755 1695 154
internal_count=3753 3689 3643 1624 1577 122 1455 1287 168 2019 1960 205 1755 1695 154
is_linear=0
shrinkage=0.0995203


Tree=6906
num_leaves=10
num_cat=0
split_feature=19 18 18 4 21 21 21 3 17
split_gain=0.0121516 0.00703696 0.00559444 0.00378823 0.00151765 0.00784639 0.00433675 0.00156975 0.00129186
threshold=0.14071500000000006 0.30956000000000011 0.18126000000000006 0.15028500000000003 -0.018669999999999996 -0.042694999999999997 -0.0092899999999999996 0.10726500000000001 0.25342000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 -1 -8
right_child=-2 -3 -4 -5 6 -7 8 -9 -10
leaf_value=-0.00012871092328237862 -0.0016450577621477994 0.0011671361036619135 -0.00097075394806275318 -0.00079446426372100905 0.00094934907536447729 -0.0012050432013826367 -1.7587787784350956e-05 0.00034165787015411563 0.00018546573635857297
leaf_weight=255 46 49 62 61 49 63 2721 97 350
leaf_count=255 46 49 62 61 49 63 2721 97 350
internal_value=0 -1.71251e-05 -3.32125e-05 -1.68203e-05 -3.16968e-06 -0.000182164 2.03765e-05 0 5.28753e-06
internal_weight=0 3707 3658 3596 3535 415 3120 352 3071
internal_count=3753 3707 3658 3596 3535 415 3120 352 3071
is_linear=0
shrinkage=0.0995203


Tree=6907
num_leaves=12
num_cat=0
split_feature=19 17 30 8 8 26 26 8 24 21 8
split_gain=0.00985271 0.00463892 0.00325986 0.00175003 0.00688612 0.00557164 0.0079912 0.00278304 0.00229611 0.00133555 0.0011071
threshold=0.14071500000000006 -0.57205499999999987 0.12577500000000003 -0.084514999999999993 -0.084915000000000004 0.10665000000000002 0.12236500000000003 -0.083849999999999994 -1.0000000180025095e-35 -0.091104999999999992 -0.087374999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 10 -7 -5 -9 -10 -3
right_child=-2 2 -4 7 -6 6 -8 8 9 -11 -12
leaf_value=0.00092669540756628568 -0.0014813412839159879 -5.2101135394213908e-05 -0.00086166485598078793 0.00063108069243289597 -0.001210493145637432 -0.001702695990939355 0 0.0006161466663540759 -0.00040463388280232446 1.2230454653504521e-05 0.00017522138371068682
leaf_weight=51 46 885 46 75 54 48 62 61 79 2067 279
leaf_count=51 46 885 46 75 54 48 62 61 79 2067 279
internal_value=0 -1.54208e-05 -2.8787e-05 -1.79473e-05 -0.000108929 -6.15951e-05 -0.000738631 3.46402e-05 1.40006e-05 -2.73398e-06 1.68268e-06
internal_weight=0 3707 3656 3610 1328 1274 110 2282 2207 2146 1164
internal_count=3753 3707 3656 3610 1328 1274 110 2282 2207 2146 1164
is_linear=0
shrinkage=0.0995203


Tree=6908
num_leaves=16
num_cat=0
split_feature=3 0 3 3 9 3 1 26 26 19 5 10 2 11 17
split_gain=0.00565304 0.0182486 0.00205788 0.00205546 0.0036357 0.0074554 0.00362128 0.00192828 0.00270114 0.00186946 0.00252959 0.00338262 0.00193854 0.00122241 0.000834352
threshold=0.07728500000000002 -0.095339999999999994 0.3180650000000001 0.12212000000000002 0.11408000000000003 0.17152000000000003 -0.52333999999999992 0.11377500000000003 1.0000000180025095e-35 -0.031244999999999998 0.40898000000000007 0.085585000000000022 0.14153500000000005 -0.08577499999999999 -0.0064000000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 7 -2 8 -5 -8 12 -12 -11 -3 -15
right_child=2 13 -4 4 -6 -7 9 -9 -10 10 11 -13 -14 14 -16
leaf_value=0.0021619880206468441 -0.00086491526559948713 -0.000350875249329781 -0.00069116465934522921 7.9093701794800871e-05 -0.00041116992876507978 0.0014821292011033 -0.00051225668614484775 -0.00044687218477484003 0.0009132493002432918 -5.6964226744360862e-05 0.00067088566943652843 -0.00024086160728584426 0.00052842421717373429 0.00051208874165963047 -1.5705230702529315e-05
leaf_weight=50 53 61 46 192 80 48 79 46 49 2685 113 61 57 49 68
leaf_count=50 53 61 46 192 80 48 79 46 49 2685 113 61 57 49 68
internal_value=0 0.000482026 -2.93544e-05 -2.0327e-05 0.000187055 0.000332358 -4.88316e-05 0.000137209 0.000252091 -3.41167e-05 -2.08822e-05 0.000346545 -4.44968e-05 5.52672e-06 0.00019834
internal_weight=0 228 3509 3463 415 335 3048 287 241 2995 2916 174 2742 178 117
internal_count=3737 228 3509 3463 415 335 3048 287 241 2995 2916 174 2742 178 117
is_linear=0
shrinkage=0.0995203


Tree=6909
num_leaves=15
num_cat=0
split_feature=28 4 4 30 8 5 9 9 0 9 4 4 5 6
split_gain=0.00551931 0.00237006 0.00269891 0.00281503 0.00184369 0.00251169 0.0015945 0.00640809 0.0117779 0.00515099 0.00212702 0.00184817 0.00142319 0.00209217
threshold=0.083225000000000021 0.15730000000000002 0.12498500000000003 0.10940500000000002 -0.080445000000000003 -0.41880499999999998 0.08938500000000002 0.088510000000000019 -0.083589999999999984 0.089645000000000016 0.10801000000000002 0.10300500000000003 0.30714500000000006 0.089810000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 7 12 -9 -8 11 -11 13 -1
right_child=-2 -3 3 -5 -6 -7 9 8 -10 10 -12 -13 -14 -15
leaf_value=-1.2616140515020479e-05 0.00089673151144184309 -0.00070957654844082125 0.00087939433662351718 0.00097294918947516068 -0.00018654058323336369 -7.7402010410204113e-05 0.00108980195529185 0.00022346555806486274 -0.0016088134198068125 1.7053468747987675e-05 -0.00063175376562757835 0.00062415658653367043 0.00039921189612518443 -0.00033393692258906413
leaf_weight=1581 67 48 56 51 91 50 46 65 73 1207 48 52 71 231
leaf_count=1581 67 48 56 51 91 50 46 65 73 1207 48 52 71 231
internal_value=0 -1.47229e-05 -5.28844e-06 0.000311301 0.000135856 0.000420353 -2.88014e-05 -8.4938e-05 -0.000739852 5.44457e-05 1.73799e-05 4.27787e-05 -3.65064e-05 -5.4031e-05
internal_weight=0 3670 3622 248 197 106 3374 2021 138 1353 1307 1259 1883 1812
internal_count=3737 3670 3622 248 197 106 3374 2021 138 1353 1307 1259 1883 1812
is_linear=0
shrinkage=0.0995203


Tree=6910
num_leaves=16
num_cat=0
split_feature=28 8 11 1 8 1 1 26 18 18 3 2 26 21 6
split_gain=0.00447519 0.00186525 0.00272932 0.00157584 0.00382613 0.00170092 0.00663533 0.011593 0.00228555 0.00403319 0.00353152 0.00186596 0.0015562 0.00502016 0.00231472
threshold=0.083225000000000021 0.24614500000000003 -0.38234499999999999 0.056790000000000014 0.10528000000000003 -0.082489999999999994 -0.080500000000000002 0.091485000000000025 -0.13579499999999997 -0.10082999999999999 0.08666500000000002 -0.075429999999999983 0.094305000000000014 0.098250000000000018 -0.45687499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 12 8 7 -7 10 -10 -4 -8 14 -14 -5
right_child=-2 -3 3 4 -6 6 11 -9 9 -11 -12 -13 13 -15 -16
leaf_value=0.00067452726577290061 0.00080748855751123475 -0.00048555758958184988 0.00021295942139268713 0.00050375895493585422 -0.00074646790710416317 -2.397911605254701e-05 3.3937642121273542e-05 -0.0018113566657618695 0.00086256718176939582 4.7135518325291523e-05 -0.0009544827883258332 -0.00018380807122497713 -0.00011543256354563088 0.001135521411061799 0
leaf_weight=58 67 81 48 114 47 92 1038 60 65 841 53 620 63 62 428
leaf_count=58 67 81 48 114 47 92 1038 60 65 841 53 620 63 62 428
internal_value=0 -1.32355e-05 -2.34757e-06 -1.36977e-05 0.000118032 -4.73768e-05 -0.000105215 -0.000734909 5.57705e-05 0.000106541 -0.000391554 -4.69934e-05 0.000180176 0.000498492 0.000105254
internal_weight=0 3670 3589 3531 714 2817 1810 152 1007 906 101 1658 667 125 542
internal_count=3737 3670 3589 3531 714 2817 1810 152 1007 906 101 1658 667 125 542
is_linear=0
shrinkage=0.0995203


Tree=6911
num_leaves=14
num_cat=0
split_feature=3 0 27 27 27 3 9 3 10 5 11 4 21
split_gain=0.00422873 0.0143734 0.00212482 0.00160333 0.00149544 0.00156916 0.00864446 0.0019208 0.00109506 0.00147597 0.00102922 0.00134394 0.00039013
threshold=0.07728500000000002 -0.095339999999999994 0.11129500000000002 0.096090000000000023 -1.0000000180025095e-35 0.088285000000000016 0.088405000000000025 0.087570000000000023 0.089090000000000016 0.5124350000000002 -0.08577499999999999 0.11541000000000003 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 12 6 7 -6 9 -7 -3 -12 -2
right_child=2 10 -4 -5 5 8 -8 -9 -10 -11 11 -13 -14
leaf_value=0.0019075563525164125 -0.00061810165718125291 -0.00033355488621771565 -0.00055355993817910072 0.00046744827994954974 -9.0254329565964098e-05 2.2461162462503347e-05 -0.0011357235310128354 0.00031182828026912447 -0.00041106173821397785 0.00034092876668587272 -0.00017661934538856571 0.00049190201956710857 -0.0001883103160062893
leaf_weight=50 48 61 74 67 818 2030 76 137 53 156 55 62 50
leaf_count=50 48 61 74 67 818 2030 76 137 53 156 55 62 50
internal_value=0 0.00041665 -2.56413e-05 -1.403e-05 -2.38512e-05 -1.21129e-05 -0.000113892 -3.17162e-05 3.4388e-05 4.55625e-05 0 0.000170643 -0.000407174
internal_weight=0 228 3509 3435 3368 3270 1031 955 2239 2186 178 117 98
internal_count=3737 228 3509 3435 3368 3270 1031 955 2239 2186 178 117 98
is_linear=0
shrinkage=0.0995203


Tree=6912
num_leaves=17
num_cat=0
split_feature=22 28 8 18 9 10 10 4 3 8 1 8 4 9 9 6
split_gain=0.030429 0.0135949 0.00395224 0.0166359 0.00247183 0.00171356 0.00243835 0.00229183 0.00166462 0.00158825 0.00143797 0.0013369 0.00250656 0.0013103 0.00119923 0.00117933
threshold=0.13292500000000004 0.080375000000000016 -0.09602999999999999 -0.09053499999999999 0.13087500000000005 0.09056500000000002 0.086030000000000023 0.13707500000000003 0.12992500000000004 -0.26194999999999996 -0.0068249999999999995 -0.47145500000000001 0.13271500000000006 0.088365000000000013 0.087295000000000025 -0.085609999999999992
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 -4 -6 11 14 12 -5 -12 -11 -13
right_child=-2 -3 4 9 8 -7 -8 -9 -10 10 13 15 -14 -15 -16 -17
leaf_value=0.0020170021123544274 0.0025618234029369728 -0.0012887658733764073 -2.8681948657701878e-05 -0.00034805423786166611 4.1559749674299526e-05 0.00052236338749611904 -0.0007648413893989593 -0.0006840379845175677 0.00088489498467635944 -0.00026762192065892649 0.00083206637703002494 -0.00073362431100945928 0.00059422819396975262 0.00013412858543939126 0.00033347425086939633 -1.3108145262393482e-05
leaf_weight=49 46 81 2881 56 49 52 47 54 48 66 61 49 55 53 65 46
leaf_count=49 46 81 2881 56 49 52 47 54 48 66 61 49 55 53 65 46
internal_value=0 -1.3487e-05 1.47364e-05 0.000274704 -2.65172e-05 -4.25755e-05 -5.27014e-05 -4.10185e-05 0.00046732 8.3592e-05 0.000255903 -0.000117367 0.000111468 0.000514768 2.43829e-05 -0.00039336
internal_weight=0 3712 3631 500 3131 3034 2982 2935 97 451 245 206 111 114 131 95
internal_count=3758 3712 3631 500 3131 3034 2982 2935 97 451 245 206 111 114 131 95
is_linear=0
shrinkage=0.0995203


Tree=6913
num_leaves=16
num_cat=0
split_feature=27 27 27 27 17 38 4 4 5 2 8 20 2 20 20
split_gain=0.0228187 0.00328369 0.0127487 0.0123636 0.0016066 0.00173564 0.00157606 0.00492584 0.00274797 0.00124626 0.00164634 0.00115323 0.00358818 0.00232192 0.00145134
threshold=0.11470500000000003 0.083160000000000026 0.086355000000000029 1.0000000180025095e-35 0.00079000000000000023 -0.080750000000000002 0.11706000000000001 0.10533000000000002 -0.43873000000000001 -0.01042 -0.094139999999999988 -0.085594999999999991 -0.086554999999999993 -0.081324999999999995 -0.077394999999999992
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 7 -7 -8 10 -4 12 -6 -13 -15
right_child=-2 2 9 -5 11 6 8 -9 -10 -11 -12 13 -14 14 -16
leaf_value=-0.00066308154425512983 0.0018503158292288277 -0.0018196322138704572 -0.00023931512151702291 0.0013495500764085762 -0.00011379430556427557 -3.3883945079998432e-05 0.00082860160539820432 -0.00067678361700231537 -4.2577842444029435e-05 -0.00035156507527531346 0.00039881420221534277 -0.00057182471523277607 0.00098742755388978249 0.00052393040738875861 4.9395403535373442e-05
leaf_weight=47 66 48 70 67 63 1943 54 126 102 86 91 56 53 70 816
leaf_count=47 66 48 70 67 63 1943 54 126 102 86 91 56 53 70 816
internal_value=0 -1.65235e-05 -0.000335104 1.09015e-05 -1.57865e-05 -6.31654e-05 -5.01251e-05 -7.34316e-05 0.000253737 -4.32979e-05 0.000116282 8.51836e-05 0.000382293 4.77278e-05 8.78109e-05
internal_weight=0 3692 295 3397 3330 2272 2225 2069 156 247 161 1058 116 942 886
internal_count=3758 3692 295 3397 3330 2272 2225 2069 156 247 161 1058 116 942 886
is_linear=0
shrinkage=0.0995203


Tree=6914
num_leaves=16
num_cat=0
split_feature=20 28 2 2 4 9 3 20 20 21 9 9 9 18 20
split_gain=0.0168784 0.0117671 0.0031027 0.0139409 0.00237374 0.00370014 0.00183643 0.00163014 0.00469872 0.00222334 0.00176365 0.00566101 0.00386561 0.0013349 0.00239443
threshold=0.24030500000000005 0.080375000000000016 -0.112555 -0.14091999999999996 0.10724500000000002 0.09550500000000002 0.090360000000000024 0.0013750000000000004 0.084680000000000019 0.13922500000000004 0.093335000000000015 0.094435000000000033 0.09227500000000001 0.089365000000000014 0.10252000000000001
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 9 -9 10 12 -12 -4 14 -10
right_child=-2 -3 7 -5 -6 -7 -8 8 13 -11 11 -13 -14 -15 -16
leaf_value=-0.00020988433388509844 0.0015129943292209204 -0.0012089858831496804 -2.328130127764096e-05 0.0017481094225354204 0.0005469574271230336 -0.00080568711964442731 0.00045742954376215577 -0.00092214015454585919 0.00071602739303062404 0.00056117974656674395 0.0008904034709911635 1.9185384338169113e-05 -0.00063961937705885399 -0.0003037122592144337 -0.00018146262751266105
leaf_weight=84 73 80 2147 55 65 60 78 75 53 69 85 581 106 83 64
leaf_count=84 73 80 2147 55 65 60 78 75 53 69 85 581 106 83 64
internal_value=0 -1.50821e-05 1.11852e-05 0.00029651 1.5476e-05 -0.000136451 0.000106362 -1.84692e-05 -0.000250369 2.59968e-06 -1.03237e-05 0.000131606 -5.26424e-05 0 0.000218096
internal_weight=0 3685 3605 342 287 222 162 3263 275 2988 2919 666 2253 200 117
internal_count=3758 3685 3605 342 287 222 162 3263 275 2988 2919 666 2253 200 117
is_linear=0
shrinkage=0.0995203


Tree=6915
num_leaves=22
num_cat=0
split_feature=22 26 0 8 18 26 0 0 18 0 18 26 9 3 0 8 3 4 4 9 26
split_gain=0.0237235 0.00445354 0.0210109 0.00280525 0.0134263 0.00274152 0.00215141 0.00297321 0.00184533 0.00292498 0.00289355 0.00341934 0.00332293 0.001702 0.0014278 0.00127391 0.00130425 0.00234717 0.00100322 0.000976058 0.000333138
threshold=0.13292500000000004 -0.15514999999999998 -0.057604999999999996 -0.09602999999999999 -0.093649999999999997 -0.236315 -0.086109999999999992 -0.086775000000000005 -0.011039999999999999 0.11291000000000002 -0.0032949999999999998 0.088055000000000022 0.091690000000000021 0.085355000000000028 -0.087394999999999987 -0.14546000000000001 0.14166500000000004 0.11995000000000003 0.10533000000000002 0.087295000000000025 0.096275000000000013
decision_type=2 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 14 9 13 11 -10 -12 -8 18 16 17 -6 -5 -17 -21
right_child=-2 3 -4 6 15 -7 8 -9 10 -11 12 -13 -14 -15 -16 19 -18 -19 -20 20 -22
leaf_value=0.00058242477201260608 0.0022592416629409282 0.0018482156022087888 -0.0021896593019148794 -8.33922138556358e-05 0 -0.00030485295275875475 0.00034177285032742225 -0.00078960051329946543 0.0011978148352412427 -0.00068748190926567511 -0.00013704854227814274 0.0001052869767421479 0.00028229633513805671 -5.5512485316100024e-05 0.00031428300607859038 1.5350464466796005e-05 0.00026273548804187758 -0.00075555289206864448 -0.00036439119905448236 0.00069449017841932117 0.00027898359544913125
leaf_weight=72 46 46 52 754 152 65 121 66 53 67 375 65 371 904 76 83 85 55 155 47 48
leaf_count=72 46 46 52 754 152 65 121 66 53 67 375 65 371 904 76 83 85 55 155 47 48
internal_value=0 -1.46861e-05 -0.000485414 1.03348e-05 0.00022488 0.000155478 -2.62088e-05 -0.000141204 3.51618e-05 -5.02656e-05 0.00014408 0.000602936 7.04023e-05 -7.81476e-06 -9.69268e-05 6.42588e-05 -6.13814e-05 -0.000198428 -0.000132208 0.000274964 0.000493167
internal_weight=0 3712 189 3523 516 137 3007 1051 1956 1092 864 118 746 1025 985 470 292 207 909 178 95
internal_count=3758 3712 189 3523 516 137 3007 1051 1956 1092 864 118 746 1025 985 470 292 207 909 178 95
is_linear=0
shrinkage=0.0995203


Tree=6916
num_leaves=12
num_cat=0
split_feature=10 0 5 7 8 26 5 8 26 26 8
split_gain=0.0218583 0.0018437 0.00122173 0.00128345 0.00145307 0.00354485 0.00240774 0.00139979 0.00122653 0.00486972 0.00347471
threshold=0.096215000000000023 -0.233955 -0.54382499999999989 0.07988000000000002 0.10228000000000002 -0.23202999999999999 0.15100500000000003 -0.068549999999999986 0.11991000000000003 0.11746500000000003 -0.046889999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 -6 -7 -5 9 -4 -10
right_child=-2 2 3 7 5 6 -8 -9 10 -11 -12
leaf_value=0.00045489135347494248 0.0020378608647914779 -0.00046583344811784949 -4.9170372338221771e-06 1.4621148638776925e-05 -0.0001903199171734532 0.0011886783496604487 0.0001682020819930462 -0.00071812872418872955 -0.00055574356490003813 0.00098531130040423122 0.00018947650075881199
leaf_weight=87 53 57 2957 48 81 49 47 51 137 50 111
leaf_count=87 53 57 2957 48 81 49 47 51 137 50 111
internal_value=0 2.02886e-06 -8.72376e-06 -1.11292e-06 8.84494e-06 0.000286638 0.000697598 -0.000354587 -6.00935e-06 1.12761e-05 -0.000218897
internal_weight=0 3675 3588 3531 3432 177 96 99 3255 3007 248
internal_count=3728 3675 3588 3531 3432 177 96 99 3255 3007 248
is_linear=0
shrinkage=0.0995203


Tree=6917
num_leaves=9
num_cat=0
split_feature=27 0 35 10 10 17 2 20
split_gain=0.019318 0.00152354 0.00132858 0.0016798 0.00252547 0.00162778 0.00270598 0.00126589
threshold=0.11470500000000003 -0.233955 0.004000000000000001 0.090150000000000022 0.086275000000000018 -0.55026999999999993 -0.08569499999999998 0.0013750000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -7
right_child=-2 2 -4 -5 -6 7 -8 -9
leaf_value=0.00040962045925348347 0.001742245244990484 7.208631180102959e-05 -0.00053762906564158133 -0.00045847853510313027 0.00065118653914192999 2.729495832253076e-05 -0.00087138829053774996 -0.00018709533179698913
leaf_weight=87 64 62 47 79 59 2974 56 300
leaf_count=87 64 62 47 79 59 2974 56 300
internal_value=0 -1.60878e-06 -1.18396e-05 -4.60708e-06 5.5457e-06 -5.44316e-06 -0.000368727 7.40011e-06
internal_weight=0 3664 3577 3530 3451 3392 118 3274
internal_count=3728 3664 3577 3530 3451 3392 118 3274
is_linear=0
shrinkage=0.0995203


Tree=6918
num_leaves=13
num_cat=0
split_feature=10 0 18 18 18 26 0 8 17 21 26 27
split_gain=0.0184465 0.00123275 0.00117954 0.00315817 0.00264579 0.00231295 0.00167661 0.00235567 0.00219021 0.00150657 0.00278182 0.00368968
threshold=0.096215000000000023 -0.233955 0.10927000000000002 0.11504500000000002 0.10435500000000002 0.12043500000000003 -0.072529999999999997 -0.069939999999999988 0.060860000000000011 0.13042000000000004 -0.2382 0.11129500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 9 6 8 -8 -5 10 -3 -12
right_child=-2 2 3 5 -6 -7 7 -9 -10 -11 11 -13
leaf_value=0.00036885496611743437 0.0018687291015370066 0.00068161787780435354 0.00089784979958586197 0.00066853518247416061 -0.00070965342383438521 -0.00049662893060796855 -0.00060387495565627581 0.00031249710374700194 0 -0.00042250172052009323 -4.1736719609312986e-06 -0.00080617705395006213
leaf_weight=87 53 57 49 98 56 64 56 54 100 89 2907 58
leaf_count=87 53 57 49 98 56 64 56 54 100 89 2907 58
internal_value=0 -1.05097e-06 -1.02484e-05 0.000145913 -3.1266e-05 4.46672e-05 0.000159802 -0.000146578 0.000334148 -1.87915e-05 -6.63101e-06 -2.01382e-05
internal_weight=0 3675 3588 421 3167 372 308 110 198 3111 3022 2965
internal_count=3728 3675 3588 421 3167 372 308 110 198 3111 3022 2965
is_linear=0
shrinkage=0.0995203


Tree=6919
num_leaves=13
num_cat=0
split_feature=27 11 18 18 18 4 8 8 1 24 0 4
split_gain=0.0163916 0.00116173 0.00121601 0.0025153 0.00233052 0.00199784 0.00257443 0.00477051 0.00447387 0.00162117 0.00276826 0.0012749
threshold=0.11470500000000003 -0.40069499999999997 0.10927000000000002 0.10435500000000002 0.11504500000000002 0.083250000000000018 -0.068549999999999986 -0.020084999999999999 -0.076329999999999995 0.083550000000000027 -0.233955 0.12182500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -4 6 8 -8 -6 10 -3 -12
right_child=-2 2 4 -5 5 -7 7 -9 -10 -11 11 -13
leaf_value=-0.00050161033409850233 0.0016017862049336278 0.00063010038331389243 0.00080849560290172529 -0.00066852630369616426 0.00083203217458330757 0.00048712705259595061 -0.0012021949557341038 8.254421892744082e-05 -0.00024006663253999051 -0.00058072841055357906 4.9019649149714742e-06 -0.00025549087958920825
leaf_weight=46 64 68 49 58 66 88 46 73 91 48 2832 199
leaf_count=46 64 68 49 58 66 88 46 73 91 48 2832 199
internal_value=0 -4.56937e-06 1.52385e-06 -1.89588e-05 0.000162457 7.32417e-05 -5.57557e-05 -0.000407199 0.000205411 -6.72699e-06 1.89949e-06 -1.1924e-05
internal_weight=0 3664 3618 3205 413 364 276 119 157 3147 3099 3031
internal_count=3728 3664 3618 3205 413 364 276 119 157 3147 3099 3031
is_linear=0
shrinkage=0.0995203


Tree=6920
num_leaves=17
num_cat=0
split_feature=22 3 18 3 2 3 10 1 3 17 17 6 17 5 0 6
split_gain=0.00548922 0.0047769 0.0191303 0.00922205 0.0167934 0.00339528 0.00278252 0.00213194 0.00392428 0.00218793 0.00291205 0.00201865 0.00180995 0.00358163 0.00180435 0.00177213
threshold=0.13264000000000004 0.084550000000000028 -0.097709999999999991 0.084955000000000017 -0.084385000000000002 0.084290000000000018 0.091080000000000022 -0.082489999999999994 0.085545000000000024 -0.047785000000000001 -0.012754999999999999 0.087075000000000027 0.056905000000000011 -0.012164999999999999 0.12387500000000003 0.18123500000000006
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 11 7 9 -9 14 -11 12 13 -4 -5 -10
right_child=-2 3 5 6 -6 -7 -8 8 15 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.0020591944655099135 -0.0010891923484354269 -0.00031657047937265519 -0.00023167676464974307 -4.3368536010444934e-05 0.0023167553443581576 -0.00086441114013046717 -0.00072649324376592534 -0.00088711383414503031 1.1530177715577067e-05 0.0010099390117081298 0.00020744405058585835 -0.00047757704770490158 0.00064969118330430575 0.00049045202161651538 0.00047577661094029441 -0.00049354508890290378
leaf_weight=54 47 47 200 378 48 49 50 51 2196 62 176 70 52 103 80 71
leaf_count=54 47 47 200 378 48 49 50 51 2196 62 176 70 52 103 80 71
internal_value=0 -6.51067e-06 -0.000283781 3.95737e-05 0.00100534 -7.9792e-05 9.36281e-06 2.18417e-05 -2.3712e-05 0.000174733 0.000419937 8.74388e-06 0.000106944 1.10977e-05 4.55245e-05 -3.92714e-06
internal_weight=0 3687 528 3159 95 474 3064 3014 2318 696 238 425 355 303 458 2267
internal_count=3734 3687 528 3159 95 474 3064 3014 2318 696 238 425 355 303 458 2267
is_linear=0
shrinkage=0.0995203


Tree=6921
num_leaves=21
num_cat=0
split_feature=2 3 26 3 5 9 3 7 17 2 8 3 5 5 2 9 26 17 17 20
split_gain=0.00447307 0.0104394 0.00297408 0.00285289 0.00271984 0.00509043 0.00529789 0.00221185 0.00192745 0.00260337 0.0126399 0.00373713 0.00318002 0.00271979 0.00253166 0.00167155 0.00437847 0.00223823 0.00146235 0.00157944
threshold=-0.090919999999999987 0.081685000000000021 0.092825000000000032 0.11225500000000002 0.063170000000000018 0.09550500000000002 0.090050000000000033 0.077685000000000018 -0.55754499999999996 -0.082234999999999989 -0.092094999999999996 0.08511500000000001 -0.018754999999999997 0.0016150000000000003 -0.082025000000000001 0.11408000000000003 0.26711000000000013 0.021725000000000005 -0.012064999999999999 -0.079725000000000004
decision_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 18 6 -6 8 -2 10 -10 12 -12 -13 -11 16 -16 -17 -3 -20
right_child=7 2 -4 -5 5 -7 -8 -9 9 14 11 13 -14 -15 15 17 -18 -19 19 -21
leaf_value=-0.0012760353774878359 -0.00059070095965686926 -0.00046440936305374743 -0.00066537097736084415 -0.00055332412303606745 4.1391424824412259e-05 -0.0004151364625575897 0.001339033211005528 -0.00060734572051183273 0.0015551182649330081 -0.00071447033551348151 -0.00093126482153397464 0.00034456248465049522 -3.9923833066858122e-05 -0.00016158046550745567 7.3653780688600572e-06 6.0491811278909239e-05 -0.00084915876831147795 0.0007921256261141027 0.00051782296771174139 -0.00026601057231621879
leaf_weight=87 47 81 77 75 60 53 68 53 63 49 53 437 166 136 1864 143 61 60 48 53
leaf_count=87 47 81 77 75 60 53 68 53 63 49 53 437 166 136 1864 143 61 60 48 53
internal_value=0 -0.00026696 -9.49053e-05 3.51311e-06 0.000120817 0.000395224 0.000737159 2.91437e-05 4.03657e-05 5.0418e-05 0.000197602 8.8584e-05 -0.000259375 0.000223002 -7.01129e-06 8.89421e-06 -1.93512e-05 0.000280771 -0.000147584 9.83992e-05
internal_weight=0 602 515 438 363 181 128 3132 3079 3032 855 792 219 573 2177 2128 1925 203 182 101
internal_count=3734 602 515 438 363 181 128 3132 3079 3032 855 792 219 573 2177 2128 1925 203 182 101
is_linear=0
shrinkage=0.0995203


Tree=6922
num_leaves=24
num_cat=0
split_feature=22 2 3 0 0 1 0 0 8 2 3 3 2 3 18 3 3 3 4 9 9 26 6
split_gain=0.00433324 0.00352529 0.00873973 0.0030438 0.0176657 0.0172973 0.0038552 0.0034934 0.0180723 0.00400134 0.00195599 0.00202184 0.0033588 0.0023126 0.00440381 0.00376793 0.00174923 0.00595682 0.00409035 0.00132561 0.0068446 0.00304139 0.00109547
threshold=0.13264000000000004 -0.090919999999999987 0.081685000000000021 -0.084665000000000004 -0.083390000000000006 -0.078509999999999983 -0.082794999999999994 -0.085794999999999996 -0.085089999999999985 -0.087129999999999999 0.088055000000000022 0.092200000000000018 -0.10018999999999999 0.11225500000000002 -0.090899999999999995 0.12131500000000002 0.10850000000000003 0.10502000000000002 0.12498500000000003 0.10706000000000003 0.11408000000000003 0.11991000000000003 0.084985000000000019
decision_type=2 2 2 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 -5 -6 9 -9 -3 22 12 -12 14 -13 -15 17 -11 -18 21 -21 -8 -4
right_child=-2 3 10 4 6 -7 19 8 -10 16 11 13 -14 15 -16 -17 18 -19 -20 20 -22 -23 -24
leaf_value=-0.0011490441310000109 -0.00096626475504930692 0.00077244482282716183 5.2240751729852092e-06 0.0023580913344116768 -0.00078159302016399365 3.7854188851729062e-05 7.1113765757827219e-05 -0.0014746299188760548 0.00074417381145980494 -5.2707361077612649e-05 -1.581243741301362e-05 0.00084709509902553112 -0.001124204233612892 -0.0010647343945523638 -0.00016465716228254384 0.00017069139302358432 -0.00056165585633865427 0.00099511721395998017 0.00027249867708109733 0.0012622295335271807 -4.7937173188399113e-05 -0.00053835493842395834 0.00066266635776563907
leaf_weight=87 47 61 58 67 55 62 1168 85 63 935 61 64 51 47 125 49 174 57 86 54 143 87 48
leaf_count=87 47 61 58 67 55 62 1168 85 63 935 61 64 51 47 125 49 174 57 86 54 143 87 48
internal_value=0 -4.30642e-06 -0.00022746 3.79416e-05 0.000131345 0.00124928 3.51058e-05 -6.60897e-05 -0.000524608 -1.37825e-05 -6.64336e-05 -0.00016918 -0.000527836 -2.53617e-05 0.000173616 -0.000425625 -5.2743e-05 6.67512e-06 -0.000282595 6.66052e-05 0.00030704 2.82114e-05 0.000310657
internal_weight=0 3687 590 3097 1636 129 1507 1461 148 1313 503 397 112 285 189 96 1252 992 260 1452 197 1255 106
internal_count=3734 3687 590 3097 1636 129 1507 1461 148 1313 503 397 112 285 189 96 1252 992 260 1452 197 1255 106
is_linear=0
shrinkage=0.0995203


Tree=6923
num_leaves=14
num_cat=0
split_feature=22 3 18 3 10 3 18 6 27 3 18 5 5
split_gain=0.00351379 0.00291078 0.0157546 0.0128101 0.00195929 0.00177468 0.00411739 0.00170767 0.00148477 0.00116385 0.00102094 0.00191402 0.00271699
threshold=0.13264000000000004 0.084855000000000028 -0.098315 0.08511500000000001 0.091080000000000022 0.084065000000000015 -0.010395 0.23663500000000004 0.11129500000000002 0.12212000000000002 -0.020389999999999998 -0.011514999999999999 -0.02504
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 7 10 -7 8 9 -5 -4 12 -12
right_child=-2 3 5 4 -6 6 -8 -9 -10 -11 11 -13 -14
leaf_value=-0.001734997258684852 -0.00087010221927090968 0.0015687333231149516 0.0004797850693378434 1.4865854628929138e-05 -0.00060962159305095413 -0.00092185574840973974 0.00012608715500804385 -0.00057599427599684292 -0.00044122250163597881 0.00020762960914247957 -5.7981660300438573e-06 -0.00038506204256967492 0.00081876160084642881
leaf_weight=60 47 53 54 2520 50 65 84 47 65 356 196 88 49
leaf_count=60 47 53 54 2520 50 65 84 47 65 356 196 88 49
internal_value=0 -3.83366e-06 -0.000205408 3.47687e-05 7.73815e-06 -3.26583e-05 -0.000325575 1.83428e-05 2.81192e-05 3.90114e-05 7.80032e-05 1.03909e-05 0.000155773
internal_weight=0 3687 596 3091 3038 536 149 2988 2941 2876 387 333 245
internal_count=3734 3687 596 3091 3038 536 149 2988 2941 2876 387 333 245
is_linear=0
shrinkage=0.0995203


Tree=6924
num_leaves=21
num_cat=0
split_feature=18 3 9 17 17 18 3 17 5 18 20 5 10 17 18 1 17 3 3 4
split_gain=0.00239229 0.00676494 0.0100993 0.00281892 0.00272134 0.00302657 0.00277613 0.00261618 0.00244254 0.0023639 0.00201665 0.00171106 0.00163843 0.00290966 0.00335712 0.0010947 0.000981326 0.00108638 0.00359945 0.00185483
threshold=-0.069565000000000002 0.086015000000000022 0.084795000000000023 0.4039100000000001 0.12439000000000001 -0.087989999999999985 0.091475000000000015 -0.55286000000000002 -0.010074999999999999 -0.057764999999999997 -0.096095 -0.0018599999999999999 0.09056500000000002 -0.53015499999999993 -0.0065549999999999992 -0.016029999999999999 -0.46515999999999996 0.11769000000000002 0.11523000000000001 0.11103500000000002
decision_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 4 5 7 8 -3 -7 -2 -9 15 13 14 -11 -1 -15 18 -18 -19
right_child=9 3 -4 -5 -6 6 -8 10 -10 12 -12 -13 -14 16 -16 -17 17 19 -20 -21
leaf_value=-0.000351108533326913 -0.00057503060107717808 0.00056328323855421244 0.0017626327531339112 0.00067105465168280204 -0.00077631182454947331 0.00017040950866860187 -0.00019180170755899608 0.00044466811283043483 0.0010407192216125632 -0.001102391228078402 -0.00023219566560096964 0.00060037060846403222 0.00045288086554465577 0.00040536670008661736 -2.3331735644962597e-05 0.00031043493544246687 -3.4791661377500082e-05 0.00048680913232215079 -0.00088329606543781271 -5.7446901872403205e-06
leaf_weight=53 81 52 57 59 47 68 63 47 65 54 502 70 68 53 64 46 1872 103 51 274
leaf_count=53 81 52 57 59 47 68 63 47 65 54 502 70 68 53 64 46 1872 103 51 274
internal_value=0 0.000127996 0.000614982 5.20849e-06 -4.03677e-05 2.00465e-06 0.000342608 -0.000107712 0.000601904 -4.52548e-05 -0.000172758 0.00022306 -2.80313e-05 -4.15969e-05 -0.000524076 -3.54557e-05 -1.70533e-05 -2.71432e-05 -5.77206e-05 0.000126654
internal_weight=0 1129 226 903 844 797 196 601 133 2620 549 169 2539 2471 118 99 2353 2300 1923 377
internal_count=3749 1129 226 903 844 797 196 601 133 2620 549 169 2539 2471 118 99 2353 2300 1923 377
is_linear=0
shrinkage=0.0995203


Tree=6925
num_leaves=33
num_cat=0
split_feature=6 6 2 2 5 26 17 26 8 0 9 18 26 26 6 9 4 2 8 2 0 5 8 8 2 0 8 9 9 6 10 17
split_gain=0.00226951 0.0132585 0.00180745 0.00620703 0.00300036 0.00603687 0.0024158 0.00198953 0.00622201 0.00629021 0.00523123 0.00491075 0.00147983 0.00198356 0.00511602 0.00207 0.00768854 0.00440624 0.00199401 0.0018832 0.00257469 0.00379295 0.00178458 0.00615561 0.00200272 0.00313371 0.00149896 0.00215373 0.00306618 0.00137819 0.0013563 0.00187594
threshold=0.088565000000000019 0.089090000000000016 -0.070354999999999987 -0.07360499999999999 -0.037239999999999995 0.09271500000000002 -0.083000000000000004 0.096685000000000021 -0.070134999999999989 -0.071799999999999989 0.094220000000000012 -0.011569999999999999 0.086130000000000026 0.088435000000000027 0.086965000000000028 0.11296000000000002 0.11541000000000003 -0.058894999999999996 -0.078844999999999985 -0.086775000000000005 -0.083814999999999987 -0.026719999999999997 -0.086304999999999993 -0.085499999999999993 -0.086169999999999983 -0.08892499999999999 -0.087129999999999999 0.085075000000000026 0.083995000000000028 0.085570000000000021 0.086275000000000018 -0.52615499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 7 5 -4 -6 10 -9 -10 11 -3 22 14 19 16 17 18 -15 -14 21 -21 24 -24 25 -1 27 28 -26 30 31 -25
right_child=1 2 4 -5 6 -7 -8 8 9 -11 -12 -13 13 15 -16 -17 -18 -19 -20 20 -22 -23 23 29 26 -27 -28 -29 -30 -31 -32 -33
leaf_value=-1.7856364201955103e-05 0.0016523139976544691 0.00035484671851048719 0.0014171402090687984 -0.0011152786856782665 0.00038084065032097385 -2.5881882378381707e-05 -0.00045703667138766369 0.00092721615988878702 -0.00099843749608159228 0.00053188532350697496 -0.0010282287466910275 -0.00035865015623713398 0.0003896304641323856 0.00017340699533104236 -0.001309824949977663 -0.00053653726280828329 0.0010734614519454639 -0.0010244682847586504 -0.00020273674905786599 -0.00015928803466788501 0.00030315523355271628 -0.0012708061250152605 0.0011249894383113252 -0.00050322536411478427 -0.00012341291459769149 -0.0011371359174662103 0.00049170775817747672 -0.00057177075887312079 0.00068126864189784896 0.00056924974940341874 0.00038863952146360816 1.7549737316756482e-05
leaf_weight=57 54 226 54 49 68 59 68 89 51 55 50 165 47 270 47 77 61 47 288 96 49 46 54 74 288 46 47 78 56 46 87 900
leaf_count=57 54 226 54 49 68 59 68 89 51 55 50 165 47 270 47 77 61 47 288 96 49 46 54 74 288 46 47 78 56 46 87 900
internal_value=0 0.000135665 4.71023e-05 -3.53087e-05 0.000277103 0.00065646 -3.20787e-05 4.66094e-05 0.00031208 -0.000196679 -6.89193e-05 5.1661e-05 -4.00569e-05 -0.00013474 -0.000358398 -4.78473e-05 7.42375e-06 -9.8708e-05 -1.92646e-05 -0.000167071 -0.000308346 -0.000525123 1.56358e-05 8.69423e-05 -0.000127665 -0.000525677 -3.85098e-05 -9.95023e-05 5.20211e-06 3.55663e-05 1.16567e-05 -2.11759e-05
internal_weight=0 988 934 685 249 113 136 636 195 106 441 391 2761 1028 285 743 666 605 558 238 191 142 1733 1161 572 103 469 422 344 1107 1061 974
internal_count=3749 988 934 685 249 113 136 636 195 106 441 391 2761 1028 285 743 666 605 558 238 191 142 1733 1161 572 103 469 422 344 1107 1061 974
is_linear=0
shrinkage=0.0995203


Tree=6926
num_leaves=27
num_cat=0
split_feature=18 6 6 9 0 0 18 17 26 9 26 26 5 21 17 20 21 21 21 10 17 17 18 20 9 6
split_gain=0.00188618 0.00336421 0.0110012 0.00421732 0.003226 0.00769219 0.00171217 0.00153041 0.00198819 0.00379895 0.00240927 0.00398366 0.0024942 0.00212139 0.00183038 0.00175792 0.00140914 0.00388192 0.00382274 0.00188572 0.00180464 0.00295068 0.00183297 0.00336138 0.0017697 0.000510049
threshold=-0.069565000000000002 0.086275000000000032 0.089985000000000023 0.094685000000000033 -0.078479999999999994 -0.080884999999999999 -0.057764999999999997 -0.55286000000000002 0.089365000000000014 0.09253500000000002 0.084495000000000028 0.085155000000000022 -0.0063549999999999995 0.11729000000000002 -0.0088649999999999996 -0.0094199999999999996 0.09865500000000002 0.096230000000000024 0.093835000000000016 0.09056500000000002 -0.24445500000000001 -0.05543 0.11906500000000002 -0.064180000000000001 0.11351500000000002 -0.074569999999999984
decision_type=2 2 2 2 2 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 5 -4 -2 -1 10 -10 14 -12 -13 -11 15 -9 17 18 19 24 -18 -22 23 -23 -8 -24
right_child=6 2 3 -5 -6 -7 16 8 9 13 11 12 -14 -15 -16 -17 20 -19 -20 -21 21 22 25 -25 -26 -27
leaf_value=0.00051675360367402559 -0.00049171359697682958 0.0014507360241737299 -0.00048648218372736161 0.00090194796183152225 -0.00064780888921462559 0.0011125854945888696 1.1841654009999794e-05 0.00025187135089775072 -0.00093470952347415902 -0.00040354110962301872 0.0010388428574138497 -0.00052094846377443848 0.00046610726223033212 0.0004036136672689907 -0.00054653284552244131 -0.00020356567040689445 -0.00075542350056677723 0.00083243027412157331 -0.0008571980856427456 0.00055656394482650484 0.00054877278857751817 3.7623332484591151e-05 -0.00011398966456039495 -0.00073331573888241316 -0.00041987367023863306 0.00032807076105653953
leaf_weight=54 81 74 71 48 76 51 1844 170 64 64 59 47 55 65 66 165 50 55 52 60 56 98 46 125 99 54
leaf_count=54 81 74 71 48 76 51 1844 170 64 64 59 47 55 65 66 165 50 55 52 60 56 98 46 125 99 54
internal_value=0 0.000113117 0.000386301 6.27767e-05 -0.000136524 0.000175271 -4.07189e-05 4.04771e-06 -3.15384e-05 -0.00030784 6.18916e-05 0.000387845 3.26169e-06 0 -6.69361e-05 2.5108e-05 -2.60087e-05 7.04821e-06 -1.4644e-05 6.82095e-06 -0.000190504 -0.000113817 -0.000231227 -0.000390846 -9.73385e-06 0.000116537
internal_weight=0 1129 320 246 198 122 2620 809 755 193 562 161 102 129 401 335 2539 2110 2055 2003 429 379 323 223 1943 100
internal_count=3749 1129 320 246 198 122 2620 809 755 193 562 161 102 129 401 335 2539 2110 2055 2003 429 379 323 223 1943 100
is_linear=0
shrinkage=0.0995203


Tree=6927
num_leaves=24
num_cat=0
split_feature=1 1 10 9 19 3 9 4 21 21 20 20 20 2 2 3 19 9 2 2 0 1 1
split_gain=0.00160211 0.0121609 0.00163316 0.00211594 0.00234261 0.00199518 0.00240801 0.00148377 0.00104624 0.00160842 0.00136585 0.00213743 0.00209651 0.00198049 0.00194277 0.00188317 0.00115691 0.00110226 0.00283891 0.00315086 0.00450648 0.00160961 0.000724031
threshold=-0.093734999999999999 -0.098224999999999993 0.086275000000000018 0.09518500000000002 0.072660000000000016 0.084795000000000023 0.087215000000000015 0.086825000000000027 0.10343500000000001 0.10557500000000002 -0.077044999999999988 -0.071149999999999991 -0.097019999999999995 0.0040650000000000018 -0.074679999999999983 0.10850000000000003 0.13251500000000005 -0.25326499999999996 0.13896000000000006 0.096520000000000022 -0.225295 0.056790000000000014 0.27998000000000006
decision_type=2 2 2 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 -6 16 -10 12 -12 -11 14 -13 -14 17 -2 19 20 -19 -20 -21
right_child=8 -3 -4 -5 7 6 -8 -9 9 10 11 13 15 -15 -16 -17 -18 18 21 22 -22 -23 -24
leaf_value=0.00071401187329780133 -0.00046492750004379502 0.0016737156677741943 0.00046687230562848358 -0.00057746195823928906 -0.00066390939486275357 -0.0001443260487783079 0.00056796587637549661 0 -0.00070961802155406384 -0.00035461164912145354 -0.00080157599336004072 -0.00031228259143291451 -6.6836421995413326e-05 -0.00056230704933936924 0.00034889026871112028 0.00071422155094892604 0.00047647443509171911 0.00095863716777163982 0.00011355606868436222 -0.00086425752154371263 -1.5683503823270422e-05 0.00094178100731741885 -0.00028586442676436564
leaf_weight=59 51 48 71 64 62 161 66 68 47 60 53 75 53 67 105 67 50 48 50 47 2279 48 50
leaf_count=59 51 48 71 64 62 161 66 68 47 60 53 75 53 67 105 67 50 48 50 47 2279 48 50
internal_value=0 0.000154225 2.03694e-05 -4.39704e-05 3.61375e-05 0.000197119 5.91658e-05 -0.000311724 -2.32907e-05 -0.000151271 -9.48944e-05 -0.000225882 0.00011887 -9.90377e-05 6.88536e-05 0.000362433 2.11044e-06 -6.78952e-06 2.15038e-06 -1.87542e-05 4.06244e-06 0.000527571 -0.000574556
internal_weight=0 599 551 480 416 286 227 130 3150 527 480 300 180 247 180 120 2623 2573 2522 2424 2327 98 97
internal_count=3749 599 551 480 416 286 227 130 3150 527 480 300 180 247 180 120 2623 2573 2522 2424 2327 98 97
is_linear=0
shrinkage=0.0995203


Tree=6928
num_leaves=33
num_cat=0
split_feature=5 1 0 0 6 6 0 9 26 26 4 2 20 26 26 9 2 2 4 18 2 5 6 20 6 2 2 26 1 0 26 26
split_gain=0.00758263 0.0213885 0.0491803 0.00396058 0.0123598 0.0170838 0.00342116 0.00316473 0.0045472 0.00211741 0.00349331 0.00210637 0.00468398 0.00259981 0.00603421 0.0161922 0.0040816 0.00213857 0.00196143 0.00222757 0.00168846 0.0025584 0.00145611 0.00135613 0.00235508 0.00357962 0.00115068 0.00111957 0.00541109 0.01328 0.0031377 0.0017634
threshold=-0.084089999999999984 -0.080349999999999991 -0.086254999999999984 -0.094389999999999988 -0.03252 0.091295000000000029 -0.25289499999999993 0.11408000000000003 0.10603500000000003 0.089795000000000028 0.086380000000000026 0.10274500000000002 -0.058504999999999995 0.084535000000000013 0.081750000000000031 0.084235000000000018 -0.086554999999999993 0.094050000000000022 0.12205500000000002 0.095920000000000019 -0.011474999999999999 -0.0058299999999999992 -0.099455000000000002 -0.081254999999999994 -0.0076549999999999995 -0.082275000000000001 0.31326500000000007 0.10304500000000003 -0.083284999999999984 -0.076914999999999997 0.098705000000000029 0.096685000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -3 8 18 10 -8 13 -13 14 17 16 -16 20 19 -5 22 -22 -2 24 25 -15 -14 30 -29 -30 31 -25
right_child=11 3 -4 7 5 -7 9 -9 -10 -11 -12 12 26 23 15 -17 -18 -19 -20 -21 21 -23 -24 27 -26 -27 -28 28 29 -31 -32 -33
leaf_value=-9.5410697365700068e-05 -0.00053178965744351853 0.00068208315695037511 -0.0040770613290882158 0.00034163660379542157 -0.0027021938772925857 -5.5172757876593886e-05 0.00027431967693713712 -0.00069003183699031345 0.0010808789661777341 -0.00063613667226317626 -0.00037393680417004724 0.0010814129261547086 0.00022307866219914394 0.0010092369814123144 -0.00058377687882604507 -0.0021933225278483958 0.0005916955307272093 -0.00063856028163728547 -0.00035260764918065553 -0.00035246627486822661 -7.8174174833996131e-05 0.00083009210427953915 4.4956055496789243e-06 -1.8654761393964727e-05 -0.00026494808737133433 -3.3034488817633522e-05 -0.00038640206357246369 -0.00055513344395082009 0.001896249562199811 5.6047077587226981e-05 -0.00077932659720798619 0.00055621147369333828
leaf_weight=90 56 49 47 204 47 51 150 47 48 86 181 57 85 72 65 50 53 52 90 58 61 59 453 918 48 57 48 75 48 209 52 56
leaf_count=90 56 49 47 204 47 51 150 47 48 86 181 57 85 72 65 50 53 52 90 58 61 59 453 918 48 57 48 75 48 209 52 56
internal_value=0 -0.000299786 -0.00146735 -0.000140759 -0.000316411 -0.00133302 -0.000100862 7.90371e-05 0.000171449 -0.000194826 -7.76918e-05 7.48502e-06 0.000326605 -1.76048e-05 -0.000157612 -0.000691975 -4.88729e-05 -2.45845e-05 4.51104e-05 0.000184856 2.4872e-05 0.000361568 -5.28981e-05 5.9299e-05 0.000318799 0.000542353 0 2.48734e-05 0.000184033 0.000402928 -2.58306e-05 1.35566e-05
internal_weight=0 1148 137 1011 564 98 466 447 400 417 331 2574 190 2384 849 168 118 681 352 262 629 120 509 1535 177 129 133 1358 332 257 1026 974
internal_count=3722 1148 137 1011 564 98 466 447 400 417 331 2574 190 2384 849 168 118 681 352 262 629 120 509 1535 177 129 133 1358 332 257 1026 974
is_linear=0
shrinkage=0.0995203


Tree=6929
num_leaves=30
num_cat=0
split_feature=8 18 18 17 18 3 3 5 21 3 0 9 9 3 27 9 9 18 5 9 17 9 0 20 8 21 5 17 0
split_gain=0.00728692 0.0110513 0.0418094 0.00597463 0.00977984 0.00281487 0.0273698 0.00244702 0.00242106 0.00229287 0.0013753 0.00132613 0.00140206 0.00261869 0.00127597 0.00157329 0.00371046 0.00271159 0.00541732 0.00474496 0.00307428 0.008005 0.0021105 0.00207884 0.00152985 0.00110237 0.00105569 0.00195965 0.000694156
threshold=-0.088520000000000001 0.0057900000000000009 0.088250000000000009 0.059130000000000009 0.10861000000000003 0.08400500000000001 0.083595000000000017 -0.086109999999999992 -0.072824999999999987 0.080495000000000025 -0.14824999999999997 0.090775000000000022 -0.096659999999999982 0.088185000000000027 0.11129500000000002 0.092465000000000033 0.091690000000000021 0.11061000000000003 -0.034484999999999995 0.093705000000000024 0.07134500000000002 0.097365000000000021 -0.052884999999999995 0.0057800000000000013 0.0012600000000000003 0.10940500000000002 -0.43873000000000001 -0.084209999999999993 -0.086025000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 7 -5 6 9 -4 -1 26 -10 12 -12 -14 15 16 23 18 19 -17 21 -19 -20 24 -7 -25 -2 -28 -9
right_child=5 2 3 4 -6 14 -8 28 10 -11 11 -13 13 -15 -16 17 -18 20 22 -21 -22 -23 -24 25 -26 -27 27 -29 -30
leaf_value=-0.00061712947385588227 0.00038068563905316278 -0.0029044195051636289 0.00068306268159459718 -0.0018059702376604216 0.00014020612449521257 6.1632934628434781e-05 -0.0024583107633265348 -0.00039796664953277374 0.0004140809742287176 0.00074239726476543766 0.00022378953253509172 0.00029998020646538649 3.5278822637590707e-05 -0.00061357533848865496 -0.00045182089366384271 -0.0014406381543391187 0.00079728195653585839 -0.00030612258819144404 0.00018461113428689741 -0.0003151707557483191 -0.00019568828815528386 0.0014684369841529582 -0.00028499753144336988 0.0001755194863478967 -0.0002993567060916569 0.00075933680284169275 0.00017042514274186827 -0.00068285504311352122 0.00011556939862530267
leaf_weight=66 46 72 60 49 52 1326 48 47 76 53 77 85 132 112 53 47 72 46 320 193 74 54 134 79 127 60 61 46 55
leaf_count=66 46 72 60 49 52 1326 48 47 76 53 77 85 132 112 53 47 72 46 320 193 74 54 134 79 127 60 61 46 55
internal_value=0 -0.000328225 -0.000778704 -0.000193646 -0.000795874 -5.86543e-07 -0.000317002 0.000176763 -5.13468e-05 0.00017797 2.44272e-05 -4.64967e-05 -0.000140793 -0.000259201 3.01875e-05 4.06003e-05 9.74608e-05 -6.74612e-05 -0.000156298 -0.000538986 0.00028216 0.000643954 4.4201e-05 6.52964e-05 2.95171e-05 0.000433417 -1.22001e-05 -0.000188755 -0.000113034
internal_weight=0 883 335 263 101 2839 254 162 548 206 482 406 321 244 2585 2532 1664 868 694 240 174 100 454 1592 1453 139 153 107 102
internal_count=3722 883 335 263 101 2839 254 162 548 206 482 406 321 244 2585 2532 1664 868 694 240 174 100 454 1592 1453 139 153 107 102
is_linear=0
shrinkage=0.0995203


Tree=6930
num_leaves=26
num_cat=0
split_feature=3 3 0 0 5 17 0 17 0 0 9 6 6 10 9 9 9 9 3 9 2 0 9 9 5
split_gain=0.00638034 0.0470853 0.00820391 0.0839399 0.00264741 0.00207264 0.00616048 0.00483764 0.00253325 0.00205771 0.0022197 0.00197566 0.0033734 0.00190558 0.00137497 0.00178504 0.00387318 0.0045591 0.00742051 0.00170648 0.003176 0.0048752 0.00180971 0.00324671 0.0010073
threshold=0.088055000000000022 0.08785500000000003 -0.083589999999999984 -0.082404999999999992 0.18340500000000004 -0.068169999999999994 -0.084894999999999984 -0.084209999999999993 -0.088174999999999989 -0.085794999999999996 0.083795000000000022 0.089090000000000016 0.086420000000000011 0.090150000000000022 0.15091000000000004 0.10371500000000002 0.11007500000000002 0.11408000000000003 0.12389500000000002 0.097680000000000031 -0.072624999999999981 -0.072039999999999979 0.09667000000000002 0.096225000000000019 -0.016815
decision_type=2 2 2 2 2 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 7 9 8 24 10 -7 12 -5 14 15 19 -17 -18 -19 22 21 -21 23 -2 -1
right_child=13 -3 3 4 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 17 18 -20 20 -22 -23 -24 -25 -26
leaf_value=-7.4054215151932722e-06 2.5278181695673668e-05 -0.0031876477840029433 -0.0042638805918151076 0.00028089258953563096 -0.00054403458599978937 0.00044033679119885702 0.0011012028168724429 -0.0010646588425733329 -0.00051849821807174582 -0.00050389525796101146 -3.0642769543135862e-05 0.00076709422742069248 -0.0006372906631915866 -0.00051050371934830341 0.00056884595330474309 -0.00084156044469460513 0.00081074126619915931 0.00020601939095145734 -0.0013214178828098889 -9.4272691232685248e-05 -0.00030967590536136387 0.0012091261127327951 -0.00049035058347205829 0.00084706492587040207 0.00057942855486569419
leaf_weight=48 1840 52 51 175 57 143 61 50 52 60 314 50 51 65 47 72 52 98 46 48 47 66 64 49 64
leaf_count=48 1840 52 51 175 57 143 61 50 52 60 314 50 51 65 47 72 52 98 46 48 47 66 64 49 64
internal_value=0 -0.000256395 -0.000126086 -0.000503799 6.96111e-05 5.60142e-05 0.000154788 -0.000206942 4.95659e-05 4.15384e-05 0.00011494 0.000199308 7.00696e-05 2.04745e-05 3.50205e-05 2.41437e-05 -0.000217204 7.97555e-06 -0.000276227 5.51275e-05 0.000366989 0.000653146 2.89993e-05 4.70284e-05 0.000320619
internal_weight=0 1228 1176 384 333 792 578 214 164 517 457 276 226 2494 2429 2382 268 196 144 2114 161 114 1953 1889 112
internal_count=3722 1228 1176 384 333 792 578 214 164 517 457 276 226 2494 2429 2382 268 196 144 2114 161 114 1953 1889 112
is_linear=0
shrinkage=0.0995203


Tree=6931
num_leaves=26
num_cat=0
split_feature=8 2 2 1 3 3 2 5 4 3 3 9 9 3 18 18 2 4 3 1 27 8 18 9 3
split_gain=0.00618539 0.0155697 0.0458477 0.0726102 0.00254715 0.0213631 0.00206355 0.00203452 0.00249142 0.00149515 0.0016586 0.00145079 0.00285142 0.00240127 0.00253235 0.00144984 0.00117837 0.00107539 0.00202427 0.00133419 0.000949139 0.0010717 0.000724616 0.00238462 0.00104735
threshold=-0.088520000000000001 -0.080555000000000002 -0.082594999999999988 -0.080689999999999998 0.08400500000000001 0.083595000000000017 -0.079284999999999994 -0.077634999999999996 0.094025000000000011 0.084505000000000011 0.084895000000000012 0.092465000000000033 0.091690000000000021 0.14530500000000005 -0.080814999999999984 -0.015979999999999998 -0.076524999999999996 0.11198000000000002 0.12212000000000002 0.0013500000000000003 0.085775000000000032 -0.099434999999999996 -0.015069999999999998 0.084715000000000026 0.090435000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 -4 5 7 -3 -2 -9 -6 -11 12 15 14 -13 -12 -8 20 -19 -20 21 -18 -1 -24 -25
right_child=4 6 3 -5 9 -7 16 8 -10 10 11 13 -14 -15 -16 -17 17 18 19 -21 -22 -23 23 24 -26
leaf_value=0.00020808957422799871 -0.00021197366430681958 0.00065384016944518286 7.6711363796192584e-05 -0.0049998140293940566 0.00052090850796102941 -0.0021846231834903376 -0.00044342560169312344 0.00081008039834292811 -0.00010234908820174318 -0.00047400330386092023 0.00016315984582578164 0.00015682053073075631 0.00071366807440454718 0.0006122059023833769 -0.00021781278517755194 -3.1795882714186193e-05 0.00014981505829055457 -0.00053504095334825079 0.00055644467618154469 -0.00011862785000598804 -8.3541157600547743e-05 0.00074293099404878083 -0.0005827607013908899 0.00040048335807510151 -0.00018772472570765709
leaf_weight=68 88 53 55 56 62 48 53 68 50 64 760 255 71 49 584 740 91 71 46 75 67 49 81 62 56
leaf_count=68 88 53 55 56 62 48 53 68 50 64 760 255 71 49 584 740 91 71 46 75 67 49 81 62 56
internal_value=0 -0.000293754 -0.000776953 -0.00247704 7.58067e-06 -0.000292781 6.63057e-05 0.000144064 0.00041652 3.74106e-05 2.52047e-05 3.85304e-05 9.62081e-05 -6.25879e-05 -0.000102974 6.64359e-05 -7.75562e-07 5.59709e-05 -0.000110878 0.000131246 0.000214684 0.000363253 -6.71068e-05 -0.000165258 0.000114396
internal_weight=0 883 378 111 2839 254 505 206 118 2585 2523 2459 1571 888 839 1500 452 399 192 121 207 140 267 199 118
internal_count=3722 883 378 111 2839 254 505 206 118 2585 2523 2459 1571 888 839 1500 452 399 192 121 207 140 267 199 118
is_linear=0
shrinkage=0.0995203


Tree=6932
num_leaves=21
num_cat=0
split_feature=22 3 3 26 1 17 2 3 8 2 36 21 18 17 17 3 3 3 2 2
split_gain=0.0183319 0.00809127 0.0107467 0.0157936 0.0341349 0.00232317 0.00163534 0.00575395 0.00728435 0.00317803 0.0017862 0.00230805 0.00173937 0.00156092 0.00130528 0.00118769 0.00119067 0.00166938 0.00132921 0.0012763
threshold=0.13264000000000004 0.086130000000000026 0.084895000000000012 0.085635000000000031 -0.073104999999999989 -0.56005499999999986 -0.086304999999999993 0.083595000000000017 -0.08595499999999999 -0.087444999999999995 0.088355000000000031 0.083050000000000027 0.084900000000000017 -0.011174999999999999 -0.14813999999999997 0.086375000000000021 0.086965000000000028 0.087385000000000032 -0.082234999999999989 0.096520000000000022
decision_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 -3 9 10 12 13 11 -8 -9 14 -1 -7 18 -18 -17 -19
right_child=-2 5 3 -5 -6 15 7 8 -10 -11 -12 -13 -14 -15 -16 16 17 19 -20 -21
leaf_value=0.00026858540092937369 0.0020586298499371582 -0.00050325461149051227 0.0032125436679741903 -0.00011418047686267982 2.3311517112965107e-05 -0.00046366702620424636 -0.00060897384089214418 -0.00024185469039345224 0.0015588357687511989 -0.00079727460546199331 0.0002807215348390829 0.00025264708880579897 0.00060288917107171344 0.00045594008126239715 -0.00040828699646375456 0.00071132385405747549 -0.00045329939030858374 5.4893709669822349e-05 0 -0.00014628133697395113
leaf_weight=48 47 88 67 83 67 50 84 48 63 47 90 47 47 79 66 52 74 2185 48 363
leaf_count=48 47 88 67 83 67 50 84 48 63 47 90 47 47 79 66 52 74 2185 48 363
internal_value=0 7.97682e-05 0.000352122 0.000955417 0.00162404 0 0.000139306 0.000268437 0.000727427 -6.12037e-05 -5.60054e-05 -0.000293594 0.000167454 0.000113805 -0.000116107 1.61384e-05 2.52526e-05 1.20752e-05 0.000362577 2.59121e-05
internal_weight=0 3696 836 217 134 2860 619 379 158 240 221 131 95 193 114 2772 2722 2622 100 2548
internal_count=3743 3696 836 217 134 2860 619 379 158 240 221 131 95 193 114 2772 2722 2622 100 2548
is_linear=0
shrinkage=0.0995203


Tree=6933
num_leaves=30
num_cat=0
split_feature=10 3 0 3 9 0 6 8 19 4 26 26 2 2 6 8 3 18 3 18 2 1 26 6 26 26 1 29 6
split_gain=0.0169918 0.00659802 0.00882518 0.0133201 0.0482505 0.00727281 0.00532462 0.00274902 0.0015661 0.00164924 0.00264484 0.00225156 0.00144286 0.00458662 0.00786914 0.00515911 0.00468891 0.00589591 0.0034608 0.00312544 0.00205599 0.00411667 0.0100527 0.00275144 0.00123446 0.00244142 0.00414069 0.00188654 0.00202587
threshold=0.096215000000000023 0.086130000000000026 -0.087614999999999985 0.084895000000000012 0.084915000000000032 -0.085794999999999996 0.085955000000000018 -0.085289999999999991 0.083475000000000021 0.08544000000000003 0.078560000000000019 0.084165000000000031 -0.083589999999999984 -0.086304999999999993 -0.01146 -0.082014999999999991 0.088055000000000022 -0.085834999999999995 0.08895500000000002 -0.060544999999999995 -0.079954999999999984 -0.083284999999999984 0.10812000000000002 -0.094839999999999994 -0.054024999999999997 -0.23202999999999999 -0.013105 -0.0094649999999999995 -0.095814999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -4 7 -7 9 10 -1 -12 13 16 -15 -16 17 -3 -18 -20 21 -14 23 -23 25 -22 -27 -26 -29
right_child=-2 12 3 4 -6 6 -8 -9 -10 -11 11 -13 20 14 15 -17 18 -19 19 -21 24 22 -24 -25 27 26 -28 28 -30
leaf_value=-0.00091550479699161597 0.0019173474383159912 -0.00010251394783035306 0.0010625531193577281 0.0036017879785083238 -0.00013980033113003155 -0.00027043016524946081 -0.00069941270919153271 0.00052330723950942627 0.00039205299469310094 0.00023176436135731183 0.00044753965923340137 -0.00038405907818993599 -0.00043517904230895891 -0.0015478558845797164 0.00042370881203526137 -0.0008098894349108654 -0.0009256276847014604 0.0013621605851189735 -0.00036466547340728784 0.00019810587402905588 -0.00041796245923400132 0.00083927334769351436 0.0016521389719036628 4.9146603973478469e-05 -0.00049729843317052806 -0.00027686269076621398 0.00069535666335551142 0.00022789508170422979 -8.3430425120163904e-05
leaf_weight=56 50 54 85 58 82 61 76 140 55 67 48 96 80 55 74 61 47 53 161 248 50 51 51 324 88 65 125 259 1023
leaf_count=56 50 54 85 58 82 61 76 140 55 67 48 96 80 55 74 61 47 53 161 248 50 51 51 324 88 65 125 259 1023
internal_value=0 6.95014e-05 0.000317723 0.000578785 0.00140444 0.000257209 7.12684e-06 0.000278349 -8.67319e-05 -0.000188424 -0.00033328 -0.000101175 -1.50446e-06 -0.000120088 -0.000543058 -0.000127631 2.12009e-05 0.000615329 -0.000116415 -2.14236e-05 4.03078e-05 0.000215395 0.00033949 0.000158787 -1.42112e-05 0.000193284 0.000358447 -5.11582e-05 -1.98954e-05
internal_weight=0 3693 824 502 140 362 277 201 322 267 200 144 2869 753 190 135 563 107 456 409 2116 506 426 375 1610 240 190 1370 1282
internal_count=3743 3693 824 502 140 362 277 201 322 267 200 144 2869 753 190 135 563 107 456 409 2116 506 426 375 1610 240 190 1370 1282
is_linear=0
shrinkage=0.0995203


Tree=6934
num_leaves=25
num_cat=0
split_feature=10 1 1 6 6 9 9 26 26 1 8 1 8 2 1 26 4 1 4 4 2 2 2 8
split_gain=0.0137774 0.00250959 0.00972752 0.0210888 0.0055316 0.00281692 0.011441 0.00307867 0.00356297 0.0028568 0.00756459 0.00158691 0.00315819 0.00276626 0.00166514 0.00217607 0.00192466 0.0034792 0.00270453 0.00162897 0.00155028 0.00340653 0.00296989 0.00104099
threshold=0.096215000000000023 -0.077429999999999985 -0.080500000000000002 0.089165000000000022 0.092405000000000029 0.085280000000000022 0.084795000000000023 0.089880000000000029 0.08896500000000003 -0.083284999999999984 -0.074504999999999988 -0.067015000000000005 -0.070134999999999989 -0.076254999999999989 -0.053299999999999993 0.096155000000000018 0.13707500000000003 0.51334500000000016 0.13240000000000005 0.12205500000000002 -0.086304999999999993 -0.084804999999999992 -0.087444999999999995 0.096835000000000018
decision_type=2 2 2 2 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 -5 6 20 8 23 10 -9 12 13 -3 15 -13 18 -18 19 -16 22 -22 -1 -7
right_child=-2 11 3 4 -6 7 -8 9 -10 -11 -12 14 -14 -15 16 -17 17 -19 -20 -21 21 -23 -24 -25
leaf_value=8.121490590774396e-05 0.0017265326440449424 0.00034306429597074484 0.0025944634181890194 -0.00056205606574655622 0.00081593549517856379 -5.5961409605162751e-05 0.0015048279577301021 0.0003094137979052785 -0.0010975204659818532 0.00063522716939988359 -0.0011093308610682993 -1.7351438318104506e-05 -0.00096249812970151645 -0.00051208497385575005 2.9398013671614031e-05 0.00088730659329201559 -0.00077293556174705652 0.0002439318400272773 0.00075425624806466258 -0.00049319338917098283 0.00096154345979959882 6.4891340304218249e-05 -0.00080287626430969262 -0.00057355504083788983
leaf_weight=139 50 83 50 56 59 220 62 145 47 86 50 52 49 68 1803 50 81 55 50 61 50 278 51 48
leaf_count=139 50 83 50 56 59 220 62 145 47 86 50 52 49 68 1803 50 81 55 50 61 50 278 51 48
internal_value=0 6.25405e-05 0.000171192 0.000887202 0.000137795 7.00347e-05 0.000226544 -8.08999e-05 -0.000295438 0.000156683 -5.0169e-05 2.44753e-07 -0.000267549 -3.66147e-05 2.55131e-05 0.000418083 5.58102e-06 -0.000355683 3.16785e-05 1.18569e-05 7.19648e-05 0.000204072 -0.000151785 -0.000151719
internal_weight=0 3693 1341 165 115 1176 580 596 315 281 195 2352 200 151 2152 102 2050 136 1914 1864 518 328 190 268
internal_count=3743 3693 1341 165 115 1176 580 596 315 281 195 2352 200 151 2152 102 2050 136 1914 1864 518 328 190 268
is_linear=0
shrinkage=0.0995203


Tree=6935
num_leaves=20
num_cat=0
split_feature=22 3 3 0 3 17 3 0 0 17 4 18 17 0 4 4 0 4 4
split_gain=0.0151636 0.00472396 0.00691078 0.0235766 0.00623665 0.00164218 0.00117342 0.00113138 0.00540233 0.0028636 0.00399566 0.00156949 0.00200582 0.00138959 0.00125917 0.00111487 0.00139272 0.00108881 0.00175866
threshold=0.13264000000000004 0.086130000000000026 0.084895000000000012 -0.083694999999999992 0.085355000000000028 -0.56005499999999986 0.086375000000000021 -0.087614999999999985 -0.085794999999999996 -0.0020399999999999997 0.10373000000000003 -0.010395 -0.0088649999999999996 -0.095649999999999999 0.10198500000000002 0.13312000000000004 -0.066264999999999991 0.11860000000000002 0.11509500000000002
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 -4 -3 -7 11 -9 14 -11 -1 -13 -14 -10 17 -17 18 -8
right_child=-2 5 3 -5 -6 6 15 8 9 10 -12 12 13 -15 -16 16 -18 -19 -20
leaf_value=-0.00043298387343545261 0.0018534055750879469 -0.00043018095933355916 -0.001005906530309095 0.0020387662019099324 0.00042112133495568184 -0.00047088568347891657 3.0920349276292203e-05 0.00089276178055923948 0.0004197457970446233 -0.0011024311389719957 0.00010800947874657612 0.00063642005196524456 0.00015535784652304782 -0.00054110960426959434 -0.00013784281413022686 -0.00056408011873424597 3.0280936692629241e-05 0.00037774463676973016 -0.00057073314515187785
leaf_weight=81 47 88 47 85 85 50 2434 86 122 47 61 49 69 47 57 72 80 87 49
leaf_count=81 47 88 47 85 85 50 2434 86 122 47 61 49 69 47 57 72 80 87 49
internal_value=0 5.37564e-05 0.000261885 0.000745681 -8.07855e-05 -6.79496e-06 6.35055e-06 9.09599e-05 0.000200814 -3.67647e-06 -0.000411177 -7.22803e-05 9.98311e-05 -0.000119775 0.000237616 1.54176e-05 -0.000245873 3.11899e-05 1.87175e-05
internal_weight=0 3696 836 217 132 2860 2772 619 373 287 108 246 165 116 179 2722 152 2570 2483
internal_count=3743 3696 836 217 132 2860 2772 619 373 287 108 246 165 116 179 2722 152 2570 2483
is_linear=0
shrinkage=0.0995203


Tree=6936
num_leaves=14
num_cat=0
split_feature=1 19 22 4 4 1 2 2 2 4 1 17 1
split_gain=0.00563522 0.00555875 0.00232629 0.00159531 0.00462882 0.00243299 0.00218255 0.00194753 0.012675 0.00164253 0.00101769 0.000979602 0.000715767
threshold=0.62916000000000016 0.14023500000000003 0.13160500000000006 0.10423500000000002 0.10619500000000003 -0.50597999999999999 -0.017704999999999995 -0.086169999999999983 -0.086440000000000003 0.11474000000000002 0.10637500000000003 -0.12118 -0.063809999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 11 12 8 -7 -8 -9 -1 -6
right_child=-2 -3 -4 4 6 7 9 10 -10 -11 -12 -13 -14
leaf_value=-0.00019378318912104733 -0.0010973078125756789 -0.0010861592182564799 -0.00067964746782421287 0.0010901787288523127 -0.00051494597831465037 -4.6947576805782753e-05 -9.6796477332859233e-05 5.6040814901781097e-06 -0.0016740922550698653 0.00036945269534374746 0.00024901431497314201 -0.00081835851142962081 -7.9905337676715787e-05
leaf_weight=56 50 49 52 47 54 695 109 1980 51 223 187 52 143
leaf_count=56 50 49 52 47 54 695 109 1980 51 223 187 52 143
internal_value=0 -3.29227e-05 -1.85551e-05 -8.77046e-06 0.000142717 -3.79248e-05 5.699e-05 -2.04349e-05 -0.000159284 0.000213911 2.69868e-05 -0.000502085 -0.000203311
internal_weight=0 3698 3649 3597 576 3021 529 2913 746 332 2167 108 197
internal_count=3748 3698 3649 3597 576 3021 529 2913 746 332 2167 108 197
is_linear=0
shrinkage=0.0995203


Tree=6937
num_leaves=10
num_cat=0
split_feature=1 19 10 10 1 5 9 9 21
split_gain=0.00456784 0.00450626 0.00300018 0.00307958 0.00229804 0.00346987 0.00204119 0.0052303 0.00273346
threshold=0.62916000000000016 0.14023500000000003 0.091080000000000022 0.086275000000000018 -0.50597999999999999 0.26760500000000004 0.084565000000000015 0.085665000000000033 -0.091104999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 -6
right_child=-2 -3 -4 -5 6 -7 7 -9 -10
leaf_value=-4.4619600986210891e-05 -0.00098810355054354581 -0.00097806445827096204 -0.00062345269231649225 0.00065499915465299481 -0.00060074255265827182 -0.0011217701809858741 -0.00046999549084795393 0 0.0001343725687970629
leaf_weight=88 50 49 79 69 52 46 268 1877 1170
leaf_count=88 50 49 79 69 52 46 268 1877 1170
internal_value=0 -2.97344e-05 -1.67755e-05 -3.12112e-06 -1.63256e-05 -0.000420497 0 -5.87263e-05 0.000102421
internal_weight=0 3698 3649 3570 3501 134 3367 2145 1222
internal_count=3748 3698 3649 3570 3501 134 3367 2145 1222
is_linear=0
shrinkage=0.0995203


Tree=6938
num_leaves=10
num_cat=0
split_feature=1 19 10 10 3 3 21 3 21
split_gain=0.00370268 0.00365314 0.00244043 0.003315 0.00193595 0.00303095 0.00232194 0.00211591 0.00297197
threshold=0.62916000000000016 0.14023500000000003 0.090150000000000022 0.086275000000000018 0.11404500000000002 0.11578500000000001 0.092470000000000011 0.11252000000000002 0.11987500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 8 -1
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-1.839271738654802e-05 -0.00088976723587559723 -0.00088072731667440543 -0.00052992816787257526 0.00073745066978260195 0.000839626651742197 0.00027510250130840868 -0.00013631527576349076 -0.00063422836610624658 -0.00063807802627348245
leaf_weight=2764 50 49 89 59 57 278 263 60 79
leaf_count=2764 50 49 89 59 57 278 263 60 79
internal_value=0 -2.68415e-05 -1.51509e-05 -2.05153e-06 -1.47477e-05 0.00014797 7.3584e-05 -4.85486e-05 -3.59002e-05
internal_weight=0 3698 3649 3560 3501 598 541 2903 2843
internal_count=3748 3698 3649 3560 3501 598 541 2903 2843
is_linear=0
shrinkage=0.0995203


Tree=6939
num_leaves=10
num_cat=0
split_feature=30 19 30 3 10 10 2 2 7
split_gain=0.00361409 0.00296771 0.00250785 0.0030623 0.00160016 0.00242898 0.00130152 0.0106442 0.000919686
threshold=0.12577500000000003 0.14023500000000003 0.092515000000000028 0.12992500000000004 0.091080000000000022 0.086275000000000018 -0.086169999999999983 -0.086440000000000003 -0.10984999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 7 -1 -8
right_child=-2 -3 3 -5 -6 -7 8 -9 -10
leaf_value=-4.4139121051054433e-05 -0.00089326784694895942 -0.00079307716918419399 1.0419248976392866e-05 0.0010391551883734739 -0.00047756551146086162 0.00055729743031227908 -0.00043258893009818741 -0.0015191308925461811 1.155332069938152e-05
leaf_weight=735 48 49 73 49 77 71 47 52 2547
leaf_count=735 48 49 73 49 77 71 47 52 2547
internal_value=0 -2.34401e-05 -1.28866e-05 0.00043031 -2.84402e-05 -1.81849e-05 -3.0512e-05 -0.000142638 3.19043e-06
internal_weight=0 3700 3651 122 3529 3452 3381 787 2594
internal_count=3748 3700 3651 122 3529 3452 3381 787 2594
is_linear=0
shrinkage=0.0995203


Tree=6940
num_leaves=29
num_cat=0
split_feature=3 18 18 17 3 26 9 26 26 10 3 17 6 6 2 9 26 0 9 26 5 26 26 9 5 17 20 3
split_gain=0.00427199 0.00816927 0.0158449 0.00408645 0.0149207 0.00628662 0.00394293 0.0074249 0.00321831 0.00252524 0.00250092 0.00387612 0.00365222 0.00355623 0.00321494 0.00305683 0.00552853 0.00360667 0.00305467 0.00282318 0.00202218 0.00160126 0.00592718 0.00705918 0.00395561 0.00144248 0.00117676 0.000771248
threshold=0.085965000000000028 -0.099739999999999995 -0.14907499999999999 0.052150000000000009 0.087925000000000017 0.11746500000000003 0.097510000000000027 0.098495000000000013 0.095150000000000026 0.091080000000000022 0.084065000000000015 -0.0038549999999999999 0.085120000000000015 0.087455000000000019 -0.085209999999999994 0.084055000000000032 0.087045000000000025 -0.087965000000000002 0.084755000000000011 0.08494500000000002 0.6362850000000001 0.11377500000000003 0.12086000000000002 0.11296000000000002 -0.068984999999999991 -0.55380499999999999 0.14849500000000004 0.079570000000000016
decision_type=2 2 2 2 2 2 2 2 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 6 7 8 -6 20 15 12 14 -14 -12 16 19 -17 -13 27 21 25 24 -24 -23 -2 -27 -3
right_child=3 10 -4 4 5 -7 -8 -9 -10 -11 11 18 13 -15 -16 17 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29
leaf_value=0.00016535101362042201 -0.000359098603040739 -0.00017878072354880845 -0.0023920918355324473 0.0015128834416613466 -0.0001046263602603176 0.000875958480921291 0.00060163345877894286 -0.0012907915672835093 0.0006915398894195852 -0.00067272261348128319 0.00054703639308175669 0.00080408737293232921 -0.0015045610190901537 -0.00043067025569193087 -0.00062248734301661827 1.158703711334098e-06 -0.00093520081826679792 0.0011983406283641361 -0.00027577307472308876 0.00084200550829791553 0.00066290493813294304 -0.0015298618737863334 0.00063909324579943189 -0.00070798639855780847 -0.00021531485824730304 6.3429730832373655e-05 -0.00042009443153310085 0.00025981722771926784
leaf_weight=49 90 119 46 84 378 90 86 49 58 55 47 48 51 84 46 56 59 47 55 46 46 46 101 62 48 1692 51 59
leaf_count=49 90 119 46 84 378 90 86 49 58 55 47 48 51 84 46 56 59 47 55 46 46 46 101 62 48 1692 51 59
internal_value=0 -0.000196457 -0.00106437 6.14275e-05 0.000262805 0.000102706 -1.77393e-05 -0.000129254 0 -6.67256e-06 -8.0319e-05 -0.000281639 -0.000511629 -0.000842427 -2.26353e-05 9.01951e-05 -7.62249e-05 0.000555394 0.000219515 0.000146369 1.00944e-05 -3.88204e-06 -0.000236865 0.000121685 -0.000867313 2.83372e-05 4.88122e-05 -2.88037e-05
internal_weight=0 812 95 2936 745 661 571 485 436 2191 717 331 228 135 93 386 283 103 103 224 2136 2090 257 163 94 1833 1743 178
internal_count=3748 812 95 2936 745 661 571 485 436 2191 717 331 228 135 93 386 283 103 103 224 2136 2090 257 163 94 1833 1743 178
is_linear=0
shrinkage=0.0995203


Tree=6941
num_leaves=28
num_cat=0
split_feature=3 1 1 17 17 1 5 3 3 1 5 1 4 8 3 3 17 2 2 3 19 22 22 19 17 2 3
split_gain=0.00345943 0.00679393 0.0187005 0.00331947 0.0135183 0.0135222 0.00239156 0.00752151 0.00659756 0.00393708 0.00158116 0.00365489 0.00148497 0.00274383 0.00344155 0.00479129 0.0024843 0.0100832 0.00874795 0.00232535 0.00144675 0.00131921 0.00150303 0.0012445 0.00173435 0.00112589 0.00110607
threshold=0.085965000000000028 -0.092954999999999996 -0.12118 0.052150000000000009 0.070205000000000017 -0.076329999999999995 -0.025879999999999997 0.089655000000000026 0.09049500000000002 -0.068094999999999989 -0.49053999999999998 0.063010000000000024 0.13630500000000004 -0.08569499999999998 0.084145000000000011 0.083255000000000023 -0.0088649999999999996 -0.086050000000000001 -0.086050000000000001 0.085035000000000013 -0.07525999999999998 0.11884500000000002 0.086140000000000008 0.11219500000000003 -0.56655999999999984 -0.017704999999999995 0.092300000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 20 5 -5 7 -6 -8 -10 -9 -12 13 14 15 -3 18 -18 -15 -16 -2 22 23 24 -22 -1 -24
right_child=3 12 -4 4 6 -7 8 10 9 -11 11 -13 -14 16 19 -17 17 -19 -20 -21 21 -23 26 -25 -26 -27 -28
leaf_value=0.00012202192914779722 -0.00044190097668618116 4.996236936571156e-05 -0.0024490900657567036 0.0022260023860147964 -0.001181013646619477 -8.4614147667293635e-06 0.0012408446160964194 0.00054771499841911977 0.00047557471910367774 -0.00056648806374770837 0.00017866540350964925 -0.00061859265187117905 0.00049005585855946428 0.00011132187904663835 -0.00051526898278623384 0.0012701213646402751 -0.0010944088672240732 0.00065352825604144641 -0.0014498091421583947 0.00024068325957273052 -0.00059547964693485811 -0.00043223144563990501 0.00073909637088011835 0.00049196464424010929 4.1245547080356447e-06 -0.00046413750867030037 0.00010022956178051256
leaf_weight=78 73 89 46 62 53 46 58 61 76 68 247 74 51 78 89 51 52 88 64 72 49 65 48 50 1837 54 69
leaf_count=78 73 89 46 62 53 46 58 61 76 68 247 74 51 78 89 51 52 88 64 72 49 65 48 50 1837 54 69
internal_value=0 -0.000176805 -0.000720247 5.52588e-05 0.00023676 0.00126671 6.08522e-05 -6.89886e-05 0.000344512 -1.08256e-05 8.31548e-05 -2.576e-06 -2.29385e-05 -6.92187e-05 0.000137913 0.000500296 -0.000293209 0 -0.000586522 -0.000172119 -6.08287e-06 8.55175e-06 2.29061e-05 1.5478e-06 -1.10197e-05 -0.000111569 0.000369326
internal_weight=0 812 178 2936 745 108 637 435 202 144 382 321 634 583 301 140 282 140 142 161 2191 2118 2053 1936 1886 132 117
internal_count=3748 812 178 2936 745 108 637 435 202 144 382 321 634 583 301 140 282 140 142 161 2191 2118 2053 1936 1886 132 117
is_linear=0
shrinkage=0.0995203


Tree=6942
num_leaves=25
num_cat=0
split_feature=19 18 3 3 17 3 20 9 9 9 18 20 8 20 9 17 8 5 3 3 8 18 6 5
split_gain=0.00285 0.00347666 0.0136849 0.00226349 0.00177077 0.00375069 0.00188428 0.00164695 0.0175568 0.00282943 0.00499097 0.00155828 0.00418859 0.00641342 0.00245862 0.00260774 0.0021446 0.00205069 0.00136039 0.00577039 0.0025166 0.00542559 0.00266724 0.00143131
threshold=0.14061500000000002 -0.092584999999999987 0.081685000000000021 0.084795000000000023 -0.015464999999999998 0.086895000000000014 0.0033350000000000007 0.088285000000000016 0.088610000000000008 0.08735500000000003 -0.0065549999999999992 -0.012970000000000001 -0.010374999999999999 -0.064180000000000001 0.089935000000000029 -0.036600000000000001 -0.083294999999999994 -0.065999999999999989 0.085965000000000028 0.086535000000000015 -0.08569499999999998 -0.015440000000000001 0.087575000000000028 -0.0038499999999999997
decision_type=2 2 2 2 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 -7 9 -9 18 -11 12 13 -10 16 -16 -13 -14 20 -20 22 -22 -3 -21
right_child=-2 7 3 4 -6 6 -8 8 11 10 -12 14 17 -15 15 -17 -18 -19 19 23 21 -23 -24 -25
leaf_value=-0.0018174023654303853 0.00075080917394839298 -4.6454110764916173e-05 0.00057597950167488112 -0.0010036416713942113 0.00040337033373579763 -2.0144756059455835e-05 -0.00064759291979278935 0.0016800780243315309 -0.00011346675110373247 -0.0010384683818690009 7.372790420884958e-05 0.00015844552602028896 0.00077950782951253172 -0.001383098679639021 -0.00023600848360059304 0.00017051540430577434 0.0010741900513383826 -3.4984806886873773e-05 0.00093028203730050193 -5.1598950136848894e-05 -0.0010625495133830887 -5.4501233208952507e-05 0.00072218103934452527 0.0002257785509555603
leaf_weight=49 50 252 47 52 52 367 55 68 211 72 87 62 58 49 224 512 46 61 74 728 73 199 54 246
leaf_count=49 50 252 47 52 52 367 55 68 211 72 87 62 58 49 224 512 46 61 74 728 73 199 54 246
internal_value=0 -5.51623e-06 -0.000220298 -8.22929e-05 -0.000142668 -0.000204298 -0.000103861 3.76488e-05 0.00012338 -2.38978e-05 -0.00042476 3.61568e-05 -0.000130487 -0.000355892 0.000111959 4.56785e-05 0.000556065 0.000355116 1.47974e-05 8.2842e-05 -0.000107161 -0.000328053 8.65122e-05 1.76169e-05
internal_weight=0 3698 622 573 526 474 422 3076 1291 1785 159 1223 379 260 844 736 108 119 1626 1048 578 272 306 974
internal_count=3748 3698 622 573 526 474 422 3076 1291 1785 159 1223 379 260 844 736 108 119 1626 1048 578 272 306 974
is_linear=0
shrinkage=0.0995203


Tree=6943
num_leaves=22
num_cat=0
split_feature=2 2 3 4 3 0 2 2 17 17 26 0 3 17 0 6 23 3 5 17 17
split_gain=0.00272551 0.0102704 0.01189 0.00230751 0.00221374 0.00184586 0.00177362 0.00236157 0.00185537 0.00877172 0.00862379 0.00174259 0.00274115 0.00168857 0.00141698 0.00137314 0.0010377 0.00130065 0.00101005 0.00226388 0.000903117
threshold=-0.096314999999999998 -0.104295 0.089985000000000023 0.11670500000000002 0.11360500000000003 -0.080884999999999999 -0.089054999999999995 -0.087614999999999985 0.052150000000000009 0.070205000000000017 0.090455000000000021 -0.057604999999999996 0.11978500000000002 0.043850000000000007 -0.14401 0.084050000000000027 -0.063684999999999992 0.08400500000000001 0.063170000000000018 -0.56005499999999986 -0.086174999999999988
decision_type=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 14 20 15 13 10 -10 12 -11 16 -1 -8 -9 -18 -7 -20 -2
right_child=6 2 -4 -5 -6 18 7 8 9 11 -12 -13 -14 -15 -16 -17 17 -19 19 -21 -22
leaf_value=3.6627301560051697e-05 0.00066053864234957892 -0.0022587040496764442 -0.00016581248637501014 0.00066227149498918471 -0.00068777335076431324 -0.00011779441084377896 -6.68685423657958e-05 -0.0004118118826007916 -8.644991265083827e-05 1.3995458864122455e-06 0.0016215107899739986 -0.00046492268999339797 0.00068021562024747628 -0.00060241012264260988 -0.00057861750145552101 -0.00084847779576263714 0.00025351405806969422 -6.9886887626727485e-06 -0.00010507723633097569 0.00073728955710552124 7.7261922996752817e-05
leaf_weight=81 67 47 65 49 49 51 47 57 47 509 74 64 67 46 65 47 210 1929 51 77 49
leaf_count=81 67 47 65 49 49 51 47 57 47 509 74 64 67 46 65 47 210 1929 51 77 49
internal_value=0 -0.000203855 -0.00105139 1.86162e-05 -6.35242e-05 2.80746e-05 3.87228e-05 2.41321e-05 3.97589e-05 0.000174061 0.000951323 2.58309e-05 8.17803e-05 -5.4621e-06 -0.000231676 -0.000466382 6.66951e-06 1.82039e-05 0.000244512 0.000395264 0.000421212
internal_weight=0 535 112 423 374 325 3213 3097 3003 761 121 640 576 2242 146 94 2196 2139 179 128 116
internal_count=3748 535 112 423 374 325 3213 3097 3003 761 121 640 576 2242 146 94 2196 2139 179 128 116
is_linear=0
shrinkage=0.0995203


Tree=6944
num_leaves=21
num_cat=0
split_feature=3 9 9 8 0 21 5 9 9 0 1 3 9 9 6 3 3 6 6 0
split_gain=0.00559447 0.0172625 0.0420377 0.00237311 0.00665047 0.00208759 0.0018966 0.00133519 0.00247698 0.00210424 0.00556893 0.00330808 0.00131536 0.00162854 0.00227967 0.00412363 0.00192337 0.00115198 0.00130523 0.000706857
threshold=0.084955000000000017 0.08488500000000003 0.086070000000000021 0.10068500000000002 -0.014889999999999999 1.0000000180025095e-35 0.63223000000000018 0.11408000000000003 0.10892000000000003 -0.082494999999999999 -0.083899999999999988 0.08666500000000002 0.084485000000000018 0.08401500000000002 0.087575000000000028 0.083595000000000017 0.080495000000000025 -0.067359999999999989 0.11596500000000003 -0.093765000000000001
decision_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 -3 6 5 -5 7 8 9 10 -2 -11 13 14 15 16 -1 -9 -19 -4
right_child=3 2 19 4 -6 -7 -8 17 -10 11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=-7.6242486570179147e-05 0.00072353900879013966 0.0034261400440675897 0.00031607699496693153 0.00045971623927884683 0.0013770403141713883 -0.00030291341549601799 -0.00060867874321105192 0.00068826492085226473 -0.00068599831339112712 -0.00071155736205252883 1.680384308665717e-05 -5.5768384004026702e-05 -0.00038615517493182028 0.00058699533176048214 0.00066193388127630331 -0.00077994755377523229 0.00053438756503607608 -0.00018461660400192052 0.00050387240650705994 -0.00020446160901130142
leaf_weight=165 121 56 48 61 47 85 52 48 54 82 1298 1155 64 58 47 66 73 65 46 55
leaf_count=165 121 56 48 61 47 85 52 48 54 82 1298 1155 64 58 47 66 73 65 46 55
internal_value=0 0.000334156 0.00123139 9.09324e-06 0.000347233 1.01125e-05 -1.29685e-05 -1.88605e-06 -1.86142e-05 -4.73718e-06 7.7645e-05 -9.99021e-05 3.08199e-05 9.80694e-05 1.49459e-05 -8.2389e-05 0.000107612 0.000278081 9.33283e-05 3.01717e-05
internal_weight=0 632 159 3114 193 146 2921 2869 2710 2656 1419 1237 473 409 351 304 238 159 111 103
internal_count=3746 632 159 3114 193 146 2921 2869 2710 2656 1419 1237 473 409 351 304 238 159 111 103
is_linear=0
shrinkage=0.0995203


Tree=6945
num_leaves=23
num_cat=0
split_feature=3 17 9 18 6 17 2 5 2 17 3 3 2 3 0 0 0 6 18 5 0 11
split_gain=0.00453622 0.0258416 0.054334 0.00370802 0.00980564 0.00227685 0.00157566 0.00579661 0.00531727 0.00172859 0.00710759 0.00307302 0.00151185 0.0025583 0.00136897 0.00226171 0.00239702 0.00234072 0.00217219 0.00310346 0.0022319 0.00130447
threshold=0.084955000000000017 0.006145000000000002 0.083955000000000016 0.14994000000000005 0.090845000000000023 -0.55754499999999996 -0.087359999999999993 0.26473000000000008 -0.086304999999999993 -0.11741999999999998 0.088605000000000017 0.087745000000000031 -0.089054999999999995 0.088055000000000022 0.019150000000000004 -0.086474999999999996 -0.084759999999999988 0.085120000000000015 -0.019539999999999998 -0.011764999999999999 -0.093765000000000001 -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 14 -3 5 -5 -2 7 12 -8 10 -10 -11 13 -7 15 18 -17 21 -1 20 -20 -18
right_child=3 2 -4 4 -6 6 8 -9 9 11 -12 -13 -14 -15 -16 16 17 -19 19 -21 -22 -23
leaf_value=-0.00071087689645778056 0.00047493088925899661 -6.1096651635404828e-05 0.0042551631332580523 -0.00026387929354010115 0.0012608315265210733 0.00062178542216544163 0.00077814763163081924 -0.00095394803600651649 0.0013087659736961551 -0.00034528297084672824 4.0464640128550853e-06 -9.4207068520019365e-06 -0.00048422971387579054 -8.3309718656032604e-05 -0.00042433733370997323 0.00086474992257988266 4.6272785241970912e-06 -0.00047607878349279734 0.00011503277829075715 0.00057376069585288896 -0.00071787320098647773 0.00074804782481208208
leaf_weight=53 90 74 47 86 80 62 84 83 47 328 355 1553 64 282 68 55 51 48 65 64 60 47
leaf_count=53 90 74 47 86 80 62 84 83 47 328 355 1553 64 282 68 55 51 48 65 64 60 47
internal_value=0 0.000300901 0.0016087 8.16213e-06 0.00046599 -1.73402e-05 -3.31285e-05 -0.000195376 1.81583e-07 -2.80841e-05 0.000158625 -6.8422e-05 -3.90523e-05 4.13917e-05 -7.17228e-06 5.50142e-05 0.000303096 8.59073e-05 -0.000147655 5.95461e-06 -0.000278213 0.000369519
internal_weight=0 632 121 3114 166 2948 2858 491 2367 2283 402 1881 408 344 511 443 201 146 242 189 125 98
internal_count=3746 632 121 3114 166 2948 2858 491 2367 2283 402 1881 408 344 511 443 201 146 242 189 125 98
is_linear=0
shrinkage=0.0995203


Tree=6946
num_leaves=28
num_cat=0
split_feature=17 1 17 5 21 21 1 17 26 2 5 0 9 18 9 1 18 1 1 1 17 3 3 9 0 21 26
split_gain=0.00379236 0.0276328 0.074382 0.0045901 0.00200635 0.00500713 0.00382961 0.00257178 0.00239369 0.00322136 0.00208528 0.0017578 0.00650776 0.00607966 0.00593476 0.00886082 0.00466403 0.00155647 0.00342361 0.00160175 0.00190666 0.00243183 0.00322154 0.00232474 0.00716319 0.00122096 0.00163831
threshold=0.0065250000000000013 -0.081594999999999987 0.077740000000000017 -0.015214999999999999 -0.0086749999999999987 -0.032929999999999994 0.40780000000000011 0.0021900000000000005 -0.22491999999999998 -0.096664999999999987 -0.072874999999999981 -0.06340999999999998 0.09697500000000002 -0.060544999999999995 0.11351500000000002 0.50462500000000021 -0.14343999999999998 -0.076894999999999991 -0.078509999999999983 -0.072579999999999992 0.25342000000000009 0.092735000000000026 0.095630000000000021 0.097680000000000031 -0.083995 -0.091869999999999993 0.084645000000000012
decision_type=2 2 2 2 2 2 2 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 10 8 9 -6 -1 14 16 -14 15 -10 -13 18 -3 -19 23 -22 -23 24 -21 -12 -27
right_child=1 17 3 -5 7 -7 -8 -9 11 -11 25 12 13 -15 -16 -17 -18 19 -20 20 21 22 -24 -25 -26 26 -28
leaf_value=0.00079413050780468316 0.0047360760805120116 8.2058189138295662e-05 -0.00035625283792001526 0.00079108797972932338 0.00011030789970250679 0.00096343637467466805 -0.00072187161343727658 -0.00068278890561852812 -5.8191829751167324e-05 -0.00097999720772558524 0.00046188636347085351 0.00075586538729601545 -4.8318279281328025e-05 0.0012261497611478461 -0.00090219274238282818 0.001216534699074452 -0.00022218738996987125 0.00057782212532025415 -0.0010297030440728225 -7.1956736314564266e-05 -0.00029632474384625276 0.00099372085835235536 0.00012482966582885008 0.00033871350902139706 -0.0014158999598527643 -0.00042516580247477112 0.00025879330348260385
leaf_weight=47 47 65 77 62 47 70 55 61 1509 59 52 57 61 90 78 56 311 49 46 225 91 53 225 67 48 74 64
leaf_count=47 47 65 77 62 47 70 55 61 1509 59 52 57 61 90 78 56 311 49 46 225 91 53 225 67 48 74 64
internal_value=0 0.000211981 0.00131297 0.000149621 -1.03875e-05 0.00020718 2.30815e-05 -4.45558e-05 -2.7029e-05 -0.000488837 0.000199415 -4.00849e-06 0.000155244 0.000705877 -5.48123e-05 -1.20555e-05 -6.84709e-05 -2.27312e-05 -0.000371297 2.72321e-05 -9.66533e-06 0.000145768 0.000293426 -0.000180764 -0.000311253 4.79927e-05 -0.000102035
internal_weight=0 1055 186 139 2691 362 292 2329 2268 106 237 2162 519 151 1643 1565 368 869 111 758 709 369 278 340 273 190 138
internal_count=3746 1055 186 139 2691 362 292 2329 2268 106 237 2162 519 151 1643 1565 368 869 111 758 709 369 278 340 273 190 138
is_linear=0
shrinkage=0.0995203


Tree=6947
num_leaves=20
num_cat=0
split_feature=3 17 17 18 17 1 1 1 18 1 18 26 17 6 17 9 2 18 4
split_gain=0.00370182 0.0197154 0.0457293 0.00348126 0.00178866 0.00167565 0.00303031 0.00326656 0.00245144 0.00203827 0.00187562 0.00153042 0.00411137 0.00387883 0.00309622 0.00219091 0.00323218 0.00133342 0.00087631
threshold=0.084955000000000017 0.006145000000000002 0.11180000000000002 0.26473000000000008 -0.55754499999999996 -0.080085000000000003 -0.078509999999999983 -0.076894999999999991 -0.13579499999999997 -0.0084199999999999987 -0.095799999999999982 0.088435000000000027 -0.011809999999999999 0.085465000000000027 -0.068169999999999994 0.083955000000000016 -0.017704999999999995 -0.09053499999999999 0.13240000000000005
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 -2 8 -7 -8 -6 -9 -10 12 14 18 15 16 -1 -12 -14
right_child=3 2 -4 -5 5 6 7 9 10 -11 17 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.00066088372796842319 0.00042284572184962503 0.0036013945492247264 -0.00028814113750844951 0.00069615340996466782 -0.00077298905548315818 0.00064703414268559804 -0.00065018697420246281 0.00014184808344973429 0.00044724030061458342 -6.1212372073680645e-05 -0.0005598358463743692 0.00042119591735976608 -0.00033817020941156718 -0.0011858609383988683 0.00079311151540695875 -0.00050872641766415774 -0.00031523195766945222 -9.8381457306524658e-05 0.00019229543453768309
leaf_weight=73 90 53 68 70 59 73 75 807 56 1240 71 72 86 50 62 61 61 573 46
leaf_count=73 90 53 68 70 59 73 75 807 56 1240 71 72 86 50 62 61 61 573 46
internal_value=0 0.000266478 0.00140878 2.03081e-06 -1.36624e-05 -2.72386e-05 1.65006e-05 -4.8049e-06 -0.00015481 1.84413e-05 -0.000101536 -2.40589e-06 -7.37452e-05 -0.000436979 0.000180301 -1.03434e-05 0.000210423 -0.000150527 -0.000147109
internal_weight=0 632 121 3114 3044 2954 2195 2122 759 2047 700 511 439 182 257 195 134 644 132
internal_count=3746 632 121 3114 3044 2954 2195 2122 759 2047 700 511 439 182 257 195 134 644 132
is_linear=0
shrinkage=0.0995203


Tree=6948
num_leaves=15
num_cat=0
split_feature=27 18 0 26 26 10 10 26 1 18 26 9 26 1
split_gain=0.0216424 0.00242085 0.00356558 0.00356235 0.00327768 0.00248918 0.00263552 0.00241087 0.00159036 0.00177547 0.00134056 0.00308713 0.00208355 0.000290101
threshold=0.11470500000000003 -0.12363 0.048265000000000009 -0.063069999999999987 0.084355000000000027 0.090150000000000022 0.086275000000000018 0.093835000000000016 -0.50597999999999999 0.086510000000000017 0.15583500000000003 0.11351500000000002 0.11991000000000003 0.056790000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 -6 9 -3 12 -12 -10 -9
right_child=-2 5 -4 4 7 -7 -8 13 10 -11 11 -13 -14 -15
leaf_value=0.00065905417566365437 0.0018124866030586289 -0.00084756658696146989 0.00098814092798314409 -0.00059201864541973343 0.00071057083243815703 -0.00061772453660671831 0.00068286095740006253 -0.00030098497442177755 -2.7326763550569657e-05 -1.282359614882636e-05 0.00083599555585101384 -0.00022969008626907015 -0.00046944386753193089 3.9505165948310129e-05
leaf_weight=82 65 51 52 86 54 74 50 46 2870 54 55 51 110 46
leaf_count=82 65 51 52 86 54 74 50 46 2870 54 55 51 110 46
internal_value=0 -1.93566e-05 0.000223152 9.38586e-05 -0.00010238 -4.63783e-05 -3.30804e-05 0.00018043 -4.45551e-05 -0.000426067 -3.1309e-05 0.000315537 -4.39212e-05 -0.000121842
internal_weight=0 3681 366 314 232 3315 3241 146 3191 105 3086 106 2980 92
internal_count=3746 3681 366 314 232 3315 3241 146 3191 105 3086 106 2980 92
is_linear=0
shrinkage=0.0995203


Tree=6949
num_leaves=11
num_cat=0
split_feature=27 19 18 7 10 8 4 18 8 6
split_gain=0.0175497 0.00266842 0.0014741 0.00125852 0.00149683 0.00209376 0.00282687 0.00214092 0.000925039 0.000714346
threshold=0.11470500000000003 -0.10411999999999999 0.22074500000000005 0.081125000000000017 0.090150000000000022 0.0044850000000000011 0.10300500000000003 0.14994000000000005 -0.071594999999999992 -0.007045
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3 -5 -4
right_child=-2 2 9 8 -6 6 -8 -9 -10 -11
leaf_value=0.00061897894290843239 0.001632107405100013 -3.7144637871527559e-05 -0.00010942427477812083 -0.00069525815004947754 -0.00046987524828567834 0.00010350107926985859 0.00086485536612158453 0.00062549675659161956 -7.8961915129147881e-05 -0.00067803254334464246
leaf_weight=64 65 2929 46 46 68 313 58 49 58 50
leaf_count=64 65 2929 46 46 68 313 58 49 58 50
internal_value=0 -1.74524e-05 -2.89399e-05 -1.82059e-05 -7.58094e-06 1.56132e-06 0.000224733 -2.59666e-05 -0.000359426 -0.000414102
internal_weight=0 3681 3617 3521 3417 3349 371 2978 104 96
internal_count=3746 3681 3617 3521 3417 3349 371 2978 104 96
is_linear=0
shrinkage=0.0995203


Tree=6950
num_leaves=15
num_cat=0
split_feature=22 18 8 6 17 3 10 2 18 7 18 1 3 2
split_gain=0.0168804 0.0016408 0.00234858 0.00317739 0.00292077 0.00238006 0.00164606 0.00183433 0.00351766 0.0015863 0.00143621 0.00119945 0.00104069 0.00221393
threshold=0.13264000000000004 -0.11166 -0.07106999999999998 -0.063485 -0.467555 0.087170000000000011 0.090150000000000022 -0.24151999999999998 -0.099739999999999995 0.07988000000000002 0.09679500000000002 -0.016029999999999999 0.098000000000000018 -0.072419999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -5 7 -3 -9 10 -10 -6 -7 -14
right_child=-2 6 3 5 11 12 -8 8 9 -11 -12 -13 13 -15
leaf_value=-0.00079885702986594428 0.0018642538193618914 0.00054710239103830985 0.000970776465572122 0.00075703684195856601 -0.00017771517750624907 -0.00040572483988484911 -0.00050913840438559783 -0.00076782607650129639 2.2429478786937643e-05 -0.00045937180065018041 -0.00015510964130825513 0.00052545878888924345 -0.00027170470185523663 0.00059784311417889022
leaf_weight=47 48 54 62 50 48 50 72 64 2458 80 552 46 60 55
leaf_count=47 48 54 62 50 48 50 72 64 2458 80 552 46 60 55
internal_value=0 -1.40306e-05 0.000171313 0.000340552 -0.000155358 0.000155005 -3.79002e-05 -2.70686e-05 -3.71586e-05 -2.17601e-05 -9.85722e-06 0.000157683 -2.24676e-05 0.000137048
internal_weight=0 3698 418 277 141 215 3280 3208 3154 3090 3010 94 165 115
internal_count=3746 3698 418 277 141 215 3280 3208 3154 3090 3010 94 165 115
is_linear=0
shrinkage=0.0995203


Tree=6951
num_leaves=9
num_cat=0
split_feature=10 10 2 19 22 9 9 0
split_gain=0.0166683 0.00247181 0.00211675 0.00137525 0.00121389 0.00127271 0.0038727 0.00251162
threshold=0.091870000000000021 0.087870000000000018 -0.241895 -0.10411999999999999 0.13160500000000006 0.11891000000000003 0.11408000000000003 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -7
right_child=-2 -3 3 4 -6 7 -8 -9
leaf_value=0.00061297453022219998 0.0014980444766818735 -0.00072294414082630374 0.00043604355965916179 -2.0023076989478924e-05 -0.00052668199598231884 0.00055799888008897628 -0.00082751969981089963 -0.0002835506033152918
leaf_weight=53 73 49 64 3247 48 99 60 53
leaf_count=53 73 49 64 3247 48 99 60 53
internal_value=0 -2.05776e-05 -1.08551e-05 -2.0343e-05 -2.89052e-05 -2.17609e-05 -3.49213e-05 0.000259178
internal_weight=0 3673 3624 3571 3507 3459 3307 152
internal_count=3746 3673 3624 3571 3507 3459 3307 152
is_linear=0
shrinkage=0.0995203


Tree=6952
num_leaves=11
num_cat=0
split_feature=22 11 27 3 10 3 2 2 9 26
split_gain=0.00409147 0.0040654 0.00325091 0.00178984 0.00214834 0.00168953 0.00212962 0.00331155 0.00168084 0.00380761
threshold=0.13264000000000004 0.092640000000000014 0.11129500000000002 0.11125500000000002 0.08821500000000003 0.11308000000000003 -0.096314999999999998 -0.08126499999999999 0.11408000000000003 0.11624000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -5 -7 -8 9 -1
right_child=-2 -3 -4 5 -6 6 7 -9 -10 -11
leaf_value=-2.2464406646755321e-05 -0.00098604837562381569 -0.00096084793985158764 -0.00069089633274289376 0.00061817518185548694 -0.0006794843702513547 -0.00041378478725380993 0.00095331179420565055 7.086036885753422e-05 0.0003960005663840205 -0.00052063647192221126
leaf_weight=2544 46 47 72 63 53 77 46 544 85 162
leaf_count=2544 46 47 72 63 53 77 46 544 85 162
internal_value=0 -4.06402e-05 -2.85534e-05 -1.49811e-05 -5.08663e-05 0.000123702 7.57706e-05 0.000141049 -3.86358e-05 -5.2591e-05
internal_weight=0 3693 3646 3574 2844 730 667 590 2791 2706
internal_count=3739 3693 3646 3574 2844 730 667 590 2791 2706
is_linear=0
shrinkage=0.0995203


Tree=6953
num_leaves=14
num_cat=0
split_feature=11 27 21 6 6 9 0 18 18 0 0 10 4
split_gain=0.00320894 0.0030827 0.00232134 0.00196364 0.00264361 0.00263722 0.005258 0.00434948 0.00579275 0.00372213 0.00324943 0.00210673 0.00137731
threshold=0.092640000000000014 0.11266000000000002 0.16638500000000003 0.087670000000000012 0.087235000000000021 0.097365000000000021 -0.072274999999999992 0.11362500000000002 0.13474500000000003 -0.063914999999999986 -0.071799999999999989 0.090150000000000022 0.10495500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 7 -7 10 -9 -8 -5 12 -1
right_child=-2 -3 -4 5 -6 6 9 8 -10 -11 -12 -13 -14
leaf_value=-4.0921664388068836e-06 -0.00086522411791716653 -0.00070601225262713644 -0.00072692316910471957 -0.00018776229269004457 0.00072200209552355685 0.0010499836939577955 -0.00072985440487657871 -0.0016097957882975861 -9.6559489244903401e-05 0.00033721027106885904 0.00048751300620999418 -0.00055000458900265079 0.00018581886682822766
leaf_weight=1932 47 67 46 697 54 53 57 48 55 74 78 63 468
leaf_count=1932 47 67 46 697 54 53 57 48 55 74 78 63 468
internal_value=0 -3.6676e-05 -2.4079e-05 -1.48168e-05 3.28075e-05 -0.00012846 0.000211962 -0.000200733 -0.000809705 -0.000120836 -0.000118743 1.73648e-05 3.25994e-05
internal_weight=0 3692 3625 3579 2517 1062 184 878 103 131 775 2463 2400
internal_count=3739 3692 3625 3579 2517 1062 184 878 103 131 775 2463 2400
is_linear=0
shrinkage=0.0995203


Tree=6954
num_leaves=13
num_cat=0
split_feature=27 21 1 6 6 18 5 26 12 1 1 7
split_gain=0.00215031 0.0018253 0.00168268 0.00428779 0.00455606 0.00261356 0.00587109 0.00269249 0.00250626 0.00219936 0.00221364 0.000986905
threshold=0.11129500000000002 0.16638500000000003 -0.07002499999999999 0.11816500000000002 0.10877500000000002 0.11362500000000002 -0.061665000000000005 0.12043500000000003 0.090015000000000026 -0.06551499999999999 -0.052259999999999994 -0.10984999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 9 -4 -11 -12
right_child=-2 -3 8 -5 -6 6 -8 -9 -10 10 11 -13
leaf_value=-8.6191393220521955e-05 -0.00054110044438929715 -0.00065457956919508383 0.00068578453929455687 -0.00094282718068050065 0.0008355287739548634 -0.0011908448112029023 4.6211936995810716e-05 0.00064392804254031371 -0.00066717126695613822 -0.00047684100045779741 -0.00033467080972587811 7.0249458978194045e-05
leaf_weight=1208 84 46 53 58 53 67 85 52 49 80 61 1843
leaf_count=1208 84 46 53 58 53 67 85 52 49 80 61 1843
internal_value=0 -3.0988e-05 -2.28129e-05 -0.000102479 -6.86507e-05 -0.000103169 -0.000493684 -5.54098e-05 3.49595e-05 5.22511e-05 3.49144e-05 5.68467e-05
internal_weight=0 3655 3609 1523 1465 1412 152 1260 2086 2037 1984 1904
internal_count=3739 3655 3609 1523 1465 1412 152 1260 2086 2037 1984 1904
is_linear=0
shrinkage=0.0995203


Tree=6955
num_leaves=18
num_cat=0
split_feature=22 28 1 20 4 1 2 4 21 3 1 2 8 3 17 8 17
split_gain=0.00285222 0.00151219 0.00149126 0.00197683 0.00217011 0.0035307 0.00238928 0.0023809 0.00303019 0.00155458 0.00243109 0.00193132 0.00637397 0.00153535 0.00232697 0.0017036 0.00112436
threshold=0.13264000000000004 0.10217500000000003 -0.048734999999999994 -0.24910499999999999 0.13528000000000004 0.51334500000000016 0.13398000000000002 0.12498500000000003 0.13557500000000003 0.084065000000000015 -0.054974999999999996 -0.085804999999999992 -0.085764999999999994 0.087495000000000031 -0.011514999999999999 -0.074844999999999981 -0.0094900000000000002
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 7 6 -6 8 -5 11 13 12 -1 14 -11 -15 -13
right_child=-2 -3 3 4 5 -7 -8 -9 -10 10 -12 16 -14 15 -16 -17 -18
leaf_value=-0.00032374005658296475 -0.00081792878495467417 -0.0005962316999712033 0.00061572222494701465 5.2015252747519585e-05 -0.0012316027313288634 0.00019647102002796546 -0.00020336469867957498 0.0005946988808790347 -0.00072660218583446557 -1.0702001345629925e-05 -0.00080530602408208072 -0.00048266243855391461 0.0010808866306941274 8.7189545006544365e-05 -0.00048597313178287108 -0.00017353336740466937 0.00016414650318410947
leaf_weight=60 46 46 57 1605 47 71 47 77 51 197 51 54 67 526 220 467 50
leaf_count=60 46 46 57 1605 47 71 47 77 51 197 51 54 67 526 220 467 50
internal_value=0 -2.85337e-05 -2.11488e-05 3.77605e-05 1.9972e-05 -0.000324206 -0.000726193 5.32138e-05 2.75417e-05 -8.96986e-05 -0.000127932 0.000148571 0.000410838 -0.000102851 -0.000263408 -3.4602e-05 -0.000163825
internal_weight=0 3693 3647 1955 1898 165 94 1733 1656 1692 1461 231 127 1410 417 993 104
internal_count=3739 3693 3647 1955 1898 165 94 1733 1656 1692 1461 231 127 1410 417 993 104
is_linear=0
shrinkage=0.0995203


Tree=6956
num_leaves=17
num_cat=0
split_feature=21 18 18 18 8 19 5 5 0 5 8 8 8 21 0 23
split_gain=0.0169501 0.00319188 0.00180117 0.00319611 0.00248193 0.0054785 0.00202009 0.00493199 0.00702214 0.00348923 0.00270624 0.00297748 0.00234435 0.00162834 0.00145478 0.00142475
threshold=-0.10962999999999999 0.26473000000000008 -0.12363 -0.14624999999999996 -0.07594999999999999 -0.099114999999999995 -0.0098949999999999993 -0.012464999999999999 -0.084665000000000004 -0.0083599999999999994 -0.083504999999999982 -0.084855 -0.081534999999999982 0.11729000000000002 -0.23099 -0.017849999999999998
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 14 -9 -8 11 -11 -12 -7 -4 -16
right_child=1 -3 6 -5 5 13 9 8 -10 10 12 -13 -14 -15 15 -17
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leaf_weight=76 70 68 90 48 46 100 74 65 49 285 102 46 691 93 102 1744
leaf_count=76 70 68 90 48 46 100 74 65 49 285 102 46 691 93 102 1744
internal_value=0 2.71472e-05 1.41737e-05 0.000226445 0.000106107 0.000260852 -8.90575e-06 5.08186e-05 0.000687089 -0.000111789 -6.74109e-05 0.000170385 -0.0001677 2.39012e-05 1.29294e-05 3.23867e-05
internal_weight=0 3673 3605 357 309 239 3248 2050 114 1198 1124 331 793 193 1936 1846
internal_count=3749 3673 3605 357 309 239 3248 2050 114 1198 1124 331 793 193 1936 1846
is_linear=0
shrinkage=0.0995203


Tree=6957
num_leaves=9
num_cat=0
split_feature=20 18 28 18 0 22 21 1
split_gain=0.0283451 0.00265086 0.00155085 0.00159129 0.00169868 0.00128636 0.00170101 0.00133368
threshold=-0.41270499999999993 0.26473000000000008 0.10337500000000002 0.15374500000000005 -0.06340999999999998 0.13160500000000006 0.13276500000000005 0.41379000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=-0.0024058053064845092 5.1214386446265628e-05 0.00063513476327335791 -0.00055716341278129716 3.1423300970668236e-05 -0.00079450623163648956 -0.0004411446724673357 0.00049712207454354724 -0.00017268568753261976
leaf_weight=48 3068 70 46 47 48 55 80 287
leaf_count=48 3068 70 46 47 48 55 80 287
internal_value=0 2.8215e-05 1.6289e-05 2.38755e-05 -0.000377272 3.50295e-05 4.28922e-05 3.18171e-05
internal_weight=0 3701 3631 3585 95 3490 3435 3355
internal_count=3749 3701 3631 3585 95 3490 3435 3355
is_linear=0
shrinkage=0.0995203


Tree=6958
num_leaves=15
num_cat=0
split_feature=21 18 11 18 18 5 5 0 8 8 8 5 8 9
split_gain=0.0124269 0.00210847 0.00162293 0.00134758 0.00278837 0.00211115 0.00375989 0.00587931 0.0028768 0.00577093 0.00356175 0.00207009 0.00291523 0.00139362
threshold=-0.10962999999999999 0.26090000000000008 -0.37931999999999999 -0.12363 -0.14624999999999996 -0.0098949999999999993 -0.012464999999999999 -0.084665000000000004 -0.086844999999999992 -0.084554999999999991 -0.089594999999999994 0.066815000000000027 -0.074204999999999993 0.08938500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 11 6 13 -8 10 -10 -7 -4 -13 -5
right_child=1 -3 3 5 -6 8 7 -9 9 -11 -12 12 -14 -15
leaf_value=-0.0012622728183202612 -0.00050066050399411282 0.00053553213124225645 0.00062950770980479986 -3.6760899661373367e-05 0.00092074864850341307 -7.3888162597792619e-05 0 0.0014560478284924617 -0.0010528492405605927 -0.00011597933316722206 0.00069107856365744095 -0.00071900780182160447 0.00013595990528896787 0.00013970481176809593
leaf_weight=76 60 78 58 1180 47 178 65 48 71 841 90 49 202 706
leaf_count=76 60 78 58 1180 47 178 65 48 71 841 90 49 202 706
internal_value=0 2.33859e-05 1.20462e-05 2.098e-05 0.000204601 1.59805e-07 6.2727e-05 0.000620686 -0.000105139 -0.000189813 0.000179949 9.30225e-05 -2.76848e-05 2.88627e-05
internal_weight=0 3673 3595 3535 356 3179 1999 113 1180 912 268 309 251 1886
internal_count=3749 3673 3595 3535 356 3179 1999 113 1180 912 268 309 251 1886
is_linear=0
shrinkage=0.0995203


Tree=6959
num_leaves=24
num_cat=0
split_feature=6 26 1 1 11 26 26 0 0 1 6 6 9 0 2 0 1 2 18 21 17 2 9
split_gain=0.0234914 0.00188594 0.0100308 0.0423905 0.00258921 0.00250539 0.00346633 0.00488797 0.00237724 0.0022125 0.00237816 0.00277835 0.00298492 0.00220609 0.00463466 0.00325315 0.00176785 0.00191851 0.00163578 0.00403412 0.0023685 0.0011033 0.000550545
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decision_type=2 2 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 -1 16 7 -7 -3 -4 11 12 -11 14 -8 -15 17 22 19 -18 -20 -10 -6
right_child=-2 2 9 -5 5 6 13 -9 21 10 -12 -13 -14 15 -16 -17 18 -19 20 -21 -22 -23 -24
leaf_value=-0.00071883245883721657 -0.0020827349041953143 -0.00058865129513594003 -0.0006787646063561993 0.0031897591812360734 0.00023622566951601238 8.1982147770329761e-05 -0.0011432711979833285 -0.0012315331214412747 0.00051040358004360211 -5.2061941387029902e-05 -0.00049533253894429459 0.0007143110822791244 0.00066458998325301041 0.00051798823779731725 -7.649881968014548e-05 -8.671197633268205e-05 0.00071815874394443036 -0.00077029730570306353 -0.00012053356536580686 -0.00024777512583717802 0.00014933629719732333 -0.00013126999959026247 -0.00021429240766678392
leaf_weight=51 53 55 47 53 47 48 52 64 58 566 78 63 64 116 189 362 120 49 482 65 959 46 62
leaf_count=51 53 55 47 53 47 48 52 64 58 566 78 63 64 116 189 362 120 49 482 65 959 46 62
internal_value=0 2.74275e-05 0.000141883 0.000752018 -1.6485e-05 -2.47415e-06 -0.000145503 -0.000661289 -5.54141e-05 -1.5244e-05 2.41424e-05 8.37927e-05 1.94414e-05 -6.40197e-05 -0.000310071 5.83228e-05 6.36909e-05 -0.00025271 9.49394e-05 0.000374352 5.84994e-05 0.000218715 -1.2522e-05
internal_weight=0 3696 1030 212 2666 2615 831 112 159 818 771 693 630 719 241 478 1784 158 1626 185 1441 104 109
internal_count=3749 3696 1030 212 2666 2615 831 112 159 818 771 693 630 719 241 478 1784 158 1626 185 1441 104 109
is_linear=0
shrinkage=0.0995203


Tree=6960
num_leaves=30
num_cat=0
split_feature=8 8 0 9 9 0 26 26 26 8 9 6 26 17 9 26 0 20 26 8 7 20 20 0 26 26 9 20 6
split_gain=0.0038187 0.0101193 0.0118091 0.00467608 0.0313376 0.0767742 0.00199594 0.00246086 0.00327775 0.00160366 0.00278925 0.00197825 0.0013776 0.00240159 0.00201954 0.0013274 0.00278549 0.00193975 0.00169568 0.00167577 0.00124223 0.000849643 0.00148473 0.00147845 0.00114839 0.00131573 0.000535241 0.000379169 0.000260964
threshold=-0.090274999999999994 -0.092299999999999993 -0.085605000000000001 0.085525000000000032 0.084795000000000023 -0.084474999999999995 0.091195000000000012 0.087435000000000027 0.085505000000000012 -0.088144999999999987 0.086315000000000017 0.084985000000000019 0.087045000000000025 -0.0064000000000000003 0.087295000000000025 -0.025024999999999999 -0.100285 -0.083330000000000001 -0.076124999999999998 -0.00076499999999999995 0.077685000000000018 -0.054159999999999993 -0.084474999999999995 -0.11524 1.0000000180025095e-35 0.084685000000000024 0.089935000000000029 -0.011044999999999999 -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 2 2 2 2 2 2
left_child=1 12 -3 4 6 27 7 8 20 -5 11 -11 21 -14 -15 18 -17 -18 19 -12 -2 22 -1 -23 28 -26 -16 -6 -25
right_child=3 2 -4 9 5 -7 -8 -9 -10 10 15 -13 13 14 26 16 17 -19 -20 -21 -22 23 -24 24 25 -27 -28 -29 -30
leaf_value=2.0945978421638939e-05 3.9458083626369373e-05 -0.00015767806041871549 -0.0021506545928381463 0.0005326482177091937 0.00017157217454654165 0.0049148251413782922 0.00063436515678553292 -0.00058353376073015195 0.00079708655716406989 -0.00010276335915168573 0.00032356433038734718 -0.0010276408709328636 0.00024572879442652838 -0.00085092614431901388 0.00010735750921347337 0.0007754963102105469 0.00047321690886598778 -2.1040931202034033e-05 -0.00070779951241441901 -0.00025796313823543509 -0.00049162127570990285 -0.00033996178487162207 0.00073740458083408915 9.9027724832861781e-05 0.00078672301269580103 1.8917951291573738e-05 -0.00032247682725054734 -0.00023030406788620165 -0.00021074324835235997
leaf_weight=71 821 72 51 51 46 47 55 63 56 50 70 46 84 63 47 49 84 1216 53 160 46 83 51 48 47 46 66 46 56
leaf_count=71 821 72 51 51 46 47 55 63 56 50 70 46 84 63 47 49 84 1216 53 160 46 83 51 48 47 46 66 46 56
internal_value=0 -0.000161692 -0.00099069 8.5036e-05 0.000238694 0.00164241 5.04753e-05 1.70751e-05 5.89571e-05 -1.64243e-05 -3.31033e-05 -0.000554461 -6.42657e-06 -0.000186101 -0.000396853 -1.93355e-06 3.86685e-05 1.0266e-05 -0.000198367 -7.74172e-05 1.03366e-05 0.000107744 0.000327159 9.21823e-06 0.00016049 0.000415751 -0.000136452 -2.04679e-05 -5.99006e-05
internal_weight=0 785 123 2959 1180 139 1041 986 923 1779 1728 96 662 260 176 1632 1349 1300 283 230 867 402 122 280 197 93 113 92 104
internal_count=3744 785 123 2959 1180 139 1041 986 923 1779 1728 96 662 260 176 1632 1349 1300 283 230 867 402 122 280 197 93 113 92 104
is_linear=0
shrinkage=0.0995203


Tree=6961
num_leaves=24
num_cat=0
split_feature=18 17 0 0 4 17 18 21 21 2 17 18 26 9 26 0 18 18 18 18 1 21 1
split_gain=0.00478173 0.0236044 0.00395498 0.0144216 0.00317304 0.00469862 0.00394496 0.00282931 0.00254152 0.00550645 0.00377295 0.00213061 0.00195713 0.00592399 0.00153809 0.00394754 0.00219588 0.00213002 0.0254396 0.00714251 0.00122662 0.00286244 0.00105769
threshold=-0.085709999999999995 0.0036400000000000009 -0.081674999999999984 -0.082794999999999994 0.085990000000000025 -0.12647999999999998 -0.092084999999999986 -0.11228 0.10940500000000002 -0.072419999999999998 -0.46159 -0.13579499999999997 0.15222000000000005 0.11351500000000002 0.11991000000000003 -0.067839999999999998 0.26473000000000008 0.089365000000000014 0.086800000000000016 0.090795000000000028 -0.018369999999999997 0.086155000000000023 -0.047889999999999995
decision_type=2 2 2 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 5 8 -7 -2 10 -10 -4 -6 14 -14 16 -16 17 18 -9 -19 22 -22 -1
right_child=7 -3 4 -5 11 6 -8 12 9 -11 -12 -13 13 -15 15 -17 -18 19 -20 -21 21 -23 -24
leaf_value=0 0.00073170737640758756 0.001818963720907838 -0.00035411254468741292 0.0019527696949077156 -0.00013011851267208214 -0.0015075358408761571 -0.00019518793957204491 -1.3350009081513854e-05 -0.00077290287668943189 0.00048775034679098613 0.00070474899291731081 0.00068203077089431391 0.0010516242711893413 -0.00038363222755660487 -0.0010653864717595591 8.3816339711841501e-05 -0.00062329945043079586 0.0011682239900325706 -0.001961030929521134 1.6769780009680968e-05 -0.00051666944520113831 0.00032932964590258516 0.00064573123265339045
leaf_weight=49 47 84 56 47 55 47 47 1803 98 52 80 72 59 54 52 66 64 59 69 575 84 74 51
leaf_count=49 47 84 56 47 55 47 47 1803 98 52 80 72 59 54 52 66 64 59 69 575 84 74 51
internal_value=0 0.000230448 6.51101e-05 0.000348908 -0.000104002 -0.000249154 -0.000860071 -3.30176e-05 -4.55008e-05 -0.000330419 0.000262728 0.000323867 -4.61418e-05 0.000358505 -6.34572e-05 -0.000415675 -4.69668e-05 -3.19213e-05 -8.55769e-05 0.000125215 5.35582e-05 -0.000115261 0.000328478
internal_weight=0 896 812 305 507 380 94 2848 286 150 136 127 2801 113 2688 118 2570 2506 1872 634 258 158 100
internal_count=3744 896 812 305 507 380 94 2848 286 150 136 127 2801 113 2688 118 2570 2506 1872 634 258 158 100
is_linear=0
shrinkage=0.0995203


Tree=6962
num_leaves=30
num_cat=0
split_feature=18 17 3 3 3 0 0 3 3 20 0 18 1 8 8 8 9 4 21 3 3 8 17 0 20 3 8 17 3
split_gain=0.00387654 0.0191392 0.00806827 0.00750678 0.00301242 0.00489328 0.0200379 0.0040245 0.00324784 0.00328622 0.00209712 0.00288367 0.0025769 0.0019855 0.00535837 0.00353808 0.0025995 0.00956754 0.00629568 0.00246755 0.00347868 0.00172481 0.00160484 0.00191369 0.00504608 0.00264478 0.00212456 0.000867714 0.000370158
threshold=-0.085709999999999995 0.0036400000000000009 0.085505000000000012 0.084855000000000028 0.087745000000000031 -0.083589999999999984 -0.081534999999999982 0.088185000000000027 0.086965000000000028 -0.081374999999999989 -0.087394999999999987 -0.010395 -0.085574999999999998 -0.064125000000000001 -0.050299999999999997 -0.068099999999999994 0.11296000000000002 0.11706000000000001 0.086835000000000009 0.088535000000000016 0.08895500000000002 -0.013304999999999999 -0.55286000000000002 -0.088174999999999989 -0.0094199999999999996 0.087625000000000022 -0.079219999999999999 -0.12118 -0.02172
decision_type=2 2 2 2 2 2 2 2 2 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 27 5 8 -7 -6 9 -2 11 -11 -12 15 -15 19 17 -16 -18 -9 -21 28 -4 24 -24 -25 -27 -1 -8
right_child=4 -3 22 -5 7 6 21 13 -10 10 12 -13 -14 14 16 -17 18 -19 -20 20 -22 -23 23 25 -26 26 -28 -29 -30
leaf_value=0.00053421740993273958 0.0007656532187565806 0.0016379401039708958 0.00042875573083383937 0.0017919149257549533 0.00075174521381763629 -0.0022777845599853191 0.00040939135330050539 -0.00073443086232908563 -0.00062825013275086543 -0.00090731541246905653 0.00069723052316849666 -6.5026790993060951e-05 -3.106487767710247e-05 0.00087574563738922054 -1.89583831712383e-05 -0.00077940435321618745 -0.0012750545818269749 0.0013027598752888266 0.00024397578406022702 0.00079635231069154926 -3.7930388614847317e-05 -0.0004364506538421129 0.00082740624813492248 -0.00077868660664435444 -0.00042836000464587009 0.00024830553481350581 -0.00025688184595327069 -6.0366199142079581e-05 4.9716510386224454e-06
leaf_weight=46 56 84 55 46 75 53 48 47 82 51 67 204 164 86 480 66 47 61 62 52 1028 69 65 72 61 111 309 47 50
leaf_count=46 56 84 55 46 75 53 48 47 82 51 67 204 164 86 480 66 47 61 62 52 1028 69 65 72 61 111 309 47 50
internal_value=0 0.000207504 5.85197e-05 0.000749388 -2.97031e-05 -0.000187578 -0.000591453 3.63786e-05 -4.38739e-05 4.30269e-05 -3.85543e-05 -0.000236695 0.000176629 8.14054e-06 0.000137067 -7.07123e-05 3.80748e-05 0.000128558 -0.000403509 -2.8483e-05 1.48082e-06 -5.13681e-05 -8.29545e-05 -0.00012982 0.000212959 -0.000219268 -0.000121419 0.000224927 0.000211408
internal_weight=0 896 812 139 2848 844 220 2004 624 542 486 255 231 1929 736 1193 650 541 109 1127 1080 167 673 618 126 492 420 93 98
internal_count=3744 896 812 139 2848 844 220 2004 624 542 486 255 231 1929 736 1193 650 541 109 1127 1080 167 673 618 126 492 420 93 98
is_linear=0
shrinkage=0.0995203


Tree=6963
num_leaves=24
num_cat=0
split_feature=3 3 3 5 3 17 8 8 5 5 5 5 2 8 8 26 17 17 2 17 8 2 8
split_gain=0.00357368 0.0159383 0.00653909 0.0301889 0.0074363 0.00297772 0.00373808 0.00573686 0.00251136 0.00500347 0.00367603 0.0156342 0.0052871 0.0026382 0.00738113 0.00241163 0.00195171 0.00231176 0.00227553 0.0014754 0.00269099 0.00131493 0.00114849
threshold=0.083955000000000016 0.08345000000000001 0.085355000000000028 -0.091729999999999992 0.085625000000000021 -0.0073949999999999997 -0.081534999999999982 -0.086404999999999996 -0.0078499999999999976 -0.0060949999999999997 -0.021739999999999999 -0.017704999999999995 -0.083254999999999982 -0.057284999999999996 -0.049499999999999995 0.11928500000000002 0.0053950000000000014 -0.014289999999999999 -0.073884999999999992 -0.0064000000000000003 -0.090704999999999994 -0.017704999999999995 -0.080659999999999996
decision_type=2 2 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 -2 -4 6 7 -5 10 -10 13 -12 -13 15 -15 -6 17 -11 -18 20 -1 -22 -21
right_child=2 -3 4 5 8 -7 -8 -9 9 16 11 12 -14 14 -16 -17 18 -19 -20 22 21 -23 -24
leaf_value=0.0007788918403214771 -0.0028003667737629507 0.0017314756211416664 0.0012015372755082938 3.013205987842838e-05 -2.7144711885624379e-05 0.00047422637825772447 0.00041419745124466863 -0.0014305388990193369 -0.0011152431968975926 -4.4669748567464751e-05 0.0019595134610816138 -0.00040279864264432345 0.00057160849834828227 0.0013561153873504364 8.2885824598387866e-05 -0.00063969560717912763 -0.00076432322368793636 0.00054760404302561967 -2.397636720257873e-05 -0.00046182782091621678 0.00023591087712304871 -0.00043850035795473549 5.8395967438695159e-05
leaf_weight=59 46 65 53 59 878 81 52 47 46 962 53 117 104 50 482 69 78 70 92 78 68 49 86
leaf_count=59 46 65 53 59 878 81 52 47 46 962 53 117 104 50 482 69 78 70 92 78 68 49 86
internal_value=0 0.000303393 -9.47267e-06 -0.000465567 3.28222e-05 -1.2766e-05 -0.000267608 -0.000609801 1.19089e-05 -9.56743e-05 8.89668e-05 0.000423993 5.20417e-05 2.63462e-05 0.000204089 -7.26407e-05 -5.59748e-05 -3.70287e-06 -0.00036848 2.79692e-05 0.000230171 -3.95381e-05 -0.000184036
internal_weight=0 405 3339 285 3054 239 158 106 3001 1248 1753 274 221 1479 532 947 1202 1032 170 340 176 117 164
internal_count=3744 405 3339 285 3054 239 158 106 3001 1248 1753 274 221 1479 532 947 1202 1032 170 340 176 117 164
is_linear=0
shrinkage=0.0995203


Tree=6964
num_leaves=17
num_cat=0
split_feature=28 5 5 9 29 2 18 0 0 9 4 26 9 9 0 1
split_gain=0.0051759 0.00434559 0.00924962 0.0255027 0.00457236 0.00454116 0.00942545 0.0026553 0.00198397 0.00186025 0.00561073 0.0015842 0.0015701 0.00478504 0.0018008 0.000754283
threshold=0.079615000000000019 -0.090689999999999993 -0.09583499999999999 0.085850000000000024 -0.08781499999999999 -0.13088999999999998 -0.057764999999999997 -0.23058999999999999 -0.225295 0.11351500000000002 0.14566000000000004 0.15222000000000005 0.084595000000000017 0.085145000000000012 -0.085684999999999997 -0.47779999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 -7 -6 10 -10 12 14 -14 -9 -8
right_child=-2 5 3 -5 8 7 15 11 9 -11 -12 -13 13 -15 -16 -17
leaf_value=0.00088127478343637679 0.00075822661524432085 -0.0013523350194713216 0.002521218914705331 -0.00026942444280477509 -0.00049753837380104725 0.00065563261890634161 0.00033885456767572531 -0.00015320681096356222 -3.1965376483721893e-05 -0.00055471054482336387 0.0010450222029072245 0.00038456225766164291 -0.00076305410679242071 -0.00011023882947545703 0.0001518029689606654 -0.00019496897584463823
leaf_weight=56 81 86 56 76 87 48 49 352 597 54 52 67 121 1474 420 55
leaf_count=56 81 86 56 76 87 48 49 352 597 54 52 67 121 1474 420 55
internal_value=0 -4.57301e-05 0.000133378 0.000908284 1.15033e-05 -0.000111593 -0.000581159 -7.53177e-05 -4.91152e-05 5.21511e-06 5.30651e-05 -9.00688e-05 -0.00010385 -0.000160276 1.16708e-05 4.86727e-05
internal_weight=0 3650 978 132 846 2672 190 2482 790 703 649 2434 2367 1595 772 104
internal_count=3731 3650 978 132 846 2672 190 2482 790 703 649 2434 2367 1595 772 104
is_linear=0
shrinkage=0.0995203


Tree=6965
num_leaves=22
num_cat=0
split_feature=26 27 26 26 26 18 8 9 3 10 26 8 21 21 19 21 18 18 9 3 3
split_gain=0.00515601 0.0198521 0.00676881 0.00283538 0.00609913 0.0182826 0.00538468 0.00730685 0.00375301 0.00319239 0.00302848 0.00472579 0.00253305 0.00382785 0.00132914 0.00203869 0.00162497 0.00268342 0.00141924 0.0014113 0.0011567
threshold=-0.15866 1.0000000180025095e-35 -0.126245 0.084645000000000012 0.0054200000000000012 0.082540000000000016 -0.086404999999999996 0.083795000000000022 0.087385000000000032 0.08821500000000003 0.085300000000000029 -0.086304999999999993 -0.079279999999999989 -0.032929999999999994 0.082010000000000013 0.12684000000000004 0.11570500000000002 -0.0079049999999999988 0.11640000000000002 0.10119000000000002 0.10669500000000003
decision_type=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 -2 4 9 6 7 -6 -8 12 11 -5 -4 -14 15 18 17 -16 -12 -18 -1
right_child=2 -3 3 10 5 -7 8 -9 -10 -11 14 -13 13 -15 16 -17 19 -19 -20 -21 -22
leaf_value=0.00013074348832370559 -0.0010667324694394384 0.0022792254026735041 0.00058600606948271193 5.113346721431893e-05 0.00037413240829952001 0.00230190394455753 0.00011555108170728356 -0.00106255840206392 0.0013275049582785136 -0.00079129067817981411 -0.00011087756255364264 -0.0011717597410138231 -0.00087329730776061635 1.0570391389239928e-05 5.9080544178087525e-06 -0.00074905928748994054 0.00023906578607451213 0.00097546465721342973 0.00029131406668222082 -0.00051797348256785928 -0.00044997084127429681
leaf_weight=81 64 46 70 58 78 46 57 63 48 52 1566 65 51 973 73 48 46 48 91 50 57
leaf_count=81 64 46 70 58 78 46 57 63 48 52 1566 65 51 973 73 48 46 48 91 50 57
internal_value=0 0.000487969 -5.21193e-05 -3.32407e-05 7.34999e-05 0.000479701 0.000135636 -0.000261988 0.000677384 -2.92856e-05 -0.000108699 -0.000588456 6.18578e-06 -3.2651e-05 -7.75704e-05 -0.000107378 0.00015286 0.000397291 -8.82957e-05 -0.000146698 -0.000103185
internal_weight=0 184 3547 3483 1438 292 246 141 105 1146 2045 123 1094 1024 1922 1705 217 121 1657 96 138
internal_count=3731 184 3547 3483 1438 292 246 141 105 1146 2045 123 1094 1024 1922 1705 217 121 1657 96 138
is_linear=0
shrinkage=0.0995203


Tree=6966
num_leaves=19
num_cat=0
split_feature=28 5 5 9 2 10 9 29 0 17 11 1 12 6 17 1 5 1
split_gain=0.0040155 0.00326654 0.008187 0.0248531 0.0036753 0.00843962 0.00347955 0.00340759 0.00206976 0.00153097 0.00272733 0.0032586 0.0014319 0.00149972 0.00217134 0.00130103 0.00170865 0.00119936
threshold=0.079615000000000019 -0.091229999999999992 -0.09583499999999999 0.085850000000000024 -0.13088999999999998 0.077600000000000016 0.09550500000000002 -0.08781499999999999 -0.23058999999999999 0.10932500000000002 -0.076244999999999993 0.51334500000000016 -0.0071149999999999989 0.18123500000000006 -0.55157999999999996 0.18123500000000006 -0.14118999999999998 0.26753500000000008
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 -7 -1 -6 10 -9 -12 -10 14 -14 16 -11 -17
right_child=-2 4 3 -5 8 6 -8 9 12 15 11 -13 13 -15 -16 17 -18 -19
leaf_value=0.00075823112906041074 0.00066987743560604574 -0.0015443463761212195 0.0025302160120288034 -0.00033363587494314228 0.00058281299258478492 0.00031469465072612535 -0.00072387345509666292 -0.00084759435369372266 0.00045447114766255191 0.00065551825657270504 -0.00014970068749128445 0.0007194042699074668 -0.00066388492980581416 0.00040620495405124855 -8.2636939951386297e-05 -0.00048129378034887979 -1.4929786673212256e-05 0.00022354948177509985
leaf_weight=56 81 56 52 70 48 82 52 49 49 81 453 47 66 59 2270 47 66 47
leaf_count=56 81 56 52 70 48 82 52 49 49 81 453 47 66 59 2270 47 66 47
internal_value=0 -3.82335e-05 0.000118102 0.000880313 -9.4964e-05 -0.000517473 -8.22227e-05 7.21685e-06 -6.24217e-05 -4.49834e-05 -0.000137586 -6.63675e-05 -7.5429e-05 -8.66122e-05 -9.94096e-05 0.000162569 0.000348932 -0.000120163
internal_weight=0 3650 968 122 2682 190 134 846 2492 790 549 500 2444 2395 2336 241 147 94
internal_count=3731 3650 968 122 2682 190 134 846 2492 790 549 500 2444 2395 2336 241 147 94
is_linear=0
shrinkage=0.0995203


Tree=6967
num_leaves=17
num_cat=0
split_feature=26 0 26 10 26 6 26 6 26 26 1 0 6 19 21 18
split_gain=0.00422233 0.017601 0.00559908 0.00217555 0.00286104 0.00469916 0.0164635 0.00257882 0.00320549 0.00251583 0.00218825 0.00215114 0.00196037 0.00118977 0.00139613 0.00135589
threshold=-0.15866 -0.059114999999999994 -0.126245 0.08821500000000003 0.084645000000000012 -0.0088699999999999994 0.083235000000000017 -0.011749999999999998 0.083705000000000016 0.085300000000000029 -0.0098449999999999996 -0.16969499999999998 -0.06656999999999999 0.082010000000000013 0.12662500000000004 0.11570500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -2 4 5 7 11 8 -4 10 -6 -7 -1 14 -11 -15
right_child=2 -3 3 -5 9 6 -8 -9 -10 13 -12 -13 -14 15 -16 -17
leaf_value=-0.00048560144606211064 -0.00096745642527847335 0.0019755926798530493 -4.9153583198161708e-05 -0.00053430938532445481 -0.00016100194907176215 0.00076145077463947647 0.0018555427580724292 -0.0006746152398498244 0.00077342974673785293 -7.4327472763989843e-05 -0.0010297611036795579 4.675135023990848e-05 0.00029552475804137817 0.0003828603760595308 -0.00062739451629461164 -0.00012085384001194618
leaf_weight=79 64 53 761 82 72 47 62 60 50 1636 51 404 52 119 47 92
leaf_count=79 64 53 761 82 72 47 62 60 50 1636 51 404 52 119 47 92
internal_value=0 0.000444083 -4.4667e-05 -2.74757e-05 -1.5015e-05 9.48893e-05 0.000334029 -4.50187e-05 5.51194e-07 -9.08336e-05 -0.000527875 0.000123047 -0.000169287 -6.20191e-05 -9.0259e-05 0.000159352
internal_weight=0 184 3547 3483 3401 1384 513 871 811 2017 123 451 131 1894 1683 211
internal_count=3731 184 3547 3483 3401 1384 513 871 811 2017 123 451 131 1894 1683 211
is_linear=0
shrinkage=0.0995203


Tree=6968
num_leaves=20
num_cat=0
split_feature=9 9 0 10 20 0 6 9 2 20 2 0 9 18 26 26 9 0 4
split_gain=0.0039924 0.0197782 0.00483288 0.00516285 0.00290077 0.00203779 0.00715422 0.0020728 0.00197745 0.00387111 0.004527 0.00196999 0.00480339 0.00179585 0.00136822 0.00253411 0.00129039 0.00385795 0.00116792
threshold=0.085145000000000012 0.085525000000000032 0.12346000000000003 0.085585000000000022 -0.240845 -0.225295 -0.095814999999999997 0.084835000000000022 -0.058894999999999996 -0.014955 -0.046564999999999995 -0.068189999999999987 0.095415000000000014 0.12205500000000002 0.12508000000000005 0.091195000000000012 0.083795000000000022 -0.085754999999999984 0.14154500000000006
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 -1 14 11 -10 -11 13 -13 -6 15 16 18 -18 -7
right_child=1 2 3 -5 8 7 -8 -9 9 10 -12 12 -14 -15 -16 -17 17 -19 -20
leaf_value=0.00026354964155257216 0.0015326472049038964 0.00084143310772085529 6.5718646208834947e-05 -0.0013427293728202226 6.6947168432297577e-05 3.4679279908660911e-05 -0.0010811927162348088 -0.00060245042699045952 -0.001022349583294301 -0.00060175230848985117 0.00065197557457203964 0.001004476462726259 6.7931444237237461e-05 -0.00032470517141992687 -0.00054083491862574743 0.00057111097246455788 -0.00065118004677853223 8.1652360940681122e-05 -0.00038326973006353273
leaf_weight=72 91 47 50 51 1399 824 84 70 49 56 58 75 204 126 53 67 127 158 72
leaf_count=72 91 47 50 51 1399 824 84 70 49 56 58 75 204 126 53 67 127 158 72
internal_value=0 9.58402e-05 3.36331e-05 -0.000637373 6.76898e-05 -0.000113448 -0.000455295 -7.39532e-05 4.87856e-05 -0.000282078 2.89283e-05 7.91345e-05 0.000322625 3.40509e-05 -4.48883e-05 -2.31705e-05 -5.75782e-05 -0.000242036 1.80428e-07
internal_weight=0 2206 2115 101 2014 1527 156 1371 1967 163 114 1804 279 1525 1301 1248 1181 285 896
internal_count=3733 2206 2115 101 2014 1527 156 1371 1967 163 114 1804 279 1525 1301 1248 1181 285 896
is_linear=0
shrinkage=0.0995203


Tree=6969
num_leaves=20
num_cat=0
split_feature=0 21 2 6 17 4 21 21 27 6 26 26 9 26 9 9 4 0 20
split_gain=0.00328238 0.00365604 0.00671635 0.00930407 0.00356633 0.00407815 0.00253622 0.00831631 0.00200394 0.00325769 0.0018578 0.00995593 0.00183193 0.00156758 0.004708 0.00255577 0.00117548 0.000905034 0.000497853
threshold=-0.1525 0.090285000000000018 0.092170000000000016 -0.043894999999999997 -0.55380499999999999 0.10252500000000002 -0.014264999999999998 -0.032929999999999994 0.10530500000000002 0.15358000000000002 0.088545000000000026 0.08896500000000003 0.089105000000000018 0.084645000000000012 0.084485000000000018 0.08846500000000003 0.084960000000000022 -0.063914999999999986 -0.0064400000000000004
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 5 -2 7 13 9 10 12 -12 -8 14 -6 -15 -1 -10 -3
right_child=4 18 3 -5 6 -7 8 -9 17 -11 11 -13 -14 15 -16 -17 -18 -19 -20
leaf_value=-0.00029991541217777275 -3.9030066962923342e-05 0.00045430264690871341 -0.002045285899490692 -0.00012531221226614421 0.00027812296365568428 -0.0012291551200415828 -9.9477072476752786e-05 0.0012816326824494875 -0.00010687488926961544 0.00083989344709671846 0.0014181575230788543 5.7847115856230436e-05 0.00015892321397890114 0.00068698344679948777 -0.00093298545110497607 -0.00012456080043201934 0.00032476857498909802 -0.00070736233620330988 0
leaf_weight=65 79 46 52 50 83 46 1231 70 57 50 56 1148 347 78 51 73 55 50 46
leaf_count=65 79 46 52 50 83 46 1231 70 57 50 56 1148 347 78 51 73 55 50 46
internal_value=0 -0.00029861 -0.00051834 -0.00111215 3.753e-05 -0.000483545 5.75522e-05 0.000309037 2.6897e-05 4.31312e-05 2.85169e-05 0.000121797 -4.21364e-05 6.7281e-05 -0.000176712 0.000289226 -6.78002e-06 -0.000395127 0.000222708
internal_weight=0 314 222 102 3419 125 3294 355 2939 2832 2782 1204 1578 285 134 151 120 107 92
internal_count=3733 314 222 102 3419 125 3294 355 2939 2832 2782 1204 1578 285 134 151 120 107 92
is_linear=0
shrinkage=0.0995203


Tree=6970
num_leaves=31
num_cat=0
split_feature=9 9 17 20 2 2 26 17 9 2 5 17 9 2 4 4 18 6 8 8 21 20 20 4 9 3 3 8 6 26
split_gain=0.00281322 0.0161703 0.00308351 0.00173576 0.00191499 0.0015049 0.00524636 0.00146806 0.00452357 0.00547002 0.00332959 0.00308334 0.00353741 0.00244287 0.00236962 0.00836267 0.00288829 0.00326492 0.00181267 0.00441671 0.00319526 0.0043473 0.00249825 0.00209057 0.00162553 0.00157362 0.00301231 0.00114249 0.00305361 0.000605947
threshold=0.085145000000000012 0.085525000000000032 -0.55380499999999999 -0.240845 -0.021165 -0.047824999999999999 -0.23202999999999999 -0.011809999999999999 0.083715000000000026 -0.08569499999999998 -0.021739999999999999 -0.068169999999999994 0.083715000000000026 0.074365000000000028 0.088720000000000021 0.084755000000000025 -0.015440000000000001 -0.0092549999999999993 -0.07106999999999998 -0.08569499999999998 0.084670000000000009 -0.0058900000000000003 -0.073489999999999986 0.11338500000000003 0.083955000000000016 0.099655000000000021 0.10807500000000002 -0.51030999999999993 -0.0093650000000000001 -0.08274999999999999
decision_type=2 2 2 2 2 2 2 2 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 -5 11 18 -10 -11 14 13 -13 15 16 17 -1 19 27 21 -20 -22 -23 -18 29 -27 -9 -29 -16
right_child=1 2 3 4 -6 -7 -8 8 9 10 -12 12 -14 -15 25 -17 24 -19 20 -21 22 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00024380360974175409 0.00137930412032911 -0.00062965720765373952 0.00065166560662479971 -0.00088906089390378509 -0.00056281061922872078 0.00059384792875848732 6.381276874165603e-05 0.00037271610064486038 -0.0012862582797205609 -0.00074642651776736708 0.00034005222735609096 -0.00053243112048550502 0.00091028722286240883 0.0004329359589097022 0.00017818486549416748 -0.0014641722220109404 -0.00014582866912125423 0.00058871403469961867 -0.001320001536259167 0.00089279594445678399 -0.00029331724835264956 0.00017281608657502618 0.00069491053969077002 -0.00062420438779713214 -0.00092494591087237355 -0.00070186254757833352 0.00026409410491234014 7.6948183068438375e-05 -0.00075708823421683543 0.00071967117072909933
leaf_weight=92 91 69 46 59 52 49 1840 46 74 53 58 47 71 58 46 50 70 93 47 58 49 69 51 60 46 49 91 141 62 46
leaf_count=92 91 69 46 59 52 49 1840 46 74 53 58 47 71 58 46 50 70 93 47 58 49 69 51 60 46 49 91 141 62 46
internal_value=0 8.01633e-05 2.38794e-05 4.63196e-05 3.19873e-05 4.82851e-05 3.37768e-05 -9.55138e-05 -0.000192533 -0.000621734 -0.000171342 1.57677e-06 0.000367707 0 -0.000107549 -0.000271456 -7.06103e-05 0.00017028 -5.49324e-05 0.000109629 -0.000240943 -0.000497546 0.000202493 -0.000191545 -0.000461846 0.000136902 -6.81435e-05 -6.95084e-05 -0.00017375 0.000457826
internal_weight=0 2206 2115 2046 2000 1948 1899 1527 768 185 111 759 176 105 583 351 301 185 583 307 276 176 100 129 116 232 140 249 203 92
internal_count=3733 2206 2115 2046 2000 1948 1899 1527 768 185 111 759 176 105 583 351 301 185 583 307 276 176 100 129 116 232 140 249 203 92
is_linear=0
shrinkage=0.0995203


Tree=6971
num_leaves=28
num_cat=0
split_feature=8 8 26 3 20 2 10 10 9 8 3 3 3 9 21 2 8 2 9 2 3 1 26 1 5 1 8
split_gain=0.00245274 0.00909945 0.00961659 0.0163803 0.0151879 0.00417669 0.00308076 0.00760753 0.00341522 0.00257747 0.00200628 0.00864857 0.00409938 0.00162735 0.00156202 0.00285036 0.0057109 0.00222668 0.00323253 0.00201539 0.00157711 0.0012756 0.0012311 0.00147555 0.000548344 0.00138007 0.000856673
threshold=-0.083849999999999994 -0.086304999999999993 0.088545000000000026 0.087570000000000023 -0.080869999999999984 -0.087075 0.091870000000000021 0.086165000000000019 0.08938500000000002 -0.082934999999999995 0.10393500000000001 0.10807500000000002 0.098000000000000018 0.089935000000000029 -0.085574999999999998 -0.082794999999999994 -0.087635000000000005 -0.080644999999999994 0.086700000000000013 -0.079844999999999985 0.13345500000000002 -0.080500000000000002 -0.15514999999999998 0.10924000000000002 -0.010264999999999998 -0.010395 -0.091284999999999991
decision_type=2 2 2 2 2 2 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 3 5 -5 -3 7 8 9 -2 12 -12 -11 -10 -1 16 24 18 21 -19 -21 -17 -15 -24 25 -16 -26
right_child=6 2 -4 4 -6 -7 -8 -9 13 10 11 -13 -14 22 15 17 -18 19 -20 20 -22 -23 23 -25 26 -27 -28
leaf_value=0.00049232170149816543 -0.00070843889233532915 0.00025283561112054303 0.0017531658770138904 0.002586137815203378 0.00014327983665915305 -0.00085891903027662895 0.00074050328244049503 -0.0012868886437430813 0.00065566630265221477 -0.00010209380209455472 -0.0015674752978809363 -0.0001013153667256368 0.00078907900393669465 -0.00030398171116470372 -0.0004743780199866578 -0.00024237265338479858 -0.0012637956089133929 -0.00064882699316902773 0.0010167146453221013 0.00011212130887731886 -0.00030839410400754002 0.00037727217867734793 0.0001236598321742116 -0.00034564168812182953 -0.00018611271656629501 0.00015021727402241209 0.00035320508822534905
leaf_weight=56 81 56 58 47 56 80 47 50 47 710 48 244 55 86 92 60 51 49 53 401 113 71 880 71 65 54 52
leaf_count=56 81 56 58 47 56 80 47 50 47 710 48 244 55 86 92 60 51 49 53 401 113 71 880 71 65 54 52
internal_value=0 0.00011078 0.000600466 0.000317306 0.00126593 -0.000395118 -5.54785e-05 -7.2305e-05 -4.46057e-05 -0.000165262 -0.000122863 -0.000345132 -3.69524e-05 8.13057e-05 -1.86905e-05 -4.64335e-05 -0.000298456 5.84081e-05 0.000359402 -3.85088e-05 1.80807e-05 8.72163e-05 5.44845e-05 8.77618e-05 -0.000108149 -0.000237756 4.65873e-05
internal_weight=0 1414 297 239 103 136 2319 2272 2222 1138 1057 292 765 1084 1117 1061 314 747 184 563 514 131 1037 951 263 146 117
internal_count=3733 1414 297 239 103 136 2319 2272 2222 1138 1057 292 765 1084 1117 1061 314 747 184 563 514 131 1037 951 263 146 117
is_linear=0
shrinkage=0.0995203


Tree=6972
num_leaves=20
num_cat=0
split_feature=8 8 0 6 23 1 6 6 5 1 21 6 9 9 5 5 6 17 0
split_gain=0.00298223 0.00754405 0.0137377 0.00644774 0.00204999 0.00209364 0.00227005 0.00303594 0.0032192 0.00220901 0.00296831 0.00170581 0.00140288 0.00129967 0.0018792 0.000931941 0.00283978 0.00114289 0.000767225
threshold=-0.097604999999999997 -0.092094999999999996 -0.086855000000000002 0.089315000000000019 -0.046924999999999994 0.15756500000000004 -0.045589999999999999 -0.13578499999999999 -0.49053999999999998 0.10055500000000002 -0.091869999999999993 -0.091244999999999993 0.08758500000000001 -0.20504500000000001 -0.38486499999999996 -0.086109999999999992 -0.12640499999999996 -0.072334999999999997 -0.13056499999999996
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 13 -3 9 7 8 -7 10 -6 -12 -2 14 -1 16 -15 -17 -18
right_child=1 4 -4 -5 5 6 -8 -9 -10 -11 11 -13 -14 15 -16 17 18 -19 -20
leaf_value=-8.4108044895878521e-05 0.00014983037086209913 -0.0006136338810134879 -0.002210980034318512 0.0009488678624257307 0.00063413582302093902 0.00073087178719098863 0.00068315834542179957 -0.00054672698534596333 -0.0001818575125030032 -0.00067380870036364492 0.00012886805775667558 -0.00010458351135700412 -0.00056450512585473958 -0.00038474370644968575 0.00078357840991391222 0 0.00071626922872715599 -0.00055386751650695796 0.00015103955475286629
leaf_weight=49 62 64 46 87 60 78 75 61 73 59 356 2274 47 78 47 80 46 72 59
leaf_count=49 62 64 46 87 60 78 75 61 73 59 356 2274 47 78 47 80 46 72 59
internal_value=0 -8.94231e-05 -0.000767403 0.000167281 -5.526e-05 -4.32196e-05 0.000211848 4.12491e-05 0.000284197 -7.01469e-05 -5.66024e-05 -7.2672e-05 -0.000150676 7.61391e-06 0.00033217 -8.29495e-05 6.47526e-05 -0.000266161 0.000406461
internal_weight=0 3255 155 518 3100 3036 287 212 151 2749 2690 2630 109 431 96 335 183 152 105
internal_count=3773 3255 155 518 3100 3036 287 212 151 2749 2690 2630 109 431 96 335 183 152 105
is_linear=0
shrinkage=0.0995203


Tree=6973
num_leaves=15
num_cat=0
split_feature=18 18 19 1 1 26 9 30 9 2 1 0 0 0
split_gain=0.00343022 0.0090946 0.00280284 0.00293349 0.0120697 0.00475136 0.0106877 0.00199471 0.00176686 0.00170527 0.00142508 0.00160472 0.00533684 0.00322307
threshold=0.19545000000000004 0.30956000000000011 -0.17233499999999999 -0.080085000000000003 -0.080954999999999985 0.10812000000000002 0.092150000000000024 0.11290000000000001 0.098465000000000011 -0.241895 -0.078509999999999983 -0.069955000000000003 -0.072274999999999992 -0.066735000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 8 -7 10 9 -4 -5 12 -12 -13
right_child=1 -3 3 7 -6 6 -8 -9 -10 -11 11 13 -14 -15
leaf_value=-0.00082256698276448909 0.0014656001728533367 -0.00028650102220936275 0.00051148065980048403 0.00043703751286158803 -0.0016251770024681789 -0.0018269709119509126 0.00016567957403496546 -0.00055492212610493412 0.00052866771036539652 -0.00010712678572230297 -1.819747215542489e-06 0.00080916232973919709 -0.00094885956891727367 5.9989037494557051e-05
leaf_weight=48 52 66 46 79 55 49 57 61 50 918 1795 68 61 368
leaf_count=48 52 66 46 79 55 49 57 61 50 918 1795 68 61 368
internal_value=0 0.000478674 -6.58547e-05 -5.55578e-05 -0.000184702 -0.000113233 -0.000747729 6.50049e-06 -4.60982e-05 -7.6759e-05 2.12898e-05 6.60275e-06 -3.33866e-05 0.00017871
internal_weight=0 118 3655 3607 1175 1120 106 2432 1014 964 2371 2292 1856 436
internal_count=3773 118 3655 3607 1175 1120 106 2432 1014 964 2371 2292 1856 436
is_linear=0
shrinkage=0.0995203


Tree=6974
num_leaves=15
num_cat=0
split_feature=18 1 5 5 1 9 18 7 1 1 1 17 9 1
split_gain=0.00320281 0.0019847 0.0112904 0.00280342 0.00608526 0.0178589 0.00187956 0.00211153 0.00137337 0.00153045 0.00165057 0.00107011 0.00394628 0.0013484
threshold=0.26473000000000008 -0.080085000000000003 -0.095609999999999987 -0.082179999999999989 -0.084059999999999996 0.08951000000000002 -0.46879999999999999 0.078295000000000017 -0.078509999999999983 -0.077634999999999996 -0.076329999999999995 -0.019465 0.084835000000000022 -0.087734999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 11 -6 -3 8 -8 -10 -11 13 -13 -5
right_child=-2 6 3 4 5 -7 7 -9 9 10 -12 12 -14 -15
leaf_value=-0.0013799816788090669 0.00060355384728794168 -0.00058678580882433925 0.0004559303898318555 -4.1054735311038061e-06 0.00021643600145101905 -0.0020084694802809159 0.00043379788575467477 -0.00053154073887892175 -0.00052989000333843151 0.00060498886207897547 8.307420202974096e-06 8.3940715601538488e-05 -0.00069729495359919711 0.00053827734499664018
leaf_weight=71 74 54 87 581 83 62 78 70 51 47 2192 174 100 49
leaf_count=71 74 54 87 581 83 62 78 70 51 47 2192 174 100 49
internal_value=0 -5.69416e-05 -0.000161714 -8.48515e-05 -0.000130482 -0.000729258 -5.86657e-06 6.66462e-06 2.29201e-05 8.56767e-06 2.11983e-05 -3.35342e-05 -0.000198194 3.67805e-05
internal_weight=0 3699 1207 1136 1049 145 2492 2438 2368 2290 2239 904 274 630
internal_count=3773 3699 1207 1136 1049 145 2492 2438 2368 2290 2239 904 274 630
is_linear=0
shrinkage=0.0995203


Tree=6975
num_leaves=22
num_cat=0
split_feature=8 8 2 6 26 9 19 2 2 9 9 17 2 21 9 2 17 17 9 9 0
split_gain=0.00261936 0.00619962 0.015745 0.00510783 0.00256459 0.0182084 0.00202088 0.00194892 0.0078168 0.00485159 0.00257663 0.00163117 0.00181411 0.00160469 0.00160297 0.00132191 0.00130281 0.00109758 0.00154278 0.0019676 0.000825593
threshold=-0.097604999999999997 -0.092094999999999996 -0.081559999999999994 0.089315000000000019 0.10812000000000002 0.092150000000000024 -0.07525999999999998 -0.077604999999999993 -0.080644999999999994 0.10153500000000003 0.11296000000000002 -0.5696199999999999 -0.241895 -0.026109999999999998 0.08709500000000002 0.50951500000000005 0.11012500000000003 -0.072334999999999997 -0.042790000000000002 0.086115000000000011 -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
left_child=3 2 -2 15 6 -6 -3 8 -7 -9 -11 -8 -13 -14 -4 16 17 20 -19 -20 -1
right_child=1 4 14 -5 5 7 11 9 -10 10 -12 12 13 -15 -16 -17 -18 18 19 -21 -22
leaf_value=0.0004367141388901233 -0.002040068883275111 -0.00057428506008033763 0.0004874096282970027 0.00086388944992762679 -0.0020745600166046617 -0.00054934464922230244 -0.000521353123749156 -0.0010872740495484333 0.0012590185577126384 0.0006258693662490796 -0.00018531998760313009 0.00061664400096691227 0.00022996732686277144 -2.2426189802054368e-05 -0.00030987468578380336 0.00048730135142555835 0.00030418197438226427 0.00017280051957680665 -0.0007766620454395329 -1.2266273995456023e-05 -0.00012970280821522916
leaf_weight=46 55 61 46 87 49 46 57 46 48 55 130 49 280 2279 54 54 84 52 80 61 54
leaf_count=46 55 61 46 87 49 46 57 46 48 55 130 49 280 2279 54 54 84 52 80 61 54
internal_value=0 -7.26259e-05 -0.000687202 0.000168015 -4.16331e-05 -0.000286076 -7.79582e-06 -1.39088e-05 0.000365366 -0.00017179 5.14195e-05 4.86356e-06 1.66784e-05 4.87024e-06 4.86899e-05 2.56494e-05 -3.83044e-05 -0.000139286 -0.000279252 -0.000451772 0.000122663
internal_weight=0 3255 155 518 3100 374 2726 325 94 231 185 2665 2608 2559 100 431 377 293 193 141 100
internal_count=3773 3255 155 518 3100 374 2726 325 94 231 185 2665 2608 2559 100 431 377 293 193 141 100
is_linear=0
shrinkage=0.0995203


Tree=6976
num_leaves=22
num_cat=0
split_feature=18 3 18 18 0 9 20 5 20 3 17 3 18 9 9 9 0 20 4 1 4
split_gain=0.00261454 0.00479979 0.00365212 0.0128244 0.0035204 0.00308421 0.00187284 0.00229119 0.00286221 0.00218947 0.00196145 0.00309504 0.00477143 0.00240966 0.0016226 0.00162297 0.00453272 0.00331233 0.0011485 0.00333498 0.00209095
threshold=0.15374500000000005 0.10871500000000002 0.084900000000000017 0.087505000000000013 -0.086855000000000002 0.11296000000000002 0.27420500000000009 -0.52786999999999995 -0.058504999999999995 0.10502000000000002 -0.017704999999999995 0.088115000000000013 -0.022504999999999997 0.11408000000000003 0.09697500000000002 0.08758500000000001 -0.070134999999999989 -0.071149999999999991 0.085990000000000025 -0.50388999999999995 0.079660000000000022
decision_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 -2 14 7 8 -1 -10 18 12 -12 -13 15 17 -17 -5 20 -20 -9
right_child=1 -3 3 5 -6 -7 -8 10 9 -11 11 13 -14 -15 -16 16 -18 -19 19 -21 -22
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leaf_weight=46 46 66 69 88 55 55 46 957 47 46 173 800 285 68 91 199 55 212 50 229 51
leaf_count=46 46 66 69 88 55 55 46 957 47 46 173 800 285 68 91 199 55 212 50 229 51
internal_value=0 -0.000366941 3.57255e-05 0.000227884 5.67015e-05 9.90347e-05 -1.67946e-05 -5.96759e-06 0.000387362 0.000707259 -2.72043e-05 -0.000112366 -0.000321689 -9.74069e-07 3.67036e-05 0.000101825 0.000287454 -5.2612e-05 5.99025e-05 0.000238727 9.59422e-06
internal_weight=0 167 3567 769 101 700 2798 2752 139 93 2613 1326 458 868 645 554 254 300 1287 279 1008
internal_count=3734 167 3567 769 101 700 2798 2752 139 93 2613 1326 458 868 645 554 254 300 1287 279 1008
is_linear=0
shrinkage=0.0995203


Tree=6977
num_leaves=25
num_cat=0
split_feature=8 8 18 3 9 17 17 5 20 18 2 17 8 26 18 5 20 3 1 17 5 3 0 5
split_gain=0.00228881 0.014144 0.00164531 0.0069905 0.00270004 0.00236027 0.00266194 0.00583056 0.00230949 0.00211868 0.00192461 0.00226513 0.00334095 0.00181491 0.00163743 0.00165907 0.00133888 0.00160265 0.00131923 0.00107537 0.00191905 0.00179189 0.00143072 0.000759378
threshold=-0.091600000000000001 -0.092844999999999997 0.15374500000000005 0.10871500000000002 0.13087500000000005 -0.017704999999999995 -0.011174999999999999 -0.010764999999999999 0.12549000000000002 -0.064454999999999998 0.10003000000000002 -0.040589999999999994 -0.064125000000000001 0.097125000000000031 0.090285000000000018 -0.084089999999999984 -0.00059999999999999995 0.093835000000000016 -0.083899999999999988 0.12439000000000001 -0.27157999999999999 0.085355000000000028 -0.096019999999999994 -0.39954499999999998
decision_type=2 2 2 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 4 -4 5 10 7 -7 9 -8 11 13 -13 -2 16 -16 17 -1 -17 20 22 -22 -18 -19
right_child=2 -3 3 -5 -6 6 8 -9 -10 -11 -12 12 -14 -15 15 18 19 23 -20 -21 21 -23 -24 -25
leaf_value=-1.0965015741708468e-05 4.3819462118369011e-05 0.0016135964805789956 0.00035192819951138224 -0.0011799660336613068 0.00067144240531516962 0.0001358594896860409 -0.00027907268060267665 -0.0014096783728294734 -0.00073137289099078798 2.1884070974318537e-05 0.00054898151786427201 6.2784946838480003e-05 0.0011182966716103528 -0.00033160615814151797 -0.00053115122022690821 -0.00027570231402390932 -0.00078283167388382981 0.00093021817515684868 0.00044887573680370719 0.0004539210224705554 -0.00027935355186710581 0.00042136449630239304 -4.5328627145099726e-06 0.00032341436615147563
leaf_weight=59 1058 62 60 57 57 48 300 47 51 1001 79 89 46 145 86 52 50 47 47 47 57 95 48 46
leaf_count=59 1058 62 60 57 57 48 300 47 51 1001 79 89 46 145 86 52 50 47 47 47 57 95 48 46
internal_value=0 0.000178647 -2.13193e-05 -0.000387383 -6.37646e-06 -2.01524e-05 -0.000109779 -0.000620158 -7.33106e-05 -4.68849e-05 7.07936e-05 4.19479e-05 0.000428505 -7.50864e-07 3.7029e-05 -0.00021037 0.000140787 0.000381253 6.00204e-05 1.49641e-05 -6.42854e-05 0.00015321 -0.000409978 0.000638881
internal_weight=0 696 3038 117 2921 2864 1447 95 1352 1301 1417 1338 135 1203 634 185 449 152 99 297 250 152 98 93
internal_count=3734 696 3038 117 2921 2864 1447 95 1352 1301 1417 1338 135 1203 634 185 449 152 99 297 250 152 98 93
is_linear=0
shrinkage=0.0995203


Tree=6978
num_leaves=21
num_cat=0
split_feature=8 8 27 5 18 8 0 17 5 18 5 0 0 8 8 1 18 8 0 5
split_gain=0.00185154 0.0114704 0.00148786 0.00158093 0.00264337 0.00242619 0.00286568 0.00232722 0.00155239 0.00135596 0.00245106 0.00124521 0.00120724 0.00120614 0.00150236 0.00103302 0.00093893 0.00113147 0.00162755 0.00142202
threshold=-0.091600000000000001 -0.092844999999999997 0.099145000000000025 0.40898000000000007 -0.060544999999999995 0.095985000000000015 -0.050494999999999991 -0.45791500000000002 -0.54382499999999989 0.094870000000000024 -0.084089999999999984 -0.23998999999999998 -0.059114999999999994 -0.090274999999999994 -0.087635000000000005 -0.083899999999999988 -0.09404499999999999 -0.51030999999999993 0.0047200000000000011 -0.50544999999999984
decision_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 6 7 -5 -2 16 -11 -10 -4 -13 -15 -12 -1 -18 19 -19
right_child=2 -3 12 4 -6 -7 -8 -9 11 10 15 13 -14 14 -16 -17 17 18 -20 -21
leaf_value=-0.00029612666005752759 0.00051244354972469145 0.0014530110392665949 -0.00067413808029726028 0.00029243615595044063 0.00086542813898913575 -0.00054882378635603773 0.00079924981144611346 -0.00055373355583858246 -0.00054432882454821558 -0.00074173696862482889 -0.00023308819011788726 -0.00043617930389989936 -5.1616800952280665e-06 0.00024973321608311454 -4.2004801774274868e-05 0.00042247408707197376 0.00059699244856271341 -0.00027283046084035996 -0.00042392402874694558 0.00027524110607359019
leaf_weight=48 51 62 61 87 51 49 61 51 48 57 48 71 52 189 2267 46 53 55 50 277
leaf_count=48 51 62 61 87 51 49 61 51 48 57 48 71 52 189 2267 46 53 55 50 277
internal_value=0 0.000160751 -1.90903e-05 -5.11737e-06 0.000211372 7.35676e-05 0.000230934 -1.43467e-05 -3.00789e-05 3.30869e-05 -0.000225387 -4.11419e-05 -0.000373535 -3.126e-05 -1.9221e-05 7.90101e-05 0.000115588 0.000162901 0.00010053 0.00018198
internal_weight=0 696 3038 2925 299 248 199 138 2626 634 151 2575 113 2527 2456 94 483 435 382 332
internal_count=3734 696 3038 2925 299 248 199 138 2626 634 151 2575 113 2527 2456 94 483 435 382 332
is_linear=0
shrinkage=0.0995203


Tree=6979
num_leaves=28
num_cat=0
split_feature=5 5 18 3 0 8 18 8 4 21 4 21 3 21 3 3 0 36 0 8 3 0 0 8 0 1 1
split_gain=0.00186993 0.0160677 0.00187073 0.00426793 0.00288968 0.00196381 0.00285147 0.00186761 0.00201732 0.00276359 0.0021698 0.00163942 0.00146499 0.00297613 0.00264664 0.00221182 0.00282252 0.0021259 0.00152216 0.00136499 0.00667329 0.00227559 0.00397542 0.00392394 0.00207628 0.00581125 0.00183897
threshold=-0.092864999999999989 -0.09583499999999999 0.15374500000000005 0.10871500000000002 -0.084534999999999985 -0.046889999999999994 0.11417000000000002 -0.014854999999999998 0.085990000000000025 0.096230000000000024 0.094025000000000011 0.12393500000000003 0.091615000000000016 0.087410000000000029 0.085845000000000019 0.096510000000000026 -0.20796499999999998 0.088355000000000031 -0.066264999999999991 -0.062834999999999988 0.09339500000000002 -0.073464999999999989 -0.071340000000000001 -0.067434999999999981 -0.077624999999999986 -0.077429999999999985 0.0049450000000000015
decision_type=2 2 2 2 2 2 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 4 -4 19 7 -7 9 -9 -10 12 13 14 17 -14 -17 -1 -18 21 -21 24 -23 -24 26 -26 -2
right_child=2 -3 3 -5 -6 6 -8 8 10 -11 -12 -13 15 -15 -16 16 18 -19 -20 20 -22 22 23 -25 25 -27 -28
leaf_value=-0.00039122542380262877 -8.3994526880694045e-05 0.0015521259636436207 0.00061206616182643352 -0.0010303401482142406 -0.00050182229455664152 0.00056011291660773067 0.00082670235775867892 -0.00029660867622093809 0.00076726647360891278 0.00030695352169214624 6.6460317685707246e-05 -0.0005207568685664509 0.00065650741419195978 -0.0006775113750246628 0.0006015014156841587 0.00073454730911531668 -0.0001260653923835804 0.00038576152979730974 0.00035712653777727327 0.00042301114051304596 -0.0012289915381218537 0.0009433688913438493 -0.00011882049579202174 0.00085252999585298881 0.00014604430288667601 -0.001073011226766205 0.00047446806614071245
leaf_weight=116 1222 73 46 59 46 70 54 270 59 103 182 53 74 73 63 55 314 49 81 46 50 57 256 49 78 75 61
leaf_count=116 1222 73 46 59 46 70 54 270 59 103 182 53 74 73 63 55 314 49 81 46 50 57 256 49 78 75 61
internal_value=0 0.000133338 -2.82162e-05 -0.000368999 4.62239e-05 -8.35417e-06 0.000129 7.27216e-05 1.58225e-05 -0.000127747 0.000241424 1.44427e-05 4.98176e-05 -0.000123671 5.00648e-05 0.000151036 6.60952e-05 -0.000155522 -2.4908e-05 -6.23068e-05 -0.00042888 -4.22791e-05 0.000179912 3.45486e-05 -9.88611e-05 -0.000446182 -5.68045e-05
internal_weight=0 951 2783 151 92 2632 738 684 614 373 241 878 825 301 228 524 450 165 395 1894 96 1798 362 305 1436 153 1283
internal_count=3734 951 2783 151 92 2632 738 684 614 373 241 878 825 301 228 524 450 165 395 1894 96 1798 362 305 1436 153 1283
is_linear=0
shrinkage=0.0995203


Tree=6980
num_leaves=20
num_cat=0
split_feature=3 1 5 17 3 3 3 26 10 10 2 2 5 21 21 3 17 26 9
split_gain=0.00260526 0.00411862 0.00273629 0.00307021 0.00238963 0.00176667 0.00358476 0.00263566 0.00171489 0.00255468 0.00191718 0.00234404 0.00158623 0.00157997 0.00386435 0.00173982 0.00391629 0.00348726 0.00122257
threshold=0.086895000000000014 -0.50597999999999999 0.0047850000000000011 -0.15450999999999998 0.086535000000000015 0.087515000000000023 0.087745000000000031 0.087170000000000011 0.091080000000000022 0.086275000000000018 -0.085944999999999994 -0.084154999999999994 0.41488500000000011 0.084485000000000018 0.087235000000000021 0.083725000000000022 0.056905000000000011 0.087825000000000028 0.084155000000000021
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 13 7 -7 -2 9 10 12 -12 -8 15 -15 16 -3 -17 -16
right_child=5 2 3 -5 -6 6 8 -9 -10 -11 11 -13 -14 14 18 17 -18 -19 -20
leaf_value=-0.00096782644228660055 0.00082229663568497181 -0.00013175106654802457 -4.8088435260741238e-05 0.00098268763136053817 -0.00077308084954513421 -0.00074962529179239024 -3.2302972513416182e-05 -9.7779475274713289e-05 -0.000445593061684041 0.0007366865129448864 0.00066883430923702194 0.00010649110489912748 -0.00064267388145779626 0.00098238704334394945 0.00020540788083853713 -0.00046997743724326894 0.00086673653922958297 0.00018047246580313176 -0.00048922498113804593
leaf_weight=51 77 186 62 51 51 51 380 49 57 62 77 1952 48 46 52 264 49 116 47
leaf_count=51 77 186 62 51 51 51 380 49 57 62 77 1952 48 46 52 264 49 116 47
internal_value=0 -9.6357e-05 -4.73704e-05 0.000409885 -0.000112091 9.26919e-05 7.48592e-05 0.000457992 9.15002e-05 0.000103979 8.76796e-05 0.000128235 -0.000102669 -6.6658e-05 0.000226741 -0.000137165 7.29608e-05 -0.000269265 -0.000116098
internal_weight=0 975 924 113 811 2753 2627 126 2576 2519 2457 2029 428 760 145 615 235 380 99
internal_count=3728 975 924 113 811 2753 2627 126 2576 2519 2457 2029 428 760 145 615 235 380 99
is_linear=0
shrinkage=0.0995203


Tree=6981
num_leaves=34
num_cat=0
split_feature=3 2 9 18 2 1 9 3 18 17 2 1 2 2 3 0 5 2 3 0 5 2 17 0 0 2 1 20 9 9 18 2 9
split_gain=0.00211167 0.00390191 0.0020591 0.00273287 0.0030811 0.00272572 0.00443042 0.00243506 0.00340867 0.00233011 0.0022899 0.0016774 0.00283079 0.00993294 0.00386523 0.0027844 0.00655477 0.00494381 0.00317658 0.00425222 0.00271325 0.00191644 0.00185741 0.00280856 0.00614681 0.00263186 0.00195712 0.00185592 0.00400428 0.00255878 0.00164713 0.00139865 0.00136707
threshold=0.086895000000000014 0.094050000000000022 0.084835000000000022 -0.077844999999999998 -0.085944999999999994 -0.082344999999999988 0.08735500000000003 0.085795000000000024 -0.096219999999999986 0.10932500000000002 -0.087444999999999995 -0.018369999999999997 -0.073884999999999992 -0.071344999999999992 0.092300000000000021 -0.071799999999999989 -0.067969999999999989 -0.076615000000000003 0.095490000000000019 -0.076914999999999997 0.15100500000000003 -0.06717999999999999 -0.47196999999999995 -0.068604999999999985 -0.062714999999999993 -0.035314999999999992 -0.012865 -0.077649999999999983 0.11296000000000002 0.09649000000000002 -0.09404499999999999 -0.14264999999999997 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 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 31 -6 -7 8 -1 10 -10 12 15 -14 -15 17 -17 18 19 -2 -18 -16 -13 26 -25 -26 -24 29 -29 -28 -23 -5 -22
right_child=11 -3 3 4 5 6 -8 -9 9 -11 -12 22 13 14 21 16 20 -19 -20 -21 32 30 23 24 25 -27 27 28 -30 -31 -32 -33 -34
leaf_value=0.00073869685533543145 6.578813736088562e-05 -0.0008261306757090162 -0.00074879057230737103 0 -0.00084595136350400354 0.00031051026560761794 -0.00086657086987614593 0.00074811704442154941 -0.00058712507780073751 0.00058966311867236971 -1.3913189829442032e-05 0.00050633865231827758 0.0017036568460730773 0.00094956984437720253 -0.00049071750318515977 0.0013155404582556548 -0.00050104920332002417 -0.00099893284721257907 0.00072185296678044827 -0.00073695711728363061 -2.6517791430432532e-05 -0.00032149029522617891 -0.00052998286652293904 -0.0012478072914861452 0.00038519447113444607 -0.00045093165212699337 2.3769971524016153e-06 0.00026276477500674034 -0.00063061673852483739 -0.00074489211502070177 0.00027809482467029239 0.00076758672307370324 0.00054085549860898301
leaf_weight=58 426 66 75 49 62 101 46 51 93 46 280 70 49 59 50 53 58 51 58 77 72 54 56 56 76 73 393 568 54 51 256 48 93
leaf_count=58 426 66 75 49 62 101 46 51 93 46 280 70 49 59 50 53 58 51 58 77 72 54 56 56 76 73 393 568 54 51 256 48 93
internal_value=0 -8.67675e-05 -3.21838e-05 -0.000209182 -7.42495e-05 -0.000291626 -5.22593e-05 9.3986e-05 2.23312e-05 -7.48778e-05 -0.000159027 8.3408e-05 0.000162282 0.000360683 0.000201675 5.67978e-05 0.00031969 -6.0424e-05 2.34359e-05 -5.54699e-05 7.93371e-05 7.68296e-05 6.26242e-06 -1.95e-05 -0.000358637 -1.89571e-05 4.17338e-05 7.25357e-05 0.000183888 -8.16143e-05 0.00017101 0.000385678 0.000288313
internal_weight=0 975 909 381 306 209 147 528 477 419 373 2753 1356 468 419 888 276 612 561 503 223 360 1397 1327 205 149 1122 1066 622 444 310 97 165
internal_count=3728 975 909 381 306 209 147 528 477 419 373 2753 1356 468 419 888 276 612 561 503 223 360 1397 1327 205 149 1122 1066 622 444 310 97 165
is_linear=0
shrinkage=0.0995203


Tree=6982
num_leaves=22
num_cat=0
split_feature=6 6 17 6 8 8 2 2 2 5 20 2 4 4 6 36 36 21 20 2 8
split_gain=0.00214952 0.00417575 0.00242588 0.00543732 0.00162759 0.00475923 0.00339775 0.00119399 0.00413023 0.00177286 0.00180712 0.00227241 0.002929 0.00213955 0.00141664 0.00116013 0.00219375 0.0011114 0.00165333 0.00108667 0.000542192
threshold=0.099330000000000016 0.10384500000000003 0.4039100000000001 0.11816500000000002 -0.081415000000000001 -0.065919999999999992 -0.054390000000000001 0.097745000000000012 0.092170000000000016 -0.46834999999999999 -0.054979999999999994 0.13896000000000006 0.094995000000000024 0.12061000000000001 -0.12640499999999996 0.089700000000000016 0.084475000000000022 -0.084204999999999988 -0.012149999999999999 -0.16295499999999999 -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
left_child=7 -2 4 -4 20 -6 -7 8 15 14 -11 12 -12 -13 -9 16 17 18 -1 -19 -3
right_child=1 2 3 -5 5 6 -8 9 -10 10 11 13 -14 -15 -16 -17 -18 19 -20 -21 -22
leaf_value=1.930935163527583e-05 0.0010357425487200593 5.354981606871665e-05 0.0011889508613295494 -0.00015748934056096186 -0.0010881680599109545 0.0005837312249023721 -0.00039538160126422899 0.00082418651124319727 -0.00088623371669441339 0.00050687268272657504 8.0840376921501096e-05 0.00061562481883472447 -0.0010154848755639136 -0.00019245444995298023 8.7494490715721421e-05 -0.00041833985290891791 0.00069179388578931831 0.00023943759188672133 0.00071526197257055178 -3.3748439382656936e-05 0.00054271576720191185
leaf_weight=104 57 52 58 59 46 68 72 62 53 63 46 59 48 70 49 64 46 153 52 2401 46
leaf_count=104 57 52 58 59 46 68 72 62 53 63 46 59 48 70 49 64 46 153 52 2401 46
internal_value=0 0.000236776 0.000121165 0.00050298 -3.3249e-05 -0.000208761 7.43402e-05 6.26461e-06 -1.58297e-05 0.000168218 3.41203e-05 -9.57666e-05 -0.000470277 0.000170786 0.000506355 2.38722e-07 1.0256e-05 -1.01045e-06 0.000256541 -1.70624e-05 0.000291512
internal_weight=0 458 401 117 284 186 140 3270 2873 397 286 223 94 129 111 2820 2756 2710 156 2554 98
internal_count=3728 458 401 117 284 186 140 3270 2873 397 286 223 94 129 111 2820 2756 2710 156 2554 98
is_linear=0
shrinkage=0.0995203


Tree=6983
num_leaves=25
num_cat=0
split_feature=6 6 1 3 5 2 18 8 3 2 5 3 3 26 9 2 1 18 9 5 10 10 9 18
split_gain=0.00174417 0.00338246 0.00253487 0.00778447 0.00773947 0.00573617 0.00375653 0.00150576 0.00115896 0.00388339 0.00245753 0.00235453 0.00408382 0.00283551 0.00154312 0.0015951 0.0021488 0.00134484 0.00370208 0.00194106 0.00129928 0.00240011 0.00186663 0.000696082
threshold=0.099330000000000016 0.10384500000000003 -0.07002499999999999 0.10850000000000003 -0.040404999999999996 -0.054390000000000001 -0.013125 -0.077889999999999987 0.086895000000000014 0.094050000000000022 0.066275000000000014 0.087515000000000023 0.087745000000000031 0.086685000000000026 0.083925000000000013 -0.087245000000000003 -0.085184999999999997 -0.085834999999999995 0.084835000000000022 -0.011764999999999999 0.091080000000000022 0.086275000000000018 0.087885000000000019 -0.011569999999999999
decision_type=2 2 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 6 4 -4 -5 7 -3 9 10 14 13 -13 -10 15 23 -17 18 -16 -19 21 22 -14 -1
right_child=1 2 3 5 -6 -7 -8 -9 11 -11 -12 12 20 -15 17 16 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=2.0587686181946785e-05 0.00093266527394515297 -0.000102932890047741 -0.00016813096101227424 0.00037892879811816493 0.0013409780168179765 -0.0010850186391047534 0.00050348771988357609 -0.00088784901486345326 0.00090525264902365399 -0.00083590949280000373 0.00053267484788117566 -0.00086872723901107332 0.00014137308368890672 -4.0985232546176232e-05 7.6747966566297299e-05 0.00086839171356899007 7.6860962267095845e-05 -0.0002450864346067005 -0.0010808351191666642 0.00021595538269072765 -0.00043514318039766038 0.00068563627633244379 -4.9893851839228121e-05 -0.00049390814545713932
leaf_weight=52 57 46 52 53 91 52 49 58 67 64 70 50 911 56 53 46 141 289 54 130 55 58 1127 47
leaf_count=52 57 46 52 53 91 52 49 58 67 64 70 50 911 56 53 46 141 289 54 130 55 58 1127 47
internal_value=0 0.00021339 0.000109107 0.000306975 0.000786487 -0.000338277 -0.00020627 -0.000548546 5.7159e-06 -8.68584e-05 -3.15773e-05 4.37512e-05 1.96824e-05 0.00046779 -8.12279e-05 0.000103003 0.000275947 -0.000182956 -0.000499802 -0.000100089 4.07141e-05 5.35913e-05 3.52021e-05 -0.000215399
internal_weight=0 458 401 248 143 105 153 104 3270 946 882 2324 2201 123 812 286 187 526 107 419 2151 2096 2038 99
internal_count=3728 458 401 248 143 105 153 104 3270 946 882 2324 2201 123 812 286 187 526 107 419 2151 2096 2038 99
is_linear=0
shrinkage=0.0995203


Tree=6984
num_leaves=22
num_cat=0
split_feature=30 8 8 8 3 18 17 3 17 5 3 4 4 2 8 18 8 17 5 6 20
split_gain=0.00313552 0.00261491 0.00444138 0.029572 0.00349368 0.00315721 0.00350858 0.00325448 0.00281705 0.00160647 0.00201346 0.00519202 0.00355243 0.00373287 0.00239035 0.00158928 0.0016666 0.00355129 0.00156541 0.00218898 0.00207196
threshold=0.12577500000000003 -0.024819999999999998 -0.076394999999999991 -0.074204999999999993 0.13730000000000006 0.11835500000000003 0.024055000000000003 0.090360000000000024 0.061900000000000018 -0.54165499999999989 0.10892000000000003 0.10543500000000001 0.10777500000000002 -0.095204999999999998 -0.0077949999999999998 0.22074500000000005 -0.078704999999999997 -0.072334999999999997 0.11083500000000003 0.11481500000000001 -0.0078249999999999986
decision_type=2 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 9 6 7 -5 -8 -3 11 14 13 -12 -11 16 18 -18 19 -1 -20
right_child=-2 4 3 5 -6 -7 8 -9 -10 10 12 -13 -14 -15 -16 -17 17 -19 20 -21 -22
leaf_value=-4.9439691610614263e-05 -0.00087256104802544766 0.00058047835044413611 -0.0021863026485482648 0.0005181122341504031 0.00068072765082393435 -0.00073975304814104747 0.0010031324219999581 -0.00030326419887227252 3.5524902125654461e-06 0.00045929742665046914 0.00066965443386446041 0.00085769651650910775 -0.00083126595171390265 -0.00040882571685700982 -9.1399952347504185e-05 -0.00054508246703950506 -0.00028254288386299456 0.00072767470398189457 0.000640638257655403 -0.00065828463663476625 -2.4916108066185994e-05
leaf_weight=1632 46 50 75 59 90 59 57 242 58 91 54 76 73 77 546 58 57 84 74 61 118
leaf_count=1632 46 50 75 59 90 59 57 242 58 91 54 76 73 77 546 58 57 84 74 61 118
internal_value=0 -4.46108e-05 -9.78212e-05 -0.000349521 8.7213e-05 -5.77787e-05 3.69759e-05 -0.000139544 0.000506115 3.11271e-05 2.80673e-07 8.00514e-05 -0.000274513 2.94896e-05 -1.14437e-05 -3.1001e-05 -1.58799e-05 0.000313483 -4.09509e-05 -7.18604e-05 0.000227336
internal_weight=0 3691 2634 550 1057 475 416 301 115 967 917 713 204 131 637 2084 2026 141 1885 1693 192
internal_count=3737 3691 2634 550 1057 475 416 301 115 967 917 713 204 131 637 2084 2026 141 1885 1693 192
is_linear=0
shrinkage=0.0995203


Tree=6985
num_leaves=26
num_cat=0
split_feature=30 3 17 17 9 9 3 17 3 2 9 9 0 0 3 9 27 0 9 4 2 9 26 6 3
split_gain=0.00254166 0.00235085 0.00275096 0.0400309 0.00218702 0.00860346 0.00306461 0.00290601 0.00373608 0.00263817 0.00226309 0.00225234 0.001687 0.00357486 0.00179236 0.00164389 0.00107099 0.00114426 0.00184489 0.00338316 0.00205455 0.00519656 0.00486105 0.0016376 0.0015795
threshold=0.12577500000000003 0.097880000000000023 0.043850000000000007 0.056905000000000011 0.091405000000000028 0.092150000000000024 0.093615000000000018 -0.036600000000000001 0.092835000000000015 -0.081559999999999994 0.090150000000000022 0.089255000000000015 -0.077544999999999989 -0.080614999999999992 0.083725000000000022 0.09550500000000002 -0.0027049999999999995 -0.20796499999999998 0.089025000000000021 0.11860000000000002 -0.072624999999999981 0.11351500000000002 0.096535000000000024 -0.25061999999999995 0.10850000000000003
decision_type=2 2 2 2 2 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 6 -6 10 8 -7 -9 11 -1 13 14 -5 -14 -3 -18 19 24 22 -22 -20 -21 -19
right_child=-2 16 3 12 5 7 -8 9 -10 -11 -12 -13 15 -15 -16 -17 17 18 20 23 21 -23 -24 -25 -26
leaf_value=4.7174221721089215e-05 -0.00078572363797329648 0.00046463362672896961 -0.0029228508766592754 0.00049455111412703527 -0.0013357110047858801 -0.00077684393423702719 -0.00065161912218101897 -0.00021683539462862667 0.00019581459154897551 0.00070137963224909175 0.00062096159059937383 -0.00058154457657231672 -0.00083794210656297084 0.00077972995153516582 -0.00014261769614592063 0 0.00038951488207561338 -7.833452318952126e-05 0.0001117259883852068 -0.00011730599251719148 -0.00056650663436791425 0.00030697488970259394 0.0010457073803256359 0.00049342281193355151 -0.00054663084950558663
leaf_weight=1258 46 64 52 50 61 83 65 51 72 75 65 59 46 58 334 46 89 135 356 77 124 147 66 95 163
leaf_count=1258 46 64 52 50 61 83 65 51 72 75 65 59 46 58 334 46 89 135 356 77 124 147 66 95 163
internal_value=0 -4.01711e-05 -9.94309e-05 -0.000286789 -3.7603e-05 -0.000264073 1.53577e-05 -2.85264e-05 -0.000319747 0.000323224 4.73202e-05 1.83868e-05 -2.85601e-05 5.04924e-05 -5.75211e-05 -0.000417254 6.61537e-05 4.51303e-05 1.80719e-05 -0.000133302 0.000121917 -8.96786e-05 0.000259739 0.000215256 -0.00033723
internal_weight=0 3691 2375 586 1789 342 1447 281 155 126 1382 1317 534 442 384 92 1316 1252 1163 470 693 271 422 172 298
internal_count=3737 3691 2375 586 1789 342 1447 281 155 126 1382 1317 534 442 384 92 1316 1252 1163 470 693 271 422 172 298
is_linear=0
shrinkage=0.0995203


Tree=6986
num_leaves=20
num_cat=0
split_feature=17 18 0 26 4 0 17 0 17 2 2 1 1 6 6 1 3 6 18
split_gain=0.0023201 0.0141646 0.0175629 0.0024879 0.00274668 0.00485181 0.0017165 0.0031167 0.00272374 0.00167052 0.00399315 0.00157387 0.00265704 0.00155114 0.00424552 0.00681331 0.00354919 0.00231977 0.00159725
threshold=-0.067414999999999989 -0.092084999999999986 -0.083995 -0.23202999999999999 0.13849500000000003 -0.066264999999999991 -0.078119999999999995 -0.084759999999999988 -0.083000000000000004 0.12875500000000004 0.10003000000000002 -0.50954999999999984 -0.49367499999999997 0.089430000000000023 0.092405000000000029 -0.082039999999999988 0.094285000000000022 0.088565000000000019 -0.022504999999999997
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 -3 13 -6 8 -8 9 10 11 -1 -13 17 15 -15 -16 18 -5
right_child=1 3 -4 4 5 -7 7 -9 -10 -11 -12 12 -14 14 16 -17 -18 -19 -20
leaf_value=0.00055804427086389116 -0.00013619697155731544 -0.0007059030656218617 -0.0026916723432135851 -0.00024991006951802718 -0.00019274115876168106 0.0010193091652928757 0.00084454416658124069 -0.00019796083610626886 -0.00060851971047454743 -0.00047128993168564157 0.00086793070828178743 -0.00064280966532467496 5.0310364567248146e-05 -0.0015470824700687137 0.00030135401604855104 -0.00016316806715741864 -0.00027349406884180096 0.0005798075771235318 1.8792338704552082e-05
leaf_weight=55 65 56 46 271 64 65 70 46 64 56 61 58 974 54 181 106 257 64 1124
leaf_count=55 65 56 46 271 64 65 70 46 64 56 61 58 974 54 181 106 257 64 1124
internal_value=0 -0.000104893 -0.0012026 -5.01811e-05 -3.30086e-05 0.000411636 5.72336e-05 0.00042408 2.30279e-05 5.72785e-05 8.37754e-05 3.90173e-05 1.05627e-05 -6.12915e-05 -0.000196321 -0.000635356 -3.40737e-05 -5.38594e-06 -3.28204e-05
internal_weight=0 2353 111 2242 2186 129 1384 116 1268 1204 1148 1087 1032 2057 598 160 438 1459 1395
internal_count=3737 2353 111 2242 2186 129 1384 116 1268 1204 1148 1087 1032 2057 598 160 438 1459 1395
is_linear=0
shrinkage=0.0995203


Tree=6987
num_leaves=21
num_cat=0
split_feature=27 0 1 5 5 5 6 1 5 6 3 2 6 2 19 2 8 2 11 8
split_gain=0.00223845 0.00327063 0.00212743 0.00390452 0.0253926 0.00418844 0.00417132 0.00297466 0.00264553 0.00217231 0.0074233 0.00333446 0.00277365 0.00164947 0.00121358 0.00119575 0.00265942 0.00248032 0.00101007 0.00123108
threshold=0.10530500000000002 -0.063914999999999986 -0.07002499999999999 -0.0080599999999999995 -0.0096449999999999991 -0.011964999999999998 0.11816500000000002 -0.081394999999999981 -0.015214999999999999 0.11816500000000002 0.10850000000000003 -0.073369999999999991 0.10681500000000003 -0.070354999999999987 0.13872000000000004 -0.089054999999999995 -0.080724999999999991 -0.085944999999999994 1.0000000180025095e-35 -0.49499500000000002
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 5 8 7 15 13 12 11 -11 14 -1 18 16 -5 -17 19 -4
right_child=1 -3 9 6 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 17 -18 -19 -20 -21
leaf_value=-0.00017498197417099577 -2.0095915986075706e-05 -0.0010893545830706053 -0.00043712130460981036 0.00084359878295975149 -0.0023992662951640661 -0.00086119137068115686 -0.00080521439056145899 0.00085048610004478974 0.00055197802718283818 0.00034073497124988036 -0.00041403948455791679 0.0015607121583843865 -0.00063480621991588164 0.00032601285110205947 0.00052057379497720481 -0.00056497849236933535 4.4210743283670708e-05 6.4889993177107445e-05 0.00047841193487183764 2.1213096770802639e-05
leaf_weight=495 71 49 60 54 52 68 53 50 67 46 65 47 64 74 49 76 185 328 46 1738
leaf_count=495 71 49 60 54 52 68 53 50 67 46 65 47 64 74 49 76 185 328 46 1738
internal_value=0 -0.000463532 -2.59848e-05 -0.000116689 -0.000276232 -0.000118254 4.38947e-05 0.000110015 -3.75335e-05 3.80435e-05 0.000393131 0.000966085 8.95685e-06 -0.000108388 3.11541e-05 5.11625e-05 0.000228251 -5.15739e-05 1.7705e-05 5.46298e-06
internal_weight=0 120 3617 1502 756 704 746 693 636 2115 158 93 1957 569 1893 643 239 404 1844 1798
internal_count=3737 120 3617 1502 756 704 746 693 636 2115 158 93 1957 569 1893 643 239 404 1844 1798
is_linear=0
shrinkage=0.0995203


Tree=6988
num_leaves=17
num_cat=0
split_feature=4 18 17 18 17 0 0 18 6 18 18 8 6 6 6 20
split_gain=0.0117915 0.00825993 0.00401804 0.0514623 0.0029835 0.00250231 0.00216669 0.00310852 0.00292073 0.00215237 0.00295557 0.00193795 0.00187198 0.00703311 0.00599771 0.00151667
threshold=0.15615500000000004 0.26473000000000008 0.0036400000000000009 -0.085454999999999989 0.033280000000000011 -0.082494999999999999 0.11291000000000002 0.15374500000000005 -0.007045 -0.098315 0.0020050000000000003 -0.052214999999999998 0.10877500000000002 0.11816500000000002 0.098855000000000012 -0.009049999999999999
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 -5 7 8 15 -8 -11 -10 14 -14 -6 -1
right_child=-2 -3 3 4 12 -7 9 -9 11 10 -12 -13 13 -15 -16 -17
leaf_value=-0.00013994420272395571 0.0014633601138275903 -0.0011536994199276302 -0.0025509120126554984 -1.7722819480243843e-05 4.690896714456309e-05 -0.00099656219305296325 0.0001599797690034505 -0.00069212701255825626 7.883577839517461e-05 -0.0012273580221934405 -0.0001022179584712464 0.00038427745945714494 0.0012142522761503932 -0.00019768681506325322 -0.0011272761536165379 8.5877559970768815e-05
leaf_weight=847 49 71 87 53 672 54 47 59 785 46 50 284 58 86 46 447
leaf_count=847 49 71 87 53 672 54 47 59 785 46 50 284 58 86 46 447
internal_value=0 -8.99156e-05 -6.8831e-05 -0.000232222 -2.31978e-05 -0.000519367 -1.24438e-06 2.06606e-05 3.88041e-05 -0.000377975 -0.000649875 0.000160748 3.74421e-05 0.000365326 -2.71773e-05 -6.13036e-05
internal_weight=0 3692 3621 1056 969 107 2565 2422 2363 143 96 1069 862 144 718 1294
internal_count=3741 3692 3621 1056 969 107 2565 2422 2363 143 96 1069 862 144 718 1294
is_linear=0
shrinkage=0.0995203


Tree=6989
num_leaves=17
num_cat=0
split_feature=4 18 9 9 18 3 0 3 5 18 5 5 5 3 3 3
split_gain=0.00956321 0.00669572 0.00363109 0.0170579 0.0377214 0.00282778 0.00191395 0.00525787 0.0014829 0.00159515 0.00150953 0.00519253 0.00341373 0.00137018 0.013887 0.00475071
threshold=0.15615500000000004 0.26473000000000008 0.085665000000000033 0.08488500000000003 -0.077844999999999998 0.085295000000000024 -0.23099 0.10648500000000002 0.63455500000000009 0.15614500000000003 -0.01554 -0.025879999999999997 -0.0078499999999999976 0.086965000000000028 0.087745000000000031 0.085845000000000019
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 -6 7 -1 9 10 11 -4 -12 15 -15 -8
right_child=-2 -3 8 4 5 -7 13 -9 -10 -11 12 -13 -14 14 -16 -17
leaf_value=-0.0010727075873258052 0.0013177261623241268 -0.0010388829863438012 2.9227315486379371e-05 -0.0031487946021498325 -0.00051110930938647232 0.00053662955959974529 -1.9235643432169989e-05 0.0003044293818166769 -0.00050223102604716422 -0.00050179626283924081 0.00064612465789643035 -0.00091075445281412718 7.2693050645520021e-05 -0.0016741127062922352 -9.0091221387927829e-07 0.00086367074468085862
leaf_weight=62 49 71 937 59 51 51 524 48 51 52 119 62 798 53 686 68
leaf_count=62 49 71 937 59 51 51 524 48 51 52 119 62 798 53 686 68
internal_value=0 -8.10334e-05 -6.2026e-05 -0.000173974 -0.00114582 4.73439e-06 -6.48229e-05 -0.000464333 2.63949e-05 4.051e-05 5.56554e-05 -2.82905e-05 0.000148001 -3.11905e-05 -0.000122009 8.07965e-05
internal_weight=0 3692 3621 1602 161 102 1441 110 2019 1968 1916 999 917 1331 739 592
internal_count=3741 3692 3621 1602 161 102 1441 110 2019 1968 1916 999 917 1331 739 592
is_linear=0
shrinkage=0.0995203


Tree=6990
num_leaves=16
num_cat=0
split_feature=4 18 17 18 17 3 0 3 10 18 6 3 17 5 29
split_gain=0.00776695 0.00540886 0.00356747 0.0400386 0.0022257 0.00583219 0.00178164 0.00220461 0.00329597 0.00201776 0.00245042 0.0020027 0.00171606 0.00228621 0.00124854
threshold=0.15221500000000004 0.26473000000000008 0.0036400000000000009 -0.085454999999999989 0.033280000000000011 0.091475000000000015 0.11291000000000002 0.10426500000000002 0.086165000000000019 0.15374500000000005 -0.007045 0.11926500000000002 0.048755000000000014 -0.014739999999999998 0.0061000000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 9 -8 -9 10 14 -12 -6 -14 -1
right_child=-2 -3 3 4 12 -7 7 8 -10 -11 11 -13 13 -15 -16
leaf_value=-2.4666644720817512e-05 0.0010854702184917712 -0.00093549310640368125 -0.0022565291292753835 0.00026030795046776839 0.00053027932511597595 -0.0011996504025560235 -0.00090408261829646281 0.00050597693880155494 -0.00065878549182796773 -0.00055780881151469314 0.00011678880360807308 0.0006903858025213924 -9.7773908076958735e-05 0.00032268832806911111 -0.00042504359965162995
leaf_weight=1207 58 71 87 54 62 53 46 49 47 57 1003 65 639 160 83
leaf_count=1207 58 71 87 54 62 53 46 49 47 57 1003 65 639 160 83
internal_value=0 -7.45209e-05 -5.73704e-05 -0.000211369 -2.67125e-05 -0.000455198 5.8483e-06 -0.000336323 -5.5744e-05 2.63067e-05 4.07737e-05 0.000152465 2.55865e-05 -1.25516e-05 -5.10619e-05
internal_weight=0 3683 3612 1055 968 107 2557 142 96 2415 2358 1068 861 799 1290
internal_count=3741 3683 3612 1055 968 107 2557 142 96 2415 2358 1068 861 799 1290
is_linear=0
shrinkage=0.0995203


Tree=6991
num_leaves=19
num_cat=0
split_feature=4 18 9 9 17 5 17 0 17 36 3 10 1 1 1 3 0 1
split_gain=0.00640401 0.00439813 0.00296272 0.0138679 0.0355493 0.00337209 0.00174871 0.00562719 0.00732223 0.00186827 0.00242907 0.00133163 0.00164846 0.00403651 0.00377008 0.00711149 0.00495314 0.00244667
threshold=0.15615500000000004 0.26473000000000008 0.085665000000000033 0.08488500000000003 -0.0038549999999999999 -0.0083599999999999994 0.11180000000000002 -0.085605000000000001 0.24923500000000007 0.087755000000000014 0.082595000000000016 0.090150000000000022 -0.079844999999999985 -0.078729999999999994 -0.083284999999999984 0.089605000000000018 -0.081094999999999987 -0.077429999999999985
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 -5 9 8 -8 10 -1 12 14 -14 16 -16 -4 -15
right_child=-2 -3 11 4 -6 -7 7 -9 -10 -11 -12 -13 13 17 15 -17 -18 -19
leaf_value=0.00043155399407168135 0.0010785596472701901 -0.00084239262336864215 -0.00048952225945428514 -0.00058181686397147919 -0.0033314412703103371 0.00050139754994278087 -0.0015323558804203135 0.00042312260923527535 2.2198898920205579e-05 -0.00053983441583638193 -3.1726105892919996e-05 -0.00038384108316222217 -0.00087260672991723153 0.00060721081028118314 7.5483162148075818e-05 0.00151920712349189 0.00026273900448200473 -9.416485065350287e-06
leaf_weight=125 49 71 124 61 47 53 59 61 59 63 1074 74 52 67 91 55 287 1269
leaf_count=125 49 71 124 61 47 53 59 61 59 63 1074 74 52 67 91 55 287 1269
internal_value=0 -6.59444e-05 -5.04938e-05 -0.000151637 -0.00102792 -7.10363e-05 -5.3164e-05 -0.000344422 -0.000748141 -1.12038e-05 1.58897e-05 2.93541e-05 4.54955e-05 -1.19899e-05 0.000190214 0.000624959 3.37876e-05 2.08945e-05
internal_weight=0 3692 3621 1602 161 114 1441 179 118 1262 1199 2019 1945 1388 557 146 411 1336
internal_count=3741 3692 3621 1602 161 114 1441 179 118 1262 1199 2019 1945 1388 557 146 411 1336
is_linear=0
shrinkage=0.0995203


Tree=6992
num_leaves=9
num_cat=0
split_feature=17 23 12 22 26 11 11 8
split_gain=0.00607476 0.00200212 0.00221668 0.00150806 0.00144913 0.0028575 0.00466712 0.00134858
threshold=-0.57205499999999987 -0.046924999999999994 0.095920000000000019 0.12953000000000006 -0.2382 -0.37931999999999999 -0.090469999999999995 -0.07106999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=-1 7 3 4 -3 -6 -7 -2
right_child=1 2 -4 -5 5 6 -8 -9
leaf_value=-0.0010513091427816193 -2.6013665619604458e-05 0.00043862735629416119 0.00071399447864754014 -0.0004280454511236739 -0.00065582885779896989 0.0010217222935585933 2.2266009957357594e-05 -0.00076043550927783286
leaf_weight=53 51 86 47 71 60 47 3273 53
leaf_count=53 51 86 47 71 60 47 3273 53
internal_value=0 2.16887e-05 3.43903e-05 2.51282e-05 3.46476e-05 2.41266e-05 3.66615e-05 -0.000408158
internal_weight=0 3688 3584 3537 3466 3380 3320 104
internal_count=3741 3688 3584 3537 3466 3380 3320 104
is_linear=0
shrinkage=0.0995203


Tree=6993
num_leaves=10
num_cat=0
split_feature=18 23 12 7 6 4 21 4 3
split_gain=0.00682587 0.00164429 0.0017868 0.00131082 0.00217711 0.00184022 0.00292097 0.00154117 0.00124563
threshold=0.31690500000000005 -0.046924999999999994 0.095920000000000019 -0.009689999999999999 -0.46885499999999997 0.11805500000000003 0.10143500000000001 0.10495500000000003 0.13451500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -5 7 -7 -6 -1
right_child=-2 2 -4 4 5 6 -8 -9 -10
leaf_value=-0.00068720170410764623 -0.0011732394395763911 -0.00035863948921753948 0.000642937640129987 0.00053804836618638401 1.9097208897002171e-05 -0.00072799372916713923 0.00012332290540128133 0.00029430191739608088 0
leaf_weight=56 48 86 47 83 2999 81 76 217 48
leaf_count=56 48 86 47 83 2999 81 76 217 48
internal_value=0 2.11447e-05 3.26585e-05 2.43294e-05 3.40962e-05 2.14526e-05 -0.000310677 3.79212e-05 -0.000368321
internal_weight=0 3693 3589 3542 3456 3373 157 3216 104
internal_count=3741 3693 3589 3542 3456 3373 157 3216 104
is_linear=0
shrinkage=0.0995203


Tree=6994
num_leaves=12
num_cat=0
split_feature=18 23 9 9 4 26 9 8 4 6 9
split_gain=0.00553522 0.0013327 0.00216461 0.00207661 0.00356061 0.00385733 0.00264638 0.00174259 0.001483 0.00165126 0.00148201
threshold=0.31690500000000005 -0.046924999999999994 -0.063329999999999984 0.11351500000000002 0.12498500000000003 0.15222000000000005 0.10892000000000003 -0.051259999999999993 0.14646500000000004 -0.48214499999999999 -0.093949999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 7 8 -5 9 -3 -11
right_child=-2 3 -4 4 -6 -7 -8 -9 -10 10 -12
leaf_value=0.00013545746062480248 -0.0010564785171209093 0.00060903515250741464 -0.00076239233123464971 0.00017543143229772901 0.001082224638727106 0.00079115442553682016 -0.00070180431448779495 -0.00054963177405670347 -0.00050603167182340484 -0.00028153593899810808 3.5515117570486598e-05
leaf_weight=49 48 48 55 64 48 58 51 65 52 153 3050
leaf_count=49 48 48 55 64 48 58 51 65 52 153 3050
internal_value=0 1.90672e-05 -0.000331496 2.94537e-05 0.000315549 0.000114377 9.16423e-06 -0.000183565 2.03898e-05 2.90618e-05 2.01147e-05
internal_weight=0 3693 104 3589 235 187 3354 129 3303 3251 3203
internal_count=3741 3693 104 3589 235 187 3354 129 3303 3251 3203
is_linear=0
shrinkage=0.0995203


Tree=6995
num_leaves=8
num_cat=0
split_feature=1 4 20 3 1 18 17
split_gain=0.0116189 0.00136921 0.00129978 0.00160498 0.0011931 0.00109309 0.00116146
threshold=-0.55579999999999996 0.15028500000000003 0.27420500000000009 -0.14674999999999996 -0.51744999999999985 0.30956000000000011 0.0084900000000000028
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.0014724521743619628 0.00051764552617371577 -0.00040948793335017595 -0.00046333766314512516 0.00053082816358743918 5.3827423964940701e-05 0.00049223067753740267 -7.638210500593975e-05
leaf_weight=52 69 70 51 47 2471 49 932
leaf_count=52 69 70 51 47 2471 49 932
internal_value=0 2.55654e-05 3.42066e-05 4.15478e-05 3.19252e-05 2.48954e-05 1.79256e-05
internal_weight=0 3689 3619 3568 3499 3452 3403
internal_count=3741 3689 3619 3568 3499 3452 3403
is_linear=0
shrinkage=0.0995203


Tree=6996
num_leaves=19
num_cat=0
split_feature=7 19 17 6 6 6 9 6 6 6 18 3 17 26 0 17 17 18
split_gain=0.00942598 0.00144432 0.00120766 0.00330283 0.0202568 0.00368024 0.00268532 0.00695632 0.00376119 0.00268468 0.00215171 0.00167976 0.00154978 0.00559647 0.00454501 0.00149647 0.00171636 0.00149226
threshold=0.10781500000000002 0.13612500000000002 -0.036600000000000001 0.08785500000000003 0.089725000000000013 0.086420000000000011 0.092465000000000033 0.09840500000000002 0.092120000000000021 0.08463500000000003 -0.091869999999999993 0.11868500000000003 -0.0065549999999999992 0.10353500000000003 -0.087184999999999999 -0.0038549999999999999 -0.000475 -0.10726999999999999
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 9 8 -8 -6 11 17 -1 13 14 -12 -14 -17 -4
right_child=-2 -3 10 4 6 -7 7 -9 -10 -11 12 -13 15 -15 -16 16 -18 -19
leaf_value=6.9982972032586673e-05 -0.0014239811315222403 0.00043031627236985934 9.7477795276565903e-05 -0.0022794449937456637 0.00087471403427692783 0.0008434639038962915 -0.0013757764907961368 0.00018130073281406658 -7.8217303197490999e-05 -0.00070554281421268726 0.00051896745066165866 -0.00026816217551807616 -0.00046850853981198761 0.0011182548645644935 -0.00026320559480637042 0.00045708015662882477 -1.9014135857385771e-05 0.00088722653205470711
leaf_weight=881 46 79 50 46 54 51 47 70 166 54 121 174 69 57 187 79 1466 50
leaf_count=881 46 79 50 46 54 51 47 70 166 54 121 174 69 57 187 79 1466 50
internal_value=0 9.35158e-06 0 -6.65343e-05 -0.000320038 1.64599e-05 -5.01524e-05 -0.000437195 0.000151963 -2.08337e-05 4.96766e-05 1.34371e-05 2.64806e-05 0.000211825 4.14188e-05 -1.49272e-05 4.8e-06 0.000500539
internal_weight=0 3701 3622 1543 383 1160 337 117 220 1109 2079 1055 1979 365 308 1614 1545 100
internal_count=3747 3701 3622 1543 383 1160 337 117 220 1109 2079 1055 1979 365 308 1614 1545 100
is_linear=0
shrinkage=0.0995203


Tree=6997
num_leaves=14
num_cat=0
split_feature=4 9 26 26 21 5 5 17 9 0 17 9 20
split_gain=0.00833853 0.00131867 0.00319622 0.00272244 0.00140205 0.00198729 0.00113758 0.00157504 0.00357711 0.00424547 0.0027182 0.00124551 0.00123982
threshold=0.15730000000000002 0.11408000000000003 0.26711000000000013 0.15222000000000005 0.10366000000000002 -0.06515 0.62931500000000018 -0.078119999999999995 0.087495000000000031 -0.081604999999999997 -0.069799999999999987 0.08888500000000002 -0.077299999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -3 7 8 9 -1 -9 -12 -10
right_child=-2 3 -4 -5 -6 -7 -8 10 12 -11 11 -13 -14
leaf_value=-0.00048560856040318252 -0.0013105828127661558 0.00021437094633739565 -0.00067606796889857501 0.00082442383655076249 0.00048797730424854021 -0.00060433128372809131 0.00038872672540373913 0.00065394686474443521 0.00032886660688263072 3.1037670676862511e-05 8.4814168382536136e-05 -7.2163457021593686e-05 -6.8553938531283019e-06
leaf_weight=349 48 64 69 59 48 53 76 71 164 282 1368 785 311
leaf_count=349 48 64 69 59 48 53 76 71 164 282 1368 785 311
internal_value=0 9.50824e-06 -5.34767e-06 0.000243628 3.09885e-05 -0.000149497 7.99969e-06 -4.43752e-07 -9.77433e-05 -0.000253417 4.75754e-05 2.71987e-05 0.000107334
internal_weight=0 3699 3475 224 165 117 3406 3330 1106 631 2224 2153 475
internal_count=3747 3699 3475 224 165 117 3406 3330 1106 631 2224 2153 475
is_linear=0
shrinkage=0.0995203


Tree=6998
num_leaves=22
num_cat=0
split_feature=23 19 9 9 6 2 2 9 3 3 3 3 1 2 18 17 17 4 17 4 6
split_gain=0.0114055 0.00112177 0.00104936 0.00582442 0.00701058 0.00154179 0.00311932 0.00193043 0.00198313 0.00140322 0.00398581 0.00242512 0.0021026 0.00171061 0.00158898 0.00129077 0.0031092 0.00166022 0.00161114 0.00159254 0.000955068
threshold=-0.068919999999999995 0.13612500000000002 0.084565000000000015 0.08486500000000001 0.08481000000000001 -0.084674999999999986 -0.086414999999999992 0.084055000000000032 0.083815000000000014 0.08666500000000002 0.086285000000000014 0.087445000000000023 -0.089520000000000002 -0.043929999999999997 -0.010145 -0.065004999999999993 -0.081244999999999998 0.14646500000000004 -0.087329999999999991 0.11541000000000003 0.085465000000000027
decision_type=2 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 -2 10 12 14 -5 -13 -11 16 18 19 -7 -17 -8
right_child=1 -3 3 9 -6 15 20 -9 -10 11 -12 13 -14 -15 -16 17 -18 -19 -20 -21 -22
leaf_value=-0.0015639754418236918 0.00032172938400734842 0.00038627470290490728 3.9279041312045061e-05 0.00043928076386891876 -0.0016814102848939916 -0.00010643473107775532 0.00040021736676764698 0.0006172319746987542 -0.0002727341009152447 0.00010744667865396807 -0.0010423233062861151 -1.6384144428794073e-05 -0.00020058020448495849 0.00050770764744919239 0.00092198889826694563 2.6627780998762818e-05 -0.00081269132797470321 -0.00042055553592316449 0.00052294572461774528 0.00039245421547860738 0.0010816369105370312
leaf_weight=46 90 78 46 66 46 279 46 54 144 52 47 1692 218 64 48 343 57 54 47 184 46
leaf_count=46 90 78 46 66 46 279 46 54 144 52 47 1692 218 64 48 343 57 54 47 184 46
internal_value=0 1.27342e-05 4.46623e-06 -3.64239e-05 -0.000812168 7.4412e-05 0.00024425 7.99045e-05 -4.05959e-05 -3.41648e-06 -0.000192517 2.98668e-05 -4.89976e-05 2.25098e-06 0.000506613 6.61412e-06 -0.000134309 0.000100921 -1.31846e-05 0.000155908 0.000749826
internal_weight=0 3701 3623 2279 92 1344 380 288 234 2187 331 1856 284 1756 100 964 383 581 326 527 92
internal_count=3747 3701 3623 2279 92 1344 380 288 234 2187 331 1856 284 1756 100 964 383 581 326 527 92
is_linear=0
shrinkage=0.0995203


Tree=6999
num_leaves=14
num_cat=0
split_feature=23 3 17 3 17 3 6 6 6 1 1 0 0
split_gain=0.00924955 0.00102144 0.00580846 0.00264504 0.00159141 0.00188273 0.00308159 0.00128361 0.00230794 0.00116333 0.0011027 0.000928872 0.00162722
threshold=-0.068919999999999995 0.086895000000000014 -0.16207999999999997 0.087170000000000011 -0.12118 0.086130000000000026 0.08734500000000002 0.088915000000000022 0.085570000000000021 -0.50954999999999984 -0.49837999999999999 0.12461500000000002 0.036480000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 7 -7 8 -6 -5 -11 12 -12
right_child=1 3 4 9 5 6 -8 -9 -10 10 11 -13 -14
leaf_value=-0.0014083283091118118 -0.00083748107210221108 0.00072660901976747197 0.0004060260969561331 0.00038685647746282702 -6.7590995563515885e-05 -0.00083126003198045681 0.00020553396774617295 -0.00040943191778503371 0.00034416781867361825 -0.00042386762515034309 2.3550161620780097e-05 -0.00036303144547971398 0.00059259038269526582
leaf_weight=46 90 55 87 87 412 70 46 62 199 55 2428 59 51
leaf_count=46 90 55 87 87 412 70 46 62 199 55 2428 59 51
internal_value=0 1.15549e-05 -7.61134e-05 4.28186e-05 1.17479e-06 -4.24291e-05 -0.000413061 2.02375e-05 6.51772e-05 2.84802e-05 1.61403e-05 2.59981e-05 3.55872e-05
internal_weight=0 3701 966 2735 876 789 116 673 611 2680 2593 2538 2479
internal_count=3747 3701 966 2735 876 789 116 673 611 2680 2593 2538 2479
is_linear=0
shrinkage=0.0995203


Tree=7000
num_leaves=14
num_cat=0
split_feature=4 9 3 0 4 4 10 5 2 17 3 0 8
split_gain=0.00154329 0.0081191 0.00639879 0.00493831 0.00213593 0.00268172 0.00183041 0.00236193 0.00169385 0.0026724 0.0020619 0.0012743 0.00202732
threshold=0.12061000000000001 0.11408000000000003 0.14940500000000004 -0.067345000000000002 0.11706000000000001 0.11378500000000003 0.09056500000000002 0.63455500000000009 -0.085804999999999992 -0.55157999999999996 0.084065000000000015 -0.11524 -0.07034
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 11 -4 5 6 7 8 10 -10 -1 -2 -13
right_child=1 -3 3 -5 -6 -7 -8 -9 9 -11 -12 12 -14
leaf_value=0.00050731698068090091 -0.00069238524604964236 -0.0012705494587149789 0.0014502012605753863 0 0.00065751245705337525 -0.00070871437230147463 0.00065227388464921812 -0.00065361594999755867 -0.00069987801119981855 2.1457470868127073e-05 9.626038907287692e-05 0.00024378808793752271 -0.00053390585024930975
leaf_weight=149 56 56 46 47 56 47 49 48 52 2303 689 70 62
leaf_count=149 56 56 46 47 56 47 49 48 52 2303 689 70 62
internal_value=0 -0.000175862 3.93827e-05 0.000717159 4.71129e-05 3.66241e-05 4.75207e-05 3.81249e-05 4.87802e-05 5.18227e-06 0.000170325 -0.000291546 -0.000115291
internal_weight=0 337 281 93 3393 3337 3290 3241 3193 2355 838 188 132
internal_count=3730 337 281 93 3393 3337 3290 3241 3193 2355 838 188 132
is_linear=0
shrinkage=0.0995203


Tree=7001
num_leaves=12
num_cat=0
split_feature=19 9 7 8 26 9 12 0 5 19 8
split_gain=0.00160018 0.00174161 0.00618844 0.00583887 0.0023928 0.001503 0.000944408 0.000942982 0.00240869 0.000942701 0.000190663
threshold=0.14061500000000002 0.11296000000000002 0.085015000000000021 0.10068500000000002 0.11659500000000002 0.10892000000000003 -0.082629999999999995 -0.229625 -0.086109999999999992 -0.07525999999999998 -0.069785
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 10 6 -1 8 -8 -9 -3
right_child=-2 3 -4 -5 -6 -7 7 9 -10 -11 -12
leaf_value=-0.00041985470836309805 0.00058377503340764148 -0.00014575397595941573 0.00088908622849099878 -0.001102691575280318 0.00039838662318585484 -0.00053286530571746435 -0.00049863580270825781 -0.00035197873123328776 0.00036626060199418224 4.8224876211079534e-05 -0.00046345306363120323
leaf_weight=47 50 47 82 59 91 49 99 59 46 3053 48
leaf_count=47 50 47 82 59 91 49 99 59 46 3053 48
internal_value=0 1.62587e-05 3.47514e-05 -0.000239675 2.9676e-05 1.36139e-05 2.19662e-05 2.85932e-05 -0.000218609 4.03744e-05 -0.000314893
internal_weight=0 3680 3435 245 186 3353 3304 3257 145 3112 95
internal_count=3730 3680 3435 245 186 3353 3304 3257 145 3112 95
is_linear=0
shrinkage=0.0995203


Tree=7002
num_leaves=16
num_cat=0
split_feature=35 19 0 9 11 18 2 2 21 6 26 0 6 0 6
split_gain=0.00135393 0.0012613 0.00133874 0.00523599 0.00434744 0.00254011 0.00277069 0.00527548 0.00204128 0.0012741 0.00345305 0.00455783 0.00231745 0.00376626 0.00283546
threshold=0.004000000000000001 0.14061500000000002 -0.057604999999999996 0.11741500000000002 -0.090469999999999995 0.086510000000000017 0.12875500000000004 0.096520000000000022 0.09266000000000002 0.098855000000000012 0.11215000000000001 -0.072529999999999997 0.095080000000000012 -0.076154999999999987 0.092120000000000021
decision_type=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 -7 12 11 -11 14 -14 -6
right_child=-2 -3 3 -5 9 8 -8 -9 -10 10 -12 -13 13 -15 -16
leaf_value=0.00098923319395679415 -0.0005140278314480401 0.00052567764112480158 -0.00019943117562083688 -0.0010117694599818931 6.2816821791518735e-05 0.00066088797020770571 -0.00079486360819107794 0.00081739748099134092 -0.00015138998551755614 -0.00018690626247720176 -0.00089082259282465416 0.00081695992182200829 -9.6641816837047219e-05 0.0011060485488797673 -0.00044048713700693741
leaf_weight=48 46 50 318 58 2380 84 55 60 46 262 52 54 48 53 116
leaf_count=48 46 50 318 58 2380 84 55 60 46 262 52 54 48 53 116
internal_value=0 2.85337e-05 2.14682e-05 -0.000111181 4.90798e-05 -1.69487e-05 -0.000134163 -3.5864e-05 0.000367169 3.35837e-05 -0.000139066 -1.27688e-05 5.83638e-05 0.000526368 3.90981e-05
internal_weight=0 3684 3634 621 3013 563 433 378 130 2965 368 316 2597 101 2496
internal_count=3730 3684 3634 621 3013 563 433 378 130 2965 368 316 2597 101 2496
is_linear=0
shrinkage=0.0995203


Tree=7003
num_leaves=24
num_cat=0
split_feature=1 1 17 3 17 1 9 1 17 8 17 9 26 26 26 4 4 3 3 3 1 4 9
split_gain=0.00115624 0.00169324 0.00165474 0.00268536 0.00174709 0.00232607 0.00871651 0.0051576 0.00257266 0.00186819 0.00157932 0.00147073 0.0012527 0.00475137 0.00372867 0.00186628 0.0019794 0.00183858 0.00703734 0.00300981 0.00347966 0.00116826 0.00115959
threshold=-0.079844999999999985 -0.078729999999999994 0.10932500000000002 0.089810000000000015 0.0021900000000000005 -0.083284999999999984 0.08846500000000003 -0.085184999999999997 -0.013885 -0.086404999999999996 -0.0065549999999999992 0.085335000000000022 0.090385000000000021 0.089275000000000021 0.09112000000000002 0.14996500000000004 0.13881500000000005 0.091865000000000016 0.090135000000000021 0.094285000000000022 -0.071399999999999991 0.12719000000000005 -0.079864999999999992
decision_type=2 2 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 7 11 8 22 -6 -10 -7 13 15 -14 16 21 18 -16 -19 -21 -3 -1
right_child=1 12 3 -5 9 6 -8 -9 10 -11 -12 -13 14 -15 17 -17 -18 19 -20 20 -22 -23 -24
leaf_value=-0.00043737109605232645 -0.00054618404069179294 4.8506873289015257e-06 0.00088661057334247769 -2.0067572893347808e-05 0.00010693073769135103 -0.00047393152548463299 0.0015375695623568116 -0.00078102950759980066 0.0010214171813991042 -0.00069258952622154569 0.00017120914290323232 0.0002784918047252179 0.00091378668232216013 -0.00084549832026643357 0.00035682830242210061 -0.0005828895696381155 0.00062436750334587488 0.00066108564922886495 -0.0012418805926109376 -0.00068062233221636518 0.0001144266235899785 -0.00034194579352780897 7.8607300905877135e-05
leaf_weight=46 59 1403 65 61 53 47 50 70 46 60 46 56 52 72 62 56 49 84 48 62 449 103 631
leaf_count=46 59 1403 65 61 53 47 50 70 46 60 46 56 52 72 62 56 49 84 48 62 449 103 631
internal_value=0 -1.92096e-05 9.84617e-05 0.000441166 5.86432e-05 0.000101501 0.000458819 3.53646e-05 0.000110743 -0.000310349 0.000605212 -5.68992e-05 -6.13165e-06 -5.42713e-05 9.98135e-05 -1.84011e-05 1.40136e-06 3.86145e-05 -0.000333348 0.000108757 1.63607e-05 -1.83242e-05 4.2339e-05
internal_weight=0 2499 1231 126 1105 992 153 839 769 113 92 103 2440 1683 757 1611 1555 705 110 595 511 1506 677
internal_count=3730 2499 1231 126 1105 992 153 839 769 113 92 103 2440 1683 757 1611 1555 705 110 595 511 1506 677
is_linear=0
shrinkage=0.0995203


Tree=7004
num_leaves=14
num_cat=0
split_feature=20 23 8 0 5 5 3 26 6 19 6 0 6
split_gain=0.0276463 0.00479353 0.00336669 0.00154809 0.00163898 0.00316779 0.00190629 0.00127424 0.00209361 0.00141935 0.00149057 0.000901961 0.000682704
threshold=-0.40431 -0.022119999999999997 -0.014194999999999999 -0.233955 -0.46244499999999994 -0.50273499999999982 0.10377500000000002 0.26711000000000013 -0.074569999999999984 -0.10411999999999999 -0.095324999999999993 -0.15034 -0.109815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 12 9 -9 -6 -11 -8 -5
right_child=1 3 -4 4 7 -7 11 8 -10 10 -12 -13 -14
leaf_value=0.0023590638802099858 0.0001808752586766577 0.00044798731776097574 0.001326936989262856 0.00056795256279625528 0.00055601847634623809 -0.00082433427097855321 -2.3650737540554257e-05 -0.00068731828590046326 0.00017114020229228274 0.00021763993203473183 1.250052432802878e-05 -0.00063634161768452865 1.5728071662716172e-05
leaf_weight=52 58 85 48 47 54 65 53 61 50 406 2667 48 48
leaf_count=52 58 85 48 47 54 65 53 61 50 406 2667 48 48
internal_value=0 4.76864e-05 0.00070757 2.79413e-05 1.75033e-05 -0.000221958 -1.8013e-05 3.70579e-05 -0.00029325 4.90448e-05 3.98696e-05 -0.000322936 0.000297551
internal_weight=0 3690 106 3584 3499 261 196 3238 111 3127 3073 101 95
internal_count=3742 3690 106 3584 3499 261 196 3238 111 3127 3073 101 95
is_linear=0
shrinkage=0.0995203


Tree=7005
num_leaves=14
num_cat=0
split_feature=21 23 3 19 3 3 26 0 26 18 3 3 21
split_gain=0.0145909 0.00507899 0.00153728 0.00142515 0.00138319 0.0062018 0.00251413 0.00504736 0.00254071 0.00199171 0.000859583 0.00230263 0.00163068
threshold=-0.10962999999999999 -0.022119999999999997 0.12212000000000002 -0.10411999999999999 0.087445000000000023 0.087745000000000031 0.089365000000000014 -0.085605000000000001 0.088245000000000032 -0.10082999999999999 0.11125500000000002 0.11360500000000003 0.11987500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 8 -8 9 -5 12 -12 -7
right_child=1 3 -4 4 5 10 7 -9 -10 -11 11 -13 -14
leaf_value=0.0014373758675658927 0.0011626247251394894 0.00049261988411427194 0.00037188089296701906 0.00056545679454381929 -0.00092289052885546159 -1.6069584422640241e-05 -8.5130438997463699e-05 0.0010876391932162235 -0.00055389191609316968 4.3310747990770055e-05 0.00060612889057794336 2.9515622783465099e-05 -0.00053682958209119388
leaf_weight=76 46 63 61 81 74 1659 71 72 64 732 78 603 62
leaf_count=76 46 63 61 81 74 1659 71 72 64 732 78 603 62
internal_value=0 4.36441e-05 0.000719478 2.30954e-05 1.44001e-05 -2.55092e-05 0.000112081 0.00049963 4.79548e-05 9.63396e-05 1.7962e-06 9.67616e-05 -3.53059e-05
internal_weight=0 3666 107 3559 3496 2476 1020 143 877 813 2402 681 1721
internal_count=3742 3666 107 3559 3496 2476 1020 143 877 813 2402 681 1721
is_linear=0
shrinkage=0.0995203


Tree=7006
num_leaves=13
num_cat=0
split_feature=6 23 8 20 20 5 6 3 20 19 20 3
split_gain=0.0231943 0.00311299 0.00262352 0.00169292 0.00394678 0.00168323 0.00177115 0.00161537 0.00136442 0.00227942 0.00149846 0.00152728
threshold=0.23663500000000004 -0.022119999999999997 -0.014194999999999999 -0.084949999999999984 -0.085709999999999995 -0.4345 -0.091244999999999993 0.11523000000000001 -0.083404999999999993 -0.09028499999999999 -0.08231999999999999 0.088115000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -7 -8 -5 -10 -11 -12
right_child=-2 3 -4 8 -6 6 7 -9 9 10 11 -13
leaf_value=0.00010144227899898926 0.0021731591334947439 -0.00054596764012039718 0.0011136044876934902 0.00051302879991174189 -0.0010346620876093802 0.00056049478145915241 -0.00018191193440487348 0.00041836398448942043 0.00069028285308511228 -0.00043268722833986526 0.00013457509075924089 -1.5745535636559747e-05
leaf_weight=58 51 60 48 61 46 52 240 54 52 69 1018 1933
leaf_count=58 51 60 48 61 46 52 240 54 52 69 1018 1933
internal_value=0 3.57022e-05 0.000567503 1.97497e-05 -0.000159898 -5.87707e-05 2.33484e-05 -6.88727e-05 4.5929e-05 3.63874e-05 2.48572e-05 3.58328e-05
internal_weight=0 3691 106 3585 452 406 346 294 3133 3072 3020 2951
internal_count=3742 3691 106 3585 452 406 346 294 3133 3072 3020 2951
is_linear=0
shrinkage=0.0995203


Tree=7007
num_leaves=15
num_cat=0
split_feature=6 24 20 8 8 1 3 1 26 9 26 18 21 20
split_gain=0.018806 0.00284613 0.00139152 0.0035325 0.00494593 0.00219055 0.00262999 0.00229436 0.0013215 0.00281514 0.00146583 0.00321937 0.00157867 0.00114712
threshold=0.23663500000000004 -0.070599999999999996 -0.084949999999999984 -0.084915000000000004 -0.088024999999999992 -0.049499999999999995 0.10807500000000002 -0.0027699999999999995 -0.23202999999999999 0.15091000000000004 0.11991000000000003 0.089365000000000014 0.14236500000000005 -0.11700999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 13 -5 7 -7 -4 10 12 -12 -10 -3
right_child=-2 2 8 5 -6 6 -8 -9 9 -11 11 -13 -14 -15
leaf_value=0.00077839112040859512 0.0019568858982689868 0.00011015054621372609 -0.0003634165329294184 -0.00048573475846029444 -0.0013724956080482034 0.0002594812818085299 0.00080735034550931774 -0.00051427815138106498 5.3242316204846699e-05 0.00081263237380989773 0.0001174545150201344 -0.00062053860453371954 0.00062497769776915081 -0.00049798171231960368
leaf_weight=50 51 66 76 56 47 122 55 55 2775 48 136 101 49 55
leaf_count=50 51 66 76 56 47 122 55 55 2775 48 136 101 49 55
internal_value=0 3.21712e-05 2.16989e-05 -0.000140465 -0.000503729 6.85969e-05 0.00020593 1.44225e-05 4.5173e-05 5.54244e-05 4.3283e-05 -0.000193595 6.34525e-05 -0.000159508
internal_weight=0 3691 3641 456 168 288 232 177 3185 3109 3061 237 2824 121
internal_count=3742 3691 3641 456 168 288 232 177 3185 3109 3061 237 2824 121
is_linear=0
shrinkage=0.0995203


Tree=7008
num_leaves=17
num_cat=0
split_feature=20 20 5 6 26 2 2 18 0 20 5 26 8 21 21 1
split_gain=0.00401633 0.0295801 0.00281495 0.00190812 0.00158794 0.00173276 0.00320589 0.00230389 0.0014044 0.00361574 0.00143979 0.0011895 0.00292224 0.00130214 0.00174419 0.000610125
threshold=-0.080384999999999998 -0.081114999999999993 0.4115950000000001 0.23663500000000004 -0.091484999999999997 -0.086304999999999993 -0.090394999999999989 0.096280000000000018 -0.23032 -1.0000000180025095e-35 0.63223000000000018 -0.23202999999999999 0.11446000000000002 -0.085574999999999998 -0.072824999999999987 -0.0086750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 15 6 -6 -7 9 -2 11 -10 13 -13 -15 -1
right_child=8 -3 -4 -5 5 7 -8 -9 10 -11 -12 12 -14 14 -16 -17
leaf_value=0.00015525501203548229 -0.0010784808570449638 0.0025163214174302125 0.00079089973217129946 -0.00059892832104273144 -0.00022820838498239127 -0.00024110672433614653 0.00069340629889012427 0.00049175913398555847 -0.00044242740990471424 6.7423039243556438e-05 -0.00055070386684541439 0.00045628647427530238 0.0006842530072328505 -0.00044345981971089578 -2.8602241912046088e-05 0.00065813732057972037
leaf_weight=60 46 51 46 51 70 338 78 48 68 64 54 52 57 105 2523 47
leaf_count=60 46 51 46 51 70 338 78 48 68 64 54 52 57 105 2523 47
internal_value=0 0.000198067 3.67534e-05 -1.21948e-05 3.32105e-05 -3.55054e-05 0.000251976 -0.000147852 -5.45417e-05 -0.000404331 -4.07972e-05 -3.06889e-05 -2.01603e-05 -3.54477e-05 -4.54891e-05 0.000383798
internal_weight=0 789 738 692 641 534 148 386 2969 110 2859 2805 2737 2680 2628 107
internal_count=3758 789 738 692 641 534 148 386 2969 110 2859 2805 2737 2680 2628 107
is_linear=0
shrinkage=0.0995203


Tree=7009
num_leaves=25
num_cat=0
split_feature=20 20 5 20 8 6 17 8 5 5 5 17 17 5 6 5 6 17 17 5 4 4 2 8
split_gain=0.00344625 0.0239075 0.00235828 0.00172721 0.00222277 0.0019917 0.00172715 0.00143165 0.0011015 0.000977449 0.00151734 0.00455356 0.00362377 0.00449574 0.00257638 0.00149287 0.00142749 0.00150899 0.00445384 0.0017632 0.00080111 0.00392428 0.00155447 0.00201291
threshold=-0.080869999999999984 -0.081564999999999985 0.4115950000000001 -0.083404999999999993 -0.084394999999999984 0.23663500000000004 0.12439000000000001 -0.086304999999999993 0.63223000000000018 -0.015214999999999999 -0.0044999999999999997 0.0047200000000000011 -0.014289999999999999 -0.010764999999999999 0.087575000000000028 -0.021235 0.11481500000000001 -0.036600000000000001 -0.07107999999999999 -0.034484999999999995 0.10390500000000001 0.11541000000000003 0.097285000000000024 -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
left_child=1 2 3 5 -5 6 7 -1 9 15 11 12 13 -11 -14 16 17 18 -2 -19 22 -22 23 -12
right_child=8 -3 -4 4 -6 -7 -8 -9 -10 10 20 -13 14 -15 -16 -17 -18 19 -20 -21 21 -23 -24 -25
leaf_value=-9.2253413548538905e-05 0.0002060612645489059 0.0020948775149909819 0.00071218913881181676 7.6024326224065423e-05 -0.00078822717350444406 -0.00053932289397562948 -0.00030200897399987483 0.00031849918575044256 -0.00049589771429290382 -0.00029042014734063432 -0.00013422980423497975 0.0010319649456443105 -0.00090897839818513445 0.00075501746627571885 7.0932632445531629e-06 -0.00054531451275389737 -0.00060273417272940874 -4.109362249196733e-05 -0.00070529913517626216 0.00047625435895091056 -0.00089579312435425767 0.0002702973224692307 -0.00045935323780267731 0.00017341973918138045
leaf_weight=115 94 60 46 54 61 51 81 287 54 66 395 55 51 103 71 70 49 1175 119 69 55 58 70 449
leaf_count=115 94 60 46 54 61 51 81 287 54 66 395 55 51 103 71 70 49 1175 119 69 55 58 70 449
internal_value=0 0.000188729 2.29911e-05 -2.45968e-05 -0.000375286 4.93933e-05 0.000113251 0.000198959 -4.91191e-05 -4.06604e-05 2.02351e-05 0.000200875 4.09833e-05 0.000341896 -0.000369145 -9.42316e-05 -7.27213e-05 -5.43347e-05 -0.000299259 -1.17402e-05 -3.98262e-05 -0.000290024 -7.99787e-06 2.84669e-05
internal_weight=0 755 695 649 115 534 483 402 3003 2949 1373 346 291 169 122 1576 1506 1457 213 1244 1027 113 914 844
internal_count=3758 755 695 649 115 534 483 402 3003 2949 1373 346 291 169 122 1576 1506 1457 213 1244 1027 113 914 844
is_linear=0
shrinkage=0.0995203


Tree=7010
num_leaves=25
num_cat=0
split_feature=20 20 17 17 3 21 17 17 3 10 3 0 20 17 9 2 18 6 17 11 29 9 18 6
split_gain=0.00279306 0.0193878 0.00199001 0.00545278 0.0028678 0.00544953 0.00511998 0.00215958 0.00295607 0.00133675 0.00137111 0.00121982 0.00287704 0.0011321 0.00274826 0.00212879 0.00408202 0.00177217 0.00157834 0.00199231 0.00288885 0.00242112 0.00158812 0.00136351
threshold=-0.080869999999999984 -0.081564999999999985 -0.45712999999999998 -0.54752499999999993 0.10850000000000003 0.099685000000000024 -0.12647999999999998 0.12439000000000001 0.097595000000000029 0.08821500000000003 0.10920500000000002 -0.23032 -1.0000000180025095e-35 0.3137100000000001 0.09055500000000001 -0.073884999999999992 -0.06656999999999999 -0.036009999999999993 0.10932500000000002 -0.075149999999999981 -0.077709999999999987 -0.25326499999999996 -0.01205 0.085760000000000017
decision_type=2 2 2 2 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 -6 8 -4 11 -11 12 -2 18 17 -16 -17 -15 19 20 -13 -21 -20 -24
right_child=9 -3 4 -5 6 -7 -8 -9 -10 10 -12 13 -14 14 15 16 -18 -19 22 21 -22 -23 23 -25
leaf_value=-0.00027243819532464503 -0.00095920467667411329 0.0018863949139845718 0.00014888196929811292 0.0012259713520765302 -0.0013035506244697388 0.0010735356135261559 0 -0.0006330463693543473 -0.00070318158805661197 -0.00080329928123516357 -1.5958674918070632e-05 3.3322047485257111e-05 6.1865286643616983e-05 -0.00019604567061433736 -0.00047523904149503887 0.00097853626747950351 -0.00017174400696634009 -0.001095728006236188 0.00074827687898085368 0.00069697122397358708 -0.00096629135298738106 -1.7747463022040117e-05 0.00027360040744549334 -0.00033458334074603599
leaf_weight=49 46 60 321 46 46 48 85 54 46 46 46 59 64 46 62 47 85 46 50 48 53 2120 136 49
leaf_count=49 46 60 321 46 46 48 85 54 46 46 46 59 64 46 62 47 85 46 50 48 53 2120 136 49
internal_value=0 0.000169838 2.04686e-05 0.000444491 -4.53039e-05 6.81691e-05 -0.000457804 -4.45126e-05 3.98531e-05 -4.4285e-05 -0.000418527 -3.21761e-05 -0.000357686 -1.91005e-05 -0.000206751 1.49952e-06 0.000231624 -0.000654785 1.91312e-06 -2.30697e-05 -0.0004324 -1.54582e-06 0.000247783 0.000108089
internal_weight=0 755 695 95 600 469 131 421 367 3003 92 2911 110 2801 286 194 132 92 2515 2280 112 2168 235 185
internal_count=3758 755 695 95 600 469 131 421 367 3003 92 2911 110 2801 286 194 132 92 2515 2280 112 2168 235 185
is_linear=0
shrinkage=0.0995203


Tree=7011
num_leaves=31
num_cat=0
split_feature=20 20 5 20 0 5 6 8 3 3 3 5 5 9 0 5 0 6 9 0 8 3 3 3 8 20 20 17 20 0
split_gain=0.00226417 0.0157228 0.00196722 0.00148247 0.00373304 0.00192749 0.00450306 0.0021193 0.00111309 0.00430455 0.00258829 0.0035202 0.00503065 0.00235391 0.00318435 0.00462298 0.00349568 0.00247183 0.00384134 0.00152238 0.00207107 0.00112862 0.0039269 0.00307654 0.00424194 0.00325616 0.00352672 0.00279794 0.00230551 0.00212541
threshold=-0.080869999999999984 -0.081564999999999985 0.4115950000000001 -0.083404999999999993 -0.088174999999999989 0.23074000000000006 0.18123500000000006 -0.086304999999999993 0.088115000000000013 0.088475000000000012 0.087745000000000031 -0.091729999999999992 -0.096354999999999996 0.08401500000000002 -0.087184999999999999 -0.013125 -0.086109999999999992 0.087235000000000021 0.083425000000000013 -0.093765000000000001 -0.094139999999999988 0.11125500000000002 0.11360500000000003 0.10708000000000002 -0.020084999999999999 -0.077299999999999994 -0.064180000000000001 0.24923500000000007 -0.079725000000000004 -0.1525
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 10 -10 11 12 19 17 15 -15 -16 18 -13 20 -2 23 -23 25 -25 28 -27 29 -11 -24
right_child=8 -3 -4 4 -6 -7 -8 -9 9 21 -12 13 -14 14 16 -17 -18 -19 -20 -21 -22 22 27 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00023540213169799212 -0.00025660044987560785 0.0016986605386893519 0.0006477876368953387 0.00027299039013417678 -0.00085938112523618047 0.00056081201529132717 -0.00080868802364996773 0.00025056916439126077 -0.00088717442482590808 -0.00010481922704753861 0.0006470149766841047 -1.9438172389395919e-05 -0.0012387873332542661 7.7365966427437062e-05 -0.00065222441882782927 0.0014853757265681127 0.00024479373415489566 0.00047668377900750357 -0.00099902280297169675 -0.0004066051717870486 0.00061460745533034112 0.00076488702866361544 -0.0005914408230271751 0 -0.0011930437599777747 0.00060740378446280576 -6.4758094743779681e-05 0.00067805273833329387 -0.0011177281816238656 -1.8939361052232206e-05
leaf_weight=129 56 60 46 51 64 63 63 279 64 46 66 156 48 49 50 46 297 54 54 87 51 68 75 59 59 84 965 50 47 472
leaf_count=129 56 60 46 51 64 63 63 279 64 46 66 156 48 49 50 46 297 54 54 87 51 68 75 59 59 84 965 50 47 472
internal_value=0 0.000152827 1.81958e-05 -2.51673e-05 -0.000350081 4.32717e-05 -2.42154e-05 9.491e-05 -3.99591e-05 -8.33642e-05 4.43741e-05 1.55454e-06 -0.000325123 0.000114691 0.000255723 0.000767757 0.000113181 -0.000118328 -0.00027523 -9.48417e-05 0.000150998 -5.62148e-05 4.78179e-05 -0.000111771 -0.000596349 -6.09835e-05 -1.01535e-05 -3.24871e-05 -0.000625522 -9.89325e-05
internal_weight=0 755 695 649 115 534 471 408 3003 1989 1014 948 242 706 442 95 347 264 210 194 107 1925 665 1260 118 1142 1049 597 93 547
internal_count=3758 755 695 649 115 534 471 408 3003 1989 1014 948 242 706 442 95 347 264 210 194 107 1925 665 1260 118 1142 1049 597 93 547
is_linear=0
shrinkage=0.0995203


Tree=7012
num_leaves=14
num_cat=0
split_feature=18 5 21 21 6 8 6 9 6 20 1 4 17
split_gain=0.011021 0.00190332 0.00224156 0.01529 0.00205826 0.00262291 0.00261772 0.00170693 0.00210472 0.0037717 0.00159128 0.00690344 0.00121782
threshold=0.31227500000000008 -0.54885499999999998 -0.012349999999999998 -0.020715000000000001 -0.03252 -0.087374999999999994 -0.01146 0.14805500000000002 0.12386500000000002 -0.055879999999999992 -0.49056499999999997 0.10543500000000001 -0.55026999999999993
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 10 -10 11 -4 -12
right_child=-2 2 7 -5 5 6 -8 -9 9 -11 12 -13 -14
leaf_value=-0.00053566558129202564 0.0014839916878353128 0.00049325971157789829 -8.6867444430682164e-05 0.0019274238596618156 0.00053181090537816357 -0.00086562516092621134 -6.0058332299656846e-05 -0.00050573416253886082 -0.00014942711312846565 0.001098317292490265 -0.00051431406318725836 0.0012454912366672061 -2.2517057077229521e-05
leaf_weight=62 51 76 145 47 56 50 213 67 47 47 51 52 2784
leaf_count=62 51 76 145 47 56 50 213 67 47 47 51 52 2784
internal_value=0 1.06207e-05 2.01636e-05 0.000230282 2.62705e-05 -8.2421e-05 -0.000216321 -8.66624e-06 1.72562e-06 0.000465737 -1.239e-05 0.000260666 -3.1653e-05
internal_weight=0 3697 3635 442 395 319 263 3193 3126 94 3032 197 2835
internal_count=3748 3697 3635 442 395 319 263 3193 3126 94 3032 197 2835
is_linear=0
shrinkage=0.0995203


Tree=7013
num_leaves=19
num_cat=0
split_feature=17 20 4 0 21 21 20 9 4 0 18 0 0 9 4 0 1 0
split_gain=0.00985185 0.0011908 0.00335724 0.00225208 0.00132831 0.0089306 0.00265212 0.00595995 0.00498127 0.000997065 0.00398625 0.00105794 0.00217737 0.00181244 0.00727513 0.0059471 0.00139928 0.000902884
threshold=-0.57205499999999987 -0.15615999999999999 0.10845500000000002 -0.090699999999999989 -0.0086749999999999987 -0.019084999999999998 -0.042414999999999994 0.084645000000000012 0.099960000000000021 -0.20796499999999998 0.086800000000000016 -0.087614999999999985 -0.088174999999999989 0.11408000000000003 0.14566000000000004 -0.065229999999999996 0.054560000000000004 -0.083514999999999992
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 8 -8 17 10 -6 12 16 14 -13 -15 -11 -3
right_child=1 4 -4 -5 9 -7 7 -9 -10 11 -12 13 -14 15 -16 -17 -18 -19
leaf_value=0.0013499809038403107 0.00055161903496868858 -8.7902028213120953e-05 -0.00094256724722454634 -0.00041508306299238996 0.00071709853446990659 0.0012780898456535876 0.0010995590849839137 -0.0002159283882205575 -0.00099144033851785362 2.5930058194870524e-05 -0.0004470288470665917 2.1286448384158527e-05 -0.00076328267131658143 -0.0012219612183289612 0.0012888806388417491 0.00011354058152965776 -0.00023183611160909999 0.0004364369423161554
leaf_weight=55 48 101 49 47 77 63 58 81 61 576 46 1872 47 48 46 103 323 47
leaf_count=55 48 101 49 47 77 63 58 81 61 576 46 1872 47 48 46 103 323 47
internal_value=0 7.83476e-06 -0.00027234 6.47388e-05 1.94335e-05 0.000187693 -7.35399e-06 0.000327091 -0.000233701 -2.34349e-06 0.000275078 -1.39327e-05 -0.000101291 2.56143e-05 5.21144e-05 -0.000305569 -6.57717e-05 7.30799e-05
internal_weight=0 3693 144 95 3549 411 348 139 209 3138 123 3015 946 2069 1918 151 899 148
internal_count=3748 3693 144 95 3549 411 348 139 209 3138 123 3015 946 2069 1918 151 899 148
is_linear=0
shrinkage=0.0995203


Tree=7014
num_leaves=9
num_cat=0
split_feature=17 5 30 4 4 4 2 4
split_gain=0.0079884 0.00141885 0.00128669 0.00128831 0.0021731 0.00190478 0.00189085 0.000699987
threshold=-0.57205499999999987 -0.54885499999999998 -1.0000000180025095e-35 0.14154500000000006 0.13657000000000005 0.13271500000000006 0.13896000000000006 0.15221500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -5
right_child=1 2 3 7 -6 -7 -8 -9
leaf_value=0.0012156305131935125 -0.00046461935685024639 -0.00050694289111318771 1.763222752528975e-05 -0.00055022193470124765 0.00063256477183250672 -0.00058018940516750344 0.00042711875674441885 -3.7169370528891385e-05
leaf_weight=55 62 46 3246 58 59 51 116 55
leaf_count=55 62 46 3246 58 59 51 116 55
internal_value=0 7.03297e-06 1.5312e-05 2.22415e-05 3.32173e-05 2.26166e-05 3.20044e-05 -0.000307751
internal_weight=0 3693 3631 3585 3472 3413 3362 113
internal_count=3748 3693 3631 3585 3472 3413 3362 113
is_linear=0
shrinkage=0.0995203


Tree=7015
num_leaves=11
num_cat=0
split_feature=18 5 6 17 6 6 2 3 9 6
split_gain=0.00853331 0.00114104 0.00105614 0.00239283 0.00166078 0.00141314 0.00571943 0.00104498 0.00129402 0.00114108
threshold=0.31227500000000008 -0.54885499999999998 0.14653500000000005 -0.088525000000000006 0.11884000000000002 0.11146500000000002 -0.072895000000000001 0.14823500000000003 -0.25326499999999996 -0.25061999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 -7 8 -3 -9
right_child=-2 2 3 -5 -6 6 -8 9 -10 -11
leaf_value=-0.00041838036004984393 0.001301042322972202 0.00054952851865885943 -0.00079088185670830272 6.6204649083074241e-05 0.00048626481402265731 -0.0011432597920508067 0.0003553718848690746 -0.00058898552985704527 2.767351102285349e-05 -7.2257756151504801e-06
leaf_weight=62 51 48 52 81 75 48 52 56 3133 90
leaf_count=62 51 48 52 81 75 48 52 56 3133 90
internal_value=0 4.59728e-06 1.2037e-05 -0.000262742 2.27064e-05 1.23225e-05 -0.000355785 2.36328e-05 3.58054e-05 -0.000235974
internal_weight=0 3697 3635 133 3502 3427 100 3327 3181 146
internal_count=3748 3697 3635 133 3502 3427 100 3327 3181 146
is_linear=0
shrinkage=0.0995203


Tree=7016
num_leaves=26
num_cat=0
split_feature=24 0 3 3 8 1 3 2 2 1 2 3 5 0 5 1 1 2 20 21 20 8 0 3 26
split_gain=0.00334666 0.00284506 0.00241464 0.00959965 0.0156794 0.0180619 0.00339896 0.00396347 0.0032568 0.00680086 0.00483245 0.00449305 0.00235141 0.00256135 0.00482052 0.00365794 0.00257117 0.00438477 0.00267556 0.00246539 0.00226044 0.00198216 0.00160487 0.00400362 0.00124331
threshold=-0.069669999999999996 -0.085794999999999996 0.089535000000000017 0.087745000000000031 -0.080445000000000003 -0.080085000000000003 0.091225000000000014 -0.083204999999999987 -0.086849999999999997 -0.083284999999999984 -0.085944999999999994 0.084685000000000024 0.23074000000000006 -0.087614999999999985 -0.090164999999999995 -0.082344999999999988 0.0049450000000000015 0.096520000000000022 0.15796500000000005 0.086690000000000017 -0.077649999999999983 -0.090134999999999993 -0.083390000000000006 0.091865000000000016 0.091275000000000023
decision_type=2 2 2 2 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 5 -5 7 -4 9 11 -10 -3 13 16 -15 -16 17 19 20 -2 -18 -12 -8 -24 -25
right_child=1 2 6 4 -6 -7 22 -9 10 -11 21 -13 -14 14 15 -17 18 -19 -20 -21 -22 -23 23 24 -26
leaf_value=0.00069326855056824239 -0.0002267686561947081 0.00059906291854496766 -0.00015042160449618597 -0.0026294284081952264 0.00027491188092339307 -0.00040351797106147818 0.000478189489649334 0.0008524514507325928 0.0010241862617618529 -0.0012958539180238612 0.00056976941157247253 -0.00063024524655438518 0.00071204646560021781 -0.00047477191176512426 0.00016639578293224717 0.0011509029180411345 -8.4426299068190834e-05 -0.00095578740457219827 -0.00058444837605376864 0.00019158457741162509 0.00033954717331796344 -0.00010960608654119182 -0.0009527989021478699 -0.0001734277672336402 3.4876312614625121e-05
leaf_weight=64 351 66 68 66 87 82 48 88 54 54 51 53 55 49 79 75 181 60 46 230 381 256 53 548 578
leaf_count=64 351 66 68 66 87 82 48 88 54 54 51 53 55 49 79 75 181 60 46 230 381 256 53 548 578
internal_value=0 -3.23046e-05 -0.000105896 -0.000247398 -0.000777504 -0.00140169 -2.66229e-05 0.000410054 -1.2579e-05 -0.000369023 0.00015597 4.46767e-05 7.22403e-05 4.74414e-05 0.000375365 0.00065118 -5.20063e-06 -0.000144896 0.000140731 -5.97465e-05 0.000201544 5.87874e-07 -8.28089e-05 -0.000106343 -6.57738e-05
internal_weight=0 3659 2152 769 235 148 1383 156 534 173 361 119 1507 1452 203 154 1249 641 608 581 562 307 1227 1179 1126
internal_count=3723 3659 2152 769 235 148 1383 156 534 173 361 119 1507 1452 203 154 1249 641 608 581 562 307 1227 1179 1126
is_linear=0
shrinkage=0.0995203


Tree=7017
num_leaves=21
num_cat=0
split_feature=4 2 5 20 0 8 2 5 5 18 6 4 17 17 6 0 18 3 2 3
split_gain=0.00331248 0.00549211 0.00428536 0.00418949 0.0045353 0.00701712 0.00273749 0.00225782 0.0142524 0.00320587 0.00485462 0.00282529 0.00284382 0.00357694 0.00263415 0.00220297 0.00198377 0.00191586 0.00143309 0.00250791
threshold=0.10495500000000003 0.12875500000000004 0.23074000000000006 -0.092114999999999989 -0.057604999999999996 -1.0000000180025095e-35 0.10674000000000002 0.064585000000000017 0.073820000000000011 -0.14624999999999996 -0.047974999999999997 0.095805000000000015 0.51544000000000012 0.6218950000000002 0.11816500000000002 -0.14824999999999997 -0.10303999999999999 0.11816500000000002 -0.032624999999999994 0.11896500000000003
decision_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 5 18 7 11 -9 10 -10 12 14 -14 -1 -7 -11 -6 -5 -20
right_child=2 -3 -4 4 17 15 -8 8 9 16 -12 -13 13 -15 -16 -17 -18 -19 19 -21
leaf_value=1.0753303301707358e-05 -0.00063719837937274498 -0.0010852590388741087 0.00089147607215320419 -0.00036708173773165583 0.00010912921729143324 0.0006114523704847907 0.0006516227548873032 -0.0017999067405717229 -3.641053353478074e-05 0.00046713794564089709 -0.0010123547562113982 -0.00064588838266964202 0.0011488456739727972 -1.2477591262538281e-05 -0.00049121473547635984 0.0015833761690120915 -4.1808379177534935e-05 -0.00060513107844901049 0.0006213184942928156 -9.0475013619100697e-05
leaf_weight=2030 68 51 76 50 68 51 55 52 145 101 79 67 48 55 109 49 296 78 88 107
leaf_count=2030 68 51 76 50 68 51 55 52 145 101 79 67 48 55 109 49 296 78 88 107
internal_value=0 -6.04078e-05 0.000189061 9.20986e-05 0.000194768 0.000392495 -4.29281e-05 -5.60129e-05 -0.000216467 -8.25581e-05 -0.00038426 -8.89103e-06 9.7799e-06 0.000520774 -1.44435e-05 0.00109588 8.56097e-05 -0.000266855 0.000102057 0.000226547
internal_weight=0 3088 635 559 491 345 3037 2982 673 621 224 2309 2242 103 2139 100 397 146 245 195
internal_count=3723 3088 635 559 491 345 3037 2982 673 621 224 2309 2242 103 2139 100 397 146 245 195
is_linear=0
shrinkage=0.0995203


Tree=7018
num_leaves=19
num_cat=0
split_feature=24 18 1 18 2 21 21 18 18 5 5 8 19 8 2 9 8 18
split_gain=0.00246811 0.00197228 0.00611217 0.00749703 0.00251524 0.00247182 0.00452563 0.00173713 0.0191554 0.00201226 0.00372937 0.0111754 0.00201117 0.00163544 0.00305032 0.00106334 0.00435124 0.00346696
threshold=-0.069669999999999996 0.14083500000000002 -0.049499999999999995 0.26473000000000008 -0.054390000000000001 0.13557500000000003 0.15544000000000005 0.092545000000000016 0.094215000000000021 0.0076350000000000012 0.11083500000000003 -0.080724999999999991 0.061375000000000013 -0.49499500000000002 0.10274500000000002 0.09697500000000002 -0.065919999999999992 0.11769500000000002
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 -3 7 -7 9 -9 13 11 -11 -12 -2 -15 17 -17 -10
right_child=1 2 3 -5 -6 6 -8 8 15 10 12 -13 -14 14 -16 16 -18 -19
leaf_value=0.00059621095262335662 -0.00051954955559315504 0.00015346806374206583 0.0017504875072864026 2.9261976502279326e-07 -0.00079779351179454043 -0.0011764017808912053 0.00016524252055659933 -0.0020917371179652072 -8.529128987249155e-05 -0.0013961313381047971 -4.2383259575077799e-05 -1.816499762481335e-05 0.00060616062680405593 3.3397058636763575e-05 0.00053126979847584893 -0.00098529770244396584 0.00028239655128921564 0.00068608789557098168
leaf_weight=64 48 66 47 52 46 52 46 48 235 83 523 200 52 1846 131 47 61 76
leaf_count=64 48 66 47 52 46 52 46 48 235 83 523 200 52 1846 131 47 61 76
internal_value=0 -2.68573e-05 0.000267949 0.000839463 -0.00022992 -4.51353e-05 -0.000538297 -3.04641e-05 -0.000208538 -1.3351e-06 -0.000129343 -0.000425196 1.4844e-05 5.24982e-05 6.68012e-05 5.24533e-06 -0.000261706 0.000100581
internal_weight=0 3659 211 99 112 3448 98 3350 467 2883 858 283 575 2025 1977 419 108 311
internal_count=3723 3659 211 99 112 3448 98 3350 467 2883 858 283 575 2025 1977 419 108 311
is_linear=0
shrinkage=0.0995203


Tree=7019
num_leaves=25
num_cat=0
split_feature=4 5 9 24 2 5 4 0 1 3 3 3 5 5 5 26 9 6 26 20 20 20 6 2
split_gain=0.00249138 0.00795639 0.00529833 0.00911043 0.0040825 0.00249462 0.00270429 0.00307308 0.00174834 0.00285647 0.00479893 0.0027746 0.0014529 0.0111472 0.00273106 0.00305027 0.0110928 0.00252587 0.00283687 0.00225545 0.0016486 0.00165035 0.00158715 0.00123844
threshold=0.10739000000000003 0.23074000000000006 0.11408000000000003 -0.070120000000000002 0.12875500000000004 -0.0071849999999999995 0.11374000000000002 -0.1525 0.10637500000000003 0.093835000000000016 0.10377500000000002 0.10726500000000001 0.064585000000000017 0.073820000000000011 -0.067559999999999995 0.091195000000000012 0.091750000000000012 0.10681500000000003 0.086255000000000012 -0.009049999999999999 -0.076909999999999992 -0.085594999999999991 0.11816500000000002 -0.041009999999999998
decision_type=2 2 2 2 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 6 -5 -8 12 -10 -11 -12 14 -14 15 19 -17 18 -15 -1 21 -16 -22 -13
right_child=1 -3 -4 5 -6 -7 7 -9 9 10 11 23 13 17 20 16 -18 -19 -20 -21 22 -23 -24 -25
leaf_value=-0.00025593895440656646 0.0014707106880273739 0.0013156438923192376 -0.00095085395858573259 0.00067216184337968066 -0.00089947104262666782 -0.00047191481190564198 -0.00066279799885160333 0.0001638392112396468 -0.00040897174900178236 0.001187128532643855 -0.00053325198689660978 2.9259505330705295e-05 -0.0015682787698755457 -0.00033282853752657313 0.00013446763698837162 -0.0015472156554891723 -4.3255436129974954e-05 0.00052523534787334621 9.9054758997387486e-05 0.00016394455319731154 0.00016496259332908757 -0.00029736954738625857 -0.00036311053696143651 0.00077076107189985447
leaf_weight=232 47 55 47 72 55 85 57 203 55 55 47 48 53 322 149 67 181 64 279 278 960 207 59 46
leaf_count=232 47 55 47 72 55 85 57 203 55 55 47 48 53 322 149 67 181 64 279 278 960 207 59 46
internal_value=0 0.000177662 5.35762e-05 0.000157082 -4.89724e-05 7.06026e-06 0.000132155 -1.42366e-05 -3.36287e-05 0.000217511 0.000397487 8.3664e-05 -5.6026e-05 -0.000178579 -1.43891e-05 -0.000166376 -0.000452868 -6.65897e-05 -0.000130975 -2.54561e-05 6.88015e-05 -0.000114329 0.000133584 0.000400831
internal_weight=0 566 511 464 3157 417 332 260 3102 251 196 141 2851 718 2133 758 248 665 601 510 1375 356 1019 94
internal_count=3723 566 511 464 3157 417 332 260 3102 251 196 141 2851 718 2133 758 248 665 601 510 1375 356 1019 94
is_linear=0
shrinkage=0.0995203


Tree=7020
num_leaves=11
num_cat=0
split_feature=19 17 4 2 9 1 9 9 26 6
split_gain=0.0141761 0.0126011 0.0094243 0.00355934 0.00205671 0.00223873 0.00198696 0.0019366 0.00176485 0.00138893
threshold=0.14061500000000002 -0.57205499999999987 0.15730000000000002 0.35004500000000011 0.11408000000000003 0.15756500000000004 0.10892000000000003 0.12372500000000002 0.11081000000000002 -0.074054999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 7 8 -6 -3 -5
right_child=-2 2 -4 9 5 -7 -8 -9 -10 -11
leaf_value=0.0015947305524492902 0.0016635592468203896 -2.3051996652478811e-05 -0.0014136543587404198 -0.00021437128056319286 0.00044107061807628905 0.00090022246403783496 -0.00054506352089931406 -0.0002485268450191754 0.00024927091128918767 -0.001011180786139966
leaf_weight=48 51 2968 48 47 88 49 68 73 256 46
leaf_count=48 51 2968 48 47 88 49 68 73 256 46
internal_value=0 -6.93671e-06 -2.82649e-05 -9.53965e-06 6.3663e-06 0.000308489 -1.26577e-05 0.000123311 -1.17442e-06 -0.000617295
internal_weight=0 3691 3643 3595 3502 210 3292 161 3224 93
internal_count=3742 3691 3643 3595 3502 210 3292 161 3224 93
is_linear=0
shrinkage=0.0995203


Tree=7021
num_leaves=12
num_cat=0
split_feature=29 17 17 0 8 20 20 26 9 21 3
split_gain=0.0115389 0.00964713 0.00553198 0.0141049 0.00184617 0.00172017 0.00508932 0.0030379 0.00170295 0.00245874 0.00236307
threshold=0.12737000000000004 -0.57205499999999987 0.51392000000000015 -0.078664999999999999 -0.49499500000000002 -0.080434999999999993 -0.081189999999999998 0.086835000000000009 0.097680000000000031 0.11119000000000002 0.09940000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 -6 9 -7 -10
right_child=-2 2 3 -5 5 8 -8 -9 10 -11 -12
leaf_value=0.0014360226494482486 -0.0015187080850188528 -0.00047532632611461701 -0.00010421318504570792 0.0019904636853262806 -0.00016126475909503658 3.3589813527149319e-05 -0.0010835256047493345 0.00038559622234112401 0.00057383762477755923 -0.00035379699398359972 6.8505900184356034e-05
leaf_weight=48 48 82 89 49 543 2075 52 123 130 176 327
leaf_count=48 48 82 89 49 543 2075 52 123 130 176 327
internal_value=0 3.41525e-05 1.54722e-05 0.000633617 -8.61147e-06 2.32024e-06 -0.000134376 -5.90387e-05 3.88662e-05 2.93734e-06 0.000214046
internal_weight=0 3694 3646 138 3508 3426 718 666 2708 2251 457
internal_count=3742 3694 3646 138 3508 3426 718 666 2708 2251 457
is_linear=0
shrinkage=0.0995203


Tree=7022
num_leaves=11
num_cat=0
split_feature=19 1 23 2 4 0 0 18 6 1
split_gain=0.0112822 0.00953952 0.0084279 0.00242625 0.00315524 0.00113994 0.00337624 0.00196551 0.00171362 0.00143724
threshold=0.14071500000000006 -0.55579999999999996 -0.067739999999999995 0.35004500000000011 0.13924500000000004 -0.082794999999999994 -0.082404999999999992 -0.011835 0.11345500000000001 0.073820000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 8 -7 -8 9 -4
right_child=-2 2 3 4 -6 6 7 -9 -10 -11
leaf_value=0.0013721728328753722 0.0015286229397284573 -0.0012715422937625267 -7.5356052941761558e-05 -0.0010406441095298833 3.2313545696165664e-05 0.00087306538244007323 -5.705659406846617e-05 0.00016360019838083207 -0.00054167595900651594 0.00014290184578923999
leaf_weight=49 48 53 1378 51 55 50 889 722 67 380
leaf_count=49 48 53 1378 51 55 50 889 722 67 380
internal_value=0 -6.87959e-06 -2.56429e-05 -7.03172e-06 -0.000476198 6.99956e-06 6.68569e-05 4.13268e-05 -4.70303e-05 -2.77129e-05
internal_weight=0 3694 3645 3592 106 3486 1661 1611 1825 1758
internal_count=3742 3694 3645 3592 106 3486 1661 1611 1825 1758
is_linear=0
shrinkage=0.0995203


Tree=7023
num_leaves=14
num_cat=0
split_feature=19 29 17 9 9 18 20 6 21 10 0 0 2
split_gain=0.00914822 0.00927931 0.00785285 0.00116896 0.00176874 0.00387726 0.00164141 0.00377942 0.00170661 0.00158687 0.00154734 0.00482426 0.00239004
threshold=0.14071500000000006 0.12737000000000004 -0.57205499999999987 0.084515000000000021 0.083955000000000016 -0.020389999999999998 -0.071149999999999991 -0.011039999999999999 -0.075024999999999994 0.09056500000000002 -0.070374999999999993 -0.072529999999999997 -0.082644999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4 -8 10 11 -5 -12
right_child=-2 -3 3 9 5 -7 8 -9 -10 -11 12 -13 -14
leaf_value=0.0012759163123043846 0.0013764941455889292 -0.0014109697500451321 0.00036089647285660704 3.1291072958037699e-05 -0.00099572645035858197 5.0616235707789425e-05 0.0004217394008508309 -0.00041222698650659074 -0.00015382456367699651 0.00049694155809329487 -0.00041614957920550543 0.00088704321361456518 3.810674187030565e-05
leaf_weight=48 48 46 232 1704 63 76 54 85 768 72 186 68 292
leaf_count=48 48 46 232 1704 63 76 54 85 768 72 186 68 292
internal_value=0 -6.17288e-06 1.13167e-05 -5.31722e-06 -8.19562e-05 -0.000417736 -4.02599e-05 0.00015101 -0.000115018 3.65114e-05 2.14137e-05 6.45923e-05 -0.000136942
internal_weight=0 3694 3648 3600 1278 139 1139 317 822 2322 2250 1772 478
internal_count=3742 3694 3648 3600 1278 139 1139 317 822 2322 2250 1772 478
is_linear=0
shrinkage=0.0995203


Tree=7024
num_leaves=31
num_cat=0
split_feature=8 8 6 4 29 3 3 8 26 21 17 17 18 6 8 8 5 8 5 5 26 26 17 18 18 18 18 1 1 17
split_gain=0.00396319 0.012644 0.00358957 0.00310073 0.00440734 0.00257876 0.00252824 0.00164217 0.00242597 0.00157066 0.00217358 0.00182247 0.0015082 0.00228824 0.00425411 0.0128942 0.00576433 0.00390463 0.00257573 0.00187948 0.00177136 0.00273658 0.00245713 0.00208141 0.00173853 0.00207349 0.001388 0.00283634 0.00132693 0.00126419
threshold=-0.097249999999999989 -0.105475 -0.10198499999999999 0.11338500000000003 -0.063964999999999994 0.14166500000000004 0.11197500000000002 -0.51030999999999993 0.11215000000000001 0.10403500000000003 -0.047785000000000001 0.0041300000000000009 0.095920000000000019 0.088565000000000019 -0.072559999999999999 -0.076194999999999999 -0.045014999999999993 -0.052214999999999998 -0.077634999999999996 0.23074000000000006 0.083400000000000016 -0.2382 0.18936500000000003 -0.097059999999999994 0.10256000000000003 0.11362500000000002 0.10085500000000001 -0.010764999999999999 -0.049499999999999995 0.066010000000000027
decision_type=2 2 2 2 2 2 2 2 2 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 7 9 -1 26 10 -2 -12 13 20 15 16 -15 -16 -19 24 21 -4 29 -23 -14 -26 27 -9 -27 -22
right_child=2 -3 12 4 -6 -7 -8 8 -10 -11 11 -13 19 14 17 -17 -18 18 -20 -21 22 23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=0.00046539763590719294 8.8559139300787597e-05 0.0015463961862114874 -0.00055031814602079078 -5.9598531205342518e-05 -0.0011163380182628965 0.00058472537774951106 0.00058924638694960265 0.00029531261921006793 -0.00073424323636872894 0.00017884318605695281 -0.00097158832604167197 -0.00013794048091267112 -0.00064879511916943384 0.0011154946522681213 -0.00087741708364331246 0.0019313650799985449 6.5376744821238775e-05 0.00070861454045031199 -0.00016742957099511507 0.0004675315759290669 -5.5409070770508002e-05 -7.2987447822485066e-05 -0.00061903077513692092 0.00032889183622590541 0.0003289079200555467 -0.000468034481792309 0.00043167042225004536 -0.00047909695937597432 -6.4266615862527733e-06 0.00039328070509352006
leaf_weight=59 66 70 51 78 82 89 49 87 51 77 64 48 68 61 53 49 357 49 101 48 834 180 74 415 85 125 61 100 129 67
leaf_count=59 66 70 51 78 82 89 49 87 51 77 64 48 68 61 53 49 357 49 101 48 834 180 74 415 85 125 61 100 129 67
internal_value=0 0.000301842 4.6529e-06 -0.000251083 -0.000606294 0.000105113 -6.14364e-05 -1.18332e-05 -0.00010874 -0.00018968 -0.000353696 -0.00062162 4.81634e-05 8.12432e-05 0.000236043 0.000401839 0.000220582 -0.000141337 0.000113287 -0.000116599 1.67555e-05 0.000144967 -6.73535e-05 0.000205939 -0.000187501 -9.25551e-05 1.65904e-05 -0.000114432 -0.000236819 -2.11351e-05
internal_weight=0 517 3210 464 160 447 304 358 299 255 178 112 2746 2291 670 467 418 203 150 455 1621 646 975 595 407 339 248 187 254 901
internal_count=3727 517 3210 464 160 447 304 358 299 255 178 112 2746 2291 670 467 418 203 150 455 1621 646 975 595 407 339 248 187 254 901
is_linear=0
shrinkage=0.0995203


Tree=7025
num_leaves=31
num_cat=0
split_feature=6 0 0 17 5 2 2 4 4 20 2 3 3 17 26 26 2 1 3 2 2 2 6 2 2 2 26 3 6 20
split_gain=0.00230009 0.00517451 0.0145214 0.0026026 0.00439887 0.00251042 0.0022325 0.00230991 0.00392707 0.00267597 0.00318446 0.00186054 0.00399734 0.00583498 0.00142315 0.00538403 0.00243066 0.00231655 0.00368042 0.00142606 0.0154141 0.00676096 0.00365835 0.00324244 0.0018243 0.00111166 0.00110863 0.00124421 0.000782245 0.0009723
threshold=-0.10198499999999999 -0.100285 -0.105055 0.056905000000000011 -0.49053999999999998 -0.035314999999999992 -0.083665000000000003 0.14566000000000004 0.12719000000000005 0.096345000000000028 -0.067815 0.11721500000000003 0.10850000000000003 -0.069799999999999987 0.11624000000000002 0.11023000000000002 -0.078289999999999985 -0.076329999999999995 0.10486500000000003 -0.071629999999999985 -0.069129999999999983 -0.076254999999999989 -0.049814999999999991 -0.07725499999999999 0.096520000000000022 -0.011474999999999999 0.084435000000000024 0.088805000000000023 0.089090000000000016 -0.046829999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 26 8 9 10 -8 12 13 -7 15 19 -16 -18 -19 21 -21 23 -23 -3 -22 -6 27 -1 29 -2
right_child=1 14 -4 4 25 11 7 -9 -10 -11 -12 -13 -14 -15 16 -17 17 18 -20 20 24 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.013078609340977e-05 0 1.4051336571817522e-05 0.0019563040006735765 0.0010353137727827548 -0.00049256787482838526 0.0013680946396788698 -0.0010572115758020737 0.00024385281492827739 -0.0011048177426144746 0.00028945902772466208 -0.00014195012330528008 0.00094493624419068878 -0.0004349259745120229 3.1303912925856285e-05 -0.00071101112289805751 0.0008795142248211262 0.00047096253359497908 -0.00082466619897910635 0.00018844694948698469 0.0019071091317381442 -0.00017850682023253845 0 -0.0010311222393688474 0.00079171735907041462 0.00026295737675452734 0.00018148704033806739 -0.00032366672585211183 0.00061470279004467482 0.00016337472248531028 -0.00062963529381118298
leaf_weight=57 46 1634 52 47 46 52 60 50 75 61 108 47 60 89 67 75 65 62 81 46 253 54 95 55 146 49 46 51 50 48
leaf_count=57 46 1634 52 47 46 52 60 50 75 61 108 47 60 89 67 75 65 62 81 46 253 54 95 55 146 49 46 51 50 48
internal_value=0 7.76093e-05 0.000392012 -0.000128118 0.000245736 0.000182415 -0.000234232 -0.000372246 -0.000476271 -0.00026684 -0.000473702 0.00037525 0.000237967 0.000530111 2.4281e-05 4.9543e-05 -0.000189352 -1.73812e-05 -0.00024508 2.19186e-05 0.000181925 -1.63754e-05 -0.000659326 3.98597e-05 -1.49168e-05 -0.00013628 7.77044e-05 0.000256239 -0.000144006 -0.000316215
internal_weight=0 3077 444 650 142 392 508 354 304 229 168 248 201 141 2633 2358 275 208 143 2283 445 1838 149 1689 399 95 154 108 144 94
internal_count=3727 3077 444 650 142 392 508 354 304 229 168 248 201 141 2633 2358 275 208 143 2283 445 1838 149 1689 399 95 154 108 144 94
is_linear=0
shrinkage=0.0995203


Tree=7026
num_leaves=22
num_cat=0
split_feature=8 8 2 0 6 5 17 21 8 17 5 3 6 9 9 9 17 6 0 9 3
split_gain=0.00333817 0.0105267 0.00537489 0.00181337 0.00327445 0.00236699 0.00161646 0.00192231 0.00238429 0.00252987 0.00182664 0.00176653 0.00160512 0.00274109 0.00637007 0.00223929 0.00150959 0.00131098 0.00146131 0.00198803 0.00160815
threshold=-0.10337499999999999 -0.11187999999999999 0.13398000000000002 -0.20796499999999998 -0.097455 -0.091729999999999992 0.093960000000000016 0.10068500000000002 -0.26194999999999996 -0.067414999999999989 -0.338115 0.10038500000000002 -0.14723999999999998 0.11351500000000002 0.09007500000000003 -0.076039999999999983 -0.065699999999999995 -0.12640499999999996 -0.09466999999999999 0.09227500000000001 0.091975000000000015
decision_type=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 -6 7 8 9 -1 -11 -8 13 14 15 -5 -10 -14 20 -20 -19
right_child=2 -3 -4 12 5 -7 11 -9 16 10 -12 -13 17 -15 -16 -17 -18 18 19 -21 -22
leaf_value=0.0001950862440097273 -0.00022428570127642475 0.0017014198251410668 -0.001032222430437494 5.7380915776179819e-05 0.0011148976860090494 0.00013860407253158549 3.8092161351531881e-05 0.0005210516809400123 -0.00013528225655097672 -0.00023061407317721613 -0.0011347260131897208 0.00087592162569531424 0.00050414995440531364 -0.0008678752716245533 0.00084771222456895049 -0.00070695953542386275 0.00060621075669445561 -0.00050256378369090203 0.00010500963624924167 -8.6200818841275731e-05 -2.939572835334263e-05
leaf_weight=48 62 47 49 61 57 47 52 59 51 48 46 52 55 54 55 93 55 106 1591 810 229
leaf_count=48 62 47 49 61 57 47 52 59 51 48 46 52 55 54 55 93 55 106 1591 810 229
internal_value=0 0.000289114 1.96577e-06 1.79577e-05 0.0003383 0.00068156 0.000125618 8.0224e-06 -0.000110728 -0.000379597 -0.000681761 0.000464879 2.77392e-07 -0.000234485 -6.69166e-05 -0.000398886 0.000241732 2.26927e-05 1.27151e-05 4.0162e-05 -0.000181558
internal_weight=0 458 3269 3220 166 104 411 307 248 142 94 104 3054 263 209 154 106 2791 2736 2401 335
internal_count=3727 458 3269 3220 166 104 411 307 248 142 94 104 3054 263 209 154 106 2791 2736 2401 335
is_linear=0
shrinkage=0.0995203


Tree=7027
num_leaves=26
num_cat=0
split_feature=6 5 6 6 23 18 4 3 3 3 4 3 26 3 3 9 26 17 21 2 2 21 9 23 21
split_gain=0.00210636 0.00621739 0.0182155 0.00253023 0.00208693 0.00200179 0.003738 0.00288518 0.00400844 0.00569887 0.00270759 0.00777714 0.00447015 0.00366948 0.0025474 0.00136262 0.00172135 0.00233902 0.00305482 0.00164809 0.00204178 0.00216812 0.00134553 0.00114407 0.000689262
threshold=-0.0072949999999999994 -0.092864999999999989 0.079640000000000016 -0.0093650000000000001 -0.017849999999999998 0.027500000000000007 0.10845500000000002 0.10726500000000001 0.090360000000000024 0.091865000000000016 0.10739000000000003 0.11089500000000001 0.099855000000000013 0.10057000000000002 0.086775000000000033 0.091885000000000022 0.09032500000000003 -0.53015499999999993 -0.014264999999999998 -0.047824999999999999 -0.065379999999999994 0.095375000000000029 0.087635000000000032 -0.068919999999999995 0.093685000000000032
decision_type=2 2 2 2 2 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 23 10 7 8 14 -10 11 12 13 -3 -7 16 17 -6 -19 20 21 -17 -4 -1 -18
right_child=1 5 22 -5 15 6 -8 -9 9 -11 -12 -13 -14 -15 -16 19 24 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.0001016444517372136 0.0023702485956268301 2.8930530669109918e-05 -0.00014718750085059254 -0.00058253463097684153 -0.00064101525577504078 -0.00012922711480773533 -0.00095057562914578771 0.00053369618545549434 -0.0013558801750453995 -0.00014380410769234282 0.00069909480353471602 -0.00099262884841124334 0.00094583232692251181 0.00073930283245343534 0.00056124009570067423 -0.00041562295485378554 0.00070028502780805819 0.00046212717354061 -1.393140540944485e-05 0.00040849952131648287 -0.00072270638415129556 6.4116818057151148e-05 0.00042688922477747307 -0.00082314880608596122 0.00018943932578723517
leaf_weight=46 46 854 85 82 49 118 48 76 51 164 75 63 65 79 94 142 54 159 815 51 61 266 75 47 62
leaf_count=46 46 854 85 82 49 118 48 76 51 164 75 63 65 79 94 142 54 159 815 51 61 266 75 47 62
internal_value=0 0.000107528 0.000623967 -4.19248e-05 -1.61551e-05 4.39801e-05 -0.00011091 -2.91553e-05 -0.000131252 -0.000435128 0.000119828 7.81091e-05 0.000146521 8.99574e-05 0.000173062 9.07776e-06 7.04785e-05 2.84234e-05 6.2942e-05 -0.000123839 -0.000183472 -0.000100845 0.000116795 -0.000475078 0.000434304
internal_weight=0 1893 206 1834 1752 1687 551 503 427 215 1136 1061 998 933 212 1659 1139 1023 974 520 469 408 160 93 116
internal_count=3727 1893 206 1834 1752 1687 551 503 427 215 1136 1061 998 933 212 1659 1139 1023 974 520 469 408 160 93 116
is_linear=0
shrinkage=0.0995203


Tree=7028
num_leaves=27
num_cat=0
split_feature=9 9 3 26 3 1 3 26 10 8 2 26 20 9 1 1 3 4 3 1 1 1 2 9 3 3
split_gain=0.00267123 0.0132408 0.0349922 0.003009 0.00670704 0.0152978 0.00318618 0.00625711 0.00283341 0.00266127 0.00254802 0.00211596 0.00299767 0.00318045 0.00202396 0.00197508 0.00241019 0.00178918 0.0071314 0.00134741 0.00277445 0.00213961 0.0019487 0.00169719 0.00121889 0.00209688
threshold=0.089935000000000029 0.088825000000000029 0.091865000000000016 0.087260000000000018 0.084855000000000028 -0.085014999999999993 0.085965000000000028 0.087745000000000031 0.09056500000000002 -0.082934999999999995 -0.084385000000000002 0.086760000000000018 -0.080434999999999993 0.08597500000000001 -0.048734999999999994 -0.49837999999999999 0.086465000000000028 0.10649000000000002 0.11089500000000001 -0.083684999999999996 -0.080085000000000003 -0.076329999999999995 -0.078289999999999985 0.09143500000000003 0.094525000000000012 0.10486500000000003
decision_type=2 2 2 2 2 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 5 -5 -6 -8 17 -3 -9 12 13 14 -1 -14 -17 19 -19 24 -21 22 -22 -23 -2 -26
right_child=8 2 -4 4 6 -7 7 10 -10 -11 -12 -13 15 -15 -16 16 -18 18 -20 20 21 23 -24 -25 25 -27
leaf_value=-0.00062923934286586837 0.00044420931533227249 -0.00047602452288358649 0.003217119492466375 -1.9924310462851761e-05 -0.00070327426688854657 0.0021157289894289544 0.0012236799085696489 0.00036617702484603715 0.00052090001730092407 0.00045857007236089613 -0.00019456383472561036 -0.00061175436235767777 -0.00039405813167684106 -0.00084630386362627495 -1.3890302363253324e-05 -7.1461840898831577e-05 0.00023841770296932052 0.00032230723846356571 -0.0014190178123685416 -0.00082539910277205962 -7.1192256871819366e-05 -0.00052311370956698076 0.00080316979544885084 -8.7277981889829126e-05 -0.00051321435173815109 0.00031857173038534815
leaf_weight=64 83 54 48 82 51 55 46 120 73 68 242 62 83 71 324 421 596 46 46 54 50 102 48 744 54 67
leaf_count=64 83 54 48 82 51 55 46 120 73 68 242 62 83 71 324 421 596 46 46 54 50 102 48 744 54 67
internal_value=0 9.39812e-05 0.000940584 2.86943e-05 0.000220121 0.00083148 3.58616e-05 0.00013026 -8.03177e-05 3.8187e-05 -6.42146e-06 -4.11832e-05 -1.7967e-05 -0.000232019 -0.000117501 7.06067e-05 0.000109334 -0.000114868 -0.000539457 -8.16888e-05 -0.000129768 -8.91086e-05 0.000348714 -0.000140793 0.00014951 -4.58731e-05
internal_weight=0 2387 170 2217 596 137 459 408 1367 122 362 1621 1559 459 388 1100 1017 1294 92 1202 998 944 98 846 204 121
internal_count=3754 2387 170 2217 596 137 459 408 1367 122 362 1621 1559 459 388 1100 1017 1294 92 1202 998 944 98 846 204 121
is_linear=0
shrinkage=0.0995203


Tree=7029
num_leaves=28
num_cat=0
split_feature=9 9 20 9 26 3 3 5 2 5 9 3 5 4 1 2 20 9 20 3 3 5 26 9 9 3 3
split_gain=0.00216173 0.0107409 0.0325057 0.00467658 0.00247773 0.00766993 0.0129004 0.00224435 0.00251894 0.00295827 0.00251192 0.00184509 0.00399427 0.00324453 0.00152544 0.00223689 0.00153838 0.00302306 0.00330818 0.00227849 0.00517621 0.00205312 0.00126198 0.00312955 0.00298758 0.00226821 0.00249091
threshold=0.089935000000000029 0.088825000000000029 -0.079154999999999989 0.08938500000000002 0.087625000000000022 0.084855000000000028 0.083725000000000022 -0.24120999999999998 -0.084385000000000002 -0.0060949999999999997 0.086315000000000017 0.014805000000000004 -0.46834999999999999 0.10739000000000003 -0.49837999999999999 0.097285000000000024 -0.080434999999999993 0.08709500000000002 -0.081945000000000004 0.08622500000000001 0.088115000000000013 -0.019465 0.11861500000000001 0.10371500000000002 0.11741500000000002 0.08888500000000002 0.09049500000000002
decision_type=2 2 2 2 2 2 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 14 6 -6 -7 10 -10 -9 -2 -13 22 15 -1 17 18 -16 21 -21 -18 25 -24 -25 -14 -27
right_child=11 2 3 -5 5 7 -8 8 9 -11 -12 12 13 -15 16 -17 19 -19 -20 20 -22 -23 23 24 -26 26 -28
leaf_value=0 0.00044286001247750915 0.0030096406688960194 -0.00056567799611226732 0.00068356459675025436 -0.0001757355897439266 0.00067866918459064238 0.0020097931862886101 -0.00022831023196409874 -0.00050762168227390012 0.00022462923480799635 0.0006417875229704341 -0.0008858653961196076 0.00052208622174577328 0.00070071569682587953 4.7207573875015641e-05 -0.00089197777854988576 -0.00034899969485155071 -0.0009296841998896148 -0.00074250493806531591 0.00078693622389343582 4.5951797178624938e-05 6.9326286978989637e-05 0.00065360335861480831 -0.00079528965778617321 0.00019329072114659319 -0.00073218590914193372 -0.0001270530848106509
leaf_weight=64 65 49 69 52 50 46 56 54 157 82 80 61 48 53 336 49 206 46 62 113 555 261 73 47 83 74 863
leaf_count=64 65 49 69 52 50 46 56 54 157 82 80 61 48 53 336 49 206 46 62 113 555 261 73 47 83 74 863
internal_value=0 8.44575e-05 0.000846977 -2.20478e-05 2.56181e-05 0.000214701 0.000971161 2.13749e-05 -5.74909e-05 -0.000252964 0.000285042 -7.23245e-05 -9.86729e-05 -5.93196e-05 -3.25672e-05 -0.000385934 -6.76033e-06 -0.000164277 -7.37562e-05 5.41374e-05 0.000172524 -0.00011345 -9.3916e-05 0.000129939 -0.000157822 -0.000140882 -0.000175717
internal_weight=0 2387 170 121 2217 525 106 419 373 239 134 1367 1302 1241 1692 113 1579 444 398 1135 668 467 1188 203 130 985 937
internal_count=3754 2387 170 121 2217 525 106 419 373 239 134 1367 1302 1241 1692 113 1579 444 398 1135 668 467 1188 203 130 985 937
is_linear=0
shrinkage=0.0995203


Tree=7030
num_leaves=23
num_cat=0
split_feature=5 5 0 18 10 9 7 17 27 18 18 26 26 26 9 9 20 20 5 9 18 19
split_gain=0.0019646 0.0178551 0.0554222 0.0042758 0.00257886 0.00202438 0.00862382 0.00198652 0.001931 0.00119931 0.00438502 0.00177652 0.00581538 0.00284577 0.00119157 0.00203836 0.00176293 0.00135404 0.00209421 0.00117254 0.00334182 0.00114208
threshold=-0.095169999999999991 -0.13803499999999999 -0.092134999999999995 0.087505000000000013 0.09056500000000002 0.11408000000000003 0.081185000000000021 -0.54604999999999992 -0.089394999999999988 0.089775000000000021 0.091725000000000015 0.11575500000000001 0.12508000000000005 0.10393000000000002 0.088995000000000019 0.086885000000000032 -0.06470999999999999 -0.077724999999999989 -0.47386999999999996 0.089605000000000018 -0.10212999999999998 0.090990000000000029
decision_type=2 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 14 19 -9 11 -11 13 -13 -10 15 16 -1 -16 -19 -2 -21 -12
right_child=4 2 -4 -5 -6 -7 -8 8 9 10 21 12 -14 -15 17 -17 -18 18 -20 20 -22 -23
leaf_value=-0.00042071402606231494 -0.00063424267397147154 -0.00072058792009975893 0.0040209530479865096 0.00056350344156048645 0.00072249396837586739 -0.00051610430546025386 0.0013139154819554368 0.00061892216744650582 1.7493943321147805e-05 -0.00094895989734282025 2.8633613441618562e-05 0.0011357182201953654 -0.00023544819449576953 -0.00068491606013010872 9.008133131632013e-05 0.00058840398037902702 4.877593466268934e-05 -0.0010133231222938931 -0.00014766779566050513 0.00041248793444238801 -0.00073188763888710757 -0.00030815274451216715
leaf_weight=107 80 56 46 47 46 80 47 48 1784 60 415 56 66 59 56 52 297 47 74 54 47 130
leaf_count=107 80 56 46 47 46 80 47 48 1784 60 415 56 66 59 56 52 297 47 74 54 47 130
internal_value=0 0.000151947 0.00114829 -0.000126696 -1.59427e-05 -4.23127e-05 1.22236e-05 -2.8371e-05 -6.00758e-06 -1.7998e-05 -0.000140685 1.93594e-05 0.00038723 -4.54816e-06 -8.31333e-05 1.47081e-07 -7.35429e-05 -0.000302311 -0.00049068 -0.000347314 -0.000111938 -5.01987e-05
internal_weight=0 909 149 103 2845 760 680 2799 2618 2570 605 1965 122 1843 633 456 404 177 121 181 101 545
internal_count=3754 909 149 103 2845 760 680 2799 2618 2570 605 1965 122 1843 633 456 404 177 121 181 101 545
is_linear=0
shrinkage=0.0995203


Tree=7031
num_leaves=21
num_cat=0
split_feature=0 0 0 17 1 0 10 26 26 0 29 10 21 18 5 20 20 20 1 4
split_gain=0.00193455 0.0126228 0.0558325 0.00452997 0.00361811 0.00281236 0.00197495 0.00212394 0.00555663 0.00203752 0.00188082 0.0017054 0.00167315 0.00114805 0.00129773 0.00198916 0.00221065 0.00172501 0.00307781 0.00243973
threshold=-0.085794999999999996 -0.088784999999999989 -0.088174999999999989 -0.0069749999999999994 -0.03694999999999999 -0.087084999999999982 0.09056500000000002 -0.2382 -0.16205499999999998 -0.085245000000000001 0.097185000000000021 0.086030000000000023 -0.083919999999999995 -0.16233499999999998 -0.019465 0.0013750000000000004 -0.0093149999999999986 -0.091229999999999992 0.18123500000000006 0.10495500000000003
decision_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 5 -5 -4 7 -2 -9 -10 13 12 -11 -1 17 16 -16 18 -15 -19
right_child=6 2 3 4 -6 -7 -8 8 9 11 -12 -13 -14 14 15 -17 -18 19 -20 -21
leaf_value=-0.00054864915919363073 0.0005868198870291843 0.0034576567067706506 -0.00077337962106404886 0.00095901230614753156 -0.00012109168237528671 9.4912057120081887e-05 0.00055039465122564963 -0.0010847475548169015 -0.00055886149894563667 -0.00048237823783626831 0.00056304742746829265 -0.00062173356879095939 9.6329612798720363e-06 0.00085184413364939541 0.00025784421429635954 0.00069388167151465858 -0.0004204543325623795 -0.0002652062230569873 -0.00020754628758563225 0.00014037041990509636
leaf_weight=47 50 58 71 71 52 74 55 52 73 71 49 46 1868 49 130 53 75 554 59 197
leaf_count=47 50 58 71 71 52 74 55 52 73 71 49 46 1868 49 130 53 75 554 59 197
internal_value=0 0.0001079 0.000657825 4.88359e-05 0.000495728 -0.000324606 -3.72214e-05 -5.25628e-05 -6.81021e-05 -4.20164e-05 -3.92206e-05 -2.25966e-05 -7.96074e-06 -6.52771e-05 -4.42054e-05 0.000150238 5.69287e-06 -0.000103559 0.000265523 -0.000157727
internal_weight=0 1539 326 268 123 145 2215 2160 2110 2058 1213 1985 1939 1164 1117 258 205 859 108 751
internal_count=3754 1539 326 268 123 145 2215 2160 2110 2058 1213 1985 1939 1164 1117 258 205 859 108 751
is_linear=0
shrinkage=0.0995203


Tree=7032
num_leaves=13
num_cat=0
split_feature=10 18 18 18 2 30 5 1 7 0 3 1
split_gain=0.0242603 0.0101911 0.00412847 0.0182351 0.00251878 0.0019453 0.00200074 0.00277664 0.00237254 0.00208913 0.00186497 0.00184948
threshold=0.096215000000000023 0.26473000000000008 -0.10082999999999999 -0.110495 0.097285000000000024 0.10940500000000002 -0.54165499999999989 0.41165000000000013 0.083320000000000019 -0.23177499999999998 0.085795000000000024 0.066150000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 6 7 -4 9 -8 -1 -12
right_child=-2 -3 5 -5 -6 -7 8 -9 -10 -11 11 -13
leaf_value=0.00063463061592899928 0.0021774724829786178 -0.0011937327139075545 -0.00011384536945644644 0.002007271532172139 -0.00055904921092791917 0.00042373215460883042 -0.00070205780511687699 0.00094504569598207193 -0.00073051519027749411 -5.1551795264341022e-05 -6.0447695002204271e-05 0.00062307707670269095
leaf_weight=64 50 73 50 53 58 84 50 46 54 2859 259 46
leaf_count=64 50 73 50 53 58 84 50 46 54 2859 259 46
internal_value=0 -2.94758e-05 -5.79115e-06 0.000265797 4.77248e-05 -4.75287e-05 -6.07371e-05 0.000385013 -7.54555e-05 -6.30141e-05 0.000145317 3.99573e-05
internal_weight=0 3696 3623 480 427 3143 3059 96 2963 2909 369 305
internal_count=3746 3696 3623 480 427 3143 3059 96 2963 2909 369 305
is_linear=0
shrinkage=0.0995203


Tree=7033
num_leaves=13
num_cat=0
split_feature=22 18 18 18 2 3 17 0 1 5 30 1
split_gain=0.0223774 0.00825347 0.00521743 0.0167363 0.00247387 0.00345243 0.00224606 0.00261579 0.00425908 0.00241869 0.00176649 0.00139999
threshold=0.13292500000000004 0.26473000000000008 -0.10082999999999999 -0.110495 0.097285000000000024 0.085730000000000015 -0.56005499999999986 0.12433000000000002 -0.44477499999999998 0.40249000000000007 0.10940500000000002 0.066150000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4 9 -9 10 -8 -7
right_child=-2 -3 6 -5 -6 11 7 8 -10 -11 -12 -13
leaf_value=0.00087175046093551135 0.0021814575236698678 -0.0010749322317931407 -0.00065142090511413847 0.0020241716545641216 -0.00050341248349994013 -3.2436774970295719e-05 -5.7062237461510006e-05 0.0011609615577366655 -0.00018048090939483334 -0.00070559662313808634 0.00042196013929019193 0.00056106832946437577
leaf_weight=62 46 73 61 50 58 261 2863 46 46 56 78 46
leaf_count=62 46 73 61 50 58 261 2863 46 46 56 78 46
internal_value=0 -2.71596e-05 -5.84555e-06 0.000300634 9.68973e-05 0.000193474 -5.25152e-05 -4.04233e-05 0.000481342 -5.67133e-05 -4.40794e-05 5.38259e-05
internal_weight=0 3700 3627 477 427 369 3150 3089 92 2997 2941 307
internal_count=3746 3700 3627 477 427 369 3150 3089 92 2997 2941 307
is_linear=0
shrinkage=0.0995203


Tree=7034
num_leaves=17
num_cat=0
split_feature=10 18 2 9 17 36 18 18 10 3 17 17 18 7 0 20
split_gain=0.019407 0.00666459 0.00384167 0.00948808 0.0156881 0.00163208 0.0015136 0.0024472 0.00167046 0.00147838 0.00163677 0.00449789 0.00163894 0.00152264 0.00168767 0.000569825
threshold=0.096215000000000023 0.26473000000000008 -0.097424999999999998 0.083835000000000021 -0.085229999999999986 0.088355000000000031 -0.120155 -0.025879999999999997 0.082245000000000026 0.084380000000000024 -0.011809999999999999 -0.07496499999999999 -0.011039999999999999 -0.075879999999999989 -0.068189999999999987 -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 9 -5 15 -9 10 11 -4 -12 -11 -15 -8
right_child=-2 -3 5 6 -6 -7 7 8 -10 13 12 -13 -14 14 -16 -17
leaf_value=0.0024713043073476058 0.0019474899319967289 -0.00096795483615412655 -0.00042207118076836332 -0.0004368696792528509 0 0.0003913323041860554 0.00020387044863815366 -0.00037158182769086794 0.00026178760533016455 0.00049713587942577266 -0.00094390871958328036 0.00075106120820568113 -0.00023219736029319668 -8.2431685198476758e-05 0.00011856482851906087 0.00069986890716470813
leaf_weight=46 50 73 99 61 58 82 47 104 67 52 55 48 87 2254 504 59
leaf_count=46 50 73 99 61 58 82 47 104 67 52 55 48 87 2254 504 59
internal_value=0 -2.64029e-05 -7.20557e-06 0.000267446 0.00109877 -4.56258e-05 9.23196e-06 0.000110426 -0.000118632 -5.74519e-05 -0.000272211 -3.34385e-05 -0.000513625 -3.50733e-05 -4.54045e-05 0.000487668
internal_weight=0 3696 3623 442 104 3181 338 277 171 3099 289 147 142 2810 2758 106
internal_count=3746 3696 3623 442 104 3181 338 277 171 3099 289 147 142 2810 2758 106
is_linear=0
shrinkage=0.0995203


Tree=7035
num_leaves=15
num_cat=0
split_feature=27 18 18 2 5 10 26 5 18 10 9 0 18 21
split_gain=0.0209747 0.00506953 0.00407862 0.0142954 0.014809 0.00479421 0.00177765 0.00180426 0.00164945 0.00157754 0.00154231 0.00102647 0.00176174 0.0011354
threshold=0.11470500000000003 0.26473000000000008 -0.10082999999999999 -0.104295 0.27287000000000011 0.093790000000000026 0.090545000000000028 0.51100000000000012 -0.112385 0.086275000000000018 0.089105000000000018 0.11291000000000002 0.027500000000000007 0.096850000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 8 -8 10 11 -5 13 -13 -4
right_child=-2 -3 5 6 -6 -7 7 -9 -10 -11 -12 12 -14 -15
leaf_value=0.0026320589183597416 0.0017721652737004981 -0.0008642778702995336 -1.2965466355508754e-05 -0.00019672765031093238 0.00012714212971663726 -0.0010138956146096062 0.00064555790719975829 -9.5680625464964142e-05 -0.00067363031566335433 0.00045148160892821064 0.00043342081688275849 -0.00079294946822108163 1.698955889436589e-05 -0.00018744821857489803
leaf_weight=46 65 71 2478 154 49 51 67 60 51 63 51 49 54 437
leaf_count=46 65 71 2478 154 49 51 67 60 51 63 51 49 54 437
internal_value=0 -3.12846e-05 -1.46748e-05 0.000255794 0.00134867 -5.62147e-05 -1.31467e-05 0.000288921 -0.000166198 -4.00964e-05 -3.59656e-05 -5.06292e-05 -0.000360374 -3.94037e-05
internal_weight=0 3681 3610 478 95 3132 383 127 256 3081 205 3018 103 2915
internal_count=3746 3681 3610 478 95 3132 383 127 256 3081 205 3018 103 2915
is_linear=0
shrinkage=0.0995203


Tree=7036
num_leaves=31
num_cat=0
split_feature=10 8 2 2 1 5 3 3 17 3 10 5 8 1 1 2 0 17 5 5 1 2 2 1 5 0 3 2 2 5
split_gain=0.00694768 0.00412038 0.00891185 0.0116541 0.0133378 0.0172141 0.00363861 0.0122579 0.00323202 0.00582727 0.00292969 0.00274079 0.00581667 0.00382048 0.00256594 0.00322747 0.00293499 0.00249141 0.00364276 0.00224487 0.00317075 0.00208854 0.00207826 0.00152368 0.00201607 0.00544704 0.00112603 0.00218838 0.00272003 0.00111056
threshold=0.090150000000000022 -0.085499999999999993 -0.082084999999999991 -0.082794999999999994 -0.010395 -0.42676999999999993 0.085795000000000024 0.085295000000000024 0.0084900000000000028 0.086605000000000029 0.085705000000000017 -0.014739999999999998 -0.087444999999999995 -0.08616 -0.085574999999999998 -0.084924999999999987 -0.081674999999999984 0.056905000000000011 -0.070260000000000003 0.060575000000000011 -0.06551499999999999 0.097745000000000012 -0.026175 0.18123500000000006 -0.50273499999999982 -0.11239999999999999 0.085035000000000013 -0.080644999999999994 -0.081204999999999986 -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 2 2 2 2 2 2
left_child=1 2 3 4 11 -6 7 14 9 -8 21 13 -13 -1 16 -16 -3 18 -10 20 -19 -11 -17 26 -25 -26 -4 28 -28 -29
right_child=-2 6 23 -5 5 -7 8 -9 17 10 -12 12 -14 -15 15 22 -18 19 -20 -21 -22 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=0.00022895804672554788 -0.00089487782982039629 0.0006043948216085676 -0.00033200963487352975 0.0017180187594317852 4.7823335884792845e-05 0.0027072064167867151 0.0010729607230458937 -0.0017681964337669532 -0.00011691607281900594 -4.603019399911696e-05 0.00079183575071111129 -0.00014779982469358477 0.0010478459812873443 -0.00096493814184194296 -0.0010694646894443506 0.00038699052715464153 -0.00023108640878098435 0.00029163442131636242 -0.0012772193247779294 -0.00076951752489978536 -0.00025546378806838344 0.00032693302529680437 -0.00048181975775051108 0.00016483181101890703 -0.0013502623764847022 3.2016557482781604e-05 0 0.00021310347164880529 0.0010238589656055891 -0.00014685580023534288
leaf_weight=46 86 77 76 67 52 46 55 52 63 1187 48 141 56 60 50 48 89 174 49 46 263 170 62 55 49 64 55 125 49 261
leaf_count=46 86 77 76 67 52 46 55 52 63 1187 48 141 56 60 50 48 89 174 49 46 263 170 62 55 49 64 55 125 49 261
internal_value=0 1.00295e-05 0.00016097 0.000500509 0.000295043 0.00130446 -6.42049e-05 -0.000348052 -1.15952e-05 6.76578e-05 2.77217e-05 -2.87326e-05 0.000187924 -0.000439109 -0.000119015 -0.000404816 0.000151525 -0.000207441 -0.000631858 -0.00010733 -3.57528e-05 9.00229e-08 -9.52605e-05 -5.44052e-05 -0.000317922 -0.000560135 2.23654e-05 7.90004e-05 0.000484631 -2.81679e-05
internal_weight=0 3635 1202 468 401 98 2433 378 2055 1460 1405 303 197 106 326 160 166 595 112 483 437 1357 110 734 168 113 566 490 104 386
internal_count=3721 3635 1202 468 401 98 2433 378 2055 1460 1405 303 197 106 326 160 166 595 112 483 437 1357 110 734 168 113 566 490 104 386
is_linear=0
shrinkage=0.0995203


Tree=7037
num_leaves=30
num_cat=0
split_feature=12 0 9 9 9 17 20 21 21 1 3 6 3 6 20 6 1 21 17 1 20 6 20 26 20 0 26 9 20
split_gain=0.0056782 0.00238794 0.00515575 0.00698409 0.0214345 0.00988981 0.00377842 0.00255481 0.00454163 0.0024034 0.00193708 0.0301511 0.00288908 0.00235453 0.0017015 0.00248011 0.00216007 0.00166752 0.0022349 0.00216061 0.00149419 0.00185991 0.00166341 0.00371395 0.00327391 0.00146769 0.00166449 0.00246303 0.000743331
threshold=0.098385000000000028 -0.085794999999999996 0.087155000000000024 0.083110000000000031 0.083795000000000022 0.048755000000000014 -0.082220000000000001 0.095970000000000014 0.091230000000000019 0.054560000000000004 0.085965000000000028 0.08866000000000003 0.087170000000000011 0.08846500000000003 -0.014955 -0.0026549999999999998 0.18123500000000006 -0.085574999999999998 -0.56655999999999984 -0.077429999999999985 1.0000000180025095e-35 -0.23827499999999999 -0.049534999999999996 0.056820000000000016 -0.071149999999999991 -0.084534999999999985 0.086895000000000014 0.084485000000000018 -0.072005
decision_type=2 2 2 2 2 2 2 2 2 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 -5 6 -6 8 14 -9 11 25 13 -12 16 -16 -4 -14 -19 -20 22 -22 24 -24 -1 -3 27 -27 -11
right_child=-2 10 7 4 5 -7 -8 9 -10 28 12 -13 17 -15 15 -17 -18 18 19 -21 21 -23 23 -25 -26 26 -28 -29 -30
leaf_value=0.00010469169645626345 -0.0010630487121511415 0.00056523379470861321 -9.7147048068127803e-05 0.0023999120331684633 0.00085821318344089228 0.0015297879297618926 -0.00011415006044119027 0.00060508262719731617 -0.0011932361659804536 0.00010266822859968841 2.0554770842963133e-05 -0.0026509710997985473 0.00049538987281819819 0.00097997504442551286 0.00052751503856851404 -0.00026088636429960231 -0.00096402221472502653 -0.00074793472250963276 9.0426621290985325e-05 -0.00014415013651051628 0.00020648548384347428 -0.00056705801561050351 0.00057221964275688299 -0.00031490688116440598 -0.00078602570837189411 -0.00013032119790506587 -0.00054946462267521385 0.00061346191153345553 -0.00044391358955991748
leaf_weight=202 50 52 76 54 47 52 248 70 50 48 55 46 53 50 65 100 48 47 645 970 47 83 153 66 51 134 47 65 47
leaf_count=202 50 52 76 54 47 52 248 70 50 48 55 46 53 50 65 100 48 47 645 970 47 83 153 66 51 134 47 65 47
internal_value=0 4.55029e-06 0.000100942 0.00023176 0.000553591 0.000263907 3.79939e-05 -0.000157772 -0.000314913 0.000160121 -6.21981e-05 -0.000278969 -2.07761e-05 0.000485218 -0.000160121 4.47347e-05 -0.000439314 -5.22327e-05 -7.01886e-05 -4.99578e-05 1.60241e-05 -0.000281095 9.95922e-05 0.000301128 -7.16245e-05 8.44319e-05 -1.38734e-05 0.000108509 -0.000159129
internal_weight=0 3671 1507 1003 401 347 295 504 339 165 2164 344 1820 105 289 165 124 1715 1662 1615 602 130 472 219 253 298 246 199 95
internal_count=3721 3671 1507 1003 401 347 295 504 339 165 2164 344 1820 105 289 165 124 1715 1662 1615 602 130 472 219 253 298 246 199 95
is_linear=0
shrinkage=0.0995203


Tree=7038
num_leaves=24
num_cat=0
split_feature=10 8 18 8 26 26 26 17 18 10 2 2 17 26 21 6 21 2 2 2 17 4 18
split_gain=0.00533698 0.0030052 0.0122 0.0031098 0.0115257 0.0033595 0.00931583 0.0025575 0.00259265 0.00249777 0.00354649 0.0128716 0.00312844 0.00254812 0.00197937 0.0037552 0.00373198 0.00196253 0.004715 0.00425343 0.00192673 0.00151156 0.00135147
threshold=0.090150000000000022 -0.085499999999999993 -0.10212999999999998 -0.086304999999999993 0.086325000000000027 0.087675000000000017 0.08919500000000001 0.047990000000000012 0.0036600000000000005 0.085705000000000017 -0.088554999999999995 -0.095204999999999998 0.0021900000000000005 -0.23033499999999998 0.087625000000000022 -0.088734999999999994 0.083545000000000022 -0.082275000000000001 -0.084674999999999986 -0.079954999999999984 -0.013125 0.092860000000000012 -0.015440000000000001
decision_type=2 2 2 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 7 -7 22 -9 10 11 13 14 -3 16 -16 -12 18 -14 -19 -8 -15 -4
right_child=-2 9 3 4 -6 6 20 8 -10 -11 12 -13 17 21 15 -17 -18 19 -20 -21 -22 -23 -24
leaf_value=0.0015222909596394926 -0.00078359198448467167 0.00056387559995762658 0.00029514860429302606 0.00167913392687215 -0.00049267408891239092 0.0012158992312586892 -0.00038973465417274791 -0.00088139856446318836 0 0.00063371059337149897 0.00010439813165613073 -0.0014875410293583606 7.7632693761946794e-05 -6.904937615907307e-05 -0.00044381763827006988 0.00011903674011488561 0.00091538028963483774 0.00076387276092097225 -0.0012303909768527047 -0.00020656714041283382 0.00016941319960132501 -0.00070584993973832094 -9.6050095745833669e-05
leaf_weight=60 86 54 109 49 47 79 89 77 60 51 786 78 52 208 184 321 61 49 55 488 194 46 438
leaf_count=60 86 54 109 49 47 79 89 77 60 51 786 78 52 208 184 321 61 49 55 488 194 46 438
internal_value=0 9.50974e-06 0.000138441 6.50178e-05 0.000607326 1.44631e-05 0.00026032 -0.000114457 -0.000499198 -5.38512e-05 -6.8916e-05 -0.000345153 -1.50853e-05 -5.31886e-05 7.04602e-05 -8.44219e-05 0.000163771 -0.000195949 -0.000587065 -0.000116492 -3.53925e-06 -0.000187599 -1.65998e-05
internal_weight=0 3635 1202 1142 96 1046 362 684 137 2433 2382 386 1996 308 1352 505 847 644 107 537 283 254 547
internal_count=3721 3635 1202 1142 96 1046 362 684 137 2433 2382 386 1996 308 1352 505 847 644 107 537 283 254 547
is_linear=0
shrinkage=0.0995203


Tree=7039
num_leaves=23
num_cat=0
split_feature=10 2 18 18 18 9 2 3 9 17 3 3 9 4 2 3 9 1 3 18 2 4
split_gain=0.00432778 0.00242787 0.00864177 0.00244834 0.00854748 0.0105357 0.00243134 0.0109194 0.00479008 0.00352359 0.00327097 0.00375059 0.00289755 0.00609222 0.00286864 0.00231534 0.00166818 0.00230972 0.00160555 0.00395741 0.00282146 0.000816754
threshold=0.090150000000000022 -0.11700999999999999 -0.098315 0.084900000000000017 0.089020000000000016 0.085465000000000027 -0.088554999999999995 0.085505000000000012 0.08758500000000001 0.0084900000000000028 0.08400500000000001 0.087625000000000022 0.11408000000000003 0.14566000000000004 -0.097424999999999998 0.085035000000000013 0.095415000000000014 -0.40145499999999995 0.090595000000000023 0.092750000000000013 -0.078289999999999985 0.079225000000000018
decision_type=2 2 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 -5 7 -3 -9 12 -11 -12 13 -8 -10 -6 17 -4 19 -17 -20 -19
right_child=-2 3 16 4 15 -7 9 8 14 10 11 -13 -14 -15 -16 18 -18 21 20 -21 -22 -23
leaf_value=0.0012857765387862821 -0.0007056085217470422 -0.0016762445779150363 -0.00074793982482790333 1.8498398944491627e-05 -0.00064009141888265032 0.0019581382324113179 3.6103492905915177e-05 0.00080104048885899792 0.0001867620108739754 -0.0010181450598821481 0.00049792576068575492 -0.00027719416631472222 -0.00050770319500574427 0.0011536986642052482 -0.00070374730441323064 0.00090229973930928042 0.00050789326269376218 0.000376226917172503 -0.00045569568134193154 -4.9395623995834157e-06 9.3808794909702251e-05 -0.0001277730247522066
leaf_weight=66 86 50 47 60 51 53 1516 51 61 50 71 452 90 50 83 69 49 51 124 148 361 82
leaf_count=66 86 50 47 60 51 53 1516 51 61 50 71 452 90 50 83 69 49 51 124 148 361 82
internal_value=0 8.57144e-06 0.00028239 -1.5368e-05 0.000128329 0.000935486 -6.59987e-05 -0.000363915 -2.32216e-05 -3.28861e-05 -0.000245805 -0.000170402 4.02926e-05 7.23094e-05 -0.000320833 6.11476e-06 -3.22092e-06 -0.000146906 5.42275e-05 0.000279765 -4.49952e-05 5.93351e-05
internal_weight=0 3635 295 3340 866 113 2474 245 195 2229 573 523 1656 1566 144 753 229 180 702 217 485 133
internal_count=3721 3635 295 3340 866 113 2474 245 195 2229 573 523 1656 1566 144 753 229 180 702 217 485 133
is_linear=0
shrinkage=0.0995203


Tree=7040
num_leaves=26
num_cat=0
split_feature=5 5 5 2 21 9 9 9 9 2 5 20 18 6 1 18 5 1 5 6 2 18 9 20 2
split_gain=0.00199616 0.00457002 0.0157132 0.00258873 0.00684409 0.00232865 0.00731378 0.00277838 0.00612558 0.00231495 0.00212394 0.00170014 0.00155109 0.00235646 0.00207786 0.00398518 0.0021491 0.00190752 0.00179469 0.00143987 0.00377483 0.00231146 0.00217093 0.00176608 0.000790445
threshold=0.41370500000000004 0.06136500000000001 0.066815000000000027 -0.095204999999999998 0.11162500000000002 0.094685000000000033 0.093535000000000021 0.09271500000000002 0.091885000000000022 -0.08569499999999998 0.024640000000000006 -0.077044999999999988 -0.034774999999999993 -0.07664 -0.049499999999999995 0.15374500000000005 0.23560500000000004 -0.050379999999999994 0.19791500000000004 0.094510000000000025 -0.076524999999999996 0.10256000000000003 0.097365000000000021 -0.077299999999999994 -0.058894999999999996
decision_type=2 2 2 2 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 8 9 -1 19 -6 13 -4 15 24 -16 18 -15 22 -21 -22 -7 -24 -14
right_child=3 2 12 4 11 10 -8 -9 -10 -11 -12 -13 14 17 16 -17 -18 -19 -20 20 21 -23 23 -25 -26
leaf_value=-0.00027927085175361038 0.00011546252950410548 0.0015588200545434909 -0.00074492265632818458 -0.0014287634920384892 0.00034387854209862081 0.0007615080283762956 -0.0011371448132905329 0.00054134417250324511 -0.0010007526149674597 -3.2104338742463709e-05 0.00073444526837453345 -0.0004084687063538993 4.6750784337964739e-05 -0.00056196033188516119 0.00097882295250011878 -0.00073156572867876055 6.8975303335989434e-05 0.00054873455081003218 0.00010542425613150622 -0.00080631474805663717 -0.00033517580022860669 0.00057939734690844636 -0.00046163231896492117 0.00017305036636885808 0.00063499528027209477
leaf_weight=492 88 75 53 58 48 50 70 64 76 1626 47 76 51 67 53 54 54 48 95 64 50 59 54 217 46
leaf_count=492 88 75 53 58 48 50 70 64 76 1626 47 76 51 67 53 54 54 48 95 64 50 59 54 217 46
internal_value=0 -3.84684e-05 0.000211882 -0.000320098 -0.000535197 -9.0761e-05 -0.000134129 -0.000102672 -0.000121831 -8.99063e-05 9.43432e-05 -0.000110636 1.64134e-05 -0.000151936 0.000191198 -4.15445e-05 0.000527298 0 -0.00016554 3.17856e-05 -0.000197564 0.000152358 0.000157941 4.35614e-05 0.000334152
internal_weight=0 3465 596 270 182 2869 2328 2258 2194 2118 541 124 521 263 258 151 107 210 162 494 173 109 321 271 97
internal_count=3735 3465 596 270 182 2869 2328 2258 2194 2118 541 124 521 263 258 151 107 210 162 494 173 109 321 271 97
is_linear=0
shrinkage=0.0995203


Tree=7041
num_leaves=26
num_cat=0
split_feature=6 6 6 18 5 26 26 26 21 3 3 5 1 3 8 18 26 10 9 9 4 21 18 18 5
split_gain=0.00165565 0.0159905 0.00774563 0.00191882 0.00865269 0.00208498 0.0020908 0.00302072 0.00187993 0.00230831 0.00407579 0.00479385 0.00429309 0.00287532 0.00371479 0.0070023 0.00322005 0.00150208 0.00182314 0.00327271 0.0125973 0.00578394 0.00232725 0.00344008 0.00246615
threshold=0.092405000000000029 0.093595000000000025 0.091495000000000007 -0.083775000000000002 -0.018754999999999997 0.095385000000000011 0.09167500000000002 0.089365000000000014 -0.032064999999999996 0.097255000000000022 0.10850000000000003 0.043850000000000007 -0.061135000000000002 0.094285000000000022 -0.083294999999999994 -0.082304999999999989 0.096685000000000021 0.093790000000000026 0.092150000000000024 0.11296000000000002 0.10373000000000003 0.086835000000000009 -0.037059999999999989 -0.019539999999999998 -0.014374999999999999
decision_type=2 2 2 2 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 6 7 -6 -3 13 11 -11 -12 14 -10 -16 -15 18 22 20 -20 -21 24 -24 -5
right_child=1 8 -4 17 5 -7 -8 -9 9 10 12 -13 -14 16 15 -17 -18 -19 19 21 -22 -23 23 -25 -26
leaf_value=-0.0012152538482314099 0.0017471282598268967 -0.00058215346011326961 -0.0013670026489677868 -5.7023028024889063e-05 -1.7095998616447077e-05 -0.00057005809719497713 0.00057359523193316287 -0.00085869695520695807 -0.00051441583746206492 8.8417900487147655e-06 0.00037888080060637845 0.0014488064566347395 -0.00079532815601748353 -0.0012183233460243228 -0.00044200551486154796 0.00087937668527515874 -8.2103706083896372e-05 -0.00056137258665982703 7.1899015404159567e-05 -0.0010427819133563619 0.0017920043961568541 0.00037815493740591706 -0.00065631236919010193 -4.6326922602080721e-05 0.00078101684697382077
leaf_weight=75 53 60 46 70 547 80 52 46 82 46 73 48 53 46 69 92 57 49 277 53 50 60 98 1487 66
leaf_count=75 53 60 46 70 547 80 52 46 82 46 73 48 53 46 69 92 57 49 277 53 50 60 98 1487 66
internal_value=0 8.6872e-05 -8.44733e-05 -6.46012e-05 -0.000196763 -9.0273e-05 -2.94956e-05 -8.37609e-05 -5.23852e-05 2.32767e-06 0.000255791 0.000752852 -0.000108536 -0.000156468 2.70984e-05 0.000307985 -0.00059749 -1.63893e-05 -3.65315e-06 0.00017672 0.000337416 -0.000281058 -5.0244e-05 -8.45586e-05 0.000343654
internal_weight=0 679 3056 3010 800 725 645 593 626 566 220 94 126 346 243 161 103 2210 2161 440 327 113 1721 1585 136
internal_count=3735 679 3056 3010 800 725 645 593 626 566 220 94 126 346 243 161 103 2210 2161 440 327 113 1721 1585 136
is_linear=0
shrinkage=0.0995203


Tree=7042
num_leaves=27
num_cat=0
split_feature=17 18 1 1 18 18 2 2 26 26 0 18 18 1 18 18 18 4 18 18 0 17 18 18 19 0
split_gain=0.0019494 0.00452524 0.0030056 0.0151505 0.00288462 0.0124966 0.00444397 0.0107387 0.00280471 0.00368038 0.00302222 0.00192015 0.00253043 0.00187709 0.00175111 0.00155513 0.00457437 0.00448685 0.00438234 0.00342042 0.00252392 0.0014298 0.00110872 0.00108151 0.000923361 0.000580019
threshold=-0.56005499999999986 -0.034774999999999993 -0.087944999999999995 -0.088909999999999989 -0.019539999999999998 -0.026374999999999999 -0.086414999999999992 -0.087444999999999995 0.09271500000000002 0.090385000000000021 -0.078664999999999999 -0.011569999999999999 -0.0087699999999999983 -0.073844999999999994 0.19545000000000004 1.0000000180025095e-35 -0.060544999999999995 0.078940000000000024 -0.092864999999999989 -0.117225 -0.08076499999999999 -0.093784999999999993 0.087065000000000017 -0.099739999999999995 0.090990000000000029 -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 -1 3 15 5 6 7 23 9 -8 -10 13 -13 -6 21 16 18 20 19 -2 -18 -14 -17 -4 -24 -16
right_child=2 -3 4 -5 11 -7 8 -9 10 -11 -12 12 14 -15 25 22 17 -19 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=-0.0011436927144449374 -0.00024187234202485968 0.00016406387225956201 -0.00043532571252198024 0.0018753747460347719 0.00077129700726431263 -0.0017512596451200126 1.3749412626606401e-06 -0.0017783178023881628 -0.00095040256858106443 0.00074775608836230329 -0.00010430016975827704 -0.00065240245817220282 -0.0003788457253243835 -4.8716919141908376e-05 0.00013929742298132559 -0.00064017627219916707 0.00060652615252523748 0.0013471896653496503 -0.00070982544326130502 0.00059740053671706922 -0.00023213541126680236 -8.3514328733663497e-06 0.00011615693705531154 6.5005096816866798e-05 -0.00042401516792029342 0.00066730695950209149
leaf_weight=51 106 52 72 47 60 50 394 52 53 79 213 63 111 48 46 47 76 47 89 87 65 1546 87 100 48 46
leaf_count=51 106 52 72 47 60 50 394 52 53 79 213 63 111 48 46 47 76 47 89 87 65 1546 87 100 48 46
internal_value=0 -0.000475518 -3.55773e-05 0.000149463 -7.99557e-05 -0.000215864 -0.000135294 -0.00052373 -1.64468e-05 0.000127766 -0.000275962 -7.8236e-06 -3.2539e-05 0.000399267 -9.74313e-06 2.37936e-05 0.000120569 0.00050173 -0.000130635 0.000132211 0.000214103 -3.36644e-05 -0.000221623 -0.000139676 -6.98404e-05 0.000412201
internal_weight=0 103 3632 699 2933 1013 963 224 739 473 266 1920 1812 108 1749 652 470 188 282 193 141 1657 182 172 135 92
internal_count=3735 103 3632 699 2933 1013 963 224 739 473 266 1920 1812 108 1749 652 470 188 282 193 141 1657 182 172 135 92
is_linear=0
shrinkage=0.0995203


Tree=7043
num_leaves=30
num_cat=0
split_feature=0 0 8 0 0 8 6 26 0 0 9 18 6 18 18 17 3 3 17 0 3 3 3 5 9 18 17 9 6
split_gain=0.00185538 0.0131515 0.0202726 0.00343737 0.00604758 0.00948199 0.00935315 0.00343687 0.00267048 0.0021242 0.00368356 0.00199878 0.00577867 0.00488099 0.00276202 0.00280744 0.00202725 0.00326836 0.00289325 0.00278167 0.00192774 0.00465127 0.00166772 0.00162648 0.0024499 0.0015207 0.00262364 0.00119866 0.000519265
threshold=-0.081534999999999982 -0.080500000000000002 -0.080724999999999991 -0.084759999999999988 -0.083885000000000001 -0.084394999999999984 0.091795000000000015 0.090095000000000022 -0.082494999999999999 -0.085684999999999997 0.084755000000000011 -0.070914999999999992 0.10877500000000002 -0.064960000000000004 -0.046804999999999992 -0.54752499999999993 0.11816500000000002 0.10920500000000002 -0.45791500000000002 -0.050494999999999991 0.091975000000000015 0.094045000000000031 0.090905000000000027 -0.54165499999999989 -0.095314999999999997 0.10492000000000003 0.11180000000000002 0.11408000000000003 0.085120000000000015
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 -6 20 -11 12 16 -13 -15 -16 17 18 -3 -18 22 -22 25 -23 -25 26 -1 -17 -27
right_child=1 11 -4 4 6 -7 -8 -9 -10 10 -12 13 -14 14 15 27 19 -19 -20 -21 21 23 -24 24 -26 28 -28 -29 -30
leaf_value=-0.00012309377775496371 0.0022934491245632381 -0.00065808794726435866 -0.00026182424754018509 -0.0019709968372301099 0.0003473157853618893 -2.4340293622684435e-05 -0.0010981275447800778 0.00079475511380813486 -0.00045709050271332225 0.00085382052150180727 -0.000241779612732948 0.0010430201077763262 -0.0012048692314123282 -0.00069798441030833398 0.00074460812054202429 3.7243752713104657e-05 -0.00093557572322645216 0.00058108291740255824 4.3324996319436248e-05 2.1686406801876939e-05 0.0008029671537879222 0.00046098123757044732 -0.00075743975452469451 0.00039511822446881405 -0.00018490838224663261 0 -0.0007546206113450924 -0.00032007015429790116 0.00046760898627438486
leaf_weight=679 62 77 60 52 79 49 76 64 84 67 54 46 51 54 52 703 59 81 232 58 73 58 46 85 457 50 73 107 47
leaf_count=679 62 77 60 52 79 49 76 64 84 67 54 46 51 54 52 703 59 81 232 58 73 58 46 85 457 50 73 107 47
internal_value=0 3.56172e-05 0.00103005 -0.000105429 -0.000366471 -0.00103468 -0.000141031 0.0001758 -6.22026e-05 -4.25047e-05 0.00035811 -4.36603e-05 -0.000193772 4.25595e-05 -6.78828e-06 3.55621e-05 -9.04489e-05 1.65291e-05 -0.000128812 -0.000454039 -7.39415e-05 5.23835e-05 -0.000169847 -3.75731e-05 -9.24344e-05 -0.000137046 -0.000185488 -8.94634e-06 0.00023006
internal_weight=0 1642 122 2093 404 101 303 227 163 1689 121 1520 558 962 916 862 507 390 309 117 1568 673 895 600 542 849 752 810 97
internal_count=3735 1642 122 2093 404 101 303 227 163 1689 121 1520 558 962 916 862 507 390 309 117 1568 673 895 600 542 849 752 810 97
is_linear=0
shrinkage=0.0995203


Tree=7044
num_leaves=30
num_cat=0
split_feature=9 1 0 9 0 1 26 3 3 3 21 1 3 4 3 3 1 3 3 3 26 3 18 1 9 18 3 26 2
split_gain=0.00203069 0.00330269 0.0040262 0.00228555 0.00562592 0.00205694 0.0020461 0.0023384 0.00311716 0.00268166 0.00388898 0.00261783 0.00369427 0.00256357 0.00231022 0.00208535 0.00474375 0.00579803 0.00441756 0.00337289 0.00314518 0.00278847 0.00243749 0.00183317 0.0018224 0.00120796 0.00101243 0.000837025 0.00103276
threshold=0.092605000000000021 -0.49056499999999997 0.019150000000000004 0.094010000000000024 -0.078664999999999999 -0.078729999999999994 0.082850000000000021 0.12061000000000002 0.11404500000000002 0.10850000000000003 0.10403500000000003 0.0013500000000000003 0.13451500000000002 0.13707500000000003 0.10525500000000003 0.090435000000000029 -0.025874999999999999 0.092510000000000023 0.089985000000000023 0.089605000000000018 0.084100000000000022 0.089095000000000021 -0.084954999999999989 -0.076090000000000005 0.11891000000000003 -0.037059999999999989 0.092510000000000023 0.089545000000000027 -0.072024999999999992
decision_type=2 2 2 2 2 2 2 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 -3 -5 7 8 9 10 14 -9 -13 -14 -1 18 17 -17 19 20 22 -22 -8 -7 -25 -19 -18 -28 -29
right_child=1 2 -4 5 -6 23 15 11 -10 -11 -12 12 13 -15 -16 16 26 25 -20 -21 21 -23 -24 24 -26 -27 27 28 -30
leaf_value=9.0631781850978633e-05 0.00075394436075431356 -0.00015586005299483878 -0.00079376304566235894 -0.00048882624391834368 0.0011345850792803247 0.00067745123641697609 -7.9143547691465068e-05 0.00023841125697433399 0.0007489415218987879 -0.00051895454064334581 0.00085020503750197346 -0.0012236556896013137 0.00024049396551511766 -0.00065817247769106699 -0.00061260931736557844 -0.0012867222968509352 0.00026679115273455027 0.00011495688974451311 0.0008292288369671141 -0.00094344339146311981 -6.8345560723761094e-05 0.00062736007631859054 -0.0011037490883180486 -4.8827709160108029e-05 0.00035341457282254805 -0.00054550261598254298 -0.00038833916641816595 0.00037566145522637375 -0.00026471934007586548
leaf_weight=599 69 67 54 70 65 47 46 76 69 74 64 46 67 58 50 90 72 56 51 47 866 61 50 541 140 51 91 46 54
leaf_count=599 69 67 54 70 65 47 46 76 69 74 64 46 67 58 50 90 72 56 51 47 866 61 50 541 140 51 91 46 54
internal_value=0 8.76832e-05 4.01317e-05 8.94317e-05 0.000473385 2.48948e-05 -7.51986e-05 2.82099e-05 0.000106712 4.93644e-05 0.000109497 -0.000240531 -0.000458182 -0.000169938 3.51916e-05 -0.00014786 -0.00032681 -0.000696386 -7.36986e-05 -0.0001175 -7.87537e-05 -2.16825e-05 -0.00062132 7.54155e-05 3.26632e-05 -0.000192191 -4.68657e-05 -0.000169389 2.16696e-05
internal_weight=0 1053 984 930 132 798 2684 1103 856 787 713 247 171 125 649 1581 460 197 1121 1070 1023 927 96 728 681 107 263 191 100
internal_count=3737 1053 984 930 132 798 2684 1103 856 787 713 247 171 125 649 1581 460 197 1121 1070 1023 927 96 728 681 107 263 191 100
is_linear=0
shrinkage=0.0995203


Tree=7045
num_leaves=29
num_cat=0
split_feature=8 17 8 6 3 8 8 9 20 21 20 26 3 2 17 3 3 21 3 26 17 1 1 9 9 1 1 17
split_gain=0.00254155 0.00281859 0.00178869 0.00240756 0.00202864 0.00489042 0.00320625 0.00532493 0.00224461 0.00422172 0.00226248 0.00215531 0.00354749 0.00190524 0.00160689 0.001961 0.00630252 0.00516655 0.00279363 0.00287515 0.00174438 0.00145638 0.0063491 0.00521572 0.0025994 0.00190382 0.0013502 0.000443723
threshold=-0.080924999999999983 -0.55286000000000002 -0.081534999999999982 0.11413500000000003 0.084065000000000015 -0.085764999999999994 -0.08595499999999999 0.084115000000000009 -0.085594999999999991 0.086410000000000028 -0.081324999999999995 0.086420000000000011 0.081685000000000021 -0.081604999999999997 -0.14867499999999997 0.097880000000000023 0.10871500000000002 0.13415000000000002 0.090435000000000029 0.084355000000000027 -0.11491499999999999 -0.083284999999999984 -0.080954999999999985 0.09143500000000003 0.087215000000000015 -0.077774999999999997 0.058455000000000014 -0.56655999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 27 3 4 5 11 8 -8 9 -6 -10 12 -1 -9 15 18 -17 26 19 -3 -16 23 -23 24 -22 -24 -18 -2
right_child=1 14 -4 -5 6 -7 7 13 10 -11 -12 -13 -14 -15 20 16 17 -19 -20 -21 21 22 25 -25 -26 -27 -28 -29
leaf_value=9.0936945242059468e-05 0.00031545683902073005 -0.0006524413298304812 -0.00064074038171126405 0.00051259572802868749 0.0010605394298978995 0.0010032291408358181 -0.0013901165220778478 -0.00041671550123010127 -0.00070805613310883319 -0.00022982411866438257 -6.6490395861612352e-05 0.00050468148620311769 -0.00092460694628425041 4.0149617905895678e-05 0.00060620097887821936 0.00095616572231417714 0.00018984409948096084 -0.0011435812948739107 -0.00091458231500965523 0.00039046986763609633 -0.00010893774124757226 0.0011851038738336232 -0.00044535160951406793 -0.00090154202712052324 0.0007626384284442041 8.3389684756282069e-05 -0.00043462601242543874 0.00077197258249771033
leaf_weight=92 49 48 62 62 48 52 47 267 59 51 787 46 53 132 59 57 133 47 66 57 125 51 72 69 46 1001 46 53
leaf_count=92 49 48 62 62 48 52 47 267 59 51 787 46 53 132 59 57 133 47 66 57 125 51 72 69 46 1001 46 53
internal_value=0 5.08585e-05 -0.000113434 -9.36747e-05 -0.00011718 0.000146354 -0.000163806 -0.000384078 -5.8981e-05 0.000387538 -0.000112201 -8.2646e-05 -0.000274616 -0.00026352 2.2717e-05 -0.000139677 1.83426e-05 -0.000214566 -0.000405982 -7.84932e-05 7.51031e-05 5.15302e-05 9.9509e-05 -0.000169759 0.000120734 4.71474e-05 2.47923e-05 0.000560692
internal_weight=0 1979 1758 1696 1634 243 1391 446 945 99 846 191 145 399 1877 454 283 226 171 105 1423 1364 1124 240 171 1073 179 102
internal_count=3737 1979 1758 1696 1634 243 1391 446 945 99 846 191 145 399 1877 454 283 226 171 105 1423 1364 1124 240 171 1073 179 102
is_linear=0
shrinkage=0.0995203


Tree=7046
num_leaves=16
num_cat=0
split_feature=5 1 17 18 26 1 3 17 2 17 9 9 4 17 21
split_gain=0.00226214 0.00674491 0.00468054 0.00188429 0.00286592 0.0026167 0.00322129 0.00164097 0.0014053 0.00126723 0.00449 0.0069846 0.00644184 0.00229107 0.0014481
threshold=0.5252300000000002 -0.49056499999999997 -0.55754499999999996 0.11769500000000002 0.11746500000000003 -0.047889999999999995 0.097095000000000029 -0.0023699999999999997 0.41061500000000012 0.057560000000000014 0.083715000000000026 0.084985000000000019 0.077430000000000013 0.047990000000000012 -0.076335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 8 5 6 -5 -7 9 13 12 -12 -11 14 -4
right_child=1 -3 3 4 -6 7 -8 -9 -10 10 11 -13 -14 -15 -16
leaf_value=-0.0010146104018855528 0.00097691419684811892 -0.00054241047394560466 0.0002364555275200456 0.0001451516771121026 0.00074153345964486205 0.00083663765244446878 -0.00084533770983757407 9.034334453140739e-05 -0.00044371259340630399 0.0012956180318288316 -0.0014355547395330322 -0.00018067986388453113 -0.00010509167825472135 0.00063655223011442076 -4.2166670441987262e-05
leaf_weight=48 76 46 201 75 75 46 56 88 87 46 49 456 108 54 2226
leaf_count=48 76 46 201 75 75 46 56 88 87 46 49 456 108 54 2226
internal_value=0 0.000397344 -3.79898e-05 -2.46182e-05 0.000197751 4.07609e-05 -0.000272015 0.000352643 -4.83009e-05 -3.70845e-05 -0.000159791 -0.000304061 0.000307987 -4.16136e-06 -1.87544e-05
internal_weight=0 122 3615 3567 340 265 131 134 3227 3140 659 505 154 2481 2427
internal_count=3737 122 3615 3567 340 265 131 134 3227 3140 659 505 154 2481 2427
is_linear=0
shrinkage=0.0995203


Tree=7047
num_leaves=9
num_cat=0
split_feature=10 10 17 22 25 9 17 21
split_gain=0.00147636 0.00572118 0.00224567 0.00110043 0.00126536 0.00135808 0.0026311 0.000896273
threshold=0.090150000000000022 0.086275000000000018 -0.55754499999999996 0.13160500000000006 0.085465000000000027 0.09055500000000001 0.40057000000000009 -0.032929999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -7
right_child=-2 -3 3 -5 -6 7 -8 -9
leaf_value=-0.00052127499533418688 -0.00041963464782926831 0.00096052807595199306 -3.5640718542396614e-05 -0.00047834543909655965 0.00049405418939360427 -0.00025381108980138996 -0.0005444516564388648 9.7566986452181869e-05
leaf_weight=89 90 59 2157 50 49 76 106 1061
leaf_count=89 90 59 2157 50 49 76 106 1061
internal_value=0 -1.11351e-05 -2.7341e-05 -1.45434e-05 -7.58229e-06 -1.50525e-05 -5.98354e-05 7.336e-05
internal_weight=0 3647 3588 3499 3449 3400 2263 1137
internal_count=3737 3647 3588 3499 3449 3400 2263 1137
is_linear=0
shrinkage=0.0995203


Tree=7048
num_leaves=12
num_cat=0
split_feature=6 9 1 26 26 2 26 2 26 0 5
split_gain=0.00351632 0.00122508 0.00256588 0.00171157 0.00269016 0.00314927 0.00233013 0.00184972 0.0015018 0.00114165 0.00211541
threshold=-0.55466499999999985 0.11222500000000002 0.067120000000000027 0.26711000000000013 0.11861500000000001 -0.076615000000000003 0.11444500000000003 0.41639000000000009 0.11081000000000002 -0.061654999999999995 -0.034484999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 4 6 -6 7 8 -2 10 -3
right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=0.00086280527447102188 -2.2515472364176854e-05 -0.0002635286857817135 0.00066046338569060155 -0.00052308429812791607 -4.0773825635628209e-05 0.00095493070697304293 -0.00063064034017351633 -0.00063694403553938921 0.00054384441358463446 -0.00032837924799135213 0.00064071307069911941
leaf_weight=46 3109 49 81 68 63 60 64 48 47 70 52
leaf_count=46 3109 49 81 68 63 60 64 48 47 70 52
internal_value=0 -1.26486e-05 0.000198796 -2.82897e-05 -1.81261e-05 0.00043828 -3.55547e-05 -2.34124e-05 -1.38217e-05 -1.51016e-05 0.000193916
internal_weight=0 3711 252 3459 3391 123 3268 3204 3156 171 101
internal_count=3757 3711 252 3459 3391 123 3268 3204 3156 171 101
is_linear=0
shrinkage=0.0995203


Tree=7049
num_leaves=9
num_cat=0
split_feature=30 5 22 21 12 9 4 21
split_gain=0.00296811 0.00151676 0.00148775 0.00136858 0.00140258 0.00134901 0.00120754 0.000976001
threshold=0.11725000000000002 -0.54165499999999989 0.11884500000000002 0.13765500000000006 -0.086019999999999999 -0.25326499999999996 0.10386500000000003 -0.08861999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -6 -1 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=1.4120048639497905e-05 0.00068106397751986083 -0.0005315919353652606 -0.00044312934287117861 0.00040623506364991809 0.00049232111995752329 0.00024256274210524868 0.00074583280044397638 -3.4029297143628221e-05
leaf_weight=48 62 53 82 75 51 131 46 3209
leaf_count=48 62 53 82 75 51 131 46 3209
internal_value=0 -1.32388e-05 -2.37547e-05 -1.37498e-05 -2.31335e-05 -1.4945e-05 0.000380901 -2.29358e-05
internal_weight=0 3695 3601 3519 3444 3391 94 3340
internal_count=3757 3695 3601 3519 3444 3391 94 3340
is_linear=0
shrinkage=0.0995203


Tree=7050
num_leaves=16
num_cat=0
split_feature=6 0 0 0 8 18 0 1 18 8 0 18 8 18 4
split_gain=0.00273859 0.00105422 0.00148721 0.00351853 0.00193085 0.00191001 0.00457965 0.00336289 0.00237354 0.00199165 0.00192442 0.00231566 0.00160196 0.00142984 0.000924969
threshold=-0.55466499999999985 -0.23177499999999998 -0.087965000000000002 -0.088694999999999982 0.068430000000000019 -0.019539999999999998 -0.087184999999999999 0.066150000000000028 -0.025079999999999998 -0.08176499999999999 -0.086254999999999984 -0.011569999999999999 1.0000000180025095e-35 -0.099739999999999995 0.10353000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 3 4 12 7 -7 8 9 -4 -8 -12 13 -3 -2
right_child=1 2 5 -5 -6 6 10 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.00076159746867684975 0.00063675972591518352 -0.00051439636840110289 0.00015069266222783001 -0.00080793706690732777 0.00043139279777653142 0.00093658153493447792 -0.00038162267575768519 0.00068284740346557171 -0.00079256708420535806 -0.00015700902729106966 0.00062454344811492893 6.0586210190571863e-05 -0.00062814276362268444 -3.9295104399061494e-05 0
leaf_weight=46 46 68 282 68 71 63 88 56 48 779 78 1054 55 909 46
leaf_count=46 46 68 282 68 71 63 88 56 48 779 78 1054 55 909 46
internal_value=0 -1.09982e-05 -1.96688e-05 -0.000112036 -6.83915e-05 2.41807e-05 0.000108194 -6.76394e-05 -0.000106274 -7.44544e-05 6.47455e-05 0.000100169 -0.000103569 -7.32005e-05 0.000321176
internal_weight=0 3711 3619 1171 1103 2448 1283 1165 1109 1061 1220 1132 1032 977 92
internal_count=3757 3711 3619 1171 1103 2448 1283 1165 1109 1061 1220 1132 1032 977 92
is_linear=0
shrinkage=0.0995203


Tree=7051
num_leaves=8
num_cat=0
split_feature=9 29 4 3 6 0 0
split_gain=0.00241482 0.00221977 0.00112085 0.00151896 0.0015194 0.00132373 0.00143634
threshold=0.15091000000000004 0.12951500000000005 0.14996500000000004 -0.14674999999999996 -0.47287499999999999 -0.23177499999999998 -0.229625
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7
right_child=-2 -3 -4 4 5 6 -8
leaf_value=0.00044319525353544856 0.0005538959695344061 0.00067362470729235527 -0.00051042087148815425 -0.00051331694131916128 0.00036263754792543481 -0.00056689371876852122 -1.7760210271998868e-05
leaf_weight=70 76 46 46 62 89 48 3320
leaf_count=70 76 46 46 62 89 48 3320
internal_value=0 -1.28212e-05 -2.17332e-05 -1.52416e-05 -2.45935e-05 -1.55916e-05 -2.58294e-05
internal_weight=0 3681 3635 3589 3519 3457 3368
internal_count=3757 3681 3635 3589 3519 3457 3368
is_linear=0
shrinkage=0.0995203


Tree=7052
num_leaves=13
num_cat=0
split_feature=10 10 27 26 9 26 26 23 2 0 0 0
split_gain=0.00149455 0.00245459 0.00146071 0.00243024 0.00964496 0.0029 0.00453462 0.00132624 0.00265584 0.00449062 0.00330822 0.00082967
threshold=0.086165000000000019 0.09056500000000002 0.10530500000000002 0.12508000000000005 0.11296000000000002 0.11699500000000003 0.11880500000000002 0.086650000000000019 0.097745000000000012 -0.15137999999999999 -0.229625 -0.063914999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 7 -7 8 10 -10 -1 -4
right_child=1 -3 11 4 -6 6 -8 -9 9 -11 -12 -13
leaf_value=-0.00080104932432276457 -0.00073593996671175081 3.4566129255363168e-05 -0.00010088882506282894 0.0012114816354807391 -0.00030787606003299139 -0.0012207747091815624 -1.0835876993409063e-05 -0.0004911089346116657 0.00074414189859876834 6.9216984398576227e-06 -6.7009098313424294e-06 -0.0006828303515473168
leaf_weight=53 75 86 57 75 91 50 83 53 126 240 2713 48
leaf_count=53 75 86 57 75 91 50 83 53 126 240 2713 48
internal_value=0 -0.000319281 -8.95394e-06 1.83435e-06 0.000373649 -1.65209e-05 -0.000471855 2.23606e-06 1.08459e-05 0.000262956 -2.22176e-05 -0.000374716
internal_weight=0 161 3589 3484 166 3318 133 3185 3132 366 2766 105
internal_count=3750 161 3589 3484 166 3318 133 3185 3132 366 2766 105
is_linear=0
shrinkage=0.0995203


Tree=7053
num_leaves=18
num_cat=0
split_feature=10 4 3 27 26 9 9 21 26 6 6 17 3 26 1 3 9
split_gain=0.00120634 0.00270563 0.00317473 0.00118935 0.00198151 0.00525149 0.00714539 0.00485689 0.00394607 0.0035917 0.00151976 0.0104448 0.00420716 0.00163088 0.00305657 0.00135833 0.000847613
threshold=0.086165000000000019 0.10353000000000002 0.11089500000000001 0.10530500000000002 0.12236500000000003 0.11296000000000002 0.09667000000000002 0.086835000000000009 0.11699500000000003 0.094100000000000031 0.11816500000000002 0.40827500000000011 0.10850000000000003 0.09414500000000002 -0.083284999999999984 0.099950000000000025 -0.073629999999999987
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 8 6 -6 -7 10 -10 13 12 -12 15 -15 -1 -5
right_child=1 2 -4 16 5 7 -8 -9 9 -11 11 -13 -14 14 -16 -17 -18
leaf_value=-5.3573343813917437e-05 -0.00086129397648883842 0.00057086775224613861 -0.00051448761540209484 -0.00064238337656474516 1.3576114198043181e-05 -0.00093910376352654933 0.0016515214670197119 0.00048615661582688272 -0.0012544993805512434 -2.5610392753960194e-05 0.00072578966714778018 -0.0015511247630177292 -0.00043854916458086694 -0.00029856259793073297 0.00035283185891670546 0.00010867885691867712 -5.7420857105360023e-05
leaf_weight=1914 54 51 56 49 58 48 50 46 48 49 67 47 56 91 314 696 56
leaf_count=1914 54 51 56 49 58 48 50 46 48 49 67 47 56 91 314 696 56
internal_value=0 -0.000287 0 -8.15365e-06 1.55824e-06 0.000304299 0.000779464 -0.000232927 -1.68254e-05 -0.00064216 1.96235e-06 -0.000287257 0.000189029 1.85415e-05 0.000204448 -9.99244e-06 -0.0003382
internal_weight=0 161 107 3589 3484 202 108 94 3282 97 3185 170 123 3015 405 2610 105
internal_count=3750 161 107 3589 3484 202 108 94 3282 97 3185 170 123 3015 405 2610 105
is_linear=0
shrinkage=0.0995203


Tree=7054
num_leaves=13
num_cat=0
split_feature=26 20 9 21 8 10 8 6 17 17 8 6
split_gain=0.00108048 0.00284588 0.00147085 0.00349101 0.00363808 0.00170014 0.00154905 0.00167427 0.00582755 0.00123391 0.00163864 0.0011918
threshold=-0.23202999999999999 -0.030064999999999998 0.11222500000000002 0.10343500000000001 -0.054384999999999996 0.091080000000000022 0.10649000000000002 0.11816500000000002 0.40441500000000008 -0.56655999999999984 0.093085000000000015 0.18621500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 9 11 -2 -11 -9
right_child=2 -3 3 -5 -6 -7 -8 8 -10 10 -12 -13
leaf_value=0.00011895066843632889 -0.00041337643461916067 -0.00084955649346028447 4.286041082646299e-05 -0.00037811600124370822 0.00099996205993382946 -0.00060151917174523415 -0.00050518662419812128 0.0004236537163693708 -0.0012650600488150463 7.5616697370868503e-06 0.00053327315742009824 -0.000249679142657525
leaf_weight=65 67 54 88 64 74 50 63 51 46 3016 60 52
leaf_count=65 67 54 88 64 74 50 63 51 46 3016 60 52
internal_value=0 -0.000313661 -8.48165e-06 0.000237033 0.000485108 -2.50176e-05 -1.61819e-05 -6.57503e-06 -0.000332683 8.6243e-06 1.80823e-05 7.57709e-05
internal_weight=0 119 3631 226 162 3405 3355 3292 149 3143 3076 103
internal_count=3750 119 3631 226 162 3405 3355 3292 149 3143 3076 103
is_linear=0
shrinkage=0.0995203


Tree=7055
num_leaves=16
num_cat=0
split_feature=27 2 21 21 4 6 17 17 27 29 17 2 2 2 8
split_gain=0.000877879 0.00128629 0.000873086 0.00179147 0.00173651 0.0026802 0.00262368 0.00217402 0.00127147 0.001284 0.00131512 0.00126721 0.00406906 0.00216187 0.000836983
threshold=0.10530500000000002 -0.035314999999999992 -0.070074999999999985 -0.026109999999999998 0.10533000000000002 -0.011749999999999998 -0.0065549999999999992 -0.021090000000000001 0.096090000000000023 -0.08294 -0.082354999999999998 -0.012154999999999999 -0.0056449999999999998 -0.041009999999999998 -0.087129999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 14 7 -7 9 10 -5 13 -13 -11 -1
right_child=1 -3 3 8 -6 6 -8 -9 -10 11 -12 12 -14 -15 -16
leaf_value=4.2441221358480539e-05 9.233357908831575e-05 -0.00055449800202242688 0.00051306933736499261 0 -0.00069839598147607401 -0.00037531725004841829 -0.00077639532007900826 0.00052187010350142045 0.00044310916317380977 -1.6023145374827545e-05 -0.00070967513151821483 0.0010207350638247955 5.2495859810761649e-05 -0.0006165967399472921 0.00065730688472368025
leaf_weight=46 50 71 68 54 51 62 68 47 62 2426 52 47 537 61 48
leaf_count=46 50 71 68 54 51 62 68 47 62 2426 52 47 537 61 48
internal_value=0 -0.000280447 -7.5303e-06 7.46511e-06 -0.000164078 -6.05032e-05 -0.000291168 4.03308e-06 -2.89688e-06 -1.18585e-05 -0.000352403 0 0.000131821 -3.10829e-05 0.000365124
internal_weight=0 121 3629 3307 322 271 177 109 3239 3177 106 3071 584 2487 94
internal_count=3750 121 3629 3307 322 271 177 109 3239 3177 106 3071 584 2487 94
is_linear=0
shrinkage=0.0995203


Tree=7056
num_leaves=15
num_cat=0
split_feature=1 13 5 3 2 2 0 0 20 8 0 5 5 3
split_gain=0.00814638 0.00641345 0.00150725 0.00183823 0.00131236 0.00158158 0.00145407 0.00711906 0.00189678 0.00198582 0.00148686 0.00133765 0.00179147 0.00105521
threshold=-0.55579999999999996 0.089365000000000014 0.62404000000000015 0.11025500000000002 0.11392500000000001 0.13896000000000006 -0.069824999999999984 -0.071029999999999996 -0.079864999999999992 -0.079854999999999995 -0.072529999999999997 -0.42676999999999993 -0.084089999999999984 0.11275500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 7 10 13 -10 -2 -7 -13 -8
right_child=1 -3 3 -5 5 11 8 -9 9 -11 -12 12 -14 -15
leaf_value=0.0012793545210795238 1.7194310878980448e-05 0.001192391124933118 7.8460402426132468e-06 -0.00083370854390470248 -0.0005365771723623838 0.00035045235163170299 -0.0005597227666016781 -0.0011941322353903878 -0.00024943529602827877 0.00032361274117255614 0.00052775481141725236 -0.0006105021294390881 5.1681045090388057e-05 5.9623367036253117e-05
leaf_weight=52 2482 46 54 46 86 64 47 48 67 470 58 62 111 60
leaf_count=52 2482 46 54 46 86 64 47 48 67 470 58 62 111 60
internal_value=0 2.44621e-05 9.53918e-06 -0.000371083 2.04761e-05 -0.000170318 3.9797e-05 6.16989e-06 0.000173661 0.000250591 2.91751e-05 -3.39592e-05 -0.000180901 -0.000204775
internal_weight=0 3701 3655 100 3555 323 3232 2588 644 537 2540 237 173 107
internal_count=3753 3701 3655 100 3555 323 3232 2588 644 537 2540 237 173 107
is_linear=0
shrinkage=0.0995203


Tree=7057
num_leaves=13
num_cat=0
split_feature=18 13 2 2 18 1 1 0 0 2 2 17
split_gain=0.0126975 0.00525227 0.00133412 0.00108762 0.00221518 0.00175541 0.00189113 0.00148611 0.00589702 0.00309285 0.00250917 0.0015221
threshold=0.31690500000000005 0.089365000000000014 -0.24206999999999998 0.12875500000000004 0.10085500000000001 0.41897000000000012 -0.003735 -0.069824999999999984 -0.071029999999999996 0.10003000000000002 0.0066850000000000008 -0.45791500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -5 8 11 10 -9 -4
right_child=-2 -3 3 4 -6 -7 -8 9 -10 -11 -12 -13
leaf_value=-0.000523115981789771 0.0016463563821604668 0.0010737241159384193 -0.00026152704059916184 -0.00021775161092691103 0.00033476736244812791 5.1764232496025647e-05 -0.00099420501051257753 0.0001495327785400263 -0.0010683460043617362 0.00090966968254674102 -0.0005949008899873156 3.3828813328201638e-05
leaf_weight=47 48 46 186 76 61 69 57 622 51 50 48 2392
leaf_count=47 48 46 186 76 61 69 57 622 51 50 48 2392
internal_value=0 1.68654e-05 3.35512e-06 1.04323e-05 -0.00018406 -0.000344788 -0.000556673 2.59504e-05 -8.44854e-06 0.000152691 9.49783e-05 1.22017e-05
internal_weight=0 3705 3659 3612 263 202 133 3349 2629 720 670 2578
internal_count=3753 3705 3659 3612 263 202 133 3349 2629 720 670 2578
is_linear=0
shrinkage=0.0995203


Tree=7058
num_leaves=17
num_cat=0
split_feature=18 12 4 4 2 2 2 18 1 4 17 0 19 18 20 8
split_gain=0.0102957 0.00297646 0.00178497 0.00248312 0.00228934 0.00355375 0.00366094 0.00213176 0.00318993 0.00312413 0.00226873 0.00166294 0.00113091 0.00104474 0.00310984 0.00126674
threshold=0.31690500000000005 0.097490000000000021 0.084755000000000025 0.087495000000000031 -0.012154999999999999 0.0040650000000000018 0.08814000000000001 0.086510000000000017 -0.50763499999999995 0.10845500000000002 -0.031185000000000001 -0.225295 0.13265500000000005 -0.098315 -0.07825 0.0073150000000000012
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 -7 8 -5 -9 -11 -10 13 14 -1 -15
right_child=-2 -3 3 7 5 6 -8 9 11 10 -12 -13 -14 15 -16 -17
leaf_value=-0.00060041206264718489 0.001482510619780678 0.00075570172223767581 -0.00068531417683027722 -0.0009525731018032534 0.00099704598107729732 -0.00051149336994847465 0.00053058232441615272 0.00076725297965126945 -0.00053475084865944249 -0.00044054022817347356 0.00041774167679652156 -3.0369375216158399e-05 0.00041691742060722894 9.35728432471796e-06 6.2294121561093802e-05 0.00028794131970111031
leaf_weight=106 48 53 70 46 62 58 78 68 74 71 53 557 69 1961 202 177
leaf_count=106 48 53 70 46 62 58 78 68 74 71 53 557 69 1961 202 177
internal_value=0 1.5165e-05 4.19371e-06 -0.000113823 4.53424e-05 0.000371392 8.01484e-05 -6.6846e-05 -0.00015058 0.000224142 -6.70921e-05 -9.08177e-05 1.93477e-05 7.79787e-06 -0.000163122 3.28035e-05
internal_weight=0 3705 3652 939 2713 198 136 869 677 192 124 631 2515 2446 308 2138
internal_count=3753 3705 3652 939 2713 198 136 869 677 192 124 631 2515 2446 308 2138
is_linear=0
shrinkage=0.0995203


Tree=7059
num_leaves=16
num_cat=0
split_feature=18 12 4 9 9 8 4 2 2 18 1 2 9 19 18
split_gain=0.00834762 0.00242575 0.00147991 0.00200711 0.00734963 0.00261251 0.00221263 0.0018549 0.00288042 0.00358988 0.00122998 0.00112945 0.00299113 0.00148272 0.00103332
threshold=0.31690500000000005 0.095920000000000019 0.084755000000000025 0.11408000000000003 0.098465000000000011 0.0017700000000000003 0.087495000000000031 -0.012154999999999999 0.0040650000000000018 -0.088579999999999992 -0.49056499999999997 -0.058894999999999996 0.11542500000000001 0.13265500000000005 -0.098315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 -4 11 -9 -10 -7 13 -13 14 -1
right_child=-2 -3 3 -5 -6 10 -8 8 9 -11 -12 12 -14 -15 -16
leaf_value=-0.00015237294235434569 0.0013349709262656404 0.0006637867080924694 -0.00062803933420231572 -0.00068905644254461235 0.0010676189791370781 -0.00095221437621803248 -1.7942006885454174e-05 0.00089781978025198629 0.00079155749157840702 -0.00028732360615872052 -0.00022460089372109882 -0.00082704191709975046 0.00013195406019956985 0.00054952250117848412 4.6584697619083533e-05
leaf_weight=295 48 56 65 55 53 53 663 62 46 90 47 55 75 54 2036
leaf_count=295 48 56 65 55 53 53 663 62 46 90 47 55 75 54 2036
internal_value=0 1.36777e-05 3.47639e-06 -0.000104179 -6.67369e-05 -0.000140335 -7.35395e-05 4.092e-05 0.000334431 7.15729e-05 -0.000618423 1.7487e-05 -0.000267478 3.3363e-05 2.10544e-05
internal_weight=0 3705 3649 936 881 828 728 2713 198 136 100 2515 130 2385 2331
internal_count=3753 3705 3649 936 881 828 728 2713 198 136 100 2515 130 2385 2331
is_linear=0
shrinkage=0.0995203


Tree=7060
num_leaves=10
num_cat=0
split_feature=18 22 21 26 30 3 5 18 4
split_gain=0.00229442 0.00140554 0.00203319 0.00110163 0.00307834 0.00241141 0.00123048 0.00207659 0.00162529
threshold=-0.45171999999999995 0.12953000000000006 0.15544000000000005 -0.23202999999999999 0.11032500000000002 0.10636500000000003 -0.084089999999999984 0.095920000000000019 0.11995000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 -2 7 -5 -8
right_child=1 -3 -4 4 -6 -7 8 -9 -10
leaf_value=-0.00052141969896687566 0.00013551543034929288 -0.00041036268112779821 0.00064278675966845868 -6.2514469954427436e-06 0.00073742877791150457 -0.00083081840176189143 7.6965937993067176e-05 -0.00040132689627683641 -0.0004547642700399196
leaf_weight=77 55 71 54 878 61 46 2287 156 58
leaf_count=77 55 71 54 878 61 46 2287 156 58
internal_value=0 2.71973e-05 3.60667e-05 2.6583e-05 3.63067e-05 -0.000296492 2.34072e-05 -6.66484e-05 6.34653e-05
internal_weight=0 3666 3595 3541 3440 101 3379 1034 2345
internal_count=3743 3666 3595 3541 3440 101 3379 1034 2345
is_linear=0
shrinkage=0.0995203


Tree=7061
num_leaves=17
num_cat=0
split_feature=18 6 2 2 2 2 2 3 2 6 2 10 10 9 24 21
split_gain=0.00186036 0.00124543 0.00308471 0.00237454 0.00575116 0.00346028 0.00207865 0.00368862 0.00209823 0.00173003 0.00124818 0.00177107 0.00287265 0.00149101 0.00666049 0.00526186
threshold=-0.45171999999999995 0.088055000000000022 0.10166000000000001 -0.072419999999999998 -0.06717999999999999 -0.054390000000000001 -0.076524999999999996 0.096265000000000031 -0.077849999999999989 0.087670000000000012 -0.241895 0.086275000000000018 0.09056500000000002 0.11296000000000002 -0.069669999999999996 0.086835000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 6 -5 -6 7 8 -3 10 -2 13 -13 14 -12 -15
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11 11 12 -14 15 -16 -17
leaf_value=-0.00046952789794385547 0.00046417619396322743 0.00011933532544668467 0.00089772960475715462 -0.00090300928901427082 0.00064919092774498512 -0.00027924423068884286 0.00062166898499258947 -0.00066627043819270722 0.00080323855041423975 -0.0005974754084290422 0.0011296110552300915 -0.00098051459095324753 0 -0.0011248074423357297 3.2568448480455901e-07 0.00015820941942959685
leaf_weight=77 56 558 48 77 73 86 88 56 49 49 53 48 75 50 2216 84
leaf_count=77 56 558 48 77 73 86 88 56 49 49 53 48 75 50 2216 84
internal_value=0 2.44462e-05 0.000117002 7.82044e-05 -0.000195575 0.00014187 0.000165329 0.000103524 0.000175892 -1.16531e-05 -2.18524e-07 -1.0838e-05 -0.000379303 7.68163e-06 2.70647e-05 -0.000314419
internal_weight=0 3666 1035 987 236 159 751 663 607 2631 2582 2526 123 2403 2269 134
internal_count=3743 3666 1035 987 236 159 751 663 607 2631 2582 2526 123 2403 2269 134
is_linear=0
shrinkage=0.0995203


Tree=7062
num_leaves=15
num_cat=0
split_feature=18 22 21 8 8 1 11 1 17 1 17 18 4 26
split_gain=0.00150909 0.00111662 0.00156192 0.000898001 0.00207227 0.00241778 0.00138672 0.00131115 0.00466511 0.00234435 0.00209311 0.00429376 0.00150279 0.00120708
threshold=-0.45171999999999995 0.12953000000000006 0.15544000000000005 -0.090274999999999994 -0.092299999999999993 -0.079844999999999985 -0.079369999999999996 -0.068094999999999989 0.41106500000000007 -0.073844999999999994 0.50644500000000015 -0.020999999999999998 0.13849500000000003 0.11928500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 -2 8 9 -5 12 -12 -9 -8
right_child=1 -3 -4 7 5 -7 13 10 -10 -11 11 -13 -14 -15
leaf_value=-0.0004228003849952646 0.00043362759503603294 -0.00036789528771759506 0.00056180983138799634 0.00011291201056856865 -0.0010210876095460243 -9.3100042346761487e-05 -6.5108660676768857e-06 4.2366531474993691e-06 0.00099952360891493062 -0.00060316728509400932 -0.0010533420177673489 7.1545397802878563e-05 0.00054467354363970028 -0.0005348623014984654
leaf_weight=77 65 71 54 1068 46 76 523 1421 58 47 56 81 53 47
leaf_count=77 65 71 54 1068 46 76 523 1421 58 47 56 81 53 47
internal_value=0 2.20689e-05 2.99982e-05 2.1657e-05 -7.40302e-05 -0.000449707 -5.63658e-07 4.79694e-05 0.000128059 8.19933e-05 -9.83745e-06 -0.000382287 2.42243e-05 -5.15129e-05
internal_weight=0 3666 3595 3541 757 122 635 2784 1173 1115 1611 137 1474 570
internal_count=3743 3666 3595 3541 757 122 635 2784 1173 1115 1611 137 1474 570
is_linear=0
shrinkage=0.0995203


Tree=7063
num_leaves=18
num_cat=0
split_feature=18 6 17 3 1 17 5 17 9 9 17 6 0 21 6 6 7
split_gain=0.00122371 0.000942853 0.00276066 0.00367904 0.00214861 0.00355214 0.00302712 0.00280065 0.00218481 0.00346665 0.00332795 0.00144498 0.0011005 0.00102127 0.000968571 0.00123759 0.000913135
threshold=-0.45171999999999995 0.088055000000000022 -0.23400499999999999 0.095630000000000021 -0.068094999999999989 0.41752000000000006 -0.045014999999999993 0.021725000000000005 0.086315000000000017 0.084535000000000013 0.07134500000000002 0.087670000000000012 -0.077174999999999994 0.14495000000000005 0.087235000000000021 0.086420000000000011 0.086645000000000028
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 8 7 -6 9 -4 -10 13 -8 14 15 16 -2
right_child=1 2 4 -5 6 -7 12 -9 10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0003807231919618593 1.101121118386367e-06 5.5190365744752733e-05 -8.7841718916303524e-05 0.0011807792774728774 -0.00041200208959047378 0.00096640786101068004 -0.00092170492494865735 0.00052923519169793896 6.9289916920946593e-05 0.00089681565033039763 -0.00069394612803288787 -0.00054694213086413596 -0.00025060161036431354 -0.00040369531735109286 0.00041766178251464206 -0.00042939659435174308 0.00041922265365888447
leaf_weight=77 2347 68 67 52 56 47 56 70 432 72 65 49 50 61 56 65 53
leaf_count=77 2347 68 67 52 56 47 56 70 432 72 65 49 50 61 56 65 53
internal_value=0 1.98503e-05 0.000100402 0.000549768 4.05735e-05 0.00013021 -0.000219784 0.00010441 6.71281e-05 0.000416307 -2.88826e-05 -1.15263e-05 -0.00061287 -1.04831e-06 8.36972e-06 -5.96509e-07 1.06757e-05
internal_weight=0 3666 1035 120 915 683 232 126 636 139 497 2631 106 2582 2521 2465 2400
internal_count=3743 3666 1035 120 915 683 232 126 636 139 497 2631 106 2582 2521 2465 2400
is_linear=0
shrinkage=0.0995203


Tree=7064
num_leaves=18
num_cat=0
split_feature=24 25 21 21 5 0 2 5 0 2 3 2 6 8 26 0 26
split_gain=0.0081192 0.00408998 0.00222155 0.00993119 0.00166436 0.00209392 0.00427895 0.00286078 0.00154679 0.00328861 0.00207111 0.00275282 0.00140665 0.00207876 0.00131514 0.0011588 0.00100535
threshold=-0.070455000000000004 0.096120000000000025 -0.0086749999999999987 -0.020715000000000001 0.11083500000000003 -0.084474999999999995 -0.082954999999999987 -0.020074999999999999 -0.12236 0.13398000000000002 0.11225500000000002 0.096520000000000022 0.12386500000000002 -0.049139999999999996 -0.23033499999999998 -0.110495 -0.24193000000000001
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 7 -7 -2 9 10 11 -4 14 -14 16 -16 -10
right_child=1 -3 8 -5 -6 6 -8 -9 12 -11 -12 -13 13 -15 15 -17 -18
leaf_value=-0.0012151928558219573 -0.00013879494149700614 0.00086269180472357517 -4.8752245829633868e-05 0.0013035572773011787 0.00052118343837399351 -0.0011019362849784776 0.00016379034502530531 0.00057914338814688091 2.0251908799813913e-05 -0.00076281713738977029 0.00044745057869997505 -0.00087811997824401825 0.00082842667469110404 -2.6294380317940104e-05 0.00041679512675567418 -5.2151967047411017e-05 0.00066051335069796865
leaf_weight=55 178 54 243 68 54 51 53 79 56 87 61 48 48 64 53 2447 47
leaf_count=55 178 54 243 68 54 51 53 79 56 87 61 48 48 64 53 2447 47
internal_value=0 2.7647e-06 -9.77791e-06 0.000188682 4.03102e-06 -7.10594e-05 -0.000449031 7.8709e-05 -4.04294e-05 -0.000213863 -7.58582e-05 -0.000188368 -1.20847e-05 0.000332706 -2.72346e-05 -4.18828e-05 0.000320358
internal_weight=0 3691 3637 483 415 361 104 257 3154 439 352 291 2715 112 2603 2500 103
internal_count=3746 3691 3637 483 415 361 104 257 3154 439 352 291 2715 112 2603 2500 103
is_linear=0
shrinkage=0.0995203


Tree=7065
num_leaves=19
num_cat=0
split_feature=4 24 21 21 6 0 0 17 3 4 0 4 1 0 5 0 9 5
split_gain=0.0104138 0.0038566 0.00217197 0.0122324 0.00174537 0.00287272 0.00545145 0.00242013 0.00561114 0.00215942 0.00338085 0.00309663 0.00256458 0.00131899 0.00119565 0.00191125 0.00391079 0.00252982
threshold=0.15730000000000002 0.084270000000000025 -0.012349999999999998 -0.021529999999999997 0.099330000000000016 -0.080884999999999999 -0.08317999999999999 0.51292000000000015 0.10174000000000002 0.12061000000000001 -0.11524 0.11660000000000002 0.51334500000000016 -0.23099 0.11083500000000003 -0.084474999999999995 0.091310000000000016 -0.020074999999999999
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 9 6 -6 8 -7 11 -11 13 -12 -4 15 17 -17 -1
right_child=-2 -3 4 -5 5 7 -8 -9 -10 10 12 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.00010674927329065118 -0.0014854706724717703 0.00073694320403007983 -0.00054898673723926021 0.0016627987606692468 0.00029133190405494119 0.00095919946847511882 -0.0010690442436712504 -0.00027593774582582192 -3.7796289261688775e-05 -0.0010825306444727551 -0.0004605872696025421 0.0007580367013369975 0.00037541380099145757 -4.5463062637899474e-05 0.00045908913237174961 -0.00097834785031714489 0.00024901639136185212 0.00057910322350369296
leaf_weight=180 47 70 53 50 73 116 48 50 105 51 95 47 58 2474 52 56 46 75
leaf_count=180 47 70 53 50 73 116 48 50 105 51 95 47 58 2474 52 56 46 75
internal_value=0 5.13244e-06 -8.75793e-06 0.000193282 -3.82705e-05 0.000157698 -0.000241556 0.000338983 0.00048181 -6.6218e-05 -0.000378387 -4.11594e-05 -0.000138321 -5.63477e-05 1.16327e-05 -5.125e-05 -0.000416805 9.17618e-05
internal_weight=0 3699 3629 459 3170 392 121 271 221 2778 204 2574 153 2527 409 357 102 255
internal_count=3746 3699 3629 459 3170 392 121 271 221 2778 204 2574 153 2527 409 357 102 255
is_linear=0
shrinkage=0.0995203


Tree=7066
num_leaves=14
num_cat=0
split_feature=4 25 17 17 19 19 6 8 6 20 0 27 7
split_gain=0.00844409 0.00320472 0.00213896 0.00754197 0.00189241 0.00156711 0.00153321 0.00323566 0.00289332 0.00218852 0.00157896 0.00128577 0.00153583
threshold=0.15730000000000002 0.10222500000000002 0.0031350000000000006 0.0084900000000000028 0.11174500000000002 0.10583000000000002 0.10877500000000002 -0.074204999999999993 0.11816500000000002 -0.085594999999999991 -0.19126499999999999 -0.032854999999999995 0.07988000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 11 9 8 -8 -5 -11 -1 -13
right_child=-2 -3 3 6 -6 -7 7 -9 -10 10 -12 12 -14
leaf_value=0.00035794634643910721 -0.0013376363469382333 0.00083020736177091587 0.00106134011083365 0.0004682763644997462 -0.00057016026186231656 0.0005271172415623345 0.00050163825022373246 0.00083687020498962735 -0.00052401301730502247 -0.00063241942402515923 -3.4142617567516954e-05 -5.0065556905847239e-05 -0.00051530156086060516
leaf_weight=73 47 46 77 82 69 47 52 69 57 47 695 2312 73
leaf_count=73 47 46 77 82 69 47 52 69 57 47 695 2312 73
internal_value=0 4.59965e-06 -5.57264e-06 0.000111798 -5.50913e-05 -4.0577e-05 3.80117e-05 0.000303149 -2.72012e-05 -1.82696e-05 -7.31422e-05 -5.17651e-05 -6.46487e-05
internal_weight=0 3699 3653 1079 2574 2505 1002 178 109 824 742 2458 2385
internal_count=3746 3699 3653 1079 2574 2505 1002 178 109 824 742 2458 2385
is_linear=0
shrinkage=0.0995203


Tree=7067
num_leaves=19
num_cat=0
split_feature=4 24 21 21 3 4 6 3 0 3 3 4 0 4 1 3 6 2
split_gain=0.00684718 0.0028329 0.00173601 0.00976656 0.00160176 0.00366946 0.00133838 0.0023061 0.00690619 0.00585291 0.00364395 0.00169382 0.00266068 0.00251603 0.00206457 0.00113826 0.000904435 0.000849716
threshold=0.15730000000000002 0.084270000000000025 -0.014264999999999998 -0.032929999999999994 0.10726500000000001 0.089610000000000009 0.10449000000000003 0.10850000000000003 -0.083039999999999989 0.12992500000000004 0.092510000000000023 0.12061000000000001 -0.11524 0.11660000000000002 0.51334500000000016 0.088285000000000016 -0.011749999999999998 0.0021050000000000005
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 16 11 8 -8 -9 -10 13 -13 15 -14 -4 -1 -6
right_child=-2 -3 6 -5 17 -7 7 9 10 -11 -12 12 14 -15 -16 -17 -18 -19
leaf_value=0.00034431937752263131 -0.0012045144838892629 0.00063137497616957581 -0.0001295528392587376 0.0012037159534780974 3.8547754779759569e-05 -0.00092721276102878877 0.0014253123814768833 -0.001015226768170039 -0.00070551812454629941 0.00050271795558551292 0.00032602063778244426 -0.00095729617085453902 -0.00040840027929066244 0.00068650716862449571 0.00034144876650214393 4.7411157899353173e-06 -0.00011508945546506545 0.00060865737907279233
leaf_weight=59 47 70 1018 76 67 51 46 49 46 51 128 51 95 47 58 1591 150 46
leaf_count=59 47 70 1018 76 67 51 46 49 46 51 128 51 95 47 58 1591 150 46
internal_value=0 4.1419e-06 -7.73127e-06 0.000175157 -3.22205e-05 -0.00017014 -3.38116e-05 0.000158543 0.000340187 -0.000232889 4.86101e-05 -5.562e-05 -0.000332432 -3.40507e-05 -0.000118793 -4.7345e-05 1.06833e-05 0.000277872
internal_weight=0 3699 3629 449 373 260 3180 320 220 100 174 2860 204 2656 153 2609 209 113
internal_count=3746 3699 3629 449 373 260 3180 320 220 100 174 2860 204 2656 153 2609 209 113
is_linear=0
shrinkage=0.0995203


Tree=7068
num_leaves=24
num_cat=0
split_feature=8 8 18 4 8 17 4 3 8 0 0 21 3 8 4 4 21 2 1 1 0 2 26
split_gain=0.00382041 0.011259 0.0426055 0.00337065 0.00177117 0.00138251 0.00194778 0.00169302 0.00133401 0.00126634 0.00408695 0.00314839 0.00275795 0.00266348 0.0036979 0.00417474 0.00277586 0.0027273 0.00157376 0.00669698 0.00204167 0.00118983 0.00069401
threshold=-0.088734999999999994 -0.092545000000000002 0.086285000000000014 0.13707500000000003 -0.090969999999999995 0.40057000000000009 0.13962500000000003 0.13345500000000002 -0.089984999999999996 -0.084369999999999987 -0.084834999999999994 -0.023324999999999999 0.092115000000000016 -0.069444999999999993 0.10777500000000002 0.085990000000000025 0.10384500000000002 -0.070354999999999987 -0.085574999999999998 -0.082195000000000004 -0.085684999999999997 0.31326500000000007 0.092955000000000024
decision_type=2 2 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 6 7 21 -6 10 18 12 -11 16 15 -15 17 -13 -2 -20 -21 22 -1
right_child=3 2 -4 -5 8 -7 -8 -9 -10 11 -12 13 -14 14 -16 -17 -18 -19 19 20 -22 -23 -24
leaf_value=-0.00012616603764574398 0.00034532997779869408 -0.00053362458065243034 0.0029709709667316239 -0.00069053865654731248 0.00052757253895030184 -0.00052806063908658867 0.00049827077034581674 -0.00057961883999534624 -0.00019180495469261238 0.0010724187076770709 -0.0010189055579869878 -3.0924786561874366e-05 0.00010965542363255447 -0.00019964349871280291 -0.00084067615303354487 0.0004029399924772106 0.00063622891126363548 0.00051712969696038758 -0.0011420779097388932 -8.4037087581149942e-05 0.00044738392472048972 0.00041413849053760488 0.00015963318495960534
leaf_weight=295 83 55 64 78 51 48 76 52 49 51 47 614 75 551 69 143 90 105 58 841 78 65 116
leaf_count=295 83 55 64 78 51 48 76 52 49 51 47 614 75 551 69 143 90 105 58 841 78 65 116
internal_value=0 0.000192975 0.00081042 -4.4811e-05 -7.63974e-05 -1.31632e-05 2.64005e-05 -3.99699e-05 0.000166891 -2.65631e-05 -0.000109527 2.70423e-05 0.000505843 -1.08141e-05 -0.000144679 -7.43004e-05 0.000114427 4.79725e-05 -6.84328e-05 -0.000104421 -3.8042e-05 1.72636e-05 -4.35107e-05
internal_weight=0 871 219 2883 155 652 604 528 100 2805 1107 1698 126 1572 763 694 809 719 1060 977 919 476 411
internal_count=3754 871 219 2883 155 652 604 528 100 2805 1107 1698 126 1572 763 694 809 719 1060 977 919 476 411
is_linear=0
shrinkage=0.0995203


Tree=7069
num_leaves=20
num_cat=0
split_feature=8 8 18 4 24 8 4 6 3 4 20 3 20 8 4 6 6 3 26
split_gain=0.00311155 0.00971551 0.0324507 0.00273566 0.00231918 0.00190032 0.00186358 0.00165309 0.00131893 0.00156391 0.00121506 0.0013824 0.00111518 0.00108553 0.00163163 0.000886316 0.00143013 0.00158758 0.000392668
threshold=-0.088874999999999996 -0.092545000000000002 0.086285000000000014 0.13707500000000003 0.083550000000000027 -0.090969999999999995 0.12498500000000003 -0.23044000000000001 0.12168500000000003 0.11198000000000002 0.0013750000000000004 0.11125500000000002 0.085920000000000024 -0.49499500000000002 0.13744000000000003 0.09278500000000002 0.088915000000000022 0.093835000000000016 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 8 5 4 6 -3 7 -2 9 15 11 -9 -12 -10 -15 16 17 -1 -7
right_child=3 2 -4 -5 -6 18 -8 10 13 -11 12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.00022377891482745822 0.00041969190871350047 -0.00048051817752502185 0.0027432826210014435 -0.00062181604841927854 -0.00071713071769785738 3.5387791112627778e-05 0.00049118182075746973 -5.2011103524603468e-05 -0.0001164744285236532 -0.00046910290080509056 -0.00070825498135102644 0.00016007433406660474 -0.00012689398859077328 4.9738067608833683e-05 0.00087381499572385156 -0.00041054337663681931 0.00053939007918621688 0.00022924913620657201 0.00046559820888362715
leaf_weight=183 80 55 59 78 47 47 71 2098 51 89 48 355 118 54 46 48 50 131 46
leaf_count=183 80 55 59 78 47 47 71 2098 51 89 48 355 118 54 46 48 50 131 46
internal_value=0 0.000175622 0.000769684 -4.00134e-05 -2.36133e-05 -1.15574e-05 -1.15504e-05 -2.50787e-05 -1.17283e-05 -9.0632e-05 -3.89772e-05 -2.09842e-05 -0.00029993 0.000244644 0.000437 -6.88798e-06 4.40924e-05 -3.21697e-05 0.000256983
internal_weight=0 859 207 2895 2817 148 2770 2699 652 501 2619 2453 166 151 100 412 364 314 93
internal_count=3754 859 207 2895 2817 148 2770 2699 652 501 2619 2453 166 151 100 412 364 314 93
is_linear=0
shrinkage=0.0995203


Tree=7070
num_leaves=17
num_cat=0
split_feature=8 8 1 7 17 2 3 3 3 2 4 3 20 29 2 3
split_gain=0.0027984 0.0359518 0.00312679 0.00118163 0.00109179 0.00142113 0.00106735 0.00279987 0.00269062 0.00253226 0.00245442 0.00303249 0.00205248 0.000698957 0.00115369 0.000856589
threshold=-0.091600000000000001 -0.092545000000000002 0.51613500000000012 0.076760000000000023 0.40057000000000009 0.50951500000000005 0.11125500000000002 0.11308000000000003 0.10892000000000003 -0.096314999999999998 0.10801000000000002 0.10708000000000002 -0.081189999999999998 -0.049035000000000002 0.35004500000000011 0.11896500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 5 13 8 -8 10 -9 11 -2 -11 -1 15 -15
right_child=2 -3 -4 -5 -6 -7 7 9 -10 12 -12 -13 -14 14 -16 -17
leaf_value=0.00033555328332017384 -1.8308539783112029e-05 0.0027321039162865068 -0.00079095625310387401 -0.00039432472337175284 -0.00046813832448009904 0.0005225741902936317 0.00076550434201514512 -0.00057759249407185259 -0.00065938098120992949 0.0006331274600177171 0.00059805142566040162 -0.00079531933972826002 2.5516497052043992e-05 5.3823152338773055e-05 -0.00048745917205902082 -0.00032957095586774358
leaf_weight=49 2201 51 53 81 48 52 59 58 67 66 62 51 353 380 55 68
leaf_count=49 2201 51 53 81 48 52 59 58 67 66 62 51 353 380 55 68
internal_value=0 0.000187361 -3.28349e-05 -1.91594e-05 -1.04361e-05 2.45823e-05 -8.46108e-06 0.000118054 -3.72853e-05 3.62545e-05 -1.89193e-05 -3.62687e-05 0.00012318 -2.0847e-05 -5.71935e-05 -2.54333e-06
internal_weight=0 703 3051 2998 652 604 2917 536 2381 477 2314 2252 419 552 503 448
internal_count=3754 703 3051 2998 652 604 2917 536 2381 477 2314 2252 419 552 503 448
is_linear=0
shrinkage=0.0995203


Tree=7071
num_leaves=16
num_cat=0
split_feature=8 8 1 24 10 10 7 6 9 5 6 18 27 8 1
split_gain=0.00249033 0.0300651 0.00257612 0.00169968 0.00184219 0.00391927 0.00211849 0.00275165 0.000957594 0.00176587 0.00245833 0.000960015 0.00130985 0.00088095 0.000353706
threshold=-0.091914999999999983 -0.092984999999999998 0.51613500000000012 0.083550000000000027 0.09056500000000002 0.086030000000000023 0.076760000000000023 -0.23044000000000001 0.088825000000000029 -0.47386999999999996 0.089315000000000019 0.10085500000000001 0.081990000000000021 -0.11257499999999999 0.0043150000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 7 -2 9 -1 11 12 -11 14 -10
right_child=2 -3 -4 -5 -6 -7 -8 -9 13 10 -12 -13 -14 -15 -16
leaf_value=0.00049880235041722769 0.00055070361771366151 0.0024795464267855227 -0.00071235230890226008 -0.00057700097491756653 0.0005787374244863062 -0.00093006955534249351 -0.00055698667528959267 -8.4860141949364739e-06 0.0001984342170485678 -0.0002978312245883506 0.0006330543155597504 0.00028000137971755633 0.00027740846075651019 -0.00044428210329174012 -0.00017539040229328033
leaf_weight=78 90 52 54 53 52 46 67 2710 46 226 49 48 46 82 55
leaf_count=78 90 52 54 53 52 46 67 2710 46 226 49 48 46 82 55
internal_value=0 0.000179533 -3.064e-05 -1.81711e-05 -7.90582e-06 -1.8659e-05 -3.75022e-06 9.19558e-06 -9.01026e-06 6.8131e-05 -2.06868e-05 -0.000123349 -0.000197538 -0.000201911 0
internal_weight=0 682 3072 3018 2965 2913 2867 2800 630 447 369 320 272 183 101
internal_count=3754 682 3072 3018 2965 2913 2867 2800 630 447 369 320 272 183 101
is_linear=0
shrinkage=0.0995203


Tree=7072
num_leaves=13
num_cat=0
split_feature=28 29 17 8 9 17 17 5 30 2 18 5
split_gain=0.00905655 0.00510321 0.0052708 0.0117865 0.00168609 0.00148024 0.00209343 0.00353762 0.00189481 0.0014329 0.00151192 0.00144804
threshold=0.083225000000000021 -0.11266 0.51392000000000015 -0.077784999999999993 0.11222500000000002 0.50214000000000014 0.22924500000000006 -0.040404999999999996 0.10000000000000002 -0.049174999999999996 -0.063154999999999989 -0.067559999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 8 -8 -3 10 -6 -12
right_child=-2 2 3 -5 9 -7 7 -9 -10 -11 11 -13
leaf_value=0.00099289978003704602 0.0011392417267094431 -5.1497053401152869e-05 0.0014878730106405386 -0.00035176337538084083 -1.9389997845703567e-05 -0.00053024261554580616 -2.5655891336757032e-05 0.00075563201477127676 -0.00052694145808500163 -0.00018945286826957912 0.00020341387275375509 0.00097627899781393816
leaf_weight=51 71 2867 71 66 54 63 171 85 86 55 49 54
leaf_count=51 71 2867 71 66 54 63 171 85 86 55 49 54
internal_value=0 4.16704e-06 -9.53271e-06 0.00059565 -3.3565e-05 -5.13936e-05 -4.17376e-05 0.000230558 -6.56206e-05 0.00023774 0.000392607 0.000616553
internal_weight=0 3672 3621 137 3484 3272 3209 256 2953 212 157 103
internal_count=3743 3672 3621 137 3484 3272 3209 256 2953 212 157 103
is_linear=0
shrinkage=0.0995203


Tree=7073
num_leaves=10
num_cat=0
split_feature=28 29 17 26 7 23 17 17 2
split_gain=0.00734421 0.00413848 0.00426579 0.0167703 0.00182352 0.00155629 0.00145072 0.00223569 0.00140462
threshold=0.083225000000000021 -0.11266 0.51392000000000015 0.089545000000000027 -0.075879999999999989 -1.0000000180025095e-35 -0.5696199999999999 -0.55286000000000002 0.0066850000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 8 -7 -8 -6
right_child=-2 2 3 -5 5 6 7 -9 -10
leaf_value=0.00089408620089138273 0.0010258640961937624 0.00051264355962997823 -0.00033054494554967404 0.0019242573771884983 -5.5042940409166201e-05 -0.00050533928390632471 0.00051783572438542438 -3.1503955352000173e-05 -0.00080880123404446713
leaf_weight=51 71 60 84 53 54 62 75 3184 49
leaf_count=51 71 60 84 53 54 62 75 3184 49
internal_value=0 3.68578e-06 -8.629e-06 0.000535776 -3.02714e-05 -4.00242e-05 -2.7944e-05 -1.86107e-05 -0.000421575
internal_weight=0 3672 3621 137 3484 3424 3321 3259 103
internal_count=3743 3672 3621 137 3484 3424 3321 3259 103
is_linear=0
shrinkage=0.0995203


Tree=7074
num_leaves=12
num_cat=0
split_feature=19 27 27 29 17 17 5 26 9 26 26
split_gain=0.00807804 0.00488733 0.0120384 0.00586269 0.00183357 0.00181582 0.00162832 0.00133499 0.00206517 0.00121724 0.00118133
threshold=0.14071500000000006 0.089725000000000013 0.093785000000000021 -0.08070999999999999 -0.5696199999999999 -0.55286000000000002 -0.41397 0.41344500000000012 0.11351500000000002 0.11991000000000003 0.09271500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 -5 8 10 -10 -7
right_child=-2 2 3 6 5 7 -8 -9 9 -11 -12
leaf_value=-0.00058232029980442997 0.0013037561330222112 0.0018448609971298505 0.00089894369444183382 -0.00066345058123355662 0.00046630059593176905 -4.8974468473029321e-06 7.6746522916806979e-06 -0.00048652140066347892 0.00014073154159417373 0.00077355351417176827 -0.00015605841400535624
leaf_weight=58 48 48 63 57 75 2444 90 62 100 46 652
leaf_count=58 48 48 63 57 75 2444 90 62 100 46 652
internal_value=0 4.06813e-06 0.000422014 9.28928e-05 -2.7067e-05 -1.72939e-05 -0.000246989 -2.85191e-05 -1.95078e-05 0.000345721 -3.69955e-05
internal_weight=0 3695 258 210 3437 3379 147 3304 3242 146 3096
internal_count=3743 3695 258 210 3437 3379 147 3304 3242 146 3096
is_linear=0
shrinkage=0.0995203


Tree=7075
num_leaves=10
num_cat=0
split_feature=28 4 17 26 7 23 17 5 8
split_gain=0.00579774 0.00381386 0.00340943 0.0137099 0.00157489 0.00182917 0.0014933 0.00247347 0.00145433
threshold=0.082705000000000015 0.15834500000000004 0.51392000000000015 0.089545000000000027 -0.075879999999999989 -0.046924999999999994 0.42451000000000011 0.0076350000000000012 -0.089594999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 8 -8 -7
right_child=-2 -3 3 -5 5 6 7 -9 -10
leaf_value=0.00049296942228989099 0.00089105056488537491 0.00090175857032820546 -0.00030602271975597463 0.0017321999230248415 -0.00051526981560074607 -0.00014475067625494987 7.7039386560604007e-05 -0.00094017384910279912 1.8440955058677037e-05
leaf_weight=56 74 46 84 53 78 683 46 46 2577
leaf_count=56 74 46 84 53 78 683 46 46 2577
internal_value=0 1.07668e-06 -1.0133e-05 0.000476512 -2.9493e-05 -3.82617e-05 -2.69177e-05 -0.000422669 -1.54981e-05
internal_weight=0 3669 3623 137 3486 3430 3352 92 3260
internal_count=3743 3669 3623 137 3486 3430 3352 92 3260
is_linear=0
shrinkage=0.0995203


Tree=7076
num_leaves=24
num_cat=0
split_feature=18 18 2 20 9 2 9 2 3 3 8 8 5 3 2 30 20 5 4 2 8 3 8
split_gain=0.00293381 0.00386905 0.00260436 0.00276275 0.00272885 0.00228153 0.0025231 0.00227499 0.00218626 0.00409847 0.0013349 0.00308862 0.00211457 0.00438503 0.0034167 0.00159613 0.00128281 0.00127845 0.00125335 0.00123663 0.00260426 0.00160136 0.00055539
threshold=-0.12363 -0.14624999999999996 -0.096314999999999998 -0.077044999999999988 0.097200000000000022 0.097745000000000012 -0.090699999999999989 0.15165000000000003 0.11404500000000002 0.10525500000000003 -0.090969999999999995 -0.092545000000000002 -0.49053999999999998 0.14426500000000003 -0.043929999999999997 0.08980500000000001 -0.054979999999999994 -0.45822499999999994 0.12061000000000001 -0.079844999999999985 -0.099434999999999996 0.08666500000000002 -0.065539999999999987
decision_type=2 2 2 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 22 -5 6 16 8 9 -7 11 19 14 15 -12 -14 -2 -9 -19 21 -21 -8 -4
right_child=5 -3 3 4 -6 7 10 17 -10 -11 12 -13 13 -15 -16 -17 -18 18 -20 20 -22 -23 -24
leaf_value=-0.00043292784446429634 -0.0001766148766796867 0.0010951641274910668 0.0009439039133558861 0.00035436699074901137 -0.00049370854313252565 0.00070786712114197421 3.3726287035828796e-05 0.00035314368122183045 0.00093098395451856838 -0.00047321412460385833 -9.1897443333582022e-05 -0.00081626539824729749 -4.994106955572945e-05 -0.00086485343187142551 0.0010302987652875031 0.00043878338601865827 -0.00081254661353714398 8.0005838238823111e-05 -0.00047328258562147433 -0.00025113653585705545 0.00073256964994634151 -0.00047390124870769543 0.00041605651264155512
leaf_weight=67 65 46 47 91 64 65 114 57 59 52 60 74 2183 65 47 68 69 78 80 60 47 127 48
leaf_count=67 65 46 47 91 64 65 114 57 59 52 60 74 2183 65 47 68 69 78 80 60 47 127 48
internal_value=0 0.00024015 0.000113496 0.000263212 0 -5.73876e-05 -8.72349e-05 0.000167923 0.000433706 0.000175945 -6.70263e-05 -0.000230762 -3.81714e-05 -5.84627e-05 0.000393379 -3.48136e-05 -0.000510182 -4.58405e-05 -0.000194959 -0.000103906 0.000173308 -0.000230382 0.00068582
internal_weight=0 363 317 250 155 3370 2979 391 176 117 2845 422 2423 2316 107 2251 134 215 158 348 107 241 95
internal_count=3733 363 317 250 155 3370 2979 391 176 117 2845 422 2423 2316 107 2251 134 215 158 348 107 241 95
is_linear=0
shrinkage=0.0995203


Tree=7077
num_leaves=23
num_cat=0
split_feature=18 18 2 20 19 2 21 2 2 3 3 2 3 20 3 2 28 11 0 0 2 8
split_gain=0.00238375 0.00313372 0.00211568 0.00224648 0.00604484 0.00222868 0.00193115 0.0024313 0.00263449 0.00253921 0.00264102 0.00223841 0.00222342 0.00273978 0.00260903 0.00184236 0.00214587 0.00208559 0.00130186 0.00189927 0.000528998 0.000441402
threshold=-0.12363 -0.14624999999999996 -0.096314999999999998 -0.077044999999999988 0.0069650000000000016 -0.065999999999999989 0.16638500000000003 0.097745000000000012 0.15165000000000003 0.11404500000000002 0.10525500000000003 -0.0072299999999999994 0.086605000000000029 -0.073489999999999986 0.10807500000000002 -0.012154999999999999 0.077350000000000016 -0.089004999999999987 -0.10806499999999999 -0.14028499999999997 0.41061500000000012 -0.066544999999999993
decision_type=2 2 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 21 5 -5 7 11 9 10 -9 15 -13 -14 -15 16 17 -2 19 -10 -20 -4
right_child=6 -3 3 4 -6 -7 -8 8 18 -11 -12 12 13 14 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=-0.0003898427732108043 0.00060879576401366058 0.00098617325164513801 0.0008553553502951177 0.00090069785272919758 -0.00093831410125168237 0 -0.00067957481884742157 0.00063741999810305579 -0.00019302541595257749 0.0010733083923260577 -0.00032908348364841855 6.0962864745931129e-05 -0.0011106333825853234 0.00022716403258005023 -0.00075219024809837054 0.00050213285537978867 -0.00072663924936980438 -5.8994236174678214e-05 -3.724508285972818e-05 0.00065775840962204867 -0.00049636189871928981 0.00037929187214462667
leaf_weight=67 47 46 46 50 47 58 48 65 52 52 48 80 60 53 53 59 47 2548 53 50 55 49
leaf_count=67 47 46 46 50 47 58 48 65 52 52 48 80 60 53 53 59 47 2548 53 50 55 49
internal_value=0 0.000216474 0.000102201 0.000237343 0 0.000413761 -5.17005e-05 -4.23818e-05 0.000195701 0.000493626 0.000219625 -7.29552e-05 -0.000360849 -0.000569063 -0.00025479 -4.64315e-05 -5.89917e-05 -4.65839e-05 -3.44853e-05 0.000216 -0.000278635 0.000618424
internal_weight=0 363 317 250 155 108 3370 3322 375 165 113 2947 246 166 106 2701 2642 2595 210 102 108 95
internal_count=3733 363 317 250 155 108 3370 3322 375 165 113 2947 246 166 106 2701 2642 2595 210 102 108 95
is_linear=0
shrinkage=0.0995203


Tree=7078
num_leaves=28
num_cat=0
split_feature=26 8 21 0 17 3 6 3 0 0 9 6 0 3 9 8 18 9 21 4 18 20 2 4 4 3 1
split_gain=0.00247642 0.00290509 0.00230087 0.00211578 0.00608523 0.00378125 0.00163148 0.00283449 0.0024824 0.00213233 0.00600655 0.00205435 0.0016433 0.00331235 0.00133234 0.00254601 0.00326694 0.00249483 0.0013436 0.00131625 0.00148866 0.00267256 0.00409003 0.00199397 0.00504333 0.00386934 0.000525392
threshold=0.11991000000000003 -0.082419999999999993 0.14680000000000004 -0.075424999999999992 -0.0064000000000000003 0.09940000000000003 0.087455000000000019 0.08785500000000003 -0.084665000000000004 -0.083885000000000001 0.08888500000000002 0.086275000000000032 -0.087184999999999999 0.084895000000000012 0.084290000000000018 -0.086404999999999996 -0.0092699999999999987 0.084535000000000013 0.085955000000000018 0.13630500000000004 -0.12363 -0.07825 -0.076954999999999996 0.10533000000000002 0.10022000000000002 0.11492500000000001 -0.076894999999999991
decision_type=2 2 2 2 2 2 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 19 5 -5 -2 11 8 12 -9 -11 14 -8 -14 15 16 -1 -16 -19 20 21 -3 -23 24 -22 -25 -12
right_child=3 2 -4 4 -6 -7 7 9 -10 10 26 -13 13 -15 17 -17 -18 18 -20 -21 23 22 -24 25 -26 -27 -28
leaf_value=-0.00059149923930585421 0.00052232604805657308 -0.00015168329916730324 -0.00047858626505032606 2.7883910329594438e-05 -0.0012489995614229778 -0.00057250494729059638 0.00051133250061919711 -0.0006370626409250552 0.0008420264175834374 0.00090787146310690263 -0.0001766948137706135 -0.00076589506972414437 -0.00074376407752502086 0.00043320546936547887 -0.00094762060568323635 0.00046882493409306164 5.6215972151615721e-05 -0.00032059915078299354 2.3224305313677524e-06 0.00057005582106835694 4.7342130943722657e-05 0.0011561630097719588 0.00015329040325475 -0.00062637662377530896 0.00092780498507174245 0.00025314764112136233 -0.00067870959880354548
leaf_weight=107 64 83 70 77 69 61 58 72 63 50 46 55 48 46 46 88 270 282 224 58 1303 65 112 114 68 86 48
leaf_count=107 64 83 70 77 69 61 58 72 63 50 46 55 48 46 46 88 270 282 224 58 1303 65 112 114 68 86 48
internal_value=0 0 7.96683e-05 -0.00031258 -0.000569968 -5.40248e-06 -0.000104264 5.78472e-05 0.000315118 -0.000194443 2.11826e-05 -0.000170204 9.13425e-05 -0.000159092 -0.000137184 -1.12221e-05 -0.000125447 -0.00024181 -0.000176028 0.000100789 8.54768e-05 0.000306652 0.000526202 4.83513e-05 9.16092e-05 -0.000244088 -0.000441752
internal_weight=0 3462 1959 271 146 125 1503 431 215 216 144 1072 152 94 1017 465 377 552 506 1889 1831 260 177 1571 1371 200 94
internal_count=3733 3462 1959 271 146 125 1503 431 215 216 144 1072 152 94 1017 465 377 552 506 1889 1831 260 177 1571 1371 200 94
is_linear=0
shrinkage=0.0995203


Tree=7079
num_leaves=30
num_cat=0
split_feature=26 8 22 18 3 3 8 10 17 1 2 5 5 18 18 5 8 8 18 1 2 5 8 9 5 8 2 20 18
split_gain=0.00200442 0.00235799 0.00199298 0.00174133 0.00607107 0.00485506 0.00232497 0.00165079 0.0022703 0.00542585 0.00145789 0.00187375 0.00136504 0.0018674 0.00357237 0.00283568 0.00500075 0.00359637 0.00372019 0.00255114 0.00673371 0.00164841 0.00292599 0.00156647 0.00132888 0.00191166 0.00161969 0.00124106 0.00118385
threshold=0.11991000000000003 -0.082419999999999993 0.11487000000000003 0.089365000000000014 0.10325000000000002 0.09940000000000003 -0.060034999999999998 0.090150000000000022 -0.54892999999999992 -0.49837999999999999 0.097745000000000012 -0.0044999999999999997 -0.0047599999999999995 -0.013125 -0.025079999999999998 -0.021739999999999999 -0.085089999999999985 -0.094375000000000001 0.091085000000000013 -0.0084199999999999987 -0.086414999999999992 0.0076350000000000012 -0.087844999999999993 0.083715000000000026 0.11083500000000003 -0.086775000000000005 -0.08569499999999998 -0.073489999999999986 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 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 7 5 -5 -2 -7 8 9 -3 27 -12 13 14 19 17 23 28 -19 20 -1 22 -14 -17 -23 26 -26 -10 -15
right_child=3 2 -4 4 -6 6 -8 -9 10 -11 11 -13 21 15 -16 16 -18 18 -20 -21 -22 24 -24 -25 25 -27 -28 -29 -30
leaf_value=-0.0005763079953993585 0.00066727019877558743 -0.00011665679910454456 -0.00046798749953285779 -0.0013731000314270831 6.3189455545239993e-05 1.1288651741237994e-05 -0.00094290975851737285 -0.00043864288302252152 -8.4909472746571419e-05 0.0012396884266475299 0.0006422454637815834 -5.8577461216263618e-05 -9.4600347289923689e-05 0.00022325852402974947 -0.0010881754817118091 0.00037410215131181032 0.0010935418970956785 -0.00061550525256590712 2.7134866107953675e-05 -0.00064766791734138958 0.00073243625058802726 -0.00041345021230875678 0.00097430144839646005 -0.00033920414864479327 0.00078766678966796157 -0.00039500550422502179 -1.8304475077107665e-05 0.00010736341382672958 -0.00015233359375780892
leaf_weight=82 57 59 65 52 64 46 52 56 473 56 96 59 50 206 55 50 53 235 140 80 74 72 49 77 47 48 48 1095 137
leaf_count=82 57 59 65 52 64 46 52 56 473 56 96 59 50 206 55 50 53 235 140 80 74 72 49 77 47 48 48 1095 137
internal_value=0 0 7.18229e-05 -0.000281172 -0.000573608 -5.70347e-05 -0.000486668 9.07808e-05 0.000107357 0.000536706 7.8225e-05 0.000370199 -9.38874e-05 -0.000142893 -0.000362676 -7.07594e-05 0.000280801 -0.000160034 -0.000373403 -0.000190129 3.9259e-05 8.90699e-05 0.000426183 -5.1929e-05 -6.23515e-05 0.000108701 0.000371822 4.88406e-05 7.0854e-05
internal_weight=0 3462 1959 271 116 155 98 1894 1838 115 1723 155 1503 1189 291 898 180 718 375 236 156 314 99 127 215 143 95 1568 343
internal_count=3733 3462 1959 271 116 155 98 1894 1838 115 1723 155 1503 1189 291 898 180 718 375 236 156 314 99 127 215 143 95 1568 343
is_linear=0
shrinkage=0.0995203


Tree=7080
num_leaves=12
num_cat=0
split_feature=12 28 27 26 8 8 17 17 9 20 17
split_gain=0.00182995 0.00171781 0.00129994 0.00121109 0.00127228 0.00321509 0.00477717 0.00132703 0.0019094 0.00139817 0.000819954
threshold=0.098385000000000028 0.10337500000000002 -0.032854999999999995 0.41344500000000012 -0.090274999999999994 -0.092844999999999997 -0.0058449999999999995 -0.55157999999999996 0.084055000000000032 -0.077579999999999996 0.066010000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 10 -7 8 -6 -9 -4
right_child=-2 -3 3 -5 7 6 -8 9 -10 -11 -12
leaf_value=0.00039061101898033186 -0.00060317679389350614 -0.00061814299290919076 -9.7685501984839408e-05 -0.00045844295791236167 0.00023947981672973412 -1.1171790893752789e-05 -0.0011772045752105548 -7.9414254570816598e-05 -0.00053358619469062588 8.460877096536635e-05 0.00015430728242419857
leaf_weight=80 53 46 424 60 46 78 65 700 94 1910 182
leaf_count=80 53 46 424 60 46 78 65 700 94 1910 182
internal_value=0 -1.3618e-05 -5.75133e-06 -1.48909e-05 -7.05098e-06 -0.00012222 -0.000546912 2.40193e-05 -0.000273731 4.03043e-05 -2.06536e-05
internal_weight=0 3685 3639 3559 3499 749 143 2750 140 2610 606
internal_count=3738 3685 3639 3559 3499 749 143 2750 140 2610 606
is_linear=0
shrinkage=0.0995203


Tree=7081
num_leaves=8
num_cat=0
split_feature=12 28 29 10 10 26 4
split_gain=0.00148326 0.00139259 0.0012231 0.00151851 0.00178894 0.00147126 0.00155191
threshold=0.098385000000000028 0.10337500000000002 0.097185000000000021 0.09056500000000002 0.086165000000000019 -0.23202999999999999 0.14996500000000004
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00047820224526351365 -0.00054314855875556636 -0.00055662530121880147 0.00039216128466763059 0.00044457779585099978 -0.00052154960101332478 -1.1695009357304405e-05 0.00056410978816545817
leaf_weight=66 53 46 75 70 70 3311 47
leaf_count=66 53 46 75 70 70 3311 47
internal_value=0 -1.23069e-05 -5.20133e-06 -1.3793e-05 -2.32105e-05 -1.27834e-05 -3.39201e-06
internal_weight=0 3685 3639 3564 3494 3424 3358
internal_count=3738 3685 3639 3564 3494 3424 3358
is_linear=0
shrinkage=0.0995203


Tree=7082
num_leaves=15
num_cat=0
split_feature=0 0 0 0 9 27 26 4 8 2 26 2 8 8
split_gain=0.0013055 0.00320011 0.00171053 0.00170526 0.00201893 0.00132253 0.00157322 0.00212071 0.00178205 0.00178102 0.00127221 0.00109974 0.000971228 0.000669922
threshold=-0.0033699999999999997 0.047575000000000013 0.11291000000000002 0.12433000000000002 0.095415000000000014 -0.032854999999999995 -0.2382 0.14646500000000004 -0.41646 0.15165000000000003 0.41344500000000012 0.097285000000000024 -0.07034 -0.52017999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 12 11 -4 -5 -1 -7 8 13 10 -10 -3 -2 -8
right_child=1 2 3 4 -6 6 7 -9 9 -11 -12 -13 -14 -15
leaf_value=0.00040960013255092454 -0.0003319502256149658 0.00060371079343813131 -0.00071760784373651543 -0.00032824751619924393 0.00046002434434547315 0.0005011657988687958 0.00011903737396134351 -0.00059375244988828842 0 -0.00062744934315251907 -0.00044161783695955569 -2.3314327067354781e-05 -0.00099053515349206505 0.00066543819763807666
leaf_weight=77 48 55 48 84 52 59 47 62 2940 47 66 51 51 51
leaf_count=77 48 55 48 84 52 59 47 62 2940 47 66 51 51 51
internal_value=0 -0.000190668 -2.09712e-05 -0.000207047 -2.08301e-05 1.72374e-06 -7.62463e-06 -1.72223e-05 -5.6185e-06 -1.92838e-05 -9.5025e-06 0.000294306 -0.000679491 0.000411742
internal_weight=0 389 290 184 136 3349 3272 3213 3151 3053 3006 106 99 98
internal_count=3738 389 290 184 136 3349 3272 3213 3151 3053 3006 106 99 98
is_linear=0
shrinkage=0.0995203


Tree=7083
num_leaves=16
num_cat=0
split_feature=12 28 19 8 8 17 17 2 3 17 17 3 22 3 3
split_gain=0.00112895 0.00114058 0.00113442 0.00116318 0.00267079 0.00386247 0.0017119 0.00214742 0.00429365 0.00233219 0.00172904 0.00335367 0.00158128 0.000985167 0.00150541
threshold=0.098385000000000028 0.10337500000000002 0.13705000000000003 -0.090274999999999994 -0.092844999999999997 -0.0058449999999999995 -0.0064000000000000003 -0.087444999999999995 0.091975000000000015 -0.000475 -0.011809999999999999 0.087825000000000028 0.10397500000000003 0.15778000000000003 0.13345500000000002
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 10 8 -8 -9 12 -12 -5 14 -1
right_child=-2 -3 -4 6 5 -7 7 9 -10 -11 11 -13 -14 -15 -16
leaf_value=1.4123292972507727e-06 -0.00047265335405038435 -0.0005020680723670628 -0.00039154662339187495 -1.9547543310673968e-05 -9.6663555056939954e-06 -0.0010592365542713908 0.0011397085552233125 0.00055652048419891785 2.1684155875749212e-05 2.7385994917591431e-05 -0.00072536546012527334 0.00028653774772141507 0.00052405334348511841 0.00038331922529522716 -0.0005293141556033642
leaf_weight=486 53 46 73 1457 78 65 59 91 84 936 91 49 55 56 59
leaf_count=486 53 46 73 1457 78 65 59 91 84 936 91 49 55 56 59
internal_value=0 -9.49993e-06 -3.04849e-06 4.67494e-06 -0.000105755 -0.000492469 3.40791e-05 0.000126322 0.000488692 7.50685e-05 -3.07549e-05 -0.000365352 0 -1.23794e-05 -5.45404e-05
internal_weight=0 3685 3639 3566 744 143 2822 1170 143 1027 1652 140 1512 601 545
internal_count=3738 3685 3639 3566 744 143 2822 1170 143 1027 1652 140 1512 601 545
is_linear=0
shrinkage=0.0995203


Tree=7084
num_leaves=16
num_cat=0
split_feature=28 5 24 18 2 18 18 5 20 3 17 17 2 6 6
split_gain=0.0081323 0.00324118 0.00329893 0.00294827 0.00257666 0.0019574 0.0130071 0.0021618 0.00467843 0.00211257 0.00402409 0.00230687 0.00141122 0.00257826 0.00187669
threshold=0.083225000000000021 0.51100000000000012 0.10415500000000003 -0.098315 -0.078289999999999985 0.092545000000000016 0.094215000000000021 -0.53313499999999991 -0.014955 0.10038500000000002 0.51292000000000015 -0.53015499999999993 -0.077544999999999989 0.095080000000000012 -0.088954999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 7 -7 8 -1 10 -9 -11 13 -8 -14
right_child=-2 3 -4 -5 -6 6 12 9 -10 11 -12 -13 14 -15 -16
leaf_value=-0.00089212391222279945 0.0010245521907596737 0.00021771932405565217 -0.00087096571910606616 -0.0011178258126615548 -0.00058651542705497777 -0.001728107187215203 -3.6432445095907308e-05 3.7436088131361509e-06 0.00033136301479503579 -0.00041824392024988915 -0.00071654854234252485 0.00024017198649556789 0.00029666123194695907 0.00073002289160361113 -0.0003140462444184841
leaf_weight=76 69 69 47 50 89 50 233 1883 51 57 80 595 60 53 266
leaf_count=76 69 69 47 50 89 50 233 1883 51 57 80 595 60 53 266
internal_value=0 -6.55084e-05 -4.22509e-05 -0.000447445 -0.000230118 -3.05681e-05 -0.000184199 6.22435e-06 -0.000394357 2.5992e-05 -2.51941e-05 0.000181355 -5.67247e-05 0.000102741 -0.000199135
internal_weight=0 3659 3451 208 158 3404 662 2742 127 2615 1963 652 612 286 326
internal_count=3728 3659 3451 208 158 3404 662 2742 127 2615 1963 652 612 286 326
is_linear=0
shrinkage=0.0995203


Tree=7085
num_leaves=18
num_cat=0
split_feature=28 17 2 18 24 21 26 3 21 8 20 20 8 2 17 26 21
split_gain=0.00662823 0.00276309 0.00314784 0.00409838 0.00264847 0.00221288 0.00409426 0.00834343 0.00853225 0.00265164 0.00338942 0.00327982 0.00321267 0.00291759 0.00276551 0.00109006 0.00196034
threshold=0.082705000000000015 -0.55157999999999996 -0.08569499999999998 -0.046804999999999992 0.10415500000000003 -0.015149999999999999 0.083885000000000029 0.10749000000000002 -0.085914999999999991 -0.071594999999999992 -0.085594999999999991 -0.14091999999999996 -0.070134999999999989 -0.080914999999999987 -0.089699999999999988 0.084735000000000019 -0.080634999999999998
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 8 -3 10 11 -7 -11 -12 -14 -8 -17
right_child=-2 4 -4 -5 -6 9 15 -9 -10 12 13 -13 14 -15 -16 16 -18
leaf_value=-0.00077577188662713897 0.0009042578378943045 -0.00037218798592628121 -0.0011573074098999052 0.00049531671546509395 -0.00078428707807485371 -8.0709787583584195e-05 0.00045379961947207272 0.00019557321165800516 -0.0021698219783391317 0.00093095560999952205 2.0811307724913152e-05 0.0010343289604457758 -0.00013899162247831532 -0.00023565583353839307 0.00018875916239242136 0.00015165592656338285 -0.00053061675703653993
leaf_weight=52 72 62 47 48 47 50 48 76 47 46 857 52 378 890 772 121 63
leaf_count=52 72 62 47 48 47 50 48 76 47 46 857 52 378 890 772 121 63
internal_value=0 -5.9478e-05 -0.00048271 -0.000157463 -4.15145e-05 -3.11942e-05 -0.000246214 -0.000595642 -0.00115483 -1.47923e-06 -7.6436e-05 0.000479716 0.000113718 -0.000109376 8.03171e-05 2.88961e-05 -7.74993e-05
internal_weight=0 3656 147 100 3509 3462 417 185 109 3045 1849 102 1196 1747 1150 232 184
internal_count=3728 3656 147 100 3509 3462 417 185 109 3045 1849 102 1196 1747 1150 232 184
is_linear=0
shrinkage=0.0995203


Tree=7086
num_leaves=18
num_cat=0
split_feature=28 5 18 3 24 21 1 1 21 18 18 20 20 21 6 1 1
split_gain=0.00538103 0.0022954 0.00236827 0.00217562 0.00216896 0.00176428 0.00410147 0.00333152 0.00419959 0.00254253 0.0103723 0.0029187 0.00593056 0.00284601 0.00192681 0.00155284 0.00132843
threshold=0.081965000000000024 0.51100000000000012 -0.098315 0.11308000000000003 0.10415500000000003 -0.015149999999999999 0.41165000000000013 -0.008005 -0.064794999999999991 0.092545000000000016 0.094215000000000021 -0.085594999999999991 -0.097019999999999995 -1.0000000180025095e-35 -0.0048649999999999995 0.060860000000000011 -0.072579999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 7 8 -1 11 -11 12 -7 -13 -9 -5 -12
right_child=-2 2 -4 15 -6 9 -8 14 -10 10 16 13 -14 -15 -16 -17 -18
leaf_value=-8.690641389273768e-05 0.00080291240712495812 0.00029638567223894786 -0.00097599988375992057 -0.00088278475614022428 -0.00070623463859661073 -4.3571824735581966e-05 -0.001102479188417545 0.00054644692332059253 -0.0010544423024453275 -0.0015489489729495068 0.00010137056210192189 -0.00075456936041373918 0.0011126274609739569 3.6349810856534146e-05 -0.00015844897612522131 -7.8004602356633899e-05 -0.00019464354992982958
leaf_weight=172 74 58 50 47 47 103 46 91 61 50 280 46 75 2092 64 53 319
leaf_count=172 74 58 50 47 47 103 46 91 61 50 280 46 75 2092 64 53 319
internal_value=0 -5.38038e-05 -0.000375257 -0.000179967 -3.41634e-05 -2.46294e-05 -0.000212061 -0.000104386 -0.000343723 2.52967e-06 -0.000171271 5.15864e-05 0.000438992 1.89499e-05 0.000250112 -0.000464438 -5.49064e-05
internal_weight=0 3654 208 158 3446 3399 434 388 233 2965 649 2316 178 2138 155 100 599
internal_count=3728 3654 208 158 3446 3399 434 388 233 2965 649 2316 178 2138 155 100 599
is_linear=0
shrinkage=0.0995203


Tree=7087
num_leaves=22
num_cat=0
split_feature=28 17 2 18 2 2 17 8 24 21 21 9 21 1 21 5 20 1 17 6 27
split_gain=0.00439016 0.00205991 0.00256818 0.00343919 0.00186327 0.016034 0.00202216 0.00269653 0.0017667 0.00170676 0.00298277 0.0023079 0.0027936 0.00171689 0.00429516 0.00751297 0.00311928 0.00286302 0.00545058 0.00227103 0.0016856
threshold=0.083225000000000021 -0.55157999999999996 -0.08569499999999998 -0.046804999999999992 -0.081055000000000002 -0.080744999999999997 0.51292000000000015 -0.074504999999999988 0.083550000000000027 -0.015149999999999999 -0.026109999999999998 0.08846500000000003 -0.085204999999999989 -0.0088199999999999997 0.085855000000000029 -0.093384999999999982 -0.081945000000000004 -0.080085000000000003 0.0065250000000000013 0.10384500000000003 -0.038765000000000001
decision_type=2 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 -6 8 -8 20 10 11 12 -3 17 15 -15 -16 19 -19 -11 -7
right_child=-2 4 -4 -5 5 6 7 -9 -10 13 -12 -13 -14 14 16 -17 -18 18 -20 -21 -22
leaf_value=-0.00068631823456940827 0.00075269057297576078 -0.00015714735213456931 -0.001022708616035557 0.0004784190349733859 -0.0018567947893253691 -0.00052805570972258575 -0.00082665305749911701 0.00012640627616736913 -0.00055477772626858998 0.00011066586704982541 -0.00087790782083822338 -0.00049006987998596679 0.00078807450137688396 0.00012056789999124022 0.00055790777170624986 -0.0014793658012713313 -0.00022270819106897079 0.00019400498523816832 0.0013442603085393016 -0.00058825581017194211 1.3025114025963638e-05
leaf_weight=52 69 72 47 48 50 59 73 47 60 708 50 66 53 64 102 52 99 177 54 49 1677
leaf_count=52 69 72 47 48 50 59 73 47 60 708 50 66 53 64 102 52 99 177 54 49 1677
internal_value=0 -4.80884e-05 -0.00041355 -0.000119058 -3.25584e-05 -9.69796e-05 -5.06281e-05 -0.00044655 -2.37188e-05 4.88346e-05 -0.000193383 -9.90191e-06 0.000237078 9.41933e-05 -0.000105784 -0.000589587 0.000169353 0.000159185 0.00046644 6.43438e-05 -4.89261e-06
internal_weight=0 3659 147 100 3512 1966 1916 120 1796 1546 241 191 125 1305 317 116 201 988 231 757 1736
internal_count=3728 3659 147 100 3512 1966 1916 120 1796 1546 241 191 125 1305 317 116 201 988 231 757 1736
is_linear=0
shrinkage=0.0995203


Tree=7088
num_leaves=15
num_cat=0
split_feature=19 6 18 7 28 3 17 3 9 2 29 0 2 3
split_gain=0.00865589 0.0313249 0.00574397 0.00346909 0.00265857 0.00246829 0.00315014 0.00350487 0.00309129 0.00935751 0.00559402 0.000903719 0.00119743 0.000323158
threshold=0.11198000000000002 -0.012574999999999999 0.23251500000000005 -0.10984999999999999 0.083225000000000021 0.11275500000000002 -0.56137499999999996 0.11089500000000001 0.11408000000000003 -0.053085 0.098035000000000025 -0.075709999999999986 -0.070724999999999996 0.09339500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 -1 5 6 -5 -8 10 -10 -7 12 13 -2
right_child=1 -3 -4 4 -6 8 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-0.00085921611394244152 8.9957918941401007e-05 0.0025042899119944598 -0.0010722753894446681 -0.00068499159958631639 -0.00066093256042388214 0.00017374672928524763 -9.3758609729180708e-06 -0.00085119096383016459 0.00057230395291169532 -0.0012859861039637541 0.0013292989513804239 -0.0003656963333399509 -0.00031906838619483765 0.00049010964428474434
leaf_weight=49 46 62 53 74 62 462 2565 50 56 51 46 63 46 46
leaf_count=49 46 62 53 74 62 462 2565 50 56 51 46 63 46 46
internal_value=0 0.000548415 -4.37663e-05 -2.75644e-05 -1.52145e-05 -2.84975e-06 -4.42303e-05 -2.57848e-05 0.00017675 -0.000305773 0.000279995 -5.08173e-05 8.69998e-05 0.000298932
internal_weight=0 263 3468 3415 3366 3304 2689 2615 615 107 508 201 138 92
internal_count=3731 263 3468 3415 3366 3304 2689 2615 615 107 508 201 138 92
is_linear=0
shrinkage=0.0995203


Tree=7089
num_leaves=10
num_cat=0
split_feature=1 18 17 8 28 7 26 26 18
split_gain=0.00875524 0.00746676 0.00444714 0.0126594 0.00215861 0.00225225 0.00187177 0.00444456 0.00209387
threshold=-0.54365999999999992 0.26473000000000008 0.51544000000000012 -0.077889999999999987 0.083225000000000021 -0.15142999999999998 0.11699500000000003 0.12158000000000002 0.089505000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 8 -8 -7
right_child=1 -3 3 -5 -6 6 7 -9 -10
leaf_value=0.0012112833957166496 -0.00068186530844937838 -0.0011316210805491916 0.0015341405937620083 -0.00051953900746478114 -0.00057465469605491256 -1.649910080878574e-05 -0.00082022461734418167 1.2986665061129393e-05 0.00020037365720443559
leaf_weight=58 49 59 65 54 69 2551 91 203 532
leaf_count=58 49 59 65 54 69 2551 91 203 532
internal_value=0 -2.10444e-05 -2.68727e-06 0.00059534 -2.32835e-05 -1.19399e-05 -1.97689e-06 -0.000242128 2.06588e-05
internal_weight=0 3673 3614 119 3495 3426 3377 294 3083
internal_count=3731 3673 3614 119 3495 3426 3377 294 3083
is_linear=0
shrinkage=0.0995203


Tree=7090
num_leaves=12
num_cat=0
split_feature=1 18 17 9 2 5 3 3 6 18 3
split_gain=0.00709991 0.00605394 0.00359752 0.0124004 0.00175231 0.00206548 0.00264234 0.00616574 0.00169951 0.00207963 0.00166043
threshold=-0.54365999999999992 0.26473000000000008 0.51544000000000012 0.091965000000000033 -0.24206999999999998 0.5124350000000002 0.11089500000000001 0.12168500000000003 0.092120000000000021 -0.099739999999999995 0.097880000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 8 -7 -8 9 -6 -10
right_child=1 -3 3 -5 5 6 7 -9 10 -11 -12
leaf_value=0.0010907362575381058 -0.00062491966724525941 -0.0010190018469570905 -0.00026125359048551674 0.0018174674275635648 -0.00025856854129545565 0.00082826567402343658 -0.00069117931674254787 0.0007294495781787776 -0.00029133281121175255 3.3912459733209519e-05 4.848580639939042e-05
leaf_weight=58 47 59 73 46 268 64 59 62 423 2363 209
leaf_count=58 47 59 73 46 268 64 59 62 423 2363 209
internal_value=0 -1.89944e-05 -2.44237e-06 0.000535407 -2.09896e-05 -1.252e-05 0.000310569 2.99807e-05 -3.10888e-05 3.80849e-06 -0.000177661
internal_weight=0 3673 3614 119 3495 3448 185 121 3263 2631 632
internal_count=3731 3673 3614 119 3495 3448 185 121 3263 2631 632
is_linear=0
shrinkage=0.0995203


Tree=7091
num_leaves=15
num_cat=0
split_feature=19 17 26 1 3 2 6 28 3 9 0 2 3 2
split_gain=0.00811637 0.00658967 0.00367523 0.0126879 0.00930427 0.0040613 0.00290417 0.00168627 0.00171754 0.00189888 0.00517596 0.00433404 0.00143503 0.0011713
threshold=0.14061500000000002 -0.57205499999999987 0.10665000000000002 -0.083284999999999984 0.090360000000000024 -0.080069999999999988 0.096435000000000021 0.079615000000000019 0.11275500000000002 0.089105000000000018 -0.052884999999999995 -0.022909999999999996 0.11089500000000001 -0.079604999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 -5 -6 -7 8 12 11 -11 -10 13 -3
right_child=-2 2 3 4 5 6 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.0011040432351640773 0.0012452740208453742 4.2361123245652599e-05 -0.0014110911574325936 0.0011969166528843077 -0.0010115654743386127 0.00013793897158667943 -0.00053084630230082312 -0.00058747453850999934 -0.00082826426932441368 0.00075367497007295195 -0.00019350565672770177 0.00017008696300948356 -0.00053934340766392287 -9.8354438266585567e-05
leaf_weight=51 51 1549 83 51 57 188 97 47 51 146 92 276 52 940
leaf_count=51 51 1549 83 51 57 188 97 47 51 146 92 276 52 940
internal_value=0 -1.88493e-05 -3.48554e-05 -0.00029264 -5.43446e-05 -0.00024333 -8.68104e-05 3.80198e-06 1.30128e-05 0.00017012 0.000384098 1.18773e-05 -2.15985e-05 -1.04529e-05
internal_weight=0 3680 3629 476 393 342 285 3153 3106 565 238 327 2541 2489
internal_count=3731 3680 3629 476 393 342 285 3153 3106 565 238 327 2541 2489
is_linear=0
shrinkage=0.0995203


Tree=7092
num_leaves=21
num_cat=0
split_feature=4 3 3 3 6 6 8 17 2 3 17 17 21 2 21 6 17 3 6 4
split_gain=0.0024326 0.00261008 0.00556596 0.024134 0.00291655 0.0024684 0.0033111 0.00362534 0.00324723 0.00233395 0.00398834 0.00221607 0.00220529 0.00192415 0.00247853 0.00158968 0.00154471 0.00118402 0.00113089 0.00166565
threshold=0.15221500000000004 0.086895000000000014 0.084795000000000023 0.085035000000000013 -0.47287499999999999 0.089090000000000016 -0.083504999999999982 -0.069010000000000002 -0.081864999999999993 0.087445000000000023 -0.012754999999999999 0.51734000000000024 0.15372000000000005 0.10924500000000002 0.091135000000000022 -0.031674999999999995 0.0065250000000000013 0.084550000000000028 0.087575000000000028 0.11541000000000003
decision_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 -1 6 8 -8 -5 10 -3 12 13 16 -15 -13 -11 18 19 -6
right_child=-2 9 3 5 17 -7 7 -9 -10 11 -12 15 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.00071002835850372543 0.00060097339196301465 0.0011152583345882688 -0.002431135330243998 -0.00030683604230157083 -9.4396364126783368e-05 0.00050815633655278711 -2.7578927717909103e-06 -0.001153414467407054 0.00061508684068929003 -4.1194152155234368e-05 -0.0001421179565149942 -6.8844599837552764e-05 -0.00054724199116911257 0.00050279593914001521 -0.00012823875836430606 -0.00083509473456046485 0.00014391194251200238 0.00054261969353159201 0.00040453233161301031 0.00054221283429255922
leaf_weight=48 63 51 53 102 348 49 49 65 60 1538 47 62 64 184 90 51 628 54 74 46
leaf_count=48 63 51 53 102 348 49 49 65 60 1538 47 62 64 184 90 51 628 54 74 46
internal_value=0 -2.24811e-05 -0.00016477 -0.000461027 3.02586e-05 -0.000137229 -0.000254775 -0.000666015 2.95637e-05 2.69007e-05 0.000503878 8.72634e-06 2.84873e-05 4.3924e-05 0.000292534 -0.000421919 1.20967e-05 9.98992e-05 4.70669e-05 -1.79936e-05
internal_weight=0 3663 948 378 570 325 276 114 162 2715 98 2617 2504 2440 274 113 2166 522 468 394
internal_count=3726 3663 948 378 570 325 276 114 162 2715 98 2617 2504 2440 274 113 2166 522 468 394
is_linear=0
shrinkage=0.0995203


Tree=7093
num_leaves=11
num_cat=0
split_feature=28 4 29 9 18 2 20 0 5 20
split_gain=0.00221539 0.00190976 0.00191637 0.00246419 0.00188637 0.00188061 0.00172096 0.00231458 0.00410988 0.00254543
threshold=0.10337500000000002 0.15221500000000004 -0.10206999999999999 0.11408000000000003 0.10307000000000002 -0.065059999999999993 -0.24350999999999998 -0.110495 -0.094469999999999985 -0.0070099999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 9 -9 -8
right_child=-2 -3 3 4 -6 -7 7 8 -10 -11
leaf_value=-0.00062970148275772657 -0.00069701851542624681 0.0005411643658875464 -0.00051442243211049523 0.00010733749168475665 -0.00011045664091356641 0.00090334391347786694 0.00039730662154518923 -0.00034009218483119067 1.0611537313909124e-06 -2.6017255365957579e-05
leaf_weight=49 46 63 69 54 57 72 264 410 2348 294
leaf_count=49 46 63 69 54 57 72 264 410 2348 294
internal_value=0 -1.79454e-06 -1.1478e-05 -2.75837e-06 0.000352683 0.000568696 -2.22161e-05 -1.17273e-05 -4.93574e-05 0.000172798
internal_weight=0 3680 3617 3568 183 126 3385 3316 2758 558
internal_count=3726 3680 3617 3568 183 126 3385 3316 2758 558
is_linear=0
shrinkage=0.0995203


Tree=7094
num_leaves=13
num_cat=0
split_feature=25 4 6 4 1 1 4 17 17 3 17 17
split_gain=0.0021131 0.00178876 0.00400794 0.00387649 0.00294964 0.00243023 0.00223191 0.00249288 0.0197584 0.00252998 0.00236168 0.0020455
threshold=0.096120000000000025 0.13279000000000005 0.21988000000000005 0.13707500000000003 0.51334500000000016 0.41379000000000005 0.11995000000000003 0.057560000000000014 0.066010000000000027 0.14940500000000004 0.0065250000000000013 0.51734000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 5 -5 7 9 -9 10 -1 -10
right_child=-2 3 -4 4 -6 -7 -8 8 11 -11 -12 -13
leaf_value=2.3130055456020771e-05 0.00056149761286696496 0.00099758467529584304 -0.00091324203131308665 0.0001531505841219447 0.00058348066741089949 -0.00080391267696766579 -0.00051858421080489903 -0.0018870051934512509 5.6588556765660669e-05 -0.0006784715858605602 0.000400829189127971 -0.00041309801309459738
leaf_weight=2337 63 53 51 53 58 50 88 61 578 48 177 109
leaf_count=2337 63 53 51 53 58 50 88 61 578 48 177 109
internal_value=0 -1.95874e-05 -3.71184e-05 0.00025913 1.09517e-05 -0.000303496 -2.37279e-05 -1.03242e-05 -0.000170357 3.60793e-05 5.00479e-05 -1.67407e-05
internal_weight=0 3663 3449 214 161 103 3398 3310 748 2562 2514 687
internal_count=3726 3663 3449 214 161 103 3398 3310 748 2562 2514 687
is_linear=0
shrinkage=0.0995203


Tree=7095
num_leaves=24
num_cat=0
split_feature=3 18 18 4 21 4 1 6 6 3 17 17 27 3 9 17 17 17 9 1 6 8 8
split_gain=0.00193019 0.00693717 0.0156818 0.00206471 0.00512629 0.00347985 0.00374578 0.00205788 0.0024506 0.00184217 0.00318176 0.00170109 0.00157228 0.00204483 0.0028974 0.00327036 0.00169933 0.00108274 0.00265415 0.00220442 0.000902968 0.000854207 0.000263698
threshold=0.086895000000000014 0.088735000000000022 0.094870000000000024 0.11860000000000002 0.14680000000000004 0.11284500000000003 0.41291000000000005 -0.45687499999999998 -0.0040799999999999994 0.087445000000000023 -0.012754999999999999 0.51734000000000024 0.089485000000000023 0.084795000000000023 0.083715000000000026 -0.096019999999999994 -0.015464999999999998 -0.14384499999999997 0.085765000000000022 -0.090374999999999997 -0.09007999999999998 -0.080364999999999992 -0.087770000000000001
decision_type=2 2 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 5 6 9 -5 20 10 -2 -11 13 17 -15 -16 -17 -1 19 -19 21 -9 -4
right_child=3 2 22 7 -6 -7 -8 8 -10 11 -12 -13 -14 14 15 16 -18 18 -20 -21 -22 -23 -24
leaf_value=0.00048020172561030256 0.00099938593226999448 -0.0022839453204335511 -0.00020475387823794909 0.00084366680038895159 -0.00092733303731366379 -0.00061749939131857225 0.00090225087904331194 -0.00017741124958718272 0.00066382041697289585 3.1233195851584107e-05 -0.00012212238318182956 -0.00038269268111833449 -0.00053865200277137626 -0.00079802055665192722 0.00071452011761775512 -0.00060202291357310119 7.6041769453296895e-06 -0.00053264269290431709 0.00077683768945572738 0.00010415680720168425 -0.00043961657613973579 0.00040850158569249518 0.00012697238781018353
leaf_weight=81 51 46 46 55 57 80 50 51 64 2117 47 103 54 61 47 70 121 67 47 272 46 46 47
leaf_count=81 51 46 46 55 57 80 50 51 64 2117 47 103 54 61 47 70 121 67 47 272 46 46 47
internal_value=0 -0.000130394 -0.000780666 3.33846e-05 5.24935e-06 2.72983e-05 4.94277e-05 0.000299263 0.00015066 3.06789e-05 0.000453167 1.16598e-05 -1.9167e-05 1.63859e-05 -0.000185618 -2.52176e-05 -0.000211533 0.000147473 7.5531e-05 -1.92856e-05 -7.32816e-05 9.20049e-05 -2.83049e-05
internal_weight=0 959 139 2767 2505 2448 2368 262 207 2318 98 2220 820 766 299 238 191 467 386 339 143 97 93
internal_count=3726 959 139 2767 2505 2448 2368 262 207 2318 98 2220 820 766 299 238 191 467 386 339 143 97 93
is_linear=0
shrinkage=0.0995203


Tree=7096
num_leaves=11
num_cat=0
split_feature=27 6 28 7 17 1 9 9 6 5
split_gain=0.0263482 0.0234304 0.00961332 0.00738591 0.00193473 0.00592245 0.00238845 0.00813052 0.00271629 0.00109852
threshold=0.11470500000000003 0.23663500000000004 0.083225000000000021 0.097640000000000018 0.51326500000000019 -0.050379999999999994 0.08938500000000002 0.088510000000000019 0.10877500000000002 -0.094469999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 -8 -7
right_child=-2 -3 -4 -5 5 9 8 -9 -10 -11
leaf_value=3.2193031427304122e-06 0.0019958240329127136 -0.0022332497114324746 0.0014171768842111011 -0.0011815345170128545 -0.0012462611247173487 -0.00026414407109589394 7.0378639854988624e-05 -0.0008028704731504121 0.00051460810519332806 0.00039333993973689153
leaf_weight=1996 65 47 47 53 49 46 1099 132 157 54
leaf_count=1996 65 47 47 53 49 46 1099 132 157 54
internal_value=0 -2.54209e-05 2.9164e-06 -1.53914e-05 1.87073e-06 -0.00034884 1.75547e-05 -4.63978e-05 0.000126559 8.27111e-05
internal_weight=0 3680 3633 3586 3533 149 3384 2128 1256 100
internal_count=3745 3680 3633 3586 3533 149 3384 2128 1256 100
is_linear=0
shrinkage=0.0995203


Tree=7097
num_leaves=12
num_cat=0
split_feature=27 20 28 24 26 1 1 9 26 5 26
split_gain=0.0213644 0.0178092 0.00780475 0.00748894 0.00158364 0.00342445 0.0081099 0.00557201 0.00326762 0.00885205 0.00247912
threshold=0.11470500000000003 -0.41270499999999993 0.083225000000000021 -0.070455000000000004 0.099855000000000013 -0.083284999999999984 -0.078509999999999983 0.09143500000000003 0.090715000000000032 -0.084089999999999984 0.09032500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 7 -7 -6 10 -10 -5
right_child=-2 2 -4 4 5 6 -8 -9 9 -11 -12
leaf_value=-0.0019477210384569602 0.0017971992740532967 -0.0012626712320896443 0.0012761391990064278 4.4296684208540603e-06 0.00041126714552752654 0.0012529803014146147 9.0073296833468832e-05 -0.00099477744238820969 -0.0011985816137166777 -6.8375271607200457e-05 0.00068654345646286259
leaf_weight=47 65 47 47 2460 52 72 351 59 83 408 54
leaf_count=47 65 47 47 2460 52 72 351 59 83 408 54
internal_value=0 -2.28689e-05 1.80757e-06 -1.46662e-05 1.67672e-06 0.000159818 0.00028995 -0.000328715 -2.61532e-05 -0.000261096 1.94069e-05
internal_weight=0 3680 3633 3586 3539 534 423 111 3005 491 2514
internal_count=3745 3680 3633 3586 3539 534 423 111 3005 491 2514
is_linear=0
shrinkage=0.0995203


Tree=7098
num_leaves=11
num_cat=0
split_feature=22 6 7 28 27 2 8 0 1 1
split_gain=0.0259656 0.0155096 0.00641399 0.00364264 0.00679022 0.0181169 0.00196305 0.00451017 0.00179842 0.00137947
threshold=0.13292500000000004 0.23663500000000004 0.10303000000000002 0.087260000000000018 0.089725000000000013 -0.037414999999999997 -0.085605000000000001 -0.086589999999999986 0.49737500000000007 -0.092954999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 -7 -8
right_child=-2 -3 -4 -5 5 8 9 -9 -10 -11
leaf_value=5.3240960442538982e-05 0.0023577296959317998 -0.0017279646202192816 -0.0011520229224437429 -0.00073146894821137756 0.0018159751894090649 0.0001613665132822042 -0.00011309768407743744 -0.00036406885631769199 -0.0006212608005320585 8.72856587407554e-05
leaf_weight=638 46 52 47 63 75 69 413 426 49 1867
leaf_count=638 46 52 47 63 75 69 413 426 49 1867
internal_value=0 -2.13254e-05 2.78396e-06 1.8088e-05 3.16704e-05 0.000605651 -1.21232e-06 -0.00011307 -0.000156685 5.06291e-05
internal_weight=0 3699 3647 3600 3537 193 3344 1064 118 2280
internal_count=3745 3699 3647 3600 3537 193 3344 1064 118 2280
is_linear=0
shrinkage=0.0995203


Tree=7099
num_leaves=12
num_cat=0
split_feature=22 20 29 3 17 28 9 17 0 4 0
split_gain=0.0210551 0.0129147 0.00626395 0.00352958 0.0150308 0.0023686 0.00218484 0.0024449 0.00225483 0.00154943 0.00149598
threshold=0.13292500000000004 -0.41270499999999993 0.12737000000000004 0.07728500000000002 -0.088525000000000006 0.084260000000000015 0.11351500000000002 0.033280000000000011 -0.20796499999999998 0.11541000000000003 -0.021574999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 8 -8 -5 -6 -11
right_child=-2 2 -4 5 9 -7 7 -9 -10 10 -12
leaf_value=-0.0016584297393534083 0.0021230880652680579 0.0019606533841537454 -0.0011395967724862639 0.00033913778933361316 -0.00036078020110771598 -0.00065026374440280968 0.0001117194836669246 0.00090797643359255044 -3.8644269577488456e-05 -0.00011368201594085247 0.00065172526566377128
leaf_weight=47 46 48 47 165 77 56 156 52 2952 53 46
leaf_count=47 46 48 47 165 77 56 156 52 2952 53 46
internal_value=0 -1.92251e-05 1.64677e-06 1.67528e-05 0.000399406 -8.35688e-06 2.20799e-06 0.00031472 -1.83835e-05 -2.17378e-05 0.000233693
internal_weight=0 3699 3652 3605 224 3381 3325 208 3117 176 99
internal_count=3745 3699 3652 3605 224 3381 3325 208 3117 176 99
is_linear=0
shrinkage=0.0995203


Tree=7100
num_leaves=9
num_cat=0
split_feature=18 20 21 28 2 20 20 9
split_gain=0.0132202 0.00443757 0.00319183 0.00265629 0.00143854 0.00132127 0.00518484 0.00159491
threshold=0.31690500000000005 -0.24910499999999999 0.16638500000000003 0.083225000000000021 -0.241895 -0.0078249999999999986 -0.011044999999999999 0.11351500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -7
right_child=-2 2 -4 -5 5 7 -8 -9
leaf_value=0.00074481166709104533 -0.0017053626968758075 0.00050005617674165465 -0.0008214933344607929 -0.00062382511845282193 2.2220510437272061e-05 -3.4252216515874318e-05 0.00089807554279944203 -0.00039744954797289316
leaf_weight=76 46 56 49 69 1219 2040 71 128
leaf_count=76 46 56 49 69 1219 2040 71 128
internal_value=0 -7.48855e-06 -2.34559e-05 -1.23137e-05 -7.32648e-08 -8.40927e-06 7.10611e-05 -5.60732e-05
internal_weight=0 3708 3632 3583 3514 3458 1290 2168
internal_count=3754 3708 3632 3583 3514 3458 1290 2168
is_linear=0
shrinkage=0.0995203


Tree=7101
num_leaves=11
num_cat=0
split_feature=18 20 21 17 9 9 8 9 18 10
split_gain=0.0107197 0.00359837 0.00258796 0.00192321 0.00319849 0.0029983 0.00156233 0.00213642 0.00146728 0.0013461
threshold=0.31690500000000005 -0.24910499999999999 0.16638500000000003 -0.53166999999999998 0.09550500000000002 0.083995000000000028 -0.51030999999999993 -0.46256000000000003 -0.086894999999999986 0.093790000000000026
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -8 -7 -9
right_child=-2 2 -4 6 -6 8 7 9 -10 -11
leaf_value=0.00067068783038248348 -0.0015356447593074544 -9.1865061398652495e-05 -0.00073973817695982319 0.00040520772085810263 -0.00026871489765122351 0.00039459635636143292 -0.00071621833907274332 -2.3346047939918314e-05 0.0011370596073802513 -0.00052544006943198627
leaf_weight=76 46 55 49 79 77 55 46 3157 60 54
leaf_count=76 46 55 49 79 77 55 46 3157 60 54
internal_value=0 -6.72131e-06 -2.11216e-05 -1.10655e-05 0.000256535 0.000499258 -3.11243e-05 -4.1959e-05 0.000789087 -3.20448e-05
internal_weight=0 3708 3632 3583 247 170 3336 3257 115 3211
internal_count=3754 3708 3632 3583 247 170 3336 3257 115 3211
is_linear=0
shrinkage=0.0995203


Tree=7102
num_leaves=10
num_cat=0
split_feature=1 6 27 6 1 26 28 2 6
split_gain=0.0149181 0.00310833 0.00284455 0.00178095 0.00348808 0.00404856 0.00152188 0.00136784 0.00106465
threshold=-0.55579999999999996 0.18123500000000006 0.11129500000000002 0.11481500000000001 -0.050379999999999994 0.099260000000000029 0.080855000000000024 -0.241895 -0.52821499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 -5 7 -2 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10
leaf_value=-0.0017482786142510092 0.00053024952481541747 0.00057410213243113068 -0.00062134844686705288 -0.0010302855101705182 0.00031394016792447014 0.00012687978458880955 -0.00051372124096906108 -0.00041437931888722526 2.2826552645606298e-05
leaf_weight=49 52 91 75 80 60 46 53 56 3192
leaf_count=49 52 91 75 80 60 46 53 56 3192
internal_value=0 -1.26243e-07 -1.48118e-05 -1.72645e-06 -0.000301681 -0.000601331 1.46687e-05 2.34031e-05 1.50365e-05
internal_weight=0 3705 3614 3539 186 126 3353 3300 3248
internal_count=3754 3705 3614 3539 186 126 3353 3300 3248
is_linear=0
shrinkage=0.0995203


Tree=7103
num_leaves=9
num_cat=0
split_feature=18 20 21 28 5 4 26 4
split_gain=0.00824513 0.00243196 0.00222708 0.00168443 0.00155731 0.00164456 0.00119797 0.00281959
threshold=0.31690500000000005 -0.24910499999999999 0.16638500000000003 0.083225000000000021 0.5252300000000002 0.10343500000000001 -0.23202999999999999 0.15221500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 -3 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=0.00055267862484191771 -0.0013450941007639356 -0.0003807149759404613 -0.00068262891838687101 -0.00049374327155859196 0.00065699536710090236 -8.6005683666021094e-05 -1.1514874830893134e-05 0.00074153402139833955
leaf_weight=76 46 84 49 69 72 47 3261 50
leaf_count=76 46 84 49 69 72 47 3261 50
internal_value=0 -4.18665e-06 -1.60645e-05 -6.72031e-06 2.6098e-06 0.000356662 -9.55916e-06 0
internal_weight=0 3708 3632 3583 3514 119 3395 3311
internal_count=3754 3708 3632 3583 3514 119 3395 3311
is_linear=0
shrinkage=0.0995203


Tree=7104
num_leaves=33
num_cat=0
split_feature=0 17 17 5 5 0 18 0 3 26 3 17 2 17 8 21 3 3 18 1 0 5 0 5 3 1 8 0 8 21 2 5
split_gain=0.00312503 0.00341456 0.00463348 0.00299168 0.0042532 0.002334 0.0024209 0.00207175 0.00549156 0.00245255 0.0125703 0.00355758 0.00620869 0.00543368 0.00328068 0.00178498 0.00177848 0.0023301 0.00265497 0.0043777 0.0017024 0.00384852 0.00372301 0.00193711 0.00167055 0.00149715 0.00262742 0.00187146 0.00149315 0.00160637 0.00273888 0.00219395
threshold=-0.087394999999999987 -0.14169499999999999 -0.10811499999999999 0.40898000000000007 0.26411500000000004 -0.088694999999999982 -0.010395 -0.085794999999999996 0.084855000000000028 0.10924500000000002 0.091715000000000033 0.11180000000000002 -0.086254999999999984 0.07134500000000002 -0.068549999999999986 0.088120000000000018 0.10457000000000002 0.10920500000000002 -0.13579499999999997 0.066150000000000028 -0.081604999999999997 0.063170000000000018 -0.040384999999999997 0.063170000000000018 0.087385000000000032 0.41379000000000005 -0.41646 -0.142265 0.068430000000000019 -0.076335 -0.0043799999999999993 -0.072874999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 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 4 20 25 -7 8 -4 11 -11 13 -13 -9 -12 -6 -5 -18 19 -19 23 -22 -23 -2 -10 26 -1 -27 29 31 -31 -28
right_child=1 2 7 16 15 6 -8 9 24 10 14 12 -14 -15 -16 -17 17 18 -20 -21 21 22 -24 -25 -26 27 28 -29 -30 30 -32 -33
leaf_value=0.00061139547448691171 6.9857667110189305e-06 0.00092873010693508384 0.0012296497663996648 0.00066269214933133353 -0.00040282114725900711 -0.00088618863774967587 -1.7214704278780282e-05 -4.4390129984699958e-06 -0.00040758124081969065 0.0016829505710664408 0.00063750786414984895 0.001292529994734672 0.00011938341728043479 -0.0010456881093816412 -0.00021624847629920856 -0.0013087529165509172 -0.00058269708550245719 -0.0004030177285068984 0.00081930657159023305 0.00072765982001399363 -0.00047876352157746259 0.00083541761338352559 -0.0002586117847671161 -0.00087959125255272102 0.00041825623114946246 -0.00063319613207455262 0.00058529895411062302 5.1028806226230091e-05 0.00042088791372033756 -2.1229923111001399e-05 -0.00044009767804566283 -0.00025326169440561224
leaf_weight=64 46 77 60 54 47 71 61 809 47 57 62 54 272 53 158 46 49 101 49 51 77 79 49 48 50 90 77 67 63 604 210 50
leaf_count=64 46 77 60 54 47 71 61 809 47 57 62 54 272 53 158 46 49 101 49 51 77 79 49 48 50 90 77 67 63 604 210 50
internal_value=0 9.63685e-05 0.000172588 -8.85153e-05 -0.000270945 -9.25203e-05 -0.000490819 0.000136188 0.000481118 9.8664e-05 0.000365655 3.57219e-05 0.00031622 -6.94099e-05 2.06346e-05 -0.000859719 0.00014403 2.87245e-05 0.00018185 -1.82598e-05 -8.50764e-05 7.23121e-05 0.000410214 -0.000437026 9.66873e-06 -4.89333e-05 -5.96866e-06 -0.000335988 -4.61379e-05 -7.82753e-05 -0.000130297 0.000248711
internal_weight=0 2395 1699 696 392 1357 132 1622 157 1465 277 1188 326 862 220 93 304 250 201 152 299 205 128 94 97 1225 1068 157 1004 941 814 127
internal_count=3752 2395 1699 696 392 1357 132 1622 157 1465 277 1188 326 862 220 93 304 250 201 152 299 205 128 94 97 1225 1068 157 1004 941 814 127
is_linear=0
shrinkage=0.0995203


Tree=7105
num_leaves=30
num_cat=0
split_feature=4 6 18 2 9 26 6 9 8 8 2 5 2 6 18 2 9 26 18 6 26 9 6 9 3 2 2 17 9
split_gain=0.00275737 0.0026989 0.00272694 0.00378807 0.00251301 0.00320777 0.00224953 0.0149016 0.00421031 0.00609403 0.00437472 0.00371029 0.00618087 0.00227195 0.00280018 0.00293313 0.00577902 0.00209021 0.00200977 0.0025814 0.00183844 0.00162828 0.00150664 0.00307467 0.0041437 0.00124301 0.00224649 0.00231913 0.00095478
threshold=0.15221500000000004 0.085570000000000021 -0.12363 0.08814000000000001 0.11408000000000003 -0.0083299999999999989 0.092120000000000021 0.091690000000000021 -0.082244999999999999 -0.083944999999999992 -0.086934999999999998 -0.013125 -0.085944999999999994 0.11642500000000001 -0.080814999999999984 -0.072419999999999998 0.097510000000000027 0.11444500000000003 0.089365000000000014 -0.089745000000000005 -0.01278 -0.063329999999999984 0.10681500000000003 0.097365000000000021 0.094285000000000022 -0.065999999999999989 -0.075899999999999995 -0.47196999999999995 0.091485000000000025
decision_type=2 2 2 2 2 2 2 2 2 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 25 17 -6 7 8 9 10 -3 -10 -13 22 -15 -16 -17 18 20 -20 -4 -19 23 24 -8 26 27 -1 -24
right_child=-2 6 4 -5 5 -7 13 -9 11 -11 -12 12 -14 14 15 16 -18 21 19 -21 -22 -23 28 -25 -26 -27 -28 -29 -30
leaf_value=0.00049485354026404939 0.00068894096931745115 0.0010014834161365923 4.9707001478151887e-05 0.0010403099273602829 -0.00022000359554976006 0.00085685525369228084 2.1191721851685113e-05 0.0018687068650202086 -0.0010425048658911659 0.0013436126632723258 -2.4123142357705606e-05 -0.00078361655486326157 0.00064000966258606661 0.00091164071573713755 0.0005617853296568607 -0.00092016110046505258 0.00045098952077507682 -7.894197274708472e-05 0.00047565191660346387 -7.8723615185723528e-05 -0.00020095857996056633 -0.00085155646809404492 -0.00078563254377008568 0.00059959905618553618 -0.0009392454147838839 -0.00034100336477710884 0.00077825056987736814 -0.00028066699304130202 -0.00015486581870917669
leaf_weight=61 61 49 381 48 48 61 225 53 47 49 250 55 67 51 77 60 61 50 131 223 1150 66 48 64 55 55 49 102 55
leaf_count=61 61 49 381 48 48 61 225 53 47 49 250 55 67 51 77 60 61 50 131 223 1150 66 48 64 55 55 49 102 55
internal_value=0 1.38265e-05 -4.74139e-05 0.000224991 -8.84689e-05 0.000375132 0.000131778 0.000278429 0.000113819 0.000312871 0.000141215 -0.000291219 0 1.04998e-05 0.000252492 7.85766e-05 -0.000222154 -0.000114132 -8.83768e-05 0.000124114 -0.000138044 -0.00052559 -0.00012247 -1.99965e-05 -0.000164542 7.53503e-05 0.000187228 4.5363e-06 -0.000456763
internal_weight=0 3691 2425 315 2110 109 1266 570 517 348 299 169 122 696 249 198 121 2001 1885 354 1531 116 447 344 280 267 212 163 103
internal_count=3752 3691 2425 315 2110 109 1266 570 517 348 299 169 122 696 249 198 121 2001 1885 354 1531 116 447 344 280 267 212 163 103
is_linear=0
shrinkage=0.0995203


Tree=7106
num_leaves=24
num_cat=0
split_feature=0 11 11 2 2 3 18 26 3 5 0 18 6 3 22 17 17 26 26 18 27 3 2
split_gain=0.00217089 0.00302253 0.00289448 0.00210918 0.00757735 0.0024523 0.0108203 0.00350078 0.00647086 0.00324591 0.00187638 0.00201886 0.00151454 0.0019646 0.00150766 0.00143766 0.00331678 0.00165305 0.00253389 0.00188834 0.00147148 0.00138766 0.00124051
threshold=-0.087394999999999987 -0.37506 -0.08577499999999999 0.096520000000000022 0.12875500000000004 0.083955000000000016 -0.010395 0.095245000000000024 0.090595000000000023 -0.02504 -0.088694999999999982 -0.010395 -0.36821999999999994 0.11721500000000003 0.11383500000000003 -0.065004999999999993 -0.072659999999999988 0.08709500000000002 0.093535000000000021 0.10189500000000003 1.0000000180025095e-35 0.12212000000000002 -0.055654999999999996
decision_type=2 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 5 -5 6 -4 9 -9 -7 12 -12 13 -1 15 16 20 19 -19 -17 -14 -6 -8
right_child=1 2 3 4 21 7 22 8 -10 -11 11 -13 14 -15 -16 17 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.00080282715128173062 0.00086283189588407514 -0.00060055858323077027 0.0016549044878064164 0.0012168083302032875 -0.00051504939197053292 0.00019080249392445842 -0.00049607302020844926 0.001154608169782834 0.00010871863767199566 -0.00015022974245964456 -0.00079569946109744557 -1.3697125057842199e-06 0.00010774788466680791 5.96641156909689e-05 -0.00049475932311528604 0.00027398438039786675 -0.0009326747569196566 -0.00049665420684080015 0.00019398482456951623 -0.00027370424710917101 -0.00040554735072720663 0.00021183625746705036 0.00020915558018253118
leaf_weight=56 48 63 49 70 48 376 51 67 490 1032 71 61 217 46 59 447 46 100 109 71 74 55 46
leaf_count=56 48 63 49 70 48 376 51 67 490 1032 71 61 217 46 59 447 46 100 109 71 74 55 46
internal_value=0 7.97032e-05 6.33382e-05 8.2009e-05 0.000416793 5.41851e-05 0.000448026 2.4506e-05 0.000235996 -5.85772e-05 -7.77112e-05 -0.000434825 -3.85622e-05 -0.000405835 -4.47447e-06 2.1943e-05 -0.00014698 0.000101373 -0.000132548 0.000197335 -1.99677e-05 -0.000118959 -0.000153195
internal_weight=0 2395 2347 2284 173 2111 146 1965 557 1408 1357 132 1225 102 1123 1064 337 727 209 518 291 103 97
internal_count=3752 2395 2347 2284 173 2111 146 1965 557 1408 1357 132 1225 102 1123 1064 337 727 209 518 291 103 97
is_linear=0
shrinkage=0.0995203


Tree=7107
num_leaves=14
num_cat=0
split_feature=24 30 22 2 2 0 5 26 19 26 0 5 0
split_gain=0.00214589 0.00190832 0.0018022 0.00141352 0.00415371 0.00252795 0.00321368 0.00184344 0.00327153 0.00223375 0.00135939 0.00328786 0.0016261
threshold=0.10415500000000003 0.11955500000000002 0.12953000000000006 0.097745000000000012 0.10674000000000002 -0.16423499999999999 -0.09583499999999999 0.095245000000000024 0.0069650000000000016 0.093835000000000016 -0.14574499999999999 -0.50393499999999991 -0.12236
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 9 -9 -7 11 -6 -12
right_child=-2 -3 -4 4 10 7 -8 8 -10 -11 12 -13 -14
leaf_value=-0.00096431528426062826 -0.00064720525721633198 0.00060602179360939889 -0.00057271440518143104 0.0010375934583848774 -0.00012543911827679827 5.424835743440126e-07 8.5567139210615978e-05 0.00025681345489805048 -0.00035871781128937882 -0.00053072845608116259 -0.00051925161310615773 0.00099257325351739573 9.4038613987989272e-05
leaf_weight=59 47 56 50 52 56 2335 54 591 99 81 57 47 168
leaf_count=59 47 56 50 52 56 2335 54 591 99 81 57 47 168
internal_value=0 2.89747e-05 1.98946e-05 2.8355e-05 0.000209954 6.66316e-06 -0.000455357 2.37356e-05 0.000167312 -1.69303e-05 7.62466e-05 0.000376774 -5.769e-05
internal_weight=0 3705 3649 3599 380 3219 113 3106 690 2416 328 103 225
internal_count=3752 3705 3649 3599 380 3219 113 3106 690 2416 328 103 225
is_linear=0
shrinkage=0.0995203


Tree=7108
num_leaves=26
num_cat=0
split_feature=6 26 28 6 26 18 26 6 8 9 9 21 20 18 6 6 0 4 20 8 1 1 6 6 3
split_gain=0.03609 0.00591226 0.00907024 0.00653536 0.0150598 0.0192235 0.00619912 0.0193956 0.00244443 0.00288656 0.00279297 0.00755467 0.00616659 0.00263173 0.0057732 0.00244993 0.00163844 0.00355735 0.00161627 0.00233634 0.00149249 0.00260407 0.0014745 0.00310343 0.00236048
threshold=0.23663500000000004 0.090625000000000025 0.079615000000000019 0.091495000000000007 0.087170000000000011 -0.071844999999999992 0.091570000000000026 0.087075000000000027 -0.062834999999999988 0.092605000000000021 0.11351500000000002 0.086835000000000009 -0.048779999999999997 -0.080814999999999984 0.11816500000000002 0.099330000000000016 0.12387500000000003 0.10300500000000003 -0.076005000000000003 -0.075129999999999988 -0.047889999999999995 -0.098224999999999993 -0.040424999999999996 -0.049005 0.089655000000000026
decision_type=2 2 2 2 2 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 20 -6 7 -3 13 -10 11 -11 -12 18 15 -15 22 -18 -8 -20 21 -5 23 -1 -24
right_child=-2 6 -4 4 5 -7 8 -9 9 10 12 -13 -14 14 -16 -17 17 -19 19 -21 -22 -23 24 -25 -26
leaf_value=6.1516710254268402e-05 0.0027783656062980583 0.00039937951599300917 0.0014991939352723227 0.00026685125917888291 0.0030200329787616756 0.00018232525381632522 -7.6707608474125722e-05 -0.0024077412159904808 -0.00089880317621804991 0.00097572721092043738 0.00021363088424896693 -0.00068989258748412385 -0.0013311866789740938 -9.8364759045110818e-05 -0.0011462672423197932 0.00045940724002685327 -0.00010572177862662883 0.001073215033759853 0.00016174880730062953 0.0011312545772719112 0.00043989904324924755 -0.0006827160607456689 2.4175137509229695e-05 0.00089864768544064806 -0.00030157959770258817
leaf_weight=1060 48 51 46 54 46 50 50 46 69 58 52 50 49 415 47 96 54 46 58 46 48 59 787 46 304
leaf_count=1060 48 51 46 54 46 50 50 46 69 58 52 50 49 415 47 96 54 46 58 46 48 59 787 46 304
internal_value=0 3.13627e-05 0.000113034 8.77476e-05 0.000563891 0.00155059 -0.000163235 -0.000923393 -8.79276e-05 -0.000338271 -0.000149298 0.000197027 -0.00052773 8.66898e-06 -9.06682e-05 4.82018e-06 3.41179e-05 0.000428403 0.000373921 0.00059844 -1.93657e-05 -0.000221696 1.57987e-05 9.70743e-05 -6.58439e-05
internal_weight=0 3687 2600 2554 257 96 1087 97 990 278 209 108 101 712 558 511 2297 100 154 104 161 113 2197 1106 1091
internal_count=3735 3687 2600 2554 257 96 1087 97 990 278 209 108 101 712 558 511 2297 100 154 104 161 113 2197 1106 1091
is_linear=0
shrinkage=0.0995203


Tree=7109
num_leaves=22
num_cat=0
split_feature=6 18 8 6 18 26 26 18 9 18 18 18 6 9 18 2 2 5 26 26 26
split_gain=0.029261 0.00519949 0.0127189 0.008585 0.0115823 0.00363972 0.00648296 0.00348619 0.00736902 0.00269868 0.00359326 0.00252212 0.00410382 0.00299192 0.00256006 0.00139704 0.00325084 0.00176364 0.00100312 0.00171497 0.00308611
threshold=0.23663500000000004 -0.081614999999999993 -0.1205 0.092705000000000023 -0.092084999999999986 0.091485000000000025 0.092300000000000021 -0.037059999999999989 0.08938500000000002 -0.019539999999999998 -0.026374999999999999 0.11769500000000002 0.11816500000000002 0.09697500000000002 -0.060544999999999995 0.14153500000000005 0.11995000000000003 -0.45822499999999994 0.097125000000000031 0.09167500000000002 0.089365000000000014
decision_type=2 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 -5 7 -7 8 -3 10 -9 12 14 -13 -8 16 -11 -17 19 20 -4
right_child=-2 5 3 4 -6 6 11 9 -10 15 -12 13 -14 -15 -16 17 -18 -19 -20 -21 -22
leaf_value=0.00180589579976516 0.0025018623141835204 -6.7520615625656021e-05 6.1039486516607433e-05 3.8232882521595864e-05 0.0019399298875092269 -0.0013074217380907747 0.00038810252175410393 9.6334566411398296e-05 0.0013832858467196661 2.0893531449070764e-05 -0.0010720809024159699 0.00063536537297693291 -0.0011483442177246173 -0.00019880406632564047 -0.00024925599586094241 0.00080068998371890759 -0.00080336616575567494 8.3352839787481916e-05 -0.00035940410551966892 0.00050476856194813251 -0.00078371414646358152
leaf_weight=48 48 86 621 72 58 51 71 49 57 1429 53 80 46 89 474 49 49 121 63 75 46
leaf_count=48 48 86 621 72 58 51 71 49 57 1429 53 80 46 89 474 49 49 121 63 75 46
internal_value=0 2.83299e-05 0.000224475 0.000142414 0.00089298 -4.26731e-05 -0.000219208 3.25255e-05 0.000505048 -5.61865e-06 -0.000502758 -0.000145106 -0.000242667 0.000191225 -0.000164722 2.46542e-05 -5.87923e-06 0.00029493 2.01878e-05 5.35206e-05 1.55324e-06
internal_weight=0 3687 983 935 130 2704 811 1893 143 1750 102 760 591 169 545 1648 1478 170 805 742 667
internal_count=3735 3687 983 935 130 2704 811 1893 143 1750 102 760 591 169 545 1648 1478 170 805 742 667
is_linear=0
shrinkage=0.0995203


Tree=7110
num_leaves=20
num_cat=0
split_feature=6 26 28 26 6 6 26 18 10 26 3 3 3 0 10 9 1 1 3
split_gain=0.0237248 0.00422991 0.00728273 0.00498751 0.0161986 0.00469205 0.0118062 0.0143764 0.00337405 0.00221745 0.00172194 0.00746728 0.00328125 0.00273229 0.00151528 0.00140711 0.00135645 0.00231654 0.00132232
threshold=0.23663500000000004 0.090625000000000025 0.079615000000000019 0.091570000000000026 0.087075000000000027 0.091495000000000007 0.087170000000000011 -0.071844999999999992 0.09056500000000002 0.09271500000000002 0.090995000000000006 0.089535000000000017 0.092900000000000024 -0.083039999999999989 0.086165000000000019 -0.20504500000000001 -0.047889999999999995 -0.098224999999999993 0.095490000000000019
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 8 16 -8 14 -5 11 13 -12 -11 15 -1 17 -7 -14
right_child=-2 3 -4 9 -6 6 7 -9 -10 10 12 -13 18 -15 -16 -17 -18 -19 -20
leaf_value=0.00052659592767072825 0.0022528763328647232 0.00038696303721626305 0.0013367717151369291 0.00041565096918000279 -0.0021777328558832015 0.00022639385380453353 0.0026201964850099432 0.00016356039657417095 0.00078273067161519958 0.00029876608252635538 0.00065302848055419284 -0.0013887513620884104 -0.00042490042577334825 -0.00059504040520038986 -0.00052351679353784602 6.8828475208418923e-06 0.00039647015477740265 -0.00066803084433445621 -4.3333081924581803e-05
leaf_weight=53 48 51 46 84 46 54 46 50 57 97 61 53 110 52 52 2135 48 59 533
leaf_count=53 48 51 46 84 46 54 46 50 57 97 61 53 110 52 52 2135 48 59 533
internal_value=0 2.55547e-05 9.46658e-05 -0.000139 -0.000820846 7.19738e-05 0.000475434 0.00134923 2.64762e-05 -7.13655e-05 -0.000117423 -0.000374088 -4.26148e-05 -7.67234e-06 6.86678e-06 1.9846e-05 -4.05014e-05 -0.000233362 -0.000109882
internal_weight=0 3687 2600 1087 97 2554 257 96 2297 990 906 202 704 149 2240 2188 161 113 643
internal_count=3735 3687 2600 1087 97 2554 257 96 2297 990 906 202 704 149 2240 2188 161 113 643
is_linear=0
shrinkage=0.0995203


Tree=7111
num_leaves=21
num_cat=0
split_feature=20 18 27 18 3 20 2 28 0 0 0 0 18 0 2 0 18 18 3 2
split_gain=0.0201882 0.0040024 0.0117069 0.00374488 0.00910384 0.010956 0.00340135 0.00207612 0.00260277 0.00256878 0.0136602 0.00263776 0.00165921 0.00147404 0.00163616 0.00138387 0.00133418 0.00195491 0.00299989 0.00230047
threshold=-0.40431 -0.081614999999999993 0.078330000000000025 -0.089024999999999993 0.088475000000000012 -0.0039399999999999991 -0.086304999999999993 0.087260000000000018 0.12387500000000003 -0.083589999999999984 -0.082885 -0.082224999999999993 0.027500000000000007 -0.084665000000000004 -0.082954999999999987 -0.085794999999999996 -0.090899999999999995 -0.094389999999999988 0.08895500000000002 0.097285000000000024
decision_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 16 6 -6 -5 8 9 13 -11 -12 -10 15 -15 -3 17 19 -19 -2
right_child=1 7 -4 4 5 -7 -8 -9 12 10 11 -13 -14 14 -16 -17 -18 18 -20 -21
leaf_value=0.0019777588681433519 4.3813512745793912e-05 3.9647561691735951e-05 0.0017273336186332227 0.000469226098165723 0.00014076427089012084 0.0022644696440923947 -0.00058280696761144253 -0.00067079916040502859 0.00082630131531508631 -0.0016787063393142801 0.00052002913048821971 -0.00012374194497536767 2.0074032510141959e-05 3.5597489208701751e-05 0.00084296973159443764 -0.00033171171250328087 -0.00043252993276869894 -9.0929998740233741e-06 0.0010099956629520167 -0.00058705112010237791
leaf_weight=53 471 1229 47 56 50 48 66 51 56 56 67 980 50 59 46 108 63 65 49 65
leaf_count=53 471 1229 47 56 50 48 66 51 56 56 67 980 50 59 46 108 63 65 49 65
internal_value=0 2.11092e-05 0.000193546 0.000115403 0.000474377 0.0011893 -9.31965e-05 -4.11296e-05 -2.87072e-05 -4.91225e-05 -0.000163584 -8.17636e-05 0.000453728 3.78623e-05 0.0003971 9.03766e-06 3.49221e-06 4.70123e-05 0.000421756 -3.11634e-05
internal_weight=0 3682 980 933 220 98 122 2702 2651 2545 1103 1047 106 1442 105 1337 713 650 114 536
internal_count=3735 3682 980 933 220 98 122 2702 2651 2545 1103 1047 106 1442 105 1337 713 650 114 536
is_linear=0
shrinkage=0.0995203


Tree=7112
num_leaves=26
num_cat=0
split_feature=28 8 8 9 26 9 3 23 18 9 26 8 9 26 4 26 26 26 9 9 20 4 3 18 3
split_gain=0.0159371 0.0026838 0.00596598 0.0156396 0.0027176 0.0033407 0.00208249 0.00202951 0.00179397 0.00195253 0.00491763 0.00742287 0.0022489 0.00202004 0.00185584 0.0012213 0.00136342 0.00118948 0.00424445 0.00138885 0.00115942 0.00138954 0.00494965 0.00116665 0.000585063
threshold=0.080375000000000016 -0.091284999999999991 -0.11187999999999999 0.081605000000000025 0.087045000000000025 0.090255000000000016 0.084620000000000015 -0.022119999999999997 -0.099739999999999995 0.09697500000000002 0.10038000000000001 -0.067434999999999981 0.098465000000000011 0.096535000000000024 0.10801000000000002 0.091275000000000023 0.097125000000000031 -0.057034999999999995 0.09253500000000002 0.089025000000000021 -0.060199999999999997 0.11541000000000003 0.13345500000000002 0.027500000000000007 0.11462500000000002
decision_type=2 2 2 2 2 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 6 -6 -5 -3 15 10 13 -12 -11 -10 -14 17 -17 19 -19 -9 24 23 -23 -22 -1
right_child=-2 7 3 4 5 -7 -8 8 9 12 11 -13 14 -15 -16 16 -18 18 -20 -21 21 22 -24 -25 -26
leaf_value=2.1791709094518775e-05 -0.0014040076391531205 0.00057711003855826198 -0.0021138173109749949 -0.00036618989852854372 -0.0010087601627392286 6.4747739423231786e-05 0.00046364163560842135 -0.00040555903572541823 6.710628627018333e-05 -0.00070917569478303984 0.0015488048061497168 9.1168617681772137e-05 5.1981575520037893e-05 -0.00051379497226206061 -0.00056251110990308871 0.00039617065897206512 -0.00029842051348667747 -0.00012663368187406128 -0.0011098769033525337 0.00031346027382583565 -0.00029113516621132875 0.0012012956139675593 -6.9164576374330252e-05 0.000254264500193732 -0.00044306137716309331
leaf_weight=47 83 66 51 49 65 49 75 46 1852 60 56 94 295 61 58 69 46 167 60 63 80 49 77 75 54
leaf_count=47 83 66 51 49 65 49 75 46 1852 60 56 94 295 61 58 69 46 167 60 63 80 49 77 75 54
internal_value=0 -9.14461e-06 -0.000189204 -0.000530698 -0.000188018 -0.000540159 0.000129122 3.09494e-05 1.83545e-05 5.18581e-05 9.16437e-05 0.000640811 -0.000144895 4.81551e-05 -4.66642e-05 -0.000163766 0.000111216 -0.000260318 -0.000390128 2.51056e-06 6.70082e-05 0.000172592 0.000418407 -2.19506e-05 -0.000218638
internal_weight=0 3664 671 289 238 114 124 2993 2927 2476 2063 150 413 1913 353 451 115 336 227 109 382 281 126 155 101
internal_count=3747 3664 671 289 238 114 124 2993 2927 2476 2063 150 413 1913 353 451 115 336 227 109 382 281 126 155 101
is_linear=0
shrinkage=0.0995203


Tree=7113
num_leaves=27
num_cat=0
split_feature=26 0 17 0 1 1 0 8 26 26 26 18 6 9 21 9 6 9 19 9 0 10 9 6 18 5
split_gain=0.00473289 0.0221065 0.00260361 0.0024198 0.00786385 0.0163256 0.00283331 0.0060667 0.00270836 0.00565466 0.00452301 0.00203683 0.0027314 0.00289558 0.00316107 0.00297095 0.0021139 0.00199894 0.00194787 0.00162004 0.0024545 0.00152035 0.00156513 0.00147365 0.0010643 0.00144659
threshold=-0.16205499999999998 -0.057604999999999996 -0.012064999999999999 -0.087614999999999985 -0.047889999999999995 -0.080954999999999985 -0.08176499999999999 -0.076394999999999991 0.091915000000000024 0.090170000000000014 0.088245000000000032 0.10085500000000001 -0.095814999999999997 0.085335000000000022 0.089665000000000022 0.088215000000000016 -0.099455000000000002 -0.095574999999999993 -0.07525999999999998 0.11582000000000002 -0.051394999999999996 0.08821500000000003 0.10341500000000002 -0.088215000000000002 -0.010395 -0.075744999999999993
decision_type=2 2 2 2 2 2 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 24 7 8 9 10 -5 12 16 14 -14 -15 17 -6 -8 21 -21 22 -20 -13 -2 -26
right_child=3 -3 -4 6 11 -7 18 -9 -10 -11 -12 23 13 15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 25 -27
leaf_value=-0.00026492492119453552 -0.00048154876775389127 -0.0023620963834388967 0.000635568817768327 0.00022504633778469579 0.00054870284451714901 -0.0021702585772402617 -0.000617839645668013 0.0011395734278359148 -0.00048997498436797885 0.00097924039982092673 -0.00048958421775162797 5.253765870152845e-05 0.00013192879101193888 -0.0010382891105053522 -0.00074960537951538025 -0.000209699742207319 0.00072000281610499952 -5.2681617570901698e-05 1.9430687926703004e-05 -7.1604080684881628e-05 0.00089798712363004592 -0.00053513966643779852 -0.00038730432449229929 0.00081148402829893905 -0.00033604670586717829 0.00043460651090248078
leaf_weight=69 62 48 58 400 64 54 53 64 64 78 112 59 225 72 49 114 50 371 1278 53 48 57 101 48 48 48
leaf_count=69 62 48 58 400 64 54 53 64 64 78 112 59 225 72 49 114 50 371 1278 53 48 57 101 48 48 48
internal_value=0 -0.0005417 0.000139878 -1.12848e-05 -0.000122156 -0.000675178 4.90804e-05 0.000213287 0.00012139 0.000189095 6.7122e-05 -9.93233e-06 -5.72879e-05 -0.000231583 -2.27302e-05 -0.000534845 0.000106335 3.39161e-05 -2.4556e-05 -3.56533e-06 0.000381087 -3.11896e-05 -9.76556e-06 0.000400651 -0.00015902 4.07526e-05
internal_weight=0 175 127 3572 1264 212 2308 718 654 590 512 1052 945 460 274 186 485 435 1590 1537 101 1436 1379 107 158 96
internal_count=3747 175 127 3572 1264 212 2308 718 654 590 512 1052 945 460 274 186 485 435 1590 1537 101 1436 1379 107 158 96
is_linear=0
shrinkage=0.0995203


Tree=7114
num_leaves=28
num_cat=0
split_feature=26 0 23 8 2 2 20 4 5 26 9 6 18 8 8 0 18 26 9 2 21 18 18 4 6 1 8
split_gain=0.00386348 0.0176391 0.00228756 0.00229433 0.00506356 0.0201748 0.00220076 0.00201971 0.00209362 0.00243462 0.00141215 0.00140923 0.00465643 0.00534756 0.0103971 0.00826326 0.00400121 0.00224014 0.00146315 0.00273789 0.0030872 0.00268472 0.00186657 0.00162842 0.000959391 0.00117167 0.000724098
threshold=-0.15514999999999998 -0.057604999999999996 -0.068919999999999995 -0.091754999999999989 -0.079844999999999985 -0.081134999999999999 -0.0081349999999999981 0.14699000000000004 -0.086109999999999992 1.0000000180025095e-35 0.090695000000000012 0.087575000000000028 -0.082304999999999989 -0.073999999999999996 -0.077784999999999993 -0.071799999999999989 -0.089024999999999993 0.084355000000000027 0.098720000000000016 -0.07360499999999999 0.10366000000000002 -1.0000000180025095e-35 0.14607000000000003 0.13271500000000006 0.087765000000000024 -0.082195000000000004 -0.41646
decision_type=2 2 2 2 2 2 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 24 10 8 9 -6 -1 18 16 14 -14 -15 17 -13 22 21 -21 -20 23 -5 25 -4 -10
right_child=2 -3 3 11 7 -7 -8 -9 26 -11 -12 12 13 15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00022270699957642793 0.00068786845909599062 -0.0020339140514959719 0.00036832809410930912 4.8315711963724062e-06 0 -0.0022775689466036876 0.00067434935866162869 -0.00055169788465030134 9.1234126832558888e-05 0.00074255075003842712 -0.0005376144177577281 -0.00058853452525061897 0.00028074083223514237 -0.00063211686735720597 0.0018112635163509948 0.00041083009230133947 -0.0010218052444286446 0.0002629761128472379 -0.0012067917993551717 -0.00041432552862091224 0.00048632891667118699 -0.00015306764927119196 0.00059798929276268838 -0.00054573466372102885 -0.00043835224882212304 -0.00017927303605901477 -0.00033868486982590814
leaf_weight=46 46 52 62 1566 91 52 46 48 71 88 49 46 387 144 50 157 56 91 47 79 72 53 51 55 60 102 80
leaf_count=46 46 52 62 1566 91 52 46 48 71 88 49 46 387 144 50 157 56 91 47 79 72 53 51 55 60 102 80
internal_value=0 -0.000466443 -8.92483e-06 -1.82952e-05 -0.000186548 -0.00051088 0.000105826 4.81004e-05 0.000137825 0.00036927 -0.000160842 1.99735e-05 0.000120647 0.0002351 0.000457731 -8.54016e-05 -0.000312761 -1.69573e-05 -2.83409e-05 -0.000252456 9.70425e-06 -0.000656505 4.81357e-06 -1.3344e-05 -9.71011e-05 2.27553e-05 -0.000131116
internal_weight=0 193 3554 3508 654 276 141 378 330 179 95 2854 931 738 437 301 193 137 1923 251 151 100 1672 1621 224 164 151
internal_count=3747 193 3554 3508 654 276 141 378 330 179 95 2854 931 738 437 301 193 137 1923 251 151 100 1672 1621 224 164 151
is_linear=0
shrinkage=0.0995203


Tree=7115
num_leaves=19
num_cat=0
split_feature=28 8 8 8 8 23 26 2 8 5 10 21 20 18 2 2 5 1
split_gain=0.0123951 0.00164904 0.00367261 0.0152938 0.00170238 0.00165764 0.00160697 0.00263423 0.00166104 0.00315027 0.00159577 0.00140776 0.00124778 0.00116036 0.00166172 0.00115938 0.000772659 0.0022315
threshold=0.080375000000000016 -0.090274999999999994 -0.11187999999999999 -0.10115999999999999 -0.088734999999999994 -0.022119999999999997 0.087045000000000025 -0.080555000000000002 -0.092545000000000002 -0.088604999999999989 0.086165000000000019 -0.091104999999999992 -0.14741499999999999 0.10085500000000001 0.50951500000000005 0.12875500000000004 -0.45822499999999994 -0.000195
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 -3 -6 8 -8 9 -5 11 12 -7 14 16 -13 -1 -18
right_child=-2 4 3 6 5 10 7 -9 -10 -11 -12 15 -14 -15 -16 -17 17 -19
leaf_value=0.00016264799514300032 -0.0012320849306649887 0.00046293154159531398 -0.0019248879013896237 -0.0002117887255000032 0.00051084083209643812 0 -0.00092975601654597206 1.3174509773860212e-05 -0.00023871760059817921 0.00086491797754554049 -0.0004108462196430811 4.3595802377425209e-05 -0.00072027587506683121 0.0004107948219058237 0.00051149104263551013 -0.00043449839891013888 3.3331498685126551e-07 -0.00074830422786051093
leaf_weight=68 83 88 53 50 66 48 50 67 85 56 88 2533 47 82 50 51 126 56
leaf_count=68 83 88 53 50 66 48 50 67 85 56 88 2533 47 82 50 51 126 56
internal_value=0 -1.96692e-06 -0.000134556 -0.00036257 3.14789e-05 1.77879e-05 -9.10719e-05 -0.000382791 8.33389e-05 0.000349315 5.73151e-06 1.97209e-05 -0.000355782 7.87801e-05 -9.24183e-06 3.38429e-05 -0.000116663 -0.000225519
internal_weight=0 3664 743 361 2921 2833 308 117 191 106 2767 2679 95 382 300 2584 250 182
internal_count=3747 3664 743 361 2921 2833 308 117 191 106 2767 2679 95 382 300 2584 250 182
is_linear=0
shrinkage=0.0995203


Tree=7116
num_leaves=13
num_cat=0
split_feature=6 7 4 2 7 4 2 4 3 2 17 17
split_gain=0.0387207 0.00744793 0.00166262 0.00294483 0.00187416 0.00185281 0.00338861 0.00276897 0.00168042 0.00167839 0.00155402 0.00154341
threshold=0.23663500000000004 0.10303000000000002 0.11995000000000003 0.14153500000000005 -1.0000000180025095e-35 0.13240000000000005 -0.032624999999999994 0.14699000000000004 0.14058000000000004 0.11665500000000002 -0.50029000000000001 -0.0069749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 -7 8 -8 10 -6 -5
right_child=-2 -3 5 11 9 6 7 -9 -10 -11 -12 -13
leaf_value=-0.00061579709974481209 -0.0026825575425430035 0.0012330336718334618 -0.00060405838836631468 0.00015556425483681635 -0.00020002608725736194 0.00061831656738734657 -0.0004044824700189753 -0.00085200850249401126 0.00036451457425338798 0.00050940037415913436 3.5889210089595739e-05 0.00098657291219445193
leaf_weight=46 53 50 86 47 306 55 53 56 60 69 2833 47
leaf_count=46 53 50 86 47 306 55 53 56 60 69 2833 47
internal_value=0 2.64882e-05 9.77249e-06 3.04024e-05 1.42807e-05 -0.00021039 -5.55944e-05 -0.000279759 0 2.35707e-05 1.26306e-05 0.000579778
internal_weight=0 3708 3658 3348 3254 310 224 169 113 3208 3139 94
internal_count=3761 3708 3658 3348 3254 310 224 169 113 3208 3139 94
is_linear=0
shrinkage=0.0995203


Tree=7117
num_leaves=8
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split_feature=6 23 8 30 6 17 0
split_gain=0.031398 0.00636514 0.00198924 0.00455826 0.00135487 0.00124883 0.00130997
threshold=0.23663500000000004 -0.068919999999999995 0.24853500000000003 0.11290000000000001 -0.53620499999999993 -0.57205499999999987 -0.079564999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7
right_child=-2 2 -4 -5 5 6 -8
leaf_value=0.0011625893487805887 -0.0024155888606528448 -0.00052231469105634535 0.00053417483597924557 -0.00083387504778773512 -0.00044867187741403687 7.6463096596824414e-05 -5.0465213095908885e-05
leaf_weight=48 53 46 70 64 55 2142 1283
leaf_count=48 53 46 70 64 55 2142 1283
internal_value=0 2.3874e-05 8.71638e-06 -1.3013e-06 1.35785e-05 2.08974e-05 2.86769e-05
internal_weight=0 3708 3660 3590 3526 3480 3425
internal_count=3761 3708 3660 3590 3526 3480 3425
is_linear=0
shrinkage=0.0995203


Tree=7118
num_leaves=8
num_cat=0
split_feature=20 7 11 3 3 30 8
split_gain=0.0264381 0.00579367 0.00157809 0.0018236 0.00192233 0.00139076 0.00111821
threshold=-0.41270499999999993 0.10671500000000002 -0.40069499999999997 0.17152000000000003 0.15108000000000005 0.11101500000000002 -0.47145500000000001
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=-0.0023301208057527 -0.00057246802425720651 0.0011305489056280555 0.00040528826651732152 0.00058806980434268315 -0.00058390362189841784 -0.00049588985448653048 1.3584575606164619e-05
leaf_weight=48 46 46 74 54 54 52 3387
leaf_count=48 46 46 74 54 54 52 3387
internal_value=0 2.0499e-05 6.35091e-06 1.39301e-05 5.00885e-06 1.42943e-05 2.21962e-05
internal_weight=0 3713 3667 3621 3567 3513 3461
internal_count=3761 3713 3667 3621 3567 3513 3461
is_linear=0
shrinkage=0.0995203


Tree=7119
num_leaves=10
num_cat=0
split_feature=6 29 8 30 6 1 6 8 26
split_gain=0.0228855 0.00544403 0.00162571 0.00567848 0.00102006 0.00124333 0.00314017 0.00135627 0.00112741
threshold=0.23663500000000004 0.12737000000000004 0.24853500000000003 0.11290000000000001 -0.47287499999999999 0.15756500000000004 -0.045589999999999999 -0.079049999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 7 -7 -6 -1
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=3.89847047024551e-05 -0.0020618834800128446 0.0010851794963915688 0.00052964059676877443 -0.0011001346385773444 6.2709148619019095e-05 1.5157031892695193e-05 0.00066103407217472357 -6.9737578449093556e-05 -0.00062196026223862281
leaf_weight=46 53 47 58 46 1639 280 103 1437 52
leaf_count=46 53 47 58 46 1639 280 103 1437 52
internal_value=0 2.07937e-05 6.90544e-06 -1.2822e-06 1.26983e-05 2.18897e-05 0.00019099 5.6852e-07 -0.000303368
internal_weight=0 3708 3661 3603 3557 3459 383 3076 98
internal_count=3761 3708 3661 3603 3557 3459 383 3076 98
is_linear=0
shrinkage=0.0995203


Tree=7120
num_leaves=23
num_cat=0
split_feature=6 28 18 8 8 6 9 2 3 8 8 4 6 8 1 2 5 17 2 3 5 0
split_gain=0.0192743 0.00714894 0.00194933 0.0020666 0.00300265 0.00244817 0.00490226 0.00306749 0.00891742 0.00393438 0.00189937 0.00171242 0.00151682 0.00373818 0.00650824 0.010921 0.00550787 0.00439005 0.00147045 0.00226491 0.00219681 0.00141836
threshold=0.23663500000000004 0.083225000000000021 -0.011835 -0.080569999999999989 -0.49499500000000002 0.095760000000000026 0.097365000000000021 0.096520000000000022 0.10749000000000002 -0.072559999999999999 -0.082299999999999998 0.13962500000000003 0.090600000000000028 -0.077604999999999993 -0.06921999999999999 -0.083665000000000003 0.054660000000000007 -0.10071499999999999 0.094050000000000022 0.10792500000000002 0.63223000000000018 -0.080434999999999993
decision_type=2 2 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 -4 7 -7 9 -9 -5 11 -6 18 14 15 -14 -15 -18 20 -20 21 -1
right_child=-2 -3 3 5 10 6 -8 8 -10 -11 -12 -13 13 16 -16 -17 17 -19 19 -21 -22 -23
leaf_value=5.6279349557245889e-05 -0.0019149294824598818 0.00103314309726094 -0.00042212921029440996 -0.00053267923502206126 0.00013618649035872192 -0.0010265250422574878 9.0294794059840044e-05 -0.0013862596035323286 0.0002577933890893852 0.000201456754764065 0.0007856181808611484 0.0007511384305300742 -0.00020877826242082846 0.00069620650736929143 0.00037328642303983365 -0.0020168470790714365 0.00022787505551508878 -0.0011209818107311598 -0.00075223482202474022 0.00014474829805405205 0.0005981252783850802 -0.00018721381401146361
leaf_weight=649 52 67 82 82 902 70 85 55 79 588 53 48 86 77 52 55 47 47 66 46 58 371
leaf_count=649 52 67 82 82 902 70 85 55 79 588 53 48 86 77 52 55 47 47 66 46 58 371
internal_value=0 1.45275e-05 -4.21307e-06 5.94194e-05 0.000153674 -4.63659e-05 -0.000408794 2.2487e-05 -0.000410896 0.000110385 0.000201565 0.000168119 -8.84366e-05 -0.000266539 -0.000567206 -0.00091986 6.80226e-05 -0.000437845 -3.32702e-05 -0.000376522 1.6329e-06 -3.14828e-05
internal_weight=0 3665 3598 2044 1085 959 155 804 134 670 1003 950 1554 364 193 141 171 94 1190 112 1078 1020
internal_count=3717 3665 3598 2044 1085 959 155 804 134 670 1003 950 1554 364 193 141 171 94 1190 112 1078 1020
is_linear=0
shrinkage=0.0995203


Tree=7121
num_leaves=14
num_cat=0
split_feature=20 28 18 18 18 13 8 8 9 9 21 17 18
split_gain=0.0168334 0.00580004 0.00169963 0.00947509 0.00170468 0.00134196 0.00176253 0.0021274 0.00130923 0.00204598 0.00394564 0.00177624 0.00116152
threshold=-0.41270499999999993 0.083225000000000021 -0.13579499999999997 -0.14907499999999999 -0.112385 0.088785000000000017 -0.092844999999999997 -0.091754999999999989 0.10153500000000003 0.089105000000000018 0.10990500000000002 -0.26636999999999994 -0.020389999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 -4 6 12 -8 9 11 -11 -2 -6
right_child=1 -3 4 -5 5 -7 7 -9 -10 10 -12 -13 -14
leaf_value=-0.0018825355867389253 -0.00066069206414829556 0.00093032451877032634 0.00057197276598241619 -0.0015447160839045901 -0.0002575255358771199 -0.00051969803584112843 -0.00063544813414136679 -3.9132641981531124e-06 -0.00040581708609114902 0.0011167941361035312 -5.9647063385988163e-05 0.00017121053204614895 0.00023132709673313019
leaf_weight=47 47 67 54 46 52 47 54 2595 62 46 70 53 477
leaf_count=47 47 67 54 46 52 47 54 2595 62 46 70 53 477
internal_value=0 1.2807e-05 -4.02759e-06 -0.000221659 1.7227e-05 7.68441e-06 1.57416e-05 -1.70962e-05 0 0.000112964 0.000399816 -0.000211598 0.000181726
internal_weight=0 3670 3603 324 3279 3225 3178 2649 278 216 116 100 529
internal_count=3717 3670 3603 324 3279 3225 3178 2649 278 216 116 100 529
is_linear=0
shrinkage=0.0995203


Tree=7122
num_leaves=17
num_cat=0
split_feature=20 28 18 10 0 8 8 3 1 4 0 20 20 17 8 17
split_gain=0.0136483 0.00470398 0.0014505 0.00180955 0.00178415 0.00173434 0.00216275 0.00228305 0.00224195 0.00145779 0.00464565 0.00335645 0.00141342 0.00109549 0.000865587 0.00039141
threshold=-0.41270499999999993 0.083225000000000021 -0.011835 0.087045000000000025 0.042275000000000014 -0.49499500000000002 -0.092299999999999993 0.14166500000000004 0.0099250000000000015 0.086380000000000026 -0.14909499999999998 -0.042414999999999994 0.0057800000000000013 -0.12647999999999998 -0.085764999999999994 -0.10337499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 12 -4 7 8 -7 10 -8 -11 14 -6 -2 -14
right_child=1 -3 5 -5 13 6 9 -9 -10 11 -12 -13 15 -15 -16 -17
leaf_value=-0.0016951852726500944 -0.00026316961183783387 0.00083773846640268501 -0.00039584859347419055 0.00051003518125777283 -0.00017131444627623354 0.00036090051310540836 0.0010477867714907805 0.00084868133542745328 -0.00015536606829117476 -0.00051170135968646295 3.4673736927408844e-05 5.3383751910367547e-05 8.2631797155411886e-05 -0.00085891438808633478 -5.4239623677707596e-05 0.00051620958378434888
leaf_weight=47 246 67 82 50 52 230 47 59 128 154 1033 315 47 47 1067 46
leaf_count=47 246 67 82 50 52 230 47 59 128 154 1033 315 47 47 1067 46
internal_value=0 1.14437e-05 -3.6946e-06 -7.63728e-05 -9.63987e-05 5.10886e-05 7.01463e-05 0.000271445 0.000174027 1.5427e-05 7.95209e-05 -0.000130421 -6.6974e-05 -0.00050602 -9.40076e-05 0.000305892
internal_weight=0 3670 3603 1555 1505 2048 1966 417 358 1549 1080 469 1406 99 1313 93
internal_count=3717 3670 3603 1555 1505 2048 1966 417 358 1549 1080 469 1406 99 1313 93
is_linear=0
shrinkage=0.0995203


Tree=7123
num_leaves=17
num_cat=0
split_feature=20 28 18 18 5 3 0 0 26 18 18 0 20 19 2 2
split_gain=0.0110674 0.00381944 0.00125164 0.0072385 0.0015667 0.00121164 0.00117193 0.00295702 0.00202084 0.00156592 0.00322776 0.00155779 0.000754108 0.00216923 0.00212601 0.00169139
threshold=-0.41270499999999993 0.082705000000000015 -0.13579499999999997 -0.14907499999999999 0.41088500000000011 0.10669500000000003 -0.080500000000000002 -0.079805000000000001 0.089275000000000021 0.091085000000000013 0.094870000000000024 -0.081094999999999987 -0.076005000000000003 0.0069650000000000016 -0.078289999999999985 -0.069969999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 6 -6 9 -8 -9 11 -11 -4 14 15 -2 -14
right_child=1 -3 4 -5 5 -7 7 8 -10 10 -12 -13 13 -15 -16 -17
leaf_value=-0.0015264801881887317 0.00016583377886064102 0.00073846749187346408 -1.0842979186748383e-05 -0.0013467786302591976 1.9790866409934227e-05 0.0007433649648198998 -0.00073604314037090037 0.00010454190467726039 -0.00016794145993593914 0.00084971746552404471 8.7834945782489353e-05 0.00050956749897937349 0.00071256519717144689 -0.00037145494502615088 -0.00071152298556106074 -5.3572894054372217e-05
leaf_weight=47 63 70 1619 46 46 51 64 510 568 69 290 59 66 55 47 47
leaf_count=47 63 70 1619 46 46 51 64 510 568 69 290 59 66 55 47 47
internal_value=0 1.0327e-05 -3.60391e-06 -0.00019038 1.46186e-05 0.000408666 2.3376e-06 -7.80921e-05 -3.82706e-05 4.78306e-05 0.00023655 6.96728e-06 0 0.000133596 -0.000201595 0.000386662
internal_weight=0 3670 3600 324 3276 97 3179 1142 1078 2037 359 1678 278 168 110 113
internal_count=3717 3670 3600 324 3276 97 3179 1142 1078 2037 359 1678 278 168 110 113
is_linear=0
shrinkage=0.0995203


Tree=7124
num_leaves=12
num_cat=0
split_feature=20 28 6 5 0 3 8 1 3 4 6
split_gain=0.00528556 0.00287051 0.00216386 0.00261884 0.00271407 0.00221671 0.00123482 0.00195257 0.00120492 0.00352316 0.00331626
threshold=-0.24910499999999999 0.083225000000000021 -0.23160999999999998 -0.49053999999999998 -0.060944999999999999 0.13451500000000002 -0.51030999999999993 -0.52333999999999992 0.11125500000000002 0.10716000000000002 -0.070864999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -4 -8 9 -9 -10
right_child=1 -3 6 4 -6 -7 7 8 10 -11 -12
leaf_value=0.00083554225294942843 0.00078999034918232093 -0.00064639581880895003 0.00043637802341903599 2.2893483640988981e-05 -0.00038058624413347974 0.00084031141344026027 -0.00054764948300834869 -3.6548980237358328e-05 -0.00019997334192793119 -0.0007967495822330759 0.00029558392478155698
leaf_weight=73 69 71 55 87 79 55 73 2563 215 62 349
leaf_count=73 69 71 55 87 79 55 73 2563 215 62 349
internal_value=0 -1.96109e-05 -7.04632e-06 0.000253347 8.20931e-05 0.000345264 -3.00589e-05 -3.81743e-05 -2.62551e-05 -5.48161e-05 0.000105223
internal_weight=0 3678 3607 290 221 142 3317 3262 3189 2625 564
internal_count=3751 3678 3607 290 221 142 3317 3262 3189 2625 564
is_linear=0
shrinkage=0.0995203


Tree=7125
num_leaves=11
num_cat=0
split_feature=6 28 24 17 1 26 11 1 26 8
split_gain=0.00434532 0.00231251 0.00227963 0.00165176 0.00211383 0.00145883 0.00223577 0.00248533 0.00176319 0.00138591
threshold=0.18123500000000006 0.083225000000000021 -0.070599999999999996 -0.56137499999999996 -0.50158499999999984 0.087435000000000027 -0.37931999999999999 0.55657000000000012 0.087675000000000017 -0.081174999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5 -8 -7 -10
right_child=-2 -3 3 5 -6 8 7 -9 9 -11
leaf_value=0.00067269592560983645 0.00068046200069652764 -0.00058206632413995349 -0.00089210767058699289 -0.00061793073005609136 3.5829220770779959e-05 -0.0006620534765586542 4.69833594387365e-05 0.00068918364564762445 5.0652276709319739e-05 -0.00014371426044727727
leaf_weight=48 90 71 48 48 46 50 1819 62 637 832
leaf_count=48 90 71 48 48 46 50 1819 62 637 832
internal_value=0 -1.94667e-05 -8.11209e-06 -1.75693e-05 -0.000429302 -6.10713e-06 5.1079e-05 6.85863e-05 -7.92676e-05 -5.88742e-05
internal_weight=0 3661 3590 3542 94 3448 1929 1881 1519 1469
internal_count=3751 3661 3590 3542 94 3448 1929 1881 1519 1469
is_linear=0
shrinkage=0.0995203


Tree=7126
num_leaves=11
num_cat=0
split_feature=20 12 7 28 3 3 2 8 3 20
split_gain=0.00370564 0.00197745 0.00198416 0.00206335 0.00155186 0.00244449 0.00285936 0.00224348 0.00221273 0.00196795
threshold=-0.24910499999999999 0.095920000000000019 -0.23835999999999999 0.083225000000000021 0.12212000000000002 0.13345500000000002 0.15165000000000003 -0.073439999999999991 0.11816500000000002 -0.14878999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 7 -7 -6 9 -4
right_child=1 -3 3 -5 5 6 -8 -9 -10 -11
leaf_value=0.00069970332760650245 0.00061606147003780848 0.00058084546533107334 -0.0005667371742966176 -0.0005775817477799356 0.001082365817666014 0.00023475224135721594 -0.00041125657241847306 0.00015857480449284835 -0.00054012292039905751 -2.0520615351418004e-05
leaf_weight=73 47 54 67 68 47 195 104 64 88 2944
leaf_count=73 47 54 67 68 47 195 104 64 88 2944
internal_value=0 -1.63201e-05 -2.54441e-05 -3.41021e-05 -2.33368e-05 0.000158158 7.31561e-06 0.000557105 -4.76128e-05 -3.29468e-05
internal_weight=0 3678 3624 3577 3509 410 299 111 3099 3011
internal_count=3751 3678 3624 3577 3509 410 299 111 3099 3011
is_linear=0
shrinkage=0.0995203


Tree=7127
num_leaves=9
num_cat=0
split_feature=6 12 7 28 10 17 18 18
split_gain=0.0030233 0.00176564 0.00161848 0.00166135 0.00191374 0.00222139 0.00286907 0.00106072
threshold=0.18123500000000006 0.097490000000000021 -0.23835999999999999 0.083225000000000021 0.09056500000000002 -0.55157999999999996 -0.018864999999999996 -0.22342499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -7
right_child=-2 -3 3 -5 -6 7 -8 -9
leaf_value=0.00055475094744663602 0.00056768806590808075 0.00057053704244712782 -0.00075140777804864488 -0.00052010053772531155 0.0005245845515829664 0.00020721647638477806 0.00020097761632379256 -3.0635136498794649e-05
leaf_weight=47 90 50 91 68 62 197 46 3100
leaf_count=47 90 50 91 68 62 197 46 3100
internal_value=0 -1.61341e-05 -2.44842e-05 -3.23525e-05 -2.26313e-05 -3.27495e-05 -0.000425653 -1.61749e-05
internal_weight=0 3661 3611 3564 3496 3434 137 3297
internal_count=3751 3661 3611 3564 3496 3434 137 3297
is_linear=0
shrinkage=0.0995203


Tree=7128
num_leaves=21
num_cat=0
split_feature=8 8 26 4 4 20 21 5 5 0 9 18 20 8 8 8 6 18 18 3
split_gain=0.0045827 0.0146811 0.00248141 0.0164405 0.00178063 0.00176533 0.0015211 0.00157147 0.00296049 0.00539862 0.00166056 0.00177191 0.0015229 0.00113919 0.000790414 0.00077246 0.00144489 0.00068474 0.00185506 0.000995959
threshold=-0.091754999999999989 -0.092844999999999997 0.082605000000000026 0.075700000000000031 0.11849500000000003 -0.24910499999999999 0.15372000000000005 -0.54382499999999989 -0.45822499999999994 -0.14824999999999997 0.083955000000000016 -0.020999999999999998 -0.083495 -0.012839999999999999 -0.15530999999999998 -0.47145500000000001 -0.083069999999999991 0.093865000000000018 0.0048000000000000013 0.093835000000000016
decision_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 -2 7 -7 9 -9 11 -10 -12 -11 15 -5 -17 18 19 -4
right_child=5 -3 4 14 -6 6 -8 8 10 13 12 -13 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=-0.0019265900841543262 0.00047415059527385658 -0.0018894849955734105 -0.00021239868344789537 0.00012957314504196242 -0.00054682018260060786 0.00052782925711704766 -0.0005164826221190406 -0.0013211031998327627 0.00033034471664940648 -0.00035159974990728066 -0.00028926270839268157 0 -1.245690000578395e-05 0.00024833499400931996 0.00033292244804448133 -0.00066807971140793758 5.2002163193321535e-05 -0.00012610609883285389 0.00075562986094967783 0.00027167205696082905
leaf_weight=55 72 53 78 74 48 52 61 48 277 68 222 395 1812 57 51 51 56 86 47 90
leaf_count=55 72 53 78 74 48 52 61 48 277 68 222 395 1812 57 51 51 56 86 47 90
internal_value=0 -0.000296651 -0.000162627 -0.000379504 1.33761e-05 -1.22616e-05 -2.42403e-05 -1.37165e-05 -2.37821e-05 -0.000422929 1.43362e-06 0.000137358 -4.30712e-05 -7.14805e-05 -9.20955e-06 -0.000110134 -0.000283564 0.000105429 0.000201851 4.20522e-05
internal_weight=0 689 636 287 349 3064 2992 2931 2879 173 2706 672 2034 125 232 181 107 301 215 168
internal_count=3753 689 636 287 349 3064 2992 2931 2879 173 2706 672 2034 125 232 181 107 301 215 168
is_linear=0
shrinkage=0.0995203


Tree=7129
num_leaves=20
num_cat=0
split_feature=8 8 2 2 2 2 0 3 20 2 1 4 5 5 6 5 8 27 3
split_gain=0.00373005 0.010849 0.00374659 0.0131025 0.00232887 0.00180156 0.00241161 0.00292115 0.00191536 0.00281005 0.00219488 0.00263678 0.00218107 0.00114517 0.00288161 0.0017099 0.0014498 0.000752941 0.00104381
threshold=-0.091914999999999983 -0.092984999999999998 -0.080974999999999991 -0.082954999999999987 -0.079555000000000001 0.13398000000000002 -0.23058999999999999 0.09587500000000003 -0.24910499999999999 0.097285000000000024 -0.50597999999999999 0.085065000000000016 0.63455500000000009 -0.27157999999999999 -0.096164999999999987 -0.016815 -0.47145500000000001 0.087525000000000019 0.088385000000000033
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 17 -4 6 7 -2 -8 10 11 -10 -12 16 -15 -16 -6 18 -1
right_child=5 -3 4 -5 13 -7 8 -9 9 -11 12 -13 -14 14 15 -17 -18 -19 -20
leaf_value=0.00032019202969932092 0.0010278252788472179 -0.0016525888202889346 0.00064697907301982586 -0.0019790180332534425 6.87568103115941e-05 -0.00060397503738156906 0.00050618353739123243 0 -5.8083649714602051e-05 -0.00060250927460590116 -1.8577865435902021e-05 0.00096483081435711762 -0.00067649153035143148 0.00065894775340064927 -0.00049058232257033626 0.00014213623307157065 -0.00060120763834793558 -0.00039351431241906504 -0.00027032123325721076
leaf_weight=66 49 52 52 46 54 50 67 63 48 83 2616 49 51 60 77 91 72 54 53
leaf_count=66 49 52 52 46 54 50 67 63 48 83 2616 49 51 60 77 91 72 54 53
internal_value=0 -0.000269791 -0.000153432 -0.000485377 2.36057e-05 -1.14284e-05 -1.36694e-06 0.000451515 -1.90544e-05 -3.17027e-05 -1.42658e-05 0.000450207 -3.14658e-05 -6.56509e-05 6.4458e-05 -0.000142987 -0.000307583 -8.34921e-05 5.03111e-05
internal_weight=0 677 625 219 406 3076 3026 112 2914 2847 2764 97 2667 354 228 168 126 173 119
internal_count=3753 677 625 219 406 3076 3026 112 2914 2847 2764 97 2667 354 228 168 126 173 119
is_linear=0
shrinkage=0.0995203


Tree=7130
num_leaves=23
num_cat=0
split_feature=24 2 2 2 3 3 3 3 3 20 3 6 6 18 3 21 0 6 0 18 0 2
split_gain=0.00219795 0.00188162 0.0116844 0.00256991 0.0153619 0.0020424 0.0046089 0.0038614 0.00219982 0.00235041 0.0025685 0.00219329 0.00769705 0.00272008 0.00191517 0.00184858 0.00172863 0.0014898 0.00113424 0.00151767 0.00119035 0.000441075
threshold=0.10415500000000003 -0.080974999999999991 -0.08126499999999999 -0.082234999999999989 0.08666500000000002 0.11578500000000001 0.11769000000000002 0.11387500000000002 0.12061000000000002 -0.077724999999999989 0.14058000000000004 0.098855000000000012 0.10877500000000002 -0.067359999999999989 0.089735000000000023 0.11987500000000002 -0.23177499999999998 0.10449000000000003 -0.09937 0.11417000000000002 -0.14401 -0.095204999999999998
decision_type=2 2 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 17 -5 7 -7 11 -8 -10 -11 15 -13 -14 -6 16 -3 18 20 -20 -1 -19
right_child=-2 5 -4 4 14 6 8 -9 9 10 -12 12 13 -15 -16 -17 -18 21 19 -21 -22 -23
leaf_value=-3.8257928849393792e-05 -0.00072989905984216594 0.00063790936844476827 -0.001604513232124442 -0.0017984920134524825 0.00063224904077440955 -0.001058825699389674 0.00057049466054486431 0.00095995196940123529 0.00038165798575621839 -0.00054277147900083601 1.2764730939731576e-05 -0.0011677803021199727 0.00047924286340680032 -0.00035280433133041381 -0.00015259110625097039 -0.00042674311114680334 0.00010236660162263824 0.00012030196318605068 -4.9762763601737325e-05 0.00046285383847759036 -0.00057629628196417858 0.00055990132874122783
leaf_weight=89 47 64 51 56 54 50 50 48 72 152 174 63 93 66 69 61 1090 54 1161 60 81 48
leaf_count=89 47 64 51 56 54 50 50 48 72 152 174 63 93 66 69 61 1090 54 1161 60 81 48
internal_value=0 -4.36811e-05 -0.000119831 -7.40548e-05 -0.000430743 2.20715e-05 -0.000151767 8.09202e-05 -4.87058e-05 -0.000128552 -0.000243747 5.09883e-05 -0.000235521 0.000128716 0.000185317 0.000104012 0.000132777 -3.07422e-05 -5.81646e-05 -2.39023e-05 -0.000299433 0.000335198
internal_weight=0 3706 1723 1672 179 1983 498 1485 448 398 326 1437 222 159 123 1215 1154 1493 1391 1221 170 102
internal_count=3753 3706 1723 1672 179 1983 498 1485 448 398 326 1437 222 159 123 1215 1154 1493 1391 1221 170 102
is_linear=0
shrinkage=0.0995203


Tree=7131
num_leaves=20
num_cat=0
split_feature=5 5 9 29 1 26 6 29 6 21 21 0 1 6 26 26 18 18 6
split_gain=0.00311212 0.0431688 0.00257971 0.00587691 0.00216476 0.00381644 0.00202339 0.00230773 0.00220696 0.00218946 0.0019661 0.00179044 0.00204759 0.00287541 0.00173347 0.00154773 0.00129368 0.00146325 0.0012708
threshold=-0.09583499999999999 -0.10586999999999999 0.11408000000000003 0.093650000000000025 0.054560000000000004 -1.0000000180025095e-35 -0.082304999999999989 -0.074579999999999994 -0.03252 0.084485000000000018 0.11932500000000003 -0.23032 0.0052600000000000017 -0.082809999999999995 0.087675000000000017 0.12753500000000004 -0.18513499999999999 -0.14624999999999996 -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 3 6 11 -6 7 -1 -8 -9 -7 -2 15 -14 -10 16 18 -18 -13
right_child=4 -3 -4 -5 5 10 8 9 14 -11 -12 12 13 -15 -16 -17 17 -19 -20
leaf_value=0.00037187803949163692 0.00059211775567095633 -0.0029107398243526784 -0.00056062932408313477 0.0010480296312016918 -0.00096404611421062911 -0.00038151278162164726 0.00063540112619386478 -0.00054087508801527173 -0.00026077758103015472 -6.2423733748924069e-05 0.00048107604971162283 0 0.00079481006924979369 -7.0604821199025234e-05 0.00044910331787851877 -0.00045079071576091702 -0.00051234220544811159 2.3324350377525031e-06 0.00071053116139000794
leaf_weight=66 54 55 82 52 62 56 75 163 102 237 49 51 77 72 51 76 56 2267 50
leaf_count=66 54 55 82 52 62 56 75 163 102 237 49 51 77 72 51 76 56 2267 50
internal_value=0 -0.000210666 -3.03242e-05 2.68694e-05 2.71752e-06 -0.000344688 -4.84646e-05 -0.000168268 0.000192807 -0.000259439 1.32323e-05 2.44842e-05 1.26039e-05 0.000371129 -1.88001e-05 -8.43673e-06 5.09475e-06 -9.72231e-06 0.000353992
internal_weight=0 883 828 746 2870 167 694 466 228 400 105 2703 2649 149 153 2500 2424 2323 101
internal_count=3753 883 828 746 2870 167 694 466 228 400 105 2703 2649 149 153 2500 2424 2323 101
is_linear=0
shrinkage=0.0995203


Tree=7132
num_leaves=13
num_cat=0
split_feature=6 28 20 5 6 9 1 29 26 21 8 6
split_gain=0.0028332 0.00262376 0.00254392 0.00261889 0.00787404 0.0028162 0.00884159 0.00488995 0.00413214 0.00192555 0.00261291 0.00152403
threshold=0.18123500000000006 0.083225000000000021 0.27420500000000009 -0.49053999999999998 -0.425425 0.11408000000000003 0.10055500000000002 0.096295000000000033 0.15222000000000005 -0.075024999999999994 -0.0049949999999999994 0.11481500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 8 11 -7 -6 -11 -5
right_child=-2 -3 -4 5 9 6 -8 -9 -10 10 -12 -13
leaf_value=0.0014143083855804252 0.00059932709621229592 -0.00057676320959548159 -0.00066153525804213929 4.8739081775005552e-05 0.00056300573475849915 -0.00033248628525579831 -0.0015452383009466276 0.00097278008542108429 0.0008055232795870995 0.00015930577480975617 -0.0007290528846506199 -0.00029638411589402052
leaf_weight=55 89 69 50 2906 58 96 46 56 47 106 47 132
leaf_count=55 89 69 50 2906 58 96 46 56 47 106 47 132
internal_value=0 3.03214e-05 4.21879e-05 5.23329e-05 0.000352936 2.77277e-05 -0.000344657 5.07397e-05 3.58203e-05 7.23946e-05 -0.000108238 3.34741e-05
internal_weight=0 3668 3599 3549 266 3283 189 3094 143 211 153 3038
internal_count=3757 3668 3599 3549 266 3283 189 3094 143 211 153 3038
is_linear=0
shrinkage=0.0995203


Tree=7133
num_leaves=10
num_cat=0
split_feature=6 28 20 8 9 0 9 4 18
split_gain=0.00229689 0.00212797 0.00208445 0.00427913 0.00204443 0.00471067 0.00266259 0.00420531 0.00161488
threshold=0.18123500000000006 0.083225000000000021 0.14849500000000004 -0.054384999999999996 0.12188500000000002 -0.059114999999999994 0.11408000000000003 0.14602500000000004 0.11061000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 8 -1
right_child=-2 -3 3 -5 5 -7 -8 -9 -10
leaf_value=1.0810622363870358e-05 0.00053968177846094379 -0.00051936368997484419 0.00017275705305332765 -0.0011176161660636174 -6.3999219564709006e-05 0.0012054847822877608 -0.00051577523430956286 0.0008318998593695847 0.00024610984881229963
leaf_weight=2908 89 69 55 46 68 49 84 67 322
leaf_count=2908 89 69 55 46 68 49 84 67 322
internal_value=0 2.72816e-05 3.79893e-05 -0.000406833 5.1067e-05 0.000460668 3.66505e-05 5.09734e-05 3.45211e-05
internal_weight=0 3668 3599 101 3498 117 3381 3297 3230
internal_count=3757 3668 3599 101 3498 117 3381 3297 3230
is_linear=0
shrinkage=0.0995203


Tree=7134
num_leaves=10
num_cat=0
split_feature=20 30 27 20 11 0 2 24 0
split_gain=0.00193856 0.00184665 0.00178548 0.00180208 0.00147674 0.00150224 0.00610621 0.00168231 0.000325022
threshold=-0.240845 0.11955500000000002 0.10530500000000002 0.27003000000000005 1.0000000180025095e-35 -0.15137999999999999 0.097745000000000012 -0.063789999999999986 -0.080074999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7 -4
right_child=1 -3 8 -5 -6 7 -8 -9 -10
leaf_value=0.00049779413335577225 -0.0001200936822710602 0.00062551270377368207 -0.00020177138499387828 -0.00055317821479362579 0.00059733899602916853 -0.00053645165191318052 0.00082827020938765889 1.8586074740773616e-05 -0.00061321488326178679
leaf_weight=88 170 50 46 52 46 55 110 3094 46
leaf_count=88 170 50 46 52 46 55 110 3094 46
internal_value=0 2.44087e-05 1.58777e-05 2.73853e-05 3.63085e-05 2.85435e-05 0.000249554 8.63189e-06 -0.000416391
internal_weight=0 3669 3619 3527 3475 3429 280 3149 92
internal_count=3757 3669 3619 3527 3475 3429 280 3149 92
is_linear=0
shrinkage=0.0995203


Tree=7135
num_leaves=11
num_cat=0
split_feature=10 10 18 1 22 5 9 30 3 1
split_gain=0.00215804 0.00217846 0.00168847 0.00299124 0.00124035 0.00176661 0.00785862 0.00393633 0.00265686 0.00123566
threshold=0.090150000000000022 0.086275000000000018 0.19545000000000004 -0.047889999999999995 0.13160500000000006 -0.49053999999999998 0.090400000000000022 0.11101500000000002 0.093835000000000016 -0.50597999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 8 9 -1 -7
right_child=-2 -3 3 -5 -6 7 -8 -9 -10 -11
leaf_value=-0.00049463846907078042 -0.00045406844686033917 0.00062968455407161025 -0.00012424019107248961 0.00089503635548135538 -0.00047494820165567615 -0.00028553197595062826 0.0013724630505921041 -0.00089577095561198131 0.00025528544849482711 3.4561499378553446e-05
leaf_weight=70 88 62 52 60 49 124 52 47 141 3012
leaf_count=70 88 62 52 60 49 124 52 47 141 3012
internal_value=0 4.40234e-05 3.37296e-05 0.000414492 2.12935e-05 2.85874e-05 0.000276573 7.84e-06 2.61572e-06 2.16437e-05
internal_weight=0 3669 3607 112 3495 3446 263 3183 211 3136
internal_count=3757 3669 3607 112 3495 3446 263 3183 211 3136
is_linear=0
shrinkage=0.0995203


Tree=7136
num_leaves=32
num_cat=0
split_feature=21 21 21 8 8 8 5 18 2 26 26 2 4 4 21 4 2 20 2 6 8 18 21 21 18 26 20 18 4 3 18
split_gain=0.00479391 0.00446763 0.0169049 0.00239193 0.0133825 0.00356263 0.00273291 0.00219533 0.00213647 0.00182156 0.00664034 0.00413378 0.00194755 0.00164915 0.00262063 0.00238287 0.00167329 0.00125921 0.00273861 0.0025057 0.00153033 0.00116233 0.00113883 0.00351396 0.00094024 0.0025399 0.00155903 0.00137524 0.0007867 0.000565214 0.000537104
threshold=0.083050000000000027 0.093835000000000016 0.091545000000000029 -0.086914999999999992 -0.085764999999999994 -0.089594999999999994 -0.011964999999999998 -0.14343999999999998 0.41639000000000009 0.11746500000000003 0.10812000000000002 -0.077604999999999993 0.10386500000000003 0.10845500000000002 0.13765500000000006 0.12273500000000002 -0.0043799999999999993 -0.066619999999999999 -0.070724999999999996 -0.094449999999999992 -0.088024999999999992 -0.085834999999999995 0.096230000000000024 0.09865500000000002 0.091085000000000013 0.089005000000000015 -0.049389999999999996 0.10361000000000002 0.13767000000000004 0.09697500000000002 0.086800000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 8 30 29 24 10 12 -11 -9 14 16 -15 22 19 -19 -2 -21 -22 -3 -24 25 26 -1 -26 -17 -6 -7
right_child=1 13 -4 4 7 6 -8 9 -10 11 -12 -13 -14 15 -16 28 -18 18 -20 20 21 -23 23 -25 27 -27 -28 -29 -30 -31 -32
leaf_value=0.00059507075534637297 -0.00046026973378859528 -0.00038811672493140156 0.0016203753712544921 -0.0014502407222613165 0.00064116312547571948 -8.3859882582070671e-05 0.0010056743661175061 -2.6638974989155293e-05 -0.00054660630839963357 0.00084123986856169427 -0.00097723160763199296 -0.00023071113880054499 -0.0003417979270313187 -0.00079685238097684569 0.00065865970191392436 0.00029320485567293261 -0.00044586345050465757 -9.6968678896989743e-05 0.00091712860209549685 -0.00029254079707734476 -2.844440475776536e-05 0.00048267883406375578 0.00089521246564307666 2.6027499128250656e-05 0.00066647641195562689 -0.00054722291124412073 -1.6007559801887372e-05 0 -0.00027007356250967004 0.00012075153820878021 0.00038608449048632498
leaf_weight=50 79 47 91 74 46 46 63 1039 72 62 89 82 241 56 70 50 69 49 54 51 62 131 52 425 51 79 226 78 48 46 46
leaf_count=50 79 47 91 74 46 46 63 1039 72 62 89 82 241 56 70 50 69 49 54 51 62 131 52 425 51 79 226 78 48 46 46
internal_value=0 0.000159342 0.00038835 -7.61211e-05 -0.000141081 7.61274e-05 0.000498451 -8.02107e-05 -4.01343e-05 -0.000109335 -0.000145115 0.000225139 -8.66171e-05 1.34237e-05 8.25232e-05 -0.000278747 1.31333e-05 0.000123249 0.000426746 2.39337e-05 0.00018406 0.000314242 7.5136e-05 0.000122498 3.35173e-05 -4.81543e-05 9.17291e-05 0.000264618 8.96006e-06 0.000389856 0.000142214
internal_weight=0 1334 517 2390 1679 711 155 1605 556 1513 1369 144 1280 817 663 154 593 426 103 323 244 193 524 477 484 355 276 129 98 92 92
internal_count=3724 1334 517 2390 1679 711 155 1605 556 1513 1369 144 1280 817 663 154 593 426 103 323 244 193 524 477 484 355 276 129 98 92 92
is_linear=0
shrinkage=0.0995203


Tree=7137
num_leaves=24
num_cat=0
split_feature=20 1 26 3 17 17 17 21 8 6 6 3 24 3 20 17 17 20 17 3 3 21 8
split_gain=0.00418795 0.00693868 0.0283355 0.00212409 0.00208175 0.0326833 0.00355109 0.00226035 0.0025312 0.00215296 0.00451617 0.00351445 0.00186498 0.00176684 0.00175911 0.00244437 0.00417512 0.00235044 0.00169104 0.00257588 0.00405286 0.00164088 0.0013082
threshold=-0.074014999999999984 0.066150000000000028 0.087675000000000017 0.10648500000000002 -0.011809999999999999 -0.0092949999999999994 -0.016209999999999999 -0.083919999999999995 -0.49499500000000002 -0.095814999999999997 -0.07990499999999999 0.089605000000000018 -0.070004999999999998 0.11769000000000002 -0.080094999999999986 -0.45380999999999999 0.0084900000000000028 -0.081189999999999998 -0.47196999999999995 0.10850000000000003 0.098755000000000023 0.13589500000000002 -0.082244999999999999
decision_type=2 2 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 3 -3 6 -6 9 -7 -9 11 -11 -2 -10 -14 17 -16 -17 18 -1 20 -20 22 -12
right_child=4 2 -4 -5 5 7 -8 8 12 10 21 -13 13 -15 15 16 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0004627739026160413 0.00085242225025246223 -0.00038488425097858053 0.0028715212580792096 0.00040147033528721983 -0.0027202637449816637 -0.00070971782409444493 0.0007710668209920861 -0.00063333856346850558 -0.00053412277820450685 -0.00099540098451154956 0.0001209837379335255 -0.00011279039741152998 -2.1366064066734582e-05 0.00030310343083585168 -0.0001444134736337722 0.0011651614840173642 -2.3113944044389513e-05 -0.00060087989343794246 -3.3713926102638018e-05 -0.00055489031751612141 0.00094262038823477107 0.00057350910444630007 -0.00012418649079643651
leaf_weight=82 72 67 46 69 47 50 62 65 61 48 335 75 1045 197 65 62 53 62 394 77 47 46 597
leaf_count=82 72 67 46 69 47 50 62 65 61 48 335 75 1045 197 65 62 53 62 394 77 47 46 597
internal_value=0 0.000178693 0.000736287 8.05575e-06 -5.76395e-05 -0.000137993 3.70151e-05 -5.1825e-05 -2.71808e-05 -1.08597e-06 -5.28158e-05 0.000354398 2.42908e-06 2.94406e-05 5.71954e-05 0.000333283 0.000610403 -1.66371e-05 4.23703e-05 -2.25997e-05 6.84836e-05 -5.71685e-06 -3.51836e-05
internal_weight=0 1024 182 136 2700 1465 1235 1418 1368 1173 1026 147 1303 1242 842 180 115 662 600 518 441 978 932
internal_count=3724 1024 182 136 2700 1465 1235 1418 1368 1173 1026 147 1303 1242 842 180 115 662 600 518 441 978 932
is_linear=0
shrinkage=0.0995203


Tree=7138
num_leaves=30
num_cat=0
split_feature=21 2 2 21 8 8 8 9 9 5 5 5 9 9 18 18 4 21 2 9 9 0 26 29 26 5 4 5 2
split_gain=0.00343035 0.00382986 0.0201553 0.00254079 0.00189597 0.0126561 0.00268547 0.00263398 0.00282747 0.00201669 0.0139388 0.00482721 0.0044393 0.00680275 0.00188679 0.00195537 0.00172865 0.0016866 0.00154338 0.00158311 0.00295643 0.00250727 0.00231246 0.00120841 0.00298896 0.00132876 0.00103189 0.00127166 0.000731536
threshold=0.083050000000000027 -0.079555000000000001 -0.080644999999999994 0.087235000000000021 -0.086844999999999992 -0.085764999999999994 -0.089594999999999994 0.084485000000000018 0.08597500000000001 -0.010764999999999999 -0.013050000000000001 -0.0080599999999999995 0.11408000000000003 0.10263500000000002 -0.14343999999999998 -0.071844999999999992 0.13528000000000004 0.090095000000000022 -0.081344999999999987 0.084290000000000018 0.089105000000000018 -0.080074999999999993 0.084685000000000024 -0.077709999999999987 -0.01278 -0.034484999999999995 0.11541000000000003 -0.0060949999999999997 -0.080069999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 18 -3 6 -6 16 -8 -9 10 12 -11 13 -7 -13 -16 26 -5 19 -2 22 -22 -21 -19 -25 -26 27 28 -1
right_child=1 3 -4 17 5 9 7 8 -10 11 -12 14 -14 -15 15 -17 -18 23 -20 20 21 -23 -24 24 25 -27 -28 -29 -30
leaf_value=-2.24874601321181e-05 0.00050807966525553343 0.00053662830409579145 0.0019574146432222877 -0.00047990836270507211 -0.0014851972984020626 -6.993427797855307e-05 0.0010658995445727427 -0.00040184214634464665 0.00058185340628187155 0.00088225278456691917 -0.0015870870625920726 0.00041561995428380551 -0.0008369055690736673 0.0011236579440767132 -0.00025861608385585881 9.0821595056627592e-05 -0.00047532587495273827 -0.00038232876788477956 0.00061554388393297843 -0.00076082066142880034 -0.00010339451533159002 0.00064087887926171107 0 0.00061850007527539596 -0.00019011287146197605 0.00013418440403376974 0.00045836962970354118 -0.00035028458910072493 0.0002908587563984279
leaf_weight=235 60 79 67 83 65 647 46 49 69 63 64 84 66 51 321 309 76 74 52 75 97 81 85 78 277 226 51 89 105
leaf_count=235 60 79 67 83 65 647 46 49 69 63 64 84 66 51 321 309 76 74 52 75 97 81 85 78 277 226 51 89 105
internal_value=0 0.000134356 0.000346334 0 -6.4822e-05 -0.000123201 6.94483e-05 0.000423714 0.000166432 -6.75324e-05 -0.000175808 4.67964e-05 -5.6514e-05 1.61039e-05 -2.57739e-05 -8.59258e-05 -3.35749e-05 -5.7205e-05 0.000104643 3.58351e-05 -4.55734e-05 0.000230693 -0.000358036 -2.39126e-06 4.45911e-05 -4.27773e-05 3.46636e-05 -1.37989e-05 7.18735e-05
internal_weight=0 1334 517 817 2390 1670 720 164 118 1605 828 777 764 698 714 630 556 738 450 398 338 178 160 655 581 503 480 429 340
internal_count=3724 1334 517 817 2390 1670 720 164 118 1605 828 777 764 698 714 630 556 738 450 398 338 178 160 655 581 503 480 429 340
is_linear=0
shrinkage=0.0995203


Tree=7139
num_leaves=24
num_cat=0
split_feature=20 20 5 20 26 9 20 6 6 6 7 5 18 26 17 17 17 1 6 26 5 18 3
split_gain=0.00320762 0.0074053 0.0207756 0.00231756 0.00188345 0.00471837 0.00248878 0.0022459 0.00224389 0.00889927 0.00193254 0.0017493 0.00156455 0.00153426 0.00151221 0.000981375 0.00265714 0.00211672 0.00140605 0.00219316 0.00170141 0.00119836 0.000457756
threshold=-0.077394999999999992 -0.080934999999999993 -0.11930499999999999 -0.079864999999999992 0.15583500000000003 0.11351500000000002 -0.076005000000000003 -0.55466499999999985 0.088315000000000018 0.089165000000000022 0.076760000000000023 0.26676500000000009 -0.1394 0.10393000000000002 -0.54441499999999998 -0.088525000000000006 -0.083000000000000004 -0.007069999999999999 -0.0093650000000000001 0.084355000000000027 -0.025879999999999997 0.089775000000000021 0.10556500000000002
decision_type=2 2 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 6 -6 -2 -8 10 -10 12 15 -9 -11 -13 17 -17 21 20 -20 -18 -1 -5
right_child=4 2 3 22 5 -7 7 8 9 13 -12 14 -14 -15 -16 16 18 -19 19 -21 -22 -23 -24
leaf_value=0.00022560394412699981 -0.00075477867929881013 0.002535490729464383 -0.00040212297932472964 0.00017279020229761359 0.00087586969981212517 -0.00038610940196290354 -0.00074155883268740873 0.0003496649516485098 -0.0011364313701314442 2.25720343508196e-05 -0.00052126696778276077 0 1.6521427831286379e-05 -0.00028449827143601196 0.00079727721280276249 0.00074731099693226292 -7.8723832505148367e-05 -0.00081038307446195811 -0.00070072368513366908 7.5476749702959551e-05 0.00044108644231895781 -0.00039864743239903278 0.00064410241370254609
leaf_weight=75 51 47 52 46 69 50 46 155 85 567 61 46 1483 223 50 47 193 47 69 72 91 51 48
leaf_count=75 51 47 52 46 69 50 46 155 85 567 61 46 1483 223 50 47 193 47 69 72 91 51 48
internal_value=0 0.000165504 0.000714724 0.000122979 -4.75391e-05 0.000338747 -6.50556e-05 -5.13172e-05 -3.86639e-05 -0.000168276 2.76057e-05 2.135e-05 4.85458e-05 -6.30711e-05 0.000418395 -3.64759e-05 3.63415e-05 -0.000239877 -4.03572e-05 -0.00029856 8.49527e-05 -2.05723e-05 0.000422169
internal_weight=0 934 193 146 2790 119 2671 2620 2574 875 1699 741 1638 790 96 645 472 173 425 141 284 126 94
internal_count=3724 934 193 146 2790 119 2671 2620 2574 875 1699 741 1638 790 96 645 472 173 425 141 284 126 94
is_linear=0
shrinkage=0.0995203


Tree=7140
num_leaves=21
num_cat=0
split_feature=19 1 26 23 2 3 5 5 18 5 17 17 9 2 18 8 18 2 27 6
split_gain=0.0167141 0.0029654 0.00854136 0.00232937 0.00302872 0.00397237 0.00356042 0.00243687 0.00231149 0.002952 0.0023091 0.016622 0.00395278 0.00192532 0.00188258 0.00412265 0.0029779 0.00181925 0.0017988 0.00157725
threshold=0.14107000000000006 -0.053299999999999993 -0.15514999999999998 0.086650000000000019 0.097745000000000012 0.096265000000000031 -0.41880499999999998 -0.084089999999999984 -0.120155 0.2686150000000001 -0.11491499999999999 -0.14488499999999999 0.095415000000000014 0.074365000000000028 -0.022504999999999997 -0.082584999999999992 -0.007069999999999999 0.14153500000000005 0.10530500000000002 0.17176000000000005
decision_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 13 -6 17 -8 9 -4 11 12 -10 18 15 -12 -16 -7 19 -3
right_child=-2 3 8 -5 5 6 7 -9 10 -11 14 -13 -14 -15 16 -17 -18 -19 -20 -21
leaf_value=0.0014732004876603776 -0.0018528823006427604 -4.893257561654208e-05 -0.00091794464979114761 -0.00073786799446497436 0.0011158447627789584 0.00013226789538688309 -0.0008009838977947524 0.00013241760398222081 -0.00010821791522753105 7.9931672084014842e-05 -0.00083152388366073923 0.0020548453045383937 0.00084339473978790999 -0.00062720656019789041 0.00050254049139725687 3.4954484797536958e-05 4.2022723745175097e-05 0.00096669364250769171 -0.00049972370087663092 0.00054162238144471139
leaf_weight=46 47 1516 49 47 47 62 51 58 231 70 67 49 53 61 181 281 622 48 86 46
leaf_count=46 47 1516 49 47 47 62 51 58 231 70 67 49 53 61 181 281 622 48 86 46
internal_value=0 3.57205e-05 0.000134892 -4.47515e-05 -2.78426e-05 0.000283887 0.000101601 -0.000296801 9.59765e-05 -0.00032408 0.000130212 0.000361529 6.64894e-05 -7.68412e-05 6.25775e-05 -0.000129515 0.000146845 0.000503823 -5.59729e-05 -3.1017e-05
internal_weight=0 3671 1649 2022 1975 266 219 109 1603 119 1484 333 284 1709 1151 348 803 110 1648 1562
internal_count=3718 3671 1649 2022 1975 266 219 109 1603 119 1484 333 284 1709 1151 348 803 110 1648 1562
is_linear=0
shrinkage=0.0995203


Tree=7141
num_leaves=22
num_cat=0
split_feature=17 26 28 8 2 8 8 18 18 8 6 2 18 17 8 2 6 8 6 2 1
split_gain=0.0101593 0.0125536 0.00285782 0.00171382 0.00204461 0.00163474 0.0119509 0.00312966 0.0104012 0.00262705 0.00228272 0.00279129 0.00187328 0.00638914 0.00163884 0.00144726 0.00365617 0.00510147 0.00327123 0.00129323 0.000769749
threshold=0.51734000000000024 0.089005000000000015 0.080375000000000016 -0.050299999999999997 0.12185000000000003 -0.080924999999999983 -0.080445000000000003 -0.018629999999999997 -0.026374999999999999 -0.08176499999999999 0.11596500000000003 -0.08237499999999999 -0.011569999999999999 -0.014289999999999999 -0.085764999999999994 -0.083665000000000003 -0.101065 -0.01187 -0.09416999999999999 -0.091674999999999993 -0.49056499999999997
decision_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 15 7 -7 8 9 -1 11 -8 13 -9 -14 19 17 -17 -18 20 -5
right_child=1 -3 -4 4 -6 6 10 12 -10 -11 -12 -13 14 -15 -16 16 18 -19 -20 -21 -22
leaf_value=6.1242966132827597e-05 -2.0803646317636045e-05 -0.0021161490538665149 0.00064076222359503541 0.00022297082962755908 0.00043080928267762213 0.0017189409518922085 0.0003991933407546928 -0.00023596488640659672 -0.0014637061102438329 -0.00067746350449425377 0.00059379933773978503 -0.00010093787709329518 0.00013281713512298225 0.0013138661557784601 -0.00018029542892229001 -0.0015099285648836347 0.00068114120648434754 -0.00023459081368576985 -0.00015775011144475066 0.00043719730591073024 -0.00012488376085823287
leaf_weight=402 69 49 77 82 74 48 147 53 56 54 79 443 846 51 204 46 51 102 456 67 262
leaf_count=402 69 49 77 82 74 48 147 53 56 54 79 443 846 51 204 46 51 102 456 67 262
internal_value=0 -0.000897843 4.05142e-05 2.71626e-05 -7.28299e-05 7.53414e-05 0.000201121 2.07178e-05 -0.000183459 -2.44403e-05 9.09957e-05 2.22836e-05 0.000112015 0.000516177 7.12042e-05 -0.00010856 -0.00020061 -0.000636511 -7.17499e-05 3.61467e-05 -3.95852e-05
internal_weight=0 118 3600 3523 1140 2383 717 1666 512 456 669 590 1154 104 1050 1066 655 148 507 411 344
internal_count=3718 118 3600 3523 1140 2383 717 1666 512 456 669 590 1154 104 1050 1066 655 148 507 411 344
is_linear=0
shrinkage=0.0995203


Tree=7142
num_leaves=20
num_cat=0
split_feature=19 1 26 1 1 0 0 1 9 2 9 3 23 2 0 0 2 9 3
split_gain=0.012896 0.00219145 0.00693473 0.00223804 0.00262602 0.00193675 0.0182971 0.00331809 0.0129974 0.0107993 0.00289408 0.00446668 0.00183641 0.0024276 0.0034778 0.00226849 0.00156149 0.00156001 0.00318553
threshold=0.14107000000000006 -0.053299999999999993 -0.15514999999999998 -0.047239999999999997 -0.041095 -0.080614999999999992 -0.081094999999999987 -0.083284999999999984 0.08938500000000002 -0.082830000000000001 0.097365000000000021 0.10038500000000002 0.086650000000000019 0.097745000000000012 -0.15137999999999999 -0.229625 -0.065379999999999994 0.095950000000000021 0.096595000000000028
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 -5 6 7 9 -9 -4 17 -12 13 15 -15 -6 -13 18 -7
right_child=-2 3 5 4 12 10 -8 8 -10 -11 11 16 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0013218378758996026 -0.0016282834382878892 -0.00059591563187333743 0.00010638543495826383 0.00071565303137948008 -0.00074970441305596759 -0.00021314085573820513 0.0021214847096587886 2.7121022244974698e-05 0.0017849077446046278 -0.0013142333629254412 0.0011625719799624602 -0.00035032642014666619 -0.00065186550867841998 0.00066972377809875752 -5.6379771414609122e-05 -4.6183148528201783e-05 0.00038252726741437132 -0.00058349112350987041 0.00026779365729802092
leaf_weight=46 47 69 330 47 47 434 46 256 50 63 48 57 47 115 147 1550 58 63 198
leaf_count=46 47 69 330 47 47 434 46 256 50 63 48 57 47 115 147 1550 58 63 198
internal_value=0 3.06357e-05 0.000115906 -3.85e-05 -1.83872e-05 8.07898e-05 0.000198288 7.05544e-05 0.000317017 -0.000119264 -2.02795e-05 0.00035596 -3.69174e-05 -2.09296e-05 0.000259205 -6.74005e-05 1.21683e-05 -0.000109698 -6.1173e-05
internal_weight=0 3671 1649 2022 1953 1603 745 699 306 393 858 163 1906 1859 262 1597 115 695 632
internal_count=3718 3671 1649 2022 1953 1603 745 699 306 393 858 163 1906 1859 262 1597 115 695 632
is_linear=0
shrinkage=0.0995203


Tree=7143
num_leaves=11
num_cat=0
split_feature=19 28 26 30 3 0 3 21 4 35
split_gain=0.010457 0.00256083 0.00160384 0.00301208 0.00255712 0.00156378 0.0053676 0.00148598 0.00160315 0.00108345
threshold=0.14107000000000006 0.080375000000000016 -0.23202999999999999 0.11592000000000002 0.10669500000000003 -0.23099 0.10502000000000002 0.13557500000000003 0.11496500000000003 -0.080914999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 -4 9 -9 -7
right_child=-2 -3 3 -5 -6 7 -8 8 -10 -11
leaf_value=6.1000912960536087e-05 -0.0014662364138939353 0.00060739166050179018 -0.0010715572321693993 0.0008274119367882904 -0.00092427852383379075 -0.00034317765051789033 0.0003368683022674952 -0.00075604195099546721 4.6553538687252987e-05 4.8706934652392466e-05
leaf_weight=57 47 74 53 46 46 71 53 49 46 3176
leaf_count=57 47 74 53 46 46 71 53 49 46 3176
internal_value=0 2.75868e-05 1.54311e-05 2.70594e-05 -0.000371079 1.61444e-05 -0.000359622 2.83077e-05 -0.0003588 3.98857e-05
internal_weight=0 3671 3597 3494 103 3448 106 3342 95 3247
internal_count=3718 3671 3597 3494 103 3448 106 3342 95 3247
is_linear=0
shrinkage=0.0995203


Tree=7144
num_leaves=15
num_cat=0
split_feature=1 2 2 1 5 36 3 7 9 21 5 5 7 7
split_gain=0.0105739 0.011578 0.0533846 0.0014908 0.00121186 0.00110966 0.00154334 0.00118454 0.00136237 0.00176106 0.00148773 0.00104309 0.000618574 0.000505083
threshold=-0.55579999999999996 -0.11700999999999999 -0.14091999999999996 -0.49056499999999997 -1.0000000180025095e-35 0.088355000000000031 0.0040650000000000009 0.018455000000000003 0.08622500000000001 0.093835000000000016 -0.0078499999999999976 -0.46244499999999994 0.081185000000000021 0.058975000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 11 6 -3 8 9 -8 -10 -5 -9 -13
right_child=1 5 -4 4 -6 -7 7 12 10 -11 -12 13 -14 -15
leaf_value=-0.0014670411967240538 0.00034798335603326456 -0.0004480956797376567 -0.0036149561977078205 -0.00035327478808763757 -0.0005128457113228016 0.0003910063783169238 0.00017457618438843927 -0.00057413193559877507 6.4674362204493487e-05 -0.00010196406160312324 -0.00012401109315837353 -3.6879421800824422e-05 -5.083473228149836e-05 0.00040202910243677655
leaf_weight=51 65 67 49 61 77 84 1111 46 977 283 716 50 51 48
leaf_count=51 65 67 49 61 77 84 1111 46 977 283 716 50 51 48
internal_value=0 -2.36751e-05 -0.000568338 -6.96563e-05 -0.000188153 3.32404e-05 2.37446e-05 3.39305e-05 4.49221e-05 0.000117848 -1.46406e-05 -2.57631e-05 -0.000307436 0.000169743
internal_weight=0 3685 350 301 236 3335 3251 3184 3087 1394 1693 159 97 98
internal_count=3736 3685 350 301 236 3335 3251 3184 3087 1394 1693 159 97 98
is_linear=0
shrinkage=0.0995203


Tree=7145
num_leaves=23
num_cat=0
split_feature=28 17 1 1 21 9 4 4 9 17 26 3 0 4 6 26 0 9 26 26 1 26
split_gain=0.0196765 0.00955192 0.00258694 0.0126548 0.017257 0.00146298 0.00153281 0.00171125 0.00124054 0.0032154 0.00635768 0.00454276 0.00184487 0.00374152 0.00297582 0.00172839 0.00207305 0.00725914 0.0023254 0.00189303 0.00402754 0.00257582
threshold=0.083225000000000021 -0.57205499999999987 0.031740000000000011 0.056790000000000014 0.095375000000000029 -0.25326499999999996 0.14566000000000004 0.13662500000000002 0.084835000000000022 -0.015464999999999998 0.087525000000000019 0.083875000000000019 -0.080884999999999999 0.087155000000000024 -0.095814999999999997 0.11081000000000002 -0.071484999999999993 0.10407500000000001 0.11746500000000003 0.096980000000000025 -0.082489999999999994 0.095245000000000024
decision_type=2 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 -5 7 -7 9 12 11 -11 14 -14 -3 19 18 -18 -17 21 -21 -10
right_child=-2 2 3 5 -6 6 -8 -9 15 10 -12 -13 13 -15 -16 16 17 -19 -20 20 -22 -23
leaf_value=-0.0013098076414157225 -0.0017168237830130246 0.00042798213837338115 -0.002552545951470744 -0.00053570956679095834 4.5366012361845216e-06 4.283117697769082e-05 0.00059314447491731737 -0.00057980695868958181 -2.4057711182368144e-05 -0.00062452096015877295 0.0012555381979364665 0.00035865908836953114 0.00082276182251538532 -5.1576599571417365e-05 -0.00028555712033901889 -0.00056662933124943383 0.0013592728383365828 -0.00010618340444628383 0.00025210495699976601 0.00043480669958560883 -0.00063588536444535669 0.00062310628149467924
leaf_weight=55 68 72 48 47 56 626 46 47 1251 56 67 265 71 148 284 51 58 77 105 47 127 64
leaf_count=55 68 72 48 47 56 626 46 47 1251 56 67 265 71 148 284 51 58 77 105 47 127 64
internal_value=0 -8.02449e-06 1.15657e-05 -0.00013768 -0.00116778 1.1084e-06 3.7338e-05 0 5.92007e-05 0.000150251 0.00037163 0.000184588 0 0.000228147 -0.000138946 9.48154e-06 0.00023167 0.000517356 -1.03107e-05 -3.33917e-05 -0.000341971 6.81674e-06
internal_weight=0 3668 3613 870 104 766 719 673 2743 963 388 321 575 219 356 1780 291 135 156 1489 174 1315
internal_count=3736 3668 3613 870 104 766 719 673 2743 963 388 321 575 219 356 1780 291 135 156 1489 174 1315
is_linear=0
shrinkage=0.0995203


Tree=7146
num_leaves=14
num_cat=0
split_feature=28 1 8 8 8 6 1 8 2 8 1 4 0
split_gain=0.0159548 0.00850498 0.00255264 0.0171645 0.00135753 0.0036094 0.00130908 0.00138347 0.00120228 0.000838387 0.000624905 0.00226274 0.0011527
threshold=0.083225000000000021 -0.55579999999999996 -0.10833 -0.11550499999999998 0.24853500000000003 -0.47287499999999999 -0.50290499999999982 -0.097249999999999989 -0.00479 -0.16019999999999998 0.012830000000000003 0.11541000000000003 -0.12236
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 -4 8 -8 -7 10 11 -3 -12
right_child=-2 2 4 -5 -6 6 7 -9 -10 -11 12 -13 -14
leaf_value=-0.0012964230419509825 -0.0015459650882664695 -0.00029699353931484496 -0.00067546079936604928 -0.0019920066763036396 0.00049102535463851329 6.282597311943537e-05 0.00044072859855050922 2.2878871770860968e-05 0.00076968969572280299 0.00028241087183749898 -0.00047871749019277675 0.00053717554683427077 0.0001019105190511428
leaf_weight=50 68 70 70 48 65 54 81 2903 47 87 77 59 57
leaf_count=50 68 70 70 48 65 54 81 2903 47 87 77 59 57
internal_value=0 -7.20367e-06 1.03868e-05 -0.000227077 3.99921e-05 3.04404e-05 4.6723e-05 3.44957e-05 0.000399868 1.2632e-05 -7.34978e-05 7.81798e-05 -0.000225625
internal_weight=0 3668 3618 398 3220 3155 3085 2984 101 350 263 129 134
internal_count=3736 3668 3618 398 3220 3155 3085 2984 101 350 263 129 134
is_linear=0
shrinkage=0.0995203


Tree=7147
num_leaves=17
num_cat=0
split_feature=2 2 17 18 1 2 36 2 20 1 2 21 1 1 1 4
split_gain=0.00725046 0.0445329 0.0091903 0.00130886 0.00241876 0.00137844 0.00120134 0.0012152 0.00090155 0.00254493 0.00367677 0.00170364 0.00150897 0.0032996 0.00193431 0.000293806
threshold=-0.11700999999999999 -0.14091999999999996 -0.55754499999999996 -0.13579499999999997 -0.49056499999999997 -0.19220999999999999 0.088355000000000031 0.41639000000000009 -0.073489999999999986 0.058455000000000014 -0.078289999999999985 0.11729000000000002 -0.025874999999999999 -0.018369999999999997 -0.046044999999999996 0.087155000000000024
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 8 9 11 -11 -4 14 -14 -10 -7
right_child=2 -3 6 4 5 15 -8 -9 12 10 -12 -13 13 -15 -16 -17
leaf_value=-0.00047842403787584046 -0.0013530537761630784 -0.0032447857416088334 -4.8662665560092866e-06 0.00057100079702884137 -0.0005224481504775664 -8.5861460985131087e-05 0.00039715515942498905 -0.0003585582425025361 3.0531029741661631e-05 7.4650112764830526e-05 -0.00073720693061361451 0.00053614730060387019 0.00096387568729199913 0.00012464281588678167 -0.00057108631343108279 0.0001979215567097814
leaf_weight=52 48 49 647 70 57 68 88 80 1384 104 114 63 50 735 55 72
leaf_count=52 48 49 647 70 57 68 88 80 1384 104 114 63 50 735 55 72
internal_value=0 -0.000451329 1.37532e-05 -1.96733e-05 6.66055e-05 -0.000108466 3.37608e-05 2.36131e-05 3.35726e-05 -4.83088e-05 -0.000346144 4.19862e-05 6.81071e-05 0.00017914 6.96772e-06 5.42368e-05
internal_weight=0 368 3368 319 267 197 3320 3232 3152 928 218 710 2224 785 1439 140
internal_count=3736 368 3368 319 267 197 3320 3232 3152 928 218 710 2224 785 1439 140
is_linear=0
shrinkage=0.0995203


Tree=7148
num_leaves=15
num_cat=0
split_feature=20 19 28 20 20 5 3 3 2 2 3 3 20 5
split_gain=0.0319149 0.00831203 0.00694982 0.0032225 0.0396882 0.002723 0.00453354 0.00231836 0.00219486 0.00547477 0.00482295 0.00195568 0.00177056 0.00168452
threshold=-0.41270499999999993 0.14107000000000006 0.080375000000000016 -0.080674999999999997 -0.081374999999999989 -0.47386999999999996 0.10708000000000002 0.11926500000000002 -0.084804999999999992 -0.087075 0.10850000000000003 -0.02172 -0.0088249999999999978 -0.14118999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 12 -8 9 -2 -10 -7 -5 -13
right_child=1 -3 -4 5 -6 11 7 -9 10 -11 -12 13 -14 -15
leaf_value=0.0025701268016085862 2.8527562099557617e-05 -0.0013420078160700311 0.00096546903714522043 0.00055310663173929015 -0.0027990722153706186 -0.00048975931285214164 -0.0012709959043872036 -0.00036667599113484543 0.00036856021028259075 -0.0010643038526764392 -0.00045447472402856113 0.00031110959889907915 -0.00019385920683266341 4.6537907317180235e-05
leaf_weight=48 203 46 73 57 54 62 46 82 285 58 93 268 68 2305
leaf_count=48 203 46 73 57 54 62 46 82 285 58 93 268 68 2305
internal_value=0 -1.25117e-05 4.00122e-06 -1.53701e-05 -0.000208247 3.06289e-05 -0.000280661 -0.000698062 9.41518e-06 -0.000211188 0.000163902 6.08281e-05 0.000140208 7.44135e-05
internal_weight=0 3700 3654 3581 693 2888 253 128 639 261 378 2635 125 2573
internal_count=3748 3700 3654 3581 693 2888 253 128 639 261 378 2635 125 2573
is_linear=0
shrinkage=0.0995203


Tree=7149
num_leaves=15
num_cat=0
split_feature=20 28 20 20 5 5 26 20 29 6 5 5 3 4
split_gain=0.0258795 0.00577634 0.00371006 0.0162646 0.00563479 0.02332 0.00242037 0.00273502 0.00266436 0.00220344 0.00420951 0.00207997 0.00174508 0.00170451
threshold=-0.41270499999999993 0.080375000000000016 -0.01137 -0.017315000000000001 -0.11517000000000001 -0.14653999999999998 -0.23202999999999999 -0.0088249999999999978 -0.085039999999999991 -0.015744999999999999 -0.020485 -0.50544999999999984 0.11868500000000003 0.10533000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 13 -4 -8 -9 12 -11 -10 -6 -2
right_child=1 -3 6 -5 9 -7 7 8 11 10 -12 -13 -14 -15
leaf_value=0.0023143472904375529 8.4723644288868996e-05 0.0008470161937044891 -0.00066752593240932312 -0.0017792310480710361 0.00021114131734641282 -0.0024014522288089966 0.00080473952142418829 0.00075570712162321984 -0.00045765321696973583 -0.0010552117707189031 -2.4838274865246085e-05 4.6872262531590327e-05 -0.00022283261351931425 -0.00050499397526842702
leaf_weight=48 187 76 46 59 536 51 48 51 84 47 250 2091 109 65
leaf_count=48 187 76 46 59 536 51 48 51 84 47 250 2091 109 65
internal_value=0 -1.12886e-05 -2.95142e-05 -0.000163963 -8.67585e-05 -0.000460249 4.57023e-05 6.049e-05 4.40737e-05 3.2508e-05 -0.00019065 2.70108e-05 0.000136534 -6.41376e-05
internal_weight=0 3700 3624 1304 1245 303 2320 2274 2226 942 297 2175 645 252
internal_count=3748 3700 3624 1304 1245 303 2320 2274 2226 942 297 2175 645 252
is_linear=0
shrinkage=0.0995203


Tree=7150
num_leaves=16
num_cat=0
split_feature=20 19 28 8 8 18 8 5 0 17 6 9 17 18 17
split_gain=0.0209854 0.00645983 0.00458252 0.00249351 0.0151093 0.0342777 0.0042117 0.0138374 0.00794284 0.00339386 0.0025112 0.00263309 0.00143591 0.00591337 0.00199967
threshold=-0.41270499999999993 0.14107000000000006 0.080375000000000016 -0.082244999999999999 -0.083574999999999997 -0.0073899999999999999 -0.080835000000000004 -0.0018599999999999999 -0.08317999999999999 -0.016209999999999999 -0.47287499999999999 -0.063329999999999984 -0.0064000000000000003 -0.0087699999999999983 -0.012064999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 12 9 7 8 -5 -6 -8 -12 14 -14 -2
right_child=1 -3 -4 6 5 -7 10 -9 -10 -11 11 -13 13 -15 -16
leaf_value=0.0020840230594902521 2.0046896121589633e-05 -0.0011822506564036354 0.00078509016288963213 0.00088810460494434561 0.0005968605350525106 -0.0033187838570996517 -0.00065635559033247926 0.0018323841600590212 -0.00083021991271543512 -0.00057605051780297567 0.00043187059264754356 1.1689679764861533e-06 -0.00068112087812141316 3.484176441241315e-05 0.00048473350421478667
leaf_weight=48 579 46 73 46 46 46 53 55 63 52 154 1659 142 576 110
leaf_count=48 579 46 73 46 46 46 53 55 63 52 154 1659 142 576 110
internal_value=0 -1.01872e-05 4.34386e-06 -1.13433e-05 -0.000106543 -0.00107752 6.09898e-05 0.000544696 -9.7545e-05 -1.71471e-05 1.80389e-05 3.82052e-05 -6.58607e-06 -0.000105615 9.54231e-05
internal_weight=0 3700 3654 3581 1551 144 2030 164 109 98 1866 1813 1407 718 689
internal_count=3748 3700 3654 3581 1551 144 2030 164 109 98 1866 1813 1407 718 689
is_linear=0
shrinkage=0.0995203


Tree=7151
num_leaves=26
num_cat=0
split_feature=6 8 8 3 8 5 26 8 8 2 5 5 8 26 6 18 18 18 18 3 2 6 2 18 8
split_gain=0.0174695 0.00510527 0.0212528 0.074998 0.00431953 0.0143476 0.00398107 0.0155919 0.00366449 0.00292159 0.0045805 0.00399867 0.00301733 0.00259029 0.00154767 0.00472606 0.00236796 0.00125173 0.0068555 0.00370072 0.00530337 0.00781689 0.00330548 0.00177916 0.00155751
threshold=0.23663500000000004 -0.082014999999999991 -0.083574999999999997 0.091975000000000015 -0.080835000000000004 -0.0038499999999999997 -0.15866 0.010485000000000003 0.24853500000000003 -0.071629999999999985 -0.48081999999999997 -0.54165499999999989 -0.075129999999999988 0.087745000000000031 0.091495000000000007 0.090795000000000028 0.090795000000000028 -0.022504999999999997 -0.015440000000000001 0.088115000000000013 -0.087075 -0.087825 -0.081559999999999994 -0.011039999999999999 -0.085165000000000005
decision_type=2 2 2 2 2 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 13 5 -3 7 -6 -9 14 11 -11 -12 -4 16 -16 -8 19 -19 20 -1 -22 -21 -20 -25
right_child=-2 4 3 -5 6 -7 9 8 -10 10 12 -13 -14 -15 15 -17 -18 18 23 22 21 -23 -24 24 -26
leaf_value=0.00013735914998516137 0.0018263414802031795 -0.00013036363577299917 0.00045376560336123003 -0.0045801503849651386 0.0020775380868097979 0.0020184622632337516 4.8930483887606166e-05 -0.00076777675833053223 0.00038322996673297325 0.00025426670543172915 0.001041973920320245 -0.00091837118974935888 0.00020024026554358408 -0.00040802116889699242 -0.00059143039259759093 0.00028723041909773896 -0.00046787146682419846 0.0011996100775711006 -0.00044734651760509149 0.00067476292543161966 -1.0793259869393968e-06 -0.0017320957927810265 -0.00029123957870381972 -1.8267131713491632e-05 0.00040302561636741316
leaf_weight=77 52 84 69 47 46 48 624 47 65 49 46 67 611 69 184 89 102 48 87 71 49 57 68 896 96
leaf_count=77 52 84 69 47 46 48 624 47 65 49 46 67 611 69 184 89 102 48 87 71 49 57 68 896 96
internal_value=0 -1.04187e-05 -0.000142011 -0.00114655 9.34627e-05 0.000644826 5.53287e-05 0.000534122 -9.24727e-05 1.21752e-05 0.000157858 -0.000415976 0.000260421 1.69402e-05 -9.97311e-05 -0.000301982 -2.25505e-05 -1.31929e-05 3.56403e-05 -0.000186652 -0.000481999 -0.000939632 0.000196297 -1.53809e-05 2.16779e-05
internal_weight=0 3696 1634 185 2062 132 1930 158 112 1772 773 116 657 138 999 273 726 1449 1127 322 183 106 139 1079 992
internal_count=3748 3696 1634 185 2062 132 1930 158 112 1772 773 116 657 138 999 273 726 1449 1127 322 183 106 139 1079 992
is_linear=0
shrinkage=0.0995203


Tree=7152
num_leaves=18
num_cat=0
split_feature=6 17 3 10 17 17 9 7 6 19 5 9 3 3 3 8 5
split_gain=0.00451312 0.00278856 0.00221566 0.00187406 0.00187517 0.0019402 0.00149596 0.00907069 0.0068863 0.00199346 0.00248203 0.00229669 0.00119708 0.00620284 0.00439597 0.00103296 0.000625792
threshold=0.14653500000000005 -0.031185000000000001 0.14530500000000005 0.086165000000000019 -0.040099999999999997 -0.049834999999999997 0.11408000000000003 0.081185000000000021 -0.10754999999999999 0.12213000000000003 -0.063819999999999988 0.10814500000000002 0.08785500000000003 0.08844500000000001 0.087495000000000031 -0.49499500000000002 -0.012164999999999999
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 5 12 7 9 -8 11 -11 15 14 -14 -1 -3 -2
right_child=2 6 -4 -5 -6 -7 8 -9 -10 10 -12 -13 13 -15 -16 -17 -18
leaf_value=-6.8063978726234594e-05 -0.0005194888400640779 -0.00028397731598791827 1.1855424354555109e-05 -0.0005478018684151461 -0.00060467801705386124 0.0005093973787180016 -0.0011489580962067408 0.0013945713535516179 0.00033838963415807602 6.9131526676665495e-05 0.0010686791792902273 -0.00062042244762124772 0.0010091793285804018 -4.6113938725346286e-05 -0.0010993001768121059 0.00010609072174025576 -0.0010822647553593513
leaf_weight=396 47 69 46 76 56 66 49 55 82 57 46 46 59 841 46 1673 48
leaf_count=396 47 69 46 76 56 66 49 55 82 57 46 46 59 841 46 1673 48
internal_value=0 3.60334e-05 -0.000537726 -6.51126e-05 -3.94957e-05 -1.64355e-05 0.000111423 0.000133595 -0.000211698 9.64863e-05 0.00052348 7.1431e-05 -4.29061e-05 2.21569e-05 -0.000177239 9.01703e-05 -0.000812456
internal_weight=0 3617 141 1540 1464 1408 2077 1946 131 1891 103 1788 1342 900 442 1742 95
internal_count=3758 3617 141 1540 1464 1408 2077 1946 131 1891 103 1788 1342 900 442 1742 95
is_linear=0
shrinkage=0.0995203


Tree=7153
num_leaves=20
num_cat=0
split_feature=6 17 4 0 0 9 9 7 9 21 21 3 18 18 17 18 4 8 4
split_gain=0.00365909 0.00226579 0.00225095 0.00216033 0.0046641 0.00413843 0.00202833 0.00601928 0.00237157 0.0015091 0.00174187 0.00248952 0.00135467 0.00383744 0.00393204 0.00320442 0.00212834 0.00123441 0.000964088
threshold=0.14653500000000005 -0.031185000000000001 0.09939000000000002 -0.057604999999999996 -0.066264999999999991 0.10341500000000002 0.11408000000000003 0.078745000000000023 0.10371500000000002 0.12980000000000003 0.11729000000000002 0.11339500000000001 0.089365000000000014 0.091085000000000013 -0.05543 0.014860000000000003 0.10739000000000003 -0.0032949999999999998 0.11541000000000003
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 -2 4 6 17 7 8 -3 10 12 -12 15 -14 -15 16 -1 18 -5
right_child=2 3 -4 5 -6 -7 -8 -9 -10 -11 11 -13 13 14 -16 -17 -18 -19 -20
leaf_value=-0.00010011819003360782 -0.00080227129320023863 0.00011857434902025339 0 -0.00044516402293754201 0.00097298749706653488 -0.00094797113727041762 -0.00040854014323138193 0.0012168750308610421 -0.00053249346339014319 -0.00046710816680220843 -0.00011265234741480075 0.00089335433840683084 0.00090454020377372468 0.0002111667219833176 -0.00075620888674674989 -0.00068590003962630086 0.0004830702730291834 0.00048357656256565627 9.9980844621296529e-05
leaf_weight=943 86 1602 55 52 64 54 72 49 57 85 48 47 52 153 57 89 66 47 80
leaf_count=943 86 1602 55 52 64 54 72 49 57 85 48 47 52 153 57 89 66 47 80
internal_value=0 3.24023e-05 -0.000484211 0.000100373 0.000136707 -0.000183664 0.000106178 0.000128355 9.57115e-05 -5.87383e-05 -3.4319e-05 0.000376439 -6.36137e-05 0.000138323 -4.75085e-05 -0.000112545 -6.11597e-05 4.23354e-05 -0.000108572
internal_weight=0 3617 141 2077 1844 233 1780 1708 1659 1540 1455 95 1360 262 210 1098 1009 179 132
internal_count=3758 3617 141 2077 1844 233 1780 1708 1659 1540 1455 95 1360 262 210 1098 1009 179 132
is_linear=0
shrinkage=0.0995203


Tree=7154
num_leaves=14
num_cat=0
split_feature=20 2 17 17 8 8 18 20 17 17 21 21 26
split_gain=0.0029615 0.00275422 0.00193755 0.00193064 0.00175146 0.00217481 0.0021965 0.00170931 0.00117492 0.00163674 0.00146807 0.00293961 0.000964533
threshold=-0.25378999999999996 -0.24206999999999998 -0.065004999999999993 -0.069799999999999987 0.15415000000000004 0.041960000000000011 -0.060544999999999995 -0.088774999999999993 -0.053765 -0.043894999999999997 -0.079279999999999989 -0.085204999999999989 0.15583500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -7 -3 -4 -10 11 -11 -12
right_child=1 2 8 -5 -6 6 -8 -9 9 10 12 -13 -14
leaf_value=-0.00063404914034032099 -0.00072437985487997826 -0.00041568332976999606 0.00057977883027134612 -0.00056223378423880105 -0.00055181241733013404 -1.942876980130834e-06 0.00091538108606155062 -3.3619115152019876e-06 -0.00048718161529504055 5.24663999776342e-05 5.1957502773656357e-05 0.00087077661892709835 0.00041097386513780717
leaf_weight=69 48 111 48 72 61 51 49 1010 49 121 1921 70 78
leaf_count=69 48 111 48 72 61 51 49 1010 49 121 1921 70 78
internal_value=0 2.37994e-05 3.38876e-05 -6.01027e-05 -3.12633e-05 -4.58673e-06 0.00043936 -4.49197e-05 8.98918e-05 7.90239e-05 9.20662e-05 0.000356657 6.63757e-05
internal_weight=0 3689 3641 1354 1282 1221 100 1121 2287 2239 2190 191 1999
internal_count=3758 3689 3641 1354 1282 1221 100 1121 2287 2239 2190 191 1999
is_linear=0
shrinkage=0.0995203


Tree=7155
num_leaves=9
num_cat=0
split_feature=6 2 17 29 30 24 8 17
split_gain=0.00245478 0.00234614 0.00209728 0.00134433 0.0015652 0.0023298 0.00192348 0.00202339
threshold=0.14653500000000005 -0.24206999999999998 -0.088525000000000006 0.097705000000000028 0.10721500000000002 -0.069879999999999984 -0.51030999999999993 -0.0017249999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -3 -7 -8
right_child=2 3 -4 -5 -6 6 7 -9
leaf_value=-0.00067128772567344203 -0.00089311908016635375 -0.00065752474488040404 -8.8466461696511781e-05 -0.00035651804379535689 0.00059938553956531964 0.00067359982403318206 -2.7608344438347426e-05 0.00012911698499456326
leaf_weight=47 53 47 88 84 50 48 1941 1400
leaf_count=47 53 47 88 84 50 48 1941 1400
internal_value=0 2.63863e-05 -0.000396731 3.58006e-05 4.54889e-05 3.71905e-05 4.70666e-05 3.78202e-05
internal_weight=0 3617 141 3570 3486 3436 3389 3341
internal_count=3758 3617 141 3570 3486 3436 3389 3341
is_linear=0
shrinkage=0.0995203


Tree=7156
num_leaves=30
num_cat=0
split_feature=17 17 6 1 3 3 1 1 9 3 20 6 6 6 1 1 10 0 1 3 3 1 17 17 8 17 24 8 4
split_gain=0.00432029 0.0153573 0.0223415 0.00328793 0.00983522 0.0298246 0.00266866 0.00234184 0.00192095 0.00190822 0.00187514 0.00230183 0.00469276 0.00369651 0.0030401 0.00253275 0.00161219 0.00259556 0.00314728 0.00263928 0.00633047 0.00261076 0.00456429 0.00219061 0.00214185 0.00130296 0.00127806 0.00117364 0.00101172
threshold=-0.12118 -0.16408999999999999 0.087765000000000024 -0.085739999999999997 0.084895000000000012 0.083875000000000019 -0.084759999999999988 -0.087944999999999995 0.08203000000000002 0.088385000000000033 -0.24910499999999999 0.095080000000000012 0.090710000000000027 0.098855000000000012 -0.073104999999999989 -0.077774999999999997 0.086165000000000019 -0.068189999999999987 0.058455000000000014 0.10871500000000002 0.097880000000000023 -0.049499999999999995 -0.52615499999999993 -0.55026999999999993 -0.080724999999999991 -0.040099999999999997 0.084270000000000025 -0.081324999999999995 0.081905000000000019
decision_type=2 2 2 2 2 2 2 2 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 8 4 5 -2 -5 9 -3 27 -8 12 26 -13 -15 -14 17 19 21 20 24 23 -23 -19 -1 -11 -12 -6 -27
right_child=3 2 -4 6 7 -7 10 -9 -10 25 11 13 15 14 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 28 -28 -29 -30
leaf_value=6.7666208864786807e-05 0.00013089666119775256 0.00071967698948719805 0.0026785144911674855 0.0006812558992515496 8.2379504612305031e-05 -0.0028931808298142269 -0.00063596944054375708 -0.00065092102011415746 -5.4026762840752481e-05 -0.00039444057482772711 -3.3874084283765813e-05 0.00080115019108107526 -0.00098144029227306825 -0.00068952004220660236 0.00019361995954726344 -6.7876573198145604e-05 -0.0005146199866472124 0.0006062489413936941 -0.00036078101921372047 -0.00069978309968118815 0.0010469948537675242 0.00011567551040634445 0.0015231750602313439 -0.00025068525658180696 -0.00052913357233256306 0.00039519393899348524 0.00047106793989881214 0.00081182598356973517 -0.00016806957556096501
leaf_weight=116 84 54 55 53 46 52 50 50 73 81 1712 82 81 47 214 51 61 52 63 71 46 47 47 67 118 64 51 47 60
leaf_count=116 84 54 55 53 46 52 50 50 73 81 1712 82 81 47 214 51 61 52 63 71 46 47 47 67 118 64 51 47 60
internal_value=0 0.00018823 0.0010013 -6.53767e-05 -0.000301599 -0.00101935 -1.61883e-05 -1.8746e-05 0.000268504 8.45767e-05 -3.27019e-05 -1.88583e-05 -6.21346e-05 0.000217847 3.14505e-05 -0.000634674 -2.56667e-05 2.05974e-05 0.000250094 -0.000157529 -1.71051e-05 0.000434618 0.000828134 0.000116894 -0.000229786 -8.16656e-05 -1.88028e-05 0.000459827 0.000116045
internal_weight=0 870 182 2825 484 136 2341 348 127 298 2288 2238 1895 343 261 132 688 627 276 351 280 213 94 119 234 205 1763 93 124
internal_count=3695 870 182 2825 484 136 2341 348 127 298 2288 2238 1895 343 261 132 688 627 276 351 280 213 94 119 234 205 1763 93 124
is_linear=0
shrinkage=0.0995203


Tree=7157
num_leaves=33
num_cat=0
split_feature=5 5 5 3 5 20 1 8 5 0 20 20 9 9 20 20 20 6 6 0 17 5 8 10 8 17 8 0 0 6 5 20
split_gain=0.00472573 0.0448239 0.00425942 0.00999522 0.00321746 0.00227808 0.00308217 0.00257005 0.00468368 0.00404633 0.00254455 0.00207252 0.00351939 0.00460278 0.00427661 0.0028151 0.00271299 0.00219478 0.00290611 0.00263922 0.00215588 0.0038874 0.00197361 0.00147435 0.00154777 0.00396943 0.00356602 0.00306299 0.0035214 0.00233884 0.00310151 0.00101501
threshold=0.063170000000000018 0.066815000000000027 -0.0087549999999999989 0.08400500000000001 -0.010074999999999999 -0.0081349999999999981 -0.011714999999999998 -0.022279999999999998 -0.0065700000000000003 -0.081909999999999997 -0.080094999999999986 -0.042414999999999994 0.089605000000000018 0.083925000000000013 -0.066104999999999983 -0.013254999999999999 -0.085594999999999991 0.095080000000000012 0.092120000000000021 -0.080614999999999992 0.033280000000000011 -0.11930499999999999 -0.068549999999999986 0.086165000000000019 -0.073999999999999996 -0.55286000000000002 -0.080724999999999991 -0.081674999999999984 -0.040384999999999997 -0.074569999999999984 0.27608500000000008 -0.082220000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 6 10 8 -7 -10 -5 12 13 14 -1 -13 -15 18 -17 -19 21 -14 -22 24 26 -26 27 -3 -29 -27 -31 -8
right_child=1 23 3 5 -6 7 31 -9 9 -11 -12 15 20 16 -16 17 -18 19 -20 -21 22 -23 -24 -25 25 29 -28 28 -30 30 -32 -33
leaf_value=-0.00010732517231987044 0.0030042711869553633 -0.00035009711686501626 -0.0015126411014182988 0 0.00068565567873949838 -0.0010863031133279918 4.4533126537198026e-05 -0.00096683259080242189 0.00047365447372929321 -0.00029321402731792058 0.0010597972128880339 0.00075675984423768917 -2.9645416888153771e-05 0.00088591122914495038 -0.0011573546689712523 8.4873839190993689e-06 0.00010928990154726573 -0.00014356009298814452 -0.00063652120602541182 0.00056702082241105311 -0.0006337893650747642 -0.0011965693069757144 0.00022747198797728435 -0.00046054454103328009 0.00091992774480798988 0.00065722440437447041 -0.00070327771841397413 0.001109485013369783 -4.3776465368883913e-05 0.00027644848963031681 -0.00032674221686356751 -0.00058507989669949597
leaf_weight=224 53 83 60 46 66 51 48 50 98 222 46 54 47 60 47 1032 186 79 74 142 46 77 60 60 60 54 78 46 58 156 183 49
leaf_count=224 53 83 60 46 66 51 48 50 98 222 46 54 47 60 47 1032 186 79 74 142 46 77 60 60 60 54 78 46 58 156 183 49
internal_value=0 0.000203823 -6.57204e-05 -0.00028535 9.76615e-07 -0.000163291 0.000120694 -0.000292725 -0.000199668 -5.58023e-05 0.000536332 -1.98741e-05 -0.000153692 -7.99864e-06 -0.000292455 5.19169e-05 0.000302038 2.26175e-05 -3.39286e-05 0.000309308 -0.000477625 -0.00076087 -0.00013856 1.19943e-05 5.26224e-05 0.000165202 -0.000136736 9.51978e-05 0.000458449 4.78939e-05 -4.67529e-05 -0.00026508
internal_weight=0 831 2864 670 2194 610 189 421 371 320 92 2128 747 517 271 1381 246 1327 1106 221 230 124 106 778 718 453 265 187 104 393 339 97
internal_count=3695 831 2864 670 2194 610 189 421 371 320 92 2128 747 517 271 1381 246 1327 1106 221 230 124 106 778 718 453 265 187 104 393 339 97
is_linear=0
shrinkage=0.0995203


Tree=7158
num_leaves=23
num_cat=0
split_feature=5 5 18 6 26 26 5 3 5 5 5 26 3 26 6 5 26 18 26 3 3 5
split_gain=0.00382916 0.0363487 0.0034641 0.0135102 0.00245045 0.00316919 0.00306019 0.00325022 0.00190446 0.00263821 0.00158729 0.00171083 0.00443941 0.00409338 0.00723709 0.00640394 0.00537897 0.00418042 0.00255626 0.0022884 0.00118787 0.000943137
threshold=0.063170000000000018 0.066815000000000027 -0.095364999999999991 0.082060000000000022 0.096980000000000025 0.11575500000000001 0.11083500000000003 0.08511500000000001 0.62931500000000018 0.22078000000000006 0.054660000000000007 0.11928500000000002 0.10325000000000002 0.096685000000000021 0.095080000000000012 -0.061665000000000005 0.09474500000000001 0.090795000000000028 0.091195000000000012 0.095630000000000021 0.12551500000000002 -0.012704999999999999
decision_type=2 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 21 6 -6 -3 -8 9 -9 11 13 19 16 17 -16 18 -15 -4 -13 -14 -1
right_child=1 4 10 -5 5 -7 7 8 -10 -11 -12 12 20 14 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00020744046204818794 0.0027052855434352668 -0.00075345854543025547 -5.3340455119273588e-05 -0.0019452583742869249 0.0010205749254776789 -8.7371197541623847e-06 0.00080740134576260802 0.00035377755114825946 0.00041175531232383257 -0.0002460674017412712 -0.00051593458151959009 -0.00030822419448253615 0.00054406827366830816 0.00035734010327490907 0.00026257495746402902 0.0018473905336598504 -0.0010369138109327452 -0.00057542336275153685 0.00035681248592332428 -0.0012542187135022723 -0.00015382091714553127 0.00039316475316104985
leaf_weight=48 53 58 1928 46 51 67 46 88 72 396 66 60 48 122 55 49 53 78 163 48 46 54
leaf_count=48 53 58 1928 46 51 67 46 88 72 396 66 60 48 122 55 49 53 78 163 48 46 54
internal_value=0 0.00018344 -5.91878e-05 -0.000528434 1.05912e-05 0.000429198 -6.30102e-05 2.15161e-06 -6.29975e-05 -0.000135313 -3.33162e-05 -2.09874e-05 -0.000299382 1.65028e-06 0.000343733 0.00101714 -4.64722e-05 -2.34457e-06 -2.09762e-05 -0.000736246 0.000193839 0.000102501
internal_weight=0 831 2864 148 778 118 660 602 556 484 2716 2650 202 2448 304 104 2144 200 2091 108 94 102
internal_count=3695 831 2864 148 778 118 660 602 556 484 2716 2650 202 2448 304 104 2144 200 2091 108 94 102
is_linear=0
shrinkage=0.0995203


Tree=7159
num_leaves=23
num_cat=0
split_feature=17 17 5 18 18 4 6 17 17 5 19 0 21 21 3 18 6 1 17 1 17 0
split_gain=0.00328724 0.0117736 0.0357486 0.00553382 0.0173098 0.00230872 0.00195313 0.00178479 0.00452493 0.00165167 0.00358305 0.00340682 0.00139779 0.00223015 0.00271779 0.00221125 0.00169901 0.00385686 0.00137239 0.00282111 0.00266103 0.000929238
threshold=-0.12118 -0.16408999999999999 0.063170000000000018 -0.092084999999999986 -0.096219999999999986 0.079660000000000022 0.085120000000000015 -0.096019999999999994 -0.089699999999999988 0.11083500000000003 0.094675000000000023 -0.082794999999999994 0.090830000000000022 0.086690000000000017 0.08785500000000003 -0.080424999999999996 -0.104035 0.054560000000000004 -0.56368999999999991 -0.49056499999999997 -0.54604999999999992 -0.1021
decision_type=2 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 -2 -3 -5 -9 11 18 -1 13 15 -15 -10 21 -18 -11 -20 -21 -14
right_child=3 2 -4 7 -6 -7 -8 8 12 10 -12 -13 16 14 -16 -17 17 -19 19 20 -22 -23
leaf_value=0.00011083582028140697 0.0003370039100270909 0.00033892484835044935 0.0032754771377111699 0.00045507949769820936 -0.0019768319975873999 -0.00045380076757500656 -0.00045202596452250418 -0.00091573620497825692 -0.00029076868415033833 -0.00054516399393784445 0.00086565775514587393 -0.0010293942038846989 0.00019295676219825505 -0.00016767449595368676 0.00075309385160801548 4.2410995210079747e-05 -8.5502428509195923e-05 -0.00085969330604658274 0.0007426601137959267 -0.00064382542976528661 4.0015326351260464e-05 -0.00022619656598500584
leaf_weight=57 91 89 46 77 60 61 47 56 226 47 48 46 159 48 87 1553 242 88 48 66 376 77
leaf_count=57 91 89 46 77 60 61 47 56 226 47 48 46 159 48 87 1553 242 88 48 66 376 77
internal_value=0 0.000164948 0.000876874 -5.62698e-05 -0.000545399 1.42558e-05 5.95622e-05 -1.62721e-05 -3.09065e-05 -2.2191e-05 4.12476e-05 -0.000390446 -1.05963e-05 2.96775e-05 0.000419646 0 -0.000148234 -0.000294434 -3.09183e-05 1.67367e-05 -6.02446e-05 5.27303e-05
internal_weight=0 870 182 2825 212 152 136 2613 2536 688 585 103 2480 1914 135 1779 566 330 537 490 442 236
internal_count=3695 870 182 2825 212 152 136 2613 2536 688 585 103 2480 1914 135 1779 566 330 537 490 442 236
is_linear=0
shrinkage=0.0995203


Tree=7160
num_leaves=16
num_cat=0
split_feature=2 19 2 7 3 2 9 9 8 17 17 6 9 1 8
split_gain=0.00269159 0.00187459 0.00111063 0.00187832 0.00210455 0.00289904 0.00140436 0.00667569 0.00537321 0.00121709 0.00156408 0.000806762 0.00157487 0.00110069 0.000803437
threshold=-0.24151999999999998 0.14061500000000002 -0.097424999999999998 0.081390000000000018 0.088385000000000033 -0.14091999999999996 0.11351500000000002 0.11891000000000003 0.10228000000000002 -0.55286000000000002 -0.09744499999999999 -0.0079349999999999993 0.091965000000000033 0.0015850000000000003 -0.049139999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -8 9 -4 -11 13 -13 -6 -9
right_child=1 -3 6 -5 11 -7 7 14 -10 10 -12 12 -14 -15 -16
leaf_value=-0.0005818168018753879 0.00013851060233928603 0.00059590417161713052 0.0003854499567872756 -0.0003616904174613905 -0.0005269381953631327 0.0011041861741715845 -0.0012378986715224092 0.00031582604821995153 0.001022823939829268 -0.00019662358443819651 -1.9613305164231768e-05 -0.00014388247069472158 0.0006338376482642468 0.00012772632372314913 -0.00016146912178359736
leaf_weight=87 79 48 62 64 48 53 55 64 47 637 2271 53 48 51 75
leaf_count=87 79 48 62 64 48 53 55 64 47 637 2271 53 48 51 75
internal_value=0 -2.11289e-05 -2.9567e-05 0.00012711 0.000223802 0.000532446 -4.91442e-05 -0.000309184 -3.21517e-05 -4.91223e-05 -5.86691e-05 1.60041e-05 0.000217622 -0.000181418 5.24033e-05
internal_weight=0 3655 3607 396 332 132 3211 194 3017 2970 2908 200 101 99 139
internal_count=3742 3655 3607 396 332 132 3211 194 3017 2970 2908 200 101 99 139
is_linear=0
shrinkage=0.0995203


Tree=7161
num_leaves=28
num_cat=0
split_feature=5 19 18 26 3 6 1 0 2 0 9 26 6 5 26 1 26 9 6 1 1 4 1 0 2 9 5
split_gain=0.00498178 0.00150434 0.00154049 0.00199292 0.00503569 0.00452956 0.0035535 0.00324131 0.00302306 0.0026347 0.00213819 0.00400388 0.00195927 0.00272656 0.00248992 0.00161471 0.0023371 0.00324212 0.00534091 0.00292414 0.00164184 0.00217604 0.00228685 0.00157905 0.00110486 0.00199734 0.00111331
threshold=0.63455500000000009 0.14061500000000002 -0.011835 0.086095000000000019 0.089655000000000026 0.087075000000000027 -0.089819999999999997 -0.064859999999999987 0.10003000000000002 0.048265000000000009 0.088710000000000025 0.090385000000000021 -0.0087049999999999992 -0.0087549999999999989 0.084685000000000024 -0.0040349999999999995 -0.15514999999999998 0.096305000000000016 0.098855000000000012 -0.010395 0.0049450000000000015 0.085830000000000017 -0.00050999999999999993 -0.084269999999999998 -0.08385999999999999 0.11351500000000002 -0.43873000000000001
decision_type=2 2 2 2 2 2 2 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 23 -7 12 9 -9 -6 -12 14 -14 -1 16 -4 19 -19 -18 21 22 -17 -5 26 -26 -22
right_child=-2 -3 15 4 10 6 -8 8 -10 -11 11 -13 13 -15 -16 20 17 18 -20 -21 24 -23 -24 -25 25 -27 -28
leaf_value=-0.000158566775203413 -0.00093843424600933349 0.00053659985048382704 -0.00057221736320817705 0.00028981335270624977 0.00049526424926527686 -0.00022077140837782407 -0.0012069536580860472 -0.0010442875071935171 0.00028904622925028986 -0.0001383225032274481 -0.00096120927766810561 2.7468340000656575e-06 0.00088099070064531293 0.00013778493925559651 0.00061271834123450641 -0.00062997197996200922 1.0076544844082746e-05 0.0011189579169442977 -8.1232659987320489e-05 0.00056357825398921694 0.00043120406072149475 -0.00093721821291318868 0.00029679403714787567 -0.00048349455491386643 4.6624210299196232e-06 -0.0004955297274880831 -0.00012641124662133733
leaf_weight=265 59 48 47 60 68 57 111 67 51 65 48 370 67 195 49 47 841 81 65 107 100 46 59 46 580 91 52
leaf_count=265 59 48 47 60 68 57 111 67 51 65 48 370 67 195 49 47 841 81 65 107 100 46 59 46 580 91 52
internal_value=0 -1.61798e-05 -2.37045e-05 -0.000100298 -0.000214278 -0.000555571 -0.000877229 1.27544e-05 -0.000350912 -0.00060437 -2.0178e-05 -0.000105988 0.000129716 0.000330966 -3.55998e-05 3.08922e-05 0.000111515 0.000141637 0.00057902 7.34134e-05 -6.26174e-05 -0.000363223 -0.000106408 -3.80503e-05 -6.10372e-06 -6.19529e-05 0.000235055
internal_weight=0 3683 3635 1519 760 274 168 759 183 132 486 418 576 262 314 2116 1141 1094 146 948 975 152 106 106 823 671 152
internal_count=3742 3683 3635 1519 760 274 168 759 183 132 486 418 576 262 314 2116 1141 1094 146 948 975 152 106 106 823 671 152
is_linear=0
shrinkage=0.0995203


Tree=7162
num_leaves=15
num_cat=0
split_feature=5 18 2 0 20 7 3 3 26 26 9 8 20 2
split_gain=0.00403953 0.00129776 0.00139549 0.00121632 0.00111276 0.00176355 0.00115577 0.00178101 0.0014852 0.00255346 0.00192622 0.000986127 0.000970993 0.000806302
threshold=0.63455500000000009 0.14994000000000005 -0.055654999999999996 -0.082284999999999983 0.10337500000000002 -0.074334999999999998 0.13547000000000003 0.14166500000000004 0.086685000000000026 0.090545000000000028 0.10341500000000002 -0.080924999999999983 -0.034144999999999995 0.0066850000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 8 -8 10 -10 -7 -6 -9 -13
right_child=-2 2 -4 -5 11 6 7 12 9 -11 -12 13 -14 -15
leaf_value=-0.00062897652445337282 -0.00084504112108080265 0.00033595837574356817 0.00061123007492940484 -0.00033000135301938089 -3.6457278213726193e-05 1.8459138097746208e-05 -0.00078974811390907819 0.00023369200977865583 -0.00025396114189926288 1.3040204909872496e-05 0.00044570625418980579 0.00069866073742081022 -0.00029772835996473259 0.00012160266324886336
leaf_weight=50 59 59 66 50 85 1474 49 55 572 920 113 51 86 53
leaf_count=50 59 59 66 50 85 1474 49 55 572 920 113 51 86 53
internal_value=0 -1.45254e-05 0.000249501 2.29619e-05 -2.793e-05 -4.15109e-05 -3.22751e-05 -0.000270786 -1.72911e-05 -8.87736e-05 4.93965e-05 0.000206232 -8.46309e-05 0.000412455
internal_weight=0 3683 175 109 3508 3319 3269 190 3079 1492 1587 189 141 104
internal_count=3742 3683 175 109 3508 3319 3269 190 3079 1492 1587 189 141 104
is_linear=0
shrinkage=0.0995203


Tree=7163
num_leaves=21
num_cat=0
split_feature=5 18 2 18 20 3 3 20 20 6 18 9 20 9 26 26 9 5 20 26
split_gain=0.00327568 0.00118497 0.00202897 0.00447209 0.00253433 0.00336326 0.00351807 0.00221031 0.0028997 0.00176682 0.00159946 0.00120068 0.00348677 0.00424094 0.00975507 0.00471346 0.00167096 0.00132445 0.00176208 0.000967338
threshold=0.63455500000000009 -0.025879999999999997 -0.097424999999999998 -0.037059999999999989 -0.0094199999999999996 0.08511500000000001 0.090765000000000026 -0.065649999999999986 -0.076664999999999997 0.031195000000000007 -0.020999999999999998 0.096305000000000016 -0.077299999999999994 0.11351500000000002 0.11861500000000001 0.11790500000000002 0.09518500000000002 0.23074000000000006 -0.15498999999999999 -0.0098899999999999995
decision_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 7 -6 -7 8 -4 19 -3 16 -13 14 -14 -15 17 18 -12 -1
right_child=-2 10 3 -5 5 6 -8 -9 -10 -11 11 12 13 15 -16 -17 -18 -19 -20 -21
leaf_value=0.00028651397099812843 -0.00076094240470591062 0.00061083106519895392 0.00011654334776319748 -0.00094689332732556691 0.00038368381154898497 -0.00059681840643419862 -8.4899198554935624e-05 0.0006735955564068141 -0.00063833627618548223 0.00064080749165041707 -0.00059030963008270998 -0.00048358597833167264 0.00015217437909138647 0.00042174526366747767 0.0017012072604737807 -0.00068307067830024988 -0.0005725198339652126 0.00037186127880556357 -1.6097963485531916e-06 -0.00028825153052972714
leaf_weight=56 59 46 345 64 79 237 313 56 59 64 52 67 142 81 57 72 52 90 1691 60
leaf_count=56 59 46 345 64 79 237 313 56 59 64 52 67 142 81 57 72 52 90 1691 60
internal_value=0 -1.30135e-05 -8.8119e-05 -0.000137071 -8.87262e-05 -0.000218932 -0.000306978 8.75369e-05 4.27466e-06 0.000220897 2.92406e-05 1.72737e-05 0.000169827 0.000296524 0.000599981 -9.28177e-05 -1.62018e-05 0 -1.96425e-05 -3.72141e-06
internal_weight=0 3683 1333 1153 1089 629 550 460 404 180 2350 2304 419 352 199 153 1885 1833 1743 116
internal_count=3742 3683 1333 1153 1089 629 550 460 404 180 2350 2304 419 352 199 153 1885 1833 1743 116
is_linear=0
shrinkage=0.0995203


Tree=7164
num_leaves=25
num_cat=0
split_feature=28 17 2 17 26 3 20 4 0 19 3 3 0 0 2 2 2 2 26 20 26 5 20 3
split_gain=0.0101701 0.00349836 0.0176421 0.0441496 0.00208013 0.00197876 0.00274342 0.00360915 0.0045328 0.0028284 0.00268259 0.00310279 0.00241982 0.00566526 0.00197328 0.00327284 0.00249668 0.00200009 0.00198888 0.0019275 0.00152455 0.0014803 0.00144927 0.00134925
threshold=0.080375000000000016 1.0000000180025095e-35 -0.086169999999999983 0.08741500000000002 0.083760000000000015 0.10807500000000002 -0.077044999999999988 0.10845500000000002 -0.068899999999999989 0.0069650000000000016 0.10583000000000002 0.10377500000000002 -0.080674999999999983 -0.079805000000000001 -0.079954999999999984 -0.078454999999999983 -0.081344999999999987 -0.07725499999999999 0.088245000000000032 -0.058504999999999995 0.11880500000000002 -0.072535000000000002 -0.01137 0.11308000000000003
decision_type=2 2 2 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 -5 10 7 8 -7 19 11 12 22 -14 16 -16 18 -17 21 -8 -19 -4 -1 -21
right_child=-2 2 14 4 -6 6 9 -9 -10 -11 -12 -13 13 -15 15 17 -18 20 -20 23 -22 -23 -24 -25
leaf_value=-8.680342775633189e-05 -0.001194945029772377 -0.0037456020851007973 -8.3441515390475011e-05 -0.00062810844072493067 0.00013755709825256384 0.0014953288039115779 0.00062842300297717376 -0.0001698114156253508 0.0002919926743081264 -0.00066863162097103527 -0.0006260088613902824 0.00072684074146685631 -0.0010691698649108647 -7.9867127708171145e-05 -0.0007683645196843175 0.00056433450033135512 0.00068473184780580446 -0.00014210215218886735 -0.00038337705412826276 0.00043063512253764834 0.00033649054293064749 0.0006850580576988779 0.00014198394756577014 -5.4561319944825158e-05
leaf_weight=434 77 46 46 61 80 53 65 55 80 49 71 56 65 510 65 52 81 508 72 70 75 50 732 293
leaf_count=434 77 46 46 61 80 53 65 55 80 49 71 56 65 510 65 52 81 508 72 70 75 50 732 293
internal_value=0 -3.8675e-05 -0.000183876 -0.00106742 -0.000187883 2.61213e-05 0.000173707 0.000496129 0.000777673 4.49139e-05 -2.59802e-05 -1.81728e-06 -2.57251e-05 -0.000193125 -8.91044e-06 -9.53297e-05 0.000230748 -2.51471e-05 6.9893e-06 0.000128518 -7.91294e-05 0.000308291 5.61243e-05 3.67476e-05
internal_weight=0 3669 1136 187 141 2533 665 188 133 477 1868 1797 1741 575 949 700 249 635 168 428 583 96 1166 363
internal_count=3746 3669 1136 187 141 2533 665 188 133 477 1868 1797 1741 575 949 700 249 635 168 428 583 96 1166 363
is_linear=0
shrinkage=0.0995203


Tree=7165
num_leaves=30
num_cat=0
split_feature=28 3 2 2 1 1 0 8 8 8 26 2 8 1 3 2 17 9 8 3 3 5 3 9 26 26 17 1 10
split_gain=0.00824528 0.00298386 0.0039519 0.0185849 0.00592477 0.0113011 0.0104544 0.00282697 0.00315227 0.00403612 0.00349671 0.00346614 0.0030771 0.00371356 0.0111225 0.0036517 0.00240744 0.00209755 0.00435567 0.00195327 0.00161248 0.00307058 0.00258951 0.00236229 0.00853498 0.00565652 0.00188237 0.000811056 0.000767466
threshold=0.080375000000000016 0.10293500000000001 -0.086169999999999983 -0.086440000000000003 -0.090939999999999993 -0.10771499999999999 -0.081604999999999997 -0.078844999999999985 -0.080724999999999991 -0.081669999999999993 0.089150000000000021 -0.084869999999999987 -0.052214999999999998 -0.083284999999999984 0.089895000000000017 -0.075899999999999995 -0.036600000000000001 0.083715000000000026 -0.085089999999999985 0.09940000000000003 0.10583000000000002 -0.031929999999999993 0.10726500000000001 0.11408000000000003 0.12236500000000003 0.12753500000000004 -0.081244999999999998 -0.0068249999999999995 0.076775000000000024
decision_type=2 2 2 2 2 2 2 2 2 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 28 -7 8 9 11 -10 -4 13 -9 -15 16 -14 -6 -19 -17 21 -3 -22 24 26 27 -24 -25 -1
right_child=-2 20 7 -5 17 6 -8 12 10 -11 -12 -13 15 14 -16 19 -18 18 -20 -21 22 -23 23 25 -26 -27 -28 -29 -30
leaf_value=0.00015122537451598612 -0.0010760238293799748 -1.9912974536543987e-05 0.00064463616669766205 -0.0021669384936379432 0.00055015529326237508 -0.00032778197164868596 -0.0024729827744504615 -0.0011305586126651274 1.8457139660687003e-05 -0.00081089996496861545 0.0012572059707703349 1.4952594391718103e-05 6.4618844925375322e-05 0.0010324617003290429 -0.00056381407595828225 -5.2442402183932991e-05 0.0010664942791296546 -0.00073146077128463075 0.0001687652074075701 -0.00075116119058313854 -0.00051481874222611542 0.00097591116121971129 0.00027503216098168787 -0.00010029890301867372 0.0014587212592691542 -0.0011487062159360381 -4.6822144176907622e-05 0.0004766059725354774 -0.0002884188118052486
leaf_weight=96 77 63 97 49 78 46 46 57 47 53 46 836 53 54 213 313 46 68 244 46 72 57 307 47 48 48 427 46 66
leaf_count=96 77 63 97 49 78 46 46 57 47 53 46 836 53 54 213 313 46 68 244 46 72 57 307 47 48 48 427 46 66
internal_value=0 -3.48483e-05 -9.43139e-05 -0.000297259 -0.00015373 -0.000528236 -0.00140928 -1.83011e-05 8.56243e-05 3.25075e-05 0.000639974 8.12955e-05 -0.000162744 -0.000397473 -0.000237906 1.52192e-06 0.000538406 8.80807e-05 -2.48142e-05 -0.000144252 0.000100628 0.000446282 5.81188e-05 0.000103699 0.000171944 -0.000268994 8.66801e-05 0.00017625 -2.28357e-05
internal_weight=0 3669 2554 693 644 254 92 1861 1079 986 93 933 782 324 267 458 99 390 312 359 1115 120 995 923 782 141 734 93 162
internal_count=3746 3669 2554 693 644 254 92 1861 1079 986 93 933 782 324 267 458 99 390 312 359 1115 120 995 923 782 141 734 93 162
is_linear=0
shrinkage=0.0995203


Tree=7166
num_leaves=30
num_cat=0
split_feature=18 17 2 3 9 3 6 0 17 3 18 0 3 20 9 17 9 9 9 9 17 18 1 1 27 19 19 9 9
split_gain=0.00824838 0.0399837 0.0429766 0.006406 0.0139092 0.00277843 0.00350763 0.00255069 0.00241973 0.00218269 0.00139853 0.00137433 0.00288729 0.00238947 0.00198155 0.00123252 0.00274304 0.00129885 0.00507677 0.00417679 0.00166577 0.00343426 0.00172112 0.00205228 0.00153996 0.0013738 0.0025629 0.00146592 0.000991819
threshold=-0.083775000000000002 0.0031350000000000006 -0.085209999999999994 0.090835000000000013 0.089105000000000018 0.085355000000000028 -0.0040799999999999994 -0.080434999999999993 -0.14169499999999999 0.087625000000000022 -0.091229999999999992 -0.050494999999999991 0.10920500000000002 -0.077044999999999988 0.097200000000000022 -0.54752499999999993 0.09143500000000003 0.092465000000000033 0.09310000000000003 0.091750000000000012 -0.040099999999999997 0.090795000000000028 -0.078954999999999984 -0.073104999999999989 -0.01137 0.10395500000000002 0.12633000000000003 0.091310000000000016 0.093335000000000015
decision_type=2 2 2 2 2 2 2 2 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 8 9 -8 -1 -7 11 13 -13 28 -15 16 -2 19 -19 24 21 -20 -22 -24 -17 27 -27 -26 -5
right_child=15 2 -4 10 -6 6 7 -9 -10 -11 -12 12 -14 14 -16 17 -18 18 20 -21 22 -23 23 -25 25 26 -28 -29 -30
leaf_value=-0.00031723625955540694 -0.00011647638346110494 -0.0043815765427428826 -0.0001721562369820577 2.5077740719107413e-05 -0.0019502657051480342 -0.00040419105386501128 -0.0012505652612102712 -0.00029275931136797689 0.00056394760900805045 0.0003817200724907815 0.00068405751542393646 -0.00019555959710490896 0.00078160043288258289 6.7595339481441933e-05 -0.00068369605449796009 -0.00049941579304078432 0.00094090563361050805 -0.0010187538648066608 -0.00077178685731245757 0.00088985599246626992 0.00058562716974725685 0.0001675103198074272 -0.00052722025870511713 8.0289198023636974e-05 9.9157656690925989e-05 -0.00050743974327033747 0.00024068074267935335 -0.00046793024367813206 0.00069085060155688548
leaf_weight=49 49 47 50 47 48 69 54 62 80 71 52 48 75 71 65 51 46 54 78 59 56 74 63 437 1612 111 75 46 47
leaf_count=49 49 47 50 47 48 69 54 62 80 71 52 48 75 71 65 51 46 54 78 59 56 74 63 437 1612 111 75 46 47
internal_value=0 -0.000307015 -0.00222021 -8.45821e-05 -0.00035138 -0.000149912 -0.000340966 -0.000745692 0.000222888 0 0.00019864 0.000124814 0.000393614 -1.53759e-05 -0.000285459 3.40377e-05 0.000386902 2.13938e-05 -8.83611e-05 6.46137e-05 -1.62426e-05 -0.000309112 6.23501e-05 2.10571e-06 3.84882e-05 5.38091e-05 -0.000201377 8.29305e-05 0.000366673
internal_weight=0 935 97 838 433 385 256 116 129 140 405 353 123 230 136 2811 95 2716 762 1954 708 152 556 500 1895 1844 186 1658 94
internal_count=3746 935 97 838 433 385 256 116 129 140 405 353 123 230 136 2811 95 2716 762 1954 708 152 556 500 1895 1844 186 1658 94
is_linear=0
shrinkage=0.0995203


Tree=7167
num_leaves=25
num_cat=0
split_feature=18 3 2 5 5 26 18 26 0 6 6 9 18 6 21 6 18 6 18 18 6 12 9 3
split_gain=0.00669161 0.015153 0.0208304 0.0164368 0.00611638 0.00553406 0.00538595 0.00401622 0.00368212 0.00122187 0.00123962 0.00291428 0.00250002 0.00116221 0.00168209 0.00112738 0.00247591 0.00538015 0.00199491 0.00232416 0.00143482 0.000984877 0.00254669 0.000760394
threshold=-0.083775000000000002 0.090835000000000013 -0.10018999999999999 -0.018754999999999997 0.0035750000000000005 0.084685000000000024 -0.091869999999999993 0.085465000000000027 -0.081604999999999997 -0.085885000000000003 0.049085000000000011 0.09310000000000003 -0.10387 -0.069354999999999986 0.11932500000000003 0.11345500000000001 -0.067359999999999989 0.12638500000000005 -0.079189999999999997 -0.06656999999999999 0.10248500000000002 -0.082629999999999995 -0.26414499999999996 0.14530500000000005
decision_type=2 2 2 2 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 -5 -6 -7 -3 11 12 -11 -13 -15 18 -17 -18 -2 -20 21 -21 -23 -19
right_child=15 9 3 4 7 8 -8 -9 -10 10 -12 13 -14 14 -16 16 17 23 19 20 -22 22 -24 -25
leaf_value=-0.0022748899735105703 0.00056046397009826613 -0.00032043554263432375 -0.0018798251113877531 0.0004559306387516269 -0.00012682806676433741 0.0011630075971118424 -0.00093335419600526482 -0.0012117060692411266 3.4925143481854468e-06 0.0003232785326603352 -0.00011140021937543436 0.0004320871059218306 0.0012555910986240969 -0.00052392547034037945 0.00021383181505506128 0.0003563860425165867 -0.0011936375743691573 -0.00019212959159833261 -0.00056067091274017086 -0.00036736378207889953 0.00045831908451023751 0.00074269601221878625 3.0381345543772868e-05 0.00030722883783260158
leaf_weight=68 74 48 63 49 72 65 62 67 49 84 90 51 46 58 63 64 54 84 63 58 83 51 2233 47
leaf_count=68 74 48 63 49 72 65 62 67 49 84 90 51 46 58 63 64 54 84 63 58 83 51 2233 47
internal_value=0 -0.000276548 -0.00065458 -0.000394627 -0.000135324 0.00018248 -0.000312691 -0.000655645 0.000671801 0.000146877 0.000206187 0.000303543 0.000659471 2.97685e-05 -0.000133038 3.06212e-05 -0.000170796 -0.000357598 5.05165e-05 3.50202e-05 5.08334e-05 3.60427e-05 4.66452e-05 -6.72136e-06
internal_weight=0 935 495 427 364 225 111 139 114 440 392 302 130 172 121 2811 249 185 2562 2488 2425 2342 2284 131
internal_count=3746 935 495 427 364 225 111 139 114 440 392 302 130 172 121 2811 249 185 2562 2488 2425 2342 2284 131
is_linear=0
shrinkage=0.0995203


Tree=7168
num_leaves=12
num_cat=0
split_feature=18 2 0 17 18 18 6 2 18 18 17
split_gain=0.0135662 0.00243088 0.00126856 0.00116335 0.00109535 0.00218602 0.00263808 0.00468698 0.00167845 0.00167464 0.00123079
threshold=0.31690500000000005 0.31852000000000008 -0.11524 -0.5696199999999999 0.19545000000000004 0.11362500000000002 0.096435000000000021 -0.06717999999999999 0.10698500000000001 0.10307000000000002 0.061900000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 8 10 -8 9 -5 -7
right_child=-2 2 -4 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00043902350508156753 0.0016907521061312204 -0.00078176855917438416 -0.00015061170579410365 4.4672628523601466e-05 0.00043224920962765329 0.00035518814806367736 -0.0013937861506641796 9.5529641002768456e-06 0.00057183170595585505 -0.000518582303095502 -0.00021045385436471871
leaf_weight=53 48 54 86 3066 66 57 46 46 59 53 114
leaf_count=53 48 54 86 3066 66 57 46 46 59 53 114
internal_value=0 6.555e-06 -0.000399905 2.27694e-05 2.99817e-05 2.20281e-05 -0.00025324 -0.000683219 4.50659e-05 3.4839e-05 -1.71192e-05
internal_weight=0 3700 140 3560 3507 3441 263 92 3178 3119 171
internal_count=3748 3700 140 3560 3507 3441 263 92 3178 3119 171
is_linear=0
shrinkage=0.0995203


Tree=7169
num_leaves=12
num_cat=0
split_feature=1 2 21 19 2 1 1 1 2 26 8
split_gain=0.0108474 0.00207179 0.0014396 0.00159394 0.00169048 0.00366074 0.00213056 0.00186895 0.00153393 0.00247213 0.00111406
threshold=-0.55579999999999996 0.31852000000000008 0.15544000000000005 -0.10411999999999999 -0.078129999999999991 -0.07002499999999999 -0.064534999999999995 -0.080349999999999991 -0.078784999999999994 0.11790500000000002 -0.51030999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 7 -7 -6 9 -5 -3
right_child=1 10 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=0.0014816043774331944 0.00050702227744064434 -3.9738993106036119e-05 0.00046102110922051169 6.2238781337713438e-05 -0.00017249428018321634 0.00064643433061617483 -1.8976555308557766e-05 -0.00064448657328903375 0.00054081454581152264 -0.00065983757667386592 -0.00063365715456536196
leaf_weight=50 63 59 72 1906 226 50 997 138 64 48 75
leaf_count=50 63 59 72 1906 226 50 997 138 64 48 75
internal_value=0 5.59115e-06 2.02532e-05 1.09307e-05 1.57743e-06 -8.1743e-05 1.20186e-05 -0.000353685 6.02413e-05 4.4082e-05 -0.000378265
internal_weight=0 3698 3564 3492 3429 1411 1047 364 2018 1954 134
internal_count=3748 3698 3564 3492 3429 1411 1047 364 2018 1954 134
is_linear=0
shrinkage=0.0995203


Tree=7170
num_leaves=10
num_cat=0
split_feature=1 8 12 7 23 0 1 8 3
split_gain=0.00879601 0.00187464 0.00245393 0.00187534 0.00211569 0.00456744 0.00267794 0.00114508 0.000987601
threshold=-0.55579999999999996 -0.49499500000000002 -0.082629999999999995 -0.074779999999999999 -1.0000000180025095e-35 -0.066264999999999991 0.44303500000000012 0.0044850000000000011 0.12551500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 -4 5 -5 7 -6 -2
right_child=1 2 3 4 6 -7 -8 -9 -10
leaf_value=0.0013341548428662166 -0.00010592174271613359 -0.00063620941741924543 0.00057947488290751876 -0.0011590577897452065 -6.333883137619961e-06 0.00021730007665774924 0.00057288118696110916 0.0001674240826088832 -0.00076396099744752719
leaf_weight=50 51 56 60 46 2872 48 88 431 46
leaf_count=50 51 56 60 46 2872 48 88 431 46
internal_value=0 4.99064e-06 1.68389e-05 2.7386e-05 1.7646e-05 -0.000447528 3.07822e-05 1.60915e-05 -0.000426421
internal_weight=0 3698 3601 3545 3485 94 3391 3303 97
internal_count=3748 3698 3601 3545 3485 94 3391 3303 97
is_linear=0
shrinkage=0.0995203


Tree=7171
num_leaves=19
num_cat=0
split_feature=18 2 21 2 4 6 4 26 21 26 18 5 18 6 26 5 6 8
split_gain=0.0100558 0.00168292 0.0032573 0.00701128 0.0025243 0.00169411 0.0021754 0.00092682 0.00221403 0.00176767 0.00370118 0.00109494 0.00301874 0.00253975 0.00171209 0.00438108 0.00304275 0.00135743
threshold=0.31690500000000005 0.11995000000000003 0.13276500000000005 0.14153500000000005 0.11284500000000003 -0.082809999999999995 0.14123000000000005 0.15583500000000003 0.093685000000000032 0.11991000000000003 0.10786500000000003 -0.0044999999999999997 -0.091109999999999983 -0.0088699999999999994 0.096980000000000025 0.070325000000000013 0.11642500000000001 -0.097249999999999989
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 -5 6 -6 9 -9 11 -11 12 13 -1 16 -16 -13 -14
right_child=-2 2 -4 4 5 -7 -8 8 -10 10 -12 14 17 -15 15 -17 -18 -19
leaf_value=0.00010737822895751529 0.0014518574814738742 -0.001464317350815618 0.00049640679010351486 0.00047290765260340833 0.00037595610649492973 -0.00073667615276858318 -0.00052772626807297393 0.00070234949113147892 -0.00011032252122512017 0.00015778690011527318 -0.0010564969791559281 -6.0702597519678426e-05 0.00028525021917320321 0.00095900235525967653 -0.00093067752446064135 0.00025695262404560546 0.00056061628031067582 5.7922993253403823e-06
leaf_weight=77 48 47 52 53 53 60 52 64 66 52 46 951 193 67 69 54 85 1659
leaf_count=77 48 47 52 53 53 60 52 64 66 52 46 951 193 67 69 54 85 1659
internal_value=0 1.84745e-06 -0.000217173 -0.000360285 -0.000118504 -0.000313434 -6.37854e-05 2.26125e-05 0.000283465 1.19363e-05 -0.00040383 2.51102e-05 6.99599e-05 0.000509305 -5.14223e-05 -0.000402624 -8.93546e-06 3.53571e-05
internal_weight=0 3700 317 265 218 165 105 3383 130 3253 98 3155 1996 144 1159 123 1036 1852
internal_count=3748 3700 317 265 218 165 105 3383 130 3253 98 3155 1996 144 1159 123 1036 1852
is_linear=0
shrinkage=0.0995203


Tree=7172
num_leaves=26
num_cat=0
split_feature=29 0 11 26 6 6 0 9 9 2 4 26 26 0 23 8 6 26 20 9 2 4 8 8 6
split_gain=0.0017262 0.00232957 0.00243191 0.00151895 0.00221584 0.00734663 0.00238473 0.00353817 0.00258341 0.00247625 0.00211844 0.00255259 0.00432299 0.00726243 0.00168559 0.0015519 0.00196289 0.00169633 0.00161386 0.00158787 0.00459742 0.00133172 0.00133017 0.000442631 0.000251236
threshold=-0.081409999999999996 -0.057604999999999996 -0.085589999999999986 0.11081000000000002 0.091180000000000025 0.098855000000000012 -0.070134999999999989 0.09253500000000002 0.092605000000000021 -0.069459999999999994 0.13707500000000003 0.084435000000000024 0.083705000000000016 -0.085754999999999984 -0.022119999999999997 -0.07743499999999999 -0.092919999999999989 0.090095000000000022 -0.0083149999999999995 0.097510000000000027 -0.076615000000000003 0.087155000000000024 -0.053049999999999993 -0.36115499999999995 -0.093155000000000002
decision_type=2 2 2 2 2 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 7 -5 -8 -9 11 12 14 -14 -2 16 18 -18 -13 20 -17 -16 -7 -12 -4
right_child=3 -3 24 4 5 22 8 9 -10 -11 23 15 13 -15 21 19 17 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00059702256657001812 0.00065703714955551724 -0.00067414418955583609 -0.0004414612914385265 0.00091150598984049544 0.0012211536833218221 -0.00045628805589658159 -0.00082072674935908881 -0.00059243952156945955 0.00018066219922351301 0.00039537690510018991 -0.00018151687126455017 -0.00060742695110935826 0 0.0016241402823158752 0.00018193159743852338 -0.00010411153343833462 -1.6292530122674092e-06 0.0002555955593052665 1.1392211606170405e-05 0.00019408763939208552 -0.0011416836008520512 -3.0610565154616065e-05 0.00029700202089410897 -0.00061891781417680581 -8.6399323216932626e-05
leaf_weight=48 55 72 47 60 81 46 50 46 50 55 59 80 59 52 674 206 785 371 82 74 54 505 46 47 46
leaf_count=48 55 72 47 60 81 46 50 46 50 55 59 80 59 52 674 206 785 371 82 74 54 505 46 47 46
internal_value=0 -0.000213253 1.62892e-05 7.7613e-05 0.000252501 0.000529401 6.58262e-05 0.00030549 -0.000311846 -4.64145e-05 5.28885e-05 6.85849e-05 0.000170421 0.000766636 0.000116127 -1.38308e-05 3.41945e-05 8.02149e-05 -0.000289144 -0.000205795 -0.000322756 9.01993e-05 -7.0745e-05 -0.000383182 -0.000274642
internal_weight=0 213 141 3537 434 173 261 161 100 101 3103 2997 1345 111 1234 1652 1318 1156 162 334 260 1179 92 106 93
internal_count=3750 213 141 3537 434 173 261 161 100 101 3103 2997 1345 111 1234 1652 1318 1156 162 334 260 1179 92 106 93
is_linear=0
shrinkage=0.0995203


Tree=7173
num_leaves=9
num_cat=0
split_feature=1 17 3 17 4 27 23 4
split_gain=0.00161885 0.00227953 0.00245764 0.00138086 0.00129908 0.00116097 0.00175707 0.00278832
threshold=-0.52333999999999992 -0.55754499999999996 0.10457000000000002 -0.54892999999999992 0.15028500000000003 -0.032854999999999995 -0.046924999999999994 0.13630500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -7 -8
right_child=1 3 -4 4 -6 6 7 -9
leaf_value=-0.00036561881415374747 0.0010490248823248191 -0.00046059494839588601 4.4033254289718605e-05 0.00043077961442498366 -0.0003632090798331212 -0.00041931618691866624 5.3929237949839735e-05 0.0006137686767708993
leaf_weight=88 48 51 52 86 70 74 3190 91
leaf_count=88 48 51 52 86 70 74 3190 91
internal_value=0 6.51151e-05 0.000534616 5.17045e-05 5.93792e-05 6.82138e-05 5.8676e-05 6.97061e-05
internal_weight=0 3662 100 3562 3511 3441 3355 3281
internal_count=3750 3662 100 3562 3511 3441 3355 3281
is_linear=0
shrinkage=0.0995203


Tree=7174
num_leaves=18
num_cat=0
split_feature=35 3 5 0 9 5 27 7 0 2 3 1 3 1 9 0 0
split_gain=0.00137672 0.00133791 0.00348386 0.00931009 0.00167686 0.00183924 0.00181442 0.00192074 0.00160752 0.00224704 0.00155367 0.00177542 0.00150552 0.00886183 0.00139894 0.00116562 0.000948117
threshold=-0.076159999999999992 0.08888500000000002 0.066275000000000014 -0.08076499999999999 0.11222500000000002 -0.095609999999999987 -0.032854999999999995 0.078125000000000014 -0.19126499999999999 -0.026175 0.014805000000000004 -0.0046399999999999992 0.089895000000000017 -0.083284999999999984 0.098720000000000016 -0.0033699999999999997 -0.061654999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 8 -4 6 -6 -3 12 -2 10 -10 -12 13 -8 -14 -1 -7
right_child=1 4 3 -5 5 16 7 -9 9 -11 11 -13 14 -15 -16 -17 -18
leaf_value=0 0.00060677347595041982 0.00047690474101102831 0.0015863734606853777 -8.6789121038496553e-05 0.00071430858452372519 0.0003115495859862368 -0.0014448070378682578 -0.00064708596810458775 0.00061235399296980441 -0.0004778690761284999 0.00011978842182147613 -0.00026736123320345636 4.356340325323668e-05 0.00015254930604405783 -0.00022084722450613 -0.0006597428918878297 -0.00016004501703838878
leaf_weight=54 56 72 57 76 66 89 48 49 55 72 855 135 1594 119 226 49 78
leaf_count=54 56 72 57 76 66 89 48 49 55 72 855 135 1594 119 226 49 78
internal_value=0 5.96582e-05 0.000140433 0.000624126 1.4246e-05 0.000267763 -1.33872e-05 -3.11277e-05 8.48914e-05 5.79943e-05 9.56984e-05 6.61684e-05 -1.5526e-05 -0.000301669 1.02802e-05 -0.000308191 8.63819e-05
internal_weight=0 3647 1306 133 2341 233 2108 2036 1173 1117 1045 990 1987 167 1820 103 167
internal_count=3750 3647 1306 133 2341 233 2108 2036 1173 1117 1045 990 1987 167 1820 103 167
is_linear=0
shrinkage=0.0995203


Tree=7175
num_leaves=21
num_cat=0
split_feature=26 3 0 6 6 0 6 0 3 2 17 3 35 3 2 17 3 26 26 2
split_gain=0.00137001 0.00244141 0.00485136 0.00455941 0.00339171 0.0043575 0.00547025 0.00333348 0.00183016 0.00200459 0.00126904 0.00157048 0.00105799 0.00127848 0.00195553 0.00215652 0.00162166 0.00196203 0.00163539 0.000903572
threshold=0.11081000000000002 0.14530500000000005 -0.061654999999999995 -0.101065 0.098855000000000012 -0.073914999999999995 0.089985000000000023 -0.079564999999999983 0.16149500000000003 -0.0043799999999999993 -0.55754499999999996 0.099655000000000021 -0.076159999999999992 0.08844500000000001 0.096520000000000022 -0.14867499999999997 0.12212000000000002 -0.031674999999999995 -0.0016799999999999999 -0.016354999999999998
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 -2 5 7 -7 -5 10 -10 11 -1 19 14 15 -14 17 -15 -18 -12
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 12 -13 13 16 -16 -17 18 -19 -20 -21
leaf_value=0.00081256281152126226 -0.00050530102815308999 0.00089870023761358722 -0.00066950679781376183 0.00064266219084926229 -0.00026552642314021837 0.00032585262574053356 0.0018236376413105573 -0.00041930462035041661 6.3579769212186821e-05 -0.00079391487266109503 -0.00061265308544351284 5.0103337193734941e-05 0.00055157879497986996 0.00016640061536894149 0.0007032713488190149 4.401818146993251e-05 -9.2698036272577457e-05 -0.00011042799798643215 0.00041719220501232053 0
leaf_weight=46 59 46 63 73 51 48 52 48 49 56 47 70 91 315 54 1007 100 1270 156 49
leaf_count=46 59 46 63 73 51 48 52 48 49 56 47 70 91 315 54 1007 100 1270 156 49
internal_value=0 0.00020965 0.000127124 0.000281222 0.000454838 0.000624781 0.00111289 0.000214621 2.22333e-05 -0.000385954 3.58615e-05 0.000359515 2.34424e-05 3.41192e-05 0.000116436 8.68294e-05 -1.69454e-05 -5.48951e-05 0.000214819 -0.0003009
internal_weight=0 440 394 331 272 221 100 121 3310 105 3205 116 3089 2993 1152 1098 1841 1585 256 96
internal_count=3750 440 394 331 272 221 100 121 3310 105 3205 116 3089 2993 1152 1098 1841 1585 256 96
is_linear=0
shrinkage=0.0995203


Tree=7176
num_leaves=28
num_cat=0
split_feature=6 6 0 0 0 6 0 1 9 26 8 26 0 6 8 3 1 0 1 9 2 6 17 21 6 0 1
split_gain=0.00192801 0.0106521 0.00199799 0.00615357 0.0031158 0.00344827 0.00237071 0.00868271 0.00281765 0.00596535 0.00301322 0.00484515 0.00465792 0.00165765 0.00165207 0.00144248 0.00149622 0.00328451 0.00218012 0.00148828 0.00512526 0.00184011 0.00142222 0.00233694 0.00215121 0.00129423 0.00087747
threshold=0.08866000000000003 0.089315000000000019 -0.08269 -0.083694999999999992 -0.085794999999999996 0.09278500000000002 -0.080614999999999992 -0.083284999999999984 0.092225000000000015 0.09112000000000002 -0.072559999999999999 0.097315000000000026 -0.069569999999999993 -0.55466499999999985 -0.077604999999999993 -0.15154999999999999 0.44303500000000012 -0.093765000000000001 0.18123500000000006 0.087515000000000023 -0.083665000000000003 -0.049814999999999991 -0.078119999999999995 0.087625000000000022 0.085120000000000015 -0.061654999999999995 -0.047239999999999997
decision_type=2 2 2 2 2 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 4 5 -3 7 -4 9 14 11 -10 -12 -1 -8 -15 18 -18 22 21 -21 -20 24 -24 -17 -19 -7
right_child=1 2 6 -5 -6 26 8 -9 10 -11 12 -13 -14 15 -16 16 17 25 19 20 -22 -23 23 -25 -26 -27 -28
leaf_value=-0.00053512597552713348 -0.0013546168532143892 0.00091873373686813262 -0.0014703529017819426 0.0012112382285615032 -0.00070394382811381597 -0.00039722739135138977 -0.00037581067602746266 0.00015113188801582866 -0.00024137408844050333 0.0012532123910555019 -0.00089750771382429359 0.0010024311551266555 -1.74858467367688e-06 -0.00043829312141412287 0.00039163630642954949 3.0679171573336731e-05 0.00099004748804885846 -0.00031904657635020277 -0.00025955753386851699 0.00015339971861285439 -0.0012530445935010209 0.00047484051875694184 0.00025910676844145337 -1.9511302977239919e-05 -0.00057951896369159072 0.00036089541407335305 0.00014341857065639974
leaf_weight=47 64 46 54 49 51 53 69 81 86 48 102 48 136 56 46 916 55 51 108 52 49 49 778 475 61 60 65
leaf_count=47 64 46 54 49 51 53 69 81 86 48 102 48 136 56 46 916 55 51 108 52 49 49 778 475 61 60 65
internal_value=0 -0.000112284 -2.62792e-05 0.000204472 -2.11702e-05 0.000186164 -0.000118424 -0.000491398 -2.27785e-05 0.000320482 -0.000175386 0.000198059 -0.000389085 4.91054e-05 -6.17134e-05 5.95399e-05 7.03527e-05 0.000360452 5.06682e-05 -0.00022236 -0.00052083 -2.51362e-05 8.26233e-05 0.000152832 -6.58131e-06 4.11146e-05 -9.24765e-05
internal_weight=0 998 934 264 215 164 670 135 535 163 372 134 238 2757 115 2710 2654 166 2488 258 101 157 2230 1253 977 111 118
internal_count=3755 998 934 264 215 164 670 135 535 163 372 134 238 2757 115 2710 2654 166 2488 258 101 157 2230 1253 977 111 118
is_linear=0
shrinkage=0.0995203


Tree=7177
num_leaves=19
num_cat=0
split_feature=7 6 6 11 18 18 18 1 18 18 18 4 0 0 1 18 4 26
split_gain=0.00159051 0.00128078 0.00865225 0.00190692 0.00176939 0.00409237 0.00294214 0.00163232 0.000784156 0.00197172 0.00234617 0.00159517 0.00123135 0.00237455 0.00204197 0.00138201 0.00193139 0.000779296
threshold=-0.075879999999999989 0.08866000000000003 0.089315000000000019 -0.37931999999999999 -0.093649999999999997 -0.087529999999999983 -0.074709999999999985 -0.080349999999999991 -0.037059999999999989 -0.025879999999999997 -0.018864999999999996 0.11860000000000002 -0.052884999999999995 -0.067059999999999995 -0.018369999999999997 -0.12363 0.084900000000000017 0.083705000000000016
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 -2 17 -6 -7 -8 12 -10 -11 -12 13 14 -5 16 -14 -4
right_child=1 2 4 8 5 6 7 -9 9 10 11 -13 15 -15 -16 -17 -18 -19
leaf_value=0.00046223790359780763 -0.00054696261416093143 -0.0012198050741773847 0.0006586409928616057 0.0003445585195077045 -0.00086965394535200031 0.00058697370116290808 0.00014396474521990413 -0.00017911299699773414 -0.00055064868114904563 0.0006528438443715428 -3.7622719162161036e-05 0.00024443743374105448 -0.00028812422010995929 0.00073869572603226018 -2.0166153190001201e-05 -0.00042498544477107984 0.00049708459758376195 7.8679837687267598e-05
leaf_weight=74 55 64 49 246 59 74 228 472 61 57 1376 232 60 69 388 78 63 50
leaf_count=74 55 64 49 246 59 74 228 472 61 57 1376 232 60 69 388 78 63 50
internal_value=0 -3.63088e-06 -0.000100215 3.1892e-05 -2.24545e-05 -7.0555e-05 -8.58403e-06 -7.27125e-05 4.43086e-05 4.48699e-06 2.5317e-05 2.56344e-06 0.000119434 0.000181944 0.00012006 -9.51243e-05 0.0001074 0.000374
internal_weight=0 3681 996 2685 932 833 774 700 2630 1726 1665 1608 904 703 634 201 123 99
internal_count=3755 3681 996 2685 932 833 774 700 2630 1726 1665 1608 904 703 634 201 123 99
is_linear=0
shrinkage=0.0995203


Tree=7178
num_leaves=28
num_cat=0
split_feature=29 17 17 6 8 2 8 7 0 17 0 2 0 26 0 8 8 29 17 2 4 5 26 0 8 20 5
split_gain=0.00188236 0.0017352 0.00460297 0.00921132 0.0212351 0.00421208 0.00384957 0.00192411 0.0018417 0.0011403 0.00168279 0.00344383 0.00185175 0.00157615 0.00688635 0.00199512 0.00144885 0.00123143 0.00119128 0.00101466 0.00196163 0.00300737 0.00138319 0.00223822 0.00219657 0.00180214 0.00155677
threshold=-0.117605 -0.093784999999999993 -0.16855499999999998 0.086965000000000028 -0.080445000000000003 0.074365000000000028 -0.081534999999999982 -0.075879999999999989 -0.087300000000000003 -0.0065549999999999992 -0.14075499999999999 0.08666500000000002 -0.100285 0.11724000000000002 -0.072274999999999992 -0.067434999999999981 -0.088874999999999996 0.085625000000000021 -0.0038549999999999999 -0.072419999999999998 0.099510000000000029 0.41488500000000011 0.084355000000000027 -0.08076499999999999 1.0000000180025095e-35 -0.077299999999999994 0.63223000000000018
decision_type=2 2 2 2 2 2 2 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 -5 6 8 -3 -4 10 11 -9 -12 17 15 -15 -14 18 -11 22 21 -21 24 -24 -2 -25 -26
right_child=1 7 3 4 -6 -7 -8 9 -10 13 12 -13 16 14 -16 -17 -18 -19 -20 20 -22 -23 23 25 26 -27 -28
leaf_value=-0.00060763900751765641 -0.00078041621748116809 0.00061798458794309029 0.00024458119251468703 -0.0027769453410080068 4.2130870628333741e-05 -0.0007788046747585519 0.00076965131906108354 -3.5178383720475622e-05 -0.00061551629497648181 -0.00037142426525744592 -0.00052505334060311889 0.001045965683536611 0.00038513212100940085 0.00056992273040791161 -0.0011273223342230278 -0.00023649492396576958 4.7482220107110818e-05 -0.00046834465253642332 6.322413371696208e-05 -3.1466592310454935e-05 -0.00025364066731047214 0.00089068310513122151 0.00052589391452541486 0.00024003337497957868 -0.00026497003715038819 -0.0003493632578967415 0.00044591007376220207
leaf_weight=49 53 59 47 46 61 57 71 58 50 65 47 56 159 59 63 61 644 48 1381 65 54 72 89 96 90 109 46
leaf_count=49 53 59 47 46 61 57 71 58 50 65 47 56 159 59 63 61 644 48 1381 65 54 72 89 96 90 109 46
internal_value=0 1.31198e-05 -9.81509e-05 -0.000401741 -0.00116216 -3.64823e-05 0.000210504 5.48817e-05 -0.000190329 4.1992e-05 0.000128289 0.000488729 7.89848e-05 -7.12662e-06 -0.000283181 0.000153172 0.000115359 2.61393e-05 4.31199e-05 5.01776e-05 0.000244765 0.000447192 -2.5076e-05 0.000108052 -0.000236495 -6.93598e-05 -1.85059e-05
internal_weight=0 3706 1006 332 107 225 168 2700 97 2641 964 114 850 1677 183 120 803 1494 1446 674 191 137 483 294 189 205 136
internal_count=3755 3706 1006 332 107 225 168 2700 97 2641 964 114 850 1677 183 120 803 1494 1446 674 191 137 483 294 189 205 136
is_linear=0
shrinkage=0.0995203


Tree=7179
num_leaves=25
num_cat=0
split_feature=29 5 0 0 18 3 17 8 0 17 3 18 0 18 18 8 8 0 18 8 17 17 17 17
split_gain=0.00152616 0.00162832 0.00616541 0.0203851 0.00257265 0.00429011 0.00239577 0.0037851 0.00655965 0.00326308 0.00274304 0.0017752 0.00130434 0.00127085 0.00210421 0.00125334 0.00384205 0.00252915 0.00125062 0.00175958 0.00164189 0.00138499 0.00123232 0.000953737
threshold=-0.117605 0.034205000000000006 -0.080500000000000002 -0.082494999999999999 -0.011569999999999999 0.083955000000000016 0.0036400000000000009 -0.081174999999999983 -0.085684999999999997 -0.0069749999999999994 0.097595000000000029 -0.0087699999999999983 -0.080074999999999993 0.027500000000000007 -0.01205 -0.076924999999999993 -0.079434999999999992 -0.068604999999999985 -0.0032949999999999998 -0.084514999999999993 -0.093784999999999993 -0.05543 -0.45791500000000002 -0.35269999999999996
decision_type=2 2 2 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 22 5 -2 9 8 -8 10 -7 -6 -9 14 15 16 -4 -17 19 -13 -20 -22 -3 -15
right_child=1 2 13 -5 11 6 7 12 -10 -11 -12 18 -14 23 -16 17 -18 -19 20 -21 21 -23 -24 -25
leaf_value=-0.00054716665454575481 0.0008986713174820106 -0.0002345455056885981 0.00017483336766315328 -0.0021266946556658941 -0.00045325958124445303 0.00016351188849872991 -0.00014822634431191738 -0.00049196756306110377 0.0011755951589395861 -0.00073685516689045655 -0.00063410239395680044 0.00075958672690105088 0.00024771301283773179 -0.00054888067020597564 0.0007381730467225855 0.00047204568641012219 -0.00094812055428010423 -3.6099406540257629e-05 -0.0004475613274863318 -6.1533530650817621e-05 0.00027414403352580917 -2.3188336703099472e-05 0.00031810868185233306 -2.4678038377115417e-06
leaf_weight=49 78 85 82 60 87 442 58 47 98 53 47 51 46 57 47 141 47 303 82 49 174 1419 75 78
leaf_count=49 78 85 82 60 87 442 58 47 98 53 47 51 46 57 47 141 47 303 82 49 174 1419 75 78
internal_value=0 1.17702e-05 -9.83469e-05 -0.000562182 5.13831e-05 0.000192839 0.000122203 0.000377771 0.000678158 3.28193e-06 8.51754e-05 -1.41953e-05 -0.000117302 3.57261e-05 9.6918e-05 4.28907e-05 -0.000227959 0.000123427 6.86385e-06 0.000349052 -1.30766e-05 8.77476e-06 1.93947e-05 -0.000239239
internal_weight=0 3706 975 220 2731 869 791 249 156 542 489 1862 93 755 620 573 129 444 1775 100 1675 1593 160 135
internal_count=3755 3706 975 220 2731 869 791 249 156 542 489 1862 93 755 620 573 129 444 1775 100 1675 1593 160 135
is_linear=0
shrinkage=0.0995203


Tree=7180
num_leaves=15
num_cat=0
split_feature=20 5 17 9 6 8 2 8 26 17 17 6 5 18
split_gain=0.0042389 0.00365476 0.00265599 0.00355759 0.00156574 0.00397424 0.00714979 0.00868043 0.00353802 0.00143495 0.00154267 0.0023975 0.00150652 0.0014377
threshold=-0.24350999999999998 0.6362850000000001 -0.55754499999999996 0.084055000000000032 0.10313000000000001 -0.083294999999999994 -0.073369999999999991 -0.07743499999999999 0.097315000000000026 -0.53166999999999998 -0.45712999999999998 -0.062135000000000003 0.2686150000000001 -0.037059999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 -6 7 -7 -8 13 11 -11 -12 -4
right_child=1 -3 4 -5 5 6 8 -9 -10 10 12 -13 -14 -15
leaf_value=-0.00069963488174545202 0.00013469644595280055 0.00087338523803100307 0.00062089089031994778 -0.0010197204368020351 -0.0004067084239575321 0.0020119035114240075 -0.00052746506719470831 9.7860063236755555e-05 0.00042811563996874652 -0.00066722086917855481 -1.8040914440163963e-06 0.00014331647638584708 0.00037671361875899113 -6.0131630786893588e-05
leaf_weight=81 48 50 74 56 72 50 68 46 88 84 2811 61 108 49
leaf_count=81 48 50 74 56 72 50 68 46 88 84 2811 61 108 49
internal_value=0 2.80432e-05 1.61246e-05 -0.000479041 3.10252e-05 0.000239569 0.000427468 0.00110329 6.33282e-06 9.56711e-06 -3.54826e-06 -0.000320591 1.19202e-05 0.000342934
internal_weight=0 3665 3615 104 3511 324 252 96 156 3187 3064 145 2919 123
internal_count=3746 3665 3615 104 3511 324 252 96 156 3187 3064 145 2919 123
is_linear=0
shrinkage=0.0995203


Tree=7181
num_leaves=15
num_cat=0
split_feature=20 5 17 3 6 8 2 8 5 26 26 8 18 6
split_gain=0.00343759 0.0029631 0.00214655 0.00313413 0.00126946 0.0032289 0.00580743 0.0070223 0.00334167 0.00125381 0.00324938 0.0020579 0.00333141 0.000999298
threshold=-0.24350999999999998 0.6362850000000001 -0.55754499999999996 0.099655000000000021 0.10313000000000001 -0.083294999999999994 -0.073369999999999991 -0.07743499999999999 0.054660000000000007 0.11699500000000003 0.11081000000000002 -0.070134999999999989 0.089365000000000014 0.092120000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 -6 7 -7 -8 10 13 -11 -13 -4
right_child=1 -3 4 -5 5 6 8 -9 -10 11 -12 12 -14 -15
leaf_value=-0.00063000703432442061 0.00011206275058155466 0.00078646579227233668 2.5804357223606302e-05 -0.00096819847310181638 -0.0003662327219078244 0.0018116785339107452 0.0003894602091014175 8.8121006801327681e-05 -0.00054909576596916276 0.00023227545978371888 0.00063061922933577651 5.8030972286660666e-05 -0.000762549272220894 -0.00020477304855527474
leaf_weight=81 51 50 2631 53 72 50 93 46 63 77 86 91 102 200
leaf_count=81 51 50 2631 53 72 50 93 46 63 77 86 91 102 200
internal_value=0 2.52746e-05 1.45199e-05 -0.000430584 2.79375e-05 0.000215727 0.00038525 0.000994335 5.18033e-06 8.58944e-06 2.78265e-05 -0.00019621 -0.000371402 9.22572e-06
internal_weight=0 3665 3615 104 3511 324 252 96 156 3187 2917 270 193 2831
internal_count=3746 3665 3615 104 3511 324 252 96 156 3187 2917 270 193 2831
is_linear=0
shrinkage=0.0995203


Tree=7182
num_leaves=14
num_cat=0
split_feature=20 10 10 10 10 23 2 1 3 17 17 1 4
split_gain=0.00278822 0.0015608 0.00531605 0.00244774 0.001785 0.00114876 0.00144752 0.00180874 0.00227973 0.000914503 0.00256938 0.00175374 0.000612175
threshold=-0.24350999999999998 0.089450000000000016 0.096480000000000024 0.080995000000000025 0.086275000000000018 -0.046924999999999994 -0.097424999999999998 -0.139265 0.088055000000000022 -0.11741999999999998 -0.092649999999999996 -0.112275 0.076195000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 7 12 -9 11 -11 -8 -7
right_child=1 2 -4 4 -6 6 9 8 -10 10 -12 -13 -14
leaf_value=-0.00056730855415430847 -0.00032504719030539971 0.0011737720936995418 -0.00032107492699414737 -0.0008441581791603643 -2.1838098221548851e-05 -0.00030242525097282753 -0.00048531881719168898 0.00092358726032444616 0.00016137054583076235 0.00049232245544392726 2.1182758406145154e-05 -1.9367486459216184e-05 0.00016010279399704942
leaf_weight=81 89 47 46 56 53 53 94 65 105 121 2309 568 59
leaf_count=81 89 47 46 56 53 53 94 65 105 121 2309 568 59
internal_value=0 2.28259e-05 0.000425583 1.21106e-05 -0.000451825 2.69497e-05 3.64774e-05 0.000252529 0.000457622 1.6508e-05 4.49797e-05 -8.67664e-05 -5.1463e-05
internal_weight=0 3665 93 3572 109 3463 3374 282 170 3092 2430 662 112
internal_count=3746 3665 93 3572 109 3463 3374 282 170 3092 2430 662 112
is_linear=0
shrinkage=0.0995203


Tree=7183
num_leaves=17
num_cat=0
split_feature=5 6 6 9 5 18 8 2 18 6 6 0 8 0 0 1
split_gain=0.00237182 0.00186573 0.00128111 0.00211463 0.00298597 0.00171363 0.00445284 0.00386353 0.00210004 0.0021138 0.00106113 0.00105848 0.00184805 0.0012365 0.00246078 0.00184777
threshold=0.6362850000000001 0.21988000000000005 0.087575000000000028 0.084715000000000026 -0.0093650000000000001 -0.082304999999999989 -0.07743499999999999 -0.085374999999999993 -0.070104999999999987 0.11816500000000002 0.086965000000000028 0.12346000000000003 0.041960000000000011 0.047575000000000013 0.019150000000000004 -0.50597999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -4 6 7 -5 -7 -10 11 13 -13 14 -1 -15
right_child=-2 -3 3 5 -6 8 -8 -9 9 -11 -12 12 -14 15 -16 -17
leaf_value=-1.8709143571512266e-06 0.00068965540747408481 -0.00050930546078910538 5.5492309625895923e-05 0 0.0010031623439683548 0.00066903857104808485 0.00035750524570626679 -0.0012498869875880226 0.00012988352682850269 -0.00040036976403281778 -0.00042841555897428735 8.3166236002162253e-05 -0.00066913444133162895 -7.1003848833918611e-05 -0.00068838505783763346 0.00073274140158173452
leaf_weight=2240 50 70 79 46 59 62 71 53 578 85 64 61 65 55 53 55
leaf_count=2240 50 70 79 46 59 62 71 53 578 85 64 61 65 55 53 55
internal_value=0 -1.87535e-07 9.41524e-06 0.000103305 0.000466588 4.63762e-05 -0.000236449 -0.000670685 0.000113823 6.06676e-05 -2.7673e-05 -1.7208e-05 -0.000298428 -2.12165e-06 -1.80959e-05 0.000323427
internal_weight=0 3696 3626 1033 138 895 170 99 725 663 2593 2529 126 2403 2293 110
internal_count=3746 3696 3626 1033 138 895 170 99 725 663 2593 2529 126 2403 2293 110
is_linear=0
shrinkage=0.0995203


Tree=7184
num_leaves=16
num_cat=0
split_feature=29 17 6 6 2 3 6 3 2 4 2 4 3 28 1
split_gain=0.00604387 0.00298415 0.00264971 0.0105761 0.012385 0.00331027 0.00160568 0.00142705 0.00438903 0.00135122 0.00133817 0.00276372 0.00372892 0.00150813 0.000943556
threshold=0.12951500000000005 -0.55754499999999996 0.087765000000000024 0.088845000000000021 -0.08453999999999999 0.12870500000000004 0.08734500000000002 0.10871500000000002 -0.060455000000000002 0.096160000000000009 0.097285000000000024 0.085990000000000025 0.09587500000000003 1.0000000180025095e-35 -0.50597999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 6 4 -4 7 10 8 -5 -1 13 -12 -13 14 -3
right_child=-2 2 3 5 -6 -7 -8 -9 -10 -11 11 12 -14 -15 -16
leaf_value=0.0001277607172173877 0.0011748744507959756 0.00038767102419289147 0.0023112319897908517 -3.835032647635763e-05 0.00017572817744364899 0.00071882145516828752 -0.00058328250538747044 -0.00041505389660957253 0.00089003638413565197 0.00083859565328064185 -0.00091479233451521814 0.00061031252695515281 -0.00026408824384120916 -0.00042075741962865378 1.6970750020629241e-06
leaf_weight=51 46 65 46 754 67 65 54 81 54 63 48 59 260 82 1936
leaf_count=51 46 65 46 754 67 65 54 81 54 63 48 59 260 82 1936
internal_value=0 2.63895e-05 1.01542e-05 0.000141667 0.00105229 3.29468e-05 -4.5559e-05 -1.62807e-05 2.26822e-05 0.000527772 -3.3373e-05 -0.000208623 -9.97989e-05 -2.10307e-06 1.46441e-05
internal_weight=0 3685 3571 1067 113 954 2504 889 808 114 2450 367 319 2083 2001
internal_count=3731 3685 3571 1067 113 954 2504 889 808 114 2450 367 319 2083 2001
is_linear=0
shrinkage=0.0995203


Tree=7185
num_leaves=17
num_cat=0
split_feature=30 17 6 6 0 21 0 0 8 8 26 4 28 17 17 9
split_gain=0.00548516 0.00243485 0.00240877 0.0185158 0.00150108 0.00533197 0.00146456 0.00208079 0.00215774 0.00191568 0.00161574 0.00108783 0.000846471 0.00113449 0.00198294 0.0011988
threshold=-1.0000000180025095e-35 -0.55754499999999996 0.088565000000000019 0.089090000000000016 -0.20796499999999998 0.084795000000000023 -0.063914999999999986 -0.071029999999999996 -0.049139999999999996 -0.038994999999999995 0.090385000000000021 0.096160000000000009 1.0000000180025095e-35 -0.0042049999999999995 -0.0065549999999999992 -0.26414499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 4 -4 5 -3 7 10 -9 -8 -5 -2 13 14 -6 -15
right_child=1 2 3 6 12 -7 9 8 -10 -11 -12 -13 -14 15 -16 -17
leaf_value=0.0011171771330533576 0.00011504582428734387 -0.00093124980023678145 0.0019878934617833526 -0.00011333761454226196 -4.6262399408731598e-05 0.00019908404533220769 0.00075541361106786658 -0.0008694674400827662 4.6264045329825759e-05 -3.4090310331457865e-05 0.00018647926865230909 0.00075513834588866551 -0.00032499976402183465 -0.00042469283158133602 -0.00068712581296789224 9.2759648461603192e-05
leaf_weight=46 51 78 51 321 1267 86 61 53 46 57 395 63 88 46 50 972
leaf_count=46 51 78 51 321 1267 86 61 53 46 57 395 63 88 46 50 972
internal_value=0 2.30681e-05 8.38073e-06 0.000141102 -4.1785e-05 -0.000333522 3.92741e-05 -7.18663e-06 -0.000435707 0.000367106 5.09208e-05 0.000475962 -2.1701e-05 -9.91988e-06 -7.12144e-05 6.85735e-05
internal_weight=0 3685 3571 984 2587 164 933 815 99 118 716 114 2423 2335 1317 1018
internal_count=3731 3685 3571 984 2587 164 933 815 99 118 716 114 2423 2335 1317 1018
is_linear=0
shrinkage=0.0995203


Tree=7186
num_leaves=15
num_cat=0
split_feature=26 17 6 6 3 3 26 3 18 28 0 6 29 8
split_gain=0.00532163 0.00204737 0.00206078 0.0150788 0.00333251 0.00186078 0.00424347 0.00417922 0.00154795 0.00137176 0.00107549 0.00292323 0.00108893 0.00138812
threshold=0.40795000000000009 -0.55754499999999996 0.088565000000000019 0.089090000000000016 0.14530500000000005 0.091475000000000015 0.089880000000000029 0.092635000000000023 -0.080424999999999996 0.083225000000000021 -0.23099 -0.12640499999999996 0.097705000000000028 0.24853500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 9 -4 5 6 -5 -7 -1 10 11 -3 13 -12
right_child=-2 2 3 4 -6 7 -8 -9 -10 -11 12 -13 -14 -15
leaf_value=0.00086982085311218061 0.00078926518489117565 0.0002027708191173951 0.0017900578755113061 -0.00015233976752847367 0.00083863399802725012 -0.00090436653283121815 0.00048505597129858521 -2.9420061663399779e-05 0.00010807469896733469 -0.00056881441837020518 -2.1572844985121034e-05 -0.00084932461372630734 -0.00042387973754921192 0.00052446214128404475
leaf_weight=47 90 48 51 223 48 63 191 398 67 49 2289 55 65 47
leaf_count=47 90 48 51 223 48 63 191 398 67 49 2289 55 65 47
internal_value=0 1.42012e-05 5.5195e-07 0.000123941 3.09933e-05 -1.2376e-05 0.000139747 -0.000150766 0.000429309 -4.62018e-05 -3.5648e-05 -0.00035108 -2.17754e-05 -1.02362e-05
internal_weight=0 3641 3527 974 923 875 414 461 114 2553 2504 103 2401 2336
internal_count=3731 3641 3527 974 923 875 414 461 114 2553 2504 103 2401 2336
is_linear=0
shrinkage=0.0995203


Tree=7187
num_leaves=14
num_cat=0
split_feature=24 6 6 3 10 10 3 2 2 0 27 26 4
split_gain=0.0053495 0.00161958 0.0120061 0.00258964 0.00141239 0.00347116 0.00116346 0.00547598 0.00287641 0.00244159 0.0010213 0.00127347 0.00284216
threshold=-0.070599999999999996 0.088565000000000019 0.089090000000000016 0.14530500000000005 0.090150000000000022 0.086275000000000018 0.10871500000000002 -0.060455000000000002 -0.062394999999999999 -0.071029999999999996 -0.01137 -0.2382 0.14646500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 6 5 10 7 9 -8 -4 -2 -12 -13
right_child=1 2 3 -5 -6 -7 8 -9 -10 -11 11 12 -14
leaf_value=0.0010423315131408944 -0.0004083553121690288 0.0016119111142613046 3.733622782713593e-05 0.00075517294986007636 -0.00048297319294942785 0.00075490319519030719 0.00024264373346677596 0.0009597339309049492 -0.00081236133967394581 -0.00052084121603000505 0.00048740664543317811 -1.2485851752883122e-05 -0.00071815898588437001
leaf_weight=51 69 51 647 48 65 57 47 60 54 88 48 2388 58
leaf_count=51 69 51 647 48 65 57 47 60 54 88 48 2388 58
internal_value=0 1.55666e-05 0.000124157 4.29134e-05 -2.43698e-05 -1.26798e-05 3.84295e-06 4.51655e-05 -0.000313313 -2.83794e-05 -3.00699e-05 -1.92758e-05 -2.95536e-05
internal_weight=0 3680 995 944 2685 2620 896 795 101 735 2563 2494 2446
internal_count=3731 3680 995 944 2685 2620 896 795 101 735 2563 2494 2446
is_linear=0
shrinkage=0.0995203


Tree=7188
num_leaves=24
num_cat=0
split_feature=3 18 3 0 18 18 2 2 6 2 2 1 6 26 8 26 3 3 1 17 4 4 38
split_gain=0.00350508 0.0301137 0.00148362 0.00659236 0.00132225 0.00254328 0.00134576 0.00150977 0.00121523 0.00372115 0.0057072 0.0013705 0.00375629 0.00240664 0.00297072 0.00218918 0.00183007 0.00360463 0.00151374 0.00179841 0.00133257 0.00191925 0.00106579
threshold=0.08400500000000001 -0.097059999999999994 0.084735000000000019 -0.086589999999999986 -0.020389999999999998 -0.0086449999999999982 -0.080555000000000002 -0.15012499999999998 -0.14723999999999998 -0.043929999999999997 -0.085944999999999994 -0.067015000000000005 0.11690000000000002 0.089880000000000029 -0.076554999999999998 0.086760000000000018 0.086605000000000029 0.085845000000000019 -0.057259999999999998 -0.023964999999999997 0.11259500000000001 0.12829500000000002 -0.07453499999999999
decision_type=2 2 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 -3 -6 7 -7 9 10 -4 12 13 15 -15 -10 17 -13 -18 -20 -11 -22 -8
right_child=2 4 8 -5 5 6 22 -9 11 20 -12 16 -14 14 -16 -17 18 -19 19 -21 21 -23 -24
leaf_value=-0.0025564121476836094 -0.0003690716294128587 0.00050898485344527775 4.496590093937823e-05 0.00095582475290178842 -0.00063648265923823264 -4.4414187246419615e-05 0.00016275088219145893 0.00068559944916048773 -1.1250615364835532e-05 -0.0003045457009499948 -0.0012336471478651379 -7.3747227636534308e-05 -0.00077667689863065872 0.00036507389612962081 -0.00011894930622356463 -0.00040488262960069169 0.00049039892986677761 0.0010850163216081024 -8.9691607474203555e-05 0.00013196285703394144 0.00079443490194787446 0 -0.00035388118641484613
leaf_weight=51 70 48 69 78 60 49 74 60 425 55 67 53 68 279 225 212 75 51 663 795 46 88 82
leaf_count=51 70 48 69 78 60 49 74 60 425 55 67 53 68 279 225 212 75 51 663 795 46 88 82
internal_value=0 -0.000288089 1.56443e-05 0.000323653 1.98624e-05 -4.98584e-05 7.98731e-05 0.000349918 1.0104e-06 -0.000181031 -0.00057892 2.20863e-05 -5.78792e-05 -1.43236e-05 0.000147368 -0.00014354 8.16446e-05 0.000486621 5.36366e-05 3.06079e-05 0.00010095 0.000273494 -0.000103565
internal_weight=0 424 3319 148 373 325 265 109 3171 325 136 2846 1209 1141 504 637 1637 104 1533 1458 189 134 156
internal_count=3743 424 3319 148 373 325 265 109 3171 325 136 2846 1209 1141 504 637 1637 104 1533 1458 189 134 156
is_linear=0
shrinkage=0.0995203


Tree=7189
num_leaves=17
num_cat=0
split_feature=3 18 10 10 17 1 18 18 29 0 1 1 6 21 6 1
split_gain=0.00285529 0.0202225 0.00193769 0.00299286 0.00187851 0.0013621 0.00491508 0.00257625 0.00209642 0.00129301 0.00118697 0.00219932 0.00182242 0.00294218 0.00127561 0.000257848
threshold=0.083875000000000019 -0.097059999999999994 0.086165000000000019 0.09056500000000002 -0.55286000000000002 -0.08616 -1.0000000180025095e-35 -0.0060599999999999994 -0.082294999999999993 -0.062294999999999996 0.51390500000000017 0.44303500000000012 -0.14723999999999998 0.10990500000000002 -0.13578499999999999 0.039665000000000013
decision_type=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 -3 -8 15 11 12 13 -6 -14 -10
right_child=2 5 3 -5 10 6 8 -9 9 -11 -12 -13 14 -15 -16 -17
leaf_value=-0.0021403348340333864 0.00049024372816730089 0.00082940733967748796 -0.00083393254053902696 0.00012309234701511629 -0.00055247118903401578 -0.0010460066359205865 -0.00046974664131009796 -0.00013755628067264089 -8.8253967906956444e-05 0.00071850589240649791 -0.00041488606868708857 0.00057214288961692221 0.00048149302801429715 0.00036130050247236488 2.0490420133478109e-05 0.00022734638677439933
leaf_weight=50 85 49 66 61 127 47 49 59 47 46 62 71 61 47 2765 51
leaf_count=50 85 49 66 61 127 47 49 59 47 46 62 71 61 47 2765 51
internal_value=0 -0.000268825 1.30107e-05 -0.000367813 2.82945e-05 0 -0.000132008 0.000293579 8.63306e-05 0.000281236 1.55002e-05 2.44558e-05 1.1221e-05 -0.000300943 3.0731e-05 6.76337e-05
internal_weight=0 398 3345 127 3218 348 240 108 193 144 3133 3071 3000 174 2826 98
internal_count=3743 398 3345 127 3218 348 240 108 193 144 3133 3071 3000 174 2826 98
is_linear=0
shrinkage=0.0995203


Tree=7190
num_leaves=17
num_cat=0
split_feature=3 17 9 2 17 2 4 10 9 17 3 0 8 9 21 9
split_gain=0.00232766 0.0158822 0.00200334 0.00384807 0.00227408 0.00241726 0.00183701 0.00157624 0.00248155 0.00151415 0.00125436 0.00558152 0.00104299 0.00185929 0.00287683 0.00122149
threshold=0.08400500000000001 0.053575000000000012 0.083715000000000026 -0.085804999999999992 -0.15122999999999998 -0.086169999999999983 0.10390500000000001 0.086165000000000019 0.096225000000000019 -0.55286000000000002 0.084735000000000019 -0.086589999999999986 0.24614500000000003 0.12188500000000002 0.10470500000000002 0.11408000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 -7 9 -9 -2 11 -11 13 15 -15 -12
right_child=7 -3 3 -5 5 6 -8 8 -10 10 12 -13 -14 14 -16 -17
leaf_value=0.00048632902083626178 0.00044145458220308834 -0.0014884926934926261 0.00087018887901501782 -0.00023305018530109942 -0.00084321917477862059 0.00042652500346911521 -0.00037155360708643304 -0.00078948904869577093 8.1184764508571169e-05 -0.0003475241111249765 5.1796270694924677e-06 0.00088418880571067629 -0.00038705774804701485 0.00090237318255799556 -0.00011931640702808952 -0.00040997784487580225
leaf_weight=47 85 81 70 55 54 49 68 61 66 68 2716 77 67 57 50 72
leaf_count=47 85 81 70 55 54 49 68 61 66 68 2716 77 67 57 50 72
internal_value=0 -0.000234705 5.89929e-05 0.000378215 -0.000120292 -0.000291812 -3.03187e-05 1.27874e-05 -0.000330567 2.67049e-05 1.50949e-05 0.000300912 8.26736e-07 1.00865e-05 0.000417298 -5.24818e-06
internal_weight=0 424 343 125 218 171 117 3319 127 3192 3107 145 2962 2895 107 2788
internal_count=3743 424 343 125 218 171 117 3319 127 3192 3107 145 2962 2895 107 2788
is_linear=0
shrinkage=0.0995203


Tree=7191
num_leaves=25
num_cat=0
split_feature=1 1 11 9 2 3 2 2 6 17 2 3 3 6 3 26 5 17 4 17 17 17 18 26
split_gain=0.00214388 0.014336 0.00187872 0.00152492 0.00295125 0.0067034 0.00154892 0.00552362 0.00228343 0.00224879 0.00168911 0.00298734 0.00635916 0.00161813 0.00485093 0.00213157 0.00110162 0.000997174 0.00264939 0.00310368 0.0014261 0.000999328 0.00244115 0.000595613
threshold=-0.096749999999999989 -0.11064999999999998 -0.37931999999999999 0.11582000000000002 -0.049174999999999996 0.11868500000000003 -0.085804999999999992 -0.086414999999999992 0.087765000000000024 -0.0071449999999999994 -0.083974999999999994 0.088285000000000016 0.086335000000000023 0.11690000000000002 0.097880000000000023 0.26711000000000013 -0.015214999999999999 -0.45791500000000002 0.10343500000000001 -0.56005499999999986 -0.17385999999999999 -0.11741999999999998 -0.093649999999999997 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
left_child=1 17 -2 6 5 -5 7 8 9 -4 11 12 -8 15 -15 -12 -10 18 19 -1 -19 -22 -23 -24
right_child=2 -3 3 4 -6 -7 10 -9 16 -11 13 -13 -14 14 -16 -17 -18 20 -20 -21 21 22 23 -25
leaf_value=0.00055978147099904996 -0.00059915895345849773 -0.0018014806771184358 -0.0002361493170239231 -1.5912783748185769e-05 -0.00020852440490101587 0.0015130999298352597 -0.00046510492602264787 0.00099607563006175095 0.00011176262882042912 0.00021416469132440972 4.0342790965985635e-05 -0.00082131999848184575 0.00093747536927143234 -0.0010960856776343663 0.00023289063976709729 -0.00053442651605891311 0.0007507171666678524 0.00052829960325233294 -0.0008429182364160147 -0.00049669966532106362 -0.00041063302976104507 0.0006579532160860094 -0.00021604051838008565 0.00016556830171260718
leaf_weight=55 48 50 272 67 67 48 105 68 56 183 1915 71 46 50 58 66 58 54 50 55 55 53 138 55
leaf_count=55 48 50 272 67 67 48 105 68 56 183 1915 71 46 50 58 66 58 54 50 55 55 53 138 55
internal_value=0 -0.000192288 1.79887e-05 2.77145e-05 0.000307441 0.000615166 1.01674e-05 0.000147771 4.49534e-05 -5.32348e-05 -2.74073e-05 -0.000288405 -3.24073e-05 0 -0.000374797 2.07802e-05 0.000444026 -3.44665e-05 -0.000241728 2.40989e-05 5.66411e-05 -2.52558e-05 5.75781e-05 -0.00010305
internal_weight=0 565 3178 3130 182 115 2948 637 569 455 2311 222 151 2089 108 1981 114 515 160 110 355 301 246 193
internal_count=3743 565 3178 3130 182 115 2948 637 569 455 2311 222 151 2089 108 1981 114 515 160 110 355 301 246 193
is_linear=0
shrinkage=0.0995203


Tree=7192
num_leaves=12
num_cat=0
split_feature=22 17 1 17 2 1 29 3 25 5 26
split_gain=0.0262852 0.00184698 0.00473363 0.00180362 0.0016115 0.00130559 0.00350844 0.00213788 0.00140479 0.00115261 0.000915858
threshold=0.13264000000000004 0.51326500000000019 -0.050379999999999994 0.50644500000000015 -0.241895 0.50644500000000015 -0.074579999999999994 0.11721500000000003 0.083740000000000023 0.63223000000000018 0.087675000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 8 -7 -8 9 -6 -4
right_child=-2 2 10 -5 5 6 7 -9 -10 -11 -12
leaf_value=0.00051190044046858221 -0.0023654821008241658 -0.0011306614323180692 -0.00024217440758409156 0.00062376422798128084 1.5070845604753204e-05 0.0003569118033433497 -0.0010887489192325591 -0.00021989655129912554 0.00056080325719490873 -0.00041803916940390186 0.00034887916331089819
leaf_weight=62 47 50 52 48 3140 60 48 75 46 62 51
leaf_count=62 47 50 52 48 3140 60 48 75 46 62 51
internal_value=0 2.76358e-06 -0.000335512 1.7611e-05 9.04704e-06 0 -0.000258675 -0.000565617 1.45323e-05 6.42891e-06 4.25354e-05
internal_weight=0 3694 153 3541 3493 3431 183 123 3248 3202 103
internal_count=3741 3694 153 3541 3493 3431 183 123 3248 3202 103
is_linear=0
shrinkage=0.0995203


Tree=7193
num_leaves=10
num_cat=0
split_feature=27 17 1 2 3 17 8 2 9
split_gain=0.0200787 0.00146745 0.0036064 0.00122686 0.00134425 0.00115363 0.00105375 0.00240696 0.000844917
threshold=0.11410500000000003 0.51326500000000019 -0.050379999999999994 -0.241895 -0.15154999999999999 0.50644500000000015 -0.49499500000000002 0.14153500000000005 0.089935000000000029
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6 -8 -4
right_child=-2 2 8 4 5 -7 7 -9 -10
leaf_value=0.00047077771213977008 -0.0017186346887880912 -0.00097830713188803531 -0.00021080493359125767 -0.00047955098136467157 -0.00032016660727295803 0.00050038456444352413 4.2725215076819695e-06 0.00042213634714663851 0.00036236354282958948
leaf_weight=59 68 51 56 54 91 49 3124 143 46
leaf_count=59 68 51 56 54 91 49 3124 143 46
internal_value=0 7.06415e-06 -0.000294314 2.03964e-05 1.24822e-05 2.0521e-05 1.32751e-05 2.28134e-05 3.96571e-05
internal_weight=0 3673 153 3520 3461 3407 3358 3267 102
internal_count=3741 3673 153 3520 3461 3407 3358 3267 102
is_linear=0
shrinkage=0.0995203


Tree=7194
num_leaves=18
num_cat=0
split_feature=10 17 8 3 2 2 2 1 8 18 8 3 3 3 4 3 17
split_gain=0.0234562 0.00120323 0.00328422 0.0036356 0.00111779 0.00168686 0.00166209 0.00147841 0.00127089 0.00253898 0.00145837 0.00102879 0.00411934 0.00254014 0.00167351 0.00146249 0.000209524
threshold=0.096215000000000023 0.51326500000000019 -0.074504999999999988 0.095490000000000019 -0.089054999999999995 -0.087614999999999985 -0.091674999999999993 -0.50597999999999999 -0.00076499999999999995 -0.120155 -0.078844999999999985 0.08345000000000001 0.083955000000000016 0.014805000000000004 0.13528000000000004 0.084380000000000024 -0.10193000000000001
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 6 16 7 -1 10 -10 -9 13 -13 14 -7 -14 -6
right_child=-2 2 -4 -5 5 11 -8 8 9 -11 -12 12 15 -15 -16 -17 -18
leaf_value=0.00060899187933560577 -0.0020617860061108214 -1.9340865516527688e-05 0.00031861633863615734 -0.001262426744172603 -0.00024271661847675839 0.00022138833459381084 0.00069183373240401503 3.786633353123359e-05 -0.00069533782423904635 5.491543990084926e-05 0.00058565934281684326 0.00093058579305892392 -0.00046404087075674848 -0.00080566082751963532 -0.00047706460171652499 2.112751413693351e-05 -0.00058513015917283822
leaf_weight=50 55 50 58 46 48 106 51 166 58 188 70 49 63 52 50 2535 46
leaf_count=50 55 50 58 46 48 106 51 166 58 188 70 49 63 52 50 2535 46
internal_value=0 8.55295e-06 -0.00026337 -0.000623514 2.06409e-05 -3.98207e-06 0.000146596 9.27882e-05 3.75417e-05 -0.000118646 0.000203816 9.3952e-06 2.64157e-05 -0.000203271 0 9.04735e-06 -0.00041899
internal_weight=0 3686 154 96 3532 2949 583 532 482 246 236 2855 2647 208 156 2598 94
internal_count=3741 3686 154 96 3532 2949 583 532 482 246 236 2855 2647 208 156 2598 94
is_linear=0
shrinkage=0.0995203


Tree=7195
num_leaves=16
num_cat=0
split_feature=22 2 2 2 18 2 10 0 7 17 3 8 7 3 18
split_gain=0.0213099 0.00112663 0.00132111 0.00127075 0.00126153 0.00164617 0.00177235 0.00383078 0.000978726 0.000866326 0.00279109 0.000805072 0.000986138 0.000769865 0.000174718
threshold=0.13264000000000004 -0.089054999999999995 -0.091674999999999993 -0.087614999999999985 0.027500000000000007 -0.241895 0.09056500000000002 0.019150000000000004 -0.15142999999999998 0.51326500000000019 0.10119000000000002 -0.49499500000000002 0.077685000000000018 0.091140000000000013 -0.082019999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 14 5 -1 7 -7 -5 11 -11 -10 -13 -6 -3
right_child=-2 3 -4 8 13 6 -8 -9 9 10 -12 12 -14 -15 -16
leaf_value=0.00072900111173116627 -0.0021253018991205103 -0.0005307052564812474 0.00061602168958698161 -0.00041092052586464551 4.4398393938728864e-05 0.00014793919012599826 0.00060158574798624962 -0.00077664996479349057 -0.00028028715040477912 -0.00062795882233959211 0.00033778693735666155 3.2086789377828752e-05 -0.00041316237858198392 -0.00043535059393531828 -0.0002149127053068658
leaf_weight=46 47 46 51 58 63 302 59 52 89 77 47 2642 50 64 48
leaf_count=46 47 46 51 58 63 302 59 52 89 77 47 2642 50 64 48
internal_value=0 7.08312e-06 0.000127643 -1.77706e-05 8.37419e-05 0.000161521 9.63327e-05 9.81124e-06 -6.06119e-06 1.74027e-06 -0.000255308 1.3496e-05 2.35128e-05 -0.000190919 -0.000378158
internal_weight=0 3694 637 3057 586 459 413 354 2963 2905 124 2781 2692 127 94
internal_count=3741 3694 637 3057 586 459 413 354 2963 2905 124 2781 2692 127 94
is_linear=0
shrinkage=0.0995203


Tree=7196
num_leaves=18
num_cat=0
split_feature=19 29 26 2 2 6 6 3 6 2 9 22 26 26 2 6 18
split_gain=0.0133284 0.00290488 0.00209262 0.00383919 0.00706151 0.00458836 0.0105391 0.00449875 0.00445107 0.0027615 0.00321863 0.00211188 0.00183183 0.00179896 0.0011438 0.00201259 0.00155828
threshold=0.14023500000000003 -0.14715999999999999 0.095245000000000024 -0.072624999999999981 -0.069459999999999994 0.091180000000000025 0.094510000000000025 0.096595000000000028 0.086420000000000011 -0.063744999999999982 0.11296000000000002 0.12431000000000002 0.10439000000000002 0.093835000000000016 -0.085804999999999992 0.087975000000000012 0.10307000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 5 -5 8 -7 -8 12 -6 -11 13 -4 14 16 -16 -3
right_child=-2 2 3 4 9 6 7 -9 -10 10 -12 -13 -14 -15 15 -17 -18
leaf_value=0.00082811153149468309 -0.0015940851501625851 0.00012504992464840712 0.00075030177369746253 -0.0010869102373618727 0.00065388368984889195 0.0020017461460426016 -6.1647552809682458e-05 0.0011208015848296891 -0.0005428947599988806 0.00032616922386733652 -0.00046400341449260788 0.00056825291500568406 0 -0.00048409573979964671 4.7796502630587162e-06 -0.00024194044032574687 -0.00046778994248204795
leaf_weight=46 50 795 72 56 75 49 100 46 76 106 98 62 59 80 1538 414 46
leaf_count=46 50 795 72 56 75 49 100 46 76 106 98 62 59 80 1538 414 46
internal_value=0 4.14608e-05 3.13833e-05 0.000181345 -6.53895e-05 0.000388994 0.000735784 0.000305298 5.83526e-05 0.000136713 -4.94107e-05 -5.9943e-06 0.000413417 -1.86716e-05 -5.04736e-06 -4.71279e-05 9.16501e-05
internal_weight=0 3718 3672 737 335 402 195 146 207 279 204 2935 131 2873 2793 1952 841
internal_count=3768 3718 3672 737 335 402 195 146 207 279 204 2935 131 2873 2793 1952 841
is_linear=0
shrinkage=0.0995203


Tree=7197
num_leaves=16
num_cat=0
split_feature=19 29 26 26 5 6 5 17 22 2 18 6 17 22 6
split_gain=0.0108082 0.00235482 0.00193959 0.00662328 0.00223047 0.00728547 0.00429372 0.00191168 0.00148734 0.00143023 0.00164776 0.00131094 0.0016633 0.00151884 0.00122335
threshold=0.14023500000000003 -0.14715999999999999 0.10924500000000002 0.11538500000000003 -0.080724999999999991 -0.101065 -0.071539999999999992 -0.013125 0.12431000000000002 -0.085804999999999992 0.10435500000000002 -0.03764 0.51362000000000008 0.10259500000000003 -0.06656999999999999
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 -6 -8 9 10 14 13 -13 -11 -3
right_child=-2 2 3 4 6 -7 7 -9 -10 11 -12 12 -14 -15 -16
leaf_value=0.00074569770141980356 -0.0014354415388024193 -9.280033983830865e-05 0.0010500925695362639 -0.00030341248880644007 -0.00098432170257096584 0.0012535640627823366 -0.00022413074780207483 0.00039577486419189816 0.00046551501899369193 5.9661530870278045e-05 -0.00043214184962763505 -0.00014719475059945392 0.00038684881681002681 -0.00049130242856555706 0.00019515474442773013
leaf_weight=46 50 183 79 65 47 54 101 95 67 982 54 1168 60 52 665
leaf_count=46 50 183 79 65 47 54 101 95 67 982 54 1168 60 52 665
internal_value=0 3.73602e-05 2.82637e-05 0.000224054 4.1524e-05 0.000396236 -0.000128814 7.21571e-05 1.28691e-06 -8.28473e-06 9.73642e-05 -5.07754e-05 -0.000120435 3.11617e-05 0.000132048
internal_weight=0 3718 3672 441 362 119 243 196 3231 3164 902 2262 1228 1034 848
internal_count=3768 3718 3672 441 362 119 243 196 3231 3164 902 2262 1228 1034 848
is_linear=0
shrinkage=0.0995203


Tree=7198
num_leaves=15
num_cat=0
split_feature=19 29 26 3 9 2 8 5 22 2 36 29 2 26
split_gain=0.00881262 0.00190028 0.00161237 0.00646368 0.00393401 0.00413885 0.00331915 0.00217018 0.00119988 0.00117486 0.00177793 0.00137038 0.00117675 0.00152482
threshold=0.13881500000000005 -0.14715999999999999 0.10924500000000002 0.090360000000000024 0.093235000000000026 -0.077604999999999993 -0.087374999999999994 -0.068984999999999991 0.12431000000000002 -0.085804999999999992 0.088355000000000031 -0.08477999999999998 -0.086414999999999992 0.087525000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 6 -6 -5 -7 9 12 11 -11 13 -3
right_child=-2 2 3 4 5 7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.00067148577365231104 -0.0012010294118030996 -1.988702849823565e-05 0.0010905559703456593 5.0542643811391668e-05 0.00088523727998955875 -0.00041326502200858187 -0.0010769001632725428 0.00026526413247874127 0.00041918683768342072 -0.00048683049875956886 0.00042691777758058046 -4.6614742039635302e-05 0.00047115614140299541 0.00029700999323011267
leaf_weight=46 58 630 69 52 72 76 49 121 67 73 76 2109 74 196
leaf_count=46 58 630 69 52 72 76 49 121 67 73 76 2109 74 196
internal_value=0 3.50705e-05 2.68571e-05 0.000205816 3.86108e-05 0.000239502 -0.00048833 0 2.24276e-06 -6.3439e-06 -4.49085e-05 -6.17176e-05 8.95008e-05 5.43178e-05
internal_weight=0 3710 3664 439 370 269 101 197 3225 3158 2258 2182 900 826
internal_count=3768 3710 3664 439 370 269 101 197 3225 3158 2258 2182 900 826
is_linear=0
shrinkage=0.0995203


Tree=7199
num_leaves=12
num_cat=0
split_feature=19 4 4 26 3 1 1 4 2 9 9
split_gain=0.00721791 0.00183159 0.00130578 0.00132903 0.0053727 0.00322581 0.00370134 0.00175097 0.00204332 0.00110554 0.00170143
threshold=0.14023500000000003 0.15221500000000004 0.14154500000000006 0.10924500000000002 0.090360000000000024 -0.081394999999999981 -0.076329999999999995 0.13279000000000005 -0.0056449999999999998 0.11640000000000002 0.10371500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -6 -7 9 -9 10 -1
right_child=-2 -3 -4 4 5 6 -8 8 -10 -11 -12
leaf_value=-1.3215071162929468e-05 -0.0011730595350614599 0.00055462662264171359 -0.00044666356780998336 0.0010199641262365335 -0.00065838747653322528 0.00079796636021028033 -2.1323700400745281e-05 -1.7653555031714984e-05 0.00085808088752718737 -0.0004298552817639649 0.00037871937163872469
leaf_weight=2898 50 65 58 66 55 71 229 51 51 60 114
leaf_count=2898 50 65 58 66 55 71 229 51 51 60 114
internal_value=0 3.04823e-05 2.09318e-05 2.87034e-05 0.000194917 3.92223e-05 0.000169846 6.39886e-06 0.000412188 -6.80813e-06 1.34732e-06
internal_weight=0 3718 3653 3595 421 355 300 3174 102 3072 3012
internal_count=3768 3718 3653 3595 421 355 300 3174 102 3072 3012
is_linear=0
shrinkage=0.0995203


Tree=7200
num_leaves=20
num_cat=0
split_feature=1 1 27 10 8 8 4 0 19 9 6 9 9 9 8 21 1 27 17
split_gain=0.00563233 0.020668 0.00658837 0.00290353 0.00351961 0.0133688 0.00248365 0.00427515 0.0024679 0.00168501 0.00241286 0.00434823 0.00229092 0.00273594 0.00219511 0.00143822 0.00166536 0.0015582 0.0011914
threshold=-0.075804999999999997 -0.073104999999999989 0.083925000000000013 0.086275000000000018 -0.074504999999999988 -0.068904999999999994 0.10343500000000001 -0.071799999999999989 0.13857500000000003 0.088285000000000016 0.089725000000000013 0.086885000000000032 0.089255000000000015 0.091070000000000026 -0.081415000000000001 0.15544000000000005 -0.068094999999999989 -0.086859999999999993 0.3137100000000001
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 9 -6 7 -7 15 10 14 -12 -11 -14 -1 16 -3 -18 -19
right_child=1 8 -4 -5 5 6 -8 -9 -10 12 11 -13 13 -15 -16 -17 17 18 -20
leaf_value=-0.00010008723585135012 0.0021719491843623052 0.00045047355348599847 -0.0011650598434569661 0.00054630013579853214 -0.0018990506800272431 -0.00058570863719589045 -0.00082404026653363843 0.00016448642838519397 0.00071877673971403706 0.00061465152720940365 -1.6957941022123109e-05 -0.0011621529424266173 -0.00056733434222707693 0.00033152762590082799 0.00050146003057268459 0.00050110798081115797 -0.00053435426364665931 3.4912274545413985e-05 -0.00020508923814670311
leaf_weight=421 46 82 63 61 51 112 52 227 52 83 83 56 58 79 70 61 54 1794 231
leaf_count=421 46 82 63 61 51 112 52 227 52 83 83 56 58 79 70 61 54 1794 231
internal_value=0 8.31171e-05 -0.000168712 -0.000121713 -0.000153886 -0.000381858 -0.00018187 -8.09508e-05 4.05028e-05 -3.43779e-05 -0.000118002 -0.000484221 0.00020137 -4.30372e-05 -1.26596e-05 2.42612e-05 1.04221e-05 -6.54072e-06 7.13006e-06
internal_weight=0 2320 1416 1353 1292 442 391 339 2274 850 630 139 220 137 491 2222 2161 2079 2025
internal_count=3736 2320 1416 1353 1292 442 391 339 2274 850 630 139 220 137 491 2222 2161 2079 2025
is_linear=0
shrinkage=0.0995203


Tree=7201
num_leaves=25
num_cat=0
split_feature=28 1 1 26 0 26 8 26 26 10 1 0 0 0 9 26 8 8 0 1 24 0 5 18
split_gain=0.00567932 0.00263764 0.0167856 0.00407816 0.00629039 0.00861947 0.019854 0.00280252 0.00177693 0.00191574 0.00284232 0.0023359 0.00173909 0.00455848 0.00286656 0.00669928 0.00266896 0.00434396 0.00244138 0.00223559 0.0018081 0.00304593 0.000704235 0.000247372
threshold=0.080375000000000016 -0.075804999999999997 -0.073104999999999989 0.098185000000000022 -0.071799999999999989 0.11790500000000002 -0.074504999999999988 0.11819500000000002 -0.083385000000000001 0.086275000000000018 -0.50597999999999999 -0.087394999999999987 -0.080074999999999993 -0.068604999999999985 0.097510000000000027 0.096535000000000024 -0.063559999999999992 -0.071594999999999992 -0.059114999999999994 -0.047239999999999997 0.083550000000000027 -0.15034 0.25032500000000008 -0.0047450000000000001
decision_type=2 2 2 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 5 6 -5 -6 23 10 22 -12 19 14 15 -14 17 -15 -18 -4 21 -21 -10 -1
right_child=-2 2 12 4 7 -7 -8 -9 9 -11 11 -13 13 16 -16 -17 18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.00020860675834074232 -0.00084046594502157942 0.0019557964648211812 -0.00057337004235787851 -0.00010963934298286963 0.00072841641705735432 0.00020868584479764995 -0.0028613181247302897 -0.00033290049768417004 -0.00031181830308232053 0.00052948938068421707 -0.00041551349982712929 3.274966079420977e-05 0.00052554466219267089 -0.00011517357602943368 0.00094491363280964152 -0.00079717616569208193 -0.00080915051717293384 0.00082388040830405965 -7.2319585523013819e-05 0.00034030347327062931 -0.00061426090955737564 -4.9555857029775668e-05 -0.00089083484812451524 0.00056916539421119662
leaf_weight=49 80 46 71 58 46 50 48 52 48 52 135 770 190 148 84 47 66 72 146 242 46 1097 47 46
leaf_count=49 80 46 71 58 46 50 48 52 48 52 135 770 190 148 84 47 66 72 146 242 46 1097 47 46
internal_value=0 7.0453e-06 7.3883e-05 -9.99501e-05 -0.000460913 -0.000854283 -0.00136341 0.000156915 -1.93022e-05 -5.72055e-05 -8.85323e-05 -3.32138e-05 3.43236e-05 0.000157281 0.000441617 0.000259779 -5.21008e-05 0.000188432 -0.000305572 -2.87042e-05 -1.9159e-07 2.02928e-05 -0.000606897 0.00039181
internal_weight=0 3656 2255 1401 254 156 106 98 1147 1052 1000 905 2209 753 321 237 432 220 212 1456 1385 1339 95 95
internal_count=3736 3656 2255 1401 254 156 106 98 1147 1052 1000 905 2209 753 321 237 432 220 212 1456 1385 1339 95 95
is_linear=0
shrinkage=0.0995203


Tree=7202
num_leaves=20
num_cat=0
split_feature=28 19 5 5 20 17 3 3 3 8 0 5 0 5 9 1 9 4 8
split_gain=0.00460452 0.00241066 0.00251725 0.0210452 0.00162218 0.00240024 0.00496459 0.00437314 0.00225559 0.00179362 0.0066524 0.00954623 0.00408626 0.00191069 0.00396186 0.00244429 0.00117288 0.00755337 0.00226486
threshold=0.080375000000000016 0.14061500000000002 -0.095169999999999991 -0.10123 -0.079725000000000004 -0.45712999999999998 0.10850000000000003 0.098000000000000018 0.096035000000000023 -0.074504999999999988 -0.071799999999999989 -0.081415000000000001 -0.068899999999999989 0.060575000000000011 0.094685000000000033 -0.017214999999999998 0.11408000000000003 0.14727500000000002 0.10528000000000003
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 16 5 8 7 -7 -4 13 11 -11 -12 14 -6 -15 17 18 -1
right_child=-2 -3 4 -5 9 6 -8 -9 -10 10 12 -13 -14 15 -16 -17 -18 -19 -20
leaf_value=7.4567426251699911e-06 -0.00075682251046973667 0.00072224162699822524 -1.5408993783644551e-05 0.0018391979863163518 -2.0320591307732735e-06 1.2446178980825569e-06 -0.00081737870475329826 0.0010218288876243779 0.00082712499360695652 -0.0018487442119404327 0.00077701097737782414 -0.00032391944696172326 -7.2843295456743429e-05 -0.00038583059140166547 0.00084416214861484967 0.00040263791235905209 -0.00034862057689491721 0.0012247327835265974 -0.00069430159217530785
leaf_weight=619 80 46 51 67 960 375 65 47 75 47 65 323 401 228 58 46 84 50 49
leaf_count=619 80 46 51 67 960 375 65 47 75 47 65 323 401 228 58 46 84 50 49
internal_value=0 6.27729e-06 -2.61905e-06 0.000144734 -4.96341e-05 9.23518e-05 -6.15947e-06 0.000116852 0.000479602 -9.09199e-05 -0.000204593 -0.000519826 4.3942e-05 -1.67328e-05 4.53753e-05 -0.000250472 2.15566e-06 4.43337e-05 -4.27941e-05
internal_weight=0 3656 3610 869 2741 613 487 422 126 2128 836 370 466 1292 1018 274 802 718 668
internal_count=3736 3656 3610 869 2741 613 487 422 126 2128 836 370 466 1292 1018 274 802 718 668
is_linear=0
shrinkage=0.0995203


Tree=7203
num_leaves=21
num_cat=0
split_feature=28 26 26 8 8 8 3 26 0 7 3 4 18 0 3 3 4 0 5 17
split_gain=0.00373378 0.00200114 0.00471364 0.00841439 0.00261537 0.0172447 0.00232129 0.00292823 0.006703 0.00181527 0.00253507 0.00334253 0.00424521 0.00141081 0.00323783 0.0013169 0.00258896 0.0010632 0.0022832 0.00141654
threshold=0.080375000000000016 0.10264000000000002 0.11081000000000002 -0.074504999999999988 -0.098504999999999995 -0.11061499999999999 0.090360000000000024 0.11880500000000002 -0.069569999999999993 -0.009689999999999999 0.11125500000000002 0.13271500000000006 -0.13579499999999997 -0.066264999999999991 0.09940000000000003 0.10892000000000003 0.10495500000000003 -0.15137999999999999 -0.27157999999999999 -0.0038549999999999999
decision_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 17 -4 8 -8 -6 15 12 -12 14 -9 16 -11 -1 -19 -20
right_child=-2 2 6 -5 9 -7 7 13 -10 10 11 -13 -14 -15 -16 -17 -18 18 19 -21
leaf_value=0.00031898118784045952 -0.00068150345985990176 0.0001552488216077894 0.00056047270050255723 -0.001667630936861605 -0.00050502562572023104 0.0019456048205602156 -0.001268413622377751 0.00040229581477698774 0.00021569467920339464 -4.1514365227691131e-05 -9.5261796448466824e-05 -0.00042812305975548364 0.0006147579314804652 0.00040117856804070711 -0.00053945631920424876 -0.00048570711551801821 0.00038633325105763198 -0.00064745710172433853 -0.00015747930341019064 0.00042381886141323562
leaf_weight=78 80 47 57 52 68 53 60 66 59 2092 128 62 230 86 79 60 150 58 102 69
leaf_count=78 80 47 57 52 68 53 60 66 59 2092 128 62 230 86 79 60 150 58 102 69
internal_value=0 5.65258e-06 -0.000177787 -0.000793955 3.53793e-05 0.000287849 -2.58973e-05 -0.000123731 -0.000525716 2.50911e-06 1.54889e-05 0.000240524 0.000358609 7.98088e-05 -0.000105151 -2.52131e-05 -1.25243e-05 0 -0.000106428 7.22924e-05
internal_weight=0 3656 506 99 3150 360 407 350 119 2790 2722 420 358 231 145 2302 2242 307 229 171
internal_count=3736 3656 506 99 3150 360 407 350 119 2790 2722 420 358 231 145 2302 2242 307 229 171
is_linear=0
shrinkage=0.0995203


Tree=7204
num_leaves=17
num_cat=0
split_feature=19 2 2 2 2 3 0 0 0 0 5 26 8 0 6 6
split_gain=0.00252927 0.00219926 0.00166105 0.0177864 0.00222114 0.0021808 0.00322844 0.0020831 0.00748766 0.00363497 0.00574809 0.00168716 0.00243271 0.00167303 0.00158941 0.0014003
threshold=0.14061500000000002 -0.241895 -0.082174999999999984 -0.08237499999999999 -0.081734999999999988 0.088605000000000017 -0.14574499999999999 -0.070134999999999989 -0.061654999999999995 -0.078954999999999984 0.0043900000000000015 -0.23202999999999999 0.062560000000000018 0.019150000000000004 0.08846500000000003 0.088315000000000018
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 -6 9 -9 15 -11 -7 -13 -10 -8 -3
right_child=-2 2 4 -5 5 11 14 8 13 10 -12 12 -14 -15 -16 -17
leaf_value=0.00057039999114693522 0.00068205239341579814 2.2026372955455746e-05 0.00052863825340536603 -0.0020152688158974414 0.00084409804749751313 -0.000631216816536727 -1.8555996869911281e-06 -0.0012854557933860782 0.00040160331202778365 0.0014024894538330506 -8.6326509224543852e-05 -5.273959768797043e-05 0.00068097864838437847 -0.00023116601322383209 0.00047768814064336564 -0.00024155905123870736
leaf_weight=62 52 766 84 47 65 48 352 59 67 46 56 1535 46 108 84 268
leaf_count=62 52 766 84 47 65 48 352 59 67 46 56 1535 46 108 84 268
internal_value=0 -1.67355e-05 -2.69864e-05 -0.000111237 2.65655e-05 6.38111e-06 0.000188302 -4.53181e-05 -0.000315814 9.67961e-06 0.000577075 -4.90661e-05 -3.08739e-05 6.41642e-06 8.8656e-05 -4.55e-05
internal_weight=0 3693 3631 1417 2214 2130 501 1370 234 1136 102 1629 1581 175 436 1034
internal_count=3745 3693 3631 1417 2214 2130 501 1370 234 1136 102 1629 1581 175 436 1034
is_linear=0
shrinkage=0.0995203


Tree=7205
num_leaves=24
num_cat=0
split_feature=8 8 9 9 1 38 17 17 20 17 3 26 17 17 2 9 26 26 1 6 8 8 26
split_gain=0.00210668 0.00482307 0.0019697 0.00167295 0.00207552 0.001547 0.00146939 0.00163463 0.00268434 0.0024957 0.00143076 0.0136613 0.00191975 0.00354012 0.00167963 0.00184497 0.00419989 0.00148431 0.00412796 0.00213591 0.000999307 0.00189682 0.00275503
threshold=-0.073644999999999988 -0.075129999999999988 -0.093949999999999992 -0.063329999999999984 0.50644500000000015 -0.077474999999999988 -0.56368999999999991 -0.031185000000000001 -0.077044999999999988 -0.042709999999999991 0.08511500000000001 0.089005000000000015 -0.50029000000000001 -0.53299999999999992 -0.080644999999999994 0.083925000000000013 0.084355000000000027 0.096685000000000021 -0.06921999999999999 0.11766500000000002 -0.083944999999999992 -0.08569499999999998 0.086420000000000011
decision_type=2 2 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 -2 5 6 -4 -5 9 -9 -8 11 20 13 -12 15 -14 -17 19 -19 -16 21 22 -1
right_child=2 -3 3 4 -6 -7 7 8 -10 -11 12 -13 14 -15 17 16 -18 18 -20 -21 -22 -23 -24
leaf_value=-7.8827611726179134e-05 -0.00050036256917393429 -0.0010078566656208186 8.4999906413825037e-05 0.00059070683120946105 -0.0005524325275724967 0.00087629190669617177 3.0591692944556443e-05 -0.00017054647570452142 0.00030651617005652415 -0.0006137273588298403 0.00012269120515034316 -0.0015146861104082356 -0.00035053160739007547 -0.0010229752180449581 -8.531938333844672e-05 0.00092961719762830108 9.8377225487880304e-05 0.00080332867170350149 -0.00030512898156166517 -0.00076527838369218836 0.00038629222040941424 -0.00052840916566469819 0.00075395944842846982
leaf_weight=213 55 53 51 58 50 52 595 152 480 66 55 67 71 50 615 67 637 64 68 50 63 65 48
leaf_count=213 55 53 51 58 50 52 595 152 480 66 55 67 71 50 615 67 637 64 68 50 63 65 48
internal_value=0 -6.93308e-05 8.20541e-05 0.000103897 7.47477e-05 0.000492435 9.85653e-05 7.58562e-05 0.000190484 -3.25043e-05 -4.56268e-05 -0.000201961 -2.62907e-06 -0.000415068 2.43986e-05 0.000129113 0.00017865 -7.63986e-05 0.000226103 -0.000137675 2.20334e-05 -4.58491e-05 7.11922e-05
internal_weight=0 2186 1559 1504 1401 103 1351 1293 632 661 2133 456 1677 105 1572 775 704 797 132 665 389 326 261
internal_count=3745 2186 1559 1504 1401 103 1351 1293 632 661 2133 456 1677 105 1572 775 704 797 132 665 389 326 261
is_linear=0
shrinkage=0.0995203


Tree=7206
num_leaves=17
num_cat=0
split_feature=19 2 2 2 2 8 0 0 2 0 0 26 8 2 8 6
split_gain=0.00193638 0.00164403 0.00138829 0.0144381 0.00181548 0.00181362 0.00254387 0.00170862 0.00728456 0.00327692 0.00192882 0.00153528 0.00199779 0.00174462 0.00174228 0.00102175
threshold=0.14061500000000002 -0.241895 -0.082174999999999984 -0.08237499999999999 -0.081055000000000002 -0.088144999999999987 -0.080434999999999993 -0.069955000000000003 -0.095204999999999998 -0.076439999999999994 0.019150000000000004 -0.23202999999999999 -0.046889999999999994 -0.047824999999999999 -0.062834999999999988 0.088315000000000018
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 -4 -7 9 10 15 -9 -6 14 -14 -13 -3
right_child=-2 2 4 -5 11 6 -8 8 -10 -11 -12 12 13 -15 -16 -17
leaf_value=0.00049334897420876054 0.0005972007222562073 3.0224566237456053e-05 -0.00014623364704421745 -0.0018156645637974257 -0.00053104339387188967 0.00083011677215611096 -2.6303000057202167e-05 0.00043023144592728218 -0.0012875261142050883 0.00079676415475913524 -0.00024478049713684135 -2.744234178449009e-05 0.00044005963393181928 5.8642137643782499e-05 -0.00050504018453508925 -0.0001870666127453656
leaf_weight=62 52 800 58 47 53 89 53 70 55 50 104 1247 162 471 81 291
leaf_count=62 52 800 58 47 53 89 53 70 55 50 104 1247 162 471 81 291
internal_value=0 -1.42161e-05 -2.31083e-05 -0.000100148 2.58288e-05 0.000311838 0.000504702 -4.0697e-05 -0.000288886 8.39746e-06 2.20713e-05 -2.16687e-06 1.17097e-05 0.000157549 -5.71894e-05 -2.69827e-05
internal_weight=0 3693 3631 1417 2214 200 142 1370 229 1141 174 2014 1961 633 1328 1091
internal_count=3745 3693 3631 1417 2214 200 142 1370 229 1141 174 2014 1961 633 1328 1091
is_linear=0
shrinkage=0.0995203


Tree=7207
num_leaves=22
num_cat=0
split_feature=8 8 8 0 23 9 5 9 0 8 17 26 8 6 0 6 0 8 1 6 5
split_gain=0.00157302 0.00380522 0.00167741 0.00476118 0.00170009 0.00176832 0.00323962 0.00308255 0.00178523 0.00147186 0.00398599 0.00184594 0.00125415 0.0014396 0.00149405 0.00372958 0.00467246 0.0031922 0.00575909 0.00270014 0.00215467
threshold=-0.073644999999999988 -0.075129999999999988 -0.069444999999999993 -0.073464999999999989 -0.046924999999999994 0.11408000000000003 -0.081415000000000001 0.10591500000000002 -0.061654999999999995 -0.046889999999999994 -0.036600000000000001 -0.025024999999999999 -0.076924999999999993 0.11816500000000002 -0.080884999999999999 0.094510000000000025 -0.077784999999999993 -0.081174999999999983 -0.0327 0.090600000000000028 -0.095609999999999987
decision_type=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 -2 -4 7 -7 9 -8 10 -6 -11 13 14 17 19 -17 20 -19 -16 -1
right_child=2 -3 4 -5 5 6 8 -9 -10 11 -12 -13 -14 -15 15 16 -18 18 -20 -21 -22
leaf_value=-0.00025382971837453468 -0.00030631027743851483 -0.00089331151577918351 -0.00052253846229473853 0.00093418881220627345 -0.00069039081007463447 0.0010060728097632107 0.00041325861242950057 -0.00056061862550335498 -0.00031112976165534133 -7.0306715837809683e-05 0.00024094291335700221 0.0002192696513569046 0.00035440236248166792 -0.00046839364198070178 7.149508624059723e-05 0.0013225582493722752 -1.5499664353384881e-05 -0.0014486159155877494 6.5955646792117492e-05 -0.00071670353972061657 2.6936823382496164e-05
leaf_weight=368 51 53 51 74 86 53 74 85 61 341 95 588 77 80 350 51 50 46 52 49 1010
leaf_count=368 51 53 51 74 86 53 74 85 61 341 95 588 77 80 350 51 50 46 52 49 1010
internal_value=0 -5.96329e-05 7.1177e-05 0.000421516 4.00674e-05 6.14062e-05 0.000345341 1.60519e-05 7.98785e-05 6.09489e-05 -0.000197047 0.000112096 -3.85342e-05 -5.36484e-05 -3.64428e-05 0.000111523 0.000652048 -8.71214e-05 -0.000636613 -2.32496e-05 -4.74489e-05
internal_weight=0 2186 1559 125 1434 1383 188 1195 135 1110 181 929 2133 2056 1976 500 101 1476 98 399 1378
internal_count=3745 2186 1559 125 1434 1383 188 1195 135 1110 181 929 2133 2056 1976 500 101 1476 98 399 1378
is_linear=0
shrinkage=0.0995203


Tree=7208
num_leaves=13
num_cat=0
split_feature=10 25 27 17 21 9 9 8 24 17 3 5
split_gain=0.00341496 0.00338503 0.00258052 0.00221654 0.00221614 0.00232602 0.00315152 0.00228968 0.0021021 0.00154064 0.00262185 0.00114456
threshold=0.09056500000000002 0.096120000000000025 0.12102500000000002 -0.50029000000000001 0.089350000000000027 0.084675000000000014 0.094085000000000016 -0.070649999999999991 -0.070004999999999998 0.12576000000000004 0.092635000000000023 -0.0070049999999999999
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 11 -11 -10
right_child=-2 -3 -4 8 7 6 -8 -9 9 10 -12 -13
leaf_value=0 0.00071289377705450281 0.00081907039890838861 0.0007716679315961292 -0.00060601448394607678 0.00057939474934820307 -0.0012952171314820759 -0.00020401865704347105 -0.00024718331866683808 0.00014293495444628822 -0.00036684033414721197 7.5336680637694912e-05 4.031929941302968e-06
leaf_weight=66 79 56 47 47 54 53 56 85 1724 208 362 910
leaf_count=66 79 56 47 47 54 53 56 85 1724 208 362 910
internal_value=0 5.05312e-05 3.83892e-05 2.84922e-05 -0.00022351 -0.000459764 -0.000742112 6.8044e-05 5.30838e-05 6.30077e-05 -8.4583e-05 9.52572e-05
internal_weight=0 3668 3612 3565 314 175 109 139 3251 3204 570 2634
internal_count=3747 3668 3612 3565 314 175 109 139 3251 3204 570 2634
is_linear=0
shrinkage=0.0995203


Tree=7209
num_leaves=16
num_cat=0
split_feature=10 25 9 17 26 2 2 2 21 26 8 4 26 17 6
split_gain=0.002768 0.00274414 0.00216088 0.00183239 0.00188197 0.00371603 0.00599683 0.00426104 0.00183654 0.00349255 0.00238038 0.0019207 0.00180174 0.00438113 0.00184
threshold=0.09056500000000002 0.096120000000000025 0.22832000000000005 -0.50029000000000001 0.089485000000000023 -0.079954999999999984 -0.08237499999999999 -0.078784999999999994 0.089350000000000027 0.090845000000000023 -0.069785 0.097375000000000017 0.088325000000000028 -0.011514999999999999 -0.425425
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 12 6 -6 -7 10 -10 -1 -12 14 -14 -5
right_child=-2 -3 -4 4 5 7 -8 -9 9 -11 11 -13 13 -15 -16
leaf_value=-0.00091714412820466124 0.00064194647337979934 0.00073755634511966982 0.00071296650637945713 -0.00039007484138548593 9.7302150190380909e-05 -0.00086552559617130158 0.00091467480345771375 8.5902314196530235e-05 0.00052008251004255956 -0.00048051218595585444 0.00031135158662986553 -0.00051262728068378533 0.00019722022382232036 -0.00085444685140546493 4.1569884286380057e-05
leaf_weight=62 79 56 46 103 242 50 143 682 76 63 50 62 76 79 1878
leaf_count=62 79 56 46 103 242 50 143 682 76 63 50 62 76 79 1878
internal_value=0 4.5514e-05 3.4558e-05 2.55772e-05 4.791e-05 0.000152617 0.000403024 1.97957e-05 -0.000203911 6.06862e-05 -0.00041999 -0.00013747 -6.46229e-06 -0.000333509 1.87137e-05
internal_weight=0 3668 3612 3566 3253 1117 385 732 313 139 174 112 2136 155 1981
internal_count=3747 3668 3612 3566 3253 1117 385 732 313 139 174 112 2136 155 1981
is_linear=0
shrinkage=0.0995203


Tree=7210
num_leaves=14
num_cat=0
split_feature=12 1 8 10 5 0 6 4 20 19 19 30 4
split_gain=0.00228338 0.00377063 0.00397741 0.00316896 0.00182203 0.00156558 0.00248884 0.00221369 0.00146677 0.00104911 0.00106766 0.00101444 0.000361221
threshold=0.098385000000000028 0.41696500000000009 -0.0049949999999999994 0.09056500000000002 0.63455500000000009 -0.14680499999999999 -0.097455 0.091750000000000012 -0.042414999999999994 0.14061500000000002 0.11028000000000003 0.085495000000000029 0.13699000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 5 6 7 -1 -8 10 -7 12 -3
right_child=-2 2 -4 -5 -6 9 8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0010999448655019627 -0.00062790366073091938 -0.00025715386680806525 0.001011571980792862 0.00081373757506184529 -0.00056683321401639628 6.2738686920729291e-05 -0.00025783809197885377 -0.00013151360885062206 0.00025062840173892715 0.00049909404737186538 -0.00017125276384303631 0.00043617673159394599 0.00012958369333126828
leaf_weight=46 48 47 81 51 51 2771 108 52 117 52 206 71 46
leaf_count=46 48 47 81 51 51 2771 108 52 117 52 206 71 46
internal_value=0 6.16213e-05 0.00043918 3.46032e-05 2.26859e-05 3.18995e-05 -0.000175783 -0.000594437 2.92614e-06 5.43162e-05 4.62722e-05 0.000151483 -5.70619e-05
internal_weight=0 3699 245 3454 3403 3352 323 98 225 3029 2977 164 93
internal_count=3747 3699 245 3454 3403 3352 323 98 225 3029 2977 164 93
is_linear=0
shrinkage=0.0995203


Tree=7211
num_leaves=9
num_cat=0
split_feature=25 12 20 11 29 9 3 9
split_gain=0.00193452 0.00186497 0.00328011 0.0021156 0.00153272 0.00115583 0.00588751 0.0020234
threshold=0.096120000000000025 0.098385000000000028 0.27003000000000005 -0.37506 -0.10671499999999999 0.090775000000000022 0.090360000000000024 0.089855000000000032
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -6
right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=0.00058851290980141836 0.00059949772520914073 -0.00059062565281394245 0.00080935218576850751 -0.00053434892165115191 9.9062653902933524e-06 0.00078846292984563492 3.71190114168654e-05 -0.00045431735900647026
leaf_weight=67 62 46 55 48 2210 115 1047 97
leaf_count=67 62 46 55 48 2210 115 1047 97
internal_value=0 3.78037e-05 4.59726e-05 3.40293e-05 2.32335e-05 3.11846e-05 0.000112182 -9.25762e-06
internal_weight=0 3685 3639 3584 3517 3469 1162 2307
internal_count=3747 3685 3639 3584 3517 3469 1162 2307
is_linear=0
shrinkage=0.0995203


Tree=7212
num_leaves=28
num_cat=0
split_feature=17 18 0 8 0 2 0 2 0 4 9 18 6 9 0 26 26 0 20 4 9 4 4 4 8 0 0
split_gain=0.00316475 0.0215197 0.00213721 0.00280139 0.00521633 0.00410176 0.00244323 0.00417687 0.00377086 0.00203109 0.00487799 0.00205218 0.00255787 0.00259678 0.00174631 0.00169697 0.00293135 0.00281287 0.00148992 0.00186252 0.00252268 0.0027892 0.00217289 0.00254884 0.0014492 0.00150346 0.00095193
threshold=0.052150000000000009 -0.091594999999999996 -0.076914999999999997 -0.068549999999999986 -0.070374999999999993 -0.057419999999999999 -0.08317999999999999 -0.07360499999999999 -0.085684999999999997 0.12498500000000003 0.11222500000000002 0.10307000000000002 0.095760000000000026 0.09235500000000002 -0.087184999999999999 0.087625000000000022 0.089795000000000028 -0.15034 -0.224635 0.094025000000000011 0.098720000000000016 0.10300500000000003 0.087495000000000031 0.084755000000000025 -0.07034 -0.040384999999999997 -0.080500000000000002
decision_type=2 2 2 2 2 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 6 4 -4 -5 8 26 15 11 24 18 13 14 -13 17 -17 -3 -1 22 21 -21 23 -20 25 -11 -8
right_child=1 2 3 5 -6 -7 7 -9 -10 10 -12 12 -14 -15 -16 16 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00055253585654729928 0.0022907832343655398 0.00027463854309616327 0.0012122975895413361 -0.00054378239821218342 -5.3708651793161112e-05 0.00063392128388088328 -0.00024864856262170776 -0.00095666147030425207 0.00079309179199645767 0.00056072992732798051 0.0011795479514211916 1.2317613512070866e-05 -0.00085241497587744527 0.00052610227469972724 -0.00079292649336702237 0.00088956339026323385 -6.1017098737108776e-05 -0.00048447514489112563 3.3751773240597436e-05 -0.00054968662166991549 -0.00086933022083482208 5.4079949404807716e-05 0.00054860257554982398 -0.00061494113478715879 -0.00033435602645340068 -0.00015623874049590258 0.00034272981938296925
leaf_weight=48 47 77 74 64 55 54 51 64 70 68 48 53 63 46 50 48 93 126 1808 103 49 280 78 62 63 48 56
leaf_count=48 47 77 74 64 55 54 51 64 70 68 48 53 63 46 50 48 93 126 1808 103 49 280 78 62 63 48 56
internal_value=0 0.000218182 0.000100116 0.000345616 0.000666182 0 -2.13968e-06 -0.000319968 0.00012716 2.03214e-06 0.000287954 -2.22427e-05 -0.000319228 -8.82922e-05 -0.00037063 -5.96974e-06 0.000256779 -0.000192503 3.35133e-06 -7.38071e-06 -0.000194612 -0.000106153 3.37207e-05 1.18065e-05 4.42933e-05 0.000256996 5.32072e-05
internal_weight=0 879 832 247 129 118 585 171 414 2867 227 2640 212 149 103 344 141 203 2428 2380 432 383 1948 1870 179 116 107
internal_count=3746 879 832 247 129 118 585 171 414 2867 227 2640 212 149 103 344 141 203 2428 2380 432 383 1948 1870 179 116 107
is_linear=0
shrinkage=0.0995203


Tree=7213
num_leaves=26
num_cat=0
split_feature=3 3 5 17 17 1 9 5 21 1 0 5 26 9 29 9 29 4 0 5 2 4 21 2 4
split_gain=0.00511484 0.013147 0.00232667 0.00122156 0.0018397 0.0104026 0.00628223 0.00144582 0.00285048 0.00231951 0.00358231 0.0055863 0.00193332 0.00346716 0.0058485 0.00240734 0.00131212 0.00137802 0.00211118 0.00159388 0.00125447 0.000716772 0.000940837 0.00118742 0.00090816
threshold=0.083955000000000016 0.08345000000000001 -0.50273499999999982 -0.0064000000000000003 -0.012754999999999999 -0.083284999999999984 0.087885000000000019 -0.021739999999999999 -0.010234999999999999 -0.068094999999999989 -0.082494999999999999 -0.0018599999999999999 -0.22971 0.11408000000000003 0.091500000000000012 0.10371500000000002 -0.077709999999999987 0.10724500000000002 0.12433000000000002 0.062500000000000014 -0.095204999999999998 0.13528000000000004 0.084260000000000015 -0.090394999999999989 0.081905000000000019
decision_type=2 2 2 2 2 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 16 -6 -7 12 -9 10 -10 -12 -5 14 15 -14 -2 18 20 -19 -18 22 23 -4 -25
right_child=3 -3 21 7 5 6 -8 8 9 -11 11 -13 13 -15 -16 -17 17 19 -20 -21 -22 -23 -24 24 -26
leaf_value=0.0007782247267533515 -0.00042190440762648076 0.0016909180483140741 -8.6588970672052493e-05 0.00061747815353670264 -0.0014198268580945719 -0.00043296630329685889 0.0010506667515435459 0.00081792209643197016 0.0010152801035013576 -0.00031680728285896412 -0.00082436569962571996 0.00046356765257280787 2.515463092413299e-05 -0.00064069387067250177 0.001136317263250174 -0.00065748974250679642 0.0002275265536604711 0 -0.00057609641768496507 0.00076630875721826037 -3.6491490918650437e-05 -0.00030372052348905375 -0.00025875556729043777 0.00011651247642382663 0.00069624101317955522
leaf_weight=48 75 64 77 51 60 66 49 70 51 88 49 104 961 80 46 54 211 63 65 49 1144 52 54 58 57
leaf_count=48 75 64 77 51 60 66 49 70 51 88 49 104 961 80 46 54 211 63 65 49 1144 52 54 58 57
internal_value=0 0.000379472 0.000134526 6.70233e-06 -4.92641e-05 -0.000355901 0.000192072 7.14068e-05 0.000245779 0.000105818 0.000292139 4.57416e-05 1.77648e-05 -8.32352e-06 3.8586e-05 -1.03569e-05 -1.53623e-05 4.00586e-06 -2.19609e-05 0.000340536 4.01714e-06 2.8096e-05 0.000101564 0.000207167 0.000410975
internal_weight=0 410 346 3336 1782 175 115 1554 362 292 204 153 1192 1141 1061 1015 1607 1532 1420 112 1355 298 246 192 115
internal_count=3746 410 346 3336 1782 175 115 1554 362 292 204 153 1192 1141 1061 1015 1607 1532 1420 112 1355 298 246 192 115
is_linear=0
shrinkage=0.0995203


Tree=7214
num_leaves=22
num_cat=0
split_feature=18 17 17 18 18 2 8 17 5 4 5 0 4 8 4 1 1 20 0 1 17
split_gain=0.00286967 0.0183657 0.00270624 0.00170343 0.00240895 0.00138072 0.0019198 0.00362669 0.00320348 0.00117233 0.00441998 0.00193382 0.00220976 0.00217278 0.00211572 0.00133425 0.00238534 0.00218435 0.00123367 0.000847037 0.00121372
threshold=-0.093649999999999997 0.0036400000000000009 -0.56005499999999986 -0.097059999999999994 -0.10387 0.097285000000000024 -0.070134999999999989 -0.467555 0.2686150000000001 0.12498500000000003 -0.49053999999999998 0.12433000000000002 0.086380000000000026 0.090890000000000012 0.090805000000000011 -0.010395 -0.011964999999999998 -0.085594999999999991 -0.0033699999999999997 0.50996500000000011 -0.031185000000000001
decision_type=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 5 6 7 -1 -8 11 -11 12 15 14 -14 16 -4 -17 19 20 -12
right_child=2 -3 9 -5 -6 -7 8 -9 -10 10 18 -13 13 -15 -16 17 -18 -19 -20 -21 -22
leaf_value=-0.0008141356057960983 -0.0006207629697276483 0.0020691209504502288 -7.0050665362843742e-06 0.00056243687193223587 -0.00063475817266226255 -0.00036487147436978961 -0.00020004741365943653 0.00023572239619998583 0.00057836969006812397 0.00087916717290576179 -5.4749723231097901e-05 0.0004683731954601207 -0.0007474828625420669 -0.00084877493316001947 -5.5383349724014005e-05 0.00047619758688959609 -0.00072144579514076478 4.8456956021091737e-05 -0.00039755311182550831 -0.0001810457941918656 0.00058425013096261057
leaf_weight=50 67 50 1379 63 51 57 75 92 164 73 52 84 50 48 382 147 48 636 60 56 62
leaf_count=50 67 50 1379 63 51 57 75 92 164 73 52 84 50 48 382 147 48 636 60 56 62
internal_value=0 0.000242075 4.60608e-06 7.5099e-05 1.0639e-05 8.76571e-05 0.000157507 -0.000128181 0.000330671 1.84892e-05 0.000204379 -1.52013e-06 -1.64977e-05 -0.000210227 -0.000137383 2.52089e-05 -3.16104e-05 0.000129806 -6.23416e-06 0.000127063 0.000285596
internal_weight=0 602 3144 552 489 438 381 142 239 3077 303 2774 2690 480 432 2210 1427 783 230 170 114
internal_count=3746 602 3144 552 489 438 381 142 239 3077 303 2774 2690 480 432 2210 1427 783 230 170 114
is_linear=0
shrinkage=0.0995203


Tree=7215
num_leaves=14
num_cat=0
split_feature=3 18 4 18 36 4 10 10 2 27 24 26 27
split_gain=0.00419376 0.01755 0.00238279 0.00193108 0.00178186 0.00103772 0.000863308 0.00201126 0.00120109 0.000988569 0.00130183 0.00103645 0.000518161
threshold=0.083955000000000016 -0.092864999999999989 0.11541000000000003 -0.0086449999999999982 0.089535000000000017 0.075700000000000031 0.090150000000000022 0.086275000000000018 -0.24163499999999999 -0.032854999999999995 -0.023524999999999997 -0.23033499999999998 0.079300000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5 7 8 -2 -10 -11 -12 -7
right_child=6 2 4 5 -6 12 -8 -9 9 10 11 -13 -14
leaf_value=0.001867512891372043 -0.00050077256608932735 -0.00050416084470834366 0.00090478974922236332 0.00043498645515249089 6.471596500437485e-05 -0.00032773035013800586 -0.00034923220981835978 0.00059500311643132648 0.00037323283708350378 -0.00047356733469019184 0.000355510332046382 -2.9972207827878737e-06 0.00010998010929911986
leaf_weight=63 47 82 48 56 57 50 68 57 71 57 82 2954 54
leaf_count=63 47 82 48 56 57 50 68 57 71 57 82 2954 54
internal_value=0 0.000338975 5.91004e-05 -0.000109962 0.000456546 8.69479e-05 1.43827e-06 8.98547e-06 -1.16228e-06 6.00052e-06 -2.16466e-06 6.41616e-06 -9.25863e-05
internal_weight=0 410 347 242 105 160 3336 3268 3211 3164 3093 3036 104
internal_count=3746 410 347 242 105 160 3336 3268 3211 3164 3093 3036 104
is_linear=0
shrinkage=0.0995203


Tree=7216
num_leaves=23
num_cat=0
split_feature=1 18 18 2 9 17 18 18 18 20 20 9 4 9 20 2 2 4 2 6 6 18
split_gain=0.00590189 0.00344254 0.00934581 0.00606641 0.0129758 0.00271931 0.00263818 0.00175447 0.0158256 0.00185837 0.00229889 0.00208536 0.00192729 0.00187941 0.00163326 0.00198943 0.00196775 0.00136543 0.0021114 0.00338336 0.00156316 0.00146121
threshold=0.62916000000000016 -0.087529999999999983 -0.089234999999999995 -0.10934999999999999 0.094435000000000033 -0.54752499999999993 -0.015440000000000001 0.022040000000000008 0.082540000000000016 -0.065249999999999989 -0.047309999999999998 0.11296000000000002 0.10557500000000002 0.083955000000000016 -0.092114999999999989 -0.080555000000000002 -0.062394999999999999 0.084755000000000025 -0.072419999999999998 -0.052844999999999996 -0.0088699999999999994 -0.14343999999999998
decision_type=2 2 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 -3 9 -9 12 -11 -12 13 -7 16 -16 -10 18 20 -20 -5 -19
right_child=-2 5 -4 17 -6 7 -8 8 14 10 11 -13 -14 -15 15 -17 -18 21 19 -21 -22 -23
leaf_value=-0.0019896854667461033 -0.0011787258156886952 -1.509699423641303e-05 -0.001237372934393802 -0.00023152403766138883 0.00024280459205298991 0.00023253462386699588 0.0010284499064428009 -0.0017411140165265631 -0.00010835342513432213 0.00073410168411858895 7.8297500346918654e-05 -0.00046291022731155112 -0.00073485420253464027 -0.0002099301681748396 9.2034918904450571e-05 -0.00022205505497689343 0.00078014189350639803 5.2771472686688341e-05 -0.00018693870368613632 0.00090812567224970867 0.00015978330517572338 -0.00061868719092334889
leaf_weight=51 50 47 88 247 51 130 46 59 48 50 1114 75 51 344 315 533 48 53 49 62 169 74
leaf_count=51 50 47 88 247 51 130 46 59 48 50 1114 75 51 344 315 533 48 53 49 62 169 74
internal_value=0 -8.864e-05 -0.000265409 -0.000151187 -0.000865415 -3.61884e-05 0.000492264 -5.42458e-05 -0.000159366 5.06097e-06 7.20018e-05 4.34706e-05 -0.00015136 -8.6852e-05 -5.96397e-05 -0.000104417 0.000327367 -3.85422e-05 3.06302e-05 0.000417344 -7.05876e-05 -0.000332026
internal_weight=0 3704 844 756 102 2860 93 2767 1003 1764 1239 1189 525 474 944 848 96 654 527 111 416 127
internal_count=3754 3704 844 756 102 2860 93 2767 1003 1764 1239 1189 525 474 944 848 96 654 527 111 416 127
is_linear=0
shrinkage=0.0995203


Tree=7217
num_leaves=17
num_cat=0
split_feature=30 3 3 5 3 3 1 17 5 3 36 7 10 17 1 3
split_gain=0.00540731 0.00347012 0.0254368 0.00462587 0.0194634 0.00343967 0.0271605 0.0021222 0.00155635 0.0018303 0.00128035 0.00124478 0.00127855 0.0032313 0.00118027 0.000819081
threshold=0.12577500000000003 0.090050000000000033 0.089735000000000023 -0.092239999999999989 0.08666500000000002 0.08888500000000002 -0.083284999999999984 -0.0046399999999999992 -0.088604999999999989 0.088535000000000016 0.088355000000000031 0.07988000000000002 0.090150000000000022 -0.55754499999999996 -0.44477499999999998 0.090435000000000029
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 8 -7 -1 -5 -10 -9 12 13 -3 -15 -16
right_child=-2 11 -4 5 -6 6 -8 10 9 -11 -12 -13 -14 14 15 -17
leaf_value=0.00055605009150215719 -0.0011668109433849284 0.00065381549315122729 -0.0024473444973831171 0.00059235970016914227 -0.0018017026043595846 -0.002455564055228409 0.00056763720377030072 -0.00032754847706636486 -3.0763243699535253e-05 0.0005443615773335727 0.00022942229802815509 0.00048036324134772819 -0.00052688042862919558 -0.00037678617516948834 0.00037101934829308415 -1.5358727721677519e-05
leaf_weight=51 46 73 48 46 80 46 81 140 994 58 56 53 46 88 56 1792
leaf_count=51 46 73 48 46 80 46 81 140 994 58 56 53 46 88 56 1792
internal_value=0 -7.9592e-05 -0.00019011 -0.000119771 -0.000452502 -3.02835e-05 -0.000520935 -1.21996e-05 2.57221e-05 1.6702e-07 -0.000164237 3.90405e-06 -7.98584e-06 3.4878e-06 -2.0611e-05 -3.20731e-06
internal_weight=0 3708 1600 1552 327 1225 127 247 1098 1052 196 2108 2055 2009 1936 1848
internal_count=3754 3708 1600 1552 327 1225 127 247 1098 1052 196 2108 2055 2009 1936 1848
is_linear=0
shrinkage=0.0995203


Tree=7218
num_leaves=22
num_cat=0
split_feature=8 8 1 4 1 8 5 4 21 1 1 4 2 2 20 4 4 9 4 17 17
split_gain=0.00487539 0.0497563 0.00356883 0.00215375 0.00341515 0.00191111 0.00187795 0.00173545 0.00235788 0.00327246 0.00297058 0.00167825 0.00201439 0.0020879 0.00127771 0.00295672 0.00102223 0.000877111 0.00116706 0.000756024 0.00184437
threshold=-0.10337499999999999 -0.11257499999999999 0.51390500000000017 0.10300500000000003 -0.49056499999999997 -0.14546000000000001 -0.0031649999999999998 0.084755000000000025 0.090285000000000018 -0.018369999999999997 -0.42149500000000001 0.080475000000000033 0.0049750000000000011 -0.012154999999999999 -0.058504999999999995 0.11103500000000002 0.12220000000000002 -0.37999999999999995 0.13210500000000003 -0.052269999999999997 0.07134500000000002
decision_type=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 17 14 11 9 10 -9 12 13 -2 -6 -16 -8 -1 19 -19 -21
right_child=2 -3 -4 4 6 -7 16 8 -10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 20 -22
leaf_value=-0.00042488565523666512 -4.2432256251043513e-05 -0.0031399864398643832 -0.00072936617499650151 0.00090534043321134953 -0.0002457685639743202 0.00053315189562357969 -0.00063213327268069465 -0.00058303978432922097 0.00021365208176130196 -0.0010221482903175572 0.00039414024820776621 0.00056379756637744863 -0.00062223615101922086 0.00056119184341861387 0.00089960367787092922 6.4743472579180066e-05 1.309963978429113e-06 0.00012018024669738009 0.00034221196845102915 -0.00058275508578913525 0.00012545029630941536
leaf_weight=63 2395 57 73 57 46 57 47 72 64 70 53 46 58 58 62 138 49 76 69 80 64
leaf_count=63 2395 57 73 57 46 57 47 72 64 70 53 46 58 58 62 138 49 76 69 80 64
internal_value=0 -0.000385334 -4.08883e-05 -2.5001e-05 0.000190931 0 6.94696e-05 -5.58873e-05 -0.000301728 -0.000475076 -0.000162166 -3.06658e-05 -4.1882e-05 -2.78261e-05 0.000217092 0.000327643 -0.000300286 -8.79995e-05 -1.1728e-05 -0.000126457 -0.000262312
internal_weight=0 466 3288 3215 399 409 342 2816 259 195 125 2557 2511 2453 246 200 96 352 289 220 144
internal_count=3754 466 3288 3215 399 409 342 2816 259 195 125 2557 2511 2453 246 200 96 352 289 220 144
is_linear=0
shrinkage=0.0995203


Tree=7219
num_leaves=20
num_cat=0
split_feature=30 8 8 8 4 1 1 6 11 17 6 0 4 4 21 27 0 3 8
split_gain=0.00439017 0.00454998 0.0401196 0.00169065 0.00143461 0.002964 0.00149423 0.0028801 0.00203022 0.0013731 0.00328593 0.00137149 0.00187544 0.00250781 0.00127885 0.00111174 0.000924598 0.000744806 0.000701012
threshold=0.12577500000000003 -0.10337499999999999 -0.11257499999999999 -0.16019999999999998 0.10300500000000003 -0.49056499999999997 -0.047889999999999995 -0.045589999999999999 -0.084384999999999988 0.50822500000000015 0.11642500000000001 -0.23032 0.097375000000000017 0.08544000000000003 0.10068500000000002 0.078065000000000023 -0.14075499999999999 0.094685000000000033 -0.48834
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 14 9 -6 -7 8 -8 11 17 -3 13 -13 16 -5 -1 -11 -18
right_child=-2 4 -4 15 5 6 7 -9 -10 10 -12 12 -14 -15 -16 -17 18 -19 -20
leaf_value=-0.00061150442910129282 -0.0010428685368212615 -0.00049626499068972042 -0.0028274942068599162 0.00065613516727202953 0.00081524085115160878 -0.00039269501660375768 -0.00060797700953178606 0.00076739171938638355 0.00012028954429748808 0.00022301663892079014 0.00085052993832069397 -6.182860932072573e-05 -0.00056302696851242857 0.00041144067005897521 0.00028120522725911141 4.2574002174708055e-05 -0.00036647133091159619 -0.00027182826820744611 4.5922432485307182e-05
leaf_weight=55 46 72 57 51 57 64 46 58 215 50 56 2377 70 116 54 76 70 73 91
leaf_count=55 46 72 57 51 57 64 46 58 215 50 56 2377 70 116 54 76 70 73 91
internal_value=0 -6.32304e-05 -0.000358487 -1.93278e-06 -2.17844e-05 0.000144864 4.2958e-05 0.000132928 -4.92754e-06 -4.81327e-05 0.000217526 -6.649e-05 -5.40973e-05 -3.94789e-05 -0.000144826 0.000295411 -0.000255124 -6.40163e-05 -0.000128295
internal_weight=0 3708 454 397 3254 440 383 319 261 2814 179 2635 2563 2493 270 127 216 123 161
internal_count=3754 3708 454 397 3254 440 383 319 261 2814 179 2635 2563 2493 270 127 216 123 161
is_linear=0
shrinkage=0.0995203


Tree=7220
num_leaves=13
num_cat=0
split_feature=5 8 8 23 4 4 4 4 21 21 8 18
split_gain=0.00153216 0.00117464 0.00194346 0.00151969 0.00344759 0.00165092 0.0027433 0.00322917 0.0011355 0.00309322 0.00145892 0.00117236
threshold=0.63455500000000009 -0.08569499999999998 -0.086304999999999993 -0.046924999999999994 0.13630500000000004 0.12719000000000005 0.11644500000000003 0.10845500000000002 -0.085574999999999998 -0.0092899999999999996 -0.49499500000000002 0.095920000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 5 6 7 -5 -1 -10 -11 -12
right_child=-2 3 -4 4 -6 -7 -8 -9 9 10 11 -13
leaf_value=0.00046287907632377724 -0.00051979481004841047 -0.00053096267241729877 0.00054375717591938775 -3.6357057724054565e-05 0.00067946901785156727 -0.00061034037979491331 0.00071776576830768156 -0.00073879728321939154 -0.00058919812713189711 -0.00031592766986168438 0.0001586068488035844 -0.00012289457907120184
leaf_weight=59 59 63 81 2187 65 52 46 67 78 91 715 181
leaf_count=59 59 63 81 2187 65 52 46 67 78 91 715 181
internal_value=0 -8.14906e-06 7.21898e-05 -4.75148e-05 -3.45748e-05 -5.46562e-05 -4.1737e-05 -5.76003e-05 3.74784e-05 1.31429e-05 6.15738e-05 0.000100827
internal_weight=0 3685 1205 2480 2417 2352 2300 2254 1124 1065 987 896
internal_count=3744 3685 1205 2480 2417 2352 2300 2254 1124 1065 987 896
is_linear=0
shrinkage=0.0995203


Tree=7221
num_leaves=10
num_cat=0
split_feature=19 19 36 1 29 26 3 24 18
split_gain=0.00377389 0.00124395 0.000935314 0.00129511 0.00113717 0.00264334 0.000964067 0.000858032 0.00106656
threshold=-0.17233499999999999 0.14061500000000002 0.088355000000000031 0.51613500000000012 0.0044100000000000016 0.056820000000000016 -0.012959999999999999 0.084270000000000025 -0.057764999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 -4 8 -2
right_child=1 -3 6 -5 5 -7 -8 -9 -10
leaf_value=-0.00091077363647035497 -8.6087786425250554e-05 0.00048921670248344197 0.00062470108547453594 -0.00044924723159904485 -0.00070033999091662752 0.00021675142056706032 0 0.00038704346360912743 3.3850074875658126e-05
leaf_weight=46 1099 50 46 68 72 53 47 56 2207
leaf_count=46 1099 50 46 68 72 53 47 56 2207
internal_value=0 -3.4728e-06 -1.04501e-05 -1.88174e-05 -1.01888e-05 -0.000304944 0.000300594 5.26796e-07 -5.77276e-06
internal_weight=0 3698 3648 3555 3487 125 93 3362 3306
internal_count=3744 3698 3648 3555 3487 125 93 3362 3306
is_linear=0
shrinkage=0.0995203


Tree=7222
num_leaves=25
num_cat=0
split_feature=19 9 8 2 6 2 26 2 1 1 26 4 26 5 26 8 21 19 0 5 2 17 17 1
split_gain=0.00306023 0.0010091 0.00125187 0.00157516 0.00253048 0.00299184 0.00229467 0.00343708 0.00208693 0.00321035 0.00291981 0.00178945 0.00122037 0.00560289 0.00250849 0.00189659 0.00119234 0.00174719 0.00106068 0.00102344 0.000969583 0.00387042 0.00178969 0.00179537
threshold=-0.17233499999999999 0.11201500000000002 -0.085385000000000003 -0.079555000000000001 0.089090000000000016 -0.082794999999999994 0.087045000000000025 -0.077115000000000003 -0.010395 -0.013975 0.085155000000000022 0.092675000000000021 0.11699500000000003 -0.06971999999999999 0.11081000000000002 -0.049499999999999995 0.14680000000000004 0.13251500000000005 -0.14824999999999997 -0.052494999999999993 -0.041009999999999998 0.021725000000000005 -0.07107999999999999 0.018150000000000003
decision_type=2 2 2 2 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 -6 11 -8 9 -2 -10 -5 14 15 16 -14 17 -4 -13 -9 21 22 -3 -24
right_child=1 20 12 6 5 -7 7 19 10 -11 -12 18 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25
leaf_value=-0.00082013331837652731 3.6482501232584247e-05 0.00044056427944757907 -6.5766658438802728e-05 0.00052871232342525172 0.00017169276390392179 0.0011631645168435779 -0.0010744180599582928 9.9616328666042234e-05 0.00070429977583123197 -0.00085064036085377964 -4.1777774308893048e-05 0.00036978044633970895 0.00060205510468839109 -0.0010578597311221947 0.0006080786181632765 -0.00029070962661811948 -0.00053240199688651024 0.00044653133517088552 -0.00014339328567498154 -0.00046025413208490985 -0.00022468840158995288 0.00093045984546706823 -0.00066419845130961453 0.0001653330899172129
leaf_weight=46 322 60 1889 72 82 50 48 91 101 46 103 50 47 63 57 46 52 68 192 49 46 63 51 50
leaf_count=46 322 60 1889 72 82 50 48 91 101 46 103 50 47 63 57 46 52 68 192 49 46 63 51 50
internal_value=0 -3.08211e-06 -1.78897e-05 6.34081e-05 0.000159808 0.000553452 -7.01515e-05 -0.000346061 6.75357e-05 -7.21834e-05 0.000323591 9.24358e-05 -6.23829e-05 -0.000331546 -4.16626e-05 0.00015167 -6.05047e-05 -4.75475e-05 -3.39829e-05 -9.04911e-05 0.000181888 0.000269036 5.13284e-06 -0.000245434
internal_weight=0 3698 3428 1206 704 132 502 188 572 368 204 314 2222 156 2066 93 2009 1957 242 140 270 224 161 101
internal_count=3744 3698 3428 1206 704 132 502 188 572 368 204 314 2222 156 2066 93 2009 1957 242 140 270 224 161 101
is_linear=0
shrinkage=0.0995203


Tree=7223
num_leaves=18
num_cat=0
split_feature=19 19 19 18 8 5 0 8 8 9 19 3 17 0 0 0 5
split_gain=0.00248169 0.000867172 0.00239641 0.0018616 0.00156479 0.00152402 0.00145065 0.00129115 0.00163227 0.001273 0.00143818 0.00113145 0.00160776 0.00099582 0.00160829 0.00120556 0.000756166
threshold=-0.17233499999999999 0.080020000000000022 0.088935000000000028 -0.023444999999999997 -0.49499500000000002 -0.000475 -0.082039999999999988 -0.084855 -0.084324999999999997 0.11582000000000002 0.0069650000000000016 0.088115000000000013 0.26760500000000004 -0.14824999999999997 -0.14028499999999997 -0.087184999999999999 -0.063819999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 6 -2 11 -4 13 -9 10 -10 -5 -13 -6 -15 -16 -11
right_child=1 2 3 5 7 -7 -8 8 9 16 -12 12 -14 14 15 -17 -18
leaf_value=-0.00073851352116758467 -0.00046848218653941325 0.00073307103857424478 4.5668348109226798e-05 0.00038517498872160433 0.00040571037776749252 -0.00044027028423438075 0.00082288331473964564 -0.00061326242793905057 -4.971092376253963e-05 0.00050034615455320469 -0.00060923054106095656 -0.00045450557194571351 0.00013965433190803314 -0.00042205115965278194 0.0002170926011392013 -1.6755517116060684e-05 3.5027263469842902e-05
leaf_weight=46 76 56 53 72 86 83 47 51 1846 63 47 71 121 66 388 486 86
leaf_count=46 76 56 53 72 86 83 47 51 1846 63 47 71 121 66 388 486 86
internal_value=0 -2.7093e-06 0.000118496 3.96712e-05 -2.20474e-05 -6.73284e-05 0.000419146 -1.09067e-05 -5.59687e-05 -4.16491e-05 -6.40353e-05 4.68215e-05 -7.57974e-05 8.02201e-05 4.95703e-05 8.61214e-05 0.000237267
internal_weight=0 3698 503 447 3195 347 100 3119 2093 2042 1893 264 192 1026 940 874 149
internal_count=3744 3698 503 447 3195 347 100 3119 2093 2042 1893 264 192 1026 940 874 149
is_linear=0
shrinkage=0.0995203


Tree=7224
num_leaves=21
num_cat=0
split_feature=8 21 17 6 20 21 20 3 17 5 5 18 8 3 2 1 1 3 17 17
split_gain=0.00159821 0.0021428 0.00204863 0.00213791 0.00209818 0.0017273 0.00172094 0.00269205 0.00145017 0.00141947 0.00127084 0.00182883 0.00121603 0.00296436 0.00270014 0.000835036 0.000542672 0.0006559 0.000773072 0.000389068
threshold=-0.097249999999999989 -0.020715000000000001 0.11012500000000003 -0.01146 -0.042414999999999994 -0.010234999999999999 -0.0096699999999999998 0.097595000000000029 -0.55380499999999999 0.51659500000000014 0.51100000000000012 -0.25748499999999996 -0.14546000000000001 0.087045000000000025 -0.078670000000000004 0.41291000000000005 0.066150000000000028 0.12212000000000002 -0.012064999999999999 -0.56655999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 -2 -3 7 -5 19 10 11 -10 15 -14 -15 16 17 18 -1 -7
right_child=1 5 -4 6 -6 8 -8 -9 9 -11 -12 -13 13 14 -16 -17 -18 -19 -20 -21
leaf_value=0.00011087841449752162 -0.00091200886662339421 0.0005352310567870829 -0.00070972172364959746 0.00057589678894708941 0 -0.00017312710452891883 -0.00042047252266991914 -0.00034788668744016382 0.00060684826702732929 0.00039789862695621805 -0.00051992440524363764 -1.9476070466861758e-05 -0.00024062134214150805 0.0010946891947353271 0.00013099864521625467 0.0003087830382313284 -0.00034542429052830063 0.00029428700158916495 -0.00034589513157093392 -0.00061350850119566518
leaf_weight=79 56 57 80 89 47 46 52 47 47 84 49 2525 53 63 57 87 49 62 66 47
leaf_count=79 56 57 80 89 47 46 52 47 47 84 49 2525 53 63 57 87 49 62 66 47
internal_value=0 -3.61873e-05 -0.000261248 -0.000135143 -0.000500462 -6.6545e-06 6.06506e-05 0.000250629 -1.79862e-05 -4.39533e-06 -1.76007e-05 -7.7125e-06 0.00015235 0.000368089 0.000643758 4.115e-05 -4.66057e-05 2.01745e-05 -9.13867e-05 -0.000404488
internal_weight=0 3226 371 291 103 2855 188 136 2798 2705 2621 2572 516 173 120 343 256 207 145 93
internal_count=3742 3226 371 291 103 2855 188 136 2798 2705 2621 2572 516 173 120 343 256 207 145 93
is_linear=0
shrinkage=0.0995203


Tree=7225
num_leaves=23
num_cat=0
split_feature=8 29 8 9 9 5 4 3 3 8 9 5 9 8 8 3 2 1 9 3 0 0
split_gain=0.0013503 0.00169486 0.00141986 0.00129973 0.00183246 0.00167618 0.00158169 0.00413201 0.00237076 0.00183331 0.00142806 0.00234285 0.00228229 0.00174153 0.00126567 0.00115827 0.00108152 0.000642551 0.00102161 0.00157315 0.000886523 0.000467139
threshold=-0.088874999999999996 0.093650000000000025 -0.090274999999999994 0.085075000000000026 0.084595000000000017 -0.0078499999999999976 0.10386500000000003 0.11061500000000002 0.084895000000000012 -0.087444999999999995 0.084155000000000021 -0.010764999999999999 0.083955000000000016 -0.08569499999999998 -0.092299999999999993 0.091225000000000014 -0.079284999999999994 -0.10771499999999999 -0.22988499999999998 0.13640000000000005 -0.089674999999999991 0.024745000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 14 4 10 -6 8 -8 -5 -10 12 -12 13 -2 17 -11 -16 21 -19 20 -20 -1
right_child=1 -3 -4 6 5 -7 7 -9 9 15 11 -13 -14 -15 16 -17 -18 18 19 -21 -22 -23
leaf_value=-0.00024892488812519023 0.00029628315694255308 0.00048039159939854641 0.00051276510576237584 0.00070331994272441426 -0.00092072732712304294 -9.0019419575823825e-05 -0.00090992476303896979 0.00025654217103215172 -0.00054872083623031843 0.0001295942444785049 -0.00022692504859352409 0.00074729432673169424 -0.00078185846700828726 -0.00015572394361355353 2.5489780018447815e-05 -4.4383958679771627e-05 -0.0005544888961569631 0.00054432196031803219 0.00027832888323089163 -0.00035042679674799509 -4.6023654378365923e-05 0.00012944074413099918
leaf_weight=73 96 60 76 49 55 47 63 56 58 607 47 49 52 650 68 1001 56 63 287 62 112 55
leaf_count=73 96 60 76 49 55 47 63 56 58 607 47 49 52 650 68 1001 56 63 287 62 112 55
internal_value=0 -4.1673e-05 0.000100811 -5.30307e-05 -0.000144569 -0.000545976 -2.87244e-06 -0.00035412 2.10225e-05 4.63554e-07 -9.78547e-05 0.000261806 -0.000142148 -9.64594e-05 5.94105e-05 2.07816e-05 -0.000229834 0.000115676 0.000165025 0.000111414 0.000185231 -7.99504e-05
internal_weight=0 2890 852 2830 996 102 1834 119 1715 1666 894 96 798 746 776 1608 124 652 524 461 399 128
internal_count=3742 2890 852 2830 996 102 1834 119 1715 1666 894 96 798 746 776 1608 124 652 524 461 399 128
is_linear=0
shrinkage=0.0995203


Tree=7226
num_leaves=32
num_cat=0
split_feature=8 21 3 17 3 6 1 21 3 1 3 4 26 1 17 5 1 3 3 8 17 0 1 3 17 17 1 1 26 21 0
split_gain=0.00110772 0.00145194 0.0021209 0.0040228 0.00697407 0.0015691 0.00209807 0.00156163 0.0013601 0.00416413 0.0100351 0.00297797 0.00194952 0.0014423 0.00225125 0.00135429 0.00330314 0.00172701 0.000659157 0.0017337 0.00166721 0.00326274 0.00237628 0.00146566 0.00135053 0.00108437 0.00106741 0.00358169 0.00420781 0.00115213 0.00096349
threshold=-0.089984999999999996 -0.020715000000000001 0.10749000000000002 -0.0065549999999999992 0.09049500000000002 -0.007045 -0.01538 -0.010234999999999999 0.083875000000000019 -0.08616 0.082130000000000022 0.079660000000000022 -0.083385000000000001 -0.49367499999999997 -0.11741999999999998 -0.46244499999999994 0.15756500000000004 0.11578500000000001 0.092635000000000023 -0.092844999999999997 -0.0064000000000000003 -0.087394999999999987 -0.078729999999999994 0.086285000000000014 0.063160000000000022 0.077740000000000017 0.0049450000000000015 0.18123500000000006 0.056820000000000016 0.094920000000000018 -0.105055
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 3 5 -5 6 -2 -3 9 11 12 -9 -11 14 -10 17 -17 -15 20 26 21 23 24 -1 -22 -24 29 -28 -29 30 -20
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leaf_value=-0.00025591389351787831 -0.00075024631463293905 0.0005037194287377877 0.0002090567512429399 2.1813441953412983e-05 -0.001589855896514139 0.00037891854877644508 0.00014711072908833828 0.0008354804413394642 -0.00060185356178418423 -0.00048509516616679344 -0.001800450853410424 -0.00027686815802326287 0.00040798067757562062 1.8776211363043883e-05 0.00021311239140651807 1.6415249016538714e-05 0.00069891803817476357 -0.00069431675375830908 0.00041917035893711605 -0.00056372262121076491 -0.00072839658166401434 0.0009059767156665195 0.00052848638345545532 0.00047623306444456146 0 -5.9912200228130637e-05 0.00099560393484966433 0.0006171037057136618 -0.00050281152780151 -0.00051892835974223209 -0.00016722239259620771
leaf_weight=63 49 57 81 48 57 55 52 46 92 46 46 48 51 75 51 1959 73 58 46 47 50 76 75 47 48 49 47 59 76 47 68
leaf_count=63 49 57 81 48 57 55 52 46 92 46 46 48 51 75 51 1959 73 58 46 47 50 76 75 47 48 49 47 59 76 47 68
internal_value=0 -3.65078e-05 -0.000229407 -0.000368618 -0.000845297 -4.25292e-05 -0.000280136 -1.08391e-05 -2.26853e-05 -0.000249729 -0.000589707 0.000258764 -7.10041e-06 2.74327e-07 -0.000305477 2.08476e-05 4.13372e-05 -0.000286042 9.56039e-05 9.68477e-07 0.000184058 0.000403842 0 4.94706e-05 -0.000366339 0.000289372 8.07327e-05 0.000247192 -7.30315e-06 -0.000102354 6.22114e-05
internal_weight=0 2944 342 261 105 156 101 2602 2545 237 143 94 97 2308 143 2165 2032 133 798 390 408 186 222 110 98 124 343 182 135 161 114
internal_count=3742 2944 342 261 105 156 101 2602 2545 237 143 94 97 2308 143 2165 2032 133 798 390 408 186 222 110 98 124 343 182 135 161 114
is_linear=0
shrinkage=0.0995203


Tree=7227
num_leaves=15
num_cat=0
split_feature=17 8 19 8 10 29 0 0 0 8 8 2 21 4
split_gain=0.000904905 0.0011648 0.000840146 0.000888807 0.00146804 0.0014702 0.00128124 0.00318682 0.00190714 0.00100921 0.000951682 0.000914684 0.000592757 0.000883658
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 9 5 6 7 -5 -8 10 12 -12 13 -4
right_child=2 -3 3 4 -6 -7 8 -9 -10 -11 11 -13 -14 -15
leaf_value=3.3693225515725801e-05 0.00030847458526451078 -0.00061248116365999789 5.9369693896665835e-05 -0.00012046736254236512 0.00046392401860620929 0.00049279219690912196 -0.00079356262285475892 0.00013762607378664995 -0.00012913584737860712 0.00040234423537197826 2.7775511117692191e-05 -0.00050497907555769044 -0.00014474343113016783 0.0003572373936257334
leaf_weight=51 86 55 421 1177 57 49 47 792 576 88 68 56 86 133
leaf_count=51 86 55 421 1177 57 49 47 792 576 88 68 56 86 133
internal_value=0 -0.000293863 9.24679e-07 -6.29523e-06 -3.44925e-05 -4.55597e-05 -5.60527e-05 -1.62375e-05 -0.000180575 8.20353e-05 4.40696e-05 -0.000206222 9.38426e-05 0.000132357
internal_weight=0 106 3636 3550 2698 2641 2592 1969 623 852 764 124 640 554
internal_count=3742 106 3636 3550 2698 2641 2592 1969 623 852 764 124 640 554
is_linear=0
shrinkage=0.0995203


Tree=7228
num_leaves=15
num_cat=0
split_feature=28 9 20 26 26 10 10 5 9 26 0 0 1 9
split_gain=0.00678446 0.00157212 0.00171497 0.00155834 0.00191589 0.00147731 0.0031563 0.00135932 0.00166571 0.00115167 0.00147868 0.00318333 0.00306649 0.000844477
threshold=0.080375000000000016 0.092465000000000033 -0.24910499999999999 0.11790500000000002 0.10393000000000002 0.09056500000000002 0.085960000000000023 -0.54623499999999992 -0.076039999999999983 0.15222000000000005 -0.057604999999999996 -0.064494999999999983 -0.061135000000000002 0.11741500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 9 -4 -9 10 11 -3 -12 -11
right_child=-2 5 3 -5 -6 -7 -8 8 -10 13 12 -13 -14 -15
leaf_value=0.00062702554209992682 -0.00091312822437954026 -0.00011840962410337412 0.00054404717038441326 -0.00044472748384196331 0.00055499490740582502 0.00038628485088424623 -0.0009263395169981191 0.00025036756138689599 -2.2041707832533916e-06 -4.71483123930362e-05 5.9311097488442437e-05 0.00062977097499477945 -0.00075573309671393999 0.00052913741340788383
leaf_weight=51 80 599 52 63 74 60 46 294 2099 46 84 62 96 50
leaf_count=51 80 599 52 63 74 60 46 294 2099 46 84 62 96 50
internal_value=0 1.32003e-05 5.43565e-05 4.2728e-05 5.52443e-05 -8.99115e-05 -0.00011981 3.9784e-05 2.84843e-05 -7.93416e-05 -0.000117278 -4.69938e-05 -0.000370831 0.000244473
internal_weight=0 3676 2633 2582 2519 1043 983 2445 2393 937 841 661 180 96
internal_count=3756 3676 2633 2582 2519 1043 983 2445 2393 937 841 661 180 96
is_linear=0
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Tree=7229
num_leaves=12
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split_feature=28 21 8 2 4 3 0 12 3 36 11
split_gain=0.00550165 0.00142934 0.00124018 0.00274083 0.00334066 0.00513101 0.00230434 0.00172433 0.00214677 0.00137043 0.00166861
threshold=0.080375000000000016 0.15544000000000005 0.0012600000000000003 -0.041009999999999998 0.10739000000000003 0.11089500000000001 0.12387500000000003 -0.086019999999999999 0.14940500000000004 0.088530000000000025 -0.0074899999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 -4 -1 9 10 -9
right_child=-2 -3 3 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0005254244632016548 -0.00082225344426939016 0.00044795893398468943 -0.00010390482725592262 -0.00080143162629864415 0.00072135721596725683 -0.00087781671591813523 0.00060407408289979263 -0.00056292470663077128 0.00051262655486593528 0.00054910070945046654 2.2384306889541839e-05
leaf_weight=55 80 73 241 56 48 78 56 49 91 48 2881
leaf_count=55 80 73 241 56 48 78 56 49 91 48 2881
internal_value=0 1.19088e-05 2.84682e-06 -0.000146008 -5.73022e-05 -0.000159154 2.68299e-05 2.59326e-05 3.60803e-05 2.12434e-05 1.23165e-05
internal_weight=0 3676 3603 479 423 375 297 3124 3069 2978 2930
internal_count=3756 3676 3603 479 423 375 297 3124 3069 2978 2930
is_linear=0
shrinkage=0.0995203


Tree=7230
num_leaves=10
num_cat=0
split_feature=28 21 12 36 5 4 5 4 24
split_gain=0.00446117 0.00116744 0.000938455 0.00126988 0.00109761 0.00658649 0.00512904 0.00218291 0.00148796
threshold=0.080375000000000016 0.15895000000000004 -0.086019999999999999 0.088530000000000025 -0.49053999999999998 0.12958500000000003 -0.46244499999999994 0.10533000000000002 0.084270000000000025
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -6 -4 -8
right_child=-2 -3 3 -5 6 -7 8 -9 -10
leaf_value=-0.0003902288943681266 -0.00074042262983822446 0.00043554122617914232 0.00019837266978003763 0.00049342092454791766 -0.00092480087900044278 0.0012659087169076052 -4.8230089393012529e-06 -0.00047237653534506872 0.00052682012397646896
leaf_weight=59 80 63 136 53 60 47 3131 74 53
leaf_count=59 80 63 136 53 60 47 3131 74 53
internal_value=0 1.07236e-05 3.08949e-06 9.84931e-06 2.29492e-06 0.000200469 -1.31527e-05 -3.40884e-05 3.76948e-06
internal_weight=0 3676 3613 3554 3501 257 3244 210 3184
internal_count=3756 3676 3613 3554 3501 257 3244 210 3184
is_linear=0
shrinkage=0.0995203


Tree=7231
num_leaves=25
num_cat=0
split_feature=28 9 17 5 17 0 20 8 3 5 17 17 5 17 0 8 9 18 18 18 1 20 3 3
split_gain=0.00361748 0.00124008 0.00226404 0.00190682 0.00178557 0.00174259 0.00320595 0.00207716 0.00302766 0.00144943 0.00131975 0.0017612 0.00173571 0.00151777 0.00160107 0.00142855 0.00168679 0.00124847 0.00518138 0.004335 0.00278719 0.00178368 0.00112654 0.000957745
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decision_type=2 2 2 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 5 6 -1 -7 -9 22 12 -12 13 -6 -15 -13 -17 18 20 -19 -4 -21 -8 -14
right_child=-2 2 3 -5 10 7 9 8 -10 -11 11 15 23 14 -16 16 -18 19 -20 21 -22 -23 -24 -25
leaf_value=0.0011756176059463841 -0.00066673561761725465 -0.00067116839498369417 0.00025516724247400972 0.00057203706350659968 0.00036703499836498473 -0.00049012212556130751 7.1050906812013899e-05 -0.00015298924061838876 0.00087529751108653413 -0.00023131667844781501 0.00057745845458652965 0.00052473145914882829 -0.00020717984151359287 0.00011628194036100187 -0.00066354172378224369 -0.00052786954272186954 2.6338363599214669e-05 -0.0010415608389238286 0.00098752150888958205 -0.00041929455079706612 -0.00062593968126577757 1.3353122092850413e-06 0.00076375026738407853 -0.00085744443394936978
leaf_weight=47 80 61 73 47 67 54 48 69 47 46 59 55 51 54 48 56 1834 49 53 120 68 572 51 47
leaf_count=47 80 61 73 47 67 54 48 69 47 46 59 55 51 54 48 56 1834 49 53 120 68 572 51 47
internal_value=0 9.65642e-06 -8.19013e-05 -4.44634e-05 4.62357e-05 0.000251634 0.00045726 1.45817e-05 0.000256587 0.000218767 1.31346e-05 4.11641e-05 -0.000194178 0 -0.000242668 2.44751e-05 9.48424e-06 -7.63289e-05 0.000146402 -0.000135746 -0.000163958 -7.04233e-05 0.000436165 -0.000527395
internal_weight=0 3676 1043 982 2633 362 192 170 116 145 2271 2004 267 169 102 1945 1890 935 194 741 141 692 99 98
internal_count=3756 3676 1043 982 2633 362 192 170 116 145 2271 2004 267 169 102 1945 1890 935 194 741 141 692 99 98
is_linear=0
shrinkage=0.0995203


Tree=7232
num_leaves=21
num_cat=0
split_feature=8 18 20 20 17 18 4 18 18 8 3 3 3 3 17 18 3 3 38 0
split_gain=0.00545619 0.00852148 0.00618959 0.0172994 0.00197451 0.00516684 0.00164881 0.00156178 0.00334788 0.00283269 0.00153953 0.00646292 0.00260544 0.00369866 0.00143624 0.00137419 0.00120365 0.00100101 0.000795146 0.00038483
threshold=-0.086304999999999993 -0.10303999999999999 -0.081864999999999993 -0.086734999999999993 -0.55286000000000002 -0.060544999999999995 0.14367000000000005 0.095920000000000019 0.091085000000000013 -0.097604999999999997 0.083815000000000014 0.081685000000000021 0.084380000000000024 0.084795000000000023 -0.16207999999999997 -0.47082499999999999 0.085730000000000015 0.091615000000000016 -0.072014999999999996 -0.11170000000000001
decision_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 19 5 -2 7 8 14 17 11 18 -12 -14 -4 -15 -17 -9 -6 -3
right_child=4 2 6 -5 10 -7 -8 9 -10 -11 12 -13 13 15 -16 16 -18 -19 -20 -21
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leaf_weight=57 60 68 49 48 80 49 61 51 57 70 59 55 48 49 562 100 2049 46 68 62
leaf_count=57 60 68 49 48 80 49 61 51 57 70 59 55 48 49 562 100 2049 46 68 62
internal_value=0 -0.000176197 -0.000112434 -0.000648497 8.53689e-05 0.00050119 -5.02531e-06 3.05402e-05 9.9462e-05 -0.000240245 6.69706e-05 0.000330326 4.34218e-05 6.09022e-05 3.00212e-05 4.16393e-05 2.9355e-05 0.000100569 -6.49987e-06 -4.58964e-05
internal_weight=0 1131 1074 178 2617 109 896 835 668 167 2508 203 2305 2246 611 2198 2149 97 148 130
internal_count=3748 1131 1074 178 2617 109 896 835 668 167 2508 203 2305 2246 611 2198 2149 97 148 130
is_linear=0
shrinkage=0.0995203


Tree=7233
num_leaves=19
num_cat=0
split_feature=8 8 18 5 9 23 4 3 8 18 9 8 5 0 9 2 7 4
split_gain=0.00459031 0.0139804 0.0123328 0.00144585 0.00446692 0.00141651 0.00120044 0.0011154 0.00137653 0.00113003 0.00190812 0.00178354 0.00162921 0.001568 0.00128374 0.00108538 0.00145532 0.00213436
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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 15 9 -9 11 14 -4 -12 -13 -11 16 17 -2
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leaf_weight=52 2324 53 46 71 47 46 73 48 75 69 46 277 60 119 47 85 72 138
leaf_count=52 2324 53 46 71 47 46 73 48 75 69 46 277 60 119 47 85 72 138
internal_value=0 -0.000191278 -9.12233e-05 6.73209e-05 0.000409432 5.22779e-05 4.25933e-05 5.81977e-06 -0.000268288 5.78287e-05 -0.000123346 0.000150678 0.000176528 8.02192e-05 -0.000404426 5.39599e-05 4.18655e-05 2.86143e-05
internal_weight=0 892 839 2856 118 2738 2692 787 123 664 222 442 106 396 116 2619 2534 2462
internal_count=3748 892 839 2856 118 2738 2692 787 123 664 222 442 106 396 116 2619 2534 2462
is_linear=0
shrinkage=0.0995203


Tree=7234
num_leaves=15
num_cat=0
split_feature=8 8 18 19 10 10 7 0 22 0 4 21 8 18
split_gain=0.00373239 0.0113301 0.00999702 0.00131526 0.00127353 0.00376197 0.00106359 0.00103701 0.00258528 0.00228992 0.000881078 0.000932296 0.00138708 0.00250792
threshold=-0.088520000000000001 -0.089304999999999995 -0.09404499999999999 -0.10411999999999999 0.090150000000000022 0.085875000000000021 0.076760000000000023 -0.11524 0.079065000000000024 -0.10148 0.14367000000000005 -0.072824999999999987 -0.51030999999999993 -0.018629999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 7 8 -5 -9 11 -4 -13 -14
right_child=3 -3 10 4 -6 -7 -8 9 -10 -11 -12 12 13 -15
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leaf_weight=52 62 53 61 228 58 46 68 47 57 2290 67 60 49 550
leaf_count=52 62 53 61 228 58 46 68 47 57 2290 67 60 49 550
internal_value=0 -0.000172532 -8.23562e-05 6.06496e-05 5.02643e-05 6.03079e-05 4.47282e-05 5.5075e-05 0.000234768 3.28109e-05 4.91162e-06 3.80574e-05 7.35306e-05 2.63939e-05
internal_weight=0 892 839 2856 2794 2736 2690 2622 285 2337 787 720 659 599
internal_count=3748 892 839 2856 2794 2736 2690 2622 285 2337 787 720 659 599
is_linear=0
shrinkage=0.0995203


Tree=7235
num_leaves=28
num_cat=0
split_feature=1 1 3 5 3 7 4 8 1 5 1 26 26 4 5 1 8 18 18 18 17 26 3 1 6 1 8
split_gain=0.00375446 0.0234384 0.0518921 0.00188805 0.00128855 0.00131459 0.00100109 0.00185983 0.000935819 0.000835897 0.00516424 0.00224147 0.00179804 0.00168267 0.0016215 0.00216971 0.00398558 0.00274009 0.00286965 0.00137334 0.00221601 0.00158012 0.00301111 0.00141147 0.000788055 0.0019607 0.00186454
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decision_type=2 2 2 2 2 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 24 -6 -8 9 14 -11 13 -13 -12 19 17 -17 18 -16 20 -1 23 -23 -21 26 -26 -3
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leaf_weight=64 49 223 66 73 46 51 47 56 69 47 74 46 51 67 170 72 48 50 65 883 56 79 955 118 62 46 115
leaf_count=64 49 223 66 73 46 51 47 56 69 47 74 46 51 67 170 72 48 50 65 883 56 79 955 118 62 46 115
internal_value=0 -0.000181548 -0.00150087 2.83318e-05 -2.46734e-05 5.08936e-05 -0.000282227 -0.000100408 5.79012e-05 4.87925e-05 0.000210956 1.91958e-05 0.000390576 -0.000230487 3.04194e-05 -0.000151679 0.000199219 -0.000302298 -0.000155801 6.50219e-05 0.000393083 4.52745e-05 0.000131756 -4.32398e-05 -2.01368e-06 0.000230107 -7.86045e-05
internal_weight=0 834 115 719 646 497 149 103 2914 2845 285 238 97 141 2560 405 120 285 235 2155 120 2035 1034 1001 446 108 338
internal_count=3748 834 115 719 646 497 149 103 2914 2845 285 238 97 141 2560 405 120 285 235 2155 120 2035 1034 1001 446 108 338
is_linear=0
shrinkage=0.0995203


Tree=7236
num_leaves=25
num_cat=0
split_feature=1 1 26 2 26 5 3 4 3 3 1 4 17 0 0 2 2 2 2 2 2 1 21 21
split_gain=0.00547677 0.0161742 0.0382591 0.00237735 0.00126122 0.00112813 0.00109054 0.00329805 0.00204799 0.00204211 0.00251321 0.00131109 0.00130398 0.000883226 0.00154087 0.00830851 0.0024489 0.00499424 0.00452013 0.000889574 0.00233251 0.0018546 0.001282 0.000769052
threshold=-0.089520000000000002 -0.096749999999999989 0.085635000000000031 -0.086554999999999993 0.5128250000000002 0.51659500000000014 0.10920500000000002 0.10787500000000001 0.08511500000000001 0.088685000000000028 -0.17548999999999998 0.084900000000000017 -0.12647999999999998 -0.085794999999999996 -0.084894999999999984 -0.086849999999999997 -0.086609999999999993 -0.090919999999999987 -0.083534999999999984 -0.087129999999999999 -0.08569499999999998 -0.013975 0.13042000000000004 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=1 6 -3 -4 5 13 8 -8 11 -10 12 -1 -11 19 15 -15 17 -16 -18 21 -21 -2 -22 -23
right_child=4 2 3 -5 -6 -7 7 -9 9 10 -12 -13 -14 14 16 -17 18 -19 -20 20 22 23 -24 -25
leaf_value=2.7334868702264592e-05 0.00071516363813506454 0.0034432144173469409 -0.00038105950910556982 0.0005345463816039803 -0.00048924042287688753 0.00039318462773114721 0.0008455072785682144 -0.00013529775830768196 -0.00067286719122352503 -0.00048611823445099585 0.0004548294620607979 0.00066670306908533841 8.175491775781155e-05 -0.0014310974531562964 -1.150727788949418e-05 0.00031519039862581586 -0.00056665871425703399 0.0011113164108723552 2.9127284538346259e-06 -0.00058542291658913981 3.7461657616937982e-05 -0.00015464657930217582 0.00055483777481908495 0.00033149546311244163
leaf_weight=80 61 51 46 70 50 76 61 74 63 96 72 56 65 46 132 64 159 55 1024 58 1089 76 50 55
leaf_count=80 61 51 46 70 50 76 61 74 63 96 72 56 65 46 132 64 159 55 1024 58 1089 76 50 55
internal_value=0 0.000309565 0.00117062 0.000164404 5.92818e-06 1.46131e-05 5.45124e-05 0.000301817 -2.08753e-05 -0.000169519 -2.99069e-05 0.000296624 -0.000251768 4.29937e-06 -4.88867e-05 -0.000407634 -1.94847e-05 0.000314358 -7.2948e-05 6.15593e-05 2.88915e-05 0.000260959 6.08923e-05 4.32099e-05
internal_weight=0 734 167 116 2995 2945 567 135 432 296 233 136 161 2869 1480 110 1370 187 1183 1389 1197 192 1139 131
internal_count=3729 734 167 116 2995 2945 567 135 432 296 233 136 161 2869 1480 110 1370 187 1183 1389 1197 192 1139 131
is_linear=0
shrinkage=0.0995203


Tree=7237
num_leaves=21
num_cat=0
split_feature=1 1 0 4 4 8 4 1 26 2 9 9 9 17 0 4 2 4 4 4
split_gain=0.00456157 0.0187737 0.0373321 0.00110156 0.00379834 0.00190846 0.00109062 0.00209728 0.00121244 0.00173659 0.00166194 0.00104523 0.00362772 0.00239023 0.00190976 0.00153136 0.00144705 0.00367816 0.000761463 0.000408263
threshold=-0.090729999999999991 -0.096749999999999989 -0.081854999999999997 0.13707500000000003 0.13300500000000004 -0.013304999999999999 0.12205500000000002 0.50996500000000011 -0.01278 -0.072624999999999981 -0.094329999999999997 0.098720000000000016 0.095415000000000014 -0.14169499999999999 0.11291000000000002 0.08544000000000003 0.096520000000000022 0.081905000000000019 0.11230000000000002 0.14646500000000004
decision_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 4 6 19 7 8 10 -10 -2 12 13 14 15 -1 17 -15 -18 -5
right_child=3 2 -4 5 -6 -7 -8 -9 9 -11 -12 -13 -14 16 -16 -17 18 -19 -20 -21
leaf_value=-0.00032715676076048309 0.00067832659273519842 0.0033970706998418636 -0.00011516344508168701 0.00017185441234047268 0.00091835618559399314 -0.00078051926632570511 -0.00036514426339806998 0.00068332995950383195 2.8996113569879746e-05 -0.00016638083575883273 8.2317061049436643e-05 -0.00033343337685140263 0.00093070710532124556 0.00040990708539959591 -0.00079240013042958289 0.00028130717025601698 0.00083083641408359581 -0.0006042170537024792 0.00022599398953028959 -0.00020681634322224519
leaf_weight=97 54 53 68 54 46 47 76 46 1679 614 367 62 47 96 47 70 46 56 46 58
leaf_count=97 54 53 68 54 46 47 76 46 1679 614 367 62 47 96 47 70 46 56 46 58
internal_value=0 0.000290883 0.00141649 6.81102e-06 2.11418e-05 -0.000247796 6.30026e-06 1.6825e-05 5.22671e-06 -2.29633e-05 0.000160709 4.92311e-05 9.78327e-05 1.05756e-05 -0.000230306 -6.721e-05 0.000225196 3.08966e-05 0.000537314 -1.69338e-05
internal_weight=0 688 121 3041 2882 159 2836 2760 2714 2293 421 567 505 458 214 167 244 152 92 112
internal_count=3729 688 121 3041 2882 159 2836 2760 2714 2293 421 567 505 458 214 167 244 152 92 112
is_linear=0
shrinkage=0.0995203


Tree=7238
num_leaves=28
num_cat=0
split_feature=1 1 0 28 0 0 8 0 6 6 0 9 21 9 6 9 9 21 4 1 17 2 17 9 0 0 1
split_gain=0.00369715 0.0152019 0.0302922 0.00136867 0.00109246 0.00212899 0.00399494 0.00195128 0.0013827 0.00658934 0.00336743 0.00257617 0.00140813 0.00114906 0.00189518 0.00130314 0.00144165 0.00143043 0.00100083 0.00124624 0.00196379 0.00191074 0.0012625 0.00121033 0.00323397 0.00280896 0.000868565
threshold=-0.090729999999999991 -0.096749999999999989 -0.081854999999999997 0.092630000000000032 -0.068604999999999985 -0.071484999999999993 -0.069939999999999988 -0.066264999999999991 0.098855000000000012 0.10877500000000002 -0.073464999999999989 0.08938500000000002 0.13276500000000005 0.11351500000000002 0.10538000000000002 0.09253500000000002 0.098875000000000018 0.089350000000000027 0.086545000000000025 -0.112275 -0.09744499999999999 -0.097424999999999998 -0.008069999999999999 0.095415000000000014 0.11291000000000002 0.047575000000000013 -0.34140499999999996
decision_type=2 2 2 2 2 2 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 -3 4 5 8 -7 -6 10 -10 12 -11 -2 15 -15 17 -17 -9 19 20 21 -1 -22 24 25 26 -20
right_child=3 2 -4 -5 7 6 -8 13 9 11 -12 -13 -14 14 -16 16 -18 -19 23 -21 22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00013926065292677034 -2.1059845409818718e-06 0.0030589936050386696 -0.00010370236683118719 0.00053910654596760882 -0.00068294394917358834 -0.00022281118969305475 0.00099801035268055308 -0.00019219797864466611 -0.0011265832075660097 -0.00049783288608033695 0.00084600037054506313 0.00031100413616353849 0.00050334321241793031 0.00059108285468410869 -0.00022222974006077747 -0.00081810714026153111 -0.0001424405188166521 0.00042472902145818591 -0.00021348972890531512 0.00033291497866251682 0.00051334060485707994 -0.00096453268700553323 -0.00016289475944242113 0.00060034026443328179 -0.00057678916843327934 0.00092029495090546135 0.00033090392261756369
leaf_weight=75 2061 53 68 47 58 46 60 103 60 55 49 132 56 60 52 50 94 58 65 56 46 47 65 55 56 50 52
leaf_count=75 2061 53 68 47 58 46 60 103 60 55 49 132 56 60 52 50 94 58 65 56 46 47 65 55 56 50 52
internal_value=0 0.000261935 0.00127485 6.15995e-06 -1.93287e-06 2.38945e-05 0.000460497 -0.000140623 4.37585e-06 -0.000218313 3.01481e-05 6.87331e-05 1.08777e-05 -6.3229e-05 0.000206164 -0.000164838 -0.000382732 2.49644e-05 4.43316e-05 -8.34216e-05 -0.000186999 -0.000463904 0.000109972 0.000180084 7.27629e-05 0.000295479 2.14662e-05
internal_weight=0 688 121 3041 2994 2519 106 475 2413 247 2166 187 2117 417 112 305 144 161 567 289 233 122 111 278 223 167 117
internal_count=3729 688 121 3041 2994 2519 106 475 2413 247 2166 187 2117 417 112 305 144 161 567 289 233 122 111 278 223 167 117
is_linear=0
shrinkage=0.0995203


Tree=7239
num_leaves=16
num_cat=0
split_feature=18 3 9 21 17 18 18 0 10 10 17 3 3 3 3
split_gain=0.0058007 0.0173996 0.041046 0.00167323 0.00168522 0.00402748 0.00283191 0.00182827 0.00156188 0.00377824 0.00134888 0.00119054 0.00129208 0.00392812 0.00241645
threshold=-0.090254999999999988 0.085505000000000012 0.084055000000000032 -0.0092899999999999996 -0.012754999999999999 -0.092414999999999983 -0.10303999999999999 -0.068604999999999985 0.090150000000000022 0.086275000000000018 -0.56368999999999991 -0.13947499999999999 0.090295000000000028 0.090765000000000026 0.089810000000000015
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 -5 9 10 -2 -12 14 -14 -13
right_child=8 3 -4 4 -6 -7 -8 -9 -10 -11 11 12 13 -15 -16
leaf_value=1.2699380991589551e-05 -0.00053834312991173615 0.00049107343744161751 0.0036953448302440898 0.00036210717288594918 -0.00057311419964394753 0.00094251912221328101 -0.00056276482232862207 -0.00011162260480760283 -0.00047644056728000873 0.00089408255844536952 0.00047498660637698199 -6.0743119011816479e-05 0.00077839193343505356 9.9943864518045031e-06 -0.0007322662618243238
leaf_weight=84 48 80 47 141 46 46 82 185 70 46 50 1154 69 1525 56
leaf_count=84 48 80 47 141 46 46 82 185 70 46 50 1154 69 1525 56
internal_value=0 0.000303946 0.0013402 6.8483e-05 0 5.90253e-05 -3.85779e-05 9.07617e-05 -1.18123e-05 -5.02048e-07 -1.49643e-05 -5.87505e-06 -1.47416e-05 4.37699e-05 -9.24985e-05
internal_weight=0 711 131 580 500 454 408 326 3018 2948 2902 2854 2804 1594 1210
internal_count=3729 711 131 580 500 454 408 326 3018 2948 2902 2854 2804 1594 1210
is_linear=0
shrinkage=0.0995203


Tree=7240
num_leaves=16
num_cat=0
split_feature=8 9 27 26 9 26 26 5 3 8 2 3 2 6 3
split_gain=0.00156056 0.00214821 0.00170285 0.00137957 0.00258824 0.00126251 0.00146011 0.00511263 0.00134808 0.00121933 0.00111394 0.000546366 0.000414724 0.000615568 0.00172536
threshold=-0.10337499999999999 -0.097994999999999999 -0.032854999999999995 0.18654500000000004 0.11201500000000002 0.12158000000000002 0.096980000000000025 0.054660000000000007 0.08622500000000001 -0.14546000000000001 0.50951500000000005 0.088535000000000016 0.31534000000000012 -0.083069999999999991 0.10792500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 5 -5 6 8 -8 -4 10 12 -11 13 -1 -15
right_child=1 2 3 4 -6 -7 7 -9 -10 11 -12 -13 -14 14 -16
leaf_value=-0.0001464923712049604 -0.00071154955261959192 0.00043176606322325913 -0.00013394382941356119 -0.00095880341443822304 3.5442202161868304e-05 0.00036227286342688518 -3.218611414522091e-05 -0.00096868174320389609 2.6278208354902828e-05 0.00017077804658667425 0.00047243170268867557 0.0006324049591000827 -0.00019590500638260564 -7.8340887064278422e-05 0.0006862063842361213
leaf_weight=82 47 76 712 46 56 78 272 74 1915 52 54 64 91 76 46
leaf_count=82 47 76 712 46 56 78 272 74 1915 52 54 64 91 76 46
internal_value=0 -4.27271e-05 -3.27384e-05 -4.41945e-05 -0.000404918 -3.18666e-05 -4.24827e-05 -0.000234843 -1.68354e-05 0.000151909 5.62921e-05 0.000432526 -1.71076e-05 5.86371e-05 0.000203221
internal_weight=0 3276 3229 3153 102 3051 2973 346 2627 465 349 116 295 204 122
internal_count=3741 3276 3229 3153 102 3051 2973 346 2627 465 349 116 295 204 122
is_linear=0
shrinkage=0.0995203


Tree=7241
num_leaves=12
num_cat=0
split_feature=28 29 6 9 3 1 6 26 21 21 0
split_gain=0.00155928 0.00114469 0.00121758 0.0011743 0.000779442 0.0021295 0.00238278 0.00173271 0.00169491 0.00416961 0.00153456
threshold=0.094675000000000023 0.096845000000000028 0.23153500000000005 -0.22988499999999998 0.086895000000000014 -0.082344999999999988 0.087515000000000023 0.091195000000000012 0.091135000000000022 0.090285000000000018 -0.052884999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5 9 -6 -10
right_child=-2 -3 -4 4 8 6 -8 -9 10 -11 -12
leaf_value=0.00037929271585046721 0.00051880527555504331 -0.0003948010488719414 0.00043975292900744385 -0.00033274649101315779 2.4297780458136755e-05 -4.6092611702206329e-05 0.00062866492685909265 0.00028586048327010284 -6.8557657676156903e-05 0.00098512140941636739 -0.00047501574630268015
leaf_weight=70 53 81 57 405 1748 418 59 49 646 46 109
leaf_count=70 53 81 57 405 1748 418 59 49 646 46 109
internal_value=0 -2.43852e-05 -1.58401e-05 -2.33858e-05 -3.17209e-05 -0.00010968 3.56518e-05 -0.000264177 -2.92594e-06 4.93906e-05 -0.000128323
internal_weight=0 3688 3607 3550 3480 931 477 454 2549 1794 755
internal_count=3741 3688 3607 3550 3480 931 477 454 2549 1794 755
is_linear=0
shrinkage=0.0995203


Tree=7242
num_leaves=12
num_cat=0
split_feature=28 1 5 0 0 0 21 26 26 3 5
split_gain=0.00126437 0.000947451 0.00240373 0.00112423 0.00171159 0.0015142 0.00192581 0.00111163 0.00350096 0.000850592 0.000575914
threshold=0.094675000000000023 -0.50290499999999982 0.2686150000000001 0.019150000000000004 0.061855000000000014 -0.014889999999999999 0.14680000000000004 -0.2382 -0.22491999999999998 0.11089500000000001 0.18340500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 5 -5 6 7 -3 -9 -6 -1
right_child=-2 3 -4 4 9 -7 -8 8 -10 -11 -12
leaf_value=0.00012393676334797478 0.00046717368278326865 0.00034778474127234598 0.00067250089251473587 -0.0007948948974085357 0.0001249750329989742 0.00043391714459376987 -0.00051277303566754043 -0.00082961313959259496 -1.3254974724073442e-05 -0.00038586617242313117 -0.00033911069571633128
leaf_weight=55 53 80 67 47 75 71 80 53 3056 55 49
leaf_count=55 53 80 67 47 75 71 80 53 3056 55 49
internal_value=0 -2.19142e-05 0.000206185 -3.32374e-05 -0.00027802 -2.00203e-05 -3.01298e-05 -1.77654e-05 -2.7435e-05 -8.4853e-05 -8.63585e-05
internal_weight=0 3688 171 3517 177 3340 3269 3189 3109 130 104
internal_count=3741 3688 171 3517 177 3340 3269 3189 3109 130 104
is_linear=0
shrinkage=0.0995203


Tree=7243
num_leaves=16
num_cat=0
split_feature=28 29 6 4 26 1 1 4 0 0 0 19 5 26 21
split_gain=0.00102545 0.00091926 0.00105748 0.00208309 0.00360337 0.00420651 0.000869755 0.00230079 0.00132366 0.000983809 0.00304757 0.00333559 0.00235564 0.00297854 0.00144586
threshold=0.094675000000000023 0.096845000000000028 0.11884000000000002 0.10845500000000002 0.096980000000000025 -0.047239999999999997 -0.50290499999999982 0.085720000000000018 0.10858000000000002 -0.057604999999999996 -0.067059999999999995 -0.031244999999999998 0.51100000000000012 0.0054200000000000012 0.095375000000000029
decision_type=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 -8 13 -11 -12
right_child=-2 -3 3 -5 -6 -7 9 8 -10 12 14 -13 -14 -15 -16
leaf_value=-0.00022848385303926447 0.00042068046512843749 -0.00035165852250791012 9.5653800249245776e-05 -0.00037979904282887706 -0.00017439107922023652 0.0014258460122171422 -0.00087393538758571228 0.00088864415708440046 0.00012217463284364921 -0.0003170551037004245 0.00014609754810008619 -2.7291359194314683e-05 -0.00068545647340744625 0.00033658941986182384 0.00077623497468792433
leaf_weight=70 53 81 49 46 68 48 47 48 47 176 92 2663 76 113 64
leaf_count=70 53 81 49 46 68 48 47 48 47 176 92 2663 76 113 64
internal_value=0 -1.97333e-05 -1.20525e-05 0.000203695 0.000371328 0.000762333 -2.56984e-05 0.000196384 0.000518061 -3.7293e-05 -1.73807e-05 -4.22769e-05 -0.000191402 -5.86452e-05 0.000409863
internal_weight=0 3688 3607 211 165 97 3396 165 95 3231 2866 2710 365 289 156
internal_count=3741 3688 3607 211 165 97 3396 165 95 3231 2866 2710 365 289 156
is_linear=0
shrinkage=0.0995203


Tree=7244
num_leaves=11
num_cat=0
split_feature=29 5 5 23 0 1 21 8 8 3
split_gain=0.00507053 0.00292132 0.00256762 0.00128493 0.00160072 0.00323259 0.00780282 0.00103938 0.00205865 0.00153164
threshold=0.12330000000000002 0.62931500000000018 0.51797000000000015 0.086650000000000019 -0.15137999999999999 -0.0043399999999999992 0.087785000000000016 -0.083849999999999994 -0.083390000000000006 0.085035000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 9 -9 -6
right_child=-2 -3 -4 -5 7 6 -8 8 -10 -11
leaf_value=-0.00028291728064470798 0.00094690623245761356 0.00059113171076432376 -0.00072896973122163033 -0.00046319263346965875 -0.00013343848413820096 0.00089380888380657106 -0.0003998723020584347 -0.00067035240157163557 -5.0874034267444569e-05 0.00011286147638342198
leaf_weight=86 56 79 50 61 339 132 70 55 1866 935
leaf_count=86 56 79 50 61 339 132 70 55 1866 935
internal_value=0 -7.16293e-06 -2.05419e-05 -1.03161e-05 -2.14957e-06 0.000222304 0.000441451 -2.26382e-05 -6.90364e-05 4.66807e-05
internal_weight=0 3673 3594 3544 3483 288 202 3195 1921 1274
internal_count=3729 3673 3594 3544 3483 288 202 3195 1921 1274
is_linear=0
shrinkage=0.0995203


Tree=7245
num_leaves=13
num_cat=0
split_feature=4 5 5 9 1 6 6 1 1 9 9 8
split_gain=0.00472409 0.00239845 0.00206356 0.00528499 0.00134724 0.00392462 0.00235125 0.00171708 0.00145701 0.00114658 0.00581325 0.00307307
threshold=0.15615500000000004 0.62931500000000018 0.51100000000000012 0.097680000000000031 -0.07002499999999999 0.11816500000000002 0.10877500000000002 -0.06551499999999999 -0.076329999999999995 0.10054500000000002 0.097200000000000022 -0.051259999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 8 -6 -1 10 -9 -11
right_child=-2 -3 3 -5 7 -7 -8 9 -10 11 -12 -13
leaf_value=-4.2826128756993368e-05 0.00094821466070231758 0.00053167156077350733 -0.0008566325475060087 0.00042230463126411534 0.00058696152943423061 -0.00096408763507208289 0.00061428221950092336 3.502017658395554e-05 -0.00044334610152326815 0.00055698157701078031 -0.00094708357252393737 -6.0303736703655892e-05
leaf_weight=1218 52 80 89 49 57 48 51 1603 98 139 62 183
leaf_count=1218 52 80 89 49 57 48 51 1603 98 139 62 183
internal_value=0 -6.93315e-06 -1.91397e-05 -0.000396585 -3.84451e-06 -7.87114e-05 -4.7024e-05 4.75831e-05 -7.32742e-05 3.16982e-05 -1.05901e-06 0.000203622
internal_weight=0 3677 3597 138 3459 1415 1367 2044 1316 1987 1665 322
internal_count=3729 3677 3597 138 3459 1415 1367 2044 1316 1987 1665 322
is_linear=0
shrinkage=0.0995203


Tree=7246
num_leaves=21
num_cat=0
split_feature=26 6 9 0 26 17 2 8 2 0 0 2 26 26 10 10 23 3 8 1
split_gain=0.0047465 0.00137322 0.00146243 0.0037645 0.00333221 0.00426402 0.00220126 0.00249627 0.00513523 0.00353363 0.00318819 0.00145115 0.00169115 0.00222863 0.00139677 0.00442336 0.00155625 0.00163763 0.00791673 0.00398158
threshold=0.5128250000000002 0.004915000000000001 0.097365000000000021 -0.072274999999999992 0.10264000000000002 0.0021900000000000005 -0.079954999999999984 -0.091914999999999983 -0.077354999999999993 -0.040384999999999997 -0.078809999999999991 -0.080914999999999987 0.11127500000000003 0.091570000000000026 0.090150000000000022 0.086275000000000018 0.086650000000000019 0.08511500000000001 -0.0020399999999999997 -0.50597999999999999
decision_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 6 -4 -5 -6 11 -8 10 -10 -9 12 13 -3 15 16 17 18 -1 -19
right_child=-2 2 3 4 5 -7 7 8 9 -11 -12 -13 -14 -15 -16 -17 -18 19 -20 -21
leaf_value=9.974228677996095e-07 0.00094984216945363743 -0.00010235997557728562 0.00084465929829861117 0.00055611433305932786 0.00021604674378551398 -0.0010857952325945487 0.0002538001885628094 -0.0016431253805343688 -2.6567722534000886e-05 -0.00098519345834506816 -0.00044006112194702854 0.00037513883281066934 -0.00062407531575457221 0.00039089333209798758 -0.00037791151730784335 0.00092332893821459375 -0.00047785708705459307 -0.00069035966875145719 0.0013799376102747447 4.6118700745459632e-05
leaf_weight=205 52 620 58 50 48 50 66 46 233 46 46 80 51 106 75 57 57 76 52 1655
leaf_count=205 52 620 58 50 48 50 66 46 233 46 46 80 51 106 75 57 57 76 52 1655
internal_value=0 -7.57854e-06 -8.10359e-05 0.000163568 -9.78146e-05 -0.000439805 -0.000120609 -0.000302568 -0.000403751 -0.000187555 -0.00105049 -2.68688e-05 -6.93132e-05 -2.92147e-05 4.26591e-05 5.80547e-05 3.35367e-05 4.86112e-05 0.00028319 1.33105e-05
internal_weight=0 3677 1500 206 148 98 1294 437 371 279 92 857 777 726 2177 2102 2045 1988 257 1731
internal_count=3729 3677 1500 206 148 98 1294 437 371 279 92 857 777 726 2177 2102 2045 1988 257 1731
is_linear=0
shrinkage=0.0995203


Tree=7247
num_leaves=14
num_cat=0
split_feature=29 5 5 9 18 0 3 6 6 0 3 19 0
split_gain=0.00435062 0.00175715 0.00175028 0.00474938 0.00128682 0.00235655 0.00486311 0.00099077 0.00205428 0.00257513 0.00168649 0.00171272 0.00168188
threshold=0.12330000000000002 0.62931500000000018 0.51100000000000012 0.097680000000000031 -0.12363 -0.080884999999999999 0.088385000000000033 -0.011749999999999998 -0.045589999999999999 -0.11170000000000001 0.14530500000000005 0.10781000000000003 -0.057604999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -7 8 12 -10 11 -9 -6
right_child=-2 -3 3 -5 7 6 -8 10 9 -11 -12 -13 -14
leaf_value=-0.00017944224741540859 0.000875712704275149 0.00045582769647202183 -0.00087354817278089184 0.00037134829146576181 3.7025950221685183e-05 0.001320130404347201 3.922148829490944e-05 -6.7388911519651262e-05 0.00098757728595625055 0.00010948439136585586 0.00042950632499073909 -0.00055561862409221597 -0.0003342603448001824
leaf_weight=82 56 79 77 49 1150 46 85 1668 48 115 64 75 135
leaf_count=82 56 79 77 49 1150 46 85 1668 48 115 64 75 135
internal_value=0 -8.05205e-06 -1.84764e-05 -0.000382925 -4.99915e-06 0.00023167 0.000495256 -2.07377e-05 4.02402e-05 0.000373086 -7.00541e-05 -8.88668e-05 -1.34373e-06
internal_weight=0 3673 3594 126 3468 213 131 3255 1448 163 1807 1743 1285
internal_count=3729 3673 3594 126 3468 213 131 3255 1448 163 1807 1743 1285
is_linear=0
shrinkage=0.0995203


Tree=7248
num_leaves=21
num_cat=0
split_feature=27 4 6 18 18 2 6 8 8 26 17 2 17 18 3 5 29 27 2 8
split_gain=0.00310151 0.0129898 0.00264914 0.00178114 0.00925715 0.0154898 0.00145465 0.0019006 0.00417347 0.00222738 0.00133367 0.00449917 0.00228711 0.00118962 0.00226154 0.00195402 0.000781737 0.000750691 0.00113489 0.000568294
threshold=0.084940000000000029 0.084435000000000024 0.21988000000000005 0.089505000000000015 0.092750000000000013 -0.080874999999999989 0.11596500000000003 -0.065539999999999987 -0.014854999999999998 0.10924500000000002 0.51392000000000015 -0.075609999999999997 0.41435500000000008 -0.1394 0.08777500000000002 0.62720500000000012 -0.055059999999999998 0.10530500000000002 -0.01042 -0.14546000000000001
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 10 5 -5 7 9 -9 -6 12 -12 13 14 -1 -15 17 18 -3 -18
right_child=1 16 -4 4 6 -7 -8 8 -10 -11 11 -13 -14 15 -16 -17 19 -19 -20 -21
leaf_value=0.00063059736045369141 0.0018329044708917655 0.00033899838159033043 -0.0007044228793558979 0.0023386706982209829 -5.4350397436990436e-05 -5.2657148051943624e-05 0.00045323299774407304 -0.0011539620124396889 -5.019017389990275e-05 0.00058319089607479567 -0.00029976569544373386 0.00096813311792056929 -0.00061063697264790982 -5.6208988714741245e-05 -6.1395552485594999e-06 -0.00071390239259111921 1.07647440724299e-05 -0.00037032306023471352 -0.00024514138471048752 0.00051946993148166518
leaf_weight=71 47 69 55 47 298 61 58 46 136 66 58 52 73 2087 238 46 46 58 62 48
leaf_count=71 47 69 55 47 298 61 58 46 136 66 58 52 73 2087 238 46 46 58 62 48
internal_value=0 0.000300328 -1.91908e-05 -7.65155e-06 0.00013166 0.000980434 -1.87524e-05 -7.03894e-05 -0.000333664 5.89988e-05 -4.575e-05 0.000292163 -6.0855e-05 -4.40848e-05 0.000137516 -7.07765e-05 4.29086e-05 -7.02996e-05 5.62862e-05 0.000279238
internal_weight=0 330 3392 3337 712 108 604 546 182 364 2625 110 2515 2442 309 2133 283 189 131 94
internal_count=3722 330 3392 3337 712 108 604 546 182 364 2625 110 2515 2442 309 2133 283 189 131 94
is_linear=0
shrinkage=0.0995203


Tree=7249
num_leaves=21
num_cat=0
split_feature=26 26 6 26 26 26 2 18 26 6 6 2 2 0 2 2 2 18 5 9
split_gain=0.00288215 0.0167732 0.00260085 0.0015813 0.0156238 0.00260546 0.00590401 0.00526867 0.0028773 0.00136913 0.00133809 0.00111772 0.00311314 0.00116196 0.00100693 0.00699021 0.00277214 0.00230955 0.00264535 0.000789094
threshold=-0.126245 -0.14859999999999998 0.21988000000000005 0.091195000000000012 0.09167500000000002 0.090020000000000031 -0.082794999999999994 -0.034774999999999993 0.089485000000000023 0.10248500000000002 0.092705000000000023 -0.043929999999999997 -0.095204999999999998 -0.080884999999999999 -0.08342999999999999 -0.082234999999999989 -0.080644999999999994 -0.010395 -0.076589999999999991 0.085765000000000022
decision_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 5 -5 8 -7 -8 9 10 -2 12 13 -1 17 -16 -17 -6 -19 -11
right_child=2 -3 -4 4 14 6 7 -9 -10 19 -12 -13 -14 -15 15 16 -18 18 -20 -21
leaf_value=-0.00017270478296924907 -4.5866806265356702e-05 0.0019867662059151678 -0.00072133921991221462 0.0018140746358895679 0.00030820977860110703 -0.0013340323402342077 -0.00076290277786840758 0.00072011100512280621 0.00060451077571373093 0.00060980713225608496 -0.00051335349225752752 0.0003671239860247663 -0.00082781957211777962 0.00046707937183495987 0.0011831001656370402 -0.00072898848696132117 3.0140568907198389e-05 2.0247493585916542e-05 -0.0009601897930619236 1.3819920131856686e-05
leaf_weight=62 2018 49 51 50 53 50 46 49 70 48 63 47 51 50 51 51 711 50 56 46
leaf_count=62 2018 49 51 50 53 50 46 49 70 48 63 47 51 50 51 51 711 50 56 46
internal_value=0 0.000328316 -1.57812e-05 -4.99507e-06 9.8344e-05 -4.95269e-05 -0.000458688 0 -2.27354e-05 -4.3299e-05 -6.04128e-05 -5.47575e-05 -0.000181427 0.000105604 9.24395e-06 5.48458e-05 -1.9593e-05 -0.000218779 -0.000489997 0.000326863
internal_weight=0 259 3463 3412 1022 2390 145 95 2245 2175 2081 210 163 112 972 813 762 159 106 94
internal_count=3722 259 3463 3412 1022 2390 145 95 2245 2175 2081 210 163 112 972 813 762 159 106 94
is_linear=0
shrinkage=0.0995203


Tree=7250
num_leaves=22
num_cat=0
split_feature=27 1 21 1 5 5 17 17 18 6 26 9 20 20 0 0 8 8 29 6 5
split_gain=0.00259325 0.0107477 0.0020394 0.00184367 0.0020898 0.00822143 0.00243553 0.00256294 0.00326597 0.00180109 0.00161266 0.00237097 0.00191585 0.00307539 0.0015448 0.00273454 0.00176561 0.00076539 0.000757398 0.00101074 0.00115021
threshold=0.084940000000000029 -0.11467499999999999 0.15372000000000005 0.10924000000000002 -0.088174999999999989 -0.090164999999999995 0.51362000000000008 0.26430000000000003 -0.069565000000000002 0.10313000000000001 -0.019129999999999998 0.10341500000000002 -0.09280999999999999 -0.048779999999999997 -0.095649999999999999 -0.113275 -0.092094999999999996 -0.07034 -0.055059999999999998 -0.42102499999999998 -0.026719999999999997
decision_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 5 14 7 9 -9 -6 -5 12 -12 -14 15 -1 -16 18 19 -3 -21
right_child=1 17 -4 10 6 -7 -8 8 -10 -11 11 -13 13 -15 16 -17 -18 -19 -20 20 -22
leaf_value=-5.5781019842170365e-06 0.001650710214982879 0.00035774238588154225 -0.00056226801668569448 -0.00063631531633916247 -3.325490686065164e-05 0.0014619527909994084 0.00054117498940445263 -0.001012962446995859 -9.1779011012128902e-05 0.00028422250881184258 -0.00056976409233087033 -0.00073527791716917546 0.00073592033636317965 -8.8841446295036014e-05 0.0004176919650314574 0.00080579646398742683 -0.00022144454611481011 -0.00032582186383281464 0.00034176887430174331 -0.0005453914836647428 0.0001194393913634662
leaf_weight=104 48 46 67 72 2007 47 75 58 118 194 48 51 60 172 54 66 199 47 89 50 50
leaf_count=104 48 46 67 72 2007 47 75 58 118 194 48 51 60 172 54 66 199 47 89 50 50
internal_value=0 0.000273682 -1.84879e-05 -7.28427e-06 1.99817e-05 0.000212345 -1.65567e-05 -3.44989e-05 -0.000400002 -4.89995e-06 -0.000207011 -0.000111154 0 0.000120931 7.15645e-05 0.000304611 -8.17923e-05 3.63913e-05 0.000112317 -2.19466e-05 -0.00020479
internal_weight=0 330 3392 3325 2922 470 2452 2377 176 2201 403 331 280 232 423 170 253 282 235 146 100
internal_count=3722 330 3392 3325 2922 470 2452 2377 176 2201 403 331 280 232 423 170 253 282 235 146 100
is_linear=0
shrinkage=0.0995203


Tree=7251
num_leaves=15
num_cat=0
split_feature=26 26 21 26 26 26 17 17 6 12 0 26 23 29
split_gain=0.00243859 0.0115652 0.00247445 0.00153229 0.012564 0.0018753 0.0017563 0.00308201 0.00132271 0.0011094 0.000829062 0.00286724 0.000770794 0.000885269
threshold=-0.112275 -0.14859999999999998 0.15544000000000005 0.091195000000000012 0.09167500000000002 0.090715000000000032 0.51362000000000008 0.40827500000000011 0.099330000000000016 0.086720000000000019 -0.057604999999999996 -0.236315 0.086650000000000019 -0.085039999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 -5 9 7 8 -6 12 11 -1 13 -2
right_child=2 -3 -4 4 6 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.00048283040464679465 0.00031448096874877826 0.0015401569070780002 -0.00071811244066396422 0.0016349864044252886 -1.413296845208725e-05 -0.00065960019055070476 0.00061000571573280652 -0.00058483391639852368 0.00030866077870173389 -0.00050561619361773964 -0.00036656957701865103 -0.00038161094369064212 -0.00039106574692569318 -2.8413922848748669e-05
leaf_weight=81 77 58 49 50 684 49 47 85 153 49 58 71 56 2155
leaf_count=81 77 58 49 50 684 49 47 85 153 49 58 71 56 2155
internal_value=0 0.000295763 -1.57991e-05 -5.45198e-06 9.64347e-05 -4.93083e-05 1.62012e-05 -1.31809e-05 4.38943e-05 -3.6162e-05 -4.40293e-05 7.36596e-05 -2.57503e-05 -1.62179e-05
internal_weight=0 268 3454 3405 1019 2386 969 922 837 2337 210 152 2288 2232
internal_count=3722 268 3454 3405 1019 2386 969 922 837 2337 210 152 2288 2232
is_linear=0
shrinkage=0.0995203


Tree=7252
num_leaves=12
num_cat=0
split_feature=22 29 0 3 3 22 0 1 21 21 0
split_gain=0.0236882 0.0032817 0.00139277 0.00143298 0.0175092 0.00144107 0.00189778 0.00304353 0.00138169 0.00391995 0.00183816
threshold=0.13264000000000004 -0.117605 -0.23998999999999998 0.085355000000000028 0.085625000000000021 0.079065000000000024 -0.11170000000000001 0.50996500000000011 -0.032064999999999996 -0.080634999999999998 -0.20796499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -4 -8 9 -6 -10
right_child=-2 2 3 4 8 -7 7 -9 10 -11 -12
leaf_value=-0.00076832878178128606 0.0022574432537978977 0.00048827435871048148 -0.00065940713288268964 0.0019082067074216863 3.4207892894034375e-06 0.00036258738955818236 -0.00017314788688532976 0.00063077908863826842 0.00054147260744757703 -0.00084963186449610697 1.9903959486011177e-05
leaf_weight=53 47 62 68 49 227 56 513 51 69 69 2477
leaf_count=53 47 62 68 49 227 56 513 51 69 69 2477
internal_value=0 8.74844e-06 2.02848e-05 1.19489e-05 4.28762e-05 -0.000116819 -0.000160593 -9.90009e-05 1.04273e-05 -0.000192667 3.43607e-05
internal_weight=0 3694 3641 3579 2891 688 632 564 2842 296 2546
internal_count=3741 3694 3641 3579 2891 688 632 564 2842 296 2546
is_linear=0
shrinkage=0.0995203


Tree=7253
num_leaves=10
num_cat=0
split_feature=10 4 0 5 5 17 3 9 17
split_gain=0.0235857 0.00256078 0.00112113 0.00235489 0.00113795 0.00221207 0.00790286 0.00178272 0.00155512
threshold=0.096215000000000023 0.15730000000000002 -0.23998999999999998 -0.53979999999999995 0.55459000000000014 -0.15450999999999998 0.086605000000000029 0.095415000000000014 -0.14169499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -6 -7
right_child=-2 -3 3 4 7 8 -8 -9 -10
leaf_value=0.00040229327995944725 0.0021383274754454731 -0.0007259006670211496 -0.00057015629897303106 0.0010492814412017396 -0.00067091141689217112 -0.00038229947974293955 4.6116870967035862e-05 0.00013418878297861579 4.3975917089338386e-06
leaf_weight=72 52 47 69 92 59 107 517 48 2678
leaf_count=72 52 47 69 92 59 107 517 48 2678
internal_value=0 3.68969e-06 1.33298e-05 5.25588e-06 1.68303e-05 2.7126e-05 0.000199007 -0.000302094 -1.01654e-05
internal_weight=0 3689 3642 3570 3501 3394 609 107 2785
internal_count=3741 3689 3642 3570 3501 3394 609 107 2785
is_linear=0
shrinkage=0.0995203


Tree=7254
num_leaves=13
num_cat=0
split_feature=22 29 17 17 17 3 2 21 26 12 38 5
split_gain=0.0190085 0.0027377 0.00117881 0.00726014 0.0014114 0.00255308 0.00133337 0.00161762 0.00125225 0.00109316 0.0010413 0.0019077
threshold=0.13264000000000004 -0.117605 -0.15313499999999999 -0.16855499999999998 -0.14169499999999999 0.085730000000000015 0.10274500000000002 -0.025279999999999997 -0.085165000000000005 0.098385000000000028 -0.07453499999999999 -0.54885499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -4 7 -3 -9 10 -6 -12
right_child=-2 2 4 -5 9 -7 -8 8 -10 -11 11 -13
leaf_value=-0.00070505559420356125 0.0020191032355321415 0.00060814480270913085 -0.00091311083640707442 0.0012746820463098497 0.00037908618470506233 0.00010553352887396293 -0.00039245810999106605 -0.00036255813989514914 9.2635977676726642e-05 -0.00048101099163460432 -0.00056644047730934567 1.0483487724489172e-05
leaf_weight=53 47 54 47 51 73 48 63 68 481 46 58 2652
leaf_count=53 47 54 47 51 73 48 63 68 481 46 58 2652
internal_value=0 4.7336e-06 1.52905e-05 0.000129746 -1.24954e-05 -0.00038981 4.08413e-05 8.7469e-05 3.47638e-05 0 8.12862e-06 -1.5619e-06
internal_weight=0 3694 3641 717 2924 95 666 603 549 2829 2783 2710
internal_count=3741 3694 3641 717 2924 95 666 603 549 2829 2783 2710
is_linear=0
shrinkage=0.0995203


Tree=7255
num_leaves=12
num_cat=0
split_feature=10 6 22 21 5 4 5 2 17 20 21
split_gain=0.0193896 0.002621 0.00143489 0.001274 0.00143655 0.00467403 0.00152086 0.00282363 0.00178361 0.0013569 0.00201071
threshold=0.096215000000000023 -0.55466499999999985 0.13160500000000006 0.12603000000000006 -0.53979999999999995 0.10533000000000002 0.51100000000000012 -0.072895000000000001 -0.15450999999999998 -0.073314999999999991 0.14299000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 8 -8 -6 -5 -11
right_child=-2 2 -4 9 6 -7 7 -9 -10 10 -12
leaf_value=-0.00073808014764694589 0.0019355860042428684 0.00024612966266969721 -0.00049879509894254362 -9.9577281570681673e-05 0.00021499464339542931 -0.0010835539109235119 -8.423326770636241e-06 -0.00092100751672840719 6.4733629718928093e-07 0.00084552444097408435 0
leaf_weight=47 52 56 54 58 450 48 118 48 2695 65 50
leaf_count=47 52 56 54 58 450 48 118 48 2695 65 50
internal_value=0 1.26692e-07 9.87803e-06 1.77618e-05 4.17096e-06 -0.000359699 1.58475e-05 -0.000277235 3.15774e-05 0.000281312 0.000480531
internal_weight=0 3689 3642 3588 3415 104 3311 166 3145 173 115
internal_count=3741 3689 3642 3588 3415 104 3311 166 3145 173 115
is_linear=0
shrinkage=0.0995203


Tree=7256
num_leaves=22
num_cat=0
split_feature=20 6 6 8 6 6 17 17 17 6 2 2 2 8 6 10 2 6 7 23 6
split_gain=0.0239856 0.00339186 0.00513181 0.00932017 0.00592917 0.00512699 0.0143187 0.0327471 0.00393093 0.00257725 0.00228735 0.00744362 0.00458926 0.00193585 0.00179059 0.00206712 0.00190668 0.00158904 0.0010238 0.00146802 0.00119271
threshold=-0.40431 0.087575000000000028 0.088845000000000021 -0.084794999999999995 0.089525000000000021 -0.011749999999999998 0.0036400000000000009 0.067035000000000025 0.50644500000000015 -0.0092549999999999993 -0.082234999999999989 -0.083974999999999994 -0.080744999999999997 -0.084855 0.086100000000000024 0.086165000000000019 -0.08569499999999998 -0.0141 0.085015000000000021 -0.022119999999999997 -0.088444999999999982
decision_type=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 -4 17 9 -8 10 -7 11 -6 -12 -9 15 -11 -16 18 19 -2 -21
right_child=1 2 4 -5 8 6 7 13 -10 14 12 -13 -14 -15 16 -17 -18 -19 -20 20 -22
leaf_value=-0.002150112559740847 0.00046876720246414704 0.0014707740332844182 -0.00086697647479059279 -0.00017102532353514089 -2.5103909138443293e-05 -0.00071071031353380084 -0.0032930592428931774 0.00018157589304464749 0.00078782324200055447 0.0001050084866632071 -0.00096429894279366154 0.0011327974529238695 2.3255248756025693e-05 -0.00059323205454725947 -0.00080912882558944706 -0.00050077036164263879 1.6559336684024334e-05 0.00060220949353956429 -0.00042535059119632623 -7.4308350168933232e-05 0.00010314727717971623
leaf_weight=53 70 73 65 63 209 59 48 58 79 539 52 74 437 68 55 62 52 46 52 865 662
leaf_count=53 70 73 65 63 209 59 48 58 79 539 52 74 437 68 55 62 52 46 52 865 662
internal_value=0 -1.74666e-05 0.000133324 0.000704216 4.76695e-05 -7.79562e-05 -0.000264309 -0.00107974 0.000118493 -7.82545e-05 4.89387e-05 0.000274776 -8.00867e-05 -0.000230077 -2.43935e-05 4.11534e-05 -0.000400209 2.50171e-05 8.41942e-06 2.3056e-05 2.08785e-06
internal_weight=0 3688 1052 136 916 2636 941 174 851 767 772 283 489 126 708 601 107 1695 1649 1597 1527
internal_count=3741 3688 1052 136 916 2636 941 174 851 767 772 283 489 126 708 601 107 1695 1649 1597 1527
is_linear=0
shrinkage=0.0995203


Tree=7257
num_leaves=25
num_cat=0
split_feature=20 18 17 17 18 18 26 26 26 2 2 38 18 1 26 26 2 6 6 26 3 1 18 18
split_gain=0.0194484 0.00372071 0.0216555 0.0277549 0.00678879 0.0266614 0.00558509 0.0050483 0.00428047 0.00246209 0.00327658 0.00200681 0.00182551 0.00265798 0.00148232 0.00142733 0.00350229 0.00296601 0.00458802 0.00328989 0.00243055 0.00116905 0.00194088 0.00167993
threshold=-0.40431 -0.080424999999999996 -0.0065549999999999992 0.053575000000000012 -0.018864999999999996 -0.023444999999999997 0.10393000000000002 0.096155000000000018 0.091765000000000027 -0.0031199999999999999 0.097285000000000024 -0.072014999999999996 -0.087529999999999983 -0.012224999999999998 0.086685000000000026 0.11991000000000003 -0.0083149999999999995 0.091615000000000016 0.087975000000000012 0.10924500000000002 0.097095000000000029 -0.0088199999999999997 -0.095799999999999982 -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=-1 2 9 -4 5 6 7 8 -3 12 -11 -6 21 -14 -5 17 20 18 -13 -19 -17 23 -23 -2
right_child=1 4 3 14 11 -7 -8 -9 -10 10 -12 15 13 -15 -16 16 -18 19 -20 -21 -22 22 -24 -25
leaf_value=-0.0019361330852552703 0 0.00031015523893642501 -0.0027652091458497323 0.00026777017845580652 0.00047477303620876684 0.00249835939352871 -0.00089942308025949479 0.001129801677434493 -0.00059350809393751659 0.0010761377215076002 1.7272153799549011e-05 8.1224185401039762e-08 0.00086016612128504406 -0.00016516361764015139 -0.00051730697512181547 -0.00064634855634108934 -0.00098045570444936026 9.8937796037146903e-05 -0.00047486943243626003 0.00093427226979151345 0.00022119303233429348 -8.4584933971427773e-05 0.00065745624875413746 -0.00038868450712784203
leaf_weight=53 210 207 68 47 77 53 47 55 69 48 77 1462 50 48 47 46 54 212 233 61 104 140 46 227
leaf_count=53 210 207 68 47 77 53 47 55 69 48 77 1462 50 48 47 46 54 212 233 61 104 140 46 227
internal_value=0 -1.57283e-05 -0.000178885 -0.0012331 4.53325e-05 0.000407261 0.000111899 0.000257973 8.12733e-05 2.2019e-05 0.000430426 -2.36637e-05 -4.76513e-05 0.000349611 -0.00011606 -4.17108e-05 -0.000292513 -1.5297e-05 -6.4724e-05 0.000288586 -3.93957e-05 -0.000111456 9.45295e-05 -0.000201003
internal_weight=0 3688 1008 162 2680 431 378 331 276 846 125 2249 721 98 94 2172 204 1968 1695 273 150 623 186 437
internal_count=3741 3688 1008 162 2680 431 378 331 276 846 125 2249 721 98 94 2172 204 1968 1695 273 150 623 186 437
is_linear=0
shrinkage=0.0995203


Tree=7258
num_leaves=28
num_cat=0
split_feature=6 26 26 2 2 21 26 20 1 1 0 0 17 26 21 21 6 2 2 1 26 21 18 20 6 20 0
split_gain=0.0168219 0.00308565 0.0128726 0.00390183 0.0194774 0.00374289 0.0114049 0.00336323 0.00262444 0.00604474 0.00360148 0.0039078 0.00257044 0.00609226 0.00240328 0.002224 0.00266165 0.00184002 0.0013659 0.00188047 0.00148582 0.00202309 0.00298173 0.00149066 0.00219395 0.00143521 0.00109756
threshold=0.23663500000000004 0.088435000000000027 0.088775000000000021 -0.082644999999999982 -0.08342999999999999 -0.018669999999999996 0.084735000000000019 -0.085594999999999991 -0.082489999999999994 -0.084759999999999988 -0.082885 -0.079665 0.50822500000000015 0.096980000000000025 -0.0086749999999999987 0.089350000000000027 0.089725000000000013 -0.084385000000000002 -0.081734999999999988 -0.0064949999999999999 0.085635000000000031 0.089910000000000032 0.084405000000000022 0.10252000000000001 -0.13803499999999999 0.0057800000000000013 -0.067345000000000002
decision_type=2 2 2 2 2 2 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 7 -1 9 10 -4 -12 15 -14 -7 16 -10 -16 19 -5 23 22 -22 25 -25 -20 -17
right_child=-2 2 8 18 -6 14 -8 -9 12 -11 11 -13 13 -15 17 26 -18 -19 20 -21 21 -23 -24 24 -26 -27 -28
leaf_value=-0.00070883412877234282 -0.0018163950044418162 0.0016090571288738353 -0.00052306916480408306 -2.8985095525320894e-05 -0.0019416383355479782 0.00067194844323044726 -0.0018415654774348272 0.00036328120610637765 -0.00048661104307122716 0.0011366551379977453 0.0010653042582285564 3.7881578447482363e-05 0.0011030349624642801 -0.00039810879550794624 -0.00011439437547280755 -3.1532116409225731e-06 -4.2633800808935958e-05 0.0004981524109361823 4.6627492216164169e-05 0.00083216513023027584 0.00051837137307277894 -0.00081949441764008098 -0.0006021028473546646 -0.00074261794837162949 0.00011723413012187079 0.00050315566806873719 0.00038950626528246545
leaf_weight=46 52 54 73 49 62 46 48 78 218 66 49 153 59 48 672 237 358 52 842 48 48 49 46 56 59 75 98
leaf_count=46 52 54 73 49 62 46 48 78 218 66 49 153 59 48 672 237 358 52 842 48 48 49 46 56 59 75 98
internal_value=0 -1.35046e-05 0.000101748 -8.54163e-05 -0.000232178 -0.000118797 -0.000538754 -2.78373e-05 4.12528e-05 0.000280498 7.20428e-05 0.000291161 -3.80831e-05 0.000421974 -2.39249e-05 -9.30169e-05 -0.000212088 -6.92686e-05 2.97805e-05 0.000388712 0 -0.000300491 -2.1237e-05 4.1808e-05 -0.000294358 8.4859e-05 0.000109271
internal_weight=0 3689 1413 2276 1004 942 172 124 1359 341 275 202 1018 107 770 911 576 724 1272 97 1175 143 94 1032 115 917 335
internal_count=3741 3689 1413 2276 1004 942 172 124 1359 341 275 202 1018 107 770 911 576 724 1272 97 1175 143 94 1032 115 917 335
is_linear=0
shrinkage=0.0995203


Tree=7259
num_leaves=22
num_cat=0
split_feature=21 26 26 26 8 8 8 2 2 8 9 8 8 8 21 18 2 18 10 8 2
split_gain=0.0128258 0.00269529 0.0103207 0.00354677 0.0160886 0.00491535 0.0144958 0.00320009 0.00269277 0.00253745 0.00327334 0.00284288 0.0041985 0.00312017 0.0017076 0.00166429 0.00391785 0.00195766 0.00136049 0.00151895 0.00130272
threshold=-0.10962999999999999 0.088435000000000027 0.088775000000000021 0.082605000000000026 -0.080364999999999992 -0.084674999999999986 -0.083804999999999991 -0.086934999999999998 -0.080644999999999994 -0.012329999999999999 0.11351500000000002 -0.046889999999999994 -0.053049999999999993 -0.079704999999999998 -0.015149999999999999 -0.12363 0.096520000000000022 -0.10303999999999999 0.090150000000000022 0.10068500000000002 -0.095204999999999998
decision_type=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 8 -7 -8 14 11 -11 12 13 -4 -5 16 20 -17 19 -19 -2
right_child=1 2 9 4 -6 6 7 -9 -10 10 -12 -13 -14 -15 -16 17 -18 18 -20 -21 -22
leaf_value=-0.0013321507585777443 0.00035310407651038508 0.0014489236194038359 -5.5441458871871978e-05 -0.00019770171472801781 -0.0019714337120700729 -0.0018589097322976645 -0.00074784231705418756 0.0002036872311455713 -0.00047092506648728 4.0136065691545678e-05 -0.0010067060408582515 0.00079489306107330794 -0.00070304244614981151 0.00027705403077001831 0.00024369773985958058 -0.00058754082934283855 0.0010708330855712996 -6.1305999154393899e-06 -0.00047378123731763055 0.00040524998120630538 -0.00025021606447189244
leaf_weight=74 66 54 586 114 50 59 48 128 87 69 50 54 68 529 345 58 48 1025 56 97 76
leaf_count=74 66 54 586 114 50 59 48 128 87 69 50 54 68 529 345 58 48 1025 56 97 76
internal_value=0 -8.50044e-06 9.91959e-05 -7.61435e-05 -0.000239641 -0.000127723 -0.000508512 -5.11697e-05 3.46703e-05 4.48419e-05 -0.000392835 8.76084e-05 5.46312e-05 0.000101573 0.000132286 1.85606e-05 0.000293097 -2.29793e-05 4.12256e-06 2.87048e-05 2.44354e-05
internal_weight=0 3667 1410 2257 831 781 235 176 546 1356 119 1237 1183 1115 459 1426 190 1236 1178 1122 142
internal_count=3741 3667 1410 2257 831 781 235 176 546 1356 119 1237 1183 1115 459 1426 190 1236 1178 1122 142
is_linear=0
shrinkage=0.0995203


Tree=7260
num_leaves=23
num_cat=0
split_feature=3 3 18 17 17 20 2 9 26 26 1 1 20 20 21 20 3 26 3 18 5 18
split_gain=0.00222501 0.00943201 0.0116848 0.00529402 0.015096 0.00258599 0.00177754 0.0029794 0.00171902 0.00419344 0.00159324 0.00272882 0.00185728 0.00161297 0.00156771 0.00153566 0.00219604 0.00123678 0.00216184 0.0012246 0.00356632 0.00152271
threshold=0.089395000000000016 0.088805000000000023 -0.044484999999999997 0.056905000000000011 0.08741500000000002 -0.24910499999999999 -0.087444999999999995 0.083925000000000013 0.098185000000000022 0.090715000000000032 -0.012865 -0.019239999999999997 -0.09638999999999999 -0.08588999999999998 0.13765500000000006 -0.08237499999999999 0.091295000000000029 0.089485000000000023 0.087625000000000022 -0.074709999999999985 -0.0037599999999999999 -0.057764999999999997
decision_type=2 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 -5 -2 -6 -8 9 17 11 14 -12 -14 19 -15 -17 18 -1 20 -7 -21
right_child=5 2 -4 4 6 10 7 -9 -10 -11 12 -13 13 15 -16 16 -18 -19 -20 21 -22 -23
leaf_value=-8.3835403217692755e-05 0.00060248988167820202 0.0022407709156667681 0.00010918104346417883 0.0020157494128094939 0.00059978134778764891 0.00076712608735862687 -0.00064166582125132923 0.00027903739023083516 -0.00054590175129232566 0.00071333431838551211 0.0005182111137855336 -0.00077352910160143399 -0.00049066515479170598 0.00056616313318569452 -0.00059416603337809676 -0.00048306252348661861 6.2556454733293665e-05 -0.00052201983317281522 0.00032290553677214595 -0.00048927722607037204 -5.7547043160563363e-05 -6.3070303184320414e-05
leaf_weight=804 65 46 59 51 50 65 58 86 58 78 78 60 59 53 56 80 832 51 154 99 252 562
leaf_count=804 65 46 59 51 50 65 58 86 58 78 78 60 59 53 56 80 832 51 154 99 252 562
internal_value=0 0.00014074 0.00105082 7.1404e-05 0.000491394 -1.54731e-05 8.64416e-05 -8.61166e-05 -1.7748e-05 9.68008e-06 -3.41371e-05 -0.000119437 4.98002e-05 1.3321e-05 -8.06897e-05 4.4983e-05 1.37975e-05 -4.39041e-05 -1.75966e-05 -5.04512e-05 0.000108968 -0.000128143
internal_weight=0 1495 105 1390 245 2261 194 144 1145 1087 2196 1094 1102 1024 1034 965 912 1009 958 978 317 661
internal_count=3756 1495 105 1390 245 2261 194 144 1145 1087 2196 1094 1102 1024 1034 965 912 1009 958 978 317 661
is_linear=0
shrinkage=0.0995203


Tree=7261
num_leaves=26
num_cat=0
split_feature=1 26 26 8 1 26 20 8 26 26 18 18 5 18 17 26 6 1 3 3 0 1 8 20 4
split_gain=0.00188401 0.00897481 0.0464577 0.0073788 0.00699353 0.00556338 0.00197843 0.00189649 0.00188355 0.00186825 0.00183045 0.00144847 0.00460929 0.00250276 0.00197241 0.00175807 0.00111742 0.00132049 0.00174682 0.00492568 0.00183562 0.00141621 0.00315017 0.00144282 0.000991298
threshold=-0.080689999999999998 0.088545000000000026 0.089075000000000029 -0.049499999999999995 -0.083284999999999984 0.10924500000000002 -0.24910499999999999 -0.086589999999999986 0.087745000000000031 0.087260000000000018 0.15891500000000006 -0.015069999999999998 0.0035750000000000005 -0.0086449999999999982 -0.55754499999999996 0.085005000000000011 0.12638500000000005 -0.01538 0.090295000000000028 0.092635000000000023 -0.080884999999999999 -0.0088199999999999997 -0.086154999999999995 -0.09638999999999999 0.10353000000000002
decision_type=2 2 2 2 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 -2 -4 9 11 16 12 15 -13 -14 -1 17 18 20 -20 -8 22 -19 -23 -15
right_child=6 2 3 -5 -6 -7 10 -9 -10 -11 -12 13 14 24 -16 -17 -18 21 19 -21 -22 23 -24 -25 -26
leaf_value=0.00022537308493308242 0.00052362565788721975 0.0034622315247776077 -0.00016315200922170211 -0.00088606317704498748 0.0011259359805980895 -0.00076860674802834436 -3.885128438793174e-05 0.00053596388770854695 -0.00060098062197525318 0.00055260774732119981 -0.00049182029974619067 -0.00087387627984127146 0.00032279445851588596 -0.00020697096849404124 -0.00032948465138939425 0.001085458432034384 0.00048072450305930447 0.00074642365716739252 -0.00091095540366517471 -8.5878769590444791e-05 0.0006271532783215922 0.00041274929437637908 -2.2517744077464958e-05 -2.527163008580628e-05 0.00024503065655649274
leaf_weight=52 68 47 52 58 82 60 241 132 59 53 79 49 61 190 176 48 46 85 88 403 49 79 134 1302 63
leaf_count=52 68 47 52 58 82 60 241 132 59 53 79 49 61 190 176 48 46 85 88 403 49 79 134 1302 63
internal_value=0 0.000145899 0.000508094 0.000144387 0.00033023 5.94658e-05 -5.59735e-06 0.000333939 -6.08752e-05 -1.36428e-05 -2.02844e-05 -6.18899e-05 7.8164e-05 -0.000220886 -0.000158144 0.000646401 -4.5984e-06 -1.43185e-05 -0.000120646 -0.000235421 7.08578e-05 3.7071e-05 0.000272192 0 -9.11815e-05
internal_weight=0 1182 431 384 326 244 2574 184 751 692 2506 639 337 302 237 100 2427 2381 781 491 290 1600 219 1381 253
internal_count=3756 1182 431 384 326 244 2574 184 751 692 2506 639 337 302 237 100 2427 2381 781 491 290 1600 219 1381 253
is_linear=0
shrinkage=0.0995203


Tree=7262
num_leaves=29
num_cat=0
split_feature=1 1 26 26 17 1 26 5 5 3 5 5 18 6 1 2 18 5 26 3 6 3 29 29 3 5 4 4
split_gain=0.0015354 0.0109574 0.00355428 0.0101891 0.00300617 0.0028053 0.00336196 0.00255509 0.00148551 0.00228402 0.00198252 0.00137438 0.00127632 0.00174519 0.00125314 0.00205975 0.00259462 0.00378635 0.00287872 0.00295999 0.00127353 0.000790546 0.000697568 0.000923509 0.00087511 0.00201129 0.00200202 0.000546568
threshold=-0.081224999999999992 -0.082039999999999988 0.088545000000000026 0.089365000000000014 -0.013885 -0.08616 0.086985000000000021 -0.013384999999999999 -0.014374999999999999 0.085545000000000024 -0.0081349999999999981 0.0035750000000000005 -0.0032949999999999998 0.090845000000000023 -0.067015000000000005 -0.072419999999999998 0.10492000000000003 -0.06971999999999999 0.090715000000000032 0.093615000000000018 0.17176000000000005 0.08777500000000002 -0.08294 -0.079250000000000001 0.12061000000000002 -0.46834999999999999 0.10976000000000002 0.10533000000000002
decision_type=2 2 2 2 2 2 2 2 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 8 -7 -6 9 -1 -10 -12 13 -5 15 16 18 -18 21 -20 22 -2 27 -24 26 -26 -25 -16
right_child=14 -3 3 4 7 6 -8 -9 10 -11 11 -13 -14 -15 20 -17 17 -19 19 -21 -22 -23 23 24 25 -27 -28 -29
leaf_value=0.00087709198872142167 0.00030550805377358375 0.0014324094794001003 0.001534833970886929 0.00053742030071257077 -4.7894882683085335e-05 0 -0.0011357296998357723 0.00089657957487948733 -0.00067155992934607195 -9.5658261726328352e-05 0.000325497696327169 -8.4957635305019441e-05 -0.00046970232755310943 -0.00023189947569394185 -0.00049287802134838788 -0.00073639699789879404 0.00086341286113825882 -0.00032768456547893361 -0.0009354090660329777 2.4224691295145436e-05 0.00041871164591085746 -0.00017321584048435852 0.00039185801268151721 9.0199545627516047e-06 -0.00061625665884084508 -7.6532087807734342e-06 0.00040904234788594599 -4.0620272593163585e-05
leaf_weight=46 72 61 57 46 47 51 50 66 47 47 104 361 75 79 46 54 60 46 83 49 79 63 66 1453 68 271 136 73
leaf_count=46 72 61 57 46 47 51 50 66 47 47 104 361 75 79 46 54 60 46 83 49 79 63 66 1453 68 271 136 73
internal_value=0 0.000134265 5.99101e-05 0.000310172 8.45354e-05 -7.00876e-05 -0.000555765 0.000496501 9.63933e-06 0.000376685 -5.54322e-05 5.08266e-06 -0.000144132 4.46613e-05 -3.9491e-06 -0.000160192 -7.45793e-05 0.000338799 -0.000241758 -0.00057298 2.61135e-05 7.60397e-05 1.10478e-05 2.53856e-05 1.24158e-05 -0.000132148 4.37724e-05 -0.000222322
internal_weight=0 1137 1076 370 313 706 101 113 605 93 512 465 200 125 2619 427 373 106 267 132 2192 135 2113 1994 1928 339 1589 119
internal_count=3756 1137 1076 370 313 706 101 113 605 93 512 465 200 125 2619 427 373 106 267 132 2192 135 2113 1994 1928 339 1589 119
is_linear=0
shrinkage=0.0995203


Tree=7263
num_leaves=18
num_cat=0
split_feature=9 9 26 26 18 6 26 6 26 9 9 19 26 4 4 1 11
split_gain=0.00134543 0.0155285 0.00314909 0.00904724 0.0027595 0.00199379 0.0014605 0.00286318 0.00188731 0.00206932 0.00112544 0.00109419 0.00106889 0.00191025 0.00262889 0.00156257 0.000949963
threshold=0.087885000000000019 0.087495000000000031 0.089005000000000015 0.090385000000000021 -0.0051099999999999991 -0.097850000000000006 0.087745000000000031 0.08785500000000003 0.087260000000000018 0.086555000000000021 0.088285000000000016 -0.050215000000000003 -0.23202999999999999 0.11670500000000002 0.10606500000000003 -0.083684999999999996 -0.37931999999999999
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 -6 8 -8 9 16 -2 -12 -13 14 15 -14 -1
right_child=10 -3 3 4 5 -7 7 -9 -10 -11 11 12 13 -15 -16 -17 -18
leaf_value=-0.00042839532998179664 -0.00041070717069610001 0.0014221192271905894 0.0014914015386685525 0.00065931541728592559 0.00022375552299719158 -0.00057112256727578144 0.00020913245199966814 -0.00080627593955777909 0.0005152224584697232 -0.0005583492421940686 -0.00041015665236978911 -0.00038231710339990514 0.00023958054244252786 0.00049120018885788464 -0.00071449052183176869 -3.0592979314409278e-05 2.5856386935300964e-05
leaf_weight=47 74 83 55 49 54 71 47 63 70 66 66 68 261 81 50 1117 1434
leaf_count=47 74 83 55 49 54 71 47 63 70 66 66 68 261 81 50 1117 1434
internal_value=0 8.86374e-05 3.16345e-05 0.000378539 2.20665e-05 -0.000221186 -1.38909e-05 -0.000364978 9.4863e-06 -1.28685e-05 -3.06795e-05 -1.3065e-05 3.03489e-06 2.09425e-05 -5.15853e-06 1.99852e-05 1.08878e-05
internal_weight=0 2039 1956 229 174 125 1727 110 1617 1547 1717 1643 1577 1509 1428 1378 1481
internal_count=3756 2039 1956 229 174 125 1727 110 1617 1547 1717 1643 1577 1509 1428 1378 1481
is_linear=0
shrinkage=0.0995203


Tree=7264
num_leaves=18
num_cat=0
split_feature=6 26 0 0 2 17 0 0 5 1 6 1 6 5 21 6 26
split_gain=0.00353899 0.0022574 0.0088285 0.00191112 0.00761545 0.00295257 0.00293855 0.00182785 0.00537595 0.00255311 0.00341886 0.00256635 0.00255968 0.00174145 0.00172275 0.00139368 0.00201314
threshold=0.18123500000000006 0.10144500000000002 -0.097180000000000002 -0.071484999999999993 -0.072895000000000001 -0.0064000000000000003 -0.074094999999999994 0.12433000000000002 0.23074000000000006 -0.44477499999999998 0.11884000000000002 -0.50388999999999995 0.11056500000000001 0.26760500000000004 -0.010234999999999999 0.092405000000000029 0.11215000000000001
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 -6 15 9 -9 11 12 13 14 -1 -11 16 -4
right_child=-2 2 3 4 5 -7 -8 8 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.00052969175661159173 0.00065541573286888744 0.0011617662824047908 -0.00069497727265498447 0.0010918837844853492 0.00030102854832613906 -0.00053853666751188447 -0.00084909201969667785 -0.00019792413851426268 0.0011910102100678194 0.00018157996406675106 0.00067649875383068406 -0.0010153058057503408 -0.00056543736294384665 0.0002842937129780089 -4.360841535675237e-05 0.00042700795219243891 0.00011678918554113859
leaf_weight=54 88 81 46 72 79 86 49 65 47 394 70 50 85 49 2289 57 85
leaf_count=54 88 81 46 72 79 86 49 65 47 394 70 50 85 49 2289 57 85
internal_value=0 1.62842e-05 0.000201255 3.53899e-05 0.000236636 -0.000131602 -0.000162402 -1.65357e-05 0.000377623 -3.15689e-05 -9.92452e-06 -0.000427701 -2.75792e-05 -0.000134508 -1.02343e-05 1.22211e-05 -0.00016201
internal_weight=0 3658 555 474 237 165 237 3103 112 2991 2838 153 2768 103 2683 188 131
internal_count=3746 3658 555 474 237 165 237 3103 112 2991 2838 153 2768 103 2683 188 131
is_linear=0
shrinkage=0.0995203


Tree=7265
num_leaves=11
num_cat=0
split_feature=18 6 39 6 0 17 1 10 2 7
split_gain=0.00897373 0.0107268 0.00191925 0.00170719 0.00154569 0.00409556 0.00216629 0.00177733 0.0012937 0.00110724
threshold=0.19545000000000004 0.041585000000000011 0.084550000000000028 0.18123500000000006 0.12433000000000002 -0.16855499999999998 0.51334500000000016 0.090860000000000024 0.013900000000000003 0.082295000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 9 -8 -1
right_child=1 -3 -4 -5 5 -7 8 -9 -10 -11
leaf_value=-5.105779487509554e-06 3.3607237859148886e-05 0.002010510618839213 -0.00055680525884130967 0.00050464099393385329 0.001081117961752214 -7.6020204160071018e-05 8.1702296451012242e-05 -0.0005184062086494559 0.00083749940161840695 -0.00039244883207782054
leaf_weight=3136 63 49 60 68 47 82 49 71 46 75
leaf_count=3136 63 49 60 68 47 82 49 71 46 75
internal_value=0 0.000905812 1.13514e-06 1.07309e-05 9.1781e-07 0.000339227 -1.17631e-05 -2.55605e-05 0.000456285 -1.4408e-05
internal_weight=0 112 3634 3574 3506 129 3377 3282 95 3211
internal_count=3746 112 3634 3574 3506 129 3377 3282 95 3211
is_linear=0
shrinkage=0.0995203


Tree=7266
num_leaves=11
num_cat=0
split_feature=18 6 9 6 18 6 17 10 2 23
split_gain=0.00728987 0.00868455 0.00177341 0.00190053 0.00436177 0.00257822 0.0020437 0.00146554 0.00136723 0.00108891
threshold=0.19545000000000004 0.041585000000000011 0.15321500000000005 0.11884000000000002 -0.06656999999999999 0.11481500000000001 -1.0000000180025095e-35 0.089800000000000033 0.50951500000000005 0.086650000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 7 -6 8 9 -1
right_child=1 -3 -4 4 6 -7 -8 -9 -10 -11
leaf_value=-6.2609111617650772e-06 3.026262447402845e-05 0.0018104244379663213 -0.00053994145841646435 0.00094019961448930402 0.00042948449829726754 -0.0006951157091047433 -0.00043548799066249152 0.00042263781360359499 0.0004999891988017041 -0.00044946330897824332
leaf_weight=3153 63 49 59 70 47 53 63 81 52 56
leaf_count=3153 63 49 59 70 47 53 63 81 52 56
internal_value=0 0.000816393 9.7732e-07 1.01334e-05 0.000325356 -6.33833e-06 -5.84668e-05 4.33989e-06 -5.79919e-06 -1.42503e-05
internal_weight=0 112 3634 3575 180 3395 110 3342 3261 3209
internal_count=3746 112 3634 3575 180 3395 110 3342 3261 3209
is_linear=0
shrinkage=0.0995203


Tree=7267
num_leaves=9
num_cat=0
split_feature=18 6 2 3 6 6 6 5
split_gain=0.00647694 0.00206219 0.00130677 0.00652384 0.00129806 0.0025365 0.00208586 0.0011363
threshold=0.26473000000000008 0.18123500000000006 -0.22383 0.11061500000000002 0.14653500000000005 0.11884000000000002 0.11481500000000001 -0.54885499999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4
right_child=-2 -3 4 -5 -6 -7 -8 -9
leaf_value=-0.00023938093130031817 0.00097140128679174529 0.00048936884436239034 -0.00044251319995008569 0.0012525532099947284 -0.00053783402723628934 0.00056925575720456669 -0.00063737215455543495 -5.0028786068830959e-06
leaf_weight=77 70 85 60 46 47 73 54 3234
leaf_count=77 70 85 60 46 47 73 54 3234
internal_value=0 4.74834e-06 -6.49481e-06 0.000311923 -1.80242e-05 -1.06434e-05 -2.35321e-05 -1.32206e-05
internal_weight=0 3676 3591 123 3468 3421 3348 3294
internal_count=3746 3676 3591 123 3468 3421 3348 3294
is_linear=0
shrinkage=0.0995203


Tree=7268
num_leaves=23
num_cat=0
split_feature=26 0 24 20 3 1 26 3 3 3 1 0 0 9 4 17 9 26 8 9 26 9
split_gain=0.00405219 0.0153426 0.00205051 0.00189527 0.00172734 0.00147593 0.0023 0.00256284 0.0025771 0.00642498 0.00397204 0.00224735 0.00273475 0.00305865 0.00678645 0.0022445 0.00152896 0.00320133 0.00163589 0.00134021 0.00679516 0.00347633
threshold=-0.126245 -0.060094999999999996 0.083550000000000027 -1.0000000180025095e-35 0.094685000000000033 -0.047239999999999997 0.088325000000000028 0.084465000000000026 0.091615000000000016 0.097255000000000022 -0.083284999999999984 -0.063914999999999986 -0.067345000000000002 0.11296000000000002 0.13809000000000002 0.10932500000000002 0.10153500000000003 0.091915000000000024 -0.076394999999999991 0.083715000000000026 0.083705000000000016 0.084235000000000018
decision_type=2 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 6 15 -8 10 -10 -9 12 13 14 -7 19 17 18 -13 20 -2 -21
right_child=2 -3 -4 -5 -6 11 7 8 9 -11 -12 16 -14 -15 -16 -17 -18 -19 -20 21 -22 -23
leaf_value=-0.00029011491161978395 4.8927212110583103e-06 0.0016976946329572522 -0.00056288286911041396 -0.00050792645026763309 0.00045725224973305249 3.5260708724487413e-05 -0.00090615243888880054 -0.00030848452057072426 -0.00069988862592309934 0.00010023705540228313 0.00032500630292112728 0 0.00077359230295282095 -0.00053753948534010856 0.0011640470772302722 0.00053549417993854385 -0.00061590504231792166 0.00060386652227024332 -0.00080981963641727948 0.00084520180974592934 -0.0013122147049716001 -2.84406081866673e-05
leaf_weight=51 240 64 75 67 74 1355 51 196 227 174 196 54 53 84 55 75 80 47 48 51 46 379
leaf_count=51 240 64 75 67 74 1355 51 196 227 174 196 54 53 84 55 75 80 47 48 51 46 379
internal_value=0 0.00036267 -4.73961e-05 -7.80744e-05 0.000145777 -3.58217e-05 -0.000104153 -0.000218494 -0.000173237 -0.00035066 6.17256e-06 2.66234e-05 7.01142e-05 4.46101e-05 7.9872e-05 1.68151e-05 -0.000263601 -6.89509e-05 -0.000387001 -3.63725e-05 -0.000204088 7.32737e-05
internal_weight=0 256 3486 192 125 3411 1635 844 793 401 392 1776 1547 1494 1410 791 229 149 102 716 286 430
internal_count=3742 256 3486 192 125 3411 1635 844 793 401 392 1776 1547 1494 1410 791 229 149 102 716 286 430
is_linear=0
shrinkage=0.0995203


Tree=7269
num_leaves=24
num_cat=0
split_feature=26 0 24 20 9 6 2 2 3 9 1 3 2 21 26 3 1 2 3 1 2 1 21
split_gain=0.00328029 0.0124461 0.001704 0.00153465 0.0014671 0.00119234 0.0032788 0.00365938 0.0036048 0.00707962 0.00407314 0.00320156 0.00379844 0.00144332 0.00222075 0.00166104 0.00234007 0.00245348 0.00227566 0.00649965 0.00212021 0.00135561 0.00126658
threshold=-0.126245 -0.060094999999999996 0.10415500000000003 -1.0000000180025095e-35 0.089435000000000028 0.089430000000000023 -0.085599999999999996 -0.070354999999999987 0.10871500000000002 0.091070000000000026 -0.057259999999999998 0.097255000000000022 -0.075429999999999983 0.12208500000000003 1.0000000180025095e-35 0.086895000000000014 -0.090374999999999997 -0.089054999999999995 0.087975000000000012 -0.0088199999999999997 -0.086934999999999998 -0.09225499999999999 -0.085574999999999998
decision_type=2 2 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 21 11 9 -9 -10 12 -8 15 -15 16 17 -2 19 -17 -18 -7 -20
right_child=2 -3 -4 -5 -6 6 7 8 10 -11 -12 -13 -14 14 -16 18 20 -19 22 -21 -22 -23 -24
leaf_value=0.00053807474009025225 0.00014170932899373325 0.0015287397881172239 -0.00064538241030292663 -0.00045737749898786613 -0.00014841143597872368 -1.1746133871339065e-05 -0.00036394019443770947 0.0012453159978482451 0.00017206154994623362 -0.00029435908017811356 -0.0010002702719420031 0.000322952321446558 -0.001226977240697041 -0.00068968952224387722 6.2802602387392964e-05 0.0008600783963245833 0.00042683557303720479 -0.00064520862355744871 0.00041457191135314738 -0.00039088031701145373 -8.3168716599727366e-05 0.0005401669642317562 1.0900947850456878e-05
leaf_weight=52 54 64 46 67 73 88 335 59 71 58 49 52 61 74 78 115 95 130 82 63 536 83 1357
leaf_count=52 54 64 46 67 73 88 335 59 71 58 49 52 61 74 78 115 95 130 82 63 536 83 1357
internal_value=0 0.000326259 -4.2673e-05 -7.03044e-05 0.000130618 -3.43756e-05 -0.000136177 -0.000234114 7.9263e-05 0.000475062 -0.000299819 -0.000401723 -0.00049895 -3.34895e-07 -0.000298157 1.79424e-05 -9.74666e-05 -0.000409816 7.6617e-05 0.000412724 -5.08781e-06 0.000251354 3.44726e-05
internal_weight=0 256 3486 192 125 3440 856 685 237 117 120 448 396 2584 152 2432 815 184 1617 178 631 171 1439
internal_count=3742 256 3486 192 125 3440 856 685 237 117 120 448 396 2584 152 2432 815 184 1617 178 631 171 1439
is_linear=0
shrinkage=0.0995203


Tree=7270
num_leaves=14
num_cat=0
split_feature=26 3 10 5 9 5 26 9 3 18 3 26 20
split_gain=0.00265466 0.0117725 0.00194101 0.00152333 0.00195697 0.00191026 0.00125174 0.00469282 0.00264952 0.00124339 0.00114552 0.00213783 0.00118564
threshold=-0.126245 0.086895000000000014 0.090150000000000022 0.51659500000000014 0.09550500000000002 0.51100000000000012 -0.23202999999999999 0.092605000000000021 0.10669500000000003 -0.25748499999999996 0.14530500000000005 0.095385000000000011 -0.24910499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 9 8 -8 -3 -2 12 -12 -11
right_child=2 6 -4 4 -6 -7 7 -9 -10 10 11 -13 -14
leaf_value=0.0017356481997627105 0.00046441000548349713 0.00025238705278365578 -0.00061000820863530976 0.00067901921087603723 -0.00011115860464328414 -0.00065276714634566666 -0.00036306829254970676 0.00096464181522169844 -0.00074536891105433511 0.00040263462745294043 -1.6833240121286369e-05 0.0007755301990682471 -6.1915013237959061e-05
leaf_weight=46 49 49 58 67 55 50 59 47 55 55 107 48 2997
leaf_count=46 49 49 58 67 55 50 59 47 55 55 107 48 2997
internal_value=0 0.000293471 -3.84028e-05 -2.84927e-05 0.000316082 -4.1456e-05 -1.8536e-05 0.000217911 -0.000267401 -3.18172e-05 -3.96543e-05 0.000223263 -5.32751e-05
internal_weight=0 256 3486 3428 122 3306 210 106 104 3256 3207 155 3052
internal_count=3742 256 3486 3428 122 3306 210 106 104 3256 3207 155 3052
is_linear=0
shrinkage=0.0995203


Tree=7271
num_leaves=24
num_cat=0
split_feature=2 2 9 10 5 24 17 17 2 18 2 6 17 18 8 8 0 6 2 5 0 4 2
split_gain=0.00191911 0.0180961 0.00184801 0.00265943 0.00188162 0.00177937 0.00166652 0.00226238 0.00222429 0.00566088 0.00200281 0.00193168 0.00142709 0.00370911 0.00175771 0.00234533 0.00530149 0.00190119 0.00296407 0.00220099 0.00165687 0.000766578 0.000489328
threshold=-0.122295 -0.14264999999999997 0.09550500000000002 0.09056500000000002 0.25032500000000008 0.094750000000000015 -0.0082649999999999998 -0.0065549999999999992 -0.086254999999999984 -0.010029999999999999 -0.083589999999999984 0.098855000000000012 -0.011809999999999999 -0.017129999999999996 -0.083390000000000006 -0.085764999999999994 -0.085245000000000001 -0.049005 -0.089549999999999991 -0.075744999999999993 -0.083694999999999992 0.079225000000000018 -0.15884499999999999
decision_type=2 2 2 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 21 6 12 -8 9 -9 -10 -12 14 -14 15 20 -17 18 -16 -19 -2 -1 -23
right_child=5 -3 3 -5 -6 -7 7 8 10 -11 11 -13 13 -15 17 16 -18 19 -20 -21 -22 22 -24
leaf_value=0.00023074719981803184 -0.00017534400297214545 0.0020252032508689764 -0.00090786416361766248 7.6261321581520534e-05 0.00066432566893275566 -0.00062121358534780529 0.00069714221682235574 0.00095752107689973704 -0.00048188359724800621 -0.00023981742751431342 6.8551069804391977e-05 -0.00025015056563647774 -0.0010718139778979475 4.3540497962171531e-05 -0.0006141914635485801 0.0012717175209287241 -3.3172900300187632e-05 -0.00089516415015758748 0.00013265580228171163 -0.00020036227883380209 0.00023931674253243156 0 -0.00044797710437750681
leaf_weight=55 296 47 53 53 46 51 51 81 86 74 1099 227 51 67 62 48 83 50 346 579 140 47 50
leaf_count=55 296 47 53 53 46 51 51 81 86 74 1099 227 51 67 62 48 83 50 346 579 140 47 50
internal_value=0 0.000207254 -7.11183e-05 -0.000408079 0.00010514 -3.7052e-05 -2.78871e-05 4.42891e-05 2.25188e-05 0.000380607 -1.621e-05 1.33747e-05 -9.61796e-05 -0.000431582 -7.0995e-05 6.89119e-05 0.000438706 -0.000148281 1.71578e-05 -0.000256894 -4.03185e-05 -5.87015e-05 -0.000231261
internal_weight=0 351 304 106 198 3391 3340 1618 1567 155 1412 1326 1722 118 1604 567 131 1037 408 629 436 152 97
internal_count=3742 351 304 106 198 3391 3340 1618 1567 155 1412 1326 1722 118 1604 567 131 1037 408 629 436 152 97
is_linear=0
shrinkage=0.0995203


Tree=7272
num_leaves=19
num_cat=0
split_feature=6 10 17 2 2 6 1 6 17 26 26 8 6 6 9 1 9 26
split_gain=0.0208212 0.00146568 0.00102694 0.00124303 0.00272985 0.0014052 0.00166341 0.00139437 0.00108763 0.00380501 0.00400501 0.00169061 0.00125493 0.00677221 0.00104774 0.00236212 0.0025986 0.000821801
threshold=0.23663500000000004 0.090150000000000022 -0.013125 -0.095204999999999998 -0.087444999999999995 -0.011749999999999998 -0.057259999999999998 -0.060679999999999998 -0.0073949999999999997 0.08919500000000001 0.086325000000000027 -0.49499500000000002 0.12080000000000003 0.11642500000000001 0.095415000000000014 -0.42149500000000001 0.088825000000000029 0.084435000000000024
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 17 7 -7 -6 9 10 -4 -10 13 -13 15 -1 -17 -5
right_child=-2 -3 8 4 5 6 -8 -9 11 -11 -12 12 -14 -15 -16 16 -18 -19
leaf_value=-0.00053051811494576255 -0.0020544355277605005 -0.00042871243372636161 0.00040124809668581728 -0.00083934879953313096 -3.9275061683031884e-05 -8.6848662024070566e-05 -0.00047433110939244485 0.00032551915028957134 -0.00047214560022676265 0.00097205663637262615 -0.00077158504649197117 1.0367081906844897e-05 -0.00035379379219708639 0.0012239449031328294 0.00044816616866301639 -4.0681953634146536e-05 0.0008257282555254662 -0.00030546670626210957
leaf_weight=60 51 89 77 58 489 521 142 131 70 53 46 1525 81 47 69 121 47 70
leaf_count=60 51 89 77 58 489 521 142 131 70 53 46 1525 81 47 69 121 47 70
internal_value=0 -2.93054e-05 -1.92234e-05 -7.53556e-05 -0.00011459 -7.01359e-05 -0.000171074 3.64821e-05 3.0832e-05 0.000266603 -3.07171e-05 6.27343e-06 2.70284e-05 4.71717e-05 0.000108284 1.83502e-06 0.000196834 -0.000553778
internal_weight=0 3696 3607 1708 1411 1283 663 620 1899 176 123 1723 1653 1572 297 228 168 128
internal_count=3747 3696 3607 1708 1411 1283 663 620 1899 176 123 1723 1653 1572 297 228 168 128
is_linear=0
shrinkage=0.0995203


Tree=7273
num_leaves=10
num_cat=0
split_feature=6 10 10 1 5 26 3 11 26
split_gain=0.0168811 0.00118773 0.00072127 0.00211178 0.00217151 0.000832307 0.00203062 0.00201405 0.00138772
threshold=0.23663500000000004 0.090150000000000022 0.086275000000000018 -0.50597999999999999 0.17982000000000006 -0.23202999999999999 0.10749000000000002 -0.37506 -0.13924499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 -7 -9
right_child=-2 -3 -4 5 -6 7 -8 8 -10
leaf_value=0.00010718013314384183 -0.0018499776926738814 -0.00038604697350125571 0.000307734892545554 0.00013839705599119883 -0.00070807979629793603 0.00064020882053139388 -0.00077538241617257494 -0.0003686994358048616 2.2956371939373675e-06
leaf_weight=49 51 89 66 48 87 48 46 103 3160
leaf_count=49 51 89 66 48 87 48 46 103 3160
internal_value=0 -2.64551e-05 -1.73554e-05 -2.36459e-05 -0.000408327 -8.04085e-06 -0.000300063 2.47903e-09 -9.16433e-06
internal_weight=0 3696 3607 3541 136 3405 94 3311 3263
internal_count=3747 3696 3607 3541 136 3405 94 3311 3263
is_linear=0
shrinkage=0.0995203


Tree=7274
num_leaves=25
num_cat=0
split_feature=20 17 2 8 2 8 9 17 18 20 5 9 2 17 8 0 21 21 17 21 9 9 9 5
split_gain=0.0142168 0.000935251 0.00137066 0.00497463 0.00931313 0.0050238 0.00349422 0.0045147 0.0026204 0.00494825 0.00234862 0.00220542 0.00500678 0.00261272 0.00230748 0.00107102 0.00104415 0.00104715 0.00397694 0.00131992 0.000964974 0.00240364 0.00210465 0.000550346
threshold=-0.41270499999999993 0.00079000000000000023 -0.072419999999999998 -0.078054999999999999 -0.076524999999999996 -0.081174999999999983 0.096385000000000012 0.060860000000000011 -0.011569999999999999 -0.014534999999999999 -0.034484999999999995 0.091750000000000012 -0.06717999999999999 0.25342000000000009 -0.051259999999999993 -0.14680499999999999 -0.091104999999999992 -0.079279999999999989 -0.015464999999999998 -0.032929999999999994 0.10312000000000003 0.11351500000000002 0.098720000000000016 -0.24120999999999998
decision_type=2 2 2 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 5 6 8 7 -5 9 -3 -10 13 -13 15 -14 -4 -2 18 -18 -19 22 -22 -21 -17
right_child=1 2 11 4 -6 -7 -8 -9 10 -11 -12 12 14 -15 -16 23 17 19 -20 20 21 -23 -24 -25
leaf_value=-0.0017483237322999392 -0.00041684490754132902 -0.00015517597897569106 -0.0004953956149409451 0.0011017905534649894 0.0016141843165229897 -0.0010190107771938432 -0.00049136047384580259 -0.00020010628910176843 1.2823260722819738e-05 0.00098799506321277614 -0.00076493010785176304 -0.0012003327124506158 0.00030617273265585304 0.00055126871830654223 -0.00056804820553887957 0.00029802285139928105 -0.00028807083447092348 -0.00046325863716375749 0.00091181948966015413 -4.905598336131141e-05 0.00047705148629110806 -0.00011600321085189661 -0.00058421407300761406 -0.00014214541616215429
leaf_weight=48 78 75 53 55 58 47 56 49 223 73 46 50 79 85 48 49 59 78 50 1972 115 161 76 64
leaf_count=48 78 75 53 55 58 47 56 49 223 73 46 50 79 85 48 49 59 78 50 1972 115 161 76 64
internal_value=0 -2.404e-05 5.20009e-05 0.000140069 0.000532483 -4.2533e-05 0.000135249 0.000480526 6.55626e-05 0.000403154 -0.000117132 -8.64198e-05 -0.000356471 0.000100753 -1.77957e-05 -0.000125001 -5.69577e-05 -4.54524e-05 0.000254827 -5.94195e-05 -4.55133e-05 0.000128137 -6.93151e-05 4.14796e-05
internal_weight=0 3699 1110 682 218 464 160 104 417 148 269 428 177 251 127 166 2589 2511 109 2402 2324 276 2048 113
internal_count=3747 3699 1110 682 218 464 160 104 417 148 269 428 177 251 127 166 2589 2511 109 2402 2324 276 2048 113
is_linear=0
shrinkage=0.0995203


Tree=7275
num_leaves=18
num_cat=0
split_feature=20 0 38 4 4 9 4 1 5 17 1 2 1 20 20 4 20
split_gain=0.0115256 0.000798577 0.001964 0.00150549 0.00124781 0.00200833 0.00265748 0.00177384 0.00114278 0.00123776 0.00160359 0.00628285 0.00191224 0.00115217 0.00132048 0.000818012 0.00149424
threshold=-0.41270499999999993 -0.0033699999999999997 -0.072014999999999996 0.11805500000000003 0.10724500000000002 0.095950000000000021 0.085065000000000016 -0.50388999999999995 -0.5087799999999999 -0.012064999999999999 -0.085574999999999998 -0.086304999999999993 -0.083284999999999984 0.10634000000000003 -0.058504999999999995 0.11394500000000003 -0.042414999999999994
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 5 6 -3 -8 15 13 11 -11 -12 14 -10 16 -4
right_child=1 3 8 -5 -6 -7 7 -9 9 10 12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0015743302588578363 0.00057298025847157396 -0.0004037143184768199 -0.00043701626747458928 -0.00054607483301260086 0.00037527039718560524 -0.00061230991315473727 0.00075962311126832752 -5.6868843002839679e-05 3.1231289618286804e-05 -0.00043808685144878682 -0.00043190074452020616 0.0010062141473797326 5.9510081257244908e-05 0.00036260735937514204 -0.00016188157313889973 -0.0005717325903664514 0.00022375485084179185
leaf_weight=48 57 81 69 79 54 68 53 49 579 50 83 72 1358 59 866 57 65
leaf_count=48 57 81 69 79 54 68 53 49 579 50 83 72 1358 59 866 57 65
internal_value=0 -2.17576e-05 -5.76301e-06 -0.000157704 -5.44258e-05 -0.000150132 1.71331e-05 0.000359361 -1.61396e-05 -1.16251e-06 6.05831e-05 0.000407578 3.06373e-05 -6.58746e-05 -8.39363e-05 -0.00025235 -0.000110384
internal_weight=0 3699 3315 384 305 251 183 102 3258 3067 1563 122 1441 1504 1445 191 134
internal_count=3747 3699 3315 384 305 251 183 102 3258 3067 1563 122 1441 1504 1445 191 134
is_linear=0
shrinkage=0.0995203


Tree=7276
num_leaves=31
num_cat=0
split_feature=3 9 5 20 9 6 17 9 26 0 0 26 17 8 9 3 8 6 0 26 26 5 17 9 26 6 3 0 8 5
split_gain=0.00887304 0.0159447 0.0402245 0.00240886 0.00210354 0.00500748 0.00268366 0.00220195 0.00188364 0.00398672 0.00436345 0.00244916 0.00167114 0.00391151 0.00459652 0.00357571 0.00296416 0.00214228 0.00318638 0.00298287 0.001575 0.00490359 0.00163878 0.00155236 0.0025038 0.00215756 0.00201267 0.00164298 0.00124304 0.000766629
threshold=0.087745000000000031 0.08735500000000003 -0.0081349999999999981 -0.24910499999999999 0.08938500000000002 0.10737000000000003 -0.55754499999999996 0.089935000000000029 0.086760000000000018 -0.087184999999999999 -0.086254999999999984 0.087865000000000013 -0.0044799999999999987 -0.086304999999999993 0.082690000000000027 0.086535000000000015 -0.094375000000000001 0.085120000000000015 -0.082284999999999983 0.084100000000000022 0.11575500000000001 -0.081415000000000001 -0.036600000000000001 0.087885000000000019 0.089880000000000029 0.086965000000000028 0.08802500000000002 -0.014889999999999999 -0.080445000000000003 -0.011204999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 28 -2 5 23 -6 -8 12 -10 -11 -12 15 16 -15 17 -14 19 -19 -1 22 -22 -9 26 25 -25 -5 -28 -3 -13
right_child=3 2 -4 4 6 -7 7 20 9 10 11 29 13 14 -16 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-2.4762459820711937e-05 0.00065928422630349721 5.777717607283984e-05 -0.0033950853836392722 0.00065084251998315809 0.00083105296044106922 -0.0010582185603267497 0.00065920853008170975 -0.00014269778708478163 0.00034701127526008294 -0.0013739384431124344 -0.00073351954137786178 0.00029330825706196882 0.00024073987374095279 8.5982094448666273e-05 0.0013642006263130924 -0.00076074715120945369 -0.00078886510603539588 5.3572557265633739e-05 -0.00097970320733197272 0.00075910927425100006 0.0010136622240621196 3.6594553901723034e-05 0.00012897210130276702 -0.0002021894053345571 0.00028010528695091957 -0.0010251329972133928 7.1401352891093967e-05 -0.000323345264932768 -0.00054972248419636431 -0.00025400650782846443
leaf_weight=186 67 82 54 53 54 46 69 378 68 47 70 53 62 70 48 72 49 76 47 64 69 201 524 107 63 47 793 120 54 48
leaf_count=186 67 82 54 53 54 46 69 378 68 47 70 53 62 70 48 72 49 76 47 64 69 201 524 107 63 47 793 120 54 48
internal_value=0 -0.000262829 -0.00109622 6.92388e-05 5.32516e-05 -3.94894e-05 0.000141898 0.000111251 -9.70338e-05 -0.00031109 -0.000520125 -0.000280663 -4.9882e-06 0.000212186 0.000612873 -0.000118587 -0.000206396 3.17427e-06 -0.000334601 0.000172634 7.82922e-05 0.000289322 1.42162e-05 0 -0.00024041 -0.000458664 5.41558e-05 1.86213e-05 -0.000177417 2.50931e-05
internal_weight=0 1150 190 2591 2524 1229 1295 1241 960 286 218 171 674 229 118 445 111 373 123 250 1172 270 902 1183 217 154 966 913 136 101
internal_count=3741 1150 190 2591 2524 1229 1295 1241 960 286 218 171 674 229 118 445 111 373 123 250 1172 270 902 1183 217 154 966 913 136 101
is_linear=0
shrinkage=0.0995203


Tree=7277
num_leaves=24
num_cat=0
split_feature=3 18 9 6 6 5 1 5 1 8 8 3 26 26 3 3 5 18 25 4 3 2 9
split_gain=0.00787057 0.0324048 0.0022645 0.00239196 0.00326593 0.00225617 0.00144233 0.00552432 0.004564 0.00164411 0.00504197 0.00207296 0.0012665 0.00316744 0.00130462 0.00151165 0.00150492 0.0024531 0.00119925 0.00138242 0.00138234 0.000943494 0.00138961
threshold=0.084855000000000028 -0.095799999999999982 0.08938500000000002 0.18123500000000006 0.10681500000000003 0.63223000000000018 -0.083284999999999984 -0.0091849999999999987 -0.080349999999999991 -0.081324999999999995 -0.079049999999999995 0.092200000000000018 0.087575000000000028 0.091195000000000012 0.084465000000000026 0.08400500000000001 -0.0089549999999999994 -0.0032949999999999998 0.085465000000000027 0.13881500000000005 0.15108000000000005 -0.081204999999999986 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 2 2
left_child=1 -1 3 4 18 6 7 -4 -8 11 -11 -10 14 -14 15 16 17 -3 19 20 -2 22 -9
right_child=2 12 5 -5 -6 -7 8 21 9 10 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0022951256719735847 -4.8754772918030591e-05 -0.00072576436847134604 -0.0010713709870105645 0.00065994121057822363 -0.00085196234493906153 0.0007830567284686223 0.0010453211215919606 -0.00033211447259951307 0.00036948528509855806 0.0010843563427048648 0.00010230050085758779 -0.00030688721356818158 -0.00082619298892086111 0.00021956023040503792 -0.00044155194571647907 0.00055656269449492015 0.00039128550037349969 3.7406491711732618e-05 0.0004389812345309402 -0.00050414648648615216 0.00046726195753711493 0.00048620207806989628 0.00037774536997410162
leaf_weight=75 1530 54 48 47 50 51 54 63 60 56 742 171 66 49 57 54 69 176 51 64 53 53 48
leaf_count=75 1530 54 48 47 50 51 54 63 60 56 742 171 66 49 57 54 69 176 51 64 53 53 48
internal_value=0 -0.000359682 3.35641e-05 -3.92588e-05 -5.85271e-05 0.000131288 0.000104987 -0.00013033 0.000151807 0.000104121 0.000172243 -0.000127662 -8.16308e-05 -0.000373493 0 7.15694e-05 -1.32836e-05 -0.000138214 -3.46812e-05 -4.98454e-05 -3.0961e-05 0.000140105 -1.7773e-05
internal_weight=0 600 3141 1795 1748 1346 1295 212 1083 1029 798 231 525 115 410 353 299 230 1698 1647 1583 164 111
internal_count=3741 600 3141 1795 1748 1346 1295 212 1083 1029 798 231 525 115 410 353 299 230 1698 1647 1583 164 111
is_linear=0
shrinkage=0.0995203


Tree=7278
num_leaves=27
num_cat=0
split_feature=3 18 20 9 17 1 0 3 1 9 17 1 18 18 5 9 17 1 3 5 18 5 8 5 3 0
split_gain=0.00638029 0.0262788 0.00185385 0.00209536 0.00195276 0.0020358 0.00571595 0.00531488 0.00365781 0.0031674 0.00158267 0.00517518 0.0013873 0.00238543 0.00431048 0.00142374 0.00154577 0.00117107 0.00332588 0.0025482 0.00451518 0.00288295 0.00103653 0.00133285 0.000725228 0.000665949
threshold=0.084855000000000028 -0.095799999999999982 -0.24910499999999999 0.08938500000000002 -0.55754499999999996 -0.083284999999999984 -0.078664999999999999 0.094525000000000012 -0.080349999999999991 0.089935000000000029 0.26430000000000003 -0.0084199999999999987 0.0048000000000000013 0.088635000000000019 -0.095169999999999991 0.088770000000000029 -0.14488499999999999 -0.088174999999999989 0.083875000000000019 -0.015214999999999999 -0.013025 -0.085034999999999986 -0.089044999999999999 -0.41397 1.0000000180025095e-35 -0.085054999999999992
decision_type=2 2 2 2 2 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 10 -5 6 -6 -8 -7 -10 12 -12 15 -14 -15 16 -4 18 25 21 -21 22 24 -24 -19 -3
right_child=2 17 3 4 5 8 7 -9 9 -11 11 -13 13 14 -16 -17 -18 19 -20 20 -22 -23 23 -25 -26 -27
leaf_value=-0.0020667141398880342 0.00053713523169750493 -0.00026333192122313895 -0.0001720521819551147 0.00069596950217258569 -0.0010467943869482286 0.00094129056389569783 0.00098336180327546294 -0.00031566928821814762 0.00081996865902564538 5.4496626908316229e-05 -0.0012317472116424343 0.00010720853592078378 -0.00065852597462407641 0.00072623472778750493 -0.0002419680982127592 -0.00043606243495943276 0.00010742860051954085 2.5930670671216924e-05 -0.0010134105607139527 -0.00015760887380115144 0.0010526939632797261 -0.00087164297126814821 -8.225567548203133e-05 0.00060467387480348444 -0.00049303619697460934 0.00025091130769558183
leaf_weight=75 70 47 246 55 57 54 48 88 57 962 46 73 85 56 241 63 940 49 46 65 56 46 63 48 52 53
leaf_count=75 70 47 246 55 57 54 48 88 57 962 46 73 85 56 241 63 940 49 46 65 56 46 63 48 52 53
internal_value=0 -0.000323751 3.03016e-05 1.84823e-05 0.000113296 8.73361e-05 -0.000208522 0.000136793 0.000141315 9.81184e-05 -5.26209e-05 -0.000403492 -2.6519e-05 -0.000192722 -5.66549e-05 2.3658e-05 4.87685e-05 -7.31965e-05 -0.000312981 1.70143e-05 0.000395766 -0.000157444 0 0.00020742 -0.000233155 1.03072e-06
internal_weight=0 600 3141 3071 1321 1266 193 136 1073 1019 1750 119 1631 382 297 1249 1186 525 146 379 121 258 212 111 101 100
internal_count=3741 600 3141 3071 1321 1266 193 136 1073 1019 1750 119 1631 382 297 1249 1186 525 146 379 121 258 212 111 101 100
is_linear=0
shrinkage=0.0995203


Tree=7279
num_leaves=30
num_cat=0
split_feature=3 9 0 9 3 18 8 1 9 2 9 9 3 2 3 9 2 3 1 26 9 0 26 0 20 18 21 20 19
split_gain=0.00521573 0.0284268 0.00223979 0.00174894 0.0036664 0.00256775 0.00477444 0.00190602 0.00172673 0.00179426 0.00273683 0.00576852 0.00348005 0.00421322 0.00347831 0.00269393 0.00255807 0.00191272 0.00155584 0.00249313 0.00124567 0.00537038 0.00341916 0.00144355 0.00121974 0.00192146 0.00149648 0.00139688 0.00105682
threshold=0.084550000000000028 0.08758500000000001 -0.14909499999999998 0.084715000000000026 0.084065000000000015 -0.0092699999999999987 -0.085764999999999994 -0.082849999999999993 0.092150000000000024 -0.076254999999999989 0.097990000000000022 0.096535000000000024 0.094285000000000022 -0.080644999999999994 0.11125500000000002 0.10312000000000003 -0.069459999999999994 0.11523000000000001 -0.071399999999999991 0.096980000000000025 0.11296000000000002 -0.077784999999999993 0.3159550000000001 -0.057604999999999996 -0.24910499999999999 0.22074500000000005 0.13276500000000005 0.12149000000000003 0.11028000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -7 24 10 11 12 13 -10 15 -12 18 -14 -11 -20 21 -18 23 -22 -2 26 27 28 -26
right_child=8 -3 3 -5 -6 7 -8 -9 9 16 14 -13 17 -15 -16 -17 20 -19 19 -21 22 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=0.00062638800475939011 0.00045872226440622202 -0.0020165863333170548 -0.00037907562428124149 0.00048578045811665963 -0.00089679611064104423 -0.00080216275210854833 0.00082542086116161608 -5.2033637669989858e-05 0.000120263794316083 -0.00079344662286628021 -0.00099090114671337233 0.0014087664001271359 -0.00019316253685031204 0.0013252360312831649 0.00043267612763666833 2.8415515143891775e-05 -0.00035269161019572303 0.00052641780924239721 0.00025822595591285674 -0.00054229745979783789 0.00058390708290042919 0.001056613012740977 -0.00069880063507126117 -6.051745238188618e-05 -8.0605378206725684e-06 -0.00066081952582744614 0.00039551657864878731 -0.00053562806444496804 -0.00033628107786281224
leaf_weight=50 50 82 56 47 56 49 76 115 65 46 48 50 144 54 78 52 46 49 79 74 72 62 48 62 1844 48 81 55 103
leaf_count=50 50 82 56 47 56 49 76 115 65 46 48 50 144 54 78 52 46 49 79 74 72 62 48 62 1844 48 81 55 103
internal_value=0 -0.000312682 0 -8.01846e-05 -0.000158079 -1.55565e-05 0.000308221 -0.000281149 2.39064e-05 0.000130305 0.000255401 0.000412803 0.000250569 0.000673937 -6.01106e-05 -0.00045267 -6.16435e-06 -6.22948e-06 -0.000282557 -0.000123605 0.000180675 0.000448774 1.70854e-05 0.000279631 -2.59171e-05 -3.76724e-05 -2.29198e-05 -4.02585e-05 -2.58445e-05
internal_weight=0 531 449 399 352 296 132 164 3210 1029 540 362 312 119 178 100 489 193 199 153 290 108 182 134 2181 2131 2083 2002 1947
internal_count=3741 531 449 399 352 296 132 164 3210 1029 540 362 312 119 178 100 489 193 199 153 290 108 182 134 2181 2131 2083 2002 1947
is_linear=0
shrinkage=0.0995203


Tree=7280
num_leaves=16
num_cat=0
split_feature=20 8 0 3 1 18 17 3 3 5 2 3 18 5 5
split_gain=0.00209131 0.0019264 0.00387787 0.00490762 0.00224208 0.00173168 0.00803763 0.00491339 0.00338868 0.00313313 0.00264838 0.00223689 0.00174283 0.001326 0.0011661
threshold=-0.41270499999999993 0.095985000000000015 -0.057604999999999996 0.11089500000000001 0.007210000000000002 -0.092864999999999989 -0.015464999999999998 0.08511500000000001 0.08785500000000003 0.26245000000000007 -0.08385999999999999 0.10426500000000002 -0.091229999999999992 0.19791500000000004 -0.50544999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 4 -4 -3 6 7 -2 -9 12 -10 -11 -7 14 -14
right_child=1 2 3 -5 -6 9 -8 8 10 11 -12 -13 13 -15 -16
leaf_value=0.00066146322597965702 0.00079128074168432084 -0.00023932544149066841 -6.0217797071438145e-05 -0.0012416320406474504 0.00060802942030354745 -0.00059627220164431421 0.0012816283048427786 -0.00076780235308438708 0.00045581993078890872 9.6638190599325716e-05 -0.00015362774443970577 0.0010129748593060888 -0.00022799036229224887 -0.00045340384087894309 1.1603423027215537e-05
leaf_weight=48 74 66 77 66 57 53 59 62 102 62 228 49 219 68 2440
leaf_count=48 74 66 77 66 57 53 59 62 102 62 228 49 219 68 2440
internal_value=0 6.78984e-08 -0.000257673 -0.000611211 0.000146696 2.03775e-05 0.000186731 4.63496e-05 -9.21869e-05 -9.54876e-06 3.22663e-05 0.000508522 -3.05288e-05 -1.92332e-05 -7.82208e-06
internal_weight=0 3682 266 143 123 3416 525 466 392 2891 330 111 2780 2727 2659
internal_count=3730 3682 266 143 123 3416 525 466 392 2891 330 111 2780 2727 2659
is_linear=0
shrinkage=0.0995203


Tree=7281
num_leaves=16
num_cat=0
split_feature=17 3 20 18 17 3 18 1 18 9 3 9 0 0 18
split_gain=0.00194037 0.0026226 0.00161692 0.00148184 0.00574736 0.00387862 0.00151354 0.00238078 0.00205009 0.00149846 0.00444035 0.00206198 0.00145535 0.00180467 0.00131802
threshold=-0.55380499999999999 0.10457000000000002 -0.41270499999999993 -0.090899999999999995 -0.0064000000000000003 0.08511500000000001 -0.087529999999999983 -0.010395 -0.085709999999999995 0.083760000000000015 0.090835000000000013 0.088215000000000016 -0.23099 -0.19631499999999999 -0.089024999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 7 14 -8 10 -7 -11 -10 -14 -5
right_child=2 -3 3 6 -6 9 8 -9 12 11 -12 -13 13 -15 -16
leaf_value=5.5896787515530931e-05 0.00059563414048816781 -0.00084506442302930622 0.00068895950757629062 -0.00021806167212785695 0.0010242319840306044 -0.0011083504483855844 0.00059108761766794209 0.00024967607913815219 -0.00040552349032553508 0.00043588587930594506 0.00010606503471769795 -0.00010139316407856958 0.00049284355232635693 -1.2311337356724851e-05 -0.00097129384616851733
leaf_weight=64 48 61 80 49 67 48 57 46 90 97 76 258 72 2567 50
leaf_count=64 48 61 80 49 67 48 57 46 90 97 76 258 72 2567 50
internal_value=0 -0.000377223 2.14821e-05 1.3504e-05 0.000152621 4.66876e-05 -1.59291e-05 -0.000329411 9.25407e-08 -5.88722e-05 -0.00035743 4.31067e-05 -1.19515e-05 1.16064e-06 -0.000606751
internal_weight=0 125 3605 3557 626 559 2931 145 2786 479 124 355 2729 2639 99
internal_count=3730 125 3605 3557 626 559 2931 145 2786 479 124 355 2729 2639 99
is_linear=0
shrinkage=0.0995203


Tree=7282
num_leaves=25
num_cat=0
split_feature=17 3 26 26 3 26 3 1 3 21 18 4 2 17 17 17 17 26 6 4 6 0 18 2
split_gain=0.00156799 0.00213215 0.00143179 0.00231763 0.00196065 0.00400845 0.00355219 0.00262278 0.00188942 0.00183374 0.00381271 0.00756357 0.00483884 0.00214966 0.002504 0.00273604 0.0048248 0.0018749 0.00231416 0.00332051 0.0020835 0.00140677 0.00139183 0.000577532
threshold=-0.55380499999999999 0.10457000000000002 0.088325000000000028 0.088875000000000023 0.08511500000000001 0.090020000000000031 0.090205000000000021 -0.083684999999999996 0.13451500000000002 0.087625000000000022 -0.096219999999999986 0.087155000000000024 -0.018864999999999996 -0.46515999999999996 -0.24445500000000001 -0.082354999999999998 -0.065004999999999993 0.087825000000000028 -0.086254999999999984 0.086380000000000026 -0.040424999999999996 -0.08317999999999999 -0.11533 -0.012154999999999999
decision_type=2 2 2 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 6 -6 21 -9 10 11 12 22 -11 -15 23 -17 18 19 -12 -20 -7 -2 -16
right_child=2 -3 3 4 5 7 -8 8 -10 13 17 -13 -14 14 15 16 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=5.0333843757462249e-05 0.00012040747686851341 -0.00076096349303303239 -0.00056612207781945754 -0.00052368794346050016 0.00012595819366722103 -0.00018529798172135941 0.0012050695171461317 -9.2898099670010449e-05 -0.00069294539178165306 0.0005497545591485679 0.00069385761186565719 -0.00045319354435899208 0.0017213064462786726 -0.00067211453772155546 0.00018284272195648178 -0.00099433463309507651 -2.7441619083671395e-05 0.00059452071799459213 -0.00068496304023014931 4.4921628843051266e-05 -9.1162304294064371e-06 0.00041863258549624806 0.00088908064213890129 0.00065777976871976064
leaf_weight=64 52 61 84 74 87 49 48 857 56 52 115 55 49 71 68 59 398 64 48 253 820 151 47 48
leaf_count=64 52 61 84 74 87 49 48 857 56 52 115 55 49 71 68 59 398 64 48 253 820 151 47 48
internal_value=0 -0.00033903 1.93668e-05 -5.87545e-05 -2.5897e-05 2.96347e-06 0.000515706 -5.84936e-05 -0.000130599 6.96883e-05 0.000131709 0.000533424 0.000905604 -6.30676e-05 -0.000113821 -4.32149e-05 -0.000154062 6.83497e-05 4.04423e-05 0.000249939 -4.74334e-05 0.000266576 0.000493602 0.000386426
internal_weight=0 125 3605 1406 1322 1248 135 1113 913 2199 1503 203 148 696 644 573 457 1300 1236 368 868 200 99 116
internal_count=3730 125 3605 1406 1322 1248 135 1113 913 2199 1503 203 148 696 644 573 457 1300 1236 368 868 200 99 116
is_linear=0
shrinkage=0.0995203


Tree=7283
num_leaves=10
num_cat=0
split_feature=20 6 2 7 1 3 6 5 5
split_gain=0.00136112 0.0029954 0.00146766 0.00123751 0.00102404 0.00202158 0.00100232 0.00279853 0.00099134
threshold=-0.24910499999999999 0.14653500000000005 -0.24151999999999998 -0.075879999999999989 -0.50763499999999995 0.091140000000000013 0.10009000000000003 -0.045014999999999993 -0.54885499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 8 -8 -6
right_child=1 -3 3 4 6 -7 7 -9 -10
leaf_value=0.0004205615027403949 -0.00040051634646139848 -0.00065660441866144761 0.00042883404006186947 0.00070637387890715034 -0.00044333171804325142 -0.00010731974897147113 0.00074673087122424252 1.196169559971885e-05 -8.4806526408087175e-06
leaf_weight=77 84 68 72 60 53 58 66 242 2950
leaf_count=77 84 68 72 60 53 58 66 242 2950
internal_value=0 -2.07886e-06 1.01078e-05 2.01938e-05 1.13747e-05 0.000299485 8.59514e-07 0.00017207 -1.6428e-05
internal_weight=0 3653 3585 3501 3429 118 3311 308 3003
internal_count=3730 3653 3585 3501 3429 118 3311 308 3003
is_linear=0
shrinkage=0.0995203


Tree=7284
num_leaves=25
num_cat=0
split_feature=10 3 18 3 26 3 1 2 9 5 18 27 9 9 18 9 1 9 17 5 17 20 2 26
split_gain=0.0371229 0.00347306 0.0185186 0.00330041 0.0217372 0.00292808 0.00312071 0.00573595 0.0014515 0.00175975 0.00669544 0.00150525 0.00105615 0.00343247 0.00206557 0.00321 0.00627064 0.00261791 0.00286884 0.00204551 0.00166112 0.000967501 0.000874046 0.00056708
threshold=0.096215000000000023 0.083955000000000016 -0.095364999999999991 0.085505000000000012 0.088115000000000013 0.08511500000000001 -0.084759999999999988 -0.086050000000000001 0.08401500000000002 -0.0091849999999999987 -0.0086449999999999982 0.076195000000000027 0.094375000000000028 0.093705000000000024 0.11362500000000002 0.095950000000000021 -0.057259999999999998 0.097365000000000021 0.053575000000000012 0.054660000000000007 -0.55286000000000002 -0.24910499999999999 -0.026175 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 2
left_child=1 2 -1 4 5 6 7 -3 9 10 -4 -10 13 20 15 16 -14 -16 -19 -17 -5 -22 -12 -8
right_child=-2 3 8 12 -6 -7 23 -9 11 -11 22 -13 14 -15 17 19 -18 18 -20 -21 21 -23 -24 -25
leaf_value=0.0019512896586752588 -0.0026568057233053504 -0.0001078094729849379 -0.001283190520246892 0.000469869055917332 -0.0023180798597099059 -0.00064603425190377039 5.0235307913254358e-05 0.0013770050316051121 0.00072212482248615252 0.00032345417359646737 0.00042027220043293454 -5.97493653412391e-05 0.0013380122556352612 -0.00085568047542459091 -0.00077120217921021657 0.00026035656286349361 -0.0001308641287994633 -0.00052902380475036768 0.0004427563661177238 -0.00015128256404789298 0.00039864824179832364 -4.7395914605037907e-05 -0.00010760189349530982 -0.00038830981357474602
leaf_weight=56 53 55 49 66 47 55 49 47 48 62 47 46 62 50 55 260 52 50 75 219 49 2058 88 63
leaf_count=56 53 55 49 66 47 55 49 47 48 62 47 46 62 50 55 260 52 50 75 219 49 2058 88 63
internal_value=0 -3.93521e-06 0.000274362 -3.74571e-05 -0.000343394 0 0.00016808 0.000568344 0 -0.000128942 -0.000285829 0.000330797 -4.91542e-06 -4.00185e-05 9.49752e-05 0.000185321 0.000660818 -0.000198115 4.74952e-05 7.04451e-05 -2.08736e-05 -3.66343e-05 7.01127e-05 -0.000189137
internal_weight=0 3708 396 3312 316 269 214 102 340 246 184 94 2996 2223 773 593 114 180 125 479 2173 2107 135 112
internal_count=3761 3708 396 3312 316 269 214 102 340 246 184 94 2996 2223 773 593 114 180 125 479 2173 2107 135 112
is_linear=0
shrinkage=0.0995203


Tree=7285
num_leaves=22
num_cat=0
split_feature=22 3 3 3 26 8 9 0 21 21 26 9 2 18 1 9 1 0 12 36 8
split_gain=0.0314525 0.00212995 0.0139673 0.00272029 0.0156669 0.00224678 0.00258011 0.00306912 0.00158145 0.0012988 0.00110811 0.000894774 0.00182689 0.0016293 0.00117299 0.00224554 0.00124012 0.000847853 0.000745835 0.000601447 0.00158565
threshold=0.13292500000000004 0.083955000000000016 0.08345000000000001 0.085845000000000019 0.088475000000000012 -0.088734999999999994 0.084535000000000013 -0.086025000000000004 -0.10223999999999998 0.086410000000000028 0.085945000000000021 0.11222500000000002 -0.063744999999999982 0.022040000000000008 0.10924000000000002 0.088995000000000019 0.078505000000000019 -0.087300000000000003 0.092405000000000029 0.089700000000000016 -0.01187
decision_type=2 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 17 7 -7 -5 18 -8 14 -13 -14 16 -16 -10 -3 19 20 -1
right_child=-2 3 -4 8 -6 6 10 -9 11 -11 -12 12 13 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.00031157038596592497 -0.002623833538630071 4.8163447345784818e-05 0.0015593583645992224 0.00050209917382004505 -0.002004620547335874 -0.0011032823027579668 -0.00012131276478049403 -0.00010286279610311914 -1.1685474458681274e-05 -0.00048003226031895967 0.00051833475100005908 0.00056603821028253622 0.00028318181370611548 -0.00037986171561229707 -4.5095425540756198e-05 -0.00060492456717143391 0.00043612720316645368 0.00065659342771277624 0.00040617674915806464 -0.00031312985945641645 -0.00027994983154486843
leaf_weight=106 46 49 64 61 46 52 61 78 2196 56 46 79 78 69 287 96 63 48 47 56 77
leaf_count=106 46 49 64 61 46 52 61 78 2196 56 46 79 78 69 287 96 63 48 47 56 77
internal_value=0 -5.20104e-06 0.000209665 -3.18115e-05 -0.000282334 -4.26813e-05 -0.000209997 -0.000509328 4.10982e-07 -4.0516e-05 0.000146025 -9.97409e-06 0.000179623 -2.24738e-05 -2.65023e-05 -0.000187556 4.4095e-07 0.000357682 4.26809e-05 -2.53764e-05 5.8206e-05
internal_weight=0 3715 406 3309 380 334 237 130 2929 342 107 2868 226 147 2642 383 2259 97 286 239 183
internal_count=3761 3715 406 3309 380 334 237 130 2929 342 107 2868 226 147 2642 383 2259 97 286 239 183
is_linear=0
shrinkage=0.0995203


Tree=7286
num_leaves=19
num_cat=0
split_feature=10 18 17 21 17 17 6 17 1 2 2 5 20 3 24 0 9 17
split_gain=0.030138 0.00233276 0.0160242 0.00219522 0.00144801 0.00172772 0.0014136 0.00288351 0.00178578 0.0013969 0.0129903 0.0139785 0.00124963 0.00240411 0.00139779 0.00120674 0.001183 0.00272727
threshold=0.096215000000000023 -0.093649999999999997 0.0036400000000000009 -0.10962999999999999 -0.55286000000000002 -0.53896499999999992 -0.070864999999999997 -0.46159 -0.0012649999999999998 -0.083974999999999994 -0.084869999999999987 -0.0093650000000000001 -0.094259999999999997 0.10850000000000003 0.10012000000000003 -0.071799999999999989 0.098465000000000011 -0.56005499999999986
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 8 -8 -7 10 16 -12 13 -11 15 -14 17 -5
right_child=-2 3 -4 9 5 6 7 -9 -10 12 11 -13 14 -15 -16 -17 -18 -19
leaf_value=0.0005296581522138997 -0.002390142473275624 0.00058186416351048821 0.0019650464054746519 -0.00076135902797509997 -0.00057112486232728781 9.0916054311867092e-05 0.00076998975468657539 3.1257372932223492e-06 -0.00074497144455327134 6.8813743986590291e-05 -0.0022854964287354995 2.1991621408609052e-05 -1.1438551974332553e-05 -0.00077397059116800649 -0.00051970145780536449 0.00017558452288900131 0.00035998535511576405 1.5017656926653348e-07
leaf_weight=52 53 56 46 50 51 53 59 287 46 74 55 48 1564 59 47 435 76 650
leaf_count=52 53 56 46 50 51 53 59 287 46 74 55 48 1564 59 47 435 76 650
internal_value=0 0 0.000180675 -3.45361e-05 2.93975e-05 -2.13988e-05 3.9764e-05 0.000136258 -0.000289207 -4.60917e-05 -0.000152015 -0.00120221 -2.98701e-06 -0.000298898 1.58486e-05 2.88498e-05 -1.15647e-05 -5.30739e-05
internal_weight=0 3708 594 3114 548 496 445 346 99 3058 879 103 2179 133 2046 1999 776 700
internal_count=3761 3708 594 3114 548 496 445 346 99 3058 879 103 2179 133 2046 1999 776 700
is_linear=0
shrinkage=0.0995203


Tree=7287
num_leaves=18
num_cat=0
split_feature=10 3 18 3 26 8 18 8 9 3 0 19 17 5 8 1 11
split_gain=0.0244398 0.00212842 0.0146029 0.00226354 0.0149266 0.0024952 0.00479823 0.00229939 0.00117234 0.00169558 0.000925908 0.000852847 0.000893137 0.000715377 0.00166872 0.000888071 0.000632644
threshold=0.096215000000000023 0.083955000000000016 -0.095364999999999991 0.085505000000000012 0.088115000000000013 -0.087544999999999998 -0.0019149999999999998 -0.081534999999999982 0.08401500000000002 0.081685000000000021 -0.092939999999999995 -1.0000000180025095e-35 -0.56368999999999991 0.22078000000000006 0.096835000000000018 -0.082489999999999994 -0.0074899999999999993
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 -3 -7 9 16 -10 -5 -13 15 -15 -14 -4
right_child=-2 3 8 11 -6 7 -8 -9 10 -11 -12 12 13 14 -16 -17 -18
leaf_value=0.0017074253946732483 -0.0021522750131538868 0.0011444307561353012 -0.00012658388580892468 0.00030238477565310793 -0.0019157649737954316 -0.00062088883361351144 -0.0001421334681959472 0.00015739675563825731 -1.8251394294716765e-05 -0.00048916231104820533 0.00059101281408918476 0.00033940624633751597 0.00012754438464388301 -4.3197658058032687e-05 -0.00056753023779926098 -2.6094010948439391e-05 0.00027153670029303093
leaf_weight=56 53 46 85 90 47 82 74 67 48 89 46 71 460 345 74 1956 72
leaf_count=56 53 46 85 90 47 82 74 67 48 89 46 71 460 345 74 1956 72
internal_value=0 0 0.000218089 -2.60386e-05 -0.000279375 3.49456e-06 0.000344228 -0.000265427 -2.48056e-05 -0.000141238 0.000271191 4.0853e-07 -8.6621e-06 -1.76679e-05 -0.000137754 2.8195e-06 5.07796e-05
internal_weight=0 3708 396 3312 316 269 120 149 340 246 94 2996 2906 2835 419 2416 157
internal_count=3761 3708 396 3312 316 269 120 149 340 246 94 2996 2906 2835 419 2416 157
is_linear=0
shrinkage=0.0995203


Tree=7288
num_leaves=8
num_cat=0
split_feature=22 19 10 21 10 26 8
split_gain=0.0230143 0.0114728 0.00328924 0.00273818 0.00275444 0.00158517 0.00173277
threshold=0.13264000000000004 0.14023500000000003 0.09056500000000002 0.15372000000000005 0.086165000000000019 -0.23202999999999999 0.14247500000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=-0.00043157245516970539 -0.0022150089440128007 0.0015867416164176296 0.00063617567977121274 -0.00071231631086912997 -0.00061620862071552112 1.5844916022763697e-05 0.00061270012858461527
leaf_weight=77 46 46 80 54 70 3326 49
leaf_count=77 46 46 80 54 70 3326 49
internal_value=0 2.47909e-05 4.91443e-06 -8.97884e-06 1.57245e-06 1.4337e-05 2.47529e-05
internal_weight=0 3702 3656 3576 3522 3452 3375
internal_count=3748 3702 3656 3576 3522 3452 3375
is_linear=0
shrinkage=0.0995203


Tree=7289
num_leaves=11
num_cat=0
split_feature=22 19 21 20 9 9 3 17 26 9
split_gain=0.0186615 0.00930279 0.00205383 0.00163362 0.00165625 0.00331229 0.0113474 0.0019404 0.00125532 0.00184299
threshold=0.13264000000000004 0.14023500000000003 0.15442000000000003 -0.240845 0.087635000000000032 0.085465000000000027 0.085505000000000012 -0.095109999999999986 -0.2382 0.15321500000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5 -6 -10
right_child=-2 -3 -4 4 8 6 -8 -9 9 -11
leaf_value=0.00047967178362876055 -0.0019945708485419648 0.0014288288058860606 -0.00061624587265652904 -0.0002025052966944529 0.00042950896459952492 0.0016536492264618728 0.00010282066140281913 6.3954519089528283e-05 -6.5642270443033235e-05 -0.00070728102690215719
leaf_weight=73 46 46 52 353 48 55 321 1160 1548 46
leaf_count=73 46 46 52 353 48 55 321 1160 1548 46
internal_value=0 2.23237e-05 4.40306e-06 1.35852e-05 3.71746e-06 6.74842e-05 0.000331848 1.24537e-06 -6.9143e-05 -8.46724e-05
internal_weight=0 3702 3656 3604 3531 1889 376 1513 1642 1594
internal_count=3748 3702 3656 3604 3531 1889 376 1513 1642 1594
is_linear=0
shrinkage=0.0995203


Tree=7290
num_leaves=20
num_cat=0
split_feature=27 17 2 5 0 5 5 2 3 21 29 3 3 9 29 2 2 1 21
split_gain=0.0184026 0.00304541 0.0109467 0.00171377 0.00489116 0.00462014 0.00854862 0.00329932 0.00416292 0.00224477 0.00182995 0.0027378 0.00248376 0.0024294 0.0010974 0.00108811 0.00241767 0.00143807 0.000624479
threshold=0.11410500000000003 0.51734000000000024 -0.07934999999999999 -0.0044999999999999997 -0.14795 -0.010074999999999999 -0.0091849999999999987 -0.084804999999999992 0.088285000000000016 0.13589500000000002 -0.011859999999999999 0.08400500000000001 0.084735000000000019 0.08401500000000002 -0.080055000000000001 0.096520000000000022 0.12875500000000004 -0.07002499999999999 0.084485000000000018
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 -5 10 -7 -8 -9 15 14 13 -13 -12 18 17 -17 -6 -1
right_child=-2 2 -4 4 9 6 7 8 -10 -11 11 12 -14 -15 -16 16 -18 -19 -20
leaf_value=0.00028704404789521305 -0.0016244140074967055 0.0016573122899671553 -0.00031787032690138372 -0.0010360080426598892 -0.00023184711799917969 0.0016967419795181446 0.00065100397256300608 -0.00066927214987002009 0.00055616205508026741 0.00047876187270602064 -0.00060924271340796515 0.00052358866519408424 -5.6043224014123883e-06 0.0001305775324366221 0.0005695584854502352 0.00063861229120603465 -0.00022062242644202675 2.5319088693104314e-06 -0.00015319544188738287
leaf_weight=75 68 49 63 51 496 46 86 67 46 77 134 93 1539 63 85 63 65 529 53
leaf_count=75 68 49 63 51 496 46 86 67 46 77 134 93 1539 63 85 63 65 529 53
internal_value=0 2.78098e-05 0.000538963 1.15352e-05 -8.03418e-05 6.33555e-05 0.000471826 0.000184566 -0.000163178 -4.0051e-05 1.39461e-05 -1.77828e-05 2.40503e-05 -0.000368495 0.000290241 -7.54085e-05 0.000195887 -0.000110086 9.83619e-05
internal_weight=0 3680 112 3568 1281 2287 245 199 113 1230 2042 1829 1632 197 213 1153 128 1025 128
internal_count=3748 3680 112 3568 1281 2287 245 199 113 1230 2042 1829 1632 197 213 1153 128 1025 128
is_linear=0
shrinkage=0.0995203


Tree=7291
num_leaves=14
num_cat=0
split_feature=22 17 2 18 21 9 9 9 9 9 0 4 0
split_gain=0.0153238 0.00235627 0.00898445 0.00169797 0.00279764 0.00173939 0.00143186 0.00290666 0.00710061 0.00152582 0.00135456 0.00108953 0.00105603
threshold=0.13264000000000004 0.51734000000000024 -0.07934999999999999 0.23251500000000005 0.092470000000000011 0.13087500000000005 0.087695000000000009 0.085465000000000027 0.085765000000000022 0.088035000000000016 -0.059114999999999994 0.11670500000000002 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 12 -9 -8 -7 -11 -1
right_child=-2 2 -4 4 -6 10 9 8 -10 11 -12 -13 -14
leaf_value=0.0001883380126408535 -0.0018071236204182915 0.0014656770857506625 -0.0003195114545678575 0.00011764707502691259 -0.00096625048822368857 7.7614518360991859e-05 -0.00056928489832230617 0.0013359340165034184 0.00012418426448305704 -6.3385747294464567e-05 0.00082484927893654997 0.00041718256747468681 -3.4482604619191993e-05
leaf_weight=252 46 50 62 46 46 56 58 57 314 1385 46 48 1282
leaf_count=252 46 50 62 46 46 56 58 57 314 1385 46 48 1282
internal_value=0 2.05237e-05 0.000470139 6.26869e-06 -0.000415404 1.7593e-05 5.18658e-06 6.25802e-05 0.000312563 -6.75943e-05 0.000422629 -4.67173e-05 1.58791e-06
internal_weight=0 3702 112 3590 92 3498 3396 1905 371 1491 102 1433 1534
internal_count=3748 3702 112 3590 92 3498 3396 1905 371 1491 102 1433 1534
is_linear=0
shrinkage=0.0995203


Tree=7292
num_leaves=18
num_cat=0
split_feature=27 22 17 8 9 9 0 9 9 8 5 8 8 6 0 5 1
split_gain=0.00275909 0.00230534 0.00205378 0.00177955 0.00250638 0.0049427 0.0070449 0.00266184 0.00253769 0.00220552 0.00137256 0.00445684 0.00237744 0.0013591 0.00245468 0.00193911 0.00112128
threshold=0.11726500000000002 0.13240000000000005 -0.56005499999999986 -0.083504999999999982 0.096535000000000024 0.098720000000000016 -0.072039999999999979 0.095415000000000014 0.10078500000000003 -0.073999999999999996 -0.012464999999999999 -0.084554999999999991 -0.086404999999999996 -0.0093650000000000001 -0.085794999999999996 -0.025879999999999997 -0.50158499999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 10 7 6 -6 9 -7 -5 13 12 -12 15 -15 -4 -1
right_child=-2 -3 3 4 5 8 -8 -9 -10 -11 11 -13 -14 14 -16 -17 -18
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leaf_weight=48 53 51 446 623 52 47 56 84 374 866 325 53 83 245 203 73 52
leaf_count=48 53 51 446 623 52 47 56 84 374 866 325 53 83 245 203 73 52
internal_value=0 -2.60598e-05 -3.56088e-05 -2.27659e-05 -8.11766e-05 0.000105324 0.000706418 -0.000144417 -4.69313e-05 -0.000113011 6.26407e-05 0.000203988 9.02655e-05 -3.89769e-06 -0.000131701 0.000104844 -0.000480775
internal_weight=0 3681 3630 3530 2102 529 108 1573 421 1489 1428 461 408 967 448 519 100
internal_count=3734 3681 3630 3530 2102 529 108 1573 421 1489 1428 461 408 967 448 519 100
is_linear=0
shrinkage=0.0995203


Tree=7293
num_leaves=9
num_cat=0
split_feature=10 29 5 24 12 17 17 19
split_gain=0.00365768 0.00297443 0.00285219 0.0016446 0.00164122 0.00178456 0.00239371 0.00172254
threshold=0.09056500000000002 -0.11156000000000001 0.63455500000000009 0.084270000000000025 -0.086019999999999999 0.057560000000000014 0.066010000000000027 0.10956000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -6
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=0.00070295449000797635 0.00062708124745451677 -0.00061243685499093585 -0.0007876267878152574 0.00044684003299785298 2.2271335910862688e-05 -0.00074851676643906614 -0.00010988910144058972 -0.00044369751551856122
leaf_weight=54 86 49 50 70 2559 64 721 81
leaf_count=54 86 49 50 70 2559 64 721 81
internal_value=0 -2.93458e-05 -4.05764e-05 -2.98057e-05 -3.96457e-05 -3.1212e-05 -0.000162998 7.66447e-06
internal_weight=0 3648 3594 3544 3474 3425 785 2640
internal_count=3734 3648 3594 3544 3474 3425 785 2640
is_linear=0
shrinkage=0.0995203


Tree=7294
num_leaves=18
num_cat=0
split_feature=10 17 4 1 8 6 3 3 6 21 0 6 5 5 6 1 17
split_gain=0.00296632 0.00283357 0.00231483 0.00207919 0.00132758 0.00220137 0.00548495 0.00903982 0.00434795 0.00159536 0.0015107 0.00139435 0.00125328 0.0043861 0.00241686 0.00123347 0.00120595
threshold=0.09056500000000002 -0.55380499999999999 0.15221500000000004 -0.49837999999999999 -0.083504999999999982 0.086420000000000011 0.08666500000000002 0.085355000000000028 0.089430000000000023 0.13276500000000005 -0.07298499999999998 -0.098424999999999999 -0.012464999999999999 -0.010424999999999999 0.091295000000000029 -0.090374999999999997 -0.000475
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 12 9 7 -7 -8 11 -11 -6 15 -14 -15 -3 -17
right_child=-2 2 -4 -5 5 6 8 -9 -10 10 -12 -13 13 14 -16 16 -18
leaf_value=-0.00011643773613015677 0.00056467407161969524 -0.00044053794283037558 0.00059161001401186351 -0.00099979003524487881 -0.00020577497210503827 -5.8823966114278477e-06 0.00080152719821143025 -0.001846227617213934 -0.00017209918347122684 0.00075857336754326884 0 3.4722419890417741e-05 0.0011017707202109791 -1.1069474207619732e-05 0.00070829014936777475 0.00016758287634855288 -7.3373305093913732e-05
leaf_weight=61 86 62 62 50 320 58 49 50 593 52 48 929 47 348 53 334 532
leaf_count=61 86 62 62 50 320 58 49 50 593 52 48 929 47 348 53 334 532
internal_value=0 -2.64476e-05 -1.06733e-05 -0.000521719 -2.16546e-05 -7.1627e-05 -0.000208335 -0.000865474 -9.6513e-05 3.77134e-06 0.000386784 -2.62388e-05 5.39801e-05 0.000190782 8.19666e-05 -1.11803e-05 1.86137e-05
internal_weight=0 3648 3537 111 3475 2099 750 108 642 1349 100 1249 1376 448 401 928 866
internal_count=3734 3648 3537 111 3475 2099 750 108 642 1349 100 1249 1376 448 401 928 866
is_linear=0
shrinkage=0.0995203


Tree=7295
num_leaves=25
num_cat=0
split_feature=29 21 3 20 8 20 21 18 1 20 20 1 3 20 0 1 8 2 1 1 2 17 17 18
split_gain=0.00264447 0.00150647 0.00141534 0.0018175 0.00123286 0.00160319 0.00170796 0.00220474 0.00315373 0.00214927 0.00144566 0.0030142 0.00654833 0.00147351 0.00143864 0.00128519 0.00353268 0.00437281 0.00238526 0.00179316 0.00165829 0.00158752 0.0012543 0.00114656
threshold=-0.11156000000000001 0.13276500000000005 0.12870500000000004 -0.00059999999999999995 -0.083504999999999982 -0.072324999999999987 0.11729000000000002 -0.099739999999999995 -0.01257 -0.076909999999999992 -0.01137 0.015980000000000005 0.10486500000000003 -0.0033999999999999998 -0.082404999999999992 -0.083284999999999984 -0.090440000000000006 -0.086304999999999993 -0.081224999999999992 -0.080085000000000003 -0.086304999999999993 -0.096019999999999994 -0.013885 -0.0095499999999999977
decision_type=2 2 2 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 15 6 7 8 -6 -9 11 -7 -13 -12 -15 16 21 -18 -17 -20 -21 -2 -23 -19
right_child=1 2 3 -5 5 10 -8 9 -10 -11 13 12 -14 14 -16 18 17 23 19 20 -22 22 -24 -25
leaf_value=0.00064353815232073125 0.00032230167045546745 0.00066429408554451283 0.00044682471516258119 -0.00040155684800838065 1.180008632042762e-05 5.5081428941226407e-05 0.00054186717370970094 1.9947768142937611e-05 -0.0010295656971132181 0.00074383119317378038 0.00044664709737115568 -0.0015767990429958905 0 -0.00030911947512090866 -6.1308465910224561e-05 -0.00055267369358456137 -3.0995495624620775e-05 0.0013481542477648404 0.00060912871688169595 0.00027801917086109248 -6.9072358191960649e-05 -0.00069823940255916116 -4.0892678742376947e-05 0.00060134554862868977
leaf_weight=60 60 59 53 47 73 78 63 372 46 46 46 50 55 313 948 77 73 47 49 165 781 48 79 46
leaf_count=60 60 59 53 47 73 78 63 372 46 46 46 50 55 313 948 77 73 47 49 165 781 48 79 46
internal_value=0 -2.22973e-05 0.000276742 3.98991e-05 -3.60571e-05 -8.48395e-05 5.15218e-05 -4.48034e-06 -0.000383866 0.000101568 -0.000140299 -0.000403817 -0.000752509 -0.000102777 -0.000123468 3.49159e-05 0.000199819 0.000534714 -1.86215e-05 2.18844e-05 -7.66777e-06 -9.30905e-05 -0.000295785 0.000987568
internal_weight=0 3674 159 100 3515 2090 600 537 119 418 1490 183 105 1307 1261 1425 353 166 1072 995 946 187 127 93
internal_count=3734 3674 159 100 3515 2090 600 537 119 418 1490 183 105 1307 1261 1425 353 166 1072 995 946 187 127 93
is_linear=0
shrinkage=0.0995203


Tree=7296
num_leaves=23
num_cat=0
split_feature=21 0 5 3 3 5 2 0 10 0 9 8 8 18 3 8 18 10 8 9 8 18
split_gain=0.0030216 0.00758632 0.00181165 0.00378847 0.0080784 0.00158907 0.00127991 0.00466398 0.00121951 0.00118096 0.00111768 0.000942547 0.00252722 0.00681562 0.00302941 0.00299337 0.00208998 0.00100672 0.00104403 0.00253753 0.0013178 0.000551446
threshold=-0.0092899999999999996 -0.079805000000000001 -0.01504 0.087570000000000023 0.09049500000000002 -0.0038499999999999997 0.13398000000000002 -0.14028499999999997 0.09056500000000002 1.0000000180025095e-35 0.088035000000000016 -0.083849999999999994 -0.085764999999999994 -0.011569999999999999 0.084895000000000012 -0.086404999999999996 -0.015069999999999998 0.084475000000000022 -0.082419999999999993 0.08648500000000002 -0.081174999999999983 0.09365500000000003
decision_type=2 2 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 -4 8 -8 11 21 -6 12 15 -14 -15 16 -2 18 19 -13 -20 -9
right_child=6 -3 5 4 10 -7 7 9 -10 -11 -12 17 13 14 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=-0.00044084418740081012 0.00042908318452869807 0.001153697739710664 -0.00057398931911170365 0.0015825881641083604 0.00034441731242923669 0.00011263611154923325 -0.00093492533438866939 3.4735896241987497e-05 0.00041839335390510507 -0.00033497079127922083 -0.00019369989592052058 -0.00086707386632993585 0.001295985348496749 -0.00060521154034526455 0.00046108098010804415 -0.0006733287337329668 -1.5639588219858665e-06 -0.00042365967237076812 0.00030191519730913196 7.1593459410665276e-05 -1.8001527167789882e-05 0.00047754807737400678
leaf_weight=60 135 81 62 48 83 69 65 73 76 54 69 47 60 49 57 57 623 61 138 69 1663 50
leaf_count=60 135 81 62 48 83 69 65 73 76 54 69 47 60 49 57 57 623 61 138 69 1663 50
internal_value=0 0.000276206 9.23296e-05 0.000245832 0.000455928 -0.000206083 6.5802e-06 -0.000213334 2.43851e-05 4.70322e-05 9.47547e-05 1.39886e-05 9.39235e-05 0.000448105 -2.4105e-05 2.0779e-05 7.40545e-05 -2.52417e-05 -1.21368e-05 -0.000301672 6.05727e-06 0.000221396
internal_weight=0 472 391 260 200 131 3277 242 3035 177 152 2959 981 166 106 815 758 1978 1917 116 1801 123
internal_count=3749 472 391 260 200 131 3277 242 3035 177 152 2959 981 166 106 815 758 1978 1917 116 1801 123
is_linear=0
shrinkage=0.0995203


Tree=7297
num_leaves=35
num_cat=0
split_feature=17 5 2 26 0 0 3 8 0 5 18 3 6 21 26 3 26 3 3 0 3 29 6 20 3 2 18 0 2 20 1 2 0 0
split_gain=0.00364829 0.011265 0.00171536 0.00174282 0.00182807 0.00570848 0.00606719 0.00227156 0.00303221 0.00209646 0.00173207 0.00218656 0.00491421 0.002431 0.00165151 0.00184539 0.0037331 0.00461912 0.00171239 0.00301623 0.00192244 0.00157027 0.00168308 0.00271546 0.00129417 0.00182777 0.00146429 0.00123036 0.00119379 0.00154927 0.00148409 0.00109644 0.00109378 0.00105956
threshold=0.51544000000000012 -0.039649999999999998 -0.084114999999999981 -0.047160000000000001 -0.085605000000000001 -0.087504999999999986 0.084290000000000018 -0.085289999999999991 -0.084759999999999988 -0.018754999999999997 0.11061000000000003 0.10871500000000002 0.095080000000000012 0.14495000000000005 -0.054024999999999997 0.11360500000000003 0.094605000000000022 0.12212000000000002 0.10726500000000001 -0.075709999999999986 0.10377500000000002 -0.081409999999999996 -0.10032499999999998 -0.070634999999999989 0.086605000000000029 -0.097214999999999996 -0.010395 -0.083390000000000006 -0.095204999999999998 -0.079725000000000004 -0.10241499999999999 -0.065999999999999989 -0.093765000000000001 -0.054850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 28 5 24 -7 -6 -9 -10 14 12 27 -13 21 18 17 -17 20 -20 -16 32 -23 -24 26 -26 -5 -12 29 -1 -31 -18 -4 -34
right_child=1 -3 10 4 7 6 -8 8 9 -11 11 13 -14 -15 15 16 31 -19 19 -21 -22 22 23 -25 25 -27 -28 -29 -30 30 -32 -33 33 -35
leaf_value=0.00034673890686071806 -0.00014277400969394242 0.0017860442614973683 0.00026184401502480113 -0.00036810741968637344 -0.00041551716497869267 0.00022184639887529026 0.0018261921584856687 0.0008876718614744748 0.00056989939762084729 -2.6435482748995093e-05 0.0002804649925905317 0.00017448014632409395 0.0010849968450219868 -0.00070810424312818001 -5.0614638004401982e-05 -0.0010435064363534859 0.00046214233627925598 -0.00013951674612757372 0.00088102832163530266 -0.00014916111119792072 -0.00058862965107769883 -8.7547477227832021e-05 0.0011139217542135873 0.00012384463291087431 -1.480490063924617e-06 0.00077757573493410443 0.00029718663692892639 -0.00033020130504764884 -0.00048863681847773782 0.00012452395691126293 -0.00061026007428330103 -0.00010327893669810894 -0.00059283892364394826 2.8531123048515569e-05
leaf_weight=79 81 47 58 81 81 49 47 50 69 367 84 88 67 47 1230 103 52 128 52 59 70 55 51 64 62 54 54 53 63 53 53 94 52 52
leaf_count=79 81 47 58 81 81 49 47 50 69 367 84 88 67 47 1230 103 52 128 52 59 70 55 51 64 62 54 54 53 63 53 53 94 52 52
internal_value=0 0.000559069 1.79977e-05 0.000117781 0.000181616 0.000362101 0.00101584 6.97167e-05 0.000152273 6.60611e-05 -2.88218e-05 0.000179429 0.000386045 -0.000126726 -6.25085e-05 -0.000100626 -0.000296644 -0.000546138 -4.76724e-05 0.000326075 -8.02144e-05 0.000140309 0.000352476 0.000570041 0.000108805 0.000354127 -9.59259e-05 3.82464e-05 -0.000114182 8.91001e-06 -0.000235145 9.2497e-05 -7.72828e-05 -0.000274283
internal_weight=0 128 3621 1162 914 347 96 567 486 436 2459 339 204 135 2120 1788 377 231 1411 111 1300 332 170 115 251 116 135 137 248 185 106 146 162 104
internal_count=3749 128 3621 1162 914 347 96 567 486 436 2459 339 204 135 2120 1788 377 231 1411 111 1300 332 170 115 251 116 135 137 248 185 106 146 162 104
is_linear=0
shrinkage=0.0995203


Tree=7298
num_leaves=16
num_cat=0
split_feature=19 10 2 3 8 6 8 9 9 9 3 3 17 8 3
split_gain=0.0105468 0.00130758 0.00101957 0.00279342 0.00385919 0.00124104 0.00105324 0.00161852 0.00374638 0.00259647 0.00124807 0.00510706 0.00334498 0.000943397 0.00152227
threshold=0.14071500000000006 0.09056500000000002 0.12875500000000004 0.12212000000000002 -0.47145500000000001 0.17176000000000005 -0.083849999999999994 0.084055000000000032 0.083875000000000019 0.084515000000000021 0.11089500000000001 0.10871500000000002 -0.53299999999999992 -0.49499500000000002 0.15108000000000005
decision_type=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 -1 -9 11 -8 -12 -5 -15
right_child=-2 -3 3 13 -6 -7 10 9 -10 -11 12 -13 -14 14 -16
leaf_value=0.00013408016097367448 0.0015146401964920753 0.00039538073693564616 4.9066770724009849e-05 -0.00026495643693104571 -0.00107833326133396 0.00039787229638953863 -2.5755758752397436e-05 -0.00051216929194700068 0.0010930670187603751 6.9469043209496699e-05 -0.00095115642047578547 0.00094075771744295776 -7.9521362350028712e-05 0.00059047476548187473 -0.00015675522628306855
leaf_weight=310 47 87 55 48 63 84 1627 85 47 716 50 56 367 61 46
leaf_count=310 47 87 55 48 63 84 1627 85 47 716 50 56 367 61 46
internal_value=0 1.40069e-05 4.60214e-06 -0.000180022 -0.000545913 1.99286e-05 9.93293e-06 8.63239e-05 0.000262627 6.72509e-06 -3.18014e-05 5.91755e-06 -0.000185997 9.32456e-05 0.000261585
internal_weight=0 3702 3615 273 118 3342 3258 1158 357 801 2100 1683 417 155 107
internal_count=3749 3702 3615 273 118 3342 3258 1158 357 801 2100 1683 417 155 107
is_linear=0
shrinkage=0.0995203


Tree=7299
num_leaves=20
num_cat=0
split_feature=19 10 3 26 8 3 8 26 26 5 26 1 5 9 4 3 20 4 3
split_gain=0.00855154 0.0010602 0.000781171 0.00149278 0.00373521 0.00625523 0.00355498 0.00141281 0.00244018 0.0030352 0.00216637 0.00177726 0.0011652 0.00142548 0.00232061 0.00638678 0.00270008 0.00138199 0.00185065
threshold=0.14071500000000006 0.09056500000000002 0.091225000000000014 0.089880000000000029 -0.049499999999999995 0.089655000000000026 -0.083294999999999994 0.088685000000000028 0.087865000000000013 -0.010264999999999998 0.087435000000000027 -0.081224999999999992 -0.54165499999999989 -0.063329999999999984 0.10845500000000002 0.12168500000000003 -0.240845 0.13584500000000002 0.13640000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -5 8 10 -10 -1 -9 -4 17 16 -16 -15 18 -14
right_child=-2 -3 12 4 -6 -7 -8 11 9 -11 -12 -13 13 14 15 -17 -18 -19 -20
leaf_value=3.3570996833681313e-05 0.0013639029922225413 0.00035603224788142399 0.00038926474538892263 0.00046968759819998569 -0.00058492665885980519 0.0011539709179460623 -0.0003093999129010922 -0.00062248799201905275 0.0010167346986458545 -6.1698299252127274e-05 -0.00050292487930101034 0.00012348569362084696 0.00020749047775676412 0.00070370592666209114 -0.0012282949627829248 -1.4909969997480427e-05 -7.1048883682825456e-05 0.00057551576928048162 -0.00050389767167395778
leaf_weight=1090 47 87 60 124 47 75 108 75 54 47 80 52 146 46 64 135 1303 61 48
leaf_count=1090 47 87 60 124 47 75 108 75 54 47 80 52 146 46 64 135 1303 61 48
internal_value=0 1.26129e-05 4.1216e-06 5.20323e-05 0.000234643 0.000362782 0.00010348 5.20621e-06 3.74065e-05 0.000506785 -2.41282e-06 -0.000310604 -4.04951e-05 -5.52507e-05 -9.15043e-05 -0.000409258 -4.40234e-05 0.00016162 2.72571e-05
internal_weight=0 3702 3615 1752 354 307 232 1398 1271 101 1170 127 1863 1803 1548 199 1349 255 194
internal_count=3749 3702 3615 1752 354 307 232 1398 1271 101 1170 127 1863 1803 1548 199 1349 255 194
is_linear=0
shrinkage=0.0995203


Tree=7300
num_leaves=23
num_cat=0
split_feature=22 19 3 17 1 9 9 17 9 9 8 17 5 0 8 5 21 8 2 2 9 5
split_gain=0.0452933 0.0021607 0.00214785 0.00313715 0.0145187 0.00267876 0.00600209 0.00233935 0.00485394 0.00214109 0.00182535 0.00177635 0.00179346 0.00325967 0.00255566 0.00174717 0.00171505 0.00392066 0.00325482 0.00162011 0.00147592 0.000551926
threshold=0.13264000000000004 0.12477000000000003 0.11125500000000002 -0.0038549999999999999 0.054560000000000004 0.091405000000000028 0.092605000000000021 -0.45791500000000002 0.093825000000000033 0.08846500000000003 -1.0000000180025095e-35 0.057560000000000014 -0.014739999999999998 -0.085794999999999996 -0.079219999999999999 -0.018754999999999997 0.13042000000000004 -0.049139999999999996 -0.035314999999999992 -0.079739999999999991 -0.093949999999999992 -0.040404999999999996
decision_type=2 2 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 9 -7 8 -4 -1 21 15 13 -13 -14 19 17 20 -19 -5 -9 -3
right_child=-2 10 7 11 -6 6 -8 16 -10 -11 -12 12 14 -15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=-8.3004594411327864e-05 0.0030349678131574766 2.253044583366299e-05 0.0013319833672277 -9.9784694959648482e-05 -0.0017915178616742823 -0.0011095037393258503 -0.00011470727658433791 0.00052987585377870287 6.4717014732613903e-05 0.00030419425249477426 -0.00093889303518843766 8.2727114009452957e-05 0.00078571815083067589 -0.00044981868305295778 -6.036381220187551e-05 0.00060058898922415419 0.00044700675520432221 -2.9121300675356877e-05 -0.00094851560115907188 0.00026718747303324008 3.8181850782833397e-05 -0.00042856282315806293
leaf_weight=1093 48 57 46 205 52 79 261 81 90 162 46 247 54 208 98 86 87 88 70 277 256 46
leaf_count=1093 48 57 46 205 52 79 261 81 90 162 46 247 54 208 98 86 87 88 70 277 256 46
internal_value=0 -4.19306e-05 -2.60577e-05 -6.53513e-05 -0.000154117 -0.000100221 -0.000348259 0.00012724 0.000499371 -3.23712e-05 -0.000413549 5.83746e-05 -5.89735e-05 -0.000158923 0.000234832 0.000185221 3.88751e-05 -3.12034e-05 -0.000441629 0.000109412 0.000158793 -0.000170981
internal_weight=0 3689 3540 2822 1647 1595 340 718 136 1255 149 1175 607 455 152 568 582 495 158 482 337 103
internal_count=3737 3689 3540 2822 1647 1595 340 718 136 1255 149 1175 607 455 152 568 582 495 158 482 337 103
is_linear=0
shrinkage=0.0995203


Tree=7301
num_leaves=23
num_cat=0
split_feature=10 2 2 2 3 9 2 17 5 9 6 0 3 17 21 8 8 19 4 3 9 4
split_gain=0.0269318 0.00228179 0.0148336 0.00251151 0.00610747 0.00189526 0.00489866 0.00515388 0.0133378 0.00426728 0.00329255 0.00265207 0.00166847 0.00209759 0.00199077 0.00198833 0.00342404 0.00130329 0.000961405 0.00249452 0.00102768 0.000877985
threshold=0.096215000000000023 -0.10165999999999999 -0.122295 -0.095649999999999999 0.091615000000000016 0.089255000000000015 -0.079739999999999991 -0.012754999999999999 -0.068984999999999991 0.09055500000000001 0.091495000000000007 -0.09937 0.087570000000000023 0.23832000000000006 -0.0092899999999999996 -0.08595499999999999 -0.087129999999999999 0.10395500000000002 0.10386500000000003 0.11061500000000002 0.094085000000000016 0.079225000000000018
decision_type=2 2 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 12 7 10 -9 -8 -7 -11 13 14 -5 16 -14 -17 20 -20 21 -1
right_child=-2 3 -4 5 -6 6 9 8 -10 11 -12 -13 15 -15 -16 17 -18 -19 19 -21 -22 -23
leaf_value=0.00024625885683051665 0.0022468915480850864 -0.0001412399230458903 -0.0015855176204487807 -0.00048756081305155718 0.0013387490710744638 9.2299473481587384e-05 -0.00081552951336163993 -1.0272618269385922e-05 -0.0023028950743443914 0.00066106971426238223 -0.00077026817362806229 4.0052523935833922e-06 0.00017429322601473921 -0.00070096144991610334 1.9024638508869414e-05 5.4358349958054801e-05 0.0010335027995951995 -0.00040349949194553659 -0.00072214069008881326 0.0002748839901998085 0.00049819045361340782 -0.00021406707079075485
leaf_weight=80 52 67 69 85 46 140 59 57 46 67 63 691 383 49 779 643 53 68 51 47 58 84
leaf_count=80 52 67 69 85 46 140 59 57 46 67 63 691 383 49 779 643 53 68 51 47 58 84
internal_value=0 -3.38844e-05 -0.000261896 -6.7257e-06 0.000453989 -2.33388e-05 -0.000127498 -0.000467132 -0.00104211 0 -0.000171361 6.31635e-05 3.3046e-05 -6.67795e-05 -2.98656e-05 0.00011322 0.000280616 9.41745e-06 2.09516e-05 -0.000235623 0.000137902 5.49055e-06
internal_weight=0 3685 389 3296 113 3183 1123 306 103 817 203 758 2060 913 864 1147 436 711 320 98 222 164
internal_count=3737 3685 389 3296 113 3183 1123 306 103 817 203 758 2060 913 864 1147 436 711 320 98 222 164
is_linear=0
shrinkage=0.0995203


Tree=7302
num_leaves=20
num_cat=0
split_feature=27 27 27 26 2 9 3 2 3 24 4 0 4 4 3 6 29 26 3
split_gain=0.021984 0.00227953 0.0149712 0.0015981 0.00979351 0.00185317 0.00630594 0.00535324 0.00526591 0.00140088 0.0015807 0.00484936 0.0025277 0.00295809 0.00236665 0.000549108 0.00104469 0.000899456 0.000618639
threshold=0.11470500000000003 1.0000000180025095e-35 0.08043500000000002 0.10725000000000003 -0.080644999999999994 0.11296000000000002 0.11816500000000002 -0.0023849999999999995 0.09940000000000003 0.083550000000000027 0.10755500000000003 -0.14795 0.10386500000000003 0.10054500000000002 0.11896500000000003 -0.42102499999999998 -0.081409999999999996 -0.079559999999999992 0.10174000000000002
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 9 -5 7 -7 8 -6 10 12 -12 13 -1 -13 -4 -17 -18 -19
right_child=-2 2 15 4 5 6 -8 -9 -10 -11 11 14 -14 -15 -16 16 17 18 -20
leaf_value=5.8342640760781573e-06 0.0018266985321097992 -0.0019080804467126301 0.00021829390711583684 -0.0012202031566314517 0.00030086210556706859 0.00026413959028415894 -0.0011831707724633597 0.0011284742481320598 -0.00093443946131979922 -0.00044135757571977597 0.00099196712066773563 0.00032359126413265159 -0.00056128289456118985 0.00080346229472803008 -0.00032964679196662375 -0.00041377460438854371 0.000371843580219975 0.00015216999354827378 -0.0003140981856395272
leaf_weight=2421 64 48 73 75 118 80 47 49 48 64 67 120 76 47 101 71 55 46 67
leaf_count=2421 64 48 73 75 118 80 47 49 48 64 67 120 76 47 101 71 55 46 67
internal_value=0 -3.37747e-05 -0.000271681 -7.67597e-06 -0.000190002 3.35263e-05 -0.000265034 0.000213692 -5.14022e-05 1.82947e-05 2.89714e-05 0.000249995 3.62814e-06 2.13558e-05 2.13484e-05 -1.73034e-05 -9.26893e-05 3.81348e-05 -0.000117045
internal_weight=0 3673 360 3313 417 342 127 215 166 2896 2832 288 2544 2468 221 312 239 168 113
internal_count=3737 3673 360 3313 417 342 127 215 166 2896 2832 288 2544 2468 221 312 239 168 113
is_linear=0
shrinkage=0.0995203


Tree=7303
num_leaves=21
num_cat=0
split_feature=22 27 18 26 2 2 8 8 24 3 2 3 8 0 2 2 27 8 17 3
split_gain=0.0361985 0.0016721 0.0146267 0.00132383 0.00781352 0.00165404 0.00201749 0.00696181 0.00149111 0.00117105 0.00315211 0.0030834 0.00216913 0.00145979 0.000649954 0.00224143 0.00151928 0.00117135 0.00128006 0.000718514
threshold=0.13264000000000004 1.0000000180025095e-35 -0.089929999999999996 0.10725000000000003 -0.080644999999999994 -0.077604999999999993 -0.069939999999999988 -0.062834999999999988 0.083550000000000027 0.11125500000000002 -0.095204999999999998 0.10892000000000003 0.0012600000000000003 -0.15137999999999999 -0.046564999999999995 -0.021165 0.096800000000000011 -0.082844999999999988 -0.079754999999999993 0.085545000000000024
decision_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 8 -5 -6 -7 -8 9 11 -11 13 -12 -1 16 -16 19 18 -17 -4
right_child=-2 2 14 4 5 6 7 -9 -10 10 12 -13 -14 -15 15 17 -18 -19 -20 -21
leaf_value=0.000320160797907274 0.0027136826593598265 -0.0018988497256418318 0.00033228604517308109 -0.0010987682294070387 0.00049725361866987425 -0.00055566467224613147 0.0010858547450501045 -0.00024533267821212412 -0.00050158734445423039 0.00083427532304625261 0.00015692714785775952 -0.00072992018615720988 -0.00052029028431415704 -9.0998181343702419e-06 0.00071308446440010995 -0.00022645667285679021 -0.00062370572428974451 -0.00043297314912843623 0.00045381090216080929 -0.00018504819857887396
leaf_weight=142 48 46 47 75 60 67 51 163 55 61 341 57 54 2148 46 52 50 58 56 60
leaf_count=142 48 46 47 75 60 67 51 163 55 61 341 57 54 2148 46 52 50 58 56 60
internal_value=0 -3.70096e-05 -0.000225324 -1.28895e-05 -0.000178876 2.10453e-05 -7.7723e-05 6.80877e-05 1.09845e-05 2.13342e-05 0.000167341 -6.68472e-06 6.2273e-05 1.09597e-05 -1.44814e-05 9.67382e-05 -0.000169877 -6.91252e-05 0.000118695 3.45414e-05
internal_weight=0 3689 415 3274 416 341 281 214 2858 2803 456 2347 395 2290 369 212 157 166 108 107
internal_count=3737 3689 415 3274 416 341 281 214 2858 2803 456 2347 395 2290 369 212 157 166 108 107
is_linear=0
shrinkage=0.0995203


Tree=7304
num_leaves=24
num_cat=0
split_feature=18 18 3 3 17 17 0 0 9 19 18 1 1 20 9 0 9 26 2 5 5 3 20
split_gain=0.00360402 0.00954184 0.00168313 0.0036734 0.00150495 0.00149852 0.00148957 0.00370418 0.00177276 0.00146577 0.00295886 0.00143262 0.00112811 0.00213229 0.00110774 0.000857904 0.00258137 0.00789668 0.0061503 0.00169925 0.00436205 0.00347394 0.00064125
threshold=-0.095364999999999991 -0.10082999999999999 0.084795000000000023 0.087625000000000022 0.51734000000000024 0.51174000000000019 -0.068604999999999985 -0.050494999999999991 0.094375000000000028 0.10395500000000002 -0.013734999999999999 0.051820000000000012 -0.00050999999999999993 -0.012149999999999999 0.091310000000000016 -0.082339999999999983 0.11408000000000003 0.12396500000000002 -0.054390000000000001 -0.017704999999999995 -0.025879999999999997 0.088285000000000016 -0.047859999999999993
decision_type=2 2 2 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 11 -8 -9 15 -11 22 13 -12 -6 19 17 -17 -18 20 -2 -21 -5
right_child=4 -3 3 6 14 -7 7 8 -10 10 12 -13 -14 -15 -16 16 18 -19 -20 21 -22 -23 -24
leaf_value=0.00044565049958594679 3.8330852492281818e-05 -0.0013360107645788983 -0.00089376744219730011 -0.00022264677909675977 -4.0058527459129754e-05 0.00056917645690509548 -0.00079400708679465686 -0.00019211575356695986 0.00058949619791886902 -0.00088648352916496269 0.00014013815158019674 0.00064737756933556348 0.00034066001108216178 -0.00068157203057710376 -0.00067264912389300327 0.00012177215802113823 0.00030434261233276775 0.0014307397928587811 -0.0011883921074321961 -0.00029699333485425539 0.00081378651085201059 0.00021158059733199515 0.0002103493771904205
leaf_weight=54 955 68 56 63 71 56 71 72 47 48 78 47 61 51 48 1009 64 48 47 373 78 205 73
leaf_count=54 955 68 56 63 71 56 71 72 47 48 78 47 61 51 48 1009 64 48 47 373 78 205 73
internal_value=0 -0.000231542 -7.43525e-05 -0.000141716 4.4055e-05 5.7726e-05 -2.66123e-05 -0.000223687 0.000109709 4.79614e-05 -0.000188159 0.000173527 -7.43102e-06 -0.000178378 -0.0003021 6.84778e-05 0.000133549 0.000181989 -0.000320341 2.07917e-05 9.76766e-05 -0.0001152 3.75096e-06
internal_weight=0 551 483 429 3192 3073 373 190 119 3017 238 183 190 129 119 2779 1168 1057 111 1611 1033 578 136
internal_count=3743 551 483 429 3192 3073 373 190 119 3017 238 183 190 129 119 2779 1168 1057 111 1611 1033 578 136
is_linear=0
shrinkage=0.0995203


Tree=7305
num_leaves=29
num_cat=0
split_feature=18 3 17 9 18 4 21 17 8 18 21 18 2 3 3 21 21 2 8 20 21 18 8 17 18 18 2 9
split_gain=0.00292363 0.00863177 0.00146038 0.00225285 0.00215011 0.00448214 0.00152046 0.00151006 0.00138768 0.00171851 0.00364112 0.00384203 0.00199029 0.00169087 0.00229594 0.00620292 0.0030923 0.0043624 0.00235712 0.00225092 0.00205973 0.00146956 0.00176131 0.00127263 0.00105878 0.00173906 0.0016148 0.000529018
threshold=-0.095364999999999991 0.084380000000000024 -0.11045499999999998 0.084755000000000011 -0.14734 0.084755000000000025 0.10940500000000002 -0.46159 -0.086404999999999996 -0.0042299999999999994 -0.010234999999999999 -0.015069999999999998 -0.084804999999999992 0.15537500000000004 0.10850000000000003 0.13922500000000004 -0.091104999999999992 0.097745000000000012 -0.073999999999999996 -0.078444999999999987 -0.014264999999999998 0.094870000000000024 -0.093795000000000003 -0.46159 0.091085000000000013 0.087810000000000013 -0.07854499999999999 0.085850000000000024
decision_type=2 2 2 2 2 2 2 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 6 -6 7 -3 9 10 -2 12 -12 14 16 18 -10 20 -16 -20 -18 24 27 -8 25 26 -11 -23
right_child=8 2 3 -5 5 -7 23 -9 13 21 11 -13 -14 -15 15 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=-0.0012957485734430621 -0.0010239686060228589 -7.9618122351511351e-05 0.00075747276783707347 -0.00014014954268020183 -3.8563139282577032e-05 -0.0012768950949556448 0.00010360039889339422 0.00067760448674678312 -0.00064786169094580395 0.00032354537928280883 0.00077937713953227402 -0.00057215514049048901 -6.1338852642650428e-05 0.00061285681375910324 -0.00053235917335248541 -0.0011268402876485871 0.00047403491517511144 0.0009261458127992118 0.00077767732376426448 8.4871901029541866e-06 7.3776690018446643e-05 0.00018542797912678372 -0.00062830641476879616 -0.00047314755456746204 0.00052552646621696554 -0.00051938200282625386 -4.2297560805922207e-05 -0.00019449008161577237
leaf_weight=64 52 48 49 61 82 46 71 53 50 207 49 89 61 59 63 55 141 68 46 221 1444 70 67 77 53 47 275 75
leaf_count=64 52 48 49 61 82 46 71 53 50 207 49 89 61 59 63 55 141 68 46 221 1444 70 67 77 53 47 275 75
internal_value=0 -0.000208499 -6.39349e-05 0.000252258 -0.000158364 -0.000489985 8.81935e-06 0.000309631 3.97216e-05 -5.38536e-05 -0.000281032 -8.27839e-05 0.00030572 8.56484e-05 7.03591e-05 -0.000148175 0.000120244 0.000143973 1.24552e-05 0.000144073 0.0001099 1.69313e-05 -0.000206148 -0.000190933 9.95969e-05 5.53759e-05 0.000113119 -5.43567e-06
internal_weight=0 551 487 110 377 128 249 101 3192 1045 251 199 110 2147 2088 385 1703 1653 330 267 1585 794 212 148 582 529 482 145
internal_count=3743 551 487 110 377 128 249 101 3192 1045 251 199 110 2147 2088 385 1703 1653 330 267 1585 794 212 148 582 529 482 145
is_linear=0
shrinkage=0.0995203


Tree=7306
num_leaves=21
num_cat=0
split_feature=26 26 0 2 17 17 17 2 2 2 4 17 8 4 4 0 0 1 19 9
split_gain=0.00295858 0.0125981 0.00210916 0.00239851 0.0013074 0.00150183 0.00231014 0.00198031 0.00320351 0.00262869 0.0017927 0.00153073 0.00124735 0.00269068 0.0035654 0.00143738 0.0022734 0.00149107 0.000746122 0.000569807
threshold=-0.100565 -0.14033499999999999 -0.057604999999999996 -0.090919999999999987 0.51734000000000024 -0.078119999999999995 -0.084209999999999993 0.10003000000000002 0.0049750000000000011 0.12875500000000004 0.10343500000000001 -0.07107999999999999 -0.086304999999999993 0.13424500000000003 0.12205500000000002 -0.086589999999999986 -0.083814999999999987 -0.085184999999999997 0.11846000000000002 0.090400000000000022
decision_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 19 5 6 7 8 10 -9 -2 -7 15 14 -14 17 -17 -13 -6 -1
right_child=4 -3 -4 -5 18 11 -8 9 -10 -11 -12 12 13 -15 -16 16 -18 -19 -20 -21
leaf_value=0.00013324969059275204 3.4289155627915025e-05 -0.0017943612039568874 -0.00053392542228101493 0.00062441345857521652 -0.00056523473783411907 0.00058041066082475392 -0.00058786264019981425 0.00090765552975425408 -0.00080596870942439304 -7.6111611707152247e-05 -0.00041069625005813744 -0.00044562241241448116 0.00013470310633836697 0.0007722598163944262 -0.00065502435367043206 -0.00062746329890346598 -1.2032807648590851e-05 0.00012976204459889108 -1.8386924681947206e-05 -0.00031198769826975723
leaf_weight=47 789 47 58 68 56 61 75 51 54 54 101 49 1260 62 59 88 192 456 50 66
leaf_count=47 789 47 58 68 56 61 75 51 54 54 101 49 1260 62 59 88 192 456 50 66
internal_value=0 -0.000304794 -8.44096e-06 0.000155424 2.82471e-05 3.93494e-05 -5.39826e-05 -1.50316e-05 -6.13862e-05 0.000393922 -1.52894e-05 8.6823e-05 7.25444e-05 0.000129587 9.87573e-05 -2.6764e-05 -0.000208378 7.23116e-05 -0.000315011 -0.000119556
internal_weight=0 286 239 181 3457 3351 1124 1049 944 105 890 2227 2166 1381 1319 785 280 505 106 113
internal_count=3743 286 239 181 3457 3351 1124 1049 944 105 890 2227 2166 1381 1319 785 280 505 106 113
is_linear=0
shrinkage=0.0995203


Tree=7307
num_leaves=32
num_cat=0
split_feature=5 5 9 9 10 3 3 9 0 9 7 8 18 5 2 2 3 0 5 0 8 0 3 5 1 18 21 18 1 17 9
split_gain=0.00242313 0.0137483 0.00129782 0.00213264 0.00259438 0.00249631 0.002713 0.00114129 0.00100146 0.00229519 0.00553297 0.00528234 0.00280775 0.00317156 0.00239916 0.00220357 0.00405783 0.00165054 0.00150323 0.00301264 0.00573807 0.00337113 0.00167007 0.00147268 0.00252076 0.00524087 0.00402039 0.00194556 0.00385345 0.00349598 0.000851475
threshold=0.060575000000000011 0.065520000000000023 0.10464500000000003 0.098720000000000016 0.085875000000000021 0.11896500000000003 0.10871500000000002 -0.020035000000000001 -0.082794999999999994 0.11408000000000003 0.056805000000000015 -0.051259999999999993 -0.060544999999999995 0.0076350000000000012 -0.091674999999999993 -0.073884999999999992 0.091475000000000015 -0.083390000000000006 -0.021235 -0.085754999999999984 -0.086304999999999993 -0.086414999999999992 0.088115000000000013 -0.0089549999999999994 -0.018369999999999997 -0.025079999999999998 0.085955000000000018 -0.015069999999999998 -0.019239999999999997 -0.010655 0.11640000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -7 17 10 12 -11 15 14 -14 16 -10 18 19 21 -21 22 -1 27 25 -25 -26 28 -20 -29 -4
right_child=1 2 30 -5 -6 7 -8 -9 9 11 -12 -13 13 -15 -16 -17 -18 -19 23 20 -22 -23 -24 24 26 -27 -28 29 -30 -31 -32
leaf_value=0.00024554288132193873 -0.0015969406841903171 -5.5405291252278109e-05 0.00060302977960413281 -0.00063543066611716466 0.00065980233360823351 9.3787881226383981e-07 -0.00062899683175722033 0.00070610280851308516 0.00049306033934928438 0.00037649142775583765 0.0012158776516470709 -0.00097795758263615981 -0.00048354019159071131 -0.00076167371110559003 0.00014040053172746165 0.00092063959952124646 -0.00043013974082883562 -0.00053085714568759483 -0.0012756651601391171 -0.00018932987469949864 0.0013163359348952733 -0.0007803030622961642 -1.9718593635068416e-05 0.0011200296373179415 -0.00086119432875210889 -0.0001617585327259498 0.0001855176259420415 -0.00044534401073143952 -0.00018640585353145483 0.00061449139142139367 0
leaf_weight=359 60 400 48 63 50 46 104 50 166 56 48 57 69 50 509 59 65 56 46 46 53 48 667 54 60 74 90 70 115 55 50
leaf_count=359 60 400 48 63 50 46 104 50 166 56 48 57 69 50 509 59 65 56 46 46 53 48 667 54 60 74 90 70 115 55 50
internal_value=0 -0.000142979 -3.44019e-05 -8.19816e-05 -2.70802e-05 -8.56848e-05 -0.00017539 0.000376739 4.65055e-05 0.000122266 0.000172448 -0.000299482 0.000116998 0 6.44999e-05 0.000373127 0.000229742 4.57651e-07 1.80583e-05 8.26619e-05 0.000608465 3.34318e-05 7.22992e-05 -0.000114852 4.57474e-05 0.000372601 -0.00022771 -0.000273822 -0.000502708 1.44346e-05 0.000303411
internal_weight=0 871 811 713 650 600 504 96 2872 1079 966 113 918 628 578 290 231 1793 1737 1173 99 1074 1026 564 278 128 150 286 161 125 98
internal_count=3743 871 811 713 650 600 504 96 2872 1079 966 113 918 628 578 290 231 1793 1737 1173 99 1074 1026 564 278 128 150 286 161 125 98
is_linear=0
shrinkage=0.0995203


Tree=7308
num_leaves=19
num_cat=0
split_feature=18 17 9 4 17 2 17 9 27 9 20 20 20 20 6 3 8 8
split_gain=0.00784514 0.037852 0.00265994 0.00211728 0.00198018 0.00197394 0.00181364 0.0016108 0.00746932 0.0016531 0.00144208 0.00509033 0.00164546 0.0015024 0.0017537 0.00103244 0.00103099 0.000471168
threshold=-0.085709999999999995 0.0036400000000000009 0.11891000000000003 0.12498500000000003 -0.55286000000000002 -0.24151999999999998 -0.54752499999999993 0.11408000000000003 -0.015455 0.10341500000000002 -0.08231999999999999 -0.085204999999999989 -0.097019999999999995 -0.076909999999999992 -0.060679999999999998 0.08920500000000002 -0.07106999999999998 -0.0061900000000000002
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 17 -1 -2 -7 8 -8 -10 11 12 -6 -12 16 -16 -15 -4
right_child=2 -3 3 -5 10 6 7 -9 9 -11 13 -13 -14 14 15 -17 -18 -19
leaf_value=0.00064053284176947452 -0.000686986564373248 0.002286098207412407 0.00030473639768769306 0.00091809530364758425 -0.00022253732305590421 0.00044333208592448801 0.0011658185290101086 -0.00059124581360536896 -5.4817848171271092e-05 -0.00042213226125494907 0.00051231668493695087 -0.0010545152849829014 0.0005153729440343206 -0.00053283029913388951 0.00031803021628414577 -8.978789056410642e-06 1.8204946990086839e-05 -0.00011863645424373744
leaf_weight=60 49 86 55 48 59 72 49 56 2337 129 83 50 59 67 199 175 62 46
leaf_count=60 49 86 55 48 59 72 49 56 2337 129 83 50 59 67 199 175 62 46
internal_value=0 0.000300083 -3.69305e-05 0.000371623 8.92526e-05 -5.98477e-05 -4.79111e-05 -6.19866e-05 -4.98764e-05 -7.43646e-05 4.42984e-05 -0.000211003 0.00013948 0.000118888 5.23403e-05 0.000162829 -0.000261646 0.000103808
internal_weight=0 900 2841 149 814 2692 2643 2571 2515 2466 754 168 118 586 503 374 129 101
internal_count=3741 900 2841 149 814 2692 2643 2571 2515 2466 754 168 118 586 503 374 129 101
is_linear=0
shrinkage=0.0995203


Tree=7309
num_leaves=17
num_cat=0
split_feature=18 17 29 17 17 0 8 5 3 5 19 8 20 26 5 3
split_gain=0.00636579 0.0306884 0.00391087 0.001605 0.00128192 0.00330497 0.00150168 0.00190234 0.00632811 0.00249052 0.00121753 0.00143524 0.00165621 0.00269478 0.00223608 0.000674489
threshold=-0.085709999999999995 0.0036400000000000009 -0.11266 -0.55286000000000002 -0.56005499999999986 0.12433000000000002 -0.51030999999999993 0.22078000000000006 0.10871500000000002 0.057175000000000011 -0.071824999999999986 -0.086304999999999993 -0.071149999999999991 -0.085165000000000005 0.27139000000000008 0.086895000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 6 -6 9 -9 -8 -5 15 13 -13 -14 -12
right_child=2 -3 4 10 5 -7 7 8 -10 -11 11 12 14 -15 -16 -17
leaf_value=0.00057678687843719704 0.00080471411083994139 0.0020585853554288829 -0.00051394982292509968 0.00043824420997898945 0.00041090553041993186 0.00056662101743725716 -7.7298053109632432e-05 4.1387886166462051e-05 -0.0013432450069236698 0.00033304163602855709 7.5344087867261714e-05 0.00038858144737051291 -6.8136419466928314e-05 -0.00046263836307621501 0.00049474008110329045 0.00063760893322007382
leaf_weight=60 54 86 58 69 65 86 2278 95 49 156 46 46 285 170 92 46
leaf_count=60 54 86 58 69 65 86 2278 95 49 156 46 46 285 170 92 46
internal_value=0 0.000270309 -3.32552e-05 8.03702e-05 -4.97852e-05 -3.96202e-05 -5.96563e-05 -7.18383e-05 -0.000424087 -5.06622e-05 3.97818e-05 0 -5.7096e-05 -0.00027757 6.7052e-05 0.000365375
internal_weight=0 900 2841 814 2787 2729 2643 2578 144 2434 754 685 593 216 377 92
internal_count=3741 900 2841 814 2787 2729 2643 2578 144 2434 754 685 593 216 377 92
is_linear=0
shrinkage=0.0995203


Tree=7310
num_leaves=26
num_cat=0
split_feature=18 17 5 30 3 3 5 5 8 8 20 6 6 2 2 9 3 10 17 2 2 4 20 3 9
split_gain=0.00517282 0.0248716 0.00204161 0.00462617 0.00243905 0.00230098 0.00225971 0.0191429 0.00515808 0.00247542 0.00210255 0.00158311 0.001399 0.00214525 0.0018342 0.00177828 0.00148532 0.00138388 0.00206339 0.0013255 0.00118852 0.00182731 0.00117973 0.00212013 0.00143547
threshold=-0.085709999999999995 0.0036400000000000009 -0.49053999999999998 0.090250000000000025 0.10377500000000002 0.091615000000000016 -0.097345000000000001 -0.11065499999999999 0.10649000000000002 -0.057284999999999996 -0.048779999999999997 -0.101065 0.10384500000000003 -0.10077999999999999 -0.087444999999999995 0.09235500000000002 0.089485000000000023 0.086165000000000019 -0.56005499999999986 -0.026175 0.096520000000000022 0.079660000000000022 -0.0071449999999999994 0.098755000000000023 0.092465000000000033
decision_type=2 2 2 2 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 5 -2 7 8 9 19 -6 -11 13 15 16 -1 -15 18 -8 -4 21 -16 23 -20 -24
right_child=2 -3 6 -5 10 -7 17 -9 -10 11 -12 -13 -14 14 20 -17 -18 -19 22 -21 -22 -23 24 -25 -26
leaf_value=0.0009563704927761053 0 0.001853714281637968 5.2191389373430216e-05 0.0011103704475268832 0.00023715081600145138 0.00092406878865882434 0.00066313210242596504 -0.0021590340476943183 -0.0010175061585244308 8.1665792066268569e-05 -0.00053177620395551727 0.00075221881560535758 -0.00042359874005574321 -0.00065991649811520108 0.00013477481960538003 0.00013065017477105467 6.6126229034098907e-05 -0.00050169607870152939 -0.00026010520251592293 -0.0003659206650704489 0.00048304504539702759 -0.00042523005172741436 0.00011432970717137872 0.00011763905510297518 -0.00011797619034442528
leaf_weight=50 65 86 186 48 57 47 46 47 50 82 88 65 52 61 402 59 48 55 404 123 75 67 876 228 374
leaf_count=50 65 86 186 48 57 47 46 47 50 82 88 65 52 61 402 59 48 55 404 123 75 67 876 228 374
internal_value=0 0.00024377 -2.98596e-05 0.000212826 4.20052e-05 0.000393518 -5.93697e-05 -0.000237326 -5.72093e-05 4.62913e-05 -0.000223863 0.000383738 7.2672e-05 0.000107613 3.80346e-05 0.000516932 -0.000332681 -9.33013e-06 4.29099e-06 -0.000111592 0.000113819 5.30286e-05 -1.13775e-05 -0.000122535 4.41689e-05
internal_weight=0 900 2841 305 257 112 2536 553 506 456 145 147 814 762 653 109 109 1983 1928 309 544 469 1882 632 1250
internal_count=3741 900 2841 305 257 112 2536 553 506 456 145 147 814 762 653 109 109 1983 1928 309 544 469 1882 632 1250
is_linear=0
shrinkage=0.0995203


Tree=7311
num_leaves=17
num_cat=0
split_feature=29 26 26 26 21 21 20 20 4 6 6 24 25 3 3 4
split_gain=0.00246837 0.00183531 0.0183789 0.0107799 0.00218564 0.00975955 0.00164334 0.00184475 0.0013247 0.0011909 0.00265793 0.00101561 0.00113843 0.000824701 0.00359507 0.00210343
threshold=-0.11266 0.082605000000000026 0.083760000000000015 0.078560000000000019 -0.015724999999999999 -0.035574999999999996 -0.083495 -0.081945000000000004 0.11541000000000003 -0.01146 -0.0083399999999999985 -0.070004999999999998 0.096120000000000025 0.10807500000000002 0.10393500000000001 0.13271500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 11 5 9 -6 -8 -9 -4 -11 -2 13 14 -13 -15
right_child=1 2 4 -5 6 -7 7 8 -10 10 -12 12 -14 15 -16 -17
leaf_value=0.00069457913378491464 -0.00045605632729499648 0.0017278258676185472 -0.00033411841476674856 -0.001444881177654032 -0.0004538257567883936 0.0016156573014465723 0.00054618229898608837 -2.2251283507696761e-05 0.00044574121797356762 0.00076552024203664659 -0.00015150707586419657 1.0092469298033793e-05 0.0004572810967483065 0.00020483188125521739 -0.00058411046690528678 -0.00032425633588569532
leaf_weight=55 49 65 67 54 78 46 62 1735 62 49 84 713 53 359 117 93
leaf_count=55 49 65 67 54 78 46 62 1735 62 49 84 713 53 359 117 93
internal_value=0 2.21928e-05 7.8524e-05 -6.52995e-05 2.90401e-05 0.000308535 -6.03329e-06 1.23149e-05 -5.64907e-06 3.80362e-06 0.00018019 -1.08804e-05 4.84622e-06 -1.32197e-05 -7.26824e-05 9.41597e-05
internal_weight=0 3686 2248 1438 2183 246 1937 1859 1797 200 133 1384 1335 1282 830 452
internal_count=3741 3686 2248 1438 2183 246 1937 1859 1797 200 133 1384 1335 1282 830 452
is_linear=0
shrinkage=0.0995203


Tree=7312
num_leaves=20
num_cat=0
split_feature=20 4 17 17 9 0 1 17 0 4 4 4 4 6 6 3 9 1 26
split_gain=0.021472 0.004294 0.00259293 0.00306431 0.00218175 0.00196702 0.00524878 0.00840342 0.00259036 0.00202098 0.00263764 0.00441687 0.00299396 0.00186636 0.00170038 0.00883287 0.00351531 0.00134239 0.000698892
threshold=-0.41270499999999993 0.15615500000000004 0.057560000000000014 0.066010000000000027 -0.087554999999999994 -0.052884999999999995 -0.095674999999999996 -0.16408999999999999 -0.064494999999999983 0.13657000000000005 0.10386500000000003 0.10876500000000001 0.085720000000000018 -0.062135000000000003 -0.0093650000000000001 0.087625000000000022 0.083955000000000016 -0.090374999999999997 0.089880000000000029
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 -5 6 7 18 17 10 12 -12 -7 -10 15 -6 -16 -8 -2
right_child=1 -3 3 4 14 9 8 -9 13 -11 11 -13 -14 -15 16 -17 -18 -19 -20
leaf_value=-0.0021319999250624107 -0.00019427409555180183 0.0009340230012505618 -0.00082366315932099496 -0.00076072176811377984 0.001273210283497087 -0.00025709599580650105 -0.00031334225721344801 0.0014395394361766101 0.00093668218415397515 0.00043540127435117625 -0.0013280038355544198 -0.00014832426555399305 0.00039883894534214733 7.4224044653084425e-05 -0.00078446096806515089 -0.00012830064413937454 -4.1877087171980591e-05 3.2262685444786322e-05 0.00032328150039174602
leaf_weight=47 58 49 64 47 54 211 118 71 53 54 49 93 102 51 80 251 313 1914 46
leaf_count=47 58 49 64 47 54 211 118 71 53 54 49 93 102 51 80 251 313 1914 46
internal_value=0 8.54894e-06 -3.72156e-06 -0.000160987 -0.000102961 4.11045e-05 8.03348e-05 0.000604631 3.69966e-05 -0.000135404 -0.000204947 -0.000561162 -4.07254e-05 0.000521618 -5.74973e-05 0.000117152 -0.000195122 1.17902e-05 2.67734e-05
internal_weight=0 3678 3629 809 745 2820 2311 175 2136 509 455 142 313 104 698 305 393 2032 104
internal_count=3725 3678 3629 809 745 2820 2311 175 2136 509 455 142 313 104 698 305 393 2032 104
is_linear=0
shrinkage=0.0995203


Tree=7313
num_leaves=18
num_cat=0
split_feature=6 4 17 17 4 6 3 17 26 3 3 3 6 6 0 17 0
split_gain=0.0151129 0.00282564 0.00256027 0.00236681 0.0028535 0.0021959 0.0103234 0.0108437 0.00214037 0.00179457 0.0017569 0.00911427 0.00208435 0.00162971 0.00147318 0.00521035 0.00170104
threshold=0.23663500000000004 0.15221500000000004 0.057560000000000014 0.066010000000000027 0.12719000000000005 0.087575000000000028 0.085730000000000015 -0.011809999999999999 -0.2382 0.08400500000000001 0.10871500000000002 0.095630000000000021 0.13225500000000004 0.11690000000000002 -0.14075499999999999 -0.095109999999999986 -0.113275
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 9 8 7 -7 -1 -5 11 -8 -12 -11 15 -10 -16
right_child=-2 -3 3 4 -6 6 10 -9 14 13 12 -13 -14 -15 16 -17 -18
leaf_value=-0.00057534694947553966 -0.0017012444281731412 0.00072865081289111863 -0.00074169201383634295 -0.0006086710437253007 -0.00086853352296471602 0.0019652347364878934 -3.9554233471266613e-05 -2.9325504028437396e-05 -0.00071421880834479298 5.47624867664456e-05 8.4831337987619474e-05 0.0013520150717316794 -0.00084358506775295667 -0.00038527095820914419 -0.00045008373146190206 0.00039206278631540974 -2.8411316995194473e-06
leaf_weight=64 52 53 64 54 46 61 442 47 50 554 47 52 46 98 89 258 1648
leaf_count=64 52 53 64 54 46 61 442 47 50 554 47 52 46 98 89 258 1648
internal_value=0 7.1832e-06 -3.15359e-06 -0.000158511 -0.000107789 4.17653e-05 0.000195232 0.00108965 -8.42006e-06 -5.70629e-05 2.92766e-05 0.00010527 -0.000365583 -1.0122e-05 8.92211e-06 0.000209814 -2.62281e-05
internal_weight=0 3673 3620 816 752 2804 695 108 2109 706 587 494 93 652 2045 308 1737
internal_count=3725 3673 3620 816 752 2804 695 108 2109 706 587 494 93 652 2045 308 1737
is_linear=0
shrinkage=0.0995203


Tree=7314
num_leaves=23
num_cat=0
split_feature=21 4 17 17 3 1 1 1 2 9 2 3 8 6 3 17 3 3 1 19 2 17
split_gain=0.0126092 0.00329129 0.00203791 0.00209019 0.00242561 0.00569257 0.00454715 0.00407381 0.00211887 0.00599447 0.00259011 0.00237353 0.00430659 0.00191691 0.00956284 0.0104785 0.00174255 0.00700047 0.00305979 0.00113621 0.00120676 0.00159752
threshold=-0.096850000000000006 0.15615500000000004 0.057560000000000014 0.22924500000000006 0.087625000000000022 -0.072005 -0.07825 -0.008005 -0.073884999999999992 0.093705000000000024 -0.078994999999999996 0.092635000000000023 -0.077604999999999993 0.087575000000000028 0.085730000000000015 -0.011809999999999999 0.10871500000000002 0.095490000000000019 -0.062804999999999986 0.11174500000000002 -0.24151999999999998 -0.56005499999999986
decision_type=2 2 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 4 5 -4 -6 -8 9 10 -5 -10 -13 19 15 -15 17 -16 -18 20 -2 -22
right_child=1 -3 3 8 6 -7 7 -9 11 -11 -12 12 -14 14 16 -17 18 -19 -20 -21 21 -23
leaf_value=-0.0011921454357171003 -0.00037776435250446539 0.00084080054660384959 -0.00056085880304344111 -0.00019325035719765997 0.00015647528424219252 0.00088058960650935878 -0.0014576024639364785 -0.00038913561626813785 -0.0003117342162628783 -0.0011138454065042617 0.00059870211006809765 0.0010653571760340988 2.1986386582392009e-05 0.0019560985705627124 -4.3006052954172054e-05 -2.640702653888471e-05 0.00016877973069306319 0.001007994908431656 -0.00094489176994771052 -0.00040555619952036231 0.00059715372125146351 9.0070083397827848e-06
leaf_weight=88 77 47 64 127 66 47 61 91 62 56 60 62 111 58 440 47 50 73 46 68 47 1877
leaf_count=88 77 47 64 127 66 47 61 91 62 56 60 62 111 58 440 47 50 73 46 68 47 1877
internal_value=0 1.334e-05 2.27886e-06 -0.000136724 -0.000329803 4.21093e-05 -0.000522926 -0.000823314 -2.11772e-06 -0.00020986 5.64744e-05 0.000209213 0.000400643 4.28802e-05 0.000183514 0.0010609 3.08971e-05 0.000104956 -0.000356327 -5.25601e-06 7.9383e-06 2.37999e-05
internal_weight=0 3637 3590 807 329 111 218 152 478 243 187 235 173 2783 714 105 609 513 96 2069 2001 1924
internal_count=3725 3637 3590 807 329 111 218 152 478 243 187 235 173 2783 714 105 609 513 96 2069 2001 1924
is_linear=0
shrinkage=0.0995203


Tree=7315
num_leaves=12
num_cat=0
split_feature=20 27 25 30 3 17 17 3 3 6 10
split_gain=0.0147508 0.00229992 0.00171383 0.00150565 0.00103215 0.00302487 0.00815741 0.00211167 0.00207835 0.0014921 0.00145143
threshold=-0.41270499999999993 0.11726500000000002 0.096120000000000025 0.11101500000000002 0.092900000000000024 -0.15450999999999998 -0.17921000000000001 0.089985000000000023 0.094685000000000033 0.092705000000000023 0.086165000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7 9 -6 -10
right_child=1 -3 -4 -5 8 7 -8 -9 10 -11 -12
leaf_value=-0.0017654358183320613 6.6988139674932715e-05 0.0006724101619597205 0.0005268570322505148 -0.00056908684632506743 -6.836086620885111e-05 -5.603766558453732e-05 0.001453573657128236 0.0002246270977150155 4.2860920723132704e-06 -0.00068457685851570677 -0.00039403938533660198
leaf_weight=47 196 51 60 47 77 1358 54 330 1322 86 97
leaf_count=47 196 51 60 47 77 1358 54 330 1322 86 97
internal_value=0 8.73158e-06 -3.74846e-07 -9.47285e-06 -1.76815e-06 4.66817e-05 0.000369765 -6.83396e-07 -6.16382e-05 -0.000398503 -2.23657e-05
internal_weight=0 3678 3627 3567 3520 1938 250 1688 1582 163 1419
internal_count=3725 3678 3627 3567 3520 1938 250 1688 1582 163 1419
is_linear=0
shrinkage=0.0995203


Tree=7316
num_leaves=16
num_cat=0
split_feature=28 20 18 17 17 26 18 26 17 9 18 20 9 20 27
split_gain=0.0108578 0.00602115 0.0034876 0.00536704 0.0239501 0.00301796 0.00225536 0.00194419 0.0018919 0.00176492 0.0015971 0.00149748 0.00129882 0.00117691 0.00181292
threshold=0.083225000000000021 -0.41270499999999993 -0.085834999999999995 -0.12118 -0.09744499999999999 0.07987000000000001 -0.08428999999999999 -0.0026699999999999996 -0.15122999999999998 0.083760000000000015 -0.087864999999999985 -0.078725000000000003 -0.25326499999999996 0.27003000000000005 0.11129500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 7 -4 -6 9 -3 -7 -11 -8 14 -14
right_child=-2 2 6 4 5 10 12 -9 -10 11 -12 -13 13 -15 -16
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leaf_weight=46 70 82 47 49 79 175 74 54 67 80 48 233 2545 46 56
leaf_count=46 70 82 47 49 79 175 74 54 67 80 48 233 2545 46 56
internal_value=0 -1.4786e-05 -2.93239e-05 -0.000203607 -0.00046818 -0.000181772 2.49697e-05 0.00018925 2.65526e-05 -5.45189e-05 -0.000406725 5.08021e-05 1.28567e-05 2.46444e-05 1.54949e-05
internal_weight=0 3681 3635 867 405 356 2768 133 462 395 223 313 2721 2647 2601
internal_count=3751 3681 3635 867 405 356 2768 133 462 395 223 313 2721 2647 2601
is_linear=0
shrinkage=0.0995203


Tree=7317
num_leaves=15
num_cat=0
split_feature=8 18 20 18 18 2 17 8 18 26 9 0 0 5
split_gain=0.0088179 0.0554627 0.00372492 0.00129141 0.00150862 0.00216971 0.00167469 0.00253127 0.00138117 0.000796138 0.000819088 0.00144142 0.00264063 0.00153802
threshold=-0.10833 -0.092864999999999989 -0.24910499999999999 0.23251500000000005 0.14607000000000003 0.12875500000000004 -0.55286000000000002 0.03530500000000001 -0.085834999999999995 0.12086000000000002 0.09007500000000003 -0.12469 -0.15137999999999999 -0.073669999999999999
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 -4 -8 10 11 12 -3 -13
right_child=2 9 3 -5 -6 -7 8 -9 -10 -11 -12 13 -14 -15
leaf_value=-0.0037242282148736037 0.000723496724474833 0.00023648870298120415 0.00090214538256139915 -0.00040628762171691636 0.00048509203907187265 -0.00063952010343080296 -0.00011516531664001474 -1.4506208084994534e-05 4.0549817034481792e-05 -0.00041802197162882815 -0.00027749945888816651 0.00065333224214585562 -0.00072019435951630937 -1.0008673567910254e-05
leaf_weight=46 73 65 52 74 66 51 762 66 2173 55 84 65 50 69
leaf_count=46 73 65 52 74 66 51 762 66 2173 55 84 65 50 69
internal_value=0 -0.000456486 2.03934e-05 4.31904e-06 1.41624e-05 3.88536e-06 1.49015e-05 0.000382505 0 -6.69633e-05 -6.52227e-06 8.16041e-05 -0.000172342 0.000305652
internal_weight=0 434 3317 3244 3170 3104 3053 118 2935 388 333 249 115 134
internal_count=3751 434 3317 3244 3170 3104 3053 118 2935 388 333 249 115 134
is_linear=0
shrinkage=0.0995203


Tree=7318
num_leaves=14
num_cat=0
split_feature=28 20 18 18 8 0 19 6 4 20 26 2 9
split_gain=0.00840613 0.00420491 0.00233579 0.0212256 0.00134066 0.00213433 0.00187149 0.00257807 0.00111263 0.0010284 0.000828726 0.00194136 0.00115777
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -6 9 10 11 -4 -12
right_child=-2 2 8 -5 6 -7 -8 -9 -10 -11 12 -13 -14
leaf_value=0.00093472361566543393 -0.0011116427600911 -8.9895637975544279e-05 6.0142626324519397e-05 -0.0022126021938057685 0.0006144065097903091 0.00074182153601172582 -0.00064841336622076891 -0.00016500066382226417 -0.00038076191934350564 0.00047011874559700308 6.9623693525793013e-06 -0.00064153900428781359 0.00028535456700799717
leaf_weight=46 70 67 98 48 53 54 54 203 71 49 2718 63 157
leaf_count=46 70 67 98 48 53 54 54 203 71 49 2718 63 157
internal_value=0 -1.03988e-05 -2.25843e-05 -0.00022742 -4.43279e-06 0.000274519 -0.000115955 -4.4118e-07 8.24517e-06 1.74634e-05 9.88802e-06 -0.000209344 2.24497e-05
internal_weight=0 3681 3635 479 431 121 310 256 3156 3085 3036 161 2875
internal_count=3751 3681 3635 479 431 121 310 256 3156 3085 3036 161 2875
is_linear=0
shrinkage=0.0995203


Tree=7319
num_leaves=15
num_cat=0
split_feature=8 18 20 20 17 7 26 26 18 9 9 21 1 9
split_gain=0.00696561 0.0450347 0.00249379 0.0011248 0.000983076 0.00100572 0.00111803 0.00233671 0.00117744 0.000608752 0.000687245 0.00100777 0.00191194 0.00062322
threshold=-0.10833 -0.092864999999999989 -0.24910499999999999 -0.15615999999999999 0.6218950000000002 -0.074334999999999998 -0.100565 -0.23033499999999998 -0.057764999999999997 -0.37999999999999995 0.09007500000000003 0.10198500000000002 0.007210000000000002 0.082690000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 7 -7 -8 -3 11 12 13 -11
right_child=2 9 3 4 -6 6 8 -9 -10 10 -12 -13 -14 -15
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leaf_weight=46 73 60 55 47 56 120 996 95 1875 71 91 47 71 48
leaf_count=46 73 60 55 47 56 120 996 95 1875 71 91 47 71 48
internal_value=0 -0.000403063 2.07766e-05 7.57629e-06 1.55203e-05 2.31546e-05 3.03612e-05 -0.000187775 4.69818e-05 -5.18568e-05 0 9.07215e-05 0.000195467 -4.19852e-05
internal_weight=0 434 3317 3244 3189 3133 3086 215 2871 388 328 237 190 119
internal_count=3751 434 3317 3244 3189 3133 3086 215 2871 388 328 237 190 119
is_linear=0
shrinkage=0.0995203


Tree=7320
num_leaves=19
num_cat=0
split_feature=18 18 18 0 29 10 10 17 9 9 3 2 20 4 17 18 9 17
split_gain=0.00572025 0.00237011 0.0074473 0.0162593 0.0028151 0.00238527 0.00585061 0.00305762 0.00222328 0.00438502 0.00354665 0.00259454 0.00250919 0.00261266 0.00259343 0.00215613 0.00209256 0.000379129
threshold=0.26090000000000008 0.063210000000000016 0.087810000000000013 -0.085754999999999984 -0.10671499999999999 0.093790000000000026 0.086275000000000018 -0.55754499999999996 0.091615000000000016 0.094010000000000024 0.094045000000000031 -0.077544999999999989 -0.058504999999999995 0.087495000000000031 -0.033249999999999995 -0.10387 0.085075000000000026 -0.008069999999999999
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 6 7 -6 12 -10 -11 -12 13 -4 -14 -9 -16 -3
right_child=-2 2 8 -5 5 -7 -8 15 9 10 11 -13 14 -15 16 -17 -18 -19
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leaf_weight=48 82 46 67 46 59 50 68 404 69 55 57 153 88 73 77 2096 135 46
leaf_count=48 82 46 67 46 59 50 68 404 69 55 57 153 88 73 77 2096 135 46
internal_value=0 2.1195e-05 0.000160188 0.000833993 -2.50224e-05 -3.88576e-05 -2.55742e-05 -5.00874e-05 3.89939e-05 0.00023336 4.61025e-05 0.000235309 -0.000106687 0.000238112 -0.000270323 -3.30331e-05 -7.74628e-05 6.0991e-05
internal_weight=0 3637 912 138 2725 2677 2627 2559 774 334 265 210 440 140 300 2500 212 92
internal_count=3719 3637 912 138 2725 2677 2627 2559 774 334 265 210 440 140 300 2500 212 92
is_linear=0
shrinkage=0.0995203


Tree=7321
num_leaves=26
num_cat=0
split_feature=18 5 18 2 2 0 9 17 26 6 6 1 17 18 26 26 6 18 9 17 2 5 9 6 17
split_gain=0.00463748 0.00292022 0.00248595 0.00352542 0.00983878 0.0173993 0.00337803 0.00295604 0.00747733 0.00466215 0.0130243 0.00374347 0.00369633 0.00325214 0.00272276 0.0024017 0.00220864 0.00193614 0.00565814 0.00358541 0.00192872 0.0017338 0.00142 0.00117633 0.00102308
threshold=0.26090000000000008 0.6362850000000001 -0.0079049999999999988 -0.081055000000000002 -0.082954999999999987 -0.083514999999999992 0.09586500000000002 -0.0065549999999999992 0.083705000000000016 0.091615000000000016 0.095760000000000026 -0.085574999999999998 -0.46515999999999996 -0.10303999999999999 0.11444500000000003 0.091195000000000012 0.11884000000000002 0.11835500000000003 0.11296000000000002 0.056905000000000011 -0.085209999999999994 -0.088604999999999989 0.092225000000000015 0.10384500000000003 -0.16855499999999998
decision_type=2 2 2 2 2 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 20 21 14 9 -9 12 -11 -10 13 -1 22 -14 -13 18 -8 -19 24 -6 -5 -12 -4
right_child=-2 -3 3 6 5 -7 17 8 11 10 23 16 15 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26
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leaf_weight=133 82 50 47 837 79 55 100 70 48 49 47 286 682 102 84 102 46 52 101 54 90 65 71 86 301
leaf_count=133 82 50 47 837 79 55 100 70 48 49 47 286 682 102 84 102 46 52 101 54 90 65 71 86 301
internal_value=0 1.91081e-05 8.34884e-06 8.50645e-05 0.000276882 0.000857202 -8.36809e-06 -8.11139e-05 -0.000298664 0 -0.000463564 -0.000122158 8.32665e-05 -0.000261487 -9.82589e-05 0.000187649 -9.16174e-07 0.000279427 0.0004614 -5.79127e-05 1.13512e-05 0.000275646 -4.71366e-05 4.14308e-05 0.000119368
internal_weight=0 3637 3587 1936 637 199 1299 1651 450 1201 182 380 1019 235 992 784 332 307 201 106 438 144 908 133 348
internal_count=3719 3637 3587 1936 637 199 1299 1651 450 1201 182 380 1019 235 992 784 332 307 201 106 438 144 908 133 348
is_linear=0
shrinkage=0.0995203


Tree=7322
num_leaves=22
num_cat=0
split_feature=8 2 2 0 9 9 0 6 6 17 3 0 8 0 2 17 9 0 2 27 3
split_gain=0.00358931 0.0137794 0.0443983 0.00264099 0.00309884 0.00248013 0.0021826 0.00151274 0.0108583 0.00230657 0.00188921 0.00290072 0.00115622 0.0020241 0.00115848 0.00156574 0.00145169 0.000906578 0.000564515 0.000761003 0.000328646
threshold=-0.091600000000000001 -0.082275000000000001 -0.086849999999999997 0.12387500000000003 0.14318500000000003 0.094085000000000016 0.061855000000000014 0.092980000000000021 0.091495000000000007 0.0041300000000000009 0.10871500000000002 -0.08317999999999999 -0.097249999999999989 -0.087724999999999984 -0.076615000000000003 -0.052269999999999997 -0.042790000000000002 -0.11170000000000001 -0.11700999999999999 0.087525000000000019 0.10871500000000002
decision_type=2 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 6 -5 7 8 9 -2 11 -9 14 -14 -3 -16 17 -17 19 -1 -18
right_child=3 12 -4 5 -6 -7 -8 10 -10 -11 -12 -13 13 -15 15 16 20 -19 -20 -21 -22
leaf_value=0.00047623480595007254 1.6227623419253702e-05 0.00043495176584734088 0.0036084817841926134 0 0.00066151551491325363 0.00090243039267373117 -0.0006887881858736798 0.00077140250268419551 -0.0014546210541687738 -0.00022888200543253815 -0.00030128814562253262 8.2663362470011503e-05 2.0416247827273622e-05 -0.00076860184697725216 0.00034728362584801468 -0.00024051859611958333 -0.00020372008211085111 0.00032434501200864486 -0.00015648343912813103 -4.5219399272006918e-05 -0.00058698313604291685
leaf_weight=61 1701 62 47 65 62 59 52 73 55 488 90 380 75 54 77 49 47 64 49 46 63
leaf_count=61 1701 62 47 65 62 59 52 73 55 488 90 380 75 54 77 49 47 64 49 46 63
internal_value=0 0.00023665 0.000926516 -1.4112e-05 -3.35992e-05 0.000435191 -4.9068e-05 -3.68383e-05 -7.31263e-05 -3.80414e-05 0.000111618 0.000195459 -4.69021e-05 -0.000303525 4.22848e-05 -3.61376e-05 -0.000172201 7.21597e-05 0.000113239 0.000244408 -0.000430667
internal_weight=0 694 203 3025 2901 124 2839 2787 2244 2189 543 453 491 129 362 300 223 113 156 107 110
internal_count=3719 694 203 3025 2901 124 2839 2787 2244 2189 543 453 491 129 362 300 223 113 156 107 110
is_linear=0
shrinkage=0.0995203


Tree=7323
num_leaves=18
num_cat=0
split_feature=18 5 5 1 1 26 5 20 11 9 0 2 19 8 18 5 4
split_gain=0.00370935 0.00232294 0.0020508 0.00294903 0.0234939 0.0032414 0.00272264 0.00364012 0.00208245 0.00197269 0.00190435 0.00388298 0.00171234 0.00270441 0.00231945 0.00639209 0.0028052
threshold=0.26473000000000008 0.6362850000000001 -0.041054999999999994 -0.079844999999999985 -0.080954999999999985 -0.231015 -0.068984999999999991 -0.012970000000000001 -0.079369999999999996 0.11296000000000002 -0.070134999999999989 -0.08342999999999999 0.10395500000000002 -0.08176499999999999 -0.080424999999999996 -0.020485 0.10845500000000002
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 10 -5 9 -8 -4 -7 11 -1 14 -14 15 -10 -16
right_child=-2 -3 8 5 -6 6 7 -9 12 -11 -12 -13 13 -15 16 -17 -18
leaf_value=-0.00056179987910043815 0.00073686404950632335 0.00068886095978030006 0.00044749526079161406 0.00080941989362701518 0.0024354455710310402 -1.9106807028978336e-05 -0.00023712761428243027 0.00068734629321257957 -0.001280186094669144 -0.00052445540094227976 -0.00056822762583821115 0.0005011635009549572 -0.0010469857930469665 -2.2038930418734002e-05 9.7599986393043863e-05 -0.00010825405754753119 -0.00061069367261765389
leaf_weight=52 72 50 76 51 46 1041 64 118 49 83 53 97 46 61 860 841 59
leaf_count=52 72 50 76 51 46 1041 64 118 49 83 53 97 46 61 860 841 59
internal_value=0 1.50566e-05 5.46286e-06 8.9388e-05 0.000405222 3.1064e-05 4.19813e-08 0.000357759 -6.17466e-05 -5.71518e-05 -5.30536e-05 0.000124702 -8.23734e-05 -0.000470321 -5.89743e-05 -0.000173696 5.12366e-05
internal_weight=0 3647 3597 1605 248 1357 1306 182 1992 1124 202 149 1916 107 1809 890 919
internal_count=3719 3647 3597 1605 248 1357 1306 182 1992 1124 202 149 1916 107 1809 890 919
is_linear=0
shrinkage=0.0995203


Tree=7324
num_leaves=27
num_cat=0
split_feature=8 8 20 20 21 25 2 2 20 20 9 20 20 5 21 5 5 9 19 2 8 5 2 8 1 0
split_gain=0.004129 0.00875005 0.00350507 0.00982489 0.00384093 0.00223551 0.00211292 0.00748574 0.00257598 0.0036166 0.00125694 0.0045778 0.00393251 0.00195513 0.00111065 0.00104646 0.00344482 0.0017387 0.00146015 0.00203105 0.000871211 0.000644589 0.00100495 0.000915521 0.000575352 0.000316649
threshold=-0.10337499999999999 -0.11187999999999999 -0.083495 -0.085204999999999989 0.10900500000000002 1.0000000180025095e-35 -0.082084999999999991 -0.082294999999999993 -0.081864999999999993 -0.073489999999999986 0.083925000000000013 -0.091229999999999992 -0.091229999999999992 -0.014739999999999998 -0.080634999999999998 -0.039649999999999998 -0.045014999999999993 0.11296000000000002 0.058165000000000015 -0.073194999999999996 -0.49499500000000002 0.062500000000000014 0.31326500000000007 -0.16019999999999998 0.22584000000000004 -0.10942499999999999
decision_type=2 2 2 2 2 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 4 10 6 7 8 -4 -10 12 14 13 -2 -12 16 17 -8 19 -17 24 22 23 -22 -1 -25
right_child=2 -3 5 -5 -6 -7 15 -9 9 -11 11 -13 -14 -15 -16 18 -18 -19 -20 -21 21 -23 -24 25 -26 -27
leaf_value=8.3399152829413274e-05 0.00061667617370334568 0.001584978059534201 0.00075532557531672107 -0.0013747031637830656 -0.00087986445537322172 0.000592714395248128 -4.6807749343293458e-05 0.0013036204907999735 -0.00085289568673277958 5.0773577347396023e-05 0.00019199537335050877 0.0010590034990688698 -0.00096577412689843802 -0.00021620683410078422 -0.00033969226449842696 -0.0001225155671138882 -0.00096438961373883586 -0.00047838699546780804 -0.00037875124661009745 0.00022082961620549532 -0.00025743968780244742 0.00053277569478683579 0.00044835725707276464 0.00039446548948646111 -0.0003725062193743037 3.4228121595836141e-05
leaf_weight=63 47 46 48 70 54 63 732 49 46 937 77 46 46 67 77 324 49 107 86 357 71 56 78 48 46 60
leaf_count=63 47 46 48 70 54 63 732 49 46 937 77 46 46 67 77 324 49 107 86 357 71 56 78 48 46 60
internal_value=0 0.000279917 -3.60411e-05 -0.000283361 -9.68572e-05 6.44788e-06 -6.7573e-06 0.000101198 4.32563e-05 7.65308e-06 1.832e-05 0.000186708 -0.000187048 0.000119994 -6.85327e-05 -7.76998e-05 -0.000151287 -0.000102824 6.42928e-06 5.62739e-05 0.000135719 0.000220941 0.000149807 1.51387e-05 -0.000101491 0.000201914
internal_weight=0 468 3282 484 414 2798 2735 1080 1031 983 360 200 160 114 154 1655 888 839 767 681 422 313 257 179 109 108
internal_count=3750 468 3282 484 414 2798 2735 1080 1031 983 360 200 160 114 154 1655 888 839 767 681 422 313 257 179 109 108
is_linear=0
shrinkage=0.0995203


Tree=7325
num_leaves=24
num_cat=0
split_feature=8 8 17 17 0 1 9 9 9 18 26 3 5 18 26 4 23 26 17 20 8 17 27
split_gain=0.00336158 0.00708667 0.00295009 0.0110561 0.00299429 0.00473999 0.00310878 0.00293785 0.00397416 0.00272593 0.00151529 0.010784 0.00405888 0.00146548 0.00121421 0.00169915 0.00255373 0.00129437 0.00108867 0.0019052 0.00178611 0.00163483 0.00143131
threshold=-0.10337499999999999 -0.11187999999999999 0.0036400000000000009 0.0065250000000000013 -0.072274999999999992 -0.064534999999999995 0.097365000000000021 0.094435000000000033 0.09310000000000003 -0.089234999999999995 0.10393000000000002 0.090360000000000024 -0.079124999999999987 -0.065634999999999985 0.096155000000000018 0.13707500000000003 -1.0000000180025095e-35 0.091195000000000012 -0.059294999999999994 -0.052259999999999994 -0.39070999999999995 0.056905000000000011 0.078065000000000023
decision_type=2 2 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 6 -6 7 8 -5 -1 14 -12 -13 -14 15 16 -2 -18 -11 -20 21 -21 -22
right_child=2 -3 3 4 5 -7 -8 -9 -10 18 11 12 13 -15 -16 -17 17 -19 19 20 22 -23 -24
leaf_value=0.00082929439349929527 0.00069386223914848731 0.0014272408504699451 -0.0016084211474803804 -8.1688570574567555e-05 -0.00099345186653367469 5.8497654320955856e-05 0.00061966915610990473 -0.00063111448617264154 0.000831979773457922 -0.00027577202846429508 0.0016162821603664011 -0.00072023051015644571 -0.00013942261544379203 0.00052366372284089267 -0.00035830931792079956 -0.00051956584741998709 -1.5239045874413351e-05 0.00026024596286841958 0.00058127584042953415 -0.00059777814975068145 0.00070480448195927258 0.00012182521000992002 -5.4248440784401376e-05
leaf_weight=48 56 46 51 505 86 81 70 83 52 87 47 63 54 79 90 57 1721 187 69 68 46 55 49
leaf_count=48 56 46 51 505 86 81 70 83 52 87 47 63 54 79 90 57 1721 187 69 68 46 55 49
internal_value=0 0.000252581 -3.2504e-05 -0.000182892 -9.90597e-05 -0.000478323 -8.69969e-06 -7.87067e-05 2.13937e-06 0.000122598 2.64346e-05 0.000261781 -5.88465e-05 0.000248286 -2.68691e-07 1.52707e-05 3.12097e-05 1.13318e-05 2.97101e-05 0.000125165 -1.54452e-05 -0.000269349 0.000304676
internal_weight=0 468 3282 928 877 167 710 640 557 422 2354 243 196 133 2111 2021 1964 1908 374 287 218 123 95
internal_count=3750 468 3282 928 877 167 710 640 557 422 2354 243 196 133 2111 2021 1964 1908 374 287 218 123 95
is_linear=0
shrinkage=0.0995203


Tree=7326
num_leaves=25
num_cat=0
split_feature=18 17 17 9 9 3 3 0 9 6 6 3 26 2 18 18 8 18 20 0 2 2 2 17
split_gain=0.0030394 0.00232285 0.00952697 0.0022757 0.00334547 0.00286971 0.0024924 0.00295743 0.00200609 0.0011262 0.00899475 0.00309568 0.002033 0.0037958 0.00165746 0.00303334 0.00316574 0.00297062 0.00392218 0.00224135 0.00195228 0.00369522 0.00332262 0.000990642
threshold=0.26473000000000008 0.0036400000000000009 0.006145000000000002 0.097035000000000024 0.095785000000000023 0.083725000000000022 0.10214500000000003 -0.06340999999999998 0.094435000000000033 0.090845000000000023 0.092120000000000021 0.12551500000000002 0.084355000000000027 -0.084314999999999987 -0.085454999999999989 -0.087724999999999984 -0.090809999999999988 -0.025879999999999997 -0.083135000000000001 -0.08892499999999999 -0.086050000000000001 -0.087444999999999995 -0.083974999999999994 -0.09744499999999999
decision_type=2 2 2 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 -4 -5 -8 -7 14 -11 12 -12 -14 15 16 -1 18 -16 -20 21 -19 -22 -18
right_child=-2 2 3 6 -6 8 7 -9 -10 10 11 -13 13 -15 17 -17 23 20 19 -21 22 -23 -24 -25
leaf_value=0.00086538692830513133 0.00063420553813783105 -0.0015361605653164739 0.00056216712374420794 -0.0008734470499043612 0.00082428172230687399 -6.292768379406563e-05 0.00034749540381347687 -0.00067466970971279171 -0.00073195224228855436 0.0014571706058395674 -0.00050431570564430359 0.00073770898471715472 0.00062041208816355435 -0.00024150900398214661 0.00024753060509469948 0.00087057310831929085 -7.3403401334484961e-05 5.3613295587088893e-05 -0.00018202909535053617 -0.0010883837478775093 -0.00056004471021600102 0.00095026318197354519 2.4711428949872985e-06 0.00019407667462579986
leaf_weight=47 74 46 69 67 46 669 63 50 48 49 88 51 78 143 56 52 403 238 46 75 117 57 911 207
leaf_count=47 74 46 69 67 46 669 63 50 48 49 88 51 78 143 56 52 403 238 46 75 117 57 911 207
internal_value=0 -9.94249e-06 -0.000134565 -7.00475e-05 0 -4.89094e-05 -0.000390901 -9.75457e-05 -0.000108858 4.01081e-05 0.000191934 1.74476e-05 -9.87813e-05 5.89943e-05 1.16266e-05 0.000137312 7.80297e-05 -4.72348e-05 -0.000430172 -0.000750585 3.37838e-06 0.000229639 -6.07543e-05 1.60224e-05
internal_weight=0 3676 1058 1012 832 786 180 113 717 2618 409 360 309 221 2209 709 657 1500 177 121 1323 295 1028 610
internal_count=3750 3676 1058 1012 832 786 180 113 717 2618 409 360 309 221 2209 709 657 1500 177 121 1323 295 1028 610
is_linear=0
shrinkage=0.0995203


Tree=7327
num_leaves=21
num_cat=0
split_feature=20 18 21 21 18 9 20 3 3 20 5 5 9 3 5 20 20 20 6 6
split_gain=0.00295259 0.00400711 0.00236016 0.00477967 0.0108366 0.00227829 0.00258448 0.0038892 0.00243163 0.00165456 0.00121898 0.00212978 0.00689731 0.00630992 0.00166063 0.00157192 0.00277981 0.00214117 0.00130391 0.00145193
threshold=-0.073489999999999986 0.19545000000000004 -0.091869999999999993 -0.018669999999999996 -0.081614999999999993 0.10646500000000002 -0.077394999999999992 0.12212000000000002 0.090765000000000026 -0.069854999999999987 -0.040404999999999996 -0.011514999999999999 0.08938500000000002 0.083815000000000014 -0.049719999999999993 -0.042414999999999994 -0.0073549999999999996 -0.054159999999999993 0.11884000000000002 0.10384500000000003
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 9 -1 4 -4 6 7 8 -5 -2 14 12 13 -12 15 17 -17 -11 19 -13
right_child=1 -3 3 5 -6 -7 -8 -9 -10 10 11 18 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.00036143748382599775 0.00055749967845920476 0.00094036210128022675 -0.0019329141508198644 0.00013424809208023147 0 -0.00075908434075787291 -0.00056489243532972561 0.00081867174318325732 -0.00025445547814631345 8.9741897140394153e-05 0.0010000426178355406 3.5339758218666233e-05 0.0011242760698200206 -0.0002687243481013003 -0.00062074283857140109 0.00055403521984044286 -3.3852594187191746e-05 -0.00079518168780776295 0.00042030585816137139 -0.00037041120402522934
leaf_weight=84 60 50 48 314 73 49 88 54 321 48 51 968 79 162 48 87 934 58 78 96
leaf_count=84 60 50 48 314 73 49 88 54 321 48 51 968 79 162 48 87 934 58 78 96
internal_value=0 5.69325e-05 -0.00014084 -0.000186257 -0.000771428 -9.95445e-05 -5.68982e-05 6.79535e-06 -6.0957e-05 4.0076e-05 2.78628e-05 8.96364e-05 0.000329749 3.12218e-05 -4.68305e-05 -2.16607e-05 1.54399e-05 -0.000386739 2.75248e-05 -4.99981e-07
internal_weight=0 2719 1031 947 121 826 777 689 635 2669 2609 1434 292 213 1175 1127 1021 106 1142 1064
internal_count=3750 2719 1031 947 121 826 777 689 635 2669 2609 1434 292 213 1175 1127 1021 106 1142 1064
is_linear=0
shrinkage=0.0995203


Tree=7328
num_leaves=21
num_cat=0
split_feature=18 18 8 8 8 20 3 3 9 9 2 26 1 9 9 5 9 1 5 8
split_gain=0.0168776 0.00524207 0.0261562 0.00227021 0.00240676 0.00227336 0.00151434 0.00263671 0.0014117 0.00200841 0.00141445 0.00186636 0.00236328 0.00578268 0.00114369 0.00203229 0.00274336 0.00112373 0.001086 0.00106603
threshold=0.31690500000000005 -0.10387 -0.086995000000000003 -0.070134999999999989 -0.014194999999999999 -0.075604999999999992 0.097595000000000029 0.10920500000000002 0.096130000000000021 0.09697500000000002 0.50951500000000005 0.098185000000000022 -0.083284999999999984 0.091750000000000012 0.098465000000000011 -0.46834999999999999 0.11296000000000002 -0.49367499999999997 -0.54885499999999998 -0.073999999999999996
decision_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 -5 -4 17 -8 10 -10 11 18 -13 -14 -11 -16 -17 -6 -3 -20
right_child=-2 8 3 4 6 -7 7 -9 9 14 -12 12 13 -15 15 16 -18 -19 19 -21
leaf_value=0.0025444138057139068 -0.001887533946682901 -0.00048823150158830577 -0.00075809745504164608 0.00082973126501605934 7.2588551329689408e-06 0.00011914100646998772 -0.00070603149381398556 0.00019962513272044042 0.00072094718552498382 -0.00031480324465189374 0.00045362130786675447 -0.00087244475562626034 -0.00075539770212221529 0.00041218094801463549 -0.00046381175703831356 0.00048587949557403958 -4.462351702818409e-05 0.0006924128962706767 -6.0108379654194111e-05 9.0548533178000991e-05
leaf_weight=48 46 50 54 55 46 61 49 89 52 66 55 59 79 89 50 183 199 55 1692 639
leaf_count=48 46 50 54 55 46 61 49 89 52 66 55 59 79 89 50 183 199 55 1692 639
internal_value=0 3.05966e-05 0.000346042 8.60404e-05 0.000234218 -0.000285661 9.37504e-05 -0.000116017 -1.40159e-05 0.000130764 -4.42253e-05 -5.50382e-05 -0.000328047 -0.000131986 6.74947e-05 0.000127796 0.000207375 0.000388468 -2.86663e-05 -1.84574e-05
internal_weight=0 3670 457 409 294 115 239 138 3213 550 2663 2608 227 168 498 432 382 101 2381 2331
internal_count=3716 3670 457 409 294 115 239 138 3213 550 2663 2608 227 168 498 432 382 101 2381 2331
is_linear=0
shrinkage=0.0995203


Tree=7329
num_leaves=19
num_cat=0
split_feature=18 18 8 21 21 3 21 21 0 21 9 9 0 17 17 30 26 3
split_gain=0.0136859 0.00426575 0.0211963 0.00188551 0.00213272 0.00136516 0.00134001 0.00130494 0.00120197 0.00347269 0.00108538 0.00408256 0.00108143 0.00424483 0.00297434 0.00131386 0.00163252 0.00102818
threshold=0.31690500000000005 -0.10387 -0.086995000000000003 0.12603000000000006 0.10886500000000003 0.11642500000000001 -0.087739999999999999 -0.092419999999999988 -0.23032 0.090285000000000018 0.088825000000000029 0.09550500000000002 -0.13752999999999999 -0.093784999999999993 -0.052269999999999997 0.11290000000000001 0.11880500000000002 0.087170000000000011
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 10 -6 7 -3 9 -8 17 -12 13 -10 -15 16 -14 -4
right_child=-2 6 3 -5 5 -7 8 -9 12 -11 11 -13 15 14 -16 -17 -18 -19
leaf_value=0.0022911933173271793 -0.001699686184473454 6.0173294386438961e-05 0.00025290120044731254 0.00056974637377878114 -0.00078991251870890627 -1.6767534958955183e-05 -0.00079496539982516182 0.00072624884999265241 -0.00071898462989665544 0.00029828114068336059 0.0010592542219408599 -0.00018680508280439741 -4.9972272622545898e-05 0.00093906141509412621 0.00013329381643317523 -0.00055146184284074072 0.00022525136294253512 -0.00027628133307297287
leaf_weight=48 46 88 66 65 48 47 69 46 46 48 48 55 2363 59 212 48 234 80
leaf_count=48 46 88 66 65 48 47 69 46 46 48 48 55 2363 59 212 48 234 80
internal_value=0 2.75738e-05 0.000312139 7.78761e-05 -1.26849e-05 -0.000416027 -1.26464e-05 0.000294935 -2.62984e-05 -0.000339457 0.000137913 0.000385935 -1.36521e-05 0.000159589 0.00031174 -3.47243e-05 -2.48583e-05 -3.14548e-05
internal_weight=0 3670 457 409 344 95 3213 134 3079 117 249 103 2962 317 271 2645 2597 146
internal_count=3716 3670 457 409 344 95 3213 134 3079 117 249 103 2962 317 271 2645 2597 146
is_linear=0
shrinkage=0.0995203


Tree=7330
num_leaves=18
num_cat=0
split_feature=18 18 0 6 26 3 1 20 21 2 9 9 9 0 6 2 24
split_gain=0.0110978 0.00345335 0.0189645 0.0022248 0.00166388 0.00230979 0.002694 0.00114524 0.00109111 0.00157414 0.00104723 0.00240907 0.00216907 0.00214766 0.00171688 0.00129699 0.00158389
threshold=0.31690500000000005 -0.10387 -0.110495 -0.067359999999999989 0.090385000000000021 0.10920500000000002 -0.50388999999999995 -0.077945 -0.087739999999999999 -0.087245000000000003 0.09649000000000002 0.097910000000000011 0.099125000000000033 -0.1021 0.11816500000000002 0.50951500000000005 -0.063789999999999986
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 9 -3 14 -12 -13 -14 15 16 -10
right_child=-2 8 3 4 -6 -7 -8 -9 10 -11 11 12 13 -15 -16 -17 -18
leaf_value=0.002197752688399788 -0.0015305331254969687 -0.00010680236038406192 -0.00065212355090298404 0.00042598354941676908 0.00060139351480180522 0.0005800160040515444 -0.00043817495115525536 -2.605464292093617e-06 -0.00053822578373999362 0.00057052825249818907 0.00068845869164359177 -0.00062078341702653101 -0.00051173942960013041 0.00018935215759353959 -0.0004848326481663706 0.0004516515717591439 -3.1459289439764113e-05
leaf_weight=46 46 59 52 54 79 62 103 61 63 75 62 46 49 347 87 53 2372
leaf_count=46 46 59 52 54 79 62 103 61 63 75 62 46 49 347 87 53 2372
internal_value=0 2.48519e-05 0.000280896 6.43655e-05 0.000208593 6.31603e-05 -0.000135734 -0.000308743 -1.13117e-05 0.000266192 -2.36547e-05 0.000107023 2.36123e-05 0.000100534 -4.955e-05 -3.40001e-05 -4.49069e-05
internal_weight=0 3670 457 411 298 219 157 113 3213 134 3079 504 442 396 2575 2488 2435
internal_count=3716 3670 457 411 298 219 157 113 3213 134 3079 504 442 396 2575 2488 2435
is_linear=0
shrinkage=0.0995203


Tree=7331
num_leaves=17
num_cat=0
split_feature=1 18 0 6 9 9 5 6 30 26 9 3 3 4 4 21
split_gain=0.0105735 0.00296857 0.0152039 0.00192436 0.00125924 0.00185431 0.00129671 0.00105703 0.00101581 0.00139913 0.00270137 0.00877193 0.00122828 0.00192865 0.00203589 0.000783448
threshold=-0.55579999999999996 -0.10387 -0.110495 -0.067359999999999989 0.089645000000000016 0.09550500000000002 0.27287000000000011 -0.047974999999999997 0.11901000000000002 0.12236500000000003 0.11296000000000002 0.10214500000000003 0.15108000000000005 0.14039500000000002 0.13491500000000003 0.10886500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 15 6 -6 -5 -7 9 12 11 -11 13 14 -3 -4
right_child=1 8 3 4 5 7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.0014324012105307266 0.0019790319761153015 -6.4026783799582011e-06 0 0.00024602008422014492 0.0009047705634389763 0.00049271910669787013 -0.00035819534389384315 -0.0001606157573362015 -0.00041432983582338127 -0.00015201584321003972 -0.00016384355731115249 0.0016339783899684385 -0.0003931915469497588 0.00061842966487699654 -0.0006744003303346583 -0.00052070278253225975
leaf_weight=50 46 2784 52 85 50 46 60 50 60 65 83 46 84 48 46 61
leaf_count=50 46 2784 52 85 50 46 60 50 60 65 83 46 84 48 46 61
internal_value=0 2.46014e-05 0.000264069 6.67743e-05 0.000203755 0.000410088 0 0.000143913 -8.65162e-06 -6.79717e-07 0.000257968 0.000580751 -1.78966e-05 -6.65839e-06 -1.75499e-05 -0.000278738
internal_weight=0 3666 450 404 291 146 145 96 3216 3156 194 111 2962 2878 2830 113
internal_count=3716 3666 450 404 291 146 145 96 3216 3156 194 111 2962 2878 2830 113
is_linear=0
shrinkage=0.0995203


Tree=7332
num_leaves=25
num_cat=0
split_feature=9 6 5 9 3 6 0 5 17 2 6 3 6 0 3 5 8 3 3 6 6 9 5 3
split_gain=0.00201259 0.00182516 0.00320021 0.00493997 0.00390997 0.00304151 0.00175602 0.00350389 0.00318607 0.00221893 0.00307036 0.00872388 0.00218163 0.00202179 0.00316307 0.00308091 0.00541788 0.00278596 0.00202413 0.00189523 0.00156652 0.00150355 0.00148344 0.00108663
threshold=-0.37999999999999995 -0.13578499999999999 -0.5315899999999999 0.11351500000000002 0.13902500000000004 -0.14723999999999998 -0.14680499999999999 -0.50749999999999995 -0.095109999999999986 -0.079739999999999991 -0.095554999999999987 0.09940000000000003 0.10877500000000002 -0.085754999999999984 0.11225500000000002 -0.059289999999999995 -0.08731499999999999 0.10426500000000002 0.085035000000000013 0.12080000000000003 -0.42102499999999998 0.11351500000000002 -0.091729999999999992 0.11816500000000002
decision_type=2 2 2 2 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 20 7 -3 -9 13 11 -11 21 15 17 18 -17 -15 -8 -14 -4 -12 -10 -16
right_child=1 6 3 -5 -6 -7 9 8 22 10 12 -13 19 14 23 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.00059237860773760748 0.00084585455487943097 -0.00085930916075067183 0.00021770073710877368 -0.00083954759769574755 0.00089020432959305144 0.00076210491629221994 -0.00043063365643250512 -0.00074898778762793358 0.00054148258997009353 0.0013886494364941568 -8.6686516159179732e-05 -0.00026549453180800862 0.00063251473525028279 -1.67071294886683e-05 -0.0009023057759432638 7.5674399193482528e-06 -0.00085199141273876609 0.00054669012876447918 0.0001549425755891413 5.0154587396629426e-05 -0.00028724217393147041 0.0003502032139955931 -9.1002485128594395e-05 -0.00020103176956990051
leaf_weight=61 60 76 97 52 66 49 82 50 62 62 799 63 98 899 48 127 164 96 203 135 159 86 86 47
leaf_count=61 60 76 97 52 66 49 82 50 62 62 799 63 98 899 48 127 164 96 203 135 159 86 86 47
internal_value=0 -1.54103e-05 0.000164504 6.59235e-05 0.000195043 4.193e-05 -4.29683e-05 -0.000284051 -5.91096e-05 -1.99793e-05 8.02905e-05 0.000548412 2.72191e-05 -9.52818e-05 -1.47847e-05 -0.00024619 -0.000474044 3.68281e-05 -1.06667e-05 0.000298609 -9.27184e-05 -4.33067e-05 0.000168426 -0.000563977
internal_weight=0 3666 483 423 371 305 3183 274 198 2909 1243 125 1118 1666 1090 576 291 995 285 233 256 885 148 95
internal_count=3727 3666 483 423 371 305 3183 274 198 2909 1243 125 1118 1666 1090 576 291 995 285 233 256 885 148 95
is_linear=0
shrinkage=0.0995203


Tree=7333
num_leaves=13
num_cat=0
split_feature=9 25 9 26 0 1 21 0 3 18 1 2
split_gain=0.00163171 0.00166688 0.00157382 0.00220128 0.00288383 0.00596127 0.00196957 0.00211612 0.0018649 0.00168106 0.00278168 0.00277184
threshold=-0.37999999999999995 0.096120000000000025 0.099125000000000033 -0.23202999999999999 -0.1021 0.10637500000000003 0.13276500000000005 -0.233955 0.10341500000000002 -0.120155 -0.49056499999999997 -0.096314999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 8 7 -2 -6 11 -11 -9
right_child=1 -3 3 4 5 -7 -8 9 -10 10 -12 -13
leaf_value=-0.00053342498382640772 -0.00063890508743069468 0.00055051513375679612 -0.00042665444973639651 -0.00051449906581514453 0.00047285128961638658 0.0011330029249766865 0.0004196403006165657 -0.0008986390345983227 -3.3567259512769183e-05 0.00042077132791323147 -4.9056621291588617e-05 -0.00011604456747398034
leaf_weight=61 62 51 59 47 104 71 86 58 226 131 2558 213
leaf_count=61 62 51 59 47 104 71 86 58 226 131 2558 213
internal_value=0 -1.38544e-05 -2.20429e-05 0.000140123 0.000216593 0.000304323 -4.876e-05 -6.23606e-05 0.000123551 -5.00078e-05 -2.58636e-05 -0.000286558
internal_weight=0 3666 3615 507 448 401 3108 3022 330 2960 2689 271
internal_count=3727 3666 3615 507 448 401 3108 3022 330 2960 2689 271
is_linear=0
shrinkage=0.0995203


Tree=7334
num_leaves=24
num_cat=0
split_feature=22 20 18 8 4 0 4 4 4 10 20 5 18 3 18 18 18 8 4 22 22 5 0
split_gain=0.00153469 0.00147671 0.00206862 0.00128001 0.00207236 0.00492332 0.003539 0.00155247 0.00333105 0.00154045 0.00150227 0.00354166 0.00223724 0.00761567 0.0166627 0.00140721 0.00126328 0.00122447 0.00119058 0.00215106 0.00127893 0.00314706 0.00100845
threshold=0.079065000000000024 0.059705000000000015 -0.040349999999999997 -0.084554999999999991 0.11240500000000002 -0.087394999999999987 0.10716000000000002 0.10098000000000003 0.094025000000000011 0.085585000000000022 -0.085594999999999991 -0.02504 -0.018629999999999997 0.088115000000000013 -0.086894999999999986 0.10361000000000002 0.091725000000000015 0.10528000000000003 0.11394500000000003 0.11279500000000002 0.095670000000000019 -0.087699999999999986 -0.086254999999999984
decision_type=2 2 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 10 6 -6 7 8 -5 -9 11 -1 13 14 -12 16 -14 -7 19 20 21 -2 -17
right_child=18 2 -4 4 5 17 -8 9 -10 -11 12 -13 15 -15 -16 22 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00073121181906670612 -0.00012297521537897379 -0.00090859721678645373 -5.2527469787965792e-05 1.4366146455677973e-05 0.0011693786201517691 0.00024221821817405124 -0.00077718106502906606 0.00081799609230100417 -0.00080933176078475696 0 7.55396000734472e-05 -0.00033227715100080541 -7.7139270548864393e-05 0.00022025982300619856 -0.0023995434295409428 -0.00061083168123795932 0.00031199386491973977 -0.00039742851636925759 -0.00014013714792639591 0.00091307816391726594 -0.00012112684632771965 0.00094125622318862352 -3.5025115175624461e-06
leaf_weight=64 56 46 77 1743 51 83 58 46 50 46 60 59 619 89 48 77 95 46 80 46 90 52 46
leaf_count=64 56 46 77 1743 51 83 58 46 50 46 60 59 619 89 48 77 95 46 80 46 90 52 46
internal_value=0 -4.02779e-05 -0.000379339 -2.73135e-05 1.82513e-05 0.000341449 -1.12685e-05 1.18638e-05 -8.14713e-06 0.000410757 -0.000111629 0.000214428 -0.000151207 -0.000453835 -0.00101692 -7.90007e-05 -2.42173e-05 7.78113e-06 0.000186144 0.000296477 0.000149091 0.000381853 -0.000390356
internal_weight=0 3403 123 3280 2123 180 1943 1885 1793 92 1157 123 1034 197 108 837 714 129 324 244 198 108 123
internal_count=3727 3403 123 3280 2123 180 1943 1885 1793 92 1157 123 1034 197 108 837 714 129 324 244 198 108 123
is_linear=0
shrinkage=0.0995203


Tree=7335
num_leaves=21
num_cat=0
split_feature=22 9 3 18 5 17 26 3 5 3 18 2 6 1 18 17 3 5 35 8
split_gain=0.00123885 0.00160369 0.0012443 0.00346284 0.00819877 0.00560498 0.00133857 0.0031547 0.00222524 0.00134398 0.00119672 0.00118397 0.00268045 0.00292743 0.00138416 0.000988692 0.00144598 0.00258976 0.00117273 0.000656712
threshold=0.079065000000000024 -0.37999999999999995 0.085845000000000019 -0.016464999999999997 -0.0078499999999999976 -0.14169499999999999 -0.23202999999999999 0.14530500000000005 -0.11065499999999999 0.086285000000000014 0.086800000000000016 -0.085089999999999985 -0.095324999999999993 0.00039500000000000011 0.077940000000000023 0.10932500000000002 0.083875000000000019 -0.01504 -0.076159999999999992 -0.080445000000000003
decision_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 -3 -6 -4 9 -9 -8 -11 19 13 -13 -15 16 18 -18 -5 -2
right_child=11 2 6 15 5 -7 7 8 -10 10 -12 12 -14 14 -16 -17 17 -19 -20 -21
leaf_value=-0.0005700712594689638 -0.00029409602144124194 -0.0012761375794311911 -0.00037352661124733102 -0.00026675358304678582 -0.00083117002500279953 0.00048845881144833365 0.00042203294342534726 0.0010076454466493368 0.00012652188032147429 2.0080580311192767e-05 -0.00014286936311620424 0.0010963575022037877 -0.00025800631975189436 0.00055347755592497351 -0.00019820293853501839 0.00037114749576011401 -0.00060843955247176929 0.00011114718840259855 0.00026083474352256864 0.00018423972439168446
leaf_weight=55 66 80 90 55 51 85 70 52 68 1785 593 57 58 49 46 63 99 96 161 48
leaf_count=55 66 80 90 55 51 85 70 52 68 1785 593 57 58 49 46 63 99 96 161 48
internal_value=0 -3.62887e-05 -2.72753e-05 -0.000146382 -0.000476675 -3.82811e-07 3.33595e-06 1.68625e-05 0.000515164 -7.22963e-06 -2.02099e-05 0.000167116 0.000308155 0.000529576 0.000180889 2.40474e-06 -5.21261e-05 -0.000249983 0.000122705 -8.55106e-05
internal_weight=0 3403 3348 690 216 136 2658 2568 120 2448 2378 324 210 152 95 474 411 195 216 114
internal_count=3727 3403 3348 690 216 136 2658 2568 120 2448 2378 324 210 152 95 474 411 195 216 114
is_linear=0
shrinkage=0.0995203


Tree=7336
num_leaves=20
num_cat=0
split_feature=3 3 3 5 17 8 8 0 28 36 4 17 8 0 1 17 1 17 1
split_gain=0.00490653 0.022739 0.00412482 0.0161248 0.00439596 0.00369545 0.0061912 0.00277725 0.00192436 0.00181993 0.00311058 0.00174676 0.00245279 0.00159046 0.00152275 0.00207306 0.00142215 0.00133288 0.00118958
threshold=0.08400500000000001 0.083725000000000022 0.085545000000000024 -0.0018599999999999999 -0.0038549999999999999 0.10228000000000002 0.15415000000000004 -0.057604999999999996 0.094675000000000023 0.088355000000000031 0.11189500000000001 -1.0000000180025095e-35 -0.081915000000000002 -0.087184999999999999 -0.50290499999999982 -0.55380499999999999 -0.087154999999999996 -0.50029000000000001 0.26846000000000009
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 13 8 -7 -8 14 10 11 12 -1 -2 17 -16 -15 -4 -17
right_child=2 -3 5 -5 -6 6 7 -9 -10 -11 -12 -13 -14 16 15 18 -18 -19 -20
leaf_value=0.00014012719280517719 0.00010261747156813071 -0.0023419707686719968 0.00074526550240364164 0.0018546041888471002 0.00060002436260874186 0.0012358807730485813 0.00043499157188536005 -0.00052684685013035682 0.00062555338491136303 0.00034723178115476743 -0.00081999212245767949 0.00043324830073393662 -0.00067044282538333366 -0.00013015163981140848 -0.00063178902453356626 3.8194038568556615e-06 -0.00093221771646752761 4.8217223680885747e-05 -0.0002136821189854729
leaf_weight=91 63 48 47 61 90 65 71 51 47 91 57 66 61 47 56 2332 46 71 278
leaf_count=91 63 48 47 61 90 65 71 51 47 91 57 66 61 47 56 2332 46 71 278
internal_value=0 -0.000305045 5.81586e-05 0.000405859 4.32899e-05 2.25181e-05 0.000451056 2.62015e-05 -5.49952e-06 -3.56702e-05 -0.000165353 2.05938e-06 -0.000179782 -0.000272656 -1.64471e-05 -3.22119e-05 -0.000535675 0.000332793 -1.90338e-05
internal_weight=0 414 3325 307 246 3018 187 122 2831 366 275 218 152 156 2784 2666 93 118 2610
internal_count=3739 414 3325 307 246 3018 187 122 2831 366 275 218 152 156 2784 2666 93 118 2610
is_linear=0
shrinkage=0.0995203


Tree=7337
num_leaves=14
num_cat=0
split_feature=23 1 1 1 0 28 36 4 17 9 4 4 17
split_gain=0.00540759 0.0034789 0.0130084 0.0106378 0.00194038 0.00210418 0.00194554 0.00192663 0.00161489 0.00220501 0.00498545 0.00214707 0.00112567
threshold=-0.069894999999999999 -0.095674999999999996 -0.091829999999999995 -0.10771499999999999 -0.0033699999999999997 0.088260000000000019 0.088355000000000031 0.14646500000000004 -0.012064999999999999 0.09550500000000002 0.10300500000000003 0.094025000000000011 0.11012500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 8 5 6 7 -4 9 10 11 -2 -10
right_child=1 2 4 -5 -6 -7 -8 -9 12 -11 -12 -13 -14
leaf_value=0.0010884408532760312 0.00022994044642336056 -0.001342762639242301 -7.1932785334597536e-06 0.0016002115791293749 -0.00061574920491836967 0.00067121865569296879 0.00059584729778620568 -0.0006370758820330941 -0.00052348848965873425 -0.00028173272866712022 0.0010066442078163413 -0.00051507836397068994 6.0021689701485052e-05
leaf_weight=46 200 74 2842 51 51 46 52 49 61 77 77 47 66
leaf_count=46 200 74 2842 51 51 46 52 49 61 77 77 47 66
internal_value=0 2.44577e-06 -3.89808e-05 0.000226662 -6.97471e-06 3.13868e-06 -7.02547e-06 -1.81524e-05 9.24386e-05 0.000191469 0.000306454 8.48614e-05 -0.000213801
internal_weight=0 3693 3114 579 3040 2989 2943 2891 528 401 324 247 127
internal_count=3739 3693 3114 579 3040 2989 2943 2891 528 401 324 247 127
is_linear=0
shrinkage=0.0995203


Tree=7338
num_leaves=18
num_cat=0
split_feature=26 3 3 3 5 17 26 2 5 0 5 5 17 26 11 26 29
split_gain=0.00469264 0.00382931 0.0182205 0.00373 0.0127551 0.00360437 0.00246467 0.00146288 0.00148245 0.00126526 0.00133337 0.00124683 0.00110096 0.00101171 0.0014848 0.00203378 0.000914946
threshold=0.5128250000000002 0.08400500000000001 0.083725000000000022 0.085545000000000024 -0.0018599999999999999 -0.0038549999999999999 0.09032500000000003 -0.241895 0.63223000000000018 -0.087184999999999999 -0.0093650000000000001 0.51659500000000014 -0.55026999999999993 0.08494500000000002 -0.079369999999999996 0.047170000000000011 -0.08416499999999999
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 9 13 -5 11 -3 -11 12 -9 14 16 -16 -1
right_child=-2 3 -4 7 -6 -7 -8 8 -10 10 -12 -13 -14 -15 15 -17 -18
leaf_value=0.00060872397708556483 0.00094420784859272449 9.2371616901399417e-05 -0.0021075904480274679 0.00048925842472956728 0.0016559552939283085 0.00054883220090205722 -0.00069326834574406535 -0.00042247718193425915 -0.00049674841407391695 -0.00085906357294276124 -8.3640592295415031e-05 0.00039814133836296289 1.4213292791710846e-06 0.00048952666992599055 -0.00042327460358354216 0.00031684547304170835 0
leaf_weight=47 53 63 48 60 61 90 50 62 60 46 47 77 2706 46 119 52 52
leaf_count=47 53 63 48 60 61 90 50 62 60 46 47 77 2706 46 119 52 52
internal_value=0 8.1738e-07 -0.000284123 3.71205e-05 0.00036736 4.45026e-05 -4.27423e-05 2.65093e-06 -7.11769e-06 -0.000241209 -0.000475986 2.92071e-06 -7.77777e-06 5.75985e-05 -1.29574e-05 -0.000193422 0.000290484
internal_weight=0 3686 414 3272 307 246 366 2965 2905 156 93 2845 2768 316 270 171 99
internal_count=3739 3686 414 3272 307 246 366 2965 2905 156 93 2845 2768 316 270 171 99
is_linear=0
shrinkage=0.0995203


Tree=7339
num_leaves=17
num_cat=0
split_feature=26 3 3 3 0 17 26 36 6 17 17 2 8 2 28 9
split_gain=0.00380464 0.00310061 0.014778 0.00302397 0.00982124 0.003472 0.00200089 0.00151493 0.00415616 0.00151346 0.00121787 0.00118609 0.00112547 0.000952675 0.000815216 0.00101414
threshold=0.5128250000000002 0.08400500000000001 0.083725000000000022 0.085545000000000024 -0.082404999999999992 -0.0038549999999999999 0.09032500000000003 0.088355000000000031 -0.19631499999999999 -0.012754999999999999 -0.096019999999999994 -0.241895 -0.086404999999999996 0.41639000000000009 0.081965000000000024 0.13087500000000005
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 9 7 8 -1 12 -10 -5 -3 14 15 -13
right_child=-2 3 -4 11 -6 -7 -8 -9 10 -11 -12 13 -14 -15 -16 -17
leaf_value=-0.00092150376341051715 0.000850240112242919 0.00037551008049184308 -0.0018978426056804507 0.0004405673437623369 0.0014501872260812274 0.00055185421309738854 -0.00062427416560316158 0.00043428163928390268 -0.00024306197724747138 -0.00060386420872549345 0.00029789092489738967 -1.4863443856691696e-05 -0.00031236223800253988 -0.0003923700432192253 0.00038861694869128796 0.0003827203324540437
leaf_weight=46 53 46 48 60 62 87 50 78 58 64 134 2725 48 62 53 65
leaf_count=46 53 46 48 60 62 87 50 78 58 64 134 2725 48 62 53 65
internal_value=0 7.62126e-07 -0.000255614 3.34511e-05 0.0003308 4.41855e-05 -3.80032e-05 5.21707e-05 -6.96194e-05 -0.000230172 0.000130214 2.38711e-06 1.55474e-05 -6.3813e-06 1.74839e-06 -5.30732e-06
internal_weight=0 3686 414 3272 307 245 366 316 238 158 192 2965 94 2905 2843 2790
internal_count=3739 3686 414 3272 307 245 366 316 238 158 192 2965 94 2905 2843 2790
is_linear=0
shrinkage=0.0995203


Tree=7340
num_leaves=12
num_cat=0
split_feature=6 2 9 3 7 9 0 26 9 6 3
split_gain=0.00358431 0.00463892 0.00338529 0.00805086 0.00383583 0.00250902 0.00195886 0.00153332 0.00212276 0.00119821 0.000550616
threshold=0.18123500000000006 -0.24206999999999998 0.11351500000000002 0.13977500000000004 0.085015000000000021 0.11741500000000002 -0.25289499999999993 0.11991000000000003 0.095415000000000014 0.12080000000000003 0.10525500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 6 -4 -3 9 -9 -8 -7
right_child=-2 2 3 -5 -6 10 7 8 -10 -11 -12
leaf_value=-0.00099226789300306756 0.00062235999920020018 0.00057040818624320424 0.0004718451016243812 -0.0015294437491696819 0.00072725126594466261 -0.00010568548933388521 2.6454063782424069e-05 3.0673672330598952e-05 -0.00067652016849247269 -0.00040492833384322713 -0.00054712271354325057
leaf_weight=47 91 61 58 47 76 65 2999 88 77 65 58
leaf_count=47 91 61 58 47 76 65 2999 88 77 65 58
internal_value=0 -9.90596e-06 2.71297e-06 -0.00036815 2.8077e-05 -6.20755e-05 1.16771e-05 8.68365e-07 -0.000294389 1.70355e-05 -0.000320499
internal_weight=0 3641 3594 228 3366 181 3290 3229 165 3064 123
internal_count=3732 3641 3594 228 3366 181 3290 3229 165 3064 123
is_linear=0
shrinkage=0.0995203


Tree=7341
num_leaves=13
num_cat=0
split_feature=13 2 9 4 24 26 21 26 29 5 0 5
split_gain=0.00326685 0.00378906 0.00320478 0.0059247 0.00415749 0.00296019 0.00237388 0.00229467 0.00166519 0.00152742 0.00149819 0.00116077
threshold=0.089365000000000014 -0.24206999999999998 0.11351500000000002 0.12719000000000005 -0.070120000000000002 0.11991000000000003 0.15544000000000005 0.12598500000000004 0.096845000000000028 -0.095609999999999987 -0.061654999999999995 -0.052494999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 -3 6 8 -7 -6 -4 -11 -9
right_child=-2 2 3 -5 5 7 -8 11 -10 10 -12 -13
leaf_value=-0.00089351719994431136 0.00082933095657487018 0.00095096790669196548 0.00035159196310203362 -0.0013217185799511439 3.7742239109090043e-05 -0.00087716706988125929 0.00073369974734958227 0.00025258501594108672 -0.00049975620662484068 0 -0.00064505719669364628 -0.00044619212365909418
leaf_weight=47 47 48 54 49 3084 62 48 47 58 82 60 46
leaf_count=47 47 48 54 49 3084 62 48 47 58 82 60 46
internal_value=0 -5.55177e-06 5.69502e-06 -0.000341634 3.10161e-05 1.75702e-05 3.84416e-05 -0.000406695 2.75597e-05 -9.24365e-05 -0.000267057 -8.42443e-05
internal_weight=0 3685 3638 245 3393 3345 3190 155 3142 196 142 93
internal_count=3732 3685 3638 245 3393 3345 3190 155 3142 196 142 93
is_linear=0
shrinkage=0.0995203


Tree=7342
num_leaves=11
num_cat=0
split_feature=6 2 9 2 29 6 5 9 26 0
split_gain=0.00296997 0.00305036 0.0024219 0.00412342 0.00361766 0.00181625 0.00177739 0.00129149 0.00126887 0.0010913
threshold=0.21988000000000005 -0.24206999999999998 0.11408000000000003 -0.050194999999999997 0.12330000000000002 -0.072219999999999993 -0.54165499999999989 0.10892000000000003 -0.2382 -0.062294999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 6 -4 -3 8 -8 -7
right_child=-2 2 3 -5 -6 9 7 -9 -10 -11
leaf_value=-0.00080459420255441221 0.00063739340961531995 0.00045668454441524759 0.0005054892766643245 -0.00090471814131701603 0.00084704134260104279 5.7498684212605339e-05 -0.00051087838676398812 -0.0004276468707064065 1.5359674098816111e-05 -0.00060113193141928087
leaf_weight=47 72 86 47 77 52 50 46 69 3140 46
leaf_count=47 72 86 47 77 52 50 46 69 3140 46
internal_value=0 -7.96105e-06 2.17545e-06 -0.000317563 2.31484e-05 0 1.00801e-05 -1.46811e-06 7.50481e-06 -0.000249568
internal_weight=0 3660 3613 220 3393 143 3341 3255 3186 96
internal_count=3732 3660 3613 220 3393 143 3341 3255 3186 96
is_linear=0
shrinkage=0.0995203


Tree=7343
num_leaves=13
num_cat=0
split_feature=13 9 4 29 8 4 4 0 4 5 23 18
split_gain=0.00261032 0.00199383 0.00538865 0.00448188 0.00237921 0.00273553 0.00816596 0.00387252 0.00193886 0.00193158 0.00187639 0.00163207
threshold=0.089365000000000014 0.11408000000000003 0.12719000000000005 0.12951500000000005 -0.49499500000000002 0.10495500000000003 0.10252500000000002 -0.19126499999999999 0.09939000000000002 -0.095609999999999987 -0.017849999999999998 0.022040000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 -1 6 8 -7 -6 -3 -9 -11
right_child=-2 2 -4 -5 5 7 -8 10 -10 11 -12 -13
leaf_value=-0.00056957143079483692 0.00074095521019777136 0.000467387877561539 -0.0012393916425460674 0.00098944628569538808 -9.5555589382706986e-06 0.00095774111748805001 -0.0011438966290980446 -0.00030366071919158674 0.00060380650406137893 6.752860418893778e-05 0.00023002179256798659 -0.000607397013767962
leaf_weight=71 47 52 47 46 2752 64 63 81 52 74 318 65
leaf_count=71 47 52 47 46 2752 64 63 81 52 74 318 65
internal_value=0 -5.33405e-06 -0.000284086 1.3675e-05 2.36566e-07 1.26315e-05 -2.3357e-05 0.000237248 1.52726e-06 -4.47239e-05 0.000119629 -0.000242195
internal_weight=0 3685 238 3447 3401 3330 2867 463 2804 191 399 139
internal_count=3732 3685 238 3447 3401 3330 2867 463 2804 191 399 139
is_linear=0
shrinkage=0.0995203


Tree=7344
num_leaves=30
num_cat=0
split_feature=8 8 26 9 3 3 5 5 3 5 8 18 8 8 12 9 2 1 8 5 20 2 2 2 2 2 5 0 1
split_gain=0.0018787 0.00422152 0.0103195 0.00476961 0.00419648 0.0190664 0.00253639 0.00228255 0.00179759 0.00163255 0.00135303 0.00132146 0.00218718 0.00215073 0.00114275 0.00108845 0.00114234 0.00170588 0.00243913 0.00184862 0.00103184 0.000944327 0.00346703 0.00149403 0.002053 0.00117779 0.000588618 0.000326844 0.000264431
threshold=-0.083849999999999994 -0.086304999999999993 0.088545000000000026 0.084435000000000024 0.085965000000000028 0.08544000000000003 -0.012164999999999999 -0.014739999999999998 0.084795000000000023 -0.50749999999999995 -0.084855 -0.015069999999999998 -0.012329999999999999 -0.013304999999999999 0.082870000000000013 0.14523000000000005 0.11241000000000002 0.10924000000000002 -0.020084999999999999 -0.095169999999999991 -0.048779999999999997 -0.085944999999999994 -0.089549999999999991 -0.084314999999999987 -0.082794999999999994 -0.080695000000000003 -0.0081349999999999981 -0.044789999999999996 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 2 2 2
left_child=1 14 3 7 5 8 10 -3 11 20 -5 12 -2 -13 21 16 17 19 -19 -11 -6 22 26 -23 -25 -26 28 -15 -1
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leaf_value=-0.00028274071499574812 -0.00072433328008573051 0.00017631634917489826 0.0015906607237198582 0.00039237586979995812 0 -0.0022492668034670535 -0.00085816684756587452 0.001122180095687747 -0.00062735685420869675 0.00037509293747829654 -0.00035035539558626096 0.00078180195338945131 0.00016912020903860365 0.00013722829088156437 0.00045527963624172906 0.00046664943935751865 0.00036331148250918273 9.2236584504527437e-05 -0.00082641310525661041 -2.1828758834904816e-05 -0.00062091172537236735 0.00044928944348758147 -0.00083937362823600437 -0.00058906405366308129 0.00024248597339789017 -5.0103944340301138e-05 0.00028006231987802492 -0.00022968197012514829 3.8261205950252402e-05
leaf_weight=48 50 56 59 51 46 47 46 50 51 126 46 46 57 46 50 51 82 52 60 1481 68 72 63 59 180 554 60 48 46
leaf_count=48 50 56 59 51 46 47 46 50 51 126 46 46 57 46 50 51 82 52 60 1481 68 72 63 59 180 554 60 48 46
internal_value=0 7.93387e-05 0.00040607 0.000122096 -6.54204e-05 -0.000385615 -0.000248817 0.000630202 -8.89354e-05 -8.81528e-06 3.17134e-05 1.89225e-05 -0.000240731 0.000223219 -8.83672e-06 1.32582e-05 0 -1.68915e-05 -0.000392588 8.78327e-06 -0.000374593 -3.10405e-05 -0.000216911 1.4642e-05 -2.37893e-05 2.05331e-05 3.24169e-05 -4.14214e-05 -0.000116946
internal_weight=0 1440 308 249 2311 345 143 106 298 1966 97 247 107 140 1132 1852 1801 1719 112 1607 114 1082 217 865 793 734 154 94 94
internal_count=3751 1440 308 249 2311 345 143 106 298 1966 97 247 107 140 1132 1852 1801 1719 112 1607 114 1082 217 865 793 734 154 94 94
is_linear=0
shrinkage=0.0995203


Tree=7345
num_leaves=16
num_cat=0
split_feature=13 25 0 1 1 1 1 17 17 4 9 0 4 1 4
split_gain=0.00173448 0.00176733 0.00193466 0.00185933 0.0145311 0.00294113 0.0111219 0.00238629 0.00181273 0.00195359 0.00148695 0.00232924 0.00144554 0.00305895 0.00233829
threshold=0.089365000000000014 0.096120000000000025 -0.225295 -0.092954999999999996 -0.096749999999999989 -0.083899999999999988 -0.084759999999999988 -0.012064999999999999 -0.0090649999999999984 0.10495500000000003 0.098465000000000011 0.12433000000000002 0.13707500000000003 0.51334500000000016 0.12498500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 10 6 7 -5 -1 -10 11 -4 14 -14 -7
right_child=-2 -3 3 5 -6 12 -8 -9 9 -11 -12 -13 13 -15 -16
leaf_value=5.3587756528554253e-05 0.00059828070788252319 0.00051874830455053852 2.4771503471972721e-05 -0.0001135641311554515 -0.0018311988331937013 -1.719069674797464e-05 0.0017341737832829525 0.00046276348250056325 -0.0010901346403914785 -0.00016351195835094033 0.00041808704645237898 -0.00052067461555197359 -0.00074533430253026804 0.00024165403360899954 0.00050256018716457115
leaf_weight=58 46 60 375 213 48 2325 46 106 48 47 66 97 76 51 89
leaf_count=58 46 60 375 213 48 2325 46 106 48 47 66 97 76 51 89
internal_value=0 -1.63528e-05 -2.53856e-05 -9.96806e-06 -0.000171845 2.23931e-05 0.000286674 7.53767e-05 -0.000371918 -0.000640318 -2.22772e-05 -8.5588e-05 -1.52471e-05 -0.000342539 1.63251e-06
internal_weight=0 3705 3645 3492 586 2906 365 319 153 95 538 472 2541 127 2414
internal_count=3751 3705 3645 3492 586 2906 365 319 153 95 538 472 2541 127 2414
is_linear=0
shrinkage=0.0995203


Tree=7346
num_leaves=37
num_cat=0
split_feature=8 8 5 8 8 5 1 8 18 0 3 9 26 3 1 20 18 18 8 8 3 26 5 6 6 5 0 0 1 0 20 18 1 8 8 3
split_gain=0.00136564 0.00374526 0.0136954 0.00329615 0.0123834 0.00231886 0.00308889 0.00159874 0.00387901 0.00562119 0.00360463 0.00485715 0.00353769 0.00147784 0.00298478 0.00129457 0.00150096 0.00260479 0.0025754 0.00264717 0.00209588 0.00114482 0.00232898 0.00259037 0.00253573 0.00175517 0.00251261 0.00303463 0.00166613 0.00200138 0.00149438 0.00179367 0.00135911 0.00119577 0.00109619 0.000950546
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 21 -5 6 -2 8 9 -3 11 -10 -11 14 -6 -9 17 34 20 -20 -18 22 24 -24 28 30 27 -27 -1 -30 -23 -32 -26 -33 -17 -19
right_child=1 7 -4 4 13 -7 -8 15 10 12 -12 -13 -14 -15 -16 16 18 35 19 -21 -22 25 23 -25 32 26 -28 -29 29 -31 31 33 -34 -35 -36 -37
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leaf_weight=47 50 56 55 48 53 47 69 52 76 49 84 60 46 91 60 49 47 48 107 978 59 48 88 90 53 61 52 47 58 49 77 408 63 47 329 50
leaf_count=47 50 56 55 48 53 47 69 52 76 49 84 60 46 91 60 49 47 48 107 978 59 48 88 90 53 61 52 47 58 49 77 408 63 47 329 50
internal_value=0 -5.52733e-05 -0.000445002 6.81417e-05 0.000395069 1.02703e-06 -0.000227773 -1.3671e-05 0.000173163 -0.000211611 0.000440979 0.000758062 0.000247694 5.25275e-05 -0.000183102 -5.44704e-05 -7.01468e-05 7.81581e-05 -0.000130106 -8.34867e-05 -0.000599574 -5.17451e-07 0.000124345 0.000404392 -5.72469e-05 -7.72161e-05 -0.000369068 -0.000644473 0.000203911 0.000423944 1.8834e-06 5.12716e-05 -0.000411014 -2.21831e-05 -3.83635e-05 0.000535952
internal_weight=0 2311 221 1440 252 166 119 2090 371 151 220 136 95 204 113 1719 1667 476 1191 1085 106 1188 448 178 270 740 160 108 154 107 580 532 116 455 378 98
internal_count=3751 2311 221 1440 252 166 119 2090 371 151 220 136 95 204 113 1719 1667 476 1191 1085 106 1188 448 178 270 740 160 108 154 107 580 532 116 455 378 98
is_linear=0
shrinkage=0.0995203


Tree=7347
num_leaves=20
num_cat=0
split_feature=0 0 0 3 3 1 3 8 4 8 3 26 4 26 29 27 26 17 20
split_gain=0.00128529 0.00148138 0.0147385 0.00481351 0.0149381 0.00239144 0.00149696 0.00162209 0.00213717 0.00129695 0.00435506 0.00344049 0.00127783 0.00123965 0.00211313 0.0011594 0.0016634 0.00111119 0.00314925
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 5 4 9 6 7 -2 -9 10 -3 12 -11 -5 -15 16 -16 -1 -19
right_child=1 3 -4 13 -6 -7 -8 8 -10 11 -12 -13 -14 14 15 -17 -18 18 -20
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leaf_weight=59 52 60 83 56 52 85 62 1037 57 63 49 59 95 59 882 67 771 49 54
leaf_count=59 52 60 83 56 52 85 62 1037 57 63 49 59 95 59 882 67 771 49 54
internal_value=0 5.28412e-06 8.65726e-05 -4.48895e-05 -0.000368397 3.41576e-06 -3.18484e-05 -5.35757e-06 -3.18781e-05 -0.000115858 -0.00039635 2.12615e-05 -0.000216984 2.13052e-05 3.62432e-05 1.56661e-05 3.25734e-05 -0.000281164 -0.000479278
internal_weight=0 3589 1376 2213 378 1293 1208 1146 1094 326 109 217 158 1835 1779 1720 1653 162 103
internal_count=3751 3589 1376 2213 378 1293 1208 1146 1094 326 109 217 158 1835 1779 1720 1653 162 103
is_linear=0
shrinkage=0.0995203


Tree=7348
num_leaves=12
num_cat=0
split_feature=17 26 1 4 17 26 0 6 0 26 11
split_gain=0.00313691 0.00205112 0.000932538 0.00228314 0.00170676 0.000858047 0.00267829 0.0046698 0.00240555 0.00117018 0.0012018
threshold=-0.56368999999999991 0.5128250000000002 -0.50290499999999982 0.085720000000000018 -0.55157999999999996 0.096980000000000025 -0.071799999999999989 0.098855000000000012 -0.068899999999999989 0.095245000000000024 -0.37931999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 9 7 -7 -8 10 -6
right_child=1 -3 4 -5 5 6 8 -9 -10 -11 -12
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leaf_weight=82 65 51 52 76 49 285 51 61 197 85 2692
leaf_count=82 65 51 52 76 49 285 51 61 197 85 2692
internal_value=0 -1.20539e-05 -2.97949e-06 0.00024762 -1.33923e-05 -4.54701e-06 -0.000113467 -0.000293124 0.000133883 1.80573e-05 6.47603e-06
internal_weight=0 3664 3613 141 3472 3420 594 346 248 2826 2741
internal_count=3746 3664 3613 141 3472 3420 594 346 248 2826 2741
is_linear=0
shrinkage=0.0995203


Tree=7349
num_leaves=9
num_cat=0
split_feature=17 2 26 11 36 0 0 30
split_gain=0.00254402 0.00196594 0.00162029 0.000852852 0.00145725 0.00160185 0.00164441 0.00103651
threshold=-0.56368999999999991 -0.241895 0.50635500000000022 -0.23667999999999997 0.086430000000000021 0.12461500000000002 0.061855000000000014 0.08802500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 -6
right_child=1 2 -4 4 7 -7 -8 -9
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leaf_weight=82 47 79 57 3248 54 66 60 53
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internal_value=0 -1.08987e-05 -1.94282e-05 -1.07651e-05 -1.83254e-05 -6.61152e-06 2.82836e-06 -0.000380046
internal_weight=0 3664 3617 3560 3481 3374 3308 107
internal_count=3746 3664 3617 3560 3481 3374 3308 107
is_linear=0
shrinkage=0.0995203


Tree=7350
num_leaves=18
num_cat=0
split_feature=5 18 6 5 6 0 27 22 8 17 2 2 20 3 17 3 21
split_gain=0.00213396 0.00269412 0.000937275 0.00122149 0.00117785 0.000999535 0.000940291 0.00135184 0.0019537 0.00120251 0.00092927 0.00166686 0.00121912 0.000836375 0.00185296 0.00110821 0.000484558
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -4 -6 7 8 9 -1 11 12 -7 14 -12 -15 -9
right_child=1 -3 4 -5 5 10 -8 16 -10 -11 13 -13 -14 15 -16 -17 -18
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leaf_weight=282 72 49 52 76 71 48 73 65 52 51 82 71 629 107 49 1867 50
leaf_count=282 72 49 52 76 71 48 73 65 52 51 82 71 629 107 49 1867 50
internal_value=0 0.000412327 -1.25109e-05 -0.00012098 1.08688e-05 2.23808e-06 -6.95916e-05 -0.000119431 -0.000209843 -0.000118347 -6.65925e-06 8.82773e-05 3.88629e-05 -4.07833e-05 -0.000284883 -2.41695e-05 0.000176136
internal_weight=0 121 3625 649 2976 2924 573 500 385 333 2853 748 677 2105 131 1974 115
internal_count=3746 121 3625 649 2976 2924 573 500 385 333 2853 748 677 2105 131 1974 115
is_linear=0
shrinkage=0.0995203


Tree=7351
num_leaves=23
num_cat=0
split_feature=0 9 6 3 9 9 3 3 9 3 2 18 4 4 8 18 4 4 8 9 3 18
split_gain=0.00146967 0.00242191 0.00817384 0.00428773 0.00332035 0.00230845 0.00229218 0.0034674 0.00335765 0.00287177 0.00154871 0.0034176 0.00135784 0.00287688 0.00207504 0.00120892 0.0015024 0.00109853 0.00112081 0.000968503 0.00207239 0.000637145
threshold=-0.060094999999999996 0.11296000000000002 -0.10754999999999999 0.15537500000000004 0.10864500000000002 0.11582000000000002 0.12015500000000003 0.11404500000000002 0.089435000000000028 0.10892000000000003 -0.082704999999999987 0.0020050000000000003 0.085720000000000018 0.099510000000000029 -0.064125000000000001 0.086510000000000017 0.12205500000000002 0.11599000000000002 -0.071594999999999992 0.098720000000000016 0.10636500000000003 -0.0097449999999999985
decision_type=2 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 10 7 9 -9 -1 11 19 14 -14 -12 16 -15 -8 -19 20 -2 -4
right_child=5 2 21 -5 -6 -7 17 8 -10 -11 12 -13 13 15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=1.0812785989866817e-05 -0.00021487422023147232 -0.0015083945097375175 -0.00021113117893991389 0.00088813505109109074 -0.00086251248128246469 0.00064094182180596466 -0.00068697224323502565 0.0010054922965970002 -2.9864565940724498e-05 -0.00052072005817255013 0.00010258982269089147 0.00095488888768321977 0.00077631126632973649 -0.00058348646592191349 -0.00065172312458570394 0.00030905335252486346 8.9356571320409171e-05 -0.00041736213253729115 0.00019756278929554042 -0.00033707209061405131 0.00059277555956519369 0.00026408544156416225
leaf_weight=2405 60 47 49 52 46 79 64 67 55 105 65 55 48 67 77 52 61 71 48 46 64 63
leaf_count=2405 60 47 49 52 46 79 64 67 55 105 65 55 48 67 77 52 61 71 48 46 64 63
internal_value=0 -2.79867e-05 -0.000406306 -7.05593e-06 -2.36126e-05 0.000134283 -9.61327e-06 1.37675e-05 0.000532023 -1.10965e-05 6.56369e-05 0.000272179 -5.77502e-05 8.9954e-05 -0.000300674 -8.85268e-05 -0.000256439 -0.00035036 -0.000162446 4.6486e-05 0.000195376 4.8869e-05
internal_weight=0 3072 159 2913 2861 674 2815 2632 122 2510 595 225 370 228 142 180 128 183 119 170 124 112
internal_count=3746 3072 159 2913 2861 674 2815 2632 122 2510 595 225 370 228 142 180 128 183 119 170 124 112
is_linear=0
shrinkage=0.0995203


Tree=7352
num_leaves=11
num_cat=0
split_feature=23 8 6 4 21 3 0 4 6 0
split_gain=0.000983085 0.000867497 0.00262173 0.0017011 0.00108589 0.00158407 0.00131721 0.00283337 0.00118237 0.00110654
threshold=0.086650000000000019 0.24853500000000003 -0.53620499999999993 0.14903500000000006 0.11987500000000002 0.11275500000000002 -0.15137999999999999 0.10755500000000003 -0.14723999999999998 -0.065519999999999981
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4 -8 -7
right_child=-2 -3 3 -5 5 9 8 -9 -10 -11
leaf_value=-0.00070053466290072005 -0.0003967414742584823 0.00032997378754937018 4.9202087816417252e-05 0.00054614158006932134 -0.00058060391398254163 0.00027382439113900409 -0.00022843217918175213 0.00091640259233266824 -9.4004846924597546e-07 -0.00027943975635921547
leaf_weight=55 67 72 193 54 81 65 247 47 2788 79
leaf_count=55 67 72 193 54 81 65 247 47 2788 79
internal_value=0 -1.14762e-05 -1.8515e-05 -7.73001e-06 -1.65094e-05 -0.000228027 -1.72764e-06 0.00022244 -1.9724e-05 -2.40176e-05
internal_weight=0 3681 3609 3554 3500 225 3275 240 3035 144
internal_count=3748 3681 3609 3554 3500 225 3275 240 3035 144
is_linear=0
shrinkage=0.0995203


Tree=7353
num_leaves=11
num_cat=0
split_feature=23 0 11 3 4 4 4 10 9 0
split_gain=0.000796978 0.000697205 0.00110644 0.0018043 0.00109963 0.00272554 0.0015588 0.00141472 0.00133292 0.000571203
threshold=0.086650000000000019 0.15238000000000004 -0.37931999999999999 0.15537500000000004 0.11995000000000003 0.13300500000000004 0.11670500000000002 0.090150000000000022 -0.073629999999999987 -0.092939999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 9 7 -4 -7 -6
right_child=-2 -3 3 -5 5 8 -8 -9 -10 -11
leaf_value=-0.00046855183935032372 -0.00035725771317553142 0.00028541578758937416 -5.1939571983603843e-06 0.00050916054405532492 -0.00090842321017521024 -0.00030389977223554244 0.00056989955924418158 -0.00056152265295020493 0.00033732306590047838 -0.00037127736214648813
leaf_weight=53 67 77 3171 65 46 56 46 46 74 47
leaf_count=53 67 77 3171 65 46 56 46 46 74 47
internal_value=0 -1.03119e-05 -1.68573e-05 -9.88508e-06 -1.9798e-05 -0.000233689 -4.92942e-06 -1.34034e-05 5.48069e-05 -0.000645765
internal_weight=0 3681 3604 3551 3486 223 3263 3217 130 93
internal_count=3748 3681 3604 3551 3486 223 3263 3217 130 93
is_linear=0
shrinkage=0.0995203


Tree=7354
num_leaves=9
num_cat=0
split_feature=8 29 9 9 4 9 4 8
split_gain=0.000730751 0.00130985 0.00115264 0.0035898 0.00602985 0.00143435 0.00121447 0.000566265
threshold=0.24853500000000003 -0.117605 0.11891000000000003 0.11408000000000003 0.15221500000000004 0.10892000000000003 0.13491500000000003 -0.049139999999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -4
right_child=-2 2 7 -5 -6 -7 -8 -9
leaf_value=-0.0005440463272844572 0.00029377252061150267 -5.6240931414800683e-06 0.00054209482389119335 -0.0007698904816389675 0.0011199962495413588 -0.00049786291275343301 -0.00032098660503250684 8.9842776608465183e-05
leaf_weight=47 74 3207 51 63 46 63 126 71
leaf_count=47 74 3207 51 63 46 63 126 71
internal_value=0 -2.15549e-05 -1.45585e-05 -2.52401e-05 -1.13727e-05 -2.69386e-05 -1.77916e-05 0.000285609
internal_weight=0 3674 3627 3505 3442 3396 3333 122
internal_count=3748 3674 3627 3505 3442 3396 3333 122
is_linear=0
shrinkage=0.0995203


Tree=7355
num_leaves=13
num_cat=0
split_feature=23 26 3 26 26 26 8 5 26 26 26 26
split_gain=0.000655113 0.000600897 0.00286578 0.00170156 0.00275343 0.00119214 0.00102729 0.000700245 0.000601329 0.0024378 0.000709704 0.00129603
threshold=0.086650000000000019 0.11444500000000003 0.092395000000000019 0.11991000000000003 0.12508000000000005 0.11081000000000002 -0.012329999999999999 -0.052494999999999993 0.10439000000000002 0.10144500000000002 0.098495000000000013 0.096685000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 8 7 -6 9 10 11 -1
right_child=-2 2 3 4 6 -7 -8 -9 -10 -11 -12 -13
leaf_value=-8.831508962317696e-06 -0.00032231377107158539 -0.00066870074698267877 0.0003984861112218556 -0.00074489190433259071 0.0005064778708592304 0.00048814859876165705 -0.00022204233119934639 0 -0.00029004590797806812 0.00069433187187909189 -0.00035395944809766964 0.00045084693634401147
leaf_weight=3001 67 77 82 55 55 50 73 49 70 50 57 62
leaf_count=3001 67 77 82 55 55 50 73 49 70 50 57 62
internal_value=0 -7.76549e-06 -0.000124499 6.3448e-06 -0.000128728 5.85887e-06 5.811e-05 0.000262627 -1.33121e-06 4.78595e-06 -6.00209e-06 2.05859e-07
internal_weight=0 3681 391 314 232 3290 177 104 3240 3170 3120 3063
internal_count=3748 3681 391 314 232 3290 177 104 3240 3170 3120 3063
is_linear=0
shrinkage=0.0995203


Tree=7356
num_leaves=16
num_cat=0
split_feature=21 3 3 3 17 1 3 0 3 9 29 2 2 17 3
split_gain=0.0115477 0.0230226 0.000726238 0.00295041 0.00242297 0.00177452 0.00152645 0.00324134 0.0014714 0.00114726 0.00522172 0.00521156 0.00162832 0.00107741 0.0024941
threshold=-0.091649999999999995 0.092200000000000018 0.11125500000000002 0.10892000000000003 -0.56655999999999984 0.51613500000000012 0.10611500000000003 -0.10096999999999999 0.11308000000000003 0.11408000000000003 0.11163000000000002 -0.054390000000000001 -0.096314999999999998 -0.53299999999999992 0.10377500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 8 13 -8 -4 10 12 -11 -10 -6 -15
right_child=2 -3 5 -5 6 -7 7 -9 9 11 -12 -13 -14 14 -16
leaf_value=-0.0025537541885441791 -0.00062667449066022504 0.00031667547576906465 0.00054875625757558626 -0.00068105096292792348 0.00033588978131728211 -0.00048164581392303254 0.00097656678236394978 -7.3997138291533068e-05 -0.00043097379014947761 0.0004381813306486409 0.001088455306744578 -0.00086905517223909233 9.309577753949167e-05 -2.5821151079266236e-05 -0.00060927671484891949
leaf_weight=53 66 57 67 71 76 55 47 73 68 59 50 61 424 2450 75
leaf_count=53 66 57 67 71 76 55 47 73 68 59 50 61 424 2450 75
internal_value=0 -0.00105891 -2.35478e-05 -4.69858e-05 -3.0539e-05 6.08491e-05 -1.57784e-05 0.000330652 0.000102901 5.654e-05 0.000119168 -0.000219509 1.89995e-05 -3.20761e-05 -4.34757e-05
internal_weight=0 110 3642 2858 2787 784 2721 120 729 662 542 120 492 2601 2525
internal_count=3752 110 3642 2858 2787 784 2721 120 729 662 542 120 492 2601 2525
is_linear=0
shrinkage=0.0995203


Tree=7357
num_leaves=12
num_cat=0
split_feature=20 0 21 4 3 3 0 3 3 5 0
split_gain=0.0157903 0.00101164 0.00210038 0.000983559 0.00130372 0.00250169 0.00279627 0.00212971 0.00157645 0.00187855 0.00183462
threshold=-0.40431 -0.23032 0.087785000000000016 0.15730000000000002 0.11125500000000002 0.10871500000000002 -0.16423499999999999 0.10708000000000002 0.11308000000000003 0.51775000000000015 -0.15468499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 -8 -6 10 -10
right_child=1 3 -4 -5 8 -7 7 -9 9 -11 -12
leaf_value=-0.0017711387953254201 1.7828480513991691e-05 0.00073760934473230712 -0.00078046575148727187 -0.00046178719512676632 0.00058781416215555502 -0.00059138945734775515 -2.3114511931997688e-05 -0.00065542831767691841 -0.00035345461241135249 -0.00045968402718182637 0.00018201180808433519
leaf_weight=52 80 47 53 48 63 79 2608 54 71 61 536
leaf_count=52 80 47 53 48 63 79 2608 54 71 61 536
internal_value=0 -2.43283e-05 -0.000294134 -1.40388e-05 -7.69876e-06 -3.89335e-05 -2.25205e-05 -3.62488e-05 0.000110309 6.40495e-05 0.00011803
internal_weight=0 3700 133 3567 3519 2788 2709 2662 731 668 607
internal_count=3752 3700 133 3567 3519 2788 2709 2662 731 668 607
is_linear=0
shrinkage=0.0995203


Tree=7358
num_leaves=9
num_cat=0
split_feature=20 8 9 4 4 4 4 0
split_gain=0.0128023 0.000907058 0.00145169 0.000962698 0.00137344 0.00110806 0.00143616 0.0010702
threshold=-0.40431 -0.51030999999999993 -0.26414499999999996 0.13630500000000004 0.13108000000000006 0.12273500000000002 0.10386500000000003 -0.066264999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -5
right_child=1 2 3 7 -6 -7 -8 -9
leaf_value=-0.001594874625762969 0.00030653164391516676 -0.00051556366400283549 -8.0088826158357901e-06 -9.5184006904375877e-05 -0.00050778365017274999 0.00044623061563871317 -0.00022953225082745232 0.00049251291678285944
leaf_weight=52 81 60 3006 49 59 49 322 74
leaf_count=52 81 60 3006 49 59 49 322 74
internal_value=0 -2.19512e-05 -2.95295e-05 -2.11056e-05 -3.11108e-05 -2.25404e-05 -2.96883e-05 0.000251734
internal_weight=0 3700 3619 3559 3436 3377 3328 123
internal_count=3752 3700 3619 3559 3436 3377 3328 123
is_linear=0
shrinkage=0.0995203


Tree=7359
num_leaves=15
num_cat=0
split_feature=20 10 0 0 18 26 27 17 17 0 0 17 0 17
split_gain=0.01038 0.00093543 0.000923368 0.00170482 0.00420962 0.00135079 0.00137351 0.00107336 0.00188899 0.00160334 0.00347832 0.00113204 0.000955221 0.0013621
threshold=-0.40431 0.090150000000000022 -0.084369999999999987 -0.085144999999999985 -0.011039999999999999 -0.23202999999999999 0.10153000000000002 -0.07107999999999999 -0.080579999999999999 -0.085684999999999997 -0.086304999999999993 -0.092124999999999999 -0.083995 -0.0065549999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 -4 12 8 11 10 -9 -2 -7 -14
right_child=1 -3 5 4 -6 6 -8 9 -10 -11 -12 -13 13 -15
leaf_value=-0.0014361525647151596 0.00014644933995462982 -0.00034259854368921903 -0.00045922069478816449 -0.0011425347298511929 0.00011600919899991603 0.00047085874711142622 0.00048578380531183441 -6.5292282807840783e-05 0.00070484592328270263 0.00047475601906586375 -0.00079588032605151598 -0.00025534931297153881 8.9258306597289879e-05 -9.0171167390986097e-05
leaf_weight=52 225 87 53 48 56 48 69 1086 46 48 69 100 1085 680
leaf_count=52 225 87 53 48 56 48 69 1086 46 48 69 100 1085 680
internal_value=0 -1.97886e-05 -1.17889e-05 -6.59847e-05 -0.000456986 3.47858e-05 4.91328e-05 -3.96297e-05 0.000107383 -8.56483e-05 -0.000109647 2.03001e-05 3.20629e-05 1.96659e-05
internal_weight=0 3700 3613 1678 104 1935 1882 1574 371 1203 1155 325 1813 1765
internal_count=3752 3700 3613 1678 104 1935 1882 1574 371 1203 1155 325 1813 1765
is_linear=0
shrinkage=0.0995203


Tree=7360
num_leaves=11
num_cat=0
split_feature=30 21 20 23 18 18 26 21 6 17
split_gain=0.00398856 0.004142 0.00244411 0.00150694 0.00142203 0.00974548 0.00244089 0.0026208 0.00224372 0.00171231
threshold=0.12577500000000003 0.16638500000000003 -0.240845 0.086650000000000019 -0.085709999999999995 -0.087529999999999983 0.15222000000000005 0.093835000000000016 0.10384500000000003 -0.56005499999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 9 -8 -4 -6
right_child=-2 -3 3 -5 6 -7 7 -9 -10 -11
leaf_value=0.00063767868265166049 -0.00088963955426840159 -0.00088502213086731455 0.00011827260334554732 -0.00046796828447662485 -0.00055950783712054183 0.0014452808400382427 0.00091091164324793314 -3.15318438285333e-05 -0.00056221243617593118 6.8101967624196196e-06
leaf_weight=70 46 47 744 56 54 55 61 53 51 2489
leaf_count=70 46 47 744 56 54 55 61 53 51 2489
internal_value=0 4.22447e-05 5.44661e-05 4.27783e-05 5.11674e-05 0.000163309 1.49842e-05 0.000465577 7.35891e-05 -4.89353e-06
internal_weight=0 3680 3633 3563 3507 850 2657 114 795 2543
internal_count=3726 3680 3633 3563 3507 850 2657 114 795 2543
is_linear=0
shrinkage=0.0995203


Tree=7361
num_leaves=18
num_cat=0
split_feature=4 0 18 6 5 6 0 3 20 0 4 9 20 20 9 21 1
split_gain=0.00331905 0.00303263 0.00410989 0.00297017 0.00265063 0.00249522 0.00235893 0.00308578 0.00171978 0.00170318 0.00175931 0.00141085 0.00163712 0.00639981 0.00179721 0.0011454 0.000978435
threshold=0.15730000000000002 -0.15468499999999999 0.092545000000000016 -0.097455 -0.48081999999999997 0.18123500000000006 -0.11896 0.11387500000000002 -0.048779999999999997 -0.14075499999999999 0.079660000000000022 0.11408000000000003 -0.08237499999999999 -0.084224999999999994 0.10892000000000003 0.10271500000000001 -0.049499999999999995
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 7 9 -5 10 -3 12 13 -8 -14 16 -13
right_child=-2 5 -4 8 -6 -7 11 -9 -10 -11 -12 15 14 -15 -16 -17 -18
leaf_value=-1.8078207642394231e-05 -0.00077716656010776901 0.00044234224701774261 -0.0010413625087616399 0.00066889066830109339 -0.00097289992558927639 0.00065079907668893718 -1.7910153596666076e-05 0.0010111679275942081 -5.5161456180602552e-05 0.00063148759913408796 -0.00031171713302467345 0.00013538081915669096 -5.1214467181342878e-06 0.00090222238818176543 -0.00054411927905750304 -3.9957065047894233e-05 0.00070826048602741672
leaf_weight=67 50 48 55 54 53 71 321 55 77 53 84 57 2384 97 63 65 72
leaf_count=67 50 48 55 54 53 71 321 55 77 53 84 57 2384 97 63 65 72
internal_value=0 3.86059e-05 -0.000260832 -8.65375e-05 -0.000446613 6.60381e-05 5.32049e-05 0.000353958 0.000237054 0.000154146 -3.13119e-05 2.93411e-05 1.1456e-05 0.000193655 -1.93329e-05 0.000289249 0.000461474
internal_weight=0 3676 306 251 120 3370 3299 240 131 185 132 3059 2865 418 2447 194 129
internal_count=3726 3676 306 251 120 3370 3299 240 131 185 132 3059 2865 418 2447 194 129
is_linear=0
shrinkage=0.0995203


Tree=7362
num_leaves=17
num_cat=0
split_feature=21 29 2 21 17 2 25 8 18 18 18 1 5 1 5 17
split_gain=0.00245639 0.00248287 0.00174916 0.00334694 0.0111085 0.0021531 0.00200255 0.00186625 0.00173132 0.00184733 0.00172919 0.00104095 0.00423491 0.00382545 0.00172042 0.00147782
threshold=0.17920500000000003 -0.109725 -0.084869999999999987 -0.0092899999999999996 0.0036400000000000009 -0.08569499999999998 0.081855000000000025 -0.084915000000000004 -0.10082999999999999 -0.060544999999999995 -0.14624999999999996 -0.083284999999999984 -0.010764999999999999 -0.082195000000000004 0.063170000000000018 -0.05543
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 8 11 -3 10 -10 -5 12 -4 -13 -14 -15
right_child=-2 2 6 5 -6 -7 -8 -9 9 -11 -12 13 14 15 -16 -17
leaf_value=-0.00067517798277991876 -0.00062874327978706198 -0.00030475439886772836 -0.00077566944746377956 2.6708400821928432e-05 0.0018402809346583821 0.00063078151485702048 0.00052901896578387369 0.00039841806920218629 -0.0003365939014845972 4.8661651650144558e-05 0.0007427782157077283 0.00084918676334778368 0.00022142301868917119 0.00012683218123101049 -0.00022438087059611019 -6.1528374568279982e-05
leaf_weight=48 56 64 87 81 48 62 69 88 164 488 60 53 174 578 169 1437
leaf_count=48 56 64 87 81 48 62 69 88 164 488 60 53 174 578 169 1437
internal_value=0 3.48358e-05 4.44712e-05 0.000152351 0.00051945 6.5522e-05 0 9.69598e-05 2.02953e-05 -4.69876e-05 0.000337225 -1.44747e-05 -0.000155526 1.44583e-05 0 -7.09114e-06
internal_weight=0 3670 3622 1055 200 855 2567 152 793 652 141 2498 430 2068 343 2015
internal_count=3726 3670 3622 1055 200 855 2567 152 793 652 141 2498 430 2068 343 2015
is_linear=0
shrinkage=0.0995203


Tree=7363
num_leaves=9
num_cat=0
split_feature=30 21 29 20 7 1 1 9
split_gain=0.00283987 0.00287801 0.00188103 0.00193332 0.00107954 0.00115279 0.00194572 0.00182553
threshold=0.12577500000000003 0.16638500000000003 0.11796500000000003 -0.240845 -0.10984999999999999 -0.076894999999999991 -0.078509999999999983 0.085405000000000023
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -7
right_child=-2 -3 -4 4 5 7 -8 -9
leaf_value=0.00057330312707327838 -0.00075415382903604221 -0.00074067803519276953 -0.00058856564537632138 -0.00038779821759220913 6.3863227174650299e-06 0.00021083767174702068 -0.00048767026975068571 1.9652308464875483e-05
leaf_weight=69 46 47 46 57 1270 811 84 1296
leaf_count=69 46 47 46 57 1270 811 84 1296
internal_value=0 3.21614e-05 4.23849e-05 5.07045e-05 4.02219e-05 4.75076e-05 -2.36596e-05 9.36295e-05
internal_weight=0 3680 3633 3587 3518 3461 1354 2107
internal_count=3726 3680 3633 3587 3518 3461 1354 2107
is_linear=0
shrinkage=0.0995203


Tree=7364
num_leaves=17
num_cat=0
split_feature=26 2 26 1 3 2 1 9 2 3 30 3 3 20 20 20
split_gain=0.00320669 0.0184877 0.00272913 0.0023983 0.00657802 0.0015298 0.00212624 0.00148193 0.00203624 0.00248657 0.00135412 0.00168232 0.00232521 0.00172165 0.00160383 0.00191619
threshold=0.10439000000000002 -0.083104999999999998 0.10144500000000002 -0.083284999999999984 0.090595000000000023 -0.22383 -0.49056499999999997 0.092605000000000021 -0.077604999999999993 0.10293500000000001 0.11955500000000002 0.12061000000000002 0.12551500000000002 -0.074014999999999984 -0.24910499999999999 -0.014955
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 6 -1 -6 -9 -10 11 14 -13 -14 -7 -16
right_child=1 3 -4 4 7 10 -8 8 9 -11 -12 12 13 -15 15 -17
leaf_value=0.00074203953742805399 -0.0017827769317579254 -0.00055950480278005733 0.00075638103516162956 0.0011046559046780291 -0.00056160453104723001 0.00055072064424049514 -0.00010576976624208103 0.00048575849367374189 -0.00055277064225449845 0.00014381028729464672 0.00053718022862582775 -0.0008131463800591744 0.00032606458741244295 -0.00024809441526754011 -0.0001053143441756187 7.1241608915703793e-05
leaf_weight=66 67 67 50 54 53 55 50 68 86 121 46 55 69 199 952 1686
leaf_count=66 67 67 50 54 53 55 50 68 86 121 46 55 69 199 952 1686
internal_value=0 -0.000240605 2.65126e-05 -8.65805e-06 8.58135e-05 1.47718e-05 0.000369547 -7.94271e-05 1.05249e-05 -0.000141636 1.06422e-06 -6.84119e-06 -0.000221658 -9.72153e-05 1.862e-05 7.21587e-06
internal_weight=0 516 3228 449 382 3178 116 328 275 207 3062 3016 323 268 2693 2638
internal_count=3744 516 3228 449 382 3178 116 328 275 207 3062 3016 323 268 2693 2638
is_linear=0
shrinkage=0.0995203


Tree=7365
num_leaves=17
num_cat=0
split_feature=26 2 26 2 17 24 27 3 3 3 2 17 3 5 2 20
split_gain=0.00260088 0.0149909 0.00221256 0.00123499 0.00141896 0.00119242 0.00133499 0.00108599 0.00222022 0.00129399 0.00342491 0.00246696 0.00224984 0.00107068 0.00214903 0.00079206
threshold=0.10439000000000002 -0.083104999999999998 0.10144500000000002 -0.22383 -0.55754499999999996 -0.063789999999999986 0.10274500000000002 0.14530500000000005 0.12323500000000003 0.091865000000000016 -0.077604999999999993 0.047465000000000014 0.089535000000000017 0.51100000000000012 -0.077714999999999992 -0.24910499999999999
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 13 8 9 12 -11 -12 -3 15 -15 -7
right_child=1 7 -4 5 -6 6 -8 -9 -10 10 11 -13 -14 14 -16 -17
leaf_value=0.00072541182298874901 -0.001605354624232123 0.00014277410663207147 0.00068110582527074182 -0.00042380083276506893 1.0849355618153312e-05 0.00036751348877097923 0.00041933710820042826 0.00044291994489110195 -0.00070562341807444437 0.00086300778857846593 0.00023629315217059258 -0.00047270396338395171 -0.0007944183243606801 0.00025279457365873622 -0.00057503797484489147 4.4384362051849019e-06
leaf_weight=51 67 54 50 64 65 61 77 47 47 52 123 80 46 47 86 2727
leaf_count=51 67 54 50 64 65 61 77 47 47 52 123 80 46 47 86 2727
internal_value=0 -0.00021666 2.38993e-05 1.33017e-05 0.000332068 9.58312e-07 1.02989e-05 -7.61497e-06 -6.23259e-05 2.05372e-05 0.000141663 -3.9082e-05 -0.000280148 -2.0339e-07 -0.000276341 1.2676e-05
internal_weight=0 516 3228 3178 116 3062 2998 449 402 355 255 203 100 2921 133 2788
internal_count=3744 516 3228 3178 116 3062 2998 449 402 355 255 203 100 2921 133 2788
is_linear=0
shrinkage=0.0995203


Tree=7366
num_leaves=22
num_cat=0
split_feature=26 2 1 26 26 6 17 9 4 4 6 4 11 9 5 0 5 1 3 3 5
split_gain=0.00210797 0.0121586 0.0020252 0.00658841 0.00179326 0.00149808 0.00269979 0.00235215 0.00114549 0.0045474 0.00787946 0.00221562 0.00165343 0.0023614 0.00145344 0.00196705 0.00081604 0.00204686 0.00137295 0.00160986 0.00135365
threshold=0.10439000000000002 -0.083104999999999998 -0.083284999999999984 0.11215000000000001 0.10144500000000002 0.098855000000000012 0.052150000000000009 0.11351500000000002 0.10300500000000003 0.10713500000000002 -0.045589999999999999 0.10925500000000002 -0.37931999999999999 0.11351500000000002 0.51100000000000012 -0.055729999999999995 -0.087969999999999993 0.05309500000000001 0.084550000000000028 0.086605000000000029 -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
left_child=4 -2 -3 -4 8 6 7 -5 14 10 -10 -11 -13 -14 16 -16 18 20 -1 -20 -18
right_child=1 2 3 5 -6 -7 -8 -9 9 11 -12 12 13 -15 15 -17 17 -19 19 -21 -22
leaf_value=-0.00046448610365872316 -0.001445589592609857 -0.00051284506236084181 0.0011714453218803454 3.6127728096717366e-05 0.0006133220685041453 -0.00048798592144592691 0.0005248951362691875 -0.0007564716079362945 -0.00025148127683582175 -0.00060545698071633397 0.0014544943935338045 -0.00043005028858422186 5.9041960481166504e-05 0.00079849375099332672 4.003097541275751e-05 -0.00068310956071960041 0.00053185548418960651 0.00067552509046950857 0.00036505297289046707 -0.0001170031654008899 8.8845091949593376e-07
leaf_weight=88 67 67 48 137 50 69 78 50 46 52 62 55 366 49 71 74 49 48 82 411 1725
leaf_count=88 67 67 48 137 50 69 78 50 46 52 62 55 366 49 71 74 49 48 82 411 1725
internal_value=0 -0.00019494 -6.49423e-06 8.01731e-05 2.16218e-05 -7.42057e-05 3.04443e-05 -0.00017142 1.20548e-05 0.000132367 0.000720295 9.15783e-06 7.88996e-05 0.000148323 -1.73713e-05 -0.000323374 7.52659e-07 3.38397e-05 -0.000101599 -3.51629e-05 1.60159e-05
internal_weight=0 516 449 382 3228 334 265 187 3178 630 108 522 470 415 2548 145 2403 1822 581 493 1774
internal_count=3744 516 449 382 3228 334 265 187 3178 630 108 522 470 415 2548 145 2403 1822 581 493 1774
is_linear=0
shrinkage=0.0995203


Tree=7367
num_leaves=20
num_cat=0
split_feature=26 26 17 26 17 17 8 9 26 26 7 9 1 5 3 9 3 2 5
split_gain=0.00171027 0.0100109 0.00312293 0.00702478 0.00448846 0.00279123 0.00507627 0.00258472 0.00145363 0.00129915 0.000954139 0.00112075 0.00177013 0.0028385 0.00209895 0.00153731 0.00148727 0.00129539 0.000925092
threshold=0.10439000000000002 0.10924500000000002 -0.036600000000000001 0.12043500000000003 -0.0064000000000000003 0.059130000000000009 -0.067434999999999981 0.10054500000000002 0.10144500000000002 0.31428500000000009 -0.075879999999999989 0.087495000000000031 -0.49056499999999997 0.51100000000000012 0.12551500000000002 0.087155000000000024 0.17760500000000004 -0.078289999999999985 -0.54623499999999992
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 -4 7 -7 -6 10 -5 -1 15 -13 14 -14 16 18 -15 -12
right_child=1 2 4 9 5 6 -8 -9 -10 -11 11 12 13 17 -16 -17 -18 -19 -20
leaf_value=0.00037431709011987558 -0.0014852658120757991 -0.0012147737021539799 0.00095479647104944126 0.00048577580559188918 -0.00069477931582824319 0.0011452780180545414 -0.00019698508731412986 0.00019662960067812779 0.00055228419026288043 -0.00023318705031811132 0.00039802477460582173 0.00052105376845358261 5.2351272206997788e-05 -8.0150787230999013e-05 0.00064098073474738466 -0.00057742103038937738 -0.00052342838268546333 -0.0008374664496527685 -2.783794056664004e-05
leaf_weight=70 52 62 57 51 80 46 69 52 50 47 52 82 1075 46 64 53 59 49 1628
leaf_count=70 52 62 57 51 80 46 69 52 50 47 52 82 1075 46 64 53 59 49 1628
internal_value=0 -0.00017554 -2.69956e-05 -0.000384383 0.00015841 -2.20572e-05 0.000332802 -0.000337417 1.95204e-05 0.000132614 1.08808e-05 2.43187e-06 7.24195e-05 4.1944e-05 8.61449e-05 -4.85084e-05 -3.19179e-05 -0.000479384 -1.41692e-05
internal_weight=0 516 464 160 304 247 115 132 3228 98 3178 3108 1316 1234 1139 1792 1739 95 1680
internal_count=3744 516 464 160 304 247 115 132 3228 98 3178 3108 1316 1234 1139 1792 1739 95 1680
is_linear=0
shrinkage=0.0995203


Tree=7368
num_leaves=32
num_cat=0
split_feature=1 3 2 2 2 5 8 1 6 6 9 17 8 4 2 3 5 7 3 3 21 1 20 20 3 5 9 5 21 19 6
split_gain=0.0125909 0.00185305 0.00289801 0.00599602 0.0174914 0.00546516 0.00742943 0.00407244 0.00463961 0.0026718 0.00351117 0.00224207 0.0032681 0.00410386 0.00244791 0.00161483 0.00154276 0.00153532 0.00120998 0.00329671 0.00422224 0.00497287 0.00303221 0.0050551 0.0045952 0.00462492 0.00265338 0.0018349 0.00165075 0.00113683 0.000739015
threshold=-0.55579999999999996 0.088685000000000028 -0.086050000000000001 -0.082484999999999989 -0.083254999999999982 -0.0078499999999999976 -0.085089999999999985 -0.087484999999999993 0.087575000000000028 -0.0093650000000000001 0.083955000000000016 -0.12647999999999998 -0.080445000000000003 0.08544000000000003 -0.081864999999999993 0.084235000000000018 0.0035750000000000005 0.095885000000000026 0.09339500000000002 0.097880000000000023 0.096850000000000033 -0.003735 -0.0064400000000000004 -0.079725000000000004 0.091865000000000016 -0.013384999999999999 0.089645000000000016 -0.041054999999999994 0.15544000000000005 -0.10411999999999999 0.085570000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -4 15 9 10 -9 -5 14 -14 -13 30 -17 18 22 20 21 -20 23 26 25 -24 -3 -26 29 -21 -2
right_child=1 17 3 11 -6 -7 -8 8 -10 -11 -12 12 13 -15 -16 16 -18 -19 19 28 -22 -23 24 -25 27 -27 -28 -29 -30 -31 -32
leaf_value=0.0015705818994877284 -0.00018265403107813486 -3.835487768436636e-05 -4.8837745888110574e-05 0.0006125377153963869 -0.0023255200670794407 0.00037329329005996896 -0.0014999660469788665 0.0010733825945180933 0.0012178289607333507 -0.00046082066566165429 7.1046653398172687e-06 -0.00048204156019973426 -0.00098213819888766959 0 0.00018939793015548251 -0.00019105458778635324 -0.00091545882839430364 -0.0005447699370509277 -0.00034134338514409481 0.0004996073965484255 -0.0010226088112210547 0.00069393842881194392 -0.00023596353224392973 -0.00072949418852105024 0.0013925090410012244 0.00056426094086410789 0.00079609314584168345 0.000471988098520741 0.00055293921813578885 9.5354962814273569e-06 0.00036302725777645392
leaf_weight=49 51 139 91 46 49 86 58 46 49 54 96 66 81 88 284 84 48 47 217 49 64 58 156 88 46 131 51 47 63 1201 46
leaf_count=49 51 139 91 46 49 86 58 46 49 54 96 66 81 88 284 84 48 47 217 49 64 58 156 88 46 131 51 47 63 1201 46
internal_value=0 -3.5152e-05 -0.000129487 -0.000239754 -0.000613057 -0.000252507 -0.000619201 6.62904e-05 0.000349656 0.000128435 0.000358284 -5.06627e-05 -0.000111021 -0.000470971 6.04446e-05 -0.000233299 -0.000460676 1.74515e-05 2.9245e-05 -1.57664e-05 -0.000292832 -0.000120016 0.000143497 -0.000104051 0.000326751 0.000126443 0.00018132 0.000936102 5.5145e-05 2.94012e-05 6.76833e-05
internal_weight=0 3680 1323 849 284 235 149 474 245 196 142 565 519 169 350 229 132 2357 2310 1652 339 275 658 278 380 287 190 93 1313 1250 97
internal_count=3729 3680 1323 849 284 235 149 474 245 196 142 565 519 169 350 229 132 2357 2310 1652 339 275 658 278 380 287 190 93 1313 1250 97
is_linear=0
shrinkage=0.0995203


Tree=7369
num_leaves=16
num_cat=0
split_feature=17 8 8 9 7 2 20 2 4 8 1 20 4 9 0
split_gain=0.0106463 0.00146628 0.0183633 0.00153302 0.00177169 0.00202973 0.00167691 0.00238192 0.00134743 0.00108667 0.000955345 0.00147561 0.000651439 0.00107476 0.000606531
threshold=-0.57205499999999987 -0.091914999999999983 -0.092984999999999998 -0.093949999999999992 -0.074334999999999998 0.12185000000000003 -0.24910499999999999 0.097285000000000024 0.08024000000000002 -0.15530999999999998 0.18123500000000006 -1.0000000180025095e-35 0.14154500000000006 -0.042790000000000002 -0.087300000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -3 -5 6 -6 -8 10 12 11 -2 13 -10 -13
right_child=1 3 -4 4 5 -7 7 -9 9 -11 -12 14 -14 -15 -16
leaf_value=0.001374456928387782 0.00040875310879377253 -0.00044175291666619419 -0.0020010533068536428 -0.00059113674073511726 0.00053464867497789094 0.00055164623289851995 1.3138067284909912e-05 -0.00044752331702687179 0.00046356172662123852 0.00047628641944765616 -0.00054961718234501872 -0.00033855037464360397 -0.00023265800162598053 -4.6063240477802211e-05 9.8077024162430726e-06
leaf_weight=54 48 77 50 48 58 69 2643 116 62 69 54 124 68 114 75
leaf_count=54 48 77 50 48 58 69 2643 116 62 69 54 124 68 114 75
internal_value=0 -3.30147e-05 -0.000166904 -3.21704e-06 8.0129e-06 1.82616e-05 4.90622e-06 -5.93338e-06 -1.62094e-05 0.000126882 -0.000167725 -8.09201e-05 2.47198e-05 0.000128813 -0.000203146
internal_weight=0 3675 664 3011 2934 2886 2817 2759 614 313 301 247 244 176 199
internal_count=3729 3675 664 3011 2934 2886 2817 2759 614 313 301 247 244 176 199
is_linear=0
shrinkage=0.0995203


Tree=7370
num_leaves=22
num_cat=0
split_feature=18 3 18 18 5 18 3 8 8 17 3 3 10 27 6 1 3 6 26 8 0
split_gain=0.0109895 0.00129308 0.00364991 0.0190227 0.00324835 0.00294206 0.00209867 0.00495917 0.00247771 0.00171956 0.00220782 0.00142853 0.00128929 0.00103122 0.0011881 0.00642474 0.00587697 0.00226704 0.00120082 0.000622241 0.000532981
threshold=0.31690500000000005 0.088685000000000028 0.086510000000000017 0.089365000000000014 -0.095169999999999991 0.09365500000000003 0.087515000000000023 -0.08595499999999999 -0.083135000000000001 0.12439000000000001 0.086850000000000024 0.084065000000000015 0.090150000000000022 -0.01137 0.11690000000000002 -0.07002499999999999 0.10850000000000003 0.11229000000000001 0.096535000000000024 -0.083849999999999994 -0.086025000000000004
decision_type=2 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 -6 9 -8 -9 10 11 -1 13 -3 17 -16 -17 18 -15 -12 -7
right_child=-2 12 3 4 5 20 7 8 -10 -11 19 -13 -14 14 15 16 -18 -19 -20 -21 -22
leaf_value=0.00016612953741444321 0.0015172080112302734 -0.00033297793340411104 -0.001965500265505521 0.0006626389505963241 -0.00086279976832813097 -0.00013217945949604902 0.00039256823640344281 -0.0012595273850915425 -0.00034398897481055458 -0.00047665897759156876 0.00025267035219417029 -0.00011398171060359127 -0.00043321331507588352 0 -0.0012119277174808157 0.0006512345364701168 -0.00053554249586196246 0.00069437056530066254 0.00018279282949888785 0.00080578896004981102 0.00032374758733178286
leaf_weight=345 46 76 62 57 48 51 65 46 91 59 46 376 62 1464 47 90 76 55 473 46 48
leaf_count=345 46 76 62 57 48 51 65 46 91 59 46 376 62 1464 47 90 76 55 473 46 48
internal_value=0 -3.04675e-05 -0.000108513 -0.000438746 2.12556e-05 -0.000221875 -2.59608e-05 -0.000315467 -0.000657372 4.0165e-05 7.86782e-05 1.89167e-05 1.38184e-05 2.63281e-05 3.90836e-05 -0.000183337 0.000102959 6.32775e-05 4.49353e-05 0.000538128 8.06072e-05
internal_weight=0 3683 1340 266 204 147 1074 202 137 872 813 721 2343 2281 2205 213 166 1992 1937 92 99
internal_count=3729 3683 1340 266 204 147 1074 202 137 872 813 721 2343 2281 2205 213 166 1992 1937 92 99
is_linear=0
shrinkage=0.0995203


Tree=7371
num_leaves=13
num_cat=0
split_feature=17 8 8 9 7 2 20 2 5 6 5 5
split_gain=0.00833904 0.00116901 0.0143158 0.00119028 0.00143795 0.00178667 0.00131607 0.00191504 0.00111684 0.000787074 0.000741878 0.000651684
threshold=-0.57205499999999987 -0.091914999999999983 -0.092984999999999998 -0.093949999999999992 -0.074334999999999998 0.12185000000000003 -0.24910499999999999 0.097285000000000024 0.23074000000000006 0.093835000000000016 -0.0058299999999999992 -0.084089999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -3 -5 6 -6 -8 9 10 11 -2
right_child=1 3 -4 4 5 -7 7 -9 -10 -11 -12 -13
leaf_value=0.0012173628002853276 -3.7236249768999991e-05 -0.00038812578977751922 -0.0017672982499904368 -0.00053148618274606986 0.00047421900914610765 0.00051791286351354445 1.2421156493805601e-05 -0.0004006343044240943 0.00044443076725779473 -0.00043691923184518598 -0.00031698971112348166 0.00024252735987870423
leaf_weight=54 338 77 50 48 58 69 2643 116 48 49 71 108
leaf_count=54 338 77 50 48 58 69 2643 116 48 49 71 108
internal_value=0 -2.82884e-05 -0.00014783 -1.65466e-06 8.20889e-06 1.74688e-05 4.92021e-06 -4.64873e-06 -1.46181e-05 -5.49945e-05 -1.72131e-05 2.86737e-05
internal_weight=0 3675 664 3011 2934 2886 2817 2759 614 566 517 446
internal_count=3729 3675 664 3011 2934 2886 2817 2759 614 566 517 446
is_linear=0
shrinkage=0.0995203


Tree=7372
num_leaves=10
num_cat=0
split_feature=1 2 19 21 21 9 8 29 8
split_gain=0.0121491 0.0016331 0.00143202 0.00124667 0.00157814 0.00324366 0.00129114 0.00186758 0.0005854
threshold=-0.55579999999999996 0.50951500000000005 -0.14551 -0.13730999999999999 -0.083919999999999995 0.084755000000000011 0.24853500000000003 -0.10206999999999999 -0.083390000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -6 -7
right_child=1 -3 3 4 6 8 -8 -9 -10
leaf_value=-0.0015656389186020088 -0.00053062254669862519 0.00055508076785682923 0.00050452546213234045 -0.00074002948263149229 -0.0005438325139817833 0.0003666102032803232 0.00047318183061704393 2.090553685402944e-05 -0.00012469487838246053
leaf_weight=49 49 54 50 83 59 46 61 3233 47
leaf_count=49 49 54 50 83 59 46 61 3233 47
internal_value=0 1.17183e-05 3.40509e-06 1.09452e-05 3.72e-06 -0.000286472 1.91964e-05 1.05355e-05 0.000109514
internal_weight=0 3682 3628 3579 3529 176 3353 3292 93
internal_count=3731 3682 3628 3579 3529 176 3353 3292 93
is_linear=0
shrinkage=0.0995203


Tree=7373
num_leaves=9
num_cat=0
split_feature=17 19 11 0 11 21 36 18
split_gain=0.0139579 0.0016854 0.00165186 0.00139897 0.00127676 0.0011342 0.00104796 0.00100787
threshold=-0.57205499999999987 -0.17233499999999999 -0.11166 -0.059114999999999994 0.097200000000000022 -0.13730999999999999 0.089700000000000016 -0.057764999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 7 -7
right_child=1 2 4 -5 -6 6 -8 -9
leaf_value=-0.001611553423527959 -0.00058294969039059715 5.1454107568296575e-05 0.00049862137260598316 0.00077890080648296354 -0.00050957307102400637 -5.8822424300580856e-05 -0.00040435292602134957 5.6758792898819994e-05
leaf_weight=53 46 58 48 52 46 1112 59 2257
leaf_count=53 46 58 48 52 46 1112 59 2257
internal_value=0 1.50037e-05 2.28023e-05 0.00040278 1.07023e-05 1.78229e-05 1.08518e-05 1.83661e-05
internal_weight=0 3678 3632 110 3522 3476 3428 3369
internal_count=3731 3678 3632 110 3522 3476 3428 3369
is_linear=0
shrinkage=0.0995203


Tree=7374
num_leaves=11
num_cat=0
split_feature=18 19 7 9 6 0 9 9 2 9
split_gain=0.0104166 0.00139695 0.00156842 0.00172483 0.00127422 0.00279869 0.0044663 0.000951255 0.00129201 0.00117294
threshold=0.31690500000000005 -0.17233499999999999 -0.075879999999999989 -0.46256000000000003 -0.14723999999999998 -0.057604999999999996 0.10814500000000002 0.11351500000000002 -0.076954999999999996 0.11741500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 8 -6 -9
right_child=-2 2 3 4 7 -7 -8 9 -10 -11
leaf_value=-0.00052724985173549488 -0.0014955687147881476 0.00047853224957741634 0.00060784622070391239 -0.00023758673946936849 5.4219518105354941e-05 -0.00074222617200198288 0.0007398350529149928 0.0006787741637608773 -8.4301228426102555e-05 8.8816986438359258e-05
leaf_weight=47 46 72 47 228 1973 70 58 46 1006 138
leaf_count=47 46 72 47 228 1973 70 58 46 1006 138
internal_value=0 1.12603e-05 1.84425e-05 8.92336e-06 6.91468e-07 -0.000177571 -3.65059e-05 2.10139e-05 7.16665e-06 0.000240755
internal_weight=0 3685 3638 3566 3519 356 286 3163 2979 184
internal_count=3731 3685 3638 3566 3519 356 286 3163 2979 184
is_linear=0
shrinkage=0.0995203


Tree=7375
num_leaves=17
num_cat=0
split_feature=17 11 11 1 1 17 9 9 3 9 6 3 3 18 2 3
split_gain=0.0109237 0.00131258 0.00299213 0.00086853 0.00228911 0.00132912 0.00199597 0.00311803 0.00171721 0.0029005 0.00159498 0.00129818 0.00189971 0.00182126 0.0028324 0.00182107
threshold=-0.57205499999999987 -0.11166 -0.37931999999999999 -0.073844999999999994 -0.07002499999999999 -0.56005499999999986 0.097200000000000022 0.10591500000000002 0.094410000000000008 0.093235000000000026 0.095080000000000012 0.08777500000000002 0.08844500000000001 0.086800000000000016 -0.016354999999999998 0.088845000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3 8 -8 10 -10 -7 13 -13 14 -6 -14
right_child=1 3 -4 4 11 6 7 -9 9 -11 -12 12 15 -15 -16 -17
leaf_value=-0.001425073901444523 -7.2052981710407947e-05 -0.00043651778308885698 0.00096650408160962517 -0.00060460462725211474 -0.000244134211033044 5.1367181154592857e-05 0.0010818295936485894 0 1.3365554640796222e-05 -0.00085333151222031546 0.00043463210147803405 0.00053825805179307396 -0.00061594166859288684 -0.00063545220028083272 0.00036948940220197303 1.9487511479114266e-05
leaf_weight=53 65 50 46 68 279 929 49 59 131 53 123 68 46 70 101 1541
leaf_count=53 65 50 46 68 279 929 49 59 131 53 123 68 46 70 101 1541
internal_value=0 1.38732e-05 0.000350965 3.15386e-06 -3.59371e-05 6.4677e-05 8.39318e-05 0.000495027 4.73485e-05 -0.000231832 9.69568e-05 -1.71779e-05 2.31411e-05 -0.000167282 -7.88852e-05 5.53424e-07
internal_weight=0 3678 111 3567 2173 1394 1344 108 1236 184 1052 2105 1655 450 380 1587
internal_count=3731 3678 111 3567 2173 1394 1344 108 1236 184 1052 2105 1655 450 380 1587
is_linear=0
shrinkage=0.0995203


Tree=7376
num_leaves=18
num_cat=0
split_feature=27 18 3 18 1 18 0 6 0 1 1 1 0 36 26 13 0
split_gain=0.0398552 0.00688312 0.00314754 0.0163083 0.00125647 0.00153406 0.00133177 0.00301152 0.00407513 0.0019935 0.00256334 0.00210684 0.00131625 0.000769356 0.00118297 0.000487987 0.000281304
threshold=0.11470500000000003 0.26473000000000008 0.082130000000000022 -0.095364999999999991 -0.49837999999999999 -0.088855000000000003 -0.082339999999999983 0.089725000000000013 -0.083390000000000006 -0.076329999999999995 -0.083284999999999984 -0.073104999999999989 -0.082885 0.08605500000000002 0.047170000000000011 0.079700000000000021 -0.081424999999999984
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 7 12 -9 10 -8 -11 -6 14 15 -5 -15
right_child=-2 -3 4 13 6 -7 9 8 -10 11 -12 -13 -14 16 -16 -17 -18
leaf_value=0.0020568229133918368 -0.0024986831414314042 -0.00094415627504990975 -0.00057871151743403755 0.00019121099399061937 7.244464610399819e-06 2.8109301104342677e-05 0.00010702178281517826 -0.00014554431531174866 -0.0012034515013937947 -0.0006310542825576249 0.00056497837772273834 4.3029664298927624e-05 0.00054841703902221769 -4.0884882768604025e-07 0.00054815617037779916 -0.00025737604236082771 -0.00036533911750667584
leaf_weight=47 63 71 76 46 1515 85 419 179 46 49 174 731 46 46 53 49 47
leaf_count=47 63 71 76 46 1515 85 419 179 46 49 174 731 46 46 53 49 47
internal_value=0 2.57033e-05 4.50156e-05 0.00036076 1.73791e-05 -0.000253256 3.14313e-05 -2.48545e-05 -0.000365466 0.000105244 0.000242777 0 2.37163e-05 2.65957e-05 0.000170517 -3.15484e-05 -0.000193638
internal_weight=0 3679 3608 288 3320 161 3159 1786 225 1373 593 780 1561 241 148 95 93
internal_count=3742 3679 3608 288 3320 161 3159 1786 225 1373 593 780 1561 241 148 95 93
is_linear=0
shrinkage=0.0995203


Tree=7377
num_leaves=13
num_cat=0
split_feature=22 29 18 3 3 18 18 18 2 10 18 36
split_gain=0.0276551 0.00592056 0.0062248 0.00262316 0.0150757 0.00102848 0.00267827 0.00231556 0.00191045 0.00107875 0.000556542 0.00055953
threshold=0.13292500000000004 -0.117605 0.26473000000000008 0.082130000000000022 0.079570000000000016 0.083830000000000029 0.022040000000000008 0.086285000000000014 -0.082644999999999982 0.09056500000000002 -0.018629999999999997 0.08605500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 6 9 -7 -9 -5 -3 -12
right_child=-2 2 -4 5 -6 7 -8 8 -10 -11 11 -13
leaf_value=-0.0010600930514215053 -0.0024401416096639194 -0.0002720895921775817 -0.00089880641099960277 -1.1498993551741725e-06 0.0018887994784844465 0.00080780983272042142 -0.00064421660050529932 0.00040463317299680313 1.2032465841519357e-06 0.00048005678489469056 0.00025362135227235039 -9.3412365822376209e-05
leaf_weight=50 46 56 70 2363 51 46 64 144 625 47 96 84
leaf_count=50 46 56 70 2363 51 46 64 144 625 47 96 84
internal_value=0 1.5056e-05 3.00248e-05 4.84356e-05 0.000337192 2.29896e-05 -8.64366e-06 0.000120019 7.78125e-05 7.89496e-06 0 8.71244e-05
internal_weight=0 3696 3646 3576 287 3289 2474 815 769 2410 236 180
internal_count=3742 3696 3646 3576 287 3289 2474 815 769 2410 236 180
is_linear=0
shrinkage=0.0995203


Tree=7378
num_leaves=22
num_cat=0
split_feature=27 8 6 1 2 8 9 2 9 4 9 2 5 9 5 27 0 1 0 5 4
split_gain=0.0313859 0.00341317 0.00709911 0.00866941 0.00210488 0.00797916 0.0131185 0.00158215 0.00204472 0.00409032 0.0014616 0.00118848 0.00193512 0.00422161 0.00165117 0.00151604 0.000822078 0.000883876 0.0017869 0.00167031 0.00110784
threshold=0.11470500000000003 -0.096609999999999988 0.087765000000000024 -0.080349999999999991 -0.089054999999999995 -0.075129999999999988 0.087515000000000023 -0.096314999999999998 0.098465000000000011 0.10252500000000002 0.10591500000000002 0.12875500000000004 0.5134350000000002 0.09649000000000002 0.41370500000000004 -0.01137 -0.14574499999999999 0.18123500000000006 -0.09937 -0.086109999999999992 0.11198000000000002
decision_type=2 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 -4 5 6 -3 8 9 -7 -10 12 14 -14 15 -6 -1 19 -19 -18 -21
right_child=-2 4 3 -5 11 7 -8 -9 10 -11 -12 -13 13 -15 -16 -17 17 18 -20 20 -22
leaf_value=0.00023122377144021406 -0.0022160923458352097 4.5148620210047594e-05 -0.0018553804224827222 2.622809965185671e-06 -0.00043225830830012657 2.4515257395492573e-05 0.0022351100047403819 0.00053284394725925126 0.00069884844584802198 -0.00094401512294629592 -1.5668155305645815e-05 -0.00039852191670632152 0.0010832517410337636 -0.0001735631355495613 -0.00049036451844464808 4.6952145673372379e-05 0.00042519073597297591 -0.00073086756386612096 8.3068997332291647e-05 2.7948423911694976e-05 -0.00049607852015246261
leaf_weight=90 63 64 52 46 67 172 48 55 51 57 59 63 53 51 61 2355 66 56 48 102 63
leaf_count=90 63 64 52 46 67 172 48 55 51 57 59 63 53 51 61 2355 66 56 48 102 63
internal_value=0 2.40733e-05 -0.00021104 -0.000974904 6.32948e-05 0.000249492 0.000991013 3.6627e-05 -4.14654e-05 -0.000212985 0.000308166 2.74327e-05 3.81222e-05 0.000459058 2.01617e-05 3.33577e-05 -3.29762e-05 -0.000106399 -0.000347333 0 -0.000167173
internal_weight=0 3679 523 98 3156 506 112 394 339 229 110 2650 2587 104 2483 2422 425 335 104 231 165
internal_count=3742 3679 523 98 3156 506 112 394 339 229 110 2650 2587 104 2483 2422 425 335 104 231 165
is_linear=0
shrinkage=0.0995203


Tree=7379
num_leaves=17
num_cat=0
split_feature=27 18 3 17 18 18 3 20 5 18 18 20 18 5 27 2
split_gain=0.025558 0.00455316 0.0022022 0.0139552 0.00101809 0.00179631 0.00150472 0.00325405 0.00312748 0.00215953 0.00208525 0.000924249 0.00109384 0.000745881 0.000747097 0.000737909
threshold=0.11410500000000003 0.26473000000000008 0.082130000000000022 0.053575000000000012 0.084405000000000022 0.022040000000000008 0.10850000000000003 -0.083824999999999997 0.040570000000000016 0.090725000000000014 0.10307000000000002 -0.24910499999999999 0.0020050000000000003 -0.43873000000000001 0.079300000000000023 -0.077714999999999992
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 11 7 -6 10 -9 -8 -4 -13 -1 15 -15
right_child=-2 -3 4 -5 6 -7 8 9 -10 -11 -12 12 -14 14 -16 -17
leaf_value=0.00028675450382883885 -0.001953225032686517 -0.00076607377743992931 -0.00043841713505903121 0.001871193084600542 0.00096088854666363972 -0.00050252496043043555 0.00060882775821486897 0.00044671385215844966 -0.00078906162663078044 2.892934767240113e-06 -0.00016555919629459383 -2.7457944779795074e-06 0.0004500876791479409 -0.00057336808923784768 0.00016003169928143374 -4.2438025739458609e-05
leaf_weight=64 66 71 47 47 50 73 53 148 52 422 96 2323 54 46 62 68
leaf_count=64 66 71 47 47 50 73 53 148 52 422 96 2323 54 46 62 68
internal_value=0 2.26083e-05 3.83684e-05 0.000302995 1.52319e-05 -1.60922e-05 0.000111499 0.000188736 -0.000122672 0.000119567 0.0001044 -1.10534e-06 7.19716e-06 -6.99358e-07 -0.000109879 -0.000263854
internal_weight=0 3676 3605 287 3318 2497 821 620 201 570 149 2424 2377 240 176 114
internal_count=3742 3676 3605 287 3318 2497 821 620 201 570 149 2424 2377 240 176 114
is_linear=0
shrinkage=0.0995203


Tree=7380
num_leaves=23
num_cat=0
split_feature=0 4 5 27 0 0 0 20 0 17 26 0 0 0 8 18 20 26 0 18 17 1
split_gain=0.00308499 0.00503539 0.00517972 0.00203117 0.000801889 0.00250421 0.00198033 0.00166884 0.00340074 0.0016652 0.00143846 0.00229163 0.00211868 0.00199293 0.00148475 0.00135228 0.00122293 0.00128641 0.00106837 0.00227953 0.00127336 0.000652148
threshold=-0.19126499999999999 0.10533000000000002 -0.095169999999999991 0.11470500000000003 -0.079564999999999983 -0.080074999999999993 -0.051394999999999996 -0.0093149999999999986 -0.082339999999999983 0.033280000000000011 0.084735000000000019 -0.068604999999999985 -0.061654999999999995 -0.078809999999999991 -0.049499999999999995 0.10085500000000001 -1.0000000180025095e-35 0.11215000000000001 0.11291000000000002 -0.060544999999999995 -0.0064000000000000003 -0.025004999999999999
decision_type=2 2 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 7 10 8 15 18 11 21 -13 -12 -15 -2 -9 -18 20 -20 -8 -6
right_child=3 -3 -4 -5 6 -7 9 16 -10 -11 13 12 -14 14 -16 -17 17 -19 19 -21 -22 -23
leaf_value=0.00078258226504007819 -3.4226592328847606e-05 -0.00093864203775911132 -0.00049525600882661914 0.00060317344034770235 0.00012259589013050742 0.00080712582382981676 0.00027550700651917645 0.00050061235636408277 -0.00075892730788338638 0.00054405962723684683 -0.0007878644063040054 -0.000721056902871987 0.00019968898368757056 -6.9942845776936268e-05 -0.00053678107053951234 0.00037309653668903366 8.365280421878177e-05 0.00056839908048032632 -0.00068402976432024984 0.0001178442481115109 -0.00015337751839179662 0.00060400006529575539
leaf_weight=55 706 84 73 65 57 46 242 87 61 81 52 49 48 477 80 91 1057 58 54 97 93 66
leaf_count=55 706 84 73 65 57 46 242 87 61 81 52 49 48 477 80 91 1057 58 54 97 93 66
internal_value=0 -0.000339423 4.74197e-05 5.10307e-05 4.05487e-05 7.93921e-05 -1.74639e-05 6.27443e-05 -4.25487e-05 0.000125169 -0.000116006 9.9654e-05 -0.000256991 -0.000195257 -0.000138463 1.12537e-05 0.000138585 0.000109603 5.36692e-05 -0.000163497 0.000154 0.000387566
internal_weight=0 212 128 3567 3502 2106 1396 2060 858 567 829 220 97 609 557 797 1202 1115 486 151 335 123
internal_count=3779 212 128 3567 3502 2106 1396 2060 858 567 829 220 97 609 557 797 1202 1115 486 151 335 123
is_linear=0
shrinkage=0.0995203


Tree=7381
num_leaves=14
num_cat=0
split_feature=27 23 20 6 3 3 3 6 5 26 26 6 2
split_gain=0.00185534 0.00214314 0.00176045 0.0041468 0.00128068 0.00311091 0.00124017 0.0010099 0.000985798 0.000945153 0.00211956 0.00159663 0.000877841
threshold=0.10734500000000002 0.086650000000000019 -0.15615999999999999 0.23153500000000005 0.084065000000000015 0.08345000000000001 -0.14674999999999996 0.12386500000000002 -0.0033300000000000001 0.093835000000000016 0.096685000000000021 0.11229000000000001 -0.026175
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 9 -8 11 -11 -6 -2
right_child=12 -3 4 -5 7 -7 8 -9 -10 10 -12 -13 -14
leaf_value=-0.00078201891431808012 0.00075494150780375171 -0.00057002256536900834 0.00046645035870502199 0.00033034152670515931 2.5856999670946582e-05 0.00071856002186765843 -0.00017515584402771491 0.00037033001407971964 0.00026140757035976838 -0.00042521839727168603 -2.388161662507263e-06 0.00060705633259170127 0.00013775352810012074
leaf_weight=81 49 61 58 55 2254 91 173 78 72 150 559 48 50
leaf_count=81 49 61 58 55 2254 91 173 78 72 150 559 48 50
internal_value=0 1.44085e-05 2.44856e-05 -0.000326148 3.84118e-05 0.000207566 5.13978e-05 1.65712e-05 -4.35183e-05 7.13518e-06 -9.29991e-05 3.83315e-05 0.0004515
internal_weight=0 3680 3619 136 3483 394 303 3089 245 3011 709 2302 99
internal_count=3779 3680 3619 136 3483 394 303 3089 245 3011 709 2302 99
is_linear=0
shrinkage=0.0995203


Tree=7382
num_leaves=22
num_cat=0
split_feature=0 22 4 4 27 9 9 19 3 9 18 6 3 26 6 6 6 26 9 5 18
split_gain=0.00238061 0.00439401 0.00798391 0.00559585 0.00137396 0.000719041 0.00301434 0.00166602 0.00165035 0.00294975 0.00712081 0.00547105 0.00241148 0.00138293 0.00303006 0.00353165 0.00202495 0.00340711 0.00214662 0.00159748 0.00120271
threshold=-0.19126499999999999 0.083450000000000024 0.10543500000000001 0.087495000000000031 0.11470500000000003 0.08951000000000002 0.089105000000000018 -0.07525999999999998 0.11275500000000002 0.11408000000000003 -0.046804999999999992 0.11596500000000003 0.11025500000000002 0.087625000000000022 0.090460000000000026 0.089090000000000016 0.090335000000000013 0.084355000000000027 0.088035000000000016 -0.0058299999999999992 0.089365000000000014
decision_type=2 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 13 -7 12 10 -10 -11 20 16 15 -15 18 -18 -2 -16 -9
right_child=4 -3 -4 -5 -6 7 -8 8 9 11 -12 -13 -14 14 19 -17 17 -19 -20 -21 -22
leaf_value=-0.00072394766864691189 -1.1214263276807524e-05 0.00054024838629045742 -0.0015373898941571124 0.00069089902448890399 0.00049730776029456331 -0.00059700161955125979 0.00073381355124939058 5.3192225609675861e-05 -0.0001398770201945317 -0.00091704147548634209 0.0010666197746688694 0.00050854497332429875 -0.000695166479793762 0.00019360106049233169 -0.00065501108243830439 0.0010461632486276605 -8.8281524514406105e-06 0.0010193764215674795 -0.00066409813253427339 7.4288222432532304e-05 -0.00018112110875599343
leaf_weight=59 1312 47 54 52 65 48 66 663 99 54 93 52 56 380 55 56 84 50 52 61 321
leaf_count=59 1312 47 54 52 65 48 66 663 99 54 93 52 56 380 55 56 84 50 52 61 321
internal_value=0 -0.000299976 -0.000544274 -5.37616e-05 4.3003e-05 3.4337e-05 7.09227e-05 -2.09276e-05 0 0.000206219 0.000440256 -0.000209974 -5.94258e-05 4.91815e-05 0.000183837 0.000304982 0 0.000368721 -3.67045e-05 -0.000264443 -2.24134e-05
internal_weight=0 212 165 111 3567 3502 2116 1386 1338 298 192 106 1040 2050 552 436 1498 134 1364 116 984
internal_count=3779 212 165 111 3567 3502 2116 1386 1338 298 192 106 1040 2050 552 436 1498 134 1364 116 984
is_linear=0
shrinkage=0.0995203


Tree=7383
num_leaves=8
num_cat=0
split_feature=21 27 23 4 4 23 1
split_gain=0.00174759 0.00195068 0.00149382 0.00101934 0.00148849 0.00148098 0.00136729
threshold=0.16638500000000003 0.11470500000000003 0.086650000000000019 0.14727500000000002 0.13744000000000003 -0.022119999999999997 0.50644500000000015
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7
right_child=-2 -3 -4 -5 -6 6 -8
leaf_value=0.00049579170560527124 -0.00052013074032106546 0.00062415528353277564 -0.00046270464426226678 0.00043691631514086921 -0.0004216759355523405 3.0562488759378791e-05 -0.00048299325793964049
leaf_weight=67 58 54 62 60 73 3353 52
leaf_count=67 58 54 62 60 73 3353 52
internal_value=0 2.98382e-05 2.0863e-05 2.94067e-05 2.22785e-05 3.18486e-05 2.24792e-05
internal_weight=0 3721 3667 3605 3545 3472 3405
internal_count=3779 3721 3667 3605 3545 3472 3405
is_linear=0
shrinkage=0.0995203


Tree=7384
num_leaves=15
num_cat=0
split_feature=20 8 3 5 27 23 4 23 8 5 4 1 1 2
split_gain=0.0173442 0.00688406 0.0150054 0.0194792 0.00364871 0.00115735 0.00160913 0.00144327 0.00131673 0.000827876 0.000926754 0.0012374 0.00203703 0.000375431
threshold=-0.41270499999999993 -0.094139999999999988 0.08802500000000002 -0.053109999999999997 0.11726500000000002 0.086085000000000023 0.13707500000000003 -0.022119999999999997 -0.091600000000000001 -0.50544999999999984 0.13962500000000003 0.18123500000000006 0.0049450000000000015 -0.081604999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 13 5 6 7 -3 -9 -4 11 12 -11 -2
right_child=1 4 9 -5 -6 -7 -8 8 -10 10 -12 -13 -14 -15
leaf_value=-0.0018937861639382707 -7.279817767006066e-05 0.00057359889490567802 -0.00032072155424024229 -0.0023932020211667139 0.0009406986630629546 0.00053714862791342372 -0.00049955859924191855 0.00039983162592385134 3.4727140779526777e-05 -1.0896595075212361e-05 0.00048228621095983132 -0.00036603375353908647 0.0007095205757080697 -0.0004390568759523262
leaf_weight=48 55 53 51 67 47 49 52 102 2803 178 55 60 49 72
leaf_count=48 55 53 51 67 47 49 52 102 2803 178 55 60 49 72
internal_value=0 1.01095e-05 -0.000302185 -0.00101855 6.93934e-05 5.57386e-05 4.76297e-05 5.75257e-05 4.78284e-05 4.93552e-05 0.000106936 3.21521e-05 0.000141006 -0.000286887
internal_weight=0 3693 587 194 3106 3059 3010 2958 2905 393 342 287 227 127
internal_count=3741 3693 587 194 3106 3059 3010 2958 2905 393 342 287 227 127
is_linear=0
shrinkage=0.0995203


Tree=7385
num_leaves=13
num_cat=0
split_feature=20 3 4 27 18 8 18 26 0 3 20 8
split_gain=0.0140637 0.00576526 0.0171699 0.00510012 0.00194744 0.00822308 0.0013677 0.00130667 0.0010513 0.00153383 0.000982144 0.00087676
threshold=-0.41270499999999993 0.080495000000000025 0.088230000000000017 0.11726500000000002 0.22074500000000005 -0.081174999999999983 0.14994000000000005 -0.083385000000000001 -0.23058999999999999 0.10525500000000003 -0.080434999999999993 -0.094139999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 8 -4 9 -3 -10 -9
right_child=1 3 7 -5 5 -7 -8 11 10 -11 -12 -13
leaf_value=-0.0017053162869784353 -0.0021884130328933735 0.00065524205084071955 -0.00035749847388429019 0.001062292038267172 -0.0013680746043305981 0.00050559816997998073 0.00049418032526090728 -0.00015830580642764585 -9.2354041048075885e-05 -4.5352639561079249e-05 4.8317505359167164e-05 0.00037495929762215626
leaf_weight=48 46 64 87 48 46 46 65 51 609 56 2504 71
leaf_count=48 46 64 87 48 46 46 65 51 609 56 2504 71
internal_value=0 9.08136e-06 -0.000447214 4.31634e-05 2.84917e-05 -0.00042234 4.13162e-05 -6.00663e-05 3.19581e-05 0.000321476 2.05348e-05 0.000145327
internal_weight=0 3693 255 3438 3390 92 3298 209 3233 120 3113 122
internal_count=3741 3693 255 3438 3390 92 3298 209 3233 120 3113 122
is_linear=0
shrinkage=0.0995203


Tree=7386
num_leaves=10
num_cat=0
split_feature=6 28 9 3 18 9 7 26 9
split_gain=0.0145249 0.00837432 0.00319915 0.00539922 0.00235931 0.00182926 0.00270966 0.00147518 0.00142624
threshold=0.23663500000000004 0.083225000000000021 0.11582000000000002 0.13085500000000003 0.26473000000000008 0.11296000000000002 0.093110000000000012 0.11991000000000003 0.12372500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 6 7 -1 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=3.2223779902154142e-05 -0.0016795654602762475 -0.0010664028229550567 0.00045689062118222669 0.0012617554080895435 -0.00058810507282397483 -0.00060077135794178661 0.00069361183901973131 -0.00030344887178160882 -0.00018508773648678433
leaf_weight=3122 51 70 60 55 64 46 60 135 78
leaf_count=3122 51 70 60 55 64 46 60 135 78
internal_value=0 1.14003e-05 3.2468e-05 0.000426804 1.00211e-05 2.16472e-05 3.05257e-05 1.80591e-05 8.81013e-05
internal_weight=0 3690 3620 193 3427 3363 3317 3257 138
internal_count=3741 3690 3620 193 3427 3363 3317 3257 138
is_linear=0
shrinkage=0.0995203


Tree=7387
num_leaves=13
num_cat=0
split_feature=20 28 29 8 18 18 3 8 17 0 8 8
split_gain=0.0100255 0.00675928 0.00252817 0.00175921 0.00590737 0.00152958 0.00213361 0.00116833 0.00117053 0.00103799 0.00546682 0.00173402
threshold=-0.41270499999999993 0.083225000000000021 -0.11266 -0.086304999999999993 0.17794000000000004 0.14607000000000003 0.10871500000000002 -0.085814999999999989 -0.078119999999999995 -0.086589999999999986 -0.087374999999999994 -0.087374999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 9 7 -7 -5 -9 11 -11 -4
right_child=1 -3 3 5 -6 6 -8 8 -10 10 -12 -13
leaf_value=-0.0014394344114359401 0.00071627708910386315 -0.00096027421635897186 -1.8961529663162505e-05 0.00052684655070228106 -0.001193624630025964 0.00089069279483591356 3.0609227215870255e-05 -5.5885608095666057e-05 8.9303916819623985e-05 -2.7883096152919893e-05 -0.0011876378915622943 0.00050480956512357776
leaf_weight=48 52 70 573 49 46 52 68 878 1453 336 46 70
leaf_count=48 52 70 573 49 46 52 68 878 1453 336 46 70
internal_value=0 8.03613e-06 2.69708e-05 1.67041e-05 -8.97035e-05 6.26165e-05 0.000410134 4.47506e-05 3.42653e-05 -3.93629e-05 -0.000169683 3.67855e-05
internal_weight=0 3693 3623 3571 1071 2500 120 2380 2331 1025 382 643
internal_count=3741 3693 3623 3571 1071 2500 120 2380 2331 1025 382 643
is_linear=0
shrinkage=0.0995203


Tree=7388
num_leaves=17
num_cat=0
split_feature=20 5 18 5 9 6 20 4 1 18 6 6 6 4 9 2
split_gain=0.00514628 0.00371252 0.0149198 0.00557452 0.0126696 0.00372035 0.00253483 0.00243454 0.00219991 0.00190724 0.00651227 0.00338446 0.00188816 0.00191035 0.00312746 0.00261783
threshold=-0.41270499999999993 0.058505000000000008 -0.10303999999999999 0.066815000000000027 0.087695000000000009 0.11816500000000002 -0.096095 0.15028500000000003 -0.062804999999999986 -0.081229999999999983 0.10877500000000002 0.091795000000000015 -0.088734999999999994 0.097375000000000017 0.095415000000000014 -0.073369999999999991
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 7 8 9 -5 11 -11 -4 -8 15 -15 -14
right_child=1 3 5 6 -6 -7 12 -9 -10 10 -12 -13 13 14 -16 -17
leaf_value=0.001046037788259051 -0.0013781351648189432 -0.0001771488920744423 -5.3214197767325251e-05 8.3192568835464164e-05 0.0020978166708437202 -0.00064391605229514165 -0.00055562125192213838 -0.00064694696277804373 0.0010776569974300283 3.2911986701221485e-05 0.0010027323840415671 -0.00089714035551119475 0 -0.00065768290370724796 0.0003626353428830595 0.00046913356084997225
leaf_weight=48 81 50 346 46 46 88 50 54 46 2110 71 55 329 78 47 181
leaf_count=48 81 50 346 46 46 88 50 54 46 2110 71 55 329 78 47 181
internal_value=0 8.49442e-06 -4.70526e-05 0.000187908 0.000904412 -7.17143e-06 9.83288e-05 1.37751e-05 0.000589323 2.79105e-05 6.48588e-05 -0.000171006 3.11899e-05 7.86848e-05 -0.000267494 0.000165138
internal_weight=0 3678 2805 873 96 2724 777 2636 92 2582 2181 401 685 635 125 510
internal_count=3726 3678 2805 873 96 2724 777 2636 92 2582 2181 401 685 635 125 510
is_linear=0
shrinkage=0.0995203


Tree=7389
num_leaves=15
num_cat=0
split_feature=19 20 2 2 0 10 21 21 2 1 2 0 2 21
split_gain=0.00434767 0.00248788 0.00254758 0.0119707 0.00508564 0.0134637 0.00278819 0.00418341 0.00204599 0.00184233 0.00133604 0.00396236 0.00156657 0.00113077
threshold=-0.10411999999999999 -0.40431 -0.083974999999999994 -0.083534999999999984 -0.12236 0.077600000000000016 -0.026109999999999998 -0.013044999999999999 -0.084674999999999986 0.62916000000000016 -0.082704999999999987 -0.083885000000000001 -0.08237499999999999 -0.08564999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 13 -8 -9 10 11 -5 -12 -6
right_child=1 2 3 9 6 -7 7 8 -10 -11 12 -13 -14 -15
leaf_value=0.00086024662536616874 0.00071032630385588083 -0.0020530482934880642 0.0015052373329111903 -0.00026479995889197697 7.4206616209921767e-05 0.00010842960025745004 -0.0010258898166417229 -2.518968383496737e-05 -0.0006445006087628755 -0.00060304374839979097 -0.00045171793616289132 0.00086281953595477505 2.9571336489475073e-05 0.00064684073462286914
leaf_weight=60 49 47 55 55 76 71 48 781 57 46 69 68 2176 68
leaf_count=60 49 47 55 55 76 71 48 781 57 46 69 68 2176 68
internal_value=0 5.86456e-06 -3.45256e-06 5.32669e-05 -0.000126152 -0.000745561 -5.43957e-05 -0.000121094 -6.82916e-05 1.98464e-05 3.22921e-05 0.000351944 1.44143e-05 0.000350302
internal_weight=0 3666 3617 2469 1148 118 1030 886 838 2414 2368 123 2245 144
internal_count=3726 3666 3617 2469 1148 118 1030 886 838 2414 2368 123 2245 144
is_linear=0
shrinkage=0.0995203


Tree=7390
num_leaves=25
num_cat=0
split_feature=20 5 5 8 5 26 5 26 26 26 19 26 17 5 17 5 0 3 7 6 20 5 17 8
split_gain=0.00355614 0.00280863 0.00569108 0.0157458 0.00457425 0.0168701 0.00273419 0.00292357 0.00281184 0.00244592 0.00276266 0.00358535 0.00186883 0.00246009 0.00431778 0.00299974 0.00280679 0.0017074 0.00158721 0.00144526 0.00143197 0.00167699 0.00167309 0.00127263
threshold=-0.41270499999999993 0.058505000000000008 -0.011964999999999998 -0.094375000000000001 0.066815000000000027 0.087260000000000018 -0.010764999999999999 0.09032500000000003 0.092955000000000024 0.096980000000000025 -0.071824999999999986 0.093835000000000016 0.0084900000000000028 -0.028405 0.12576000000000004 -0.040404999999999996 -0.057604999999999996 0.12015500000000003 0.081390000000000018 0.089810000000000015 -0.084224999999999994 -0.013384999999999999 -0.073689999999999992 -0.064125000000000001
decision_type=2 2 2 2 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 5 -3 -5 19 -9 10 -6 17 18 15 -15 16 -14 -12 20 -8 22 -22 -2 -11
right_child=1 4 3 6 9 -7 7 8 -10 23 11 -13 13 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.00086906800278946361 -0.00062985888098735963 -0.00049379257724521577 -0.0019820118669951255 -0.00088038738866302402 0.00074466143253757128 0.0021341878324405545 -4.0722556133776855e-05 -0.0011112214949126527 -0.0001883777926715784 0.00086413606456223831 -5.1869091747043638e-05 -0.00083793421370594891 -6.8282153048166598e-06 6.0645999209276707e-05 -0.0012178422382005749 0.0006605136219653379 -0.00077820499563288647 0.00040806125031682199 -0.00042929861463984347 0.00049899289422400612 0.00015888854835223435 0.00076096049128133189 7.2083896951961375e-05 0.00016794639666773981
leaf_weight=48 47 48 50 48 47 48 453 48 112 54 471 52 585 55 48 61 51 96 49 55 981 49 113 57
leaf_count=48 47 48 50 48 47 48 453 48 112 54 471 52 585 55 48 61 51 96 49 55 981 49 113 57
internal_value=0 6.53648e-06 -4.17484e-05 -0.000273179 0.000162616 0.000811671 -0.000152703 -9.91891e-05 -0.000470348 8.13707e-05 8.03518e-06 -4.65736e-05 4.47925e-05 -7.31407e-05 -0.000527207 -4.86605e-06 -6.99711e-05 2.4559e-05 0.000121601 1.60998e-05 0.000144973 0.000188326 -0.000128996 0.000514008
internal_weight=0 3678 2805 766 873 96 716 668 160 777 666 619 2039 800 103 697 636 567 1239 508 1190 1030 160 111
internal_count=3726 3678 2805 766 873 96 716 668 160 777 666 619 2039 800 103 697 636 567 1239 508 1190 1030 160 111
is_linear=0
shrinkage=0.0995203


Tree=7391
num_leaves=16
num_cat=0
split_feature=19 6 18 0 18 5 6 5 5 9 1 21 1 26 2
split_gain=0.00297365 0.0021205 0.00249815 0.0177665 0.00629611 0.0121416 0.00250727 0.0018287 0.0022777 0.00210357 0.00162579 0.00640306 0.00262378 0.00124211 0.00130106
threshold=-0.10411999999999999 0.18123500000000006 -0.091229999999999992 -0.110495 -0.088855000000000003 -0.004089999999999999 0.093835000000000016 -0.029944999999999996 -0.040404999999999996 0.11296000000000002 -0.0088199999999999997 0.085955000000000018 -0.011155 0.096535000000000024 0.096520000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 13 8 9 -6 12 -12 -9 14 -5
right_child=1 -3 4 6 7 -7 -8 10 -10 -11 11 -13 -14 -15 -16
leaf_value=0.00071108750414469203 -0.0018479989430106576 0.00049586123659357015 -0.00032450833773350326 -6.1826730684391221e-05 8.1548956607755085e-05 0.0018804203354163683 -0.00061625355181384189 -7.4116530186158167e-05 0.00061255760739588512 -0.00033136006052455629 -0.0010489746064407351 0.00012433160217646845 0.00067821168103281745 0.00052520514927877158 0.00044843732182944297
leaf_weight=60 58 85 47 374 1440 51 61 999 74 133 78 110 48 51 57
leaf_count=60 58 85 47 374 1440 51 61 999 74 133 78 110 48 51 57
internal_value=0 4.44698e-06 -6.98882e-06 -0.000192267 3.01029e-05 0.000814602 -1.39036e-05 3.14264e-06 7.20637e-05 4.61163e-05 -8.81078e-05 -0.000358111 -3.88439e-05 6.06291e-05 3.75666e-06
internal_weight=0 3666 3581 601 2980 98 543 2882 1647 1573 1235 188 1047 482 431
internal_count=3726 3666 3581 601 2980 98 543 2882 1647 1573 1235 188 1047 482 431
is_linear=0
shrinkage=0.0995203


Tree=7392
num_leaves=20
num_cat=0
split_feature=27 0 19 6 8 6 19 21 21 19 19 5 20 21 21 0 26 8 3
split_gain=0.00149211 0.00204579 0.0014419 0.00222572 0.00336523 0.00197684 0.00171945 0.00158353 0.0086695 0.00128481 0.00130234 0.00113192 0.000965879 0.00217937 0.00094126 0.00131069 0.00128986 0.000934327 0.000165782
threshold=0.10274500000000002 -0.059114999999999994 0.079460000000000017 -0.0072949999999999994 -0.082419999999999993 -0.011749999999999998 0.0069650000000000016 -0.018669999999999996 -0.042694999999999997 0.12477000000000003 0.10189500000000003 -0.11930499999999999 -0.042414999999999994 -0.077574999999999991 0.15544000000000005 -0.229625 -0.15514999999999998 -0.067434999999999981 0.090205000000000021
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 -5 9 7 8 12 10 -4 -12 13 -1 15 -9 -17 -11 -6
right_child=1 -3 3 4 18 -7 -8 14 -10 17 11 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=8.0301102374330532e-05 6.2336923781423365e-06 0.00081483193377809762 -8.8354286465852695e-05 0.0010910536415827407 0.00022085196764808627 -0.00054745615855238225 -0.00062108134772442369 -0.00042611346735055256 -0.0013528104949527568 9.0023230395706055e-05 6.601488071850085e-05 0.00071828354355365034 0.00041029535980618601 -0.00069048556179030895 0.0004130429707448619 -0.00038856089749837828 -6.2875470691796194e-07 -0.00046695486001733296 -3.4222953972850908e-05
leaf_weight=155 87 50 63 53 46 56 52 79 58 64 47 70 46 47 49 88 2528 53 46
leaf_count=155 87 50 63 53 46 56 52 79 58 64 47 70 46 47 49 88 2528 53 46
internal_value=0 0.000307318 -2.70375e-05 0.000129684 0.000458006 -2.86069e-06 -5.24616e-05 -4.24987e-05 -0.000257441 9.70677e-05 0.000265646 0.000463258 0 -9.49879e-05 -1.82308e-05 -2.63759e-05 -1.39914e-05 -0.000155286 8.44164e-05
internal_weight=0 137 3600 498 145 353 3102 3050 306 297 180 117 248 202 2744 2695 2616 117 92
internal_count=3737 137 3600 498 145 353 3102 3050 306 297 180 117 248 202 2744 2695 2616 117 92
is_linear=0
shrinkage=0.0995203


Tree=7393
num_leaves=30
num_cat=0
split_feature=18 18 2 5 26 21 0 5 18 5 5 4 18 0 21 0 17 17 3 3 20 18 2 5 5 20 0 26 20
split_gain=0.00180704 0.00340101 0.00450934 0.0119497 0.00324492 0.00233167 0.00497088 0.00257793 0.00144256 0.00166994 0.00256086 0.0021126 0.00325147 0.00127782 0.0027235 0.00632839 0.00117757 0.00257121 0.00137406 0.00320628 0.00211861 0.00108084 0.000909794 0.00129183 0.0024958 0.00354794 0.00144812 0.00100307 0.00083637
threshold=-0.057764999999999997 -0.090899999999999995 -0.086414999999999992 -0.014739999999999998 0.084585000000000021 0.085955000000000018 -0.082794999999999994 0.00093000000000000016 -0.14624999999999996 0.27287000000000011 0.24444000000000005 0.081905000000000019 -0.099739999999999995 -0.19126499999999999 0.090285000000000018 -0.23058999999999999 -0.46992499999999998 -0.54441499999999998 0.11404500000000002 0.097255000000000022 -0.074014999999999984 0.19545000000000004 -0.23769999999999999 0.19791500000000004 0.063170000000000018 -0.0071449999999999994 -0.064859999999999987 0.10353500000000003 -0.077394999999999992
decision_type=2 2 2 2 2 2 2 2 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 -4 6 -6 -8 16 10 11 12 -10 14 15 -2 17 -1 19 -18 -20 22 -15 24 27 -26 -25 -24 -23
right_child=13 2 4 -5 5 -7 7 -9 9 -11 -12 -13 -14 21 -16 -17 18 -19 20 -21 -22 28 23 26 25 -27 -28 -29 -30
leaf_value=6.2492093996855584e-05 0.00013938428651089798 -0.0021048260347783657 0.00048130200824586338 -7.0830310893894882e-05 -0.0013016787825040367 0.00032834495851965839 0.00016751614838709597 -0.00051212027751590936 -0.00060539440542623684 -0.00024865976128691039 0.00095572932555434455 0.000743653836345301 0.00026059343805144537 0.00044711922771578942 0.0002745007150800877 -0.0014032508817764355 0.00016329227645291055 -0.00094414140216023991 0.00076462499983151846 -0.00087370608757234187 -0.00012831378483451112 0.00064653082135917998 -1.1970732979434859e-05 0 -0.00015040218094483854 0.00097458316715367849 -0.00065663282085863355 0.00017227754762064317 7.5839701512261492e-05
leaf_weight=51 58 46 68 78 49 52 104 115 61 76 46 47 145 53 64 47 77 47 47 47 57 53 1592 76 46 66 56 357 56
leaf_count=51 58 46 68 78 49 52 104 115 61 76 46 47 145 53 64 47 77 47 47 47 57 53 1592 76 46 66 56 357 56
internal_value=0 -0.000113076 -0.000308201 -0.000831979 -0.000138698 -0.000273006 -0.000392741 -0.000185633 2.8273e-05 0.000162331 0.000269535 0.000141536 1.86151e-07 3.46376e-05 -0.000228777 -0.000543332 -0.000123424 -0.000411928 0 -0.000223162 0.000267355 5.38884e-05 3.86272e-05 2.83816e-05 4.805e-05 0.000505227 -0.000272513 2.13582e-05 0.000360842
internal_weight=0 1213 512 124 388 320 268 219 701 375 299 253 206 2524 169 105 326 98 228 124 104 2355 2246 2193 2061 112 132 1949 109
internal_count=3737 1213 512 124 388 320 268 219 701 375 299 253 206 2524 169 105 326 98 228 124 104 2355 2246 2193 2061 112 132 1949 109
is_linear=0
shrinkage=0.0995203


Tree=7394
num_leaves=28
num_cat=0
split_feature=18 26 26 5 2 17 5 5 6 17 4 18 18 26 18 18 27 2 2 2 26 26 17 21 17 9 5
split_gain=0.00146726 0.00261026 0.0160778 0.00237532 0.00284969 0.00346091 0.00193795 0.00161044 0.00258325 0.00503414 0.00156998 0.00207493 0.00283673 0.00139183 0.00125197 0.000932831 0.000831654 0.00122137 0.000992222 0.0033369 0.002228 0.00356843 0.00174528 0.00166387 0.00142408 0.0020901 0.000672742
threshold=-0.042474999999999999 0.085155000000000022 0.08598500000000002 -0.0050400000000000002 -0.086554999999999993 -0.008454999999999999 -0.012704999999999999 -0.040404999999999996 0.11690000000000002 0.40057000000000009 0.10739000000000003 -0.093649999999999997 -0.120155 0.08734500000000002 -0.17307499999999998 0.26090000000000008 0.10274500000000002 -0.032624999999999994 -0.075899999999999995 -0.077115000000000003 0.11377500000000003 0.10353500000000003 -0.036600000000000001 -0.075024999999999994 0.057560000000000014 0.11296000000000002 -0.080724999999999991
decision_type=2 2 2 2 2 2 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 -1 -4 9 13 11 12 14 -9 -5 16 18 -18 19 20 21 -2 -22 -20 25 -25 -26
right_child=15 2 7 10 5 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 23 -21 22 -23 -24 24 26 -27 -28
leaf_value=-0.00040460811426748316 3.0962925297002186e-05 -0.002030985656906288 -0.00064946119092163272 -4.8669594345340363e-05 0.00019740122833768881 0.0013224262265144526 0.00040623475369886585 0.00036326490985755586 -0.0006819190500140553 0.00095727453790158258 0.0003875998669699614 -0.00060546909294810014 0.00047894702939401193 -0.00015157546240740508 -0.00060683578307001412 0.00036623450234754437 0.00066620333843893148 0 0.00047754095142133954 0.00088724034757405707 -0.00086786765579015528 0.00082618118074904686 -2.468163344270457e-05 -0.00010193793414294613 0.0002467570819869209 -0.00059661548406695123 -8.5850154287548151e-05
leaf_weight=66 1130 46 49 115 71 46 52 59 58 51 55 86 74 404 64 81 48 66 51 47 46 59 56 515 135 103 104
leaf_count=66 1130 46 49 115 71 46 52 59 58 51 55 86 74 404 64 81 48 66 51 47 46 59 56 515 135 103 104
internal_value=0 -9.74234e-05 -0.000234785 4.69355e-05 0.000298238 0.000646716 -4.035e-05 -0.000100415 -5.19502e-05 1.75432e-05 -0.000100875 -0.000182541 -3.55432e-05 -8.42013e-05 -0.000252811 3.35104e-05 2.17438e-05 0.000284187 8.05849e-06 6.28767e-05 3.22309e-05 7.11114e-05 -0.000412968 -7.18183e-05 -0.000105466 -0.000185709 9.8599e-05
internal_weight=0 1296 667 629 235 117 118 621 572 514 394 339 253 463 179 2441 2360 114 2246 1338 1291 1189 102 908 857 618 239
internal_count=3737 1296 667 629 235 117 118 621 572 514 394 339 253 463 179 2441 2360 114 2246 1338 1291 1189 102 908 857 618 239
is_linear=0
shrinkage=0.0995203


Tree=7395
num_leaves=18
num_cat=0
split_feature=20 28 18 0 8 0 18 5 0 8 1 0 0 20 9 9 9
split_gain=0.00132314 0.00120973 0.00120051 0.00254594 0.00919662 0.00118214 0.00334049 0.00117963 0.00101556 0.00187981 0.000987797 0.00297684 0.00278201 0.00160469 0.000724354 0.00347369 0.00225851
threshold=-0.41270499999999993 0.094675000000000023 -0.042474999999999999 -0.085144999999999985 -0.084514999999999993 -0.229625 0.077940000000000023 -0.54623499999999992 -0.08317999999999999 -0.080835000000000004 -0.0084199999999999987 -0.088484999999999994 -0.088594999999999993 -0.0094199999999999996 0.08888500000000002 0.088405000000000025 0.097365000000000021
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 6 -4 -7 -6 -10 12 -12 13 -2 15 -9 -16
right_child=1 -3 5 4 8 7 -8 14 9 -11 11 -13 -14 -15 16 -17 -18
leaf_value=0.00051941981454466189 0.00039939481918133861 0.0004495165047272607 0.00015472328706069539 -0.0013912679168510721 0.0003002075635620625 -0.00045825976456096036 -0.0008998046510143282 5.9672402418645181e-05 -0.00047590503335914633 -6.5839685522002165e-05 0.00028052665699253624 -0.00071504770444472858 0.00091456619012769051 -0.00023839845803440065 -0.00016538622829448385 0.00094173296867554519 0.00015732980957179369
leaf_weight=46 73 54 69 59 56 47 51 1285 134 683 80 47 50 83 497 46 377
leaf_count=46 73 54 69 59 56 47 51 1285 134 683 80 47 50 83 497 46 377
internal_value=0 -1.72872e-05 -2.44431e-05 -0.000102831 -0.000187588 1.70164e-05 -0.000286629 3.35599e-05 -0.000105301 -0.000134098 0.000131928 -8.14685e-05 0.000267462 5.48085e-05 4.44144e-05 9.07719e-05 -2.5246e-05
internal_weight=0 3691 3637 1265 932 2372 120 2252 873 817 333 127 206 156 2205 1331 874
internal_count=3737 3691 3637 1265 932 2372 120 2252 873 817 333 127 206 156 2205 1331 874
is_linear=0
shrinkage=0.0995203


Tree=7396
num_leaves=17
num_cat=0
split_feature=17 28 3 9 10 5 9 3 3 3 3 2 18 18 5 8
split_gain=0.0172806 0.0159753 0.00496189 0.0212643 0.00428037 0.00311455 0.00307691 0.0030394 0.0129222 0.00235293 0.00194307 0.00178983 0.00143557 0.00106398 0.00149926 0.000770495
threshold=-0.57205499999999987 0.083225000000000021 0.085625000000000021 0.087885000000000019 0.09056500000000002 0.062500000000000014 0.085495000000000029 0.088285000000000016 0.08785500000000003 0.11604000000000002 0.088605000000000017 -0.086304999999999993 0.10085500000000001 -0.08727 -0.011514999999999999 -0.081534999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 6 13 9 8 -8 11 -9 -4 -11 15 -15 -2
right_child=1 -3 4 -5 -6 -7 7 10 -10 12 -12 -13 -14 14 -16 -17
leaf_value=0.0018342450586685023 1.9322496245638531e-05 0.0014603972623087539 0.00057674422339009464 -0.0017416276897362028 0.00089499614784165418 -0.00069324273774581436 -5.2692013703385394e-05 0.0005345716759256482 -0.0017147314128658272 -0.00019385458858438845 -5.6034432252959946e-05 0.00015560988706081859 0.00032081380820936199 4.9928549633923078e-05 -0.000340533339329856 0.00058773523991898565
leaf_weight=50 55 70 129 88 52 74 236 57 58 257 1573 492 67 307 141 46
leaf_count=50 55 70 129 88 52 74 236 57 58 257 1573 492 67 307 141 46
internal_value=0 -2.83241e-05 -5.72418e-05 -0.000293014 0 -8.70807e-05 -1.60714e-05 -8.85551e-05 -0.000383362 0.000130638 -3.48791e-05 0.00024441 -8.48996e-05 -3.88467e-06 -7.11351e-05 0.000286309
internal_weight=0 3702 3632 711 2921 623 2869 1924 294 945 1630 621 324 549 448 101
internal_count=3752 3702 3632 711 2921 623 2869 1924 294 945 1630 621 324 549 448 101
is_linear=0
shrinkage=0.0995203


Tree=7397
num_leaves=19
num_cat=0
split_feature=18 27 27 27 17 17 6 10 1 17 17 6 26 6 9 0 0 26
split_gain=0.0142152 0.00593344 0.0176041 0.00983811 0.0050026 0.0190704 0.0395749 0.0025756 0.00377154 0.00694269 0.00315 0.0024545 0.0015975 0.0034994 0.00254875 0.0011729 0.00247961 0.000433204
threshold=0.31690500000000005 0.087140000000000009 0.090860000000000024 0.083925000000000013 0.048755000000000014 0.067035000000000025 0.089810000000000015 0.086275000000000018 -0.50597999999999999 -0.13530499999999998 -0.24445500000000001 0.18123500000000006 0.096980000000000025 0.10681500000000003 0.094685000000000033 -0.093765000000000001 -0.059114999999999994 -0.019129999999999998
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 7 6 -6 8 9 -1 -9 -10 14 -14 -7 17 -17 -4
right_child=-2 2 15 -5 5 12 -8 10 11 -11 -12 -13 13 -15 -16 16 -18 -19
leaf_value=-0.001436190393940305 0.0017167769334089074 0.00217008637801304 0.00052016970489984651 -0.001395027640616366 -0.003667833377819037 -4.2166708723941922e-05 -1.886039055989288e-05 0.0011281322519413315 1.7858290874830672e-05 0.00022709120994559315 -1.3586009498483307e-05 0.00069741588026433295 0 -0.0010470539163414752 0.00066587788546132313 -0.00056165400961751964 0.00026551610423344559 8.4946896013179311e-05
leaf_weight=49 47 47 54 54 47 490 80 46 2300 49 47 54 94 47 56 67 76 48
leaf_count=49 47 47 54 54 47 490 80 46 2300 49 47 54 94 47 56 67 76 48
internal_value=0 -2.49067e-05 0.000405296 -6.19527e-05 -4.02782e-05 -0.00025513 -0.00137571 2.8119e-05 8.28192e-06 -0.000596197 0.000542333 3.37949e-05 -4.67852e-05 -0.000345879 2.8954e-05 6.34027e-05 -0.000116315 0.000323385
internal_weight=0 3705 292 3413 3359 814 127 2545 2452 98 93 2354 687 141 546 245 143 102
internal_count=3752 3705 292 3413 3359 814 127 2545 2452 98 93 2354 687 141 546 245 143 102
is_linear=0
shrinkage=0.0995203


Tree=7398
num_leaves=14
num_cat=0
split_feature=17 28 26 0 17 17 8 8 10 26 10 6 18
split_gain=0.0135505 0.0126507 0.00395513 0.0172979 0.00451261 0.01734 0.00412089 0.0126236 0.00291475 0.0025186 0.00205273 0.00192436 0.00182885
threshold=-0.57205499999999987 0.082705000000000015 -0.16205499999999998 -0.068604999999999985 0.048755000000000014 0.059130000000000009 -0.086404999999999996 -0.090704999999999994 0.09056500000000002 -0.2382 0.086165000000000019 0.18123500000000006 -0.081614999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 8 -6 7 -7 10 -2 11 -4 -8
right_child=1 -3 4 -5 5 6 12 -9 -10 -11 -12 -13 -14
leaf_value=0.0016246357216421715 -0.00020187089622959519 0.00127199161562699 2.2351579364104699e-05 -0.0019169275910030366 -0.001829618530219514 -9.5834357171898046e-05 0.0005356960542743256 -0.0019020378300479092 0.00079031402683759245 0.00074250781184810068 -0.00058976672441552901 0.00062941362232248825 -1.192125273641086e-05
leaf_weight=50 65 73 2445 58 62 214 69 47 50 48 53 53 465
leaf_count=50 65 73 2445 58 62 214 69 47 50 48 53 53 465
internal_value=0 -2.47062e-05 -5.10158e-05 -0.000518498 -2.76618e-05 -0.000225856 -9.97527e-05 -0.000424226 3.73261e-05 0.000192037 2.22465e-05 3.55593e-05 5.73053e-05
internal_weight=0 3702 3629 171 3458 857 795 261 2601 113 2551 2498 534
internal_count=3752 3702 3629 171 3458 857 795 261 2601 113 2551 2498 534
is_linear=0
shrinkage=0.0995203


Tree=7399
num_leaves=19
num_cat=0
split_feature=17 28 1 1 5 18 17 1 18 18 1 1 0 18 18 5 18 29
split_gain=0.011213 0.0104474 0.00589758 0.0212169 0.0360671 0.00293324 0.00305582 0.00271711 0.00179145 0.0129627 0.00154947 0.00193791 0.00169173 0.00141665 0.00254657 0.00118644 0.00111061 0.000626881
threshold=-0.55754499999999996 0.082705000000000015 -0.096749999999999989 -0.139265 0.17982000000000006 -0.097059999999999994 -0.14169499999999999 -0.50158499999999984 0.092235000000000025 0.093865000000000018 -0.078509999999999983 -0.049499999999999995 -0.086025000000000004 0.089505000000000015 0.087810000000000013 -0.0016799999999999999 -0.018864999999999996 -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 2 3 5 -5 6 -2 -1 13 -10 12 -12 -11 14 15 -4 -7 -18
right_child=1 -3 8 4 -6 16 -8 -9 9 10 11 -13 -14 -15 -16 -17 17 -19
leaf_value=0.0015033218883423241 -0.0010419668258703912 0.0011454027942339555 7.4552956364911052e-05 -0.0036355816717097761 0.00020726553711131949 0.00057226436674763547 8.7266535690084062e-06 0.00049285972578534979 -0.0017686898768353408 -6.7402194746216321e-05 -0.00039001564427115564 4.9178893998310482e-05 0.00075418440279354307 0.0004384348710775286 -0.00066696572278527396 -8.0315153311151771e-05 0.00036186926252915929 -5.0059167247210774e-05
leaf_weight=53 51 73 1714 48 48 47 56 59 46 48 154 274 48 81 53 682 46 171
leaf_count=53 51 73 1714 48 48 47 56 59 46 48 154 274 48 81 53 682 46 171
internal_value=0 -3.26334e-05 -5.69719e-05 -0.000386705 -0.00170563 -4.32131e-05 -0.000484421 0.000978334 -7.03509e-06 -0.000166634 -2.44336e-05 -0.000106936 0.000334864 2.85985e-05 1.4709e-05 3.01295e-05 0.000132509 3.34897e-05
internal_weight=0 3640 3567 467 96 371 107 112 3100 570 524 428 96 2530 2449 2396 264 217
internal_count=3752 3640 3567 467 96 371 107 112 3100 570 524 428 96 2530 2449 2396 264 217
is_linear=0
shrinkage=0.0995203


Tree=7400
num_leaves=14
num_cat=0
split_feature=18 28 2 2 29 18 5 8 4 18 9 20 2
split_gain=0.00893822 0.00578612 0.00214467 0.0154655 0.0019069 0.00193703 0.00188961 0.00183105 0.00164039 0.0015798 0.00198282 0.00128828 0.00123438
threshold=0.26090000000000008 0.080375000000000016 -0.084154999999999994 -0.083534999999999984 -0.109725 0.10085500000000001 -0.43873000000000001 -0.068549999999999986 0.10606500000000003 -0.0092699999999999987 0.083955000000000016 -0.074014999999999984 -0.13088999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 11 -1 -7 9 10 -8 -6 -11
right_child=-2 -3 3 4 5 7 8 -9 -10 12 -12 -13 -14
leaf_value=0.00057764918368588688 0.0010866686937433211 0.00085078801974385315 -0.0014026483907172069 -0.00060391086328961268 0.00010481879868686861 0.00041449161112158716 0.00050321956794960711 -1.7465392781405612e-05 -0.00043392001897948651 0.00019964721368890715 0.00010275660496032903 -7.4183088830560154e-05 -0.00025263926811693971
leaf_weight=85 81 83 80 50 555 215 161 171 56 91 548 1395 168
leaf_count=85 81 83 80 50 555 215 161 171 56 91 548 1395 168
internal_value=0 2.92182e-05 9.91502e-06 -4.1528e-05 3.76586e-06 1.71231e-05 0.000125043 0.000221012 8.66738e-05 0.000117636 0.000194849 -2.28166e-05 -9.05671e-05
internal_weight=0 3658 3575 2466 2386 2336 1109 386 1024 968 709 1950 259
internal_count=3739 3658 3575 2466 2386 2336 1109 386 1024 968 709 1950 259
is_linear=0
shrinkage=0.0995203


Tree=7401
num_leaves=14
num_cat=0
split_feature=1 28 2 2 4 9 5 27 3 4 6 1 1
split_gain=0.00769339 0.00480164 0.00161639 0.0138896 0.00154145 0.00223612 0.00205986 0.00146655 0.00139148 0.0013164 0.00128999 0.00153511 0.000891773
threshold=-0.55579999999999996 0.080375000000000016 -0.084114999999999981 -0.083534999999999984 0.10724500000000002 0.09550500000000002 0.41088500000000011 0.11129500000000002 0.10502000000000002 0.084755000000000025 0.18123500000000006 -0.49837999999999999 -0.014549999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 8 12 10 9 -2 11 -5 -7
right_child=1 -3 3 7 -6 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.0012737598945967387 0.00013889654452034852 0.00078826150992666107 -0.001403604339774277 -0.00041992169657705127 0.00054056298798202656 0.00020004131306125284 -0.00082325069076884239 -0.00053550746464432199 0.00061180313264703491 -0.00039966547501319073 0.00048366263063543606 2.3617691138659756e-05 -0.00035695434650286415
leaf_weight=50 784 81 71 80 78 67 46 48 59 47 58 2221 49
leaf_count=50 784 81 71 80 78 67 46 48 59 47 58 2221 49
internal_value=0 3.03106e-05 1.30676e-05 -3.16573e-05 0.00011187 7.93069e-05 -0.000258997 8.47137e-06 0.000141806 0.000107451 1.98871e-05 7.84116e-06 -2.81843e-05
internal_weight=0 3689 3608 2478 1130 1052 162 2407 890 831 2359 2301 116
internal_count=3739 3689 3608 2478 1130 1052 162 2407 890 831 2359 2301 116
is_linear=0
shrinkage=0.0995203


Tree=7402
num_leaves=17
num_cat=0
split_feature=18 2 2 29 1 1 3 0 2 23 38 11 3 4 4 10
split_gain=0.00706289 0.00364163 0.0183033 0.00194977 0.0012507 0.015551 0.00114621 0.00158248 0.00135984 0.00109984 0.00138835 0.00190099 0.00103028 0.00221023 0.00136213 0.000459646
threshold=0.26090000000000008 -0.122295 -0.14264999999999997 -0.11373499999999999 -0.088495000000000004 -0.089819999999999997 0.085625000000000021 -0.08076499999999999 -0.087245000000000003 -0.017849999999999998 -0.072014999999999996 -0.0012699999999999999 0.11089500000000001 0.10495500000000003 0.079225000000000018 0.085585000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -3 5 6 8 -8 -5 -6 -11 -12 13 14 -1 -16
right_child=-2 3 -4 4 9 -7 7 -9 -10 10 11 -13 -14 -15 15 -17
leaf_value=0.000377197766340277 0.00096191102550503935 -0.00065312438946638518 0.0021333602237174963 -0.00053627970784009054 -0.00032868939246044892 -0.0018689273318755557 0.0006035203402850578 2.8193220071065073e-05 3.7488443473235799e-05 0.00055878547106476566 -0.00051532232482310431 4.1779746747935854e-05 -0.00026977366737355486 0.00076115015464924625 -1.9520251684986704e-05 -0.00044145656571585015
leaf_weight=57 81 46 48 67 83 47 58 278 99 50 62 2527 79 46 60 51
leaf_count=57 81 46 48 67 83 47 58 278 99 50 62 2527 79 46 60 51
internal_value=0 2.19035e-05 0.000331667 -9.69454e-06 -3.95728e-07 -0.000137668 2.27911e-05 0.000129942 -0.000189161 2.699e-05 3.84868e-05 2.81224e-05 3.37144e-05 0.000149575 -1.30073e-05 -0.000220758
internal_weight=0 3658 341 3317 3271 549 502 336 166 2722 2639 2589 293 214 168 111
internal_count=3739 3658 341 3317 3271 549 502 336 166 2722 2639 2589 293 214 168 111
is_linear=0
shrinkage=0.0995203


Tree=7403
num_leaves=9
num_cat=0
split_feature=1 28 12 8 27 18 6 17
split_gain=0.00601506 0.00381071 0.00153661 0.00109722 0.00182333 0.00128585 0.00227516 0.00169955
threshold=-0.55579999999999996 0.080375000000000016 0.098735000000000017 0.24614500000000003 0.10734500000000002 0.10085500000000001 0.18123500000000006 0.07134500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7
right_child=1 -3 -4 -5 -6 7 -8 -9
leaf_value=0.0011228408650923586 -3.7932411241961243e-05 0.00069852718975192739 0.00057948039089611425 -0.00036617142101488467 0.00057218106536648485 0.00029185216330789596 0.00060196491587353096 -8.4885818652385517e-05
leaf_weight=50 2874 81 46 79 56 309 56 188
leaf_count=50 2874 81 46 79 56 309 56 188
internal_value=0 2.33359e-05 7.9509e-06 3.40283e-07 8.88839e-06 -7.7405e-08 -2.54229e-05 0.000147697
internal_weight=0 3689 3608 3562 3483 3427 2930 497
internal_count=3739 3689 3608 3562 3483 3427 2930 497
is_linear=0
shrinkage=0.0995203


Tree=7404
num_leaves=13
num_cat=0
split_feature=28 17 4 24 3 3 20 6 20 20 26 1
split_gain=0.0099616 0.00403648 0.0012828 0.00124613 0.001364 0.00186625 0.00158244 0.00223105 0.00146186 0.00113108 0.00185696 0.00112815
threshold=0.080375000000000016 -0.56005499999999986 0.09896000000000002 -0.070455000000000004 0.12212000000000002 0.11978500000000002 -0.24910499999999999 0.12080000000000003 0.0040650000000000018 -0.079225000000000004 0.095385000000000011 0.073820000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -8 9 -6 -11 -10
right_child=-2 3 -4 4 8 -7 7 -9 11 10 -12 -13
leaf_value=-0.00026204251135778021 -0.0011210596954998094 -0.00045593626247571591 -0.00098363350910752679 0.00053228650404328213 -2.2741302465155028e-05 -0.00058513721011389092 2.2939225039381727e-05 -0.00063439805317681472 0.00020037636831834535 0.00063033640608767694 3.5116887572664224e-05 -0.00047205281841782774
leaf_weight=58 79 52 48 59 71 51 2940 52 49 150 84 48
leaf_count=58 79 52 48 59 71 51 2940 52 49 150 84 48
internal_value=0 8.32429e-06 -0.000596524 2.65843e-05 3.39786e-05 1.13465e-05 2.15856e-05 1.12413e-05 0.000206581 0.000314379 0.000420166 -0.000123933
internal_weight=0 3662 106 3556 3504 3102 3051 2992 402 305 234 97
internal_count=3741 3662 106 3556 3504 3102 3051 2992 402 305 234 97
is_linear=0
shrinkage=0.0995203


Tree=7405
num_leaves=17
num_cat=0
split_feature=28 17 18 18 8 8 26 0 18 1 20 18 5 20 1 24
split_gain=0.00807668 0.00328186 0.00587132 0.00115094 0.00308537 0.00398639 0.00339655 0.0020836 0.00215967 0.00186048 0.00333624 0.00238521 0.00171345 0.00161265 0.00117498 0.00111218
threshold=0.080375000000000016 -0.56005499999999986 -0.060544999999999995 -0.085834999999999995 -0.00076499999999999995 0.0017700000000000003 -0.063069999999999987 0.12433000000000002 -0.08428999999999999 -0.0017949999999999999 -0.077724999999999989 -0.088385000000000005 0.40249000000000007 -0.085204999999999989 -0.14806999999999998 -0.070455000000000004
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 14 -7 8 -5 11 -11 13 15 -3 -6 -10
right_child=-2 3 -4 7 5 6 -8 -9 12 10 -12 -13 -14 -15 -16 -17
leaf_value=0.00023220429449716341 -0.0010094914900408364 0.00054896233950777981 -0.0012401607152875067 0.00070843558300542756 -0.00050609442381314962 0.00036205622917537809 -0.00066765511766711592 0.00053797974770445635 -0.0004203324115077171 0.00097129273221563883 -3.9521569848137552e-05 -0.00054092270984049215 -0.00056127166166651695 -3.1973488275650036e-05 -0.0012522586727049105 4.7786159997225226e-05
leaf_weight=50 79 55 56 47 47 81 52 86 51 54 77 82 48 327 47 2502
leaf_count=50 79 55 56 47 47 81 52 86 51 54 77 82 48 327 47 2502
internal_value=0 7.42912e-06 -0.000537926 2.39157e-05 -7.89329e-05 -0.000391422 -3.43827e-05 5.51374e-05 3.91468e-05 3.89099e-05 0.000370901 -5.30562e-05 2.67381e-05 4.95262e-05 -0.000887886 3.81141e-05
internal_weight=0 3662 106 3556 822 227 133 2734 2648 595 131 464 2601 382 94 2553
internal_count=3741 3662 106 3556 822 227 133 2734 2648 595 131 464 2601 382 94 2553
is_linear=0
shrinkage=0.0995203


Tree=7406
num_leaves=17
num_cat=0
split_feature=28 17 18 18 8 18 21 20 0 2 8 23 9 9 1 8
split_gain=0.00654835 0.00265244 0.00476881 0.00105013 0.00299193 0.00360839 0.00239446 0.00406647 0.00320712 0.00158605 0.00154421 0.00126588 0.00166542 0.00222153 0.00179158 0.000754757
threshold=0.080375000000000016 -0.56005499999999986 -0.060544999999999995 -0.099739999999999995 -0.073439999999999991 -0.14343999999999998 0.10787500000000003 -0.073489999999999986 -0.052884999999999995 -0.22383 -0.078844999999999985 -0.046924999999999994 0.11351500000000002 0.10706000000000003 -0.063809999999999992 -0.086589999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 6 8 -8 -6 -5 15 -11 13 -13 -14 -3
right_child=-2 3 -4 9 5 -7 7 -9 -10 11 -12 12 14 -15 -16 -17
leaf_value=0.0002090952937610374 -0.00090902670648797615 0.00027174017622239185 -0.0011167398095988297 0.00054977789141140302 0.00089226447152096467 -0.00082600292902357112 -0.0010123123871522155 0.0001831467761814979 -0.00023509035055670522 -0.00035268815961813174 0.00071472130427034826 3.5884719845416081e-05 -0.0002268334519617291 -0.00055690713286677437 0.00046438339852533455 -0.00027337698995549608
leaf_weight=50 79 55 56 60 46 91 54 57 53 82 47 2688 46 64 167 46
leaf_count=50 79 55 56 60 46 91 54 57 53 82 47 2688 46 64 167 46
internal_value=0 6.62303e-06 -0.000483623 2.14669e-05 -0.000120326 -0.000301686 -7.05834e-05 -0.000391053 0.000280462 4.22212e-05 0.000242988 3.1958e-05 4.28719e-05 2.18014e-05 0.000311263 1.53638e-05
internal_weight=0 3662 106 3556 449 301 210 111 99 3107 148 3047 2965 2752 213 101
internal_count=3741 3662 106 3556 449 301 210 111 99 3107 148 3047 2965 2752 213 101
is_linear=0
shrinkage=0.0995203


Tree=7407
num_leaves=14
num_cat=0
split_feature=28 5 5 3 3 3 3 26 26 26 11 3 1
split_gain=0.00530972 0.00194112 0.000875781 0.00198771 0.00298987 0.00349352 0.00272954 0.00212797 0.00198689 0.00120155 0.0020738 0.00212212 0.00140304
threshold=0.080375000000000016 0.63455500000000009 0.054660000000000007 0.11693000000000002 0.10871500000000002 0.10214500000000003 0.098755000000000023 0.095385000000000011 -1.0000000180025095e-35 -0.2382 -0.37931999999999999 0.14940500000000004 -0.085349999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 6 -4 8 -5 -1 -11 12 -12
right_child=-2 -3 3 7 -6 -7 -8 -9 -10 10 11 -13 -14
leaf_value=0.00047313281301363414 -0.00081856016115688945 -0.00056991303360128529 -9.995641129958951e-05 2.2720544338965686e-05 -0.00072128011562035252 0.0005060606901695358 -0.00089572281231841669 -0.00026896084698886495 0.00079982258949441709 -0.00060821336375699948 0.00019325589795220405 0.00060223419271199609 -2.739079894991125e-06
leaf_weight=63 79 57 428 66 82 86 48 63 69 49 433 66 2152
leaf_count=63 79 57 428 66 82 86 48 63 69 49 433 66 2152
internal_value=0 5.94166e-06 1.52738e-05 -7.32269e-05 -0.000158724 -7.51865e-05 -0.000181922 0.000200721 0.00042597 4.25399e-05 3.21895e-05 4.43353e-05 2.97743e-05
internal_weight=0 3662 3605 842 644 562 476 198 135 2763 2700 2651 2585
internal_count=3741 3662 3605 842 644 562 476 198 135 2763 2700 2651 2585
is_linear=0
shrinkage=0.0995203


Tree=7408
num_leaves=19
num_cat=0
split_feature=2 2 9 18 17 18 3 5 7 18 18 18 3 9 9 2 2 2
split_gain=0.00289189 0.00647691 0.00210655 0.00303827 0.00166006 0.00148652 0.00137243 0.0036825 0.00174254 0.001234 0.0011176 0.00353072 0.00286698 0.00219943 0.00172691 0.00103021 0.00404714 0.00255008
threshold=-0.10934999999999999 -0.13535499999999998 0.15091000000000004 0.22074500000000005 -0.56137499999999996 -0.090899999999999995 0.11089500000000001 0.063170000000000018 0.058975000000000007 -0.089024999999999993 -0.14624999999999996 -0.112385 0.092300000000000021 0.09091500000000001 0.10153500000000003 -0.086050000000000001 -0.085599999999999996 -0.090919999999999987
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 -1 10 7 8 -6 -7 12 -12 -2 -13 -14 17 -17 -11
right_child=2 -3 -4 -5 6 9 -8 -9 -10 15 11 13 14 -15 -16 16 -18 -19
leaf_value=-0.00059912618871679139 -0.00057744817696071425 -0.0011771089198338472 0.00055971967360904612 -0.00056458149174884204 -0.00042695259780775932 -0.00042599807377612526 -0.00031266642770176215 0.00086043064637386494 0.00028263738883823963 -0.00019385336111091235 0.00096172065166732037 0 0.00036934123147658592 0.00073943784239116953 -0.00028586386784988763 -0.0008595082665064554 1.2643925117437724e-05 0.0003736327069198621
leaf_weight=50 60 63 74 85 75 64 83 55 62 118 65 216 157 49 52 54 2153 226
leaf_count=50 60 63 74 85 75 64 83 55 62 118 65 216 157 49 52 54 2153 226
internal_value=0 -0.000252728 3.41353e-05 2.20977e-05 -7.10211e-05 3.78682e-05 2.20212e-05 0.000170968 -9.98489e-05 5.1526e-06 0.000179325 0.000302302 2.54182e-05 0.000137469 0.000202407 1.62903e-05 -8.32464e-06 0.000176592
internal_weight=0 388 3373 3299 325 3214 275 192 137 2615 599 330 269 265 209 2551 2207 344
internal_count=3761 388 3373 3299 325 3214 275 192 137 2615 599 330 269 265 209 2551 2207 344
is_linear=0
shrinkage=0.0995203


Tree=7409
num_leaves=18
num_cat=0
split_feature=1 26 18 6 4 3 4 1 3 0 4 38 7 4 19 8 6
split_gain=0.00359137 0.00909552 0.00191373 0.00427847 0.00152794 0.00387231 0.00279512 0.00149132 0.00253607 0.00127351 0.00309937 0.00135435 0.00160411 0.00140888 0.00124677 0.00111632 0.000704709
threshold=-0.15143499999999999 -0.085165000000000005 0.15891500000000006 0.092120000000000021 0.10343500000000001 0.11061500000000002 0.095805000000000015 -0.50954999999999984 0.088385000000000033 -0.051394999999999996 0.10398500000000002 -0.072014999999999996 -0.074779999999999999 0.14039500000000002 0.12477000000000003 -0.061684999999999997 -0.42102499999999998
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 6 -6 7 -3 -9 11 15 -2 -13 14 -14 -11 -12
right_child=2 4 3 -5 5 -7 -8 8 -10 10 16 12 13 -15 -16 -17 -18
leaf_value=-0.001501567133733813 0.00053637651144887119 -0.00051915992107957312 0.00016353313634730023 -0.0010210964876516987 -0.00097887675987911671 9.8530171723628e-05 0.00068385706460149923 0.00057334274008704906 -0.00031498669913580048 0.00024952665787641781 0.00016885298663084155 0.00052893360641756535 3.9480303343590564e-05 -0.00045987068770402087 -0.00033039688490978195 0.00091808105249606398 -0.00035436811164145875
leaf_weight=52 53 64 68 53 58 74 54 56 73 46 46 62 2729 60 93 66 54
leaf_count=52 53 64 68 53 58 74 54 56 73 46 46 62 2729 60 93 66 54
internal_value=0 -0.000266241 3.90351e-05 -0.000348589 -9.45905e-05 -0.000368674 4.85692e-05 -0.000124938 6.42988e-05 5.39061e-05 0.000290196 3.69184e-05 2.76487e-05 1.65806e-05 2.70008e-05 0.000650806 -0.0001055
internal_weight=0 431 3330 121 379 132 247 193 129 3209 212 2997 2944 2882 2822 112 100
internal_count=3761 431 3330 121 379 132 247 193 129 3209 212 2997 2944 2882 2822 112 100
is_linear=0
shrinkage=0.0995203


Tree=7410
num_leaves=20
num_cat=0
split_feature=1 27 9 4 3 4 17 17 1 1 2 19 17 1 21 2 2 2 2
split_gain=0.00291321 0.00906859 0.00171827 0.00122652 0.0030207 0.002685 0.00189257 0.00115453 0.00142171 0.00489272 0.00186892 0.00131882 0.00126641 0.00164043 0.00157897 0.000986912 0.00372059 0.00238427 0.00088203
threshold=-0.15143499999999999 0.085370000000000015 0.15091000000000004 0.10343500000000001 0.10669500000000003 0.095805000000000015 -0.14679499999999998 0.3137100000000001 -0.068094999999999989 -0.050379999999999994 -0.080484999999999987 0.11401500000000002 0.22924500000000006 -0.025874999999999999 0.15442000000000003 -0.082234999999999989 -0.083204999999999987 -0.082025000000000001 -0.032624999999999994
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 -5 6 -1 12 -9 -10 -11 -12 14 -14 15 16 -2 -17 -8
right_child=2 -3 -4 4 -6 -7 18 8 9 10 11 -13 13 -15 -16 17 -18 -19 -20
leaf_value=-0.00054103578129934015 4.164686585473846e-05 -0.0015455286383237589 0.00054247127089029554 -0.00094460021448507377 3.193652913391902e-05 0.00069528430354738656 -0.00012273350572641889 0.0002192699517491343 -0.001179985009051735 -0.00047170582785734994 0.00044192694061539345 -0.00014681694283572686 -6.8811250196295813e-05 0.00068822460294932239 -0.00050485349366953351 -0.00071420476147238967 0.00056671835553452892 1.2675725618075796e-05 0.00038725084597080828
leaf_weight=68 1007 47 65 49 83 51 73 79 47 73 74 74 46 67 53 46 155 1544 60
leaf_count=68 1007 47 65 49 83 51 73 79 47 73 74 74 46 67 53 46 155 1544 60
internal_value=0 -0.000239745 3.51992e-05 -7.77904e-05 -0.000324364 4.81189e-05 -0.000112015 2.48496e-05 -0.000146206 -0.000256994 -5.69972e-05 0.000142024 4.54716e-05 0.000372806 3.1993e-05 4.26295e-05 0.000112391 -7.83868e-06 0.00010118
internal_weight=0 431 3330 384 132 252 201 3265 347 268 221 148 2918 113 2805 2752 1162 1590 133
internal_count=3761 431 3330 384 132 252 201 3265 347 268 221 148 2918 113 2805 2752 1162 1590 133
is_linear=0
shrinkage=0.0995203


Tree=7411
num_leaves=17
num_cat=0
split_feature=1 1 20 21 27 18 18 21 18 1 18 4 5 1 5 4
split_gain=0.00236227 0.00743427 0.00154838 0.0018385 0.00164828 0.00122992 0.00255243 0.00149092 0.0013394 0.00124343 0.00103267 0.0016497 0.00155272 0.00120641 0.0019532 0.00156947
threshold=-0.15143499999999999 -0.16855499999999998 -0.23803499999999997 0.15544000000000005 -0.086859999999999993 0.086510000000000017 -0.019539999999999998 0.085190000000000016 -0.13579499999999997 -0.50290499999999982 -0.090899999999999995 0.081905000000000019 -0.0083599999999999994 0.51334500000000016 -0.49053999999999998 0.13707500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 6 8 -7 -1 -10 11 12 -6 15 -15 -12
right_child=2 -3 3 -5 10 7 -8 -9 9 -11 13 -13 -14 14 -16 -17
leaf_value=-0.00024884940082204406 -0.00038919592103849808 -0.0012247381030723555 -0.00053221377173597473 0.00066168627207804464 -0.00027157812945351889 0.00062001577619790621 -0.00059436438924317947 -9.5970540638647055e-05 0.00068453162981124195 -3.1369450073369779e-05 1.6529912380641968e-05 0.00067598748172768082 0.00019925202780639054 0.00079344688279721061 0 -0.00044557353353867819
leaf_weight=74 84 62 50 47 85 52 90 61 46 46 2452 58 355 51 73 75
leaf_count=74 84 62 50 47 85 52 90 61 46 46 2452 58 355 51 73 75
internal_value=0 -0.000215885 3.16962e-05 4.28402e-05 3.34922e-05 -4.41577e-05 -0.000166722 0.000226266 6.0201e-05 0.000317683 4.27345e-05 0.000174413 0.000106436 1.76894e-05 0.000320816 2.49097e-06
internal_weight=0 431 3330 3246 3199 369 256 113 166 92 3149 498 440 2651 124 2527
internal_count=3761 431 3330 3246 3199 369 256 113 166 92 3149 498 440 2651 124 2527
is_linear=0
shrinkage=0.0995203


Tree=7412
num_leaves=21
num_cat=0
split_feature=26 2 0 21 1 18 19 18 3 3 6 6 21 19 3 10 2 3 0 5
split_gain=0.00162658 0.00196142 0.00136877 0.00305567 0.00235106 0.00204462 0.0013642 0.00230052 0.00105741 0.00334818 0.00265102 0.00401374 0.00162457 0.000967226 0.00108482 0.000942192 0.00118857 0.0026542 0.00120775 0.000817194
threshold=-0.23033499999999998 -0.062394999999999999 -0.091134999999999994 0.12208500000000003 -0.0076199999999999992 -0.089674999999999991 -0.07525999999999998 -0.43123499999999998 0.10057000000000002 0.10525500000000003 -0.088734999999999994 -0.095814999999999997 -0.070074999999999985 0.080020000000000022 0.085965000000000028 0.090150000000000022 -0.084869999999999987 0.11061500000000002 -0.083885000000000001 -0.22999499999999998
decision_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 -2 -4 -8 10 -10 11 -6 -11 14 -7 16 17 -9 -18 -12
right_child=2 -3 6 -5 8 13 7 15 9 12 19 -13 -14 -15 -16 -17 18 -19 -20 -21
leaf_value=2.3248751184509955e-05 0.00079776932899207787 0.0007851102460152687 -0.00054317902978351883 -0.00058431509416567023 -2.0135074568391266e-05 -0.00030497922858892164 0.00059033264268615695 2.1043289599067861e-06 0.00094686206030104424 -0.00040492430318629657 8.2319484840177401e-05 -0.00087841608378936957 0.00017584085569508944 0.00059415132663369298 0.00025009903095973423 -0.00050269108607379413 -0.00024505875602233554 0.00075464855871678 -4.7563371649930244e-05 0.00065850296244534851
leaf_weight=89 79 56 56 64 215 50 55 680 46 65 60 73 178 47 111 47 413 50 1255 46
leaf_count=89 79 56 56 64 215 50 55 680 46 65 60 73 178 47 111 47 413 50 1255 46
internal_value=0 0.000323131 -1.67966e-05 7.94928e-05 0.000124134 0.000363344 -5.60697e-05 -4.4831e-05 2.2419e-05 0.000167942 -8.22449e-05 -0.000240528 1.71233e-05 0.000194409 7.26298e-05 -5.94537e-05 -5.04251e-05 5.47699e-05 -9.69544e-05 0.000340084
internal_weight=0 145 3590 1034 970 287 2556 2500 683 289 394 288 243 208 161 2445 2398 730 1668 106
internal_count=3735 145 3590 1034 970 287 2556 2500 683 289 394 288 243 208 161 2445 2398 730 1668 106
is_linear=0
shrinkage=0.0995203


Tree=7413
num_leaves=20
num_cat=0
split_feature=20 0 26 17 17 17 17 18 11 30 9 6 2 9 0 18 3 20 9
split_gain=0.00149112 0.00157578 0.0016922 0.00164113 0.00312231 0.00286305 0.00203558 0.00214639 0.00154993 0.00203445 0.00187303 0.00153461 0.00334578 0.00140596 0.00113792 0.00108815 0.000954224 0.000639401 0.000460356
threshold=0.27420500000000009 -0.091134999999999994 -0.2382 -0.083000000000000004 -0.093784999999999993 -0.067015000000000005 -0.0094900000000000002 -0.040349999999999997 -0.08577499999999999 0.087435000000000027 -0.063329999999999984 -0.097455 -0.08126499999999999 -0.084134999999999988 -0.13955999999999999 -0.011569999999999999 0.089605000000000018 -0.010819999999999998 -0.16268999999999997
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 14 -5 16 -8 9 -4 13 12 -12 18 -1 -13 -7 -9 -10
right_child=-2 2 8 5 -6 6 7 17 10 -11 11 15 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00015607156064995968 -0.00053752286075637061 0.00049849479264496381 -2.9389409833186115e-05 -0.00051692209594368817 0.00093771746997548054 0.00083656647257708994 -0.00061356293999351391 -2.0594963504441903e-07 0.00029528293207198167 -0.000920656762042993 7.4249929545261293e-05 2.4098399895976391e-05 -0.001063350231527576 0.00068252849552641554 0.00039050851420640599 -0.00011608489470551219 0.00019463866172200747 0.00020235354800338538 -0.00011957079053669203
leaf_weight=78 51 57 61 81 64 50 46 332 48 46 55 1226 46 59 71 982 50 276 56
leaf_count=78 51 57 61 81 64 50 46 332 48 46 55 1226 46 59 71 982 50 276 56
internal_value=0 4.22103e-06 -3.65874e-05 0.000107646 0.000354772 4.36266e-05 0.00010493 3.96331e-05 -4.8731e-05 -0.000420202 -3.23208e-05 -5.56356e-05 -0.00043576 0.000292925 9.88853e-05 -3.78769e-05 0.000523789 9.0399e-05 6.40288e-05
internal_weight=0 3684 2636 1048 213 835 754 654 2579 107 2472 2309 101 163 149 2208 100 608 104
internal_count=3735 3684 2636 1048 213 835 754 654 2579 107 2472 2309 101 163 149 2208 100 608 104
is_linear=0
shrinkage=0.0995203


Tree=7414
num_leaves=22
num_cat=0
split_feature=9 6 6 9 6 1 3 5 0 21 0 8 2 21 0 18 1 1 0 5 8
split_gain=0.00121742 0.00120813 0.00222329 0.00199966 0.00180633 0.00314866 0.00116743 0.00200804 0.00107793 0.00197215 0.00250358 0.00223724 0.00190994 0.00430659 0.00149274 0.00117005 0.00197765 0.00326308 0.00167641 0.00323077 0.00168264
threshold=0.23438500000000004 -0.14723999999999998 -0.13578499999999999 0.10341500000000002 -0.23827499999999999 0.007210000000000002 0.11523000000000001 -0.46244499999999994 -0.090939999999999993 0.087785000000000016 -0.14680499999999999 -0.011315 0.08814000000000001 -0.047889999999999995 -0.10287 -0.011569999999999999 -0.50954999999999984 -0.49837999999999999 -0.071799999999999989 -0.081415000000000001 -0.070134999999999989
decision_type=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 -1 -8 9 12 -11 -12 14 -14 -4 16 -10 -18 20 -20 -17
right_child=-2 2 8 -5 5 -7 7 -9 15 10 11 -13 13 -15 -16 18 17 -19 19 -21 -22
leaf_value=0.00037917451215426932 0.00050035352130814881 0.00059182182790747931 -5.4707030497740153e-05 -0.00068640585352085096 1.4671158578369876e-05 -0.00093313430602636578 -0.00052983661834055714 0.0002603893847967256 0.00062504599342989105 -0.00058124387994101432 -7.5108505564906291e-05 0.00069482817171507649 0 0.0011842120977262893 0.00037555966888417415 -0.00012716653651746832 -0.00068234932745982234 4.136426668262043e-05 0.0007025974949500239 -6.8265404902409762e-05 -0.00052633554400214331
leaf_weight=90 47 64 203 63 87 56 57 71 53 77 194 46 61 59 129 540 65 1212 63 365 133
leaf_count=90 47 64 203 63 87 56 57 71 53 77 194 46 61 59 129 540 65 1212 63 365 133
internal_value=0 -9.27316e-06 1.10213e-05 -0.000167433 -7.45963e-05 -0.000350773 0.00010281 -8.51127e-05 -3.38928e-07 0.000102099 -8.63241e-05 6.90519e-05 0.000236057 0.000577967 0.000110009 -3.308e-05 2.92543e-05 3.88577e-06 -0.000109123 4.32901e-05 -0.000207268
internal_weight=0 3688 3264 424 361 143 218 128 3200 769 317 240 452 120 332 2431 1330 1277 1101 428 673
internal_count=3735 3688 3264 424 361 143 218 128 3200 769 317 240 452 120 332 2431 1330 1277 1101 428 673
is_linear=0
shrinkage=0.0995203


Tree=7415
num_leaves=9
num_cat=0
split_feature=26 2 19 21 22 4 4 26
split_gain=0.00106302 0.00146045 0.000982145 0.00127451 0.00102882 0.000958278 0.00118888 0.000959557
threshold=-0.23033499999999998 -0.062394999999999999 -0.07525999999999998 -0.10962999999999999 0.12953000000000006 0.15028500000000003 0.14068000000000006 -0.126245
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 7 -5
right_child=2 -3 3 4 -6 -7 -8 -9
leaf_value=1.7388819141279761e-06 -0.00040610430431508931 0.0006598778671510026 0.00044072519381854443 0.00031747528473993205 -0.00043388746737638774 -0.00042298621171619371 0.00045024554363716442 -1.7245018851784617e-05
leaf_weight=89 62 56 62 87 57 54 57 3211
leaf_count=89 62 56 62 87 57 54 57 3211
internal_value=0 0.000261563 -1.32356e-05 -6.09939e-06 -1.43284e-05 -7.07305e-06 -1.34761e-07 -8.167e-06
internal_weight=0 145 3590 3528 3466 3409 3355 3298
internal_count=3735 145 3590 3528 3466 3409 3355 3298
is_linear=0
shrinkage=0.0995203


Tree=7416
num_leaves=8
num_cat=0
split_feature=12 20 23 10 10 5 17
split_gain=0.00208701 0.00167998 0.00147192 0.00151805 0.0026843 0.00272606 0.00126012
threshold=0.098385000000000028 -0.41270499999999993 0.086085000000000023 0.091870000000000021 0.087870000000000018 0.62404000000000015 0.3137100000000001
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3
right_child=-2 2 -4 -5 -6 -7 -8
leaf_value=0.00064718364083626325 -0.0005979715525793887 4.1292897553243992e-05 0.00049662978868592826 0.00057673588451068354 -0.0007071405970014243 0.00066315914121680688 -0.00016471962053923078
leaf_weight=46 50 3088 69 50 49 67 324
leaf_count=46 50 3088 69 50 49 67 324
internal_value=0 4.83177e-05 4.05396e-05 3.15153e-05 2.35562e-05 3.40831e-05 2.14902e-05
internal_weight=0 3693 3647 3578 3528 3479 3412
internal_count=3743 3693 3647 3578 3528 3479 3412
is_linear=0
shrinkage=0.0995203


Tree=7417
num_leaves=8
num_cat=0
split_feature=12 20 23 10 10 2 26
split_gain=0.00169313 0.0013614 0.00119292 0.00123058 0.00217695 0.00235114 0.00100608
threshold=0.098385000000000028 -0.41270499999999993 0.086085000000000023 0.091870000000000021 0.087870000000000018 -0.241895 0.10924500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7
right_child=-2 2 -4 -5 -6 6 -8
leaf_value=0.00058277579251310061 -0.0005384613466352877 0.00069533850789005812 0.00044720506638474069 0.00051933901785889899 -0.00063676579732182019 0 0.00016141631936337776
leaf_weight=46 50 52 69 50 49 2990 437
leaf_count=46 50 52 69 50 49 2990 437
internal_value=0 4.35532e-05 3.65275e-05 2.83789e-05 2.11888e-05 3.06911e-05 2.03671e-05
internal_weight=0 3693 3647 3578 3528 3479 3427
internal_count=3743 3693 3647 3578 3528 3479 3427
is_linear=0
shrinkage=0.0995203


Tree=7418
num_leaves=12
num_cat=0
split_feature=12 17 17 20 3 9 9 26 3 17 3
split_gain=0.00137367 0.00120389 0.00319246 0.00112275 0.00119159 0.00478536 0.0147269 0.00223359 0.0012119 0.00251771 0.0024224
threshold=0.098385000000000028 -0.56655999999999984 -0.55286000000000002 -0.41270499999999993 0.092900000000000024 0.091750000000000012 0.092775000000000024 0.098185000000000022 0.093835000000000016 0.048755000000000014 0.094410000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 -5 9 -6 -10
right_child=-2 2 3 4 8 6 -8 -9 10 -11 -12
leaf_value=-0.00035410111438481835 -0.00048487351598425953 0.00076819632584614441 0.00052477818311698994 5.3469648834420666e-05 9.2190598953971052e-05 0.001832308955015675 -1.685987993462514e-05 -0.00048476616634566367 0.00067633812713676061 -0.00091049099749077815 -3.4617922569426707e-05
leaf_weight=75 50 60 46 1607 51 61 139 80 49 46 1479
leaf_count=75 50 60 46 1607 51 61 139 80 49 46 1479
internal_value=0 3.9265e-05 4.76456e-05 3.52646e-05 2.86199e-05 8.25401e-05 0.000543044 2.74605e-05 -3.34902e-05 -0.000374869 -1.12832e-05
internal_weight=0 3693 3618 3558 3512 1887 200 1687 1625 97 1528
internal_count=3743 3693 3618 3558 3512 1887 200 1687 1625 97 1528
is_linear=0
shrinkage=0.0995203


Tree=7419
num_leaves=15
num_cat=0
split_feature=24 8 18 8 26 0 18 18 19 17 21 21 6 0
split_gain=0.00119236 0.00131745 0.00453594 0.00152749 0.00134706 0.00124161 0.00111275 0.00885183 0.00181725 0.00148624 0.00206505 0.001713 0.00134605 0.00107875
threshold=-0.071649999999999991 0.096835000000000018 -0.13579499999999997 0.085560000000000011 -0.23202999999999999 -0.057604999999999996 -0.015979999999999998 -0.022504999999999997 -0.112555 -0.24445500000000001 0.13415000000000002 0.094640000000000016 0.087670000000000012 -0.079119999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 -4 -6 7 8 -2 13 11 -11 -10 -8
right_child=1 2 4 -5 5 -7 9 -9 12 10 -12 -13 -14 -15
leaf_value=-0.00047349655724963962 0.00063868863424574294 -0.0010439669816288838 -0.00034391215211623132 0.00058776670288393778 -0.00018871600144473175 0.00044649942031261381 -5.2437783412125854e-05 0.0011492089168895997 9.9055066866588959e-05 3.6142716500515894e-05 0.00050439450923287909 -0.00022326923329000776 -0.00012028910648446233 -0.00071899029168379992
leaf_weight=46 50 49 64 52 46 83 54 77 830 1547 82 301 414 48
leaf_count=46 50 49 64 52 46 83 54 77 830 1547 82 301 414 48
internal_value=0 3.53055e-05 -0.00018845 5.12151e-05 2.45123e-05 0.000213643 4.27756e-05 0.000112077 4.97299e-05 -3.57977e-06 1.55798e-05 -5.66701e-06 2.53998e-05 -0.000374135
internal_weight=0 3697 242 3455 193 129 3403 1371 1294 2032 1930 1848 1244 102
internal_count=3743 3697 242 3455 193 129 3403 1371 1294 2032 1930 1848 1244 102
is_linear=0
shrinkage=0.0995203


Tree=7420
num_leaves=8
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split_feature=10 18 27 17 27 30 17
split_gain=0.023033 0.00764162 0.00351825 0.00334218 0.00109818 0.00127736 0.00132744
threshold=0.096215000000000023 0.26473000000000008 0.11726500000000002 -0.56005499999999986 -0.032854999999999995 0.11101500000000002 -0.00067499999999999993
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=-0.00058015809843624385 -0.0020829039126036755 -0.0010231300439674609 0.00085593869325211326 0.00039800261219066497 -2.4404369062885947e-05 -0.00043633327327316924 0.00010206417607565432
leaf_weight=91 53 70 50 79 1890 59 1445
leaf_count=91 53 70 50 79 1890 59 1445
internal_value=0 6.46123e-06 2.663e-05 1.47658e-05 3.05898e-05 2.17966e-05 3.01469e-05
internal_weight=0 3684 3614 3564 3473 3394 3335
internal_count=3737 3684 3614 3564 3473 3394 3335
is_linear=0
shrinkage=0.0995203


Tree=7421
num_leaves=11
num_cat=0
split_feature=22 30 5 13 26 1 2 5 5 0
split_gain=0.022172 0.00313043 0.00266354 0.00143945 0.00180495 0.0120888 0.0075128 0.00185713 0.0120508 0.00152092
threshold=0.13292500000000004 0.12371500000000002 0.63223000000000018 0.089365000000000014 0.10665000000000002 -0.083284999999999984 -0.080484999999999987 -0.095609999999999987 -0.10123 -0.23058999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 8 -1 -9
right_child=-2 -3 -4 -5 5 6 -8 9 -10 -11
leaf_value=5.8565404091674319e-05 -0.0021686538995856885 0.00080498390896174008 -0.00062101382585553122 0.0005489847796994494 -0.0012792005980517488 0.0010555591842488735 -0.00014315202915020158 0.00051700513723437779 0.0017093877055561768 -2.6820464245095854e-05
leaf_weight=665 47 48 68 48 82 62 312 52 47 2306
leaf_count=665 47 48 68 48 82 62 312 52 47 2306
internal_value=0 6.44731e-06 -3.85229e-06 7.66097e-06 5.96625e-08 -0.000184459 5.33761e-05 2.77336e-05 0.000168688 -1.44805e-05
internal_weight=0 3690 3642 3574 3526 456 374 3070 712 2358
internal_count=3737 3690 3642 3574 3526 456 374 3070 712 2358
is_linear=0
shrinkage=0.0995203


Tree=7422
num_leaves=10
num_cat=0
split_feature=10 18 2 4 8 8 29 5 4
split_gain=0.0186352 0.00613782 0.00282647 0.00251551 0.00100292 0.0108995 0.00177402 0.00142348 0.000954225
threshold=0.096215000000000023 0.26473000000000008 -0.24151999999999998 0.15221500000000004 -0.091600000000000001 -0.092545000000000002 0.089275000000000007 -0.0091849999999999987 0.13584500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 8 -4 -6
right_child=-2 -3 3 -5 6 -7 -8 -9 -10
leaf_value=-0.00055100850348688095 -0.0018714974749213858 -0.00091483534530222997 -6.9067712326617594e-05 0.00069596329183355392 -1.607286743838841e-05 0.0015224752119273159 0.00058496067533132519 0.0002968036037613996 0.00038819482489676268
leaf_weight=82 53 70 441 57 2734 52 51 138 59
leaf_count=82 53 70 441 57 2734 52 51 138 59
internal_value=0 7.84768e-06 2.59458e-05 3.95723e-05 2.857e-05 0.000142106 3.09188e-06 1.67209e-05 -7.23991e-06
internal_weight=0 3684 3614 3532 3475 631 2844 579 2793
internal_count=3737 3684 3614 3532 3475 631 2844 579 2793
is_linear=0
shrinkage=0.0995203


Tree=7423
num_leaves=12
num_cat=0
split_feature=10 18 10 9 27 18 18 1 9 29 1
split_gain=0.0151109 0.00497732 0.00248671 0.0033661 0.00214844 0.000927616 0.0157072 0.00127301 0.00123369 0.00711027 0.00608626
threshold=0.096215000000000023 0.26473000000000008 0.086165000000000019 0.09550500000000002 0.12102500000000002 0.088635000000000019 0.089775000000000021 0.0099250000000000015 0.11296000000000002 0.092780000000000015 0.10055500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 8 -7 -8 9 -1 -10
right_child=-2 -3 3 -5 -6 6 7 -9 10 -11 -12
leaf_value=-1.2581751617652339e-05 -0.0016852457425199708 -0.00082379057483725801 0.00011502245650407429 -0.0010325856061625259 0.00071386202728708893 0.0018303954723229894 5.0473877162182295e-05 -0.0003863841491942837 0.00019749347699447723 0.00092895380876736801 -0.0011809073886665832
leaf_weight=2512 53 70 48 51 46 50 614 74 88 82 49
leaf_count=2512 53 70 48 51 46 50 614 74 88 82 49
internal_value=0 7.06668e-06 2.33862e-05 -0.000467901 3.74562e-05 2.82508e-05 0.000127261 2.29635e-06 1.1956e-06 1.68659e-05 -0.000289536
internal_weight=0 3684 3614 99 3515 3469 738 688 2731 2594 137
internal_count=3737 3684 3614 99 3515 3469 738 688 2731 2594 137
is_linear=0
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Tree=7424
num_leaves=16
num_cat=0
split_feature=28 10 18 18 3 3 3 2 21 20 20 21 0 0 3
split_gain=0.0132426 0.00325205 0.00164129 0.00230067 0.0020093 0.00282718 0.00350893 0.00353444 0.00189724 0.00306109 0.0124796 0.00185921 0.00168382 0.00136346 0.000970236
threshold=0.083225000000000021 0.09056500000000002 -0.025079999999999998 -0.019539999999999998 0.11816500000000002 0.11426500000000002 0.11089500000000001 -0.097424999999999998 0.10237500000000002 -0.082220000000000001 -0.085594999999999991 0.10452500000000002 -0.050494999999999991 -0.066264999999999991 0.10393500000000001
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 7 -1 9 10 -5 -10 -6 -11 -13
right_child=-2 -3 3 8 12 -7 -8 -9 11 13 -12 14 -14 -15 -16
leaf_value=0.00050076449351640743 0.0013463214228993765 0.00058961971416812491 -0.0007554629076276558 -8.5834706958675796e-05 -0.00061606761727101141 0.00073554355084567166 -0.00077222596049317379 -1.8623475646180036e-06 0.00069029082100832879 -0.00012866376246028257 -0.0018321352022221086 -0.00024343185911979208 7.4896842948001002e-05 0.00010437176421180826 0.00015312879004337993
leaf_weight=162 69 78 54 189 83 60 51 936 49 1311 52 90 57 303 188
leaf_count=162 69 78 54 189 83 60 51 936 49 1311 52 90 57 303 188
internal_value=0 -4.51497e-05 -5.91889e-05 -0.000111564 2.70175e-05 6.89092e-05 3.33855e-05 7.15502e-05 -9.52538e-05 -0.000134429 -0.000466027 0.000124476 -0.000328899 -8.44083e-05 2.18011e-05
internal_weight=0 3663 3585 2236 1349 1209 1149 1098 2182 1855 241 327 140 1614 278
internal_count=3732 3663 3585 2236 1349 1209 1149 1098 2182 1855 241 327 140 1614 278
is_linear=0
shrinkage=0.0995203


Tree=7425
num_leaves=16
num_cat=0
split_feature=28 10 8 8 26 2 2 3 26 26 8 29 26 1 21
split_gain=0.0107383 0.00263785 0.00142156 0.0123551 0.0202062 0.00147624 0.00116366 0.00365216 0.000899734 0.00350669 0.00246303 0.000676404 0.000773294 0.00131516 0.000980515
threshold=0.083225000000000021 0.09056500000000002 -0.088520000000000001 -0.090134999999999993 0.086420000000000011 0.12875500000000004 0.10166000000000001 0.10525500000000003 0.12086000000000002 0.11790500000000002 -0.012329999999999999 0.0061000000000000013 0.086420000000000011 -0.080689999999999998 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 -5 6 8 -8 9 -4 -10 12 14 -14 -1
right_child=-2 -3 5 4 -6 -7 7 -9 10 -11 -12 -13 13 -15 -16
leaf_value=0.00017594725421129416 0.001212335183611929 0.00053094072521547007 -2.0817222428831908e-05 -0.0027357452137898269 0.0001398122779549391 -0.00052453409454258167 0.00091375525960008073 -0.00012869947181128868 0.00054536111100779037 -0.00084021779388270587 -0.00020530568265941473 -0.00038499527008023087 0.00014312050309027742 -0.00029262482279007371 -0.00018906486720722564
leaf_weight=304 69 78 2335 46 50 56 54 84 93 53 79 49 108 180 94
leaf_count=304 69 78 2335 46 50 56 54 84 93 53 79 49 108 180 94
internal_value=0 -4.06564e-05 -5.33211e-05 -0.000167531 -0.00122953 -1.85619e-05 -7.75645e-06 0.000273286 -2.32262e-05 -3.93461e-05 0.000195819 -2.77066e-05 -9.92664e-07 -0.000126378 8.76815e-05
internal_weight=0 3663 3585 831 96 2754 2698 138 2560 2388 172 735 686 288 398
internal_count=3732 3663 3585 831 96 2754 2698 138 2560 2388 172 735 686 288 398
is_linear=0
shrinkage=0.0995203


Tree=7426
num_leaves=22
num_cat=0
split_feature=28 2 2 2 5 5 8 8 26 26 2 26 17 2 26 8 2 1 26 11 11
split_gain=0.00877994 0.00211837 0.00248274 0.015718 0.00274 0.00411141 0.0035327 0.00280875 0.00119135 0.00169431 0.00377819 0.00198804 0.00263861 0.00181516 0.00188162 0.00186427 0.00127451 0.000941094 0.000972716 0.0020432 0.00128905
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decision_type=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 -3 7 -6 9 10 13 -11 16 14 -1 -15 -13 -4 -19 -20 -21
right_child=-2 2 17 -5 6 -7 -8 -9 -10 11 -12 12 -14 15 -16 -17 -18 18 19 20 -22
leaf_value=6.9290612546373605e-05 0.0010499536461997467 -0.00024600216628403791 -0.00041602972799706638 -0.0019687201457794959 -0.0002306429998821074 0.00095759751762339979 -0.0010089088290207043 0.00049451233376997499 0.00046653651236470804 -0.0006360319672807684 0.00096721018673499946 0.00014661625318694905 0.00060177883776475804 8.366772933731611e-05 0.00063046714368717024 -0.00069946861268689229 -0.00051294000742800171 -0.0004435932334715252 0.00059635095995774442 -0.00051322288099661423 -1.0246295986395363e-05
leaf_weight=361 75 57 61 49 344 54 50 62 78 65 51 46 52 63 72 55 72 52 54 52 1907
leaf_count=361 75 57 61 49 344 54 50 62 78 65 51 46 52 63 72 55 72 52 54 52 1907
internal_value=0 -3.76501e-05 -8.15644e-05 -0.00025767 -0.000108358 0.000332158 -0.000217384 -0.000117889 9.3054e-05 5.72711e-05 0.000146467 -0.000167737 6.50104e-06 6.90135e-05 0.000164495 -0.000274416 -0.000248887 -3.01535e-05 -1.83583e-05 -6.96688e-06 -2.40153e-05
internal_weight=0 3657 2742 616 567 111 456 406 915 837 602 235 170 551 433 118 118 2126 2065 2013 1959
internal_count=3732 3657 2742 616 567 111 456 406 915 837 602 235 170 551 433 118 118 2126 2065 2013 1959
is_linear=0
shrinkage=0.0995203


Tree=7427
num_leaves=27
num_cat=0
split_feature=28 2 2 2 9 0 0 5 9 18 26 1 9 0 26 3 26 2 18 7 2 17 4 4 5 17
split_gain=0.00712033 0.00178729 0.00213512 0.0170123 0.0021928 0.00372419 0.00919091 0.00597999 0.00111278 0.00554097 0.00396232 0.00219378 0.00185029 0.00515598 0.00274212 0.00156591 0.000883153 0.0011888 0.00164912 0.000858626 0.0010165 0.00168602 0.00149178 0.00180425 0.00100417 0.000998515
threshold=0.083225000000000021 -0.086050000000000001 -0.082025000000000001 -0.082234999999999989 0.083995000000000028 -0.087184999999999999 -0.083885000000000001 -0.019465 0.083955000000000016 -0.015440000000000001 0.083235000000000017 -0.08616 0.088995000000000019 -0.08076499999999999 0.088115000000000013 0.087675000000000017 0.095610000000000014 -0.095204999999999998 -0.14343999999999998 -0.074779999999999999 0.12875500000000004 -0.54441499999999998 0.11785500000000003 0.099305000000000018 -0.44524499999999995 -0.093784999999999993
decision_type=2 2 2 2 2 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 7 -7 -6 9 10 -1 -11 13 14 15 -10 17 18 -14 -4 21 -21 23 -22 -24 -23
right_child=-2 2 19 -5 5 6 -8 -9 12 11 -12 -13 16 -15 -16 -17 -18 -19 -20 20 22 25 24 -25 -26 -27
leaf_value=0.00016376015083855751 0.00098719184003616183 -0.00068286917286814386 0.00030475050889849247 -0.0020378717354667857 -4.7052025023921909e-05 -0.00094964684732798518 0.00014984356611353746 0.0013377096605522738 -0.00035863827466881248 0.00016498132868779497 0.0014524017826596145 -0.00068316068852941928 0.00072189673714547582 -0.00090304913005407987 0.00065855011613620898 0.00025515010251076327 0.00056633623026992473 -0.0002892002358729879 8.0603337073642314e-05 0.00055607088851902917 -3.7920062298685466e-05 -0.00017220442049702974 0.00030160921195563034 -0.00087840483489782985 -0.00023355809914481188 8.9329544843437712e-06
leaf_weight=47 69 54 74 48 87 108 246 47 111 79 51 48 49 71 58 64 49 60 233 50 48 382 58 59 86 1396
leaf_count=47 69 54 74 48 87 108 246 47 111 79 51 48 49 71 58 64 49 60 233 50 48 382 58 59 86 1396
internal_value=0 -3.30851e-05 -7.35065e-05 -0.000241412 -8.08053e-05 -1.25059e-05 -0.000183282 0.000432539 8.65426e-05 0.000279243 0.000842733 -0.000149131 2.29796e-05 -0.000159807 6.31618e-05 -0.000129489 0.000167188 0.000107607 0.000194937 -2.71141e-05 -3.93203e-05 -1.30585e-05 -0.00022732 -0.000509016 -1.23197e-05 -2.95237e-05
internal_weight=0 3663 2743 590 542 488 354 134 920 225 98 127 695 304 233 175 391 342 282 2153 2079 1828 251 107 144 1778
internal_count=3732 3663 2743 590 542 488 354 134 920 225 98 127 695 304 233 175 391 342 282 2153 2079 1828 251 107 144 1778
is_linear=0
shrinkage=0.0995203


Tree=7428
num_leaves=24
num_cat=0
split_feature=28 1 1 26 6 6 0 5 26 26 26 26 5 2 4 4 7 11 0 4 2 0 2
split_gain=0.00201862 0.00169376 0.00393624 0.0114655 0.00301983 0.006894 0.0119056 0.00186578 0.00184348 0.00378248 0.00172237 0.00207126 0.00154489 0.00171387 0.00233165 0.00203225 0.00136189 0.00152587 0.00160829 0.00618409 0.00349883 0.000760957 0.000544149
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decision_type=2 2 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 6 7 -6 12 -10 11 22 -1 15 -15 -14 17 18 19 -4 -20 -12 -7
right_child=-2 2 16 -5 5 10 -8 -9 9 -11 21 -13 13 14 -16 -17 -18 -19 20 -21 -22 -23 -24
leaf_value=0.0005464077371012733 -0.0006133963226214687 0.00066083770000786076 5.1488040906454336e-05 -0.0013037752622900463 0.00059179060808318778 -0.00016994407875670794 0.0020858266610932126 -0.00017967842779156195 -0.001068751021892413 0.00016445660251254674 3.702508384490934e-05 -0.00070864560396531411 0.00060220368520479367 -0.00054045313824850887 0.00013279105429937595 -0.00016201304073819452 -0.00041388978643686715 0.00057862915385690919 1.3225879915184414e-05 0.0012059953270882942 -0.00063870487982648676 0.00052602105233980892 0.00027939406659940045
leaf_weight=58 48 47 360 77 79 51 52 49 46 51 66 52 77 99 102 60 69 50 1969 53 85 68 54
leaf_count=58 48 47 360 77 79 51 52 49 46 51 66 52 77 99 102 60 69 50 1969 53 85 68 54
internal_value=0 3.5471e-05 -4.53767e-06 -0.000552522 0.000148793 0.000329114 0.00081339 0.000290067 -2.18208e-05 -0.000411924 2.67479e-05 -0.000193818 7.16677e-05 -7.37469e-06 -0.000194734 0.000261535 2.14219e-05 3.36806e-05 2.2304e-05 0.000201627 -1.33542e-05 0.000291282 5.33477e-05
internal_weight=0 3674 2710 124 964 471 180 128 493 97 291 157 396 338 201 137 2586 2517 2467 413 2054 134 105
internal_count=3722 3674 2710 124 964 471 180 128 493 97 291 157 396 338 201 137 2586 2517 2467 413 2054 134 105
is_linear=0
shrinkage=0.0995203


Tree=7429
num_leaves=33
num_cat=0
split_feature=2 20 8 0 18 1 5 5 5 0 18 2 9 8 9 5 18 2 9 26 26 26 0 18 22 2 2 9 26 2 6 26
split_gain=0.00172368 0.00308105 0.00392297 0.0163651 0.00379114 0.00340426 0.00464537 0.00443463 0.0039919 0.00466188 0.0030428 0.00250394 0.0036093 0.0051049 0.00298851 0.00248816 0.00154768 0.00148651 0.00558281 0.00254652 0.00353608 0.00539483 0.00419195 0.00401732 0.00130236 0.000903044 0.000928596 0.00633552 0.00409824 0.00299731 0.00106605 0.000827318
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decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 6 -1 -8 9 -7 15 12 13 -3 -14 -6 -12 18 19 20 21 22 -2 -22 25 -19 27 28 -27 -28 -31 -18
right_child=17 2 4 -5 10 8 7 -9 -10 -11 16 -13 14 -15 -16 -17 31 24 -20 -21 23 -23 -24 -25 -26 26 29 -29 -30 30 -32 -33
leaf_value=-0.00093412000869584589 0.0002779978209442646 -0.00010179724033422763 0.00062717714088520848 0.00204836685552603 -0.00014029071243250625 0 0.00071181959404483593 -0.00051656768873026488 -0.00034773286956858501 0.001269964180257491 0.00060607757520997471 0.00082262838455969924 -0.00087361328910255914 0.0012626345285528427 7.9724220537908761e-05 -0.001101655836085089 9.5792071614449485e-05 0.00030897205009743572 -0.00094039883553908026 0.00064656421839112341 0.00013716007838211156 0.00086810990030484591 -0.00094468736871679759 -0.0010178015440897637 0.00052497590440225936 -0.00039556469434539655 0.00068973215458991203 -0.0011306325005254879 0.00062233581034754667 -3.0522998518370882e-05 0.00037689185408594153 -0.00039428829788627388
leaf_weight=87 61 62 85 56 69 65 52 66 78 52 47 51 53 47 81 46 121 90 80 49 49 66 50 72 48 78 62 55 78 1653 66 47
leaf_count=87 61 62 85 56 69 65 52 66 78 52 47 51 53 47 81 46 121 90 80 49 49 66 50 72 48 78 62 55 78 1653 66 47
internal_value=0 0.000124711 0.000242051 0.000487628 3.29642e-05 -9.76538e-05 -0.000382182 1.78181e-05 0.000197267 0.000567598 -0.00011761 0.00018756 5.09051e-05 0.000479026 -0.000291233 -0.000531956 0.000100209 -2.11672e-05 -0.000190761 -1.55752e-05 -0.000127198 0.000152648 -0.000265386 -0.000543324 1.2447e-05 2.37562e-07 -1.33003e-05 -0.000210885 0.000108138 9.64839e-06 -1.44043e-05 -3.6441e-05
internal_weight=0 1165 765 350 415 400 205 118 195 117 330 294 243 109 134 115 215 2557 427 347 298 177 111 121 2130 2082 1992 211 156 1781 1719 168
internal_count=3722 1165 765 350 415 400 205 118 195 117 330 294 243 109 134 115 215 2557 427 347 298 177 111 121 2130 2082 1992 211 156 1781 1719 168
is_linear=0
shrinkage=0.0995203


Tree=7430
num_leaves=23
num_cat=0
split_feature=28 2 4 20 9 26 26 0 2 3 3 9 2 9 26 26 26 18 26 8 7 18
split_gain=0.00161022 0.00124711 0.00300436 0.0026714 0.00409305 0.00356799 0.0169789 0.00380189 0.003964 0.00326703 0.00218383 0.00242857 0.0013586 0.00453187 0.0020618 0.002863 0.00437055 0.00326555 0.00147444 0.00117969 0.000750419 0.000857684
threshold=0.10217500000000003 -0.084114999999999981 0.10801000000000002 -0.0093149999999999986 0.083925000000000013 0.086095000000000019 0.085300000000000029 -0.087184999999999999 -0.086414999999999992 0.085625000000000021 0.087625000000000022 0.08895500000000002 -0.081604999999999997 0.091405000000000028 0.091570000000000026 0.087525000000000019 0.086255000000000012 -0.025079999999999998 -0.23202999999999999 0.079450000000000021 0.077685000000000018 -0.10303999999999999
decision_type=2 2 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 9 -7 -9 -5 -6 -12 13 14 15 16 -3 -17 -14 20 21 -20
right_child=-2 12 -4 5 10 7 -8 8 -10 -11 11 -13 18 -15 -16 17 -18 -19 19 -21 -22 -23
leaf_value=-0.00075715520676371132 -0.0005498820403501462 -0.00023824111284014994 -0.00044829898375088763 -0.00016139556456981936 0.00059878875671998187 0.00070027652902933868 0.002280548038113422 0.00016090503453433538 -0.0006403053688506361 0.00048587672405564139 -0.00037687225163502206 0.00025421089310605373 -0.00049382714109513076 -0.00084681018951082796 0.00058221792038179844 0.00012350991583528773 0.00078171539803054233 -0.00091650970455920853 -0.00014900060630991736 0.00052555478506338281 -0.00036225749360626946 5.8980114769487514e-05
leaf_weight=67 48 111 86 125 68 68 46 163 97 196 113 129 53 80 49 49 66 72 220 48 48 1720
leaf_count=67 48 111 86 125 68 68 46 163 97 196 113 129 53 80 49 49 66 72 220 48 48 1720
internal_value=0 2.96267e-05 0.000115147 0.000161113 -5.03621e-05 0.000277004 0.000490362 3.57827e-05 -0.00013486 0.000231273 9.97558e-05 -3.70857e-05 -9.40912e-06 -0.000171395 -1.33208e-05 -0.000113992 0.000137457 -0.000488579 2.33096e-05 3.71735e-05 2.49698e-05 3.49727e-05
internal_weight=0 3674 1158 1072 377 695 367 328 260 321 310 242 2516 427 347 298 177 121 2089 2036 1988 1940
internal_count=3722 3674 1158 1072 377 695 367 328 260 321 310 242 2516 427 347 298 177 121 2089 2036 1988 1940
is_linear=0
shrinkage=0.0995203


Tree=7431
num_leaves=24
num_cat=0
split_feature=17 6 6 18 5 18 20 5 17 17 6 2 17 18 18 5 4 4 20 4 20 3 17
split_gain=0.0013488 0.00480023 0.0156286 0.00276641 0.00206032 0.0017474 0.0013996 0.00151652 0.00148738 0.00966918 0.00235831 0.00500283 0.00194557 0.00232432 0.00424295 0.00218028 0.00119535 0.0028913 0.00196518 0.00230282 0.00195662 0.00119062 0.00107625
threshold=-0.084209999999999993 0.086420000000000011 0.089430000000000023 -0.10303999999999999 -0.000475 -0.089024999999999993 0.089370000000000019 -0.072535000000000002 -0.011174999999999999 -0.014289999999999999 -0.095814999999999997 0.096520000000000022 -0.0090649999999999984 -0.080424999999999996 -0.085709999999999995 -0.072874999999999981 0.10724500000000002 0.10386500000000003 -0.097019999999999995 0.095805000000000015 -1.0000000180025095e-35 0.12015500000000003 -0.26636999999999994
decision_type=2 2 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 -2 -4 -6 8 21 9 10 -5 -12 -10 14 -14 -15 17 18 -1 20 -20 -8 -7
right_child=3 2 4 6 5 22 7 -9 12 -11 11 -13 13 15 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.0006195900757300475 -0.00063781620928871476 0.0020787007336364118 0.00070196847935176973 0.00063883513912011878 0.00031911686180505759 2.6801260077360733e-05 0.00028933267277229832 0.0006801715903643153 0.0005912293708471185 -0.0013721373526571047 1.7386281010638329e-05 -0.0010776473757802866 0.00010212452236794163 -5.6352081129399143e-05 -0.00096343139187118291 0.00018821243610103814 0.00037321750412375659 -0.00078539221136713223 0.00013171387569047092 0.00064033787859335805 -0.0002206121529516827 -0.0003146600442298898 -0.00057704063224554597
leaf_weight=47 70 49 50 48 88 55 89 58 57 59 394 46 80 944 67 582 74 49 390 59 260 50 57
leaf_count=47 70 49 50 48 88 55 89 58 57 59 394 46 80 944 67 582 74 49 390 59 260 50 57
internal_value=0 0.00010786 0.000452365 -2.07911e-05 0.000130328 -8.4886e-06 -3.00195e-06 0.000251104 -2.53461e-05 -0.000168547 -2.1353e-05 -9.52341e-05 1.94586e-05 0 -0.000377968 3.63857e-05 -8.39484e-06 -4.44917e-05 2.44686e-06 4.48367e-05 -7.95712e-06 6.61797e-05 -0.000273202
internal_weight=0 1178 299 2544 250 200 2474 197 2277 547 488 440 1730 1673 147 1526 879 805 756 709 650 139 112
internal_count=3722 1178 299 2544 250 200 2474 197 2277 547 488 440 1730 1673 147 1526 879 805 756 709 650 139 112
is_linear=0
shrinkage=0.0995203


Tree=7432
num_leaves=29
num_cat=0
split_feature=3 9 9 1 9 3 2 3 3 9 2 2 2 3 20 20 1 9 1 26 8 17 17 3 3 9 29 6
split_gain=0.00294761 0.0109745 0.0183101 0.00216282 0.00169566 0.00192916 0.00289986 0.00614737 0.00263131 0.00241453 0.00225292 0.00162972 0.00208257 0.00133764 0.00119496 0.00267986 0.00160545 0.00214648 0.0055487 0.00157831 0.00245919 0.00146625 0.00305503 0.00155749 0.00655123 0.00140487 0.00131424 0.000682353
threshold=0.089395000000000016 0.087825000000000028 0.088770000000000029 -0.082344999999999988 0.08735500000000003 0.087570000000000023 -0.086304999999999993 0.088055000000000022 0.087170000000000011 0.08648500000000002 0.096520000000000022 -0.082830000000000001 -0.078784999999999994 0.089655000000000026 -0.081189999999999998 -0.09280999999999999 0.18123500000000006 0.088325000000000028 -0.047889999999999995 0.086835000000000009 -0.010374999999999999 -0.55157999999999996 -0.53447999999999996 0.090835000000000013 0.090360000000000024 0.099330000000000016 0.075910000000000019 -0.036009999999999993
decision_type=2 2 2 2 2 2 2 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 8 -7 -8 9 10 -1 27 -13 -2 15 16 17 18 -15 20 -17 -16 -23 24 -24 -19 -25 -4
right_child=13 2 11 -5 -6 6 7 -9 -10 -11 -12 12 -14 14 21 19 -18 25 -20 -21 -22 22 23 26 -26 -27 -28 -29
leaf_value=-7.9106960896417296e-05 -0.00055766341393003079 0.0022999478037506876 0.00015536593278199154 0.0013061323209823282 -0.00051300568223292518 0.00092227800693259036 -0.00083494986152706126 0.00058206631655786868 -0.00071033111586516037 0.00069936858407633386 0.00056838010522914089 -0.00063168197404705681 0.00023632747904755804 -0.00044290552929363616 -0.00048178601629858195 -0.00020854375655132132 -0.00051064759184141337 -0.00067397661061136915 0.00098304638527809893 0.00093017420192834847 0.00069314810804922515 0.00072940047514555219 0.00016968019079279572 -2.0993099014739364e-05 -0.001310016094450321 7.1020721030968433e-05 -0.00038866786454779434 0.00069071102812433922
leaf_weight=774 50 46 54 53 62 55 48 82 54 47 57 47 64 47 83 60 65 47 62 46 58 48 73 1409 49 50 104 50
leaf_count=774 50 46 54 53 62 55 48 82 54 47 57 47 64 47 83 60 65 47 62 46 58 48 73 1409 49 50 104 50
internal_value=0 0.000132681 0.000655541 0.00177618 -5.87722e-06 2.15385e-05 0.000315552 5.25631e-05 -3.59442e-05 4.60052e-06 -3.37094e-05 0.00013572 -0.000123833 -4.75389e-05 -3.55785e-05 0.000111434 -7.81759e-05 5.43098e-05 0.000360676 0.000429744 0.000227723 -7.2254e-05 -5.15708e-05 -7.49991e-05 -0.000417914 -0.000281518 -4.68073e-05 0.000420615
internal_weight=0 1493 314 99 1179 1117 185 130 932 878 831 215 111 2251 2201 435 271 206 109 164 118 1766 1683 1635 122 97 1513 104
internal_count=3744 1493 314 99 1179 1117 185 130 932 878 831 215 111 2251 2201 435 271 206 109 164 118 1766 1683 1635 122 97 1513 104
is_linear=0
shrinkage=0.0995203


Tree=7433
num_leaves=29
num_cat=0
split_feature=3 9 9 18 3 9 3 5 1 3 9 21 3 20 3 3 26 4 1 3 17 17 20 20 4 8 9 9
split_gain=0.00239742 0.00892196 0.0150842 0.00208328 0.00161563 0.00137504 0.00156376 0.00300928 0.00297626 0.00213417 0.00195736 0.00145761 0.00108376 0.000967841 0.00233528 0.00164661 0.00340142 0.00153021 0.00383383 0.00307883 0.00377762 0.00202162 0.00179216 0.00203327 0.0017879 0.00165025 0.0011915 0.000486242
threshold=0.089395000000000016 0.087825000000000028 0.088610000000000008 -0.020999999999999998 0.088115000000000013 0.08735500000000003 0.087570000000000023 -0.000475 -0.0084199999999999987 0.087170000000000011 0.08648500000000002 0.087625000000000022 0.089655000000000026 -0.081189999999999998 0.090765000000000026 0.093835000000000016 0.086835000000000009 0.10495500000000003 0.2705800000000001 0.12015500000000003 -0.059294999999999994 -0.031185000000000001 -0.078725000000000003 -0.075334999999999999 0.11931500000000002 -0.073999999999999996 0.088510000000000019 0.10341500000000002
decision_type=2 2 2 2 2 2 2 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 27 6 9 8 -8 10 11 -1 -2 14 -14 -16 26 18 22 20 -19 -21 25 -24 -23 -15 -17 -5
right_child=12 2 3 4 -6 -7 7 -9 -10 -11 -12 -13 13 17 15 16 -18 19 -20 21 -22 24 23 -25 -26 -27 -28 -29
leaf_value=1.6310007751182245e-05 -0.00050216466459914225 0.0017062607238872997 0.00066914385569258425 0.00041271748500148163 -0.0004378475473226213 -0.00046195127375344802 0.00098317263455809946 -0.00031581312069543376 7.7191299598962179e-06 -0.00063963881076760127 0.00062976730757775639 -0.00039530909996920934 0.00068822107462384544 -0.00090332661569806998 -0.000394093020252993 0.00012777885047645057 0.00079424527158427 -8.193666349992984e-05 -0.00098185508141710809 -0.00065627170917623785 0.00095060696923738751 -0.0005079309530893406 0.00037208441673000994 -8.919370305783413e-05 0.00019015699259157336 -6.2343948134653914e-05 -0.00032557172744985711 0
leaf_weight=735 50 87 59 56 59 62 71 56 58 54 47 96 58 49 79 145 59 62 49 51 77 46 103 1111 170 48 94 53
leaf_count=735 50 87 59 56 59 62 71 56 58 54 47 96 58 49 79 145 59 62 49 51 77 46 103 1111 170 48 94 53
internal_value=0 0.00011964 0.00059108 0.000160069 -1.38405e-05 -5.22322e-06 1.9395e-05 0.000284148 0.000550943 -3.22797e-05 4.14266e-06 -3.02566e-05 -4.28802e-05 -3.20747e-05 0.000100157 7.51378e-06 0.000116727 -6.51094e-05 -0.00011601 0.000103378 0.000484159 -9.17904e-05 -8.30234e-05 -4.93829e-05 3.77001e-05 -0.00049561 -4.71012e-05 0.000208158
internal_weight=0 1493 314 227 168 1179 1117 185 129 932 878 831 2251 2201 435 377 298 1766 1360 406 139 267 1311 1214 216 97 239 109
internal_count=3744 1493 314 227 168 1179 1117 185 129 932 878 831 2251 2201 435 377 298 1766 1360 406 139 267 1311 1214 216 97 239 109
is_linear=0
shrinkage=0.0995203


Tree=7434
num_leaves=25
num_cat=0
split_feature=3 3 1 1 2 3 3 2 17 2 6 8 3 8 10 5 17 17 2 17 21 1 0 3
split_gain=0.00194787 0.00751403 0.0144284 0.0166335 0.00307286 0.00263308 0.00125727 0.00143892 0.00215335 0.00272475 0.00328788 0.00239257 0.00347389 0.00327311 0.000943523 0.0021276 0.00142811 0.0028704 0.00224194 0.00276427 0.00199852 0.00119425 0.00792812 0.00349347
threshold=0.089395000000000016 0.087825000000000028 -0.080500000000000002 -0.088694999999999982 -0.084804999999999992 0.088605000000000017 0.087515000000000023 0.096520000000000022 -0.089699999999999988 -0.019910000000000001 0.08463500000000003 -0.085764999999999994 0.086895000000000014 -0.086914999999999992 0.09056500000000002 0.63455500000000009 -0.42946499999999999 -0.35269999999999996 -0.072624999999999981 -0.467555 0.092470000000000011 -0.083284999999999984 -0.077624999999999986 0.089810000000000015
decision_type=2 2 2 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 -6 7 8 9 10 -1 13 -13 -10 15 16 18 -18 19 20 -2 22 -19 -23
right_child=14 2 4 -5 5 -7 -8 -9 11 -11 -12 12 -14 -15 -16 -17 17 21 -20 -21 -22 23 -24 -25
leaf_value=0.00029965366290390629 0.00041940857751987385 0.00033274503488815916 -0.00047444643497443684 0.0027458716933735586 0.00073519980110661916 -0.00015511127052755545 -0.00040591868508529357 0.00049176543093850766 0 -0.00095790503142854802 -0.00049558058342403458 0.00011585965797971393 0.00094061778947483537 -0.00089397646503560637 0.00034894050295300845 -0.00071297773802339961 -0.00073677667492030895 -0.0013983648712253157 -0.00032477742455444829 0.00091854726588399215 -0.00018886663242925964 0.00083249808159881634 1.3239362858662654e-05 -3.9253071435235777e-05
leaf_weight=100 109 64 75 52 71 59 74 60 334 46 105 347 60 46 60 47 62 48 75 55 103 47 214 1431
leaf_count=100 109 64 75 52 71 59 74 60 334 46 105 347 60 46 60 47 62 48 75 55 103 47 214 1431
internal_value=0 0.00010776 0.000534409 0.00142155 2.84239e-05 0.000324839 -8.39722e-06 1.76483e-05 -8.96868e-06 -0.000263483 -0.000103668 7.11641e-05 0.000239457 -0.000106932 -3.87213e-05 -4.9711e-05 -3.47892e-05 -7.0484e-05 0.000150893 0.000287575 0.000120017 -4.62721e-05 -0.000242251 -1.09777e-05
internal_weight=0 1493 321 116 205 130 1172 1098 1038 251 205 787 407 380 2251 2191 2144 1802 342 267 212 1740 262 1478
internal_count=3744 1493 321 116 205 130 1172 1098 1038 251 205 787 407 380 2251 2191 2144 1802 342 267 212 1740 262 1478
is_linear=0
shrinkage=0.0995203


Tree=7435
num_leaves=22
num_cat=0
split_feature=3 3 5 18 5 18 3 3 18 18 3 20 21 8 28 10 17 1 17 17 20
split_gain=0.00158053 0.0060917 0.0141753 0.0124884 0.00157014 0.00397621 0.00103022 0.00101983 0.00131111 0.00141017 0.0022466 0.00114184 0.00204981 0.00147944 0.000855063 0.001009 0.00173006 0.00277502 0.00126629 0.00286823 0.00143399
threshold=0.089395000000000016 0.087825000000000028 -0.088604999999999989 -0.088855000000000003 -0.0071849999999999995 -0.010395 0.089655000000000026 0.087515000000000023 -0.1394 -0.091869999999999993 0.085035000000000013 -0.071149999999999991 0.087785000000000016 -0.085764999999999994 0.082705000000000015 0.09056500000000002 -0.55157999999999996 -0.50158499999999984 -0.42946499999999999 -0.35269999999999996 -0.082534999999999997
decision_type=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 5 -5 -2 8 -1 10 -10 13 -13 -11 15 16 17 -8 20 -20 -18
right_child=6 2 3 4 -6 -7 14 -9 9 11 -12 12 -14 -15 -16 -17 18 -19 19 -21 -22
leaf_value=0.00040953925819191869 -0.00048244277787942697 0.0020411889543217729 0.0014142901741323454 0.00056258996374275547 -0.00049995244720519856 -0.00058000173122838732 5.0402743142252118e-05 -0.00036552160503016106 4.8437068582517104e-05 -2.28419879611605e-05 -0.00082716448770215928 1.9300258138054526e-05 -0.00061720938488529287 0.0005442949519865333 -0.00039221549504810956 0.00042302468893218147 -0.00028196466101216395 -0.00099684571908240809 -0.00074931013619744264 -1.167712403595865e-05 0.00031338023918929569
leaf_weight=78 50 49 64 68 86 54 52 74 62 89 52 675 54 88 61 51 48 46 54 1677 212
leaf_count=78 50 49 64 68 86 54 52 74 62 89 52 675 54 88 61 51 48 46 54 1677 212
internal_value=0 9.70679e-05 0.000481224 0.000197192 -0.000173365 5.01426e-05 -3.48678e-05 -7.45053e-06 1.59362e-05 -1.33603e-05 -0.000343779 2.73121e-05 -2.67257e-05 0.000254499 -2.43283e-05 -1.34592e-05 -2.45072e-05 -0.00043281 -3.99881e-06 -3.51611e-05 0.000200322
internal_weight=0 1493 321 272 208 122 2251 1172 1098 1020 114 906 729 177 2201 2140 2089 98 1991 1731 260
internal_count=3744 1493 321 272 208 122 2251 1172 1098 1020 114 906 729 177 2201 2140 2089 98 1991 1731 260
is_linear=0
shrinkage=0.0995203


Tree=7436
num_leaves=27
num_cat=0
split_feature=20 20 20 3 0 0 17 0 3 10 10 1 21 17 8 17 0 2 8 3 9 9 9 0 1 1
split_gain=0.00560695 0.0218813 0.017957 0.00671583 0.00841692 0.0538873 0.00916712 0.00395223 0.00220815 0.00213053 0.00414991 0.0019102 0.00187766 0.00267615 0.00304847 0.00249955 0.00178297 0.00166339 0.00160315 0.00148401 0.00178765 0.00328607 0.00326203 0.00139361 0.00111893 0.000923174
threshold=-0.082074999999999995 -0.082784999999999984 -0.080869999999999984 0.090835000000000013 -0.083589999999999984 -0.082794999999999994 -0.15122999999999998 -0.081674999999999984 0.091225000000000014 0.086275000000000018 0.090150000000000022 -0.50597999999999999 0.087625000000000022 0.11180000000000002 -0.087374999999999994 -0.067015000000000005 -0.046675000000000001 -0.080165 1.0000000180025095e-35 0.086965000000000028 0.089645000000000016 0.087155000000000024 0.083925000000000013 -0.067345000000000002 -0.012865 -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
left_child=1 18 -2 4 12 -6 -7 -8 -5 11 -11 -10 13 14 -4 -14 -13 -17 19 25 21 22 -21 24 -20 -1
right_child=2 -3 3 8 5 6 7 -9 9 10 -12 16 15 -15 -16 17 -18 -19 23 20 -22 -23 -24 -25 -26 -27
leaf_value=-1.9848820825448271e-05 -0.0015351639206568313 0.0021175634731361802 -0.00012347267938339892 0.00068093669684153254 -0.0035797284838794304 -0.0011655794336272488 0.00055751791628841645 -0.00020181350695479586 -0.00058973404113054283 0.0011528775225275829 -0.00015076068486371861 -3.5628354775014046e-05 -0.00084245560233428877 -0.00052885973038276676 0.00033847442787969734 -0.0004444916925293908 0.00029021277628788432 0.00039169701239780656 0.0001382269568193134 -0.00043825846177391752 0.00024848578369956369 -0.0010306662965929901 0.00032447807526890196 -0.00013534501644014158 0.00082879834788182453 0.00058049074597429288
leaf_weight=51 89 53 294 51 53 88 85 334 55 46 49 1237 64 77 270 48 192 46 48 140 74 50 91 48 52 46
leaf_count=51 89 53 294 51 53 88 85 334 55 46 49 1237 64 77 270 48 192 46 48 140 74 50 91 48 52 46
internal_value=0 0.000179176 -0.000141488 -9.97166e-05 -0.000263163 -0.000559164 -0.00024179 -4.58187e-05 3.60537e-05 1.47062e-05 0.000471858 -1.40073e-05 -5.46789e-05 1.98559e-05 9.62208e-05 -0.000362245 7.5787e-06 -2.65842e-05 6.58685e-06 -8.50999e-05 -0.00018072 -0.000296662 -0.000134243 0.000292134 0.000505511 0.000256409
internal_weight=0 653 3078 2989 1359 560 507 419 1630 1579 95 1484 799 641 564 158 1429 94 600 452 355 281 231 148 100 97
internal_count=3731 653 3078 2989 1359 560 507 419 1630 1579 95 1484 799 641 564 158 1429 94 600 452 355 281 231 148 100 97
is_linear=0
shrinkage=0.0995203


Tree=7437
num_leaves=30
num_cat=0
split_feature=20 20 20 18 18 2 1 9 9 2 2 2 2 26 6 5 26 6 6 6 18 1 1 9 9 1 9 5 9
split_gain=0.00508266 0.0359607 0.0128598 0.00566848 0.0134464 0.0212218 0.0259362 0.00256392 0.00667029 0.00281208 0.0135739 0.00339705 0.00379433 0.00292372 0.00219536 0.00417098 0.00260537 0.00174447 0.00168041 0.00175216 0.00131468 0.00122827 0.00206299 0.00216445 0.00150461 0.00117136 0.0024144 0.00102217 0.000971876
threshold=-0.081189999999999998 -0.080434999999999993 -0.08231999999999999 0.086065000000000016 0.092750000000000013 -0.080874999999999989 -0.081394999999999981 0.096535000000000024 0.098720000000000016 -0.088385000000000005 -0.093109999999999984 -0.086775000000000005 -0.085944999999999994 0.086645000000000014 0.098855000000000012 -0.051389999999999998 0.11746500000000003 0.093595000000000025 -0.091244999999999993 -0.087609999999999993 0.090025000000000022 0.18123500000000006 -0.008005 0.088325000000000028 0.089645000000000016 -0.073104999999999989 0.11296000000000002 -0.093384999999999982 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 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 18 7 5 6 -5 9 -9 10 28 13 -13 -11 16 -16 17 -6 27 -20 -7 22 24 -24 -21 -10 -27 -1 -3
right_child=1 3 -4 4 14 20 -8 8 25 11 -12 12 -14 -15 15 -17 -18 -19 19 21 -22 -23 23 -25 -26 26 -28 -29 -30
leaf_value=8.339361420338293e-05 -0.0027543333477216955 5.3794496176159635e-05 0.0013100267609627836 -0.00045790748703403882 -6.1106379514990181e-06 0.00040717044548481 -0.0036848498775685053 0.0010914870518247976 -0.00038143228695653461 0 -0.0018681305916131916 -0.00071348354554039834 0 0.0011224614443988425 -0.0010942119879452526 0.00018247201633012625 0.00056115068680555205 -0.00065511701404086904 -0.00057770252821566688 -0.00022696707926394592 -0.00033572753428866655 -0.00046313457499072748 0.00081287409198645469 -1.9670691380875883e-05 0.00026805037936613614 0.00043220950491554554 -0.00019655659220539813 0.00072265354641636644 -0.00042279034198415311
leaf_weight=61 51 204 85 51 344 47 49 72 57 46 48 78 1357 48 54 46 73 47 59 213 47 51 62 58 84 122 118 46 53
leaf_count=61 51 204 85 51 344 47 49 72 57 46 48 78 1357 48 54 46 73 47 59 213 47 51 62 58 84 122 118 46 53
internal_value=0 -0.000133617 0.00016051 -8.82012e-05 -0.000322972 -0.001038 -0.0020473 -7.05054e-06 0.000231877 -5.55691e-05 -0.000331489 0 -3.84954e-05 0.000579057 -7.55715e-05 -0.000498751 1.38668e-05 -8.62179e-05 5.10363e-06 -6.65909e-05 2.70127e-05 -4.06641e-07 5.42229e-05 0.000403656 -8.42058e-05 2.07306e-05 0.000119655 0.000365867 -4.13043e-05
internal_weight=0 3012 719 2961 758 194 100 2203 369 1834 305 1529 1435 94 564 100 464 391 634 527 94 468 417 120 297 297 240 107 257
internal_count=3731 3012 719 2961 758 194 100 2203 369 1834 305 1529 1435 94 564 100 464 391 634 527 94 468 417 120 297 297 240 107 257
is_linear=0
shrinkage=0.0995203


Tree=7438
num_leaves=30
num_cat=0
split_feature=26 26 5 20 6 26 20 26 8 26 3 26 18 0 3 9 5 2 1 3 9 26 2 18 11 26 26 5 0
split_gain=0.00472059 0.0160272 0.0113338 0.0200354 0.0132399 0.00682249 0.0138599 0.00537482 0.0198785 0.00339586 0.0024711 0.00225199 0.00213145 0.00285855 0.00197954 0.00363679 0.00400983 0.0036229 0.00274385 0.00254525 0.00338624 0.00170988 0.00188338 0.00164728 0.001551 0.0013215 0.0025787 0.000897409 0.000522697
threshold=0.085570000000000021 0.085945000000000021 -0.088604999999999989 -0.080754999999999993 0.088845000000000021 0.084845000000000018 -0.0081349999999999981 0.082850000000000021 -0.089779999999999985 0.0054200000000000012 0.087570000000000023 0.084100000000000022 -0.17307499999999998 -0.046675000000000001 0.087675000000000017 0.083995000000000028 -0.010264999999999998 -0.08385999999999999 -0.084204999999999988 0.088685000000000028 0.087885000000000019 0.087675000000000017 -0.079739999999999991 -0.13579499999999997 1.0000000180025095e-35 0.088545000000000026 0.09032500000000003 -0.002715 -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 2 2 2 2 2
left_child=5 -2 3 -3 21 7 -7 9 -9 12 11 -10 13 -1 15 -4 17 -17 -18 20 -16 -5 -23 -14 -25 27 -27 -21 -11
right_child=1 2 14 4 -6 6 -8 8 10 28 -12 -13 23 -15 19 16 18 -19 -20 25 -22 22 -24 24 -26 26 -28 -29 -30
leaf_value=3.0686771690113177e-06 -0.0019767682058181107 -0.0023514557162231308 -0.0004781648622390331 -0.00054908276927608912 -0.00159057416119766 0.0020774684701986017 -0.00012763061566985789 -0.0022773078294617958 -0.00065120685749621703 0.00037340365185505015 0.00048366485917041246 0.00015742048325612725 -0.00057864145803436474 0.00096384147212404256 9.950495627041764e-06 0.0013020805591195284 -0.00032362503344927516 0.00026124162669387941 0.00060095431127419599 2.2163595182808418e-05 -0.0010752955532778031 0.00050983055904795991 -9.6106547173031064e-05 3.2933265782219656e-05 -0.00054397412875525084 -0.00050712896472860812 6.9338320812544032e-06 0.00063629384343486613 0.00088823369965504927
leaf_weight=75 48 56 62 48 65 48 67 47 69 46 68 65 49 54 56 63 94 75 48 52 55 76 149 1169 48 110 773 48 48
leaf_count=75 48 56 62 48 65 48 67 47 69 46 68 65 49 54 56 63 94 75 48 52 55 76 149 1169 48 110 773 48 48
internal_value=0 -0.000180401 -0.000132836 -0.000605673 -0.000314008 4.32183e-05 0.000785641 -5.43531e-06 -0.000433842 6.56558e-05 -8.63759e-07 -0.000252853 2.60304e-05 0.000411599 -2.53217e-06 0.000205857 0.000360243 0.00074234 -5.3261e-06 -6.84259e-05 -0.000520409 -7.06495e-06 0.000104927 -1.26108e-05 9.50664e-06 -1.65553e-05 -5.61786e-05 0.000325133 0.000645005
internal_weight=0 1878 1830 394 338 1853 115 1738 249 1489 202 134 1395 129 1436 342 280 138 142 1094 111 273 225 1266 1217 983 883 100 94
internal_count=3731 1878 1830 394 338 1853 115 1738 249 1489 202 134 1395 129 1436 342 280 138 142 1094 111 273 225 1266 1217 983 883 100 94
is_linear=0
shrinkage=0.0995203


Tree=7439
num_leaves=26
num_cat=0
split_feature=0 0 1 0 1 0 8 1 26 1 18 2 1 17 9 8 9 26 6 17 17 26 6 1 8
split_gain=0.00417552 0.0124275 0.0142761 0.00720753 0.0256604 0.0174908 0.0436453 0.014446 0.0100727 0.00260515 0.00282757 0.00311061 0.00228104 0.00222682 0.00129367 0.0089327 0.00533107 0.00170023 0.00165223 0.00221356 0.000712143 0.000591737 0.000619502 0.000847238 0.000917484
threshold=-0.093765000000000001 -0.096359999999999987 0.0022300000000000006 -0.081604999999999997 0.066150000000000028 -0.083589999999999984 -0.086844999999999992 -0.083284999999999984 0.090385000000000021 -0.090104999999999991 -0.019539999999999998 -0.086050000000000001 -0.084759999999999988 -0.55754499999999996 0.11408000000000003 0.068430000000000019 0.10892000000000003 0.11861500000000001 0.12386500000000002 0.51326500000000019 0.42451000000000011 0.12336000000000003 -0.23827499999999999 0.41379000000000005 -0.41646
decision_type=2 2 2 2 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 4 5 9 -7 -8 -9 -2 11 -11 -12 -5 16 17 18 -16 19 -15 21 22 -1 24 -24
right_child=3 2 -4 13 -6 6 7 8 -10 10 12 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.00028984580145486667 -0.00065694992439365362 0 0.0024032431020222728 0.00050518995899625097 -0.0025041039454275029 -0.003678299635598594 -0.0013294853189325039 -0.00035301397696246872 0.0015073602253608538 0.00019435371678924021 0.00069457063726970308 -0.00047648098947655819 0.00010655579882961411 -2.8674025170000965e-05 0.00056780570159087492 -0.0013934448096916607 0.00097930121591246772 -0.00021412867015191818 0.00043387128045519499 -0.00071205760171260616 -0.00036512916657372894 -0.00032708531718466521 0.00045781514199313511 -0.00037824117025348283 3.8806471076969189e-06
leaf_weight=87 54 50 48 84 51 47 81 71 48 117 80 161 388 1240 60 50 54 49 72 49 51 46 48 52 593
leaf_count=87 54 50 48 84 51 47 81 71 48 117 80 161 388 1240 60 50 54 49 72 49 51 46 48 52 593
internal_value=0 0.000114393 0.00117731 -0.000124939 -0.000322721 -0.000215682 -0.000947765 -0.000301995 0.00039051 9.32493e-06 5.86513e-05 -0.000191207 0.00020882 5.54615e-06 -2.05984e-05 -0.000289913 9.08536e-06 0.000208784 -2.88082e-05 -5.52873e-05 -3.4487e-06 1.78916e-05 3.92859e-05 6.64908e-06 3.91498e-05
internal_weight=0 975 98 2756 1098 1047 247 200 119 800 746 278 468 1658 1574 159 1415 109 1361 1289 877 826 780 693 641
internal_count=3731 975 98 2756 1098 1047 247 200 119 800 746 278 468 1658 1574 159 1415 109 1361 1289 877 826 780 693 641
is_linear=0
shrinkage=0.0995203


Tree=7440
num_leaves=15
num_cat=0
split_feature=18 1 1 5 1 1 20 20 2 2 2 21 6 9
split_gain=0.00384657 0.00328838 0.0159567 0.0079963 0.00266373 0.00146568 0.00147193 0.00330114 0.00136147 0.00382424 0.00240809 0.00120193 0.00107567 0.000454243
threshold=0.26473000000000008 -0.0088199999999999997 -0.0101 -0.099349999999999994 -0.012224999999999998 -0.0072799999999999991 -0.09638999999999999 -0.085504999999999984 -0.086304999999999993 -0.085804999999999992 -0.087444999999999995 -0.072824999999999987 -0.060679999999999998 0.08938500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 -3 13 -8 10 -10 -5 -9 -13 -7
right_child=-2 5 -4 4 -6 6 7 11 9 -11 -12 12 -14 -15
leaf_value=0.0010879331164041928 -0.00064599773688480766 -0.00049960758162856953 0.0018823066038162633 6.5607649240611329e-05 -0.00050562638044167297 0.00010677135643657485 -0.0006835029318080643 -0.00035466861228279932 0.0010093274546779983 0.00012075318160998812 -0.00046771493334336786 -1.6935355790065347e-05 0.00024834950205329345 0.00052523741829729872
leaf_weight=81 73 64 52 466 74 56 75 89 50 1408 102 929 180 59
leaf_count=81 73 64 52 466 74 56 75 89 50 1408 102 929 180 59
internal_value=0 8.24676e-05 0.000158342 0.000116863 7.90175e-05 -3.36536e-05 -1.15788e-05 -4.29512e-05 0.000100776 0.000151787 -2.87239e-05 -2.16657e-06 2.53844e-05 0.000328581
internal_weight=0 3685 2233 2181 2100 1452 1388 1273 2026 1458 568 1198 1109 115
internal_count=3758 3685 2233 2181 2100 1452 1388 1273 2026 1458 568 1198 1109 115
is_linear=0
shrinkage=0.0995203


Tree=7441
num_leaves=15
num_cat=0
split_feature=18 1 1 5 1 1 20 20 2 2 2 21 8 4
split_gain=0.00312026 0.0026699 0.0129358 0.00648218 0.00216142 0.0011883 0.00119922 0.00267614 0.0011043 0.00328756 0.00197573 0.000974228 0.000755877 0.000416394
threshold=0.26473000000000008 -0.0088199999999999997 -0.0101 -0.099349999999999994 -0.012224999999999998 -0.0072799999999999991 -0.09638999999999999 -0.085504999999999984 -0.086304999999999993 -0.084474999999999995 -0.086775000000000005 -0.072824999999999987 -0.010374999999999999 0.080000000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 -3 13 -8 10 -10 -5 -9 -13 -7
right_child=-2 5 -4 4 -6 6 7 11 9 -11 -12 12 -14 -15
leaf_value=0.00097966173116641338 -0.00058170793414266371 -0.00044988653489254652 0.0016949790666537291 2.852348985912654e-05 -0.00045530632051129317 0.0004588243026248536 -0.00061548060466486794 -0.00031937190671603953 0.00053958178257871507 8.0435584746329697e-05 -0.00064445332420464969 -3.0047853183667459e-05 0.00014889773499377393 5.3081096135700063e-05
leaf_weight=81 73 64 52 521 74 67 75 89 177 1281 47 777 332 48
leaf_count=81 73 64 52 521 74 67 75 89 177 1281 47 777 332 48
internal_value=0 7.42825e-05 0.000142656 0.00010527 7.11537e-05 -3.03044e-05 -1.03678e-05 -3.87407e-05 9.07868e-05 0.000136737 -2.57218e-05 -1.95095e-06 2.27847e-05 0.000296589
internal_weight=0 3685 2233 2181 2100 1452 1388 1273 2026 1458 568 1198 1109 115
internal_count=3758 3685 2233 2181 2100 1452 1388 1273 2026 1458 568 1198 1109 115
is_linear=0
shrinkage=0.0995203


Tree=7442
num_leaves=25
num_cat=0
split_feature=8 8 8 9 9 18 20 17 20 3 2 8 17 20 4 2 1 8 2 3 20 6 1 2
split_gain=0.00305154 0.0169412 0.0091591 0.00215144 0.0271972 0.001625 0.00327155 0.00192656 0.00182138 0.00231083 0.00586246 0.0019573 0.00228695 0.00172057 0.00115164 0.00173427 0.00421226 0.000909319 0.000650023 0.000636166 0.00122695 0.00060706 0.000531692 0.000266635
threshold=-0.10833 -0.098504999999999995 -0.11550499999999998 0.085355000000000028 0.085665000000000033 0.088635000000000019 -0.058504999999999995 -0.031185000000000001 -0.009049999999999999 0.10726500000000001 0.091030000000000014 -0.071594999999999992 -0.015100000000000001 1.0000000180025095e-35 0.11670500000000002 -0.13535499999999998 -0.49056499999999997 -0.094375000000000001 0.50951500000000005 0.15108000000000005 -0.052259999999999994 -0.087954999999999992 0.012830000000000003 0.097745000000000012
decision_type=2 2 2 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 18 5 -5 8 -7 -8 9 10 -3 12 -10 -13 15 16 -6 -17 19 20 21 -1 23 -22
right_child=1 3 -4 4 14 6 7 -9 11 -11 -12 13 -14 -15 -16 17 -18 -19 -20 -21 22 -23 -24 -25
leaf_value=5.8823682681265487e-06 0.0018050589802387439 -0.00019741419062330222 -0.0015030051213415774 0.0022862931410093166 0.0003141511844793041 0.00074403754583303081 -0.00058379826506925871 0.00028574510677581124 0.00012674128914688139 0.00020942266958989838 -0.0014087181733120221 0.00039869135835957786 -0.00035230696582954003 -0.00010606086647773926 0.0004520282520831974 -0.00033443205055037607 -0.00079797067200121493 8.5447861732277912e-05 0.00027610225510519957 -0.00042257013480992813 -0.0001599365361245937 0.00052147338807700526 -0.00035529138616007623 0.00015225097472120456
leaf_weight=51 56 305 47 56 60 74 48 52 183 87 46 183 210 102 72 52 75 1651 57 48 62 46 88 47
leaf_count=51 56 305 47 56 60 74 48 52 183 87 46 183 210 102 72 52 75 1651 57 48 62 46 88 47
internal_value=0 8.82966e-05 -0.000188579 5.85186e-05 0.000124152 -4.08739e-05 0.000240777 -0.00012345 -8.55207e-05 -0.000243819 -0.000358493 1.55352e-05 -0.000127156 0.000215171 6.03305e-05 4.45411e-05 -0.00029763 7.21464e-05 -3.16953e-05 -8.53885e-05 -2.7554e-05 0.000258829 -0.00017272 -1.78132e-05
internal_weight=0 3312 446 3256 1966 1290 174 100 1116 438 351 678 393 285 1910 1838 135 1703 399 342 294 97 197 109
internal_count=3758 3312 446 3256 1966 1290 174 100 1116 438 351 678 393 285 1910 1838 135 1703 399 342 294 97 197 109
is_linear=0
shrinkage=0.0995203


Tree=7443
num_leaves=24
num_cat=0
split_feature=18 2 2 2 2 9 3 2 17 6 2 9 2 9 5 3 4 0 21 3 21 3 9
split_gain=0.00268718 0.00252046 0.0195761 0.00293591 0.0109311 0.00525044 0.011133 0.00290573 0.00156068 0.00350863 0.00124399 0.00586538 0.00317256 0.00283223 0.0023311 0.00111678 0.00218013 0.00188406 0.000997958 0.00191239 0.00178252 0.0014767 0.00135859
threshold=0.26473000000000008 -0.081055000000000002 -0.081344999999999987 -0.086440000000000003 -0.086050000000000001 0.085465000000000027 0.086285000000000014 -0.084385000000000002 0.070205000000000017 -0.0087049999999999992 -0.079739999999999991 0.09055500000000001 -0.079149999999999984 0.088285000000000016 -0.090164999999999995 0.10502000000000002 0.10801000000000002 0.019150000000000004 0.085815000000000016 0.08785500000000003 0.083050000000000027 0.10850000000000003 0.11408000000000003
decision_type=2 2 2 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 -7 -6 15 -10 11 13 -12 14 -3 17 -17 -1 20 -20 22 -21 -14
right_child=-2 10 -4 4 5 6 -8 -9 9 -11 12 -13 18 -15 -16 16 -18 -19 19 21 -22 -23 -24
leaf_value=2.1987501747500662e-05 -0.00054701123300611074 -0.00069320234549667984 0.0021129123881419134 0.0014801819902189128 -0.0005566705591204021 0.0017295081650531034 0.00014854675398098829 0.00010194320918983759 -0.0010280177745603525 3.6703168152425548e-05 0.00075758376813631219 -0.0011359870022334296 6.6334172323423969e-05 0.00069442955866315154 0.00026064575654944391 0.00049411335061383085 -0.00026518070777539326 -0.00053625030221220052 -0.0005793674289898197 0.00011011458377580145 0.00063952257121288689 -0.00018714071777105302 -0.00029869499804465561
leaf_weight=485 73 52 49 64 134 50 391 128 48 81 55 54 863 49 48 115 54 68 74 316 49 344 114
leaf_count=485 73 52 49 64 134 50 391 128 48 81 55 54 863 49 48 115 54 68 74 316 49 344 114
internal_value=0 6.18114e-05 0.000152407 9.25286e-05 0.000233874 0.000119247 0.000329651 -0.000231781 -3.39026e-05 -0.000353126 -1.26209e-05 -0.000246469 1.30829e-05 7.0413e-05 -0.000227169 2.19994e-05 0.000246655 -4.51763e-05 -9.71762e-06 -9.87104e-05 5.31499e-05 -4.35781e-05 2.29033e-05
internal_weight=0 3685 1667 1618 767 703 441 262 851 129 2018 203 1815 149 100 722 169 553 1760 734 1026 660 977
internal_count=3758 3685 1667 1618 767 703 441 262 851 129 2018 203 1815 149 100 722 169 553 1760 734 1026 660 977
is_linear=0
shrinkage=0.0995203


Tree=7444
num_leaves=32
num_cat=0
split_feature=5 5 5 8 5 1 8 8 2 0 0 17 26 0 26 2 1 8 17 20 0 9 2 2 6 5 2 8 2 2 5
split_gain=0.00278571 0.0129249 0.00841551 0.0029979 0.00302508 0.00282388 0.00121604 0.00344024 0.00395369 0.0020547 0.0032742 0.00450792 0.00520519 0.00254491 0.00454644 0.00207614 0.00508604 0.00294437 0.00170093 0.00488739 0.0023204 0.00152238 0.00136601 0.00382343 0.00304638 0.00135607 0.00120939 0.00119905 0.00106304 0.00125992 8.55167e-05
threshold=-0.099349999999999994 -0.11517000000000001 -0.095609999999999987 0.053925000000000008 -0.14118999999999998 0.40359500000000009 -0.078844999999999985 -0.077074999999999991 -0.081344999999999987 -0.084369999999999987 -0.08269 0.0053950000000000014 0.088055000000000022 -0.085794999999999996 0.087260000000000018 -0.082644999999999982 -0.089819999999999997 -0.081915000000000002 -0.00095 -0.014534999999999999 -0.087184999999999999 0.11351500000000002 -0.072624999999999981 -0.069459999999999994 0.099330000000000016 -0.025879999999999997 0.14685000000000001 -0.47145500000000001 0.097285000000000024 -0.0043799999999999993 0.15100500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 -5 9 8 -8 13 11 12 -11 18 -15 16 -12 -17 20 -20 -4 22 24 -24 -9 -23 28 -28 29 -1 -27
right_child=2 -3 6 5 -6 -7 7 21 -10 10 15 -13 -14 14 -16 17 -18 -19 19 -21 -22 25 23 -25 -26 30 27 -29 -30 -31 -32
leaf_value=0.00012850060206527942 -0.0013533919031452786 0.001664317236547797 4.5041738062181566e-05 3.2866467836848485e-05 -0.0006961321797199089 0.0011306258335188244 2.9767427823969632e-05 -6.5350876826043822e-05 -0.0011889168696062578 0.00093461796530632251 0.00031226299952984556 0.0013979722241516692 -0.0004763255850973847 -0.00090364161311665689 0.00014770927385851263 6.9312558188865656e-05 -0.00062861717871836535 0.00085360277560651691 -0.00034527494859730082 0.00088711364815155166 -0.0005068526847643583 0.00065787036637903655 -0.0010744567553425085 -0.00011834367267869325 0.00065477744574927901 0.00012069087902397534 3.5930769677174042e-05 -0.00060999739153956209 0.00043386011417388898 -0.00030897471216743787 -6.6102995511850416e-05
leaf_weight=360 48 53 358 49 59 47 46 640 58 50 107 46 53 89 73 277 120 58 56 72 95 53 47 380 64 46 61 50 86 79 47
leaf_count=360 48 53 358 49 59 47 46 640 58 50 107 46 53 89 73 277 120 58 56 72 95 53 47 380 64 46 61 50 86 79 47
internal_value=0 0.000159217 -4.63551e-05 5.73348e-05 -1.35225e-05 0.000578839 -2.39366e-05 -9.09955e-05 -0.000642012 3.91924e-05 0.000160501 0.000575788 0.000200651 -7.579e-05 -0.000424832 4.89418e-05 -0.000181512 0.000207544 2.01241e-05 0.000341548 -6.88906e-05 -4.54791e-05 -8.50641e-05 -0.000225501 0 0.000255562 4.85143e-05 -0.000247653 0.000112692 4.79102e-05 1.74873e-05
internal_weight=0 844 2883 791 695 96 2835 1381 104 1454 711 149 103 743 162 562 227 335 581 128 453 1277 1131 427 704 146 636 111 525 439 93
internal_count=3727 844 2883 791 695 96 2835 1381 104 1454 711 149 103 743 162 562 227 335 581 128 453 1277 1131 427 704 146 636 111 525 439 93
is_linear=0
shrinkage=0.0995203


Tree=7445
num_leaves=17
num_cat=0
split_feature=5 17 5 8 2 5 0 5 18 1 21 9 9 7 17 6
split_gain=0.00237902 0.0110103 0.010449 0.00368542 0.00255935 0.00200738 0.00153231 0.00152564 0.00132864 0.00152348 0.00123744 0.00131835 0.00137464 0.00113055 0.000811884 0.00125957
threshold=-0.096354999999999996 -0.008069999999999999 -0.094469999999999985 0.053925000000000008 -0.11700999999999999 -0.14118999999999998 -0.095339999999999994 -0.091229999999999992 0.19545000000000004 -0.047889999999999995 0.14680000000000004 0.12188500000000002 0.094010000000000024 0.058975000000000007 0.24923500000000007 -0.03252
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 13 -7 -4 10 -10 11 12 -9 14 15 -3
right_child=2 3 7 4 -6 6 -8 8 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0013145879999690694 -0.0015154017984242043 0.00010121424848261935 0.0003958374375061091 9.4694728769195718e-05 0.0011540287076343071 -6.4941289989718694e-05 -0.00082592581037128909 -6.9966643062295842e-06 -4.0317021819058313e-05 0.00069808608688181316 -0.00051878899502287275 0.00045384809814991915 -0.00018504561704394619 -0.00038484470610306904 0.00036344988833594588 -0.00033362365979786615
leaf_weight=73 47 370 85 48 46 58 52 1959 55 52 54 53 554 58 83 80
leaf_count=73 47 370 85 48 46 58 52 1959 55 52 54 53 554 58 83 80
internal_value=0 0.000144569 -4.35452e-05 3.61032e-05 0.000621801 -4.12677e-05 -0.000432122 -1.86533e-05 -3.18731e-05 0.000310883 -4.61836e-05 -3.59189e-05 -4.6574e-05 3.00949e-05 7.67837e-05 2.20905e-05
internal_weight=0 868 2859 795 94 701 110 2812 2727 107 2620 2566 2513 591 533 450
internal_count=3727 868 2859 795 94 701 110 2812 2727 107 2620 2566 2513 591 533 450
is_linear=0
shrinkage=0.0995203


Tree=7446
num_leaves=16
num_cat=0
split_feature=11 8 8 8 17 23 17 2 2 7 8 17 9 3 18
split_gain=0.00213122 0.00239761 0.015147 0.0020181 0.00948498 0.00159105 0.00134008 0.00122862 0.00118844 0.00136334 0.000955584 0.00066527 0.00125073 0.00147472 0.00100825
threshold=-0.37506 -0.10337499999999999 -0.11187999999999999 -0.091914999999999983 0.064745000000000011 0.086085000000000023 -0.0014149999999999998 0.12875500000000004 0.11665500000000002 0.086645000000000028 -0.094375000000000001 0.12374500000000002 -0.20504500000000001 0.11896500000000003 0.09365500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 6 7 10 8 9 -5 -3 12 -2 14 -14
right_child=1 3 -4 5 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16
leaf_value=0.00054816758442303418 0.00045784924946799441 -2.63017745738199e-05 0.0018762131879854649 -3.8757816157091761e-05 -0.0014095314502152018 0.00054269930402703901 -0.00032972609091026518 -0.00053951628941029171 0.00042888763297320133 0.00048980150579317589 0.00057504116668002068 -0.00025295773687367563 -1.8239691744222663e-05 -0.00043160649154266856 0.00051707693488314832
leaf_weight=69 65 46 48 2807 59 49 52 46 57 49 54 80 133 67 46
leaf_count=69 65 46 48 2807 59 49 52 46 57 49 54 80 133 67 46
internal_value=0 -1.01185e-05 0.000207757 -4.00862e-05 -0.000337841 -1.89277e-05 7.27588e-05 -2.85047e-05 -2.01541e-05 -2.94028e-05 0.000290237 8.39815e-07 6.87576e-05 -3.07235e-05 0.000114754
internal_weight=0 3658 439 3219 211 3008 152 2959 2913 2856 100 391 311 246 179
internal_count=3727 3658 439 3219 211 3008 152 2959 2913 2856 100 391 311 246 179
is_linear=0
shrinkage=0.0995203


Tree=7447
num_leaves=20
num_cat=0
split_feature=30 8 8 8 9 5 23 9 6 6 9 17 8 5 4 3 2 18 1
split_gain=0.00214234 0.00179965 0.00918853 0.00420475 0.0140513 0.00138172 0.00129226 0.00113763 0.00132011 0.00236809 0.00129487 0.000767076 0.00196836 0.000503243 0.000671891 0.00143299 0.00101763 0.000859047 0.000745168
threshold=0.12371500000000002 -0.092299999999999993 -0.091284999999999991 -0.105475 0.083425000000000013 -0.092864999999999989 0.086085000000000023 0.11201500000000002 -0.099455000000000002 -0.10754999999999999 0.093425000000000022 0.021725000000000005 -0.053049999999999993 0.24444000000000005 0.11860000000000002 0.13345500000000002 -0.079284999999999994 0.086285000000000014 -0.085184999999999997
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 13 -5 -6 7 8 9 -4 -10 12 -9 14 16 -16 18 -18 -1
right_child=-2 2 6 4 5 -7 -8 11 10 -11 -12 -13 -14 -15 15 -17 17 -19 -20
leaf_value=-0.0002312369491832498 0.00066076493782414407 -0.0013397852499132657 -0.00011588379643631139 0.0020479007884238128 0.00035914258651677705 -0.00023095470869937676 0.00048868976284539454 -0.00045523676192163757 2.2482961666591607e-05 -0.00086140736847582821 -0.00015352659722232833 0.00046939959687503742 0.00030322656566796193 0.00027319574685846364 0.00052211826949005822 -0.00012880808575168901 -0.00015146573179349027 -0.00071840571763864109 0.00024393420035252739
leaf_weight=60 48 53 300 46 79 77 49 49 1824 50 534 68 108 48 52 91 74 46 71
leaf_count=60 48 53 300 46 79 77 49 49 1824 50 534 68 108 48 52 91 74 46 71
internal_value=0 -8.42277e-06 -4.06958e-05 0.0001424 0.000518774 6.2629e-05 -1.73321e-05 -2.6065e-05 -4.41759e-05 -0.000224726 -1.70295e-05 0.000188271 6.12945e-05 -2.77557e-05 -6.64976e-05 0.000102168 -0.000165851 -0.000375615 2.00495e-05
internal_weight=0 3679 3035 644 202 156 2982 2933 2708 350 2358 225 157 442 394 143 251 120 131
internal_count=3727 3679 3035 644 202 156 2982 2933 2708 350 2358 225 157 442 394 143 251 120 131
is_linear=0
shrinkage=0.0995203


Tree=7448
num_leaves=19
num_cat=0
split_feature=29 6 18 18 17 9 18 17 1 18 18 21 21 3 3 3 9 21
split_gain=0.00109628 0.00209844 0.00118956 0.00307865 0.00166948 0.00363655 0.0043616 0.00320434 0.00192164 0.0015097 0.00107415 0.00106214 0.00145879 0.00110518 0.00392917 0.00252419 0.00198758 0.00156562
threshold=0.084225000000000022 -0.095554999999999987 -0.0079049999999999988 -0.010029999999999999 -0.53015499999999993 0.084675000000000014 -0.10303999999999999 -0.47196999999999995 0.066150000000000028 -0.45171999999999995 -0.0032949999999999998 -0.046224999999999995 -0.082669999999999993 0.097095000000000029 0.095490000000000019 0.098755000000000023 -0.095314999999999997 0.09266000000000002
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 -1 -7 -6 9 -9 -4 12 -12 14 17 -15 -17 -13
right_child=1 -3 10 -5 7 6 -8 8 -10 -11 11 13 -14 15 -16 16 -18 -19
leaf_value=0.00042838166442398082 0.00015155256962584931 -0.00060931864349569832 0.00042212079430341715 -0.00072823092997517137 0.00069089128959962587 -8.6417386819942989e-05 -0.0012119022235099535 -0.00055561032238914522 0.00053627483307844271 -1.2203136741563741e-05 6.3486262986895656e-05 3.800578221423944e-06 0.00074897740415512631 -0.0007525397875211429 0.00093257722543278363 0.00057350434942023229 -5.5201234896936946e-05 0.00038549651381906551
leaf_weight=51 64 78 85 62 68 87 58 53 61 1241 85 784 51 48 54 54 637 124
leaf_count=51 64 78 85 62 68 87 58 53 61 1241 85 784 51 48 54 54 637 124
internal_value=0 -0.000260626 2.10732e-05 -3.9755e-05 -1.2884e-05 -0.000285516 -0.000542257 2.40923e-05 -8.76655e-06 -3.50928e-05 7.47001e-05 5.81789e-05 0.000326565 3.62394e-05 0.000106838 -5.45546e-05 -4.88466e-06 5.6828e-05
internal_weight=0 142 3603 1681 1619 196 145 1423 1355 1294 1922 1837 136 1701 962 739 691 908
internal_count=3745 142 3603 1681 1619 196 145 1423 1355 1294 1922 1837 136 1701 962 739 691 908
is_linear=0
shrinkage=0.0995203


Tree=7449
num_leaves=20
num_cat=0
split_feature=29 21 18 18 20 17 17 17 1 2 5 3 5 5 5 5 5 1 3
split_gain=0.000885403 0.00192433 0.000968964 0.00249578 0.00147713 0.00149332 0.00282258 0.00212895 0.00211256 0.00169466 0.000987992 0.00267803 0.00181439 0.000872507 0.00194504 0.00191121 0.00205774 0.00178506 0.000671445
threshold=0.084225000000000022 0.097380000000000022 -0.0079049999999999988 -0.010029999999999999 0.10252000000000001 -0.53015499999999993 -0.47196999999999995 -0.55286000000000002 0.066150000000000028 -0.13088999999999998 0.23074000000000006 0.10850000000000003 0.13648000000000002 -0.056974999999999998 -0.041054999999999994 -0.06971999999999999 -0.072874999999999981 -0.09225499999999999 0.095630000000000021
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 7 -7 9 -8 -1 12 -12 13 15 -15 16 -4 -16 -17
right_child=1 -3 10 -5 -6 6 8 -9 -10 -11 11 -13 -14 14 17 18 -18 -19 -20
leaf_value=-0.00035290585785936984 -0.0005456020696793702 0.00019020474052655988 3.3396851072006289e-05 -0.00065575724080227729 -0.0005335933482962592 0.00068173032799090708 -1.6338543949441366e-05 -0.00063864289835307924 0.00061907653914575623 0.0004492721302411787 0.00084507762086368703 -0.00016042806737178296 -0.00046068960254507554 0.00064988214225163978 0.00045708332917583812 -0.00065222235576682924 0.00061419252084163485 -5.3895820538276253e-05 -0.00010052479848835024
leaf_weight=53 83 59 1187 62 52 65 1262 82 54 51 55 48 66 77 94 50 64 235 46
leaf_count=53 83 59 1187 62 52 65 1262 82 54 51 55 48 66 77 94 50 64 235 46
internal_value=0 -0.000234115 1.90212e-05 -3.58471e-05 -1.16018e-05 5.19778e-06 4.13638e-05 -0.000258924 9.11268e-06 3.25985e-05 6.74355e-05 0.000368545 4.99353e-05 6.96272e-05 0.000197885 3.03612e-05 6.37642e-05 8.961e-05 -0.000396395
internal_weight=0 142 3603 1681 1619 1567 1381 186 1316 104 1922 103 1819 1753 406 1347 1251 329 96
internal_count=3745 142 3603 1681 1619 1567 1381 186 1316 104 1922 103 1819 1753 406 1347 1251 329 96
is_linear=0
shrinkage=0.0995203


Tree=7450
num_leaves=12
num_cat=0
split_feature=29 21 10 10 5 5 20 4 18 18 5
split_gain=0.000714041 0.00156383 0.00086074 0.000831916 0.000887275 0.000839809 0.00197633 0.00415253 0.000948177 0.00204506 0.000881083
threshold=0.084225000000000022 0.097380000000000022 0.091445000000000026 0.086165000000000019 -0.54382499999999989 -0.46244499999999994 -0.077724999999999989 0.11366000000000002 -0.0079049999999999988 -0.010029999999999999 0.23074000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -6 -8 9 -7 -10
right_child=1 -3 -4 -5 5 8 7 -9 10 -11 -12
leaf_value=0.00035837253575746062 -0.00049130363500845045 0.00017127552624788989 0.00036047191255640486 -0.00032198278756757486 0.00038159835090719352 -6.8953903323654059e-06 -0.0008413629791502212 0.00010160016523586922 5.9918614570858157e-05 -0.0005904961513948316 0.0003866015475292674
leaf_weight=74 83 59 71 73 49 1548 84 100 1454 62 88
leaf_count=74 83 59 71 73 49 1548 84 100 1454 62 88
internal_value=0 -0.000210242 1.70604e-05 9.92537e-06 1.71668e-05 9.46576e-06 -0.000172442 -0.000324434 2.31723e-05 -2.98779e-05 7.90929e-05
internal_weight=0 142 3603 3532 3459 3385 233 184 3152 1610 1542
internal_count=3745 142 3603 3532 3459 3385 233 184 3152 1610 1542
is_linear=0
shrinkage=0.0995203


Tree=7451
num_leaves=16
num_cat=0
split_feature=35 1 6 29 6 1 9 22 2 0 21 5 22 0 6
split_gain=0.000714728 0.00188865 0.000894784 0.00135428 0.00174959 0.00205215 0.00142276 0.00129219 0.00244402 0.00307302 0.00220624 0.00121953 0.000992826 0.00065631 0.000775458
threshold=0.055090000000000007 0.55657000000000012 -0.10198499999999999 0.090185000000000015 -0.095814999999999997 0.056790000000000014 0.089645000000000016 0.079065000000000024 0.13896000000000006 -0.14680499999999999 0.097380000000000022 -0.093384999999999982 0.089225000000000013 -0.14028499999999997 -0.14809499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 11 -7 8 9 -1 -11 -6 -9 -14 -15
right_child=-2 -3 3 -5 5 6 -8 12 -10 10 -12 -13 13 14 -16
leaf_value=-0.0010477698594338787 -0.00038188431131576622 0.00051372423232069417 0.00047953914099908542 -0.00038541696012070036 -0.00024040294570683245 0.00048641114062914192 5.5044184574320871e-05 0.00040781460614431258 0.00042237107205114239 -0.00040298991659546817 0.00026134877769307645 1.1778477777184889e-05 0.00020519218437541973 -0.00049567539505668886 4.5376638277524009e-05
leaf_weight=52 46 73 85 78 206 148 165 62 46 156 71 2401 56 50 50
leaf_count=52 46 73 85 78 206 148 165 62 46 156 71 2401 56 50 50
internal_value=0 1.24892e-05 2.1724e-06 2.31415e-05 3.40188e-05 2.07695e-05 0.000261629 -0.000115377 -0.000241683 -0.000354103 -0.000191595 -7.83439e-06 6.91695e-05 -6.01726e-05 -0.000216963
internal_weight=0 3699 3626 3083 3005 2920 313 543 325 279 227 2607 218 156 100
internal_count=3745 3699 3626 3083 3005 2920 313 543 325 279 227 2607 218 156 100
is_linear=0
shrinkage=0.0995203


Tree=7452
num_leaves=12
num_cat=0
split_feature=8 4 9 4 4 0 21 19 29 22 6
split_gain=0.00124747 0.00163249 0.00109523 0.0068134 0.00423449 0.00228819 0.002226 0.00112428 0.00119012 0.00121082 0.00165114
threshold=-0.49499500000000002 0.12061000000000001 0.11408000000000003 0.14602500000000004 0.12719000000000005 -0.061654999999999995 0.10271500000000001 -0.071824999999999986 0.097705000000000028 0.12975500000000004 -0.097455
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 -4 -2 9 10 -9
right_child=2 -3 4 -5 -6 -7 -8 8 -10 -11 -12
leaf_value=6.9035418789734437e-05 0.00039736212496835718 -0.00071327138251173563 0.00060707521141567088 0.001069938950538194 -0.0010572844103803204 -0.00046521426320613075 -0.00026808073501072055 -0.00017960697862618612 -0.00046431313038271829 0.00046686669197934001 1.4509303292310411e-05
leaf_weight=46 66 57 73 59 47 67 46 518 58 52 2648
leaf_count=46 66 57 73 59 47 67 46 518 58 52 2648
internal_value=0 -0.000355944 -4.39595e-06 9.67425e-06 -0.000213286 0 0.0002619 -8.79884e-06 -1.72315e-05 -8.91903e-06 -1.69922e-05
internal_weight=0 103 3634 3401 233 186 119 3342 3276 3218 3166
internal_count=3737 103 3634 3401 233 186 119 3342 3276 3218 3166
is_linear=0
shrinkage=0.0995203


Tree=7453
num_leaves=12
num_cat=0
split_feature=8 4 18 9 4 3 5 1 26 26 17
split_gain=0.00100641 0.00132899 0.000926063 0.00139503 0.00580756 0.00562209 0.00144029 0.00118087 0.000987176 0.00145853 0.00063777
threshold=-0.49499500000000002 0.12061000000000001 0.19545000000000004 0.11408000000000003 0.14602500000000004 0.12651000000000004 -0.06515 -0.047889999999999995 0.26711000000000013 0.12086000000000002 0.056905000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 -5 -4 9 10 -2
right_child=2 -3 7 5 -6 -7 -8 -9 -10 -11 -12
leaf_value=6.21650390153852e-05 -4.049752942523886e-05 -0.00064228644582016675 -4.7949432844761157e-05 0.00035284156042787268 0.00099855008158120659 -0.001068690014315645 -0.00024820638797824903 0.00057033506665197717 -0.0003846287884398326 0.00048770591205061901 6.6636770576794705e-05
leaf_weight=46 2403 57 56 80 57 61 77 62 70 58 710
leaf_count=46 2403 57 56 80 57 61 77 62 70 58 710
internal_value=0 -0.000319729 -3.93604e-06 -1.33615e-05 2.50967e-06 -0.000257223 5.28459e-05 0.000269975 -1.47553e-05 -6.33215e-06 -1.57998e-05
internal_weight=0 103 3634 3516 3298 218 157 118 3241 3171 3113
internal_count=3737 103 3634 3516 3298 218 157 118 3241 3171 3113
is_linear=0
shrinkage=0.0995203


Tree=7454
num_leaves=24
num_cat=0
split_feature=6 18 3 6 3 9 18 5 4 9 9 9 0 18 1 9 7 1 18 3 10 0 0
split_gain=0.0010196 0.00314293 0.00399054 0.00268514 0.00195433 0.00372361 0.00109574 0.00153635 0.00168562 0.00130886 0.00521158 0.0034773 0.00237577 0.00163401 0.00142047 0.0010962 0.00449034 0.00350952 0.00170294 0.00316432 0.00128634 0.000957881 0.00161147
threshold=0.11596500000000003 -0.067359999999999989 0.096510000000000026 0.10681500000000003 0.14530500000000005 0.094435000000000033 0.089505000000000015 -0.088604999999999989 0.087270000000000028 0.091750000000000012 0.095415000000000014 0.097365000000000021 -0.081195000000000003 0.10665500000000003 -0.17548999999999998 0.11408000000000003 0.093110000000000012 0.021350000000000004 0.014860000000000003 0.086605000000000029 0.09056500000000002 -0.094389999999999988 -0.087504999999999986
decision_type=2 2 2 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 15 8 21 12 -11 -12 13 -9 -14 16 18 -17 20 -20 -1 -8 -23
right_child=1 4 -4 -5 -6 -7 7 9 -10 10 11 -13 14 -15 -16 17 -18 -19 19 -21 -22 22 -24
leaf_value=-3.0268505972244034e-05 -3.9767215490449419e-05 0.00035300905823664532 0.0012105709837123601 -0.00055986419361256162 0.00045696343899618777 -0.00075749572107334715 -0.00058280142221219227 0.00066178498070580954 0.00037062022336409095 0.00099473397424820753 -0.00068375287630227557 0.00038024657043202236 1.283273767412125e-05 1.8729517679456809e-06 -0.0006951114342407704 0.00028304418614686093 0.00093668510527517815 -0.0007666970634845929 1.519678025825929e-05 -0.00073486410857299283 0.00047462636750876232 0.00034902708087108285 -0.0004175722801463162
leaf_weight=2225 46 50 53 91 47 72 62 69 53 84 48 83 59 86 50 53 47 75 126 97 51 47 63
leaf_count=2225 46 50 53 91 47 72 62 69 53 84 48 83 59 86 50 53 47 75 126 97 51 47 63
internal_value=0 0.000175071 0.000621337 -2.62116e-05 -8.15071e-05 -0.000295661 -1.15932e-05 9.85333e-05 -0.000113667 0.000199919 0.000382781 -3.36688e-06 4.78955e-05 0.000300922 -0.000304402 -4.0893e-05 -2.62557e-05 -0.000325643 -4.46938e-05 -0.000307392 -1.85953e-05 -0.000267654 -8.25832e-05
internal_weight=0 268 99 3469 169 122 3378 704 225 479 215 131 264 155 109 2674 2546 128 2499 223 2276 172 110
internal_count=3737 268 99 3469 169 122 3378 704 225 479 215 131 264 155 109 2674 2546 128 2499 223 2276 172 110
is_linear=0
shrinkage=0.0995203


Tree=7455
num_leaves=15
num_cat=0
split_feature=8 4 18 18 6 18 21 19 8 29 9 0 0 5
split_gain=0.000830545 0.00111209 0.000733109 0.00169947 0.00158187 0.00282597 0.00121156 0.00124972 0.00124332 0.00085885 0.00112336 0.00142645 0.00246769 0.000365815
threshold=-0.49499500000000002 0.12061000000000001 -0.070914999999999992 -0.064960000000000004 0.11413500000000003 -0.079189999999999997 0.13118000000000005 -0.071824999999999986 -0.086154999999999995 0.097705000000000028 -0.096659999999999982 0.12433000000000002 0.056590000000000008 0.15627500000000003
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 -2 -9 10 -5 12 -12 -13
right_child=2 -3 3 9 -6 -7 -8 8 -10 -11 11 13 -14 -15
leaf_value=5.9012172732574043e-05 0.00041287992348859305 -0.00058428835063695575 0.0005505478835974093 0.00039170261720090162 0.00033916906138406754 -0.00085292204522004222 -0.00054117554276842967 0.00021760306857616617 -0.00012181904194696414 -0.00040663898394335265 9.4056330965270095e-06 0.00016975926143590923 -0.00070446053441410071 0.0006001637010303551
leaf_weight=46 56 57 60 79 85 48 51 124 724 47 2219 46 49 46
leaf_count=46 56 57 60 79 85 48 51 124 724 47 2219 46 49 46
internal_value=0 -0.000289041 -2.17252e-06 2.68152e-05 -7.07584e-05 -0.000106314 -6.79312e-05 -4.0327e-05 -7.12212e-05 1.38456e-05 2.2284e-05 9.57103e-06 -5.65647e-06 0.00039386
internal_weight=0 103 3634 2546 1088 1003 955 904 848 2486 2439 2360 2268 92
internal_count=3737 103 3634 2546 1088 1003 955 904 848 2486 2439 2360 2268 92
is_linear=0
shrinkage=0.0995203


Tree=7456
num_leaves=22
num_cat=0
split_feature=21 1 21 21 21 9 8 8 3 3 3 18 9 17 20 3 3 6 22 17 17
split_gain=0.0036599 0.00462476 0.00107262 0.002982 0.00182973 0.00205052 0.0045163 0.00200919 0.00134492 0.00334933 0.00281769 0.00173269 0.00252147 0.00165716 0.0010731 0.00255881 0.00189978 0.00121216 0.00121266 0.00105076 0.00238357
threshold=0.13765500000000006 -0.047889999999999995 0.094640000000000016 0.09296500000000002 0.10403500000000003 0.092150000000000024 -0.078844999999999985 -0.028454999999999998 0.10726500000000001 0.10583000000000002 0.11089500000000001 0.087065000000000017 0.11296000000000002 0.0021900000000000005 -0.077044999999999988 0.12131500000000002 0.10871500000000002 -0.074054999999999996 0.097330000000000014 0.51775000000000015 0.28919000000000006
decision_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 8 5 6 -4 -7 9 19 -10 12 -12 -13 16 17 -6 18 -16 20 -1
right_child=1 -3 4 -5 14 7 -8 -9 10 -11 11 13 -14 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=1.5586719821529933e-05 -0.00022865961508028264 0.00095861690403299541 -8.1177761690795071e-05 0.00075205388398223889 -0.00013973340301817736 -0.00039700514056502866 -0.0012884537832187732 0.00048010253752662574 0.00067999505123854246 -0.00075459511767613386 6.1829947635934926e-05 0.00082723009957961298 -0.00067953500454134299 0 -0.00033071433602848641 -0.00062293223643866973 0.00053228472929321572 0.00046741699883455691 0.00028139976962474397 0.00041316108761301368 -0.00038639901802197985
leaf_weight=2077 50 88 73 55 78 59 55 46 85 60 312 50 53 47 81 72 86 55 52 59 157
leaf_count=2077 50 88 73 55 78 59 55 46 85 60 312 50 53 47 81 72 86 55 52 59 157
internal_value=0 0.000522512 6.99599e-08 2.58682e-05 -0.000114717 -0.000338833 -0.000606325 -4.95196e-06 1.18134e-05 -2.05574e-05 0.000152558 5.37465e-05 -4.35776e-05 0.000428405 6.51039e-06 -0.000117229 0.000207675 7.20898e-05 -8.52364e-05 -9.9314e-07 -1.22974e-05
internal_weight=0 138 3612 2955 657 233 128 105 2900 2353 547 462 365 97 424 260 164 188 133 2293 2234
internal_count=3750 138 3612 2955 657 233 128 105 2900 2353 547 462 365 97 424 260 164 188 133 2293 2234
is_linear=0
shrinkage=0.0995203


Tree=7457
num_leaves=17
num_cat=0
split_feature=21 18 3 18 5 1 3 8 21 3 18 8 9 18 20 0
split_gain=0.00305954 0.0010575 0.0017019 0.00123609 0.00183732 0.00326961 0.00371259 0.00112526 0.00369677 0.00153849 0.0022206 0.0011135 0.00174393 0.00106032 0.00080961 0.00020775
threshold=0.15159000000000003 0.14994000000000005 0.10556500000000002 0.092750000000000013 -0.068984999999999991 -0.077634999999999996 0.099145000000000025 -0.062834999999999988 0.09185500000000002 0.087385000000000032 0.11417000000000002 -0.51030999999999993 -0.25326499999999996 0.091085000000000013 0.10252000000000001 -0.086855000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 11 7 -6 -7 9 -9 -5 -11 -1 -13 14 -14 -3
right_child=-2 2 -4 4 5 6 -8 8 -10 10 -12 12 13 -15 -16 -17
leaf_value=0.00046071637450208447 0.00060092142252669498 0.00016364262235529894 0.00074478485184402508 -0.00060205585267225235 -0.00045908300451059328 0.0011084769039625385 -9.7784672766183553e-05 -0.0011896829042279799 4.2449784619194777e-05 0.00022200578231581881 -0.00048840531077031706 -0.00053643037283760417 2.2578600774882814e-05 0.00048347115173773898 -0.00023914912061975905 -0.00012875774842108548
leaf_weight=55 87 49 49 61 58 48 51 48 46 124 67 57 2734 48 122 46
leaf_count=55 87 49 49 61 58 48 51 48 46 124 67 57 2734 48 122 46
internal_value=0 3.4987e-06 0.000267987 -7.09172e-06 -0.000151685 0.000127107 0.000478801 -0.000280555 -0.000578016 -0.000166349 -2.29101e-05 1.67517e-05 8.22869e-06 1.92012e-05 1.11117e-05 1.34422e-05
internal_weight=0 3663 144 3519 503 157 99 346 94 252 191 3016 2961 2904 2856 95
internal_count=3750 3663 144 3519 503 157 99 346 94 252 191 3016 2961 2904 2856 95
is_linear=0
shrinkage=0.0995203


Tree=7458
num_leaves=10
num_cat=0
split_feature=21 5 9 9 3 9 0 21 8
split_gain=0.0025548 0.00405085 0.000877629 0.00173334 0.00342667 0.00171118 0.0012874 0.00113757 0.00109421
threshold=0.13765500000000006 0.23074000000000006 0.11891000000000003 0.11408000000000003 0.17152000000000003 0.10892000000000003 -0.074819999999999984 0.13042000000000004 -0.51030999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -4 8 -1
right_child=1 -3 6 -5 -6 -7 -8 -9 -10
leaf_value=0.00038495322008670065 0 0.0010886074610894768 -2.0824246759604428e-05 -0.00051140184169172584 0.00066957069332315429 -0.0005375184854731162 0.00057356510926665936 0.00048583676246466081 -2.1091617751314571e-05
leaf_weight=67 82 56 77 67 74 61 64 46 3156
leaf_count=67 82 56 77 67 74 61 64 46 3156
internal_value=0 0.000436081 -1.58736e-09 -1.01154e-05 -8.19207e-09 -1.51336e-05 0.000243164 -5.13536e-06 -1.23967e-05
internal_weight=0 138 3612 3471 3404 3330 141 3269 3223
internal_count=3750 138 3612 3471 3404 3330 141 3269 3223
is_linear=0
shrinkage=0.0995203


Tree=7459
num_leaves=20
num_cat=0
split_feature=21 4 21 21 26 4 21 26 26 8 9 9 9 5 21 6 5 17 9
split_gain=0.00206565 0.00360615 0.000889467 0.00237881 0.00148346 0.00272014 0.00140968 0.00282329 0.00447162 0.00249325 0.00131101 0.00151769 0.00122272 0.000962448 0.00303843 0.00196534 0.000798386 0.00192951 0.000352889
threshold=0.13765500000000006 0.11394500000000003 0.094640000000000016 0.09296500000000002 -0.2382 0.15028500000000003 0.10403500000000003 -0.031674999999999995 0.091195000000000012 -0.08237499999999999 0.11351500000000002 0.14805500000000002 0.092855000000000021 -0.080119999999999983 0.10817500000000002 -0.11533 -0.002715 -0.46159 0.097035000000000024
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 -1 10 7 -4 9 -9 12 -12 -6 15 -15 -8 -16 -18 -10
right_child=1 -3 6 -5 5 -7 13 8 18 -11 11 -13 -14 14 16 -17 17 -19 -20
leaf_value=0.0005272515886978387 0.0008737348291862658 -0.00013618267338681933 0.00036018938030992425 0.00067170190601906828 3.0835047614775145e-05 -0.0007343802799585407 0.00012829028035090797 -0.00042959195363823771 0.0002030694013819416 -0.0014985126424035336 0.00058701658218290051 -0.00011581985083937389 -0.00014245128525958961 0.00079232279691339891 0.00029104410363164305 -0.00065523771013082743 0.00012184575786420543 -0.00051188373768971257 -0.00018639617369961526
leaf_weight=54 73 65 49 55 2175 49 67 46 46 46 81 46 495 52 54 58 112 81 46
leaf_count=54 73 65 49 55 2175 49 67 46 46 46 81 46 495 52 54 58 112 81 46
internal_value=0 0.000392117 0 2.30809e-05 1.04972e-05 4.04627e-07 -0.000104941 -0.000301616 -0.000482307 -0.000972951 1.35698e-05 0.000326 -9.84471e-07 1.20662e-06 0.000100067 -0.000228718 -4.23572e-05 -0.000139882 0
internal_weight=0 138 3612 2955 2900 2846 657 233 184 92 2797 127 2670 424 299 125 247 193 92
internal_count=3750 138 3612 2955 2900 2846 657 233 184 92 2797 127 2670 424 299 125 247 193 92
is_linear=0
shrinkage=0.0995203


Tree=7460
num_leaves=35
num_cat=0
split_feature=9 9 4 5 5 5 9 17 9 2 3 9 5 9 5 18 3 3 2 1 1 21 21 3 17 1 1 3 4 4 2 4 9 9
split_gain=0.000894649 0.010416 0.00121397 0.00116109 0.00308608 0.00242329 0.00225181 0.00158463 0.0024966 0.00426352 0.00112534 0.00210436 0.0024426 0.0051261 0.00326648 0.00186089 0.00569693 0.00600958 0.00265949 0.00105644 0.00232286 0.00100653 0.00234092 0.00363285 0.00462924 0.00368751 0.00213595 0.00327166 0.00431385 0.0012535 0.00321332 0.00149931 0.000898077 0.000852598
threshold=0.085945000000000021 0.085495000000000029 0.13491500000000003 -0.082179999999999989 -0.088935 -0.074569999999999984 0.087765000000000024 0.3137100000000001 0.11351500000000002 -0.083589999999999984 0.091225000000000014 0.08938500000000002 -0.040404999999999996 0.097365000000000021 -0.026719999999999997 -0.087989999999999985 0.089655000000000026 0.08895500000000002 -0.084385000000000002 0.51334500000000016 0.27552000000000004 0.087705000000000019 0.090285000000000018 0.10850000000000003 -0.05543 0.0049450000000000015 -0.00080499999999999994 0.10525500000000003 0.081905000000000019 0.09939000000000002 0.097285000000000024 0.11061500000000002 -0.073629999999999987 0.087885000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 6 -5 -2 8 9 -8 15 -12 13 -13 -14 18 17 -17 33 20 -4 26 -23 24 -24 -25 29 28 -28 30 -1 -31 -29 -7
right_child=3 -3 19 5 -6 10 7 -9 -10 -11 11 12 14 -15 -16 16 -18 -19 -20 -21 -22 22 23 25 -26 -27 27 32 -30 31 -32 -33 -34 -35
leaf_value=-7.688008498774233e-06 -0.00044574229985322662 -0.001200565699305623 0 -0.00054527883252772152 0.00071860679674597139 0.00041424294711168199 -9.2664332194436868e-05 -0.00025939140095343943 -0.00021776386556865459 0.00072458254321660016 -0.00062049612783625179 -0.0007954532382202094 0.00087104106249697442 0.00023975126376101497 8.4666616599277955e-06 0.00026049502976442451 0.00099591403144458444 -0.00094975342452930094 -0.00079649786820272387 8.7095128907541046e-05 -0.00090526149192875368 -0.00072726346365891803 0.00087850799339668885 -0.0010762524920420664 -0.00013350251663103173 -1.6201767710048503e-05 0.00012275165595578453 -0.00037097987148781715 0.0013617929939545995 0.00056686918374879278 -0.00080084806598736244 -0.00013999263805247842 0.0001733564740274092 -0.00016042197932119231
leaf_weight=660 77 78 57 84 79 49 105 79 89 153 62 106 47 84 610 216 79 50 46 50 56 56 73 52 113 91 62 48 53 72 55 48 79 51
leaf_count=660 77 78 57 84 79 49 105 79 89 153 62 106 47 84 610 216 79 50 46 50 56 56 73 52 113 91 62 48 53 72 55 48 79 51
internal_value=0 -7.69653e-05 -2.25287e-05 2.02492e-05 0.000139605 -2.60088e-05 4.70413e-05 0.000138034 0.000230874 0.000388809 4.56273e-06 -6.04058e-05 -1.84409e-05 -0.000333475 7.1419e-05 0.000126508 0.000253497 2.9927e-05 -0.000167963 -0.000280246 -0.000450031 5.64467e-06 -0.00013184 -2.80025e-05 0.000259283 -0.0004074 5.55519e-05 0.000316084 0.000700907 -1.89754e-05 -6.98453e-05 0.000277303 -2.59311e-05 0.000112978
internal_weight=0 1703 1625 2066 582 1484 503 426 347 258 1400 909 847 190 657 491 345 266 146 163 113 1462 385 329 186 143 1077 242 115 835 715 120 127 100
internal_count=3769 1703 1625 2066 582 1484 503 426 347 258 1400 909 847 190 657 491 345 266 146 163 113 1462 385 329 186 143 1077 242 115 835 715 120 127 100
is_linear=0
shrinkage=0.0995203


Tree=7461
num_leaves=22
num_cat=0
split_feature=6 6 3 3 1 9 6 2 1 0 3 0 1 0 6 21 27 26 9 21 9
split_gain=0.000932686 0.0146009 0.00150707 0.00225541 0.00449414 0.00588811 0.0140616 0.00453257 0.00416232 0.00384234 0.00309983 0.00147549 0.00465196 0.00392913 0.00105521 0.000816126 0.000635809 0.00102126 0.00283501 0.00366665 0.00111527
threshold=0.088315000000000018 0.088915000000000022 0.084380000000000024 0.092300000000000021 -0.083284999999999984 0.08938500000000002 0.091615000000000016 -0.082830000000000001 -0.07825 -0.08076499999999999 0.093615000000000018 -0.077174999999999994 -0.047239999999999997 -0.074094999999999994 0.08785500000000003 0.14680000000000004 -0.01137 -0.23202999999999999 0.11408000000000003 0.10254500000000003 0.10864500000000002
decision_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 -3 4 7 8 -7 9 -6 -4 -5 12 -12 -13 15 16 -1 -18 20 -20 -19
right_child=1 2 3 10 5 6 -8 -9 -10 -11 11 13 -14 -15 -16 -17 17 18 19 -21 -22
leaf_value=-0.00026902715001758014 -0.0015701565256061546 -0.00054335293515170627 0.00062716658803230283 -0.00072661236668676295 0.00057001891628530776 -4.4715093386848271e-05 0.0022470975419083671 -0.00089790087030036138 -0.00057056362537456112 -0.00042054031501435044 -0.00089632893565739667 0.00088081885996843285 0.00032201990226307788 -6.7503857563720171e-05 0.00047116012101779418 -0.00037216505295867215 -0.00038415032022014764 1.4519904713638671e-05 0.0010377625133506855 -0.00010452661032089377 -0.00046504414971147083
leaf_weight=79 63 49 76 72 67 55 50 58 60 63 64 53 59 230 48 57 61 2346 61 49 49
leaf_count=79 63 49 76 72 67 55 50 58 60 63 64 53 59 230 48 57 61 2346 61 49 49
internal_value=0 -0.000102629 -5.0634e-06 2.31148e-05 0.00018953 0.000487217 0.00103883 -0.000156892 2.47151e-05 0.000146417 -0.000124528 -1.57382e-05 -0.000305262 0.000107205 8.62484e-06 1.05103e-07 8.43707e-06 1.72985e-05 2.74011e-05 0.000521483 4.36655e-06
internal_weight=0 1019 956 907 429 232 105 197 127 139 478 406 123 283 2750 2702 2645 2566 2505 110 2395
internal_count=3769 1019 956 907 429 232 105 197 127 139 478 406 123 283 2750 2702 2645 2566 2505 110 2395
is_linear=0
shrinkage=0.0995203


Tree=7462
num_leaves=19
num_cat=0
split_feature=12 17 17 17 0 0 0 0 17 25 0 26 2 20 0 0 3 3
split_gain=0.000832032 0.000960094 0.0124266 0.00281623 0.00167845 0.00373874 0.00299272 0.00250585 0.00262811 0.00138505 0.00137931 0.00130256 0.000845692 0.00170792 0.000792714 0.00322263 0.0021693 0.000581373
threshold=0.10025500000000002 -0.011809999999999999 -0.0094900000000000002 -0.016209999999999999 -0.071029999999999996 -0.066264999999999991 -0.073464999999999989 -0.057604999999999996 0.12439000000000001 1.0000000180025095e-35 -0.076439999999999994 -0.22491999999999998 0.097285000000000024 -0.058504999999999995 0.11291000000000002 -0.0083449999999999983 0.10669500000000003 0.10792500000000002
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 11 6 -6 9 -7 -9 10 -4 -1 14 -14 15 -13 -16 -15
right_child=-2 2 4 -5 5 7 -8 8 -10 -11 -12 12 13 17 16 -17 -18 -19
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leaf_weight=89 46 59 1357 76 46 59 58 157 48 50 70 1307 60 57 64 57 59 50
leaf_count=89 46 59 1357 76 46 59 58 157 48 50 70 1307 60 57 64 57 59 50
internal_value=0 -2.46363e-05 -7.41484e-05 2.67393e-05 -2.82305e-05 -0.000239601 1.39234e-05 -9.19342e-05 -0.000259016 -1.30693e-05 -3.16488e-05 4.11536e-07 2.08371e-05 -0.000190577 4.51309e-05 6.73981e-05 -0.000195144 -0.000431568
internal_weight=0 3723 1904 1819 1845 310 1535 264 205 1477 1427 1743 1654 167 1487 1364 123 107
internal_count=3769 3723 1904 1819 1845 310 1535 264 205 1477 1427 1743 1654 167 1487 1364 123 107
is_linear=0
shrinkage=0.0995203


Tree=7463
num_leaves=30
num_cat=0
split_feature=9 9 4 6 1 6 1 6 9 1 0 21 4 20 21 8 5 5 9 9 26 5 2 9 8 5 1 1 2
split_gain=0.000789681 0.0152676 0.00105141 0.00142358 0.00175078 0.00128553 0.0010676 0.00379309 0.00457121 0.00160186 0.00282023 0.00240379 0.00120683 0.000979866 0.00170491 0.00218687 0.000829493 0.00246767 0.00182538 0.002073 0.00403364 0.00158841 0.000944388 0.00166239 0.00549386 0.00325811 0.00145074 0.00572306 0.00349692
threshold=0.085665000000000033 0.085405000000000023 0.13491500000000003 -0.25061999999999995 0.51334500000000016 0.10384500000000003 -0.08616 0.085570000000000021 0.084345000000000017 -0.01538 -0.085794999999999996 0.085470000000000018 0.085065000000000016 -0.097019999999999995 -0.042694999999999997 0.093085000000000015 -0.082179999999999989 -0.088935 0.087765000000000024 0.11351500000000002 0.10725000000000003 -0.074569999999999984 -0.079149999999999984 0.097365000000000021 -0.072559999999999999 -0.040404999999999996 -0.083284999999999984 -0.079434999999999992 -0.082830000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 12 -9 10 -8 -11 -1 14 -2 -16 17 18 -15 20 -20 -18 26 25 -25 -24 28 -28 -23
right_child=13 -3 3 -5 -6 -7 9 8 -10 11 -12 -13 -14 16 15 -17 21 -19 19 -21 -22 22 23 24 -26 -27 27 -29 -30
leaf_value=-0.00025821533895527764 0.00017914772640303115 -0.0016841929954186142 -0.0009444337978956912 8.5721539996171843e-05 -6.9689284032656298e-05 -0.00043137443794799394 0 0.0012347410420027846 0 0.0002521310548403702 -0.00066560853804090224 -0.00011717725710348472 0.00015781902556105391 -0.00037117887260181768 -0.00095590010494490236 0 -0.00042542061404571312 0.0006662915629356078 0.00010971012634469169 -0.00028354558589670264 0.0011126566574514085 0.00010204205620969564 -0.00075033532369019008 0.0010712616602789465 -0.00010793915192697146 -1.3444642340875492e-05 0.0012031308498582458 8.4905035224556075e-05 -0.0006735830477924762
leaf_weight=125 62 56 46 68 49 61 191 62 58 337 94 359 153 80 48 46 81 78 246 83 48 301 86 48 208 200 52 372 71
leaf_count=125 62 56 46 68 49 61 191 62 58 337 94 359 153 80 48 46 81 78 246 83 48 301 86 48 208 200 52 372 71
internal_value=0 -6.88149e-05 -1.18718e-05 -0.000251716 -0.000501867 1.47088e-05 3.50349e-05 0.000172728 0.000640636 -1.99939e-05 -0.000219353 6.04639e-05 -2.63021e-05 2.27845e-05 -0.000216385 -0.000485977 4.22978e-05 0.000147922 5.76565e-05 0.000150827 0.000276241 1.89774e-06 2.83786e-05 -7.20796e-05 0.000109963 -0.00023789 9.78095e-05 0.000223977 -4.37934e-05
internal_weight=0 1659 1603 163 95 1440 1379 398 120 981 285 696 278 2110 156 94 1954 535 457 377 294 1419 1338 542 256 286 796 424 372
internal_count=3769 1659 1603 163 95 1440 1379 398 120 981 285 696 278 2110 156 94 1954 535 457 377 294 1419 1338 542 256 286 796 424 372
is_linear=0
shrinkage=0.0995203


Tree=7464
num_leaves=18
num_cat=0
split_feature=17 17 18 0 26 18 6 6 17 18 2 4 4 20 2 17 1
split_gain=0.00228046 0.00771151 0.00500185 0.00918565 0.0307008 0.00600709 0.0035069 0.0121017 0.00218827 0.00212317 0.00182769 0.00161158 0.00221199 0.00129556 0.00196053 0.00111721 0.000812296
threshold=-0.011809999999999999 -0.0096999999999999986 -0.077844999999999998 -0.082224999999999993 0.085155000000000022 -0.069565000000000002 0.088845000000000021 0.089810000000000015 0.0065250000000000013 -0.017129999999999996 0.42136500000000005 0.11805500000000003 0.10876500000000001 -0.11284499999999999 0.10003000000000002 -0.016209999999999999 0.081675000000000011
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 -3 -4 9 -8 -9 -7 -11 12 13 -1 15 16 -15
right_child=1 2 5 -5 -6 6 7 8 -10 10 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.00035159253220016557 -0.0013395249002810491 1.3487665231840938e-05 0.00098723113114317562 0.00026004867842535829 -0.0031322884499588688 0.00060201305987627168 -0.001798218803935842 -0.00057963200821576993 1.3156830365563411e-05 2.3619982872638687e-05 -0.00055464987410663044 -0.00038768799003512496 0.00063274671673702011 2.5103118694539389e-05 0.00052998591854075752 0.00044657482722018242 -0.00039508095216565374
leaf_weight=81 50 91 56 88 46 60 48 78 283 1066 57 84 64 1392 82 61 47
leaf_count=81 50 91 56 88 46 60 48 78 283 1066 57 84 64 1392 82 61 47
internal_value=0 -0.000118641 -8.56117e-05 -0.00052594 -0.00103678 -2.49974e-05 -6.11176e-05 -0.000312476 -0.000112657 2.50927e-05 -5.00226e-06 3.67342e-05 5.78518e-05 3.52349e-05 5.55583e-05 2.90772e-05 1.08103e-05
internal_weight=0 1923 1873 225 137 1648 1592 409 361 1183 1123 1811 1727 1663 1582 1500 1439
internal_count=3734 1923 1873 225 137 1648 1592 409 361 1183 1123 1811 1727 1663 1582 1500 1439
is_linear=0
shrinkage=0.0995203


Tree=7465
num_leaves=26
num_cat=0
split_feature=5 5 0 0 9 4 18 17 8 5 9 9 9 9 9 5 1 0 9 9 26 5 0 8 0
split_gain=0.00335527 0.0114513 0.00355311 0.0347135 0.0046977 0.0043225 0.00182713 0.00179018 0.00141383 0.00158296 0.00129855 0.00317368 0.00290483 0.00285408 0.00361927 0.00262897 0.00248884 0.0021831 0.00158418 0.00144436 0.00160563 0.00115254 0.00186161 0.00577267 0.00173841
threshold=-0.010764999999999999 -0.011964999999999998 -0.084084999999999993 -0.083275000000000002 0.11408000000000003 0.14123000000000005 -0.053034999999999992 0.51362000000000008 -0.26194999999999996 -0.40939500000000001 0.09550500000000002 0.096830000000000013 0.092605000000000021 0.08951000000000002 0.08846500000000003 0.27139000000000008 -0.085739999999999997 -0.073664999999999994 0.098720000000000016 0.10312000000000003 0.11326500000000002 -0.014374999999999999 -0.086414999999999992 -0.085089999999999985 -0.088174999999999989
decision_type=2 2 2 2 2 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 -5 10 9 -1 12 -12 13 14 15 -2 -15 -14 -13 -20 -21 22 24 -24 -10
right_child=7 -3 3 4 -6 -7 -8 -9 21 -11 11 18 17 16 -16 -17 -18 -19 19 20 -22 -23 23 -25 -26
leaf_value=2.3418379072269087e-05 -4.9557524910419465e-06 -0.0016584165838751067 -0.0028484441798859793 -0.00049673027562604599 -0.00080983976569244252 0.00093771471630911519 5.9216152465592542e-06 0.00065037941089774961 2.83884746103362e-05 -0.00074302823738214092 -0.00077895574550978835 0.00048172989193612372 0.0009953677583953947 0.00013584176486919398 0.00089950712869911096 0.00049941277030477002 -0.00071253029666808285 0.00014195745473402971 -0.00048924741864071807 0.00034368434417706432 -0.00030353907332078176 0.00047274862490107175 -0.00078340081086936695 0.00035278723484482324 0.00046232998639502489
leaf_weight=53 794 47 48 83 78 46 501 51 869 50 60 58 59 55 54 117 85 65 67 88 66 59 99 79 103
leaf_count=53 794 47 48 83 78 46 501 51 869 50 60 58 59 55 54 117 85 65 67 88 66 59 99 79 103
internal_value=0 -0.000121392 -8.60634e-05 -0.000257963 -8.11806e-05 7.73494e-06 -6.41152e-05 6.87898e-05 1.23645e-05 -0.000340695 4.93512e-05 -0.000122024 9.72883e-05 4.52272e-05 0.000106808 5.89219e-05 -0.000373394 0.000554618 1.63182e-05 -0.000102122 6.09871e-05 4.31204e-05 2.03667e-05 -0.000274539 7.52142e-05
internal_weight=0 2115 2068 756 708 630 584 1619 1312 103 1568 339 1229 1105 965 911 140 124 279 221 154 1209 1150 178 972
internal_count=3734 2115 2068 756 708 630 584 1619 1312 103 1568 339 1229 1105 965 911 140 124 279 221 154 1209 1150 178 972
is_linear=0
shrinkage=0.0995203


Tree=7466
num_leaves=34
num_cat=0
split_feature=17 17 3 3 3 0 3 0 3 0 9 0 17 3 9 2 3 26 3 3 0 2 0 1 0 0 1 3 3 17 20 9 6
split_gain=0.00169352 0.00601529 0.00308871 0.00935652 0.0156458 0.0216017 0.00421531 0.00436653 0.00290234 0.00238412 0.00373683 0.0101364 0.00239469 0.00211215 0.00206609 0.00346452 0.00388632 0.00190046 0.00126292 0.00263344 0.00112314 0.0024536 0.00268125 0.00213007 0.00212892 0.00158336 0.00127406 0.00185067 0.00311098 0.00112653 0.000813161 0.00107533 0.000668823
threshold=-0.011809999999999999 -0.0096999999999999986 0.092510000000000023 0.08785500000000003 0.088845000000000021 -0.084474999999999995 0.09049500000000002 -0.082885 0.087325000000000028 -0.071029999999999996 0.11408000000000003 -0.073464999999999989 0.51362000000000008 0.086775000000000033 -0.063329999999999984 -0.041009999999999998 0.11769000000000002 0.08709500000000002 0.11769000000000002 0.12212000000000002 -0.086944999999999995 0.096520000000000022 -0.085605000000000001 -0.50763499999999995 -0.084369999999999987 -0.088174999999999989 -0.01504 0.086605000000000029 0.08895500000000002 -0.083000000000000004 -0.00059999999999999995 0.10153500000000003 0.082725000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 -2 3 8 5 -5 -6 -8 13 10 11 12 -4 17 -11 16 -16 -3 20 -20 25 22 -22 -24 -25 26 29 -28 -29 32 31 -21 -1
right_child=1 2 9 4 6 -7 7 -9 -10 14 -12 -13 -14 -15 15 -17 -18 -19 19 30 21 -23 23 24 -26 -27 27 28 -30 -31 -32 -33 -34
leaf_value=-0.00023849298817833455 -0.0011782433507943925 -0.00013201383734259611 1.3344688418040672e-05 -0.00020021140661736375 0.00036741738452129836 -0.0032703903686758526 -2.4056300617171315e-05 -0.0012965400194618387 0.00068360850231317775 0.00029926528227284556 -0.00067667956923876866 0.001519658736889847 0.00058682260754378468 -0.00068909030683766916 -0.00053096554424021615 -0.0010637666948857859 0.00054363571453290094 0.00029300690830138696 -0.00078110582145796907 0.00035776097120935409 0.0007336909704953559 0.00066808337328323308 -0.00050759300410068515 -0.00043322772157218943 0.00013020560375935218 -0.00060442375153579484 0.00058932672790140423 -0.00061921686880126684 0.00025805709696856752 -0.00055293559008147951 -0.00029131631284492847 -0.0002341195677522709 0.00020212806893133442
leaf_weight=72 50 309 576 46 83 46 65 47 59 57 52 53 83 47 86 53 54 157 55 84 59 77 65 72 791 47 69 58 129 59 64 46 64
leaf_count=72 50 309 576 46 83 46 65 47 59 57 52 53 83 47 86 53 54 157 55 84 59 77 65 72 791 47 69 58 129 59 64 46 64
internal_value=0 -9.99009e-05 -7.06773e-05 -0.000209703 -0.000673486 -0.0017442 -0.00016413 -0.000565354 2.15679e-05 4.62898e-05 0.000134249 0.000194624 8.68156e-05 -5.29775e-05 -0.000219238 -0.000376613 -0.000110629 9.42315e-06 3.39758e-05 -0.000173258 6.75353e-05 0.000125505 8.23463e-05 4.00532e-05 8.22498e-05 -5.4675e-05 8.00863e-07 0.000148587 -9.66098e-06 -0.000189018 0 0.000142029 -2.51226e-05
internal_weight=0 1923 1873 859 287 92 195 112 572 1014 764 712 659 513 250 193 140 466 1811 249 1562 1064 987 928 863 498 451 256 187 195 194 130 136
internal_count=3734 1923 1873 859 287 92 195 112 572 1014 764 712 659 513 250 193 140 466 1811 249 1562 1064 987 928 863 498 451 256 187 195 194 130 136
is_linear=0
shrinkage=0.0995203


Tree=7467
num_leaves=26
num_cat=0
split_feature=5 5 0 0 9 9 3 17 0 17 0 17 8 3 3 5 3 3 5 3 3 6 6 6 8
split_gain=0.00251952 0.00908191 0.00269345 0.0278787 0.00358082 0.00329471 0.00189308 0.00128578 0.00399469 0.0027382 0.0026174 0.00150674 0.00135583 0.00126961 0.0021173 0.00105322 0.000988835 0.00256701 0.00244756 0.00255179 0.00164102 0.000966688 0.00209824 0.00146512 0.000638193
threshold=-0.010764999999999999 -0.011964999999999998 -0.084084999999999993 -0.083275000000000002 0.11408000000000003 0.10814500000000002 0.091295000000000029 -0.00265 -0.077945 -0.0073949999999999997 -0.082339999999999983 -0.010239999999999999 -0.076924999999999993 0.11693000000000002 0.12323500000000003 -0.0087549999999999989 0.090435000000000029 0.092635000000000023 -0.014374999999999999 0.088115000000000013 0.094525000000000012 -0.088444999999999982 -0.095324999999999993 -0.078305 -0.26194999999999996
decision_type=2 2 2 2 2 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 -4 5 6 -5 9 10 11 -9 15 -10 16 -15 -2 18 -18 19 -1 -19 22 -17 -23 -16
right_child=7 -3 3 4 -6 -7 -8 8 12 -11 -12 -13 -14 14 24 21 17 20 -20 -21 -22 23 -24 -25 -26
leaf_value=3.6980553558314202e-06 0.00041446323920665547 -0.001471872724509309 -0.0025426855581168486 0.00018166667002675828 -0.00069896851051447846 0.00081736164596167039 -0.00018817963215053408 0.00022319281194608544 -0.00042884182460955811 -0.00071329900148031612 0.0012991959901254057 0.00059958653397051899 0.0001896826375994953 -0.00080138322397879701 -0.00027431189246342441 6.3361865351055588e-05 0.00064377489893942947 -0.00042253492415004015 0.00062251216483856378 -0.00054770926789085963 0.00013862019044035058 0.00044129546503895317 -0.00075424119222039683 5.2731627049632442e-06 0.00020951373502259616
leaf_weight=529 67 47 48 218 78 47 365 46 57 48 48 48 90 48 49 78 89 61 53 98 325 83 50 1004 60
leaf_count=529 67 47 48 218 78 47 365 46 57 48 48 48 90 48 49 78 89 61 53 98 325 83 50 1004 60
internal_value=0 -0.000103027 -7.15214e-05 -0.00022121 -6.26655e-05 1.48156e-05 -4.84796e-05 6.17622e-05 0.000274168 2.40203e-05 0.00078135 5.12459e-05 -4.45846e-05 1.41082e-05 -0.000250553 3.00766e-05 5.07926e-05 0.000161206 -2.51306e-05 -8.11812e-05 4.78194e-05 8.20622e-06 -0.000249619 3.93196e-05 -4.75554e-07
internal_weight=0 2115 2068 756 708 630 583 1619 241 1378 94 1330 147 1312 157 1282 1155 475 680 627 386 1215 128 1087 109
internal_count=3734 2115 2068 756 708 630 583 1619 241 1378 94 1330 147 1312 157 1282 1155 475 680 627 386 1215 128 1087 109
is_linear=0
shrinkage=0.0995203


Tree=7468
num_leaves=17
num_cat=0
split_feature=22 18 8 8 4 29 4 4 4 4 8 4 4 18 0 4
split_gain=0.0235502 0.0114557 0.00298561 0.0192429 0.00134801 0.00239006 0.00183617 0.00220295 0.00200007 0.00152722 0.00144231 0.000726269 0.00129228 0.000892669 0.00134065 0.000386546
threshold=0.13292500000000004 0.31227500000000008 -0.099434999999999996 -0.10833 0.084755000000000025 1.0000000180025095e-35 0.087495000000000031 0.090595000000000023 0.10423500000000002 0.080000000000000029 -0.012329999999999999 0.11541000000000003 0.12829500000000002 -0.025879999999999997 -0.095339999999999994 0.14699000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 9 -6 -8 -9 10 -4 13 -13 -1 -15 -14
right_child=-2 -3 4 -5 6 -7 7 8 -10 -11 -12 12 15 14 -16 -17
leaf_value=0.00018514483897318816 -0.0022407836994497101 0.0014638807975297533 0.00011136943359088907 -0.0021411203970819544 -0.00060941173185759647 -0.00057983539209884385 0.00061488123362075627 -0.0003516840756982767 3.5810548736264602e-05 0.0006459658379245612 -9.4954030626248078e-05 0.00058007956201761176 0.00011724526456746648 -4.9610086839710771e-05 -0.00062977222328805353 -0.00024593098157987901
leaf_weight=66 46 54 1975 47 60 54 48 191 417 48 400 48 69 130 59 49
leaf_count=66 46 54 1975 47 60 54 48 191 417 48 400 48 69 130 59 49
internal_value=0 2.48921e-05 3.44332e-06 -0.00023106 3.8071e-05 7.30116e-05 -8.16626e-05 -3.2145e-05 -8.45724e-05 8.78991e-05 7.62755e-05 -1.58778e-05 0.000143874 -0.000123084 -0.00023505 -2.66277e-05
internal_weight=0 3715 3661 468 3193 2477 716 656 608 2423 2375 421 166 255 189 118
internal_count=3761 3715 3661 468 3193 2477 716 656 608 2423 2375 421 166 255 189 118
is_linear=0
shrinkage=0.0995203


Tree=7469
num_leaves=14
num_cat=0
split_feature=10 18 8 8 27 7 5 9 0 4 3 5 0
split_gain=0.020296 0.00925829 0.00249007 0.01558 0.00149868 0.00134421 0.00149857 0.00116079 0.00113698 0.00108479 0.000665709 0.00113779 0.000959696
threshold=0.096215000000000023 0.31227500000000008 -0.099434999999999996 -0.10833 -0.01137 -0.074334999999999998 -0.0087549999999999989 -0.20504500000000001 -0.085684999999999997 0.094725000000000018 0.11896500000000003 -0.11065499999999999 -0.12236
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 -6 8 -1 -7 -8 11 -9 -12
right_child=-2 -3 4 -5 5 6 9 10 -10 -11 12 -13 -14
leaf_value=0.0002979077423897884 -0.0019743588735075391 0.0013181952005769306 -0.0003626920329681766 -0.0019280357277953971 -0.00046688788836629066 3.849549077824672e-05 1.5728120338623827e-05 -0.00029347226048325538 0.00020042192826474407 -0.000231182212203764 -0.00064537533903947554 0.00016220540632381412 0
leaf_weight=91 51 54 90 47 49 903 1099 88 846 209 47 141 46
leaf_count=91 51 54 90 47 49 903 1099 88 846 209 47 141 46
internal_value=0 2.45456e-05 5.21414e-06 -0.000211014 3.6592e-05 4.84253e-05 5.69529e-05 -1.36322e-05 0.000117288 -2.30988e-05 -0.000104218 -9.32741e-06 -0.000329072
internal_weight=0 3710 3656 460 3196 3106 3057 413 1749 1308 322 229 93
internal_count=3761 3710 3656 460 3196 3106 3057 413 1749 1308 322 229 93
is_linear=0
shrinkage=0.0995203


Tree=7470
num_leaves=16
num_cat=0
split_feature=27 17 17 5 27 18 26 18 17 1 3 1 17 17 5
split_gain=0.0194061 0.00946904 0.001514 0.0135747 0.00216098 0.00177885 0.00126323 0.00397193 0.0056708 0.0011865 0.00246988 0.00204208 0.000984992 0.00161488 0.00146562
threshold=0.11410500000000003 -0.57205499999999987 -0.0064000000000000003 -0.099349999999999994 -0.01137 -0.087529999999999983 0.11575500000000001 0.091725000000000015 -0.049834999999999997 -0.085574999999999998 0.08777500000000002 -0.082489999999999994 -0.0090649999999999984 -0.012064999999999999 -0.010424999999999999
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 12 8 -8 10 -7 -11 13 -5 -14
right_child=-2 2 4 6 5 9 7 -9 -10 11 -12 -13 14 -15 -16
leaf_value=0.0013244975012989483 -0.0016682746907747904 -0.0014654586652356894 -0.00059352737212960919 -3.1754386192443802e-05 0.00052512228642509788 -0.00078463875086738405 -6.2578516100507257e-05 -0.00045099124135005906 0.0013884387696119754 0.00073116693382378457 9.1493873553230972e-05 7.485880864066099e-05 3.2117375267681897e-05 0.00042398900729220628 -0.00074248016962324189
leaf_weight=55 68 65 46 1534 91 48 55 50 50 49 91 1385 47 81 46
leaf_count=55 68 65 46 1534 91 48 55 50 50 49 91 1385 47 81 46
internal_value=0 2.83412e-05 8.52066e-06 -5.16886e-05 7.68844e-05 9.59094e-05 -1.92276e-06 0.000269634 0.000620586 7.05585e-05 -0.000205166 9.78559e-05 -2.70457e-05 -8.38977e-06 -0.000342215
internal_weight=0 3693 3638 1928 1710 1664 1863 155 105 1573 139 1434 1708 1615 93
internal_count=3761 3693 3638 1928 1710 1664 1863 155 105 1573 139 1434 1708 1615 93
is_linear=0
shrinkage=0.0995203


Tree=7471
num_leaves=21
num_cat=0
split_feature=22 17 9 6 6 17 9 9 9 6 6 5 5 5 5 9 18 17 6 20
split_gain=0.0187302 0.00771609 0.00234893 0.00422177 0.0157388 0.00172069 0.005092 0.00441789 0.00157026 0.0015266 0.002177 0.00175017 0.00166159 0.00125014 0.00244582 0.00322515 0.00221611 0.00133489 0.00118491 0.00104583
threshold=0.13292500000000004 -0.57205499999999987 0.084515000000000021 0.041585000000000011 0.083720000000000031 -0.011809999999999999 0.083715000000000026 0.083715000000000026 0.084675000000000014 -0.097455 -0.10567 -0.095609999999999987 -0.025879999999999997 -0.0073899999999999999 -0.01554 0.085225000000000009 -0.012384999999999998 0.51362000000000008 0.090710000000000027 -0.0084199999999999987
decision_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 -6 -7 -4 10 19 -11 -13 14 15 -10 -16 18 -15 -3
right_child=-2 2 8 4 5 7 -8 -9 13 11 -12 12 -14 17 16 -17 -18 -19 -20 -21
leaf_value=0.0011926832247038926 -0.0019979520273430166 0.00025307357661308913 0.00058619673516671221 -0.0021224613837052425 -0.00032502743323198461 0.00017878918545717571 0.00088185446376313299 -0.0010506608208344849 -0.00074339765139148353 0.0005062742650205575 -0.00079916845428225705 -0.00028732254218611172 0.0001302787303658169 7.5125771762530469e-06 0.00072396048494697011 9.6601932964479319e-05 -4.8110761780589779e-05 0.00047495347201338705 -0.00024267585679289686 -0.00016102409258550505
leaf_weight=55 46 77 56 46 99 58 53 56 47 89 46 125 381 658 112 1131 52 48 259 267
leaf_count=55 46 77 56 46 99 58 53 56 47 89 46 125 381 658 112 1131 52 48 259 267
internal_value=0 2.26113e-05 4.80457e-06 -0.000102567 -0.000421603 -0.000124391 9.04077e-05 -0.00041797 6.40849e-05 -6.80831e-07 -0.000154535 9.87887e-05 2.54985e-05 5.10563e-05 0.000113324 6.23926e-05 0.000474166 -3.46888e-05 -6.22586e-05 -6.59539e-05
internal_weight=0 3715 3660 1297 312 266 152 114 2363 985 390 595 506 2307 1342 1178 164 965 917 344
internal_count=3761 3715 3660 1297 312 266 152 114 2363 985 390 595 506 2307 1342 1178 164 965 917 344
is_linear=0
shrinkage=0.0995203


Tree=7472
num_leaves=10
num_cat=0
split_feature=22 29 4 9 9 9 10 10 1
split_gain=0.00157595 0.00112578 0.00136417 0.00124971 0.00155386 0.00103562 0.000863688 0.00190332 0.000812392
threshold=0.13292500000000004 -0.14715999999999999 0.15028500000000003 0.11351500000000002 0.10892000000000003 0.11741500000000002 0.090150000000000022 0.086275000000000018 0.018150000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 7 -3 -7
right_child=-2 2 -4 5 -6 8 -8 -9 -10
leaf_value=0.00051563356293940477 0.0006059206953202516 2.1519398855673053e-05 -0.00049092757856839875 0.00061732078677908305 -0.00050218333564936021 -0.00011039544759309781 -0.00037518572773463752 0.00056624810997473244 0.00035490723488476247
leaf_weight=47 48 3206 50 61 56 72 52 65 73
leaf_count=47 48 3206 50 61 56 72 52 65 73
internal_value=0 3.08175e-05 2.43237e-05 3.17383e-05 1.69715e-05 0.000269982 2.59668e-05 3.25943e-05 0.000118215
internal_weight=0 3682 3635 3585 3379 206 3323 3271 145
internal_count=3730 3682 3635 3585 3379 206 3323 3271 145
is_linear=0
shrinkage=0.0995203


Tree=7473
num_leaves=12
num_cat=0
split_feature=22 29 4 9 9 9 2 9 9 17 1
split_gain=0.00127731 0.000912493 0.00110652 0.00101309 0.00131782 0.00346538 0.00226872 0.002707 0.00152854 0.000990005 0.00106396
threshold=0.13292500000000004 -0.14715999999999999 0.15028500000000003 0.11351500000000002 0.097035000000000024 0.096130000000000021 -0.068279999999999993 0.099125000000000033 0.09550500000000002 0.021725000000000005 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 7 -6 -3 10 -5
right_child=-2 2 -4 9 6 -7 -8 -9 -10 -11 -12
leaf_value=0.00046431752854892767 0.00054561980235179081 2.8159409611626809e-05 -0.00044207038160540182 -0.00020299085448564997 -0.00047784473270226128 0.00065653083392162555 -0.00070640890120455212 0.00015296180298062596 -0.00053754232235181626 0.0005903769367871345 0.00033378046464443853
leaf_weight=47 48 2873 50 63 99 87 63 209 48 59 84
leaf_count=47 48 2873 50 63 99 87 63 209 48 59 84
internal_value=0 2.77506e-05 2.18806e-05 2.85797e-05 1.52584e-05 3.73066e-05 -0.000161298 -4.71396e-05 1.85831e-05 0.000243114 9.81667e-05
internal_weight=0 3682 3635 3585 3379 3008 371 308 2921 206 147
internal_count=3730 3682 3635 3585 3379 3008 371 308 2921 206 147
is_linear=0
shrinkage=0.0995203


Tree=7474
num_leaves=14
num_cat=0
split_feature=22 21 2 2 20 4 26 11 27 5 21 5 21
split_gain=0.00103521 0.000835974 0.00106607 0.00217184 0.00212725 0.00278564 0.00105178 0.00365213 0.00153783 0.00119964 0.00474435 0.00102429 0.00100637
threshold=0.13292500000000004 0.11412000000000001 -0.072419999999999998 -0.077714999999999992 -0.00059999999999999995 0.10845500000000002 -0.2382 -0.37931999999999999 0.11081000000000003 0.40898000000000007 0.089350000000000027 0.27287000000000011 0.11932500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 12 5 -4 -1 -8 9 11 -11 -9 -3
right_child=-2 2 4 -5 -6 -7 7 8 -10 10 -12 -13 -14
leaf_value=0.00040957685419873885 0.00049131958583464332 -0.00038991395531518387 0.00073270624034172847 -0.00087686273351732734 -0.00037792635694918364 -0.00024641210072233211 -0.00083861906108854175 2.9905540103419463e-05 0.00059873099691747198 -8.3356782244072597e-05 0.0010153680069194325 -0.00035735853935957561 0.00025237401026757236
leaf_weight=75 48 46 65 48 76 50 47 2937 49 111 59 69 50
leaf_count=75 48 46 65 48 76 50 47 2937 49 111 59 69 50
internal_value=0 2.49888e-05 -0.000124306 -0.000329214 2.58934e-05 0.000299884 4.01763e-05 3.14588e-05 4.43928e-05 3.55826e-05 0.00029315 2.07439e-05 -4.68617e-05
internal_weight=0 3682 335 144 191 115 3347 3272 3225 3176 170 3006 96
internal_count=3730 3682 335 144 191 115 3347 3272 3225 3176 170 3006 96
is_linear=0
shrinkage=0.0995203


Tree=7475
num_leaves=16
num_cat=0
split_feature=10 2 3 4 4 12 17 17 2 17 26 4 8 23 1
split_gain=0.000909419 0.000911996 0.00119869 0.00346739 0.00207693 0.00103242 0.000941733 0.0035724 0.00207846 0.00200413 0.000872765 0.00083454 0.00076187 0.00145528 0.00096608
threshold=0.09056500000000002 -0.086169999999999983 0.11089500000000001 0.10353000000000002 0.09777000000000001 -0.011224999999999999 -0.000475 -0.012064999999999999 -0.087614999999999985 -0.067414999999999989 0.082850000000000021 0.15116500000000005 0.10649000000000002 -0.022119999999999997 0.50644500000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -3 7 9 10 -1 -8 12 13 -7 -15
right_child=-2 5 4 -5 -6 11 8 -9 -10 -11 -12 -13 -14 14 -16
leaf_value=-8.2961955969219547e-06 0.00035047336028864838 -0.00030499985084724549 4.6731608060374815e-05 0.00075554463976934018 -0.00088327360768487449 0.00058618477770539499 -0.00029797220581417356 0.00080972875210697111 -0.00081416934181968183 -0.00056805273779739934 0.0002134940501347107 0.00046340268549274429 -0.00032788398046091873 5.6945686562253709e-05 -0.0003592922517708663
leaf_weight=400 85 79 46 52 46 51 73 47 52 76 59 50 51 2507 56
leaf_count=400 85 79 46 52 46 51 73 47 52 76 59 50 51 2507 56
internal_value=0 2.03389e-05 -6.94695e-05 -2.71904e-05 -0.000409373 4.79858e-05 -8.59187e-05 -1.61247e-05 -0.000279851 -9.93889e-05 -6.31606e-05 5.85584e-05 5.06556e-05 5.83542e-05 4.75317e-05
internal_weight=0 3645 851 759 92 2794 707 523 184 476 132 2715 2665 2614 2563
internal_count=3730 3645 851 759 92 2794 707 523 184 476 132 2715 2665 2614 2563
is_linear=0
shrinkage=0.0995203


Tree=7476
num_leaves=14
num_cat=0
split_feature=2 2 21 26 6 27 19 18 10 17 17 17 6
split_gain=0.00271356 0.0156277 0.00197993 0.00220873 0.00362544 0.00218565 0.00173608 0.00155887 0.00148391 0.00123058 0.00113143 0.00101444 0.000146511
threshold=-0.11700999999999999 -0.14091999999999996 0.16638500000000003 -0.2382 -0.53620499999999993 -1.0000000180025095e-35 0.12403500000000002 -0.025879999999999997 0.09056500000000002 0.51041000000000014 -0.56005499999999986 -0.15802999999999998 -0.0079349999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 -5 -6 7 -7 10 -8 -1 -12 -13
right_child=2 -3 -4 4 5 6 9 -9 -10 -11 11 12 -14
leaf_value=-0.00046082626920630315 0.0006397403615514128 0.0019060883138822726 -0.00058238812754041658 -0.00083715859156177912 -0.00058275168637246814 -4.4842243230919152e-05 -0.00055166161579592299 0.00010158926247302718 0.00045738043607761159 3.029538331758235e-05 0.00040364448179601447 0 -0.0001985967329786672
leaf_weight=59 55 51 56 50 59 1171 85 1847 64 58 54 68 74
leaf_count=59 55 51 56 50 59 1171 85 1847 64 58 54 68 74
internal_value=0 0.000288258 4.10137e-06 1.42253e-05 3.45405e-06 1.67613e-05 2.82102e-05 4.45018e-05 2.70411e-05 -0.000309899 -7.77554e-05 3.33802e-05 -0.00010166
internal_weight=0 370 3381 3325 3270 3220 3161 3018 319 143 255 196 142
internal_count=3751 370 3381 3325 3270 3220 3161 3018 319 143 255 196 142
is_linear=0
shrinkage=0.0995203


Tree=7477
num_leaves=18
num_cat=0
split_feature=27 27 30 21 19 5 19 19 18 0 2 0 1 0 0 21 27
split_gain=0.00231515 0.0130758 0.00176517 0.00174022 0.00109464 0.00167675 0.00134666 0.00124968 0.00143065 0.000906288 0.00221832 0.00124381 0.00107412 0.000900978 0.000705481 0.000644293 0.0010525
threshold=1.0000000180025095e-35 0.08043500000000002 0.11032500000000002 0.15665000000000004 0.11028000000000003 -0.06241 0.10189500000000003 0.090505000000000016 0.084900000000000017 -0.059114999999999994 -0.041009999999999998 -0.093765000000000001 0.066150000000000028 -0.079564999999999983 -0.086589999999999986 0.096085000000000018 0.096290000000000028
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 6 14 7 8 -1 11 -11 15 -13 -7 -6 16 -3
right_child=1 9 -4 -5 5 13 -8 -9 -10 10 -12 12 -14 -15 -16 -17 -18
leaf_value=-1.1877725508149868e-06 0.0017950643767023601 0.00021825015314541155 -0.00060458199528882215 -0.00056662194800866463 -0.00017264790332499592 -0.00080401180106107564 0.0004778148344578178 -0.00040156012074245436 0.00016942825454672488 0.00081645795930950784 -0.00012970045423569071 0 -0.00064105224489205187 -0.00020096944185372787 0.00027191953712822679 0.00043648119238594199 -0.00034752632370143709
leaf_weight=2222 48 87 47 51 71 48 67 66 620 46 50 50 51 60 69 46 52
leaf_count=2222 48 87 47 51 71 48 67 66 620 46 50 50 51 60 69 46 52
internal_value=0 0.000246383 7.11935e-07 9.6513e-06 1.90241e-05 -0.00018131 3.59994e-05 2.55385e-05 3.57451e-05 4.96415e-05 0.00031514 -3.66146e-05 -0.000319653 -0.000476568 4.0613e-05 0.000113484 7.03324e-07
internal_weight=0 430 3321 3274 3223 248 2975 2908 2842 382 96 286 101 108 140 185 139
internal_count=3751 430 3321 3274 3223 248 2975 2908 2842 382 96 286 101 108 140 185 139
is_linear=0
shrinkage=0.0995203


Tree=7478
num_leaves=26
num_cat=0
split_feature=18 8 17 4 9 9 9 18 17 7 9 9 9 8 0 0 4 0 8 9 26 0 0 5 26
split_gain=0.00207306 0.0160398 0.00262238 0.00631878 0.00186122 0.00158736 0.00148205 0.00299038 0.00139921 0.00192045 0.00179163 0.00130315 0.00124238 0.00240394 0.00227648 0.00122279 0.00116886 0.000921517 0.0020687 0.000811286 0.00407318 0.00393957 0.00367352 0.00254857 0.000483977
threshold=-0.10387 -0.086914999999999992 -0.24445500000000001 0.10234000000000003 0.089025000000000021 1.0000000180025095e-35 0.084055000000000032 -0.019539999999999998 0.070205000000000017 0.083320000000000019 0.12652000000000005 0.093705000000000024 0.10341500000000002 -0.012329999999999999 -0.071484999999999993 -0.044789999999999996 0.087155000000000024 -0.049174999999999996 -0.068904999999999994 0.094685000000000033 0.096980000000000025 -0.077945 -0.080614999999999992 -0.049719999999999993 0.090625000000000025
decision_type=2 2 2 2 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 5 16 -2 -8 9 10 12 -6 14 -14 -4 19 -3 18 -13 21 -21 22 -10 -22 -9
right_child=2 4 8 -5 11 -7 7 24 15 -11 -12 17 13 -15 -16 -17 -18 -19 -20 20 23 -23 -24 -25 -26
leaf_value=0.0019458332771912926 0.00031153372163388943 0.0002468035844147324 3.8578717779895039e-05 -0.0013579355524959765 0.00062052008323256055 -0.00068471917193554672 -0.00066952586770972452 0.00036020898805820155 -0.00019594325443964694 -0.00053052417286791572 0.00055908632124201105 0.00036789648117392356 7.551969792465361e-05 -0.00070899069393454475 0.00033653029540027361 0.00030923412924550826 -0.00037233299706275762 0.00043643062579990253 -0.00041412043101153324 0.00074410221928204864 0.00016521147337204701 -0.00098381631420870895 0.00070563648996462989 -0.00083934474640418716 -7.5782801168141419e-05
leaf_weight=48 67 68 1661 46 57 52 84 49 410 52 75 60 108 59 302 67 54 50 75 56 50 56 50 48 47
leaf_count=48 67 68 1661 46 57 52 84 49 410 52 75 60 108 59 302 67 54 50 75 56 50 56 50 48 47
internal_value=0 0.000223052 -1.42838e-06 -0.000285816 2.2301e-05 -0.000223729 -8.28354e-05 -0.000234176 2.6129e-05 6.52193e-05 7.96398e-05 0.000202581 6.23736e-05 -0.000196741 8.48345e-05 -9.24707e-05 -2.05305e-05 6.93854e-05 -6.04935e-05 -0.000133863 6.26088e-05 -0.000194087 -9.61658e-05 -0.000318463 0.000138227
internal_weight=0 464 3287 293 416 174 247 180 2994 2257 2205 242 2130 167 1963 737 122 185 135 670 154 516 460 98 96
internal_count=3751 464 3287 293 416 174 247 180 2994 2257 2205 242 2130 167 1963 737 122 185 135 670 154 516 460 98 96
is_linear=0
shrinkage=0.0995203


Tree=7479
num_leaves=25
num_cat=0
split_feature=2 17 0 0 3 4 4 4 4 20 0 17 26 0 3 8 26 4 9 17 3 0 0 26
split_gain=0.00177487 0.00335886 0.00327552 0.0133879 0.00291576 0.00268884 0.00224303 0.00218195 0.00205873 0.00263478 0.00238587 0.00149917 0.00245682 0.00494507 0.00790237 0.00351566 0.00229857 0.00211038 0.00187313 0.00378136 0.00203406 0.000624312 0.00123787 0.000647606
threshold=0.0040650000000000018 -0.15122999999999998 -0.11170000000000001 -0.13417999999999999 0.14823500000000003 0.081905000000000019 0.087155000000000024 0.13954000000000003 0.10801000000000002 -0.048779999999999997 -0.15137999999999999 0.07134500000000002 0.10393000000000002 -0.071484999999999993 0.10057000000000002 -0.070134999999999989 0.098185000000000022 0.12205500000000002 0.083715000000000026 0.12088500000000003 0.088185000000000027 -0.15034 -0.14680499999999999 0.082850000000000021
decision_type=2 2 2 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 21 5 -3 -7 11 9 -8 -10 12 16 15 -15 -14 17 -4 -13 -20 -21 23 -23 -1
right_child=1 4 7 -5 -6 6 8 -9 10 -11 -12 18 13 14 -16 -17 -18 -19 19 20 -22 22 -24 -25
leaf_value=0.00035205013049226648 -0.00068824805301298194 -0.00045960286368993688 4.3485647389852638e-05 0.0015087799074284106 -0.00057571646189470346 0.00067402906680017729 0.00027127964188852755 0.00070099099641833139 0.00078208453216496222 -0.00070119340516094485 1.4158446849380979e-05 0.00042790711657820146 0.00050831245754349324 0.0017313989052144577 0.00018111035478709158 -0.00036547997454692925 -0.00058026879125934428 -0.00051316728162384298 -0.00094311528111630841 0.00040399773519238669 -0.00019165955104234834 -0.00052571170353516578 0.00013335531554841264 -0.00011805444789375963
leaf_weight=65 91 79 1771 76 83 73 47 46 59 64 132 51 73 51 94 121 65 70 60 67 354 55 55 49
leaf_count=65 91 79 1771 76 83 73 47 46 59 64 132 51 73 51 94 121 65 70 60 67 354 55 55 49
internal_value=0 -0.000128687 5.44698e-05 0.000367288 -3.2339e-05 6.51978e-05 0.000177939 2.09367e-05 5.53123e-05 -0.000282051 0.000255657 9.37706e-06 4.52487e-05 0.000292118 0.00073203 -3.2462e-05 9.11122e-07 2.18755e-05 -0.00014046 -0.000202425 -9.49192e-05 -1.635e-05 -0.000188736 0.000142807
internal_weight=0 628 3123 300 537 454 375 2823 302 111 191 2777 2245 339 145 194 1906 1841 532 481 421 224 110 114
internal_count=3751 628 3123 300 537 454 375 2823 302 111 191 2777 2245 339 145 194 1906 1841 532 481 421 224 110 114
is_linear=0
shrinkage=0.0995203


Tree=7480
num_leaves=26
num_cat=0
split_feature=20 20 6 4 3 9 21 2 17 6 6 2 6 17 5 17 9 9 9 9 2 8 9 19 21
split_gain=0.00101219 0.00252314 0.000845054 0.0010906 0.00373055 0.00171881 0.00126958 0.00139575 0.000778576 0.00313172 0.00522604 0.000879303 0.000869447 0.00170663 0.00405403 0.00151034 0.00120329 0.00341961 0.000948857 0.00256209 0.0050349 0.0033727 0.00160622 0.00158872 0.00138088
threshold=-0.085504999999999984 -0.08793999999999999 -0.091244999999999993 0.09939000000000002 0.10871500000000002 0.084675000000000014 -0.080634999999999998 -0.095204999999999998 0.40827500000000011 0.11816500000000002 0.10877500000000002 -0.069129999999999983 0.090460000000000026 0.07134500000000002 -0.039649999999999998 0.052150000000000009 0.086885000000000032 0.08846500000000003 0.099125000000000033 0.11351500000000002 -0.051635 -0.016289999999999999 0.097200000000000022 0.11028000000000003 0.12603000000000006
decision_type=2 2 2 2 2 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 12 10 11 -10 18 15 -15 16 -14 -18 22 21 -21 -20 23 24 -2
right_child=8 -3 3 4 -6 6 7 -9 9 -11 -12 -13 13 14 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26
leaf_value=0.00027227183569166109 3.9219749303204904e-05 -0.00080719726985953191 -0.00065181635982085805 0.00082525755309189436 -0.00036334934994502392 0.00025068381581070114 8.6987156164878622e-05 -0.00058556610330422762 0.00030608172492865214 -0.00052229549169736337 0.0012953921328733519 -0.00016668101890213684 0.00029444166670702915 -0.0011398299337642603 0.00011215851871218069 0.00040120960592888858 -0.00089129021924557676 -2.5122066781460778e-05 7.0082987947633855e-05 0.00040673815000675205 -0.00086525445274104093 0.0010231299471418873 -0.00051806552699489136 -0.00037669212206833946 0.00051415500664089158
leaf_weight=69 1949 48 67 47 58 76 55 64 86 47 47 69 67 47 54 74 54 289 86 75 52 67 53 88 63
leaf_count=69 1949 48 67 47 58 76 55 64 86 47 47 69 67 47 54 74 54 289 86 75 52 67 53 88 63
internal_value=0 -0.000121361 -4.39789e-05 -0.000105668 0.000160897 -0.000215622 -6.15524e-05 -0.000267843 3.2691e-05 0.000202165 0.00037478 9.03446e-05 1.84374e-05 -9.00337e-05 -0.000462345 -1.06492e-05 -8.69814e-05 -0.000163874 4.4855e-05 0.000217527 -0.000107632 0.000492781 2.20186e-05 3.60391e-05 5.44979e-05
internal_weight=0 484 436 367 105 262 195 119 3267 249 202 155 3018 585 101 484 410 343 2433 280 127 153 2153 2100 2012
internal_count=3751 484 436 367 105 262 195 119 3267 249 202 155 3018 585 101 484 410 343 2433 280 127 153 2153 2100 2012
is_linear=0
shrinkage=0.0995203


Tree=7481
num_leaves=30
num_cat=0
split_feature=20 20 6 4 3 3 8 3 9 9 9 5 9 18 8 5 5 1 1 9 17 8 17 20 9 9 17 17 3
split_gain=0.000819252 0.00204642 0.000684957 0.00088032 0.00302735 0.00161335 0.00348142 0.00154851 0.000649609 0.00301496 0.00263192 0.00225108 0.00186243 0.00372133 0.00423643 0.00129186 0.00227748 0.00136048 0.0036139 0.00304994 0.00130882 0.0042685 0.00267694 0.00113884 0.00122282 0.00147279 0.000903538 0.00251865 0.00120881
threshold=-0.085504999999999984 -0.08793999999999999 -0.091244999999999993 0.09939000000000002 0.10871500000000002 0.097595000000000029 -0.00076499999999999995 0.090295000000000028 0.094375000000000028 0.09550500000000002 0.096130000000000021 0.034205000000000006 0.092465000000000033 -0.07989499999999998 -0.078414999999999999 -0.010424999999999999 -0.012464999999999999 -0.086814999999999989 -0.084204999999999988 0.089150000000000021 -0.040099999999999997 -0.085165000000000005 -0.01857 -0.074014999999999984 0.09697500000000002 0.098465000000000011 -0.14488499999999999 -0.092649999999999996 0.088685000000000028
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 -4 12 11 -11 -10 15 -14 -15 16 20 26 -19 -20 21 -2 -22 -12 -25 -26 28 -28 -17
right_child=8 -3 3 4 -6 6 -8 -9 9 10 23 -13 13 14 -16 17 -18 18 19 -21 22 -23 -24 24 25 -27 27 -29 -30
leaf_value=0.00024517528069539979 -0.00015383708941460822 -0.00072686489828763115 -0.00027399593245733809 0.00074312779503484308 -0.0003271887464646792 0.00011527656618318843 -0.0010323435537328176 0.00035066065955243153 0.0001321974439389166 -0.00068908735739391818 0.00045767555822924077 0.0011396432726180391 0.00037688410165108297 0.00010138863561555525 -0.0010711996995260722 -0.00035800454231997179 0.00064916880904402621 -0.00090890501894405899 4.8650095384810331e-05 -0.00064997960271217234 -0.00063791021170527473 0.00068139131016197807 5.1469257504609769e-05 0.00046710010788542756 -0.00044602938304693106 5.6147505045585407e-05 0.0005955537564522747 -2.6387407470070214e-05 0.00015977381245069818
leaf_weight=69 117 48 88 47 58 47 56 71 46 46 74 46 54 49 76 96 69 59 346 75 59 123 1010 59 67 419 93 203 81
leaf_count=69 117 48 88 47 58 47 56 71 46 46 74 46 54 49 76 96 69 59 346 75 59 123 1010 59 67 419 93 203 81
internal_value=0 -0.000109115 -3.92284e-05 -9.493e-05 0.000144109 -0.000193853 -0.000500725 0 2.94625e-05 0.000110321 3.51439e-05 0.000644819 4.75012e-06 -0.000304213 -0.000604996 2.88269e-05 9.06764e-05 -5.97459e-05 -0.00017821 -7.38645e-05 6.06118e-05 0.000270807 1.26554e-05 9.02866e-05 3.89004e-05 -1.13983e-05 5.8741e-05 0.000166254 -0.00011643
internal_weight=0 484 436 367 105 262 103 159 3267 757 665 92 2510 179 125 2331 1378 953 480 421 1309 240 1069 619 545 486 473 296 177
internal_count=3751 484 436 367 105 262 103 159 3267 757 665 92 2510 179 125 2331 1378 953 480 421 1309 240 1069 619 545 486 473 296 177
is_linear=0
shrinkage=0.0995203


Tree=7482
num_leaves=16
num_cat=0
split_feature=22 21 2 2 2 18 17 17 26 3 3 17 3 18 17
split_gain=0.00201957 0.00103427 0.00117687 0.0071085 0.00154476 0.00396215 0.00125143 0.0015865 0.000845055 0.00144615 0.00212918 0.00134209 0.00124143 0.00106486 0.000816461
threshold=0.13240000000000005 0.14680000000000004 -0.086169999999999983 -0.086440000000000003 -0.085209999999999994 -0.022504999999999997 -0.54604999999999992 -0.53166999999999998 0.084355000000000027 0.088055000000000022 0.085625000000000021 0.10932500000000002 0.095630000000000021 -0.117225 0.10178500000000003
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 -6 -8 11 10 -10 13 -11 -1 -9
right_child=-2 -3 4 -5 6 -7 7 14 9 12 -12 -13 -14 -15 -16
leaf_value=-0.00037405098647444554 0.00063232760977262944 -0.0003567847727890603 -0.00021376405290781064 -0.0012671530503905633 -0.00038944208371109805 0.0010413309077397736 0.00060686663459332294 -4.2124644345560473e-07 4.7273163241393872e-05 -0.00035973829296443197 0.00076098411595329517 -0.00052121152698336032 0.00018929451686057111 3.0260936172056683e-05 0.00014024464743420803
leaf_weight=78 51 78 47 48 69 51 48 1984 133 94 62 67 70 360 511
leaf_count=78 51 78 47 48 69 51 48 1984 133 94 62 67 70 360 511
internal_value=0 1.50239e-06 9.44414e-06 -8.80531e-05 4.25571e-05 0.000431044 2.7668e-05 3.93075e-05 -2.16e-05 9.39337e-05 0.000278395 -0.000105353 -0.000120403 -3.98708e-05 2.80604e-05
internal_weight=0 3700 3622 912 2710 98 2612 2543 864 359 195 505 164 438 2495
internal_count=3751 3700 3622 912 2710 98 2612 2543 864 359 195 505 164 438 2495
is_linear=0
shrinkage=0.0995203


Tree=7483
num_leaves=19
num_cat=0
split_feature=22 22 2 2 2 0 6 2 6 0 11 11 26 0 0 2 21 8
split_gain=0.0016377 0.000893083 0.000774679 0.00584219 0.00129589 0.00521484 0.0029831 0.00109992 0.0015635 0.000887259 0.00172205 0.00121281 0.000731798 0.00156317 0.00233649 0.00131225 0.00164507 0.000589
threshold=0.13240000000000005 0.11578000000000002 -0.086169999999999983 -0.086440000000000003 -0.084869999999999987 -0.086944999999999995 0.086520000000000027 -0.083974999999999994 0.087670000000000012 -0.057604999999999996 -0.08577499999999999 -0.100185 0.087170000000000011 -0.080884999999999999 -0.086775000000000005 -0.087444999999999995 -0.032929999999999994 -0.07594999999999999
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 -4 -7 8 -6 11 -11 -9 15 14 -14 16 -1 -15
right_child=-2 -3 4 -5 7 6 -8 9 -10 10 -12 -13 13 17 -16 -17 -18 -19
leaf_value=-0.00052779815556003242 0.00056939842811265626 -0.00042489625362410411 0.0011609620689029987 -0.0011410458149399944 2.0062466504133387e-05 0.00042739702226480804 -0.00066880016029981671 0.00056512633724988643 -0.00071728239486051274 -0.00061415945813937916 -1.8654070014303991e-05 4.6292175021738276e-05 -3.0551715154706368e-05 -0.00038229038627798142 0.0007700201110742255 -0.00043851358979245746 4.665986139769421e-05 8.9083755529717322e-05
leaf_weight=55 51 48 49 48 65 51 47 46 48 56 365 2020 73 55 68 83 477 46
leaf_count=55 51 48 49 48 65 51 47 46 48 56 365 2020 73 55 68 83 477 46
internal_value=0 1.30882e-06 7.13481e-06 -7.24361e-05 3.36475e-05 0.000321434 -8.99769e-05 1.70616e-05 -0.000285902 3.11563e-05 -9.98107e-05 5.82404e-05 -1.16287e-05 0.00013382 0.000349734 -7.01932e-05 -1.11909e-05 -0.0001595
internal_weight=0 3700 3652 905 2747 147 98 2600 113 2487 421 2066 857 242 141 615 532 101
internal_count=3751 3700 3652 905 2747 147 98 2600 113 2487 421 2066 857 242 141 615 532 101
is_linear=0
shrinkage=0.0995203


Tree=7484
num_leaves=22
num_cat=0
split_feature=1 3 9 1 1 4 9 4 1 21 18 3 8 2 3 8 26 21 5 1 9
split_gain=0.0103422 0.0455477 0.0762817 0.00385128 0.0289686 0.002651 0.00219199 0.00456129 0.00180697 0.00161907 0.00142879 0.00208057 0.00143795 0.00165556 0.00208687 0.00136304 0.00163309 0.00134673 0.000977928 0.0019692 0.00164913
threshold=-0.095674999999999996 0.085625000000000021 0.083835000000000021 0.064860000000000015 0.073820000000000011 0.084755000000000025 0.11408000000000003 0.14727500000000002 -0.09225499999999999 -0.091869999999999993 -0.13579499999999997 0.089655000000000026 0.099175000000000027 0.11392500000000001 0.10457000000000002 0.099175000000000027 0.11215000000000001 -0.085204999999999989 -0.0087549999999999989 -0.082489999999999994 0.09143500000000003
decision_type=2 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 -5 -1 7 15 -2 -10 -3 -12 13 14 -13 16 -6 -11 19 -19 -20
right_child=3 10 -4 4 6 -7 -8 -9 9 17 11 12 -14 -15 -16 -17 -18 18 20 -21 -22
leaf_value=0 0.0005458837418727562 -0.00042663930557760541 -0.0053226365468629242 -0.0026679698004061997 1.0605101137406058e-05 -0.0010038614799263992 -0.00057208882529484755 0.00088256370579668645 0.00052117853930625099 -0.00044243173632494125 0.00065142412889808573 0 0.00048006204812066757 0.00027848781592023237 -0.00068539014924838559 -0.00061577291269406952 -0.00057817633405490929 0.00032854749122977425 -0.0002036333915119632 -1.9934171739172359e-07 7.5534727463159954e-05
leaf_weight=54 61 61 47 46 432 49 80 51 57 71 56 109 50 77 72 47 52 212 497 1180 357
leaf_count=54 61 61 47 46 432 49 80 51 57 71 56 109 50 77 72 47 52 212 497 1180 357
internal_value=0 -0.00050758 -0.00199857 -4.80871e-05 -0.000252439 -0.000473809 -8.33557e-05 -1.47693e-05 1.0994e-05 -2.40518e-06 1.6724e-05 9.32729e-05 -5.5513e-06 -0.000102835 -0.000269579 -0.000102496 -5.09611e-05 -1.56391e-05 -1.78291e-06 4.92803e-05 -8.59734e-05
internal_weight=0 575 150 3143 708 103 662 582 2435 2374 425 364 308 258 181 531 484 2317 2246 1392 854
internal_count=3718 575 150 3143 708 103 662 582 2435 2374 425 364 308 258 181 531 484 2317 2246 1392 854
is_linear=0
shrinkage=0.0995203


Tree=7485
num_leaves=27
num_cat=0
split_feature=1 3 9 1 3 26 6 26 4 9 0 3 1 18 3 9 9 18 1 26 3 3 6 0 3 18
split_gain=0.0083777 0.0369574 0.0618351 0.0031874 0.00626052 0.0374699 0.00225888 0.00275667 0.00215291 0.00139202 0.0063493 0.00543763 0.00138516 0.00116071 0.00168453 0.001238 0.00170096 0.00141768 0.0010965 0.00223119 0.000843027 0.00303417 0.00363016 0.00172689 0.00153858 0.00136554
threshold=-0.095674999999999996 0.085625000000000021 0.083835000000000021 0.0099250000000000015 0.093835000000000016 0.08709500000000002 -0.098424999999999999 -0.0083299999999999989 0.084755000000000025 0.11408000000000003 -0.069294999999999982 0.17152000000000003 -0.09225499999999999 -0.13579499999999997 0.089655000000000026 0.098465000000000011 0.094435000000000033 -0.049119999999999997 0.056790000000000014 0.11215000000000001 0.11275500000000002 0.10850000000000003 0.12386500000000002 -0.079564999999999983 0.11868500000000003 0.10256000000000003
decision_type=2 2 2 2 2 2 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 5 6 7 -5 -1 11 -11 18 -2 -3 -15 16 17 -16 -6 -20 21 22 23 -14 -22 -26
right_child=3 13 -4 4 9 -7 -8 -9 -10 10 -12 -13 20 14 15 -17 -18 -19 19 -21 24 -23 -24 -25 25 -27
leaf_value=0 0.00049155729466908449 -0.00038418010480937724 -0.0047929268365130874 -0.00074617863540517402 -0.00039318800980948514 -0.0030594119872624842 0.00040215621933472771 0.00018059427862929727 -0.00090395700330082125 -0.0012203390825166289 0.00041563403533138204 0.0010283731473911249 4.5267580079153201e-05 0.00058659424491205186 0.00042900840835946797 0.00042082268130013925 -0.00064786951585061431 -0.00014438034763113863 6.0275536300207498e-05 -0.0006064174441124528 0.00051877586013622556 -0.00067812920826451628 0.00085010570389724288 -0.00018235185654344091 -0.00041546499729841626 0.00031066975385295019
leaf_weight=54 61 61 47 63 90 50 78 62 49 47 46 48 1364 56 60 55 46 147 439 56 87 65 50 435 51 51
leaf_count=54 61 61 47 63 90 50 78 62 49 47 46 48 1364 56 60 55 46 147 439 56 87 65 50 435 51 51
internal_value=0 -0.000456903 -0.00179996 -4.33015e-05 -0.000192397 -0.000618958 -1.38275e-05 -0.00027995 -0.000426281 -4.26193e-05 -0.000402346 8.93831e-06 2.37714e-05 1.51895e-05 8.43658e-05 -4.29067e-06 -9.99424e-05 1.78646e-05 -7.33083e-05 -1.34946e-05 9.81349e-06 -9.57814e-06 1.34815e-05 -9.31599e-06 0.000210524 -4.43719e-05
internal_weight=0 575 150 3143 979 253 203 125 103 726 93 633 2164 425 364 308 253 207 585 495 2103 1914 1849 1799 189 102
internal_count=3718 575 150 3143 979 253 203 125 103 726 93 633 2164 425 364 308 253 207 585 495 2103 1914 1849 1799 189 102
is_linear=0
shrinkage=0.0995203


Tree=7486
num_leaves=24
num_cat=0
split_feature=1 1 26 1 1 19 18 4 18 18 21 21 1 1 0 20 3 3 3 3 20 26 0
split_gain=0.00679717 0.033109 0.00837766 0.00276963 0.023156 0.00173633 0.00147505 0.00243851 0.00518625 0.00225023 0.00126625 0.00124455 0.00115054 0.000898058 0.000885164 0.000754136 0.00346843 0.00137018 0.00234806 0.00184447 0.00162064 0.00110504 0.00147984
threshold=-0.095674999999999996 -0.10771499999999999 -0.093999999999999986 0.064860000000000015 0.073820000000000011 -0.099114999999999995 -0.097059999999999994 0.10787500000000001 -0.047715 -0.14734 -0.091869999999999993 -0.085204999999999989 -0.09225499999999999 0.057265000000000017 -0.08076499999999999 0.0013750000000000004 0.12061000000000002 0.11404500000000002 0.10377500000000002 0.093835000000000016 -0.058504999999999995 -0.054024999999999997 -0.13417999999999999
decision_type=2 2 2 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 -2 9 8 -8 -4 -7 -12 -13 -14 -10 17 -17 18 19 -6 -20 -19 -23
right_child=3 -3 6 4 15 10 7 -9 14 -11 11 12 13 -15 -16 16 -18 21 20 -21 -22 22 -24
leaf_value=-0.0014603244366060786 -0.00054625647263360766 -0.0028596541616262559 0.00010113433664988196 -0.0023718216577229951 -0.00015706171210530683 0.00049649167755561421 0.0011469365835657425 -0.00040460834136686103 0.00035241264457017916 -0.0006822408646059711 -0.00039695111441002756 0.00045625594196825684 2.8530883528908279e-06 0.00040023237676639433 -0.00012284170501625328 0.00023228254100903639 -0.0008727139816638933 0.00046635661510369358 -0.00089874852288834134 0.00050406812754314508 -8.3165348044385583e-05 0.00043154881950061973 -0.00018721968983889718
leaf_weight=46 54 50 65 46 136 55 48 83 52 78 71 60 2137 58 153 57 54 79 57 60 46 57 116
leaf_count=46 54 50 65 46 136 55 48 83 52 78 71 60 2137 58 153 57 54 79 57 60 46 57 116
internal_value=0 -0.000411507 -0.00017679 -3.89143e-05 -0.000212227 1.11418e-05 -5.18189e-05 6.00671e-05 0.000215746 -0.000320437 2.41271e-05 1.26058e-05 2.58639e-05 1.37263e-05 0 -6.09276e-05 -0.000297908 -1.17016e-05 -0.000157155 4.11484e-05 -0.000542456 0.000157631 1.19201e-05
internal_weight=0 575 525 3143 708 2435 479 336 253 143 2381 2326 2255 2195 205 662 111 551 299 196 103 252 173
internal_count=3718 575 525 3143 708 2435 479 336 253 143 2381 2326 2255 2195 205 662 111 551 299 196 103 252 173
is_linear=0
shrinkage=0.0995203


Tree=7487
num_leaves=24
num_cat=0
split_feature=18 3 1 1 1 17 18 3 3 0 0 3 1 26 1 0 0 17 0 1 1 3 1
split_gain=0.00602518 0.0377462 0.0522381 0.00352753 0.0243019 0.00107428 0.00286754 0.00134668 0.00395502 0.00191732 0.00187656 0.00112827 0.000990622 0.00124814 0.00096583 0.000957659 0.00179229 0.000865137 0.00263608 0.00258908 0.00149732 0.00313381 0.000897014
threshold=-0.091594999999999996 0.085625000000000021 -0.095674999999999996 0.066150000000000028 0.10055500000000002 -0.10811499999999999 -0.10726999999999999 0.10920500000000002 0.098455000000000029 -0.050494999999999991 -0.068899999999999989 0.088055000000000022 0.15756500000000004 0.087625000000000022 0.26846000000000009 -0.057604999999999996 -0.088329999999999992 -0.56005499999999986 0.12433000000000002 -0.44477499999999998 -0.093734999999999999 0.08802500000000002 -0.090939999999999993
decision_type=2 2 2 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 -5 6 7 8 -3 10 -9 -7 -6 15 -15 16 -14 -2 19 -19 21 -21 -22
right_child=3 5 -4 4 12 11 -8 9 -10 -11 -12 -13 13 14 -16 -17 -18 18 -20 20 22 -23 -24
leaf_value=-0.0040347218078283448 -0.00033895166077854461 0.0001126317236011671 0 -0.0024146816572367057 -0.00046442794181121875 0.00013641553739994708 0.00068516376583080331 0.00034230187185002478 -0.0009975846603562928 0.00056271200863772448 -0.00043780995684309417 -0.00045025254842439482 -0.00012455205594872278 0.00061440544825940447 2.4954180001346573e-05 -0.00042481467554645978 0.0005251504977661388 -0.00058794663947997082 0.00058786692152070408 0.0008035218647941861 -0.00041063599026553707 -8.7267823601175042e-06 2.0088135875300647e-05
leaf_weight=60 62 91 68 47 55 49 67 54 48 69 69 87 291 47 74 75 49 68 83 75 49 121 1960
leaf_count=60 62 91 68 47 55 49 67 54 48 69 69 87 291 47 74 75 49 68 83 75 49 121 1960
internal_value=0 -0.000359455 -0.0018944 -2.78942e-05 -0.000236181 6.93811e-06 9.09361e-05 -2.68725e-05 -0.000264863 0.000141159 -8.86663e-05 -0.00023286 -6.15476e-05 -1.86799e-05 0.00026068 -0.000102105 -2.85107e-05 2.67246e-05 3.66951e-05 1.62086e-05 3.52114e-05 0.000297906 9.17518e-06
internal_weight=0 662 128 3056 638 534 398 331 139 192 123 136 591 536 121 415 340 2418 2356 2273 2205 196 2009
internal_count=3718 662 128 3056 638 534 398 331 139 192 123 136 591 536 121 415 340 2418 2356 2273 2205 196 2009
is_linear=0
shrinkage=0.0995203


Tree=7488
num_leaves=21
num_cat=0
split_feature=6 6 0 6 1 5 5 3 1 9 26 5 5 5 9 19 26 9 9 9
split_gain=0.00209175 0.00551869 0.00974334 0.00156622 0.00151572 0.00439191 0.0128017 0.00372217 0.00618996 0.00276046 0.00285293 0.00157342 0.00221185 0.00197003 0.00132423 0.000998044 0.00114792 0.00210078 0.00178084 0.00176431
threshold=0.087670000000000012 0.088915000000000022 -0.084894999999999984 0.087235000000000021 -0.089819999999999997 -0.012704999999999999 -0.0060949999999999997 0.10871500000000002 -0.067015000000000005 0.083760000000000015 0.088435000000000027 -0.023589999999999996 -0.041054999999999994 -0.061665000000000005 -0.46256000000000003 -0.10411999999999999 -0.23202999999999999 0.12188500000000002 0.091310000000000016 0.097200000000000022
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 14 9 11 -7 8 -8 -3 -11 12 13 -6 -1 -16 18 19 -17 -18
right_child=1 4 -4 -5 5 6 7 -9 -10 10 -12 -13 -14 -15 15 16 17 -19 -20 -21
leaf_value=0.00058629651563203776 -0.0016557980627432869 -0.00035616751315337803 3.7556168952552731e-05 0.00060548801431335546 4.3082598635062784e-05 -0.0018015664942620498 -0.00018965044621105091 -0.00082655137094698431 0.0011163501260609185 0.0010501938915043708 0.00011665719622537311 0.00067029442697255648 -0.00053213721005375544 0.00066593655913667761 0.00048141544947834274 0.00013411152059625967 7.5854649740745604e-05 0.0005800396571563922 -0.00071159279344383834 -0.00019124657555819822
leaf_weight=48 58 53 78 55 308 51 141 50 48 54 87 47 54 61 54 47 2043 75 49 277
leaf_count=48 58 53 78 55 308 51 141 50 48 54 87 47 54 61 54 47 2043 75 49 277
internal_value=0 -8.54957e-05 -0.000678591 7.81081e-05 -8.73678e-08 -6.43221e-05 -0.000369593 -6.06003e-05 0.000137701 0.000247334 0.000479988 0.000122295 5.94708e-05 0.000148266 6.66062e-05 5.64829e-05 4.69426e-05 6.0751e-05 -0.000289023 4.36108e-05
internal_weight=0 1090 136 2648 954 760 290 239 189 194 141 470 423 369 2593 2545 2491 2395 96 2320
internal_count=3738 1090 136 2648 954 760 290 239 189 194 141 470 423 369 2593 2545 2491 2395 96 2320
is_linear=0
shrinkage=0.0995203


Tree=7489
num_leaves=23
num_cat=0
split_feature=6 6 18 8 18 0 17 17 5 3 1 17 8 3 5 18 1 6 6 17 17 1
split_gain=0.00169528 0.00446739 0.00835935 0.00142488 0.0028591 0.00189852 0.00141663 0.00477823 0.0105093 0.0029323 0.0038934 0.00270716 0.00238174 0.00222262 0.00185674 0.0022658 0.00193384 0.00116102 0.0011783 0.00110982 0.00588359 0.00107571
threshold=0.087670000000000012 0.088915000000000022 -0.015979999999999998 0.10068500000000002 -0.057764999999999997 -0.066264999999999991 0.0065250000000000013 -0.015464999999999998 -0.02504 0.10850000000000003 -0.077774999999999997 0.07134500000000002 -0.070134999999999989 0.091715000000000033 -0.040404999999999996 -0.069565000000000002 -0.048734999999999994 0.087235000000000021 0.086420000000000011 -0.56655999999999984 -0.55286000000000002 -0.094454999999999997
decision_type=2 2 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 17 -5 -6 7 9 -9 10 13 12 -8 -3 16 -16 -13 18 19 -1 -21 -22
right_child=1 6 -4 4 5 -7 11 8 -10 -11 -12 14 -14 -15 15 -17 -18 -19 -20 20 21 -23
leaf_value=-0.00032441490326210793 -0.0016845464587511674 0.00019208939913236333 -3.4044291480784355e-05 -0.00082133826851001925 -0.0003786671041915669 0.00038389167255741707 0.00091977983553454142 3.5650379897359243e-05 -0.0018425383716678513 -0.00054180345774614404 0.00091654705392013971 -0.00080998619639343695 7.5641948147354266e-05 -0.00041946867412600273 0.00057104420868940673 -0.00016507776596339383 3.0799636389417693e-05 0.00054522969069344628 -0.00034922591312413353 0.001218157428684383 0.00025425661322145556 5.1677886160350679e-05
leaf_weight=61 47 214 89 52 57 74 68 80 46 68 58 51 69 81 75 90 54 55 61 46 304 1938
leaf_count=61 47 214 89 52 57 74 68 80 46 68 58 51 69 81 75 90 54 55 61 46 304 1938
internal_value=0 -7.68377e-05 -0.000610458 7.04271e-05 -0.000196097 4.58422e-05 0 -0.000105373 -0.000643541 5.37497e-05 0.000170793 0.000139824 0.000500606 2.1395e-05 -4.02081e-05 0.000164562 -0.000369786 9.05457e-05 7.98294e-05 9.13199e-05 0.000102762 7.95113e-05
internal_weight=0 1090 136 2648 183 131 954 547 126 421 353 407 137 295 270 165 105 2465 2410 2349 2288 2242
internal_count=3738 1090 136 2648 183 131 954 547 126 421 353 407 137 295 270 165 105 2465 2410 2349 2288 2242
is_linear=0
shrinkage=0.0995203


Tree=7490
num_leaves=23
num_cat=0
split_feature=6 6 2 2 17 26 6 8 1 18 26 2 26 8 18 26 10 2 17 26 17 0
split_gain=0.00144765 0.0089869 0.00200454 0.00268223 0.010435 0.00217684 0.00261508 0.00148414 0.0022069 0.00280618 0.00169401 0.00240086 0.00172023 0.00114628 0.00231766 0.00207355 0.00124597 0.00130828 0.00122074 0.00115369 0.00167181 0.00128541
threshold=0.088315000000000018 0.088845000000000021 -0.087444999999999995 -0.082174999999999984 -0.040099999999999997 0.084355000000000027 0.10384500000000003 -0.053049999999999993 -0.049499999999999995 0.088250000000000009 0.10924500000000002 -0.076524999999999996 0.089625000000000024 0.10068500000000002 -0.057764999999999997 -0.23202999999999999 0.086275000000000018 0.50951500000000005 -0.56368999999999991 0.093835000000000016 -0.46515999999999996 -0.052884999999999995
decision_type=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 5 4 -4 -3 -7 10 9 -9 12 -12 -5 16 -15 -16 17 18 -1 20 -20 -21
right_child=1 2 3 7 -6 6 -8 8 -10 -11 11 -13 -14 14 15 -17 -18 -19 19 21 -22 -23
leaf_value=-0.00037115184415716828 -0.0013381677756035318 -0.00011957857039246555 0.00032469042845625261 0.00036972545314630396 -0.0012166282887239395 0.0011471314601024861 9.3476982653929876e-05 3.5604009088464309e-05 0.00031000528906278973 -0.00099556736478635666 2.3033381352391368e-05 0.00099128675124795455 -0.00011706955817385688 -0.00073959853723042264 -0.00046440072340801552 0.00035244484899633459 0.00044754139950872989 0.00057732306969585209 0.00042521276491032042 -2.1589156605925852e-05 7.0470434992275864e-05 -0.00059300777370158056
leaf_weight=64 53 66 89 97 84 47 50 47 46 55 59 47 277 52 49 82 89 49 143 280 1867 46
leaf_count=64 53 66 89 97 84 47 50 47 46 55 59 47 277 52 49 82 89 49 143 280 1867 46
internal_value=0 -7.63903e-05 -6.16944e-06 -7.17389e-05 -0.000418964 0.000311024 0.00061245 2.26103e-05 -0.000251252 -0.000512394 0.000108757 0.000460076 6.99595e-06 6.25813e-05 -0.000176581 4.06581e-05 8.01484e-05 6.64626e-05 5.56914e-05 6.77362e-05 9.61156e-05 -0.00010473
internal_weight=0 1017 964 801 173 163 97 628 148 102 480 106 374 2721 183 131 2538 2449 2400 2336 2010 326
internal_count=3738 1017 964 801 173 163 97 628 148 102 480 106 374 2721 183 131 2538 2449 2400 2336 2010 326
is_linear=0
shrinkage=0.0995203


Tree=7491
num_leaves=21
num_cat=0
split_feature=6 6 3 3 26 18 6 3 3 3 9 8 26 4 10 10 9 26 26 6
split_gain=0.00119822 0.00889004 0.00165058 0.00350481 0.00958582 0.00167949 0.00151057 0.00152818 0.00397229 0.00271784 0.00136192 0.000924278 0.00263125 0.00163346 0.0010143 0.00111024 0.000758279 0.00111297 0.0062356 0.00259062
threshold=0.088750000000000023 0.089315000000000019 0.087675000000000017 0.089655000000000026 0.090930000000000025 -0.007069999999999999 0.091495000000000007 0.097880000000000023 0.10850000000000003 0.096385000000000012 0.088285000000000016 0.10068500000000002 -0.2382 0.10398500000000002 0.086275000000000018 0.081365000000000021 -0.46256000000000003 0.090275000000000022 0.089485000000000023 0.086420000000000011
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 5 4 10 -3 -5 9 -9 -8 -4 14 -13 -14 15 16 -1 18 -18 -19
right_child=1 2 3 6 -6 -7 7 8 -10 -11 -12 12 13 -15 -16 -17 17 19 -20 -21
leaf_value=0.00046283485779171284 -0.0013515305628104414 0.00059174474049495491 -0.00027960743268659908 0.00055918309883791733 -0.0016872395053002321 -0.00010298288684166121 -1.3974090173676991e-05 0.00070107912176070955 -0.00012452454146023476 -0.00080048727907274192 0.00042974490830893932 0.00026730269619062899 -6.2980115755976239e-05 -0.00087159756775827951 0.00040300204140071816 -0.00041755327157894941 6.5326833778756355e-05 1.2883690110785504e-06 0.001193103142977012 -0.00076561412303553875
leaf_weight=48 51 85 62 52 46 55 281 93 149 52 47 79 50 54 89 47 1844 456 50 48
leaf_count=48 51 85 62 52 46 55 281 93 149 52 47 79 50 54 89 47 1844 456 50 48
internal_value=0 -7.24668e-05 -8.28003e-07 -5.80533e-05 -0.000482263 0.000312969 4.55095e-05 0 0.00018937 -0.000139251 1.87498e-05 5.57448e-05 -0.000159008 -0.000490711 7.12825e-05 5.91117e-05 6.86056e-05 6.0373e-05 9.55314e-05 -7.01258e-05
internal_weight=0 973 922 782 155 140 627 575 242 333 109 2765 183 104 2582 2493 2446 2398 1894 504
internal_count=3738 973 922 782 155 140 627 575 242 333 109 2765 183 104 2582 2493 2446 2398 1894 504
is_linear=0
shrinkage=0.0995203


Tree=7492
num_leaves=20
num_cat=0
split_feature=1 1 18 3 26 26 1 6 3 5 19 26 1 0 1 1 26 6 26
split_gain=0.00301218 0.0107611 0.00298198 0.00379374 0.0015399 0.0018572 0.00176695 0.00230171 0.00162959 0.00114077 0.00243686 0.0011231 0.000952113 0.00093126 0.00873519 0.00222528 0.00168789 0.00643113 0.00215597
threshold=-0.082489999999999994 -0.084204999999999988 -0.14343999999999998 0.087170000000000011 0.089725000000000013 0.092955000000000024 -0.08616 0.091615000000000016 0.084795000000000023 0.51659500000000014 -0.016414999999999996 0.10089500000000003 -0.081889999999999991 -0.071799999999999989 -0.072579999999999992 -0.063809999999999992 0.096980000000000025 0.098855000000000012 0.095245000000000024
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 -6 7 8 -4 10 -2 -7 -12 16 -15 -16 18 -18 -14
right_child=9 -3 4 -5 5 11 -8 -9 -10 -11 12 -13 13 14 15 -17 17 -19 -20
leaf_value=0.00124041670462846 -0.00071562519074289338 0.0012710380769436467 0.00038777390788419561 -4.7642346305294177e-07 0.00065365659841324177 -0.0003440294676006452 -0.00049545363580823535 -0.00047369706852572782 -8.1721074270169712e-06 0.00038054056794236822 -0.00044375572181745763 0.00025415688178547933 -1.7646881622629727e-06 0.0013384287859920859 -0.00063897463843009779 6.5978078694009599e-05 -3.5065185536745808e-05 -0.0012953780604850818 0.00068117520871722873
leaf_weight=49 48 85 143 46 80 47 73 79 354 75 47 90 1685 53 50 389 253 48 47
leaf_count=49 48 85 143 46 80 47 73 79 354 75 47 90 1685 53 50 389 253 48 47
internal_value=0 0.000196887 0.000101027 0.000630946 4.19498e-05 0.000271877 -3.36673e-05 2.34365e-05 0.000104105 -1.79558e-06 -1.30528e-05 4.29642e-05 0 8.32012e-06 0.00013141 -1.2448e-05 -2.10657e-05 -0.000238765 1.62951e-05
internal_weight=0 1046 961 95 866 217 649 576 497 2695 2620 137 2572 2525 492 439 2033 301 1732
internal_count=3741 1046 961 95 866 217 649 576 497 2695 2620 137 2572 2525 492 439 2033 301 1732
is_linear=0
shrinkage=0.0995203


Tree=7493
num_leaves=24
num_cat=0
split_feature=3 3 17 18 2 17 9 2 26 3 2 2 3 3 3 3 2 3 2 17 2 26 6
split_gain=0.00193621 0.00817653 0.0134327 0.004794 0.00180001 0.00182889 0.00171927 0.00291314 0.00237928 0.000891687 0.00128627 0.00345315 0.00293346 0.00171918 0.001894 0.00163179 0.00112926 0.00339733 0.00183136 0.00172251 0.00333534 0.00256665 0.00102305
threshold=0.086015000000000022 0.085355000000000028 -0.015100000000000001 -0.12881499999999999 0.091030000000000014 0.10932500000000002 0.084795000000000023 -0.084869999999999987 0.085635000000000031 0.086375000000000021 -0.079954999999999984 -0.080604999999999996 0.08785500000000003 0.089305000000000009 0.10807500000000002 0.10525500000000003 -0.081915000000000002 0.091715000000000033 -0.081204999999999986 0.00079000000000000023 -0.086934999999999998 0.11215000000000001 -0.13803499999999999
decision_type=2 2 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 8 -8 -5 -2 11 16 -12 -14 15 -15 19 18 -18 21 -21 -11 -16
right_child=9 2 -4 4 -6 -7 7 -9 -10 10 12 -13 13 14 22 -17 17 -19 -20 20 -22 -23 -24
leaf_value=0.00103246460824115 -0.00035382995783710315 0 0.0020881187456191965 3.4199179320803177e-05 -0.0005745637212665448 0.00055671592333469586 0.00064761127138415005 -0.0001453844187754535 -0.00050079155705133279 -2.6812506672354937e-05 -0.00069518481478115309 0.00072349510470158768 0.00047652142425637622 -9.4941484732940945e-05 -0.00011691291655734714 -0.00059022104555454921 -0.00028470269156533003 -0.00088619645803128273 0.00049271577071914195 -5.6014190105691412e-05 0.00069941956243520383 0.00071680611443068558 0.00015363389699649566
leaf_weight=46 65 67 55 227 53 59 85 97 127 729 65 81 68 691 185 74 60 49 59 110 118 49 522
leaf_count=46 65 67 55 227 53 59 85 97 127 729 65 81 68 691 185 74 60 49 59 110 118 49 522
internal_value=0 0.000183757 0.000935509 5.04253e-05 -1.80242e-05 3.01742e-05 -2.62575e-05 0.000220473 -0.00015542 1.00324e-05 1.85882e-05 9.42598e-05 -4.00717e-05 -1.18893e-05 -3.50079e-05 -0.000143921 5.01485e-05 -0.000187117 9.38609e-05 9.05851e-05 0.000331366 1.89699e-05 8.16823e-05
internal_weight=0 816 122 694 648 595 536 182 354 2925 2860 1255 1605 1540 1472 765 1174 168 119 1006 228 778 707
internal_count=3741 816 122 694 648 595 536 182 354 2925 2860 1255 1605 1540 1472 765 1174 168 119 1006 228 778 707
is_linear=0
shrinkage=0.0995203


Tree=7494
num_leaves=23
num_cat=0
split_feature=1 1 18 0 9 0 0 1 0 5 5 19 9 8 26 9 8 8 9 9 20 17
split_gain=0.00248071 0.0170625 0.00209386 0.00203884 0.00175392 0.0041246 0.00255861 0.00199255 0.00155395 0.00130791 0.000895165 0.00196808 0.000839541 0.00134951 0.00151723 0.000995632 0.001563 0.00249245 0.00175304 0.00142881 0.00124822 0.000518875
threshold=-0.083684999999999996 -0.084514999999999993 -0.14343999999999998 0.047575000000000013 0.08401500000000002 -0.087184999999999999 -0.083694999999999992 -0.095674999999999996 -0.081674999999999984 0.2686150000000001 0.51659500000000014 -0.016414999999999996 0.11582000000000002 -0.06520999999999999 0.11861500000000001 0.097990000000000022 -0.065539999999999987 0.053925000000000008 0.10341500000000002 0.09649000000000002 -0.083404999999999993 -0.092649999999999996
decision_type=2 2 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 -7 9 -8 21 11 -2 15 -14 -15 19 18 -18 -17 20 -13 -4
right_child=10 -3 4 -5 5 6 8 -9 -10 -11 -12 12 13 14 -16 16 17 -19 -20 -21 -22 -23
leaf_value=6.439507073242462e-05 -0.00064664245876862921 0.0020295419566617131 0.00030943771328362344 0.0010063641083633108 0.0010180807791004547 -0.00050130416011786953 0.00056667500412540509 -0.00060001403668914842 5.9133029548250766e-05 -0.0004909201230020023 0.00033338865162574279 0.0001494301184758749 -0.00021480827224380758 0.00076626914655274594 4.5489351677360909e-05 -0.00028490599914917763 -0.00070184605706511511 3.672010761936487e-05 0.00056960188514215292 0.00043381472661870735 -4.7880648107764995e-05 -1.6444937196435228e-05
leaf_weight=49 48 47 73 46 49 69 74 74 338 46 75 389 50 57 64 48 100 79 46 74 1715 131
leaf_count=49 48 47 73 46 49 69 74 74 338 46 75 389 50 57 64 48 100 79 46 74 1715 131
internal_value=0 0.000177854 8.52845e-05 0.000529124 3.49527e-05 0.000147237 5.68211e-05 -0.000146196 0.00015228 -8.59067e-06 -5.23598e-06 -1.50545e-05 -3.18004e-06 0.000209639 0.000391796 -1.83619e-05 -0.000197578 -0.000371313 0.000124549 3.72604e-06 -1.10116e-05 9.61571e-05
internal_weight=0 996 949 95 854 530 481 324 412 250 2745 2670 2622 171 121 2451 273 179 94 2178 2104 204
internal_count=3741 996 949 95 854 530 481 324 412 250 2745 2670 2622 171 121 2451 273 179 94 2178 2104 204
is_linear=0
shrinkage=0.0995203


Tree=7495
num_leaves=28
num_cat=0
split_feature=3 26 5 5 18 2 18 18 6 26 11 3 6 9 17 2 17 17 17 26 5 20 20 4 29 18 2
split_gain=0.00153354 0.00664672 0.0105464 0.00260261 0.00172191 0.00369463 0.00699143 0.0022236 0.00203633 0.0012661 0.000823492 0.000819283 0.00187176 0.0015584 0.000711677 0.000882106 0.00191478 0.00524951 0.00168823 0.00320355 0.00167748 0.00147049 0.0048517 0.00367471 0.00255766 0.00140348 0.000508167
threshold=0.086015000000000022 0.088435000000000027 -0.011764999999999999 0.066275000000000014 -0.011039999999999999 -0.087444999999999995 -0.026374999999999999 -0.007069999999999999 0.079640000000000016 0.085635000000000031 -0.08577499999999999 0.086895000000000014 0.087765000000000024 0.084915000000000032 0.55642000000000025 -0.076254999999999989 0.11180000000000002 0.26430000000000003 0.043850000000000007 0.11575500000000001 -0.06971999999999999 -0.07650499999999999 -0.069854999999999987 0.09939000000000002 -1.0000000180025095e-35 0.10861000000000003 -0.082644999999999982
decision_type=2 2 2 2 2 2 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 -1 8 -6 -7 10 -9 12 13 -2 15 16 18 -18 19 -13 -20 23 -23 24 -17 -24 -19
right_child=11 2 -4 -5 7 6 -8 9 -10 -11 -12 14 -14 -15 -16 21 17 26 20 -21 -22 22 25 -25 -26 -27 -28
leaf_value=0.00030479442745762826 -7.6696270080132668e-05 4.2757673555182397e-05 0.0018936414373702062 0.00057077732852854406 0.00067615585745093676 -0.00046617940499288043 -0.0015135958037812249 -0.00022858611034707647 0.00041274280782383697 -0.00038829391739758466 0.00019662279974517067 3.1973683144362395e-05 0.00021811634007796467 -0.00091262075354214725 -0.00027977382791320368 -4.8435121806058207e-05 0.0011613059698378646 -0.00021068679609685177 -1.9157371742736545e-05 0.00070569413076384505 -0.00077755664014837647 0.00073254299772535663 -0.00010663493063395919 0.00023769589228013062 -0.00090623091565908637 0.00021607141345588731 0.00022702733258849392
leaf_weight=78 47 74 53 80 56 58 49 57 47 67 197 1091 57 46 77 60 58 59 81 75 47 86 755 90 88 161 47
leaf_count=78 47 74 53 80 56 58 49 57 47 67 197 1091 57 46 77 60 58 59 81 75 47 86 755 90 88 161 47
internal_value=0 0.000159742 0.00082162 3.65526e-05 -3.22805e-05 -0.000246608 -0.000531206 9.74422e-05 -6.49606e-05 -9.67069e-07 9.79789e-05 5.1253e-06 -0.000221018 -0.000498967 1.76443e-05 2.64359e-05 7.90871e-05 0.000399973 3.77858e-05 7.60112e-05 -0.000304028 -3.48116e-05 1.72424e-05 -0.000257403 -0.000564007 -4.9021e-05 -8.8831e-06
internal_weight=0 816 127 689 609 232 154 377 105 321 254 2925 150 93 2775 2698 1458 164 1294 1166 128 1240 1002 238 148 916 106
internal_count=3741 816 127 689 609 232 154 377 105 321 254 2925 150 93 2775 2698 1458 164 1294 1166 128 1240 1002 238 148 916 106
is_linear=0
shrinkage=0.0995203


Tree=7496
num_leaves=25
num_cat=0
split_feature=3 3 13 3 1 4 0 26 8 26 0 3 3 19 11 0 0 0 3 0 3 18 6 1
split_gain=0.0016403 0.0135256 0.0014005 0.00124871 0.0015656 0.00122744 0.00138775 0.00108475 0.00180598 0.00123254 0.00197388 0.00143581 0.00415829 0.0020751 0.00103292 0.00153838 0.00368806 0.00251618 0.00139032 0.0011799 0.000680239 0.000644723 0.000558051 0.000246257
threshold=0.08400500000000001 0.083595000000000017 0.089365000000000014 0.12212000000000002 -0.52333999999999992 0.11509500000000002 -0.086944999999999995 0.12158000000000002 -0.054384999999999996 0.11624000000000002 -0.069824999999999984 0.097095000000000029 0.096035000000000023 -0.050215000000000003 -0.37931999999999999 -0.057604999999999996 -0.065939999999999985 -0.042499999999999996 0.14940500000000004 -0.096019999999999994 0.082130000000000022 -0.0060599999999999994 -0.13803499999999999 0.0022300000000000006
decision_type=2 2 2 2 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 6 20 9 -9 11 -11 12 -6 -13 -5 16 19 -17 -19 22 -1 -8 -16 -10
right_child=3 -3 -4 14 7 -7 21 8 23 10 -12 13 -14 -15 15 17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=3.3843551543894284e-05 -0.00056179176489795483 -0.0015141962966031381 0.00056003839422067196 -0.00019325013158447534 1.9183105744185448e-05 -0.00037886772219012743 0.00063852218467828166 0.00077313418497318366 -0.00014376354242098856 -0.00073257747160609694 0.00011421704490603631 -0.00069108838841193464 0.00082504502778060578 -6.5335412809613895e-05 -0.00012425401664828252 0.0010267286648586748 -0.00069601776479004656 0.0005361722434686141 -0.00013631081437130447 0.00067290610644447425 -0.00043946989345724873 0.00011550234862115626 0.00030461807542262549 0.00017889759907808916
leaf_weight=79 50 65 46 65 1707 75 46 47 47 59 48 57 66 745 56 53 50 59 60 52 46 57 61 46
leaf_count=79 50 65 46 65 1707 75 46 47 47 59 48 57 66 745 56 53 50 59 60 52 46 57 61 46
internal_value=0 -0.000195713 4.75043e-05 1.42482e-05 -9.77343e-06 -2.76044e-05 8.43523e-05 0 0.00027007 -1.409e-05 -0.000345056 -1.93231e-08 4.96431e-05 -0.00011083 0.000167338 0.000229376 5.02059e-05 0.000452745 0.000190226 0.000275826 -0.000133787 0.000357032 9.23492e-05 7.02987e-06
internal_weight=0 414 349 3328 2872 303 228 2822 140 2682 107 2575 1773 802 456 391 219 172 119 169 125 103 117 93
internal_count=3742 414 349 3328 2872 303 228 2822 140 2682 107 2575 1773 802 456 391 219 172 119 169 125 103 117 93
is_linear=0
shrinkage=0.0995203


Tree=7497
num_leaves=30
num_cat=0
split_feature=2 2 5 10 4 5 2 3 5 5 3 3 3 3 0 0 8 18 21 3 5 3 0 6 3 3 3 8 4
split_gain=0.00187557 0.00881004 0.0226601 0.00157474 0.00366925 0.00137189 0.00508911 0.00226021 0.00168452 0.00249426 0.000572334 0.00126862 0.00354079 0.00295011 0.00270505 0.00298287 0.00193554 0.0032735 0.00187317 0.00180947 0.00175627 0.00163977 0.0017604 0.000884017 0.00114403 0.00130336 0.00113983 0.000903179 0.000529087
threshold=-0.082794999999999994 -0.083665000000000003 -0.0089549999999999994 0.09056500000000002 0.10649000000000002 -0.021739999999999999 -0.086254999999999984 0.087570000000000023 -0.016339999999999997 -0.014374999999999999 0.12212000000000002 0.096775000000000014 0.096035000000000023 0.097880000000000023 -0.068604999999999985 -0.072529999999999997 -0.073999999999999996 0.022040000000000008 0.098000000000000018 0.094285000000000022 -0.055004999999999991 0.093245000000000022 -0.071799999999999989 -0.017084999999999999 0.14823500000000003 0.13640000000000005 0.14530500000000005 -0.072175000000000003 0.14727500000000002
decision_type=2 2 2 2 2 2 2 2 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 7 -1 -7 -10 11 12 19 -13 15 18 -16 -18 -15 21 -21 22 -2 24 25 27 -25 -12 -26
right_child=10 2 -4 -5 -6 8 -8 -9 9 -11 23 13 -14 14 16 -17 17 -19 -20 20 -22 -23 -24 26 28 -27 -28 -29 -30
leaf_value=-0.00036378822256812531 -5.2114193883650748e-06 8.5859749411561784e-05 -0.0025483245724829519 0.00041981661490786106 -0.00081607117964471797 0.00060228839014116761 -0.00098214320780349923 0.00032406577904586862 -0.00065046259933383309 6.9106674994570016e-05 0.00028968859763589538 -0.00076371580588650162 0.00089604416867509822 -0.000165861757773739 -0.00085915221702214143 0.00069569068904111963 0.00019904801098873304 -0.00082553905818503678 0.00028707334777985872 5.4643493460534091e-05 -0.00074980363371043325 0.0005068325890914768 0.00035230846087250803 2.6472282216678304e-05 -0.00039393866210280822 0.00053883097874126741 0.00064173574879638931 -0.00031691206641712346 3.858453970537678e-05
leaf_weight=79 866 90 50 77 58 53 63 117 51 724 47 58 51 249 52 72 92 46 142 51 53 85 161 57 61 71 70 50 46
leaf_count=79 866 90 50 77 58 53 63 117 51 724 47 58 51 249 52 72 92 46 142 51 53 85 161 57 61 71 70 50 46
internal_value=0 -0.000101171 -0.000849074 -1.48162e-05 -4.47597e-05 -2.85105e-06 -0.00020347 4.26418e-05 5.89142e-05 2.0698e-05 4.52157e-05 2.27278e-05 8.27573e-05 -8.30933e-05 -2.13861e-05 0.000107029 -0.000338623 -0.000136549 0 4.79742e-05 -0.000347444 8.56919e-05 5.00389e-05 0.000153829 5.00778e-05 0.000214445 0.00037204 -1.45527e-05 -0.000200343
internal_weight=0 1362 140 1222 1145 1087 259 196 828 775 2380 1978 1267 711 653 463 190 138 391 1216 104 1112 1027 402 275 168 127 97 107
internal_count=3742 1362 140 1222 1145 1087 259 196 828 775 2380 1978 1267 711 653 463 190 138 391 1216 104 1112 1027 402 275 168 127 97 107
is_linear=0
shrinkage=0.0995203


Tree=7498
num_leaves=22
num_cat=0
split_feature=3 18 5 18 17 3 1 5 4 4 19 21 4 4 17 17 21 8 8 1 4
split_gain=0.00138749 0.0118123 0.00152669 0.00191717 0.00195882 0.000830986 0.00124746 0.00105998 0.00109585 0.00216242 0.0010599 0.00188982 0.000955926 0.00287813 0.00111728 0.00188383 0.00176033 0.000898375 0.000802912 0.00060769 0.000390735
threshold=0.08400500000000001 -0.095799999999999982 -0.0091849999999999987 -0.0086449999999999982 0.006145000000000002 0.12212000000000002 -0.52333999999999992 -0.46834999999999999 0.13271500000000006 0.11785500000000003 0.0069650000000000016 0.099685000000000024 0.10925500000000002 0.10533000000000002 -0.0064000000000000003 -0.0090649999999999984 0.094640000000000016 -0.087635000000000005 -0.080569999999999989 -0.03694999999999999 0.10606500000000003
decision_type=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 18 6 -2 -7 9 10 11 -9 13 14 15 -8 -16 -14 20 -10 -5
right_child=5 2 -4 4 -6 7 12 8 19 -11 -12 -13 17 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0015096020586053477 -0.00049820727461988073 -0.00057605161197979882 0.00041582422745485012 -0.0001296676545880822 0.0005730362415514445 -0.0001704138459658084 -1.9263492595523469e-05 -4.3555200391592885e-05 0.00025001888803730229 0.00085243802372898792 -0.00020626597722806688 0.00070205622941698438 0 -0.00060771473662146085 0.00014501210316477642 -0.00049283503402230565 -0.00014798120756754057 0.000586449479687606 -0.00038170221625158797 -0.00019969403482721556 0.00026614831957921884
leaf_weight=57 50 60 80 47 55 86 1364 67 48 61 53 64 48 77 934 89 257 53 66 77 49
leaf_count=57 50 60 80 47 55 86 1364 67 48 61 53 64 48 77 934 89 257 53 66 77 49
internal_value=0 -0.00017892 3.12486e-05 -7.68649e-05 5.73867e-05 1.41891e-05 -5.35224e-06 0.000139061 0.000213205 0.000335761 0.000160022 0.000314464 3.09005e-06 -7.77616e-06 9.38597e-06 -4.88344e-05 8.11012e-05 0.000303937 -0.000112626 -2.04552e-05 6.38361e-05
internal_weight=0 414 357 277 217 3328 2872 456 370 245 184 131 2822 2721 2644 1453 1191 101 162 125 96
internal_count=3742 414 357 277 217 3328 2872 456 370 245 184 131 2822 2721 2644 1453 1191 101 162 125 96
is_linear=0
shrinkage=0.0995203


Tree=7499
num_leaves=26
num_cat=0
split_feature=9 9 4 5 0 0 0 18 18 8 3 5 9 17 0 6 0 0 0 1 3 5 20 4 0
split_gain=0.0015608 0.00392291 0.0036271 0.00188933 0.00150829 0.0185373 0.00388609 0.00299652 0.003933 0.00207941 0.00183198 0.00361351 0.00366955 0.00232927 0.00194831 0.00439484 0.00165326 0.00187789 0.00117856 0.000814048 0.00161959 0.00106115 0.00202403 0.00086384 0.00075587
threshold=0.11007500000000002 0.11351500000000002 0.12719000000000005 -0.081415000000000001 -0.082494999999999999 -0.082224999999999993 -0.084369999999999987 -0.082304999999999989 -0.01264 -0.084794999999999995 0.088115000000000013 -0.084089999999999984 0.087435000000000027 -0.092649999999999996 -0.080614999999999992 0.091025000000000023 -0.079564999999999983 -0.078809999999999991 -0.084759999999999988 0.41696500000000009 0.12015500000000003 -0.53313499999999991 -0.048779999999999997 0.10515500000000001 -0.061654999999999995
decision_type=2 2 2 2 2 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 -6 18 -8 -9 -10 11 -7 13 -13 15 -12 -16 -18 19 21 -21 22 -1 -23 -5
right_child=1 2 -4 24 5 10 7 8 9 -11 14 12 -14 -15 16 -17 17 -19 -20 20 -22 23 -24 -25 -26
leaf_value=0.00010544710982518202 0.0010073758918912443 0.00071557884764121245 -0.00068994114283126527 0.00024918498794411666 -0.0019636124481057964 -0.00053316977920597481 -0.0002032011482909231 0.0012775630535838661 0.0007094150430178404 -0.00021258858990521085 4.8486623997823684e-05 0.00048333194109189857 0.0011109763220133991 -0.00016088681031191553 0.0003948475161234396 -0.0012321631567357065 -0.00070092901579074446 -5.4653360118024017e-05 -0.00050683921585746399 0.00064493368548847109 -0.00010192314701824996 -2.3902206829122913e-05 -0.00079097937502397209 0.00024370923593446074 -0.00022283654471587057
leaf_weight=48 51 59 52 75 51 58 52 62 48 47 60 108 49 112 76 46 47 986 47 55 57 1255 49 132 60
leaf_count=48 51 59 52 75 51 58 52 62 48 47 60 108 49 112 76 46 47 986 47 55 57 1255 49 132 60
internal_value=0 0.000212246 4.40743e-05 0.000245041 -2.54462e-05 -9.65865e-05 3.53033e-05 0.000439637 0.000657766 0.000244649 -3.43056e-05 0.000173933 0.000329437 0.000151645 -9.10237e-05 -0.000499544 -5.12385e-05 -8.48505e-05 -1.56323e-05 -6.5402e-07 0.000257528 -2.06911e-05 -0.000338948 9.76016e-07 3.33337e-05
internal_weight=0 297 246 194 3445 1593 1852 209 157 95 1542 327 269 220 1215 106 1109 1033 1643 1596 112 1484 97 1387 135
internal_count=3742 297 246 194 3445 1593 1852 209 157 95 1542 327 269 220 1215 106 1109 1033 1643 1596 112 1484 97 1387 135
is_linear=0
shrinkage=0.0995203


Tree=7500
num_leaves=13
num_cat=0
split_feature=28 5 18 8 21 4 9 20 11 4 4 4
split_gain=0.00718669 0.00349318 0.00340007 0.0166256 0.00156498 0.00152456 0.0022361 0.00339412 0.000795453 0.000950495 0.00180909 0.00168167
threshold=0.080375000000000016 0.62931500000000018 -0.099739999999999995 -0.08731499999999999 0.15895000000000004 0.085990000000000025 0.083760000000000015 -0.073314999999999991 0.083750000000000033 0.13954000000000003 0.14727500000000002 0.11762500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -5 -8 9 11 -11 -4
right_child=-2 -3 4 5 -6 -7 7 -9 -10 10 -12 -13
leaf_value=-0.0020086344806700272 -0.00093375049768097402 0.00068157134035832861 1.0969418997892298e-05 -0.00064307230079184354 0.00060031517388614065 0.00037152455845022636 -0.00035322617446388377 0.00038670668258543312 0.00040966320889358391 -0.00072003703839724424 6.6035794520070544e-05 0.00031830714474531636
leaf_weight=48 81 76 2755 68 48 71 128 118 53 49 67 189
leaf_count=48 81 76 2755 68 48 71 128 118 53 49 67 189
internal_value=0 1.38853e-05 -6.00931e-09 -0.000261771 3.55921e-05 -4.18536e-05 -0.000137932 0 2.66215e-05 1.97196e-05 -0.000258955 3.09781e-05
internal_weight=0 3670 3594 433 3161 385 314 246 3113 3060 116 2944
internal_count=3751 3670 3594 433 3161 385 314 246 3113 3060 116 2944
is_linear=0
shrinkage=0.0995203


Tree=7501
num_leaves=16
num_cat=0
split_feature=28 0 17 21 17 17 0 1 0 3 1 1 1 36 8
split_gain=0.00582842 0.00206092 0.00745877 0.00201705 0.00232197 0.0254432 0.00207481 0.00196013 0.00185361 0.00147551 0.00112053 0.00353131 0.0014232 0.00100605 0.00182518
threshold=0.080375000000000016 0.12433000000000002 -0.16408999999999999 0.15544000000000005 -0.09744499999999999 -0.10811499999999999 -0.052884999999999995 -0.041095 -0.067839999999999998 0.084735000000000019 -0.087944999999999995 -0.083284999999999984 -0.090374999999999997 0.08605500000000002 -0.08176499999999999
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 8 -8 -1 13 12 -12 -11 14 -6
right_child=-2 2 -4 -5 9 -7 7 -9 -10 10 11 -13 -14 -15 -16
leaf_value=0 -0.00084082337726745771 0.0014034534744090488 -0.00016897963608461538 0.00054343984453927787 0.00013567143958472352 -0.0023560164965640298 -0.00011776066214277388 -0.00084162024241800229 0.00049569307361759071 7.2326493121334455e-05 -0.00055384288245040846 1.1777219948246517e-05 0.00069995860828461851 -9.3272959293494979e-05 0.0006606842520563976
leaf_weight=515 81 47 80 66 243 49 168 49 88 156 116 1867 48 85 93
leaf_count=515 81 47 80 66 243 49 168 49 88 156 116 1867 48 85 93
internal_value=0 1.25701e-05 0.000406499 -1.31939e-06 -1.18954e-05 -0.000152961 -2.03164e-05 -0.000284985 7.35717e-05 3.47945e-05 1.57379e-06 -2.08972e-05 0.000224018 0.000205424 0.000283424
internal_weight=0 3670 127 3543 3477 869 820 217 603 2608 2187 1983 204 421 336
internal_count=3751 3670 127 3543 3477 869 820 217 603 2608 2187 1983 204 421 336
is_linear=0
shrinkage=0.0995203


Tree=7502
num_leaves=19
num_cat=0
split_feature=27 18 10 10 21 0 1 1 9 12 1 0 17 0 20 26 2 9
split_gain=0.00429823 0.0467893 0.00294579 0.00682341 0.00210057 0.00115927 0.00150834 0.00212711 0.0012409 0.00201892 0.0014944 0.0010884 0.00101168 0.00080799 0.00115206 0.000838012 0.00136313 0.00152061
threshold=1.0000000180025095e-35 -0.087864999999999985 0.086275000000000018 0.091080000000000022 0.15544000000000005 -0.08176499999999999 0.50644500000000015 0.41291000000000005 -0.063329999999999984 -0.0079749999999999995 -0.50597999999999999 -0.082135 -0.55286000000000002 -0.014889999999999999 -0.085349999999999995 0.090275000000000022 -0.046564999999999995 -0.073629999999999987
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 7 11 9 -7 -10 -1 -12 14 -3 16 -16 -18
right_child=1 13 3 -5 -6 8 -8 -9 10 -11 12 -13 -14 -15 15 -17 17 -19
leaf_value=4.0567174188355932e-05 -0.0031962287314890371 -0.00040473598831527015 0.0014193806976014749 -0.00023836690374905847 0.00064395354987899982 -0.00025437524559584161 -0.00047707056715119261 0.00069763629507167257 -0.00049228603538809348 0.00058326392614200129 0.00038895874336202212 0.00050944639050809297 -7.9736893051592865e-05 0.00038741089307137941 -0.00039048532674138816 0.00042623716554305457 -0.00013021994567439962 0.00053283907827673407
leaf_weight=1620 49 56 48 49 52 46 50 53 86 71 47 51 1152 66 62 58 72 63
leaf_count=1620 49 56 48 49 52 46 50 53 86 71 47 51 1152 66 62 58 72 63
internal_value=0 -0.000302833 3.28946e-05 0.000573523 1.63953e-05 5.86268e-06 5.95493e-05 7.55874e-05 -6.1485e-05 0.000246939 -9.02042e-05 5.53676e-05 -6.06816e-05 7.1061e-05 1.29333e-06 9.36709e-05 -8.66184e-08 0.000173144
internal_weight=0 426 3325 97 3228 3176 1774 1724 1402 117 1285 1671 1199 377 311 255 197 135
internal_count=3751 426 3325 97 3228 3176 1774 1724 1402 117 1285 1671 1199 377 311 255 197 135
is_linear=0
shrinkage=0.0995203


Tree=7503
num_leaves=18
num_cat=0
split_feature=18 27 10 3 1 1 10 20 17 21 2 10 0 21 0 0 18
split_gain=0.00353489 0.0347194 0.00291004 0.00148827 0.00163616 0.00143147 0.0013261 0.00126815 0.00141331 0.00156508 0.00134142 0.00115873 0.0011772 0.00224843 0.0021385 0.00175758 0.001298
threshold=-0.085834999999999995 1.0000000180025095e-35 0.089800000000000033 0.084795000000000023 -0.090939999999999993 -0.49837999999999999 0.086165000000000019 0.0047950000000000015 -0.092649999999999996 0.10940500000000002 -0.083589999999999984 0.077800000000000022 -0.08269 0.12860500000000005 -0.082135 -0.085684999999999997 -0.077844999999999998
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 -5 11 8 9 -7 -10 12 13 15 -14 -2 -16
right_child=2 -3 -4 5 -6 7 -8 -9 10 -11 -12 -13 14 -15 16 -17 -18
leaf_value=0.00073403200959043155 1.0267386525116173e-05 -0.0026476740810711537 0.00066197096245006247 -0.00048271358166394678 -6.55603447056719e-05 0.00021869561997521164 -0.00048433429321199803 0.00040071303668540083 -5.7791497079741527e-05 -0.00020258049158948906 -0.00053911394105041319 0.00050412655475333976 -0.00065527986044671175 0.00070441611386984175 0.00040733952388733141 0.00028110987503360052 -4.1512446798971632e-05
leaf_weight=51 1185 53 75 75 47 226 48 63 149 141 98 53 54 57 68 299 1009
leaf_count=51 1185 53 75 75 47 226 48 63 149 141 98 53 54 57 68 299 1009
internal_value=0 -0.000176247 4.9703e-05 -2.11831e-05 0.000342201 -6.96276e-05 3.28481e-05 -2.26556e-05 -6.7429e-05 5.46124e-05 -0.000252076 4.22585e-05 3.27908e-05 8.95572e-05 -4.38303e-05 6.5389e-05 -1.24126e-05
internal_weight=0 903 2848 850 98 752 2773 677 614 367 247 2725 2672 1541 1131 1484 1077
internal_count=3751 903 2848 850 98 752 2773 677 614 367 247 2725 2672 1541 1131 1484 1077
is_linear=0
shrinkage=0.0995203


Tree=7504
num_leaves=14
num_cat=0
split_feature=19 4 11 2 2 0 6 9 6 2 8 2 9
split_gain=0.0104936 0.00380233 0.00186765 0.00179965 0.00163854 0.00345725 0.00301815 0.00275606 0.00202483 0.00151365 0.00138287 0.00331905 0.00196931
threshold=0.14107000000000006 0.15730000000000002 -0.23667999999999997 -0.079149999999999984 -0.055654999999999996 -0.052884999999999995 0.11884000000000002 0.14523000000000005 -0.0048649999999999995 -0.079739999999999991 -0.014854999999999998 -0.085944999999999994 0.091690000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 6 -5 8 -6 10 12 -12 -4
right_child=-2 -3 3 4 7 -7 -8 -9 -10 -11 11 -13 -14
leaf_value=0.0005793541584574335 -0.0015004472446882844 -0.00087702624110057835 6.4969594925180253e-05 -0.00017984799007656822 8.7250886799734021e-05 -0.00091820508011866654 0.00060342977699425827 0.00071114939691035962 -0.00022356580686782988 0.0005646213677532099 4.9147677565089834e-07 -0.00089269389889836109 0.00041896199029892151
leaf_weight=59 46 47 1282 561 595 58 53 54 318 62 378 46 179
leaf_count=59 46 47 1282 561 595 58 53 54 318 62 378 46 179
internal_value=0 1.19356e-05 2.36228e-05 1.42511e-05 -6.2311e-05 -0.000181799 -0.000110903 1.98784e-05 -2.01107e-05 7.91222e-05 6.27192e-05 -9.44801e-05 0.000108901
internal_weight=0 3692 3645 3586 1639 672 614 967 913 1947 1885 424 1461
internal_count=3738 3692 3645 3586 1639 672 614 967 913 1947 1885 424 1461
is_linear=0
shrinkage=0.0995203


Tree=7505
num_leaves=15
num_cat=0
split_feature=19 4 3 8 8 9 17 10 5 18 18 1 18 9
split_gain=0.00850955 0.00308387 0.00120317 0.00114162 0.00154774 0.00418613 0.00571778 0.00174941 0.00217287 0.00129483 0.00238057 0.00152329 0.00136566 0.000739932
threshold=0.14107000000000006 0.15730000000000002 0.18676500000000004 -0.082654999999999992 -0.076924999999999993 0.084055000000000032 0.26760500000000004 0.090150000000000022 0.63223000000000018 0.095920000000000019 0.091085000000000013 -0.083284999999999984 0.10786500000000003 0.090400000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 -5 -7 8 -6 10 11 -1 -11 -14
right_child=-2 -3 -4 4 7 6 -8 -9 -10 12 -12 -13 13 -15
leaf_value=0.00027148245380262409 -0.0013511225222130666 -0.00078974446778008376 0.00047952192838773974 -0.0010945515597151918 9.4928443214935832e-06 9.4182811817952069e-05 -0.00078100868146366255 -0.00055381296142338729 0.00064721621453326338 -0.00047086446585532945 0.00069918779658547877 1.8173521732604338e-05 0.00020152846819225935 -0.00024929604651284488
leaf_weight=325 46 47 56 46 1494 342 94 52 55 79 67 880 99 56
leaf_count=325 46 47 56 46 1494 342 94 52 55 79 67 880 99 56
internal_value=0 1.07919e-05 2.13389e-05 1.39616e-05 -3.34874e-05 -0.000189946 -9.26277e-05 1.31049e-05 3.26649e-05 8.01336e-05 0.000120053 8.71727e-05 -0.000133366 3.33684e-05
internal_weight=0 3692 3645 3589 2083 482 436 1601 1549 1506 1272 1205 234 155
internal_count=3738 3692 3645 3589 2083 482 436 1601 1549 1506 1272 1205 234 155
is_linear=0
shrinkage=0.0995203


Tree=7506
num_leaves=14
num_cat=0
split_feature=19 4 11 6 3 3 18 2 18 6 17 18 2
split_gain=0.00690042 0.00250107 0.00126725 0.00136389 0.0031596 0.00694071 0.00403908 0.00289672 0.00276345 0.00235481 0.00115054 0.00204389 0.00140859
threshold=0.14107000000000006 0.15730000000000002 -0.23667999999999997 0.092120000000000021 0.097880000000000023 0.096385000000000012 -0.067924999999999999 -0.076254999999999989 0.13099000000000002 0.091025000000000023 -0.55754499999999996 -0.060544999999999995 -0.19220999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 7 -6 -5 -8 10 11 -4 -12
right_child=-2 -3 3 4 6 -7 8 -9 -10 -11 12 -13 -14
leaf_value=0.00047708737801037133 -0.0012166585878739355 -0.00071114895023543677 -0.00012353635676442949 1.577702095882406e-05 0.0010025037302004794 -0.0013983077203640697 -0.0002948270946972186 -0.00060458060237907063 0.00060774002595870053 0.00062484170449588427 -0.00041341109803175993 0.00073532563316223694 2.6396276558747108e-05
leaf_weight=59 46 47 48 312 48 48 117 97 47 67 74 60 2668
leaf_count=59 46 47 48 312 48 48 117 97 47 67 74 60 2668
internal_value=0 9.7399e-06 1.92599e-05 1.1499e-05 -0.000116342 -0.000264422 0.000199006 -0.000129348 -3.11728e-05 4.10994e-05 2.70891e-05 0.000346029 1.42284e-05
internal_weight=0 3692 3645 3586 669 457 212 409 164 2917 2850 108 2742
internal_count=3738 3692 3645 3586 669 457 212 409 164 2917 2850 108 2742
is_linear=0
shrinkage=0.0995203


Tree=7507
num_leaves=11
num_cat=0
split_feature=17 18 4 6 6 0 8 10 5 1
split_gain=0.00483178 0.0127756 0.00192913 0.00157914 0.00434238 0.00244731 0.00515456 0.000997336 0.00235843 0.000995487
threshold=0.51734000000000024 -0.020999999999999998 0.15730000000000002 0.11884000000000002 0.11146500000000002 -0.080074999999999993 -0.049139999999999996 0.090150000000000022 0.63455500000000009 -0.49837999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 -5 -7 8 9 -1
right_child=1 -3 -4 5 -6 6 -8 -9 -10 -11
leaf_value=-0.00021399463072283766 -0.0019066688880778919 0.00019408956490031554 -0.00061037066968366231 -0.00018502857618583744 -0.00072995191612413126 0.0012496356162740951 -2.4568940952864666e-05 -0.00032017511105308818 0.00072774472119826366 3.7274528832551611e-05
leaf_weight=164 47 72 48 64 77 58 66 80 48 3014
leaf_count=164 47 72 48 64 77 58 66 80 48 3014
internal_value=0 -0.000628743 1.56963e-05 2.43409e-05 8.49083e-06 0.000305204 0.000564828 2.59375e-05 3.47744e-05 2.40502e-05
internal_weight=0 119 3619 3571 3383 188 124 3306 3226 3178
internal_count=3738 119 3619 3571 3383 188 124 3306 3226 3178
is_linear=0
shrinkage=0.0995203


Tree=7508
num_leaves=15
num_cat=0
split_feature=28 10 18 21 18 4 4 8 21 12 4 26 1 20
split_gain=0.00512023 0.00163951 0.00142214 0.00210625 0.00210263 0.00209458 0.00269814 0.00213476 0.00189628 0.0012039 0.00191617 0.00112911 0.0010107 0.00155846
threshold=0.080375000000000016 0.090150000000000022 -0.01205 0.096085000000000018 -0.0095499999999999977 0.10696000000000003 0.094025000000000011 -0.097249999999999989 0.10384500000000002 -0.085239999999999996 0.15221500000000004 0.090385000000000021 -0.040439999999999997 -0.077724999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 -1 -5 -6 11 -11 -10 -14
right_child=-2 -3 4 8 9 -7 -8 -9 12 10 -12 -13 13 -15
leaf_value=0.00084589010564312193 -0.00078342364205628097 -0.0004327584521913744 -0.00049888814211623876 -0.00069052217974707307 -0.00046891730286743204 0.00073788224837920298 -0.00041373296894264806 0.00015546968522215881 -0.0004290019182209365 6.1400809939459551e-05 0.00063989568827093788 -0.00010555758062775041 0.00046610702223150039 -0.00010787345157084145
leaf_weight=47 77 72 83 48 50 63 79 1053 46 1281 49 583 71 134
leaf_count=47 77 72 83 48 50 63 79 1053 46 1281 49 583 71 134
internal_value=0 3.63566e-05 4.60011e-05 0.000118241 -8.00799e-06 0.000175593 0.000144853 0.000185714 -0.000117255 1.23305e-05 2.53368e-05 8.74235e-06 -4.36468e-06 8.69265e-05
internal_weight=0 3659 3587 1541 2046 1242 1179 1100 299 1963 1913 1864 251 205
internal_count=3736 3659 3587 1541 2046 1242 1179 1100 299 1963 1913 1864 251 205
is_linear=0
shrinkage=0.0995203


Tree=7509
num_leaves=13
num_cat=0
split_feature=28 2 23 20 20 21 2 20 7 4 5 0
split_gain=0.00415133 0.00145794 0.000989827 0.00108818 0.00149839 0.00314851 0.0013099 0.00117512 0.00104034 0.000885557 0.00192032 0.00110336
threshold=0.080375000000000016 -0.24206999999999998 0.086650000000000019 -0.094259999999999997 -0.083404999999999993 -0.014264999999999998 -0.087245000000000003 -0.08231999999999999 0.058975000000000007 0.10845500000000002 0.23074000000000006 -0.10287
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 -5 -7 -6 -9 10 11 -3
right_child=-2 2 -4 4 7 6 -8 8 -10 -11 -12 -13
leaf_value=-0.00052281160398063371 -0.00070545706078064239 -0.00052425374282579862 -0.00033464850378341483 0.00088689918160953212 -0.00037312855172388475 0.00048438924525511992 -0.00014891821059309781 4.3767225451972781e-05 0.0003407946648073459 -0.00044064951883681139 0.00046685791550344144 -2.3203561099438743e-05
leaf_weight=46 77 64 68 67 64 48 97 2807 123 69 58 148
leaf_count=46 77 64 68 67 64 48 97 2807 123 69 58 148
internal_value=0 3.26716e-05 3.99704e-05 4.73873e-05 6.54831e-05 0.00032183 5.50828e-05 4.70582e-05 5.65157e-05 -0.000121334 -3.66986e-05 -0.000178326
internal_weight=0 3659 3613 3545 3206 212 145 2994 2930 339 270 212
internal_count=3736 3659 3613 3545 3206 212 145 2994 2930 339 270 212
is_linear=0
shrinkage=0.0995203


Tree=7510
num_leaves=15
num_cat=0
split_feature=28 10 18 21 18 0 21 20 20 8 6 1 12 3
split_gain=0.00336574 0.00132165 0.00104601 0.0017435 0.00173179 0.00165172 0.00371971 0.00134705 0.0032022 0.00167473 0.00167032 0.00105879 0.00102721 0.000902359
threshold=0.080375000000000016 0.090150000000000022 -0.01205 0.10817500000000002 -0.0095499999999999977 -0.067059999999999995 0.11853500000000002 -0.097019999999999995 -0.085594999999999991 -0.085764999999999994 -0.011039999999999999 -0.52333999999999992 -0.082629999999999995 0.14940500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 6 -5 10 -9 -10 -1 -6 -13 -14
right_child=-2 -3 4 5 11 -7 -8 8 9 -11 -12 12 13 -15
leaf_value=-0.00064193724093229558 -0.00063524991058078433 -0.00039181417584116226 -0.00045373110743387589 -0.00089452729122412782 -0.00046084865434184278 0.00020113690566249198 0.00011048537658208631 0.0009011428218392804 -0.00010246009997441645 0.0001998142541525953 0.00010126533560993826 -0.00041753128621802228 1.5724135326280747e-05 0.00029873183716318182
leaf_weight=46 77 72 83 68 46 80 76 58 223 908 82 51 1746 120
leaf_count=46 77 72 83 68 46 80 76 58 223 908 82 51 1746 120
internal_value=0 2.93533e-05 3.80354e-05 0.000100001 -8.23593e-06 -0.000154923 -0.000358419 0.000143982 0.000177333 0.000139491 -0.000159428 1.01836e-05 2.19134e-05 3.43627e-05
internal_weight=0 3659 3587 1541 2046 224 144 1317 1189 1131 128 1963 1917 1866
internal_count=3736 3659 3587 1541 2046 224 144 1317 1189 1131 128 1963 1917 1866
is_linear=0
shrinkage=0.0995203


Tree=7511
num_leaves=18
num_cat=0
split_feature=28 13 17 17 3 3 20 5 26 26 2 17 26 17 5 4 26
split_gain=0.00272917 0.00120867 0.000850115 0.00145078 0.000843356 0.0017934 0.00333806 0.00278358 0.00164001 0.00376796 0.00263319 0.00207927 0.00289389 0.00162292 0.00125246 0.00146975 0.001062
threshold=0.080375000000000016 0.088785000000000017 0.51362000000000008 0.5567700000000001 0.097595000000000029 0.10293500000000001 -0.077299999999999994 0.054660000000000007 0.089625000000000024 0.09032500000000003 -0.097424999999999998 -0.012064999999999999 0.085465000000000027 -0.067414999999999989 -0.46244499999999994 0.10533000000000002 0.15222000000000005
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 8 6 -6 -8 11 -10 -11 13 -13 -1 15 -7 -16
right_child=-2 -3 3 -5 5 14 7 -9 9 10 -12 12 -14 -15 16 -17 -18
leaf_value=9.0691646055753819e-05 -0.00057202970702573228 -0.00047388427873847056 0.00058760338108469561 -3.0096385219295032e-05 -0.00095263932838116029 0.00023278683604942011 0.00027814451753092168 -0.00066080051050858247 -0.00077703713922119605 0.00071680346834725574 -5.1406338489259871e-05 6.9196487109189687e-05 0.00048285895114712413 -0.00023097403616795812 3.3878662205579485e-05 -0.00036105791909453645 0.00050441275727433957
leaf_weight=629 77 47 72 74 58 54 89 48 67 48 553 404 293 206 807 159 51
leaf_count=629 77 47 72 74 58 54 89 48 67 48 553 404 293 206 807 159 51
internal_value=0 2.64098e-05 3.31463e-05 0.000268916 2.29787e-05 -4.13523e-05 -0.00031906 -4.48537e-05 6.03704e-05 -6.8986e-05 8.58613e-06 0.000117308 0.000244264 1.03542e-05 8.44636e-06 -0.000206662 6.28016e-05
internal_weight=0 3659 3612 146 3466 1266 195 137 2200 668 601 1532 697 835 1071 213 858
internal_count=3736 3659 3612 146 3466 1266 195 137 2200 668 601 1532 697 835 1071 213 858
is_linear=0
shrinkage=0.0995203


Tree=7512
num_leaves=22
num_cat=0
split_feature=18 18 17 1 0 29 9 0 17 9 10 9 20 6 0 9 1 9 6 9 0
split_gain=0.00284464 0.00389893 0.00178255 0.00543149 0.012087 0.00181312 0.0018081 0.00282826 0.0024178 0.00165021 0.00154253 0.0015355 0.00204436 0.00276794 0.00227009 0.0013774 0.00542796 0.00489797 0.00299837 0.00187298 0.00102057
threshold=-0.1394 -0.15202999999999997 0.024055000000000003 -0.081594999999999987 -0.082494999999999999 -0.045179999999999998 0.097365000000000021 -0.076154999999999987 0.093960000000000016 0.093175000000000022 0.09056500000000002 0.10153500000000003 -0.076005000000000003 -0.03764 -0.068899999999999989 0.11351500000000002 0.50996500000000011 0.12912500000000005 -0.41548999999999997 0.09550500000000002 -0.032274999999999991
decision_type=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 -4 -5 7 9 -8 -7 15 12 14 -14 -1 16 18 -17 -2 -20 -6
right_child=2 -3 3 5 20 6 8 -9 -10 -11 -12 -13 13 -15 -16 17 -18 -19 19 -21 -22
leaf_value=0.00038192335776038289 -0.00085128964450641718 0.0011515377659581294 0.0018449131723276635 -0.0005653247948035978 -0.00029687190841011561 -1.3523017816183545e-05 0.00090786728480938292 -0.00055554021515226762 3.4257597706970371e-05 0.0004466128046102385 0.00042609073693709642 -0.00025114620395373525 0.0011224128872804676 0.00015074952886034537 -0.00054430138391384924 -0.00095297705824358447 0.00077031770961350323 0.00019395165700110826 -1.7300220977078531e-05 -0.00035806894907635913 0.00032591951269817182
leaf_weight=59 47 47 55 50 51 437 53 84 82 93 68 65 52 71 47 70 80 76 1922 175 53
leaf_count=59 47 47 55 50 51 437 53 84 82 93 68 65 52 71 47 70 80 76 1922 175 53
internal_value=0 0.000306852 5.03906e-06 0.000120275 0.000651595 1.35185e-05 5.32526e-05 -1.79804e-05 0.000383294 6.56733e-05 -3.99066e-05 0.000169032 0.000291872 0.00056819 -2.10384e-05 -5.36224e-05 -3.37756e-05 -0.000350339 -6.41609e-05 -4.61286e-05 1.26408e-05
internal_weight=0 341 3396 958 159 799 749 614 135 530 2438 294 229 123 106 2370 2224 146 2144 2097 104
internal_count=3737 341 3396 958 159 799 749 614 135 530 2438 294 229 123 106 2370 2224 146 2144 2097 104
is_linear=0
shrinkage=0.0995203


Tree=7513
num_leaves=21
num_cat=0
split_feature=18 3 11 17 17 8 0 3 0 0 19 0 2 3 10 0 8 4 2 1
split_gain=0.0023106 0.00472664 0.00152753 0.00208915 0.00519024 0.0120849 0.00211558 0.00203114 0.0019918 0.00192085 0.00147896 0.00152074 0.00358179 0.00142097 0.00136411 0.0017984 0.00242871 0.00191681 0.00187151 0.00109367
threshold=-0.1394 0.08777500000000002 -0.37931999999999999 0.024055000000000003 0.070205000000000017 -0.089304999999999995 -0.057604999999999996 0.12651000000000004 -0.073464999999999989 -0.082885 0.031160000000000004 -0.052884999999999995 -0.074679999999999983 0.08400500000000001 0.09056500000000002 -0.0033699999999999997 0.096835000000000018 0.13849500000000003 0.097285000000000024 0.40780000000000011
decision_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 14 5 -5 7 13 9 -7 11 12 -3 -6 15 17 18 19 -17 -4
right_child=2 10 3 4 6 8 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.00096351528597801879 -0.00047672239136324802 -0.00022084113433299405 -1.2373379925072441e-05 0.0018904691551679309 -0.00046509346194588977 0.0003277728747685048 0.00051868232337695989 -0.00067633448453878551 0.00069710090837605556 -0.00046630451723476019 0.00057378259424068065 -0.00038872477794978355 0.00082560596317018671 5.3069553021365528e-05 0.0004205069769545166 7.6465761333141218e-05 -0.00093435840166429215 0.00053104183132186248 -0.00058021985546141209 -0.00027892216892504368
leaf_weight=77 64 87 1862 52 58 60 73 47 47 60 48 78 51 543 63 126 49 61 64 167
leaf_count=77 64 87 1862 52 58 60 73 47 47 60 48 78 51 543 63 126 49 61 64 167
internal_value=0 0.000276553 4.51359e-06 1.40027e-05 0.000139886 0.000564269 9.84574e-06 -4.62136e-05 0.000146418 -6.2444e-05 7.30877e-05 -3.43879e-05 0.000159957 1.70166e-06 -3.5124e-05 -4.78005e-05 -0.000306623 -1.78113e-05 -0.000140425 -3.47156e-05
internal_weight=0 341 3396 3332 940 219 721 648 167 120 264 216 138 601 2392 2329 239 2090 190 2029
internal_count=3737 341 3396 3332 940 219 721 648 167 120 264 216 138 601 2392 2329 239 2090 190 2029
is_linear=0
shrinkage=0.0995203


Tree=7514
num_leaves=19
num_cat=0
split_feature=28 1 1 1 8 2 2 8 1 26 5 26 26 26 8 2 8 21
split_gain=0.00182432 0.00184058 0.011417 0.00150369 0.00164913 0.00140702 0.00194359 0.00130687 0.00301228 0.00117736 0.00320828 0.00183917 0.00111555 0.00102559 0.000970711 0.00292987 0.00192113 0.000728514
threshold=0.080375000000000016 -0.081224999999999992 -0.082039999999999988 -0.082635 -0.077889999999999987 0.097285000000000024 -0.015714999999999996 0.10528000000000003 0.26048500000000008 0.12508000000000005 -0.09583499999999999 0.11991000000000003 0.11724000000000002 0.11215000000000001 -0.083504999999999982 -0.084474999999999995 -0.085605000000000001 0.10068500000000002
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 9 17 11 -11 12 13 -3 16 -16 -1 -9
right_child=-2 7 -4 -5 5 -7 -8 8 -10 10 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=-5.9540480110195662e-05 0.00049411134037097044 -1.361212112630698e-05 0.0014702994643014831 -0.00050761536690686719 0.00020463700589364898 -0.00014957456016757457 0.00087556199797498918 -0.000242703703529538 -0.00098639817411039308 0.00090483521589979879 -0.00011400286308504532 -0.00063839403535113936 0.00044424918996016909 -0.00041588642693147267 2.0730230834021253e-05 -0.00083549905658625518 0.0004932252433844939 0.00026193801734569885
leaf_weight=302 81 2083 59 46 313 82 51 68 46 50 76 48 51 65 135 55 78 48
leaf_count=302 81 2083 59 46 313 82 51 68 46 50 76 48 51 65 135 55 78 48
internal_value=0 1.60332e-05 0.000122367 4.67114e-05 7.26146e-05 0.000216233 0.000300889 -3.06658e-05 -0.000304353 -1.16367e-05 0.000283801 -2.85677e-05 -1.4884e-05 -2.61663e-05 -3.83244e-05 -0.000222817 5.17677e-05 -2.68293e-05
internal_weight=0 3656 1121 1062 1016 446 364 2535 162 2373 126 2247 2199 2148 570 190 380 116
internal_count=3737 3656 1121 1062 1016 446 364 2535 162 2373 126 2247 2199 2148 570 190 380 116
is_linear=0
shrinkage=0.0995203


Tree=7515
num_leaves=20
num_cat=0
split_feature=18 3 8 18 18 8 5 18 8 19 2 2 8 18 8 2 26 3 2
split_gain=0.00184915 0.00373059 0.00119583 0.00265711 0.00564034 0.0109648 0.00160903 0.00158519 0.00151117 0.00117593 0.00126246 0.00179645 0.00112656 0.000976313 0.0021338 0.00151077 0.000832942 0.00392567 0.00140029
threshold=-0.1394 0.08777500000000002 -0.087770000000000001 0.10361000000000002 0.088250000000000009 -0.093384999999999982 -0.53313499999999991 0.11959500000000002 -0.08731499999999999 0.031160000000000004 -0.095204999999999998 -0.073369999999999991 -0.088520000000000001 -0.015069999999999998 -0.089984999999999996 -0.082830000000000001 -0.23202999999999999 0.14940500000000004 0.12875500000000004
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 12 -6 -4 -5 -8 10 -3 -12 13 15 -15 -2 -10 18 -18
right_child=2 9 6 7 5 -7 8 -9 16 -11 11 -13 -14 14 -16 -17 17 -19 -20
leaf_value=0.00085525179463169076 0.00071302785864253086 0.00041971243561501269 -0.00045296528858491014 -0.00066932567964606677 -6.4679397513224142e-05 0.0017040761206172734 -0.00053944935971208098 -4.3558689684342223e-06 -0.00033499913885330011 0.00051034353560286633 -0.00049863951473592971 0.00014565324894502473 0.00050115748683866672 2.1857724344967522e-05 -0.00063965827850983952 -4.4251380879021804e-05 -4.3104136717326831e-06 0.00081977186113330427 -0.00054291067755495265
leaf_weight=77 46 47 88 62 74 64 54 89 74 48 82 87 50 441 54 56 2138 57 49
leaf_count=77 46 47 88 62 74 64 54 89 74 48 82 87 50 441 54 56 2138 57 49
internal_value=0 0.000244862 1.49627e-06 9.74662e-05 0.000171658 0.000749681 -3.46863e-05 -0.000282811 -1.88233e-05 6.37311e-05 -3.17262e-05 -0.000162118 4.71048e-05 7.70568e-06 -4.86539e-05 0.000289241 -6.34161e-06 4.13167e-06 -1.67521e-05
internal_weight=0 341 3396 936 785 138 2460 151 2372 264 216 169 647 597 495 102 2318 2244 2187
internal_count=3737 341 3396 936 785 138 2460 151 2372 264 216 169 647 597 495 102 2318 2244 2187
is_linear=0
shrinkage=0.0995203


Tree=7516
num_leaves=21
num_cat=0
split_feature=18 29 18 18 17 9 17 18 9 3 18 6 6 17 6 9 8 6 17 18
split_gain=0.00738272 0.00463824 0.00143185 0.00388858 0.00625788 0.00209466 0.00246394 0.00529949 0.00201747 0.00516828 0.00249963 0.00148337 0.00831018 0.0151676 0.00170143 0.00535587 0.00193761 0.00168761 0.00109622 0.00111692
threshold=0.26473000000000008 0.12737000000000004 0.088735000000000022 0.091085000000000013 -0.041415 0.088215000000000016 -0.062765000000000001 0.10189500000000003 0.097365000000000021 0.10057000000000002 0.11835500000000003 0.090195000000000011 0.09278500000000002 -0.014289999999999999 0.11884000000000002 0.094085000000000016 -0.077604999999999993 0.088915000000000022 -0.56368999999999991 0.086510000000000017
decision_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 4 -4 6 -5 -8 10 -10 -7 17 13 -13 16 -16 -14 18 -1 -20
right_child=-2 -3 3 5 -6 8 7 -9 9 -11 -12 12 14 -15 15 -17 -18 -19 19 -21
leaf_value=0.00043940829420937124 0.0010086212201667775 -0.00096386662142489653 8.2580206917377491e-05 -0.00021643966659214793 -0.0014774784300292344 -0.00013674215697851366 0.001307761792122197 6.5340367563891888e-05 0.00095365190284052122 -0.00027147517667158228 -0.00086176083904823653 0.0023415003050324553 -0.00035185687644540464 -5.6242991910268143e-05 -0.00026747192474423239 0.00098630238758341511 0.00015772834192145731 -0.00049510517730930344 -3.5344589638161732e-07 0.00043819745267654868
leaf_weight=61 73 49 50 91 50 160 48 122 49 111 69 46 172 59 74 61 127 64 2148 59
leaf_count=61 73 49 50 91 50 160 48 122 49 111 69 46 172 59 74 61 127 64 2148 59
internal_value=0 -1.90843e-06 1.08829e-05 -0.000111256 -0.000689263 -2.10722e-05 0.000195587 0.000420957 -0.000168544 9.86038e-05 -0.000358772 4.30747e-05 0.00019194 0.000986401 0 0.000292985 -0.000132673 8.31604e-06 2.28829e-05 1.09995e-05
internal_weight=0 3670 3621 750 100 650 261 170 389 160 229 2871 539 105 434 135 299 2332 2268 2207
internal_count=3743 3670 3621 750 100 650 261 170 389 160 229 2871 539 105 434 135 299 2332 2268 2207
is_linear=0
shrinkage=0.0995203


Tree=7517
num_leaves=25
num_cat=0
split_feature=18 30 5 5 26 26 26 18 20 3 5 20 0 3 3 0 17 5 18 3 9 18 9 9
split_gain=0.00598693 0.00404487 0.00153204 0.00421299 0.00554591 0.0152134 0.00431275 0.0046392 0.00245288 0.00150935 0.00205275 0.00184396 0.00167417 0.00680388 0.00802883 0.0014562 0.00141424 0.00201111 0.000847808 0.0066815 0.000938623 0.00422268 0.00214544 0.000801876
threshold=0.26473000000000008 -1.0000000180025095e-35 0.0047850000000000011 0.13648000000000002 0.089625000000000024 0.086685000000000026 0.095385000000000011 -0.067359999999999989 -0.0088249999999999978 0.11769000000000002 -0.084089999999999984 -0.025670000000000002 -0.071029999999999996 0.090435000000000029 0.097880000000000023 -0.057604999999999996 -0.14813999999999997 -0.0044999999999999997 0.027500000000000007 0.10871500000000002 0.09143500000000003 -0.060544999999999995 0.088510000000000019 -0.0098899999999999995
decision_type=2 2 2 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 8 -6 -8 -4 12 11 -11 16 23 -15 -13 -3 -18 20 -20 22 -22 -5 -14
right_child=-2 2 3 18 6 -7 7 -9 -10 10 -12 15 13 14 -16 -17 17 -19 19 -21 21 -23 -24 -25
leaf_value=-0.00091923841455409966 0.00090824299558858843 0.00041132218252674539 0.00072743733349809963 1.2649775635058211e-05 -0.00081956161693598863 0.002315180909333039 0.001056159456138751 -0.0002275977862035587 -3.38009418690319e-05 -0.00047390344260862181 0.00065398185243737621 0.00035227831590971546 0 -0.0017650862125460477 -0.00015035215757984164 -0.0002878924514230034 -1.3459103517625349e-05 -0.00035968186714515233 0.00050757076477370687 -0.0010326227791420449 -5.22822005218584e-05 0.00091472600437715059 -0.00068600548838703909 0.00056994652173342274
leaf_weight=47 73 69 69 232 51 46 46 69 102 54 69 137 47 51 79 46 1784 184 53 58 216 56 53 52
leaf_count=47 73 69 69 232 51 46 46 69 102 54 69 137 47 51 79 46 1784 184 53 58 216 56 53 52
internal_value=0 -1.7407e-06 9.93575e-06 0.000111345 0.000374691 0.000706193 -5.37262e-05 0.000278787 0.000268578 -3.11851e-05 0.000175603 3.28735e-05 -5.9471e-05 -0.000314984 -0.000790122 0.000186888 -3.03443e-05 -4.62455e-05 -3.84193e-05 -0.00028984 1.02146e-05 0.000143798 -0.000114403 0.000300666
internal_weight=0 3670 3623 1051 383 217 166 115 171 2572 306 237 2266 229 130 183 2037 1968 668 111 557 272 285 99
internal_count=3743 3670 3623 1051 383 217 166 115 171 2572 306 237 2266 229 130 183 2037 1968 668 111 557 272 285 99
is_linear=0
shrinkage=0.0995203


Tree=7518
num_leaves=18
num_cat=0
split_feature=18 29 1 1 8 1 5 8 8 0 29 27 3 3 3 19 9
split_gain=0.0048553 0.00381273 0.00103178 0.00287305 0.00705864 0.00277231 0.0114552 0.00209808 0.00295686 0.00158756 0.00147323 0.00113745 0.000933492 0.000927075 0.00194235 0.000741247 0.00090133
threshold=0.26473000000000008 0.12737000000000004 -0.082489999999999994 -0.078729999999999994 -0.071594999999999992 -0.088694999999999982 1.0000000180025095e-35 -0.080569999999999989 -0.084674999999999986 -0.084834999999999994 0.093650000000000025 0.083925000000000013 0.084895000000000012 0.12168500000000003 0.11089500000000001 -0.050215000000000003 0.094375000000000028
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 9 11 7 8 -7 12 15 13 -4 14 -1 -5 -17
right_child=-2 -3 3 10 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18
leaf_value=-2.5732589759680809e-05 0.00081785456455349631 -0.00087379064971134684 0 -0.00033319826848654738 -0.0013648348677954075 0.00022527758172797977 0.0017988054045317437 0.0006319430309054679 -0.00060990601545242624 0.00027820378279413553 0.00051026385854244726 0.00041807078959208479 -0.00056824608967438349 0.00033733667426333032 -0.00069303726693128109 -3.1928744464512833e-05 0.00010793156207101487
leaf_weight=581 73 49 54 65 53 111 46 52 67 78 57 58 61 58 47 1595 638
leaf_count=581 73 49 54 65 53 111 46 52 67 78 57 58 61 58 47 1595 638
internal_value=0 -1.60838e-06 9.96808e-06 -2.30466e-05 -0.000346769 9.4958e-05 0.000364373 7.39268e-05 -8.44903e-05 -6.29551e-05 1.04215e-05 -3.88592e-06 -0.000301468 -4.07549e-05 -7.69778e-05 -1.6205e-06 7.66474e-06
internal_weight=0 3670 3621 2601 246 1020 276 230 178 193 2355 744 115 686 628 2298 2233
internal_count=3743 3670 3621 2601 246 1020 276 230 178 193 2355 744 115 686 628 2298 2233
is_linear=0
shrinkage=0.0995203


Tree=7519
num_leaves=14
num_cat=0
split_feature=4 8 6 29 4 11 5 8 9 21 9 3 3
split_gain=0.00405186 0.00145378 0.0057697 0.00126896 0.00118885 0.0021332 0.00132003 0.00430813 0.00123741 0.000873482 0.000837164 0.00112792 0.000800294
threshold=0.15730000000000002 -0.09602999999999999 0.089090000000000016 0.093650000000000025 0.13630500000000004 -0.08577499999999999 0.0047850000000000011 -0.080724999999999991 0.11351500000000002 0.10068500000000002 -0.042790000000000002 0.11693000000000002 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 -3 8 -8 -7 10 -1 12 -12
right_child=-2 3 -4 -5 -6 6 7 -9 -10 -11 11 -13 -14
leaf_value=0.00022067889840223352 -0.00088583940487960199 -0.00053911973406978164 0.00092958343310065494 0.00044560856602372562 0.00040827655120011496 -6.815236225696876e-05 0.00052370063247806839 -1.3966940746493797e-05 0.00026001382735925269 0.00031042138544121829 -0.00030109742499206255 -0.00054811179956246387 0.00011605391032770864
leaf_weight=88 49 76 85 62 66 1954 185 717 120 88 69 52 132
leaf_count=88 49 76 85 62 66 1954 185 717 120 88 69 52 132
internal_value=0 2.48872e-05 0.000180178 0 -9.07823e-06 -1.83718e-05 -4.79808e-06 9.5401e-05 -4.87702e-05 2.97865e-05 -4.02348e-05 -0.000134223 -2.30746e-05
internal_weight=0 3694 514 3180 3118 3052 2976 902 2074 429 341 253 201
internal_count=3743 3694 514 3180 3118 3052 2976 902 2074 429 341 253 201
is_linear=0
shrinkage=0.0995203


Tree=7520
num_leaves=29
num_cat=0
split_feature=5 8 6 6 8 30 8 1 26 17 17 1 3 18 18 8 8 0 6 21 5 6 6 6 4 8 8 20
split_gain=0.00250251 0.00476643 0.0070829 0.0114456 0.0091545 0.00238218 0.0013316 0.00111562 0.00137179 0.0030224 0.00251604 0.00237513 0.00206686 0.00184556 0.00101406 0.000971959 0.00627844 0.012098 0.00226321 0.00168364 0.00172483 0.0016407 0.00211461 0.00213197 0.00150064 0.00088469 0.00073083 0.00185292
threshold=-0.0044999999999999997 -0.076924999999999993 0.087235000000000021 0.090195000000000011 -0.079585000000000003 0.11592000000000002 -0.082244999999999999 0.066150000000000028 0.097910000000000011 -0.0065549999999999992 -0.11741999999999998 -0.50763499999999995 0.10174000000000002 -0.088385000000000005 -0.093130000000000004 -0.079585000000000003 -0.073439999999999991 -0.080324999999999994 0.10615500000000003 -0.076335 -0.53313499999999991 0.094510000000000025 0.091180000000000025 0.089525000000000021 0.12577000000000002 -0.082094999999999987 -0.087374999999999994 -0.0093149999999999986
decision_type=2 2 2 2 2 2 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 14 -4 6 15 -5 8 9 10 11 -3 -10 -12 -2 18 17 -17 21 -18 -21 22 23 -1 -22 26 27 -16
right_child=1 7 3 4 -6 -7 -8 -9 12 -11 13 -13 -14 -15 25 16 19 -19 -20 20 24 -23 -24 -25 -26 -27 -28 -29
leaf_value=-3.4938047426173526e-05 -0.00043206518535004486 -0.00077283572871389807 -0.0021180586737493809 -0.00020213914597600209 -0.0014789340061177839 -0.00069238519059587069 0.00047452024778440842 0.00040812456258025885 0.00070652616103475852 -0.00072122313364274433 0.00070101191537976068 -5.1315432716075156e-05 -9.3778970671325079e-05 -2.9670927288844576e-05 -0.00040467747793760826 0.0019297873658227173 0.00046012143455592382 -7.4873404961923071e-05 -0.00058035231438757111 -0.00061167921758924009 -4.9963011936791232e-05 0.00048013110268397766 -0.00059445240565085447 0.00054691723589883113 0.00047371222019140249 0.00036184386705337754 -0.00031291946658647274 0.00037750471109978054
leaf_weight=1130 70 53 52 73 56 48 47 59 56 70 70 330 71 63 50 51 71 70 72 50 660 65 63 66 59 52 90 74
leaf_count=1130 70 53 52 73 56 48 47 59 56 70 70 330 71 63 50 51 71 70 72 50 660 65 63 66 59 52 90 74
internal_value=0 -0.000168241 -0.000388192 -0.000816806 -0.000427693 1.30353e-06 5.6064e-05 -6.49035e-06 -4.19475e-05 -0.000107194 -2.2309e-05 -0.000153298 0.000252666 0.000348744 -9.49106e-05 1.57777e-05 9.30464e-05 0.000763301 -3.68272e-05 -2.5277e-06 -4.63076e-05 -6.65165e-06 -3.24336e-05 -2.14449e-06 -5.85246e-06 -3.10815e-06 -9.56135e-05 5.55068e-05
internal_weight=0 1336 564 228 176 2405 120 772 713 586 516 383 127 133 336 2357 961 121 1396 840 769 1324 1259 1196 719 266 214 124
internal_count=3741 1336 564 228 176 2405 120 772 713 586 516 383 127 133 336 2357 961 121 1396 840 769 1324 1259 1196 719 266 214 124
is_linear=0
shrinkage=0.0995203


Tree=7521
num_leaves=26
num_cat=0
split_feature=5 5 8 6 8 3 9 9 3 6 1 9 21 9 6 9 9 8 0 2 2 8 2 9 6
split_gain=0.00213919 0.0112739 0.0157672 0.00373235 0.0016259 0.00152283 0.00281091 0.00247294 0.00444325 0.00286135 0.00234812 0.00134976 0.00134066 0.000932938 0.00299069 0.00136807 0.00845145 0.0018968 0.00324468 0.00479482 0.00451026 0.00256479 0.00233484 0.00119739 0.00237369
threshold=0.034205000000000006 0.066275000000000014 -0.080445000000000003 0.11481500000000001 0.24614500000000003 0.11896500000000003 0.10153500000000003 0.096225000000000019 0.11225500000000002 0.10384500000000003 -0.49837999999999999 0.098720000000000016 0.11371500000000002 0.11640000000000002 -0.09007999999999998 0.09202500000000001 0.091485000000000025 -0.065539999999999987 -0.070134999999999989 -0.082704999999999987 -0.082294999999999993 -0.069939999999999988 -0.077544999999999989 0.09055500000000001 0.10615500000000003
decision_type=2 2 2 2 2 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 13 7 12 8 9 10 -3 -9 -7 15 -15 16 23 21 20 -20 -19 22 -17 24 -1
right_child=1 5 3 -5 -6 6 -8 11 -10 -11 -12 -13 -14 14 -16 17 -18 18 19 -21 -22 -23 -24 -25 -26
leaf_value=-2.5941460388500765e-06 -0.0024402356335995351 -0.00032671220884749773 8.5709562594203363e-05 -0.001006751211366358 -0.0005820273087340309 0.0009706899304543537 -0.0002382707311931174 0.00063029520226981332 -0.0010022974275533496 -0.00067923917786952975 0.0002033025982555421 0 0.00022496951454232305 0.0008601990092277135 -9.8961542312123678e-05 0.00026154437790897039 0.0012774935786699262 0.00066156004592764412 -0.001542860532336767 -0.00014147250281868788 -0.0004952770375205352 0.00066732823302002235 -0.00039601150221987949 0.00039350219292070583 -0.00064951838144801843
leaf_weight=1877 48 125 81 49 48 47 70 60 60 68 244 82 56 51 84 90 52 54 46 54 87 50 129 71 58
leaf_count=1877 48 125 81 49 48 47 70 60 60 68 244 82 56 51 84 90 52 54 46 54 87 50 129 71 58
internal_value=0 -0.000178771 -0.000896178 -0.000319767 -7.82535e-06 -2.04982e-05 0.000240126 -9.23396e-05 -0.000197944 -8.56327e-05 2.15398e-05 0.00027151 0.000573198 2.06851e-06 0.000257324 -1.10315e-05 2.47855e-05 -0.000157169 -0.000360144 -0.000794298 -4.64271e-05 2.16355e-05 -0.000122045 -7.27948e-06 -2.24082e-05
internal_weight=0 990 178 130 2751 812 173 639 497 437 369 142 103 2703 135 2568 2058 510 241 100 141 269 219 2006 1935
internal_count=3741 990 178 130 2751 812 173 639 497 437 369 142 103 2703 135 2568 2058 510 241 100 141 269 219 2006 1935
is_linear=0
shrinkage=0.0995203


Tree=7522
num_leaves=29
num_cat=0
split_feature=5 5 26 6 3 2 11 26 6 26 2 1 7 6 6 2 9 3 4 9 9 9 1 1 9 26 26 5
split_gain=0.00177403 0.0032305 0.00649246 0.0028475 0.00670031 0.0130299 0.00190891 0.00183263 0.00258558 0.00442549 0.00163145 0.00158793 0.00157484 0.00120075 0.0021824 0.00261838 0.00158724 0.00117602 0.00241356 0.00114267 0.00325274 0.00313188 0.00145155 0.00225738 0.00116315 0.00166548 0.00164359 0.000955971
threshold=-0.0098949999999999993 -0.012464999999999999 0.088245000000000032 0.085955000000000018 0.085545000000000024 -0.085759999999999989 -0.37179999999999996 0.087675000000000017 0.11690000000000002 0.089795000000000028 -0.082904999999999993 -0.087944999999999995 -0.074779999999999999 -0.09007999999999998 -0.099455000000000002 -0.080914999999999987 0.11222500000000002 0.11896500000000003 0.10649000000000002 0.09143500000000003 0.093705000000000024 0.088610000000000008 0.0052600000000000017 -0.0068249999999999995 0.096130000000000021 0.097125000000000031 1.0000000180025095e-35 0.2686150000000001
decision_type=2 2 2 2 2 2 2 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 19 5 -5 -1 11 9 -9 -11 -6 -8 14 16 -16 -14 18 -15 21 -21 22 23 27 -22 26 -26 -2
right_child=3 2 -4 4 7 -7 12 8 -10 10 -12 -13 13 17 15 -17 -18 -19 -20 20 24 -23 -24 -25 25 -27 -28 -29
leaf_value=-0.00063954763144265995 -7.9963104317534015e-05 -7.0675557391780433e-05 0.0014096961323616332 -0.0020706581478889064 -0.00013919937676186715 7.2139110739012722e-05 0.00045586707623834224 -0.00078803182031222626 -0.00076008998115231622 -0.00024693947452697365 0.00041211054596435151 0.00050879521446793553 -7.9139818045847183e-05 -8.5090109862314504e-05 -0.00021676099785456431 0.00063999733690754148 0.00047704751917574821 -0.00044555009451722842 0.00060733150593688832 0.00066905782342448227 -0.00041125197373494685 -0.00078104865167285588 0.00040623866414374928 -0.00069464762218774594 1.7275583930253986e-05 -0.00033358466527699451 0.0007261573423987444 0.00032449230379871032
leaf_weight=48 381 73 48 56 82 55 71 66 81 56 105 67 461 1111 48 122 57 82 52 81 66 62 65 55 103 70 49 68
leaf_count=48 381 73 48 56 82 55 71 66 81 56 105 67 461 1111 48 122 57 82 52 81 66 62 65 55 103 70 49 68
internal_value=0 9.8627e-06 0.000509814 -0.000128719 -0.000306809 -0.00100154 -1.92189e-05 -0.000136276 -0.000275822 -9.94147e-05 0.000177791 0.000146687 -3.95226e-06 -2.12652e-05 8.36698e-05 0.000393274 -1.63573e-05 -7.99108e-05 -5.34267e-05 -2.67457e-05 0.000111277 -0.000108757 -3.40632e-05 -9.24724e-05 -4.27564e-05 6.31089e-05 0.000251183 -1.6886e-05
internal_weight=0 2173 121 1568 568 111 2052 457 308 227 161 149 2004 1933 688 170 518 1245 1163 1000 369 631 569 504 288 222 152 449
internal_count=3741 2173 121 1568 568 111 2052 457 308 227 161 149 2004 1933 688 170 518 1245 1163 1000 369 631 569 504 288 222 152 449
is_linear=0
shrinkage=0.0995203


Tree=7523
num_leaves=27
num_cat=0
split_feature=26 3 3 9 4 3 9 8 20 20 5 5 8 20 3 20 20 9 3 1 17 20 5 3 5 5
split_gain=0.00179062 0.00793974 0.00312664 0.00201394 0.00477315 0.00403086 0.00245568 0.00217037 0.00195662 0.00328133 0.00249075 0.00964361 0.0151698 0.00230219 0.00273661 0.00206533 0.00185889 0.00191569 0.00239865 0.0015604 0.00149842 0.00144195 0.00145293 0.00288124 0.002254 0.000937883
threshold=0.10924500000000002 0.090360000000000024 0.092835000000000015 0.11408000000000003 0.092860000000000012 0.11816500000000002 0.10371500000000002 -0.064125000000000001 -0.057024999999999999 -0.073489999999999986 0.034205000000000006 0.066275000000000014 -0.076924999999999993 -0.042414999999999994 0.16149500000000003 -0.077394999999999992 -0.0071449999999999994 0.098465000000000011 0.10457000000000002 -0.093734999999999999 0.056905000000000011 -0.078725000000000003 -0.017704999999999995 0.087625000000000022 -0.010764999999999999 -0.040404999999999996
decision_type=2 2 2 2 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 6 -5 7 -4 9 15 13 12 -12 -10 19 21 -13 18 -18 25 -21 22 23 -1 -24 -15
right_child=1 2 3 5 -6 -7 -8 -9 10 -11 11 16 -14 14 -16 -17 17 -19 -20 20 -22 -23 24 -25 -26 -27
leaf_value=0.00062535340377189183 0.001124434858774804 -0.00078518772003437134 -8.0702896974358193e-05 0.00021735797902242346 0.0011490476651710782 -0.00097811960389316524 -0.00061392950682161716 0.00071287220215851326 -0.00067126183135309621 0.00061873508833455032 -0.001972851220561509 -0.00064799351233332683 7.8061368611910306e-05 7.6454859080417833e-06 -0.00076136581231418246 -0.00046664996686261094 8.7785386820900019e-05 0.00059004789770520977 -0.00050932562351359019 -0.00010361174456404102 0.00013920456433798832 0.000492290924095148 -0.00063508066089452682 -8.0093847342962631e-06 -2.3987187024776809e-05 0.00053661142305316367
leaf_weight=92 69 48 86 67 46 47 46 55 59 89 76 48 66 64 50 90 237 49 92 1049 329 63 72 303 372 77
leaf_count=92 69 48 86 67 46 47 46 55 59 89 76 48 66 64 50 90 237 49 92 1049 329 63 72 303 372 77
internal_value=0 0.000139122 -3.09233e-05 7.10539e-05 0.00024062 -0.000268334 1.27781e-05 0.000223042 -6.93451e-05 3.96879e-05 -0.00012339 -0.000303187 -0.00101385 -6.01574e-05 -3.66559e-05 -1.14377e-05 -6.43792e-05 7.5649e-06 -7.66997e-05 -1.22621e-05 -4.50448e-05 3.30751e-05 -4.31466e-07 0.000137436 -0.000124927 0.000302319
internal_weight=0 464 395 347 233 114 187 141 3277 1081 2196 568 142 1628 1569 992 426 378 329 1519 1378 902 839 395 444 141
internal_count=3741 464 395 347 233 114 187 141 3277 1081 2196 568 142 1628 1569 992 426 378 329 1519 1378 902 839 395 444 141
is_linear=0
shrinkage=0.0995203


Tree=7524
num_leaves=11
num_cat=0
split_feature=10 12 5 10 4 29 4 5 1 3
split_gain=0.0186944 0.00251542 0.00136509 0.00122591 0.000996031 0.00209803 0.00138058 0.00233869 0.00106196 0.000810932
threshold=0.093790000000000026 0.092405000000000029 0.6362850000000001 0.087605000000000016 0.13554500000000005 -0.075559999999999988 0.11995000000000003 -0.42170999999999997 0.10924000000000002 0.14940500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 8 -8 -1 -7
right_child=-2 -3 -4 -5 5 9 7 -9 -10 -11
leaf_value=4.2455259148200843e-05 -0.0016571448562501003 0.00073429817023012739 0.00056203036202185708 -0.00049401003881668622 0.00083354006164468232 -0.00027395789202955744 0.0001927178160107512 -0.00069337005542383947 -0.00014575334816465695 0.00026548005574251896
leaf_weight=2936 66 50 46 46 46 48 49 70 329 64
leaf_count=2936 66 50 46 46 46 48 49 70 329 64
internal_value=0 3.26952e-05 2.28166e-05 1.56755e-05 2.25259e-05 0.000266985 1.08701e-05 -0.000321631 2.32396e-05 2.69832e-05
internal_weight=0 3684 3634 3588 3542 158 3384 119 3265 112
internal_count=3750 3684 3634 3588 3542 158 3384 119 3265 112
is_linear=0
shrinkage=0.0995203


Tree=7525
num_leaves=9
num_cat=0
split_feature=27 11 29 8 2 2 0 10
split_gain=0.0156242 0.002185 0.00107246 0.00158612 0.0015657 0.00166161 0.00439192 0.000997214
threshold=0.11410500000000003 0.083750000000000033 0.12330000000000002 -0.49499500000000002 0.31326500000000007 0.11995000000000003 -0.14075499999999999 0.086275000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 -5
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=-0.00043494621931683479 -0.0015149863582480452 0.00068379297040929016 0.00049865998259724211 1.6864404862454244e-05 0.00046260886151154162 -0.00095282393554912081 0.00019504866620122268 0.00030520469852879037
leaf_weight=76 66 50 46 3178 79 61 70 124
leaf_count=76 66 50 46 3178 79 61 70 124
internal_value=0 2.98713e-05 2.06487e-05 1.42922e-05 2.42469e-05 1.39208e-05 -0.000333208 2.79404e-05
internal_weight=0 3684 3634 3588 3512 3433 131 3302
internal_count=3750 3684 3634 3588 3512 3433 131 3302
is_linear=0
shrinkage=0.0995203


Tree=7526
num_leaves=9
num_cat=0
split_feature=20 11 27 27 23 20 2 20
split_gain=0.0193353 0.0019004 0.00099837 0.00102494 0.0013897 0.00118857 0.00370503 0.00260938
threshold=0.24030500000000005 0.083750000000000033 0.11673000000000001 0.10530500000000002 0.086650000000000019 0.084680000000000019 -0.065059999999999993 0.0013750000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=3.4018508043678231e-05 -0.0016242008272213634 0.00062054883029710002 0.00048631249580234718 -0.0004189682395713721 -0.0004610040058961225 -0.0001545061573272855 0.00076350647967066544 -0.00055183145033788734
leaf_weight=3221 71 54 46 52 57 88 84 77
leaf_count=3221 71 54 46 52 57 88 84 77
internal_value=0 3.38729e-05 2.49076e-05 1.87486e-05 2.54341e-05 3.36605e-05 0.000289066 2.00922e-05
internal_weight=0 3679 3625 3579 3527 3470 172 3298
internal_count=3750 3679 3625 3579 3527 3470 172 3298
is_linear=0
shrinkage=0.0995203


Tree=7527
num_leaves=12
num_cat=0
split_feature=22 11 30 2 2 30 17 6 18 0 6
split_gain=0.0207658 0.00138153 0.00142671 0.00141395 0.00160603 0.00121781 0.00117409 0.00131897 0.000771554 0.00200658 0.000723384
threshold=0.13292500000000004 0.083750000000000033 0.11634000000000003 -0.0072299999999999994 -0.011474999999999999 0.090320000000000025 0.24923500000000007 -0.083069999999999991 0.11835500000000003 -0.069955000000000003 0.10449000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 7 -5 10 -10 -1
right_child=-2 -3 -4 5 -6 -7 -8 -9 9 -11 -12
leaf_value=2.8628881942246218e-05 -0.0020992586131222189 0.00051079334714311064 0.00050616807254455043 -0.00029442452768949079 0.00055239216688430885 -0.00061024052596642998 0.00036341800864824229 1.118050281809304e-05 -0.00033803158191516582 0.00027159275652772141 0.0001998447254068648
leaf_weight=2352 46 58 59 249 60 47 53 308 164 78 276
leaf_count=2352 46 58 59 249 60 47 53 308 164 78 276
internal_value=0 2.83097e-05 2.04099e-05 1.21918e-05 4.19864e-05 -0.000119436 -8.02782e-05 -0.000123967 3.10306e-05 -0.000138158 4.6922e-05
internal_weight=0 3704 3646 3587 2930 657 610 557 2870 242 2628
internal_count=3750 3704 3646 3587 2930 657 610 557 2870 242 2628
is_linear=0
shrinkage=0.0995203


Tree=7528
num_leaves=26
num_cat=0
split_feature=19 1 1 3 18 3 20 2 18 6 3 5 9 23 9 20 20 3 9 9 9 5 2 9 3
split_gain=0.0161059 0.00430753 0.0154887 0.0377219 0.00498097 0.0157798 0.00239902 0.00228325 0.00182556 0.00150751 0.00271809 0.0016957 0.00606668 0.00458019 0.00195775 0.00220863 0.00105586 0.0008676 0.00123346 0.00347232 0.00158887 0.00120512 0.00102288 0.000424442 0.000265576
threshold=0.14071500000000006 0.051820000000000012 0.067120000000000027 0.094285000000000022 -0.090899999999999995 0.083955000000000016 -0.077724999999999989 -0.10018999999999999 -0.092414999999999983 -0.03252 0.10997000000000003 -0.49053999999999998 0.11351500000000002 -0.022119999999999997 0.09310000000000003 -0.012970000000000001 -0.081945000000000004 0.12992500000000004 0.09667000000000002 0.099125000000000033 0.095055000000000014 -0.09583499999999999 -0.073369999999999991 0.095285000000000022 0.16149500000000003
decision_type=2 2 2 2 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 -5 23 16 11 -11 14 13 -13 15 -4 -9 18 20 -20 21 -6 -21 -7 -19
right_child=-2 2 9 6 17 7 -8 8 -10 10 -12 12 -14 -15 -16 -17 -18 24 19 22 -22 -23 -24 -25 -26
leaf_value=0.001752555590473686 0.0019352819914433743 0.0034761327906691142 0.00049037197179049429 0.00057893974980063423 -0.00031348683350249475 0.00073124820898162691 -0.00037376883156410573 0.00020448648818812589 0.00051652461503222565 -0.00082151902746159956 0.00018765505254708198 0.00078456835436319474 -0.0010603293509797106 -9.0092023769149183e-05 0.00090972290245609029 -0.00016815591332151173 -0.00020606948424759585 0.00036981056653205796 -0.00080851889069250189 0.00026299011201205865 0.00037296761701558618 -3.8597308830167396e-05 -0.00019608471147911961 0.00027023553340422836 3.3056814823569013e-05
leaf_weight=63 46 48 107 52 177 49 52 79 53 50 54 81 48 217 46 93 267 54 84 68 85 1602 159 46 51
leaf_count=63 46 48 107 52 177 49 52 79 53 50 54 81 48 217 46 93 267 54 84 68 85 1602 159 46 51
internal_value=0 6.06918e-05 0.000257504 0.00116792 1.57449e-06 0.000268651 9.47141e-05 7.7751e-05 -2.46943e-05 5.75023e-05 -0.000289654 0.000119872 -1.99299e-05 0.000144904 0.000319832 0.000180063 -0.000109964 -6.33128e-05 -7.70787e-05 -0.000261125 -4.59323e-05 -6.64074e-05 -5.49582e-05 0.000516638 0.000214041
internal_weight=0 3685 848 152 2837 557 104 494 399 696 104 592 346 298 246 200 346 2280 2175 311 1864 1779 227 95 105
internal_count=3731 3685 848 152 2837 557 104 494 399 696 104 592 346 298 246 200 346 2280 2175 311 1864 1779 227 95 105
is_linear=0
shrinkage=0.0995203


Tree=7529
num_leaves=18
num_cat=0
split_feature=19 2 2 8 18 3 3 9 9 18 3 27 21 7 3 3 8
split_gain=0.0130571 0.00344523 0.0179201 0.0311845 0.00824427 0.0223189 0.00392614 0.00193441 0.00274047 0.00162314 0.00126818 0.0010338 0.00108022 0.001187 0.00131183 0.00222959 0.00156496
threshold=0.14071500000000006 -0.079954999999999984 -0.080644999999999994 -0.083574999999999997 -0.095799999999999982 0.085730000000000015 0.10636500000000003 0.10464500000000003 0.098720000000000016 -0.10872 0.11125500000000002 -0.032854999999999995 -0.079279999999999989 0.077685000000000018 0.10611500000000003 0.10850000000000003 -0.091134999999999994
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 -1 9 8 10 -7 -6 -3 -13 14 16 -16 -14
right_child=-2 11 3 -5 7 6 -8 -9 -10 -11 -12 12 13 -15 15 -17 -18
leaf_value=0.0025797099455987047 0.0017426824677945511 0.00033121528508962448 -0.00014669537996867809 0.0032831902986784904 -3.8499272957321837e-05 -0.00041266480797840405 0.00075463284380155639 0.00048241860736274015 -0.00079850252250497503 0.00026042077294211318 0.00041139047576659363 0.00030248557941087677 0.00012982038345244298 -0.00056984967393517328 0.00063874937094399295 -7.0817127268816132e-06 -0.0001916627105603976
leaf_weight=46 46 70 57 48 1307 86 74 73 46 59 65 78 181 47 58 582 808
leaf_count=46 46 70 57 48 1307 86 74 73 46 59 65 78 181 47 58 582 808
internal_value=0 5.47401e-05 0.000150104 0.00141346 7.40952e-05 0.000585675 0.000163098 -1.62804e-05 -4.25312e-05 -0.000133143 -1.65886e-05 -4.2109e-05 -5.74746e-05 -7.47154e-05 -5.99272e-05 5.01677e-05 -0.000131999
internal_weight=0 3685 1861 105 1756 265 219 1491 1418 145 1372 1824 1754 1676 1629 640 989
internal_count=3731 3685 1861 105 1756 265 219 1491 1418 145 1372 1824 1754 1676 1629 640 989
is_linear=0
shrinkage=0.0995203


Tree=7530
num_leaves=22
num_cat=0
split_feature=2 2 17 5 18 17 18 2 10 9 9 5 26 20 5 4 26 26 30 26 2
split_gain=0.00413396 0.0225951 0.00613902 0.0523059 0.00318256 0.00579832 0.00209114 0.00250285 0.00188443 0.00226812 0.00649073 0.00137595 0.00134724 0.00103646 0.000894285 0.00117339 0.000971998 0.00129338 0.00204482 0.00176282 0.00068144
threshold=-0.080254999999999993 -0.080644999999999994 0.048565000000000011 -0.010264999999999998 -0.12363 -0.45712999999999998 -0.014319999999999999 -0.08342999999999999 0.091445000000000026 0.095285000000000022 0.098465000000000011 0.27139000000000008 -0.22971 0.15091500000000005 -0.52786999999999995 0.10724500000000002 -0.088764999999999997 -0.054024999999999997 0.090320000000000025 -0.010295 -0.096314999999999998
decision_type=2 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 -4 20 9 11 -11 -6 -2 14 15 -14 -16 18 -18 -19 -8
right_child=12 -3 3 -5 8 -7 7 -9 -10 10 -12 -13 13 -15 16 -17 17 19 -20 -21 -22
leaf_value=0.0012297028096350938 0.00042021752825808053 0.0019555697597492564 -0.00050416434732954932 0.0036032790754194147 -2.7727964279419904e-05 -0.00016102231362089697 0.00012043781085215223 0.00066131937654768502 0.00056153405009668931 -0.0013371216828074023 0.00015189993367076496 0.00044312761453377443 0.00057075421919723656 0.00031502462636922982 -0.00046614176135892572 -0.00011026946433581132 0.00039296796288372087 -0.00065578980537997782 -0.00029803655053220105 -7.825840378425257e-05 -0.00035988127466720065
leaf_weight=58 62 68 72 46 1127 59 52 59 53 49 69 65 49 73 64 48 133 55 61 1347 62
leaf_count=58 62 68 72 46 1127 59 52 59 53 49 69 65 49 73 64 48 133 55 61 1347 62
internal_value=0 0.000174625 0.000105781 0.000523777 2.30404e-05 0.0005214 -5.10744e-05 0.000132763 -1.91383e-05 -4.3256e-05 -0.000459485 -1.36533e-06 -3.4623e-05 -5.04803e-05 -6.61322e-05 0.000225313 -8.36556e-05 -6.78049e-05 0.000171474 -0.000101499 -0.000133607
internal_weight=0 1839 1771 291 1480 117 245 173 1363 1310 118 1192 1892 1830 1757 97 1660 1596 194 1402 114
internal_count=3731 1839 1771 291 1480 117 245 173 1363 1310 118 1192 1892 1830 1757 97 1660 1596 194 1402 114
is_linear=0
shrinkage=0.0995203


Tree=7531
num_leaves=24
num_cat=0
split_feature=19 1 1 21 1 1 17 18 2 5 18 19 1 3 3 8 3 21 2 3 22 20 6
split_gain=0.00967195 0.00341802 0.0120148 0.0345162 0.00312749 0.0132208 0.0017963 0.00158156 0.00128255 0.00115961 0.00282906 0.00118046 0.00102172 0.000930656 0.00185844 0.00148779 0.00402564 0.00124487 0.000913102 0.00072135 0.0012659 0.00211463 0.00134503
threshold=0.14071500000000006 0.051820000000000012 0.067120000000000027 0.09407500000000002 -0.090729999999999991 -0.09225499999999999 0.26639000000000007 -0.14343999999999998 -0.077714999999999992 0.2686150000000001 -0.057764999999999997 0.088935000000000028 0.031740000000000011 0.12015500000000003 0.11404500000000002 -0.062834999999999988 0.14721500000000004 0.10787500000000003 -0.013174999999999999 0.08345000000000001 0.079065000000000024 -0.0083149999999999995 -0.097455
decision_type=2 2 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 7 13 -1 -5 11 -11 -9 19 14 17 18 -17 -4 -15 -6 22 -22 -21
right_child=-2 2 6 8 12 -7 -8 9 -10 10 -12 -13 -14 15 -16 16 -18 -19 -20 20 21 -23 -24
leaf_value=0.00045354635997964341 0.0014962064202056042 0.003194931725014236 0.00017360126025763869 0.00034749744085642807 -0.00034259063314507991 0.0017710703792808218 -0.00051790806018364938 0.00014714283232550906 -0.00035471442235446038 -0.00071224158463539702 0.00021782562841292041 -0.00032215590877709695 -0.00048839667878186372 0.00048718007058890352 0.00071921734071787825 -0.00084230413058284672 0.00035116931704914819 -0.00038064974474857763 -2.8143803342708895e-05 -0.00045083376026158745 -0.00026637339295778966 0.00052197609323414876 -4.6353334493035844e-05
leaf_weight=85 46 49 286 50 84 48 52 344 53 68 60 62 56 52 56 65 48 46 91 86 51 94 1799
leaf_count=85 46 49 286 50 84 48 52 344 53 68 60 62 56 52 56 65 48 46 91 86 51 94 1799
internal_value=0 4.33889e-05 0.000218739 0.00102057 -8.73587e-06 0.000179403 4.24498e-05 5.46559e-05 -5.88705e-06 -7.30492e-06 -0.000269877 7.34602e-05 -6.69421e-05 8.89672e-05 0.00018664 -5.58701e-05 -0.000328098 9.43417e-05 0.000153522 -5.53905e-05 -4.31031e-05 0.000239049 -6.52414e-05
internal_weight=0 3685 848 152 2837 667 696 619 103 534 128 406 2170 644 388 256 113 332 143 2114 2030 145 1885
internal_count=3731 3685 848 152 2837 667 696 619 103 534 128 406 2170 644 388 256 113 332 143 2114 2030 145 1885
is_linear=0
shrinkage=0.0995203


Tree=7532
num_leaves=21
num_cat=0
split_feature=28 6 17 6 8 8 6 8 9 1 1 5 6 9 19 10 9 7 20 21
split_gain=0.0107459 0.00117005 0.00222101 0.00308673 0.00192041 0.00373962 0.00182805 0.00258261 0.00445348 0.00206703 0.00246835 0.00213615 0.00172627 0.00148557 0.00104243 0.000926614 0.00128578 0.00475425 0.00313067 0.00119707
threshold=0.080375000000000016 0.085570000000000021 0.51174000000000019 0.090460000000000026 -0.089594999999999994 -0.086914999999999992 0.095080000000000012 -0.073439999999999991 0.088510000000000019 -0.07002499999999999 -0.080500000000000002 -0.045014999999999993 0.086965000000000028 0.085280000000000022 0.13722000000000004 0.091445000000000026 0.11351500000000002 0.081185000000000021 -0.045109999999999997 0.13276500000000005
decision_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 13 -6 7 8 -5 10 -8 -11 -7 -3 15 16 17 19 -18 -1
right_child=-2 2 -4 6 5 12 9 -9 -10 11 -12 -13 -14 -15 -16 -17 18 -19 -20 -21
leaf_value=-7.6714746264280878e-05 0.0011509459612142213 -0.00049595143364531118 0.00058081845226345323 -0.00071467184274912553 0.0011667114151485962 0.00066582868417390095 -7.0255645647108962e-05 -0.00089600895319036876 0.00032787151033937095 0.000106305740442245 0.00051841641135495602 -0.00050896670643566335 7.3267598046462858e-05 0.00018351019191460959 -0.00047796666264604982 0.00033881286978499709 0.00016093787934062158 0.00091078389176396917 -0.00084419209725838159 0.00030291529622650444
leaf_weight=2022 80 53 77 72 49 65 159 60 92 102 124 119 211 78 57 60 56 51 65 85
leaf_count=2022 80 53 77 72 49 65 159 60 92 102 124 119 211 78 57 60 56 51 65 85
internal_value=0 -1.49321e-05 6.23571e-05 2.79481e-05 0.000231519 0.000361675 -9.84391e-05 -0.000335057 -0.000124839 5.10022e-06 0.000184786 -0.000221291 0.000215786 -8.51375e-05 -5.59505e-05 -4.53163e-05 -5.57886e-05 -3.76655e-05 -0.000372243 -6.10113e-05
internal_weight=0 3657 1261 1184 456 325 728 224 164 504 283 221 276 131 2396 2339 2279 2158 121 2107
internal_count=3737 3657 1261 1184 456 325 728 224 164 504 283 221 276 131 2396 2339 2279 2158 121 2107
is_linear=0
shrinkage=0.0995203


Tree=7533
num_leaves=17
num_cat=0
split_feature=28 24 21 21 17 17 5 3 17 17 20 5 9 9 26 21
split_gain=0.00871175 0.00100134 0.000919601 0.0016683 0.00112334 0.00364873 0.00249852 0.00174845 0.00122814 0.00121012 0.00104171 0.00123739 0.00123518 0.00126429 0.0011967 0.00108702
threshold=0.080375000000000016 0.083550000000000027 0.085470000000000018 0.083050000000000027 -0.013125 -0.0020399999999999997 -0.0091849999999999987 0.087570000000000023 -0.01857 -0.036600000000000001 0.10634000000000003 -0.5087799999999999 0.10892000000000003 0.11741500000000002 0.096980000000000025 0.12603000000000006
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 -6 -7 9 -1 11 -4 14 -14 -13 -12
right_child=-2 -3 10 -5 5 7 -8 -9 -10 -11 15 12 13 -15 -16 -17
leaf_value=-7.1444696224957774e-05 0.00103640349355363 -0.00037339532461562117 -0.00060108673623668178 0.00051560922165237841 0.00021143674640625322 -0.00020559385330859325 0.00091690625005877121 7.5395106660920146e-05 -0.00047983413188626786 0.00030941999890750301 -3.2244965936950487e-05 -8.1996236863914014e-05 -0.00076340532883264881 -9.7954833329279121e-05 0.00030760754074813512 0.00057905164165052386
leaf_weight=854 80 75 49 68 176 305 72 780 66 91 71 796 51 71 86 46
leaf_count=854 80 75 49 68 176 305 72 780 66 91 71 796 51 71 86 46
internal_value=0 -1.33346e-05 -5.56713e-06 2.93063e-05 1.48492e-05 7.51319e-05 0.000419552 -2.83808e-06 -6.38236e-05 -3.39026e-05 -7.81596e-05 -0.000109966 -8.51811e-05 -0.000382845 -4.30795e-05 0.000201097
internal_weight=0 3657 3582 2412 2344 1333 248 1085 1011 945 1170 1053 1004 122 882 117
internal_count=3737 3657 3582 2412 2344 1333 248 1085 1011 945 1170 1053 1004 122 882 117
is_linear=0
shrinkage=0.0995203


Tree=7534
num_leaves=14
num_cat=0
split_feature=28 6 18 8 6 1 8 8 3 0 0 24 0
split_gain=0.0070645 0.00111125 0.00440157 0.00242141 0.00156529 0.00144283 0.000862938 0.0012021 0.00197253 0.00813073 0.00398533 0.00101138 0.00101637
threshold=0.080375000000000016 0.11642500000000001 -0.069565000000000002 -0.066829999999999987 0.11146500000000002 -0.052259999999999994 0.24853500000000003 0.0012600000000000003 0.11089500000000001 -0.057604999999999996 0.12387500000000003 0.083550000000000027 -0.23058999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -5 7 11 10 -10 -9 12 -1
right_child=-2 2 3 5 -6 -7 -8 8 9 -11 -12 -13 -14
leaf_value=0.00030991180242739537 0.00093326045049244325 0.00076899000931357595 -0.00052276123201117173 0.00062354810003397711 -0.00053161540378249749 -0.00014177942675391427 0.00033739981891977086 -0.0002336118724060292 0.00039437411684187029 -0.0012750899659662606 0.0007131398788616768 -0.00037958768686175115 -5.5027037447166651e-06
leaf_weight=105 80 86 76 47 60 48 66 219 51 65 55 69 2710
leaf_count=105 80 86 76 47 60 48 66 219 51 65 55 69 2710
internal_value=0 -1.20298e-05 0.000187105 -0.000100751 -2.73229e-05 0.000228239 -1.80186e-05 -2.54335e-05 -0.000189455 -0.000534044 -4.05827e-05 -2.96919e-06 5.97151e-06
internal_weight=0 3657 257 171 3400 95 3340 3274 390 116 274 2884 2815
internal_count=3737 3657 257 171 3400 95 3340 3274 390 116 274 2884 2815
is_linear=0
shrinkage=0.0995203


Tree=7535
num_leaves=17
num_cat=0
split_feature=27 4 23 8 30 4 10 10 8 9 1 17 9 7 11 3
split_gain=0.00228676 0.0136553 0.00126819 0.000969395 0.00159756 0.00124811 0.000948358 0.00243008 0.00110687 0.00357607 0.00564913 0.00112161 0.00282314 0.00120554 0.000733327 0.000454302
threshold=0.078745000000000023 0.079225000000000018 0.086650000000000019 -0.071594999999999992 0.090320000000000025 0.10533000000000002 0.090150000000000022 0.085875000000000021 0.0012600000000000003 0.11351500000000002 0.10539000000000003 0.51174000000000019 0.093335000000000015 0.077685000000000018 -0.084384999999999988 0.090205000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 15 7 8 11 10 -10 13 -13 -1 -7 -3
right_child=1 3 -4 -5 -6 14 -8 -9 9 -11 -12 12 -14 -15 -16 -17
leaf_value=9.0735802541530552e-07 0.0017043279009718824 0 -0.00050248013834863531 0.00037329848255552764 -0.00059386974648884786 -6.0727897027306543e-05 -0.00043713155299120995 0.00067030076617226298 -0.00020025823796525084 -0.00082268843622018771 0.00098829666548884204 -0.00012598041359178271 0.00076905855235886523 -0.00051276348057067739 0.00041875796004677213 -0.00042148976474657931
leaf_weight=2609 54 46 53 57 49 47 51 52 283 69 46 74 64 46 82 55
leaf_count=2609 54 46 53 57 49 47 51 52 283 69 46 74 64 46 82 55
internal_value=0 0.000235393 -1.91777e-05 0 -7.70911e-05 2.94461e-05 -1.11529e-05 -4.20144e-06 -1.54496e-05 -0.000170796 -3.1589e-05 6.39411e-06 0.000283178 -7.68408e-06 0.000237716 -0.000228456
internal_weight=0 390 3347 336 279 230 3294 3243 3191 398 329 2793 138 2655 129 101
internal_count=3737 390 3347 336 279 230 3294 3243 3191 398 329 2793 138 2655 129 101
is_linear=0
shrinkage=0.0995203


Tree=7536
num_leaves=15
num_cat=0
split_feature=19 18 8 6 19 17 9 9 18 0 1 11 3 20
split_gain=0.00917282 0.00356132 0.0153741 0.0239577 0.0030444 0.00207567 0.00182988 0.00223848 0.00210477 0.0017318 0.00175816 0.00160582 0.00266317 0.000330331
threshold=0.14071500000000006 -0.091594999999999996 -0.081915000000000002 -1.0000000180025095e-35 -0.112555 -0.56005499999999986 0.097910000000000011 0.095285000000000022 -0.14624999999999996 0.12433000000000002 -0.44477499999999998 -0.37931999999999999 0.15537500000000004 -0.069434999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -3 7 8 -6 10 -7 -12 -13 -8
right_child=-2 5 4 -5 6 9 13 -9 -10 -11 11 12 -14 -15
leaf_value=-7.052333608747369e-05 0.0013421724454994698 -0.00060051494862600914 0.00071893579159717515 -0.0026667918250956983 -0.00048648810642867776 -0.00053087887099355097 0.00046604980633693316 -0.00079465914377427045 6.5763105976917265e-05 0.00043142224278382445 -0.00057360876477312902 -1.8096261630309117e-05 0.00068755582367214943 7.4479666726167754e-05
leaf_weight=83 46 61 49 62 98 67 48 55 220 84 50 2742 54 49
leaf_count=83 46 61 49 62 98 67 48 55 220 84 50 2742 54 49
internal_value=0 -7.1148e-05 -0.000280184 -0.0011863 -2.54539e-05 -2.54911e-05 -0.000104802 -0.000206204 -0.000101853 -1.35141e-05 -2.66254e-05 -1.44667e-05 -4.17499e-06 0.000276686
internal_weight=0 3722 664 145 519 3058 470 373 318 2997 2913 2846 2796 97
internal_count=3768 3722 664 145 519 3058 470 373 318 2997 2913 2846 2796 97
is_linear=0
shrinkage=0.0995203


Tree=7537
num_leaves=17
num_cat=0
split_feature=19 2 9 9 2 3 3 20 1 2 26 26 11 1 2 3
split_gain=0.00743897 0.00333239 0.0143277 0.0445577 0.00177879 0.00166816 0.00272796 0.00229786 0.00172759 0.00159826 0.00109174 0.00104593 0.0016611 0.00103278 0.00107071 0.000399517
threshold=0.14071500000000006 -0.088554999999999995 0.08488500000000003 0.082690000000000027 -0.087804999999999994 0.088055000000000022 0.092200000000000018 -0.096095 -0.011714999999999998 -0.10018999999999999 0.056820000000000016 -0.23202999999999999 -0.37506 -0.52333999999999992 -0.086849999999999997 0.086605000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 -3 10 9 -8 -9 -7 -4 -6 -13 -14 -15 -1
right_child=-2 4 5 -5 11 6 7 8 -10 -11 -12 12 13 14 -16 -17
leaf_value=-0.00018569541578363424 0.0012085991763761631 0.00054038273848674349 8.2293349334950283e-05 -0.003586506762321274 -0.00046917408446649336 -8.3238234944639852e-05 0.00062132795427108703 0.00010186998842572371 -0.00051761312228619787 -0.00086964677311937317 0.00070348910456582948 0.00054007828517074329 -0.0004683500971206798 -0.00033443129791892455 -1.1472559807909832e-05 0.00017834889627060075
leaf_weight=67 46 55 81 49 53 49 58 143 64 60 46 51 53 106 2734 53
leaf_count=67 46 55 81 49 53 49 58 143 64 60 46 51 53 106 2734 53
internal_value=0 -6.40893e-05 -0.000265169 -0.00105756 -1.96783e-05 4.90962e-07 -0.000103691 6.59517e-05 -8.57064e-05 -0.000523634 0.000313739 -3.02295e-05 -2.20492e-05 -3.22418e-05 -2.38149e-05 -1.80873e-05
internal_weight=0 3722 670 169 3052 501 374 265 207 109 127 2997 2944 2893 2840 120
internal_count=3768 3722 670 169 3052 501 374 265 207 109 127 2997 2944 2893 2840 120
is_linear=0
shrinkage=0.0995203


Tree=7538
num_leaves=24
num_cat=0
split_feature=2 9 9 9 3 9 2 3 2 1 2 3 3 9 2 3 26 26 26 0 0 8 18
split_gain=0.00332235 0.0116446 0.0410496 0.00151188 0.00142456 0.00575096 0.00133819 0.00149078 0.00613242 0.0132225 0.00155734 0.0034518 0.00281286 0.00540187 0.00163833 0.00116785 0.0026379 0.00193289 0.00103336 0.00100282 0.00138173 0.00150892 0.000528969
threshold=-0.088554999999999995 0.08488500000000003 0.083110000000000031 0.086700000000000013 0.11061500000000002 0.098720000000000016 -0.087804999999999994 0.090995000000000006 -0.082139999999999991 -0.021369999999999997 -0.079739999999999991 0.093835000000000016 0.094285000000000022 0.09055500000000001 -0.076034999999999991 0.090595000000000023 0.11215000000000001 0.098185000000000022 -0.084904999999999994 0.12433000000000002 -0.068899999999999989 -0.080659999999999996 -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 22 -3 19 -6 -2 15 9 -9 11 -10 13 -12 -14 16 17 18 -8 20 21 -5 -1
right_child=6 3 -4 4 5 -7 7 8 10 -11 12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00021955089719144982 0.00048660375905707219 0.00051582197224448606 -0.003495129321652613 0.000185269618972924 0.0010919641260144248 -0.00041010744352652003 -0.00045351119331087802 0.0018057054834993182 -0.00085506772244895758 -0.00011111928694758974 -0.00031989611948925504 0.00017412645217158582 -0.00034461578106296365 0.00079064017068434177 1.3072121512042893e-05 -0.00055407535745863562 0.00061343674159177396 -0.00067960583187804085 -4.6589000653224833e-05 -0.00059298171377606833 0.00028158121869932573 -0.00037026330230456578 -0.00019431389491111024
leaf_weight=54 55 50 46 66 46 55 66 60 64 86 67 63 144 119 1037 51 54 54 1174 46 74 167 70
leaf_count=54 55 50 46 66 46 55 66 60 64 86 67 63 144 119 1037 51 54 54 1174 46 74 167 70
internal_value=0 -0.000243745 -0.000956013 -1.87202e-06 -6.069e-05 0.000265899 0 -8.71322e-06 5.53643e-05 0.00067101 -4.25134e-06 -0.000338077 2.61636e-05 0.000386207 -2.98478e-05 -8.44142e-05 -6.60378e-05 -9.50257e-05 -6.8908e-05 -0.000156452 -8.83775e-05 -0.000209389 -7.48062e-06
internal_weight=0 674 170 504 454 101 3094 3039 1640 146 1494 127 1367 186 1181 1399 1348 1294 1240 353 307 233 124
internal_count=3768 674 170 504 454 101 3094 3039 1640 146 1494 127 1367 186 1181 1399 1348 1294 1240 353 307 233 124
is_linear=0
shrinkage=0.0995203


Tree=7539
num_leaves=19
num_cat=0
split_feature=17 8 17 17 3 3 20 1 26 4 7 0 2 1 9 0 26 8
split_gain=0.00455666 0.0142335 0.00218216 0.020756 0.00494859 0.01185 0.00162266 0.00400749 0.00136157 0.00177143 0.00137012 0.00137129 0.00248103 0.0023832 0.00134423 0.00182921 0.0011768 0.000601686
threshold=0.51544000000000012 -0.077889999999999987 -0.09744499999999999 -0.10811499999999999 0.085625000000000021 0.084235000000000018 -0.096095 -0.047889999999999995 -0.23202999999999999 0.15221500000000004 0.082845000000000016 -0.071799999999999989 -0.072895000000000001 -0.094454999999999997 0.099125000000000033 -0.08076499999999999 0.097125000000000031 -0.076924999999999993
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 17 7 -6 -4 10 11 13 -13 -10 15 -8 -16 -1
right_child=1 -3 8 -5 6 -7 14 -9 9 -11 -12 12 -14 -15 16 -17 -18 -19
leaf_value=0.00027960673142597589 0.0015444402091323629 -0.00056853047870934282 -0.00046557370963373279 -0.0020834025645855994 -0.0001775749752707881 -0.0018703418555690542 0.00017912841311634704 0.001081367945355433 0.00066316595764149677 0.00059804362855828922 -0.00048214000354093603 0.00046650626893615437 -1.6226080101723943e-05 -5.2998676485050496e-05 0.00057718197773244011 -0.0002101754043551162 -2.9129745732644617e-05 -0.00021049256508294718
leaf_weight=47 67 59 64 54 53 49 167 46 47 48 60 163 290 1972 61 408 61 52
leaf_count=47 67 59 64 54 53 49 167 46 47 48 60 163 290 1972 61 408 61 52
internal_value=0 0.000548536 -5.97735e-05 -0.000185218 -7.57684e-05 -0.000604398 2.14912e-05 0.00039912 -1.21137e-05 -5.47773e-07 -1.22188e-05 -4.81778e-07 0.000155665 -3.59217e-05 -3.09717e-05 -9.56843e-05 0.000267316 1.39119e-05
internal_weight=0 126 3642 998 944 148 796 99 2644 2580 2532 2472 453 2019 697 575 122 99
internal_count=3768 126 3642 998 944 148 796 99 2644 2580 2532 2472 453 2019 697 575 122 99
is_linear=0
shrinkage=0.0995203


Tree=7540
num_leaves=21
num_cat=0
split_feature=24 17 18 1 18 5 17 0 19 0 1 18 18 2 2 2 19 0 18 5
split_gain=0.00133724 0.00175747 0.00371302 0.00249157 0.00526561 0.00456574 0.00200285 0.00152655 0.00141158 0.0010461 0.00135073 0.00158416 0.0022024 0.0011511 0.003568 0.00327838 0.00102841 0.00071039 0.0003811 0.000351479
threshold=0.084270000000000025 0.12576000000000004 -0.077844999999999998 -0.068094999999999989 -0.050324999999999995 -0.037239999999999995 0.11180000000000002 -0.097424999999999998 0.11644500000000003 0.12461500000000002 -0.093734999999999999 0.027500000000000007 -0.14624999999999996 -0.079739999999999991 -0.080484999999999987 -0.079149999999999984 0.078135000000000024 -0.113275 0.089775000000000021 0.18340500000000004
decision_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 -4 7 9 17 -9 10 11 12 -1 14 -12 -15 -13 -5 -6 -11
right_child=-2 2 3 5 18 -7 -8 8 -10 19 13 16 -14 15 -16 -17 -18 -19 -20 -21
leaf_value=-0.00027817014208339231 0.00036466410216993343 -0.00083591605980785813 0.0011211010385918684 -8.1070216458905482e-05 7.0656362861215885e-06 -0.00096713331145990367 0.00057556190083472879 0.00047949274447777672 -0.0001137447766244191 -0.00014688371663907691 -6.8536614111976843e-05 -0.00052738207299583568 0.00037848304619519815 0.00082154726812266713 -0.00075544957355701519 -9.5206396774879814e-06 7.3093653513967266e-05 -0.0006334294070627337 -0.00037983664819257501 -0.00054736909776145976
leaf_weight=61 79 81 46 50 47 70 55 67 94 53 1274 48 266 49 80 1124 64 50 46 48
leaf_count=61 79 81 46 50 47 70 55 67 94 53 1274 48 266 49 80 1124 64 50 46 48
internal_value=0 -4.81596e-05 -0.000212172 -0.000102933 0.0002477 -0.000252651 -1.8951e-05 -5.78913e-05 0.000128046 -2.98793e-05 -1.88617e-05 0.000141807 0.000253485 -4.70976e-05 -0.000109727 2.44979e-05 -0.000176944 -0.000365436 -0.000175503 -0.000345319
internal_weight=0 3673 551 470 139 331 3122 261 161 3067 2966 439 327 2527 1354 1173 112 100 93 101
internal_count=3752 3673 551 470 139 331 3122 261 161 3067 2966 439 327 2527 1354 1173 112 100 93 101
is_linear=0
shrinkage=0.0995203


Tree=7541
num_leaves=29
num_cat=0
split_feature=26 18 18 18 1 1 3 8 8 26 3 3 3 5 9 20 20 18 3 22 5 9 9 3 6 6 18 9
split_gain=0.00203634 0.00159728 0.0121962 0.00254991 0.00184816 0.0061181 0.00312691 0.00308896 0.00449189 0.00163374 0.00173162 0.0020996 0.00190469 0.00160339 0.00246683 0.00147658 0.00299308 0.00141546 0.00151799 0.00130623 0.00154153 0.00174826 0.00163402 0.00130438 0.00124894 0.00178228 0.00130034 0.00212677
threshold=0.086985000000000021 -0.014319999999999999 -0.025879999999999997 -0.0097449999999999985 -0.064534999999999995 -0.047239999999999997 0.096595000000000028 -0.077604999999999993 -0.079585000000000003 0.087625000000000022 0.084620000000000015 0.086895000000000014 0.088185000000000027 -0.013050000000000001 0.092605000000000021 -0.011044999999999999 -0.0078249999999999986 -0.093649999999999997 0.11339500000000001 0.12975500000000004 -0.50749999999999995 0.11351500000000002 0.095950000000000021 0.08895500000000002 -0.11796999999999999 -0.097455 -0.085834999999999995 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 2 2
left_child=15 2 4 -3 6 -6 7 8 -2 -5 -11 -12 -13 -7 -15 17 -17 18 23 20 -18 22 -22 -1 -19 -26 -27 -28
right_child=1 3 -4 9 5 13 -8 -9 -10 10 11 12 -14 14 -16 16 19 24 -20 -21 21 -23 -24 -25 25 26 27 -29
leaf_value=9.6844072928766619e-05 5.8535689376020083e-05 0.00052166993605068043 -0.0014146344261400049 -0.00061890139502444267 -0.0010951393354772547 0.00048390711917888779 0.00075881168289230864 0.00051582108683804291 -0.0010389196292128757 0.00048059841081674 -0.0005391254582596879 0.00046396178492935045 -8.2334033089565892e-05 -0.00057571290355890763 0.00011889568055807389 0.00079019487446181267 -0.00045377593636527938 0.00024800495305938236 -0.0002322657005242292 0.00058709788987159109 8.7991988280138747e-05 0.00065359387500270706 -0.00033074459922497433 0.00081520685126515305 -0.00066056500425155018 -0.00051024245229484779 0.00013498000076361173 -0.0002614911847346844
leaf_weight=60 113 75 77 53 67 49 57 65 54 57 90 70 636 82 129 60 58 79 51 46 853 49 103 47 66 72 274 260
leaf_count=60 113 75 77 53 67 49 57 65 54 57 90 70 636 82 129 60 58 79 51 46 853 49 103 47 66 72 274 260
internal_value=0 -0.000117217 -0.000233088 -3.45282e-05 -8.40657e-05 -0.000246836 9.72739e-05 -6.17307e-05 -0.000291428 -8.14747e-05 -4.71227e-05 -8.59402e-05 -2.70092e-05 -2.50854e-05 -0.000147167 3.00619e-05 0.000104307 -6.45183e-05 0.000204303 6.646e-05 4.31599e-05 7.26533e-05 4.20207e-05 0.000420038 -0.000122165 -0.0001669 -0.000111783 -5.65254e-05
internal_weight=0 1674 693 981 616 327 289 232 167 906 853 796 706 260 211 2078 1169 909 158 1109 1063 1005 956 107 751 672 606 534
internal_count=3752 1674 693 981 616 327 289 232 167 906 853 796 706 260 211 2078 1169 909 158 1109 1063 1005 956 107 751 672 606 534
is_linear=0
shrinkage=0.0995203


Tree=7542
num_leaves=33
num_cat=0
split_feature=26 17 3 3 3 26 2 3 6 17 8 8 1 1 1 5 5 20 20 20 18 18 18 18 18 21 17 5 17 26 8 2
split_gain=0.00165026 0.00132262 0.0016624 0.00666885 0.00223597 0.00166473 0.00368611 0.00369477 0.00229852 0.00218346 0.00144525 0.00261413 0.00295832 0.00244861 0.00351635 0.00202245 0.00202143 0.00119745 0.00242543 0.00117288 0.00128333 0.00235075 0.00204658 0.0012976 0.0011487 0.00228562 0.00201074 0.00151932 0.00156151 0.00133391 0.00124962 0.000863272
threshold=0.086985000000000021 0.51734000000000024 0.089985000000000023 0.089485000000000023 0.090435000000000029 0.091400000000000023 -0.083104999999999998 0.093835000000000016 0.12241500000000002 0.41752000000000006 -0.083294999999999994 -0.079854999999999995 -0.083899999999999988 -0.083284999999999984 -0.090104999999999991 -0.078739999999999991 -0.013384999999999999 -0.011044999999999999 -0.0078249999999999986 -0.00059999999999999995 -0.14624999999999996 -0.086894999999999986 -0.025879999999999997 -0.092084999999999986 -0.093649999999999997 -0.0086749999999999987 -0.24445500000000001 -0.0047599999999999995 -0.086174999999999988 -0.0083299999999999989 -0.013304999999999999 -0.082644999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 10 -4 6 -6 -8 9 -7 13 12 -12 14 -2 -15 -13 24 -19 -20 -21 23 -23 -22 25 -1 -26 28 -28 -30 -29 -27
right_child=1 -3 4 -5 5 8 7 -9 -10 -11 11 16 -14 15 -16 -17 -18 18 19 20 21 22 -24 -25 26 31 27 30 29 -31 -32 -33
leaf_value=0.00077578289989372717 -0.00034799730298241201 -0.00052804816313215897 0.00065416661613386363 -0.0013199563187356253 0.00039702090267570186 1.7668999260245947e-05 -0.0011193560684110838 -5.2522101653492369e-05 -0.00054903046390629949 0.00063288927550845446 -0.0011787460648876853 -0.0004726177715140396 -7.6842127062460902e-05 -2.7137247116995776e-06 0.00061421247684737067 -0.0007635741876069592 0.00036349026333549046 0.00071155450913156773 -0.00042384952283447034 -0.00029845823922344735 0.00022569062952495982 -0.00051414259789867738 7.7859316838690146e-05 0.00074689451584136095 -0.00069080337793830417 -0.00032905743168293691 -0.00064482951246447892 0.00056063682894737178 -0.00029287470871315347 3.7145661845819426e-05 -0.00010678004796263484 0.00022068330983011973
leaf_weight=46 56 71 48 50 51 652 66 66 64 63 55 50 46 106 110 53 67 60 47 80 160 63 687 72 55 57 53 64 183 350 46 55
leaf_count=46 56 71 48 50 51 652 66 66 64 63 55 50 46 106 110 53 67 60 47 80 160 63 687 72 55 57 53 64 183 350 46 55
internal_value=0 -0.000105454 -8.62257e-05 -0.000218544 -7.72711e-06 -4.1604e-05 -0.000312 -0.000592141 2.08656e-05 7.30222e-05 -0.000115618 -0.000314044 -0.000684994 1.49616e-05 0.00028468 -0.000261483 0 2.71094e-05 9.39957e-05 5.98459e-05 8.20232e-05 0.000113853 2.70396e-05 0.000390972 -5.80078e-05 0.000183971 -0.000110007 -6.29342e-05 -0.000127596 -7.46275e-05 0.000274093 -5.17863e-05
internal_weight=0 1674 1603 593 1010 962 183 132 779 715 543 218 101 325 166 159 117 2078 1169 1109 1062 982 750 232 909 158 751 696 586 533 110 112
internal_count=3752 1674 1603 593 1010 962 183 132 779 715 543 218 101 325 166 159 117 2078 1169 1109 1062 982 750 232 909 158 751 696 586 533 110 112
is_linear=0
shrinkage=0.0995203


Tree=7543
num_leaves=11
num_cat=0
split_feature=22 19 24 0 6 17 0 10 6 5
split_gain=0.00118789 0.00143113 0.00113421 0.00125221 0.00264799 0.00105864 0.000997095 0.00125853 0.000728348 0.000493179
threshold=0.13240000000000005 0.13881500000000005 0.084270000000000025 -0.229625 -0.087825 0.51734000000000024 0.12461500000000002 0.086275000000000018 -0.03252 0.18340500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5 -7 -8
right_child=-2 -3 -4 5 -6 8 9 -9 -10 -11
leaf_value=-0.00078050665282321675 0.00045686157005626871 -0.00053098811410882106 0.00038353384943057539 -1.6176648533521196e-05 0.00012304175993379591 -6.2499717220394185e-05 -9.0379378523603165e-05 0.00031347635076485323 -0.00063196292038905709 -0.00053544167780524509
leaf_weight=66 49 57 65 3131 60 49 57 119 47 52
leaf_count=66 49 57 65 3131 60 49 57 119 47 52
internal_value=0 -3.53844e-05 -2.74118e-05 -3.50996e-05 -0.000343749 -2.36066e-05 -1.40395e-05 -3.85439e-06 -0.000349827 -0.000310213
internal_weight=0 3703 3646 3581 126 3455 3359 3250 96 109
internal_count=3752 3703 3646 3581 126 3455 3359 3250 96 109
is_linear=0
shrinkage=0.0995203


Tree=7544
num_leaves=11
num_cat=0
split_feature=19 10 0 1 1 23 4 2 0 9
split_gain=0.00101686 0.00100325 0.00124387 0.00190473 0.0011513 0.00101213 0.00126182 0.00265433 0.00114402 0.00100547
threshold=0.13881500000000005 0.091445000000000026 0.11291000000000002 -0.49056499999999997 -0.50763499999999995 -0.046924999999999994 0.12498500000000003 -0.032624999999999994 -0.052884999999999995 0.095055000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 -6 8 -8 -7 -4
right_child=-2 -3 3 -5 5 6 7 -9 -10 -11
leaf_value=0.00040097455697945124 -0.00038119294923997799 0.00039299735326427712 -0.00031076823985693358 -0.00071571921219302831 -0.00030610685170380698 3.0230937806995675e-05 0.00089162595527679338 6.1670671544263419e-05 -0.00020708918541149075 0.00032658334634696746
leaf_weight=81 62 72 49 57 91 2852 51 162 216 49
leaf_count=81 62 72 49 57 91 2852 51 162 216 49
internal_value=0 2.46379e-05 1.70602e-05 -0.0002582 2.96533e-05 2.04909e-05 2.97987e-05 0.000264236 1.32558e-05 0
internal_weight=0 3680 3608 155 3453 3372 3281 213 3068 98
internal_count=3742 3680 3608 155 3453 3372 3281 213 3068 98
is_linear=0
shrinkage=0.0995203


Tree=7545
num_leaves=12
num_cat=0
split_feature=17 0 18 0 4 0 26 9 26 18 9
split_gain=0.00075423 0.000618123 0.00123621 0.000752883 0.00247145 0.000846014 0.000498658 0.00343162 0.000947428 0.00381961 0.000816062
threshold=-0.56655999999999984 0.12461500000000002 0.027500000000000007 0.048265000000000009 0.10373000000000003 0.019150000000000004 0.15583500000000003 0.11351500000000002 0.11991000000000003 0.089775000000000021 0.11351500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 8 -8 10 -10 -2
right_child=1 2 -4 4 -6 -7 7 -9 9 -11 -12
leaf_value=-0.00030004504261063543 1.8300957969665441e-05 -0.00048193468826345415 0.00017862713965947446 -0.00015814509264895879 0.00068595489026485013 -0.00035202559978403006 0.00067038608279104347 -0.00037035260308741183 0.00040588201211919295 -0.00078391707536470013 0.00026240077390061171
leaf_weight=73 2984 67 46 67 68 59 73 54 46 62 143
leaf_count=73 2984 67 46 67 68 59 73 54 46 62 143
internal_value=0 2.2444e-05 -0.000205789 2.99269e-05 0.000260967 2.05702e-05 2.73524e-05 0.000221421 1.94806e-05 -0.000269571 2.97256e-05
internal_weight=0 3669 113 3556 135 3421 3362 127 3235 108 3127
internal_count=3742 3669 113 3556 135 3421 3362 127 3235 108 3127
is_linear=0
shrinkage=0.0995203


Tree=7546
num_leaves=32
num_cat=0
split_feature=5 21 6 3 17 5 17 3 6 6 5 1 5 5 18 0 3 3 0 6 6 3 3 8 1 5 18 0 0 1 18
split_gain=0.000744364 0.00179068 0.00118484 0.00389246 0.0012772 0.0026845 0.00516143 0.00177679 0.00452594 0.00348943 0.00328051 0.00283388 0.00833642 0.00175237 0.00188969 0.00160968 0.00275036 0.00153695 0.00148001 0.00089203 0.00125473 0.00119897 0.00188525 0.00169727 0.00315481 0.00230968 0.00160139 0.000965719 0.00185256 0.00133755 0.000669863
threshold=-0.0050400000000000002 -0.067244999999999985 0.10449000000000003 0.09742000000000002 -0.015100000000000001 -0.010764999999999999 -0.072334999999999997 0.088115000000000013 0.089725000000000013 0.088565000000000019 -0.010764999999999999 -0.083284999999999984 -0.015824999999999995 -0.091729999999999992 0.086065000000000016 -0.08317999999999999 0.090360000000000024 0.089655000000000026 -0.057604999999999996 -0.088444999999999982 -0.096934999999999993 0.088475000000000012 0.089485000000000023 -0.01187 -0.087734999999999994 0.0047850000000000011 -0.094939999999999997 -0.077945 -0.080074999999999993 0.066150000000000028 0.098840000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -7 8 9 10 -6 -9 18 14 -1 17 -17 -15 -13 20 -3 23 -23 24 25 -21 -25 28 -24 -29 -5
right_child=1 19 3 30 7 6 -8 11 -10 -11 -12 12 -14 15 -16 16 -18 -19 -20 21 -22 22 27 26 -26 -27 -28 29 -30 -31 -32
leaf_value=-6.245711681223354e-05 -0.000476174005920902 2.6644711617597291e-05 0.00082109108977016865 -0.00038841428603393651 -5.2793117499538481e-05 6.9258006186127192e-05 0.0013858796889116406 -0.0006031980233040953 -0.0010147550060863033 0.00065524659216656335 -0.00081895346887343474 6.7135591752399225e-05 0.0013440476240191037 -0.00038957749768288427 0.000770211993403039 0.0007732855697835003 -0.00013526485781275075 0.00011238699413364822 -0.00047933257558836442 -0.00033032109800686094 -0.00061616028953254197 -0.00064052685507937253 -1.5931152143789108e-06 0.00022333721624116627 0.0010072742415181384 0.00047321653204994625 -0.00054609465449347895 -0.00011645330900264901 0.00070001059036394961 0.00040441570877024024 0.00013457371028364486
leaf_weight=46 89 60 78 48 434 83 47 59 55 59 64 820 51 162 60 54 82 93 52 64 56 50 130 56 54 78 50 558 51 53 46
leaf_count=46 89 60 78 48 434 83 47 59 55 59 64 820 51 162 60 54 82 93 52 64 56 50 130 56 54 78 50 558 51 53 46
internal_value=0 -4.44776e-05 4.78181e-05 0.000299951 2.79237e-05 0.000148404 0.000551565 -1.89537e-05 -0.000152444 -6.58271e-05 -0.000152899 6.34063e-05 0.000106904 4.13023e-05 0.000401142 -5.41566e-05 0.000219464 -0.000203298 3.36092e-05 -1.3335e-05 -0.000276618 1.26459e-05 -4.76007e-05 0.000183329 0.000357975 0.000105294 -0.00013188 -9.13485e-06 0.000191574 -6.99317e-05 -0.000123775
internal_weight=0 1349 2393 172 2221 627 130 1594 612 557 498 982 923 497 106 391 136 255 872 1260 116 1144 842 302 196 142 106 792 181 611 94
internal_count=3742 1349 2393 172 2221 627 130 1594 612 557 498 982 923 497 106 391 136 255 872 1260 116 1144 842 302 196 142 106 792 181 611 94
is_linear=0
shrinkage=0.0995203


Tree=7547
num_leaves=12
num_cat=0
split_feature=19 10 10 1 23 9 7 4 26 9 26
split_gain=0.000751939 0.000791555 0.0012664 0.00134285 0.00104034 0.00195642 0.000913834 0.00206318 0.00067834 0.0012837 0.000986014
threshold=0.13881500000000005 0.091445000000000026 0.084475000000000022 -0.49056499999999997 -0.046924999999999994 -0.063329999999999984 1.0000000180025095e-35 0.080000000000000029 0.15583500000000003 0.11408000000000003 0.12336000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 8 -8 10 -10 -6
right_child=-2 -3 3 -5 6 -7 7 -9 9 -11 -12
leaf_value=0.00013720877947449107 -0.00033011080600035516 0.00034603179887244656 1.6310655022899888e-05 -0.00067443827106289573 2.2348890342077442e-05 -0.00076850717318571694 -6.2591161106655493e-05 0.0008214951504156901 0 0.00066776600235523523 -0.00034239920078800115
leaf_weight=46 62 72 53 54 3114 46 57 46 71 46 75
leaf_count=46 62 72 53 54 3114 46 57 46 71 46 75
internal_value=0 1.88801e-05 1.21246e-05 -0.000324641 2.26509e-05 -0.000306751 3.17808e-05 0.000324296 2.24197e-05 0.000258163 1.35139e-05
internal_weight=0 3680 3608 107 3501 92 3409 103 3306 117 3189
internal_count=3742 3680 3608 107 3501 92 3409 103 3306 117 3189
is_linear=0
shrinkage=0.0995203


Tree=7548
num_leaves=10
num_cat=0
split_feature=0 13 19 19 2 3 2 5 0
split_gain=0.00207856 0.00123686 0.00124044 0.000755702 0.000844802 0.00219043 0.00188894 0.00145711 0.000991917
threshold=-0.26289499999999993 0.088785000000000017 0.13722000000000004 0.12765500000000005 0.12875500000000004 0.11492500000000001 0.10924500000000002 -0.42676999999999993 -0.083694999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 8 -7 -2
right_child=1 -3 -4 -5 5 7 -8 -9 -10
leaf_value=-0.00064483278599871481 -3.732699253430066e-05 -0.00048353687391639873 -0.0003937883818518873 0.00034976885234332101 -0.00066771817129169771 0.00045226495495440626 0.0006499286431562027 -0.00017450698167617229 7.3043203731802423e-05
leaf_weight=49 1536 50 72 69 63 53 48 119 1686
leaf_count=49 1536 50 72 69 63 53 48 119 1686
internal_value=0 7.60763e-06 1.45676e-05 2.30231e-05 1.63572e-05 -0.000165373 2.96676e-05 1.38668e-05 2.01732e-05
internal_weight=0 3696 3646 3574 3505 235 3270 172 3222
internal_count=3745 3696 3646 3574 3505 235 3270 172 3222
is_linear=0
shrinkage=0.0995203


Tree=7549
num_leaves=8
num_cat=0
split_feature=0 13 19 20 21 21 18
split_gain=0.0016852 0.00100294 0.00100605 0.000874528 0.00083278 0.00106333 0.000879604
threshold=-0.26289499999999993 0.088785000000000017 0.13961000000000004 0.27003000000000005 0.15372000000000005 0.13589500000000002 -0.14624999999999996
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.00058065890773284804 -0.00015526941595478842 -0.00043541518594760381 -0.00040479425076292685 0.00042954853981374343 -0.00033578184136286642 0.00045118379498342102 2.859319613820121e-05
leaf_weight=49 280 50 56 51 66 56 3137
leaf_count=49 280 50 56 51 66 56 3137
internal_value=0 6.80643e-06 1.30954e-05 1.98421e-05 1.37066e-05 2.05839e-05 1.32873e-05
internal_weight=0 3696 3646 3590 3539 3473 3417
internal_count=3745 3696 3646 3590 3539 3473 3417
is_linear=0
shrinkage=0.0995203


Tree=7550
num_leaves=8
num_cat=0
split_feature=9 4 19 21 21 21 21
split_gain=0.00190348 0.000813963 0.000818475 0.00096762 0.00118828 0.000703186 0.00108905
threshold=-0.37999999999999995 0.14903500000000006 0.13881500000000005 0.15159000000000003 0.13276500000000005 0.12208500000000003 0.11729000000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2
right_child=1 -3 -4 -5 -6 -7 -8
leaf_value=-0.00056162231866988183 6.0899640909505938e-06 0.00041115803355170369 -0.00035866802795998299 -0.00035968231240839988 0.00041670691955504401 -0.0003062378999403139 0.00041181820075161601
leaf_weight=59 3299 49 61 69 72 69 67
leaf_count=59 3299 49 61 69 72 69 67
internal_value=0 8.14027e-06 2.48546e-06 8.87501e-06 1.63598e-05 7.7299e-06 1.44092e-05
internal_weight=0 3686 3637 3576 3507 3435 3366
internal_count=3745 3686 3637 3576 3507 3435 3366
is_linear=0
shrinkage=0.0995203


Tree=7551
num_leaves=12
num_cat=0
split_feature=9 0 4 4 4 2 17 4 9 4 2
split_gain=0.00154347 0.00138482 0.00106415 0.00586576 0.00547792 0.00176814 0.00368637 0.00224673 0.00172026 0.00609774 0.00182557
threshold=-0.37999999999999995 -0.26289499999999993 0.10543500000000001 0.10343500000000001 0.10777500000000002 0.12875500000000004 -0.56368999999999991 0.095805000000000015 0.11408000000000003 0.14566000000000004 -0.017704999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 6 -3 -8 9 10 -6
right_child=1 2 4 -5 8 -7 7 -9 -10 -11 -12
leaf_value=-0.00050572952633830563 -0.00051775167931850227 0.00076569268901898813 0.0010850795476907305 -0.0011233490848586705 -0.00033034267916914249 -0.00060300005299391125 1.6837796991091448e-05 -0.00051465061457787932 -0.00045649137458086253 0.0011775498377371695 0.000129201064091304
leaf_weight=59 49 64 55 46 128 46 2852 81 61 47 257
leaf_count=59 49 64 55 46 128 46 2852 81 61 47 257
internal_value=0 7.33015e-06 1.46295e-05 -7.79317e-06 0.000142517 8.80131e-06 1.84648e-05 1.88068e-06 3.5702e-05 0.000107097 -2.1456e-05
internal_weight=0 3686 3637 3089 548 3043 2997 2933 493 432 385
internal_count=3745 3686 3637 3089 548 3043 2997 2933 493 432 385
is_linear=0
shrinkage=0.0995203


Tree=7552
num_leaves=20
num_cat=0
split_feature=4 5 3 3 5 9 26 2 26 36 8 2 5 9 2 5 4 4 1
split_gain=0.013241 0.00144894 0.00459668 0.0138479 0.00272989 0.00167901 0.00380084 0.00298803 0.00148679 0.00147316 0.00146004 0.00213172 0.00127299 0.0012684 0.00158043 0.00119132 0.00100769 0.00184292 0.00102602
threshold=0.15834500000000004 -0.068984999999999991 0.08544000000000003 0.084620000000000015 -0.065999999999999989 0.11408000000000003 0.11444500000000003 -0.077714999999999992 0.084100000000000022 0.088355000000000031 -0.42187000000000002 0.13398000000000002 -0.056974999999999998 -0.089649999999999994 -0.0083149999999999995 -0.41880499999999998 0.10777500000000002 0.10515500000000001 -0.063809999999999992
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 -3 6 10 -8 9 15 -4 -12 -6 14 -14 -1 17 -15 -18
right_child=-2 4 5 -5 12 -7 7 -9 -10 -11 11 -13 13 16 -16 -17 18 -19 -20
leaf_value=-0.00090742850741579726 0.0016552558960359765 0.0007633112895874491 0.0005010823315935518 -0.0019364059476798434 -0.00043512820187773812 0.00046359828283659563 -7.9297253211332405e-05 -0.0010299805010840866 0.00024251510663869622 0.0001107840410351933 2.0154939367261901e-05 -0.00058555612954793216 -5.5025824628076113e-05 -1.3039137537082004e-05 0.00071536561351346207 -0.00018746752826357031 -0.00057600169467641083 0.00061757105784702548 1.4662469837564353e-05
leaf_weight=47 46 46 56 53 68 63 68 67 68 50 781 62 48 1948 54 51 62 47 50
leaf_count=47 46 46 56 53 68 63 68 67 68 50 781 62 48 1948 54 51 62 47 50
internal_value=0 -4.34664e-05 -0.000124822 -0.000493715 4.02073e-06 -3.36176e-05 -6.47039e-05 -0.000557182 -0.000135931 -0.000315343 8.33942e-06 -2.34221e-05 -1.0959e-05 1.72772e-06 0.000344803 -0.000541109 -1.44921e-05 1.40702e-06 -0.000305003
internal_weight=0 3689 1366 269 2323 1097 1034 135 216 148 899 843 2277 2209 102 98 2107 1995 112
internal_count=3735 3689 1366 269 2323 1097 1034 135 216 148 899 843 2277 2209 102 98 2107 1995 112
is_linear=0
shrinkage=0.0995203


Tree=7553
num_leaves=16
num_cat=0
split_feature=4 18 18 18 23 0 20 9 9 17 1 1 3 0 4
split_gain=0.010737 0.00120226 0.0193486 0.00168597 0.00105423 0.0024794 0.000975352 0.00104681 0.00176634 0.000903121 0.000677144 0.00205839 0.00115478 0.00360888 0.00167012
threshold=0.15834500000000004 0.086800000000000016 0.088635000000000019 0.084900000000000017 -0.017849999999999998 -0.066264999999999991 -0.240845 0.091750000000000012 0.092465000000000033 0.25342000000000009 0.0099250000000000015 0.0022300000000000006 0.094045000000000031 -0.070134999999999989 0.10845500000000002
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 -6 9 -9 -8 11 12 13 -4 -14
right_child=-2 2 10 -5 6 -7 7 8 -10 -11 -12 -13 14 -15 -16
leaf_value=-0.00082056888781979385 0.0014905245637698084 -0.0020626121391407949 -2.0746329001301389e-05 0.00057733570533974007 0.00040891750221116817 0.00017545181410837883 3.0620089560298299e-06 -0.00063516773813601917 -6.8204214046013945e-05 0.00025292768731189345 -0.00029299555004159706 0.0006074800974494363 0.00022644641982162421 -0.00084604796711317042 -0.00032944351461235664
leaf_weight=51 46 49 328 48 55 46 1725 60 662 157 85 52 240 63 68
leaf_count=51 46 49 328 48 55 46 1725 60 662 157 85 52 240 63 68
internal_value=0 -3.91407e-05 -0.000140318 -6.91491e-06 -1.73876e-05 -0.00033979 -5.31851e-06 -1.43821e-05 -0.000116454 2.43413e-05 -2.66688e-05 2.38463e-06 -4.14585e-05 -0.000155817 0.00010106
internal_weight=0 3689 885 2804 2756 97 2659 2604 722 1882 836 751 699 391 308
internal_count=3735 3689 885 2804 2756 97 2659 2604 722 1882 836 751 699 391 308
is_linear=0
shrinkage=0.0995203


Tree=7554
num_leaves=22
num_cat=0
split_feature=4 5 5 8 8 26 22 2 2 0 26 17 9 9 5 2 22 20 20 26 1
split_gain=0.0087065 0.00115438 0.0174061 0.000972556 0.000945929 0.00314449 0.00190986 0.00183672 0.00262741 0.00277798 0.00156281 0.00155849 0.00150153 0.0029577 0.00134036 0.000914873 0.00082275 0.000762332 0.00268527 0.0022066 0.000987863
threshold=0.15834500000000004 -0.094469999999999985 -0.096354999999999996 0.10649000000000002 -0.068099999999999994 0.11215000000000001 0.079065000000000024 0.097285000000000024 -0.012154999999999999 -0.067059999999999995 0.098495000000000013 -0.089699999999999988 0.097200000000000022 0.094685000000000033 -0.011964999999999998 0.10674000000000002 0.10170500000000003 -0.080324999999999994 -0.07650499999999999 0.12508000000000005 0.18123500000000006
decision_type=2 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 17 5 10 7 8 9 -6 12 -10 13 -3 -12 -9 -8 20 -19 -20 -1
right_child=-2 4 -4 -5 6 -7 16 15 11 -11 14 -13 -14 -15 -16 -17 -18 18 19 -21 -22
leaf_value=0.00042210153085117652 0.0013421873184461086 2.4090874533964846e-05 -0.0019982298153620247 -0.00041862510841075612 -0.00033961649133337811 0.00062641884504306743 0.00056874609369927953 -0.00083354803124113233 -3.0892748961671499e-06 5.8323097176541713e-05 -0.00067676256157496353 0.00076717029613900087 -0.00045744669880349925 0.00071601597582481133 1.9415332661694615e-05 -0.00020328026191471766 0 -0.00076500352055841928 -5.4183214716471883e-05 0.00060332010825014774 -6.2647899194175213e-05
leaf_weight=87 46 1492 47 59 359 86 58 51 47 331 59 53 59 64 47 49 46 48 516 56 75
leaf_count=87 46 1492 47 59 359 86 58 51 47 331 59 53 59 64 47 49 46 48 516 56 75
internal_value=0 -3.52454e-05 -0.000134146 -2.89965e-05 -3.5987e-06 3.89892e-05 -8.18431e-05 -0.000129655 -7.75745e-05 -0.000147534 9.15907e-06 0.000396962 3.3919e-05 5.30766e-05 -0.000360357 -0.000532903 0.000319444 0 -4.98271e-05 8.75662e-06 0.000192627
internal_weight=0 3689 888 841 2801 1807 994 890 790 690 1721 100 1615 1556 106 100 104 782 620 572 162
internal_count=3735 3689 888 841 2801 1807 994 890 790 690 1721 100 1615 1556 106 100 104 782 620 572 162
is_linear=0
shrinkage=0.0995203


Tree=7555
num_leaves=21
num_cat=0
split_feature=4 6 1 3 9 5 6 5 3 3 26 18 6 5 5 4 4 4 20 18
split_gain=0.00706024 0.00130304 0.00221151 0.00440259 0.00647638 0.00431458 0.00415819 0.00110816 0.00328225 0.011135 0.00121251 0.00325071 0.00146315 0.00242386 0.00116801 0.00109832 0.00238769 0.00134771 0.000776749 0.00102079
threshold=0.15834500000000004 0.10449000000000003 -0.07002499999999999 0.10871500000000002 0.091615000000000016 -0.06515 0.11816500000000002 -0.034484999999999995 0.085035000000000013 0.084465000000000026 0.11991000000000003 0.089365000000000014 0.096175000000000024 -0.059289999999999995 -0.026719999999999997 0.11670500000000002 0.10787500000000001 0.10515500000000001 -0.015594999999999999 0.083830000000000029
decision_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 -4 -5 -3 8 9 18 12 -12 13 -10 -9 16 17 -16 -1 -20
right_child=-2 2 3 5 -6 -7 -8 14 10 -11 11 -13 -14 -15 15 -17 -18 -19 19 -21
leaf_value=0.00022396229483344753 0.00120861260946053 0.00025200527817826956 0.0014449377788616662 0.00045518441184614939 8.5503463156607682e-05 -0.00088848157769041188 -0.00083671121463129339 0.00046585646833263277 6.4092938458097646e-06 -0.0018436139965250494 0.00019791277659454752 -0.00080402363234456881 0.00047554787655102479 -0.00049822221685869744 -2.2186355637900586e-05 0.0004412550188252977 -0.00069775157649821086 0.00050242665701034613 -0.00039167185394414674 0.0001468953970950348
leaf_weight=46 46 90 62 48 82 46 56 52 978 46 58 69 57 104 1579 51 51 50 117 47
leaf_count=46 46 90 62 48 82 46 56 52 978 46 58 69 57 104 1579 51 51 50 117 47
internal_value=0 -3.17535e-05 0.000141196 0.00032939 0.000676501 -0.000193646 -0.000159978 -5.20958e-05 -0.000114473 -0.000439871 -4.80269e-05 -0.000340001 -1.47527e-05 -4.13385e-05 6.91151e-07 -1.28097e-05 -2.70811e-05 -5.58151e-06 -0.000128486 -0.000232335
internal_weight=0 3689 384 238 144 94 146 3305 1522 256 1266 127 1139 1082 1783 1731 1680 1629 210 164
internal_count=3735 3689 384 238 144 94 146 3305 1522 256 1266 127 1139 1082 1783 1731 1680 1629 210 164
is_linear=0
shrinkage=0.0995203


Tree=7556
num_leaves=19
num_cat=0
split_feature=30 21 18 21 21 18 3 28 1 1 0 1 20 20 26 1 18 2
split_gain=0.00570317 0.00276184 0.00592278 0.00154086 0.0016534 0.00167187 0.00161847 0.00147025 0.00171876 0.00322286 0.00224044 0.00150632 0.00133996 0.00363082 0.00245266 0.00198712 0.00318225 0.00237199
threshold=-1.0000000180025095e-35 -0.018669999999999996 -0.085454999999999989 -0.070074999999999985 -0.11228 -0.023444999999999997 0.10525500000000003 0.10217500000000003 0.056790000000000014 0.061835000000000008 -0.19631499999999999 0.10924000000000002 -0.009049999999999999 -0.053499999999999999 -0.22491999999999998 -0.078729999999999994 -0.080424999999999996 -0.082644999999999982
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 -4 -6 -7 8 12 -10 -11 -12 13 14 -3 17 -17 -14
right_child=1 7 3 -5 5 6 -8 -9 9 10 11 -13 15 -15 -16 16 -18 -19
leaf_value=0.0011341328691245745 -0.00094153079374416262 -0.00070782877808846852 0.00038877202199279497 0.00037545895222071212 0.00025142957100543121 -0.0001582966455440969 -0.00080383734843713815 -0.00050070223760031844 0.00098509006545305865 0.0007992980024137537 0.00035756403369706705 -2.2648790744406366e-05 0.00011203133156193692 -0.00072092261229333965 3.5851681333666589e-05 -0.00023194265673498072 0.00032369813788459375 -0.00017632500683717724
leaf_weight=46 89 47 47 73 48 107 64 47 49 47 140 380 684 80 662 126 508 481
leaf_count=46 89 47 47 73 48 107 64 47 49 47 140 380 684 80 662 126 508 481
internal_value=0 1.8573e-05 -0.000218719 -2.65388e-05 -0.000139939 -0.000257145 -0.00040469 5.00647e-05 5.83995e-05 0.000207967 0.000139364 7.81419e-05 2.24829e-05 -8.51813e-05 -1.22927e-05 7.0157e-05 0.00021198 -6.32127e-06
internal_weight=0 3679 428 339 266 219 171 3251 3204 616 567 520 2588 789 709 1799 634 1165
internal_count=3725 3679 428 339 266 219 171 3251 3204 616 567 520 2588 789 709 1799 634 1165
is_linear=0
shrinkage=0.0995203


Tree=7557
num_leaves=16
num_cat=0
split_feature=29 21 21 20 5 20 20 20 5 27 5 3 20 38 1
split_gain=0.00485757 0.00142308 0.00995639 0.00171026 0.00141207 0.00240065 0.00282846 0.0020375 0.00114858 0.000834219 0.000741301 0.00296951 0.00157514 0.000754082 0.0014104
threshold=0.12737000000000004 -0.015149999999999999 -0.026109999999999998 -0.0088249999999999978 -0.019465 -0.048779999999999997 -0.09280999999999999 -0.08588999999999998 0.6362850000000001 -0.01137 0.44834500000000005 0.11089500000000001 -0.076005000000000003 -0.072014999999999996 0.51613500000000012
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 -3 13 -12 -13 -11 -15
right_child=-2 8 -4 -5 7 -7 -8 -9 -10 10 11 12 -14 14 -16
leaf_value=-0.00015841730916010466 0.0010349511831396132 -0.00028403173816099611 -0.0014446072922841601 -0.00043174280017906053 4.5382152932210231e-05 -0.00054520885783929487 0.00079393531225093448 0.00087137502203522897 -0.00045272539073587965 0.00032781232283507554 -0.00025853812405217825 0.00017736305225802149 0.0010050367624919606 4.4944124241441755e-05 -0.00041617686367539751
leaf_weight=81 47 73 52 68 78 65 49 50 46 90 63 47 50 2799 67
leaf_count=81 47 73 52 68 78 65 49 50 46 90 63 47 50 2799 67
internal_value=0 1.62544e-05 -0.000150648 1.9345e-05 0.000116845 -4.80387e-05 0.000194249 0.000374431 3.93631e-05 4.6718e-05 5.47293e-05 0.000264375 0.000612439 4.31048e-05 3.38786e-05
internal_weight=0 3678 443 391 323 195 130 128 3235 3189 3116 160 97 2956 2866
internal_count=3725 3678 443 391 323 195 130 128 3235 3189 3116 160 97 2956 2866
is_linear=0
shrinkage=0.0995203


Tree=7558
num_leaves=24
num_cat=0
split_feature=30 5 5 5 18 0 18 6 6 0 2 0 6 8 4 4 0 6 10 6 5 26 9
split_gain=0.00463252 0.00149294 0.00370939 0.00479641 0.00371109 0.0162163 0.00392835 0.00404783 0.00224226 0.00181148 0.00697242 0.00541427 0.00214026 0.00179437 0.00176556 0.00296455 0.00227522 0.00192715 0.00161505 0.00177889 0.00161884 0.0043999 0.00185914
threshold=-1.0000000180025095e-35 -0.063819999999999988 -0.011764999999999999 -0.013050000000000001 -0.082304999999999989 -0.085144999999999985 -0.011569999999999999 0.091180000000000025 0.088845000000000021 -0.071799999999999989 -0.032624999999999994 -0.057604999999999996 -0.46885499999999997 -0.076394999999999991 0.11374000000000002 0.10755500000000003 -0.14028499999999997 0.098855000000000012 0.089090000000000016 -0.10198499999999999 -0.0070049999999999999 0.085945000000000021 0.094375000000000028
decision_type=2 2 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 -3 7 -6 -8 12 11 -11 -2 -12 15 17 -16 -14 19 -4 21 -21 -22
right_child=1 2 18 -5 6 -7 8 -9 -10 10 13 -13 14 -15 16 -17 -18 -19 -20 20 22 -23 -24
leaf_value=0.0010191607211788032 0.00050199515341966627 0.00018002311818765283 -0.00043319689568157324 -0.0010938479081375558 0 -0.002123076821246273 -4.2118696530007864e-05 0.0010512207895222836 -0.00067816324790576988 0.0012993790162129407 4.5290787414606373e-05 0.000146570425386742 3.9088406867534512e-05 -0.00076647740469362442 -0.0008404127213149016 0.00082284704925124678 3.782268455297708e-05 -0.00058426252442040575 -0.00053184017758804367 0.0008682742040358578 -3.0820885482169413e-05 -6.4831393883220558e-05 0.00023711617124404832
leaf_weight=46 91 87 69 60 93 46 185 58 80 83 61 82 882 46 54 46 60 52 47 89 947 111 350
leaf_count=46 91 87 69 60 93 46 185 58 80 83 61 82 882 46 54 46 60 52 47 89 947 111 350
internal_value=0 1.37514e-05 -3.7323e-05 -0.000246783 -0.000152716 -0.000610383 -4.42695e-06 0.000398698 -0.000237221 9.22044e-05 0.00032423 0.00073143 3.82553e-05 -0.000296043 0 4.28013e-05 -0.000371003 3.50714e-06 4.12526e-05 5.89755e-05 8.22076e-05 0.000346308 4.08517e-05
internal_weight=0 3679 2222 609 549 133 416 151 265 1457 272 165 1185 107 1094 980 114 934 1613 1566 1497 200 1297
internal_count=3725 3679 2222 609 549 133 416 151 265 1457 272 165 1185 107 1094 980 114 934 1613 1566 1497 200 1297
is_linear=0
shrinkage=0.0995203


Tree=7559
num_leaves=22
num_cat=0
split_feature=29 9 9 9 0 9 0 1 20 20 2 8 21 20 20 21 5 17 9 0 0
split_gain=0.00406217 0.00118736 0.0027292 0.00241837 0.00352205 0.00316333 0.0028222 0.00693834 0.00168872 0.00394323 0.00271516 0.00133082 0.00123973 0.00308982 0.00349074 0.00199464 0.00203342 0.00390133 0.00380437 0.0011764 0.000964147
threshold=0.12737000000000004 0.094085000000000016 0.094835000000000017 0.091885000000000022 -0.082135 0.09143500000000003 -0.070134999999999989 -0.075284999999999991 -0.0058900000000000003 -0.0088249999999999978 -0.086414999999999992 -0.49499500000000002 0.098250000000000018 -0.06916499999999999 -0.077579999999999996 0.090375000000000025 -0.063819999999999988 0.060860000000000011 0.095950000000000021 -0.081674999999999984 -0.068604999999999985
decision_type=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 8 7 -6 9 10 -1 -10 15 14 -14 16 17 -4 -18 -13 -15
right_child=-2 2 12 4 6 -7 -8 -9 11 -11 -12 19 13 20 -16 -17 18 -19 -20 -21 -22
leaf_value=-0.00040336597238178765 0.00094331912254347566 0.00075622366238606623 0.00047262728046081059 -0.00093505809534653894 0.0011626693027172515 0.0007352774592854686 -0.00056900644503599031 -0.00046309048952766817 -0.00039759817881990917 -0.00098886138627460969 1.8109829093074162e-05 0.00014872675037920456 0.00016805371103473723 0.00012529046183841659 0.0012426382773441807 -0.00057210182705119412 0.00065777643759719969 -0.0005381649562226971 -0.00031670734408465752 -3.7497632207102977e-05 -0.00041868508214560181
leaf_weight=187 47 61 183 67 46 58 71 59 60 48 779 896 80 77 50 58 48 47 221 528 54
leaf_count=187 47 61 183 67 46 58 71 59 60 48 779 896 80 77 50 58 48 47 221 528 54
internal_value=0 1.17669e-05 0.000112809 -1.9672e-05 -0.00031978 8.53916e-06 -8.09034e-05 0.000241351 -8.00697e-06 -0.000107285 -6.26328e-05 5.92771e-05 6.38273e-05 0.000243039 0.000587653 -1.86785e-05 4.40068e-05 0.000262515 -0.000139778 7.91024e-05 -9.26947e-05
internal_weight=0 3678 879 2799 243 2556 176 105 2498 1014 966 1484 818 261 130 557 499 230 269 1424 131
internal_count=3725 3678 879 2799 243 2556 176 105 2498 1014 966 1484 818 261 130 557 499 230 269 1424 131
is_linear=0
shrinkage=0.0995203


Tree=7560
num_leaves=12
num_cat=0
split_feature=2 10 24 29 5 0 29 21 29 4 2
split_gain=0.0013888 0.00234727 0.00164041 0.00138124 0.00125161 0.00194425 0.000931761 0.00171861 0.00131233 0.00111597 0.00110005
threshold=-0.22383 0.086275000000000018 -0.063789999999999986 0.096845000000000028 0.51100000000000012 -0.067059999999999995 -0.077709999999999987 0.091135000000000022 -0.049035000000000002 0.14154500000000006 -0.021165
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -6 7 10 -8 -10 -4
right_child=2 -3 3 -5 5 -7 8 -9 9 -11 -12
leaf_value=-1.1665047369816575e-05 -0.00039122954919300411 0.00083748069085342886 0.0004143700952838392 -0.0003373527646212093 -0.00075894679245080336 3.1370985775576971e-05 0.00060953105771990033 -0.00051499884151877168 9.0910666990977893e-05 -0.00033998887020807443 -0.00010658658747546526
leaf_weight=67 84 59 58 87 46 88 48 73 2949 60 127
leaf_count=67 84 59 58 87 46 88 48 73 2949 60 127
internal_value=0 0.000379454 4.22751e-05 5.28048e-05 6.28838e-05 -0.000233823 7.51243e-05 -0.000105031 9.05966e-05 8.20464e-05 5.23154e-05
internal_weight=0 126 3620 3536 3449 134 3315 258 3057 3009 185
internal_count=3746 126 3620 3536 3449 134 3315 258 3057 3009 185
is_linear=0
shrinkage=0.0995203


Tree=7561
num_leaves=19
num_cat=0
split_feature=1 4 0 0 10 3 8 0 8 0 0 21 2 7 5 2 1 7
split_gain=0.00164941 0.00177504 0.00152478 0.0024704 0.00209051 0.0020334 0.00387258 0.00239822 0.00500549 0.00472356 0.00117458 0.00136699 0.000809254 0.00188789 0.00178729 0.000957594 0.000706055 0.000347492
threshold=-0.053299999999999993 0.14996500000000004 -0.088329999999999992 -0.087184999999999999 0.086275000000000018 0.084235000000000018 -0.080835000000000004 -0.083885000000000001 -0.088734999999999994 -0.081674999999999984 -0.25289499999999993 0.14680000000000004 0.13896000000000006 -1.0000000180025095e-35 -0.42676999999999993 0.09556000000000002 -0.084059999999999996 0.078400000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 16 -4 5 6 -5 8 -7 -9 -2 12 13 -12 -14 -15 17 -1
right_child=1 -3 3 4 -6 7 -8 9 -10 -11 11 -13 14 15 -16 -17 -18 -19
leaf_value=-0.00014416908655348336 0.00043195963021044035 -0.00053937717176661163 0.00082091101218727128 0.00096943320052246518 0.00071901845045901902 0.00033573974468613512 -5.6267607871721453e-05 0.00059473065382102837 -0.00073036595314628105 2.5125543247491348e-05 -0.00060285826382946929 -0.00052704007109085954 0.00073596299468027776 -7.7784253999082695e-06 -2.653236848477331e-05 0.00040682807245721983 -0.00038659557815643049 0.00018766843308036876
leaf_weight=69 62 61 54 73 58 75 70 174 102 863 52 49 47 1671 81 57 71 57
leaf_count=69 62 61 54 73 58 75 70 174 102 863 52 49 47 1671 81 57 71 57
internal_value=0 -1.0327e-05 0.000122239 0.000157364 0.000131463 0.000105747 0.000461617 6.31534e-05 -0.000274001 0.00012149 5.25174e-06 -7.84856e-06 5.05594e-06 -1.18861e-05 0.000247051 5.4241e-06 -0.000135527 0
internal_weight=0 2080 1666 1469 1415 1357 143 1214 177 1037 2019 1957 1908 1780 128 1728 197 126
internal_count=3746 2080 1666 1469 1415 1357 143 1214 177 1037 2019 1957 1908 1780 128 1728 197 126
is_linear=0
shrinkage=0.0995203


Tree=7562
num_leaves=28
num_cat=0
split_feature=1 0 0 26 0 2 2 0 8 8 2 2 26 3 0 10 0 2 0 9 9 9 0 9 1 26 6
split_gain=0.00135233 0.00168707 0.00229821 0.0026553 0.00347931 0.00468132 0.00401437 0.00283717 0.0036792 0.00276416 0.00275372 0.00671925 0.00218677 0.00156969 0.00223082 0.00137523 0.00118463 0.000990661 0.000936687 0.000698466 0.00158752 0.00121306 0.00102328 0.00188595 0.00184298 0.00039911 0.000347147
threshold=-0.043804999999999997 -0.088329999999999992 -0.087184999999999999 0.087745000000000031 -0.081674999999999984 -0.087075 -0.082275000000000001 -0.071799999999999989 -0.067434999999999981 -0.081534999999999982 -0.083974999999999994 -0.072895000000000001 0.090170000000000014 0.15361500000000003 -0.057604999999999996 0.086275000000000018 -0.095114999999999991 -0.00479 -0.25289499999999993 0.11408000000000003 0.10744000000000002 0.12372500000000002 -0.052884999999999995 0.10054500000000002 0.26846000000000009 0.082850000000000021 0.083720000000000031
decision_type=2 2 2 2 2 2 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 5 -4 -7 8 12 17 -9 -12 -5 18 -15 -11 25 -6 -2 20 22 -21 23 -20 -24 26 -1
right_child=13 2 3 7 9 6 -8 10 -10 15 11 -13 -14 14 -16 -17 -18 -19 19 21 -22 -23 24 -25 -26 -27 -28
leaf_value=-5.448858348169987e-05 0.0003889709081927102 0.00074478648012107353 0.001502018180404138 -0.00030152999425746676 -0.00066358962387785044 -1.1649512017526017e-05 0.0010637640985337719 -0.00032227670968354292 -0.00092250282318898005 0.00016135839601665649 0.0013141390889428966 1.3025617260424558e-05 0.00011063879102620521 0 -0.00090662470754746547 0.00073086123031304746 -0.00053749484698845205 -5.0970554037998532e-06 -9.3079698791865973e-06 0.00059022471871535945 -0.00051262428093160582 -6.0301086238684287e-06 -0.00077602179635733771 0.0004755628676200625 6.8984601161993614e-05 -0.00020791827395172044 0.00031674358888853421
leaf_weight=48 62 61 46 199 50 101 51 52 51 318 63 108 352 62 46 50 58 46 1427 52 63 89 46 84 54 61 46
leaf_count=48 62 61 46 199 50 101 51 52 51 318 63 108 352 62 46 50 58 46 1427 52 63 89 46 84 54 61 46
internal_value=0 0.000107128 0.000143535 0.00011832 0.000266782 0.000617012 0.000343795 0 -0.000113135 0.000115566 0.000302418 0.000497171 -3.6735e-05 -1.23575e-05 -0.000381468 0.000240961 -0.000153623 -0.000356589 8.44445e-06 -4.10323e-06 -2.24626e-05 0.00020806 -2.7861e-06 1.71054e-05 -0.000311532 -4.69844e-06 0.00011847
internal_weight=0 1761 1548 1487 662 198 152 825 602 464 223 171 551 1985 108 368 213 96 1877 1815 1674 141 1611 1511 100 155 94
internal_count=3746 1761 1548 1487 662 198 152 825 602 464 223 171 551 1985 108 368 213 96 1877 1815 1674 141 1611 1511 100 155 94
is_linear=0
shrinkage=0.0995203


Tree=7563
num_leaves=14
num_cat=0
split_feature=2 9 24 29 9 6 9 5 5 2 4 20 19
split_gain=0.000827546 0.00337354 0.00124601 0.00094632 0.000979356 0.00186325 0.00706492 0.00216722 0.00128713 0.00114682 0.00149187 0.000980661 0.000906537
threshold=-0.22383 0.095415000000000014 -0.063789999999999986 0.096845000000000028 0.084595000000000017 0.087515000000000023 0.083715000000000026 -0.013944999999999999 -0.54165499999999989 -0.041009999999999998 0.12379000000000003 0.10252000000000001 -0.031244999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 8 7 -7 -4 10 12 -10 -6
right_child=2 -3 3 -5 9 6 -8 -9 11 -11 -12 -13 -14
leaf_value=-0.00019023757019527424 -0.00034758557319013747 0.00083338918321862476 0.00058193182340096573 -0.00028335422402025621 -0.00034209474013723094 0.00051606976237462282 0.001462395871045929 -0.00037685773389328601 7.7553814412280217e-05 -0.00038152576686629482 0.00058295457863169204 -0.00027258619014154607 2.1767951029926404e-05
leaf_weight=66 84 60 47 87 70 47 47 63 913 72 46 86 2058
leaf_count=66 84 60 47 87 70 47 47 63 913 72 46 86 2058
internal_value=0 0.000290707 3.02462e-05 3.94533e-05 4.78334e-05 0.000120349 0.000441057 0 7.14293e-05 8.62833e-06 2.19263e-05 4.65922e-05 9.41408e-06
internal_weight=0 126 3620 3536 3449 1203 157 110 1046 2246 2174 999 2128
internal_count=3746 126 3620 3536 3449 1203 157 110 1046 2246 2174 999 2128
is_linear=0
shrinkage=0.0995203


Tree=7564
num_leaves=24
num_cat=0
split_feature=9 9 18 26 9 22 5 9 9 18 1 2 17 4 17 17 4 1 1 5 17 8 26
split_gain=0.00295944 0.0150076 0.0239326 0.00572898 0.0131185 0.00138542 0.0015846 0.00133229 0.00148695 0.00119226 0.00169397 0.00141551 0.00314852 0.00266037 0.00162196 0.00373141 0.00198047 0.00118676 0.00438184 0.00335569 0.00105935 0.00118244 0.000859783
threshold=0.088285000000000016 0.08895500000000002 -0.013734999999999999 -0.126245 0.094010000000000024 0.086035000000000014 -0.46834999999999999 0.087885000000000019 0.087515000000000023 -0.086894999999999986 -0.50290499999999982 0.096520000000000022 -0.033249999999999995 0.11541000000000003 -0.068169999999999994 -0.033249999999999995 0.087695000000000009 -0.083284999999999984 -0.080349999999999991 -0.011204999999999998 -0.0064000000000000003 -0.082184999999999994 -0.23202999999999999
decision_type=2 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 4 -3 6 -5 8 9 10 -1 14 -13 -14 16 -16 -11 19 -19 -8 21 -12 -6
right_child=1 3 -4 5 22 -7 17 -9 -10 11 20 12 13 -15 15 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.00065146230545693265 -0.00039185757792529308 0.002021313098583102 0.002376752145862309 -0.00052451491018288697 -0.00026047881889398075 0.00043189812451775489 -0.00098527186596268374 -0.00048028841488793298 0.00040557995856909475 -0.00037180029431778784 0.0001606827889645444 -0.00082349404460433089 -0.00045904444025841862 0.00017426350164985904 0.00088467883649438002 -1.9562502423490005e-05 0.00014673790225715153 0.0008811792992653877 -2.5206807409437573e-05 -3.8004071968424829e-05 0.00040694542238179808 -0.00020385501960686997 0.00031023271881144214
leaf_weight=47 54 46 71 66 56 62 46 70 72 252 154 80 118 146 48 755 100 56 916 201 60 203 49
leaf_count=47 54 46 71 66 56 62 46 70 72 252 154 80 118 146 48 755 100 56 916 201 60 203 49
internal_value=0 0.000126311 0.00117416 3.83263e-05 0.000619835 -2.62536e-05 -4.89961e-05 -5.24049e-05 -3.72843e-05 -5.3945e-05 8.45188e-05 -9.73511e-05 -0.000275013 -0.000105705 -4.37284e-05 3.34699e-05 -0.000222163 -2.25786e-05 2.61708e-05 -0.000217733 1.86554e-05 -4.43103e-05 0
internal_weight=0 1623 125 1498 151 1347 1285 2105 2035 1963 464 1499 344 264 1155 803 352 1219 972 247 417 357 105
internal_count=3728 1623 125 1498 151 1347 1285 2105 2035 1963 464 1499 344 264 1155 803 352 1219 972 247 417 357 105
is_linear=0
shrinkage=0.0995203


Tree=7565
num_leaves=30
num_cat=0
split_feature=3 1 1 0 0 20 3 0 20 1 4 1 3 2 19 4 3 5 0 4 4 6 20 0 0 3 0 5 1
split_gain=0.00307003 0.00797399 0.043229 0.00894955 0.0125198 0.00171701 0.00229544 0.00214134 0.00169275 0.00280588 0.0021075 0.00173257 0.00148332 0.00231159 0.00253122 0.00207128 0.00360959 0.00263705 0.00187889 0.00130305 0.00119113 0.0010764 0.000964591 0.000907173 0.00109491 0.00173049 0.000772926 0.000739312 0.000685499
threshold=0.097595000000000029 0.066150000000000028 0.18123500000000006 -0.068189999999999987 -0.053679999999999999 -0.083404999999999993 0.089605000000000018 -0.085684999999999997 -0.081324999999999995 -0.0027699999999999995 0.086105000000000029 1.0000000180025095e-35 0.12168500000000003 0.12875500000000004 -0.050215000000000003 0.10343500000000001 0.10749000000000002 0.44834500000000005 -0.050494999999999991 0.086545000000000025 0.14646500000000004 -0.074054999999999996 -0.10177499999999999 -0.13752999999999999 -0.061654999999999995 0.13547000000000003 -0.072039999999999979 -0.50273499999999982 0.070450000000000026
decision_type=2 2 2 2 2 2 2 2 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 7 -1 9 -7 11 -10 13 14 -2 17 -17 18 -16 -6 23 -18 -8 -14 26 -26 -25 -4 -27
right_child=12 2 27 4 19 8 22 -9 10 -11 -12 -13 20 -15 15 16 21 -19 -20 -21 -22 -23 -24 24 25 28 -28 -29 -30
leaf_value=-0.00037271326336387134 -0.00070941965979590073 0.0031340420107752996 7.5470623510501551e-05 0.0020492330303519251 -1.9504592739105847e-05 1.9424537049257769e-05 0.00024323570977521707 0.00033120157972831704 -5.6642241148824146e-05 -0.0010063289587557659 -0.00060717567728059754 0.00028381498615604513 0.00045046273174041202 -0.00070598355070218815 2.0429870001275805e-05 -0.001039159686212979 -0.00036913300899243571 0.00061682624348870035 -0.00051636544342606948 0.00055195699122478762 -0.00032333071252986506 0.00024296716379798366 0.00089820613215392986 0 0.00064996865988248471 0.00019623164823131739 -0.00050645908271868532 -0.00035511961436552074 -0.00024010449106501991
leaf_weight=85 67 53 69 49 90 54 48 86 1346 49 63 166 67 74 449 55 55 65 75 67 72 58 50 82 58 82 46 85 63
leaf_count=85 67 53 69 49 90 54 48 86 1346 49 63 166 67 74 449 55 55 65 75 67 72 58 50 82 58 82 46 85 63
internal_value=0 9.1589e-05 0.000681771 3.44657e-05 0.000658438 -3.11324e-05 0.000201513 -1.39103e-05 -6.89157e-05 -0.000460608 -4.27805e-05 -1.87226e-05 -9.56754e-05 -0.000170843 -0.000121791 -6.87003e-05 -0.000377167 1.78936e-05 -5.48393e-05 0.000219153 4.62016e-05 -4.77133e-05 0.000585758 0.000115108 4.47539e-05 0.000190456 -0.000179925 -0.000156877 1.00541e-06
internal_weight=0 2360 207 2153 206 1947 269 171 1678 103 1575 1512 1368 898 824 757 168 589 524 157 470 113 98 398 331 203 128 154 145
internal_count=3728 2360 207 2153 206 1947 269 171 1678 103 1575 1512 1368 898 824 757 168 589 524 157 470 113 98 398 331 203 128 154 145
is_linear=0
shrinkage=0.0995203


Tree=7566
num_leaves=32
num_cat=0
split_feature=3 1 5 1 20 9 5 9 3 3 2 3 3 21 3 8 2 18 20 8 1 5 3 9 8 21 2 8 9 17 1
split_gain=0.00249294 0.00663354 0.00800058 0.00765794 0.0404561 0.0019838 0.00466706 0.00282041 0.00252953 0.00158892 0.00143921 0.00123157 0.00306833 0.00195457 0.00397188 0.00134095 0.00171515 0.00152688 0.00122909 0.00114462 0.00109165 0.000921862 0.00132081 0.00175651 0.0034829 0.000711518 0.0015183 0.00113944 0.0006926 0.000533229 0.000478944
threshold=0.097595000000000029 -0.16272499999999998 0.065520000000000023 0.066150000000000028 -0.080324999999999994 0.097200000000000022 -0.049719999999999993 0.094435000000000033 0.093245000000000022 0.094410000000000008 -0.081055000000000002 0.11926500000000002 0.11741000000000003 -0.046224999999999995 0.10749000000000002 0.10649000000000002 -0.083589999999999984 -0.098315 -0.081189999999999998 -0.067719999999999989 -0.073844999999999994 0.51524500000000006 0.13547000000000003 0.11408000000000003 -0.080364999999999992 0.11853500000000002 -0.072624999999999981 -0.079219999999999999 0.087295000000000025 -0.12118 0.27552000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 8 10 -10 -3 12 13 14 -2 16 17 -15 -18 28 -9 22 25 24 30 26 -13 -28 -6 -4 -24
right_child=11 3 29 4 19 6 -8 20 9 -11 -12 21 -14 15 -16 -17 18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 -32
leaf_value=0.0018142249871913789 -0.0011859392611174096 1.0033610380671474e-05 0.00049836418411029304 0.0032174680721385042 -0.00058454950002828849 0.0010683195093843412 -0.00026851568596591692 -0.00085966918227678012 0.00083879685760543323 0.0001334692597869091 -0.00019093643564208526 0.00082975458297288084 -0.00091108558797483295 2.6222828110113706e-05 0.00010004770622675466 0.00046326800629407889 0.00035888124271627798 -0.00063135998979429748 -7.0246933736411586e-05 0.00020226431025817778 -0.00017982690116490611 -0.00037538107328526131 -3.4741338527674465e-05 -0.00052684978673462094 0.00056877121355851216 -4.4628256102603568e-05 0.00048977316294781983 -0.00019963100963014073 -3.6143145380195068e-05 4.0889592759339389e-05 -0.00042477898323258883
leaf_weight=46 47 1139 47 46 53 52 50 55 50 96 507 51 51 52 46 46 78 94 432 62 47 49 66 62 86 46 47 46 46 64 69
leaf_count=46 47 1139 47 46 53 52 50 55 50 96 507 51 51 52 46 46 78 94 432 62 47 49 66 62 86 46 47 46 46 64 69
internal_value=0 8.25431e-05 0.000707845 3.76084e-05 0.000613921 -2.17494e-05 0.000404983 -4.5163e-05 -1.57186e-05 0.000380627 -5.13717e-05 -8.61939e-05 -0.000160534 -0.000111355 -0.000541058 -5.3263e-05 -9.07311e-05 -0.000391545 -3.01039e-06 -0.000124865 -0.000554434 3.27197e-05 7.67273e-05 -5.71438e-05 7.09249e-05 0.000280433 0.000389957 0.000139975 -0.000338004 0.00024197 -0.000240158
internal_weight=0 2360 157 2203 207 1996 102 1894 1792 146 1646 1368 846 795 93 702 656 146 510 161 102 522 473 283 221 190 144 93 99 111 135
internal_count=3728 2360 157 2203 207 1996 102 1894 1792 146 1646 1368 846 795 93 702 656 146 510 161 102 522 473 283 221 190 144 93 99 111 135
is_linear=0
shrinkage=0.0995203


Tree=7567
num_leaves=33
num_cat=0
split_feature=9 9 3 1 1 0 3 3 9 2 9 18 1 17 17 0 18 0 1 1 3 8 3 3 6 17 17 0 0 3 6 8
split_gain=0.00269173 0.0281561 0.00703621 0.0161549 0.00152853 0.00626639 0.00402139 0.00338401 0.00222654 0.00138393 0.00145509 0.00092254 0.000905453 0.00335386 0.00490706 0.00249333 0.00104664 0.0012589 0.000993481 0.0022832 0.00194205 0.00192114 0.00091533 0.00432846 0.00416749 0.0013474 0.0014509 0.000895818 0.00105337 0.000514974 0.00228688 0.000391246
threshold=0.088825000000000029 0.089105000000000018 0.08895500000000002 -0.073844999999999994 -0.083284999999999984 -0.078289999999999985 0.090360000000000024 0.091865000000000016 0.09032500000000003 -0.086934999999999998 0.095415000000000014 0.089505000000000015 -0.0027699999999999995 -0.033249999999999995 -0.081244999999999998 -0.088174999999999989 -0.12363 -0.080884999999999999 0.40780000000000011 0.41696500000000009 0.098755000000000023 -0.032504999999999999 0.10871500000000002 0.11926500000000002 0.10449000000000003 0.25342000000000009 -0.068169999999999994 -0.098749999999999991 -0.15034 0.11523000000000001 -0.46637499999999998 -0.049499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 -3 5 -4 -6 11 -9 10 -7 -8 16 14 15 -14 17 -1 20 -20 27 -22 24 -24 25 26 -18 28 -15 -21 -31 -5
right_child=1 2 4 31 6 9 7 8 -10 -11 -12 -13 13 18 -16 -17 22 -19 19 29 21 -23 23 -25 -26 -27 -28 -29 -30 30 -32 -33
leaf_value=-5.6435634481574367e-05 0.0024432735154160984 0.0021925766948506314 -0.0012388665091033859 -0.00020602208179468568 0.00073580384775465211 -0.00059560005273642932 -0.00091518427254684836 0.00069880291975265706 -1.0992175611198444e-05 0.00038190691833615923 0.00010196338882826827 -0.00025890872694652194 0.0002382402269140479 1.3420563431430306e-05 -0.0013744245995192638 -0.00067778023070445967 -0.00015274143199544429 0.00057263034624329117 -0.00079083722134966176 0.00020369557398487696 8.3367807541931182e-05 0.00088910629325613961 -0.0010501882293814237 0.00013106610554813674 0.00085795621537775317 -0.00056686808336614601 7.4416332281440875e-05 0.00012979860417206471 -0.00061462224101144962 -0.00063110410201032223 0.00020484324777336499 0.00018089962204755956
leaf_weight=57 50 48 51 53 72 51 48 46 871 64 67 46 63 47 49 54 484 65 48 65 82 48 47 86 53 47 652 78 54 55 77 50
leaf_count=57 50 48 51 53 72 51 48 46 871 64 67 46 63 47 49 54 484 65 48 65 82 48 47 86 53 47 652 78 54 55 77 50
internal_value=0 0.000120606 4.08839e-05 0.000684567 -3.23513e-05 -0.000263801 1.66877e-05 -3.37157e-05 2.3721e-05 4.93396e-06 -0.000192589 -0.000602737 -5.14349e-05 -0.00014314 -0.00053577 -0.000177542 -6.60156e-06 0.000272013 -2.40155e-05 -0.000174854 9.2932e-05 0.000387169 -3.20286e-05 -0.000280215 -4.6601e-06 -4.39985e-05 -2.16451e-05 -0.000116186 -0.00031426 -2.06109e-05 -0.000137267 -1.02482e-05
internal_weight=0 1517 1467 151 1316 233 1083 1011 917 182 118 94 2211 720 166 117 1491 122 554 245 309 130 1369 133 1236 1183 1136 179 101 197 132 103
internal_count=3728 1517 1467 151 1316 233 1083 1011 917 182 118 94 2211 720 166 117 1491 122 554 245 309 130 1369 133 1236 1183 1136 179 101 197 132 103
is_linear=0
shrinkage=0.0995203


Tree=7568
num_leaves=10
num_cat=0
split_feature=18 4 35 3 2 6 24 10 6
split_gain=0.00378829 0.00139473 0.00103319 0.00101418 0.00162948 0.00118195 0.00272032 0.00116591 0.000734069
threshold=0.26473000000000008 0.15730000000000002 1.0000000180025095e-35 0.080495000000000025 -0.016354999999999998 -0.46637499999999998 0.084270000000000025 0.09056500000000002 -0.087284999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -5 7 -7 -1
right_child=-2 -3 -4 5 -6 6 -8 -9 -10
leaf_value=-0.00075062850454592428 0.00070867707909169197 -0.00055424724365356912 0.00046000062531251142 -0.00038903306231435067 8.7045163992696258e-05 -1.1175287685543941e-05 0.00074395913288181404 0.00044681076087323623 -0.00023148875389765035
leaf_weight=53 73 47 46 76 90 3174 49 56 68
leaf_count=53 73 47 46 76 90 3174 49 56 68
internal_value=0 -1.53434e-05 -8.10445e-06 -1.43724e-05 -0.000226021 -8.1753e-07 7.9308e-06 -2.98152e-06 -0.000465646
internal_weight=0 3659 3612 3566 211 3355 3279 3230 121
internal_count=3732 3659 3612 3566 211 3355 3279 3230 121
is_linear=0
shrinkage=0.0995203


Tree=7569
num_leaves=10
num_cat=0
split_feature=18 4 21 29 2 23 3 0 3
split_gain=0.0030718 0.00113081 0.000899339 0.000868199 0.0012555 0.00151002 0.00125588 0.00135324 0.000982114
threshold=0.26473000000000008 0.15730000000000002 0.15544000000000005 0.12175500000000002 0.14153500000000005 -1.0000000180025095e-35 0.11693000000000002 -0.096019999999999994 0.11896500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8 -7
right_child=-2 -3 -4 -5 6 8 7 -9 -10
leaf_value=-0.00046430487861685523 0.00063814944936217027 -0.00049908838952211949 0.00035624675581440017 -0.00042636368967459946 0.00055809739826065538 -2.863801926084191e-05 -0.00030229991045188951 0.00038885093397764424 0.00017145719853759939
leaf_weight=75 73 47 66 50 75 2970 58 54 264
leaf_count=75 73 47 66 50 75 2970 58 54 264
internal_value=0 -1.38164e-05 -7.27533e-06 -1.42723e-05 -8.14433e-06 -2.25485e-05 0.000242363 2.36244e-05 -1.20506e-05
internal_weight=0 3659 3612 3546 3496 3309 187 112 3234
internal_count=3732 3659 3612 3546 3496 3309 187 112 3234
is_linear=0
shrinkage=0.0995203


Tree=7570
num_leaves=15
num_cat=0
split_feature=18 4 4 0 0 5 5 4 26 6 0 26 21 26
split_gain=0.00249082 0.00093911 0.00126837 0.00108757 0.00369602 0.00161904 0.00250144 0.00317666 0.00247349 0.00193097 0.00272204 0.00257146 0.00136416 0.00145966
threshold=0.26473000000000008 0.15028500000000003 0.14068000000000006 -0.072274999999999992 -0.073464999999999989 -0.052494999999999993 -0.080724999999999991 0.12205500000000002 0.11575500000000001 0.098855000000000012 -0.067059999999999995 0.094605000000000022 0.12742000000000003 0.11790500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 6 7 -5 -8 10 -7 -11 13 -1
right_child=-2 -3 -4 5 -6 9 8 -9 -10 11 -12 -13 -14 -15
leaf_value=-2.9222678368300487e-05 0.00057464061174717902 -0.00037628522852743387 0.00044812623622954642 0.00028831010112198666 0.00088454690240231059 -0.00060374452192434416 -0.00015184978444472298 -0.00067629391262736085 -0.0011192932415161124 -0.00012165558290919044 0 0.00087537474085664876 0.00039034986123457146 0.00030593773515965157
leaf_weight=2344 73 69 60 96 48 88 51 52 59 49 469 51 87 136
leaf_count=2344 73 69 60 96 48 88 51 52 59 49 469 51 87 136
internal_value=0 -1.24414e-05 -5.22028e-06 -1.31578e-05 1.92531e-05 -0.00010668 -0.000318182 -4.50737e-05 -0.000678194 -2.23792e-05 -9.58459e-05 0.000378644 2.7542e-06 -1.05128e-05
internal_weight=0 3659 3590 3530 2615 915 258 148 110 657 557 100 2567 2480
internal_count=3732 3659 3590 3530 2615 915 258 148 110 657 557 100 2567 2480
is_linear=0
shrinkage=0.0995203


Tree=7571
num_leaves=8
num_cat=0
split_feature=18 11 11 4 4 12 10
split_gain=0.00201978 0.000852378 0.00190357 0.00192996 0.00231305 0.00174498 0.00104089
threshold=0.26473000000000008 -0.37931999999999999 -0.11166 0.14699000000000004 0.13849500000000003 0.086720000000000019 0.09056500000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.00037427584108148563 0.00051745223395179224 0.00061107769363638251 -1.2450921880857452e-05 -0.00058787372993440007 0.00068937269581170703 -0.00062243107096105897 0.00041262200498881667
leaf_weight=63 73 49 3339 57 47 46 58
leaf_count=63 73 49 3339 57 47 46 58
internal_value=0 -1.12102e-05 -4.62186e-06 -1.33582e-05 -3.74046e-06 -1.34398e-05 -4.95228e-06
internal_weight=0 3659 3596 3547 3490 3443 3397
internal_count=3732 3659 3596 3547 3490 3443 3397
is_linear=0
shrinkage=0.0995203


Tree=7572
num_leaves=14
num_cat=0
split_feature=22 12 23 8 8 9 17 0 3 6 3 5 17
split_gain=0.0197437 0.00323626 0.0030689 0.00194502 0.013534 0.00237431 0.00202922 0.00170559 0.00152988 0.00376824 0.00315496 0.00117543 0.000865698
threshold=0.13292500000000004 0.098735000000000017 0.086650000000000019 -0.10115999999999999 -0.11187999999999999 0.087885000000000019 -0.56005499999999986 -0.067059999999999995 0.12061000000000002 -0.13803499999999999 0.10807500000000002 -0.50544999999999984 0.093960000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 8 -7 -8 10 -10 -5 -1 -13
right_child=-2 -3 -4 5 -6 6 7 -9 9 -11 -12 12 -14
leaf_value=-0.00048493297322241296 -0.0021067922958083306 0.00076576927911580677 -0.00081705907451372231 4.9516036886768798e-05 -0.0017254720544442783 -0.00076935755794761327 -0.00015339270820333137 0.00010058701481338987 -0.0007854192060587872 0.0001785002080918199 0.00064065661432068642 -5.4952045515061038e-05 0.00033255693620525087
leaf_weight=50 47 47 53 1398 54 46 1139 336 70 92 96 243 74
leaf_count=50 47 47 53 1398 54 46 1139 336 70 92 96 243 74
internal_value=0 -5.34391e-05 -6.42091e-05 -5.28918e-05 -0.000254121 -2.59683e-05 -0.000115916 -9.4982e-05 5.6152e-05 -0.000232955 8.80489e-05 -3.53972e-05 3.29251e-05
internal_weight=0 3698 3651 3598 421 3177 1521 1475 1656 162 1494 367 317
internal_count=3745 3698 3651 3598 421 3177 1521 1475 1656 162 1494 367 317
is_linear=0
shrinkage=0.0995203


Tree=7573
num_leaves=15
num_cat=0
split_feature=22 12 23 18 18 26 3 6 26 8 17 2 17 2
split_gain=0.0160083 0.00262512 0.00248751 0.00171017 0.0234379 0.00262342 0.00500384 0.00194403 0.0017753 0.00247578 0.00112301 0.00227766 0.00172047 0.00101617
threshold=0.13292500000000004 0.098735000000000017 0.086650000000000019 0.022040000000000008 0.082540000000000016 0.09271500000000002 0.090905000000000027 0.11816500000000002 0.091195000000000012 -0.082014999999999991 -0.05543 0.09556000000000002 -0.036600000000000001 -0.24151999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 8 -7 -8 13 -10 11 -6 -12 -1
right_child=-2 -3 -4 4 10 6 7 -9 9 -11 12 -13 -14 -15
leaf_value=-0.00039026411645566155 -0.0018971240314834058 0.00068955980429957417 -0.00073574518249485917 -0.0020326150742875715 -1.4595078584520388e-05 -0.0010181404228581145 -6.3042905180810776e-06 -0.00065682174938044749 -4.6024715470540376e-05 0.00092988737630137657 -0.00053324638282416009 0.00066405445140760159 -4.2846433473505038e-05 3.5253168804081996e-05
leaf_weight=57 47 47 53 62 223 66 386 52 48 52 82 62 563 1945
leaf_count=57 47 47 53 62 223 66 386 52 48 52 82 62 563 1945
internal_value=0 -4.81208e-05 -5.78414e-05 -4.7628e-05 -0.000158862 -4.97139e-06 -0.000209172 -8.54037e-05 4.36007e-05 0.000453264 -3.30653e-05 0.000130169 -0.000106461 2.27291e-05
internal_weight=0 3698 3651 3598 992 2606 504 438 2102 100 930 285 645 2002
internal_count=3745 3698 3651 3598 992 2606 504 438 2102 100 930 285 645 2002
is_linear=0
shrinkage=0.0995203


Tree=7574
num_leaves=14
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split_feature=22 11 23 8 8 26 3 3 3 5 17 18 26
split_gain=0.0129778 0.00226808 0.00216021 0.00156214 0.00995419 0.00182259 0.00317965 0.0045598 0.00226922 0.00109629 0.00109436 0.000884572 0.00065985
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 10 7 -7 -8 -1 -5 -12 -11
right_child=-2 -3 -4 5 -6 6 8 -9 -10 12 11 -13 -14
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leaf_weight=68 47 49 53 91 54 140 111 116 561 245 251 1885 74
leaf_count=68 47 49 53 91 54 140 111 116 561 245 251 1885 74
internal_value=0 -4.3442e-05 -5.26807e-05 -4.31416e-05 -0.000218758 -1.83347e-05 -0.000135673 -0.000434302 -2.06914e-05 -3.99639e-05 3.0193e-05 4.49272e-05 3.50166e-05
internal_weight=0 3698 3649 3596 441 3155 928 256 672 387 2227 2136 319
internal_count=3745 3698 3649 3596 441 3155 928 256 672 387 2227 2136 319
is_linear=0
shrinkage=0.0995203


Tree=7575
num_leaves=12
num_cat=0
split_feature=10 22 23 2 1 1 1 3 9 1 18
split_gain=0.0151783 0.00280479 0.00193097 0.00169072 0.0015638 0.00152817 0.012571 0.0202058 0.00177098 0.00160167 0.00121074
threshold=0.093790000000000026 0.13264000000000004 -0.022119999999999997 0.42136500000000005 0.51136500000000018 -0.067015000000000005 -0.075284999999999991 0.093615000000000018 0.091200000000000017 -0.061135000000000002 0.15891500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 8 -8 -4 -7 -11
right_child=-2 -3 3 -5 -6 9 7 -9 -10 10 -12
leaf_value=0.0008144474789248047 -0.0015779642363684776 0.00073970048774451148 3.3708278346257294e-05 -0.00057470593118145736 1.8991005419737767e-05 0.00048693981906047112 -0.0027349857060254292 -0.00010591687562801884 -0.0002244756357455197 1.1321806994004407e-05 -0.000396501804672765
leaf_weight=46 64 46 1013 61 57 68 46 80 354 1835 75
leaf_count=46 64 46 1013 61 57 68 46 80 354 1835 75
internal_value=0 -3.1594e-05 -4.15797e-05 -5.41695e-05 0.000382191 -4.47856e-05 -0.000120844 -0.00107223 -3.25525e-05 1.22092e-05 -4.26362e-06
internal_weight=0 3681 3635 3532 103 3471 1493 126 1367 1978 1910
internal_count=3745 3681 3635 3532 103 3471 1493 126 1367 1978 1910
is_linear=0
shrinkage=0.0995203


Tree=7576
num_leaves=29
num_cat=0
split_feature=3 3 1 5 22 6 2 6 2 1 1 1 1 5 2 9 9 9 21 3 19 5 5 21 9 5 6 9
split_gain=0.00683165 0.00512122 0.00483627 0.0067219 0.00414979 0.00399091 0.012266 0.0026857 0.0028338 0.00278772 0.00139275 0.000924685 0.00735288 0.00333856 0.00102752 0.00303707 0.00492426 0.00244553 0.00239838 0.00120548 0.000922409 0.00111703 0.0032964 0.00219336 0.000824758 0.00181278 0.00150442 0.000970191
threshold=0.089095000000000021 0.088805000000000023 -0.08113999999999999 -0.092864999999999989 0.13264000000000004 0.083720000000000031 -0.021165 0.086275000000000032 -0.087444999999999995 -0.090374999999999997 -0.079434999999999992 -0.083284999999999984 -0.080349999999999991 -0.011204999999999998 -0.079739999999999991 0.088510000000000019 0.08938500000000002 0.087635000000000032 -0.079279999999999989 0.096775000000000014 0.10951500000000002 -0.025879999999999997 -0.017704999999999995 -0.013044999999999999 0.098465000000000011 0.25155500000000008 0.092980000000000021 0.093175000000000022
decision_type=2 2 2 2 2 2 2 2 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 -5 9 -9 -7 -4 13 -13 -2 15 17 -17 -14 -16 -20 21 23 -23 -12 25 26 -15 -27
right_child=4 -3 10 5 -6 7 -8 8 -10 -11 20 12 14 24 18 16 -18 -19 19 -21 -22 22 -24 -25 -26 27 -28 -29
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leaf_weight=50 65 61 62 48 47 59 72 81 286 59 48 52 123 119 56 47 303 60 357 821 47 46 234 286 61 71 60 56
leaf_count=50 65 61 62 48 47 59 72 81 286 59 48 52 123 119 56 47 303 60 357 821 47 46 234 286 61 71 60 56
internal_value=0 -0.000221943 -0.000181732 -0.000377625 5.44055e-05 -0.000284299 -0.000799821 -0.000155059 -0.000288902 0.000254278 -3.13172e-06 3.47038e-05 6.60551e-05 -9.54104e-05 3.12549e-05 -8.34622e-05 -0.000256382 0.000242785 8.14679e-05 5.04694e-05 -4.6558e-05 -8.01852e-05 6.42088e-05 -0.000203685 1.88488e-05 -4.53982e-05 0.000155524 -0.000335033
internal_weight=0 1439 1378 655 2298 605 120 485 367 118 723 2251 1819 432 1767 533 350 183 1234 1178 661 614 280 334 367 306 179 127
internal_count=3737 1439 1378 655 2298 605 120 485 367 118 723 2251 1819 432 1767 533 350 183 1234 1178 661 614 280 334 367 306 179 127
is_linear=0
shrinkage=0.0995203


Tree=7577
num_leaves=27
num_cat=0
split_feature=3 17 9 22 26 26 9 26 9 17 1 8 6 26 20 1 6 26 0 18 8 9 8 9 0 9
split_gain=0.00576667 0.0220299 0.0387074 0.00369467 0.00187444 0.0133995 0.00172063 0.00305458 0.00253255 0.00236099 0.00357971 0.00480954 0.00144556 0.00163481 0.00434789 0.00354135 0.00154335 0.00131898 0.00177614 0.00209554 0.00127569 0.00255033 0.00249956 0.000864291 0.00305834 0.00152324
threshold=0.084855000000000028 0.052150000000000009 0.083715000000000026 0.13264000000000004 0.085155000000000022 0.085570000000000021 0.085145000000000012 0.087745000000000031 0.089855000000000032 -0.14384499999999997 -0.090104999999999991 -0.085764999999999994 0.10384500000000003 0.047170000000000011 -0.0071449999999999994 -0.010395 0.18123500000000006 0.089545000000000027 -0.077945 1.0000000180025095e-35 -0.012329999999999999 0.11351500000000002 -0.046889999999999994 0.10125500000000003 -0.061654999999999995 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 2 2 2 2 2
left_child=1 6 -3 4 12 -6 7 9 -8 -1 -11 -12 13 23 15 -15 -14 18 19 -7 22 -22 -19 25 -25 -2
right_child=3 2 -4 -5 5 17 8 -9 -10 10 11 -13 16 14 -16 -17 -18 20 -20 -21 21 -23 -24 24 -26 -27
leaf_value=0.00047697461549419258 5.3723916870857097e-05 5.5031256194412394e-05 -0.0037234385187852877 0.00088298645023992314 -0.0017336343914751318 1.8891784776268492e-05 0.00086303494004162857 -0.00075897566103061203 -8.1120140037465899e-05 -0.00084254670096486515 -0.00031095275084363301 0.00078702871698018849 -0.00066748237416935864 -0.00039599376708993723 0.0010035590717393937 0.00044628639728933262 7.2090087155386514e-05 2.5487457094696368e-05 -0.00075971636226219736 -0.00049261836083346327 0.00011991539377727756 -0.00083148799363109646 0.00072799455174872921 -0.00011686952434566612 0.00087115965838976842 -0.00042960289543708284
leaf_weight=73 817 60 48 47 47 323 46 67 69 59 119 59 51 85 70 117 58 1013 46 104 62 49 53 72 53 70
leaf_count=73 817 60 48 47 47 323 46 67 69 59 119 59 51 85 70 117 58 1013 46 104 62 49 53 72 53 70
internal_value=0 -0.000329387 -0.00161671 7.13329e-06 -5.92383e-06 -7.63967e-05 -4.51399e-05 -0.000149367 0.000289424 -1.49715e-05 -0.000169953 4.8386e-05 7.93409e-05 0.000109332 0.00032649 8.7809e-05 -0.000266438 -2.86943e-05 -0.000169297 -0.000103774 2.71138e-05 -0.000292699 6.11831e-05 5.01566e-05 0.000295506 1.46579e-05
internal_weight=0 600 108 3137 3090 1697 492 377 115 310 237 178 1393 1284 272 202 109 1650 473 427 1177 111 1066 1012 125 887
internal_count=3737 600 108 3137 3090 1697 492 377 115 310 237 178 1393 1284 272 202 109 1650 473 427 1177 111 1066 1012 125 887
is_linear=0
shrinkage=0.0995203


Tree=7578
num_leaves=33
num_cat=0
split_feature=3 3 1 2 18 2 3 1 0 5 6 2 18 26 1 20 20 26 1 20 8 3 5 0 3 20 20 2 2 2 2 8
split_gain=0.00480362 0.0042245 0.0035197 0.00679606 0.0102129 0.0141837 0.0237501 0.00269123 0.00221261 0.00229965 0.00147713 0.00196731 0.00170328 0.00276492 0.00110612 0.000957423 0.00221323 0.00195071 0.00222973 0.00186331 0.00168376 0.00317191 0.00489328 0.0017527 0.00146773 0.00107484 0.00164755 0.000884193 0.00257794 0.00209484 0.00168381 0.000648026
threshold=0.089095000000000021 0.088805000000000023 -0.08113999999999999 -0.085804999999999992 0.088735000000000022 -0.083104999999999998 0.084620000000000015 -0.084204999999999988 -0.23058999999999999 -0.52786999999999995 0.087670000000000012 -0.087444999999999995 -0.0092699999999999987 0.085005000000000011 -0.079434999999999992 -0.077649999999999983 -0.075334999999999999 -0.091484999999999997 -0.0072799999999999991 -0.071149999999999991 -0.069444999999999993 0.10850000000000003 -0.010424999999999999 -0.067059999999999995 0.11360500000000003 -0.058504999999999995 -0.0093149999999999986 -0.086304999999999993 -0.084804999999999992 -0.089549999999999991 -0.082704999999999987 -0.0020399999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 -7 9 -2 12 -12 13 -1 -4 17 -17 18 -10 -18 23 22 -22 24 -19 -21 -27 29 -29 31 -30 -16
right_child=8 -3 14 4 -6 7 -8 -9 15 -11 11 -13 -14 -15 27 16 19 20 -20 25 21 -23 -24 -25 -26 26 -28 28 30 -31 -32 -33
leaf_value=-8.0654467114887817e-05 0.001023581660315204 -0.00099749557769408912 0.00040512755149671925 -0.0029583566364568843 -0.001917378126495175 -9.7104394097780503e-05 -0.00017081516752173281 0.00071004087064458464 -0.00017548388491465342 9.9836481218112153e-06 8.9232997756197028e-05 -0.0007041892923205029 -0.00017785315441402411 0.00090919579190672033 -0.00036660126958937034 0.00061449521193737819 -0.00045558251190149515 -2.2205677511686559e-05 0.0006974861484901853 0.00040381771692714905 -0.00075952828428521558 -0.0010850967183793946 0.0005670904372733251 0.00047197699955311295 -0.00062456740477991567 -0.00028568411487679549 7.9345225733877384e-05 -0.00081577924601604617 0.00049901502824258482 0.00053833047480009893 -0.00010399992275592616 0.00012076165277773011
leaf_weight=49 46 61 62 47 51 104 87 66 53 46 75 51 64 61 57 70 71 202 61 88 58 51 52 55 51 135 1259 46 52 79 379 48
leaf_count=49 46 61 62 47 51 104 87 66 53 46 75 51 64 61 57 70 71 202 61 88 58 51 52 55 51 135 1259 46 52 79 379 48
internal_value=0 -0.000184692 -0.000148117 -0.000315232 -0.000610038 -0.000388022 -0.00115464 0.000211443 4.70143e-05 0.000525681 3.08928e-05 -0.000225417 0.000221201 0.000460821 2.14838e-06 2.66807e-05 6.62554e-05 -8.20862e-05 0.000284451 4.10169e-05 -0.000172926 -0.000434186 -0.000124957 -3.37005e-05 -0.000146866 6.53605e-05 4.34072e-05 -3.44115e-05 -0.000106904 0.000149067 -2.9347e-05 -0.00013601
internal_weight=0 1439 1378 655 355 304 134 170 2298 92 300 126 174 110 723 2206 1623 583 114 1553 469 161 110 308 253 1482 1394 661 477 184 431 105
internal_count=3737 1439 1378 655 355 304 134 170 2298 92 300 126 174 110 723 2206 1623 583 114 1553 469 161 110 308 253 1482 1394 661 477 184 431 105
is_linear=0
shrinkage=0.0995203


Tree=7579
num_leaves=24
num_cat=0
split_feature=3 17 17 20 1 9 6 30 5 6 18 2 18 3 10 17 21 18 1 9 9 9 5
split_gain=0.00408971 0.0112547 0.0452455 0.00204125 0.00196845 0.00156831 0.00165519 0.00145021 0.00154035 0.00134174 0.00177221 0.0036735 0.00206774 0.00283459 0.00101662 0.0016282 0.000930937 0.00261853 0.0020534 0.00127726 0.00223901 0.00201941 0.000888764
threshold=0.088845000000000021 0.0036400000000000009 0.066010000000000027 0.27003000000000005 -0.0088199999999999997 0.083925000000000013 0.08866000000000003 0.11901000000000002 -0.52786999999999995 0.087670000000000012 -0.018864999999999996 -0.085944999999999994 -0.010145 0.087445000000000023 0.089800000000000033 -0.55380499999999999 0.087625000000000022 0.088635000000000019 -0.0051399999999999996 0.086155000000000023 0.085145000000000012 0.08951000000000002 -0.50544999999999984
decision_type=2 2 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 7 5 -4 -7 8 -2 16 11 -11 -12 -14 15 -10 17 19 -18 20 -1 -21 -17
right_child=3 2 4 -5 -6 6 -8 -9 14 10 12 -13 13 -15 -16 22 18 -19 -20 21 -22 -23 -24
leaf_value=7.4630864938775242e-06 0.00045067230600925152 -0.0026265741061758073 -0.00016583480596703848 0.00066533959934637454 -0.00037335854578355015 0.00091809972095722666 7.1281744270566155e-05 -0.00051236100722686279 -0.00041992092250197141 -0.00040557356072271902 -0.00098972018714510402 0.0007515901898000573 0.0001803353651416344 -0.00080881651669859013 0.00045357513798487695 -0.00033401697418506191 0.00010425421635170457 0.00072465774568723882 -0.00068696089210643833 -0.00078099046551047106 0.00059947464855032002 6.5643151280230145e-05 4.1800597116982561e-05
leaf_weight=424 87 87 52 51 71 48 48 48 83 62 46 48 74 46 53 64 83 59 52 46 75 67 1963
leaf_count=424 87 87 52 51 71 48 48 48 83 62 46 48 74 46 53 64 83 59 52 46 75 67 1963
internal_value=0 -0.000173408 -0.000706384 4.18949e-05 5.26933e-05 0.000262614 0.000503218 2.77024e-05 3.95876e-05 -2.19204e-05 -0.000211801 9.19287e-05 -0.000418 -0.000192018 2.26745e-05 1.14629e-05 4.20852e-05 9.08935e-05 -0.000194446 2.84577e-05 9.80834e-05 -0.00027176 2.95308e-05
internal_weight=0 1388 306 2349 219 148 96 2298 2250 1082 276 110 166 120 2163 2110 806 671 135 612 499 113 2027
internal_count=3737 1388 306 2349 219 148 96 2298 2250 1082 276 110 166 120 2163 2110 806 671 135 612 499 113 2027
is_linear=0
shrinkage=0.0995203


Tree=7580
num_leaves=31
num_cat=0
split_feature=8 9 9 3 3 8 3 9 8 9 9 6 26 26 8 9 1 8 21 3 19 9 3 21 5 4 29 21 3 3
split_gain=0.00320159 0.0034178 0.0136934 0.0184594 0.00259389 0.0141067 0.00277303 0.00160665 0.00149418 0.00134435 0.0014205 0.00159741 0.00141986 0.00195902 0.00123675 0.00220768 0.00184247 0.00119639 0.00113874 0.00113735 0.001079 0.00101872 0.000978477 0.000944101 0.000803895 0.000802701 0.00143775 0.000716465 0.00076768 0.000785969
threshold=-0.083849999999999994 0.084055000000000032 0.081095000000000014 0.086895000000000014 0.08400500000000001 -0.072559999999999999 0.084795000000000023 0.083715000000000026 -0.082934999999999995 0.084380000000000024 0.087695000000000009 0.088565000000000019 0.089880000000000029 0.088435000000000027 -0.086404999999999996 0.084795000000000023 -0.008005 -0.082299999999999998 0.084485000000000018 0.08544000000000003 0.13881500000000005 0.090775000000000022 0.089485000000000023 0.10143500000000001 -0.067969999999999989 0.081905000000000019 -0.082294999999999993 0.086410000000000028 0.13345500000000002 0.10684000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 5 -2 -6 -4 22 -3 11 14 13 18 15 -11 -16 -10 -12 -19 -21 -14 -8 27 -23 -7 -27 28 29 -1
right_child=4 9 3 -5 6 25 8 -9 17 10 12 -13 21 -15 16 -17 -18 19 -20 20 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.2569997114584327e-05 -0.0019138428415594307 -0.00046517365022431768 0.00015458466498748303 0.0026965094201293325 0.00074034807071543844 -0.00028429246213452418 -7.2251659618273139e-05 0.00085813307798630282 0.00041333132125308703 0.00084946509554970268 0.00010776004760010875 0.00065500194615584117 0.00039667446293664672 -0.00082881133209539019 -0.00048763186008068227 7.6693258014994535e-05 0.00028903405353921383 -0.00050445053439177512 -0.00045670648650014228 4.0970944034112983e-06 -0.00046891687225340567 -0.00025970580325788165 -0.00074359918414890365 0.00031510439471209257 0.00023982665245767673 -0.00018277644888914173 0.00052087385104183708 -0.00031747609963507419 -0.00027874341584195166 0.00042553874358343586
leaf_weight=95 46 52 84 49 48 46 46 56 65 47 99 62 76 47 70 180 52 47 54 1803 49 80 46 73 52 50 64 91 62 58
leaf_count=95 46 52 84 49 48 46 46 56 65 47 99 62 76 47 70 180 52 47 54 1803 49 80 46 73 52 50 64 91 62 58
internal_value=0 0.000148703 0.000338742 0.00103072 -4.02508e-05 -0.000377358 -6.85597e-06 0.000441852 -2.46986e-05 2.38331e-05 5.58807e-05 0.000187038 -7.42345e-05 -0.00026474 0.000101558 0.000240301 -0.000149884 -5.91339e-06 -8.6113e-05 -2.06946e-05 -7.97584e-06 0.000105009 -0.000416824 -4.17597e-06 -5.67186e-05 5.9265e-05 0.000205074 -8.30194e-05 1.24082e-05 0.000135742
internal_weight=0 1439 568 189 2310 206 2104 140 2056 871 819 411 408 200 349 227 122 1964 153 1899 1852 208 92 379 132 160 114 306 215 153
internal_count=3749 1439 568 189 2310 206 2104 140 2056 871 819 411 408 200 349 227 122 1964 153 1899 1852 208 92 379 132 160 114 306 215 153
is_linear=0
shrinkage=0.0995203


Tree=7581
num_leaves=29
num_cat=0
split_feature=0 0 1 1 17 17 1 26 8 18 0 9 2 1 2 20 3 1 3 9 9 2 3 9 20 9 0 0
split_gain=0.00346277 0.0297279 0.00328592 0.020647 0.00340157 0.00191291 0.0017199 0.00170442 0.00169377 0.00166304 0.00163321 0.00163203 0.00253477 0.00105837 0.00277567 0.00401884 0.00314403 0.00178522 0.00126222 0.000791354 0.00690996 0.00563327 0.00203666 0.0015159 0.0029733 0.00320852 0.000975723 0.0012273
threshold=-0.082494999999999999 -0.082224999999999993 -0.070654999999999996 -0.078729999999999994 0.10932500000000002 -0.092649999999999996 -0.025874999999999999 0.082850000000000021 -0.086489999999999997 -0.083039999999999989 -0.08176499999999999 0.083715000000000026 -0.082644999999999982 -0.003735 -0.086554999999999993 -0.083404999999999993 0.087515000000000023 -0.00080499999999999994 0.092635000000000023 0.10814500000000002 0.11296000000000002 -0.050194999999999997 0.11769000000000002 0.09697500000000002 -0.077044999999999988 0.098465000000000011 -0.081094999999999987 -0.079564999999999983
decision_type=2 2 2 2 2 2 2 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 7 8 -7 -1 -4 -10 -3 -9 -13 14 16 -16 -8 -15 -19 23 -21 22 -22 26 -25 -26 -12 -28
right_child=1 10 5 -5 -6 6 13 11 9 -11 19 12 -14 17 15 -17 -18 18 -20 20 21 -23 -24 24 25 -27 27 -29
leaf_value=0.00052949127276333892 -0.0024880860871008357 0.00049473867648530895 -4.7108406287570668e-05 0.0022777812773603903 0.00092390923545579103 -0.0005356271837685775 0.00030366435875216419 -0.000515557477314855 0.00017004301711164875 0.00093454003034530502 -0.00034420788733774768 0.00028199453449240144 -0.00027632304334254069 -0.00060492002051406571 0.0010785841186322428 0.0001163917548958397 -0.00080535658547668798 0.0001688060766716547 -9.7882237198989477e-05 0.0012252690847239325 -0.00014722731776337734 -0.0010138720324805188 0.00066590378125656446 0.00033245621564282653 -0.0010481900228683219 -0.00015828646305276011 0.00027933992033695446 -2.0407365306066605e-05
leaf_weight=63 49 63 69 49 49 58 48 58 59 60 78 200 134 52 58 176 52 274 490 47 63 51 57 58 64 115 156 999
leaf_count=63 49 63 69 49 49 58 48 58 59 60 78 200 134 52 58 176 52 274 490 47 63 51 57 58 64 115 156 999
internal_value=0 -7.0371e-05 0.000120939 0.000326454 0.000135117 3.8942e-05 -6.35171e-06 4.83706e-05 0.000334332 0.000562383 -2.24607e-06 -2.68641e-05 5.55479e-05 1.96304e-05 0.000169338 0.000358382 -0.00026484 -4.06437e-05 -1.16597e-06 -2.12797e-05 0.000154783 -0.000134657 0.000232188 -4.79466e-05 -0.000278501 -0.000481038 -2.96687e-06 1.93692e-05
internal_weight=0 1800 1949 553 504 1396 1208 455 188 119 1751 392 334 1150 334 234 100 816 764 1688 218 171 120 1470 237 179 1233 1155
internal_count=3749 1800 1949 553 504 1396 1208 455 188 119 1751 392 334 1150 334 234 100 816 764 1688 218 171 120 1470 237 179 1233 1155
is_linear=0
shrinkage=0.0995203


Tree=7582
num_leaves=24
num_cat=0
split_feature=0 0 3 3 6 0 3 5 18 3 3 17 3 8 3 2 2 0 6 2 5 19 5
split_gain=0.00281246 0.0241042 0.00272156 0.0119944 0.00218272 0.00264152 0.00300564 0.00313651 0.00172152 0.00394731 0.00351622 0.003099 0.00288204 0.00237414 0.00175013 0.0039857 0.00153453 0.00132463 0.000856463 0.000676835 0.000877833 0.000775482 0.000810333
threshold=-0.082494999999999999 -0.082224999999999993 0.08844500000000001 0.087925000000000017 0.090710000000000027 -0.084665000000000004 0.087570000000000023 -0.0047599999999999995 -0.020999999999999998 0.090360000000000024 0.092635000000000023 -0.0073949999999999997 0.094525000000000012 -0.08595499999999999 0.097595000000000029 -0.086169999999999983 -0.07934999999999999 -0.08176499999999999 -0.034094999999999993 -0.241895 0.63223000000000018 -0.016414999999999996 0.40898000000000007
decision_type=2 2 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 6 7 -1 11 13 16 14 -12 -10 15 -4 -11 -3 -14 -19 21 -21 -23
right_child=1 17 8 -5 -6 -7 -8 -9 9 10 12 -13 18 -15 -16 -17 -18 19 -20 20 -22 22 -24
leaf_value=-2.418188823869794e-05 -0.0022404713141647896 0.00044550203274729009 -9.1094688084059601e-06 0.0015172815286084379 -0.00044820245680314688 0.0006918744876402604 0.0008466998369333718 0.00068028532743938885 -0.00014019797529233195 0.00094280277842745939 -0.00075455898040033037 -0.00025913351077445511 4.8288302929010912e-05 -0.001137450022182195 -3.7220159609588362e-06 0.0011450229491483594 0.00013119046577196101 0.00029959759105334524 -0.00028863730795052349 -0.0004031336626109962 -0.00040954063739844475 -3.0452012396894555e-05 0.0002000388286500402
leaf_weight=577 49 63 48 67 59 88 51 70 48 51 57 86 436 51 51 72 47 63 90 50 59 1346 170
leaf_count=577 49 63 48 67 59 88 51 70 48 51 57 86 436 51 51 72 47 63 90 50 59 1346 170
internal_value=0 -6.34129e-05 0.000108987 0.000234393 0.000131704 0.000176275 0.000110099 5.07704e-05 -5.13264e-07 -7.49027e-05 9.27368e-06 0.000222075 -8.22188e-05 -0.000662203 0.000468873 0.000676548 0.000561914 -2.02255e-06 -7.80426e-06 -1.92102e-05 -3.20739e-05 -1.73298e-05 -4.06542e-06
internal_weight=0 1800 1949 912 845 786 698 647 1037 780 681 257 583 99 171 120 98 1751 526 1688 1625 1566 1516
internal_count=3749 1800 1949 912 845 786 698 647 1037 780 681 257 583 99 171 120 98 1751 526 1688 1625 1566 1516
is_linear=0
shrinkage=0.0995203


Tree=7583
num_leaves=28
num_cat=0
split_feature=8 8 2 2 3 9 17 17 2 2 0 3 8 1 1 1 17 17 21 0 17 4 18 18 2 4 3
split_gain=0.00259876 0.0146403 0.00165825 0.0184354 0.00171661 0.00368117 0.00261254 0.00196754 0.00274501 0.00519078 0.00240626 0.00143472 0.00190309 0.00110371 0.00257072 0.00215642 0.00105968 0.00114637 0.000949247 0.00229127 0.00130864 0.000529768 0.00101609 0.00090553 0.0009063 0.000854511 0.00050398
threshold=-0.097249999999999989 -0.10833 -0.083665000000000003 -0.083344999999999989 0.11089500000000001 0.098465000000000011 -0.53447999999999996 -0.012064999999999999 -0.087129999999999999 -0.085804999999999992 -0.085794999999999996 0.087445000000000023 -0.090969999999999995 -0.07002499999999999 -0.06551499999999999 -0.081224999999999992 -0.017704999999999995 -0.45791500000000002 0.087625000000000022 -0.14401 -0.0030799999999999998 0.13210500000000003 -0.025879999999999997 0.10085500000000001 0.30629500000000009 0.14646500000000004 0.10089500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 4 -4 6 -6 -2 16 10 -10 -9 18 -13 15 -15 -14 17 -8 19 -5 -21 22 -1 24 26 -23 -24
right_child=2 -3 3 11 5 -7 7 8 9 -11 -12 12 13 14 -16 -17 -18 -19 -20 20 -22 25 23 -25 -26 -27 -28
leaf_value=0.00028390472723526991 0.00064093192991973537 0.0014776050757135089 -0.0019301090245374534 0.00083688659877316333 -0.00088761762940492677 0.0002886787249097312 -0.00041501271204576494 0.0004793586476517342 0.0013713343299276454 0.00016712287854815913 -0.00027813479143840768 -0.00050008176620721138 4.9739770912763801e-05 0.0007351019920928992 -8.9858379308961166e-06 -0.00037671429731477306 -0.00048974025211680509 5.9190347783273298e-05 -0.00020465748339218892 0.00028753078696514673 -0.00011426600921312708 0.00043804998409802251 -0.00030483410471434183 0.0001316251935796192 -0.00062864259989782077 -9.4055831176096869e-05 8.2230312676983742e-05
leaf_weight=66 91 79 51 50 52 52 57 65 53 113 115 91 234 48 1059 230 47 440 63 179 142 63 71 75 52 53 58
leaf_count=66 91 79 51 50 52 52 57 65 53 113 115 91 234 48 1059 230 47 440 63 179 142 63 71 75 52 53 58
internal_value=0 0.000230576 -9.55411e-06 -6.04587e-05 9.04215e-05 -0.000291598 0.000131756 7.87738e-05 0.000264616 0.000556532 -4.7517e-08 -1.45756e-05 -5.70059e-05 -3.08196e-05 2.25387e-05 -0.000159885 -3.79224e-05 3.15772e-06 0.000146024 0.000207781 0.000107239 3.78655e-06 -5.9989e-05 -0.000151847 -0.00027383 0.000187876 -0.000124459
internal_weight=0 517 3232 2147 1085 104 981 890 346 166 180 2096 1662 1571 1107 464 544 497 434 371 321 438 322 256 181 116 129
internal_count=3749 517 3232 2147 1085 104 981 890 346 166 180 2096 1662 1571 1107 464 544 497 434 371 321 438 322 256 181 116 129
is_linear=0
shrinkage=0.0995203


Tree=7584
num_leaves=36
num_cat=0
split_feature=20 5 17 17 5 5 3 2 5 26 17 17 26 5 2 5 2 17 5 20 20 26 5 1 17 17 17 20 20 20 9 6 1 20 2
split_gain=0.00296277 0.00368092 0.00248206 0.0109859 0.0036383 0.00280259 0.00245167 0.00240017 0.002338 0.00185724 0.00184216 0.00313273 0.00175448 0.00259837 0.00299087 0.00215042 0.00170654 0.00285176 0.00160529 0.00262817 0.00158142 0.00153176 0.00121962 0.00154889 0.00120378 0.00108843 0.00116565 0.00100593 0.00210417 0.00172294 0.00161143 0.00114228 0.000971058 0.000935889 0.000772947
threshold=-0.042414999999999994 -0.0044999999999999997 0.056905000000000011 0.067035000000000025 -0.040404999999999996 -0.0063549999999999995 0.092635000000000023 -0.032624999999999994 -0.0087549999999999989 0.086580000000000032 -0.092649999999999996 -0.11741999999999998 0.096980000000000025 0.0053250000000000016 -0.069815000000000002 0.054660000000000007 -0.086554999999999993 0.10932500000000002 -0.52786999999999995 -0.009049999999999999 -0.053499999999999999 0.088245000000000032 -0.010764999999999999 -0.0083149999999999995 -0.015464999999999998 -0.15313499999999999 -0.45791500000000002 -0.06470999999999999 -0.074014999999999984 -0.07650499999999999 0.098465000000000011 -0.064579999999999985 -0.046044999999999996 -0.097019999999999995 -0.097424999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 5 -4 6 8 9 -8 18 -5 11 25 13 24 15 -15 17 22 -2 -20 27 -6 23 -1 -12 26 34 28 29 30 -18 -30 -28 -24 -3
right_child=1 10 3 4 21 -7 7 -9 -10 -11 12 -13 -14 14 -16 -17 20 -19 19 -21 -22 -23 33 -25 -26 -27 32 -29 31 -31 -32 -33 -34 -35 -36
leaf_value=-0.00075544027804218521 0.00062054303291395139 5.3646643232646957e-05 0.0014913511896501863 2.3697763801389531e-05 0.00099060287452139729 0.00087512640806790623 0.00057993379486696926 -0.00018299153271326079 -0.0004501748545903674 -0.00078392065692884066 -0.00071464706913103781 0.0006674560735020704 -0.00063769994220656844 2.318848557573241e-06 -0.0003551281205044999 0.00096337683944341815 5.4433599258711723e-05 -0.00085899371777957304 -0.00051871583146071809 0.00013968913089059903 -0.00050836874809869306 0.0002157046976474699 -0.00017325647684093159 0 -6.3542751712049807e-05 -0.00039502718070349763 0.00042048096966357793 0.00039628552802743278 -9.2116613985567856e-05 0.00061942310939215248 -0.00048425681240038012 -0.00075913879494558117 -0.00010534749998185676 0.0003821151638970996 -0.00031748112912304357
leaf_weight=51 62 120 76 53 62 47 88 74 74 56 72 74 80 46 66 50 653 67 64 886 60 48 58 57 51 69 104 65 56 49 60 52 49 60 99
leaf_count=51 62 120 76 53 62 47 88 74 74 56 72 74 80 46 66 50 653 67 64 886 60 48 58 57 51 69 104 65 56 49 60 52 49 60 99
internal_value=0 0.000110314 0.000200803 0.000397375 0.000177005 0.000120793 -1.59858e-05 0.000226384 8.7393e-05 -0.000383715 -5.22534e-05 6.77499e-05 -0.000223816 -0.000104766 0.000153315 0.000511397 -7.56241e-05 -0.000286858 0.00012751 9.44717e-05 -1.25989e-05 0.000659908 -0.00011362 -0.000357001 -0.000451333 -3.10248e-05 3.42912e-05 1.83397e-05 -8.95668e-06 4.83484e-05 7.95384e-06 -0.000420856 0.000246728 0.000102198 -0.000110385
internal_weight=0 2470 1590 457 381 1133 271 162 1086 109 880 515 365 285 162 96 1288 293 1012 950 995 110 226 108 123 441 372 935 870 762 713 108 153 118 219
internal_count=3758 2470 1590 457 381 1133 271 162 1086 109 880 515 365 285 162 96 1288 293 1012 950 995 110 226 108 123 441 372 935 870 762 713 108 153 118 219
is_linear=0
shrinkage=0.0995203


Tree=7585
num_leaves=45
num_cat=0
split_feature=20 0 0 0 8 1 17 3 3 20 17 8 8 6 5 8 17 0 8 1 2 2 0 2 0 4 2 5 20 2 3 3 2 0 5 0 1 29 1 8 2 0 17 2
split_gain=0.00240772 0.00314178 0.00312236 0.0110395 0.00361312 0.0144785 0.00315714 0.00202647 0.00373769 0.00262792 0.0026001 0.00171282 0.00201324 0.0017091 0.0023688 0.00328663 0.00464729 0.00154784 0.00246719 0.00211337 0.00138589 0.00246151 0.001663 0.00136766 0.00136656 0.00301391 0.0013697 0.00130789 0.00128205 0.00112246 0.00109025 0.00227509 0.00186444 0.003162 0.00098737 0.000950782 0.000934814 0.000876503 0.000832901 0.001596 0.00249782 0.00159121 0.00129762 0.00293366
threshold=-0.042414999999999994 -0.079564999999999983 -0.083885000000000001 -0.083390000000000006 -0.080659999999999996 -0.083284999999999984 -0.01857 0.091975000000000015 0.087925000000000017 -0.000135 -0.029114999999999999 -0.057284999999999996 -0.049139999999999996 0.11816500000000002 0.057175000000000011 -0.068549999999999986 0.056905000000000011 -0.085794999999999996 -0.089044999999999999 -0.082344999999999988 -0.086554999999999993 -0.087944999999999995 -0.068604999999999985 -0.08569499999999998 -0.1525 0.11259500000000001 0.11804000000000002 -0.021739999999999999 -0.053499999999999999 -0.073369999999999991 0.09339500000000002 0.087745000000000031 -0.041009999999999998 -0.061654999999999995 -0.010074999999999999 0.019150000000000004 -0.0072799999999999991 0.093650000000000025 0.031740000000000011 -0.073999999999999996 -0.080555000000000002 -0.1021 0.11639500000000001 -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 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 7 -4 6 -6 23 8 17 -9 -10 13 -13 14 15 16 -3 18 -2 -19 21 22 34 -5 26 -26 -11 -8 37 -16 31 35 33 -32 36 -14 -1 38 42 40 -40 -41 43 -22
right_child=1 11 3 4 5 -7 27 9 10 24 -12 12 30 -15 29 -17 -18 19 -20 -21 28 -23 -24 -25 25 -27 -28 -29 -30 -31 32 -33 -34 -35 -36 -37 -38 -39 39 41 -42 -43 -44 -45
leaf_value=-0.00043264357882138923 -2.4240464712201383e-05 -0.00010690781210379747 0.0018830865609019201 0.0006658582594011958 -0.00028750590826444967 0.0020134245972440162 -0.00062802721199532664 0.00085628264760150799 0 0.00020560030591136832 -0.00080780814037655579 0.00073411373872978481 0.00031177652928495358 -0.0007274746144501187 -0.00014761241072950982 -0.00058490356347664545 0.00069799126195015733 -0.00051999043773596218 0.0004418430441634113 0.0003217329285883028 0.000708336105922822 -0.00086787092805367489 -0.00063480087245839246 0 3.2858955671659975e-05 0.0009803784719085338 -0.00052769270338947011 6.1703599915829277e-06 -0.00045777582058527226 -0.00073814651115979436 -0.0006001478866802147 0.00082597991721358927 -0.00054182866038003706 0.00031007537816703088 0.00033385260484234259 -0.00030254767603332368 0.00010293007010002761 0.00044022690954631787 -0.00045221325071937736 -0.00077119305957404501 0.00043869113799101467 -0.0001036610649327573 -0.00028433416679861162 2.4423940012891517e-05
leaf_weight=60 214 204 46 72 61 48 66 69 75 54 82 46 47 47 67 70 108 74 230 48 73 54 49 53 105 50 46 58 60 69 51 47 66 144 64 53 66 46 49 59 84 97 90 437
leaf_count=60 214 204 46 72 61 48 66 69 75 54 82 46 47 47 67 70 108 74 230 48 73 54 49 53 105 50 46 58 60 69 51 47 66 144 64 53 66 46 49 59 84 97 90 437
internal_value=0 9.93686e-05 0.000193513 0.000429167 0.000240063 0.000718238 2.74542e-05 0.000101801 7.95122e-06 0.000308699 -0.000420473 -3.38849e-05 0.000109012 -0.000150157 -9.61946e-05 2.87784e-05 0.000169087 0.000128236 0.000215355 -0.000182111 -6.82267e-05 -0.000258597 -0.000117512 0.000383424 0.000157319 0.000343792 -0.000123528 -0.000324785 -1.1345e-05 -0.000453241 3.65282e-05 0.000254691 -8.32085e-05 6.78188e-05 1.1586e-05 -5.62903e-06 -0.000145608 1.64274e-05 -4.58066e-06 -0.00014423 0.000104308 -0.000361373 6.13196e-05 0.000123922
internal_weight=0 2470 1451 404 358 109 249 1047 723 324 157 1019 454 565 518 382 312 566 444 122 1288 293 239 125 255 155 100 124 995 136 408 147 261 195 190 100 126 935 889 289 133 156 600 510
internal_count=3758 2470 1451 404 358 109 249 1047 723 324 157 1019 454 565 518 382 312 566 444 122 1288 293 239 125 255 155 100 124 995 136 408 147 261 195 190 100 126 935 889 289 133 156 600 510
is_linear=0
shrinkage=0.0995203


Tree=7586
num_leaves=31
num_cat=0
split_feature=20 0 9 3 1 2 2 9 6 20 0 29 3 3 21 17 3 9 3 3 1 3 3 3 1 3 20 3 3 3
split_gain=0.00195752 0.00285519 0.00361457 0.00819517 0.00728548 0.00409706 0.00691967 0.00227904 0.00199758 0.00319631 0.00171466 0.00135412 0.00123372 0.00260929 0.00189245 0.00200024 0.00115209 0.00156583 0.0010956 0.00480948 0.00130804 0.00103676 0.00160446 0.00287203 0.000976615 0.000972639 0.000670068 0.000501234 0.00320061 0.00123658
threshold=-0.009049999999999999 -0.079564999999999983 0.088510000000000019 0.088115000000000013 -0.083284999999999984 -0.082794999999999994 -0.078914999999999999 0.087885000000000019 -0.14051999999999998 -0.013254999999999999 -0.078664999999999999 -0.045179999999999998 0.088055000000000022 0.087515000000000023 0.087625000000000022 -0.0038549999999999999 0.080495000000000025 0.084115000000000009 0.091225000000000014 0.089985000000000023 -0.09225499999999999 0.093615000000000018 0.09587500000000003 0.097255000000000022 -0.50597999999999999 0.088845000000000021 -0.075115000000000001 0.10457000000000002 0.10134000000000003 0.10892000000000003
decision_type=2 2 2 2 2 2 2 2 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 7 -4 -5 -6 -7 11 26 12 -3 -2 13 14 15 -10 -13 -18 19 20 24 -20 -23 -24 -12 -14 -1 28 -27 -29
right_child=1 10 3 4 5 6 -8 -9 9 -11 18 16 25 -15 -16 -17 17 -19 21 -21 -22 22 23 -25 -26 27 -28 29 -30 -31
leaf_value=0.00010408624306059973 -0.00032546294172872321 -0.0005672965612652243 0.0016489167444707559 -0.0008374666042860494 -0.00032685035593186504 0.0016170540113378091 0.00030839879119551133 -0.00044497486709533027 0.00030937598762170406 -0.00078290457498879644 -0.00014422437097975281 -0.0003045066333605403 0.0004497770207625327 -0.00084195564209510595 -0.00053097431424085808 -0.00044604440367569686 0.00036129149351705298 7.5667961320049882e-05 -0.00040219955562099648 0.0010750582272644677 -0.0003563309398915104 0.00039096115466238826 -0.00074926888415779134 -1.0058619370492896e-06 0.00045424450865721278 7.357441240797289e-06 0.00066648170315239473 0.00036923818309246147 -0.00075910155457475904 -2.6267077473144126e-05
leaf_weight=46 58 56 50 49 48 57 142 72 122 62 47 47 46 56 67 48 334 463 79 48 77 82 57 488 59 401 46 97 62 392
leaf_count=46 58 56 50 49 48 57 142 72 122 62 47 47 46 56 67 48 334 463 79 48 77 82 57 488 59 401 46 97 62 392
internal_value=0 9.44205e-05 0.000190414 0.0004673 0.000264937 0.000486947 0.000687354 9.1213e-05 -5.29905e-05 -8.4002e-05 -3.23593e-05 0.000134921 -4.98032e-05 -0.000229385 -8.11881e-05 9.12653e-05 0.000167528 0.000196392 0 0.000187743 -4.05224e-05 -6.19445e-05 -1.77678e-05 -8.07667e-05 0.000181163 2.09939e-06 0.000394182 -1.86722e-05 -9.35105e-05 5.05129e-05
internal_weight=0 2313 1320 346 296 247 199 974 1445 1353 993 902 1291 293 237 170 844 797 937 231 183 706 627 545 106 998 92 952 463 489
internal_count=3758 2313 1320 346 296 247 199 974 1445 1353 993 902 1291 293 237 170 844 797 937 231 183 706 627 545 106 998 92 952 463 489
is_linear=0
shrinkage=0.0995203


Tree=7587
num_leaves=21
num_cat=0
split_feature=1 1 1 5 9 8 1 8 1 1 9 2 2 17 21 1 24 3 3 21
split_gain=0.00174401 0.0107488 0.00232778 0.00220825 0.00348558 0.0026987 0.00731408 0.00517289 0.00207878 0.00205658 0.00192221 0.00148227 0.00230152 0.00136948 0.00101403 0.00107145 0.000866614 0.000815367 0.000968514 0.00078168
threshold=-0.079844999999999985 -0.080689999999999998 -0.078729999999999994 -0.0087549999999999989 0.091750000000000012 -0.085385000000000003 -0.085349999999999995 -0.087844999999999993 -0.086814999999999989 -0.090374999999999997 0.098720000000000016 0.12875500000000004 0.096520000000000022 -0.0088649999999999996 0.15544000000000005 -0.077429999999999985 -0.068099999999999994 0.08345000000000001 0.085195000000000007 0.083750000000000019
decision_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 5 7 9 13 10 -7 11 12 -5 -1 15 -4 -17 19 -19 -18
right_child=2 -3 14 8 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 17 18 -20 -21
leaf_value=0.00043942757228766755 -0.00063672419213584041 0.0016074799926775521 0.00037094436143120913 5.7258326924558645e-05 0.00095291756422025619 -0.00010124697067206384 -0.0011485717906593754 0.0012216763774763929 -0.00050380116200005444 0.00072778380354233474 -0.00050578653410466527 -0.00041301338937587339 0.00071916291971724602 -0.00012805152501093909 0.00039208153479881761 0.00030386949375124493 -0.00038378364992069073 0.00036856118550688676 -2.7218416663771464e-05 4.4915297393176599e-05
leaf_weight=69 58 47 71 478 60 64 52 53 83 53 61 54 59 105 64 78 120 63 2006 60
leaf_count=69 58 47 71 478 60 64 52 53 83 53 61 54 59 105 64 78 120 63 2006 60
internal_value=0 0.00013049 -1.35246e-05 7.15166e-05 0.000243785 0.000134274 -0.000163509 0.000359577 -3.42464e-05 0.0002673 2.42726e-05 8.03678e-05 0.000131506 9.22786e-05 8.24323e-07 -9.27653e-06 -2.12294e-05 -3.28685e-05 -1.47715e-05 -0.000236336
internal_weight=0 1238 2520 1191 456 396 169 227 735 117 652 591 537 174 2462 2398 2327 2249 2069 180
internal_count=3758 1238 2520 1191 456 396 169 227 735 117 652 591 537 174 2462 2398 2327 2249 2069 180
is_linear=0
shrinkage=0.0995203


Tree=7588
num_leaves=21
num_cat=0
split_feature=18 9 8 8 8 1 1 0 26 1 5 5 9 1 3 3 3 26 8 26
split_gain=0.00969919 0.00202568 0.00316188 0.00108804 0.00312558 0.00058924 0.00287295 0.00594919 0.00278573 0.0010028 0.00184228 0.00200393 0.00238081 0.00143308 0.000800461 0.00252473 0.0011993 0.000787923 0.00499447 0.00216136
threshold=0.26473000000000008 0.11222500000000002 0.10228000000000002 -0.050299999999999997 -0.066544999999999993 -0.081594999999999987 -0.083284999999999984 -0.084154999999999994 0.10924500000000002 -0.077634999999999996 -0.067969999999999989 -0.082635 0.08709500000000002 -0.076329999999999995 0.08777500000000002 0.086965000000000028 0.088115000000000013 0.091195000000000012 -0.080724999999999991 0.088325000000000028
decision_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 -3 6 8 -8 17 10 11 12 -7 -11 15 -15 -16 19 -19 -1
right_child=-2 2 -4 -5 -6 9 7 -9 -10 13 -12 -13 -14 14 16 -17 -18 18 -20 -21
leaf_value=0.00010206890502709713 -0.0011295978338649315 -0.0001548424819920843 0.00096263967812011632 -0.00015069210342803975 0.0009014581796042264 0.00017461979523564626 -0.00011605596390610489 0.0013817910458553701 -0.00063412316368766217 0.00054613831062201752 -0.00065121065847363602 0.00041826378642932904 -0.00075482267576848809 -3.981451274654028e-06 0.00052406254721173843 -0.00058278793618718309 7.7276049320647633e-06 0.0010412615115095219 -0.00027674873388831568 -0.00033343832466743825
leaf_weight=634 73 60 56 86 50 52 56 48 61 47 68 61 55 362 46 95 1573 51 63 137
leaf_count=634 73 60 56 86 50 52 56 48 61 47 68 61 55 362 46 95 1573 51 63 137
internal_value=0 2.88661e-05 0.000301238 0.00010809 0.000317852 8.49165e-06 7.06742e-05 0.000567387 1.52019e-05 -1.8839e-05 -0.000213494 -3.14505e-05 -0.00029548 2.41394e-06 -9.5015e-06 -0.000126094 2.29037e-05 6.08827e-05 0.000305707 2.36213e-05
internal_weight=0 3661 252 196 110 3409 1050 104 946 2359 236 168 107 2123 2076 457 1619 885 114 771
internal_count=3734 3661 252 196 110 3409 1050 104 946 2359 236 168 107 2123 2076 457 1619 885 114 771
is_linear=0
shrinkage=0.0995203


Tree=7589
num_leaves=13
num_cat=0
split_feature=18 9 8 8 8 22 19 19 9 9 5 21
split_gain=0.00786448 0.00163839 0.00267467 0.00132138 0.00253912 0.000739468 0.000711342 0.00116413 0.000821321 0.00141403 0.00140714 0.000714702
threshold=0.26473000000000008 0.11222500000000002 0.085560000000000011 -0.050299999999999997 -0.066544999999999993 0.13240000000000005 0.12477000000000003 0.11368500000000002 0.09697500000000002 0.095055000000000014 -0.052494999999999993 0.092150000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 7 8 9 -1 -10 -8
right_child=-2 2 -4 -5 -6 -7 11 -9 10 -11 -12 -13
leaf_value=6.507466699880063e-07 -0.0010171801327255809 -0.00013943253472975336 0.00079481721216350157 -0.00026061217135532952 0.0008117448621915807 0.00038380589889023522 0 0.00043341131436318281 -0.00040571738923828304 0.00029934592866505725 1.5192856405867254e-05 -0.00053116658006683009
leaf_weight=2710 73 60 70 72 50 51 46 63 128 167 195 49
leaf_count=2710 73 60 70 72 50 51 46 63 128 167 195 49
internal_value=0 2.59711e-05 0.000270936 6.49449e-05 0.000285479 7.62266e-06 1.66555e-06 9.72334e-06 1.12616e-06 1.82735e-05 -0.000149073 -0.000266481
internal_weight=0 3661 252 182 110 3409 3358 3263 3200 2877 323 95
internal_count=3734 3661 252 182 110 3409 3358 3263 3200 2877 323 95
is_linear=0
shrinkage=0.0995203


Tree=7590
num_leaves=11
num_cat=0
split_feature=18 8 4 0 20 35 1 10 10 1
split_gain=0.00637797 0.00106121 0.002406 0.000790641 0.000876758 0.000731212 0.00118979 0.000864642 0.00123047 0.00104316
threshold=0.26473000000000008 0.10228000000000002 0.11670500000000002 -0.021574999999999997 -0.030064999999999998 0.004000000000000001 0.55657000000000012 0.090150000000000022 0.086275000000000018 -0.50597999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 7 8 9 -1
right_child=-2 2 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=-0.0002875347128259274 -0.00091595002332795427 0.00014940651661086307 0.00086143879676297197 0.0003885279248763746 -0.00041593919719568832 -0.00038325213157384036 0.00044100779149441974 -0.00039088683873771704 0.00051980032193137962 1.7494597835563456e-05
leaf_weight=115 73 60 48 48 48 46 64 53 47 3132
leaf_count=115 73 60 48 48 48 46 64 53 47 3132
internal_value=0 2.34503e-05 0.000244198 4.90298e-05 -9.42784e-05 1.0187e-05 1.57328e-05 7.35631e-06 1.40125e-05 6.43916e-06
internal_weight=0 3661 204 156 108 3457 3411 3347 3294 3247
internal_count=3734 3661 204 156 108 3457 3411 3347 3294 3247
is_linear=0
shrinkage=0.0995203


Tree=7591
num_leaves=15
num_cat=0
split_feature=18 8 4 19 18 17 5 18 2 8 5 1 17 2
split_gain=0.00517202 0.000863623 0.00194732 0.000783689 0.000886617 0.00199984 0.00168411 0.00165135 0.00138126 0.00277989 0.000904835 0.000943962 0.000762717 0.00128796
threshold=0.26473000000000008 0.10228000000000002 0.11670500000000002 -0.10411999999999999 -0.10872 -0.54604999999999992 0.30714500000000006 -0.037059999999999989 0.096520000000000022 -0.0083949999999999979 0.25155500000000008 -0.082489999999999994 -0.35269999999999996 -0.122295
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 -1 5 -5 10 -8 9 -7 11 -6 -3 -14
right_child=-2 2 -4 4 6 8 7 -9 -10 -11 -12 -13 13 -15
leaf_value=0.00036885493346056894 -0.00082479449496891503 -0.00023519057643245765 0.00077570835728304132 -0.00066131677030351467 0.00011274195726041846 8.3304280611837234e-05 0.00078801349485289082 0 0.00045542635019528416 -0.00067110493792692152 -0.00037661359731671631 -1.8726182030587858e-05 -0.00014425082504715471 0.00056755966805877641
leaf_weight=59 73 58 48 62 718 163 55 53 47 68 60 2172 47 51
leaf_count=59 73 58 48 62 718 163 55 53 47 68 60 2172 47 51
internal_value=0 2.11388e-05 0.000220295 9.14962e-06 2.66308e-06 -0.000149513 1.98503e-05 0.000405947 -3.24254e-05 -0.000135229 5.43775e-06 1.36529e-05 4.41504e-05 0.000217828
internal_weight=0 3661 204 3457 3398 340 3058 108 278 231 2950 2890 156 98
internal_count=3734 3661 204 3457 3398 340 3058 108 278 231 2950 2890 156 98
is_linear=0
shrinkage=0.0995203


Tree=7592
num_leaves=28
num_cat=0
split_feature=28 9 18 8 3 18 18 2 5 1 1 10 17 8 26 8 2 8 26 26 18 2 26 18 21 18 18
split_gain=0.00888176 0.00135697 0.00198182 0.00484095 0.00740342 0.00152504 0.00202322 0.0031447 0.00206875 0.00201246 0.00200624 0.00145102 0.00120286 0.00290621 0.00386974 0.00210634 0.00210475 0.00102893 0.000968431 0.00245654 0.00416203 0.00285273 0.00185279 0.00221884 0.00122027 0.000822917 0.000273676
threshold=0.083225000000000021 0.087885000000000019 0.088635000000000019 -0.072559999999999999 0.089810000000000015 0.10189500000000003 0.091085000000000013 -0.078670000000000004 0.62720500000000012 -0.095674999999999996 -0.083284999999999984 0.055760000000000011 0.07134500000000002 -0.068549999999999986 0.10665000000000002 -0.045194999999999999 -0.06674999999999999 -0.087954999999999992 0.088165000000000021 0.090455000000000021 -0.020389999999999998 -0.082704999999999987 0.087435000000000027 -0.010145 -0.091104999999999992 0.10085500000000001 -0.089674999999999991
decision_type=2 2 2 2 2 2 2 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 17 -5 6 8 -8 9 26 -11 18 13 14 -7 -14 -15 25 22 20 -20 -21 24 -24 -1 -4 -3
right_child=-2 5 3 4 -6 12 7 -9 -10 10 -12 -13 15 16 -16 -17 -18 -19 19 21 -22 -23 23 -25 -26 -27 -28
leaf_value=-0.00042987418354476165 0.0011403697832598203 0.00016575545061114038 -6.6965914205934093e-05 0.0017823009986830008 0.00011754269405241703 0.00013962451438767691 -0.0010726641497613933 6.3983534284088252e-06 -0.00061558148687008063 -0.00050457933151017327 -4.1087580895827969e-05 0.00046952728953131875 -0.00048073753033114571 -0.00055043549028301747 0.0013104746313977401 0.00035817183636932591 0.00035184540548251181 -0.00034536300231747776 -0.00018814078054645304 -0.00072498874914907294 0.0010246355092667933 0.00028908776863321788 1.660876026488311e-05 -0.00092891804049582321 1.5923505720627559e-05 0.00039040276150938678 0.00052664398150531683
leaf_weight=64 69 46 81 46 65 76 53 51 67 103 974 66 71 55 46 50 47 60 47 48 66 63 46 49 1201 71 57
leaf_count=64 69 46 81 46 65 76 53 51 67 103 974 66 71 55 46 50 47 60 47 48 66 63 46 49 1201 71 57
internal_value=0 4.62345e-07 5.67977e-05 0.000282349 0.000814818 -6.45913e-05 -0.000112595 -0.000535637 -7.66572e-05 -4.53635e-05 -8.61742e-05 1.21481e-05 0.000121017 0.000258816 0.000587803 -0.000127315 -0.000126653 0 -6.39256e-06 0.000184722 0.000512962 -0.000142057 -3.84722e-05 -0.000462467 -5.98357e-06 0.000141288 0.000373418
internal_weight=0 3669 1973 323 111 1696 1351 104 1247 1180 1077 1650 345 224 122 121 102 212 1584 224 113 111 1360 95 1265 152 103
internal_count=3738 3669 1973 323 111 1696 1351 104 1247 1180 1077 1650 345 224 122 121 102 212 1584 224 113 111 1360 95 1265 152 103
is_linear=0
shrinkage=0.0995203


Tree=7593
num_leaves=20
num_cat=0
split_feature=8 3 5 2 20 4 4 6 5 5 10 10 10 2 20 17 3 4 5
split_gain=0.00324013 0.0114799 0.0013653 0.00145289 0.00490432 0.0017905 0.000954515 0.00092688 0.00476787 0.00896998 0.00102836 0.00364805 0.001265 0.000850384 0.000556988 0.00113123 0.000967336 0.00058127 0.000155355
threshold=-0.1205 0.079570000000000016 -0.53313499999999991 0.09556000000000002 -0.053499999999999999 0.09777000000000001 0.10593500000000002 0.11816500000000002 0.057175000000000011 -0.042209999999999991 0.086165000000000019 0.09056500000000002 0.078065000000000023 -0.074084999999999998 -0.060199999999999997 -0.052269999999999997 0.12168500000000003 0.10459000000000003 -0.42170999999999997
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 7 -5 -6 -2 10 9 -9 12 -12 13 -4 17 -16 -17 -3 -18
right_child=2 14 3 4 5 -7 -8 8 -10 -11 11 -13 -14 -15 15 16 18 -19 -20
leaf_value=0.0016693520016620115 -4.5436206330114347e-05 0.00013400366202003921 3.2316477568121327e-05 0.00104091552183391 -0.00038715048563962059 0.00030382519098998232 -0.0006898123981687955 0.00018190883970889068 0.00035748907680887979 -0.0016944563870729744 -0.00095715080181986694 0.00024926630409284178 0.00049808347274413265 -9.1483982944318636e-05 0.00054590341308771403 -0.00023910480338348319 9.2712053718073002e-05 -0.0003200707137731191 0.00038278089450055223
leaf_weight=52 48 50 1968 57 75 73 49 53 74 47 47 51 51 762 58 72 46 59 46
leaf_count=52 48 50 1968 57 75 73 49 53 74 47 47 51 51 762 58 72 46 59 46
internal_value=0 0.00029394 -1.14446e-05 -2.387e-07 0.000255976 -4.08002e-05 -0.000379385 -1.77109e-05 -0.000240844 -0.000691797 -3.94094e-06 -0.000320968 6.93647e-06 -1.93895e-06 7.53903e-05 0.000167289 2.83972e-05 -0.000104269 0.000246645
internal_weight=0 383 3355 3258 205 148 97 3053 174 100 2879 98 2781 2730 331 222 164 109 92
internal_count=3738 383 3355 3258 205 148 97 3053 174 100 2879 98 2781 2730 331 222 164 109 92
is_linear=0
shrinkage=0.0995203


Tree=7594
num_leaves=28
num_cat=0
split_feature=28 9 18 8 3 18 18 2 5 9 2 6 19 6 18 6 20 3 8 2 9 2 6 8 5 21 2
split_gain=0.00710381 0.000972584 0.00151676 0.00372185 0.00620394 0.00125457 0.00166359 0.00258173 0.00154289 0.00159681 0.00530407 0.00175617 0.00121568 0.00170115 0.00132937 0.00133503 0.0018381 0.00139869 0.000902191 0.00278989 0.00402716 0.00208915 0.00217982 0.000840367 0.000746508 0.000920731 0.000378502
threshold=0.082705000000000015 0.087885000000000019 0.088635000000000019 -0.072559999999999999 0.089810000000000015 0.10189500000000003 0.091085000000000013 -0.078670000000000004 0.62720500000000012 0.09055500000000001 -0.079844999999999985 0.11816500000000002 0.081005000000000021 -0.01146 0.086285000000000014 -0.03764 -0.037429999999999998 0.085730000000000015 -0.068549999999999986 -0.075899999999999995 0.092855000000000021 -0.057419999999999999 0.095760000000000026 -0.087954999999999992 -0.091229999999999992 0.08846500000000003 -0.084924999999999987
decision_type=2 2 2 2 2 2 2 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 23 -5 6 8 -8 9 10 -3 -11 14 -14 15 17 -17 -1 19 20 -7 22 -20 24 -4 -26 -15
right_child=-2 5 3 4 -6 18 7 -9 -10 11 -12 -13 13 26 -16 16 -18 -19 21 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=-0.00017118052005127561 0.00099672009186067639 -5.6952084042275449e-06 -0.00016003523747501556 0.0015955255276634741 7.1048482127627685e-05 7.1920856293222407e-05 -0.00097065954269221779 5.6039615593333736e-06 -0.00053325292405230333 7.5687842809169428e-05 -0.00098313454830274791 -0.00039998240870619064 -0.00013708746356224914 0.00073455546951643714 -0.00052471486081184337 -0.00033801725209863632 0 0.0002011347240769042 7.9050878023792355e-05 -0.0002972948436780046 0.0012772713818487466 0.00051233366354099029 -0.00075789092246025553 -0.00031649780768911698 0.00059619772227731611 -5.051476144746209e-07 0.0002957040957432222
leaf_weight=127 72 240 55 46 65 72 53 51 67 782 72 85 59 50 50 208 668 440 72 56 46 47 52 60 49 48 46
leaf_count=127 72 240 55 46 65 72 53 51 67 782 72 85 59 50 50 208 668 440 72 56 46 47 52 60 49 48 46
internal_value=0 -1.2652e-06 4.60417e-05 0.000243317 0.000710189 -5.67581e-05 -0.000100361 -0.000484044 -6.76793e-05 -4.05274e-05 -0.000233882 2.81093e-05 6.87995e-06 0.000272529 -2.01509e-05 -2.10039e-06 -7.96692e-05 0.000116298 0.00011149 0.000271749 0.000548741 -4.67938e-05 -0.000265323 0 0.000123357 0.000292483 0.0005328
internal_weight=0 3666 1971 323 111 1695 1350 104 1246 1179 312 867 1648 155 1493 1443 876 567 345 174 118 171 124 212 152 97 96
internal_count=3738 3666 1971 323 111 1695 1350 104 1246 1179 312 867 1648 155 1493 1443 876 567 345 174 118 171 124 212 152 97 96
is_linear=0
shrinkage=0.0995203


Tree=7595
num_leaves=10
num_cat=0
split_feature=28 12 10 10 2 6 6 9 10
split_gain=0.0057839 0.00171694 0.00134463 0.00184382 0.00124482 0.00112527 0.00242364 0.00177394 0.000587908
threshold=0.083225000000000021 0.098385000000000028 0.091870000000000021 0.086165000000000019 -0.15544499999999997 -0.03764 -0.017084999999999999 0.11351500000000002 0.079095000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 7 -7 -6 -1
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=7.1408834202566025e-05 0.00091867216125562782 -0.00058020181957591085 0.00050456811617498104 -0.00046687846926052112 0.00010399786572224126 -0.00062811078741296478 -2.6793296735896731e-05 -0.00029205130642415698 0.00056155282983325365
leaf_weight=49 69 50 53 82 1268 69 1918 122 58
leaf_count=49 69 50 53 82 1268 69 1918 122 58
internal_value=0 -8.10332e-07 6.96833e-06 -1.97735e-07 1.05512e-05 0 -4.80865e-05 6.86478e-05 0.000344745
internal_weight=0 3669 3619 3566 3484 3377 1987 1390 107
internal_count=3738 3669 3619 3566 3484 3377 1987 1390 107
is_linear=0
shrinkage=0.0995203


Tree=7596
num_leaves=28
num_cat=0
split_feature=6 6 6 3 17 8 3 21 1 3 9 3 17 8 9 9 9 3 17 6 3 9 21 6 21 35 8
split_gain=0.00903242 0.0337181 0.00632012 0.00341285 0.0159222 0.0025429 0.00251278 0.00378395 0.00409294 0.00242378 0.00295675 0.00277936 0.00135882 0.00228667 0.00142812 0.00202207 0.00489289 0.00163182 0.00135217 0.00119928 0.00209756 0.00241469 0.00159561 0.00206945 0.00167743 0.00106413 0.00060714
threshold=-0.088444999999999982 -0.09007999999999998 -0.092434999999999989 0.082130000000000022 -0.0082649999999999998 0.10528000000000003 0.088745000000000032 0.086155000000000023 -0.0051399999999999996 0.092635000000000023 0.087765000000000024 0.099145000000000025 0.060860000000000011 -0.097249999999999989 0.083715000000000026 0.096830000000000013 0.094435000000000033 0.10134000000000003 0.052150000000000009 0.092120000000000021 0.089095000000000021 0.08895500000000002 -0.085204999999999989 -0.0097999999999999979 -0.079279999999999989 -0.011294999999999999 -0.080659999999999996
decision_type=2 2 2 2 2 2 2 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 25 6 7 26 -9 10 -8 -11 18 -14 -15 16 -16 -17 19 22 -21 -22 23 -5 -24 -2 -1
right_child=3 -3 -4 12 -6 -7 9 8 -10 11 -12 -13 13 14 15 17 -18 -19 -20 20 21 -23 24 -25 -26 -27 -28
leaf_value=-0.0001643783286946736 -0.00053445695119901798 -0.002763828890056403 -0.0010690563262189207 -0.00074996247732084633 0.0020147048356661222 -0.0007104340263636796 -3.1721001207848786e-05 -0.0001560093884503128 -0.0013788077373031809 -0.0005451968139915563 0.001062716405606412 9.0494587592250319e-05 0.00034783749600030342 0.00020614203688675649 -0.00022868807191166887 0.00053790182308475272 -0.0012853810558613517 -0.00020525252667868654 0.00055627855338689978 -0.00062204567525804739 0.00046913253113704405 -0.00016819362696834169 0.00068763673900273925 7.4696596426994074e-05 7.9987477995012134e-05 8.8964414897764945e-05 0.00026628609133958826
leaf_weight=64 47 53 73 52 47 63 46 59 53 84 49 357 86 71 285 47 52 76 50 69 77 249 47 68 1369 60 64
leaf_count=64 47 53 73 52 47 63 46 59 53 84 49 357 86 71 285 47 52 76 50 69 77 249 47 68 1369 60 64
internal_value=0 -0.000322478 -0.000179704 3.11781e-05 0.000486426 -0.000101347 -5.08427e-05 -0.000319075 -0.000741965 6.77339e-05 0.000524161 -2.87332e-05 3.87755e-06 -0.000124741 -0.00020282 -0.000267723 -0.000394168 7.20616e-05 4.43501e-05 3.06706e-05 -0.000123236 -1.51484e-05 7.07824e-05 -0.000275834 0.000100735 -0.000177224 4.45584e-05
internal_weight=0 965 912 2752 154 839 776 240 112 536 95 441 2598 617 531 460 337 123 1981 1931 395 326 1536 120 1416 107 128
internal_count=3717 965 912 2752 154 839 776 240 112 536 95 441 2598 617 531 460 337 123 1981 1931 395 326 1536 120 1416 107 128
is_linear=0
shrinkage=0.0995203


Tree=7597
num_leaves=24
num_cat=0
split_feature=6 6 6 18 17 9 3 8 3 6 18 8 9 18 6 4 4 18 17 4 3 9 3
split_gain=0.00734321 0.0273296 0.00511977 0.00283592 0.016476 0.00228047 0.00432001 0.0021493 0.002628 0.00134022 0.00162591 0.00449596 0.00347396 0.00170584 0.00158224 0.00102866 0.00352444 0.00149573 0.00173341 0.00143432 0.00102756 0.00211129 0.00119926
threshold=-0.088444999999999982 -0.09007999999999998 -0.092434999999999989 -0.090899999999999995 -0.0062099999999999994 0.11351500000000002 0.14940500000000004 1.0000000180025095e-35 0.088745000000000032 -0.086254999999999984 -0.022504999999999997 -0.085814999999999989 0.083995000000000028 -0.015440000000000001 0.11229000000000001 0.088435000000000027 0.10054500000000002 -0.093130000000000004 -0.083000000000000004 0.078385000000000024 0.088535000000000016 0.087695000000000009 0.089305000000000009
decision_type=2 2 2 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 15 6 7 8 -1 -5 11 -11 -13 -12 -14 17 -17 18 19 -2 21 -15 -22
right_child=3 -3 -4 9 -6 -7 -8 -9 -10 10 13 12 14 20 -16 16 -18 -19 -20 -21 22 -23 -24
leaf_value=-0.00033825930314592805 4.4494483374625162e-05 -0.0024887720367961436 -0.00096266358499927731 0.00044161676078467618 0.0017843082590768651 -0.00062371939512489484 0.00081679738880124897 -0.00060316983138184257 9.414186689860667e-05 -0.00095268724048923846 0.00044731985771496709 0.00069887707808170775 -6.6397875634560961e-05 -1.7556042595457864e-05 -0.0005061462677267112 -0.0008946868865536172 0.00023066403887859834 0.0006472991049922387 -0.00050720315130716766 0.00064184586616265857 0.00054296178269345118 -0.00051267522726625332 2.8827083105033797e-05
leaf_weight=205 288 53 73 59 60 73 54 77 430 66 86 51 383 440 105 46 67 47 48 47 48 107 804
leaf_count=205 288 53 73 59 60 73 54 77 430 66 86 51 383 440 105 46 67 47 48 47 48 107 804
internal_value=0 -0.000290723 -0.000162088 2.81344e-05 0.000218994 -9.1455e-05 -3.96613e-05 -0.000105767 -4.41631e-05 -2.50389e-05 -3.86041e-05 -0.000176246 -7.96531e-05 1.69211e-05 -0.000162693 4.4523e-05 -0.000220199 0.000115993 4.86565e-05 0.000130746 -8.95149e-06 -0.000115904 5.87533e-05
internal_weight=0 965 912 2752 603 839 766 712 635 2149 2090 605 539 1485 488 543 113 430 383 335 1399 547 852
internal_count=3717 965 912 2752 603 839 766 712 635 2149 2090 605 539 1485 488 543 113 430 383 335 1399 547 852
is_linear=0
shrinkage=0.0995203


Tree=7598
num_leaves=25
num_cat=0
split_feature=1 1 3 17 8 1 9 17 3 9 6 3 6 3 1 26 26 8 8 1 8 4 8 27
split_gain=0.00674261 0.0520556 0.00316931 0.0137487 0.00248616 0.00214344 0.00246444 0.00408605 0.00237922 0.00205891 0.00200091 0.00452846 0.00161835 0.00178889 0.0015253 0.00139889 0.00544082 0.00422838 0.00121959 0.00131657 0.00138157 0.00123432 0.000549293 0.000436112
threshold=0.058455000000000014 0.067120000000000027 0.082130000000000022 -0.013885 0.10649000000000002 0.0049450000000000015 0.09202500000000001 -0.053765 0.10486500000000003 -0.25326499999999996 -0.094839999999999994 0.08777500000000002 -0.088215000000000002 0.089395000000000016 -0.0012649999999999998 0.099855000000000013 0.096535000000000024 -0.073029999999999984 1.0000000180025095e-35 0.15756500000000004 -0.068904999999999994 0.10533000000000002 -0.083245 0.078745000000000023
decision_type=2 2 2 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 23 9 10 7 -7 -8 -3 11 -4 13 -12 22 16 -14 -17 19 20 -11 -21 -13 -1
right_child=1 4 5 -5 -6 6 8 -9 -10 18 12 14 15 -15 -16 17 -18 -19 -20 21 -22 -23 -24 -25
leaf_value=-0.00025317197761351375 -0.0027144065809716518 -0.00059276737978541385 -0.00091796591086372328 0.0019067409233807088 -0.00058209525083550875 0.0013024365705481364 -0.00059768583097272686 0.00013832314766772653 0.00031288083430428904 0.00010516911349439981 0.00073423768247691515 0 -2.76541136008078e-05 -1.9786313683578501e-06 0.00045319574130724409 0.00072262905027786328 -0.00093595030257218536 -4.6314118606456183e-05 0.00056638688741339222 0.00032030511989174427 -0.00060073956151106592 -2.2982540223588463e-05 -0.00046830613993255641 0.00012611006104686577
leaf_weight=77 80 48 80 46 73 48 48 84 69 49 60 47 1739 67 51 95 68 272 48 177 58 241 46 46
leaf_count=77 80 48 80 46 73 48 48 84 69 49 60 47 1739 67 51 95 68 272 48 177 58 241 46 46
internal_value=0 -0.00031042 1.94897e-05 0.00043797 -3.21234e-05 -5.71025e-06 0.000272509 0.000567839 -5.36883e-05 3.12089e-05 -3.34707e-05 -0.000317478 -5.46707e-06 0.000339394 1.04412e-05 -2.59896e-05 -6.22877e-05 0.000150501 8.49078e-05 3.93276e-05 -0.000269822 0.000120422 -0.000223557 -0.000104671
internal_weight=0 774 2943 169 694 2774 249 132 117 621 2525 224 2301 127 144 2174 1807 367 573 525 107 418 93 123
internal_count=3717 774 2943 169 694 2774 249 132 117 621 2525 224 2301 127 144 2174 1807 367 573 525 107 418 93 123
is_linear=0
shrinkage=0.0995203


Tree=7599
num_leaves=25
num_cat=0
split_feature=5 5 5 9 3 9 8 3 22 6 26 9 6 9 9 3 3 9 3 4 19 12 4 8
split_gain=0.00621178 0.0300774 0.00579981 0.011249 0.00366025 0.0121104 0.00256619 0.00109763 0.00168385 0.00172398 0.00452529 0.00125481 0.00355669 0.00301317 0.00107659 0.00101188 0.000992332 0.00193902 0.00116764 0.00107175 0.000882773 0.000805769 0.000609186 0.000505185
threshold=-0.11930499999999999 -0.14035499999999998 -0.1807 0.086885000000000032 0.082130000000000022 0.08006000000000002 0.10649000000000002 0.10089500000000003 0.093400000000000025 0.11690000000000002 0.09167500000000002 0.090695000000000012 0.10384500000000003 0.091405000000000028 -0.25326499999999996 0.14823500000000003 0.10583000000000002 0.097200000000000022 0.10726500000000001 0.081235000000000016 -1.0000000180025095e-35 -0.0071149999999999989 0.13528000000000004 0.068430000000000019
decision_type=2 2 2 2 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 21 14 8 9 11 -11 12 -6 -13 -1 22 17 19 -18 -9 -20 -2 -16 -22
right_child=4 -3 3 -5 7 -7 -8 16 -10 10 -12 13 -14 -15 15 -17 18 -19 20 -21 23 -23 -24 -25
leaf_value=-0.00041567244188531042 0.00020444097898717704 -0.0027642189868474229 -0.001964788747778968 0.00012777910674832341 -1.7180412508480951e-05 0.0018452945999882662 -0.00062663320342359755 0.00093836651629436885 -0.00048580651381154786 0.00023871391834891941 -0.0011457413345414091 0.0009031451644456182 -0.00082145667196959924 5.1955986798273567e-05 8.1963047473795865e-05 0.00053205292717573721 -0.00044349997605534248 -0.00011716013143330717 0.00043207581936097374 0.00025999185640514461 8.1893045297670234e-05 -0.00035207185903652363 -0.0002713765645608624 -0.00015934404977044982
leaf_weight=46 46 46 47 54 1290 46 63 47 82 46 46 46 57 424 416 46 46 61 62 54 430 56 54 106
leaf_count=46 46 46 47 54 1290 46 63 47 82 46 46 46 57 424 416 46 46 61 62 54 430 56 54 106
internal_value=0 -0.000295466 -0.000137916 -0.000837885 2.14968e-05 0.000503864 -2.34914e-05 -3.73445e-06 -4.36822e-05 -2.42621e-05 -0.000444616 -2.52786e-06 -5.18221e-05 0.000137006 4.2664e-05 8.511e-05 9.39297e-05 0.00031479 3.71003e-05 0.000583777 7.54386e-05 -9.30698e-05 3.96248e-05 3.26584e-05
internal_weight=0 772 726 101 2945 148 625 2797 1991 1909 92 1817 1347 470 562 516 806 162 644 101 598 102 470 536
internal_count=3717 772 726 101 2945 148 625 2797 1991 1909 92 1817 1347 470 562 516 806 162 644 101 598 102 470 536
is_linear=0
shrinkage=0.0995203


Tree=7600
num_leaves=22
num_cat=0
split_feature=8 6 6 0 8 23 6 11 10 4 0 0 2 27 6 8 21 21 17 5 8
split_gain=0.00251451 0.00450271 0.0118254 0.00181822 0.00172324 0.00164603 0.00160237 0.00101964 0.00101097 0.00266171 0.000993504 0.00335338 0.00346056 0.00161145 0.00143612 0.00426714 0.00226475 0.000880025 0.00076163 0.00211478 0.000888315
threshold=-0.089594999999999994 0.08481000000000001 0.086875000000000022 -0.084834999999999994 -0.088634999999999992 0.086085000000000023 0.089315000000000019 -0.0074899999999999993 0.086165000000000019 0.10543500000000001 -0.082794999999999994 -0.081909999999999997 -0.082594999999999988 0.10530500000000002 -0.0048649999999999995 -0.081534999999999982 -0.076335 -0.072824999999999987 0.12088500000000003 -0.46834999999999999 -0.092844999999999997
decision_type=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 -2 8 -4 -1 10 -10 14 12 -12 -13 16 -16 -6 -9 19 -19 -21
right_child=4 2 3 -5 5 -7 -8 17 9 -11 11 13 -14 -15 15 -17 -18 18 -20 20 -22
leaf_value=-0.00033165832236198512 0.00060993526799426765 -0.0018991301211080767 -0.00078529168976836517 0.00025310120705773542 0.00045298269820770535 0.00060793928694886684 -9.4696103863652409e-05 -0.00033799281452770327 -0.00083380539046754899 0.0002158886134593634 0.00016711417791041115 7.4336428225794032e-05 0.0012819099405094439 -0.00046452829140801986 8.5762298010317361e-05 -0.00060081691081653071 -1.8386501316370303e-05 0.0007867245949633319 -0.00014795580252720668 5.0778146164151673e-07 0.0004746570480889314
leaf_weight=73 54 48 56 68 117 50 90 47 46 48 74 1338 46 57 221 149 718 49 86 255 47
leaf_count=73 54 48 56 68 117 50 90 47 46 48 74 1338 46 57 221 149 718 49 86 255 47
internal_value=0 -0.000145419 -0.000485745 -0.000164898 5.18659e-05 4.10578e-05 -0.000365189 1.31927e-05 3.06943e-05 -0.000289083 4.20464e-05 9.58e-05 0.000601275 5.17315e-05 -2.48566e-05 -0.000188513 4.66813e-05 6.68968e-05 0.000112317 0.000178419 7.701e-05
internal_weight=0 819 262 214 2918 2864 146 557 2814 94 2720 1515 120 1395 1205 370 835 484 437 351 302
internal_count=3737 819 262 214 2918 2864 146 557 2814 94 2720 1515 120 1395 1205 370 835 484 437 351 302
is_linear=0
shrinkage=0.0995203


Tree=7601
num_leaves=27
num_cat=0
split_feature=18 18 1 1 3 2 2 2 17 17 6 18 3 3 3 26 21 6 18 2 2 1 17 1 20 3
split_gain=0.00162928 0.0120878 0.00202601 0.00342306 0.00275707 0.00216037 0.0054201 0.00241525 0.00203016 0.00236198 0.00187281 0.00161632 0.0016834 0.00263775 0.00210341 0.00238821 0.00163236 0.00203746 0.0016048 0.00148361 0.00371734 0.00146023 0.00212953 0.00130834 0.000819559 0.000537619
threshold=0.088735000000000022 0.090025000000000022 -0.049499999999999995 -0.072005 0.095490000000000019 -0.080644999999999994 -0.082294999999999993 -0.077354999999999993 -0.05543 0.0065250000000000013 -0.085609999999999992 0.087065000000000017 0.10556500000000002 0.10057000000000002 0.10669500000000003 0.12396500000000002 0.094920000000000018 -0.045589999999999999 0.12317000000000002 0.097285000000000024 0.08666500000000002 -0.49056499999999997 -0.53299999999999992 -0.17548999999999998 0.0057800000000000013 0.10089500000000003
decision_type=2 2 2 2 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 -2 3 4 5 6 -3 -7 10 -10 -4 12 13 19 -14 21 17 -15 -6 20 23 -16 -23 -1 25 -11
right_child=1 2 8 -5 18 7 -8 -9 9 24 -12 -13 14 16 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=-0.00039400217257331118 -0.0016482490755656606 -0.00039060707120811195 0.00013998364447632001 -0.0009241926117451399 0.00076078696295992139 -0.00076098504219092528 0.00093430781973674213 3.026472991685321e-05 -0.00057256873719880653 0.00052274754097588047 0.0010099182038250645 0.00059919400776010272 -0.00074452837554151981 -0.00023890923545892478 0.000532364469046384 -0.00066201493877162147 0.00094632435762814131 0.00061815898986120033 8.5755340956316164e-06 -0.00034806594149667223 0.00091401432069469226 -0.00068184865279489494 1.3074504692372696e-05 5.9720966805215812e-05 -0.00015611089763059986 6.9901051435014078e-05
leaf_weight=65 48 87 58 51 52 102 47 58 54 65 46 51 46 47 48 58 50 63 66 89 50 47 593 1699 46 51
leaf_count=65 48 87 58 51 52 102 47 58 54 65 46 51 46 47 48 58 50 63 66 89 50 47 593 1699 46 51
internal_value=0 -0.000115022 -1.99857e-05 -0.000154007 -5.66812e-05 -0.000221486 6.79929e-05 -0.000469041 0.000171368 0 0.000532634 4.294e-05 3.27167e-05 8.02764e-05 -9.01331e-05 -4.86843e-05 0.000468947 0.000244515 0.000346996 4.71676e-05 6.70102e-05 1.83108e-06 -3.66799e-05 4.25381e-05 0.000187423 0.000330708
internal_weight=0 831 783 463 412 294 134 160 320 216 104 2906 2855 2063 792 746 160 110 118 1903 1814 688 640 1764 162 116
internal_count=3737 831 783 463 412 294 134 160 320 216 104 2906 2855 2063 792 746 160 110 118 1903 1814 688 640 1764 162 116
is_linear=0
shrinkage=0.0995203


Tree=7602
num_leaves=26
num_cat=0
split_feature=8 8 23 5 4 8 18 18 9 20 20 9 2 2 26 2 3 17 17 26 4 3 9 5 18
split_gain=0.00186007 0.010841 0.00128429 0.000916586 0.00190797 0.00132868 0.00125259 0.00649581 0.0027671 0.00232655 0.00267348 0.00227824 0.00121807 0.00255331 0.00276242 0.00169211 0.000610421 0.00135486 0.000925371 0.00089283 0.00141275 0.00073558 0.00117723 0.000645538 0.00052052
threshold=-0.091754999999999989 -0.092844999999999997 0.086085000000000023 -0.0087549999999999989 0.10777500000000002 0.11446000000000002 -0.011569999999999999 -0.025879999999999997 0.083925000000000013 -0.048779999999999997 -0.076909999999999992 0.11351500000000002 0.097285000000000024 -0.072895000000000001 0.11326500000000002 -0.076254999999999989 0.093835000000000016 0.12439000000000001 0.059130000000000009 0.056820000000000016 0.12498500000000003 0.089095000000000021 0.086555000000000021 -0.15490499999999999 -0.0010249999999999999
decision_type=2 2 2 2 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 5 12 6 7 8 -2 10 -8 -11 13 15 -15 -5 17 21 19 20 -18 22 24 -20 -1
right_child=2 -3 -4 4 -6 -7 9 -9 -10 11 -12 -13 -14 14 -16 -17 18 -19 23 -21 -22 -23 -24 -25 -26
leaf_value=-0.00021650116655595798 -0.00056537993250340758 -0.00152268423821759 0.00054161139354405433 -1.0383055767846149e-05 -0.00046915085663016876 0.00048098918072370746 3.955014263157336e-05 0.00096298604368957646 0.00014902583283184901 -4.2527274203733796e-05 0.00062415158473629886 -0.00068821744371727785 -0.00039141811719794599 0.00051164053905708906 -0.00020875220150424009 -0.00053109512993160322 -0.00014484088799035136 -0.00056235503557037028 0.00052891563231073201 -0.00029075108938428264 0.0005094823180591449 0.0003310314208966659 -0.00047040753839188901 1.5594069121555319e-05 0.00019091258156485896
leaf_weight=46 67 52 50 850 91 79 280 89 270 712 109 59 73 184 72 67 80 58 59 90 54 46 62 47 91
leaf_count=46 67 52 50 850 91 79 280 89 270 712 109 59 73 184 72 67 80 58 59 90 54 46 62 47 91
internal_value=0 -0.000141057 4.03547e-05 3.17333e-05 -2.91843e-05 8.1142e-05 6.07091e-05 0.000206719 4.56342e-06 6.38249e-06 0.000205463 -9.29999e-05 2.29107e-06 2.74909e-05 0.000305832 -4.93213e-05 -2.62649e-05 -0.000129176 6.57459e-05 -4.57269e-05 0.000112733 -2.32866e-05 -0.000109303 0.000309034 4.81413e-05
internal_weight=0 685 3052 3002 1337 1665 1586 426 337 1160 389 771 1246 1173 256 917 633 303 330 224 134 245 199 106 137
internal_count=3737 685 3052 3002 1337 1665 1586 426 337 1160 389 771 1246 1173 256 917 633 303 330 224 134 245 199 106 137
is_linear=0
shrinkage=0.0995203


Tree=7603
num_leaves=26
num_cat=0
split_feature=28 1 5 1 18 5 5 26 1 0 26 0 5 1 3 21 21 26 26 20 20 3 3 9 3
split_gain=0.00161452 0.00164975 0.00590832 0.00175692 0.00202773 0.00256746 0.00167434 0.00385698 0.00387356 0.00176855 0.00183058 0.00181029 0.00145828 0.0014524 0.00111714 0.00279877 0.00246438 0.00235878 0.00314537 0.00228277 0.00164622 0.00378434 0.00333485 0.000972143 0.000780215
threshold=0.083225000000000021 -0.077634999999999996 -0.09583499999999999 -0.082489999999999994 0.087810000000000013 -0.039649999999999998 -0.010424999999999999 0.087865000000000013 -0.08616 -0.083694999999999992 0.085855000000000029 -0.081909999999999997 -0.082635 -0.076329999999999995 0.10850000000000003 0.15442000000000003 0.12094000000000002 0.11724000000000002 0.097125000000000031 -0.037429999999999998 -0.077044999999999988 0.11462500000000002 0.11404500000000002 0.083835000000000021 0.090995000000000006
decision_type=2 2 2 2 2 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 -5 7 23 -9 10 -8 -11 -6 -3 16 20 17 18 -15 -19 21 -16 -22 -4 -14
right_child=-2 13 3 4 12 -7 9 8 -10 11 -12 -13 24 14 15 -17 -18 19 -20 -21 22 -23 -24 -25 -26
leaf_value=-0.0009430217212100994 -0.00048134932439013813 0.00062163328597410682 0.00014184618442424738 0.0005316033694115484 -0.00078786020092810384 -0.00035902002550068765 7.3119778299301366e-05 4.9495562253910239e-05 0.001218989092550484 0.00052766342165354383 -0.00064764554031058021 -1.5666851707900776e-05 -0.0004733072070658868 7.076626828057841e-05 0.0009081837616965367 -0.00078905395769726802 0.00074661196961003159 9.7390991157442322e-05 0.00067776843993757252 -0.00085538833028596948 -0.00063534781444203733 -4.1972367570437606e-05 3.0610927212047979e-05 -0.00044046687799475257 9.154247711070908e-05
leaf_weight=73 66 46 57 61 76 67 57 54 62 68 83 548 47 1299 60 47 57 46 91 51 91 130 400 54 46
leaf_count=73 66 46 57 61 76 67 57 54 62 68 83 548 47 1299 60 47 57 46 91 51 91 130 400 54 46
internal_value=0 1.51195e-05 -7.19153e-05 -2.15954e-05 -0.000234136 5.90222e-05 4.17881e-05 0.000279158 0.000681627 -2.84027e-05 -0.000348344 4.29823e-05 -0.000461017 6.62742e-05 5.46698e-05 -4.61857e-05 0.000102754 7.75226e-05 0.000111094 -0.000395116 3.88212e-06 0.000253769 -9.1148e-05 -0.000134066 -0.000185117
internal_weight=0 3671 1353 1280 297 128 983 227 116 756 140 616 169 2318 2272 728 1544 1487 1390 97 681 190 491 111 93
internal_count=3737 3671 1353 1280 297 128 983 227 116 756 140 616 169 2318 2272 728 1544 1487 1390 97 681 190 491 111 93
is_linear=0
shrinkage=0.0995203


Tree=7604
num_leaves=26
num_cat=0
split_feature=2 2 2 5 18 18 18 17 18 17 26 3 18 17 21 18 2 26 2 5 9 5 9 26 26
split_gain=0.0034018 0.0270195 0.0187647 0.00263606 0.00186713 0.00541716 0.00281621 0.00152394 0.00201207 0.00292624 0.00270307 0.00244402 0.00378931 0.00124814 0.00252232 0.00398519 0.00205653 0.00117372 0.00104784 0.00103976 0.0010362 0.00552682 0.00524669 0.000980692 0.000798702
threshold=-0.081055000000000002 -0.080604999999999996 -0.081344999999999987 0.63223000000000018 0.086800000000000016 0.090795000000000028 0.098840000000000025 0.24923500000000007 -0.069565000000000002 0.51326500000000019 0.089795000000000028 0.094685000000000033 0.11207000000000002 0.0065250000000000013 -0.015724999999999999 -0.011569999999999999 -0.081864999999999993 -0.22971 -0.082294999999999993 -0.067969999999999989 0.11351500000000002 -0.097345000000000001 0.10706000000000003 0.11991000000000003 0.11991000000000003
decision_type=2 2 2 2 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 13 -6 -7 17 -9 11 -11 -10 -13 16 -15 -16 18 -3 -1 -8 22 -22 23 -19 -23
right_child=1 7 -4 -5 5 6 19 8 9 10 -12 12 -14 14 15 -17 -18 20 -20 -21 21 24 -24 -25 -26
leaf_value=-7.6692607435329823e-05 -0.0018796438254844033 0.00037312468688262626 0.0019843737592953738 0.0007801135311107445 0.0010382771497727691 -0.00064393821171711274 0.00049782680585798498 0.0006689285687677246 -0.00012952776254205117 0.00010745142974658386 -0.00093231794060042675 0.001275771634780147 1.4152897535899815e-05 -0.00025754692987137287 0.00092963730161815523 -8.0515547107885659e-05 0.00051689522307666322 -5.0318769879306026e-05 -0.00053854989222245199 -4.0449928711050268e-05 -0.00114564912682169 -0.0001816742523448351 0.000968748660320883 -0.00033758925782747162 0.00034305799525476252
leaf_weight=996 80 61 51 47 67 50 70 67 70 51 46 47 50 81 77 75 56 1235 52 67 53 55 49 132 58
leaf_count=996 80 61 51 47 67 50 70 67 70 51 46 47 50 81 77 75 56 1235 52 67 53 55 49 132 58
internal_value=0 -8.65772e-05 0.000104081 4.50375e-05 2.28079e-05 0.00027042 -3.16515e-07 -1.34951e-05 0.000180762 5.37704e-05 -0.000377196 0.000308994 0.000633892 -2.36206e-05 0.000184742 0.000425821 -6.83372e-05 -5.31286e-05 -0.00010039 0.000228607 -7.00819e-05 -0.000306109 -4.18339e-05 -7.8657e-05 8.04129e-05
internal_weight=0 2054 1689 1638 1591 254 187 1974 331 264 97 167 97 1337 233 152 1104 1643 1048 137 1582 166 1416 1367 113
internal_count=3743 2054 1689 1638 1591 254 187 1974 331 264 97 167 97 1337 233 152 1104 1643 1048 137 1582 166 1416 1367 113
is_linear=0
shrinkage=0.0995203


Tree=7605
num_leaves=24
num_cat=0
split_feature=17 5 17 17 5 9 18 0 6 1 5 5 6 5 18 18 17 5 6 17 4 4 4
split_gain=0.00285775 0.0316097 0.025516 0.00235946 0.00214291 0.00175116 0.00143176 0.00259309 0.00498073 0.00386946 0.00146569 0.00180699 0.00469444 0.00255552 0.00104627 0.00387877 0.00211386 0.00194359 0.00504578 0.00186758 0.00117581 0.0035542 0.00252195
threshold=-0.0082649999999999998 -0.10894 -0.0065549999999999992 -0.00265 0.6362850000000001 0.085525000000000032 -0.069565000000000002 -0.082794999999999994 -0.0093650000000000001 -0.07002499999999999 0.054660000000000007 -0.018754999999999997 0.088565000000000019 -0.037239999999999995 0.089505000000000015 0.091330000000000008 -0.032404999999999996 -0.067969999999999989 -0.011749999999999998 -0.05543 0.10386500000000003 0.10876500000000001 0.09939000000000002
decision_type=2 2 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 14 -4 7 8 -5 -9 11 13 -13 -8 17 -16 19 18 -3 -17 22 -22 -19
right_child=2 4 3 6 -6 -7 10 9 -10 -11 -12 12 -14 -15 15 16 -18 20 -20 -21 21 -23 -24
leaf_value=-0.0025053484833241972 0.0022620283317618972 0.00014949463273780328 -0.0008892724298368602 0.0006202784707628028 0.00064530341443906842 -1.6597025069262466e-05 3.7082687170209036e-05 2.4615030402483822e-05 -0.000730210140440185 0.0011790499738297869 -0.00042454815667741688 -0.00010203592492856727 0.0011701293906923481 -0.00060368835933280668 0.00092119464442775288 2.5235231962401721e-05 0.00060370171464894484 -4.0536293682503026e-05 -0.0012632685207793013 -0.00058530757084120869 -0.00088980572553425672 0.00014600862857822432 0.00066721861166915014
leaf_weight=52 52 53 47 53 47 48 1189 59 55 59 71 69 48 65 51 191 46 1194 46 66 60 70 52
leaf_count=52 52 53 47 53 47 48 1189 59 55 59 71 69 48 65 51 191 46 1194 46 66 60 70 52
internal_value=0 -8.4861e-05 8.91341e-05 2.45798e-05 -1.73322e-05 -0.000456959 5.24963e-05 0.000285611 -5.98905e-05 0.00060877 1.53933e-05 3.87737e-05 0.000412882 3.21604e-06 -3.48076e-05 0.000117965 -1.45308e-05 -7.2028e-05 -0.000498672 -0.000128373 -4.0737e-05 -0.000325763 -1.03421e-05
internal_weight=0 1928 1815 1763 1876 95 1668 226 108 118 1442 1371 117 1254 1829 354 303 1475 99 257 1376 130 1246
internal_count=3743 1928 1815 1763 1876 95 1668 226 108 118 1442 1371 117 1254 1829 354 303 1475 99 257 1376 130 1246
is_linear=0
shrinkage=0.0995203


Tree=7606
num_leaves=25
num_cat=0
split_feature=2 2 2 5 5 21 21 26 26 1 5 5 17 1 17 3 1 1 5 26 26 17 4 6
split_gain=0.00289562 0.0219342 0.0152145 0.00192483 0.00157987 0.00190673 0.00313798 0.00190102 0.0016536 0.00114791 0.00920279 0.00571349 0.00232447 0.00180512 0.00110583 0.00127863 0.00187713 0.0048997 0.00211514 0.00152837 0.000969606 0.000932352 0.000952169 0.00160805
threshold=-0.081055000000000002 -0.080604999999999996 -0.081344999999999987 0.63223000000000018 -0.011964999999999998 -0.032929999999999994 -0.014264999999999998 0.088875000000000023 0.084785000000000013 -0.083284999999999984 -0.0078499999999999976 -0.0096449999999999991 -0.014289999999999999 -0.085739999999999997 0.24923500000000007 0.11275500000000002 -0.06551499999999999 -0.073104999999999989 -0.045014999999999993 0.088825000000000029 -0.22971 0.12374500000000002 0.15116500000000005 -0.47103
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 8 -7 -8 -1 11 -11 -6 -12 -13 20 16 17 -16 19 -18 -3 22 23 -22
right_child=1 14 -4 -5 9 6 7 -9 -10 10 12 13 -14 -15 15 -17 18 -19 -20 -21 21 -23 -24 -25
leaf_value=-0.00062546405520827128 -0.0016953363606696311 0.00033955001902472465 0.0017892958804817903 0.00067124019513990546 -0.0011052828632616167 0.00089570396021743028 9.1041230025058161e-07 0.00038847938396124377 0.00012315740051518163 0.0013028574349040845 -1.6697811409883744e-05 -0.00011450080202882017 -0.0007792580949597624 0.00054333377377152896 -0.0002569520727069331 0.0005820030383363161 -0.00025984671886319048 0.0010941639050889634 -0.00060178976322937915 0.00049131204858438775 0.00042532272605669638 -0.00038109730895933078 -0.00046776889228190751 -5.3329794285716067e-05
leaf_weight=57 80 61 51 47 57 58 402 185 57 51 240 390 48 46 54 57 51 51 63 55 73 87 51 1371
leaf_count=57 80 61 51 47 57 58 402 185 57 51 240 390 48 46 54 57 51 51 63 55 73 87 51 1371
internal_value=0 -7.97726e-05 9.61306e-05 4.29132e-05 2.38371e-05 0.000128052 0.000195074 0.000124452 -0.000243973 -7.02498e-05 6.90166e-05 -0.000167674 -0.000146634 -4.32186e-05 -1.38842e-05 0.00015148 5.89304e-05 0.000391508 -0.000142857 0.000122183 -4.76967e-05 -6.3146e-05 -4.40955e-05 -2.85651e-05
internal_weight=0 2054 1689 1638 1591 759 645 587 114 832 339 493 288 436 1974 331 274 105 169 106 1643 1582 1495 1444
internal_count=3743 2054 1689 1638 1591 759 645 587 114 832 339 493 288 436 1974 331 274 105 169 106 1643 1582 1495 1444
is_linear=0
shrinkage=0.0995203


Tree=7607
num_leaves=26
num_cat=0
split_feature=18 18 0 0 26 27 9 26 4 3 9 3 3 0 0 5 26 5 5 3 0 5 5 17 9
split_gain=0.00274816 0.0155836 0.00255048 0.0344513 0.00130385 0.00205878 0.001337 0.00507466 0.00159836 0.00104586 0.00235167 0.00172585 0.00135881 0.000875819 0.00214841 0.00152131 0.00077849 0.000777499 0.00280441 0.00162174 0.00151691 0.00308719 0.00112999 0.00108639 0.00046495
threshold=0.081485000000000016 0.085685000000000025 -0.087965000000000002 -0.088694999999999982 -0.23202999999999999 0.10153000000000002 0.11408000000000003 0.12336000000000003 0.12205500000000002 0.086285000000000014 0.085335000000000022 0.087385000000000032 0.088185000000000027 -0.069569999999999993 -0.072274999999999992 -0.073669999999999999 -0.16205499999999998 -0.072535000000000002 -0.019465 0.091975000000000015 -0.1021 -0.27157999999999999 -0.41880499999999998 -0.0073949999999999997 0.083235000000000017
decision_type=2 2 2 2 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 16 -4 6 7 8 -6 10 24 -11 -13 14 -14 -15 -1 20 19 -19 22 -22 -18 -20 -3
right_child=1 9 4 -5 5 -7 -8 -9 -10 11 -12 12 13 15 -16 -17 17 18 23 -21 21 -23 -24 -25 -26
leaf_value=0.00034340440270477795 0.0018922659480723652 -0.00024363490354620753 -0.00045749301364206638 -0.0026241917069140309 2.5718435717872979e-05 0.00062805279081095376 -0.00039603716992560274 0.0010637673111038217 -0.00044502900355155813 -0.0005282168920271496 0.00075718708247867969 0.00053548489499637359 0 0.00060030073306408308 -0.00071117774826791867 7.2077115484901081e-06 1.3923863247070991e-05 -0.00092815193891542132 0.00010338187251601738 -0.00013496560457342552 -0.00017224135076641776 0.00080086227653708853 -0.00040012440998720908 -0.00042428154717505075 0.00019060272568064692
leaf_weight=50 48 48 55 54 1494 56 75 46 75 56 63 52 387 59 47 167 278 62 216 48 62 65 84 47 49
leaf_count=50 48 48 55 54 1494 56 75 46 75 56 63 52 387 59 47 167 278 62 216 48 62 65 84 47 49
internal_value=0 0.000143246 -5.09817e-05 -0.000181524 1.85824e-05 3.40479e-05 1.38805e-05 3.34238e-05 2.6944e-06 5.18968e-05 0.000283424 2.59595e-06 4.54951e-05 5.64943e-06 -7.57899e-05 0.000165664 -3.59944e-05 -5.8951e-05 -0.000167435 -0.000589477 2.21244e-05 0.000319358 -7.98923e-05 5.9719e-06 -1.58383e-05
internal_weight=0 976 2767 966 1801 1746 1690 1615 1569 928 160 768 712 660 434 226 912 862 373 110 489 127 362 263 97
internal_count=3743 976 2767 966 1801 1746 1690 1615 1569 928 160 768 712 660 434 226 912 862 373 110 489 127 362 263 97
is_linear=0
shrinkage=0.0995203


Tree=7608
num_leaves=31
num_cat=0
split_feature=0 0 0 9 26 26 9 2 0 9 0 0 2 3 2 8 1 20 1 4 3 20 2 3 2 26 1 6 0 6
split_gain=0.00206305 0.00109365 0.00264816 0.00901635 0.0022719 0.00130084 0.00201274 0.00232576 0.00229351 0.00342538 0.00296032 0.00113188 0.00219846 0.00152067 0.00195437 0.00127506 0.00107618 0.002025 0.0029512 0.00171424 0.00166677 0.00448839 0.00123816 0.00107004 0.00237458 0.00579786 0.00246399 0.00134796 0.00473728 0.00314044
threshold=-0.26289499999999993 -0.08176499999999999 -0.082794999999999994 0.08938500000000002 0.086760000000000018 0.08598500000000002 0.083995000000000028 -0.085374999999999993 -0.087184999999999999 0.087495000000000031 -0.086304999999999993 -0.080884999999999999 -0.08569499999999998 0.086285000000000014 -0.097754999999999995 -0.013304999999999999 0.018150000000000003 -0.081254999999999994 -0.00080499999999999994 0.086380000000000026 0.096385000000000012 -0.0084199999999999987 0.13398000000000002 0.092200000000000018 -0.082954999999999987 0.089625000000000024 -0.080349999999999991 0.11816500000000002 -0.072039999999999979 0.10877500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 7 -7 9 -8 -10 12 -3 14 -13 -16 17 19 -19 -2 21 -18 -22 24 25 -15 -26 29 -29 -25
right_child=1 11 3 -5 -6 6 8 -9 10 -11 -12 13 -14 23 15 -17 20 18 -20 -21 22 -23 -24 27 26 -27 -28 28 -30 -31
leaf_value=-0.00064378613083246924 9.6127177807337494e-05 0.00017266401027919029 0.00039486856831947128 0.00162088266056635 -0.00055393367197804758 -0.0009139306269204978 0.0006517545759570602 2.7310565850827821e-05 -0.00085241083063096717 -1.4715324289476144e-05 -4.4850619813320737e-05 0.00075047066755497586 -0.0007147322092476917 -6.2583031099801859e-05 0.00034228851651450684 -0.00023410944549164624 -0.00086818516856983284 0.00019411291194338748 0.00086953930207255762 -0.00054066508515751262 0.00032287670552449152 0.0002380769404229268 -0.00016449534307426679 -8.0246204177257082e-06 0.0003914741571598981 -0.0014265856353774203 -0.00050674628620558124 -0.0010616250044463086 0.00011721844463883061 0.00071843785683024179
leaf_weight=46 212 46 53 47 47 54 107 47 55 259 261 55 65 98 76 75 69 353 80 52 144 75 78 885 87 46 46 51 97 63
leaf_count=46 212 46 53 47 47 54 107 47 55 259 261 55 65 98 76 75 69 353 80 52 144 75 78 885 87 46 46 51 97 63
internal_value=0 2.63602e-05 7.64214e-05 0.000483501 -4.28823e-05 4.35615e-05 -5.30645e-05 -0.000467822 7.15832e-06 0.00017789 -0.000187998 -3.2192e-05 -0.000339607 -1.0063e-05 0.000241416 5.05768e-05 0.000115506 0.000188189 0.000320794 -2.62008e-05 -2.06743e-05 -0.000286322 0.00014795 -4.83902e-05 -0.000223202 -0.000503991 7.46563e-05 -3.46193e-06 -0.000283474 3.93895e-05
internal_weight=0 3683 1993 147 100 1846 783 101 682 366 316 1690 111 1579 206 151 1063 697 433 264 366 144 222 1373 277 144 133 1096 148 948
internal_count=3729 3683 1993 147 100 1846 783 101 682 366 316 1690 111 1579 206 151 1063 697 433 264 366 144 222 1373 277 144 133 1096 148 948
is_linear=0
shrinkage=0.0995203


Tree=7609
num_leaves=25
num_cat=0
split_feature=8 2 8 2 2 8 21 21 5 17 5 2 3 26 3 20 8 8 9 9 18 6 6 18
split_gain=0.000973253 0.00180216 0.0016485 0.00141843 0.00271086 0.00307413 0.00132663 0.00109752 0.00138267 0.0052908 0.00419869 0.00103625 0.00129481 0.00173097 0.00154803 0.00100205 0.00351459 0.000872958 0.00301217 0.00223048 0.00126056 0.00106158 0.00182427 0.000799929
threshold=-0.078844999999999985 0.11995000000000003 -0.077604999999999993 -0.081055000000000002 -0.080644999999999994 -0.080724999999999991 -0.079279999999999989 -0.013044999999999999 0.054660000000000007 0.50644500000000015 0.073820000000000011 -0.080069999999999988 0.089810000000000015 0.090020000000000031 0.091545000000000029 -0.085204999999999989 -0.086304999999999993 -0.086914999999999992 0.084155000000000021 0.084565000000000015 -0.007069999999999999 0.089985000000000023 0.087455000000000019 -0.020999999999999998
decision_type=2 2 2 2 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 15 -5 11 -4 -8 9 -9 -10 -6 13 -13 -14 16 -1 21 -19 -20 -21 22 23 -17
right_child=1 -3 6 4 5 -7 7 8 10 -11 -12 12 14 -15 -16 17 -18 18 19 20 -22 -23 -24 -25
leaf_value=-0.00023437230922793704 -0.00045139605742425357 -0.00047295334789176961 0.00040119699327515992 0.00079548560790893583 -0.00033821568939756513 0.00082214549948048576 -0.00046584594939748673 2.0465506534159812e-05 -0.00086497116135151458 0.0010642097442516085 -1.9166570670021047e-05 0.00012680197719769061 -0.00053648062263263814 0.00081766069612612268 6.2993307178138745e-05 0.00036514686133961118 0.00078430758368271017 -0.00066284782866861348 0.00057770266370601997 -3.4537344677439617e-05 -0.00056220341150176511 -0.00032926300814084953 0.00064869366461780848 -5.7181042106274264e-05
leaf_weight=70 81 89 81 62 60 56 51 884 66 51 507 142 47 50 459 55 63 89 53 321 53 58 56 225
leaf_count=70 81 89 81 62 60 56 51 884 66 51 507 142 47 50 459 55 63 89 53 321 53 58 56 225
internal_value=0 -3.60084e-05 -1.29364e-05 6.55807e-05 0.00015901 0.000109526 8.22003e-06 -1.16725e-05 3.14459e-06 7.82726e-05 -0.000118018 5.57986e-05 9.08408e-05 0.000310977 5.69306e-06 -1.21043e-05 0.000242005 -5.01431e-05 -0.000135808 -2.40399e-05 -0.000111502 5.99704e-05 0.000129596 2.28526e-05
internal_weight=0 1810 1721 1919 876 814 1640 1559 1508 935 573 758 698 192 506 1043 133 910 516 427 374 394 336 280
internal_count=3729 1810 1721 1919 876 814 1640 1559 1508 935 573 758 698 192 506 1043 133 910 516 427 374 394 336 280
is_linear=0
shrinkage=0.0995203


Tree=7610
num_leaves=21
num_cat=0
split_feature=6 1 3 8 9 29 26 26 3 17 6 3 3 17 2 3 1 26 2 5
split_gain=0.000900615 0.0011433 0.00110636 0.00109699 0.0013128 0.00128119 0.00203604 0.00264195 0.00152917 0.00088309 0.00289726 0.00247671 0.00500957 0.00105913 0.00098761 0.00201607 0.00168212 0.00103643 0.000872973 0.000791382
threshold=-0.087954999999999992 0.40359500000000009 0.13640000000000005 0.068430000000000019 0.10892000000000003 -0.08294 -0.01278 -0.084599999999999995 0.090765000000000026 0.41435500000000008 0.11816500000000002 0.10174000000000002 0.095135000000000011 0.40057000000000009 0.096520000000000022 0.09742000000000002 0.0047600000000000012 -0.22491999999999998 -0.087075 -0.46834999999999999
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 9 3 4 5 -1 7 -7 -8 13 11 12 -11 14 17 -16 -17 -2 -19 -4
right_child=1 -3 19 -5 -6 6 8 -9 -10 10 -12 -13 -14 -15 15 16 -18 18 -20 -21
leaf_value=-0.00035173256255697035 -0.00035030844143132305 -0.00047717773126684722 -0.00049578422357619823 0.00053093718853384488 -0.0003652210378112584 9.5215029089290827e-06 0.00025714983042188341 0.0008952690921993833 -7.3524488273254615e-05 -0.0003062717170401472 -0.00089964934559701095 -0.00053847166032617731 0.0010498624372854292 0.00045530565365036477 0.0007109584637789685 -0.00015189214831991322 0.00054670569996431067 0.00010634464233802229 -4.2194096523673694e-05 7.6504472563743029e-08
leaf_weight=48 90 52 47 66 54 61 269 79 280 62 46 57 47 52 57 131 46 521 1575 89
leaf_count=48 90 52 47 66 54 61 269 79 280 62 46 57 47 52 57 131 46 521 1575 89
internal_value=0 -1.47956e-05 9.57052e-05 0.000138075 0.00010426 0.00013977 0.000175199 0.000515184 8.70088e-05 -5.53235e-06 -0.000200664 -2.03727e-06 0.000270973 1.08711e-05 9.82947e-07 0.000195621 2.50394e-05 -1.94775e-05 -4.88145e-06 -0.000165268
internal_weight=0 2736 993 857 791 737 689 140 549 2684 212 166 109 2472 2420 234 177 2186 2096 136
internal_count=3729 2736 993 857 791 737 689 140 549 2684 212 166 109 2472 2420 234 177 2186 2096 136
is_linear=0
shrinkage=0.0995203


Tree=7611
num_leaves=27
num_cat=0
split_feature=8 8 6 7 6 9 1 6 5 8 8 5 6 5 19 1 30 3 3 8 5 6 8 1 26 8
split_gain=0.000810845 0.00103948 0.00514843 0.00106407 0.00112395 0.00240981 0.004213 0.00240724 0.0021666 0.00241663 0.00197934 0.00179859 0.0047603 0.00330405 0.000886418 0.00177243 0.000978747 0.000935784 0.00258955 0.00226192 0.00403509 0.00197355 0.00129492 0.00218265 0.00282874 0.00203624
threshold=-0.079049999999999995 -0.077604999999999993 0.090195000000000011 -0.009689999999999999 -0.091244999999999993 0.11351500000000002 0.50996500000000011 -0.097455 -0.079124999999999987 1.0000000180025095e-35 -0.049499999999999995 0.054660000000000007 0.11596500000000003 0.066275000000000014 0.11028000000000003 -0.010395 0.095600000000000032 0.087570000000000023 0.08785500000000003 -0.081324999999999995 -0.0087549999999999989 -0.011749999999999998 -0.082094999999999987 -0.08616 0.085300000000000029 -0.088304999999999995
decision_type=2 2 2 2 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 -2 -3 5 6 7 -5 9 10 -6 12 -10 -13 16 -16 17 22 -19 21 -21 -20 23 24 -1 -25
right_child=1 3 -4 4 8 -7 -8 -9 11 -11 -12 13 -14 -15 15 -17 -18 18 19 20 -22 -23 -24 25 -26 -27
leaf_value=-0.00015704577779851244 0.00037649092957967338 -0.0004354388750276994 -0.0010958735218251159 -5.4658410194459235e-05 -4.3949983816962408e-05 -0.0005088671090673582 0.0010813925129210822 0.00068012914972402389 4.561324598058683e-05 0.00016163494899138826 -0.00081461499133187061 -0.00085488690884500057 0.0010638524326826672 -2.9180318885024193e-05 -0.00056356665588565952 0.00014251826649374085 -0.00036684317435081362 0.00084818782659636311 0.00021441665422321097 0.0012384692364578872 1.491414903783699e-05 -9.7280293606833728e-05 -0.00034441428767801918 0.00014875771186253421 0.00068723570515127311 -0.0002518094509398282
leaf_weight=61 46 58 47 217 53 47 51 55 441 66 99 53 51 538 65 74 47 51 397 47 65 404 91 255 104 246
leaf_count=61 46 58 47 217 53 47 51 55 441 66 99 53 51 538 65 74 47 51 397 47 65 404 91 255 104 246
internal_value=0 -3.42621e-05 -0.000358805 -1.6332e-05 -1.29497e-06 0.000151248 0.000249837 9.09104e-05 -4.5307e-05 -0.00033169 -0.000551282 1.15838e-05 0.000152826 -0.000104614 5.84527e-05 -0.000181776 7.78025e-05 9.04213e-05 0.000155492 0.000115902 0.00053568 5.61842e-05 6.47538e-06 5.5649e-05 0.000370146 -4.6294e-05
internal_weight=0 1822 93 1729 1671 370 323 272 1301 218 152 1083 492 591 1907 139 1768 1721 964 913 112 801 757 666 165 501
internal_count=3729 1822 93 1729 1671 370 323 272 1301 218 152 1083 492 591 1907 139 1768 1721 964 913 112 801 757 666 165 501
is_linear=0
shrinkage=0.0995203


Tree=7612
num_leaves=16
num_cat=0
split_feature=9 9 5 5 17 17 17 17 18 5 17 9 17 9 9
split_gain=0.00113742 0.00292347 0.00158704 0.00444667 0.00144673 0.00141674 0.00147819 0.00202781 0.00126889 0.00113194 0.00182905 0.00216398 0.0012645 0.000888431 0.00130591
threshold=0.08401500000000002 0.083795000000000022 0.13648000000000002 0.2686150000000001 -0.15122999999999998 -0.095109999999999986 -0.084209999999999993 -0.065004999999999993 -0.14343999999999998 0.63223000000000018 -0.55380499999999999 0.084290000000000018 -0.54752499999999993 0.084515000000000021 0.084755000000000011
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 -8 -5 10 -2 -12 -13 -14 -15
right_child=9 -3 3 8 5 6 7 -9 -10 -11 11 12 13 14 -16
leaf_value=0.00041091758946507577 -0.0005719729850898385 -0.00071459170735251292 -0.0008267033289798834 0.00041287366268662288 -0.00050042930479340833 0.00040976184732001436 -0.00051656509274156191 1.3079195883669395e-05 -0.0002490696031055343 0.00046270460193612988 0.00063068494175427239 0.00051497191710067689 -0.00038747546835160649 0.00041645417013100674 -2.7433335133464226e-07
leaf_weight=79 51 70 90 62 60 79 80 659 52 58 58 49 56 77 2158
leaf_count=79 51 70 90 62 60 79 80 659 52 58 58 49 56 77 2158
internal_value=0 -8.90953e-05 -5.06772e-05 -0.000302729 2.19633e-06 -3.36469e-05 0 -4.31494e-05 0.000103754 2.7625e-05 1.69867e-05 2.98539e-05 1.46117e-05 3.55263e-06 1.37165e-05
internal_weight=0 1231 1161 204 957 878 818 739 114 2507 2449 2398 2340 2291 2235
internal_count=3738 1231 1161 204 957 878 818 739 114 2507 2449 2398 2340 2291 2235
is_linear=0
shrinkage=0.0995203


Tree=7613
num_leaves=29
num_cat=0
split_feature=9 5 5 30 3 20 4 9 20 26 3 2 1 1 3 8 22 6 17 9 26 20 20 10 3 3 8 4
split_gain=0.00100689 0.00274619 0.00157091 0.00237143 0.000969062 0.00169047 0.00325951 0.00370972 0.00250672 0.00144599 0.00142033 0.00211666 0.00156882 0.00744571 0.00215362 0.00137245 0.00187649 0.00279135 0.00146529 0.00175928 0.00149602 0.00121351 0.00357819 0.00156842 0.00188625 0.000512625 0.00137896 0.000222583
threshold=-0.073629999999999987 0.18340500000000004 -0.056974999999999998 0.10366000000000002 0.10486500000000003 -0.077394999999999992 0.10845500000000002 0.09202500000000001 -0.073314999999999991 0.092955000000000024 0.10244500000000002 -0.070724999999999996 0.058455000000000014 0.10924000000000002 0.014805000000000004 -0.07743499999999999 0.079065000000000024 -0.095554999999999987 -0.43376500000000001 0.09310000000000003 0.086255000000000012 -0.048779999999999997 -0.06470999999999999 0.086275000000000018 0.10920500000000002 0.096775000000000014 -0.090440000000000006 0.10459000000000003
decision_type=2 2 2 2 2 2 2 2 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 25 10 6 7 -6 -7 -9 12 -12 15 -14 -15 18 17 -17 20 -20 -2 22 -10 24 -23 -1 -27 -4
right_child=4 -3 27 -5 5 8 -8 9 21 -11 11 -13 13 14 -16 16 -18 -19 19 -21 -22 23 -24 -25 -26 26 -28 -29
leaf_value=0.00020587114912232223 -0.00074872014406259391 -0.00083644678336361315 0.00040390623687061876 -0.00078798753383691107 0.0012275423181476129 -0.00069290628458074696 -0.00033976672802560619 -2.7805291770982614e-05 -0.00018944416670675665 0.00066339335117798998 -0.0008873782535034593 3.3182581584618682e-05 0.001145482870182556 0.00028010303323504668 -0.0005033820087445792 -0.0008621212302882508 0.00029760705305796609 -0.00013182891243734824 2.1546418460773492e-05 0.00046765616254812312 1.3973248932618051e-06 -0.00051904122212201656 0.00098466590571060289 0.00042417932749678013 2.7092469308987269e-05 0.00018364434219104325 -0.00053102569929312576 8.9443244075474666e-05
leaf_weight=61 47 52 54 53 54 46 54 77 51 47 46 50 64 62 77 57 86 653 1195 95 55 76 50 75 344 54 51 52
leaf_count=61 47 52 54 53 54 46 54 77 51 47 46 50 64 62 77 57 86 653 1195 95 55 76 50 75 344 54 51 52
internal_value=0 -0.000163838 -5.37011e-05 -0.000208001 7.54806e-06 9.78763e-05 0.000328275 0.000535538 1.33418e-05 0.00022758 -2.38666e-05 -0.000399392 -8.44664e-06 0.000255748 -0.000148024 -3.33325e-05 -0.000137727 -0.000191611 2.57765e-05 5.50341e-05 -0.000336219 6.92245e-05 0.000383693 3.40631e-06 -6.97827e-05 -1.78923e-05 -0.000155685 0.000257364
internal_weight=0 377 325 219 3361 874 232 178 642 124 2487 96 2391 203 139 2188 796 710 1392 1290 102 596 101 495 420 166 105 106
internal_count=3738 377 325 219 3361 874 232 178 642 124 2487 96 2391 203 139 2188 796 710 1392 1290 102 596 101 495 420 166 105 106
is_linear=0
shrinkage=0.0995203


Tree=7614
num_leaves=26
num_cat=0
split_feature=2 5 5 3 5 3 18 18 3 0 6 3 9 3 3 10 10 3 1 3 0 1 0 1 20
split_gain=0.000838372 0.00149998 0.00280123 0.00308561 0.00231667 0.00145901 0.00141469 0.00331755 0.00129139 0.00356786 0.00153381 0.00128515 0.00209444 0.00124006 0.00311701 0.00207018 0.00429634 0.00177389 0.00204239 0.00121561 0.00217878 0.00180739 0.00113948 0.000611194 0.00110055
threshold=-0.069129999999999983 0.15100500000000003 0.2686150000000001 0.12212000000000002 0.058505000000000008 0.099655000000000021 -0.018629999999999997 -0.07989499999999998 0.088055000000000022 -0.11524 -0.42102499999999998 0.12061000000000002 0.11351500000000002 0.11125500000000002 0.11462500000000002 0.090150000000000022 0.085875000000000021 0.10325000000000002 -0.0064949999999999999 0.097255000000000022 -0.077624999999999986 -0.019239999999999997 -0.19631499999999999 0.066150000000000028 -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 2 2
left_child=13 4 3 -3 6 -4 7 -2 9 -8 -11 22 -13 15 -15 16 17 19 -19 20 -1 -21 -10 24 -16
right_child=1 2 5 -5 -6 -7 8 -9 11 10 -12 12 -14 14 23 -17 -18 18 -20 21 -22 -23 -24 -25 -26
leaf_value=3.9597402240048358e-05 9.6951555049516102e-05 -0.0011429236062323179 0.00045194085739771886 -4.4078514363977633e-05 0.00056182024290291673 -0.00023888912391367985 -0.00098704832405022407 -0.00080246118450265586 0.00048914384093668903 0.0004291480453970196 -0.00028717539067664753 2.2803080177957781e-05 -0.00071082177709481118 0.00086605145018586532 0.00016028627578253067 -0.00063966999899515379 0.00087497853094117394 5.5609469088651294e-05 -0.00072483315881855209 0.00061568359180657044 -0.00025841689659819882 -7.2091310001768435e-05 7.6293101051192597e-05 0.00025322591788896274 -0.00042388049694653754
leaf_weight=1549 83 61 47 46 63 85 47 77 90 54 65 204 47 59 72 49 56 59 71 79 288 69 277 85 56
leaf_count=1549 83 61 47 46 63 85 47 77 90 54 65 204 47 59 72 49 56 59 71 79 288 69 277 85 56
internal_value=0 -7.53001e-05 -0.000299703 -0.000678174 -2.12278e-05 8.8658e-07 -6.1006e-05 -0.000330775 -4.90705e-06 -0.000252311 3.09998e-05 6.02232e-05 -0.000111308 2.45959e-05 0.000225159 0 1.44605e-05 -7.93691e-06 -0.000364335 1.49916e-05 -6.67886e-06 0.000289501 0.000179768 4.37911e-05 -8.88912e-05
internal_weight=0 1246 239 107 1007 132 944 160 784 166 119 618 251 2492 272 2220 2171 2115 130 1985 1837 148 367 213 128
internal_count=3738 1246 239 107 1007 132 944 160 784 166 119 618 251 2492 272 2220 2171 2115 130 1985 1837 148 367 213 128
is_linear=0
shrinkage=0.0995203


Tree=7615
num_leaves=19
num_cat=0
split_feature=27 20 20 3 4 9 18 21 20 17 20 5 5 3 3 2 21 17
split_gain=0.000790149 0.000671945 0.00204906 0.00134557 0.0020562 0.00523126 0.00153806 0.00161661 0.00450903 0.00150103 0.00124141 0.00125789 0.000737823 0.000729148 0.00285382 0.00201619 0.00168628 0.00114043
threshold=-0.092839999999999992 -0.074014999999999984 -0.069434999999999983 0.10807500000000002 0.10845500000000002 0.09253500000000002 -0.10872 0.098250000000000018 -0.083495 -0.45380999999999999 -0.07825 -0.017704999999999995 -0.54623499999999992 0.088115000000000013 0.087625000000000022 0.097285000000000024 -0.084999999999999992 -0.55754499999999996
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 6 5 -5 -2 10 -9 -7 11 -8 -4 14 15 -14 -15 -18
right_child=1 2 12 4 -6 9 7 8 -10 -11 -12 -13 13 16 -16 -17 17 -19
leaf_value=-0.00037866195831161878 -0.00047884712502840816 -0.00056748554513984023 0.00033358820071006375 0.0012891082822335401 -0.00017832882166740678 -0.00019594156184537514 0.00017530347896493488 -0.00026066977992646385 0.00099999658483666343 0.00047411756216641571 -0.00048293675461189115 -0.00013477062264983703 3.5162044289850968e-05 -0.00063838012361349967 0.00064539236376238757 -0.0006160662123609619 0.00036589176186491856 -6.1616011338481885e-05
leaf_weight=56 61 68 59 52 72 72 264 53 58 60 53 253 805 49 73 50 64 1516
leaf_count=56 61 68 59 52 72 72 264 53 58 60 53 253 805 49 73 50 64 1516
internal_value=0 -1.70782e-06 -2.78489e-05 6.77751e-05 0.00026451 0.000442244 0 4.2782e-05 0.000390682 0.000102429 -2.35307e-05 2.19817e-05 -1.35087e-05 -2.18377e-05 4.80773e-05 -1.96405e-06 -6.21691e-05 -4.37811e-05
internal_weight=0 3682 2684 998 256 184 742 681 111 132 570 517 2616 2557 928 855 1629 1580
internal_count=3738 3682 2684 998 256 184 742 681 111 132 570 517 2616 2557 928 855 1629 1580
is_linear=0
shrinkage=0.0995203


Tree=7616
num_leaves=15
num_cat=0
split_feature=18 18 8 6 1 8 17 5 18 5 18 18 3 3
split_gain=0.00415754 0.00363722 0.0141919 0.0231996 0.00256313 0.00192831 0.00150962 0.00284466 0.00125879 0.00121262 0.00185715 0.0008598 0.000787784 0.00199626
threshold=0.26473000000000008 -0.091594999999999996 -0.081915000000000002 -1.0000000180025095e-35 0.62916000000000016 -0.079585000000000003 -0.56005499999999986 0.40898000000000007 -0.094939999999999997 0.25032500000000008 -0.015440000000000001 -0.090254999999999988 0.087170000000000011 0.092200000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -4 -3 9 12 11 -11 -8 -7 -14
right_child=-2 4 5 -5 -6 8 7 -9 -10 10 -12 -13 13 -15
leaf_value=-2.9801213237905355e-05 -0.00080753110460385488 -0.00053066248726516148 0.00057135593748825267 -0.0025912184508264618 -0.00070579219541780586 0.00024069121609329106 0.00043706009021212577 0.00079180181453680407 -0.00055170553624369267 -0.00079231564289182434 8.3024605648235119e-05 7.1354887435895917e-06 -0.00064451526398456274 8.2800911993721444e-06
leaf_weight=82 74 51 49 62 51 86 47 46 51 47 46 2718 55 282
leaf_count=82 74 51 49 62 51 86 47 46 51 47 46 2718 55 282
internal_value=0 -5.30779e-05 -0.000263349 -0.00113832 -6.14861e-06 -2.08742e-05 5.64944e-06 1.535e-05 -8.38234e-05 2.56648e-06 -0.000350549 1.47395e-05 -2.54768e-05 -9.58301e-05
internal_weight=0 3673 667 144 3006 523 2955 2904 474 2858 93 2765 423 337
internal_count=3747 3673 667 144 3006 523 2955 2904 474 2858 93 2765 423 337
is_linear=0
shrinkage=0.0995203


Tree=7617
num_leaves=24
num_cat=0
split_feature=2 8 10 6 3 9 4 3 9 2 18 4 3 9 6 3 6 2 8 2 5 2 2
split_gain=0.00352272 0.0146567 0.0382439 0.00375573 0.0106287 0.00273938 0.00233156 0.00189831 0.00432074 0.00142953 0.00303243 0.00140023 0.00196222 0.00197409 0.00134518 0.00415445 0.00139763 0.00349076 0.00786675 0.00140307 0.000778954 0.00337702 0.001788
threshold=-0.082904999999999993 -0.10833 0.077415000000000025 0.088315000000000018 0.085505000000000012 0.092225000000000015 0.15730000000000002 0.088685000000000028 0.086700000000000013 -0.084385000000000002 -0.008179999999999998 0.10739000000000003 0.11089500000000001 0.098180000000000031 0.11884000000000002 0.10850000000000003 0.098855000000000012 -0.076034999999999991 -0.077604999999999993 -0.082594999999999988 -0.0050400000000000002 -0.081604999999999997 -0.081734999999999988
decision_type=2 2 2 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 7 14 8 -6 11 -11 12 13 -3 16 -16 19 -18 -19 -2 22 -22 -21
right_child=6 3 -4 4 5 -7 -8 -9 -10 10 -12 -13 -14 -15 15 -17 17 18 -20 20 21 -23 -24
leaf_value=-0.0035038027249064399 0.000515503144112204 -7.6321926024682272e-05 3.5061669509230535e-05 -0.0016536182257841502 0.00034659267383435345 -0.00077358428895265066 -0.00066164237194449901 0.00045325970035327149 -0.00089483967694505928 0.00072569561749723916 -0.00023839247770600516 0.00044956664384749164 -0.00063130979279522631 0.00051677873579843256 0.00082074278751731922 -0.00017850315821615016 -0.00098774028335151779 -0.00085243811034935494 0.00067195161544564286 0.00042106207156529171 -0.00083132630845852941 -4.1416583502542924e-06 1.9245301684071597e-05
leaf_weight=46 57 613 87 54 63 48 50 76 49 77 54 55 57 61 79 84 48 60 76 121 54 538 1240
leaf_count=46 57 613 87 54 63 48 50 76 49 77 54 55 57 61 79 84 48 60 76 121 54 538 1240
internal_value=0 -0.00019077 -0.00118275 -8.07842e-05 -0.000393074 -0.000101176 1.02667e-05 6.61485e-05 -0.000189225 1.70845e-05 0.000322036 -3.26994e-05 -7.01047e-05 -2.14291e-05 2.48675e-05 0.000300772 3.99652e-06 -0.000258095 0 2.83963e-05 1.37605e-05 -8.09772e-05 5.55704e-05
internal_weight=0 1340 133 1207 290 236 2407 188 112 917 131 786 731 674 2357 163 2194 184 136 2010 1953 592 1361
internal_count=3747 1340 133 1207 290 236 2407 188 112 917 131 786 731 674 2357 163 2194 184 136 2010 1953 592 1361
is_linear=0
shrinkage=0.0995203


Tree=7618
num_leaves=19
num_cat=0
split_feature=18 2 18 1 18 1 10 10 18 0 29 29 27 7 2 17 17 0
split_gain=0.0033931 0.00302139 0.00742511 0.0159214 0.00788619 0.00208634 0.00101825 0.00161051 0.00101846 0.00150591 0.000809707 0.00134596 0.000877419 0.00123764 0.000660826 0.000568355 0.000947522 0.000536533
threshold=0.26473000000000008 -0.086849999999999997 -0.083775000000000002 -0.011714999999999998 -0.092864999999999989 0.62916000000000016 0.09056500000000002 0.086165000000000019 0.0057900000000000009 -0.080884999999999999 -0.085039999999999991 -0.081594999999999987 -0.032854999999999995 0.077685000000000018 -0.01504 -0.50029000000000001 -0.12118 -0.085794999999999996
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 10 7 8 9 -4 14 -12 -13 -14 -3 -1 -17 -10
right_child=-2 5 6 -5 -6 -7 -8 -9 17 -11 11 12 13 -15 -16 16 -18 -19
leaf_value=-0.00019593466556770201 -0.00072320802087007003 0.00048160141423625084 9.8335987877929104e-05 -0.0020857342096198286 -0.0012842684015770692 -0.00063105945749139167 0.00040759703668312214 -0.00057374699472382965 6.8083876671908521e-05 -0.0003882655784393028 -0.00044074980192628649 0.00038773447192331947 1.8055843659132845e-05 -0.00049176418271441836 0 0.00041977885658547805 -0.00010975394856923357 0.00052960475344977689
leaf_weight=58 74 66 187 58 56 50 60 48 57 94 65 62 2535 48 46 72 59 52
leaf_count=58 74 66 187 58 56 50 60 48 57 94 65 62 2535 48 46 72 59 52
internal_value=0 -4.16407e-05 -0.000212583 -0.000601137 -0.00024634 5.75011e-06 2.21821e-05 -2.87455e-05 3.62326e-05 -6.15285e-05 1.73232e-05 6.17676e-06 1.74693e-05 8.2649e-06 0.000279717 5.68631e-05 0.000175038 0.000295769
internal_weight=0 3673 801 303 245 2872 498 438 390 281 2822 2710 2645 2583 112 189 131 109
internal_count=3747 3673 801 303 245 2872 498 438 390 281 2822 2710 2645 2583 112 189 131 109
is_linear=0
shrinkage=0.0995203


Tree=7619
num_leaves=17
num_cat=0
split_feature=8 8 4 23 6 8 0 6 4 4 4 0 6 0 8 1
split_gain=0.00256757 0.0360397 0.00266951 0.00161065 0.00123218 0.0063495 0.00397757 0.00160277 0.000973677 0.00184708 0.00153667 0.000541383 0.000742894 0.00171428 0.000533274 0.000679426
threshold=-0.10833 -0.1205 0.13707500000000003 -0.022119999999999997 0.11884000000000002 -0.07743499999999999 -0.072039999999999979 0.11481500000000001 0.11670500000000002 0.11103500000000002 0.12868000000000004 -0.10806499999999999 -0.083069999999999991 -0.14075499999999999 -0.50270999999999988 -0.08616
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -2 7 -6 -7 8 9 -5 -10 12 13 -1 -13 -16
right_child=2 -3 -4 4 5 6 -8 -9 10 -11 -12 14 -14 -15 15 -17
leaf_value=-0.00032123593983526995 0.00051896769787000599 -0.0026589092891595475 -0.00057360281154874562 -1.9371704854765932e-05 0.0012327983654627222 -0.0007602491568236945 0.00035130925508544111 -0.00056281057444842195 0.00067624457120189676 -0.00061882941131402689 -9.9604937398338589e-05 -0.00033100107605540388 0.0004041582532335079 0.00045794483900845354 0.00032077268026954413 -0.00013462398613001112
leaf_weight=65 57 55 84 2787 47 55 75 55 50 52 48 51 84 49 54 79
leaf_count=65 57 55 84 2787 47 55 75 55 50 52 48 51 84 49 54 79
internal_value=0 -0.00027672 -1.96482e-05 -4.97032e-06 -1.46526e-05 0.000239978 -0.000112668 -2.99896e-05 -1.97329e-05 -3.06399e-05 0.000287883 6.41231e-05 0.000179335 6.49422e-06 -5.54056e-05 4.41189e-05
internal_weight=0 437 3310 3226 3169 177 130 2992 2937 2839 98 382 198 114 184 133
internal_count=3747 437 3310 3226 3169 177 130 2992 2937 2839 98 382 198 114 184 133
is_linear=0
shrinkage=0.0995203


Tree=7620
num_leaves=14
num_cat=0
split_feature=28 4 8 8 20 18 5 21 2 17 17 17 17
split_gain=0.00880721 0.00520038 0.00224964 0.010282 0.0017055 0.00144098 0.00130757 0.00129417 0.00116216 0.00082611 0.00154009 0.00126684 0.000994518
threshold=0.083225000000000021 0.15730000000000002 -0.088874999999999996 -0.088304999999999995 -0.24350999999999998 -0.015440000000000001 0.63455500000000009 0.13589500000000002 -0.083204999999999987 -0.05543 -0.0065549999999999992 -0.093784999999999993 0.12374500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 8 7 -6 -1 11 -11 -7 -12
right_child=-2 -3 3 4 6 9 -8 -9 -10 10 12 -13 -14
leaf_value=0.00078207408433228498 0.0011290689163945345 -0.0010739411743288937 -0.001423784161419207 -0.00050924987977449233 -1.520384357552896e-05 0 -0.00050545462036894785 0.00034969085405921733 0.00013998284860368006 -0.00035870051306639904 0.00019668545920969167 0.00057000074977377971 -0.0001332609706971201
leaf_weight=58 67 46 53 70 2567 82 52 100 61 88 303 77 126
leaf_count=58 67 46 53 70 2567 82 52 100 61 88 303 77 126
internal_value=0 -2.22656e-05 -8.73914e-06 -5.03477e-05 -2.39545e-05 0.000138975 -1.11596e-05 -1.21505e-06 0.000459814 8.12852e-05 1.85723e-05 0.000280052 9.78699e-05
internal_weight=0 3683 3637 2842 2789 795 2719 2667 119 676 517 159 429
internal_count=3750 3683 3637 2842 2789 795 2719 2667 119 676 517 159 429
is_linear=0
shrinkage=0.0995203


Tree=7621
num_leaves=24
num_cat=0
split_feature=1 8 18 6 21 2 4 21 8 0 21 1 2 6 3 3 8 8 3 20 18 21 0
split_gain=0.00685379 0.00610454 0.0194052 0.00163645 0.00193724 0.0024761 0.00184468 0.00181492 0.00157694 0.00141206 0.00140942 0.00280563 0.0016571 0.00269682 0.0012406 0.00474048 0.0145438 0.00194037 0.0014075 0.00135011 0.000504833 0.000792085 0.000575786
threshold=0.62916000000000016 -0.105475 -0.093130000000000004 -0.087954999999999992 0.084670000000000009 0.0066850000000000008 0.13364000000000004 0.14299000000000003 -0.1205 -0.082604999999999998 0.087625000000000022 -0.0017949999999999999 0.0040650000000000018 -0.092919999999999989 0.088685000000000028 0.08785500000000003 -0.086489999999999997 -0.086844999999999992 0.08920500000000002 -0.062334999999999995 0.10085500000000001 0.091230000000000019 -0.13752999999999999
decision_type=2 2 2 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 9 14 20 -3 11 -6 13 -12 15 17 -17 -5 -16 -20 21 22 -4
right_child=-2 3 8 7 10 -7 -8 -9 -10 -11 12 -13 -14 -15 18 16 -18 -19 19 -21 -22 -23 -24
leaf_value=0.002300556522750376 -0.0011830785536078553 0.00016502776452270265 0.00034614194523400403 0.00017837576346745415 9.8348256132211822e-05 -0.00072496736576473 0.00057061265673787672 -0.00060474556185618729 0.00059625350635940193 -0.00055017652548944437 4.5338868145228942e-05 0.001104934487911794 -0.00036396010680957343 0.00068393009631309402 0.00040274024991959788 -0.0021338941730995398 -3.9031145143747933e-06 -0.00015449092134198024 -0.00015721496572816256 4.7482630066350714e-05 0.00027876255103873488 -0.00032439979590861257 -3.2873925515143584e-05
leaf_weight=46 48 54 56 252 73 57 46 62 61 53 313 46 63 84 81 46 105 549 491 904 69 65 126
leaf_count=46 48 54 56 252 73 57 46 62 61 53 313 46 63 84 81 46 105 549 491 904 69 65 126
internal_value=0 1.37887e-05 0.000369755 -3.18822e-05 9.25635e-05 -0.000164306 3.92179e-05 -7.16438e-05 0.000131995 -0.000181582 0.000187142 0.000494328 0.000105895 0.000182519 -5.76936e-05 -0.000146274 -0.000658196 -4.87468e-05 -6.11372e-09 -2.39782e-05 3.97843e-05 -2.36605e-05 7.92485e-05
internal_weight=0 3702 423 3279 789 210 153 2490 377 107 579 119 460 397 2428 952 151 801 1476 1395 316 247 182
internal_count=3750 3702 423 3279 789 210 153 2490 377 107 579 119 460 397 2428 952 151 801 1476 1395 316 247 182
is_linear=0
shrinkage=0.0995203


Tree=7622
num_leaves=21
num_cat=0
split_feature=6 27 17 8 8 4 4 4 6 3 3 3 3 26 8 9 1 5 3 26
split_gain=0.0056461 0.00582818 0.0142401 0.00172292 0.00743495 0.00239048 0.00485831 0.00366471 0.00196256 0.00123145 0.000977955 0.00312728 0.000763196 0.000885476 0.000732717 0.00114588 0.000725043 0.000970729 0.000634208 0.00117417
threshold=-0.53620499999999993 0.089725000000000013 -0.091869999999999993 -0.088874999999999996 -0.088304999999999995 0.10533000000000002 0.10876500000000001 0.10300500000000003 -0.13803499999999999 0.086850000000000024 0.08777500000000002 0.08622500000000001 0.084895000000000012 0.085235000000000019 -0.097249999999999989 0.088995000000000019 0.44303500000000012 -0.13955999999999999 0.094185000000000033 0.083760000000000015
decision_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 -5 7 -7 9 -8 -6 11 12 13 -2 18 -16 17 -4 -12 -20
right_child=1 2 16 4 5 6 8 -9 -10 -11 14 -13 -14 -15 15 -17 -18 -19 19 -21
leaf_value=-0.0010311145216696333 0 0.0020223528162215398 -0.00036634379069021359 -0.0012467444703226703 -0.00015747980367939959 -0.0011382091573756718 -0.00044843063195844812 0.00083879782012876141 0.000231237507528099 1.519214021074531e-05 0.00037416696445817787 0.000855153705236905 -0.00024424417405073001 0.00045363843835906619 -0.00045241010800841481 0.00013256625130478341 0.00033930578209896342 0.00021239034591084705 0.0001730103190825041 -0.0003009995518276916
leaf_weight=52 102 48 54 51 521 57 76 50 93 1878 68 67 54 70 70 60 75 60 170 74
leaf_count=52 102 48 54 51 521 57 76 50 93 1878 68 67 54 70 70 60 75 60 170 74
internal_value=0 1.31451e-05 0.000490719 -1.93214e-05 -5.59845e-05 -3.29762e-05 -0.000342715 -4.05838e-06 -6.95682e-05 -2.19665e-05 0.000115543 0.000256788 7.57738e-05 0.000181004 2.00597e-05 -0.000176124 9.7401e-05 -5.4566e-05 0.000104427 2.58982e-05
internal_weight=0 3698 237 3461 2726 2675 226 2449 169 2399 735 293 226 172 442 130 189 114 312 244
internal_count=3750 3698 237 3461 2726 2675 226 2449 169 2399 735 293 226 172 442 130 189 114 312 244
is_linear=0
shrinkage=0.0995203


Tree=7623
num_leaves=14
num_cat=0
split_feature=28 1 4 0 3 9 8 17 3 20 3 21 4
split_gain=0.00649618 0.00453685 0.00152317 0.0016384 0.00262946 0.0187768 0.0028049 0.00231673 0.00116004 0.00122807 0.00105636 0.00113705 0.000848285
threshold=0.083225000000000021 0.62916000000000016 0.14903500000000006 -0.087184999999999999 0.087925000000000017 0.088405000000000025 -0.088874999999999996 -0.24445500000000001 0.12015500000000003 -0.060199999999999997 0.08844500000000001 0.09227500000000001 0.12498500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -5 -1 9 -9 -6 -12 -10
right_child=-2 -3 -4 4 10 -7 -8 8 12 -11 11 -13 -14
leaf_value=-0.00042299994161823973 0.00096996572409137067 -0.00098016053216113969 0.00051343126596266764 0.0003552033389632487 0.00035194215032790892 -0.0019930505179218834 -0.00017785186127313159 1.4280975191931202e-05 -0.00046579230142531003 0.00022983622842094636 3.5800268519428931e-05 -0.00016050559529062072 5.6831258634781301e-05
leaf_weight=86 67 48 55 121 82 55 498 452 56 651 1122 394 63
leaf_count=86 67 48 55 121 82 55 498 452 56 651 1122 394 63
internal_value=0 -1.88422e-05 -5.92284e-06 -1.41304e-05 -6.54058e-05 -0.00023028 -7.23295e-05 7.43091e-05 0.000109978 0.000142246 3.622e-06 -1.46786e-05 -0.00018223
internal_weight=0 3683 3635 3580 2272 674 619 1308 1222 1103 1598 1516 119
internal_count=3750 3683 3635 3580 2272 674 619 1308 1222 1103 1598 1516 119
is_linear=0
shrinkage=0.0995203


Tree=7624
num_leaves=15
num_cat=0
split_feature=28 5 10 8 6 6 5 21 6 26 3 26 4 5
split_gain=0.00331202 0.0018374 0.00275958 0.00374796 0.00213256 0.0504203 0.00175757 0.00372597 0.00179542 0.00345932 0.00127411 0.00196141 0.00117451 0.00117088
threshold=0.087260000000000018 0.63455500000000009 0.086275000000000018 0.085560000000000011 0.088565000000000019 0.089090000000000016 0.51100000000000012 0.11932500000000003 0.087670000000000012 0.088435000000000027 0.086895000000000014 0.084355000000000027 0.09939000000000002 -0.49053999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 8 -8 13 -10 11 -7 -12 -1
right_child=-2 -3 3 -5 5 10 7 -9 9 -11 12 -13 -14 -15
leaf_value=0.00027703202740566137 -0.0006275848145972804 -0.00048061100300777706 0.00010065749568507676 0.0012749673530265428 0.0032839694940070387 -0.00012164177944991463 -0.00085061295928191654 0.00026501095872349777 -0.0009929473396469231 0.00021632053215256595 -3.5480860969552656e-05 0.00070947836972190829 0.00045762791619213963 4.316370958916412e-05
leaf_weight=239 65 55 69 46 50 47 65 53 46 46 765 65 51 2051
leaf_count=239 65 55 69 46 50 47 65 53 46 46 765 65 51 2051
internal_value=0 8.77687e-05 9.6697e-05 0.0005775 8.05639e-05 0.000205311 3.14356e-05 -0.00034259 5.03078e-05 -0.000379415 3.85523e-05 0.000353396 -3.65832e-06 6.79293e-05
internal_weight=0 3648 3593 115 3478 978 2500 118 2382 92 928 112 816 2290
internal_count=3713 3648 3593 115 3478 978 2500 118 2382 92 928 112 816 2290
is_linear=0
shrinkage=0.0995203


Tree=7625
num_leaves=13
num_cat=0
split_feature=28 17 6 6 17 2 8 9 10 10 6 0
split_gain=0.00268728 0.00234673 0.00180939 0.0408883 0.00173962 0.0017497 0.00381059 0.00214642 0.00161131 0.00217816 0.00122145 0.00104475
threshold=0.087260000000000018 -0.57205499999999987 0.088565000000000019 0.089090000000000016 0.51362000000000008 -0.087444999999999995 -0.080724999999999991 0.084985000000000019 0.091870000000000021 0.086165000000000019 0.087670000000000012 -0.25289499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 5 6 -5 -7 9 10 11 -3
right_child=-2 2 3 4 -6 7 -8 -9 -10 -11 -12 -13
leaf_value=0.00073809878469962382 -0.00056512744596934241 0.0004510326133651882 0.0029571481760441863 0.00080775420859168564 0.00056859339202766244 -0.00050848447057655094 -0.0001921155042606596 1.7590641181926387e-06 0.00055848723475115372 -0.00052183810390670133 -0.00032733171967714696 3.2368895243533865e-05
leaf_weight=53 65 61 50 76 57 93 73 644 55 73 91 2322
leaf_count=53 65 61 50 76 57 93 73 644 55 73 91 2322
internal_value=0 7.91009e-05 6.91578e-05 0.00018358 3.56506e-05 4.40235e-07 0.000312391 -6.15164e-05 2.51764e-05 1.33387e-05 2.94609e-05 4.34294e-05
internal_weight=0 3648 3595 993 943 886 149 737 2602 2547 2474 2383
internal_count=3713 3648 3595 993 943 886 149 737 2602 2547 2474 2383
is_linear=0
shrinkage=0.0995203


Tree=7626
num_leaves=16
num_cat=0
split_feature=28 17 3 6 6 3 5 1 1 6 5 4 4 4 2
split_gain=0.00218889 0.00191197 0.00177453 0.00925169 0.0237902 0.00369463 0.00192986 0.00174634 0.00269274 0.00135217 0.00114536 0.00130202 0.0053502 0.00166053 0.00101528
threshold=0.10337500000000002 -0.57205499999999987 0.08844500000000001 0.088565000000000019 0.089165000000000022 0.088685000000000028 0.24444000000000005 -0.081594999999999987 -0.08616 0.087670000000000012 0.63455500000000009 0.10495500000000003 0.10845500000000002 0.095805000000000015 -0.087075
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -4 9 8 -6 14 11 13 -13 -7 -3
right_child=-2 2 5 4 7 10 -8 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=0.00066464288155298806 -0.0006195265960811699 0.00019717968484944429 -0.00087394630974321666 0.0025217472342843978 8.3545848775001442e-05 2.5152475750981605e-05 0.00062668256681206195 -0.00021894997044972174 0.0010106477602364636 -0.0003951191006390857 -0.00042070302920461613 0.0010479681424778512 5.1049052329151014e-05 -0.00036127441546219511 -4.188143288140184e-05
leaf_weight=53 46 241 46 55 98 1652 49 67 47 84 55 62 397 118 643
leaf_count=53 46 241 46 55 98 1652 49 67 47 84 55 62 397 118 643
internal_value=0 6.96776e-05 6.07258e-05 0.000154705 0.000676154 8.58505e-06 1.70004e-05 0.000193483 0.000389701 -1.3016e-05 2.67178e-05 3.8125e-05 0.000187493 -1.46825e-07 2.23664e-05
internal_weight=0 3667 3614 1284 267 2330 1017 212 145 968 2284 2229 459 1770 884
internal_count=3713 3667 3614 1284 267 2330 1017 212 145 968 2284 2229 459 1770 884
is_linear=0
shrinkage=0.0995203


Tree=7627
num_leaves=22
num_cat=0
split_feature=28 17 0 0 1 6 0 17 1 17 1 8 17 6 5 2 2 0 5 4 6
split_gain=0.00185838 0.0015367 0.00130716 0.01436 0.0221092 0.0188942 0.00227258 0.00223123 0.00200426 0.0015554 0.00183419 0.00163879 0.0014972 0.00214003 0.0012924 0.00246496 0.00193381 0.00115986 0.00118814 0.00114045 0.000948722
threshold=0.083225000000000021 -0.57205499999999987 -0.081674999999999984 -0.083694999999999992 -0.080349999999999991 0.089810000000000015 -0.080884999999999999 -0.011809999999999999 0.0049450000000000015 0.07134500000000002 0.00095500000000000023 -0.086404999999999996 0.047465000000000014 -0.101065 0.51100000000000012 -0.072419999999999998 -0.095204999999999998 -0.080324999999999994 -0.43873000000000001 0.081905000000000019 0.088565000000000019
decision_type=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 8 5 -5 20 -6 9 10 -3 -11 13 -10 17 16 -16 -8 -19 -14 -4
right_child=-2 2 6 4 7 -7 14 -9 12 11 -12 -13 19 -15 15 -17 -18 18 -20 -21 -22
leaf_value=0.00059849771151332528 -0.00044792970329828009 -9.2394668510336576e-05 -0.00014413413131655225 0.0029102326031409643 0.00049675132848111224 0.00031845690826685241 0.00045798577078388707 -0.00033828346621012529 1.343804284521852e-05 -0.00018885236608430224 -0.00070472875996053206 0.00039918367378520211 -0.0002232048801517842 0.00047170164368781056 -9.8291888271190853e-05 0.00032197149948766065 -0.00089891959996274125 0.00038864161907290937 4.6041529490840013e-06 0.00025485334319314722 -0.00080611316563079934
leaf_weight=53 71 852 46 67 49 49 67 89 192 73 52 125 145 222 67 54 58 86 1175 74 47
leaf_count=53 71 852 46 67 49 49 67 89 192 73 52 125 145 222 67 54 58 86 1175 74 47
internal_value=0 6.49048e-05 5.6797e-05 0.000110699 0.000809615 0.00182249 -9.69827e-06 -3.58535e-05 7.90736e-06 -7.26616e-05 -0.000128523 0.000178248 0.000149464 0.000261151 1.92437e-05 -0.00023093 -0.000476332 5.35809e-05 3.14446e-05 -5.79312e-05 -0.000487485
internal_weight=0 3642 3589 1989 254 116 1600 138 1735 1102 904 198 633 414 1507 179 125 1328 1261 219 93
internal_count=3713 3642 3589 1989 254 116 1600 138 1735 1102 904 198 633 414 1507 179 125 1328 1261 219 93
is_linear=0
shrinkage=0.0995203


Tree=7628
num_leaves=12
num_cat=0
split_feature=10 0 30 3 29 3 6 9 9 26 26
split_gain=0.00267492 0.00438398 0.00217768 0.00166827 0.00256178 0.00160788 0.00165315 0.00145672 0.00273903 0.00111285 0.00142349
threshold=0.086165000000000019 0.0047200000000000011 0.12577500000000003 0.14530500000000005 0.096845000000000028 0.15361500000000003 -0.03764 0.11351500000000002 0.12372500000000002 0.26711000000000013 0.12086000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 -5 -7 9 -9 10 -1
right_child=1 -3 -4 5 -6 6 -8 8 -10 -11 -12
leaf_value=-2.9642304204527083e-05 1.8694976163602371e-05 -0.0010460144924227339 -0.00068992904162343705 0.00079543901961065121 -0.00071639437824026211 0.00044650890283031255 -0.00029372170860971121 0.00065695469349905296 -0.00014895325875186608 -0.00047579567088458708 0.00042702073233131442
leaf_weight=3012 86 67 47 47 52 64 55 88 77 54 69
leaf_count=3012 86 67 47 47 52 64 55 88 77 54 69
internal_value=0 -0.0004422 -1.67907e-05 -7.56495e-06 -2.30429e-05 0.000300045 9.75063e-05 -1.18692e-05 0.000275903 -2.72763e-05 -1.91495e-05
internal_weight=0 153 3565 3518 3352 166 119 3300 165 3135 3081
internal_count=3718 153 3565 3518 3352 166 119 3300 165 3135 3081
is_linear=0
shrinkage=0.0995203


Tree=7629
num_leaves=14
num_cat=0
split_feature=10 0 30 1 9 9 5 5 9 5 29 8 26
split_gain=0.00216218 0.00356135 0.00176555 0.00150362 0.0014433 0.00231901 0.00170906 0.00335459 0.00168133 0.00345446 0.00147669 0.00124975 0.00106306
threshold=0.086165000000000019 0.0047200000000000011 0.12577500000000003 0.62256000000000011 0.097680000000000031 0.09697500000000002 -0.068984999999999991 -0.025879999999999997 0.11296000000000002 -0.13955999999999999 0.096845000000000028 -0.063559999999999992 0.12336000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 10 8 -8 9 -6 12 -9 -1
right_child=1 -3 -4 -5 6 -7 7 11 -10 -11 -12 -13 -14
leaf_value=-2.6684185578754628e-05 1.683439277008485e-05 -0.00094191495548916562 -0.00062126720631278901 0.00054593807118753573 0.0008243874255187191 -0.00074282011260578228 0.00087975308794208541 0.0004174707100528148 -0.00041575772340400331 -0.00032988441069789709 -0.00047210265624275633 -6.7479011752114847e-05 0.00042257366778707367
leaf_weight=2808 86 67 47 48 46 46 73 80 86 57 73 148 53
leaf_count=2808 86 67 47 48 46 46 73 80 86 57 73 148 53
internal_value=0 -0.00039766 -1.51425e-05 -6.81209e-06 -1.46941e-05 -4.09345e-05 0.000143219 0.000291139 -8.80251e-05 0.000177668 -2.96511e-05 9.90884e-05 -1.80755e-05
internal_weight=0 153 3565 3518 3470 2980 490 301 189 103 2934 228 2861
internal_count=3718 153 3565 3518 3470 2980 490 301 189 103 2934 228 2861
is_linear=0
shrinkage=0.0995203


Tree=7630
num_leaves=18
num_cat=0
split_feature=30 9 19 1 7 2 4 29 19 1 2 5 6 9 9 1 6
split_gain=0.00135375 0.00157522 0.00162067 0.00167925 0.00195237 0.00165456 0.00317624 0.00151977 0.00134158 0.00131747 0.0036309 0.00226208 0.00105914 0.000993222 0.00093537 0.0011978 0.000790524
threshold=0.12577500000000003 0.11222500000000002 0.079460000000000017 0.62256000000000011 -0.009689999999999999 -0.19220999999999999 0.10343500000000001 0.096845000000000028 0.088415000000000021 -0.01538 -0.084154999999999994 -0.072535000000000002 -0.013304999999999999 0.083795000000000022 0.15321500000000005 0.018150000000000003 0.10248500000000002
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 -6 -7 -4 12 -11 -12 -10 -14 15 16 -3
right_child=-2 14 8 -5 5 7 -8 -9 9 10 11 -13 13 -15 -16 -17 -18
leaf_value=-0.00070629604635855342 -0.00055943854254632025 -0.00013959603419159812 0.00059894346209888802 0.00051046232518519089 0.00014248529213807583 -3.6959986050917407e-05 -0.00091710849552284544 -0.00051804741375694331 0.00022619422449157272 0.0010221714420971069 0.00035642364575898228 -0.00036538649470664066 3.3632793444579325e-05 -0.00052309724110469029 -0.00015851031138654483 0.00064238775321780834 0.00037577601852419767
leaf_weight=48 47 56 55 49 49 2705 62 67 56 46 94 79 51 74 47 74 59
leaf_count=48 47 56 55 49 49 2705 62 67 56 46 94 79 51 74 47 74 59
internal_value=0 -2.10035e-05 -3.82952e-05 -6.51923e-05 -7.50953e-05 -6.43023e-05 -0.000441985 -4.88833e-05 0.000136067 7.03745e-05 0.000235882 2.2079e-05 -0.000125358 -0.000289402 0.00022721 0.000327461 0.000117694
internal_weight=0 3671 3435 2980 2931 2883 111 2772 455 400 219 173 181 125 236 189 115
internal_count=3718 3671 3435 2980 2931 2883 111 2772 455 400 219 173 181 125 236 189 115
is_linear=0
shrinkage=0.0995203


Tree=7631
num_leaves=14
num_cat=0
split_feature=10 0 11 1 9 18 0 2 2 17 2 20 9
split_gain=0.0014807 0.00262461 0.00162061 0.00340243 0.00113301 0.00143878 0.00227651 0.00140395 0.00287891 0.00239567 0.0019042 0.00149446 0.000438235
threshold=0.086165000000000019 0.0047200000000000011 -0.37931999999999999 0.62256000000000011 0.11201500000000002 0.10307000000000002 -0.064494999999999983 -0.072624999999999981 -0.073884999999999992 0.50214000000000014 -0.070724999999999996 0.084680000000000019 0.12372500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 7 6 12 8 9 -4 -9 -12 -6
right_child=1 -3 3 -5 5 -7 -8 10 -10 -11 11 -13 -14
leaf_value=-0.00052930356752292781 2.6069121248445143e-05 -0.00079603057372015838 2.0907490550842123e-05 0.00083773053958258105 0.0002877081145899511 -0.0001545333722837183 0.00093440489092477114 -0.00071464983320432154 0.00074653998337756292 -0.00046879984145197634 -0.00014780518256354104 0.00018174996828307572 -0.00010578116685675397
leaf_weight=59 86 67 2026 47 61 75 49 52 52 104 831 161 48
leaf_count=59 86 67 2026 47 61 75 49 52 52 104 831 161 48
internal_value=0 -0.000328585 -1.19694e-05 -3.03009e-06 -1.46908e-05 0.000196781 0.000368725 -3.02182e-05 1.48595e-05 -2.61878e-06 -0.000125217 -9.34937e-05 0.000106918
internal_weight=0 153 3565 3506 3459 233 158 3226 2182 2130 1044 992 109
internal_count=3718 153 3565 3506 3459 233 158 3226 2182 2130 1044 992 109
is_linear=0
shrinkage=0.0995203


Tree=7632
num_leaves=11
num_cat=0
split_feature=28 29 30 9 29 2 8 9 20 3
split_gain=0.0154219 0.00215306 0.00234803 0.00114929 0.00567278 0.0031619 0.00128152 0.00124574 0.00276815 0.00166427
threshold=0.083225000000000021 -0.11266 0.11290000000000001 0.11408000000000003 0.096295000000000033 -0.049174999999999996 -0.046889999999999994 0.09697500000000002 -0.074014999999999984 0.086850000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -5 9 -9 -3
right_child=-2 2 -4 5 -6 -7 -8 8 -10 -11
leaf_value=0.0006185246403837203 -0.0014918402654864606 -0.00010445913198262173 -0.0006908906550159616 -0.00038944849337190911 0.0010659769729679761 -0.00090132127318458852 0.00024150007371289328 0.00024642893355338112 -0.00034486353877241128 5.8490442125740259e-05
leaf_weight=53 71 887 51 51 49 53 85 107 282 2062
leaf_count=53 71 887 51 51 49 53 85 107 282 2062
internal_value=0 -1.07169e-05 -2.01375e-05 -1.03424e-05 2.74619e-06 -0.00024923 0 -1.26162e-05 -0.000180116 9.20089e-06
internal_weight=0 3680 3627 3576 3387 189 136 3338 389 2949
internal_count=3751 3680 3627 3576 3387 189 136 3338 389 2949
is_linear=0
shrinkage=0.0995203


Tree=7633
num_leaves=9
num_cat=0
split_feature=28 29 30 36 36 2 17 18
split_gain=0.0125049 0.001746 0.00190378 0.00101988 0.00133228 0.001036 0.00314167 0.0013558
threshold=0.083225000000000021 -0.11266 0.11290000000000001 0.088655000000000025 0.081840000000000024 -0.15884499999999999 -0.55754499999999996 -0.060544999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=0.00055696904042426879 -0.0013433719716421579 -0.00014996298854869807 -0.00062213308488040856 0.00036909674616701274 -0.00053256754064883859 -0.0007544781699070067 -8.7240978214885886e-06 0.00044036758866759063
leaf_weight=53 71 57 51 69 49 57 3235 109
leaf_count=53 71 57 51 69 49 57 3235 109
internal_value=0 -9.62819e-06 -1.81334e-05 -9.29036e-06 -1.69685e-05 -9.42573e-06 -2.18853e-05 0.000232732
internal_weight=0 3680 3627 3576 3507 3458 3292 166
internal_count=3751 3680 3627 3576 3507 3458 3292 166
is_linear=0
shrinkage=0.0995203


Tree=7634
num_leaves=17
num_cat=0
split_feature=8 27 6 7 4 4 9 4 4 17 9 4 21 4 4 4
split_gain=0.0018103 0.0104149 0.00180083 0.0010818 0.00115647 0.00431193 0.00269304 0.00310445 0.00164345 0.00147374 0.0015215 0.00123525 0.0010103 0.00158981 0.00254827 0.000265737
threshold=-0.1205 0.089485000000000023 -0.48214499999999999 0.085015000000000021 0.08544000000000003 0.090595000000000023 0.095415000000000014 0.10801000000000002 0.079660000000000022 -0.55157999999999996 0.09697500000000002 0.10404000000000002 0.10068500000000002 0.11198000000000002 0.13980000000000004 0.08024000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -2 4 8 -6 11 -8 9 -4 -11 -7 13 15 -15 -1
right_child=2 -3 3 -5 5 6 7 -9 -10 10 -12 -13 -14 14 -16 -17
leaf_value=1.1414622464158877e-06 0.00052725849023904734 -0.0014653859461331812 -0.00054019795863459376 -0.00043034704736511279 0.00078867382401734008 -0.00031198664001321023 0.0010679195768334632 -6.062503803166487e-05 -0.00049601372547563194 2.2457549615273329e-05 -0.00017887666005075739 2.9466823533251042e-05 0.00033319063143125556 -0.00070384370111137751 0.0001572124657047247 0.00030880615440289391
leaf_weight=65 61 58 54 62 81 161 47 47 76 2035 454 291 65 80 57 57
leaf_count=65 61 58 54 62 81 161 47 47 76 2035 454 291 65 80 57 57
internal_value=0 -0.00023704 -8.1107e-06 -1.82305e-05 -1.01067e-05 0.000110958 8.91804e-06 0.000494939 -3.94026e-05 -2.54344e-05 -1.39374e-05 -9.0346e-05 -1.46245e-05 -0.000105075 -0.000339619 0.000151597
internal_weight=0 382 3369 3308 3246 627 546 94 2619 2543 2489 452 324 259 137 122
internal_count=3751 382 3369 3308 3246 627 546 94 2619 2543 2489 452 324 259 137 122
is_linear=0
shrinkage=0.0995203


Tree=7635
num_leaves=10
num_cat=0
split_feature=28 29 30 21 21 21 21 26 17
split_gain=0.00922604 0.00135332 0.00151694 0.000964237 0.00274579 0.00139145 0.00152235 0.00175744 0.000666719
threshold=0.083225000000000021 -0.11266 0.11290000000000001 -0.084999999999999992 -0.087739999999999999 -0.079279999999999989 -0.032929999999999994 0.084645000000000012 -0.0064000000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -5 -7 -8 -3
right_child=-2 2 -4 5 -6 6 7 -9 -10
leaf_value=0.00049228404151660575 -0.0011521913680212082 -0.00022069414260626568 -0.00055317914798537959 0.00040620489444984607 -0.00084891108402907508 -0.0004300869822073635 9.2210942841228796e-05 -5.6555249997811464e-05 0.00020343275622828878
leaf_weight=53 71 71 51 84 51 81 1371 1842 76
leaf_count=53 71 71 51 84 51 81 1371 1842 76
internal_value=0 -6.54712e-06 -1.40621e-05 -6.14438e-06 -0.000219712 6.13143e-06 -3.82229e-06 6.6691e-06 0
internal_weight=0 3680 3627 3576 198 3378 3294 3213 147
internal_count=3751 3680 3627 3576 198 3378 3294 3213 147
is_linear=0
shrinkage=0.0995203


Tree=7636
num_leaves=15
num_cat=0
split_feature=6 5 2 11 5 17 1 4 26 26 26 26 18 3
split_gain=0.0221267 0.00212122 0.00208918 0.00191767 0.00301687 0.0170888 0.00258471 0.00345751 0.00192958 0.00189054 0.00175294 0.0020226 0.00148973 0.00118199
threshold=0.23663500000000004 0.5252300000000002 -0.095204999999999998 -0.37931999999999999 -0.14118999999999998 -0.016659999999999998 0.51334500000000016 0.13481000000000004 0.12396500000000002 0.11326500000000002 0.11819500000000002 0.10924500000000002 0.11061000000000003 0.09940000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 9 -8 10 -7 11 -6 13 -10
right_child=-2 2 -4 4 8 6 7 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.00049125060677415136 0.0021657355702003386 0.00078719020467382444 -4.6634239512577578e-05 0.0020941494077066185 -1.9418605786508524e-05 7.384658454678108e-05 -2.468391847851775e-05 0.0010928271120557193 0.00051498795284111954 -0.00059316014910534625 -0.00050396457942988957 0.0003848647321712968 0.00081820187998288599 -0.00013181094580634148
leaf_weight=65 50 76 46 46 2454 487 51 56 48 46 70 129 47 64
leaf_count=65 50 76 46 46 2454 487 51 56 48 46 70 129 47 64
internal_value=0 5.73502e-05 0.000466087 4.3125e-05 5.32888e-05 0.000240449 0.000105936 0.000552531 7.33898e-06 1.47453e-05 -1.25455e-05 4.55162e-07 0.000344271 0.00013808
internal_weight=0 3685 122 3563 3498 686 640 107 2812 533 2653 2583 159 112
internal_count=3735 3685 122 3563 3498 686 640 107 2812 533 2653 2583 159 112
is_linear=0
shrinkage=0.0995203


Tree=7637
num_leaves=16
num_cat=0
split_feature=21 4 1 1 2 10 4 9 9 5 11 5 5 1 5
split_gain=0.0148595 0.00192782 0.00204331 0.00457791 0.0178122 0.00167212 0.00152898 0.00158271 0.00148288 0.00114762 0.00104488 0.0022354 0.000980436 0.000953462 0.000789623
threshold=-0.10962999999999999 0.15028500000000003 0.039665000000000013 0.070450000000000026 -0.081915000000000002 0.086275000000000018 0.12498500000000003 0.10864500000000002 0.12912500000000005 -0.047864999999999998 -0.081219999999999987 -0.45516499999999999 -0.53979999999999995 0.0099250000000000015 -0.095609999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 8 7 12 13 -6 -8 -12 -5 14 -2
right_child=1 -3 3 6 9 -7 10 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.0014738484953023875 0.00019992914099059615 -0.00048284885156681546 0.0022827430412120601 -0.00030392703772865972 -0.00019588998502377084 0.00043726440899505666 -6.0244782942354132e-05 -0.00055102112866379214 0.00054022050659664539 0.00033483790964056973 0.00095973530871470579 5.7017912752241769e-05 0.00010489721068874443 -0.00034963855920620775 -1.1896380733973084e-05
leaf_weight=74 188 66 48 70 72 91 46 52 50 89 53 60 331 78 2367
leaf_count=74 188 66 48 70 72 91 46 52 50 89 53 60 331 78 2367
internal_value=0 4.88029e-05 5.87911e-05 0.000196805 0.00059937 1.7649e-05 5.79904e-05 -3.35696e-05 3.11165e-06 9.24091e-05 0.000323999 0.000487661 3.14899e-05 -6.77701e-06 3.3696e-06
internal_weight=0 3661 3595 821 209 2774 612 453 2683 161 159 113 401 2633 2555
internal_count=3735 3661 3595 821 209 2774 612 453 2683 161 159 113 401 2633 2555
is_linear=0
shrinkage=0.0995203


Tree=7638
num_leaves=16
num_cat=0
split_feature=6 4 5 17 5 3 9 5 5 4 5 9 5 5 9
split_gain=0.017241 0.00148166 0.00184426 0.0173494 0.00171921 0.00166005 0.0014147 0.00174962 0.00154809 0.00136434 0.00115865 0.00119665 0.0010327 0.000759416 0.000672037
threshold=0.23663500000000004 0.14996500000000004 -0.10894 -0.030214999999999999 0.5252300000000002 0.10871500000000002 0.10814500000000002 -0.09583499999999999 -0.06515 0.13849500000000003 -0.14822499999999997 0.09091500000000001 0.022285000000000003 -0.38486499999999996 0.10341500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -4 -8 10 13 -12 -10 -5 -9
right_child=-2 -3 4 9 5 -7 8 14 12 -11 11 -13 -14 -15 -16
leaf_value=0.0020648558164348798 0.0019055947947374129 -0.0004365189039415831 -0.00056100758892729764 2.5519589594911255e-05 0 0.00072546680843814197 0.00073518806991836256 0 -0.00018945172536892737 0.00052370094909079303 0.00060040271558183434 -4.6003864422112998e-05 0.00032358528930898772 -0.00026442254436501292 -0.00036868377057859743
leaf_weight=46 50 62 58 429 57 65 50 2430 69 60 64 47 86 112 50
leaf_count=46 50 62 58 429 57 65 50 2430 69 60 64 47 86 112 50
internal_value=0 4.44551e-05 5.29119e-05 0.000191056 1.60771e-05 0.000381628 0 -2.04938e-05 0.000251296 6.88459e-05 2.57325e-05 0.000319324 8.99196e-05 -3.29922e-05 -7.52265e-06
internal_weight=0 3685 3623 758 2865 122 2743 2538 205 712 652 111 155 541 2480
internal_count=3735 3685 3623 758 2865 122 2743 2538 205 712 652 111 155 541 2480
is_linear=0
shrinkage=0.0995203


Tree=7639
num_leaves=16
num_cat=0
split_feature=20 29 1 1 6 20 20 20 3 0 3 8 8 19 8
split_gain=0.0202954 0.00202904 0.00152928 0.0122156 0.0014419 0.00168371 0.00372699 0.0024124 0.000992036 0.0010785 0.00225274 0.00102474 0.00256173 0.00200598 0.00102093
threshold=-0.41270499999999993 -0.11373499999999999 0.059230000000000012 0.067120000000000027 -0.031674999999999995 -0.073489999999999986 -0.048779999999999997 -0.080324999999999994 0.13085500000000003 0.12433000000000002 0.10426500000000002 0.0012600000000000003 0.0073150000000000012 -0.010815 -0.082244999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 -4 5 7 -7 -5 9 11 -11 13 -13 -3 -10
right_child=1 2 3 4 -6 6 -8 -9 14 10 -12 12 -14 -15 -16
leaf_value=0.0021179659038707693 -0.00058597834623204815 0.00056818013730544506 0.0014145908773821503 0.00010681793618171078 -0.00034899437061846109 0.0009589339821560811 8.016179120145786e-05 -0.00075085738022435001 0 -0.00014663960300755521 0.00078690726188185853 -0.00080801158829729919 -4.233813255657892e-05 -5.1431795915497645e-06 0.00057339435604548007
leaf_weight=47 51 62 71 86 82 55 390 51 57 49 51 54 232 2335 62
leaf_count=47 51 62 71 86 82 55 390 51 57 49 51 54 232 2335 62
internal_value=0 3.62488e-05 4.51991e-05 0.000173516 3.95776e-05 9.57315e-05 0.000190614 -0.000206487 1.24178e-05 9.12107e-08 0.000321283 -1.15751e-05 -0.000189768 9.3447e-06 0.000293814
internal_weight=0 3688 3637 735 664 582 445 137 2902 2783 100 2683 286 2397 119
internal_count=3735 3688 3637 735 664 582 445 137 2902 2783 100 2683 286 2397 119
is_linear=0
shrinkage=0.0995203


Tree=7640
num_leaves=24
num_cat=0
split_feature=6 26 26 8 0 8 26 2 26 5 29 6 2 8 22 1 8 1 26 5 6 5 0
split_gain=0.00139885 0.0013663 0.00248285 0.00125789 0.00110826 0.000970981 0.000939273 0.00175927 0.00332167 0.00199257 0.00291287 0.00118629 0.00112014 0.0024826 0.00129043 0.000889892 0.00134954 0.00207931 0.003125 0.00143306 0.00283395 0.00166612 0.00121872
threshold=-0.03764 0.12086000000000002 0.11699500000000003 0.11446000000000002 -0.049174999999999996 0.056535000000000009 -0.025024999999999999 -0.072624999999999981 -0.14033499999999999 -0.41397 -0.077259999999999995 -0.050699999999999995 -0.080644999999999994 -0.073999999999999996 0.079065000000000024 0.18123500000000006 -0.091284999999999991 -0.078729999999999994 0.085465000000000027 -0.074569999999999984 0.086420000000000011 -0.042209999999999991 -0.087724999999999984
decision_type=2 2 2 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 6 7 8 -1 -9 -11 12 13 -8 -14 16 17 22 -19 20 -18 -21 -2
right_child=1 4 -4 -5 -6 -7 11 9 -10 10 -12 -13 14 -15 -16 -17 19 18 -20 21 -22 -23 -24
leaf_value=3.8180969588779786e-05 0.0001888701175398931 0.00048158182638853266 -0.00070527924387775594 0.00041205869749911432 -0.00011241199730008155 -0.00032552048092627904 5.9952898579314219e-05 -0.00033294013121752902 -0.001017551607772223 -4.7642461500536051e-05 0.00093749001604951656 0.00045824460008953878 -8.119366532857646e-05 0.0007844994858455962 0.0002731041072970684 -0.00046745310792761275 9.1352906093425011e-05 -1.5885104327542751e-05 0.0010904506380795822 0.00028685131932092438 -0.00062552498380383508 -0.00010697616632690565 -0.00027272452035596037
leaf_weight=65 105 73 67 83 51 79 228 78 52 80 46 76 583 60 123 60 87 53 46 115 139 1293 121
leaf_count=65 105 73 67 83 51 79 228 78 52 80 46 76 583 60 123 60 87 53 46 115 139 1293 121
internal_value=0 -8.81806e-05 -0.000107527 3.47959e-05 0.000230676 1.29378e-05 3.27486e-05 -0.000115536 -0.000424037 5.73852e-05 0.000305512 7.79991e-05 4.81024e-05 0.000213743 -1.8308e-05 -8.72854e-05 -7.52238e-05 0.000108714 0.000489901 -0.00011231 -0.000345937 -7.42284e-05 -5.46446e-05
internal_weight=0 2210 2086 1553 124 1470 1391 321 117 204 126 1070 994 288 706 2019 1959 325 99 1634 226 1408 226
internal_count=3763 2210 2086 1553 124 1470 1391 321 117 204 126 1070 994 288 706 2019 1959 325 99 1634 226 1408 226
is_linear=0
shrinkage=0.0995203


Tree=7641
num_leaves=24
num_cat=0
split_feature=8 6 26 26 6 0 26 18 0 0 8 30 18 7 30 1 18 18 0 8 6 18 5
split_gain=0.00113677 0.00104915 0.00176568 0.00202336 0.00241657 0.000915191 0.00183358 0.00208357 0.00143342 0.00294281 0.00122253 0.000750516 0.000744118 0.000900913 0.000907462 0.00168185 0.000554237 0.000781678 0.000501901 0.000406471 0.00100151 0.000599617 0.000510254
threshold=-0.10337499999999999 0.084050000000000027 0.12086000000000002 0.11377500000000003 0.095080000000000012 -0.082404999999999992 0.090455000000000021 -0.077844999999999998 -0.081674999999999984 -0.081094999999999987 -0.083504999999999982 0.10721500000000002 0.14607000000000003 -0.009689999999999999 0.090320000000000025 0.50996500000000011 0.10085500000000001 0.086285000000000014 -0.095114999999999991 -0.51030999999999993 -1.0000000180025095e-35 -0.018629999999999997 -0.4345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 11 3 5 -5 6 7 -3 -7 -10 -8 12 13 -2 15 -15 17 19 -18 -1 22 -22 -21
right_child=1 2 -4 4 -6 8 10 -9 9 -11 -12 -13 -14 14 -16 -17 18 -19 -20 20 21 -23 -24
leaf_value=0.00037320371379994765 -0.00040597145374739684 -0.00072399487835757433 0.00032469417020140217 -0.0011073076652848694 -9.3536589788983961e-05 0.0003407648821571052 -0.000230192272830221 -3.5607347148558712e-05 -0.00082085356655408812 -1.4355588510033446e-05 -0.00096890996187062547 0.00035620506958327437 0.00028270464321408751 -2.3274135872250321e-05 -0.0003630614021321425 0.00050848546266487194 0.00051668682624319347 -0.00032284098270140958 5.2542959785220687e-05 4.055134400257788e-05 -0.00043533619404164395 2.6667287298538459e-05 0.00041627447118727085
leaf_weight=50 62 50 80 47 50 87 48 364 50 455 48 54 77 1696 73 61 57 47 46 82 48 59 72
leaf_count=50 62 50 80 47 50 87 48 364 50 455 48 54 77 1696 73 61 57 47 46 82 48 59 72
internal_value=0 -5.40913e-05 -0.000124694 -0.000155361 -0.000593185 -0.00011608 -0.000214066 -0.000120723 -3.02837e-05 -9.5828e-05 -0.000608079 -9.04946e-06 -1.94824e-05 -3.22134e-05 -1.91032e-05 -4.34643e-06 0.000112332 5.106e-05 0.000317347 0.000110198 5.66775e-05 -0.000172936 0.00022153
internal_weight=0 3302 1279 1199 97 1102 510 414 592 505 96 2023 1969 1892 1830 1757 461 358 103 311 261 107 154
internal_count=3763 3302 1279 1199 97 1102 510 414 592 505 96 2023 1969 1892 1830 1757 461 358 103 311 261 107 154
is_linear=0
shrinkage=0.0995203


Tree=7642
num_leaves=28
num_cat=0
split_feature=6 5 5 5 6 1 8 8 3 1 2 2 17 17 1 27 26 2 8 8 6 21 3 3 3 8 8
split_gain=0.000944582 0.00146516 0.00344152 0.00313601 0.00211494 0.00223683 0.00365674 0.00149954 0.00272306 0.00650658 0.0031854 0.00227339 0.00592363 0.00234705 0.00125653 0.000867927 0.000853073 0.000568075 0.000495489 0.000978888 0.00188284 0.000927875 0.00147069 0.00285048 0.00117597 0.000515168 0.001534
threshold=0.086965000000000028 -0.061665000000000005 -0.042209999999999991 -0.06971999999999999 0.091615000000000016 -0.072005 -0.07034 -0.077074999999999991 0.10871500000000002 -0.083284999999999984 -0.082644999999999982 -0.070354999999999987 0.26760500000000004 0.10932500000000002 -0.079250000000000001 0.11470500000000003 0.50635500000000022 -0.068279999999999993 -0.014854999999999998 -0.061684999999999997 -0.10567 0.13042000000000004 0.11339500000000001 0.10871500000000002 0.12168500000000003 -0.068099999999999994 -0.071594999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 3 -3 4 14 6 -6 11 9 10 -9 12 13 -4 -2 16 18 -7 19 25 -21 22 23 -20 -24 26 -1
right_child=1 2 7 -5 5 17 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 21 20 -22 -23 24 -25 -26 -27 -28
leaf_value=2.6639751599510952e-06 -0.00066507767692564155 0.00072458331513916075 -0.00021546621282838633 -0.0010111084311137215 -0.00017712413374275433 -0.00052753968128136524 0.0010468401289907207 0.00030945112399182649 -0.00045833152697702525 0.00094164729160975435 -0.00083558443574343938 0.00047591872557514064 -0.001276557867812899 0.00051684295621394396 -3.8226675030937773e-05 0.0003980536973998514 -0.00041636442751729691 -1.6372223645568707e-05 -0.0001062490096948292 -0.00013724697855272468 0.00064022168551791268 0.00026891567122986953 -0.00073159532628335323 0.00057112223357010821 -0.00010305528242324466 -0.00028020269102723198 0.0005170605891479294
leaf_weight=1419 91 56 349 49 49 46 46 48 60 86 47 46 50 49 53 54 49 47 559 52 71 76 59 69 66 57 60
leaf_count=1419 91 56 349 49 49 46 46 48 60 86 47 46 50 49 53 54 49 47 559 52 71 76 59 69 66 57 60
internal_value=0 -0.000104332 -2.59559e-05 -0.000264902 -0.000152303 6.37414e-05 0.000406915 -8.42537e-05 0.000117196 0.000312502 -0.000248423 -0.000184189 -0.000253795 -0.000123251 -0.000440047 3.05352e-06 -5.03139e-06 -0.00027801 2.7406e-06 3.44492e-05 0.00030488 -5.97273e-05 -9.39843e-05 -3.05209e-05 -0.000406275 1.22606e-05 2.40855e-05
internal_weight=0 1172 791 381 332 188 95 735 241 181 95 494 448 398 144 2591 2537 93 2488 1659 123 829 753 628 125 1536 1479
internal_count=3763 1172 791 381 332 188 95 735 241 181 95 494 448 398 144 2591 2537 93 2488 1659 123 829 753 628 125 1536 1479
is_linear=0
shrinkage=0.0995203


Tree=7643
num_leaves=22
num_cat=0
split_feature=6 8 8 9 4 10 17 26 26 26 21 8 26 17 26 4 6 17 8 17 6
split_gain=0.000899985 0.000982742 0.000918628 0.00218261 0.00418817 0.000587001 0.00100225 0.000990617 0.00291718 0.00133923 0.000953405 0.00201404 0.0013299 0.000460373 0.000610211 0.0005436 0.000729389 0.000507698 0.00041241 0.000280448 0.000182924
threshold=0.23663500000000004 -0.10337499999999999 0.10228000000000002 0.11351500000000002 0.096160000000000009 0.086165000000000019 -0.42946499999999999 0.089625000000000024 0.091195000000000012 0.088875000000000023 0.092470000000000011 -0.070134999999999989 0.084355000000000027 -0.0069749999999999994 0.047170000000000011 0.11706000000000001 -0.040424999999999996 -0.072659999999999988 -0.41646 -0.12647999999999998 -0.03764
decision_type=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 20 6 10 9 -9 -8 12 -12 -3 17 18 16 -16 19 -15 -1 -4
right_child=-2 2 3 -5 -6 -7 7 8 -10 -11 11 -13 -14 14 15 -17 -18 -19 -20 -21 -22
leaf_value=-1.9899024659615313e-05 -0.00043523531013275998 -3.3202480503826999e-05 0.00015061938096440683 -0.00037450509057420392 0.0011247390710287235 -0.00036764711727783325 -4.9079751345834821e-05 -0.00058474401326475984 -7.6654891121386346e-05 0.000332416662035302 -0.00040396683848826473 0.00024015838052404524 0.00049534551585701423 -0.00010752983916388053 0.00047390459425516605 0.00062048856091141528 -6.8424316612435143e-05 -0.0002554918498380374 0.00023285774913078846 0.00028255707686720326 -0.00010633492905479789
leaf_weight=64 53 80 50 55 48 59 1683 135 691 96 88 105 106 77 46 48 48 57 63 51 60
leaf_count=64 53 80 50 55 48 59 1683 135 691 96 88 105 106 77 46 48 48 57 63 51 60
internal_value=0 -2.11874e-05 -4.05e-05 0.000158319 0.000348977 -5.46857e-05 -4.82235e-05 -7.04095e-05 -0.000160687 -2.80329e-05 0.000102109 -4.92945e-05 0.000263612 0.000115516 0.000193933 0.000340132 0.000188262 -8.29164e-06 3.97973e-05 0.000107115 3.02045e-06
internal_weight=0 3710 3256 213 158 3043 2984 2605 826 1779 379 193 186 454 282 142 94 172 140 115 110
internal_count=3763 3710 3256 213 158 3043 2984 2605 826 1779 379 193 186 454 282 142 94 172 140 115 110
is_linear=0
shrinkage=0.0995203


Tree=7644
num_leaves=16
num_cat=0
split_feature=28 29 8 8 18 18 6 9 0 1 9 6 8 1 18
split_gain=0.0116652 0.00786973 0.00312884 0.0135922 0.00180702 0.0152806 0.00184204 0.00137893 0.00136417 0.00185251 0.00618256 0.00140077 0.00126241 0.000817164 0.00108534
threshold=0.083225000000000021 0.12175500000000002 -0.10337499999999999 -0.11257499999999999 -0.088385000000000005 -0.089929999999999996 -0.10287 -0.10165 0.12433000000000002 -0.083284999999999984 0.091965000000000033 0.14653500000000005 -0.073999999999999996 0.012830000000000003 0.10085500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -4 -1 9 10 -6 -11 -8 14 -9
right_child=-2 -3 4 -5 8 -7 12 13 -10 11 -12 -13 -14 -15 -16
leaf_value=0.00042661168474281927 -0.0012878039247531477 -0.0011994398741642135 0.00060809445608397158 0.0017459931509750525 -8.6546447984066707e-05 0.0017613875060630553 0.00015169233850673042 -6.8325361967820199e-05 0.00037303088992829273 1.9866906328585142e-05 -0.0012096078884178531 -0.0004106180591312057 -0.0001386985914627479 -0.00028407777876759477 0.0004734416862862853
leaf_weight=83 68 51 49 56 435 54 241 124 81 1850 55 78 382 89 51
leaf_count=83 68 51 49 56 435 54 241 124 81 1850 55 78 382 89 51
internal_value=0 2.76311e-05 4.51061e-05 0.000306637 1.2171e-05 0.000150558 1.98983e-05 7.19897e-05 -2.77051e-05 -4.14679e-05 -0.000214275 2.02641e-06 -2.50504e-05 -3.64005e-05 8.48833e-05
internal_weight=0 3679 3628 403 3225 726 672 347 2499 2418 490 1928 623 264 175
internal_count=3747 3679 3628 403 3225 726 672 347 2499 2418 490 1928 623 264 175
is_linear=0
shrinkage=0.0995203


Tree=7645
num_leaves=19
num_cat=0
split_feature=28 29 8 8 18 18 3 3 18 2 2 0 20 3 9 3 26 5
split_gain=0.00945897 0.00638195 0.0025364 0.0110204 0.00146748 0.0123883 0.00197998 0.00286729 0.00209216 0.00195151 0.00351595 0.00130882 0.00121029 0.00141994 0.00113542 0.00118177 0.000953461 0.000657308
threshold=0.083225000000000021 0.12175500000000002 -0.10337499999999999 -0.11257499999999999 -0.088385000000000005 -0.089929999999999996 0.089165000000000022 0.091140000000000013 -0.14624999999999996 -0.086169999999999983 -0.086554999999999993 0.12433000000000002 -0.09280999999999999 0.10850000000000003 -0.20504500000000001 0.11896500000000003 0.088115000000000013 -0.092864999999999989
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 -8 -4 10 11 -6 13 -11 -1 17 -14 -16
right_child=-2 -3 4 -5 9 -7 7 -9 -10 12 -12 -13 16 -15 15 -17 -18 -19
leaf_value=0.00042018192022795687 -0.0011596414034646871 -0.0010800713467821427 -0.00027818534901562176 0.0015722312765608715 -0.0001763617301828221 0.0015860938212461674 -0.00079228050154808098 -1.4181441948433438e-05 0.00036688903101917965 -1.772635079360051e-05 -0.00101226626419588 0.00033753632264808879 0.00010798133205526185 -0.00071944402705731642 -9.7373808109075361e-05 -0.00034583551213852626 -3.3934705218196093e-05 0.00026658267256368217
leaf_weight=71 68 51 63 56 402 54 55 335 219 82 48 55 973 46 84 81 893 111
leaf_count=71 68 51 63 56 402 54 55 335 219 82 48 55 973 46 84 81 893 111
internal_value=0 2.48812e-05 4.06396e-05 0.00027612 1.09597e-05 0.000135687 1.7918e-05 -0.000126012 0.000219874 -2.49479e-05 -0.000199845 -0.000112723 1.89359e-05 -0.000276302 6.45905e-05 -2.39181e-05 3.96268e-05 0.000105603
internal_weight=0 3679 3628 403 3225 726 672 390 282 2499 505 457 1994 128 347 276 1866 195
internal_count=3747 3679 3628 403 3225 726 672 390 282 2499 505 457 1994 128 347 276 1866 195
is_linear=0
shrinkage=0.0995203


Tree=7646
num_leaves=18
num_cat=0
split_feature=28 7 8 8 6 6 26 2 8 8 17 2 2 26 29 8 6
split_gain=0.00766837 0.00537997 0.00148014 0.00965117 0.00171206 0.00865316 0.0019563 0.00203286 0.0042805 0.00187009 0.00138341 0.00109126 0.00112641 0.0010177 0.00110286 0.000813491 0.000591582
threshold=0.083225000000000021 0.10781500000000002 -0.10337499999999999 -0.11257499999999999 0.091025000000000023 0.09278500000000002 0.085635000000000031 -0.086169999999999983 -0.085089999999999985 -0.049499999999999995 0.50644500000000015 0.50951500000000005 0.31852000000000008 0.085235000000000019 -0.085039999999999991 -0.076554999999999998 -0.083069999999999991
decision_type=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 13 8 -8 -9 15 12 16 14 -4 -7 -1
right_child=-2 -3 4 -5 5 10 7 9 -10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.00014063072534160564 -0.0010442336766327198 -0.0010129639072458513 0.00036084432295089186 0.0014416095311598324 0.0010801995546388839 9.253372163551548e-05 -0.0011927658836418901 -1.5065529950152123e-05 -0.00012256179307609742 -0.00050391808377088629 0.00038876697702467001 0.00044711658268954349 -0.00037326053436714617 0.00048590903407897984 1.0035384934148566e-05 -0.00015524871150453715 0.0001866297462653635
leaf_weight=85 68 49 96 55 87 238 52 830 136 86 86 52 78 52 1264 287 146
leaf_count=85 68 49 96 55 87 238 52 830 136 86 86 52 78 52 1264 287 146
internal_value=0 2.22943e-05 3.64944e-05 0.000213266 1.33595e-05 0.000151428 -2.46187e-05 -0.000124085 -0.00042293 -6.18559e-05 1.78406e-05 2.38544e-05 -4.47249e-05 5.25711e-05 3.54003e-05 -4.13614e-05 6.26654e-05
internal_weight=0 3679 3630 416 3214 698 2516 1104 188 916 611 361 309 1412 1360 525 231
internal_count=3747 3679 3630 416 3214 698 2516 1104 188 916 611 361 309 1412 1360 525 231
is_linear=0
shrinkage=0.0995203


Tree=7647
num_leaves=15
num_cat=0
split_feature=28 29 8 8 0 4 0 5 1 1 1 8 2 3
split_gain=0.00621805 0.00493901 0.00173376 0.00720226 0.00123311 0.00323136 0.00185309 0.00115657 0.00101661 0.0114977 0.00168793 0.000753763 0.00137594 0.000511983
threshold=0.083225000000000021 0.12175500000000002 -0.10337499999999999 -0.11257499999999999 -0.23058999999999999 0.10515500000000001 -0.1525 -0.09583499999999999 -0.087944999999999995 -0.089520000000000002 -0.078729999999999994 -0.50270999999999988 0.35004500000000011 0.11896500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 -4 7 -6 9 -8 -10 -1 13 -13
right_child=-2 -3 4 -5 6 -7 8 -9 10 -11 -12 12 -14 -15
leaf_value=-0.00023298138229592991 -0.00094031126634993006 -0.00095193015978615114 0.00071071462362838926 0.0012766555199360003 -0.00075059430308763316 -0.00033232115769198252 -6.3195893222133825e-06 -5.6910287027422455e-05 -0.00019138426967668244 0.0014848425374185564 2.1978492587653794e-05 0.00011683309216271357 0.00061158788494065431 -0.00022189431765315014
leaf_weight=69 68 51 78 56 52 46 587 49 454 56 1903 170 49 59
leaf_count=69 68 51 78 56 52 46 587 49 454 56 1903 170 49 59
internal_value=0 2.00756e-05 3.3965e-05 0.000228672 9.38041e-06 0.00031718 -2.66363e-06 -0.00042216 1.11865e-05 0.000122275 -1.87716e-05 5.71854e-05 0.00013215 2.59879e-05
internal_weight=0 3679 3628 403 3225 124 3101 101 3000 643 2357 347 278 229
internal_count=3747 3679 3628 403 3225 124 3101 101 3000 643 2357 347 278 229
is_linear=0
shrinkage=0.0995203


Tree=7648
num_leaves=16
num_cat=0
split_feature=29 19 1 1 8 17 17 6 6 3 6 0 20 20 22
split_gain=0.0104954 0.00229548 0.00161964 0.017454 0.00116315 0.00098551 0.000844994 0.00083021 0.00184791 0.00136498 0.0011587 0.00148205 0.000674473 0.00364616 0.00139528
threshold=0.097185000000000021 -0.15196499999999999 -0.095674999999999996 -0.10771499999999999 0.099175000000000027 -0.56655999999999984 -0.43376500000000001 0.086965000000000028 0.085955000000000018 0.12870500000000004 0.087515000000000023 -0.085794999999999996 -0.0081349999999999981 -0.011915 0.079065000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -7 8 12 10 -9 -12 13 -4 -14
right_child=-2 2 7 -5 -6 6 -8 9 -10 -11 11 -13 14 -15 -16
leaf_value=-0.00068033426806862242 0.0011000175588987853 -0.00046207714124994986 1.8116648949830634e-05 0.0020179086978736609 0.00042560894982767382 0.00029159956952612675 -6.2605541785158188e-05 -0.00057632819782512811 0.00056993725806725871 0.00045004255683672197 0.00018505512711393689 -0.00013812057926062532 -0.0001281629425868756 0.00073120393347434409 0.00019967383431941172
leaf_weight=46 91 49 1133 47 60 84 321 49 62 46 172 734 590 76 163
leaf_count=46 91 49 1133 47 60 84 321 49 62 46 172 734 590 76 163
internal_value=0 1.75528e-05 2.67334e-05 0.000182058 1.25956e-05 -4.01846e-05 8.83795e-06 -1.80169e-06 3.45859e-05 -7.61943e-05 -0.000102399 -7.58636e-05 1.72513e-05 6.36198e-05 -5.61098e-05
internal_weight=0 3632 3586 561 514 454 405 3025 2024 1001 955 906 1962 1209 753
internal_count=3723 3632 3586 561 514 454 405 3025 2024 1001 955 906 1962 1209 753
is_linear=0
shrinkage=0.0995203


Tree=7649
num_leaves=16
num_cat=0
split_feature=29 19 10 9 9 17 20 20 17 1 0 8 9 1 9
split_gain=0.00850886 0.00186199 0.00176144 0.000987347 0.00830359 0.0167644 0.00141215 0.00605062 0.00185109 0.00120675 0.0035894 0.00611285 0.00197608 0.00179117 0.00106659
threshold=0.097185000000000021 -0.15196499999999999 0.09056500000000002 0.085280000000000022 0.084795000000000023 -0.013125 -0.0088249999999999978 -0.015594999999999999 -0.09744499999999999 -0.083284999999999984 -0.081195000000000003 -0.083504999999999982 0.095950000000000021 -0.082039999999999988 0.097365000000000021
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 -3 -8 10 11 -5 -12 -11 -15
right_child=-2 2 -4 9 5 -7 8 -9 -10 13 12 -13 -14 14 -16
leaf_value=-0.00061262725772747969 0.00099054354331992766 2.6725724637564836e-05 0.00048617699249955048 -0.00010835738741951476 0.0022807846066732963 -0.00017122138128485608 -0.00035547461191183066 0.0012123891759181359 5.0451950024818362e-06 0.0006083852569161854 0.00015288384696785973 -0.0015047912621514712 -0.00043869558903361611 -6.2478090731562285e-05 0.0001165929906906319
leaf_weight=46 91 477 80 92 49 62 181 47 620 48 238 48 73 1102 469
leaf_count=46 91 477 80 92 49 62 181 47 620 48 238 48 73 1102 469
internal_value=0 1.58508e-05 2.4141e-05 1.33648e-05 7.69353e-05 0.000903821 7.04622e-06 0.000134636 -7.53986e-05 -3.03399e-05 -0.000174404 -0.000592982 1.13921e-05 9.28584e-06 -8.49784e-06
internal_weight=0 3632 3586 3506 1436 111 1325 524 801 2070 451 140 311 1619 1571
internal_count=3723 3632 3586 3506 1436 111 1325 524 801 2070 451 140 311 1619 1571
is_linear=0
shrinkage=0.0995203


Tree=7650
num_leaves=20
num_cat=0
split_feature=29 1 1 10 20 20 20 2 22 11 7 3 3 18 18 17 6 18 2
split_gain=0.00711994 0.00155847 0.0138168 0.00153789 0.000964442 0.00287503 0.00104224 0.00569681 0.00101925 0.000965637 0.00131084 0.000837647 0.00346181 0.00155241 0.00287376 0.00097773 0.000775794 0.00123454 0.00128373
threshold=0.12330000000000002 -0.095674999999999996 -0.10771499999999999 0.086275000000000018 -0.09280999999999999 -0.097769999999999996 -0.085594999999999991 -0.086414999999999992 0.12223500000000002 -0.16269500000000001 -0.10984999999999999 0.10457000000000002 0.10892000000000003 -0.14624999999999996 -0.093649999999999997 -0.059294999999999994 0.23663500000000004 0.0036600000000000005 -0.087245000000000003
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 16 7 -6 9 -8 -11 13 -13 -1 -15 -14 17 18 -3
right_child=-2 4 -4 -5 6 -7 8 -9 -10 10 -12 12 15 14 -16 -17 -18 -19 -20
leaf_value=-0.00043233839229005428 0.0011814472376570138 -0.00044096633998862308 0.0018050587377542141 0.00045804420654768982 -0.00046046498953510593 -0.00085977844547066823 0.00043495293497296321 0.0010162351673075108 0.00042142455975042396 -0.00051962587824561784 -9.4089147956803252e-06 -0.00095604830936141933 0.00040416217991718115 0.0007314397120405582 -3.5167188259104727e-05 -0.00020826723356999 -0.00040585638146176307 0.00044043066093023796 0.00015124664537611817
leaf_weight=54 53 64 47 70 48 51 47 55 55 51 2540 46 49 64 192 53 46 57 81
leaf_count=54 53 64 47 70 48 51 47 55 55 51 2540 46 49 64 192 53 46 57 81
internal_value=0 1.91806e-05 0.000169711 2.25893e-05 -8.52092e-06 -0.000178543 9.36824e-06 0.000320117 -2.21306e-06 -1.13559e-05 -1.97677e-05 -4.21776e-05 -0.000237922 4.8634e-05 0.000153287 7.79134e-05 -3.51496e-05 4.52163e-05 -0.000104498
internal_weight=0 3670 575 528 3095 299 2796 103 2693 2638 2591 458 148 310 256 102 248 202 145
internal_count=3723 3670 575 528 3095 299 2796 103 2693 2638 2591 458 148 310 256 102 248 202 145
is_linear=0
shrinkage=0.0995203


Tree=7651
num_leaves=16
num_cat=0
split_feature=23 28 1 1 10 9 9 3 3 3 3 0 9 9 0
split_gain=0.00406838 0.00161021 0.00119333 0.011339 0.00133096 0.00115796 0.00110317 0.000864832 0.00183376 0.0014072 0.00135028 0.00138467 0.000733036 0.001378 0.00100149
threshold=-0.069894999999999999 0.094675000000000023 -0.095674999999999996 -0.10771499999999999 0.086275000000000018 0.09518500000000002 0.083760000000000015 0.11404500000000002 0.11252000000000002 0.11578500000000001 0.11769000000000002 -0.13417999999999999 0.091885000000000022 0.094685000000000033 -0.074094999999999994
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 -2 8 12 -9 -11 -12 14 -14 -4
right_child=1 -3 7 -5 -6 -7 -8 9 -10 10 11 -13 13 -15 -16
leaf_value=0.00095278633220087581 -8.7836046570969619e-05 0.00058162652273116837 -9.4267923532426451e-06 0.0016254191711505127 0.00042616431276413738 -0.00045246519967244968 0.0002831858432625347 0.00057902293492224422 -0.00062860244961314806 -0.0003822775008428354 0.00042426566329996471 6.8125141247911588e-06 -0.00030975729876010717 -6.6442510044129444e-06 0.0003175971628887952
leaf_weight=47 290 50 1688 47 67 61 109 55 51 63 105 331 232 429 98
leaf_count=47 290 50 1688 47 67 61 109 55 51 63 105 331 232 429 98
internal_value=0 2.0356e-05 1.23907e-05 0.00014415 1.04911e-05 -4.8273e-05 1.14691e-05 -1.21216e-05 -3.7309e-05 9.99716e-05 4.55298e-05 0.000109224 -2.46508e-05 -0.00011427 8.05906e-06
internal_weight=0 3676 3626 574 527 460 399 3052 2498 554 499 436 2447 661 1786
internal_count=3723 3676 3626 574 527 460 399 3052 2498 554 499 436 2447 661 1786
is_linear=0
shrinkage=0.0995203


Tree=7652
num_leaves=18
num_cat=0
split_feature=6 28 26 26 10 10 1 1 17 26 26 3 6 1 27 9 6
split_gain=0.0295722 0.00427394 0.0031396 0.0255791 0.00347304 0.00484798 0.0031712 0.0152182 0.0032098 0.00252273 0.00313163 0.00197053 0.00167359 0.00136952 0.00128117 0.000699494 0.00114852
threshold=0.23663500000000004 0.10017000000000002 0.089075000000000029 0.088545000000000026 0.086165000000000019 0.091445000000000026 -0.084204999999999988 -0.087734999999999994 0.50822500000000015 0.089795000000000028 0.090385000000000021 0.088055000000000022 0.11146500000000002 -0.50763499999999995 -0.0083799999999999986 0.08758500000000001 0.093835000000000016
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 -6 7 15 9 -8 -11 13 -10 -1 -13 -4 -17
right_child=-2 -3 6 -5 5 -7 8 -9 12 10 -12 14 -14 -15 -16 16 -18
leaf_value=0.00041652115273732072 -0.0023745950733465877 0.00091629138113813219 0.00026305027851048325 -0.0018037598046913555 -0.0012089607718754679 8.8015415170173336e-05 0.00062247532685489216 0.001921581354966713 0.00013028052519054847 -0.00085369855810492118 -2.4953250172211177e-05 -0.00038625388243329953 0.00098462126593439341 -0.00013101075911472305 0.00011136206086712282 -0.00036942682117039314 0.00024091457905259773
leaf_weight=47 53 49 76 83 57 55 55 53 47 48 815 53 49 905 1145 75 50
leaf_count=47 53 49 76 83 57 55 55 53 47 48 815 53 49 905 1145 75 50
internal_value=0 -6.57936e-06 -1.9322e-05 -8.77323e-05 -2.44038e-05 -0.000564744 0.000106548 0.000421232 2.69146e-05 -2.94971e-05 -7.19966e-05 3.36337e-06 0.000574878 -0.000103119 8.8664e-05 2.1545e-05 -0.000118741
internal_weight=0 3662 3613 2345 2262 112 1268 254 1014 918 863 2150 96 952 1198 201 125
internal_count=3715 3662 3613 2345 2262 112 1268 254 1014 918 863 2150 96 952 1198 201 125
is_linear=0
shrinkage=0.0995203


Tree=7653
num_leaves=17
num_cat=0
split_feature=20 28 5 9 9 2 9 0 9 0 4 3 17 5 3 25
split_gain=0.0259819 0.00347574 0.00225351 0.00343282 0.00970577 0.0178361 0.00688406 0.00989745 0.00361761 0.00684494 0.00337952 0.00274537 0.00186778 0.00261585 0.00188492 0.0018388
threshold=-0.41270499999999993 0.094675000000000023 0.51100000000000012 0.088285000000000016 0.08888500000000002 -0.082174999999999984 0.087695000000000009 -0.085474999999999982 0.084485000000000018 -0.088084999999999983 0.10343500000000001 0.11462500000000002 0.50822500000000015 0.0053250000000000016 0.14530500000000005 0.096120000000000025
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 -5 8 -8 15 -10 11 -4 14 -14 -6 -2
right_child=1 -3 10 4 12 -7 7 -9 9 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.0023369167686020736 3.5368499355570271e-05 0.00080136625846045266 0.00034280040410416255 0.0025111600162971886 -2.2168718969077509e-05 -7.1797122859419175e-05 8.3924360747002466e-05 -0.0018435404360614117 -0.00074549133561653926 -2.5436689946742416e-05 -0.0010709785130510123 -0.00048834894471495827 -5.7205348039352308e-05 0.00083568356526278519 0.00056416795249988243 0.00066544199886438401
leaf_weight=48 1180 52 71 46 1136 61 52 52 183 467 48 87 60 67 57 48
leaf_count=48 1180 52 71 46 1136 61 52 52 183 467 48 87 60 67 57 48
internal_value=0 -6.14302e-06 -1.79851e-05 1.09116e-06 0.000119024 0.00103098 -8.34053e-05 -0.000871937 -3.9302e-05 -0.000229419 -0.000337643 -0.000109677 4.44802e-05 0.000407401 5.15952e-06 6.06634e-05
internal_weight=0 3667 3615 3409 1427 107 1982 104 1878 650 206 158 1320 127 1193 1228
internal_count=3715 3667 3615 3409 1427 107 1982 104 1878 650 206 158 1320 127 1193 1228
is_linear=0
shrinkage=0.0995203


Tree=7654
num_leaves=15
num_cat=0
split_feature=20 18 28 3 3 17 17 5 4 18 9 18 2 5
split_gain=0.0210677 0.00876226 0.00300099 0.00236582 0.0109119 0.00411318 0.00861694 0.00275924 0.0027609 0.00198574 0.00181063 0.00149667 0.00456609 0.00139164
threshold=-0.41270499999999993 0.26473000000000008 0.10017000000000002 0.089095000000000021 0.088845000000000021 0.061900000000000018 0.10932500000000002 0.41370500000000004 0.10343500000000001 -0.12881499999999999 0.084485000000000018 0.11835500000000003 -0.076524999999999996 -0.097345000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 10 -7 11 9 -9 -2 13 -13 -5
right_child=1 -3 -4 7 -6 6 -8 8 -10 -11 -12 12 -14 -15
leaf_value=-0.0021043465033166765 0.00013869777812607165 0.0010890343519045264 0.00074534979265441505 -2.7203480599314726e-05 -0.001647028169703755 -0.0015208795246601883 -0.00011185479901897891 -0.00029156777019466375 -0.00094525643490355111 0.00043232992205490136 -0.00011609264428868591 -0.00094146937710612737 9.2526275126885441e-05 0.00016516538856226138
leaf_weight=48 476 71 49 548 46 58 172 154 50 49 657 57 160 1120
leaf_count=48 476 71 49 548 46 58 172 154 50 49 657 57 160 1120
internal_value=0 -5.50945e-06 -2.7348e-05 -3.82532e-05 -0.000138469 -8.69563e-05 -0.000470734 2.74091e-05 -0.000280554 -0.000112801 -8.32665e-06 6.91775e-05 -0.000175304 0.000101474
internal_weight=0 3667 3596 3547 1409 1363 230 2138 253 203 1133 1885 217 1668
internal_count=3715 3667 3596 3547 1409 1363 230 2138 253 203 1133 1885 217 1668
is_linear=0
shrinkage=0.0995203


Tree=7655
num_leaves=18
num_cat=0
split_feature=6 8 6 8 8 10 5 17 17 6 5 5 17 5 17 8 8
split_gain=0.0193272 0.00272622 0.00727964 0.00300932 0.00698408 0.00300276 0.00174909 0.00207607 0.0131776 0.0018854 0.000686197 0.00136718 0.000893041 0.00061559 0.000811919 0.000519081 0.000116031
threshold=0.23663500000000004 -0.11061499999999999 0.090845000000000023 -0.091754999999999989 -0.092844999999999997 0.090150000000000022 0.63455500000000009 -0.11741999999999998 -0.14384499999999997 0.10877500000000002 -0.25464999999999999 -0.072054999999999994 -0.012754999999999999 -0.081415000000000001 0.066010000000000027 -0.47145500000000001 -0.16019999999999998
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 13 6 7 8 -5 -9 15 -12 16 14 -3 -1 -13
right_child=-2 3 -4 5 -6 -7 -8 9 -10 -11 11 12 -14 -15 -16 -17 -18
leaf_value=0.00013880317570840985 -0.0019164939190834623 -0.0004247370655939959 0.0013526949378526516 -2.3172629901617727e-05 -0.0013778688879106154 -0.00073301039947316535 0.0006179632872328829 1.7758636266749413e-05 -0.0016278147880474741 0.00033770142914072197 0.00048728919494264966 -0.00030782727405057666 0.00034185415415259374 0.00014025675153284605 5.087982047969912e-05 -0.00025766907338770572 -5.6343671066769379e-05
leaf_weight=52 53 80 51 662 53 55 46 1967 55 202 90 46 47 70 59 81 46
leaf_count=52 53 80 51 662 53 55 46 1967 55 202 90 46 47 70 59 81 46
internal_value=0 -2.09068e-06 0.000238512 -3.29271e-05 -0.000356365 -4.28318e-06 9.10747e-06 -3.13445e-07 -0.000147404 4.79325e-05 7.92797e-05 0.000184946 -4.92604e-06 -9.34059e-05 -0.000216967 -9.65023e-05 -0.000190984
internal_weight=0 3662 413 3249 262 2987 2932 2886 717 2169 362 229 139 209 139 133 92
internal_count=3715 3662 413 3249 262 2987 2932 2886 717 2169 362 229 139 209 139 133 92
is_linear=0
shrinkage=0.0995203


Tree=7656
num_leaves=34
num_cat=0
split_feature=17 3 9 17 17 18 9 9 9 21 8 8 8 8 17 17 8 3 1 1 18 1 8 1 4 18 17 18 1 9 1 1 18
split_gain=0.00403419 0.00485117 0.0143928 0.00410745 0.0232451 0.00862664 0.0147473 0.00246452 0.00503299 0.00172713 0.00161186 0.00429317 0.00304825 0.00212355 0.00199121 0.00283799 0.0016467 0.00179384 0.00323933 0.00116574 0.001092 0.00126237 0.00161414 0.000838263 0.00120902 0.0011516 0.00368877 0.00130164 0.00101997 0.000813197 0.000748602 0.00189375 8.5736e-05
threshold=0.0031350000000000006 0.084855000000000028 0.083955000000000016 -0.011809999999999999 -0.0096999999999999986 0.086285000000000014 0.087435000000000027 0.11408000000000003 0.10125500000000003 -0.084999999999999992 -0.077784999999999993 -0.073999999999999996 -0.081174999999999983 -0.069785 0.061900000000000018 0.047990000000000012 -0.091134999999999994 0.092395000000000019 -0.0084199999999999987 -0.057259999999999998 0.10665500000000003 -0.049499999999999995 -0.088429999999999995 -0.50290499999999982 0.095805000000000015 0.089505000000000015 -0.065004999999999993 0.086285000000000014 -0.44477499999999998 0.079525000000000026 -0.0012649999999999998 0.18123500000000006 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 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 20 -5 7 -7 8 9 -6 12 -12 16 -13 15 -15 30 18 -18 -16 23 22 -22 24 -1 27 29 28 -25 -27 32 -32 -3
right_child=1 10 -4 4 5 6 -8 -9 -10 -11 11 13 -14 14 19 -17 17 -19 -20 -21 21 -23 -24 25 -26 26 -28 -29 -30 -31 31 -33 -34
leaf_value=0 -0.00011444477300496623 -0.00046862433509529955 0.0020448959791132945 -0.002410800666645712 -0.00057740220470127728 -0.002230079458827341 0.00013101102727157998 -0.0005926748976542147 0.00099801269730948896 2.9281171286433316e-05 0.0011095096634685141 -0.00051538458804907289 -0.00058490551248543661 9.8010298349142285e-05 -0.00033952313288771309 0.001115818199450135 0.0007101062349264076 -0.00013640050641937029 -0.00019796009993610354 0.00017109139983832684 1.6241770366843948e-05 0.00013978679701726293 -0.00070639887192478065 -0.00039142456149598884 0.00061354254492538641 -0.00041836247001516533 0.00085808360949018059 -0.00051013227975367633 2.2110328938734629e-05 0.00016261808229134237 0.00044303994758290119 -0.00033671725913911202 -0.00022154715534257244
leaf_weight=65 77 46 50 47 51 49 55 63 52 510 48 47 85 67 64 48 119 85 56 143 49 60 73 62 58 47 63 51 1242 46 57 67 47
leaf_count=65 77 46 50 47 51 49 55 63 52 510 48 47 85 67 64 48 119 85 56 143 49 60 73 62 58 47 63 51 1242 46 57 67 47
internal_value=0 0.000149821 0.000729244 -7.65053e-05 -0.000260377 -0.000129751 -0.000973555 0 6.0983e-05 -2.44127e-05 7.382e-05 0.000222337 -3.49222e-05 0.000104714 0.000197768 0.000529953 6.13671e-05 0.000231483 0.000414847 9.26548e-06 6.77855e-06 -0.000223884 -0.000409448 3.29714e-05 0.000283111 1.20675e-05 0.00026844 -1.68443e-05 1.8206e-06 -0.000122193 -0.000138686 1.51177e-05 -0.00035256
internal_weight=0 1106 127 2643 827 780 104 676 613 561 979 417 562 369 322 115 477 260 175 207 1816 182 122 1634 123 1511 156 1355 1304 93 217 124 93
internal_count=3749 1106 127 2643 827 780 104 676 613 561 979 417 562 369 322 115 477 260 175 207 1816 182 122 1634 123 1511 156 1355 1304 93 217 124 93
is_linear=0
shrinkage=0.0995203


Tree=7657
num_leaves=34
num_cat=0
split_feature=6 6 26 6 2 2 2 2 6 17 17 17 17 6 8 2 3 3 6 9 9 5 17 2 2 3 3 2 9 8 17 17 17
split_gain=0.00390943 0.00833469 0.0123436 0.00796686 0.00176967 0.00521896 0.00447175 0.0263199 0.00349184 0.00353437 0.00180737 0.00164277 0.0050828 0.00188365 0.00218726 0.00149762 0.00428706 0.00311579 0.00293261 0.00178496 0.00149259 0.00254189 0.00175456 0.00164539 0.00140552 0.00215404 0.00188642 0.00117929 0.00430221 0.000983672 0.000911249 0.00211437 0.00209938
threshold=0.085285000000000014 0.082060000000000022 0.084785000000000013 0.085845000000000019 -0.086304999999999993 -0.087444999999999995 -0.079739999999999991 -0.080644999999999994 -0.013304999999999999 -0.0014149999999999998 0.0031350000000000006 -0.012064999999999999 -0.0090649999999999984 0.089725000000000013 -0.084979999999999986 -0.072419999999999998 0.095630000000000021 0.092115000000000016 0.10877500000000002 0.097510000000000027 0.095415000000000014 -0.012704999999999999 -0.095109999999999986 -0.06674999999999999 -0.241895 0.11089500000000001 0.10293500000000001 -0.077714999999999992 0.090695000000000012 -0.081055000000000002 -0.095109999999999986 -0.12647999999999998 -0.07107999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 24 7 8 10 -10 -6 13 -13 14 -5 16 17 -14 -17 -20 21 -15 -23 -22 -1 26 -26 28 -8 -16 31 -29 -32
right_child=3 2 -4 11 6 -7 27 -9 9 -11 -12 12 15 20 29 18 -18 -19 19 -21 23 22 -24 -25 25 -27 -28 30 -30 -31 32 -33 -34
leaf_value=0.00047053481521211905 0.0014040010633774463 -0.0021731943568262507 -8.1365262376095098e-06 -0.0007422243038511222 2.4805861273480148e-05 0.0010216643835119167 -0.00033042408946979264 -0.0021356976549525941 -7.6226878664101302e-05 -0.0011385241241456106 0.00065537076675310432 0.001164632189336189 0.00021603929587734802 0.00065867658038771789 0.00031841501996167479 -0.00073231276589765188 0.00088764579408786247 -0.00047045398904978632 -0.00021998340575402051 0.00055658375031777127 -0.00065372776711646009 0.00018302250243765577 -0.00044949508604681893 0.00015165616448511207 -3.051832451874986e-05 -0.00049876982470779992 0.00064307448120005776 -5.5496752369418284e-05 0.00097375248743387553 -0.00031569600752325016 0.00040106297306659897 -0.00079155374219722194 -3.5732123201198683e-05
leaf_weight=58 47 46 62 71 203 56 48 70 93 48 59 49 305 82 46 56 76 83 61 55 51 157 60 47 320 86 47 236 51 51 126 47 796
leaf_count=58 47 46 62 71 203 56 48 70 93 48 59 49 305 82 46 56 76 83 61 55 51 157 60 47 320 86 47 236 51 51 126 47 796
internal_value=0 -8.27086e-05 -0.000937871 0.000130899 -4.29576e-05 0.000109469 -9.20541e-05 -0.000354196 -4.27226e-05 -0.000443666 0.000169928 8.2375e-05 0.000186213 -4.20685e-05 -0.000322329 0.000109545 0.000203244 6.70764e-05 -0.000138467 0.000141159 7.44686e-05 0.000186543 4.36032e-06 -0.000259119 7.89991e-06 -4.95266e-05 5.35151e-05 2.40495e-06 0.000333156 -6.54411e-06 -2.40894e-05 -0.000180632 2.30722e-05
internal_weight=0 2452 108 1297 2344 567 1777 473 403 141 262 1250 685 565 168 636 464 388 172 116 397 299 217 98 511 453 367 1304 99 97 1205 283 922
internal_count=3749 2452 108 1297 2344 567 1777 473 403 141 262 1250 685 565 168 636 464 388 172 116 397 299 217 98 511 453 367 1304 99 97 1205 283 922
is_linear=0
shrinkage=0.0995203


Tree=7658
num_leaves=35
num_cat=0
split_feature=6 6 6 18 0 0 21 1 9 29 6 0 0 1 6 6 3 2 18 8 18 2 8 0 0 18 8 1 0 3 4 3 5 4
split_gain=0.00327986 0.020731 0.00511689 0.0119136 0.00227926 0.0115996 0.0263444 0.00307611 0.0012747 0.00426669 0.00172498 0.00358813 0.00192925 0.00126614 0.00121827 0.000969144 0.00228136 0.00631008 0.00899994 0.00419934 0.00315836 0.00197729 0.00290397 0.00134204 0.00283915 0.00431878 0.00383929 0.00165965 0.00740356 0.00661849 0.000820234 0.00172372 0.0013971 0.000251947
threshold=0.082725000000000021 0.049085000000000011 0.085465000000000027 0.083830000000000029 -0.085754999999999984 -0.088694999999999982 0.090095000000000022 -0.007069999999999999 0.11408000000000003 0.093650000000000025 -0.012034999999999999 -0.084665000000000004 -0.083694999999999992 -0.01504 -0.095554999999999987 0.10877500000000002 0.10850000000000003 -0.073884999999999992 -0.070914999999999992 -0.079854999999999995 0.15374500000000005 -0.075899999999999995 -0.064619999999999997 -0.083694999999999992 -0.085794999999999996 -0.0092699999999999987 -0.089594999999999994 -0.083284999999999984 -0.081604999999999997 0.089605000000000018 0.086380000000000026 0.088055000000000022 -0.072535000000000002 0.084960000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 7 -7 9 10 12 -12 -6 14 -1 21 17 19 -19 -17 -18 23 -23 24 26 -26 -4 29 -29 -25 32 -32 -15 -16
right_child=2 -3 15 -5 8 6 -8 -9 -10 -11 11 -13 -14 30 33 16 20 18 -20 -21 -22 22 -24 27 25 -27 -28 28 -30 -31 31 -33 -34 -35
leaf_value=0.000100800507642762 -0.00010851099249366302 -0.0021718810079330696 -0.00020018272929496784 0.0019868514942778417 -0.00068706835417242586 -0.00065111519461248841 -0.0029371367519813885 0.00044823102975576675 -0.00031777727512721413 0.0010286013787150048 0.0010254699110919128 9.5736696856582522e-05 -1.2479054956586903e-05 0.00025182474519898406 -0.00068604902255871693 0.00056059069818563054 0.00023780750847538287 1.3020737294963708e-05 0.0018628537755817772 -0.0007090908022109987 -0.00078902881463213399 -0.00072689395706304139 0.00025509704027024414 0.00025940287024757316 -0.0011707084757665721 5.6590669372130529e-06 0.00064405763230413089 0.0014799341450983843 6.3800214322183338e-05 -0.00099076967337573046 -0.0005569040898467057 1.2914221803802564e-05 -8.4620858009572475e-05 -0.00030851856526389459
leaf_weight=48 63 46 136 46 46 47 46 54 81 46 46 421 516 295 46 46 82 53 53 58 46 80 46 201 51 75 87 47 171 53 63 303 204 47
leaf_count=48 63 46 136 46 46 47 46 54 81 46 46 421 516 295 46 46 82 53 53 58 46 80 46 201 51 75 87 47 171 53 63 303 204 47
internal_value=0 -7.9579e-05 0.000112989 0.000768261 -3.75415e-05 -0.000136766 -0.000962628 -5.52408e-05 6.07176e-05 8.99983e-05 4.72438e-05 0.000189069 -6.91512e-05 -1.52749e-05 -0.000292342 5.67684e-05 0.000201494 0.000404285 0.000945661 -0.00013963 -0.000124816 4.24915e-06 -0.000361892 6.14385e-05 -8.49712e-05 -0.000463993 0.000125514 0.000171429 0.000372869 0 2.89423e-05 -8.29326e-05 0.000112639 -0.000504057
internal_weight=0 2355 1394 109 2309 1153 147 101 1156 1075 1029 467 562 1006 141 1285 338 210 106 104 128 947 126 821 349 126 223 472 218 254 865 366 499 93
internal_count=3749 2355 1394 109 2309 1153 147 101 1156 1075 1029 467 562 1006 141 1285 338 210 106 104 128 947 126 821 349 126 223 472 218 254 865 366 499 93
is_linear=0
shrinkage=0.0995203


Tree=7659
num_leaves=30
num_cat=0
split_feature=6 6 5 6 0 0 9 9 0 5 0 8 5 20 21 26 26 26 5 0 0 0 0 8 8 3 26 9 11
split_gain=0.00282035 0.00764502 0.0125129 0.00628269 0.00191124 0.0204856 0.0012604 0.00396349 0.000948417 0.0019462 0.00146616 0.000938797 0.00213743 0.00258007 0.00217818 0.00212662 0.000930873 0.002181 0.00192416 0.00297419 0.00417996 0.00295737 0.00142881 0.00319785 0.00570804 0.00237276 0.00182491 0.00110533 0.00089185
threshold=0.085285000000000014 0.082060000000000022 -0.087969999999999993 0.085845000000000019 -0.088594999999999993 -0.089674999999999991 0.11408000000000003 0.10814500000000002 -0.085605000000000001 -0.02504 -0.084894999999999984 -0.012329999999999999 -0.095609999999999987 -0.009049999999999999 0.087365000000000012 0.12236500000000003 0.098495000000000013 0.096155000000000018 -0.082635 -0.071029999999999996 -0.067345000000000002 -0.074504999999999988 -0.085794999999999996 -0.089594999999999994 -0.082584999999999992 0.084550000000000028 0.085790000000000019 0.084755000000000011 -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 2 2 2 2 2 2
left_child=1 4 -3 -2 5 11 7 8 9 -6 -10 15 13 -13 -14 28 17 22 -18 21 -21 -20 23 26 -25 -24 -5 -27 -1
right_child=3 2 -4 16 6 -7 -8 -9 10 -11 -12 12 14 -15 -16 -17 18 -19 19 20 -22 -23 25 24 -26 27 -28 -29 -30
leaf_value=-0.00041589044590696172 0.0012421079137667293 -0.0020649606570384998 7.3995899362642802e-05 0.0002778228754504457 0.00067535944829403508 -0.0020023454774309264 -0.00031677264555372777 0.00098100855946539047 -0.00053203286838883652 -5.6667230633377859e-05 3.1034597695013872e-05 -0.00025674731984602877 -4.2817818254285394e-05 0.00052294424104452029 -0.00080625689114621345 0.00069293459644000728 -0.00062444272253402372 0.00070671699511893867 0 -0.0010692978209940059 8.9966473099209357e-05 0.00096050819185477447 -0.00067501004795670391 0.0013685962119552081 3.1752461391347373e-05 0.00039904033992257487 -0.00049272596405556645 -5.8533254725627579e-07 2.6561173854602605e-05
leaf_weight=49 47 49 59 63 66 55 87 46 48 75 989 98 75 73 78 46 53 59 84 46 90 51 48 57 74 79 58 488 559
leaf_count=49 47 49 59 63 66 55 87 46 48 75 989 98 75 73 78 46 53 59 84 46 90 51 48 57 74 79 58 488 559
internal_value=0 -6.99267e-05 -0.000888877 0.0001115 -3.18442e-05 -0.000133291 4.7466e-05 7.40243e-05 3.79123e-05 0.000280178 4.18225e-06 -2.73432e-05 -0.000166371 7.13162e-05 -0.000437373 4.02815e-05 6.83341e-05 0.000119479 -7.53125e-05 2.90613e-05 -0.000296119 0.000362714 7.85727e-05 0.000278187 0.000619682 -1.88935e-06 -8.47657e-05 5.36507e-05 -7.75054e-06
internal_weight=0 2452 108 1297 2344 1033 1311 1224 1178 141 1037 978 324 171 153 654 1250 926 324 271 136 135 867 252 131 615 121 567 608
internal_count=3749 2452 108 1297 2344 1033 1311 1224 1178 141 1037 978 324 171 153 654 1250 926 324 271 136 135 867 252 131 615 121 567 608
is_linear=0
shrinkage=0.0995203


Tree=7660
num_leaves=15
num_cat=0
split_feature=1 3 18 18 8 9 5 5 9 1 17 2 17 17
split_gain=0.00993567 0.00350215 0.0213096 0.00211118 0.00168616 0.00414866 0.00187402 0.00357567 0.00127105 0.00128305 0.00468356 0.00298957 0.00122628 0.000924559
threshold=-0.55579999999999996 0.08400500000000001 -0.095364999999999991 -0.46879999999999999 -0.08569499999999998 0.083715000000000026 -0.43873000000000001 -0.01504 0.15091000000000004 -0.50158499999999984 -0.55380499999999999 0.097285000000000024 -0.54752499999999993 -0.033249999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 13 -6 -8 9 11 -11 -5 -12 -4
right_child=1 3 4 8 6 -7 7 -9 -10 10 12 -13 -14 -15
leaf_value=-0.0014307871406172639 -0.0022180822804730277 0.00062716448400887024 0.00016763325612841396 0.00071714025591280929 0.0002565354643335889 0.00086050912106913602 -0.00093107872815100174 0.00013323924593620001 0.0005080884440305664 -0.00092530207809128737 0.00046700387291895746 -0.00029807184948307369 -7.221968375308136e-06 -0.00039335658894326301
leaf_weight=50 50 55 49 73 51 61 69 55 49 55 55 46 2959 67
leaf_count=50 50 55 49 73 51 61 69 55 49 55 55 46 2959 67
internal_value=0 -1.79959e-05 -0.000295397 1.56301e-05 -1.99627e-05 0.000194069 -0.000241118 -0.000452401 4.98655e-06 -2.48942e-06 -1.51764e-05 0.000317826 1.16019e-06 -0.00014933
internal_weight=0 3694 402 3292 352 177 175 124 3237 3188 3069 119 3014 116
internal_count=3744 3694 402 3292 352 177 175 124 3237 3188 3069 119 3014 116
is_linear=0
shrinkage=0.0995203


Tree=7661
num_leaves=15
num_cat=0
split_feature=1 3 18 10 5 8 9 3 9 9 29 2 5 17
split_gain=0.00805678 0.00283182 0.0172871 0.00230849 0.00426113 0.00136099 0.00336179 0.00161482 0.00120716 0.00293053 0.00457452 0.00144784 0.000869161 0.000751898
threshold=-0.55579999999999996 0.08400500000000001 -0.095364999999999991 0.090150000000000022 0.62720500000000012 -0.08569499999999998 0.083715000000000026 0.081685000000000021 0.11891000000000003 0.11408000000000003 0.12330000000000002 -0.049174999999999996 -0.43873000000000001 -0.033249999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 13 12 9 10 -3 -10 -7 -4
right_child=1 3 5 -5 -6 7 -8 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.0012883948998418844 -0.0019973384659754743 -5.6009626087158861e-06 0.00015095036002031319 -0.00056802797614099402 0.00077284316942772299 0.00032021924524561299 0.00077487107805928517 -0.00066897260927476095 0.00060818074653660006 -0.00067027113926718834 0.00095426937781825107 -6.3172014489150667e-05 -0.00022647602795552375 -0.0003542096631427488
leaf_weight=50 50 2913 49 66 74 47 61 54 71 64 50 54 74 67
leaf_count=50 50 2913 49 66 74 47 61 54 71 64 50 54 74 67
internal_value=0 -1.61388e-05 -0.000265594 1.40745e-05 2.62374e-05 -1.72817e-05 0.000174755 -0.000216191 8.44951e-06 -3.79897e-06 1.03204e-05 0.000311607 -7.35777e-06 -0.000133766
internal_weight=0 3694 402 3292 3226 352 177 175 3152 3027 2963 125 121 116
internal_count=3744 3694 402 3292 3226 352 177 175 3152 3027 2963 125 121 116
is_linear=0
shrinkage=0.0995203


Tree=7662
num_leaves=13
num_cat=0
split_feature=1 3 17 10 10 6 2 0 17 26 36 2
split_gain=0.0065322 0.00229556 0.0153306 0.0018719 0.00341298 0.0017393 0.0013972 0.00100116 0.00102515 0.00088879 0.000881013 0.00132325
threshold=-0.55579999999999996 0.08400500000000001 0.052150000000000009 0.090150000000000022 0.086275000000000018 0.085760000000000017 -0.24163499999999999 -0.233955 -0.42946499999999999 0.086835000000000009 0.088355000000000031 -0.032624999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 6 9 -3 -8 -9 10 11 -2
right_child=1 3 -4 -5 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.0011601736959099605 0.00014245236835798398 -0.00053392161869150506 -0.0014725940208969804 -0.00051149769175491298 0.00080833449020445837 0.00052138175032540718 0.00037774317586391435 0.00016386980000210896 -1.2101205016805163e-05 -0.00044215114924176326 0.00035933116732861982 -0.00046042136259900901
leaf_weight=50 90 46 80 66 54 66 75 373 2678 47 60 59
leaf_count=50 90 46 80 66 54 66 75 373 2678 47 60 59
internal_value=0 -1.45547e-05 -0.000239162 1.26243e-05 2.3601e-05 6.47386e-05 9.98365e-06 1.82493e-05 9.14382e-06 -4.97921e-05 3.4525e-05 -9.07754e-05
internal_weight=0 3694 402 3292 3226 322 3172 3126 3051 256 209 149
internal_count=3744 3694 402 3292 3226 322 3172 3126 3051 256 209 149
is_linear=0
shrinkage=0.0995203


Tree=7663
num_leaves=20
num_cat=0
split_feature=17 0 5 2 21 2 2 24 19 2 2 8 2 1 1 3 8 20 26
split_gain=0.00598589 0.00709589 0.00183656 0.00290987 0.00264464 0.00142213 0.0267824 0.0021007 0.00124463 0.0024142 0.00120118 0.00100693 0.0013106 0.00111525 0.00416745 0.00379991 0.000820637 0.00062794 0.000589751
threshold=-0.55380499999999999 0.019150000000000004 0.40898000000000007 -0.076954999999999996 0.10841000000000002 -0.083104999999999998 -0.08342999999999999 0.083550000000000027 0.12477000000000003 -0.082704999999999987 -0.08237499999999999 -0.08731499999999999 -0.084924999999999987 -0.085574999999999998 -0.082039999999999988 0.084380000000000024 -0.049499999999999995 -0.045109999999999997 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 -1 5 4 -4 6 11 8 9 -7 -11 12 18 15 -15 -13 -5 -10 -2
right_child=2 -3 3 16 -6 7 -8 -9 17 10 -12 13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.0016397599428494322 0.00020491270994817999 -8.308248516634353e-05 0.0011820423553894426 -0.00036414349248136882 0.00021593500643117802 0.00073468797928624393 -0.0023418128674009948 -0.0005325271865740793 -3.2981396427844695e-05 -0.0004007955633218847 5.3721918020936378e-05 0.00069606682599642096 0.00061876389140807955 -0.00088913181727973394 -4.3729214028610442e-05 -0.00010088316268135479 0.00017178556173133507 -0.00057085175651006167 -0.00011846730141794411
leaf_weight=49 117 74 48 57 74 51 51 65 46 59 1952 76 50 67 438 265 54 47 104
leaf_count=49 117 74 48 57 74 51 51 65 46 59 1952 76 50 67 438 265 54 47 104
internal_value=0 -0.000709878 -3.66021e-06 0.000266335 0.000602753 -2.247e-05 -0.000111487 2.39955e-05 4.11614e-05 5.75593e-05 3.99799e-05 -8.92192e-06 0.000157168 -6.30932e-05 -0.000157513 7.43356e-05 -9.60463e-05 -0.000313611 4.90297e-05
internal_weight=0 123 3621 233 122 3388 1168 2220 2155 2062 2011 1117 271 846 505 341 111 93 221
internal_count=3744 123 3621 233 122 3388 1168 2220 2155 2062 2011 1117 271 846 505 341 111 93 221
is_linear=0
shrinkage=0.0995203


Tree=7664
num_leaves=8
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split_feature=13 2 17 38 9 4 36
split_gain=0.00249749 0.00262668 0.00606469 0.00117782 0.00157734 0.0012885 0.000896399
threshold=0.089365000000000014 -0.24163499999999999 -0.55754499999999996 -0.084154999999999994 -0.37999999999999995 0.14699000000000004 0.089700000000000016
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6
right_child=-2 2 3 4 5 -7 -8
leaf_value=-0.0005450620526351892 0.00078048372402157143 0.00091299058637342207 0.00053744119254548459 -0.00054318130014140338 4.101327873710315e-05 0.0005351363029562538 -0.00038637027536112591
leaf_weight=72 47 81 47 46 3354 52 49
leaf_count=72 47 81 47 46 3354 52 49
internal_value=0 4.90231e-05 6.10355e-05 4.13548e-05 3.44612e-05 4.23889e-05 3.46188e-05
internal_weight=0 3701 3629 3548 3501 3455 3403
internal_count=3748 3701 3629 3548 3501 3455 3403
is_linear=0
shrinkage=0.0995203


Tree=7665
num_leaves=12
num_cat=0
split_feature=10 10 1 9 4 6 0 1 9 20 18
split_gain=0.00448105 0.00519772 0.000978878 0.000861205 0.0049447 0.00354618 0.00149779 0.00113817 0.00140365 0.000914307 0.000426731
threshold=0.089800000000000033 0.086165000000000019 0.62916000000000016 0.11296000000000002 0.14699000000000004 -0.10754999999999999 -0.061654999999999995 0.10924000000000002 0.088995000000000019 -0.24910499999999999 -0.0032949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -5 10 9 -9 -1 -7
right_child=-2 -3 -4 5 -6 6 -8 8 -10 -11 -12
leaf_value=0.00047921893106568246 0.00074682454200439372 -0.00089854678030973812 0.00049867950076708061 -0.00092337951765342132 0.0010403319454858266 6.3704435553625039e-05 -0.00025663554579741509 -8.6911202789439028e-06 -0.00046017782364695889 5.5698498068870924e-05 0.00049630085356295402
leaf_weight=52 90 58 48 46 50 46 84 288 91 2839 56
leaf_count=52 90 58 48 46 50 46 84 288 91 2839 56
internal_value=0 3.53188e-05 5.05918e-05 4.43061e-05 5.74352e-05 -0.000140047 4.92789e-05 4.21558e-05 -0.000119256 6.35995e-05 0.000309234
internal_weight=0 3658 3600 3552 3320 232 186 3270 379 2891 102
internal_count=3748 3658 3600 3552 3320 232 186 3270 379 2891 102
is_linear=0
shrinkage=0.0995203


Tree=7666
num_leaves=14
num_cat=0
split_feature=10 10 11 4 27 2 17 2 2 9 7 2 17
split_gain=0.00363274 0.00421539 0.000910326 0.00114636 0.00116871 0.000999555 0.000866617 0.00238596 0.00133724 0.000817611 0.0041007 0.00339209 0.000409715
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 12 9 8 -8 10 -7 -11 -4
right_child=-2 -3 5 -5 -6 6 7 -9 -10 11 -12 -13 -14
leaf_value=0.00035977950198684105 0.00067250032269481111 -0.00080912317379955127 0.00056192570581898096 0.00058037606944677674 -0.0002795523856014958 3.5451747062028189e-05 -0.00014915275731165761 -0.00058104182195411655 0.00047534552777317928 8.5318152026717697e-05 0.00094550451344142838 -0.00088476678771833841 0.00012291423070556658
leaf_weight=61 90 58 48 70 52 2860 89 85 54 135 50 48 48
leaf_count=61 90 58 48 70 52 2860 89 85 54 135 50 48 48
internal_value=0 3.18038e-05 4.55795e-05 0.000262493 5.83292e-05 3.3723e-05 2.43065e-05 -0.000162257 8.09472e-05 3.83236e-05 5.13697e-05 -0.000164657 0.000350947
internal_weight=0 3658 3600 183 113 3417 3321 228 143 3093 2910 183 96
internal_count=3748 3658 3600 183 113 3417 3321 228 143 3093 2910 183 96
is_linear=0
shrinkage=0.0995203


Tree=7667
num_leaves=12
num_cat=0
split_feature=10 10 11 20 2 3 20 6 35 17 2
split_gain=0.0029445 0.00341919 0.000737123 0.00173055 0.000814709 0.000838715 0.000686452 0.00158003 0.000512005 0.000327017 0.00032022
threshold=0.089800000000000033 0.086165000000000019 -0.079369999999999996 -0.014955 -0.157135 0.080495000000000025 -0.24910499999999999 0.11345500000000001 -1.0000000180025095e-35 -0.17385999999999999 -0.016354999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 10 -7 -8 -5 -4 -6
right_child=-2 -3 4 8 5 6 7 -9 -10 -11 -12
leaf_value=-9.8649309571540721e-05 0.00060557303431049844 -0.00072859910716753203 0.00050600275829223551 0.00024223833383577742 -0.00042573104896325597 0.00034028587787390699 4.24787818389371e-05 -0.00024826036555500991 0.00072474472954155535 0.0001106817756539827 -5.6224888587472933e-05
leaf_weight=81 90 58 48 47 54 70 2949 197 55 48 51
leaf_count=81 90 58 48 47 54 70 2949 197 55 48 51
internal_value=0 2.86833e-05 4.11113e-05 0.000236369 3.04146e-05 2.18875e-05 3.11513e-05 2.40127e-05 0.000510439 0.00031687 -0.000254053
internal_weight=0 3658 3600 183 3417 3321 3216 3146 102 96 105
internal_count=3748 3658 3600 183 3417 3321 3216 3146 102 96 105
is_linear=0
shrinkage=0.0995203


Tree=7668
num_leaves=31
num_cat=0
split_feature=20 20 3 3 3 26 17 8 0 21 6 6 0 18 17 0 8 8 3 3 21 3 3 3 17 2 26 9 3 21
split_gain=0.00447881 0.0153641 0.0362453 0.00225593 0.00534815 0.0301826 0.00421267 0.0102231 0.00287225 0.00190054 0.00446926 0.00163212 0.00239475 0.00337358 0.0015853 0.0041936 0.00159343 0.00323548 0.00173745 0.00310786 0.00147843 0.00112226 0.00199628 0.00111653 0.00143877 0.00085558 0.0011687 0.00190369 0.00124327 0.000855469
threshold=-0.082074999999999995 -0.084224999999999994 0.088845000000000021 0.086465000000000028 0.088115000000000013 0.084435000000000024 0.064745000000000011 -0.085605000000000001 -0.23099 -0.0092899999999999996 -0.011749999999999998 -0.03764 -0.084474999999999995 -0.010145 0.11180000000000002 -0.085684999999999997 -0.084915000000000004 -0.090134999999999993 0.097595000000000029 0.11426500000000002 0.086155000000000023 0.088685000000000028 0.089605000000000018 0.089605000000000018 -0.087329999999999991 0.084895000000000012 0.082850000000000021 0.083715000000000026 -0.02172 0.08846500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 5 -5 20 -8 -6 10 -10 -7 -13 -14 16 -16 17 29 23 -20 25 -11 -23 24 -18 26 28 -28 -2 -1
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leaf_value=0.0003265214224190485 -0.00015559363828860428 0.0034540670266712211 -1.8016397935257193e-05 0.0027786405300723096 -0.00062174211566242798 0.00044365374449742667 -0.0017654613779231859 9.9763934147767291e-05 0.00098971347871815683 -0.00038240488515102852 -0.00010635582329522154 -0.00073308567008880938 -0.00043190278922613368 0.0006982352648745811 -0.00027352836357632252 0.001020396814453581 -0.00029218405785182741 -0.00097807960637546348 -0.00061844002943143878 0.00038602318554163743 -0.00050045704356002369 0.00039407695348601935 -2.9774293006949693e-05 0.00062763567392344914 0.00042124081948851749 -0.00040126523468080814 -0.00052678918988704841 3.8973135658668402e-05 0.00043283326988500565 -0.00027577285699254017
leaf_weight=47 49 47 80 46 74 53 51 66 63 80 86 54 57 48 46 52 50 48 72 52 67 118 1633 64 62 50 72 314 115 46
leaf_count=47 49 47 80 46 74 53 51 66 63 80 86 54 57 48 46 52 50 48 72 52 67 118 1633 64 62 50 72 314 115 46
internal_value=0 0.000275518 0.00126048 -8.75314e-06 4.04359e-05 0.000467602 -0.000154855 -0.000706287 -1.28213e-05 9.52293e-06 0.000351589 -2.99883e-05 -0.000193018 7.69354e-05 4.19198e-05 0.000404691 -3.68397e-05 -0.000314091 9.07399e-05 -0.000190612 -5.68997e-05 -1.7866e-05 -7.43402e-07 0.000293616 9.54384e-05 -6.00468e-06 2.84397e-05 -6.44369e-05 0.000252031 1.981e-05
internal_weight=0 666 127 3096 2312 258 784 117 2054 1980 149 212 159 105 539 98 441 141 300 124 667 1831 1751 176 112 600 550 386 164 93
internal_count=3762 666 127 3096 2312 258 784 117 2054 1980 149 212 159 105 539 98 441 141 300 124 667 1831 1751 176 112 600 550 386 164 93
is_linear=0
shrinkage=0.0995203


Tree=7669
num_leaves=30
num_cat=0
split_feature=20 20 8 8 8 8 17 17 0 6 21 6 10 17 0 17 20 6 17 4 17 5 4 6 6 18 4 21 18
split_gain=0.00363034 0.012443 0.0316858 0.00198361 0.00783879 0.00263368 0.0126777 0.00221191 0.00179363 0.0034575 0.00241809 0.00482511 0.00169789 0.00127955 0.00340643 0.00141698 0.00131547 0.00210114 0.00100805 0.000987545 0.00110955 0.00132151 0.00106253 0.000986842 0.000986286 0.000921346 0.00091833 0.001683 0.000840374
threshold=-0.082074999999999995 -0.084224999999999994 -0.083574999999999997 -0.10337499999999999 -0.11257499999999999 -0.091914999999999983 0.064745000000000011 -0.0014149999999999998 -0.23032 -0.095814999999999997 -0.0092899999999999996 -0.010459999999999999 0.089090000000000016 0.11180000000000002 -0.085684999999999997 -0.46515999999999996 -0.097769999999999996 -0.085885000000000003 -0.013885 0.14367000000000005 0.056905000000000011 -0.14289499999999997 0.12028000000000003 -0.011039999999999999 -0.007045 -0.087864999999999985 0.10845500000000002 0.086835000000000009 -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 2
left_child=1 13 -3 4 19 6 7 18 9 -7 11 -10 25 15 -15 -1 26 -18 -5 20 22 -22 28 -19 -13 -12 27 -17 -2
right_child=3 2 -4 5 -6 8 -8 -9 10 -11 12 24 -14 14 -16 16 17 23 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00045210747922011269 0.00045426146626293068 0.0032206010207128681 -4.0254305674497329e-05 1.4666952525017954e-05 0.0013658277715494994 0.00014656370545366418 -0.0018140573979412778 -0.00046722460164081098 0.0010181703130928059 -0.00096345587697020218 -0.00012076303476103548 -0.00040790768818473164 -0.00055186935799961972 -0.00024630678752116271 0.00091884674731440238 -1.3633314951345692e-05 9.6823084885475823e-05 -0.00093399524552241681 0.00068867926652130783 -0.00033911631458501633 0.00076854005281814586 0 -0.00044625869945122892 -0.00026753041564674649 0.00022099209764257096 3.0172669262615012e-05 -0.00025473740500404549 0.00069464565807141325 -6.1163710171110853e-05
leaf_weight=52 46 46 81 47 50 54 47 49 68 55 527 46 58 46 52 112 69 49 46 59 46 46 46 48 52 1662 65 46 92
leaf_count=52 46 46 81 47 50 54 47 49 68 55 527 46 58 46 52 112 69 49 46 59 46 46 46 48 52 1662 65 46 92
internal_value=0 0.000247976 0.0011344 -7.93465e-06 0.000203114 -3.82085e-05 -0.000396654 6.67225e-05 -1.10219e-05 -0.000406028 6.48207e-06 0.000373274 -2.02508e-05 3.75968e-05 0.000363585 -3.29887e-05 -9.99389e-05 -0.00031281 0.000356852 2.71313e-05 0.000108389 0.000391229 -2.85812e-05 -0.000612638 -6.58525e-05 -5.79101e-06 5.48502e-05 0.000187393 0.000104713
internal_weight=0 666 127 3096 385 2711 189 142 2522 109 2413 166 2247 539 98 441 389 166 93 335 276 92 184 97 98 2189 223 158 138
internal_count=3762 666 127 3096 385 2711 189 142 2522 109 2413 166 2247 539 98 441 389 166 93 335 276 92 184 97 98 2189 223 158 138
is_linear=0
shrinkage=0.0995203


Tree=7670
num_leaves=24
num_cat=0
split_feature=3 3 9 5 18 5 18 18 2 0 17 21 5 3 9 9 0 17 17 10 17 17 19
split_gain=0.00322517 0.0216065 0.0577258 0.0982514 0.00403185 0.00999248 0.00237879 0.00223489 0.00194738 0.00169878 0.00139792 0.0013497 0.00166064 0.00278647 0.00132226 0.00228575 0.00172393 0.00129165 0.00285314 0.00113713 0.00138838 0.00142245 0.000793765
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decision_type=2 2 2 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 -6 -1 8 14 11 -7 -3 -13 -14 16 -16 -8 18 -4 20 -11 -22 -23
right_child=1 9 17 -5 5 10 7 -9 -10 19 -12 12 13 -15 15 -17 -18 -19 -20 -21 21 22 -24
leaf_value=0.00050984860572119209 0.0062188299212944803 -0.00074391790560974223 0.00017685828112117116 -0.0002349313573240574 -0.0016014077088189426 -0.00041828260722558944 0.00033755417537508197 0.00048494358215663691 -0.00073011138470484413 0.00047224753378654201 0.00029186535665127555 0.00030579035631973393 8.9243252596521403e-05 -0.00076376995987322341 -0.00081384553608281919 -0.00010039776418180581 -0.00018673720201022479 0.00025457386115495097 -0.00079329948594354519 -0.00043322329842842558 -0.00051697095198691492 -0.00029897445873107274 4.3677689926251595e-05
leaf_weight=75 46 46 67 47 59 47 141 65 49 69 66 58 77 72 50 453 109 89 53 53 48 69 1854
leaf_count=75 46 46 67 47 59 47 141 65 49 69 66 58 77 72 50 453 109 89 53 53 48 69 1854
internal_value=0 9.33619e-05 0.000885716 0.00294845 -0.000108299 -0.000551624 -2.64832e-05 -7.38229e-05 -0.00012013 -8.28872e-06 0 -0.000252117 -0.000138873 -0.000317457 -7.93497e-05 -0.000172945 0.000105689 -2.82347e-05 -0.000244806 2.07939e-05 3.29907e-05 1.7198e-05 3.09571e-05
internal_weight=0 2648 302 93 1114 172 942 867 802 2346 113 253 207 149 753 503 250 209 120 2093 2040 1971 1923
internal_count=3762 2648 302 93 1114 172 942 867 802 2346 113 253 207 149 753 503 250 209 120 2093 2040 1971 1923
is_linear=0
shrinkage=0.0995203


Tree=7671
num_leaves=26
num_cat=0
split_feature=3 3 9 5 18 18 18 18 17 21 3 18 0 3 3 17 5 26 26 10 17 17 0 7 26
split_gain=0.00261688 0.0175213 0.0467633 0.0797122 0.00326768 0.00816389 0.00192997 0.00181466 0.00195109 0.00259626 0.00250956 0.0025349 0.00137313 0.00144966 0.00163515 0.00391408 0.00117463 0.00116288 0.00212185 0.000922188 0.00112577 0.00115346 0.000909089 0.000667781 0.00061677
threshold=0.087570000000000023 0.08888500000000002 0.085525000000000032 -0.01554 0.088735000000000022 0.094870000000000024 -0.1394 0.086065000000000016 -0.065699999999999995 0.084795000000000023 0.084380000000000024 -0.089929999999999996 -0.14909499999999998 0.11896500000000003 0.10850000000000003 -0.013125 -0.014739999999999998 0.087170000000000011 0.089625000000000024 0.089090000000000016 -0.56005499999999986 -0.54892999999999992 -0.081604999999999997 0.018455000000000003 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 2 2 2
left_child=4 2 3 -2 6 -6 -1 8 10 16 22 -12 13 14 15 -3 -10 -4 -19 20 -14 -22 -8 -23 -7
right_child=1 12 17 -5 5 24 7 -9 9 -11 11 -13 19 -15 -16 -17 -18 18 -20 -21 21 23 -24 -25 -26
leaf_value=0.00045910834284821657 0.0055999308065246296 0.00053513232872044031 -0.00036231228961680319 -0.00021155097427970614 -0.0014836963171096461 0.00023375619420417279 -0.00018583590493947418 0.00043668188051313958 -0.00022962732317381365 0.00055423431059700614 -0.0010314115861319122 -0.0002405165161236834 0.00042524936533739423 0.00011265278888821629 -0.00083085232412303048 -0.00064575457481399166 9.7762048332382628e-05 0.00063547845606209995 -0.00015898459764287058 -0.00039010891068608846 -0.00046552189678697068 3.9277327839634485e-05 0.0003745086399700764 -0.0002817392158128687 -0.00022664305923662153
leaf_weight=75 46 46 69 47 56 52 70 65 243 74 68 107 69 81 57 69 192 53 87 53 48 1857 48 66 64
leaf_count=75 46 46 69 47 56 52 70 65 243 74 68 107 69 81 57 69 192 53 87 53 48 1857 48 66 64
internal_value=0 8.40398e-05 0.00079757 0.00265414 -9.75942e-05 -0.000496726 -2.38476e-05 -6.657e-05 -0.000108378 7.82757e-06 -0.000313044 -0.000552514 -7.46384e-06 -0.000226704 -0.000391277 -0.000166281 -8.32425e-05 -2.46452e-05 0.000135929 1.86466e-05 2.96675e-05 1.54038e-05 3.51634e-05 2.78339e-05 -1.32001e-05
internal_weight=0 2648 302 93 1114 172 942 867 802 509 293 175 2346 253 172 115 435 209 140 2093 2040 1971 118 1923 116
internal_count=3762 2648 302 93 1114 172 942 867 802 509 293 175 2346 253 172 115 435 209 140 2093 2040 1971 118 1923 116
is_linear=0
shrinkage=0.0995203


Tree=7672
num_leaves=22
num_cat=0
split_feature=26 6 26 2 2 5 26 9 2 3 26 10 10 6 3 6 18 3 9 5 2
split_gain=0.00192339 0.00447757 0.00570589 0.00575501 0.00488558 0.00437838 0.00801835 0.00191508 0.00654704 0.00390438 0.00267502 0.00164968 0.0024643 0.00254379 0.00278415 0.00251477 0.00243016 0.00193198 0.00166184 0.00152366 0.00151888
threshold=0.096275000000000013 0.086420000000000011 0.11861500000000001 -0.073194999999999996 -0.072624999999999981 -0.012704999999999999 0.11444500000000003 0.11351500000000002 -0.00070500000000000001 0.09940000000000003 0.11215000000000001 0.090150000000000022 0.086275000000000018 0.11816500000000002 0.084795000000000023 0.087575000000000028 -0.095364999999999991 0.10850000000000003 0.086345000000000019 -0.49053999999999998 -0.089054999999999995
decision_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 7 3 5 -4 6 -3 8 9 -2 -11 12 13 14 15 16 -1 -15 20 -20 -16
right_child=1 2 4 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 17 18 -17 -18 -19 19 -21 -22
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leaf_weight=59 83 76 55 84 59 50 49 72 68 63 46 78 52 83 92 80 373 58 57 1077 1037
leaf_count=59 83 76 55 84 59 50 49 72 68 63 46 78 52 83 92 80 373 58 57 1077 1037
internal_value=0 -0.000165427 -0.000402482 -0.000661401 0.000178583 -0.000986469 -0.000661163 9.84382e-05 0.000226143 -6.70549e-05 -0.000462363 1.68524e-05 2.8984e-05 1.65868e-05 -4.07362e-06 0.000205177 0.000108029 0.000429007 -5.1778e-05 3.2735e-05 -0.00013739
internal_weight=0 705 373 259 114 175 125 332 260 192 109 3046 2968 2916 2775 512 432 141 2263 1134 1129
internal_count=3751 705 373 259 114 175 125 332 260 192 109 3046 2968 2916 2775 512 432 141 2263 1134 1129
is_linear=0
shrinkage=0.0995203


Tree=7673
num_leaves=32
num_cat=0
split_feature=6 6 9 3 3 18 26 5 26 0 3 6 18 18 9 26 18 3 4 26 3 0 3 0 0 9 9 18 26 6 0
split_gain=0.00170023 0.0048291 0.00293304 0.00380392 0.00357286 0.00348715 0.0020615 0.00475346 0.00304098 0.00808519 0.00200244 0.00496015 0.00169772 0.00242279 0.00168606 0.00177253 0.00151034 0.00218406 0.00140787 0.00128383 0.00181439 0.00372328 0.00331699 0.00126466 0.00226311 0.00423244 0.0019127 0.00147691 0.00211452 0.00168085 0.000840877
threshold=0.091795000000000015 0.092980000000000021 0.09007500000000003 0.093245000000000022 0.088845000000000021 -0.011569999999999999 0.096535000000000024 0.049800000000000011 0.11790500000000002 -0.072529999999999997 0.084795000000000023 0.087575000000000028 -0.095364999999999991 -0.018629999999999997 0.085945000000000021 0.099855000000000013 0.087065000000000017 0.084145000000000011 0.11670500000000002 0.086515000000000022 0.086535000000000015 -0.082284999999999983 0.089535000000000017 -0.075709999999999986 -0.069824999999999984 0.095055000000000014 0.098720000000000016 0.089365000000000014 0.10725000000000003 0.090195000000000011 -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
left_child=10 -2 4 -4 -3 -6 7 -5 9 -8 11 12 -1 -14 15 19 17 -15 23 20 21 -12 -22 27 25 -25 -26 29 -29 -16 -10
right_child=1 2 3 6 5 -7 8 -9 30 -11 14 -13 13 16 18 -17 -18 -19 -20 -21 22 -23 -24 24 26 -27 -28 28 -30 -31 -32
leaf_value=0.00056721132483310928 -0.0010788642300574712 -0.00029214476200505583 -0.0008093468347236555 -0.00025848968062853681 0.00099627007005787644 -2.093138328582619e-05 -0.0014661167105603037 0.00095124536246580019 0.00043974157128503989 0.00014767968429828718 0.00046388052899806097 0.0010282128156703428 -0.00056533767552584952 0.00013299273589724556 0.00012618799570453899 0.00034317576212497449 0.00055523453772203708 -0.00059230077030807853 0.00059520851552297756 -0.00052186292012488319 -0.00053013108006775547 -0.00056204285351394714 -5.7518520872203964e-05 -0.0011220623464891632 0.00022892665242933775 0.00016357472946271326 -0.00026987191770673063 3.9465315863964157e-05 -0.00067987925916412895 0.00069611656661134258 -0.00012992481276761459
leaf_weight=62 52 81 89 78 74 58 57 54 48 65 126 62 62 254 611 78 62 49 46 84 198 48 592 54 183 46 130 188 51 57 52
leaf_count=62 52 81 89 78 74 58 57 54 48 65 126 62 62 254 611 78 62 49 46 84 198 48 592 54 183 46 130 188 51 57 52
internal_value=0 -0.000154431 -7.99042e-05 -0.000226738 0.000221639 0.000543116 -7.795e-05 0.0002302 -0.000264862 -0.000599597 1.6667e-05 0.000188505 8.03643e-05 7.75732e-06 -2.0999e-05 -0.000111397 0.000107348 1.29992e-05 5.29175e-05 -0.000146011 -0.000112411 0.000176162 -0.000177007 3.33993e-05 -0.00011002 -0.000522483 1.91425e-05 9.96073e-05 -0.00011061 0.000176045 0.000135329
internal_weight=0 708 656 443 213 132 354 132 222 122 3043 551 489 427 2492 1126 365 303 1366 1048 964 174 790 1320 413 100 313 907 239 668 100
internal_count=3751 708 656 443 213 132 354 132 222 122 3043 551 489 427 2492 1126 365 303 1366 1048 964 174 790 1320 413 100 313 907 239 668 100
is_linear=0
shrinkage=0.0995203


Tree=7674
num_leaves=28
num_cat=0
split_feature=6 2 3 6 6 3 9 6 6 9 26 26 26 2 18 17 18 9 2 18 9 17 3 2 18 3 17
split_gain=0.001403 0.00376728 0.00173308 0.006425 0.00171433 0.00606254 0.00166699 0.00304265 0.00228569 0.00272181 0.00173005 0.00224138 0.00203289 0.00211157 0.0016849 0.00165162 0.00150288 0.00128659 0.00447945 0.0021224 0.00131198 0.00214506 0.00213097 0.00123689 0.00114826 0.00152155 0.000970236
threshold=0.090460000000000026 0.10274500000000002 0.084795000000000023 0.087575000000000028 0.092405000000000029 0.089005000000000015 0.086885000000000032 0.089725000000000013 0.088565000000000019 0.08735500000000003 0.090275000000000022 0.086365000000000011 0.085570000000000021 -0.086304999999999993 -0.010029999999999999 0.0053950000000000014 -0.095364999999999991 0.097035000000000024 -0.076524999999999996 0.10861000000000003 0.083760000000000015 0.51292000000000015 0.094685000000000033 -0.043929999999999997 -0.018629999999999997 0.084290000000000018 -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 2 2 2 2
left_child=2 4 3 15 5 -2 10 8 9 -8 11 12 13 -4 -13 16 -1 20 -19 -20 -6 22 -22 -11 -18 -26 -12
right_child=1 -3 6 -5 17 -7 7 -9 -10 23 26 14 -14 -15 -16 -17 24 18 19 -21 21 -23 -24 -25 25 -27 -28
leaf_value=0.00051298418818545416 0.00012320534872846327 0.00071191641431569128 0.00022476565398762548 0.001305442909547868 -0.00046355632274969774 -0.0012894561906517962 0.00078950391508061186 0.00085230719337764382 -0.00049584060929088716 8.3859313777255678e-06 0.00060534639114696723 -0.00014959715822645959 0.00050058243432342918 -0.00018352374236121265 -0.00089312480994664829 0.00048002112496264669 -0.00047698270624044946 -0.0011573516533785165 -0.00039082498931554302 0.00038342865810285477 4.9578291160371783e-06 -0.0005956071213025244 0.00064500439874829807 0.00050813828757163891 0.00010067215914924413 -0.0005009242861022076 0
leaf_weight=48 63 49 147 46 59 56 50 47 75 942 49 63 55 804 64 82 60 49 80 62 278 46 64 52 249 50 62
leaf_count=48 63 49 147 46 59 56 50 47 75 942 49 63 55 804 64 82 60 49 80 62 278 46 64 52 249 50 62
internal_value=0 -0.00013032 1.77429e-05 0.000179918 -0.000185919 -0.000534698 -1.7919e-05 6.71575e-05 3.34482e-05 7.2256e-05 -9.83192e-05 -0.000135539 -8.48342e-05 -0.000119552 -0.000530734 7.23664e-05 -7.7542e-06 -0.000119581 -0.000336145 -4.70056e-05 -2.52138e-05 3.93315e-05 0.000127126 3.53535e-05 -7.96597e-05 0 0.000274211
internal_weight=0 806 2945 535 757 119 2410 1166 1119 1044 1244 1133 1006 951 127 489 407 638 191 142 447 388 342 994 359 299 111
internal_count=3751 806 2945 535 757 119 2410 1166 1119 1044 1244 1133 1006 951 127 489 407 638 191 142 447 388 342 994 359 299 111
is_linear=0
shrinkage=0.0995203


Tree=7675
num_leaves=29
num_cat=0
split_feature=6 6 2 8 8 1 2 8 6 26 6 26 26 0 6 8 26 4 6 26 26 6 1 29 29 2 7 27
split_gain=0.00124796 0.00373333 0.00275315 0.001039 0.00225068 0.00283793 0.00396005 0.00186731 0.00361059 0.00201695 0.00106983 0.000898851 0.00176258 0.00481559 0.00265974 0.00256493 0.00151426 0.0013995 0.00151825 0.00157012 0.00569784 0.00127397 0.00114783 0.000801365 0.00174321 0.000866935 0.000835332 0.000173027
threshold=0.091795000000000015 0.092980000000000021 0.10274500000000002 -0.076554999999999998 -0.069939999999999988 -0.077774999999999997 -0.072419999999999998 -0.083294999999999994 0.11690000000000002 0.091400000000000023 0.10737000000000003 0.087625000000000022 0.089795000000000028 -0.085894999999999985 -0.049005 -0.083135000000000001 0.08734500000000002 0.11541000000000003 0.089985000000000023 0.11326500000000002 0.12508000000000005 0.08846500000000003 -0.082489999999999994 -0.085039999999999991 -0.080055000000000001 -0.026175 -0.075879999999999989 0.086250000000000021
decision_type=2 2 2 2 2 2 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 -2 3 7 -5 -6 -7 10 9 -9 -3 16 13 14 -13 -15 21 18 19 22 -21 23 -14 25 27 -1 -26 -25
right_child=1 2 -4 4 5 6 -8 8 -10 -11 -12 12 17 15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 26 -27 -28 -29
leaf_value=0.00056091879098554387 -0.00094433964534834853 -2.82798820600666e-05 0.00066541535476956381 -0.00071920525972055062 -0.00063121670080695412 0.00071244269320561192 -0.00027540291094850473 9.9672775342342308e-05 -0.00042071949485001433 0.00095595569745586691 -0.00062639563218221648 0.0003197239470091934 0.00031335971028375741 -0.00042921329085731741 0.0012508450814099025 0.00036343300997111755 -0.00050420807024229995 0.00044792131867653519 0.0003718211128046822 -0.0011163969016849899 5.4339407652645258e-05 0.0004281879476771972 -7.0906774538876194e-05 -0.00060551230048747041 0.00035199069793551325 -2.6021737637268759e-06 -2.874533226718944e-05 -0.00029098703856875283
leaf_weight=47 52 76 47 77 69 68 97 55 56 59 52 69 100 87 59 75 63 66 81 61 123 64 331 46 59 57 1602 53
leaf_count=47 52 76 47 77 69 68 97 55 56 59 52 69 100 87 59 75 63 66 81 61 123 64 331 46 59 57 1602 53
internal_value=0 -0.000131452 -6.57677e-05 -0.000123542 -0.000250866 -9.32561e-05 0.000126748 6.5906e-06 0.00022543 0.000550018 -0.00027766 1.51234e-05 8.96981e-05 0.000298605 0.000755308 -5.71942e-05 -2.38691e-05 9.11851e-06 -3.13159e-05 -8.57432e-05 -0.000329336 -7.74873e-06 1.63508e-05 -2.31557e-05 -3.94188e-05 0.000244195 -1.47284e-05 -0.000445399
internal_weight=0 708 656 609 311 234 165 298 170 114 128 3043 1052 290 128 162 1991 762 696 615 184 1928 431 1864 1760 104 1661 99
internal_count=3751 708 656 609 311 234 165 298 170 114 128 3043 1052 290 128 162 1991 762 696 615 184 1928 431 1864 1760 104 1661 99
is_linear=0
shrinkage=0.0995203


Tree=7676
num_leaves=30
num_cat=0
split_feature=8 8 2 26 9 18 8 18 18 9 5 9 2 18 9 26 8 29 2 26 2 17 17 5 21 8 17 5 17
split_gain=0.00585057 0.0547666 0.00169428 0.00348931 0.00201947 0.00310926 0.0103211 0.00186577 0.00554824 0.00240085 0.00202981 0.00203899 0.00146436 0.00153135 0.00250684 0.00418615 0.00291566 0.00465992 0.00104142 0.00320431 0.00153592 0.00120185 0.00103679 0.000710051 0.000499189 0.0008193 0.000771978 0.000902175 0.000668503
threshold=-0.10115999999999999 -0.11187999999999999 -0.080914999999999987 0.10924500000000002 0.083795000000000022 -0.011569999999999999 -0.085814999999999989 -0.019539999999999998 -0.032374999999999994 0.08888500000000002 0.063170000000000018 0.084485000000000018 0.12875500000000004 0.090540000000000023 0.11296000000000002 0.11861500000000001 0.0073150000000000012 0.0035350000000000004 -0.055654999999999996 0.11991000000000003 -0.077604999999999993 -0.065004999999999993 0.07134500000000002 -0.14118999999999998 0.10068500000000002 -0.26194999999999996 -0.067414999999999989 -0.38486499999999996 -0.065699999999999995
decision_type=2 2 2 2 2 2 2 2 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 3 4 5 6 -2 8 9 -6 11 -9 13 14 16 -16 17 -4 19 20 -15 -20 24 -24 25 26 -1 -28 -27
right_child=2 -3 12 -5 7 -7 -8 10 -10 -11 -12 -13 -14 18 15 -17 -18 -19 21 -21 -22 -23 23 -25 -26 28 27 -29 -30
leaf_value=1.9177189670852656e-05 -0.00023163634645182165 -0.0032634779000719899 0.00020931548076594513 -0.00076778129353351904 -0.00027342104829899874 -0.00018735090326027045 0.0017469620050486882 0.00041964239643692031 -0.0011671026616774623 0.00012661478299012141 0.00054469409011287081 -0.00010309459840835935 -0.00040659805127851723 0.00023322523280124729 0.00017644252924758859 -0.00098826589877155663 0.0008604368048762722 -0.00075544517028819683 -0.00020265812425304734 -0.00085218908251626091 -0.00027211423243454644 0.00038533089241532087 0.00051013440204330498 0 0.0001821332043796257 -0.00018400974966218349 -0.00013487163956411061 -0.00078036158120382631 0.00030305223536200896
leaf_weight=46 59 57 952 68 368 81 46 87 54 246 70 485 60 121 79 49 63 52 55 56 117 87 61 54 59 53 47 46 57
leaf_count=46 59 57 952 68 368 81 46 87 54 246 70 485 60 121 79 49 63 52 55 56 117 87 61 54 59 53 47 46 57
internal_value=0 -0.000367496 4.46223e-06 -6.99285e-05 -3.76606e-05 0.000268178 0.000627382 -8.171e-05 -0.000198346 -0.000111813 3.83748e-05 -2.21562e-05 7.375e-05 9.19226e-05 0.000150382 -0.000263027 0.000200743 0.000158532 -6.64269e-05 -0.000174625 -1.17583e-05 0.000151824 2.08073e-05 0.000277284 -7.22972e-05 -0.000135872 -0.000297507 -0.000462949 6.09349e-05
internal_weight=0 480 3255 1564 1496 186 105 1310 668 614 642 572 1691 1631 1195 128 1067 1004 436 294 238 142 423 115 308 249 139 93 110
internal_count=3735 480 3255 1564 1496 186 105 1310 668 614 642 572 1691 1631 1195 128 1067 1004 436 294 238 142 423 115 308 249 139 93 110
is_linear=0
shrinkage=0.0995203


Tree=7677
num_leaves=29
num_cat=0
split_feature=18 2 8 8 3 17 18 3 21 26 18 5 17 18 8 6 6 5 17 3 2 1 17 3 2 2 20 4
split_gain=0.00515539 0.00272489 0.00479018 0.0153833 0.00277313 0.0038314 0.0125967 0.00741238 0.00268365 0.00237135 0.00180471 0.00175721 0.00111236 0.00330912 0.00354936 0.00330875 0.00211711 0.00249695 0.00154348 0.00331522 0.00118955 0.00194042 0.00230213 0.000919555 0.00146248 0.000822485 0.00097472 0.000173551
threshold=0.26473000000000008 -0.081864999999999993 -0.096609999999999988 -0.11257499999999999 0.087625000000000022 -0.062765000000000001 -0.021369999999999997 0.089735000000000023 -0.014264999999999998 0.091570000000000026 0.086800000000000016 -0.015214999999999999 0.063160000000000022 -0.069565000000000002 -0.078054999999999999 0.11413500000000003 0.090195000000000011 -0.49053999999999998 0.047465000000000014 0.096265000000000031 0.14685000000000001 -0.50763499999999995 -0.0064000000000000003 0.08844500000000001 -0.084924999999999987 0.31326500000000007 -0.000135 0.08024000000000002
decision_type=2 2 2 2 2 2 2 2 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 27 8 23 7 -7 -4 -8 11 -10 18 14 -14 16 17 -15 20 -20 21 -3 -23 -6 -25 -22 -27 -1
right_child=-2 12 4 -5 5 6 9 -9 10 -11 -12 -13 13 15 -16 -17 -18 -19 19 -21 25 22 -24 24 -26 26 -28 -29
leaf_value=-0.00013550521828109075 -0.0008977800771504948 0.00070215038147416965 0.00066058378877013738 -0.0020486251919423098 0.00038986937016308962 -0.001988706610327661 -0.00020332688027496307 -0.0003540863261977371 -0.00038548952920685372 0.00053379201493715422 0.00052704388581558347 5.8158400710473044e-05 8.621977692833003e-05 0.00064005478860088992 0.0013360550698456402 -0.00069330330967596395 0.00062658507892812427 -7.673292639850112e-05 0.00012443003905276788 -0.00099649334352338659 -0.00055334026201584081 -5.8594105738917515e-05 0.00022109878948952733 5.6502689406256795e-05 -0.00041287949510090456 0.00026555020878144621 -0.00029993296619261115 0.00011151876850108249
leaf_weight=47 68 46 73 52 54 65 148 50 116 61 61 365 47 58 46 51 77 278 58 46 50 801 456 283 85 50 74 69
leaf_count=47 68 46 73 52 54 65 148 50 116 61 61 365 47 58 46 51 77 278 58 46 50 801 456 283 85 50 74 69
internal_value=0 -2.27013e-05 -0.000124299 -0.000626206 -6.17431e-05 -0.00019109 -0.000448519 -0.00128512 9.38244e-05 7.89629e-06 1.59792e-05 -4.71317e-05 4.95741e-05 0.000170574 0.000713221 6.00461e-05 0.000155057 4.4562e-05 6.42703e-06 -0.000363492 3.30284e-05 6.61444e-05 4.22184e-05 4.61718e-06 -4.96899e-05 -0.000210256 -6.53137e-05 4.37433e-06
internal_weight=0 3667 1529 168 1361 746 324 115 615 209 542 481 2138 557 93 464 413 336 1581 104 1477 1303 1257 422 368 174 124 116
internal_count=3735 3667 1529 168 1361 746 324 115 615 209 542 481 2138 557 93 464 413 336 1581 104 1477 1303 1257 422 368 174 124 116
is_linear=0
shrinkage=0.0995203


Tree=7678
num_leaves=28
num_cat=0
split_feature=8 8 17 17 6 6 0 4 4 5 1 5 20 8 1 0 17 5 17 21 17 4 26 2 6 2 10
split_gain=0.00464345 0.0422081 0.00125912 0.00477986 0.00229859 0.00444845 0.00247573 0.00279879 0.00257591 0.00206228 0.00172245 0.00170206 0.00258231 0.00362642 0.00168707 0.00167936 0.00166473 0.00161732 0.00122144 0.00179967 0.00109132 0.000568696 0.00108145 0.00101031 0.000759527 0.000233848 0.000117734
threshold=-0.10833 -0.1205 -0.011514999999999999 -0.014289999999999999 0.11642500000000001 0.12080000000000003 -0.13752999999999999 0.089280000000000012 0.10404000000000002 0.0076350000000000012 -0.078509999999999983 -0.075744999999999993 -0.071149999999999991 -0.053049999999999993 -0.080500000000000002 -0.072529999999999997 0.4039100000000001 -0.06241 -0.084209999999999993 -0.084204999999999988 -0.031185000000000001 0.11541000000000003 0.047170000000000011 0.25779000000000007 -0.082809999999999995 0.0021050000000000005 0.077165000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 3 11 6 -6 7 -4 -9 10 14 12 -2 -14 -8 -7 -12 -13 19 -19 -20 23 24 25 -23 26 -1
right_child=2 -3 4 -5 5 15 9 8 -10 -11 16 17 13 -15 -16 -17 -18 18 20 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=-0.00015854689238790261 0.00022098233387294187 -0.0028913404358527624 0.00093799904060145049 -0.0010139008288563218 0.0012187546934396931 -0.00035435714929579819 8.7566159488261107e-05 -0.00046746449614544825 0.00045163967130422699 -0.00053563140257257159 -0.0001216477373545721 0.00055302526684181575 0.00011008367366279717 -0.00092525363978441047 0.00064207500203580423 0.00047633868307983492 0.00025369652380114577 0.00064116737820220349 -0.00029398979906585963 1.5699442188702687e-05 9.8687260991560407e-05 0.00019732535914144733 0.00051506042857503832 -0.00047552062364902061 -0.00031486426244767604 0.00022628346357724989 4.088936244691722e-05
leaf_weight=47 64 56 59 50 49 49 281 48 80 72 740 53 52 88 69 47 138 48 230 977 97 71 58 49 48 47 68
leaf_count=47 64 56 59 50 49 49 281 48 80 72 740 53 52 88 69 47 138 48 230 977 97 71 58 49 48 47 68
internal_value=0 -0.000337078 5.57145e-06 -5.52115e-05 6.78616e-05 0.000446506 3.03888e-05 0.00036917 0.00010058 -1.77139e-05 1.19859e-05 -2.49113e-05 -0.000293715 -0.000534853 0.000199223 4.38104e-05 -6.17205e-05 1.35353e-05 -7.00791e-06 4.57883e-05 -0.000175004 2.94683e-05 0.000162543 -7.82834e-05 -2.39297e-06 3.68154e-05 -3.35009e-05
internal_weight=0 444 3291 1659 1632 145 1487 187 128 1300 1228 1609 204 140 350 96 878 1405 1352 1025 327 388 177 211 119 162 115
internal_count=3735 444 3291 1659 1632 145 1487 187 128 1300 1228 1609 204 140 350 96 878 1405 1352 1025 327 388 177 211 119 162 115
is_linear=0
shrinkage=0.0995203


Tree=7679
num_leaves=34
num_cat=0
split_feature=8 8 3 9 9 5 3 3 3 9 0 9 0 0 6 0 1 17 9 3 0 3 3 20 0 8 0 17 3 3 3 3 9
split_gain=0.00376425 0.03423 0.00122751 0.00300464 0.00290112 0.00321996 0.00317482 0.00294289 0.00261554 0.0076516 0.00438987 0.00356351 0.00218999 0.00196598 0.00193377 0.00432791 0.00211892 0.00378006 0.00137004 0.00136195 0.00149867 0.00472826 0.00454351 0.00213471 0.00183815 0.00150501 0.00126673 0.000544692 0.000947757 0.00106291 0.000896745 0.000637397 0.000288186
threshold=-0.10833 -0.1205 0.086535000000000015 0.084115000000000009 0.083715000000000026 -0.010764999999999999 0.080495000000000025 0.083725000000000022 0.090835000000000013 0.091965000000000033 -0.100285 0.089645000000000016 -0.088329999999999992 -0.088694999999999982 0.086520000000000027 -0.082494999999999999 -0.088495000000000004 -0.0020399999999999997 0.084915000000000032 0.091225000000000014 -0.083390000000000006 0.093615000000000018 0.092510000000000023 -0.012970000000000001 -0.077544999999999989 0.0073150000000000012 -0.095114999999999991 0.07134500000000002 0.15108000000000005 0.12168500000000003 0.11197500000000002 0.10583000000000002 0.08073000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 3 4 5 6 -2 -7 9 10 -4 12 -12 26 16 18 -15 -18 -16 -10 21 23 -22 -21 -24 -23 -5 28 29 30 32 -29 -1
right_child=2 -3 8 13 -6 7 -8 -9 19 -11 11 -13 -14 14 15 -17 17 -19 -20 20 22 25 24 -25 -26 -27 -28 31 -30 -31 -32 -33 -34
leaf_value=0.00024061777823446292 0 -0.0026035938338258456 -0.00088076122789187711 -6.587984288622151e-05 0.00087503608699259796 0.00016201025394373293 0.00091093161275883599 -0.00081237016733614763 0.00052235477896743607 -0.0012425591524598619 0.00028553935662583668 0.00060259689220904628 -0.00019914565803373611 -0.00017613019586015932 -0.00020880964634088268 -0.00096171264145270615 0.0011664879007588656 -3.6831526704402491e-05 0.00044400284105229241 0.00029929817286726996 -0.00073156070569942123 -4.6957983749759758e-05 0.00033426265865804471 0.0012509164779769806 -4.2274712646774833e-05 0.00047471526844644418 -0.0007663762748970895 -2.2558902500680017e-05 -0.00043114287333129517 0.00041681706912874276 -0.00042066050020314751 0.00046547943381351103 -5.6790635861559712e-05
leaf_weight=54 69 56 63 53 76 86 82 47 56 62 115 82 451 54 58 49 53 48 68 50 88 412 151 49 851 63 55 47 51 57 53 53 73
leaf_count=54 69 56 63 53 76 86 82 47 56 62 115 82 451 54 58 49 53 48 68 50 88 412 151 49 851 63 55 47 51 57 53 53 73
internal_value=0 -0.000303349 5.14076e-06 0.00011278 0.000326147 0.000176379 0.000492318 -0.000176165 -2.89857e-05 -0.000181231 -8.75303e-05 -9.14728e-06 -9.92209e-05 -6.07215e-05 5.77162e-05 -0.000165958 0.000315534 0.000586508 0.000137005 3.89601e-05 2.22e-05 0.000152681 -4.5761e-05 0.00077857 1.3652e-05 2.0509e-05 -0.000430194 2.65356e-05 -4.05454e-05 4.00531e-05 -7.47076e-05 0.000227915 6.32207e-05
internal_weight=0 444 3291 798 360 284 151 133 2493 773 711 648 566 438 330 175 155 101 126 1720 1664 574 1090 99 1002 475 108 388 288 237 180 100 127
internal_count=3735 444 3291 798 360 284 151 133 2493 773 711 648 566 438 330 175 155 101 126 1720 1664 574 1090 99 1002 475 108 388 288 237 180 100 127
is_linear=0
shrinkage=0.0995203


Tree=7680
num_leaves=26
num_cat=0
split_feature=26 2 2 1 3 1 8 26 2 20 20 21 8 18 8 8 3 3 18 18 4 8 18 3 2
split_gain=0.00336555 0.00392075 0.00529205 0.00329954 0.00535656 0.00261588 0.00215831 0.00177587 0.00250847 0.00190518 0.00414445 0.0120323 0.00192312 0.00263597 0.0023431 0.00188751 0.00141836 0.00139134 0.0014817 0.00127227 0.00161367 0.00123437 0.00123189 0.00114691 0.000491455
threshold=0.096425000000000025 -0.072624999999999981 -0.075024999999999994 -0.083284999999999984 0.090360000000000024 0.62256000000000011 -0.068099999999999994 0.093835000000000016 -0.076254999999999989 -0.081564999999999985 -0.085594999999999991 -0.013044999999999999 -0.0092799999999999983 -0.084954999999999989 1.0000000180025095e-35 -0.070134999999999989 0.12461000000000003 0.10089500000000003 0.022040000000000008 0.14607000000000003 0.13707500000000003 -0.067434999999999981 -0.17307499999999998 0.096265000000000031 -0.078784999999999994
decision_type=2 2 2 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 -6 9 24 10 12 -12 13 -1 -14 -13 17 23 21 20 22 -19 -11 -3 -9
right_child=1 16 -4 4 6 -7 -8 8 -10 19 11 15 14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00080679117415054778 -0.00027268816115646181 9.0424313892653393e-05 0.0013452738145708254 0.0014129071791768688 0.00059020229012443019 0.00066972065536700443 -0.00012189681420644886 -0.00031320372023995228 -0.00095049881742729255 0.00033751325656271997 -0.0018300489549196491 -0.00037296694489479838 -0.00061750178935636967 0 5.1959464750794816e-05 0.00031955382979612014 -0.00038425922414493321 0.00087464402824479891 -8.764785070728948e-05 0.0004337304151718032 -0.00044524438176907785 0.00012878921643181242 -7.5784792325018437e-06 -0.00057541310078256273 0.00013812194446706592
leaf_weight=53 80 54 54 47 77 50 90 46 52 108 54 105 88 173 121 61 87 48 66 67 80 46 1942 46 47
leaf_count=53 80 54 54 47 77 50 90 46 52 108 54 105 88 173 121 61 87 48 66 67 80 46 1942 46 47
internal_value=0 0.000199737 0.000435952 0.000266149 0.000471409 -4.29471e-05 0.000201534 -5.511e-05 -0.000395459 -3.75191e-05 -0.000186532 -0.000538598 -6.59467e-06 0.000192686 -0.000226002 -0.000113555 -3.47999e-05 7.89861e-05 0.000263266 6.53427e-06 -6.51903e-06 0.00051836 1.02026e-05 -0.000207675 -7.6312e-05
internal_weight=0 695 348 294 214 3047 167 2997 145 2852 655 220 435 226 209 166 347 260 160 2197 2130 94 2050 100 93
internal_count=3742 695 348 294 214 3047 167 2997 145 2852 655 220 435 226 209 166 347 260 160 2197 2130 94 2050 100 93
is_linear=0
shrinkage=0.0995203


Tree=7681
num_leaves=27
num_cat=0
split_feature=18 20 20 1 1 1 17 3 6 6 1 3 17 0 6 2 0 2 6 6 3 30 8 6 2 1
split_gain=0.00246869 0.00182729 0.01205 0.00175238 0.00198788 0.00262466 0.00211809 0.00407532 0.00377074 0.00482222 0.00180052 0.00230009 0.00197587 0.00191925 0.00153808 0.00150536 0.00288382 0.00207361 0.00146264 0.00144132 0.00143415 0.00132088 0.00161033 0.00126638 0.00125002 0.00154321
threshold=0.086510000000000017 -0.083495 -0.084724999999999995 -0.072579999999999992 -0.076894999999999991 -0.078509999999999983 -0.040589999999999994 0.090435000000000029 0.089610000000000009 0.086420000000000011 -0.049499999999999995 0.087745000000000031 -0.053765 -0.095649999999999999 0.11642500000000001 -0.086254999999999984 -0.090939999999999993 -0.089549999999999991 -0.06656999999999999 -0.074569999999999984 0.097595000000000029 0.10721500000000002 -0.49499500000000002 -0.091059999999999988 0.13896000000000006 0.50230500000000011
decision_type=2 2 2 2 2 2 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 5 6 7 -2 9 -8 -5 -12 13 -13 21 17 20 18 -1 23 -17 22 -3 -14 25 -24
right_child=3 14 -4 10 -6 -7 8 -9 -10 -11 11 12 19 -15 -16 16 -18 -19 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=-0.00050518177391378294 0.00068424896597804835 -0.00059243273109244857 -0.001755095585633683 -0.00047484836720659721 0.00080122078397207894 -0.00038607018634570045 0.0007461041993009098 -0.00042769750644127585 0.0011961080009444689 -0.00036469265096435475 -0.0004265646085221606 0.0010346209619325798 0.00012804934071325156 0.00018348590018141983 0.0003961681090386374 0.00048463710107339049 -0.00069326005705953723 0.00053335535287615614 0.00019079544275384043 0.00044632098394325873 -0.00023494954072618573 0.00039943098548579962 -1.979213632949634e-05 -0.00049069295609741373 0.00035458016981625151 -0.00039402872651800937
leaf_weight=54 53 51 46 67 63 64 85 85 57 70 69 46 64 68 89 49 83 80 65 52 61 70 1989 64 82 116
leaf_count=54 53 51 46 67 63 64 85 85 57 70 69 46 64 68 89 49 83 80 65 52 61 70 1989 64 82 116
internal_value=0 -4.37611e-05 -0.000230752 0.00014486 0.000276201 0.000194329 0.000302799 0 0.000500323 0.000239173 0 8.66524e-05 0.000209886 0.000534108 -9.25099e-06 -4.97866e-05 -0.000249354 0.00013965 -0.000118147 0 7.81516e-05 -2.52393e-05 -3.88879e-05 -0.000174926 -2.56051e-05 -4.08041e-05
internal_weight=0 2835 438 907 477 414 350 138 212 155 430 363 294 114 2397 392 193 199 119 180 110 2308 2238 128 2187 2105
internal_count=3742 2835 438 907 477 414 350 138 212 155 430 363 294 114 2397 392 193 199 119 180 110 2308 2238 128 2187 2105
is_linear=0
shrinkage=0.0995203


Tree=7682
num_leaves=28
num_cat=0
split_feature=18 0 18 21 2 2 2 0 2 20 20 2 21 6 4 0 18 5 8 21 4 2 17 6 0 20 20
split_gain=0.00200392 0.00180659 0.00217842 0.00208125 0.00178122 0.00258239 0.00245475 0.00160404 0.00373569 0.00262985 0.00929398 0.00286935 0.00394573 0.00263223 0.00204318 0.00185656 0.0014645 0.00145303 0.00137353 0.00136485 0.00151125 0.00119695 0.00112134 0.00105835 0.00102392 0.000936227 0.00138763
threshold=0.086510000000000017 -0.13955999999999999 0.089365000000000014 0.090285000000000018 -0.080484999999999987 -0.078289999999999985 -0.075899999999999995 -0.13752999999999999 0.13896000000000006 -0.083824999999999997 -0.085204999999999989 -0.086254999999999984 -0.042694999999999997 -0.012034999999999999 0.10724500000000002 -0.23058999999999999 0.094215000000000021 -0.075744999999999993 -0.48834 0.08500000000000002 0.084755000000000025 -0.067815 -0.093784999999999993 0.11642500000000001 -0.084154999999999994 -0.082419999999999993 -0.081689999999999999
decision_type=2 2 2 2 2 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 3 -3 -2 16 24 -7 8 14 10 11 13 -13 -9 15 -1 -4 -18 -11 20 -17 -8 -19 25 -6 -20 -27
right_child=1 2 4 -5 5 6 21 9 -10 18 -12 12 -14 -15 -16 19 17 22 23 -21 -22 -23 -24 -25 -26 26 -28
leaf_value=0.00062961054314651015 -0.00063671467213763724 0.00069933575890971549 0.00071696298846390429 0.00017473382702865552 -9.3988445321151301e-05 0.00059264585965241483 -0.00036985984326100182 -0.00021497014421729423 0.00091640892391417917 -0.00051006192397825471 -0.0015122190619747526 8.323043429820512e-05 -0.0010564312266887054 0.00057812365649291065 -0.00039707184318606143 0.00012009990984816883 -0.0001743449532675807 8.3719700945600271e-05 0.00036001649700059124 0.00033019620721261002 -0.00061642079783930386 0.00010816365052461088 0.00074442501753286443 0.0003333588721551451 -0.00077428571547841522 -0.00055967281020315185 -2.7096976569841879e-05
leaf_weight=64 61 75 75 62 46 88 69 83 54 57 55 60 58 81 85 57 67 56 59 76 51 208 52 83 48 50 1862
leaf_count=64 61 75 75 62 46 88 69 83 54 57 55 60 58 81 85 57 67 56 59 76 51 208 52 83 48 50 1862
internal_value=0 0.000130533 0.000186734 -0.000221036 0.000131355 1.30808e-05 0.000134604 -3.9406e-05 0.000148196 -6.93981e-05 -0.000327792 -9.38833e-05 -0.000470005 0.000171749 2.11625e-05 0.00016781 0.000345233 0.000181242 -2.77603e-05 2.73444e-06 -0.000220122 -7.95551e-06 0.000409417 -1.39775e-05 -0.000450083 -2.90194e-05 -4.14523e-05
internal_weight=0 907 784 123 709 459 365 2835 387 2448 337 282 118 164 333 248 250 175 2111 184 108 277 108 2054 94 1971 1912
internal_count=3742 907 784 123 709 459 365 2835 387 2448 337 282 118 164 333 248 250 175 2111 184 108 277 108 2054 94 1971 1912
is_linear=0
shrinkage=0.0995203


Tree=7683
num_leaves=28
num_cat=0
split_feature=26 17 2 9 6 2 9 6 17 6 2 9 0 3 26 8 0 9 9 3 18 9 0 3 0 9 4
split_gain=0.00234589 0.00339513 0.00289986 0.00576728 0.00378203 0.00269326 0.00267447 0.00402722 0.00256647 0.00555238 0.00160088 0.00154134 0.0057371 0.00476418 0.00148597 0.00236236 0.0012639 0.00182871 0.00832687 0.0108496 0.00175228 0.00185508 0.00130729 0.00120139 0.00196895 0.00122551 0.0010928
threshold=0.096425000000000025 0.50822500000000015 -0.072624999999999981 0.097365000000000021 0.095760000000000026 -0.067815 -0.095314999999999997 -0.095554999999999987 -0.040589999999999994 0.089610000000000009 -0.063744999999999982 0.11296000000000002 -0.074819999999999984 0.11604000000000002 0.093835000000000016 -0.078414999999999999 0.048265000000000009 0.085945000000000021 0.085335000000000022 0.086465000000000028 -0.12363 0.09550500000000002 -0.040384999999999997 0.11523000000000001 -0.057604999999999996 0.091885000000000022 0.099960000000000021
decision_type=2 2 2 2 2 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 -4 7 -1 -2 -10 -7 12 -12 -13 16 -16 17 18 22 -20 -18 26 -8 25 -25 -19 -22
right_child=1 -3 5 -5 -6 10 14 -9 9 -11 11 13 -14 -15 15 -17 20 23 19 -21 21 -23 -24 24 -26 -27 -28
leaf_value=0.00079564187647175816 -0.00020822360335972194 0.0008839212559097891 -0.00073712163819826841 0.0010786313470939047 -0.00067659699699405417 0.00053744128676880471 -2.7570024414371798e-05 -0.00025407306253478134 -0.00016871367038015156 0.0011230623544064575 -0.00060520738191586522 0.00025857398808163648 0.00087841525027500874 -0.0011009869506891498 9.5274496041420351e-05 -0.00071161452334410965 0.00070249090091837241 5.7090416919903261e-05 -1.9746724303999143e-05 -0.0019782430924896212 -7.8194481284559326e-06 -0.00047619116675434665 -0.00036398287955488655 0.00063507863155324467 -0.00011693015457211736 -0.00018063162649652013 0.00062833580369999246
leaf_weight=90 69 60 57 74 52 48 1088 59 59 72 49 53 54 48 60 84 51 787 60 54 58 49 129 78 59 295 46
leaf_count=90 69 60 57 74 52 48 1088 59 59 72 49 53 54 48 60 84 51 787 60 54 58 49 129 78 59 295 46
internal_value=0 0.000166631 9.75668e-05 0.00030533 7.50001e-05 -0.000118977 -3.59806e-05 0.000374489 0.000274509 0.000535021 1.75932e-05 -0.000100711 0.000164666 -0.000379449 -5.73673e-05 -0.000369726 -4.07375e-05 -6.00529e-05 -0.000140808 -0.000954637 0.000196691 2.27406e-05 -6.39019e-05 2.74508e-05 0.000305246 -6.96631e-06 0.000265686
internal_weight=0 695 635 326 252 309 3047 149 200 131 252 204 103 101 2898 144 2754 2550 1331 114 204 153 1217 1219 137 1082 104
internal_count=3742 695 635 326 252 309 3047 149 200 131 252 204 103 101 2898 144 2754 2550 1331 114 204 153 1217 1219 137 1082 104
is_linear=0
shrinkage=0.0995203


Tree=7684
num_leaves=24
num_cat=0
split_feature=28 26 9 9 9 9 6 6 11 1 1 26 26 6 21 29 20 26 6 6 5 26 5
split_gain=0.00781601 0.000949203 0.00257673 0.01083 0.00195835 0.0017518 0.0011841 0.00136167 0.00153665 0.00118181 0.00336117 0.00119919 0.00102757 0.00103126 0.00102302 0.00174984 0.000909674 0.00143397 0.000866675 0.00390762 0.00143652 0.00128281 0.0025376
threshold=0.083225000000000021 0.090715000000000032 0.092605000000000021 0.091965000000000033 0.093425000000000022 0.094375000000000028 -0.099455000000000002 -0.10754999999999999 -0.084924999999999987 -0.076329999999999995 -0.07002499999999999 0.11790500000000002 0.09032500000000003 -0.095814999999999997 0.15544000000000005 0.084225000000000022 0.10252000000000001 -0.025024999999999999 0.086420000000000011 0.089610000000000009 -0.012704999999999999 0.12158000000000002 -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
left_child=1 6 3 18 -4 -6 7 8 -1 11 -11 -7 13 -8 15 -15 17 -10 21 -20 -21 22 -3
right_child=-2 2 4 -5 5 9 12 -9 16 10 -12 -13 -14 14 -16 -17 -18 -19 19 20 -22 -23 -24
leaf_value=-0.0005252447515492882 -0.0010548809411687632 0.00076509049218608004 0.00059290964053485321 -0.0016101137836354446 -0.00049981125821568697 0 0.00049981216766078974 -0.00058379068328156668 -0.00018506028996952094 -0.00073456712295237006 9.3758313936418873e-05 0.00070152871239248819 0.00049900816143507852 5.1806848231348203e-05 0.00049000925426135374 -0.00056831320579925023 -0.00025971014755381727 0.00024947824070226864 -0.00084734535244309619 0.00039664092017250262 -0.00023124548821063979 -0.00030699470557416842 -0.00019563977481273906
leaf_weight=57 70 56 60 52 63 48 52 51 112 56 361 51 55 1897 51 46 87 221 65 72 71 50 51
leaf_count=57 70 56 60 52 63 48 52 51 112 56 361 51 55 1897 51 46 87 221 65 72 71 50 51
internal_value=0 6.52314e-06 -7.29045e-05 -0.000265667 5.1608e-05 -3.07163e-06 3.87385e-05 -9.3819e-05 -3.97158e-05 5.59904e-05 -1.55166e-05 0.000365455 7.2441e-05 6.05741e-05 4.8709e-05 3.67043e-05 2.42283e-05 0.000100869 -7.18868e-05 -0.000206432 7.91685e-05 0.000101149 0.000299522
internal_weight=0 3685 1056 417 639 579 2629 528 477 516 417 99 2101 2046 1994 1943 420 333 365 208 143 157 107
internal_count=3755 3685 1056 417 639 579 2629 528 477 516 417 99 2101 2046 1994 1943 420 333 365 208 143 157 107
is_linear=0
shrinkage=0.0995203


Tree=7685
num_leaves=21
num_cat=0
split_feature=28 5 26 3 3 3 3 26 26 1 3 26 18 18 20 26 26 3 17 18
split_gain=0.00633719 0.000889187 0.000912416 0.00233786 0.00584832 0.00498946 0.00258227 0.00152918 0.00126021 0.00122557 0.00118759 0.000889178 0.00151825 0.00312397 0.00370187 0.00132162 0.0012515 0.000852885 0.00160146 0.00108048
threshold=0.083225000000000021 -0.55105499999999996 0.090715000000000032 0.091865000000000016 0.089485000000000023 0.09049500000000002 0.092900000000000024 0.093245000000000022 0.096275000000000013 -0.077774999999999997 0.088055000000000022 0.087865000000000013 -0.082304999999999989 -0.037059999999999989 -0.014534999999999999 0.087575000000000028 0.089365000000000014 0.08511500000000001 -0.092124999999999999 0.14607000000000003
decision_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 11 4 9 -6 -5 -8 -9 10 -4 15 16 -14 -15 17 -13 18 -3 -19
right_child=-2 2 3 6 5 -7 7 8 -10 -11 -12 12 13 14 -16 -17 -18 19 -20 -21
leaf_value=-0.00041484440490236602 -0.00094989894764476183 0.00044477987323207564 9.2492404117583725e-05 0.00072331557923118849 -0.0016159999489748925 -0.00032156072735743316 -0.00044159029967644144 0.00031645876362376859 -3.7864328845512387e-05 0.0004896275321613487 -0.0005101671668419753 0.00016885778753721723 0.00097195126872244965 -0.00050420399845279359 0.00036373550407131031 -0.00043041668843675013 -0.00051587802900269217 -2.2145358056937068e-05 3.6428745772235807e-05 0.00035519549070295173
leaf_weight=49 70 131 105 50 48 82 75 125 475 48 46 55 55 65 189 63 49 1529 367 79
leaf_count=49 70 131 105 50 48 82 75 125 475 48 46 55 55 65 189 63 49 1529 367 79
internal_value=0 5.81848e-06 1.17126e-05 -6.60072e-05 -0.000286292 -0.000805805 3.28272e-05 -1.71074e-05 3.45886e-05 4.89756e-05 -8.5678e-05 4.37557e-05 0.000177819 0.000289418 0.000138402 1.78513e-05 -0.000145887 3.16497e-05 0.00014549 -3.09774e-06
internal_weight=0 3685 3636 1054 329 130 725 675 600 199 151 2582 413 309 254 2169 104 2106 498 1608
internal_count=3755 3685 3636 1054 329 130 725 675 600 199 151 2582 413 309 254 2169 104 2106 498 1608
is_linear=0
shrinkage=0.0995203


Tree=7686
num_leaves=17
num_cat=0
split_feature=3 4 9 20 0 21 6 22 6 6 10 0 3 0 36 9
split_gain=0.00381809 0.0190301 0.000731827 0.000731427 0.00101652 0.00345261 0.00445344 0.00343524 0.00302542 0.0011077 0.000883589 0.000977956 0.00144734 0.00119242 0.000479607 0.00128781
threshold=0.080495000000000025 0.087965000000000029 0.10341500000000002 -0.24910499999999999 -0.1525 0.087785000000000016 -0.097455 0.087270000000000028 -0.029794999999999999 -0.45687499999999998 0.09056500000000002 0.12433000000000002 0.10611500000000003 0.048265000000000009 0.088655000000000025 -0.081559999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 -2 5 6 -5 -7 -8 -6 11 13 -13 -11 15 -3
right_child=3 2 -4 4 9 7 8 -9 -10 10 -12 12 -14 -15 -16 -17
leaf_value=-0.0022152290485695533 0.0003374746725196199 -0.00033104426420486888 -0.00032073865052985751 -0.00049889233952557391 0.0004243547751375441 -0.0012816092134565922 0.0010829571178968924 -5.2635543340992878e-05 4.8108867097455992e-05 1.0043486362662574e-05 0.00044150363965860987 7.0769869467336331e-05 -0.00064263275375722891 0.00038057988737058855 0.00034431897944686024 0.00037931468720021216
leaf_weight=46 69 56 48 83 68 46 46 47 76 2818 48 54 55 89 60 46
leaf_count=46 69 56 48 83 68 46 46 47 76 2818 48 54 55 89 60 46
internal_value=0 -0.000381746 1.59765e-05 1.63124e-05 9.61307e-06 -0.00016565 5.88501e-05 -0.000669318 0.000445008 2.65502e-05 1.74544e-05 1.04342e-05 -0.000281694 2.16693e-05 0.000120797 -2.66053e-06
internal_weight=0 256 210 3499 3430 298 205 93 122 3132 3064 3016 109 2907 162 102
internal_count=3755 256 210 3499 3430 298 205 93 122 3132 3064 3016 109 2907 162 102
is_linear=0
shrinkage=0.0995203


Tree=7687
num_leaves=13
num_cat=0
split_feature=28 20 21 1 20 9 24 6 17 9 6 26
split_gain=0.00516904 0.000705849 0.000939625 0.00129533 0.00179519 0.00169308 0.00102136 0.000873735 0.00135987 0.0023127 0.00112678 0.000947057
threshold=0.083225000000000021 -0.24910499999999999 0.12208500000000003 -0.049499999999999995 0.0057800000000000013 0.097910000000000011 0.084270000000000025 -0.14723999999999998 0.047990000000000012 0.11351500000000002 -0.13578499999999999 0.090020000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 7 8 9 -3 -9 -12
right_child=-2 2 3 4 -6 -7 -8 10 -10 -11 11 -13
leaf_value=0.00030859305031404174 -0.00085674403794274389 0.00010022990948460048 0.00019417037672399715 -0.001058609895875975 4.3491313477932462e-05 -0.00020541726331329879 0.00045107017331404126 0.00049818641018071943 -0.00047237588101780963 -0.00066458956222870157 5.6479303608105886e-05 -6.3642380592028824e-05
leaf_weight=75 70 232 59 46 67 52 52 49 91 47 1942 973
leaf_count=75 70 232 59 46 67 52 52 49 91 47 1942 973
internal_value=0 6.40767e-06 0 -0.000197273 -0.000342205 -0.000614249 1.31887e-05 6.11358e-06 -0.000137753 -2.56766e-05 2.43488e-05 1.6103e-05
internal_weight=0 3685 3610 224 165 98 3386 3334 370 279 2964 2915
internal_count=3755 3685 3610 224 165 98 3386 3334 370 279 2964 2915
is_linear=0
shrinkage=0.0995203


Tree=7688
num_leaves=23
num_cat=0
split_feature=4 18 18 6 0 2 5 9 26 6 26 5 18 6 6 8 20 3 1 2 2 5
split_gain=0.0131239 0.00385456 0.00650745 0.0136266 0.00231779 0.00273505 0.00189631 0.00178709 0.00230337 0.00693161 0.00163817 0.0018291 0.00134805 0.00120151 0.00269908 0.00218262 0.00119372 0.00107137 0.00201004 0.0011941 0.000786371 0.000894469
threshold=0.15730000000000002 0.089505000000000015 0.092750000000000013 0.087235000000000021 -0.225295 0.10274500000000002 -0.067559999999999995 0.11408000000000003 0.096980000000000025 0.091495000000000007 0.098495000000000013 -0.073669999999999999 -0.0051099999999999991 0.089165000000000022 0.088315000000000018 -0.077784999999999993 -0.014955 0.11604000000000002 -0.072579999999999992 -0.077714999999999992 -0.082644999999999982 -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 4 3 -3 5 -1 10 8 13 12 20 -12 -10 14 -6 -15 -9 18 19 -8 -4 -22
right_child=-2 2 6 -5 7 -7 17 16 9 -11 11 -13 -14 15 -16 -17 -18 -19 -20 -21 21 -23
leaf_value=-0.0010329843376532606 -0.0016535371738578657 7.0062918256389471e-07 0.00043079171387750336 0.0022174676993433626 -3.1996355069902547e-05 -5.505481463461464e-05 0.00015724568270271202 3.5293703931473869e-07 0.00022787695343416263 -0.0011318599397787653 -3.0615610001989734e-05 -0.00083171673859302033 -0.00026046868903013663 -1.5420054699404929e-05 -0.00077434339023707761 0.00045499459837708222 0.00058789411001313569 0.00059577671705475261 -0.00020985097777197158 0.00080986966745167006 0.0002662055160074123 -0.00015881074023546746
leaf_weight=51 48 70 49 46 1821 68 78 69 105 76 70 50 119 313 50 140 74 76 87 47 75 141
leaf_count=51 48 70 49 46 1821 68 78 69 105 76 70 50 119 313 50 140 74 76 87 47 75 141
internal_value=0 2.56891e-06 0.000197711 0.000886821 -5.04971e-05 -0.000481047 7.77177e-05 -3.16846e-05 -5.06239e-05 -0.0003103 -6.50573e-05 -0.00037123 -2.79021e-05 -1.67506e-05 -5.22722e-05 0.000128155 0.00031012 0.000271423 0.000151283 0.000409182 7.04978e-05 -7.44569e-06
internal_weight=0 3675 789 116 2886 119 673 2767 2624 300 385 120 224 2324 1871 453 143 288 212 125 265 216
internal_count=3723 3675 789 116 2886 119 673 2767 2624 300 385 120 224 2324 1871 453 143 288 212 125 265 216
is_linear=0
shrinkage=0.0995203


Tree=7689
num_leaves=22
num_cat=0
split_feature=4 18 18 9 8 8 18 19 20 18 3 18 2 8 5 3 3 3 18 21 8
split_gain=0.0106416 0.00314995 0.0115922 0.00165415 0.00165588 0.0028711 0.00467051 0.00213839 0.00190271 0.00163611 0.00312179 0.00203586 0.00548437 0.00205618 0.00191305 0.00150997 0.00132273 0.00240916 0.00111718 0.00101651 0.000448323
threshold=0.15730000000000002 0.091725000000000015 0.09365500000000003 0.11408000000000003 -0.07743499999999999 -0.073644999999999988 -0.081229999999999983 -0.066709999999999992 -0.08267999999999999 -0.070104999999999987 0.093715000000000021 -0.019539999999999998 -0.086050000000000001 -0.083674999999999986 -0.025879999999999997 0.14530500000000005 0.11896500000000003 0.11089500000000001 0.10492000000000003 0.10254500000000003 -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
left_child=1 3 -3 4 9 6 -6 -7 -9 10 14 12 -11 -13 -1 16 17 18 -4 20 -5
right_child=-2 2 15 19 5 7 -8 8 -10 11 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00051807402335694961 -0.001488976793878343 0.0017029094051970494 -0.00023071804623158113 0.00024416277448591575 4.2209579996281449e-06 0.00051813999730346446 -0.0011031454473870803 0.00015384948974467684 -0.00018953727699886507 0.00049677974036031801 0.00072744429442287686 -6.3127836955968229e-05 -0.00072945559028915951 0.00037462928825666693 0.0001219925360259269 0.00055911289067573538 -0.00039595276255841174 0.00071563005737649969 0.00010873867586280622 -7.9106955548274198e-05 0.00070351734458132275
leaf_weight=52 48 47 133 53 72 54 76 196 818 50 79 780 125 123 403 60 63 54 343 48 46
leaf_count=52 48 47 133 53 72 54 76 196 818 50 79 780 125 123 403 60 63 54 343 48 46
internal_value=0 2.29108e-06 0.000192447 -4.21764e-05 -5.93348e-05 -0.000147044 -0.000558896 -8.92043e-05 -0.000122355 6.32009e-06 0.000149235 -6.37149e-05 -0.000374425 -2.59321e-06 4.70428e-05 8.24773e-05 3.28706e-05 8.53885e-05 1.21707e-05 0.000282349 0.000465869
internal_weight=0 3675 700 2975 2828 1216 148 1068 1014 1612 534 1078 175 903 455 653 593 530 476 147 99
internal_count=3723 3675 700 2975 2828 1216 148 1068 1014 1612 534 1078 175 903 455 653 593 530 476 147 99
is_linear=0
shrinkage=0.0995203


Tree=7690
num_leaves=27
num_cat=0
split_feature=4 18 18 1 5 2 2 4 28 4 3 2 4 1 18 18 1 1 18 5 2 7 2 1 10 17
split_gain=0.00863028 0.00260601 0.00503224 0.0101969 0.00152628 0.00138902 0.00470797 0.00569656 0.00195592 0.00173667 0.00314737 0.00227209 0.0026288 0.00117696 0.00241729 0.00312968 0.00110084 0.00408159 0.00177661 0.000973561 0.00157611 0.00090579 0.00115372 0.00212597 0.0020323 0.000738891
threshold=0.15730000000000002 0.089505000000000015 0.092750000000000013 -0.080085000000000003 -0.067559999999999995 0.0040650000000000018 0.10274500000000002 0.085720000000000018 0.080375000000000016 0.10533000000000002 0.10684000000000003 0.13896000000000006 0.13364000000000004 -0.057259999999999998 0.11362500000000002 0.10492000000000003 -0.077634999999999996 -0.057259999999999998 0.14808000000000004 -0.084089999999999984 -0.0064000000000000003 0.082845000000000016 -0.097424999999999998 -0.07002499999999999 0.090150000000000022 -0.036600000000000001
decision_type=2 2 2 2 2 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 13 8 7 -7 21 10 -8 -11 -13 14 15 -4 18 -18 -6 20 -15 22 24 -24 -1 -19
right_child=-2 2 4 -5 16 6 9 -9 -10 11 -12 12 -14 19 -16 -17 17 25 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=0.00025409580081589382 -0.0013407935875429902 0.0018792666593628695 -0.00035834268700003628 -3.3589249062164691e-06 -0.00039238423827154856 -0.0011792529594828061 0.00088141252361390401 2.0207354892814468e-05 0.00059113011932798428 -0.00072919108887155488 -0.00019362361190260207 0.00051400135191986872 -0.00040895724992099053 0.00020193967443028958 -0.00081070357713924934 0.00063564557756145992 0.0011524107252414079 -0.00019666867684819448 0.00033834120013538432 0.00045634548348121067 -0.00051405106834167343 -0.00040460887569365896 -0.00017722539237149997 3.4469135577930276e-05 -0.00043399205225594481 0.00033109557835247637
leaf_weight=293 48 48 94 68 58 87 55 69 52 49 51 64 58 89 54 47 50 54 76 55 46 61 749 1249 49 50
leaf_count=293 48 48 94 68 58 87 55 69 52 49 51 64 58 89 54 47 50 54 76 55 46 61 749 1249 49 50
internal_value=0 2.15176e-06 0.000162644 0.000768602 5.69826e-05 -4.14413e-05 -0.000205893 -0.000643475 -1.20787e-05 3.75879e-05 0.000356455 -0.000155285 6.85077e-05 -7.10207e-05 -0.000244035 -2.12073e-05 0.000230941 0.000412696 1.59479e-05 0.000102238 -3.59637e-05 -2.54838e-05 -1.52508e-05 -4.44801e-05 0.000153116 4.91928e-05
internal_weight=0 3675 789 116 673 2886 433 156 2453 277 106 171 122 385 195 141 288 154 134 190 135 2401 2340 1998 342 104
internal_count=3723 3675 789 116 673 2886 433 156 2453 277 106 171 122 385 195 141 288 154 134 190 135 2401 2340 1998 342 104
is_linear=0
shrinkage=0.0995203


Tree=7691
num_leaves=23
num_cat=0
split_feature=4 18 18 17 17 0 6 18 17 26 0 9 9 6 21 18 5 6 5 26 26 10
split_gain=0.00699795 0.00233208 0.00919387 0.0013898 0.00329278 0.00654304 0.0071678 0.00195495 0.0020396 0.00179681 0.00282355 0.00169401 0.00516695 0.00378979 0.00198395 0.00131517 0.00126596 0.00125659 0.0030382 0.00138781 0.00206712 0.00120567
threshold=0.15730000000000002 0.091725000000000015 0.09365500000000003 -0.011809999999999999 -0.0062099999999999994 -0.087184999999999999 0.087455000000000019 0.084900000000000017 -0.000475 0.11081000000000002 -0.070134999999999989 0.084345000000000017 0.08486500000000001 0.085760000000000017 0.083545000000000022 -0.085454999999999989 0.23074000000000006 0.098855000000000012 -0.052494999999999993 0.11746500000000003 0.10725000000000003 0.086275000000000018
decision_type=2 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 9 5 -5 -7 8 -6 11 -11 13 -13 14 -1 -10 17 19 -19 20 -4 -14
right_child=-2 2 16 4 7 6 -8 -9 15 10 -12 12 21 -15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.00015718401336554079 -0.001207357594747636 0.0015107574942410779 0.00011281643760534882 0.00016057390698266493 0.00050689948601442814 -0.00014694062313572152 -0.0018892054107865787 -0.0005178026478492966 -0.0004089667260102945 0.0009093762993180591 -1.4685672608344644e-05 -0.0008768787355668199 -4.6301257167147972e-05 0.00079012140682882331 0.00027506802387071639 -1.7313441057434029e-05 0.00053449775048415625 -0.00069070920377713543 0.00034567450176587096 0.00050678594804692107 -0.00054668481563476196 0.00043225589881070456
leaf_weight=246 48 47 361 77 69 46 50 83 93 57 73 75 739 76 183 1052 53 69 46 70 54 56
leaf_count=246 48 47 361 77 69 46 50 83 93 57 73 75 739 76 183 1052 53 69 46 70 54 56
internal_value=0 1.91546e-06 0.000165563 -3.63147e-05 -0.000105267 -0.000513615 -0.0010629 -5.0168e-05 -1.75219e-05 3.04897e-05 0.000384183 -2.35502e-06 -8.70991e-05 0.000142019 2.5295e-05 -4.98396e-05 6.74883e-05 2.48714e-05 -0.000269037 9.6249e-05 2.50292e-05 -1.15618e-05
internal_weight=0 3675 700 2975 1470 173 96 1297 1214 1505 130 1375 870 505 429 1145 653 600 115 485 415 795
internal_count=3723 3675 700 2975 1470 173 96 1297 1214 1505 130 1375 870 505 429 1145 653 600 115 485 415 795
is_linear=0
shrinkage=0.0995203


Tree=7692
num_leaves=11
num_cat=0
split_feature=17 18 11 4 4 1 3 1 1 2
split_gain=0.00134444 0.0087667 0.00103959 0.00187079 0.00110124 0.00112797 0.00112983 0.00122223 0.000927995 0.000249304
threshold=0.50822500000000015 -0.064960000000000004 -0.37931999999999999 0.15221500000000004 0.14154500000000006 0.55657000000000012 0.14530500000000005 -0.082489999999999994 -0.020614999999999998 -0.077544999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -4 -3 -10
right_child=1 8 3 -5 -6 -7 -8 -9 9 -11
leaf_value=-0.00036908594576292724 0.0014730054143956117 -0.00044401980381509297 0.00010030817908095287 0.00062487441458783106 -0.00044584400778882713 0.00049380696414318972 0.00040148588524159697 -3.2274348133971815e-05 0.0002573745773487459 -4.618664893534877e-05
leaf_weight=67 47 48 988 51 50 50 74 2265 46 56
leaf_count=67 47 48 988 51 50 50 74 2265 46 56
internal_value=0 0.000286053 1.84065e-05 2.61065e-05 1.69569e-05 2.40515e-05 1.67457e-05 7.74192e-06 -8.04012e-05 8.26878e-05
internal_weight=0 197 3545 3478 3427 3377 3327 3253 150 102
internal_count=3742 197 3545 3478 3427 3377 3327 3253 150 102
is_linear=0
shrinkage=0.0995203


Tree=7693
num_leaves=21
num_cat=0
split_feature=26 18 1 5 18 9 9 9 8 11 1 5 5 3 18 29 3 6 18 18
split_gain=0.00164945 0.00241397 0.00748111 0.00354 0.00342629 0.00311441 0.00592088 0.00381873 0.00317915 0.00184371 0.0014793 0.00117078 0.0014028 0.00508075 0.00225909 0.00123947 0.00156022 0.00179291 0.000845941 0.000951366
threshold=0.096425000000000025 -0.067359999999999989 -0.047889999999999995 0.054660000000000007 -0.0051099999999999991 0.097365000000000021 0.095415000000000014 0.11296000000000002 -0.052214999999999998 -0.37931999999999999 0.55657000000000012 -0.021739999999999999 -0.041054999999999994 0.087625000000000022 -0.046804999999999992 0.0050600000000000011 0.12274500000000002 0.12080000000000003 -0.049119999999999997 -0.0079049999999999988
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 -3 6 8 -7 -6 -1 11 12 18 -14 -15 16 17 -13 -11 -20
right_child=1 3 -4 -5 5 7 -8 -9 -10 10 -12 15 13 14 -16 -17 -18 -19 19 -21
leaf_value=-0.00055766151989223396 0.0015102785942381087 0.00091934634375324281 -3.9430002315295484e-05 -0.00049926134702778116 -0.00012222648033408185 0.00090557981250945761 -0.0010800909456806225 -3.49427352498812e-05 0.00078130145584661521 0.00037191107643897499 0.00048216490463807836 8.3499233476116459e-05 0.00043157233136393561 -0.0013062249394674584 -0.00029684824621738708 0.00051568791732030275 -0.00037080022600208224 -0.00049893203743721533 -0.00041209732289021841 -2.867268819449426e-05
leaf_weight=58 50 56 78 88 146 82 52 86 52 48 64 1439 50 46 47 56 87 54 69 1034
leaf_count=58 50 56 78 88 146 82 52 86 52 48 64 1439 50 46 47 56 87 54 69 1034
internal_value=0 0.000168435 0.00055953 7.79031e-05 0.000186783 8.66821e-05 -0.000133529 0.000419249 0.000110929 -1.69157e-06 8.8053e-06 -1.2549e-06 -7.22634e-05 -0.000366851 -0.000804913 5.44091e-05 3.75419e-05 6.18851e-05 -3.49527e-05 -5.34007e-05
internal_weight=0 690 128 562 474 418 250 168 198 3052 2994 2930 1294 143 93 1636 1580 1493 1151 1103
internal_count=3742 690 128 562 474 418 250 168 198 3052 2994 2930 1294 143 93 1636 1580 1493 1151 1103
is_linear=0
shrinkage=0.0995203


Tree=7694
num_leaves=25
num_cat=0
split_feature=26 17 3 6 0 17 6 6 0 17 9 3 26 26 26 18 6 9 8 6 7 17 17 3
split_gain=0.00135468 0.00305624 0.00138231 0.0015536 0.00528527 0.00126948 0.00296348 0.00236348 0.00182568 0.00162986 0.00106182 0.000883707 0.00180076 0.00224584 0.00196414 0.00122764 0.00452488 0.00290166 0.00100914 0.00247121 0.00126175 0.000969648 0.00168566 0.00083393
threshold=0.094605000000000022 0.50822500000000015 0.14530500000000005 0.098855000000000012 -0.069955000000000003 -0.036600000000000001 0.091025000000000023 0.090195000000000011 -0.090789999999999996 0.056905000000000011 0.10153500000000003 0.084955000000000017 0.088435000000000027 0.087575000000000028 0.086580000000000032 -0.015440000000000001 0.085465000000000027 0.083715000000000026 0.24853500000000003 -0.46637499999999998 -0.073114999999999999 -0.55286000000000002 -0.56655999999999984 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 2 2
left_child=11 2 3 5 -5 7 8 10 -7 -8 -2 12 13 14 15 17 -17 -1 19 -13 -21 22 -22 -23
right_child=1 -3 -4 4 -6 6 9 -9 -10 -11 -12 18 -14 -15 -16 16 -18 -19 -20 20 21 23 -24 -25
leaf_value=-4.1625644036628148e-05 0.00027027756847946367 0.00076147756083184417 0.00058498480770903527 -0.00094894261470027119 0.00035550018541425016 0.0004360926889712446 0.0011230496088654755 -0.00066214083107980889 -0.00016164230044767776 0.00026483146470314861 -0.00024136763787085464 -0.00060943059257747483 0.00068993598013829152 -0.0006037291843411707 0.00072808040811649891 0.00013428793576741592 -0.0008097360916716769 0.00085761116504690907 0.00035045258129369738 0.00043710886499053999 -0.00011881257129816299 -0.00024434936208623419 0.00062456360154198079 -3.1169053988409418e-05
leaf_weight=96 124 72 50 60 62 77 48 51 146 46 58 74 48 47 47 232 64 55 66 57 60 204 58 1840
leaf_count=96 124 72 50 60 62 77 48 51 146 46 58 74 48 47 47 232 64 55 66 57 60 204 58 1840
internal_value=0 0.000141853 7.89284e-05 4.00571e-05 -0.000279319 0.000112389 0.000242545 -6.11765e-05 4.10796e-05 0.00071178 0.000102728 -4.36595e-06 0.000104356 5.08875e-05 0.000114826 4.85137e-05 -6.70598e-05 0.00028049 -3.18589e-05 -4.32201e-05 -2.3969e-05 -3.65037e-05 0.000239638 -5.28459e-05
internal_weight=0 794 722 672 122 550 317 233 223 94 182 2948 589 541 494 447 296 151 2359 2293 2219 2162 118 2044
internal_count=3742 794 722 672 122 550 317 233 223 94 182 2948 589 541 494 447 296 151 2359 2293 2219 2162 118 2044
is_linear=0
shrinkage=0.0995203


Tree=7695
num_leaves=11
num_cat=0
split_feature=27 8 4 4 2 9 5 5 5 21
split_gain=0.000999142 0.00102486 0.00155669 0.00127308 0.00141874 0.00127225 0.00274087 0.00116608 0.00152092 0.00133258
threshold=-0.032854999999999995 0.24614500000000003 0.15221500000000004 0.13707500000000003 0.14153500000000005 0.12652000000000005 -0.080724999999999991 -0.021739999999999999 -0.026719999999999997 0.13118000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -7 8 -2 -9
right_child=1 -3 -4 4 -6 6 -8 9 -10 -11
leaf_value=0.00035374092980478488 -2.8179783599697888e-05 -0.00039866430811484908 0.00053883362030591379 -0.00072510499501700755 0 0.00090784003378237732 -0.00012740777502136445 8.7062681376599431e-05 -0.00054052453684039008 -0.00036024493122230854
leaf_weight=89 1496 58 57 48 61 49 50 1706 60 68
leaf_count=89 1496 58 57 48 61 49 50 1706 60 68
internal_value=0 1.55917e-05 2.25028e-05 1.39529e-05 -0.000320345 2.48182e-05 0.000376719 1.41105e-05 -4.84621e-05 6.94553e-05
internal_weight=0 3653 3595 3538 109 3429 99 3330 1556 1774
internal_count=3742 3653 3595 3538 109 3429 99 3330 1556 1774
is_linear=0
shrinkage=0.0995203


Tree=7696
num_leaves=12
num_cat=0
split_feature=18 4 6 26 6 26 3 26 28 0 1
split_gain=0.00887185 0.00225989 0.0010154 0.00231989 0.00504146 0.00375597 0.00271301 0.00125806 0.000803416 0.00075714 0.00137198
threshold=0.26473000000000008 0.15615500000000004 0.11345500000000001 0.096535000000000024 0.12638500000000005 0.090385000000000021 0.098755000000000023 -0.236315 0.080375000000000016 0.12461500000000002 -0.50954999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 6 -4 -1 9 10 -9
right_child=-2 -3 3 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.00037987322076704665 0.0011233677158157521 0.00064352426061445095 -0.00085730905631690719 -0.0012898556975060936 0.00013165398009628223 0.00067022502410615619 8.8046631735654542e-05 0.00046466472784417468 0.00032987254831670035 -0.00028259994464776666 -7.046594238742985e-07
leaf_weight=85 70 52 51 50 47 58 70 64 75 91 3035
leaf_count=85 70 52 51 50 47 58 70 64 75 91 3035
internal_value=0 -7.49225e-06 -1.70542e-05 -0.000200559 -0.000592644 7.33826e-06 -0.000303644 -1.69119e-06 7.90357e-06 7.71355e-08 8.64192e-06
internal_weight=0 3678 3626 276 97 179 121 3350 3265 3190 3099
internal_count=3748 3678 3626 276 97 179 121 3350 3265 3190 3099
is_linear=0
shrinkage=0.0995203


Tree=7697
num_leaves=10
num_cat=0
split_feature=18 4 29 27 30 2 1 4 3
split_gain=0.00719345 0.00183243 0.000969985 0.0010826 0.00142196 0.00106338 0.000897809 0.00188693 0.000896271
threshold=0.26473000000000008 0.15615500000000004 0.096845000000000028 -0.032854999999999995 0.098380000000000009 0.040040000000000013 0.41291000000000005 0.13662500000000002 0.087515000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -4 8 -8 -5
right_child=-2 -3 5 4 -6 -7 7 -9 -10
leaf_value=0.00041202652127043726 0.0010115700964969786 0.00057948063994170656 -0.00065208086950833391 6.1083699614698298e-05 -0.00045504799807039644 0 0.00035701591081644497 -0.00035254676015626299 -5.3232738337688075e-05
leaf_weight=60 70 52 49 975 71 46 163 47 2215
leaf_count=60 70 52 49 975 71 46 163 47 2215
internal_value=0 -6.70232e-06 -1.53345e-05 -6.65483e-06 -1.4128e-05 -0.000329326 -4.67982e-06 0.000194311 -1.80361e-05
internal_weight=0 3678 3626 3531 3471 95 3400 210 3190
internal_count=3748 3678 3626 3531 3471 95 3400 210 3190
is_linear=0
shrinkage=0.0995203


Tree=7698
num_leaves=16
num_cat=0
split_feature=8 6 11 4 7 29 3 17 17 0 17 26 17 9 17
split_gain=0.00223279 0.00681149 0.00150948 0.0014632 0.00219656 0.00167449 0.00106317 0.000991101 0.000825961 0.000951211 0.00108447 0.000878841 0.00076755 0.000517076 0.000238288
threshold=-0.097249999999999989 0.089315000000000019 -0.36896999999999996 0.13707500000000003 0.058975000000000007 0.096845000000000028 -0.02172 0.07134500000000002 -0.0069749999999999994 -0.113275 0.07134500000000002 1.0000000180025095e-35 -0.080579999999999999 0.08597500000000001 -0.14813999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 4 5 6 -4 -8 12 10 -10 -11 14 -13 -1
right_child=2 -3 3 -5 -6 -7 7 -9 9 11 -12 13 -14 -15 -16
leaf_value=-0.00014593271865769351 0.00054553382482864328 0.0010009736003185636 -0.00043088215058791464 -0.00051126680681088451 0.00049912829775135704 -0.00062859837258252675 1.3800120428376581e-05 -0.00013401660789407751 -0.00034346063606273739 2.8949283590184675e-06 0.00024669214200369598 0.00070573022352132255 -0.00048518721093350936 0.00021384614072817273 0.00016917604374653512
leaf_weight=49 46 88 62 61 79 46 2384 552 67 67 56 52 47 46 46
leaf_count=49 46 88 62 61 79 46 2384 552 67 67 56 52 47 46 46
internal_value=0 0.000202862 -1.9619e-05 -2.80411e-05 -1.83403e-05 -3.2039e-05 -2.26125e-05 -1.37122e-05 3.76232e-05 0.000136004 -6.81177e-05 0.000293128 -0.000156144 0.000483199 0
internal_weight=0 518 3230 3184 3123 3044 2998 2936 430 288 123 165 142 98 95
internal_count=3748 518 3230 3184 3123 3044 2998 2936 430 288 123 165 142 98 95
is_linear=0
shrinkage=0.0995203


Tree=7699
num_leaves=19
num_cat=0
split_feature=8 6 11 29 11 3 2 26 0 3 26 17 5 8 1 17 17 17
split_gain=0.00181635 0.00551774 0.00122439 0.00108286 0.000957029 0.000884129 0.00379905 0.00431093 0.000797958 0.00218126 0.00143036 0.000673222 0.000949339 0.000889291 0.00114774 0.000697579 0.000622379 0.000193219
threshold=-0.097249999999999989 0.089315000000000019 -0.36896999999999996 0.096845000000000028 -0.08577499999999999 0.084955000000000017 -0.016354999999999998 0.088435000000000027 -0.072274999999999992 0.090435000000000029 0.099855000000000013 -0.0069749999999999994 -0.50544999999999984 -0.39070999999999995 0.10924000000000002 0.056905000000000011 -0.080579999999999999 -0.14813999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -2 4 -4 6 7 -6 10 -10 -7 16 -13 15 -15 -14 17 -1
right_child=2 -3 3 -5 5 8 -8 -9 9 -11 -12 12 13 14 -16 -17 -18 -19
leaf_value=-0.00013140947260824602 0.00049124211144559637 0.0009013564669036354 -0.00039270438974628306 -0.00047195578307102179 -0.00011793087486049503 -3.0503221917615282e-05 0.00084925367960100677 0.00087004288058180378 0.00047243468548947728 -0.00017814924249767592 0.00023498080760085642 -0.00020847407735758417 -0.00027373718865894261 0.00011910975264354754 0.00076230401922293693 0.00023967413072675139 -0.00043690134044864715 0.0001523394923881528
leaf_weight=49 46 88 66 53 349 1696 61 50 55 626 228 64 47 66 52 59 47 46
leaf_count=49 46 88 66 53 349 1696 61 50 55 626 228 64 47 66 52 59 47 46
internal_value=0 0.000182987 -1.76665e-05 -2.5276e-05 -1.74533e-05 -9.1058e-06 0.000117715 3.82375e-06 -3.18145e-05 -0.000124404 5.31987e-07 3.40684e-05 0.000123034 0.000221406 0.000409489 4.30658e-06 -0.000140604 0
internal_weight=0 518 3230 3184 3131 3065 460 399 2605 681 1924 430 288 224 118 106 142 95
internal_count=3748 518 3230 3184 3131 3065 460 399 2605 681 1924 430 288 224 118 106 142 95
is_linear=0
shrinkage=0.0995203


Tree=7700
num_leaves=15
num_cat=0
split_feature=26 3 26 6 18 18 17 6 6 6 0 7 7 10
split_gain=0.00580995 0.00186466 0.00101766 0.00195597 0.00242469 0.00366845 0.00200042 0.000556455 0.00132543 0.00130642 0.00160808 0.00104605 0.000725199 0.00147316
threshold=0.5128250000000002 0.31589000000000006 0.10924500000000002 -0.101065 -0.023444999999999997 0.022040000000000008 0.059130000000000009 0.088315000000000018 0.089090000000000016 0.089810000000000015 -0.080614999999999992 0.07988000000000002 0.056805000000000015 0.090150000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -5 -6 -7 11 -9 -10 -11 12 13 -1
right_child=-2 -3 3 4 5 6 -8 8 9 10 -12 -13 -14 -15
leaf_value=4.0599118349766906e-05 0.0011024247336776606 -0.00057434469659836597 -0.0003849302879459116 -0.00017625174333194159 0.0011255711291256049 2.3365523851551192e-05 0.00078173817728075814 -0.00048506495522543939 0.00040149050076760187 -0.00023229775739499095 7.7122445141198585e-05 -0.0003677540868101149 0.00042436464135069672 -0.00047522935286204359
leaf_weight=2289 49 53 53 90 57 147 46 70 63 321 340 65 47 56
leaf_count=2289 49 53 53 90 57 147 46 70 63 321 340 65 47 56
internal_value=0 1.11935e-05 1.99345e-05 0.000171217 0.000260318 0.000420758 0.000208359 1.39477e-06 -7.07657e-05 -2.95784e-05 -7.19022e-05 2.50472e-05 3.60634e-05 2.79317e-05
internal_weight=0 3697 3644 393 340 250 193 3251 794 724 661 2457 2392 2345
internal_count=3746 3697 3644 393 340 250 193 3251 794 724 661 2457 2392 2345
is_linear=0
shrinkage=0.0995203


Tree=7701
num_leaves=17
num_cat=0
split_feature=26 11 26 1 2 18 17 9 29 6 20 0 10 6 22 17
split_gain=0.00471092 0.0016416 0.000818151 0.00296969 0.00673609 0.00170609 0.00203955 0.000624909 0.00103461 0.00131321 0.00151246 0.00149352 0.000697506 0.000835838 0.00100437 0.000831745
threshold=0.5128250000000002 -0.37179999999999996 0.11023000000000002 -0.083284999999999984 -0.081864999999999993 0.11061000000000003 -0.041415 -0.076039999999999983 -0.082484999999999989 -0.095554999999999987 -0.058504999999999995 -0.113275 0.088820000000000024 -0.14723999999999998 0.079065000000000024 -0.54604999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 -5 6 -6 8 -3 11 -11 -10 13 14 -9 -15
right_child=-2 2 3 4 5 -7 -8 12 9 10 -12 -13 -14 15 -16 -17
leaf_value=-0.00047034665732835495 0.00099271121936770224 0.00050082759536115645 -0.00042500114995123675 0.001388691879309536 0.00040262425521296743 0.00045605217956176008 -0.00031094907640975844 -0.00037364272298425974 -0.00010393576241921825 0.00016155773132566265 -0.00059943173912973267 0.0005844981633477827 0.00028450661205628436 -0.00022224676650597593 2.8740386083672888e-05 1.1818684844698738e-05
leaf_weight=69 49 63 70 47 58 87 123 137 56 49 52 66 77 160 105 2478
leaf_count=69 49 63 70 47 58 87 123 137 56 49 52 66 77 160 105 2478
internal_value=0 1.00575e-05 1.94198e-05 0.000156625 0.000288474 9.24703e-05 -7.77674e-05 2.87883e-06 0.000143547 3.89405e-05 -0.000222134 0.000261786 -1.04497e-05 -1.862e-05 -0.000195672 -2.06754e-06
internal_weight=0 3697 3628 385 315 268 181 3243 286 223 101 122 2957 2880 242 2638
internal_count=3746 3697 3628 385 315 268 181 3243 286 223 101 122 2957 2880 242 2638
is_linear=0
shrinkage=0.0995203


Tree=7702
num_leaves=19
num_cat=0
split_feature=23 3 0 9 17 1 0 3 5 2 5 26 1 17 2 0 2 1
split_gain=0.00437402 0.00143733 0.000661525 0.00146606 0.00304547 0.00272083 0.00337452 0.00111823 0.00111489 0.00159863 0.00132397 0.000882288 0.00136684 0.00426365 0.00194839 0.00119759 0.000812073 0.000809387
threshold=-0.068919999999999995 0.31589000000000006 -0.051394999999999996 0.095415000000000014 -0.54604999999999992 -0.49056499999999997 0.019150000000000004 0.14823500000000003 0.23560500000000004 0.097285000000000024 0.13648000000000002 0.10924500000000002 -0.076329999999999995 -0.036600000000000001 -0.076254999999999989 -0.064859999999999987 -0.074304999999999996 -0.07002499999999999
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 -4 -5 -7 11 10 -10 -6 15 13 -13 -14 17 -17 -2
right_child=1 -3 3 5 8 6 -8 -9 9 -11 -12 12 14 -15 -16 16 -18 -19
leaf_value=0.00097505476989050719 -7.1180242016914409e-05 -0.00051052733037305854 -0.00060877567444634858 0.00099417098148268023 0.00014884862374483948 0.00050774477817948512 -0.00053568099363243823 -0.00047828717552443319 0.00083252266750718422 7.0902636084671647e-06 -0.00043369700895297696 -0.00023733609212092243 -0.00057684241017521697 0.00087752101517560646 0.00014767918210821908 -0.00065510612638882001 -6.712081211176108e-05 4.3368965987020885e-05
leaf_weight=47 992 52 66 48 159 81 49 48 47 50 51 58 46 79 183 47 53 1590
leaf_count=47 992 52 66 48 159 81 49 48 47 50 51 58 46 79 183 47 53 1590
internal_value=0 8.52609e-06 1.61514e-05 0.000116643 2.28489e-06 0.000351681 0.000108156 -1.4688e-06 0.00013632 0.000415482 3.47497e-06 5.77158e-06 0.000150903 0.000399562 0 -1.37286e-05 -0.00035166 -3.23594e-07
internal_weight=0 3699 3647 551 373 178 130 3096 307 97 210 3048 366 137 229 2682 100 2582
internal_count=3746 3699 3647 551 373 178 130 3096 307 97 210 3048 366 137 229 2682 100 2582
is_linear=0
shrinkage=0.0995203


Tree=7703
num_leaves=15
num_cat=0
split_feature=23 4 2 4 4 10 5 2 5 1 4 2 5 2
split_gain=0.00354697 0.00201573 0.000686748 0.00124298 0.00259354 0.0017973 0.00114501 0.00565065 0.00230992 0.000907878 0.000748487 0.000717448 0.00277866 0.000953476
threshold=-0.068919999999999995 0.14547000000000004 -0.083974999999999994 0.10300500000000003 0.10801000000000002 0.084475000000000022 -0.021739999999999999 -0.086254999999999984 -0.016339999999999997 -0.50763499999999995 0.13686500000000004 -0.083204999999999987 -0.0091849999999999987 -0.082794999999999994
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 -2 -8 -4 11 12 -11 -13
right_child=1 -3 9 4 -6 -7 8 -9 -10 10 -12 13 -14 -15
leaf_value=0.00087801707476455547 2.3878120597121594e-05 -0.00046538604799239346 0.00037026106688951128 0.0007450177220632544 -0.00012693326247756846 -0.00062973014306231384 0.00063323488967565594 -0.0011131417310205319 -3.6496659325548697e-05 0.00076411909208172783 0.00037438415098531302 -0.00037552100241661777 -0.00021922085170489924 2.6285845570122452e-05
leaf_weight=47 185 87 85 58 78 56 55 56 694 57 64 60 55 2109
leaf_count=47 185 87 85 58 78 56 55 56 694 57 64 60 55 2109
internal_value=0 7.61149e-06 1.92309e-05 -4.26175e-05 0.000238909 -8.0004e-05 -4.80815e-05 -0.000236929 1.15896e-05 4.96521e-05 3.76818e-05 2.78758e-05 0.00027392 1.47934e-05
internal_weight=0 3699 3612 1182 136 1046 990 241 749 2430 2345 2281 112 2169
internal_count=3746 3699 3612 1182 136 1046 990 241 749 2430 2345 2281 112 2169
is_linear=0
shrinkage=0.0995203


Tree=7704
num_leaves=9
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split_feature=10 18 6 3 0 26 29 8
split_gain=0.0196574 0.00516861 0.00189638 0.00115733 0.00335977 0.00137735 0.00172236 0.00129901
threshold=0.093790000000000026 0.26473000000000008 0.18621500000000005 0.15537500000000004 -0.057604999999999996 -0.2382 0.093650000000000025 -0.51030999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 -7
right_child=-2 -3 -4 4 -6 6 -8 -9
leaf_value=-0.00051438245204858538 -0.0017579256241270463 0.00083038151143784785 -0.00051415308911307374 0.00089127619175027092 -0.00017197392996708862 0.00050144070565407046 0.00051629501807826225 -2.4943257354864143e-05
leaf_weight=54 64 73 74 53 64 47 61 3254
leaf_count=54 64 73 74 53 64 47 61 3254
internal_value=0 1.11494e-06 -1.54412e-05 -4.76375e-06 0.000302673 -1.55333e-05 -7.27732e-06 -1.72005e-05
internal_weight=0 3680 3607 3533 117 3416 3362 3301
internal_count=3744 3680 3607 3533 117 3416 3362 3301
is_linear=0
shrinkage=0.0995203


Tree=7705
num_leaves=14
num_cat=0
split_feature=20 8 6 5 29 21 3 2 9 6 6 29 8
split_gain=0.0184324 0.00218369 0.00565788 0.0086949 0.00193596 0.00282023 0.00129983 0.00109429 0.000834153 0.000696486 0.00140632 0.000675175 0.000940186
threshold=0.24030500000000005 -0.091600000000000001 0.090845000000000023 -0.082179999999999989 0.093650000000000025 0.15372000000000005 0.14721500000000004 -0.24163499999999999 -0.090699999999999989 0.087575000000000028 0.079640000000000016 -0.046564999999999995 -0.49499500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 5 6 7 -3 -9 10 11 -1 -13
right_child=-2 4 3 -5 -6 -7 -8 8 -10 -11 -12 12 -14
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leaf_weight=59 70 63 46 46 55 52 70 67 2688 50 83 80 315
leaf_count=59 70 63 46 46 55 52 70 67 2688 50 83 80 315
internal_value=0 4.38203e-06 0.000165716 0.000891911 -3.1921e-05 -4.31231e-05 -2.97489e-05 -4.05353e-05 -3.0838e-05 5.05059e-05 8.47775e-05 1.40522e-05 -3.09637e-05
internal_weight=0 3674 679 92 2995 2940 2888 2818 2755 587 537 454 395
internal_count=3744 3674 679 92 2995 2940 2888 2818 2755 587 537 454 395
is_linear=0
shrinkage=0.0995203


Tree=7706
num_leaves=9
num_cat=0
split_feature=22 18 21 28 4 8 23 30
split_gain=0.0182902 0.00416367 0.0017476 0.001377 0.00102179 0.00263356 0.00118252 0.00105211
threshold=0.13160500000000006 0.26473000000000008 0.15442000000000003 0.084260000000000015 0.13849500000000003 -0.076924999999999993 -0.046924999999999994 0.10000000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=-0.00043673660001770616 -0.0018416650322768077 0.00074737126998362447 -0.00057908423879515422 0.00045776194117818513 -8.6454299447319503e-05 0.00082108185125587903 -6.3329715924337212e-06 -0.00045382173136738053
leaf_weight=67 54 73 53 63 80 51 3250 53
leaf_count=67 54 73 53 63 80 51 3250 53
internal_value=0 3.06573e-06 -1.17299e-05 -3.06309e-06 -1.15894e-05 0.000260612 -2.24135e-05 -1.37612e-05
internal_weight=0 3690 3617 3564 3501 131 3370 3303
internal_count=3744 3690 3617 3564 3501 131 3370 3303
is_linear=0
shrinkage=0.0995203


Tree=7707
num_leaves=15
num_cat=0
split_feature=10 8 6 29 6 10 0 9 9 2 6 2 0 9
split_gain=0.0157995 0.00167343 0.00481659 0.00181266 0.00185186 0.00103805 0.000941256 0.000993134 0.00090842 0.00102873 0.000850441 0.00294758 0.0012518 0.000521356
threshold=0.096215000000000023 -0.091600000000000001 0.090845000000000023 0.093650000000000025 0.18621500000000005 0.084475000000000022 0.0083400000000000019 0.088325000000000028 -0.090699999999999989 -0.012154999999999999 -0.083069999999999991 -0.079844999999999985 -0.11524 0.091310000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 8 7 10 -3 -10 12 -12 -1 -9
right_child=-2 3 -4 -5 -6 -7 -8 13 9 -11 11 -13 -14 -15
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leaf_weight=114 52 74 90 55 58 86 73 47 2326 410 135 73 70 81
leaf_count=114 52 74 90 55 58 86 73 47 2326 410 135 73 70 81
internal_value=0 2.99642e-06 0.000143829 -2.86985e-05 -3.94966e-05 -2.80486e-05 3.94185e-05 8.76116e-05 -1.73191e-05 -7.70737e-06 0.000167197 0.000305187 6.75965e-06 -0.000149723
internal_weight=0 3692 683 3009 2954 2896 593 520 2810 2736 392 208 184 128
internal_count=3744 3692 683 3009 2954 2896 593 520 2810 2736 392 208 184 128
is_linear=0
shrinkage=0.0995203


Tree=7708
num_leaves=9
num_cat=0
split_feature=10 27 0 0 7 18 26 18
split_gain=0.0185243 0.00184221 0.00128508 0.00124172 0.000921022 0.00105603 0.00235182 0.000993708
threshold=0.096215000000000023 0.11726500000000002 -0.25289499999999993 -0.229625 0.082845000000000016 0.11835500000000003 0.11659500000000002 0.10085500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 -5
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=0.00043677874823729544 -0.0018602606903193753 0.00059036800381100487 -0.00040294596269637475 6.9813172414936433e-07 -0.0003249283060824724 -2.0852301899498401e-05 -0.00066717292247338658 0.00023769213252960774
leaf_weight=62 54 51 82 2900 90 238 74 187
leaf_count=62 54 51 82 2900 90 238 74 187
internal_value=0 -3.29481e-06 -1.1854e-05 -1.98724e-05 -1.06346e-05 -2.07179e-06 -0.00017677 1.53196e-05
internal_weight=0 3684 3633 3571 3489 3399 312 3087
internal_count=3738 3684 3633 3571 3489 3399 312 3087
is_linear=0
shrinkage=0.0995203


Tree=7709
num_leaves=8
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split_feature=22 29 2 10 17 5 18
split_gain=0.0156983 0.00258311 0.000933168 0.00237899 0.00141859 0.00164093 0.000895392
threshold=0.13292500000000004 -0.14715999999999999 -0.24206999999999998 0.09056500000000002 -0.56655999999999984 0.63223000000000018 0.11835500000000003
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6
right_child=-2 2 3 -5 5 -7 -8
leaf_value=0.00072842191548526272 -0.0018544967658353153 -0.00045490290182633722 0.00043308112489438464 0.00056195437940521464 -4.4581556205455243e-06 -0.00060715933309290625 -0.00018675993829066391
leaf_weight=47 46 47 67 71 3119 48 293
leaf_count=47 46 47 67 71 3119 48 293
internal_value=0 -4.33334e-06 -1.40064e-05 -8.01948e-06 -1.97254e-05 -2.87302e-05 -2.0353e-05
internal_weight=0 3692 3645 3598 3527 3460 3412
internal_count=3738 3692 3645 3598 3527 3460 3412
is_linear=0
shrinkage=0.0995203


Tree=7710
num_leaves=14
num_cat=0
split_feature=10 22 30 18 18 6 3 6 6 17 9 1 3
split_gain=0.0159463 0.00164021 0.0016756 0.000834425 0.00155948 0.00123194 0.00270165 0.00182065 0.00313319 0.00220332 0.00118491 0.00437627 0.00416149
threshold=0.096215000000000023 0.13264000000000004 0.11955500000000002 0.089020000000000016 0.087065000000000017 0.099330000000000016 0.10850000000000003 0.090195000000000011 0.088915000000000022 -0.036600000000000001 0.11408000000000003 0.10055500000000002 0.16637500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 7 -7 8 -5 -9 12 -12 -1
right_child=-2 -3 -4 5 -6 6 -8 9 -10 -11 11 -13 -14
leaf_value=-4.3291162043604198e-06 -0.0017224195572377982 0.00058440706993751954 0.00054252736546392172 -0.00015197086736086577 0.00052009133598981733 0.0007375529677663853 -0.00020122816358696157 -0.0010403229355046681 0.00066251236760908291 -0.00021063249752254046 0.00018684850375427127 -0.0010009621662337186 0.00091216967025360034
leaf_weight=2564 54 47 54 450 58 51 73 46 52 114 73 52 50
leaf_count=2564 54 47 54 450 58 51 73 46 52 114 73 52 50
internal_value=0 4.06778e-08 -7.28586e-06 -1.58007e-05 9.39001e-06 -0.000106484 0.000178282 -0.00016106 -6.59713e-05 -0.000454285 -1.12553e-06 -0.000300732 1.28883e-05
internal_weight=0 3684 3637 3583 2797 786 124 662 502 160 2739 125 2614
internal_count=3738 3684 3637 3583 2797 786 124 662 502 160 2739 125 2614
is_linear=0
shrinkage=0.0995203


Tree=7711
num_leaves=11
num_cat=0
split_feature=22 10 29 4 4 4 20 1 4 18
split_gain=0.0135251 0.00245328 0.00141867 0.000896061 0.0028201 0.00190653 0.00121749 0.00172441 0.000959612 0.00107351
threshold=0.13292500000000004 0.098635000000000014 -0.11266 0.12061000000000001 0.12829500000000002 0.11706000000000001 -0.046109999999999991 0.51334500000000016 0.11284500000000003 0.089020000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 8 -6 -8 9 -4
right_child=-2 -3 3 4 6 -7 7 -9 -10 -11
leaf_value=0.0005105364505197629 -0.0017181157681969957 0.00072120078607846975 2.5001719836240897e-05 -0.00090215929663226132 0.00035485318872451732 0.00060647117880390585 -0.00044763729372033329 0.00017453361058689858 -0.00041761293643813194 -0.00011410630107710542
leaf_weight=51 46 46 2506 46 56 50 101 76 57 703
leaf_count=51 46 46 2506 46 56 50 101 76 57 703
internal_value=0 -7.98662e-07 -1.01324e-05 -1.77465e-05 -0.000189089 -3.08328e-06 -4.47973e-05 -0.000175865 -1.26658e-05 -5.21776e-06
internal_weight=0 3692 3646 3595 279 3316 233 177 3266 3209
internal_count=3738 3692 3646 3595 279 3316 233 177 3266 3209
is_linear=0
shrinkage=0.0995203


Tree=7712
num_leaves=9
num_cat=0
split_feature=22 10 0 6 10 6 7 9
split_gain=0.0054169 0.00392176 0.00160021 0.00853823 0.00129097 0.00124499 0.000675103 0.00131313
threshold=0.12975500000000004 0.091870000000000021 -0.23032 -0.087825 0.087870000000000018 -0.52821499999999999 0.082845000000000016 0.11891000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 -7
right_child=-2 -3 4 -5 -6 6 -8 -9
leaf_value=-0.0011582214022804035 0.00088844723698432474 0.00073389299197255942 -0.00046208987036919458 0.00049070548189057532 -0.00054007419460748993 -6.6564838547267922e-06 -0.00028660406988946291 0.0003112480144027724
leaf_weight=66 67 68 59 58 46 3185 80 134
leaf_count=66 67 68 59 58 46 3185 80 134
internal_value=0 -1.44546e-05 -2.87067e-05 -0.000380347 -1.60291e-05 -8.82127e-06 -7.1256e-07 5.93182e-06
internal_weight=0 3696 3628 124 3504 3458 3399 3319
internal_count=3763 3696 3628 124 3504 3458 3399 3319
is_linear=0
shrinkage=0.0995203


Tree=7713
num_leaves=9
num_cat=0
split_feature=22 10 5 0 6 10 10 6
split_gain=0.00439262 0.00325226 0.00155323 0.00134846 0.00692897 0.00110426 0.00168985 0.0010879
threshold=0.12975500000000004 0.09056500000000002 0.63455500000000009 -0.23032 -0.087825 0.086275000000000018 0.081620000000000012 -0.52821499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5
right_child=-2 -3 -4 5 -6 -7 -8 -9
leaf_value=-0.0010429549809345968 0.00080002875541629575 0.00061416577432174112 -0.00058421865641562342 -0.00043309076411154949 0.00044187036673094566 0.00046609071095716034 -0.00060710701702152109 1.5116616365333655e-06
leaf_weight=66 67 80 49 58 58 48 47 3290
leaf_count=66 67 80 49 58 58 48 47 3290
internal_value=0 -1.30381e-05 -2.71407e-05 -1.92586e-05 -0.000341838 -7.40313e-06 -1.43387e-05 -5.77279e-06
internal_weight=0 3696 3616 3567 124 3443 3395 3348
internal_count=3763 3696 3616 3567 124 3443 3395 3348
is_linear=0
shrinkage=0.0995203


Tree=7714
num_leaves=14
num_cat=0
split_feature=10 30 10 3 0 0 0 0 26 21 9 26 26
split_gain=0.00335732 0.0013146 0.00116163 0.00112163 0.00414104 0.00154293 0.00273052 0.00243637 0.0028664 0.00220431 0.00190836 0.00139349 0.00181544
threshold=0.091870000000000021 0.12577500000000003 0.087870000000000018 0.088805000000000023 -0.225295 -0.082224999999999993 -0.082794999999999994 -0.080204999999999985 0.090275000000000022 0.13042000000000004 0.11408000000000003 0.097910000000000011 0.091195000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 8 -7 -5 -9 12 -6
right_child=-2 -3 -4 5 11 7 -8 10 -10 -11 -12 -13 -14
leaf_value=-0.00099863294178911236 0.00066500884887369435 -0.0005351325597639674 -0.00048145673719669828 6.096318156181626e-05 -4.0412005995237529e-05 8.4387391265660239e-06 0.00087357551172922011 6.3788514067998029e-05 -0.00093258886126371663 0.00071876143018013918 -0.00034789724966343788 -0.0004624787268156 0.00049578032289051557
leaf_weight=46 74 47 50 867 1170 64 48 1019 61 54 125 72 66
leaf_count=46 74 47 50 867 1170 64 48 1019 61 54 125 72 66
internal_value=0 -1.19965e-05 -5.02061e-06 1.3834e-06 -6.9878e-05 4.48626e-05 0.000139564 -2.68053e-05 -0.000444234 0.00010042 1.80898e-05 -3.65895e-05 -1.1118e-05
internal_weight=0 3689 3642 3592 1354 2238 969 1269 125 921 1144 1308 1236
internal_count=3763 3689 3642 3592 1354 2238 969 1269 125 921 1144 1308 1236
is_linear=0
shrinkage=0.0995203


Tree=7715
num_leaves=11
num_cat=0
split_feature=22 26 1 21 36 0 3 18 18 18
split_gain=0.00330808 0.00112469 0.00294091 0.00185096 0.000995935 0.000957726 0.00489163 0.000921801 0.0017421 0.00118511
threshold=0.12975500000000004 -0.2382 0.62916000000000016 0.090995000000000006 0.089700000000000016 -0.23032 0.090835000000000013 -0.0079049999999999988 -0.010029999999999999 0.11835500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 -3 8 -7 -9
right_child=-2 2 -4 -5 -6 7 -8 9 -10 -11
leaf_value=0.00077206521346002012 0.00069421185363437404 -0.0010758721748208785 -0.00079450455188728448 -9.3496983642642504e-05 -0.00041893452835720752 -2.5530890861681646e-05 0.00021288906970510626 9.5228684189164027e-05 -0.00056453449001336409 -0.00012222818831152384
leaf_weight=47 67 47 48 48 58 1574 75 1440 62 297
leaf_count=47 67 47 48 48 58 1574 75 1440 62 297
internal_value=0 -1.13771e-05 -2.05079e-05 0.000326112 -9.82102e-06 -2.79749e-06 -0.000276891 6.87366e-06 -4.64581e-05 5.75756e-05
internal_weight=0 3696 3601 95 3553 3495 122 3373 1636 1737
internal_count=3763 3696 3601 95 3553 3495 122 3373 1636 1737
is_linear=0
shrinkage=0.0995203


Tree=7716
num_leaves=14
num_cat=0
split_feature=10 10 4 6 6 18 18 4 0 20 0 20 8
split_gain=0.00232135 0.00205629 0.00174185 0.00147589 0.00388444 0.0017034 0.00251266 0.00136977 0.00172256 0.000990214 0.00144406 0.00141468 0.000730352
threshold=0.088385000000000019 0.084475000000000022 0.15615500000000004 0.11146500000000002 0.11642500000000001 -0.080814999999999984 -0.063154999999999989 0.13528000000000004 -0.066264999999999991 0.084680000000000019 -0.095114999999999991 0.0040650000000000018 0.099175000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -6 -7 9 -9 11 -11 -1 -2
right_child=12 -3 -4 4 5 6 -8 8 -10 10 -12 -13 -14
leaf_value=3.7916137574396198e-05 0.00023512886587396086 -0.00051744998827256731 0.00060313113074162155 -0.00093169582742004011 0.00050596536480999161 -0.00073295190185855043 6.3610239790398593e-05 -0.00062546361072103921 0.00011049204114515987 0.00046271661513557074 -9.6854602914766948e-06 -0.00044584704372293535 0.00078583688131757289
leaf_weight=2758 62 72 50 58 48 54 138 69 55 131 119 61 46
leaf_count=2758 62 72 50 58 48 54 138 69 55 131 119 61 46
internal_value=0 8.65975e-06 1.95885e-05 1.09961e-05 -0.000200452 -2.03234e-05 -0.000156159 3.09868e-05 -0.00029243 4.43209e-05 0.000234579 2.71576e-05 0.00047727
internal_weight=0 3613 3541 3491 298 240 192 3193 124 3069 250 2819 108
internal_count=3721 3613 3541 3491 298 240 192 3193 124 3069 250 2819 108
is_linear=0
shrinkage=0.0995203


Tree=7717
num_leaves=9
num_cat=0
split_feature=22 9 2 2 7 2 8 23
split_gain=0.00173043 0.00129465 0.00105495 0.00118344 0.000972581 0.000929312 0.00121627 0.00106772
threshold=0.13292500000000004 0.22832000000000005 -0.24206999999999998 -0.23128999999999997 -0.075879999999999989 0.12875500000000004 -0.36115499999999995 -0.046924999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 -6
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=-0.00045797223081549255 0.00062723725192888552 0.00050091550882918918 0.00044622797928321582 0.00037109480606971535 -0.00040849935381864988 -6.5032458847093252e-05 -0.00060565321087466652 1.8469780702780495e-05
leaf_weight=48 46 53 61 70 59 183 55 3146
leaf_count=48 46 53 61 70 59 183 55 3146
internal_value=0 1.24453e-05 5.07156e-06 1.15194e-05 3.7381e-06 -3.49291e-06 -0.000193406 1.03544e-05
internal_weight=0 3675 3622 3574 3513 3443 238 3205
internal_count=3721 3675 3622 3574 3513 3443 238 3205
is_linear=0
shrinkage=0.0995203


Tree=7718
num_leaves=12
num_cat=0
split_feature=10 10 4 6 6 8 3 23 9 3 5
split_gain=0.00175458 0.00169859 0.00133909 0.00115792 0.00317481 0.0013398 0.00325275 0.00121775 0.000935544 0.000914979 0.000863881
threshold=0.088385000000000019 0.086030000000000023 0.15615500000000004 0.11146500000000002 0.11642500000000001 -0.077784999999999993 0.10850000000000003 -0.046924999999999994 0.12188500000000002 0.11089500000000001 -0.46244499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -6 -7 -1 10 -2 -9
right_child=9 -3 -4 4 5 6 -8 8 -10 -11 -12
leaf_value=-0.00036824356928589022 0.0006796356081807351 -0.00058146114291987106 0.00052596886542292259 -0.00084154534947461501 -0.00032729105228073438 0.00059868737835522246 -0.00031956723692644438 -0.00014611966631841443 0.00037536163924330521 7.6637008354064556e-05 4.1749899580006877e-05
leaf_weight=76 59 48 50 58 89 80 72 264 78 49 2798
leaf_count=76 59 48 50 58 89 80 72 264 78 49 2798
internal_value=0 6.20324e-06 1.43453e-05 6.83471e-06 -0.000180171 -1.76048e-05 0.000158339 2.44757e-05 3.42417e-05 0.000413633 2.52848e-05
internal_weight=0 3613 3565 3515 299 241 152 3216 3140 108 3062
internal_count=3721 3613 3565 3515 299 241 152 3216 3140 108 3062
is_linear=0
shrinkage=0.0995203


Tree=7719
num_leaves=10
num_cat=0
split_feature=10 10 4 3 23 1 8 1 4
split_gain=0.00142885 0.00143249 0.00107725 0.000971625 0.000899613 0.00117355 0.00357619 0.0011062 0.000695604
threshold=0.088385000000000019 0.084475000000000022 0.15615500000000004 0.10920500000000002 -0.046924999999999994 0.41897000000000012 -0.057284999999999996 0.40780000000000011 0.13271500000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 7 -7 8 -6
right_child=3 -3 -4 -5 5 6 -8 -9 -10
leaf_value=-0.00032583410009454149 6.3548229825631517e-05 -0.00043357246725194044 0.00047362426192543047 0.00067913624774781499 1.8261838625928778e-05 -5.994154531379093e-05 0.0010055773813258389 -0.00043062462640347629 -0.00031787485427100848
leaf_weight=78 55 72 50 53 3158 89 47 57 62
leaf_count=78 55 72 50 53 3158 89 47 57 62
internal_value=0 5.51825e-06 1.46776e-05 0.000373222 7.86979e-06 1.5736e-05 0.00030227 3.59468e-06 1.15354e-05
internal_weight=0 3613 3541 108 3491 3413 136 3277 3220
internal_count=3721 3613 3541 108 3491 3413 136 3277 3220
is_linear=0
shrinkage=0.0995203


Tree=7720
num_leaves=19
num_cat=0
split_feature=3 9 3 3 1 10 5 0 0 5 9 5 18 3 3 3 9 26
split_gain=0.00423813 0.00491075 0.00350876 0.0216987 0.0114885 0.00241995 0.00283037 0.0018572 0.00389895 0.00358211 0.00375383 0.00156052 0.00126175 0.00119371 0.00112115 0.00108224 0.000967202 0.000738627
threshold=0.17152000000000003 -0.020035000000000001 0.08544000000000003 0.084895000000000012 -0.084059999999999996 0.09056500000000002 0.63223000000000018 -0.085794999999999996 -0.087394999999999987 -0.01504 0.083610000000000032 -0.0031649999999999998 -0.010395 0.085845000000000019 -0.0091599999999999997 0.14823500000000003 0.083715000000000026 0.084100000000000022
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 7 -5 6 13 8 12 10 -9 -11 -1 -4 -13 16 -15 -14
right_child=1 -3 5 4 -6 -7 -8 9 -10 11 -12 14 17 15 -16 -17 -18 -19
leaf_value=-0.0003220124589960863 0 0.0014031674766879171 -0.0004289725671385796 0.00045358217705446875 0.002657908502901268 0.00063141095151026641 -0.00071726429034345187 -5.9511076899991047e-05 0.00079800955664217086 0.00042655238674890088 -0.0012339889007865587 0.00015459278272435145 -3.4063805887460913e-05 0.00010000333516398764 -0.00052738627719284704 -0.0003733875888382029 -3.8609568431446406e-05 0.00037837254000287036
leaf_weight=90 51 48 71 46 50 54 60 58 74 78 53 47 97 664 46 81 1996 73
leaf_count=90 51 48 71 46 50 54 60 58 74 78 53 47 97 664 46 81 1996 73
internal_value=0 0.000680677 2.02397e-05 0.000218501 0.0016102 -2.77246e-05 -4.04029e-05 2.84811e-07 0.000160389 -0.000186439 -0.000627673 9.51882e-05 -1.79389e-05 -2.56695e-05 -0.000173928 -1.49241e-05 -3.7007e-06 0.000138226
internal_weight=0 99 3638 712 96 2926 2872 616 334 282 111 171 260 2812 93 2741 2660 170
internal_count=3737 99 3638 712 96 2926 2872 616 334 282 111 171 260 2812 93 2741 2660 170
is_linear=0
shrinkage=0.0995203


Tree=7721
num_leaves=24
num_cat=0
split_feature=4 6 6 0 8 8 0 0 9 24 9 9 10 5 17 17 1 9 9 17 17 29 5
split_gain=0.00457639 0.00253197 0.00930426 0.0127054 0.00263608 0.0136776 0.00177534 0.00363716 0.00347363 0.00139342 0.00121295 0.00397416 0.00113823 0.00247216 0.00108259 0.0028915 0.00174552 0.0013124 0.00081431 0.000965001 0.00263117 0.00114166 0.000217034
threshold=0.15615500000000004 0.024640000000000006 0.083720000000000031 -0.081094999999999987 -0.08595499999999999 -0.084855 -0.071799999999999989 -0.074094999999999994 0.095415000000000014 -0.070455000000000004 0.083715000000000026 0.084115000000000009 0.09056500000000002 0.63223000000000018 -0.015100000000000001 -0.008454999999999999 -0.08616 0.085335000000000022 0.026545000000000006 -0.095109999999999986 -0.12647999999999998 -0.081594999999999987 0.00093000000000000016
decision_type=2 2 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 14 -6 7 -7 -8 -1 18 -12 13 -13 16 -16 22 -17 19 20 -11 -21 -4
right_child=-2 2 4 -5 5 6 8 -9 -10 10 11 12 -14 -15 15 17 -18 -19 -20 21 -22 -23 -24
leaf_value=-0.00058912241404416351 0.00098024031952163686 0.0021742525749505978 -0.00032689539344572533 0 0.00159831991804987 3.6955046513340483e-05 0.00085202071008906057 -0.00077417427919985896 4.4735333682093056e-06 5.8252086177567087e-05 -0.00096556518856117507 -5.0477904091732148e-05 0.00038966099196696078 -0.00079628383579804769 -0.0009844826296707325 -0.0004778178165805373 0.00057126943728152892 3.279245436446428e-05 0.0004002777178362569 -0.00020803826586805407 -0.00079546310443456857 0.00015157884038684657 -3.5773530145903204e-06
leaf_weight=46 50 50 47 57 60 615 73 60 145 127 50 1165 53 46 47 71 46 159 64 104 49 507 46
leaf_count=46 50 50 47 57 60 615 73 60 145 127 50 1165 53 46 47 71 46 159 64 104 49 507 46
internal_value=0 2.11048e-05 0.000122195 0.00101636 5.17095e-05 0.000143399 4.47275e-05 -3.39326e-05 0.00029204 -4.60099e-05 -3.40922e-05 -9.42776e-05 -5.91644e-05 -7.94835e-05 -0.000156372 -0.000270692 6.55576e-05 -0.000121272 5.78761e-05 2.89913e-05 -0.000174779 8.90276e-05 -0.000175777
internal_weight=0 3687 1476 107 1369 953 893 675 218 2211 2165 1314 1264 1211 416 277 139 230 851 787 176 611 93
internal_count=3737 3687 1476 107 1369 953 893 675 218 2211 2165 1314 1264 1211 416 277 139 230 851 787 176 611 93
is_linear=0
shrinkage=0.0995203


Tree=7722
num_leaves=17
num_cat=0
split_feature=23 3 3 17 2 6 1 17 38 17 26 3 10 5 20 21
split_gain=0.00422103 0.00246167 0.0153586 0.0258407 0.00227859 0.00338344 0.00301275 0.00300701 0.00184764 0.0014544 0.00165849 0.00133089 0.00125254 0.0019744 0.000930597 0.00127847
threshold=-0.068919999999999995 0.085505000000000012 0.084895000000000012 -0.012064999999999999 -0.086304999999999993 0.087575000000000028 -0.08616 0.056905000000000011 -0.072014999999999996 -0.068169999999999994 0.085790000000000019 0.085845000000000019 0.09056500000000002 0.63223000000000018 -0.24910499999999999 0.15372000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 7 9 8 -6 10 -2 -3 13 14 -13 -16
right_child=1 11 3 -5 5 -7 -8 -9 -10 -11 -12 12 -14 -15 15 -17
leaf_value=0.00095833681087019245 0.00021786025833154325 -0.00050210775411697851 -4.4394753289484303e-06 0.0030654762338706743 0.00028024147269691473 0.000901616546351384 -0.00070851553473469039 0.00069840129564011533 -0.00028780615575845219 0.00047285443311301641 -0.00060575003845085356 0.00036274914500634839 0.00044555290750886444 -0.00058631191520388279 -6.9429057906545177e-06 -0.00045084767455336232
leaf_weight=48 46 56 65 46 80 50 90 54 188 48 49 65 58 60 2668 66
leaf_count=48 46 56 65 46 80 50 90 54 188 48 49 65 58 60 2668 66
internal_value=0 1.84673e-05 0.000184244 0.0012604 -1.18469e-05 0.000139583 -0.000257129 1.87126e-05 -0.000115185 2.12366e-05 -0.000198332 -2.11821e-05 -1.16687e-05 -2.12306e-05 -8.82491e-06 -1.79584e-05
internal_weight=0 3689 716 111 605 372 233 322 268 143 95 2973 2917 2859 2799 2734
internal_count=3737 3689 716 111 605 372 233 322 268 143 95 2973 2917 2859 2799 2734
is_linear=0
shrinkage=0.0995203


Tree=7723
num_leaves=32
num_cat=0
split_feature=29 1 2 2 8 0 9 18 0 2 2 0 1 2 8 0 2 1 2 26 2 8 0 0 0 18 2 1 18 8 0
split_gain=0.00404402 0.00233845 0.00312974 0.0136934 0.0243526 0.0381826 0.00229372 0.00225752 0.00216436 0.00469104 0.00255659 0.00353605 0.00179103 0.00167113 0.00148244 0.00135377 0.00120183 0.00143608 0.00099823 0.0026929 0.00361113 0.00284291 0.00218069 0.00137769 0.00129487 0.00126618 0.0014109 0.00125544 0.000873726 0.000750619 0.000732659
threshold=0.12951500000000005 -0.043804999999999997 -0.086304999999999993 -0.082484999999999989 -0.085289999999999991 -0.086474999999999996 0.095415000000000014 -0.060544999999999995 -0.082794999999999994 -0.081344999999999987 -0.070354999999999987 -0.085349999999999995 -0.067015000000000005 -0.083974999999999994 -0.081534999999999982 0.0047200000000000011 -0.086934999999999998 -0.090104999999999991 -0.079739999999999991 0.084785000000000013 -0.086304999999999993 -0.086154999999999995 -0.088174999999999989 -0.084269999999999998 -0.092474999999999988 0.10361000000000002 -0.078289999999999985 -0.0076199999999999992 0.091725000000000015 -0.079434999999999992 -0.060094999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 -8 10 -10 11 -5 -11 14 -6 18 17 28 19 20 21 -3 -22 24 -21 26 -20 -25 -1 -27 -28
right_child=-2 15 3 8 13 -7 7 -9 9 12 -12 -13 -14 -15 -16 -17 -18 -19 25 23 22 -23 -24 27 -26 29 30 -29 -30 -31 -32
leaf_value=-0.00032611214555276248 0.0009453155974097643 0.00052829604388679072 6.0689662080150444e-05 -0.00013918000988590113 0.00021398850784438568 0.0039870964725595166 -0.00012244540601087203 0.00083183989507962166 0.00098543018307156618 -5.9777266676075422e-05 0.00025597609363880867 -0.0010972253580544889 0.00036152932930054644 0.00047748253565600343 -0.00051178632747657903 -0.00057150521387840266 -0.00068471772363621567 0.00023826835261579244 0.00056203413848096313 -1.7028440240669633e-05 -0.00036311275598820207 -0.00023954057138632519 -0.0011130934900641142 1.9978791072417849e-05 0.00045184664910720879 -0.00051922807508671077 3.3371572395571002e-07 -0.00059039834325244048 0.00013584639728900601 -5.4984721880409481e-05 0.00031411743953482178
leaf_weight=241 47 61 49 123 57 50 50 46 54 528 70 57 123 75 53 50 48 74 53 109 106 216 65 107 118 61 781 47 46 90 82
leaf_count=241 47 61 49 123 57 50 50 46 54 528 70 57 123 75 53 50 48 74 53 109 106 216 65 107 118 61 781 47 46 90 82
internal_value=0 1.57878e-05 9.96502e-05 0.000185009 0.000791725 0.00205199 -0.000108154 0.000326289 3.72531e-06 9.37858e-05 -0.000246971 -0.000447109 1.8567e-05 0.000112886 -0.000128261 -5.89488e-05 -0.000212127 -0.000147022 -4.50002e-05 -0.000127049 -0.0002928 -6.74948e-05 -0.000652981 6.57013e-05 0.000223098 1.79799e-05 6.27111e-05 -0.00016099 -0.000249218 -0.000247948 3.10972e-05
internal_weight=0 3690 1744 1239 284 99 505 96 955 705 250 180 651 185 110 1946 409 361 1896 829 448 277 171 381 227 1067 916 154 287 151 863
internal_count=3737 3690 1744 1239 284 99 505 96 955 705 250 180 651 185 110 1946 409 361 1896 829 448 277 171 381 227 1067 916 154 287 151 863
is_linear=0
shrinkage=0.0995203


Tree=7724
num_leaves=20
num_cat=0
split_feature=19 3 3 9 3 3 9 3 1 17 5 17 9 5 5 3 9 17 5
split_gain=0.00164801 0.000998821 0.00153585 0.00331119 0.00159223 0.00144361 0.0014046 0.00245485 0.00126972 0.00125591 0.00112186 0.00074879 0.00286431 0.000720386 0.0049025 0.00210172 0.001642 0.00137614 0.00084648
threshold=-0.10411999999999999 0.085625000000000021 0.084795000000000023 0.084485000000000018 0.084505000000000011 0.086015000000000022 0.084715000000000026 0.084065000000000015 -0.084204999999999988 -0.0064000000000000003 -0.088174999999999989 0.51292000000000015 0.094435000000000033 -0.025879999999999997 -0.019465 0.088805000000000023 0.087515000000000023 0.2590050000000001 -0.040404999999999996
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 -3 7 9 -5 -2 -8 13 -13 15 -15 16 -7 -16 -17
right_child=1 5 3 8 -6 11 10 -9 -10 -11 -12 12 -14 14 17 18 -18 -19 -20
leaf_value=0.00051332088028469502 7.0045374868165234e-05 0.00046739595392435873 -0.0009734357165546814 0.00028707134582709354 0.00041747495378257775 -0.0005658474836432374 -1.4147611193805284e-05 -0.00080456376922115238 -0.00040909007539833989 -0.00032942180814313801 0.00059202177372339728 0.00016027975798534166 -0.00070566192567556724 0.00093232272657227475 1.5810839529025623e-05 9.8738527406350999e-06 0 0.00048995456216914123 0.00037846062224842483
leaf_weight=64 207 73 58 56 71 114 81 54 48 123 46 90 64 64 1262 1050 95 64 66
leaf_count=64 207 73 58 56 71 114 81 54 48 123 46 90 64 64 1262 1050 95 64 66
internal_value=0 3.62704e-06 -9.91369e-05 -0.000370492 -2.21985e-05 2.98932e-05 -8.48902e-05 -0.000180901 -2.63626e-05 -7.63663e-05 0.000198964 1.84758e-05 -0.000194276 3.08451e-05 8.1019e-05 -2.11723e-05 -0.00031118 3.9313e-05 3.24055e-05
internal_weight=0 3686 744 162 582 2942 511 384 104 330 127 2869 154 2715 1390 1325 209 1326 1116
internal_count=3750 3686 744 162 582 2942 511 384 104 330 127 2869 154 2715 1390 1325 209 1326 1116
is_linear=0
shrinkage=0.0995203


Tree=7725
num_leaves=16
num_cat=0
split_feature=19 22 2 4 4 5 9 9 6 2 4 18 9 9 3
split_gain=0.00133581 0.00102567 0.000986351 0.00192529 0.00226397 0.00132226 0.00225035 0.00264251 0.000827341 0.00132694 0.00238305 0.00134998 0.00131466 0.00342539 0.000764674
threshold=-0.10411999999999999 0.13292500000000004 0.12875500000000004 0.11474000000000002 0.12988000000000002 0.44834500000000005 0.09550500000000002 0.099125000000000033 -0.095814999999999997 0.09556000000000002 0.099305000000000018 -0.011569999999999999 0.11351500000000002 0.10054500000000002 0.14940500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 8 -7 -8 12 11 -11 -10 13 -2 -6
right_child=1 -3 3 4 14 6 7 -9 9 10 -12 -13 -14 -15 -16
leaf_value=0.00046223505143679809 7.2927537390529213e-05 0.0004704029079556978 -0.00056455742485961714 0.00057049492437962943 -0.00045226465933181226 0.00066928128827850966 -0.00042547412822171895 0.00052487874959532971 6.5927790961916577e-05 -0.00072059207546655438 0.00018156814939899156 -8.1911877235179688e-05 -0.00029676557370087765 0.0009416465499221423 1.7182765024076344e-05
leaf_weight=64 481 46 89 50 67 80 67 51 1153 71 47 1299 71 50 64
leaf_count=64 481 46 89 50 67 80 67 51 1153 71 47 1299 71 50 64
internal_value=0 3.31809e-06 -2.35974e-06 -0.000185571 0 1.2076e-05 0.000261639 -7.79084e-06 -3.24393e-06 -2.80928e-05 -0.00035432 -1.20596e-05 0.000101479 0.00015627 -0.000216667
internal_weight=0 3686 3640 270 181 3370 198 118 3172 2570 118 2452 602 531 131
internal_count=3750 3686 3640 270 181 3370 198 118 3172 2570 118 2452 602 531 131
is_linear=0
shrinkage=0.0995203


Tree=7726
num_leaves=17
num_cat=0
split_feature=19 10 3 2 26 26 5 17 26 26 3 17 9 9 3 29
split_gain=0.00108275 0.000875902 0.000897403 0.00242668 0.00126897 0.00300462 0.00182543 0.00168823 0.00157595 0.00148709 0.00119272 0.000574795 0.00230399 0.000606846 0.00408402 0.00374793
threshold=-0.10411999999999999 0.096215000000000023 0.085625000000000021 0.091030000000000014 0.086760000000000018 0.088435000000000027 -0.015214999999999999 -0.0094900000000000002 0.085790000000000019 0.082850000000000021 0.086015000000000022 0.51292000000000015 0.094435000000000033 0.11351500000000002 0.13977500000000004 0.12330000000000002
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 -6 -7 9 -2 -4 13 -13 15 -15 -12
right_child=1 -3 10 -5 5 7 -8 -9 -10 -11 11 12 -14 14 -16 -17
leaf_value=0.00041623333264172792 0.00011719692962961934 0.00040479286535736894 0.00041950809179500998 -0.00071996935432989354 -0.001079065638752878 -0.00026852138137251964 -0.0002125832226712837 0.00055636613334784414 0.0005522160779549305 -0.00027036963501268633 1.8436784571004709e-05 0.00014232117402487296 -0.00063377760894988778 0.0001663533392479939 -0.00082815479995902957 0.0009163610345142314
leaf_weight=64 268 53 73 58 49 49 53 48 53 154 2441 90 64 126 60 47
leaf_count=64 268 53 73 58 49 49 53 48 53 154 2441 90 64 126 60 47
internal_value=0 3.03207e-06 -2.60369e-06 -0.000101271 -4.68158e-05 -0.000258351 -0.000636861 0.000131231 4.00828e-05 -2.22975e-05 2.20106e-05 1.14604e-05 -0.000174898 2.24993e-05 -0.000150055 3.57282e-05
internal_weight=0 3686 3633 732 674 199 102 97 475 422 2901 2828 154 2674 186 2488
internal_count=3750 3686 3633 732 674 199 102 97 475 422 2901 2828 154 2674 186 2488
is_linear=0
shrinkage=0.0995203


Tree=7727
num_leaves=15
num_cat=0
split_feature=22 2 4 4 17 4 2 17 17 9 17 17 17 3
split_gain=0.000795073 0.000867107 0.00157123 0.00177848 0.000902839 0.0018203 0.00375739 0.00160035 0.00123182 0.00117973 0.00116809 0.00126099 0.00124121 0.000538452
threshold=0.13292500000000004 0.12875500000000004 0.11474000000000002 0.12988000000000002 -0.12118 0.10845500000000002 0.10003000000000002 -0.098644999999999997 -0.14488499999999999 0.084435000000000024 -0.092649999999999996 -0.089699999999999988 -0.084209999999999993 0.14940500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 8 -6 9 -1 -9 -12 -13 -5
right_child=-2 2 3 13 7 -7 -8 10 -10 -11 11 12 -14 -15
leaf_value=0.00030104975910509195 0.0004206982154600837 -0.00050694190505408019 0.00050681729990087465 -0.00038833261142958873 -0.00042096662825273347 -0.00044722936992271323 0.0010215985616616923 0.0004706091606432701 0.00053317817018153524 -1.5630013558621617e-05 -0.0005111240464503072 0.00035470799179595364 -1.0399404025057593e-05 3.1035485901257102e-06
leaf_weight=148 46 90 50 67 91 54 46 52 58 529 48 96 2311 64
leaf_count=148 46 90 50 67 91 54 46 52 58 529 48 96 2311 64
internal_value=0 3.99058e-06 -0.000167103 0 1.77351e-05 0.00010785 0.000147277 -1.09127e-05 9.14442e-05 5.23907e-05 3.64502e-06 -5.91243e-06 3.82232e-06 -0.000190848
internal_weight=0 3704 271 181 3433 835 781 2598 735 677 2507 2455 2407 131
internal_count=3750 3704 271 181 3433 835 781 2598 735 677 2507 2455 2407 131
is_linear=0
shrinkage=0.0995203


Tree=7728
num_leaves=21
num_cat=0
split_feature=26 26 26 1 6 18 18 18 1 23 25 17 21 21 18 18 1 26 4 18
split_gain=0.00233137 0.00991538 0.00294061 0.0042275 0.00647361 0.00471101 0.00411467 0.00224098 0.00246699 0.00161367 0.00115158 0.00108225 0.000898095 0.000792767 0.00157841 0.000792128 0.00150393 0.000956785 0.000935431 0.000875423
threshold=-0.112275 -0.14859999999999998 0.099855000000000013 -0.076329999999999995 0.091615000000000016 0.10927000000000002 0.090795000000000028 0.11769500000000002 -0.061135000000000002 -0.022119999999999997 0.082910000000000025 0.033280000000000011 0.098250000000000018 0.10787500000000003 -0.048605000000000002 -0.090899999999999995 -0.49837999999999999 0.096980000000000025 0.081905000000000019 -0.087864999999999985
decision_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 9 4 6 -6 -4 8 -5 -2 15 12 -10 14 -1 16 -11 19 -18 -17
right_child=2 -3 3 7 5 -7 -8 -9 11 10 -12 -13 -14 -15 -16 17 18 -19 -20 -21
leaf_value=0.00054998751640824781 0.00040137502541125674 0.0014379264139847525 0.0005210615819834178 0.00078091998284877235 0.0018459778532397639 0.00049277007813289123 -0.00062348361268394024 -0.00047999578718094379 -0.00033454927270488858 -0.00031727299172886749 -0.000500538242608645 0.00039819050819492455 0.00010719450741432929 -0.00029949171513693771 -0.00013311881561585894 -0.00031743773833631727 6.1920669581118975e-05 -0.00044997506804266436 0.000409736132751975 -3.8221481655973832e-05
leaf_weight=53 81 60 77 47 48 59 52 78 96 84 55 50 83 66 88 119 364 63 100 2010
leaf_count=53 81 60 77 47 48 59 52 78 96 84 55 50 83 66 88 119 364 63 100 2010
internal_value=0 0.000311331 5.83654e-06 0.000208427 0.000534744 0.00110747 5.33485e-05 -6.8057e-06 0.000123956 -3.54394e-05 -4.83913e-05 -7.3048e-06 -0.000125145 -1.12636e-05 0.000117846 -3.90166e-05 6.72661e-05 -6.59608e-05 0.000138645 -5.42127e-05
internal_weight=0 267 3466 590 236 107 129 354 276 2876 2795 229 179 207 141 2740 548 2192 464 2129
internal_count=3733 267 3466 590 236 107 129 354 276 2876 2795 229 179 207 141 2740 548 2192 464 2129
is_linear=0
shrinkage=0.0995203


Tree=7729
num_leaves=29
num_cat=0
split_feature=9 9 4 0 9 10 0 6 5 0 0 3 3 17 0 8 8 21 3 0 8 7 17 4 9 2 2 0
split_gain=0.00338542 0.0256946 0.00161634 0.00230971 0.0014799 0.00109373 0.00126599 0.00259154 0.00165143 0.00164566 0.00314229 0.0025388 0.00103969 0.00159923 0.00225158 0.00205828 0.00662785 0.00134816 0.00163546 0.00233244 0.00120585 0.00119626 0.00115978 0.00217895 0.00113534 0.0010954 0.00256832 0.00182946
threshold=0.09143500000000003 0.09202500000000001 0.11670500000000002 -0.068899999999999989 0.091010000000000021 0.089090000000000016 -0.077174999999999994 0.11690000000000002 -0.012464999999999999 -0.073219999999999993 -0.071484999999999993 0.095490000000000019 0.088285000000000016 -0.21387500000000001 -0.087184999999999999 -0.088874999999999996 -0.085089999999999985 0.10787500000000003 0.10850000000000003 -0.14731999999999998 -1.0000000180025095e-35 0.058975000000000007 -0.093784999999999993 0.08544000000000003 0.085850000000000024 -0.084924999999999987 -0.086304999999999993 -0.082224999999999993
decision_type=2 2 2 2 2 2 2 2 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 12 6 7 8 -3 11 -11 -8 13 -1 22 24 -17 21 -19 -20 -21 25 -15 -24 -16 26 -14 -27
right_child=1 2 3 -5 -6 -7 9 -9 -10 10 -12 -13 17 14 15 16 -18 18 19 20 -22 -23 23 -25 -26 27 -28 -29
leaf_value=0.00033283153766965295 0.0019100816243329808 -0.00016273118623587522 -2.1323910231670072e-05 0.00094048705696379311 -0.00055572130979011881 -0.00042777458508197323 -2.1621371770505096e-05 -0.00081678396000475068 0.00034294470747125321 -0.00072737314450544875 0.00011964160409562343 0.00089678901527562554 0.00011001131977417279 -0.0003712507545139775 0.00031359976331052326 -0.00093348071443988539 -0.00011824186383419956 0.00026048898919376327 -0.00095250413745633978 -0.00040208518336996233 0.00025979776560922086 -0.00036877619903450635 9.5705544448798782e-06 0.00070427714971720088 -0.00027509431137583005 0.00015916551511005233 0.00095620732114514286 -0.00014497790679050945
leaf_weight=79 78 220 50 46 54 55 55 46 90 48 442 61 158 58 86 137 365 55 47 61 48 56 338 52 51 547 47 303
leaf_count=79 78 220 50 46 54 55 55 46 90 48 442 61 158 58 86 137 365 55 47 61 48 56 338 52 51 547 47 303
internal_value=0 0.000163722 4.05997e-05 0.000431017 -3.94838e-05 2.94121e-06 2.84173e-05 -0.000119404 -1.32813e-05 0.000116607 3.4998e-05 0.000454279 -2.79502e-05 -9.66281e-05 -0.000128593 -0.000248707 -0.000342358 3.20042e-05 -0.000197531 -0.00036426 -0.000103103 7.63342e-05 4.09034e-05 0.000104297 8.84755e-05 0.000100737 0.000308011 4.97842e-05
internal_weight=0 1191 1113 96 2542 1017 962 356 310 606 490 116 2488 1166 1087 639 502 1322 211 156 109 1111 448 390 137 1055 205 850
internal_count=3733 1191 1113 96 2542 1017 962 356 310 606 490 116 2488 1166 1087 639 502 1322 211 156 109 1111 448 390 137 1055 205 850
is_linear=0
shrinkage=0.0995203


Tree=7730
num_leaves=23
num_cat=0
split_feature=9 9 1 1 1 20 9 9 9 20 8 20 21 8 0 8 8 26 19 0 21 0
split_gain=0.00279865 0.0345166 0.00146107 0.00298341 0.00275173 0.00183224 0.00181921 0.00261942 0.00197288 0.00125182 0.000823052 0.000812332 0.00125783 0.000746877 0.00104354 0.000758697 0.00210642 0.0030858 0.000917415 0.00086036 0.00194558 0.00176963
threshold=0.091615000000000016 0.09202500000000001 -0.076329999999999995 -0.071399999999999991 -0.079629999999999992 0.10682000000000003 0.09296500000000002 0.095415000000000014 0.098720000000000016 0.0040650000000000018 -0.012839999999999999 -0.24910499999999999 0.14680000000000004 0.0012600000000000003 -0.066264999999999991 -0.084044999999999995 -0.08595499999999999 0.084585000000000021 0.10876500000000001 -0.076914999999999997 0.089350000000000027 -0.079284999999999994
decision_type=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 -2 4 -4 6 9 -3 -8 -9 10 -5 -1 13 15 -15 16 18 -18 -13 21 -21 -17
right_child=1 2 3 5 -6 -7 7 8 -10 -11 -12 12 -14 14 -16 19 17 -19 -20 20 -22 -23
leaf_value=0.00036448148163898368 0.0027361881985254024 0.00061980124642030225 -0.00072672420652428627 9.8507985581200119e-05 0.00078210971060860431 0.00062154356794805004 -0.00069609111189745791 0.00060045143782789547 -0.00016496359080013864 -0.00048529645949400477 -0.00013590595128379568 -3.5837983373080573e-05 -0.00051933725194590211 -0.0004693922376636172 1.973218896331499e-05 4.9504411154526108e-05 0.00030850858597677723 -0.00057058568084790721 0.00035924339261492026 -0.00025099444797558316 0.0004308845376533334 0.00060428623517556944
leaf_weight=49 49 46 57 431 68 47 50 56 80 53 225 924 54 89 78 779 51 162 62 210 51 62
leaf_count=49 49 46 57 431 68 47 50 56 80 53 225 924 54 89 78 779 51 162 62 210 51 62
internal_value=0 0.000150893 3.63396e-05 -3.2046e-05 0.000224393 1.92478e-05 5.7396e-05 -7.72923e-05 0.000144188 -1.95242e-05 1.6859e-05 -3.50882e-05 -4.3176e-05 -3.24259e-05 -0.000236037 -1.72926e-05 -7.23299e-05 -0.000356255 -1.01649e-05 4.18463e-05 -0.000114617 9.13773e-05
internal_weight=0 1162 1113 813 300 756 232 186 136 709 656 2571 2522 2468 167 2301 1199 213 986 1102 261 841
internal_count=3733 1162 1113 813 300 756 232 186 136 709 656 2571 2522 2468 167 2301 1199 213 986 1102 261 841
is_linear=0
shrinkage=0.0995203


Tree=7731
num_leaves=26
num_cat=0
split_feature=2 2 3 3 3 1 2 5 5 6 3 9 10 17 1 4 21 21 9 1 22 2 2 3 1
split_gain=0.00242942 0.00662952 0.0145947 0.00140112 0.00267687 0.00559521 0.00125332 0.00205817 0.00128532 0.00169914 0.00260011 0.00109607 0.0039007 0.00097019 0.000803438 0.000780488 0.000762345 0.00171086 0.00114282 0.00153219 0.000886299 0.000710901 0.00213307 0.00195927 0.000678627
threshold=-0.104295 -0.14531999999999998 0.088325000000000028 0.088745000000000032 0.089735000000000023 -0.081889999999999991 0.10003000000000002 0.18340500000000004 0.0047850000000000011 0.091495000000000007 0.087625000000000022 0.095415000000000014 0.090150000000000022 -0.072659999999999988 -0.092954999999999996 0.10252500000000002 -0.01137 -0.072824999999999987 0.088710000000000025 0.18123500000000006 0.12953000000000006 -0.080744999999999997 -0.079954999999999984 0.091295000000000029 -0.16272499999999998
decision_type=2 2 2 2 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 7 8 9 10 -2 15 -13 -7 -10 24 17 18 19 -6 21 23 -23 -18 -1
right_child=3 2 -4 4 16 13 -8 -9 14 -11 -12 12 -14 -15 -16 -17 20 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.00019680430224537504 -7.6275311245611299e-05 0.002262186679113742 4.1769870915049137e-05 0.0012678504403942153 0.00050740003720249822 -0.00029834144419208414 0.00037622533353148948 -0.00069537482917436113 -2.3748703294942388e-05 0.00042793980816422305 -0.00051916525758125139 0.00090016809882860103 -0.00033726924238876586 0.00027060342228055326 0.00048968136099381324 -0.00051644786091029668 0.00024393831621354745 0.00052863331789110594 -0.00035263113644561322 -0.00021926886097912979 -0.00043074643589270927 0.00062838912513883314 0 -0.00029762675768424559 -0.00023581871069345759
leaf_weight=64 773 46 83 53 63 49 53 58 57 52 160 48 52 74 58 46 92 86 63 51 50 56 1240 226 80
leaf_count=64 773 46 83 53 63 49 53 58 57 52 160 48 52 74 58 46 92 86 63 51 50 56 1240 226 80
internal_value=0 0.000246232 0.000839893 -7.92763e-06 4.09071e-05 0.000412512 -9.3409e-05 -0.00011561 -8.42968e-05 -0.000121598 -0.000153104 -1.50226e-05 0.000248515 3.72951e-05 0.00022808 -0.000158035 6.54223e-06 0.000164303 -8.09194e-06 0.00017513 -1.79003e-05 -4.60354e-06 2.75879e-05 -0.000138373 -3.78569e-05
internal_weight=0 419 129 3314 2103 176 1211 1158 1100 985 933 290 100 123 115 190 1927 263 177 114 1664 1614 1296 318 144
internal_count=3733 419 129 3314 2103 176 1211 1158 1100 985 933 290 100 123 115 190 1927 263 177 114 1664 1614 1296 318 144
is_linear=0
shrinkage=0.0995203


Tree=7732
num_leaves=31
num_cat=0
split_feature=5 1 17 1 1 6 8 1 6 8 8 4 18 18 18 3 6 1 6 2 3 3 3 1 2 4 5 2 3 2
split_gain=0.00199058 0.00545163 0.00139918 0.00181992 0.00316064 0.0017718 0.00177158 0.00325018 0.00296117 0.00208573 0.00129517 0.00169792 0.00146915 0.00238589 0.00223891 0.00218574 0.00430731 0.0019596 0.00138193 0.00128041 0.00111435 0.00368305 0.00252002 0.00111245 0.00104479 0.00103522 0.00100717 0.000895318 0.00139142 0.00134949
threshold=-0.091229999999999992 -0.080954999999999985 0.0084900000000000028 -0.083284999999999984 -0.080085000000000003 0.086100000000000024 -0.079049999999999995 -0.07002499999999999 0.11816500000000002 -0.085814999999999989 0.096835000000000018 0.10290000000000002 0.095210000000000031 0.089775000000000021 0.10361000000000002 0.10850000000000003 0.091615000000000016 -0.077774999999999997 0.11056500000000001 0.096520000000000022 0.086605000000000029 0.088805000000000023 0.084795000000000023 -0.057259999999999998 -0.078454999999999983 0.12631500000000004 -0.097345000000000001 -0.07934999999999999 0.10341500000000002 -0.043929999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 -4 9 -8 -9 -6 12 23 13 18 -14 16 -16 -15 19 -2 22 -22 25 -12 -11 -3 27 28 -23 -29
right_child=2 20 3 4 6 -7 7 8 -10 24 11 -13 14 17 15 -17 -18 -19 -20 -21 21 26 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00085924165779167384 -1.3689488605711413e-05 -0.00023891856920859751 -0.00018421778642239026 -0.0010726904533034456 -0.00052202101971625609 0.00057175435949523561 -0.00086763416615858585 -0.00040383118275454246 0.00048379429070254966 0 0.00029255704601931362 -0.00077967525468048294 0.00066920993836016543 -0.0009687073180887131 -0.00021279618030217238 -0.00050194973583520149 0.00096366360113248474 -4.004511102229898e-05 -0.00048824147828855274 0.00033971389244114627 -0.00076737074744089723 0.00051747404079229638 0.0008763249833335906 -0.000354562156308303 0.00054995005448453126 0.00027906476391618723 0.00044017845107739695 -0.00036527202635209448 -4.1815679292533761e-05 2.961317588412838e-05
leaf_weight=86 1454 70 69 46 48 54 86 113 55 73 46 50 77 48 76 54 51 46 57 109 61 75 47 60 60 83 57 116 101 317
leaf_count=86 1454 70 69 46 48 54 86 113 55 73 46 50 77 48 76 54 51 46 57 109 61 75 47 60 60 83 57 116 101 317
internal_value=0 0.000100911 -6.23031e-05 -0.000196176 -0.000284104 0.000141017 -0.000198831 -0.000368665 -0.000108367 3.49755e-05 -2.39206e-05 -0.000299999 -1.66559e-06 -3.54042e-05 0.000219301 2.33801e-05 0.000253195 -0.000522965 -6.60832e-06 1.04323e-05 2.96752e-05 -2.65445e-05 0.000238127 -6.6014e-05 0.000242152 3.67284e-05 4.00799e-05 1.28797e-06 0.000191867 -7.42854e-05
internal_weight=0 1013 2732 604 481 123 435 254 168 181 2128 156 1972 1714 258 181 127 94 1620 1563 927 727 200 106 133 153 666 609 176 433
internal_count=3745 1013 2732 604 481 123 435 254 168 181 2128 156 1972 1714 258 181 127 94 1620 1563 927 727 200 106 133 153 666 609 176 433
is_linear=0
shrinkage=0.0995203


Tree=7733
num_leaves=33
num_cat=0
split_feature=8 8 17 18 6 9 3 19 19 17 8 3 18 6 18 0 0 26 18 0 18 26 8 8 3 20 3 8 17 17 8 9
split_gain=0.00168718 0.00381545 0.0129251 0.00123135 0.000770103 0.00126874 0.000807294 0.000751772 0.00187599 0.00136023 0.00189615 0.00114895 0.00186547 0.00210717 0.0017748 0.00131848 0.00155261 0.0026818 0.0019957 0.00149934 0.00117912 0.00113852 0.000811898 0.00215069 0.000985411 0.000931641 0.000723094 0.000698681 0.000587412 0.0014484 0.00128279 0.000527281
threshold=-0.088634999999999992 -0.092094999999999996 0.006145000000000002 0.082540000000000016 0.087575000000000028 0.08758500000000001 0.13345500000000002 0.083475000000000021 0.096755000000000022 0.41580500000000009 -0.07594999999999999 0.085730000000000015 0.083830000000000029 0.08866000000000003 -0.015069999999999998 -0.076914999999999997 -0.071484999999999993 0.11377500000000003 0.098840000000000025 -0.078954999999999984 -0.07989499999999998 0.09271500000000002 -0.086489999999999997 -0.083804999999999991 0.11125500000000002 -0.016330000000000001 0.11926500000000002 -0.48834 0.056905000000000011 0.19454500000000005 -0.409445 0.084485000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 31 6 -6 26 9 -9 11 -11 12 13 14 -2 19 17 -17 -18 21 -21 -13 -10 -24 25 -25 28 -8 30 -30 -1 -3
right_child=7 2 -4 -5 5 -7 27 8 22 10 -12 15 -14 -15 -16 16 18 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 29 -31 -32 -33
leaf_value=-0.00040514962700405999 -0.00026510656285890362 0.00040400102866254925 0.001909541580273849 -0.00038713505276187396 -0.0005977595864438528 1.8765053572368629e-05 -0.00049570086023763391 0.00060746431922061831 -0.00038458492967239261 -0.00086812649515813844 0 5.1278630000604737e-05 -0.00077193501496110241 -0.00075315015787289755 0.00018354035194360102 -9.9896740685593297e-05 -0.00014627161817220096 -0.001011856387396 0.00029736083365359075 7.5211701552213656e-05 0.00078328746261610398 -0.0002336340537232342 0.00065125622340317477 -3.5862754107471241e-05 0.00027079489933086047 -0.00054336677428458912 0.00046896411815953217 1.6496664982916343e-05 0.0006464701948815753 -7.0925898697362191e-05 9.7426651234325904e-05 -1.6464038998544483e-05
leaf_weight=66 175 66 48 46 54 79 46 56 50 50 51 902 51 47 173 95 499 50 125 53 46 164 49 123 60 53 48 55 50 59 209 47
leaf_count=66 175 66 48 46 54 79 46 56 50 50 51 902 51 47 173 95 499 50 125 53 46 164 49 123 60 53 48 55 50 59 209 47
internal_value=0 0.000104605 0.000477882 4.05333e-05 -1.01844e-05 -0.000225398 4.19823e-05 -5.32549e-05 7.39638e-05 -7.36342e-05 -0.000432609 -5.80564e-05 -0.000202302 -0.000126682 -3.972e-05 -2.43687e-05 -0.000125775 -0.000420012 -5.6091e-05 4.18656e-05 0.000412486 6.67796e-06 -1.27748e-05 4.95827e-05 -7.18724e-05 -0.000193342 0.00010248 -0.000208676 5.45379e-05 0.000250645 -2.02149e-05 0.000221873
internal_weight=0 873 207 159 666 133 533 2872 391 2481 101 2380 446 395 348 1934 769 145 624 1165 99 1066 335 285 236 176 432 101 384 109 275 113
internal_count=3745 873 207 159 666 133 533 2872 391 2481 101 2380 446 395 348 1934 769 145 624 1165 99 1066 335 285 236 176 432 101 384 109 275 113
is_linear=0
shrinkage=0.0995203


Tree=7734
num_leaves=29
num_cat=0
split_feature=5 5 17 17 1 5 3 3 8 17 5 18 18 1 5 3 18 17 5 18 3 21 29 8 21 21 3 8
split_gain=0.00144489 0.00837386 0.00108747 0.00361278 0.00197477 0.00223646 0.0014935 0.00311055 0.00102029 0.00160557 0.00101533 0.00085367 0.00251671 0.00267544 0.00156325 0.00220859 0.00101634 0.000979095 0.000910642 0.000822548 0.000783362 0.000658279 0.00124547 0.00106449 0.00164131 0.000564537 0.00131365 0.000767569
threshold=-0.092864999999999989 -0.096354999999999996 0.057560000000000014 0.066010000000000027 -0.0084199999999999987 0.052820000000000013 0.087570000000000023 0.092300000000000021 0.096835000000000018 -0.35269999999999996 -0.10894 0.095210000000000031 0.089775000000000021 -0.077774999999999997 -0.06971999999999999 0.090995000000000006 0.086800000000000016 -0.0090649999999999984 -0.052494999999999993 0.22074500000000005 0.11089500000000001 0.097380000000000022 0.0061000000000000013 -0.012839999999999999 0.10900500000000002 -0.042694999999999997 0.10726500000000001 -0.16443499999999997
decision_type=2 2 2 2 2 2 2 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 5 6 -5 -8 11 20 21 12 16 -14 15 -13 17 -2 -16 -20 -10 22 25 24 -23 26 -1 -27
right_child=2 -3 3 4 -6 -7 7 -9 9 -11 -12 14 13 -15 18 -17 -18 -19 19 -21 -22 23 -24 -25 -26 27 -28 -29
leaf_value=-0.0001238254815978044 2.3334794201332589e-05 0.0010584848734536854 -0.0010064930549185673 -0.00022446419123284988 -0.00052240293957607346 -0.00043105355421035825 0.00088658045744820886 2.909093336370046e-05 -0.00022428487953120261 0.00012052850253048661 -0.00040126176626790555 -6.4399401498723826e-05 -0.00093964072014141248 2.0785390960055483e-05 -0.00035974397413043196 0.00079241776563836847 0.0003961693707702251 -0.00017012250884947575 0.0003271589886029485 -0.00016434267874813416 -0.00082670403480789272 0.00083297485954723005 -0.00051710435028520243 -0.00011551334757701357 6.7136991235120828e-05 -0.00031270749485205588 0.00051155723637817121 2.6664943418763979e-05
leaf_weight=59 1310 81 48 78 87 89 60 146 49 61 58 49 60 52 57 70 62 322 78 57 46 47 46 67 74 79 67 386
leaf_count=59 1310 81 48 78 87 89 60 146 49 61 58 49 60 52 57 70 62 322 78 57 46 47 46 67 74 79 67 386
internal_value=0 9.0036e-05 -5.12337e-05 -0.000183089 -9.5389e-05 2.01479e-06 0.000140612 0.000282819 -2.14047e-05 -0.000267091 2.70365e-07 -2.91366e-06 -2.95176e-05 -0.00048642 0.000148945 0.000432732 2.07583e-07 -1.43335e-05 -2.26799e-05 0.000113572 -0.0005246 2.94916e-05 -1.76286e-05 0.000193503 0.000371377 1.98626e-05 0.00020754 -2.92314e-05
internal_weight=0 964 2781 508 460 373 284 206 2273 156 883 2117 1806 112 311 119 1694 1632 192 135 95 825 637 188 121 591 126 465
internal_count=3745 964 2781 508 460 373 284 206 2273 156 883 2117 1806 112 311 119 1694 1632 192 135 95 825 637 188 121 591 126 465
is_linear=0
shrinkage=0.0995203


Tree=7735
num_leaves=21
num_cat=0
split_feature=0 0 10 10 26 26 9 9 8 5 20 26 9 4 8 8 18 0 4 17
split_gain=0.00130376 0.0144375 0.00105477 0.00172061 0.000804159 0.0032208 0.00216198 0.00159553 0.00464744 0.00421723 0.00148579 0.00194936 0.00119864 0.00100323 0.000679275 0.00126947 0.00097964 0.00134183 0.00257666 0.00124742
threshold=-0.088174999999999989 -0.088694999999999982 0.09056500000000002 0.084475000000000022 0.08401500000000002 0.085005000000000011 0.084595000000000017 0.11408000000000003 -0.051259999999999993 -0.15490499999999999 -0.097019999999999995 0.0054200000000000012 0.087825000000000028 0.09939000000000002 0.068430000000000019 1.0000000180025095e-35 -0.10303999999999999 -0.23058999999999999 0.10515500000000001 -0.093784999999999993
decision_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 10 6 -6 9 -9 -7 13 12 -12 -2 15 16 -1 18 -18 -19
right_child=2 -3 -4 -5 5 7 -8 8 -10 -11 11 -13 -14 -15 -16 -17 17 19 -20 -21
leaf_value=-0.00035679371161151998 -0.00053410207020556722 0.0017801391097931724 0.000365486673155969 -0.00058029414905480102 -0.00019077052087852683 0.00087342429874770282 -0.0011317882517463897 0.00026694967631298787 -0.00095864344690116052 -5.6672598332183403e-05 -8.3502325107603003e-05 0.0005314107242058644 0.00024119661204158091 3.2791013231508654e-05 0.00031065991621589425 -0.00046919560645887888 0.00074080013643545799 -0.00033526063965374055 -0.00020970219119009005 3.3789165869445062e-05
leaf_weight=68 68 47 57 63 55 50 47 55 67 1369 334 89 169 52 67 58 69 102 46 813
leaf_count=68 68 47 57 63 55 50 47 55 67 1369 334 89 169 52 67 58 69 102 46 813
internal_value=0 6.84487e-05 -5.54822e-05 -6.57444e-05 -5.16317e-05 -9.00582e-05 -0.000632403 -5.36287e-05 -0.000399412 -2.33227e-05 3.58907e-05 0.000101635 2.39639e-05 -0.000281627 1.99881e-06 -1.51826e-05 8.05436e-06 3.29362e-05 0.000353481 -6.45615e-06
internal_weight=0 1270 2475 2418 2355 1643 102 1541 122 1419 712 592 503 120 1223 1156 1098 1030 115 915
internal_count=3745 1270 2475 2418 2355 1643 102 1541 122 1419 712 592 503 120 1223 1156 1098 1030 115 915
is_linear=0
shrinkage=0.0995203


Tree=7736
num_leaves=14
num_cat=0
split_feature=5 6 9 11 26 26 18 18 3 29 26 0 5
split_gain=0.00395686 0.00129805 0.00240081 0.00116999 0.00114439 0.00997432 0.00105552 0.00182214 0.00170154 0.00102902 0.00085655 0.00504119 0.00137465
threshold=0.62931500000000018 0.15834000000000004 0.087635000000000032 -0.23667999999999997 0.088245000000000032 0.088605000000000017 -0.082304999999999989 -0.074709999999999985 0.094410000000000008 0.097705000000000028 0.087625000000000022 -0.084834999999999994 -0.014374999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 9 -6 8 -8 -7 10 12 -12 -5
right_child=-2 2 -4 4 5 6 7 -9 -10 -11 11 -13 -14
leaf_value=0.00037703193062021842 0.00065752896125327001 -0.00088680610566504049 5.3131108676720404e-05 -7.2998489816975006e-05 -0.0014229945775515154 -0.00052013020302711297 0.0005278854164755361 -4.1014076458233995e-05 -9.3136408147253381e-06 -0.00042926054894488157 0.00091044958051245638 -0.00042890030099992265 9.5914829428206771e-05
leaf_weight=68 82 50 55 1056 55 115 59 1001 155 52 60 51 870
leaf_count=68 82 50 55 1056 55 115 59 1001 155 52 60 51 870
internal_value=0 -4.1146e-05 -0.000386662 -3.06723e-05 -3.88883e-05 -0.000109076 -5.41256e-05 -8.5766e-06 -0.000229916 7.25407e-06 1.87992e-05 0.000287698 2.87688e-06
internal_weight=0 3647 105 3542 3474 1385 1330 1060 270 2089 2037 111 1926
internal_count=3729 3647 105 3542 3474 1385 1330 1060 270 2089 2037 111 1926
is_linear=0
shrinkage=0.0995203


Tree=7737
num_leaves=14
num_cat=0
split_feature=2 9 6 3 6 3 2 18 17 26 6 8 19
split_gain=0.0030342 0.00447871 0.00143964 0.00120189 0.00965377 0.00131219 0.00128618 0.00295697 0.00196485 0.00102112 0.00193659 0.00166464 0.00107976
threshold=-0.23128999999999997 0.095415000000000014 0.18621500000000005 0.085845000000000019 0.08866000000000003 0.086285000000000014 0.096520000000000022 -0.10303999999999999 0.006145000000000002 -0.23033499999999998 -0.070010000000000003 0.10528000000000003 -0.050215000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 7 -2 -9 10 -7 12 -11
right_child=2 -3 -4 5 -6 9 -8 8 -10 11 -12 -13 -14
leaf_value=-8.2290089282843244e-05 -0.00081960337221841486 0.001152505618901333 -0.00046570507955327907 0.00041712597830947397 -0.0012048088414929074 0.00065580130315480553 0.00047894262253777203 -6.9655921248982315e-05 0.00046598989286644608 -0.00043199050191643088 -0.00013175575287585763 -0.00053801714712488021 -7.9460961078690664e-07
leaf_weight=62 47 53 77 73 76 63 47 520 78 59 58 61 2455
leaf_count=62 47 53 77 73 76 63 47 520 78 59 58 61 2455
internal_value=0 0.000479671 -3.92637e-05 -2.97487e-05 -0.000139909 5.09466e-07 -2.17721e-05 -5.95275e-05 0 -1.04677e-05 0.000271529 -2.40367e-05 -1.12398e-05
internal_weight=0 115 3614 3537 768 2769 692 645 598 2696 121 2575 2514
internal_count=3729 115 3614 3537 768 2769 692 645 598 2696 121 2575 2514
is_linear=0
shrinkage=0.0995203


Tree=7738
num_leaves=18
num_cat=0
split_feature=10 0 18 18 3 8 17 26 11 29 26 9 26 3 26 18 8
split_gain=0.00276579 0.00341985 0.00128667 0.0147753 0.00210812 0.00222404 0.00193503 0.00488051 0.00184391 0.00114938 0.00144953 0.00111434 0.00442194 0.00179107 0.0012428 0.000541034 9.17378e-05
threshold=0.086275000000000018 0.042275000000000014 -0.020389999999999998 -0.016464999999999997 0.11816500000000002 -0.046889999999999994 -0.24445500000000001 0.083970000000000031 -0.37506 -0.086014999999999994 -0.01278 0.10054500000000002 0.097910000000000011 0.11404500000000002 0.09271500000000002 -0.086319999999999994 -0.084514999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 4 -4 11 -6 7 -5 -8 -10 -11 12 13 14 -1 -13 -2
right_child=1 -3 3 6 5 -7 8 -9 9 10 -12 15 -14 -15 -16 -17 -18
leaf_value=7.5230617135275415e-05 0.0001148191032436735 0.0009875090129695739 -0.001832083601152861 -0.0012452387839820324 -0.00068383882600230332 5.667397691548244e-05 0.00052464242689307641 6.0147468515206686e-06 -0.00044844362593753713 0.00016508000063761102 -6.5015534652606015e-05 0 0.00096453777159951173 0.00067152283884973677 -0.00026737272223046547 -0.00047176280443352801 -8.1762464344502933e-05
leaf_weight=904 46 59 47 46 78 79 59 90 66 327 1562 50 57 46 118 49 46
leaf_count=904 46 59 47 46 78 79 59 90 66 327 1562 50 57 46 118 49 46
internal_value=0 0.000395918 -3.86289e-05 -8.60556e-05 3.62283e-05 -0.00030601 -4.75058e-05 -0.000411184 -2.25411e-05 -3.94733e-05 -2.47509e-05 8.07953e-05 0.000109463 6.30605e-05 3.48727e-05 -0.000236705 7.63022e-06
internal_weight=0 151 3578 2197 1381 157 2150 136 2014 1955 1889 1224 1125 1068 1022 99 92
internal_count=3729 151 3578 2197 1381 157 2150 136 2014 1955 1889 1224 1125 1068 1022 99 92
is_linear=0
shrinkage=0.0995203


Tree=7739
num_leaves=17
num_cat=0
split_feature=5 18 3 9 8 2 2 3 26 2 3 3 3 3 4 0
split_gain=0.00232729 0.00113009 0.00191108 0.000985012 0.00147793 0.000993681 0.00332308 0.00907249 0.00348162 0.00161061 0.00116277 0.00207768 0.000999775 0.000800432 0.00142043 0.00112671
threshold=0.6362850000000001 0.23251500000000005 0.098225000000000021 0.12652000000000005 0.085560000000000011 -0.086050000000000001 -0.084385000000000002 0.085505000000000012 0.085355000000000028 -0.086414999999999992 0.11578500000000001 0.11926500000000002 0.097880000000000023 0.11125500000000002 0.10386500000000003 -0.061654999999999995
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 9 7 -7 -9 13 12 -12 -8 14 -1 -15
right_child=-2 2 -4 4 -6 6 10 8 -10 -11 11 -13 -14 15 -16 -17
leaf_value=3.1083175196974401e-05 0.00065502752600378618 3.2584566242866016e-05 -0.0008216541490746271 -1.1225616009288084e-05 0.00068919549972447662 -0.001354039625780727 -3.332394124485361e-05 -0.00039946976758851771 0.00063661900512769953 0.0006173171697642628 -0.00059820783593668458 -6.2362126485273749e-05 0.00013394241966656464 -2.5687675999465179e-05 -0.00049898468649898912 0.00062142061385253458
leaf_weight=680 50 54 47 73 48 71 1435 75 56 49 90 376 469 51 54 51
leaf_count=680 50 54 47 73 48 71 1435 75 56 49 90 376 469 51 54 51
internal_value=0 -2.80856e-05 -0.000356827 -1.8577e-05 0.000259862 -2.85596e-05 -6.002e-05 -0.000447755 3.71894e-05 6.19461e-05 -2.66272e-05 -0.000167608 7.44775e-06 2.84152e-05 -6.79838e-06 0.000289841
internal_weight=0 3679 101 3578 121 3457 2572 202 131 885 2370 466 1904 836 734 102
internal_count=3729 3679 101 3578 121 3457 2572 202 131 885 2370 466 1904 836 734 102
is_linear=0
shrinkage=0.0995203


Tree=7740
num_leaves=8
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split_feature=19 24 25 13 24 10 10
split_gain=0.00129348 0.000878712 0.00135689 0.000883016 0.00158454 0.00104588 0.00171491
threshold=-0.10411999999999999 0.10216500000000002 1.0000000180025095e-35 0.085560000000000011 -0.070004999999999998 0.090150000000000022 0.086275000000000018
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=0.00044133266465205546 -0.00056172902459353539 -0.00043069605001024475 0.00052803518421494099 0.00039073293604222656 -4.6302805617275188e-06 -0.00043330552390112267 0.0005605734088201253
leaf_weight=66 51 47 48 55 3365 55 54
leaf_count=66 51 47 48 55 3365 55 54
internal_value=0 -3.0467e-06 2.26777e-06 -4.55296e-06 -1.09528e-05 -2.63147e-06 4.05717e-06
internal_weight=0 3675 3628 3580 3525 3474 3419
internal_count=3741 3675 3628 3580 3525 3474 3419
is_linear=0
shrinkage=0.0995203


Tree=7741
num_leaves=13
num_cat=0
split_feature=22 24 38 0 0 2 1 5 0 29 26 30
split_gain=0.000874842 0.00105383 0.000724077 0.000719494 0.00145084 0.00254376 0.00145078 0.00410907 0.00153981 0.00100038 0.000948032 0.00160325
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 9 -4 8 -8 -5 -6 -12
right_child=-2 -3 3 4 10 -7 7 -9 -10 -11 11 -13
leaf_value=0.00036760245563203744 0.0004262834350531051 -0.00038950693659736083 -0.0001829826444895881 -0.00043152415691263433 0.00035359409110844874 -0.00083489370480803395 -0.00016549357481559853 0.0010919077965521823 0.00050189540379938903 0.00012026705014023426 6.479527886876974e-06 -0.00047535054957962148
leaf_weight=54 48 68 88 47 75 57 107 49 50 103 2925 70
leaf_count=54 48 68 88 47 75 57 107 49 50 103 2925 70
internal_value=0 -1.16837e-06 5.89051e-06 1.91517e-07 -1.29591e-05 -0.000268034 0.000149556 0.000295585 4.18366e-05 -4.71701e-05 3.97317e-06 -4.50862e-06
internal_weight=0 3693 3625 3571 3277 207 294 206 157 150 3070 2995
internal_count=3741 3693 3625 3571 3277 207 294 206 157 150 3070 2995
is_linear=0
shrinkage=0.0995203


Tree=7742
num_leaves=13
num_cat=0
split_feature=18 22 24 6 6 6 3 5 4 3 3 3
split_gain=0.00116404 0.000736716 0.000819442 0.000570238 0.00173816 0.00167964 0.0012957 0.000892826 0.00161526 0.000896111 0.00138158 0.000845717
threshold=-0.46879999999999999 0.13292500000000004 0.083550000000000027 0.096575000000000022 0.10100500000000003 0.10449000000000003 0.092300000000000021 -0.53313499999999991 0.10533000000000002 0.083955000000000016 0.083255000000000023 0.084550000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 -6 -7 8 -2 10 -9 -11
right_child=1 -3 -4 4 5 6 -8 9 -10 11 -12 -13
leaf_value=0.00044233899328231151 0.00012179502758192898 0.00038385964985461214 -0.00035074312889167808 0.00051208459612237856 -0.00052745800636008072 0.00045657836616994584 -1.2994915179080672e-06 3.3954468144494599e-05 -0.00061035253729942076 -0.00029686037209583394 0.00051834548085733781 -1.5295202494704532e-05
leaf_weight=59 51 48 68 83 50 75 314 270 67 111 76 2469
leaf_count=59 51 48 68 83 50 75 314 270 67 111 76 2469
internal_value=0 -3.11696e-06 -8.45365e-06 -1.69696e-06 9.41511e-05 1.32692e-05 8.48759e-05 -1.84024e-05 -0.000286978 -7.29144e-06 0.000142719 -2.77264e-05
internal_weight=0 3682 3634 3566 522 439 389 3044 118 2926 346 2580
internal_count=3741 3682 3634 3566 522 439 389 3044 118 2926 346 2580
is_linear=0
shrinkage=0.0995203


Tree=7743
num_leaves=10
num_cat=0
split_feature=19 21 20 12 10 27 29 29 8
split_gain=0.000971644 0.000607132 0.000827654 0.000636967 0.00110371 0.000656615 0.000556345 0.00104829 0.000571546
threshold=-0.10411999999999999 0.13677500000000004 -0.000135 0.098385000000000028 0.091870000000000021 -0.01137 -0.085039999999999991 -0.081594999999999987 -0.080659999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 -2 8 -8 -7
right_child=1 2 -4 -5 -6 6 7 -9 -10
leaf_value=0.00038189752570482767 -0.00032251031905531545 0.00041523651705320947 -4.3751001407337071e-05 -0.00037605709531099559 0.00045243685469925887 -7.7779092258883864e-06 -0.00040444128382720177 -6.2226738097212679e-06 0.00045251670019548371
leaf_weight=66 67 79 71 47 51 48 67 3193 52
leaf_count=66 67 79 71 47 51 48 67 3193 52
internal_value=0 -3.25374e-06 0.000192525 -1.1817e-05 -6.65945e-06 -1.37305e-05 -7.32966e-06 -1.4658e-05 0.000223389
internal_weight=0 3675 150 3525 3478 3427 3360 3260 100
internal_count=3741 3675 150 3525 3478 3427 3360 3260 100
is_linear=0
shrinkage=0.0995203


Tree=7744
num_leaves=18
num_cat=0
split_feature=21 5 9 9 4 5 4 9 5 26 3 9 20 1 1 1 2
split_gain=0.00151878 0.00176069 0.00193652 0.00565658 0.00231519 0.00153234 0.00234332 0.00115638 0.00186438 0.00134859 0.00221278 0.00126818 0.00346299 0.0070046 0.00082025 0.00191107 0.00124927
threshold=0.15544000000000005 0.51100000000000012 0.09550500000000002 0.098180000000000031 0.095545000000000033 -0.53313499999999991 0.10533000000000002 0.092605000000000021 0.41088500000000011 -0.23202999999999999 0.11769000000000002 0.09091500000000001 -0.012970000000000001 -0.083284999999999984 -0.080500000000000002 -0.082489999999999994 -0.083104999999999998
decision_type=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 -1 11 9 -9 -11 14 -13 -14 15 -7 -16
right_child=-2 2 3 -5 -6 7 -8 8 -10 10 -12 12 13 -15 16 -17 -18
leaf_value=0.00011270390397976708 0.00044617332981592399 -0.00043418701491315334 -0.0013717604613816712 3.2522763042216615e-05 0.00054210374428757661 -5.38261313365889e-06 -0.00071779484342273812 -0.00041114609303253668 0.00069849997674277379 4.3867100356261264e-05 0.00051778222278496479 -0.00086851522520158355 -0.00096457908540924361 0.00052567966682450439 0.00021308447634744076 -0.00043779398193389315 3.9768417375489175e-07
leaf_weight=62 75 49 49 65 47 782 70 50 53 621 117 62 47 93 380 117 1004
leaf_count=62 75 49 49 65 47 782 70 50 53 621 117 62 47 93 380 117 1004
internal_value=0 -6.15838e-06 -0.000286095 -0.000563892 3.52613e-05 1.06051e-05 -0.00032151 2.4032e-05 0.000124975 8.53613e-05 0.000120109 -9.8007e-06 -0.000248985 1.9531e-05 1.10038e-05 -6.25692e-05 5.93858e-05
internal_weight=0 3668 210 114 96 3458 132 3326 841 788 738 2485 202 140 2283 899 1384
internal_count=3743 3668 210 114 96 3458 132 3326 841 788 738 2485 202 140 2283 899 1384
is_linear=0
shrinkage=0.0995203


Tree=7745
num_leaves=19
num_cat=0
split_feature=22 2 18 18 2 1 17 17 8 2 8 2 9 1 4 10 1 26
split_gain=0.00119632 0.00108445 0.00189433 0.00213279 0.00149954 0.00268277 0.00248506 0.00133055 0.00131845 0.00131451 0.00258803 0.0020078 0.00371991 0.00128678 0.00119502 0.00247974 0.00128414 0.000812646
threshold=0.13292500000000004 -0.090919999999999987 -0.14624999999999996 -0.10082999999999999 -0.087075 -0.090104999999999991 -0.067015000000000005 -0.53299999999999992 -0.068099999999999994 -0.08569499999999998 -0.084394999999999984 -0.084674999999999986 0.084755000000000011 -0.087154999999999996 0.10801000000000002 0.086275000000000018 -0.17548999999999998 -0.23202999999999999
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 -3 -7 8 -6 10 -9 12 -11 -12 15 16 -5 -13
right_child=-2 4 3 14 7 6 -8 9 -10 11 13 17 -14 -15 -16 -17 -18 -19
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leaf_weight=72 47 64 67 71 71 53 73 77 59 52 49 53 52 46 74 57 248 2458
leaf_count=72 47 64 67 71 71 53 73 77 59 52 49 53 52 46 74 57 248 2458
internal_value=0 -3.68395e-06 -0.000127682 -5.93198e-05 1.95591e-05 0.000290487 0.000558902 1.6315e-06 0.000313089 -1.26028e-05 -0.000279182 4.61828e-06 0.000433339 6.04678e-05 -0.000138717 -6.4268e-05 -0.000174244 -1.28124e-05
internal_weight=0 3696 589 517 3107 190 126 2917 130 2787 172 2615 104 95 450 376 319 2511
internal_count=3743 3696 589 517 3107 190 126 2917 130 2787 172 2615 104 95 450 376 319 2511
is_linear=0
shrinkage=0.0995203


Tree=7746
num_leaves=9
num_cat=0
split_feature=21 29 24 26 11 9 2 26
split_gain=0.0011851 0.000811614 0.00101004 0.00106724 0.0021051 0.00131892 0.00381936 0.00109375
threshold=0.15544000000000005 0.096845000000000028 -0.070004999999999998 -0.236315 -0.37931999999999999 0.11408000000000003 -0.049174999999999996 0.11991000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 -6
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=-0.00042138418701648196 0.00039388687429552495 -0.0003008946498114688 0.00039591538794714359 -0.00062174998469737822 7.9973682637346804e-06 0.00060710075867993101 -0.000335909917333387 -0.000273473229181831
leaf_weight=55 75 90 69 53 3074 119 65 143
leaf_count=55 75 90 69 53 3074 119 65 143
internal_value=0 -5.67661e-06 1.52043e-06 8.35506e-06 3.75811e-07 1.03115e-05 0.000269523 -4.25992e-06
internal_weight=0 3668 3578 3523 3454 3401 184 3217
internal_count=3743 3668 3578 3523 3454 3401 184 3217
is_linear=0
shrinkage=0.0995203


Tree=7747
num_leaves=10
num_cat=0
split_feature=5 21 20 5 20 17 5 5 5
split_gain=0.00120638 0.00102549 0.00160611 0.00118559 0.00186993 0.00071808 0.00141067 0.000865723 0.00108896
threshold=0.62720500000000012 0.13677500000000004 -0.000135 -0.53313499999999991 -0.048779999999999997 -0.55286000000000002 0.51100000000000012 0.40898000000000007 0.27287000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 7 8 -7
right_child=-2 2 -4 5 -6 6 -8 -9 -10
leaf_value=0.00019380201980661579 -0.00035579720761779674 0.00057978768289569215 -6.2965692876202232e-05 0.00029049887417105822 -0.00058139242366276071 1.5311547658561882e-05 -0.00040618904641537051 0.00033770470701305181 -0.00036348252681658535
leaf_weight=47 91 78 72 89 83 3045 81 80 77
leaf_count=47 91 78 72 89 83 3045 81 80 77
internal_value=0 1.09934e-05 0.000265809 0 -0.000294833 1.14487e-05 3.63446e-06 1.42573e-05 5.70688e-06
internal_weight=0 3652 150 3502 130 3372 3283 3202 3122
internal_count=3743 3652 150 3502 130 3372 3283 3202 3122
is_linear=0
shrinkage=0.0995203


Tree=7748
num_leaves=18
num_cat=0
split_feature=27 27 3 1 4 5 20 21 29 3 4 3 4 21 4 6 26
split_gain=0.00271599 0.0169325 0.00312427 0.001744 0.00469882 0.00204381 0.0012095 0.000964156 0.000817446 0.00380542 0.00109891 0.00275065 0.00273422 0.000684732 0.000483649 0.000567338 0.000507559
threshold=1.0000000180025095e-35 0.08043500000000002 0.15361500000000003 0.41291000000000005 0.12182500000000003 -0.47386999999999996 -0.24910499999999999 0.15372000000000005 -0.011859999999999999 0.094970000000000013 0.10739000000000003 0.11693000000000002 0.10386500000000003 0.096665000000000015 0.12631500000000004 -0.040424999999999996 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 13 6 -5 -6 -1 8 9 -8 12 -12 -10 14 15 16 -3
right_child=1 2 -4 4 5 -7 7 -9 10 -11 11 -13 -14 -15 -16 -17 -18
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leaf_weight=65 48 63 49 68 47 64 65 53 2683 50 48 91 49 65 64 74 56
leaf_count=65 48 63 49 68 47 64 65 53 2683 50 48 91 49 65 64 74 56
internal_value=0 -0.000299821 -6.9974e-05 -3.02619e-05 0.000271107 -0.000121488 -4.79048e-05 -5.72241e-05 -4.94501e-05 0.000209142 -6.00934e-05 0.000211348 -7.42035e-05 4.02673e-05 -2.98086e-05 -0.000111189 -0.000247744
internal_weight=0 419 371 3283 179 111 3104 3039 2986 115 2871 139 2732 322 257 193 119
internal_count=3702 419 371 3283 179 111 3104 3039 2986 115 2871 139 2732 322 257 193 119
is_linear=0
shrinkage=0.0995203


Tree=7749
num_leaves=24
num_cat=0
split_feature=27 18 27 18 0 4 4 4 21 1 9 9 6 6 18 17 4 4 8 17 18 4 4
split_gain=0.00239389 0.00272485 0.0120872 0.0016211 0.00283631 0.00146258 0.00275185 0.00147566 0.0026989 0.00373641 0.00209048 0.00501347 0.00286084 0.00609871 0.00135282 0.00124329 0.00105955 0.00301413 0.00171704 0.000990769 0.00126719 0.000909381 0.000767598
threshold=0.11823500000000002 -0.022504999999999997 1.0000000180025095e-35 -0.037059999999999989 -0.082404999999999992 0.10373000000000003 0.10713500000000002 0.086105000000000029 0.090285000000000018 -0.0062700000000000004 0.084485000000000018 0.084795000000000023 0.088055000000000022 0.085955000000000018 -0.048605000000000002 -0.0071449999999999994 0.12061000000000001 0.11240500000000002 -0.087544999999999998 -0.56005499999999986 -0.060544999999999995 0.13279000000000005 0.13707500000000003
decision_type=2 2 2 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 7 -7 10 9 -9 12 -12 13 -3 19 -13 17 -8 -19 -1 -21 -18 -23
right_child=-2 5 -4 4 -6 6 16 8 -10 -11 11 15 -14 -15 -16 -17 21 18 -20 20 -22 22 -24
leaf_value=-0.00052981825463921937 -0.00075429052136461382 0.00013542913877220145 -0.0015882359764508682 -0.0010443774935208899 0 0.00082849592385239644 -0.00017918085862623535 -9.0519658512195719e-05 0.00022158837251171185 -0.0012817169947068976 -0.00096392191408129413 0.00011608633966051952 -0.00047101609910634357 0.0013479520948546815 0.00043694434331592217 -9.3402661788291618e-05 -0.00033699325508909254 0.00024292184446414388 0.0010507838361280232 -8.7623528536324432e-05 0.00043258251542785555 0.0003881199616997773 -4.5127448318996398e-05
leaf_weight=48 48 243 56 47 54 56 84 64 61 46 57 474 49 50 51 686 74 63 49 1094 48 55 145
leaf_count=48 48 243 56 47 54 56 84 64 61 46 57 474 49 50 51 686 74 63 49 1094 48 55 145
internal_value=0 -4.55335e-05 -0.000154779 -9.43526e-05 -0.000478989 2.1801e-05 0.000167306 -2.1966e-05 -0.000299622 -0.000596099 7.96384e-06 -5.25825e-05 0.00022581 0.000345138 -6.23889e-05 -7.09541e-06 8.67837e-05 0.000263986 0.000603671 -8.44769e-05 -6.50416e-05 -3.69868e-05 6.99225e-05
internal_weight=0 3654 1398 1342 101 2256 526 1730 171 110 1559 1217 342 293 1241 1160 470 196 112 1190 1142 274 200
internal_count=3702 3654 1398 1342 101 2256 526 1730 171 110 1559 1217 342 293 1241 1160 470 196 112 1190 1142 274 200
is_linear=0
shrinkage=0.0995203


Tree=7750
num_leaves=25
num_cat=0
split_feature=27 18 27 18 1 4 2 3 3 3 4 4 21 8 2 1 1 3 8 21 18 18 26 8
split_gain=0.00194029 0.00220937 0.00979959 0.00130865 0.00170867 0.00118657 0.00248731 0.00136769 0.00307933 0.00126793 0.00126729 0.0012293 0.0032592 0.00368105 0.00179479 0.00216269 0.00117861 0.00112164 0.00177485 0.00137913 0.00109788 0.00106457 0.00472393 0.000856214
threshold=0.11823500000000002 -0.022504999999999997 1.0000000180025095e-35 -0.037059999999999989 -0.031409999999999993 0.10353000000000002 -0.073194999999999996 0.11693000000000002 0.10726500000000001 1.0000000180025095e-35 0.11860000000000002 0.086105000000000029 0.090285000000000018 -1.0000000180025095e-35 -0.012154999999999999 1.0000000180025095e-35 0.0099250000000000015 0.087925000000000017 -0.081534999999999982 -0.085574999999999998 -0.048605000000000002 -0.079189999999999997 0.088115000000000013 -0.086154999999999995
decision_type=2 2 2 2 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 -5 11 -7 8 9 -8 -9 14 13 -13 17 -16 -12 18 -3 -19 21 23 -23 -1
right_child=-2 5 -4 4 -6 6 7 10 -10 -11 16 12 -14 -15 15 -17 -18 19 -20 -21 -22 22 -24 -25
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leaf_weight=101 48 462 56 53 48 90 80 56 66 53 53 58 60 50 54 80 131 48 81 834 51 47 161 881
leaf_count=101 48 462 56 53 48 90 80 56 66 53 53 58 60 50 54 80 131 48 81 834 51 47 161 881
internal_value=0 -4.1005e-05 -0.000139383 -8.49101e-05 -0.000430622 1.95952e-05 0.000150187 5.04456e-05 0.000244619 -2.52126e-05 -0.000107146 -1.99325e-05 -0.000275837 -0.000605116 7.11902e-06 0.000355743 1.47067e-05 -2.50894e-05 8.66545e-05 -9.48122e-05 -5.61143e-05 -7.60697e-05 -0.000281107 -3.18065e-05
internal_weight=0 3654 1398 1342 101 2256 529 439 199 133 240 1727 168 108 1559 134 184 1425 543 882 1241 1190 208 982
internal_count=3702 3654 1398 1342 101 2256 529 439 199 133 240 1727 168 108 1559 134 184 1425 543 882 1241 1190 208 982
is_linear=0
shrinkage=0.0995203


Tree=7751
num_leaves=22
num_cat=0
split_feature=29 4 0 0 4 4 1 20 9 0 9 20 4 29 19 5 9 4 4 1 1
split_gain=0.00171944 0.00168987 0.00372646 0.0155241 0.00262436 0.00207092 0.00291829 0.00181326 0.00101286 0.00167053 0.00152312 0.00247267 0.00104123 0.000985421 0.000895214 0.00136768 0.00132563 0.000880595 0.00252013 0.00133836 0.000644363
threshold=-0.11373499999999999 0.10495500000000003 -0.13056499999999996 -0.14574499999999999 0.10713500000000002 0.086105000000000029 1.0000000180025095e-35 -0.0058900000000000003 0.098465000000000011 -0.15137999999999999 -0.063329999999999984 -0.058504999999999995 0.14154500000000006 -0.011859999999999999 1.0000000180025095e-35 0.11083500000000003 0.084435000000000024 0.087155000000000024 0.09939000000000002 -0.50388999999999995 0.41897000000000012
decision_type=2 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 6 -2 -7 9 20 12 -12 -11 -4 17 16 -16 19 -19 -15 -6
right_child=1 4 13 -5 8 7 -8 -9 -10 10 11 -13 -14 14 15 -17 -18 18 -20 -21 -22
leaf_value=-0.00061950886779475712 -0.00021542763272622894 0.0007785579352046207 0.00031364127452328749 -0.0020607620899388301 8.2560391566365685e-05 -0.00070944191217448091 0.0007003708458937014 5.8885347996011493e-05 0.00036685192481256004 0.00020862723571264864 0.00016821143122746496 -0.00063062283569181843 -0.00029758733597317949 0.00046179287917347831 -0.00048534081804455089 0.00045626874150971638 8.7637299087290837e-05 -0.00084925589096383617 0.00012383409758174322 -6.2677100072100383e-05 0.00062127454716635585
leaf_weight=51 81 54 80 47 48 73 59 49 84 151 59 103 54 49 47 83 268 51 52 2111 48
leaf_count=51 81 54 80 47 48 73 59 49 84 151 59 103 54 49 47 83 268 51 52 2111 48
internal_value=0 -3.63871e-05 -6.66128e-05 -0.000394458 0.000115642 -9.24161e-05 0.000164669 -0.000394142 4.87024e-05 -7.24993e-06 -0.000105662 -0.000334636 7.12896e-05 -2.93553e-05 -3.99748e-05 9.68495e-05 0 -6.44002e-05 -0.00035004 -5.04004e-05 0.000360445
internal_weight=0 3651 3050 309 601 262 140 122 547 463 367 162 205 2741 2661 398 315 2263 103 2160 96
internal_count=3702 3651 3050 309 601 262 140 122 547 463 367 162 205 2741 2661 398 315 2263 103 2160 96
is_linear=0
shrinkage=0.0995203


Tree=7752
num_leaves=13
num_cat=0
split_feature=5 3 20 18 6 5 5 18 6 10 10 2
split_gain=0.0011476 0.000907794 0.00110205 0.00109221 0.00104978 0.000891401 0.00117665 0.00294215 0.00278579 0.000569569 0.000601864 0.000750221
threshold=0.6362850000000001 0.084795000000000023 -0.24910499999999999 -0.10082999999999999 0.15358000000000002 -0.0031649999999999998 -0.0091849999999999987 -0.015069999999999998 0.085760000000000017 0.090150000000000022 0.086690000000000031 -0.24151999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 9 6 7 -5 -9 10 11 -4
right_child=-2 2 4 5 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=0.00054924748758878087 -0.00046145997529515199 -0.00039476310732321516 0.00037722465451323729 -0.00063615805221858086 0.00046263101952108367 -0.00018979355817538301 0.00061213221702418209 3.2343797159451789e-05 0.00070805917414156752 0.00032913175226464975 -0.00035641071623295395 -4.1050464346809943e-06
leaf_weight=58 49 68 52 48 50 91 49 259 80 52 47 2855
leaf_count=58 49 68 52 48 50 91 49 259 80 52 47 2855
internal_value=0 2.27639e-05 1.19346e-06 0.000136555 1.02719e-05 8.95815e-05 0.000149769 8.91116e-05 0.00019422 2.47529e-06 -2.99781e-06 2.43453e-06
internal_weight=0 3709 3124 585 3056 527 436 387 339 3006 2954 2907
internal_count=3758 3709 3124 585 3056 527 436 387 339 3006 2954 2907
is_linear=0
shrinkage=0.0995203


Tree=7753
num_leaves=18
num_cat=0
split_feature=5 11 4 5 6 1 5 5 26 1 26 8 1 10 27 4 6
split_gain=0.000939669 0.00080055 0.00133828 0.00497702 0.00189236 0.000964865 0.00143686 0.00304312 0.00191696 0.00122003 0.000958119 0.00502117 0.0013657 0.000933592 0.000881563 0.000763129 0.000285109
threshold=0.63455500000000009 -0.40069499999999997 0.12498500000000003 -0.49053999999999998 -0.46637499999999998 -0.085184999999999997 -0.0087549999999999989 -0.011764999999999999 0.09032500000000003 -0.083284999999999984 0.11023000000000002 -0.070134999999999989 -0.082344999999999988 0.085875000000000021 0.091915000000000011 0.094025000000000011 -0.13803499999999999
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 -5 6 7 8 -3 -7 12 -12 -11 15 16 -8 -6
right_child=-2 2 3 4 14 9 13 -9 -10 10 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.00038588433665621817 -0.00037869122297436359 0.00032558736019083995 0.001048066689761153 -0.00052656837228684398 -0.00016639936714055449 -0.00038350596842156638 3.7503188454513378e-05 0.0010224746661480662 -0.00040796168412100933 -0.0005698691421925394 0.00097334744856174369 -2.9990062760334069e-05 -2.0519006227168962e-05 0.00042163213797759947 0.0005030446632002738 -0.00026630149454795937 0.00015003754540549044
leaf_weight=47 59 128 59 49 48 89 465 48 48 46 60 272 2066 53 55 99 67
leaf_count=47 59 128 59 49 48 89 465 48 48 46 60 272 2066 53 55 99 67
internal_value=0 2.11116e-05 2.65737e-05 0.000236572 1.42115e-05 9.02831e-06 0.00010156 0.000317731 0.000120877 -2.13707e-05 -7.84833e-06 0.00014887 -3.28716e-05 2.17531e-05 0.000174899 -1.43728e-05 1.0841e-05
internal_weight=0 3699 3652 278 219 3374 841 224 176 2533 2444 332 2112 617 170 564 115
internal_count=3758 3699 3652 278 219 3374 841 224 176 2533 2444 332 2112 617 170 564 115
is_linear=0
shrinkage=0.0995203


Tree=7754
num_leaves=10
num_cat=0
split_feature=5 20 20 21 5 27 4 3 20
split_gain=0.000769171 0.000701218 0.000888133 0.000912562 0.000773239 0.00202564 0.00188339 0.00126175 0.00106319
threshold=0.6362850000000001 -0.24910499999999999 -0.17097999999999999 -0.091649999999999995 -0.49053999999999998 0.11266000000000002 0.12498500000000003 0.10807500000000002 -0.009049999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 8 7 -5 -6
right_child=-2 2 3 4 5 -7 -8 -9 -10
leaf_value=-0.00028391262791712415 -0.00037784784000945458 0.00043796714289369714 -0.00033114178149955465 0.00023505973809893522 -5.7718143771484469e-05 -0.00064267720843562664 0.00063310650521083685 -0.00027610852491565213 6.3360443595379901e-05
leaf_weight=74 49 51 72 120 1082 46 70 79 2115
leaf_count=74 49 51 72 120 1082 46 70 79 2115
internal_value=0 1.84828e-05 2.4864e-05 1.87572e-05 2.61636e-05 1.2444e-05 0.000188521 2.80199e-05 2.21263e-05
internal_weight=0 3709 3635 3584 3512 3243 269 199 3197
internal_count=3758 3709 3635 3584 3512 3243 269 199 3197
is_linear=0
shrinkage=0.0995203


Tree=7755
num_leaves=17
num_cat=0
split_feature=3 18 26 26 6 3 9 10 10 1 17 20 6 17 26 26
split_gain=0.000655134 0.000991464 0.00130715 0.0036357 0.00161654 0.00085193 0.000808163 0.000730517 0.000997169 0.000729757 0.00408955 0.00076055 0.000785513 0.000675098 0.000405962 0.000495921
threshold=0.084795000000000023 -0.090899999999999995 0.08709500000000002 0.088115000000000013 0.085465000000000027 0.081685000000000021 0.08488500000000003 0.089090000000000016 0.086275000000000018 -0.50597999999999999 -0.11741999999999998 -0.24910499999999999 0.15358000000000002 -0.55286000000000002 0.083235000000000017 -0.081709999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 6 -1 14 8 9 10 -2 -11 13 -13 15 -3
right_child=7 2 3 -5 -6 -7 -8 -9 -10 11 -12 12 -14 -15 -16 -17
leaf_value=8.5575916194498733e-05 -0.00083105746503395824 -0.00017934876395538416 0.0009268435241640648 -0.00011387713839679147 -0.00043356284409529173 0.00068816592064662417 0.00032700555005249086 -0.00031929752897072612 0.00046126860118331209 -0.00032508356611475614 0.00039720928049392939 0.00033760892115063487 0.00040676806416306143 -2.4082338945006871e-06 -0.0002901049855387878 0.00020610277179852705
leaf_weight=50 58 56 56 79 84 50 82 72 46 68 49 59 49 2772 50 78
leaf_count=50 58 56 56 79 84 50 82 72 46 68 49 59 49 2772 50 78
internal_value=0 0.000108575 4.78188e-05 0.000311765 -5.16503e-05 0.000395057 6.58762e-05 -5.86866e-06 1.14465e-06 -5.51561e-06 -0.00026093 3.47715e-06 1.15191e-05 4.3888e-06 -4.60477e-05 3.89094e-05
internal_weight=0 585 485 135 350 100 266 3173 3101 3055 107 2948 2880 2831 184 134
internal_count=3758 585 485 135 350 100 266 3173 3101 3055 107 2948 2880 2831 184 134
is_linear=0
shrinkage=0.0995203


Tree=7756
num_leaves=9
num_cat=0
split_feature=20 21 26 26 27 9 9 21
split_gain=0.000906069 0.00112461 0.00131003 0.00287922 0.000986251 0.000953062 0.0024732 0.00159905
threshold=0.2959750000000001 0.16638500000000003 -0.2382 -0.22491999999999998 -0.01137 0.11408000000000003 0.10892000000000003 0.10271500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -7
right_child=-2 -3 3 4 5 7 -8 -9
leaf_value=0.00040998397674319646 0.00045037924742803752 -0.00044002721340425071 -0.00067127285617168389 -0.0003857208704761774 2.9755219018344268e-05 0.00045188040208661155 -0.00064291476941861212 -0.0001749620958017202
leaf_weight=84 48 53 60 57 3194 126 55 57
leaf_count=84 48 53 60 57 3194 126 55 57
internal_value=0 1.43898e-05 2.12444e-05 1.18128e-05 2.37944e-05 3.08343e-05 1.81161e-05 0.000252161
internal_weight=0 3686 3633 3549 3489 3432 3249 183
internal_count=3734 3686 3633 3549 3489 3432 3249 183
is_linear=0
shrinkage=0.0995203


Tree=7757
num_leaves=25
num_cat=0
split_feature=18 3 27 1 9 9 26 2 2 0 3 9 0 4 21 0 20 17 20 6 26 26 3 21
split_gain=0.00079974 0.00344041 0.00142896 0.00134481 0.00114741 0.00204413 0.00120998 0.00194097 0.00188667 0.00113964 0.00151719 0.00117187 0.00182865 0.00182711 0.00119473 0.000976153 0.000759862 0.000910892 0.000709697 0.00182154 0.00122245 0.00224127 0.00173299 0.000528806
threshold=-0.090899999999999995 0.084795000000000023 -0.01137 -0.095674999999999996 0.11408000000000003 0.10892000000000003 0.15222000000000005 -0.047824999999999999 -0.060455000000000002 -0.081534999999999982 0.08785500000000003 0.088135000000000033 -0.067059999999999995 0.086205000000000018 0.11754000000000002 -0.052884999999999995 -0.0064400000000000004 -0.083000000000000004 0.096345000000000028 -0.217 0.11991000000000003 0.11724000000000002 0.097255000000000022 0.13118000000000005
decision_type=2 2 2 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 5 18 7 8 -6 16 -11 13 14 -12 -13 -14 17 -3 20 -20 21 -4 -22 -21
right_child=2 9 4 -5 6 -7 -8 -9 -10 10 11 12 15 -15 -16 -17 -18 -19 19 23 22 -23 -24 -25
leaf_value=0.0010676781589904472 -0.00048447096368915899 0.00036312359108729231 -9.86744432359239e-06 0.00028001507970331122 0.00021152139416769157 -0.00062271635260878586 0.00065584920390295313 0.00061732170027383642 -0.0006272168497472527 -0.00056048915803371411 0.00074425612941483984 -0.0005834037798429795 0.00052804019770809427 -0.00011618873565097347 1.0616328890197067e-05 -2.9147846937098111e-05 0.00046624699035335794 -0.00024457755608104612 0.00071767632831324279 -0.00017558810640405122 -0.0007266097434786464 0.00068400233600627029 2.2325507619670071e-05 0.00024944829639018528
leaf_weight=46 60 47 2394 47 61 53 51 48 46 53 48 85 47 47 51 85 80 50 48 73 56 47 63 48
leaf_count=46 60 47 2394 47 61 53 51 48 46 53 48 85 47 47 51 85 80 50 48 73 56 47 63 48
internal_value=0 0.000115277 -3.43127e-06 0.000678415 5.9542e-06 -1.05462e-05 0.000232763 8.82728e-05 -0.000141407 2.55801e-05 -6.28607e-05 7.54065e-06 -9.66005e-05 0.000309945 -0.000354627 0.000163043 0.000238066 4.14362e-05 1.04283e-06 0.000198841 -1.16951e-05 3.15725e-06 -0.000323236 -2.13089e-07
internal_weight=0 686 3048 93 2988 2782 206 155 107 593 416 363 268 95 136 132 177 97 2729 169 2560 2441 119 121
internal_count=3734 686 3048 93 2988 2782 206 155 107 593 416 363 268 95 136 132 177 97 2729 169 2560 2441 119 121
is_linear=0
shrinkage=0.0995203


Tree=7758
num_leaves=11
num_cat=0
split_feature=27 10 10 5 0 2 20 0 26 4
split_gain=0.00074527 0.000823535 0.00186584 0.000898229 0.00101192 0.00154771 0.00151732 0.00137857 0.00217306 0.000853353
threshold=-0.091944999999999985 0.090150000000000022 0.086275000000000018 0.51935500000000012 -0.051394999999999996 0.097285000000000024 -0.073489999999999986 -0.057604999999999996 -0.236315 0.11541000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 6 -6 8 -2 -7
right_child=1 -3 -4 -5 5 9 -8 -9 -10 -11
leaf_value=-0.00033066510627373878 0.00067425370325804889 -0.00028671557227565432 0.00059004417680253308 -0.00031509664155407832 -6.5185539449428954e-05 -0.00038077119799514151 0.0004134763836813666 -0.00046874891547640064 5.5200851782909627e-06 0.00015555647109021081
leaf_weight=60 49 83 58 77 87 65 236 59 2909 51
leaf_count=60 49 83 58 77 87 65 236 59 2909 51
internal_value=0 2.22855e-05 2.96555e-05 2.02241e-05 2.79319e-05 0.000169189 0.000282014 7.10646e-06 1.68746e-05 -0.000137915
internal_weight=0 3674 3591 3533 3456 439 323 3017 2958 116
internal_count=3734 3674 3591 3533 3456 439 323 3017 2958 116
is_linear=0
shrinkage=0.0995203


Tree=7759
num_leaves=9
num_cat=0
split_feature=21 26 26 23 0 10 10 5
split_gain=0.00075305 0.000960312 0.00215112 0.000793701 0.00205901 0.000689091 0.00125848 0.000718831
threshold=0.16638500000000003 -0.2382 -0.22491999999999998 -0.022119999999999997 -0.066264999999999991 0.090150000000000022 0.086275000000000018 0.51797000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -5
right_child=-2 2 3 5 -6 -7 -8 -9
leaf_value=0.00035152101137871729 -0.00034028480620011361 -0.00057295464013528503 -9.9605824042633885e-05 1.9344497711180344e-05 0.00079165809199382314 -0.00033091692684872575 0.00048868750104693692 -0.00030252944096330315
leaf_weight=85 58 61 55 3247 46 56 56 70
leaf_count=85 58 61 55 3247 46 56 56 70
internal_value=0 2.05435e-05 1.24812e-05 2.28298e-05 0.000298211 1.44797e-05 2.04569e-05 1.23051e-05
internal_weight=0 3676 3591 3530 101 3429 3373 3317
internal_count=3734 3676 3591 3530 101 3429 3373 3317
is_linear=0
shrinkage=0.0995203


Tree=7760
num_leaves=24
num_cat=0
split_feature=3 3 3 18 4 4 4 6 3 6 17 26 10 9 23 2 2 17 3 20 36 4 26
split_gain=0.00155244 0.0125765 0.00145378 0.00186245 0.00105635 0.0042452 0.00158169 0.00166245 0.00559912 0.000911059 0.0053806 0.000956227 0.000841794 0.00141847 0.00126197 0.000694168 0.0017153 0.0011778 0.00255358 0.000872152 0.00102754 0.00160677 0.000393712
threshold=0.084955000000000017 0.084620000000000015 0.085730000000000015 -0.008179999999999998 0.08544000000000003 0.087965000000000029 0.079225000000000018 0.11816500000000002 0.097880000000000023 0.10877500000000002 0.4039100000000001 -0.2382 0.090150000000000022 0.098180000000000031 -0.022119999999999997 -0.086934999999999998 -0.084385000000000002 -0.14169499999999999 0.08345000000000001 -0.014955 0.088355000000000031 0.079660000000000022 0.099260000000000029
decision_type=2 2 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 3 -2 6 -6 7 9 -9 11 -11 -4 13 14 -7 17 -17 -1 -19 -18 21 -21 -10
right_child=2 -3 4 -5 5 12 -8 8 22 10 -12 -13 -14 -15 -16 16 19 18 -20 20 -22 -23 -24
leaf_value=-0.00025685871240529068 -2.9244554489898326e-05 0.0013119363359606405 -0.000399341440182291 -0.00078925315432366839 0.0009670572723445369 0.00043629478825993161 -0.00058025999078197465 -0.001218259578161742 -0.00012700392611501474 -0.00036670354088320743 0.0010768178345266037 -1.4267874041006759e-06 -0.00037520678892425215 0.00056852848231257974 -2.6449297401330678e-05 -0.00051243680223717167 -0.0002692426357159618 -9.251043289666519e-06 0.00089685149467515961 0.00029232002375288463 0.00045932122482133386 -0.00039498604087119846 0.00025154918936034576
leaf_weight=52 84 81 62 54 52 65 52 49 51 55 47 1828 46 51 557 78 76 88 46 72 63 63 55
leaf_count=52 84 81 62 54 52 65 52 49 51 55 47 1828 46 51 557 78 76 88 46 72 63 63 55
internal_value=0 0.000155706 -1.67752e-05 -0.000332571 -1.82618e-06 9.81185e-05 -3.72405e-05 -2.37073e-05 -0.000337656 3.10513e-07 0.000290423 -1.49132e-05 3.41359e-05 6.33312e-05 2.05921e-05 -1.68523e-05 -0.000100376 0.000136813 0.00029569 1.39383e-05 0.000126769 -2.23589e-05 6.16923e-05
internal_weight=0 619 3108 138 2970 771 2199 2147 155 1992 102 1890 719 673 622 538 352 186 134 274 198 135 106
internal_count=3727 619 3108 138 2970 771 2199 2147 155 1992 102 1890 719 673 622 538 352 186 134 274 198 135 106
is_linear=0
shrinkage=0.0995203


Tree=7761
num_leaves=22
num_cat=0
split_feature=9 9 9 6 17 9 5 21 21 3 3 6 6 3 3 17 10 17 0 0 3
split_gain=0.00155605 0.0207953 0.00300697 0.000916909 0.00503469 0.00103982 0.0024657 0.000858786 0.00322373 0.00200701 0.00298772 0.00282975 0.00175852 0.000866102 0.00268876 0.0021911 0.000815423 0.000976424 0.000810565 0.000946558 0.000618448
threshold=0.084055000000000032 0.083875000000000019 0.083715000000000026 0.11816500000000002 0.40827500000000011 0.084535000000000013 -0.010424999999999999 0.087625000000000022 0.084795000000000023 0.08777500000000002 0.10850000000000003 -0.10032499999999998 -0.03764 0.10726500000000001 0.11523000000000001 0.056905000000000011 0.090150000000000022 -0.55754499999999996 0.019150000000000004 -0.051394999999999996 0.12061000000000002
decision_type=2 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 20 6 -2 8 13 -9 11 -11 -12 15 -15 -1 17 -7 19 -19 -5
right_child=3 -3 -4 4 -6 16 -8 9 -10 10 12 -13 -14 14 -16 -17 -18 18 -20 -21 -22
leaf_value=-0.00014902153174493633 5.7581669057374861e-05 0.0019933965522852776 -0.0007747935535528242 0.00034323785965827326 -0.0010516151940062159 0.00041438966136017889 -0.00084817508858545663 -0.00064340411345035608 0.00082808824251808519 -0.00016387870183411551 -5.4633025279773484e-05 0.00077537444788764928 -0.00075728087648462483 0.0007708793606819159 8.8882705630518707e-06 0.00039555412682838791 -0.00034716321399342042 -5.0987635127269245e-06 -0.00034365107519567271 0.00035045574912287333 -0.00011954632013487768
leaf_weight=353 72 55 46 58 54 57 49 53 57 52 154 77 47 61 194 92 66 1933 67 77 53
leaf_count=353 72 55 46 58 54 57 49 53 57 52 154 77 47 61 194 92 66 1933 67 77 53
internal_value=0 0.000101522 1.30975e-05 -3.48499e-05 -0.000261912 -1.83553e-05 -0.000302447 4.56077e-05 0.000107494 -7.45725e-05 1.43047e-05 0.000390415 -0.000223007 4.76472e-05 0.000194379 -3.45955e-05 -2.35818e-06 7.92229e-06 -2.83844e-06 8.11471e-06 0.000114894
internal_weight=0 1241 1186 2486 165 2321 121 1140 757 383 330 129 201 700 255 445 2200 2134 2077 2010 111
internal_count=3727 1241 1186 2486 165 2321 121 1140 757 383 330 129 201 700 255 445 2200 2134 2077 2010 111
is_linear=0
shrinkage=0.0995203


Tree=7762
num_leaves=28
num_cat=0
split_feature=18 18 26 0 26 0 8 1 20 4 6 18 18 0 8 6 5 26 26 26 26 0 6 3 5 5 8
split_gain=0.00150855 0.0258631 0.00106466 0.000994583 0.00205004 0.00486335 0.00123879 0.00340536 0.00253944 0.00102589 0.000989514 0.00490753 0.000960707 0.00223943 0.000725621 0.000761619 0.00168025 0.000716427 0.00227799 0.00216391 0.00175793 0.00158022 0.00136864 0.000938966 0.000698456 0.000872848 0.000396561
threshold=0.086510000000000017 0.088250000000000009 0.40795000000000009 -0.071799999999999989 0.11991000000000003 -0.065519999999999981 -0.070134999999999989 -0.047239999999999997 -0.071149999999999991 0.080000000000000029 0.11816500000000002 -0.080814999999999984 0.022040000000000008 -0.085474999999999982 -0.092984999999999998 0.088915000000000022 -0.079124999999999987 0.091195000000000012 0.090020000000000031 0.09271500000000002 0.093690000000000023 -0.080324999999999994 0.087075000000000027 0.086605000000000029 -0.084089999999999984 -0.11930499999999999 -0.076554999999999998
decision_type=2 2 2 2 2 2 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 6 5 -5 14 -8 -9 -7 12 -12 17 -14 24 16 -16 18 23 22 -21 -20 -19 -1 25 -3 -11
right_child=1 3 -4 4 -6 9 7 8 -10 26 11 -13 13 -15 15 -17 -18 19 21 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.00011114448557070783 0.0023943799626788232 0 0.00041862078911706534 0.0010317924390881026 -0.00035188755524412542 -0.00030515002576320376 -0.00079887190389763886 0.00055094682058780069 -0.00032893675983643454 0 0.00047134820937764187 -0.00073461248511031763 2.7925365730177244e-05 -0.00080815354396265697 0.00027521249897775678 0.0003941905248832735 -0.00047109778100429533 0.00091893509347589723 -0.0008483604822199282 -0.00057357851748729947 7.1889576508849478e-05 -4.1278480927968985e-05 0.00014351208688429502 3.9315882250671952e-05 0.00013266549938610074 -0.00059868587232493815 0.00041795895597945517
leaf_weight=606 47 46 52 63 62 65 77 55 79 49 52 91 82 50 82 80 47 46 56 47 377 46 50 1269 57 48 46
leaf_count=606 47 46 52 63 62 65 77 55 79 49 52 91 82 50 82 80 47 46 56 47 377 46 50 1269 57 48 46
internal_value=0 0.000121376 -2.63208e-05 -2.47006e-06 0.000148378 0.000291136 -7.91957e-05 -0.000271076 2.61004e-05 0 -3.49628e-05 -0.000290357 -2.07597e-05 -0.00028257 3.09937e-05 0.000152924 0 -6.59163e-06 -3.42374e-05 9.69412e-05 0 -0.000492408 0.000523597 -8.87631e-06 -0.000132349 -0.000301758 0.000207949
internal_weight=0 903 2824 856 285 223 571 211 134 160 2772 143 2629 132 360 209 129 2497 1977 520 424 102 96 1875 151 94 95
internal_count=3727 903 2824 856 285 223 571 211 134 160 2772 143 2629 132 360 209 129 2497 1977 520 424 102 96 1875 151 94 95
is_linear=0
shrinkage=0.0995203


Tree=7763
num_leaves=14
num_cat=0
split_feature=9 9 7 7 23 21 21 4 4 4 3 3 9
split_gain=0.00140742 0.0121657 0.000865397 0.000787201 0.0009244 0.000704529 0.00324986 0.000701563 0.00203414 0.00133356 0.000927407 0.00215342 0.00173531
threshold=0.083955000000000016 0.083795000000000022 0.083320000000000019 0.059920000000000008 -0.022119999999999997 -0.091104999999999992 -0.075024999999999994 0.12220000000000002 0.10801000000000002 0.10300500000000003 0.083725000000000022 0.084235000000000018 0.084535000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 9 10 -2 -12 -13
right_child=7 -3 -4 -5 5 6 -8 -9 -10 -11 11 12 -14
leaf_value=0.0004387240287225013 -0.00047089679542197573 0.0016845940402344386 0.00042668914474178671 -0.00035921892025576321 -0.0003480615361659615 0.00084733368460584817 -9.4714587579897665e-06 0.00025859862217110388 -0.00064247682073315365 0.00044092853224685688 0.00062665592416148209 -0.0004266945838318117 -2.5557500677264516e-05
leaf_weight=53 49 46 53 53 51 46 905 78 55 58 48 113 2119
leaf_count=53 49 46 53 53 51 46 905 78 55 58 48 113 2119
internal_value=0 9.69132e-05 3.33025e-05 1.37465e-05 3.32591e-05 1.09953e-05 3.11116e-05 -3.37139e-05 -4.33859e-05 -2.9239e-05 -4.12992e-05 -3.17076e-05 -4.62327e-05
internal_weight=0 1207 1161 1108 1055 1002 951 2520 2442 2387 2329 2280 2232
internal_count=3727 1207 1161 1108 1055 1002 951 2520 2442 2387 2329 2280 2232
is_linear=0
shrinkage=0.0995203


Tree=7764
num_leaves=25
num_cat=0
split_feature=9 17 1 20 0 9 9 6 20 3 3 8 9 9 9 21 4 23 21 21 17 17 9 1
split_gain=0.00252694 0.00485788 0.00483694 0.00225764 0.00201214 0.0018841 0.00997676 0.0021258 0.00215488 0.00263522 0.0025568 0.00144048 0.00167371 0.00315755 0.00240986 0.00286588 0.00174695 0.00138651 0.00151562 0.00185188 0.00146402 0.00127255 0.000890715 0.00201875
threshold=0.094375000000000028 0.50822500000000015 -0.49056499999999997 -0.079154999999999989 0.019150000000000004 0.085280000000000022 0.085610000000000019 0.11056500000000001 -0.012970000000000001 0.091975000000000015 0.094410000000000008 0.0065600000000000007 0.08895500000000002 0.090695000000000012 0.087980000000000017 0.09296500000000002 0.086380000000000026 0.086650000000000019 -0.079684999999999992 -0.0022649999999999997 0.23832000000000006 0.07134500000000002 0.095415000000000014 -0.077774999999999997
decision_type=2 2 2 2 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 21 17 -7 8 10 -10 -8 12 14 -14 15 16 -1 18 -5 -20 -21 22 -4 -24
right_child=1 -3 4 5 -6 6 7 -9 9 -11 -12 -13 13 -15 -16 -17 -18 -19 19 20 -22 -23 23 -25
leaf_value=0.00015924700260827067 0.00093404031880195285 0.00088235252870933899 0.00052610245180626165 -0.00039367916813007775 -0.00061837095608960281 -0.0016264744590745283 -0.00097836636067712168 -0.00063628526851232348 -0.00011429227404665085 0.00033989977939362316 -1.6075656110221842e-05 -0.00035533928896518238 0.0010962144449300425 3.4225842657243379e-05 -0.00060634005074777493 0.00066360791144068603 -0.0003045225161719911 -0.00049465545275888636 0.00064176749819310516 -6.8913961763692431e-06 0.0005616962848873691 -0.00029560514060450607 -0.00048609593947077914 0.00013367166801179684
leaf_weight=296 60 82 46 82 48 46 54 74 588 161 59 59 50 66 46 87 110 55 50 935 47 91 58 482
leaf_count=296 60 82 46 82 48 46 54 74 588 161 59 59 50 66 46 87 110 55 50 935 47 91 58 482
internal_value=0 0.000152538 7.52596e-05 -4.13528e-05 3.05894e-06 -9.24597e-05 -0.000194113 -0.000122845 -7.78177e-05 -1.55692e-05 -0.000483176 0.000111466 0.000154764 0.000499037 7.91526e-05 0.000144774 3.15788e-05 -6.36705e-06 1.70057e-05 5.04309e-05 1.94885e-05 4.83282e-05 0.000103135 6.5588e-05
internal_weight=0 867 785 2865 725 2151 982 936 862 749 113 714 655 116 539 493 406 1169 1114 1032 982 677 586 540
internal_count=3732 867 785 2865 725 2151 982 936 862 749 113 714 655 116 539 493 406 1169 1114 1032 982 677 586 540
is_linear=0
shrinkage=0.0995203


Tree=7765
num_leaves=33
num_cat=0
split_feature=9 17 1 17 20 4 2 2 17 4 6 2 6 1 4 2 6 3 3 17 3 0 3 0 18 17 9 26 2 9 2 4
split_gain=0.00205105 0.00393797 0.00392313 0.00195336 0.00188001 0.00156567 0.00218213 0.00414427 0.0131248 0.00294957 0.00244232 0.00165748 0.00151511 0.00155572 0.0017937 0.00119137 0.00159866 0.00132078 0.00257357 0.0016256 0.00116832 0.0027948 0.0020423 0.00107259 0.0011268 0.0010637 0.00113937 0.00543707 0.0042807 0.000962155 0.000854577 0.00058842
threshold=0.094375000000000028 0.50822500000000015 -0.49056499999999997 -0.53166999999999998 -0.07825 0.085720000000000018 -0.085804999999999992 -0.084385000000000002 -0.010239999999999999 0.079660000000000022 0.11056500000000001 -0.086304999999999993 -0.045589999999999999 0.021350000000000004 0.094025000000000011 -0.096314999999999998 -0.101065 0.11275500000000002 0.10556500000000002 -0.088525000000000006 0.084895000000000012 -0.08076499999999999 0.083595000000000017 -0.23032 0.088635000000000019 0.07134500000000002 0.11351500000000002 0.11861500000000001 -0.049174999999999996 0.10341500000000002 0.13896000000000006 0.10373000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 6 11 8 -8 10 -9 20 23 14 -14 -1 -17 18 19 -18 22 -22 -6 -7 30 26 27 -5 -28 -27 -25 -16
right_child=1 -3 3 25 5 12 7 9 -10 -11 -12 -13 13 -15 31 16 17 -19 -20 -21 21 -23 -24 24 -26 29 28 -29 -30 -31 -32 -33
leaf_value=-0.0002487003923153894 0.00084108435060689527 0.00079454061081878058 -0.00060301083418999623 1.1709098033610514e-05 0.00014859897921216578 -0.0004599368842983143 3.6882572765892824e-05 -4.5139852369284071e-05 -0.0018886294989602327 -0.0008673865006046267 -0.00067197109437794745 0.00059966215384387378 0.00057684363404787969 0.00076322635415898533 -0.00037395466316740957 0.00066068827014478771 -0.00015598606718483982 0.00048194451908203299 -0.00066232087538376405 0.00023503909498894202 0.00042818187174047649 -0.00028584712580540054 -0.00054327698569725991 -0.00022650191393358714 0.00037520582092217777 -0.00055915041951158206 0.00019657862936437663 0.00095475614466886051 -0.00084770296396701915 3.8994205850447405e-05 0.00017473772777932834 6.3321855925241557e-05
leaf_weight=85 60 82 49 307 77 60 89 822 57 52 67 48 58 47 46 55 153 77 47 326 130 92 90 165 63 50 137 76 54 52 75 84
leaf_count=85 60 82 49 307 77 60 89 822 57 52 67 48 58 47 46 55 153 77 47 326 130 92 90 165 63 50 137 76 54 52 75 84
internal_value=0 0.000137357 6.7666e-05 2.52977e-06 -3.73227e-05 -8.52334e-05 -0.000138926 -0.00021457 -0.000709252 -0.000136948 -9.33022e-05 4.73609e-05 5.02318e-05 0.000247933 0.000114756 9.84081e-05 0.000144491 9.60512e-05 3.80048e-05 0.000108431 -1.8685e-05 0.00012859 -0.000219366 -7.55017e-05 0 4.76335e-05 0.000101272 0.000200979 -9.43774e-05 -0.000246188 -9.77036e-05 -8.51097e-05
internal_weight=0 867 785 725 2865 2122 1524 1087 146 941 889 437 598 235 188 743 658 603 526 479 389 222 167 363 303 676 574 383 191 102 240 130
internal_count=3732 867 785 725 2865 2122 1524 1087 146 941 889 437 598 235 188 743 658 603 526 479 389 222 167 363 303 676 574 383 191 102 240 130
is_linear=0
shrinkage=0.0995203


Tree=7766
num_leaves=14
num_cat=0
split_feature=5 17 26 20 20 20 20 20 23 21 19 21 2
split_gain=0.00200974 0.0014944 0.00576218 0.00148084 0.0025476 0.00158382 0.00185985 0.00144904 0.0012089 0.00103839 0.00110111 0.000979726 0.000541485
threshold=0.63455500000000009 0.51174000000000019 0.095385000000000011 -0.017315000000000001 -0.01137 -0.0078249999999999986 -0.0009549999999999999 -0.042414999999999994 0.086650000000000019 -0.10223999999999998 -0.050215000000000003 0.11754000000000002 -0.076254999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 7 -5 -6 -7 9 -8 -1 -11 -12 -3
right_child=-2 2 -4 4 5 6 8 -9 -10 10 11 -13 -14
leaf_value=0.0004988239572376004 0.00057915948282110611 4.3371877496632203e-05 0.0010894502167490246 -0.00075142298968130768 0.00039624683331158152 -0.00062992522279024191 -3.9347132377369863e-05 0.00060450687151067557 -0.00052250373917929515 -0.00044542020754659013 7.6158247138794203e-06 0.00028662310740916187 -0.00038777085643672249
leaf_weight=48 59 70 58 53 75 57 2034 48 53 47 939 145 46
leaf_count=48 59 70 58 53 75 57 2034 48 53 47 939 145 46
internal_value=0 -6.25557e-06 0.000278085 -2.06293e-05 -6.83868e-05 -5.17038e-05 -6.77555e-05 6.71345e-05 -5.20093e-05 4.45624e-05 2.45596e-05 4.56921e-05 -0.000120541
internal_weight=0 3673 174 3499 2272 2219 2144 1227 2087 1179 1131 1084 116
internal_count=3732 3673 174 3499 2272 2219 2144 1227 2087 1179 1131 1084 116
is_linear=0
shrinkage=0.0995203


Tree=7767
num_leaves=29
num_cat=0
split_feature=9 9 1 0 9 9 9 6 18 18 8 9 26 8 0 20 20 21 21 21 21 18 6 26 26 0 26 0
split_gain=0.0014816 0.00368903 0.00202328 0.00173417 0.00144637 0.010254 0.00143944 0.00135418 0.00172642 0.00389275 0.00203295 0.00104753 0.000931663 0.00244925 0.000903963 0.000825718 0.00270568 0.00162301 0.00143529 0.00137699 0.00163633 0.000964406 0.000643065 0.00180798 0.00215334 0.00151137 0.00267908 0.000593858
threshold=0.094375000000000028 0.09518500000000002 -0.49056499999999997 0.019150000000000004 0.085280000000000022 0.085525000000000032 0.087885000000000019 0.11056500000000001 0.090795000000000028 0.096280000000000018 -0.049499999999999995 0.084915000000000032 -0.23202999999999999 0.10851500000000001 -0.1021 -0.085204999999999989 -0.088694999999999982 -0.079684999999999992 -0.015724999999999999 0.086155000000000023 0.096850000000000033 0.089365000000000014 0.086420000000000011 0.088115000000000013 0.086420000000000011 -0.08076499999999999 0.089485000000000023 -0.1021
decision_type=2 2 2 2 2 2 2 2 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 11 -6 22 8 10 -10 -8 15 -4 14 -14 16 19 -17 -19 27 -21 -20 23 24 -7 26 -24 -1
right_child=1 2 3 -5 5 6 7 -9 9 -11 -12 -13 13 -15 -16 17 -18 18 21 20 -22 -23 25 -25 -26 -27 -28 -29
leaf_value=0.00053383644896553542 0.00081571480235195564 0.00064374128830518352 -0.0003323866927619067 -0.00054722546363585576 -0.0013277950206935375 0.00032821132972592947 0.00011760043154791491 -0.0005121269669692704 -0.0010927530488423144 -6.0511076254807905e-05 -0.00032094765402142494 0.00043770954640361993 -0.00033361988189235613 0.00075113271067392732 7.2961199537354421e-05 -0.0004471243762900341 0.00082864280044644815 0.00048346437860430293 -5.4049103954816235e-05 -0.00068398091768000365 0.00012774176764742881 0.00019575087103342243 -0.00017575738784702592 0.00078102517517997011 -0.00043355291387640394 -0.0004838909642996737 0.00066786966023913775 1.1608371742286664e-05
leaf_weight=47 69 54 56 51 65 109 423 80 50 138 139 61 60 51 526 81 51 61 924 46 50 183 99 46 55 52 59 46
leaf_count=47 69 54 56 51 65 109 423 80 50 138 139 61 60 51 526 81 51 61 924 46 50 183 99 46 55 52 59 46
internal_value=0 0.000116716 5.52499e-05 1.14365e-05 -3.17451e-05 -0.000108661 -4.46109e-05 -0.000121039 -7.82315e-05 -0.000339398 7.67726e-06 3.2981e-05 5.37314e-05 8.8961e-05 2.99347e-05 1.58507e-05 0.000185193 -1.60337e-05 1.31613e-05 7.23222e-06 -0.000252681 -1.20148e-05 0.000104477 0.00022789 6.77499e-05 -1.50381e-05 0.000134087 0.000284333
internal_weight=0 867 798 744 2865 1315 1250 830 750 188 562 1550 693 637 586 1489 240 1249 1168 189 96 1107 420 210 164 210 158 93
internal_count=3732 867 798 744 2865 1315 1250 830 750 188 562 1550 693 637 586 1489 240 1249 1168 189 96 1107 420 210 164 210 158 93
is_linear=0
shrinkage=0.0995203


Tree=7768
num_leaves=19
num_cat=0
split_feature=22 11 11 21 21 21 18 2 21 4 4 4 38 3 8 2 1 1
split_gain=0.0404792 0.00108075 0.00228942 0.0013044 0.00594056 0.0150883 0.0024278 0.00223129 0.00161455 0.00146452 0.00508855 0.00232333 0.002137 0.00239257 0.00117302 0.00148157 0.000914783 0.000929295
threshold=0.13160500000000006 -0.100185 -0.37931999999999999 0.083050000000000027 0.089125000000000024 0.088120000000000018 0.086800000000000016 -0.012154999999999999 0.090285000000000018 0.10386500000000003 0.10739000000000003 0.099305000000000018 -0.077195 0.11523000000000001 -0.409445 0.092170000000000016 -0.50763499999999995 -0.34140499999999996
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 7 -5 -6 11 -11 16 -12 -14 -10 -16 -3 -18
right_child=-2 3 -4 4 8 -7 -8 -9 14 10 12 -13 13 -15 15 -17 17 -19
leaf_value=-6.2509644005241774e-05 0.0027321378366809844 0.00034511102326629508 0.00082008182982292246 0.000120913528801624 -0.0005272148518401348 0.0021171406332436979 -0.00028602459643047533 0.00095421262245347924 -0.00048749686184033209 -0.00098010683237050381 -0.00065265978997121744 0.00067748125321240792 0.00046850540765917614 -0.00015024091693462932 -1.4870029484115683e-05 0.00041787242534329836 -0.00044059150450556048 -2.3858042965534191e-05
leaf_weight=66 55 64 50 103 61 47 79 48 46 71 49 48 94 179 764 87 55 1771
leaf_count=66 55 64 50 103 61 47 79 48 46 71 49 48 94 179 764 87 55 1771
internal_value=0 1.18679e-05 0.000310861 1.91221e-06 8.48232e-05 0.00049092 0.000155045 0.000391225 -3.17426e-05 -4.16641e-05 -0.000216896 -5.70705e-06 -4.60682e-05 5.98087e-05 1.03912e-06 2.84084e-05 -2.3491e-05 -3.68586e-05
internal_weight=0 3682 116 3566 1235 277 230 151 958 2331 393 1938 322 273 897 851 1890 1826
internal_count=3737 3682 116 3566 1235 277 230 151 958 2331 393 1938 322 273 897 851 1890 1826
is_linear=0
shrinkage=0.0995203


Tree=7769
num_leaves=31
num_cat=0
split_feature=10 6 6 3 2 8 0 9 7 9 8 9 9 9 1 9 9 8 9 9 5 6 2 3 9 0 9 0 1 3
split_gain=0.024631 0.0020213 0.00575736 0.0151455 0.00308172 0.00221825 0.00201531 0.0014041 0.00433139 0.00211117 0.00094781 0.00133324 0.00504852 0.0013533 0.00127817 0.00120471 0.00158559 0.00308197 0.00267887 0.00165413 0.00136528 0.00171012 0.00141058 0.00134117 0.00108432 0.0011742 0.00115972 0.00101307 0.000846822 0.000346773
threshold=0.096215000000000023 -0.087954999999999992 -0.092434999999999989 0.088845000000000021 0.09556000000000002 -0.36115499999999995 -0.090699999999999989 0.11351500000000002 0.058975000000000007 0.097990000000000022 -0.084554999999999991 0.085335000000000022 0.084595000000000017 0.084290000000000018 -0.01538 0.086155000000000023 0.087825000000000028 -0.082014999999999991 0.088510000000000019 0.08938500000000002 -0.50992999999999988 0.10384500000000003 -0.089054999999999995 0.087825000000000028 0.088325000000000028 -0.083885000000000001 0.087495000000000031 -0.085605000000000001 -0.076894999999999991 0.090905000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -5 8 9 -1 11 12 13 14 -3 20 17 -17 -18 -20 -12 22 -22 -19 26 29 27 -13 -27 -26
right_child=-2 10 3 6 5 -7 -8 -9 -10 -11 15 24 -14 -15 -16 16 18 23 19 -21 21 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-2.4285331589376246e-05 0.0021570630795217801 -0.0002808497184165288 0.002001795231426452 -0.00053758663949711515 4.9344049046956391e-05 0.00078821121902867999 0.00038650188546157757 -0.00050700091938403371 0.00091499369454680062 -0.00068150647784417278 -0.00037530455980772494 0.00027254408840878328 -0.00093401333573703066 0.00041482201029065366 9.456966053529574e-05 0.00018383940447909953 0.00065341030279866949 -0.0010743082058673236 -0.00048615326340889308 0 0.00062864913415269221 -0.0003232863900126018 0.00016276339960926689 -0.00029511129641452024 -0.00059479835334922781 0.00034021017703965824 0.0005632656859162142 -0.00030948389638636188 -0.00021889244789487529 -0.00017407209939371344
leaf_weight=501 54 244 56 46 84 82 47 63 46 54 47 70 82 48 138 65 59 48 75 949 80 58 384 47 46 60 60 51 47 46
leaf_count=501 54 244 56 46 84 82 47 63 46 54 47 70 82 48 138 65 59 48 75 949 80 58 384 47 46 60 60 51 47 46
internal_value=0 1.57306e-05 0.000138402 0.000708303 3.51084e-05 0.000419258 -6.17718e-05 -5.96962e-05 -1.14452e-05 -8.97062e-05 -2.83807e-05 -0.000112452 -0.000217453 -7.89023e-05 -0.000143084 1.25537e-05 -4.18492e-05 -0.000334297 6.00516e-07 -3.62131e-05 0.000132837 0.000180158 0.000244853 -0.000697428 2.68677e-05 -0.000130965 0.000204919 2.0461e-05 8.69723e-05 -0.000393334
internal_weight=0 3683 979 149 830 166 93 664 601 555 2704 892 512 430 382 1812 1243 160 1083 1024 569 522 464 95 380 199 181 121 107 92
internal_count=3737 3683 979 149 830 166 93 664 601 555 2704 892 512 430 382 1812 1243 160 1083 1024 569 522 464 95 380 199 181 121 107 92
is_linear=0
shrinkage=0.0995203


Tree=7770
num_leaves=17
num_cat=0
split_feature=22 17 26 9 4 4 4 4 5 5 4 18 20 5 5 9
split_gain=0.0323417 0.00123751 0.00235228 0.00164395 0.000998726 0.00159645 0.00212065 0.00211835 0.00152622 0.0106437 0.00216499 0.00146902 0.00118598 0.00105856 0.00100477 0.000367511
threshold=0.13160500000000006 0.42451000000000011 0.096535000000000024 0.093335000000000015 0.14068000000000006 0.10386500000000003 0.10662500000000001 0.10845500000000002 -0.16183 -0.27157999999999999 0.10022000000000002 -0.057764999999999997 0.10634000000000003 -0.5087799999999999 -0.45822499999999994 0.088035000000000016
decision_type=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 -8 9 13 12 -9 -10 -1 -6 -3
right_child=-2 2 -4 -5 14 6 7 11 10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.00032326206761466679 0.0024377014114087617 -3.3036396009224219e-05 -0.00070311648671773366 0.00042121814358072403 0.00065126240873440917 -0.00067392218333732544 0.00051096708686176927 0.00033400656176307266 -7.1467368118317765e-06 0.0014851861337537781 0.00061823111661617289 -0.00022915826015302895 0.00046005669000188742 0.00013780310434060946 5.7872185676791018e-05 -0.00042118349352629578
leaf_weight=89 55 52 69 57 49 67 54 52 2447 56 58 339 55 108 75 55
leaf_count=89 55 52 69 57 49 67 54 52 2447 56 58 339 55 108 75 55
internal_value=0 6.18165e-06 -0.000215482 -5.32654e-06 2.13937e-05 1.07961e-05 -0.000150504 -6.9858e-05 4.04458e-05 0.000273845 1.70596e-05 -0.000152168 2.79634e-06 -6.63399e-05 0.000298959 -0.000240202
internal_weight=0 3682 233 164 3449 3325 512 445 2813 253 2560 391 2502 197 124 107
internal_count=3737 3682 233 164 3449 3325 512 445 2813 253 2560 391 2502 197 124 107
is_linear=0
shrinkage=0.0995203


Tree=7771
num_leaves=15
num_cat=0
split_feature=22 10 17 26 8 8 0 0 20 8 26 11 11 5
split_gain=0.026569 0.00122294 0.00106684 0.00188925 0.00132077 0.00122428 0.00114859 0.0119549 0.00126538 0.00201192 0.00191908 0.00109882 0.00127565 0.00101401
threshold=0.13264000000000004 0.090150000000000022 0.42451000000000011 0.096535000000000024 -0.083674999999999986 -0.076704999999999995 -0.095649999999999999 -0.097180000000000002 -0.012970000000000001 -0.012839999999999999 -0.01278 -0.37506 -0.08577499999999999 0.63455500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -6 7 8 10 -10 -1 -8 -13 -14
right_child=-2 -3 3 -5 5 -7 11 -9 9 -11 -12 12 13 -15
leaf_value=0.00029052525084972394 0.0023644184041981342 -0.00036973092465105014 -0.00045245008136362528 -0.00063542832904632171 0.0004727814223318362 -0.00016849136130117935 0.00044238278218757215 0.0016413037986882167 -3.4315704145648193e-06 0.00047202339698855874 -0.00022191172557810558 -0.00043971993870567486 -8.6177769223925437e-06 0.00045334062971587747
leaf_weight=96 48 83 47 67 63 53 54 49 241 136 285 67 2400 48
leaf_count=96 48 83 47 67 63 53 54 49 241 136 285 67 2400 48
internal_value=0 7.54015e-06 1.64509e-05 -0.000190445 -2.51517e-06 0.000172729 3.07888e-05 0.000134371 3.58775e-05 0.000165914 -9.06451e-05 -1.431e-06 -1.12857e-05 1.05834e-07
internal_weight=0 3689 3606 230 163 116 3376 807 758 377 381 2569 2515 2448
internal_count=3737 3689 3606 230 163 116 3376 807 758 377 381 2569 2515 2448
is_linear=0
shrinkage=0.0995203


Tree=7772
num_leaves=14
num_cat=0
split_feature=19 22 11 26 26 18 0 2 10 5 26 17 21
split_gain=0.0111291 0.008312 0.00306859 0.00237913 0.00690963 0.00916798 0.00214401 0.00136708 0.00120159 0.00156943 0.00165412 0.00155019 0.00115538
threshold=0.14061500000000002 0.13160500000000006 -0.37506 0.087625000000000022 0.088685000000000028 -0.047715 -0.087184999999999999 0.0040650000000000018 0.090150000000000022 -0.0083599999999999994 0.084685000000000024 -0.0046399999999999992 0.098250000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -5 -7 12 9 10 -4 -11 -6
right_child=-2 -3 3 4 7 6 -8 -9 -10 11 -12 -13 -14
leaf_value=0.00069686411510627331 0.0015162328123167158 -0.0012965102882777897 -6.3497491944640018e-05 0.0018676410692077022 -1.0513590021800365e-05 0.00077378831667949326 -5.0341811698732199e-05 -0.0004595477465110242 -0.00050627440289613315 -1.268803634185653e-06 -0.0003362547775696845 0.00042613627580786833 0.00023542915603303014
leaf_weight=63 48 49 915 47 1017 48 85 58 62 697 295 95 231
leaf_count=63 48 49 915 47 1017 48 85 58 62 697 295 95 231
internal_value=0 -8.92124e-06 8.31466e-06 -3.67408e-06 9.21006e-05 0.000670233 0.000240934 1.17923e-05 -7.30247e-05 -5.91985e-05 -0.000130673 4.89646e-05 3.43535e-05
internal_weight=0 3662 3613 3550 1486 180 133 1306 2064 2002 1210 792 1248
internal_count=3710 3662 3613 3550 1486 180 133 1306 2064 2002 1210 792 1248
is_linear=0
shrinkage=0.0995203


Tree=7773
num_leaves=20
num_cat=0
split_feature=22 0 21 0 5 8 0 10 21 9 21 3 2 0 9 9 9 5 3
split_gain=0.00723135 0.00319555 0.00423103 0.0039854 0.0098451 0.00292889 0.00426318 0.00148173 0.00122474 0.00205332 0.00133985 0.0010557 0.000938155 0.00543035 0.00122883 0.0020064 0.00174127 0.00152772 0.00109358
threshold=0.13160500000000006 -0.082794999999999994 -0.082669999999999993 -0.080614999999999992 0.0063000000000000009 -0.083294999999999994 -0.081674999999999984 0.090150000000000022 0.092470000000000011 0.097365000000000021 0.098000000000000018 0.14940500000000004 0.11995000000000003 -0.15468499999999999 0.083715000000000026 0.083110000000000031 0.083925000000000013 -0.011204999999999998 0.10850000000000003
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 -4 -7 8 9 -5 -10 12 14 -14 15 18 -16 -18 -1
right_child=-2 2 3 7 -6 6 -8 -9 10 -11 -12 -13 13 -15 16 -17 17 -19 -20
leaf_value=6.9697680626189097e-05 -0.0011334312153107727 0.00087079639938860982 -0.00044389739148474789 2.7614962507323731e-05 0.0016035601006706474 0.00083695345334609621 -0.00020849266816180221 -0.00049696427613859443 -0.00058162243659346262 0.00038051306793570076 -3.1700542511371463e-05 0.0003990642952180177 -0.0011344710859559485 0.00013663337443879807 -0.0006638897260662634 0.000606143732648562 -1.2607516436423351e-05 -0.00027471420858584625 -0.00036565810270095775
leaf_weight=358 54 72 62 819 57 85 69 52 52 206 308 47 52 90 54 62 841 302 68
leaf_count=358 54 72 62 819 57 85 69 52 52 206 308 47 52 90 54 62 841 302 68
internal_value=0 2.65756e-05 0.000122148 9.01469e-05 0.000438893 0.00012776 0.000363224 2.33227e-05 4.34481e-05 9.93375e-05 -0.000113408 -6.38678e-05 -7.62249e-05 -0.000323077 -5.49361e-05 7.71884e-05 -0.000109485 -8.25768e-05 0
internal_weight=0 3656 1782 1710 273 216 154 1437 1385 1025 360 1874 1827 142 1685 488 1197 1143 426
internal_count=3710 3656 1782 1710 273 216 154 1437 1385 1025 360 1874 1827 142 1685 488 1197 1143 426
is_linear=0
shrinkage=0.0995203


Tree=7774
num_leaves=15
num_cat=0
split_feature=19 22 11 26 26 8 2 17 17 9 9 18 10 20
split_gain=0.00898722 0.00548171 0.0024372 0.00181859 0.00575705 0.00990594 0.00132474 0.00125045 0.00323896 0.00210746 0.00105452 0.00119049 0.00141323 0.00132148
threshold=0.14061500000000002 0.13160500000000006 -0.37506 0.087625000000000022 0.088685000000000028 -0.082299999999999998 -0.082794999999999994 0.07134500000000002 0.052150000000000009 0.08938500000000002 0.11640000000000002 -0.14734 0.090150000000000022 -0.088774999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 6 -5 8 -6 -9 11 13 -13 -4
right_child=-2 -3 3 4 7 -7 -8 9 -10 -11 -12 12 -14 -15
leaf_value=0.00061860083915425137 0.0013615076679436976 -0.0010546820337936527 -0.00021881525017214328 0.0004319824937016654 0 0.0018315205721800916 -0.00019825900227192259 -0.00076485123606191729 0.0005985421143762051 -5.1315952515249251e-05 -0.00043423686212904183 -6.0942745771898291e-05 -0.00062210319074219942 0.00039037304888590846
leaf_weight=63 48 49 49 75 911 48 57 50 99 246 75 1779 46 115
leaf_count=63 48 49 49 75 911 48 57 50 99 246 75 1779 46 115
internal_value=0 -9.04932e-06 4.90513e-06 -5.75522e-06 7.79397e-05 0.000605617 0.000153631 4.58554e-06 5.79132e-05 -0.000174611 -6.64089e-05 -5.21275e-05 -7.55356e-05 0.000203368
internal_weight=0 3662 3613 3550 1486 180 132 1306 1010 296 2064 1989 1825 164
internal_count=3710 3662 3613 3550 1486 180 132 1306 1010 296 2064 1989 1825 164
is_linear=0
shrinkage=0.0995203


Tree=7775
num_leaves=12
num_cat=0
split_feature=22 17 26 4 36 26 26 26 8 17 21
split_gain=0.00494933 0.00334487 0.011815 0.0022464 0.00128595 0.00113657 0.00296527 0.00252019 0.00814487 0.00186953 0.0012443
threshold=0.13160500000000006 0.51544000000000012 0.089545000000000027 0.14903500000000006 0.089700000000000016 0.086365000000000011 0.085855000000000029 0.089625000000000024 -0.081915000000000002 0.07134500000000002 0.085470000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 10 8 -7 -9 -1
right_child=-2 2 -4 -5 -6 7 -8 9 -10 -11 -12
leaf_value=3.8350834561255495e-05 -0.00093793421498743201 -0.00023654927905594002 0.0017920733413242628 0.00056645473609676024 -0.00045612758172266929 0 -0.0006756215512092762 4.7220413850600902e-05 0.00090453544740355066 -0.00025952384653901467 -0.00013769565374469105
leaf_weight=1062 54 73 46 69 62 360 73 891 136 252 632
leaf_count=1062 54 73 46 69 62 360 73 891 136 252 632
internal_value=0 2.17225e-05 0.000540745 4.02888e-06 -6.92521e-06 1.01136e-06 -5.41118e-05 6.09389e-05 0.000248398 -1.9692e-05 -2.68456e-05
internal_weight=0 3656 119 3537 3468 3406 1767 1639 496 1143 1694
internal_count=3710 3656 119 3537 3468 3406 1767 1639 496 1143 1694
is_linear=0
shrinkage=0.0995203


Tree=7776
num_leaves=19
num_cat=0
split_feature=6 6 6 3 3 3 26 1 17 2 1 0 6 3 5 5 20 3
split_gain=0.00383614 0.00836769 0.00301842 0.00196872 0.01669 0.0240775 0.0284847 0.00385934 0.0015646 0.00155358 0.00172484 0.00152974 0.00143659 0.00232749 0.00127927 0.00159344 0.00124579 0.00050357
threshold=0.11642500000000001 0.12080000000000003 -0.48214499999999999 0.087515000000000023 0.08895500000000002 0.088745000000000032 0.083705000000000016 -0.0088199999999999997 -0.55754499999999996 -0.068279999999999993 -0.049499999999999995 -0.233955 0.090710000000000027 0.08708500000000001 0.066275000000000014 0.0016150000000000003 -0.058504999999999995 0.08400500000000001
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 12 5 6 -5 -8 -6 -3 -11 -10 13 14 15 -4 -13 -16
right_child=1 9 3 4 8 -7 7 -9 11 10 -12 16 -14 -15 17 -17 -18 -19
leaf_value=0.00048678989651332056 0.0013962957460446524 -0.00032245338866117323 1.2450278207015679e-05 -0.0026062612090833942 0.00039362975386794295 -0.0029183330780461663 0.00025910921417867224 -0.00066972229731180656 0.00042989133509432773 -6.1066358715854344e-05 0.00068014149903597085 3.1591187122508043e-05 -0.00040412070862926838 0.00058581344993219439 0.00010483448676440487 -0.0004656960912515594 -0.00013469356599044705 0.00059691331766386019
leaf_weight=91 56 79 726 50 80 46 169 60 62 73 52 713 73 75 46 76 1163 46
leaf_count=91 56 79 726 50 80 46 169 60 62 73 52 713 73 75 46 76 1163 46
internal_value=0 0.000318499 -7.73869e-05 -9.27957e-05 -0.000143454 -0.000805443 -0.000454147 1.21724e-05 -3.64344e-05 1.86199e-05 0.000240727 -5.46097e-05 2.03265e-05 5.31473e-05 7.54478e-06 -3.18396e-05 -7.10584e-05 0.000359772
internal_weight=0 260 3476 3385 2343 325 279 229 2018 204 125 1938 1042 969 894 802 1876 92
internal_count=3736 260 3476 3385 2343 325 279 229 2018 204 125 1938 1042 969 894 802 1876 92
is_linear=0
shrinkage=0.0995203


Tree=7777
num_leaves=29
num_cat=0
split_feature=8 8 6 6 5 5 26 11 1 6 3 0 20 10 0 2 20 5 3 5 5 2 4 6 5 5 8 3
split_gain=0.00327957 0.00888724 0.00371204 0.00983526 0.00360499 0.00734869 0.00779384 0.00324808 0.00299124 0.0142433 0.0169045 0.00284175 0.00241117 0.00181559 0.00175288 0.00168975 0.00290011 0.00128769 0.00316046 0.00126222 0.0025205 0.00168364 0.00148593 0.00181826 0.00063979 0.000637354 0.000845327 0.000935592
threshold=-0.080724999999999991 -0.081234999999999988 0.11596500000000003 0.12080000000000003 -0.014374999999999999 -0.020074999999999999 0.08494500000000002 -0.088499999999999981 -0.010395 0.079640000000000016 0.090595000000000023 -0.082224999999999993 -0.24910499999999999 0.09056500000000002 -0.055729999999999995 -0.086254999999999984 -0.085204999999999989 -0.010424999999999999 0.084550000000000028 -0.0047599999999999995 -0.013384999999999999 -0.076524999999999996 0.10386500000000003 0.093595000000000025 -0.0091849999999999987 -0.0083599999999999994 -0.082094999999999987 0.089095000000000021
decision_type=2 2 2 2 2 2 2 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 5 8 -7 -2 9 10 -1 -11 -5 19 -14 -10 -17 18 -6 20 21 -9 23 -21 -22 -19 27 -27
right_child=2 -3 3 12 17 6 -8 13 15 11 -12 -13 14 -15 -16 16 -18 25 -20 22 24 -23 -24 -25 -26 26 -28 -29
leaf_value=-0.0027751962371889466 0.00081359833563182649 -0.0014124224912990359 0.0016759544726758799 0.00057857454433205187 0.0009709864298045824 -0.00018924525608136203 -0.0019870621901975291 -0.00019588016660397305 0.00045293273913508698 0.00014396749812493082 -0.00010065027938829694 -0.00057013592889457079 -0.00068069963441552445 0.00058358990983265824 0.00014830963925955637 -0.0006961701313113744 4.5330357403933124e-05 -0.00023250747100277976 -8.1707374437113093e-05 -2.604295388169201e-05 0.0007708113962332316 9.4342358026120807e-05 -0.00059434549117140946 -0.00050313930418709012 0.00025864750741385028 0.0001603509947267208 0.00045369819487894652 -0.00012639074875957129
leaf_weight=46 47 53 49 56 50 52 46 341 77 247 49 71 47 47 52 60 395 89 62 562 46 469 66 93 66 220 48 230
leaf_count=46 47 53 49 56 50 52 46 341 77 247 49 71 47 47 52 60 395 89 62 562 46 469 66 93 66 220 48 230
internal_value=0 -0.000141663 4.47558e-05 0.000446372 -0.00010253 -0.000219926 -0.00104147 -1.94027e-06 -0.000133862 -0.000334938 -0.00140431 -1.28965e-05 5.23832e-05 -2.51053e-05 -0.000236992 2.06975e-05 -5.06508e-05 7.14686e-05 0.000380936 -4.30161e-05 3.34036e-05 -2.68271e-05 -0.000141875 -9.50332e-05 0.00047631 1.10274e-05 5.61945e-05 1.19749e-05
internal_weight=0 1795 1941 204 1742 1043 98 1737 945 413 95 318 155 1690 99 532 455 699 112 1643 922 810 721 655 112 587 498 450
internal_count=3736 1795 1941 204 1742 1043 98 1737 945 413 95 318 155 1690 99 532 455 699 112 1643 922 810 721 655 112 587 498 450
is_linear=0
shrinkage=0.0995203


Tree=7778
num_leaves=30
num_cat=0
split_feature=9 5 26 9 2 0 6 1 9 6 2 9 2 18 6 21 9 1 2 6 6 26 9 2 2 29 26 21 5
split_gain=0.002943 0.00385579 0.0032708 0.00244718 0.00443545 0.0081417 0.00293344 0.00601163 0.00444585 0.00292098 0.00243838 0.00462852 0.0100762 0.0034451 0.00925476 0.00818191 0.00381589 0.00378599 0.00199575 0.0013253 0.00384397 0.00171581 0.00119392 0.00086164 0.00103045 0.00124128 0.00268112 0.00129393 0.000835751
threshold=0.092150000000000024 -0.49053999999999998 -0.15514999999999998 0.094010000000000024 -0.078670000000000004 -0.070134999999999989 0.10877500000000002 -0.068094999999999989 0.094835000000000017 0.098855000000000012 -0.070354999999999987 0.081605000000000025 -0.14531999999999998 -0.080814999999999984 0.091615000000000016 -0.018669999999999996 0.09091500000000001 -0.023499999999999997 -0.041009999999999998 0.091495000000000007 0.089810000000000015 0.089625000000000024 0.08895500000000002 -0.022909999999999996 -0.01504 -0.077709999999999987 -0.01278 0.088120000000000018 -0.029944999999999996
decision_type=2 2 2 2 2 2 2 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 -4 8 -8 -5 -10 11 12 -1 14 15 -13 19 -18 -12 20 -15 -21 -17 -20 -25 27 -27 -26 -9
right_child=1 2 3 6 -6 -7 7 28 9 -11 18 13 -14 16 -16 22 17 -19 23 21 -22 -23 -24 24 25 26 -28 -29 -30
leaf_value=0 0.0008662253003399945 -0.0005433897161116804 0.0016422746483308966 -0.00098204342958548387 -0.00017198752529564554 -1.8615504071955275e-05 0.001336760458116696 0.00024622696159647237 8.0236696257966248e-05 -0.00068943215477363035 0.00064887958672013395 -0.0011106691469653875 -0.0018817700824311397 5.2686543445456953e-05 -0.001303074470379932 -1.7089651592000589e-05 -6.6407990053928586e-05 -0.0012731311746247845 -0.0004228875735153828 -4.9087041637216481e-05 -0.00073146347875509526 0.00070876510211724194 0.00048606608552652358 0.00038534834328754415 -2.5637752243808099e-05 0.00067771151912577113 -2.004373210742639e-05 -0.00066589354201226783 -0.00032030945813201731
leaf_weight=70 61 84 58 49 73 57 48 57 509 54 49 71 48 813 83 266 62 46 46 53 67 62 56 70 81 60 582 54 47
leaf_count=70 61 84 58 49 73 57 48 57 509 54 49 71 48 813 83 266 62 46 46 53 67 62 56 70 81 60 582 54 47
internal_value=0 9.64717e-05 5.03582e-05 0.000103608 0.000425524 0.000811933 2.3321e-05 0.000415427 -7.27272e-05 4.96001e-06 -9.72578e-05 -0.000168606 -0.00077116 -0.000123058 -0.00034697 -0.000142961 -2.56864e-05 -0.000587963 3.04053e-05 3.45219e-05 -6.08557e-06 0.000352376 6.78734e-05 -2.6145e-06 1.92438e-05 -1.26851e-05 4.3892e-05 -0.000287804 -1.93255e-06
internal_weight=0 1097 1036 952 188 115 764 152 612 563 2639 1697 118 1579 476 393 1103 108 942 995 880 115 322 893 847 777 642 135 104
internal_count=3736 1097 1036 952 188 115 764 152 612 563 2639 1697 118 1579 476 393 1103 108 942 995 880 115 322 893 847 777 642 135 104
is_linear=0
shrinkage=0.0995203


Tree=7779
num_leaves=33
num_cat=0
split_feature=8 8 5 5 17 6 6 0 0 1 17 20 0 0 6 6 17 18 4 21 1 5 0 0 17 0 5 1 4 9 8 1
split_gain=0.00251445 0.0070025 0.00300923 0.00548141 0.0120359 0.00291009 0.00744364 0.0026842 0.0213016 0.00244028 0.00191637 0.00190422 0.00155269 0.00144188 0.0023096 0.00137932 0.0011657 0.00214788 0.0012571 0.00220066 0.00112941 0.00193147 0.0021096 0.00295149 0.00201356 0.00193969 0.00183952 0.00133256 0.00103948 0.000647616 0.000397428 0.000315262
threshold=-0.080724999999999991 -0.081234999999999988 -0.014374999999999999 -0.020074999999999999 -0.0062099999999999994 0.11596500000000003 0.12080000000000003 -0.10806499999999999 -0.098749999999999991 0.51334500000000016 -0.55286000000000002 -0.24910499999999999 -0.082224999999999993 -0.14124499999999998 -0.082809999999999995 0.14653500000000005 -0.50029000000000001 -0.10726999999999999 0.13271500000000006 0.13765500000000006 -0.090939999999999993 -0.0078499999999999976 -0.081674999999999984 -0.075709999999999986 -0.012064999999999999 -0.086474999999999996 -0.0047599999999999995 -0.096749999999999989 0.10252500000000002 -0.087554999999999994 -0.087770000000000001 -0.15143499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -7 13 -9 10 28 -8 -10 29 -15 -13 17 -12 19 -18 27 24 26 -24 30 -26 -23 31 -2 -1 -22 -4
right_child=5 -3 20 4 -6 6 11 8 12 -11 16 15 -14 14 -16 -17 18 -19 -20 -21 21 22 23 -25 25 -27 -28 -29 -30 -31 -32 -33
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leaf_weight=46 51 53 78 52 46 49 56 48 448 55 53 46 187 64 59 53 1322 85 63 62 47 51 51 46 56 46 179 51 46 93 47 47
leaf_count=46 51 53 78 52 46 49 56 48 448 55 53 46 187 64 59 53 1322 85 63 62 47 51 51 46 56 46 179 51 46 93 47 47
internal_value=0 -0.000121324 -8.65332e-05 -0.000193828 -0.000903572 4.18946e-05 0.000397474 -0.000119359 -0.000223724 0 -2.11965e-05 5.39767e-05 -6.95872e-05 0.000149583 0.000398735 -0.000202446 -4.79379e-05 -0.000324721 -2.09754e-05 -5.91963e-07 7.23942e-05 0.000146557 0 0.000387718 0.000393592 0.000700515 -0.000165667 -0.000143336 0.000407324 -6.50013e-05 5.18391e-05 2.53411e-05
internal_weight=0 1795 1742 1043 98 1941 204 945 683 1737 1682 155 635 262 123 99 1585 138 1447 1384 699 523 327 97 196 102 230 176 97 139 94 125
internal_count=3736 1795 1742 1043 98 1941 204 945 683 1737 1682 155 635 262 123 99 1585 138 1447 1384 699 523 327 97 196 102 230 176 97 139 94 125
is_linear=0
shrinkage=0.0995203


Tree=7780
num_leaves=18
num_cat=0
split_feature=1 19 3 3 8 6 26 26 26 8 3 3 0 4 26 26 3
split_gain=0.0103592 0.00288994 0.0026954 0.0122885 0.0142779 0.00196093 0.00298708 0.00567695 0.00355441 0.00119625 0.00397058 0.00197996 0.00118888 0.00254304 0.00114996 0.00127914 0.00119599
threshold=-0.55579999999999996 -0.10411999999999999 0.089485000000000023 0.090050000000000033 -0.082014999999999991 0.11146500000000002 0.096275000000000013 0.10353500000000003 0.090385000000000021 -0.049499999999999995 0.09049500000000002 0.091225000000000014 -0.15034 0.081905000000000019 0.10393000000000002 0.093835000000000016 0.08895500000000002
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 -4 9 8 -8 -7 10 -5 -11 13 -3 15 16 -14
right_child=1 2 3 5 -6 6 7 -9 -10 11 -12 -13 14 -15 -16 -17 -18
leaf_value=0.0014125632459840651 0.00063439995998515605 -0.00011367209719206461 -0.0024667097810744752 0.00091420044450021061 0 -0.0003707759097842371 -0.0015235634388202715 -7.0060952559945747e-05 0.00059070009121162733 -0.00069170676645476375 -1.1322028502208034e-05 -8.5166984867660452e-05 -2.0927458786568602e-06 0.00084951471090345351 0.0004037070020607814 -0.0005093411233704552 0.00044569662720770497
leaf_weight=49 61 52 47 48 47 118 49 61 56 59 1025 626 1183 54 74 47 62
leaf_count=49 61 52 47 48 47 118 49 61 56 59 1025 626 1183 54 74 47 62
internal_value=0 -4.3806e-05 -5.54993e-05 -0.000127012 -0.00124014 -7.53699e-05 -0.000318378 -0.000724973 -5.66305e-05 -3.56469e-05 2.93178e-05 -0.000138604 4.77154e-05 0.000369285 2.21626e-05 0 1.95493e-05
internal_weight=0 3669 3608 2136 94 2042 284 110 174 1758 1073 685 1472 106 1366 1292 1245
internal_count=3718 3669 3608 2136 94 2042 284 110 174 1758 1073 685 1472 106 1366 1292 1245
is_linear=0
shrinkage=0.0995203


Tree=7781
num_leaves=16
num_cat=0
split_feature=1 2 2 19 7 2 26 26 2 23 26 8 4 0 7
split_gain=0.00840132 0.00235855 0.0129324 0.00218314 0.00141255 0.00149162 0.0012002 0.00201199 0.00124889 0.00107087 0.00103217 0.000711487 0.00105412 0.00171171 0.00026868
threshold=-0.55579999999999996 -0.11700999999999999 -0.14091999999999996 -0.10411999999999999 -0.075879999999999989 -0.084114999999999981 0.084495000000000028 0.086215000000000028 -0.086304999999999993 -1.0000000180025095e-35 -0.22971 0.10528000000000003 0.10739000000000003 0.12084000000000002 0.078400000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 -3 -5 6 8 -8 -6 -7 -11 12 13 14 -2
right_child=1 3 -4 4 5 9 7 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=0.001271984684052592 -0.00017464690341944465 0.00060203356120689831 -0.0017676450274731205 0.00044143013395956423 3.1668862841928564e-05 -0.00043763110898125231 0.0004856476858653275 4.3834597865994336e-05 -0.00045505513918834309 0.00037527319935504801 -7.0976154876560544e-05 0.00025003821774010644 0.00024496093446404451 -0.0006908269418403741 0.00012634664275108293
leaf_weight=49 58 56 50 63 254 78 150 335 65 52 2270 66 57 57 58
leaf_count=49 58 56 50 63 254 78 150 335 65 52 2270 66 57 57 58
internal_value=0 -3.95304e-05 -0.000286928 -1.35243e-05 -2.43262e-05 -3.37399e-05 8.31041e-05 0.000182166 -6.49407e-05 -7.32237e-05 -6.06301e-05 -3.40406e-05 -0.000119118 -0.000243807 -1.7093e-05
internal_weight=0 3669 346 3323 3267 3204 804 485 319 2400 2322 296 230 173 116
internal_count=3718 3669 346 3323 3267 3204 804 485 319 2400 2322 296 230 173 116
is_linear=0
shrinkage=0.0995203


Tree=7782
num_leaves=17
num_cat=0
split_feature=17 2 2 6 8 26 26 3 22 19 7 23 7 10 9 2
split_gain=0.00705013 0.00205759 0.0103412 0.00189804 0.00262575 0.00383899 0.00424179 0.00234499 0.00141085 0.00133566 0.00103791 0.0012532 0.00054904 0.000885479 0.00181628 0.000349514
threshold=-0.57205499999999987 -0.11700999999999999 -0.14091999999999996 0.11146500000000002 -0.045194999999999999 0.096275000000000013 0.09032500000000003 0.10850000000000003 0.13118500000000005 -0.10411999999999999 -0.075879999999999989 -1.0000000180025095e-35 0.058975000000000007 0.09056500000000002 0.09518500000000002 -0.16935999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 8 5 6 -5 -6 9 -3 -11 -12 13 14 15 -2
right_child=1 3 -4 4 7 -7 -8 -9 -10 10 11 -13 -14 -15 -16 -17
leaf_value=0.0011418380169897068 0.00016469203600603054 0.00052508922614264309 -0.0015917285481206109 -0.00073138323945831857 0.00055989482056558414 -0.0010072404624457082 0.00050855199592600203 -0.00037766882830279159 -0.00052935725537334535 0.00042049780398913653 -0.0003788208665254905 1.3535372445115799e-05 0.00018537788812919386 0.00023440503348784829 -0.00072346507690253085 -0.00019146254851316527
leaf_weight=51 56 51 50 53 59 79 56 47 47 60 83 2794 77 50 52 53
leaf_count=51 56 51 50 53 59 79 56 47 47 60 83 2794 77 50 52 53
internal_value=0 -3.61021e-05 -0.000270173 -1.20905e-05 -0.00025365 -0.00047796 -8.6842e-05 0.00013646 1.10396e-05 1.98138e-05 1.07612e-05 1.93154e-06 -3.78936e-05 -0.000123252 -0.00023941 -9.73725e-07
internal_weight=0 3667 338 3329 294 188 109 106 3035 2988 2937 2877 288 211 161 109
internal_count=3718 3667 338 3329 294 188 109 106 3035 2988 2937 2877 288 211 161 109
is_linear=0
shrinkage=0.0995203


Tree=7783
num_leaves=23
num_cat=0
split_feature=1 2 2 6 1 1 3 18 2 3 18 3 20 21 20 4 4 9 4 18 4 1
split_gain=0.00650506 0.00162069 0.00842208 0.00151559 0.00256413 0.00388886 0.00249344 0.000971035 0.00263697 0.00147062 0.00124377 0.0019053 0.0011999 0.000884284 0.00106245 0.00101441 0.000866731 0.00061025 0.00106914 0.000666166 0.000751823 0.000509943
threshold=-0.55579999999999996 -0.11700999999999999 -0.14091999999999996 0.11146500000000002 -0.047239999999999997 -0.06551499999999999 0.096595000000000028 -0.090899999999999995 -0.095204999999999998 0.08920500000000002 -0.087989999999999985 0.087515000000000023 -0.0071449999999999994 0.12208500000000003 0.11522000000000003 0.11208500000000003 0.081905000000000019 0.098465000000000011 0.10606500000000003 -0.098315 0.079225000000000018 0.0065600000000000007
decision_type=2 2 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 7 5 6 -5 8 -3 16 11 -9 -11 14 -12 -15 -10 18 19 -2 -21 -6
right_child=1 3 -4 4 21 -7 -8 10 9 12 13 -13 -14 15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.0011208951308255772 0.00031238150006004847 0.00068590633770943845 -0.001433319488038943 -0.00056644425976767779 0.00043085876077277014 -0.00092134033324012905 0.00039498034125850276 8.3053291986100072e-05 0.00011119081341437614 5.2342835956053649e-05 -6.574489574399023e-07 -0.00076504673744122583 -0.00036634392190857589 -0.00063584852751382803 0.00043417246930317112 0 0.00057598711942596621 0.00020774703475120307 -0.00052935588177390575 0.00015820061662551887 -0.00033277186988967797 -1.7757201401058008e-05
leaf_weight=49 48 73 50 48 46 89 60 48 147 178 2209 54 107 46 57 55 58 75 49 51 73 48
leaf_count=49 48 73 50 48 46 89 60 48 147 178 2209 54 107 46 57 55 58 75 49 51 73 48
internal_value=0 -3.31467e-05 -0.00023825 -1.15444e-05 -0.0002286 -0.000433959 -2.47397e-05 9.01784e-06 0.000127139 4.22228e-05 -1.75854e-05 -0.000357915 -0.000101976 -2.57384e-06 9.91921e-06 -0.000290968 0.000246688 -3.36148e-05 -0.000119229 0 -0.000124238 0.00019307
internal_weight=0 3669 346 3323 291 197 108 3032 563 490 2469 102 285 2367 2266 101 205 296 221 172 124 94
internal_count=3718 3669 346 3323 291 197 108 3032 563 490 2469 102 285 2367 2266 101 205 296 221 172 124 94
is_linear=0
shrinkage=0.0995203


Tree=7784
num_leaves=8
num_cat=0
split_feature=4 17 0 19 19 1 0
split_gain=0.00521415 0.00198934 0.00121374 0.000882551 0.00080471 0.000678317 0.000989227
threshold=0.15730000000000002 -0.5696199999999999 -0.26289499999999993 -0.17233499999999999 0.14023500000000003 -0.52333999999999992 -0.027364999999999997
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7
right_child=-2 2 3 4 -6 6 -8
leaf_value=-0.00057108013397403723 -0.0010673373895930354 -0.00050488083283676405 -0.0004239464063033296 -0.00029927045936154275 -0.0003857887060702669 4.7328269929745304e-06 0.00018859107199443783
leaf_weight=62 47 47 47 66 50 3103 321
leaf_count=62 47 47 47 66 50 3103 321
internal_value=0 -1.20446e-05 -2.28155e-06 4.07573e-06 9.98976e-06 1.58945e-05 2.22086e-05
internal_weight=0 3696 3634 3587 3540 3490 3424
internal_count=3743 3696 3634 3587 3540 3490 3424
is_linear=0
shrinkage=0.0995203


Tree=7785
num_leaves=11
num_cat=0
split_feature=26 17 0 5 2 4 0 10 21 21
split_gain=0.00566058 0.00162892 0.000994631 0.000880566 0.000862006 0.00139174 0.00413219 0.00192628 0.00103137 0.00161039
threshold=0.5128250000000002 -0.5696199999999999 -0.26289499999999993 0.62720500000000012 -0.084114999999999981 0.10353000000000002 -0.061654999999999995 0.084475000000000022 -0.08861999999999999 -0.072824999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -4 -6 -10
right_child=-2 2 3 -5 8 6 -8 -9 9 -11
leaf_value=-0.00051424618082350449 -0.0010644743519678634 -0.00045463499582230503 8.6181199479728465e-05 -0.00030433703159130565 0.00038477410309099321 -0.00016058708504911373 0.001134438146674896 -0.00053497609965260252 -0.00044956828450799102 -1.2647723414504818e-05
leaf_weight=62 51 47 922 88 61 50 46 52 87 2277
leaf_count=62 51 47 922 88 61 50 46 52 87 2277
internal_value=0 -8.43274e-06 0 6.1729e-06 1.42254e-05 8.87631e-05 0.000451419 5.21783e-05 -1.83258e-05 -2.90736e-05
internal_weight=0 3692 3630 3583 3495 1070 96 974 2425 2364
internal_count=3743 3692 3630 3583 3495 1070 96 974 2425 2364
is_linear=0
shrinkage=0.0995203


Tree=7786
num_leaves=11
num_cat=0
split_feature=29 5 2 0 5 11 0 17 6 21
split_gain=0.00501315 0.0013887 0.00300257 0.000821747 0.000886567 0.000683135 0.00175115 0.000710705 0.00145004 0.000628279
threshold=0.12737000000000004 0.51935500000000012 -0.096664999999999987 -0.26289499999999993 -0.53715999999999997 -0.08577499999999999 -0.057604999999999996 0.51734000000000024 -0.049005 -0.091869999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6 9 -9 -7
right_child=-2 2 -4 4 5 7 -8 8 -10 -11
leaf_value=-0.00040938965355236454 -0.0010423132435124478 7.7919980588429829e-05 -0.00089467047494276033 0.00032690112119031965 8.2788828717664798e-05 0.00030496430870848896 -0.00059661429805896865 0.00015567832467376443 -0.0005587409387793719 1.2704319530520726e-05
leaf_weight=47 47 72 54 85 85 75 65 49 62 3102
leaf_count=47 47 72 54 85 85 75 65 49 62 3102
internal_value=0 -7.62347e-06 -0.000332408 3.6102e-06 9.35236e-06 1.26328e-06 -0.000206162 1.09751e-05 -0.000235992 1.98614e-05
internal_weight=0 3696 126 3570 3523 3438 150 3288 111 3177
internal_count=3743 3696 126 3570 3523 3438 150 3288 111 3177
is_linear=0
shrinkage=0.0995203


Tree=7787
num_leaves=13
num_cat=0
split_feature=26 20 20 1 26 21 26 11 10 4 0 4
split_gain=0.00458757 0.00107443 0.00156405 0.00167689 0.00114738 0.000803743 0.00113816 0.00320136 0.000842119 0.00148902 0.000771556 0.000594081
threshold=0.5128250000000002 -0.09280999999999999 -0.097769999999999996 -0.063809999999999992 -0.14678499999999997 0.15372000000000005 -0.2382 -0.37931999999999999 0.090150000000000022 0.10495500000000003 -0.087614999999999985 0.084960000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -3 -8 9 -9 11 -6
right_child=-2 5 -4 4 10 -7 7 8 -10 -11 -12 -13
leaf_value=-0.00049350056469422716 -0.00095624249448904286 0.00046765947130950628 -0.00066427076118284072 0.00047790151784557261 0.00038288520658889325 -0.00037545466689027743 -0.00079571373713498259 2.3538675991985034e-06 -0.0003452620485020536 0.00020178760504848517 -0.00028101374305434981 -9.2542201670509688e-05
leaf_weight=74 51 55 54 49 47 52 48 2680 60 432 87 54
leaf_count=74 51 55 54 49 47 52 48 2680 60 432 87 54
internal_value=0 -5.54518e-06 -0.000167784 -7.89445e-05 4.70409e-05 1.20077e-05 1.84097e-05 1.0482e-05 2.29397e-05 3.03018e-05 -6.09035e-05 0.000120591
internal_weight=0 3692 365 311 237 3327 3275 3220 3172 3112 188 101
internal_count=3743 3692 365 311 237 3327 3275 3220 3172 3112 188 101
is_linear=0
shrinkage=0.0995203


Tree=7788
num_leaves=27
num_cat=0
split_feature=0 0 10 7 17 17 0 17 17 17 17 26 26 6 1 26 6 26 1 6 17 17 0 0 2 21
split_gain=0.00325828 0.019618 0.00322163 0.00312259 0.00124469 0.0144887 0.00222782 0.00113301 0.00259853 0.00177995 0.0017599 0.000773167 0.00171329 0.000920817 0.000756318 0.000764492 0.00450664 0.00123207 0.00338219 0.00167265 0.000760334 0.00272705 0.00098326 0.000885584 0.00279933 0.00111945
threshold=-0.100285 -0.10287 0.090150000000000022 -0.074779999999999999 -0.15802999999999998 -0.17921000000000001 0.12387500000000003 -0.095109999999999986 -0.081244999999999998 -0.065004999999999993 -0.0094900000000000002 0.094305000000000014 0.097125000000000031 0.10384500000000003 -0.0084199999999999987 0.11861500000000001 0.096435000000000021 0.096980000000000025 -0.082489999999999994 0.11884000000000002 0.077740000000000017 0.16421000000000005 -0.083995 -0.094389999999999988 -0.070724999999999996 0.088880000000000028
decision_type=2 2 2 2 2 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 5 6 11 -5 -9 -10 -11 13 -13 -2 15 17 -17 19 -19 -6 23 -22 -23 24 -16 -25
right_child=2 -3 -4 7 14 -7 -8 8 9 10 -12 12 -14 -15 20 16 -18 18 -20 -21 21 22 -24 25 -26 -27
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leaf_weight=50 334 52 60 88 1216 48 53 46 49 46 442 50 87 57 54 52 55 59 172 49 46 70 54 293 47 119
leaf_count=50 334 52 60 88 1216 48 53 46 49 46 442 50 87 57 54 52 55 59 172 49 46 70 54 293 47 119
internal_value=0 0.000184351 -4.49727e-05 4.85446e-05 -2.98224e-05 -0.000153832 -1.51222e-05 -6.78252e-06 4.22133e-05 -1.77925e-05 3.80474e-05 -7.82375e-05 0.000121937 -0.000150469 3.94107e-06 4.16477e-05 0.000299268 2.26744e-05 -0.000187803 6.17566e-05 -8.33578e-05 -0.000266198 -1.66756e-05 -2.11716e-05 -0.000286317 4.18408e-05
internal_weight=0 773 2975 721 2915 629 581 671 583 537 488 528 137 391 2286 1603 107 1496 231 1265 683 170 124 513 101 412
internal_count=3748 773 2975 721 2915 629 581 671 583 537 488 528 137 391 2286 1603 107 1496 231 1265 683 170 124 513 101 412
is_linear=0
shrinkage=0.0995203


Tree=7789
num_leaves=23
num_cat=0
split_feature=8 8 10 2 2 9 29 3 3 2 9 9 3 26 6 8 20 9 9 3 0 3
split_gain=0.00326226 0.0119017 0.0036286 0.00134009 0.00841941 0.00169932 0.00408587 0.00295437 0.001913 0.00126047 0.00119265 0.00198339 0.00196854 0.000999516 0.000958916 0.00228235 0.000920247 0.00071081 0.000707201 0.00168916 0.00114118 0.000914634
threshold=-0.10337499999999999 -0.11257499999999999 0.090150000000000022 -0.087614999999999985 -0.089054999999999995 0.11351500000000002 0.093650000000000025 0.13977500000000004 0.14166500000000004 -0.086050000000000001 0.095415000000000014 0.099610000000000018 0.10457000000000002 0.089005000000000015 0.092120000000000021 -0.15010999999999999 -0.057024999999999999 0.13087500000000005 -0.042790000000000002 0.11896500000000003 -0.14028499999999997 0.13345500000000002
decision_type=2 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 3 4 10 6 8 16 9 -5 12 -12 13 -2 15 18 -7 -18 21 20 -20 -1
right_child=2 -3 -4 5 -6 7 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23
leaf_value=0.00047369105404526651 0.00014335001001716864 0.0015966634586379073 -0.00081326118172171593 0.00026663284753207782 -0.0010463124674469167 0.00032147490965682738 0.00088991574523748253 -0.00091380932824987229 -0.00052650776134958337 6.1272356753796108e-06 0.00073616871253001073 -6.1409461973125899e-05 -0.00057911188700095488 -0.00027822273402344609 -0.0003603765529937635 0.00068686439478557904 -0.00044906769982674038 6.5672097682822854e-05 0.00046484016943952171 -0.00055216917778843136 -0.00015023834886959504 -7.272201804827205e-05
leaf_weight=59 205 57 58 202 89 47 54 52 63 2150 53 70 65 76 47 58 56 46 49 60 74 58
leaf_count=59 205 57 58 202 89 47 54 52 63 2150 53 70 65 76 47 58 56 46 49 60 74 58
internal_value=0 0.000249677 -3.27419e-05 -1.84641e-05 -0.000158822 1.05625e-05 3.35105e-05 -0.000267249 1.40221e-05 2.88487e-05 7.84771e-06 0.000275607 -8.49725e-05 2.6417e-05 5.80802e-05 0.000115304 -3.61094e-05 -0.000208904 2.07343e-06 -0.000117326 8.81375e-05 0.000195823
internal_weight=0 462 3286 3228 558 2670 2469 201 2415 2352 469 123 346 281 405 358 149 102 300 183 123 117
internal_count=3748 462 3286 3228 558 2670 2469 201 2415 2352 469 123 346 281 405 358 149 102 300 183 123 117
is_linear=0
shrinkage=0.0995203


Tree=7790
num_leaves=21
num_cat=0
split_feature=8 8 10 25 3 3 6 9 4 4 3 1 29 1 6 8 4 3 8 6
split_gain=0.00264161 0.00965264 0.00294203 0.00123281 0.00115299 0.00733215 0.00150824 0.00182285 0.00118944 0.00357168 0.00155622 0.00154079 0.0010041 0.00158633 0.000777558 0.00185233 0.000686072 0.00183058 0.0014204 0.000636675
threshold=-0.10337499999999999 -0.11257499999999999 0.090150000000000022 1.0000000180025095e-35 0.085625000000000021 0.085295000000000024 0.088055000000000022 0.083925000000000013 0.11394500000000003 0.10495500000000003 0.11061500000000002 -0.50597999999999999 -0.078159999999999993 0.41379000000000005 0.092120000000000021 -0.15010999999999999 0.11541000000000003 0.13345500000000002 -0.42441999999999996 -0.242115
decision_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 6 7 -2 9 11 -11 -6 -10 -14 15 16 18 -18 -1 -19
right_child=2 -3 -4 -5 8 -7 -8 -9 12 10 -12 -13 13 -15 -16 -17 17 19 -20 -21
leaf_value=-0.00058469886454135748 0.00010303291592889317 0.0014377634072756632 -0.00073232530075209134 0.00043338115901976675 -0.00049858532024177999 -0.0012030186195012749 0.00039201624729252659 -0.00028321621673023362 8.8171951532384996e-05 0.00019784366545043543 0.00097672803027231379 8.2158726115364279e-06 -7.9396597391319433e-06 -0.00081676417242968293 -0.00032451180308238898 0.00061850746941392724 0.00053372812748281068 0.00010863758636421295 7.4584113467887988e-05 -0.00039978471624355658
leaf_weight=50 228 57 58 59 61 59 71 253 49 56 52 2239 47 54 47 58 69 47 87 47
leaf_count=50 228 57 58 59 61 59 71 253 49 56 52 2239 47 54 47 58 69 47 87 47
internal_value=0 0.000224653 -2.94834e-05 -1.66013e-05 -2.52374e-05 -0.000148099 -3.38619e-05 -9.84274e-05 3.78918e-06 2.10421e-05 0.000580442 -4.86946e-06 -0.00026772 -0.000448486 5.18977e-05 0.000103601 1.32396e-06 0.000141984 -0.000160055 -0.000136865
internal_weight=0 462 3286 3228 3169 611 552 481 2558 2408 108 2300 150 101 405 358 300 163 137 94
internal_count=3748 462 3286 3228 3169 611 552 481 2558 2408 108 2300 150 101 405 358 300 163 137 94
is_linear=0
shrinkage=0.0995203


Tree=7791
num_leaves=36
num_cat=0
split_feature=5 2 2 9 9 20 0 0 0 9 7 8 9 0 2 2 18 8 8 6 8 2 2 5 2 1 9 1 0 2 9 9 18 0 0
split_gain=0.00225509 0.00335949 0.0144964 0.00234361 0.00358797 0.00227134 0.00360919 0.0154444 0.00207517 0.00447405 0.00283713 0.00207454 0.00203028 0.00183442 0.00175115 0.00203222 0.00185773 0.0015608 0.00241292 0.00194225 0.00142087 0.00126757 0.00207239 0.00102082 0.000926286 0.00199236 0.00154023 0.00153073 0.00108906 0.000916248 0.00106921 0.00124835 0.000996435 0.000837704 0.00201216
threshold=0.0076350000000000012 -0.087359999999999993 -0.095204999999999998 0.095950000000000021 0.088825000000000029 -0.042414999999999994 -0.100285 -0.10806499999999999 -0.086109999999999992 0.11408000000000003 0.056805000000000015 -0.080724999999999991 0.09697500000000002 -0.233955 -0.0043799999999999993 -0.012154999999999999 0.089365000000000014 -0.08569499999999998 -0.087374999999999994 -0.10032499999999998 -0.087374999999999994 -0.084924999999999987 -0.082139999999999991 -0.010074999999999999 0.10003000000000002 -0.07002499999999999 0.10153500000000003 -0.50763499999999995 -0.021574999999999997 -0.058894999999999996 0.093335000000000015 0.089150000000000021 0.022040000000000008 -0.142265 -0.15137999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 14 7 13 17 10 12 -2 -10 -7 15 29 20 18 23 -19 -16 -3 -23 -8 25 27 -27 -24 -26 30 31 -1 -32 34 -15
right_child=1 21 -4 -5 -6 6 8 -9 9 -11 -12 -13 -14 33 16 -17 -18 19 -20 -21 -22 22 24 -25 28 26 -28 -29 -30 -31 32 -33 -34 -35 -36
leaf_value=8.4649649105549669e-07 0.000174007176690524 0.00046236010501633762 -0.001987584904668176 -0.00059810178779741636 0.00055922212284185567 0.00066944044520861096 -0.00025216097987658864 0.0020568260730765529 0.00018054604628916167 -0.00071330872887298926 0.00088101282143376067 -0.00068985663753510053 -0.00029888282668605792 0.00011628149916232178 -0.00011619907902165057 0.00062543075018793733 6.1315935600965671e-05 -5.2598721279891838e-05 0.00064853537079803962 -0.00081062538967682644 -0.00083643942020268907 -0.00056869032039183107 7.6297105800040554e-05 0.00026728706161548144 -4.3472590919830686e-05 0.00021873888041757915 -0.00025986917913866834 -0.00057554932765172364 0.00050613488840331564 -0.00041000024977122577 0.00043587561824344327 -0.00039120543789889091 -8.9360594362812275e-05 0.00029013619721444088 -0.00060842612582010435
leaf_weight=337 48 53 48 70 85 55 179 48 805 60 53 61 97 137 46 47 68 73 46 66 78 67 52 46 65 240 91 101 73 64 87 104 57 89 52
leaf_count=337 48 53 48 70 85 55 179 48 805 60 53 61 97 137 46 47 68 73 46 66 78 67 52 46 65 240 91 101 73 64 87 104 57 89 52
internal_value=0 -0.000121684 -0.000395725 -0.000103195 7.11596e-05 5.00072e-05 0.000114271 0.000386611 4.08813e-05 0.00011766 0.000170724 -0.000301929 0.000128081 0.000143401 -7.97694e-05 -5.17041e-06 -0.000345927 -0.000147195 -5.06162e-06 -0.000418415 -0.000575855 -5.3507e-06 -4.25166e-05 -0.000142324 1.28452e-05 -5.06099e-05 8.46846e-05 -0.000348656 0.00024133 -5.20994e-05 -1.1545e-05 -8.97539e-05 0.000222285 3.63832e-05 -7.87777e-05
internal_weight=0 1054 312 264 194 2694 1806 381 1425 1015 955 109 902 333 888 696 192 410 271 139 124 742 689 225 622 484 331 153 138 649 585 441 144 278 189
internal_count=3748 1054 312 264 194 2694 1806 381 1425 1015 955 109 902 333 888 696 192 410 271 139 124 742 689 225 622 484 331 153 138 649 585 441 144 278 189
is_linear=0
shrinkage=0.0995203


Tree=7792
num_leaves=24
num_cat=0
split_feature=23 21 21 17 8 21 3 3 26 8 0 2 26 17 0 1 26 5 26 26 17 26 20
split_gain=0.00108368 0.000844472 0.00139956 0.00374051 0.00107049 0.00244045 0.00162768 0.00154911 0.00397427 0.00127316 0.00159006 0.0011913 0.00116709 0.00136577 0.00114136 0.00113594 0.00109893 0.00123106 0.000931586 0.00225064 0.00113159 0.00379112 0.00106994
threshold=0.086650000000000019 0.087235000000000021 0.089350000000000027 -0.067864999999999995 -0.085764999999999994 0.083545000000000022 0.083725000000000022 0.084795000000000023 0.087045000000000025 -0.086914999999999992 -0.085894999999999985 0.10924500000000002 0.086760000000000018 -0.092649999999999996 -0.15034 -0.085574999999999998 0.087675000000000017 -0.082635 -0.2382 -0.13924499999999998 -0.53166999999999998 0.090845000000000023 -0.083495
decision_type=2 2 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 9 6 15 8 -8 12 -11 -9 13 -1 -15 -6 -14 -18 -4 -20 21 -21 -22
right_child=-2 2 18 -5 5 -7 7 11 -10 10 -12 -13 16 14 -16 -17 17 -19 19 20 22 -23 -24
leaf_value=0.00049155932402279408 -0.00039726456660890035 -0.00086275325299094564 -0.00043847639552568467 0.00026777441577749081 -0.00052664470182950981 0.00060885360925893315 0.0011437159776407039 3.237940688481141e-05 -0.00011365582129661772 -0.00080491097213732283 0 0.00042752189421513796 -0.00060644678539936421 0.0004477044975146465 -6.2476206309331777e-05 0 0.00012626770343098705 -0.0002796167110424369 0.00055561843232138249 0.0008557561114301167 -0.00037613879728152897 -0.00036361617428547774 -4.2831699724541157e-05
leaf_weight=72 69 70 53 48 76 82 46 1274 52 48 47 81 46 51 289 89 144 149 65 52 113 48 672
leaf_count=72 69 70 53 48 76 82 46 1274 52 48 47 81 46 51 289 89 144 149 65 52 113 48 672
internal_value=0 6.2765e-07 -7.11178e-05 -0.00039594 3.25386e-05 7.82684e-05 5.08724e-05 8.49278e-05 0.000468186 -5.83857e-05 -0.000401968 5.66046e-05 -1.38331e-05 9.74991e-05 1.16432e-05 -0.00024406 -0.000151554 -7.73437e-05 -3.20872e-05 -8.55328e-06 -5.09146e-05 0.000262271 -9.18538e-05
internal_weight=0 3667 1121 118 2546 1700 1618 1453 98 846 95 1355 751 412 340 165 339 293 1003 950 885 100 785
internal_count=3736 3667 1121 118 2546 1700 1618 1453 98 846 95 1355 751 412 340 165 339 293 1003 950 885 100 785
is_linear=0
shrinkage=0.0995203


Tree=7793
num_leaves=19
num_cat=0
split_feature=23 21 21 21 21 21 20 18 9 4 0 8 20 21 20 20 26 26
split_gain=0.000878625 0.000723341 0.00263183 0.00144094 0.00178298 0.00140434 0.00183316 0.000981676 0.00123533 0.00160623 0.00123659 0.00137651 0.000927163 0.00222776 0.000965692 0.00150089 0.000754913 0.00182572
threshold=0.086650000000000019 0.085470000000000018 0.083545000000000022 0.086565000000000017 0.087625000000000022 0.089350000000000027 -0.081864999999999993 -0.092864999999999989 0.083760000000000015 0.085990000000000025 -0.077945 -0.080445000000000003 -0.09280999999999999 -0.087465000000000001 -0.083404999999999993 -0.065249999999999989 -0.2382 -0.13924499999999998
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 -3 -5 6 -6 8 9 -1 11 -10 13 -9 -14 -16 -7 -18
right_child=-2 3 -4 4 5 16 -8 12 10 -11 -12 -13 14 -15 15 -17 17 -19
leaf_value=-0.0003513026088625788 -0.00035772872810808747 -0.00053044595215794564 0.00066704591374896875 0.00052044779097564159 0 -0.00039483913289061943 -0.00088171879651861341 5.2476258165398344e-05 0.00023261555297907316 0.00031372427322005713 3.3509362517829416e-05 0.00098614284901262189 0.00032548410698315515 -0.00077389170720747853 -0.00053544269422538954 6.6775260167190297e-06 0.00050032314253973642 -4.5939682222285339e-05
leaf_weight=77 69 62 63 54 48 53 46 81 58 67 76 46 90 52 52 1792 65 885
leaf_count=77 69 62 63 54 48 53 46 81 58 67 76 46 90 52 52 1792 65 885
internal_value=0 5.26296e-07 3.1823e-05 -6.21146e-05 -3.61761e-05 -6.43223e-05 -0.000432774 1.47432e-05 0.000175949 -3.61955e-05 0.000350213 0.000573778 -1.01296e-05 -0.00026446 6.93726e-06 -8.1661e-06 -2.89752e-05 -7.70207e-06
internal_weight=0 3667 2454 1213 1151 1097 94 2391 324 144 180 104 2067 133 1934 1844 1003 950
internal_count=3736 3667 2454 1213 1151 1097 94 2391 324 144 180 104 2067 133 1934 1844 1003 950
is_linear=0
shrinkage=0.0995203


Tree=7794
num_leaves=9
num_cat=0
split_feature=23 10 10 17 23 1 17 1
split_gain=0.000712707 0.000676478 0.000664702 0.000810463 0.000606441 0.00102678 0.00216862 0.000851467
threshold=0.086650000000000019 0.09056500000000002 0.087605000000000016 -0.56005499999999986 -0.046924999999999994 0.41696500000000009 0.053575000000000012 0.40780000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -6
right_child=-2 -3 -4 4 5 6 -8 -9
leaf_value=0.00029436408216128128 -0.00032212746853493726 0.00029653069347711252 -0.00037331366944643693 -0.00026168257100692176 -6.7218701387891669e-06 0.00050679505618493408 -0.00025490181219075435 -0.00040948721251988867
leaf_weight=90 69 75 48 91 3148 107 55 53
leaf_count=90 69 75 48 91 3148 107 55 53
internal_value=0 5.15057e-07 -5.43777e-06 -2.2426e-07 -8.13729e-06 -1.03313e-06 0.000243141 -1.36463e-05
internal_weight=0 3667 3592 3544 3454 3363 162 3201
internal_count=3736 3667 3592 3544 3454 3363 162 3201
is_linear=0
shrinkage=0.0995203


Tree=7795
num_leaves=13
num_cat=0
split_feature=1 17 1 4 1 21 21 17 21 8 0 17
split_gain=0.000637465 0.000911996 0.000781584 0.00182116 0.00120323 0.000603765 0.0014793 0.00195431 0.000987275 0.00211079 0.00098762 0.000945846
threshold=-0.55579999999999996 -0.56368999999999991 -0.50290499999999982 0.085990000000000025 -0.44477499999999998 0.087235000000000021 0.089350000000000027 -0.087329999999999991 0.084795000000000023 -0.085764999999999994 -0.085684999999999997 -0.53166999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 8 7 -7 10 -10 -6 -8
right_child=1 2 4 -5 5 6 11 -9 9 -11 -12 -13
leaf_value=-0.0003507645617495375 0.00034598292289515553 -0.00011984385963689972 -0.00047283815599921588 0.00072056218998575272 -8.1547296525450201e-05 -0.00091050663184912017 0.00027028147720243283 -4.827427833462599e-05 -0.00012876035597874077 0.00070401771581836707 5.6488793528330012e-05 -6.0379517999886663e-05
leaf_weight=52 74 53 56 47 806 46 94 65 56 62 1410 915
leaf_count=52 74 53 56 47 806 46 94 65 56 62 1410 915
internal_value=0 0 -6.95369e-06 0.000266961 -1.49908e-05 -7.33062e-06 -6.7572e-05 -0.000412971 2.12262e-05 0.000301864 5.91311e-06 -2.87633e-05
internal_weight=0 3684 3610 100 3510 3454 1120 111 2334 118 2216 1009
internal_count=3736 3684 3610 100 3510 3454 1120 111 2334 118 2216 1009
is_linear=0
shrinkage=0.0995203


Tree=7796
num_leaves=31
num_cat=0
split_feature=0 0 2 17 5 8 8 0 0 20 2 27 5 17 6 6 6 8 0 17 21 8 18 21 20 6 4 10 4 2
split_gain=0.00184526 0.0064037 0.0148124 0.00266998 0.00255023 0.00166308 0.00245422 0.0021546 0.00147099 0.00300622 0.00116979 0.00102604 0.000868048 0.00247844 0.001739 0.00154286 0.00290173 0.00224282 0.00306977 0.00142394 0.00121425 0.00140084 0.00358262 0.00120319 0.00130959 0.000965356 0.000682087 0.000677984 0.00113035 0.000932672
threshold=-0.069294999999999982 -0.059114999999999994 -0.082294999999999993 -0.041415 -0.051389999999999998 -0.066829999999999987 -0.076194999999999999 -0.050054999999999995 -0.20796499999999998 -0.042414999999999994 0.11241000000000002 0.079300000000000023 -0.000475 0.51292000000000015 0.11481500000000001 0.087575000000000028 0.088315000000000018 -0.049499999999999995 -0.073464999999999989 -0.029114999999999999 -0.026109999999999998 -0.083674999999999986 -0.010395 -0.015149999999999999 -0.085594999999999991 0.091615000000000016 0.11931500000000002 0.086275000000000018 0.10343500000000001 0.097285000000000024
decision_type=2 2 2 2 2 2 2 2 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 6 11 -7 9 -1 -11 26 15 14 19 20 -17 18 -18 25 21 22 -10 -22 -25 -14 -3 28 29 -9
right_child=1 5 3 4 -6 7 -8 27 12 10 -12 -13 13 -15 -16 16 17 -19 -20 -21 23 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00067585377784126841 -0.0022051917299332501 -0.00040387903770428446 0.00021051439836385964 -0.0010886841204663445 -2.7685866302722232e-05 0.00071097356000527224 -0.00084144621794048113 0.00020575206730624176 0.0010620723978382104 -0.00020143739109822412 0.00048086897178758927 0.00034186267980310152 5.8908274970552654e-05 -0.00076502713165552648 0.00051878323711835662 0.00080053550473020371 9.1706798939975977e-05 -0.00054433114634728401 0.00088931110468275655 -0.00055345323368911762 -0.00052247369852097963 -8.2446420782137896e-05 -5.2954253746187217e-05 0.00030285042303906067 -4.3530446572682077e-05 -0.00030104867023170227 5.6874932320354929e-05 0.00033478078058832788 -0.00032750381084897275 -0.00023629777091777876
leaf_weight=89 46 69 83 46 47 53 49 178 53 51 47 49 369 47 55 70 453 46 54 54 47 74 59 120 1079 92 54 62 89 63
leaf_count=89 46 69 83 46 47 53 49 178 53 51 47 49 369 47 55 70 453 46 54 54 47 74 59 120 1079 92 54 62 89 63
internal_value=0 -0.000150446 -0.000613358 -0.000192659 -0.000561283 2.62953e-06 -0.000219264 0.000114668 1.36051e-05 -0.00025574 0.000117438 -3.72551e-05 3.27616e-05 -7.01281e-05 -1.13932e-05 6.40519e-05 0.000194836 0.000116685 0.000178273 -6.96036e-05 6.58177e-06 0.000244233 0.000467383 -2.82372e-05 -8.1807e-06 -1.11512e-05 -0.000194941 3.19568e-05 -2.24568e-05 8.67987e-05
internal_weight=0 888 222 176 93 666 221 445 2859 187 98 172 2672 617 570 2055 623 553 507 515 1432 186 112 1246 1199 461 123 392 330 241
internal_count=3747 888 222 176 93 666 221 445 2859 187 98 172 2672 617 570 2055 623 553 507 515 1432 186 112 1246 1199 461 123 392 330 241
is_linear=0
shrinkage=0.0995203


Tree=7797
num_leaves=17
num_cat=0
split_feature=26 26 10 5 3 21 18 0 20 20 18 29 0 26 3 6
split_gain=0.00239263 0.0112265 0.00124479 0.00130286 0.00195055 0.00727743 0.00203547 0.00112705 0.00177183 0.00108977 0.00139202 0.000854272 0.000782457 0.00266997 0.00340746 0.000361228
threshold=-0.100565 -0.14033499999999999 0.09056500000000002 0.41370500000000004 0.11089500000000001 0.11729000000000002 -0.10726999999999999 -0.229625 -0.048954999999999999 -0.24910499999999999 0.22074500000000005 -0.0094649999999999995 -0.057604999999999996 -0.23033499999999998 0.098000000000000018 -0.101065
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 7 6 -6 -5 8 -2 -9 11 -11 13 14 -1 -10
right_child=2 -3 -4 4 5 -7 -8 9 15 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.00020151573634510914 -0.00072714880229722599 -0.0017239887952929705 0.00046535638158443516 -0.00033376495856104294 -0.0012834220088230924 0.00021584775844663606 0.00056661365039109178 0.00046534640967842877 -0.00018932686589497911 -0.00012836876067575358 -0.00040077959806734389 4.4062461240009991e-05 -0.00033494925245355694 -0.00040311615152697431 0.00091471559372704417 0.00019502628941520645
leaf_weight=49 52 46 56 52 61 66 47 54 51 318 78 2587 59 67 58 46
leaf_count=49 52 46 56 52 61 66 47 54 51 318 78 2587 59 67 58 46
internal_value=0 -0.000302983 0 -7.68692e-06 -0.000238713 -0.000497828 8.54186e-05 8.44405e-06 -0.000258364 2.18036e-05 1.34999e-05 2.49052e-05 -1.89278e-05 8.35242e-05 0.000395894 0
internal_weight=0 279 3468 3412 226 127 99 3186 149 3037 2983 2905 233 174 107 97
internal_count=3747 279 3468 3412 226 127 99 3186 149 3037 2983 2905 233 174 107 97
is_linear=0
shrinkage=0.0995203


Tree=7798
num_leaves=25
num_cat=0
split_feature=5 27 20 9 9 9 6 6 6 6 7 0 0 9 6 5 0 9 0 4 5 5 9 20
split_gain=0.00141011 0.0101122 0.00155555 0.00155334 0.00251641 0.00180559 0.0015 0.00114348 0.00143144 0.000998123 0.000960909 0.00162166 0.00340129 0.00336987 0.00236736 0.00116988 0.000756177 0.00317831 0.000988526 0.000681583 0.00120789 0.000757825 0.00115439 0.000929604
threshold=0.054660000000000007 0.085370000000000015 -0.096095 0.08401500000000002 0.084345000000000017 0.083795000000000022 -0.0087049999999999992 -0.043894999999999997 -0.083069999999999991 -0.095814999999999997 0.058975000000000007 -0.071029999999999996 -0.073464999999999989 0.097680000000000031 -0.063485 -0.50749999999999995 -0.085794999999999996 0.082335000000000019 -0.14909499999999998 0.10739000000000003 0.63223000000000018 0.11083500000000003 0.08622500000000001 -0.0093149999999999986
decision_type=2 2 2 2 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 6 7 8 9 -1 11 12 15 -13 -15 -6 17 18 -8 20 21 22 -4 -23
right_child=1 -3 19 4 10 -7 16 -9 -10 -11 -12 13 -14 14 -16 -17 -18 -19 -20 -21 -22 23 -24 -25
leaf_value=-6.3305481316381572e-05 0.0003789739111017881 -0.0015343809486376859 -0.00069192006611187851 0.00069176895418512907 -0.00034804035889513007 -0.00059163960681921904 0.00026432752843250974 -0.00049061505656269205 0.00037765675221379871 -0.00041557390884953093 0.00049581060305575243 -0.00080643245610250835 0.00091479235493975206 -0.00054304691349021852 0.00027431111082789375 6.4708736879857593e-05 -8.11267402791912e-05 0.00095843812263876962 -0.00029024687307146877 0.00025968294449844057 -0.00057604236050041969 -0.00017902525562993825 -9.4626285755934525e-05 8.9254485524728057e-05
leaf_weight=390 76 48 46 62 71 66 69 79 59 103 46 67 46 50 117 1405 90 48 59 50 53 216 120 311
leaf_count=390 76 48 46 62 71 66 69 79 59 103 46 67 46 50 117 1405 90 48 59 50 53 216 120 311
internal_value=0 -0.000127509 -4.91272e-05 1.41689e-05 6.74421e-05 -8.80975e-05 -5.01349e-05 -0.000134372 -8.19049e-05 -0.000138564 4.55071e-05 3.32448e-05 7.11468e-05 -0.000209782 2.46911e-05 4.42996e-05 0.000146613 0.000267722 2.30786e-06 -9.10296e-05 -0.000115633 -7.92402e-05 -0.000265073 -1.91512e-05
internal_weight=0 920 872 2827 1864 963 897 631 552 493 1802 1756 1522 234 167 1476 266 176 128 796 746 693 166 527
internal_count=3747 920 872 2827 1864 963 897 631 552 493 1802 1756 1522 234 167 1476 266 176 128 796 746 693 166 527
is_linear=0
shrinkage=0.0995203


Tree=7799
num_leaves=20
num_cat=0
split_feature=26 1 10 5 3 21 17 1 1 26 21 5 21 26 26 1 26 8 3
split_gain=0.00196097 0.0105407 0.0010171 0.000981742 0.00162457 0.00547484 0.00290833 0.000938606 0.00120389 0.00180621 0.000989965 0.00167959 0.00101755 0.000934263 0.00179953 0.00174762 0.000692212 0.00139021 0.00127602
threshold=-0.126245 -0.094454999999999997 0.09056500000000002 0.41370500000000004 0.11089500000000001 0.11729000000000002 -0.56137499999999996 0.26846000000000009 0.15756500000000004 0.087495000000000031 -0.032929999999999994 -0.52786999999999995 0.089910000000000032 -0.01278 -0.063069999999999987 0.055865000000000012 -0.22491999999999998 0.24853500000000003 0.10749000000000002
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 -5 8 13 -10 -9 -12 -13 14 -2 -15 17 18 -3
right_child=2 16 -4 4 5 -7 -8 10 9 -11 11 12 -14 15 -16 -17 -18 -19 -20
leaf_value=-0.0016487292697970281 6.4223848908305709e-05 1.5677566669678411e-05 0.00042153505889812635 -0.00044440248205915333 -0.0011258214854341609 0.00016406213740502234 0.00063155104795781377 -0.00052217565063356823 -1.4837556370676195e-05 0.00076960799183201762 0.00045430816425463149 -7.4158590262653849e-05 -0.00059524085600003857 1.2386121158899334e-05 0.00072131881576484823 -0.00038653665673735134 0.00030601486851058118 0.00030651022754804276 -0.00070538523208914889
leaf_weight=46 237 47 56 49 61 68 50 58 60 53 50 203 47 2340 51 114 59 52 46
leaf_count=46 237 47 56 49 61 68 50 58 60 53 50 203 47 2340 51 114 59 52 46
internal_value=0 -0.000287687 6.04302e-07 -6.00817e-06 -0.000205695 -0.000439537 9.07395e-05 7.90717e-06 2.71959e-05 0.000345844 -0.000143631 -6.7717e-05 -0.000175397 1.37656e-05 0.000183427 -5.81216e-06 1.52017e-05 -9.74835e-05 -0.000332175
internal_weight=0 250 3497 3441 228 129 99 3213 2855 113 358 300 250 2742 288 2454 204 145 93
internal_count=3747 250 3497 3441 228 129 99 3213 2855 113 358 300 250 2742 288 2454 204 145 93
is_linear=0
shrinkage=0.0995203


Tree=7800
num_leaves=13
num_cat=0
split_feature=22 26 0 20 4 2 8 9 9 6 17 8
split_gain=0.0251058 0.00456127 0.0260784 0.00141897 0.00139848 0.00129601 0.00309773 0.0012851 0.00293612 0.00119886 0.00119391 0.000658335
threshold=0.13264000000000004 -0.16205499999999998 -0.057604999999999996 -0.240845 0.14727500000000002 0.15165000000000003 -0.41646 0.11351500000000002 0.10341500000000002 -0.084184999999999996 -0.0064000000000000003 -0.051259999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -3 5 7 10 8 -5 -1 -7 -9
right_child=-2 3 -4 4 -6 6 -8 11 -10 -11 -12 -13
leaf_value=0.00063130787503874503 -0.0023293154356264852 0.00044081548801091195 -0.0025410939304433989 1.1129099552802747e-05 0.00048071097418696653 0.00036063578250875473 -0.00094352920225971204 0.0004655291080512188 -0.00047575384659965831 -6.2493233282219774e-07 -0.00027234138457074921 7.111523386065919e-05
leaf_weight=47 47 74 46 2911 59 51 49 86 128 74 70 93
leaf_count=47 47 74 46 2911 59 51 49 86 128 74 70 93
internal_value=0 -1.42576e-05 -0.000522546 9.61792e-06 1.23497e-07 -8.00403e-06 -0.000275908 5.8944e-06 -9.10861e-06 0.000238071 0 0.000265184
internal_weight=0 3688 167 3521 3447 3388 170 3218 3039 121 121 179
internal_count=3735 3688 167 3521 3447 3388 170 3218 3039 121 121 179
is_linear=0
shrinkage=0.0995203


Tree=7801
num_leaves=12
num_cat=0
split_feature=27 28 4 9 9 4 6 0 6 8 1
split_gain=0.0232409 0.00432212 0.00126413 0.00091076 0.00196372 0.000892081 0.00281896 0.00132606 0.000696389 0.00108491 0.00103192
threshold=0.11410500000000003 0.080375000000000016 0.14727500000000002 0.11351500000000002 0.10744000000000002 0.10845500000000002 0.18123500000000006 -0.1525 -0.097455 -0.051259999999999993 -0.0017949999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 -5 -10 -11
right_child=-2 -3 -4 8 -6 7 -8 -9 9 10 -12
leaf_value=5.0017466569253189e-06 -0.0018622868272082994 -0.00084305971555972037 0.00045041787535507119 0.00051649553436001507 -0.00050553742642394847 -0.0005013921300106841 0.00073800080546760033 -4.4099103992112446e-05 0.00043142125608695777 0.00023232944813140894 -0.0004035953298380542
leaf_weight=2817 68 60 63 53 78 81 53 303 59 46 54
leaf_count=2817 68 60 63 53 78 81 53 303 59 46 54
internal_value=0 -5.19542e-06 8.51494e-06 4.28442e-07 -1.20657e-05 0 1.88232e-05 -0.000142691 0.000200659 9.02319e-05 -0.000102884
internal_weight=0 3667 3607 3544 3332 3254 2870 384 212 159 100
internal_count=3735 3667 3607 3544 3332 3254 2870 384 212 159 100
is_linear=0
shrinkage=0.0995203


Tree=7802
num_leaves=10
num_cat=0
split_feature=20 26 26 4 20 10 10 1 8
split_gain=0.0207764 0.00303399 0.0141053 0.00085134 0.000818759 0.00108626 0.00114932 0.000991791 0.000773065
threshold=0.24030500000000005 -0.16205499999999998 -0.236315 0.14727500000000002 -0.240845 0.090150000000000022 0.086275000000000018 -0.50597999999999999 0.26336000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -3 6 7 -6 -1
right_child=-2 3 -4 -5 5 -7 -8 -9 -10
leaf_value=0.00062897761581054597 -0.0017720368049203314 0.00033688553771193816 -0.0015120911280379883 0.00037628191447587291 -0.00026311986473243705 -0.00045817541438690783 0.00043014174787539598 1.2394040226285946e-05 5.5391332133942133e-05
leaf_weight=47 67 74 69 64 135 50 63 3113 53
leaf_count=47 67 74 69 64 135 50 63 3113 53
internal_value=0 -3.35303e-06 -0.000415381 1.63138e-05 9.3686e-06 1.91401e-06 9.10915e-06 6.90526e-07 0.000333163
internal_weight=0 3668 169 3499 3435 3361 3311 3248 100
internal_count=3735 3668 169 3499 3435 3361 3311 3248 100
is_linear=0
shrinkage=0.0995203


Tree=7803
num_leaves=12
num_cat=0
split_feature=10 26 0 26 17 3 6 17 5 6 6
split_gain=0.0183381 0.00278007 0.0116989 0.0020035 0.000742492 0.00136832 0.00104087 0.00155477 0.00112379 0.00195145 0.0014041
threshold=0.096215000000000023 -0.16205499999999998 -0.060944999999999999 -0.2382 0.51734000000000024 0.09587500000000003 0.18123500000000006 -0.56137499999999996 0.057175000000000011 0.11481500000000001 0.11816500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -3 10 -10 -9
right_child=-2 4 -4 -5 5 -7 -8 8 9 -11 -12
leaf_value=-0.00023556876951587652 -0.0019059787506584412 -0.00039192449782806126 -0.0016398542409069876 0.00061198836830451899 0.00010348149214155033 -0.00058817333651635698 0.00041911583254835709 6.3456239731750354e-06 8.1985837277773489e-05 0.00065780251577490052 -0.00045517736015268298
leaf_weight=56 51 91 52 53 54 56 64 2491 635 65 67
leaf_count=56 51 91 52 53 54 56 64 2491 635 65 67
internal_value=0 -5.55236e-06 -0.000410118 0.000169036 1.27038e-05 -0.000241192 2.11266e-05 1.32765e-05 2.48456e-05 0.000136624 -5.42272e-06
internal_weight=0 3684 161 109 3523 110 3413 3349 3258 700 2558
internal_count=3735 3684 161 109 3523 110 3413 3349 3258 700 2558
is_linear=0
shrinkage=0.0995203


Tree=7804
num_leaves=16
num_cat=0
split_feature=18 8 8 8 18 30 23 29 8 8 8 4 4 5 5
split_gain=0.00819784 0.00304404 0.0181638 0.00278108 0.00879374 0.00193616 0.00153769 0.00135296 0.00114663 0.00085002 0.00140558 0.00117897 0.0009658 0.000711343 0.000592284
threshold=0.31227500000000008 -0.10115999999999999 -0.11061499999999999 -0.091600000000000001 0.088250000000000009 0.10721500000000002 -0.017849999999999998 0.093650000000000025 -0.084324999999999997 -0.39070999999999995 -0.51030999999999993 0.12205500000000002 0.10976000000000002 -0.091229999999999992 -0.11065499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 13 6 -5 8 -8 10 -1 -12 14 -3 -11
right_child=-2 3 -4 5 -6 -7 7 -9 -10 12 11 -13 -14 -15 -16
leaf_value=0.00017874719264139677 0.001269422377350656 0.00021488046618613898 -0.0020374374749087378 -0.00050423319463670702 0.0014259784150982171 0.00059396809996769152 -8.1806045808252844e-05 0.00056038190159158144 6.7012167775246388e-05 -0.00018509165021247264 -0.00067971886223360607 -4.5194505434909835e-05 0.00052456565753552988 -0.0002090887028843591 0.00019655568615183598
leaf_weight=80 54 84 48 52 61 62 668 49 2164 72 58 64 51 73 90
leaf_count=80 54 84 48 52 61 62 668 49 2164 72 58 64 51 73 90
internal_value=0 3.35981e-05 -0.00020453 6.81676e-05 0.000411795 4.28823e-05 3.09539e-05 4.08978e-05 3.16205e-05 5.49703e-06 -0.000138695 -0.000353564 0.000146086 1.25341e-05 2.18814e-05
internal_weight=0 3676 463 3213 218 2995 2933 2881 2832 415 202 122 213 157 162
internal_count=3730 3676 463 3213 218 2995 2933 2881 2832 415 202 122 213 157 162
is_linear=0
shrinkage=0.0995203


Tree=7805
num_leaves=14
num_cat=0
split_feature=1 30 18 18 2 18 26 26 20 4 2 21 1
split_gain=0.00777723 0.00206132 0.00171458 0.0163579 0.00209138 0.00138506 0.00148718 0.00115248 0.00159207 0.00113204 0.00108875 0.0013104 0.000962426
threshold=-0.55579999999999996 0.12371500000000002 -0.099739999999999995 -0.10726999999999999 -0.24151999999999998 -0.092864999999999989 0.083705000000000016 -0.14224499999999998 -0.07825 0.087155000000000024 0.13398000000000002 0.097640000000000018 -0.47779999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -4 6 -6 -2 -9 -10 12 -12 -7
right_child=1 -3 4 -5 5 10 -8 8 9 -11 11 -13 -14
leaf_value=0.0013055955892308762 0.00043314183990873453 0.00067841075855428325 -0.00061636927389492006 -0.001917309884959582 0.00077954085491337144 0.00051600173756247852 5.7769472531694805e-05 -0.00039818501740271491 0.00019871042721675549 -0.00025414763713802499 -6.2017331085421329e-06 -0.00053237300312607215 5.4478541516129053e-05
leaf_weight=48 62 48 46 47 54 46 65 89 216 72 167 67 2703
leaf_count=48 62 48 46 47 54 46 65 89 216 72 167 67 2703
internal_value=0 2.99493e-05 2.11588e-05 -0.000152417 4.82161e-05 5.83352e-05 0.000392175 3.46709e-05 -2.86888e-05 8.26534e-05 4.4743e-05 -0.000160356 6.24992e-05
internal_weight=0 3682 3634 486 3148 3102 119 439 377 288 2983 234 2749
internal_count=3730 3682 3634 486 3148 3102 119 439 377 288 2983 234 2749
is_linear=0
shrinkage=0.0995203


Tree=7806
num_leaves=17
num_cat=0
split_feature=17 8 18 8 3 4 4 10 10 3 4 4 3 1 5 4
split_gain=0.00773051 0.00275273 0.012786 0.00753056 0.0116805 0.00153915 0.00157531 0.000903037 0.00275444 0.000846667 0.00195141 0.000753322 0.000711148 0.00107712 0.000732702 0.000384389
threshold=-0.5696199999999999 -0.094139999999999988 -0.093130000000000004 -0.091600000000000001 0.08666500000000002 0.13630500000000004 0.13108000000000006 0.09056500000000002 0.084475000000000022 0.12168500000000003 0.11689000000000002 0.14646500000000004 0.08622500000000001 0.18123500000000006 -0.091729999999999992 0.12498500000000003
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 7 8 -5 10 12 15 14 -14 -4 -11
right_child=1 3 9 5 -6 -7 -8 -9 -10 11 -12 -13 13 -15 -16 -17
leaf_value=0.0011627690436340076 -0.0017675001053134081 0.0020543367085953329 1.1311305636239362e-05 3.5461925674292641e-05 -7.7434947745974939e-05 0.00045001317223090323 -0.00055724693972381575 0.00045359875301986585 -0.00068838308914730844 9.9326213241319043e-05 -0.00068299965449806577 -0.00015895872234640963 0.00018037132472883047 -0.00032196875266357757 -0.0005251962891375388 0.00051099735317063164
leaf_weight=60 46 47 46 2755 54 85 46 49 53 50 52 46 186 54 49 52
leaf_count=60 46 47 46 2755 54 85 46 49 53 50 52 46 186 54 49 52
internal_value=0 2.34236e-05 -0.000174951 6.10003e-05 0.000906473 3.21477e-05 1.96306e-05 2.92053e-05 2.15081e-05 -3.64913e-05 -0.000115162 0.00016369 -2.4576e-05 6.39338e-05 -0.000256797 0.000317224
internal_weight=0 3670 581 3089 101 2988 2903 2857 2808 535 387 148 335 240 95 102
internal_count=3730 3670 581 3089 101 2988 2903 2857 2808 535 387 148 335 240 95 102
is_linear=0
shrinkage=0.0995203


Tree=7807
num_leaves=22
num_cat=0
split_feature=17 5 5 3 0 18 20 3 1 26 3 26 3 3 3 3 5 3 26 26 0
split_gain=0.00626804 0.00199216 0.00761462 0.0164248 0.00479551 0.016298 0.00214631 0.00216102 0.00543441 0.001406 0.0020419 0.00136372 0.00102614 0.00236413 0.00152169 0.00140669 0.00475962 0.00311985 0.000762218 0.000789549 0.000652475
threshold=-0.5696199999999999 -0.091229999999999992 -0.097345000000000001 0.086605000000000029 -0.10096999999999999 -0.10303999999999999 0.084680000000000019 0.10871500000000002 -0.018369999999999997 -0.14678499999999997 0.098755000000000023 0.14857000000000006 0.088685000000000028 0.089005000000000015 0.089535000000000017 0.087625000000000022 -0.021739999999999999 0.087385000000000032 0.10439000000000002 0.093690000000000023 -0.15137999999999999
decision_type=2 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 -3 7 8 -7 10 -6 18 15 -14 -15 17 -17 -11 19 20 -2
right_child=1 4 3 -5 9 6 -8 -9 -10 12 -12 -13 13 14 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0010470500448287233 0.00015113722779050475 -0.0021291017027370296 0.0023144878870533787 1.6349590584827901e-05 -7.7416971385004489e-05 0.00082439985294004235 0.00053534690886300387 -0.00076395638728104533 -0.00054264517950807075 -7.014594334966134e-05 0.00073739185218481837 0.00055822324438248739 0.00068595564181791579 -0.0004458816444243545 5.4644115240356409e-05 -0.0011647379171228892 -1.9892433125231859e-05 0.00075147117806183489 -0.00032841301455225323 0.00040743508146193116 -5.9903836911948569e-05
leaf_weight=60 205 46 48 88 55 48 46 52 72 687 64 46 57 63 1243 49 141 49 64 51 496
leaf_count=60 205 46 48 88 55 48 46 52 72 687 64 46 57 63 1243 49 141 49 64 51 496
internal_value=0 2.10703e-05 0.000141164 0.000833477 -2.34786e-05 -0.00042628 -6.32129e-05 -0.000228052 0 2.03423e-05 0.00035392 3.09859e-05 2.6427e-06 5.79102e-05 2.98725e-05 -7.78227e-05 -0.000319451 -1.43336e-05 2.60989e-07 2.93219e-05 6.45088e-07
internal_weight=0 3670 998 136 2672 264 218 172 120 2408 119 862 2289 1363 1306 926 190 736 816 752 701
internal_count=3730 3670 998 136 2672 264 218 172 120 2408 119 862 2289 1363 1306 926 190 736 816 752 701
is_linear=0
shrinkage=0.0995203


Tree=7808
num_leaves=10
num_cat=0
split_feature=0 5 6 10 26 0 11 26 17
split_gain=0.00186272 0.00359567 0.00182122 0.00158663 0.00130974 0.0022466 0.0010996 0.000894074 0.000941827
threshold=-0.23058999999999999 -0.099349999999999994 0.21988000000000005 0.09056500000000002 -0.23033499999999998 -0.071029999999999996 1.0000000180025095e-35 -0.13924499999999998 -0.56005499999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 -6 -9
right_child=2 -3 -4 -5 6 -7 -8 8 -10
leaf_value=-4.6518853443269307e-05 -3.429994968944982e-05 0.0010450168124589562 0.00050719038398323586 0.00041792077258316217 -0.00037678690582792704 0.000840201598179344 0.00044019517813809899 -0.00032834741226220608 -2.0228890918710957e-05
leaf_weight=71 72 50 69 84 76 47 48 102 3124
leaf_count=71 72 50 69 84 76 47 48 102 3124
internal_value=0 0.000397764 5.82517e-07 -9.02552e-06 -1.95998e-05 0.000304212 -3.13467e-05 -3.84493e-05 -3.02248e-05
internal_weight=0 121 3622 3553 3469 119 3350 3302 3226
internal_count=3743 121 3622 3553 3469 119 3350 3302 3226
is_linear=0
shrinkage=0.0995203


Tree=7809
num_leaves=12
num_cat=0
split_feature=7 21 17 0 21 18 3 0 18 17 6
split_gain=0.0015715 0.00143867 0.000898056 0.0011062 0.00157336 0.00146713 0.00120038 0.00104713 0.00147404 0.00143232 0.000814237
threshold=-0.075879999999999989 0.15544000000000005 -0.5696199999999999 -0.067059999999999995 0.11908500000000002 -0.17307499999999998 0.08511500000000001 -0.068899999999999989 -0.10212999999999998 -0.47367999999999999 0.13225500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 -5 -7 8 9 -4 -10
right_child=1 -3 3 4 -6 6 -8 -9 10 -11 -12
leaf_value=0.0004695599826335986 -0.00037206267328106912 0.00045322473326691963 -0.00023972956467422355 0.00057550247771178786 -0.00029056891711601697 0.00038328853783630996 3.0824552332120865e-05 -0.00045804885610429397 -3.1664470950266056e-05 0.00036800185121785327 -0.00043121737099972705
leaf_weight=73 65 69 48 76 85 123 461 55 2467 169 52
leaf_count=73 65 69 48 76 85 123 461 55 2467 169 52
internal_value=0 2.94242e-06 -5.45827e-06 1.04927e-06 0.000109011 0.000161712 0.000106461 -2.74755e-05 -1.85208e-05 0.0002298 -4.02375e-05
internal_weight=0 3670 3601 3536 745 660 584 2791 2736 217 2519
internal_count=3743 3670 3601 3536 745 660 584 2791 2736 217 2519
is_linear=0
shrinkage=0.0995203


Tree=7810
num_leaves=22
num_cat=0
split_feature=0 18 2 20 4 8 4 17 17 17 5 17 2 17 8 8 2 18 18 1 1
split_gain=0.00145835 0.00404408 0.00224416 0.00248998 0.00222728 0.00119871 0.00191141 0.00136048 0.0012675 0.00265319 0.00753673 0.00175264 0.00130361 0.00134758 0.000977579 0.00556631 0.00126942 0.000869449 0.000813443 0.000773892 0.00056985
threshold=-0.15137999999999999 -0.090899999999999995 0.097745000000000012 -0.009049999999999999 0.11378500000000003 0.10228000000000002 0.11670500000000002 -0.56655999999999984 -0.067864999999999995 -0.036600000000000001 -0.075744999999999993 -0.072334999999999997 0.096520000000000022 -0.55286000000000002 -0.051259999999999993 -0.064125000000000001 -0.081344999999999987 -0.065634999999999985 -0.089234999999999995 0.054560000000000004 -0.049499999999999995
decision_type=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 -4 7 19 -2 11 10 -10 12 13 -9 15 -11 -16 -12 -14 20 -7
right_child=5 2 4 -5 -6 6 -8 8 9 14 17 -13 18 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=0.0010668363323637353 -0.00046446060604365703 -0.00067727706467511325 0.00064070157992293577 0.00014896629876630157 -0.00019017198470148359 -2.8320568948349469e-05 0.00075193761995006258 0.00051274461605676071 -0.0014231685402076677 -3.2884944241691705e-05 -0.00033851645491385823 0.00066669972700061236 0.00069350207539997915 -1.7332602071001093e-05 0.00011287725093483431 0.00090146268797537438 -0.00032237424285231411 0.0001960501769021576 8.5015636718573182e-05 -0.00027169698636036918 0.00040102591790107476
leaf_weight=47 68 63 92 82 47 54 51 50 53 1455 49 47 47 929 93 66 213 78 47 50 62
leaf_count=47 68 63 92 82 47 54 51 50 53 1455 49 47 47 929 93 66 213 78 47 50 62
internal_value=0 0.000210558 6.59669e-05 -0.000204377 0.000353869 -8.09783e-06 0.000217879 -2.37021e-05 -1.38555e-05 -6.14064e-05 -0.000426241 7.0623e-05 4.37505e-05 8.90362e-06 -2.5014e-05 7.12055e-06 -0.000187417 -3.75412e-06 0.000397968 4.88687e-05 0.000194101
internal_weight=0 331 284 145 139 3412 217 3195 3127 2007 180 1120 1073 979 1827 1521 306 127 94 166 116
internal_count=3743 331 284 145 139 3412 217 3195 3127 2007 180 1120 1073 979 1827 1521 306 127 94 166 116
is_linear=0
shrinkage=0.0995203


Tree=7811
num_leaves=13
num_cat=0
split_feature=6 6 3 3 3 6 10 0 5 5 6 5
split_gain=0.00135613 0.00201767 0.00164024 0.00434725 0.00205664 0.00131953 0.00114176 0.0011951 0.00292941 0.000962632 0.00218247 0.00112526
threshold=0.11884000000000002 0.11481500000000001 0.096265000000000031 0.10850000000000003 0.14530500000000005 0.10877500000000002 0.09056500000000002 -0.23058999999999999 -0.099349999999999994 -0.49053999999999998 -0.425425 -0.46244499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 -5 6 7 8 -1 10 -9 -11
right_child=2 -3 3 4 -6 -7 -8 9 -10 11 -12 -13
leaf_value=-0.00011637616650329117 -0.00025746954607473694 -0.00058186632424200955 0.00099914506614453636 -0.00044819108348997136 0.00046048704149093676 0.00046002140611397201 0.000368089374364272 0.00073987590958746207 0.00087851138360154138 -0.00043121024446007622 0 -2.9086388646480974e-05
leaf_weight=68 47 59 70 53 46 62 80 52 50 71 166 2919
leaf_count=68 47 59 70 53 46 62 80 52 50 71 166 2919
internal_value=0 -4.65189e-06 0.000252078 0.00039863 -1.7708e-05 4.93203e-06 -3.1117e-06 -1.22863e-05 0.000298249 -2.39639e-05 0.000177261 -3.89089e-05
internal_weight=0 3527 216 169 99 3468 3406 3326 118 3208 218 2990
internal_count=3743 3527 216 169 99 3468 3406 3326 118 3208 218 2990
is_linear=0
shrinkage=0.0995203


Tree=7812
num_leaves=30
num_cat=0
split_feature=0 6 17 1 6 6 0 3 6 9 26 3 18 0 9 17 18 3 1 1 8 0 0 0 3 6 20 26 3
split_gain=0.00116733 0.00263313 0.00528485 0.00120075 0.00117655 0.00361813 0.00281933 0.00231024 0.0014601 0.00144955 0.00361194 0.00115177 0.00157067 0.00164888 0.00179045 0.00291858 0.00203255 0.00116643 0.0030453 0.00566371 0.00542631 0.00173141 0.000986862 0.00397436 0.00107758 0.00356181 0.00249339 0.000756109 0.000316073
threshold=-0.077174999999999994 0.11596500000000003 0.40057000000000009 -0.55579999999999996 0.095080000000000012 0.098855000000000012 -0.070134999999999989 0.11308000000000003 0.090195000000000011 0.11408000000000003 0.12456500000000002 0.088685000000000028 0.0048000000000000013 -0.085349999999999995 0.085335000000000022 -0.0050499999999999998 0.091330000000000008 0.08888500000000002 -0.083284999999999984 -0.077634999999999996 -0.079049999999999995 -0.082224999999999993 -0.081195000000000003 -0.080500000000000002 0.087625000000000022 -0.01146 -0.085204999999999989 -0.112275 0.13085500000000003
decision_type=2 2 2 2 2 2 2 2 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 -2 8 -6 -7 -8 9 10 27 12 22 14 16 -16 -14 -13 20 -20 -19 -21 24 -24 26 -26 -1 -5 -9
right_child=3 2 -4 4 5 6 7 28 -10 -11 -12 17 13 -15 15 -17 -18 18 19 21 -22 -23 23 -25 25 -27 -28 -29 -30
leaf_value=0.0005477893307871567 -0.00037624432506962874 4.3195317600500121e-05 -0.0012634299913813871 0.00036693077024782587 0.00097243879480492809 -0.00038927400511683155 0.00085474757909467954 -0.00011732144078456168 -0.00043323868417092506 -0.00035668684037181607 0.00097374908255345224 0.00054036709620522731 -0.00067698570961853121 -0.00068702285759870041 -0.00043216347396593372 0.00056868966969179447 0.00012601111895685956 0.00017300313318892056 0.0011528383405070208 9.1417576256811443e-05 -0.0012447237312019832 -0.00026297139503168567 0.00096031203233690426 -0.00030774117096716842 -0.00099239532570855244 9.4406181475774489e-05 -7.235657460117374e-05 2.7077265598118377e-05 0.00022476986890299146
leaf_weight=73 54 74 51 73 59 78 56 50 59 69 46 47 88 74 50 67 46 57 47 851 49 162 46 51 48 76 533 658 54
leaf_count=73 54 74 51 73 59 78 56 50 59 69 46 47 88 74 50 67 46 57 47 851 49 162 46 51 48 76 533 658 54
internal_value=0 -3.80072e-05 -0.000483359 7.96605e-05 0.000100823 0.000273225 9.64512e-05 0.000338359 4.33401e-05 7.75444e-05 0.000117159 -1.41223e-05 -8.56614e-05 -0.000271151 -0.000145281 0.000133978 -0.000395221 5.31443e-05 3.28028e-05 8.43193e-05 -0.000474639 3.39352e-05 -1.17767e-05 0.000285164 -5.23547e-05 -0.00031969 9.96639e-07 6.2136e-05 5.24315e-05
internal_weight=0 2490 125 1256 1202 297 238 160 905 846 777 2365 1152 325 251 117 134 1213 1166 1060 106 1013 827 97 730 124 606 731 104
internal_count=3746 2490 125 1256 1202 297 238 160 905 846 777 2365 1152 325 251 117 134 1213 1166 1060 106 1013 827 97 730 124 606 731 104
is_linear=0
shrinkage=0.0995203


Tree=7813
num_leaves=17
num_cat=0
split_feature=21 3 3 3 9 5 6 6 0 2 9 23 0 18 6 3
split_gain=0.00131146 0.00100154 0.0016549 0.00115813 0.00182365 0.00114179 0.00127428 0.00352427 0.000997825 0.00139659 0.00112451 0.00439715 0.00384477 0.000910631 0.00158479 0.00131521
threshold=0.20153000000000004 0.10871500000000002 0.11089500000000001 0.10583000000000002 0.089435000000000028 0.41276000000000007 0.11413500000000003 0.11884000000000002 0.12346000000000003 -0.095204999999999998 0.11408000000000003 -0.022119999999999997 -0.059114999999999994 0.090725000000000014 0.092405000000000029 0.086850000000000024
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 6 13 -8 9 -4 11 -11 -12 15 -15 -1
right_child=-2 2 8 4 -6 -7 7 -9 -10 10 12 -13 -14 14 -16 -17
leaf_value=-7.7865098725088327e-05 0.00052369831683997446 0.00053575636411794909 0.00045433919513237895 -0.00072677057226608311 2.5240110992998303e-05 0.00040811705335164645 -0.00095440320278418359 5.9117204719326835e-05 -0.0003877992067525183 0.00089395013565482431 -0.00093311889702437224 -1.3460793363274832e-05 0.00026854350549942291 -0.00024063715396750227 0.00016316958346308691 8.5031820602883638e-05
leaf_weight=847 47 75 85 60 64 60 54 88 49 59 48 496 57 367 128 1162
leaf_count=847 47 75 85 60 64 60 54 88 49 59 48 496 57 367 128 1162
internal_value=0 -5.29174e-06 8.78967e-05 -3.41961e-05 -0.000332034 -2.02454e-05 -3.02682e-05 -0.000320541 4.45615e-05 7.40975e-05 2.38866e-05 8.15278e-05 -0.000272992 -1.34801e-05 -0.000134565 1.59465e-05
internal_weight=0 3699 869 2830 124 2706 2646 142 794 745 660 555 105 2504 495 2009
internal_count=3746 3699 869 2830 124 2706 2646 142 794 745 660 555 105 2504 495 2009
is_linear=0
shrinkage=0.0995203


Tree=7814
num_leaves=16
num_cat=0
split_feature=29 1 3 3 9 1 2 5 26 3 3 4 4 3 26
split_gain=0.00113663 0.00113624 0.000959634 0.00162127 0.00150876 0.00353526 0.00328215 0.00125932 0.00100163 0.00143529 0.00266402 0.0012382 0.00197908 0.0010405 0.000933638
threshold=-0.11266 0.51613500000000012 0.11125500000000002 0.11308000000000003 0.11408000000000003 0.5074550000000001 -0.054390000000000001 0.51775000000000015 -0.01278 0.10377500000000002 0.096035000000000023 0.10845500000000002 0.10495500000000003 0.096265000000000031 -0.15866
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 5 7 -6 -5 9 10 14 12 13 -10 -2
right_child=1 -3 3 4 6 -7 -8 -9 11 -11 -12 -13 -14 -15 -16
leaf_value=0.00043459833613404314 0.0003838784133493048 -0.00035302930216867938 0.00058465956773863623 0.00010192666081676364 0.00022253660153761189 0.00095952833057790876 -0.00089526094883240408 -0.00039611990583815856 -1.84042703045686e-05 -0.00031199383837779703 0.00070126977280874833 -0.00053950563545348987 0.00056255505118664592 -0.00018778299352420968 -4.1549147365174342e-05
leaf_weight=59 65 91 64 464 55 46 48 56 1872 65 80 50 53 449 229
leaf_count=59 65 91 64 464 55 46 48 56 1872 65 80 50 53 449 229
internal_value=0 -5.65738e-06 2.90553e-06 0.000104711 5.75733e-05 0.000122349 -0.000290431 4.67166e-05 -2.28734e-05 0.000114899 0.000191281 -4.81625e-05 -3.74692e-05 -5.15235e-05 4.97236e-05
internal_weight=0 3687 3596 733 669 566 103 520 2863 439 374 2424 2374 2321 294
internal_count=3746 3687 3596 733 669 566 103 520 2863 439 374 2424 2374 2321 294
is_linear=0
shrinkage=0.0995203


Tree=7815
num_leaves=9
num_cat=0
split_feature=21 28 29 8 1 3 3 3
split_gain=0.000963288 0.000717865 0.00133191 0.00105176 0.00236332 0.00143345 0.00164051 0.00136487
threshold=0.15544000000000005 0.080375000000000016 0.096845000000000028 0.24853500000000003 0.52078500000000016 0.10871500000000002 0.11025500000000002 0.10583000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=-1.5175813012436743e-05 0.00036683338245909001 0.00029245483593433135 -0.00044564428416489867 0.00043581846750476188 -0.00052909142526136668 0.00067466921653149914 8.4799515809892614e-05 -0.00035919975205817923
leaf_weight=2568 70 78 69 53 85 51 652 120
leaf_count=2568 70 78 69 53 85 51 652 120
internal_value=0 -5.81387e-06 -1.25075e-05 -3.80669e-06 -1.07453e-05 2.0063e-06 0.000128757 -3.08386e-05
internal_weight=0 3676 3598 3529 3476 3391 703 2688
internal_count=3746 3676 3598 3529 3476 3391 703 2688
is_linear=0
shrinkage=0.0995203


Tree=7816
num_leaves=15
num_cat=0
split_feature=10 5 28 9 9 9 2 26 26 4 9 3 0 9
split_gain=0.00184902 0.00228085 0.00192464 0.000804238 0.00192514 0.00410785 0.00222631 0.00131581 0.00216549 0.00193765 0.00118976 0.00104036 0.00102048 0.000919159
threshold=0.09056500000000002 0.62404000000000015 0.080375000000000016 0.084535000000000013 0.083795000000000022 0.083995000000000028 -0.085944999999999994 0.085855000000000029 0.083760000000000015 0.11541000000000003 0.084675000000000014 0.12551500000000002 -0.050494999999999991 0.08888500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 8 -1 -9 -5 13 -13 -12
right_child=-2 -3 -4 10 5 6 -8 9 -10 -11 11 12 -14 -15
leaf_value=-1.4291503151012825e-05 0.00047428973007616253 -0.00052513458685041377 0.00053095743262611438 0.00052465993710504766 -0.0010606204793278946 -0.00047435465092506116 0.00030707046826915864 -0.00063652844291257232 0.0006284040494831031 0.00016497012887197246 8.4554062606516641e-05 2.2585438483481639e-05 0.00062420101469951082 -5.2468982948365138e-05
leaf_weight=901 80 83 67 47 58 69 75 76 55 47 794 64 54 1245
leaf_count=901 80 83 67 47 58 69 75 76 55 47 794 64 54 1245
internal_value=0 -9.37714e-06 2.44416e-06 -7.48175e-06 -7.03772e-05 -0.000352556 -6.16775e-05 -1.67918e-05 2.18274e-05 -0.000323609 2.87027e-05 1.75165e-05 0.000304839 4.87208e-07
internal_weight=0 3635 3552 3485 1281 202 144 1079 956 123 2204 2157 118 2039
internal_count=3715 3635 3552 3485 1281 202 144 1079 956 123 2204 2157 118 2039
is_linear=0
shrinkage=0.0995203


Tree=7817
num_leaves=12
num_cat=0
split_feature=10 5 28 17 17 18 20 9 17 26 17
split_gain=0.00149886 0.00184995 0.00156022 0.00091236 0.00108582 0.00232627 0.00805579 0.00109036 0.00108139 0.00468823 0.000995567
threshold=0.09056500000000002 0.62404000000000015 0.080375000000000016 -0.5696199999999999 -0.0071449999999999994 -0.085454999999999989 -0.0058900000000000003 0.11408000000000003 -0.013125 0.08919500000000001 -0.053765
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -6 -7 10 -10 -5
right_child=-2 -3 -4 4 5 7 -8 -9 9 -11 -12
leaf_value=-0.00040155786192468828 0.00042708851287599938 -0.00047287306409828181 0.00047811642030725802 6.8284936495032481e-05 -0.0014932287819435384 0 0.00019256198234548057 -0.00030438223071077943 -5.2361175004864017e-05 0.0010247623735951945 -0.00012968220842369437
leaf_weight=57 80 83 67 1237 47 1452 68 127 125 58 314
leaf_count=57 80 83 67 1237 47 1452 68 127 125 58 314
internal_value=0 -8.37669e-06 2.24679e-06 -6.66703e-06 0 -5.67689e-05 -0.000489295 -2.47492e-05 5.52599e-05 0.000284549 2.76787e-05
internal_weight=0 3635 3552 3485 3428 1694 115 1579 1734 183 1551
internal_count=3715 3635 3552 3485 3428 1694 115 1579 1734 183 1551
is_linear=0
shrinkage=0.0995203


Tree=7818
num_leaves=12
num_cat=0
split_feature=10 5 28 1 17 18 20 35 4 4 2
split_gain=0.00121559 0.00149979 0.00126536 0.000756451 0.000781544 0.00188225 0.00658821 0.00126859 0.00108651 0.00222742 0.00137979
threshold=0.09056500000000002 0.62404000000000015 0.080375000000000016 -0.52333999999999992 -0.0065549999999999992 -0.085454999999999989 -0.0058900000000000003 -1.0000000180025095e-35 0.085720000000000018 0.092345000000000024 -0.081734999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -6 -7 10 -10 -5
right_child=-2 -3 -4 4 5 7 -8 -9 9 -11 -12
leaf_value=-0.00030110391417054367 0.00038458444366193937 -0.00042581267514939079 0.0004305339745589988 8.8445167099452667e-05 -0.0013601361029333858 -0.00049217322948571477 0.00017339800722978804 -5.7020533028910433e-07 0.00070726719900854546 6.8300548950285748e-05 -0.00011222899903574821
leaf_weight=84 80 83 67 878 46 54 68 1490 71 242 552
leaf_count=84 80 83 67 878 46 54 68 1490 71 242 552
internal_value=0 -7.57702e-06 1.96548e-06 -6.03896e-06 1.00803e-06 -4.76604e-05 -0.000438216 -1.82938e-05 4.77727e-05 0.000215857 1.04097e-05
internal_weight=0 3635 3552 3485 3401 1658 114 1544 1743 313 1430
internal_count=3715 3635 3552 3485 3401 1658 114 1544 1743 313 1430
is_linear=0
shrinkage=0.0995203


Tree=7819
num_leaves=11
num_cat=0
split_feature=8 9 4 10 28 26 36 9 4 1
split_gain=0.00107024 0.00248655 0.00529968 0.00111363 0.00094654 0.00108229 0.00104835 0.0010971 0.00108646 0.000241198
threshold=0.10228000000000002 0.11351500000000002 0.096160000000000009 0.089090000000000016 0.080375000000000016 -0.22491999999999998 0.092430000000000026 0.12188500000000002 0.14646500000000004 -0.023499999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 5 -1 7 8 -7 -2
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=-0.00045875676392869932 0.00018804676350694447 -0.00032604000395227052 0.0012829435415341796 -0.00043082757660127687 0.0003679839303820179 0 -0.00047687075570028952 0.00035877547337337336 -0.00043827848159376693 -0.00010029836644504539
leaf_weight=53 55 60 49 62 66 3127 46 83 57 57
leaf_count=53 55 60 49 62 66 3127 46 83 57 57
internal_value=0 0.000213162 0.000419192 -1.26518e-05 -4.85881e-06 -1.24127e-05 -5.02513e-06 1.36798e-06 -7.69176e-06 3.39905e-05
internal_weight=0 221 161 3494 3432 3366 3313 3267 3184 112
internal_count=3715 221 161 3494 3432 3366 3313 3267 3184 112
is_linear=0
shrinkage=0.0995203


Tree=7820
num_leaves=19
num_cat=0
split_feature=6 6 26 3 29 21 11 19 18 18 18 3 8 6 18 0 18 0
split_gain=0.00197724 0.00689447 0.0124876 0.0014831 0.00156619 0.00143924 0.00125335 0.00103136 0.000984554 0.00122394 0.00119247 0.00262716 0.000996777 0.00127514 0.000851552 0.00148963 0.00144776 0.000794333
threshold=0.004915000000000001 0.083720000000000031 0.081750000000000031 0.14823500000000003 0.097705000000000028 0.13677500000000004 -0.37506 0.13722000000000004 -0.14624999999999996 -0.093649999999999997 -0.087529999999999983 0.088185000000000027 -0.090440000000000006 0.087515000000000023 -0.081614999999999993 -0.088174999999999989 -0.060544999999999995 -0.087300000000000003
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 -5 14 -3 -10 11 -11 17 -14 15 -1 -16 -12
right_child=1 8 -4 6 -6 -7 -8 -9 9 10 12 -13 13 -15 16 -17 -18 -19
leaf_value=0.00040863486693929423 -1.268678595393606e-05 -0.00048994778006549789 -0.0020381852472946336 4.3003335262721036e-05 -0.00048179841656822048 0.00053940805890873023 -0.00058110052454524717 -0.00038505952273399551 0.00036253953385092044 4.5743516462684968e-05 -0.00036415269021760022 -0.0009113432226679249 -0.0002511144058806354 7.4622734844152777e-05 -0.00043623745684782348 6.3988953343230894e-05 4.4725967869214316e-05 0
leaf_weight=176 78 48 50 55 52 63 69 51 74 64 134 49 140 778 65 449 1271 102
leaf_count=176 78 48 50 55 52 63 69 51 74 64 134 49 140 778 65 449 1271 102
internal_value=0 -0.000111005 -0.000810293 3.58518e-05 5.56809e-05 6.95447e-05 -0.000297679 5.44254e-05 -4.59746e-05 -2.94725e-05 -5.30144e-05 -0.000362032 -2.20459e-05 2.40543e-05 6.62727e-05 0.000162351 2.0713e-05 -0.000204836
internal_weight=0 1517 128 2251 2127 2075 124 2012 1389 1341 1267 113 1154 918 1961 625 1336 236
internal_count=3768 1517 128 2251 2127 2075 124 2012 1389 1341 1267 113 1154 918 1961 625 1336 236
is_linear=0
shrinkage=0.0995203


Tree=7821
num_leaves=24
num_cat=0
split_feature=6 6 26 2 9 38 18 10 0 26 6 10 2 2 2 6 18 9 2 2 0 9 26
split_gain=0.00165306 0.0113538 0.00118936 0.00149159 0.00128469 0.00123245 0.00114914 0.00137913 0.00127327 0.00364004 0.001682 0.00127134 0.00099851 0.00182216 0.0014209 0.00176025 0.0014207 0.00347748 0.00271027 0.0012306 0.00142764 0.00136134 0.00115086
threshold=0.041585000000000011 0.083720000000000031 -0.23202999999999999 -0.098809999999999995 0.12188500000000002 -0.081654999999999991 -0.081614999999999993 0.090150000000000022 -0.088174999999999989 0.084645000000000012 -0.0087049999999999992 0.082245000000000026 -0.081344999999999987 -0.082294999999999993 -0.080644999999999994 0.089315000000000019 0.090795000000000028 0.090255000000000016 -0.083589999999999984 -0.078129999999999991 -0.079284999999999994 0.08938500000000002 0.090385000000000021
decision_type=2 2 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 -4 8 11 9 -7 -10 -8 13 16 -14 -16 17 18 -3 20 -17 -21 -15
right_child=1 12 4 -5 -6 6 7 -9 10 -11 -12 -13 14 22 15 19 -18 -19 -20 21 -22 -23 -24
leaf_value=6.6412258553558446e-05 -0.001350283109877042 2.2867735555763674e-05 0.00051984039677178821 -0.00072057050263059678 0.00043353238408798525 7.9618337294490185e-05 -3.1212915756090985e-05 -0.0005436012201073591 -8.2762556109501837e-05 0.0010986845874843059 0.0003341957470620456 0.00044048141803326713 -0.0006220330817403349 8.8981287611412219e-05 -0.0006338845635190264 -2.9027655108684549e-05 -0.00046382111719041195 0.00063153819525689622 -0.0006409314058263715 -0.00044955430765581414 0.00068874132296034031 -1.4983093337339968e-05 0.00079604468127430518
leaf_weight=46 69 416 50 46 82 133 1340 50 320 48 136 59 54 50 53 63 65 81 71 91 46 352 47
leaf_count=46 69 416 50 46 82 133 1340 50 320 48 136 59 54 50 53 63 65 81 71 91 46 352 47
internal_value=0 -0.000103873 3.13262e-05 -0.000318181 4.61924e-05 3.09394e-05 1.88283e-05 -2.96873e-05 0.000130473 0.000354391 3.97982e-05 -1.0735e-05 -4.13666e-05 3.79382e-05 -0.000130458 -8.52286e-05 -2.23828e-05 2.66927e-05 -7.2227e-05 -3.10666e-05 0.000266374 -0.0001061 0.000440019
internal_weight=0 1458 2310 92 2218 2136 2086 1449 637 181 456 1399 1389 730 659 605 633 568 487 552 109 443 97
internal_count=3768 1458 2310 92 2218 2136 2086 1449 637 181 456 1399 1389 730 659 605 633 568 487 552 109 443 97
is_linear=0
shrinkage=0.0995203


Tree=7822
num_leaves=24
num_cat=0
split_feature=3 18 3 8 2 2 2 3 3 21 18 18 20 4 3 5 8 8 8 9 4 4 0
split_gain=0.00148329 0.0106641 0.00245377 0.00326675 0.000826504 0.00296145 0.00178433 0.00160703 0.00105145 0.00121609 0.00103075 0.000955918 0.00180361 0.00103442 0.000717636 0.00168785 0.000482384 0.00238276 0.00229172 0.00164265 0.0018699 0.000658216 0.000829898
threshold=0.084380000000000024 -0.095799999999999982 0.084795000000000023 -0.086064999999999989 -0.086304999999999993 -0.086849999999999997 -0.085759999999999989 0.085355000000000028 0.086015000000000022 -0.08861999999999999 -0.092864999999999989 -0.060544999999999995 -0.085204999999999989 0.10353000000000002 0.10636500000000003 0.11286000000000003 -0.08569499999999998 -0.082419999999999993 -0.089044999999999999 0.084055000000000032 0.083555000000000018 0.11541000000000003 -0.08892499999999999
decision_type=2 2 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 10 -6 -8 -9 -10 14 12 -12 -13 15 -4 18 -18 21 20 -19 22 -3
right_child=2 16 4 -5 6 -7 7 8 9 -11 11 13 -14 -15 -16 -17 17 19 -20 -21 -22 -23 -24
leaf_value=-0.0013467914432764324 -7.6063268783878503e-05 6.3518110892097206e-05 0.00040044529815564766 0.0010822981195954516 -0.00058223994260651272 0.00077435406336654464 -0.00049994067937006426 0.00035741222483978041 0.00042008931104092122 -3.3306699202022957e-05 0.00011273455050027644 -6.7482006869573095e-05 -0.00070616951717314652 0.00034288177788174829 0.00052059323183288554 -0.00034048189043188535 -0.0006764904992805136 -0.00062264441160580868 0.00070797460569067697 0.00052963258044312828 0.00020151807103268045 0.00023680589118978417 -0.00046049895393207558
leaf_weight=67 46 56 72 48 58 57 68 75 60 2222 48 272 56 78 57 52 54 46 49 55 65 48 59
leaf_count=67 46 56 72 48 58 57 68 75 60 2222 48 272 56 78 57 52 54 46 49 55 65 48 59
internal_value=0 -0.00017855 5.47073e-06 0.000506732 -9.11193e-06 8.67241e-05 -3.61507e-05 -2.2752e-05 -8.63764e-06 -2.10269e-05 2.37107e-05 -5.4903e-05 -0.000320343 2.16316e-05 0.000225419 8.31321e-05 7.40686e-07 -0.000100568 0.000109734 8.18483e-05 -0.000132652 -6.50828e-05 -0.000198207
internal_weight=0 499 3269 94 3175 692 2483 2425 2357 2282 635 454 104 350 181 124 432 220 212 166 111 163 115
internal_count=3768 499 3269 94 3175 692 2483 2425 2357 2282 635 454 104 350 181 124 432 220 212 166 111 163 115
is_linear=0
shrinkage=0.0995203


Tree=7823
num_leaves=17
num_cat=0
split_feature=6 6 9 9 4 23 3 4 5 4 4 20 18 0 9 9
split_gain=0.00137345 0.0137378 0.00133495 0.00320028 0.00195886 0.00101042 0.000877835 0.00144871 0.00229949 0.00190881 0.000683047 0.00160632 0.000644089 0.00108911 0.00149529 0.00051445
threshold=0.082060000000000022 0.084410000000000027 0.11408000000000003 0.12188500000000002 0.14754500000000006 -0.065019999999999981 0.14823500000000003 0.11670500000000002 -0.43873000000000001 0.11284500000000003 0.09939000000000002 -0.055879999999999992 0.15891500000000006 -0.063914999999999986 0.097035000000000024 0.18114000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 7 9 -9 -7 11 -3 13 14 -13 -5
right_child=1 10 3 15 -6 6 -8 8 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.00038642919855692067 -0.0017865199567816299 -0.00051115042271895666 -0.00094899175335925047 0.00028099385467087124 0.00062540805072288264 4.8850232209757561e-05 -0.00028135079714786208 0.00077397472811029447 2.8928389374430117e-05 -0.00055631911276930127 0.0002661923510817688 1.1359939704177155e-06 -0.00038792319318901706 0.00039394590738325104 -0.00040143838148644194 -0.00017586530640759007
leaf_weight=55 46 72 46 50 57 1797 78 70 105 53 69 1015 47 62 100 46
leaf_count=55 46 72 46 50 57 1797 78 70 105 53 69 1015 47 62 100 46
internal_value=0 -9.45529e-05 2.94661e-05 -0.000265449 4.87422e-05 3.31312e-05 4.44932e-05 5.74485e-05 0.000331625 3.10704e-05 -3.69344e-05 -5.37048e-05 -2.61274e-05 -1.09846e-05 -3.42352e-05 5.35548e-05
internal_weight=0 1411 2357 142 2215 2158 2103 2025 175 1850 1365 1296 1224 1177 1115 96
internal_count=3768 1411 2357 142 2215 2158 2103 2025 175 1850 1365 1296 1224 1177 1115 96
is_linear=0
shrinkage=0.0995203


Tree=7824
num_leaves=19
num_cat=0
split_feature=3 18 5 3 18 9 9 3 26 21 9 18 5 9 6 36 26 3
split_gain=0.0113157 0.0546281 0.00416259 0.00128362 0.00403399 0.00129072 0.00164928 0.00445812 0.00179011 0.00131097 0.00126977 0.00458152 0.00534166 0.00221082 0.00167906 0.000656082 0.000813212 0.00055252
threshold=0.081685000000000021 -0.090254999999999988 0.6362850000000001 0.083955000000000016 -0.011569999999999999 0.08938500000000002 0.088710000000000025 0.089735000000000023 0.12396500000000002 -0.075024999999999994 0.092855000000000021 0.090795000000000028 -0.012704999999999999 0.093335000000000015 0.11816500000000002 0.089700000000000016 0.047170000000000011 -0.03893499999999999
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 8 -8 9 -5 11 12 -7 -12 -15 16 17 -3
right_child=2 15 -4 5 -6 10 7 -9 -10 -11 13 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.0037396519101402723 0.0010038216566531295 -0.000212890945517832 0.00097441642682030011 0.00024976203407419014 -0.00012911870999174224 0.00084662300278761434 0.00020658057348038215 -0.0010459177074944503 -0.0005650594970677236 -1.3943918464166764e-05 -0.00060274711730764325 -0.00036260717636930326 1.207388113931524e-05 0.00013410570767830707 -0.00025714056540464996 -0.00025514541080526038 0.00043406509930266307 0.00023024481137853798
leaf_weight=46 54 69 48 211 71 156 57 54 54 1593 50 91 152 747 126 66 54 46
leaf_count=46 54 69 48 211 71 156 57 54 54 1593 50 91 152 747 126 66 54 46
internal_value=0 -0.000603283 5.33524e-05 4.01704e-05 0.000353763 2.80107e-05 -2.27174e-05 -0.000395368 -1.40481e-08 1.6446e-05 0.000104185 0.00025291 0.000437426 3.90061e-05 7.66994e-05 7.16207e-06 0.000114446 -2.85181e-05
internal_weight=0 281 3464 3416 125 3291 1969 111 1858 1804 1322 399 308 923 873 235 169 115
internal_count=3745 281 3464 3416 125 3291 1969 111 1858 1804 1322 399 308 923 873 235 169 115
is_linear=0
shrinkage=0.0995203


Tree=7825
num_leaves=18
num_cat=0
split_feature=5 2 2 8 27 18 18 17 20 2 26 8 2 5 18 18 7
split_gain=0.00374887 0.00455319 0.0163691 0.034368 0.00192935 0.00126882 0.001223 0.00173516 0.00104757 0.000624985 0.000780168 0.000645122 0.00103875 0.00101066 0.00182927 0.00113403 0.000564198
threshold=0.6362850000000001 -0.096664999999999987 -0.122295 -0.075129999999999988 -0.01137 -0.098315 -0.0039399999999999991 -0.15802999999999998 -0.079725000000000004 -0.089054999999999995 -0.0026699999999999996 0.010485000000000003 -0.051635 0.51100000000000012 -0.1394 -0.46510999999999997 0.058975000000000007
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 -1 -7 -8 -5 10 -6 13 -13 14 -11 -15 -9
right_child=-2 4 3 8 9 6 7 16 -10 11 -12 12 -14 15 -16 -17 -18
leaf_value=0.00049622303888434242 0.00087744231287905457 -0.00043138192572593503 -0.003105154029123701 0.00028029769644796282 -1.4597794092884159e-05 -0.00042945558672707646 0.00064082624663844929 -0.0001522835439335652 -0.00034973561084085397 0.0004166032408477804 0.00049366384762925257 0.00052168933696593962 -7.3281138910916155e-05 5.0303440542421319e-05 2.3342449801058187e-05 -0.00062289488016137719 0.00024882202892062067
leaf_weight=66 48 85 56 50 48 51 48 121 54 123 68 68 47 46 2669 49 48
leaf_count=66 48 85 56 50 48 51 48 121 54 123 68 68 47 46 2669 49 48
internal_value=0 -7.69004e-06 -0.0002891 -0.00111725 3.54564e-05 0.000105166 5.80583e-06 0.000111875 -3.89636e-05 4.84455e-05 0.000276292 3.93686e-05 0.000271409 2.9842e-05 4.09605e-05 -0.000288308 -3.35161e-05
internal_weight=0 3697 494 160 3203 334 268 217 104 3118 116 3002 115 2887 2792 95 169
internal_count=3745 3697 494 160 3203 334 268 217 104 3118 116 3002 115 2887 2792 95 169
is_linear=0
shrinkage=0.0995203


Tree=7826
num_leaves=14
num_cat=0
split_feature=3 4 5 27 20 3 18 3 7 0 18 4 8
split_gain=0.00929606 0.0504985 0.00270048 0.00129122 0.000998142 0.000971266 0.00335492 0.00104815 0.000851546 0.000910197 0.000447666 0.00048485 0.000777905
threshold=0.081685000000000021 0.077845000000000025 0.6362850000000001 -0.01137 -0.063689999999999983 0.083955000000000016 -0.011569999999999999 0.084380000000000024 -0.075879999999999989 -0.14909499999999998 -0.019539999999999998 0.11670500000000002 -0.080445000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -5 -7 -9 -10 -3 -12 -13
right_child=2 10 -4 5 -6 7 -8 8 9 -11 11 12 -14
leaf_value=-0.0035242532970396244 0 0.00032654327003509259 0.00079011907612347909 0.00091372266055457898 -0.00065714028754845929 -0.00031535567780013933 -0.0001187699246185597 0.0004432152479649518 -0.00013075540273133185 5.6508922652390011e-05 -0.00019639476619470817 0.00040403413593622056 -0.00013551903386682006
leaf_weight=47 46 46 48 54 46 81 71 53 281 2784 85 51 52
leaf_count=47 46 46 48 54 46 81 71 53 281 2784 85 51 52
internal_value=0 -0.000547167 4.79913e-05 3.73236e-05 -0.000329335 4.77181e-05 0.000320718 3.67948e-05 4.62056e-05 3.90734e-05 4.72973e-05 -1.66745e-05 0.000123691
internal_weight=0 281 3464 3416 92 3324 125 3199 3118 3065 234 188 103
internal_count=3745 281 3464 3416 92 3324 125 3199 3118 3065 234 188 103
is_linear=0
shrinkage=0.0995203


Tree=7827
num_leaves=14
num_cat=0
split_feature=3 18 10 27 36 26 3 2 3 8 18 0 0
split_gain=0.00753716 0.0443787 0.00199507 0.00139702 0.000844955 0.00112414 0.000787607 0.00274018 0.000846449 0.000672828 0.000661528 0.00165798 0.000851219
threshold=0.081685000000000021 -0.090254999999999988 0.089800000000000033 -0.01137 0.089700000000000016 0.047170000000000011 0.083955000000000016 -0.086304999999999993 0.084380000000000024 -0.080659999999999996 -0.091869999999999993 -0.095114999999999991 -0.14909499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 9 7 -5 -8 -3 11 -10 -12
right_child=2 4 -4 6 -6 -7 8 -9 10 -11 12 -13 -14
leaf_value=-0.0033198582761023512 -0.00037033215524792402 -0.0002583027259010698 0.00056227501338340852 -0.0001634655491255362 -0.00023953842732545049 0.00055250966357226828 -0.00028397154529909889 0.00076024970285187019 0.0007095845435180566 0.00022460365483972314 -0.00014776454087201278 8.555578762064617e-05 3.9537966453464801e-05
leaf_weight=46 83 53 72 63 66 54 81 62 47 62 267 475 2314
leaf_count=46 83 53 72 63 66 54 81 62 47 62 267 475 2314
internal_value=0 -0.000492713 4.31896e-05 3.193e-05 5.72032e-05 0.000177934 4.22674e-05 0.000288148 3.23573e-05 0 4.08785e-05 0.000143311 1.98447e-05
internal_weight=0 281 3464 3392 235 169 3309 125 3184 115 3103 522 2581
internal_count=3745 281 3464 3392 235 169 3309 125 3184 115 3103 522 2581
is_linear=0
shrinkage=0.0995203


Tree=7828
num_leaves=20
num_cat=0
split_feature=21 21 1 28 18 3 26 26 9 8 26 26 29 10 18 20 3 2 21
split_gain=0.0026905 0.0167842 0.024633 0.00737022 0.00202889 0.00211523 0.00132057 0.00599868 0.00190076 0.00624826 0.00222838 0.00130458 0.00260837 0.00125476 0.00125353 0.000999809 0.000908627 0.00224271 0.00126645
threshold=0.089665000000000022 0.09185500000000002 0.0015850000000000003 0.078440000000000024 -0.1394 0.08777500000000002 0.11127500000000003 0.10603500000000003 0.11296000000000002 -0.052214999999999998 0.11861500000000001 -0.2382 0.075910000000000019 0.090150000000000022 -0.10726999999999999 0.15091500000000005 0.08844500000000001 -0.079739999999999991 0.10496500000000002
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 -1 7 13 9 10 -8 -3 15 14 -6 16 18 -18 -13
right_child=1 11 -4 -5 6 -7 8 -9 -10 -11 -12 12 -14 -15 -16 -17 17 -19 -20
leaf_value=0.0008308304076391096 -0.00011796448137048912 -0.00053205986472723023 -0.0030172375587046202 -0.0012249366174991803 -0.00037224044374139706 3.7725057079556348e-05 -0.00095595462141009663 0.0011627683767434448 -0.00061677049606083736 0.00073364297013604177 -9.1320654023603233e-05 0.00057052148754994686 0.00073284078682032678 -0.00046086645822086608 5.1848683930627446e-05 0.00034906900698491831 -0.00040724235914568844 6.3897792271439248e-06 -0.00013475385418043514
leaf_weight=65 75 46 48 46 71 73 50 47 73 70 78 50 47 51 2108 63 178 466 48
leaf_count=65 75 46 48 46 71 73 50 47 73 70 78 50 47 51 2108 63 178 466 48
internal_value=0 -0.000165689 -0.00125604 2.34983e-05 4.51836e-05 0.000417221 2.47127e-05 4.97125e-05 -0.00018232 -1.80088e-05 -0.000435464 -1.54301e-05 1.15023e-05 2.58863e-05 3.76546e-05 -2.95963e-05 -6.28504e-05 -0.000106666 0.000216727
internal_weight=0 1021 123 2732 2686 138 2548 2277 271 198 128 898 852 2230 2179 805 742 644 98
internal_count=3753 1021 123 2732 2686 138 2548 2277 271 198 128 898 852 2230 2179 805 742 644 98
is_linear=0
shrinkage=0.0995203


Tree=7829
num_leaves=33
num_cat=0
split_feature=9 9 8 3 9 3 9 17 2 17 3 3 17 5 2 3 0 8 5 5 3 3 8 3 3 9 0 9 3 5 9 9
split_gain=0.0019659 0.0163942 0.0234958 0.00775379 0.00846245 0.00300453 0.0101534 0.00515188 0.00148746 0.00110262 0.00160607 0.00387665 0.0016743 0.00107185 0.00333997 0.00228837 0.000985258 0.00158233 0.00169211 0.00271441 0.00146753 0.00140456 0.00144595 0.00121251 0.00117617 0.000892851 0.00173124 0.00135775 0.000832705 0.000818312 0.000545206 0.00129183
threshold=0.088325000000000028 0.08895500000000002 -0.083674999999999986 0.086895000000000014 0.10371500000000002 0.090360000000000024 0.091690000000000021 -0.0077549999999999997 -0.089054999999999995 0.063160000000000022 0.11061500000000002 0.11462500000000002 0.043850000000000007 -0.040404999999999996 -0.073884999999999992 0.096265000000000031 -0.23032 -0.072559999999999999 -0.45822499999999994 -0.089564999999999992 0.08622500000000001 0.08622500000000001 -0.082014999999999991 0.088535000000000016 0.087625000000000022 0.083875000000000019 -0.085794999999999996 0.084380000000000024 0.084735000000000019 -0.52786999999999995 0.083760000000000015 0.08679000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 7 -5 28 10 12 -12 -7 15 -15 -11 29 21 -19 -20 -21 25 24 -24 -23 26 -18 -27 -1 -10 -30 -32
right_child=1 3 -4 5 -6 9 -8 -9 16 13 11 -13 -14 14 -16 -17 17 18 19 20 -22 22 23 -25 -26 27 -28 -29 30 -31 31 -33
leaf_value=0.00050436720186643766 0.00034540100953763111 -0.0018226510569061443 -0.002584502777770508 -0.00056420477531546472 2.9754282720094352e-05 -0.00011380119549262194 0.0016735234585277378 0.00073913423836119018 4.420648151389049e-05 -0.00046448435117646278 0.00077277760159336756 -7.4085172797823515e-05 -0.00064528506265589924 -0.00017250988858065477 0.00074818808178528178 0.000239406873430641 0.00032297318460209831 -0.00024594730966898208 0.00086243345658247952 0.00050292145095082457 0 0.0003498416423196315 5.9121297042096065e-05 -0.00051970005049753519 3.8404708150296087e-05 -0.00062188097880205156 -0.00031908269709363579 -0.00013824183885232047 -7.5137683156102552e-05 -0.00044502768286459166 0.00065273564914771441 -3.8280005616650821e-05
leaf_weight=91 48 48 61 75 48 492 47 50 52 73 67 261 68 70 85 122 90 70 66 82 202 159 66 73 524 78 77 247 73 84 48 56
leaf_count=91 48 48 61 75 48 492 47 50 52 73 67 261 68 70 85 122 90 70 66 82 202 159 66 73 524 78 77 247 73 84 48 56
internal_value=0 -0.000108017 -0.00128676 -2.21588e-05 -0.000887921 3.62062e-05 0.000426145 -3.63201e-05 3.73057e-05 -1.73084e-05 -7.68562e-05 9.64063e-05 -0.0001798 0.000131434 0.000327108 -1.99031e-05 5.4329e-06 2.60918e-05 0.000194487 0.000284913 0.000147818 -2.71102e-05 5.17414e-05 -0.000238975 0.000112105 -0.000160514 2.20335e-05 -0.000256834 0.000256647 -0.000251948 0.000124663 0.000272779
internal_weight=0 1615 109 1506 96 1410 172 125 2138 1238 888 328 560 350 155 195 1870 1734 420 350 284 1314 822 139 683 492 167 325 268 136 177 104
internal_count=3753 1615 109 1506 96 1410 172 125 2138 1238 888 328 560 350 155 195 1870 1734 420 350 284 1314 822 139 683 492 167 325 268 136 177 104
is_linear=0
shrinkage=0.0995203


Tree=7830
num_leaves=22
num_cat=0
split_feature=20 20 2 28 0 0 20 2 9 2 17 17 20 17 9 17 0 2 4 27 9
split_gain=0.00217393 0.0106139 0.0250353 0.00375464 0.00143609 0.000950514 0.00093216 0.00184305 0.00130897 0.00162425 0.00151681 0.00151078 0.00100587 0.000929474 0.0016081 0.00123914 0.000927589 0.000861602 0.00108887 0.00159394 0.000765694
threshold=-0.077945 -0.080934999999999993 -0.080604999999999996 0.080375000000000016 -0.225295 -0.090939999999999993 -0.074014999999999984 -0.075899999999999995 0.09667000000000002 -0.046564999999999995 0.51392000000000015 0.12439000000000001 -0.058504999999999995 -0.45712999999999998 0.089025000000000021 -0.17921000000000001 -0.25289499999999993 0.096520000000000022 0.085990000000000025 0.085775000000000032 0.083925000000000013
decision_type=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 4 16 -4 7 -6 10 11 12 -10 -8 14 -1 -15 -2 18 20 -20 -17
right_child=3 2 5 -5 6 -7 8 -9 9 -11 -12 -13 -14 15 -16 17 -18 -19 19 -21 -22
leaf_value=-0.00010272976169385687 8.9970406928688121e-06 -0.0025889269611436478 0.00034906866025088935 -0.00080108953510103287 0 -0.00025242928201831216 0.00050318126018036814 0.00080136522871212753 -9.0006118704863246e-05 0.00033270469525923388 0.00062339642841988498 -0.00058621867800588256 4.8868343432226078e-05 -0.00050143043588542018 0.00064428931396164231 -0.00030704813340437726 -0.00052932775204747162 -0.00036370885886700559 0.00075604968391219539 -4.4475778538472687e-05 3.296725113359623e-05
leaf_weight=55 52 56 47 54 70 58 50 48 356 71 49 75 1945 54 56 80 71 59 47 48 352
leaf_count=55 52 56 47 54 70 58 50 48 356 71 49 75 1945 54 56 80 71 59 47 48 352
internal_value=0 -0.00015627 -0.000889532 2.01787e-05 3.63851e-05 9.01625e-06 5.19969e-05 0.000326394 3.89578e-05 -0.000104356 7.45556e-05 -0.000178253 6.0665e-05 0 0.00026677 -4.5179e-05 -0.000295088 -1.7384e-06 3.72325e-05 0.000342957 -2.81036e-05
internal_weight=0 912 161 2841 2787 105 2664 118 2546 502 2044 431 1995 751 111 640 123 586 527 95 432
internal_count=3753 912 161 2841 2787 105 2664 118 2546 502 2044 431 1995 751 111 640 123 586 527 95 432
is_linear=0
shrinkage=0.0995203


Tree=7831
num_leaves=24
num_cat=0
split_feature=20 20 28 0 6 2 17 20 20 9 8 1 17 9 9 8 9 17 17 9 20 2 3
split_gain=0.00213889 0.0275955 0.00205681 0.00110117 0.000969006 0.00124996 0.00144982 0.00140243 0.00123466 0.00200454 0.00116305 0.00089188 0.000996699 0.000859449 0.00411727 0.0112398 0.00190062 0.00690188 0.00151163 0.00138748 0.00109272 0.00107994 0.000756856
threshold=-0.080674999999999997 -0.081374999999999989 0.080375000000000016 -0.225295 -0.091244999999999993 -0.086254999999999984 0.097480000000000025 -0.08588999999999998 -0.096095 0.088995000000000019 -0.017214999999999998 -0.048734999999999994 -0.23769999999999999 0.092855000000000021 0.091750000000000012 -0.074504999999999988 0.094375000000000028 -0.040099999999999997 0.50644500000000015 0.091070000000000026 -0.074014999999999984 -0.097424999999999998 0.090835000000000013
decision_type=2 2 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 22 10 7 11 8 9 -6 -1 -7 -13 14 19 -16 17 -15 20 21 -18 -5 -2
right_child=2 -3 -4 13 5 6 -8 -9 -10 -11 -12 12 -14 16 15 -17 18 -19 -20 -21 -22 -23 -24
leaf_value=1.1790201079923593e-05 -0.00058090952376466597 -0.0022956048946730571 -0.00053110583322268077 0.00030721262872963553 -0.00025812128828299171 -0.000479764031793473 -0.00070265664024306339 0.00055233970375798082 -0.00040545771651332119 0.00055089852863711116 0.00062544135129793412 0.00034215898290434229 -0.00012912066374699046 -0.001350568789624605 -0.00031373763382878641 0.0016974196791406089 0.00032292117227265702 0.00018006860193977599 0.00043537435351326248 -0.00037908065524201934 -7.5165854543421677e-05 3.695944369834984e-05 -5.9203488426899568e-05
leaf_weight=89 46 56 66 163 57 50 46 56 56 63 49 58 188 47 55 54 77 75 78 73 582 1590 79
leaf_count=89 46 56 66 163 57 50 46 56 56 63 49 58 188 47 55 54 77 75 78 73 582 1590 79
internal_value=0 -0.000168462 1.76182e-05 3.03055e-05 -8.70809e-09 -5.80826e-05 -0.000179996 0.000118105 -1.54088e-05 0.000159792 0.000235613 -9.60057e-05 -1.46782e-05 4.34853e-05 8.03997e-05 0.000675106 -3.87157e-05 -0.000402893 2.04581e-05 4.44514e-05 -2.74096e-05 6.25555e-05 -0.00025774
internal_weight=0 768 2985 2919 712 574 342 232 176 120 138 296 246 2794 1935 109 859 122 737 1826 659 1753 125
internal_count=3753 768 2985 2919 712 574 342 232 176 120 138 296 246 2794 1935 109 859 122 737 1826 659 1753 125
is_linear=0
shrinkage=0.0995203


Tree=7832
num_leaves=31
num_cat=0
split_feature=10 0 0 9 1 1 1 1 1 10 1 0 8 18 17 1 1 17 8 8 9 0 9 20 1 2 2 8 2 4
split_gain=0.00440059 0.00202148 0.00826089 0.0169483 0.0226996 0.00346381 0.0251494 0.00185073 0.00443642 0.00157751 0.00156315 0.00230556 0.00146311 0.0017924 0.001713 0.00142678 0.00137093 0.00144795 0.00416122 0.00283326 0.00112406 0.00208356 0.00135702 0.00115288 0.00190492 0.00176901 0.000847742 0.00146376 0.000891256 0.00037277
threshold=0.089800000000000033 -0.084369999999999987 -0.082224999999999993 0.088510000000000019 -0.047889999999999995 -0.049499999999999995 -0.078509999999999983 -0.080349999999999991 -0.088174999999999989 0.084475000000000022 -0.081224999999999992 -0.081534999999999982 -0.081415000000000001 0.090795000000000028 -0.013125 -0.073104999999999989 -0.09225499999999999 -0.0088649999999999996 -0.086404999999999996 -0.089044999999999999 0.083925000000000013 -0.090789999999999996 0.084565000000000015 -0.071149999999999991 0.0022300000000000006 0.09556000000000002 -0.084869999999999987 -0.012329999999999999 -0.089054999999999995 0.077765000000000015
decision_type=2 2 2 2 2 2 2 2 2 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 6 16 8 -3 10 12 -12 14 -14 -4 -13 29 18 -18 -19 21 23 -22 25 -25 -7 28 -28 -24 -1
right_child=-2 2 9 4 -6 20 -8 -9 -10 -11 11 15 13 -15 -16 -17 17 19 -20 -21 22 -23 26 24 -26 -27 27 -29 -30 -31
leaf_value=0.00050097454718976285 0.00075553889047038486 0.00040613913598021626 -0.00031282094547815535 0.0032936462974443802 0.00019638560553638648 1.9161241728949756e-06 -0.0024404353139815538 0.00041992219159954378 -0.00092108436438146518 -0.00047728841287682873 -0.00068280976431414782 -0.00025272201384990504 0.00036995878351435511 -0.00015377640807195074 0.00033836858275474569 7.156602105285469e-05 9.8337925808915537e-05 -0.00030844961432830337 -0.0010179086636143482 0.00051074105506843765 0.00056452402231789813 -0.00064273006184098036 4.7799461919134955e-05 -0.00048245699058975603 5.0236076108598419e-05 0.00068035261801967196 0.00023104847285812559 -0.00034484364950679894 -0.00046828832507102151 0.00010342933568814133
leaf_weight=50 91 51 105 46 49 122 47 77 48 56 49 161 370 76 64 803 78 88 56 79 70 52 111 90 247 57 402 48 46 56
leaf_count=50 91 51 105 46 49 122 47 77 48 56 49 161 370 76 64 803 78 88 56 79 70 52 111 90 247 57 402 48 46 56
internal_value=0 5.39748e-05 0.000123052 0.000633222 0.00170473 -2.50286e-05 -0.000260683 5.01991e-05 -0.000229094 4.04659e-05 5.87785e-05 -1.64644e-05 0.000184046 0.000278877 -6.13727e-05 1.65567e-05 -6.95554e-06 -0.000117305 -0.000362044 7.41698e-05 6.02473e-05 -4.18727e-05 0.000147135 1.70924e-05 -8.95971e-05 0.000222528 9.76521e-05 0.000167801 -9.81969e-05 0.000298674
internal_weight=0 3654 1955 271 95 1699 454 176 99 1684 1628 1013 615 446 169 964 407 301 134 167 1245 568 677 516 337 179 607 450 157 106
internal_count=3745 3654 1955 271 95 1699 454 176 99 1684 1628 1013 615 446 169 964 407 301 134 167 1245 568 677 516 337 179 607 450 157 106
is_linear=0
shrinkage=0.0995203


Tree=7833
num_leaves=22
num_cat=0
split_feature=5 8 8 8 8 20 19 26 9 18 18 17 26 18 5 9 17 17 20 8 5
split_gain=0.00347986 0.00173297 0.0111809 0.00215649 0.015432 0.0014541 0.00114515 0.00116828 0.00995658 0.00328079 0.0011464 0.00193248 0.00144482 0.00104859 0.000840301 0.00149458 0.00091145 0.000308509 0.000652148 0.000725552 0.000142597
threshold=0.6362850000000001 -0.096609999999999988 -0.105475 -0.088634999999999992 -0.089594999999999994 -0.053499999999999999 -0.07525999999999998 0.11023000000000002 0.092465000000000033 0.11061000000000003 -0.090104999999999991 -0.14679499999999998 -0.011984999999999999 -0.089234999999999995 -0.087699999999999986 0.086885000000000032 -0.053765 -0.059294999999999994 -0.052259999999999994 -0.39070999999999995 -0.02504
decision_type=2 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 4 5 -3 -5 10 -9 -10 11 -8 -12 -1 15 -7 -16 20 -19 -20 -15
right_child=-2 3 -4 6 -6 14 7 8 9 -11 12 -13 -14 17 16 -17 -18 18 19 -21 -22
leaf_value=0.00049522641274577764 0.00088996054441324427 0.00049376587795952947 -0.0011898937673153491 -0.00041807428966431694 0.0018285526115944723 -0.00019902084202932073 -1.0191685531307705e-05 0.0014597857334982089 -0.0002661564095367239 0.00043185474662006673 0.00016233823312458449 0.00036032451118623253 -4.7726227433954174e-05 0 5.3750413004343444e-05 0.00052677385225335298 -0.00048602204681118342 0.00033150017046231601 -0.00018125238000218395 0.00017052960119717244 -0.00025056388928088789
leaf_weight=53 50 53 81 50 56 64 293 55 177 107 417 259 1458 46 49 49 74 73 119 113 49
leaf_count=53 50 53 81 50 56 64 293 55 177 107 417 259 1458 46 49 49 74 73 119 113 49
internal_value=0 5.28428e-05 -0.000112338 8.10065e-05 0.000316319 2.04579e-05 5.18867e-05 6.06779e-05 0.00023418 -2.90818e-07 3.61061e-05 0.000162173 -5.71288e-07 7.85305e-05 -8.23672e-05 0.00010846 -0.000264335 2.12717e-05 7.18044e-05 -6.38173e-06 -0.000132348
internal_weight=0 3695 534 3161 345 289 2816 2766 339 284 2427 552 1875 453 236 113 123 400 305 232 95
internal_count=3745 3695 534 3161 345 289 2816 2766 339 284 2427 552 1875 453 236 113 123 400 305 232 95
is_linear=0
shrinkage=0.0995203


Tree=7834
num_leaves=21
num_cat=0
split_feature=10 8 8 8 8 10 1 1 18 1 3 1 6 8 9 17 8 17 17 3
split_gain=0.00341268 0.00165641 0.0134187 0.00146379 0.00984023 0.00126368 0.00140354 0.00711426 0.00339796 0.002176 0.00373677 0.0020684 0.000796245 0.00169521 0.000746404 0.000825143 0.0007676 0.000761631 0.000498362 0.000932244
threshold=0.089800000000000033 -0.10337499999999999 -0.11257499999999999 -0.088734999999999994 -0.089779999999999985 0.084475000000000022 -0.082489999999999994 -0.084204999999999988 -0.092864999999999989 -0.076894999999999991 0.089655000000000026 -0.073844999999999994 0.092120000000000021 -0.14546000000000001 0.089435000000000028 -0.0058449999999999995 -0.092844999999999997 -0.016659999999999998 0.12439000000000001 0.13345500000000002
decision_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 14 6 7 8 -5 10 -8 -11 13 18 15 17 -17 -3 19 -1
right_child=-2 3 -4 5 -6 -7 9 -9 -10 11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=9.9101622498006198e-05 0.00066050436508536398 -1.4739934378909241e-05 -0.0015776187294407058 0.00044909510705269456 0.0014698868330222021 -0.00042477816288305519 -0.00075713151085411235 0.0011565191341409509 -6.431440881476147e-05 0.00068976636599580872 7.4441495927595472e-05 2.6540235219522635e-05 -0.00031163048007702753 0.00066818236849408011 0.00033686319075640852 1.2806888691298161e-05 -0.00044523781462645708 0.00046982064148425886 0.00033162557364342177 -0.00033217585686549174
leaf_weight=168 91 92 56 173 56 56 95 66 481 48 119 1777 46 49 70 73 66 47 46 70
leaf_count=168 91 92 56 173 56 56 95 66 481 48 119 1777 46 49 70 73 66 47 46 70
internal_value=0 4.26487e-05 -0.000139013 6.74519e-05 0.000245019 4.16772e-05 5.14417e-05 0.000170956 7.02441e-05 8.83789e-06 -0.000290889 4.44326e-05 7.13918e-05 0.00012676 4.55608e-05 -2.48441e-05 -0.000198793 0.000143215 3.04632e-05 -2.43051e-05
internal_weight=0 3654 435 3219 404 2815 2759 720 654 2039 214 1825 379 333 348 278 139 139 284 238
internal_count=3745 3654 435 3219 404 2815 2759 720 654 2039 214 1825 379 333 348 278 139 139 284 238
is_linear=0
shrinkage=0.0995203


Tree=7835
num_leaves=27
num_cat=0
split_feature=10 0 9 9 3 26 9 26 26 26 1 3 9 0 8 8 8 5 3 0 1 6 9 20 3 6
split_gain=0.00277348 0.00794961 0.00164662 0.00478665 0.0144769 0.00403499 0.00224572 0.00974959 0.00218026 0.00688285 0.00263 0.00210196 0.00243034 0.0045841 0.00202203 0.00201008 0.0026756 0.00190494 0.00372908 0.00179312 0.00110967 0.00139183 0.00140959 0.00135466 0.00110333 0.000672678
threshold=0.089450000000000016 -0.061654999999999995 0.083995000000000028 0.08073000000000001 0.086965000000000028 0.085855000000000029 0.092465000000000033 0.10812000000000002 0.09271500000000002 0.091400000000000023 -0.082489999999999994 0.11896500000000003 0.11351500000000002 -0.051999999999999998 -0.080835000000000004 -0.080445000000000003 -0.077604999999999993 0.2686150000000001 0.10556500000000002 -0.073219999999999993 -0.50597999999999999 -0.083069999999999991 -0.063329999999999984 -0.094259999999999997 0.097095000000000029 -0.0087049999999999992
decision_type=2 2 2 2 2 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 17 5 25 7 8 9 14 -10 15 -13 -14 -4 24 -17 20 -19 -18 -1 22 -22 -23 -8 -5
right_child=1 -3 6 4 -6 -7 11 -9 10 -11 -12 12 13 -15 -16 16 19 18 -20 -21 21 23 -24 -25 -26 -27
leaf_value=-0.00038550187768827244 -0.00031429057129647497 0.0015048468988726256 1.5548155417038628e-05 -1.6505161694470529e-05 -0.001984983892612082 -0.0007956368271563978 0.00049334278388566116 0.0015914611493318361 0.00024124946869181257 0.0010234704761146012 -0.00064995198467378832 0.00064351112058148006 -0.00079417725219106943 0.00058059505939909691 0.00031051977911143134 -0.00089978174839096736 4.8734480804369854e-05 0.0010849726502870421 -9.3882615892872475e-05 -0.00028904342442193315 8.3257008122582013e-05 -0.00025715626678572657 -0.00025786542907264598 0.00026942371606648765 -5.1148815610330486e-05 0.00045059587211423167
leaf_weight=72 47 47 872 46 49 50 77 46 56 85 76 90 46 50 316 47 312 48 57 304 236 57 239 279 66 75
leaf_count=72 47 47 872 46 49 50 77 46 56 85 76 90 46 50 316 47 312 48 57 304 236 57 239 279 66 75
internal_value=0 0.00058657 3.82252e-05 -5.64127e-05 -0.000476497 -3.94527e-05 8.53563e-05 0.000164338 0.000117031 0.000157356 -0.000265665 -2.93448e-05 0.000271041 -6.96227e-05 9.46977e-05 -9.96802e-05 -0.000173384 3.62997e-05 0.000437226 -0.000116632 -1.04485e-05 2.18391e-05 -8.6658e-05 0.000177657 0.000236314 0.000266255
internal_weight=0 94 3651 1208 220 171 2443 1451 1405 1273 132 992 186 96 1188 806 663 988 105 616 883 811 475 336 143 121
internal_count=3745 94 3651 1208 220 171 2443 1451 1405 1273 132 992 186 96 1188 806 663 988 105 616 883 811 475 336 143 121
is_linear=0
shrinkage=0.0995203


Tree=7836
num_leaves=9
num_cat=0
split_feature=19 17 29 6 17 8 2 8
split_gain=0.0147008 0.00957959 0.0040864 0.00321601 0.00215471 0.00128728 0.00129089 0.00123556
threshold=0.14107000000000006 -0.57205499999999987 0.12330000000000002 -0.52821499999999999 -0.55754499999999996 -0.076554999999999998 -0.097424999999999998 -0.073644999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -7
right_child=-2 2 -4 4 5 7 -8 -9
leaf_value=-0.0013745027141347109 -0.0018105353200698027 -0.00071325228657901274 0.00085028482645393402 0.00058009843533262165 0.00031470382692502357 -0.00042278680405519783 1.6506245947775273e-05 -5.6939940147105733e-05
leaf_weight=51 46 64 55 62 157 99 1819 1392
leaf_count=51 46 64 55 62 157 99 1819 1392
internal_value=0 -1.99731e-05 -8.11959e-07 -1.4068e-05 -1.15601e-06 -1.17866e-05 4.06134e-05 -8.17806e-05
internal_weight=0 3699 3648 3593 3529 3467 1976 1491
internal_count=3745 3699 3648 3593 3529 3467 1976 1491
is_linear=0
shrinkage=0.0995203


Tree=7837
num_leaves=12
num_cat=0
split_feature=19 18 30 1 9 17 19 3 4 21 3
split_gain=0.0119201 0.0115388 0.00331258 0.00183771 0.00273423 0.0015034 0.00140655 0.00104162 0.00101345 0.00100384 0.000896575
threshold=0.14107000000000006 0.30956000000000011 -1.0000000180025095e-35 0.50644500000000015 -0.063329999999999984 -0.55754499999999996 0.075380000000000016 0.13345500000000002 0.09939000000000002 -0.084114999999999995 0.082130000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 8 10 -5 -4 -8 -7
right_child=-2 -3 3 4 -6 6 9 -9 -10 -11 -12
leaf_value=0.00084154735083577135 -0.0016303504766259234 -0.001535031040793375 5.5738806530787049e-05 -0.00027893767480587702 -0.00072888438224676978 0.00019571322209475841 0.00058168758596094513 0.00038117091602154682 0.00069908754230681874 0.00010685930164766174 -4.1830102971233114e-05
leaf_weight=46 46 49 52 47 85 166 52 47 51 353 2751
leaf_count=46 46 49 52 47 85 166 52 47 51 353 2751
internal_value=0 -1.79633e-05 2.17854e-06 -8.30769e-06 -0.000319275 7.70532e-06 -3.66081e-06 4.24079e-05 0.000382238 0.000169846 -2.80314e-05
internal_weight=0 3699 3650 3604 179 3425 3322 94 103 405 2917
internal_count=3745 3699 3650 3604 179 3425 3322 94 103 405 2917
is_linear=0
shrinkage=0.0995203


Tree=7838
num_leaves=24
num_cat=0
split_feature=26 2 20 4 9 2 8 8 2 2 8 8 26 2 5 8 5 8 5 9 8 26 9
split_gain=0.00515062 0.0020054 0.00449663 0.00866574 0.00284553 0.0106404 0.00178827 0.00406302 0.00141659 0.00206954 0.00097388 0.00104319 0.00135494 0.000940156 0.000919925 0.00166101 0.00131294 0.00423152 0.0022582 0.000948415 0.00171515 0.00158198 0.000545931
threshold=0.5128250000000002 -0.084114999999999981 -0.15498999999999999 0.10141500000000002 0.090465000000000031 -0.082174999999999984 -0.012329999999999999 -0.046889999999999994 -0.083534999999999984 -0.083104999999999998 -0.087635000000000005 -0.090134999999999993 0.082850000000000021 -0.08237499999999999 0.11083500000000003 -0.086304999999999993 -0.017704999999999995 -0.08176499999999999 -0.014739999999999998 0.098465000000000011 0.096835000000000018 0.083825000000000024 0.084485000000000018
decision_type=2 2 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 -4 -10 11 12 -1 -11 15 -12 17 -17 -18 20 21 -16 -14
right_child=-2 2 4 -5 5 6 -8 -9 9 13 14 -13 22 -15 19 16 18 -19 -20 -21 -22 -23 -24
leaf_value=0.0004806616235593654 0.00094866517099585399 -0.0017534531444335483 -0.00045449963432353557 0.00013437732185867641 -0.0014332247951060831 -0.00013404050094441964 -0.00053904573531708764 0.00073493160009906688 0.00065023129813135112 -0.00029081219199730233 -0.00062586993369566216 0.00066499611068519858 -0.00030657085014737832 2.6744725179112147e-05 0.00060371105767005259 0.00095452885958033048 -0.00074155806717544426 -4.6976344493920172e-05 -2.4094822079999628e-05 0.00058633651953706888 -0.00042794111998201991 -3.5235120200304534e-05 0.00010230407345642065
leaf_weight=72 52 46 63 49 66 637 88 58 51 99 46 46 52 1355 68 54 50 179 354 46 49 83 82
leaf_count=72 52 46 63 49 66 637 88 58 51 99 46 46 52 1355 68 54 50 179 354 46 49 83 82
internal_value=0 -4.82015e-05 -9.86078e-05 -0.000771113 -7.18363e-05 -0.000218616 -0.00011519 -6.0344e-05 7.11632e-06 2.69837e-05 5.83201e-05 0.000231997 0.000131334 4.55987e-06 1.03272e-05 -4.81683e-05 -5.1653e-06 0.000181619 -0.000114916 0.000176063 7.76074e-05 0.000247081 -5.02547e-05
internal_weight=0 3693 2512 95 2417 849 783 695 1568 1505 1181 252 206 1454 929 683 637 233 404 246 200 151 134
internal_count=3745 3693 2512 95 2417 849 783 695 1568 1505 1181 252 206 1454 929 683 637 233 404 246 200 151 134
is_linear=0
shrinkage=0.0995203


Tree=7839
num_leaves=10
num_cat=0
split_feature=19 18 26 4 17 19 0 21 26
split_gain=0.00947827 0.00929818 0.00390363 0.00176736 0.00116333 0.0011283 0.00090525 0.000891214 0.000852389
threshold=0.14107000000000006 0.30956000000000011 0.5128250000000002 0.15028500000000003 -0.55754499999999996 0.075380000000000016 0.053120000000000007 -0.084114999999999995 0.096980000000000025
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 8 -1 -7 -6
right_child=-2 -3 -4 -5 5 7 -8 -9 -10
leaf_value=0 -0.0014506803814316926 -0.0013747600590435756 0.00088759060562373742 -0.00051692726565880629 -3.1183240889499047e-06 0.0005370230613959251 0.00059746112905756431 8.9439234129285507e-05 -0.00014162035595148862
leaf_weight=46 46 49 49 66 2492 52 57 350 538
leaf_count=46 46 49 49 66 2492 52 57 350 538
internal_value=0 -1.28861e-05 5.17231e-06 -6.60772e-06 2.68859e-06 -6.96825e-06 0.000332406 0.000149372 -2.79806e-05
internal_weight=0 3699 3650 3601 3535 3432 103 402 3030
internal_count=3745 3699 3650 3601 3535 3432 103 402 3030
is_linear=0
shrinkage=0.0995203


Tree=7840
num_leaves=8
num_cat=0
split_feature=0 11 11 20 21 28 18
split_gain=0.00242817 0.00118412 0.00160253 0.000934487 0.00198784 0.000982672 0.000839615
threshold=-0.26289499999999993 -0.37931999999999999 -0.091359999999999997 -0.24910499999999999 0.15372000000000005 0.077350000000000016 -0.0087699999999999983
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 -5
right_child=1 2 3 4 -6 -7 -8
leaf_value=-0.00071603832961280288 -0.00041053110660114344 0.00053058261732280977 0.00035545168571318828 -5.5052758131536886e-05 -0.00057712016582404902 0.00034798470667780901 4.467131986100346e-05
leaf_weight=47 67 58 73 1598 59 81 1752
leaf_count=47 67 58 73 1598 59 81 1752
internal_value=0 3.69922e-06 1.15899e-05 2.91173e-06 -4.22776e-06 5.3852e-06 -2.65419e-06
internal_weight=0 3688 3621 3563 3490 3431 3350
internal_count=3735 3688 3621 3563 3490 3431 3350
is_linear=0
shrinkage=0.0995203


Tree=7841
num_leaves=17
num_cat=0
split_feature=0 3 18 3 0 0 26 2 26 38 4 0 10 9 20 0
split_gain=0.00196899 0.00115364 0.00293247 0.00146269 0.00303996 0.0024174 0.0014762 0.00213093 0.00137948 0.00127586 0.00126949 0.000949571 0.000859658 0.00107198 0.000874574 0.000801081
threshold=-0.26289499999999993 0.082130000000000022 -0.087864999999999985 0.084550000000000028 -0.086304999999999993 -0.087614999999999985 -0.23202999999999999 -0.053085 -0.15866 -0.080750000000000002 0.11541000000000003 -0.087724999999999984 0.086165000000000019 0.096225000000000019 -0.081564999999999985 -0.092474999999999988
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 15 7 -5 -8 -4 11 -11 14 -14 -10 -3
right_child=1 3 9 6 -6 -7 8 -9 12 10 -12 -13 13 -15 -16 -17
leaf_value=-0.0006447780827819235 0.00084196211797202822 7.2116636173827619e-06 -0.00038409616958238812 2.519097339693228e-05 -0.00070296858750743235 0.0005996912380265534 0.0004906977513725885 -0.00086025456850648393 -9.7935700741041477e-05 0.00021106399036672433 0.00048990983577046874 -0.00039168881163013952 -0.0006051470833115521 2.0577396229920625e-05 4.4419340158731365e-05 -0.00054650906598743549
leaf_weight=47 56 50 54 59 91 49 60 47 519 58 72 46 50 54 2375 48
leaf_count=47 56 50 54 59 91 49 60 47 519 58 72 46 50 54 2375 48
internal_value=0 3.33107e-06 0.000195476 -1.25816e-05 -0.000250582 2.38981e-05 5.06234e-06 -0.00035969 1.79735e-05 3.45118e-05 0.0001676 -4.76669e-05 8.23965e-06 -0.00027238 1.8607e-05 -0.000255645
internal_weight=0 3688 286 3402 238 147 3164 106 3058 230 176 104 2998 104 2894 98
internal_count=3735 3688 286 3402 238 147 3164 106 3058 230 176 104 2998 104 2894 98
is_linear=0
shrinkage=0.0995203


Tree=7842
num_leaves=17
num_cat=0
split_feature=22 19 11 11 21 21 17 17 21 2 2 8 8 18 2 20
split_gain=0.00182368 0.00114331 0.00127882 0.00139632 0.0012383 0.0020118 0.0012194 0.00117282 0.00086183 0.00247829 0.000714965 0.000577506 0.00145442 0.00108029 0.00108551 0.00100535
threshold=0.13160500000000006 0.081005000000000021 -0.37931999999999999 -0.090715000000000004 -0.070074999999999985 -0.085914999999999991 -0.17385999999999999 -0.0064000000000000003 -0.01137 -0.086304999999999993 -0.08237499999999999 -0.086844999999999992 -0.083804999999999991 0.0089800000000000036 -0.065379999999999994 -0.0093149999999999986
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 -3 -5 9 -6 -10 15 -13 -14 -15 -8
right_child=-2 6 3 4 8 -7 11 -9 10 -11 -12 12 13 14 -16 -17
leaf_value=-0.00049762364634923313 -0.00056786681283531174 0.00049572840299080009 0.00047462653222996119 -0.00035002080341183553 0.00080261978292683856 -0.00072848607996973903 -0.0003980997349477034 0.00021526332263622984 -7.8707103339237507e-05 -6.585526852728698e-05 2.6024415391391386e-05 0.00058166588055555987 -0.00029434819602618638 0.00042278056568689781 -9.4653923254063685e-05 0.0001826831382098049
leaf_weight=54 56 83 58 68 50 62 60 77 1036 89 1699 61 69 84 73 56
leaf_count=54 56 83 58 68 50 62 60 77 1036 89 1699 61 69 84 73 56
internal_value=0 4.25543e-06 -1.71597e-05 -8.63348e-06 -1.79966e-05 -0.000253103 0.000146636 -4.41898e-05 -7.782e-07 0.000240657 -1.33479e-05 7.27074e-05 0.000149675 2.94538e-05 0.000176976 -0.000110665
internal_weight=0 3679 3193 3139 3081 207 486 145 2874 139 2735 403 287 226 157 116
internal_count=3735 3679 3193 3139 3081 207 486 145 2874 139 2735 403 287 226 157 116
is_linear=0
shrinkage=0.0995203


Tree=7843
num_leaves=15
num_cat=0
split_feature=0 19 26 9 19 9 8 4 26 8 20 8 6 3
split_gain=0.00143679 0.000890361 0.00122632 0.00154297 0.00119283 0.000997128 0.0041828 0.00330036 0.00112731 0.000688102 0.00176677 0.000690304 0.000840482 0.00154368
threshold=-0.26289499999999993 0.081005000000000021 -0.23202999999999999 0.13087500000000005 0.090505000000000016 0.11408000000000003 -0.049499999999999995 0.14727500000000002 0.11991000000000003 -0.086844999999999992 -0.0093149999999999986 -0.085089999999999985 -0.0072949999999999994 0.091140000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -3 7 -7 8 -4 10 -6 -11 13 -13
right_child=1 4 3 -5 9 6 -8 -9 -10 11 -12 12 -14 -15
leaf_value=-0.00055056955759784745 -0.00037625769691022767 0.00054512388434890466 -5.8949187622905308e-06 0.00045633986513439592 -0.00051164986114917549 0.00025668796627667956 -0.0010263032920523648 0.00072482338179464688 -0.00028657179266771619 0.00050580225595827147 0.00024734695835751532 -0.00044833965918303034 0.0003584389517668732 0.00015815402879324348
leaf_weight=47 91 60 2719 70 61 54 46 60 150 46 59 60 78 134
leaf_count=47 91 60 2719 70 61 54 46 60 150 46 59 60 78 134
internal_value=0 3.05239e-06 -1.60405e-05 -5.19878e-06 0.000126998 -1.61352e-05 -0.000325302 -5.30032e-06 -2.08549e-05 6.78513e-05 -0.000131655 0.000145711 8.18033e-05 -2.52017e-05
internal_weight=0 3688 3190 3099 498 3029 100 2929 2869 438 120 318 272 194
internal_count=3735 3688 3190 3099 498 3029 100 2929 2869 438 120 318 272 194
is_linear=0
shrinkage=0.0995203


Tree=7844
num_leaves=18
num_cat=0
split_feature=10 26 20 30 1 6 9 23 4 17 1 5 9 26 1 17 1
split_gain=0.0036948 0.00178278 0.00182095 0.00139553 0.00110863 0.0015099 0.00293832 0.003991 0.00238169 0.00127996 0.00211577 0.0027405 0.00178156 0.0016899 0.00375412 0.00135602 0.00123146
threshold=0.090150000000000022 -0.231015 -0.068114999999999995 0.11634000000000003 -0.0083149999999999995 -0.085609999999999992 0.11351500000000002 -0.062059999999999997 0.10649000000000002 0.10932500000000002 -0.081594999999999987 -0.018754999999999997 0.08938500000000002 0.082850000000000021 -0.092954999999999996 -0.55754499999999996 -0.0059699999999999996
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 9 6 7 -6 16 13 11 -11 -12 15 -15 -3 -7
right_child=-2 3 -4 -5 5 8 -8 -9 -10 10 12 -13 -14 14 -16 -17 -18
leaf_value=2.2043953200935381e-05 -0.00064246514442233005 0.00047847631756356104 0.00086127174612095944 -0.00053125280096495448 0.00088422256038265135 0.00061777814608299697 -0.0007764125521821432 -1.9310675860494753e-05 0.00079591237215867602 2.3831892606177136e-05 -0.0004269874792265123 0.0010687515346419793 0.00015456416863120933 -0.0005386806979082822 -5.8454733783996855e-05 1.5178066016919756e-05 7.4788007610635134e-05
leaf_weight=58 87 73 49 48 52 47 46 685 62 55 74 48 176 190 1106 469 404
leaf_count=58 87 73 49 48 52 47 46 685 62 55 74 48 176 190 1106 469 404
internal_value=0 1.37706e-05 0.000414014 1.4242e-06 8.99149e-06 8.21389e-05 -3.78444e-06 4.33286e-05 0.000214881 -3.39023e-05 0.000138911 0.000518733 -1.43007e-05 -6.75377e-05 -0.00012949 7.90884e-05 0.00013319
internal_weight=0 3642 107 3535 3487 1296 783 737 513 2191 353 103 250 1838 1296 542 451
internal_count=3729 3642 107 3535 3487 1296 783 737 513 2191 353 103 250 1838 1296 542 451
is_linear=0
shrinkage=0.0995203


Tree=7845
num_leaves=12
num_cat=0
split_feature=10 21 23 8 29 3 2 1 3 1 3
split_gain=0.0029969 0.00187335 0.00130159 0.00246127 0.00132316 0.00158215 0.00206585 0.00485453 0.00205987 0.0015068 0.00118175
threshold=0.090150000000000022 0.15544000000000005 -0.046924999999999994 -0.07106999999999998 0.096845000000000028 0.097255000000000022 -0.097424999999999998 -0.093734999999999999 0.098225000000000021 -0.50763499999999995 0.090135000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 10 -8 -7 -10 -4
right_child=-2 -3 4 -5 -6 8 7 -9 9 -11 -12
leaf_value=0.00012083447771290002 -0.00057852696003743832 0.00052616635496994363 0.00038770601523235604 -0.00088524911315742414 -0.00041220614688128944 0.00075057397720557084 -0.00053724212928704413 -9.4325212479327971e-06 -0.00045988855125583101 0.00011330617804217253 -8.6039906156517234e-05
leaf_weight=48 87 69 173 46 71 49 191 1829 47 1048 71
leaf_count=48 87 69 173 46 71 49 191 1829 47 1048 71
internal_value=0 1.24897e-05 2.34068e-06 -0.000362796 1.24417e-05 2.15287e-05 -2.63779e-05 -5.97445e-05 0.000117053 8.79557e-05 0.000246499
internal_weight=0 3642 3573 94 3479 3408 2264 2020 1144 1095 244
internal_count=3729 3642 3573 94 3479 3408 2264 2020 1144 1095 244
is_linear=0
shrinkage=0.0995203


Tree=7846
num_leaves=24
num_cat=0
split_feature=13 21 0 9 9 1 6 9 18 1 6 6 21 3 9 17 17 0 17 17 3 3 7
split_gain=0.00294246 0.0013624 0.00132872 0.00130377 0.0072804 0.0181678 0.00219265 0.0019753 0.00172916 0.0016331 0.00123126 0.00190984 0.00163506 0.00116419 0.00271765 0.00114336 0.00176082 0.00112381 0.00105742 0.00100564 0.000926435 0.000899969 0.000640918
threshold=0.088785000000000017 0.15544000000000005 -0.10806499999999999 0.085665000000000033 0.084835000000000022 -0.085014999999999993 0.085570000000000021 0.086555000000000021 -0.017129999999999996 -0.012865 -0.083069999999999991 -0.034094999999999993 -0.067244999999999985 0.11523000000000001 0.11408000000000003 -0.087329999999999991 -0.053765 -0.087184999999999999 0.11180000000000002 0.18936500000000003 0.086535000000000015 0.11089500000000001 0.075985000000000011
decision_type=2 2 2 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 6 -6 18 9 -8 20 15 -12 -13 21 -15 -1 -17 -7 -4 -18 -5 -9 -14
right_child=-2 -3 3 7 5 17 8 13 -10 -11 11 12 22 14 -16 16 19 -19 -20 -21 -22 -23 -24
leaf_value=-0.00041029857432710033 -0.00075950659806516582 0.00044082595694484329 -0.00012575710567187928 0.00045212545007570435 -0.0023762486430832369 -0.0003725106231494441 0.00063412705684648299 -2.0508236770757664e-05 4.3227507660662536e-05 0.00086724299255865479 0.00072200943235526977 -0.00032321845339315945 0.00055843739806986782 0.00044361685976867398 -0.00023276283017990241 0.00060230191794070367 -0.00012332453125233532 0.00021616285909380041 0.0002840407877227908 0.00037424174554309914 -0.00013729898128839513 -0.00034988235810826454 0.00010897277530331126
leaf_weight=54 50 71 646 50 47 65 83 1393 128 46 75 56 60 158 92 54 202 62 68 50 53 88 78
leaf_count=54 50 71 646 50 47 65 83 1393 128 46 75 56 60 158 92 54 202 62 68 50 53 88 78
internal_value=0 9.09217e-06 3.69404e-07 -2.71543e-05 -0.000113391 -0.000703993 -1.40836e-06 2.28218e-05 0.000279547 0.000370622 0.000132025 0.000293217 0.000123226 -6.64296e-06 0.000191435 9.30585e-06 8.6029e-05 -7.86809e-05 -8.55822e-05 -2.13525e-05 0.000140882 -4.06322e-05 0.000310324
internal_weight=0 3679 3608 2979 1099 174 925 1880 211 149 629 269 194 1731 250 360 306 127 714 252 103 1481 138
internal_count=3729 3679 3608 2979 1099 174 925 1880 211 149 629 269 194 1731 250 360 306 127 714 252 103 1481 138
is_linear=0
shrinkage=0.0995203


Tree=7847
num_leaves=17
num_cat=0
split_feature=13 26 2 4 0 9 26 2 17 0 6 0 5 17 17 2
split_gain=0.00238625 0.00115407 0.00257199 0.00145619 0.00120206 0.00109179 0.00216993 0.00238346 0.00162445 0.00109511 0.00101804 0.000819255 0.00160245 0.00157534 0.00191952 0.00144437
threshold=0.088785000000000017 -0.231015 -0.062394999999999999 0.15116500000000005 -0.10806499999999999 0.10464500000000003 0.11991000000000003 -0.072419999999999998 -0.14169499999999999 -0.044789999999999996 -0.101065 -0.142265 -0.084089999999999984 -0.095109999999999986 -0.053765 0.0040650000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 11 6 8 -8 -6 10 -7 13 15 -3 -15 -13
right_child=-2 3 -4 -5 5 9 7 -9 -10 -11 -12 12 -14 14 -16 -17
leaf_value=-6.2411482560218343e-05 -0.00068392039941115787 -0.00038438478527308862 0.00084181843282007886 -0.0005249802440820563 -0.00015897658865767031 -0.00033095524148671405 -3.5315972081094259e-05 -0.0010028934531357745 2.427446904157126e-05 0.00055044428604035924 0.0001743962489625836 0.00034954153364839444 0.00077103708734927172 0.0005697638324657678 9.9306729216907952e-06 -0.00031549546132606871
leaf_weight=74 50 68 52 52 645 50 57 48 1846 58 179 95 53 79 275 48
leaf_count=74 50 68 52 52 645 50 57 48 1846 58 179 95 53 79 275 48
internal_value=0 8.23161e-06 0.000304266 -2.03625e-06 5.49716e-06 -2.12578e-05 -4.1872e-05 -0.000485434 -2.28465e-05 0.000162352 6.04827e-05 0.000131635 0.000300651 5.11946e-05 0.000137178 0.000120588
internal_weight=0 3679 126 3553 3501 2883 2596 105 2491 287 229 618 196 422 354 143
internal_count=3729 3679 126 3553 3501 2883 2596 105 2491 287 229 618 196 422 354 143
is_linear=0
shrinkage=0.0995203


Tree=7848
num_leaves=10
num_cat=0
split_feature=28 0 3 0 23 3 8 4 4
split_gain=0.00426228 0.00106288 0.00300632 0.00189914 0.000943554 0.00154363 0.00074612 0.000903184 0.000863611
threshold=0.080375000000000016 0.12433000000000002 0.10792500000000002 0.11291000000000002 -1.0000000180025095e-35 0.13451500000000002 -0.49499500000000002 0.14039500000000002 0.13491500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 -6 8 -8
right_child=-2 2 -4 -5 6 -7 7 -9 -10
leaf_value=-0.00066223190329678437 -0.00073383551137661581 -0.00011862267692619993 0.00086097396753622899 -0.00063348499264730975 -0.00026956826918902039 9.6844027363798818e-05 1.8887475203718813e-05 0.00035327021964350259 -0.00038952956714930506
leaf_weight=54 79 72 53 47 90 49 3163 79 52
leaf_count=54 79 72 53 47 90 49 3163 79 52
internal_value=0 4.86398e-06 0.000290177 -4.99612e-06 3.2403e-06 -0.00029317 1.25042e-05 2.04596e-05 1.2027e-05
internal_weight=0 3659 125 3534 3487 103 3384 3294 3215
internal_count=3738 3659 125 3534 3487 103 3384 3294 3215
is_linear=0
shrinkage=0.0995203


Tree=7849
num_leaves=11
num_cat=0
split_feature=28 7 24 8 1 2 29 2 3 3
split_gain=0.00345583 0.00124517 0.00108858 0.000946741 0.00132877 0.00326061 0.00121102 0.000805899 0.00147846 0.00113661
threshold=0.080375000000000016 -0.074334999999999998 -0.070004999999999998 -0.49499500000000002 0.41291000000000005 0.11804000000000002 -0.08070999999999999 -0.0088099999999999984 0.08511500000000001 0.11061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 6 -6 9 -9 -5
right_child=-2 2 3 4 5 -7 -8 8 -10 -11
leaf_value=-0.00038614188022311765 -0.00066080397146723257 -0.00041010494915980317 -0.00029914313715550151 6.9801334726693608e-06 0.00036126109744185242 0.00086401837377440057 -0.00023904532667334957 0.00038058793496485808 -0.00018135610420779244 0.00018940484087219745
leaf_weight=79 79 59 89 2399 56 64 82 52 383 396
leaf_count=79 79 59 89 2399 56 64 82 52 383 396
internal_value=0 4.33538e-06 1.31807e-05 2.05061e-05 2.90339e-05 0.000276862 0 1.32816e-05 -0.000112299 3.31192e-05
internal_weight=0 3659 3580 3521 3432 202 138 3230 435 2795
internal_count=3738 3659 3580 3521 3432 202 138 3230 435 2795
is_linear=0
shrinkage=0.0995203


Tree=7850
num_leaves=9
num_cat=0
split_feature=28 7 0 4 0 24 38 4
split_gain=0.00280214 0.00100973 0.00124919 0.00351211 0.00161137 0.000948305 0.000822094 0.00122342
threshold=0.080375000000000016 -0.074334999999999998 0.12433000000000002 0.10098000000000003 0.11291000000000002 -0.070455000000000004 -0.072014999999999996 0.14646500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -7 -8
right_child=-2 2 3 -5 -6 6 7 -9
leaf_value=-0.00034771296303462087 -0.00059504067460058277 -0.00041241935281398508 -9.9198193179266916e-05 0.00097867365535095428 -0.00057794641113499505 0.00031246071510981829 1.5667935635004712e-05 -0.00043768382867407431
leaf_weight=79 79 52 74 49 47 90 3208 60
leaf_count=79 79 52 74 49 47 90 3208 60
internal_value=0 3.88166e-06 1.1869e-05 0.000323543 5.42835e-07 8.75622e-06 1.55221e-05 7.09396e-06
internal_weight=0 3659 3580 123 3457 3410 3358 3268
internal_count=3738 3659 3580 123 3457 3410 3358 3268
is_linear=0
shrinkage=0.0995203


Tree=7851
num_leaves=13
num_cat=0
split_feature=28 12 2 9 7 21 20 9 9 9 17 5
split_gain=0.00227173 0.000828828 0.00106107 0.00430544 0.000823334 0.000701243 0.00118848 0.001471 0.000906943 0.00154608 0.000797402 0.000675465
threshold=0.080375000000000016 0.098385000000000028 -0.22383 0.095415000000000014 -0.074334999999999998 0.11412000000000001 0.0057800000000000013 0.089605000000000018 0.11007500000000002 0.10407500000000001 0.033280000000000011 -0.052494999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 8 7 -7 9 -6 -10 -8
right_child=-2 -3 4 -5 5 6 11 -9 10 -11 -12 -13
leaf_value=-0.0002615867771940814 -0.00053582212529072499 -0.00040275781819359784 -0.00032026725340520345 0.00095596347123359587 1.7630253196338294e-05 -0.00062272098664008311 -7.6825931138325214e-05 -7.8564542743737731e-05 0.00010069945017206635 -0.00049274317003261963 0.0005489927209397674 0.00042929007572135733
leaf_weight=60 79 49 78 54 2806 74 54 160 162 60 55 47
leaf_count=60 79 49 78 54 2806 74 54 160 162 60 55 47
internal_value=0 3.42856e-06 9.16867e-06 0.000307967 -3.40591e-07 6.72075e-06 -0.000129678 -0.000254147 2.18075e-05 6.65989e-06 0.000218095 0.000150588
internal_weight=0 3659 3610 114 3496 3418 335 234 3083 2866 217 101
internal_count=3738 3659 3610 114 3496 3418 335 234 3083 2866 217 101
is_linear=0
shrinkage=0.0995203


Tree=7852
num_leaves=19
num_cat=0
split_feature=6 6 28 5 3 3 26 6 8 30 20 20 3 5 21 6 5 26
split_gain=0.00291278 0.00925235 0.00195332 0.00175127 0.00183634 0.00272098 0.00229175 0.00300609 0.00293772 0.00141855 0.00108586 0.00127368 0.00107788 0.00177206 0.00194496 0.000954069 0.00164161 0.00113944
threshold=-0.09007999999999998 -0.092434999999999989 0.078440000000000024 0.6362850000000001 0.10726500000000001 0.10525500000000003 0.11699500000000003 0.095760000000000026 -0.085764999999999994 0.11032500000000002 -0.089994999999999992 -0.081254999999999994 0.10892000000000003 0.51775000000000015 0.14680000000000004 -0.10032499999999998 -0.053109999999999997 0.12508000000000005
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 5 6 8 -8 -2 10 -1 -12 -6 14 -14 17 -17 -13
right_child=2 -3 -4 -5 12 -7 7 -9 -10 -11 11 15 13 -15 -16 16 -18 -19
leaf_value=0.00049512237395991259 -0.00019874267097564558 0.0012711457012609781 0.00059893801492097378 -0.00063105299182469952 0.00059948300876211337 -0.00070057502315788722 -6.3003474858242957e-05 -0.0010206842476739037 7.0055013140835783e-05 0.00057571471201070599 -0.00036918202580360683 -3.1186365535356259e-05 0.00010933164752465775 0.00068147415249398093 -0.00053382594104622253 0.00063160727645980911 -0.00011388469779069215 0.00044949743867539276
leaf_weight=53 578 72 50 47 47 64 89 53 1325 57 72 500 432 47 52 71 47 54
leaf_count=53 578 72 50 47 47 64 89 53 1325 57 72 500 432 47 52 71 47 54
internal_value=0 0.000186813 -1.67479e-05 -2.83071e-05 -1.74594e-05 -6.08004e-05 -4.03778e-05 -0.000426213 -1.1157e-05 9.44349e-05 5.89875e-05 2.68184e-05 0.000139266 9.69899e-05 3.85406e-05 7.04652e-05 0.000327737 1.41897e-05
internal_weight=0 926 2784 2734 2687 2109 2045 142 1903 854 797 744 578 531 484 672 118 554
internal_count=3710 926 2784 2734 2687 2109 2045 142 1903 854 797 744 578 531 484 672 118 554
is_linear=0
shrinkage=0.0995203


Tree=7853
num_leaves=29
num_cat=0
split_feature=6 6 28 6 6 6 9 26 2 3 2 4 0 3 2 9 3 3 3 9 2 2 2 4 9 26 4 18
split_gain=0.00252004 0.0130478 0.00153199 0.00163826 0.00343665 0.0157166 0.00376185 0.00204115 0.0029668 0.00714058 0.00207577 0.00158283 0.00182284 0.00117225 0.00182131 0.00147925 0.00133134 0.00277023 0.0013459 0.00111481 0.00107683 0.00242241 0.00212417 0.00128549 0.000962216 0.000908211 0.000835984 0.000570273
threshold=-0.091244999999999993 -0.092919999999999989 0.078440000000000024 0.10248500000000002 0.088750000000000023 0.089315000000000019 0.09697500000000002 0.090385000000000021 -0.073884999999999992 0.10134000000000003 -0.081344999999999987 0.09939000000000002 -0.083039999999999989 0.083955000000000016 -0.085804999999999992 0.083610000000000032 0.086895000000000014 0.087625000000000022 0.085910000000000028 0.11582000000000002 0.09556000000000002 0.13398000000000002 0.0040650000000000018 0.12205500000000002 0.086885000000000032 0.085155000000000022 0.14367000000000005 -0.014319999999999999
decision_type=2 2 2 2 2 2 2 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 4 13 -6 24 11 10 -10 -9 12 -5 14 15 -2 18 -18 -15 20 22 -22 23 25 -7 -1 -23 -16
right_child=2 -3 -4 7 5 6 -8 8 9 -11 -12 -13 -14 16 27 -17 17 -19 -20 -21 21 26 -24 -25 -26 -27 -28 -29
leaf_value=0.00022092740123313045 0.00016316392521356415 0.001739551390806569 0.00052463314738281552 0.00011277502834651265 -0.0019785912511702986 0.00027346833982658806 -0.00092557721729496221 0.00038621921813929876 0.0015527584191362233 8.296701107726929e-05 -0.00055106860062238011 0.00032782390379988263 -0.0006435099499996227 -7.7770951260126614e-05 -0.00031490720332990159 0.00094559241261181644 0.00059434061480728479 -1.1046593994351431e-05 -0.00052555182606483911 0.00050498900337131078 0.00087149356954204372 0.00025471806635800858 -0.0005631807996922647 -0.00036511806696559317 -8.9145802717577698e-05 -5.4028184744461081e-05 -0.0002813189078603608 0.00012885833600584121
leaf_weight=288 55 50 51 56 49 91 50 46 53 89 47 59 68 288 46 47 80 1136 89 58 48 69 62 64 352 196 49 74
leaf_count=288 55 50 51 56 49 91 50 46 53 89 47 59 68 288 46 47 80 1136 89 58 48 69 62 64 352 196 49 74
internal_value=0 0.000177197 -1.51359e-05 -2.5351e-05 -5.78063e-05 -0.000277753 -0.000107044 0.000155698 0.000350489 0.000637316 -7.86615e-05 -8.99695e-05 -0.00029536 7.42382e-06 0.000222006 0.000531721 -2.19664e-05 2.81083e-05 -0.000185652 8.25494e-05 4.99203e-05 0.000274835 -9.94403e-06 5.11546e-05 -1.28105e-05 0.00010789 2.51889e-05 -3.443e-05
internal_weight=0 884 2826 2775 2357 542 493 418 235 142 93 183 124 1815 222 102 1593 1216 377 834 776 166 610 548 443 484 118 120
internal_count=3710 884 2826 2775 2357 542 493 418 235 142 93 183 124 1815 222 102 1593 1216 377 834 776 166 610 548 443 484 118 120
is_linear=0
shrinkage=0.0995203


Tree=7854
num_leaves=27
num_cat=0
split_feature=6 6 10 3 3 2 2 3 26 3 18 3 8 8 8 30 3 3 2 18 0 17 20 20 6 21
split_gain=0.00214481 0.00960498 0.00138681 0.00159141 0.00209288 0.00189458 0.00497311 0.0135564 0.00285383 0.00238707 0.00207189 0.0017339 0.00145819 0.00390772 0.00142137 0.00133181 0.00124965 0.00114012 0.00135266 0.00115136 0.00360354 0.00102867 0.000942837 0.00197454 0.000968596 0.000746117
threshold=-0.092034999999999992 -0.094449999999999992 0.090150000000000022 0.10807500000000002 0.11197500000000002 -0.086050000000000001 -0.084474999999999995 0.08544000000000003 0.08488500000000003 0.10525500000000003 0.095920000000000019 0.11426500000000002 -0.071344999999999992 -0.063559999999999992 -0.041669999999999992 0.11032500000000002 0.12212000000000002 0.083725000000000022 -0.14091999999999996 -0.086064999999999989 -0.085684999999999997 -0.067864999999999995 -0.089994999999999992 -0.080434999999999993 -0.101065 0.094215000000000021
decision_type=2 2 2 2 2 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 3 5 14 17 7 -7 -9 10 -8 -6 16 -14 -5 22 -13 18 -2 21 -21 -19 -1 -24 25 -25
right_child=2 -3 -4 4 11 6 9 8 -10 -11 -12 12 13 -15 -16 -17 -18 19 -20 20 -22 -23 23 24 -26 -27
leaf_value=0.00044582647552118886 5.9969766715215698e-05 0.001283113565835472 -0.00054446572189463017 0.00016657235340802152 -0.00038225184804162061 -0.0017676676953061298 4.9925775883705558e-05 -0.00045315375009077414 0.0006187027636643112 -0.00065173807111856353 -0.00025345841792515919 -0.00042269204234471629 0.0010346246469764111 7.616716262176873e-05 0.00096136739757228377 0.00053398955088814599 0.00011536096255386663 5.6078912184407106e-06 0.00080591462619515662 -0.00034668774040472211 0.00037300782918248929 -0.00045354943259066379 -0.00054721502988603016 9.2545040669306927e-05 0.00036487450479886542 -0.00014807626084179071
leaf_weight=50 56 70 48 48 75 63 1045 47 51 61 283 66 55 190 47 56 118 150 46 97 232 69 60 338 84 205
leaf_count=50 56 70 48 48 75 63 1045 47 51 61 283 66 55 190 47 56 118 150 46 97 232 69 60 338 84 205
internal_value=0 0.000164996 -1.39131e-05 -4.5222e-06 0.000138964 -4.39616e-05 -0.000104025 -0.000627997 9.62958e-05 -4.27015e-05 -1.41097e-05 5.63932e-05 0.000134988 0.000294673 0.000568404 6.52642e-05 -7.31873e-05 9.80068e-05 0.000404402 3.94831e-05 0.00015833 -0.00013532 2.8538e-05 -6.40812e-07 5.03574e-05 1.95141e-07
internal_weight=0 863 2847 2799 599 2200 1550 161 98 1389 1328 504 429 245 95 793 184 650 102 548 329 219 737 687 627 543
internal_count=3710 863 2847 2799 599 2200 1550 161 98 1389 1328 504 429 245 95 793 184 650 102 548 329 219 737 687 627 543
is_linear=0
shrinkage=0.0995203


Tree=7855
num_leaves=21
num_cat=0
split_feature=5 5 29 5 2 2 5 18 29 8 4 23 6 3 3 3 10 9 9 0
split_gain=0.00221634 0.00989628 0.00161914 0.0017209 0.00148348 0.00571574 0.00971178 0.0187788 0.00131445 0.00116585 0.00214653 0.00230814 0.00177636 0.00101453 0.00467853 0.00363404 0.000893443 0.0010481 0.00111748 0.00104035
threshold=-0.16183 -0.24120999999999998 0.097185000000000021 0.6362850000000001 -0.086050000000000001 -0.084474999999999995 -0.0093650000000000001 -0.015069999999999998 -0.08070999999999999 -0.47145500000000001 0.13707500000000003 -0.022119999999999997 -0.42102499999999998 0.090995000000000006 0.092200000000000018 0.090435000000000029 0.086275000000000018 0.08679000000000002 0.090465000000000031 -0.083885000000000001
decision_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 16 6 7 -6 -1 -10 11 -11 -13 15 -15 -7 17 19 -19 -2
right_child=2 -3 -4 -5 5 13 -8 -9 9 10 -12 12 -14 14 -16 -17 -18 18 -20 -21
leaf_value=0.00044092863126552026 0.00031341746838202481 0.0014575162088176065 0.0005452705416350693 -0.00062425102778321175 -0.0026957712307611775 -2.6140978591595389e-05 0.00018383760816030896 7.2930781581788948e-05 0.00045736623695120601 0.00068225898563061601 -0.00060065758059425691 -0.00060939707688581696 4.1221753196831047e-05 0.00071198283623968091 -3.2151139128053983e-06 -0.00080042077963929825 0.00047759912852747869 -0.00032854366957820998 7.3412090079957743e-05 -1.4396979057186093e-05
leaf_weight=82 240 56 51 46 47 827 84 49 52 49 59 48 300 99 1041 65 61 103 199 152
leaf_count=82 240 56 51 46 47 827 84 49 52 49 59 48 300 99 1041 65 61 103 199 152
internal_value=0 0.000192422 -1.02303e-05 -1.99048e-05 -1.02592e-05 -5.16239e-05 -0.000589156 -0.00127405 7.0958e-05 9.62678e-06 -3.9636e-05 4.1678e-05 -4.61665e-05 -3.60492e-06 5.81761e-05 -8.34805e-05 0.000109847 7.63433e-05 -6.09681e-05 0.000184217
internal_weight=0 646 3064 3013 2967 2212 180 96 590 508 456 397 348 2032 1140 892 755 694 302 392
internal_count=3710 646 3064 3013 2967 2212 180 96 590 508 456 397 348 2032 1140 892 755 694 302 392
is_linear=0
shrinkage=0.0995203


Tree=7856
num_leaves=16
num_cat=0
split_feature=1 1 17 0 27 17 0 29 1 18 18 2 17 0 18
split_gain=0.00287683 0.0120215 0.006515 0.0124202 0.00239559 0.0022778 0.00214653 0.00201184 0.00165076 0.00146634 0.00148665 0.00123333 0.00100924 0.00148151 0.00035974
threshold=-0.085184999999999997 -0.083284999999999984 0.052150000000000009 -0.076914999999999997 0.11470500000000003 -0.55157999999999996 -0.26289499999999993 0.093650000000000025 -0.087734999999999994 -0.14734 -0.117225 -0.082139999999999991 -0.56005499999999986 0.12433000000000002 -0.015069999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -4 5 -3 -7 11 9 -1 -11 -8 -12 -14 -10
right_child=1 4 3 -5 -6 6 7 -9 14 10 12 -13 13 -15 -16
leaf_value=0.00048610426974002584 -0.0011307212211225258 -0.00067623820899692633 0.002144177893501686 6.3433227326697736e-05 0.00063882409380756661 0.00068957918036887777 0.00010401662190282579 0.00051173504250209389 0.00025845164651351648 -0.00054533795652253795 -0.00035210332334598609 -4.5702041419037773e-05 1.9018375119717017e-05 0.0005424490296922418 0.0006863031500851241
leaf_weight=66 91 46 47 74 63 48 797 79 47 47 59 1722 473 61 48
leaf_count=66 91 46 47 74 63 48 797 79 47 47 59 1722 473 61 48
internal_value=0 -5.05629e-06 0.000196961 0.000878422 3.18283e-05 1.73188e-05 2.96855e-05 1.71784e-05 9.29963e-05 3.93243e-05 -5.47076e-06 1.34327e-06 3.59376e-05 8.03441e-05 0.000483247
internal_weight=0 2846 922 121 2755 2692 2646 2598 801 706 640 2519 593 534 95
internal_count=3768 2846 922 121 2755 2692 2646 2598 801 706 640 2519 593 534 95
is_linear=0
shrinkage=0.0995203


Tree=7857
num_leaves=17
num_cat=0
split_feature=1 1 17 9 26 2 0 17 9 4 4 2 3 17 9 9
split_gain=0.00248573 0.0112298 0.00575434 0.0124148 0.00212198 0.00590966 0.00188701 0.00175447 0.00171618 0.00133578 0.00235596 0.00201197 0.00122323 0.000984905 0.000774911 0.00142735
threshold=-0.084059999999999996 -0.082635 0.048755000000000014 0.084435000000000024 -0.231015 -0.062394999999999999 -0.26289499999999993 -0.55026999999999993 0.15321500000000005 0.10606500000000003 0.10198500000000002 0.097285000000000024 0.11492500000000001 0.6218950000000002 1.0000000180025095e-35 0.083715000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 -4 5 -3 -6 -8 13 10 11 14 -11 -9 -1 -16
right_child=1 4 3 -5 6 -7 7 8 -10 12 -12 -13 -14 -15 15 -17
leaf_value=0.00045372859043208064 -0.0013783200120549711 -0.00022162549158865052 -2.2722284684252748e-05 0.0019299119644713562 0.00062095212568120223 0.0012115079916111011 -0.00059259866287271945 2.3824160894496488e-05 -0.00059939817679122642 -0.00062282425167947805 0.00080294941320095084 -0.00045455738385190444 6.4513580779940955e-05 -0.00040157361795573331 -0.00032051088229961269 0.00015367298274630823
leaf_weight=68 58 60 76 55 48 53 50 2417 46 48 48 63 51 55 71 501
leaf_count=68 58 60 76 55 48 53 50 2417 46 48 48 63 51 55 71 501
internal_value=0 -7.80372e-06 0.000176152 0.000790837 2.10242e-05 0.000443308 2.47041e-06 -8.77122e-06 2.49676e-06 8.04547e-05 0.000126487 7.91347e-05 -0.000260472 1.40282e-05 0.000132949 9.33833e-05
internal_weight=0 2787 981 131 2729 113 2616 2568 2518 850 751 703 99 2472 640 572
internal_count=3768 2787 981 131 2729 113 2616 2568 2518 850 751 703 99 2472 640 572
is_linear=0
shrinkage=0.0995203


Tree=7858
num_leaves=26
num_cat=0
split_feature=18 3 29 18 18 1 3 5 26 8 18 17 29 6 4 3 6 20 20 5 6 18 9 5 5
split_gain=0.00253099 0.0168583 0.00228021 0.00185703 0.00615404 0.0130942 0.00218276 0.00277992 0.00305405 0.00263275 0.00186516 0.00176567 0.00131259 0.00125212 0.00303548 0.00174627 0.00127826 0.00112321 0.00106189 0.00195495 0.0011248 0.000934999 0.00239341 0.00122296 0.000255738
threshold=-0.092864999999999989 0.083955000000000016 -0.14715999999999999 -0.013125 -0.020389999999999998 -0.084759999999999988 0.11089500000000001 0.11083500000000003 0.084585000000000021 -0.085764999999999994 -0.011569999999999999 -0.55286000000000002 -0.077709999999999987 -0.041195000000000002 0.084755000000000025 0.092200000000000018 0.086965000000000028 -1.0000000180025095e-35 -0.077945 0.4115950000000001 -0.069354999999999986 -0.0087699999999999983 0.084565000000000015 -0.068984999999999991 -0.24120999999999998
decision_type=2 2 2 2 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 -6 7 9 -9 -4 -5 -3 17 18 15 16 -15 -12 19 -13 -20 22 -14 -23 -19
right_child=2 11 3 10 5 -7 -8 8 -10 -11 12 13 21 14 -16 -17 -18 24 20 -21 -22 23 -24 -25 -26
leaf_value=0.001749476448358393 0.00069512502260465079 0.00061967933770215307 -0.00054836490476632119 0.00063494020195090756 0.00033474576476355121 -0.0018228482674303103 -0.00051448361886553308 0.0011045475068756255 0 2.6109487476467999e-05 -0.00052307194190543587 -0.00088766025736749978 0.00023962587277841774 0.00045512242795854097 -0.00037677238291384429 0.00081732103931082226 -0.00019210799229666008 0.00013397208465502675 0.00026110082253933932 -9.3511341814911312e-06 -0.00028271090585168677 6.6116215318515195e-06 -0.00076100321489678874 0.00017909988178482392 -0.00018189697201571658
leaf_weight=64 46 48 92 51 51 60 84 46 55 546 76 47 46 63 76 59 56 53 79 58 72 1228 47 617 48
leaf_count=64 46 48 92 51 51 60 84 46 55 546 76 47 46 63 76 59 56 53 79 58 72 1228 47 617 48
internal_value=0 0.000219299 -1.47025e-07 -1.0728e-05 -0.000128235 -0.000824147 -3.3381e-05 2.01969e-05 0.000506131 -5.5447e-05 3.95641e-05 4.23273e-05 2.48205e-05 -1.04066e-05 0.000144422 0.000371554 0.000143664 -0.000233808 -0.000167224 -0.000410296 0 4.88637e-05 -0.000257266 6.47384e-05 -8.03871e-06
internal_weight=0 622 3146 3100 934 111 823 739 101 638 2166 558 2115 510 254 178 119 177 256 105 151 1938 93 1845 101
internal_count=3768 622 3146 3100 934 111 823 739 101 638 2166 558 2115 510 254 178 119 177 256 105 151 1938 93 1845 101
is_linear=0
shrinkage=0.0995203


Tree=7859
num_leaves=18
num_cat=0
split_feature=18 18 27 4 1 0 6 5 5 1 5 6 0 9 8 20 1
split_gain=0.00205599 0.0185865 0.00228166 0.00171506 0.00161386 0.00157245 0.00154858 0.00114375 0.00102446 0.00300231 0.00256009 0.00180171 0.00118064 0.000989755 0.00227851 0.0021427 0.000881077
threshold=-0.095799999999999982 -0.099739999999999995 0.11470500000000003 0.10300500000000003 -0.42149500000000001 -0.25289499999999993 -0.0088699999999999994 0.40249000000000007 0.11083500000000003 -0.049499999999999995 0.066275000000000014 0.10449000000000003 -0.085754999999999984 0.090150000000000022 -0.070134999999999989 -0.078725000000000003 -0.10241499999999999
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 -1 -2 13 8 10 11 12 -10 -7 14 -6 -15 -8
right_child=2 -3 -4 -5 6 7 16 -9 9 -11 -12 -13 -14 15 -16 -17 -18
leaf_value=-0.00049874880739556699 0.00049885988899016364 0.002039832180928707 0.00061502854918926708 0.00056795849394255041 -0.00032465527202484436 -8.0402172334093902e-05 8.030287362409584e-05 -0.000371351583904324 0.00016620023706985829 0.00063967214088673401 -0.00068075331680401421 -0.00055131788468993379 5.0977562608606367e-05 -0.0007299572496823084 0.00059520418816757831 4.4837529909749587e-06 0.0006954894134220893
leaf_weight=64 59 50 59 52 49 1304 52 89 98 91 58 53 1405 56 57 125 47
leaf_count=64 59 50 59 52 49 1304 52 89 98 91 58 53 1405 56 57 125 47
internal_value=0 0.000209797 1.63011e-06 2.58918e-05 -3.49279e-05 -9.57417e-06 3.98544e-05 -1.95213e-05 -8.84284e-06 0.000187099 -2.62756e-05 -8.02226e-05 -1.1961e-05 -7.48432e-05 0.000162263 -0.000218224 0.00038063
internal_weight=0 552 3216 502 450 3157 386 3098 3009 242 2767 151 2709 287 106 181 99
internal_count=3768 552 3216 502 450 3157 386 3098 3009 242 2767 151 2709 287 106 181 99
is_linear=0
shrinkage=0.0995203


Tree=7860
num_leaves=9
num_cat=0
split_feature=28 5 8 11 9 2 24 4
split_gain=0.0066264 0.00102035 0.000851631 0.000890559 0.00303374 0.00107736 0.00225352 0.000452181
threshold=0.083225000000000021 0.63455500000000009 -0.51030999999999993 -0.23667999999999997 -0.26414499999999996 0.14153500000000005 0.083550000000000027 0.11905500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 -6 -7
right_child=-2 -3 3 4 5 7 -8 -9
leaf_value=0.0003172148765740035 -0.00099430943568729752 -0.00044214316028975167 0.00031918143662675545 -0.0008190644054561154 -1.2997729965014168e-05 0.00046845153548245324 -0.00066179659194122236 3.6817033398177131e-05
leaf_weight=77 70 55 76 47 3242 63 54 46
leaf_count=77 70 55 76 47 3242 63 54 46
internal_value=0 -1.63884e-05 -9.66576e-06 -1.70321e-05 -2.46714e-05 -1.34658e-05 -2.38757e-05 0.000293804
internal_weight=0 3660 3605 3528 3452 3405 3296 109
internal_count=3730 3660 3605 3528 3452 3405 3296 109
is_linear=0
shrinkage=0.0995203


Tree=7861
num_leaves=10
num_cat=0
split_feature=28 18 5 26 4 2 4 4 5
split_gain=0.00537286 0.00138499 0.0016704 0.00105839 0.00239027 0.00144373 0.00110571 0.00195046 0.000815064
threshold=0.083225000000000021 0.19545000000000004 0.15990000000000004 -0.23202999999999999 0.15221500000000004 -0.082644999999999982 0.14154500000000006 0.13657000000000005 0.63455500000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 6 -1 7 8 -5
right_child=-2 2 -4 4 -6 -7 -8 -9 -10
leaf_value=5.9550289001838629e-06 -0.00089535552248021742 0 0.00078083066772110664 -2.3325300151951268e-05 0.00067311950756970883 -0.00072468739870775649 -0.00049657840640115602 0.00054216033219451904 -0.00041797594192805206
leaf_weight=53 70 69 47 3230 49 50 49 60 53
leaf_count=53 70 69 47 3230 49 50 49 60 53
internal_value=0 -1.47352e-05 0.000323127 -2.60249e-05 -1.63654e-05 -0.000340778 -2.65669e-05 -1.94328e-05 -2.99458e-05
internal_weight=0 3660 116 3544 3441 103 3392 3343 3283
internal_count=3730 3660 116 3544 3441 103 3392 3343 3283
is_linear=0
shrinkage=0.0995203


Tree=7862
num_leaves=10
num_cat=0
split_feature=28 18 5 26 11 2 4 4 21
split_gain=0.00435668 0.00112805 0.00134988 0.000853171 0.00202601 0.00117571 0.000862448 0.00164228 0.000688652
threshold=0.083225000000000021 0.19545000000000004 0.15990000000000004 -0.23202999999999999 -0.37506 -0.082644999999999982 0.14699000000000004 0.13809000000000002 -0.075024999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 7 8 -6
right_child=-2 2 -4 4 6 -7 -8 -9 -10
leaf_value=5.3623816718979216e-06 -0.00080624950548618415 0 0.00070312231799969909 0.00060113904073357102 0.00011853199175373296 -0.00065256643134719834 -0.00041964633902898395 0.00053103966764289526 -4.1318117778759273e-05
leaf_weight=53 70 69 47 52 291 50 54 53 2991
leaf_count=53 70 69 47 52 291 50 54 53 2991
internal_value=0 -1.32252e-05 0.000291641 -2.34348e-05 -1.47367e-05 -0.000306073 -2.44281e-05 -1.77833e-05 -2.68955e-05
internal_weight=0 3660 116 3544 3441 103 3389 3335 3282
internal_count=3730 3660 116 3544 3441 103 3389 3335 3282
is_linear=0
shrinkage=0.0995203


Tree=7863
num_leaves=15
num_cat=0
split_feature=27 27 0 20 21 2 4 20 5 6 20 0 0 5
split_gain=0.00236494 0.0130036 0.00127603 0.000850569 0.00194251 0.000797716 0.00109995 0.00112259 0.000944462 0.000865016 0.000987276 0.00203304 0.00163919 0.000554433
threshold=0.08988500000000002 0.093785000000000021 -0.059114999999999994 -0.24910499999999999 0.15372000000000005 0.09556000000000002 0.12205500000000002 0.13407000000000005 0.63455500000000009 -0.46885499999999997 -0.057024999999999999 -0.14075499999999999 0.048265000000000009 -0.44524499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 13 -1 5 6 7 8 -5 -7 11 -11 -12 -3
right_child=1 2 -4 4 -6 9 -8 -9 -10 10 12 -13 -14 -15
leaf_value=0.00034463690885401315 -0.0017942713136307247 -0.0004010423289484079 0.00037103980187821675 -1.1431557046169643e-05 -0.00057679481523007815 0.00053094664731196306 -0.00047804354677210209 0.00047059998641311144 -0.00045295970245108456 0.00083181908544749232 -0.00015276065408028082 -1.3471146065320274e-05 0.00044583114546142008 0
leaf_weight=68 48 54 69 2760 59 47 51 47 49 46 218 68 57 89
leaf_count=68 48 54 69 2760 59 47 51 47 49 46 218 68 57 89
internal_value=0 -0.000314978 1.60952e-05 -3.51326e-06 -1.07128e-05 -4.77237e-07 -1.95483e-05 -1.10742e-05 -1.9425e-05 0.0001248 7.36237e-05 0.00032043 -2.5712e-05 -0.000149447
internal_weight=0 260 212 3470 3402 3343 2907 2856 2809 436 389 114 275 143
internal_count=3730 260 212 3470 3402 3343 2907 2856 2809 436 389 114 275 143
is_linear=0
shrinkage=0.0995203


Tree=7864
num_leaves=25
num_cat=0
split_feature=19 8 8 18 8 8 26 9 18 8 9 27 17 17 8 11 9 8 8 17 26 9 21 1
split_gain=0.0124954 0.00922948 0.0478547 0.00265591 0.00458091 0.0134536 0.01896 0.00180905 0.00180815 0.00508995 0.00232864 0.00128485 0.0010953 0.00108668 0.00107368 0.000918624 0.00083665 0.00155456 0.00126764 0.000473058 0.001643 0.00108329 0.00110931 0.000397437
threshold=0.14107000000000006 -0.098504999999999995 -0.11061499999999999 -0.019539999999999998 -0.084324999999999997 -0.086154999999999995 0.084585000000000021 0.084055000000000032 -0.070104999999999987 -0.076924999999999993 0.098720000000000016 -0.0027049999999999995 0.4039100000000001 -0.55286000000000002 -0.49499500000000002 -0.08577499999999999 0.11408000000000003 0.056535000000000009 0.056535000000000009 -0.05543 0.082850000000000021 -0.096659999999999982 0.087885000000000019 0.066150000000000028
decision_type=2 2 2 2 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 5 7 -7 -3 12 -10 -11 -5 13 -6 23 -13 18 -18 -17 20 -16 -21 -23 -1
right_child=-2 3 -4 11 8 6 -8 -9 9 10 -12 15 -14 -15 19 16 17 -19 -20 21 -22 22 -24 -25
leaf_value=-4.1442582314987239e-05 0.0016926580678673995 0.00054618999624010678 0.0028945101668894874 0.00053244481543055194 0.00040695667079826344 2.4758163584903202e-06 -0.0027931647173719547 -0.00023792065132676322 -0.00089174758025734589 0.00035179726966702086 -0.00046678112834248902 -0.00026772868493600582 0.00048046267540600171 -3.9114966525473471e-05 0.0007375895301917788 6.5462963184670237e-05 0 0.0007303416117216252 -0.00026382956302276847 0.00047050749362125059 -7.2114835943880477e-05 0.00011363352494566932 -0.00042779095649477856 -0.00044946762447783619
leaf_weight=59 46 60 68 55 58 46 49 55 88 97 53 89 48 788 48 1468 71 51 125 48 48 110 56 46
leaf_count=59 46 60 68 55 58 46 49 55 88 97 53 89 48 788 48 1468 71 51 125 48 48 110 56 46
internal_value=0 4.15297e-05 0.000447118 -1.94139e-05 -0.000126299 -0.000553557 -0.00143087 0.000164062 -4.63137e-05 -0.000290289 5.71087e-05 5.73051e-05 1.77216e-05 -7.56556e-06 4.41269e-05 4.23653e-05 5.8935e-05 0.000311087 3.911e-05 0.000138937 0.00032421 5.19989e-05 -6.40843e-05 -0.000227993
internal_weight=0 3684 483 3201 1342 210 95 115 1132 238 150 1859 894 846 415 1804 1715 122 1593 310 96 214 166 105
internal_count=3730 3684 483 3201 1342 210 95 115 1132 238 150 1859 894 846 415 1804 1715 122 1593 310 96 214 166 105
is_linear=0
shrinkage=0.0995203


Tree=7865
num_leaves=23
num_cat=0
split_feature=19 8 8 20 20 3 20 23 8 6 6 26 9 8 3 3 9 4 1 4 8 26
split_gain=0.0101309 0.00817373 0.0458321 0.00183006 0.00648734 0.00824115 0.00146774 0.00111613 0.0010714 0.000860231 0.00399034 0.00163553 0.000821732 0.00180219 0.00178007 0.00362736 0.00125397 0.000768177 0.00236462 0.00098719 0.000536545 0.000288627
threshold=0.14107000000000006 -0.10337499999999999 -0.11257499999999999 -0.081564999999999985 -0.084084999999999993 0.089165000000000022 -0.080384999999999998 -0.022119999999999997 -0.14546000000000001 -0.101065 -0.095554999999999987 -0.047160000000000001 0.083925000000000013 -0.084129999999999996 0.086965000000000028 0.098000000000000018 0.08895500000000002 0.11541000000000003 0.0099250000000000015 0.092675000000000021 -0.44475499999999996 0.080935000000000021
decision_type=2 2 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 -5 -8 17 11 -11 -9 14 -14 -3 -16 -15 19 -19 21 -20 -1
right_child=-2 3 -4 6 5 -7 7 9 -10 10 -12 -13 13 16 15 -17 -18 18 20 -21 -22 -23
leaf_value=0.00013719682869430539 0.0015242044369273228 0.00027687461906440768 0.0030993716112610861 0.00041548809134763843 -0.0016743475262459445 -0.00013135358693570551 0.00039599196690725478 0.00013519223309405861 0.00045258931487777163 0.00084701509938032689 -4.2850312986694918e-06 -0.0002905389184275885 0.00054293834073937213 -0.00039404563913594256 -0.00098669709127478323 8.631114085786493e-05 0.00013619453905174312 0.00066641554122515503 -0.00033246696703214491 -0.0004951458421651486 0.00010891451757706455 -0.00018416272357080137
leaf_weight=69 46 62 56 89 58 87 70 134 57 56 2024 257 73 65 54 71 136 56 59 58 47 46
leaf_count=69 46 62 56 89 58 87 70 134 57 56 2024 257 73 65 54 71 136 56 59 58 47 46
internal_value=0 3.74157e-05 0.000435894 -1.74976e-05 -0.000173539 -0.000754197 1.81459e-05 3.90661e-06 5.33085e-05 -6.86934e-06 1.8241e-05 -0.000142542 7.32164e-06 0.000118774 -0.000151605 -0.00037068 -3.12035e-05 -1.21852e-05 0.000140881 -0.000160251 -0.000129037 1.5345e-06
internal_weight=0 3684 448 3236 606 145 2630 2541 392 2471 2080 391 461 274 187 125 201 335 162 173 106 115
internal_count=3730 3684 448 3236 606 145 2630 2541 392 2471 2080 391 461 274 187 125 201 335 162 173 106 115
is_linear=0
shrinkage=0.0995203


Tree=7866
num_leaves=25
num_cat=0
split_feature=19 8 8 18 8 8 9 18 8 9 26 9 8 8 17 8 4 17 8 21 18 18 4 8
split_gain=0.00821314 0.0066318 0.0371572 0.00200642 0.00338345 0.0120438 0.00179754 0.00146278 0.00410177 0.0019091 0.00109287 0.00809692 0.00098635 0.00491623 0.00230774 0.000892361 0.00120472 0.000795882 0.000873895 0.00189698 0.00112081 0.000624862 0.000626373 0.000636377
threshold=0.14107000000000006 -0.10337499999999999 -0.11257499999999999 -0.019539999999999998 -0.084514999999999993 -0.086154999999999995 0.083875000000000019 -0.070104999999999987 -0.076924999999999993 0.098720000000000016 0.12158000000000002 0.11296000000000002 -0.076554999999999998 -0.078704999999999997 -0.083000000000000004 -0.49499500000000002 0.12061000000000001 -0.54752499999999993 -0.080445000000000003 0.10237500000000002 -0.011569999999999999 0.10554500000000001 0.11860000000000002 -0.15713999999999997
decision_type=2 2 2 2 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 5 6 -3 12 -9 -10 17 -12 13 -6 -14 16 -1 -5 20 -20 -19 22 23 -17
right_child=-2 3 -4 10 7 -7 -8 8 9 -11 11 -13 14 -15 -16 21 -18 18 19 -21 -22 -23 -24 -25
leaf_value=0.00014382437861577886 0.0013725153370859598 -0.0002626291875080764 0.0027909216453492645 0.00042549151016317934 -1.7898580719362704e-05 -0.0013652179382569977 0.00049460399703019076 -0.00079936314965930186 0.00031925102174069643 -0.00042174702833274553 0.0010927912682705792 -0.0004799178014125952 4.6348724120704056e-05 0.00096897985763356553 -0.00043363783153155413 -9.853759443518236e-05 -0.00052177315599743796 0.00038629466407105078 -0.00012582534685900924 0.00025361689741980266 4.3826713812744024e-05 -0.00017414664442463179 0.00044502970003350989 0.00029237059634681028
leaf_weight=50 46 55 56 49 291 88 69 88 97 53 67 62 421 60 129 81 55 110 690 160 747 49 77 80
leaf_count=50 46 55 56 49 291 88 69 88 97 53 67 62 421 60 129 81 55 110 690 160 747 49 77 80
internal_value=0 3.37585e-05 0.000392696 -1.56807e-05 -0.000108438 -0.00047385 0.000152133 -3.97062e-05 -0.000259367 5.19742e-05 5.03654e-05 0.00033057 1.74087e-05 0.000148466 -6.47416e-05 4.80033e-05 -0.000197026 2.93147e-05 1.74627e-05 -5.34378e-05 8.87393e-05 0.0001405 0.00020872 9.06179e-05
internal_weight=0 3684 448 3236 1351 212 124 1139 238 150 1885 129 901 351 550 392 105 1756 1707 850 857 287 238 161
internal_count=3730 3684 448 3236 1351 212 124 1139 238 150 1885 129 901 351 550 392 105 1756 1707 850 857 287 238 161
is_linear=0
shrinkage=0.0995203


Tree=7867
num_leaves=20
num_cat=0
split_feature=17 0 9 9 3 17 9 28 20 20 9 5 5 10 7 17 17 5 3
split_gain=0.00484547 0.0114642 0.004808 0.0288843 0.0417892 0.00265775 0.00195433 0.0018809 0.00117905 0.00720758 0.00918715 0.00180011 0.00120068 0.00132438 0.000859805 0.000704958 0.00206766 0.00156161 0.000496207
threshold=0.51362000000000008 -0.077174999999999994 0.083610000000000032 0.081095000000000014 0.084550000000000028 0.4839500000000001 0.083875000000000019 0.081965000000000024 -0.081564999999999985 -0.084084999999999993 0.086375000000000021 -0.025879999999999997 -0.50749999999999995 0.090150000000000022 0.081185000000000021 -0.095109999999999986 -0.05543 0.23074000000000006 0.095240000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 18 3 7 -5 6 -4 14 9 11 -11 -8 -10 -14 15 17 -17 -1 -2
right_child=1 -3 5 4 -6 -7 8 -9 12 10 -12 -13 13 -15 -16 16 -18 -19 -20
leaf_value=-0.00050033588429783231 0.00021607676541031724 0.0018877658743963505 -0.00060785260810305053 0.00012693395779583705 0.004012294652524122 -0.00066853655733564883 -0.00021825747481213557 0.00058622348691824322 -0.00040680732592238177 -0.0019308062258789754 -0.00012660691032955428 0.00028885775034911688 3.9109879121637142e-05 -0.00047425282398405735 0.00039217063956343634 0.00033858959719484087 -7.9959917581563206e-05 3.6376982935804079e-05 -0.0002254646587785174
leaf_weight=93 53 47 58 69 46 68 112 55 66 46 74 178 1830 51 49 151 515 121 48
leaf_count=93 53 47 58 69 46 68 112 55 66 46 74 178 1830 51 49 151 515 121 48
internal_value=0 0.000603749 2.22134e-05 0.000195684 0.0016882 -5.42368e-05 -3.66007e-05 2.04221e-05 -2.21963e-05 -0.00017569 -0.000825039 9.01835e-05 9.70601e-06 2.47557e-05 -1.21941e-05 -3.56402e-05 1.37073e-05 -0.000193042 0
internal_weight=0 148 3582 1099 115 2483 2415 984 2357 410 120 290 1947 1881 929 880 666 214 101
internal_count=3730 148 3582 1099 115 2483 2415 984 2357 410 120 290 1947 1881 929 880 666 214 101
is_linear=0
shrinkage=0.0995203


Tree=7868
num_leaves=22
num_cat=0
split_feature=26 27 10 8 4 1 0 3 0 8 8 0 7 3 5 4 1 21 27 0 26
split_gain=0.00311077 0.012127 0.00210324 0.00192502 0.00206055 0.00157199 0.0015611 0.00319868 0.00109261 0.00102929 0.00125203 0.0014845 0.0010405 0.00136888 0.000764146 0.000754054 0.00104663 0.00074586 0.000799013 0.00052325 0.00100862
threshold=-0.126245 0.083925000000000013 0.090150000000000022 -0.088520000000000001 0.13707500000000003 -0.081594999999999987 -0.080974999999999991 0.084290000000000018 -0.088174999999999989 -0.086914999999999992 -0.087444999999999995 -0.087184999999999999 0.058975000000000007 -0.012959999999999999 -0.010424999999999999 0.10198500000000002 -0.078729999999999994 0.10089500000000003 0.086250000000000021 -0.09937 -0.2382
decision_type=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 5 9 6 7 -2 17 10 11 -5 13 -11 -9 16 -10 18 -7 -1 -21
right_child=2 -3 -4 4 -6 8 -8 14 15 12 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22
leaf_value=-0.00030635791560188532 2.8072951998290158e-05 0.0015963970735130087 -0.0006196263469609647 0.00050533672956720374 -0.00060697352748867233 -0.00028770084998499705 0 -0.0011375466163469825 -6.7990016404419776e-07 -0.00048263892461986648 0.00063181180069558842 -0.00023525716127442291 0.00042596605136387768 3.3180831393582476e-05 -0.00054641211905043794 -0.00013155342812865622 0.00055628719261133566 0.0001185073501534846 0.00011818507148302777 -0.00023482974904871515 0.00029806542646639342
leaf_weight=51 62 59 56 46 48 255 85 54 60 52 65 63 65 2248 49 60 68 83 56 61 81
leaf_count=51 62 59 56 46 48 255 85 54 60 52 65 63 65 2248 49 60 68 83 56 61 81
internal_value=0 0.000347473 -1.45481e-05 -4.39805e-06 3.77033e-05 -0.000136291 -0.000345513 -0.000524008 -4.50121e-05 5.02134e-05 0.000284437 6.97768e-05 3.26347e-05 2.11629e-05 -0.000864275 0.000150299 0.000288813 -0.000140284 -0.000211983 -3.00807e-05 6.33807e-05
internal_weight=0 252 3475 3419 2587 832 250 165 582 2539 174 109 2365 2300 103 188 128 394 311 193 142
internal_count=3727 252 3475 3419 2587 832 250 165 582 2539 174 109 2365 2300 103 188 128 394 311 193 142
is_linear=0
shrinkage=0.0995203


Tree=7869
num_leaves=19
num_cat=0
split_feature=28 8 27 4 10 2 6 6 21 18 26 8 1 8 18 0 2 26
split_gain=0.00252081 0.00249607 0.00303083 0.0106813 0.00160524 0.00118684 0.000968015 0.00211596 0.0013489 0.00133441 0.00123735 0.000939837 0.000857368 0.000804048 0.000825759 0.000483972 0.00130452 0.000956204
threshold=0.080375000000000016 -0.089594999999999994 0.085370000000000015 0.11541000000000003 0.090150000000000022 -0.026175 -0.098424999999999999 -0.10754999999999999 0.11412000000000001 -0.25748499999999996 -0.025024999999999999 -0.090440000000000006 0.066150000000000028 -0.52813999999999994 -0.063154999999999989 -0.084834999999999994 -0.079149999999999984 0.08598500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 -4 6 -5 7 10 9 -8 -3 13 -10 -1 -15 17 -17 -16
right_child=-2 2 3 5 -6 -7 8 -9 12 -11 -12 -13 -14 14 15 16 -18 -19
leaf_value=-0.00050335638680281173 0.00055445148368781969 -0.00038133418345742779 0.0016844438604984976 0.00025611627697771276 -0.00053798790961278405 -0.00039759669593456313 0.00055383395030663112 -0.00073850495024076722 -0.00029584081220008043 5.9243469039728669e-05 9.8320103366974628e-05 -0.00056652562883709775 0.00015145027331497679 0.0002253567330309606 -4.2498188013809279e-05 0.00042675743547928159 -0.00017620796816608582 -0.00034212167063182072
leaf_weight=54 82 72 49 52 51 57 56 49 169 2054 202 54 54 68 221 51 117 215
leaf_count=54 82 72 49 52 51 57 56 49 169 2054 202 54 54 68 221 51 117 215
internal_value=0 -3.35054e-06 3.9391e-05 0.000463246 1.43494e-05 -7.82233e-05 2.52635e-05 -0.000135549 4.78785e-05 7.2758e-05 -2.47328e-05 -0.000161393 -0.000183857 -0.000130132 -9.89222e-05 -0.000136786 1.9624e-06 -0.000192126
internal_weight=0 3645 2865 158 2707 109 2656 323 2333 2110 274 780 223 726 672 604 168 436
internal_count=3727 3645 2865 158 2707 109 2656 323 2333 2110 274 780 223 726 672 604 168 436
is_linear=0
shrinkage=0.0995203


Tree=7870
num_leaves=18
num_cat=0
split_feature=3 26 8 3 5 0 17 11 5 8 7 8 0 0 20 2 8
split_gain=0.00256687 0.0108565 0.00143388 0.00127001 0.00365658 0.00113286 0.00117328 0.00163923 0.00258545 0.00176829 0.0011093 0.000728865 0.00131033 0.00521967 0.00125119 0.00263508 0.000863507
threshold=0.084505000000000011 -0.097259999999999999 -0.49499500000000002 0.084895000000000012 -0.011204999999999998 0.019150000000000004 0.11180000000000002 -0.085879999999999998 -0.16926499999999997 -0.085764999999999994 0.075985000000000011 0.0012600000000000003 -0.068189999999999987 -0.065519999999999981 0.0074100000000000017 -0.041009999999999998 -0.080364999999999992
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 -4 6 7 -3 -9 -10 11 12 16 -14 15 -13 -5
right_child=2 5 3 10 -6 -7 -8 8 9 -11 -12 14 13 -15 -16 -17 -18
leaf_value=0.0016740135448454244 -0.00043879681354390258 -0.00029857883767346176 0.00019832564075907173 5.0842548761962207e-05 -0.0010150049896249767 -0.00031605082962502234 -0.00030294037529815168 0.00097231521021439577 -8.9307685949153683e-05 0.00043418811257754089 -0.00035713156845738902 -7.075632353598137e-05 0.0011537190589136889 6.0783766325916668e-05 0.00035817036737300614 -0.00085540262570032142 -7.8986342406671775e-05
leaf_weight=46 81 54 51 1185 46 64 52 47 130 122 85 341 49 390 49 49 886
leaf_count=46 81 54 51 1185 46 64 52 47 130 122 85 341 49 390 49 49 886
internal_value=0 0.000214221 -2.50505e-05 -1.40853e-05 -0.000368629 6.92974e-05 0.000132213 0.000198634 0.00029117 0.000160882 -2.48036e-06 7.46428e-06 2.84156e-05 0.000184639 -0.000110461 -0.000171439 -4.30461e-06
internal_weight=0 515 3212 3131 97 469 405 353 299 252 3034 2949 2510 439 439 390 2071
internal_count=3727 515 3212 3131 97 469 405 353 299 252 3034 2949 2510 439 439 390 2071
is_linear=0
shrinkage=0.0995203


Tree=7871
num_leaves=18
num_cat=0
split_feature=26 26 10 28 8 6 6 5 8 8 21 0 26 18 18 3 0
split_gain=0.00231522 0.0114739 0.00149449 0.00126672 0.00142438 0.0010181 0.00230322 0.00191851 0.00135885 0.00180444 0.000858786 0.000795939 0.00240352 0.000684034 0.00173602 0.00164076 0.000662732
threshold=-0.126245 -0.14859999999999998 0.090150000000000022 0.083225000000000021 -0.088520000000000001 -0.098424999999999999 -0.11191 -0.43873000000000001 -0.086914999999999992 -0.087444999999999995 0.11987500000000002 -0.057604999999999996 -0.236315 -0.015069999999999998 -0.0090849999999999976 0.086465000000000028 -0.14124499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 13 6 7 -6 9 -7 -10 12 -1 15 -15 -2 -16
right_child=2 -3 -4 -5 5 8 -8 -9 10 -11 -12 -13 -14 14 16 -17 -18
leaf_value=0.00048188903750987866 0.00054985983755943769 0.001719639215592106 -0.000524061292053335 0.00048650325884899188 0.00028475326699616259 4.5804590580295595e-05 -0.00078269722238576123 -0.00022867838925258018 4.4867602942091351e-05 0.00076808320793934535 -0.00020977680442338625 -0.00034661894440897001 -0.00030748449687302261 -0.00076072154562808103 -0.00032950533017989028 -0.00020261038380056583 -7.1209903636744278e-05
leaf_weight=79 47 46 56 51 116 88 47 189 1919 59 140 54 73 46 126 72 519
leaf_count=79 47 46 56 51 116 88 47 189 1919 59 140 54 73 46 126 72 519
internal_value=0 0.000298374 -1.39463e-05 -5.35168e-06 -1.30427e-05 2.31057e-05 -0.000133454 -3.0722e-05 4.84581e-05 0.000341268 2.71557e-05 -1.50222e-05 9.73963e-05 -0.000128211 -0.000166579 8.77046e-05 -0.000122937
internal_weight=0 252 3475 3419 3368 2558 352 305 2206 147 2059 206 152 810 691 119 645
internal_count=3727 252 3475 3419 3368 2558 352 305 2206 147 2059 206 152 810 691 119 645
is_linear=0
shrinkage=0.0995203


Tree=7872
num_leaves=23
num_cat=0
split_feature=2 2 26 9 9 9 1 18 9 6 5 5 4 4 21 26 7 18 20 20 9 5
split_gain=0.0024397 0.0126089 0.00245965 0.00202341 0.0044489 0.00389679 0.00694952 0.00170157 0.0035693 0.00233444 0.00159393 0.00146355 0.00125119 0.00146987 0.00121145 0.00148266 0.001283 0.0013812 0.00112013 0.000766539 0.000997693 0.00122627
threshold=-0.098809999999999995 -0.104295 -0.23033499999999998 0.094435000000000033 0.095285000000000022 0.09310000000000003 -0.067015000000000005 0.10307000000000002 0.097365000000000021 0.098855000000000012 -0.097345000000000001 0.054660000000000007 0.11670500000000002 0.10386500000000003 -0.084999999999999992 0.084165000000000031 0.077685000000000018 -0.087989999999999985 -0.065649999999999986 -0.10892 0.095415000000000014 0.073820000000000011
decision_type=2 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 -2 5 -5 14 -7 10 -9 -10 -6 -12 13 19 15 18 17 -16 -4 -1 21 -21
right_child=2 -3 3 4 7 6 -8 8 9 -11 11 -13 -14 -15 16 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.00037530420501538664 0.00049999950013130204 -0.001717621856541858 -0.00017102046360748931 -0.0010796785020066408 -0.00036311376945127367 0.0014899893644729129 -0.00011713752957022469 -0.0010878902517706857 0.00036444967763530229 -0.0004817755455278978 0.00035551931015040698 -7.4602404550463998e-05 0.00039665679401703605 -0.00051115818166141936 -0.0001454063053930273 4.6312531363188516e-05 -0.00051430183920339156 5.4872784775765374e-05 -0.00089249174306804159 0.00014451840887586614 0.00041013231862730142 -0.00038308419481905196
leaf_weight=52 90 52 46 51 90 48 58 49 60 69 138 176 49 81 420 75 46 1795 46 106 57 73
leaf_count=52 90 52 46 51 90 48 58 49 60 69 138 176 49 81 420 75 46 1795 46 106 57 73
internal_value=0 -0.000255465 -1.25591e-05 -2.73835e-05 -0.000186622 1.20717e-05 0.000602896 -0.000106958 -0.000363383 -8.18365e-05 3.99541e-06 0.000111825 -7.16112e-05 -0.000136012 -1.3385e-05 -0.000272145 5.36525e-06 1.6527e-05 -0.000540654 -2.76592e-05 4.54718e-05 -6.60758e-05
internal_weight=0 470 3257 3167 633 2534 106 582 178 129 404 314 418 369 2428 167 2261 2215 92 288 236 179
internal_count=3727 470 3257 3167 633 2534 106 582 178 129 404 314 418 369 2428 167 2261 2215 92 288 236 179
is_linear=0
shrinkage=0.0995203


Tree=7873
num_leaves=20
num_cat=0
split_feature=27 2 2 23 9 9 9 6 18 9 6 10 9 26 9 8 18 18 21
split_gain=0.00231181 0.0019447 0.0110684 0.00165141 0.00153631 0.00525459 0.00288829 0.00201217 0.00140553 0.00311631 0.0015612 0.00108626 0.000972517 0.00142449 0.000890709 0.000819202 0.000746976 0.00194506 0.000664799
threshold=0.11726500000000002 -0.098809999999999995 -0.104295 -0.063684999999999992 0.094435000000000033 0.09518500000000002 0.09310000000000003 0.090600000000000028 0.10307000000000002 0.097365000000000021 0.10313000000000001 0.091445000000000026 0.092465000000000033 0.11215000000000001 0.095950000000000021 0.10851500000000001 -0.025879999999999997 -0.117225 0.084095000000000017
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 -3 6 -6 12 -8 10 -10 -7 14 13 -5 16 -16 17 -1 -18
right_child=-2 3 -4 4 5 8 7 -9 9 -11 -12 -13 -14 -15 15 -17 18 -19 -20
leaf_value=-0.00026660589678359053 0.00062510948119128224 -0.00057217029857320749 -0.0016387628726687222 -3.3953278867170351e-06 -0.0011754346780391348 -7.1426931008655115e-05 2.3418042738723125e-05 0.00091156557360246059 -0.00097962319437105766 -3.6798279460707297e-05 0.00039252007258853549 0.00031949777285083007 -0.00038515154608312205 0.00041608097896686015 -0.00068952884200445934 -7.8831787614604902e-05 -3.0936313142296093e-05 0.00062252034227705956 -0.00048216538355448527
leaf_weight=47 51 53 50 2273 46 323 47 60 49 126 92 60 63 83 48 46 113 49 48
leaf_count=47 51 53 50 2273 46 323 47 60 49 126 92 60 63 83 48 46 113 49 48
internal_value=0 -4.86169e-05 -0.000239945 -2.09276e-05 -1.14291e-05 -0.00014985 2.30987e-05 0.000529096 -6.85014e-05 -0.000305467 2.94514e-05 -6.77805e-05 3.78397e-07 1.1035e-05 -0.000136314 -0.000399386 -3.6908e-05 0.000178692 -0.000170549
internal_weight=0 3676 461 3215 3162 636 2526 107 590 175 415 411 2419 2356 351 94 257 96 161
internal_count=3727 3676 461 3215 3162 636 2526 107 590 175 415 411 2419 2356 351 94 257 96 161
is_linear=0
shrinkage=0.0995203


Tree=7874
num_leaves=26
num_cat=0
split_feature=3 18 2 1 3 6 18 1 8 1 9 6 2 17 4 6 3 9 2 9 4 9 6 0 3
split_gain=0.00210203 0.0172896 0.00208744 0.00352378 0.00323125 0.00180052 0.00139471 0.00219414 0.00526185 0.00437381 0.00191746 0.00162305 0.00186382 0.00116363 0.00112596 0.000992084 0.00346554 0.00114586 0.00388471 0.0033753 0.00126228 0.000550297 0.000494609 0.000253928 0.000137527
threshold=0.08400500000000001 -0.097709999999999991 -0.086304999999999993 -0.085349999999999995 0.083055000000000018 -0.47511999999999999 0.10435500000000002 -0.049499999999999995 -0.070134999999999989 -0.077945 0.09296500000000002 -0.074569999999999984 -0.06454 -0.0082649999999999998 0.13528000000000004 0.11690000000000002 0.097880000000000023 0.11351500000000002 -0.060455000000000002 0.10814500000000002 0.13312000000000004 0.088035000000000016 0.18123500000000006 -0.090394999999999989 0.095240000000000019
decision_type=2 2 2 2 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 23 -2 15 8 10 -10 21 12 24 -5 -15 17 -17 19 -19 20 -7 -8 -18 -3 -9
right_child=5 2 3 13 -6 6 7 11 9 -11 -12 -13 -14 14 -16 16 22 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.0020229176766636617 0.0005662439677503444 -0.00015469124862365401 0.00086090466723755905 -0.00040668293394621421 -0.00099716294337832902 3.4836419154938721e-05 0 0.00022281928093063178 -0.00026676124565767396 -0.0015045390726543333 0.0005542920591954547 0.0004282027986769221 -0.0006631587503558757 0.00044302370381731396 -0.00019797824507197611 -0.00079504905447152737 -5.9021101983380531e-05 0.00016179818647036562 -0.00098534643702478009 0.00081705797750411481 -0.00035280193213276792 -0.00046395143140091775 0.00037648874593213503 0.00016361679959720979 -5.9389316782225991e-07
leaf_weight=48 53 47 56 59 46 2356 49 48 61 56 47 76 46 58 49 65 53 75 47 54 86 47 46 52 47
leaf_count=48 53 47 56 59 46 2356 49 48 61 56 47 76 46 58 49 65 53 75 47 54 86 47 46 52 47
internal_value=0 -0.000246602 -1.20466e-05 0.000177442 -0.000307807 -8.67562e-06 -1.82765e-05 -0.000175584 -0.000370997 -0.000866199 2.84439e-05 5.47783e-05 -0.000140694 -4.81919e-05 0.00014183 8.4011e-06 -0.000228584 2.35593e-05 -0.000273425 3.84034e-05 2.08497e-05 -0.000220475 0.000135068 4.23191e-06 0.000103671
internal_weight=0 415 367 222 145 3312 3259 477 260 117 143 217 141 166 107 2782 164 2618 122 2496 2442 96 99 99 95
internal_count=3727 415 367 222 145 3312 3259 477 260 117 143 217 141 166 107 2782 164 2618 122 2496 2442 96 99 99 95
is_linear=0
shrinkage=0.0995203


Tree=7875
num_leaves=19
num_cat=0
split_feature=29 17 3 21 2 1 9 9 3 6 5 1 8 21 0 20 0 20
split_gain=0.00205455 0.00240131 0.0152906 0.00156112 0.00167378 0.00154078 0.00339419 0.0134545 0.00265073 0.00310945 0.00293696 0.00204622 0.0016375 0.0012606 0.00164816 0.000958756 0.000883973 0.000375978
threshold=-0.14715999999999999 0.043850000000000007 0.083055000000000018 -0.084999999999999992 -0.08569499999999998 -0.07002499999999999 0.094435000000000033 0.097365000000000021 0.087625000000000022 0.11816500000000002 -0.033039999999999993 -0.080085000000000003 -0.08569499999999998 -0.079279999999999989 -0.23998999999999998 0.10881000000000003 0.12346000000000003 0.15091500000000005
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 -2 6 11 -8 -7 10 -10 12 -4 -5 -15 16 -16 -17
right_child=1 2 5 13 -6 8 7 -9 9 -11 -12 -13 -14 14 15 17 -18 -19
leaf_value=0.0006280241288156099 4.7232102754791117e-05 -0.0018548097226611538 0.00013485199992854612 0.00051544316567218569 -0.00058390868933181218 0.00065010329462360434 -0.0017755827775653452 0.00047249734102737859 -4.7928526981961099e-05 0.00049845071870658394 -0.00076671401586962098 0.00042789152070421739 -0.00052529865395277539 -0.00056196639301548572 5.2827442054744461e-05 -0.00049175723426981937 -0.00022549898329295401 -6.7465532491800605e-05
leaf_weight=46 74 51 64 51 89 59 56 49 346 83 68 67 84 48 2281 46 118 47
leaf_count=46 74 51 64 51 89 59 56 49 346 83 68 67 84 48 2281 46 118 47
internal_value=0 -4.03622e-05 -0.000178938 5.98525e-06 -0.000292356 -8.04352e-05 -0.00025459 -0.000718683 1.83257e-05 -5.5027e-05 -0.000167967 -2.41329e-05 -0.000234297 2.50699e-05 1.49015e-05 2.63414e-05 3.87961e-05 -0.000286133
internal_weight=0 3681 927 2754 163 876 320 105 556 497 414 215 148 2591 2540 2492 2399 93
internal_count=3727 3681 927 2754 163 876 320 105 556 497 414 215 148 2591 2540 2492 2399 93
is_linear=0
shrinkage=0.0995203


Tree=7876
num_leaves=27
num_cat=0
split_feature=3 18 8 26 9 9 3 3 2 8 2 9 5 0 0 2 9 5 5 17 18 17 5 26 2 36
split_gain=0.00685032 0.0304345 0.00177365 0.0010029 0.000990406 0.00110029 0.00290879 0.00322082 0.00196702 0.0021008 0.00126351 0.00220679 0.00381299 0.00166572 0.0025903 0.00246604 0.00108499 0.00101157 0.00286042 0.00265801 0.00148475 0.00114397 0.00206281 0.00111534 0.000381303 0.000591111
threshold=0.082130000000000022 -0.094939999999999997 -0.51030999999999993 -0.085605000000000001 0.08951000000000002 0.092150000000000024 0.090835000000000013 0.089655000000000026 -0.079739999999999991 -0.076554999999999998 -0.076254999999999989 0.094685000000000033 0.054660000000000007 -0.073219999999999993 -0.069824999999999984 -0.077849999999999989 0.089105000000000018 -0.084089999999999984 -0.053109999999999997 -0.0062099999999999994 -0.14624999999999996 -0.0064000000000000003 -0.092864999999999989 0.087675000000000017 -0.022909999999999996 0.087940000000000018
decision_type=2 2 2 2 2 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 -3 16 6 7 -6 9 -8 13 -12 -13 15 -15 -7 17 21 19 -19 -20 22 -4 -23 -5 -26
right_child=2 3 4 24 5 10 8 -9 -10 -11 11 12 -14 14 -16 -17 -18 18 20 -21 -22 23 -24 -25 25 -27
leaf_value=0.0028299285480888965 0.00046990583060317777 -0.00037767628266270826 -5.1378874258753142e-05 -5.0850663861466609e-06 -0.00032426575381281822 8.5282168518302029e-05 -0.00036570743311654144 0.00076736353923040682 -0.00013573681979939486 -0.0013040882630863436 -0.00069086046251691275 0.00013753061668312985 -0.00049144383869570505 -0.00072212954357824303 2.9836186208985521e-05 0.00087793973653890137 0.0003985826318085751 0.00087019319691256623 -0.00037938738659234805 8.1448449829704518e-06 2.8515514971034278e-05 -0.00011806856471654029 -0.00088871724916891371 0.00022390921031464851 4.7752004739403151e-05 0.00053537149729389268
leaf_weight=46 71 46 80 91 63 222 54 46 80 47 69 273 146 56 230 48 69 76 96 70 1108 408 48 122 62 46
leaf_count=46 71 46 80 91 63 222 54 46 80 47 69 273 146 56 230 48 69 76 96 70 1108 408 48 122 62 46
internal_value=0 0.000480855 -2.16737e-05 3.64622e-05 -3.21459e-05 -9.91196e-05 -0.000271264 0.000128912 -0.000516777 -0.000810485 -5.05175e-05 -0.000167775 -7.9681e-05 5.09271e-05 -0.00011454 0.000229231 1.04753e-05 -2.45336e-06 4.64426e-05 0.00046249 -3.3284e-06 -0.000104016 -0.000371776 -3.78046e-05 0.000136306 0.000263022
internal_weight=0 291 3482 245 3411 1334 290 109 181 101 1044 488 419 556 286 270 2077 2008 1350 146 1204 658 128 530 199 108
internal_count=3773 291 3482 245 3411 1334 290 109 181 101 1044 488 419 556 286 270 2077 2008 1350 146 1204 658 128 530 199 108
is_linear=0
shrinkage=0.0995203


Tree=7877
num_leaves=14
num_cat=0
split_feature=3 18 8 22 28 21 8 21 20 26 26 4 4
split_gain=0.00555436 0.0246777 0.00147032 0.00133316 0.00101076 0.000967813 0.00162094 0.00116436 0.00110776 0.000813753 0.000797475 0.000665441 0.000559846
threshold=0.082130000000000022 -0.094939999999999997 -0.52813999999999994 0.12431000000000002 0.079615000000000019 0.11987500000000002 -0.068904999999999994 0.11707000000000002 -0.071149999999999991 -0.085605000000000001 -0.23202999999999999 0.11541000000000003 0.094025000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 7 -7 10 -8 -3 -4 12 -11
right_child=2 9 3 -5 -6 6 8 -9 -10 11 -12 -13 -14
leaf_value=0.0025482937257274509 0.00051546674960184491 -0.00034008987372428332 -0.00034714134329005722 0.00039523181080359127 0.00033067439015002962 0.00011781041858629079 -0.00086201549231702443 0.0004430809123758398 -0.00021037422589091341 0.00016319432558040446 -3.1244426999899998e-05 0.00034307685078810934 -0.00027181820980569414
leaf_weight=46 50 46 82 72 72 64 49 50 64 66 2979 81 52
leaf_count=46 50 46 82 72 72 64 49 50 64 66 2979 81 52
internal_value=0 0.000433 -1.94933e-05 -2.75255e-05 -3.68283e-05 -4.51248e-05 -0.000272107 -3.19475e-05 -0.000500189 3.2501e-05 -3.99743e-05 0.000122741 -2.15686e-05
internal_weight=0 291 3482 3432 3360 3288 177 3111 113 245 3061 199 118
internal_count=3773 291 3482 3432 3360 3288 177 3111 113 245 3061 199 118
is_linear=0
shrinkage=0.0995203


Tree=7878
num_leaves=15
num_cat=0
split_feature=2 2 4 9 4 8 22 29 0 17 36 1 27 6
split_gain=0.0033671 0.0211344 0.00248182 0.0018668 0.0026199 0.00184496 0.00131351 0.0011608 0.00105002 0.00141521 0.0010369 0.00164915 0.00103569 0.000977927
threshold=-0.097424999999999998 -0.10077999999999999 0.11670500000000002 0.09550500000000002 0.10386500000000003 -0.51030999999999993 0.12223500000000002 -0.109725 -0.080884999999999999 -0.42946499999999999 0.088655000000000025 -0.50597999999999999 -0.032854999999999995 0.085465000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 -2 7 -7 13 -10 11 -9 -13 -1
right_child=5 -3 -4 4 -6 6 -8 10 9 -11 -12 12 -14 -15
leaf_value=0.00011530432805197753 0.00044881135037053111 0.0021748522665624957 0.00072609703731259061 -7.5960157986467771e-07 -0.0009086800379918314 -0.00051565177965373816 0.00042939093531811103 -0.00050263800369115819 0.00069134566242214329 2.9243748453479865e-05 0.00035642345524536519 0.00036260533555250278 -4.1115591017756282e-05 -0.00046390374158826914
leaf_weight=74 80 51 46 87 51 51 59 76 55 83 65 64 2885 46
leaf_count=74 80 51 46 87 51 51 59 76 55 83 65 64 2885 46
internal_value=0 0.000256333 3.31129e-05 -4.53181e-05 -0.000342228 -2.25203e-05 -3.45595e-05 -4.35348e-05 0.000110321 0.000299057 -3.54777e-05 -4.41693e-05 -3.20763e-05 -9.99036e-05
internal_weight=0 493 442 396 138 3280 3200 3141 258 138 3090 3025 2949 120
internal_count=3773 493 442 396 138 3280 3200 3141 258 138 3090 3025 2949 120
is_linear=0
shrinkage=0.0995203


Tree=7879
num_leaves=18
num_cat=0
split_feature=2 2 4 9 4 8 20 29 26 26 6 17 26 18 18 2 18
split_gain=0.00273299 0.0171333 0.00201175 0.0015211 0.00211931 0.00149616 0.00134407 0.00175492 0.00130837 0.00167771 0.00273298 0.00113409 0.000877766 0.0009542 0.000746029 0.000421449 0.000450491
threshold=-0.097424999999999998 -0.10077999999999999 0.11670500000000002 0.09550500000000002 0.10386500000000003 -0.51030999999999993 0.27003000000000005 -0.109725 0.09112000000000002 0.093245000000000022 0.087075000000000027 0.052150000000000009 0.090545000000000028 -0.019539999999999998 -0.098315 -0.14091999999999996 0.0036600000000000005
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 -5 -2 7 -7 12 10 -10 -11 13 -9 -1 16 -16
right_child=5 -3 -4 4 -6 6 -8 8 9 11 -12 -13 -14 -15 15 -17 -18
leaf_value=0.00041413455120597429 0.00040414554320191012 0.0019584105533835311 0.0006538356858286549 -6.840069312461107e-07 -0.00081824830961129444 -0.00062484331567019607 0.00050169475644355321 -8.1976029979729679e-05 3.0897008081540183e-05 -0.00015076365906329194 -0.00077727628063033692 0.00010225391179996092 0.00040554889271571568 5.5728948627154625e-05 -0.00024919116493032803 0.00026521671768976361 8.8729502611487949e-05
leaf_weight=58 80 51 46 87 51 50 46 810 72 520 92 261 55 1294 75 48 77
leaf_count=58 80 51 46 87 51 50 46 810 72 520 92 261 55 1294 75 48 77
internal_value=0 0.000230988 2.98175e-05 -4.06023e-05 -0.00030876 -2.02294e-05 -3.10946e-05 -3.91247e-05 -2.94261e-05 -0.000127169 -0.000417477 -6.51603e-05 1.29772e-05 2.32607e-06 9.96577e-05 4.36621e-06 -7.2622e-05
internal_weight=0 493 442 396 138 3280 3200 3154 3104 945 164 781 2159 2104 258 200 152
internal_count=3773 493 442 396 138 3280 3200 3154 3104 945 164 781 2159 2104 258 200 152
is_linear=0
shrinkage=0.0995203


Tree=7880
num_leaves=28
num_cat=0
split_feature=26 26 6 21 1 1 18 18 8 1 8 8 1 26 26 6 21 8 0 5 8 5 26 5 24 0 19
split_gain=0.00528079 0.00768822 0.0220036 0.00442834 0.00182511 0.00294573 0.00143687 0.0106611 0.00213979 0.0028135 0.00430877 0.00142261 0.00463855 0.0012946 0.00223253 0.00116844 0.00113699 0.00397994 0.00126933 0.00226818 0.00122642 0.00265391 0.000972585 0.00149176 0.00119002 0.00074707 0.000565363
threshold=0.084355000000000027 0.083235000000000017 -0.0093650000000000001 0.16638500000000003 -0.49837999999999999 -0.50954999999999984 0.092545000000000016 0.096280000000000018 -0.090969999999999995 -0.072579999999999992 -0.068549999999999986 -0.049499999999999995 -0.078509999999999983 0.11081000000000002 0.090625000000000025 -0.063485 0.10343500000000001 -0.064125000000000001 -0.052884999999999995 0.073820000000000011 -0.073439999999999991 0.26676500000000009 0.0054200000000000012 -0.033039999999999993 -1.0000000180025095e-35 -0.15137999999999999 0.072660000000000016
decision_type=2 2 2 2 2 2 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 26 11 -8 -9 10 -10 16 -13 14 -11 -14 17 18 19 -2 21 -18 24 -24 -6 -26 -1
right_child=6 2 -4 -5 22 -7 7 8 9 13 -12 12 15 -15 -16 -17 20 -19 -20 -21 -22 -23 23 -25 25 -27 -28
leaf_value=0.00021494367170072463 2.1985777269600344e-05 0.00018158704449379039 -0.0023890447113888514 -0.0010397378425123635 0.00030802514606058492 -0.0008874395639462048 0.0015693605863443319 -0.00040010091504742208 0.0010155957360568498 0.00012750609539890695 -0.00015144463853908826 -0.0011091875589547861 -0.00023458993506577354 0.00022725323929212598 -0.0008248755292645137 0.00046906200549816151 -0.00038619869543706176 0.00098523019852972925 -0.00039205545136919906 0.00049639677351514871 -0.0005007540186141603 0.00054423947816331566 -9.3543934423587072e-05 0.00066236963457065384 4.8586335705306312e-05 -0.00014238434328350325 -0.00027384835220986358
leaf_weight=46 1135 77 57 50 76 70 51 86 73 47 53 46 46 65 48 46 71 46 63 110 74 53 54 47 259 850 47
leaf_count=46 1135 77 57 50 76 70 51 86 73 47 53 46 46 65 48 46 71 46 63 110 74 53 54 47 259 850 47
internal_value=0 -0.000182632 -0.000905782 -0.000117441 -8.50507e-05 -0.000399413 5.54763e-05 0.000219648 3.24055e-05 0.000165322 0.000518201 1.39005e-05 -0.000291572 -0.000107453 -0.00034508 0.000108338 4.15898e-05 7.45918e-05 4.19404e-05 6.45592e-05 -0.000179956 4.88682e-06 -4.45689e-05 0.000250113 -7.03761e-05 -9.70462e-05 -2.32778e-05
internal_weight=0 1633 134 1499 1449 163 2113 423 372 286 126 1690 138 160 95 92 1552 1354 1308 1245 198 124 1286 101 1185 1109 93
internal_count=3746 1633 134 1499 1449 163 2113 423 372 286 126 1690 138 160 95 92 1552 1354 1308 1245 198 124 1286 101 1185 1109 93
is_linear=0
shrinkage=0.0995203


Tree=7881
num_leaves=34
num_cat=0
split_feature=26 6 26 2 26 9 2 10 9 9 9 2 6 9 1 18 1 26 1 1 8 26 8 6 6 9 6 18 6 2 2 18 1
split_gain=0.00428271 0.0069822 0.0133212 0.00354417 0.00148784 0.0030057 0.00201911 0.00143506 0.00176572 0.00119853 0.00751262 0.00893422 0.00279147 0.0029108 0.00237109 0.00259798 0.00398388 0.00333183 0.00233214 0.00203153 0.00174322 0.00276608 0.00169419 0.00113405 0.00173461 0.00117296 0.00110067 0.00125899 0.000937597 0.000860129 0.00165763 0.00081315 0.000673652
threshold=0.084355000000000027 0.082060000000000022 0.080935000000000021 0.10003000000000002 -0.23202999999999999 0.11296000000000002 -0.082644999999999982 0.084475000000000022 0.096225000000000019 0.089255000000000015 0.08846500000000003 -0.080914999999999987 0.095080000000000012 0.089745000000000033 -0.083284999999999984 0.089365000000000014 -0.043804999999999997 0.11444500000000003 -0.068094999999999989 -0.07825 -0.078054999999999999 0.10393000000000002 -0.070649999999999991 0.098855000000000012 0.089810000000000015 0.086885000000000032 0.087575000000000028 -0.017129999999999996 0.086420000000000011 -0.10018999999999999 -0.089549999999999991 -0.018864999999999996 -0.063809999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 32 6 7 -1 29 -9 10 23 -12 13 -11 -15 16 -16 -17 19 -14 -20 -22 -21 24 26 -26 28 -28 -2 31 -31 -6 -3
right_child=9 2 -4 -5 5 -7 -8 8 -10 12 11 -13 18 14 15 17 -18 -19 20 22 21 -23 -24 -25 25 -27 27 -29 -30 30 -32 -33 -34
leaf_value=-7.1506619254546643e-06 4.1894227491320584e-05 -0.00021961669759772623 -0.0021645544669142715 -0.0010056199891162552 0.00053590227591624958 0.00069831114844215241 -0.00093307942402119388 -0.00087040153264738782 -4.6240794646832377e-05 -0.00092041815976260776 6.8720573129316703e-05 0.0018145634780597729 0 -0.00061688868425353763 0.00092463479778373721 8.7096639281473049e-05 -4.6381601744148484e-06 -0.00079728431457577601 0.00038928158776401167 0.00033506867845924169 -0.00090385010971813582 0.00012723777384217281 0.001111589547731972 0.00048439507226331365 0 -0.00066722159768887242 0.00069207392708144251 9.3636434359543175e-05 -0.00031277082404307003 -0.00054005173654523197 -3.9755117778867383e-05 -1.9540296780009658e-06 0.00021392021507050203
leaf_weight=51 609 85 47 51 46 51 46 49 59 46 65 54 70 75 54 85 286 81 49 69 46 56 52 52 51 59 52 118 84 71 954 63 60
leaf_count=51 609 85 47 51 46 51 46 49 59 46 65 54 70 75 54 85 286 81 49 69 46 56 52 52 51 59 52 118 84 71 954 63 60
internal_value=0 -0.000164456 -0.000657085 -0.000291423 -7.77457e-05 -4.88344e-05 -0.000454691 -8.01735e-05 -0.000427746 4.99553e-05 0.000119086 0.000867831 -3.08152e-05 -0.000156296 -9.43885e-05 -1.53249e-05 0.000140545 -0.000339507 0.000196839 0.000428678 -9.09917e-05 -0.000329737 0.000675546 3.13595e-05 6.30652e-06 -0.000364923 5.45729e-05 0.000281503 0 -4.63495e-05 -7.52085e-05 0.000217521 -3.45764e-05
internal_weight=0 1633 243 196 1390 1293 97 1242 108 2113 1144 119 969 627 581 506 340 166 342 191 151 102 121 1025 973 110 863 170 693 1134 1025 109 145
internal_count=3746 1633 243 196 1390 1293 97 1242 108 2113 1144 119 969 627 581 506 340 166 342 191 151 102 121 1025 973 110 863 170 693 1134 1025 109 145
is_linear=0
shrinkage=0.0995203


Tree=7882
num_leaves=24
num_cat=0
split_feature=21 26 26 17 17 17 17 23 1 1 3 17 5 0 0 3 5 5 0 18 5 18 5
split_gain=0.00384674 0.00273637 0.0121139 0.00263558 0.00209487 0.0118933 0.00147541 0.00122107 0.00100667 0.00194841 0.003104 0.00204416 0.000975841 0.00183921 0.00213946 0.00134489 0.0012649 0.00277101 0.00270306 0.000938023 0.000883958 0.00163357 0.00159316
threshold=0.20153000000000004 0.083705000000000016 0.082605000000000026 -0.56368999999999991 0.053575000000000012 0.067035000000000025 0.011640000000000003 -0.022119999999999997 -0.080085000000000003 -0.0088199999999999997 0.09049500000000002 0.15091000000000004 -0.075744999999999993 -0.081195000000000003 -0.068189999999999987 0.09940000000000003 -0.0087549999999999989 -0.0063549999999999995 -0.086474999999999996 0.090725000000000014 0.2686150000000001 -0.14343999999999998 0.18340500000000004
decision_type=2 2 2 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 -6 12 -5 -7 10 -10 -11 13 15 -15 -3 18 -18 -14 -8 22 -22 -9
right_child=-2 4 -4 7 5 8 19 20 9 11 -12 -13 16 14 -16 -17 17 -19 -20 -21 21 -23 -24
leaf_value=-0.00075764041070301681 -0.00093423337979004558 0.00013464019310063349 -0.0015552774422205554 0.00030970095112308501 0.001307475831854274 -0.00029091383510304803 -7.3877048362556931e-05 -8.0799845369275989e-05 0.00086703603893806096 -0.00072227579642274501 4.9703676498775708e-05 2.8882767246431616e-05 -8.1692256058608361e-05 -0.00088264565613006135 0 -0.00044865526932476372 -0.00069147048190746393 2.9908941704181654e-05 0.00042757103964506844 -0.00071396724621392146 0.00038694165028427762 -0.0001931077642091662 -0.00067627409045664666
leaf_weight=54 47 193 57 88 83 84 50 1053 65 46 166 155 188 59 51 49 57 692 223 47 106 86 47
leaf_count=54 47 193 57 88 83 84 50 1053 65 46 166 155 188 59 51 49 57 692 223 47 106 86 47
internal_value=0 -2.7429e-05 -0.000131727 -7.45719e-05 4.26301e-05 0.000201607 -1.60452e-05 -4.72499e-05 2.21386e-05 8.49049e-05 0.000283233 -0.000138952 7.5619e-06 -0.000136939 -0.000474581 1.31521e-05 5.21161e-05 -2.38962e-05 0.000192632 -0.000392463 -7.2196e-05 0.000122864 -0.000106987
internal_weight=0 3699 1491 1434 2208 599 1609 1380 516 432 231 201 1512 352 110 242 1160 749 411 97 1292 192 1100
internal_count=3746 3699 1491 1434 2208 599 1609 1380 516 432 231 201 1512 352 110 242 1160 749 411 97 1292 192 1100
is_linear=0
shrinkage=0.0995203


Tree=7883
num_leaves=20
num_cat=0
split_feature=21 8 8 8 17 26 1 4 4 4 4 1 18 8 8 3 3 18 8
split_gain=0.00316676 0.00249845 0.0162082 0.00405466 0.00878874 0.00138502 0.00121282 0.00270521 0.00355818 0.000951898 0.00167221 0.00132975 0.000530127 0.000671658 0.000766217 0.000759395 0.000716223 0.000514655 0.000907784
threshold=0.16638500000000003 -0.091754999999999989 -0.092844999999999997 -0.088734999999999994 -0.00067499999999999993 0.085945000000000021 -0.49837999999999999 0.09896000000000002 0.084900000000000017 0.13630500000000004 0.12205500000000002 0.41696500000000009 0.090285000000000018 -0.09547499999999999 -0.11257499999999999 0.13345500000000002 0.091475000000000015 0.10015500000000002 -0.11187999999999999
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 4 5 -3 7 8 -5 10 11 -8 13 14 15 -1 -16 -14 -19
right_child=-2 3 -4 6 -6 -7 9 -9 -10 -11 -12 -13 17 -15 16 -17 -18 18 -20
leaf_value=0.00013942659524380572 -0.00077181305459405041 0.00032266969689503217 -0.0019028330927001573 -0.00052916283107297759 0.0015079979056900673 -0.00034321704967949 -4.2653637989827497e-06 -0.00078231503371578733 0.00066340611111808626 0.00035918208912179473 -0.00043166598136312691 0.00045506873380901072 -0.00047210191711312616 0.00031145011952468763 -0.00052991423521545858 -0.00021906458813050303 0 0.00010493306044472588 -0.00043912923492110461
leaf_weight=205 57 65 51 51 56 59 2441 64 48 72 89 64 51 60 54 81 49 82 47
leaf_count=205 57 65 51 51 56 59 2441 64 48 72 89 64 51 60 54 81 49 82 47
internal_value=0 -2.36284e-05 -0.000196001 1.50537e-05 0.000473176 0 -1.38058e-05 -0.000277374 4.07835e-05 2.00183e-06 -7.59662e-06 7.14333e-06 -5.63073e-05 0 -4.62533e-05 3.50335e-05 -0.00027991 -0.000200621 -8.69453e-05
internal_weight=0 3689 680 3009 180 124 2829 163 99 2666 2594 2505 629 449 389 286 103 180 129
internal_count=3746 3689 680 3009 180 124 2829 163 99 2666 2594 2505 629 449 389 286 103 180 129
is_linear=0
shrinkage=0.0995203


Tree=7884
num_leaves=16
num_cat=0
split_feature=28 3 26 1 3 20 2 3 8 20 26 26 26 8 5
split_gain=0.0199879 0.0018555 0.0111869 0.00128946 0.00138538 0.00116818 0.00172912 0.0024965 0.00186562 0.00115737 0.000939363 0.000910992 0.000778722 0.000521456 0.000560457
threshold=0.083225000000000021 0.084955000000000017 0.088435000000000027 -0.50954999999999984 0.085355000000000028 -0.08237499999999999 -0.086554999999999993 0.097595000000000029 -0.084915000000000004 -0.081564999999999985 0.087435000000000027 0.41479500000000008 0.085740000000000025 -0.094139999999999988 -0.0086449999999999982
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 8 -8 -6 -7 12 -11 13 -1 -15
right_child=-2 3 -4 4 5 9 7 -9 -10 11 -12 -13 -14 14 -16
leaf_value=-0.0002561754576617345 0.001731058098718996 0.00035202831577742683 0.0012194668810258402 -0.00049262562978003867 -0.00060584345334322711 -0.00053382652487022491 0.0005230803347389915 -2.2314773943319846e-05 6.443662940117364e-05 -3.3880386366950838e-05 -0.00037928494782121005 -0.00047825133906888453 0.00033387653741245068 0.00015194224681983051 -0.00011606913072706343
leaf_weight=72 68 88 86 64 56 49 166 161 149 2277 59 47 76 187 129
leaf_count=72 68 88 86 64 56 49 166 161 149 2277 59 47 76 187 129
internal_value=0 8.77634e-06 0.000167567 -2.25892e-05 -3.39685e-05 -2.3582e-05 0.000109199 0.000252049 -0.000114671 -5.3695e-05 -3.83854e-06 -4.32195e-05 4.21372e-05 -1.28978e-05 3.99419e-05
internal_weight=0 3666 609 3057 2969 2905 532 327 205 2373 523 2324 464 388 316
internal_count=3734 3666 609 3057 2969 2905 532 327 205 2373 523 2324 464 388 316
is_linear=0
shrinkage=0.0995203


Tree=7885
num_leaves=27
num_cat=0
split_feature=28 2 2 0 20 0 2 2 5 2 26 26 18 26 26 2 9 9 18 5 0 26 20 20 0 5
split_gain=0.0162088 0.00159491 0.00637903 0.0113926 0.00145606 0.00150995 0.00131202 0.00413957 0.00419201 0.00289722 0.00118678 0.00171632 0.00208753 0.00244152 0.00169876 0.00162937 0.00892475 0.00144059 0.00102595 0.00179948 0.00161223 0.0010198 0.00101796 0.00107588 0.000793245 0.000803431
threshold=0.083225000000000021 -0.081734999999999988 -0.082275000000000001 -0.084964999999999999 -0.071149999999999991 -0.15137999999999999 -0.079739999999999991 -0.080484999999999987 -0.078739999999999991 -0.078994999999999996 -0.025024999999999999 0.086985000000000021 0.090795000000000028 0.087625000000000022 -0.088764999999999997 -0.086414999999999992 0.084055000000000032 0.084055000000000032 -0.074709999999999985 -0.0047599999999999995 -0.077174999999999994 0.096535000000000024 -0.077394999999999992 -0.078835000000000002 -0.067839999999999998 -0.0016799999999999999
decision_type=2 2 2 2 2 2 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 5 -3 7 8 -6 -8 14 15 13 -13 24 17 -17 -12 19 -11 -20 22 23 -7 25 -1
right_child=-2 4 3 -5 6 21 9 -9 -10 18 11 12 -14 -15 -16 16 -18 -19 20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-1.4809712464196699e-06 0.0015587828477046837 0.00054388879839160041 0.0019884745952177692 -3.9961733982273098e-05 -0.00055564957724373834 -1.4988394006711791e-05 0.00070130473868833905 -0.00099186556713991053 0.00055828480841110795 0.00050642992375737926 -0.00018770107008467398 -0.00051194813301851582 -0.00055463792931039445 0.00011089713407125809 -0.00069920065516629239 0.0014290460100826127 3.9707776402503267e-05 0.00021053113087685365 -0.00025413272043755517 -7.902277751307682e-05 0 0.00047475124106331046 -0.00032635670869348278 0.00044346002607639301 0.00032184879444490614 -0.00049711213067412839
leaf_weight=121 68 63 47 64 70 341 47 65 64 72 148 73 72 423 48 61 189 226 546 182 461 46 86 59 46 46
leaf_count=121 68 63 47 64 70 341 47 65 64 72 148 73 72 423 48 61 189 226 546 182 461 46 86 59 46 46
internal_value=0 7.81402e-06 8.41054e-05 0.000811551 -4.85614e-05 8.25042e-05 -0.000100852 -0.000339882 -1.75121e-05 -6.38604e-05 2.79697e-05 7.05371e-05 -5.35153e-05 1.75779e-05 -0.000163301 0.000184768 0.000381981 5.07531e-05 -9.30289e-05 8.37094e-05 -0.000138421 2.63278e-05 -1.44312e-05 5.05862e-05 -3.86916e-05 -0.000142904
internal_weight=0 3666 1564 111 2102 595 1507 199 134 1308 1453 1192 568 496 261 624 250 374 1261 254 1007 532 486 400 213 167
internal_count=3734 3666 1564 111 2102 595 1507 199 134 1308 1453 1192 568 496 261 624 250 374 1261 254 1007 532 486 400 213 167
is_linear=0
shrinkage=0.0995203


Tree=7886
num_leaves=27
num_cat=0
split_feature=3 8 4 17 4 6 0 8 3 8 5 27 8 8 0 3 3 18 6 17 0 8 0 6 1 3
split_gain=0.00517629 0.01132 0.0298295 0.000952998 0.00114763 0.000904921 0.00337754 0.00130263 0.00204544 0.0016653 0.00127966 0.000896898 0.00107383 0.00110135 0.00175359 0.001551 0.00145198 0.00108882 0.00157157 0.0028739 0.00214613 0.000684778 0.00124449 0.000825947 0.000581963 0.000294031
threshold=0.084955000000000017 -0.091914999999999983 0.073870000000000019 -0.55754499999999996 0.09939000000000002 0.087235000000000021 -0.085794999999999996 -0.082419999999999993 0.08345000000000001 -0.08569499999999998 -0.43873000000000001 -0.032854999999999995 0.0012600000000000003 0.11023500000000003 -0.057604999999999996 0.10792500000000002 0.096035000000000023 -0.082019999999999996 -0.0048649999999999995 -0.008069999999999999 -0.082404999999999992 -0.010374999999999999 -0.14824999999999997 0.11816500000000002 -0.068094999999999989 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 2 2 2
left_child=1 2 -1 4 -2 7 -7 9 10 25 -9 -5 17 15 -15 16 -14 18 19 -13 -20 23 -23 -19 -12 -3
right_child=3 5 -4 11 -6 6 -8 8 -10 -11 24 12 13 14 -16 -17 -18 21 20 -21 -22 22 -24 -25 -26 -27
leaf_value=0.0027206185354947373 -3.3754882689103995e-05 -0.00019439909797398937 -0.00012776880838765215 0.00029578935329216806 0.00060807069392215666 0.00083631078066789659 -0.0002700076490905824 0.00040490406487651517 0.0006920220754104583 -0.00074697099813695895 -1.6012503480067383e-05 0.00011403642873943682 -0.00040355939764597523 0.0003307451149052276 -0.00043445465035675486 -0.00066455389060954175 0.00023177492571815062 -5.7929319744021286e-05 -0.00070567802182246793 0.00091533768331671333 3.5221686234355121e-05 -7.1897553497339426e-05 0.00039257051158111841 -0.00033868664368106433 -0.00048488607241114589 0.00014332813025541761
leaf_weight=62 54 50 87 81 52 57 51 46 50 46 68 329 81 77 48 87 62 1563 46 52 235 148 91 113 47 51
leaf_count=62 54 50 87 81 52 57 51 46 50 46 68 329 81 77 48 87 62 1563 46 52 235 148 91 113 47 51
internal_value=0 0.000296589 0.00105197 -1.91558e-05 0.00027338 5.33034e-05 0.000306303 -2.07338e-05 0.000135211 -0.000250142 -3.26268e-05 -2.97192e-05 -3.8991e-05 -0.000201467 3.03593e-05 -0.000331019 -0.000122375 -1.6291e-05 9.32781e-05 0.000225549 -8.31512e-05 -5.45956e-05 0.000101525 -7.73471e-05 -0.000214758 -1.57584e-05
internal_weight=0 615 149 3119 106 466 108 358 211 147 161 3013 2932 355 125 230 143 2577 662 381 281 1915 239 1676 115 101
internal_count=3734 615 149 3119 106 466 108 358 211 147 161 3013 2932 355 125 230 143 2577 662 381 281 1915 239 1676 115 101
is_linear=0
shrinkage=0.0995203


Tree=7887
num_leaves=22
num_cat=0
split_feature=28 2 2 18 18 26 18 26 8 3 17 3 26 3 26 29 9 4 5 5 9
split_gain=0.0131161 0.00118072 0.0111919 0.0013342 0.00372382 0.00212086 0.00112956 0.00117228 0.00109162 0.00141865 0.00181007 0.00160126 0.00111072 0.00142505 0.000917905 0.00257455 0.000983858 0.00447321 0.00264019 0.000846714 0.000636354
threshold=0.083225000000000021 -0.082139999999999991 -0.082294999999999993 0.090795000000000028 0.086800000000000016 0.086645000000000014 0.038665000000000012 -0.025024999999999999 -0.08731499999999999 0.093835000000000016 0.18936500000000003 0.090765000000000026 0.089880000000000029 0.08785500000000003 -0.23202999999999999 -0.08570499999999999 0.11296000000000002 0.13554500000000005 -0.066919999999999993 -0.4345 -0.094329999999999997
decision_type=2 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 -5 7 -1 9 11 19 12 13 -3 -10 -16 17 -17 -18 -11 -21
right_child=-2 8 -4 5 -6 -7 -8 -9 14 10 -12 -13 -14 -15 15 16 18 -19 -20 20 -22
leaf_value=-0.00017037077314522984 0.001398891317592281 -0.00016470512025041991 0.0015674053055675615 9.2255326824625241e-05 0.00093475571534721333 -0.00064912050264374422 -0.00045531523472798946 8.7307707042924218e-05 -0.00040897920071515469 -0.00044365327697206054 0.000572653530436185 -0.00082517495611345124 0.00013669469951272842 -0.00080533686918227837 0.00062422737095907833 -1.8842947736080451e-05 -0.00086196675235391922 0.00097008323173426616 2.0635184176717024e-05 0.00027272678444497056 -0.00011639798361895323
leaf_weight=211 68 148 48 78 46 72 47 987 52 57 46 50 68 47 66 1232 48 47 106 57 153
leaf_count=211 68 148 48 78 46 72 47 987 52 57 46 50 68 47 66 1232 48 47 106 57 153
internal_value=0 3.71112e-06 7.22083e-05 2.18349e-05 5.49999e-05 -0.000258148 2.18373e-05 4.12403e-05 -4.27628e-05 -0.000153705 -1.2492e-06 -0.000303544 -0.000201262 -0.000323312 1.48666e-06 1.62718e-05 -1.11577e-05 1.68576e-05 -0.000249146 -0.00010319 -6.88015e-06
internal_weight=0 3666 1489 1441 1291 150 1245 1198 2177 626 313 313 263 195 1551 1499 1433 1279 154 267 210
internal_count=3734 3666 1489 1441 1291 150 1245 1198 2177 626 313 313 263 195 1551 1499 1433 1279 154 267 210
is_linear=0
shrinkage=0.0995203


Tree=7888
num_leaves=31
num_cat=0
split_feature=0 0 18 17 17 17 6 18 26 2 1 18 17 18 0 3 18 3 2 6 0 0 2 19 0 17 8 18 0 3
split_gain=0.00663873 0.0153551 0.0147969 0.00157669 0.0019085 0.00184333 0.00148401 0.00736751 0.0118116 0.00130753 0.0022866 0.00595993 0.00715428 0.00554606 0.00427925 0.00194219 0.00210132 0.00111136 0.000979141 0.000837982 0.000837351 0.00147769 0.00294206 0.00137654 0.00122032 0.00105059 0.00146587 0.00136719 0.000882277 0.000731405
threshold=-0.097734999999999989 -0.10096999999999999 -0.10387 -0.087329999999999991 -0.053765 -0.12118 0.090710000000000027 -0.087529999999999983 0.088325000000000028 -0.072419999999999998 -0.083284999999999984 -0.011569999999999999 0.31480000000000002 0.090795000000000028 -0.080974999999999991 0.10214500000000003 0.10307000000000002 0.13977500000000004 0.13398000000000002 0.089985000000000023 -0.075709999999999986 -0.067059999999999995 -0.078244999999999995 0.13251500000000005 -0.063914999999999986 -0.067864999999999995 -0.081415000000000001 0.091085000000000013 -0.060094999999999996 0.11225500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 8 -8 10 14 12 -12 -13 -9 -11 -17 18 -6 20 23 22 -22 25 -23 26 -2 -27 -26 -24
right_child=6 -3 3 4 17 -7 7 9 -10 15 11 13 -14 -15 -16 16 -18 -19 -20 -21 21 24 29 -25 28 27 -28 -29 -30 -31
leaf_value=0.001769815827080457 -2.0725945056831307e-05 0.0017927236528703758 6.2914251984041544e-05 0.00053578055151597755 2.9746039458220426e-05 -0.00080037688722268084 0 -0.0010233484305390717 -0.0020528260320750637 -0.00064631380159067494 0.0017550419371821571 -0.0010505938005972767 0 0.0001967860790977354 0.00031044129106352138 0.00049610017206975685 -0.00035631539979070147 0.00045127914688183136 -0.00036748611692440574 0.00034894789464495301 -0.00083709202417391016 0.00042966949881336652 -0.00029983467192667176 0.0005373417711816333 -0.00048270706944991492 -0.00011580284879488313 0.00034288252950344882 0.00021376822638688277 -3.1440026389685918e-05 0.0002165555246937157
leaf_weight=52 251 61 49 82 406 46 64 47 50 73 46 46 47 150 47 50 67 53 72 63 73 53 50 51 47 688 190 151 574 59
leaf_count=52 251 61 49 82 406 46 64 47 50 73 46 46 47 150 47 50 67 53 72 63 73 53 50 51 47 688 190 151 574 59
internal_value=0 0.000272324 0.000149214 2.90308e-05 8.85617e-05 -0.000346483 -4.77055e-05 -0.000175789 -0.000906697 -2.89442e-05 7.53144e-05 0.000215751 0.000872704 -9.17899e-05 -0.000347745 -0.000243416 9.6801e-07 1.7958e-05 -2.83755e-05 -8.23338e-06 -1.88969e-05 -9.59143e-05 -0.000347927 3.002e-05 -2.66489e-05 9.1668e-06 0.000134074 -5.55122e-05 -6.69122e-05 -1.28104e-05
internal_weight=0 821 760 708 613 95 2937 687 114 573 383 289 93 196 94 190 117 531 478 2250 2187 856 182 1331 674 1280 441 839 621 109
internal_count=3758 821 760 708 613 95 2937 687 114 573 383 289 93 196 94 190 117 531 478 2250 2187 856 182 1331 674 1280 441 839 621 109
is_linear=0
shrinkage=0.0995203


Tree=7889
num_leaves=24
num_cat=0
split_feature=8 8 0 5 5 0 4 18 20 3 3 4 4 4 4 20 1 8 3 3 3 17 8
split_gain=0.00592147 0.0281421 0.0352194 0.0014687 0.0120811 0.00136912 0.00122911 0.00139355 0.00170714 0.00147587 0.00195583 0.000988877 0.000881587 0.00126561 0.00134455 0.000847402 0.000823876 0.000669947 0.000328451 0.000694783 0.000734865 0.00059619 0.000507628
threshold=-0.097249999999999989 -0.11061499999999999 -0.09937 0.060575000000000011 0.066275000000000014 0.019150000000000004 0.10845500000000002 -0.034774999999999993 -0.078534999999999994 0.087325000000000028 0.090905000000000027 0.13210500000000003 0.13881500000000005 0.12435500000000002 0.11374000000000002 0.096345000000000028 0.41291000000000005 -0.080724999999999991 0.10038500000000002 0.089005000000000015 0.083815000000000014 -0.052269999999999997 -0.39070999999999995
decision_type=2 2 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 5 -5 12 7 9 -9 -6 -11 18 13 14 15 -2 -13 -10 19 20 -1 -20 -23
right_child=3 2 -4 4 6 -7 -8 8 17 10 -12 16 -14 -15 -16 -17 -18 -19 21 -21 -22 22 -24
leaf_value=-0.00031868398264783815 1.5689305784290136e-05 0.0038167453544147565 -1.881283209974608e-05 -0.0014481951409893714 0.00036805893682635281 -0.00040201114993438145 -0.00050701529615435428 0.0006967050390360804 0.00034639885590456493 -0.00065540678751447733 -6.0611615296090052e-05 -5.2668073931277758e-05 -0.00040392901958509827 0.00040331691883506644 -0.00045229847464978395 0.00033535337398939299 0.00046533973632550941 -0.00010035261109347707 0.00027806095922198895 -0.00047590721517291813 0.00022416728612505716 -0.00034791111137243293 8.2312756236465722e-05
leaf_weight=48 2084 47 47 65 60 78 50 55 49 66 348 51 47 87 59 86 67 100 51 59 50 55 49
leaf_count=48 2084 47 47 65 60 78 50 55 49 66 348 51 47 87 59 86 67 100 51 59 50 55 49
internal_value=0 0.000330321 0.00189026 -3.02143e-05 -0.000147933 7.69344e-06 -3.07141e-05 3.20399e-06 0.000221849 -8.91691e-05 -0.000157411 -8.78456e-06 2.15638e-05 3.0552e-05 1.56354e-05 2.87353e-05 0.000234518 4.10716e-05 -0.000103426 -0.000204885 -3.33657e-05 0 -0.000137338
internal_weight=0 524 94 3234 793 2441 728 678 204 474 414 430 2363 2316 2229 2170 118 149 312 157 98 155 104
internal_count=3758 524 94 3234 793 2441 728 678 204 474 414 430 2363 2316 2229 2170 118 149 312 157 98 155 104
is_linear=0
shrinkage=0.0995203


Tree=7890
num_leaves=21
num_cat=0
split_feature=8 8 5 5 6 0 5 0 18 18 2 4 7 2 1 8 5 4 18 18
split_gain=0.00499522 0.0421692 0.00122389 0.0105954 0.00130277 0.00111559 0.00106383 0.00217469 0.00140936 0.000775818 0.00115881 0.000715214 0.00167949 0.00112339 0.000705526 0.000626645 0.000475248 0.000762421 0.000596736 0.000808451
threshold=-0.10337499999999999 -0.11187999999999999 0.065520000000000023 0.089620000000000019 0.14653500000000005 0.019150000000000004 0.25155500000000008 -0.081534999999999982 -0.022504999999999997 -0.0065549999999999992 0.096520000000000022 0.13881500000000005 0.058975000000000007 -0.14264999999999997 0.51334500000000016 -0.010374999999999999 -0.45822499999999994 0.12061000000000001 0.10085500000000001 -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=1 14 5 -4 6 11 7 -5 -9 10 -8 12 13 -2 16 -15 -1 18 19 -18
right_child=2 -3 3 4 -6 -7 9 8 -10 -11 -12 -13 -14 15 -16 -17 17 -19 -20 -21
leaf_value=0.00019264000291548299 -0.00046323227391606388 0.0031836059649046579 -0.0014542337580171875 -0.0002961513939518736 -0.00051822139939868906 -0.00035333930051617009 -0.00018269628794231348 0.00081908813660797443 0.00011814475567188857 0.00030021616276170956 0.00030403687747592952 -0.00036373005597551951 0.00050110063331420835 -2.4848337276024962e-06 0.0003679205179371497 0.00012770994658686303 0.00019090741293116892 -0.00037077226526489084 0.00028588359014860155 -0.00025496495787229797
leaf_weight=70 48 46 56 54 50 82 356 57 63 49 55 47 72 1851 48 453 61 74 54 112
leaf_count=70 48 46 56 54 50 82 356 57 63 49 55 47 72 1851 48 453 61 74 54 112
internal_value=0 0.000323265 -2.50856e-05 -0.000137835 -2.88627e-05 7.27467e-06 8.4391e-06 0.00021919 0.000457915 -6.95e-05 -0.00011557 1.95729e-05 2.73427e-05 1.24918e-05 7.28753e-06 2.27581e-05 -3.71647e-05 -9.33274e-05 0 -9.30179e-05
internal_weight=0 465 3293 740 684 2553 634 174 120 460 411 2471 2424 2352 419 2304 371 301 227 173
internal_count=3758 465 3293 740 684 2553 634 174 120 460 411 2471 2424 2352 419 2304 371 301 227 173
is_linear=0
shrinkage=0.0995203


Tree=7891
num_leaves=26
num_cat=0
split_feature=8 8 5 5 6 4 9 8 9 3 18 20 2 2 9 20 20 5 6 4 8 1 1 3 17
split_gain=0.0040604 0.034184 0.000989672 0.0085926 0.00105735 0.000940406 0.00106964 0.00264916 0.00162851 0.00239113 0.000935367 0.000931099 0.00130744 0.000909397 0.00121298 0.000798342 0.00177712 0.000995312 0.000782992 0.000703879 0.000713089 0.000350249 0.000754252 0.000665421 0.000390643
threshold=-0.10337499999999999 -0.11187999999999999 0.065520000000000023 0.089620000000000019 0.14653500000000005 0.13707500000000003 0.11408000000000003 0.056535000000000009 0.10341500000000002 0.10259500000000003 -0.034774999999999993 -0.0071449999999999994 -0.096314999999999998 0.096520000000000022 0.09143500000000003 -0.094259999999999997 -0.085594999999999991 -0.01504 -0.063485 0.13210500000000003 -0.47145500000000001 -0.10771499999999999 0.0013500000000000003 0.11896500000000003 -0.015100000000000001
decision_type=2 2 2 2 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 5 -4 10 6 8 18 15 -10 13 -12 -13 14 -5 17 -17 -2 -8 21 -21 24 -23 -24 -1
right_child=2 -3 3 4 -6 -7 7 -9 9 -11 11 12 -14 -15 -16 16 -18 -19 -20 20 -22 22 23 -25 -26
leaf_value=-2.0556186114781048e-05 -3.6087986140237478e-06 0.0028667729824399081 -0.0013095081277027213 -0.00037186066670304402 -0.00046664790326957751 -0.00035541935732453199 -0.00030979654457345153 0.00090332856521183535 -0.00087257379210650709 6.9078766150477308e-05 -3.7597915610856996e-05 4.4249183376393141e-05 0.00076130504026855443 0.00030225333124335647 0 0.0004762481014400266 1.5854215562721957e-05 -0.00050999309212687051 0.00023400199195653158 0.00046393562724528453 -1.290520016863483e-05 0.00023580287095399202 4.8698536235621283e-05 -0.00041224983953808971 -0.0004345574234061409
leaf_weight=52 113 46 56 132 50 69 46 46 51 53 90 56 50 55 251 87 1966 61 61 58 60 82 65 55 47
leaf_count=52 113 46 56 132 50 69 46 46 51 53 90 56 50 55 251 87 1966 61 61 58 60 82 65 55 47
internal_value=0 0.000291444 -2.26138e-05 -0.000124007 -2.5752e-05 6.45497e-06 1.68366e-05 0.000271743 0 -0.000384822 7.72775e-06 0.000189589 0.000390206 -7.1784e-05 -0.000127634 1.80813e-05 3.57631e-05 -0.000185839 0 6.75674e-06 0.000214537 -7.19789e-05 0 -0.000155748 -0.000225371
internal_weight=0 465 3293 740 684 2553 2484 153 2331 104 634 196 106 438 383 2227 2053 174 107 419 118 301 202 120 99
internal_count=3758 465 3293 740 684 2553 2484 153 2331 104 634 196 106 438 383 2227 2053 174 107 419 118 301 202 120 99
is_linear=0
shrinkage=0.0995203


Tree=7892
num_leaves=17
num_cat=0
split_feature=29 17 1 18 17 0 20 5 0 27 1 5 0 5 17 5
split_gain=0.00955268 0.00479584 0.0242911 0.0177229 0.00166697 0.00155924 0.00186319 0.00195841 0.00201767 0.00151827 0.00103536 0.00102356 0.00236991 0.00158096 0.000603386 0.000814336
threshold=0.12737000000000004 -0.0065549999999999992 0.066150000000000028 -0.096219999999999986 -0.0044799999999999987 -0.096019999999999994 -0.091229999999999992 -0.084089999999999984 -0.14075499999999999 0.11266000000000002 0.058455000000000014 -0.021739999999999999 -0.082494999999999999 -0.037239999999999995 -0.0082649999999999998 -0.079124999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 6 -1 -8 -9 11 14 13 -13 -6 15 -7
right_child=-2 3 -4 4 9 10 7 8 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.0003427150851337334 -0.0014459580544230672 -0.0020249988706848385 0.0018451989106733424 -0.0006522164992085347 -6.2009178510767781e-05 -0.00018605634974998899 -0.00074581477977244694 0.00015314450891066643 -0.0005388055723277265 -0.00063157071898065878 -0.00039968539072425812 0.00044601245057750789 -9.4676679259964139e-05 -0.00052703482795655055 0.00042246802037139398 8.2615980930104933e-05
leaf_weight=52 47 48 75 50 1164 120 72 103 69 46 47 126 217 78 48 1373
leaf_count=52 47 48 75 50 1164 120 72 103 69 46 47 126 217 78 48 1373
internal_value=0 -1.76916e-05 8.86713e-05 -0.000138677 -8.4327e-05 1.83112e-05 -0.000190752 -0.000307797 -0.000119681 -6.64158e-05 5.77957e-05 -4.94974e-05 0.000101557 -9.18728e-05 7.228e-05 6.04731e-05
internal_weight=0 3688 1959 1729 1681 1884 296 244 172 1631 1588 1585 343 1242 1541 1493
internal_count=3735 3688 1959 1729 1681 1884 296 244 172 1631 1588 1585 343 1242 1541 1493
is_linear=0
shrinkage=0.0995203


Tree=7893
num_leaves=21
num_cat=0
split_feature=4 17 5 18 3 3 3 0 21 29 18 0 0 5 18 2 3 6 2 3
split_gain=0.0083583 0.00428096 0.0233683 0.014087 0.00176935 0.00150884 0.00205017 0.00280011 0.00188561 0.00120748 0.00135694 0.00119281 0.00171123 0.0018097 0.00117235 0.00100032 0.00217046 0.0028147 0.00168454 0.000317343
threshold=0.15730000000000002 -0.0077549999999999997 -0.11065499999999999 -0.096219999999999986 0.15108000000000005 0.093535000000000021 0.09049500000000002 -0.092474999999999988 -0.026109999999999998 -0.074579999999999994 0.11061000000000003 -0.090789999999999996 -0.088174999999999989 -0.079124999999999987 -0.019539999999999998 -0.070724999999999996 0.10850000000000003 -0.086849999999999997 -0.084804999999999992 0.085965000000000028
decision_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 8 -8 -5 -7 -11 15 -13 -14 -15 18 17 -17 19 -4
right_child=-2 3 11 4 -6 9 7 -9 -10 10 -12 12 13 14 -16 16 -18 -19 -20 -21
leaf_value=0.0020720200892626757 -0.001337388591106011 -0.0017924113747167128 -0.00024936474218183256 0.00051602018228867304 -0.00061662323045557493 0.00045569120203898123 -0.0011038682731556923 -0.00019893056921578976 -0.00012427581974951474 -6.8291491387703369e-05 0.00025635579749512939 0.00049564966565408689 -0.00041587041345723919 -2.2352825180147468e-06 0.00019124231827610065 -7.2485425607194515e-05 -0.00046786933126719883 0.00084068259547154527 -0.00072550562812534339 8.9557286471133934e-05
leaf_weight=57 48 49 50 49 59 62 49 120 592 613 161 87 81 841 484 101 65 49 62 56
leaf_count=57 48 49 50 49 59 62 49 120 592 613 161 87 81 841 484 101 65 49 62 56
internal_value=0 -1.51884e-05 8.67108e-05 -0.000127953 -7.96384e-05 -5.98931e-05 -0.000156872 -0.000466153 -7.40525e-05 3.30903e-05 0 2.59531e-05 6.65096e-05 3.93731e-05 6.7821e-05 -0.000130006 8.4822e-06 0.000220359 -0.00031211 -6.25887e-05
internal_weight=0 3687 1933 1754 1705 1646 810 169 641 836 774 1876 1493 1406 1325 383 215 150 168 106
internal_count=3735 3687 1933 1754 1705 1646 810 169 641 836 774 1876 1493 1406 1325 383 215 150 168 106
is_linear=0
shrinkage=0.0995203


Tree=7894
num_leaves=25
num_cat=0
split_feature=29 3 18 6 6 22 8 3 0 8 18 18 18 3 26 18 18 22 1 27 7 4 0 3
split_gain=0.00759268 0.00403243 0.0182356 0.00292421 0.0239557 0.00104695 0.00132577 0.00317982 0.00250085 0.00100994 0.00173697 0.0033639 0.00170848 0.00104126 0.00094145 0.000915354 0.000851409 0.00154869 0.000707592 0.000689293 0.000400328 0.000594364 0.00071784 0.000358872
threshold=0.12737000000000004 0.083255000000000023 -0.097059999999999994 -0.091059999999999988 -0.088734999999999994 0.079065000000000024 -0.014854999999999998 0.094685000000000033 -0.097734999999999989 -0.085764999999999994 -0.022504999999999997 -0.087529999999999983 -0.0079049999999999988 0.084065000000000015 -0.01278 0.11061000000000003 0.089365000000000014 0.10292000000000003 0.27552000000000004 0.093785000000000021 0.016975000000000004 0.11541000000000003 -0.08892499999999999 0.099950000000000025
decision_type=2 2 2 2 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 6 14 -8 -9 10 11 -6 -12 -11 -3 -15 17 -7 -16 20 21 22 -4 -19
right_child=-2 3 19 4 9 16 7 8 -10 13 12 -13 -14 15 18 -17 -18 23 -20 -21 -22 -23 -24 -25
leaf_value=-0.0021837983580665242 -0.0012863694337079839 0.00016434912789736891 0.00027365204482669101 0.0019710844317413676 0.00010292714147480958 0.00053258270652038514 -0.0010527094661006624 0.00030820325898164944 -0.00065704385001592988 0.00050504709617531143 0.00034440803666348663 -0.00090748182072492836 -9.0486664226303788e-05 1.7988847612562381e-05 -0.00029898191460143189 0.0002255027971320932 -0.00031054922719446845 -0.00029632219402995385 6.0349944020607041e-05 -0.00038867163924527064 -0.00021602045075908352 0.0003661785126969694 -0.00021122646351191254 7.2925422687561355e-05
leaf_weight=46 47 85 49 64 62 63 59 57 49 51 111 66 460 1550 214 246 54 47 68 48 52 56 78 53
leaf_count=46 47 85 49 64 62 63 59 57 49 51 111 66 460 1550 214 246 54 47 68 48 52 56 78 53
internal_value=0 -1.302e-05 -0.000345664 1.93174e-05 6.92767e-05 -0.00015368 -0.000228999 -0.000465076 -0.000130273 2.11485e-05 -8.02408e-05 -0.00041167 -4.51127e-06 5.99627e-05 -0.000120631 4.68681e-05 2.71997e-05 0.000144114 -0.000209432 -4.3993e-05 2.2926e-05 9.52967e-05 -1.77014e-05 -9.24348e-05
internal_weight=0 3688 329 3359 2610 749 532 165 106 2546 699 128 571 1847 367 1796 217 163 282 283 235 183 127 100
internal_count=3735 3688 329 3359 2610 749 532 165 106 2546 699 128 571 1847 367 1796 217 163 282 283 235 183 127 100
is_linear=0
shrinkage=0.0995203


Tree=7895
num_leaves=20
num_cat=0
split_feature=4 17 17 18 9 9 18 17 20 1 3 3 3 1 26 9 26 9 8
split_gain=0.0065449 0.00356729 0.033687 0.0148561 0.00136675 0.00444431 0.00142945 0.00143295 0.00132069 0.00113567 0.0010991 0.00218651 0.00217078 0.00231066 0.00147064 0.00147022 0.00109805 0.00132712 0.00117561
threshold=0.15730000000000002 -0.0090649999999999984 -0.011514999999999999 -0.098315 0.09310000000000003 0.091885000000000022 -0.067359999999999989 0.51326500000000019 -0.077299999999999994 0.073820000000000011 0.10807500000000002 0.10583000000000002 0.11868500000000003 -0.057259999999999998 0.11699500000000003 0.098720000000000016 0.091915000000000024 0.08938500000000002 -0.082014999999999991
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 -3 5 16 -6 8 -8 10 11 14 15 -14 -1 -12 17 -5 -18
right_child=-2 3 -4 4 6 -7 7 -9 -10 -11 12 -13 13 -15 -16 -17 18 -19 -20
leaf_value=2.9636718588861252e-05 -0.0011810743380009604 -0.0018770108367861626 0.0022763235867386431 -8.332549224408766e-05 0.00053465983104949587 -0.0010127810602373979 -0.0003796088085498791 -0.00045258355642227815 0.0001571952903602535 -0.00038627462356115902 0.00057274874670994907 -0.00066666602233582037 0.00044174222434454187 -0.00033337506695973101 -0.00042403255856569985 -3.689691618890522e-05 -0.0005539452474305484 0.00026957936174954784 7.4670704646237149e-06
leaf_weight=1246 48 46 67 950 59 53 52 57 330 71 140 50 56 117 75 51 92 118 57
leaf_count=1246 48 46 67 950 59 53 52 57 330 71 140 50 56 117 75 51 92 118 57
internal_value=0 -1.10511e-05 8.50392e-05 -0.000110718 -6.42993e-05 -0.000119341 7.44253e-05 1.07067e-05 8.19794e-05 3.29233e-06 1.97061e-05 -2.05751e-05 0.000173674 -7.77381e-05 3.25985e-06 0.000405678 -7.97597e-05 -4.35676e-05 -0.000333683
internal_weight=0 3687 1873 1814 1768 1270 498 439 382 1806 1735 1371 364 173 1321 191 1217 1068 149
internal_count=3735 3687 1873 1814 1768 1270 498 439 382 1806 1735 1371 364 173 1321 191 1217 1068 149
is_linear=0
shrinkage=0.0995203


Tree=7896
num_leaves=20
num_cat=0
split_feature=19 28 26 26 8 8 17 5 3 0 8 5 1 17 2 21 26 29 1
split_gain=0.0124803 0.0118509 0.00227076 0.0189402 0.00542025 0.00323453 0.017001 0.00289966 0.0019405 0.00144211 0.00152168 0.00111459 0.00212318 0.00137138 0.000858078 0.000836842 0.000973514 0.00143277 0.00107108
threshold=0.14071500000000006 0.083225000000000021 0.083400000000000016 0.081750000000000031 -0.085764999999999994 -0.088874999999999996 0.024055000000000003 0.50609000000000015 0.085035000000000013 -0.087184999999999999 -0.11187999999999999 -0.082635 0.0022300000000000006 0.11639500000000001 -0.079149999999999984 0.15544000000000005 -0.23202999999999999 -0.090160000000000004 -0.013975
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 15 5 9 8 11 -7 10 -4 12 -6 -13 -11 16 18 -18 -1
right_child=-2 -3 4 -5 7 6 -8 -9 -10 14 -12 13 -14 -15 -16 -17 17 -19 -20
leaf_value=0 -0.0016357649132139973 0.0013495085328278818 1.218981458757481e-05 0.0018971092877634727 -0.00055096242448071371 -0.00074605977993306668 -0.0023039687508672403 -0.0006257597583301421 -7.1765356134053849e-05 0.00023473792064616699 -0.00046089895759870861 3.9399662076863887e-05 0.00011759536966951347 0.00032210209466010495 -0.00021235473434244955 0.00037175239812797372 0.00049738281784142966 -1.7320001475506024e-05 -0.00066976994684610528
leaf_weight=47 47 63 103 54 82 56 47 65 187 118 178 945 107 210 65 57 56 1216 46
leaf_count=47 47 63 103 54 82 56 47 65 187 118 178 945 107 210 65 57 56 1216 46
internal_value=0 -3.52354e-06 -2.71728e-05 6.76756e-05 -9.22745e-05 -0.000307708 -0.000569391 2.24297e-05 -0.000230527 -0.000142392 -0.000284576 5.43873e-05 -0.000168135 9.15089e-05 7.14611e-05 -1.2209e-06 -1.73953e-05 4.69631e-06 -0.000328355
internal_weight=0 3702 3639 1476 2163 754 290 1409 243 464 281 1344 189 1155 183 1422 1365 1272 93
internal_count=3749 3702 3639 1476 2163 754 290 1409 243 464 281 1344 189 1155 183 1422 1365 1272 93
is_linear=0
shrinkage=0.0995203


Tree=7897
num_leaves=20
num_cat=0
split_feature=19 28 9 9 3 8 17 8 18 3 26 10 4 26 21 21 24 5 18
split_gain=0.0101199 0.00960942 0.00242806 0.00567106 0.0118122 0.0047405 0.00532174 0.0256134 0.00188863 0.00188789 0.00161666 0.00144934 0.00143528 0.00104043 0.000876799 0.000903705 0.000918901 0.000760171 0.00110087
threshold=0.14071500000000006 0.083225000000000021 0.083795000000000022 0.081095000000000014 0.085795000000000024 -0.085605000000000001 0.047990000000000012 -0.089304999999999995 -0.40801999999999999 0.093835000000000016 0.093835000000000016 0.090150000000000022 0.10696000000000003 0.084355000000000027 -0.091104999999999992 -0.064794999999999991 -0.063789999999999986 0.12043500000000003 -0.015440000000000001
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 14 13 6 17 9 10 -8 -7 12 -10 -5 -1 -16 -17 18 -4
right_child=-2 -3 5 4 -6 8 7 -9 11 -11 -12 -13 -14 -15 15 16 -18 -19 -20
leaf_value=-0.00040045896302292087 -0.0014729732672638441 0.00121520516168355 0.00022508046602035103 -0.00026665421843990973 0.0019956901707018815 -1.5137671753022918e-05 -0.00036675563014189339 -0.0027347134053079948 3.0595273211696737e-05 0.00037340821462490361 -0.00082881635906782887 -0.00051659195504485619 0.00054025499164866747 0.00036470009052575798 0.00042258987431764152 -0.00038709619490837679 3.31017258199479e-05 -0.00048860300134362595 -0.00016160176093882124
leaf_weight=49 47 63 88 47 46 53 86 48 1594 56 48 46 57 56 55 55 807 54 394
leaf_count=49 47 63 88 47 46 53 86 48 1594 56 48 46 57 56 55 55 807 54 394
internal_value=0 -3.14355e-06 -2.44611e-05 9.75202e-05 0.000669076 -7.86718e-05 -0.000293338 -0.000746823 7.55139e-06 -6.9095e-05 -0.000409942 3.28817e-05 4.86869e-05 6.86586e-05 8.51357e-06 3.12598e-05 5.34125e-06 -0.000131061 -8.93058e-05
internal_weight=0 3702 3639 1115 149 2524 726 190 1798 142 101 1697 1651 103 966 917 862 536 482
internal_count=3749 3702 3639 1115 149 2524 726 190 1798 142 101 1697 1651 103 966 917 862 536 482
is_linear=0
shrinkage=0.0995203


Tree=7898
num_leaves=19
num_cat=0
split_feature=19 28 3 3 3 0 17 0 8 6 18 18 20 8 26 8 3 3
split_gain=0.00820554 0.0077923 0.00225071 0.0173098 0.0146154 0.016573 0.00137131 0.00109661 0.00166095 0.00252438 0.00247063 0.00105211 0.00153477 0.00120146 0.000963171 0.000938613 0.000938587 0.00169415
threshold=0.14071500000000006 0.083225000000000021 0.087925000000000017 0.088115000000000013 0.087515000000000023 -0.085794999999999996 0.064745000000000011 -0.085605000000000001 -0.082094999999999987 0.085120000000000015 -0.007069999999999999 -0.40801999999999999 -0.073489999999999986 -0.087635000000000005 0.089075000000000029 -0.084514999999999993 0.090135000000000021 0.092635000000000023
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 7 -6 11 14 10 -10 -9 12 -5 -13 15 -1 -8 -18
right_child=-2 -3 3 6 5 -7 16 8 9 -11 -12 13 -14 -15 -16 -17 17 -19
leaf_value=-0.00015283522587703348 -0.0013263827620705584 0.0010942677722771544 0.001811296022906039 -0.00063038032574410307 0 -0.0025672920560520689 0.00052374606693761979 0.00057939729036241591 0.00016311899308449045 -0.00045860269053712418 -7.3844904084771816e-05 -0.00019127395865883864 8.4761330147912383e-05 1.3752315559256946e-05 -0.00042308827162526781 0.00014257895686707383 -0.00035369426042050075 0.00016336113652819098
leaf_weight=359 47 63 53 71 50 50 55 124 159 108 103 355 48 1371 89 149 73 422
leaf_count=359 47 63 53 71 50 50 55 124 159 108 103 355 48 1371 89 149 73 422
internal_value=0 -2.8307e-06 -2.20491e-05 3.22736e-05 -0.000134392 -0.0012861 -6.75336e-06 -2.80773e-05 8.06224e-05 -8.5298e-05 0.000279386 -4.81939e-05 -0.000335041 -2.79428e-05 -0.000119394 -6.45767e-05 0.000130772 8.54547e-05
internal_weight=0 3702 3639 2448 1191 100 2395 1091 494 267 227 1845 119 1726 597 508 550 495
internal_count=3749 3702 3639 2448 1191 100 2395 1091 494 267 227 1845 119 1726 597 508 550 495
is_linear=0
shrinkage=0.0995203


Tree=7899
num_leaves=26
num_cat=0
split_feature=28 21 5 9 9 8 8 9 26 3 6 8 8 9 3 4 4 3 6 5 6 9 6 8 4
split_gain=0.00656985 0.00271058 0.0112446 0.00213554 0.014531 0.00400912 0.00364419 0.00917208 0.00652011 0.00168338 0.001992 0.00155834 0.00381231 0.00150759 0.00136905 0.00120416 0.00292272 0.000872657 0.000664776 0.00173913 0.00173911 0.00127884 0.00177476 0.000949086 0.000563155
threshold=0.083225000000000021 -0.083269999999999997 0.0076350000000000012 0.08203000000000002 0.079525000000000026 -0.085764999999999994 -0.088874999999999996 0.088405000000000025 0.085855000000000029 0.10850000000000003 -0.01146 -0.099434999999999996 -0.11187999999999999 0.083835000000000021 0.08622500000000001 0.12220000000000002 0.10619500000000003 0.089305000000000009 -0.097455 -0.095169999999999991 -0.03764 -0.095314999999999997 -0.13578499999999999 0.0073150000000000012 0.12988000000000002
decision_type=2 2 2 2 2 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 18 6 11 8 -8 10 -1 12 -5 -7 -13 16 -15 -12 21 20 -20 24 -23 -21 -3
right_child=-2 3 -4 5 -6 13 7 -9 -10 -11 17 14 -14 15 -16 -17 -18 -19 19 23 -22 22 -24 -25 -26
leaf_value=-0.00069979133775186538 0.0009660373762707679 0.00044398027657447243 -0.0016545252613040513 -1.2703535536288841e-05 0.0017494934157781664 0.00056867146325255934 -0.00089598204210694751 -0.0017925752525969443 0.00025058478334271669 0.00049448541892130153 0.00033177118320516948 -0.00016252341305923276 -0.0009670299982085655 1.0227199536761956e-05 0.00029328438642561177 0.00047955789068524569 -0.0007938080439868875 -0.00024707964906473445 0.00090774959984189362 -4.3173587002121418e-05 2.7685625342339848e-05 -7.7998137255227862e-05 -0.0007753566084558347 0.00040449319217845475 -7.8763949256378927e-06
leaf_weight=49 66 49 52 140 51 48 89 49 108 49 57 128 60 1645 131 51 46 46 47 403 46 186 46 53 54
leaf_count=49 66 49 52 140 51 48 89 49 108 49 57 128 60 1645 131 51 46 46 47 403 46 186 46 53 54
internal_value=0 -3.55226e-05 -0.00035 -1.20877e-05 0.00011589 -6.03753e-05 -0.000261469 -0.000571201 -0.000263252 -8.43819e-06 -0.000175951 -9.36856e-05 -0.000303095 1.83692e-05 6.48596e-05 2.73594e-06 -1.11608e-05 6.53075e-05 2.07172e-05 8.88809e-05 0.000481252 -8.85462e-05 -0.000219796 7.06266e-06 0.000199137
internal_weight=0 3683 253 3430 935 2495 705 246 197 201 152 459 200 1790 259 1742 1691 103 884 549 93 335 232 456 103
internal_count=3749 3683 253 3430 935 2495 705 246 197 201 152 459 200 1790 259 1742 1691 103 884 549 93 335 232 456 103
is_linear=0
shrinkage=0.0995203


Tree=7900
num_leaves=26
num_cat=0
split_feature=2 2 3 3 2 18 4 3 17 3 2 8 8 5 3 1 26 5 17 17 9 9 35 36 8
split_gain=0.00273411 0.0288771 0.00317308 0.0187598 0.00136994 0.00188417 0.0014895 0.00123929 0.003087 0.00545798 0.00274625 0.0017841 0.00324378 0.0013378 0.00194878 0.00166879 0.00202051 0.0010773 0.00130734 0.00095142 0.000892638 0.00174316 0.00048582 0.000482132 0.000906619
threshold=-0.096314999999999998 -0.097754999999999995 0.08400500000000001 0.083595000000000017 -0.241895 -0.14624999999999996 0.10801000000000002 0.11275500000000002 -0.45791500000000002 0.11868500000000003 -0.072895000000000001 -0.099434999999999996 -0.11187999999999999 0.27287000000000011 0.099655000000000021 -0.093734999999999999 0.0054200000000000012 0.26473000000000008 0.24923500000000007 0.066010000000000027 0.098465000000000011 0.09271500000000002 -0.083194999999999991 0.089535000000000017 -0.088520000000000001
decision_type=2 2 2 2 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 22 -1 -6 20 11 9 -9 -10 12 -4 15 -15 16 -13 18 -12 -17 21 -7 -2 24 -24
right_child=2 -3 7 -5 5 6 -8 8 10 -11 17 13 -14 14 -16 19 -18 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.00041205788047691389 0.00033367385772806472 -0.0025490103096411274 1.4995921177117397e-05 -0.0019200585629299978 -0.00067962310119514045 0.00015570647119331869 -0.00042069609063327706 0.001368401479697945 -0.00067047217807247427 -6.6143651815149225e-05 8.5805874974130119e-06 5.1043029967724024e-06 -0.0010035243614636212 3.7494010147342484e-05 -0.00079833049686024434 -2.922040951787179e-05 0.00081708087138141416 0.00055027666637885752 0.00053221773369977311 0.00013681345286739081 0.00041846881676713143 -0.00047707856080830808 -0.00014151152293591566 -0.00026194187531525975 0.00035120378093625269
leaf_weight=65 52 49 80 58 46 177 69 52 47 51 405 68 49 61 48 1411 58 53 54 450 65 57 77 54 69
leaf_count=65 52 49 80 58 46 177 69 52 47 51 405 68 49 61 48 1411 58 53 54 450 65 57 77 54 69
internal_value=0 -0.000247806 -3.07384e-06 -0.000305873 -1.06916e-05 -7.90427e-05 -1.74559e-06 2.91565e-05 0.000148746 0.000650145 5.48945e-05 -6.05666e-06 -0.000365538 1.56774e-05 -0.000323065 3.46716e-05 0.000385368 0.00012308 7.19685e-05 1.04876e-05 9.21975e-05 0 6.23978e-05 -4.04095e-06 8.57401e-05
internal_weight=0 528 3197 310 479 414 368 2887 662 103 559 2225 129 2096 109 1987 126 512 459 1861 299 234 252 200 146
internal_count=3725 528 3197 310 479 414 368 2887 662 103 559 2225 129 2096 109 1987 126 512 459 1861 299 234 252 200 146
is_linear=0
shrinkage=0.0995203


Tree=7901
num_leaves=14
num_cat=0
split_feature=20 3 3 28 11 9 2 5 3 0 0 8 2
split_gain=0.0249721 0.0023574 0.0148017 0.00208707 0.000876786 0.00122619 0.000771956 0.00174181 0.000727221 0.00202849 0.000952468 0.00063203 0.000409873
threshold=-0.41270499999999993 0.08400500000000001 0.083595000000000017 0.10217500000000003 -0.08577499999999999 -0.078344999999999984 -0.241895 0.63223000000000018 0.15537500000000004 -0.057604999999999996 -0.088084999999999983 -0.085289999999999991 -0.084474999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 -2 -6 -3 8 10 -10 -8 -7 -13
right_child=1 3 -4 -5 5 11 7 -9 9 -11 -12 12 -14
leaf_value=-0.0023385978013856015 -0.00025493527091060387 0.00039364602432371643 -0.0016606446815383897 -0.00063453594640072177 0.00055260265239409016 0.00020441620620171666 -5.2320364145774441e-05 -0.00051824831569061418 0.00070713610923053426 -7.2578486079271406e-05 6.637604363817176e-05 1.9911242303151176e-05 -0.00033170064816293547
leaf_weight=46 87 58 61 47 50 91 1009 57 58 73 1964 65 59
leaf_count=46 87 58 61 47 50 91 1009 57 58 73 1964 65 59
internal_value=0 -5.10133e-06 -0.000229308 2.29999e-05 1.64106e-05 0.000108583 3.28548e-05 2.59758e-05 3.62334e-05 0.00026639 2.58166e-05 1.51517e-06 -0.000140786
internal_weight=0 3679 413 3266 352 265 3219 3161 3104 131 2973 215 124
internal_count=3725 3679 413 3266 352 265 3219 3161 3104 131 2973 215 124
is_linear=0
shrinkage=0.0995203


Tree=7902
num_leaves=17
num_cat=0
split_feature=20 3 3 17 0 17 5 8 4 29 4 8 20 0 0 4
split_gain=0.0202485 0.00190746 0.0120056 0.00165109 0.00105926 0.000984578 0.00106054 0.00282528 0.000971163 0.00132183 0.00116231 0.0010682 0.000799955 0.000585734 0.000449313 0.000447774
threshold=-0.41270499999999993 0.08400500000000001 0.083595000000000017 0.056905000000000011 -0.092939999999999995 -0.5696199999999999 0.51659500000000014 0.096835000000000018 0.11860000000000002 0.0044100000000000016 0.12665500000000005 -0.10337499999999999 -0.000135 -0.12236 0.019150000000000004 0.10022000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 13 -3 8 -8 9 11 -10 -7 -12 -2 15 -6
right_child=1 5 -4 -5 14 6 7 -9 10 -11 12 -13 -14 -15 -16 -17
leaf_value=-0.0021058600364497271 -8.7189856876536341e-05 -0.00040792353454355312 -0.0014953769797870547 0.00051757088165222689 -1.6254602024787553e-05 -0.000201893051311418 0.00064134309308155261 -0.00025808545625036292 0.00061245064679124584 -0.0003931118472320145 0.00038103302431687942 2.857069584887542e-05 -3.7927449920347612e-05 -0.00061086837937816406 -0.00016462000878206184 0.00032946458094035801
leaf_weight=46 47 52 61 55 70 216 89 55 54 83 64 2509 144 46 64 70
leaf_count=46 47 52 61 55 70 216 89 55 54 83 64 2509 144 46 64 70
internal_value=0 -4.59363e-06 -0.00020629 1.47775e-05 -7.55762e-05 2.06611e-05 2.785e-05 0.000292126 1.51873e-05 -1.62156e-06 0.000198462 1.00023e-05 8.70478e-05 -0.000355016 4.78028e-05 0.000150758
internal_weight=0 3679 413 352 297 3266 3214 144 3070 2808 262 2725 208 93 204 140
internal_count=3725 3679 413 352 297 3266 3214 144 3070 2808 262 2725 208 93 204 140
is_linear=0
shrinkage=0.0995203


Tree=7903
num_leaves=14
num_cat=0
split_feature=6 28 18 18 18 1 1 26 2 5 2 8 4
split_gain=0.019675 0.00140749 0.00118409 0.017107 0.00129603 0.00112376 0.00272 0.00120264 0.00136001 0.000922276 0.000912174 0.00153655 0.00132205
threshold=0.23663500000000004 0.10217500000000003 -0.095364999999999991 -0.098315 -0.092864999999999989 -0.15528499999999998 -0.50388999999999995 0.097125000000000031 -0.075899999999999995 0.44834500000000005 0.14153500000000005 -0.10337499999999999 0.12061000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1 8 -7 10 11 -6 -12
right_child=-2 -3 4 -5 9 7 -8 -9 -10 -11 12 -13 -14
leaf_value=0.00027429360216330961 -0.001950064234976352 -0.00053593340358102802 0.00049696075619060532 -0.0019227715201961576 -0.00027273854663357626 9.1257983557916058e-05 -0.00063921105010573357 -0.00030268287650382446 0.00058780761511523878 0.00044992931054071094 0.00051343164744138735 1.8407681908136282e-05 1.2066582841248112e-05
leaf_weight=60 52 48 58 48 193 231 68 51 74 49 86 2566 141
leaf_count=60 52 48 58 48 193 231 68 51 74 49 86 2566 141
internal_value=0 -3.50736e-07 6.5153e-06 -0.000130342 3.03195e-05 4.57289e-05 -0.00020461 0.000138038 0.000214416 2.11321e-05 1.38214e-05 -1.66213e-06 0.000205617
internal_weight=0 3673 3625 532 3093 484 128 356 305 3035 2986 2759 227
internal_count=3725 3673 3625 532 3093 484 128 356 305 3035 2986 2759 227
is_linear=0
shrinkage=0.0995203


Tree=7904
num_leaves=20
num_cat=0
split_feature=28 20 0 0 0 0 0 5 5 26 18 19 5 3 4 6 3 21 20
split_gain=0.0130977 0.00195978 0.00162707 0.00170908 0.00930918 0.00150487 0.00144845 0.00175459 0.00130555 0.00127588 0.00212742 0.00114301 0.00111336 0.00055932 0.00129416 0.00168041 0.00120636 0.00111081 0.000809155
threshold=0.080375000000000016 -0.24910499999999999 -0.091935000000000003 -0.086304999999999993 -0.086775000000000005 -0.085754999999999984 -0.084759999999999988 -0.015824999999999995 0.15627500000000003 0.084435000000000024 -0.010395 -0.10411999999999999 -0.019465 0.10502000000000002 0.10533000000000002 -0.099455000000000002 0.11404500000000002 -0.035574999999999996 -0.009049999999999999
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 9 -5 7 -7 13 10 -4 -8 -11 17 15 -15 -16 -3 -19
right_child=-2 2 3 5 -6 6 11 -9 -10 12 -12 -13 -14 14 16 -17 -18 18 -20
leaf_value=0.00056941972426136078 -0.0012136357316696047 -0.00052019027721361298 0.00088037625327182299 -0.00038376957406186879 0.0016100179023473746 0.00077490047816333209 0.00052244707178064013 3.7299280236372393e-05 -0.000580027911363279 -0.00020784860257306732 -2.291374328853096e-05 3.4057988785899163e-05 0.00019126859006202759 -4.4812883211038428e-05 -0.00043963987213807451 0.00076100858221007884 7.4145713564648141e-05 -0.00018382870229585659 5.7304219213463861e-05
leaf_weight=73 82 55 49 75 46 62 49 71 46 135 51 1919 142 47 61 52 170 245 308
leaf_count=73 82 55 49 75 46 62 49 71 46 135 51 1919 142 47 61 52 170 245 308
internal_value=0 5.79255e-05 4.72759e-05 8.86702e-05 0.000272178 5.26213e-05 6.85889e-05 0.000387299 -6.12254e-05 0.000106769 0.000411512 4.66341e-05 -2.91683e-07 -3.49103e-05 6.79829e-05 0.000370178 -5.79855e-05 -9.21033e-05 -4.80465e-05
internal_weight=0 3656 3583 2599 423 2176 2101 133 984 377 100 1968 277 938 330 99 231 608 553
internal_count=3738 3656 3583 2599 423 2176 2101 133 984 377 100 1968 277 938 330 99 231 608 553
is_linear=0
shrinkage=0.0995203


Tree=7905
num_leaves=17
num_cat=0
split_feature=28 6 3 8 4 9 9 3 18 6 10 10 21 9 7 21
split_gain=0.0106218 0.00143732 0.00422682 0.0149344 0.00138617 0.00131272 0.00299839 0.00164189 0.00126053 0.00126289 0.00098548 0.00181828 0.000913135 0.000947515 0.00506676 0.00403183
threshold=0.080375000000000016 0.087575000000000028 0.085730000000000015 -0.085605000000000001 0.09939000000000002 0.087495000000000031 0.088135000000000033 0.089655000000000026 -1.0000000180025095e-35 0.093835000000000016 0.09056500000000002 0.086165000000000019 -0.091104999999999992 0.11296000000000002 0.081185000000000021 0.086835000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 5 8 -7 -8 9 -4 11 12 -1 14 -14 -15
right_child=-2 2 4 -5 -6 6 7 -9 -10 -11 -12 -13 13 15 -16 -17
leaf_value=-0.0003285149715484706 -0.0010928543712540079 0.0018887779649803484 0.000264011792494431 -0.00015621744795608 0.00058078345268551188 0.00074984248488533319 -0.00028530604468516148 0.00011210757132088367 -0.00064133958750542711 -0.00038487902792463165 0.00038505452012742861 -0.00051840746132212766 1.9824278501694266e-05 -0.00092053740336736363 0.0010760006379324956 0.00018430987811111037
leaf_weight=74 82 58 64 89 50 64 127 534 48 55 68 65 2176 52 46 86
leaf_count=74 82 58 64 89 50 64 127 534 48 55 68 65 2176 52 46 86
internal_value=0 5.22053e-05 0.000148072 0.000645083 6.96442e-05 4.00751e-05 9.87883e-05 3.45128e-05 -0.000209916 -2.90166e-05 1.12168e-05 7.16735e-07 1.49163e-05 2.60318e-05 4.20578e-05 -0.000226077
internal_weight=0 3656 1089 147 942 892 725 661 167 119 2567 2499 2434 2360 2222 138
internal_count=3738 3656 1089 147 942 892 725 661 167 119 2567 2499 2434 2360 2222 138
is_linear=0
shrinkage=0.0995203


Tree=7906
num_leaves=17
num_cat=0
split_feature=28 20 0 17 8 17 17 0 17 4 26 26 18 1 0 3
split_gain=0.00861357 0.00151509 0.00133206 0.00221872 0.00181029 0.0013309 0.00197458 0.00108914 0.00338682 0.00413292 0.00282868 0.00254251 0.00168289 0.00106201 0.00105302 0.000878062
threshold=0.080375000000000016 -0.24910499999999999 -0.096019999999999994 -0.093784999999999993 -0.0077949999999999998 -0.081244999999999998 -0.065699999999999995 -0.057604999999999996 0.12439000000000001 0.14039500000000002 -0.23033499999999998 -0.087179999999999994 -0.13579499999999997 -0.083684999999999996 -0.100285 0.090835000000000013
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 -5 -7 10 9 12 -4 15 -9 -13 -8 -12
right_child=-2 2 7 5 -6 6 14 8 -10 -11 11 13 -14 -15 -16 -17
leaf_value=0.00049679400674102142 -0.00098409328632318165 -0.00011189006263161778 0.00071961215046751942 0.00041903276400226614 -0.00096153751562378916 -0.00064132276988833792 4.7653319608363232e-05 -0.0003875391233080503 -0.0008662820877468262 0.00078868213509306366 -8.7744238207915258e-05 0.00023490930423567078 3.0256932966170214e-05 6.4752350633599229e-05 -0.00034384799121542928 -0.00071269571403390715
leaf_weight=73 82 58 72 65 47 52 532 126 46 62 47 493 383 1473 78 49
leaf_count=73 82 58 72 65 47 52 532 126 46 62 47 493 383 1473 78 49
internal_value=0 4.70321e-05 3.76402e-05 -7.22125e-05 -0.000500005 -9.30073e-06 -5.25943e-05 7.11611e-05 -4.43656e-05 2.04147e-05 0.000104947 8.30872e-05 -7.15578e-05 0.000107838 -1.06552e-06 -0.000415257
internal_weight=0 3656 3583 832 105 727 662 2751 617 571 2134 2062 509 1966 610 96
internal_count=3738 3656 3583 832 105 727 662 2751 617 571 2134 2062 509 1966 610 96
is_linear=0
shrinkage=0.0995203


Tree=7907
num_leaves=22
num_cat=0
split_feature=28 20 0 9 6 6 2 5 5 2 9 18 8 9 0 5 21 20 3 3 20
split_gain=0.00700901 0.00122248 0.00103988 0.000939394 0.00185023 0.00806107 0.010305 0.00272088 0.0017281 0.00410615 0.00161399 0.00274903 0.00426042 0.00170965 0.00197971 0.00121579 0.000862541 0.00120642 0.00131345 0.00331079 0.00241496
threshold=0.078705000000000011 -0.24910499999999999 -0.096019999999999994 0.09227500000000001 0.088565000000000019 0.089810000000000015 -0.082904999999999993 -0.039649999999999998 0.2686150000000001 0.097285000000000024 0.094375000000000028 -0.067924999999999999 -0.07106999999999998 0.09550500000000002 -0.057604999999999996 0.12043500000000003 0.12208500000000003 0.096345000000000028 0.093835000000000016 0.086605000000000029 -0.057024999999999999
decision_type=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 16 4 8 6 -6 -7 15 -10 11 -5 -13 -12 -15 -4 17 18 19 -3 -20
right_child=-2 2 3 10 5 7 -8 -9 9 -11 13 12 -14 14 -16 -17 -18 -19 20 -21 -22
leaf_value=0.00044735308838881227 -0.0008504077614392597 9.4220863022028776e-05 4.5198491431586238e-05 -0.0007307230162778794 0.0020745353856314146 -0.00054007751288435546 0.00017160829290138456 0.000172339335354348 0.00090976147975233305 -0.00027159873415714579 0.00047071540030346135 0.00067016149669981058 -0.00057895618821080614 0.00011649693293212824 -0.00025704939237327588 -0.00028730415655113696 -0.00040322760467434307 0.00033008124070900104 0.00033667741511046219 -0.0005394796491637264 -0.00018359525817988754
leaf_weight=73 89 161 1156 78 50 66 67 269 69 49 84 54 54 424 210 120 68 81 164 162 190
leaf_count=73 89 161 1156 78 50 66 67 269 69 49 84 54 54 424 210 120 68 81 164 162 190
internal_value=0 4.32384e-05 3.476e-05 6.43195e-05 0.00010509 0.000280437 0.000991822 2.95389e-05 4.76467e-05 0.000412259 -1.80291e-05 -0.000279953 3.80228e-05 4.86831e-05 -5.94172e-06 1.32871e-05 -6.26615e-05 -3.10294e-05 -7.54439e-05 -0.000221076 5.51225e-05
internal_weight=0 3649 3576 2750 1846 452 117 335 1394 118 904 186 108 718 634 1276 826 758 677 323 354
internal_count=3738 3649 3576 2750 1846 452 117 335 1394 118 904 186 108 718 634 1276 826 758 677 323 354
is_linear=0
shrinkage=0.0995203


Tree=7908
num_leaves=29
num_cat=0
split_feature=8 1 1 2 3 3 1 3 17 2 20 20 21 20 8 18 9 29 38 3 26 1 21 21 20 17 8 2
split_gain=0.00836359 0.00727197 0.0202366 0.0384702 0.00594816 0.0238961 0.00330729 0.00344127 0.0027626 0.00155659 0.00134061 0.00200232 0.0020067 0.00161144 0.00109273 0.00209187 0.00121262 0.00104112 0.00103045 0.000896953 0.000852322 0.000795603 0.000689759 0.000956353 0.0012088 0.000909524 0.00163277 0.00097722
threshold=-0.087444999999999995 -0.073844999999999994 -0.080689999999999998 -0.080069999999999988 0.083955000000000016 0.08345000000000001 -0.49056499999999997 0.10669500000000003 -0.14679499999999998 0.13398000000000002 -0.24910499999999999 -0.10892 -0.078089999999999993 -0.083404999999999993 -0.11187999999999999 -0.010395 0.085280000000000022 0.091500000000000012 -0.072014999999999996 0.14823500000000003 0.056820000000000016 -0.080954999999999985 0.086155000000000023 -0.076335 -0.022974999999999999 -0.00095 -0.10337499999999999 -0.012644999999999998
decision_type=2 2 2 2 2 2 2 2 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 5 18 7 8 -6 10 -8 12 -12 -13 20 -16 -17 19 -2 22 -1 -20 23 -3 -25 27 -27 -24
right_child=4 17 3 -5 6 -7 9 -9 -10 -11 11 13 -14 -15 15 16 -18 -19 21 -21 -22 -23 25 24 -26 26 -28 -29
leaf_value=-0.00023097884748166415 0.00034722622702043198 -0.0001821317150328632 -0.00381642129801474 0 -0.00031025120766451508 0.0025371340790637238 0.00051543172166198874 0.00118020317254701 0.00066437141179901901 -0.00052802500348777116 2.9792878295184908e-05 0.00030601134928445495 -0.00085543988661956828 1.6829761039252323e-05 -0.00079817471121935567 0.00021611683475199905 -0.00036036364842235259 0.00045282738449104972 0.00016863843838571603 -0.00040784527221561604 0.00026023149750973538 -0.00035633962906718366 -0.00060639042921394298 0.00064096329328948334 6.2933629365829054e-05 -0.00027658876305080009 0.00051299334490444398 0
leaf_weight=60 80 65 48 57 56 49 57 50 58 49 48 213 50 1922 61 65 79 48 50 56 82 63 56 56 110 54 49 52
leaf_count=60 80 65 48 57 56 49 57 50 58 49 48 213 50 1922 61 65 79 48 50 56 82 63 56 56 110 54 49 52
internal_value=0 -0.000233931 -0.00052922 -0.00174056 0.000102447 0.000573962 5.65316e-05 0.00048884 0.000178429 2.58701e-05 3.80795e-05 2.55279e-05 -0.000413503 4.60636e-05 -0.000160316 -0.000307853 -9.44619e-05 9.02165e-06 7.12986e-05 -3.2111e-05 4.69129e-05 -0.000116804 1.36413e-05 0.000134104 0.000262863 -0.00011436 9.10899e-05 -0.000317879
internal_weight=0 998 452 105 2745 242 2503 164 114 2339 2290 2233 98 2135 347 205 144 546 193 498 142 113 442 231 166 211 103 108
internal_count=3743 998 452 105 2745 242 2503 164 114 2339 2290 2233 98 2135 347 205 144 546 193 498 142 113 442 231 166 211 103 108
is_linear=0
shrinkage=0.0995203


Tree=7909
num_leaves=25
num_cat=0
split_feature=8 8 1 1 8 8 10 9 1 8 7 0 4 4 1 4 18 18 1 0 9 9 18 4
split_gain=0.0068825 0.00864702 0.00420404 0.00963398 0.00370004 0.0333153 0.00278575 0.0028467 0.00237919 0.00156801 0.00142968 0.00134844 0.00131112 0.00368326 0.00188036 0.00184409 0.00123143 0.000956802 0.00114378 0.000882328 0.000545094 0.00127591 0.000378197 0.000576995
threshold=-0.088520000000000001 -0.089304999999999995 -0.091829999999999995 -0.094454999999999997 -0.11187999999999999 -0.10337499999999999 0.086275000000000018 0.09518500000000002 -0.50763499999999995 -0.080724999999999991 0.078295000000000017 -0.021574999999999997 0.10845500000000002 0.11419500000000003 0.44303500000000012 0.10022000000000002 0.091085000000000013 0.084900000000000017 0.18123500000000006 -0.068899999999999989 -0.37999999999999995 -0.096659999999999982 0.10085500000000001 0.11689000000000002
decision_type=2 2 2 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 20 -6 7 8 -2 -10 11 12 15 -14 -15 19 17 18 -7 -4 -1 -22 23 -23
right_child=2 -3 10 -5 5 16 -8 -9 9 -11 -12 -13 13 14 -16 -17 -18 -19 -20 -21 21 22 -24 -25
leaf_value=-0.00020904223516286352 0.00066479067651949858 -0.0014526070051620859 6.4607957965154332e-05 0.0016613543686455142 -0.0028560262677337013 7.065714440389185e-05 0.00083490544657069724 -0.00061992134672491988 0.00055491243603158949 -6.2900114440926283e-05 -0.00048418501753554267 0.00050507637310935475 -0.00096359862697294847 -0.00031921209738539487 0.00040913336791889099 0.00062247778870554279 0.00029584213467014129 -0.00054254354012331287 -0.00042075224885125317 -0.00012224505085989653 0.00054442142953647671 5.4351911657252079e-05 0.00022139106526606543 -0.00030426333347646317
leaf_weight=62 84 54 1704 50 47 178 60 47 50 212 52 61 49 71 69 55 82 49 63 291 56 164 73 60
leaf_count=62 84 54 1704 50 47 178 60 47 50 212 52 61 49 71 69 55 82 49 63 291 56 164 73 60
internal_value=0 -0.000230387 8.68072e-05 0.000348107 -0.000150269 -0.000359163 0.000201349 0.00010254 0.000203044 5.18786e-05 3.05774e-05 4.25715e-05 2.96052e-05 -0.000220372 3.39109e-05 5.30512e-05 -4.14984e-05 -0.000139707 -5.44058e-05 3.69424e-05 5.86662e-05 0.000108005 2.29611e-05 -3.80512e-05
internal_weight=0 888 2855 503 834 419 453 393 346 262 2352 2300 2239 189 140 2050 372 290 241 1995 415 353 297 224
internal_count=3743 888 2855 503 834 419 453 393 346 262 2352 2300 2239 189 140 2050 372 290 241 1995 415 353 297 224
is_linear=0
shrinkage=0.0995203


Tree=7910
num_leaves=26
num_cat=0
split_feature=18 3 17 1 1 17 17 1 2 17 2 3 17 7 3 38 1 6 29 19 2 2 9 9 2
split_gain=0.00570662 0.00961909 0.00466659 0.00307269 0.0163583 0.00250553 0.00957332 0.00244193 0.00235747 0.00341257 0.0033406 0.00257016 0.00240687 0.00132415 0.0012935 0.00122352 0.00159836 0.00176799 0.00173946 0.00108427 0.00101832 0.00261718 0.00174613 0.000577544 0.000466819
threshold=-0.040349999999999997 0.083955000000000016 -0.55286000000000002 -0.067015000000000005 -0.075284999999999991 0.043850000000000007 0.077740000000000017 -0.079434999999999992 -0.072895000000000001 0.41239500000000012 -0.075429999999999983 0.092395000000000019 -0.50029000000000001 -0.074334999999999998 0.11462500000000002 -0.07453499999999999 0.55657000000000012 -0.46885499999999997 -0.077709999999999987 0.061375000000000013 -0.086050000000000001 -0.083974999999999994 0.083715000000000026 0.083835000000000021 -0.079555000000000001
decision_type=2 2 2 2 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 -7 20 10 11 12 -10 -4 -5 -13 -15 17 -17 -19 -14 22 -22 -2 -8 -9
right_child=3 2 8 13 -6 6 23 24 9 -11 -12 14 19 15 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0012030730395286705 -0.00029704233267236114 0.00089014743762113149 -0.00052301378948364687 -0.00045100190896901483 -0.0017794164943756002 -0.0012801093491696545 0.00030265633922664899 0.0006908164642150797 0.00063848203450070102 0.0010413607906872484 -0.00074814855244621737 -0.00028346635391905749 4.3308649573231656e-05 0.0004987977861754928 0.00021419165208968113 0.00062322270827319204 -0.00053649654507026878 -0.00036409013093250525 5.0537277987999889e-05 0.00051086002208369796 -0.00069585530670092767 -5.7713838509741765e-05 0.00027959242640915571 -0.00010059831538854108 0.00020778182787087475
leaf_weight=85 79 71 72 58 62 79 67 46 76 50 60 105 629 54 101 49 50 110 1111 54 80 330 149 70 46
leaf_count=85 79 71 72 58 62 79 67 46 76 50 60 105 629 54 101 49 50 110 1111 54 80 330 149 70 46
internal_value=0 0.000178558 0.000106389 -7.9358e-05 -0.00021252 -0.000108962 -0.00040691 -1.96807e-05 5.71599e-05 0.000280966 -3.30058e-05 0.000143241 2.27425e-05 1.38048e-05 -3.54951e-05 3.40212e-05 1.43875e-05 3.67204e-05 1.2513e-05 8.14733e-05 -8.98742e-05 -0.000184226 7.62031e-05 9.06385e-05 0.000458197
internal_weight=0 1303 1218 2440 1008 946 216 730 1147 332 815 282 755 1432 206 1374 1320 1270 1221 683 638 410 228 137 92
internal_count=3743 1303 1218 2440 1008 946 216 730 1147 332 815 282 755 1432 206 1374 1320 1270 1221 683 638 410 228 137 92
is_linear=0
shrinkage=0.0995203


Tree=7911
num_leaves=29
num_cat=0
split_feature=18 3 10 3 3 0 0 2 2 2 3 9 9 9 3 0 21 6 18 9 2 5 0 6 18 0 21 9
split_gain=0.00463625 0.00779498 0.00284421 0.00252408 0.0539272 0.00172923 0.00193538 0.00172573 0.00288607 0.00265419 0.00240382 0.00171232 0.00371433 0.00209077 0.00185677 0.00539034 0.00398302 0.0013358 0.00114175 0.00274858 0.002233 0.00109223 0.0010292 0.000811056 0.00118655 0.00207494 0.000855605 0.00132667
threshold=-0.040349999999999997 0.083955000000000016 0.087045000000000025 0.087975000000000012 0.087570000000000023 -0.20796499999999998 -0.23177499999999998 -0.072895000000000001 -0.075429999999999983 -0.069129999999999983 0.090435000000000029 0.092150000000000024 0.091405000000000028 0.092855000000000021 0.10871500000000002 -0.15034 0.097380000000000022 0.10449000000000003 0.089365000000000014 0.11408000000000003 -0.077849999999999989 0.51390500000000017 -0.050494999999999991 0.089525000000000021 -0.011039999999999999 -0.086254999999999984 0.087365000000000012 0.084485000000000018
decision_type=2 2 2 2 2 2 2 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 23 6 -5 8 17 -9 -11 12 14 -13 16 -16 -7 21 19 -15 -20 -3 -12 24 25 -2 27 -26
right_child=3 2 -4 5 -6 11 -8 9 -10 10 22 13 -14 18 15 -17 -18 -19 20 -21 -22 -23 -24 -25 26 -27 -28 -29
leaf_value=0.0010833427844011169 0 3.4567093429889133e-05 0.00085646634890164906 2.8585408385203355e-05 -0.0034152402298935607 -5.5267053028673322e-05 0.00087249145993860064 0.00078105908074690576 -0.00068440486058165748 0.0007004790938044894 -0.00017339901011932828 0.00072688269984710755 -0.00087854552353982401 0.000432701879372436 -0.0011276975741749144 -5.8972229508830401e-05 0.00072600529657592912 0.00045882275944975239 -0.0004374451193436533 -0.00030984229498013847 0.00012004142742093442 -0.00041295259044027964 0.00030551302511566566 0.00031075947970693338 0.00025360261968171324 -0.00083385378586167561 -0.00028782202837069178 -7.4404679477375313e-05
leaf_weight=85 73 636 47 70 49 460 46 74 59 54 160 49 59 166 57 271 75 68 111 69 195 59 61 71 214 48 78 279
leaf_count=85 73 636 47 70 49 460 46 74 59 54 160 49 59 166 57 271 75 68 111 69 195 59 61 71 214 48 78 279
internal_value=0 0.000160976 9.59347e-05 -7.14937e-05 -0.000214817 0 0.000370295 6.47104e-05 -1.30668e-05 0.000250245 0.00010443 -2.84175e-05 -0.000113562 0.000103251 -6.03144e-05 -0.000247192 5.2727e-05 3.77725e-05 4.5254e-05 0.000211195 -7.95089e-05 -2.24593e-06 -3.75064e-05 -8.21245e-06 -4.21223e-05 -0.000325553 1.65056e-05 6.63153e-05
internal_weight=0 1303 1218 2440 812 1628 116 1171 822 349 275 1512 922 590 863 328 535 763 541 235 306 695 221 763 692 121 571 493
internal_count=3743 1303 1218 2440 812 1628 116 1171 822 349 275 1512 922 590 863 328 535 763 541 235 306 695 221 763 692 121 571 493
is_linear=0
shrinkage=0.0995203


Tree=7912
num_leaves=21
num_cat=0
split_feature=3 3 3 4 18 25 21 3 8 8 8 8 8 4 3 8 36 4 11 36
split_gain=0.0025685 0.00380178 0.0112628 0.00179657 0.0014782 0.00138782 0.00114676 0.00113395 0.00269212 0.0019773 0.000982118 0.000936658 0.00105789 0.00103808 0.000709364 0.000584544 0.000556563 0.00101065 0.000878485 0.000797685
threshold=0.08622500000000001 0.084795000000000023 0.085035000000000013 0.15615500000000004 0.038665000000000012 0.085465000000000027 -0.10962999999999999 0.083725000000000022 -0.085089999999999985 -0.088304999999999995 -0.087129999999999999 -0.49499500000000002 -0.396895 0.13255000000000003 0.082595000000000016 -0.082094999999999987 0.08605500000000002 0.081905000000000019 0.063835000000000017 0.091370000000000021
decision_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 6 -2 14 9 -9 -4 -8 -13 -14 16 -12 17 -1 -19 -18
right_child=3 2 4 -5 -6 -7 11 8 -10 -11 15 12 13 -15 -16 -17 19 18 -20 -21
leaf_value=-0.00021038347071223869 0.00046749874331800567 -0.0017649431504417441 -0.00069538980343776741 0.00064676712240958098 0.00029419589480293842 0.00051894761078477884 -0.00037917915986898805 0.00021846231071191903 0.00061843397511659396 -0.00054577786024925681 9.9994564345082349e-05 0.00041535758313129118 1.019411399001136e-05 -0.00036547828670296147 -0.00043517241865233849 -0.00035476169215270656 -0.00052861106470518426 0.00057295267683171323 0 0
leaf_weight=87 53 54 46 46 54 54 63 76 79 59 51 62 2536 75 64 57 52 46 59 68
leaf_count=87 53 54 46 46 54 54 63 76 79 59 51 62 2536 75 64 57 52 46 59 68
internal_value=0 -0.000167286 -0.000482939 2.9247e-05 -0.000146175 1.89675e-05 8.99345e-06 -2.57275e-05 0.000155414 -0.000109475 -0.000305907 0 9.05109e-06 -2.83412e-07 -0.000131001 -0.000132436 -6.5983e-05 3.54205e-05 0.000246883 -0.00023505
internal_weight=0 852 262 2889 208 2843 2789 590 214 135 154 2736 2673 2611 376 108 312 192 105 120
internal_count=3741 852 262 2889 208 2843 2789 590 214 135 154 2736 2673 2611 376 108 312 192 105 120
is_linear=0
shrinkage=0.0995203


Tree=7913
num_leaves=14
num_cat=0
split_feature=4 19 6 6 18 18 0 0 18 19 21 6 0
split_gain=0.00187804 0.0013573 0.00131164 0.00144917 0.0011506 0.00940252 0.00143668 0.00199545 0.00115018 0.000912829 0.000762094 0.00167683 0.000482466
threshold=0.15615500000000004 0.10876500000000001 0.18123500000000006 0.13225500000000004 0.089505000000000015 0.088250000000000009 -0.050494999999999991 -0.073464999999999989 -0.023444999999999997 -0.10411999999999999 0.098250000000000018 -0.01146 -0.079954999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 7 -6 -3 -1 11 -10 -12
right_child=-2 8 -4 -5 6 -7 -8 -9 10 -11 12 -13 -14
leaf_value=0.00035239777949735507 0.00057957222603620927 0.00054071883678685078 0.0003536941096816985 -0.00056316259638558195 3.3928562469837902e-05 -0.0014353950936748737 -0.00031647346106943063 0.00050813053819595349 -0.00037635252245700647 -5.2127101864044398e-05 0.00052142641837255249 0.00032370670883854764 6.2436372347262381e-05
leaf_weight=56 52 68 81 54 362 49 74 118 80 2589 46 58 54
leaf_count=56 52 68 81 54 362 49 74 118 80 2589 46 58 54
internal_value=0 -2.23445e-05 -4.06969e-05 -5.06195e-05 -4.18461e-05 -6.8878e-05 8.81273e-05 0.000152209 0.000177876 -4.3253e-05 7.07673e-05 -7.61926e-05 0.000281758
internal_weight=0 3689 3383 3302 3248 2694 554 480 306 2645 238 138 100
internal_count=3741 3689 3383 3302 3248 2694 554 480 306 2645 238 138 100
is_linear=0
shrinkage=0.0995203


Tree=7914
num_leaves=18
num_cat=0
split_feature=3 17 26 21 18 3 4 3 25 0 21 18 29 26 26 29 17
split_gain=0.00199103 0.00622971 0.0141261 0.00141077 0.00130366 0.00139374 0.00116651 0.00112142 0.00107655 0.00106146 0.000858102 0.000855822 0.000736598 0.00147877 0.000985048 0.000742996 0.000397277
threshold=0.08622500000000001 0.061900000000000018 0.086895000000000014 0.086155000000000023 -0.14624999999999996 0.085625000000000021 0.15615500000000004 0.084505000000000011 0.085465000000000027 -0.09937 -0.10962999999999999 0.086800000000000016 -0.0074799999999999997 -0.054024999999999997 0.40795000000000009 0.096845000000000028 -0.079754999999999993
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 9 8 -5 10 -6 -2 -11 13 16 15 -14 -12
right_child=6 2 -4 7 5 -7 -8 -9 -10 11 12 -13 14 -15 -16 -17 -18
leaf_value=-0.00048759712340235424 0.0004064387577698735 4.1591845586452538e-05 -0.0021802925232460098 -5.9827995106236285e-05 -0.00042130461965421011 0.00051644057542057096 0.00052472157584823619 -0.00070868685378779365 0.0004590159211678614 6.2036511568276383e-06 -0.00018381604662183004 0.00043334320152797572 1.6306866401358395e-05 -0.00051734834582846173 0.00035945275762054807 -0.0003016779760479414 0.00014012668887731364
leaf_weight=46 53 72 46 61 51 60 46 51 54 412 62 53 2345 79 81 75 94
leaf_count=46 53 72 46 61 51 60 46 51 54 412 62 53 2345 79 81 75 94
internal_value=0 -0.000146124 -0.000817629 -3.70559e-05 2.02468e-05 6.22251e-05 2.69079e-05 -0.0003626 1.85652e-05 7.82279e-06 9.7438e-06 5.66489e-05 1.76008e-06 -0.000166363 1.78846e-05 6.11368e-06 6.1326e-06
internal_weight=0 852 118 734 622 576 2889 112 2843 516 2789 465 2736 235 2501 2420 156
internal_count=3741 852 118 734 622 576 2889 112 2843 516 2789 465 2736 235 2501 2420 156
is_linear=0
shrinkage=0.0995203


Tree=7915
num_leaves=22
num_cat=0
split_feature=3 17 1 6 21 11 4 2 2 3 3 6 1 1 4 19 6 3 21 3 26
split_gain=0.0016158 0.00503934 0.0128982 0.00136083 0.00114932 0.00113913 0.00163571 0.00325192 0.00278078 0.00090394 0.000813257 0.000754218 0.00112629 0.00133235 0.00127165 0.00077264 0.00272393 0.0010715 0.000932083 0.00086964 0.000799115
threshold=0.08622500000000001 0.061900000000000018 -0.081889999999999991 -0.47103 0.086155000000000023 -0.08577499999999999 0.085065000000000016 -0.016354999999999998 -0.080695000000000003 0.084505000000000011 0.083725000000000022 0.18123500000000006 -0.44477499999999998 -0.50290499999999982 0.085720000000000018 0.11183000000000003 -0.01146 0.09304500000000003 -0.070074999999999985 0.087625000000000022 0.084645000000000012
decision_type=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 -1 8 -8 10 -6 -7 12 13 14 -5 18 17 -17 20 -20 -14
right_child=3 2 -4 11 9 6 7 -9 -10 -11 -12 -13 15 -15 -16 16 -18 -19 19 -21 -22
leaf_value=-0.00041664980787375493 0.00046793562412389281 -0.0020380598772861062 8.5209799991586746e-05 -0.00041741808372184187 -5.3873909730191031e-05 -0.00019346140266482655 -5.7696198486430293e-05 0.0010219740836403272 -0.00071415086688320008 -0.00063815836631178082 0.00014191236288101918 0.00030379147674385607 -0.00036727854854545474 -0.00058627087473201085 0.00021814207824296435 -0.00038786878526413229 0.00086303368881290312 0.00015751622478580107 0.00020785329799985312 1.4552754089090527e-06 1.5930154178729762e-05
leaf_weight=54 67 46 72 52 61 91 62 48 51 51 316 86 118 67 77 47 48 146 228 1861 92
leaf_count=54 67 46 72 52 61 91 62 48 51 51 316 86 118 67 77 47 48 146 228 1861 92
internal_value=0 -0.000131582 -0.000735568 2.42864e-05 -3.33681e-05 1.82319e-05 6.10176e-05 0.000405991 -2.00489e-05 -0.000327241 6.49157e-05 1.34632e-05 4.03814e-06 -0.000225454 -3.17068e-05 2.20693e-05 0.000191673 2.04606e-05 3.93395e-06 2.43741e-05 -0.000195498
internal_weight=0 852 118 2889 734 622 568 110 458 112 407 2822 2736 196 129 2540 241 193 2299 2089 210
internal_count=3741 852 118 2889 734 622 568 110 458 112 407 2822 2736 196 129 2540 241 193 2299 2089 210
is_linear=0
shrinkage=0.0995203


Tree=7916
num_leaves=25
num_cat=0
split_feature=22 8 8 6 17 5 0 6 1 5 1 0 1 8 4 4 3 5 26 17 1 3 4 1
split_gain=0.0301591 0.00310632 0.00514652 0.0118735 0.0011871 0.00384084 0.00205421 0.0013418 0.00151731 0.00212372 0.00178162 0.00163549 0.00109286 0.00105979 0.00105745 0.00104836 0.00124277 0.00104784 0.000817489 0.00170238 0.00114802 0.000656271 0.00168756 0.000584894
threshold=0.13264000000000004 -0.082184999999999994 -0.080724999999999991 0.087455000000000019 0.07134500000000002 -0.025879999999999997 -0.086304999999999993 0.087235000000000021 -0.091259999999999994 -0.0091849999999999987 -0.085184999999999997 -0.087184999999999999 0.18123500000000006 -0.080224999999999991 0.13849500000000003 0.13108000000000006 0.08785500000000003 -0.14118999999999998 0.089075000000000029 -0.012064999999999999 0.10637500000000003 0.11896500000000003 0.10990500000000002 0.41165000000000013
decision_type=2 2 2 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 7 6 12 18 -9 11 -11 -10 17 -4 15 16 -15 -6 21 -20 -21 22 -1 -23
right_child=-2 2 13 -5 5 -7 -8 8 9 10 -12 -13 -14 14 -16 -17 -18 -19 19 20 -22 23 -24 -25
leaf_value=5.1362653802456381e-07 0.0025170648924971949 0.00014292530524105326 0.0003863821151714562 -0.0015581298075179467 0.00072068187896124865 0.00081146789470521613 -0.0004626585446775231 -0.00031747428223742597 0.00055781445861536661 0.0011045655142612606 0.00021123360378275916 -4.2233267844782148e-05 -8.8420754234820999e-05 -0.00024715040458630485 0.00033104467346500318 -0.00054290120337791665 -2.8448522550280694e-05 0.00011377982347871413 0.00018287718066074574 -0.00085275813409562589 -0.00012870919235698564 -0.00047854611740701087 0.00057324314212203872 3.7355370593324002e-06
leaf_weight=598 47 87 52 75 54 89 59 48 60 48 46 172 73 317 63 48 1436 67 56 47 46 47 56 46
leaf_count=598 47 87 52 75 54 89 59 48 60 48 46 172 73 317 63 48 1436 67 56 47 46 47 56 46
internal_value=0 -1.98479e-05 -0.00010045 -0.000639547 8.35472e-05 0.000248565 4.73118e-05 3.84648e-05 0.000197064 0.000275335 0.000676112 0.000109423 0.000206626 -5.44417e-05 -6.71786e-05 -8.15632e-05 -6.8464e-05 0.000391394 -2.68225e-05 -0.000239994 -0.000503429 1.46018e-05 5.08064e-05 -0.000231196
internal_weight=0 3690 2078 162 1612 342 253 1270 374 326 94 232 194 1916 1864 1801 1753 121 896 149 93 747 654 93
internal_count=3737 3690 2078 162 1612 342 253 1270 374 326 94 232 194 1916 1864 1801 1753 121 896 149 93 747 654 93
is_linear=0
shrinkage=0.0995203


Tree=7917
num_leaves=29
num_cat=0
split_feature=10 8 8 18 9 8 8 17 18 3 5 18 17 17 6 26 8 18 3 17 6 6 17 1 6 11 1 17
split_gain=0.0265747 0.00257444 0.00435532 0.0130719 0.00117872 0.00294734 0.00294055 0.0022833 0.00118868 0.00181707 0.00117437 0.000982615 0.00225852 0.0012911 0.000972156 0.00222779 0.00533293 0.00155951 0.00193569 0.001649 0.00131111 0.00101665 0.00103742 0.00292173 0.00221662 0.00208527 0.00113231 0.00096345
threshold=0.096215000000000023 -0.082184999999999994 -0.080724999999999991 -0.077844999999999998 0.087825000000000028 -0.079049999999999995 -0.072175000000000003 -0.072334999999999997 0.088635000000000019 0.089305000000000009 0.2686150000000001 0.11061000000000003 0.07134500000000002 0.51292000000000015 0.087455000000000019 0.087745000000000031 -0.086154999999999995 -0.010395 0.088185000000000027 -0.0088649999999999996 0.094510000000000025 0.086275000000000032 0.07134500000000002 -0.0088199999999999997 -0.059114999999999994 -0.094829999999999998 0.42491000000000007 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 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 3 -3 6 -6 7 -4 10 -10 -8 13 -13 -7 21 16 27 -17 19 -19 -20 22 25 -24 -25 -1 -27 -16
right_child=-2 2 4 -5 5 11 8 -9 9 -11 -12 12 -14 -15 15 17 -18 18 20 -21 -22 -23 23 24 -26 26 -28 -29
leaf_value=-0.00064321913017531215 0.0022234662075031201 -0.0014989159123763409 -0.0010842424019237836 0.00027198506714858913 0.00061970954725509332 -4.0657241262810091e-05 -0.00019649990840120649 -0.0001898379125962072 0.0006946812027848043 -9.216306753561415e-05 0.00018609371479298069 0.00048436795093537681 -0.00023002910499686952 -0.00053649740545161633 -0.00022151749425737533 -0.0003270427249271876 0.0014057297933181289 0.00091143847350525376 -0.00039510288025956705 7.8816028787678037e-05 0.00026070965162468637 -0.00038013622567705706 0.00069488866969578532 0.00020822100719014705 -0.00059846022544663791 0 0.00047204745341219116 0.00038740498498187703
leaf_weight=48 53 80 54 84 74 838 437 65 48 70 95 104 74 56 46 82 46 50 64 49 56 58 86 119 47 744 54 56
leaf_count=48 53 80 54 84 74 838 437 65 48 70 95 104 74 56 46 82 46 50 64 49 56 58 86 119 47 744 54 56
internal_value=0 -2.09068e-05 -9.41773e-05 -0.000586878 -5.15551e-05 1.17441e-05 -0.000146951 -0.000602582 -6.22763e-05 0.000220972 -0.000126641 -2.946e-05 0.000182772 -7.26323e-05 7.34924e-05 0.000198033 0.000514652 3.96332e-05 0.000180665 0.000507602 -8.22352e-05 2.44117e-05 4.65268e-05 0.000223854 -1.52453e-05 -5.32629e-06 3.20174e-05 0.000104767
internal_weight=0 3684 2079 164 1915 1146 769 119 650 118 532 1072 178 894 1605 449 148 301 219 99 120 1156 1098 252 166 846 798 102
internal_count=3737 3684 2079 164 1915 1146 769 119 650 118 532 1072 178 894 1605 449 148 301 219 99 120 1156 1098 252 166 846 798 102
is_linear=0
shrinkage=0.0995203


Tree=7918
num_leaves=23
num_cat=0
split_feature=22 8 8 17 5 18 5 0 26 5 18 5 6 5 21 21 20 5 26 6 1 6
split_gain=0.0242415 0.00217982 0.0129945 0.000995531 0.00467876 0.00216943 0.00120359 0.00138044 0.00119688 0.00116583 0.00166558 0.00151496 0.00112725 0.000959651 0.00130793 0.00174793 0.000998478 0.00104175 0.000803066 0.001083 0.000719589 0.000175067
threshold=0.13264000000000004 -0.081174999999999983 -0.080659999999999996 0.10932500000000002 -0.025879999999999997 -0.020999999999999998 -0.14822499999999997 -0.13752999999999999 0.056820000000000016 -0.082635 0.091085000000000013 -0.067969999999999989 -0.085064999999999988 -0.54382499999999989 -0.032929999999999994 -0.091869999999999993 0.12549000000000002 -0.095169999999999991 0.087625000000000022 -0.091059999999999988 -0.008005 -0.049005
decision_type=2 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 -5 7 -1 -9 10 12 -11 -8 -4 15 -15 17 -16 19 -7 -13 -20
right_child=-2 2 13 4 -6 18 9 8 -10 11 -12 20 -14 14 16 -17 -18 -19 21 -21 -22 -23
leaf_value=0.00015533478583590519 0.0022556834754885072 -0.0016591648833279113 0.00039817326554634721 -0.00059075971012136498 0.0008397569838940334 0.00027237769178131574 0.00045177431124631957 -9.8581707492491401e-05 -0.00071550498794458709 -0.00037177448557973669 0.00059893196063899297 1.2253308941663089e-05 -0.00013890787812022886 -4.1891763137546721e-06 0.00013365771239413467 -0.00077166716470860935 -0.00048587851229801166 -6.308516851269712e-05 0.00018847808139678822 -0.00036777399354481625 0.00025326041043826367 0.00050374110496581039
leaf_weight=68 47 51 46 50 88 52 47 71 61 91 90 723 98 64 330 58 48 1359 46 52 150 47
leaf_count=68 47 51 46 50 88 52 47 71 61 91 90 723 98 64 330 58 48 1359 46 52 150 47
internal_value=0 -1.87672e-05 -9.09568e-05 6.21925e-05 0.00021661 -2.08711e-06 2.46309e-05 -0.000200412 -0.000389877 6.28521e-05 0.000261806 1.35028e-05 4.6909e-05 -4.85435e-05 -6.00376e-05 -0.000375766 -3.73908e-05 -2.41605e-05 0.000143167 -3.98268e-05 5.46012e-05 0.000356607
internal_weight=0 3690 1956 1734 335 247 1399 200 132 1199 235 964 145 1905 1859 122 1737 1689 197 104 873 93
internal_count=3737 3690 1956 1734 335 247 1399 200 132 1199 235 964 145 1905 1859 122 1737 1689 197 104 873 93
is_linear=0
shrinkage=0.0995203


Tree=7919
num_leaves=30
num_cat=0
split_feature=10 8 8 9 9 26 8 8 8 9 9 21 9 8 9 8 0 0 26 8 26 17 0 1 0 6 9 5 17
split_gain=0.0216032 0.00178612 0.0106922 0.00103166 0.00365812 0.00351247 0.00285197 0.00409083 0.00522387 0.00183003 0.00261171 0.00233011 0.000858355 0.0015955 0.0016209 0.00515605 0.00297242 0.00322002 0.00128391 0.00330807 0.00289469 0.00262575 0.00165297 0.00190258 0.00134801 0.00358065 0.00125372 0.0012519 0.00113763
threshold=0.096215000000000023 -0.081174999999999983 -0.080659999999999996 0.094375000000000028 0.09296500000000002 0.094305000000000014 -0.073999999999999996 -0.070649999999999991 -0.068099999999999994 0.087825000000000028 0.086155000000000023 0.094640000000000016 0.084915000000000032 -0.082844999999999988 0.084055000000000032 -0.086304999999999993 -0.084834999999999994 -0.086254999999999984 0.089795000000000028 -0.082934999999999995 0.087435000000000027 0.39033000000000012 -0.083885000000000001 -0.082849999999999993 -0.085605000000000001 0.085955000000000018 0.087765000000000024 -0.010264999999999998 -0.0038549999999999999
decision_type=2 2 2 2 2 2 2 2 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 9 -6 -5 -8 -9 10 -4 -11 13 14 15 27 17 -16 19 24 -21 22 28 -24 25 -14 -26 -1 -20
right_child=-2 2 3 6 5 -7 7 8 -10 11 -12 -13 18 -15 16 -17 -18 -19 21 20 -22 -23 23 -25 26 -27 -28 -29 -30
leaf_value=-0.00013659890126722484 0.0020037603831831569 -0.0014935842524668016 -6.9660604742745674e-05 0.00060922660767062371 -7.1484002328629147e-05 -0.0012461132070353362 -0.00084147195915925755 0.0010396556279539176 -3.5514082019676674e-05 0.0002768963536026212 -0.00066678630601875596 -0.00034303767718217869 8.292638567562685e-05 -0.00050486522220753261 -0.00031983595417373626 0.00081540806985366506 -0.00087143182239521127 0.00069270141175264467 -0.00047588680224991186 0.00020091920593086899 0.0013177198573177107 -0.00071706338100437951 0.00080652948775794704 1.6009996379123311e-05 0.00013214245164827485 0.0010440994426620255 -0.00037664091656768636 0.00020012125360191878 8.2610237421428285e-05
leaf_weight=318 53 52 679 80 52 52 55 49 506 273 82 76 248 62 96 86 52 46 61 50 46 48 52 77 101 46 89 166 84
leaf_count=318 53 52 679 80 52 52 55 49 506 273 82 76 248 62 96 86 52 46 61 50 46 48 52 77 101 46 89 166 84
internal_value=0 -1.98183e-05 -8.51125e-05 -4.62159e-05 -0.000101668 -0.00066667 5.01617e-05 -2.18163e-05 5.79359e-05 -4.79936e-05 -0.000135078 0.000139551 5.36174e-05 -1.88248e-05 1.95468e-05 0.0001051 -0.0002276 2.40426e-06 0.000120863 0.000209546 0.000744581 -3.63333e-05 7.99311e-05 0.000341015 0.000101732 0.000236099 -0.000101874 -1.94209e-05 -0.000146698
internal_weight=0 3684 1956 1904 1214 104 690 610 555 1110 761 349 1728 826 764 570 194 142 902 580 96 322 274 129 484 294 190 484 145
internal_count=3737 3684 1956 1904 1214 104 690 610 555 1110 761 349 1728 826 764 570 194 142 902 580 96 322 274 129 484 294 190 484 145
is_linear=0
shrinkage=0.0995203


Tree=7920
num_leaves=19
num_cat=0
split_feature=1 26 0 6 6 8 6 26 26 26 6 9 8 8 21 5 4 21
split_gain=0.0106934 0.00382399 0.0158144 0.00480142 0.0114967 0.00475435 0.00129797 0.00286761 0.00151021 0.00222046 0.00137484 0.00118639 0.00107873 0.00185815 0.00137905 0.0014199 0.00118079 0.00103825
threshold=-0.55579999999999996 -0.15866 -0.059114999999999994 0.089090000000000016 0.088565000000000019 -0.11061499999999999 0.090460000000000026 0.090020000000000031 0.090625000000000025 0.089545000000000027 0.092405000000000029 0.090695000000000012 -0.084855 -0.085605000000000001 0.10384500000000002 -0.43873000000000001 0.14699000000000004 0.10886500000000003
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 4 12 -5 7 -7 9 -8 -10 -2 13 16 15 -14 -3 -16
right_child=1 3 -4 5 -6 6 8 -9 10 -11 -12 -13 14 -15 17 -17 -18 -19
leaf_value=-0.0014039819544215723 0.0001934600275071861 3.7726016365798667e-05 0.0019090375674960247 0.0010020853407590091 -0.0014966276349033289 -3.7844447001480832e-05 0.00013833272716110112 0.000930658918670264 -0.0004834282416348303 0.00089206832829411182 4.2474104081045134e-05 -0.00039464526155125787 0.00014245546847304843 0.00052721012781410334 0.00048001336539129193 -0.000174468548133232 -0.00047356120107949355 1.2377477559859449e-05
leaf_weight=52 65 898 54 69 54 58 223 60 56 48 399 69 159 75 58 1037 47 270
leaf_count=52 65 898 54 69 54 58 223 60 56 48 399 69 159 75 58 1037 47 270
internal_value=0 3.30115e-05 0.000470385 9.35869e-06 -5.93886e-05 0.00020588 0.000139817 0.000447678 8.86519e-05 0.000274857 -2.04532e-05 -0.000103261 -2.85593e-05 5.01582e-05 -8.17814e-05 -0.000131651 1.14306e-05 9.75651e-05
internal_weight=0 3699 188 3511 2598 913 844 118 726 271 455 134 2544 1020 1524 1196 945 328
internal_count=3751 3699 188 3511 2598 913 844 118 726 271 455 134 2544 1020 1524 1196 945 328
is_linear=0
shrinkage=0.0995203


Tree=7921
num_leaves=13
num_cat=0
split_feature=18 18 28 6 6 6 26 6 5 26 2 0
split_gain=0.00947986 0.00831662 0.00695771 0.00170226 0.00993901 0.00144569 0.00148819 0.00136306 0.00238053 0.00101404 0.00198676 0.00157094
threshold=0.31690500000000005 0.23251500000000005 0.080375000000000016 0.088915000000000022 0.088315000000000018 -0.55466499999999985 -0.2382 0.090460000000000026 -0.039649999999999998 0.092180000000000026 -0.078454999999999983 -0.080204999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 -5 10 -9 -11
right_child=-2 -3 -4 7 -6 6 -8 9 -10 11 -12 -13
leaf_value=0.00053322658798477147 -0.00140784548087156 0.0012556867014378622 0.00092915032053419587 0.00084055369287994565 -0.0012560688019537306 -0.00047233817045348861 -1.5652810302304532e-05 0 0 -0.0004417805316348425 0.00047272507834980224 4.389076325813437e-05
leaf_weight=46 46 54 80 64 66 73 2464 237 72 82 139 328
leaf_count=46 46 54 80 64 66 73 2464 237 72 82 139 328
internal_value=0 2.95233e-05 1.11636e-05 -9.17257e-06 -4.99207e-05 -1.87847e-05 -2.91162e-05 0.000107013 0.0003989 5.5467e-05 0.000174008 -5.12469e-05
internal_weight=0 3705 3651 3571 2649 2583 2537 922 136 786 376 410
internal_count=3751 3705 3651 3571 2649 2583 2537 922 136 786 376 410
is_linear=0
shrinkage=0.0995203


Tree=7922
num_leaves=9
num_cat=0
split_feature=18 18 28 10 30 6 6 6
split_gain=0.00768737 0.00674315 0.00564155 0.00200712 0.0012433 0.00129061 0.00802964 0.00119653
threshold=0.31690500000000005 0.23251500000000005 0.080375000000000016 0.089090000000000016 0.11955500000000002 0.089090000000000016 0.088565000000000019 0.090460000000000026
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7
right_child=-2 -3 -4 -5 -6 7 -8 -9
leaf_value=-1.3498585825163902e-05 -0.0012677365410063285 0.0011307205223620232 0.00083668120176451821 -0.00046969687994861503 0.00048669521818354582 0.00038569923347019222 -0.0012407002394992962 5.1424971709754843e-05
leaf_weight=2481 46 54 80 91 52 125 54 768
leaf_count=2481 46 54 80 91 52 125 54 768
internal_value=0 2.66118e-05 1.00573e-05 -8.23206e-06 3.59975e-06 -3.48962e-06 -3.99631e-05 9.91326e-05
internal_weight=0 3705 3651 3571 3480 3428 2535 893
internal_count=3751 3705 3651 3571 3480 3428 2535 893
is_linear=0
shrinkage=0.0995203


Tree=7923
num_leaves=9
num_cat=0
split_feature=17 18 28 10 10 17 3 5
split_gain=0.0073128 0.00849823 0.00460327 0.00195754 0.00126567 0.00188877 0.00390638 0.00123338
threshold=-0.57205499999999987 0.26473000000000008 0.080375000000000016 0.089090000000000016 0.086275000000000018 -0.54604999999999992 0.10457000000000002 -0.087969999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7
right_child=1 -3 -4 -5 -6 7 -8 -9
leaf_value=-0.0011399446781967266 0.00019647839690713513 0.0011914860373474663 0.0007534143253952652 -0.00047074980498654711 0.00050940154405759979 -8.5715966822169201e-05 -0.0010427470975284266 4.7007687067027552e-05
leaf_weight=54 48 61 80 89 48 985 51 2335
leaf_count=54 48 61 80 89 48 985 51 2335
internal_value=0 2.64838e-05 6.71377e-06 -9.85469e-06 1.74065e-06 -5.14707e-06 -0.000433642 7.38376e-06
internal_weight=0 3697 3636 3556 3467 3419 99 3320
internal_count=3751 3697 3636 3556 3467 3419 99 3320
is_linear=0
shrinkage=0.0995203


Tree=7924
num_leaves=27
num_cat=0
split_feature=18 18 18 26 1 26 2 1 10 2 2 2 2 0 0 21 5 26 18 2 5 18 2 26 29 29
split_gain=0.0138785 0.00294519 0.0132809 0.00318257 0.0131804 0.00303466 0.00376337 0.00602683 0.0105015 0.00649151 0.00224174 0.00184191 0.0023852 0.0018762 0.00310296 0.00156512 0.00122041 0.000933329 0.000902962 0.00366353 0.000948938 0.00110351 0.000790157 0.000768329 0.00199753 0.000570414
threshold=0.31690500000000005 0.084900000000000017 0.087505000000000013 -0.074359999999999996 -0.15796999999999997 0.084535000000000013 -0.079739999999999991 -0.092954999999999996 0.085705000000000017 -0.086304999999999993 -0.045109999999999997 -0.080069999999999988 -0.081134999999999999 -0.077314999999999981 -0.079564999999999983 -0.076335 -0.011964999999999998 0.11861500000000001 0.090725000000000014 -0.080874999999999989 0.23074000000000006 0.15891500000000006 0.096520000000000022 -0.23202999999999999 -0.085364999999999983 -0.082239999999999994
decision_type=2 2 2 2 2 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 6 7 8 -5 -9 -8 12 16 14 -13 -12 -7 -15 19 -4 21 22 -20 -6 -25 -26
right_child=-2 2 18 5 23 11 10 9 -10 -11 15 13 -14 17 -16 -17 -18 -19 20 -21 -22 -23 -24 24 25 -27
leaf_value=0.001735671756944542 0.001743814470615473 0.001498895023757686 -0.00019714630825025427 -0.0020341384481388099 -0.00025744187318590587 0.0001896848882518716 0.00057814499879377073 0.00014021093767798857 -8.0919098298755463e-05 -0.00083971182962505543 0.00041704366587565038 -0.00016009984859698321 0.00059472085999168005 0.00015870509969001954 -0.00098680213939392842 -0.00019383222103591934 -6.1683411090335396e-05 -0.00027241800981651779 7.3395772418468729e-05 0.00090268715675218729 0.00044457744570373296 -0.0003998362251072636 -0.00023159487466933038 0.00067897780026519882 -0.00033813300592187503 4.0883920775663792e-05
leaf_weight=49 46 68 64 57 85 302 50 179 54 106 46 249 82 195 56 376 516 66 491 55 46 69 101 47 47 232
leaf_count=49 46 68 64 57 85 302 50 179 54 106 46 249 82 195 56 376 516 66 491 55 46 69 101 47 47 232
internal_value=0 4.16581e-06 0.000161592 -4.59132e-05 0.000192761 -9.33034e-05 -0.000240803 -0.000467288 -0.0010913 -0.000221379 -4.90516e-05 -5.41241e-06 8.24704e-05 -0.000146602 -0.000314572 -0.000125304 3.01193e-05 4.65489e-05 5.05084e-05 0.000304301 6.63292e-06 -2.26059e-05 1.99791e-05 6.8214e-06 7.82356e-05 -2.00307e-05
internal_weight=0 3688 894 2794 460 2334 868 396 111 285 472 1466 900 566 305 422 818 261 826 119 707 661 592 411 326 279
internal_count=3734 3688 894 2794 460 2334 868 396 111 285 472 1466 900 566 305 422 818 261 826 119 707 661 592 411 326 279
is_linear=0
shrinkage=0.0995203


Tree=7925
num_leaves=15
num_cat=0
split_feature=18 3 18 3 0 10 1 17 8 17 6 1 36 26
split_gain=0.0112535 0.003419 0.0136477 0.010839 0.0386048 0.001808 0.00170271 0.0014215 0.00185428 0.0019484 0.00133218 0.00328536 0.000628876 0.000905892
threshold=0.31690500000000005 0.081685000000000021 -0.092864999999999989 0.084955000000000017 -0.083514999999999992 0.089090000000000016 -0.50954999999999984 0.10932500000000002 -0.084514999999999993 -0.011809999999999999 0.18123500000000006 -0.50158499999999984 0.086430000000000021 0.047170000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -5 8 9 -3 11 -8 13 -4
right_child=-2 3 12 5 -6 -7 10 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0018980353721347336 0.0015702697936691779 0.00017757499713329334 -6.9448226167965639e-05 0.00045531862709414334 0.0030050996773057738 -0.00051408751673583087 -0.0008011703921228493 0.00059024008192126286 0.00054074306895894229 -0.0004576900769049978 0.00037977341033875345 -2.3701013933770274e-05 -0.00022381839599103874 0.00045431003864292754
leaf_weight=46 46 93 89 74 54 74 55 49 50 96 77 2791 90 50
leaf_count=46 46 93 89 74 54 74 55 49 50 96 77 2791 90 50
internal_value=0 3.72914e-06 -0.00033359 3.11483e-05 0.000562713 -2.77826e-05 -1.55019e-05 0.000101923 0 -0.000140768 -2.77015e-05 -3.90136e-05 -1.576e-05 0.000113065
internal_weight=0 3688 275 3413 342 3071 2997 288 239 189 2923 2846 229 139
internal_count=3734 3688 275 3413 342 3071 2997 288 239 189 2923 2846 229 139
is_linear=0
shrinkage=0.0995203


Tree=7926
num_leaves=18
num_cat=0
split_feature=1 3 3 3 0 20 6 0 10 1 26 6 38 4 0 5 26
split_gain=0.0100206 0.00390961 0.0124279 0.00926349 0.0367208 0.00162514 0.00214669 0.00793863 0.00158603 0.00192002 0.0013989 0.00154819 0.000851896 0.000730396 0.000705679 0.000363318 0.000348712
threshold=-0.54365999999999992 0.081685000000000021 0.07728500000000002 0.084955000000000017 -0.083514999999999992 -0.24910499999999999 0.11690000000000002 -0.077174999999999994 0.089090000000000016 -0.50954999999999984 0.08734500000000002 0.085465000000000027 -0.080750000000000002 0.11541000000000003 -0.050054999999999995 -0.013050000000000001 0.084100000000000022
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 10 -5 8 -8 9 -7 11 16 -2 -14 -9 -12 -3
right_child=1 3 -4 5 -6 6 7 14 -10 -11 15 -13 13 -15 -16 -17 -18
leaf_value=0.0012755972382069249 -0.0003550768745852437 0 -0.0017827855621409998 0.00046161819942116514 0.0030425809451098754 0.00063323539091537722 -0.0012682471342761879 0.00041035027576724365 -0.00048401977384803706 -1.5017983534888402e-05 0.00056124331243669002 -0.00038337203534895379 -0.00012787175990140682 0.00030687049173571849 -9.3549328300457493e-05 0.00015380555203996639 0.00037805567075628507
leaf_weight=62 59 50 50 66 49 46 63 50 70 2724 57 85 73 77 57 46 50
leaf_count=62 59 50 50 66 49 46 63 50 70 2724 57 85 73 77 57 46 50
internal_value=0 -2.80607e-08 -0.000373024 2.80374e-05 0.000523499 -2.59783e-05 -3.69417e-05 -0.000380673 -1.6078e-05 -3.95722e-06 9.20625e-05 -6.78484e-05 -3.18428e-05 8.98384e-05 0.000134267 0.000387229 0.00019216
internal_weight=0 3672 259 3413 337 3076 3010 170 2840 2770 288 185 209 150 107 103 100
internal_count=3734 3672 259 3413 337 3076 3010 170 2840 2770 288 185 209 150 107 103 100
is_linear=0
shrinkage=0.0995203


Tree=7927
num_leaves=22
num_cat=0
split_feature=18 18 18 26 0 3 3 20 9 28 6 1 9 0 5 3 21 18 3 9 6
split_gain=0.00872335 0.0025686 0.0229035 0.00307325 0.0162737 0.00277696 0.0124455 0.00182779 0.00182177 0.00147394 0.00122897 0.00420562 0.00118971 0.00100557 0.00126216 0.000721741 0.002061 0.00195297 0.00445681 0.000979791 0.00144782
threshold=0.31690500000000005 0.087065000000000017 0.088735000000000022 -0.112275 -0.060094999999999996 0.081685000000000021 0.014805000000000004 -1.0000000180025095e-35 0.089645000000000016 0.078705000000000011 0.11690000000000002 -0.050379999999999994 0.11408000000000003 0.019150000000000004 -0.43873000000000001 0.10871500000000002 0.10046500000000001 0.10435500000000002 0.12870500000000004 0.09697500000000002 0.095080000000000012
decision_type=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 7 6 13 8 -1 10 12 -12 -7 14 -5 16 19 -17 -19 20 -4
right_child=-2 2 15 5 -6 9 -8 -9 -10 -11 11 -13 -14 -15 -16 17 -18 18 -20 -21 -22
leaf_value=0.00048844364712529028 0.0013808974670782173 0.002289831331399211 1.269513613084471e-05 0.00047226998311217287 0.0017970120757140236 8.7695726887794364e-07 -0.0017742989837911094 -0.00065411748785798823 -0.00032503924013516572 -0.00060085333268743971 -0.00084027227251289385 0.00025338365927383061 -0.00039441441361535068 -0.00037700320838029245 -0.00017255339226453039 0.00034708999739354934 0.0007165674142886407 -0.0010283438101343035 0.00010027676398689954 -0.00028966622601671679 0.00053246168540814715
leaf_weight=51 46 47 395 62 55 2156 51 54 58 46 73 65 78 49 56 58 47 56 88 81 62
leaf_count=51 46 47 395 62 55 2156 51 54 58 46 73 65 78 49 56 58 47 56 88 81 62
internal_value=0 1.64792e-06 0.000155503 -4.30249e-05 0.000315381 -7.2976e-05 -0.000413593 -0.000179534 4.80709e-05 -4.19284e-05 -3.07441e-05 -0.000319212 -1.25582e-05 0 0.000159315 2.69994e-05 8.38659e-05 -0.000133636 -0.000332947 2.70711e-05 8.50019e-05
internal_weight=0 3688 834 2854 218 2636 218 163 109 2418 2372 138 2234 167 118 787 585 202 144 538 457
internal_count=3734 3688 834 2854 218 2636 218 163 109 2418 2372 138 2234 167 118 787 585 202 144 538 457
is_linear=0
shrinkage=0.0995203


Tree=7928
num_leaves=23
num_cat=0
split_feature=20 0 18 26 26 26 9 8 6 9 8 17 18 0 6 6 0 9 9 1 0 18
split_gain=0.0349382 0.00328387 0.0156574 0.00180729 0.00177029 0.00155342 0.00381211 0.00473672 0.00583144 0.00239799 0.00224904 0.00144004 0.00132875 0.00226336 0.00176501 0.00125119 0.0065423 0.00118685 0.00122086 0.00103891 0.000834461 0.000540886
threshold=-0.41270499999999993 -0.13056499999999996 -0.10082999999999999 -0.23202999999999999 -0.43370499999999995 0.096275000000000013 0.09518500000000002 -0.080569999999999989 0.086420000000000011 0.09667000000000002 -0.069939999999999988 -0.095109999999999986 0.092545000000000016 -0.19631499999999999 -0.097455 0.11413500000000003 -0.077544999999999989 0.10464500000000003 0.098720000000000016 -0.0086750000000000004 -0.057604999999999996 0.087065000000000017
decision_type=2 2 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 -3 15 7 21 -9 -8 -11 -4 13 14 -13 17 -17 18 -5 -15 -19 -7
right_child=1 3 11 5 -6 6 9 8 -10 10 -12 12 -14 19 -16 16 -18 20 -20 -21 -22 -23
leaf_value=0.0027271667804940527 0.0018850451680724922 0 -0.00041960450377151118 -8.3432130381220855e-06 -0.00085257065669200902 -0.00016116106848370598 0.00061463520161555139 4.2473212718465378e-05 -0.0012562391530355924 -0.00049430661999766347 8.6911718017943274e-05 7.6391173330334576e-05 -0.0002607590774776905 0.0004205316366270018 0.00086292126812527957 0.0011550298595137561 -0.00036358174974772942 1.1426588436795205e-05 -0.00045011870850235813 -0.00011427544057108721 0.00061773951639421652 0.00026538295069010611
leaf_weight=47 51 46 57 2133 53 71 60 50 101 90 242 51 75 46 71 52 60 46 64 165 50 50
leaf_count=47 51 46 57 2133 53 71 60 50 101 90 242 51 75 46 71 52 60 46 64 165 50 50
internal_value=0 -3.28034e-06 0.000229293 -4.14201e-05 -0.000460468 -2.76356e-05 -0.000162454 -0.000448938 -0.000820781 3.42428e-05 -6.81818e-05 4.59341e-05 0.000112979 0.000199613 0.000540836 9.24615e-06 0.000334179 -6.26796e-06 -2.1585e-05 0 0.000335742 8.33132e-06
internal_weight=0 3684 516 3168 99 3069 664 272 151 392 332 465 408 333 122 2405 112 2293 2197 211 96 121
internal_count=3731 3684 516 3168 99 3069 664 272 151 392 332 465 408 333 122 2405 112 2293 2197 211 96 121
is_linear=0
shrinkage=0.0995203


Tree=7929
num_leaves=19
num_cat=0
split_feature=20 0 0 26 20 17 26 21 2 1 9 0 26 6 2 11 6 27
split_gain=0.0283298 0.00266253 0.0151766 0.00146829 0.00163578 0.00137889 0.00221366 0.00212811 0.00265204 0.0013123 0.00129142 0.0019486 0.00176652 0.0035573 0.00312792 0.00112492 0.00123386 0.00106971
threshold=-0.41270499999999993 -0.13056499999999996 -0.14028499999999997 -0.23202999999999999 -0.044334999999999999 -0.095109999999999986 0.082850000000000021 0.087785000000000016 0.08814000000000001 0.005935000000000001 0.12188500000000002 -0.057604999999999996 0.096275000000000013 0.11690000000000002 -0.078289999999999985 -0.08577499999999999 0.11413500000000003 0.079415000000000027
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 -3 -2 7 8 -7 -9 12 -12 15 14 -14 17 -17 -5
right_child=1 3 -4 10 -6 6 -8 9 -10 -11 11 -13 13 -15 -16 16 -18 -19
leaf_value=0.002455758679006229 -0.00035667843288714478 -1.4276052432060765e-05 0.0018920713291495899 -0.00063229362578071503 -0.00084102994618930461 -1.2692552625974097e-05 -0.00044952750023539653 -0.00052859340614409931 0.00070095965228711497 0.00013083704185020092 -3.466512546326507e-05 0.00077792989544633157 -0.00045412710254029816 -0.00096389138643014464 5.4810153369244739e-05 0 0.00036468601440527068 0
leaf_weight=47 75 52 48 53 47 85 59 47 123 79 68 49 178 54 358 2158 96 55
leaf_count=47 75 52 48 53 47 85 59 47 123 79 68 49 178 54 358 2158 96 55
internal_value=0 -2.92046e-06 0.000206474 -3.72848e-05 -0.000415045 3.18429e-05 0.000108071 0.00020902 0.000405387 -0.000108644 -2.48322e-05 0.000298656 -3.79307e-05 -0.000191971 -0.000112675 2.00093e-07 1.558e-05 -0.000313204
internal_weight=0 3684 516 3168 99 468 393 334 208 126 3069 117 2952 590 536 2362 2254 108
internal_count=3731 3684 516 3168 99 468 393 334 208 126 3069 117 2952 590 536 2362 2254 108
is_linear=0
shrinkage=0.0995203


Tree=7930
num_leaves=16
num_cat=0
split_feature=20 18 18 22 2 2 9 2 1 10 10 1 3 7 9
split_gain=0.0229735 0.0027144 0.0245902 0.0019387 0.0011893 0.0014565 0.00125365 0.00142488 0.00178238 0.00115634 0.00222645 0.0013799 0.00147637 0.000894779 0.000317833
threshold=-0.41270499999999993 -0.10082999999999999 -0.10872 0.13160500000000006 -0.081804999999999989 -0.096314999999999998 0.097680000000000031 0.096520000000000022 -0.03694999999999999 0.090150000000000022 0.086275000000000018 -0.50388999999999995 0.097095000000000029 -0.10984999999999999 0.095585000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 9 5 14 7 8 -6 10 11 12 -3 -13 -2
right_child=1 3 -4 -5 6 -7 -8 -9 -10 -11 -12 13 -14 -15 -16
leaf_value=0.0022113610189258971 -0.00016976000900859959 -1.6070689803134874e-05 0.0023547248904056731 -0.00067837250248039996 -0.00097171095810891727 0.000560036600025033 0.00020207830267941293 8.7991140356756225e-05 -0.00018260438786779474 -0.00042705815187231514 0.00066924498547920805 -0.00043738626406091192 -0.00080685009097795565 -7.916078344402702e-06 0.00016418395800171378
leaf_weight=47 68 52 48 46 47 64 69 63 80 70 46 49 46 2889 47
leaf_count=47 68 52 48 46 47 64 69 63 80 70 46 49 46 2889 47
internal_value=0 -2.70175e-06 0.000216191 -3.62229e-05 -1.62999e-05 0.000178857 -0.000154337 -0.000288081 -0.000481082 -2.65917e-05 -1.72305e-05 -2.79013e-05 -0.000395606 -1.53574e-05 -2.61601e-05
internal_weight=0 3684 486 3198 438 179 259 190 127 3152 3082 3036 98 2938 115
internal_count=3731 3684 486 3198 438 179 259 190 127 3152 3082 3036 98 2938 115
is_linear=0
shrinkage=0.0995203


Tree=7931
num_leaves=17
num_cat=0
split_feature=20 18 5 26 9 18 30 9 3 26 3 3 19 26 5 5
split_gain=0.0186296 0.00230934 0.0151319 0.00206 0.00160498 0.00215857 0.00144739 0.00106609 0.0020866 0.00411322 0.00214607 0.000992087 0.00111186 0.00228211 0.000931382 0.00155293
threshold=-0.41270499999999993 -0.10387 -0.0080599999999999995 -0.23202999999999999 0.083760000000000015 -0.14734 0.11634000000000003 0.089645000000000016 0.090995000000000006 0.091765000000000027 0.091715000000000033 0.11816500000000002 -0.050215000000000003 0.090385000000000021 -0.54165499999999989 -0.50393499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -4 7 14 9 -9 -10 12 -6 -14 -5 -16
right_child=1 3 4 6 11 -7 -8 8 10 -11 -12 -13 13 -15 15 -17
leaf_value=0.0019912860231797486 0.0018784286931681951 -0.00053464423462861929 3.5705882088107273e-05 0.00037887640065726067 -0.00016269178304031799 -0.0007927706400395533 0.00052781526224285433 1.8571812686551646e-05 0.00060591158813592407 -0.00085678152595608482 -7.7908261452273121e-05 -0.00016501931401790201 6.7755183288167119e-05 0.0008438145732450245 -0.00039766016526711015 2.1104875762724438e-05
leaf_weight=47 48 79 78 67 46 50 47 111 48 99 811 73 97 64 92 1874
leaf_count=47 48 79 78 67 46 50 47 111 48 99 811 73 97 64 92 1874
internal_value=0 -2.47709e-06 0.000206924 -3.23115e-05 8.26972e-06 -0.000281522 -1.94494e-05 -2.80052e-05 -0.000108551 -0.000390197 -3.87441e-05 0.00014367 0.000256486 0.000381336 1.39452e-05 1.09215e-06
internal_weight=0 3684 456 3228 408 128 3149 3102 1069 210 859 280 207 161 2033 1966
internal_count=3731 3684 456 3228 408 128 3149 3102 1069 210 859 280 207 161 2033 1966
is_linear=0
shrinkage=0.0995203


Tree=7932
num_leaves=18
num_cat=0
split_feature=26 3 18 20 5 5 10 3 3 3 3 18 18 5 0 36 1
split_gain=0.00384981 0.00373708 0.0193665 0.00199604 0.00148907 0.011399 0.00111667 0.0010652 0.00237137 0.0016909 0.000923752 0.00183811 0.000974029 0.000629434 0.000690643 0.00049262 0.000110425
threshold=0.5128250000000002 0.082595000000000016 -0.095364999999999991 -0.25378999999999996 -0.088604999999999989 -0.091229999999999992 0.089090000000000016 0.090435000000000029 0.086605000000000029 0.096510000000000026 0.085195000000000007 -0.025879999999999997 0.15374500000000005 -0.41880499999999998 -0.093765000000000001 0.081840000000000024 -0.09225499999999999
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 7 10 8 -5 -9 11 -6 -12 14 -4 16 -15
right_child=-2 3 13 4 6 -7 -8 9 -10 -11 12 -13 -14 15 -16 -17 -18
leaf_value=0.0021519984931962746 0.00085406767709885899 -0.00058535563122738977 2.9164538573567065e-05 7.7335794061231323e-05 -0.00051531284424759596 -0.0015774157474953037 -0.00046181919097084507 0.00036570452782913344 -0.00057798958764925673 -6.6856815297789633e-05 5.3895997266556395e-05 2.1758325696818959e-05 -0.000215924651164099 0.00035441489449199002 -0.00047729406460458309 -0.00013504079537468946 0.00011466472163357731
leaf_weight=48 51 67 50 108 94 52 50 110 107 477 1997 184 141 46 51 54 57
leaf_count=48 51 67 50 108 94 52 50 110 107 477 1997 184 141 46 51 54 57
internal_value=0 -1.64591e-05 0.000316267 -4.6761e-05 -3.56452e-05 -0.000148924 3.25255e-06 -5.52833e-05 -0.000244995 1.28078e-05 1.32162e-05 -0.000156897 3.57186e-05 -2.20921e-05 -0.000218467 9.90241e-05 0.000229686
internal_weight=0 3693 306 3387 3320 854 2466 802 215 587 2416 278 2138 258 101 157 103
internal_count=3744 3693 306 3387 3320 854 2466 802 215 587 2416 278 2138 258 101 157 103
is_linear=0
shrinkage=0.0995203


Tree=7933
num_leaves=18
num_cat=0
split_feature=29 3 18 20 18 1 1 18 1 6 2 2 2 1 19 17 36
split_gain=0.00333289 0.00313 0.0163826 0.00171647 0.00102086 0.00274086 0.00930428 0.0014414 0.00127219 0.00101281 0.000906235 0.00083791 0.00244334 0.00103905 0.000427389 0.000399627 0.000881398
threshold=0.12737000000000004 0.082130000000000022 -0.095364999999999991 -0.25378999999999996 0.014860000000000003 -0.079629999999999992 -0.080954999999999985 0.087065000000000017 -0.078509999999999983 0.11884000000000002 -0.078289999999999985 -0.078289999999999985 -0.079739999999999991 -0.092954999999999996 0.068030000000000021 -0.0064000000000000003 0.088355000000000031
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 9 6 7 -6 -7 11 -10 12 -5 -13 15 -4 -17
right_child=-2 3 14 4 5 8 -8 -9 10 -11 -12 13 -14 -15 -16 16 -18
leaf_value=0.0019997161833054445 0.00081972147685512248 -0.00054517747754039968 9.0032650520193696e-05 8.7540462719393843e-06 -0.00055026371758391335 0.00050922404732932521 -0.0015721221897188528 -1.3792632919873037e-06 -0.00021613906333404505 0.00035835546797436502 4.9750613031427084e-05 0.00021096012700444469 0.00061694954777140581 -0.00012265713755131358 0.00022835303471325225 -0.00044423762342801526 7.4259772743885314e-05
leaf_weight=47 48 66 68 1329 61 46 52 226 186 77 392 103 69 798 50 69 57
leaf_count=47 48 66 68 1329 61 46 52 226 186 77 392 103 69 798 50 69 57
internal_value=0 -1.48426e-05 0.00029809 -4.1827e-05 -3.16324e-05 -0.000118092 -0.000345916 -0.000120894 4.3665e-06 3.06516e-06 -3.43962e-05 -8.47844e-06 3.93579e-05 -8.36103e-05 -2.63272e-05 -9.61862e-05 -0.000203182
internal_weight=0 3696 291 3405 3339 963 339 287 624 2376 578 2299 1398 901 244 194 126
internal_count=3744 3696 291 3405 3339 963 339 287 624 2376 578 2299 1398 901 244 194 126
is_linear=0
shrinkage=0.0995203


Tree=7934
num_leaves=15
num_cat=0
split_feature=26 3 4 20 24 18 18 18 18 9 11 3 17 5
split_gain=0.00311418 0.00248079 0.0188168 0.00130594 0.00118323 0.00100303 0.00862007 0.00262445 0.00196145 0.000939869 0.00110138 0.000701034 0.000643442 0.000476962
threshold=0.5128250000000002 0.082595000000000016 0.075700000000000031 -0.25378999999999996 0.098635000000000014 0.090795000000000028 0.093060000000000018 0.089365000000000014 0.086285000000000014 0.10341500000000002 -0.072964999999999988 0.10871500000000002 -0.012754999999999999 -0.011204999999999998
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 8 -5 10 13 -8 -12 -4
right_child=-2 3 9 4 -6 6 11 -9 -10 -11 12 -13 -14 -15
leaf_value=0.0020446335902936492 0.0007686442020042514 -0.00047487196746835616 -1.3586668243573212e-05 5.9102956677422419e-06 -0.00052657537246557915 -0.001239597828320898 5.3901676780021244e-05 0.00066695967971470689 -0.00048010758680505492 -0.00048353583889259948 0 -0.00018260153417932893 0.00051072680764936978 -0.00043820756036649488
leaf_weight=49 51 67 67 2470 47 63 422 58 85 47 46 175 49 48
leaf_count=49 51 67 67 2470 47 63 422 58 85 47 46 175 49 48
internal_value=0 -1.43089e-05 0.00025671 -3.90359e-05 -2.99939e-05 -2.26129e-05 -0.000132278 4.77342e-06 -9.9382e-06 -8.09931e-05 5.20164e-06 -1.40538e-05 0.000259725 -0.000197938
internal_weight=0 3693 306 3387 3320 3273 660 2613 2555 257 210 597 95 115
internal_count=3744 3693 306 3387 3320 3273 660 2613 2555 257 210 597 95 115
is_linear=0
shrinkage=0.0995203


Tree=7935
num_leaves=18
num_cat=0
split_feature=4 5 5 18 23 6 5 29 9 17 21 5 5 6 21 4 21
split_gain=0.00292072 0.00220732 0.0241613 0.00111915 0.00157016 0.00105608 0.0018932 0.00188229 0.00125444 0.00124122 0.00105388 0.00149601 0.00710704 0.00150303 0.00124744 0.0009604 0.000788195
threshold=0.15834500000000004 -0.0083599999999999994 -0.0073899999999999999 -0.10303999999999999 0.086085000000000023 -0.078305 -0.0016799999999999999 -0.077709999999999987 0.09143500000000003 0.51362000000000008 0.086690000000000017 -0.088604999999999989 -0.092239999999999989 -0.01146 0.088310000000000013 0.11670500000000002 0.090095000000000022
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 10 6 -4 -7 -8 15 11 12 -5 -13 -12 -9 -16
right_child=-2 2 5 4 -6 7 8 9 -10 -11 14 13 -14 -15 16 -17 -18
leaf_value=-0.00051767100108805687 0.00078471566985862805 0.002325718422787431 0.00065118154954029166 -0.00013884923825683621 0.00046827448483993211 -0.00054392543060254441 -0.0002286614395345173 -4.1466118509506732e-05 0.00036246175556865133 0.00049793523026906816 0.00047645635568885656 -0.00040842129789262887 -0.0013591462171925078 6.6060438915709011e-06 -0.00035688598001801811 0.00037046949577119196 2.3381663831733231e-05
leaf_weight=56 46 46 67 554 53 66 87 1053 60 48 56 97 52 762 60 59 522
leaf_count=56 46 46 67 554 53 66 87 1053 60 48 56 97 52 762 60 59 522
internal_value=0 -1.31366e-05 8.04043e-05 -7.63466e-05 -6.45039e-05 8.11046e-06 0.000212539 -2.69051e-05 7.04449e-06 1.80587e-06 -7.83203e-05 -0.000124915 -0.000244912 -3.93067e-05 2.73881e-05 -1.88736e-05 -1.44146e-05
internal_weight=0 3698 1486 2212 2156 1440 214 1226 147 1160 2103 1465 606 859 638 1112 582
internal_count=3744 3698 1486 2212 2156 1440 214 1226 147 1160 2103 1465 606 859 638 1112 582
is_linear=0
shrinkage=0.0995203


Tree=7936
num_leaves=27
num_cat=0
split_feature=6 6 5 1 3 5 3 3 2 1 6 5 8 5 5 3 21 8 20 5 19 19 1 21 5 3
split_gain=0.00306793 0.00283407 0.00905823 0.00184433 0.00539045 0.0053192 0.00413328 0.00198023 0.00173619 0.00161478 0.00200806 0.00129889 0.00168933 0.00205148 0.00191174 0.0032856 0.000995966 0.00111607 0.00177611 0.00110802 0.000628603 0.00106386 0.00096642 0.000833702 0.00197181 0.00183746
threshold=0.087235000000000021 0.098855000000000012 0.065520000000000023 -0.083284999999999984 0.089005000000000015 -0.015214999999999999 0.086775000000000033 0.094045000000000031 -0.24151999999999998 -0.085739999999999997 0.089165000000000022 -0.068984999999999991 -0.083294999999999994 -0.012164999999999999 0.049800000000000011 0.10871500000000002 0.12662500000000004 -0.062834999999999988 0.0074100000000000017 0.5252300000000002 0.075380000000000016 0.086925000000000016 -0.025874999999999999 0.11729000000000002 0.41370500000000004 0.11197500000000002
decision_type=2 2 2 2 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 9 6 -5 -8 -1 10 -2 -3 -13 -14 -15 -16 19 -18 -19 20 23 -22 -23 24 -10 -25
right_child=1 11 -4 5 -6 -7 7 -9 16 -11 -12 12 13 14 15 -17 17 18 -20 -21 21 22 -24 25 -26 -27
leaf_value=-0.00049398730813436534 -0.00031211582421590241 -0.00037384896726334253 0.0015856137248811163 -0.00068734145685608774 -0.00079887870957426267 0.0013299685297798328 0.00018680471388152954 0.00090054678428516221 -4.9574414252264209e-05 0.00057340134781387793 0.00048811894160273687 -0.00040960561532747426 0.00054241178626800559 -0.00047548854948511392 0.00043436402201310284 -0.00053253811091514517 3.7261167507949949e-05 -0.00092624831907632771 -6.7517325150824042e-05 0.00042040447619936166 0.00047804475946252721 -0.00030214599297960883 9.9616850936537274e-05 -0.00019280724903041798 -0.00069797830389411856 0.00068695206603137341
leaf_weight=84 77 91 49 46 66 46 190 50 1742 83 52 67 90 65 123 48 66 47 53 56 58 74 294 46 48 46
leaf_count=84 77 91 49 46 66 46 190 50 1742 83 52 67 90 65 123 48 66 47 53 56 58 74 294 46 48 46
internal_value=0 0.000147247 0.000281683 0.000175599 -1.06683e-05 0.000334035 0.000170988 0.000338912 -4.81636e-05 0.000230857 4.11355e-06 -3.41059e-05 4.24794e-05 0.000137904 -1.28891e-05 0.000158166 -3.30379e-05 -0.000268993 -0.000479307 -1.61229e-05 -2.70692e-05 8.13501e-05 1.6603e-05 -5.20455e-05 -6.74191e-05 0.000238174
internal_weight=0 1143 659 610 278 332 286 240 2614 212 129 484 393 326 236 171 2530 166 100 2364 2308 426 368 1882 1790 92
internal_count=3757 1143 659 610 278 332 286 240 2614 212 129 484 393 326 236 171 2530 166 100 2364 2308 426 368 1882 1790 92
is_linear=0
shrinkage=0.0995203


Tree=7937
num_leaves=26
num_cat=0
split_feature=6 6 6 18 26 8 0 10 9 5 5 2 2 9 3 6 8 8 10 18 2 9 3 3 26
split_gain=0.00248871 0.00261847 0.0140803 0.00177171 0.00334897 0.00211327 0.00302741 0.00159664 0.00152518 0.00271169 0.00275825 0.00159355 0.00357547 0.00282594 0.00224953 0.0014433 0.00130574 0.00119387 0.0011534 0.00103502 0.00102704 0.000929796 0.00326075 0.00324844 0.00180525
threshold=0.087235000000000021 0.09278500000000002 0.091615000000000016 -0.017129999999999996 0.088545000000000026 -0.086844999999999992 -0.084665000000000004 0.090150000000000022 0.09310000000000003 -0.039649999999999998 -0.013384999999999999 -0.072419999999999998 -0.076524999999999996 0.097510000000000027 0.10214500000000003 0.10384500000000003 -0.079219999999999999 -0.090440000000000006 0.086275000000000018 0.10307000000000002 -0.24163499999999999 0.11296000000000002 0.10341500000000002 0.17152000000000003 0.26711000000000013
decision_type=2 2 2 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 17 -7 18 9 -3 -11 12 13 -10 -13 -12 -17 -5 20 -16 -1 23 -23 24 -22
right_child=1 8 -4 5 -6 6 -8 -9 11 10 15 14 -14 -15 19 16 -18 -19 -20 -21 21 22 -24 -25 -26
leaf_value=-0.00049219690198765143 -7.314969339955262e-05 -0.00063679002876456314 0.0018584649071546385 -1.9495411041368536e-06 0.00091521226779244327 -0.00095239826586206004 2.8483899885495037e-05 -0.00048757515713473927 0.00038083378985188856 0.00071311674296720248 0.00020450512458241083 -0.00064777795812481981 0.00091531928671354445 -0.00057775477843724564 0.0004739298932409989 -9.8417105611086089e-06 -0.00068686631666808494 0.00055662345733688214 0.00040802483339272364 -0.00013680361297361329 -1.985178980770981e-05 0.00025733150939484002 -0.00071416482534500522 0.00068332687433871032 -0.00056115480476922751
leaf_weight=49 66 84 52 84 67 47 88 78 83 46 70 49 69 48 54 58 60 65 58 53 2165 60 77 64 63
leaf_count=49 66 84 52 84 67 47 88 78 83 46 70 49 69 48 54 58 60 65 58 53 2165 60 77 64 63
internal_value=0 0.000132593 0.000313203 0.000118545 0.000418592 -1.90872e-05 -0.000306945 -4.34015e-05 5.70152e-06 -0.000151429 1.93048e-05 0.000148359 0.00033517 2.33461e-05 -8.58943e-05 -0.000146103 -0.000361029 0.000236229 -2.94172e-05 0.000163766 -3.99863e-05 -3.05269e-05 -0.000282717 -1.50955e-05 -3.55254e-05
internal_weight=0 1143 469 417 133 284 135 2614 674 318 234 356 200 131 156 188 118 149 2536 107 2478 2429 137 2292 2228
internal_count=3757 1143 469 417 133 284 135 2614 674 318 234 356 200 131 156 188 118 149 2536 107 2478 2429 137 2292 2228
is_linear=0
shrinkage=0.0995203


Tree=7938
num_leaves=25
num_cat=0
split_feature=6 6 6 18 26 18 8 18 0 10 26 8 8 5 17 18 18 6 3 10 10 21 26 1
split_gain=0.00201713 0.00212502 0.0114155 0.0014319 0.00272175 0.00189132 0.0027807 0.00255764 0.00169062 0.00129401 0.00104214 0.0027631 0.0020422 0.00228114 0.00468992 0.00108184 0.00250318 0.00168025 0.00148933 0.000935843 0.000862068 0.000824494 0.000773082 0.00222979
threshold=0.087235000000000021 0.09278500000000002 0.091615000000000016 -0.017129999999999996 0.088545000000000026 0.089505000000000015 -0.084324999999999997 0.09365500000000003 -0.085794999999999996 0.090150000000000022 0.09167500000000002 -0.080835000000000004 -0.077604999999999993 0.054660000000000007 0.064745000000000011 -0.082304999999999989 -0.016464999999999997 0.10384500000000003 0.098755000000000023 0.086275000000000018 0.081365000000000021 0.14680000000000004 -0.2382 0.62916000000000016
decision_type=2 2 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 6 8 -7 -5 19 15 -12 -13 14 -14 17 -17 -3 -18 20 21 22 -1 -24
right_child=1 10 -4 5 -6 7 -8 -9 -10 -11 11 12 13 -15 -16 16 18 -19 -20 -21 -22 -23 23 -25
leaf_value=0.00031614484404853162 -6.5869862480980843e-05 5.013691435790275e-05 0.0016735101376778821 0.00052942155482209612 0.00082413026848491319 0.00084519438142294028 -0.00075879813575157142 -8.6568569449980349e-05 -0.00028164080732054423 -0.00043905157400095114 0.00063159392955739065 -0.00060420042091609326 -2.2775118297204597e-05 -0.00041736283529890411 0.0011191833145888662 0.00060723597885284255 -0.00051967884455127351 -0.00072370733478970635 0.00012500079477523526 0.00036741814127024832 -0.00046398459464871018 -0.00042037071735594216 -1.4305838879355674e-05 -0.0007149242007998915
leaf_weight=66 66 47 52 46 67 48 63 71 56 78 81 50 133 63 48 51 73 62 66 58 46 52 2268 46
leaf_count=66 66 47 52 46 67 48 63 71 56 78 81 50 133 63 48 51 73 62 66 58 46 52 2268 46
internal_value=0 0.000119326 0.000282033 0.000106552 0.000376321 -1.69007e-05 -0.000237714 0.00028239 7.61067e-05 -3.91133e-05 4.89234e-06 0.000116559 -2.25537e-05 9.32813e-05 0.000275542 -0.00013242 6.75022e-06 -0.000382521 -0.000207683 -2.64896e-05 -3.60397e-05 -2.76088e-05 -1.86835e-05 -2.85872e-05
internal_weight=0 1143 469 417 133 284 165 119 102 2614 674 375 294 244 181 299 190 109 139 2536 2478 2432 2380 2314
internal_count=3757 1143 469 417 133 284 165 119 102 2614 674 375 294 244 181 299 190 109 139 2536 2478 2432 2380 2314
is_linear=0
shrinkage=0.0995203


Tree=7939
num_leaves=23
num_cat=0
split_feature=6 17 17 6 0 3 0 17 9 3 3 8 10 18 0 5 9 7 3 26 4 26
split_gain=0.00163553 0.00206181 0.0130679 0.00154698 0.00183079 0.00588807 0.00229561 0.00380596 0.00163836 0.0025197 0.00123334 0.00108355 0.0010485 0.000945976 0.000896664 0.000848556 0.000698676 0.00350931 0.0026975 0.000926065 0.00095626 0.000628278
threshold=0.087235000000000021 -0.095109999999999986 -0.13530499999999998 0.087670000000000012 -0.071799999999999989 0.10057000000000002 -0.076439999999999994 0.055875000000000015 0.093175000000000022 0.092395000000000019 0.087925000000000017 -0.080835000000000004 0.090150000000000022 -0.089674999999999991 -0.055729999999999995 0.62931500000000018 0.11296000000000002 0.082845000000000016 0.10244500000000002 0.26711000000000013 0.14646500000000004 0.096980000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 10 -3 6 -6 8 -8 9 -5 -2 -12 15 -13 -7 16 17 19 -18 20 -1 -10
right_child=1 3 -4 4 5 14 7 -9 21 -11 11 13 -14 -15 -16 -17 18 -19 -20 -21 -22 -23
leaf_value=-1.753368304821702e-05 -0.00037545963441412396 0.00058595583153475965 0.0018756204262598414 1.9507211090348659e-05 0.0010193985620104871 -0.00041825315884318112 -0.0011642743941238747 4.6791823150656124e-05 0.00063300385782172537 -0.00065111920616192013 0.00056359417091063932 0.00029430686775425711 -0.00039535707387809005 -0.00032648496766062745 0.00013010165498415327 0.00032713681085249144 0.00033597217571091519 0.00080358506083598881 -0.00058418121436854854 -0.00043956611549296422 -0.00043506550721853534 0.00010204528728955097
leaf_weight=2172 57 48 46 403 68 59 47 54 49 64 47 48 78 49 56 66 48 50 88 56 56 48
leaf_count=2172 57 48 46 403 68 59 47 54 49 64 47 48 78 49 56 66 48 50 88 56 56 48
internal_value=0 0.000107379 0.000362329 3.61837e-05 4.09917e-06 0.000283759 -7.16288e-05 -0.000508669 5.18399e-06 -7.06459e-05 1.19307e-05 0.000170958 -3.52831e-05 -1.08496e-05 -0.00014411 -2.38855e-05 -3.35964e-05 -2.04378e-05 -0.000253402 -3.88353e-05 -2.83956e-05 0.000378701
internal_weight=0 1143 247 896 848 183 665 101 564 467 201 144 2614 97 115 2536 2470 2334 136 2284 2228 97
internal_count=3757 1143 247 896 848 183 665 101 564 467 201 144 2614 97 115 2536 2470 2334 136 2284 2228 97
is_linear=0
shrinkage=0.0995203


Tree=7940
num_leaves=23
num_cat=0
split_feature=21 3 20 6 2 3 18 18 18 17 9 3 18 17 3 18 17 9 18 20 5 5
split_gain=0.00180414 0.00202354 0.00168152 0.00150617 0.00285139 0.00129987 0.00103206 0.00312422 0.00532929 0.00217494 0.00164002 0.00207151 0.00127452 0.00115058 0.00108373 0.00101814 0.00100905 0.000890055 0.00214907 0.00190472 0.000813387 0.00103323
threshold=-0.032929999999999994 0.085845000000000019 -0.094259999999999997 -0.03252 -0.083104999999999998 0.097595000000000029 -0.070914999999999992 -0.020999999999999998 -0.030229999999999996 -0.55286000000000002 0.098720000000000016 0.096775000000000014 -0.013125 0.26430000000000003 0.090135000000000021 0.24916000000000005 -0.53896499999999992 0.08895500000000002 -0.085834999999999995 -0.079154999999999989 -0.53979999999999995 -0.5087799999999999
decision_type=2 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 -3 9 8 10 -2 11 14 -9 16 -8 20 -11 18 -18 -19 -14 -22
right_child=6 2 3 4 -6 -7 7 12 -10 13 -12 -13 15 -15 -16 -17 17 19 -20 -21 21 -23
leaf_value=-0.00080555594608005079 0.00052397055238172653 -7.0764837959763226e-05 0.00047057721426531064 0.0003735759595792307 -0.0004954270389707974 -0.00074837219440862795 0.00040247104487675921 -0.00035422140703809821 0.0013267971520577082 -0.00050118089587088111 -0.00032723971810418468 0.0008606634548860107 0.00043483935054903009 -0.00049521622236974364 -0.00019179871849523138 -0.00029684693291520046 -0.00020430072655858156 0.00057119513216762465 0.00032018283246454279 -3.2354724827068898e-05 -0.0003262671597610201 5.9392684772498968e-05
leaf_weight=48 60 60 62 66 85 58 58 84 49 49 49 50 55 66 62 84 438 67 93 219 71 1805
leaf_count=48 60 60 62 66 85 58 58 84 49 49 49 50 55 66 62 84 438 67 93 219 71 1805
internal_value=0 -0.000198988 -0.000108553 5.50259e-05 -0.000110177 -0.000410764 2.99986e-05 6.58682e-05 0.000386057 -5.47643e-05 0.000171834 0.0003205 2.45965e-05 -9.29003e-05 8.86098e-05 4.07946e-05 -6.12935e-05 -3.3909e-05 -0.0001109 0.000106174 5.59063e-05 4.43604e-05
internal_weight=0 379 331 213 151 118 3359 2367 268 992 219 170 2099 932 120 2015 866 817 531 286 1931 1876
internal_count=3738 379 331 213 151 118 3359 2367 268 992 219 170 2099 932 120 2015 866 817 531 286 1931 1876
is_linear=0
shrinkage=0.0995203


Tree=7941
num_leaves=22
num_cat=0
split_feature=20 8 30 5 5 0 18 6 5 18 26 5 1 2 20 6 5 2 4 2 2
split_gain=0.00122204 0.00138841 0.0012729 0.00124252 0.00248634 0.00798735 0.00817506 0.00223267 0.00164314 0.00124786 0.00147674 0.00101194 0.000942193 0.00091438 0.000885857 0.00153122 0.00127808 0.001649 0.000824635 0.000796967 0.000718739
threshold=-0.08588999999999998 0.24853500000000003 0.11725000000000002 -0.0087549999999999989 -0.014739999999999998 -0.086414999999999992 -0.020999999999999998 0.11884000000000002 0.41488500000000011 -0.053034999999999992 0.089625000000000024 -0.0063549999999999995 -0.082489999999999994 -0.084869999999999987 -0.089994999999999992 -0.093155000000000002 0.23074000000000006 -0.01504 0.10343500000000001 -0.080604999999999996 -0.10018999999999999
decision_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 3 4 9 13 -7 8 11 10 -2 -5 -11 -6 15 -1 17 19 -10 20 -17
right_child=1 -3 -4 7 5 6 -8 -9 18 12 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=0.00039206390360686046 -1.3105197402107973e-05 0.00057059356069529075 -0.00049416018787791602 -0.00044910825786906007 2.8406261541217901e-05 0.0017993306191968394 0.0001844477907584207 0.00046196215429225069 0.00027439040484590756 0.00030804030724517948 -0.00062307878220634418 -0.00010359302474556894 3.9607949074425253e-05 -0.00055326725661271879 -0.00050343471382676287 3.2969569016163183e-05 0.00016285048754964557 -0.00073787451822442454 -0.00019037303046181092 0.00021638669525625201 -0.00041805713824884759
leaf_weight=55 131 46 47 95 49 57 71 79 164 145 58 890 1357 53 61 51 82 61 47 46 93
leaf_count=55 131 46 47 95 49 57 71 79 164 145 58 890 1357 53 61 51 82 61 47 46 93
internal_value=0 2.70572e-05 1.9095e-05 2.6899e-05 7.76177e-05 0.000384979 0.000909971 -4.8875e-05 -8.3302e-05 3.53281e-05 -0.000204624 -0.000137748 6.60669e-05 -0.00026581 -0.000147905 -8.99003e-05 -0.000171962 -0.000284605 0.000166985 -0.000134773 -0.000252634
internal_weight=0 3289 3243 3196 1921 230 128 1275 1196 1691 189 985 1502 102 449 388 333 251 211 190 144
internal_count=3738 3289 3243 3196 1921 230 128 1275 1196 1691 189 985 1502 102 449 388 333 251 211 190 144
is_linear=0
shrinkage=0.0995203


Tree=7942
num_leaves=24
num_cat=0
split_feature=21 3 6 6 20 17 17 17 8 17 3 0 0 26 6 26 21 2 26 2 4 26 1
split_gain=0.00127282 0.00165593 0.00128239 0.00169123 0.00128458 0.000956035 0.0104008 0.00197971 0.0012822 0.00124396 0.00153201 0.00101639 0.00192618 0.000972332 0.00200608 0.00145438 0.00235639 0.00216373 0.00116509 0.00182588 0.00147643 0.00093826 0.000864093
threshold=-0.032929999999999994 0.085845000000000019 -0.0079349999999999993 -0.01146 -0.048779999999999997 -0.013885 -0.010655 -0.0088649999999999996 0.11446000000000002 -0.55286000000000002 0.10457000000000002 -0.072274999999999992 -0.066264999999999991 0.11575500000000001 0.089725000000000013 0.089365000000000014 0.11932500000000003 -0.084385000000000002 0.086255000000000012 -0.085944999999999994 0.085720000000000018 -0.092795000000000002 -0.019239999999999997
decision_type=2 2 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 9 -7 -8 11 10 -2 21 -13 15 -15 18 17 -17 20 -20 -11 -9 -4
right_child=5 2 22 -5 -6 6 7 8 -10 13 -12 12 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.00071596539788151814 0.000730248915559658 0.0002303544286690888 0 0.00054763794669531872 -0.00038316605461480942 0.0014493954727899034 -0.00057659537133710739 -0.00028812128172221176 0.00047294461585968995 -0.0001773007504952801 -6.0116177311152916e-06 -0.00058576235201527997 1.9300440747873533e-06 -0.00015456368235946765 0.00057088223499270779 3.9825670634530878e-05 0.00034599758750388188 -0.00052095378119898039 -0.00016376408538829986 0.00045317794625792247 0.00010285981132267987 9.4894983672652477e-05 -0.00051094694117381832
leaf_weight=48 46 60 55 55 75 53 51 66 69 492 66 70 249 78 71 94 55 225 78 116 296 1184 86
leaf_count=48 46 60 55 55 75 53 51 66 69 492 66 70 249 78 71 94 55 225 78 116 296 1184 86
internal_value=0 -0.000167343 -8.53109e-05 8.00206e-05 -0.000104426 2.49837e-05 7.62696e-05 3.26969e-05 5.21673e-05 -2.97606e-05 0.000289072 3.3141e-05 -0.000124465 -5.40316e-05 0.000185625 -8.09692e-05 -0.000248139 -0.000353142 -1.64682e-05 0.000200909 -7.10239e-05 7.40168e-05 -0.000313904
internal_weight=0 379 331 190 135 3359 1742 1689 1638 1617 112 1569 319 1505 149 1356 374 319 982 194 788 1250 141
internal_count=3738 379 331 190 135 3359 1742 1689 1638 1617 112 1569 319 1505 149 1356 374 319 982 194 788 1250 141
is_linear=0
shrinkage=0.0995203


Tree=7943
num_leaves=28
num_cat=0
split_feature=20 20 9 9 9 18 5 0 17 1 0 2 18 9 18 5 2 17 20 20 20 20 5 0 0 0 2
split_gain=0.00110192 0.00154276 0.00143284 0.00332167 0.00293175 0.00811554 0.0131071 0.00895689 0.00149847 0.00309524 0.00352685 0.00153855 0.00130373 0.00170009 0.00130099 0.00113566 0.00087962 0.00128141 0.000945798 0.000833773 0.00129227 0.00347013 0.00136805 0.000773735 0.001998 0.00109854 0.000564615
threshold=-0.06470999999999999 -0.055879999999999992 0.08938500000000002 0.08895500000000002 0.092465000000000033 0.090795000000000028 -0.011204999999999998 -0.082494999999999999 -0.041415 -0.076894999999999991 -0.073664999999999994 -0.046564999999999995 -0.060544999999999995 0.10591500000000002 -0.12363 -0.5087799999999999 0.12875500000000004 -0.54892999999999992 -0.15615999999999999 -0.037429999999999998 -0.0088249999999999978 -0.0049799999999999992 -0.016339999999999997 -0.088174999999999989 -0.085754999999999984 -0.089965000000000003 -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=15 -2 3 19 5 6 7 -4 12 10 -10 -11 14 -14 -6 -1 17 -17 26 -3 22 -22 -21 25 -25 -20 -19
right_child=1 2 4 -5 8 -7 -8 -9 9 11 -12 -13 13 -15 -16 16 -18 18 23 20 21 -23 -24 24 -26 -27 -28
leaf_value=-0.00048545198850552529 0.00060661960009706284 -0.00037847372374938924 0.00063476294713110258 -0.00081802166076698642 0.00029526047880631121 -0.00056781925180395779 -0.00018052156400475322 0.0024830937940653712 4.6999684874084204e-05 -1.8269059031257442e-05 -0.0010488025596343735 0.00057401153054942094 0.00074737650217018348 0 -0.0003965306884816445 0.00045564682578762847 -0.00042281994691293842 -0.00053483433361785056 2.0202916821639323e-05 -1.5037952669338355e-05 -0.00086246446117774688 1.6495053721286334e-05 0.00069237994329275946 -0.00065631195822513804 -2.690421509673736e-05 0.00053896841971973284 -5.4235441498011027e-05
leaf_weight=64 47 56 60 51 58 62 85 48 53 315 61 50 75 50 50 51 60 61 319 49 46 1328 55 57 433 47 47
leaf_count=64 47 56 60 51 58 62 85 48 53 315 61 50 75 50 50 51 60 61 319 49 46 1328 55 57 433 47 47
internal_value=0 4.07085e-05 2.99654e-05 -2.78588e-05 0.000125591 0.00041532 0.000735389 0.00146382 2.0676e-05 -7.87506e-05 -0.00053217 6.06225e-05 0.00022859 0.000447703 -1.74334e-05 -7.66413e-05 -5.15413e-05 -2.87872e-05 -5.52652e-05 -1.05505e-06 1.26911e-05 -1.23358e-05 0.000351206 -1.92342e-05 -0.000101792 8.90571e-05 -0.000333265
internal_weight=0 2599 2552 1585 967 255 193 108 712 479 114 365 233 125 108 1139 1075 1015 964 1534 1478 1374 104 856 490 366 108
internal_count=3738 2599 2552 1585 967 255 193 108 712 479 114 365 233 125 108 1139 1075 1015 964 1534 1478 1374 104 856 490 366 108
is_linear=0
shrinkage=0.0995203


Tree=7944
num_leaves=23
num_cat=0
split_feature=17 2 2 17 9 0 4 2 4 9 26 9 26 4 29 0 18 9 7 8 8 10
split_gain=0.0119284 0.00244242 0.0153995 0.00109895 0.00214173 0.0010599 0.00297708 0.00335524 0.00206011 0.00123165 0.00190178 0.00232125 0.00110709 0.00145412 0.00129366 0.000981957 0.00132412 0.00331106 0.00112693 0.000886811 0.000328064 0.000163164
threshold=-0.57205499999999987 -0.11700999999999999 -0.14091999999999996 -0.52615499999999993 0.089105000000000018 -0.15137999999999999 0.08544000000000003 0.096520000000000022 0.11061500000000002 0.08401500000000002 0.12158000000000002 0.11296000000000002 -0.01278 0.11474000000000002 -0.081409999999999996 -0.061654999999999995 -0.060544999999999995 0.095415000000000014 0.082845000000000016 -0.080445000000000003 -0.067719999999999989 0.080995000000000025
decision_type=2 2 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 -3 6 -5 -8 -9 12 19 -12 14 -14 -7 18 -17 -18 21 -11 -6 -2
right_child=1 3 -4 5 20 9 7 8 -10 10 11 -13 13 -15 -16 16 17 -19 -20 -21 -22 -23
leaf_value=0.0015594409235408621 -0.0001145613239845032 0.00078800880872053442 0.0019325745100366408 -0.00043236878273216183 -0.0001784340274618461 -0.00020405900804351687 0.0010313176273778239 -0.00021954741628098373 0.00053791578578804198 4.4459346049633585e-05 0.00078287907586750585 0 -0.00032915249097576654 1.6120487613839329e-05 0.0002139040306385352 -0.00023871573412893309 -0.00012094092606156762 0.0010165781610294497 -0.00058585892107127988 -9.0533410024096363e-05 0.0001861290105939268 0.00014614918574409454
leaf_weight=51 47 51 48 59 52 134 55 80 63 1088 68 86 365 174 161 47 54 46 46 861 46 47
leaf_count=51 47 51 48 59 52 134 55 80 63 1088 68 86 365 174 161 47 54 46 46 861 46 47
internal_value=0 2.64129e-05 0.000282608 4.94905e-07 0.000264912 -1.15838e-05 0.000181786 0.000368926 0.000108436 -2.87833e-05 1.14443e-05 0.000348343 -0.000131202 -0.000216173 2.12746e-05 3.80276e-06 0.000186224 0.000394132 -0.000181892 -1.47557e-05 0 7.08515e-06
internal_weight=0 3678 335 3343 149 3194 257 198 143 2937 2103 154 834 539 295 287 147 100 140 1949 98 94
internal_count=3729 3678 335 3343 149 3194 257 198 143 2937 2103 154 834 539 295 287 147 100 140 1949 98 94
is_linear=0
shrinkage=0.0995203


Tree=7945
num_leaves=11
num_cat=0
split_feature=17 28 17 26 4 4 18 21 0 26
split_gain=0.00967142 0.00620786 0.00131076 0.000897048 0.00119133 0.00118265 0.00112918 0.00318843 0.00117464 0.000771083
threshold=-0.57205499999999987 0.083225000000000021 -0.55754499999999996 0.12236500000000003 0.15028500000000003 0.14039500000000002 0.087065000000000017 0.086835000000000009 -0.075424999999999992 -0.2382
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 9 8 -8 -5 -4
right_child=1 -3 3 6 -6 -7 7 -9 -10 -11
leaf_value=0.0014042450916412559 0.00045584629720720902 0.00096592322911694627 -0.00031427586112007394 0.00025494586356157502 -0.00045434351389530029 0.00043855189921989231 0.0010362170470261977 -9.7551644740285657e-05 -0.000395507969523266 -6.4754055322205344e-06
leaf_weight=51 63 68 83 66 60 58 47 49 47 3137
leaf_count=51 63 68 83 66 60 58 47 49 47 3137
internal_value=0 2.37954e-05 5.82216e-06 -1.94015e-06 -1.46919e-05 -6.39482e-06 0.000197804 0.000448995 -8.35246e-06 -1.46636e-05
internal_weight=0 3678 3610 3547 3338 3278 209 96 113 3220
internal_count=3729 3678 3610 3547 3338 3278 209 96 113 3220
is_linear=0
shrinkage=0.0995203


Tree=7946
num_leaves=17
num_cat=0
split_feature=18 28 3 3 18 0 20 3 18 0 38 5 6 0 3 6
split_gain=0.00721854 0.0050155 0.000923369 0.000876727 0.00102809 0.000900734 0.00230485 0.00312431 0.000754765 0.00192049 0.00107197 0.001135 0.00170992 0.000679329 0.00330683 0.00102228
threshold=0.31690500000000005 0.083225000000000021 0.085035000000000013 0.085545000000000024 -0.01264 -0.20796499999999998 -0.060199999999999997 0.10892000000000003 -0.025879999999999997 -0.082494999999999999 -0.080750000000000002 -0.0093650000000000001 0.087075000000000027 -0.096019999999999994 0.093835000000000016 -0.095324999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -4 6 -5 -8 9 -1 -10 12 -12 14 -7 -15
right_child=-2 -3 3 5 -6 13 7 -9 10 -11 11 -13 -14 15 -16 -17
leaf_value=-0.0006645293836020894 0.0012779253776436139 0.00086979430996793664 0.0006585977222634213 -0.00022623073460418787 0 -0.000475445148780159 0.0011018003083501304 -1.767740092093764e-05 -0.000462152121571384 4.3114494099705521e-05 4.4698162019602119e-05 0.00033776792010219289 -0.0005035915114805225 0.00022929709967050831 6.0808576296857631e-05 7.8112217352848492e-06
leaf_weight=73 46 68 47 59 46 159 50 46 53 75 264 85 71 232 395 1960
leaf_count=73 46 68 47 59 46 159 50 46 53 75 264 85 71 232 395 1960
internal_value=0 2.2925e-05 6.76845e-06 2.98876e-05 0.000331238 1.99448e-05 0.000253497 0.000556857 -0.000103377 -0.000300395 -3.99997e-05 1.13228e-05 -6.90629e-05 6.46364e-06 -9.16205e-05 3.16266e-05
internal_weight=0 3683 3615 2994 93 2901 155 96 621 148 473 420 335 2746 554 2192
internal_count=3729 3683 3615 2994 93 2901 155 96 621 148 473 420 335 2746 554 2192
is_linear=0
shrinkage=0.0995203


Tree=7947
num_leaves=14
num_cat=0
split_feature=17 28 17 1 9 9 9 8 9 1 18 18 2
split_gain=0.00760847 0.00414072 0.00106172 0.000794845 0.00217416 0.00506924 0.00104544 0.0019952 0.00175397 0.000926526 0.000803196 0.00203115 0.000715891
threshold=-0.57205499999999987 0.080375000000000016 -0.55754499999999996 -0.083284999999999984 0.091200000000000017 0.092775000000000024 0.083715000000000026 -0.077889999999999987 0.081095000000000014 -0.082344999999999988 0.24916000000000005 0.14330000000000004 -0.090919999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 8 -8 -4 -5 11 -11 -7
right_child=1 -3 3 9 5 12 7 -9 -10 10 -12 -13 -14
leaf_value=0.0012422943070419504 0.00040712569287696342 0.00073063136476818542 -4.4364737218503059e-05 0.00045135842204204477 -0.0012747625557633516 -0.00029751736556506093 -1.9811984280942375e-06 0.00059192346974775237 -0.00069909771947155891 8.5646207935734477e-06 -0.00033939401617187853 0.00059993895677998689 0.00019181919543650338
leaf_weight=51 63 79 255 49 48 60 353 66 49 2478 62 59 57
leaf_count=51 63 79 255 49 48 60 353 66 49 2478 62 59 57
internal_value=0 1.7878e-05 2.00522e-06 -4.9812e-06 -8.66492e-05 -0.000412764 -1.10925e-05 8.96157e-05 -0.00015259 2.20968e-05 1.36888e-05 2.26402e-05 -5.21258e-05
internal_weight=0 3678 3599 3536 888 165 723 419 304 2648 2599 2537 117
internal_count=3729 3678 3599 3536 888 165 723 419 304 2648 2599 2537 117
is_linear=0
shrinkage=0.0995203


Tree=7948
num_leaves=29
num_cat=0
split_feature=1 1 4 4 7 2 2 3 21 0 9 9 2 2 2 5 26 0 3 4 1 1 26 1 1 9 26 0
split_gain=0.00305063 0.0116104 0.00172347 0.00245209 0.00137631 0.0012448 0.00324764 0.0125328 0.00274317 0.00135734 0.00208541 0.00142488 0.00123409 0.00165787 0.0020189 0.00360307 0.00113225 0.00169672 0.0010058 0.000930927 0.000872964 0.000843659 0.00107364 0.000759685 0.00073725 0.000725488 0.000704613 0.000651682
threshold=0.064860000000000015 0.078505000000000019 0.13707500000000003 0.14727500000000002 0.054685000000000004 -0.090919999999999987 -0.085804999999999992 0.088535000000000016 -0.015149999999999999 -0.084834999999999994 0.084645000000000012 0.083795000000000022 -0.085374999999999993 -0.084869999999999987 -0.083974999999999994 -0.010074999999999999 -0.054024999999999997 -0.095339999999999994 0.11275500000000002 0.10755500000000003 -0.50597999999999999 -0.014549999999999999 0.089005000000000015 -0.12118 -0.44477499999999998 0.095415000000000014 -0.126245 -0.080884999999999999
decision_type=2 2 2 2 2 2 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 16 21 7 8 -7 11 -11 -10 -8 -14 15 -15 18 19 -3 -18 -16 22 24 -24 25 -1 -26 -28
right_child=1 2 3 -5 -6 6 12 -9 9 10 -12 -13 13 14 20 -17 17 -19 -20 -21 -22 -23 23 -25 26 -27 27 -29
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leaf_weight=55 56 67 59 61 48 54 51 70 48 48 65 56 61 47 95 60 180 82 69 87 1863 91 50 59 77 48 66 58
leaf_count=55 56 67 59 61 48 54 51 70 48 48 65 56 61 47 95 60 180 82 69 87 1863 91 50 59 77 48 66 58
internal_value=0 -0.00026088 -0.00014157 -0.000483357 -6.30844e-05 -3.10393e-05 -2.13385e-06 0.000283099 -2.05609e-05 0.000134264 -9.87586e-05 0.000395323 -4.7188e-05 -3.51701e-05 -5.06332e-05 -0.000472048 -0.000114737 -0.000210543 0.000125098 -8.53574e-05 -2.71858e-05 -0.000173828 -0.000110747 -0.000378992 -1.18747e-05 -0.000230748 9.62116e-05 0.000245415
internal_weight=0 709 653 120 533 3022 2518 341 271 217 113 104 2177 2126 2065 107 485 349 136 267 1958 504 413 109 304 103 201 124
internal_count=3731 709 653 120 533 3022 2518 341 271 217 113 104 2177 2126 2065 107 485 349 136 267 1958 504 413 109 304 103 201 124
is_linear=0
shrinkage=0.0995203


Tree=7949
num_leaves=24
num_cat=0
split_feature=6 6 4 4 9 9 17 5 18 6 6 6 6 9 21 20 8 8 8 8 1 1 8
split_gain=0.00261558 0.0132347 0.00132408 0.00199995 0.00184506 0.0017348 0.00131982 0.00212913 0.00114873 0.00104805 0.0108803 0.00183122 0.00118411 0.00233292 0.00112225 0.00254047 0.000867841 0.000825272 0.00260124 0.00151477 0.00110773 0.00174592 0.0015673
threshold=-0.091059999999999988 -0.092579999999999996 0.13707500000000003 0.14602500000000004 0.11408000000000003 0.095585000000000017 -0.088160000000000002 -0.46244499999999994 0.24916000000000005 -0.0093650000000000001 -0.01146 -0.0072949999999999994 -0.029794999999999999 0.083875000000000019 0.09227500000000001 -0.08231999999999999 -0.07034 -0.083135000000000001 -0.082419999999999993 -0.081174999999999983 -0.090104999999999991 -0.08616 -0.089304999999999995
decision_type=2 2 2 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 -1 -8 9 10 12 -11 14 -14 15 -2 -16 20 -19 -20 22 -22 -13
right_child=8 -3 3 -5 -6 -7 7 -9 -10 11 -12 17 13 -15 16 -17 -18 18 19 -21 21 -23 -24
leaf_value=-0.00040494166034464319 -0.00014861801412469557 -0.0017278557497888473 -0.00092462017773778892 -6.820854724118197e-05 0.00050767056200593864 -0.00053827137120082626 -0.00028782792965396107 0.00015450726507406856 -0.00038353756986285936 -0.00050747971266202696 0.0015384463511291223 1.9175971749362687e-05 -0.00084025844528521092 7.5934788169317919e-05 -0.00022503269981470403 0.00047604303570720076 6.8035786890113055e-05 -0.00081536061748566427 0.00029738214620002074 -8.9203952938347433e-05 0.00062711284772540559 6.1254384812904774e-05 -0.00062902088385643248
leaf_weight=88 111 54 48 67 51 83 158 338 84 83 48 133 47 63 176 149 226 46 111 993 62 462 50
leaf_count=88 111 54 48 67 51 83 158 338 84 83 48 133 47 63 176 149 226 46 111 993 62 462 50
internal_value=0 -0.000216895 -0.000117962 -0.000432786 -6.63977e-05 -0.000111519 -4.94662e-05 1.19516e-05 -2.07366e-05 -9.39821e-06 8.45626e-05 -4.95356e-05 -4.77398e-06 -0.000308088 4.4389e-05 0.000206212 -5.82364e-05 -2.86266e-05 -8.09363e-05 -4.95937e-05 5.5302e-05 0.000129769 -0.000153454
internal_weight=0 887 833 115 718 667 584 496 2844 2760 820 1940 772 110 662 260 402 1857 1150 1104 707 524 183
internal_count=3731 887 833 115 718 667 584 496 2844 2760 820 1940 772 110 662 260 402 1857 1150 1104 707 524 183
is_linear=0
shrinkage=0.0995203


Tree=7950
num_leaves=29
num_cat=0
split_feature=1 3 4 26 4 8 8 20 8 3 1 5 3 1 6 17 0 3 17 8 3 17 3 26 9 6 6 9
split_gain=0.00231609 0.0043129 0.0197227 0.00196596 0.001767 0.00133689 0.00927623 0.00152681 0.00500904 0.00192161 0.00142797 0.00317092 0.00108757 0.00125457 0.00150627 0.00115619 0.00124006 0.00104894 0.00122431 0.00156014 0.00116654 0.00124212 0.0011449 0.0012487 0.00137653 0.000776118 0.000964405 0.000878366
threshold=0.0099250000000000015 0.090360000000000024 0.08024000000000002 0.26711000000000013 0.12205500000000002 -0.083849999999999994 -0.084554999999999991 -0.08231999999999999 -0.086154999999999995 0.087625000000000022 -0.007069999999999999 -0.084089999999999984 0.092835000000000015 0.056790000000000014 -0.070010000000000003 -0.45380999999999999 -0.071484999999999993 0.11275500000000002 -0.54604999999999992 0.041960000000000011 0.11741000000000003 -0.23769999999999999 0.10636500000000003 0.11991000000000003 0.094685000000000033 -0.01146 -0.093749999999999986 0.088325000000000028
decision_type=2 2 2 2 2 2 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 12 -4 6 7 8 9 -1 25 -12 -3 14 -14 -15 -17 18 19 -7 -19 -22 23 24 -20 26 -9 -27
right_child=1 3 4 -5 -6 17 -8 10 -10 -11 11 -13 13 15 -16 16 -18 20 22 -21 21 -23 -24 -25 -26 27 -28 -29
leaf_value=0.00055760076271876206 -0.00222757433040867 0.00041601785801712867 0.00050092587863632021 -0.00065344037881229667 -0.0002486571647850787 -0.00078308041531312148 0.0011032186823241978 0 -0.0011079168018066803 -0.00026469900998721268 -0.00016733075663501022 0.00084357262118840411 -0.00070995602430835522 0.00045417682389544279 1.6590399240568281e-05 2.880787830193543e-05 -0.00031597674011933066 0.00051239818514950983 -0.00011443644443046889 -5.2161604395143021e-05 -0.0004263270181702729 0.00021753768027390685 0.00030207547366996611 -0.00047843309246846128 0.00017440045580535143 0.00010766197255427721 -0.00055666885467146562 -0.00017369983827475943
leaf_weight=48 54 47 49 57 85 57 80 71 51 67 57 64 62 47 48 390 139 60 1012 64 47 80 76 79 193 450 53 144
leaf_count=48 54 47 49 57 85 57 80 71 51 67 57 64 62 47 48 390 139 60 1012 64 47 80 76 79 193 450 53 144
internal_value=0 -0.000192551 -0.0006217 -8.93878e-05 1.9335e-05 -1.38733e-05 7.17432e-05 -9.5498e-06 -0.000285987 7.14034e-05 4.41688e-05 0.000360597 -4.44087e-05 -7.71474e-05 -0.000385476 -1.6844e-05 -6.02402e-05 -7.00559e-05 -9.84345e-05 -0.000403244 0.000150318 -1.42972e-05 -7.07134e-05 -9.34164e-05 -6.74952e-05 -8.01665e-06 -0.000235412 3.80749e-05
internal_weight=0 978 188 790 134 2753 1085 1005 166 115 839 121 733 686 110 576 529 1668 1481 121 187 127 1360 1284 1205 718 124 594
internal_count=3731 978 188 790 134 2753 1085 1005 166 115 839 121 733 686 110 576 529 1668 1481 121 187 127 1360 1284 1205 718 124 594
is_linear=0
shrinkage=0.0995203


Tree=7951
num_leaves=20
num_cat=0
split_feature=5 5 5 21 26 6 21 28 6 9 3 6 0 0 20 3 17 20 21
split_gain=0.00203352 0.0170183 0.00160161 0.00107978 0.00599081 0.0105775 0.00229352 0.000949438 0.000958734 0.000762737 0.0027307 0.00075829 0.00135905 0.0014784 0.00134084 0.00146376 0.000695445 0.000537629 0.000522088
threshold=-0.14822499999999997 -0.1807 -0.13955999999999999 -0.014264999999999998 0.08488500000000003 -0.0092549999999999993 -0.084114999999999995 0.083225000000000021 -0.23020499999999999 0.11408000000000003 0.14940500000000004 -0.049814999999999991 -0.19126499999999999 -0.15137999999999999 -0.09280999999999999 0.10502000000000002 -0.56005499999999986 -0.01137 -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 9 -2 4 6 -6 17 8 -5 10 11 12 -1 -14 -13 -16 -10 -4 -18
right_child=2 -3 3 7 5 -7 -8 -9 16 -11 -12 14 13 -15 15 -17 18 -19 -20
leaf_value=-0.00063805418919284811 0.00049275390816219265 -0.0018894874148511322 -0.00012913235019462778 -0.00042730787609463009 0.0018753898047767462 0 -0.00067819065818354549 -0.00048676563882431366 -0.00032065912446164438 -0.00036927699389528761 0.00064984663752943998 -0.00035023835132598827 0.00040602427948898306 -0.00019948895275931396 -4.9301926727758927e-06 0.00069763788132904975 -0.00033912945464113932 0.00029895719143381864 -1.621940291106184e-05
leaf_weight=55 59 55 69 63 46 85 68 49 81 71 54 51 48 224 75 46 51 49 2432
leaf_count=55 59 55 69 63 46 85 68 49 81 71 54 51 48 224 75 46 51 49 2432
internal_value=0 -0.000210775 -1.99275e-05 -3.03073e-05 0.00014269 0.000659767 -0.000217087 -5.11065e-05 -4.26688e-05 -6.14992e-05 -2.0503e-05 -9.46865e-05 -0.000184371 -8.9624e-05 7.10592e-05 0.000255396 -3.28985e-05 4.16962e-05 -2.31816e-05
internal_weight=0 679 3052 2993 317 131 186 2676 2627 624 553 499 327 272 172 121 2564 118 2483
internal_count=3731 679 3052 2993 317 131 186 2676 2627 624 553 499 327 272 172 121 2564 118 2483
is_linear=0
shrinkage=0.0995203


Tree=7952
num_leaves=23
num_cat=0
split_feature=30 5 9 23 2 9 18 18 17 10 9 5 9 5 5 0 2 8 8 1 8 17
split_gain=0.002469 0.00267193 0.00123104 0.00468852 0.00400566 0.00325793 0.00142087 0.00364606 0.00238564 0.00104574 0.00109204 0.00175017 0.00317813 0.00287755 0.00166358 0.00543041 0.00147146 0.00240826 0.00594868 0.00226998 0.00114463 0.00110189
threshold=0.12577500000000003 -0.07965499999999999 0.11351500000000002 -0.067359999999999989 -0.047824999999999999 0.10341500000000002 0.088635000000000019 0.092750000000000013 -0.0038549999999999999 0.090150000000000022 0.096225000000000019 -0.039649999999999998 0.090465000000000031 -0.056974999999999998 -0.02504 -0.085754999999999984 -0.077544999999999989 -0.072559999999999999 -0.067434999999999981 -0.073104999999999989 -0.086995000000000003 -0.56655999999999984
decision_type=2 2 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 -4 6 8 -8 -5 10 11 12 20 -14 15 -13 19 -18 -19 -12 -3 -16
right_child=-2 9 4 5 -6 -7 7 -9 -10 -11 16 14 13 -15 21 -17 17 18 -20 -21 -22 -23
leaf_value=0.0010725432453576008 -0.00075479689865955027 -0.00037680470040386073 0.00039738563606310609 -0.00037457484009079361 -0.00090914444200784826 -0.00063870928952488313 0.0007619446194412204 5.6008810565513232e-05 0.00012663353855658921 -0.00054774527570090924 0.00086979992410355213 -0.00037662313776033648 -0.00028619250619486608 -0.0013484487855144017 -0.000487582169837184 0.0011210773752321228 0.00044665464624817232 -0.0011941236079253625 4.9120673481805864e-05 9.4894539830344861e-06 0.00012762875850831932 -6.9572335748410225e-05
leaf_weight=50 46 74 46 112 46 58 111 217 576 47 51 49 60 47 66 46 73 48 180 80 109 1532
leaf_count=50 46 74 46 112 46 58 111 217 576 47 51 49 60 47 66 46 73 48 180 80 109 1532
internal_value=0 -2.04156e-05 9.9982e-05 0.000129109 -0.000246981 8.44257e-05 0.000126513 0.000297404 4.38516e-05 -8.02133e-05 -7.07753e-05 -0.000102182 -0.000328756 -0.000760442 -6.28877e-05 0.000339962 7.14949e-05 -4.72864e-05 -0.000209025 0.000350669 -7.18765e-05 -8.73491e-05
internal_weight=0 3678 1216 1124 92 1074 1016 328 688 2462 2415 1983 290 107 1693 95 432 301 228 131 183 1598
internal_count=3724 3678 1216 1124 92 1074 1016 328 688 2462 2415 1983 290 107 1693 95 432 301 228 131 183 1598
is_linear=0
shrinkage=0.0995203


Tree=7953
num_leaves=22
num_cat=0
split_feature=11 5 17 17 17 4 4 4 2 3 3 17 3 1 3 4 2 26 2 6 17
split_gain=0.00210076 0.00226299 0.00112511 0.00346664 0.00213104 0.00103022 0.00126698 0.00142533 0.000907636 0.00121471 0.00269794 0.00220904 0.00134294 0.00317812 0.00249601 0.00121357 0.000994081 0.00180215 0.00118378 0.00226897 0.000857048
threshold=-0.37931999999999999 -0.07965499999999999 -0.040099999999999997 -0.078119999999999995 -0.0082649999999999998 0.13849500000000003 0.11284500000000003 0.11874000000000003 -0.081864999999999993 0.11225500000000002 0.10426500000000002 -0.55157999999999996 0.089095000000000021 -0.083284999999999984 0.088605000000000017 0.13271500000000006 -0.080555000000000002 0.090625000000000025 -0.079739999999999991 -0.097850000000000006 -0.0030799999999999998
decision_type=2 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 20 -8 9 10 12 -12 14 -14 -3 16 17 -10 -18 -20 -6
right_child=1 8 4 -5 5 -7 7 -9 15 -11 11 -13 13 -15 -16 -17 18 -19 19 -21 -22
leaf_value=-0.00057518352467576524 -9.1902653917586016e-05 -0.00013044361424769223 -0.00047538176939953658 0.00084580596395131432 0.00050839622552774008 0.00042204336075785597 -0.00059741519626748719 2.9114916862055996e-06 0 -0.00053911519755362727 -6.6455382521293219e-05 0.0008837311418012447 -0.00073357880527584614 -7.1441545716060512e-05 0.00060357103929704935 -0.0004783880676626486 -0.00048212733032267481 0.00076856603904683265 0.00048036745283558131 -4.5546588582838318e-05 9.0995652477867639e-05
leaf_weight=68 81 666 69 73 54 88 54 133 89 70 47 47 119 189 49 53 53 46 89 933 654
leaf_count=68 81 666 69 73 54 88 54 133 89 70 47 47 119 189 49 53 53 46 89 933 654
internal_value=0 -1.63257e-05 9.49819e-05 0.00034728 5.72704e-05 9.54918e-05 6.24693e-05 -0.000166067 -7.14505e-05 -0.000134003 -0.000107883 0.000399929 -0.000155345 -0.000329925 -7.89955e-05 -1.20134e-05 7.73805e-06 0.00026279 -2.35302e-05 0 0.000123988
internal_weight=0 3656 1206 154 1052 983 895 187 2450 1187 1117 94 1023 308 715 1263 1210 135 1075 1022 708
internal_count=3724 3656 1206 154 1052 983 895 187 2450 1187 1117 94 1023 308 715 1263 1210 135 1075 1022 708
is_linear=0
shrinkage=0.0995203


Tree=7954
num_leaves=25
num_cat=0
split_feature=26 20 5 11 9 26 9 3 9 2 3 3 5 3 2 3 6 3 3 3 2 18 26 18
split_gain=0.00200222 0.00362932 0.00173304 0.00167813 0.00125874 0.00217577 0.00177733 0.00396199 0.00108031 0.000821963 0.000998234 0.00186781 0.00109384 0.00255892 0.00308721 0.00105591 0.00436624 0.00339673 0.000927856 0.00195612 0.00119019 0.00273104 0.00143717 0.000916584
threshold=-0.23202999999999999 -1.0000000180025095e-35 -0.07965499999999999 -0.15511999999999998 0.11351500000000002 0.11575500000000001 0.09091500000000001 0.091865000000000016 0.085525000000000032 -0.081864999999999993 0.087170000000000011 0.084895000000000012 -0.039649999999999998 0.093245000000000022 -0.077354999999999993 0.10871500000000002 0.11884000000000002 0.11339500000000001 0.11225500000000002 0.10426500000000002 -0.082954999999999987 -0.025079999999999998 0.091195000000000012 -0.018629999999999997
decision_type=2 2 2 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 8 -8 -5 18 11 23 13 -12 -15 16 -14 -17 19 20 22 -22 -4 -11
right_child=2 -3 9 4 -6 -7 7 -9 -10 10 12 -13 15 14 -16 17 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=1.1696648431405031e-05 0.00066467065789666143 -0.001118117233144375 -0.00014305528482281687 2.5914059337156048e-05 -0.00030955966512971242 0.00056606661793744432 -0.0010068750354898064 3.5886533050009652e-05 0.00027031722144737401 -0.00028751523872364883 -0.00072747940229100721 0.00060608367212406917 2.9236299196924071e-06 0.00066452191841527542 -0.00024535618929373066 -0.00087582996157242363 0.00096300894009889262 1.7377608515816817e-05 -0.00046945705780310372 0.00034778845524192844 8.5767258595863033e-05 -0.00082888012350243695 0.000244509489515036 0.00027125126033538158
leaf_weight=69 48 46 756 515 83 88 48 140 282 65 71 72 424 48 159 50 53 259 72 89 56 72 107 52
leaf_count=69 48 46 756 515 83 88 48 140 282 65 71 72 424 48 159 50 53 259 72 89 56 72 107 52
internal_value=0 -0.000433111 -1.08696e-05 8.63216e-05 6.15989e-05 9.10721e-05 4.7805e-05 -0.000225996 0.000113418 -5.98662e-05 -3.40521e-06 0.000206638 -4.14849e-05 -0.000211387 -3.04151e-05 1.75662e-05 0.000111316 -0.000124505 -0.000120567 -9.65493e-05 -0.000137281 -0.000422326 -9.4054e-05 -3.21778e-05
internal_weight=0 115 3609 1204 1156 1073 985 188 797 2405 1253 189 1064 278 207 786 477 309 1152 1080 991 128 863 117
internal_count=3724 115 3609 1204 1156 1073 985 188 797 2405 1253 189 1064 278 207 786 477 309 1152 1080 991 128 863 117
is_linear=0
shrinkage=0.0995203


Tree=7955
num_leaves=22
num_cat=0
split_feature=11 5 17 4 18 26 4 9 4 29 9 27 2 2 5 2 18 17 17 9 17
split_gain=0.00181642 0.00153192 0.000881825 0.00334433 0.00323712 0.00173408 0.0020069 0.00164302 0.000919115 0.00148385 0.00101771 0.000775101 0.000780701 0.00146951 0.000956555 0.000981327 0.00086986 0.000895968 0.00130295 0.000760986 0.000946908
threshold=-0.37931999999999999 -0.07965499999999999 -0.040099999999999997 0.086380000000000026 0.088635000000000019 0.10439000000000002 0.14039500000000002 0.09310000000000003 0.12205500000000002 -0.046564999999999995 0.085525000000000032 0.094335000000000016 -0.082275000000000001 -0.082704999999999987 0.62931500000000018 -0.083534999999999984 0.11835500000000003 0.50644500000000015 0.26639000000000007 0.09697500000000002 -0.031185000000000001
decision_type=2 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 -2 6 8 -7 10 -10 -4 12 13 14 15 -3 17 18 -14 20 -18
right_child=1 11 5 -5 -6 7 -8 -9 9 -11 -12 -13 16 -15 -16 -17 19 -19 -20 -21 -22
leaf_value=-0.00053151453707379491 7.8247171843834069e-05 -8.8446372028536869e-05 -3.3234221065816986e-05 -0.0003005075535229087 0.0012413322017319922 -0.00063992304754983899 0.00066492243407575025 3.1250135174548022e-05 0.00018836121256807293 -0.00052926177153391494 0.00020052814173313632 -0.00043938269698120966 4.6121567840016728e-05 -0.00057851001814299868 -0.00048675679987532621 0.00026148882611000325 -0.00031572587490438022 0.00035344767112177947 -0.00037217084469657582 -0.00043362130593363587 0.00025420682591934175
leaf_weight=68 50 913 319 56 48 66 58 75 50 63 421 52 926 63 55 86 57 83 80 77 58
leaf_count=68 50 913 319 56 48 66 58 75 50 63 421 52 926 63 55 86 57 83 80 77 58
internal_value=0 -1.18878e-05 7.96485e-05 0.000303038 0.000656275 4.61688e-05 9.71029e-05 -0.00027711 5.75341e-05 -0.000204485 9.86514e-05 -5.72803e-05 -4.86531e-05 -0.00010949 -8.06785e-05 -5.75024e-05 3.75581e-06 3.88164e-05 1.2044e-05 -0.00019084 -2.11631e-05
internal_weight=0 3656 1206 154 98 1052 911 141 853 113 740 2450 2398 1117 1054 999 1281 1089 1006 192 115
internal_count=3724 3656 1206 154 98 1052 911 141 853 113 740 2450 2398 1117 1054 999 1281 1089 1006 192 115
is_linear=0
shrinkage=0.0995203


Tree=7956
num_leaves=13
num_cat=0
split_feature=28 7 1 9 6 17 1 19 9 3 3 2
split_gain=0.0070669 0.00536411 0.00108266 0.000891598 0.00137997 0.00409865 0.00132781 0.000909049 0.00118859 0.000754854 0.00115728 0.00175517
threshold=0.083225000000000021 0.10781500000000002 -0.52333999999999992 0.11351500000000002 0.11816500000000002 0.40827500000000011 -0.03694999999999999 -0.071824999999999986 0.096385000000000012 0.10341500000000002 0.11769000000000002 -0.051635
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 -4 -9 -5 -11 -12
right_child=-2 -3 3 9 5 -7 -8 8 -10 10 11 -13
leaf_value=-0.0003535900394950145 0.0010043485668265418 -0.0010573384374431662 0.00040463077886785238 0.00045991216430269605 0.00038985709867654953 -0.0010573813487873135 -0.00032802996988254811 2.6168520431953013e-05 -0.00016316784433872915 -0.00027883562757419938 0.00065967867896675242 -0.00015757567742115511
leaf_weight=83 69 48 57 75 55 48 47 2735 373 58 55 47
leaf_count=83 69 48 57 75 55 48 47 2735 373 58 55 47
internal_value=0 -1.21375e-05 1.44664e-06 9.9781e-06 -3.05814e-06 -0.000298197 5.10403e-05 1.06709e-05 3.18232e-06 0.000197356 6.9166e-05 0.000275075
internal_weight=0 3681 3633 3550 3315 150 102 3165 3108 235 160 102
internal_count=3750 3681 3633 3550 3315 150 102 3165 3108 235 160 102
is_linear=0
shrinkage=0.0995203


Tree=7957
num_leaves=8
num_cat=0
split_feature=28 4 21 29 19 10 0
split_gain=0.00573066 0.00485871 0.000963822 0.00100558 0.00108565 0.000859485 0.00102987
threshold=0.083225000000000021 0.15730000000000002 0.15544000000000005 0.096845000000000028 -0.10411999999999999 0.09056500000000002 0.12433000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6
right_child=-2 -3 -4 -5 5 -7 -8
leaf_value=0.00044509130134723281 0.00090439560321865743 -0.0010163703197547576 0.00037882984455739528 -0.0003869037559840106 -1.6395876364584782e-06 0.00034537034199528328 -0.00031569445222950486
leaf_weight=54 69 47 66 67 3272 68 107
leaf_count=54 69 47 66 67 3272 68 107
internal_value=0 -1.09517e-05 1.82655e-06 -4.91773e-06 2.15866e-06 -4.54275e-06 -1.18268e-05
internal_weight=0 3681 3634 3568 3501 3447 3379
internal_count=3750 3681 3634 3568 3501 3447 3379
is_linear=0
shrinkage=0.0995203


Tree=7958
num_leaves=15
num_cat=0
split_feature=24 28 1 18 26 26 18 5 0 4 0 3 6 2
split_gain=0.0049134 0.0046022 0.00086398 0.000908519 0.00131814 0.00166102 0.0012353 0.00165597 0.0020456 0.00157529 0.000940694 0.00122795 0.000958064 0.000871194
threshold=-0.071649999999999991 0.083225000000000021 -0.52333999999999992 -0.0079049999999999988 -0.231015 -0.13924499999999998 -0.12363 0.2686150000000001 -0.068189999999999987 0.075700000000000031 -0.064859999999999987 0.11089500000000001 0.11816500000000002 -0.079604999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 -5 -6 7 9 -9 -4 12 -12 -8 -7
right_child=1 -3 3 4 5 13 10 8 -10 -11 11 -13 -14 -15
leaf_value=-0.0010057556048500801 -0.00031423631130378892 0.00083550021571036199 0.00015054120621717663 0.00053066572256476132 -0.00050984798585050899 0.0001432562322653627 -3.5450255837577016e-05 -0.00010676974264290154 0.00048811928898114372 -0.00060971816746551843 -6.4691199982467023e-05 -0.00068450434351974613 -0.00043036127743516483 5.9446253885874491e-07
leaf_weight=47 83 67 56 57 52 727 1124 88 154 50 77 58 65 1045
leaf_count=47 83 67 56 57 52 727 1124 88 154 50 77 58 65 1045
internal_value=0 1.81373e-05 2.8507e-06 1.04884e-05 5.81196e-05 4.29037e-05 -4.2607e-05 0.000123277 0.000268413 -0.000200349 -8.68263e-05 -0.000337045 -5.77277e-05 5.95864e-05
internal_weight=0 3703 3636 3553 1881 1824 1672 348 242 106 1324 135 1189 1772
internal_count=3750 3703 3636 3553 1881 1824 1672 348 242 106 1324 135 1189 1772
is_linear=0
shrinkage=0.0995203


Tree=7959
num_leaves=19
num_cat=0
split_feature=4 8 8 9 8 21 8 2 2 3 3 3 8 18 5 8 1 0
split_gain=0.0040332 0.00316372 0.0173636 0.00126117 0.00118871 0.00123144 0.00111115 0.000977307 0.00239843 0.00158462 0.00218712 0.00204384 0.00144364 0.000436255 0.000539644 0.00110085 0.000779421 0.000542524
threshold=0.15730000000000002 -0.11257499999999999 -0.14546000000000001 0.11408000000000003 -0.054384999999999996 0.10254500000000003 -0.10337499999999999 -0.072624999999999981 -0.070354999999999987 0.11125500000000002 0.11462500000000002 0.10792500000000002 -0.07034 0.10554500000000001 -0.084089999999999984 -0.47145500000000001 -0.15796999999999997 -0.14075499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 6 -5 -6 -3 9 -9 11 -11 -8 -10 14 15 -1 -16 -17
right_child=-2 3 -4 4 5 -7 7 8 12 10 -12 -13 -14 -15 16 17 -18 -19
leaf_value=0.00032520874328892976 -0.00091131435885929014 -0.0004551607978815201 0.0019976163233556827 -0.0001043249236830353 0.00070024231154540992 9.4223612448716479e-05 3.6772163469534664e-06 -0.00074181941756790843 0.00012729408502910091 0.00081505575920509329 7.5805225577232956e-05 -0.00060074945168051735 -0.00015527326429287032 -0.00023605580447273481 -1.8993584614577745e-05 -0.00045527581449478704 0.00050910393504967192 0
leaf_weight=54 47 60 51 70 67 73 1910 56 258 55 153 57 571 54 50 52 55 57
leaf_count=54 47 60 51 70 67 73 1910 56 258 55 153 57 571 54 50 52 55 57
internal_value=0 1.6338e-05 0.000291294 -1.42146e-05 0.00022139 0.000390094 -3.0335e-05 -2.17375e-05 -0.000110013 1.38049e-05 0.000275216 -1.34218e-05 -6.63456e-05 1.84958e-05 7.28406e-05 -3.61504e-05 0.000249833 -0.000222683
internal_weight=0 3703 373 3330 210 140 3120 3060 885 2175 208 1967 829 322 268 163 105 109
internal_count=3750 3703 373 3330 210 140 3120 3060 885 2175 208 1967 829 322 268 163 105 109
is_linear=0
shrinkage=0.0995203


Tree=7960
num_leaves=18
num_cat=0
split_feature=5 5 26 28 3 4 4 4 4 4 5 20 12 4 3 4 1
split_gain=0.00387571 0.0615955 0.00151756 0.00126824 0.00118912 0.000790631 0.00116525 0.00140767 0.00130444 0.00352006 0.00130389 0.00112913 0.000611105 0.000863114 0.0009695 0.000908251 0.00103598
threshold=-0.095169999999999991 -0.097345000000000001 0.10439000000000002 0.080375000000000016 0.09940000000000003 0.13584500000000002 0.11834000000000001 0.10724500000000002 0.084755000000000025 0.088720000000000021 0.0076350000000000012 0.10252000000000001 -0.006685 0.13469000000000006 0.15108000000000005 0.12205500000000002 0.50462500000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 5 -4 6 7 8 11 -10 -9 -2 -1 15 -15 16 -14
right_child=3 -3 4 -5 -6 -7 -8 10 9 -11 -12 -13 13 14 -16 -17 -18
leaf_value=-0.0002391967255411148 1.4345988343359898e-05 0.0037235495494951721 3.7871514845171985e-05 -0.00053404843063100923 -0.00059337086696263782 0.00037542052866770359 -0.00044288760028737676 0 -0.00083714119239916432 -3.1426144727038256e-05 0.00070121513635237236 -0.00040035464355823368 5.1114830047671166e-05 0.00067850966616277532 2.8605246465156272e-05 -0.00031179984447759389 0.00052594343195394827
leaf_weight=55 2189 47 50 47 65 51 63 55 70 241 52 67 492 51 46 59 51
leaf_count=55 2189 47 50 47 65 51 63 55 70 241 52 67 492 51 46 59 51
internal_value=0 0.00021431 2.35702e-05 -2.09775e-05 -0.000311799 -1.20346e-05 -1.95533e-05 -9.27334e-06 -2.43135e-05 -0.000215409 0.000343898 1.66709e-06 7.58065e-05 0.000101763 0.000378747 5.57731e-05 9.72196e-05
internal_weight=0 916 869 2835 115 2788 2737 2674 2567 311 107 2256 754 699 97 602 543
internal_count=3751 916 869 2835 115 2788 2737 2674 2567 311 107 2256 754 699 97 602 543
is_linear=0
shrinkage=0.0995203


Tree=7961
num_leaves=21
num_cat=0
split_feature=28 5 5 26 9 5 9 5 1 1 0 9 9 2 9 2 17 0 21 0
split_gain=0.00336407 0.00369219 0.0487051 0.00104099 0.0012419 0.00113952 0.00108272 0.0010036 0.0008784 0.000754994 0.00211309 0.000997961 0.00173763 0.00411548 0.00171122 0.00686954 0.000905654 0.000751565 0.00064229 0.000306444
threshold=0.10337500000000002 -0.095609999999999987 -0.099349999999999994 0.10439000000000002 0.11351500000000002 -0.14822499999999997 0.083425000000000013 -0.093384999999999982 0.15756500000000004 -0.50597999999999999 0.048750000000000009 0.084485000000000018 0.085075000000000026 -0.084869999999999987 0.083995000000000028 -0.085944999999999994 -0.24445500000000001 -0.052884999999999995 -0.079279999999999989 0.12387500000000003
decision_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 18 -7 -3 -5 10 -9 14 13 -13 16 -16 -11 -14 -1 -12
right_child=-2 7 -4 8 -6 6 -8 9 -10 11 19 12 17 -15 15 -17 -18 -19 -20 -21
leaf_value=0.00023090007910487779 -0.00081227361285865593 -0.00045874198611750046 0.0033383611515614216 -0.0005497707750348142 0.00051455318288612297 -3.9298385778656025e-05 0.00054657644928351979 -0.00071361206405987554 2.28970426524834e-05 -0.00021821223797060041 0.00023993907226182261 5.6179334763413454e-05 2.280438862121651e-05 -0.00095600932594042706 -0.00028895107530038059 0.0012972978956601541 9.5992014052374239e-05 -0.0001877489403596633 -6.1811316430794227e-05 -0.00010861638338119039
leaf_weight=88 46 49 47 50 62 48 78 55 51 108 47 99 1503 65 55 52 545 189 464 50
leaf_count=88 46 49 47 50 62 48 78 55 51 108 47 99 1503 65 55 52 545 189 464 50
internal_value=0 4.33733e-05 0.00022037 4.5145e-05 8.68753e-05 4.65587e-05 0.000316889 -1.21306e-05 -0.000252497 -3.92879e-06 -0.000219752 8.2985e-06 -3.0695e-05 -0.000340002 0.000104602 0.000474286 4.2772e-05 -2.31049e-07 -1.36641e-05 5.18319e-05
internal_weight=0 3705 888 841 740 678 126 2817 101 2768 152 2616 1856 164 760 107 653 1692 552 97
internal_count=3751 3705 888 841 740 678 126 2817 101 2768 152 2616 1856 164 760 107 653 1692 552 97
is_linear=0
shrinkage=0.0995203


Tree=7962
num_leaves=25
num_cat=0
split_feature=8 8 3 26 9 21 9 2 3 9 9 8 9 3 17 0 5 17 8 3 8 1 2 5
split_gain=0.00314294 0.0527243 0.0015697 0.00118077 0.00101414 0.00369228 0.00174087 0.00206147 0.00177894 0.00111807 0.00130904 0.00122741 0.00115729 0.000983269 0.000834533 0.00167103 0.00099168 0.000881008 0.000736715 0.00111061 0.000708307 0.00189024 0.000792485 0.000383922
threshold=-0.091284999999999991 -0.092299999999999993 0.12212000000000002 0.41479500000000008 0.092150000000000024 -0.01137 0.090465000000000031 -0.079739999999999991 0.091295000000000029 0.092855000000000021 0.094085000000000016 -0.071594999999999992 0.09550500000000002 0.11360500000000003 -0.53299999999999992 -0.078479999999999994 0.26473000000000008 -0.14723999999999998 -0.49499500000000002 0.15108000000000005 -0.47145500000000001 0.18123500000000006 -0.08126499999999999 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 2 2
left_child=1 2 13 4 6 -6 14 8 -8 -7 11 -11 -12 20 15 -2 17 -16 -4 -20 -1 22 -22 -18
right_child=3 -3 18 -5 5 9 7 -9 -10 10 12 -13 -14 -15 16 -17 23 -19 19 -21 21 -23 -24 -25
leaf_value=0.00028188927434734916 0.00070278043934772581 0.0033008403217931553 -3.0303891667734434e-05 -0.00043723236262998893 0.00095124024663469683 0.00041369938274600222 -0.00017234595733870304 6.3924359491483029e-05 -0.0010378277272153789 0 0.00036493060983878816 -0.00066890982093807346 0 -0.00049143521221613683 0.00018128958412956672 -0.00012929758093882225 -0.0005157252631406954 -3.9895728406467071e-05 0.00076150790946920234 5.9370526986957391e-05 -0.0001443631848894504 -0.00053909014611205712 0.00016979192754722468 -0.00010426105351199236
leaf_weight=54 46 51 49 64 46 71 47 67 53 56 100 52 602 58 202 47 55 1492 49 46 164 78 154 48
leaf_count=54 46 51 49 64 46 71 47 67 53 56 100 52 602 58 202 47 55 1492 49 46 164 78 154 48
internal_value=0 0.000219125 -2.06736e-05 -1.41297e-05 -4.78074e-06 8.1335e-05 -4.39873e-05 -0.000352229 -0.000639238 3.49851e-05 7.78463e-07 -0.000320739 5.14088e-05 -0.000104051 -1.6318e-05 0.000273466 -3.17707e-05 -1.30374e-05 0.000267778 0.000430143 -5.23022e-05 -9.99411e-05 5.20053e-06 -0.000331923
internal_weight=0 703 652 3048 2984 927 2057 167 100 881 810 108 702 508 1890 93 1797 1694 144 95 450 396 318 103
internal_count=3751 703 652 3048 2984 927 2057 167 100 881 810 108 702 508 1890 93 1797 1694 144 95 450 396 318 103
is_linear=0
shrinkage=0.0995203


Tree=7963
num_leaves=24
num_cat=0
split_feature=3 18 5 5 4 1 35 26 4 26 9 0 18 17 18 10 9 9 4 5 26 3 5
split_gain=0.00293446 0.0332126 0.00171212 0.00165893 0.00188207 0.00182976 0.00142537 0.0013752 0.00222254 0.00123232 0.00153356 0.00107089 0.00232291 0.0010157 0.000674054 0.000653879 0.00113736 0.00174165 0.00160548 0.00149295 0.000928215 0.00173064 0.000958284
threshold=0.084955000000000017 0.087065000000000017 -0.011514999999999999 -0.015214999999999999 0.081905000000000019 -0.082489999999999994 -1.0000000180025095e-35 0.086215000000000028 0.084755000000000025 0.11991000000000003 0.11640000000000002 -0.066264999999999991 0.089365000000000014 -0.092124999999999999 0.31227500000000008 0.090150000000000022 0.094085000000000016 0.09550500000000002 0.10543500000000001 0.054660000000000007 0.088545000000000026 0.11275500000000002 -0.0038499999999999997
decision_type=2 2 2 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 -6 8 13 14 11 12 -11 -4 15 16 20 19 -19 -18 22 -22 -2
right_child=9 -3 7 -5 6 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 17 18 -20 -21 21 -23 -24
leaf_value=0.00014512357757020486 -2.4684326175004676e-05 0.002064953888215048 0.00049103348994870095 0.00056682052571201179 -0.00013233647965420488 -0.00063657919600822828 0.00051329910019809867 -0.00063923792037396624 -0.00062137113391261419 -0.00018951630993466976 0.00011127831575097387 0 -0.0011092587724949273 -0.00010973829970620682 -0.00036001285437604322 -0.00030679010157727798 0.00015617133293189457 0 0.00059414442986407425 0.00093176143118737392 -0.00015589722778418727 0.0004436606394049531 0.00014490166536193708
leaf_weight=49 1003 84 49 59 57 70 78 69 55 71 86 50 47 61 49 62 58 428 50 47 630 51 488
leaf_count=49 1003 84 49 59 57 70 78 69 55 71 86 50 47 61 49 62 58 428 50 47 630 51 488
internal_value=0 0.0002222 -5.92855e-05 9.10131e-05 -1.62863e-05 -0.000307822 0.000234634 -0.000263824 -0.000101872 -1.29431e-05 -0.000223117 -0.000399168 -0.000562792 0.000150436 5.39798e-06 1.20447e-05 1.95171e-05 0.000143061 6.04945e-05 0.000511137 -1.32672e-05 -0.000109794 3.02716e-05
internal_weight=0 631 547 313 254 119 135 234 165 3120 254 168 118 110 2866 2817 2755 583 478 105 2172 681 1491
internal_count=3751 631 547 313 254 119 135 234 165 3120 254 168 118 110 2866 2817 2755 583 478 105 2172 681 1491
is_linear=0
shrinkage=0.0995203


Tree=7964
num_leaves=11
num_cat=0
split_feature=28 11 10 17 1 5 1 21 21 4
split_gain=0.0017514 0.00179414 0.000887939 0.0011676 0.00149314 0.00268722 0.00099758 0.000805349 0.00182795 0.001118
threshold=0.087260000000000018 -0.37506 0.09056500000000002 -0.55157999999999996 -0.50763499999999995 0.19791500000000004 -0.49367499999999997 0.086690000000000017 0.085470000000000018 0.10845500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -3 8 -6 -9
right_child=-2 2 -4 4 7 -7 -8 9 -10 -11
leaf_value=0.00050835133821421497 -0.00054352790423790333 -3.7639588702321073e-05 0.00032776993069255183 -0.00012926160430695372 -3.9797808940962317e-05 0.00089578653717705889 -0.00058255865905832717 9.089477389097813e-05 -0.00057266763768678577 -0.00020926477144840995
leaf_weight=66 61 73 73 50 2202 49 67 905 66 141
leaf_count=66 61 73 73 50 2202 49 67 905 66 141
internal_value=0 -5.51633e-06 -1.50955e-05 -2.23704e-05 -1.05671e-05 0.000369817 -0.00030427 -2.21774e-05 -5.56656e-05 4.96509e-05
internal_weight=0 3692 3626 3553 3413 99 140 3314 2268 1046
internal_count=3753 3692 3626 3553 3413 99 140 3314 2268 1046
is_linear=0
shrinkage=0.0995203


Tree=7965
num_leaves=14
num_cat=0
split_feature=4 18 3 26 26 8 2 26 27 26 17 3 30
split_gain=0.00139538 0.00107138 0.00125332 0.0013017 0.00189277 0.00173405 0.00135821 0.000687045 0.00124517 0.000721805 0.000715321 0.00198484 0.000610456
threshold=0.15834500000000004 -0.12363 0.085505000000000012 0.084355000000000027 0.097125000000000031 1.0000000180025095e-35 -0.095204999999999998 -0.2382 -0.032854999999999995 0.41479500000000008 -0.55157999999999996 0.10457000000000002 0.10721500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7 -3 -9 10 11 -10 -12
right_child=-2 7 3 4 -6 6 -8 8 9 -11 12 -13 -14
leaf_value=0.00061065725917860752 0.00052513464392945101 -0.00037319649708296388 -0.00045829033642020867 0.00057997983537587882 -0.00014297532002662309 0.00056067946509517094 -0.00017742809688991711 0.00045480889846468455 0.00010488808023387216 -0.00040539106814898039 -3.0725571852298792e-05 -0.00069928280556111366 0.00026986067009112687
leaf_weight=49 47 60 80 88 58 46 51 51 62 53 2983 57 68
leaf_count=49 47 60 80 88 58 46 51 51 62 53 2983 57 68
internal_value=0 -2.01282e-05 0.000139593 6.55963e-05 0.000287171 -0.000112547 0.000164163 -3.8195e-05 -3.18057e-05 -3.97598e-05 -3.33884e-05 -0.000273424 -2.37579e-05
internal_weight=0 3706 372 323 146 177 97 3334 3274 3223 3170 119 3051
internal_count=3753 3706 372 323 146 177 97 3334 3274 3223 3170 119 3051
is_linear=0
shrinkage=0.0995203


Tree=7966
num_leaves=19
num_cat=0
split_feature=28 9 1 21 18 18 0 9 0 21 3 9 9 9 9 10 0 8
split_gain=0.00140695 0.00130077 0.00182276 0.00140907 0.00106865 0.00106483 0.00194517 0.00112372 0.000868479 0.000736641 0.00135974 0.000697057 0.0023706 0.00213874 0.00122597 0.00205165 0.00118061 0.00186556
threshold=0.087260000000000018 0.11007500000000002 0.44303500000000012 0.12487500000000003 0.10307000000000002 -0.1394 0.047575000000000013 0.083760000000000015 -0.065519999999999981 0.10787500000000003 0.11404500000000002 0.097035000000000024 0.096305000000000016 0.098465000000000011 0.09550500000000002 0.086275000000000018 -0.061654999999999995 -0.012839999999999999
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 8 6 7 -1 -3 -9 -11 12 14 -13 15 -7 17 -15
right_child=-2 2 -4 -5 -6 11 -8 9 -10 10 -12 13 -14 16 -16 -17 -18 -19
leaf_value=-0.00027873722710509155 -0.00048591742768306712 0.00014819541906838153 0.00074595339324166931 -0.00037345902657316471 -0.00015397625234803828 -3.9177590843155456e-05 0.00073872750183505507 0.00043928512496123773 0.00067728333885017609 -0.0003911285809238717 0.00031513935663645846 -0.00071740224132564275 0.00067538623075146995 0.00011303211225010838 -0.0004903048206603589 0.00058540943661207945 0.00037367664994502806 -0.00062388876509344494
leaf_weight=74 61 86 50 52 55 2688 48 68 53 46 65 60 47 81 58 53 51 57
leaf_count=74 61 86 50 52 55 2688 48 68 53 46 65 60 47 81 58 53 51 57
internal_value=0 -3.70208e-06 0.000196115 8.10311e-05 0.000207073 -2.13594e-05 0.000156797 4.31555e-05 0.000355824 0.000180802 1.50767e-05 -3.89503e-05 -2.46516e-05 -0.000199093 -3.66989e-05 -2.68019e-05 -3.02185e-05 -0.000185416
internal_weight=0 3692 296 246 194 3396 301 253 139 179 111 3095 2846 249 2799 2741 189 138
internal_count=3753 3692 296 246 194 3396 301 253 139 179 111 3095 2846 249 2799 2741 189 138
is_linear=0
shrinkage=0.0995203


Tree=7967
num_leaves=14
num_cat=0
split_feature=11 28 27 18 0 4 9 9 2 26 3 26 2
split_gain=0.00129527 0.00107896 0.000689814 0.000687496 0.00231665 0.00108024 0.000670844 0.00180739 0.00317283 0.000886477 0.00169296 0.00139538 0.000621066
threshold=-0.37506 0.087260000000000018 0.11172500000000002 -0.12363 0.048265000000000009 0.085065000000000016 0.11007500000000002 0.11408000000000003 -0.045109999999999997 0.087745000000000031 0.10057000000000002 0.087170000000000011 -0.071344999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 12 9 -8 -9 11 -11 -5 -2
right_child=1 -3 -4 6 -6 -7 7 8 -10 10 -12 -13 -14
leaf_value=0.00041933866019213528 1.6840787634119992e-05 -0.00044124308211174212 -0.00037529849601750564 -1.2579314004652515e-05 0.00075306154689915332 -0.0003768913596195052 0.00065783429491749238 0.00024205478767730254 -0.00068407479891030337 -4.7441308434857477e-05 -0.00037172707366852015 0.00035451429566555926 0.00038629595352153299
leaf_weight=68 193 59 51 1703 50 55 52 137 50 972 193 109 61
leaf_count=68 193 59 51 1703 50 55 52 137 50 972 193 109 61
internal_value=0 -1.86993e-05 -1.15981e-05 -6.18069e-06 0.000124114 1.96935e-05 -2.098e-05 0.000138766 -1.19588e-06 -3.40798e-05 -0.000101867 9.05126e-06 0.000108791
internal_weight=0 3685 3626 3575 359 309 3216 239 187 2977 1165 1812 254
internal_count=3753 3685 3626 3575 359 309 3216 239 187 2977 1165 1812 254
is_linear=0
shrinkage=0.0995203


Tree=7968
num_leaves=16
num_cat=0
split_feature=11 11 6 0 18 9 6 8 5 6 9 9 27 18 18
split_gain=0.00427799 0.00186265 0.00174794 0.00271257 0.00291712 0.00355333 0.00122962 0.00220077 0.00321593 0.00156488 0.0144826 0.00364511 0.00100823 0.000894987 0.000886351
threshold=-0.37931999999999999 -0.11166 0.11345500000000001 -0.082794999999999994 -0.070104999999999987 0.096535000000000024 0.099330000000000016 -0.083294999999999994 -0.0071849999999999995 0.08866000000000003 0.08488500000000003 0.09227500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.022040000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 -5 -6 9 -8 -9 12 -11 -12 13 -3 -14
right_child=1 2 3 4 5 -7 7 8 -10 10 11 -13 14 -15 -16
leaf_value=-0.000879330952954367 0.00054393011133522184 -1.3970090243653747e-05 -0.00088436382099220802 0.00037511361284879742 -0.0010453997725395944 0 -0.00032120805883928584 0.0010051906754296061 -2.7927597414254973e-05 -0.0018004927474184415 0.00015196278716858911 -0.00044299453216743164 1.0120021673404312e-05 -0.00063844246152990676 -0.00012553023503179787
leaf_weight=65 49 46 64 71 53 83 52 55 62 52 304 153 1931 51 630
leaf_count=65 49 46 64 71 53 83 52 55 62 52 304 153 1931 51 630
internal_value=0 -6.35855e-05 -7.20654e-05 -0.000315733 -0.00013597 -0.000408805 -5.20256e-05 0.000208366 0.00045073 -6.61793e-05 -0.00022634 -4.5433e-05 -3.5201e-05 -0.000350741 -2.293e-05
internal_weight=0 3656 3607 271 207 136 3336 169 117 3167 509 457 2658 97 2561
internal_count=3721 3656 3607 271 207 136 3336 169 117 3167 509 457 2658 97 2561
is_linear=0
shrinkage=0.0995203


Tree=7969
num_leaves=15
num_cat=0
split_feature=29 6 26 6 18 6 1 6 9 2 23 17 3 4
split_gain=0.00293406 0.00167391 0.00140449 0.00123384 0.00297728 0.00236748 0.0102812 0.00201993 0.00208835 0.00177097 0.000712008 0.000877372 0.00311511 0.00059213
threshold=-0.117605 0.21988000000000005 0.5128250000000002 0.085120000000000015 0.090285000000000018 0.090195000000000011 -0.091259999999999994 0.089810000000000015 0.097365000000000021 -0.084314999999999987 0.086650000000000019 0.11180000000000002 0.087625000000000022 0.11834000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 6 -5 -6 -9 -7 11 13 -13 -2
right_child=1 -3 -4 4 7 9 -8 8 -10 -11 -12 12 -14 -15
leaf_value=-0.00084473621195658088 1.744867432743976e-06 -0.00061669901816846636 -0.00057682157377886344 -0.0015328951449911864 0.00053432762756803489 0.00018193921104747441 -0.0001660542250760798 -0.00019843463220982455 0.00042319688701113336 -0.00021506118518004226 -0.00032940479995588001 0.00080012666961913213 6.2892030758379283e-06 -0.00016936224119125796
leaf_weight=48 1747 53 50 67 87 166 303 186 75 330 64 61 259 225
leaf_count=48 1747 53 50 67 87 166 303 186 75 330 64 61 259 225
internal_value=0 -6.00375e-05 -5.16613e-05 -4.40768e-05 -0.000125593 -0.000224718 -0.000415776 0.000118728 -1.66683e-05 -8.05437e-05 -1.7259e-06 7.06678e-06 0.000160173 -1.73629e-05
internal_weight=0 3673 3620 3570 1214 866 370 348 261 496 2356 2292 320 1972
internal_count=3721 3673 3620 3570 1214 866 370 348 261 496 2356 2292 320 1972
is_linear=0
shrinkage=0.0995203


Tree=7970
num_leaves=13
num_cat=0
split_feature=11 11 6 0 26 0 3 26 26 3 17 3
split_gain=0.00333215 0.00158521 0.00130837 0.00204282 0.00395086 0.00394123 0.0032463 0.00116704 0.000964008 0.00111459 0.00532266 0.00124099
threshold=-0.37931999999999999 -0.11166 0.11345500000000001 -0.082794999999999994 0.096535000000000024 -0.077544999999999989 0.11769000000000002 0.5128250000000002 -0.2382 0.087385000000000032 -0.16207999999999997 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 5 -5 -6 8 -3 10 -10 -11
right_child=1 2 3 4 6 -7 -8 -9 9 11 -12 -13
leaf_value=-0.00077060968048760778 0.00050991046220670978 -0.00037999484552415875 -0.00076298440306696205 0.00090488926623496406 -0.0011928214686412429 -0.00025716134406909917 0 -0.00051941618664575753 -0.00087101097815500716 0.00045309653874524579 -4.1612058959470634e-05 1.0642447937047281e-06
leaf_weight=65 49 78 64 53 46 62 46 50 84 62 910 2152
leaf_count=65 49 78 64 53 46 62 46 50 84 62 910 2152
internal_value=0 -5.06224e-05 -5.8464e-05 -0.000269308 -0.000112718 0.000271274 -0.000601607 -4.10908e-05 -3.35634e-05 -2.4885e-05 -0.000112526 1.40925e-05
internal_weight=0 3656 3607 271 207 115 92 3336 3286 3208 994 2214
internal_count=3721 3656 3607 271 207 115 92 3336 3286 3208 994 2214
is_linear=0
shrinkage=0.0995203


Tree=7971
num_leaves=13
num_cat=0
split_feature=11 1 21 20 20 17 2 2 6 21 20 17
split_gain=0.00270049 0.00145682 0.00126466 0.000759501 0.00106912 0.000721373 0.000918202 0.00141958 0.0013973 0.000721209 0.00218018 0.000898321
threshold=-0.37931999999999999 0.55657000000000012 0.16638500000000003 -0.081189999999999998 -0.080434999999999993 -0.46515999999999996 -0.086554999999999993 -0.083534999999999984 -0.0087049999999999992 -0.079279999999999989 -0.0078249999999999986 -0.16855499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 8 -8 -7 10 -6 -11
right_child=1 -3 -4 4 9 6 7 -9 -10 11 -12 -13
leaf_value=-0.00069391846157056309 0.00030846681015421826 0.00039937672712547897 -0.00054824845315621892 -0.00053323050424814702 0.0003863038865532078 -0.00029800711135658653 0.00053172610210757744 1.1528061057972374e-05 0.00028261061434591624 5.0373384779825366e-05 -0.00042399509851632523 -0.00010124980877628992
leaf_weight=65 90 71 51 49 111 168 63 317 53 463 46 2174
leaf_count=65 90 71 51 49 111 168 63 317 53 463 46 2174
internal_value=0 -4.5642e-05 -5.46839e-05 -4.73295e-05 -7.01887e-05 4.55363e-05 4.80026e-06 9.99258e-05 -0.00015506 -6.17751e-05 0.000143677 -7.43176e-05
internal_weight=0 3656 3585 3534 2843 691 601 380 221 2794 157 2637
internal_count=3721 3656 3585 3534 2843 691 601 380 221 2794 157 2637
is_linear=0
shrinkage=0.0995203


Tree=7972
num_leaves=17
num_cat=0
split_feature=22 9 18 3 26 26 6 6 6 26 21 6 18 6 18 4
split_gain=0.0347947 0.00260518 0.00171306 0.00217411 0.00791896 0.00171265 0.00124796 0.00269093 0.00842167 0.00132219 0.00123085 0.00134222 0.000970951 0.000652548 0.00138913 0.000439899
threshold=0.13240000000000005 0.14805500000000002 -0.046804999999999992 0.085625000000000021 0.08488500000000003 0.41344500000000012 -0.045589999999999999 0.085465000000000027 0.084410000000000027 0.12086000000000002 0.12208500000000003 -0.067359999999999989 -0.063154999999999989 0.12080000000000003 -0.073454999999999993 0.079660000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 15 6 10 8 -8 -9 11 -4 13 14 -5 -1
right_child=-2 -3 5 12 -6 -7 7 9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0001362797303490116 -0.0027292794977962758 -0.00055206273293482121 4.4893436579701182e-05 -1.8955760215149743e-05 -0.0015165913905099487 -0.00050399650399743324 0.00017449673524240367 -1.0023278763819813e-05 0.0015044476129479211 0.00050324863696914884 -0.00046194022672837412 -0.00047057837935423095 -0.00037368868456038885 -0.00034878523640286473 0.00041925897022895722 -0.00020751483214870149
leaf_weight=75 47 84 865 858 47 52 453 765 53 53 57 53 75 51 78 71
leaf_count=75 47 84 865 858 47 52 453 765 53 53 57 53 75 51 78 71
internal_value=0 -4.02636e-06 8.51287e-06 -8.51046e-05 -0.000392707 5.88355e-05 7.1922e-05 0.000134899 0.000315418 2.2232e-05 -1.27574e-05 1.42413e-05 -2.84324e-05 -1.36767e-06 1.66876e-05 -2.5301e-05
internal_weight=0 3690 3606 1255 193 2351 2299 1324 506 818 975 918 1062 987 936 146
internal_count=3737 3690 3606 1255 193 2351 2299 1324 506 818 975 918 1062 987 936 146
is_linear=0
shrinkage=0.0995203


Tree=7973
num_leaves=21
num_cat=0
split_feature=22 6 17 1 1 6 6 5 1 1 1 17 26 26 26 6 26 4 6 17
split_gain=0.0282116 0.00186012 0.00231471 0.00381137 0.0081852 0.00138086 0.00601101 0.0102344 0.00119839 0.00233829 0.00216946 0.00117913 0.000902645 0.0020329 0.00187793 0.00184786 0.00127511 0.000847615 0.00102138 0.000550243
threshold=0.13240000000000005 -0.53620499999999993 0.021725000000000005 -0.081594999999999987 -0.085844999999999991 0.087670000000000012 0.088750000000000023 -0.0098949999999999993 -0.073844999999999994 -0.047889999999999995 -0.083284999999999984 0.047465000000000014 0.089075000000000029 0.088115000000000013 0.09032500000000003 -0.07990499999999999 0.087435000000000027 0.081905000000000019 -0.12272499999999999 0.24923500000000007
decision_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 19 12 7 -7 10 -10 -8 -5 13 16 -14 -16 -3 18 -13 -4
right_child=-2 2 3 11 -6 6 8 -9 9 -11 -12 17 14 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.0005679283745064187 -0.0024576611272889961 3.3621720656330593e-05 0.0003007053728573643 0.00051886788564717225 0.0016872323385548965 0.00010714522250411869 -0.000136647997548615 -0.0019437519867642017 -0.00072898808311654031 8.2278803128245576e-05 0.00031561122869945319 -0.00047523710827601895 -0.00067489191973941435 0.00068093900813345992 -0.00031880906740191345 0.00011477139143653523 -0.00045400536983911691 0.00033225545918340917 1.0570194050686542e-05 -0.00013264350428176608
leaf_weight=57 47 1461 71 49 47 48 273 47 66 72 170 46 54 47 156 256 55 74 595 46
leaf_count=57 47 1461 71 49 47 48 273 47 66 72 170 46 54 47 156 256 55 74 595 46
internal_value=0 -3.69191e-06 4.93536e-06 0.00014076 0.000576515 -4.13592e-05 -0.000164549 -0.000898893 -4.30663e-05 -0.000299786 3.50573e-05 4.61498e-05 0 3.59278e-05 -0.000121882 -4.74129e-05 1.53908e-05 1.26087e-05 -2.30157e-05 0.000123332
internal_weight=0 3690 3633 928 164 2705 676 95 581 138 443 764 2029 1563 466 412 1516 715 641 117
internal_count=3737 3690 3633 928 164 2705 676 95 581 138 443 764 2029 1563 466 412 1516 715 641 117
is_linear=0
shrinkage=0.0995203


Tree=7974
num_leaves=22
num_cat=0
split_feature=27 17 17 26 5 5 2 2 21 5 21 8 3 17 3 8 18 2 18 5 26
split_gain=0.0266006 0.00202424 0.0132165 0.00141125 0.00291584 0.002125 0.00128216 0.00995888 0.00136649 0.00310514 0.00162807 0.00133406 0.00124743 0.00108498 0.00148205 0.00094386 0.000932766 0.000724777 0.000935222 0.00115165 0.000317293
threshold=0.11410500000000003 0.063160000000000022 0.07134500000000002 0.096980000000000025 0.054660000000000007 -0.051389999999999998 -0.087444999999999995 -0.089054999999999995 -0.075024999999999994 -0.53313499999999991 -0.085204999999999989 0.056535000000000009 0.13775000000000004 0.12439000000000001 0.087625000000000022 -0.077604999999999993 -0.020999999999999998 -0.096314999999999998 -0.14624999999999996 0.063170000000000018 0.056820000000000016
decision_type=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 -5 7 17 10 -10 16 12 -11 14 -4 -15 -8 18 -1 -20 -19
right_child=-2 2 3 5 -6 -7 8 -9 9 11 -12 -13 -14 15 -16 -17 -18 20 19 -21 -22
leaf_value=-0.00043389403762084328 -0.0019672125524538698 0.0016961551725641359 0.0006535796251816501 9.4766844090263418e-05 0.0008296979952167995 -0.00064003089946909695 0.00029433325083820413 -0.0011542290281622103 -0.00075975234587465112 -8.007591478046752e-06 0.00064821039334758343 -0.00042247894270141043 0.00030005646327087575 -0.00012418946283640627 -6.295043483298624e-05 0.00021018923806031672 -0.00026776427730758974 4.5381281682073335e-05 -0.00015114415849439236 0.00019755257997760507 0.00043166499326295204
leaf_weight=56 69 51 60 86 51 69 63 86 55 1809 68 72 140 307 51 114 54 47 214 167 48
leaf_count=56 69 51 60 86 51 69 63 86 55 1809 68 72 140 307 51 114 54 47 214 167 48
internal_value=0 4.92447e-06 0.000146343 3.8133e-05 0.000110042 -0.000227055 -3.35475e-05 -0.000160589 8.14718e-07 -2.19178e-05 0.000260335 -1.43311e-06 1.37012e-05 3.95134e-05 0.000316988 -3.17006e-05 2.79068e-05 0 -5.41228e-05 0 0.000249173
internal_weight=0 3668 789 738 583 155 2879 618 2261 2076 185 2021 1949 532 111 421 117 532 437 381 95
internal_count=3737 3668 789 738 583 155 2879 618 2261 2076 185 2021 1949 532 111 421 117 532 437 381 95
is_linear=0
shrinkage=0.0995203


Tree=7975
num_leaves=22
num_cat=0
split_feature=22 9 17 3 26 0 9 3 3 3 4 2 2 2 1 17 2 0 3 17 8
split_gain=0.0227164 0.00151803 0.00133944 0.00348727 0.0179974 0.00237155 0.00408609 0.00173617 0.00190319 0.00247172 0.00159469 0.00131786 0.00935311 0.00126331 0.00120345 0.0067474 0.00287973 0.000882721 0.000604894 0.00140958 0.000536584
threshold=0.13240000000000005 0.14805500000000002 -0.0046399999999999992 0.085910000000000028 0.087865000000000013 -0.085794999999999996 0.083835000000000021 0.086605000000000029 0.087625000000000022 0.088385000000000033 0.10373000000000003 -0.087444999999999995 -0.089054999999999995 -0.085804999999999992 -0.083284999999999984 -0.012754999999999999 -0.082234999999999989 -0.082494999999999999 0.11165000000000001 -0.56005499999999986 -0.085165000000000005
decision_type=2 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 6 -4 -5 -9 -10 -7 12 18 17 15 -15 -16 20 19 -1 -13
right_child=-2 -3 3 7 -6 10 -8 8 9 -11 -12 13 -14 14 16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00049903771242856159 -0.002202261961174983 -0.00041866325014313282 0.00088145636794058194 -0.00055503052881963509 0.0021283849280133841 -0.00072165411243692789 -0.00019665201977651128 0.00053978545893460818 -0.00061491042689285535 3.515849879330907e-05 4.8087315940027187e-05 -0.00015848505600496549 -0.0012016977797053286 1.4748383927761607e-05 0.0003488016773879298 -0.0010633734135784198 -6.381539317066009e-05 0.00056955429677623456 0.00033227920763871481 3.8709103891767332e-05 0.00029987429491593656
leaf_weight=57 47 84 65 52 49 51 73 69 61 1148 52 47 76 314 216 70 741 60 48 305 52
leaf_count=57 47 84 65 52 49 51 73 69 61 1148 52 47 76 314 216 70 741 60 48 305 52
internal_value=0 -2.2225e-07 9.29812e-06 7.66433e-05 0.000389401 3.24341e-05 0.000305221 7.83261e-06 3.13753e-05 1.68219e-06 -0.000325099 -4.52239e-05 -0.000187654 3.7782e-07 -3.05239e-05 -0.000179653 2.84591e-05 0.000266151 0 -4.37024e-05 7.40004e-05
internal_weight=0 3690 3606 1620 290 241 138 1330 1278 1209 103 1986 486 1500 1341 384 957 159 410 362 99
internal_count=3737 3690 3606 1620 290 241 138 1330 1278 1209 103 1986 486 1500 1341 384 957 159 410 362 99
is_linear=0
shrinkage=0.0995203


Tree=7976
num_leaves=28
num_cat=0
split_feature=3 5 2 26 26 17 26 2 21 25 0 3 3 0 0 26 0 3 0 26 26 26 17 5 2 21 3
split_gain=0.00695356 0.0158479 0.0243867 0.00412697 0.0308714 0.0324364 0.00242416 0.00196414 0.00183444 0.00138756 0.00138506 0.000987128 0.000836263 0.00145792 0.00215395 0.0020679 0.00111255 0.00231524 0.00200858 0.00063193 0.00205107 0.00116518 0.000968762 0.00240559 0.00181876 0.000870176 0.00122832
threshold=0.086850000000000024 0.063170000000000018 -0.086440000000000003 0.08919500000000001 0.087865000000000013 -0.0096999999999999986 0.089880000000000029 0.092170000000000016 0.15544000000000005 0.096120000000000025 -0.23099 0.092635000000000023 0.14530500000000005 -0.071029999999999996 -0.067345000000000002 0.095385000000000011 -0.080204999999999985 0.091225000000000014 -0.083390000000000006 0.086325000000000027 0.085300000000000029 0.08709500000000002 -0.0088649999999999996 -0.021739999999999999 -0.086050000000000001 0.088010000000000019 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 2 2 2 2 2 2
left_child=1 7 -3 4 8 -6 -5 19 9 10 -2 -12 13 16 -15 -16 18 -18 -8 20 25 -21 24 -24 -23 26 -1
right_child=3 2 -4 6 5 -7 12 -9 -10 -11 11 -13 -14 14 15 -17 17 -19 -20 21 -22 22 23 -25 -26 -27 -28
leaf_value=0.00012947822725234735 -0.00038210931476314854 -0.0030420546243109798 -0.00011510843274999416 -0.00058178735998141117 0.0031169811635354374 5.1495176737151255e-05 0.00011144602392535407 -0.00068262020158044059 0.00062689579235393922 0.00059262518152621198 0.00017403409238987732 -5.471345714070009e-06 0.00038126382799714043 -0.00061433542297366014 0.0004669017112112245 -0.00021285590986036697 0.00081039208950718753 7.774421275433583e-05 -0.00035444651340350505 -0.00056680102240625071 0.00054716294539492436 9.7061855494254821e-05 -0.00016774197091525911 0.00068210916115494147 -0.00070583111402661516 0.00032925860671705965 -0.00023871900342817013
leaf_weight=151 74 47 72 75 71 67 266 46 58 46 474 820 55 88 60 168 52 260 139 50 72 60 91 51 50 58 215
leaf_count=151 74 47 72 75 71 67 266 46 58 46 474 820 55 88 60 168 52 260 139 50 72 60 91 51 50 58 215
internal_value=0 -0.000202543 -0.00127801 0.000107761 0.000211021 0.0016346 -3.44833e-05 -4.99377e-05 7.70043e-05 5.38697e-05 3.51552e-05 5.96499e-05 2.49212e-06 -1.68824e-05 -0.000195592 -3.03818e-05 6.0738e-05 0.000202476 -4.64316e-05 -1.24414e-05 5.55202e-05 -0.000126771 -3.6215e-05 0.000131721 -0.000260448 -2.60356e-05 -8.45758e-05
internal_weight=0 963 119 2773 1610 138 1163 844 1472 1414 1368 1294 1088 1033 316 228 717 312 405 798 496 302 252 142 110 424 366
internal_count=3736 963 119 2773 1610 138 1163 844 1472 1414 1368 1294 1088 1033 316 228 717 312 405 798 496 302 252 142 110 424 366
is_linear=0
shrinkage=0.0995203


Tree=7977
num_leaves=26
num_cat=0
split_feature=3 5 2 26 26 17 26 2 21 5 6 6 18 26 25 3 26 6 26 26 18 26 5 21 20
split_gain=0.00564577 0.0128879 0.0202293 0.00334685 0.0250505 0.0262773 0.00196672 0.0015898 0.00148668 0.00116264 0.00113517 0.00296692 0.00193214 0.00152032 0.0010185 0.0010268 0.00100915 0.000693958 0.00155581 0.00198403 0.000923576 0.00134464 0.0012457 0.000657374 0.000997524
threshold=0.086850000000000024 0.064585000000000017 -0.086440000000000003 0.08919500000000001 0.087865000000000013 -0.0096999999999999986 0.089880000000000029 0.092170000000000016 0.15544000000000005 -0.53313499999999991 0.11642500000000001 0.11056500000000001 -0.067359999999999989 0.090455000000000021 0.096120000000000025 0.087975000000000012 0.091400000000000023 0.087235000000000021 0.087435000000000027 0.089485000000000023 -0.017129999999999996 0.088475000000000012 -0.015214999999999999 -0.032929999999999994 -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=1 7 -3 4 8 -6 -5 17 9 -2 11 13 -12 -8 15 -11 -15 18 23 -20 -19 22 -22 -1 -25
right_child=3 2 -4 6 5 -7 10 -9 -10 14 12 -13 -14 16 -16 -17 -18 20 19 -21 21 -23 -24 24 -26
leaf_value=-0.00033546845728903488 -0.00031109171164167012 -0.0027879756802885983 -0.00010365284719851581 -0.0005238877108550942 0.002806778273595933 4.6370377722812343e-05 0.00050627385129130222 -0.00061468573459692421 0.00056450700626548998 0.00029669765976001583 0.0007210151486023162 -0.00081526901070094293 -3.0272448767840083e-05 -0.00040586623329706776 0.00053364701907904666 2.0820730830403465e-05 1.2107537923184416e-06 0.00042861815021328172 -0.00081553822771047589 0 -0.00018091119783488963 -0.00042792255876005598 0.00049578489802455726 -0.00032479416847451949 0.00011907189961872233
leaf_weight=48 83 46 72 75 71 67 56 46 58 153 56 46 81 65 46 1132 784 72 57 60 46 50 61 58 347
leaf_count=48 83 46 72 75 71 67 56 46 58 153 56 46 81 65 46 1132 784 72 57 60 46 50 61 58 347
internal_value=0 -0.000182471 -0.00115702 9.71246e-05 0.000190121 0.00147251 -3.09114e-05 -4.54107e-05 6.93408e-05 4.84509e-05 2.31897e-06 -3.55042e-05 0.000270848 3.22571e-06 7.14867e-05 5.43054e-05 -2.89911e-05 -1.16119e-05 -7.1339e-05 -0.00039506 0.000133479 0 0.000197218 1.04638e-05 5.34846e-05
internal_weight=0 963 118 2773 1610 138 1163 845 1472 1414 1088 951 137 905 1331 1285 849 799 570 117 229 157 107 453 405
internal_count=3736 963 118 2773 1610 138 1163 845 1472 1414 1088 951 137 905 1331 1285 849 799 570 117 229 157 107 453 405
is_linear=0
shrinkage=0.0995203


Tree=7978
num_leaves=34
num_cat=0
split_feature=2 27 2 20 20 1 1 4 2 9 17 17 17 4 1 9 2 2 17 30 21 20 17 20 20 8 4 9 1 8 9 4 8
split_gain=0.00345365 0.00651182 0.00646001 0.00357491 0.0355869 0.00197328 0.0102113 0.00169988 0.00233191 0.00133034 0.00126173 0.00144133 0.00112639 0.00103271 0.00102193 0.00134802 0.000986815 0.00120645 0.00127732 0.000966744 0.000875192 0.00258964 0.00123481 0.00086648 0.00137217 0.000839819 0.000832582 0.00180121 0.0011025 0.000752313 0.000619691 0.000263923 0.000182495
threshold=-0.088554999999999995 0.085370000000000015 -0.090394999999999989 -0.080384999999999998 -0.081114999999999993 -0.087944999999999995 -0.088909999999999989 0.11240500000000002 0.11804000000000002 -0.073629999999999987 0.11180000000000002 -0.23400499999999999 -0.53447999999999996 0.12719000000000005 0.00095500000000000023 0.085665000000000033 0.096520000000000022 -0.082294999999999993 -0.040099999999999997 0.090320000000000025 -0.079279999999999989 -0.010035000000000001 0.40441500000000008 -0.07825 -0.096095 -0.071594999999999992 0.10386500000000003 0.095415000000000014 -0.34140499999999996 -0.081415000000000001 0.085405000000000023 0.092675000000000021 0.068430000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 6 16 8 20 19 11 12 -2 -11 15 -13 17 29 -19 -9 21 -7 -22 24 32 -15 27 28 -25 -5 -16 -18 -1
right_child=3 -3 -4 5 -6 7 -8 9 -10 13 -12 14 -14 25 30 -17 31 18 -20 -21 22 -23 -24 26 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.00019784943149994607 -2.5149005552385963e-05 -0.0010258244751358981 -0.0011856475712779483 -9.5518945717622353e-05 0.0028852221084365802 0.00068136697438223634 0.0015935728600387936 0.00027763311017497532 -0.00070178691260911548 0.00071991131659149786 0.0004798140694544981 -0.00035481826336344365 0.00061208449382889731 -8.2518363521346527e-05 0.00034760977434055958 0.00015847249932463719 0.00045762320865366368 -0.00061511047433312138 2.7875987224625233e-05 -0.00025725604899725193 -9.6376030686085156e-05 -0.00019695057716244914 0.00017125170468654474 -0.00032277266731537904 -0.00053969623940193761 0.0004810272831273308 -0.00015551255978369933 0.00070924126159042358 0.00018921463933984349 0.00035806033087605198 -0.00010514496516119189 0.00013915969818862654 -6.3628885397650685e-05
leaf_weight=49 47 80 47 72 48 61 47 57 55 60 61 180 59 52 66 68 48 63 55 80 1379 71 193 53 60 49 85 55 185 69 51 80 51
leaf_count=49 47 80 47 72 48 61 47 57 55 60 61 180 59 52 66 68 48 63 55 80 1379 71 193 53 60 49 85 55 185 69 51 80 51
internal_value=0 -0.000182968 -6.63058e-05 6.70497e-05 0.000289651 1.48909e-05 0.000207935 -2.54409e-05 -6.30298e-05 0.000193687 5.39255e-05 0 0.000321815 0.000388038 -9.50484e-05 -0.000210776 3.75384e-05 -7.17041e-05 -0.000308476 -2.87355e-05 -4.19322e-05 0.000202737 -6.29977e-05 2.99591e-05 -0.000162076 0.00018278 0.00011341 0.000194219 7.1761e-05 0.00012064 0.000143258 0.000264979 5.63093e-05
internal_weight=0 665 585 3071 580 2491 434 2057 1759 298 532 471 106 161 365 248 387 259 118 137 1704 132 1572 538 160 101 378 293 238 141 117 128 100
internal_count=3736 665 585 3071 580 2491 434 2057 1759 298 532 471 106 161 365 248 387 259 118 137 1704 132 1572 538 160 101 378 293 238 141 117 128 100
is_linear=0
shrinkage=0.0995203


Tree=7979
num_leaves=29
num_cat=0
split_feature=3 1 9 9 9 17 6 9 19 9 1 0 25 3 21 1 3 3 9 1 1 2 1 3 2 3 3 6
split_gain=0.00432158 0.00660755 0.033756 0.00235972 0.0139773 0.0313533 0.0039029 0.00999176 0.00150766 0.00146941 0.0021612 0.00143655 0.0013029 0.00119307 0.00121293 0.00118586 0.00513621 0.003916 0.00212172 0.00176219 0.00109044 0.00100162 0.000690202 0.000732907 0.000990859 0.00169533 0.00095261 0.00106107
threshold=0.086850000000000024 -0.095674999999999996 0.084835000000000022 0.08951000000000002 0.08888500000000002 -0.0096999999999999986 0.092405000000000029 0.087155000000000024 -0.07525999999999998 0.09055500000000001 -0.054974999999999996 -0.11170000000000001 0.081855000000000025 0.087445000000000023 -0.014264999999999998 -0.083284999999999984 0.092200000000000018 0.090360000000000024 0.09550500000000002 -0.071399999999999991 -0.50597999999999999 -0.035314999999999992 0.50996500000000011 0.08511500000000001 -0.081344999999999987 0.085625000000000021 0.084735000000000019 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 2 2
left_child=1 2 20 4 6 -6 12 21 -5 10 -10 -3 13 -2 -15 16 -11 -17 -18 -19 -1 -8 23 26 25 -25 27 -13
right_child=3 11 -4 8 5 -7 7 -9 9 15 -12 22 -14 14 -16 17 18 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=-0.00024038497987041404 0.00035334940690899937 -0.00041979934176908438 -0.0030290702327903075 -0.00056610829012403532 0.0032231551873365578 -0.00025757105256769234 -0.00035644451248839127 0.0016798418656976818 8.0783430259166242e-05 -0.0011031049854393971 -0.0008059926839065855 -0.00010543447501870168 0.00047511804279604016 0.00017627892062784458 -8.6101571398759371e-05 0.00088877378981580513 0.00060468613658647965 -0.00023483252016755346 -0.00015494526047070054 0.00010863729763131645 0.00035125886604897452 0.00026510543002447427 0.00034394490590304431 0.00046687297664223709 0.00049125562171331539 -0.00018570721524681399 -0.0004378284198349052 0.00039896723201917901
leaf_weight=50 87 87 46 47 46 57 46 52 54 46 52 286 60 220 827 57 53 186 114 711 77 58 56 56 54 133 70 48
leaf_count=50 87 87 46 47 46 57 46 52 54 46 52 286 60 220 827 57 53 186 114 711 77 58 56 56 54 133 70 48
internal_value=0 -0.000161214 -0.000718553 8.3399e-05 0.00017094 0.00128898 8.50316e-05 0.000553407 -1.23427e-05 7.45969e-06 -0.000346516 -3.81281e-05 2.31512e-05 -4.05335e-08 -3.01872e-05 4.03132e-05 -0.000170696 8.82834e-05 8.12335e-05 3.65035e-05 0.000111882 -1.93953e-06 7.94135e-06 -1.98756e-05 0.000115118 3.31859e-06 -0.000103099 -3.04946e-05
internal_weight=0 963 173 2773 1453 103 1350 156 1320 1273 106 790 1194 1134 1047 1167 213 954 167 897 127 104 703 647 243 189 404 334
internal_count=3736 963 173 2773 1453 103 1350 156 1320 1273 106 790 1194 1134 1047 1167 213 954 167 897 127 104 703 647 243 189 404 334
is_linear=0
shrinkage=0.0995203


Tree=7980
num_leaves=23
num_cat=0
split_feature=5 5 0 5 3 5 9 3 1 5 2 9 3 3 21 17 26 26 9 26 2 2
split_gain=0.00297989 0.0369192 0.00269336 0.00152667 0.000923081 0.00258329 0.0024652 0.00148725 0.00191611 0.00264693 0.00422786 0.00140262 0.00136246 0.00204912 0.00135915 0.00131214 0.00151423 0.00113823 0.000726456 0.00416898 0.000522899 0.000917324
threshold=-0.09583499999999999 -0.10123 -0.23998999999999998 -0.093384999999999982 0.087170000000000011 0.052820000000000013 0.083715000000000026 0.090695000000000012 -0.0064949999999999999 -0.082179999999999989 -0.084154999999999994 0.086555000000000021 0.091225000000000014 0.091865000000000016 0.088880000000000028 -0.14763999999999997 0.089365000000000014 0.091275000000000023 0.11408000000000003 0.12236500000000003 0.41639000000000009 0.13896000000000006
decision_type=2 2 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 14 -7 8 9 -6 -11 -10 -9 -14 15 -5 -17 -15 19 20 21 -4
right_child=3 -3 18 4 7 6 -8 12 11 10 -12 -13 13 17 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=0.00072655696281282074 -0.0004669356613138434 0.0029797505029601932 -1.297294862031893e-05 0.00047687124145645625 0.00047928908419157091 0.00012749679704398886 0.00099414539295684902 0.00049366587316830828 0.00062802304567454868 1.8304736868067018e-05 -0.00059734671528404869 -0.00011769924984691918 -0.00049465647030432966 -2.4447816905893559e-05 0.00047830594412595813 -0.00011593922680815241 0.00039547837686224491 0.00016205122038567593 -0.00024144780496628834 0.00095240661324779373 -0.00031915580667340988 0.00040225001791271595
leaf_weight=60 61 46 548 51 48 75 61 67 51 214 223 46 69 694 64 464 65 598 84 49 47 58
leaf_count=60 61 46 548 51 48 75 61 67 51 214 223 46 69 694 64 464 65 598 84 49 47 58
internal_value=0 0.000233486 8.31941e-05 2.4635e-05 3.5676e-05 0.000127568 0.000522234 0 -0.000134077 -0.000215769 -0.000293987 0.000265942 5.46677e-05 3.2455e-05 4.29518e-05 -3.67584e-06 -5.15521e-05 6.12393e-05 3.30408e-05 6.70518e-05 0 2.5417e-05
internal_weight=0 892 846 2851 2790 780 136 2010 582 485 437 97 1428 1361 644 580 529 1292 786 702 653 606
internal_count=3743 892 846 2851 2790 780 136 2010 582 485 437 97 1428 1361 644 580 529 1292 786 702 653 606
is_linear=0
shrinkage=0.0995203


Tree=7981
num_leaves=27
num_cat=0
split_feature=22 3 3 1 17 17 3 3 1 3 5 17 8 5 9 9 10 18 18 8 3 5 3 3 3 5
split_gain=0.0039377 0.00241451 0.0209823 0.00287313 0.00422877 0.00932345 0.0022968 0.00211278 0.0019622 0.0054227 0.00509598 0.00774981 0.00164458 0.00136461 0.00249365 0.000937427 0.000874757 0.00101368 0.00180545 0.00255691 0.0016068 0.00157463 0.00101148 0.000988111 0.00049779 0.000726671
threshold=0.13240000000000005 0.08802500000000002 0.087825000000000028 -0.0088199999999999997 0.064745000000000011 0.12576000000000004 0.086535000000000015 0.090050000000000033 -0.083284999999999984 0.08888500000000002 -0.013944999999999999 -0.05543 -0.084855 0.0047850000000000011 0.083715000000000026 0.087825000000000028 0.090150000000000022 -0.078409999999999994 -0.040349999999999997 -0.077784999999999993 0.092835000000000015 -0.0031649999999999998 0.092635000000000023 0.097595000000000029 0.08544000000000003 -0.43873000000000001
decision_type=2 2 2 2 2 2 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 13 -6 24 8 9 -3 12 -12 -10 15 -15 -1 17 20 19 -19 21 -9 -20 -22 25 -5
right_child=-2 7 -4 6 5 -7 -8 16 10 -11 11 -13 -14 14 -16 -17 -18 18 22 -21 23 -23 -24 -25 -26 -27
leaf_value=-2.5526283231828686e-05 0.00092826796219075143 0.00010636953952532914 0.0022095051534086643 0.00010399119542642292 0.0015843334613460703 -0.0001304724296336536 -0.00063953262306778633 -0.00081813815047773286 -0.00010085115850721008 -0.0012851388095459165 -0.00018609063519046867 0.0014144123095539748 -0.00080519795497546807 -1.0267942012203443e-05 0.00074981666330706947 0.00043850397876572805 -0.00036782117465966 -6.5268048883315396e-06 0.00024368723261129681 0.00073998946333789619 0.0003208959274009493 -1.0660935886838302e-05 1.0000532905978447e-05 -6.3280313177234922e-05 0.00027353387841653212 -0.00026907192178454085
leaf_weight=508 52 55 48 98 62 62 77 51 63 54 84 46 76 90 78 47 51 83 221 95 83 49 1132 326 47 105
leaf_count=508 52 55 48 98 62 62 77 51 63 54 84 46 76 90 78 47 51 83 221 95 83 49 1132 326 47 105
internal_value=0 5.4934e-05 0.000169354 8.52431e-05 0.000182438 0.000720329 -0.000164008 -1.36507e-06 -0.000218209 -0.000575491 -7.03938e-05 0.000373944 -0.000491851 8.9053e-05 0.000337756 1.2295e-05 3.74434e-05 4.79763e-05 8.86685e-05 0.000387296 -7.28116e-05 -0.000430661 4.87761e-05 1.26806e-05 -1.42723e-05 -8.49399e-05
internal_weight=0 3691 1222 1174 847 124 327 2469 378 109 269 130 139 723 168 555 2091 2040 1531 178 509 100 1353 409 250 203
internal_count=3743 3691 1222 1174 847 124 327 2469 378 109 269 130 139 723 168 555 2091 2040 1531 178 509 100 1353 409 250 203
is_linear=0
shrinkage=0.0995203


Tree=7982
num_leaves=23
num_cat=0
split_feature=22 3 3 1 5 3 1 1 3 5 17 17 1 26 1 5 20 26 26 4 4 17
split_gain=0.00319249 0.00199437 0.0158714 0.00262638 0.00384587 0.00226384 0.00194768 0.00174234 0.00167006 0.00238712 0.00303922 0.00126429 0.00111521 0.00107057 0.000923482 0.00081625 0.00105908 0.00105732 0.00315414 0.00061993 0.00153431 0.00111372
threshold=0.13240000000000005 0.087975000000000012 0.08777500000000002 -0.0088199999999999997 -0.09583499999999999 0.086965000000000028 -0.01504 -0.093734999999999999 0.090050000000000033 -0.013384999999999999 -0.016659999999999998 -0.14813999999999997 -0.077634999999999996 0.085465000000000027 -0.080500000000000002 -0.54165499999999989 0.14849500000000004 -0.2382 -0.22491999999999998 0.08544000000000003 0.12205500000000002 -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 3 4 -1 19 7 -6 9 12 11 -11 -3 -14 -13 -10 17 -17 -19 21 -21 -5
right_child=-2 8 -4 5 6 -7 -8 -9 15 10 -12 14 13 -15 -16 16 -18 18 -20 20 -22 -23
leaf_value=0.0010050625823630436 0.00083588650491637877 -0.00083522521706389679 0.0019283460807878725 -0.00045177090718046545 0.0003332552887483003 -0.00077524232638911559 0.00057809974599039857 -2.6801846474439448e-05 0.00039015605495338137 0.00011690465897886254 0.00065662640640292346 -0.00074617651324245383 -0.00062805420796208512 0 -0.00010572895394827651 0.00042404787297167107 -0.00040328392764151161 -0.00077492013134238002 4.1721517229280154e-05 0.00050656996254971214 -0.00015769409508333701 0.00012133511466284198
leaf_weight=52 52 58 48 76 177 50 82 524 62 72 56 47 48 61 49 67 56 48 1858 56 87 57
leaf_count=52 52 58 48 76 177 50 82 524 62 72 56 47 48 61 49 67 56 48 1858 56 87 57
internal_value=0 4.94008e-05 0.000154224 8.01701e-05 0.000174165 -0.000158074 0.000117939 6.29435e-05 -1.32954e-06 -0.000190429 1.83865e-05 -0.000189488 -0.00047542 -0.000276453 -0.000427809 3.36391e-05 2.23416e-05 3.48371e-05 2.0726e-05 -4.33019e-05 9.67127e-05 -0.000199999
internal_weight=0 3691 1209 1161 835 326 783 701 2482 391 224 168 167 109 96 2091 2029 1973 1906 276 143 133
internal_count=3743 3691 1209 1161 835 326 783 701 2482 391 224 168 167 109 96 2091 2029 1973 1906 276 143 133
is_linear=0
shrinkage=0.0995203


Tree=7983
num_leaves=23
num_cat=0
split_feature=5 5 21 5 9 29 5 8 8 4 4 18 8 9 9 9 2 0 9 26 20 20
split_gain=0.00236728 0.0292393 0.0021786 0.00116753 0.000841985 0.0048207 0.0011448 0.000839577 0.00295435 0.00112743 0.00309987 0.00106292 0.000970714 0.00120906 0.00231904 0.00164109 0.00191578 0.000917451 0.000859058 0.000798796 0.000655347 0.000608929
threshold=-0.09583499999999999 -0.10123 0.12860500000000005 -0.093384999999999982 0.11408000000000003 0.093650000000000025 -0.14118999999999998 -0.074204999999999993 -0.072559999999999999 0.10724500000000002 0.10343500000000001 0.014860000000000003 -0.077259999999999995 0.09143500000000003 0.089645000000000016 0.093425000000000022 -0.073884999999999992 -0.092474999999999988 0.091885000000000022 0.09474500000000001 -0.048779999999999997 -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
left_child=1 2 4 -2 5 6 20 12 -9 10 18 -11 13 14 17 -15 -17 -5 -10 -14 -1 -8
right_child=3 -3 -4 7 -6 -7 21 8 9 11 -12 -13 19 15 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=0.0001834726409797182 -0.00042014308872725714 0.002640054689408239 0.00072883430031884296 0.00020344123369362961 -0.00028600999823702428 0.0010320916512148862 -6.5018930773870013e-05 0.00086740551537504995 0.00016406953764363808 0.00067677248464154474 -0.00076898292588678465 1.2182889177223196e-05 -0.00054312196025967498 0.00060296715201857681 -0.00055918722895124972 -0.0003693547123493843 0.00040375706325303273 -4.1043730750412207e-05 -2.418879433888014e-05 0 -3.5631985478775235e-05 -0.00057980614494533512
leaf_weight=211 61 46 46 177 78 47 51 46 426 53 47 48 63 72 80 65 62 1069 536 46 365 48
leaf_count=211 61 46 46 177 78 47 51 46 426 53 47 48 63 72 80 65 62 1069 536 46 365 48
internal_value=0 0.000196088 6.2233e-05 9.96955e-06 2.28801e-05 5.73843e-05 -9.27149e-06 1.96669e-05 8.47399e-05 5.15675e-05 1.89781e-05 0.000369033 -2.58691e-05 -4.81605e-06 -3.96694e-05 0.000223309 1.62407e-06 -5.65651e-06 5.83262e-05 -0.000312908 4.32091e-05 -0.000322882
internal_weight=0 892 846 2851 800 722 675 2790 1156 1110 1009 101 1634 1525 1326 199 127 1246 962 109 576 99
internal_count=3743 892 846 2851 800 722 675 2790 1156 1110 1009 101 1634 1525 1326 199 127 1246 962 109 576 99
is_linear=0
shrinkage=0.0995203


Tree=7984
num_leaves=15
num_cat=0
split_feature=27 5 5 20 20 3 24 8 1 1 19 18 2 18
split_gain=0.00101804 0.000913672 0.00187304 0.00147313 0.00167529 0.00188025 0.00119262 0.00115457 0.000983086 0.00201181 0.00103097 0.000989876 0.000755295 0.000519145
threshold=-0.089999999999999997 -0.49053999999999998 -0.46244499999999994 -0.09280999999999999 -0.048779999999999997 0.11896500000000003 0.084270000000000025 -0.080445000000000003 -0.088694999999999982 -0.087734999999999994 -0.099114999999999995 0.027500000000000007 0.10003000000000002 0.091725000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 7 8 -6 11 -10 -11 12 -4 -13
right_child=1 2 6 4 5 -7 -8 -9 9 10 -12 13 -14 -15
leaf_value=0.00038671703236537982 -0.00033580887804160394 -0.00050846287710637538 0.00010560145666149779 0.0007211906750096773 0.00022257860911724324 0.00050632899980627402 0.00043409924998098125 -0.00042026932167547171 -0.00067562203897382695 -0.00047400212847623215 -2.0737291478509191e-05 -0.000361155418132443 0.00045083832030382221 0
leaf_weight=68 47 75 480 61 47 73 60 64 49 51 2408 57 75 123
leaf_count=68 47 75 480 61 47 73 60 64 49 51 2408 57 75 123
internal_value=0 -1.73905e-06 -1.65591e-05 0.000166903 0.000266683 0.000111554 -5.14175e-06 -0.000140697 -1.35208e-05 -4.3402e-05 -3.0471e-05 8.73277e-05 0.00015373 -0.000112865
internal_weight=0 3670 3378 292 245 184 3303 111 3243 2508 2459 735 555 180
internal_count=3738 3670 3378 292 245 184 3303 111 3243 2508 2459 735 555 180
is_linear=0
shrinkage=0.0995203


Tree=7985
num_leaves=16
num_cat=0
split_feature=23 4 29 8 5 4 0 4 20 6 5 6 7 5 4
split_gain=0.000924939 0.00141144 0.00152527 0.00141799 0.00121249 0.000906841 0.00116737 0.00245588 0.00147883 0.00141882 0.00156991 0.00128871 0.000870791 0.000648385 0.000802941
threshold=-0.046924999999999994 0.11670500000000002 0.096295000000000033 -0.080659999999999996 -0.38486499999999996 0.11284500000000003 -0.15137999999999999 0.10495500000000003 -0.071149999999999991 -0.14723999999999998 -0.094469999999999985 -0.11796999999999999 0.057175000000000011 -0.084089999999999984 0.13279000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 5 13 -5 6 7 8 -2 10 -8 -11 -1 14 -3
right_child=1 3 -4 4 -6 -7 9 -9 -10 11 -12 -13 -14 -15 -16
leaf_value=-1.1030774716958721e-06 0.00049385763196593607 -0.00043680189362739794 0.00049069928642638645 0.00070879242870505016 0.00010865358088932682 -0.00041283646039643693 -0.00081970404953867946 0.00083778485141607409 -0.00010988550968724779 0.00040634670536706898 -6.7488710434124183e-05 -2.2767091805136488e-05 -0.00059931675561440613 0.00029028746119301219 8.5319959266505748e-05
leaf_weight=54 54 46 60 79 64 56 46 48 154 71 75 2747 48 61 75
leaf_count=54 54 46 60 79 64 56 46 48 154 71 75 2747 48 61 75
internal_value=0 1.30927e-05 -6.09358e-06 0.000211075 0.000445924 -1.55141e-05 -8.29389e-06 0.000195155 4.29199e-05 -2.62937e-05 -0.000360221 -1.1665e-05 -0.000290641 2.2053e-05 -0.000106407
internal_weight=0 3636 3311 325 143 3251 3195 256 208 2939 121 2818 102 182 121
internal_count=3738 3636 3311 325 143 3251 3195 256 208 2939 121 2818 102 182 121
is_linear=0
shrinkage=0.0995203


Tree=7986
num_leaves=16
num_cat=0
split_feature=3 11 3 18 18 3 17 2 3 1 3 3 20 17 17
split_gain=0.000800233 0.00150591 0.000967753 0.000723362 0.000909814 0.000870855 0.00102932 0.00138729 0.000796525 0.00212448 0.00109615 0.00233536 0.00214136 0.000703959 0.00141263
threshold=0.17152000000000003 -0.40069499999999997 0.15361500000000003 -0.47082499999999999 -0.090899999999999995 0.12168500000000003 -0.56005499999999986 -0.22383 0.084795000000000023 -0.095674999999999996 0.092200000000000018 0.089165000000000022 -0.074014999999999984 -0.031185000000000001 0.064745000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 8 6 -6 -8 9 -5 11 -10 -12 -7 -15
right_child=1 -3 -4 4 5 13 7 -9 10 -11 12 -13 -14 14 -16
leaf_value=-0.00037336699881604352 -0.00013437059712411041 0.00061629777800857556 -0.00045220881831044816 0.0008420738816094219 -0.00044385760135637065 -0.00012718058118770979 0.00050662496467013913 -3.2656990077138432e-05 9.6659236201032431e-05 -8.529593929922327e-05 0.00056837843436478169 -0.00060367141989913322 0 0.00046499800154108502 -9.6655514589153978e-05
leaf_weight=50 46 58 47 49 59 59 48 2564 175 46 101 64 185 120 67
leaf_count=50 46 58 47 49 59 59 48 2564 175 46 101 64 185 120 67
internal_value=0 0.0002764 -3.45996e-06 2.19173e-06 7.73218e-06 -1.52899e-05 -3.20487e-05 -2.24333e-05 0.000117368 0.000384415 6.74854e-05 -8.74519e-05 0.000199823 0.000163345 0.000259386
internal_weight=0 104 3634 3587 3537 2917 2671 2612 620 95 525 239 286 246 187
internal_count=3738 104 3634 3587 3537 2917 2671 2612 620 95 525 239 286 246 187
is_linear=0
shrinkage=0.0995203


Tree=7987
num_leaves=12
num_cat=0
split_feature=23 7 26 2 26 0 8 22 19 9 21
split_gain=0.000851963 0.00107613 0.0010535 0.00425979 0.000930872 0.000861597 0.00078082 0.000578205 0.000673567 0.00142985 0.000768194
threshold=-0.046924999999999994 1.0000000180025095e-35 -0.231015 -0.063234999999999986 -0.14859999999999998 -0.15758999999999998 -0.07106999999999998 0.12975500000000004 0.097510000000000027 0.083875000000000019 0.13557500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -4 -3 -1 8 10 -10 -6
right_child=1 5 4 -5 7 -7 -8 -9 9 -11 -12
leaf_value=0 -0.00023834450305933608 -3.3685381870711295e-05 -0.00037626588780059539 0.00097795579592882109 1.5164675089724273e-05 0.00047240006082113853 -0.00054453843751164389 0.00031263039366398741 -0.00058392884080228538 -3.8625833797434475e-05 -0.00033583923002812838
leaf_weight=49 63 49 67 51 2887 88 53 57 60 251 63
leaf_count=49 63 49 67 51 2887 88 53 57 60 251 63
internal_value=0 1.17785e-05 8.30523e-07 0.000298609 -8.95623e-06 0.000285416 -0.000279745 -1.29246e-06 -7.03065e-06 -0.000146461 7.39115e-06
internal_weight=0 3636 3499 114 3385 137 102 3318 3261 311 2950
internal_count=3738 3636 3499 114 3385 137 102 3318 3261 311 2950
is_linear=0
shrinkage=0.0995203


Tree=7988
num_leaves=26
num_cat=0
split_feature=9 17 17 29 6 3 5 9 2 5 3 18 17 0 2 2 4 27 26 26 9 26 20 0 5
split_gain=0.0035749 0.00123237 0.00616691 0.000994631 0.00084016 0.00148803 0.00200972 0.00207915 0.00180529 0.0019619 0.00143764 0.00128135 0.00177055 0.00315595 0.00116655 0.0026888 0.00180274 0.000832753 0.000858421 0.00200019 0.00144797 0.00279227 0.00156667 0.00131441 0.000596012
threshold=0.23438500000000004 1.0000000180025095e-35 0.0041300000000000009 0.096845000000000028 0.085570000000000021 0.086285000000000014 -0.011514999999999999 0.084290000000000018 -0.080744999999999997 -0.075744999999999993 0.10871500000000002 0.027500000000000007 -0.07107999999999999 -0.094389999999999988 0.096520000000000022 0.0066850000000000008 0.13312000000000004 0.091025000000000009 0.084735000000000019 0.087170000000000011 0.083925000000000013 -0.025024999999999999 -0.082419999999999993 -0.068899999999999989 0.24444000000000005
decision_type=2 2 2 2 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 11 6 -6 -8 9 -7 -10 14 24 -14 15 -1 -16 18 20 -20 22 -22 -4 -21 -13
right_child=-2 2 17 -5 5 8 7 -9 10 -11 -12 12 13 -15 16 -17 -18 -19 19 23 21 -23 -24 -25 -26
leaf_value=6.0071109391266861e-06 0.00084322393416483147 -0.0011448063494808765 -0.00057996503063327499 -0.00033775527149633927 0.00071018899657552116 -0.00075216136738557476 -0.00037231228470324115 0.00035823744934944 0.00038771752014332033 -4.4993339823901929e-05 -0.00015316131749258907 8.2886756519747934e-05 -0.001099152874128132 -0.00010102904438991663 0.00039884266307393132 -0.00076951088060609536 -0.0002794071901917563 -0.00047456387053712454 -0.00058760636037470822 1.6369908809119094e-06 -3.9153816377115055e-05 0.00090518978107770971 6.5961533495864416e-05 -0.00043187925985215718 -0.00032173284027275082
leaf_weight=1139 46 56 48 84 80 47 59 109 152 243 69 153 51 87 158 46 50 49 79 533 73 52 159 79 47
leaf_count=1139 46 56 48 84 80 47 59 109 152 243 69 153 51 87 158 46 50 49 79 533 73 52 159 79 47
internal_value=0 -3.89708e-05 -0.000125714 -6.39316e-07 1.04045e-05 9.79437e-05 0.00029797 9.68025e-05 0 -0.000162426 0.000215142 -2.75063e-05 -0.000201493 -0.000475833 1.41226e-05 -2.34066e-05 0.000231866 -7.17145e-05 -5.16185e-05 -0.000115292 7.84415e-05 0.000347144 -7.98639e-05 -5.29858e-05 -8.10577e-06
internal_weight=0 3702 1128 2574 2490 759 248 168 511 290 221 1731 338 138 1393 1185 208 1072 1023 691 332 125 207 612 200
internal_count=3748 3702 1128 2574 2490 759 248 168 511 290 221 1731 338 138 1393 1185 208 1072 1023 691 332 125 207 612 200
is_linear=0
shrinkage=0.0995203


Tree=7989
num_leaves=15
num_cat=0
split_feature=29 21 21 27 4 0 28 10 10 17 4 3 3 3
split_gain=0.002814 0.00220164 0.0123093 0.00112529 0.000866358 0.000954852 0.000711327 0.00087588 0.00217917 0.00116832 0.000704666 0.00052044 0.00166167 0.00165309
threshold=-0.14715999999999999 -0.015149999999999999 -0.026109999999999998 -0.025179999999999998 0.09939000000000002 -0.078479999999999994 0.087260000000000018 0.09056500000000002 0.086165000000000019 -0.092649999999999996 0.11509500000000002 0.090765000000000026 0.097595000000000029 0.088115000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 5 11 7 8 9 -5 -6 13 -13 -2
right_child=1 3 -4 6 10 -7 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.00073917358631532439 0.00010218968069342794 -0.00039305008336960331 -0.0016518886070426729 0.00011314467380229776 0.00046005600014039787 -0.00052629317438599929 -0.00037792727431390971 0.00038461728459542347 -0.00057396997315620495 -2.5177899976830483e-05 -6.1261534461269358e-05 0.0005270327052472139 -0.0002639545257982404 -0.00060013125237565689
leaf_weight=47 80 73 54 835 52 51 48 60 64 2179 46 51 53 55
leaf_count=47 80 73 54 835 52 51 48 60 64 2179 46 51 53 55
internal_value=0 -3.51835e-05 -0.000243665 -6.65717e-06 -4.55646e-05 -0.000133738 1.93921e-06 8.01067e-06 4.03445e-07 1.28714e-05 0.000207003 -4.65454e-05 0.000116062 -0.000177877
internal_weight=0 3701 442 3259 388 290 3186 3138 3078 3014 98 239 104 135
internal_count=3748 3701 442 3259 388 290 3186 3138 3078 3014 98 239 104 135
is_linear=0
shrinkage=0.0995203


Tree=7990
num_leaves=21
num_cat=0
split_feature=9 21 21 27 0 18 18 26 3 19 0 26 26 8 18 19 18 9 3 3
split_gain=0.00255688 0.00153003 0.0101958 0.000839653 0.000768889 0.000767201 0.00154571 0.0021552 0.00116307 0.000979691 0.00117586 0.00107346 0.000894799 0.00415447 0.0024443 0.000617088 0.0007628 0.00111256 0.00298028 0.00141323
threshold=0.23438500000000004 -0.015149999999999999 -0.026109999999999998 0.10530500000000002 -0.072039999999999979 0.022040000000000008 0.089505000000000015 0.089005000000000015 0.086605000000000029 -1.0000000180025095e-35 0.12346000000000003 0.087745000000000031 0.11991000000000003 -0.045194999999999999 0.090795000000000028 0.11028000000000003 -0.091109999999999983 0.084645000000000012 0.10525500000000003 0.093835000000000016
decision_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 9 7 8 -7 -3 11 -11 14 -14 -8 16 -1 18 -18 -19
right_child=-2 3 -4 4 -6 6 12 -9 -10 10 -12 -13 13 -15 -16 -17 17 19 -20 -21
leaf_value=-0.00026532648954513558 0.00071385570837276615 0.00037391571231078561 -0.0014874923958120689 -5.3282795720837312e-06 -0.00059261750047673355 7.9000314136258817e-05 0.00071689175667827938 -0.00077358732397877778 -0.00046837651296664226 9.6209348444807431e-05 -0.00033710067311028648 -5.2320077137482912e-05 -0.00095998873127192143 0.00028480756933109706 -1.2633946007392196e-05 -0.00032030753929014318 0.00085314136295263515 -0.00038339429652002285 -0.00012720262106811784 0.00024944750356113352
leaf_weight=69 46 81 54 48 46 113 49 67 57 1193 87 801 48 58 611 60 57 74 64 65
leaf_count=69 46 81 54 48 46 113 49 67 57 1193 87 801 48 58 611 60 57 74 64 65
internal_value=0 -3.21592e-05 -0.000205772 -8.30861e-06 -0.000301434 1.38528e-07 -7.15385e-05 -0.000293674 -9.97165e-05 3.37697e-05 2.01366e-05 3.61338e-05 -1.74104e-06 -0.000271151 4.02875e-05 -2.57419e-05 2.54901e-05 0.000105817 0.000327847 -8.15717e-05
internal_weight=0 3702 443 3259 94 3165 1003 237 170 2162 2081 1994 766 106 660 389 329 260 121 139
internal_count=3748 3702 443 3259 94 3165 1003 237 170 2162 2081 1994 766 106 660 389 329 260 121 139
is_linear=0
shrinkage=0.0995203


Tree=7991
num_leaves=22
num_cat=0
split_feature=11 21 21 2 2 20 2 18 18 8 2 2 8 0 10 18 1 6 4 6 0
split_gain=0.00212818 0.00141621 0.00808358 0.00106175 0.00161621 0.00122219 0.00119598 0.00143319 0.00396128 0.00170809 0.000969074 0.000965856 0.00088187 0.00086368 0.00113363 0.000855898 0.000625703 0.00241496 0.000947362 0.00283842 0.000643149
threshold=-0.37506 -0.015149999999999999 -0.026109999999999998 -0.086254999999999984 -0.08569499999999998 0.15091500000000005 -0.090919999999999987 -0.0092699999999999987 -0.085834999999999995 -0.081415000000000001 -0.084674999999999986 -0.095204999999999998 0.056535000000000009 0.12346000000000003 0.085585000000000022 -0.090899999999999995 -0.01538 -0.0072949999999999994 0.10533000000000002 -0.011749999999999998 -0.084474999999999995
decision_type=2 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 6 -5 10 11 8 9 -8 -6 13 -12 15 -15 -3 17 -2 19 -18 -21
right_child=1 3 -4 4 5 -7 7 -9 -10 -11 12 -13 -14 14 -16 -17 18 -19 -20 20 -22
leaf_value=0.00053458513787602577 -0.00068870615148171376 0.00032916647463171272 -0.001339456842606019 -0.00057964623916612274 0.00030550219253028282 0.00039654123070807155 -0.00027695184025511679 -0.00014502495859057988 0.00096353137064158329 0.0004900277133579262 -3.8751867382177451e-05 -0.00042802092602406866 -0.00034851334351249146 0.00012259368709519847 -0.00054060692275354491 1.085731857312352e-05 0.00062424715447842818 0.00016910269579048458 -0.00031959658337823174 4.5376228441833945e-05 -0.0004018474535443556
leaf_weight=67 59 127 54 54 77 65 69 60 76 49 2161 46 96 48 51 262 78 70 53 73 53
leaf_count=67 59 127 54 54 77 65 69 60 76 49 2161 46 96 48 51 262 78 70 53 73 53
internal_value=0 -3.09319e-05 -0.000198545 -7.92396e-06 -4.04411e-05 -2.79627e-05 9.22613e-05 0.000270118 0.000402732 3.46022e-05 -4.01356e-05 6.12981e-06 -5.22901e-05 4.87314e-05 -0.000210786 0.000116883 -3.68152e-05 -0.000216883 5.03836e-05 0.000150519 -0.000136245
internal_weight=0 3681 440 3241 2453 2399 788 254 194 118 2334 534 2257 488 99 389 386 129 257 204 126
internal_count=3748 3681 440 3241 2453 2399 788 254 194 118 2334 534 2257 488 99 389 386 129 257 204 126
is_linear=0
shrinkage=0.0995203


Tree=7992
num_leaves=21
num_cat=0
split_feature=19 1 1 26 26 26 8 8 6 20 1 21 18 7 3 1 8 26 6 19
split_gain=0.0094871 0.00296806 0.00395875 0.00178607 0.011932 0.00184077 0.00145827 0.00556045 0.00154528 0.00107212 0.00336208 0.00257595 0.00238807 0.00100837 0.000971034 0.000775251 0.000828566 0.000741168 0.000537108 0.00023079
threshold=0.14071500000000006 -0.50597999999999999 -0.51744999999999985 0.091195000000000012 0.09167500000000002 0.087745000000000031 -0.070649999999999991 -0.068099999999999994 0.095760000000000026 -0.014534999999999999 -0.067015000000000005 0.089350000000000027 -0.011039999999999999 -0.075879999999999989 0.17152000000000003 -0.082344999999999988 -0.073999999999999996 -0.2382 0.092705000000000023 0.075380000000000016
decision_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 19 5 -5 13 15 -8 -9 11 12 -7 -11 -3 17 18 -17 -15 -6 -1
right_child=-2 3 -4 4 6 9 7 8 -10 10 -12 -13 -14 14 -16 16 -18 -19 -20 -21
leaf_value=-0.00020662787873413843 -0.0013997852489724002 0.00042439439588531057 -0.001170398204215482 0.0016535574400618354 0 -0.00089229593182495366 0.0011486063937644405 0.00021390803155238845 -0.00023669079133041736 -0.00053819708628801051 0.00063899349398073145 -4.2131569964490705e-05 4.414721665075375e-05 -0.0002567297898530382 -0.00034356140436905873 -4.1233388438232117e-05 -0.00045204896176322308 5.1281767318745847e-05 0.00040752627917402934 9.8208995472718992e-05
leaf_weight=47 47 65 47 50 82 62 55 234 110 126 54 87 151 80 68 343 58 1867 56 48
leaf_count=47 47 65 47 50 82 62 55 234 110 126 54 87 151 80 68 343 58 1867 56 48
internal_value=0 2.30628e-05 -0.000422579 4.11292e-05 0.000154803 -2.42213e-06 7.40397e-05 0.000218526 6.74415e-05 -0.000178393 -7.55399e-05 -0.000401386 -0.000217791 3.7793e-05 2.49157e-05 -3.13989e-05 -0.000102695 3.82055e-05 0.00016984 -4.3988e-05
internal_weight=0 3690 142 3548 988 2560 938 399 344 480 331 149 277 2080 2015 539 401 1947 138 95
internal_count=3737 3690 142 3548 988 2560 938 399 344 480 331 149 277 2080 2015 539 401 1947 138 95
is_linear=0
shrinkage=0.0995203


Tree=7993
num_leaves=23
num_cat=0
split_feature=17 1 1 1 0 17 0 17 18 0 26 6 26 18 18 0 6 9 21 21 3 2
split_gain=0.00788535 0.00995208 0.00252284 0.0033185 0.0019337 0.00367336 0.0219628 0.00339196 0.0024871 0.00233809 0.00170402 0.00142982 0.00101638 0.00263065 0.00338809 0.00235411 0.0017664 0.00368391 0.00166006 0.00374714 0.00145836 0.00122658
threshold=0.51734000000000024 -0.0059699999999999996 -0.50597999999999999 -0.53140500000000002 -0.085684999999999997 0.033280000000000011 -0.08317999999999999 0.061900000000000018 0.15374500000000005 -0.081534999999999982 0.12086000000000002 0.091795000000000015 0.08598500000000002 -0.015069999999999998 -0.0090849999999999976 -0.088329999999999992 0.085955000000000018 0.083715000000000026 -0.079279999999999989 -0.010234999999999999 0.088055000000000022 -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
left_child=2 -2 3 -1 12 8 -7 -8 10 -9 11 -6 16 15 -15 -14 18 -18 20 -20 -4 -16
right_child=1 -3 4 -5 5 6 7 9 -10 -11 -12 -13 13 14 21 -17 17 -19 19 -21 -22 -23
leaf_value=7.1138863840060744e-05 -0.0019395691092538678 -5.8395168566995492e-05 6.5061834153491793e-06 -0.00088944561964193476 8.3596187633762156e-05 0.0021701147648609128 0.0006694570015997037 -0.00066537969248128012 -0.0006250963212275759 6.7497843914225998e-05 0.00049771176728036822 -0.00017848780944982578 -9.2067672405544423e-05 0.00076606320728184098 0.00029053328120086315 -0.001073517141228546 -0.00016314224336643927 0.00092568735721000324 -0.00088632908636248763 -1.7315909467474921e-05 0.00076263105318723635 -0.0002131109837545785
leaf_weight=73 46 73 61 67 1109 58 82 51 54 273 84 252 49 46 55 52 60 61 53 709 46 323
leaf_count=73 46 73 61 67 1109 58 82 51 54 273 84 252 49 46 55 52 60 61 53 709 46 323
internal_value=0 -0.000792451 3.0843e-05 -0.000382722 4.77256e-05 0.000113018 0.000357917 9.70148e-05 3.66666e-05 -4.5336e-05 6.19634e-05 3.44678e-05 -3.63346e-05 -0.000148478 -3.76871e-05 -0.000605474 2.23084e-05 0.000379006 -2.64164e-05 -7.88334e-05 0.00033922 -0.000137664
internal_weight=0 119 3618 140 3478 1963 464 406 1499 324 1445 1361 1515 525 424 101 990 121 869 762 107 378
internal_count=3737 119 3618 140 3478 1963 464 406 1499 324 1445 1361 1515 525 424 101 990 121 869 762 107 378
is_linear=0
shrinkage=0.0995203


Tree=7994
num_leaves=25
num_cat=0
split_feature=19 1 1 26 26 26 2 9 8 1 2 2 2 2 17 26 8 0 26 0 6 2 6 2
split_gain=0.00749838 0.00193532 0.00277291 0.00155778 0.0123521 0.00131624 0.00129053 0.00443834 0.00212374 0.00138906 0.00137715 0.000905434 0.00299817 0.00287633 0.00169883 0.00153483 0.00130517 0.000734728 0.00314659 0.00264217 0.00253907 0.00146603 0.00131825 0.000228775
threshold=0.14071500000000006 -0.50597999999999999 -0.51744999999999985 0.091400000000000023 0.091915000000000024 0.087745000000000031 -0.072624999999999981 0.097365000000000021 -0.069939999999999988 -0.077634999999999996 -0.069459999999999994 -0.084114999999999981 -0.087444999999999995 -0.081864999999999993 -0.015464999999999998 0.09032500000000003 -0.082584999999999992 -0.085349999999999995 0.086255000000000012 -0.085794999999999996 0.10384500000000003 -0.08342999999999999 0.087575000000000028 -0.01504
decision_type=2 2 2 2 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 5 -5 17 7 8 -6 -8 -11 12 -7 14 -13 -15 -14 19 20 22 -19 -20 -3 -1
right_child=-2 3 -4 4 6 11 9 -9 -10 10 -12 13 16 15 -16 -17 -18 18 21 -21 -22 -23 -24 -25
leaf_value=0.00012779043890428333 -0.0012449016826048664 -2.6173531229921894e-05 -0.00096540219931774956 0.0016825742663581699 -0.00010278177075788248 -0.00049483055708616401 0.0003830113446229832 0.00079462195808658654 0.00036156290283819641 -0.00062834222387269116 -6.8531086251829787e-05 -0.00028396142420686451 0.00066573048990911936 -0.00022602954045164808 -0.0011242913181691895 0.00033242030684671724 -1.4470047075363331e-05 7.9896018659264884e-05 0.00027409546720696731 -0.00071541259619928418 -0.00056503489073712844 0.0010156271559905732 0.00032495970302491009 -0.00017834491241983845
leaf_weight=46 47 1020 47 49 336 66 52 90 137 54 250 54 60 153 48 71 48 707 70 52 66 47 118 49
leaf_count=46 47 1020 47 49 336 66 52 90 137 54 250 54 60 153 48 71 48 707 70 52 66 47 118 49
internal_value=0 2.00533e-05 -0.000339679 3.46814e-05 0.000142371 -5.40568e-06 5.93582e-05 0.000153669 2.99806e-05 -8.74907e-05 -0.000170664 -0.000150655 2.84667e-05 -0.000248771 -0.000687437 -4.53663e-05 0.000355839 2.91164e-05 9.76787e-05 -2.14733e-05 2.37717e-05 0.000578973 9.51637e-06 -2.14938e-05
internal_weight=0 3690 142 3548 968 2580 919 563 473 356 304 500 174 326 102 224 108 2080 890 1190 773 117 1138 95
internal_count=3737 3690 142 3548 968 2580 919 563 473 356 304 500 174 326 102 224 108 2080 890 1190 773 117 1138 95
is_linear=0
shrinkage=0.0995203


Tree=7995
num_leaves=17
num_cat=0
split_feature=17 1 1 1 18 18 6 26 9 18 6 9 7 6 26 6
split_gain=0.00614327 0.00779314 0.0016749 0.00231661 0.00159216 0.0086162 0.0125211 0.00181964 0.00226273 0.00181068 0.000872008 0.00193181 0.000841749 0.000853857 0.000878223 0.000725505
threshold=0.51734000000000024 -0.0059699999999999996 -0.50597999999999999 -0.53140500000000002 0.089365000000000014 0.092750000000000013 0.087235000000000021 0.11819500000000002 0.10407500000000001 0.086800000000000016 0.089165000000000022 0.097365000000000021 -0.074779999999999999 0.18123500000000006 0.40795000000000009 -0.083069999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 9 6 -6 10 -9 12 15 -12 -4 14 -14 -7
right_child=1 -3 4 -5 5 7 -8 8 -10 -11 11 -13 13 -15 -16 -17
leaf_value=6.7618135249227198e-05 -0.0017150194035581187 -4.8980707297552059e-05 0.00044191396197933619 -0.00073368897088276538 4.0933475572664524e-05 -0.00011096692064771453 0.0021050850626560111 0.00089217984570048002 -2.396426363199782e-05 -0.00047000652725716965 -0.00036497847940772295 0.00034265126371699 -3.9683156041706196e-06 0.00043680374884628699 0.00042559418391637183 0.00020060958316770716
leaf_weight=73 46 73 46 67 68 136 52 49 55 77 172 48 2523 46 48 158
leaf_count=73 46 73 46 67 68 136 52 49 55 77 172 48 2523 46 48 158
internal_value=0 -0.000699875 2.68065e-05 -0.000310017 4.06e-05 0.000170381 0.000942222 1.91844e-05 0.000399809 5.34562e-06 -5.62366e-05 -0.000206865 1.93977e-05 1.16582e-05 3.73312e-06 5.36945e-05
internal_weight=0 119 3618 140 3478 738 120 618 104 2740 514 220 2663 2617 2571 294
internal_count=3737 119 3618 140 3478 738 120 618 104 2740 514 220 2663 2617 2571 294
is_linear=0
shrinkage=0.0995203


Tree=7996
num_leaves=9
num_cat=0
split_feature=7 30 21 10 0 2 29 2
split_gain=0.00506723 0.00347751 0.00309771 0.00243623 0.00196765 0.00183056 0.00142165 0.00102911
threshold=0.10671500000000002 0.12371500000000002 0.15544000000000005 0.09056500000000002 -0.229625 0.097745000000000012 0.096845000000000028 0.13896000000000006
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6
right_child=-2 -3 -4 -5 6 -7 -8 -9
leaf_value=-0.00082376460740732815 -0.0010163820706492008 0.00087269793621757902 0.00070511743533000024 0.00059323074395099676 -1.1288001666435483e-05 -7.2895008258729e-05 -0.00046721044981060876 0.00022046269134812181
leaf_weight=57 48 46 61 65 3114 80 65 202
leaf_count=57 48 46 61 65 3114 80 65 202
internal_value=0 1.27711e-05 1.69119e-06 -1.00561e-05 -2.14353e-05 -0.000391276 -6.20706e-06 2.58263e-06
internal_weight=0 3690 3644 3583 3518 137 3381 3316
internal_count=3738 3690 3644 3583 3518 137 3381 3316
is_linear=0
shrinkage=0.0995203


Tree=7997
num_leaves=22
num_cat=0
split_feature=23 4 17 29 0 4 8 8 1 2 0 0 3 8 9 2 8 4 1 1 1
split_gain=0.00437392 0.00303814 0.00623689 0.00422134 0.00187134 0.0019378 0.00128095 0.00162075 0.00295889 0.000905945 0.00178805 0.00102957 0.00091001 0.000853247 0.00207433 0.00198317 0.00190354 0.00115399 0.000826656 0.00074138 0.000542645
threshold=-0.068919999999999995 0.10739000000000003 -0.22965499999999997 -0.08570499999999999 -0.229625 0.087495000000000031 -0.090440000000000006 -0.092299999999999993 -0.079434999999999992 0.13896000000000006 -0.14075499999999999 -0.14824999999999997 0.13640000000000005 -0.087770000000000001 0.084485000000000018 -0.081604999999999997 -0.08731499999999999 0.10386500000000003 0.18123500000000006 -0.000195 -0.08616
decision_type=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 -2 7 18 -9 11 -11 -5 -13 14 -8 -16 -15 -18 19 -6 -12
right_child=1 2 3 9 6 -7 13 8 -10 10 20 12 -14 16 15 -17 17 -19 -20 -21 -22
leaf_value=-0.00096486446385064589 -0.00091239317221718794 0.0013420717704973467 0.00095451587847515239 -0.00046293642275826243 -7.780212288109435e-05 -6.4129851509760592e-05 0.00067772064175898789 -0.0010890364446764591 -3.1973161469959127e-06 0.00071363107403238379 0.00026834511106285229 0.00017491893649507402 -0.00030811279999497264 -0.00056992452596361508 -0.00042002825281462316 0.00041454590658459184 2.8152162129906618e-05 -0.0004546522844977744 -0.00038075929505750614 0.00027126709286204504 -0.00013457447119673697
leaf_weight=46 47 46 54 61 277 67 65 47 56 47 51 115 58 56 60 53 2243 50 68 77 94
leaf_count=46 47 46 54 61 277 67 65 47 56 47 51 115 58 56 60 53 2243 50 68 77 94
internal_value=0 1.15945e-05 0.000233232 0.000125263 -2.49699e-05 -0.000421034 -9.90772e-06 -0.000151536 -0.000506625 1.82246e-05 0.000180085 -0.000111086 8.24568e-06 1.91925e-05 0.000229332 -2.13463e-05 2.92023e-06 1.72674e-05 -6.29272e-05 0 1.49642e-06
internal_weight=0 3692 526 480 3166 114 3052 525 103 426 192 234 173 2527 178 113 2349 2293 422 354 145
internal_count=3738 3692 526 480 3166 114 3052 525 103 426 192 234 173 2527 178 113 2349 2293 422 354 145
is_linear=0
shrinkage=0.0995203


Tree=7998
num_leaves=9
num_cat=0
split_feature=24 4 2 9 21 7 29 8
split_gain=0.0038542 0.00296692 0.00212797 0.00321684 0.00177104 0.00105528 0.00099289 0.000778383
threshold=-0.071224999999999997 0.14903500000000006 -0.23769999999999999 0.095415000000000014 0.15544000000000005 -0.15142999999999998 0.096845000000000028 -0.090274999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 -7
right_child=1 -3 4 -5 -6 6 -8 -9
leaf_value=-0.00089599420599339736 -5.4956273043295093e-05 0.00067737497545197864 -0.00046065437321172071 0.0010642332127069911 0.00050850455886219026 -0.00010443462741270942 -0.00039895082514684345 1.5214483939598176e-05
leaf_weight=47 54 65 54 46 63 673 66 2670
leaf_count=47 54 65 54 46 63 673 66 2670
internal_value=0 1.09363e-05 -7.84616e-07 0.000451685 -1.38492e-05 -2.35884e-05 -1.64249e-05 -8.62794e-06
internal_weight=0 3691 3626 100 3526 3463 3409 3343
internal_count=3738 3691 3626 100 3526 3463 3409 3343
is_linear=0
shrinkage=0.0995203


Tree=7999
num_leaves=11
num_cat=0
split_feature=26 4 2 17 21 0 4 19 26 19
split_gain=0.00355246 0.00232324 0.0017118 0.0019216 0.00143137 0.00120108 0.00180238 0.000863626 0.00103398 0.000733397
threshold=0.5128250000000002 0.14903500000000006 -0.23769999999999999 -0.55754499999999996 0.15544000000000005 -0.229625 0.087495000000000031 0.12633000000000003 -0.22971 0.13496500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 8 -7 -9
right_child=-2 -3 4 -5 -6 7 -8 9 -10 -11
leaf_value=0.00082578867943033333 -0.00082534812335482944 0.00057474534104402916 -0.00081000664681031131 -3.1886650978859759e-05 0.00045789812655217405 -0.00031613899920999934 -3.7504769062460131e-05 0.00054256989513720147 -7.8297810330116765e-06 4.7386676208380404e-05
leaf_weight=52 51 71 47 48 63 112 89 50 3072 83
leaf_count=52 51 71 47 48 63 112 89 50 3072 83
internal_value=0 1.0968e-05 0 0.000405918 -1.16495e-05 -2.04535e-05 -0.000310492 -8.31487e-06 -1.89319e-05 0.000239701
internal_weight=0 3687 3616 100 3516 3453 136 3317 3184 133
internal_count=3738 3687 3616 100 3516 3453 136 3317 3184 133
is_linear=0
shrinkage=0.0995203


Tree=8000
num_leaves=29
num_cat=0
split_feature=2 2 17 2 2 21 26 2 7 17 17 17 18 5 4 21 8 26 26 8 8 8 5 20 18 8 5 8
split_gain=0.00189391 0.0108637 0.0138681 0.00217829 0.0120025 0.00213789 0.00176844 0.00133978 0.00105618 0.00107514 0.00194702 0.00178527 0.000974893 0.000940992 0.00184733 0.000930295 0.0008228 0.0022371 0.00324643 0.00446688 0.00155305 0.00292554 0.00149643 0.00129512 0.00116029 0.000654673 0.000555678 0.000470991
threshold=-0.084114999999999981 -0.083344999999999989 -0.015464999999999998 -0.080874999999999989 -0.081134999999999999 0.086285000000000014 0.091570000000000026 -0.080484999999999987 0.081185000000000021 -0.093784999999999993 -0.084209999999999993 -0.12118 -0.0063699999999999998 -0.43873000000000001 0.10606500000000003 0.090375000000000025 0.0017700000000000003 0.084495000000000028 0.086095000000000019 -0.085499999999999993 -0.082014999999999991 -0.086404999999999996 -0.011514999999999999 -0.10068000000000001 -0.087989999999999985 -0.087954999999999992 -0.0083599999999999994 0.056535000000000009
decision_type=2 2 2 2 2 2 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 -2 4 5 6 12 -5 9 11 -11 -9 -3 25 16 -7 17 20 19 -19 21 -15 -20 -18 -22 -1 -25 -28
right_child=1 3 -4 7 -6 15 -8 8 -10 10 -12 -13 -14 14 -16 -17 23 18 22 -21 24 -23 -24 26 -26 -27 27 -29
leaf_value=8.3730904222380415e-05 0 -0.00062355600137980582 -0.0023293808949829283 0.00041660252837642467 -0.0016852455771083498 0.00063847210042345141 0.00015848749227643437 -9.0003498788548928e-05 0.00043930009822271089 0.0004939304194347357 -1.9970821205283916e-05 -0.00069996473947469011 -0.00017163369398807602 -0.00032074401734549199 -0.00050132634921963375 4.9691406870084108e-05 -0.00024146584873488511 0.0012743495959332148 0.00022972736068767159 0.00011359313524187664 -0.00090861808003773992 0.00057074225682294383 -0.00018962483915341022 4.6975261086008583e-05 -0.00017878429295186359 0.00063540252808234063 0.0007083574331626408 0.00029950991932247589
leaf_weight=47 54 88 48 72 51 47 88 351 48 77 1397 56 117 116 60 69 47 52 138 94 46 53 215 57 47 46 46 106
leaf_count=47 54 88 48 72 51 47 88 351 48 77 1397 56 117 116 60 69 47 52 138 94 46 53 215 57 47 46 46 106
internal_value=0 -9.17457e-05 -0.00109855 -4.96844e-05 -0.000244998 -6.34059e-05 -0.000208216 -4.37552e-06 -2.05129e-05 -3.26818e-05 6.3194e-06 -0.000175941 -0.000369623 6.07722e-05 3.37069e-05 0.000295306 6.60773e-05 1.3012e-05 0.000137667 0.000532621 -0.000221278 -3.63215e-05 -2.33664e-05 0.000220624 -0.00054858 0.000365403 0.000328456 0.000428626
internal_weight=0 2563 102 2461 460 409 293 2001 1929 1881 1474 407 205 1170 1077 116 1017 761 499 146 262 169 353 256 93 93 209 152
internal_count=3733 2563 102 2461 460 409 293 2001 1929 1881 1474 407 205 1170 1077 116 1017 761 499 146 262 169 353 256 93 93 209 152
is_linear=0
shrinkage=0.0995203


Tree=8001
num_leaves=28
num_cat=0
split_feature=3 3 8 18 6 8 5 5 1 29 3 1 18 3 20 3 20 20 21 3 3 20 26 21 5 8 21
split_gain=0.00272414 0.00463374 0.0147732 0.00515454 0.0154104 0.00241104 0.00230202 0.00498706 0.00116289 0.0015147 0.00119671 0.00106782 0.00213555 0.00112951 0.00105351 0.000951317 0.000918064 0.00121366 0.00140991 0.00113249 0.0011247 0.00106163 0.000764194 0.000625426 0.00104021 0.000557038 0.000235383
threshold=0.088745000000000032 0.08785500000000003 -0.086589999999999986 -0.095799999999999982 0.082060000000000022 -0.079704999999999998 -0.092239999999999989 -0.099349999999999994 0.44303500000000012 -0.081409999999999996 0.13451500000000002 -0.093734999999999999 -0.008179999999999998 0.087570000000000023 -0.24350999999999998 0.084895000000000012 -0.083330000000000001 -0.094259999999999997 0.088880000000000028 0.11523000000000001 0.089005000000000015 -0.077649999999999983 0.089275000000000021 0.084485000000000018 -0.43873000000000001 -0.080364999999999992 0.090995000000000006
decision_type=2 2 2 2 2 2 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 15 -4 7 23 9 26 -10 12 -8 22 -11 -1 17 19 -19 -16 -18 -22 -13 24 -5 -12 -2
right_child=8 2 5 6 -6 -7 11 -9 10 14 25 13 -14 -15 16 -17 20 18 -20 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=-0.00031212922328582128 -0.00020076941606150434 -0.0020187637916056901 -0.00037547303184564871 0.0001257270048879445 -0.0021413515643047961 0.00051337035124147446 0.00083383179259660873 -0.0010054990618817304 -9.4174957053774593e-05 -0.00037232417756827724 0.00023934439598575919 -4.2742335436114342e-05 -5.0117999455450342e-05 0.00049305311127075132 -0.00010991008885619479 0.00028175654321071581 0.00049102017390859347 0.00086829210570208435 8.8069314308103077e-05 0.0004445928282752148 -0.00019677188356006638 2.8543297942422318e-05 0.00027348707746622288 0.00029028045021568707 -0.00037659197312115068 0.00075027491671802061 -0.00055735624109000544
leaf_weight=46 47 53 81 85 46 48 53 65 48 64 49 503 52 51 125 63 47 49 48 51 240 1508 89 52 76 48 46
leaf_count=46 47 53 81 85 46 48 53 65 48 64 49 503 52 51 125 63 47 49 48 51 240 1508 89 52 76 48 46
internal_value=0 -0.000151503 -0.000619594 -7.86743e-05 -0.00061361 -3.83946e-05 1.3417e-06 -0.000242369 2.48618e-05 6.68908e-06 0.000298074 9.30129e-05 0.00038827 4.35252e-05 2.42003e-05 2.36155e-05 3.68677e-05 0.000207062 0.000490642 4.61185e-05 1.0527e-05 -1.92411e-06 3.41611e-06 -5.64487e-06 -0.000106308 0.000500616 -0.000385948
internal_weight=0 1363 182 1181 155 129 1026 278 2370 2225 145 748 105 643 2132 109 2068 273 97 176 1795 1748 592 213 161 97 93
internal_count=3733 1363 182 1181 155 129 1026 278 2370 2225 145 748 105 643 2132 109 2068 273 97 176 1795 1748 592 213 161 97 93
is_linear=0
shrinkage=0.0995203


Tree=8002
num_leaves=25
num_cat=0
split_feature=3 17 17 2 26 22 5 5 6 3 9 17 17 1 5 1 4 10 10 19 29 29 6 4
split_gain=0.00221921 0.011557 0.048475 0.00157445 0.00257034 0.00124892 0.00157197 0.00401089 0.00146225 0.00109164 0.00135064 0.00119453 0.00102655 0.00138354 0.00152139 0.00115362 0.001736 0.00112736 0.00148446 0.00108833 0.000905967 0.000999171 0.000736794 0.000699698
threshold=0.088685000000000028 0.052150000000000009 0.07134500000000002 -0.087444999999999995 0.087525000000000019 0.086140000000000008 -0.092239999999999989 -0.10123 0.092120000000000021 0.08777500000000002 0.087885000000000019 -0.12118 0.41106500000000007 -0.068094999999999989 -0.037239999999999995 0.44303500000000012 0.13980000000000004 0.090150000000000022 0.086175000000000015 0.11644500000000003 -0.077709999999999987 -0.011859999999999999 -0.09007999999999998 0.12205500000000002
decision_type=2 2 2 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 7 23 9 11 -11 -8 15 -14 19 17 -17 18 20 -15 22 -22 -2 -1
right_child=12 2 3 4 -6 -7 8 -9 -10 10 -12 -13 13 14 -16 16 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.00025786679531557467 0 -0.0035921951956589186 0.00039871544036650146 -0.00056131183235605669 0.00030560671148282208 0.00043711008529911846 0.0003535944336628876 -0.00099348078920712709 -0.00043543087225887515 4.2530680950540849e-05 -0.00063352273742866823 4.0324181467680748e-05 0.00061340825480441375 0.00063600127363175741 -0.00032184458979152373 0.00053985832178025288 -0.00017722957290910567 -0.00050713202290345429 0.00054388881617121207 2.4313840745026623e-05 0.00039490939465772852 -1.8108059409957057e-05 -0.00050246185755951672 -0.00021577324244982597
leaf_weight=62 52 48 53 90 53 61 160 56 62 75 46 522 64 50 63 90 51 46 47 75 60 1718 68 61
leaf_count=62 52 48 53 90 53 61 160 56 62 75 46 522 64 50 63 90 51 46 47 75 60 1718 68 61
internal_value=0 -0.00013747 -0.00075736 -5.89374e-05 -0.000234282 0 -2.61642e-05 -0.000295024 2.85264e-05 6.53682e-05 -0.000207716 0.000115019 2.20461e-05 0.000212001 7.09968e-05 -2.23486e-08 0.00027468 -1.98876e-05 -7.94318e-06 0.000275538 -2.20395e-05 -3.71003e-06 -0.000286799 1.63167e-05
internal_weight=0 1349 244 196 143 1105 1044 179 865 803 121 682 2384 252 188 2132 141 1991 1945 125 1898 1778 120 123
internal_count=3733 1349 244 196 143 1105 1044 179 865 803 121 682 2384 252 188 2132 141 1991 1945 125 1898 1778 120 123
is_linear=0
shrinkage=0.0995203


Tree=8003
num_leaves=23
num_cat=0
split_feature=3 3 3 2 3 9 9 9 4 8 8 3 0 1 2 9 6 3 10 10 4 20
split_gain=0.00189217 0.00929752 0.00165285 0.00223888 0.00132959 0.00595405 0.010851 0.00246724 0.00317655 0.00192245 0.0033349 0.00159399 0.00148681 0.00125519 0.00223668 0.00209401 0.000808597 0.000816524 0.000743238 0.00122557 0.000542475 0.00116219
threshold=0.084380000000000024 0.083875000000000019 0.084795000000000023 -0.084674999999999986 0.088685000000000028 0.088365000000000013 0.08938500000000002 0.083925000000000013 0.084900000000000017 -0.084855 -0.086304999999999993 0.087675000000000017 -0.090124999999999997 -0.08616 -0.086254999999999984 0.082335000000000019 -0.46885499999999997 0.08888500000000002 0.090150000000000022 0.086275000000000018 0.13528000000000004 -0.014955
decision_type=2 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 -2 5 7 -7 8 12 10 -9 -11 -4 15 -15 -1 -6 -18 19 -19 21 -16
right_child=2 -3 4 -5 16 6 -8 9 -10 11 -12 -13 -14 14 20 -17 17 18 -20 -21 -22 -23
leaf_value=-4.2904820006907809e-05 0.00090378714813264219 -0.0011219048023811955 -0.00027657903649235758 -5.784467458805543e-05 0.00033954035759061428 -0.0019263431666798098 0.00014480004696750724 8.525926271779052e-05 0.00026511826269111621 4.4644443339383239e-05 0.00097320398039388984 -0.00048791617679859309 -0.0010833395104916646 -0.00062597409300554625 -0.00022198035322562915 0.00075953092462852155 0.00040675199586601228 -1.6867389100612917e-06 -0.00036812903112168289 0.00050643795693157325 -0.00022370295401603245 0.00037749306158744739
leaf_weight=89 46 91 46 47 76 48 51 213 48 181 53 79 52 68 50 49 50 2157 53 48 54 84
leaf_count=89 46 91 46 47 76 48 51 213 48 181 53 79 52 68 50 49 50 2157 53 48 54 84
internal_value=0 -0.000215192 -4.16289e-06 0.000408999 -1.66011e-05 -0.000130347 -0.000851122 -2.29436e-05 -0.000385826 7.62242e-05 0.000265258 -0.000114024 -0.00071301 -3.69527e-06 -0.00013615 0.000236086 1.98417e-05 8.95966e-06 0 9.00323e-06 3.66659e-05 0.0001477
internal_weight=0 485 3248 93 3155 771 99 672 146 526 266 260 98 394 256 138 2384 2308 2258 2205 188 134
internal_count=3733 485 3248 93 3155 771 99 672 146 526 266 260 98 394 256 138 2384 2308 2258 2205 188 134
is_linear=0
shrinkage=0.0995203


Tree=8004
num_leaves=30
num_cat=0
split_feature=5 17 17 2 2 1 5 9 7 3 9 9 8 0 9 8 0 0 8 9 5 4 2 3 3 0 0 9 3
split_gain=0.00900307 0.0247003 0.0412108 0.0113149 0.0469194 0.00418505 0.0155557 0.00171699 0.00646461 0.00155022 0.00177847 0.00310011 0.00229162 0.00146936 0.00232417 0.00415242 0.00218341 0.00398825 0.00204715 0.00129887 0.00136212 0.00138033 0.00120445 0.00100928 0.00155478 0.000941678 0.000912418 0.000499056 0.000532317
threshold=-0.093384999999999982 -0.0046399999999999992 -0.060269999999999997 -0.11700999999999999 -0.15012499999999998 -0.082489999999999994 -0.037239999999999995 0.11408000000000003 0.081125000000000017 0.085910000000000028 0.083715000000000026 0.084115000000000009 -0.012329999999999999 -0.052884999999999995 0.097365000000000021 -0.070134999999999989 -0.076439999999999994 -0.069824999999999984 -0.066829999999999987 0.10341500000000002 -0.10894 0.14646500000000004 -0.06454 0.087925000000000017 0.088845000000000021 -0.080074999999999993 -0.081424999999999984 0.095415000000000014 0.10174000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 27 6 -5 8 19 10 12 -12 -8 14 16 -16 25 -18 -15 20 21 -3 -17 26 -25 -7 -11 28 -2
right_child=3 7 -4 5 -6 13 9 -9 -10 23 11 -13 -14 18 15 22 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=2.2837391532551811e-05 0.00011400830724464528 5.7101823649111772e-05 -0.0037870046060997724 0.001951484273556912 0.003634138950035106 -2.3080993122229154e-05 -0.00040816054922416525 -0.00049155886868958382 0.0011450090948080431 -0.0005472069296628562 0.0011894108152691511 0.00025633411070019032 0.00051860201132465753 -0.00085442782878790988 0.00098755756986841571 -0.00013320353517890036 -0.0006358183452111739 0.00013196341172247783 -2.2212108382021823e-05 -0.00057919526745321128 -0.00046803996426727422 -0.0004991621802089176 0.00039402122922910248 0.00058187833187338649 5.8788016443293755e-06 0.00024728865225002842 2.3333849953241325e-05 0.00028348572074251617 -0.00032117743652109479
leaf_weight=65 65 546 49 50 46 950 62 77 46 52 48 147 46 49 62 124 154 116 78 47 65 48 65 56 289 147 54 64 47
leaf_count=65 65 546 49 50 46 950 62 77 46 52 48 147 46 49 62 124 154 116 78 47 65 48 65 56 289 147 54 64 47
internal_value=0 -0.000233833 -0.00160755 0.000122067 0.000803817 6.23702e-05 0.000250324 -4.39388e-05 8.06097e-07 0.00013643 0.000310697 0.000490213 -5.84842e-06 -2.37596e-05 1.32199e-06 0.00028017 -4.92796e-05 -0.000302925 -0.000349749 -7.25859e-05 -3.52122e-05 1.0773e-05 4.37858e-05 1.75345e-05 0.000101747 1.24028e-05 -0.000248831 5.94221e-05 -6.13052e-05
internal_weight=0 943 114 2771 222 2549 804 829 752 754 303 195 108 1745 1618 251 1367 270 127 706 659 594 189 451 345 1097 106 176 112
internal_count=3714 943 114 2771 222 2549 804 829 752 754 303 195 108 1745 1618 251 1367 270 127 706 659 594 189 451 345 1097 106 176 112
is_linear=0
shrinkage=0.0995203


Tree=8005
num_leaves=30
num_cat=0
split_feature=1 26 18 1 0 6 18 21 21 1 3 20 6 18 26 3 21 20 18 26 6 20 3 26 26 18 3 3 3
split_gain=0.00719181 0.00836128 0.00925183 0.00812859 0.0144851 0.00318118 0.0133206 0.00197453 0.00346751 0.0157956 0.0022796 0.00171445 0.00458414 0.00168504 0.00172822 0.00171994 0.0013628 0.00123712 0.00116365 0.00105249 0.0010388 0.000970547 0.000961049 0.00211753 0.00362566 0.00313733 0.00141885 0.00123035 0.000681517
threshold=-0.082489999999999994 -0.093999999999999986 0.16375000000000003 -0.080349999999999991 -0.083514999999999992 -0.0072949999999999994 -0.090254999999999988 0.094920000000000018 0.089005000000000015 0.05340000000000001 0.093615000000000018 -0.079725000000000004 -0.034094999999999993 -0.070914999999999992 0.11991000000000003 0.10850000000000003 0.096850000000000033 -0.08231999999999999 0.087505000000000013 0.090020000000000031 -0.049005 -0.072324999999999987 0.08888500000000002 0.091195000000000012 0.089485000000000023 -0.015440000000000001 0.090360000000000024 0.093715000000000021 0.10038500000000002
decision_type=2 2 2 2 2 2 2 2 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 22 4 18 7 -7 8 11 10 -10 17 -13 19 15 -15 -9 -5 -2 -8 21 -18 23 24 25 -3 -24 -28 -29
right_child=3 2 -4 5 -6 6 13 16 9 -11 -12 12 -14 14 -16 -17 20 -19 -20 -21 -22 -23 26 -25 -26 -27 27 28 -30
leaf_value=0.0014142795263331102 -0.00035576341865391231 0.00047060115753770664 0.00150139624753361 -1.1354175423965603e-05 -0.0019055881174125328 0.0016643182357273093 0 0.00051166262743432267 0.00018731929474624591 -0.0021411436755347461 -0.00049957586262146302 -4.8859950974303977e-05 -0.00084096252465502884 0.00026374230583794695 -0.00034637074872615256 -0.000166549910783802 0.00019007742166769558 0.00041863959387450616 0.00032501829583134992 -0.00064706905906582613 -0.00044151115571357637 -7.05469448355327e-05 -0.00044765795033775387 0.00072367685256646038 -0.00067571982033471278 -8.3826917443267549e-05 0.00047479633909201297 -0.00029750124699192153 6.8865090015018441e-05
leaf_weight=58 46 223 50 264 64 54 46 57 111 47 83 402 89 412 73 116 247 87 54 52 48 326 61 67 50 181 62 65 219
leaf_count=58 46 223 50 264 64 54 46 57 111 47 83 402 89 412 73 116 247 87 54 52 48 326 61 67 50 181 62 65 219
internal_value=0 0.000251219 0.000181407 -5.74724e-05 -0.000736414 -1.28562e-05 0.000157961 -8.63621e-05 -0.000169905 -0.000503345 -0.000102339 -7.34939e-05 -0.000194106 4.04185e-05 0.00010386 0.000167658 4.58767e-05 9.28933e-05 3.67243e-06 -0.000340291 1.80518e-06 4.03703e-05 0.000109404 0.00019895 0.00011971 0.00022018 -3.21197e-06 7.27782e-05 -1.21039e-05
internal_weight=0 1036 978 2678 164 2514 753 1761 1083 241 194 842 491 699 601 528 678 351 100 98 621 573 928 521 454 404 407 346 284
internal_count=3714 1036 978 2678 164 2514 753 1761 1083 241 194 842 491 699 601 528 678 351 100 98 621 573 928 521 454 404 407 346 284
is_linear=0
shrinkage=0.0995203


Tree=8006
num_leaves=25
num_cat=0
split_feature=18 2 9 18 8 8 26 8 17 8 1 9 9 20 18 8 17 20 9 17 1 26 9 8
split_gain=0.00588412 0.0229772 0.0301828 0.0055478 0.00370913 0.0104586 0.0296237 0.00201335 0.00199505 0.00166237 0.00153375 0.00195106 0.00302184 0.00223886 0.00149054 0.0013448 0.00108057 0.000948629 0.000831006 0.000587819 0.000923599 0.0004068 0.000731217 0.000573111
threshold=-0.090899999999999995 -0.11700999999999999 0.094835000000000017 0.26473000000000008 -0.088520000000000001 -0.092299999999999993 0.085235000000000019 -0.087770000000000001 -0.0064000000000000003 -0.08731499999999999 -0.50290499999999982 0.083760000000000015 0.084985000000000019 -0.0065649999999999997 -0.086064999999999989 -0.085385000000000003 -0.0017249999999999998 -0.0039399999999999991 0.088995000000000019 0.12374500000000002 0.18123500000000006 0.085155000000000022 0.087295000000000025 -0.09547499999999999
decision_type=2 2 2 2 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 19 -7 -6 10 -9 -3 13 -13 -12 17 -16 -8 -11 -14 21 -21 23 -23 -2
right_child=3 8 -4 -5 7 6 16 9 -10 14 11 12 18 -15 15 -17 -18 -19 -20 20 -22 22 -24 -25
leaf_value=0.0035560880447195278 4.2470651035433075e-05 0.00054563228041482298 0 0.00082844059427711033 0.00055397519459979489 -0.0022785087185019362 -0.00011868017074644182 -0.00055994018524222974 0.00059731769810226511 -0.00054781910557286366 1.6616300907205262e-05 0.00081199623504136327 -0.00031390203164834417 -0.00076830884953184677 0.00029455265336769611 7.7015658027677036e-06 0.00046171746282001885 -5.9906796308279101e-05 5.4660729212998038e-05 3.5198052251119824e-06 -0.00054569210208054732 -0.00025828838921280745 0.00012130517718909912 0.00042833161294392891
leaf_weight=46 219 46 48 72 66 85 87 52 61 72 70 47 83 70 180 1680 49 97 217 72 49 103 95 48
leaf_count=46 219 46 48 72 66 85 87 52 61 72 70 47 83 70 180 1680 49 97 217 72 49 103 95 48
internal_value=0 0.00028834 0.0017344 -3.39806e-05 -5.52782e-05 -0.000237226 -0.000820698 1.27299e-05 5.81239e-05 -4.04265e-06 -2.04909e-06 -5.54618e-05 6.90817e-05 -0.000369999 9.80066e-06 3.59015e-05 8.44145e-05 -0.000272619 -4.45796e-05 -1.57821e-05 -0.000212123 3.35482e-05 -7.20257e-05 0.000114905
internal_weight=0 688 94 3026 2954 807 221 2147 594 2081 533 487 347 140 2029 1860 136 169 300 586 121 465 198 267
internal_count=3714 688 94 3026 2954 807 221 2147 594 2081 533 487 347 140 2029 1860 136 169 300 586 121 465 198 267
is_linear=0
shrinkage=0.0995203


Tree=8007
num_leaves=21
num_cat=0
split_feature=27 18 18 8 2 2 8 1 17 8 2 8 17 18 1 2 1 27 20 26
split_gain=0.00554341 0.0461748 0.0056607 0.00466856 0.0138823 0.0552343 0.00168296 0.00137624 0.00177803 0.00115704 0.00124667 0.000910036 0.000954993 0.00065403 0.000615441 0.000297163 0.000879465 0.000748521 0.00041866 0.00038488
threshold=1.0000000180025095e-35 -0.089929999999999996 0.26473000000000008 -0.088520000000000001 -0.081804999999999989 -0.082830000000000001 -0.087635000000000005 -0.50388999999999995 -0.14679499999999998 -0.087129999999999999 -0.10934999999999999 -0.090969999999999995 0.12374500000000002 -0.0010249999999999999 -0.080844999999999986 -0.037414999999999997 0.50462500000000021 0.10153000000000002 -0.052259999999999994 0.086580000000000032
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 5 13 -5 8 -8 -9 -11 12 14 -1 -6 17 18 19 -17 -3
right_child=1 15 -4 6 11 -7 7 9 -10 10 -12 -13 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.00022079867887561579 0.0033391224836331426 0.0001105723244262757 0.0009214239569415246 0.00049601135666481051 -0.00019915292193684844 -0.0039111921571448266 -3.0574171485230681e-05 -0.00042515307426454054 0.00077453420226656245 -0.00023906296053456276 2.5546485128054162e-05 0.00038976497835657221 -0.00032848611413391945 -0.0002202186349853574 0.00011730454391314945 -0.00013961600064628721 -0.00043444833948244523 0.00042284202459293873 0.00019474220035657633 -0.00024305803009451696
leaf_weight=74 46 71 62 72 80 48 53 64 52 192 2150 55 90 60 244 68 53 49 79 52
leaf_count=74 46 71 62 72 80 48 53 64 52 192 2150 55 90 60 244 68 53 49 79 52
internal_value=0 0.000364583 -1.99993e-05 -3.83008e-05 -0.000276571 -0.00101435 2.14342e-05 7.50026e-06 0.00036035 -7.55818e-06 3.50394e-06 7.98459e-06 -4.07577e-05 1.72191e-05 3.66403e-05 -1.03634e-06 -8.56752e-05 9.26214e-05 3.45042e-05 -3.22745e-05
internal_weight=0 418 3296 3234 651 182 2583 2511 105 2406 2342 469 414 134 324 372 200 172 147 123
internal_count=3714 418 3296 3234 651 182 2583 2511 105 2406 2342 469 414 134 324 372 200 172 147 123
is_linear=0
shrinkage=0.0995203


Tree=8008
num_leaves=17
num_cat=0
split_feature=20 20 20 22 17 18 18 8 3 17 17 9 2 9 2 3
split_gain=0.0234031 0.00304748 0.0304148 0.00267339 0.00250206 0.00496651 0.000986812 0.00089341 0.00113183 0.000816281 0.0012243 0.000865697 0.00148509 0.00119516 0.000699946 0.000599733
threshold=-0.41270499999999993 -0.080384999999999998 -0.081114999999999993 0.13240000000000005 0.50822500000000015 -0.065634999999999985 0.15374500000000005 -0.51030999999999993 0.13902500000000004 -0.46515999999999996 -0.15802999999999998 0.083955000000000016 -0.01504 0.084535000000000013 -0.079284999999999994 0.10393500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 6 -6 7 -3 -9 -2 -11 12 -12 -13 -8 -7
right_child=1 3 -4 -5 5 15 14 8 -10 10 11 13 -14 -15 -16 -17
leaf_value=0.0023071611431274858 0.00033788238879199476 0.0003527853341481094 0.0026515047274187583 0.0007317876185871584 0.0012332008187005818 -0.00019770695042810492 -3.4947410358554086e-05 -4.6366535709544063e-05 0.00021941976277418937 -0.00037647618156037464 0.00063608673244718061 -0.00049007149231412254 3.315915306510894e-05 4.8568263087246961e-05 -0.00057806879674842998 0.0002721775651169513
leaf_weight=46 91 62 48 49 47 61 47 2431 169 69 63 47 122 302 55 48
leaf_count=46 91 62 48 49 47 61 47 2431 169 69 63 47 122 302 55 48
internal_value=0 4.7932e-05 0.000228347 2.5678e-06 -9.38877e-06 0.00037798 -3.1548e-05 -1.95812e-05 -2.87756e-05 5.95709e-05 1.62127e-05 6.84865e-05 0.000242906 -2.1625e-05 -0.000335833 1.70437e-06
internal_weight=0 3711 742 2969 2920 156 2764 2662 2600 694 603 534 185 349 102 109
internal_count=3757 3711 742 2969 2920 156 2764 2662 2600 694 603 534 185 349 102 109
is_linear=0
shrinkage=0.0995203


Tree=8009
num_leaves=17
num_cat=0
split_feature=20 5 17 9 23 17 26 22 5 0 9 6 6 3 0 8
split_gain=0.0189744 0.00284533 0.0309239 0.00255085 0.00280143 0.00221484 0.00510642 0.00156262 0.00105833 0.00155034 0.000831094 0.000825206 0.00121352 0.00324938 0.00109372 0.000794225
threshold=-0.41270499999999993 -0.12429 -0.008069999999999999 0.11408000000000003 -0.066844999999999988 0.50822500000000015 0.095385000000000011 0.096620000000000025 -0.09583499999999999 -0.1021 0.098465000000000011 -0.13803499999999999 -0.095814999999999997 0.093615000000000018 -0.096359999999999987 -0.0077949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 8 -7 10 9 -3 -6 15 13 -13 -14 -10
right_child=1 5 3 -5 7 6 -8 -9 11 -11 -12 12 14 -15 -16 -17
leaf_value=0.0020775520464441223 0.0024660454773101901 -0.00076455245961057599 0.00080239172779662349 -0.00050418527534409907 1.9223864730147336e-05 -0.00011760862322679334 0.0010464375559899122 0.000474772263831806 -6.1549434811428456e-05 -1.6988023611337695e-06 -0.00039649020368988803 0.00095439887966397607 -0.00021419510031042981 -0.00014115141120793273 1.1435246089270799e-05 -0.00058691248717660134
leaf_weight=46 56 46 52 77 449 87 64 71 86 67 53 47 235 60 2215 46
leaf_count=46 56 46 52 77 449 87 64 71 86 67 53 47 235 60 2215 46
internal_value=0 4.32276e-05 0.000215232 3.45135e-05 0.000102191 -6.46595e-07 0.000370341 3.72188e-05 -2.09313e-05 -0.000319486 -2.30356e-05 -8.08069e-06 4.13073e-06 0.000332421 -9.87272e-06 -0.000250832
internal_weight=0 3711 758 702 625 2953 151 573 2802 113 502 2689 2557 107 2450 132
internal_count=3757 3711 758 702 625 2953 151 573 2802 113 502 2689 2557 107 2450 132
is_linear=0
shrinkage=0.0995203


Tree=8010
num_leaves=18
num_cat=0
split_feature=6 5 5 5 17 9 20 9 3 27 21 9 20 21 3 2 20
split_gain=0.0167773 0.00234448 0.0263478 0.00217555 0.0016903 0.00420548 0.00142202 0.00127782 0.00331712 0.000783627 0.00076573 0.00150739 0.00191885 0.00114353 0.00258206 0.00117889 0.00109458
threshold=0.23153500000000005 -0.10894 -0.13803499999999999 -0.09583499999999999 0.50822500000000015 0.094375000000000028 0.15091500000000005 0.11408000000000003 0.14940500000000004 0.096290000000000028 0.094640000000000016 0.097680000000000031 0.0057800000000000013 0.090285000000000018 0.092735000000000026 0.12610000000000002 -0.074014999999999984
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 10 -6 7 8 9 -1 13 12 -12 15 -15 -5 -13
right_child=-2 3 -4 4 5 -7 -8 -9 -10 -11 11 16 -14 14 -16 -17 -18
leaf_value=3.3193324545672477e-06 0.001741295713254419 -0.00055086434168466762 0.0022098767090969907 -1.794844941888425e-05 -0.00014534009690604543 0.00089800648844310087 0.00056052778879863189 -0.00041416478429267281 0.00074488728634976092 -0.00035281724962138618 -0.00035590394959343505 0.00052700592429710195 0.00018301931021998761 0.00083372486474238988 -8.643591522849383e-05 0.00038403451576656195 -3.5758266406301552e-05
leaf_weight=504 58 71 59 1954 82 70 46 70 59 69 282 49 83 53 67 75 106
leaf_count=504 58 71 59 1954 82 70 46 70 59 69 282 49 83 53 67 75 106
internal_value=0 3.49473e-05 0.00018497 -6.63298e-06 6.77426e-06 0.000329763 2.41573e-05 -9.82337e-06 3.3666e-05 -3.81376e-05 -1.13133e-05 -0.000119851 -0.000231111 1.45691e-05 0.000313147 -2.68607e-06 0.000136866
internal_weight=0 3699 807 2892 2821 152 748 702 632 573 2669 520 365 2149 120 2029 155
internal_count=3757 3699 807 2892 2821 152 748 702 632 573 2669 520 365 2149 120 2029 155
is_linear=0
shrinkage=0.0995203


Tree=8011
num_leaves=17
num_cat=0
split_feature=21 5 5 17 1 21 5 0 9 7 3 17 3 5 17 21
split_gain=0.0148458 0.00206781 0.0259199 0.00147543 0.00506909 0.00123768 0.00118637 0.0015526 0.00115715 0.00483965 0.000884008 0.000775048 0.00179058 0.000959336 0.000770652 0.000635811
threshold=-0.10962999999999999 -0.12429 -0.14289499999999997 0.50644500000000015 -0.066524999999999987 0.11987500000000002 -0.09583499999999999 -0.1021 0.11408000000000003 0.081185000000000021 0.10174000000000002 0.26430000000000003 0.092635000000000023 -0.092864999999999989 -0.031185000000000001 -0.072824999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 6 -5 8 7 -3 9 15 -6 13 -13 -8 -15 -2
right_child=1 3 -4 4 10 -7 11 -9 -10 -11 -12 12 -14 14 -16 -17
leaf_value=0.0014709127437784978 -0.00032010040205843893 -0.00078893513124142034 0.0021960325900139627 0.0011042101482712325 -0.00036275396916229024 0.00047134954462663923 0.00042247679157136442 -2.4621445022428027e-05 -0.00042500533472641038 0.00099095462312160645 0.00019733687292882278 -0.00069779721973939226 2.7685020024320089e-05 -5.4252098653640116e-05 5.9357158088915908e-05 -2.2422616420369998e-05
leaf_weight=72 87 46 58 51 58 52 52 67 67 46 52 53 87 1507 970 432
leaf_count=72 87 46 58 51 58 52 52 67 67 46 52 53 87 1507 970 432
internal_value=0 2.75287e-05 0.000176058 -9.64079e-06 0.000282836 3.57633e-06 -2.68613e-05 -0.000343003 -3.36161e-05 1.13476e-05 -9.05417e-05 -1.31698e-05 -0.000241115 -2.27522e-07 -9.43191e-06 -7.38997e-05
internal_weight=0 3685 742 2943 161 684 2782 113 632 565 110 2669 140 2529 2477 519
internal_count=3757 3685 742 2943 161 684 2782 113 632 565 110 2669 140 2529 2477 519
is_linear=0
shrinkage=0.0995203


Tree=8012
num_leaves=27
num_cat=0
split_feature=10 1 9 9 20 9 8 8 9 26 9 3 1 9 6 3 17 3 26 1 9 9 9 17 1 1
split_gain=0.0220558 0.00345999 0.00829668 0.0282841 0.00289538 0.00256746 0.00114788 0.00146381 0.00107819 0.00102381 0.00393156 0.00367656 0.0030492 0.00242788 0.00219045 0.00183304 0.00155738 0.00393422 0.00170507 0.0013284 0.000998299 0.00132631 0.00153496 0.00094203 0.00191997 0.00190053
threshold=0.096215000000000023 -0.082489999999999994 0.090695000000000012 0.09227500000000001 -0.23803499999999997 0.09550500000000002 -0.081415000000000001 -0.083804999999999991 0.099125000000000033 0.09271500000000002 0.097365000000000021 0.09940000000000003 -0.047239999999999997 0.094010000000000024 0.10449000000000003 0.098000000000000018 0.070205000000000017 0.089655000000000026 -0.2382 0.058455000000000014 0.088135000000000033 0.086315000000000017 0.084715000000000026 -0.0090649999999999984 -0.08616 -0.08616
decision_type=2 2 2 2 2 2 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 -3 -5 7 23 -7 14 12 -12 13 -11 16 -14 18 -18 -6 -13 21 22 -8 24 -1 -25
right_child=-2 4 3 5 9 8 20 -9 -10 10 11 19 15 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 25 -26 -27
leaf_value=-6.064091922767039e-05 0.0020464983662379982 -0.00066829409654323819 0.0028457637986842909 0.00060388297215085605 -0.00055020673273190545 -0.00053455990891224223 0.00020060794041699132 -0.0005030247449275473 8.4562869416899362e-05 -0.00029765280630565552 0.0007477492886589698 5.8670604731895892e-05 0.00037158798980761423 -0.00095392309032167307 0.00046996154128137662 -0.00028508847344394899 -0.00065137408745675302 2.1148433091682412e-05 2.5088104268120899e-05 -0.00050327328553375435 -0.00028905649637270736 0.00060963035358557185 -0.00039221341364677789 0.00011640042361375038 0.00064511123047849065 -0.00069431880124639614
leaf_weight=180 52 80 47 60 53 52 224 81 56 130 70 165 65 105 86 118 136 229 1358 55 51 59 53 58 48 54
leaf_count=180 52 80 47 60 53 52 224 81 56 130 70 165 65 105 86 118 136 229 1358 55 51 59 53 58 48 54
internal_value=0 -1.748e-05 0.000137694 0.000687168 -7.76917e-05 7.84011e-05 -7.5023e-06 -0.000122178 -0.000205954 -5.89887e-05 -0.000161018 0.000118424 -0.000356849 -0.000594364 -1.97536e-05 -4.73693e-05 -4.39283e-05 -0.000227193 2.89868e-06 -7.80944e-05 0.000115133 0.00017892 8.42247e-05 -2.90394e-05 8.43481e-05 -0.000267173
internal_weight=0 3673 1023 215 2650 168 808 421 108 2570 708 290 418 235 1862 183 1776 365 1411 220 387 336 277 340 228 112
internal_count=3725 3673 1023 215 2650 168 808 421 108 2570 708 290 418 235 1862 183 1776 365 1411 220 387 336 277 340 228 112
is_linear=0
shrinkage=0.0995203


Tree=8013
num_leaves=16
num_cat=0
split_feature=22 1 27 1 20 2 8 9 26 6 1 6 17 9 26
split_gain=0.0282822 0.00257201 0.00623874 0.00559163 0.00221222 0.00149864 0.00140248 0.00105023 0.0012055 0.00248636 0.00221995 0.00186815 0.000902923 0.000674292 0.000623096
threshold=0.13264000000000004 -0.082489999999999994 0.085370000000000015 -0.083684999999999996 -0.23803499999999997 -0.241895 0.097995000000000013 0.11891000000000003 0.09271500000000002 0.11816500000000002 -0.076894999999999991 0.11229000000000001 0.070205000000000017 0.15321500000000005 0.089725000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 14 8 11 10 -10 12 -6 -9 -7
right_child=-2 4 -4 -5 7 6 -8 13 9 -11 -12 -13 -14 -15 -16
leaf_value=0.00052501810103622619 0.0024102640848737852 -0.00059303666511794598 0.0011540426450856957 0.0011245962358439213 -1.0025262014314174e-05 -4.9787632262046337e-05 -0.00052619807494238039 0.00039778732289986427 -0.00048463324556772641 -0.00089767976049792209 -2.5189038307267466e-05 0.00057513363173159946 -0.00018721213266887873 -5.8109489873174776e-05 0.00014628400817740236
leaf_weight=51 48 79 54 46 1392 608 53 80 137 46 453 49 362 49 218
leaf_count=51 48 79 54 46 1392 608 53 80 137 46 453 49 362 49 218
internal_value=0 -2.11037e-05 0.000112014 5.35225e-05 -7.32119e-05 0 -2.98856e-05 -5.69016e-05 -7.17913e-05 -0.000189836 -0.000133261 -2.96974e-05 -4.70608e-05 0.000218271 9.69021e-07
internal_weight=0 3677 1030 976 2647 930 879 2568 2439 636 590 1803 1754 129 826
internal_count=3725 3677 1030 976 2647 930 879 2568 2439 636 590 1803 1754 129 826
is_linear=0
shrinkage=0.0995203


Tree=8014
num_leaves=12
num_cat=0
split_feature=20 20 10 1 1 10 21 26 6 2 20
split_gain=0.01837 0.00219474 0.00219023 0.00368956 0.00971059 0.00285967 0.000937245 0.000890758 0.00132521 0.000800959 0.000702569
threshold=0.24030500000000005 -0.41270499999999993 0.090150000000000022 -0.16272499999999998 -0.34140499999999996 0.085090000000000013 0.13118000000000005 -0.23202999999999999 -0.42102499999999998 0.096520000000000022 -0.000135
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 9 7 -5 -9 -3 -8
right_child=-2 2 -4 6 -6 -7 10 8 -10 -11 -12
leaf_value=-0.00070505196434334817 0.0015945714816942816 -0.00024597691014479489 -0.0005413243777427553 -0.00038323329757586892 0.0015211542736767345 0.00076042874601403533 -9.6612282585367869e-05 0.00026352682616786577 -3.1422979150285732e-05 0.00011594523412334232 -0.00060696759912356991
leaf_weight=46 71 122 76 67 55 50 71 159 2843 117 48
leaf_count=46 71 122 76 67 55 50 71 159 2843 117 48
internal_value=0 -2.16405e-05 -1.27004e-05 -1.09397e-06 0.000308314 7.46639e-05 -3.47373e-05 -2.38225e-05 -1.55284e-05 -6.53764e-05 -0.000309349
internal_weight=0 3654 3608 3532 344 289 3188 3069 3002 239 119
internal_count=3725 3654 3608 3532 344 289 3188 3069 3002 239 119
is_linear=0
shrinkage=0.0995203


Tree=8015
num_leaves=19
num_cat=0
split_feature=22 1 9 3 9 20 26 2 18 18 9 9 9 7 26 9 9 8
split_gain=0.0222743 0.00191366 0.00597952 0.0206338 0.00280298 0.00150357 0.00101978 0.00125118 0.00114459 0.00180135 0.00163445 0.000818436 0.00105893 0.00415973 0.00134141 0.000766688 0.000583537 0.000208571
threshold=0.13264000000000004 -0.082489999999999994 0.091615000000000016 0.092735000000000026 0.09550500000000002 -0.23803499999999997 0.10038000000000001 -0.10934999999999999 -0.093649999999999997 -0.087724999999999984 0.083760000000000015 0.11891000000000003 0.11296000000000002 0.081185000000000021 0.11991000000000003 0.099125000000000033 0.15321500000000005 -0.076924999999999993
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 7 17 10 -10 -9 12 13 14 -7 -6 -13 -1
right_child=-2 5 3 4 15 11 -8 8 9 -11 -12 16 -14 -15 -16 -17 -18 -19
leaf_value=-0.00021898006560179073 0.0021381317213444665 -0.00049340974346041161 0.0024330642947641657 0.00066224837143219353 -0.00054640314237067601 -5.1805690700307004e-05 0.00035049864234626291 0 -0.00048057094015027495 5.6355245402109275e-06 0.00070520625618923855 0.00035902165124721653 -0.0004217558777514168 0.0008639307992081227 -0.00037650899724222625 0 -6.4883964154343761e-05 -0.00055646285721971055
leaf_weight=48 48 79 46 49 47 2176 66 101 91 424 49 80 80 48 135 62 49 47
leaf_count=48 48 79 46 49 47 2176 66 101 91 424 49 80 80 48 135 62 49 47
internal_value=0 -1.95949e-05 9.51793e-05 0.00057784 3.25303e-05 -6.45651e-05 -2.30341e-05 -5.65497e-05 -7.03109e-06 -7.86872e-05 0.000233531 -5.10537e-05 -6.42265e-05 -5.17546e-05 -7.11279e-05 -0.000243044 0.000191657 -0.000394563
internal_weight=0 3677 1030 204 158 2647 826 760 665 515 150 2568 2439 2359 2311 109 129 95
internal_count=3725 3677 1030 204 158 2647 826 760 665 515 150 2568 2439 2359 2311 109 129 95
is_linear=0
shrinkage=0.0995203


Tree=8016
num_leaves=17
num_cat=0
split_feature=22 2 5 2 36 3 2 2 3 8 5 9 9 29 29 0
split_gain=0.00160811 0.00134576 0.00111356 0.0013488 0.000834004 0.00138938 0.000882546 0.00170659 0.000831358 0.000791151 0.000939535 0.000624644 0.00485888 0.00330272 0.00115166 0.00089936
threshold=0.12953000000000006 -0.10934999999999999 -0.43873000000000001 -0.14531999999999998 0.088355000000000031 0.083725000000000022 -0.085804999999999992 -0.010784999999999998 0.11061500000000002 0.096835000000000018 0.063170000000000018 0.11296000000000002 0.11690000000000002 0.11485000000000002 0.084225000000000022 -0.057604999999999996
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 -3 -8 9 10 -4 13 -13 14 -7 -14
right_child=-2 4 3 -5 -6 11 7 -9 -10 -11 -12 12 15 -15 -16 -17
leaf_value=0.00015621824087935006 -0.00051166549209710819 6.5204229894820717e-05 -0.00038975828886585027 -0.00061510281798025728 0.00030965412529570364 1.2230922006762488e-05 -0.00078914038352936107 -5.0597215830537209e-05 0.00019401437704567978 -0.00060104100409486049 0.00014177537997584803 -0.0010163533917355559 0.00029259655418515767 0.00078205013160885571 -0.00045184110690744142 -0.00019857062726803983
leaf_weight=69 68 49 64 87 83 2699 63 66 52 48 65 50 99 55 54 57
leaf_count=69 68 49 64 87 83 2699 63 66 52 48 65 50 99 55 54 57
internal_value=0 -2.24345e-05 -0.000198459 -0.000278495 -1.49158e-06 -9.83861e-06 -0.000280114 -0.000417627 -0.000147038 -0.000251859 -0.000115585 5.85163e-06 -0.000161015 1.83848e-05 2.8308e-06 0.000107884
internal_weight=0 3660 385 316 3275 3192 178 129 229 177 129 3014 206 2808 2753 156
internal_count=3728 3660 385 316 3275 3192 178 129 229 177 129 3014 206 2808 2753 156
is_linear=0
shrinkage=0.0995203


Tree=8017
num_leaves=22
num_cat=0
split_feature=22 2 18 4 0 18 5 21 3 18 20 5 2 19 6 19 24 6 4 2 18
split_gain=0.00130363 0.0010886 0.00140202 0.00155197 0.0012994 0.000723483 0.00150294 0.00203999 0.00213961 0.00159322 0.00227152 0.00142803 0.00171936 0.00113836 0.00128754 0.000737151 0.000636541 0.000755524 0.000506857 0.000852616 0.000247878
threshold=0.12953000000000006 -0.10934999999999999 -0.060544999999999995 0.10353000000000002 1.0000000180025095e-35 -0.14624999999999996 0.11083500000000003 0.092470000000000011 0.10871500000000002 -0.015979999999999998 -0.0073549999999999996 0.060575000000000011 -0.073194999999999996 0.061375000000000013 -0.049814999999999991 -0.071824999999999986 0.083550000000000027 -0.14051999999999998 0.079225000000000018 -0.14884499999999998 -0.12363
decision_type=2 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 18 -5 13 11 9 -9 10 -8 16 -13 14 15 -3 17 -7 19 -4 -1
right_child=-2 5 3 4 -6 6 7 8 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00030858173061467097 -0.00046074452122139397 0.00026101751438151823 0.00022580067133000836 -8.1581211996562439e-05 0.0006529464793018216 0.00014766820143599426 0.001139785330153923 0.00024570026875985921 -0.00062280407219428963 1.1073552025594685e-05 0.00029909627760331311 -0.00065446573462740959 8.1850943164474076e-05 0.0002657090285947676 -0.00055058357672274161 -0.00023491199865232205 -0.00035965196651804399 -1.1657513690696463e-05 -0.0004131336405994462 -0.00035754860967569639 -0.00064424382643697839
leaf_weight=62 68 46 48 46 46 341 47 61 51 86 112 73 52 49 89 81 47 2140 80 50 53
leaf_count=62 68 46 48 46 46 341 47 61 51 86 112 73 52 49 89 81 47 2140 80 50 53
internal_value=0 -2.01795e-05 -0.000178497 -5.11366e-05 0.000276785 -1.31825e-06 1.23086e-05 0.000204154 -0.00014247 0.000365952 0.000552751 -1.31985e-05 -0.000341609 -0.000159187 -0.000259366 -4.88381e-05 2.71633e-06 9.91099e-06 -0.000225223 -6.34732e-05 -0.000470397
internal_weight=0 3660 385 270 92 3275 3010 357 112 245 159 2653 125 265 216 127 2528 2481 178 98 115
internal_count=3728 3660 385 270 92 3275 3010 357 112 245 159 2653 125 265 216 127 2528 2481 178 98 115
is_linear=0
shrinkage=0.0995203


Tree=8018
num_leaves=15
num_cat=0
split_feature=22 10 4 9 9 4 8 9 8 4 0 8 0 17
split_gain=0.00105664 0.000730445 0.000825839 0.00355108 0.00699357 0.0018825 0.001386 0.000934631 0.000807053 0.000785487 0.00157006 0.000613617 0.00129958 0.00030739
threshold=0.12953000000000006 0.090150000000000022 0.10495500000000003 0.11408000000000003 0.091485000000000025 0.10252500000000002 -0.099434999999999996 -0.093949999999999992 -0.087374999999999994 0.10845500000000002 -0.1525 -0.140375 -0.098180000000000003 -0.015464999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 9 6 11 -8 -9 -4 -11 13 -13 -1
right_child=-2 -3 3 -5 -6 -7 7 8 -10 10 -12 12 -14 -15
leaf_value=-0.0002867407306344136 -0.00041489111530508403 -0.00031789082375127935 0.00038869928953580934 -0.00067752242461492846 0.0013544175912202547 -0.00056204322817232687 -0.00039183144569567826 0.00013269473064184682 -1.5148339309979215e-05 -0.00040588683426990842 0.00010690576189889778 -0.00076845800812911887 -4.8522643465926864e-05 1.7751842722802159e-05
leaf_weight=52 68 79 63 52 46 65 59 436 2243 73 310 55 50 77
leaf_count=52 68 79 63 52 46 65 59 436 2243 73 310 55 50 77
internal_value=0 -1.81713e-05 -1.13306e-05 0.000101234 0.000185205 -3.17631e-05 -1.989e-05 0 8.60715e-06 6.27783e-05 7.02978e-06 -0.000252366 -0.000433428 -9.86435e-05
internal_weight=0 3660 3581 544 492 3037 2972 2738 2679 446 383 234 105 129
internal_count=3728 3660 3581 544 492 3037 2972 2738 2679 446 383 234 105 129
is_linear=0
shrinkage=0.0995203


Tree=8019
num_leaves=19
num_cat=0
split_feature=2 7 7 2 3 21 26 8 29 26 0 3 0 0 17 17 10 3
split_gain=0.000910505 0.000878996 0.00146261 0.0010258 0.00144738 0.000848702 0.00153954 0.00152961 0.00128924 0.00125458 0.00238463 0.00105099 0.00261652 0.00110565 0.00126804 0.00101575 0.000622722 0.000234825
threshold=-0.11700999999999999 0.082295000000000021 0.051600000000000014 -0.241895 0.11089500000000001 0.11987500000000002 -0.2382 0.10528000000000003 0.091190000000000021 0.11880500000000002 -0.071484999999999993 0.10871500000000002 -0.13056499999999996 -0.062714999999999993 -0.24445500000000001 -0.53166999999999998 0.082245000000000026 0.089095000000000021
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 16 6 -2 8 9 15 -11 -7 -13 -14 -15 -8 17 -5
right_child=5 -3 -4 4 -6 11 7 -9 -10 10 -12 12 13 14 -16 -17 -18 -19
leaf_value=0.00015616777233491886 0.00055542074330797316 -0.00053423721690964575 0.0004100861565493748 -0.00010821845158299347 -0.0007207269452116006 0.0001543728838525024 0.00027730609006867708 -0.00056467222164774346 -0.0004566914280078901 -5.6753106219828458e-07 0.00069208541375561066 -0.000955730875799276 0.00030852022991435519 -0.00065461018125320247 4.230831094000883e-05 -1.4190362089234279e-05 0.00013118043363711835 -0.00045261287703715316
leaf_weight=61 50 57 46 48 59 66 124 47 58 130 77 46 46 47 53 2613 54 46
leaf_count=61 50 57 46 48 59 66 124 47 58 130 77 46 46 47 53 2613 54 46
internal_value=0 -0.0001712 -0.000102691 -0.00019376 -0.000300833 -6.56007e-06 7.62486e-06 -1.08986e-06 7.46103e-06 1.68834e-05 0.000253131 -0.000180117 -0.000299362 -8.69532e-05 -0.000277057 -6.84992e-07 -0.000127912 -0.000285461
internal_weight=0 371 314 268 207 3357 3099 3049 3002 2944 207 258 192 146 100 2737 148 94
internal_count=3728 371 314 268 207 3357 3099 3049 3002 2944 207 258 192 146 100 2737 148 94
is_linear=0
shrinkage=0.0995203


Tree=8020
num_leaves=25
num_cat=0
split_feature=17 3 3 2 2 9 1 10 9 18 3 6 17 17 17 21 4 18 2 3 3 2 6 3
split_gain=0.0103469 0.00448172 0.0140089 0.00361325 0.0192556 0.00246282 0.00279744 0.00186161 0.00179608 0.00236315 0.00117569 0.00149795 0.00196237 0.00115963 0.00389263 0.00102311 0.00244389 0.00123951 0.00102117 0.000991812 0.00107783 0.00105201 0.000929466 0.00116714
threshold=-0.57205499999999987 0.08888500000000002 0.088685000000000028 -0.082794999999999994 -0.08237499999999999 0.11007500000000002 0.15756500000000004 0.089090000000000016 0.086700000000000013 -0.0042299999999999994 0.10089500000000003 0.11690000000000002 0.40827500000000011 -0.14679499999999998 -0.084209999999999993 0.11729000000000002 0.10845500000000002 -0.09404499999999999 -0.065379999999999994 0.08708500000000001 0.087825000000000028 -0.084385000000000002 0.11766500000000002 0.11089500000000001
decision_type=2 2 2 2 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 18 10 19 -10 11 12 -3 -6 -15 17 -17 -12 -7 21 -21 -2 23 -20
right_child=1 5 -4 4 13 6 -8 -9 9 -11 15 -13 -14 14 -16 16 -18 -19 22 20 -22 -23 -24 -25
leaf_value=0.0014048966442594703 -9.396670021181781e-05 -0.00017431268543082625 0.0018130584902366516 0.0022117817079483192 -0.00033489230290049808 0.00038012483848363752 0.00092740529324601489 -0.00068816493651975574 -0.00070356121999042942 4.1239138422163715e-05 -0.00032415528442880664 -0.00055439599625074494 0.0002813296382720585 0.00075734359740317701 3.0812840344509598e-05 0.00051498443544210632 -0.00019735343921479801 0 -0.00026019657665447761 0.00063626133945931726 -1.0931503559356665e-06 0.00034389511936406446 -0.00045466348606962146 0.00043676497049067255
leaf_weight=54 382 848 49 47 51 69 46 53 86 79 143 89 104 89 423 107 84 632 46 51 49 63 46 48
leaf_count=54 382 848 49 47 51 69 46 53 86 79 143 89 104 89 423 107 84 632 46 51 49 63 46 48
internal_value=0 1.68381e-05 0.000159756 9.77636e-05 0.000275624 -6.73246e-05 0.000223414 -0.000103711 -5.38928e-05 -0.000341999 -8.78695e-05 -0.000161287 -0.000123677 0.000112536 0.000158703 -7.90414e-06 0.000197419 -5.95627e-05 6.45509e-05 3.18299e-05 0.000315772 -3.01376e-05 -8.51347e-05 8.69899e-05
internal_weight=0 3684 1369 1320 610 2315 255 2060 710 165 2007 1041 952 563 512 966 191 775 209 545 100 445 140 94
internal_count=3738 3684 1369 1320 610 2315 255 2060 710 165 2007 1041 952 563 512 966 191 775 209 545 100 445 140 94
is_linear=0
shrinkage=0.0995203


Tree=8021
num_leaves=23
num_cat=0
split_feature=17 9 9 26 21 1 8 8 9 8 10 20 26 18 9 26 6 6 17 26 4 4
split_gain=0.00838931 0.00313087 0.00563986 0.0181741 0.0097222 0.00460122 0.00156177 0.00258986 0.00200574 0.00142987 0.00142415 0.00130068 0.00121856 0.00136952 0.00121008 0.000932876 0.00242954 0.00133771 0.000767622 0.000757731 0.000489971 0.000943437
threshold=-0.57205499999999987 0.086155000000000023 0.083835000000000021 0.083760000000000015 -0.015724999999999999 0.50996500000000011 -0.085814999999999989 -0.082654999999999992 0.083110000000000031 -0.073029999999999984 0.089090000000000016 -0.009049999999999999 0.084585000000000021 -0.007069999999999999 0.11408000000000003 0.11699500000000003 0.090085000000000012 0.11690000000000002 0.021725000000000005 0.11659500000000002 0.14699000000000004 0.13255000000000003
decision_type=2 2 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 10 8 -8 20 -9 14 -11 -6 -14 15 17 -17 -3 19 -16 21 -2
right_child=1 5 3 4 12 -7 7 9 -10 11 -12 -13 13 -15 18 16 -18 -19 -20 -21 -22 -23
leaf_value=0.0012650810975831565 -0.00010386077581011842 -5.285747545686689e-05 0.0020625058828987325 0.0012829211666560744 -0.00042836484801386609 0.00087186287681687068 0.00079049804544159606 -0.00038854015888881941 -0.00075579394031544751 -8.6023557014392292e-05 -0.00050952055761637198 0.00021398344489663562 0.00021105242517990743 -0.00019665065958495093 -0.00020196162419151977 -0.00080497092519175569 0 -0.00042110611454814384 0.00046870024499368637 0.00028151152324398766 -0.00036161062540013641 0.0003465377886866074
leaf_weight=54 301 1423 57 68 57 50 48 71 49 248 79 330 233 124 67 64 84 106 57 61 53 54
leaf_count=54 301 1423 57 68 57 50 48 71 49 248 79 330 233 124 67 64 84 106 57 61 53 54
internal_value=0 1.51675e-05 0.000114842 0.000380659 0.00018007 -6.91774e-05 -8.60374e-06 8.43897e-05 -0.000152225 3.09046e-05 -9.38403e-05 8.38444e-05 0 6.71482e-05 -7.57643e-05 -0.000102712 -0.000342958 -7.89222e-05 0.00016409 2.20481e-05 -7.77314e-05 -3.30434e-05
internal_weight=0 3684 1693 539 482 1991 1154 697 457 649 1941 578 414 357 1862 1677 148 1529 185 128 408 355
internal_count=3738 3684 1693 539 482 1991 1154 697 457 649 1941 578 414 357 1862 1677 148 1529 185 128 408 355
is_linear=0
shrinkage=0.0995203


Tree=8022
num_leaves=29
num_cat=0
split_feature=17 3 3 18 18 9 9 17 17 3 8 9 3 26 4 26 9 26 26 5 17 5 18 18 9 20 9 3
split_gain=0.00680292 0.00312842 0.0115135 0.00265112 0.015147 0.00177449 0.00182834 0.00379317 0.00337221 0.00164201 0.00195396 0.00133756 0.00314672 0.00369477 0.00183155 0.00107886 0.0010673 0.000965922 0.00225307 0.00149834 0.00248472 0.00211264 0.00094704 0.000880356 0.000814259 0.000776388 0.000631412 0.000464272
threshold=-0.57205499999999987 0.08888500000000002 0.088685000000000028 0.086065000000000016 0.088735000000000022 0.11007500000000002 0.11408000000000003 0.021725000000000005 -0.0064000000000000003 0.086775000000000033 -0.087954999999999992 0.08951000000000002 0.090995000000000006 0.091765000000000027 0.10606500000000003 0.11991000000000003 0.089025000000000021 0.087745000000000031 0.088435000000000027 0.066275000000000014 -0.14679499999999998 0.0016150000000000003 -0.091229999999999992 -0.085709999999999995 0.086070000000000021 -0.0064400000000000004 0.088135000000000033 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 2 2 2 2 2 2 2
left_child=-1 2 3 17 -5 11 -7 8 27 10 -6 16 13 -13 15 -14 22 19 -19 21 -21 -2 25 -24 -20 -3 -11 -8
right_child=1 5 -4 4 9 6 7 -9 -10 26 -12 12 14 -15 -16 -17 -18 18 24 20 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.0011391799321956136 6.5134276810897585e-05 -0.00052994052351059025 0.001631820006441352 0.0016804233180966733 4.2087214987993281e-05 0.00071772702182551018 -0.00010704225028181397 0.00068801827702206109 -0.0009355822692608273 0.00052556464488715405 -0.00074656719017003321 0 -2.9154579661719306e-05 -0.0011019149985189828 -0.00066042908757153848 -0.00043943276611026823 0.000409591660680075 -0.00077367778783418576 0.00025296091501428287 -6.6580078541236899e-05 0.00095261232358874427 -0.00050373666339064002 0.00039499151464953553 -1.9953793658648303e-05 -0.00017090994382643025 -4.4629181031316154e-05 0 0.00032935789694879211
leaf_weight=54 631 64 49 65 71 52 47 64 46 46 53 52 761 72 55 70 57 49 70 46 46 72 54 800 124 75 47 46
leaf_count=54 631 64 49 65 71 52 47 64 46 46 53 52 761 72 55 70 57 49 70 46 46 72 54 800 124 75 47 46
internal_value=0 1.35901e-05 0.000133027 7.677e-05 0.000347385 -5.66866e-05 0.000189952 5.07253e-05 -0.000236815 -4.81397e-05 -0.000288397 -8.76145e-05 -0.000169423 -0.000640247 -0.000102605 -6.46998e-05 -8.14299e-06 2.46159e-06 -0.000170353 5.63139e-05 0.000434118 5.70703e-06 -3.29461e-05 5.32541e-06 -1.37471e-05 -0.000273971 0.000263401 0.000100009
internal_weight=0 3684 1369 1320 282 2315 255 203 139 217 124 2060 1010 124 886 831 1050 1038 243 795 92 703 993 854 194 139 93 93
internal_count=3738 3684 1369 1320 282 2315 255 203 139 217 124 2060 1010 124 886 831 1050 1038 243 795 92 703 993 854 194 139 93 93
is_linear=0
shrinkage=0.0995203


Tree=8023
num_leaves=23
num_cat=0
split_feature=1 26 26 18 18 1 22 3 4 3 18 17 20 3 3 21 20 21 3 2 26 8
split_gain=0.0063471 0.00257845 0.0181366 0.00299931 0.0197321 0.00180018 0.00154102 0.00121371 0.0033129 0.00188336 0.00104967 0.000967558 0.00114809 0.00070204 0.00202328 0.00137484 0.0027353 0.00200077 0.00086725 0.00143615 0.00141283 0.00121649
threshold=-0.55579999999999996 0.085635000000000031 0.085300000000000029 0.085685000000000025 0.089775000000000021 0.55657000000000012 0.10460500000000002 0.10871500000000002 0.087495000000000031 0.12389500000000002 -0.14343999999999998 -0.53015499999999993 -0.078835000000000002 0.10426500000000002 0.10134000000000003 0.098000000000000018 -0.058504999999999995 0.090830000000000022 0.11462500000000002 -0.075429999999999983 0.11538500000000003 -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
left_child=-1 2 3 5 -5 6 10 8 -6 -9 -2 12 -3 14 15 17 -17 -13 21 -20 -21 -15
right_child=1 11 -4 4 7 -7 -8 9 -10 -11 -12 13 -14 18 -16 16 -18 -19 19 20 -22 -23
leaf_value=0.0011085354047940051 0.00014574031760571392 -0.00070496784929872881 0.0019845540744529585 0.0022255719345514874 -0.00010454241456705094 0.00046805030602073069 0.00040766847861240397 -0.00073495400793965307 0.00083591217407990171 6.3522670975405505e-05 -0.00010770807437810017 -5.5831414728975745e-05 -1.9806868928105971e-05 -3.9821438272547794e-05 -0.0006677635706011755 0.00084718541314765137 -0.00020055529973130132 -0.00058483231587117164 -0.00041416930218447009 0.00058400844864842636 -7.0736355007628947e-05 0.00054176061942424276
leaf_weight=53 187 51 49 46 120 71 70 46 53 76 1110 1161 51 64 57 47 50 76 73 46 107 74
leaf_count=53 187 51 49 46 120 71 70 46 53 76 1110 1161 51 64 57 47 50 76 73 46 107 74
internal_value=0 1.12638e-05 9.53608e-05 4.28655e-05 0.000308371 -1.95259e-05 -4.54488e-05 6.64227e-06 0.000178842 -0.000230832 -7.0535e-05 -7.10791e-05 -0.000370413 -5.32154e-05 -8.56775e-05 -6.01921e-05 0.000298674 -8.89945e-05 6.85872e-05 -4.84016e-05 0.000120765 0.000266109
internal_weight=0 3685 1828 1779 341 1438 1367 295 173 122 1297 1857 102 1755 1391 1334 97 1237 364 226 153 138
internal_count=3738 3685 1828 1779 341 1438 1367 295 173 122 1297 1857 102 1755 1391 1334 97 1237 364 226 153 138
is_linear=0
shrinkage=0.0995203


Tree=8024
num_leaves=38
num_cat=0
split_feature=8 8 1 8 3 9 3 0 26 8 20 26 18 2 5 20 6 0 0 17 5 5 3 3 3 6 8 0 2 2 5 8 8 2 29 5 17
split_gain=0.00214582 0.0051812 0.0312468 0.00233735 0.00200689 0.00354796 0.00248622 0.00205141 0.00163101 0.00279168 0.0014787 0.00134542 0.00125189 0.00122662 0.00275177 0.00196045 0.00132068 0.00121088 0.00299063 0.00285313 0.00181955 0.00347828 0.00113338 0.00331734 0.00327965 0.000850229 0.000674567 0.00176528 0.00166447 0.00109256 0.00198602 0.00312544 0.00211067 0.00149838 0.000773157 0.000644329 0.000385455
threshold=-0.07594999999999999 -0.050299999999999997 -0.082489999999999994 -0.057284999999999996 0.11275500000000002 0.09550500000000002 0.092510000000000023 -0.052884999999999995 0.094935000000000033 -0.080659999999999996 0.14849500000000004 0.089485000000000023 0.11651000000000002 0.10003000000000002 0.23074000000000006 -0.042414999999999994 0.15358000000000002 -0.080074999999999993 -0.082224999999999993 -0.05543 -0.010424999999999999 -0.039649999999999998 0.08895500000000002 0.086605000000000029 0.090360000000000024 0.092705000000000023 -0.081534999999999982 -0.080324999999999994 -0.084804999999999992 -0.085599999999999996 -0.011764999999999999 -0.084794999999999995 -0.085089999999999985 -0.084674999999999986 -0.08070999999999999 -0.14289499999999997 -0.0073949999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 -4 -6 11 25 13 26 -7 16 15 -15 22 18 20 -19 21 -13 23 -3 -24 35 29 28 -28 30 32 -32 -1 -31 -35 -10 -37
right_child=1 10 3 -5 7 12 -8 -9 9 -11 -12 17 -14 14 -16 -17 -18 19 -20 -21 -22 -23 24 -25 -26 -27 27 -29 -30 33 31 -33 -34 34 -36 36 -38
leaf_value=-0.00023054313203549744 0.0026354692988223281 1.6991391505868202e-05 -0.00015735580288421576 0.0007065191012675413 0.00060417881956970954 0.00042686456121039564 -0.0012155616091098298 -0.00022186040685627978 1.2253955222609239e-05 -0.00086939943635358031 -0.00057702381899815431 5.1405148071075129e-05 -0.0002474094379602903 -0.00050968585418094306 0.0008110063689483909 0.00030757360126921503 -0.0005721944037600659 -6.9737658274349052e-05 -0.00056165454741913593 0.00093757299310936754 -0.00032391596705797746 0.0010726058181803851 0.00084869687671900037 -0.00073843253292305803 -1.3787574014361605e-05 0.00021614259382095812 0.0007486395100525262 -0.00027189883821894328 -1.2522680189934175e-05 0.00040576010611434373 -0.00015412258583894775 -0.001038957119292969 0.00051485495489117972 0.00019743584045012492 -0.00012133407052853463 -0.00018213656312190829 -0.00060905520988777161
leaf_weight=150 53 205 46 47 74 64 46 48 57 66 47 112 46 50 56 69 46 57 68 52 49 48 47 79 595 53 53 77 57 65 103 67 50 82 750 51 47
leaf_count=150 53 205 46 47 74 64 46 48 57 66 47 112 46 50 56 69 46 57 68 52 49 48 47 79 595 53 53 77 57 65 103 67 50 82 750 51 47
internal_value=0 7.57967e-05 0.000374792 4.96317e-05 -4.3131e-05 -0.000237794 -0.000695357 0.00027247 -7.64207e-05 -0.000303434 -2.96937e-05 -4.21705e-05 0.000137453 -6.55227e-06 0.000235169 -2.89336e-05 -5.09144e-05 0.00012212 8.51787e-06 0.000403304 0.000197945 0.000362882 -2.41352e-05 -0.000190262 4.80788e-05 -0.000119913 -8.63484e-05 8.76506e-05 0.000346777 -0.000112676 -0.000257141 -0.000507667 -4.01004e-05 -5.21729e-05 -8.89329e-05 -0.000240104 -0.000395237
internal_weight=0 1618 424 371 324 202 92 122 2114 274 1194 1840 110 1147 175 119 972 386 277 109 209 160 926 284 642 208 1454 187 110 1267 370 170 200 897 832 155 98
internal_count=3732 1618 424 371 324 202 92 122 2114 274 1194 1840 110 1147 175 119 972 386 277 109 209 160 926 284 642 208 1454 187 110 1267 370 170 200 897 832 155 98
is_linear=0
shrinkage=0.0995203


Tree=8025
num_leaves=10
num_cat=0
split_feature=28 27 21 6 1 2 6 18 24
split_gain=0.00411132 0.00117334 0.00128554 0.000932797 0.00385819 0.00233756 0.00112246 0.000893325 0.000902028
threshold=0.080375000000000016 0.10530500000000002 0.15895000000000004 0.11816500000000002 -0.07002499999999999 -0.073884999999999992 0.11413500000000003 0.26473000000000008 0.098635000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 8 -1
right_child=-2 -3 -4 4 5 -7 -8 -9 -10
leaf_value=-3.8005286126254533e-06 0.0006916759575642951 -0.00038654100538662594 0.0004948148312303544 -0.00096031696706023843 -0.00047806390741128265 0.00034458940654671298 0.00043485097998481549 -0.00039269007454276363 -0.00043451697904493651
leaf_weight=3152 81 87 48 53 55 90 55 62 49
leaf_count=3152 81 87 48 53 55 90 55 62 49
internal_value=0 -2.50324e-05 -1.59779e-05 -2.31841e-05 -0.000233219 2.69027e-05 -1.04036e-05 -1.81596e-05 -1.06496e-05
internal_weight=0 3651 3564 3516 198 145 3318 3263 3201
internal_count=3732 3651 3564 3516 198 145 3318 3263 3201
is_linear=0
shrinkage=0.0995203


Tree=8026
num_leaves=37
num_cat=0
split_feature=8 8 3 3 0 26 8 9 3 29 17 17 9 3 20 21 26 9 9 9 9 9 17 1 3 3 0 8 6 8 8 17 8 3 1 8
split_gain=0.00175342 0.00403603 0.0271867 0.00176882 0.00161958 0.00143125 0.0032493 0.00134619 0.00693705 0.00398403 0.00132412 0.00167721 0.000986634 0.00170497 0.00127943 0.00140352 0.000691309 0.00208535 0.00217083 0.00165699 0.00137033 0.00392321 0.00203059 0.000639864 0.000619404 0.00242146 0.00164412 0.00144262 0.00154247 0.00106315 0.00105223 0.000926702 0.000895324 0.000736659 0.000812728 0.00059597
threshold=-0.07594999999999999 -0.050299999999999997 0.090695000000000012 0.095490000000000019 -0.073219999999999993 0.098185000000000022 -0.088144999999999987 0.11296000000000002 0.13977500000000004 0.096295000000000033 0.055875000000000015 -0.031185000000000001 0.098720000000000016 0.09940000000000003 0.10252000000000001 0.095970000000000014 0.089485000000000023 0.093425000000000022 0.094685000000000033 0.09202500000000001 0.08758500000000001 0.086315000000000017 -0.0023699999999999997 -0.076329999999999995 0.090135000000000021 0.088535000000000016 -0.084474999999999995 -0.081534999999999982 0.088565000000000019 -0.089779999999999985 -0.086254999999999984 -0.069010000000000002 -0.083135000000000001 0.10174000000000002 0.2705800000000001 0.085560000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 16 23 9 35 12 11 -6 14 -14 15 -3 24 19 -19 20 21 -18 -22 -7 25 27 -27 28 -1 33 -31 -29 -32 -26 -35 -9
right_child=1 7 3 4 10 6 -8 8 -10 -11 -12 -13 13 -15 -16 -17 17 18 -20 -21 22 -23 -24 -25 29 26 -28 31 -30 30 32 -33 -34 34 -36 -37
leaf_value=-0.00017701797120473113 0.0021728371718064236 -2.1909320664866392e-06 -0.00040502044119051172 0.00055075365735241346 -8.4435378442170275e-05 -0.00031332504473146206 -0.0010600990716218893 -6.4551229621512911e-05 -0.0012902205769361806 0.00092141243480788418 -0.00048019261200158466 0.00062423684137822373 0.00012768486556413231 -0.00055124414062766359 -0.00037660329092087901 0.00036798760034718691 -0.00021695231697230281 -0.00080596909485798661 0.00010474997206214562 0.00072534358092224568 -0.00035252482145457835 0.0010444314621146373 0.00023612966823569501 0.00011070658969303693 -0.00040955998849626183 -0.00012191469334135981 -0.00087831947500010622 0.00058210652473419944 0.0002126250471979782 0.00055922844132709904 -0.0001931168579354318 -1.4597563079615508e-05 0.00026663732601477064 9.7818398075410042e-05 -0.00030923897735215617 0.00041026947278567465
leaf_weight=604 67 659 86 64 113 66 46 51 48 46 48 46 61 86 75 119 48 50 51 47 110 48 122 72 65 55 66 52 119 54 78 46 89 156 70 49
leaf_count=604 67 659 86 64 113 66 46 51 48 46 48 46 61 86 75 119 48 50 51 47 110 48 122 72 65 55 66 52 119 54 78 46 89 156 70 49
internal_value=0 6.9365e-05 0.000333261 -9.68925e-06 0.000112746 -6.82323e-05 -0.000334093 -2.36611e-05 -0.000304862 1.53438e-05 -1.87224e-05 0.000115441 -2.55168e-05 -0.000263943 1.46122e-05 5.3378e-05 -4.24618e-05 6.06808e-05 -0.000337996 0.000170241 8.82027e-05 0.000405212 -3.94452e-05 -8.61591e-05 -7.67909e-05 -0.000124747 -0.000541265 -6.23627e-05 -0.000111754 9.84152e-06 0.000175864 0.000293668 4.69999e-05 -0.000113431 -2.46391e-05 0.000159925
internal_weight=0 1618 424 357 271 2114 184 1194 148 1046 207 159 1000 147 853 778 1930 476 101 375 328 96 232 138 1454 942 121 821 723 512 221 98 167 291 226 100
internal_count=3732 1618 424 357 271 2114 184 1194 148 1046 207 159 1000 147 853 778 1930 476 101 375 328 96 232 138 1454 942 121 821 723 512 221 98 167 291 226 100
is_linear=0
shrinkage=0.0995203


Tree=8027
num_leaves=20
num_cat=0
split_feature=28 17 5 3 5 20 3 1 26 4 3 26 26 3 3 3 26 5 8
split_gain=0.00311943 0.00125607 0.000798994 0.0016812 0.00281181 0.00104787 0.00148462 0.000947169 0.00133647 0.00232712 0.00199846 0.00121302 0.00635002 0.00101105 0.00329169 0.00231509 0.000875454 0.000617392 0.000170571
threshold=0.080375000000000016 -0.57205499999999987 -0.46244499999999994 0.11523000000000001 -0.52786999999999995 -0.060199999999999997 0.10119000000000002 0.066150000000000028 0.11215000000000001 0.11374000000000002 0.11523000000000001 0.11023000000000002 0.11444500000000003 0.10057000000000002 0.095630000000000021 0.10997000000000003 0.15222000000000005 -0.41397 -0.080659999999999996
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 -3 18 11 9 10 -9 13 -13 14 -4 -15 -14 -11 -7
right_child=-2 2 7 4 -6 6 -8 8 -10 17 -12 12 16 15 -16 -17 -18 -19 -20
leaf_value=-0.0004981943378725434 0.000602946513192 -0.00027070001172243153 -3.3244856526771542e-05 8.7346815082524234e-05 -0.00081115175502735138 -0.00018682170855054502 0.00062895647022581452 0.00018640877482470629 -0.00032824707270702236 -0.00029868347709627915 0.00090245152237928097 0.0011836499345386537 -0.00013632853387853593 0.00033920512468939024 -0.00048039590998264777 -7.3796272399179273e-05 0.00023098942675373046 0.00015560781662691034 7.4941063171503645e-05
leaf_weight=54 81 81 1803 58 80 46 48 98 46 65 68 51 201 210 180 368 94 52 48
leaf_count=54 81 81 1803 58 80 46 48 98 46 65 68 51 201 210 180 368 94 52 48
internal_value=0 -2.13388e-05 -1.39524e-05 -0.000154407 -0.00042759 1.09774e-05 0.000177418 1.46337e-06 0.00016174 0.000244278 0.000484659 -1.63944e-05 0.000158027 -4.02789e-05 -7.42463e-05 7.48398e-05 -1.65098e-05 -8.97795e-05 -4.44469e-05
internal_weight=0 3651 3597 361 138 223 142 3236 329 283 166 2907 346 2561 1983 578 295 117 94
internal_count=3732 3651 3597 361 138 223 142 3236 329 283 166 2907 346 2561 1983 578 295 117 94
is_linear=0
shrinkage=0.0995203


Tree=8028
num_leaves=19
num_cat=0
split_feature=20 20 20 20 3 3 9 9 23 2 6 2 9 9 0 3 18 6
split_gain=0.0189781 0.00101314 0.0117186 0.000978583 0.000890522 0.00166373 0.00155885 0.00267514 0.00104139 0.00169615 0.00173653 0.00115034 0.00082769 0.00161736 0.00121564 0.000911639 0.00241417 0.000559281
threshold=-0.40431 -0.081189999999999998 -0.08231999999999999 -0.080434999999999993 0.12212000000000002 0.12651000000000004 0.11408000000000003 -0.020035000000000001 -1.0000000180025095e-35 0.094050000000000022 -0.083069999999999991 0.0066850000000000008 0.08895500000000002 0.087155000000000024 -0.080074999999999993 0.10850000000000003 0.086065000000000016 -0.080534999999999995
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 -3 8 -6 7 -7 -5 11 -11 -10 13 15 17 16 -2 -14
right_child=1 3 -4 4 5 6 -8 -9 9 10 -12 -13 14 -15 -16 -17 -18 -19
leaf_value=0.0019146372175536527 -0.00011096311444232034 -0.00046190275846671596 0.0012030148785951843 0.00041919250964778153 0.00066678509771093465 -0.00011939284170515914 -0.00041392894604142509 0.00050642045557202872 -3.138480901298636e-05 -0.00064489434442094274 -9.0913884755132712e-05 0.00042868361758921839 0.00014689802186633477 -0.00067284137408858235 0.00039813367314413321 -0.00040217460122092232 0.00065003718975512308 -0.00030456042014510881
leaf_weight=52 235 50 85 48 49 157 60 117 2223 90 160 55 47 48 87 61 50 60
leaf_count=52 235 50 85 48 49 157 60 117 2223 90 160 55 47 48 87 61 50 60
internal_value=0 0 0.000110405 -2.46683e-05 -1.70034e-05 0.000124085 4.20165e-05 0.000144846 -3.82983e-05 -4.73086e-05 -0.000293621 -1.99176e-05 -4.61485e-05 -0.000130005 0.000119939 -5.23327e-05 1.96734e-05 -9.86056e-05
internal_weight=0 3682 673 3009 2959 383 334 274 2576 2528 250 2278 588 394 194 346 285 107
internal_count=3734 3682 673 3009 2959 383 334 274 2576 2528 250 2278 588 394 194 346 285 107
is_linear=0
shrinkage=0.0995203


Tree=8029
num_leaves=18
num_cat=0
split_feature=6 20 20 9 3 20 3 18 2 23 2 8 2 2 2 0 0
split_gain=0.0161115 0.000960199 0.0145929 0.00114485 0.00118195 0.000874388 0.000865677 0.00230281 0.000952574 0.000743007 0.000843021 0.00169377 0.000907961 0.00122994 0.00128697 0.000829648 0.00125143
threshold=0.23663500000000004 -0.082074999999999995 -0.082784999999999984 0.08895500000000002 0.11339500000000001 -0.093704999999999997 0.10850000000000003 0.086065000000000016 -0.086304999999999993 0.086650000000000019 0.12875500000000004 -0.39070999999999995 0.11392500000000001 0.10003000000000002 0.094050000000000022 -0.11524 -0.0083449999999999983
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 -5 7 8 -1 10 12 15 13 14 -3 -12 -17
right_child=-2 9 -4 4 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 16 -18
leaf_value=2.1631870238889281e-05 0.0017635213930477973 -2.250081712815454e-05 0.001725267224115081 -0.00021486772136923866 0.00059004731002780986 0.0003062694768437301 -0.00046112378659166352 0.00055545393630792596 -0.00035344437650395915 -0.00035929872193405374 -0.00028066575834524346 0.00062787475224873395 -0.00045171353224859678 0.000438022090922054 -0.00052349301990415415 0.00056237891240400813 -0.00015839491597628973
leaf_weight=119 52 2639 51 72 49 57 66 50 143 64 62 59 50 56 52 46 47
leaf_count=119 52 2639 51 72 49 57 66 50 143 64 62 59 50 56 52 46 47
internal_value=0 -3.60279e-07 0.0001138 -3.2542e-05 0.000173591 9.05629e-06 -0.000131776 -5.9482e-05 -0.000179961 -2.31616e-05 -1.5745e-05 0.000174064 -3.056e-05 -2.25963e-05 -3.2486e-05 0 0.000189315
internal_weight=0 3682 607 556 178 129 378 312 262 3075 3011 214 2797 2747 2691 155 93
internal_count=3734 3682 607 556 178 129 378 312 262 3075 3011 214 2797 2747 2691 155 93
is_linear=0
shrinkage=0.0995203


Tree=8030
num_leaves=18
num_cat=0
split_feature=20 5 17 5 21 0 0 0 9 26 4 17 17 3 0 0 20
split_gain=0.0136568 0.00151982 0.0104593 0.00164917 0.00268428 0.00292671 0.000989015 0.00153154 0.00155681 0.00435403 0.00106439 0.000957395 0.00233434 0.000930209 0.00181503 0.00121905 0.000719291
threshold=-0.40431 -0.14118999999999998 -0.020405 -0.095609999999999987 0.086565000000000017 -0.095339999999999994 -0.15468499999999999 -0.13955999999999999 0.11408000000000003 0.087675000000000017 0.11378500000000003 0.51544000000000012 0.51041000000000014 0.12212000000000002 -0.065939999999999985 -0.068899999999999989 -0.034144999999999995
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 -3 -6 10 -8 9 -9 16 12 13 15 -15 -5 -4
right_child=1 3 6 11 5 -7 7 8 -10 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=0.0016231264254879495 0.001548311690057142 -0.00088349326698200612 -0.00029997931254870043 7.2074232057310708e-06 0.00039811849262066815 -0.00060037107072547749 0.00057835975544475425 -0.0001073780660558265 -0.00042387465246765247 0.00062537631633568136 -0.00053151568944010091 0.00032722525019555416 -0.0006780538752617773 0.00071909268053781876 2.86354641302067e-05 -0.0001655224266855189 0.0002176580750490557
leaf_weight=52 48 58 46 1923 64 53 58 268 63 114 57 79 53 49 176 510 63
leaf_count=52 48 58 46 1923 64 53 58 268 63 114 57 79 53 49 176 510 63
internal_value=0 -8.20295e-07 0.000128973 -3.24832e-05 -0.000329044 -4.7192e-05 2.59135e-05 9.64965e-05 3.18522e-05 0.000109154 -0.00018303 -1.35883e-05 -2.38218e-05 -1.04685e-05 0.00018264 -2.86634e-05 0
internal_weight=0 3682 717 2965 175 117 669 503 445 382 166 2790 2711 2658 225 2433 109
internal_count=3734 3682 717 2965 175 117 669 503 445 382 166 2790 2711 2658 225 2433 109
is_linear=0
shrinkage=0.0995203


Tree=8031
num_leaves=20
num_cat=0
split_feature=6 1 3 26 18 20 3 3 21 1 26 5 3 6 20 5 2 5 3
split_gain=0.0115126 0.00157695 0.00363143 0.0198605 0.00124645 0.000948244 0.00110903 0.00157693 0.00139209 0.000809296 0.000812738 0.000663248 0.00120574 0.00120363 0.00103819 0.000946911 0.000634076 0.000879853 0.000406839
threshold=0.23153500000000005 0.0049450000000000015 0.089605000000000018 0.084845000000000018 0.092750000000000013 0.0013750000000000004 0.11404500000000002 0.11693000000000002 0.10787500000000003 0.0015850000000000003 -0.2382 -0.09583499999999999 0.085545000000000024 -0.14809499999999998 -0.009049999999999999 -0.091229999999999992 -0.046564999999999995 -0.44524499999999995 0.12015500000000003
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 16 5 6 8 -8 -4 10 -1 12 -12 -13 -14 -15 -3 -18 -7
right_child=-2 2 4 -5 -6 18 7 -9 -10 -11 11 13 14 15 -16 -17 17 -19 -20
leaf_value=-0.00042866035273849193 0.0013754693308377177 -0.00031819589300449171 -1.7332360827137747e-05 0.0022724857792320772 0.00038184958517811253 -9.0600384700855258e-05 0.00068852755261855495 5.3308801122182087e-05 -0.00056993143532564009 -0.00036964518371199976 -0.00061118896908442038 -0.00049047768931507021 -0.00038594911850620991 0.0003347142755573982 0.0002389371000714489 -1.3754754860791105e-05 -0.00018612905194154879 0.00039901156357913101 -0.00049204450348302293
leaf_weight=51 61 58 272 47 80 56 46 270 55 74 53 51 46 80 61 2217 51 49 56
leaf_count=51 61 58 272 47 80 56 46 270 55 74 53 51 46 80 61 2217 51 49 56
internal_value=0 -2.84716e-06 0.000100671 0.000476058 7.53007e-06 -3.10487e-05 1.42868e-05 0.000148368 -0.000112781 -4.40465e-05 -3.43111e-05 -2.59656e-05 -0.000222322 -1.22366e-05 -2.20549e-05 -1.26187e-06 -5.31416e-05 9.24036e-05 -0.000298632
internal_weight=0 3673 1040 205 835 755 643 316 327 2633 2559 2508 160 2348 107 2297 158 100 112
internal_count=3734 3673 1040 205 835 755 643 316 327 2633 2559 2508 160 2348 107 2297 158 100 112
is_linear=0
shrinkage=0.0995203


Tree=8032
num_leaves=13
num_cat=0
split_feature=6 18 26 0 17 18 20 20 8 3 9 3
split_gain=0.00695832 0.00405712 0.00248059 0.00313372 0.00252085 0.00262575 0.00194718 0.0145453 0.0022506 0.00279513 0.00115884 0.00114395
threshold=0.18621500000000005 0.22074500000000005 -0.23202999999999999 -0.083514999999999992 -0.56005499999999986 -0.088385000000000005 -0.083330000000000001 -0.084474999999999995 0.095620000000000024 0.10611500000000003 0.11408000000000003 0.093835000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 11 10 -10 -8 -6
right_child=-2 -3 4 -5 6 -7 8 -9 9 -11 -12 -13
leaf_value=3.9041966247413422e-05 -0.00095152079838297277 0.00065086185099285624 0 -0.001055347368287536 -0.00015700317076116409 -0.0010720359535632761 -7.4046829072010008e-05 0.0018187267637814514 -0.0001579684581044832 0.00082899111170598762 0.00020296931791299885 0.00019779053425166945
leaf_weight=48 82 86 46 53 233 46 2682 48 49 64 157 146
leaf_count=48 82 86 46 53 233 46 2682 48 49 64 157 146
internal_value=0 -2.40503e-05 -4.05288e-05 -0.000527137 -2.61335e-05 -0.000540329 -1.18912e-05 0.000186404 -4.08515e-05 0.000393773 -5.84392e-05 -1.81681e-05
internal_weight=0 3658 3572 101 3471 92 3379 427 2952 113 2839 379
internal_count=3740 3658 3572 101 3471 92 3379 427 2952 113 2839 379
is_linear=0
shrinkage=0.0995203


Tree=8033
num_leaves=17
num_cat=0
split_feature=6 17 2 26 26 17 2 8 2 17 17 17 6 2 0 26
split_gain=0.00564205 0.00276841 0.00255335 0.00899843 0.00337045 0.00194141 0.00766136 0.0018761 0.00164604 0.0016363 0.00218837 0.0101188 0.00163065 0.00136429 0.000929053 0.000742412
threshold=0.18621500000000005 -0.56005499999999986 -0.082704999999999987 0.10603500000000003 -0.23202999999999999 -0.011514999999999999 -0.082174999999999984 0.0044850000000000011 -0.082084999999999991 -0.467555 0.0036400000000000009 0.052150000000000009 0.085570000000000021 -0.081055000000000002 0.053120000000000007 0.084815000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 9 -4 6 -6 8 -7 15 12 -12 -11 -8 -1 -3
right_child=-2 2 4 -5 5 7 13 -9 -10 10 11 -13 -14 -15 -16 -17
leaf_value=-0.00080614337254140966 -0.00085682518861241222 0.00062386984140645285 -0.00090469858828719522 0.0012120474543888043 -0.001273395112343414 0.000459795856695299 0.00025192031344658318 0.00064723884052442845 -2.6526318893753919e-05 -0.00018670294421060371 0.0015297101396618603 -4.8962352862726787e-05 9.6013716499007711e-05 -0.00013653161947395722 -0.00018928273213893946 8.863619601181661e-05
leaf_weight=56 82 65 47 69 58 73 101 46 1236 502 50 201 334 721 50 49
leaf_count=56 82 65 47 69 58 73 101 46 1236 502 50 201 334 721 50 49
internal_value=0 -2.16231e-05 -6.4335e-06 0.000106418 -6.95975e-05 -5.16698e-05 -0.000166878 2.25473e-05 0 4.22158e-05 3.83553e-06 0.000262253 -7.27723e-05 -8.78062e-05 -0.000522894 0.000400994
internal_weight=0 3658 3552 1270 2282 2235 880 1355 1309 1201 1087 251 836 822 106 114
internal_count=3740 3658 3552 1270 2282 2235 880 1355 1309 1201 1087 251 836 822 106 114
is_linear=0
shrinkage=0.0995203


Tree=8034
num_leaves=16
num_cat=0
split_feature=20 29 18 1 20 20 18 18 0 2 3 20 18 0 1
split_gain=0.00462031 0.00400909 0.00333551 0.00786903 0.00190829 0.00951584 0.00114378 0.00226062 0.00910873 0.00168716 0.001124 0.00103299 0.00130125 0.00102522 0.000943158
threshold=-0.24350999999999998 -0.11373499999999999 0.19545000000000004 -0.040439999999999997 -0.083970000000000003 -0.085144999999999985 -0.011039999999999999 -0.023444999999999997 -0.085794999999999996 0.097285000000000024 0.08708500000000001 -0.080434999999999993 -0.0092699999999999987 -0.068604999999999985 -0.00080499999999999994
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 7 9 -9 -6 -3 14 -13 -12 -8
right_child=1 2 3 -5 6 -7 11 8 -10 -11 13 12 -14 -15 -16
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leaf_weight=81 48 85 47 47 1072 47 54 89 111 87 227 50 1592 54 49
leaf_count=81 48 85 47 47 1072 47 54 89 111 87 227 50 1592 54 49
internal_value=0 -1.94704e-05 -7.23145e-06 0.000577497 -2.30924e-05 0.000177444 -5.00383e-05 -0.000118509 -0.000428228 -6.4357e-05 4.01309e-06 2.81743e-06 2.24595e-05 0.000102134 -0.000302363
internal_weight=0 3659 3611 94 3517 413 3104 1359 200 1159 366 1745 1642 281 103
internal_count=3740 3659 3611 94 3517 413 3104 1359 200 1159 366 1745 1642 281 103
is_linear=0
shrinkage=0.0995203


Tree=8035
num_leaves=16
num_cat=0
split_feature=6 17 6 17 17 0 3 17 2 8 8 6 3 0 3
split_gain=0.00382858 0.00226023 0.00234052 0.00222173 0.0187272 0.025042 0.00115812 0.000837386 0.00166679 0.000816793 0.00698496 0.00125081 0.000746849 0.00187712 0.000900864
threshold=0.18621500000000005 -0.56005499999999986 -0.55466499999999985 0.0031350000000000006 0.016900000000000005 -0.083995 0.10057000000000002 -0.53299999999999992 -0.084924999999999987 -0.076554999999999998 -0.074204999999999993 0.085570000000000021 0.087570000000000023 -0.085794999999999996 0.09049500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 7 5 -5 -1 8 -4 11 -11 -9 13 -6 -14
right_child=-2 2 3 4 12 -7 -8 9 -10 10 -12 -13 14 -15 -16
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leaf_weight=52 82 46 50 49 118 47 54 821 85 56 944 489 112 82 653
leaf_count=52 82 46 50 49 118 47 54 821 85 56 944 489 112 82 653
internal_value=0 -1.73194e-05 -3.57319e-06 5.4486e-06 0.00012592 0.00145157 -0.000470225 -4.6495e-05 0.000192979 -6.08445e-05 -0.000128637 -8.4695e-06 -5.10963e-06 -0.000177083 3.87807e-05
internal_weight=0 3658 3552 3506 1061 96 106 2445 135 2310 1000 1310 965 200 765
internal_count=3740 3658 3552 3506 1061 96 106 2445 135 2310 1000 1310 965 200 765
is_linear=0
shrinkage=0.0995203


Tree=8036
num_leaves=20
num_cat=0
split_feature=0 1 1 18 1 18 26 21 11 20 17 18 0 1 5 9 9 26 17
split_gain=0.00150545 0.00145409 0.00325277 0.00620558 0.00175005 0.00162089 0.0013105 0.00274385 0.00117841 0.00108106 0.000987897 0.00107102 0.00222812 0.00214339 0.00128965 0.000962806 0.00131124 0.000959855 0.000664241
threshold=-0.26289499999999993 -0.080844999999999986 -0.083684999999999996 -0.0058299999999999992 -0.078509999999999983 0.089775000000000021 0.15222000000000005 0.093685000000000032 -0.37179999999999996 -0.40431 -0.56655999999999984 -0.091869999999999993 -0.077945 -0.50388999999999995 -0.0024199999999999998 0.098720000000000016 0.093535000000000021 0.11624000000000002 -0.0065549999999999992
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 5 -3 8 -8 -6 -10 -2 12 14 -14 -12 16 -13 -11 -5
right_child=1 4 3 18 6 -7 7 -9 9 17 11 15 13 -15 -16 -17 -18 -19 -20
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leaf_weight=48 56 55 50 50 52 71 58 70 50 2024 46 608 48 84 48 53 46 138 76
leaf_count=48 56 55 50 50 52 71 58 70 50 2024 46 608 48 84 48 53 46 138 76
internal_value=0 -3.67877e-05 -0.00012875 -0.000523531 5.43523e-06 0.000367162 -1.32767e-05 0.000295919 -3.11193e-05 -1.97253e-05 -5.76679e-05 -3.23555e-05 0.000154882 -0.000103655 0.000526641 -9.33658e-05 -5.88842e-05 -8.75898e-06 -0.000144045
internal_weight=0 3683 1165 176 2518 126 2392 128 2264 2212 989 933 226 132 94 707 654 2162 126
internal_count=3731 3683 1165 176 2518 126 2392 128 2264 2212 989 933 226 132 94 707 654 2162 126
is_linear=0
shrinkage=0.0995203


Tree=8037
num_leaves=17
num_cat=0
split_feature=4 4 30 1 6 2 2 18 18 6 18 3 6 1 3 6
split_gain=0.00159656 0.00157807 0.00175312 0.00131501 0.0054018 0.00165091 0.00320893 0.00158876 0.00197843 0.00168433 0.00100122 0.00151123 0.00140904 0.000771553 0.000750876 0.00119103
threshold=0.15730000000000002 0.12498500000000003 0.10721500000000002 0.40780000000000011 -0.12640499999999996 -0.082025000000000001 -0.082294999999999993 0.090795000000000028 0.086800000000000016 0.08734500000000002 0.15891500000000006 0.14166500000000004 0.098855000000000012 0.50644500000000015 0.014805000000000004 -0.13803499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 5 13 6 7 8 -1 -9 11 12 -7 -5 -3 -16
right_child=-2 2 -4 4 -6 10 -8 9 -10 -11 -12 -13 -14 -15 15 -17
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leaf_weight=1180 48 64 53 48 47 1411 70 97 50 56 77 67 268 57 66 72
leaf_count=1180 48 64 53 48 47 1411 70 97 50 56 77 67 268 57 66 72
internal_value=0 -3.22373e-05 0.000205984 -5.01968e-05 -0.000337015 -3.66391e-05 -0.000115877 -8.19413e-05 -4.35696e-05 -0.000385069 2.60674e-05 4.19712e-05 2.29647e-05 5.24601e-05 6.78297e-05 -5.77774e-05
internal_weight=0 3683 255 3428 152 3276 1453 1383 1230 153 1823 1746 1679 105 202 138
internal_count=3731 3683 255 3428 152 3276 1453 1383 1230 153 1823 1746 1679 105 202 138
is_linear=0
shrinkage=0.0995203


Tree=8038
num_leaves=27
num_cat=0
split_feature=3 3 0 1 2 9 9 9 9 9 8 1 9 9 3 9 6 0 17 8 17 2 3 0 3 3
split_gain=0.00107766 0.00724528 0.00158324 0.00163931 0.00142233 0.00120954 0.00264209 0.00120039 0.0018133 0.00123315 0.00113487 0.00109603 0.00483074 0.00147774 0.000953687 0.000942909 0.000724428 0.00229373 0.00222818 0.00322872 0.00102506 0.00239413 0.00176996 0.00170147 0.000661308 0.00102674
threshold=0.089985000000000023 0.089605000000000018 -0.26289499999999993 0.52078500000000016 -0.090919999999999987 0.096385000000000012 0.097680000000000031 0.095415000000000014 0.090400000000000022 0.098720000000000016 -0.073029999999999984 -0.077429999999999985 0.092605000000000021 0.093535000000000021 0.11165000000000001 0.08622500000000001 0.089810000000000015 -0.085794999999999996 -0.015464999999999998 -0.081234999999999988 0.056905000000000011 0.092170000000000016 0.083725000000000022 -0.085754999999999984 0.08895500000000002 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=1 16 -2 4 7 11 -7 8 15 -9 -8 12 -6 -13 -11 -4 20 -18 19 -19 21 24 -22 -24 25 -1
right_child=2 -3 3 -5 5 6 10 9 -10 14 -12 13 -14 -15 -16 -17 17 18 -20 -21 22 -23 23 -25 -26 -27
leaf_value=-9.2676071072851948e-06 -0.00056110737256406102 -0.0012007632780688495 -0.00028394176278976539 -0.0005452269300009287 6.8249091757722273e-05 -0.00055894249069643909 0.0003897722558199616 0.00044389573189512825 -0.00065745031208824269 -0.00044435151531788824 -3.334733379768588e-05 0.00012967772487980345 0.0010771723666926159 -0.00021168985845022341 0.00017254006951763481 0.00028113277570334755 0.00032303430104052349 0.0005389086554813098 -0.00077638590082219601 -0.00058422803788546983 0.00066743712273165622 -0.00061935402989899931 -0.00028739960896614067 0.00041703941775484462 0.00030336520770105004 -0.00035524084748609957
leaf_weight=861 47 57 71 49 203 86 78 55 84 51 310 814 62 147 46 49 58 46 82 56 54 72 84 57 57 95
leaf_count=861 47 57 71 49 203 86 78 55 84 51 310 814 62 147 46 49 58 46 82 56 54 72 84 57 57 95
internal_value=0 -9.84639e-05 9.49236e-06 2.26215e-05 3.6553e-05 7.47494e-05 -5.90812e-05 -0.000143546 -0.000302011 6.37446e-05 4.9603e-05 0.000127159 0.000307388 7.66084e-05 -0.000143366 -4.63811e-05 -5.66441e-05 -0.000215025 -0.00038908 -6.96897e-05 -2.60607e-05 -6.43757e-05 0.00018293 0 -2.41219e-05 -4.45041e-05
internal_weight=0 1579 2152 2105 2056 1700 474 356 204 152 388 1226 265 961 97 120 1522 242 184 102 1280 1085 195 141 1013 956
internal_count=3731 1579 2152 2105 2056 1700 474 356 204 152 388 1226 265 961 97 120 1522 242 184 102 1280 1085 195 141 1013 956
is_linear=0
shrinkage=0.0995203


Tree=8039
num_leaves=17
num_cat=0
split_feature=4 4 4 8 3 4 21 3 4 4 4 4 21 9 9 4
split_gain=0.00124151 0.00130719 0.0012146 0.00157408 0.00173829 0.00119223 0.00328038 0.00262769 0.00119531 0.00147859 0.00246849 0.00263464 0.00107904 0.000692016 0.000871701 0.000218069
threshold=0.15730000000000002 0.11670500000000002 0.12028000000000003 -0.49499500000000002 0.13977500000000004 0.10386500000000003 0.083050000000000027 0.10920500000000002 0.10022000000000002 0.094725000000000018 0.088720000000000021 0.084755000000000025 1.0000000180025095e-35 -0.069359999999999991 0.10526500000000003 0.11037000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 13 8 7 -7 9 10 11 -1 -6 -5 -15 -8
right_child=-2 2 3 4 12 6 15 -9 -10 -11 -12 -13 -14 14 -16 -17
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leaf_weight=2728 48 60 53 53 47 87 52 89 72 79 76 98 46 46 47 50
leaf_count=2728 48 60 53 53 47 87 52 89 72 79 76 98 46 46 47 50
internal_value=0 -2.56525e-05 0.000156216 6.92112e-05 0.000180422 -4.5117e-05 -0.000242794 -0.000504384 -2.68488e-05 -3.67766e-05 -2.4914e-05 -4.02357e-05 0.000517208 -2.84998e-05 -0.000197059 0.000200552
internal_weight=0 3683 352 292 239 3331 278 176 3053 2981 2902 2826 93 146 93 102
internal_count=3731 3683 352 292 239 3331 278 176 3053 2981 2902 2826 93 146 93 102
is_linear=0
shrinkage=0.0995203


Tree=8040
num_leaves=46
num_cat=0
split_feature=6 6 6 26 26 18 6 2 2 18 18 0 18 18 18 26 0 8 6 26 2 18 2 0 2 2 8 5 7 9 5 9 21 21 0 6 21 8 6 20 20 20 6 9 9
split_gain=0.00443905 0.00730634 0.0152886 0.00283583 0.00560175 0.00813097 0.00774409 0.0036396 0.0137341 0.00476851 0.0109129 0.00794492 0.00275426 0.0121077 0.00253524 0.00307641 0.0024259 0.00186568 0.00159506 0.0014868 0.00211691 0.00146939 0.00169449 0.00217362 0.00169044 0.00253706 0.00117096 0.00124302 0.00115644 0.0012771 0.00189402 0.002732 0.00322882 0.00108096 0.00160714 0.00139667 0.0012887 0.000995261 0.000861241 0.000808402 0.000798443 0.00210129 0.00126515 0.000791589 0.000453272
threshold=-0.088444999999999982 -0.093749999999999986 -0.092034999999999992 0.087435000000000027 0.089150000000000021 -0.015069999999999998 0.087670000000000012 -0.080744999999999997 -0.081734999999999988 -0.078409999999999994 -0.085834999999999995 -0.065229999999999996 -0.011569999999999999 -0.022504999999999997 -0.025879999999999997 0.086255000000000012 -0.086589999999999986 -0.086064999999999989 0.088155000000000025 0.098705000000000029 -0.074304999999999996 0.089505000000000015 -0.080974999999999991 -0.082494999999999999 -0.082904999999999993 -0.080604999999999996 -0.0032949999999999998 -0.087969999999999993 0.07988000000000002 0.08846500000000003 -0.49053999999999998 0.09202500000000001 0.096230000000000024 0.084795000000000023 -0.1525 -0.45687499999999998 0.087235000000000021 -0.088024999999999992 0.024640000000000006 -0.00059999999999999995 -0.092114999999999989 -0.047309999999999998 -0.017084999999999999 0.093335000000000015 -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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 -3 7 5 6 -5 8 9 10 11 -2 13 19 -11 -16 -7 -4 -18 20 -6 22 23 -14 -23 -26 27 -9 29 33 -31 -32 -33 34 -1 -36 -35 -38 44 -21 -28 -42 -43 -24 -29
right_child=3 2 17 4 12 16 -8 26 -10 14 -12 -13 21 -15 15 -17 18 -19 -20 39 -22 24 43 -25 25 -27 40 38 -30 30 31 32 -34 36 35 -37 37 -39 -40 -41 41 42 -44 -45 -46
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leaf_weight=51 252 51 46 48 245 46 47 72 47 59 57 66 48 55 283 71 55 72 63 52 96 56 47 54 62 258 68 56 52 50 49 79 70 48 83 68 100 157 49 84 56 56 114 46 106
leaf_count=51 252 51 46 48 245 46 47 72 47 59 57 66 48 55 283 71 55 72 63 52 96 56 47 54 62 258 68 56 52 50 49 79 70 48 83 68 100 157 49 84 56 56 114 46 106
internal_value=0 -0.000162078 -0.000757344 8.45999e-05 -1.73052e-05 -0.000434305 -0.001167 0.000183476 0.000316321 0.000216581 0.000473572 0.000243282 7.98701e-05 0.000243145 -1.47818e-05 8.38474e-05 -4.88456e-06 -0.000127671 -0.000248797 8.0123e-05 0.0001923 -7.0819e-05 -0.000293045 -0.000573308 4.22539e-05 0.000132519 -7.35026e-06 -0.000153189 -3.64043e-05 -4.04433e-06 0.000179883 3.73046e-05 -0.000170303 -9.56276e-05 -0.000274482 -0.000105019 2.01428e-05 -6.54592e-05 -2.72352e-05 -0.000195124 0.000130247 0.00022176 4.24685e-05 5.53766e-06 -0.000141384
internal_weight=0 976 169 2774 1362 259 95 1412 835 788 375 318 1103 532 413 354 164 118 118 477 341 571 195 102 376 320 577 283 807 755 248 198 149 507 202 151 305 257 211 136 294 226 170 93 162
internal_count=3750 976 169 2774 1362 259 95 1412 835 788 375 318 1103 532 413 354 164 118 118 477 341 571 195 102 376 320 577 283 807 755 248 198 149 507 202 151 305 257 211 136 294 226 170 93 162
is_linear=0
shrinkage=0.0995203


Tree=8041
num_leaves=44
num_cat=0
split_feature=6 6 0 26 26 3 3 26 0 18 18 18 0 8 17 8 8 2 17 18 2 4 3 17 9 17 17 6 8 9 2 9 8 9 5 2 3 2 2 2 17 3 0
split_gain=0.00359611 0.00619002 0.0135699 0.00243464 0.00882582 0.00478541 0.0142396 0.0096417 0.00471283 0.0166465 0.00217561 0.00631343 0.0104472 0.00195377 0.00268222 0.00168986 0.00160384 0.00129101 0.00287147 0.00119697 0.00132172 0.00115736 0.00110597 0.001051 0.00170724 0.000960007 0.00194317 0.00142275 0.000892827 0.000854175 0.00132077 0.00706044 0.0024767 0.000883596 0.00132834 0.00179648 0.00172784 0.00142733 0.00202579 0.00148579 0.000823 0.000587396 0.000275028
threshold=-0.088444999999999982 -0.092434999999999989 -0.09466999999999999 0.085635000000000031 0.085235000000000019 0.087975000000000012 0.087385000000000032 -0.092795000000000002 -0.086414999999999992 -0.015069999999999998 -0.011569999999999999 -0.034774999999999993 -0.082224999999999993 -0.089044999999999999 -0.010655 -0.082244999999999999 -0.087374999999999994 -0.083974999999999994 -0.065004999999999993 -0.13579499999999997 -0.071344999999999992 0.090805000000000011 0.11896500000000003 0.2590050000000001 0.094085000000000016 -0.0073949999999999997 -0.036600000000000001 0.098855000000000012 -0.062834999999999988 0.08846500000000003 -0.079739999999999991 0.11351500000000002 -0.010374999999999999 -0.096659999999999982 -0.09583499999999999 -0.012154999999999999 0.087925000000000017 0.0021050000000000005 0.12185000000000003 -0.017704999999999995 -0.12118 0.087495000000000031 -0.11170000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 -3 4 5 6 7 -2 9 -5 11 23 -13 41 -15 16 22 18 -12 20 -17 -21 -7 28 -25 26 -19 -27 -10 33 32 -32 -31 42 37 36 -36 39 -39 -35 -9 -11 -1
right_child=3 2 -4 8 -6 15 -8 40 10 13 17 12 -14 14 -16 19 -18 25 -20 21 -22 -23 -24 24 -26 27 -28 -29 -30 30 31 -33 -34 34 35 -37 -38 38 -40 -41 -42 -43 -44
leaf_value=-3.1848493631162855e-07 0.0015233514873397946 -0.002136436363706396 0 -0.0017426276414798693 0.0014530119352186017 0.00010620532386269371 0.0019322675353424792 0.00025767775116396804 3.6692664382959645e-05 -0.00043992415317975849 8.3821052189824276e-05 0.0019753954638337375 5.0251917806069457e-05 -0.00015188327639691594 0.00087801151296209559 -0.00049149751423739813 -0.00070760856650584807 -5.0858044909258597e-05 -0.00086430769010226898 -1.6903235167495351e-05 0.00016651269938384463 0.00033400759089970459 -0.00041725094426637611 0 0.00066507271024814703 1.343029127570052e-05 0.00059499017772824303 -0.0005199583593767154 -0.00038759134187714336 -0.00049072969083681383 0.00086562039907913042 -0.00055106000696374742 0.0003476230201668636 -0.00036000455693637796 8.7774303976620408e-05 0.00039652424923049571 -0.00066125755962145101 -0.0010787018493610063 -0.0001966881816920889 0.00031377285714507467 -0.00010337117011670563 -8.9837150009188929e-06 0.00029649812381690369
leaf_weight=67 46 47 80 67 52 100 52 83 345 60 68 49 67 47 51 68 59 120 57 177 52 187 65 86 66 233 73 62 57 80 88 57 61 92 70 74 52 50 59 49 251 74 50
leaf_count=67 46 47 80 67 52 100 52 83 345 60 68 49 67 47 51 68 59 120 57 177 52 187 65 86 66 233 73 62 57 80 88 57 61 92 70 74 52 50 59 49 251 74 50
internal_value=0 -0.000145864 -0.000794297 7.61511e-05 0.000183577 0.000124954 0.000386139 0.000172409 -4.27402e-06 -0.00036058 7.81242e-05 0.000202352 0.000870517 3.50171e-05 0.000375729 -3.32562e-05 -0.000260043 -5.63197e-05 -0.000341977 7.00119e-05 -0.000199538 0.000161123 -9.50434e-05 6.097e-05 0.000284284 1.51732e-05 0.000189185 -9.58968e-05 -2.14307e-05 -4.79026e-05 9.05321e-05 0.000303073 -0.000122232 -0.000119681 -0.000184268 5.62038e-06 -0.000224775 -0.000336416 -0.000608792 -0.000120049 -1.11984e-05 -0.000208051 0.000119529
internal_weight=0 976 127 2774 1192 1140 432 380 1582 299 1283 670 116 232 98 708 224 613 125 484 120 364 165 554 152 488 193 295 402 849 286 145 141 563 446 196 122 250 109 141 334 134 117
internal_count=3750 976 127 2774 1192 1140 432 380 1582 299 1283 670 116 232 98 708 224 613 125 484 120 364 165 554 152 488 193 295 402 849 286 145 141 563 446 196 122 250 109 141 334 134 117
is_linear=0
shrinkage=0.0995203


Tree=8042
num_leaves=27
num_cat=0
split_feature=18 18 18 27 20 20 2 20 5 20 17 17 5 17 2 17 17 8 2 8 4 17 4 22 17 2
split_gain=0.00323614 0.00960662 0.00666528 0.00711186 0.00382102 0.00491742 0.0145875 0.00356751 0.00348629 0.0120577 0.00242863 0.0230367 0.00177629 0.00198234 0.00170583 0.00158643 0.00155561 0.00154666 0.00140158 0.00116615 0.00114806 0.00112085 0.000969786 0.000767439 0.000774596 0.000422566
threshold=-0.020999999999999998 -0.017129999999999996 -0.025879999999999997 0.081500000000000017 -0.077724999999999989 -0.08231999999999999 -0.081055000000000002 -0.075334999999999999 -0.017704999999999995 -0.083824999999999997 -0.008069999999999999 -0.010239999999999999 -0.0083599999999999994 -0.012754999999999999 -0.070354999999999987 0.0031350000000000006 -0.031185000000000001 -0.082014999999999991 -0.082404999999999992 -0.49499500000000002 0.14566000000000004 -0.07496499999999999 0.10353000000000002 0.077155000000000015 -0.10071499999999999 -0.081734999999999988
decision_type=2 2 2 2 2 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 5 23 -7 -6 9 -1 11 22 13 -10 18 -8 21 -18 -11 -12 -21 -14 -9 24 -3 -26
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leaf_weight=47 47 48 46 48 46 47 71 510 81 48 61 49 682 89 71 50 46 168 57 981 63 53 72 55 95 119
leaf_count=47 47 48 46 48 46 47 71 510 81 48 61 49 682 89 71 50 46 168 57 981 63 53 72 55 95 119
internal_value=0 -5.62891e-05 0.000133819 9.41794e-05 -2.67242e-05 -0.000274603 -0.000710209 4.02805e-05 5.09704e-05 0.000410462 1.68783e-05 0.000173029 -1.99393e-05 -0.000316643 2.75664e-05 -0.000125056 3.23485e-05 0.000268938 -0.000222189 -7.15494e-05 -4.59713e-05 -3.54222e-05 -4.39751e-08 -4.11627e-05 2.68769e-05 -5.07947e-05
internal_weight=0 2314 1436 1390 2267 485 168 1782 1342 223 1736 631 1119 170 176 121 949 214 105 1105 1044 735 582 317 262 214
internal_count=3750 2314 1436 1390 2267 485 168 1782 1342 223 1736 631 1119 170 176 121 949 214 105 1105 1044 735 582 317 262 214
is_linear=0
shrinkage=0.0995203


Tree=8043
num_leaves=25
num_cat=0
split_feature=18 18 27 18 20 20 17 2 0 1 0 0 3 4 20 20 20 2 5 30 17 17 20 4
split_gain=0.00264866 0.0083904 0.00537419 0.00489434 0.00314977 0.0132529 0.00291993 0.0103634 0.00345185 0.00229853 0.00159804 0.0122602 0.00111134 0.00134983 0.00114449 0.0010861 0.00180741 0.0010762 0.00100634 0.00248532 0.000977959 0.00143827 0.000990802 0.000844145
threshold=-0.020389999999999998 -0.016464999999999997 0.081500000000000017 -0.025879999999999997 -0.081945000000000004 -0.084224999999999994 -0.00265 -0.086254999999999984 -0.082794999999999994 -0.07002499999999999 -0.100285 -0.106285 0.10648500000000002 0.086380000000000026 -0.10068000000000001 -0.071149999999999991 -0.042414999999999994 -0.011474999999999999 -0.49053999999999998 0.098380000000000009 -0.012754999999999999 -0.021090000000000001 -0.097019999999999995 0.11905500000000004
decision_type=2 2 2 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 12 20 -8 -9 -10 11 15 13 14 -3 -6 -17 -14 -12 23 21 22 -1 -20
right_child=1 4 -4 -5 10 -7 7 8 9 -11 18 -13 17 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=-0.00042541449946939552 -0.0013821706816173741 -0.00032609766749123776 0.0011572735454918402 0.0010051725449670261 0.00041192654395806713 -0.0018562717907291536 0.0014620491045392971 -0.00046769407919296967 -4.1089890547828561e-05 0.00064872558916981998 0.00036801460440190478 0.0015950604740026253 -9.929017227132937e-05 -0.00058529789891408719 0.0003188915220233826 -0.0005135644321034022 4.5782062592822753e-05 0.00050846330043083029 -4.2052114591006134e-05 -0.00071288878708634842 -0.00036840520969527046 0.0005265534047961633 -8.2227367722125248e-06 0.00023610992743910774
leaf_weight=61 46 54 48 55 55 47 62 90 99 89 61 54 57 61 55 71 286 55 1232 53 82 47 812 118
leaf_count=61 46 54 48 55 55 47 62 90 99 89 61 54 57 61 55 71 286 55 1232 53 82 47 812 118
internal_value=0 -5.12598e-05 0.000120519 8.43108e-05 -2.3796e-05 -0.000308605 4.59606e-05 0.000298249 3.57517e-05 0.000281117 2.43301e-05 0.000185061 -4.7757e-05 -0.000210432 0 0 -6.31675e-05 0.000191851 -2.62724e-05 -4.39988e-05 -3.88293e-05 -8.56427e-06 -3.83113e-05 -1.71323e-05
internal_weight=0 2305 1445 1397 2259 329 1342 340 278 188 1930 466 282 170 109 412 357 112 1464 1403 1002 920 873 1350
internal_count=3750 2305 1445 1397 2259 329 1342 340 278 188 1930 466 282 170 109 412 357 112 1464 1403 1002 920 873 1350
is_linear=0
shrinkage=0.0995203


Tree=8044
num_leaves=9
num_cat=0
split_feature=28 2 9 0 10 10 7 9
split_gain=0.00150391 0.00148151 0.000750862 0.001355 0.000854675 0.00173304 0.00104858 0.000713943
threshold=0.083225000000000021 -0.24163499999999999 0.13087500000000005 -0.059114999999999994 0.09056500000000002 0.085705000000000017 0.082295000000000021 0.11408000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=0.00046027666579359579 -0.00045245429523572397 -8.9503767523396215e-06 -4.9750697050238923e-05 0.00063809470859102317 0.0003439805106000667 -0.0006112540920277836 -0.00037400649046632545 0.00024240649794314426
leaf_weight=70 72 3181 61 50 66 48 76 116
leaf_count=70 72 3181 61 50 66 48 76 116
internal_value=0 6.77665e-06 -1.81879e-06 0.000252715 -1.0156e-05 -1.72275e-05 -8.53142e-06 0
internal_weight=0 3668 3598 111 3487 3421 3373 3297
internal_count=3740 3668 3598 111 3487 3421 3373 3297
is_linear=0
shrinkage=0.0995203


Tree=8045
num_leaves=14
num_cat=0
split_feature=17 6 6 8 8 0 18 2 7 9 5 9 17
split_gain=0.001198 0.000700258 0.001256 0.00114543 0.00330839 0.00250317 0.00229442 0.00114555 0.000554538 0.000682165 0.00156174 0.00142316 0.000866522
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 7 -5 -6 -7 -4 9 11 -11 12 -2
right_child=1 -3 3 4 5 6 -8 -9 -10 10 -12 -13 -14
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leaf_weight=79 2533 90 52 58 48 66 219 49 80 69 70 52 275
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internal_value=0 -1.01536e-05 -3.01194e-06 0.000144379 0.000222406 9.88303e-05 0.000212896 -0.000149583 -2.68297e-05 -1.96383e-05 0.000194872 -3.035e-05 -2.04936e-05
internal_weight=0 3661 3571 492 391 333 285 101 3079 2999 139 2860 2808
internal_count=3740 3661 3571 492 391 333 285 101 3079 2999 139 2860 2808
is_linear=0
shrinkage=0.0995203


Tree=8046
num_leaves=13
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split_feature=8 17 17 26 9 18 20 17 6 5 20 20
split_gain=0.00116 0.00283617 0.00180231 0.0016486 0.00211108 0.000854166 0.00090008 0.000890108 0.000770546 0.000656353 0.00146813 0.0009224
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 -1 8 9 10 -8 -11
right_child=1 2 3 4 -6 -7 7 -9 -10 11 -12 -13
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leaf_weight=47 51 68 76 50 50 89 146 89 48 1898 1052 76
leaf_count=47 51 68 76 50 50 89 146 89 48 1898 1052 76
internal_value=0 0.000187689 4.30729e-05 0.000214207 0.000481493 -1.79104e-05 -9.58895e-06 -3.19723e-06 -1.20232e-05 -1.82584e-05 -7.64929e-05 1.66687e-05
internal_weight=0 295 244 176 100 3445 3356 3309 3220 3172 1198 1974
internal_count=3740 295 244 176 100 3445 3356 3309 3220 3172 1198 1974
is_linear=0
shrinkage=0.0995203


Tree=8047
num_leaves=8
num_cat=0
split_feature=28 1 17 1 1 20 6
split_gain=0.00115694 0.000836687 0.00230528 0.00112434 0.00146402 0.000689691 0.000713352
threshold=0.083225000000000021 -0.52333999999999992 -0.56368999999999991 -0.50388999999999995 -0.44477499999999998 -0.40431 0.095080000000000012
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7
right_child=-2 2 3 4 5 6 -8
leaf_value=-0.00030765130867519265 -0.00039653838389907479 0.00059644228548685842 0.00044501388991564044 -0.00047239534473436759 -0.00034811315963997154 -9.1823501880500526e-06 0.00011770337335138307
leaf_weight=82 72 66 56 65 54 2827 518
leaf_count=82 72 66 56 65 54 2827 518
internal_value=0 6.25118e-06 1.36574e-05 2.4976e-06 -4.41993e-06 4.28846e-06 1.02222e-05
internal_weight=0 3668 3586 3520 3464 3399 3345
internal_count=3740 3668 3586 3520 3464 3399 3345
is_linear=0
shrinkage=0.0995203


Tree=8048
num_leaves=21
num_cat=0
split_feature=1 18 18 10 23 9 24 20 20 21 20 6 6 6 1 9 26 9 29 19
split_gain=0.00081937 0.00104104 0.00119356 0.000906045 0.000626978 0.000940418 0.000684982 0.000665364 0.00156761 0.000809601 0.000872467 0.000742766 0.00899564 0.00248491 0.000677342 0.000732693 0.000573734 0.000819704 0.000399352 0.000342092
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decision_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 16 5 -2 7 11 -9 -10 -11 12 13 -6 -13 -16 17 18 -3 -20
right_child=4 3 -4 -5 6 -7 -8 8 9 10 -12 14 -14 -15 15 -17 -18 -19 19 -21
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leaf_weight=46 48 51 48 73 1204 64 46 47 62 119 60 55 49 47 873 587 49 86 79 46
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internal_value=0 -0.000115619 -0.000413445 -4.05813e-05 2.38197e-05 -0.000206585 3.22744e-05 2.63412e-05 -0.000116997 -1.09957e-05 9.28198e-05 4.12968e-05 9.65191e-05 4.40322e-05 -5.54824e-06 -1.8995e-05 -0.000116494 -0.000176583 -4.8255e-05 4.18414e-05
internal_weight=0 478 94 384 3261 112 3149 3103 288 241 179 2815 1300 1251 1515 1460 311 262 176 125
internal_count=3739 478 94 384 3261 112 3149 3103 288 241 179 2815 1300 1251 1515 1460 311 262 176 125
is_linear=0
shrinkage=0.0995203


Tree=8049
num_leaves=20
num_cat=0
split_feature=7 18 20 2 2 2 20 6 20 26 6 4 5 5 26 3 18 3 2
split_gain=0.000963372 0.00073853 0.000810269 0.00194779 0.0113943 0.00274593 0.00130321 0.00127771 0.00104737 0.000991676 0.00224734 0.000911989 0.00070618 0.00116751 0.00088657 0.000842882 0.000790374 0.000526195 0.00028317
threshold=0.081390000000000018 0.24916000000000005 -1.0000000180025095e-35 -0.086304999999999993 -0.087359999999999993 -0.084979999999999986 -0.07825 0.11884000000000002 -0.096095 -0.01278 -0.085064999999999988 0.10845500000000002 -0.0031649999999999998 -0.0063549999999999995 -0.077514999999999987 0.11816500000000002 -0.011569999999999999 0.087625000000000022 -0.032624999999999994
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 6 -5 8 12 -1 10 -7 -11 13 16 18 -16 -4 -2 -14
right_child=17 -3 7 5 -6 9 -8 -9 -10 11 -12 -13 14 -15 15 -17 -18 -19 -20
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leaf_weight=111 47 88 278 60 51 107 49 80 83 802 87 95 47 75 512 54 1003 64 46
leaf_count=111 47 88 278 60 51 107 49 80 83 802 87 95 47 75 512 54 1003 64 46
internal_value=0 1.42075e-05 2.15012e-05 7.8936e-05 0.00030775 1.97788e-05 2.05019e-05 -1.77229e-05 -9.17939e-05 5.65162e-05 0.000260741 1.14345e-05 -3.35819e-05 6.92098e-06 -0.000118165 -6.96226e-05 -1.48083e-05 -0.000283298 -0.000404795
internal_weight=0 3628 3540 1445 294 1151 243 2095 194 1091 194 897 2015 1356 659 566 1281 111 93
internal_count=3739 3628 3540 1445 294 1151 243 2095 194 1091 194 897 2015 1356 659 566 1281 111 93
is_linear=0
shrinkage=0.0995203


Tree=8050
num_leaves=15
num_cat=0
split_feature=17 7 21 21 4 21 6 20 10 17 6 3 20 7
split_gain=0.000844236 0.00074546 0.000849528 0.0101849 0.00187273 0.00146795 0.00101674 0.000897833 0.000723148 0.000900584 0.00068316 0.00216024 0.00105221 0.000486153
threshold=-0.57205499999999987 0.078295000000000017 -0.012349999999999998 -0.021529999999999997 0.09939000000000002 -0.080634999999999998 -0.03252 -0.0094199999999999996 0.090150000000000022 -0.55286000000000002 0.11884000000000002 0.10850000000000003 -0.096095 0.093110000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -6 -2 9 -4 12 -12 -11 -3
right_child=1 13 8 -5 6 -7 -8 -9 -10 10 11 -13 -14 -15
leaf_value=-0.00039326494093827775 0.00010816351798426114 -0.0004582495440697428 0.00037689811841698886 0.0014860227222861602 0.00066192303238450645 -0.00052155388840536383 2.286699705994286e-06 -0.00034624256414771809 -0.00033853992673915022 0.00029873431928609365 0.00060285097045696743 -0.00014255297275307492 -2.3484341065686863e-05 -4.8700119476585355e-05
leaf_weight=52 158 53 64 50 51 77 47 59 61 104 72 80 2737 74
leaf_count=52 158 53 64 50 51 77 47 59 61 104 72 80 2737 74
internal_value=0 1.03668e-05 1.90311e-05 0.000148161 -2.03962e-05 -0.000147953 0.00035392 -1.16123e-05 4.63346e-07 7.49568e-06 -1.29829e-07 0.000205147 -1.14008e-05 -0.00022606
internal_weight=0 3687 3560 442 392 294 98 217 3118 3057 2993 152 2841 127
internal_count=3739 3687 3560 442 392 294 98 217 3118 3057 2993 152 2841 127
is_linear=0
shrinkage=0.0995203


Tree=8051
num_leaves=21
num_cat=0
split_feature=6 6 9 0 17 9 3 3 17 8 1 0 1 5 8 8 17 17 17 5
split_gain=0.000722736 0.000764068 0.00209751 0.001482 0.000743517 0.00248363 0.00083341 0.00307895 0.00984529 0.00144767 0.00117042 0.00488565 0.00431028 0.000644249 0.00124542 0.00216868 0.00116907 0.00152048 0.00146347 0.00054865
threshold=0.23663500000000004 0.11884000000000002 0.094085000000000016 -0.066735000000000003 0.51174000000000019 0.094435000000000033 0.088055000000000022 0.088845000000000021 -0.0023699999999999997 -0.080659999999999996 -0.083284999999999984 -0.080434999999999993 -0.080349999999999991 -0.014739999999999998 -0.01187 -0.081415000000000001 -0.019465 -0.081674999999999998 0.093960000000000016 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 4 -3 -4 6 -6 13 8 9 -8 11 -9 -12 16 15 -15 17 -1 -18 -16
right_child=-2 2 3 -5 5 -7 7 10 -10 -11 12 -13 -14 14 19 -17 18 -19 -20 -21
leaf_value=-3.3325204493635496e-05 -0.00037139441190969368 -0.00016062531304755973 0.0009400818599436374 0.0001222782873991401 7.5964970620506271e-05 -0.00079782381040215643 -0.00035629474366247833 -0.0009363516340450596 0.0016762018897525509 0.0003718077024042817 0.00093363646209302872 7.5452099049963671e-06 2.0202375101148805e-05 -1.7720061141219427e-05 -0.00048228954832721469 0.00050998149051257528 5.3159045692988934e-05 -0.00069341644149432198 -0.00034343663249011689 -4.00537873976e-05
leaf_weight=70 50 77 46 47 90 49 63 64 47 47 53 348 1565 364 60 97 343 74 125 60
leaf_count=70 50 77 46 47 90 49 63 64 47 47 53 348 1565 364 60 97 343 74 125 60
internal_value=0 9.34997e-06 0.000215428 0.000535586 -3.72852e-07 -0.000226172 8.67078e-06 4.53799e-05 0.000470127 -3.77543e-05 1.21268e-05 -0.000137093 5.06292e-05 -5.7938e-05 1.5872e-05 9.1539e-05 -0.000129347 -0.000378224 -5.10201e-05 -0.000267994
internal_weight=0 3689 170 93 3519 139 3380 2187 157 110 2030 412 1618 1193 581 461 612 144 468 120
internal_count=3739 3689 170 93 3519 139 3380 2187 157 110 2030 412 1618 1193 581 461 612 144 468 120
is_linear=0
shrinkage=0.0995203


Tree=8052
num_leaves=18
num_cat=0
split_feature=19 4 4 8 8 4 8 4 4 9 9 2 6 20 3 1 17
split_gain=0.00966619 0.00533755 0.0456638 0.0178651 0.0333929 0.00399936 0.00270851 0.00114042 0.00194177 0.000942885 0.00133662 0.00105279 0.00100626 0.00153715 0.000987034 0.000902177 0.000371791
threshold=0.14107000000000006 0.080000000000000029 0.083980000000000013 -0.10337499999999999 -0.11550499999999998 0.15615500000000004 0.10649000000000002 0.14154500000000006 0.11240500000000002 0.11408000000000003 0.10892000000000003 -0.065059999999999993 -0.049005 -0.0071449999999999994 0.11816500000000002 0.22584000000000004 -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 -3 4 16 6 7 8 -4 10 12 -11 15 -14 -13 -5 -1
right_child=-2 2 5 9 -6 -7 -8 -9 -10 11 -12 14 13 -15 -16 -17 -18
leaf_value=-0.00030385101979547836 -0.0014507751362453161 0.0029817639616008303 -4.9362211615245474e-05 5.2911303208119076e-05 -0.00310753112800431 0.00089447154689592826 -0.00065166393625234803 -0.00036925365446305661 0.00026570082677361773 -0.00015387247586273362 -0.00052261698660588775 0.00067358995941693364 -0.00024084334521337354 -2.5966020109635158e-06 4.4429640040469908e-05 0.00048675653720446545 5.3577238678882755e-05
leaf_weight=48 46 55 523 662 54 51 61 64 305 46 52 60 349 1190 47 52 65
leaf_count=48 46 55 523 662 54 51 61 64 305 46 52 60 349 1190 47 52 65
internal_value=0 6.38192e-07 0.000189457 -7.52249e-05 -0.00107131 3.56767e-05 -9.42296e-06 3.35794e-05 6.57049e-05 -7.21629e-06 -2.34194e-05 0.000231539 -1.15344e-05 -5.71559e-05 0.000404881 8.56544e-05 -9.10063e-05
internal_weight=0 3684 1059 2625 167 1004 953 892 828 2458 2305 153 2253 1539 107 714 113
internal_count=3730 3684 1059 2625 167 1004 953 892 828 2458 2305 153 2253 1539 107 714 113
is_linear=0
shrinkage=0.0995203


Tree=8053
num_leaves=18
num_cat=0
split_feature=19 27 27 0 8 8 3 10 17 17 6 20 27 8 30 17 8
split_gain=0.0078377 0.0056887 0.0215329 0.0318101 0.00683998 0.0471188 0.00552857 0.00187699 0.0015634 0.00137891 0.00100758 0.000689357 0.000674192 0.000488663 0.000455697 0.00041797 0.0011254
threshold=0.14107000000000006 1.0000000180025095e-35 0.085540000000000019 -0.14795 -0.10337499999999999 -0.11257499999999999 0.14721500000000004 0.090150000000000022 -0.56655999999999984 -0.55286000000000002 -0.42102499999999998 -0.0022699999999999999 0.099145000000000025 -0.26194999999999996 0.084845000000000018 -0.052269999999999997 -0.51030999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 13 7 8 -6 -10 -4 14 -13 15 -12 -1 -17
right_child=-2 2 10 -5 6 -7 -8 -9 9 -11 11 12 -14 -15 -16 16 -18
leaf_value=0.00017725976412122929 -0.0013063937189881482 -0.00012216915818155362 0.00026357182748670425 0.0035430217356286781 -0.0005291177928214688 -0.0033910039855354506 0.0010113440585525109 -0.0006251040733326412 0.00052459178160427743 -2.5723780652940857e-06 -0.00013167593499730903 -7.0030965062166254e-05 -0.00056407041040767254 0.00030366897401884756 0.00025669470509922463 0.00020879005427138105 -0.00032635731298432329
leaf_weight=60 46 47 82 46 55 47 53 49 50 2740 73 62 56 49 50 60 105
leaf_count=60 46 47 82 46 55 47 53 49 50 2740 73 62 56 49 50 60 105
internal_value=0 5.30465e-07 0.000347369 0.00168192 -4.33698e-05 -0.000479641 3.87299e-06 -1.42947e-05 -3.48689e-06 6.5816e-06 -3.43486e-05 -0.000139113 -0.000311428 1.6766e-05 1.95429e-05 -4.20768e-05 -0.000126797
internal_weight=0 3684 416 93 3268 321 2947 2894 2845 2790 323 241 118 274 123 225 165
internal_count=3730 3684 416 93 3268 321 2947 2894 2845 2790 323 241 118 274 123 225 165
is_linear=0
shrinkage=0.0995203


Tree=8054
num_leaves=16
num_cat=0
split_feature=18 19 17 17 2 26 20 3 3 9 18 3 20 17 17
split_gain=0.00930555 0.00758069 0.00329675 0.0121211 0.0393705 0.00393959 0.0026746 0.00210893 0.00844485 0.0014804 0.0014291 0.00102574 0.000760662 0.000770712 0.000678409
threshold=0.26473000000000008 0.13872000000000004 -0.084209999999999993 -0.10193000000000001 -0.089054999999999995 0.50635500000000022 -0.24910499999999999 0.089655000000000026 0.08785500000000003 0.090465000000000031 0.14994000000000005 0.087445000000000023 0.0013750000000000004 -0.56137499999999996 -0.091869999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -5 6 -4 8 -8 -9 12 -6 13 -1 -13
right_child=-2 -3 5 4 11 -7 7 9 -10 -11 -12 14 -14 -15 -16
leaf_value=-0.00028969162905260608 -0.001134367436847388 -0.0012341399168049011 -0.00080246640882454773 0.0032524764439893104 -0.00020483787830721377 0.00085168024763590837 -4.1666896509225093e-06 0.00014597947819512615 -0.00070451477986964179 -6.4728745314061588e-05 0.00052453036173119583 0.00056594237876123792 -0.00031303292256638102 3.9388164489258826e-05 3.1544503610148573e-05
leaf_weight=78 72 48 47 51 67 48 836 661 215 654 50 48 81 721 53
leaf_count=78 72 48 47 51 67 48 836 661 215 654 50 48 81 721 53
internal_value=0 7.97093e-06 2.47133e-05 0.00016404 0.000830174 -4.00033e-05 -5.80802e-05 -4.29471e-05 -0.000148214 4.05637e-05 6.29585e-06 8.99582e-05 -2.22191e-05 6.23815e-06 0.000293621
internal_weight=0 3658 3610 1149 219 2461 2413 2366 1051 1315 930 168 880 799 101
internal_count=3730 3658 3610 1149 219 2461 2413 2366 1051 1315 930 168 880 799 101
is_linear=0
shrinkage=0.0995203


Tree=8055
num_leaves=18
num_cat=0
split_feature=18 17 5 27 18 29 8 8 5 8 21 0 0 6 8 5 5
split_gain=0.00754509 0.0062857 0.0137492 0.00373527 0.0384268 0.00354986 0.00203324 0.00433733 0.0130355 0.00158667 0.00145966 0.00111513 0.000975131 0.00229473 0.000774759 0.000405418 0.000263884
threshold=0.26473000000000008 0.51326500000000019 0.0053250000000000016 1.0000000180025095e-35 -0.089024999999999993 0.11973500000000002 -0.090440000000000006 -0.105475 -0.09583499999999999 -0.088144999999999987 0.15159000000000003 -0.086775000000000005 -0.057604999999999996 -0.46885499999999997 -0.409445 -0.021235 -0.094469999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 16 5 -5 6 7 14 -9 11 -11 -8 13 -6 -1 -15 -3
right_child=-2 2 -4 4 12 -7 9 8 -10 10 -12 -13 -14 15 -16 -17 -18
leaf_value=-6.946723200936657e-05 -0.0010214748288140262 -9.1826605797713342e-05 -0.0019510853957875587 0.0030264781878784597 0.00065723061117901839 0.00084615712049614588 0.00068197515466371535 -0.0017928265059192073 -7.797284887071331e-05 1.2747599549711435e-05 -0.00054149972582343085 6.6161321706818349e-05 -0.00032793232624698214 -0.0001757315632794048 0.00026922036723919768 0.00010233106388137102 0.00023258487810033028
leaf_weight=156 72 46 51 46 52 48 59 59 176 2385 48 64 83 145 114 77 49
leaf_count=156 72 46 51 46 52 48 59 59 176 2385 48 64 83 145 114 77 49
internal_value=0 7.13314e-06 -0.000632416 3.39534e-05 0.000319043 -2.73756e-06 -1.63167e-05 -0.00019894 -0.000511994 1.94447e-05 1.47653e-06 0.000368207 -2.7522e-05 6.04906e-05 7.05023e-05 -7.55989e-05 6.68843e-05
internal_weight=0 3658 146 3512 403 3109 3061 505 235 2556 2433 123 357 274 270 222 95
internal_count=3730 3658 146 3512 403 3109 3061 505 235 2556 2433 123 357 274 270 222 95
is_linear=0
shrinkage=0.0995203


Tree=8056
num_leaves=21
num_cat=0
split_feature=4 19 18 27 26 0 5 6 17 26 6 0 26 17 5 1 26 5 5 3
split_gain=0.0079442 0.00216218 0.00157113 0.00299619 0.00189696 0.00237188 0.00388235 0.00242645 0.00233422 0.00118021 0.00205787 0.00161418 0.00123473 0.00269235 0.0010827 0.00162012 0.00223874 0.00155342 0.00186498 0.000948033
threshold=0.15615500000000004 0.14071500000000006 -0.082304999999999989 1.0000000180025095e-35 0.11127500000000003 -0.072274999999999992 -0.075744999999999993 0.091180000000000025 -0.012064999999999999 0.09167500000000002 0.10384500000000003 -0.068899999999999989 0.097125000000000031 -0.46515999999999996 0.0063000000000000009 -0.01538 0.095385000000000011 -0.0024199999999999998 -0.0058299999999999992 0.09940000000000003
decision_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 14 7 -7 19 -8 10 11 -1 13 -11 17 16 -16 18 -4 -6
right_child=-2 -3 4 -5 5 6 8 -9 -10 12 -12 -13 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=-3.869739721755694e-06 0.0012330768359903378 0.00065983330947306823 1.2895697326715305e-05 -0.00083640536720271368 1.8439852960568395e-05 -0.0012586322911852309 0.00019854876992937291 0.00052943356923956092 -0.00070238922292126975 -0.00011472067571363621 -0.00069964977636251529 -0.00035655234549871611 -0.00016831080611305434 0.00092198822577563419 -4.3503127263984802e-06 0.00069412910529523361 0.00059234185243336177 -0.00043079765489001403 0.00060751202982912067 -0.0005193220228133479
leaf_weight=519 51 46 1752 57 69 46 68 65 48 50 61 173 68 47 312 55 77 75 54 57
leaf_count=519 51 46 1752 57 69 46 68 65 48 50 61 173 68 47 312 55 77 75 54 57
internal_value=0 -1.75363e-05 -2.62901e-05 -0.000134531 1.28124e-05 -0.000201722 -0.000482164 3.18543e-05 -0.000167196 -9.0059e-05 -0.000143437 -9.32234e-05 0.000148576 0.000379163 4.57367e-05 0.000185654 0.000111657 1.22749e-05 3.11282e-05 -0.000218336
internal_weight=0 3699 3653 975 2678 353 162 191 116 918 753 692 165 97 2325 444 389 1881 1806 126
internal_count=3750 3699 3653 975 2678 353 162 191 116 918 753 692 165 97 2325 444 389 1881 1806 126
is_linear=0
shrinkage=0.0995203


Tree=8057
num_leaves=13
num_cat=0
split_feature=4 19 19 17 11 17 2 20 17 8 5 8
split_gain=0.00644193 0.00175375 0.00130349 0.000896305 0.00138768 0.00130797 0.00173943 0.00122887 0.00121708 0.00193624 0.00235055 0.00186813
threshold=0.15615500000000004 0.14071500000000006 -0.07525999999999998 0.22924500000000006 0.086705000000000018 -0.12118 -0.082794999999999994 0.0013750000000000004 0.26430000000000003 -0.078704999999999997 -0.041054999999999994 -0.072559999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4 -5 10 -10 -11
right_child=-2 -3 3 8 -6 6 -8 -9 9 11 -12 -13
leaf_value=-0.0004213822726292474 0.0011103607557481695 0.0005941663614238323 0.0001074417729638319 0.00057002882424915047 0.00048484502814381998 -0.00020018328174121805 -1.6842040622740752e-05 -0.00031918347422665806 4.2787279480795158e-05 0.000740977946581872 -0.0006990984277440639 6.1461276639264515e-05
leaf_weight=80 51 46 718 52 50 793 1481 73 166 62 56 122
leaf_count=80 51 46 718 52 50 793 1481 73 166 62 56 122
internal_value=0 -1.58131e-05 -2.37183e-05 -1.45855e-05 -3.39016e-05 -4.26311e-05 -8.11377e-05 6.70343e-05 0.000115002 5.47062e-05 -0.000140668 0.000294878
internal_weight=0 3699 3653 3573 3115 3065 2274 791 458 406 222 184
internal_count=3750 3699 3653 3573 3115 3065 2274 791 458 406 222 184
is_linear=0
shrinkage=0.0995203


Tree=8058
num_leaves=16
num_cat=0
split_feature=24 30 19 18 26 8 17 17 18 17 17 17 18 18 20
split_gain=0.00597113 0.00155851 0.00156262 0.00170754 0.000999082 0.00186 0.00372234 0.000734072 0.00174433 0.00219346 0.00119381 0.00100038 0.00137186 0.00103684 0.000689343
threshold=-0.071224999999999997 0.12577500000000003 0.13265500000000005 0.13474500000000003 -0.126245 0.0073150000000000012 -0.088525000000000006 0.22924500000000006 -0.069565000000000002 0.51326500000000019 0.40441500000000008 -0.12118 0.090540000000000023 -0.060544999999999995 -0.075604999999999992
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 -2 11 10 -10 -9 13 -13 -6 -7
right_child=1 -3 3 -5 7 14 -8 8 9 -11 -12 12 -14 -15 -16
leaf_value=0.0011142978118583921 -0.0011985515371685151 0.0005604709013801143 0.00079224869890945555 0 -4.4635824288789835e-05 -0.00021708129830052655 -1.4708549141439204e-05 0.00010768515802975081 0.00018627061964960281 -0.00039074643846156748 0.00084823990236406832 -0.00011269463348760434 8.1436059590367645e-05 0.0001846295646855631 0.00030115253178483411
leaf_weight=47 47 46 48 63 424 46 63 46 191 99 46 1722 451 356 55
leaf_count=47 47 46 48 63 424 46 63 46 191 99 46 1722 451 356 55
internal_value=0 -1.45305e-05 -2.19871e-05 0.00034505 -3.37073e-05 -0.000244074 -0.000527975 -2.01522e-05 0.000109123 -7.88825e-06 0.000486861 -3.71525e-05 -7.20266e-05 5.89537e-05 5.702e-05
internal_weight=0 3703 3657 111 3546 211 110 3335 382 290 92 2953 2173 780 101
internal_count=3750 3703 3657 111 3546 211 110 3335 382 290 92 2953 2173 780 101
is_linear=0
shrinkage=0.0995203


Tree=8059
num_leaves=20
num_cat=0
split_feature=4 19 26 9 3 9 18 18 5 18 1 20 8 3 8 18 26 9 2
split_gain=0.00496171 0.00123984 0.00102543 0.00183246 0.00331 0.00271905 0.00173735 0.00148655 0.00136386 0.00177739 0.00133377 0.00131853 0.000823001 0.00198417 0.00238767 0.000861795 0.00370254 0.0011405 0.000706599
threshold=0.15615500000000004 0.14071500000000006 0.11127500000000003 0.09586500000000002 0.096265000000000031 0.092225000000000015 0.12044000000000003 -0.082304999999999989 -0.025879999999999997 -0.085834999999999995 0.0099250000000000015 -0.078725000000000003 0.095985000000000015 0.11089500000000001 0.15415000000000004 -0.074709999999999985 0.088875000000000023 0.08888500000000002 -0.065379999999999994
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 5 -5 10 18 8 -1 11 -4 -10 15 14 -14 16 -9 -17 -6
right_child=-2 -3 3 4 6 -7 -8 12 9 -11 -12 -13 13 -15 -16 17 -18 -19 -20
leaf_value=-0.00060604746272481741 0.00097464380056828514 0.00049904053928316518 0.00022762535702306366 0.00059304081565350196 0.00022264644426817266 -0.00094780918301069739 -0.00075135541003840968 -0.00028374866746233107 -0.00031742007269777809 0.00037276052330934429 -0.00048864647164251923 -3.6679254947847311e-05 0.00097337438048486122 -0.00023735039526910298 0 6.062543036629277e-05 0.00094994128377864104 -9.8540387084564788e-05 -0.00024905600456801914
leaf_weight=52 51 46 54 68 57 62 46 48 242 78 48 552 54 50 48 1432 47 646 69
leaf_count=52 51 46 54 68 57 62 46 48 242 78 48 552 54 50 48 1432 47 646 69
internal_value=0 -1.37137e-05 -2.03946e-05 -0.000169943 1.88239e-06 -0.000426387 -0.000227072 -1.54685e-06 -0.000108572 -7.79671e-05 -0.000101418 -0.000123276 4.06349e-05 0.000265067 0.000519376 2.45592e-05 0.000317986 1.07507e-05 -2.91698e-05
internal_weight=0 3699 3653 404 240 164 172 3249 924 872 102 794 2325 152 102 2173 95 2078 126
internal_count=3750 3699 3653 404 240 164 172 3249 924 872 102 794 2325 152 102 2173 95 2078 126
is_linear=0
shrinkage=0.0995203


Tree=8060
num_leaves=29
num_cat=0
split_feature=5 5 1 1 18 5 5 18 1 9 0 1 17 3 3 20 17 18 1 5 5 1 1 7 9 18 9 3
split_gain=0.0015822 0.00621505 0.00192557 0.0140529 0.00178943 0.00241868 0.00816463 0.0016384 0.00208082 0.00331165 0.00423823 0.00165306 0.00123013 0.00190294 0.00120282 0.00167721 0.00114196 0.00123049 0.00113412 0.00693439 0.00527963 0.00192104 0.00171487 0.00109017 0.000964127 0.000847311 0.00127888 0.00182984
threshold=-0.017704999999999995 -0.020485 -0.080349999999999991 -0.081224999999999992 -0.14343999999999998 0.2686150000000001 0.41370500000000004 -0.019539999999999998 -0.010395 0.087765000000000024 -0.088329999999999992 -0.50763499999999995 -0.040099999999999997 0.084895000000000012 0.11462500000000002 -0.076005000000000003 -0.088525000000000006 -0.082304999999999989 -0.083284999999999984 -0.0071849999999999995 -0.0073899999999999999 -0.07002499999999999 -0.088495000000000004 0.078295000000000017 0.12652000000000005 -0.015440000000000001 0.095415000000000014 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 2 2
left_child=1 2 3 12 5 -2 -7 8 18 10 -10 -9 -1 -14 -8 -16 -4 -18 19 -6 -20 -22 -21 24 -19 -13 27 -27
right_child=4 -3 16 -5 7 6 14 11 9 -11 -12 25 13 -15 15 -17 17 23 20 22 21 -23 -24 -25 -26 26 -28 -29
leaf_value=0.0003525627092813446 -0.00028525649724419044 0.0012474209986398856 -0.00037731921484201629 0.0017378778125716299 -0.0012486768722714059 0.0015245214887093142 0.00041217933022070835 -0.00036573277090469909 -8.2423068122639359e-05 0.00017079205943224988 -0.0013535967849805835 0.00051848337758847788 0.00020695150298258536 -0.0004727228566712092 -0.0005747780553691283 0.00018873721806574322 -0.00041737226329588141 7.3437253538891184e-05 0.00078031160561448988 -0.00012185890309617846 -0.00065952799213837767 -1.0817807854290509e-05 0.00048983903978401771 -0.00039537212841755091 0.0004385724665096796 0.00045882976397902388 0.00047114297483649204 -7.1214386055534653e-05
leaf_weight=62 72 47 61 56 53 48 62 77 49 52 59 50 72 91 49 66 51 1326 78 281 57 232 54 46 77 78 73 369
leaf_count=62 72 47 61 56 53 48 62 77 49 52 59 50 72 91 49 66 51 1326 78 281 57 232 54 46 77 78 73 369
internal_value=0 0.000116024 8.67107e-05 0.00032698 -1.29511e-05 0.000210391 0.000372637 -5.59418e-05 -0.000141931 -0.000468874 -0.000784441 6.44001e-05 -2.05383e-05 -0.000167476 5.56364e-05 -0.000129468 4.29347e-05 6.05708e-05 -7.15604e-05 -0.000190647 5.21096e-05 -0.000141597 -2.08131e-05 7.79577e-05 9.40602e-05 0.000123942 8.44309e-05 1.94452e-05
internal_weight=0 1889 1842 281 1859 297 225 1562 915 160 108 647 225 163 177 115 1561 1500 755 388 367 289 335 1449 1403 570 520 447
internal_count=3748 1889 1842 281 1859 297 225 1562 915 160 108 647 225 163 177 115 1561 1500 755 388 367 289 335 1449 1403 570 520 447
is_linear=0
shrinkage=0.0995203


Tree=8061
num_leaves=34
num_cat=0
split_feature=4 4 8 26 26 21 26 2 17 0 6 17 9 8 17 9 2 2 5 9 9 8 8 2 26 4 17 2 17 9 9 17 0
split_gain=0.00141654 0.00350138 0.00240832 0.00505266 0.0146878 0.00162962 0.00636224 0.00902462 0.00138105 0.00190142 0.00328461 0.00285189 0.00211977 0.00508036 0.00134052 0.00129226 0.00128556 0.00159612 0.00128476 0.00126044 0.00262955 0.00131302 0.00172125 0.00147132 0.00123272 0.000887617 0.000873365 0.00156399 0.000767108 0.000484866 0.000915627 0.00159386 0.000383113
threshold=0.079660000000000022 0.08544000000000003 -0.088144999999999987 0.083400000000000016 0.078560000000000019 -0.018669999999999996 0.085355000000000028 -0.083204999999999987 -0.092649999999999996 -0.072039999999999979 0.11816500000000002 0.41752000000000006 0.099125000000000033 -0.049499999999999995 -0.53015499999999993 0.084055000000000032 -0.095204999999999998 -0.071344999999999992 -0.025879999999999997 0.11408000000000003 0.098465000000000011 0.096835000000000018 -0.0032949999999999998 0.12875500000000004 0.09032500000000003 0.15028500000000003 0.0053950000000000014 -0.080644999999999994 -0.067015000000000005 0.087495000000000031 0.084485000000000018 -0.012754999999999999 -0.084154999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 28 3 4 -1 6 15 -8 14 10 11 -10 13 -11 24 -4 -16 -18 -14 20 21 22 25 -24 -7 -3 29 -28 -2 30 -5 -32 -31
right_child=1 19 5 26 -6 8 7 -9 9 12 -12 -13 18 -15 16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 32 31 -33 -34
leaf_value=-0.00022113690161650875 -0.00090739473146467307 -4.6345769343681492e-05 0.00013990335367976311 0.00017351482272886295 0.0020899970708780609 -0.00056635491682599341 0.0018542371733454336 7.9797510305109701e-05 -0.00012247889004396553 0.0013239152779347594 -0.00090294245280823297 0.0004309299269463203 0.00019719145445169946 -8.0518166566505167e-05 0.00054954043704100197 -0.00050751482135418858 2.1942496612110116e-05 0.00055057564932556595 -0.00046649696205153457 -0.00041069073638353663 0.00062133851751153442 -0.00051451974106967455 0.00031991921279045962 -0.00022026887709956426 8.9370029561544883e-05 -0.00050426480532315531 0.00066670904259798615 4.9407930226834739e-06 -0.00032813697414928113 0.00040263739089779917 0.00016638838047234133 -0.00059333716165449512 0
leaf_weight=56 47 458 52 81 52 46 48 72 925 46 49 102 71 55 91 69 297 71 48 66 71 48 243 61 70 47 68 79 56 47 46 63 47
leaf_count=56 47 458 52 81 52 46 48 72 925 46 49 102 71 55 91 69 297 71 48 66 71 48 243 61 70 47 68 79 56 47 46 63 47
internal_value=0 -4.79564e-05 8.61435e-05 0.000274154 0.000884052 3.77741e-05 0.000281427 0.000796396 5.95204e-06 -5.05416e-05 -0.00010556 -6.67181e-05 0.000214826 0.00055102 0.000134708 -0.00022252 0.000211881 0.000126159 -6.36357e-05 8.46591e-06 3.91588e-05 -8.11795e-06 2.09163e-05 0.000208833 -0.000163602 -9.05851e-05 0.000119426 0.000316634 -0.000600407 1.44677e-05 -7.38654e-05 -0.000265209 0.000201722
internal_weight=0 1097 2651 539 108 2112 241 120 1871 1296 1076 1027 220 101 575 121 459 368 119 994 928 857 809 304 116 505 431 147 103 284 190 109 94
internal_count=3748 1097 2651 539 108 2112 241 120 1871 1296 1076 1027 220 101 575 121 459 368 119 994 928 857 809 304 116 505 431 147 103 284 190 109 94
is_linear=0
shrinkage=0.0995203


Tree=8062
num_leaves=30
num_cat=0
split_feature=17 17 18 26 18 6 9 18 6 18 2 18 20 17 5 9 1 1 0 5 6 9 2 17 17 17 17 9 17
split_gain=0.00131009 0.0157996 0.00471704 0.00650001 0.0029716 0.0012821 0.00214959 0.00184458 0.00158496 0.00125394 0.0023731 0.00121346 0.00109155 0.00151136 0.00148194 0.000975139 0.00508696 0.00802429 0.00250755 0.001462 0.00154955 0.00168263 0.000948242 0.00100529 0.00116023 0.00147548 0.00101979 0.000875699 0.000788969
threshold=-0.0062099999999999994 -0.0042049999999999995 -0.085709999999999995 0.084495000000000028 -0.080424999999999996 0.11690000000000002 0.094685000000000033 -0.060544999999999995 0.098855000000000012 -0.1394 -0.095204999999999998 -0.046804999999999992 -0.073314999999999991 -0.42168999999999995 0.51100000000000012 0.091750000000000012 -0.083284999999999984 -0.075284999999999991 -0.068899999999999989 -0.09583499999999999 -0.096164999999999987 0.089255000000000015 -0.10934999999999999 -0.088734999999999994 -0.031185000000000001 -0.012754999999999999 -0.09744499999999999 0.085495000000000029 -0.14384499999999997
decision_type=2 2 2 2 2 2 2 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 -3 -4 7 -7 -6 -9 10 -1 22 14 -14 -12 19 -17 -18 -19 -13 -21 -22 -11 26 27 -26 28 -25 -24
right_child=1 2 4 -5 5 6 -8 8 -10 11 12 15 13 -15 -16 16 17 18 -20 20 21 -23 23 24 25 -27 -28 -29 -30
leaf_value=0.00073398030267457785 0.0018861730706271542 -2.2162147753288739e-05 -0.00069863613405716488 0.0015867709178445002 0.00055440780731658135 -0.00076370336746669522 6.9595042793460954e-05 6.487113902793292e-05 -0.00042377993190069945 -0.00050792925106055869 0.00017748470536478432 -0.0004657418617343688 0.00067086528700914256 -2.178751218503466e-05 -0.00052142001641095027 -0.00055101141729943092 0.0015701880387278548 -0.00030533879891276688 0.00056599559400858528 0.00050553649923222956 1.2909397578016995e-05 -0.00053356164354800763 4.706486582754659e-05 -0.00015572762576324293 0.00037432405461918042 -0.00038700938899349958 0.00044503643819127135 -0.00063587664022453653 -0.00033818460030427238
leaf_weight=60 48 52 56 46 73 51 73 1280 69 69 56 71 49 80 62 66 48 76 57 57 630 61 174 76 53 48 46 87 74
leaf_count=60 48 52 56 46 73 51 73 1280 69 69 56 71 49 80 62 66 48 76 57 57 630 61 174 76 53 48 46 87 74
internal_value=0 0.000105063 5.42908e-05 0.000724698 1.27686e-05 3.9067e-05 -0.000266531 6.62912e-05 3.92703e-05 -1.25672e-05 0.00017192 -4.65047e-05 3.20724e-05 0.000234967 -0.000182799 1.74233e-05 0.000191254 0.000466437 6.19352e-05 -3.40022e-05 5.88401e-06 -3.41472e-05 -0.000156498 -0.000111574 -0.000252699 4.397e-06 1.2365e-05 -0.000417026 -6.45877e-05
internal_weight=0 1748 1700 98 1602 1546 124 1422 1349 2000 307 1693 247 129 118 1066 247 181 133 819 748 691 627 558 264 101 294 163 248
internal_count=3748 1748 1700 98 1602 1546 124 1422 1349 2000 307 1693 247 129 118 1066 247 181 133 819 748 691 627 558 264 101 294 163 248
is_linear=0
shrinkage=0.0995203


Tree=8063
num_leaves=26
num_cat=0
split_feature=2 2 2 3 3 8 6 8 3 17 26 4 10 3 8 2 2 17 6 26 17 26 2 17 3
split_gain=0.00118309 0.00220227 0.015955 0.00189777 0.0101483 0.00269748 0.00208264 0.00194323 0.00173975 0.003609 0.00101621 0.00197669 0.00101148 0.00153931 0.00135131 0.000906067 0.00150817 0.00316788 0.00115228 0.00185518 0.000827422 0.00108158 0.000798444 0.000528263 0.000665185
threshold=-0.10934999999999999 -0.082404999999999992 -0.082704999999999987 0.088535000000000016 0.089165000000000022 -0.012329999999999999 -0.070010000000000003 -0.06520999999999999 0.087625000000000022 -0.015464999999999998 -0.22971 0.15028500000000003 0.09056500000000002 0.11089500000000001 0.099175000000000027 -0.08126499999999999 -0.080644999999999994 -0.0042049999999999995 0.089810000000000015 0.08896500000000003 -0.14867499999999997 0.085300000000000029 -0.079739999999999991 -0.032404999999999996 0.090360000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 8 -5 7 -7 -6 20 -10 -3 15 13 14 23 18 17 -17 19 -12 -2 -22 -18 24 -1
right_child=1 10 -4 4 5 6 -8 -9 9 -11 11 -13 -14 -15 -16 16 22 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=-0.00058697001036301527 0.00044181328498149754 0.00040732352014607228 0.0018604446895752829 0.0015385474082416338 2.6204272426011095e-06 0.00096786345333033607 7.4360663965356843e-05 -0.00071484973178428902 0.00010993440716953287 -0.0010087273639095165 -0.0002933640518819581 -0.0005713126839818651 0.00020922219911358834 -0.00063615269230197287 0.00028310852019553748 -6.5125808807352023e-05 -0.00022242347523490559 0.0010070341621823138 -0.00060316985289595771 0.00037373468889245916 -0.00016717907173120441 0.00014840696054645429 2.6995088403313985e-05 0 -0.00010251982574988221
leaf_weight=61 50 60 53 53 172 46 64 47 64 50 118 60 71 65 69 62 137 47 50 63 187 252 1721 65 61
leaf_count=61 50 60 53 53 172 46 64 47 64 50 118 60 71 65 69 62 137 47 50 63 187 252 1721 65 61
internal_value=0 5.71431e-05 0.000177631 8.62525e-05 0.000259984 5.15265e-05 0.00045545 -0.000147619 -2.24488e-05 -0.000373526 2.83545e-06 -7.55015e-06 -0.000125083 -0.000201577 -8.80371e-05 7.46676e-06 2.97208e-05 0.000389672 -0.000178486 -5.66466e-05 5.77234e-05 1.21126e-05 8.16356e-06 -0.000229362 -0.000351455
internal_weight=0 3356 1038 985 382 329 110 219 603 114 2318 2258 392 321 256 2198 1967 109 231 181 489 439 1858 187 122
internal_count=3748 3356 1038 985 382 329 110 219 603 114 2318 2258 392 321 256 2198 1967 109 231 181 489 439 1858 187 122
is_linear=0
shrinkage=0.0995203


Tree=8064
num_leaves=25
num_cat=0
split_feature=5 5 0 5 19 17 17 2 2 2 0 2 5 17 1 27 0 2 4 1 3 20 20 20
split_gain=0.002192 0.0108227 0.00177818 0.00179759 0.00111026 0.000953165 0.00157817 0.00125008 0.00167824 0.00537672 0.000984664 0.000975875 0.00155794 0.000955689 0.00138905 0.000936293 0.000896282 0.00474959 0.00135921 0.000878327 0.000732741 0.00111783 0.00165246 0.000669445
threshold=-0.16183 -0.25464999999999999 -0.19126499999999999 -0.029944999999999996 0.14071500000000006 -0.010655 -0.013125 -0.082234999999999989 -0.086609999999999993 -0.08569499999999998 -0.085794999999999996 -0.058894999999999996 -0.056974999999999998 -0.56137499999999996 -0.50158499999999984 0.079055000000000028 -0.061654999999999995 -0.032624999999999994 0.13954000000000003 -0.07002499999999999 0.093835000000000016 -0.076664999999999997 -0.042414999999999994 -0.0078249999999999986
decision_type=2 2 2 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 -2 5 6 13 8 10 -10 -7 19 -13 14 -4 -15 18 -18 20 -9 23 -22 -23 -1
right_child=2 -3 4 -5 -6 7 -8 11 9 -11 -12 12 -14 15 -16 -17 17 -19 -20 -21 21 22 -24 -25
leaf_value=-0.00047125678059529687 0 0.0013732927234172112 -0.00070551890789572955 0.00083143339352161495 0.00041739142624021427 0.00030636748476929875 0.00050812625684864556 -0.00011586084217166219 -0.0013581355553027455 -0.00019116001740675356 -0.00020642867331356981 -0.00060027819624200571 0 1.5014892946756158e-05 3.6376811533971417e-05 -0.00024226421776967874 0.00094865477571649587 -0.00028318184475860218 -0.00051930892470610065 0.00011930961572487635 0.00044023445844650912 -0.0004457709299140221 0.00016039770886763316 4.0580680108211061e-06
leaf_weight=48 62 66 49 46 49 58 56 309 50 191 102 76 95 1431 47 155 56 68 51 320 75 61 165 67
leaf_count=48 62 66 49 46 49 58 56 309 50 191 102 76 95 1431 47 155 56 68 51 320 75 61 165 67
internal_value=0 0.000164328 -3.58084e-05 0.000359978 -5.03879e-05 -5.84655e-05 -1.0836e-05 -0.00012671 -0.000270632 -0.000436668 -1.54236e-05 -5.35453e-05 -0.000264411 -2.86009e-05 -0.000333772 -9.61288e-06 2.79317e-05 0.00026653 -3.3669e-05 2.47925e-06 2.39008e-05 0.00010728 0 -0.000187216
internal_weight=0 657 3096 108 2988 2939 1738 1201 401 241 160 800 171 1682 96 1586 591 124 467 629 416 301 226 115
internal_count=3753 657 3096 108 2988 2939 1738 1201 401 241 160 800 171 1682 96 1586 591 124 467 629 416 301 226 115
is_linear=0
shrinkage=0.0995203


Tree=8065
num_leaves=25
num_cat=0
split_feature=5 5 0 5 29 4 7 19 6 3 3 3 2 6 6 18 0 18 1 4 3 3 26 2
split_gain=0.00177623 0.00877534 0.00144682 0.00145349 0.000911563 0.00130538 0.00101835 0.000901076 0.000872663 0.00262647 0.00572986 0.00153862 0.00219773 0.00121607 0.0030203 0.00203862 0.00149435 0.00121124 0.000810404 0.000991995 0.000753716 0.00155038 0.000592963 0.000542852
threshold=-0.16183 -0.25464999999999999 -0.19126499999999999 -0.029944999999999996 -0.08781499999999999 0.13707500000000003 0.056805000000000015 0.14071500000000006 0.087765000000000024 0.091615000000000016 0.092635000000000023 0.090695000000000012 -0.087444999999999995 -0.013304999999999999 -0.0092549999999999993 -0.083775000000000002 -0.086474999999999996 -0.064454999999999998 0.50644500000000015 0.11378500000000003 0.11868500000000003 0.11426500000000002 0.096535000000000024 0.30629500000000009
decision_type=2 2 2 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 18 8 13 11 -11 12 -10 20 15 -15 -16 -12 19 -6 21 -4 -22 -7
right_child=2 -3 7 -5 5 23 -8 -9 9 10 17 -13 -14 14 16 -17 -18 -19 -20 -21 22 -23 -24 -25
leaf_value=0.00044113888689744117 0 0.0012366223616789864 -1.4470328116838005e-05 0.0007486890400105452 0.00014534957122052603 -0.00058138844271926257 0.00044647453984721189 0.00037585248120610603 0.00055391558661356684 -0.0011817716830960212 -0.00024918501245140771 0.00067430096624210723 8.3394387635353488e-06 -0.0011660191461624132 -0.00033915706214918714 -0.00023281385319443631 -3.0698631050143343e-05 0.00010728044033096343 -0.00033693824095559776 -0.0003125453080854956 -0.00032153760436056148 0.00051341550842398361 8.3957176547096599e-05 -9.4357110031785988e-05
leaf_weight=48 62 66 807 46 269 48 59 49 91 48 153 55 389 48 212 50 612 244 59 56 125 59 46 52
leaf_count=48 62 66 807 46 269 48 59 49 91 48 153 55 389 48 212 50 612 244 59 56 125 59 46 52
internal_value=0 0.000147974 -3.21851e-05 0.000324735 2.50141e-05 -1.02629e-05 6.1491e-05 -4.53598e-05 -5.26609e-05 2.33486e-05 -0.000154324 0.000172662 0.000113477 -9.11029e-05 -0.000174354 -0.000698248 -0.000111053 -2.80359e-05 2.07981e-07 6.39319e-05 -1.62947e-05 2.05489e-05 -0.00020767 -0.000336319
internal_weight=0 657 3096 108 591 543 443 2988 2939 980 445 535 480 1959 922 98 824 397 384 325 1037 866 171 100
internal_count=3753 657 3096 108 591 543 443 2988 2939 980 445 535 480 1959 922 98 824 397 384 325 1037 866 171 100
is_linear=0
shrinkage=0.0995203


Tree=8066
num_leaves=26
num_cat=0
split_feature=1 1 9 23 17 9 9 0 8 4 4 2 9 9 10 9 17 26 17 17 17 8 9 4 4
split_gain=0.00142308 0.0103767 0.00198559 0.00122042 0.000899184 0.00159482 0.00442538 0.0024364 0.0023086 0.00122598 0.0027213 0.0017232 0.00151068 0.00118754 0.0014808 0.00100629 0.00143386 0.00194827 0.00107837 0.000924404 0.000909489 0.000759075 0.000906889 0.000747569 0.00110735
threshold=0.059230000000000012 0.067120000000000027 0.11582000000000002 0.086085000000000023 -0.0090649999999999984 0.084535000000000013 0.083715000000000026 -0.098749999999999991 -0.085814999999999989 0.10724500000000002 0.11995000000000003 -0.10934999999999999 -0.0060949999999999997 0.095950000000000021 0.082245000000000026 0.084915000000000032 0.059130000000000009 0.11724000000000002 0.07134500000000002 -0.012064999999999999 -0.015464999999999998 0.10528000000000003 0.097365000000000021 0.14646500000000004 0.13279000000000005
decision_type=2 2 2 2 2 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 9 6 7 -6 -9 11 12 13 -11 14 -1 -7 17 -17 -18 20 -13 22 23 24 -3
right_child=1 2 -4 -5 5 15 -8 8 -10 10 -12 19 -14 -15 -16 16 18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.00038381058228580334 0.0012938741003650563 5.5247480804624696e-06 0.00047992172189943174 0.00046463107696001233 -0.00046703931653795349 0.00036750590070872691 -0.00094745347534434332 -0.00022992406818205877 0.00067157888049121904 0.00019267504938393258 -0.00023180365310165372 1.3654132485645044e-05 0.0010258718673348149 -0.00070474615580365136 0.00028491740402547587 -0.00011717187519730811 0.00041555058172104752 -0.00075639339787775034 -1.6266816181976025e-05 0.00034771125599859169 -0.00041479574709029184 -0.00039929907956017652 -0.00034732385768856207 -0.00031683756553098287 0.00044698625123026122
leaf_weight=91 68 377 78 48 84 55 79 52 59 46 61 1282 46 53 50 308 66 57 413 79 51 57 72 54 67
leaf_count=91 68 377 78 48 84 55 79 52 59 46 61 1282 46 53 50 308 66 57 413 79 51 57 72 54 67
internal_value=0 0.000119756 5.34692e-06 -3.17763e-05 -4.01822e-05 -0.000107701 -0.000318364 -5.93036e-05 0.000241878 4.37743e-06 0.000273942 -2.07937e-05 0.000618172 -0.000299136 -0.000140867 -4.25833e-05 -7.02771e-05 -0.000219238 4.1523e-05 1.68691e-05 -2.12406e-06 -5.23855e-05 -1.62579e-05 2.99632e-05 7.39855e-05
internal_weight=0 773 705 2980 2932 1173 274 195 111 1759 153 1606 92 194 141 899 844 365 479 1412 1333 627 570 498 444
internal_count=3753 773 705 2980 2932 1173 274 195 111 1759 153 1606 92 194 141 899 844 365 479 1412 1333 627 570 498 444
is_linear=0
shrinkage=0.0995203


Tree=8067
num_leaves=19
num_cat=0
split_feature=5 5 18 18 0 8 0 0 4 20 3 20 20 18 0 19 18 3
split_gain=0.00137709 0.00699439 0.00129695 0.00125888 0.00100171 0.000741574 0.000741378 0.0017849 0.000988502 0.000712479 0.000646356 0.000877208 0.00138898 0.000620565 0.00131349 0.00123948 0.000866899 0.00061588
threshold=-0.16183 -0.25464999999999999 0.14607000000000003 0.24916000000000005 -0.23058999999999999 -0.062834999999999988 -0.061654999999999995 -0.027364999999999997 0.13954000000000003 -0.15615999999999999 0.093835000000000016 -0.076664999999999997 -0.042414999999999994 0.11835500000000003 -0.074094999999999994 0.13251500000000005 0.10085500000000001 0.014805000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 5 -2 -4 8 -8 10 -6 17 -12 -13 15 -15 16 -11 -1
right_child=2 -3 3 -5 9 -7 7 -9 -10 13 11 12 -14 14 -16 -17 -18 -19
leaf_value=6.8259415457773962e-05 0.00037041075107278079 0.0011022797536928712 0.00018185809767715073 -2.7359602561183099e-05 -0.00036372868716400193 0.00077664333152003585 0.00073037476997219342 -4.2489788933859247e-05 -0.00044950936714244335 -5.936644937110823e-05 0.00038684355272568033 -0.00041177482669933399 0.00014386854318650227 7.1985460371392276e-05 -0.00059014696814761974 0.00047046444638952086 0.00017078744513381375 -0.00038553270909534088
leaf_weight=49 56 66 46 90 72 46 46 78 51 2452 75 61 165 54 61 47 172 66
leaf_count=49 56 66 46 90 72 46 46 78 51 2452 75 61 165 54 61 47 172 66
internal_value=0 0.000130352 -2.8279e-05 0.000228729 -4.46119e-05 0.000488149 2.04269e-05 0.000237616 -3.54893e-05 -5.30304e-05 1.33001e-05 9.1805e-05 -2.48381e-06 -4.4707e-05 -0.000272114 -3.46095e-05 -4.39682e-05 -0.000185059
internal_weight=0 657 3096 182 2914 92 591 124 467 2858 416 301 226 2786 115 2671 2624 115
internal_count=3753 657 3096 182 2914 92 591 124 467 2858 416 301 226 2786 115 2671 2624 115
is_linear=0
shrinkage=0.0995203


Tree=8068
num_leaves=21
num_cat=0
split_feature=17 17 3 18 2 9 3 2 18 26 1 2 9 26 26 9 26 11 9 3
split_gain=0.0055027 0.0106352 0.00167884 0.010656 0.00121888 0.00163394 0.00202667 0.00105823 0.00146849 0.00231004 0.000733278 0.000935547 0.00179104 0.00348054 0.00333279 0.00160013 0.000654175 0.000658195 0.000837757 0.00054258
threshold=0.51544000000000012 0.55642000000000025 0.084855000000000028 0.088735000000000022 -0.086304999999999993 0.083715000000000026 0.083595000000000017 -0.084869999999999987 -0.010395 0.085855000000000029 -0.50954999999999984 -0.097214999999999996 0.095415000000000014 0.084355000000000027 -0.057034999999999995 0.098720000000000016 -0.23202999999999999 -0.37506 0.095415000000000014 0.11025500000000002
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 5 -1 -7 -6 -9 -10 -4 12 13 14 -12 -14 -13 -18 -19 -17
right_child=1 -3 10 -5 7 6 -8 8 9 -11 11 16 15 -15 -16 19 17 18 -20 -21
leaf_value=5.8171299945437136e-05 0.0018037678595295965 -7.0089505418141366e-05 0.00023690004934400939 -0.0014717101712435094 0.00045284081520523267 -6.0359750416495385e-05 -0.00088594994047690981 -0.00037213281884682163 -0.00010613549398262764 0.00064709923241377718 -0.00018602849058115337 -0.00037350412981634597 0.00049428899384509201 6.3360146947285222e-05 -0.0013417333916973299 3.1167411035549321e-05 0.00034951121312636779 0 -0.00014188958082175232 -0.00043251095617395549
leaf_weight=84 46 84 90 61 51 58 65 90 134 57 49 54 52 81 54 47 46 1984 519 47
leaf_count=84 46 84 90 61 51 58 65 90 134 57 49 54 52 81 54 47 46 1984 519 47
internal_value=0 0.000586671 -7.1841e-05 -0.000224215 -8.15135e-05 -0.000271504 -0.000503303 3.44784e-05 -3.85389e-05 0.000114366 -4.13273e-05 -5.01439e-05 -0.000208419 -0.000415418 -0.00079988 4.68485e-05 -2.97637e-05 -2.21605e-05 -2.93181e-05 -0.000191963
internal_weight=0 130 3623 600 539 207 123 332 281 191 3023 2933 330 184 103 146 2603 2549 2503 94
internal_count=3753 130 3623 600 539 207 123 332 281 191 3023 2933 330 184 103 146 2603 2549 2503 94
is_linear=0
shrinkage=0.0995203


Tree=8069
num_leaves=20
num_cat=0
split_feature=19 3 26 26 1 17 3 9 3 8 3 9 23 10 2 10 17 8 20
split_gain=0.0157112 0.00128516 0.00871263 0.00112215 0.00106469 0.00335913 0.00536258 0.000965621 0.00205223 0.000724612 0.000722386 0.00203362 0.00416662 0.00167642 0.00118563 0.00105102 0.000985033 0.00134382 0.00084959
threshold=0.14107000000000006 0.084855000000000028 0.089005000000000015 0.087525000000000019 -0.085739999999999997 -0.14384499999999997 0.08345000000000001 0.084115000000000009 0.08345000000000001 -0.088304999999999995 0.13547000000000003 0.11408000000000003 -0.022119999999999997 0.09056500000000002 0.31326500000000007 0.086165000000000019 -0.031185000000000001 -0.086254999999999984 -0.034144999999999995
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 8 -6 -9 13 12 -12 14 15 18 -14 -18 -3
right_child=-2 10 -4 -5 7 6 -8 9 -10 -11 11 -13 16 -15 -16 -17 17 -19 -20
leaf_value=0.00026863762563497808 0.0017635244324725368 -0.00010615209052765 -0.0012046739158144916 0.00035351044707393871 -6.3896581259378153e-05 -1.7498508571117583e-05 -0.0014599034854945281 9.1040142808476747e-06 0.00067309444739536485 -0.00045359630833405546 0.00079245494200435381 -0.00070237080070645547 -0.00057143944576842844 0.00053936282611793463 0.00041605464328334587 -0.00045158930371296896 -0.00037603558936533777 0.00028817323635700192 9.1936460770033048e-06
leaf_weight=61 47 1031 75 58 122 60 46 67 53 61 46 61 67 51 56 62 70 52 1607
leaf_count=61 47 1031 75 58 122 60 46 67 53 61 46 61 67 51 56 62 70 52 1607
internal_value=0 -6.71135e-05 -0.000200409 -5.62067e-05 -0.000108509 -0.000310291 -0.000651171 1.9753e-09 0.000154629 -0.000205006 -4.09467e-05 -0.000189242 -5.25632e-05 -2.50172e-05 -3.57582e-05 -4.54323e-05 -0.000262561 -8.62201e-05 -3.55762e-05
internal_weight=0 3706 603 528 470 167 106 303 175 128 3103 296 235 2807 2756 2700 189 122 2638
internal_count=3753 3706 603 528 470 167 106 303 175 128 3103 296 235 2807 2756 2700 189 122 2638
is_linear=0
shrinkage=0.0995203


Tree=8070
num_leaves=20
num_cat=0
split_feature=19 3 18 0 0 17 9 18 9 26 28 1 8 18 9 0 0 0 0
split_gain=0.0127916 0.00103309 0.0084932 0.00133149 0.00301319 0.00181671 0.00175551 0.00147367 0.00120572 0.00169934 0.000703861 0.00070004 0.000973201 0.0017959 0.00268204 0.00265496 0.000707769 0.00402218 0.00209315
threshold=0.14071500000000006 0.084855000000000028 0.088735000000000022 -0.085794999999999996 -0.084665000000000004 0.056905000000000011 0.084485000000000018 -0.091594999999999996 0.084915000000000032 0.086215000000000028 0.090965000000000018 -0.50954999999999984 0.0012600000000000003 -0.060544999999999995 0.11351500000000002 -0.044789999999999996 -0.071799999999999989 -0.068899999999999989 -0.074094999999999994
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 8 7 -6 9 -1 11 -3 16 15 -15 -14 18 -18 -13
right_child=-2 10 -4 4 6 -7 -8 -9 -10 -11 -12 12 13 14 -16 -17 17 -19 -20
leaf_value=4.0343826976737933e-05 0.0015572283133474605 0.00024590619123273212 -0.0012843289021319895 -0.0009490808313189304 -0.00031712285328391041 0.00066629984529561483 -0.00048145060073790145 0.00036140878687022991 0.00029822256031401508 -0.00064964403134268778 -0.00040913407021285969 -2.3476878613600291e-05 -0.00015785538900635424 0.00021732351274104397 -0.00051979471747578415 -0.0010262042285919394 0.00066875373619351458 -4.3047143534210806e-05 -0.0005670885378438428
leaf_weight=109 49 87 62 46 46 46 66 97 80 51 50 1970 115 162 70 52 96 426 73
leaf_count=109 49 87 62 46 46 46 66 97 80 51 50 1970 115 162 70 52 96 426 73
internal_value=0 -6.09171e-05 -0.000180464 -5.24448e-05 -0.000218757 9.29786e-05 -5.40993e-05 0.000137415 -1.34972e-05 -0.000174474 -3.74069e-05 -3.10466e-05 -3.9452e-05 -0.000184245 -1.55435e-06 -0.000433142 -1.66095e-05 8.62906e-05 -4.33018e-05
internal_weight=0 3704 603 541 255 286 209 143 240 160 3101 3051 2964 399 232 167 2565 522 2043
internal_count=3753 3704 603 541 255 286 209 143 240 160 3101 3051 2964 399 232 167 2565 522 2043
is_linear=0
shrinkage=0.0995203


Tree=8071
num_leaves=15
num_cat=0
split_feature=19 17 17 17 8 26 5 5 26 26 8 29 27 7
split_gain=0.0103757 0.000949094 0.0112658 0.000978142 0.00340368 0.000847274 0.00215355 0.00164992 0.00134162 0.00147583 0.000790695 0.00136131 0.00121994 0.00128187
threshold=0.14107000000000006 0.055875000000000015 0.066010000000000027 0.033280000000000011 -0.069939999999999988 0.096980000000000025 -0.052494999999999993 0.054660000000000007 0.09271500000000002 0.09032500000000003 -0.51030999999999993 0.096845000000000028 -0.032854999999999995 0.082845000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 -5 7 -7 8 9 -4 -1 12 -12 -14
right_child=-2 2 5 4 -6 6 -8 -9 -10 -11 11 -13 13 -15
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leaf_weight=57 47 83 440 47 50 83 67 53 48 63 48 61 2532 74
leaf_count=57 47 83 440 47 50 83 67 53 48 63 48 61 2532 74
internal_value=0 -5.45467e-05 -0.00014801 -2.69945e-05 0.000282647 -2.5762e-05 -0.000237999 2.55905e-05 -2.40007e-05 2.24122e-05 -3.81251e-05 -4.6091e-05 -3.5076e-05 -4.45198e-05
internal_weight=0 3706 837 2869 97 754 150 604 551 503 2772 2715 2654 2606
internal_count=3753 3706 837 2869 97 754 150 604 551 503 2772 2715 2654 2606
is_linear=0
shrinkage=0.0995203


Tree=8072
num_leaves=13
num_cat=0
split_feature=7 3 9 2 29 4 4 10 10 2 8 1
split_gain=0.00167654 0.00113684 0.00452528 0.00454534 0.00100088 0.00119897 0.00225665 0.00143131 0.00171259 0.00133006 0.000947059 0.00068613
threshold=-0.15564499999999998 0.14823500000000003 0.11351500000000002 0.11392500000000001 0.096845000000000028 0.11670500000000002 0.12028000000000003 0.090150000000000022 0.086275000000000018 -0.097214999999999996 -0.080659999999999996 0.50230500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 7 -7 8 9 -2 -8 -12
right_child=1 2 -4 -5 -6 6 10 -9 -10 -11 11 -13
leaf_value=-0.00054046703766697304 -0.00018364551815406338 0.00064142846360569147 -0.0010971500456818659 -0.00053001532254652324 -0.00038440128258971111 0.00083801760682135275 -0.00017455332397661803 -0.00052023024896112309 0.00058322425080102591 2.469097743918441e-05 2.5113856577937675e-05 0.00055214146414801779
leaf_weight=58 341 65 46 66 62 49 82 51 51 2755 57 48
leaf_count=58 341 65 46 66 62 49 82 51 51 2755 57 48
internal_value=0 -9.45914e-07 -0.000247215 4.49864e-05 1.12884e-05 1.86708e-05 0.00023518 2.43733e-06 1.11678e-05 1.47994e-06 7.28392e-05 0.000273837
internal_weight=0 3673 177 131 3496 3434 236 3198 3147 3096 187 105
internal_count=3731 3673 177 131 3496 3434 236 3198 3147 3096 187 105
is_linear=0
shrinkage=0.0995203


Tree=8073
num_leaves=12
num_cat=0
split_feature=7 3 9 2 29 4 4 2 10 10 2
split_gain=0.00135943 0.000921839 0.00366873 0.00368632 0.000811854 0.000987078 0.0016402 0.00109774 0.00105981 0.00138919 0.00107705
threshold=-0.15564499999999998 0.14823500000000003 0.11351500000000002 0.11392500000000001 0.096845000000000028 0.11706000000000001 0.12719000000000005 -0.015714999999999996 0.090150000000000022 0.086275000000000018 -0.097214999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 8 -7 -8 9 10 -2
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0004866796631348984 -0.00016536911423354234 0.00057759338410257369 -0.00098796151041168848 -0.00047726806027866188 -0.00034614558775065036 0.00059119425740416381 -0.00028618158714340897 0.00025586002437502734 -0.000442937864973402 0.00052518159253594132 2.2081636995137567e-05
leaf_weight=58 341 65 46 66 62 77 64 87 52 51 2762
leaf_count=58 341 65 46 66 62 77 64 87 52 51 2762
internal_value=0 -8.29608e-07 -0.000222612 3.98874e-05 1.01649e-05 1.68364e-05 0.000216957 2.06992e-05 2.34918e-06 9.95019e-06 1.21817e-06
internal_weight=0 3673 177 131 3496 3434 228 151 3206 3154 3103
internal_count=3731 3673 177 131 3496 3434 228 151 3206 3154 3103
is_linear=0
shrinkage=0.0995203


Tree=8074
num_leaves=13
num_cat=0
split_feature=11 11 3 6 3 6 17 3 3 3 17 2
split_gain=0.00125003 0.000583506 0.000877277 0.000893983 0.00197982 0.000780099 0.00216966 0.00373317 0.000941082 0.00193163 0.00160376 0.000488799
threshold=-0.40069499999999997 -0.16409499999999999 0.14823500000000003 0.13225500000000004 0.10871500000000002 0.10877500000000002 0.51292000000000015 0.096385000000000012 0.11125500000000002 0.11308000000000003 0.3137100000000001 0.11392500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 8 7 -7 10 -10 -3 -4
right_child=1 2 11 4 -6 6 -8 -9 9 -11 -12 -13
leaf_value=-0.00051780612368074067 0.00034709782253877129 -1.6367573994958991e-06 -5.0350077573474117e-05 7.1981772280936074e-05 -0.00074360758307416151 -5.3993981848892022e-05 -0.00034772005344248686 0.0010055152585525973 0.00065402603431227908 5.2252328128230655e-05 -0.00029902327113953296 -0.00050477793408447891
leaf_weight=47 47 2501 50 68 50 70 48 60 60 483 194 53
leaf_count=47 47 2501 50 68 50 70 48 60 60 483 194 53
internal_value=0 -1.03833e-06 -5.76229e-06 2.35238e-06 -0.00026667 1.18849e-05 0.000214739 0.000428713 4.80786e-07 0.000120254 -2.33479e-05 -0.00029213
internal_weight=0 3684 3637 3534 118 3416 178 130 3238 543 2695 103
internal_count=3731 3684 3637 3534 118 3416 178 130 3238 543 2695 103
is_linear=0
shrinkage=0.0995203


Tree=8075
num_leaves=20
num_cat=0
split_feature=7 3 1 1 1 20 5 8 3 3 3 9 0 20 20 8 2 8 6
split_gain=0.00105936 0.000663325 0.0014457 0.000820373 0.00161553 0.00397109 0.00141785 0.00221748 0.00211094 0.00092404 0.00131969 0.00088776 0.00170797 0.000841353 0.00140099 0.00154966 0.000716104 0.00147622 0.000801855
threshold=-0.15564499999999998 0.16149500000000003 0.070450000000000026 0.066150000000000028 0.05340000000000001 -0.077724999999999989 -0.46244499999999994 -0.010374999999999999 0.12131500000000002 0.11308000000000003 0.09940000000000003 0.11741500000000002 -0.064859999999999987 -0.09280999999999999 -0.048779999999999997 -0.090440000000000006 -0.091674999999999993 0.0073150000000000012 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 3 -3 4 11 -6 13 9 -9 10 -8 16 -13 -5 -15 -16 18 -18 -2
right_child=1 2 -4 6 5 -7 7 8 -10 -11 -12 12 -14 14 15 -17 17 -19 -20
leaf_value=-0.00042905099999764333 -3.8315917912764801e-05 0.0001125532531066209 -0.00057203896619602106 -0.00041095778977782402 0.0001734410386794738 -0.00094908075102914126 0.00016286594296069485 0.0011533848419050421 0.00020002897064009956 0.00032779088129571767 -0.00052067320315562625 0.00012634032586123322 -0.00070162352399875027 0.00040465919527346241 0.00025191020732654145 -0.0003132200732494825 2.2017147282359861e-05 0.00057530213365527974 -0.0003904274319275264
leaf_weight=58 359 58 61 49 63 60 69 46 51 84 46 46 50 75 76 127 2224 49 80
leaf_count=58 359 58 61 49 63 60 69 46 51 84 46 46 50 75 76 127 2224 49 80
internal_value=0 -1.51353e-07 -0.000231493 7.36442e-06 -1.44328e-05 -0.000367475 0.000111227 0.00026931 0.000660576 7.44785e-05 -0.000103431 7.40087e-07 -0.000296364 -2.93659e-05 3.49485e-05 -9.76116e-05 1.15589e-05 3.43047e-05 -0.000104347
internal_weight=0 3673 119 3554 2931 123 623 296 97 199 115 2808 96 327 278 203 2712 2273 439
internal_count=3731 3673 119 3554 2931 123 623 296 97 199 115 2808 96 327 278 203 2712 2273 439
is_linear=0
shrinkage=0.0995203


Tree=8076
num_leaves=23
num_cat=0
split_feature=20 2 27 18 2 6 0 2 18 18 26 0 3 5 0 27 23 17 3 18 17 3
split_gain=0.0288491 0.00519256 0.00507078 0.0207862 0.00573648 0.0168884 0.00277145 0.00198771 0.0143096 0.00209734 0.00163088 0.00146681 0.00206963 0.00134974 0.00188973 0.00113104 0.00115683 0.00112595 0.00142144 0.00192818 0.00105371 0.00050462
threshold=-0.41270499999999993 -0.08237499999999999 1.0000000180025095e-35 -0.0073899999999999999 -0.083665000000000003 0.089610000000000009 -0.086855000000000002 -0.080644999999999994 0.090540000000000023 0.0020050000000000003 -0.22971 0.048265000000000009 0.087170000000000011 0.0053250000000000016 -0.088174999999999989 0.10530500000000002 0.086650000000000019 -0.56368999999999991 0.11225500000000002 -0.097059999999999994 -0.008069999999999999 0.097095000000000029
decision_type=2 2 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 17 6 -6 8 9 13 -9 15 -13 14 -3 16 -12 -2 19 -19 -8 -5
right_child=1 7 3 21 5 -7 20 10 -10 -11 11 12 -14 -15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.0025125363801566623 -0.00049099787260798713 0.00039109544940513712 -0.0024697470233027595 0.0001695798923720432 -0.00056435846350975395 -0.0021033109017970586 0.00060677638222526506 0.00056838028317059803 0.0015624422925266631 -0.00051173555198349996 1.5670208150841145e-05 0.00082525048849146237 3.4739722616316382e-06 0.00057207124360341712 -0.00035784138036391725 -0.00040448478709696588 -0.00045667465312632582 0.00037575398574790549 -0.00041807580352192051 -1.9789894505005988e-05 -4.4784204362310152e-05 -0.00025226640327844093
leaf_weight=47 47 58 47 72 65 54 48 53 69 71 1648 51 80 49 78 71 53 144 72 783 46 46
leaf_count=47 47 58 47 72 65 54 48 53 69 71 1648 51 80 49 78 71 53 144 72 783 46 46
internal_value=0 -3.08725e-05 -0.000180133 -0.000699835 -0.000111373 -0.000582233 -6.04912e-05 6.19501e-05 0.000290088 -4.96531e-05 2.36252e-05 8.02313e-06 0.000329651 0.000123262 -3.24225e-05 -1.52922e-05 4.71546e-07 -1.47074e-05 6.88125e-06 4.07707e-05 0.000279219 0
internal_weight=0 3705 1424 165 1259 213 159 2281 325 256 1956 1903 131 185 136 1772 1701 1046 999 927 94 118
internal_count=3752 3705 1424 165 1259 213 159 2281 325 256 1956 1903 131 185 136 1772 1701 1046 999 927 94 118
is_linear=0
shrinkage=0.0995203


Tree=8077
num_leaves=27
num_cat=0
split_feature=6 17 27 18 3 3 3 0 3 18 18 1 18 18 0 5 9 1 18 1 9 26 1 1 2 8
split_gain=0.0248941 0.00437296 0.00789513 0.0179417 0.00273311 0.00371097 0.011912 0.00234408 0.00216916 0.00160729 0.00934316 0.00889943 0.00217659 0.00149322 0.00145029 0.00131476 0.00201769 0.00165627 0.00077069 0.000729662 0.000680515 0.00209668 0.00151602 0.0013385 0.00109436 0.000761628
threshold=0.23663500000000004 -0.085715 1.0000000180025095e-35 -0.0039399999999999991 0.08511500000000001 0.089305000000000009 0.088605000000000017 -0.080974999999999991 0.08785500000000003 0.089365000000000014 0.092750000000000013 -0.079629999999999992 0.086065000000000016 0.081485000000000016 -0.081909999999999997 -0.49053999999999998 0.11408000000000003 0.44303500000000012 -0.010694999999999998 0.058455000000000014 0.08758500000000001 0.085355000000000028 -0.077429999999999985 -0.080349999999999991 -0.079149999999999984 -0.083504999999999982
decision_type=2 2 2 2 2 2 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 7 6 8 -1 -6 12 11 -11 13 15 18 17 -17 -3 -7 -16 21 25 23 -22 -24 -12
right_child=-2 9 3 -5 5 14 -8 -9 -10 10 20 -13 -14 -15 19 16 -18 -19 -20 -21 22 -23 24 -25 -26 -27
leaf_value=0 -0.0022185738802212702 8.7871123945090356e-05 -0.0024897247952157765 7.5193447059829203e-05 -0.00034629722260875187 0.00045026936453988232 -0.0018496700677461655 0.0008628965150061646 0.00038667826047678532 0.0020782734366352833 0.00028314657121150606 0.00023402863984320541 -0.0005007428779011425 0.00058343868140618726 -6.1323038594836117e-05 6.5061319731546393e-08 -0.00048045926466087782 0.00071284721118683599 -1.6741084890163886e-05 -0.00038636607746389469 2.688982760156685e-05 -0.00072614451590514615 -0.00045961927932039394 0.00074157913986751299 6.0527328224831468e-05 -0.00018895211012066784
leaf_weight=87 52 243 46 64 141 79 51 49 55 46 69 62 82 46 427 1403 92 52 57 84 53 46 50 56 195 65
leaf_count=87 52 243 46 64 141 79 51 49 55 46 69 62 82 46 427 1403 92 52 57 84 53 46 50 56 195 65
internal_value=0 -2.54194e-05 -0.000187693 -0.000989967 -0.000101219 -0.000165049 -0.000493497 0.00031235 -0.000136439 4.65235e-05 0.000182828 0.00102712 4.72198e-07 2.33035e-05 -3.83946e-05 8.45162e-06 -2.89581e-05 0.000200812 0.000248518 -0.000116357 1.05394e-05 -0.000145264 9.20737e-05 0.00040158 -4.22838e-05 4.80343e-05
internal_weight=0 3700 1140 110 1030 894 247 136 196 2560 642 108 1918 1836 647 1790 1495 295 136 511 534 180 354 109 245 134
internal_count=3752 3700 1140 110 1030 894 247 136 196 2560 642 108 1918 1836 647 1790 1495 295 136 511 534 180 354 109 245 134
is_linear=0
shrinkage=0.0995203


Tree=8078
num_leaves=23
num_cat=0
split_feature=20 18 27 18 3 18 8 1 6 6 26 9 9 18 26 4 1 6 1 8 6 0
split_gain=0.0209141 0.00363828 0.0184121 0.00976588 0.00182869 0.00228814 0.00234155 0.00149895 0.00140973 0.0090817 0.00151851 0.00168906 0.00207707 0.00129768 0.00605944 0.00119865 0.00109909 0.00108301 0.00139749 0.00542343 0.00538375 0.00108108
threshold=-0.41270499999999993 -0.087529999999999983 1.0000000180025095e-35 -0.089234999999999995 0.087515000000000023 -0.1394 -0.082244999999999999 -0.49837999999999999 0.08866000000000003 0.089430000000000023 -0.231015 0.084055000000000032 0.084380000000000024 -0.015979999999999998 0.083705000000000016 0.10801000000000002 -0.018369999999999997 0.089985000000000023 -0.083284999999999984 -0.074504999999999988 0.092120000000000021 -0.15137999999999999
decision_type=2 2 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 -2 -7 -6 10 -10 -3 13 -13 14 -12 -14 -9 -11 19 -19 -20 -15
right_child=1 8 -4 -5 7 6 -8 16 9 17 11 12 15 21 -16 -17 -18 18 20 -21 -22 -23
leaf_value=-0.0021367281065634083 0.00079209703259451906 0.00044490579043182627 -0.0020590861401829125 -0.0010952467716832904 -0.0005782725721302245 0.00057296121529521685 -0.00022139194117195418 0.00013465041227880058 0.0012891686108754139 -0.00038860047156645034 -0.00023144531382957148 -0.00075986384772236057 -4.8095207071568374e-05 0.00022723192622391397 0.0012132974076396678 -0.00042198187248873901 -0.00018429669192972716 0.00019704600345362138 0.00087025285541726433 -0.0010914343121394192 1.0618544114076544e-05 -4.3552044697070215e-05
leaf_weight=47 61 69 50 85 52 58 99 232 63 53 66 47 993 196 50 94 198 107 87 46 435 564
leaf_count=47 61 69 50 85 52 58 99 232 63 53 66 47 993 196 50 94 198 107 87 46 435 564
internal_value=0 -2.3699e-05 -0.000206658 -8.76257e-05 3.35589e-05 0.000273541 6.68493e-05 -7.32823e-05 2.9246e-05 0.000142414 -1.34175e-05 -2.95583e-05 -0.000110032 7.36815e-05 0.000384232 -8.11808e-05 -1.03098e-05 4.2051e-05 7.7078e-05 -0.00018499 0.000155459 2.52046e-05
internal_weight=0 3705 835 785 700 218 157 482 2870 791 2079 2010 1134 876 116 1087 430 728 675 153 522 760
internal_count=3752 3705 835 785 700 218 157 482 2870 791 2079 2010 1134 876 116 1087 430 728 675 153 522 760
is_linear=0
shrinkage=0.0995203


Tree=8079
num_leaves=24
num_cat=0
split_feature=6 2 2 0 17 1 2 17 1 17 3 17 29 17 0 20 1 6 6 6 1 3 3
split_gain=0.0180507 0.00384025 0.00523484 0.011863 0.00360052 0.0204505 0.00512396 0.00150224 0.00126854 0.00108158 0.00284516 0.00148506 0.00234322 0.00171685 0.00103486 0.0010395 0.00102619 0.00745147 0.00638582 0.00240943 0.000873101 0.000848947 0.000625967
threshold=0.23663500000000004 -0.081604999999999997 -0.080874999999999989 -0.084369999999999987 -0.085715 -0.0021099999999999995 -0.083769999999999997 -0.069799999999999987 -0.50763499999999995 -0.093784999999999993 0.087745000000000031 -0.081244999999999998 -0.025204999999999998 -0.067015000000000005 -0.08076499999999999 -0.01137 -0.083284999999999984 0.091495000000000007 0.089725000000000013 0.086420000000000011 -0.08616 0.10871500000000002 0.088185000000000027
decision_type=2 2 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 6 14 -6 -4 10 -10 12 -11 -13 15 -1 18 19 20 -18 -9 -12 -16
right_child=-2 2 8 -5 7 -7 -8 16 9 11 21 13 -14 -15 22 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=-0.00024392515713228649 -0.0018868862242510291 -3.8865849649637595e-05 0.00040489936472192873 0.0019436392184434405 0.0004168581009762767 -0.0021386617787606654 -0.00087956092852459146 0.00017714655501969423 -0.00085600368262988506 -2.7672734597073816e-05 0.0001671085824519408 -0.00047743625244453682 0.00088660912670435025 4.5701498281200367e-05 -0.00046819510281078427 0.00025367392683839861 -1.7442010514487955e-05 0.00098673684776846068 -0.0011943804270706381 -0.00061976463228179178 -0.00021612612498381382 -0.00016195266138115545 -7.3126918644518491e-05
leaf_weight=53 52 80 85 47 73 56 80 137 48 56 126 65 52 1346 52 175 474 70 53 77 94 199 202
leaf_count=53 52 80 85 47 73 56 80 137 48 56 126 65 52 1346 52 175 474 70 53 77 94 199 202
internal_value=0 -1.93139e-05 6.87326e-05 0.000688372 -0.000135898 -0.000324011 -0.000141735 -1.61924e-05 2.85137e-05 1.11715e-05 -0.00014011 4.88586e-05 0.000404957 2.10221e-05 -1.75758e-05 0.000134413 -5.20281e-05 1.84299e-05 -0.000208975 -0.0001031 1.35697e-05 -3.18593e-05 -0.00015723
internal_weight=0 3700 2104 127 1596 618 562 978 1977 1892 373 1519 108 1411 482 228 905 621 284 551 231 325 254
internal_count=3752 3700 2104 127 1596 618 562 978 1977 1892 373 1519 108 1411 482 228 905 621 284 551 231 325 254
is_linear=0
shrinkage=0.0995203


Tree=8080
num_leaves=14
num_cat=0
split_feature=18 17 21 17 12 20 21 26 26 21 23 8 1
split_gain=0.0287349 0.00290905 0.00986188 0.0104556 0.00207844 0.00201859 0.00130524 0.00101613 0.00168974 0.000667852 0.000592203 0.000918069 0.000608323
threshold=0.26473000000000008 0.056905000000000011 -0.083269999999999997 0.066010000000000027 0.094205000000000025 -0.224635 -0.015724999999999999 0.11023000000000002 0.096980000000000025 -0.091104999999999992 -0.017849999999999998 -0.07106999999999998 0.50462500000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 -5 8 -8 -7 11 -11 -12
right_child=-2 2 3 6 -6 9 7 -9 -10 10 12 -13 -14
leaf_value=0.00049951652884098086 -0.0019924130769715682 0.0014840441543580568 0.001264094514152299 -0.00050438225388167593 -0.00064704368004001359 -0.00030451992613038284 5.0150713450899046e-05 0.00037555941191958576 -0.00048145953725759741 5.0601499717650898e-05 1.5541150535171129e-06 -0.00055732911475881905 0.00031270383289758955
leaf_weight=80 70 56 71 48 49 73 505 76 67 47 2486 47 64
leaf_count=80 70 56 71 48 49 73 505 76 67 47 2486 47 64
internal_value=0 4.30585e-05 0.000207869 0.000113626 -4.31348e-06 6.65369e-06 -2.55878e-06 3.335e-05 -1.06872e-05 -7.55699e-06 3.32449e-07 -0.000244655 9.6844e-06
internal_weight=0 3669 823 767 2846 2797 696 648 572 2717 2644 94 2550
internal_count=3739 3669 823 767 2846 2797 696 648 572 2717 2644 94 2550
is_linear=0
shrinkage=0.0995203


Tree=8081
num_leaves=11
num_cat=0
split_feature=18 19 12 6 3 18 8 4 1 10
split_gain=0.0233013 0.00797799 0.00149625 0.00182612 0.00128872 0.00520275 0.00738247 0.00186448 0.00141573 0.000954885
threshold=0.26473000000000008 0.13857500000000003 0.098385000000000028 0.23153500000000005 0.086015000000000022 0.088250000000000009 -0.088304999999999995 0.14068000000000006 -0.15796999999999997 0.09056500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -7 9 -1 -6
right_child=-2 -3 -4 -5 7 6 -8 -9 -10 -11
leaf_value=-0.00038217670575106904 -0.00179412764090382 0.0013004645173068272 -0.00052381150025743444 0.00059357152673115705 -3.5380289805133575e-05 0.0016920782773345603 -5.5719136253641406e-05 0.00044951878708931868 8.6650509043859967e-05 0.00038267658601806256
leaf_weight=71 70 49 49 56 2608 48 46 84 603 55
leaf_count=71 70 49 49 56 2608 48 46 84 603 55
internal_value=0 3.88177e-05 2.1514e-05 2.9226e-05 2.00021e-05 0.000134054 0.000828065 -1.15864e-05 3.60491e-05 -2.64386e-05
internal_weight=0 3669 3620 3571 3515 768 94 2747 674 2663
internal_count=3739 3669 3620 3571 3515 768 94 2747 674 2663
is_linear=0
shrinkage=0.0995203


Tree=8082
num_leaves=11
num_cat=0
split_feature=18 19 12 6 3 18 17 9 5 1
split_gain=0.0188948 0.00646849 0.00121368 0.0014803 0.00104265 0.00420791 0.00863999 0.00155347 0.00117881 0.0011485
threshold=0.26473000000000008 0.13857500000000003 0.098385000000000028 0.23153500000000005 0.086015000000000022 0.088250000000000009 -0.00265 -0.22988499999999998 -0.54623499999999992 -0.15796999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 -7 -6 -9 -1
right_child=-2 -3 -4 -5 7 6 -8 8 -10 -11
leaf_value=-0.00034414254144030294 -0.0016155757534742933 0.0011710420762753089 -0.00047168159484779244 0.00053449927398630729 0.00047754321603077522 -0.00019376257262210904 0.0017007571380607902 0.00045551720605177564 -3.1509353533633486e-05 7.8027033072082999e-05
leaf_weight=71 70 49 49 56 63 47 47 50 2634 603
leaf_count=71 70 49 49 56 63 47 47 50 2634 603
internal_value=0 3.49768e-05 1.93729e-05 2.63403e-05 1.80115e-05 0.000120607 0.000744789 -1.0374e-05 -2.21316e-05 3.23406e-05
internal_weight=0 3669 3620 3571 3515 768 94 2747 2684 674
internal_count=3739 3669 3620 3571 3515 768 94 2747 2684 674
is_linear=0
shrinkage=0.0995203


Tree=8083
num_leaves=12
num_cat=0
split_feature=18 19 12 20 3 8 8 3 10 4 4
split_gain=0.0153216 0.00524455 0.000984523 0.000980852 0.00172598 0.0010185 0.00498696 0.0095128 0.00164433 0.00148253 0.00134281
threshold=0.26473000000000008 0.13857500000000003 0.098385000000000028 -0.224635 0.10850000000000003 -0.089984999999999996 -0.092094999999999996 0.085795000000000024 0.09056500000000002 0.13962500000000003 0.10716000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 9 -8 10 -5 -7
right_child=-2 -3 -4 5 -6 8 7 -9 -10 -11 -12
leaf_value=0.00070972340222764593 -0.0014547932907820549 0.0010544997398566306 -0.00042473976271448737 -5.3030803349723541e-05 -8.9577511663894969e-05 -6.8736555653929462e-07 0.0017724716793692784 0 0.00056959749203182373 0.00045329831715644378 -0.00024152344052988869
leaf_weight=55 70 49 49 545 49 2430 49 78 47 64 254
leaf_count=55 70 49 49 545 49 2430 49 78 47 64 254
internal_value=0 3.15181e-05 1.74449e-05 2.37417e-05 0.000325258 1.44609e-05 0.000118479 0.000685759 -1.32721e-05 0 -2.37839e-05
internal_weight=0 3669 3620 3571 104 3467 736 127 2731 609 2684
internal_count=3739 3669 3620 3571 104 3467 736 127 2731 609 2684
is_linear=0
shrinkage=0.0995203


Tree=8084
num_leaves=11
num_cat=0
split_feature=28 18 9 19 17 17 18 18 3 3
split_gain=0.00865989 0.00292556 0.00186677 0.00155887 0.00140195 0.00829375 0.00255741 0.000918768 0.00204105 0.00140605
threshold=0.083225000000000021 0.26090000000000008 0.14523000000000005 0.13496500000000003 0.066010000000000027 0.084010000000000015 -0.074709999999999985 0.086285000000000014 0.087325000000000028 0.087515000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 9 -9 -1
right_child=-2 -3 -4 -5 5 6 -8 8 -10 -11
leaf_value=0.00015067763853380704 0.0012062484113557132 0.00064006696378776369 0.00051749333691669349 -0.0004757664242419246 0.0014156527498944606 0.00050284584822227565 -2.2449993111915635e-05 -0.00043280024689149 5.8384493189626204e-07 -1.8205556111294807e-05
leaf_weight=727 66 83 80 59 49 111 517 141 439 1467
leaf_count=727 66 83 80 59 49 111 517 141 439 1467
internal_value=0 5.52454e-05 4.14964e-05 3.04142e-05 3.93054e-05 0.000167764 6.90934e-05 7.65967e-06 -0.000103362 3.73822e-05
internal_weight=0 3673 3590 3510 3451 677 628 2774 580 2194
internal_count=3739 3673 3590 3510 3451 677 628 2774 580 2194
is_linear=0
shrinkage=0.0995203


Tree=8085
num_leaves=13
num_cat=0
split_feature=28 18 30 6 6 6 17 18 17 6 19 12
split_gain=0.00702057 0.00237141 0.00136772 0.00120722 0.00509141 0.00686369 0.0013457 0.00287506 0.00203481 0.00106435 0.000984596 0.000965236
threshold=0.083225000000000021 0.26090000000000008 0.12076500000000003 0.087765000000000024 0.088915000000000022 0.08846500000000003 0.2590050000000001 -0.074709999999999985 0.07134500000000002 0.087075000000000027 0.13496500000000003 -0.086019999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 -5 8 -8 -6 10 11 -1
right_child=-2 -3 -4 4 6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.00039394042539988715 0.0010862022835726275 0.00057636735906545688 0.00056050124402293536 6.6903984414564492e-05 3.030440305609648e-05 0.0015764404729550657 0.000941280612535685 4.420295317186876e-05 -0.00053696432912367766 -0.00038200196307054847 -0.00041232730157296667 2.3727643340706695e-05
leaf_weight=56 66 83 49 71 665 53 48 143 69 73 55 2308
leaf_count=56 66 83 49 71 665 53 48 143 69 73 55 2308
internal_value=0 4.97695e-05 3.73667e-05 2.98964e-05 0.000119506 0.000718711 3.82952e-05 0.000273933 -2.19067e-05 -7.49602e-06 3.46732e-06 1.34873e-05
internal_weight=0 3673 3590 3541 1049 124 925 191 734 2492 2419 2364
internal_count=3739 3673 3590 3541 1049 124 925 191 734 2492 2419 2364
is_linear=0
shrinkage=0.0995203


Tree=8086
num_leaves=11
num_cat=0
split_feature=28 18 9 1 23 26 26 0 26 21
split_gain=0.00569089 0.00192178 0.00153398 0.0026024 0.00118279 0.00130603 0.00284715 0.00154653 0.000840729 0.00100891
threshold=0.083225000000000021 0.26090000000000008 0.12652000000000005 0.15756500000000004 0.086650000000000019 -0.025024999999999999 -0.0063299999999999997 0.12461500000000002 -0.063069999999999987 0.11552500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 8 -7 -8 9 -1
right_child=-2 -3 3 -5 -6 6 7 -9 -10 -11
leaf_value=-0.00012137890634093118 0.00097810324568723805 0.00051900711204808765 0 0.00095128704747034145 -0.00040149421887870299 0.00080265753221039123 5.5774312717868634e-05 -0.00042019353464373176 -0.0004623484533562846 0.00028592803402487679
leaf_weight=437 66 83 69 48 64 50 2724 69 60 69
leaf_count=437 66 83 69 48 64 50 2724 69 60 69
internal_value=0 4.4883e-05 3.36933e-05 0.000388538 2.15034e-05 2.96849e-05 5.7358e-05 4.37226e-05 -0.00010787 -6.42192e-05
internal_weight=0 3673 3590 117 3473 3409 2843 2793 566 506
internal_count=3739 3673 3590 117 3473 3409 2843 2793 566 506
is_linear=0
shrinkage=0.0995203


Tree=8087
num_leaves=17
num_cat=0
split_feature=28 27 5 5 26 17 17 1 5 5 5 19 0 20 5 9
split_gain=0.00463394 0.00156765 0.000809598 0.00448113 0.0118627 0.00171165 0.00139076 0.00117801 0.00188289 0.00232178 0.0017653 0.0016563 0.00125924 0.000909327 0.000816679 0.000724195
threshold=0.082705000000000015 0.11470500000000003 -0.094469999999999985 -0.088604999999999989 0.088165000000000021 -0.067015000000000005 -1.0000000180025095e-35 -0.0083149999999999995 -0.067559999999999995 -0.037239999999999995 -0.017704999999999995 0.092740000000000031 -0.070134999999999989 -0.083495 -0.10894 0.11408000000000003
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 12 -10 11 -9 -5 -12 15 -8
right_child=-2 -3 3 7 -6 6 14 10 9 -11 13 -13 -14 -15 -16 -17
leaf_value=-0.00057857376504388629 0.00086405293771609577 0.00061208489764069467 -4.2440631030487561e-05 -0.00011659667892758519 0.0018962339659399517 0.00043469124165864716 7.9678658380164862e-06 0.00057001740918507051 0.00040630788171089972 -8.7961099839470771e-07 -0.00034443756470993757 -4.0984179336148266e-06 -0.00060970376469569084 9.0796100993364634e-05 -0.00043715442756356895 -0.00035016248063142946
leaf_weight=57 69 47 91 208 47 63 632 147 151 1654 58 71 71 261 51 61
leaf_count=57 69 47 91 208 47 63 632 147 151 1654 58 71 71 261 51 61
internal_value=0 4.0038e-05 3.2391e-05 5.8856e-05 0.000611901 -5.11716e-05 -1.29057e-05 2.94249e-05 -4.06051e-06 3.27308e-05 0.0001609 0.00037928 -0.000245017 9.09644e-06 -5.19074e-05 -2.23746e-05
internal_weight=0 3670 3623 2759 138 864 807 2621 2084 1805 537 218 279 319 744 693
internal_count=3739 3670 3623 2759 138 864 807 2621 2084 1805 537 218 279 319 744 693
is_linear=0
shrinkage=0.0995203


Tree=8088
num_leaves=21
num_cat=0
split_feature=28 6 2 27 2 17 6 2 6 2 6 5 9 4 21 0 9 0 2 1
split_gain=0.0223969 0.0029784 0.00217533 0.00718033 0.00113313 0.0016126 0.00233209 0.0026552 0.00229079 0.00126693 0.00122237 0.00173133 0.00109107 0.00106977 0.000961352 0.00413202 0.00163174 0.000717142 0.00125326 0.000371834
threshold=0.083225000000000021 0.23153500000000005 -0.087804999999999994 0.083650000000000016 -0.079739999999999991 -0.011809999999999999 0.087765000000000024 -0.083104999999999998 0.086420000000000011 -0.079149999999999984 0.097375000000000031 -0.06515 0.11296000000000002 0.10386500000000003 0.089350000000000027 -0.070134999999999989 0.089605000000000018 -0.084665000000000004 -0.090919999999999987 -0.090374999999999997
decision_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 13 5 14 8 -8 -7 -6 12 -12 -11 17 15 -4 -16 19 -19 -1
right_child=-2 -3 4 -5 9 6 7 -9 -10 10 11 -13 -14 -15 16 -17 -18 18 -20 -21
leaf_value=0.00016042719114721141 -0.0017733464315786472 0.00071245213096890058 2.7452673164972713e-05 0.0011074311705149445 0.000466297646648948 -0.00027102343999617622 0.00048422212575806881 -0.00028438196223764075 -0.00097909232216958526 -1.3182049023912722e-05 0.00064363393329165762 5.2507179321410311e-05 -0.00031493421862652742 -0.00027902679035178866 -0.00010863803395874438 -0.00096040072868560191 0.00063756037819843818 0.0001128089225092902 0.00068427150842578625 -0.00011597654430129553
leaf_weight=68 71 59 462 71 59 333 81 98 54 1255 63 240 132 84 56 46 57 257 46 158
leaf_count=68 71 59 462 71 59 333 81 98 54 1255 63 240 132 84 56 46 57 257 46 158
internal_value=0 1.10454e-05 -1.60244e-07 0.000159446 -3.76226e-05 -0.000112743 -0.000234254 5.88488e-05 -0.000371939 1.28916e-05 -2.45295e-06 0.000178117 -4.24899e-05 4.83114e-05 -6.75491e-07 -6.03872e-05 0.000260519 0.000101837 0.000202267 -2.91886e-05
internal_weight=0 3679 3620 684 2936 1187 566 179 387 1749 1690 303 1387 613 621 508 113 529 303 226
internal_count=3750 3679 3620 684 2936 1187 566 179 387 1749 1690 303 1387 613 621 508 113 529 303 226
is_linear=0
shrinkage=0.0995203


Tree=8089
num_leaves=12
num_cat=0
split_feature=27 4 27 6 18 23 18 17 5 0 0
split_gain=0.00422266 0.0160425 0.00474419 0.00229112 0.00178145 0.000902326 0.000803756 0.00276574 0.00116025 0.000754201 0.000581206
threshold=0.08988500000000002 0.087270000000000028 0.083925000000000013 0.23153500000000005 0.26090000000000008 0.086650000000000019 -0.040349999999999997 -0.55286000000000002 -0.02504 -0.059114999999999994 -0.093765000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 8 -8 -1 10 -3
right_child=1 9 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.0003269015386894522 -0.0020939866771981408 0 0.0007214969792127433 0.00067175435271771701 0.0004685285438179939 -0.00042480827624772661 -0.00081106770909193844 -4.4839107198919875e-05 5.2837294222150847e-06 0.00022921174937291477 -0.00041101742375998501
leaf_weight=124 46 84 90 48 72 57 48 1929 1125 68 59
leaf_count=124 46 84 90 48 72 57 48 1929 1125 68 59
internal_value=0 -0.000409633 8.1797e-06 -1.0445e-05 -2.04493e-05 -3.14225e-05 -2.4218e-05 -6.38566e-05 3.78692e-05 -3.85473e-05 -0.000171598
internal_weight=0 257 3493 3403 3355 3283 3226 1977 1249 211 143
internal_count=3750 257 3493 3403 3355 3283 3226 1977 1249 211 143
is_linear=0
shrinkage=0.0995203


Tree=8090
num_leaves=11
num_cat=0
split_feature=28 26 26 10 10 18 1 5 9 5
split_gain=0.0165696 0.00350596 0.0111419 0.00176387 0.00108498 0.00105231 0.000852893 0.000825687 0.00179405 0.00102943
threshold=0.083225000000000021 -0.15866 -0.23202999999999999 0.09056500000000002 0.086165000000000019 0.26090000000000008 0.00039500000000000011 -0.067559999999999995 0.11296000000000002 -0.037239999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 7 -1 8 -3 -9
right_child=-2 3 -4 -5 -6 -7 -8 9 -10 -11
leaf_value=7.4308271443496187e-05 -0.0015241384444254784 -5.077312131474854e-05 0.0014920733901145167 0.00054786741342045364 -0.00040806734104282199 0.00037531270807953521 -0.00047725805618660305 0.00023898162885095103 -0.00052858910130166561 -3.2857191229646005e-06
leaf_weight=63 71 1181 64 55 70 68 47 191 84 1856
leaf_count=63 71 1181 64 55 70 68 47 191 84 1856
internal_value=0 1.06541e-05 0.000446799 -1.07641e-05 -1.99071e-05 -1.16261e-05 -0.000153919 -1.98176e-05 -8.31488e-05 1.89197e-05
internal_weight=0 3679 174 3505 3450 3380 110 3312 1265 2047
internal_count=3750 3679 174 3505 3450 3380 110 3312 1265 2047
is_linear=0
shrinkage=0.0995203


Tree=8091
num_leaves=14
num_cat=0
split_feature=28 26 6 6 17 17 5 5 5 2 9 1 8
split_gain=0.0134356 0.00288699 0.0106765 0.00182536 0.00124996 0.00209529 0.000917948 0.00148535 0.00128414 0.00310363 0.000987297 0.000969582 0.000575473
threshold=0.083225000000000021 -0.16205499999999998 -0.017084999999999999 0.18123500000000006 -0.56005499999999986 -0.57205499999999987 -0.067559999999999995 -0.071044999999999983 -0.037239999999999995 -0.079739999999999991 0.094375000000000028 -0.078729999999999994 0.24614500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 5 -3 7 11 9 -8 -10 -6 -1
right_child=-2 3 -4 -5 6 -7 8 -9 10 -11 -12 -13 -14
leaf_value=3.8132300054400251e-05 -0.0013724558494880711 4.7675741405633149e-05 0.0015355530367937471 0.00049323748937169269 -0.00022498000275938948 -0.00085161074403490133 -0.00041162147794971272 -0.00060277519576814643 -3.1675752055952775e-05 0.00046857612897607007 0.00015204876893262987 -7.1370458297558928e-06 -0.00041061331944272406
leaf_weight=64 71 53 56 70 257 47 51 51 1461 168 361 993 47
leaf_count=64 71 53 56 70 257 47 51 51 1461 168 361 993 47
internal_value=0 9.57163e-06 0.000413968 -9.42483e-06 -1.98853e-05 -0.000366803 -9.25983e-06 -7.47777e-05 3.21023e-05 0.000259861 4.27701e-06 -5.25805e-05 -0.000144502
internal_weight=0 3679 167 3512 3442 100 3342 1301 2041 219 1822 1250 111
internal_count=3750 3679 167 3512 3442 100 3342 1301 2041 219 1822 1250 111
is_linear=0
shrinkage=0.0995203


Tree=8092
num_leaves=30
num_cat=0
split_feature=18 18 6 3 3 1 1 1 18 2 1 2 21 1 5 9 7 21 6 9 9 0 5 21 8 8 6 2 0
split_gain=0.00170209 0.00576901 0.01095 0.00143833 0.00145746 0.00169501 0.0014008 0.00216063 0.00197547 0.00178295 0.00277707 0.00129507 0.00128801 0.00163409 0.00229752 0.00190393 0.00182194 0.00162158 0.00101807 0.00213912 0.00346898 0.00296294 0.00162244 0.000995002 0.00187389 0.00189556 0.000719073 0.000594484 0.000189442
threshold=0.089505000000000015 0.093060000000000018 0.087235000000000021 0.10057000000000002 0.097595000000000029 -0.046044999999999996 -0.049499999999999995 -0.072579999999999992 0.15374500000000005 -0.078289999999999985 -0.077634999999999996 -0.081665000000000001 0.089350000000000027 -0.49056499999999997 0.26411500000000004 0.11408000000000003 0.054685000000000004 0.093685000000000032 0.11884000000000002 0.093825000000000033 0.09253500000000002 -0.078289999999999985 0.26473000000000008 0.13042000000000004 -0.00076499999999999995 -0.07106999999999998 -0.089284999999999989 -0.065379999999999994 -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 2 2 2 2
left_child=3 2 -2 4 18 -6 7 9 26 11 -11 28 13 -5 15 16 -15 -14 19 20 22 -21 -1 24 25 -19 -8 -28 -3
right_child=1 6 -4 12 5 -7 8 -9 -10 10 -12 -13 17 14 -16 -17 -18 23 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=-3.498756970716575e-05 7.2124140829434319e-06 0.0001634495117195145 0.0018997308012495293 0.00040189820012321437 -2.4049223431643483e-05 -0.00085680685161176504 0.00023677638099361332 -0.00063656158670612076 0.00061826581749075088 -9.2638102849616386e-05 0.00079556690203635289 -0.00051297400935598997 0.00076357840148634211 -2.1024091471805927e-05 -0.0007450507607848555 -0.00059041307248192804 0.0006444808005573304 -4.707023957382212e-05 0.00038595568554062524 0 0.00073637804260163033 -0.00083905856441870953 -0.00047353703623078286 0.00042901029226528957 -0.0004157423541436071 0.00058270479146789336 7.9725788366075167e-05 -0.00036021907607754991 -0.00010518368875805038
leaf_weight=1514 79 50 50 77 51 50 91 63 77 84 58 78 47 341 48 51 46 120 50 86 56 81 89 86 67 76 58 59 52
leaf_count=1514 79 50 50 77 51 50 91 63 77 84 58 78 47 341 48 51 46 120 50 86 56 81 89 86 67 76 58 59 52
internal_value=0 0.000137482 0.000747093 -2.62804e-05 -7.49996e-05 -0.000444411 1.88873e-05 -0.000103558 0.000187168 0 0.000264385 -0.000207273 7.33018e-05 -2.21145e-05 -9.09779e-05 -1.74296e-05 5.59646e-05 0.000211024 -5.46749e-05 -6.71887e-05 -3.24767e-05 -0.000407121 -5.98469e-05 0.000134266 3.47724e-05 0.000192952 2.36434e-05 -0.00013513 1.84735e-05
internal_weight=0 799 129 2936 1977 101 670 385 285 322 142 180 959 563 486 438 387 396 1876 1826 1659 167 1603 349 263 196 208 117 102
internal_count=3735 799 129 2936 1977 101 670 385 285 322 142 180 959 563 486 438 387 396 1876 1826 1659 167 1603 349 263 196 208 117 102
is_linear=0
shrinkage=0.0995203


Tree=8093
num_leaves=28
num_cat=0
split_feature=3 3 9 17 3 9 3 0 3 3 26 26 26 17 17 17 17 3 3 9 26 29 9 5 3 10 26
split_gain=0.00143383 0.0127627 0.00126876 0.00118902 0.00333582 0.00950522 0.00207862 0.00226226 0.00167552 0.00162568 0.00129328 0.00360443 0.00339168 0.00124058 0.00123264 0.0011102 0.00152821 0.00134926 0.00200312 0.00110047 0.00354594 0.00316803 0.00116947 0.00101946 0.00238574 0.000762089 0.000578101
threshold=0.087745000000000031 0.087925000000000017 0.10263500000000002 -0.068169999999999994 0.08511500000000001 0.084155000000000021 0.086605000000000029 -0.085684999999999997 0.086535000000000015 0.086130000000000026 0.087745000000000031 0.088825000000000029 0.086760000000000018 -0.092124999999999999 -0.14169499999999999 -0.0073949999999999997 -0.0020399999999999997 0.088385000000000033 0.088805000000000023 0.11408000000000003 0.11861500000000001 0.10293500000000003 0.10371500000000002 -0.080119999999999983 0.091615000000000016 0.086275000000000018 0.084495000000000028
decision_type=2 2 2 2 2 2 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 13 -6 9 -8 -7 10 12 -12 -5 14 26 17 -17 -3 -19 21 -21 22 -18 24 -20 -25 -1
right_child=1 15 -4 6 5 8 7 -9 -10 -11 11 -13 -14 -15 -16 16 19 18 23 20 -22 -23 -24 25 -26 -27 -28
leaf_value=-0.00017441144703122759 0.0016567710869441143 0.00053512374350160802 -0.00054418427347386754 1.3668508714329691e-05 -0.0017384991954590527 0.00036780613670986867 0 0.00078885859163191395 -0.00040038583699955052 -0.00054200634900304916 0.0009698048755468104 -0.00014201357495813568 -0.00087234476608498976 -0.0002949931155770486 0.00063599060583569673 -0.00059264276468449237 -9.8421800647166471e-07 -0.00056746052760265773 0.00088798223019403619 0.00016130512672830118 -0.00099097723741123594 0.00081325233830911476 -0.00041185060272263657 3.2454085140478833e-05 -6.0134195537851034e-07 0.00040593509293234732 0.00028850976190774355
leaf_weight=63 48 63 57 325 47 51 80 65 62 64 46 75 49 72 46 49 1000 48 50 60 46 46 74 975 70 58 46
leaf_count=63 48 63 57 325 47 51 80 65 62 64 46 75 49 72 46 49 1000 48 50 60 46 46 74 975 70 58 46
internal_value=0 4.89162e-05 -8.4664e-05 -5.99057e-05 -0.000200196 -0.000548596 1.60511e-05 0.000352756 -4.64352e-05 -6.9823e-05 -7.11919e-06 0.000273896 -0.000100225 4.17665e-05 0.000203478 1.81971e-05 -4.69148e-05 8.45232e-05 6.02048e-05 -2.44357e-05 -0.000331019 3.8493e-06 -3.00557e-05 8.70448e-05 0.00036282 5.42165e-05 1.34395e-05
internal_weight=0 2587 1148 1091 387 160 704 145 113 559 495 121 374 227 155 2539 1275 1264 1201 1226 106 1120 1074 1153 120 1033 109
internal_count=3735 2587 1148 1091 387 160 704 145 113 559 495 121 374 227 155 2539 1275 1264 1201 1226 106 1120 1074 1153 120 1033 109
is_linear=0
shrinkage=0.0995203


Tree=8094
num_leaves=20
num_cat=0
split_feature=18 18 17 12 17 1 1 1 1 1 9 3 20 21 21 20 3 17 21
split_gain=0.00148962 0.0127416 0.00158746 0.00119738 0.00101452 0.000989838 0.00191588 0.00189556 0.00161908 0.00118389 0.0014189 0.000870178 0.00158694 0.00122314 0.00111005 0.00132369 0.00125436 0.000684153 0.000714697
threshold=0.092545000000000016 0.094870000000000024 -0.56368999999999991 -0.086019999999999999 -0.55157999999999996 -0.049499999999999995 -0.010395 -0.072579999999999992 -0.076894999999999991 -0.078509999999999983 0.08758500000000001 0.10057000000000002 0.10252000000000001 0.094640000000000016 0.090585000000000013 -0.099079999999999988 0.10669500000000003 -0.031185000000000001 0.092470000000000011
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 7 -7 8 9 10 -3 12 13 -6 15 -13 -16 -8 -19
right_child=1 5 3 4 11 6 17 -9 -10 -11 -12 14 -14 -15 16 -17 -18 18 -20
leaf_value=0.00045542472882193239 0.0015923266554118555 -0.0002489181452788129 -0.00049899869470643762 -0.00043051490863132291 -1.2406092083429611e-05 0.00064752845355194673 -0.00026658398519224216 -0.00060098476754703682 0.00055086115969557592 -0.00054181009528685164 0.00027315106752914261 0.00045478766711202871 -0.00061350704186633321 -0.00028418630640810209 0.00055598557070417462 -8.3435937063709224e-05 9.9815868560091585e-05 -0.00011209661082782924 0.00031853139844976915
leaf_weight=67 55 103 54 60 1750 61 61 61 46 47 103 50 49 182 77 459 299 65 86
leaf_count=67 55 103 54 60 1750 61 61 61 46 47 103 50 49 182 77 459 299 65 86
internal_value=0 0.000139266 -2.28022e-05 -3.3829e-05 -2.49644e-05 1.17192e-05 0.000155774 -9.52488e-05 5.19032e-06 -9.0787e-05 8.14255e-06 -1.61885e-05 -5.307e-05 -3.84323e-05 6.54427e-05 -2.89569e-05 0.000195411 1.04176e-05 0.00012774
internal_weight=0 688 3047 2980 2926 633 273 360 299 253 206 2866 1981 1932 885 509 376 212 151
internal_count=3735 688 3047 2980 2926 633 273 360 299 253 206 2866 1981 1932 885 509 376 212 151
is_linear=0
shrinkage=0.0995203


Tree=8095
num_leaves=21
num_cat=0
split_feature=1 5 8 8 21 2 5 20 0 9 9 9 26 26 5 9 5 5 2 5
split_gain=0.00101697 0.00199306 0.000791685 0.0139805 0.00105568 0.00164242 0.000995656 0.00105867 0.00203977 0.00136712 0.00364614 0.00136979 0.000687154 0.00131002 0.000805401 0.000622648 0.000608669 0.000533486 0.000348048 0.000153864
threshold=0.51613500000000012 -0.49053999999999998 -0.088144999999999987 -0.089044999999999999 0.13042000000000004 -0.032624999999999994 0.62931500000000018 -0.089994999999999992 -0.091364999999999988 0.083875000000000019 0.083610000000000032 0.084595000000000017 0.094025000000000011 0.090715000000000032 -0.14035499999999998 0.092605000000000021 -0.45822499999999994 -0.096354999999999996 -0.069459999999999994 -0.025879999999999997
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 12 6 18 7 8 -4 10 -9 -11 13 16 -14 -10 -1 -18 -6 -16
right_child=1 -3 4 -5 5 -7 -8 9 15 11 -12 -13 14 -15 19 -17 17 -19 -20 -21
leaf_value=0.00020709800828390263 0.00012553235539685062 -0.00073072379569144141 0.00065722781386270057 0.0014262159629737344 0.0001616708970889128 0.00061835770546950382 0.00033055790144571808 -0.00011392007736208514 -0.00013589911480680789 0.00027461285674913781 -0.0010255605533636761 -4.1645742895841854e-05 -0.00016126653742257961 -0.00057558506347756759 0.00044754572208661098 0.00024054581255165917 -0.00026670568177211994 -1.4201134508700959e-05 -0.000220901654122162 0.00016810232591129721
leaf_weight=91 52 53 61 72 46 66 75 505 124 148 48 1591 48 47 55 67 109 380 47 50
leaf_count=91 52 53 61 72 46 66 75 505 124 148 48 1591 48 47 55 67 109 380 47 50
internal_value=0 -0.000298877 1.51335e-05 9.91483e-05 -1.03387e-05 0.000238152 -2.57372e-05 -3.6563e-05 0.000156175 -5.81112e-05 -0.00019453 -1.42594e-05 -2.23008e-05 -6.93662e-05 0.000165225 0 -2.69335e-05 -7.21595e-05 -2.28698e-05 0.000322274
internal_weight=0 105 3630 852 2778 159 2619 2544 252 2292 553 1739 780 627 153 191 580 489 93 105
internal_count=3735 105 3630 852 2778 159 2619 2544 252 2292 553 1739 780 627 153 191 580 489 93 105
is_linear=0
shrinkage=0.0995203


Tree=8096
num_leaves=29
num_cat=0
split_feature=5 5 6 3 2 2 17 2 8 3 5 3 17 6 5 3 0 1 2 3 3 20 17 17 6 17 11 1
split_gain=0.00246701 0.0124764 0.00136762 0.00157386 0.0019176 0.00175986 0.00159361 0.00135744 0.00114046 0.00112259 0.00155862 0.00112073 0.00259694 0.00269072 0.00226751 0.00130418 0.0023572 0.00289964 0.00351753 0.00173105 0.00139555 0.0015028 0.00121715 0.00193404 0.00158605 0.00114994 0.00196316 0.000967666
threshold=-0.010074999999999999 -0.0091849999999999987 0.18123500000000006 0.085965000000000028 -0.086304999999999993 -0.083769999999999997 -0.56655999999999984 -0.013174999999999999 -0.081415000000000001 0.087975000000000012 -0.0047599999999999995 0.084290000000000018 0.11180000000000002 0.085760000000000017 -0.012164999999999999 0.089655000000000026 -0.087724999999999984 -0.011155 -0.082704999999999987 0.090360000000000024 0.085845000000000019 -0.066619999999999999 -0.05543 -0.033249999999999995 -0.091704999999999995 -0.013885 -0.084384999999999988 -0.50388999999999995
decision_type=2 2 2 2 2 2 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 -2 3 4 8 -6 -5 -7 -3 10 -8 12 13 25 15 16 20 18 -18 -17 -13 -22 24 -24 -21 -1 -27 -11
right_child=1 2 -4 6 5 7 9 -9 -10 27 -12 14 -14 -15 -16 19 17 -19 -20 22 21 -23 23 -25 -26 26 -28 -29
leaf_value=-0.00026454613048448124 0.001698657696242555 -0.00032563494786809553 0.00055800414635512102 -0.00055392191806403297 0.00099623461197008651 -0.00010226131214013706 -0.00072190083806027931 0.00062489855069146208 0.0002703481971249533 0.00036129976915005586 -2.3826029742080504e-05 -0.00038098421191087975 -0.00052907663895933234 0.00088433131865321604 -0.00065502775834982584 0.00048568163479100471 0.00025675008815255435 -0.0010424441795528329 -0.00054182280592944174 -0.00018319593413339142 -0.00013320860763512725 0.00043709310403541185 -0.00057598764078106495 -5.2923027948398744e-05 0.00055868977806035943 -0.00027808455098341601 0.00050606743209468557 1.9275551735970649e-06
leaf_weight=68 46 68 48 55 46 52 49 47 59 81 97 66 54 50 73 61 85 58 148 47 88 92 76 985 68 47 91 944
leaf_count=68 46 68 48 55 46 52 49 47 59 81 97 66 54 50 73 61 85 58 148 47 88 92 76 985 68 47 91 944
internal_value=0 8.31425e-05 3.45446e-05 1.7225e-05 0.000234143 0.000481927 -3.02326e-05 0.000234687 -4.2315e-05 -4.9366e-06 -0.000263719 -8.01259e-05 9.35555e-05 0.00022809 -0.00010972 -8.68189e-05 -0.000216576 -0.000408343 -0.000246985 -2.98278e-05 6.94306e-06 0.000153731 -5.72638e-05 -9.1162e-05 0.000248366 6.48338e-05 0.000233069 3.11254e-05
internal_weight=0 1592 1546 1498 272 145 1226 99 127 1171 146 2157 310 256 1847 1774 537 291 233 1237 246 180 1176 1061 115 206 138 1025
internal_count=3749 1592 1546 1498 272 145 1226 99 127 1171 146 2157 310 256 1847 1774 537 291 233 1237 246 180 1176 1061 115 206 138 1025
is_linear=0
shrinkage=0.0995203


Tree=8097
num_leaves=26
num_cat=0
split_feature=3 3 26 2 3 1 3 0 8 1 26 0 0 21 2 21 21 20 0 8 6 6 29 2 21
split_gain=0.00179528 0.00664179 0.00924841 0.00197921 0.000932228 0.00168787 0.000897604 0.00182043 0.00404116 0.00336177 0.00151908 0.00212837 0.00148701 0.00216633 0.00136229 0.000755361 0.00101992 0.000939402 0.000736893 0.00071245 0.000691055 0.000717343 0.000676018 0.0011199 0.00103564
threshold=0.085910000000000028 0.085355000000000028 0.084355000000000027 0.09556000000000002 0.084795000000000023 -0.084204999999999988 0.088805000000000023 -0.088174999999999989 -0.08569499999999998 -0.07825 0.084645000000000012 -0.082339999999999983 -0.090939999999999993 0.087235000000000021 -0.085089999999999985 -0.083919999999999995 -0.079279999999999989 -0.14741499999999999 -0.233955 1.0000000180025095e-35 0.089165000000000022 0.087075000000000027 -0.055059999999999998 -0.0043799999999999993 0.15544000000000005
decision_type=2 2 2 2 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 19 -6 7 12 9 -9 -10 -12 13 -2 -13 17 -17 -8 -18 20 21 -1 23 -20 -24
right_child=6 2 -4 -5 5 -7 15 8 10 -11 11 14 -14 -15 -16 16 18 -19 22 -21 -22 -23 24 -25 -26
leaf_value=-1.287243114502385e-05 0.0001955891630240382 -0.00015638540699759019 0.0017330904355961534 0.00061505662026184536 7.9494795807769992e-05 -0.00071759219735798995 5.8366423952260779e-05 -0.00029920909285869387 0.00037304757769619578 -0.0013093557331750596 -0.0005703060490352042 -0.00022807012263381134 0.0005098637540016486 -0.00064428671877637706 0.00047837726281424524 0.00045455128563393559 -0.00036095439344547463 -0.00046817297740563325 -2.0663606742641228e-05 0.00032595835181151086 0.00032619784569600814 -0.00038980759977324197 1.2159724263502822e-06 -0.00056295859187590605 0.00047460892144784457
leaf_weight=364 88 46 56 50 51 51 54 85 65 56 81 56 59 46 51 47 59 79 131 65 49 59 1899 55 47
leaf_count=364 88 46 56 50 51 51 54 85 65 56 81 56 59 46 51 47 59 79 131 65 49 59 1899 55 47
internal_value=0 0.000123333 0.000872948 1.11708e-05 -3.48006e-05 -0.000311023 -4.53826e-05 -0.000155744 -0.000278926 -0.000706208 -3.75603e-05 -0.00018388 9.14851e-05 -8.66174e-05 0.000100997 -1.77147e-05 -3.64954e-06 -0.000248235 -1.38522e-05 1.61418e-05 -2.47892e-05 -6.73826e-05 -3.8627e-06 -0.000185421 1.30701e-05
internal_weight=0 791 102 689 639 102 2958 587 394 141 253 188 193 134 107 2371 2238 133 2191 537 472 423 2132 186 1946
internal_count=3749 791 102 689 639 102 2958 587 394 141 253 188 193 134 107 2371 2238 133 2191 537 472 423 2132 186 1946
is_linear=0
shrinkage=0.0995203


Tree=8098
num_leaves=26
num_cat=0
split_feature=5 5 18 6 3 18 2 6 17 17 3 5 3 17 6 1 1 1 18 18 18 3 8 2 18
split_gain=0.0018393 0.0100217 0.0011815 0.00106762 0.00105869 0.00172234 0.00365972 0.00149471 0.00118446 0.00107683 0.00091287 0.00113198 0.000882221 0.00224567 0.00223919 0.0021063 0.00474241 0.00276882 0.00139058 0.00582674 0.00140789 0.000938886 0.000793467 0.000499094 0.00049833
threshold=-0.010074999999999999 -0.0091849999999999987 0.26090000000000008 0.18123500000000006 0.085965000000000028 -0.015069999999999998 -0.086304999999999993 0.084050000000000027 -0.56655999999999984 -0.092124999999999999 0.088285000000000016 -0.0047599999999999995 0.084290000000000018 0.11180000000000002 0.085760000000000017 -0.083284999999999984 -0.087944999999999995 -0.081744999999999998 -0.082304999999999989 -0.086894999999999986 -0.074709999999999985 -0.14674999999999996 0.096835000000000018 -0.084385000000000002 0.038665000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 4 5 6 9 -7 -6 -3 11 -10 13 14 21 16 23 -17 19 -19 -20 -1 -12 -14 -23
right_child=1 3 -4 -5 8 7 -8 -9 10 -11 22 -13 15 -15 -16 17 -18 18 20 -21 -22 24 -24 -25 -26
leaf_value=0.00043127001642700346 0.0015202002738886435 0.00029607863333672537 0.00041171611717999153 0.00049118028071972603 -0.00047698321424362577 0.00022941860071331433 0.00086880289121660302 -0.00055778404926725106 -0.00059386147340115497 -0.00036540859425229267 6.4855862638682208e-05 -3.7487549909803683e-05 0.00015581223371347459 -0.00051180951229725389 0.00079648472437319877 0.00061951698171859495 -0.0011818386235005023 4.1887287833295658e-05 0.00040237807301394559 -0.0013028782828343956 -8.812749956895076e-05 -0.00019585145829625726 -0.00021534885791707692 -0.00027474583898783874 0.00017483145999002618
leaf_weight=49 46 48 49 48 55 48 81 46 54 49 884 121 54 53 50 55 57 96 60 47 1379 104 112 51 53
leaf_count=49 46 48 49 48 55 48 81 46 54 49 884 121 54 53 50 55 57 96 60 47 1379 104 112 51 53
internal_value=0 7.22965e-05 -6.86744e-05 2.86857e-05 1.33196e-05 0.000191301 0.000374606 -0.0001471 -2.54995e-05 -2.96353e-05 -3.59493e-06 -0.000213847 -8.02294e-05 7.35537e-05 0.00019794 -0.000107099 -0.000450389 -7.26259e-05 -9.72065e-05 -0.000394374 -6.71067e-05 4.86882e-05 3.2525e-05 -4.55196e-05 -6.55023e-05
internal_weight=0 1592 2157 1546 1498 272 178 94 1226 97 1171 175 2108 309 256 1799 162 1637 1582 143 1439 206 996 105 157
internal_count=3749 1592 2157 1546 1498 272 178 94 1226 97 1171 175 2108 309 256 1799 162 1637 1582 143 1439 206 996 105 157
is_linear=0
shrinkage=0.0995203


Tree=8099
num_leaves=21
num_cat=0
split_feature=5 5 0 1 5 3 3 1 0 0 1 1 1 5 2 2 2 1 3 2
split_gain=0.00148769 0.00828885 0.00108118 0.000888641 0.00299872 0.0009742 0.00135169 0.00236768 0.000749219 0.00133521 0.000711649 0.00573604 0.00242275 0.00133265 0.000877981 0.00292798 0.00253894 0.00102765 0.000969349 0.000823763
threshold=-0.010074999999999999 -0.0087549999999999989 -0.14909499999999998 -0.50954999999999984 0.24444000000000005 0.084290000000000018 0.085035000000000013 -0.50158499999999984 -0.038659999999999993 0.019150000000000004 -0.083284999999999984 -0.085349999999999995 -0.081889999999999991 -0.016815 -0.084804999999999992 -0.087245000000000003 -0.083204999999999987 -0.078729999999999994 0.088385000000000033 -0.086934999999999998
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 4 -4 -5 -7 -8 10 -10 11 13 -12 19 15 18 -16 -18 -14 -1
right_child=1 2 3 5 -6 6 7 -9 9 -11 12 -13 14 -15 16 -17 17 -19 -20 -21
leaf_value=5.6383114664381633e-05 0.0011402714392910068 0.00044571499442195835 -0.00013464864860966843 -0.00033602080746148865 0.00085326190754912202 0.00049135035285904503 -0.00065421961012647359 8.0448453127045041e-06 0.0005293340026385696 -0.00013293608106308878 0.00055514687297373981 -0.0012359857654905787 0.00021549315876173936 0.00030196795248231838 0.00058809638437299348 -0.00075750554990052725 -0.00030935504434483958 -4.0470842266578325e-05 -0.00021446023613918316 -0.0005026708383840758
leaf_weight=46 68 56 75 92 50 53 56 1142 57 61 62 46 85 83 60 78 161 1233 131 54
leaf_count=46 68 56 75 92 50 53 56 1142 57 61 62 46 85 83 60 78 161 1233 131 54
internal_value=0 6.50504e-05 1.65375e-05 0 0.000253967 -2.34571e-05 0 -2.22291e-05 -6.17266e-05 0.000180037 -7.61193e-05 -0.000242463 -5.46213e-05 2.80181e-06 -7.67176e-05 -0.000234227 -4.4306e-05 -7.21129e-05 -4.14757e-05 -0.00023732
internal_weight=0 1592 1524 1468 125 1343 1251 1198 2157 118 2039 229 1810 183 1748 294 1454 1394 216 100
internal_count=3749 1592 1524 1468 125 1343 1251 1198 2157 118 2039 229 1810 183 1748 294 1454 1394 216 100
is_linear=0
shrinkage=0.0995203


Tree=8100
num_leaves=18
num_cat=0
split_feature=20 2 17 9 9 9 6 9 9 9 9 18 18 18 2 1 1
split_gain=0.027108 0.00143871 0.00222605 0.00106567 0.00413119 0.00416915 0.00277043 0.0021793 0.00208077 0.00174805 0.0022154 0.00158669 0.000868698 0.000715629 0.000635734 0.00075554 0.000190562
threshold=-0.41270499999999993 0.12875500000000004 -0.5696199999999999 0.090255000000000016 0.092150000000000024 0.091485000000000025 0.091295000000000029 0.08938500000000002 0.088995000000000019 0.092855000000000021 0.094375000000000028 -0.01137 0.10085500000000001 -0.14624999999999996 0.16158000000000003 -0.003735 0.41897000000000012
decision_type=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 8 13 -6 -11 -9 14 -4 -3 -16 -17
right_child=1 12 3 4 9 -7 -8 11 -10 10 -12 -13 -14 -15 15 16 -18
leaf_value=0.0023862317197036946 0.00058982710886026077 -0.0006661584521891838 -0.00021381916746992822 0.00021602409901163078 0.00041556441676185001 -0.0010599456253831637 -0.00072215398615712223 0.00086703824826010669 -0.00056343288413882411 -0.00042027028531991904 1.6709313415879216e-05 5.3926974706743477e-05 8.7608354133071587e-05 4.2498287449141562e-05 1.1971213397315766e-05 -0.00056560594390382614 -0.00025546962464206965
leaf_weight=47 62 46 114 81 90 79 50 52 61 133 825 48 61 1800 69 47 60
leaf_count=47 62 46 114 81 90 79 50 52 61 133 825 48 61 1800 69 47 60
internal_value=0 -1.89797e-05 -7.66918e-07 -1.19987e-05 -8.4449e-05 -0.00048736 -0.00013581 3.15309e-05 8.15941e-06 -2.93198e-06 -4.31025e-05 0.000484931 -0.000234576 2.6804e-05 -0.000326791 -0.000233441 -0.000399349
internal_weight=0 3678 3395 3333 1258 210 131 2075 1975 1048 958 100 283 1914 222 176 107
internal_count=3725 3678 3395 3333 1258 210 131 2075 1975 1048 958 100 283 1914 222 176 107
is_linear=0
shrinkage=0.0995203


Tree=8101
num_leaves=25
num_cat=0
split_feature=20 17 17 2 0 2 0 2 17 9 18 0 2 26 0 18 4 8 10 21 18 20 2 17
split_gain=0.0219801 0.00130931 0.00449291 0.00130173 0.00312608 0.00142409 0.00116341 0.00161004 0.00117743 0.00276615 0.00157307 0.00184551 0.00152175 0.00140789 0.00112249 0.00102145 0.00150658 0.00192929 0.00132275 0.000924816 0.00194357 0.00118802 0.00089718 0.000880745
threshold=-0.41270499999999993 -0.011809999999999999 -0.0092949999999999994 0.13398000000000002 -0.142265 0.10166000000000001 -0.08076499999999999 0.096520000000000022 -0.068169999999999994 0.084345000000000017 -0.01264 -0.084894999999999984 -0.083104999999999998 0.084355000000000027 -0.079805000000000001 -0.13579499999999997 0.087155000000000024 -0.07106999999999998 0.077800000000000022 -0.018669999999999996 -0.014825 -0.085594999999999991 -0.083974999999999994 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 2 2
left_child=-1 6 -3 5 -5 19 7 8 10 -10 13 -12 -11 -2 -8 16 17 -16 22 20 -4 -21 -17 -6
right_child=1 2 3 4 23 -7 14 -9 9 12 11 -13 -14 -15 15 18 -18 -19 -20 21 -22 -23 -24 -25
leaf_value=0.0021487535354683149 2.5426199337883765e-05 -0.00086961988883452938 -0.00058642758068191785 -0.00096841174833671515 -0.00025318124336577691 0.00038973173665769869 -0.0004073154955653308 -0.00030560506570100445 0.00087755762301455309 -0.00012256462393787356 3.6467982858112715e-05 -0.00063822299603703923 0.00044845143500716429 0.00047763899565600974 -0.0005271209632947923 -0.00019378424305113105 -0.00066750110733991932 0.00015781798915052043 0.00045994040570550087 0.00034594927632215192 5.259921263435577e-05 -3.3683121836666247e-05 9.380953929794591e-05 0.00026924206936096141
leaf_weight=47 146 68 88 50 79 81 73 76 71 98 195 50 85 135 58 149 49 135 75 87 97 1298 382 53
leaf_count=47 146 68 88 50 79 81 73 76 71 98 195 50 85 135 58 149 49 135 75 87 97 1298 382 53
internal_value=0 -1.70465e-05 -7.46158e-05 -4.46764e-05 -0.000297539 -1.63059e-05 4.40793e-05 0.000127804 0.000171083 0.000348085 8.40536e-05 -9.78828e-05 0.000138188 0.000245595 -3.28472e-05 0 -0.000173451 -4.37771e-05 6.84108e-05 -3.77758e-05 -0.000246945 -9.2451e-06 1.15683e-05 -3.72186e-05
internal_weight=0 3678 1901 1833 182 1651 1777 856 780 254 526 245 183 281 921 848 242 193 606 1570 185 1385 531 132
internal_count=3725 3678 1901 1833 182 1651 1777 856 780 254 526 245 183 281 921 848 242 193 606 1570 185 1385 531 132
is_linear=0
shrinkage=0.0995203


Tree=8102
num_leaves=17
num_cat=0
split_feature=20 22 6 6 26 3 2 2 8 20 2 26 2 26 8 3
split_gain=0.0178227 0.00117374 0.00101698 0.00107884 0.00105365 0.000978728 0.000940566 0.000914875 0.00170251 0.00159061 0.000904816 0.00870951 0.00137223 0.000902446 0.00303962 0.00116958
threshold=-0.41270499999999993 0.12953000000000006 -0.47287499999999999 -0.095814999999999997 0.12236500000000003 0.11721500000000003 -0.082704999999999987 0.09556000000000002 -0.36115499999999995 -0.012970000000000001 -0.078784999999999994 0.11023000000000002 -0.078129999999999991 0.091195000000000012 -0.049499999999999995 0.11089500000000001
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 -2 13 9 -9 -4 11 -8 -12 15 -15 -5
right_child=1 -3 3 6 -6 -7 10 8 -10 -11 12 -13 -14 14 -16 -17
leaf_value=0.0019349092628399278 -0.00055378764666417482 -0.0004282787547082007 -0.00023588134522776607 4.2162481834443655e-05 0.00052249175411291061 1.9945463984710309e-05 -4.5225327153517677e-05 -7.9325794486850702e-05 0.00073031101512257581 0.0001608492828884237 0.00044358112962178577 -0.0013878310739578849 -4.4270008301816287e-05 0.00054675790304464648 -0.000375985499164583 -0.00035906244918353222
leaf_weight=47 65 67 158 912 60 49 510 46 54 272 60 53 1129 115 50 78
leaf_count=47 65 67 158 912 60 49 510 46 54 272 60 53 1129 115 50 78
internal_value=0 -1.53279e-05 -7.43909e-06 1.86419e-06 0.000124778 -0.000300002 -2.28006e-05 7.82094e-05 0.000349692 1.31701e-05 -6.89524e-05 -0.00017307 -1.89633e-05 4.64975e-05 0.000262177 9.72391e-06
internal_weight=0 3678 3611 3497 590 114 2907 530 100 430 1752 563 1189 1155 165 990
internal_count=3725 3678 3611 3497 590 114 2907 530 100 430 1752 563 1189 1155 165 990
is_linear=0
shrinkage=0.0995203


Tree=8103
num_leaves=15
num_cat=0
split_feature=6 21 6 6 6 5 18 0 5 3 3 9 26 18
split_gain=0.0150575 0.000972854 0.000814672 0.000912517 0.00425056 0.00158494 0.00306201 0.000903902 0.000893129 0.000527924 0.00196696 0.00139711 0.00436712 0.00091237
threshold=0.23663500000000004 0.15159000000000003 -0.47287499999999999 0.091795000000000015 0.092980000000000021 -0.039649999999999998 0.0089800000000000036 -0.077945 -0.49053999999999998 0.11025500000000002 0.10871500000000002 0.11351500000000002 0.12236500000000003 -0.10872
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 9 -5 6 -6 -7 -1 10 13 12 -11 -4
right_child=-2 -3 3 4 5 7 -8 -9 -10 11 -12 -13 -14 -15
leaf_value=2.5064264355883798e-05 0.0017065379009865731 -0.00037022528422955717 -0.00017526322496277762 -0.00094387735002485575 -0.00082653838615532932 0.0002779344908142764 -3.8786777093175079e-06 -4.3510651352809378e-05 -0.00052082639091770094 -9.7290045511138422e-05 0.00065919701750639069 -0.00058426161752018482 0.00089449969983127473 5.2790031146864697e-05
leaf_weight=51 51 75 189 55 62 164 169 176 63 521 51 46 48 2004
leaf_count=51 51 75 189 55 62 164 169 176 63 521 51 46 48 2004
internal_value=0 -1.52395e-05 -7.61447e-06 7.15084e-07 -0.000107872 -2.59127e-05 -0.000228223 0.000109132 -0.000269431 2.47775e-05 4.73643e-05 -5.63059e-05 -1.21853e-05 3.27624e-05
internal_weight=0 3674 3599 3485 626 571 231 340 114 2859 2244 615 569 2193
internal_count=3725 3674 3599 3485 626 571 231 340 114 2859 2244 615 569 2193
is_linear=0
shrinkage=0.0995203


Tree=8104
num_leaves=15
num_cat=0
split_feature=18 6 17 17 20 20 17 9 9 1 0 0 5 3
split_gain=0.00977239 0.00208617 0.00215227 0.0106443 0.00201248 0.00207302 0.00144245 0.00109074 0.00130654 0.00120292 0.00119384 0.000825757 0.00223643 0.000613828
threshold=0.26473000000000008 0.23663500000000004 0.061900000000000018 0.070205000000000017 -0.081564999999999985 -0.093704999999999997 0.053575000000000012 0.11222500000000002 0.10591500000000002 1.0000000180025095e-35 -0.20796499999999998 -0.057604999999999996 -0.49053999999999998 0.10486500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 7 8 10 -9 -1 12 -6 -11
right_child=-2 -3 3 4 11 -7 -8 9 -10 13 -12 -13 -14 -15
leaf_value=0.00027973799707004996 0.0011389322425620512 -0.00067894484480281723 -0.0015256166866729065 -4.227071154165499e-05 0.0005813521033660536 -0.0009532036507510453 0.00048829147573356904 -3.2421361328949935e-05 -0.00041952205615905351 0.00020579208402493292 -2.2361520929743848e-05 -0.000328181439683873 -3.9021560684622738e-05 0.00071372769080559073
leaf_weight=137 71 50 54 54 65 49 61 91 78 56 2352 71 492 50
leaf_count=137 71 50 54 54 65 49 61 91 78 56 2352 71 492 50
internal_value=0 -3.97362e-05 -3.06561e-05 -0.000176485 -7.57024e-05 -0.000483575 9.5764e-06 -6.92422e-07 -1.83066e-05 0.000224672 -5.4044e-06 -7.50254e-06 3.19043e-05 0.000453107
internal_weight=0 3660 3610 785 731 103 2825 2764 2567 197 2489 628 557 106
internal_count=3731 3660 3610 785 731 103 2825 2764 2567 197 2489 628 557 106
is_linear=0
shrinkage=0.0995203


Tree=8105
num_leaves=22
num_cat=0
split_feature=18 20 8 3 18 18 3 6 6 9 9 6 8 21 8 2 2 18 2 21 6
split_gain=0.00792534 0.00179204 0.00135228 0.00278196 0.00421605 0.0104135 0.00426153 0.00127412 0.00212966 0.00233158 0.00374548 0.00163201 0.00146124 0.00131128 0.00105766 0.000901625 0.00148445 0.000942031 0.00066332 0.000651613 0.000194648
threshold=0.26473000000000008 -0.40431 -0.085814999999999989 0.08802500000000002 0.087065000000000017 0.091725000000000015 0.086965000000000028 -0.099455000000000002 -0.11191 0.11351500000000002 0.088405000000000025 -0.09416999999999999 -0.085385000000000003 0.15372000000000005 -0.087374999999999994 -0.079604999999999995 -0.077115000000000003 -0.020999999999999998 -0.085804999999999992 0.099685000000000024 0.087975000000000012
decision_type=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 -6 14 8 9 10 -4 -9 -13 -14 -3 17 -17 -5 -19 -18 -7
right_child=-2 2 7 15 5 20 -8 11 -10 -11 -12 12 13 -15 -16 16 19 18 -20 -21 -22
leaf_value=-0.00061664419299512581 0.0010255854938378552 -5.8546697961246217e-05 -0.00016388481054732665 0.00058934277657104182 -0.0019642503839646958 0 -0.00096850724266956366 0.00052208158203043717 -0.00073839024814368269 -0.00069838441729924759 0.00065052174133281538 0.00053973519360075105 2.7464718994911307e-05 -0.00049876295623673078 0.00043423392363404405 -0.0005657541147910017 -6.7788615816302854e-05 -0.00017252380683750531 0.00022793054067149433 0.00023993206395068366 -0.00027755142972700725
leaf_weight=52 71 275 210 46 47 46 50 69 53 48 76 54 1897 48 51 51 279 64 108 90 46
leaf_count=52 71 275 210 46 47 46 50 69 53 48 76 54 1897 48 51 51 279 64 108 90 46
internal_value=0 -3.58484e-05 -2.72508e-05 -0.000116233 -0.000288406 -0.000757774 -0.000112712 1.42067e-05 -0.000151039 -5.53851e-05 4.96687e-05 4.55261e-05 2.86672e-05 1.40572e-05 1.60337e-05 2.14632e-05 -6.23157e-05 0.000186627 7.41648e-05 5.04673e-06 -0.000132524
internal_weight=0 3660 3608 1153 515 139 376 2455 387 334 286 2068 1999 1945 326 638 420 218 172 369 92
internal_count=3731 3660 3608 1153 515 139 376 2455 387 334 286 2068 1999 1945 326 638 420 218 172 369 92
is_linear=0
shrinkage=0.0995203


Tree=8106
num_leaves=15
num_cat=0
split_feature=18 6 5 5 0 5 30 6 6 21 1 26 5 9
split_gain=0.0064273 0.00145729 0.00110546 0.0105165 0.00227333 0.00101328 0.000985479 0.00075398 0.0020347 0.00156597 0.00116095 0.000965728 0.00083396 0.000601355
threshold=0.26473000000000008 0.23663500000000004 -0.09583499999999999 -0.10586999999999999 -0.23032 -0.13955999999999999 0.11290000000000001 -0.10198499999999999 -0.088215000000000002 0.093685000000000032 -0.0046399999999999992 0.11880500000000002 -0.012164999999999999 0.11222500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 13 9 10 -6 -9 -10 -11 -1
right_child=-2 -3 4 -5 7 -7 -8 8 11 12 -12 -13 -14 -15
leaf_value=2.518718780638546e-06 0.00092351904486497418 -0.00056667841492389064 0.00061723256533151489 -0.0014548003624510846 -0.00061412685855481372 -0.00037028564466420189 -0.00042139239546622252 1.4338269901082169e-05 -3.7461386520681129e-05 0.00033767413615577908 0.00052268935102467006 0.00020986082808527353 -0.00022274519591514245 0.0003062106457730493
leaf_weight=611 71 50 59 55 61 79 50 79 2155 46 113 168 61 73
leaf_count=611 71 50 59 55 61 79 50 79 2155 46 113 168 61 73
internal_value=0 -3.23319e-05 -2.47042e-05 -0.000122631 5.99677e-06 -3.15022e-05 3.84563e-06 -7.13939e-06 6.17996e-06 -0.000211406 0.000317788 -1.92226e-05 1.05321e-05 3.61271e-05
internal_weight=0 3660 3610 868 2742 813 734 2683 2515 168 192 2323 107 684
internal_count=3731 3660 3610 868 2742 813 734 2683 2515 168 192 2323 107 684
is_linear=0
shrinkage=0.0995203


Tree=8107
num_leaves=17
num_cat=0
split_feature=18 17 17 3 9 17 6 18 9 9 1 1 1 5 0 1
split_gain=0.00521159 0.00145078 0.00810339 0.00140615 0.00236273 0.0022704 0.00138052 0.00132823 0.00104193 0.00126835 0.00124664 0.000859947 0.00194509 0.00189546 0.00101291 0.00089418
threshold=0.26473000000000008 0.061900000000000018 0.070205000000000017 0.16149500000000003 -0.042790000000000002 0.053575000000000012 0.15834000000000004 -0.082304999999999989 0.11408000000000003 0.09550500000000002 -0.049499999999999995 -0.049499999999999995 -0.07002499999999999 -0.045014999999999993 -0.085794999999999996 -0.0043399999999999992
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 6 8 -4 9 -1 -10 12 14 15 -9 -13
right_child=-2 2 7 4 -6 -7 -8 11 10 -11 -12 13 -14 -15 -16 -17
leaf_value=2.6727192003270677e-05 0.00083161008026772128 -0.001325795876073613 -0.00045564370233053383 -0.00088691960530305064 8.8342133946675802e-05 0.00062249538074602134 -0.00045314291178973201 0.00033087368844890512 -8.6108397821926453e-05 -0.00017969231628564577 0.00046330569740704418 0.00039129046877926077 0.00055416559901481574 -0.00060806913437027005 -0.0001672615710983124 -8.284565066315035e-05
leaf_weight=2134 71 54 76 46 50 60 64 54 63 342 106 46 74 64 157 270
leaf_count=2134 71 54 76 46 50 60 64 54 63 342 106 46 74 64 157 270
internal_value=0 -2.9092e-05 -0.000148064 3.63538e-06 -0.000370444 1.69002e-05 3.18502e-06 -6.11322e-05 1.45361e-05 -1.45409e-06 0.000253651 -1.48141e-05 0.00011444 -0.000113909 -3.58969e-05 -1.12352e-05
internal_weight=0 3660 795 2865 96 2769 2709 741 2645 2476 169 665 285 380 211 316
internal_count=3731 3660 795 2865 96 2769 2709 741 2645 2476 169 665 285 380 211 316
is_linear=0
shrinkage=0.0995203


Tree=8108
num_leaves=22
num_cat=0
split_feature=5 17 5 18 5 9 8 18 8 8 17 6 18 6 6 20 9 29 5 17 8
split_gain=0.00317137 0.0229119 0.00403654 0.012052 0.00247333 0.00145528 0.00138234 0.0013977 0.00155541 0.00124204 0.00136585 0.0010409 0.000924079 0.000905756 0.000990342 0.000755612 0.000712424 0.00400359 0.00069368 0.000894537 0.000806103
threshold=-0.094469999999999985 -0.0088649999999999996 -0.087969999999999993 0.092545000000000016 0.6362850000000001 0.085405000000000023 -0.0083949999999999979 0.15374500000000005 0.0073150000000000012 -0.046889999999999994 -0.049834999999999997 -0.03252 -0.10303999999999999 0.12241500000000002 0.095080000000000012 0.10337500000000002 0.11408000000000003 0.092780000000000015 -0.14118999999999998 0.060860000000000011 -0.07034
decision_type=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 6 -2 9 8 12 13 -11 -10 -8 14 -4 16 17 18 20 -20 -3
right_child=2 15 4 -5 -6 -7 7 -9 11 10 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.001704041448448387 -0.00038851275331690542 0.00012105949461213122 -1.1077713424451435e-05 -0.0018520246136056006 0.00070377208901899082 0.00032176824545032771 -0.00049881251396709258 -0.00061817298770885281 -0.00019033928308879287 6.3589435845595702e-05 0.00076810731747574098 0.00023241201381719076 -0.00011696977953770745 -0.00039523002142612693 0.00018449444290954289 0.00031169838974930033 -0.00029711740184769765 0.00091065879420995578 -0.00057251034218464816 -2.0089704995003155e-05 -0.00013390355446408459
leaf_weight=89 48 285 1499 47 49 70 99 56 86 74 46 168 194 53 308 81 76 47 51 75 215
leaf_count=89 48 285 1499 47 49 70 99 56 86 74 46 168 194 53 308 81 76 47 51 75 215
internal_value=0 0.000186416 -2.6532e-05 -0.000504061 3.09328e-06 2.59028e-05 -9.88181e-06 -0.000142046 -9.18047e-05 2.99546e-05 0.000340477 8.60528e-05 -0.000248782 9.48083e-06 2.18042e-05 2.26968e-05 -7.46415e-06 2.40292e-05 -4.12312e-05 -0.000250186 9.78813e-06
internal_weight=0 919 2797 165 2632 118 2583 603 547 1980 120 254 293 1860 1807 830 749 673 626 126 500
internal_count=3716 919 2797 165 2632 118 2583 603 547 1980 120 254 293 1860 1807 830 749 673 626 126 500
is_linear=0
shrinkage=0.0995203


Tree=8109
num_leaves=20
num_cat=0
split_feature=5 17 5 5 10 26 2 20 17 5 18 4 9 0 9 22 8 21 9
split_gain=0.00257033 0.0186021 0.0032726 0.0114566 0.00258149 0.00175058 0.00152252 0.0010118 0.00146967 0.00135711 0.00376263 0.000981891 0.000967127 0.000723156 0.000711142 0.000770933 0.000566438 0.000881695 0.000561914
threshold=-0.094469999999999985 -0.0090649999999999984 -0.087969999999999993 -0.089564999999999992 0.089800000000000033 -0.126245 -0.096664999999999987 0.10252000000000001 -0.081674999999999998 -0.02504 -0.074709999999999985 0.11541000000000003 0.087635000000000032 0.019150000000000004 0.11819000000000003 0.096620000000000025 -0.086254999999999984 0.09865500000000002 0.091485000000000025
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 -4 9 -9 10 -7 -11 -2 14 15 16 18 -18 -3
right_child=2 13 4 -5 -6 7 -8 8 -10 11 -12 -13 -14 -15 -16 -17 17 -19 -20
leaf_value=0.0015438307881666031 -0.00017019916614810911 0.0001433295314679892 2.9122392685848682e-05 -0.0017882620525591908 0.00069721359423602542 0.00082193346121670768 -0.00062583825175886862 9.4542984789226027e-05 -0.00064319367521140222 -3.7130017294484602e-05 5.6952236077734862e-05 0.00035638036561269973 0.00040523513616812663 -0.00036051303937255835 0.00034534448436927595 0.00032053089056079511 -3.1909915254154376e-05 -0.00045611338693496613 -0.00021248394610503526
leaf_weight=88 71 246 57 46 52 73 83 48 56 1672 526 65 48 46 71 73 283 60 52
leaf_count=88 71 246 57 46 52 73 83 48 56 1672 526 65 48 46 71 73 283 60 52
internal_value=0 0.000167776 -2.39206e-05 -0.000453897 2.72354e-06 -1.09566e-05 -0.000353328 8.35214e-06 -0.000294829 2.22004e-05 0.000151547 -2.19332e-05 5.50296e-05 2.10709e-05 4.44741e-05 1.34091e-05 -2.02903e-05 -0.000108501 7.84942e-05
internal_weight=0 919 2797 165 2632 2580 140 2440 104 2336 599 1737 119 831 785 714 641 343 298
internal_count=3716 919 2797 165 2632 2580 140 2440 104 2336 599 1737 119 831 785 714 641 343 298
is_linear=0
shrinkage=0.0995203


Tree=8110
num_leaves=31
num_cat=0
split_feature=1 3 3 0 5 5 1 10 5 3 1 0 1 3 5 0 0 21 8 5 2 5 0 9 20 4 4 0 5 4
split_gain=0.0024288 0.00844066 0.0403558 0.00445332 0.00319554 0.00776235 0.00246222 0.00222973 0.00152353 0.00200791 0.00127309 0.00255398 0.00212306 0.00174842 0.00121514 0.00118633 0.00167159 0.00112999 0.00131258 0.00117747 0.0011057 0.000876492 0.00209407 0.00107628 0.000784471 0.000699289 0.00171019 0.00158639 0.000582909 0.000463357
threshold=-0.00050999999999999993 0.092835000000000015 0.091140000000000013 -0.15137999999999999 -0.087969999999999993 -0.090689999999999993 -0.0059699999999999996 0.089800000000000033 -0.080724999999999991 0.088845000000000021 0.10637500000000003 -0.094139999999999988 0.18123500000000006 0.10393500000000001 -0.075744999999999993 -0.100285 -0.093765000000000001 0.10940500000000002 -0.062834999999999988 -0.051389999999999998 -0.082644999999999982 -0.066919999999999993 -0.074504999999999988 0.095950000000000021 0.11893000000000002 0.10533000000000002 0.11496500000000003 -0.13752999999999999 -0.096354999999999996 0.12205500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 8 9 -6 11 13 -12 -3 -10 -5 -17 19 -19 -13 -1 22 -16 -23 25 27 -27 -14 -22 -18
right_child=1 10 -4 15 7 -7 -8 -9 14 -11 12 17 24 -15 21 16 29 18 -20 -21 28 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00023957900708319757 0.00099898699493415968 -0.00098011415955520111 0.0032617443694221279 -0.00041496035875313269 -6.1007763945051147e-05 -0.0014225682038429559 -0.00073934592789174692 0.0006700694234420371 -0.00043150642708202449 0.00084412973761987056 0.00065094857281965427 -6.2460723152870439e-05 0.00055043363392124299 -0.00016895553405772405 -0.00010015992025341803 0.00053971389937358444 3.1326383753492211e-05 8.3524636380136503e-05 -0.00051268425143711062 0.00053992637770947072 2.0672161576384574e-06 1.0350721752744823e-06 0.00070516078492384796 -0.00021136421640802829 0.00037290734510812736 -0.00065043360447859973 0 -0.000134615178557702 0.00046508592390116874 -0.00033744039024642144
leaf_weight=71 49 54 47 62 47 54 47 49 71 47 56 66 52 57 73 57 90 75 68 59 54 1626 55 275 48 55 148 91 62 51
leaf_count=71 49 54 47 62 47 54 47 49 71 47 56 66 52 57 73 57 90 75 68 59 54 1626 55 275 48 55 148 91 62 51
internal_value=0 0.000138696 0.000544149 0.000128144 -3.38198e-05 -0.000345942 -9.39906e-05 5.89151e-06 -8.56889e-06 0.000382852 -3.4432e-05 -0.000169499 7.75056e-05 -0.000570949 -2.64795e-05 -3.28281e-05 8.2695e-05 -1.72777e-07 -0.000194263 0.000215317 6.38335e-05 -1.19031e-05 0.000239481 -2.92601e-05 -1.92137e-06 -5.62867e-05 -0.00017659 0.000108769 0.0002566 -9.62516e-05
internal_weight=0 1185 356 309 2531 288 234 2243 2194 94 829 379 450 111 2100 260 198 268 143 125 187 2029 128 1901 394 346 203 143 116 141
internal_count=3716 1185 356 309 2531 288 234 2243 2194 94 829 379 450 111 2100 260 198 268 143 125 187 2029 128 1901 394 346 203 143 116 141
is_linear=0
shrinkage=0.0995203


Tree=8111
num_leaves=29
num_cat=0
split_feature=18 18 1 18 9 9 18 17 9 20 8 0 2 0 4 8 26 1 9 3 9 26 3 3 1 3 17 3
split_gain=0.00243609 0.00517613 0.0166392 0.00469955 0.00235406 0.0217849 0.00253948 0.00271092 0.00211005 0.00133385 0.00137593 0.0012787 0.00177243 0.00161558 0.00121407 0.00117113 0.00242338 0.00103132 0.00100144 0.00132324 0.00123339 0.00221918 0.000947491 0.00354381 0.00213237 0.0016866 0.00090062 0.000594574
threshold=0.089775000000000021 0.092750000000000013 -0.078954999999999984 0.088250000000000009 0.088285000000000016 0.08895500000000002 0.0020050000000000003 -0.55286000000000002 0.08938500000000002 0.0057800000000000013 -0.090969999999999995 -0.085754999999999984 -0.086849999999999997 -0.084759999999999988 0.14154500000000006 -0.068549999999999986 0.10924500000000002 0.10539000000000003 0.09091500000000001 0.097880000000000023 0.08758500000000001 0.085075000000000026 0.10871500000000002 0.098755000000000023 -0.054974999999999996 0.09339500000000002 0.048755000000000014 0.09587500000000003
decision_type=2 2 2 2 2 2 2 2 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 -6 7 -7 -9 10 14 12 -12 -13 26 16 18 27 20 -20 21 -3 23 25 -24 -17 -1 -11
right_child=1 15 -4 -5 5 6 -8 8 -10 17 11 13 -14 -15 -16 22 -18 -19 19 -21 -22 -23 24 -25 -26 -27 -28 -29
leaf_value=0.00010642212902210575 -0.0020338067906972438 0.0001814602968770918 0.00045017195241543582 0.00098106352446731019 0.0016587532101918444 0.00063795783876941989 0.00066209416950422197 -0.00066216624988746039 -1.4221829541807917e-05 0.00028153714240004206 0.000209279118353829 0.00036558919902426239 -0.00029195295803316034 -7.5224229225603109e-05 -0.00032601382405274742 -3.6537938347751482e-05 0.00065841067719605521 0.00060899877129264219 -0.00067078946305382844 5.4002371902845999e-05 0.00037710682812160112 -0.00063329169818268508 3.0473355983155837e-05 0.00066860832958432587 -0.00087844547728973784 -0.00077780083742017426 0.00054777997896451175 -0.00017825515544821815
leaf_weight=215 53 96 53 54 88 60 59 53 877 59 80 95 474 611 49 84 60 52 48 48 88 50 47 49 52 50 61 51
leaf_count=215 53 96 53 54 88 60 59 53 877 59 80 95 474 611 49 84 60 52 48 48 88 50 47 49 52 50 61 51
internal_value=0 -0.000137404 -0.000784095 6.05212e-05 4.30011e-05 0.000154568 2.76025e-05 -9.38372e-06 -5.2028e-05 -2.91415e-05 -5.73605e-05 -0.000104806 -0.000218095 -1.47484e-05 0.000124064 -3.41775e-05 7.60474e-05 0.000241899 -2.73562e-05 -0.000299866 8.09444e-05 -9.19574e-05 -0.000189519 -5.02592e-05 -0.00043867 -0.000319238 0.000206935 6.09187e-05
internal_weight=0 778 106 2938 2884 1137 1049 990 930 1747 1585 1260 554 706 325 672 390 162 330 96 234 146 282 183 99 134 276 110
internal_count=3716 778 106 2938 2884 1137 1049 990 930 1747 1585 1260 554 706 325 672 390 162 330 96 234 146 282 183 99 134 276 110
is_linear=0
shrinkage=0.0995203


Tree=8112
num_leaves=21
num_cat=0
split_feature=8 8 3 3 4 6 18 10 17 3 3 0 20 20 9 0 20 3 26 3
split_gain=0.00460861 0.0127543 0.00327007 0.010701 0.00281705 0.00228591 0.00153458 0.00136211 0.00280775 0.00129781 0.00118581 0.000967752 0.00138826 0.00160668 0.00122475 0.00122245 0.00135094 0.00036576 0.00121448 0.000704528
threshold=-0.088144999999999987 -0.088734999999999994 0.084895000000000012 0.084235000000000018 0.11541000000000003 0.18621500000000005 -0.010395 0.08821500000000003 -0.56005499999999986 0.08622500000000001 0.087675000000000017 -0.059114999999999994 -0.085204999999999989 -0.09280999999999999 0.11351500000000002 -0.050054999999999995 -0.077579999999999996 0.093835000000000016 0.090020000000000031 0.13345500000000002
decision_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 -1 8 -2 -4 -11 12 13 -10 -14 -13 -17 18 -12 -19
right_child=5 -3 9 -5 -6 -7 -8 -9 11 10 17 15 14 -15 -16 16 -18 19 -20 -21
leaf_value=-0.00059228298344351572 0.00051695170807600482 0.0016853800270214812 -0.00048582890474256206 0.0017755477395493405 0.00073288485040178322 -0.00065988289594801585 0.00010447476112115201 -0.0004820385804119975 -6.1050670517130731e-05 0.00042158029141460248 -0.00043338160683606354 0.00041161106111760597 -9.858193311263986e-05 0.00045801351862396924 -0.00044032479859944213 -0.00050571828894626183 7.0206283487343001e-05 0.00011927794784451752 0.00013955135225776036 -0.00016757027641998491
leaf_weight=52 85 53 54 46 46 64 75 73 156 66 77 85 1826 93 112 47 282 259 67 125
leaf_count=52 85 53 54 46 46 64 75 73 156 66 77 85 1826 93 112 47 282 259 67 125
internal_value=0 0.000185764 9.3148e-05 0.000425769 6.21364e-05 -7.06831e-05 -0.000174366 -5.67188e-05 -4.48547e-05 -1.80025e-05 2.31491e-05 -6.35291e-05 -9.01117e-05 0.000129529 -0.000118754 7.49187e-05 -9.58049e-06 -2.51044e-05 -0.000161124 2.3771e-05
internal_weight=0 920 867 219 173 2823 127 2759 2686 648 594 2601 2187 249 1938 414 329 528 144 384
internal_count=3743 920 867 219 173 2823 127 2759 2686 648 594 2601 2187 249 1938 414 329 528 144 384
is_linear=0
shrinkage=0.0995203


Tree=8113
num_leaves=26
num_cat=0
split_feature=8 8 17 17 6 21 9 19 3 3 3 4 19 9 26 3 5 8 8 5 5 9 5 6 2
split_gain=0.00376625 0.00990228 0.00338168 0.0130627 0.00185743 0.00100749 0.00254438 0.00113214 0.000880372 0.00187231 0.00144145 0.00155939 0.00136914 0.00211489 0.00705014 0.00068398 0.000810628 0.000296828 0.000907215 0.000721413 0.000951913 0.000801745 0.000618075 0.000470476 0.00012631
threshold=-0.088429999999999995 -0.089044999999999999 0.048755000000000014 0.084010000000000015 0.18621500000000005 -0.076335 0.084055000000000032 0.10781000000000003 0.11492500000000001 0.11308000000000003 0.11061500000000002 0.10386500000000003 0.0069650000000000016 0.11408000000000003 0.095150000000000026 0.093835000000000016 -0.42676999999999993 -0.092299999999999993 -0.094139999999999988 -0.091729999999999992 -0.072535000000000002 -0.042790000000000002 -0.0093650000000000001 0.084985000000000019 -0.084924999999999987
decision_type=2 2 2 2 2 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 -4 5 6 -2 24 9 10 11 -7 13 14 -10 -5 -17 18 19 21 -21 -1 23 -19 -8
right_child=4 -3 3 15 -6 8 7 -9 12 -11 -12 -13 -14 -15 -16 16 -18 22 -20 20 -22 -23 -24 -25 -26
leaf_value=0.00010027746448565332 0.0005740307867975105 0.0014913242687418942 0.0018719846793265578 -0.00017328949579506527 -0.0005942114044156998 -7.1707206643092811e-05 0.00021955173746769624 -0.00046712521749493616 3.3038883034305539e-05 -0.00071161646708135513 0.00040620213398046841 -0.00043642864547405581 -0.00031440353927381901 -0.00028454903844162048 0.0013517871965948349 0.00050290926048322728 -3.3105890082105679e-05 -7.6936568934123158e-05 0.00041168467839758415 0.00047226109183255119 -2.9867968664960415e-05 -0.00035062797134190784 8.7990526949483048e-05 -0.00054874769539505538 0
leaf_weight=55 87 53 48 85 64 1896 46 54 211 48 58 125 77 83 50 49 59 47 48 46 188 117 57 46 46
leaf_count=55 87 53 48 85 64 1896 46 54 211 48 58 125 77 83 50 49 59 47 48 46 188 117 57 46 46
internal_value=0 0.000170795 8.7e-05 0.000402475 -6.29448e-05 -5.04242e-05 0.000146544 -0.000102584 -6.87571e-05 -9.49351e-05 -8.03034e-05 -9.46705e-05 6.15566e-05 0.00014809 0.000288809 3.27589e-05 0.000202506 -3.75213e-05 7.96285e-07 -4.57654e-05 6.53428e-05 -0.000201684 -0.000158953 -0.000319108 0.000102487
internal_weight=0 898 845 241 2845 2781 233 146 2548 2127 2079 2021 421 344 261 193 108 604 454 406 234 172 150 93 92
internal_count=3743 898 845 241 2845 2781 233 146 2548 2127 2079 2021 421 344 261 193 108 604 454 406 234 172 150 93 92
is_linear=0
shrinkage=0.0995203


Tree=8114
num_leaves=23
num_cat=0
split_feature=8 3 3 17 3 6 8 9 26 8 10 2 9 8 4 7 2 2 2 3 17 1
split_gain=0.00307861 0.00428225 0.0165691 0.00638523 0.0111478 0.00175717 0.00172765 0.00366431 0.00149732 0.00127149 0.00107345 0.00141666 0.00100509 0.000883672 0.00140097 0.00190497 0.000665955 0.00119428 0.000744335 0.000528892 0.00119001 0.000523197
threshold=-0.085385000000000003 0.088745000000000032 0.088055000000000022 0.026115000000000006 0.084855000000000028 0.18621500000000005 -0.087374999999999994 0.084835000000000022 0.089795000000000028 -0.087374999999999994 0.08821500000000003 -0.241895 0.08679000000000002 0.24853500000000003 0.13707500000000003 0.058975000000000007 -0.079604999999999995 -0.085759999999999989 -0.072895000000000001 0.13345500000000002 -0.0069749999999999994 0.19597000000000006
decision_type=2 2 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 10 8 -8 12 16 11 -2 -1 14 15 -13 17 -3 -18 20 -20 -21
right_child=5 9 -4 4 -6 -7 7 -9 -10 -11 -12 13 -14 -15 -16 -17 18 -19 19 21 -22 -23
leaf_value=-0.00011472867529835378 0.00046748963012727639 -4.6609450250163956e-05 0.0020065341545360557 0.001951046319249904 -1.9367855733148137e-07 -0.00060337389691932997 0.0009237649805396731 -0.00023751100805647569 -0.00062788515203461407 -0.00044067584931304407 -0.00043628936112771516 -6.9236016262597632e-05 0.00038821617527287416 0.0003317083395738461 -0.00056877393757743231 0.00050741440570085451 -0.00038307876230234323 0.00053289258933760344 -0.00016581423376707842 4.3120258302489959e-05 0.00031270674622107576 -0.00036725407835053468
leaf_weight=261 52 89 52 49 69 60 53 53 50 78 72 2147 46 56 54 58 66 56 97 51 107 67
leaf_count=261 52 89 52 49 69 60 53 53 50 78 72 2147 46 56 54 58 66 56 97 51 107 67
internal_value=0 0.00012168 0.000303318 0.000149469 0.00080313 -6.98934e-05 -1.53543e-05 0.000335404 -0.000121794 -6.51589e-05 -5.6434e-05 -4.45336e-05 -3.67023e-05 -5.63884e-05 -6.63716e-05 -5.36966e-05 -8.66924e-06 0.000171553 -7.81301e-05 -1.30827e-05 8.11619e-05 -0.000182951
internal_weight=0 1244 633 581 118 2499 463 106 357 611 2439 2367 307 2315 2259 2205 533 145 388 322 204 118
internal_count=3743 1244 633 581 118 2499 463 106 357 611 2439 2367 307 2315 2259 2205 533 145 388 322 204 118
is_linear=0
shrinkage=0.0995203


Tree=8115
num_leaves=26
num_cat=0
split_feature=3 5 26 1 2 18 3 2 2 9 1 5 5 23 3 21 9 1 1 3 18 18 0 9 9
split_gain=0.00238317 0.00884877 0.0184581 0.00173297 0.0023279 0.00146016 0.00113081 0.00251181 0.00220444 0.00334681 0.00334069 0.00163181 0.00104187 0.000944882 0.000921309 0.00083591 0.00198996 0.000796543 0.00263438 0.0012213 0.000588778 0.00172627 0.00153798 0.00145416 0.000900521
threshold=0.089605000000000018 -0.095169999999999991 0.084845000000000018 0.00039500000000000011 -0.00479 0.22074500000000005 0.093615000000000018 -0.070354999999999987 -0.08569499999999998 0.092605000000000021 -0.025874999999999999 -0.043449999999999996 0.63223000000000018 1.0000000180025095e-35 0.091865000000000016 -0.026109999999999998 0.084485000000000018 -0.076329999999999995 -0.071399999999999991 0.094970000000000013 0.092545000000000016 0.086800000000000016 -0.13955999999999999 0.08758500000000001 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 2 3 -1 -5 6 7 8 14 10 -10 -9 13 17 -2 16 -3 19 -19 -8 21 22 -17 -22 -24
right_child=5 15 -4 4 -6 -7 12 11 9 -11 -12 -13 -14 -15 -16 20 -18 18 -20 -21 23 -23 24 -25 -26
leaf_value=-0.00036996772549996302 0.00030741904763210114 0.00063510002363714204 0.0018309769332253579 -3.4701580991638587e-05 0.00083752816050205298 -0.00049015069949587264 0.00062328176643458859 -0.00011782466321384609 -0.000990402331984976 0.00022738721519721504 -0.00023909589864518725 0.00067191247425657681 -0.0003868967098207868 -0.00044116995014731059 -0.00026366590776163474 0.00051751087859943062 -0.00016440449256620478 -0.0007195383154246851 1.0972964156786893e-05 7.0906231910018765e-05 -0.00016112845262021146 -0.00050559944379706661 -0.00022652758064202577 0.00049954081616445647 -2.6110065034099064e-07
leaf_weight=62 69 60 84 84 46 80 48 52 115 59 127 49 71 46 46 47 61 51 1149 259 68 85 247 62 616
leaf_count=62 69 60 84 84 46 80 48 52 115 59 127 49 71 46 46 47 61 51 1149 259 68 85 247 62 616
internal_value=0 9.02403e-05 0.000600206 5.74798e-05 0.000267637 -7.1394e-05 -5.53645e-05 -0.000183686 -0.000292698 -0.000434703 -0.000599505 0.00025721 -1.40093e-05 2.51119e-06 7.18666e-05 -2.20647e-05 0.000225279 1.65974e-05 -1.93916e-05 0.000159938 -4.93955e-05 -7.59645e-05 -3.49342e-05 0.000147663 -6.59696e-05
internal_weight=0 1522 276 192 130 2221 2141 517 416 301 242 101 1624 1553 115 1246 121 1507 1200 307 1125 995 910 130 863
internal_count=3743 1522 276 192 130 2221 2141 517 416 301 242 101 1624 1553 115 1246 121 1507 1200 307 1125 995 910 130 863
is_linear=0
shrinkage=0.0995203


Tree=8116
num_leaves=21
num_cat=0
split_feature=0 18 18 5 9 0 2 30 18 9 2 17 1 9 5 18 8 5 2 0
split_gain=0.00116298 0.000941044 0.0106569 0.000747045 0.000688498 0.00101959 0.000955957 0.000946264 0.000795188 0.00154583 0.000827538 0.000660981 0.000822637 0.00171086 0.00162683 0.000625251 0.00187174 0.00105006 0.000554576 0.000972113
threshold=-0.26289499999999993 -0.091229999999999992 -0.092864999999999989 -0.54382499999999989 0.11640000000000002 -0.057604999999999996 -0.049174999999999996 0.084845000000000018 -0.085709999999999995 0.083995000000000028 -0.072419999999999998 -0.54604999999999992 -0.0046399999999999992 0.097680000000000031 0.51659500000000014 -0.14624999999999996 -0.080445000000000003 0.18340500000000004 -0.019910000000000001 -0.066264999999999991
decision_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 -3 7 6 -6 8 9 -5 -10 -2 15 14 -14 17 -17 -13 -9 -20
right_child=1 3 -4 4 5 -7 -8 18 10 -11 -12 12 13 -15 -16 16 -18 -19 19 -21
leaf_value=0.00044023643375672031 -0.00028950134334820068 -0.00034915124941281014 -0.001424019090161578 0.00063753309302039198 7.623001057915247e-05 -0.00016575614349230089 0.00068415617059534417 -0.00010651288069696959 -2.857947713196977e-05 -2.6621643706066787e-06 -0.00016205986804139423 0.00019057524846939879 -0.00068251222229324254 0.00026133771803417844 6.0005376103078096e-05 -0.00019298536002561876 0.00041940293280168738 -0.00037736553712475516 6.5197327707048868e-05 0.00056917450385553703
leaf_weight=48 85 70 60 47 61 54 49 53 1680 170 645 68 72 60 46 74 141 60 109 62
leaf_count=48 85 70 60 47 61 54 49 53 1680 170 645 68 72 60 46 74 141 60 109 62
internal_value=0 -5.12531e-05 -0.000158524 -2.71661e-05 -1.91942e-05 0.000178188 0.000354476 -3.11932e-05 -4.87212e-05 0.000132225 -6.59616e-05 -3.18767e-05 8.58291e-06 -0.000163276 -0.000386119 0.000100156 0.00020482 -6.92515e-05 0.000164063 0.000252713
internal_weight=0 3666 666 3000 2930 164 110 2766 2542 217 2325 606 521 178 118 343 215 128 224 171
internal_count=3714 3666 666 3000 2930 164 110 2766 2542 217 2325 606 521 178 118 343 215 128 224 171
is_linear=0
shrinkage=0.0995203


Tree=8117
num_leaves=27
num_cat=0
split_feature=3 17 0 9 0 3 4 9 26 0 0 8 19 26 26 26 2 21 9 9 3 17 9 0 3 8
split_gain=0.00202283 0.00490126 0.00134789 0.00154261 0.00420221 0.00161318 0.000805378 0.000800084 0.00120572 0.00153001 0.0025842 0.00161711 0.00125429 0.00143701 0.00104289 0.00110359 0.000935384 0.00122133 0.00108797 0.000771173 0.000656346 0.00228484 0.00151145 0.00193979 0.00117867 0.000403213
threshold=0.08622500000000001 -0.16207999999999997 -0.087394999999999987 0.083955000000000016 -0.093765000000000001 0.083055000000000018 0.15535000000000004 0.11408000000000003 0.11699500000000003 -0.066264999999999991 -0.074094999999999994 -0.066544999999999993 0.0069650000000000016 0.095385000000000011 0.15222000000000005 0.11538500000000003 0.10166000000000001 -0.035574999999999996 0.097510000000000027 0.093605000000000022 0.084735000000000019 -0.016659999999999998 0.08401500000000002 -0.084534999999999985 0.083595000000000017 -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 2
left_child=1 -1 3 5 -5 -3 7 8 12 10 11 -10 16 19 15 -9 18 -18 -2 -14 22 -22 24 -24 25 -4
right_child=6 2 20 4 -6 -7 -8 14 9 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 -27
leaf_value=-0.00092906552091858666 -1.1810111079332747e-05 -0.0003737116482736973 -0.0001537451554690015 -2.4287414035968233e-05 -0.0011338866295050321 0.00026099565204358832 -0.00040927726783614448 0.00028619538343378173 0.00028243998891520927 0.00023269481763335225 -0.00092844027991737378 -0.00050797786707755305 -0.00014695208775855663 -0.00068027354966465636 0.00056584961460683894 -0.00029869743591586607 0.00063079482473283926 0.00010258006782096424 0.00023307189757051095 0.00028192968283740776 0.00022301709648893722 -0.0005116008896639963 0.00076439240997761026 -1.0529450181381389e-05 -0.00051659539969634439 0.00021597622774910922
leaf_weight=78 1593 77 46 81 60 81 47 79 54 50 57 48 272 46 56 53 56 219 202 48 81 85 61 63 47 74
leaf_count=78 1593 77 46 81 60 81 47 79 54 50 57 48 272 46 56 53 56 219 202 48 81 85 61 63 47 74
internal_value=0 -0.000176722 -9.8016e-05 -0.000262389 -0.000502263 -4.31426e-05 -4.25224e-07 6.06875e-06 -7.73333e-06 -0.000237316 -0.000390266 -8.14957e-05 1.16279e-05 -0.000157735 0.000204607 4.51503e-05 4.19687e-05 0.000213121 1.52916e-05 -8.00616e-05 7.73658e-06 -0.000148211 9.95097e-05 0.00036408 -9.20362e-05 6.74278e-05
internal_weight=0 834 756 299 141 158 2880 2833 2645 209 159 102 2436 366 188 132 2070 275 1795 320 457 166 291 124 167 120
internal_count=3714 834 756 299 141 158 2880 2833 2645 209 159 102 2436 366 188 132 2070 275 1795 320 457 166 291 124 167 120
is_linear=0
shrinkage=0.0995203


Tree=8118
num_leaves=33
num_cat=0
split_feature=26 26 0 21 21 6 23 26 1 0 6 21 6 6 1 6 0 2 0 1 2 1 1 2 1 6 18 6 18 5 20 5
split_gain=0.00101866 0.00521065 0.00969276 0.00175493 0.00455735 0.00192316 0.00143926 0.00133525 0.0012865 0.000857382 0.0042936 0.00149849 0.00114064 0.000752893 0.00117923 0.00636096 0.00367865 0.0015925 0.00155398 0.000720067 0.00241698 0.00418311 0.00241823 0.00169892 0.00137396 0.00108273 0.00336067 0.0005432 0.000536964 0.00136983 0.000707226 0.000466234
threshold=0.084735000000000019 0.085790000000000019 -0.084269999999999998 -0.0086749999999999987 -0.085204999999999989 -0.0093650000000000001 0.086650000000000019 0.085155000000000022 -0.01504 -0.15137999999999999 -0.19631499999999999 0.087785000000000016 -0.48214499999999999 0.091025000000000023 -0.083284999999999984 0.092705000000000023 -0.082039999999999988 -0.082294999999999993 -0.069955000000000003 -0.085349999999999995 -0.08342999999999999 -0.081744999999999998 -0.082039999999999988 -0.087444999999999995 -0.078729999999999994 0.087670000000000012 -0.0092699999999999987 -0.059114999999999994 -0.0047450000000000001 -0.0047599999999999995 -0.080434999999999993 0.060575000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -2 -1 10 -5 -12 -11 19 16 -16 -15 -17 -19 23 21 -21 -22 -3 -24 26 -25 -23 29 -14 -30 -18
right_child=1 13 -4 6 5 -7 -8 -9 -10 12 11 -13 28 14 15 17 31 18 -20 20 22 27 24 25 -26 -27 -28 -29 30 -31 -32 -33
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leaf_weight=48 57 91 59 51 84 74 59 56 73 50 78 66 110 46 53 47 46 241 91 58 50 57 107 65 640 88 47 63 189 361 459 50
leaf_count=48 57 91 59 51 84 74 59 56 73 50 78 66 110 46 53 47 46 241 91 58 50 57 107 65 640 88 47 63 189 361 459 50
internal_value=0 -8.42895e-05 -0.000608408 2.00065e-05 0.000248494 0.000601819 -2.42166e-05 -6.10347e-05 -0.000206106 -2.79672e-06 0.000189734 -8.29526e-05 -3.56129e-05 -3.48509e-05 5.88826e-05 0.000141748 -0.00018745 0 7.56955e-05 -7.7996e-05 -0.000119276 -0.000451344 -4.40859e-05 5.75009e-05 -8.9894e-05 0.000222051 0.000427855 -0.000108373 -1.40795e-05 -9.54934e-05 4.38331e-05 0.000155917
internal_weight=0 2012 172 1702 279 158 1423 113 121 1364 195 144 1169 1840 574 432 142 379 332 1266 975 178 797 291 747 200 112 120 1119 471 648 96
internal_count=3714 2012 172 1702 279 158 1423 113 121 1364 195 144 1169 1840 574 432 142 379 332 1266 975 178 797 291 747 200 112 120 1119 471 648 96
is_linear=0
shrinkage=0.0995203


Tree=8119
num_leaves=45
num_cat=0
split_feature=8 8 6 1 0 0 20 6 6 1 2 8 5 20 20 1 1 8 18 1 21 5 20 10 18 5 5 0 8 6 2 18 0 5 8 6 6 1 1 1 8 2 0 1
split_gain=0.000834229 0.00528699 0.0129028 0.000698179 0.00138747 0.000889045 0.000836115 0.000595343 0.00147785 0.00668951 0.00185832 0.00261995 0.00240518 0.00123249 0.00124056 0.00172289 0.00173137 0.00113579 0.00214181 0.00111929 0.00219478 0.00268985 0.00149447 0.00063751 0.000857938 0.000589533 0.000998513 0.00223676 0.00311082 0.00152647 0.00125342 0.0021233 0.00204928 0.00173948 0.00313566 0.00112389 0.000853721 0.00066142 0.00039961 0.000808991 0.000871057 0.000356432 0.000480055 0.000215954
threshold=-0.081234999999999988 -0.082299999999999998 0.087765000000000024 0.27998000000000006 -0.057604999999999996 -0.091770000000000004 -0.012970000000000001 0.091025000000000023 0.096435000000000021 -0.083284999999999984 -0.073884999999999992 -0.077604999999999993 -0.061665000000000005 -0.074014999999999984 -0.076909999999999992 0.064860000000000015 -0.0051399999999999996 -0.073999999999999996 -0.065634999999999985 -0.082635 0.084795000000000023 -0.023589999999999996 -0.066619999999999999 0.086165000000000019 -0.089024999999999993 -0.091729999999999992 -0.021235 -0.082135 -0.085605000000000001 0.087515000000000023 -0.086050000000000001 -0.0086449999999999982 -0.081674999999999984 -0.014739999999999998 -0.085764999999999994 0.090460000000000026 -0.096164999999999987 -0.089819999999999997 0.22584000000000004 -0.0046399999999999992 -0.09547499999999999 -0.072024999999999992 -0.10806499999999999 0.066150000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 -3 7 5 6 -5 13 9 -9 11 -10 -13 14 15 16 -2 -12 -19 23 21 -21 -22 24 -15 36 27 28 29 -27 33 32 -32 -28 -35 -29 41 -33 39 40 -38 -1 -43 -41
right_child=3 2 -4 4 -6 -7 -8 8 10 -11 17 12 -14 19 -16 -17 -18 18 -20 20 22 -23 -24 -25 -26 26 30 35 -30 -31 31 37 -34 34 -36 -37 38 -39 -40 43 -42 42 -44 -45
leaf_value=0.00019600784034623129 -7.3740834894760364e-05 3.3046876467690405e-05 -0.0020126824321242361 0.0004766807526271713 -0.00024108687602641504 0.00071095167154466279 -7.1920367693241783e-05 -0.00037983459895249633 -0.00085675330395400045 0.0010887423321503428 0.0005764513441447309 -0.00052705909604452734 0.00038217582144529119 -0.00012708165314129276 0.00053993500745656538 -0.00049531057931762696 0.00038163187081383159 -0.00052532920300841449 0.000277801737466669 -0.00090134590176742257 -0.00051985808871282972 0 2.5139713585774232e-05 -0.00030658873320346105 0.00019938442710911469 -7.7480985982361671e-05 -0.00035004592749280717 4.6516363146025302e-05 0.00093437758240013248 0.00046584996643031723 -0.00048860717361373163 -0.00020178294288346134 0.00014579999857908924 -5.9837964975905263e-05 0.00074470515842537592 -0.0006110613335107702 -0.00043135189592602988 0.00020971821838344499 0 -0.00069488717604495665 0.00012238331695273546 7.8271551733157381e-05 -0.00027410151304056897 -0.00033766021489899708
leaf_weight=74 201 85 47 49 54 46 58 58 51 64 54 50 68 134 53 54 138 46 114 85 61 53 260 54 191 144 60 51 58 78 210 52 64 118 79 48 50 138 55 48 61 86 66 46
leaf_count=74 201 85 47 49 54 46 58 58 51 64 54 50 68 134 53 54 138 46 114 85 61 53 260 54 191 144 60 51 58 78 210 52 64 118 79 48 50 138 55 48 61 86 66 46
internal_value=0 -8.36849e-05 -0.000689155 1.06045e-05 0.000183828 0.000339149 0.000171658 -8.98117e-06 8.19875e-05 0.000383856 -1.20318e-05 -0.000260707 0 -4.53969e-05 8.72073e-05 2.40694e-05 0.000109217 0.000180526 4.17851e-05 -0.000116948 -0.000221529 -0.000554396 -7.58767e-05 7.5473e-06 6.22611e-05 -3.27765e-05 6.85082e-06 0.000138296 0.000283475 0.000109732 -6.11093e-05 -0.000159503 -0.000337437 0.00011335 0.000258641 -0.00026404 -0.000124152 9.27883e-05 -0.000247315 -0.000311258 -0.000119672 1.3917e-05 -6.93469e-05 -0.000528783
internal_weight=0 1718 132 1996 207 153 107 1789 505 122 383 169 118 1284 446 393 339 214 160 838 459 138 321 379 325 1586 1100 379 280 222 721 464 274 257 197 99 486 190 260 205 111 226 152 94
internal_count=3714 1718 132 1996 207 153 107 1789 505 122 383 169 118 1284 446 393 339 214 160 838 459 138 321 379 325 1586 1100 379 280 222 721 464 274 257 197 99 486 190 260 205 111 226 152 94
is_linear=0
shrinkage=0.0995203


Tree=8120
num_leaves=26
num_cat=0
split_feature=17 4 3 4 1 20 2 2 21 17 18 18 8 8 8 8 17 17 9 21 8 0 20 18 18
split_gain=0.000786198 0.00111866 0.001632 0.00133725 0.00106169 0.000937739 0.00133938 0.00166591 0.000953088 0.00081914 0.000733824 0.00309958 0.000741968 0.00484265 0.00194844 0.00134761 0.000897948 0.00202795 0.00119393 0.000832658 0.00072405 0.00132011 0.0013613 0.000709985 0.000519959
threshold=-0.10811499999999999 0.10386500000000003 0.10871500000000002 0.096160000000000009 -0.50597999999999999 0.0013750000000000004 -0.073369999999999991 -0.077714999999999992 0.099685000000000024 -0.09744499999999999 -0.082019999999999996 -0.085834999999999995 -0.085605000000000001 -0.086404999999999996 -0.084855 -0.08731499999999999 -0.067864999999999995 -0.043894999999999997 0.08597500000000001 -0.080634999999999998 -0.084915000000000004 -0.080500000000000002 -0.0058900000000000003 -0.092864999999999989 -0.09404499999999999
decision_type=2 2 2 2 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 6 7 -6 -8 -2 11 20 13 15 -14 19 18 -18 -16 -12 24 22 -22 -23 -11
right_child=9 2 -4 -5 5 -7 8 -9 -10 10 12 -13 14 -15 16 -17 17 -19 -20 -21 21 23 -24 -25 -26
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leaf_weight=50 52 49 74 67 467 60 65 50 55 46 53 84 59 58 57 48 60 1152 58 752 82 49 89 54 46
leaf_count=50 52 49 74 67 467 60 65 50 55 46 53 84 59 58 57 48 60 1152 58 752 82 49 89 54 46
internal_value=0 8.89084e-05 -0.000188102 0.000131772 9.22559e-05 0.000124899 0.000161107 8.9612e-05 0.000462309 -1.63008e-05 -8.5889e-06 0.000107211 -3.16314e-05 -0.000101506 1.3706e-05 -4.06727e-05 -1.05694e-05 1.40058e-05 -0.000276689 -7.21004e-05 -1.5737e-05 6.298e-05 0.000234818 -0.000214357 -0.000259075
internal_weight=0 937 123 814 747 697 637 517 120 2799 2747 450 2297 911 1386 853 1327 1212 115 805 366 274 171 103 92
internal_count=3736 937 123 814 747 697 637 517 120 2799 2747 450 2297 911 1386 853 1327 1212 115 805 366 274 171 103 92
is_linear=0
shrinkage=0.0995203


Tree=8121
num_leaves=20
num_cat=0
split_feature=21 9 21 21 2 9 0 21 1 5 10 17 9 21 21 1 9 3 26
split_gain=0.000735308 0.000764315 0.000722915 0.00236645 0.00151241 0.0015031 0.000997438 0.00137884 0.000648076 0.000865776 0.000900106 0.00143206 0.00089052 0.000822958 0.00229155 0.000847832 0.000810457 0.00375315 0.00268939
threshold=-0.091104999999999992 0.083540000000000017 -0.0086749999999999987 -0.018669999999999996 -0.086254999999999984 0.089605000000000018 -0.084154999999999994 -0.076335 -0.52333999999999992 -0.0083599999999999994 0.086165000000000019 -0.55286000000000002 0.088135000000000033 0.095970000000000014 0.09865500000000002 0.015980000000000005 0.11351500000000002 0.14940500000000004 0.10089500000000003
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 6 7 -6 -4 13 11 -11 -13 16 -15 -16 17 -10 -18
right_child=2 -3 8 -5 5 -7 -8 -9 9 10 -12 12 -14 14 15 -17 18 -19 -20
leaf_value=-0.00049712654453839308 -0.00041449954547787698 0 -0.00027587452584332495 0.00075200206631274304 0.0003421368164009187 -0.00031418376049920695 0.00060410486221027806 -0.00030750742737350095 -7.7424206978681288e-05 0.00057846752994445056 -0.00027048623066303084 0.00015589763636383205 -1.9523379711928064e-05 0.00071038223911168712 0.00021360455309753882 -0.0001172123916615021 0.00015596278483355762 0.00082604100024273087 -0.00089723789425535374
leaf_weight=57 58 63 81 55 95 54 63 48 1374 58 70 574 558 52 119 216 48 47 46
leaf_count=57 58 63 81 55 95 54 63 48 1374 58 70 574 558 52 119 216 48 47 46
internal_value=0 -0.000233036 1.71172e-05 0.000148354 4.13745e-05 0.000146218 0.00027088 0.00011835 1.77032e-06 9.14156e-06 7.33251e-05 9.42373e-05 6.87037e-05 -3.29471e-05 9.57131e-05 0 -6.63532e-05 -4.69657e-05 -0.000350725
internal_weight=0 120 3616 373 318 260 206 143 3243 3162 1260 1190 1132 1902 387 335 1515 1421 94
internal_count=3736 120 3616 373 318 260 206 143 3243 3162 1260 1190 1132 1902 387 335 1515 1421 94
is_linear=0
shrinkage=0.0995203


Tree=8122
num_leaves=28
num_cat=0
split_feature=9 9 3 2 17 4 17 17 5 5 9 17 2 23 4 0 4 6 2 3 3 17 10 17 17 0 8
split_gain=0.000676062 0.00125942 0.00401845 0.00263441 0.000965474 0.00260368 0.00240581 0.00113304 0.000948805 0.0021623 0.00114171 0.00195438 0.000941258 0.00091678 0.000852044 0.00172351 0.001467 0.00151816 0.000780092 0.00100346 0.00228732 0.00227632 0.000735076 0.0021657 0.000661096 0.000656645 0.000208272
threshold=0.083875000000000019 0.084485000000000018 0.085795000000000024 -0.08569499999999998 0.048755000000000014 0.081905000000000019 0.11639500000000001 0.23832000000000006 -0.0083599999999999994 -0.0054650000000000002 0.085145000000000012 -0.0071449999999999994 0.42136500000000005 -0.063684999999999992 0.11240500000000002 -0.14028499999999997 0.10845500000000002 0.087515000000000023 -0.046564999999999995 0.10377500000000002 0.099145000000000025 0.12439000000000001 0.086165000000000019 -0.55286000000000002 -0.031185000000000001 -0.080674999999999983 -0.090969999999999995
decision_type=2 2 2 2 2 2 2 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 12 6 -6 26 10 -10 11 -3 13 -1 16 -16 17 -15 19 20 -12 -21 23 -11 -17 -25 -7
right_child=1 8 -4 -5 5 7 -8 -9 9 22 18 -13 -14 14 15 24 -18 -19 -20 21 -22 -23 -24 25 -26 -27 -28
leaf_value=-0.00040523278180233874 -0.0005384000225502482 -0.00077868329443594737 0.0010156953569992854 0.00047773919874281005 -0.0011565695075393893 -1.5941188548150744e-05 -0.00013793015522204082 0.00037857704771939929 0.00058933463888057318 0.00073974347934435561 -2.8000183646233044e-05 4.5080459666844331e-05 -0.00041920409043026376 -1.7208198332946734e-05 0.00073855367588821082 -0.00023342917742110792 -0.00053405908499743317 0.00052113966961892585 0.00030324598853347155 5.6864915488930937e-06 0.00055807970847024911 -0.00068865817962367735 -0.00025914584038954063 0.00016262742250946533 0.00022875619023941059 -2.4848922292231055e-05 -0.00033615172574138704
leaf_weight=48 53 53 53 48 46 46 50 57 80 46 915 58 52 556 49 51 49 57 75 134 71 70 70 274 75 554 46
leaf_count=48 53 53 53 48 46 46 50 57 80 46 915 58 52 556 49 51 49 57 75 134 71 70 70 274 75 554 46
internal_value=0 3.69386e-05 0.00031317 -4.73772e-05 -5.40027e-05 -0.000230014 -0.000634556 2.51367e-05 1.88726e-05 9.16293e-05 -3.46769e-05 -0.000340873 -7.10689e-06 1.61818e-05 4.1327e-05 0.000236806 -9.11132e-06 3.15148e-05 -7.16196e-06 -2.74134e-05 1.33721e-05 -0.000228556 4.85837e-05 7.41669e-05 3.51841e-05 3.62017e-05 -0.000184945
internal_weight=0 2554 154 101 1182 245 96 149 2400 1024 1376 111 937 885 837 175 662 613 1265 1190 986 204 944 874 126 828 92
internal_count=3736 2554 154 101 1182 245 96 149 2400 1024 1376 111 937 885 837 175 662 613 1265 1190 986 204 944 874 126 828 92
is_linear=0
shrinkage=0.0995203


Tree=8123
num_leaves=24
num_cat=0
split_feature=21 20 20 20 2 2 2 17 17 17 18 26 8 9 2 9 17 18 20 20 20 2 4
split_gain=0.000575008 0.000869139 0.000755366 0.00219012 0.00188901 0.00112068 0.00162163 0.00165472 0.00125076 0.001124 0.00171335 0.00147852 0.00308715 0.00264757 0.00110977 0.00107469 0.00218092 0.0013719 0.000909569 0.00116198 0.00125163 0.00157669 0.000885392
threshold=-0.091104999999999992 -0.13620999999999997 -1.0000000180025095e-35 -0.009049999999999999 -0.080644999999999994 -0.076854999999999993 -0.078784999999999994 0.052150000000000009 -0.35269999999999996 -0.0064000000000000003 0.09679500000000002 0.096980000000000025 -0.069939999999999988 0.094685000000000033 -0.079954999999999984 0.08401500000000002 -0.010239999999999999 0.10861000000000003 -0.014035000000000001 -0.034144999999999995 -0.048779999999999997 -0.086414999999999992 0.085990000000000025
decision_type=2 2 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 14 -8 -7 10 22 13 -13 -11 15 16 -4 -17 19 20 21 -2 -10
right_child=2 -3 5 4 -6 8 7 -9 9 11 -12 12 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0 -0.00016352999833849045 -0.00054652423073130835 0.00010718588092230205 0.00010416604725627267 0.00099142407967683747 -0.00057893751067776751 0 0.00080332355564313544 -0.00024863215417349855 -0.00015763547034564407 0.00062774108322307656 -0.00076720906764239031 9.4086618827493107e-05 0.00052546014685020826 -0.00040922388656279405 0.00010778542895406778 -0.00054292928748749588 -0.00036449152973331363 -0.00028309342383950732 0.0005244080391634369 -0.00040776937040261482 0.00012212562366219939 0.00017345702001810712
leaf_weight=74 241 46 113 54 46 53 50 53 95 370 49 97 69 66 61 849 91 65 82 51 59 901 101
leaf_count=74 241 46 113 54 46 53 50 53 95 370 49 97 69 66 61 849 91 65 82 51 59 901 101
internal_value=0 -0.000206791 1.44153e-05 7.06609e-05 0.000520491 -2.21739e-05 3.71112e-05 0.00041587 -0.000107532 -7.70677e-05 0.000100647 -0.000150753 -0.000404269 -5.23535e-05 3.3277e-06 2.65695e-05 -0.000178804 7.33033e-05 3.63268e-05 5.79012e-05 3.74095e-05 6.11259e-05 -2.69504e-05
internal_weight=0 120 3616 1434 100 2182 1282 103 900 847 245 602 166 436 1179 1118 204 914 1334 1252 1201 1142 196
internal_count=3736 120 3616 1434 100 2182 1282 103 900 847 245 602 166 436 1179 1118 204 914 1334 1252 1201 1142 196
is_linear=0
shrinkage=0.0995203


Tree=8124
num_leaves=20
num_cat=0
split_feature=6 26 1 1 0 2 1 17 3 23 2 6 2 3 3 26 26 0 17
split_gain=0.0212436 0.00396647 0.0144226 0.0036739 0.00640347 0.00960196 0.00196755 0.00170757 0.0127861 0.00169429 0.000938945 0.00167838 0.000992583 0.000933202 0.00323478 0.00124321 0.000677815 0.000837898 0.000596722
threshold=0.23663500000000004 -0.126245 -0.068094999999999989 -0.047889999999999995 -0.100285 -0.080974999999999991 -0.040439999999999997 -0.15313499999999999 0.086605000000000029 0.086650000000000019 0.09556000000000002 -0.09416999999999999 0.0040650000000000018 0.089655000000000026 0.092900000000000024 0.091275000000000023 -0.23033499999999998 -0.071029999999999996 -0.45791500000000002
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 -3 -5 8 -6 10 12 -12 -8 15 -15 -9 17 -4 -10
right_child=-2 3 16 6 7 -7 9 13 18 -11 11 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.0018211100638634437 0.0021026668027687057 0.0019767876327658768 -1.4618108725014968e-05 -0.0005986496666882011 0.0017397600110582749 -2.8646337951627752e-05 -6.5676734324811935e-06 5.1354967887547972e-05 -8.8480021172157675e-05 -0.00060951961509686785 0.00042344330384619394 -7.1263614350742572e-05 -0.00034030719854719071 0.00055056732665929365 1.3282841251071312e-05 -0.00032030055171542902 -0.00021098097078700779 0.00050273837299175193 0.00023505420456612964
leaf_weight=52 50 47 74 59 53 46 1335 588 151 46 134 133 95 157 390 105 63 50 89
leaf_count=52 50 47 74 59 53 46 1335 588 151 46 134 133 95 157 390 105 63 50 89
internal_value=0 3.68535e-05 -0.000354615 6.43855e-05 0.000172927 0.000976051 -3.31009e-05 0.000123672 0.000340501 -1.34876e-05 2.18647e-06 0.00017395 -2.93117e-05 7.17768e-05 0.000168991 -3.77521e-06 4.88029e-05 0.000187392 2.80863e-05
internal_weight=0 3667 239 3428 1626 93 1802 1533 293 1743 1697 267 1430 1240 547 693 187 124 240
internal_count=3717 3667 239 3428 1626 93 1802 1533 293 1743 1697 267 1430 1240 547 693 187 124 240
is_linear=0
shrinkage=0.0995203


Tree=8125
num_leaves=21
num_cat=0
split_feature=21 3 3 3 9 1 8 9 1 0 2 3 3 0 12 8 1 0 19 21
split_gain=0.0139232 0.00387157 0.010143 0.00418951 0.00996806 0.00731118 0.0011785 0.00265617 0.00199302 0.00111002 0.00131137 0.00108025 0.00100007 0.000918347 0.00123105 0.000824821 0.000934932 0.000706746 0.00066964 0.000935832
threshold=-0.10962999999999999 0.084235000000000018 0.083955000000000016 0.08844500000000001 0.081605000000000025 -0.095674999999999996 -0.086304999999999993 0.084380000000000024 -0.0046399999999999992 -0.15468499999999999 0.096520000000000022 0.088805000000000023 0.11404500000000002 -0.11170000000000001 0.095920000000000019 -0.08595499999999999 -0.085184999999999997 -0.087724999999999984 0.13872000000000004 0.13765500000000006
decision_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 4 -3 -6 7 -7 -8 10 -5 -11 -12 -2 15 17 -17 -15 19 -13
right_child=1 3 -4 9 5 6 8 -9 -10 11 12 18 -14 14 -16 16 -18 -19 -20 -21
leaf_value=0.0014290560412099182 -0.00038510924256498818 0.0012835477596244873 -0.0015366353015871862 0.00010873938633574038 0.0012833800227329908 -0.00067013064843589375 0.00026057263002844991 5.8838118660321838e-05 -0.0003849689024954819 -0.00035513455706306956 -0.0006598817772259189 3.068172467476956e-05 -9.4237480556080049e-05 -4.3060543309845238e-05 0.0004765047784992355 0.00030353869914542353 -0.00019073949859225829 -0.00054442816833788347 -0.00029235982454964466 0.00035033137868008859
leaf_weight=72 73 85 53 74 52 62 345 239 54 72 72 1930 61 67 47 83 68 53 59 96
leaf_count=72 73 85 53 74 52 62 345 239 54 72 72 1930 61 67 47 83 68 53 59 96
internal_value=0 3.10411e-05 -0.000243947 6.94396e-05 0.000260788 0.000144095 5.82925e-05 -8.85953e-05 0.000171154 1.34436e-06 -0.000218422 2.28141e-05 -0.000406606 -6.66297e-05 3.90613e-06 -7.50368e-05 7.55285e-05 -0.00027132 3.62582e-05 4.62321e-05
internal_weight=0 3645 444 3201 837 752 700 301 399 2364 207 2157 133 391 318 271 151 120 2085 2026
internal_count=3717 3645 444 3201 837 752 700 301 399 2364 207 2157 133 391 318 271 151 120 2085 2026
is_linear=0
shrinkage=0.0995203


Tree=8126
num_leaves=24
num_cat=0
split_feature=20 6 6 17 6 3 3 6 2 6 17 9 9 3 21 3 17 3 7 23 4 9 17
split_gain=0.0174338 0.00329339 0.0164417 0.00355282 0.0139847 0.00337698 0.00975497 0.00161542 0.00113393 0.000888923 0.00343855 0.00149493 0.000869295 0.000714626 0.00128932 0.00203621 0.00146395 0.000940772 0.000523513 0.000582285 0.000490764 0.000573781 0.000474679
threshold=-0.41270499999999993 0.066135000000000013 0.083720000000000031 -0.14813999999999997 0.090845000000000023 0.08544000000000003 0.084145000000000011 0.085570000000000021 0.08666500000000002 0.11816500000000002 0.40441500000000008 0.08938500000000002 0.087215000000000015 0.08844500000000001 -0.085204999999999989 0.087675000000000017 -0.0046399999999999992 0.08895500000000002 0.058975000000000007 -0.022119999999999997 0.12631500000000004 0.084380000000000024 -0.0050499999999999998
decision_type=2 2 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 8 22 20 11 -11 -9 -6 14 -7 16 -16 -15 19 -19 21 -2 -5
right_child=1 2 3 7 12 13 -8 9 -10 10 -12 -13 -14 17 15 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0019781663214282381 6.0227502678037424e-05 0.0020007412157388616 0.0019941099761599033 -0.00061024573986153926 -0.00034415728632903914 -0.00032344412046139015 -0.0014433355143931555 -1.8619498349545559e-05 -0.00050141778087549685 0.00020434757303593369 -0.00087798362250975895 0.00023486527775250452 0.00017819256766147946 -0.00039253443547011629 -0.00014706574681094857 0.00067965032710018284 0.00043093382428445177 0.00033494423253396447 -0.00032949188564650032 -6.8001190136600053e-06 0.00027071780693928787 -0.00035114587814506868 -0.0001295635765727695
leaf_weight=46 105 46 46 46 50 48 64 531 49 77 46 400 85 65 121 73 67 51 48 1499 60 48 46
leaf_count=46 105 46 46 46 50 48 64 531 49 77 46 400 85 65 121 73 67 51 48 1499 60 48 46
internal_value=0 2.81386e-05 0.000150225 8.54603e-05 0.000495401 -4.44487e-05 -0.0003412 1.99996e-05 -6.88508e-05 5.55864e-05 -0.000193771 8.94098e-05 -9.2065e-06 4.19337e-06 0.000143522 0.000232537 5.45691e-05 -2.12028e-05 -5.58625e-06 3.91624e-06 2.68167e-05 -6.34804e-05 -0.000378803
internal_weight=0 3671 1373 1327 181 2298 326 1146 262 1054 123 931 135 1972 309 261 188 1663 1598 1550 213 153 92
internal_count=3717 3671 1373 1327 181 2298 326 1146 262 1054 123 931 135 1972 309 261 188 1663 1598 1550 213 153 92
is_linear=0
shrinkage=0.0995203


Tree=8127
num_leaves=23
num_cat=0
split_feature=6 3 5 3 3 17 17 0 2 9 5 0 6 0 6 17 9 17 6 17 0 0
split_gain=0.0145891 0.00345504 0.0103934 0.00331178 0.0128412 0.00855188 0.00166053 0.00163688 0.00250804 0.00248503 0.00114644 0.00121017 0.000845552 0.00523271 0.0015039 0.00128323 0.000789171 0.000540607 0.000936709 0.000664965 0.000286905 0.000140141
threshold=0.23663500000000004 0.084235000000000018 0.063170000000000018 0.08802500000000002 0.087825000000000028 -0.16207999999999997 0.11180000000000002 -0.086474999999999996 -0.08569499999999998 0.083715000000000026 -0.094469999999999985 -0.080500000000000002 0.11816500000000002 -0.077174999999999994 0.10877500000000002 0.40057000000000009 0.083835000000000021 0.50214000000000014 -0.049005 0.24923500000000007 -0.049174999999999996 -0.016659999999999998
decision_type=2 2 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 8 -1 21 -7 -12 14 -14 17 -16 -10 19 -19 -5 -15 -9
right_child=-2 3 -4 12 -6 10 -8 9 16 -11 11 -13 13 20 15 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.00057616638500815592 0.0017359287275216875 0.0014299841473315691 -0.0014195265999797186 -1.8655666610856268e-06 0.0017846088446380637 -0.00030463935112775875 -0.0005468859100135285 -0.0001572713130282416 -0.00010747676629655617 0.00078354389587879741 0.00013707079144659472 -0.00035047328059390007 -0.00089454297806682449 0.00041459814404333132 1.2673912924071746e-05 0.00074012285779590707 0.00043914776230966713 2.4868727749146166e-05 -0.0005437922512676552 0.00020896062519957162 5.3408932170890446e-05 8.2053384534255521e-05
leaf_weight=80 50 47 63 1913 50 83 55 47 49 60 527 55 67 49 49 52 52 65 48 160 50 46
leaf_count=80 50 47 63 1913 50 83 55 47 49 60 527 55 67 49 49 52 52 65 48 160 50 46
internal_value=0 2.39526e-05 -0.00023331 6.03761e-05 0.000241621 0.000132115 -3.90935e-05 4.20741e-05 -0.000157591 0.00028363 3.91548e-05 8.95904e-05 3.74046e-06 -0.000212719 1.981e-05 0.000395307 0.000165849 2.08631e-06 -0.000209442 1.40117e-05 0.000240448 -3.00932e-05
internal_weight=0 3667 452 3215 762 712 389 334 181 153 665 582 2453 166 2287 101 101 2186 113 2073 99 93
internal_count=3717 3667 452 3215 762 712 389 334 181 153 665 582 2453 166 2287 101 101 2186 113 2073 99 93
is_linear=0
shrinkage=0.0995203


Tree=8128
num_leaves=14
num_cat=0
split_feature=6 2 20 20 5 20 9 26 30 9 26 26 1
split_gain=0.00265615 0.00107465 0.000667972 0.0033782 0.000939738 0.000817826 0.00125057 0.000911504 0.00117448 0.000818154 0.000740256 0.00142109 0.000909013
threshold=0.23663500000000004 -0.241895 -0.009049999999999999 -0.014035000000000001 -0.54165499999999989 -1.0000000180025095e-35 0.086345000000000019 -0.23202999999999999 0.10801000000000002 0.11351500000000002 0.084645000000000012 0.086760000000000018 -0.049499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -4 -7 9 -9 12 -12 -6
right_child=-2 2 5 -5 10 7 -8 8 -10 -11 11 -13 -14
leaf_value=0.00041554202335459427 -0.00072266091117946128 -0.00040504509821450964 0.00067406831162202668 -0.00071517726686647759 -0.00024707760104149073 -0.0004378952220858883 -4.8325033110191393e-06 1.3959319861697462e-05 0.00050186519616397395 -0.0002592085960986047 -0.0003836488012028044 -1.2847951532758573e-05 0.00010618389131075662
leaf_weight=57 53 65 46 77 82 46 59 1941 47 115 132 479 550
leaf_count=57 53 65 46 77 82 46 59 1941 47 115 132 479 550
internal_value=0 -1.25948e-05 -1.9526e-05 -7.40127e-05 -3.56424e-05 1.35909e-05 0.000284794 0 9.92569e-06 -9.21855e-07 -1.56667e-05 -9.42953e-05 5.9054e-05
internal_weight=0 3696 3639 1385 1308 2254 105 2149 2103 2056 1243 611 632
internal_count=3749 3696 3639 1385 1308 2254 105 2149 2103 2056 1243 611 632
is_linear=0
shrinkage=0.0995203


Tree=8129
num_leaves=14
num_cat=0
split_feature=20 2 20 20 5 20 26 5 5 1 26 9 26
split_gain=0.00219611 0.000870668 0.00053486 0.00275058 0.000741654 0.00121316 0.00119267 0.00068675 0.000680867 0.000703511 0.000651935 0.00485951 0.00140993
threshold=-0.40431 -0.241895 -0.009049999999999999 -0.013254999999999999 -0.50749999999999995 -0.000135 0.084785000000000013 -0.54165499999999989 -0.50749999999999995 0.18123500000000006 0.11991000000000003 0.11351500000000002 0.11575500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 7 -4 6 -6 -3 -9 -10 12 -12 -7
right_child=1 2 4 -5 5 10 -8 8 9 -11 11 -13 -14
leaf_value=-0.00064514155103821301 0.00037418724262986742 -0.00035632042678244915 -0.00027194929171628921 -0.00066133400679831058 0.00072098308179731167 6.3286183941839733e-06 0 0.0002992344739487527 -1.3236454365517744e-05 -0.00033759466608170464 0.00016159564525859913 -0.0010152306732514865 0.00043636276763188751
leaf_weight=55 57 62 87 73 48 1828 46 64 1113 71 117 49 79
leaf_count=55 57 62 87 73 48 1828 46 64 1113 71 117 49 79
internal_value=0 -1.11227e-05 -1.73865e-05 -6.62017e-05 1.22022e-05 2.3988e-05 0.000373862 -3.24129e-05 -1.56654e-05 -3.33784e-05 7.72811e-06 -0.00018085 2.45726e-05
internal_weight=0 3694 3637 1383 2254 2167 94 1310 1248 1184 2073 166 1907
internal_count=3749 3694 3637 1383 2254 2167 94 1310 1248 1184 2073 166 1907
is_linear=0
shrinkage=0.0995203


Tree=8130
num_leaves=9
num_cat=0
split_feature=6 21 2 21 8 8 6 6
split_gain=0.00187528 0.00089641 0.000671431 0.000623666 0.000529727 0.00243115 0.000847647 0.00051399
threshold=0.23663500000000004 -0.091104999999999992 -0.241895 -0.085135000000000002 0.24853500000000003 0.15415000000000004 0.11884000000000002 -0.0087049999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 7 -3 -4 5 6 -5 -1
right_child=-2 2 3 4 -6 -7 -8 -9
leaf_value=-7.4027189662001329e-05 -0.00060661359502512595 0.00033694802586745645 0.00026870115921563773 -1.9572582593948207e-05 0.00027360059696216978 -0.00073031906096522614 0.00023475040112690124 -0.00055243527375827537
leaf_weight=52 53 57 79 3218 62 47 135 46
leaf_count=52 53 57 79 3218 62 47 135 46
internal_value=0 -9.92003e-06 -1.60247e-06 -7.28336e-06 -1.38176e-05 -1.92995e-05 -9.08877e-06 -0.00030694
internal_weight=0 3696 3598 3541 3462 3400 3353 98
internal_count=3749 3696 3598 3541 3462 3400 3353 98
is_linear=0
shrinkage=0.0995203


Tree=8131
num_leaves=20
num_cat=0
split_feature=20 0 0 21 3 3 20 9 21 21 18 18 0 17 18 5 27 20 0
split_gain=0.0015284 0.0010152 0.00194736 0.000901695 0.00350707 0.00275107 0.00246767 0.0016322 0.00429808 0.000957619 0.00165559 0.000777777 0.00237446 0.000928307 0.00147679 0.00077755 0.0015947 0.000785665 0.000445817
threshold=-0.41270499999999993 -0.094139999999999988 -0.095339999999999994 0.096415000000000015 0.10850000000000003 0.099145000000000025 -0.060199999999999997 0.085665000000000033 0.083750000000000019 0.090285000000000018 0.086800000000000016 0.15614500000000003 -0.040384999999999997 -0.55286000000000002 -0.093649999999999997 -0.49053999999999998 0.10673000000000003 -0.0070099999999999997 -0.10287
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 -5 -6 9 18 10 -2 13 -13 14 -3 -15 17 -17 -9
right_child=1 11 -4 4 6 -7 -8 8 -10 -11 -12 12 -14 15 -16 16 -18 -19 -20
leaf_value=-0.00057497932349372669 8.9524911256881797e-06 0.00073843745098762462 -0.00071808021817414949 9.1892352229046691e-05 -0.00087925246793570675 0.0010303932243555458 6.8953785677481179e-05 -0.00020586971078996344 -0.001123141098824994 0.00031694905466578396 -0.00054874744035392816 0.00011485903777779091 -0.0007721853247954272 0.00040491102825677391 0 -5.473391924997349e-05 -0.00051772468837906014 6.470572161066697e-05 0.00015445586216733775
leaf_weight=48 307 47 48 90 46 49 63 97 54 70 63 76 48 51 65 821 55 1601 50
leaf_count=48 307 47 48 90 46 49 63 97 54 70 63 76 48 51 65 821 55 1601 50
internal_value=0 -9.26398e-06 -9.89382e-05 -6.45878e-05 9.46641e-05 0.00042862 -0.000323697 -0.000127479 -0.000362668 -1.81795e-05 -8.37948e-05 2.08395e-05 -0.000221911 3.25516e-05 0.000313421 1.97841e-05 1.15241e-05 2.38805e-05 -7.77411e-05
internal_weight=0 3701 937 889 248 139 109 641 201 440 370 2764 124 2640 112 2528 2477 2422 147
internal_count=3749 3701 937 889 248 139 109 641 201 440 370 2764 124 2640 112 2528 2477 2422 147
is_linear=0
shrinkage=0.0995203


Tree=8132
num_leaves=20
num_cat=0
split_feature=10 28 5 5 9 17 9 3 0 3 3 5 6 26 26 8 3 3 9
split_gain=0.0263843 0.0122326 0.00173702 0.00606602 0.0139201 0.00168945 0.00113975 0.00288021 0.000709777 0.00189715 0.00226691 0.00187228 0.00128678 0.00143444 0.00243912 0.00191339 0.000982325 0.00203548 0.000988712
threshold=0.096215000000000023 0.083225000000000021 -0.082635 -0.088935 0.087765000000000024 -0.067015000000000005 0.11408000000000003 0.14940500000000004 -0.080884999999999999 0.096775000000000014 0.095630000000000021 0.27139000000000008 0.11056500000000001 0.091195000000000012 0.088685000000000028 -0.084044999999999995 0.10920500000000002 0.11225500000000002 0.097510000000000027
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 -1 7 -7 12 10 11 -10 13 14 -4 -15 18 -18 -11
right_child=-2 -3 8 4 -6 6 -8 -9 9 16 -12 -13 -14 15 -16 -17 17 -19 -20
leaf_value=-0.00048736184738311334 0.0021800852555576844 -0.0014095800910783401 -4.318395746785449e-06 8.927298151077185e-05 -0.0020936701959274836 -2.8381126871998701e-05 -0.00036910935332390025 0.00072277977308231442 7.1724911532008572e-05 -0.00033661949348975435 0.00086431549249457046 0.00066933935800799827 -0.00044819442274579921 -0.0001475716838771685 -0.00050274974913054756 0.00051561440420041908 0.00059829136094382174 -3.5667141459286941e-05 4.653030879140441e-05
leaf_weight=82 53 65 869 69 49 779 82 54 481 173 47 59 72 70 110 106 58 360 103
leaf_count=82 53 65 869 69 49 779 82 54 481 173 47 59 72 70 110 106 58 360 103
internal_value=0 -5.61193e-05 -3.16109e-05 -0.00013503 -0.000810266 -5.42909e-05 -1.45855e-05 1.93309e-05 1.40403e-05 6.60961e-05 0.000198042 0.000138536 -3.96392e-05 -1.34621e-05 -6.11581e-05 0.000247196 -4.43274e-05 5.034e-05 -0.000190666
internal_weight=0 3688 3623 1115 118 997 915 833 2508 1281 587 540 1227 1155 979 176 694 418 276
internal_count=3741 3688 3623 1115 118 997 915 833 2508 1281 587 540 1227 1155 979 176 694 418 276
is_linear=0
shrinkage=0.0995203


Tree=8133
num_leaves=18
num_cat=0
split_feature=22 28 8 8 6 17 10 21 26 6 3 8 8 3 3 6 3
split_gain=0.0232836 0.00853257 0.00139401 0.00556537 0.0108074 0.00246795 0.00112253 0.00102539 0.00094974 0.0020856 0.000644774 0.000520458 0.0014156 0.000475991 0.00130168 0.000765864 0.000336137
threshold=0.13240000000000005 0.083225000000000021 -0.08731499999999999 -0.088874999999999996 0.088155000000000025 -0.015464999999999998 0.091080000000000022 -0.091104999999999992 -0.2382 -0.47287499999999999 0.089985000000000023 -0.26194999999999996 -0.41646 0.08622500000000001 0.087675000000000017 0.085760000000000017 0.13345500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 -5 7 10 -9 -10 -4 12 16 15 -15 -13 -1
right_child=-2 -3 6 4 -6 -7 -8 8 9 -11 -12 13 -14 14 -16 -17 -18
leaf_value=8.3126096008767278e-05 0.0021329218706017559 -0.0011472669487410506 -2.6086367913107214e-05 -0.00061786091034509295 -0.0019358541722192312 0.00028846934431988252 -0.00046352652655759182 0.00041145625708613822 -0.00063658787822301588 3.2329794902335878e-05 -0.00057316841387300931 5.007691634737399e-05 -0.00063289203358615114 0.00050362842028574663 6.2758468038428958e-06 -0.00032035149677234252 -0.00020381159196590184
leaf_weight=110 49 69 46 57 47 61 49 63 47 2391 46 144 48 64 300 87 63
leaf_count=110 49 69 46 57 47 61 49 63 47 2391 46 144 48 64 300 87 63
internal_value=0 -5.06503e-05 -2.95393e-05 -0.000130895 -0.000658222 -0.000142397 7.78509e-06 1.70072e-05 2.93093e-05 1.90985e-05 -0.000308526 -2.32627e-05 -0.000154186 2.39901e-05 9.59715e-05 -8.58913e-05 -1.66337e-05
internal_weight=0 3692 3623 981 165 118 2642 2593 2501 2438 92 816 221 595 364 231 173
internal_count=3741 3692 3623 981 165 118 2642 2593 2501 2438 92 816 221 595 364 231 173
is_linear=0
shrinkage=0.0995203


Tree=8134
num_leaves=14
num_cat=0
split_feature=27 28 6 8 8 6 10 1 3 8 21 4 9
split_gain=0.0235085 0.012441 0.00128324 0.00102453 0.00557467 0.00763575 0.00101023 0.000978257 0.00200699 0.000920248 0.00055434 0.000499993 0.000407683
threshold=0.11470500000000003 0.083225000000000021 0.23663500000000004 -0.087444999999999995 -0.088874999999999996 0.087075000000000027 0.091080000000000022 -0.16272499999999998 0.099655000000000021 -0.086914999999999992 -0.072824999999999987 0.078295000000000017 0.084290000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 12 7 8 -5 -9 -1 -12 -6
right_child=-2 -3 -4 6 5 -7 -8 9 -10 -11 11 -13 -14
leaf_value=-0.00029776845808393316 0.0018273787443763999 -0.0016456347716694592 -0.00054427099471067344 0.00046878876178224962 3.8700284415419769e-05 -0.0016949917164923287 -0.00044509973765006409 0.00036638409107312195 -7.04680777017896e-05 -1.6160399652367923e-05 8.710624779440174e-05 -7.5519188095525774e-05 -0.00036017564494927136
leaf_weight=62 67 48 48 134 47 49 48 64 135 2240 406 345 48
leaf_count=62 67 48 48 134 47 49 48 64 135 2240 406 345 48
internal_value=0 -5.35863e-05 -3.22854e-05 -2.51881e-05 -0.000113368 -0.000684196 6.69659e-06 1.54431e-05 0.000195115 -5.17885e-06 -1.12554e-05 1.13081e-05 -0.00015422
internal_weight=0 3674 3626 3578 957 144 2621 2573 269 2304 813 751 95
internal_count=3741 3674 3626 3578 957 144 2621 2573 269 2304 813 751 95
is_linear=0
shrinkage=0.0995203


Tree=8135
num_leaves=17
num_cat=0
split_feature=10 3 18 7 8 8 27 4 21 21 18 1 1 8 29 8
split_gain=0.022805 0.0030395 0.0149647 0.000775803 0.000752016 0.0120012 0.00074438 0.000882113 0.000600075 0.0016754 0.00126369 0.000951167 0.00131708 0.000463254 0.000431327 0.000529406
threshold=0.096215000000000023 0.07728500000000002 -0.018629999999999997 0.076760000000000023 -0.088520000000000001 -0.089304999999999995 0.091395000000000018 0.078385000000000024 0.094640000000000016 0.09266000000000002 -0.1394 0.10924000000000002 0.066150000000000028 -0.068549999999999986 -0.082294999999999993 -0.094139999999999988
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 7 -3 9 10 -6 12 -10 -5 -4 -16
right_child=-2 3 14 13 8 -7 -8 -9 11 -11 -12 -13 -14 -15 15 -17
leaf_value=-0.0019394896859591209 0.0020315588097971561 6.179247184880995e-05 -0.00019406382623217514 -5.5119224405766076e-05 0.00036783574186336068 -0.001577243828927362 0.00039178431963845329 -0.00018309302749359562 -9.5412036107194356e-05 0.00062365087563433881 2.4270063069229136e-06 -0.00039281160442900122 0.00033569211633981025 -0.00046133257944470924 -0.00010020792516276897 0.00032652444110208272
leaf_weight=49 53 415 53 59 99 51 46 223 445 47 1859 82 83 63 46 68
leaf_count=49 53 415 53 59 99 51 46 223 445 47 1859 82 83 63 46 68
internal_value=0 -4.74598e-05 -0.00040993 -2.4674e-05 -1.54372e-05 -0.000104469 4.14652e-06 -2.25192e-05 9.27393e-06 3.58486e-05 2.13208e-05 -7.67319e-05 -2.60933e-05 -0.000271595 3.39609e-05 0.000147153
internal_weight=0 3688 216 3472 3350 735 684 638 2615 2005 1958 610 528 122 167 114
internal_count=3741 3688 216 3472 3350 735 684 638 2615 2005 1958 610 528 122 167 114
is_linear=0
shrinkage=0.0995203


Tree=8136
num_leaves=18
num_cat=0
split_feature=1 8 8 6 6 0 4 17 20 6 26 26 6 8 2 0 26
split_gain=0.0108143 0.00726856 0.0465955 0.00263685 0.033877 0.00215663 0.00144306 0.00203789 0.000865476 0.00113937 0.00122336 0.00227256 0.000736046 0.00040154 0.000816055 0.000382706 0.00015956
threshold=-0.55579999999999996 -0.105475 -0.11257499999999999 -0.088444999999999982 -0.09007999999999998 -0.23032 0.13707500000000003 -0.031185000000000001 -0.40431 0.15358000000000002 0.15222000000000005 0.11991000000000003 0.088915000000000022 -0.409445 -0.00070500000000000001 -0.11524 0.09167500000000002
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 -3 7 -7 -5 10 11 -10 13 15 16 -2 -15
right_child=1 3 -4 8 -6 6 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0014856334131636152 -0.00019935339727329397 -0.00057179256572709712 0.0033660886329482864 -0.00040217944365377904 -0.0027283329197616097 -0.00020772169965391289 -0.00046460843849152329 0.00017911450862828797 -7.7909499774531369e-06 0.00044908718651800528 0.00039601200886766301 -0.0005763948797582511 -0.00032347453124772715 0.00013226694313013388 0.00052183940383966631 0.00010251828809804279 -0.00010385432829706871
leaf_weight=50 78 71 46 55 50 200 59 409 2230 54 70 72 55 66 49 86 47
leaf_count=50 78 71 46 55 50 200 59 409 2230 54 70 72 55 66 49 86 47
internal_value=0 -1.18035e-05 0.000374086 -6.24437e-05 -0.000220976 -5.02224e-05 3.9885e-06 5.07305e-05 -1.16979e-05 -2.50786e-06 -1.31338e-05 -2.59309e-05 1.06979e-05 6.95878e-05 0.000181596 -3.60632e-05 2.68127e-05
internal_weight=0 3697 427 3270 789 739 668 609 2481 2426 2372 2302 381 326 162 164 113
internal_count=3747 3697 427 3270 789 739 668 609 2481 2426 2372 2302 381 326 162 164 113
is_linear=0
shrinkage=0.0995203


Tree=8137
num_leaves=19
num_cat=0
split_feature=17 8 8 5 17 6 1 9 9 26 1 1 5 6 8 3 1 1
split_gain=0.00950074 0.00588021 0.0410462 0.00240857 0.0354712 0.00175508 0.00230659 0.0019947 0.00175059 0.00432542 0.00121065 0.00116332 0.000963218 0.000616053 0.000359664 0.000775892 0.000397192 0.00015257
threshold=-0.57205499999999987 -0.10833 -0.11550499999999998 -0.11517000000000001 -0.0044799999999999987 -0.13803499999999999 0.066150000000000028 0.088405000000000025 0.11408000000000003 0.096275000000000013 0.054560000000000004 0.039665000000000013 -0.53313499999999991 0.08481000000000001 -0.49499500000000002 0.13977500000000004 0.012830000000000003 0.024780000000000007
decision_type=2 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 10 -5 9 12 11 -7 -6 14 17 16 -16 -2
right_child=1 3 -4 5 8 6 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.0013517062184023243 0 -0.0028600109223705784 0.0031121236151716082 -0.00066475255496457604 -0.00036019763909820809 -9.8071689334161818e-06 0.00053327052543285919 0.00010308265197657407 -0.00050229532986252178 0.00097370741308887277 -0.00038658958210992212 0.00049027496471840831 2.6808458179495051e-05 -0.00031666894337981777 0.00013912085171027483 0.0004627662184299919 -0.00016160317652647209 -0.00023987431102785815
leaf_weight=53 49 47 47 84 77 2334 79 53 63 46 83 47 354 54 108 50 72 47
leaf_count=53 49 47 47 84 77 2334 79 53 63 46 83 47 354 54 108 50 72 47
internal_value=0 -9.39534e-06 0.000337649 -5.50049e-05 -0.000237683 -1.46876e-05 3.68692e-06 -0.000361732 -7.92677e-06 5.5651e-05 -1.29602e-05 0 -4.04325e-05 -3.35578e-06 4.60316e-05 0.000115339 1.42833e-05 -0.00011149
internal_weight=0 3694 427 3267 587 2680 2543 137 540 477 2464 2381 431 380 326 230 180 96
internal_count=3747 3694 427 3267 587 2680 2543 137 540 477 2464 2381 431 380 326 230 180 96
is_linear=0
shrinkage=0.0995203


Tree=8138
num_leaves=22
num_cat=0
split_feature=1 8 8 20 20 0 17 6 4 26 21 4 20 29 0 6 8 2 17 8 26
split_gain=0.00848483 0.00500335 0.0330538 0.00224536 0.0291472 0.00195701 0.00193542 0.00336963 0.00171285 0.00141473 0.00125327 0.000957312 0.00121042 0.00107825 0.000736944 0.000464885 0.000338702 0.000640042 0.000364071 0.000764814 0.000129425
threshold=-0.55579999999999996 -0.10833 -0.11550499999999998 -0.080674999999999997 -0.081324999999999995 -0.225295 0.10932500000000002 -0.031674999999999995 0.099510000000000029 -0.2382 0.13457500000000003 0.094725000000000018 -0.15615999999999999 -0.077709999999999987 -0.082494999999999999 0.079640000000000016 -0.409445 1.0000000180025095e-35 -0.0064000000000000003 -0.49499500000000002 0.090930000000000025
decision_type=2 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 8 11 -8 -5 -7 14 12 -3 -13 -11 16 18 20 -2 -20 -18
right_child=1 3 -4 5 -6 9 7 -9 -10 10 -12 13 -14 -15 -16 -17 17 -19 19 -21 -22
leaf_value=-0.0013136116576101095 0.00016079808726493074 -0.00048967864234981842 0.002802404270689686 -0.0007522406727588155 -0.0025491722899091424 -0.00047015895624386884 0.00012684119294879869 -0.00094003562353930611 0 7.027096993325359e-05 0.00040067202410453871 0 5.2158897656042859e-05 0.00068086383585462952 -4.1462791859951258e-05 -0.00023700292472704661 0.00013280554168504399 0.00047225988968515334 -0.00038253033197421002 0.00014403585452123723 -0.0001000198345601108
leaf_weight=50 55 46 47 64 49 59 58 57 55 1068 84 48 360 47 1286 67 47 46 62 46 46
leaf_count=50 55 46 47 64 49 59 58 57 55 1068 84 48 360 47 1286 67 47 46 62 46 46
internal_value=0 -8.12165e-06 0.000316755 -4.95625e-05 -0.0002129 -7.72842e-06 -2.57307e-05 -0.00039484 -0.000402209 1.07436e-05 2.27173e-05 5.73611e-05 -7.21529e-06 0.000341957 8.88259e-06 0 5.27689e-05 0.000168093 -4.05527e-05 -0.000150672 8.84218e-06
internal_weight=0 3697 416 3281 665 2616 616 115 119 2497 2438 501 406 95 2354 369 302 139 163 108 93
internal_count=3747 3697 416 3281 665 2616 616 115 119 2497 2438 501 406 95 2354 369 302 139 163 108 93
is_linear=0
shrinkage=0.0995203


Tree=8139
num_leaves=22
num_cat=0
split_feature=18 18 9 9 20 20 1 5 20 0 6 18 26 20 20 5 2 8 0 2 20
split_gain=0.00880862 0.00689276 0.00282435 0.0182502 0.00407608 0.0293544 0.00241292 0.00307804 0.00142429 0.00303917 0.00280623 0.00139321 0.00097098 0.000861978 0.00144778 0.00133448 0.0008447 0.000766572 0.00185551 0.0016298 0.000753354
threshold=0.31690500000000005 0.19545000000000004 0.083795000000000022 0.083235000000000017 -0.080674999999999997 -0.081374999999999989 -0.0083149999999999995 -0.018754999999999997 -0.071149999999999991 -0.225295 -0.085885000000000003 0.086065000000000016 0.084645000000000012 -0.014035000000000001 -0.0093149999999999986 -0.46834999999999999 0.10166000000000001 -0.07106999999999998 -0.071799999999999989 -0.065379999999999994 -0.054979999999999994
decision_type=2 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 6 7 -4 11 10 -10 16 -8 17 -15 -16 -1 18 -6 -19 -11
right_child=-2 -3 4 -5 13 -7 12 -9 9 20 -12 -13 -14 14 15 -17 -18 19 -20 -21 -22
leaf_value=-3.8783778941232917e-05 -0.0013627326693165173 0.00099439350810988413 -0.00094537128037580935 0.0015453433100911889 0.00015367406948986668 -0.0026795148326038223 0.00033958349984576966 -7.6772739442128706e-05 -0.00099393434417974083 0.00039534272460859011 0 0.00059158331178761831 -5.8521079949477537e-05 -0.00055955202347697422 -0.00050323575247609043 -1.5976299821715734e-05 0.00043106799645494637 0.00052313680466887699 -0.00055786666135172974 -0.00014028870124290171 -2.2078698216583933e-05
leaf_weight=170 48 67 59 81 159 48 113 136 63 46 51 65 125 54 58 1546 48 101 47 55 607
leaf_count=170 48 67 59 81 159 48 113 136 63 46 51 65 125 54 58 1546 48 101 47 55 607
internal_value=0 -5.55049e-06 -2.4222e-05 0.000105964 -8.34217e-05 -0.000343897 -8.3092e-05 -0.000343778 -4.29474e-06 -7.54616e-05 -0.000549676 0.000185692 0.000127055 -2.09925e-05 -5.1713e-05 -3.41058e-05 6.09147e-05 0.00011745 -4.69393e-06 0.000283989 6.07257e-06
internal_weight=0 3699 3632 1131 2501 481 433 195 1050 767 114 283 238 2020 1658 1604 218 362 206 156 653
internal_count=3747 3699 3632 1131 2501 481 433 195 1050 767 114 283 238 2020 1658 1604 218 362 206 156 653
is_linear=0
shrinkage=0.0995203


Tree=8140
num_leaves=10
num_cat=0
split_feature=17 29 10 5 5 5 8 0 6
split_gain=0.0135655 0.00554707 0.00208273 0.00416765 0.00170441 0.0323656 0.000938786 0.000877646 0.000643088
threshold=-0.57205499999999987 0.12737000000000004 0.090150000000000022 0.63455500000000009 -0.11065499999999999 -0.13955999999999999 -0.47145500000000001 -0.23058999999999999 -0.088215000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -6 -9
right_child=1 -3 -4 -5 7 -7 -8 8 -10
leaf_value=0.0015338468738828384 0.00038873282696342079 -0.0011596328366081233 -0.00055812365518449183 0.00088155241743607525 0.00036490135633860949 -0.0025055720718626657 -5.048026238188011e-05 6.9638645165452759e-05 -6.355045305291475e-05
leaf_weight=52 52 47 85 46 53 56 634 420 2298
leaf_count=52 52 47 85 46 53 56 634 420 2298
internal_value=0 -8.42442e-05 -7.01493e-05 -5.82649e-05 -7.08041e-05 -0.00020499 -1.59938e-05 -3.45773e-05 -4.26682e-05
internal_weight=0 3691 3644 3559 3513 742 686 2771 2718
internal_count=3743 3691 3644 3559 3513 742 686 2771 2718
is_linear=0
shrinkage=0.0995203


Tree=8141
num_leaves=17
num_cat=0
split_feature=1 4 20 20 21 17 3 0 10 10 1 0 0 21 21 18
split_gain=0.0117434 0.00500985 0.00164783 0.0264878 0.00241924 0.00247508 0.0033867 0.00217409 0.00136336 0.0023592 0.00190682 0.00125243 0.00284393 0.00206644 0.00151572 0.000988648
threshold=-0.55579999999999996 0.15730000000000002 -0.080934999999999993 -0.080324999999999994 0.08957500000000003 -0.45712999999999998 0.10850000000000003 -0.090699999999999989 0.090150000000000022 0.086275000000000018 -0.50597999999999999 -0.10287 -0.088174999999999989 0.085815000000000016 -0.0092899999999999996 -0.0079049999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 11 -6 7 -7 9 10 -5 14 15 -14 -2 -13
right_child=1 -3 3 8 5 6 -8 -9 -10 -11 -12 12 13 -15 -16 -17
leaf_value=0.0014436362123709662 -0.00073717015909124852 -0.001109504714366324 -0.0024657190943160987 -0.00052715547694470776 0.00083857944326469664 0.00092496049438634497 -0.00040734943049236473 1.1617576928965761e-05 -0.00048994073436284269 0.00062928078076674864 -4.4416781098148695e-05 0.00081841648311302699 -8.8022644355970255e-06 -0.00074582496755010782 0 0.00017450059721120455
leaf_weight=51 53 46 46 84 68 54 70 53 71 50 2691 46 202 47 54 57
leaf_count=51 53 46 46 84 68 54 70 53 71 50 2691 46 202 47 54 57
internal_value=0 -7.6328e-05 -6.30684e-05 -9.59173e-05 7.3044e-05 0.000326087 0.000124572 0.000480208 -5.79928e-05 -4.68469e-05 -5.93244e-05 -6.02388e-05 2.82479e-05 -0.000151207 -0.000358986 0.000470023
internal_weight=0 3692 3646 2942 704 245 177 107 2896 2825 2775 459 352 249 107 103
internal_count=3743 3692 3646 2942 704 245 177 107 2896 2825 2775 459 352 249 107 103
is_linear=0
shrinkage=0.0995203


Tree=8142
num_leaves=19
num_cat=0
split_feature=18 29 0 26 26 2 2 0 1 18 10 18 18 18 26 18 8 1
split_gain=0.0105489 0.00447946 0.00155379 0.00460074 0.00799716 0.0297961 0.00264174 0.00187169 0.00156939 0.00239488 0.00149511 0.00142257 0.00272258 0.0014164 0.00120342 0.00119889 0.00100136 0.0006053
threshold=0.31227500000000008 0.12737000000000004 -0.084665000000000004 0.08598500000000002 0.088015000000000024 -0.080695000000000003 -0.086254999999999984 -0.084084999999999993 -0.019239999999999997 -0.010395 0.090150000000000022 0.089365000000000014 0.10189500000000003 0.077940000000000023 0.084685000000000024 -0.47082499999999999 -0.084915000000000004 0.10924000000000002
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 5 6 -5 -4 9 -6 15 13 -13 14 -1 -9 -17 -10
right_child=-2 -3 7 4 8 -7 -8 10 17 -11 -12 12 -14 -15 -16 16 -18 -19
leaf_value=-6.4975543524916772e-05 0.0013302479724871627 -0.0010367062545688728 0.00051890494346029897 -0.00068488873329967189 -0.0008196109772489375 -0.0030561583111200956 0.00016677659633126379 0.00048967797754239371 0.00020598354004083158 -5.292341420869872e-05 -0.00053243768807470146 0.0006799863561966755 -0.00011529810528381156 -0.00049655163395758719 0.00028587838478063611 0.00014612397714109353 -4.8617145150296282e-05 -0.00011869562556074084
leaf_weight=703 54 47 67 60 62 47 88 48 139 123 54 81 87 66 112 316 1496 93
leaf_count=703 54 47 67 60 62 47 88 48 139 123 54 81 87 66 112 316 1496 93
internal_value=0 -7.03146e-05 -5.76185e-05 -0.000128615 -0.000345468 -0.000872085 -0.000172962 1.49596e-06 -9.72448e-05 -0.000314293 -1.61884e-05 -1.31922e-06 0.00026327 -5.27036e-05 -1.57556e-05 -7.60349e-07 -1.42039e-05 7.23034e-05
internal_weight=0 3689 3642 1661 612 195 148 1981 417 185 1914 1049 168 881 815 1860 1812 232
internal_count=3743 3689 3642 1661 612 195 148 1981 417 185 1914 1049 168 881 815 1860 1812 232
is_linear=0
shrinkage=0.0995203


Tree=8143
num_leaves=21
num_cat=0
split_feature=17 4 26 26 20 6 0 2 5 20 5 0 5 5 1 9 0 0 1 5
split_gain=0.0102127 0.00408263 0.00163879 0.0336247 0.00189886 0.00182069 0.00153738 0.00197108 0.00114653 0.001267 0.00112775 0.00185283 0.00711302 0.00120013 0.00106752 0.000749676 0.000887671 0.0013937 0.00139073 0.000819317
threshold=-0.57205499999999987 0.15730000000000002 0.087745000000000031 0.088015000000000024 -0.075115000000000001 -0.070010000000000003 -0.085754999999999984 -0.086414999999999992 0.057175000000000011 -0.081324999999999995 -0.54382499999999989 -0.19631499999999999 -0.09583499999999999 -0.43873000000000001 -0.0083149999999999995 0.11408000000000003 -0.087084999999999982 -0.085349999999999995 -0.018369999999999997 -0.06515
decision_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 8 14 -8 9 -2 -6 12 -12 -13 -7 16 18 -18 -5 -17
right_child=1 -3 3 15 10 6 7 -9 -10 -11 11 13 -14 -15 -16 19 17 -19 -20 -21
leaf_value=0.001339281859640361 8.5371178427541466e-05 -0.00099739455800233268 -0.0026440751706149823 -0.00050273386389063524 0.00036102011088445216 -0.00067717259108263724 -0.00013550892915357854 0.00048988259870547026 0.00074302099787737681 0.00050930984830772723 -0.0013244939085804814 0.0002035793934748714 0.00025699746100435521 -8.4277655282365973e-05 -3.4070976481348435e-05 0.00047802977405871788 0.00041506929578233223 -5.3766481777254294e-05 -5.1513374228071322e-05 -8.7389978501032458e-06
leaf_weight=52 242 46 51 109 59 51 120 84 48 102 52 164 60 1089 57 54 67 960 191 85
leaf_count=52 242 46 51 109 59 51 120 84 48 102 52 164 60 1089 57 54 67 960 191 85
internal_value=0 -6.46921e-05 -5.26968e-05 -0.000131745 3.27035e-06 0.000137338 -3.97674e-05 0.000117992 0.000280387 0.000213454 -6.24352e-05 -8.13382e-05 -0.000469957 -4.59479e-05 -0.000345338 -4.37865e-05 -6.72659e-05 -2.23832e-05 -0.000218186 0.000174476
internal_weight=0 3691 3645 1517 2128 704 312 204 392 344 1424 1365 112 1253 108 1466 1327 1027 300 139
internal_count=3743 3691 3645 1517 2128 704 312 204 392 344 1424 1365 112 1253 108 1466 1327 1027 300 139
is_linear=0
shrinkage=0.0995203


Tree=8144
num_leaves=17
num_cat=0
split_feature=22 1 1 1 26 0 1 1 3 0 17 5 3 1 26 4
split_gain=0.0250875 0.0100604 0.00215237 0.000829856 0.00227787 0.00809444 0.00438081 0.0011855 0.00405103 0.00174004 0.00165171 0.000920295 0.00113301 0.00072897 0.000667199 0.000530575
threshold=0.13264000000000004 -0.55579999999999996 0.62916000000000016 -0.076894999999999991 0.098185000000000022 -0.081909999999999997 -0.079844999999999985 -0.06551499999999999 0.095135000000000011 -0.080434999999999993 0.070205000000000017 -0.065999999999999989 0.084895000000000012 0.0013500000000000003 0.094025000000000011 0.10787500000000001
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 -6 -7 8 9 -5 -10 13 -13 -9 15 -3
right_child=-2 2 -4 7 5 6 -8 11 10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.0014231258219283543 0.0023252803270244391 2.2509929145644065e-06 0.00065734503921852289 0.00021246629350353617 -0.0012923165345400981 0.00039790226762437091 -0.00066057603713346206 0.00024704433326984843 0.00031279243368921035 -0.00060450976460533015 0.0011874206484149632 0.00031721630378348903 -7.0514609119891444e-05 4.1812112683131088e-05 0.00034147095146284365 -0.00030936489865672148
leaf_weight=51 48 982 51 57 64 109 60 229 46 46 46 80 1021 741 55 57
leaf_count=51 48 982 51 57 64 109 60 229 46 46 46 80 1021 741 55 57
internal_value=0 3.48671e-05 1.5213e-05 5.87051e-06 -5.63642e-05 -0.000338934 1.72671e-05 4.26773e-05 0.000277598 -0.000144449 0.000759005 2.01625e-05 -4.15981e-05 9.11078e-05 3.06909e-06 -1.40565e-05
internal_weight=0 3695 3644 3593 1327 233 169 2266 195 103 92 2071 1101 970 1094 1039
internal_count=3743 3695 3644 3593 1327 233 169 2266 195 103 92 2071 1101 970 1094 1039
is_linear=0
shrinkage=0.0995203


Tree=8145
num_leaves=22
num_cat=0
split_feature=27 1 1 26 26 9 26 26 17 8 1 3 3 26 26 9 5 9 3 26 21
split_gain=0.025681 0.00827265 0.000790436 0.000773713 0.00112376 0.00104242 0.00382821 0.000786137 0.000703721 0.00160057 0.000894998 0.00056868 0.00211939 0.00185874 0.00496535 0.00151994 0.00127547 0.00193638 0.00104546 0.000916922 0.000915792
threshold=0.11470500000000003 -0.55579999999999996 -0.0090649999999999984 0.085155000000000022 0.084535000000000013 0.11351500000000002 0.18654500000000004 0.086255000000000012 0.11012500000000003 -0.086304999999999993 0.41897000000000012 0.097880000000000023 0.099655000000000021 0.098185000000000022 0.11081000000000002 0.094010000000000024 0.41370500000000004 0.095415000000000014 0.10871500000000002 0.095610000000000014 0.10841000000000002
decision_type=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 4 8 6 7 -5 10 -10 -4 13 -13 19 -15 -16 18 -18 -14 20 -3
right_child=-2 2 3 5 -6 -7 -8 -9 9 -11 -12 12 16 14 15 -17 17 -19 -20 -21 -22
leaf_value=0.0012814960853082453 0.0019892082759151676 -1.4460105779962843e-05 -1.2975348745899962e-05 -0.00044729027585679697 0.00057865990536069942 -0.0003758829485543932 0.00087860603435494639 -1.6894258470094318e-05 -9.2715625193645995e-05 0.0006220319988663799 0.00024708106132288439 0.00069461426183723459 0.00031768275961278404 -0.00089736121807846322 0.00038626174548620163 -0.00024499063616494868 -0.00077869954085026203 4.1322545419508889e-05 -3.0399637924605387e-05 0.00039204835560897828 -0.00040110928842857819
leaf_weight=51 67 1315 511 48 51 74 47 380 52 71 174 47 126 91 67 86 48 66 255 52 64
leaf_count=51 67 1315 511 48 51 74 47 380 52 71 174 47 126 91 67 86 48 66 255 52 64
internal_value=0 2.27553e-05 4.82031e-06 6.333e-05 0.000122487 -2.77399e-05 2.47737e-05 -6.70757e-05 9.26809e-05 0.000313207 5.18877e-05 -3.19695e-05 5.58537e-05 -6.08762e-05 -0.000314957 2.60897e-05 -3.14256e-06 -0.000296769 8.25656e-05 -1.69808e-05 -3.29983e-05
internal_weight=0 3676 3625 1408 859 549 475 428 808 123 685 2217 542 1675 244 153 495 114 381 1431 1379
internal_count=3743 3676 3625 1408 859 549 475 428 808 123 685 2217 542 1675 244 153 495 114 381 1431 1379
is_linear=0
shrinkage=0.0995203


Tree=8146
num_leaves=10
num_cat=0
split_feature=27 18 6 7 38 4 4 4 6
split_gain=0.020824 0.00696688 0.00100571 0.000955261 0.000832829 0.000784447 0.00180704 0.000914378 0.000447942
threshold=0.11470500000000003 0.31227500000000008 0.23663500000000004 -0.23835999999999999 -0.072014999999999996 0.12182500000000003 0.11706000000000001 0.13210500000000003 -0.085609999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -6 -7 -5
right_child=-2 -3 -4 4 5 7 -8 -9 -10
leaf_value=0.00044681369834362843 0.0017912419580688771 0.0011755811080230564 -0.0004481678947136895 0.00049683041277912043 -5.5771675107698954e-07 -0.00054704352512465837 0.00060823837793638053 -6.7233883350777601e-05 4.639048771527683e-05
leaf_weight=49 67 51 48 51 3155 53 49 174 46
leaf_count=49 67 51 48 51 3155 53 49 174 46
internal_value=0 2.04464e-05 3.96899e-06 1.02651e-05 3.9699e-06 -3.92496e-06 8.49734e-06 -0.000182866 0.000291659
internal_weight=0 3676 3625 3577 3528 3431 3204 227 97
internal_count=3743 3676 3625 3577 3528 3431 3204 227 97
is_linear=0
shrinkage=0.0995203


Tree=8147
num_leaves=9
num_cat=0
split_feature=22 1 1 27 18 24 18 26
split_gain=0.0202175 0.00642975 0.00129932 0.00106363 0.000860415 0.000694634 0.000810606 0.000596216
threshold=0.13264000000000004 -0.55579999999999996 0.55657000000000012 0.11129500000000002 0.15891500000000006 0.084270000000000025 -0.019539999999999998 0.093835000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -6
right_child=-2 2 -4 -5 7 -7 -8 -9
leaf_value=0.0011303569366486843 0.0020766705012192545 -5.0111325859127484e-05 0.00039660254453507732 -0.000380036086718193 -5.2775751074528907e-05 0.00034637104393868992 4.950408989045936e-05 -0.0005129509486847271
leaf_weight=51 48 1405 82 73 70 61 1901 52
leaf_count=51 48 1405 82 73 70 61 1901 52
internal_value=0 2.05873e-05 4.83075e-06 -3.95832e-06 3.67569e-06 1.33144e-05 6.92143e-06 -0.000255626
internal_weight=0 3695 3644 3562 3489 3367 3306 122
internal_count=3743 3695 3644 3562 3489 3367 3306 122
is_linear=0
shrinkage=0.0995203


Tree=8148
num_leaves=16
num_cat=0
split_feature=26 8 25 18 18 8 4 4 4 9 5 20 1 1 26
split_gain=0.0026594 0.0119052 0.00121311 0.000954317 0.00105181 0.00118702 0.00209918 0.00375639 0.00122695 0.000989975 0.00348997 0.00217492 0.00129114 0.000488975 0.000307557
threshold=-0.15866 0.0033350000000000007 0.096120000000000025 0.22074500000000005 0.10085500000000001 -0.51030999999999993 0.11394500000000003 0.11931500000000002 0.10956000000000003 0.097365000000000021 -0.063819999999999988 -0.058504999999999995 -0.072579999999999992 -0.029404999999999997 0.090170000000000014
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 8 -8 -7 11 -11 -6 -13 -3 -5
right_child=2 13 -4 14 9 6 7 -9 -10 10 -12 12 -14 -15 -16
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leaf_weight=48 62 46 55 46 74 2608 63 216 72 67 54 160 50 91 47
leaf_count=48 62 46 55 46 74 2608 63 216 72 67 54 160 50 91 47
internal_value=0 0.000377767 -9.08319e-06 -1.65563e-05 -7.77276e-06 -2.81893e-05 -3.74724e-05 -0.000297371 -1.01103e-05 0.000142498 0.000381652 3.77221e-05 -0.000122638 -8.91176e-05 -0.000331329
internal_weight=0 185 3574 3519 3426 3021 2959 279 2680 405 121 284 210 137 93
internal_count=3759 185 3574 3519 3426 3021 2959 279 2680 405 121 284 210 137 93
is_linear=0
shrinkage=0.0995203


Tree=8149
num_leaves=11
num_cat=0
split_feature=28 24 1 8 20 20 8 3 1 20
split_gain=0.0083289 0.000941786 0.000856246 0.00113974 0.000907826 0.00220951 0.00334207 0.00105456 0.00102801 0.00103157
threshold=0.080375000000000016 0.084270000000000025 -0.55579999999999996 -0.51030999999999993 -0.075334999999999999 -0.06470999999999999 -0.052214999999999998 0.08400500000000001 -0.049499999999999995 -0.24910499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 6 -6 -7 -5 -10
right_child=-2 -3 3 4 5 7 -8 -9 9 -11
leaf_value=-0.00042535677932554751 0.0010265403589407095 0.00034317769445384633 0.00041193137172056956 -0.00027890305545254511 -2.1622748887541722e-05 -0.00020668088257047641 -0.0011023968807717199 -6.6775741240238448e-06 0.00052189336170155125 6.5177451643511113e-05
leaf_weight=51 78 72 61 79 71 299 49 2143 53 803
leaf_count=51 78 72 61 79 71 299 49 2143 53 803
internal_value=0 -1.25974e-05 -1.9922e-05 -1.38804e-05 -2.15422e-05 -5.23483e-05 -0.000469761 -3.15013e-05 6.19941e-05 9.44118e-05
internal_weight=0 3681 3609 3558 3497 2562 120 2442 935 856
internal_count=3759 3681 3609 3558 3497 2562 120 2442 935 856
is_linear=0
shrinkage=0.0995203


Tree=8150
num_leaves=13
num_cat=0
split_feature=28 22 24 4 4 9 4 0 18 9 6 6
split_gain=0.00675405 0.00167092 0.00148517 0.000791573 0.00370518 0.00287883 0.00340576 0.00119312 0.000954072 0.00185931 0.00106769 0.000356552
threshold=0.080375000000000016 0.13118500000000005 0.084270000000000025 0.079660000000000022 0.08544000000000003 0.11408000000000003 0.14727500000000002 -0.14680499999999999 0.15891500000000006 0.12912500000000005 0.11345500000000001 -0.007045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 7 6 -6 -5 9 10 -1 -10
right_child=-2 -3 -4 4 5 -7 -8 -9 11 -11 -12 -13
leaf_value=3.6151824729685085e-05 0.00092437886624684444 -0.00054137872397568172 0.00048806229977002552 -0.0010349071711012044 -2.873720602733008e-05 -0.00066602081971961838 0.00076217649077057949 -0.00029727341171602198 -5.8139534358258502e-05 0.00063113236038957329 -0.00021535984757838005 -0.00045049987834371041
leaf_weight=2259 78 58 60 48 753 64 58 47 48 50 180 56
leaf_count=2259 78 58 60 48 753 64 58 47 48 50 180 56
internal_value=0 -1.13658e-05 -2.65499e-06 -1.11483e-05 -8.79824e-05 -2.29237e-05 2.68169e-05 -0.00067859 1.72784e-05 2.99152e-05 1.72544e-05 -0.000277282
internal_weight=0 3681 3623 3563 970 875 811 95 2593 2489 2439 104
internal_count=3759 3681 3623 3563 970 875 811 95 2593 2489 2439 104
is_linear=0
shrinkage=0.0995203


Tree=8151
num_leaves=10
num_cat=0
split_feature=28 27 17 24 20 20 17 10 3
split_gain=0.00547758 0.00195921 0.000821501 0.000743174 0.000778627 0.00157123 0.000905157 0.000771627 0.000860627
threshold=0.080375000000000016 0.11129500000000002 -0.57205499999999987 0.084270000000000025 1.0000000180025095e-35 0.0074100000000000017 -0.07107999999999999 0.090150000000000022 0.11061500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 8 -4
right_child=-2 -3 3 -5 5 6 -8 -9 -10
leaf_value=-0.00038603106918664063 0.00083238445238816884 -0.00056502896133648261 -4.0801978797623787e-06 0.00033340053864069983 -0.0006685411454876453 0.00016522553544659935 -0.00020019040095265079 -0.0003515139026351027 0.00012994547444352872
leaf_weight=54 78 62 2534 67 49 110 168 56 581
leaf_count=54 78 62 2534 67 49 110 168 56 581
internal_value=0 -1.03011e-05 -5.71398e-07 5.03764e-06 -1.01774e-06 -0.000147449 -5.26567e-05 1.38244e-05 2.0655e-05
internal_weight=0 3681 3619 3565 3498 327 278 3171 3115
internal_count=3759 3681 3619 3565 3498 327 278 3171 3115
is_linear=0
shrinkage=0.0995203


Tree=8152
num_leaves=14
num_cat=0
split_feature=17 3 22 6 6 6 2 2 8 24 23 3 9
split_gain=0.00167749 0.00176074 0.00146818 0.00144885 0.00139082 0.00740833 0.0123051 0.00138897 0.00142806 0.000849032 0.00128583 0.000886266 0.000750197
threshold=-0.56005499999999986 0.10057000000000002 0.13264000000000004 0.23663500000000004 0.087575000000000028 0.088750000000000023 -0.084869999999999987 -0.055654999999999996 -0.071594999999999992 0.083550000000000027 -0.046924999999999994 0.13345500000000002 0.099985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 6 -6 8 -7 10 -2 -12 -9
right_child=2 -3 -4 -5 5 7 -8 12 -10 -11 11 -13 -14
leaf_value=-0.00084880268422771838 -0.00038701229138122091 -1.2027533920446607e-05 -0.00053097125208977493 -0.00053029474707811059 0.0021245956960154349 5.1541839947860539e-05 6.5789599519929282e-05 0.00010365057706538621 -0.00023955899075210979 -0.0003782621111548274 1.6120146205090249e-05 -0.00021132042705118031 0.00065794949201088376
leaf_weight=48 89 56 51 49 46 581 79 60 233 66 2174 184 46
leaf_count=48 89 56 51 49 46 581 79 60 233 66 2174 184 46
internal_value=0 -0.000406103 -5.33191e-07 6.73982e-06 1.43658e-05 0.000111003 0.00082998 1.2426e-05 -3.07774e-05 -2.54938e-05 -1.56444e-05 -1.28038e-06 0.000351918
internal_weight=0 104 3658 3607 3558 1045 125 920 814 2513 2447 2358 106
internal_count=3762 104 3658 3607 3558 1045 125 920 814 2513 2447 2358 106
is_linear=0
shrinkage=0.0995203


Tree=8153
num_leaves=15
num_cat=0
split_feature=27 23 18 18 20 9 3 20 18 20 3 4 3 3
split_gain=0.00120796 0.00140926 0.00147474 0.0147159 0.00252139 0.00103181 0.00139418 0.00113753 0.000997019 0.000899895 0.00150242 0.00212972 0.00156868 0.000613691
threshold=0.10530500000000002 0.086650000000000019 -0.090899999999999995 -0.092084999999999986 -0.097019999999999995 1.0000000180025095e-35 0.08920500000000002 -0.077044999999999988 -0.089674999999999991 0.14849500000000004 0.14530500000000005 0.14039500000000002 0.13345500000000002 0.13345500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -7 -4 10 12 -12 -10 -2
right_child=13 -3 8 -5 5 7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.00059339444801725374 -0.00053712088338499643 -0.00047478030056438025 -0.00047325849615560824 0.0017832989037258999 0.00066777645880519352 0.00025186475062288104 0 -9.9912879372756553e-05 -1.0488942226548393e-05 -0.00037294256128780841 0.00070545081349994399 -7.2465189460271763e-05 -0.00050984256962633952 -7.1876754457068475e-05
leaf_weight=62 63 61 48 50 61 129 62 309 2590 68 69 67 64 59
leaf_count=62 63 61 48 50 61 129 62 309 2590 68 69 67 64 59
internal_value=0 -2.44456e-07 7.61475e-06 0.000140534 7.37706e-06 7.52318e-05 0.00032998 1.82387e-06 -2.28864e-05 -1.50359e-05 -6.01934e-06 0.000316194 -2.28391e-05 -0.000318836
internal_weight=0 3640 3579 673 623 561 123 438 2906 2858 2790 136 2654 122
internal_count=3762 3640 3579 673 623 561 123 438 2906 2858 2790 136 2654 122
is_linear=0
shrinkage=0.0995203


Tree=8154
num_leaves=16
num_cat=0
split_feature=17 3 5 5 2 6 18 0 8 21 23 20 20 22 3
split_gain=0.00134594 0.00138183 0.0012994 0.00976208 0.00123246 0.00118325 0.00112369 0.00384263 0.00265508 0.0012668 0.00102629 0.0010572 0.00171156 0.0008797 0.000848677
threshold=-0.56005499999999986 0.10057000000000002 0.062500000000000014 0.066275000000000014 0.10003000000000002 0.18123500000000006 -0.060544999999999995 1.0000000180025095e-35 0.10068500000000002 0.13118000000000005 0.086650000000000019 0.14849500000000004 0.096345000000000028 0.076675000000000021 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 10 7 9 14 -5 11 12 13 -2 -8
right_child=2 -3 3 4 -6 -7 8 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.00075515109001694769 -1.330989474927821e-06 -1.2012121868918116e-05 0.0014189038179701077 7.8053805142216359e-05 0.00036426447435268478 -0.00051085623249794967 0.0002697459762748014 -0.00089309751115219016 0.00080581800821236419 -0.00047663878047124046 -0.00042233551433988072 -0.000378379872176605 0.00045145974558429561 -0.00025067067474973019 -0.00017023189969622368
leaf_weight=48 2480 56 53 270 89 50 64 57 47 48 62 76 80 149 133
leaf_count=48 2480 56 53 270 89 50 64 57 47 48 62 76 80 149 133
internal_value=0 -0.000362871 0 0.000115934 1.7239e-05 -3.01948e-05 -3.1334e-05 -0.000140562 0.000133182 -3.09914e-06 -2.14657e-05 -1.22476e-05 -1.67368e-06 -1.57738e-05 -2.31394e-05
internal_weight=0 104 3658 761 708 2897 619 375 244 318 2847 2785 2709 2629 197
internal_count=3762 104 3658 761 708 2897 619 375 244 318 2847 2785 2709 2629 197
is_linear=0
shrinkage=0.0995203


Tree=8155
num_leaves=19
num_cat=0
split_feature=17 1 1 3 12 27 3 5 18 8 18 6 3 3 0 6 17 6
split_gain=0.00109632 0.00134055 0.0078258 0.00111509 0.00110478 0.000923993 0.000787691 0.00160093 0.00108691 0.00119982 0.000940169 0.000702792 0.00183024 0.00332872 0.00225359 0.00112167 0.00225064 0.000851977
threshold=-0.56005499999999986 -0.094454999999999997 -0.10241499999999999 0.10057000000000002 0.098385000000000028 0.11129500000000002 0.11225500000000002 0.27139000000000008 -0.097059999999999994 -0.0083949999999999979 0.086510000000000017 0.11345500000000001 0.097880000000000023 0.10850000000000003 -0.080614999999999992 0.099330000000000016 0.0065250000000000013 0.096435000000000021
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 5 11 7 8 -2 -10 -8 15 14 -14 -13 17 -17 -3
right_child=1 4 -4 -5 -6 -7 10 -9 9 -11 -12 12 13 -15 -16 16 -18 -19
leaf_value=-0.00067999810274898707 -0.00035869395011228257 5.0512327628906237e-07 0.001373813185219983 -1.0816679611373635e-05 -0.00050353928974421203 -0.00036913567109038599 -0.00051601552659154314 0.00047630299053308482 -8.4307821221859969e-05 0.00041641467328081618 6.5504788700278333e-05 -0.0010101050130164534 0.0007163568748398371 -0.00031872693701920536 -3.6533608558054282e-05 -0.00010586120389462703 0.00071341179545886474 -0.00036397204460533901
leaf_weight=48 70 2607 47 56 47 72 52 84 127 74 54 46 49 82 52 66 64 65
leaf_count=48 70 2607 47 56 47 72 52 84 127 74 54 46 49 82 52 66 64 65
internal_value=0 0 0.000150162 -0.000327541 -2.40535e-05 -1.65271e-05 2.36319e-05 9.63095e-05 -1.84538e-05 9.59651e-05 -0.000212047 -7.88095e-06 -0.000175622 6.21929e-05 -0.00050187 5.53589e-06 0.000291176 -8.05491e-06
internal_weight=0 3658 508 104 3150 3103 461 355 271 201 106 3031 229 131 98 2802 130 2672
internal_count=3762 3658 508 104 3150 3103 461 355 271 201 106 3031 229 131 98 2802 130 2672
is_linear=0
shrinkage=0.0995203


Tree=8156
num_leaves=24
num_cat=0
split_feature=6 3 26 2 2 8 8 1 8 1 2 2 3 2 3 1 9 1 3 3 11 20 0
split_gain=0.0204434 0.00617556 0.0217956 0.00413061 0.00901237 0.00380635 0.0118329 0.00987282 0.00968181 0.00187639 0.0122539 0.00182525 0.00129094 0.00127311 0.00126171 0.00131615 0.00122029 0.00111334 0.00104657 0.00164496 0.000675106 0.000593062 0.000378403
threshold=0.23663500000000004 0.079570000000000016 0.047170000000000011 -0.086169999999999983 -0.086440000000000003 -0.090969999999999995 -0.088734999999999994 -0.079250000000000001 -0.092299999999999993 -0.095674999999999996 -0.097424999999999998 -0.077604999999999993 0.086605000000000029 -0.070724999999999996 0.087515000000000023 -0.014549999999999999 0.095950000000000021 -0.087484999999999993 0.086335000000000023 0.12212000000000002 -0.079369999999999996 -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=1 2 20 4 9 8 7 -7 18 10 16 12 -8 -13 17 -16 -3 -11 -5 -20 21 -1 -22
right_child=-2 3 -4 5 -6 6 11 -9 -10 14 -12 13 -14 -15 15 -17 -18 -19 19 -21 22 -23 -24
leaf_value=-5.0790805690049677e-05 0.001974556549192655 7.0630790928218678e-05 0.0024037111071357259 0.00026715268054214097 -0.0015410926588512895 0.0019883885848657758 -0.0001131920563988974 4.712121191854376e-05 -0.0014711947862316368 -0.00013296598929210377 -0.0017288334062219969 -0.00027333618805247718 0.0001692488281677017 -2.2457683242362927e-05 7.2391347124740958e-05 -0.00035260762428372666 -0.00044843281764329169 0.00032404032446947618 -0.00030922531582959213 0.00012144415413032368 -0.00039573197072411125 0.00042872814293018149 0
leaf_weight=49 51 172 46 67 51 56 204 50 57 90 54 272 703 794 113 187 60 122 247 133 47 48 49
leaf_count=49 51 172 46 67 51 56 204 50 57 90 54 272 703 794 113 187 60 122 247 133 47 48 49
internal_value=0 -3.17216e-05 0.000456986 -6.5993e-05 -0.000256443 -3.07746e-06 5.60843e-05 0.00108042 -0.000248744 -0.000173316 -0.000378023 6.36601e-07 0.00010482 -8.72397e-05 -5.73687e-05 -0.000189796 -6.00813e-05 0.000126167 -9.10293e-05 -0.000156337 -2.75925e-06 0.000178058 -0.000193987
internal_weight=0 3671 239 3432 849 2583 2079 106 504 798 286 1973 907 1066 512 300 232 212 447 380 193 97 96
internal_count=3722 3671 239 3432 849 2583 2079 106 504 798 286 1973 907 1066 512 300 232 212 447 380 193 97 96
is_linear=0
shrinkage=0.0995203


Tree=8157
num_leaves=18
num_cat=0
split_feature=20 28 9 9 5 26 10 1 5 29 10 9 8 9 9 21 9
split_gain=0.0177989 0.0100986 0.00224137 0.0284518 0.00232097 0.0111143 0.00186551 0.00216248 0.0149794 0.0012163 0.00121125 0.00114337 0.0024643 0.0010102 0.000869407 0.00104407 0.000933399
threshold=-0.40431 0.083225000000000021 0.085665000000000033 0.085355000000000028 0.063170000000000018 0.084100000000000022 0.090150000000000022 -0.079844999999999985 -0.082179999999999989 -0.025204999999999998 0.085875000000000021 0.084515000000000021 -0.084855 0.084290000000000018 0.087980000000000017 0.091085000000000013 0.09143500000000003
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 9 7 8 -4 -6 -10 13 -13 -2 15 -9 -16
right_child=1 -3 6 -5 5 -7 -8 14 10 -11 -12 12 -14 -15 16 -17 -18
leaf_value=0.0018611652710356914 -1.2548492603967961e-05 0.001162870024163422 0.0016993648427096331 -0.0021644615785893105 -0.00045876948378359471 -0.0016397650764648105 -0.00051614310403024193 2.9595207756616876e-05 -2.6481325623263561e-05 0.00011148720735312133 0.00050859454418283976 0.00050474610255424963 -0.00018932807574934666 -0.00044863942576870406 -0.00020690485802854331 0.00056877572748066988 -9.5623714712816974e-06
leaf_weight=50 965 69 59 66 47 51 63 162 455 174 46 123 84 56 331 47 874
leaf_count=50 965 69 59 66 47 51 63 162 455 174 46 123 84 56 331 47 874
internal_value=0 -2.92272e-05 -5.22839e-05 -0.000141861 -5.23211e-05 -0.00031541 1.61793e-05 3.3583e-05 0.000199302 -6.08498e-06 2.10135e-05 5.28601e-06 0.000219138 -3.72691e-05 -3.14692e-05 0.000154763 -6.44495e-05
internal_weight=0 3672 3603 1566 1500 272 2037 1974 560 221 501 1228 207 1021 1414 209 1205
internal_count=3722 3672 3603 1566 1500 272 2037 1974 560 221 501 1228 207 1021 1414 209 1205
is_linear=0
shrinkage=0.0995203


Tree=8158
num_leaves=16
num_cat=0
split_feature=6 28 2 2 2 5 5 5 2 6 6 6 3 2 3
split_gain=0.0144651 0.008194 0.0030378 0.00914885 0.00245068 0.00184121 0.0151812 0.0092075 0.00958468 0.00261277 0.0017076 0.0152353 0.0011491 0.00114829 0.000699689
threshold=0.23663500000000004 0.083225000000000021 -0.086414999999999992 -0.086775000000000005 -0.085804999999999992 -0.093875 -0.096354999999999996 -0.088604999999999989 -0.080644999999999994 -0.034094999999999993 0.089165000000000022 0.086520000000000027 0.084145000000000011 0.12875500000000004 0.088055000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 -4 6 9 8 -7 -6 11 12 -1 -9 -12
right_child=-2 -3 4 -5 5 7 -8 13 -10 -11 14 -13 -14 -15 -16
leaf_value=0.00020568274070793157 0.0016610032504343346 0.0010471410109199315 0.00056077084783136635 -0.0015331299014489743 7.326437333871168e-05 0.0020169043035619572 -0.0017701556200328537 5.8367512399274651e-06 0.00013676907241307442 -0.00044328216899195609 0.00038683449431677232 -0.0019283482785758831 -0.00013592117280173622 -0.00029529829398672618 -2.4007907093416933e-05
leaf_weight=121 51 69 76 49 541 46 53 1711 67 118 73 47 479 135 86
leaf_count=121 51 69 76 49 541 46 53 1711 67 118 73 47 479 135 86
internal_value=0 -2.66191e-05 -4.74153e-05 -0.00021125 3.28003e-06 -1.22762e-05 -0.000149564 3.72033e-05 0.000909379 -1.79858e-05 -0.000129872 -0.000202243 -6.56667e-05 -1.57421e-05 0.000159469
internal_weight=0 3671 3602 855 2747 2671 712 1959 113 659 806 647 600 1846 159
internal_count=3722 3671 3602 855 2747 2671 712 1959 113 659 806 647 600 1846 159
is_linear=0
shrinkage=0.0995203


Tree=8159
num_leaves=19
num_cat=0
split_feature=21 28 26 26 26 5 0 0 18 0 0 0 6 9 6 5 3 21
split_gain=0.0136099 0.00630715 0.00206109 0.0131095 0.00316852 0.0129581 0.00254386 0.00751404 0.016301 0.0025379 0.00287117 0.00186497 0.00120423 0.00259662 0.00165852 0.00109329 0.00102245 0.000875127
threshold=-0.10962999999999999 0.083225000000000021 0.089485000000000023 0.089005000000000015 0.09167500000000002 -0.085794999999999996 -0.084759999999999988 -0.081674999999999984 -0.085454999999999989 -0.080074999999999993 -0.082885 -0.085684999999999997 0.11816500000000002 0.097510000000000027 0.10877500000000002 -0.082635 0.086535000000000015 -0.01137
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 -4 11 8 -8 10 -7 16 14 -14 15 -6 -2 -9
right_child=1 -3 4 -5 12 9 7 17 -10 -11 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0013714438494669054 0.00012279587869530026 0.00091945206020293429 0.0017710625894924474 -0.0015544386857825347 -0.00023191597406223042 0.00014585534207729373 -0.0019505713687502963 0.00036495913926248581 -0.00010290235452145162 0.00043399347830415917 -0.00081041329727231848 0.00046714669766159114 -0.00090283165675810557 0.0001163789240045608 0.00049878527175944867 3.9080939579452489e-05 -7.0888265246700515e-05 -6.6968028100116499e-05
leaf_weight=70 416 68 52 60 196 69 70 49 149 85 55 90 46 51 64 585 768 779
leaf_count=70 416 68 52 60 196 69 70 49 149 85 55 90 46 51 64 585 768 779
internal_value=0 -2.94499e-05 -4.7682e-05 -0.000101453 5.8061e-05 0.000365114 -6.35388e-05 -0.000178583 -0.00069722 1.1391e-05 -0.000271694 3.03643e-05 -2.6145e-05 -0.000358519 1.10403e-05 -2.78804e-05 -2.14567e-06 -4.04184e-05
internal_weight=0 3652 3584 2381 1203 261 2321 1047 219 209 124 1274 942 97 845 781 1184 828
internal_count=3722 3652 3584 2381 1203 261 2321 1047 219 209 124 1274 942 97 845 781 1184 828
is_linear=0
shrinkage=0.0995203


Tree=8160
num_leaves=20
num_cat=0
split_feature=17 8 8 6 0 0 26 0 0 1 8 1 1 0 26 11 8 1 0
split_gain=0.00748727 0.00487437 0.0440208 0.00196432 0.000900056 0.00307908 0.00821486 0.00217476 0.00177094 0.00132788 0.00214821 0.00198343 0.000922065 0.00104834 0.000540831 0.0006775 0.000471251 0.000557769 0.000419051
threshold=-0.57205499999999987 -0.088520000000000001 -0.089304999999999995 0.23153500000000005 -0.079564999999999983 -0.082794999999999994 0.093175000000000022 -0.081909999999999997 -0.078809999999999991 -0.010395 -0.086254999999999984 -0.085574999999999998 0.50644500000000015 -0.077784999999999993 0.10439000000000002 -1.0000000180025095e-35 -0.47145500000000001 0.18123500000000006 -0.094139999999999988
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 4 5 9 7 -7 -6 11 -11 -3 13 -10 15 -2 -17 -18 -16
right_child=1 3 -4 -5 8 6 -8 -9 12 10 -12 -13 -14 -15 18 16 17 -19 -20
leaf_value=0.0011405819950444161 -0.00031732922216797205 0.00024602952276936169 -0.0030425190939618258 -0.00057027136978984774 -0.00057022302849605634 0.00052832253480385421 0.001448077700275443 -3.4367384667762031e-05 0.00035981974902598755 0.00060158129102292062 4.3732406495522803e-05 -0.00022420824586996788 0.00036610251056367552 -4.0769997674598401e-05 -0.00042521620689654424 0.00024493269924103574 2.6666052559885574e-05 -0.00021616209519390242 -2.5554788633674416e-05
leaf_weight=55 70 116 52 52 55 99 57 210 69 77 656 365 67 1002 65 74 455 117 51
leaf_count=55 70 116 52 52 55 99 57 210 69 77 656 365 67 1002 65 74 455 117 51
internal_value=0 -2.90024e-05 -0.000233073 3.45657e-05 4.6203e-05 9.55558e-05 0.000348708 0.000143263 -1.84734e-05 1.85604e-05 0.00010345 -0.000109102 7.47357e-06 -1.41973e-05 -5.64987e-05 -2.29432e-05 7.68903e-06 -2.15722e-05 -0.00025656
internal_weight=0 3709 884 2825 2773 1580 366 309 1193 1214 733 481 1138 1071 832 716 646 572 116
internal_count=3764 3709 884 2825 2773 1580 366 309 1193 1214 733 481 1138 1071 832 716 646 572 116
is_linear=0
shrinkage=0.0995203


Tree=8161
num_leaves=17
num_cat=0
split_feature=18 6 3 3 5 3 9 2 1 3 2 22 19 20 5 5
split_gain=0.00794703 0.00244086 0.00166653 0.0130237 0.0484346 0.00234384 0.00428558 0.00124866 0.0011781 0.00120016 0.000921085 0.00101653 0.000820045 0.000785358 0.000838026 0.000532279
threshold=0.31690500000000005 0.23663500000000004 0.088805000000000023 0.08785500000000003 -0.06971999999999999 0.089735000000000023 0.089745000000000033 0.097285000000000024 -0.083284999999999984 0.088285000000000016 -0.24206999999999998 0.13160500000000006 -0.050215000000000003 0.084680000000000019 0.066275000000000014 0.00093000000000000016
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 6 15 13 -6 -10 -7 12 -12 14 -1 -4
right_child=-2 -3 5 4 8 10 -8 -9 9 -11 11 -13 -14 -15 -16 -17
leaf_value=-9.2580199791854861e-07 0.0012751175686349339 -0.00069791824388960259 0.0002451618793190003 -0.0036406871228767028 0.0003975025060693984 -0.00043426337326648635 0.0012114433114958137 -0.00042437050084999264 -0.00055743619018459043 0.00013441206756532311 -0.00029819961231213906 -0.00039773870008589498 4.0622926008851723e-05 0.00043540466736095103 0.00030356026444623436 -0.0001694319508305222
leaf_weight=976 47 53 79 47 53 46 46 59 46 51 73 57 1936 49 98 48
leaf_count=976 47 53 79 47 53 46 46 59 46 51 73 57 1936 49 98 48
internal_value=0 -2.69858e-05 -1.70573e-05 -0.000103605 -0.000852859 3.48159e-05 0.000387061 2.05784e-05 1.52039e-05 -0.000185242 5.57493e-06 1.57643e-05 2.79038e-05 4.4684e-05 2.60956e-05 8.20191e-05
internal_weight=0 3717 3664 1379 197 2285 173 1182 150 97 2112 2066 2009 1123 1074 127
internal_count=3764 3717 3664 1379 197 2285 173 1182 150 97 2112 2066 2009 1123 1074 127
is_linear=0
shrinkage=0.0995203


Tree=8162
num_leaves=20
num_cat=0
split_feature=18 8 8 6 27 27 5 21 17 8 26 26 5 8 5 17 9 3 3
split_gain=0.00644436 0.00358634 0.0342698 0.0012605 0.00103989 0.00102415 0.000975785 0.00186957 0.00246249 0.00158129 0.00147766 0.00340321 0.00299843 0.000459514 0.000807958 0.00071792 0.000403891 0.00140207 0.00101176
threshold=0.31690500000000005 -0.088520000000000001 -0.089304999999999995 0.18621500000000005 0.096290000000000028 0.11129500000000002 -0.081415000000000001 0.087625000000000022 -0.065004999999999993 -0.052214999999999998 0.11991000000000003 0.11023000000000002 -0.042209999999999991 -0.096609999999999988 -0.090689999999999993 -0.0050499999999999998 -0.042790000000000002 0.11926500000000002 0.11896500000000003
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 13 6 7 9 -9 -3 11 -8 -12 16 -15 -16 17 -1 -18
right_child=-2 3 -4 -5 -6 -7 10 8 -10 -11 12 -13 -14 14 15 -17 18 -19 -20
leaf_value=-0.00035252898159709425 0.0011482176408394433 6.1293004680988288e-05 -0.002653292500043385 -0.00040546069679460255 -0.00042123801907681505 -0.0003997090464848838 0 -0.00069819018205644773 9.2416354820935292e-05 0.00047762307371625726 -0.0009338180277764799 0.00051642041106625446 7.245582992199553e-05 0.0003378096510033284 9.7007052824046232e-05 -0.0003235871785798006 -3.65714977404662e-05 0.00033060805587997223 -0.00046142521724811989
leaf_weight=46 47 165 53 64 66 51 1810 47 226 214 48 136 72 90 140 56 280 82 71
leaf_count=46 47 165 53 64 66 51 1810 47 226 214 48 136 72 90 140 56 280 82 71
internal_value=0 -2.43221e-05 -0.000199444 3.00333e-05 -4.19556e-05 4.03946e-05 4.89538e-05 0.000155237 -4.06969e-05 0.000298531 1.50161e-05 3.62949e-05 -0.000323232 -8.16304e-06 9.043e-05 -1.89861e-05 -6.87397e-05 7.87101e-05 -0.000124843
internal_weight=0 3717 884 2833 831 2769 2718 652 273 379 2066 1946 120 765 286 196 479 128 351
internal_count=3764 3717 884 2833 831 2769 2718 652 273 379 2066 1946 120 765 286 196 479 128 351
is_linear=0
shrinkage=0.0995203


Tree=8163
num_leaves=25
num_cat=0
split_feature=17 8 8 20 3 9 3 2 26 26 2 4 4 29 9 4 8 8 4 2 17 1 18 18
split_gain=0.00553736 0.00303861 0.0289285 0.00116157 0.000934352 0.00191523 0.00695499 0.00277993 0.00106775 0.00139947 0.00084401 0.00194738 0.000979867 0.000720957 0.00215892 0.00134616 0.000447626 0.000744556 0.000709072 0.00103918 0.00149943 0.00101481 0.000503624 0.000784567
threshold=-0.57205499999999987 -0.088520000000000001 -0.089304999999999995 -0.40431 0.094410000000000008 0.091750000000000012 0.090360000000000024 -0.082904999999999993 0.092955000000000024 0.091195000000000012 0.10166000000000001 0.10845500000000002 0.10022000000000002 -0.011859999999999999 0.089105000000000018 0.11785500000000003 -0.099434999999999996 -0.11257499999999999 0.10268000000000002 -0.080555000000000002 -0.0030799999999999998 -0.076090000000000005 0.10554500000000001 0.087065000000000017
decision_type=2 2 2 2 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 -3 5 8 -7 -8 9 -5 13 12 -12 15 -15 -6 17 22 19 20 -18 -21 23 -2
right_child=1 3 -4 4 10 6 7 -9 -10 -11 11 -13 -14 14 -16 -17 18 -19 -20 21 -22 -23 -24 -25
leaf_value=0.00098239767866885493 -6.0771288503859161e-05 -0.00045746211553282902 -0.0024620807312395621 3.117207027614398e-05 0.00058697405004391691 0.001097051030837314 -0.00065671110272153357 0.00023439538952262201 -0.00033055687508267242 0.00045546928890803168 0.00012331416797785636 -0.00020373278351216035 0.00078776185065777176 -0.00043482036317008286 -2.523219324367578e-05 -8.3550232854743813e-05 0.00017172266061020306 -0.00037864249161569043 -0.00030038740121220191 0 -0.0004228302485505274 0.00057432251415124485 -0.00029689797859516878 0.00036326606178078286
leaf_weight=55 282 48 52 1177 46 81 49 118 73 83 46 73 49 155 748 79 111 82 50 53 67 70 66 51
leaf_count=55 282 48 52 1177 46 81 49 118 73 83 46 73 49 155 748 79 111 82 50 53 67 70 66 51
internal_value=0 -2.34258e-05 -0.000184572 2.67104e-05 3.5374e-05 8.57194e-05 0.000340085 -2.21652e-05 3.77816e-05 5.97715e-05 -3.04935e-05 0.000175002 0.000474647 -6.48727e-05 -9.64446e-05 0.000156654 -4.12439e-05 -0.000104103 4.25639e-05 0.000102252 -4.74708e-05 0.00032558 -4.56296e-05 1.71307e-06
internal_weight=0 3709 884 2825 2777 1581 248 167 1333 1260 1196 168 95 1028 903 125 832 481 351 301 178 123 399 333
internal_count=3764 3709 884 2825 2777 1581 248 167 1333 1260 1196 168 95 1028 903 125 832 481 351 301 178 123 399 333
is_linear=0
shrinkage=0.0995203


Tree=8164
num_leaves=18
num_cat=0
split_feature=27 18 18 18 8 21 21 2 2 20 26 2 18 0 2 0 21
split_gain=0.00197501 0.00194204 0.0292044 0.00140354 0.000996865 0.000986698 0.000967785 0.00236915 0.00226135 0.00217603 0.000865161 0.000829664 0.000806493 0.00209261 0.000787534 0.000507732 0.000234548
threshold=0.10530500000000002 -0.10082999999999999 -0.10872 0.31227500000000008 -0.073999999999999996 -0.091649999999999995 0.10886500000000003 0.097285000000000024 -0.096314999999999998 -0.073489999999999986 0.41344500000000012 -0.035314999999999992 -0.011039999999999999 -0.085794999999999996 -0.0072299999999999994 -0.080884999999999999 -0.118135
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 15 16 7 8 -6 -8 12 -2 13 -7 -14 -1 -3
right_child=11 3 -4 -5 6 10 9 -9 -10 -11 -12 -13 14 -15 -16 -17 -18
leaf_value=0 -4.7907511408165768e-05 -0.00011905408999526306 0.0025777128921410327 -0.00051127704655311486 -0.00020331103757651362 0.00018252919397083818 -0.00072374087257407274 -0.00059961333936573141 0.00058496440894890316 7.4460056670175743e-05 -0.00037605050031071739 -0.00059305551496229719 0.0001094802419028752 -0.00012344710802079028 -4.0176469412880822e-05 0.00043649460438082116 -0.00046690809092944858
leaf_weight=56 51 46 47 51 65 309 68 46 78 64 52 71 1402 773 454 55 47
leaf_count=56 51 46 47 51 65 309 68 46 78 64 52 71 1402 773 454 55 47
internal_value=0 3.4883e-05 0.000221565 6.08933e-06 -3.288e-05 1.49133e-05 -0.000123424 1.68917e-05 0.000220933 -0.000330533 2.50957e-05 -0.000371876 3.24743e-05 -3.53091e-05 7.24313e-05 0.000221589 -0.000303654
internal_weight=0 3613 479 3134 432 3083 321 189 143 132 2990 122 2938 1082 1856 111 93
internal_count=3735 3613 479 3134 432 3083 321 189 143 132 2990 122 2938 1082 1856 111 93
is_linear=0
shrinkage=0.0995203


Tree=8165
num_leaves=16
num_cat=0
split_feature=3 17 3 6 27 1 1 3 3 0 9 4 30 27 4
split_gain=0.00245921 0.00814452 0.00194956 0.0016004 0.00134598 0.00123767 0.00151079 0.00121864 0.00104742 0.0026299 0.000546285 0.000651115 0.000545466 0.000172692 0.000307087
threshold=0.084505000000000011 0.053575000000000012 0.084855000000000028 0.23663500000000004 0.11129500000000002 -0.52333999999999992 -0.50763499999999995 0.08511500000000001 0.083725000000000022 -0.086855000000000002 0.083715000000000026 0.10423500000000002 0.090685000000000029 0.077515000000000014 0.079660000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 4 5 -4 -7 -8 10 -10 12 -12 13 14 -1
right_child=2 -3 3 -5 -6 6 7 -9 9 -11 11 -13 -14 -15 -16
leaf_value=0.00034860575555202479 -0.00048603982357486332 0.0010874077605306919 -0.00043558217697694531 -0.00056450995589548065 -0.00042862198889407894 0.00058239243267423828 -0.00046756391897903544 2.7395056105043501e-05 0.0007975187025321067 -0.00012264166478104927 -0.00052590636101290395 0 -0.00026631907232189662 -2.4279590859482861e-05 2.7392164435889526e-06
leaf_weight=58 84 89 58 49 68 48 50 2864 55 67 46 52 46 47 54
leaf_count=58 84 89 58 49 68 48 50 2864 55 67 46 52 46 47 54
internal_value=0 0.000221375 -1.28841e-05 0 8.73987e-06 1.88588e-05 2.80338e-05 1.86213e-05 3.80914e-05 0.000285475 -5.88135e-05 -0.000253017 3.00322e-05 0.000120918 0.000189158
internal_weight=0 514 3221 3137 3088 3020 2962 2914 425 122 303 98 205 159 112
internal_count=3735 514 3221 3137 3088 3020 2962 2914 425 122 303 98 205 159 112
is_linear=0
shrinkage=0.0995203


Tree=8166
num_leaves=22
num_cat=0
split_feature=3 18 18 18 18 2 3 27 2 0 3 18 3 8 10 1 18 8 1 3 0
split_gain=0.00208704 0.0172 0.00112308 0.00126008 0.00288238 0.00186448 0.00219949 0.00115446 0.00106157 0.00272869 0.00205462 0.00103037 0.00290356 0.00207314 0.00111799 0.00105745 0.000712746 0.000800265 0.00145647 0.000780073 0.000217185
threshold=0.083955000000000016 -0.096219999999999986 0.22074500000000005 0.089505000000000015 0.090795000000000028 -0.08126499999999999 0.092115000000000016 0.11129500000000002 -0.072895000000000001 -0.073464999999999989 0.14530500000000005 0.022040000000000008 0.086285000000000014 -0.064619999999999997 0.09056500000000002 -0.50763499999999995 -0.011569999999999999 -0.08569499999999998 -0.064534999999999995 0.080495000000000025 -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
left_child=1 -1 3 7 -5 6 -6 11 9 -7 -10 14 -13 -14 15 -2 -3 19 -19 -18 -4
right_child=2 16 20 4 5 8 -8 -9 10 -11 -12 12 13 -15 -16 -17 17 18 -20 -21 -22
leaf_value=0.0019393451855393591 0.00044993048073154043 0.00025046071765674142 -0.00015888310456698849 0.0008530610450070929 -0.00061068375470827189 0.00013226492594660627 0.00019275728979558716 -0.00046902002037511149 -0.00013817979569856413 0.0010029070437175354 0.00055747692319257003 0.00021978103805382179 -2.8199714467927213e-05 -0.00091233161329548607 0.00044263293654519208 -2.1766701677486535e-05 -8.5926896153817065e-05 -0.0006224085018685301 4.1737747536942722e-06 0.00041808638477636476 -0.00048034954416320503
leaf_weight=51 48 78 51 50 77 173 58 58 189 46 54 78 46 68 55 2224 85 61 86 46 53
leaf_count=51 48 78 51 50 77 173 58 58 189 46 54 78 46 68 55 2224 85 61 86 46 53
internal_value=0 0.00022993 -8.65171e-06 1.47913e-06 0.00012589 6.36169e-05 -0.000259438 -2.94388e-05 0.000159788 0.000318878 1.30418e-05 -1.89924e-05 -0.000240588 -0.000562758 -3.56844e-07 -1.14409e-05 -1.2659e-05 -8.94287e-05 -0.000250268 8.48059e-05 -0.000330579
internal_weight=0 407 3328 3224 647 597 135 2577 462 219 243 2519 192 114 2327 2272 356 278 147 131 104
internal_count=3735 407 3328 3224 647 597 135 2577 462 219 243 2519 192 114 2327 2272 356 278 147 131 104
is_linear=0
shrinkage=0.0995203


Tree=8167
num_leaves=19
num_cat=0
split_feature=17 18 17 5 17 26 17 1 5 9 20 21 1 1 4 5 4 4
split_gain=0.001416 0.012716 0.00159274 0.00112507 0.000811437 0.00218666 0.00250073 0.00186035 0.00102173 0.00101646 0.00179939 0.00173309 0.000673714 0.000501896 0.000640183 0.0018686 0.0013214 0.00126784
threshold=-0.065699999999999995 -0.10082999999999999 -0.05543 -0.092514999999999986 -0.000475 0.11659500000000002 -0.040589999999999994 -0.083284999999999984 0.060575000000000011 0.08938500000000002 -0.012970000000000001 0.097380000000000022 -0.52333999999999992 -0.50290499999999982 0.10739000000000003 0.62931500000000018 0.09939000000000002 0.11660000000000002
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 -4 -8 9 11 -11 -6 -5 -14 15 16 -15 -16
right_child=1 2 4 12 8 -7 7 -9 -10 10 -12 -13 13 14 17 -17 -18 -19
leaf_value=-0.00047582689619457921 0.0013469284212995012 0.00057634292485806316 -0.00063705375271060289 -0.00040693088384566534 -0.00015481827393629344 0.00060343248337462504 -0.00017393920779985454 0.00022547800162335852 -0.00042403559643221461 -0.0001422943219855421 0.00019894649616662737 0.0002223626913498743 0.00022635095856687903 -6.7376551405970702e-05 0.00050540485307279566 -0.0006185522792369301 0.00037627651494122902 -0.00016647186917990165
leaf_weight=63 74 50 50 49 684 76 167 364 63 235 430 145 71 976 58 58 71 51
leaf_count=63 74 50 50 49 684 76 167 364 63 235 430 145 71 976 58 58 71 51
internal_value=0 6.29875e-05 2.06596e-05 -6.35368e-05 7.74053e-06 0.000100785 3.36251e-05 9.83192e-05 -3.09952e-05 -1.38733e-05 7.71266e-05 -8.78582e-05 -4.34522e-05 -2.89548e-05 -4.45605e-05 -6.78008e-05 -3.65093e-05 0.00018353
internal_weight=0 2338 2264 1397 2214 657 581 531 1557 1494 665 829 1334 1285 1214 1105 1047 109
internal_count=3735 2338 2264 1397 2214 657 581 531 1557 1494 665 829 1334 1285 1214 1105 1047 109
is_linear=0
shrinkage=0.0995203


Tree=8168
num_leaves=24
num_cat=0
split_feature=19 8 8 18 8 8 24 22 0 4 5 0 0 18 8 5 6 5 1 0 5 4 3
split_gain=0.00761394 0.0024508 0.00543796 0.0135296 0.00440533 0.00114863 0.00119654 0.00132977 0.00224378 0.00115703 0.00105861 0.00126376 0.00276939 0.00123879 0.000788601 0.00104304 0.00062126 0.000701087 0.000672056 0.00060561 0.000509909 0.000718518 0.000497019
threshold=0.14071500000000006 -0.089594999999999994 -0.092299999999999993 0.086285000000000014 -0.088634999999999992 -0.08569499999999998 0.084270000000000025 0.078875000000000015 -0.094139999999999988 0.13528000000000004 0.0063000000000000009 -0.088174999999999989 -0.085754999999999984 -0.010395 -0.096609999999999988 -0.087105000000000002 -0.082809999999999995 -0.50544999999999984 0.0049450000000000015 -0.087724999999999984 -0.080724999999999991 0.11541000000000003 0.093715000000000021
decision_type=2 2 2 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 19 -3 10 7 9 -9 -7 11 13 -13 -6 16 -16 17 -1 -19 -4 22 -22 -18
right_child=-2 4 3 -5 5 6 -8 8 -10 -11 -12 12 -14 -15 15 -17 20 18 -20 -21 21 -23 -24
leaf_value=-0.00031675107254080864 0.0012451766273630764 0.00090128657027763604 9.137570959902941e-05 -0.0021288374135079537 0.00066722044879239935 -1.7770195568978012e-05 0.00048819784166039454 -0.00072928834689114756 1.4767250355130372e-05 0.00036520715427695443 0.00062476177211007687 -0.00056500160425368472 0.00027421166754420135 2.6289838336723333e-05 0.00043386591705082484 -0.00015218938699472116 -0.00016555355791283264 -0.00010502633873066658 0.0002700407238016236 -0.0003467670386608286 -0.00019994375587473556 0.00024115390108000632 -0.00059544783101910036
leaf_weight=46 48 56 62 46 61 2172 46 69 91 81 47 67 92 64 72 49 75 77 114 59 128 50 49
leaf_count=46 48 56 62 46 61 2172 46 69 91 81 47 67 92 64 72 49 75 77 114 59 128 50 49
internal_value=0 -1.64028e-05 -0.000167348 -0.000674973 2.71717e-05 9.33335e-06 -1.37852e-05 -2.3694e-05 -0.00030099 -3.63801e-06 0.000183554 0.000107655 -7.42706e-05 0.000345613 -3.76632e-05 0.000189772 -9.02389e-05 2.73831e-05 0.00011455 -0.000115499 -0.000185256 -7.14409e-05 -0.000342033
internal_weight=0 3673 827 167 2846 2790 2459 2413 160 2253 331 284 159 125 660 121 539 237 191 121 302 178 124
internal_count=3721 3673 827 167 2846 2790 2459 2413 160 2253 331 284 159 125 660 121 539 237 191 121 302 178 124
is_linear=0
shrinkage=0.0995203


Tree=8169
num_leaves=21
num_cat=0
split_feature=19 6 3 3 26 26 26 26 0 20 3 17 20 20 17 9 1 9 26 1
split_gain=0.00619516 0.00134163 0.00126306 0.0186794 0.00124581 0.00174164 0.00113679 0.00173654 0.00241207 0.00142884 0.00129348 0.00140105 0.0011928 0.00101597 0.000793043 0.000770144 0.00253528 0.00232369 0.00141866 0.00104835
threshold=0.14107000000000006 0.23663500000000004 0.085035000000000013 0.084795000000000023 0.090625000000000025 0.091400000000000023 0.083705000000000016 0.084585000000000021 -0.085754999999999984 -0.083495 0.10807500000000002 -0.56137499999999996 -0.095634999999999998 0.0040650000000000018 -0.008069999999999999 0.084485000000000018 -0.085014999999999993 0.08401500000000002 0.085855000000000029 -0.077634999999999996
decision_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 15 6 -6 10 8 -8 -9 11 -4 -12 14 -7 17 -17 18 -1 -18
right_child=-2 -3 4 -5 5 13 7 9 -10 -11 12 -13 -14 -15 -16 16 19 -19 -20 -21
leaf_value=0.00013028570733105639 0.0011477048988683637 -0.00050704869958512417 -0.00057455221450933606 -0.0019233748633309098 -0.00055684558948882769 0.00010542250316591745 5.6713645564903106e-05 -0.00028566007343889816 0.00099275573875781892 0.00014904677307874724 0.00050203469589144511 -4.6040832473148365e-05 5.7110186465058699e-05 -0.00035550985775213451 -8.750241947227048e-05 -0.00068559083801150364 0.00047445232856783157 0.00074209492938056198 -0.00034234614128380913 -0.00010380565189820244
leaf_weight=258 46 54 55 53 68 385 58 84 55 625 70 578 454 88 467 58 48 50 83 84
leaf_count=258 46 54 55 53 68 385 58 84 55 625 70 578 454 88 467 58 48 50 83 84
internal_value=0 -1.44389e-05 -6.86649e-06 -0.000134614 1.99743e-05 -6.96875e-05 6.6057e-05 0.000155558 0.000519554 9.63895e-05 1.76305e-06 -9.32553e-05 0.000118109 -3.35754e-05 0 2.71513e-05 -0.000135317 0.000108194 1.28456e-05 0.000100268
internal_weight=0 3675 3621 634 2987 1008 1979 822 113 709 1157 633 524 940 852 581 190 391 341 132
internal_count=3721 3675 3621 634 2987 1008 1979 822 113 709 1157 633 524 940 852 581 190 391 341 132
is_linear=0
shrinkage=0.0995203


Tree=8170
num_leaves=25
num_cat=0
split_feature=19 8 8 8 8 8 1 24 22 3 2 6 4 21 26 9 6 4 9 26 3 26 8 21
split_gain=0.00503623 0.00208414 0.0111442 0.00142897 0.000997842 0.00200448 0.00113122 0.000957766 0.00107648 0.00164011 0.00123799 0.00124301 0.00112082 0.00109296 0.000952493 0.00256671 0.000355746 0.000545997 0.000722826 0.000826855 0.000823728 0.000458449 0.00100725 0.000387095
threshold=0.14071500000000006 -0.092094999999999996 -0.093384999999999982 -0.08569499999999998 -0.089594999999999994 -0.088634999999999992 -0.076090000000000005 0.084270000000000025 0.078875000000000015 0.089895000000000017 0.09556000000000002 -0.040424999999999996 0.13554500000000005 0.11309000000000002 0.083705000000000016 0.084055000000000032 -0.082809999999999995 0.12061000000000001 0.086555000000000021 0.085005000000000011 0.093835000000000016 0.086255000000000012 -0.409445 0.09266000000000002
decision_type=2 2 2 2 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 4 6 -6 -3 8 10 -10 12 -12 -5 -11 -7 -16 21 18 19 -18 -20 22 -1 -23
right_child=-2 3 -4 7 5 14 -8 -9 9 13 11 -13 -14 -15 15 -17 17 -19 20 -21 -22 23 -24 -25
leaf_value=-6.8594836104282191e-05 0.0010127142824397526 -0.00028028188320571024 -0.0015719624934973416 -3.674013095479197e-05 0.00080828625979216702 -0.0002009098606890813 0.00025630086782902392 0.00043898022951238653 -0.00073539004752856457 0.00030398495703243017 0.00062146526311538644 5.344893587580387e-05 0.00036768299572056658 -0.00032859725049741038 0.00088331384389310561 8.8414035155374513e-05 -6.5312138214136453e-05 -0.00042997566942592358 -0.00042324033608520016 0.00042506994159419197 4.2688577016781329e-05 -0.00028226727244331395 0.00045881719311412824 6.690873427971104e-05
leaf_weight=80 48 88 52 2008 56 58 69 46 51 48 60 115 70 61 50 223 111 49 87 48 61 62 62 58
leaf_count=80 48 88 52 2008 56 58 69 46 51 48 60 115 70 61 50 223 111 49 87 48 61 62 62 58
internal_value=0 -1.33225e-05 -0.000172171 2.18456e-05 0.00016789 0.000254036 -3.92447e-05 -1.01305e-05 -1.90313e-05 -0.000268488 -9.52465e-07 0.000252875 -2.27227e-05 -4.25186e-05 0.000157792 0.000236999 -5.30644e-05 -0.000118351 -6.59465e-05 7.75792e-05 -0.000225671 3.25214e-05 0.000155919 -0.000106677
internal_weight=0 3673 670 3003 544 387 157 2459 2413 160 2253 175 2078 109 331 273 618 356 307 159 148 262 142 120
internal_count=3721 3673 670 3003 544 387 157 2459 2413 160 2253 175 2078 109 331 273 618 356 307 159 148 262 142 120
is_linear=0
shrinkage=0.0995203


Tree=8171
num_leaves=21
num_cat=0
split_feature=17 17 8 8 19 8 8 8 20 2 0 20 8 1 27 8 3 2 0 0
split_gain=0.00411932 0.00940984 0.0017185 0.00889947 0.00155325 0.00113258 0.000911613 0.00216993 0.000917066 0.000902734 0.00133484 0.00111176 0.000995068 0.000847365 0.000337936 0.000266801 0.000616575 0.000571846 0.000571625 1.52991e-05
threshold=0.51544000000000012 0.5567700000000001 -0.092094999999999996 -0.093384999999999982 0.13705000000000003 -0.08569499999999998 -0.089594999999999994 -0.088634999999999992 -0.08231999999999999 0.10166000000000001 -0.1525 -0.15615999999999999 0.24853500000000003 -0.079844999999999985 0.093990000000000018 -0.49499500000000002 0.11426500000000002 0.31326500000000007 -0.096019999999999994 -0.26289499999999993
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 14 5 6 13 -8 -9 11 19 -7 -13 -4 15 16 -1 18 -17 -11
right_child=1 -3 4 -5 -6 9 7 8 -10 10 -12 12 -14 -15 -16 17 -18 -19 -20 -21
leaf_value=7.200483690490189e-05 0.0015387663355368524 -0.00018155310052179132 -0.00030965134010020568 -0.0014155204025788942 -0.00052597195088256255 -0.0003754866850096244 0.00081762454737545082 -0.00022367167524129107 0.00021350485903104882 0 0.00051022407423013103 -2.083674432067219e-05 0.00042815086877794799 0.00015752576241986465 -0.00027798942236360955 -0.00016342223125401887 -0.00039986842503160659 0.00022993642097861102 9.4066841301277209e-05 -7.8804580801892921e-05
leaf_weight=49 55 72 69 52 52 86 55 56 269 46 80 2047 50 85 62 200 56 89 145 46
leaf_count=49 55 72 69 52 52 86 55 56 269 46 80 2047 50 85 62 200 56 89 145 46
internal_value=0 0.000557022 -1.96962e-05 -0.00016583 1.24721e-05 2.24471e-05 0.000153371 0.000236517 0.000135657 -6.89263e-06 0.00021213 -2.45246e-05 -9.74088e-06 -4.64781e-05 -5.6342e-05 -2.93276e-05 -0.000171865 3.27096e-06 -5.28294e-05 -3.81845e-05
internal_weight=0 127 3594 653 2941 2889 534 380 325 2355 172 2183 2097 154 601 539 105 434 345 92
internal_count=3721 127 3594 653 2941 2889 534 380 325 2355 172 2183 2097 154 601 539 105 434 345 92
is_linear=0
shrinkage=0.0995203


Tree=8172
num_leaves=12
num_cat=0
split_feature=27 17 19 1 6 0 3 6 6 8 6
split_gain=0.00290632 0.00222708 0.00209109 0.00183571 0.0012928 0.00127239 0.00150334 0.00194828 0.00109088 0.00116854 0.00104768
threshold=0.11823500000000002 -0.56137499999999996 0.13881500000000005 -0.50158499999999984 0.23663500000000004 -0.19631499999999999 0.09587500000000003 -0.104035 0.085570000000000021 -0.079049999999999995 0.084410000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 -3 -8 10 -10 -7
right_child=-2 2 -4 -5 -6 8 7 -9 9 -11 -12
leaf_value=-0.00087565669283332244 -0.0007346987706850068 0.00059742165157097642 -0.00054975067968681735 0 -0.00046894941236245112 1.0713376544558261e-06 0.00052924548086080573 -0.00032719859766224289 0.00018619706302692321 -1.4126221742639699e-05 -0.00036134219799688675
leaf_weight=50 52 88 61 46 49 2049 46 61 718 470 82
leaf_count=50 52 88 61 46 49 2049 46 61 718 470 82
internal_value=0 1.44128e-05 2.71589e-05 -0.000458227 3.72656e-05 4.45574e-05 0.000292099 3.33417e-05 2.9767e-05 0.000106256 -1.249e-05
internal_weight=0 3720 3624 96 3563 3514 195 107 3319 1188 2131
internal_count=3772 3720 3624 96 3563 3514 195 107 3319 1188 2131
is_linear=0
shrinkage=0.0995203


Tree=8173
num_leaves=18
num_cat=0
split_feature=30 1 17 19 9 2 2 26 2 0 26 26 1 5 1 26 2
split_gain=0.00251495 0.00184646 0.00287297 0.00158905 0.00113314 0.00106361 0.0014819 0.00114531 0.00158793 0.000889687 0.000773814 0.00255226 0.00125346 0.00289982 0.00240294 0.000987149 0.000607089
threshold=0.12577500000000003 -0.50597999999999999 -0.11741999999999998 0.13881500000000005 0.08951000000000002 -0.096314999999999998 -0.089054999999999995 0.084355000000000027 -0.14884499999999998 -0.15137999999999999 -0.0083299999999999989 -0.057034999999999995 -0.083284999999999984 1.0000000180025095e-35 -0.080689999999999998 -0.093999999999999986 -0.14091999999999996
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 7 -7 8 -3 -8 11 15 13 -12 -14 -6 -9
right_child=-2 3 -4 -5 10 6 9 16 -10 -11 12 -13 14 -15 -16 -17 -18
leaf_value=-0.00075454675090383058 -0.00071208055003850153 0 0.00010552960562735908 -0.00047943058847583895 -0.00014659669991550685 0.00056794467972416933 0.00026236867646743255 -0.0001396309512289988 -0.0007810128118370972 5.9327410294033682e-05 -0.00092161177110091654 -0.00077993194192967118 0.00074893221725841233 0 8.68512964149518e-06 0.00037991596147611822 0.00033276523351584122
leaf_weight=77 48 53 74 60 149 66 249 52 49 1697 46 57 46 123 827 46 53
leaf_count=77 48 53 74 60 149 66 249 52 49 1697 46 57 46 123 827 46 53
internal_value=0 1.28336e-05 -0.000327631 2.74512e-05 3.63415e-05 7.96217e-05 0.000101953 -0.000133483 -0.000372614 8.57282e-05 -3.72444e-05 -0.000193742 0 -0.000247476 4.86279e-05 -1.81956e-05 9.10203e-05
internal_weight=0 3724 151 3573 3513 2219 2012 207 102 1946 1294 252 1042 169 873 195 105
internal_count=3772 3724 151 3573 3513 2219 2012 207 102 1946 1294 252 1042 169 873 195 105
is_linear=0
shrinkage=0.0995203


Tree=8174
num_leaves=9
num_cat=0
split_feature=3 17 19 8 21 29 18 8
split_gain=0.00212326 0.0016288 0.00139724 0.000872153 0.00087736 0.00123849 0.000862953 0.000836754
threshold=0.31589000000000006 -0.56137499999999996 0.13881500000000005 -0.51030999999999993 0.15544000000000005 0.096845000000000028 -0.026374999999999999 -0.10833
decision_type=2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 7 -1 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=-8.0536301752540695e-05 -0.00062211532201080855 0.00036569623969055494 -0.00044828066947496555 -0.00013142956464321133 0.00038955968265800449 -0.00042684992732992387 -0.00069919266203380198 4.1008279055558959e-05
leaf_weight=49 53 76 61 305 64 61 47 3056
leaf_count=49 53 76 61 305 64 61 47 3056
internal_value=0 1.21841e-05 2.31185e-05 3.14212e-05 2.38986e-05 1.68206e-05 -0.000391948 2.51165e-05
internal_weight=0 3719 3623 3562 3486 3422 96 3361
internal_count=3772 3719 3623 3562 3486 3422 96 3361
is_linear=0
shrinkage=0.0995203


Tree=8175
num_leaves=11
num_cat=0
split_feature=27 17 29 26 19 3 17 21 21 21
split_gain=0.00203862 0.00134207 0.00122386 0.00111253 0.000969522 0.000718045 0.000659746 0.000586489 0.0010996 0.000949868
threshold=0.11410500000000003 -0.56137499999999996 0.097185000000000021 -0.15514999999999998 0.13961000000000004 0.099655000000000021 -0.047785000000000001 0.091135000000000022 0.094920000000000018 0.083750000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 6 7 -1 -3 9 -9 -5
right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11
leaf_value=-5.6389278712567292e-05 -0.00052912124417189745 -0.0004826990364502326 0.0004106955843964887 3.0453029322440578e-05 -0.00041705281685971811 -0.00062234406896702571 -4.4057595549509009e-05 -0.00029639175479111878 1.2102230593379302e-05 0.00020632106735429001
leaf_weight=47 70 68 79 2234 48 49 77 140 604 356
leaf_count=47 70 68 79 2234 48 49 77 140 604 356
internal_value=0 1.29407e-05 2.2931e-05 1.40135e-05 2.58068e-05 -0.00035379 -0.000255411 3.24283e-05 -4.48474e-05 5.49425e-05
internal_weight=0 3702 3606 3527 3382 96 145 3334 744 2590
internal_count=3772 3702 3606 3527 3382 96 145 3334 744 2590
is_linear=0
shrinkage=0.0995203


Tree=8176
num_leaves=16
num_cat=0
split_feature=3 18 3 5 17 1 0 10 5 17 17 6 6 17 5
split_gain=0.0041243 0.0175685 0.0030372 0.0162788 0.00100294 0.00148603 0.00162308 0.000799593 0.00104261 0.000798126 0.000782123 0.000812115 0.000430093 0.000817609 0.000570968
threshold=0.083055000000000018 -0.095364999999999991 0.084955000000000017 -0.092864999999999989 -0.11741999999999998 -0.08616 -0.086944999999999995 0.091080000000000022 0.6362850000000001 -0.5696199999999999 -0.55286000000000002 0.098855000000000012 0.041585000000000011 -0.0064000000000000003 -0.43873000000000001
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 -7 8 9 -4 -11 -12 13 -3 -15
right_child=2 12 7 4 5 6 -8 -9 -10 10 11 -13 -14 14 -16
leaf_value=-0.0021657497378497455 0.0020334507095539659 0.00028623670166927736 -0.00041599555498497665 -0.00040151692311793158 0.00051928716783434322 0.00026544766893632764 -0.00037689131031753986 -0.00039067402421090063 0.00045576762947071182 0.00037133004139542377 8.6875327122423096e-07 -0.00014462645822641658 -0.00029639699098460513 2.2303192449582827e-05 -0.00039006382023059277
leaf_weight=46 46 71 50 49 60 75 80 57 46 51 2462 447 57 83 52
leaf_count=46 46 71 50 49 60 75 80 57 46 51 2462 447 57 83 52
internal_value=0 -0.000370966 8.50271e-06 0.000305739 1.59676e-06 9.72768e-05 -6.08007e-05 -2.08338e-05 -1.36677e-05 -2.11138e-05 -1.41669e-05 -2.12068e-05 -5.39368e-05 9.1779e-06 -0.000130471
internal_weight=0 309 3423 310 264 215 155 3113 3056 3010 2960 2909 263 206 135
internal_count=3732 309 3423 310 264 215 155 3113 3056 3010 2960 2909 263 206 135
is_linear=0
shrinkage=0.0995203


Tree=8177
num_leaves=16
num_cat=0
split_feature=3 17 3 1 9 1 3 10 5 17 10 17 5 8 0
split_gain=0.00344898 0.0147032 0.00277509 0.0128658 0.00112334 0.0016683 0.00138736 0.000648265 0.000845503 0.000647065 0.000772498 0.00188283 0.000359369 0.00062905 0.000360745
threshold=0.083255000000000023 0.053575000000000012 0.084955000000000017 -0.080844999999999986 0.084915000000000032 -0.085184999999999997 0.083955000000000016 0.091080000000000022 0.6362850000000001 -0.5696199999999999 0.086690000000000031 -0.54892999999999992 0.066275000000000014 -0.07034 -0.073219999999999993
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 -2 8 9 -4 11 -11 13 14 -1
right_child=2 -3 7 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=-6.7513200218782325e-05 0.00045977421676230768 -0.0018137429882323496 -0.0003745956552464557 0.0015374150343899612 0.00037454887032082593 -0.00059140285916553417 -0.00022103957084380646 -0.00035179413854410051 0.00041040949313795184 0.00052316299358432796 -0.00041761932693560195 -1.8389931363775626e-05 0.00021556847064923605 -0.00030218790607767788 0.00026733437072487456
leaf_weight=89 49 55 50 65 49 60 74 57 46 65 46 2849 49 81 48
leaf_count=89 49 55 50 65 49 60 74 57 46 65 46 2849 49 81 48
internal_value=0 -0.000331823 8.74912e-06 0.000299572 -4.37097e-05 -0.000160176 4.35235e-05 -1.87342e-05 -1.22542e-05 -1.89855e-05 -1.2702e-05 -6.02906e-06 -2.3492e-05 -8.09809e-05 4.38303e-05
internal_weight=0 322 3410 297 232 183 123 3113 3056 3010 2960 2914 267 218 137
internal_count=3732 322 3410 297 232 183 123 3113 3056 3010 2960 2914 267 218 137
is_linear=0
shrinkage=0.0995203


Tree=8178
num_leaves=26
num_cat=0
split_feature=3 18 3 3 2 3 3 3 6 3 18 18 2 8 6 18 2 6 1 2 2 2 11 2 8
split_gain=0.00288662 0.0168333 0.00167239 0.0184859 0.000778695 0.00351664 0.00136925 0.00187149 0.00563523 0.00229885 0.00142728 0.00121154 0.00222397 0.0018119 0.00159295 0.00114151 0.000756842 0.000738579 0.00209033 0.00175263 0.00114946 0.000829051 0.000416348 0.00032215 0.000708781
threshold=0.081685000000000021 -0.089674999999999991 0.08511500000000001 0.084855000000000028 -0.076254999999999989 0.08785500000000003 0.092300000000000021 0.097880000000000023 0.09840500000000002 0.099655000000000021 1.0000000180025095e-35 0.11362500000000002 -0.077115000000000003 -0.070134999999999989 0.089090000000000016 0.10554500000000001 -0.24151999999999998 0.085570000000000021 -0.08616 -0.085374999999999993 -0.086609999999999993 -0.081734999999999988 -0.08577499999999999 -0.055654999999999996 -0.080659999999999996
decision_type=2 2 2 2 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 17 11 -6 10 8 -8 -9 -7 12 15 14 -13 16 -4 20 -19 -20 -2 -22 -3 -24 -25
right_child=2 22 4 -5 5 6 7 9 -10 -11 -12 13 -14 -15 -16 -17 -18 18 19 -21 21 -23 23 24 -26
leaf_value=-0.0020661533422066747 -0.00062980558559454507 -0.00017613604171542104 -0.00028857490046036035 0.0019463554358493751 -0.00079663739514636625 0 5.3142380273731551e-05 0.00064292044186626054 -0.001012941163311762 -5.1103923942155533e-05 0.00069068796608915404 -0.0003789118498184836 0.00065683709902737838 -0.00065157149603364709 0.00039977593279447935 0.00050632909251057594 2.9284955219376209e-05 0.00052850166952540573 -0.00064945823032722257 0.00018844605306976293 0.00022440020504896355 -0.0003147100759288176 -5.3763031598324394e-05 -3.1654990386503303e-05 0.00049980632895901811
leaf_weight=46 49 71 78 52 64 77 129 50 78 852 49 50 58 63 54 48 1438 62 47 50 55 57 61 46 48
leaf_count=46 49 71 78 52 64 77 129 50 78 852 49 50 58 63 54 48 1438 62 47 50 55 57 61 46 48
internal_value=0 -0.000330629 5.90171e-06 0.000205426 -1.78691e-05 -7.66706e-05 -3.86977e-05 -7.45987e-05 -0.000344616 -1.17249e-05 0.000270791 2.43692e-05 5.10616e-05 -0.00022998 1.75354e-05 2.80734e-05 1.23907e-05 -7.49171e-05 7.3364e-05 -0.000209109 -0.000226441 -4.26593e-05 1.89978e-05 0.000113663 0.000231021
internal_weight=0 272 3460 372 3088 1299 1235 1109 207 902 126 1789 1622 167 104 1564 1516 320 159 97 161 112 226 155 94
internal_count=3732 272 3460 372 3088 1299 1235 1109 207 902 126 1789 1622 167 104 1564 1516 320 159 97 161 112 226 155 94
is_linear=0
shrinkage=0.0995203


Tree=8179
num_leaves=26
num_cat=0
split_feature=3 3 3 18 18 26 5 6 28 18 18 18 8 3 5 6 18 2 18 2 2 9 9 2 36
split_gain=0.00235067 0.014637 0.0015467 0.0172264 0.00080175 0.00101695 0.000998541 0.000820659 0.000731747 0.000700727 0.00106101 0.00179902 0.00181623 0.00170868 0.00100552 0.00184386 0.00168597 0.00168697 0.000904781 0.00276866 0.000883054 0.000509286 0.000355335 0.000513594 0.000559183
threshold=0.081685000000000021 0.07728500000000002 0.084955000000000017 0.087065000000000017 -0.0092699999999999987 0.087170000000000011 -0.0091849999999999987 0.085120000000000015 0.084260000000000015 0.10435500000000002 0.089505000000000015 0.092750000000000013 -0.054384999999999996 0.098755000000000023 -0.073669999999999999 0.088055000000000022 0.11769500000000002 -0.077544999999999989 0.027500000000000007 -0.080874999999999989 -0.24151999999999998 0.088770000000000029 0.10341500000000002 -0.032624999999999994 0.088655000000000025
decision_type=2 2 2 2 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 3 4 5 6 -2 -6 9 10 18 12 -12 -13 15 21 -16 -18 20 -20 -4 -11 23 -1 -25
right_child=2 -3 8 -5 7 -7 -8 -9 -10 14 11 13 -14 -15 16 -17 17 -19 19 -21 -22 -23 -24 24 -26
leaf_value=0.0003705415935497527 -0.00035589143998097304 -0.001916777283192364 -0.00037185346630673666 0.0019991004975672098 -1.2748888120590673e-05 0.00039055698242308908 0.00019089157912062846 -0.00057523040353290428 -0.00035546921159916172 -0.00040028971706241836 0.00010552226694369597 -0.00022937221948707382 0.00099745626655634067 0.00043547324901580816 -0.00075464297515883435 0.00055831587900986293 0.00019698516030744586 -0.00032939661622901706 -0.00079010985157749417 0.00011516014161616781 1.5103312149866603e-05 3.4847164596672914e-05 -0.0002044549316230002 -0.00018059516633631408 0.00024259240797340381
leaf_weight=49 71 46 60 46 58 61 60 51 62 48 49 109 46 59 51 53 98 152 57 78 2138 53 49 76 52
leaf_count=49 71 46 60 46 58 61 60 51 62 48 49 109 46 59 51 53 98 152 57 78 2138 53 49 76 52
internal_value=0 -0.000298324 5.34584e-06 0.000204821 -6.66678e-05 5.21312e-05 -9.92074e-05 -0.000283439 -1.66264e-05 -9.47234e-06 1.0204e-05 0.000199862 0.000546023 0 -0.000123535 7.93749e-05 -0.000230068 -0.00011978 -1.08253e-05 -0.000261001 4.16789e-06 -0.000163845 2.74743e-05 9.63058e-05 -2.27967e-06
internal_weight=0 272 3460 347 301 192 131 109 3113 3051 2596 263 95 168 455 154 301 250 2333 135 2198 101 226 177 128
internal_count=3732 272 3460 347 301 192 131 109 3113 3051 2596 263 95 168 455 154 301 250 2333 135 2198 101 226 177 128
is_linear=0
shrinkage=0.0995203


Tree=8180
num_leaves=12
num_cat=0
split_feature=6 28 12 19 8 3 0 17 26 20 26
split_gain=0.0328715 0.000857665 0.00070511 0.000624049 0.000534009 0.0011356 0.00282184 0.00173562 0.000572965 0.000691549 0.00057004
threshold=0.23663500000000004 0.10217500000000003 0.098385000000000028 0.14107000000000006 0.097995000000000013 0.11089500000000001 -0.055729999999999995 -0.26636999999999994 -0.10954 -1.0000000180025095e-35 0.09112000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 -6 -7 9 -1 -10
right_child=-2 -3 -4 -5 5 7 -8 -9 10 -11 -12
leaf_value=0 -0.0025719227596943143 -0.00042530579737236443 -0.00037615800290976062 -0.00035592042335267992 0 -0.00052703134378466411 0.00098083339952871325 0.00031992623798676788 3.873591944454457e-05 -0.00044243651940928077 -5.305777814486244e-05
leaf_weight=77 50 47 48 46 80 47 46 48 2254 62 949
leaf_count=77 50 47 48 46 80 47 46 48 2254 62 949
internal_value=0 -2.77885e-06 2.42765e-06 7.6897e-06 1.26138e-05 0.000162499 0.000359732 -9.04778e-05 2.45728e-06 -0.000195032 1.12833e-05
internal_weight=0 3704 3657 3609 3563 221 126 95 3342 139 3203
internal_count=3754 3704 3657 3609 3563 221 126 95 3342 139 3203
is_linear=0
shrinkage=0.0995203


Tree=8181
num_leaves=10
num_cat=0
split_feature=20 6 18 1 28 20 18 6 1
split_gain=0.0272589 0.000781379 0.00074627 0.000838373 0.00071314 0.000713269 0.00066258 0.0021736 0.000563252
threshold=-0.40431 0.18123500000000006 0.15891500000000006 -0.080689999999999998 0.10217500000000003 0.16383500000000004 0.10698500000000001 0.095080000000000012 -0.50597999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 8 -8 -2
right_child=1 -3 3 -5 -6 -7 7 -9 -10
leaf_value=-0.0022745627341099381 -0.00020986089216115371 0.00040608278716079335 0 -0.00049753931293498258 -0.00038297925330098168 -0.00028793185121033432 -3.5154353279347978e-05 0.00052387248524548506 9.161339118086198e-06
leaf_weight=53 121 46 65 64 47 79 197 104 2978
leaf_count=53 121 46 65 64 47 79 197 104 2978
internal_value=0 -1.2497e-06 -6.60016e-06 -0.000241754 1.77087e-06 7.20401e-06 1.43024e-05 0.000155278 3.45487e-07
internal_weight=0 3701 3655 129 3526 3479 3400 301 3099
internal_count=3754 3701 3655 129 3526 3479 3400 301 3099
is_linear=0
shrinkage=0.0995203


Tree=8182
num_leaves=19
num_cat=0
split_feature=6 1 1 5 6 26 1 18 5 5 8 8 8 8 6 26 30 4
split_gain=0.0237695 0.000634926 0.00150176 0.000758945 0.000613709 0.00129217 0.00223244 0.0022986 0.00106683 0.00199537 0.00179397 0.00102938 0.00343353 0.00288596 0.000907953 0.00108902 0.000714944 1.5114e-05
threshold=0.23663500000000004 -0.50597999999999999 -0.49056499999999997 0.18340500000000004 0.092405000000000029 0.097125000000000031 -0.083284999999999984 0.090795000000000028 -0.045014999999999993 -0.067559999999999995 -0.069939999999999988 -0.081174999999999983 -0.083294999999999994 -0.078704999999999997 -0.36821999999999994 0.09474500000000001 0.096655000000000033 0.087010000000000018
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 14 -7 -8 9 10 -6 12 -10 -13 16 -16 -4 -5
right_child=-2 2 4 17 8 6 7 -9 11 -11 -12 13 -14 -15 15 -17 -18 -19
leaf_value=7.1020268217906457e-05 -0.0021856399270595117 0.00045405955814990237 -0.00030194885624911026 -0.0004630127204868515 -0.00022545268055336308 -0.00074504113603561907 5.7594207728051758e-05 -0.00056517612368396284 -0.0001653977957330632 0.00077693798756380819 0.00041672920867203507 -0.00076313271212159772 0.0009126446915264239 3.8696089037454821e-05 1.0944024626594076e-05 0.00043460413277119183 0.00013083188165973072 -0.00028055515642476402
leaf_weight=57 50 73 155 46 87 61 251 76 78 56 84 55 46 224 2200 62 47 46
leaf_count=57 50 73 155 46 87 61 251 76 78 56 84 55 46 224 2200 62 47 46
internal_value=0 -9.32374e-07 7.28097e-06 -0.000202389 -1.85063e-06 -2.17175e-05 -0.000190579 -8.46441e-05 8.67868e-05 0.000259469 8.52178e-05 -8.44943e-06 0.00022792 -0.000116436 4.54057e-06 2.29182e-05 -0.0001972 -0.000380682
internal_weight=0 3704 3555 149 3482 2852 388 327 630 227 171 403 124 279 2464 2262 202 92
internal_count=3754 3704 3555 149 3482 2852 388 327 630 227 171 403 124 279 2464 2262 202 92
is_linear=0
shrinkage=0.0995203


Tree=8183
num_leaves=9
num_cat=0
split_feature=20 6 12 18 28 10 0 9
split_gain=0.0194294 0.000907821 0.000586382 0.000588166 0.00060806 0.000528492 0.00115996 0.000495662
threshold=-0.40431 0.18123500000000006 0.098385000000000028 0.15891500000000006 0.10217500000000003 0.09056500000000002 0.12433000000000002 0.089645000000000016
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -5
right_child=1 -3 -4 7 -6 -7 -8 -9
leaf_value=-0.0019191731264367772 1.6769746342546977e-05 0.00043925402738366552 -0.00035876057300074479 5.4712776411928822e-06 -0.0003483707619594521 0.00028064806994964486 -0.00031168634783576327 -0.00037566046782477349
leaf_weight=53 3252 46 46 54 47 71 110 75
leaf_count=53 3252 46 46 54 47 71 110 75
internal_value=0 0 -5.63059e-06 -9.02796e-07 6.6045e-06 1.17028e-05 5.77962e-06 -0.000209771
internal_weight=0 3701 3655 3609 3480 3433 3362 129
internal_count=3754 3701 3655 3609 3480 3433 3362 129
is_linear=0
shrinkage=0.0995203


Tree=8184
num_leaves=12
num_cat=0
split_feature=9 6 0 17 5 6 9 9 7 0 9
split_gain=0.00243655 0.00155464 0.00414789 0.00235638 0.00159287 0.000929032 0.00116705 0.00182637 0.00343919 0.00137315 0.00100923
threshold=0.23438500000000004 0.11766500000000002 -0.076154999999999987 0.0021900000000000005 -0.01554 -0.50196499999999988 0.11690000000000002 0.11351500000000002 0.093110000000000012 -0.074819999999999984 0.09697500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 -1 7 8 10 -8 -7
right_child=-2 2 3 -5 -6 6 9 -9 -10 -11 -12
leaf_value=-0.00040270684528461099 0.00074922540643378882 0.00028107213472760911 0.00024621528481473813 -0.00061514889002009662 0.0010978598713559111 1.5049930180875797e-05 -1.2036435040464114e-05 -0.00060968069641098143 0.00079639941704241822 0.00073599310707814225 -0.00016350241246947366
leaf_weight=55 46 46 76 53 57 2850 46 48 54 47 352
leaf_count=55 46 46 76 53 57 2850 46 48 54 47 352
internal_value=0 1.97031e-05 0.000269118 -0.000101333 0.000741029 2.70343e-06 9.50832e-06 -3.05766e-08 8.70548e-06 0.000357198 -4.3229e-06
internal_weight=0 3684 232 129 103 3452 3397 3304 3256 93 3202
internal_count=3730 3684 232 129 103 3452 3397 3304 3256 93 3202
is_linear=0
shrinkage=0.0995203


Tree=8185
num_leaves=13
num_cat=0
split_feature=9 6 0 17 26 3 6 9 20 26 26 26
split_gain=0.00197528 0.00126451 0.00336887 0.0019122 0.00168995 0.000953814 0.00189676 0.00151488 0.00240251 0.00127747 0.0019306 0.00185348
threshold=0.23438500000000004 0.11766500000000002 -0.076154999999999987 0.0021900000000000005 0.090385000000000021 0.14823500000000003 -0.25061999999999995 0.11408000000000003 -0.042414999999999994 0.26711000000000013 0.12456500000000002 0.11699500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 7 -7 9 -9 10 11 -1
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11 -12 -13
leaf_value=1.2561112767834552e-05 0.00067466234965330222 0.00027901301202750095 0.00022171190030698533 -0.00055392914553079715 0.0011142144860154962 -0.00074350624874329149 2.1835360008288087e-05 -9.0195270033239407e-05 0.00075602365010698299 -0.00043371950150627563 0.00062850400644339009 -0.00043625460145696297
leaf_weight=2979 46 56 76 53 47 50 84 62 68 66 49 94
leaf_count=2979 46 56 76 53 47 50 84 62 68 66 49 94
internal_value=0 1.77423e-05 0.000242687 -9.06165e-05 0.000668073 2.38718e-06 -0.000257631 1.31349e-05 0.000346145 -1.87752e-07 8.71503e-06 -9.01325e-07
internal_weight=0 3684 232 129 103 3452 134 3318 130 3188 3122 3073
internal_count=3730 3684 232 129 103 3452 134 3318 130 3188 3122 3073
is_linear=0
shrinkage=0.0995203


Tree=8186
num_leaves=9
num_cat=0
split_feature=29 10 12 20 18 21 20 21
split_gain=0.00181236 0.00160837 0.00179895 0.00120109 0.00102834 0.00130871 0.0012909 0.000841249
threshold=-0.14715999999999999 0.093790000000000026 0.092405000000000029 -0.24910499999999999 0.22074500000000005 0.093175000000000022 -0.15398499999999998 -0.091104999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -5 -8
right_child=1 -3 -4 4 5 -7 7 -9
leaf_value=0.00063803714971430534 0.00042412919541785662 -0.00050845165202455949 0.00064275956048993953 0.00053483350797237919 2.6790018618492804e-05 -0.00069726766139336131 -0.00032452555012259861 1.6728135733346932e-05
leaf_weight=47 70 57 46 47 49 46 73 3295
leaf_count=47 70 57 46 47 49 46 73 3295
internal_value=0 1.54486e-05 2.391e-05 1.57296e-05 7.35168e-06 -0.000315189 1.6564e-05 9.08854e-06
internal_weight=0 3683 3626 3580 3510 95 3415 3368
internal_count=3730 3683 3626 3580 3510 95 3415 3368
is_linear=0
shrinkage=0.0995203


Tree=8187
num_leaves=11
num_cat=0
split_feature=4 10 6 3 3 10 4 3 3 24
split_gain=0.0015928 0.00123354 0.00142657 0.00408839 0.00497418 0.00103006 0.000869829 0.00111618 0.000782666 0.000697428
threshold=0.15221500000000004 0.091080000000000022 0.11766500000000002 0.10871500000000002 0.096035000000000023 0.086275000000000018 0.14123000000000005 -0.03893499999999999 0.13977500000000004 -0.068099999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 7 -1 -5 -9
right_child=-2 -3 3 8 -6 -7 -8 9 -10 -11
leaf_value=0.00041448868307696827 0.00051373887925404448 -0.00039204544407847532 -0.00014532253772640765 -0.00051853894011356005 0.0011144981728167156 0.00037965508222074227 -0.00041125072745636917 -0.00038990221197606932 4.4351497649091507e-05 1.9015720284636863e-07
leaf_weight=64 64 73 49 47 80 71 51 46 46 3139
leaf_count=64 64 73 49 47 80 71 51 46 46 3139
internal_value=0 1.23951e-05 2.08401e-05 0.000265267 0.000629616 4.50027e-06 -3.32318e-06 2.82816e-06 -0.000231318 -5.18681e-06
internal_weight=0 3666 3593 222 129 3371 3300 3249 93 3185
internal_count=3730 3666 3593 222 129 3371 3300 3249 93 3185
is_linear=0
shrinkage=0.0995203


Tree=8188
num_leaves=24
num_cat=0
split_feature=10 9 9 17 18 9 6 10 26 26 4 1 17 17 26 17 26 5 1 6 5 5 0
split_gain=0.00119275 0.00113539 0.00211249 0.00396998 0.00650557 0.00179819 0.0129334 0.00106247 0.00105678 0.00084944 0.00128253 0.000816805 0.000947669 0.00192045 0.00142204 0.000788349 0.000763443 0.00196467 0.000683588 0.000629843 0.000554213 0.00108844 0.000567404
threshold=0.093790000000000026 0.084515000000000021 0.083325000000000024 -0.014289999999999999 -0.017129999999999996 0.085610000000000019 0.088055000000000022 0.086275000000000018 0.086760000000000018 -0.23033499999999998 0.10343500000000001 -0.057259999999999998 -0.088525000000000006 -0.081244999999999998 -0.08274999999999999 -0.065004999999999993 0.085300000000000029 -0.011204999999999998 -0.01538 -0.14723999999999998 0.27287000000000011 0.19791500000000004 -0.10806499999999999
decision_type=2 2 2 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 18 -5 6 8 9 16 -7 19 20 14 -14 -13 -15 17 -3 -4 -11 21 22 -1
right_child=-2 5 3 4 -6 7 -8 -9 -10 10 -12 12 13 15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00038510704031221199 -0.00040631532020735529 0.00031085667426382515 -0.00010709112545489713 -0.0015911671433591619 -0.00013827760944195181 0.00031771545627442638 0.0018022143427583778 0.00038244603979752301 -0.00039292509205581325 -0.0002750716879383584 -0.00040540020960974491 7.3516481065214742e-05 0.0005908694963680885 -0.00042653594295578531 -0.00057588968703721336 -1.3650726425909803e-05 0.00040704645668872779 -0.0004957169470903366 0.00034507409918824872 2.6717540811556411e-05 -0.00015869513939920058 0.0006128729541315177 1.223973856280548e-05
leaf_weight=53 67 70 82 50 82 86 47 80 54 71 75 56 50 51 76 503 58 52 54 1748 52 50 192
leaf_count=53 67 70 82 50 82 86 47 80 54 71 75 56 50 51 76 503 58 52 54 1748 52 50 192
internal_value=0 1.71031e-05 -5.52326e-05 -0.00030546 -0.000694817 5.9198e-05 0.00029565 2.65468e-05 -3.4528e-06 1.17536e-05 -1.7069e-06 5.93293e-06 -5.2618e-05 0 -0.000294182 -5.31377e-05 0.000108841 -2.62188e-05 6.64258e-05 1.44879e-05 0.000132481 0.000186582 9.62422e-05
internal_weight=0 3692 1351 268 132 2341 281 2060 234 1980 1894 1083 736 604 132 554 180 122 136 1819 347 295 245
internal_count=3759 3692 1351 268 132 2341 281 2060 234 1980 1894 1083 736 604 132 554 180 122 136 1819 347 295 245
is_linear=0
shrinkage=0.0995203


Tree=8189
num_leaves=28
num_cat=0
split_feature=10 9 9 1 1 3 9 0 26 6 3 9 9 9 6 9 18 18 5 17 17 26 3 17 28 3 17
split_gain=0.000967298 0.0010397 0.00863343 0.0016295 0.00325092 0.00153709 0.00303438 0.00308621 0.00269198 0.00241625 0.00143904 0.0014511 0.00140489 0.0035406 0.00208894 0.00144335 0.000774439 0.00111285 0.000980317 0.000762497 0.00162987 0.00218094 0.00100179 0.000869694 0.000565833 0.000540446 0.000497343
threshold=0.093790000000000026 0.085465000000000027 0.085765000000000022 -0.08616 -0.085014999999999993 0.11125500000000002 0.11296000000000002 -0.071799999999999989 0.092180000000000026 -0.03252 0.10648500000000002 0.098465000000000011 0.083715000000000026 0.083995000000000028 -0.011749999999999998 0.082690000000000027 0.11835500000000003 0.11061000000000003 -0.061665000000000005 -0.14169499999999999 -0.092649999999999996 0.085505000000000012 0.08345000000000001 -0.0046399999999999992 0.082705000000000015 0.12992500000000004 -0.30645999999999995
decision_type=2 2 2 2 2 2 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 19 -5 10 7 -7 -9 -8 16 -12 15 -14 -15 24 17 -4 -18 22 -21 23 -1 -22 -6 -11 -24
right_child=-2 2 5 4 12 6 9 8 -10 25 11 -13 13 14 -16 -17 18 -19 -20 20 21 -23 26 -25 -26 -27 -28
leaf_value=0.00031018718048854421 -0.00036587892142616338 0.0012924752500656834 1.6166853613005924e-05 -0.00087760542976865713 -1.2042082885995465e-05 0.0010365998889632104 -0.00070145119994828012 0.00065813593067220316 -0.00015716759981850763 -7.0580747134481512e-05 -0.000646657270314763 6.2205045242252888e-05 -0.001010578867319408 0.0002740807224720086 -0.00031672364481008611 0.00051663106551933207 -0.00049233078649263829 0.00043593512631857385 5.1175010558926319e-06 0.00067596372525886546 -0.00034060953438450422 0.00053950730459639395 0 0.00012166824200332112 -0.00037051022771633494 0.00039763096513332851 -0.00043844780171407014
leaf_weight=48 67 55 1334 52 704 63 50 72 88 47 68 46 51 93 160 50 65 66 91 60 83 73 49 75 47 46 56
leaf_count=48 67 55 1334 52 704 63 50 72 88 47 68 46 51 93 160 50 65 66 91 60 83 73 49 75 47 46 56
internal_value=0 1.5401e-05 6.17775e-05 -4.46581e-05 -0.000107224 2.81296e-05 0.00021296 0.000443322 0.000204603 -0.000140551 -1.1888e-05 -0.000353444 -7.02303e-05 -0.000252388 -9.63148e-05 -7.49655e-08 1.261e-05 3.65407e-05 -0.000196905 0.000116537 0.000211736 8.76129e-05 -5.91766e-05 -0.000115993 -3.55662e-05 0.000152205 -0.000235825
internal_weight=0 3692 2091 1601 1157 2036 366 223 160 143 1670 114 1105 304 253 801 1556 1400 156 444 291 231 153 158 751 93 105
internal_count=3759 3692 2091 1601 1157 2036 366 223 160 143 1670 114 1105 304 253 801 1556 1400 156 444 291 231 153 158 751 93 105
is_linear=0
shrinkage=0.0995203


Tree=8190
num_leaves=21
num_cat=0
split_feature=2 5 9 26 26 26 0 17 26 36 8 0 2 9 18 1 18 2 9 9
split_gain=0.00165178 0.00123822 0.00140786 0.000958979 0.0046747 0.00637823 0.00156856 0.0024236 0.001332 0.000851394 0.000743432 0.00120187 0.000746342 0.000581284 0.002699 0.00439935 0.0026229 0.0020998 0.00274427 0.00108441
threshold=-0.24206999999999998 0.5252300000000002 0.095585000000000017 0.087170000000000011 0.088605000000000017 0.088165000000000021 -0.082604999999999998 0.006145000000000002 0.086760000000000018 0.088355000000000031 0.0044850000000000011 -0.057604999999999996 -0.085599999999999996 0.092605000000000021 -0.082304999999999989 -0.082849999999999993 -0.070914999999999992 -0.078129999999999991 0.094010000000000024 0.094685000000000033
decision_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 8 5 6 7 -5 9 10 12 -12 -2 14 15 -6 -16 18 -15 -19
right_child=1 2 -4 4 13 -7 -8 -9 -10 -11 11 -13 -14 17 16 -17 -18 19 -20 -21
leaf_value=-0.00057829246346177796 -0.00018719923548333309 0.00068089537628941829 -4.0702700182188831e-05 9.3042416761157578e-06 0.00013658448089882009 0.0012785608005629657 -0.00034050670027129112 0.00086881064040518073 -0.00051577499958749306 0.00028615355396170619 0.00024557961707294786 -0.00019215009019876595 -2.7399142603465511e-05 0.00095837350172076681 0.00072912244725266136 -0.0010283663270019487 -4.5794191082393746e-05 -0.00036006467455988614 6.5715432288802496e-05 2.4179828085273461e-05
leaf_weight=47 392 58 46 95 58 68 47 51 57 82 196 89 1173 53 47 69 537 88 102 404
leaf_count=47 392 58 46 95 58 68 47 51 57 82 196 89 1173 53 47 69 537 88 102 404
internal_value=0 1.51853e-05 0.000353856 5.19631e-06 6.22663e-05 0.000448085 0.000151241 0.00031515 -4.08458e-05 -2.64102e-05 -4.07069e-05 0.000106013 -6.79488e-05 -1.12831e-05 -7.38952e-05 -0.000489896 1.5169e-05 5.62572e-05 0.000376229 -4.2883e-05
internal_weight=0 3712 104 3608 1619 261 193 146 1989 1932 1850 285 1565 1358 711 127 584 647 155 492
internal_count=3759 3712 104 3608 1619 261 193 146 1989 1932 1850 285 1565 1358 711 127 584 647 155 492
is_linear=0
shrinkage=0.0995203


Tree=8191
num_leaves=15
num_cat=0
split_feature=2 28 2 6 6 3 3 3 2 2 2 2 8 2
split_gain=0.0013396 0.000830695 0.00077765 0.000707667 0.0102322 0.00081896 0.00419564 0.00156818 0.000657481 0.0021781 0.00103233 0.000577903 0.00178785 0.00158706
threshold=-0.24206999999999998 0.087260000000000018 -0.22383 0.088565000000000019 0.089090000000000016 0.088055000000000022 0.087515000000000023 0.086895000000000014 -0.082294999999999993 -0.083254999999999982 -0.079739999999999991 -0.087444999999999995 -0.080724999999999991 -0.083974999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 -4 9 -7 -10 12 -6 -13
right_child=1 -3 3 4 11 8 -8 -9 10 -11 -12 13 -14 -15
leaf_value=-0.0005207406843960406 0.0003374334708964471 -0.00035924852995067563 -6.2968876451705588e-05 0.0014434932727458341 0.00051520501743428278 4.151443171313682e-05 -0.00072989610063611224 0.00038589415932544402 -0.00024093654731850234 0.00068621456994387626 2.8342197217691929e-05 -0.00042383278577099332 -0.00015298311055888413 2.3848332974257985e-05
leaf_weight=47 75 58 810 52 80 373 91 85 164 61 995 88 76 704
leaf_count=47 75 58 810 52 80 373 91 85 164 61 995 88 76 704
internal_value=0 1.3696e-05 1.98398e-05 1.29557e-05 8.41433e-05 -1.43297e-05 -8.58259e-05 -1.94247e-05 2.94096e-05 0.000134015 -9.05478e-06 8.71624e-06 0.00018443 -2.48604e-05
internal_weight=0 3712 3654 3579 1000 2579 986 895 1593 434 1159 948 156 792
internal_count=3759 3712 3654 3579 1000 2579 986 895 1593 434 1159 948 156 792
is_linear=0
shrinkage=0.0995203


Tree=8192
num_leaves=26
num_cat=0
split_feature=2 2 5 1 2 0 2 2 8 3 4 26 2 18 18 36 3 2 8 8 8 3 6 6 1
split_gain=0.00128141 0.0032653 0.0101058 0.00272922 0.000875377 0.000739716 0.00201995 0.000676157 0.000673559 0.00180741 0.0012343 0.00109952 0.00106055 0.00105853 0.000970898 0.000657705 0.00103249 0.00147824 0.00109185 0.00276012 0.00153256 0.000752888 0.00317854 0.000806742 0.00116921
threshold=-0.086304999999999993 -0.090919999999999987 0.0053250000000000016 -0.0096349999999999995 -0.085944999999999994 -0.085474999999999982 -0.087444999999999995 -0.095204999999999998 -1.0000000180025095e-35 0.11165000000000001 0.10386500000000003 0.084355000000000027 -0.13535499999999998 -0.032374999999999994 -0.0047450000000000001 0.088355000000000031 0.085845000000000019 -0.084869999999999987 -0.088304999999999995 -0.084794999999999995 -0.09547499999999999 0.086535000000000015 0.086420000000000011 0.18123500000000006 -0.50158499999999984
decision_type=2 2 2 2 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 -3 -7 8 11 10 14 12 -1 -13 -10 16 17 -6 20 -20 -19 22 -18 24 -23
right_child=4 2 -4 -5 15 6 -8 -9 9 -11 -12 13 -14 -15 -16 -17 21 18 19 -21 -22 23 -24 -25 -26
leaf_value=-3.3769413233039782e-05 -0.00041516347105485492 -0.0002980582976184579 0.0017450679168576934 0.00073972535048423668 0.00032096492942026913 -0.00039046880660752956 0.00043990635003751742 -0.00034832330466979969 -7.554928578394755e-05 0.00060439245121171722 -0.00039992218887531067 0.00046239479386616771 -0.00066019490111474729 -0.00010176404538483338 0.00037220914317230173 0.0002809367339393749 0.00082892925230248907 -0.00046966849900215737 -0.0010504678818477372 -0.00015874482960480518 0.00019998599399234697 -0.00040429113528939084 -0.00029798665697409939 0.00035731764181532642 1.2075556367609044e-05
leaf_weight=64 50 68 47 59 54 47 74 50 99 64 56 51 50 89 89 83 52 52 48 132 96 69 46 64 2083
leaf_count=64 50 68 47 59 54 47 74 50 99 64 56 51 50 89 89 83 52 52 48 132 96 69 46 64 2083
internal_value=0 0.000133418 0.000405407 0.000148219 -2.25099e-06 -3.21002e-05 0.000110598 9.74145e-07 3.35071e-05 0.000133487 6.61612e-06 -8.45059e-05 -0.000315699 9.79037e-05 0.000132067 4.8836e-06 -3.31143e-06 -0.000155154 -0.000236035 -0.000401086 -2.97668e-05 2.14013e-05 0.000291616 9.08196e-06 -8.94097e-07
internal_weight=0 907 295 248 2829 189 121 612 562 308 244 254 114 140 188 2779 2696 382 328 180 148 2314 98 2216 2152
internal_count=3736 907 295 248 2829 189 121 612 562 308 244 254 114 140 188 2779 2696 382 328 180 148 2314 98 2216 2152
is_linear=0
shrinkage=0.0995203


Tree=8193
num_leaves=24
num_cat=0
split_feature=1 1 3 3 5 0 0 0 8 8 0 23 2 2 1 0 3 0 20 21 2 10 2
split_gain=0.0011774 0.00821582 0.000736557 0.0016793 0.00152814 0.000471973 0.00163473 0.00116874 0.00245414 0.00606494 0.00151373 0.00103499 0.00121782 0.0021163 0.00193687 0.000873743 0.000849891 0.00076134 0.000694276 0.0015594 0.000436311 0.000632109 0.000866396
threshold=-0.09225499999999999 -0.096749999999999989 0.084795000000000023 0.087625000000000022 0.066275000000000014 -0.068604999999999985 -0.066264999999999991 -0.073464999999999989 -0.049499999999999995 -0.070649999999999991 -0.076154999999999987 -0.022119999999999997 -0.032624999999999994 -0.065059999999999993 0.11120500000000003 -0.051394999999999996 0.094410000000000008 -0.077174999999999994 -0.24910499999999999 0.11987500000000002 -0.241895 0.085585000000000022 -0.097424999999999998
decision_type=2 2 2 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 -1 7 -7 10 9 -9 17 -8 13 15 -14 -13 -12 18 -2 -20 -5 22 -22
right_child=5 -3 3 20 -6 6 11 8 -10 -11 16 12 14 -15 -16 -17 -18 -19 19 -21 21 -23 -24
leaf_value=-6.0192617369192792e-05 0.00038672617940096218 0.0011216871878497873 -0.00058403748385847372 0.00028761752538090875 0.00062761711653703362 -0.00056605580890676176 0.00040147984968657348 -6.7173200938905289e-06 -0.00035156718031016107 0.0013630021895288766 -2.4708628619119484e-05 -0.00037863695965038846 8.33731512756078e-06 0.00042701355852023956 -0.00082968957503682891 6.2133193293209139e-05 -0.0006050744717086005 0.00039778107781726196 1.966980905051549e-05 -0.0003582778578262175 0.0003442505165383744 -0.00032366171594598218 -5.3111617998045452e-05
leaf_weight=72 47 76 50 55 55 62 51 89 47 49 47 91 59 91 48 82 62 51 2097 114 72 55 214
leaf_count=72 47 76 50 55 55 62 51 89 47 49 47 91 59 91 48 82 62 51 2097 114 72 55 214
internal_value=0 0.00014923 1.88197e-05 -3.983e-05 0.000231232 1.48427e-06 -8.84686e-05 1.85245e-05 0.000259613 0.000473701 0 -1.63618e-05 -7.60075e-05 3.59742e-05 -0.000359949 -0.000164985 -0.000362335 1.71873e-05 8.22854e-06 0 2.68159e-05 -1.28482e-05 4.40613e-05
internal_weight=0 649 573 446 127 3087 484 2603 185 138 2418 422 371 264 107 173 109 2309 2258 2211 396 341 286
internal_count=3736 649 573 446 127 3087 484 2603 185 138 2418 422 371 264 107 173 109 2309 2258 2211 396 341 286
is_linear=0
shrinkage=0.0995203


Tree=8194
num_leaves=21
num_cat=0
split_feature=1 1 9 10 19 18 2 18 18 18 26 18 5 18 6 5 5 8 18 5
split_gain=0.00101983 0.00739976 0.000533149 0.000771828 0.000557801 0.000961032 0.00118754 0.000451902 0.00204193 0.00177166 0.00309455 0.0013439 0.000686446 0.00135155 0.000952852 0.000621923 0.000847831 0.00118605 0.0038489 0.000961081
threshold=-0.094454999999999997 -0.10771499999999999 0.098465000000000011 0.086165000000000019 0.088935000000000028 -0.14624999999999996 -0.097424999999999998 -0.019539999999999998 -0.025079999999999998 -0.011569999999999999 0.086255000000000012 -0.0087699999999999983 0.23074000000000006 0.15891500000000006 0.09840500000000002 -0.041054999999999994 -0.025879999999999997 -0.084855 -0.085834999999999995 -0.016339999999999997
decision_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 8 15 10 -9 -11 13 14 -13 -2 -17 18 -18 -19
right_child=7 -3 -4 -5 -6 6 -8 9 -10 11 -12 12 -14 -15 -16 16 17 19 -20 -21
leaf_value=-0.00029422345987167598 0.00023935463700068267 0.0011923747111113692 0.00029521241730206778 -0.00038919809044855446 -0.00022447164623992966 0.00040109980861619178 0 -0.00017841372711045845 -0.0006838800091282344 -0.00037023259998473639 0.00076665890754950953 1.0055898496860414e-05 0.00038066179426008426 -0.00036653017120785882 0.00028598658888721157 -0.00041878006355365886 -0.0002067536024728824 -0.00047249073861850685 0.00076341055221562843 -3.8582924324283154e-05
leaf_weight=55 84 60 64 48 69 118 183 57 48 90 82 1496 52 88 136 56 89 55 73 733
leaf_count=55 84 60 64 48 69 118 183 57 48 90 82 1496 52 88 136 56 89 55 73 733
internal_value=0 0.00014387 2.5194e-05 -9.61061e-06 3.13343e-05 8.32142e-05 0.000154901 1.68355e-06 -4.81105e-05 3.04113e-05 0.000373222 4.38057e-06 2.38692e-05 1.26065e-05 3.35517e-05 -1.93623e-05 -4.17787e-05 -1.86937e-05 0.000225366 -6.99073e-05
internal_weight=0 597 537 473 425 356 301 3139 1138 2001 139 1862 1772 1720 1632 1090 1006 950 162 788
internal_count=3736 597 537 473 425 356 301 3139 1138 2001 139 1862 1772 1720 1632 1090 1006 950 162 788
is_linear=0
shrinkage=0.0995203


Tree=8195
num_leaves=37
num_cat=0
split_feature=18 18 3 9 9 21 3 9 1 1 18 3 18 20 8 6 3 9 9 21 9 3 1 18 9 3 18 20 20 20 3 9 21 9 23 3
split_gain=0.000836496 0.0145038 0.000743696 0.0007567 0.00124438 0.000770038 0.00184479 0.000704752 0.000664873 0.000655532 0.000578147 0.000445727 0.000784473 0.00261883 0.00322117 0.00306926 0.00206894 0.000697078 0.0027536 0.00256503 0.00264697 0.00147663 0.00135103 0.00573422 0.00452254 0.000579796 0.00228155 0.000443367 0.00242682 0.0019958 0.00136253 0.0018875 0.00155613 0.000668579 0.00343825 0.00247761
threshold=-0.090899999999999995 -0.092084999999999986 0.084795000000000023 0.088995000000000019 0.085075000000000026 0.10940500000000002 0.10636500000000003 0.097680000000000031 -0.49837999999999999 -0.035694999999999998 -0.10387 0.089655000000000026 -0.022504999999999997 -0.085594999999999991 -0.085764999999999994 0.087670000000000012 0.087515000000000023 0.084485000000000018 0.084915000000000032 0.085955000000000018 0.083995000000000028 0.083955000000000016 -0.083284999999999984 -0.0060599999999999994 0.088135000000000033 0.090695000000000012 0.089775000000000021 -0.077649999999999983 -0.080324999999999994 -0.075334999999999999 0.11275500000000002 0.09143500000000003 0.092150000000000024 0.11408000000000003 -0.064019999999999994 0.12732500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 6 -5 -7 -4 -10 -1 12 13 -2 -15 16 -16 19 -19 20 21 -14 24 -24 -20 26 -13 28 30 -29 32 -32 -27 34 -31 -35
right_child=11 -3 3 5 -6 7 -8 -9 9 -11 -12 25 17 14 15 -17 -18 18 22 -21 -22 -23 23 -25 -26 27 -28 29 -30 33 31 -33 -34 35 -36 -37
leaf_value=0.00048957176258811175 0.00044965065104315326 0.0017535474676197251 -0.00035448718161670275 -0.00011307252685430609 -0.00051608904551226872 -0.00032496253180177448 0.00057826072273469353 0.0001129425960940478 0.00030490388867624547 -0.0001210322880999276 0 0.0005288669843070957 -3.7592999050661171e-05 -0.00090989048164101787 0.00063747903067259276 -0.00063988669726727169 -0.00016801698149231502 -0.00060326939934115837 0.00021756527419789371 -0.00042212785640857086 0.00090821174115650609 0.00051780042704675626 0.0011583066686701967 -3.1566728282793964e-05 -0.00098502138855761858 7.005470254101392e-05 -0.00030261216618930674 0.00068724708674663211 -0.00064936325163933385 0.00087846872979631082 -5.5751370359382779e-05 0.00080610021961299513 -0.0004830164738190985 0.00010528001051442122 6.9807733281755035e-06 -0.00075908335751246247
leaf_weight=49 53 50 48 77 75 72 73 70 66 75 47 90 183 67 56 69 70 82 77 72 49 63 46 305 51 157 50 46 62 47 52 46 73 96 1023 49
leaf_count=49 53 50 48 77 75 72 73 70 66 75 47 90 183 67 56 69 70 82 77 72 49 63 46 305 51 157 50 46 62 47 52 46 73 96 1023 49
internal_value=0 0.000119992 -4.02499e-06 -4.94233e-05 -0.000172328 5.88922e-05 0.000217919 -0.000103329 -3.15828e-05 7.25363e-05 0.000250379 -2.94011e-07 -4.63481e-05 -0.00018205 -0.000312961 -0.000103664 0.000183484 0 -7.00489e-05 0.000106356 0.000238116 0.000101314 1.95242e-05 0.000122039 -0.000255195 3.12116e-05 0.000226063 1.4193e-05 -7.77964e-05 4.32925e-05 2.77479e-05 0.000340438 -0.000101926 1.82385e-05 4.60262e-05 -0.00018117
internal_weight=0 702 652 556 264 292 150 142 189 141 96 3034 1243 315 262 195 126 928 561 367 295 246 479 351 128 1791 140 1651 390 1261 328 98 230 1215 1070 145
internal_count=3736 702 652 556 264 292 150 142 189 141 96 3034 1243 315 262 195 126 928 561 367 295 246 479 351 128 1791 140 1651 390 1261 328 98 230 1215 1070 145
is_linear=0
shrinkage=0.0995203


Tree=8196
num_leaves=9
num_cat=0
split_feature=20 28 2 26 26 26 18 5
split_gain=0.0274465 0.00759704 0.000985151 0.000906217 0.00100912 0.000909602 0.00271321 0.000784677
threshold=-0.41270499999999993 0.080375000000000016 -0.241895 0.41344500000000012 0.15222000000000005 0.11991000000000003 0.089775000000000021 0.55459000000000014
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 -4
right_child=1 -3 3 -5 -6 6 -8 -9
leaf_value=0.0023681715516991001 0.00040424787813529922 -0.00099878874504891278 4.5148701292784326e-06 -0.00040295957947454614 0.00041274757204352673 0.00019537151017006796 -0.00072474274716745747 -0.00031481933726208982
leaf_weight=48 57 78 3239 58 56 60 65 78
leaf_count=48 57 78 3239 58 56 60 65 78
internal_value=0 -2.69902e-05 -5.78374e-06 -1.25865e-05 -5.87968e-06 -1.29284e-05 -0.000276539 -2.74755e-06
internal_weight=0 3691 3613 3556 3498 3442 125 3317
internal_count=3739 3691 3613 3556 3498 3442 125 3317
is_linear=0
shrinkage=0.0995203


Tree=8197
num_leaves=8
num_cat=0
split_feature=20 28 2 22 26 26 26
split_gain=0.0222549 0.0061604 0.000798808 0.000793649 0.00076976 0.000558287 0.000811075
threshold=-0.41270499999999993 0.080375000000000016 -0.241895 0.12953000000000006 0.50635500000000022 0.15222000000000005 0.11991000000000003
decision_type=2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4
right_child=1 -3 3 -5 -6 -7 -8
leaf_value=0.0021324908595022696 0.00036401711779537188 -0.0008993890178665482 4.6117939988244562e-06 -0.00034820069624516732 -0.00040033147967494866 0.00028763306275353954 -0.00025663475886721049
leaf_weight=48 57 78 3252 68 48 66 122
leaf_count=48 57 78 3252 68 48 66 122
internal_value=0 -2.42821e-05 -5.16304e-06 -1.13109e-05 -4.50843e-06 7.76714e-07 -4.59196e-06
internal_weight=0 3691 3613 3556 3488 3440 3374
internal_count=3739 3691 3613 3556 3488 3440 3374
is_linear=0
shrinkage=0.0995203


Tree=8198
num_leaves=14
num_cat=0
split_feature=6 26 26 6 8 20 20 20 5 9 5 20 20
split_gain=0.0213304 0.00312869 0.0131311 0.00103344 0.000777966 0.000744965 0.00112199 0.00107823 0.00111453 0.00156513 0.0010018 0.000800317 0.00055434
threshold=0.23663500000000004 -0.16205499999999998 -0.231015 0.15834000000000004 0.24853500000000003 -0.0078249999999999986 -0.01137 -0.0043699999999999998 -0.019465 0.11408000000000003 -0.011964999999999998 -0.017315000000000001 -0.042414999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 11 -7 9 -9 -10 12 -3
right_child=-2 3 -4 -5 -6 7 -8 8 10 -11 -12 -13 -14
leaf_value=-0.00015959258112694112 0.0020045998568707399 4.2909082231165161e-05 -0.0018792908952597631 -0.00044090487865693637 0.00033246589460171611 -0.00049543956206458777 0.00044542073135587536 -6.3550907161025687e-05 0.00032679112830910124 -0.00058125595638682914 1.4773543946032999e-05 -0.00031619464199291396 0.0003950020204513311
leaf_weight=62 52 1087 46 53 63 49 72 1009 115 62 963 59 47
leaf_count=62 52 1087 46 53 63 49 72 1009 115 62 963 59 47
internal_value=0 -2.5162e-05 -0.000440917 -4.70895e-06 8.18559e-05 1.73049e-06 6.2799e-05 -3.30434e-05 -2.21192e-05 -9.42851e-05 4.88187e-05 3.90208e-05 5.82239e-05
internal_weight=0 3687 171 3516 125 3463 1265 2198 2149 1071 1078 1193 1134
internal_count=3739 3687 171 3516 125 3463 1265 2198 2149 1071 1078 1193 1134
is_linear=0
shrinkage=0.0995203


Tree=8199
num_leaves=12
num_cat=0
split_feature=6 28 21 23 26 17 26 26 6 6 2
split_gain=0.0172961 0.00493003 0.000934555 0.000683645 0.00072479 0.001085 0.000962702 0.000849487 0.00178136 0.00126559 0.000587555
threshold=0.23663500000000004 0.080375000000000016 -0.091649999999999995 0.086650000000000019 0.090020000000000031 -0.5696199999999999 0.089485000000000023 0.093245000000000022 0.10313000000000001 -0.101065 -0.086050000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 -4 -7 8 -6 -9 -1
right_child=-2 -3 3 -5 7 6 -8 9 -10 -11 -12
leaf_value=-5.2555918778089627e-05 0.001805101679414988 -0.00080552230027724158 -0.00039438099719698704 -0.00031941378808277807 -7.6217979896577053e-05 3.9773586990860941e-05 0.00042164034904681281 -0.00033100974686658496 -0.00068551010901979261 4.3718594478022463e-05 -0.00057160650330214096
leaf_weight=48 52 78 55 64 250 2203 68 102 60 713 46
leaf_count=48 52 78 55 64 250 2203 68 102 60 713 46
internal_value=0 -2.26578e-05 -5.51121e-06 2.53958e-06 8.74754e-06 4.06715e-05 5.15682e-05 -5.65293e-05 -0.000196786 -2.17549e-06 -0.000315268
internal_weight=0 3687 3609 3515 3451 2326 2271 1125 310 815 94
internal_count=3739 3687 3609 3515 3451 2326 2271 1125 310 815 94
is_linear=0
shrinkage=0.0995203


Tree=8200
num_leaves=21
num_cat=0
split_feature=0 0 0 9 23 10 10 21 2 6 2 6 21 6 20 20 20 2 5 20
split_gain=0.00157993 0.0142972 0.00212009 0.00209703 0.00152666 0.00133118 0.00159883 0.000991459 0.0019331 0.00241505 0.00386098 0.00175057 0.00142698 0.00115016 0.000939663 0.000884332 0.000775921 0.00135583 0.000740476 0.000550316
threshold=-0.096019999999999994 -0.097424999999999998 -0.106285 0.091485000000000025 -0.066744999999999985 0.09056500000000002 0.085960000000000023 0.090285000000000018 0.13896000000000006 -0.095554999999999987 0.08666500000000002 -0.09007999999999998 -0.084759999999999988 -0.109815 -0.012149999999999999 -0.15615999999999999 -0.096095 -0.096314999999999998 -0.49053999999999998 -0.0070099999999999997
decision_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 14 -2 6 15 8 9 10 -1 13 -11 19 -4 -6 17 -17 -18 -9
right_child=4 -3 3 -5 5 -7 -8 11 -10 12 -12 -13 -14 -15 -16 16 18 -19 -20 -21
leaf_value=-1.5605453523591871e-05 0.00054280157833499056 -0.001755876204061412 0.00016128017294540417 -0.00093887968392509786 -0.00033264894737357066 0.00051831731267290365 -0.00059689671607972468 0.00038609001926983774 0.00039362759717775393 -0.00050454092566740562 -0.0012390973551007832 -0.00029562287095168279 0.00010666565206870305 0.00074435465230343059 -0.00043878261607737935 -0.00018018053311812972 0.00036901388737201453 0.00047755948582952175 -2.1136107082021783e-05 0
leaf_weight=59 50 52 51 48 82 46 47 66 73 46 47 58 213 49 50 47 49 84 2445 79
leaf_count=59 50 52 51 48 82 46 47 66 73 46 47 58 213 49 50 47 49 84 2445 79
internal_value=0 -0.000154058 -5.38042e-05 -0.000394497 -1.92267e-06 -1.19423e-05 -2.10964e-05 1.85793e-05 -7.05768e-05 -0.000165661 -0.00056582 0.00017679 0 0.000322246 -0.000127675 -1.07967e-05 -4.30831e-07 0.000235327 -1.31425e-05 0.000173957
internal_weight=0 891 839 149 2850 2800 2754 690 438 365 106 252 259 194 101 2707 2625 131 2494 145
internal_count=3741 891 839 149 2850 2800 2754 690 438 365 106 252 259 194 101 2707 2625 131 2494 145
is_linear=0
shrinkage=0.0995203


Tree=8201
num_leaves=27
num_cat=0
split_feature=4 0 0 4 0 9 9 26 4 1 6 1 1 9 0 9 26 9 4 4 4 5 6 26 26 26
split_gain=0.00142118 0.00345591 0.0093398 0.00272675 0.00231246 0.0017712 0.00170129 0.00737095 0.00115982 0.00093296 0.00122293 0.000883294 0.00119589 0.00102888 0.000798289 0.00231903 0.000978356 0.000715697 0.000605845 0.000879245 0.000697641 0.000599271 0.00144589 0.00102271 0.00192786 0.000777663
threshold=0.08544000000000003 -0.096019999999999994 -0.097424999999999998 0.079660000000000022 -0.106285 0.08622500000000001 0.11408000000000003 0.12236500000000003 0.14903500000000006 0.18123500000000006 0.079640000000000016 0.10055500000000002 -0.010395 0.083955000000000016 -0.088174999999999989 0.085665000000000033 0.08709500000000002 0.089435000000000028 0.14039500000000002 0.13491500000000003 0.12631500000000004 -0.085034999999999986 0.085955000000000018 0.11991000000000003 0.11575500000000001 0.090275000000000022
decision_type=2 2 2 2 2 2 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 -6 7 8 18 10 -1 12 21 -14 16 -16 -15 -11 19 20 -2 22 -3 24 -23 -24
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leaf_value=0.00070645140120828673 4.0451252820451568e-05 -0.00019320715577773908 -0.001671790147964162 -0.00076888077818977618 0 -0.0007584674199613454 -0.00041110095869156029 0.001331568141611031 -0.00043564382900901035 -0.000297144817047013 1.0888975995345579e-05 -0.00044568912914212493 0.00051884667390350028 0.00043623551152595569 -0.0006563702298501801 7.7765447439817414e-05 -3.5956781237179799e-05 0.00022470758559156809 0.00040040418797052514 -0.00033779743135300164 0.00037815385049024431 -8.6051395506169976e-05 0.00058464381109571265 -0.00041606600661291712 0.00044508799472825684 3.3188498397620424e-05
leaf_weight=51 658 87 46 63 55 64 68 46 48 58 54 48 55 103 49 324 70 46 51 55 68 1308 61 85 71 49
leaf_count=51 658 87 46 63 55 64 68 46 48 58 54 48 55 103 49 324 70 46 51 55 68 1308 61 85 71 49
internal_value=0 -7.1628e-05 -0.000328411 -0.000168272 -5.04158e-05 -0.000402461 6.69613e-05 0.000102951 3.7798e-05 0.000146114 0.00035653 -2.2696e-05 -1.33581e-05 0.000106465 6.34258e-05 -1.64813e-05 0.000240443 -5.84541e-05 6.60959e-05 4.32171e-05 7.32094e-05 -5.72068e-05 0.000103962 -7.94533e-05 -5.81112e-05 0.000346438
internal_weight=0 2747 437 391 328 119 994 926 880 209 105 2310 2262 601 546 373 173 104 832 781 726 1661 197 1464 1379 110
internal_count=3741 2747 437 391 328 119 994 926 880 209 105 2310 2262 601 546 373 173 104 832 781 726 1661 197 1464 1379 110
is_linear=0
shrinkage=0.0995203


Tree=8202
num_leaves=22
num_cat=0
split_feature=20 20 23 2 30 9 26 0 2 18 26 9 9 2 5 9 20 5 5 2 21
split_gain=0.00126699 0.0137247 0.00150448 0.00137248 0.00163738 0.00166647 0.00351062 0.00192476 0.00160462 0.00239289 0.00160098 0.00154677 0.00186661 0.00152946 0.00143873 0.0022639 0.00136228 0.000846457 0.00108942 0.000727553 0.000621207
threshold=-0.081324999999999995 -0.08237499999999999 0.086650000000000019 -0.046564999999999995 0.10584000000000003 0.11351500000000002 0.12456500000000002 -0.15137999999999999 -0.068279999999999993 1.0000000180025095e-35 0.096535000000000024 0.097680000000000031 0.09667000000000002 -0.074304999999999996 -0.072054999999999994 0.10153500000000003 -0.41270499999999993 0.26676500000000009 0.19224000000000005 0.096520000000000022 -0.021529999999999997
decision_type=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 8 5 6 7 -5 11 10 -10 12 13 -2 -13 -16 -1 18 19 20 -18
right_child=2 -3 -4 4 -6 -7 -8 -9 9 -11 -12 14 -14 -15 15 -17 17 -19 -20 -21 -22
leaf_value=-0.00050613287772158873 -4.1823202022087497e-05 -0.0013874483101945043 -0.000484141758363177 0.00034631377180179143 0.00063888105007144959 -0.00044702001505923854 0.00091111542034129356 -5.5501122611286219e-05 -0.0010587729930961959 8.0755731438494416e-05 -0.00028020108657404334 -7.9365802696433027e-05 -0.00060851273521778115 0.00036866858085304145 0.00081754888936357668 4.8638403409977208e-05 -9.5840449359449042e-05 0.00035985917115755398 -0.00046228114715007488 -0.00030976041558417484 0.00016854959779511971
leaf_weight=48 1613 79 63 163 57 54 52 421 46 90 70 91 55 95 73 84 121 74 46 50 296
leaf_count=48 1613 79 63 163 57 54 52 421 46 90 70 91 55 95 73 84 121 74 46 50 296
internal_value=0 -0.000150377 -2.70014e-06 7.25675e-06 0.000124148 8.04399e-05 0.000126511 5.52475e-05 -3.17595e-05 -0.000296358 -0.000596003 -4.24786e-06 -3.73826e-05 -1.85121e-05 0.000228002 0.000411372 2.23672e-06 4.52016e-05 0 4.53291e-05 8.9869e-05
internal_weight=0 714 3027 2964 747 690 636 584 2217 206 116 2011 1763 1708 248 157 635 587 513 467 417
internal_count=3741 714 3027 2964 747 690 636 584 2217 206 116 2011 1763 1708 248 157 635 587 513 467 417
is_linear=0
shrinkage=0.0995203


Tree=8203
num_leaves=26
num_cat=0
split_feature=0 0 24 0 21 0 21 3 20 2 2 6 2 21 2 4 10 26 2 2 17 2 8 20 2
split_gain=0.00118064 0.00920845 0.00153717 0.00133428 0.0018428 0.00189618 0.000751262 0.00291524 0.00307071 0.00262046 0.00137281 0.00194813 0.0031528 0.00108576 0.000525901 0.00114585 0.00134753 0.000911851 0.000852181 0.00214516 0.00127642 0.000834212 0.00194236 0.000795289 0.000503747
threshold=-0.096019999999999994 -0.097424999999999998 -0.070254999999999998 -0.106285 0.094640000000000016 -0.10096999999999999 0.090285000000000018 0.10850000000000003 -0.060199999999999997 -0.00070500000000000001 0.13896000000000006 -0.095554999999999987 0.08666500000000002 -0.084759999999999988 -0.080914999999999987 0.10724500000000002 0.086165000000000019 0.11377500000000003 -0.079954999999999984 -0.079284999999999994 -0.0044799999999999987 -0.076254999999999989 -0.068099999999999994 -0.14878999999999998 0.096520000000000022
decision_type=2 2 2 2 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 5 -5 10 9 -9 -8 11 12 -1 -13 15 16 17 23 20 -20 -16 22 -21 -4 -23
right_child=2 -3 14 4 -6 -7 7 8 -10 -11 -12 13 -14 -15 18 -17 -18 -19 19 21 -22 24 -24 -25 -26
leaf_value=-8.9727438419478246e-06 0.00056753267937870741 -0.001413762805392795 -0.00043609340414632668 -0.00048918940626541769 -0.0007898254657223387 0.00039356377427669884 0.00011742544972871841 -0.00072450397386414421 0.00026630711928982815 0.0010553933368959139 0.00032272439963932693 -0.00043945811649449557 -0.0011158447068996531 9.3698580661825558e-05 -9.7477400193300636e-06 0.00043301737631444359 -0.00056836673868790311 -0.00047702835283156854 -0.00058316465914655456 0.00035198865879771583 0.00061214451683800622 -3.7913184023227572e-05 -0.00034984541469182449 -1.355288253087857e-05 0.00014411876109141314
leaf_weight=59 47 52 46 49 53 47 80 58 65 49 73 46 47 213 65 47 51 47 57 191 61 740 48 1261 189
leaf_count=59 47 52 46 49 53 47 80 58 65 49 73 46 47 213 65 47 51 47 57 191 61 740 48 1261 189
internal_value=0 -0.000128086 2.90547e-06 -4.7426e-05 -0.000317675 -4.84808e-05 9.7457e-06 0.000147681 -0.000194249 0.000480054 -6.77455e-05 -0.000148082 -0.000507479 0 -6.27002e-06 -4.81012e-05 -6.47783e-05 -4.52054e-05 3.80825e-05 1.20345e-05 0.00028483 4.1782e-05 0.000207609 -2.90506e-05 0
internal_weight=0 891 2850 839 149 96 690 252 123 129 438 365 106 259 2803 1452 1405 1354 1351 1225 126 1168 239 1307 929
internal_count=3741 891 2850 839 149 96 690 252 123 129 438 365 106 259 2803 1452 1405 1354 1351 1225 126 1168 239 1307 929
is_linear=0
shrinkage=0.0995203


Tree=8204
num_leaves=11
num_cat=0
split_feature=6 7 6 1 8 6 21 0 0 0
split_gain=0.00150275 0.00122709 0.000857722 0.00175533 0.00260406 0.00132292 0.000781997 0.000717306 0.00131596 0.00109194
threshold=0.23663500000000004 -0.22253999999999999 0.11884000000000002 -0.064534999999999995 -0.073029999999999984 0.11481500000000001 0.14680000000000004 -0.085605000000000001 -0.084665000000000004 -0.086025000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 6 7 9 -9 -3
right_child=-2 2 3 4 -6 -7 -8 8 -10 -11
leaf_value=0.00046231551269761899 -0.0005266676515090754 4.2561793333183741e-05 0.00063978898610152668 -0.00057365453740758701 0.00043022877331354878 -0.00047322706412390242 -0.00037347184918247098 -0.00034947980188343555 -9.6428297824883417e-06 0.00047819196998414627
leaf_weight=59 52 1388 63 47 56 59 54 121 1781 60
leaf_count=59 52 1388 63 47 56 59 54 121 1781 60
internal_value=0 1.19616e-05 4.41415e-06 0.000225529 -1.99061e-05 -5.94865e-06 1.90999e-06 8.20529e-06 -3.16927e-05 6.11781e-05
internal_weight=0 3688 3629 166 103 3463 3404 3350 1902 1448
internal_count=3740 3688 3629 166 103 3463 3404 3350 1902 1448
is_linear=0
shrinkage=0.0995203


Tree=8205
num_leaves=10
num_cat=0
split_feature=6 7 28 29 6 18 1 6 18
split_gain=0.00121848 0.00099505 0.000773867 0.000876656 0.000713384 0.00144449 0.00228189 0.00107865 0.000557959
threshold=0.23663500000000004 -0.22253999999999999 0.10017000000000002 0.097705000000000028 0.11884000000000002 -0.06656999999999999 -0.049499999999999995 0.11481500000000001 -0.011835
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 -7 8 -3
right_child=-2 2 -4 -5 5 6 -8 -9 -10
leaf_value=0.0004163057961280984 -0.00047425360035221331 -4.3982917753605262e-05 0.00038892325208128109 -0.00035542934036408087 0.00062966279367740235 -0.00040703355828801901 0.00052460968411598683 -0.00042613139476312947 3.8778906313418933e-05
leaf_weight=59 52 1411 51 68 54 60 46 59 1880
leaf_count=59 52 1411 51 68 54 60 46 59 1880
internal_value=0 1.0749e-05 3.92995e-06 -1.32887e-06 5.29798e-06 0.000210699 0 -4.26786e-06 3.04644e-06
internal_weight=0 3688 3629 3578 3510 160 106 3350 3291
internal_count=3740 3688 3629 3578 3510 160 106 3350 3291
is_linear=0
shrinkage=0.0995203


Tree=8206
num_leaves=12
num_cat=0
split_feature=7 28 21 9 22 3 3 1 3 9 3
split_gain=0.000834854 0.000650272 0.000690896 0.000984194 0.0006664 0.00057544 0.00119906 0.00154844 0.00110091 0.000904401 0.000890658
threshold=-0.22253999999999999 0.10017000000000002 -0.091104999999999992 0.083540000000000017 0.12953000000000006 0.11693000000000002 0.12274500000000002 0.007210000000000002 0.11462500000000002 0.10054500000000002 0.11125500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 7 -7 10 -8 -4
right_child=1 -3 4 -5 -6 6 9 -9 -10 -11 -12
leaf_value=0.00037487494395905315 -0.00056293261663333124 0.00035021757635185258 -1.1760628844338607e-05 2.7389126557848794e-06 -0.00030806829599522377 3.7523005867312434e-05 -0.00010000947155195902 0.00076308121705961907 -0.00039142596294346383 0.00022586212231642011 0.0002619437525681804
leaf_weight=59 53 51 2760 65 68 66 235 56 73 131 123
leaf_count=59 53 51 2760 65 68 66 235 56 73 131 123
internal_value=0 -2.34373e-06 -7.52259e-06 -0.000244397 2.0307e-07 6.52743e-06 0.00010679 0.000377276 -9.74775e-06 1.4391e-05 0
internal_weight=0 3681 3630 118 3512 3444 488 122 2956 366 2883
internal_count=3740 3681 3630 118 3512 3444 488 122 2956 366 2883
is_linear=0
shrinkage=0.0995203


Tree=8207
num_leaves=26
num_cat=0
split_feature=20 0 26 3 3 3 1 1 1 20 20 9 9 29 3 3 20 21 3 21 0 21 0 8 0
split_gain=0.00121562 0.000870975 0.00111384 0.00100558 0.00172465 0.0016479 0.000941926 0.00163356 0.00322455 0.00225572 0.000866455 0.00143218 0.000950535 0.000863398 0.00122057 0.00133594 0.00203422 0.00107068 0.000816453 0.00222071 0.00186838 0.000777033 0.000556711 0.000499781 0.000263833
threshold=-0.41270499999999993 -0.093765000000000001 -0.23202999999999999 0.11693000000000002 0.11462500000000002 0.11125500000000002 0.18123500000000006 0.0022300000000000006 0.018150000000000003 -0.063689999999999983 -0.077044999999999988 0.11222500000000002 -0.063329999999999984 -0.049035000000000002 0.10502000000000002 0.11693000000000002 -0.058504999999999995 0.090585000000000013 0.086605000000000029 0.08500000000000002 -0.16969499999999998 0.11987500000000002 -0.17809 -0.012329999999999999 -0.14795
decision_type=2 2 2 2 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 5 21 7 18 -9 -10 -5 12 -12 -8 17 16 -16 -15 19 -2 -20 -4 -17 -11 -22
right_child=1 2 3 10 -6 -7 13 8 9 23 11 -13 -14 14 15 22 -18 -19 20 -21 24 -23 -24 -25 -26
leaf_value=-0.00050504296248160411 -7.9088853920018258e-05 -0.00040529957612121147 -2.7021210193133861e-05 0.00041201663852932687 -0.00062432165360392202 0.00043730669687708023 0.00033826744589721553 0.0009956850799373077 0.00059679193551577655 7.2745932067853436e-05 0.00015640414264957563 0.00040378666143513599 -0.00026703255726647819 -0.00074110399833233207 -0.00018447032456723534 -0.00048351072379125185 0.00069670320112670016 -4.5107593904969678e-05 -0.00062548928172640025 0.00077750448424868752 -0.00013143512300869999 -0.00042169603385449098 0 -0.00034420790177587204 0.00012510889998528537
leaf_weight=46 76 72 2100 90 48 75 50 61 69 55 91 84 120 47 47 46 55 46 48 48 50 51 50 54 161
leaf_count=46 76 72 2100 90 48 75 50 61 69 55 91 84 120 47 47 46 55 46 48 48 50 51 50 54 161
internal_value=0 9.62174e-06 -1.88259e-05 -8.05318e-06 -3.35264e-05 -2.04192e-05 9.11474e-05 0.000164286 0.00036882 0.000149396 0.000140278 5.45999e-05 -8.05332e-05 -3.98606e-05 -0.000107644 2.81939e-05 0.000282647 -0.00040565 3.45157e-05 0.000245894 -6.35241e-05 -3.67595e-05 -0.000233635 -0.000126308 6.04367e-05
internal_weight=0 3694 2731 2659 2274 2226 963 622 239 178 385 295 211 341 291 198 102 93 383 124 259 2151 96 109 211
internal_count=3740 3694 2731 2659 2274 2226 963 622 239 178 385 295 211 341 291 198 102 93 383 124 259 2151 96 109 211
is_linear=0
shrinkage=0.0995203


Tree=8208
num_leaves=20
num_cat=0
split_feature=5 5 18 2 8 21 8 21 0 8 3 2 21 26 11 18 26 21 21
split_gain=0.00695957 0.10818 0.00844909 0.00164376 0.000856412 0.00275791 0.00743527 0.00179732 0.0026098 0.00498507 0.0019243 0.00150881 0.000734247 0.000839666 0.00140537 0.000913732 0.00174483 0.000942044 0.000472521
threshold=0.064585000000000017 0.070325000000000013 -0.10387 -0.241895 -0.073999999999999996 0.10384500000000002 -0.080724999999999991 0.11787000000000002 -0.052884999999999995 -0.00076499999999999995 0.11089500000000001 -0.08569499999999998 0.12860500000000005 -0.2382 -0.37931999999999999 0.11362500000000002 0.11624000000000002 0.09865500000000002 0.13765500000000006
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 -3 5 6 11 8 9 -6 -10 -5 13 -4 -15 17 -17 -16 -9
right_child=1 3 12 4 7 -7 -8 18 10 -11 -12 -13 -14 14 15 16 -18 -19 -20
leaf_value=0.0010180151179852979 -0.0047738665390246503 0.00055932433467383534 0.00041828730829747727 0.00028297413669300665 0.0012763735835414245 0.00037722749441366604 -0.0014581213188247461 -0.00042311520433929256 0.00018857526967968274 -1.4581377843444249e-05 -0.00044167020443596443 -0.00032945042322242196 0.00029027334662628054 -0.00050866785039059515 4.3574263250001374e-05 -1.2263824937595591e-05 -0.00060214607134690735 -0.00017627986758747977 -2.9417538006020322e-05
leaf_weight=85 50 49 47 77 52 66 47 76 132 66 75 82 90 54 2160 188 69 211 58
leaf_count=85 50 49 47 77 52 66 47 76 132 66 75 82 90 54 2160 188 69 211 58
internal_value=0 -0.000286329 4.03238e-05 2.84332e-07 -3.60691e-05 -0.000176625 -0.000358047 4.54399e-05 0.000173407 0.000547377 -3.58199e-05 -2.77189e-05 1.05535e-05 1.02865e-06 -5.97826e-06 4.03948e-06 -0.000173822 2.36637e-05 -0.000258818
internal_weight=0 830 2904 780 731 272 206 459 325 118 207 159 2819 2729 2682 2628 257 2371 134
internal_count=3734 830 2904 780 731 272 206 459 325 118 207 159 2819 2729 2682 2628 257 2371 134
is_linear=0
shrinkage=0.0995203


Tree=8209
num_leaves=19
num_cat=0
split_feature=5 5 2 17 0 4 4 26 9 4 21 2 24 23 38 5 7 0
split_gain=0.00564643 0.0877149 0.00281658 0.0142353 0.00142953 0.00126213 0.00349374 0.000984416 0.00385101 0.00125154 0.000918063 0.000668588 0.000690917 0.000763051 0.000784417 0.000304576 0.000483717 0.00054869
threshold=0.064585000000000017 0.070325000000000013 -0.10018999999999999 -0.091869999999999993 0.12433000000000002 0.11541000000000003 0.10373000000000003 0.096980000000000025 0.10153500000000003 0.085990000000000025 0.12860500000000005 -0.095204999999999998 0.083550000000000027 -0.063684999999999992 -0.07453499999999999 -0.46834999999999999 0.056805000000000015 -0.073914999999999995
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 9 -9 -3 11 -4 13 -13 -15 -5 17 -17
right_child=1 4 10 15 -6 -7 -8 8 -10 -11 -12 12 -14 14 -16 16 -18 -19
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leaf_weight=46 50 412 51 61 89 54 47 48 49 81 82 50 47 66 2336 68 47 50
leaf_count=46 50 412 51 61 89 54 47 48 49 81 82 50 47 66 2336 68 47 50
internal_value=0 -0.000257932 3.62827e-05 0.000341207 4.71509e-08 -4.7254e-05 -8.74767e-05 -2.0274e-05 0.000267637 -7.85824e-05 4.45982e-06 -5.7648e-06 1.18869e-06 8.75997e-06 1.7096e-05 1.2742e-05 8.63333e-05 -1.46016e-05
internal_weight=0 830 2904 272 780 691 637 590 97 493 2632 2550 2499 2452 2402 226 165 118
internal_count=3734 830 2904 272 780 691 637 590 97 493 2632 2550 2499 2452 2402 226 165 118
is_linear=0
shrinkage=0.0995203


Tree=8210
num_leaves=31
num_cat=0
split_feature=1 18 18 3 2 5 18 26 18 17 18 3 6 6 1 26 26 8 1 1 2 17 18 1 5 2 18 24 18 5
split_gain=0.00500497 0.0103485 0.0259715 0.010046 0.00428595 0.0114559 0.00219081 0.00110956 0.00126371 0.00191733 0.00194478 0.000935693 0.000793835 0.000720112 0.000538067 0.00151856 0.00189581 0.00107598 0.000707306 0.00265941 0.000836958 0.00186476 0.000796666 0.00238198 0.000801932 0.000750446 0.00165 0.000722355 0.000273879 0.000226426
threshold=-0.088495000000000004 -0.087529999999999983 -0.092084999999999986 0.084380000000000024 -0.11700999999999999 -0.087105000000000002 -0.13579499999999997 0.087745000000000031 0.027500000000000007 -0.01857 -0.011569999999999999 0.088685000000000028 0.089985000000000023 0.086965000000000028 -0.083684999999999996 0.091195000000000012 0.088325000000000028 -0.085605000000000001 -0.010395 -0.011964999999999998 -0.086304999999999993 -1.0000000180025095e-35 0.11835500000000003 -0.067015000000000005 -0.0071849999999999995 -0.082484999999999989 -0.011039999999999999 0.083550000000000027 0.10435500000000002 -0.46834999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 -5 8 9 10 -3 -9 -13 -8 15 16 17 -6 19 22 21 -20 24 -24 -16 26 -22 -27 -10 -2
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leaf_weight=51 60 49 58 76 51 46 59 71 63 52 51 63 46 61 590 53 59 59 83 58 57 53 53 69 407 1111 55 47 73 50
leaf_count=51 60 49 58 76 51 46 59 71 63 52 51 63 46 61 590 53 59 59 83 58 57 53 53 69 407 1111 55 47 73 50
internal_value=0 -0.000251603 -0.000702812 -0.00025412 3.26485e-05 0.000540405 6.56389e-05 4.07044e-05 0.000163222 0.000361121 0.00061736 -0.000150776 2.53125e-05 0.000333928 4.11782e-06 0.000152991 2.34663e-06 0.000251255 -8.3604e-06 -6.55397e-05 3.89236e-05 0.000273875 -3.07175e-05 -0.000270791 -5.19304e-07 1.31188e-05 -0.000231861 3.75198e-05 -5.19394e-05 -3.68392e-06
internal_weight=0 773 305 247 2961 156 196 468 288 152 100 180 109 120 2805 222 169 110 2583 1177 1406 136 1119 122 997 1270 112 1158 136 110
internal_count=3734 773 305 247 2961 156 196 468 288 152 100 180 109 120 2805 222 169 110 2583 1177 1406 136 1119 122 997 1270 112 1158 136 110
is_linear=0
shrinkage=0.0995203


Tree=8211
num_leaves=23
num_cat=0
split_feature=5 5 5 18 8 2 8 2 5 19 27 7 9 9 8 2 2 6 4 4 6 8
split_gain=0.00422038 0.0117958 0.0665266 0.00903277 0.00124607 0.00209206 0.0026114 0.00124361 0.00108975 0.00118506 0.000622227 0.000879446 0.00072354 0.00164957 0.00207256 0.00112442 0.00146048 0.0010774 0.00058502 0.00152681 0.000527791 0.000426996
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decision_type=2 2 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 -6 -3 21 18 -5 12 13 17 -15 -14 -17 -12 19 -10 -7 -9
right_child=1 7 -4 10 5 20 -8 8 9 -11 11 -13 15 14 -16 16 -18 -19 -20 -21 -22 -23
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leaf_weight=65 86 49 49 48 50 48 63 47 501 51 1468 58 52 71 133 49 53 591 51 47 46 58
leaf_count=65 86 49 49 48 50 48 63 47 501 51 1468 58 52 71 133 49 53 591 51 47 46 58
internal_value=0 -0.000182535 -0.000672172 4.67626e-05 -0.000101682 -0.000235854 -0.000525646 2.47249e-05 -5.73585e-06 -5.48523e-05 1.65909e-05 9.36866e-06 1.88809e-05 4.30753e-06 -0.00026521 0.000227719 2.72453e-05 3.14082e-05 -1.42349e-05 -4.55422e-05 0.000103804 0.000290522
internal_weight=0 1146 342 2588 293 207 113 804 755 650 2523 2475 2417 2263 204 154 102 2059 599 548 94 105
internal_count=3734 1146 342 2588 293 207 113 804 755 650 2523 2475 2417 2263 204 154 102 2059 599 548 94 105
is_linear=0
shrinkage=0.0995203


Tree=8212
num_leaves=13
num_cat=0
split_feature=28 5 11 17 17 5 5 5 6 5 5 18
split_gain=0.0122739 0.00236931 0.00224569 0.00107411 0.00349371 0.00156075 0.00308805 0.00188261 0.00155034 0.00345019 0.00180214 0.000611551
threshold=0.083225000000000021 0.6362850000000001 -0.37931999999999999 -0.55157999999999996 -0.56368999999999991 0.057175000000000011 0.070325000000000013 0.063170000000000018 0.11816500000000002 -0.042209999999999991 0.030400000000000007 -0.14624999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 8 7 -7 10 -10 -5 -8
right_child=-2 -3 3 5 -6 6 11 -9 9 -11 -12 -13
leaf_value=-0.00063766550047342099 0.0012870943489844001 0.00067475735828132107 6.0061951888159102e-05 -5.2435737777711267e-05 -0.0010012076816534458 0.0001342517363964339 -0.0001309988611551453 0.0009331521014606304 4.1484170535505928e-05 -0.0010182268120871145 0.00049838554223335257 8.5302048715190929e-05
leaf_weight=62 71 46 85 2540 47 58 192 65 70 52 60 393
leaf_count=62 71 46 85 2540 47 58 192 65 70 52 60 393
internal_value=0 -3.39254e-05 -4.31467e-05 -3.25687e-05 -0.000311613 -2.15913e-05 0.00010965 0.000563091 -5.60283e-05 -0.000403486 -3.94096e-05 1.29116e-05
internal_weight=0 3670 3624 3562 132 3430 708 123 2722 122 2600 585
internal_count=3741 3670 3624 3562 132 3430 708 123 2722 122 2600 585
is_linear=0
shrinkage=0.0995203


Tree=8213
num_leaves=20
num_cat=0
split_feature=28 6 26 26 5 17 0 0 0 18 19 0 3 3 0 4 6 0 2
split_gain=0.00995149 0.00194639 0.002131 0.00356995 0.010979 0.00384199 0.00168747 0.0023645 0.00233587 0.00129673 0.00132451 0.00128231 0.00152735 0.00150405 0.0012715 0.00125709 0.00119454 0.000756628 0.000492476
threshold=0.083225000000000021 -0.53620499999999993 0.087745000000000031 0.088875000000000023 -0.010424999999999999 -0.000475 -0.084894999999999984 -0.085605000000000001 -0.084154999999999994 -0.078409999999999994 0.10876500000000001 -0.071029999999999996 0.092395000000000019 0.10057000000000002 -0.086109999999999992 0.10098000000000003 -0.23827499999999999 -0.073464999999999989 -0.08342999999999999
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 -4 7 14 -8 15 -11 17 -13 -14 16 -10 -3 18 -5
right_child=-2 2 3 11 -6 -7 8 -9 9 10 -12 12 13 -15 -16 -17 -18 -19 -20
leaf_value=-0.00060802207122499948 0.0011590025401991327 0.00032240250067062519 0.00071780451038204181 -0.000153837222968647 -0.00147457275031104 -0.00042415070801719303 0.00083501130865574612 -0.00063046595758577573 0.00015515961637959153 -6.6021545177492299e-05 0.00040616732946236166 -0.00074411638674775206 0.000383958880082927 -0.00022132498846132913 0.00048167860288080342 0.00063085639698241239 -5.9972254087049612e-05 0.00031649061910361652 2.3567704394508711e-05
leaf_weight=57 71 88 52 201 73 66 46 63 342 436 68 47 47 272 51 68 960 73 660
leaf_count=57 71 88 52 201 73 66 46 63 342 436 68 47 47 272 51 68 960 73 660
internal_value=0 -3.04825e-05 -2.11445e-05 -0.000112477 -0.000514722 7.21464e-05 4.26433e-05 -3.74673e-05 0.000140463 0.000104612 -6.89232e-07 -5.27477e-05 -0.000210732 -0.000129579 -2.72889e-06 0.000236052 -2.70833e-05 8.28397e-06 -1.68966e-05
internal_weight=0 3670 3613 1491 191 118 2122 1162 960 914 504 1300 366 319 1099 410 1048 934 861
internal_count=3741 3670 3613 1491 191 118 2122 1162 960 914 504 1300 366 319 1099 410 1048 934 861
is_linear=0
shrinkage=0.0995203


Tree=8214
num_leaves=14
num_cat=0
split_feature=28 29 5 26 26 17 17 5 5 17 17 9 5
split_gain=0.00807987 0.00184906 0.00178893 0.00131143 0.00873092 0.000904704 0.00148779 0.00139461 0.00295801 0.000647196 0.000645538 0.000847146 0.000611118
threshold=0.082705000000000015 -0.117605 0.6362850000000001 0.088245000000000032 0.088605000000000017 -0.55286000000000002 -0.5696199999999999 0.06136500000000001 0.089620000000000019 0.048565000000000011 -0.467555 0.092605000000000021 -0.052494999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 -3 9 -9 -7 11 -6 -12
right_child=-2 2 -4 4 10 7 -8 8 -10 -11 12 -13 -14
leaf_value=-0.0006420176227973322 0.0010224278460372153 8.0154173738790368e-05 0.00059640363463590992 -0.0013211705478646508 -0.00049680732478027726 -3.7071482932096011e-05 -0.00066573441761370573 0.00081538617631433214 7.585608943892873e-05 0.00010716002246019372 -0.00010665090555963852 -2.9975218917124571e-05 3.7630681157029832e-05
leaf_weight=48 74 54 46 56 71 1305 49 66 303 403 514 93 659
leaf_count=48 74 54 46 56 71 1305 49 66 303 403 514 93 659
internal_value=0 -2.78523e-05 -1.94802e-05 -2.76384e-05 -0.000103161 2.02445e-05 -0.000266738 3.48704e-05 0.000210348 -2.56099e-06 -5.1533e-05 -0.000237071 -2.48946e-05
internal_weight=0 3667 3619 3573 1393 2180 103 2077 369 1708 1337 164 1173
internal_count=3741 3667 3619 3573 1393 2180 103 2077 369 1708 1337 164 1173
is_linear=0
shrinkage=0.0995203


Tree=8215
num_leaves=19
num_cat=0
split_feature=28 11 26 26 21 3 21 20 20 3 5 5 6 0 0 9 5 3
split_gain=0.006572 0.0018192 0.00166421 0.00697881 0.0012672 0.00186239 0.00170083 0.00120822 0.00373815 0.00153236 0.00117079 0.00233478 0.00102558 0.000951572 0.00146063 0.00161278 0.000702563 0.00156933
threshold=0.083225000000000021 -0.37931999999999999 0.088245000000000032 0.088605000000000017 -0.032929999999999994 0.085845000000000019 -0.010234999999999999 -0.042414999999999994 -0.0088249999999999978 0.097595000000000029 0.06136500000000001 0.073820000000000011 0.08846500000000003 -0.071029999999999996 -0.067345000000000002 0.09271500000000002 -0.4345 0.11125500000000002
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 -6 9 -9 -7 12 -12 -8 16 -15 -16 -5 -18
right_child=-2 2 3 13 6 7 10 8 -10 -11 11 -13 -14 14 15 -17 17 -19
leaf_value=-0.0005596025250349712 0.00094190606413654954 -0.00072961761964542764 -0.0011896875586999488 -0.00034894274718074418 0.00052090819263914795 0.00015548378979690785 -3.0429341498997313e-05 0.0008333618632833746 -0.00038362075339262372 -0.00049968636957721676 0.00077747680163605401 9.786309520906243e-05 0.00022926317278127266 -0.00054402323467048598 -0.00049979630682559005 6.0438481776618253e-05 -1.3036287706131322e-05 0.00055969421056534425
leaf_weight=62 71 47 56 55 79 58 1209 50 49 85 58 404 172 89 67 205 875 50
leaf_count=62 71 47 56 55 79 58 1209 50 49 85 58 404 172 89 67 205 875 50
internal_value=0 -2.47181e-05 -1.52997e-05 -0.000100493 3.81584e-05 -0.000155283 6.7671e-05 -4.03553e-05 0.000222748 -0.000228228 4.77988e-05 0.000184955 1.32192e-06 -5.43975e-05 -0.000192561 -7.45509e-05 -2.66723e-06 1.70371e-05
internal_weight=0 3670 3608 1397 2211 289 1922 242 99 143 1843 462 1381 1341 361 272 980 925
internal_count=3741 3670 3608 1397 2211 289 1922 242 99 143 1843 462 1381 1341 361 272 980 925
is_linear=0
shrinkage=0.0995203


Tree=8216
num_leaves=21
num_cat=0
split_feature=24 19 26 2 26 18 5 9 6 2 9 9 9 5 1 1 6 18 18 7
split_gain=0.00141894 0.0013587 0.00131601 0.00142043 0.0021225 0.00168709 0.00171186 0.000921458 0.000950736 0.00318213 0.00123435 0.00356773 0.00157124 0.000576261 0.00054257 0.00185432 0.00233291 0.00115304 0.00156967 0.000546122
threshold=0.10415500000000003 -0.050215000000000003 0.11624000000000002 -0.0083149999999999995 0.11880500000000002 0.11061000000000003 -0.07965499999999999 0.087495000000000031 0.11816500000000002 -0.073884999999999992 0.098720000000000016 0.10078500000000003 0.094565000000000024 0.5124350000000002 -0.083284999999999984 -0.080349999999999991 0.086655000000000024 -0.14624999999999996 -0.093649999999999997 0.078125000000000014
decision_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 7 4 -4 6 -6 14 10 -10 12 -12 -9 -1 17 16 -16 -3 -19 -17
right_child=-2 2 3 -5 5 -7 -8 8 9 -11 11 -13 -14 -15 15 19 -18 18 -20 -21
leaf_value=-0.00061904405411408801 -0.00053480136093078862 -0.00038479296962646447 -0.0005788914767302976 -0.00055691123231130441 0.00025987997726049748 0.00047466453889517211 -0.00045714265058805457 0.00011437602286612355 -0.00068756682607934438 0.00031690230842623814 -0.00082039386693025208 9.6484709566980036e-05 0.00043011344708955665 -0.00010135049893243002 -3.1560780648623526e-05 8.8722771519067568e-06 -0.00095702727251561787 0.0004927517666726926 3.5803270528135845e-05 -0.0003181975493158923
leaf_weight=46 48 50 60 73 61 74 70 824 60 64 50 260 197 48 66 1055 48 90 462 53
leaf_count=46 48 50 60 73 61 74 70 824 60 64 50 260 197 48 66 1055 48 90 462 53
internal_value=0 9.69815e-06 1.96207e-05 -0.000166894 -5.63661e-05 9.2575e-05 -0.000117013 3.90963e-05 9.82068e-05 -0.000162529 0.000123113 -4.87583e-05 0.000176099 -0.000363399 -7.60717e-06 -4.61074e-05 -0.000428412 6.91846e-05 0.000111789 -6.03394e-06
internal_weight=0 3711 3617 338 265 205 131 3279 1455 124 1331 310 1021 94 1824 1222 114 602 552 1108
internal_count=3759 3711 3617 338 265 205 131 3279 1455 124 1331 310 1021 94 1824 1222 114 602 552 1108
is_linear=0
shrinkage=0.0995203


Tree=8217
num_leaves=20
num_cat=0
split_feature=25 19 26 18 9 9 0 0 9 2 2 9 5 1 1 5 18 18 18
split_gain=0.00143444 0.00111367 0.0010801 0.00115596 0.00222133 0.00235754 0.00405897 0.00120844 0.000776829 0.000957259 0.00110116 0.000933761 0.000461879 0.000435466 0.00151458 0.00141632 0.000936613 0.00127113 0.000494519
threshold=0.10444500000000002 -0.050215000000000003 0.11624000000000002 0.11835500000000003 0.09310000000000003 0.11296000000000002 -0.074819999999999984 -0.070134999999999989 0.087495000000000031 -0.035314999999999992 -0.060455000000000002 0.087885000000000019 0.5124350000000002 -0.083284999999999984 -0.080349999999999991 -0.088174999999999989 -0.14624999999999996 -0.093649999999999997 -0.10303999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 8 4 7 6 -6 -4 13 10 11 -10 -1 16 15 -15 -3 -18 -16
right_child=-2 2 3 -5 5 -7 -8 -9 9 -11 -12 -13 -14 14 18 -17 17 -19 -20
leaf_value=-0.00055743667356768364 -0.00052172875903407881 -0.00034649829350325646 -5.0375981487189731e-05 -0.00050223993167194936 -0.00015500843278706014 -0.00031860521013272341 0.0010886204904308795 -0.00074407520782695732 0.000426516378897581 -0.0003052982280680998 0.00058424197877415536 6.8934166046176755e-05 -9.1264063050177654e-05 -7.9648270202821032e-06 -0.00024687969269718599 -0.00072547937054745438 0.00044371300072490433 3.2240102079286548e-05 1.2781578281963154e-05
leaf_weight=46 51 50 52 73 50 58 52 53 78 57 47 1268 48 55 78 59 90 462 1032
leaf_count=46 51 50 52 73 50 58 52 53 78 57 47 1268 48 55 78 59 90 462 1032
internal_value=0 9.61599e-06 1.86265e-05 -0.000150285 -5.02417e-05 0.000179634 0.000470973 -0.000408326 3.63037e-05 9.07261e-05 0.000107519 9.02641e-05 -0.0003281 -6.46398e-06 -4.09527e-05 -0.000386491 6.22993e-05 0.000100811 -4.7274e-06
internal_weight=0 3708 3614 338 265 160 102 105 3276 1450 1393 1346 94 1826 1224 114 602 552 1110
internal_count=3759 3708 3614 338 265 160 102 105 3276 1450 1393 1346 94 1826 1224 114 602 552 1110
is_linear=0
shrinkage=0.0995203


Tree=8218
num_leaves=19
num_cat=0
split_feature=25 6 26 8 0 8 21 26 1 8 6 0 17 17 21 0 6 26
split_gain=0.00116251 0.00103819 0.000916861 0.00243845 0.00086498 0.00187573 0.000875492 0.000657534 0.00304891 0.00797733 0.00196589 0.000581516 0.000572563 0.001038 0.00179399 0.000698368 0.000875396 0.000644376
threshold=0.10444500000000002 0.23663500000000004 0.11624000000000002 -0.069785 -0.070134999999999989 -0.046889999999999994 0.086835000000000009 0.099855000000000013 -0.083284999999999984 -0.073029999999999984 0.090195000000000011 -0.076154999999999987 0.0041300000000000009 -0.00265 0.08500000000000002 -0.059114999999999994 0.11816500000000002 0.096155000000000018
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 11 6 -6 -5 12 -9 -10 -11 -4 13 17 -15 16 -14 -1
right_child=-2 -3 3 4 5 -7 -8 8 9 10 -12 -13 15 14 -16 -17 -18 -19
leaf_value=2.0969774577210333e-05 -0.00046980624522012548 -0.0004413615268449162 -0.00028481098087545104 0.0004643216665943623 -0.00052330881225282153 0.00024412257985535879 -4.3887244334798903e-05 -0.00039117914603892435 0.0013619853871437838 0.00030010403963870761 -0.00056105682132305643 -0.00080663384921315852 -4.6001197658766459e-05 4.7840693778739593e-05 0.00047771422475150339 0.00024881323218006843 -0.00043358113805666191 -0.00033409472607314318
leaf_weight=1736 51 50 48 65 67 58 64 62 58 57 48 50 692 329 139 69 64 52
leaf_count=1736 51 50 48 65 67 58 64 62 58 57 48 50 692 329 139 69 64 52
internal_value=0 8.52717e-06 1.49003e-05 -0.000137363 2.22477e-05 -0.000160672 0.000205841 3.13599e-05 0.000195994 0.000424358 -8.57731e-05 -0.000559401 1.90713e-05 4.52088e-05 0.000177266 -5.14108e-05 -7.98951e-05 1.01857e-05
internal_weight=0 3708 3658 352 254 125 129 3306 225 163 105 98 3081 2256 468 825 756 1788
internal_count=3759 3708 3658 352 254 125 129 3306 225 163 105 98 3081 2256 468 825 756 1788
is_linear=0
shrinkage=0.0995203


Tree=8219
num_leaves=26
num_cat=0
split_feature=6 0 0 19 8 4 0 0 8 20 1 6 8 8 6 0 8 1 3 5 17 3 5 5 3
split_gain=0.00101168 0.00313428 0.00140456 0.000909737 0.000519056 0.00138305 0.000679841 0.00489522 0.00385965 0.00122618 0.00143904 0.00114839 0.000604059 0.000891166 0.00146791 0.000801034 0.000532777 0.00102218 0.000421152 0.000411561 0.000855767 0.00125649 0.000640001 0.000821346 0.000588813
threshold=-0.425425 -0.11524 -0.057604999999999996 -0.050215000000000003 -0.093384999999999982 0.13210500000000003 -0.095649999999999999 -0.1021 -0.014194999999999999 -0.042414999999999994 0.015980000000000005 -0.13803499999999999 -0.088634999999999992 -0.08731499999999999 -0.01146 -0.085754999999999984 -0.089594999999999994 -0.079434999999999992 0.11252000000000002 -0.084089999999999984 0.066010000000000027 0.093835000000000016 -0.014739999999999998 0.043850000000000007 0.10325000000000002
decision_type=2 2 2 2 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 19 7 9 -9 10 -6 -11 16 14 -14 -15 17 -8 -2 20 24 -22 -21 -24 -5
right_child=3 2 -4 4 6 -7 12 8 -10 11 -12 -13 13 15 -16 -17 -18 -19 -20 22 21 -23 23 -25 -26
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leaf_weight=53 46 87 49 87 84 78 87 54 46 63 112 142 53 378 73 1729 46 61 47 74 63 52 54 88 53
leaf_count=53 46 87 49 87 84 78 87 54 46 63 112 142 53 378 73 1729 46 61 47 74 63 52 54 88 53
internal_value=0 -0.000222588 2.45755e-05 1.36474e-05 2.20827e-05 -6.61679e-05 3.89092e-05 0.000144673 0.000767721 -8.65934e-06 -0.000188562 0.000159352 1.67394e-05 1.73461e-06 -0.000254948 1.74729e-05 0.000185229 8.64878e-05 -0.000292921 -0.000131682 -0.000217785 -9.26066e-06 -2.62436e-05 -0.000153248 -0.000383225
internal_weight=0 189 136 3570 3477 549 2928 501 100 401 196 205 2427 2233 126 2107 194 148 93 471 255 115 216 142 140
internal_count=3759 189 136 3570 3477 549 2928 501 100 401 196 205 2427 2233 126 2107 194 148 93 471 255 115 216 142 140
is_linear=0
shrinkage=0.0995203


Tree=8220
num_leaves=14
num_cat=0
split_feature=2 6 1 3 3 29 2 21 29 3 1 2 6
split_gain=0.00149533 0.00114337 0.00119806 0.00138283 0.0010885 0.00108428 0.000793311 0.00093458 0.000529469 0.000869049 0.000654722 0.000618857 0.000615203
threshold=-0.24206999999999998 -0.425425 0.50996500000000011 0.11523000000000001 0.14058000000000004 0.096845000000000028 0.11392500000000001 0.088715000000000016 -0.081409999999999996 0.082595000000000016 -0.047889999999999995 -0.01504 -0.104035
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 7 -6 10 11 -3 -10 -11
right_child=1 4 3 -5 6 -7 -8 -9 9 12 -12 -13 -14
leaf_value=-0.00053985440020548549 -0.00065250296449059992 8.3761340377675765e-05 0.00024145868171914856 -0.00040986122427515679 0.00074844491939975275 -0.00045776816884496297 0 0.00014366282150921644 0.00010078126901446967 0.00013800446773519604 -0.00034960556349874713 0.00052798954176411011 -1.0040652553346461e-05
leaf_weight=51 51 53 65 63 49 50 79 61 114 310 87 52 2657
leaf_count=51 51 53 65 63 49 50 79 61 114 310 87 52 2657
internal_value=0 2.5981e-06 -0.000242481 -7.27174e-05 1.53224e-05 1.86071e-06 0.000247675 0.000420508 9.13236e-06 1.78316e-05 -0.000179698 0.000239537 5.15158e-06
internal_weight=0 3691 179 128 3512 3323 189 110 3273 3133 140 166 2967
internal_count=3742 3691 179 128 3512 3323 189 110 3273 3133 140 166 2967
is_linear=0
shrinkage=0.0995203


Tree=8221
num_leaves=19
num_cat=0
split_feature=2 26 8 9 9 5 9 26 1 18 1 5 9 26 5 5 20 8
split_gain=0.00121275 0.000696422 0.00271112 0.00108565 0.00210668 0.00136449 0.00693278 0.00389293 0.00124901 0.00116865 0.00384048 0.00234539 0.00104782 0.000796806 0.00135731 0.00212239 0.00146494 0.000666746
threshold=-0.24206999999999998 0.15222000000000005 0.053925000000000008 0.095415000000000014 0.094685000000000033 0.054660000000000007 0.093535000000000021 0.095610000000000014 -0.50954999999999984 0.022040000000000008 -0.076894999999999991 -0.06515 0.092150000000000024 0.099855000000000013 0.058505000000000008 -0.25464999999999999 -0.073489999999999986 -0.065919999999999992
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 12 8 -7 13 -11 -12 -2 14 15 -5 -16 -15
right_child=1 2 -4 9 -6 7 -8 -9 -10 10 11 -13 -14 17 16 -17 -18 -19
leaf_value=-0.00048612800100652945 -1.411567901405338e-05 -9.6024499162228669e-05 0.00080997080490694407 -1.8778583184484674e-08 0.00065430366986354903 -0.00035773791493885955 -0.0011294633033154598 0.0010055139721406171 0.00012302328181280323 -0.00097328136611158451 0.00030215261730934863 -0.00046650754053273138 0.00029825235073906089 0.00048564597734214866 -0.00023362618830788788 -0.00071529034059118627 0.00035817084967767549 -8.0267242995918328e-06
leaf_weight=51 2102 91 50 103 51 60 55 48 458 62 86 72 112 48 72 71 95 55
leaf_count=51 2102 91 50 103 51 60 55 48 458 62 86 72 112 48 72 71 95 55
internal_value=0 2.37656e-06 0.000219445 -6.01443e-06 2.01411e-05 8.44411e-06 -2.57327e-05 0.000146899 6.57563e-05 -0.000120929 -0.00030885 -4.29418e-05 1.31639e-06 -2.59718e-05 -0.000100883 -0.000296587 9.81229e-05 0.000214087
internal_weight=0 3691 141 3550 2886 2835 2269 566 518 664 220 158 2214 444 341 174 167 103
internal_count=3742 3691 141 3550 2886 2835 2269 566 518 664 220 158 2214 444 341 174 167 103
is_linear=0
shrinkage=0.0995203


Tree=8222
num_leaves=13
num_cat=0
split_feature=2 6 0 9 3 9 1 4 8 2 10 2
split_gain=0.000983151 0.000919453 0.00124458 0.00141902 0.000881717 0.00444658 0.00510862 0.000689582 0.00165234 0.00145807 0.000659775 0.00101558
threshold=-0.24206999999999998 -0.425425 -0.11524 0.10341500000000002 0.14058000000000004 0.11351500000000002 0.10637500000000003 0.11995000000000003 -0.071594999999999992 0.31326500000000007 0.090150000000000022 -0.23128999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 6 -6 9 -9 10 11 -3
right_child=1 4 3 -5 5 -7 -8 8 -10 -11 -12 -13
leaf_value=-0.00043774840686622329 -0.00062346829655353419 0.00047190742702500914 0.00023226502047427443 -0.00044438562886233427 4.0007171426514644e-05 -0.00059691537374450621 0.001291685645886616 -0.00064534779732598486 0.00012021557399766263 0.00054322936268857047 -0.00033097399305911604 4.9752076520967733e-07
leaf_weight=51 53 46 74 52 89 48 52 53 56 50 58 3060
leaf_count=51 53 46 74 52 89 48 52 53 56 50 58 3060
internal_value=0 2.07383e-06 -0.000217678 -4.04907e-05 1.35072e-05 0.000222626 0.000507425 1.36696e-06 -0.000244521 9.96073e-06 1.27486e-06 7.74269e-06
internal_weight=0 3691 179 126 3512 189 141 3323 109 3214 3164 3106
internal_count=3742 3691 179 126 3512 189 141 3323 109 3214 3164 3106
is_linear=0
shrinkage=0.0995203


Tree=8223
num_leaves=15
num_cat=0
split_feature=17 29 21 9 7 29 4 17 30 8 8 29 30 8
split_gain=0.00103301 0.000931077 0.00164786 0.000832375 0.00110037 0.000922284 0.00154881 0.00343871 0.000979094 0.000797951 0.00103475 0.00091181 0.000614484 0.000603058
threshold=-0.56137499999999996 0.096845000000000028 0.088120000000000018 -0.042790000000000002 -0.074334999999999998 -0.055059999999999998 0.14154500000000006 -0.0069749999999999994 0.090320000000000025 0.24614500000000003 0.14247500000000005 -0.0057599999999999995 0.086750000000000022 0.03530500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 3 -3 5 -5 8 7 -7 12 10 11 -6 -2 -1
right_child=1 2 -4 4 9 6 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-6.0456031280423739e-05 0 -0.0007255423537952917 6.4977284388911954e-05 -0.00048004501495971252 -0.00024875712794498675 7.375437562498142e-06 -0.000106915327072053 0.0011925355270695609 -0.00023126503223951279 -0.00038500804223708644 0.00044362925991114156 1.5701686438820876e-05 0.00048864659609379728 -0.00058953532863385448
leaf_weight=47 60 47 55 47 135 53 47 47 86 51 54 2920 47 46
leaf_count=47 60 47 55 47 135 53 47 47 86 51 54 2920 47 46
internal_value=0 4.83682e-06 -0.000291256 1.35823e-05 -1.86307e-06 0.000161676 0.000349762 0.000572587 1.41766e-05 4.99008e-06 1.16509e-05 3.74732e-06 0.000219098 -0.000330954
internal_weight=0 3649 102 3547 3207 340 147 100 193 3160 3109 3055 107 93
internal_count=3742 3649 102 3547 3207 340 147 100 193 3160 3109 3055 107 93
is_linear=0
shrinkage=0.0995203


Tree=8224
num_leaves=13
num_cat=0
split_feature=4 5 0 8 5 5 6 5 5 4 2 0
split_gain=0.00326544 0.00196682 0.00137561 0.00129232 0.00165354 0.00257241 0.00221019 0.00500748 0.00225316 0.0017571 0.00151711 0.000810931
threshold=0.15834500000000004 0.63455500000000009 -0.26289499999999993 0.15415000000000004 0.057175000000000011 0.12043500000000003 0.11816500000000002 -0.042209999999999991 0.037395000000000005 0.09939000000000002 -0.085944999999999994 -0.083514999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 10 8 -8 -4 -7 -6 -5
right_child=-2 -3 3 11 5 9 7 -9 -10 -11 -12 -13
leaf_value=-0.00052129776803483548 0.00084422118192316569 -0.00055096924398825343 5.6439078517797668e-06 0 5.7650694438997793e-05 -1.9773355468110834e-05 0.00015341583224754874 -0.0011755068424761398 0.00068075160450651576 0.00043952631149846546 0.00066415489214708063 -0.00051312922821840302
leaf_weight=46 47 61 2530 51 63 479 62 50 50 99 135 70
leaf_count=46 47 61 2530 51 63 479 62 50 50 99 135 70
internal_value=0 9.01674e-06 1.86392e-05 2.57877e-05 3.71521e-05 0.000165146 0 -0.000432544 1.90447e-05 5.74793e-05 0.000475311 -0.000293165
internal_weight=0 3696 3635 3589 3468 776 2692 112 2580 578 198 121
internal_count=3743 3696 3635 3589 3468 776 2692 112 2580 578 198 121
is_linear=0
shrinkage=0.0995203


Tree=8225
num_leaves=25
num_cat=0
split_feature=29 8 8 6 17 18 4 0 0 3 18 3 20 4 8 26 0 8 8 18 8 0 4 3
split_gain=0.00312591 0.00154777 0.00194493 0.00145629 0.00276093 0.00211075 0.00153931 0.00244077 0.00275402 0.00225531 0.00139328 0.00257575 0.00271813 0.00138151 0.00105341 0.00174194 0.0013769 0.00156562 0.00151837 0.00266676 0.00141141 0.00121975 0.000978771 0.000720307
threshold=0.12737000000000004 -0.07106999999999998 -0.073644999999999988 0.095760000000000026 0.059130000000000009 0.10307000000000002 0.10533000000000002 -0.1525 -0.057604999999999996 0.10684000000000003 -0.10872 0.11426500000000002 -0.069854999999999987 0.09717000000000002 -0.076554999999999998 0.094305000000000014 -0.081094999999999987 -0.080445000000000003 -0.082014999999999991 -0.020999999999999998 -0.081324999999999995 -0.077544999999999989 0.086380000000000026 0.10057000000000002
decision_type=2 2 2 2 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 5 23 10 -8 -9 -10 11 12 -3 22 16 -16 17 20 19 -18 -1 -20 -12 -5
right_child=-2 3 -4 4 -6 -7 7 8 9 -11 13 -13 -14 -15 15 -17 18 -19 21 -21 -22 -23 -24 -25
leaf_value=1.1669129850905696e-05 0.00083329039995769575 -0.001039525153078998 0.00059289343634401565 -0.00042784635404855887 0.00023334657374788674 -0.00088999944942327533 -0.00090967821122539246 0.00032900307301359665 0 -0.00095760038734773458 9.4626568148158401e-05 0.00027230488415930151 -0.0001275502893279119 0.00054455956896281145 -0.00064555034231359918 0.00015237960386792359 -0.00052446285540156865 -0.00046144403126071356 0.00054553152711137932 0.00018955951698804594 0.00056728332030467029 9.4725460231390933e-05 -0.00027794911985975845 8.7502908490809007e-05
leaf_weight=1372 46 49 66 58 70 78 46 82 51 46 615 78 103 62 56 50 65 67 156 252 47 104 78 46
leaf_count=1372 46 49 66 58 70 78 46 82 51 46 615 78 103 62 56 50 65 67 156 252 47 104 78 46
internal_value=0 7.42544e-06 5.97065e-05 -7.1938e-05 -0.000289909 -0.000495659 -2.58659e-05 -0.000261071 -8.98168e-05 -0.00045231 2.70302e-05 -0.000186238 -0.000426928 9.30835e-05 4.31048e-05 -0.000261446 5.91499e-05 7.91091e-06 0.000189691 4.05687e-05 3.06491e-05 0.000368358 5.15103e-05 -0.000192032
internal_weight=0 3697 2235 1462 252 182 1210 225 179 97 985 230 152 755 2169 106 2063 1486 577 317 1419 260 693 104
internal_count=3743 3697 2235 1462 252 182 1210 225 179 97 985 230 152 755 2169 106 2063 1486 577 317 1419 260 693 104
is_linear=0
shrinkage=0.0995203


Tree=8226
num_leaves=15
num_cat=0
split_feature=4 5 0 21 21 8 5 5 4 6 2 5 2 3
split_gain=0.00262928 0.00138377 0.00101117 0.00317684 0.00187507 0.00103095 0.001159 0.0018473 0.00157517 0.00132934 0.00384639 0.00193035 0.00119378 0.000868157
threshold=0.15834500000000004 0.63455500000000009 -0.20796499999999998 -1.0000000180025095e-35 0.087785000000000016 0.15415000000000004 0.057175000000000011 0.12043500000000003 0.09939000000000002 0.11816500000000002 -0.071629999999999985 0.037395000000000005 -0.073884999999999992 0.10669500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 9 12 -9 11 -11 -4 -8 -7
right_child=-2 -3 5 4 -6 13 7 8 -10 10 -12 -13 -14 -15
leaf_value=-0.00084599842431158688 0.00075591374963676432 -0.00046320285630943944 7.1181718860587356e-06 0.00048232764694490314 -0.00029476485532736187 -1.4101050090823102e-05 0.00020808723583930035 -1.9501660202386194e-05 0.00042302061407955622 -0.00098932268322775925 0.00020418263692638616 0.00063860689880238528 0.00072880888222771846 -0.00056548068030985515
leaf_weight=55 47 61 2413 57 66 69 122 477 95 49 57 49 74 52
leaf_count=55 47 61 2413 57 66 69 122 477 95 49 57 49 74 52
internal_value=0 6.46346e-06 1.45703e-05 -0.000216246 5.86957e-05 2.66917e-05 3.72568e-05 0.00014456 5.2563e-05 4.84739e-06 -0.000339809 2.00189e-05 0.000408863 -0.000257823
internal_weight=0 3696 3635 178 123 3457 3336 768 572 2568 106 2462 196 121
internal_count=3743 3696 3635 178 123 3457 3336 768 572 2568 106 2462 196 121
is_linear=0
shrinkage=0.0995203


Tree=8227
num_leaves=8
num_cat=0
split_feature=29 5 6 20 0 28 6
split_gain=0.00261645 0.00116341 0.000872611 0.00121074 0.000751274 0.000692652 0.000713125
threshold=0.12737000000000004 0.63455500000000009 0.23663500000000004 -0.23803499999999997 -0.26289499999999993 0.083225000000000021 0.14653500000000005
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6
right_child=-2 -3 -4 4 5 -7 -8
leaf_value=0.00051514762376016383 0.0007605506754600666 -0.00042929439864778442 -0.00040404121401370997 -0.00038751098846425623 2.8555965017451816e-05 -0.00031196537170281809 -0.00036073427264836301
leaf_weight=48 46 60 49 46 3385 62 47
leaf_count=48 46 60 49 46 3385 62 47
internal_value=0 4.98699e-06 1.23765e-05 1.82915e-05 1.13232e-05 1.68083e-05 2.29862e-05
internal_weight=0 3697 3637 3588 3540 3494 3432
internal_count=3743 3697 3637 3588 3540 3494 3432
is_linear=0
shrinkage=0.0995203


Tree=8228
num_leaves=12
num_cat=0
split_feature=4 28 0 10 0 2 2 5 26 4 3
split_gain=0.00246675 0.00246817 0.00173496 0.00109375 0.000994289 0.00162437 0.0101099 0.000924754 0.00111425 0.000819979 0.000554015
threshold=0.15615500000000004 0.080375000000000016 -0.26289499999999993 0.09056500000000002 -0.085605000000000001 -0.083534999999999984 -0.084114999999999981 -0.0038499999999999997 0.087625000000000022 0.079660000000000022 0.08511500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 8 -4 -9 -7
right_child=-2 -3 3 -5 5 10 -8 9 -10 -11 -12
leaf_value=0.00060238822787029114 0.00071788496074768455 0.00056725287016583237 -3.4975419972907589e-05 0.00038134392616917599 -6.8839817367219992e-05 0.00020796380007192782 -0.0015245913358740294 0.0003860697796591942 0.00017650369216650654 -3.015098451138578e-05 -8.5732112927949237e-06
leaf_weight=48 51 80 903 73 668 129 51 141 338 65 1214
leaf_count=48 51 80 903 73 668 129 51 141 338 65 1214
internal_value=0 2.0314e-05 8.03468e-06 0 -7.86176e-06 -5.24435e-05 -0.000173238 5.51022e-05 2.19636e-05 0.000250764 1.16164e-05
internal_weight=0 3710 3630 3582 3509 2062 719 1447 1241 206 1343
internal_count=3761 3710 3630 3582 3509 2062 719 1447 1241 206 1343
is_linear=0
shrinkage=0.0995203


Tree=8229
num_leaves=16
num_cat=0
split_feature=30 0 0 0 28 5 17 26 2 3 9 1 5 26 9
split_gain=0.00314624 0.00231523 0.0168139 0.00150726 0.00143062 0.00131376 0.00928356 0.00235418 0.00122794 0.00146944 0.000984692 0.00107637 0.000892275 0.00248692 0.000741398
threshold=-1.0000000180025095e-35 -0.014889999999999999 0.0047200000000000011 -0.26289499999999993 0.083225000000000021 0.065520000000000023 -0.13530499999999998 0.084355000000000027 0.097285000000000024 0.08511500000000001 0.095415000000000014 -0.50954999999999984 0.049800000000000011 0.096275000000000013 -0.063329999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 12 7 -7 9 -4 11 -11 14 -14 -5
right_child=1 2 8 4 -6 6 -8 -9 -10 10 -12 -13 13 -15 -16
leaf_value=0.00084539359398620609 0.00054243850270629414 0.0019901519933970139 0.00046404298194949211 0.00017892836278985503 -0.00052256548468207899 -0.00029253087999663312 -0.0014025752476058255 0.00015395027687036889 -0.00033148798339193038 8.4764941849668735e-05 0.00021756585355927284 -0.00052249809323967741 0.00077486454651001834 -0.00019418689956497058 -9.7248098816856649e-06
leaf_weight=46 48 48 81 226 55 189 53 306 82 52 83 60 54 49 2329
leaf_count=46 48 48 81 226 55 189 53 306 82 52 83 60 54 49 2329
internal_value=0 1.66742e-05 0.000241053 -1.06086e-05 -1.90002e-05 -1.0106e-05 -0.000150577 -1.48706e-05 4.2495e-06 0.000106964 -3.71636e-05 -0.000233245 1.85469e-05 0.000305912 6.64192e-06
internal_weight=0 3715 406 3309 3261 3206 548 495 358 276 195 112 2658 103 2555
internal_count=3761 3715 406 3309 3261 3206 548 495 358 276 195 112 2658 103 2555
is_linear=0
shrinkage=0.0995203


Tree=8230
num_leaves=11
num_cat=0
split_feature=30 28 0 5 0 0 6 6 8 17
split_gain=0.00255077 0.00228571 0.00116025 0.000925678 0.000883876 0.00329072 0.0100362 0.00101997 0.00108341 0.000844617
threshold=-1.0000000180025095e-35 0.080375000000000016 -0.25289499999999993 -0.54382499999999989 -0.08269 -0.080614999999999992 0.091795000000000015 0.11690000000000002 -0.47145500000000001 0.51362000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 7 6 -6 8 -5 -7
right_child=1 -3 3 4 5 9 -8 -9 -10 -11
leaf_value=0.00076125986404836446 0.000437337319756286 0.00054127685643606978 -0.00038204787776985203 0.00047364953253075542 0 -4.2226532397406606e-06 -0.0013539915286448366 0.00046464353088194142 2.328972545824122e-05 0.0003595677514063082
leaf_weight=46 60 80 63 55 203 1418 74 58 1638 66
leaf_count=46 60 80 63 55 203 1418 74 58 1638 66
internal_value=0 1.50148e-05 3.2075e-06 -3.84961e-06 2.70161e-06 -4.68366e-05 -0.000361816 5.29902e-05 3.8404e-05 1.14051e-05
internal_weight=0 3715 3635 3575 3512 1761 277 1751 1693 1484
internal_count=3761 3715 3635 3575 3512 1761 277 1751 1693 1484
is_linear=0
shrinkage=0.0995203


Tree=8231
num_leaves=10
num_cat=0
split_feature=26 26 6 0 27 12 1 10 26
split_gain=0.00188871 0.00192799 0.0101605 0.000987893 0.000650499 0.000766657 0.000967101 0.000654246 0.000648229
threshold=0.5128250000000002 -0.15866 -0.017084999999999999 -0.26289499999999993 -0.0083799999999999986 -0.087529999999999983 0.55657000000000012 0.09056500000000002 -0.23202999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 -5 -6 7 -7 -1
right_child=-2 3 -4 4 5 6 -8 -9 -10
leaf_value=-0.00036997055779979909 0.00061797285603779398 0.00044493100305331072 0.0013459755648201053 -0.00036253689896229653 -0.00039094198393564331 -1.1167567731258708e-05 0.00041176972863031313 0.00033786094542173753 7.632907235503816e-05
leaf_weight=77 52 48 64 51 50 3258 56 54 51
leaf_count=77 52 48 64 51 50 3258 56 54 51
internal_value=0 1.34234e-05 0.00032056 -3.11103e-06 -9.5465e-06 -4.04002e-06 1.46072e-06 -5.22971e-06 -0.000185753
internal_weight=0 3709 192 3517 3469 3418 3368 3312 128
internal_count=3761 3709 192 3517 3469 3418 3368 3312 128
is_linear=0
shrinkage=0.0995203


Tree=8232
num_leaves=24
num_cat=0
split_feature=6 8 1 0 26 23 8 8 8 1 3 6 8 2 18 0 1 20 29 18 9 2 0
split_gain=0.00200396 0.00367213 0.00394227 0.00677425 0.00206852 0.00140625 0.00127979 0.00251985 0.0113531 0.00156448 0.00144478 0.0013416 0.000964433 0.000756426 0.00117356 0.00223126 0.00165008 0.000897062 0.00144215 0.00118909 0.000663313 0.000558393 0.000456137
threshold=0.11642500000000001 -0.077784999999999993 -0.046044999999999996 -0.050494999999999991 0.090625000000000025 -0.046924999999999994 -0.088144999999999987 -0.10833 -0.098504999999999995 0.18123500000000006 0.08622500000000001 -0.42102499999999998 -0.11550499999999998 -0.079954999999999984 -0.13579499999999997 -0.068604999999999985 -0.49056499999999997 0.0057800000000000013 0.0044100000000000016 0.089365000000000014 -0.063329999999999984 0.50951500000000005 -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
left_child=5 4 3 -3 -2 20 7 12 -9 10 -10 -8 21 14 15 -13 -16 18 -15 -19 -1 22 -7
right_child=1 2 -4 -5 -6 6 11 8 9 -11 -12 13 -14 17 16 -17 -18 19 -20 -21 -22 -23 -24
leaf_value=-5.7208671576698541e-05 0.0002651579143404654 0.0018370721858968079 -2.1200969574561111e-05 0.00012641118239040044 -0.00065747207251698556 5.3733546273850809e-05 0.00040505355728177888 0.0016567724190348905 -1.4599553315336341e-05 -0.00039871797024795548 0.00037780367971766856 0.00010612621160274514 -0.00048615372929418084 -9.5446291384274694e-05 0.00048896497298839779 -0.0007975770614003909 2.0868422832627158e-05 0.00032670222764587758 -0.00065977045975725793 -0.0002257864577593849 -0.00058254134297653617 0.00032184712050402364 -0.0001953191630341427
leaf_weight=48 49 48 58 46 46 165 74 53 180 52 184 59 46 872 80 48 1191 106 48 59 56 46 126
leaf_count=48 49 48 58 46 46 165 74 53 180 52 184 59 46 872 80 48 1191 106 48 59 56 46 126
internal_value=0 0.000305724 0.000610295 0.00100865 -0.000172972 1.20211e-05 2.33094e-05 0.000128923 0.000283891 0.000107013 0.000181509 -1.18363e-05 -5.87041e-05 -2.4694e-05 2.37793e-05 -0.000291623 5.09757e-05 -8.70118e-05 -0.000125779 0.000124184 -0.000347952 0 -5.12906e-05
internal_weight=0 247 152 94 95 3493 3389 852 469 416 364 2537 383 2463 1378 107 1271 1085 920 165 104 337 291
internal_count=3740 247 152 94 95 3493 3389 852 469 416 364 2537 383 2463 1378 107 1271 1085 920 165 104 337 291
is_linear=0
shrinkage=0.0995203


Tree=8233
num_leaves=29
num_cat=0
split_feature=18 18 5 5 2 17 8 21 26 1 2 2 5 18 3 2 5 5 18 3 8 23 7 18 20 29 2 3
split_gain=0.00146153 0.00991476 0.0121622 0.00218169 0.00231116 0.00122269 0.00155671 0.00242416 0.00186718 0.00149441 0.00117331 0.00103309 0.00111983 0.000928062 0.00143147 0.00243322 0.00175197 0.00160864 0.00129667 0.00104755 0.00102085 0.00092681 0.00134079 0.00108961 0.000879368 0.00080143 0.000753239 0.000126218
threshold=0.0036600000000000005 0.082540000000000016 -0.025879999999999997 0.15627500000000003 -0.065999999999999989 -0.088525000000000006 -0.046889999999999994 0.087625000000000022 0.11991000000000003 0.0022300000000000006 -0.082954999999999987 -0.24151999999999998 -0.0038499999999999997 -0.099739999999999995 0.10057000000000002 -0.068279999999999993 0.22078000000000006 0.057175000000000011 -0.12881499999999999 0.087570000000000023 -0.064125000000000001 -0.046924999999999994 1.0000000180025095e-35 -0.10303999999999999 -0.057024999999999999 0.091190000000000021 -0.089054999999999995 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 2
left_child=11 2 -2 5 -5 24 8 -8 10 -9 -7 -1 21 18 16 -16 17 -15 19 -14 -21 -13 23 -23 -3 -25 -20 -18
right_child=1 3 -4 4 -6 6 7 9 -10 -11 -12 12 13 14 15 -17 27 -19 26 20 -22 22 -24 25 -26 -27 -28 -29
leaf_value=-0.00039677624614976002 0.00212678850023047 -0.00067620076857165766 5.6575584789007535e-05 0 0.00097042198889216418 -0.00041009988460734227 0.00065754145500052661 -0.00035273943481708498 -0.00067689818504555461 0.00037110320486059248 4.146666545680814e-05 -0.00037241466547240494 0.00049621685785102086 0 0.00088318917361889567 7.0976835237666146e-05 -0.00017272892077640855 0.00041293408929917938 -6.2912978233216189e-05 0.00020675448015354617 -0.00020108633895289329 -0.00052021371049367556 0.00047548811608035023 -2.0847107740190344e-05 -7.2548165294491742e-05 -0.00043214908978216884 -0.00065470589059210516 -0.0004499116577135376
leaf_weight=67 52 46 63 50 47 65 85 66 46 49 455 86 46 241 65 89 46 153 46 108 138 48 49 1336 57 49 46 46
leaf_count=67 52 46 63 50 47 65 85 66 46 49 455 86 46 241 65 89 46 153 46 108 138 48 49 1336 57 49 46 46
internal_value=0 0.0001261 0.000999791 2.12418e-05 0.000469376 -2.78382e-05 1.44245e-05 0.000253971 -6.87748e-05 -3.7201e-05 -1.34049e-05 -1.09177e-05 -6.27896e-07 7.99973e-05 0.000153657 0.00041911 6.78585e-05 0.000160553 -4.06378e-05 5.96081e-05 -1.87065e-05 -5.38031e-05 -3.47618e-05 -5.27806e-05 -0.000350089 -3.59897e-05 -0.000367708 -0.000320219
internal_weight=0 1081 115 966 97 869 766 200 566 115 520 2659 2592 1024 640 154 486 394 384 292 246 1568 1482 1433 103 1385 92 92
internal_count=3740 1081 115 966 97 869 766 200 566 115 520 2659 2592 1024 640 154 486 394 384 292 246 1568 1482 1433 103 1385 92 92
is_linear=0
shrinkage=0.0995203


Tree=8234
num_leaves=17
num_cat=0
split_feature=23 7 0 0 21 29 10 2 1 1 9 0 9 0 22 2
split_gain=0.00100845 0.00100252 0.000900119 0.0180444 0.00202089 0.00115993 0.000813087 0.00140273 0.000780655 0.00175982 0.00153336 0.00482229 0.00161849 0.00121056 0.000622038 0.0008371
threshold=-0.046924999999999994 0.058415000000000009 -0.100285 -0.10287 0.12860500000000005 0.091190000000000021 0.088065000000000018 -0.241895 -0.07002499999999999 -0.06551499999999999 0.096385000000000012 -0.070134999999999989 0.094685000000000033 -0.021574999999999997 0.079065000000000024 0.13896000000000006
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 14 7 -4 10 -10 12 -12 -9 -11 15 -2
right_child=2 -3 6 -5 -6 -7 -8 8 9 13 11 -13 -14 -15 -16 -17
leaf_value=0 -9.5013181624002479e-05 -0.00062579314675001863 0.00055134655718077155 0.0020197173082907405 0.00062825224173201639 -0.00050644902399666334 -0.00032535180052503811 -3.5990941510198044e-05 0.0006401072506932884 1.943565977127478e-05 -0.0010983020279929469 0.00015955263968836774 0.00055939181801822695 0.00052933430499533174 0.00026321542000173214 0.00025678625281750701
leaf_weight=60 448 46 48 47 48 49 70 1156 50 1348 53 68 47 48 76 78
leaf_count=60 448 46 48 47 48 49 70 1156 50 1348 53 68 47 48 76 78
internal_value=0 -0.000276179 3.45728e-05 0.000132109 4.01706e-06 -4.0752e-05 9.09468e-06 1.76929e-05 8.14997e-06 5.89557e-05 -4.6719e-05 -0.000384643 -1.20494e-05 3.75544e-05 -1.4866e-06 -4.12889e-05
internal_weight=0 106 3634 746 699 651 2888 2818 2770 1446 1324 121 1203 1396 602 526
internal_count=3740 106 3634 746 699 651 2888 2818 2770 1446 1324 121 1203 1396 602 526
is_linear=0
shrinkage=0.0995203


Tree=8235
num_leaves=22
num_cat=0
split_feature=6 8 5 26 2 2 4 3 10 3 2 3 6 6 3 9 3 23 6 6 26
split_gain=0.00134897 0.0030596 0.00331373 0.00163665 0.00133525 0.0142948 0.0010413 0.00295452 0.00154485 0.000761077 0.00143326 0.001408 0.000758718 0.00137726 0.00106542 0.00311256 0.00247313 0.000770842 0.000697258 0.00120976 0.000622473
threshold=0.11642500000000001 -0.077784999999999993 0.043850000000000007 0.090625000000000025 -0.081055000000000002 -0.081344999999999987 0.10386500000000003 0.11061500000000002 0.085705000000000017 0.086605000000000029 -0.087359999999999993 0.086015000000000022 0.090710000000000027 0.092405000000000029 0.094285000000000022 0.09143500000000003 0.09742000000000002 -0.063684999999999992 0.08846500000000003 0.038300000000000008 -0.054024999999999997
decision_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 -2 5 6 8 -8 9 11 -11 -1 17 -14 15 -15 -16 -6 19 20 -19
right_child=1 2 -4 -5 12 -7 7 -9 -10 10 -12 -13 13 14 16 -17 -18 18 -20 -21 -22
leaf_value=-7.6456448234805478e-06 0.00019886675711610851 1.142656355781017e-05 0.00095578094236051562 -0.00061959220304105898 -0.00038812204983341026 0.0017293680900235776 -0.00076624290166118776 0.00016697613469699609 0.00058342610965289902 -6.8972774277313247e-05 0.00019030383242622803 -0.00051299881162321739 -0.00069958582842037436 -0.00045556848953420576 -0.00071604374417048552 0.00057971044031267769 0.00010157310572375474 0.00012566579077646442 0.00028096747516497662 -0.000421855137826041 -3.8939964944899545e-05
leaf_weight=489 49 70 82 46 55 50 60 74 51 354 511 62 46 51 69 65 75 291 78 72 1040
leaf_count=489 49 70 82 46 55 50 60 74 51 354 511 62 46 51 69 65 75 291 78 72 1040
internal_value=0 0.000247918 0.000526267 -0.000188823 6.92148e-06 7.21202e-05 1.98522e-05 -0.000244774 4.4582e-05 2.45963e-05 8.32489e-05 -6.59951e-05 -5.10723e-05 -0.000194519 -0.000102012 0.000117488 -0.000284517 -2.1962e-05 -7.81114e-06 -2.44493e-05 -2.33673e-06
internal_weight=0 247 152 95 3493 1651 1601 134 1467 1416 865 551 1842 306 260 116 144 1536 1481 1403 1331
internal_count=3740 247 152 95 3493 1651 1601 134 1467 1416 865 551 1842 306 260 116 144 1536 1481 1403 1331
is_linear=0
shrinkage=0.0995203


Tree=8236
num_leaves=8
num_cat=0
split_feature=6 28 1 20 26 26 17
split_gain=0.00198035 0.00146925 0.00149462 0.000797737 0.000678516 0.000950272 0.000701369
threshold=0.18621500000000005 0.083225000000000021 0.62916000000000016 0.2959750000000001 -0.2382 -0.16205499999999998 0.42451000000000011
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7
right_child=-2 -3 -4 -5 5 6 -8
leaf_value=-0.00029084424891005246 -0.00051556261332795451 -0.00046598912152334536 -0.00054869241961338032 0.00041098487220639536 0.00039998350739491425 5.0367597190106589e-06 -0.00018523548313853725
leaf_weight=81 81 71 50 46 58 3148 204
leaf_count=81 81 71 50 46 58 3148 204
internal_value=0 -1.74703e-05 -8.36419e-06 -4.94511e-07 -6.15097e-06 3.71477e-07 -6.29884e-06
internal_weight=0 3658 3587 3537 3491 3410 3352
internal_count=3739 3658 3587 3537 3491 3410 3352
is_linear=0
shrinkage=0.0995203


Tree=8237
num_leaves=14
num_cat=0
split_feature=6 30 28 5 8 18 18 18 17 9 3 18 6
split_gain=0.00160537 0.001284 0.00114557 0.000798294 0.00139898 0.0032408 0.00150701 0.000845486 0.000795063 0.00148996 0.0007555 0.000697392 0.00130164
threshold=0.18621500000000005 0.11901000000000002 0.083225000000000021 -0.021235 -0.086304999999999993 -0.074709999999999985 -0.044484999999999997 -0.0092699999999999987 0.26430000000000003 0.093335000000000015 0.085035000000000013 0.15374500000000005 0.11413500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 -1 11 -10 -9 12 -5
right_child=-2 -3 -4 8 5 6 -8 10 9 -11 -12 -13 -14
leaf_value=-0.00039591925653489337 -0.00046425365461132145 -0.00053284456747599445 -0.00041041146457463485 -3.1600342339296683e-05 0.00077448423864170577 -0.00047532514185020749 9.9825116210447217e-05 -0.00023074874429439025 -0.00069061394502648455 0 3.5410615086925086e-05 -0.00036786187834232832 0.00048864074752377599
leaf_weight=69 81 47 69 1592 70 47 941 137 53 76 450 58 49
leaf_count=69 81 47 69 1592 70 47 941 137 53 76 450 58 49
internal_value=0 -1.57316e-05 -8.77429e-06 -7.19063e-07 4.78379e-05 0.000118912 7.16361e-05 -6.55431e-05 -4.66957e-05 -0.000285587 -2.53138e-05 -2.80755e-05 -1.55672e-05
internal_weight=0 3658 3611 3542 1714 1058 988 656 1828 129 587 1699 1641
internal_count=3739 3658 3611 3542 1714 1058 988 656 1828 129 587 1699 1641
is_linear=0
shrinkage=0.0995203


Tree=8238
num_leaves=12
num_cat=0
split_feature=21 30 21 21 1 8 28 21 20 8 5
split_gain=0.00212199 0.00125003 0.00109677 0.000702316 0.00113235 0.00104205 0.000878845 0.000534918 0.00147442 0.000786231 0.000394287
threshold=0.16638500000000003 0.11901000000000002 0.14495000000000005 -0.083919999999999995 -0.01538 -0.087374999999999994 0.083225000000000021 -0.042694999999999997 -0.048779999999999997 -0.094139999999999988 -0.029944999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -5 -9 -7
right_child=-2 -3 -4 6 5 10 -8 9 -10 -11 -12
leaf_value=-0.00049326882697319212 -0.00061059136086612719 -0.00052917319967162697 0.00046544828195927302 0.00054089337301760658 0.00035880545112749437 0 -0.00036689046015268845 -0.00012220827849465551 -0.00012162027431056393 1.7873584855140348e-05 -0.00039092400151791845
leaf_weight=77 60 46 48 65 48 51 64 465 65 2697 53
leaf_count=77 60 46 48 65 48 51 64 465 65 2697 53
internal_value=0 -1.34042e-05 -6.64834e-06 -1.31977e-05 -0.000181856 -1.87143e-05 -1.44518e-06 5.4108e-06 0.00020334 -2.4678e-06 -0.000200826
internal_weight=0 3679 3633 3585 229 152 3356 3292 130 3162 104
internal_count=3739 3679 3633 3585 229 152 3356 3292 130 3162 104
is_linear=0
shrinkage=0.0995203


Tree=8239
num_leaves=11
num_cat=0
split_feature=21 1 21 21 1 8 18 10 7 12
split_gain=0.00172012 0.00105316 0.000819634 0.000583241 0.000905336 0.000859043 0.000658464 0.000528053 0.000642498 0.000817669
threshold=0.16638500000000003 0.62916000000000016 0.14236500000000005 -0.083919999999999995 -0.01538 -0.087374999999999994 -0.013734999999999999 0.093790000000000026 0.081390000000000018 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 8 9 -5
right_child=-2 -3 -4 7 5 6 -8 -9 -10 -11
leaf_value=-0.00044417855086107875 -0.00054982518171513316 -0.00046593102913714262 0.00035872045099764546 4.6094049362199317e-06 0.00032309707432069196 -0.00046733565757839959 2.2976575384550767e-05 -0.00029392775681495758 -0.00026409687177003091 0.00039924095132814249
leaf_weight=77 60 50 60 3140 48 46 59 60 86 53
leaf_count=77 60 50 60 3140 48 46 59 60 86 53
internal_value=0 -1.20969e-05 -5.61839e-06 -1.19728e-05 -0.000165288 -1.95811e-05 -0.000184031 -1.16684e-06 3.94052e-06 1.14162e-05
internal_weight=0 3679 3629 3569 230 153 105 3339 3279 3193
internal_count=3739 3679 3629 3569 230 153 105 3339 3279 3193
is_linear=0
shrinkage=0.0995203


Tree=8240
num_leaves=23
num_cat=0
split_feature=4 8 8 6 6 0 22 22 8 6 5 5 5 20 6 3 18 6 6 0 8 8
split_gain=0.00272106 0.00182285 0.00590797 0.00135294 0.00119724 0.00225583 0.00486927 0.00130961 0.000885351 0.000764685 0.000800054 0.00185201 0.00110907 0.00107815 0.000848391 0.000703999 0.00167397 0.00140633 0.000513876 0.000778572 0.000736683 0.000598978
threshold=0.15730000000000002 -0.091914999999999983 -0.092984999999999998 -0.14723999999999998 -0.46885499999999997 -0.066264999999999991 0.079065000000000024 0.10259500000000003 -0.13559999999999997 -0.12640499999999996 0.063170000000000018 0.054660000000000007 0.070325000000000013 -0.095634999999999998 0.087575000000000028 0.093835000000000016 0.10554500000000001 -0.03252 -0.10198499999999999 -0.11524 -0.50270999999999988 -0.36115499999999995
decision_type=2 2 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 -3 6 -6 -8 18 -5 11 14 -12 -14 -11 16 17 -10 19 -1 -20 -22
right_child=-2 3 -4 9 5 -7 7 -9 15 10 12 -13 13 -15 -16 -17 -18 -19 20 -21 21 -23
leaf_value=-9.9286669832301978e-06 -0.00077989420169849802 0.00012536410563001042 -0.001206458712056835 0.00037451081895820755 -0.0013590168355728032 0.00026913899520971952 0.00013258159093551493 -0.00054839537489303884 -6.5101592880572584e-05 -4.7507584600708091e-05 0.00053254481913275384 -0.00054805623903309215 0.00041090911308750035 2.4001765558607236e-05 8.8541707940846222e-05 3.092983570797451e-05 0.00014330263160589914 -0.00075747566565972522 -0.00040373332339924383 0.00050030174171346103 0.00023750022864741762 -0.0001409071536794669
leaf_weight=72 48 78 51 62 47 47 66 47 48 1182 57 62 82 598 736 70 51 86 51 47 75 91
leaf_count=72 48 78 51 62 47 47 66 47 48 1182 57 62 82 598 736 70 51 86 51 47 75 91
internal_value=0 -2.49551e-05 -0.000177482 6.73674e-06 -0.000199414 -0.000325748 -0.000505613 -0.000143412 -8.73019e-05 2.8173e-05 1.99685e-05 -1.26095e-05 0.000108602 7.18621e-05 4.27221e-06 -0.000227356 -0.00032951 -0.00051557 1.65525e-05 0.000184712 -7.18914e-05 2.51286e-05
internal_weight=0 3706 642 3064 285 207 160 113 591 2779 2717 1980 737 680 1918 255 185 134 336 119 217 166
internal_count=3754 3706 642 3064 285 207 160 113 591 2779 2717 1980 737 680 1918 255 185 134 336 119 217 166
is_linear=0
shrinkage=0.0995203


Tree=8241
num_leaves=18
num_cat=0
split_feature=4 8 8 2 2 4 8 4 26 18 6 2 21 6 0 8 5
split_gain=0.00220634 0.00148212 0.00478793 0.00337292 0.00188601 0.000815802 0.000714051 0.00070729 0.000555703 0.000533148 0.00100515 0.000744335 0.00052268 0.000414436 0.000634046 0.000596982 0.000572425
threshold=0.15730000000000002 -0.091914999999999983 -0.092984999999999998 0.13398000000000002 0.11804000000000002 0.13707500000000003 -0.13559999999999997 0.12498500000000003 0.09271500000000002 0.10554500000000001 -0.031674999999999995 -0.081445000000000004 0.088715000000000016 -0.10198499999999999 -0.11524 -0.50270999999999988 -0.084089999999999984
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 7 13 8 -3 10 12 -12 -8 14 -1 -15 -17
right_child=-2 3 -4 -5 -6 -7 9 -9 -10 -11 11 -13 -14 15 -16 16 -18
leaf_value=-8.9405359903538943e-06 -0.00070227912812586082 3.4715015322404141e-05 -0.0010863917165618506 -0.00082114458691406108 0.00060824561219850022 -0.00038518119082234931 0.00015082189225689918 0.00035737441668494283 -6.5631946041779389e-05 5.484083090586642e-05 -0.00021619501692792938 -0.00081412030631353009 -0.00028443086867711924 -0.000363553745775136 0.00045051161568707978 -0.00017825878994704144 0.00019222303116399808
leaf_weight=72 48 2119 51 48 53 51 52 59 734 56 46 46 55 51 47 74 92
leaf_count=72 48 2119 51 48 53 51 52 59 734 56 46 46 55 51 47 74 92
internal_value=0 -2.24056e-05 -0.000159946 6.14607e-06 1.95839e-05 8.77809e-06 -7.86135e-05 1.59589e-05 8.61151e-06 -0.000204409 -0.000281478 -0.000524056 -6.52555e-05 1.44203e-05 0.000165645 -6.47368e-05 2.2137e-05
internal_weight=0 3706 642 3064 3016 2963 591 2912 2853 255 199 92 107 336 119 217 166
internal_count=3754 3706 642 3064 3016 2963 591 2912 2853 255 199 92 107 336 119 217 166
is_linear=0
shrinkage=0.0995203


Tree=8242
num_leaves=19
num_cat=0
split_feature=30 8 8 2 2 17 18 3 17 1 9 1 5 5 8 4 1 5
split_gain=0.00180351 0.00150996 0.00465476 0.00276258 0.00150712 0.000670797 0.00200364 0.000924011 0.000798143 0.00127222 0.000901293 0.000478611 0.000765341 0.00113384 0.000591876 0.000417873 0.000483481 0.00017061
threshold=0.12577500000000003 -0.091914999999999983 -0.092984999999999998 0.13398000000000002 0.11804000000000002 0.41031000000000012 -0.064454999999999998 0.098000000000000018 0.25342000000000009 -0.062804999999999986 0.11351500000000002 0.41696500000000009 -0.084089999999999984 -0.093875 -0.099434999999999996 0.11541000000000003 -0.16855499999999998 -0.46617999999999998
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 4 5 8 -7 -8 10 -10 -3 12 13 14 -1 16 -14 -13
right_child=-2 3 -4 -5 -6 6 7 -9 9 -11 -12 17 15 -15 -16 -17 -18 -19
leaf_value=-0.00022869553562640164 -0.00063494515136008976 3.0256107250424338e-05 -0.0010617150965825841 -0.00073942413142990833 0.00054771289613436778 -0.00059165670489795888 0.00027015221661900942 -0.00019105256133325596 -9.6378842483044988e-05 0.00055257671255685384 -0.00020397054399853688 0.00025587923943464543 -0.00033950974173010783 -0.00069048825597684742 0.00016147173334135062 0.00026261818022034678 1.9577911804735979e-05 0
leaf_weight=162 48 2410 52 48 53 71 85 86 49 70 174 48 47 46 48 50 161 46
leaf_count=162 48 2410 52 48 53 71 85 86 49 70 174 48 47 46 48 50 161 46
internal_value=0 -2.01866e-05 -0.000156725 9.12938e-06 2.13873e-05 1.16372e-05 -0.000146592 3.3414e-05 2.61064e-05 0.000278481 1.41671e-05 -7.79778e-05 -0.000116568 -0.000238518 -0.000135616 1.26354e-06 -5.76264e-05 0.000124328
internal_weight=0 3706 660 3046 2998 2945 242 171 2703 119 2584 608 514 256 210 258 208 94
internal_count=3754 3706 660 3046 2998 2945 242 171 2703 119 2584 608 514 256 210 258 208 94
is_linear=0
shrinkage=0.0995203


Tree=8243
num_leaves=18
num_cat=0
split_feature=11 18 3 3 3 18 20 3 3 21 21 21 20 20 0 20 8
split_gain=0.00158216 0.00140163 0.00461175 0.00926616 0.00162212 0.00197115 0.000980332 0.00081819 0.0011187 0.000806437 0.00259183 0.00140986 0.000845716 0.00103945 0.000614178 0.000547154 0.000467647
threshold=-0.37931999999999999 0.014860000000000003 0.085035000000000013 0.084290000000000018 0.086285000000000014 0.084900000000000017 0.24030500000000005 0.087385000000000032 0.088605000000000017 -0.070074999999999985 -0.026109999999999998 -0.015149999999999999 -0.0088249999999999978 -0.014534999999999999 0.12461500000000002 -0.055879999999999992 -0.084855
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 -4 -6 9 -7 -9 12 -11 -12 13 15 -13 -2 -3
right_child=1 2 4 -5 5 7 -8 8 -10 10 11 14 -14 -15 -16 -17 -18
leaf_value=-0.0005165047358586109 -5.1797498804421831e-05 0.0001309565156326256 0.00045594394075472422 -0.0017152090215068383 -0.00062856752132609158 -0.00038248011810180409 -0.00036906872818459271 0.00038119807903095481 -3.3047951918286021e-05 0.00068117905432253786 -0.0004882677357842827 5.4929401142572205e-05 -0.00050616985732147889 0.00034678977293319918 -0.00024706298427471283 -0.00044205883475513172 -0.00027966755376558129
leaf_weight=64 154 51 64 51 57 57 62 72 617 63 50 2119 48 52 68 49 56
leaf_count=64 154 51 64 51 57 57 62 72 617 63 50 2119 48 52 68 49 56
internal_value=0 -1.67516e-05 -0.000115776 -0.000610496 -2.46755e-05 -6.40009e-05 2.10275e-05 -1.97663e-05 9.05234e-06 3.06336e-05 5.09902e-05 3.28764e-05 -0.000121186 -4.55084e-05 4.51653e-05 -0.000150031 -7.62989e-05
internal_weight=0 3690 1025 158 867 803 2665 746 689 2603 2300 2237 303 255 2187 203 107
internal_count=3754 3690 1025 158 867 803 2665 746 689 2603 2300 2237 303 255 2187 203 107
is_linear=0
shrinkage=0.0995203


Tree=8244
num_leaves=12
num_cat=0
split_feature=19 27 17 6 17 17 6 6 3 4 19
split_gain=0.0103485 0.00153834 0.001275 0.00300163 0.0012833 0.00132661 0.00102899 0.0061562 0.000964831 0.000868966 0.000805259
threshold=0.14071500000000006 -0.095019999999999993 0.42451000000000011 0.11690000000000002 -0.56655999999999984 -0.55286000000000002 0.087670000000000012 0.088845000000000021 0.093835000000000016 0.14754500000000006 0.10977000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 8 -3 -6 9 -8 -4 -7 -10
right_child=-2 2 3 -5 5 6 7 -9 10 -11 -12
leaf_value=-0.00050505922132462126 -0.0014440703332259921 -0.00034386365410559946 -0.00029447419916032639 -0.00081995087153630109 0.00052039025168173602 1.7617449381325653e-05 0.0008089027499079913 5.4379020638406534e-05 0.00049504953963157847 0.00040876227912910071 -6.2981817784828705e-05
leaf_weight=50 47 74 55 55 65 2260 123 855 52 58 46
leaf_count=50 47 74 55 55 65 2260 123 855 52 58 46
internal_value=0 4.17523e-05 4.9482e-05 -0.000188782 6.41479e-05 7.33748e-05 6.43109e-05 0.00015011 3.27587e-05 2.77577e-05 0.000224763
internal_weight=0 3693 3643 208 3435 3361 3296 978 153 2318 98
internal_count=3740 3693 3643 208 3435 3361 3296 978 153 2318 98
is_linear=0
shrinkage=0.0995203


Tree=8245
num_leaves=13
num_cat=0
split_feature=19 26 4 17 6 8 17 18 18 9 8 6
split_gain=0.00839154 0.00110451 0.00155178 0.0012867 0.00217726 0.00139551 0.00111908 0.00145109 0.0102813 0.0016555 0.00109709 0.000921917
threshold=0.14071500000000006 -0.23202999999999999 0.15221500000000004 0.42451000000000011 0.11690000000000002 -0.083674999999999986 -0.56655999999999984 -0.011569999999999999 -0.019539999999999998 0.11408000000000003 -0.062834999999999988 -0.036009999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 6 5 -5 -3 8 -8 -9 -7 -1
right_child=-2 2 -4 4 -6 10 7 9 -10 -11 -12 -13
leaf_value=-0.00052194947919859016 -0.0013003561329929464 -0.00032950063263773607 0.00058303622119366938 -0.00043506747695320677 -0.00073834922773361009 0.00054340681805585523 4.8620999384835486e-05 -1.8372583929664184e-05 0.00095250760230900509 0.00036060420842437367 -0.00011868866023172361 3.9371187610641621e-05
leaf_weight=63 47 73 53 49 55 50 1233 1761 139 122 46 49
leaf_count=63 47 73 53 49 55 50 1233 1761 139 122 46 49
internal_value=0 3.75971e-05 4.74169e-05 3.91384e-05 -0.000205178 0 5.40668e-05 6.29206e-05 0.000140792 5.74667e-06 0.000217625 -0.000269063
internal_weight=0 3693 3581 3528 200 145 3328 3255 1372 1883 96 112
internal_count=3740 3693 3581 3528 200 145 3328 3255 1372 1883 96 112
is_linear=0
shrinkage=0.0995203


Tree=8246
num_leaves=17
num_cat=0
split_feature=19 27 17 26 9 26 26 26 0 17 17 18 0 9 24 9
split_gain=0.00680445 0.00116241 0.000819327 0.00192645 0.00129145 0.000951364 0.00568042 0.015433 0.00139234 0.00123348 0.00173242 0.00114456 0.00174408 0.000827107 0.000615739 0.000531158
threshold=0.14071500000000006 -0.095019999999999993 0.42451000000000011 0.096535000000000024 0.093335000000000015 0.087170000000000011 0.088685000000000028 0.088325000000000028 -0.082494999999999999 -0.5696199999999999 -0.55754499999999996 0.10698500000000001 -0.069955000000000003 0.11640000000000002 0.084270000000000025 0.087695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 15 9 7 8 -7 -3 -11 13 -13 -8 -12 -4
right_child=-2 2 3 -5 -6 6 11 -9 -10 10 14 12 -14 -15 -16 -17
leaf_value=-0.00044138539272546524 -0.0011709444958349546 -0.00047108048103639813 3.6892817271687336e-05 -0.00062670213796813814 0.00042984268201680517 0.00031516631466493113 -4.1657008891699413e-05 0.0021945970182620633 -0.00029789100409668615 0.00058661414398896534 -5.9163578102354852e-06 4.4547157580004667e-05 0.00068658513216929165 0.0003245346905327219 0.00033193944108858613 -0.00042263243482731564
leaf_weight=50 47 52 48 60 54 153 958 46 47 52 1802 144 61 65 55 46
leaf_count=50 47 52 48 60 54 153 958 46 47 52 1802 144 61 65 55 46
internal_value=0 3.38334e-05 4.05804e-05 -0.000150203 3.7441e-05 5.23713e-05 0.000112817 0.000549476 0.000167005 6.5194e-06 1.99578e-05 2.46763e-05 0.000239586 -1.75895e-05 3.64932e-06 -0.000179273
internal_weight=0 3693 3643 208 148 3435 1474 246 200 1961 1909 1228 205 1023 1857 94
internal_count=3740 3693 3643 208 148 3435 1474 246 200 1961 1909 1228 205 1023 1857 94
is_linear=0
shrinkage=0.0995203


Tree=8247
num_leaves=24
num_cat=0
split_feature=17 9 27 26 0 0 17 26 18 18 9 9 0 17 5 9 18 17 7 9 9 9 9
split_gain=0.00593541 0.00995391 0.00108689 0.000793286 0.00145472 0.00724322 0.0189286 0.00190317 0.0010154 0.00207259 0.0016593 0.00303434 0.00152287 0.000877834 0.000585342 0.00171791 0.0011298 0.00142659 0.00124261 0.00103757 0.000458543 0.00174199 0.000755853
threshold=0.51734000000000024 0.091310000000000016 -0.14624499999999999 0.083885000000000029 -0.084964999999999999 -0.086474999999999996 -0.0094900000000000002 0.087495000000000031 0.10256000000000003 0.11362500000000002 0.11408000000000003 0.10526500000000003 -0.069955000000000003 -0.5696199999999999 0.2686150000000001 0.088610000000000008 -0.10303999999999999 -0.12118 -0.075879999999999989 0.098465000000000011 0.08486500000000001 0.08401500000000002 0.085355000000000028
decision_type=2 2 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 13 5 20 -7 -8 10 -10 11 -6 -11 -4 16 -16 17 -15 -18 -17 21 -5 -22
right_child=1 -3 3 4 8 6 7 -9 9 12 -12 -13 -14 14 15 19 18 -19 -20 -21 22 -23 -24
leaf_value=-0.00043941498328498258 7.5782630981311499e-05 -0.0017631920033782556 -0.00043720448305252751 -5.2308125228671462e-05 -2.3744218037752138e-05 0.0022044492322316894 -0.00053116188548456332 0.00037114990890013574 0.0007750737786631146 -0.00022611161510324327 -0.00053014504696695299 0.00080268281662656388 0.00040067177470049881 4.9400962249127738e-05 0.0005520162575655351 -0.00030799664977660735 0.0004874952076713177 -0.00068954330561913637 -1.4803573093732383e-05 0.00027438701164524246 -0.00037258048098332848 0.00052999515682171177 3.25439941894735e-05
leaf_weight=46 70 49 46 134 998 59 46 46 51 89 59 46 67 46 72 71 51 54 1096 52 52 80 360
leaf_count=46 70 49 46 134 998 59 46 46 51 89 59 46 67 46 72 71 51 54 1096 52 52 80 360
internal_value=0 -0.000674563 3.95772e-05 4.59695e-05 8.55927e-05 0.000193609 0.000812596 -7.11079e-05 2.09003e-05 0.000223429 -1.63662e-05 1.18851e-05 3.78363e-05 -9.05417e-06 4.0362e-06 0.000164849 -2.04545e-05 -0.000341443 6.81686e-06 -5.51302e-05 4.29926e-05 0.00016155 -1.66013e-05
internal_weight=0 119 3621 3575 2087 777 151 92 1310 207 1103 1044 156 1488 1442 195 1247 100 1147 123 626 214 412
internal_count=3740 119 3621 3575 2087 777 151 92 1310 207 1103 1044 156 1488 1442 195 1247 100 1147 123 626 214 412
is_linear=0
shrinkage=0.0995203


Tree=8248
num_leaves=18
num_cat=0
split_feature=17 17 8 7 25 20 20 20 20 8 6 21 18 0 0 0 6
split_gain=0.00205362 0.00288778 0.00117842 0.00115917 0.00127229 0.000882219 0.00198566 0.00222093 0.00140589 0.00400528 0.00124483 0.00122183 0.000776334 0.00055472 0.00135256 0.000793711 0.000504091
threshold=0.50644500000000015 0.51326500000000019 -0.074504999999999988 -0.15142999999999998 0.10222500000000002 -0.048779999999999997 -0.073489999999999986 -0.070354999999999987 -0.01137 -0.014194999999999999 -0.074569999999999984 -0.084759999999999988 -0.13579499999999997 -0.052884999999999995 -0.014889999999999999 -0.067059999999999995 -0.031674999999999995
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 13 -8 9 -7 -9 -10 -13 15 -15 -5 -3
right_child=1 2 -4 4 -6 8 7 10 11 -11 -12 12 -14 14 -16 -17 -18
leaf_value=-0.00050178822008119012 0.00099081492908720931 9.5757183811523753e-05 0.00043508949711573686 -1.789341379232461e-05 0.00049606196590050878 2.3890195769972373e-05 0.00090351309703569534 -0.00027406665519277195 0.00041928347697557872 -0.0010968733771643097 0.0003339348239205238 -0.00029145194949725634 -4.2273609679167578e-05 -0.00047774831760918587 0.0001967229728798431 0.00033632281870628458 -0.00035077269371999899
leaf_weight=51 46 47 60 776 46 85 50 49 54 49 99 134 1949 76 46 68 49
leaf_count=51 46 47 60 776 46 85 50 49 54 49 99 134 1949 76 46 68 49
internal_value=0 0.00029611 8.60135e-05 -2.99953e-05 -2.28479e-05 -3.00352e-05 3.99751e-05 0.000327303 -6.62795e-05 -0.000379832 0.000127106 -4.62351e-05 -5.86963e-05 -1.80707e-05 -0.000216729 9.67542e-06 -0.000123632
internal_weight=0 202 156 3532 3481 3435 1164 198 2271 134 148 2137 2083 966 122 844 96
internal_count=3734 202 156 3532 3481 3435 1164 198 2271 134 148 2137 2083 966 122 844 96
is_linear=0
shrinkage=0.0995203


Tree=8249
num_leaves=12
num_cat=0
split_feature=17 17 8 7 1 17 4 17 11 4 9
split_gain=0.00166969 0.00233721 0.000985469 0.000939697 0.000737203 0.00154432 0.00104532 0.00100701 0.000636953 0.000832585 0.00055532
threshold=0.50644500000000015 0.51326500000000019 -0.076554999999999998 -0.15142999999999998 -0.49837999999999999 -0.55754499999999996 0.099510000000000029 -0.12118 -0.37506 0.15028500000000003 0.083235000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 6 -6 7 -5 -7 10 -10
right_child=1 2 -4 4 5 8 -8 -9 9 -11 -12
leaf_value=-0.00045185018364994817 0.00089220889245709663 -0.00014436587758073871 0.00035454149451016008 0.00028501792585096185 0.00052338334093380364 0.00031074938129275472 -0.00049428752442226445 -0.00028572875824465311 5.372325347726667e-05 -0.00042771246695412382 -4.2214638183115999e-05
leaf_weight=51 46 85 71 56 53 57 77 67 799 50 2322
leaf_count=51 46 85 71 56 53 57 77 67 799 50 2322
internal_value=0 0.000267045 7.74534e-05 -2.69871e-05 -2.05273e-05 -8.9588e-06 -0.000206215 -1.92211e-05 -1.79528e-05 -2.41196e-05 -1.73915e-05
internal_weight=0 202 156 3532 3481 3281 200 123 3228 3171 3121
internal_count=3734 202 156 3532 3481 3281 200 123 3228 3171 3121
is_linear=0
shrinkage=0.0995203


Tree=8250
num_leaves=26
num_cat=0
split_feature=3 3 2 6 6 2 17 17 2 6 8 8 8 3 6 3 9 5 19 9 9 8 9 5 2
split_gain=0.0013905 0.00188084 0.00165755 0.00308245 0.00164357 0.00122925 0.0011159 0.00188849 0.00107252 0.000744652 0.0013467 0.0025309 0.00237337 0.0022172 0.000823483 0.00102666 0.00155453 0.000996815 0.000852196 0.000803621 0.00132074 0.000859162 0.000592255 0.000427862 0.000455446
threshold=0.084550000000000028 0.084290000000000018 -0.086554999999999993 0.085760000000000017 0.085570000000000021 0.08666500000000002 0.50644500000000015 0.51326500000000019 -0.074084999999999998 0.10165000000000003 -0.080055000000000001 -0.083294999999999994 -0.057284999999999996 0.10871500000000002 0.092405000000000029 0.089985000000000023 0.096305000000000016 -0.072054999999999994 0.13251500000000005 0.11222500000000002 0.10591500000000002 0.056535000000000009 0.083540000000000017 -0.09583499999999999 -0.017704999999999995
decision_type=2 2 2 2 2 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 22 23 9 -8 -9 14 11 -11 -12 -14 18 -16 17 -17 19 20 -2 -21 -1 -4 -25
right_child=6 -3 3 -5 -6 -7 7 8 -10 10 12 -13 13 -15 15 16 -18 -19 -20 21 -22 -23 -24 24 -26
leaf_value=0.00015212656317773742 -9.3944623482813494e-06 -0.00071985302266210278 -0.00015328605351374032 -0.00096670557034374098 0.00052955326524225643 -0.00054573070210225841 0.00080341608814992046 0.0003052146788377692 -0.00022295651389206349 -0.00024609817488827117 -0.00072115816752472517 0.00062365696164927442 0.00040519388065731816 -0.00044273507717230374 0.00053641574500217968 0.00019422267354819738 0.00048509623016075408 -0.00039617578798502415 0.00039440311072628625 0 -0.00047576334032138032 0.00055707525223510474 -0.0002959296468626334 0.00036268725294898272 -3.7843440172544772e-05
leaf_weight=52 2213 54 76 49 67 47 46 86 67 82 81 55 60 62 64 47 58 67 53 67 62 50 63 53 53
leaf_count=52 2213 54 76 49 67 47 46 86 67 82 81 55 60 62 64 47 58 67 53 67 62 50 63 53 53
internal_value=0 -0.000161893 -9.46142e-05 -0.000248519 0.000135973 -9.12707e-05 1.42719e-05 0.00024255 6.85735e-05 -4.94336e-07 -0.000139502 9.70983e-05 -0.000303211 -1.90108e-05 1.6829e-05 0.000194362 6.23272e-05 -0.000145585 0 -9.05278e-06 -2.24641e-05 0.000244727 -8.62119e-05 2.1592e-05 0.000154699
internal_weight=0 514 460 278 182 229 3220 199 153 3021 340 137 203 122 2681 236 172 114 2445 2392 2275 117 115 182 106
internal_count=3734 514 460 278 182 229 3220 199 153 3021 340 137 203 122 2681 236 172 114 2445 2392 2275 117 115 182 106
is_linear=0
shrinkage=0.0995203


Tree=8251
num_leaves=21
num_cat=0
split_feature=3 3 2 2 1 17 2 17 17 1 2 8 19 8 3 3 3 19 17 8
split_gain=0.00113286 0.00152171 0.00135001 0.00217736 0.00111583 0.00178951 0.00105304 0.00110526 0.000904409 0.00212106 0.000807045 0.000990943 0.000619273 0.000623682 0.00156829 0.00559486 0.00436444 0.00100385 0.00136369 0.00112258
threshold=0.084550000000000028 0.084290000000000018 -0.086554999999999993 -0.082954999999999987 -0.081594999999999987 -0.07496499999999999 -0.026175 -0.012064999999999999 0.50644500000000015 -0.066524999999999987 -0.07934999999999999 -0.074504999999999988 0.13251500000000005 -0.078844999999999985 0.085795000000000024 0.087045000000000025 0.088055000000000022 0.11028000000000003 -0.53166999999999998 -0.080924999999999983
decision_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 -1 -5 -8 12 -10 -11 -12 13 17 -15 -16 -17 18 -2 -20
right_child=8 -3 3 6 -6 -7 7 -9 9 10 11 -13 -14 14 15 16 -18 -19 19 -21
leaf_value=-5.3285385083073836e-05 0.00058412024594610857 -0.00064821312735256602 -0.00082119163872774233 0.00022225654239521158 -0.00020858990806569522 0.00070818149245576313 1.9456771846171962e-05 -0.00049914368473276838 0.00075808756516722493 0.00033182286614951817 -0.00047969568746164147 0.00016142910427783505 0.00031062446021917967 -0.00062044247456974734 0.00099835462808525255 -0.0010265796998365916 -3.89624175184995e-05 -0.00033170231734934262 8.0870080974158134e-06 0.00031823629591111387
leaf_weight=62 47 54 50 71 63 57 78 79 53 53 47 46 62 47 50 46 1310 69 1262 128
leaf_count=62 47 54 50 71 63 57 78 79 53 53 47 46 62 47 50 46 1310 69 1262 128
internal_value=0 -0.000146099 -8.53753e-05 -0.000224372 0.000122441 0.000304572 -8.99003e-05 -0.000236281 1.29009e-05 0.000218412 1.68949e-05 -0.000153778 -3.65534e-07 -7.15838e-06 -5.39058e-05 -3.43853e-05 -7.30694e-05 3.74003e-05 5.56931e-05 3.72365e-05
internal_weight=0 514 460 278 182 119 228 157 3220 199 146 93 3021 2959 1453 1406 1356 1506 1437 1390
internal_count=3734 514 460 278 182 119 228 157 3220 199 146 93 3021 2959 1453 1406 1356 1506 1437 1390
is_linear=0
shrinkage=0.0995203


Tree=8252
num_leaves=14
num_cat=0
split_feature=2 2 25 20 26 8 1 8 10 3 5 7 1
split_gain=0.00595346 0.044252 0.00294602 0.00138514 0.00141919 0.0015147 0.00109307 0.00255796 0.00108721 0.000907634 0.000856473 0.00109432 0.000730162
threshold=-0.11700999999999999 -0.14091999999999996 1.0000000180025095e-35 0.15091500000000005 -0.236315 0.10649000000000002 -0.50763499999999995 -0.012329999999999999 0.09056500000000002 0.11089500000000001 0.063170000000000018 0.058975000000000007 -0.44477499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -2 6 7 -6 9 10 11 -1 -8
right_child=2 -3 -4 -5 5 -7 12 -9 -10 -11 -12 -13 -14
leaf_value=-0.00048601435412117791 0.00043727641631506191 0.0032611339833907545 0.0006185583356306285 0.0004387520288779843 -0.00019248850760394997 -0.0005560885110320545 -0.00037407372189273422 0.00081442952838570615 0.00039324714469211072 -0.00044114340398317847 0.00025016540386471083 0.00013392681720869612 -7.5040518364384446e-06
leaf_weight=54 71 48 80 72 47 50 55 51 61 53 90 56 2949
leaf_count=54 71 48 80 72 47 50 55 51 61 53 90 56 2949
internal_value=0 0.00044677 2.17137e-05 6.97437e-06 -2.41731e-06 -1.25813e-05 -3.55679e-06 0.000323167 1.3941e-05 -7.42766e-05 1.885e-05 -0.000162966 -1.44881e-05
internal_weight=0 362 3375 3295 3223 3152 3102 98 314 253 200 110 3004
internal_count=3737 362 3375 3295 3223 3152 3102 98 314 253 200 110 3004
is_linear=0
shrinkage=0.0995203


Tree=8253
num_leaves=21
num_cat=0
split_feature=26 26 3 3 1 5 0 3 5 5 0 5 5 6 21 9 21 6 1 6
split_gain=0.00286531 0.0106294 0.00447199 0.0130481 0.00179902 0.00257132 0.00149246 0.0014655 0.000603394 0.000881091 0.000612988 0.000620517 0.00215246 0.00142602 0.00106474 0.00167649 0.000541797 0.000823288 0.00042062 0.000423043
threshold=0.082850000000000021 0.047170000000000011 0.086605000000000029 0.084735000000000019 0.41696500000000009 -0.49053999999999998 -0.12236 0.088055000000000022 -0.50544999999999984 -0.43873000000000001 -0.11896 -0.02504 -0.018754999999999997 0.11816500000000002 0.098250000000000018 0.11351500000000002 0.15544000000000005 0.10009000000000003 0.50996500000000011 -0.09007999999999998
decision_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 7 -6 -1 -4 -2 -10 -11 14 -13 -14 15 -12 17 -9 19 -8
right_child=8 -3 4 -5 5 -7 18 16 9 10 11 12 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00063043894560643884 -0.00034623594574932366 0.0012317769949231482 -0.00057097344675590355 0.0017932172835368825 0.00080911316643780622 -1.8884374428498424e-05 -0.00032440464419689221 -3.3687754923581398e-06 0.00037637582925834437 -0.0003612613255239904 5.9990334650039647e-05 -0.00056651793233328924 9.1500742139299848e-06 -0.00044473597887388004 0.00038362398431357676 -0.00052006528537259296 0.00030753736261789115 -0.00034359438447853767 0.00025950376429082275 2.6063923280145274e-05
leaf_weight=46 53 87 50 57 63 86 48 783 58 50 698 76 1087 73 89 53 48 78 48 106
leaf_count=46 53 87 50 57 63 86 48 783 58 50 698 76 1087 73 89 53 48 78 48 106
internal_value=0 0.000163313 9.69471e-05 0.000434421 3.31156e-06 0.000325715 0.000118816 -4.59266e-05 -1.41737e-05 -5.74053e-06 -1.65502e-05 -7.85359e-06 -5.30542e-05 -1.87077e-05 5.76813e-05 1.79642e-05 -1.61456e-05 -3.51414e-05 0 -7.78573e-05
internal_weight=0 1500 1413 305 1108 149 248 959 2237 2184 2126 2076 1236 1160 840 751 909 861 202 154
internal_count=3737 1500 1413 305 1108 149 248 959 2237 2184 2126 2076 1236 1160 840 751 909 861 202 154
is_linear=0
shrinkage=0.0995203


Tree=8254
num_leaves=14
num_cat=0
split_feature=27 27 25 20 27 23 1 6 28 0 3 27 2
split_gain=0.00514308 0.0285924 0.00199497 0.0012656 0.000606274 0.00105266 0.000711711 0.000571484 0.000445635 0.000474429 0.00123535 0.000720102 0.000529611
threshold=1.0000000180025095e-35 0.08427500000000003 1.0000000180025095e-35 0.15091500000000005 -0.032854999999999995 -0.046924999999999994 0.41696500000000009 0.15086500000000005 0.083225000000000021 -0.057604999999999996 0.13345500000000002 0.10120500000000002 -0.011474999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -7 9 10 11 12 -3
right_child=1 8 -4 -5 5 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.00024356338453161618 0.0021125027785934198 -4.8037799868928634e-05 0.00050022378837805072 0.00043170651834568659 -0.00047749632496253762 -1.1015254816944521e-05 0.00029886983023863262 -0.00025256498557639598 -0.00029603563231239607 -0.0001929210974903832 0.00051358099920487165 -0.00035650611883089053 0.00036164020130771126
leaf_weight=89 77 82 80 65 49 2859 71 101 46 67 56 47 48
leaf_count=89 77 82 80 65 49 2859 71 101 46 67 56 47 48
internal_value=0 0.00037803 9.22654e-06 -2.66621e-06 -1.18341e-05 -1.94798e-05 -1.18053e-05 -1.95339e-05 -5.6e-06 3.62047e-05 0.000105604 -1.88484e-05 9.69309e-05
internal_weight=0 423 3314 3234 3169 3080 3031 2960 346 300 233 177 130
internal_count=3737 423 3314 3234 3169 3080 3031 2960 346 300 233 177 130
is_linear=0
shrinkage=0.0995203


Tree=8255
num_leaves=21
num_cat=0
split_feature=18 2 9 22 20 0 0 20 8 9 6 17 0 8 0 4 17 0 8 6
split_gain=0.00458526 0.0181312 0.0343238 0.00214276 0.00110721 0.000931355 0.00126743 0.00174536 0.00133754 0.00126358 0.0012059 0.000749042 0.00124233 0.00174289 0.00118483 0.00169126 0.00126026 0.00112239 0.0014185 0.0013842
threshold=-0.085709999999999995 -0.11700999999999999 0.093705000000000024 0.079065000000000024 0.25779000000000007 -0.089449999999999988 -0.085605000000000001 -0.078725000000000003 -0.070134999999999989 0.10153500000000003 -0.0088699999999999994 -0.56005499999999986 0.12433000000000002 -0.0061900000000000002 -0.0083449999999999983 0.11670500000000002 -0.015464999999999998 -0.064494999999999983 -0.073999999999999996 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=1 2 -1 5 11 10 -7 8 -8 -9 -3 -2 14 -14 17 16 -16 19 -19 -13
right_child=4 3 -4 -5 -6 6 7 9 -10 -11 -12 12 13 -15 15 -17 -18 18 -20 -21
leaf_value=0.0034662317761497917 -0.00037276258889675184 -0.00048699913806391827 -0.00019853965801533755 0.00063964765022771978 0.00044763870419893466 0.00053957955577547912 -0.00063254547800051957 0.00021906998370162416 -2.0490386848843922e-05 -0.00028913394434450663 0.00015864038122937024 -3.2638946687772217e-06 -6.112600971231305e-05 0.00077793893122481876 -0.00094447826405579709 7.0788924588977944e-05 -0.00018088945498937595 -0.00013747248428152469 0.00039966453950404212 -0.00024157320585016921
leaf_weight=47 60 70 54 63 50 55 56 349 104 55 46 1987 49 46 46 69 46 73 136 276
leaf_count=47 60 70 54 63 50 55 56 349 104 55 46 1987 49 46 46 69 46 73 136 276
internal_value=0 0.000241997 0.00149874 8.19086e-05 -1.56992e-05 3.29886e-05 8.24542e-05 3.64248e-05 -0.000239826 0.000147857 -0.000223913 -2.43023e-05 -1.63381e-05 0.000336541 -2.93811e-05 -0.000291196 -0.000571582 -1.19981e-05 0.000208135 -3.26903e-05
internal_weight=0 899 101 798 2838 735 619 564 160 404 116 2788 2728 95 2633 161 92 2472 209 2263
internal_count=3737 899 101 798 2838 735 619 564 160 404 116 2788 2728 95 2633 161 92 2472 209 2263
is_linear=0
shrinkage=0.0995203


Tree=8256
num_leaves=20
num_cat=0
split_feature=22 6 17 17 1 26 26 18 21 8 9 9 0 17 3 3 0 1 0
split_gain=0.0192374 0.0168445 0.00124324 0.00454639 0.0106945 0.00122553 0.00103443 0.00200621 0.00225813 0.00129816 0.000952995 0.000913536 0.00167099 0.000723822 0.0011393 0.00236662 0.000550747 0.00151147 0.00144009
threshold=0.13264000000000004 0.23663500000000004 0.033280000000000011 0.070205000000000017 -0.078954999999999984 0.11746500000000003 0.11819500000000002 0.090795000000000028 0.098250000000000018 -0.049499999999999995 0.090255000000000016 0.11296000000000002 -0.064494999999999983 0.10932500000000002 0.084685000000000024 0.08708500000000001 -0.068604999999999985 0.41696500000000009 -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=1 2 6 4 -4 10 11 8 9 -8 -6 16 -13 -5 -15 -16 17 -1 -18
right_child=-2 -3 3 13 5 -7 7 -9 -10 -11 -12 12 -14 14 15 -17 18 -19 -20
leaf_value=1.1749626171440032e-05 0.0020661470598266163 0.0018746027633518576 0.001852558008372093 -0.00024811476318558061 0.00021856381248617734 0.00055508445738831273 -0.00030408336106515208 0.00030596036692899644 0.00014536338295615401 -0.0010633203940404665 -0.00039467626442386453 -6.2149136570039299e-05 0.00068908444643806725 0.00043638559262664759 -0.00066570354473806782 7.0708408981669428e-05 -0.00057604228464703936 0.00046586633762498781 -2.8366537535495803e-05
leaf_weight=1750 48 50 48 87 54 47 49 51 46 48 46 59 55 70 47 533 53 76 508
leaf_count=1750 48 50 48 87 54 47 49 51 46 48 46 59 55 70 47 533 53 76 508
internal_value=0 6.01029e-05 3.48634e-05 0.000133947 0.000561425 0.000134261 2.94128e-07 -0.000220774 -0.000414355 -0.000688228 -5.53404e-05 1.77695e-05 0.000293107 1.97312e-05 5.68408e-05 9.62217e-06 4.27675e-06 3.10988e-05 -8.1567e-05
internal_weight=0 3677 3627 932 195 147 2695 194 143 97 100 2501 114 737 650 580 2387 1826 561
internal_count=3725 3677 3627 932 195 147 2695 194 143 97 100 2501 114 737 650 580 2387 1826 561
is_linear=0
shrinkage=0.0995203


Tree=8257
num_leaves=14
num_cat=0
split_feature=20 22 17 17 5 26 4 4 4 3 3 8 2
split_gain=0.0167589 0.0160235 0.00122627 0.00811749 0.00110144 0.00124551 0.000790441 0.00317548 0.0011377 0.00117379 0.00143653 0.000792051 0.00077659
threshold=-0.41270499999999993 0.13264000000000004 0.056905000000000011 0.067035000000000025 -0.49053999999999998 -0.085605000000000001 0.13707500000000003 0.14566000000000004 0.12498500000000003 0.15108000000000005 0.13775000000000004 -0.080659999999999996 -0.084674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 8 -8 9 10 -2 -10 -7
right_child=1 -3 3 4 5 12 7 -9 11 -11 -12 -13 -14
leaf_value=0.0019659672506647709 -3.8971977880742667e-06 0.0018605237451525204 0.0010764661971160324 0.00038784898054477004 -0.00043832888863673563 0.00028255295166832963 -0.00081755207881923698 0.00017447369712495577 2.6362855439350401e-05 -0.00050067410289626627 0.00052946930029772741 0.00061577231092735287 -1.6558507881823775e-05
leaf_weight=46 2487 48 82 77 61 103 55 74 46 46 51 51 498
leaf_count=46 2487 48 82 77 61 103 55 74 46 46 51 51 498
internal_value=0 5.38294e-05 2.97203e-05 0.000136728 3.13457e-05 -8.88407e-06 -1.25281e-06 -0.000242137 1.00323e-05 -2.21378e-06 6.49803e-06 0.000344698 3.33414e-05
internal_weight=0 3679 3631 821 739 662 2810 129 2681 2584 2538 97 601
internal_count=3725 3679 3631 821 739 662 2810 129 2681 2584 2538 97 601
is_linear=0
shrinkage=0.0995203


Tree=8258
num_leaves=11
num_cat=0
split_feature=10 20 22 7 5 5 10 2 2 25
split_gain=0.0214386 0.0140564 0.00174944 0.00149429 0.00120956 0.012662 0.000988672 0.000732206 0.00057048 0.000549996
threshold=0.096215000000000023 -0.41270499999999993 0.13264000000000004 0.081125000000000017 -0.087699999999999986 -0.089564999999999992 0.086175000000000015 -0.11700999999999999 -0.10077999999999999 0.085465000000000027
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 9 7 -6 -5 -3
right_child=-2 2 -4 8 6 -7 -8 -9 -10 -11
leaf_value=0.0017703137991553959 0.0020768948753675143 2.4192079332091601e-05 -0.00058983863444348047 -0.00058941910635374264 -0.00023833262132036645 0.0015854387420615348 0.00043956364929832265 5.0487664895577904e-06 -8.1960635679203904e-05 0.00037586261532283514
leaf_weight=46 52 877 46 51 129 56 50 2325 46 47
leaf_count=46 52 877 46 51 129 56 50 2325 46 47
internal_value=0 4.13635e-05 1.92101e-05 2.72623e-05 3.82016e-05 0.000131943 1.18677e-06 -7.41154e-06 -0.000357208 4.29661e-05
internal_weight=0 3673 3627 3581 3484 980 2504 2454 97 924
internal_count=3725 3673 3627 3581 3484 980 2504 2454 97 924
is_linear=0
shrinkage=0.0995203


Tree=8259
num_leaves=12
num_cat=0
split_feature=10 21 22 7 9 26 9 6 9 21 1
split_gain=0.0173823 0.0115948 0.00163452 0.00153827 0.00110159 0.00158567 0.00180942 0.00143531 0.000846771 0.00187461 0.000400573
threshold=0.096215000000000023 -0.10962999999999999 0.12953000000000006 0.081125000000000017 0.11408000000000003 0.11699500000000003 0.097510000000000027 0.12241500000000002 0.14805500000000002 0.10254500000000003 -0.079844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3 9 -6 -5
right_child=-2 2 -4 10 8 6 -8 -9 -10 -11 -12
leaf_value=0.0012968111082613397 0.0018702019843330829 4.9637133733535225e-05 -0.00048970798414738244 -0.00013365028986672383 0.00070207919950058498 -5.088050335265923e-05 -0.00068606851522734665 -0.00034666070170095384 -1.192896663506423e-05 -3.1555864183673689e-05 -0.00056547561167690321
leaf_weight=71 52 2918 63 47 82 156 64 93 72 56 51
leaf_count=71 52 2918 63 47 82 156 64 93 72 56 51
internal_value=0 3.72692e-05 1.22148e-05 2.13811e-05 3.26725e-05 1.8044e-05 -0.000239384 3.71249e-05 0.000253844 0.00039844 -0.000366729
internal_weight=0 3673 3602 3539 3441 3231 220 3011 210 138 98
internal_count=3725 3673 3602 3539 3441 3231 220 3011 210 138 98
is_linear=0
shrinkage=0.0995203


Tree=8260
num_leaves=16
num_cat=0
split_feature=20 22 1 17 17 17 3 0 0 5 5 0 5 5 0
split_gain=0.0018067 0.00139842 0.000764013 0.000608793 0.00211212 0.0083532 0.00173103 0.00150909 0.00107265 0.000625819 0.00208696 0.00155247 0.00146296 0.00123165 0.000630897
threshold=-0.41270499999999993 0.13264000000000004 -0.52333999999999992 -0.000475 -0.012064999999999999 -0.010239999999999999 0.084550000000000028 -0.20796499999999998 -0.083694999999999992 -0.012464999999999999 -0.021235 -0.077945 0.054660000000000007 -0.034484999999999995 -0.082339999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 -7 -4 -9 10 13 14 -13 -5 -11
right_child=1 -3 3 9 5 6 -8 8 -10 11 -12 12 -14 -15 -16
leaf_value=-0.00063007646386590481 -0.00029387809766898571 -0.00053788856260569189 0.00046872662651105623 -6.6845521966793058e-05 0.0015114880669882351 -0.00041928737994833556 0.00018978973798180275 -0.00013317403064334808 3.3836949116549404e-05 0.00013502083042094681 -0.00054009408423570486 0.00024324371316722227 -0.00041783176176419753 0.00033137893407630476 0.00067771047226994254
leaf_weight=48 90 50 63 1143 46 58 221 602 1025 47 89 60 72 82 47
leaf_count=48 90 50 63 1143 46 58 221 602 1025 47 89 60 72 82 47
internal_value=0 -1.49125e-05 -7.51399e-06 -3.39874e-08 3.57389e-05 0.000268164 6.02374e-05 -8.47387e-06 -2.7455e-05 -4.73723e-05 -7.40485e-05 0.000104105 -0.000111141 -3.95206e-05 0.000415075
internal_weight=0 3695 3645 3555 2015 325 279 1690 1627 1540 1314 226 132 1225 94
internal_count=3743 3695 3645 3555 2015 325 279 1690 1627 1540 1314 226 132 1225 94
is_linear=0
shrinkage=0.0995203


Tree=8261
num_leaves=13
num_cat=0
split_feature=20 10 10 2 2 9 5 1 20 18 20 9
split_gain=0.00146489 0.000709091 0.000810783 0.0016853 0.00155898 0.000935349 0.000916776 0.000756869 0.000801823 0.000899012 0.000844521 0.000703606
threshold=-0.41270499999999993 0.096215000000000023 0.086275000000000018 -0.22383 -0.11700999999999999 0.09518500000000002 0.063170000000000018 -0.50954999999999984 0.0013750000000000004 0.092750000000000013 0.020795000000000004 0.081095000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 11 -6 9 -9 -10 -2
right_child=1 -3 3 -5 7 -7 -8 8 10 -11 -12 -13
leaf_value=-0.00056737137440276519 -2.1793013802411548e-05 -0.00037863460610230445 0.0007150926156867033 -0.00010050335747261729 -0.00028967166600866047 -0.00062727232139325544 0.00013916165424643972 5.1864420823958671e-05 -0.00053779774141908987 -9.2846551127083896e-05 -7.0089971281095956e-05 -0.00053648466611746571
leaf_weight=48 50 52 46 52 86 55 66 2394 46 514 269 65
leaf_count=48 50 52 46 52 86 55 66 2394 46 514 269 65
internal_value=0 -1.33843e-05 -7.94601e-06 0.000273974 -1.59705e-05 -0.000263115 -0.000147936 1.40861e-06 9.42956e-06 2.60047e-05 -0.000140989 -0.000319824
internal_weight=0 3695 3643 98 3545 236 181 3309 3223 2908 315 115
internal_count=3743 3695 3643 98 3545 236 181 3309 3223 2908 315 115
is_linear=0
shrinkage=0.0995203


Tree=8262
num_leaves=12
num_cat=0
split_feature=20 10 10 0 2 17 18 0 18 26 26
split_gain=0.00118697 0.000574453 0.000653859 0.00146936 0.00127035 0.000928768 0.000750747 0.00089678 0.00113457 0.000667765 0.00129645
threshold=-0.41270499999999993 0.096215000000000023 0.086275000000000018 -0.061654999999999995 -0.10934999999999999 -0.55286000000000002 0.027500000000000007 0.019150000000000004 -0.0039399999999999991 -0.23033499999999998 -0.13924499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -6 7 8 -2 -7 -11
right_child=1 -3 3 -5 5 9 -8 -9 -10 10 -12
leaf_value=-0.00051090619867413063 -0.00042810002421476366 -0.00034095244769528731 -0.0001335011250907581 0.00062645217207372723 0.00040040371453575215 0.00027343495293858066 1.4915612441058126e-05 -0.00065553913346645611 0.00019599385439422116 -0.00049142448724600013 -3.5846982893817626e-06
leaf_weight=48 70 52 48 50 57 83 81 61 47 55 3091
leaf_count=48 70 52 48 50 57 83 81 61 47 55 3091
internal_value=0 -1.21625e-05 -7.24468e-06 0.000245877 -1.4473e-05 2.00574e-06 -0.000226704 -0.000341254 -0.000170399 -4.77348e-06 -1.23736e-05
internal_weight=0 3695 3643 98 3545 3286 259 178 117 3229 3146
internal_count=3743 3695 3643 98 3545 3286 259 178 117 3229 3146
is_linear=0
shrinkage=0.0995203


Tree=8263
num_leaves=19
num_cat=0
split_feature=22 20 6 6 3 6 17 3 20 20 26 20 9 9 9 17 3 6
split_gain=0.00102408 0.000990969 0.000481902 0.00377152 0.00091123 0.00243416 0.0019552 0.00181781 0.000729208 0.00151345 0.00322693 0.000813746 0.000850827 0.00302132 0.00101626 0.000636268 0.00072171 0.000372673
threshold=0.13264000000000004 -0.41270499999999993 0.091615000000000016 0.09278500000000002 0.10871500000000002 0.11884000000000002 -0.047785000000000001 0.094285000000000022 -0.057024999999999999 -0.073489999999999986 0.097505000000000022 -0.042414999999999994 0.10526500000000003 0.11296000000000002 0.098720000000000016 -0.53299999999999992 0.11462500000000002 0.12638500000000005
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 7 -6 -5 9 15 -11 -10 14 -14 -13 -3 -17 -8
right_child=-2 2 3 4 6 -7 17 -9 11 10 -12 12 13 -15 -16 16 -18 -19
leaf_value=-0.00046006061656819947 -0.00046469522703943488 0.00026480835528098259 0.00089392082319844298 0.00012459016038569498 -0.00074384422374823111 0.00055620333207212556 -0.00015024116251081341 -0.00031359090159934394 -0.00036535035238570868 0.0008092042684247515 -0.00012806132770598093 -5.0413411351595629e-05 0.00074208131627848388 -0.00019150793701357507 -0.00049970671707861658 7.6561215581182948e-06 -0.00025499984286954987 0.0002446126837420433
leaf_weight=48 50 80 51 260 47 84 47 146 83 73 70 1623 58 82 52 723 120 46
leaf_count=48 50 80 51 260 47 84 47 146 83 73 70 1623 58 82 52 723 120 46
internal_value=0 -1.06461e-05 -4.50333e-06 7.07054e-05 2.76473e-06 6.80209e-05 -0.000219785 -3.0966e-05 -2.20593e-05 4.33656e-05 0.000344678 -5.9236e-05 -4.47864e-05 0.000189418 -6.48504e-05 -2.42978e-06 -2.87616e-05 3.62605e-05
internal_weight=0 3693 3645 681 630 490 140 406 2964 1066 143 1898 1815 140 1675 923 843 93
internal_count=3743 3693 3645 681 630 490 140 406 2964 1066 143 1898 1815 140 1675 923 843 93
is_linear=0
shrinkage=0.0995203


Tree=8264
num_leaves=19
num_cat=0
split_feature=20 21 21 0 6 10 10 2 4 1 17 21 2 6 0 6 5 5
split_gain=0.00159642 0.00176936 0.00813954 0.0164056 0.00147511 0.00123476 0.00116641 0.00122063 0.00187725 0.00113772 0.00107127 0.00184589 0.000753994 0.00164356 0.00192459 0.000884977 0.00155375 0.00117911
threshold=0.16383500000000004 0.086690000000000017 0.089125000000000024 -0.092724999999999988 0.14653500000000005 0.090150000000000022 0.086275000000000018 0.13896000000000006 0.13364000000000004 -0.50597999999999999 -0.53015499999999993 0.10384500000000002 -0.078289999999999985 -0.14723999999999998 -0.096019999999999994 -0.050699999999999995 0.19791500000000004 0.51100000000000012
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 6 7 9 -9 -1 11 -4 13 -12 -15 17 -17 -14
right_child=-2 2 10 -5 -6 -7 -8 8 -10 -11 12 -13 15 14 -16 16 -18 -19
leaf_value=-0.00041599051467115832 -0.00046248037481392651 0.0023201690384440209 -0.00068590411141134064 0 -0.00045490771396597917 -0.00046997761737624795 0.0004403544680181119 0.00063646507561389038 -9.7961141393514646e-05 -4.309700722370093e-05 -0.00031468505742473005 0.00010452836539487613 -2.897773129821389e-05 0.00075039834663224807 0.00010614718660504092 -0.00017386191166950712 0.00060649185133346641 -0.00050765250200345349
leaf_weight=85 79 47 58 84 89 65 51 65 70 2116 57 56 412 63 185 46 53 59
leaf_count=85 79 47 58 84 89 65 51 65 70 2116 57 56 412 63 185 46 53 59
internal_value=0 -9.84808e-06 9.40907e-05 0.00083128 -5.59835e-05 -4.11699e-05 -2.91501e-05 -3.97509e-05 0.000249588 -5.78697e-05 -2.72748e-06 -0.000290441 3.38219e-05 0.000160575 0.000273109 -3.25658e-05 0.000235634 -9.06772e-05
internal_weight=0 3661 1120 131 2541 2452 2387 2336 135 2201 989 114 875 305 248 570 99 471
internal_count=3740 3661 1120 131 2541 2452 2387 2336 135 2201 989 114 875 305 248 570 99 471
is_linear=0
shrinkage=0.0995203


Tree=8265
num_leaves=26
num_cat=0
split_feature=20 20 20 21 4 6 3 20 6 8 8 1 9 6 6 6 1 1 8 8 0 6 26 8 17
split_gain=0.00131101 0.0112883 0.0011126 0.00106085 0.000888485 0.00178609 0.00150579 0.00111982 0.0047394 0.00132475 0.000777533 0.00108302 0.00123259 0.00102085 0.00258674 0.00210474 0.00136613 0.000923221 0.000984326 0.000916893 0.000698431 0.00103597 0.00246257 0.00148994 0.000729824
threshold=-0.081189999999999998 -0.08231999999999999 0.16383500000000004 0.11754000000000002 0.086380000000000026 -0.088954999999999992 0.10648500000000002 -0.085594999999999991 -0.011749999999999998 -0.086254999999999984 -0.079049999999999995 0.0022300000000000006 0.11741500000000002 -0.050699999999999995 -0.067359999999999989 0.004915000000000001 0.055865000000000012 -0.018369999999999997 -0.077784999999999993 -0.079854999999999995 -0.14824999999999997 0.094510000000000025 0.09032500000000003 -0.080724999999999991 0.077740000000000017
decision_type=2 2 2 2 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 4 5 -1 -6 9 -9 -7 19 12 17 14 16 -15 -13 18 -12 20 24 23 -23 -22 -2
right_child=2 -3 -4 -5 6 7 -8 8 -10 -11 11 13 -14 15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26
leaf_value=0.00041683486157011255 0.00050637201717638081 0.0011728019780678554 -0.00041645407033146024 0.00033821164670159895 -0.00057472476881352389 0.00043752582900298802 7.8351227379108173e-05 -0.0011141928393411642 0.00021370748434884851 -0.00011444795304897672 -0.00048464954693124603 0.00033311685242950535 -0.00061497247353768235 0.00073134215682902715 -0.00070883704754576553 -0.00014118864119607087 -8.4881134749518065e-05 -0.00043780833508042655 -5.5246830653772294e-05 0.00044531203001812797 -2.8509713883974553e-05 -0.00025275418669707533 0.00053832330608131508 -0.00058504636141113559 -1.0907577521460517e-05
leaf_weight=78 53 86 79 65 83 55 57 48 58 198 58 114 55 55 51 52 237 85 716 47 1151 64 96 50 49
leaf_count=78 53 86 79 65 83 55 57 48 58 198 58 114 55 55 51 52 237 85 716 47 1151 64 96 50 49
internal_value=0 0.000101753 -4.6898e-05 -4.04461e-05 -8.45213e-05 -1.26605e-05 -0.000302982 -0.000108257 -0.000379883 2.31073e-06 -3.66649e-05 -8.9521e-05 -0.000154442 2.54471e-05 -4.5503e-05 0.000299658 4.85467e-05 -0.000124002 -8.8482e-05 1.26036e-05 -7.37937e-07 -2.01197e-05 0.000216776 -5.23611e-05 0.000249849
internal_weight=0 728 3012 642 577 437 140 359 106 253 2933 1423 914 509 402 107 351 859 774 1510 1463 1361 160 1201 102
internal_count=3740 728 3012 642 577 437 140 359 106 253 2933 1423 914 509 402 107 351 859 774 1510 1463 1361 160 1201 102
is_linear=0
shrinkage=0.0995203


Tree=8266
num_leaves=25
num_cat=0
split_feature=8 8 21 8 8 8 17 17 9 6 5 5 8 2 0 0 0 17 8 6 1 17 21 1
split_gain=0.001132 0.0154695 0.000868871 0.000715658 0.000859985 0.00078596 0.000607712 0.00082025 0.00152787 0.00210512 0.000644863 0.00100929 0.00241462 0.000773157 0.000924778 0.000711516 0.00159229 0.00108684 0.000561304 0.000546117 0.00108537 0.00141706 0.00107626 0.00062302
threshold=-0.088144999999999987 -0.088734999999999994 -0.118135 -0.093384999999999982 -0.091600000000000001 -0.090274999999999994 -0.53015499999999993 -0.54752499999999993 0.095415000000000014 -0.011749999999999998 -0.497305 -0.54382499999999989 -0.0061900000000000002 0.097745000000000012 -0.15137999999999999 -0.10287 -0.095649999999999999 -0.067864999999999995 -0.51030999999999993 -0.031674999999999995 -0.076894999999999991 -0.008069999999999999 0.10526500000000003 0.0049450000000000015
decision_type=2 2 2 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 18 -5 -6 7 8 9 -4 11 -8 -13 15 -15 17 -17 -12 -1 22 21 -21 23 -20
right_child=2 -3 6 4 5 -7 10 -9 -10 -11 13 12 -14 14 -16 16 -18 -19 19 20 -22 -23 -24 -25
leaf_value=0.000166576806326963 -0.00047345403536394669 0.0017301971468247773 0.00024917184832162195 0.00038004488028707973 -0.00024086317636933964 0.00019263209971545945 0.00013287226572757639 -0.00048369670959828604 0.00041402532004171453 -0.00058409614167661324 -0.00050436064871649841 2.3346357521129807e-05 -0.00088397443124305249 0.0005442414302675449 0 0.00041743989344305112 -2.7226522294383209e-05 0 -0.00014455879542997092 0.00016928601068068384 -0.00054113220118866886 -0.00037808259834150255 -0.00040385739290123881 0.00020295389589952329
leaf_weight=78 47 53 48 84 78 88 53 69 46 76 75 62 52 53 71 83 1993 91 76 98 75 88 57 146
leaf_count=78 47 53 48 84 78 88 53 69 46 76 75 62 52 53 71 83 1993 91 76 98 75 88 57 146
internal_value=0 7.9414e-05 -4.75208e-05 -2.04396e-05 0.000120352 -6.12698e-06 -4.00037e-05 -0.000192227 -6.91096e-05 -0.000254939 -2.53175e-05 -0.000214609 -0.000383339 -1.16106e-05 0.000229643 -2.5319e-05 -9.0541e-06 -0.000223797 -7.87189e-05 -0.000115666 -0.000219411 -8.52829e-05 -1.56813e-05 8.02981e-05
internal_weight=0 921 2819 868 250 166 2772 239 170 124 2533 167 114 2366 124 2242 2076 166 618 540 261 186 279 222
internal_count=3740 921 2819 868 250 166 2772 239 170 124 2533 167 114 2366 124 2242 2076 166 618 540 261 186 279 222
is_linear=0
shrinkage=0.0995203


Tree=8267
num_leaves=21
num_cat=0
split_feature=10 8 8 9 8 29 26 1 8 22 4 17 2 26 17 26 9 2 8 4
split_gain=0.00100991 0.00105448 0.0165771 0.000747615 0.00539869 0.00492704 0.00102889 0.000793253 0.00097098 0.000652512 0.000865794 0.00048067 0.000322781 0.000916994 0.000634892 0.00106119 0.000835062 0.000561788 0.000309755 0.000511892
threshold=0.091080000000000022 -0.088429999999999995 -0.089044999999999999 0.11351500000000002 0.11023500000000003 0.097185000000000021 -0.230515 0.036605000000000013 -0.046889999999999994 0.095670000000000019 0.10739000000000003 -0.010655 -0.080069999999999988 0.082605000000000026 -0.0073949999999999997 0.086515000000000022 0.085335000000000022 -0.076954999999999996 -0.51030999999999993 0.10268000000000002
decision_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 5 7 6 -3 8 -5 10 -8 -11 13 -1 15 -15 -16 -14 -19 -20
right_child=-2 3 -4 4 -6 -7 9 -9 -10 11 -12 -13 17 14 16 -17 -18 18 19 -21
leaf_value=-0.00041160434322164499 -0.00036216372801428735 -0.00044948716064791147 0.0017777983794335303 -0.00040544233654365915 -0.0011434169518354156 0.00096590567561231791 -3.7138318181385559e-05 0.00040595450790113303 0.00019604153452214482 -3.1635812304681983e-06 0.00018402560704943631 -0.00041817877129743662 0.00029579412843330739 0.00045844329911052015 -0.00047069633894559197 -0.00012589962523446463 1.05772766827044e-05 0.00016463325786144226 8.7443975920456463e-05 -0.00016390418207986817
leaf_weight=72 81 60 54 50 48 49 2165 47 55 51 190 73 68 60 52 60 104 77 135 189
leaf_count=72 81 60 54 50 48 49 2165 47 55 51 190 73 68 60 52 60 104 77 135 189
internal_value=0 -6.47261e-06 8.88388e-05 -3.65425e-05 -0.000222377 -2.18649e-05 -4.12503e-05 6.30923e-05 -8.2583e-05 -3.10394e-05 -1.89473e-05 -0.000254089 -2.17919e-05 -9.49974e-05 -9.43816e-06 0.00015945 -0.0001446 3.07813e-05 -1.2117e-05 -5.66492e-05
internal_weight=0 3659 871 2788 200 2588 2539 152 105 2479 2355 124 817 348 276 120 156 469 401 324
internal_count=3740 3659 871 2788 200 2588 2539 152 105 2479 2355 124 817 348 276 120 156 469 401 324
is_linear=0
shrinkage=0.0995203


Tree=8268
num_leaves=10
num_cat=0
split_feature=0 10 0 17 6 8 27 0 27
split_gain=0.00111056 0.00104359 0.00149934 0.00257129 0.000658329 0.000522345 0.000857562 0.00119816 0.000574608
threshold=-0.26289499999999993 0.090150000000000022 0.12387500000000003 -0.16855499999999998 0.23663500000000004 0.24853500000000003 0.10530500000000002 -0.072694999999999996 0.096090000000000023
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 8 -8 -2
right_child=1 -3 3 -5 -6 -7 7 -9 -10
leaf_value=-0.00050396284630331817 -2.7321226954248968e-05 -0.0003670298532848828 0.00084819783629678949 -3.8733230961110605e-05 -0.00039732806029367572 0.00026991801588654177 6.034947613736532e-07 -0.00068332344009891294 0.0002728837247140233
leaf_weight=49 3238 87 53 79 48 58 50 47 64
leaf_count=49 3238 87 53 79 48 58 50 47 64
internal_value=0 -2.5924e-05 -1.75394e-05 0.000311181 -3.01528e-05 -2.48178e-05 -3.0088e-05 -0.000322345 -2.12547e-05
internal_weight=0 3724 3637 132 3505 3457 3399 97 3302
internal_count=3773 3724 3637 132 3505 3457 3399 97 3302
is_linear=0
shrinkage=0.0995203


Tree=8269
num_leaves=9
num_cat=0
split_feature=0 10 10 0 10 1 21 21
split_gain=0.000900036 0.000845946 0.00127733 0.000712564 0.0012706 0.000866503 0.000605791 0.000522934
threshold=-0.26289499999999993 0.090150000000000022 0.086275000000000018 0.12461500000000002 0.080705000000000013 -0.49367499999999997 -0.118135 -0.085914999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 -2 -8
right_child=1 -3 -4 5 -6 -7 7 -9
leaf_value=-0.00045380833756603447 -0.00037676258883187063 -0.00033050290184153937 0.00042422408826351153 0.00052581538696700933 -0.00055240623719626574 -2.1973035997567426e-05 0.00019606615674456262 -2.6828711055084815e-05
leaf_weight=49 48 87 64 51 46 59 107 3262
leaf_count=49 48 87 64 51 46 59 107 3262
internal_value=0 -2.33441e-05 -1.57715e-05 -2.38819e-05 -3.20099e-05 0.00022456 -2.47646e-05 -1.95065e-05
internal_weight=0 3724 3637 3573 3463 110 3417 3369
internal_count=3773 3724 3637 3573 3463 110 3417 3369
is_linear=0
shrinkage=0.0995203


Tree=8270
num_leaves=15
num_cat=0
split_feature=0 3 17 3 18 6 18 5 17 0 0 5 5 18
split_gain=0.000729288 0.000588103 0.00230572 0.00159701 0.00121011 0.00138648 0.00347385 0.00114818 0.000882931 0.000935626 0.00131245 0.000562113 0.00135748 0.00120939
threshold=-0.26289499999999993 0.11125500000000002 -0.54441499999999998 0.10850000000000003 0.22074500000000005 0.11816500000000002 -0.07989499999999998 0.51775000000000015 0.23832000000000006 -0.15468499999999999 -0.14028499999999997 0.27139000000000008 0.26411500000000004 -0.10872
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 11 -7 8 9 -4 -11 12 -2 -13
right_child=1 2 7 -5 -6 6 -8 -9 -10 10 -12 13 -14 -15
leaf_value=-0.00040864526579087831 -2.4654791891398163e-05 0.00072308975294126728 -0.00031664604309400505 -0.00045523228060929965 0.00036488282470503752 0.000280414901171477 -0.00080966369825381107 -0.00042179815949970172 0.00035310739414042024 0.0005545224547944791 2.200849320867086e-06 -7.8661654985726176e-05 -0.00053964789233763247 0.0004827449226915034
leaf_weight=49 2436 48 78 90 75 47 72 56 82 47 490 85 52 66
leaf_count=49 2436 48 78 90 75 47 72 56 82 47 490 85 52 66
internal_value=0 -2.10427e-05 5.4062e-05 -4.1904e-05 -2.84843e-05 -3.94782e-05 -0.000372249 1.03276e-05 4.6221e-05 3.97169e-06 5.20663e-05 -2.41624e-05 -3.57474e-05 0.0001613
internal_weight=0 3724 801 2923 2833 2758 119 753 697 615 537 2639 2488 151
internal_count=3773 3724 801 2923 2833 2758 119 753 697 615 537 2639 2488 151
is_linear=0
shrinkage=0.0995203


Tree=8271
num_leaves=12
num_cat=0
split_feature=10 10 23 20 18 29 26 26 22 8 8
split_gain=0.000704262 0.00104281 0.000573525 0.000510898 0.00120832 0.000733943 0.000776245 0.00195771 0.000394791 0.000704238 0.000432725
threshold=0.090150000000000022 0.086275000000000018 0.086650000000000019 0.0057800000000000013 -0.088579999999999992 0.096845000000000028 -0.236315 -0.22491999999999998 0.086140000000000008 -0.050299999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -8 9 -6 -10
right_child=-2 -3 -4 4 8 -7 7 -9 10 -11 -12
leaf_value=0.00033406310139257359 -0.00030410093961707611 0.00038062375584500038 -0.00033266825808631783 0.00050572016944247186 7.2806196892340194e-05 -0.00034054161133064179 -0.00063547230123871105 -1.8975309276639696e-05 -4.2560942038567852e-05 -0.00040117600821984852 0.00037553670431772908
leaf_weight=59 87 64 59 60 74 74 52 3101 46 51 46
leaf_count=59 87 64 59 60 74 74 52 3101 46 51 46
internal_value=0 -1.68359e-05 -2.40849e-05 -1.87453e-05 0.000110425 -2.98831e-05 -2.24711e-05 -2.94024e-05 0 -0.00011403 0.00015759
internal_weight=0 3686 3622 3563 277 3286 3212 3153 217 125 92
internal_count=3773 3686 3622 3563 277 3286 3212 3153 217 125 92
is_linear=0
shrinkage=0.0995203


Tree=8272
num_leaves=18
num_cat=0
split_feature=21 23 21 21 21 8 18 9 3 22 9 18 5 20 20 3 8
split_gain=0.00149527 0.00133343 0.000819442 0.00265406 0.00108341 0.000852349 0.00109525 0.00166152 0.00253563 0.000899317 0.000847288 0.00075111 0.00120388 0.00115812 0.000469425 0.000949877 0.000391295
threshold=0.16638500000000003 0.086085000000000023 -0.084574999999999997 -0.085914999999999991 -0.091104999999999992 0.0044850000000000011 0.0020050000000000003 0.11408000000000003 0.12131500000000002 0.079065000000000024 0.095415000000000014 -0.037059999999999989 0.26473000000000008 -0.085349999999999995 -0.0093149999999999986 0.089895000000000017 -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 16 9 7 8 -7 11 -8 13 -13 -4 -11 -16 -1
right_child=-2 -3 5 -5 -6 6 10 -9 -10 14 -12 12 -14 -15 15 -17 -18
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leaf_weight=73 57 67 83 46 52 217 50 49 46 68 71 1762 59 860 46 88 46
leaf_count=73 57 67 83 46 52 217 50 49 46 68 71 1762 59 860 46 88 46
internal_value=0 -1.20407e-05 -2.0408e-05 -0.000208065 -2.26206e-05 -8.18668e-06 0.0001219 2.05451e-05 0.000122191 -2.74538e-05 0.000376479 -1.2326e-05 -4.99041e-05 5.93718e-05 -0.000230396 -0.000338679 -0.000192683
internal_weight=0 3683 3616 217 171 3399 433 312 263 2966 121 2764 1821 943 202 134 119
internal_count=3740 3683 3616 217 171 3399 433 312 263 2966 121 2764 1821 943 202 134 119
is_linear=0
shrinkage=0.0995203


Tree=8273
num_leaves=12
num_cat=0
split_feature=21 23 3 3 2 2 10 10 1 0 5
split_gain=0.00121192 0.00108178 0.000726511 0.00258566 0.00107708 0.00191584 0.00102957 0.0010897 0.000807772 0.00117411 0.000729452
threshold=0.16638500000000003 0.086085000000000023 0.085965000000000028 0.085505000000000012 0.096520000000000022 1.0000000180025095e-35 0.091080000000000022 0.086275000000000018 -0.50597999999999999 0.047575000000000013 -0.011514999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 10 7 8 -4 -10 -1
right_child=-2 -3 6 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=6.7681234445640017e-05 -0.00047388575704787437 0.0003847971028139031 -0.00029274596808626747 -0.00062547385204449158 0.00042350679807107866 -0.00067912862070082102 -0.00043774486812420751 0.00041931496403482636 0 0.00034136799858061091 -0.00015125677342633389
leaf_weight=352 57 67 88 84 46 48 51 64 2518 104 261
leaf_count=352 57 67 88 84 46 48 51 64 2518 104 261
internal_value=0 -1.08867e-05 -1.84446e-05 -0.000102795 -3.95367e-05 -7.29991e-05 4.88377e-06 1.33166e-05 3.42637e-06 1.36788e-05 -2.42016e-05
internal_weight=0 3683 3616 791 707 661 2825 2774 2710 2622 613
internal_count=3740 3683 3616 791 707 661 2825 2774 2710 2622 613
is_linear=0
shrinkage=0.0995203


Tree=8274
num_leaves=10
num_cat=0
split_feature=6 7 9 3 9 29 10 26 1
split_gain=0.0010803 0.000776666 0.000561841 0.00092865 0.000884588 0.00259802 0.000913776 0.000773936 0.000235027
threshold=0.21988000000000005 -0.075879999999999989 0.11891000000000003 0.13085500000000003 0.11408000000000003 0.11485000000000002 0.093790000000000026 0.26711000000000013 0.018150000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 8 5 6 7 -3 -4
right_child=-2 2 3 -5 -6 -7 -8 -9 -10
leaf_value=0.0003188360466302818 -0.0004156876394278828 -1.4872514819019915e-05 -0.00015833033791590789 0.00052248060867372836 -0.00037468486179556256 0.00062655034913817087 -0.00046988384146118717 -0.00035995837054318464 0.00014540526762591693
leaf_weight=70 66 3210 49 50 70 61 46 66 52
leaf_count=70 66 3210 49 50 70 61 46 66 52
internal_value=0 -8.94818e-06 -1.55418e-05 0.000171702 -2.39671e-05 -1.64681e-05 -2.8522e-05 -2.20747e-05 0
internal_weight=0 3674 3604 151 3453 3383 3322 3276 101
internal_count=3740 3674 3604 151 3453 3383 3322 3276 101
is_linear=0
shrinkage=0.0995203


Tree=8275
num_leaves=12
num_cat=0
split_feature=21 23 21 21 26 26 20 20 2 2 6
split_gain=0.000966285 0.00077183 0.000624599 0.00141237 0.000699906 0.00111683 0.000602224 0.00126403 0.0012457 0.000576672 0.000253627
threshold=0.16638500000000003 0.086085000000000023 -0.084999999999999992 -0.087739999999999999 -0.2382 -0.15514999999999998 -0.085204999999999989 -0.083495 -0.081604999999999997 -0.088554999999999995 -0.0048649999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -4 -6 8 -8 -7 -1 -11
right_child=-2 -3 4 -5 5 6 7 -9 -10 10 -12
leaf_value=-0.00031989571038391537 -0.00042165243452708359 0.00032595306307922286 0.00030234471960211571 -0.00063227092515184412 -0.0003785240008918436 0.00038029754933204511 -0.00043011844216067028 -4.6992623458392548e-06 -4.2222405151792036e-05 0.00024821291299602306 -4.9567626638531607e-05
leaf_weight=47 57 67 72 52 80 120 71 2912 156 55 51
leaf_count=47 57 67 72 52 80 120 71 2912 156 55 51
internal_value=0 -8.22009e-06 -1.46383e-05 -0.000183454 -4.25253e-06 -1.1109e-05 -1.83869e-06 -1.50993e-05 0.000138516 -2.55643e-05 9.72183e-05
internal_weight=0 3683 3616 205 3411 3339 3259 2983 276 153 106
internal_count=3740 3683 3616 205 3411 3339 3259 2983 276 153 106
is_linear=0
shrinkage=0.0995203


Tree=8276
num_leaves=16
num_cat=0
split_feature=20 24 27 8 8 8 1 5 9 8 18 18 30 2 17
split_gain=0.017981 0.00392948 0.00240312 0.0102134 0.00129679 0.00663869 0.0122663 0.00128072 0.00101696 0.000895754 0.000775289 0.000698363 0.000339346 0.000862594 0.000336481
threshold=0.24030500000000005 -0.070599999999999996 0.084940000000000029 -0.061684999999999997 -0.089594999999999994 -0.092094999999999996 -0.081744999999999998 0.63223000000000018 -0.093949999999999992 -0.093795000000000003 0.10085500000000001 -0.078409999999999994 0.090320000000000025 -0.0064000000000000003 -0.078119999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 12 5 9 -7 8 -6 10 -3 -10 13 14 -4
right_child=-2 2 3 -5 7 6 -8 -9 11 -11 -12 -13 -14 -15 -16
leaf_value=0.00089296092927253266 -0.001630948165801049 -0.00014618076866394105 -0.00025818773842436213 0.0015671285299020056 -0.00044216923840530251 -0.00192549963733118 0.0001187142065944409 -0.00045279350283075148 6.6398604235208753e-05 0.00037264719855767273 0.00014755668621621761 -4.3060615036776016e-05 -0.00023710872069250132 0.00040667471839104797 3.8555203848833998e-05
leaf_weight=46 70 377 58 48 54 56 59 68 877 48 114 1683 53 50 99
leaf_count=46 70 377 58 48 54 56 59 68 877 48 114 1683 53 50 99
internal_value=0 -2.04844e-05 -3.22399e-05 0.000233218 -5.6994e-05 -0.000182857 -0.000869611 -2.59975e-05 -1.45817e-05 -3.48133e-05 -7.63138e-05 -5.2425e-06 -9.89356e-06 4.43276e-05 -6.58554e-05
internal_weight=0 3690 3644 308 3336 654 115 2682 2614 539 491 2560 260 207 157
internal_count=3760 3690 3644 308 3336 654 115 2682 2614 539 491 2560 260 207 157
is_linear=0
shrinkage=0.0995203


Tree=8277
num_leaves=21
num_cat=0
split_feature=22 23 18 3 5 8 0 17 3 3 21 21 3 5 0 0 5 18 17 0
split_gain=0.0295866 0.00314556 0.001631 0.00567701 0.0115163 0.00309801 0.00280917 0.00617584 0.00258581 0.0087405 0.00140478 0.00105881 0.00243431 0.00126215 0.0010585 0.00180459 0.00143807 0.000807929 0.000797638 0.00112973
threshold=0.13292500000000004 -0.069894999999999999 -0.078409999999999994 0.084795000000000023 0.0016150000000000003 -0.073999999999999996 -0.085754999999999984 0.11180000000000002 0.084895000000000012 0.084505000000000011 0.085955000000000018 0.090520000000000017 0.098455000000000029 -0.0047599999999999995 -0.086944999999999995 -0.084665000000000004 -0.011764999999999999 -0.070914999999999992 -0.56005499999999986 0.12433000000000002
decision_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 -3 6 10 -8 9 14 -5 13 -13 -7 16 -16 -4 -10 -19 -20
right_child=-2 2 8 5 -6 11 7 -9 17 -11 -12 12 -14 -15 15 -17 -18 18 19 -21
leaf_value=0.00080299444813944376 -0.0025541804149216058 -4.9646065313321292e-05 -8.3925997990009148e-05 -0.00052535833501953281 0.0019193696903893095 6.0818194255664417e-05 0.00014796514261936183 0.0013611874936760003 -0.00037701358425376135 -0.0012405576105249862 8.1133799980137903e-05 0.00058598981774654613 -0.00023240776046656503 -0.00047181676732100303 -0.00069810987340587457 -3.8907663664196792e-05 0.00051058540859943177 -0.00039763321627258241 -1.428526485234682e-05 0.00036274039231351394
leaf_weight=46 46 74 154 68 48 55 290 49 61 78 81 48 143 179 62 131 54 51 1960 82
leaf_count=46 46 74 154 68 48 55 290 49 61 78 81 48 143 179 62 131 54 51 1960 82
internal_value=0 -1.4328e-05 -2.48011e-05 8.06891e-05 0.000718339 -3.62051e-06 0.000166546 0.000325743 -6.65789e-05 -0.000275853 -0.000190161 -0.000200937 -2.24511e-05 -0.000343126 -8.6163e-05 -0.000254914 6.64827e-05 -1.96612e-05 -8.85509e-06 4.53959e-07
internal_weight=0 3714 3668 1035 122 913 488 339 2633 479 149 425 191 234 401 193 208 2154 2093 2042
internal_count=3760 3714 3668 1035 122 913 488 339 2633 479 149 425 191 234 401 193 208 2154 2093 2042
is_linear=0
shrinkage=0.0995203


Tree=8278
num_leaves=15
num_cat=0
split_feature=10 4 27 27 9 9 4 19 26 8 2 28 5 8
split_gain=0.0269215 0.00267936 0.00219247 0.010223 0.000951945 0.0116055 0.0012981 0.00111494 0.000925286 0.000809747 0.000760413 0.000269029 0.000387054 0.00051504
threshold=0.096215000000000023 0.15615500000000004 0.084940000000000029 0.087525000000000019 0.085945000000000021 0.085610000000000019 0.10386500000000003 -0.072414999999999993 -0.112275 -0.085089999999999985 -0.078129999999999991 0.080375000000000016 -0.0033300000000000001 -0.080659999999999996
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 -6 -1 -10 -9 12 13 -5
right_child=-2 -3 3 11 6 -7 -8 10 9 -11 -12 -13 -14 -15
leaf_value=-0.00043710976520894707 -0.0022682899126968748 0.00070688237108744586 0.0015218148020301144 -0.00018751541698887097 -0.00040889675251880661 -0.001521990873596021 -0.00042018117465709363 8.4315409403272739e-05 -0.00011480895212878378 4.0515044693013275e-05 -4.977354284787122e-05 -0.00023884310653892216 0.00026925877433712743 0.00018230613017485554
leaf_weight=58 53 51 51 100 58 55 69 1115 605 728 663 46 50 58
leaf_count=58 53 51 51 100 58 55 69 1115 605 728 663 46 50 58
internal_value=0 -9.05847e-06 -1.92695e-05 0.000235774 -4.27273e-05 -0.000103627 3.0695e-06 1.94219e-05 -4.69568e-05 -2.93667e-05 3.38544e-05 -1.92244e-05 2.54094e-05 -4.65769e-05
internal_weight=0 3707 3656 305 3351 1446 1905 1836 1391 1333 1778 254 208 158
internal_count=3760 3707 3656 305 3351 1446 1905 1836 1391 1333 1778 254 208 158
is_linear=0
shrinkage=0.0995203


Tree=8279
num_leaves=16
num_cat=0
split_feature=22 23 27 1 3 18 18 26 5 10 19 29 5 8 8
split_gain=0.0239494 0.00266914 0.00185757 0.00944142 0.00219525 0.0108523 0.00168768 0.0023944 0.00119755 0.00105269 0.00104917 0.00104303 0.000465291 0.00164013 0.000361078
threshold=0.13292500000000004 -0.069894999999999999 0.084940000000000029 -0.082635 0.084855000000000028 0.088735000000000022 -0.013025 0.08425500000000001 -0.015214999999999999 0.086165000000000019 -0.072414999999999993 -0.0074799999999999997 -0.49053999999999998 -0.077604999999999993 -0.089304999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 -3 -8 10 -6 -12 -5 14 -14
right_child=-2 2 3 12 9 -7 8 -9 -10 -11 11 -13 13 -15 -16
leaf_value=0.00074404705831862083 -0.0022940130967972839 2.9993705322644139e-06 0.0015133397986247042 0.00020330390769587509 -0.00038144452839581179 -0.0016089960761505363 -6.0556938832522229e-05 -0.00069432788056688233 0.00038801793606410518 -0.00034721547447036339 -0.00029726583546668591 2.680970756641571e-05 -3.0552035356072218e-05 -0.00057593505549560808 0.00029737984835020965
leaf_weight=46 46 109 47 70 68 51 172 85 88 87 102 2592 97 52 48
leaf_count=46 46 109 47 70 68 51 172 85 88 87 102 2592 97 52 48
internal_value=0 -8.89872e-06 -1.85645e-05 0.000212485 -4.04394e-05 -0.000231723 -7.52038e-05 -0.000298311 8.81199e-05 -6.24605e-06 4.19773e-06 1.42357e-05 -1.34384e-05 -9.46089e-05 7.23591e-05
internal_weight=0 3714 3668 314 3354 505 454 194 260 2849 2762 2694 267 197 145
internal_count=3760 3714 3668 314 3354 505 454 194 260 2849 2762 2694 267 197 145
is_linear=0
shrinkage=0.0995203


Tree=8280
num_leaves=27
num_cat=0
split_feature=17 17 18 1 0 0 0 18 17 2 1 0 6 2 2 21 2 3 2 20 18 8 9 2 2 3
split_gain=0.00442409 0.0200473 0.0134562 0.0173767 0.00270673 0.00100689 0.0016927 0.000950649 0.00169403 0.0014355 0.00186822 0.00593319 0.00575802 0.0014508 0.00132324 0.00100485 0.00109806 0.0017368 0.00126692 0.000922334 0.000976936 0.000810547 0.000697096 0.00115841 0.000613055 0.000313075
threshold=-0.12118 -0.14488499999999999 -0.099739999999999995 -0.095674999999999996 0.12433000000000002 -0.052884999999999995 -0.067839999999999998 -0.007069999999999999 -0.091869999999999993 -0.082234999999999989 -0.083284999999999984 -0.082284999999999983 0.089165000000000022 -0.07725499999999999 -0.07360499999999999 0.13042000000000004 0.11995000000000003 0.12274500000000002 0.09556000000000002 -0.083495 -0.015979999999999998 -0.082094999999999987 0.098465000000000011 -0.01504 -0.0072299999999999994 0.15108000000000005
decision_type=2 2 2 2 2 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 19 8 -4 10 11 -10 -12 21 -15 16 18 -18 24 -1 -21 -11 23 -7 -9 -19
right_child=2 -3 7 -5 -6 22 -8 15 9 13 12 -13 -14 14 -16 -17 17 25 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=-0.00033737122365048875 -0.0025933710010052949 0.0019069944257119951 0.00058505999122322315 -0.00014815024381493558 0.00076435808671454194 0.00022019980502334274 0.00049701495093045064 -2.918280992409184e-05 0.00031940256771182524 -0.00061364204241021192 0.00011068057588305425 -0.00077753553972750302 0.0012920555120632866 0.0004542601435758726 -7.1835478030833754e-05 0.00028058682878406225 -0.00059895584317715752 0.0001880811389167304 0.00034593288705504706 0.0001830514913296317 -0.00015211893323867083 -9.1955061291717588e-05 -0.0004339794921194496 -0.00033277210435637083 -0.00023686558590204642 -0.00017276784668003497
leaf_weight=61 46 64 62 79 53 80 89 1262 143 66 216 74 51 59 235 90 91 48 83 275 123 61 63 70 161 47
leaf_count=61 46 64 62 79 53 80 89 1262 143 66 216 74 51 59 235 90 91 48 83 275 123 61 63 70 161 47
internal_value=0 0.000210505 -4.46732e-05 -0.00105454 7.6114e-05 2.71054e-05 9.93879e-05 9.48815e-07 8.06855e-05 4.52271e-05 0.000162722 -5.08961e-05 0.000339403 -8.79056e-05 3.09571e-05 -4.18608e-05 -5.94961e-05 -0.000288157 -3.07116e-05 2.05046e-05 7.74118e-05 -0.000369514 -0.000155018 -3.23963e-05 -5.32556e-05 9.3874e-07
internal_weight=0 878 2874 125 814 761 548 2749 967 905 484 217 267 421 294 1782 1692 186 1506 459 398 127 213 150 1423 95
internal_count=3752 878 2874 125 814 761 548 2749 967 905 484 217 267 421 294 1782 1692 186 1506 459 398 127 213 150 1423 95
is_linear=0
shrinkage=0.0995203


Tree=8281
num_leaves=23
num_cat=0
split_feature=3 18 5 5 10 0 6 6 3 26 2 0 18 20 26 21 26 26 2 9 11 0
split_gain=0.00396067 0.0175763 0.00330564 0.0193425 0.00388954 0.00144344 0.00129772 0.00125494 0.00119374 0.00250952 0.00272005 0.00290817 0.00118639 0.00124725 0.000758349 0.000677481 0.000930173 0.00237773 0.000899608 0.000322609 0.000829212 0.000395418
threshold=0.081685000000000021 -0.091594999999999996 0.062500000000000014 0.066275000000000014 0.087405000000000024 -0.052884999999999995 0.10384500000000003 -0.0092549999999999993 0.084735000000000019 0.084585000000000021 -0.086304999999999993 -0.087084999999999982 -0.13579499999999997 -1.0000000180025095e-35 0.090625000000000025 0.13042000000000004 -0.2382 -0.15514999999999998 0.11995000000000003 0.10341500000000002 -0.075149999999999981 -0.066264999999999991
decision_type=2 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 7 -5 9 -2 -11 -12 13 -7 -14 16 -10 -18 -19 20 -3 -22
right_child=2 19 3 4 -6 12 -8 -9 15 10 11 -13 14 -15 -16 -17 17 18 -20 -21 21 -23
leaf_value=-0.0021249042495368534 -0.0002278999803176768 -0.00017588408668374567 0.0021577300781348663 0.00012863605246684348 0.00097251021545185037 -2.559456874126482e-05 -0.00023725029164007162 0.00058771772042891625 0.0003553582926714549 -9.2191513764363191e-05 0.00019163916476062727 0.0012261227201158253 0.0001233803308859022 -0.00076308759839679465 -0.00031853103390436292 0.00023833560163889731 -0.00076278559205806076 -1.9534125074991603e-05 -0.00025548203199151042 -0.00022899170225945529 6.110585302574358e-05 0.00046566923468052305
leaf_weight=46 92 79 48 264 47 46 67 79 56 65 57 55 147 50 52 87 46 2040 175 47 60 47
leaf_count=46 92 79 48 264 47 46 67 79 56 65 57 55 147 50 52 87 46 2040 175 47 60 47
internal_value=0 -0.000347134 4.2495e-05 0.000220018 9.52457e-05 3.56002e-05 0.000157302 0.000236759 -1.03295e-05 0.000188038 0.000408857 0.000706954 -0.00013077 -0.000418233 3.79226e-06 -3.28668e-05 -4.34034e-05 -5.36419e-05 -3.85452e-05 3.29321e-07 6.26773e-05 0.000246462
internal_weight=0 279 3473 800 752 705 410 343 2673 269 177 112 295 96 199 2404 2317 2261 2215 233 186 107
internal_count=3752 279 3473 800 752 705 410 343 2673 269 177 112 295 96 199 2404 2317 2261 2215 233 186 107
is_linear=0
shrinkage=0.0995203


Tree=8282
num_leaves=26
num_cat=0
split_feature=17 17 2 6 10 1 1 3 5 5 1 2 9 26 6 1 2 2 0 2 26 5 5 26 8
split_gain=0.0033435 0.0160956 0.00352248 0.0102214 0.0030441 0.00138954 0.00123874 0.00292432 0.00155615 0.00123031 0.00105698 0.00139879 0.00149703 0.00139641 0.00107572 0.00100257 0.00152563 0.00696992 0.000997406 0.000971262 0.000823999 0.00113835 0.000408247 0.000940516 0.000431697
threshold=-0.12118 -0.14488499999999999 -0.091674999999999993 0.082060000000000022 0.087790000000000021 -0.50597999999999999 -0.085184999999999997 0.083955000000000016 -0.0073899999999999999 -0.019465 -0.049499999999999995 -0.054390000000000001 0.095415000000000014 0.084355000000000027 -0.0072949999999999994 -0.083284999999999984 -0.081915000000000002 -0.082275000000000001 -0.080500000000000002 -0.080974999999999991 0.097125000000000031 0.41763500000000009 -0.43873000000000001 -0.0083299999999999989 0.056535000000000009
decision_type=2 2 2 2 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 22 10 -4 7 -7 9 -9 11 12 13 -1 20 -8 17 -17 -10 -18 21 -12 -2 24 -24
right_child=2 -3 5 -5 -6 6 15 8 18 -11 14 -13 -14 -15 -16 16 19 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=-0.00052758453211664913 0.0001758196513143803 0.001702199195391636 -0.00053532430789808387 -0.0013244418459552971 0.00081409017773045281 0.00079823367154072361 -0.00035077333897615565 0.00012955847623291071 0.00051785621702258547 -0.00050162994348425618 -6.1426578341490903e-06 -0.00045852488556840119 0.00048991427693916131 3.9384322588810822e-05 0.00056442405488261495 2.4233670539816809e-06 -0.00033559716781123819 0.0011364424622375827 3.1608553736022658e-05 -2.8845271737720432e-05 -0.0002741618576639637 0.0003946536974663797 0.00029725429762561333 -0.0003485491876184218 -9.621729953592283e-05
leaf_weight=59 65 64 47 80 50 63 86 52 74 69 204 88 50 151 48 411 111 62 105 1452 60 104 51 90 56
leaf_count=59 65 64 47 80 50 63 86 52 74 69 204 88 50 151 48 411 111 62 105 1452 60 104 51 90 56
internal_value=0 0.000182076 -3.97559e-05 -0.000339546 6.15518e-05 4.13769e-07 1.08759e-05 0.000180967 4.86116e-05 -0.00022361 1.12303e-05 -0.000115564 0 -0.000116009 0.000119267 -1.78349e-05 -3.36961e-06 0.000152799 0.000237201 -5.11537e-05 5.8978e-05 0.000126533 -3.56898e-05 -0.000109633 8.36746e-05
internal_weight=0 878 2874 342 814 2532 2485 363 300 121 764 348 260 210 416 2122 2036 473 179 1563 368 308 262 197 107
internal_count=3752 878 2874 342 814 2532 2485 363 300 121 764 348 260 210 416 2122 2036 473 179 1563 368 308 262 197 107
is_linear=0
shrinkage=0.0995203


Tree=8283
num_leaves=23
num_cat=0
split_feature=3 18 5 5 4 4 18 3 26 26 17 26 3 21 26 26 26 27 36 26 4 3
split_gain=0.00308874 0.0140943 0.00254482 0.0209141 0.00203868 0.000877131 0.00199663 0.000797434 0.0021173 0.00113225 0.0032899 0.000702829 0.000956674 0.000644032 0.000762361 0.00187616 0.000634795 0.000453877 0.000438483 0.000437243 0.000265783 0.000107671
threshold=0.081685000000000021 -0.091594999999999996 0.065520000000000023 0.089620000000000019 0.10696000000000003 0.084755000000000025 -0.11533 0.084735000000000019 0.084585000000000021 0.086095000000000019 -0.0088649999999999996 0.095385000000000011 0.11693000000000002 0.13042000000000004 -0.2382 -0.15514999999999998 0.10264000000000002 -0.0083799999999999986 0.08605500000000002 0.047170000000000011 0.13179000000000005 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
left_child=1 -1 7 -4 5 11 -7 8 21 -10 -11 12 -5 14 -9 -16 -13 -17 19 -3 -20 -2
right_child=2 18 3 4 -6 6 -8 13 9 10 -12 16 -14 -15 15 17 -18 -19 20 -21 -22 -23
leaf_value=-0.0018995026750426214 -9.1430701767060028e-05 -4.9798792630060404e-06 0.0022312779567189235 4.682493769564464e-05 0.00058976739119336312 -0.00058447657506301685 0.00016056823737076767 0.00032412082725161254 0.00078235820320984623 -0.0002864164254456814 0.00070992701361180044 -0.00039557468779171582 0.00042024399593875534 0.00023641351016067912 -0.00067611896318776823 -0.00033694674369664016 5.0158498347284781e-05 -2.5768466527856797e-05 -0.00031107037838040821 0.00035696539334027338 5.1216249652912386e-07 -0.00033766149572652136
leaf_weight=46 47 85 47 295 66 71 69 56 47 66 64 53 91 88 46 48 72 2200 51 50 47 47
leaf_count=46 47 85 47 295 66 71 69 56 47 66 64 53 91 88 46 48 72 2200 51 50 47 47
internal_value=0 -0.000307501 3.65739e-05 0.000197033 6.2545e-05 7.8364e-06 -0.000211429 -8.37713e-06 0.00015313 0.000357642 0.000197794 6.9511e-05 0.00013698 -2.66655e-05 -3.68653e-05 -4.60344e-05 -0.000132283 -3.2777e-05 3.28686e-06 0.00012301 -0.000153285 -0.000223255
internal_weight=0 279 3473 764 717 651 140 2709 271 177 130 511 386 2438 2350 2294 125 2248 233 135 98 94
internal_count=3752 279 3473 764 717 651 140 2709 271 177 130 511 386 2438 2350 2294 125 2248 233 135 98 94
is_linear=0
shrinkage=0.0995203


Tree=8284
num_leaves=16
num_cat=0
split_feature=18 3 2 9 18 5 5 8 22 10 10 5 8 7 5
split_gain=0.000985033 0.00154795 0.00148465 0.00176342 0.00112291 0.00089746 0.00230959 0.00120085 0.000885212 0.000731414 0.000870036 0.000971758 0.00141188 0.000699718 0.00072281
threshold=-0.096219999999999986 0.084795000000000023 -0.095204999999999998 0.09550500000000002 -0.11166 0.2686150000000001 0.41370500000000004 -0.068904999999999994 0.12975500000000004 0.09056500000000002 0.086165000000000019 0.26245000000000007 -0.068099999999999994 -0.10984999999999999 0.22078000000000006
decision_type=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 9 10 11 13 -13 -2 -15
right_child=8 2 4 -5 -6 6 7 -9 -10 -11 -12 12 -14 14 -16
leaf_value=0.00057193168372809478 -0.00041598265286163857 0.00064404933407088407 -0.00026689811213426954 -0.00011177895995369287 -0.00043227752861805082 0.00070579816699054292 0.00025853505836811986 -0.00028071708475047979 0.00035425029596410296 0.00029170500730041604 -0.00045328923032718891 0.00057725476635733005 -9.2991167837091723e-05 -3.3468773025506622e-05 -0.00035011087623693229
leaf_weight=65 51 77 74 48 63 53 71 95 58 65 51 61 60 2785 74
leaf_count=65 51 77 74 48 63 53 71 95 58 65 51 61 60 2785 74
internal_value=0 0.000114825 5.13522e-05 0.000347262 -5.02494e-05 2.90993e-05 0.000132855 -4.51416e-05 -2.96817e-05 -3.70178e-05 -4.42162e-05 -3.7063e-05 0.000238136 -4.87873e-05 -4.19508e-05
internal_weight=0 546 481 125 356 293 219 166 3205 3147 3082 3031 121 2910 2859
internal_count=3751 546 481 125 356 293 219 166 3205 3147 3082 3031 121 2910 2859
is_linear=0
shrinkage=0.0995203


Tree=8285
num_leaves=24
num_cat=0
split_feature=18 3 2 3 18 4 20 1 1 1 12 5 1 27 10 4 18 2 2 18 3 1 2
split_gain=0.000797343 0.00125536 0.00120022 0.0014766 0.0009101 0.0010188 0.00106388 0.000724771 0.00135034 0.00105729 0.000949087 0.00115803 0.00157438 0.0013 0.000752996 0.00115585 0.00130133 0.000754884 0.00198948 0.000757197 0.000715258 0.000622608 0.000501833
threshold=-0.096219999999999986 0.084795000000000023 -0.095204999999999998 0.091405000000000028 -0.11166 0.085990000000000025 -0.0009549999999999999 -0.047239999999999997 -0.034059999999999993 -0.053299999999999993 -0.082629999999999995 -0.49053999999999998 0.41897000000000012 0.10673000000000003 0.086690000000000031 0.10353000000000002 0.088735000000000022 -0.086169999999999983 -0.086775000000000005 -0.09053499999999999 0.08622500000000001 -0.0012649999999999998 -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
left_child=1 -1 3 -3 5 6 21 9 -9 14 -10 12 22 20 15 17 -17 18 -2 -19 -13 -4 -12
right_child=7 2 4 -5 -6 -7 -8 8 10 -11 11 13 -14 -15 -16 16 -18 19 -20 -21 -22 -23 -24
leaf_value=0.00051501298086270239 -9.604050866483109e-05 -0.00012166913382220109 0.00029129099116473095 0.00057495911769325867 -0.00038925716520053587 0.00045233839566396447 -0.00042659161063900413 0.00049784548665335966 -0.00043986861167989993 -0.00054414671233824461 0.00027851173677571363 -0.00018892590477573163 0.0005918968907677849 -0.00053368956780554472 -0.00045998626235193814 0.00062296145847250454 -5.3799066739734207e-05 -0.00037824695498474292 -0.0007723756881547663 -6.1976212388365212e-06 2.4609457277939639e-05 -7.8239759948265945e-05 -4.6149273880085936e-05
leaf_weight=65 278 46 72 79 63 47 58 56 47 47 68 181 74 48 46 52 57 58 52 909 1087 116 145
leaf_count=65 278 46 72 79 63 47 58 56 47 47 68 181 74 48 46 52 57 58 52 909 1087 116 145
internal_value=0 0.000103249 4.59029e-05 0.000312051 -4.52485e-05 2.59253e-05 -5.22162e-05 -2.67532e-05 1.7217e-05 -7.73414e-05 4.0862e-07 1.38283e-05 0.000195288 -2.51233e-05 -6.16675e-05 -4.80535e-05 0.000261549 -7.47037e-05 -0.000205095 -2.93595e-05 -5.22594e-06 5.89283e-05 5.36551e-05
internal_weight=0 546 481 125 356 293 246 3205 1706 1499 1650 1603 287 1316 1452 1406 109 1297 330 967 1268 188 213
internal_count=3751 546 481 125 356 293 246 3205 1706 1499 1650 1603 287 1316 1452 1406 109 1297 330 967 1268 188 213
is_linear=0
shrinkage=0.0995203


Tree=8286
num_leaves=36
num_cat=0
split_feature=18 18 1 3 9 2 9 1 1 2 9 2 3 2 7 2 2 3 3 6 9 3 2 3 2 1 2 2 1 9 6 3 21 9 18
split_gain=0.000646427 0.00113662 0.000968834 0.0013371 0.000662055 0.00151872 0.00108089 0.000599038 0.00210276 0.000777189 0.00148541 0.00423249 0.00209531 0.00140926 0.000748375 0.000782943 0.00180005 0.00149589 0.00202314 0.00140779 0.00159 0.000876031 0.00151128 0.00125264 0.000726257 0.00366068 0.0108606 0.00101699 0.00203146 0.000638027 0.000627722 0.000574977 0.00121028 0.000567181 0.0002332
threshold=-0.096219999999999986 -0.10303999999999999 -0.043804999999999997 0.091405000000000028 0.083760000000000015 0.096520000000000022 0.09550500000000002 -0.067015000000000005 -0.072005 -0.083974999999999994 0.08401500000000002 -0.087444999999999995 0.084505000000000011 -0.084979999999999986 -0.10984999999999999 0.097745000000000012 -0.0043799999999999993 0.12061000000000002 0.10648500000000002 -0.091059999999999988 -0.063329999999999984 0.11275500000000002 -0.06454 0.10377500000000002 -0.082234999999999989 -0.083284999999999984 -0.082794999999999994 -0.080874999999999989 -0.081224999999999992 0.097200000000000022 -0.13803499999999999 0.11252000000000002 0.11162500000000002 0.097990000000000022 -0.0060599999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 9 10 11 34 -12 -14 -9 16 21 18 -17 20 -18 23 -23 -16 25 -11 -27 28 -26 -29 -19 -5 -33 -34 -2
right_child=7 -3 3 31 6 -7 -8 14 -10 24 12 -13 13 -15 15 17 19 30 -20 -21 -22 22 -24 -25 27 26 -28 29 -30 -31 -32 32 33 -35 -36
leaf_value=-0.00040530135177828408 0.0001083646959432157 0.00048453781423816051 -0.00050386315772083499 0.00029556707310755749 0.000609658228211547 0.00039085163745204921 0 -0.00033865686042479685 -0.00063238822150845199 -0.00035643453882083326 0.00050349606190834095 -0.001200701537270583 -3.4334527865068381e-05 -0.00058135276177470716 3.7231956398876954e-05 0 -0.00015094195260931102 -0.00030206072500460539 0.00075262487603814428 9.5629479725939666e-05 -0.00094051580805019019 0.00046322697978608783 -2.1664474426410495e-05 -0.00027170114621641203 6.2941839885497257e-05 -0.0004806171905171688 0.0016387370391450378 -1.4845954734841615e-05 -0.00076135827869779733 0.0003103631487024705 0.00014876146066203618 -0.00049216647751200394 0.00033725026103195434 -0.00011567333671303116 -0.00018969173592574084
leaf_weight=46 48 65 59 59 69 49 46 58 64 66 60 46 259 58 971 66 57 60 76 51 50 117 133 150 65 46 49 421 52 69 60 47 55 51 53
leaf_count=46 48 65 59 59 69 49 46 58 64 66 60 46 259 58 971 66 57 60 76 51 50 117 133 150 65 46 49 421 52 69 60 47 55 51 53
internal_value=0 9.28241e-05 3.81878e-05 -8.40291e-05 0.000199804 0 0.000360443 -2.42178e-05 -7.45457e-05 -4.6279e-05 -0.000139894 -0.000408738 -3.28948e-05 -0.000137002 1.22484e-05 2.40693e-05 -2.64171e-06 0.000183076 0.000402562 -0.000321218 -0.000527553 3.34753e-05 0.00020199 -3.37585e-06 1.65277e-05 0.000205142 0.000603907 -3.21514e-05 -0.000296417 2.92782e-05 -6.98278e-05 2.89501e-05 -6.85125e-05 0.000111611 -3.9936e-05
internal_weight=0 546 481 271 210 95 115 3205 1356 1292 524 147 377 317 1849 1791 1529 262 142 158 107 1371 250 1121 768 161 95 607 117 490 120 212 153 106 101
internal_count=3751 546 481 271 210 95 115 3205 1356 1292 524 147 377 317 1849 1791 1529 262 142 158 107 1371 250 1121 768 161 95 607 117 490 120 212 153 106 101
is_linear=0
shrinkage=0.0995203


Tree=8287
num_leaves=11
num_cat=0
split_feature=2 22 0 0 18 0 0 8 26 6
split_gain=0.000557014 0.000511881 0.00041359 0.000986648 0.00083784 0.000673488 0.000627415 0.000547647 0.00172752 0.000563351
threshold=-0.241895 0.13292500000000004 0.11291000000000002 0.047575000000000013 -0.020389999999999998 0.15238000000000004 0.019150000000000004 0.010485000000000003 -0.23202999999999999 -0.14723999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -4 7 9 -9 -2
right_child=1 -3 5 4 -6 -7 -8 8 -10 -11
leaf_value=0.00029915367912884986 -0.00014442922834240156 0.00031413706408105403 -0.00039952310337172382 0.00060532332025872487 0 6.1577553207038782e-05 -0.00033786723706107053 -0.00024088050856599478 0.00026217938945474555 -9.8915147050818314e-06
leaf_weight=58 351 47 70 47 49 52 60 95 226 2696
leaf_count=58 351 47 70 47 49 52 60 95 226 2696
internal_value=0 -1.13721e-05 -1.57927e-05 -9.312e-06 0.00030488 -0.000196278 -1.83496e-05 -1.24145e-05 0.000110748 -2.56583e-05
internal_weight=0 3693 3646 3524 96 122 3428 3368 321 3047
internal_count=3751 3693 3646 3524 96 122 3428 3368 321 3047
is_linear=0
shrinkage=0.0995203


Tree=8288
num_leaves=20
num_cat=0
split_feature=18 21 8 8 18 21 0 4 2 20 4 0 26 26 5 17 3 4 3
split_gain=0.00503726 0.00194047 0.00183639 0.00414016 0.00970395 0.00133498 0.00114167 0.000898537 0.000826912 0.00171784 0.00248531 0.000895727 0.00146273 0.000768723 0.000732053 0.00053219 0.00124555 0.000516078 0.000363857
threshold=0.26473000000000008 0.15544000000000005 -0.088634999999999992 -0.093384999999999982 0.088250000000000009 0.14016000000000003 -0.086855000000000002 0.13210500000000003 0.09556000000000002 -0.069854999999999987 0.10495500000000003 -0.085754999999999984 0.089795000000000028 -0.23202999999999999 -0.087105000000000002 0.067035000000000025 0.093835000000000016 0.14154500000000006 0.086895000000000014
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 6 8 14 15 11 -10 -11 12 -4 -13 -5 18 -17 -9 -1
right_child=-2 -3 5 4 -6 -7 -8 17 9 10 -12 13 -14 -15 -16 16 -18 -19 -20
leaf_value=0 -0.00082195092974685362 0.00053395491700389611 -6.9115660104380965e-05 -9.7355615826568514e-06 0.00149953071382893 -0.00056345890140800181 -0.0002093051177651497 0.00048091779567443148 0.00067589994964663237 -0.00027563137278255719 0.00052868253695630293 -0.0003956411569464443 -0.0004599302042090004 1.236304832148621e-05 0.00047291422083847756 -0.00020538999832596689 0.00037468521615886081 4.2884477354793055e-05 -0.00021824049671660602
leaf_weight=117 72 71 648 46 67 46 70 50 50 107 59 47 113 1687 79 71 74 67 214
leaf_count=117 72 71 648 46 67 46 70 50 50 107 59 47 113 1687 79 71 74 67 214
internal_value=0 1.85345e-05 8.17643e-06 0.000135781 0.000465309 -3.10993e-05 0.000105763 -8.4313e-06 -2.17643e-05 0.000164328 5.30782e-06 -3.8203e-05 -0.000128223 8.31997e-07 0.00028875 -7.04962e-05 8.50027e-05 0.000237075 -0.000141088
internal_weight=0 3683 3612 855 262 2757 195 593 2711 216 166 2495 761 1734 125 476 145 117 331
internal_count=3755 3683 3612 855 262 2757 195 593 2711 216 166 2495 761 1734 125 476 145 117 331
is_linear=0
shrinkage=0.0995203


Tree=8289
num_leaves=18
num_cat=0
split_feature=18 21 8 8 1 1 2 3 9 1 1 2 2 2 17 20 2
split_gain=0.00408433 0.00157349 0.00160891 0.0140334 0.00132776 0.00277646 0.00140871 0.001843 0.00107847 0.000996508 0.00074767 0.000918084 0.00247092 0.000943384 0.000366944 0.000789051 0.000507174
threshold=0.26473000000000008 0.15544000000000005 -0.091600000000000001 -0.092545000000000002 0.10539000000000003 0.18123500000000006 -0.037414999999999997 0.11523000000000001 0.10526500000000003 0.51613500000000012 0.066150000000000028 -0.070724999999999996 -0.068779999999999994 -0.07360499999999999 -0.0069749999999999994 -0.053499999999999999 -0.079844999999999985
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 10 -6 8 -8 -7 14 11 13 -13 -4 15 -1 -16
right_child=-2 -3 4 -5 5 6 7 -9 -10 -11 -12 12 -14 -15 16 -17 -18
leaf_value=0.00013510429689955405 -0.00074015020840983124 0.0004808156434976897 -2.9653569678675058e-05 0.0017006033133260977 -0.00090145908269938149 -5.6321348727426207e-05 6.5519547323449269e-06 -0.00060011233041900919 0.0005568758410400002 0.00045915024056635651 0.00028576896855977789 0.00078232155119662057 3.6152800885873959e-05 -0.00039843667061420176 -9.0828245951441253e-05 -0.00026073905189911517 0.00014509944780694456
leaf_weight=73 72 71 1801 53 49 69 111 86 46 46 88 48 564 72 160 145 201
leaf_count=73 72 71 1801 53 49 69 111 86 46 46 88 48 564 72 160 145 201
internal_value=0 1.6668e-05 7.31769e-06 0.000145663 -2.43727e-05 -0.000203113 -9.0813e-05 -0.000254131 0.000181839 1.24942e-05 3.87018e-07 -9.38964e-06 9.60135e-05 -4.4267e-05 -2.15776e-05 -0.000124431 3.82655e-05
internal_weight=0 3683 3612 678 2934 361 312 197 115 625 2573 2485 612 1873 579 218 361
internal_count=3755 3683 3612 678 2934 361 312 197 115 625 2573 2485 612 1873 579 218 361
is_linear=0
shrinkage=0.0995203


Tree=8290
num_leaves=15
num_cat=0
split_feature=18 18 18 5 13 26 8 26 6 26 26 26 26 0
split_gain=0.0033123 0.00141361 0.0199164 0.00194252 0.00123474 0.00114295 0.00346113 0.00204594 0.00116825 0.0011362 0.00242528 0.00108109 0.00115584 0.000860297
threshold=0.26473000000000008 0.088635000000000019 0.089775000000000021 0.23074000000000006 0.089365000000000014 0.11991000000000003 -0.046889999999999994 0.10924500000000002 0.092120000000000021 0.12396500000000002 0.29612500000000008 0.11444500000000003 0.10353500000000003 -0.225295
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 9 7 -7 8 -4 11 -11 12 13 -1
right_child=-2 2 3 -5 -6 6 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.00027159343733932522 -0.00066649029735621295 0.0020766393375259945 1.7851437513857323e-05 0.0006146326303160108 0.00049430559866715513 -0.0009678130203873269 0.00016964065583838914 0.00047153269511787237 -0.00035182902772728516 -0.00083059013838530612 4.4154445747915952e-05 0.00039908554928547526 -0.00042935761737897596 2.0308394291968237e-06
leaf_weight=119 72 49 376 48 46 48 57 83 108 53 73 62 67 2494
leaf_count=119 72 49 376 48 46 48 57 83 108 53 73 62 67 2494
internal_value=0 1.50534e-05 0.00013519 1.92681e-06 -1.63696e-05 -4.06197e-05 -0.000342542 1.3848e-05 -6.29479e-05 -2.48458e-05 -0.000317297 -1.11086e-05 -2.09036e-05 -1.01171e-05
internal_weight=0 3683 769 720 2914 672 105 567 484 2868 126 2742 2680 2613
internal_count=3755 3683 769 720 2914 672 105 567 484 2868 126 2742 2680 2613
is_linear=0
shrinkage=0.0995203


Tree=8291
num_leaves=24
num_cat=0
split_feature=26 1 1 26 17 1 21 3 21 1 26 1 8 8 8 2 3 2 2 4 4 5 17
split_gain=0.00265677 0.00600329 0.0211667 0.00503285 0.0134366 0.00309129 0.00209558 0.00180053 0.00140881 0.00139863 0.00126982 0.000986029 0.00102716 0.00279246 0.00159168 0.000634489 0.00228528 0.00141211 0.000637059 0.00255788 0.00224364 0.000547809 0.000954937
threshold=0.090625000000000025 -0.083284999999999984 -0.086814999999999989 0.089005000000000015 0.063160000000000022 -0.080689999999999998 0.15544000000000005 0.088055000000000022 0.13730000000000006 -0.078729999999999994 0.089880000000000029 -0.076329999999999995 -0.073999999999999996 -0.069939999999999988 -0.077784999999999993 0.09556000000000002 0.088605000000000017 0.10924500000000002 -0.041009999999999998 0.11670500000000002 0.11995000000000003 -0.010764999999999999 -0.09744499999999999
decision_type=2 2 2 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 7 -3 8 -5 15 -7 -9 -11 14 -14 -13 18 -17 -18 19 -1 -20 -2 -23
right_child=1 5 -4 4 -6 9 -8 10 -10 11 -12 12 13 -15 -16 16 17 -19 20 -21 -22 22 -24
leaf_value=-1.0374426915951899e-05 -0.0003742071348602633 0.0005974768085075104 -0.0024935405423635584 -0.00044068383749179627 0.0017393841746264592 -0.00057058523649271622 0.00059014852775056751 -4.8740035124571821e-05 -0.00054003918608789528 0.00032750626227844075 0.00064614110374105766 -6.7845420420158429e-05 -0.00078585776424334704 -5.5042934858959118e-05 0.00044049514846977418 0.00067019110283370444 -0.00041188163136800173 0.00011769957997729652 -1.6392978463907558e-05 0.00063192223240102468 -0.00065078306117511309 -0.00022295432025436562 0.00033258648975055825
leaf_weight=1479 46 75 46 55 63 52 61 54 47 67 47 251 64 288 80 64 61 270 331 64 67 67 56
leaf_count=1479 46 75 46 55 63 52 61 54 47 67 47 251 64 288 80 64 61 270 331 64 67 67 56
internal_value=0 -0.000128865 -0.000600224 5.54553e-05 0.000512611 -1.23758e-05 1.41559e-05 1.19347e-05 -2.44832e-07 -7.04277e-05 0.000266515 -3.46586e-05 -7.13843e-05 -0.000190244 5.25432e-05 1.02653e-05 0.000125434 1.76298e-05 -1.27501e-05 1.5736e-05 -0.000125244 -8.00392e-05 2.33194e-05
internal_weight=0 1092 215 2663 219 877 2444 156 2383 802 101 750 683 352 331 2336 395 331 1941 1543 398 169 123
internal_count=3755 1092 215 2663 219 877 2444 156 2383 802 101 750 683 352 331 2336 395 331 1941 1543 398 169 123
is_linear=0
shrinkage=0.0995203


Tree=8292
num_leaves=22
num_cat=0
split_feature=17 26 5 5 5 5 8 17 26 17 17 9 26 26 8 8 8 4 21 17 20
split_gain=0.00366223 0.0103405 0.00254603 0.0215593 0.0176694 0.00162969 0.00340827 0.0030675 0.000760218 0.00156084 0.00248695 0.00120515 0.000722813 0.000945372 0.00067915 0.000974648 0.000967506 0.00114483 0.00189081 0.00071871 0.000664026
threshold=0.51392000000000015 0.089545000000000027 -0.0070049999999999999 -0.0081349999999999981 -0.0054650000000000002 -0.011964999999999998 -0.081534999999999982 -0.012064999999999999 0.096535000000000024 -0.0065549999999999992 -0.041415 0.11408000000000003 0.09271500000000002 0.091400000000000023 -0.084855 -0.087374999999999994 -0.08237499999999999 0.10845500000000002 0.13765500000000006 -0.012064999999999999 -0.0093149999999999986
decision_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 -4 8 7 -7 12 10 -10 -11 13 -1 15 19 -16 18 -18 20 -6
right_child=1 -3 4 -5 14 6 -8 -9 9 11 -12 -13 -14 -15 16 -17 17 -19 -20 -21 -22
leaf_value=6.8939975249114637e-06 -0.00015688898317898367 0.0016109277022584925 -0.0018744775700420804 0.0020458117329633153 -0.00023491069373224156 -0.00050584600146814528 -0.0010013642970801238 0.00045730236207925431 3.0823696502027283e-05 0.00013955951601321047 0.00092379696879295108 -0.0003344294980042403 -0.0002744763590583435 0.00041429990817506079 0.00032975176282427833 -0.00050850169112568464 -3.2699718623386621e-05 -0.00040454042620510062 0.00059122421637008494 -0.00039436469476216644 0.00019351741899605176
leaf_weight=1418 84 53 54 53 55 64 47 67 69 238 59 68 85 59 81 67 845 74 51 50 100
leaf_count=1418 84 53 54 53 55 64 47 67 69 238 59 68 85 59 81 67 845 74 51 50 100
internal_value=0 0.000521036 -3.00821e-06 6.25326e-05 -0.000109601 1.38056e-05 -0.000274152 -6.99436e-06 3.98953e-05 0.000156506 0.000448824 3.15533e-05 6.97113e-06 2.37224e-05 -3.69462e-05 -0.000177113 0 -2.82627e-05 1.90019e-06 -6.48127e-05 3.62131e-05
internal_weight=0 137 3604 2227 1377 2174 178 131 1996 434 128 306 1562 1477 1323 272 1051 970 896 205 155
internal_count=3741 137 3604 2227 1377 2174 178 131 1996 434 128 306 1562 1477 1323 272 1051 970 896 205 155
is_linear=0
shrinkage=0.0995203


Tree=8293
num_leaves=21
num_cat=0
split_feature=19 18 0 18 5 26 18 26 6 4 2 0 26 17 6 18 1 0 1 26
split_gain=0.0129696 0.00384773 0.0140012 0.0128735 0.000991858 0.00332801 0.0041719 0.00160613 0.00101418 0.000862918 0.000781322 0.00209135 0.00144397 0.000650198 0.00187311 0.00370548 0.0014603 0.000915035 0.00146811 0.0006111
threshold=0.14071500000000006 -0.10387 -0.11239999999999999 -0.095799999999999982 -0.011964999999999998 0.10393000000000002 -0.021369999999999997 0.097315000000000026 0.11816500000000002 0.10300500000000003 0.096520000000000022 -0.052884999999999995 0.09032500000000003 -0.000475 0.085760000000000017 0.091330000000000008 -0.081594999999999987 -0.15137999999999999 0.41291000000000005 0.090275000000000022
decision_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 13 7 -7 8 -6 10 11 12 -4 14 16 -16 -5 18 -15 -19
right_child=-2 3 9 4 5 6 -8 -9 -10 -11 -12 -13 -14 17 15 -17 -18 19 -20 -21
leaf_value=0.0018916699676675985 0.0016751896237859483 -0.0012317871799753456 -0.00011013512724580121 -0.00044314428186555257 -2.8805611531582618e-05 -0.0013168616121674009 -2.4300438059194965e-05 0.00053566091534351374 -0.0004064817907975746 0.00048240627499118597 0.00040637868964652862 -0.00048488761759024688 0.00037545382217477334 -5.065930132792306e-05 0.00072204825935140481 -5.7506272897587823e-05 6.5208372510187901e-05 -0.00010095603026288844 0.00048285614708867266 4.9764695967533976e-05
leaf_weight=47 46 88 130 66 926 47 55 47 77 46 46 77 111 111 121 117 365 708 91 419
leaf_count=47 46 88 130 66 926 47 55 47 77 46 46 77 111 111 121 117 365 708 91 419
internal_value=0 -6.10107e-06 0.000263967 -4.44703e-05 -1.10409e-05 -8.47772e-05 -0.000627918 -3.12353e-05 -5.86159e-05 7.53795e-05 2.1693e-05 -3.13791e-05 0.000110121 3.1064e-05 0.000111173 0.000335382 -1.07375e-05 -8.64567e-06 0.000185634 -4.41942e-05
internal_weight=0 3695 457 3238 3150 1152 102 1050 1003 410 364 318 241 1998 669 238 431 1329 202 1127
internal_count=3741 3695 457 3238 3150 1152 102 1050 1003 410 364 318 241 1998 669 238 431 1329 202 1127
is_linear=0
shrinkage=0.0995203


Tree=8294
num_leaves=22
num_cat=0
split_feature=17 2 18 8 18 5 26 8 26 9 9 9 9 23 0 0 0 2 17 6 26
split_gain=0.00291184 0.00910116 0.00304491 0.0134084 0.0104723 0.00101587 0.00283154 0.00488627 0.00202027 0.00273767 0.000581577 0.00210631 0.0020138 0.000922914 0.000882671 0.000504663 0.000564652 0.00149433 0.00182246 0.00167949 0.0013599
threshold=0.51544000000000012 -0.080644999999999994 -0.10387 -0.086995000000000003 -0.095799999999999982 -0.011964999999999998 0.10393000000000002 -0.064619999999999997 0.096685000000000021 0.094220000000000012 0.08938500000000002 0.08888500000000002 0.089935000000000029 -0.065019999999999981 -0.073464999999999989 -0.089164999999999994 -0.068604999999999985 -0.07360499999999999 -0.47196999999999995 -0.029794999999999999 0.090385000000000021
decision_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 -1 -4 10 8 -8 9 -7 11 13 -12 -6 -14 -5 20 18 -18 -19 -17
right_child=1 -3 4 15 5 6 7 -9 -10 -11 12 -13 14 -15 -16 16 17 19 -20 -21 -22
leaf_value=0.0017740020529387302 0.0016007655596658704 -0.00014433636833737962 -0.0011091994231299943 -0.0002596524528044642 -0.00038799254290649508 -3.2142956444537523e-06 -0.0013015693314895925 5.1496305804694226e-05 0.00057714489339002616 -0.0005251904217059728 0.00074525484762452503 -0.00065236665470244149 -1.6316526222404384e-05 4.0241336471071691e-05 0.00022332946796987667 -1.382624570994482e-05 9.447072982398477e-05 0.00066072164619555211 -0.00073247256645350147 -8.1671373543101125e-05 0.00058878734506993141
leaf_weight=50 46 81 88 46 52 862 49 55 51 113 46 48 454 1104 225 84 54 51 49 70 63
leaf_count=50 46 81 88 46 52 862 49 55 51 113 46 48 454 1104 225 84 54 51 49 70 63
internal_value=0 0.000481302 -3.35277e-06 0.000233533 -3.87656e-05 -7.7042e-06 -8.28562e-05 -0.000578135 -3.18546e-05 -6.45496e-05 3.58951e-05 -5.86613e-06 0.000106377 2.02701e-05 6.18893e-05 4.68609e-05 8.70719e-05 -8.88975e-06 -0.000290982 0.000224473 0.000238868
internal_weight=0 127 3614 467 3147 3059 1130 104 1026 975 1929 1204 725 1156 679 417 371 224 103 121 147
internal_count=3741 127 3614 467 3147 3059 1130 104 1026 975 1929 1204 725 1156 679 417 371 224 103 121 147
is_linear=0
shrinkage=0.0995203


Tree=8295
num_leaves=18
num_cat=0
split_feature=19 18 18 18 17 2 18 20 17 0 17 3 3 2 2 2 1
split_gain=0.0102223 0.00264795 0.020633 0.0142191 0.00111882 0.000943719 0.000889056 0.00198267 0.000618994 0.001939 0.00146044 0.000832613 0.00638375 0.0009527 0.00351383 0.00201957 0.000707079
threshold=0.14071500000000006 -0.10082999999999999 -0.10872 -0.095799999999999982 -0.54604999999999992 0.096520000000000022 -0.14624999999999996 -0.00059999999999999995 0.51292000000000015 -0.077945 0.5567700000000001 0.089655000000000026 0.089305000000000009 -0.083254999999999982 -0.082234999999999989 -0.085804999999999992 -0.083284999999999984
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 -1 6 7 -6 11 10 -10 12 16 15 -15 -13 -5
right_child=-2 3 -4 8 5 -7 -8 -9 9 -11 -12 13 -14 14 -16 -17 -18
leaf_value=-0.0003657560532918062 0.0014860284084280029 -0.0015838278961755555 0.0021461312499766127 7.8468655799072024e-05 7.6157588115433641e-05 0.00043541613974046404 0.00032148276909066967 -0.00055995930369464003 0.00045499945436399151 -0.00069386969302673708 -0.00030494168336604293 8.7576207226788683e-06 -0.0012122435687646847 0.00082267156546533794 4.7936214840832905e-05 -0.00061537151883664072 -7.5138291915623928e-05
leaf_weight=72 46 58 49 468 178 57 65 66 47 53 53 285 46 61 1273 62 802
leaf_count=72 46 58 49 468 178 57 65 66 47 53 53 285 46 61 1273 62 802
internal_value=0 -6.60058e-06 0.00020936 -3.96404e-05 -5.44144e-06 6.32035e-05 -2.80789e-06 -9.25519e-05 -1.09478e-05 -0.000206223 4.40444e-05 -7.05679e-07 -6.0259e-05 4.54297e-05 8.39763e-05 -0.000100399 -1.78889e-05
internal_weight=0 3695 487 3208 438 366 309 244 3150 153 100 2997 1316 1681 1334 347 1270
internal_count=3741 3695 487 3208 438 366 309 244 3150 153 100 2997 1316 1681 1334 347 1270
is_linear=0
shrinkage=0.0995203


Tree=8296
num_leaves=27
num_cat=0
split_feature=1 5 5 17 2 9 17 6 5 9 2 17 21 20 1 0 5 0 0 8 2 26 8 20 8 1
split_gain=0.00312973 0.0249851 0.00171943 0.00260317 0.00172017 0.00230991 0.00167344 0.00238998 0.00162854 0.00135768 0.00118654 0.00117207 0.00151958 0.000934506 0.00108334 0.00108447 0.000850529 0.000863132 0.00161867 0.00106279 0.00066705 0.00154942 0.00142796 0.000541633 0.000509607 0.00041287
threshold=-0.06551499999999999 -0.09583499999999999 -0.061665000000000005 0.057560000000000014 -0.077849999999999989 0.09227500000000001 0.40057000000000009 0.11596500000000003 -0.035924999999999999 0.08938500000000002 -0.076524999999999996 -0.031185000000000001 0.14299000000000003 0.097980000000000025 -0.018369999999999997 -0.19126499999999999 -0.021739999999999999 -0.086414999999999992 -0.084534999999999985 -0.08731499999999999 -0.091674999999999993 -0.091484999999999997 -0.0077949999999999998 -0.077649999999999983 -0.086995000000000003 -0.014549999999999999
decision_type=2 2 2 2 2 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 24 11 9 -4 -8 -11 12 20 14 -13 -16 -10 19 -19 -18 25 -22 -23 -17 -3 -2
right_child=6 2 8 -5 -6 -7 7 -9 16 10 -12 13 -14 -15 15 23 17 18 -20 -21 21 22 -24 -25 -26 -27
leaf_value=0.0017771239430902194 -8.8159191916993115e-05 -8.3099525844341525e-05 0.0006057137499208739 -0.00070055507262384623 0.00045172205337801755 -0.00071044294822628941 -0.00049160975838552707 -0.00093303242281780484 -0.00033988848941515488 -0.00027510564486843799 0.00039254544537048447 0.0004124090061084882 -0.00065447135172195907 0.00034730621230007793 -0.00035075564221385405 -8.320929546683715e-05 8.1029791363708585e-05 0.00057307540326208902 7.8251567836091888e-05 -0.00045480773941623039 0.00048067901606420441 -1.1226370764360344e-05 -0.00037609263343710292 8.2338911662372625e-05 0.00030161529429150699 -0.00052505659879821163
leaf_weight=86 46 103 58 71 59 55 66 49 49 48 57 63 49 91 86 309 85 72 832 62 51 523 135 525 50 51
leaf_count=86 46 103 58 71 59 55 66 49 49 48 57 63 49 91 86 309 85 72 832 62 51 523 135 525 50 51
internal_value=0 0.000127398 3.20136e-05 -0.000164617 -1.9036e-05 -0.000156504 -5.69395e-05 -0.000317334 9.01137e-05 -0.000136118 7.95371e-05 -2.68175e-05 -0.00011402 4.18416e-05 1.27308e-05 -1.37486e-05 6.21833e-05 8.17077e-05 0.000118568 -0.000139401 -8.01486e-05 -4.53163e-05 -8.73291e-05 2.00211e-05 3.72738e-05 -0.000326308
internal_weight=0 1582 1496 338 267 208 2149 220 1158 171 105 1929 855 1074 983 920 1100 1051 904 147 806 709 658 834 153 97
internal_count=3731 1582 1496 338 267 208 2149 220 1158 171 105 1929 855 1074 983 920 1100 1051 904 147 806 709 658 834 153 97
is_linear=0
shrinkage=0.0995203


Tree=8297
num_leaves=20
num_cat=0
split_feature=8 8 17 17 29 27 26 4 1 1 9 4 4 8 3 20 3 18 17
split_gain=0.00257991 0.0101408 0.00310109 0.0195009 0.00100335 0.00107695 0.00151288 0.00092282 0.00093877 0.00158791 0.00126848 0.000925853 0.00103879 0.000829169 0.000912168 0.000484744 0.000422595 0.00033674 0.000417471
threshold=-0.091914999999999983 -0.092984999999999998 -0.0064000000000000003 -0.033249999999999995 0.096845000000000028 -0.032854999999999995 0.50635500000000022 0.11670500000000002 -0.082489999999999994 -0.081744999999999998 0.098720000000000016 0.12665500000000005 0.13630500000000004 -0.49499500000000002 0.14166500000000004 -0.070634999999999989 0.087515000000000023 0.10085500000000001 -0.10811499999999999
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 17 5 -2 7 8 10 -10 -7 -9 -13 -4 15 -15 -17 18 -1
right_child=4 -3 13 -5 -6 6 -8 11 9 -11 -12 12 -14 14 -16 16 -18 -19 -20
leaf_value=0 0.00041145940490503889 0.0015033978575539528 -0.00039691377182229205 0.0021805297353378089 -0.00046727557262123636 9.6633699286266216e-05 -0.00058779285717195002 0.00052818486659157152 -0.00062029301218967489 -4.9998275127483368e-05 -0.00040505092475978834 -0.00024359761013692505 0.00031361993314734629 -0.00031399366933402141 0.00037406182836487357 -0.00016219547045136305 0.00011585642696632777 0.00011383190024203371 -0.00036470348518250162
leaf_weight=63 58 54 69 47 49 751 46 59 50 1850 53 62 70 70 50 100 117 49 64
leaf_count=63 58 54 69 47 49 751 46 59 50 1850 53 62 70 70 50 100 117 49 64
internal_value=0 0.000193762 8.0027e-05 0.00037885 -2.0106e-05 -1.25268e-05 -2.11667e-05 -1.18805e-05 -2.70806e-05 -6.54369e-05 6.25442e-05 0.000199022 4.56948e-05 -8.20884e-05 -1.51994e-05 -8.58673e-05 -8.50562e-06 -9.76299e-05 -0.000185663
internal_weight=0 683 629 223 3048 2999 2941 2895 2704 1900 804 191 132 406 337 287 217 176 127
internal_count=3731 683 629 223 3048 2999 2941 2895 2704 1900 804 191 132 406 337 287 217 176 127
is_linear=0
shrinkage=0.0995203


Tree=8298
num_leaves=20
num_cat=0
split_feature=8 8 8 26 3 10 5 26 24 0 0 6 26 6 24 20 5 3 26
split_gain=0.00209206 0.0082221 0.00264485 0.0161254 0.00107419 0.000902988 0.00112219 0.000870667 0.000750715 0.000613972 0.00175358 0.000683692 0.000612583 0.00118496 0.001461 0.000842429 0.000692509 0.000550293 0.000362337
threshold=-0.091914999999999983 -0.092984999999999998 -0.105475 0.084535000000000013 0.093835000000000016 0.09056500000000002 0.63455500000000009 0.12236500000000003 0.083550000000000027 -0.11524 -0.14574499999999999 -0.10754999999999999 -0.23202999999999999 -0.23069499999999998 -0.023524999999999997 -0.074879999999999988 -0.011764999999999999 0.089005000000000015 0.080935000000000021
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 -5 6 8 9 12 10 11 -1 15 14 -14 -2 -15 -11 -19
right_child=5 -3 3 4 -6 -7 -8 -9 -10 17 -12 -13 13 16 -16 -17 -18 18 -20
leaf_value=0.00026482702116214515 2.3315570014364993e-05 0.0013537793527895045 0.0020019870967863591 -0.00038548601496656059 0.00020749662288112547 0.00038052309935561956 -0.00051413191354715397 0.00031108214336945716 -0.00040866891998718149 0.00022821033336329531 -0.0006270315585097351 -0.0002401519024166377 -0.00016198750665672996 -6.9765791677416935e-05 0.00049869847269503546 -0.00055387477505408373 3.1613917603800639e-05 0 -0.0003374208389837089
leaf_weight=53 47 54 46 82 46 55 46 56 48 73 71 53 48 1303 97 48 1356 103 46
leaf_count=53 47 54 46 82 46 55 46 56 48 73 71 53 48 1303 97 48 1356 103 46
internal_value=0 0.000174444 7.18955e-05 0.000402451 -0.000165987 -1.81318e-05 -2.5731e-05 -5.27156e-05 -1.78298e-05 -0.000105827 -0.000244133 4.61468e-06 -1.10761e-05 -2.36069e-06 0.000274343 -0.0002597 -1.77577e-05 7.56943e-07 -0.000105186
internal_weight=0 683 629 174 128 3048 2993 455 2947 399 177 106 2899 2804 145 95 2659 222 149
internal_count=3731 683 629 174 128 3048 2993 455 2947 399 177 106 2899 2804 145 95 2659 222 149
is_linear=0
shrinkage=0.0995203


Tree=8299
num_leaves=28
num_cat=0
split_feature=1 5 5 5 17 0 0 1 0 8 3 3 3 18 18 8 8 0 3 3 17 5 8 17 2 18 9
split_gain=0.0022251 0.0196212 0.00143941 0.00178248 0.0015299 0.00136211 0.00207591 0.00114323 0.00253142 0.00225265 0.000973621 0.00127897 0.00137441 0.000811311 0.002563 0.00132124 0.00107769 0.0011752 0.000808987 0.000799626 0.00066568 0.00157168 0.00117283 0.000805739 0.00149824 0.00130901 0.000542337
threshold=-0.053299999999999993 -0.09583499999999999 -0.067559999999999995 -0.049719999999999993 0.055875000000000015 -0.071799999999999989 -0.079954999999999984 -0.03694999999999999 -0.072039999999999979 -0.070134999999999989 0.11061500000000002 0.099145000000000025 0.096595000000000028 -0.10303999999999999 -0.091869999999999993 -0.00076499999999999995 -0.07106999999999998 -0.071799999999999989 0.085035000000000013 0.13547000000000003 -0.067015000000000005 -0.089564999999999992 -0.073999999999999996 -0.0065549999999999992 -0.077115000000000003 -0.014825 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 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 18 8 9 -2 11 12 -5 15 -15 16 17 -9 -3 -12 21 -16 -23 24 -22 -25 -13
right_child=7 2 3 10 -6 -7 -8 13 -10 -11 19 26 -14 14 20 -17 -18 -19 -20 -21 23 22 -24 25 -26 -27 -28
leaf_value=0.0015303550387615807 -0.0011409955944565993 -0.00027926269345447576 0.00067726560584481532 2.3479373223471456e-05 -0.00059567265687318226 0.00034394810966205755 -0.00074745932295457011 9.8920197228760066e-05 0.00018038009751341965 -0.00013317308443627819 0.00048237040943165924 -9.1153752202113706e-05 0.00055691263771941635 0.00061963251461285825 -0.00059312621608182314 -0.00052862458037787185 0.00034545326514250757 -0.00057625539889260657 0.0001923297875842955 0 -2.1932018354178535e-05 -0.00016773721281356172 0.00025619500030072355 -0.00032577032281374825 0.00055066964985958687 1.113692867514642e-05 -0.00050030406599425111
leaf_weight=90 46 61 46 861 66 63 49 51 59 46 85 84 51 62 65 82 50 48 88 59 115 244 87 130 72 912 59
leaf_count=90 46 61 46 861 66 63 49 51 59 46 85 84 51 62 65 82 50 48 88 59 115 244 87 130 72 912 59
internal_value=0 0.000101137 1.87909e-05 6.80636e-05 -0.000166303 -5.45907e-05 -0.000185533 -5.34081e-05 -0.000317678 -0.000645983 4.40086e-05 1.00709e-05 5.42072e-05 -3.21759e-05 -7.71991e-06 -0.000207235 -2.48686e-05 -0.000220169 0 0.000286964 -3.21596e-05 -0.000144425 -5.38377e-05 3.34756e-06 0.000194157 -3.011e-05 -0.000265689
internal_weight=0 1662 1572 1245 327 261 198 2069 151 92 1199 1055 912 1918 1687 231 149 99 149 144 1625 396 331 1229 187 1042 143
internal_count=3731 1662 1572 1245 327 261 198 2069 151 92 1199 1055 912 1918 1687 231 149 99 149 144 1625 396 331 1229 187 1042 143
is_linear=0
shrinkage=0.0995203


Tree=8300
num_leaves=22
num_cat=0
split_feature=20 20 5 26 11 18 8 17 8 3 3 3 17 17 0 21 21 17 26 3 0
split_gain=0.00240687 0.00627724 0.0134775 0.00139924 0.00121541 0.00121501 0.00121179 0.00120473 0.00129642 0.00108576 0.00326546 0.00107513 0.00105997 0.00326727 0.00172775 0.00102994 0.00137668 0.000999759 0.000997469 0.000906976 0.000140137
threshold=-0.080384999999999998 -0.08231999999999999 -0.080119999999999983 0.5128250000000002 -0.23667999999999997 -0.037059999999999989 -0.086404999999999996 0.11180000000000002 -0.084514999999999993 0.097595000000000029 0.10807500000000002 0.15361500000000003 0.42451000000000011 0.51174000000000019 -0.077945 -0.0086749999999999987 -0.080214999999999995 0.006145000000000002 0.15222000000000005 0.09049500000000002 -0.098180000000000003
decision_type=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 17 8 -8 19 -11 12 15 -14 -15 16 -6 20 -17 -10 -1
right_child=3 2 5 -5 11 -7 7 -9 9 10 -12 -13 13 14 -16 18 -18 -19 -20 -21 -22
leaf_value=3.3920718096171902e-05 0.00041933686223914491 0.0021221786588260698 0.0004080336019844925 -0.00059730202798768722 0 -0.0002936803668622971 -0.00045225671272009746 0.00047210734281951088 9.2726996604743913e-05 -0.00071038696486978338 0.00026771577696525659 -0.00047710260462451791 -0.00097992776885587199 0.00030661602252955136 -0.00042270551822838083 -5.6329472395823131e-05 0.00055368799848159241 -0.000602558821394426 0.00030866842276411241 0.00054911519092281931 -0.00017091586224482453
leaf_weight=64 55 47 50 46 134 47 49 71 146 56 84 58 48 72 58 2337 68 48 76 65 59
leaf_count=64 55 47 50 46 134 47 49 71 146 56 84 58 48 72 58 2337 68 48 76 65 59
internal_value=0 0.000144555 0.00073848 -5.13472e-05 -4.24234e-05 5.95884e-05 1.00626e-05 9.36619e-05 2.44412e-05 9.33211e-05 -0.000117678 -5.16186e-05 -4.24898e-05 -0.000277961 -1.24765e-05 -2.61485e-05 0.000188949 -0.000215415 -4.44942e-05 0.0002372 -5.76788e-05
internal_weight=0 786 144 2952 2906 97 642 471 400 351 140 2851 2793 178 130 2615 202 171 2413 211 123
internal_count=3738 786 144 2952 2906 97 642 471 400 351 140 2851 2793 178 130 2615 202 171 2413 211 123
is_linear=0
shrinkage=0.0995203


Tree=8301
num_leaves=22
num_cat=0
split_feature=20 20 8 20 8 21 26 7 3 3 8 8 2 4 4 0 0 0 26 4 0
split_gain=0.00210478 0.0147844 0.0014256 0.00141368 0.00130343 0.00146862 0.00114178 0.00102713 0.000823593 0.00184364 0.000696391 0.0013898 0.00124634 0.00119165 0.00115349 0.000434094 0.00223465 0.0010886 0.000733366 0.000380848 0.000349507
threshold=-0.082220000000000001 -0.082904999999999993 -0.086404999999999996 -0.093704999999999997 -0.084129999999999996 0.11552500000000003 0.5128250000000002 -0.10984999999999999 0.086605000000000029 0.089655000000000026 -0.084044999999999995 -0.083504999999999982 0.096520000000000022 0.10495500000000003 0.13440000000000005 -0.11524 -0.14574499999999999 -0.106285 0.088605000000000017 0.10533000000000002 -0.11239999999999999
decision_type=2 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 -4 8 7 -2 -6 -10 15 -12 14 -14 -13 16 19 -17 -19 -9 -1
right_child=6 -3 4 -5 5 -7 -8 10 9 -11 11 12 13 -15 -16 17 -18 18 -20 -21 -22
leaf_value=0.00015274018964961462 -0.00044752507743650512 0.0018737386273493522 0.00053575583411325303 -0.00065735080007608819 0.00035125411905101775 0.00052454583575888025 -0.00052615887140988456 -0.00015745402642610478 -0.0005907878334563796 2.9599887926724875e-05 0.00049844641291525553 -4.8795735717230698e-05 1.1035764067920142e-05 0.00053634361568143107 0.00041792215860871084 0.00039756838730904464 -0.00075973642592268959 -2.3564635618110012e-05 -0.0002176271633834523 0.00019933465778796633 -0.00019856960346018655
leaf_weight=54 59 46 63 52 46 54 48 64 60 217 56 1566 102 78 54 48 55 615 289 55 57
leaf_count=54 59 46 63 52 46 54 48 64 60 217 56 1566 102 78 54 48 55 615 289 55 57
internal_value=0 0.000153757 2.119e-05 -0.000228545 0.000115566 4.31769e-05 -4.33263e-05 -3.54359e-05 -3.47652e-05 -0.000101825 -2.7008e-05 1.00563e-05 -4.68331e-06 0.000243217 -3.27331e-05 -8.88286e-05 -0.000235053 -6.12429e-05 -8.65101e-05 5.69111e-07 -2.02871e-05
internal_weight=0 649 603 163 440 377 3089 3041 323 277 2982 1856 1800 180 1620 1126 174 952 904 119 111
internal_count=3738 649 603 163 440 377 3089 3041 323 277 2982 1856 1800 180 1620 1126 174 952 904 119 111
is_linear=0
shrinkage=0.0995203


Tree=8302
num_leaves=19
num_cat=0
split_feature=20 20 5 11 3 7 17 17 2 18 18 2 3 3 6 3 17 3
split_gain=0.00171164 0.0119839 0.00124887 0.000954398 0.00169379 0.00106362 0.000847685 0.00232839 0.00206537 0.000835975 0.00155818 0.00111323 0.000674555 0.0013991 0.00139522 0.00105688 0.00140699 0.00114689
threshold=-0.082220000000000001 -0.082904999999999993 0.26676500000000009 -0.23667999999999997 0.15361500000000003 -0.15142999999999998 0.42451000000000011 0.51174000000000019 -0.073884999999999992 0.038665000000000012 0.14607000000000003 0.096520000000000022 0.087625000000000022 0.089655000000000026 -0.012034999999999999 0.097595000000000029 0.0065250000000000013 0.10648500000000002
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 -2 5 -5 9 -8 -9 11 -11 -7 14 -14 -1 16 -15 -17
right_child=3 -3 -4 4 -6 6 7 8 -10 10 -12 -13 13 15 -16 17 -18 -19
leaf_value=-0.00010047875748863312 0.00036644583301874065 0.0016872638483737951 0.00041848399253838317 -0.00049174956152849252 -0.00055829912763049152 -4.5219529568782216e-06 -0.00081444424355076885 -0.00043889599936543239 0.0003528966034004552 -0.00016235187612593404 0.00022847809808598731 0.00023960014679682179 -0.000484169387816415 0.0004826754592444708 0.00051474964664989542 -0.00052991639044230453 -0.00019493628429893706 5.1273973722385389e-07
leaf_weight=87 56 46 69 50 63 1762 50 61 70 653 118 206 76 77 61 57 48 128
leaf_count=87 56 46 69 50 63 1762 50 61 70 653 118 206 76 77 61 57 48 128
internal_value=0 0.000138706 1.92163e-05 -3.90144e-05 -4.67706e-05 -3.56443e-05 -2.7554e-05 -0.000236421 -9.55169e-06 -1.34526e-05 -0.000101474 2.06155e-05 -3.08415e-05 -0.000101366 0.000147564 -4.87716e-06 0.000215924 -0.000158492
internal_weight=0 649 603 3089 3033 2970 2920 181 131 2739 771 1968 534 386 148 310 125 185
internal_count=3738 649 603 3089 3033 2970 2920 181 131 2739 771 1968 534 386 148 310 125 185
is_linear=0
shrinkage=0.0995203


Tree=8303
num_leaves=18
num_cat=0
split_feature=20 5 20 20 1 0 23 8 5 4 5 27 7 20 21 21 20
split_gain=0.00139138 0.00302471 0.0138851 0.00186505 0.00150759 0.000954492 0.000847439 0.00103529 0.000971433 0.00242438 0.00116887 0.00115801 0.00101305 0.00101345 0.000732029 0.00047491 0.000449925
threshold=-0.074014999999999984 -0.16183 -0.082534999999999997 -0.076909999999999992 0.063010000000000024 -0.14795 -0.046924999999999994 -0.07106999999999998 -0.52786999999999995 0.10495500000000003 -0.50393499999999991 0.10274500000000002 -0.080929999999999988 -0.049534999999999996 0.11754000000000002 -0.080634999999999998 -0.085204999999999989
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 5 -3 7 -2 9 -8 -10 12 -12 -14 16 -1 -7
right_child=6 3 -4 -5 -6 14 8 -9 10 -11 11 -13 13 -15 -16 -17 -18
leaf_value=0.00010314049169324155 0 -0.00040477224408911174 0.0018847558350881817 0.00056816849113793086 -0.00053910238474822944 9.8806880264499952e-05 -0.00027930892415290598 -0.00066295623602863286 -0.00049422308273436549 0.00061781363520121231 -0.00048938061299645035 0.00034951362206293168 -0.0002879567651678925 -2.1225758858603174e-05 0.00034570331303333763 -0.00030551873811632198 -6.7541808157911288e-05
leaf_weight=47 47 50 49 57 52 303 50 48 57 71 51 74 152 2154 72 63 341
leaf_count=47 47 50 49 57 52 303 50 48 57 71 51 74 152 2154 72 63 341
internal_value=0 9.07776e-05 0.000490271 1.72485e-05 -2.01401e-05 1.40211e-05 -4.48986e-05 -0.000337837 -3.39183e-05 0.000240336 -4.75853e-05 -3.67761e-05 -4.92513e-05 -3.91623e-05 4.44098e-05 -0.000123468 9.45358e-06
internal_weight=0 1034 159 875 818 766 2704 95 2609 121 2488 2431 2357 2306 716 110 644
internal_count=3738 1034 159 875 818 766 2704 95 2609 121 2488 2431 2357 2306 716 110 644
is_linear=0
shrinkage=0.0995203


Tree=8304
num_leaves=24
num_cat=0
split_feature=1 3 17 3 4 3 9 9 8 21 21 3 3 20 17 4 9 1 1 1 8 3 9
split_gain=0.0020047 0.00777398 0.0014302 0.00217577 0.00142031 0.000764617 0.000703444 0.00107584 0.0043448 0.0020052 0.00458576 0.00110387 0.00204456 0.00117728 0.00117243 0.000839922 0.000877696 0.000746742 0.000665692 0.00187336 0.00164093 0.00138885 0.00114756
threshold=-0.16272499999999998 0.084895000000000012 -0.14169499999999999 0.093715000000000021 0.09939000000000002 0.11926500000000002 0.084380000000000024 0.083795000000000022 -0.085289999999999991 -0.075024999999999994 -0.091104999999999992 0.086965000000000028 0.090050000000000033 -0.071149999999999991 -0.012064999999999999 0.12498500000000003 0.084595000000000017 -0.048734999999999994 0.10924000000000002 0.066150000000000028 -0.050299999999999997 0.11308000000000003 0.09310000000000003
decision_type=2 2 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 -5 7 9 -9 10 -2 13 -13 -11 -15 16 -8 -14 19 21 22 -18 -20
right_child=6 2 3 5 -6 -7 15 8 -10 11 -12 12 17 14 -16 -17 18 -19 20 -21 -22 -23 -24
leaf_value=-0.0012161423092526943 -0.00023464507205736115 -0.00060657003620687557 0.0006939635345128819 -0.00034006509112233799 6.7427577371789717e-06 0.00017783067275438749 0.00036549732872893128 -0.00077873635337431227 0.00027673497076984043 0.0004820521033851299 0.0011119166007486797 -0.00079612692567363429 -0.00044457727458512242 -0.00027083919955659237 0.00018404721796253464 0.00036051139297296362 3.3718278771690165e-05 -5.5501980649172776e-05 -0.00021709418215684726 0.00051230972991076862 -0.00053776556589099742 -0.00025298908104237324 0.00040957941984258326
leaf_weight=67 52 65 53 56 82 55 70 87 68 58 47 46 56 102 124 74 1659 460 64 75 74 186 52
leaf_count=67 52 65 53 56 82 55 70 87 68 58 47 46 56 102 124 74 1659 460 64 75 74 186 52
internal_value=0 -0.000243439 -3.12533e-05 0.000167787 -0.000258881 -7.60751e-05 -1.4224e-06 -6.68964e-05 -0.000310409 -2.60888e-05 0.000396363 -7.64923e-05 -0.000157805 8.15327e-05 -1.76333e-05 3.01671e-05 1.85781e-05 -9.93137e-05 6.6809e-06 2.46385e-05 -0.000170477 4.37074e-06 5.67714e-05
internal_weight=0 378 311 164 147 111 3354 1100 155 945 99 846 562 284 226 2254 2180 516 2110 1920 190 1845 116
internal_count=3732 378 311 164 147 111 3354 1100 155 945 99 846 562 284 226 2254 2180 516 2110 1920 190 1845 116
is_linear=0
shrinkage=0.0995203


Tree=8305
num_leaves=16
num_cat=0
split_feature=2 2 6 1 6 6 10 3 9 19 8 9 2 9 5
split_gain=0.00196951 0.0102376 0.000842385 0.00245707 0.00167717 0.000802491 0.000690237 0.0017321 0.00118624 0.000645063 0.000605062 0.002156 0.000878977 0.000468381 0.000169205
threshold=-0.11700999999999999 -0.14091999999999996 0.13225500000000004 -0.049499999999999995 0.11884000000000002 0.11481500000000001 0.09056500000000002 0.11089500000000001 0.095415000000000014 -0.10411999999999999 0.0044850000000000011 0.11351500000000002 -0.085599999999999996 0.082335000000000019 0.063170000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 5 9 7 8 13 -2 12 -12 -11 -1 -15
right_child=2 -3 3 -5 -6 -7 -8 -9 -10 10 11 -13 -14 14 -16
leaf_value=0.00010851285719710748 0.00034912315029744795 -0.001566374014861047 -0.00070292116192413199 0.00012131950439014065 0.00056601070338612391 -0.00037883912256910049 0.00025756155404921987 -0.00062545683796827803 0.00044977933220751359 -0.00013043681543630048 0.00035607884035426395 -0.00029642931263074862 1.4734203007874954e-05 -0.00038071473107293173 -8.6401801031954934e-05
leaf_weight=55 54 50 63 80 53 54 64 51 49 501 164 71 2327 50 46
leaf_count=55 54 50 63 80 53 54 64 51 49 501 164 71 2327 50 46
internal_value=0 -0.000243112 3.07459e-08 -0.000236083 1.07575e-05 1.2188e-06 -3.04716e-05 -0.000107176 2.08928e-05 8.06569e-06 1.78566e-06 0.000155455 -1.06944e-05 -0.000112861 -0.000248217
internal_weight=0 365 3367 143 3224 3171 315 251 200 3117 3063 235 2828 151 96
internal_count=3732 365 3367 143 3224 3171 315 251 200 3117 3063 235 2828 151 96
is_linear=0
shrinkage=0.0995203


Tree=8306
num_leaves=17
num_cat=0
split_feature=27 5 26 9 6 1 6 17 18 6 9 19 2 27 26 8
split_gain=0.00245462 0.0128835 0.000908779 0.00239962 0.00101224 0.00133053 0.00121083 0.00111699 0.00152964 0.00130112 0.00099326 0.00089104 0.000521766 0.000982034 0.000942051 0.00036442
threshold=0.083270000000000025 0.064585000000000017 0.15222000000000005 0.11351500000000002 0.12241500000000002 -0.050379999999999994 0.11766500000000002 0.0084900000000000028 -0.082304999999999989 0.10877500000000002 0.11296000000000002 0.084490000000000023 -0.046564999999999995 0.10274500000000002 -0.0098899999999999995 -0.090440000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 4 -4 6 -6 7 10 -9 -10 11 -1 14 15 -2 -14
right_child=1 -3 3 -5 5 -7 -8 8 9 -11 -12 -13 13 -15 -16 -17
leaf_value=4.2411651973628232e-06 -0.0005297403303331236 -0.0017513729198204706 0.00075804244675439054 -0.00013620668140540125 -0.00056659341646462635 1.7006030179199949e-05 0.00050823256521332185 -0.0005144896842017478 -9.3255343409981455e-05 0.00039586678167235009 0.0004325477406213155 0.00023139013939485747 9.5391389078948579e-05 0.00035926921507986869 5.3248350555872331e-05 -0.00025107788549100717
leaf_weight=1994 48 50 55 62 72 78 47 80 688 58 61 188 49 74 59 69
leaf_count=1994 48 50 55 62 72 78 47 80 688 58 61 188 49 74 59 69
internal_value=0 -0.000272494 4.51923e-06 0.00027717 -4.99747e-06 -0.000257664 6.90285e-06 -5.07995e-07 -9.97077e-05 -5.41297e-05 3.5658e-05 2.41874e-05 -2.24512e-05 7.25819e-05 -0.000200629 -0.000100268
internal_weight=0 349 3383 117 3266 150 3116 3069 826 746 2243 2182 299 192 107 118
internal_count=3732 349 3383 117 3266 150 3116 3069 826 746 2243 2182 299 192 107 118
is_linear=0
shrinkage=0.0995203


Tree=8307
num_leaves=20
num_cat=0
split_feature=2 2 26 21 0 0 8 26 5 17 5 26 5 2 3 3 4 7 4
split_gain=0.00151045 0.00820135 0.000662302 0.0008355 0.00075581 0.00325744 0.0016171 0.00172841 0.0012874 0.00113289 0.000850719 0.000807755 0.0005432 0.000960816 0.000622542 0.000450428 0.000974904 0.000236469 0.000358482
threshold=-0.11700999999999999 -0.14091999999999996 0.15222000000000005 0.093685000000000032 -0.057604999999999996 -0.051999999999999998 0.0073150000000000012 -0.23202999999999999 0.51390500000000017 -0.53166999999999998 0.22078000000000006 0.10665000000000002 0.2686150000000001 0.097285000000000024 0.084795000000000023 0.11089500000000001 0.10515500000000001 0.056805000000000015 0.093220000000000011
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 4 -4 6 -6 8 -8 9 -2 -11 12 14 -14 -7 16 17 18 -1
right_child=2 -3 3 -5 5 11 7 -9 -10 10 -12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0 0.00036268427584704979 -0.0013956203888765945 0.00045743896952805913 -1.8264782902609478e-05 -0.00089412067306403396 0.00017440476836391768 0.00085229688025249242 3.2449132702677603e-05 0.00051819613584999701 -1.0905681467952973e-05 -0.00027575479329803091 -0.00042348391172780924 0.00046626516869408945 -9.5287514713871701e-05 -0.00017815363336406967 -0.00022308936099757088 0.00045382112561155011 7.9661768945098589e-05 -0.00035855747962815492
leaf_weight=66 77 50 70 70 49 70 46 62 46 2427 127 46 62 55 160 82 47 74 46
leaf_count=66 77 50 70 70 49 70 46 62 46 2427 127 46 62 55 160 82 47 74 46
internal_value=0 -0.000211286 1.63204e-06 0.00021374 -7.31635e-06 -0.00012837 1.16018e-05 0.000389224 -3.32708e-06 -1.27565e-05 -2.43961e-05 -3.08114e-05 1.88841e-05 0.000195291 -6.7294e-05 -2.06978e-05 4.70167e-05 -5.13768e-05 -0.000145265
internal_weight=0 365 3367 140 3227 442 2785 108 2677 2631 2554 393 347 117 230 315 233 186 112
internal_count=3732 365 3367 140 3227 442 2785 108 2677 2631 2554 393 347 117 230 315 233 186 112
is_linear=0
shrinkage=0.0995203


Tree=8308
num_leaves=22
num_cat=0
split_feature=3 3 11 18 8 8 3 8 1 17 8 0 0 8 1 17 5 5 0 5 36
split_gain=0.00303185 0.00963254 0.0018969 0.00122827 0.00256285 0.000710587 0.0011899 0.000849211 0.0016105 0.000739481 0.00153579 0.00070256 0.00126208 0.000699954 0.00193214 0.000409014 0.00085253 0.000559834 0.00116358 0.00107161 0.000353279
threshold=0.084380000000000024 0.083875000000000019 -0.37506 -0.0092699999999999987 -0.08595499999999999 -0.08731499999999999 0.084795000000000023 -0.086254999999999984 -0.0092949999999999994 -0.55754499999999996 -0.085289999999999991 -0.086304999999999993 1.0000000180025095e-35 -0.088634999999999992 -0.01538 -0.093784999999999993 0.13648000000000002 -0.093875 -0.10942499999999999 -0.082635 0.081840000000000024
decision_type=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 13 -7 8 -8 -9 -11 20 -13 15 -15 16 -4 18 -17 -19 -5
right_child=2 -3 5 11 -6 6 7 9 -10 10 -12 12 -14 14 -16 17 -18 19 -20 -21 -22
leaf_value=-0.00034313041204922967 0.00054046625051894204 -0.0011759527163269286 -0.00052094840754433555 0.00011431196912763895 0.00054127392015707509 0.00051249488675659215 -2.4040935108072525e-05 0.00029957007147949439 0.00072934179530725722 -0.00045821892915437658 1.5707012806036509e-05 -0.00068342845218684637 -2.2478280863611195e-05 -0.00070183357397033536 8.988589279059495e-05 5.8957786611186864e-05 5.6133686941179598e-05 0.00039271172538701376 -0.00035905559650648082 -1.9336972707259231e-05 -0.00022480189714441727
leaf_weight=51 68 90 48 86 86 51 63 85 48 70 2081 56 64 59 60 163 49 85 108 224 47
leaf_count=51 68 90 48 86 86 51 63 85 48 70 2081 56 64 59 60 163 49 85 108 224 47
internal_value=0 -0.000247643 2.01427e-05 -3.13185e-05 0.000206068 8.80878e-06 3.60818e-05 2.53806e-05 0.000294371 1.16612e-05 0 -0.000163099 -0.000337744 -7.23245e-05 -0.000295768 -3.18393e-05 -0.000220993 0 -0.00010461 9.13605e-05 0
internal_weight=0 480 3262 390 137 3194 2398 2347 111 2236 2151 253 120 796 119 677 97 580 271 309 133
internal_count=3742 480 3262 390 137 3194 2398 2347 111 2236 2151 253 120 796 119 677 97 580 271 309 133
is_linear=0
shrinkage=0.0995203


Tree=8309
num_leaves=20
num_cat=0
split_feature=3 9 2 6 2 1 4 8 6 1 1 3 6 7 2 2 6 2 6
split_gain=0.00246656 0.0102976 0.0176348 0.00230658 0.000995184 0.0029965 0.00154224 0.000945925 0.000882046 0.00250874 0.0011178 0.00256413 0.000878705 0.00071425 0.000790291 0.00270855 0.000973559 0.000731806 0.000683062
threshold=0.084380000000000024 0.084485000000000018 -0.087614999999999985 -0.48214499999999999 -0.086304999999999993 -0.085184999999999997 0.081905000000000019 -0.075449999999999989 0.11642500000000001 -0.068094999999999989 -0.047239999999999997 0.10850000000000003 0.084985000000000019 -0.075879999999999989 -0.084869999999999987 -0.085599999999999996 0.11146500000000002 -0.084385000000000002 -0.011749999999999998
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 12 -6 -7 -8 13 -10 -11 -12 -1 -5 15 18 17 -16 -15
right_child=3 2 -4 8 5 6 7 -9 9 10 11 -13 -14 14 16 -17 -18 -19 -20
leaf_value=0.00010353644143583376 0.00071812396451837064 0 -0.0024250028024095818 0.00033844603412229072 0.00065605865995702105 -0.0005385740030679529 -0.00012535537438804867 0.0004677330057142294 0.00069827297134571718 -0.00027535550619727558 0.00076125994407766156 -0.00027079514433631796 -0.00042897488492925817 0.00014220661242593961 -0.00039440832301247122 0.00068618684759471401 -0.00049034538463807291 -2.5019243330640389e-05 -5.7625267100565723e-05
leaf_weight=53 46 71 51 58 81 51 60 46 69 83 46 48 67 266 55 65 48 2016 462
leaf_count=53 46 71 51 58 81 51 60 46 69 83 46 48 67 266 55 65 48 2016 462
internal_value=0 -0.000223337 -0.00101324 1.81881e-05 4.35625e-05 0.000163232 -8.58145e-05 0.0001243 7.92201e-06 0.000189136 -4.71585e-06 0.000225544 -0.000186961 -6.81203e-06 -1.39699e-05 7.03736e-05 -4.59203e-05 -3.52245e-05 1.42657e-05
internal_weight=0 480 122 3262 358 238 157 106 3216 246 177 94 120 2970 2912 793 2119 2071 728
internal_count=3742 480 122 3262 358 238 157 106 3216 246 177 94 120 2970 2912 793 2119 2071 728
is_linear=0
shrinkage=0.0995203


Tree=8310
num_leaves=21
num_cat=0
split_feature=4 2 2 2 9 0 9 9 6 2 26 2 6 6 10 10 9 0 9 9
split_gain=0.00172309 0.000960264 0.0159076 0.00126285 0.00157488 0.00288487 0.00287413 0.00118185 0.000820662 0.00389893 0.00123855 0.00138422 0.00091007 0.00067606 0.000629381 0.000973546 0.0008482 0.00100122 0.000946972 0.000473029
threshold=0.15116500000000005 -0.083769999999999997 -0.083344999999999989 -0.086849999999999997 0.084055000000000032 -0.087184999999999999 0.084915000000000032 0.086115000000000011 0.11642500000000001 -0.072419999999999998 0.099260000000000029 -0.018864999999999996 0.11146500000000002 -0.52821499999999999 0.09056500000000002 0.086165000000000019 0.093425000000000022 -0.085794999999999996 0.097680000000000031 0.11408000000000003
decision_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 14 -5 -6 -7 -8 12 -10 11 -11 13 -4 15 16 17 -1 -18 -15
right_child=-2 2 8 4 5 6 7 -9 9 10 -12 -13 -14 19 -16 -17 18 -19 -20 -21
leaf_value=0.00010501765843901973 0.00049611059888423476 -0.0016048329928569571 -0.00037739371610253752 0.00057627288215144311 0.00068551372806769674 -0.00052976302405938799 0.00060615832906417357 0 0.00096054348188620326 -0.00064452776901872911 0.00033567156610938529 8.3684469383436274e-05 -0.00045729811953628904 -2.520279747555025e-05 0.00025944021787313614 -0.0004064001746511616 0.00050998889751397076 -0.00017540052417338946 0 0.00017620606703772624
leaf_weight=200 65 64 52 87 63 86 47 94 48 50 49 50 49 1990 74 67 59 331 95 122
leaf_count=200 65 64 52 87 63 86 47 94 48 50 49 50 49 1990 74 67 59 331 95 122
internal_value=0 -2.05142e-05 -5.61383e-05 5.20671e-05 0.000203159 8.84015e-05 -7.37106e-05 0.000198643 -1.46714e-05 0.000179343 -6.68256e-05 -0.000272236 -3.23123e-05 -2.2311e-05 -1.59025e-05 -4.40861e-05 -7.45293e-06 -6.824e-05 0.000196828 -1.31808e-05
internal_weight=0 3677 2474 1203 377 290 227 141 2410 197 149 100 2213 2164 826 752 685 531 154 2112
internal_count=3742 3677 2474 1203 377 290 227 141 2410 197 149 100 2213 2164 826 752 685 531 154 2112
is_linear=0
shrinkage=0.0995203


Tree=8311
num_leaves=24
num_cat=0
split_feature=3 3 6 17 4 1 1 6 6 0 17 3 1 9 6 3 18 3 7 10 17 17 17
split_gain=0.00223961 0.0128745 0.00194154 0.00127558 0.00114777 0.000739715 0.000877035 0.000596996 0.00136695 0.00176164 0.00120136 0.000656551 0.00272636 0.00632509 0.00283431 0.0017335 0.00158656 0.000972973 0.000554016 0.000542942 0.00127641 0.000489929 0.000326736
threshold=0.08400500000000001 0.083725000000000022 -0.48214499999999999 0.056905000000000011 0.12205500000000002 -0.01504 -0.09225499999999999 0.091025000000000023 0.088845000000000021 -0.082494999999999999 0.50644500000000015 0.091615000000000016 -0.083284999999999984 0.088710000000000025 0.094100000000000031 0.093615000000000018 -0.011835 0.097095000000000029 -0.075879999999999989 0.090150000000000022 -0.56005499999999986 -0.040099999999999997 -0.15122999999999998
decision_type=2 2 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 5 6 22 8 18 -10 11 12 14 -14 -9 16 -13 -17 -4 20 -20 -11 -1
right_child=2 -3 7 -5 -6 -7 -8 10 9 21 -12 15 13 -15 -16 17 -18 -19 19 -21 -22 -23 -24
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leaf_weight=46 46 48 60 64 76 69 56 50 81 46 88 49 58 56 62 116 48 223 82 58 2154 52 54
leaf_count=46 46 48 60 64 76 69 56 50 81 46 88 49 58 56 62 116 48 223 82 58 2154 52 54
internal_value=0 -0.00022884 1.67749e-05 -2.50621e-05 -0.000112947 0 -0.00012001 7.52612e-06 -1.52928e-05 -0.000280491 8.56846e-05 3.84019e-05 0.00017662 0.000520998 -0.000166598 -3.13656e-05 -0.000403646 7.27424e-05 4.52536e-06 -2.92956e-06 4.50765e-06 -0.000565113 4.92736e-05
internal_weight=0 413 3329 365 301 225 156 3283 2533 179 750 662 226 114 112 436 97 339 2354 2294 2236 98 100
internal_count=3742 413 3329 365 301 225 156 3283 2533 179 750 662 226 114 112 436 97 339 2354 2294 2236 98 100
is_linear=0
shrinkage=0.0995203


Tree=8312
num_leaves=21
num_cat=0
split_feature=5 6 3 18 26 24 9 5 5 26 2 6 18 9 3 23 17 38 6 6
split_gain=0.00538054 0.00186845 0.00465096 0.0107787 0.00193891 0.00156396 0.00142747 0.00124734 0.00231954 0.00303109 0.00109378 0.00105606 0.0016017 0.00128666 0.000927727 0.000912002 0.000841508 0.000737481 0.000943843 0.000841195
threshold=0.6362850000000001 0.085570000000000021 0.085505000000000012 -0.088385000000000005 0.08709500000000002 0.10216500000000002 0.084535000000000013 -0.068984999999999991 -0.037239999999999995 0.10264000000000002 -0.086304999999999993 0.098855000000000012 0.10554500000000001 0.09227500000000001 0.086375000000000021 -0.065019999999999981 0.51292000000000015 -0.072014999999999996 -0.47287499999999999 -0.011749999999999998
decision_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 10 15 -6 11 9 -9 -5 12 13 -4 -10 -1 -16 -17 -19 -20
right_child=-2 2 7 4 6 -7 -8 8 14 -11 -12 -13 -14 -15 16 17 -18 18 19 -21
leaf_value=-0.00039267730608272386 0.0010872977961610801 0.0018323002722698267 1.5714120491773821e-06 -0.00046548154052470682 0.00089408269098364772 -0.00058143675451297365 9.9521423715317361e-05 0.0010091722292243346 -0.00040257438458378853 2.8231778523451341e-05 0.00016041129783980369 -0.00043415432950618234 0.00041659591415844357 -0.00058194417965081954 9.9848582404803187e-05 0.00027487108149127477 -0.00030320286716391958 -0.00037649135502220669 4.0766845435212048e-05 -9.1248753324345928e-05
leaf_weight=61 48 49 113 46 49 49 46 59 48 70 67 86 60 54 463 91 57 69 1457 711
leaf_count=61 48 49 113 46 49 49 46 59 48 70 67 86 60 54 463 91 57 69 1457 711
internal_value=0 2.61776e-05 0.000124321 0.000502504 0.000185299 -2.44904e-05 0.000517965 2.72794e-05 0.000102068 0.000483225 -8.71325e-05 -0.000136646 -2.03278e-05 -0.000182208 1.40607e-05 -1.27244e-05 5.40936e-05 -2.41692e-06 -1.40628e-05 -2.15034e-06
internal_weight=0 3705 1267 257 208 2438 95 1010 697 129 113 313 227 167 568 2389 520 2328 2237 2168
internal_count=3753 3705 1267 257 208 2438 95 1010 697 129 113 313 227 167 568 2389 520 2328 2237 2168
is_linear=0
shrinkage=0.0995203


Tree=8313
num_leaves=22
num_cat=0
split_feature=5 6 6 5 0 1 0 24 1 5 9 0 1 26 6 17 23 6 38 11 5
split_gain=0.00436209 0.00152056 0.00377417 0.0114807 0.00195636 0.00175947 0.00194108 0.0012678 0.00112924 0.00192686 0.00186275 0.00160287 0.00115132 0.00212662 0.00107862 0.000932415 0.000739474 0.000625037 0.000562793 0.000918722 0.000367932
threshold=0.6362850000000001 0.085570000000000021 0.088750000000000023 -0.0018599999999999999 -0.087184999999999999 -0.08616 -0.086109999999999992 0.10216500000000002 -0.067015000000000005 -0.068984999999999991 0.091690000000000021 -0.072039999999999979 -0.073844999999999994 0.096425000000000025 0.089315000000000019 -0.45791500000000002 -0.065019999999999981 0.084985000000000019 -0.072014999999999996 -0.37931999999999999 -0.38486499999999996
decision_type=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 -7 16 12 20 -11 -12 14 -14 -4 -16 -1 18 -18 -20 -10
right_child=-2 2 8 -5 5 6 -8 -9 9 10 11 -13 13 -15 15 -17 17 -19 19 -21 -22
leaf_value=-0.0003535979921998579 0.00097908974391632572 0.00067918440111022847 -0.0004209891164807939 0.0018005859577318163 0.00034394251065339535 -0.00076362184481726066 7.6742150618263377e-05 -0.00052357205455287863 2.3736320854094952e-05 0.00094112571520069696 -0.00024249095382540759 0.00050847427698881001 8.6858442168209735e-05 -0.00083636286082285798 -0.00034231114044944503 8.7018152840225989e-05 0.00024751585493952729 -0.00036558665017629051 -0.00039588358255007039 5.3682821587099498e-06 -0.00035427660534640125
leaf_weight=61 48 52 54 50 80 46 63 49 49 47 48 65 48 48 55 516 91 46 58 2133 46
leaf_count=61 48 52 54 50 80 46 63 49 49 47 48 65 48 48 55 516 91 46 58 2133 46
internal_value=0 2.35944e-05 0.000112141 0.000426831 0.000138422 -6.02758e-06 -0.000270397 -2.20865e-05 1.74759e-05 0.000198081 0.000410276 0.000182236 -4.52641e-05 -0.000366225 2.72569e-06 4.42305e-05 -1.1458e-05 -2.14138e-06 4.82613e-06 -4.88001e-06 -0.000150684
internal_weight=0 3705 1267 291 241 189 109 2438 976 255 160 113 721 96 625 571 2389 2328 2282 2191 95
internal_count=3753 3705 1267 291 241 189 109 2438 976 255 160 113 721 96 625 571 2389 2328 2282 2191 95
is_linear=0
shrinkage=0.0995203


Tree=8314
num_leaves=25
num_cat=0
split_feature=5 6 3 3 26 18 1 3 17 5 1 9 9 3 9 9 9 26 0 1 7 7 0 26
split_gain=0.00353653 0.00123662 0.00338363 0.00919592 0.00259035 0.00184867 0.000989855 0.00541745 0.00104747 0.00261465 0.00161748 0.00140292 0.00137115 0.000821753 0.000671215 0.00202669 0.00142653 0.00242307 0.00213306 0.00457026 0.000916902 0.000788225 0.000668431 0.00054543
threshold=0.6362850000000001 0.085570000000000021 0.085505000000000012 0.084955000000000017 0.08709500000000002 -0.015440000000000001 -0.052259999999999994 0.10850000000000003 0.057560000000000014 -0.072054999999999994 -0.068094999999999989 0.097365000000000021 0.094010000000000024 0.11308000000000003 0.10054500000000002 0.097200000000000022 0.11351500000000002 0.11861500000000001 -0.052884999999999995 0.055865000000000012 0.076760000000000023 -0.073659999999999989 -0.13417999999999999 -0.091484999999999997
decision_type=2 2 2 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 3 4 5 -3 8 -8 11 -10 -11 12 -4 -13 15 20 18 23 19 -16 21 -1 -23 -18
right_child=-2 2 6 -5 -6 -7 7 -9 9 10 -12 13 -14 -15 16 -17 17 -19 -20 -21 -22 22 -24 -25
leaf_value=-0.00031655215810084909 0.00088165053731628683 0.00029804583867682692 3.7492622956711924e-05 0.0016214512659664835 0.00055072734288327916 -0.00048624439236117918 0.00076834322339143111 -0.00043320874757403358 -0.0007865480519023086 0.00014908406103361502 -0.00050192223408992368 0.00070627464161712597 -0.00050569535759255573 8.7852530610697888e-05 4.2971545632470574e-05 -0.00054898402548819367 -4.2212939520235531e-05 -0.00065945821479026666 -0.00025201711383604627 0.0012887817207549097 -0.00037562053764733172 0.00013191795717791552 -2.2931239999499974e-05 0.00042576299017116017
leaf_weight=79 48 49 463 51 84 73 87 64 57 145 51 46 51 46 78 75 46 52 47 48 70 335 1561 47
leaf_count=79 48 49 463 51 84 73 87 64 57 145 51 46 51 46 78 75 46 52 47 48 70 335 1561 47
internal_value=0 2.12463e-05 0.000101109 0.000423666 0.000123153 -0.000164533 1.82226e-05 0.000253655 -2.221e-05 -0.000192941 -1.61339e-05 4.7718e-05 -1.48108e-05 0.000405962 -1.99219e-05 -4.04318e-05 0.000114236 -0.000111881 0.000308489 0.000524063 -2.13804e-05 -8.41052e-06 3.99696e-06 0.000185489
internal_weight=0 3705 1267 257 206 122 1010 151 859 253 196 606 514 92 2438 2120 318 145 173 126 2045 1975 1896 93
internal_count=3753 3705 1267 257 206 122 1010 151 859 253 196 606 514 92 2438 2120 318 145 173 126 2045 1975 1896 93
is_linear=0
shrinkage=0.0995203


Tree=8315
num_leaves=20
num_cat=0
split_feature=10 10 26 26 5 26 24 10 11 9 7 20 6 3 1 6 1 26 3
split_gain=0.00320749 0.0038935 0.00118624 0.00408081 0.0144431 0.00215112 0.00102017 0.000878988 0.000911487 0.000935763 0.000515216 0.000464221 0.00113209 0.000945426 0.00077366 0.00306137 0.00231978 0.00044245 0.00048865
threshold=0.089800000000000033 0.098635000000000014 0.084535000000000013 0.085635000000000031 -0.0018599999999999999 0.084165000000000031 0.083550000000000027 0.084475000000000022 -0.37931999999999999 -0.11273 0.05259500000000001 -0.07650499999999999 -0.092919999999999989 0.11693000000000002 -0.07002499999999999 0.11816500000000002 -0.073844999999999994 0.085155000000000022 0.086375000000000021
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 17 6 7 8 -1 -10 11 12 -5 -14 16 -16 -13 18 -4
right_child=1 -3 3 10 -6 -7 -8 -9 9 -11 -12 14 13 -15 15 -17 -18 -19 -20
leaf_value=-0.00040606014479543549 0.001231271742318073 -2.6570949028250609e-05 -8.2992359235375721e-05 -0.00052956352879907011 0.0019564050791930211 -0.00066199698602469829 -0.00040757941407094239 -0.0003677367202371951 0.00039081954892352137 3.1344209176674632e-06 -0.00030934959365281007 3.7809837985682557e-05 -8.2453010467423388e-05 0.00039084672174350001 5.2216795686474739e-05 0.00075102474342917985 -0.00060235669438180712 -0.00023730953542701916 0.00035391473142688476
leaf_weight=51 48 47 49 47 50 55 67 65 65 1299 46 851 254 50 478 72 60 51 48
leaf_count=51 48 47 49 47 50 55 67 65 65 1299 46 851 254 50 478 72 60 51 48
internal_value=0 0.000600354 1.41815e-05 6.43814e-05 0.000494041 -4.97337e-05 -2.74369e-05 -9.67464e-06 6.19492e-06 2.22093e-05 1.81535e-05 2.69194e-05 -7.49009e-05 -1.91476e-06 5.19417e-05 0.000145186 -3.45404e-06 0 0.00012477
internal_weight=0 95 3658 2056 198 1602 1547 1480 1415 1364 1858 1812 351 304 1461 550 911 148 97
internal_count=3753 95 3658 2056 198 1602 1547 1480 1415 1364 1858 1812 351 304 1461 550 911 148 97
is_linear=0
shrinkage=0.0995203


Tree=8316
num_leaves=10
num_cat=0
split_feature=22 28 5 20 17 17 17 9 3
split_gain=0.0261431 0.0115166 0.00364333 0.00126458 0.000846507 0.00835425 0.000991709 0.000942369 0.000635443
threshold=0.13264000000000004 0.083225000000000021 0.63455500000000009 -0.40431 0.066010000000000027 0.084010000000000015 0.057560000000000014 0.095055000000000014 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5 -7
right_child=-2 -3 -4 4 5 8 -8 -9 -10
leaf_value=-0.00049550474762181495 0.0022972901767141377 -0.0013140459497994019 -0.0008272447776470084 -4.1924989325231411e-05 0.0012782390447778201 0.00017908839425755018 -0.00040923443438502 0.00010398894163260055 -4.7158609529140707e-05
leaf_weight=51 48 69 54 2168 55 159 64 548 540
leaf_count=51 48 69 54 2168 55 159 64 548 540
internal_value=0 -4.01926e-05 -1.58138e-05 -3.36307e-06 3.50751e-06 9.72316e-05 -2.16181e-05 -1.21829e-05 3.13417e-06
internal_weight=0 3708 3639 3585 3534 754 2780 2716 699
internal_count=3756 3708 3639 3585 3534 754 2780 2716 699
is_linear=0
shrinkage=0.0995203


Tree=8317
num_leaves=16
num_cat=0
split_feature=27 28 10 3 18 0 26 3 1 1 0 26 3 3 3
split_gain=0.0220443 0.0141724 0.00191726 0.00104552 0.0030673 0.00921593 0.00158296 0.00119813 0.00176021 0.0019704 0.00158253 0.00141223 0.00110258 0.000910247 0.000802155
threshold=0.11470500000000003 0.083225000000000021 0.090150000000000022 0.089395000000000016 0.091330000000000008 -0.084269999999999998 0.089795000000000028 0.093835000000000016 -0.080349999999999991 -0.067015000000000005 -0.070134999999999989 -0.22971 0.08895500000000002 0.094970000000000013 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 6 -6 8 10 -10 -5 -9 14 -13 -1
right_child=-2 -3 -4 7 5 -7 -8 11 9 -11 -12 13 -14 -15 -16
leaf_value=3.1305302648627996e-06 0.0018365339977543867 -0.0017222629511261267 -0.00051612337126896311 0.00035918110499085306 0.00027533245095796307 0.0015446659493441491 -0.00042193244490759002 -0.00042087896111683739 -0.00063879004583171947 -0.00014786394325399458 -0.00034474089718411531 0.00032480073902557775 0.00040762952829176863 -3.1858485496270588e-06 -0.00030360036671247392
leaf_weight=1109 63 49 75 97 80 53 54 77 110 335 46 89 63 1365 91
leaf_count=1109 63 49 75 97 80 53 54 77 110 335 46 89 63 1365 91
internal_value=0 -4.08262e-05 -1.79916e-05 -7.29436e-06 5.75538e-05 0.000433741 0 -5.20553e-05 -0.000172853 -0.000271056 0.00012702 -5.12678e-06 1.20728e-06 1.63274e-05 -1.94477e-05
internal_weight=0 3693 3644 3569 1450 187 134 2119 588 445 143 1531 1263 1454 1200
internal_count=3756 3693 3644 3569 1450 187 134 2119 588 445 143 1531 1263 1454 1200
is_linear=0
shrinkage=0.0995203


Tree=8318
num_leaves=11
num_cat=0
split_feature=22 28 5 6 18 18 1 10 17 10
split_gain=0.0212528 0.00826448 0.00280342 0.00154585 0.000694267 0.00455341 0.000680538 0.000481806 0.000916351 0.000293035
threshold=0.13264000000000004 0.083225000000000021 0.63455500000000009 0.23663500000000004 0.092545000000000016 0.094870000000000024 -0.049499999999999995 0.086275000000000018 -0.53015499999999993 0.092225000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 8 -1 -9
right_child=-2 -3 -4 -5 5 6 -8 9 -10 -11
leaf_value=-0.00024487425917605634 0.0020721653032895232 -0.0011145304419184678 -0.00072650364878336837 -0.00056484040487207558 0.00093040027376540342 -7.6440601400595346e-05 0.00013784306298601258 0.00038443912906688422 -9.7359976940596336e-06 9.5695153993268184e-06
leaf_weight=176 48 69 54 48 59 347 253 46 2610 46
leaf_count=176 48 69 54 48 59 347 253 46 2610 46
internal_value=0 -3.53846e-05 -1.46977e-05 -3.74758e-06 3.63547e-06 9.59682e-05 1.25513e-05 -1.72223e-05 -2.48842e-05 0.000205903
internal_weight=0 3708 3639 3585 3537 659 600 2878 2786 92
internal_count=3756 3708 3639 3585 3537 659 600 2878 2786 92
is_linear=0
shrinkage=0.0995203


Tree=8319
num_leaves=11
num_cat=0
split_feature=27 28 5 21 1 1 1 2 26 5
split_gain=0.0185699 0.00987226 0.00224267 0.00118746 0.000686033 0.0108432 0.00183088 0.00158469 0.00123412 0.000839671
threshold=0.11470500000000003 0.083225000000000021 0.63455500000000009 0.15372000000000005 -0.079844999999999985 -0.080689999999999998 -0.067015000000000005 -0.078289999999999985 0.096425000000000025 -0.096354999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 7 -6 -8 -1
right_child=-2 -3 -4 -5 6 -7 8 -9 -10 -11
leaf_value=-0.00034591072911096708 0.0016865415889969029 -0.0014399446919569376 -0.00065420182699933195 -0.00042267752442746938 -0.00048189522222489797 0.0015601565294022998 -2.8598324722664437e-05 -3.7955422188173302e-05 0.0001862681454488976 2.2552429050056629e-05
leaf_weight=65 63 49 54 67 154 46 1711 174 313 1060
leaf_count=65 63 49 54 67 154 46 1711 174 313 1060
internal_value=0 -3.65331e-05 -1.74371e-05 -7.63101e-06 2.99333e-08 6.2501e-05 -3.07247e-05 -0.000248886 4.22509e-06 5.35765e-07
internal_weight=0 3693 3644 3590 3523 1171 2352 328 2024 1125
internal_count=3756 3693 3644 3590 3523 1171 2352 328 2024 1125
is_linear=0
shrinkage=0.0995203


Tree=8320
num_leaves=23
num_cat=0
split_feature=1 27 9 21 1 21 3 1 9 9 9 2 5 21 3 5 9 23 0 0 1 5
split_gain=0.00146707 0.00105315 0.00109429 0.00144478 0.00232812 0.0031945 0.00193651 0.00183849 0.00156206 0.00135392 0.00127226 0.00192653 0.00142076 0.0013053 0.00122353 0.00121361 0.00196558 0.000996671 0.000954152 0.000931286 0.000616803 0.000506491
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decision_type=2 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 3 8 7 -6 -7 14 9 17 -4 12 -12 -14 -5 -10 -17 -3 -1 20 -13 -9
right_child=-2 2 10 4 5 6 -8 21 15 -11 11 19 13 -15 -16 16 -18 -19 -20 -21 -22 -23
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leaf_weight=47 51 51 61 87 68 118 110 82 72 91 91 96 62 48 56 70 293 1981 47 53 48 47
leaf_count=47 51 51 61 87 68 118 110 82 72 91 91 96 62 48 56 70 293 1981 47 53 48 47
internal_value=0 -1.28306e-05 -2.16664e-05 -4.29292e-05 -0.000186599 -0.000379894 -0.00019684 2.07427e-05 -1.07076e-05 2.41551e-05 0.000121359 5.42039e-05 -0.000159992 7.43128e-05 -0.000221746 -0.000182736 -0.000257718 6.92627e-06 0.000315443 0.000276904 0.000138312 0.000295894
internal_weight=0 3679 3585 3126 568 296 228 272 2558 2123 459 398 201 110 143 435 363 2032 94 197 144 129
internal_count=3730 3679 3585 3126 568 296 228 272 2558 2123 459 398 201 110 143 435 363 2032 94 197 144 129
is_linear=0
shrinkage=0.0995203


Tree=8321
num_leaves=15
num_cat=0
split_feature=6 28 9 8 9 2 9 20 2 2 0 17 0 6
split_gain=0.00119308 0.000872783 0.000809028 0.00107333 0.00105407 0.00169976 0.00105094 0.00103532 0.00136953 0.000945004 0.00232533 0.00189394 0.000749123 0.000645967
threshold=-0.53620499999999993 0.081965000000000024 0.10078500000000003 -0.51030999999999993 0.10341500000000002 -0.065059999999999993 0.098720000000000016 -0.00059999999999999995 -0.074084999999999998 0.12875500000000004 -0.016659999999999998 -0.55286000000000002 -0.055729999999999995 -0.09007999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 9 -6 -9 11 -11 -5 13 -7
right_child=1 -3 4 6 5 12 -8 8 -10 10 -12 -13 -14 -15
leaf_value=-0.00047048277124670299 0.00034473109479234973 0.00031987975894190289 0.00049175077660057714 0.00036716799255717659 7.9865485844271412e-05 0.0004294458744042752 -0.00044577098305773418 -3.8198627224913605e-05 -0.00077710181446289783 -4.0754997339195649e-05 -0.00086990808539197872 -3.9715586180700783e-05 0.00057451707766770547 -1.1909024403683198e-05
leaf_weight=57 71 77 61 118 88 47 64 58 47 132 46 2713 53 98
leaf_count=57 71 77 61 118 88 47 64 58 47 132 46 2713 53 98
internal_value=0 -1.10727e-05 -1.8387e-05 -3.6479e-05 0.000105646 4.33159e-05 -4.55531e-05 -0.000164307 -0.000376742 -3.67686e-05 -0.00025963 -2.24669e-05 0.00024983 0.000125505
internal_weight=0 3673 3596 3144 452 391 3073 193 105 3009 178 2831 198 145
internal_count=3730 3673 3596 3144 452 391 3073 193 105 3009 178 2831 198 145
is_linear=0
shrinkage=0.0995203


Tree=8322
num_leaves=19
num_cat=0
split_feature=27 28 3 0 0 9 9 6 6 18 0 3 0 0 18 0 9 11
split_gain=0.00141141 0.00145594 0.000773379 0.00146121 0.00415027 0.000961438 0.00172228 0.000883422 0.00110782 0.000877827 0.000867783 0.000859614 0.000768253 0.00328047 0.00166445 0.0004749 0.000428974 0.000415269
threshold=0.11410500000000003 0.081965000000000024 0.084505000000000011 -0.085794999999999996 -0.087614999999999985 0.099125000000000033 0.097990000000000022 -0.101065 -0.067359999999999989 0.10861000000000003 -0.15034 0.083875000000000019 -0.068189999999999987 -0.070374999999999993 -0.17307499999999998 0.019150000000000004 0.081605000000000025 -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 10 6 12 -7 -9 -10 -1 15 13 -4 -14 17 -12 -5
right_child=-2 -3 5 11 -6 7 -8 8 9 -11 16 -13 14 -15 -16 -17 -18 -19
leaf_value=0.00043152341733892845 -0.00046935677215463481 0.00049511342276112639 -5.1062516038510866e-05 -4.0681279645236565e-05 0.001002544485561564 -0.00021346582629688134 -0.00064272050460343721 0.0004777999164062225 -2.4018335806762157e-05 0.00040638846041796931 -0.00030769045446767335 -0.00045584047832763564 0.00058634092743180212 -0.00088434824617395652 0 -0.00020376825830259441 4.1684749911709535e-05 0.0003363914737021107
leaf_weight=46 67 56 2158 54 58 71 49 87 216 59 48 49 55 48 376 61 117 55
leaf_count=46 67 56 2158 54 58 71 49 87 216 59 48 49 55 48 376 61 117 55
internal_value=0 -7.98331e-06 -1.6021e-05 0.000100053 0.000256224 -3.44444e-05 -5.68257e-05 0.000102501 0.000166734 6.53467e-05 4.71946e-05 -8.80363e-05 -4.56283e-05 -6.9565e-05 7.49882e-05 1.31625e-05 -5.49904e-05 0.000142075
internal_weight=0 3663 3607 488 269 3119 2686 433 362 275 211 219 2637 2206 431 170 165 109
internal_count=3730 3663 3607 488 269 3119 2686 433 362 275 211 219 2637 2206 431 170 165 109
is_linear=0
shrinkage=0.0995203


Tree=8323
num_leaves=13
num_cat=0
split_feature=27 28 5 0 0 8 8 4 20 6 4 29
split_gain=0.00114423 0.0011808 0.0007107 0.000676603 0.00171535 0.000852394 0.00118954 0.00083298 0.00131205 0.00201476 0.00105184 0.000587065
threshold=0.11410500000000003 0.081965000000000024 0.63455500000000009 -0.069824999999999984 -0.071029999999999996 -0.47145500000000001 -0.26194999999999996 0.10386500000000003 -0.081374999999999989 -0.06656999999999999 0.11660000000000002 -0.055059999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 -5 -10 -9 -12
right_child=-2 -3 -4 7 -6 6 -8 10 9 -11 11 -13
leaf_value=0.00030821613225933537 -0.00042264600001657766 0.00044583956381026596 -0.00036342563778182958 -0.00022096339170554326 -0.00063542264074807446 -0.00048166579171600974 -2.1035788612592611e-05 -0.00036905509092770891 0.00067584329038211329 0.00011188755799231158 -0.00020246261605742303 0.00020507083781667312
leaf_weight=75 67 56 57 83 46 57 2577 83 76 397 51 105
leaf_count=75 67 56 57 83 46 57 2577 83 76 397 51 105
internal_value=0 -7.18688e-06 -1.44472e-05 -8.61332e-06 -3.21583e-05 -2.16124e-05 -3.13147e-05 7.19499e-05 0.000139287 0.000204233 -8.12751e-05 6.65911e-05
internal_weight=0 3663 3607 3550 2755 2709 2634 795 556 473 239 156
internal_count=3730 3663 3607 3550 2755 2709 2634 795 556 473 239 156
is_linear=0
shrinkage=0.0995203


Tree=8324
num_leaves=26
num_cat=0
split_feature=3 18 17 17 2 10 5 9 5 2 8 17 9 5 18 17 18 9 21 9 17 9 17 2 17
split_gain=0.00156725 0.00946085 0.00156212 0.00106969 0.00138542 0.00290334 0.00104739 0.00162308 0.00136956 0.00140057 0.00102899 0.0010184 0.000595523 0.00100272 0.000677885 0.000655007 0.00102348 0.00182549 0.00118442 0.00066115 0.00168254 0.00125147 0.00114968 0.000652154 0.000636663
threshold=0.084855000000000028 0.087065000000000017 -0.09744499999999999 -0.54604999999999992 -0.084924999999999987 0.086030000000000023 -0.015214999999999999 0.085335000000000022 -0.010424999999999999 -0.084385000000000002 -0.085605000000000001 -0.15122999999999998 0.11222500000000002 -0.1807 0.10307000000000002 -0.42946499999999999 -0.015979999999999998 0.08951000000000002 0.11162500000000002 0.097990000000000022 0.060860000000000011 0.096535000000000024 -1.0000000180025095e-35 -0.065059999999999993 0.50644500000000015
decision_type=2 2 2 2 2 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 -2 7 10 -8 -10 -4 -1 15 -14 23 16 17 -5 -19 21 22 24 -21 -15 -17
right_child=3 -3 6 12 -6 -7 8 -9 9 -11 -12 -13 13 14 -16 19 -18 18 -20 20 -22 -23 -24 -25 -26
leaf_value=0 0.00040188373599707108 0.0012258405958624475 -0.00047418491504941298 0.00063474158585339257 -0.00060713329649493141 -0.00062413271894087602 0.00071028065200710324 0.00035080295211962765 -0.00018049256226517662 0.00049712760777630084 3.2959488994315533e-05 -0.00059567186398911277 0.00058183939931017489 -6.7352968036709984e-05 -0.00019694984891773006 -5.5528817435027638e-07 -0.00022437338685768628 -0.00033907146067150683 0.00026659596556081431 -0.00014339017542589061 0.0002035318685380544 0.00044200228248370612 -0.00074145149003432677 0.00039110335401417438 -0.00022028788718730959
leaf_weight=54 65 74 76 77 65 47 55 75 70 52 77 58 46 49 65 2062 56 53 80 84 70 61 56 72 140
leaf_count=54 65 74 76 77 65 47 55 75 70 52 77 58 46 49 65 2062 56 53 80 84 70 61 56 72 140
internal_value=0 0.000173165 2.09086e-05 -3.22923e-06 -0.000241104 -2.13677e-05 0.000113359 -2.4354e-05 0.000295376 0.000101619 -0.000213605 -0.000306089 1.06669e-05 0.000163808 5.60223e-05 -2.00568e-06 0.000146047 0.000248724 1.90847e-05 -1.82615e-05 -0.000187233 -2.21969e-06 -0.000388462 0.000198682 -1.48973e-05
internal_weight=0 591 517 3148 177 112 405 228 177 122 153 112 2971 232 186 2739 266 210 133 2473 210 2263 140 121 2202
internal_count=3739 591 517 3148 177 112 405 228 177 122 153 112 2971 232 186 2739 266 210 133 2473 210 2263 140 121 2202
is_linear=0
shrinkage=0.0995203


Tree=8325
num_leaves=23
num_cat=0
split_feature=3 26 3 9 8 8 8 0 17 2 4 17 3 6 9 29 21 4 2 20 5 36
split_gain=0.00127493 0.00809868 0.00091251 0.00159144 0.00277257 0.00285715 0.00104439 0.000979024 0.000866801 0.00112308 0.00230817 0.00084168 0.000559335 0.00195737 0.00184405 0.00319567 0.00189716 0.00171638 0.00124093 0.000843661 0.000823645 0.000153929
threshold=0.084855000000000028 0.088435000000000027 0.084465000000000026 0.083715000000000026 -0.08569499999999998 -0.080659999999999996 -0.085764999999999994 -0.085794999999999996 -0.54604999999999992 -0.084924999999999987 0.10252500000000002 -0.078119999999999995 0.11426500000000002 0.12638500000000005 0.11408000000000003 0.11485000000000002 0.13457500000000003 0.10533000000000002 0.10166000000000001 -0.16109499999999999 0.27287000000000011 0.087020000000000028
decision_type=2 2 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 -6 11 -8 9 10 -2 -1 17 14 15 16 -14 18 19 -10 -21 -9
right_child=8 -3 -4 4 5 -7 7 21 12 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=-6.8800127488878475e-06 0.00037230130911127663 0.0010806103293446168 -0.00029461402571668232 0.00073083424716156539 -0.00062255995033299867 0.00042833495332113611 0.00043158594870193191 -0.00023833829319305232 -0.00038963532256524377 -0.00054671128126659917 -0.0005376968102828901 -0.00060009516455272955 9.8440431661918462e-05 0.00055902167562695828 -0.00040635352132805807 0.00085470291290650868 -0.00048578657786147003 -0.0004577659935680919 0.0003694068289531962 1.1522487228993385e-05 -0.00030300151525954744 1.3576567169873362e-06
leaf_weight=46 63 81 82 80 47 56 50 47 57 65 49 56 390 78 83 50 64 83 88 1992 86 46
leaf_count=46 63 81 82 80 47 56 50 47 57 65 49 56 390 78 83 50 64 83 88 1992 86 46
internal_value=0 0.000156115 7.67766e-06 6.75061e-05 0.000290673 -4.32519e-05 -9.58448e-05 7.3006e-05 -2.95961e-06 -0.00021711 -1.85138e-05 -0.000340593 9.52304e-06 9.00947e-05 2.63894e-05 9.92789e-05 1.42793e-05 -1.33571e-05 2.86757e-06 -1.18569e-05 -1.10044e-06 -0.000110977
internal_weight=0 591 510 428 183 103 245 143 3148 177 112 102 2971 665 587 504 454 2306 2223 2135 2078 93
internal_count=3739 591 510 428 183 103 245 143 3148 177 112 102 2971 665 587 504 454 2306 2223 2135 2078 93
is_linear=0
shrinkage=0.0995203


Tree=8326
num_leaves=22
num_cat=0
split_feature=17 17 17 17 9 27 6 9 9 21 20 26 21 9 9 21 4 26 26 0 9
split_gain=0.00104969 0.000818697 0.00126892 0.00528675 0.00134161 0.00175316 0.000857774 0.000816118 0.00119885 0.000707115 0.00162881 0.00276439 0.00213058 0.00131462 0.00380108 0.000680808 0.00174635 0.000642644 0.00211372 0.00103242 0.00101691
threshold=-0.54604999999999992 0.42451000000000011 0.064745000000000011 0.077740000000000017 0.12652000000000005 0.08427500000000003 0.11816500000000002 0.088135000000000033 0.095950000000000021 0.096415000000000015 -0.058504999999999995 -0.0083299999999999989 0.10841000000000002 0.11408000000000003 0.10814500000000002 0.092470000000000011 0.10252500000000002 0.09032500000000003 0.088055000000000022 -0.057604999999999996 0.091750000000000012
decision_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 4 -4 9 -6 7 -3 -9 13 12 -12 -11 14 -2 16 -1 18 19 -5 -19
right_child=1 6 3 17 5 -7 -8 8 -10 10 11 -13 -14 -15 -16 -17 -18 20 -20 -21 -22
leaf_value=0.0001644985535020648 -2.9135734391500725e-05 -0.0003875858619552785 0.0010999038131928585 0.00018539271111080421 0.00079971304292482046 -3.5403666320072848e-05 -0.00052938073144506487 0.00031883087079859413 -0.00029221668134775017 0.00062122460027850613 0.00043572600292928984 -0.00030312947645180289 4.9727411960899415e-05 -0.0004893041614310457 0.00087596843862342683 -0.00052162486554965175 -0.00056929883794866291 0.00049751947031754379 -0.00062665304851280404 -0.00029482467666218972 0
leaf_weight=91 2033 51 56 247 49 47 47 82 51 107 71 168 172 58 47 51 49 79 46 53 84
leaf_count=91 2033 51 56 247 49 47 47 82 51 107 71 168 172 58 47 51 49 79 46 53 84
internal_value=0 3.21702e-05 4.49755e-05 0.000180974 1.67569e-05 0.000382327 -0.000148162 -4.63359e-05 7.83643e-05 3.23529e-06 0.000107825 -8.02116e-05 0.000271838 -2.17222e-05 -8.29027e-06 -0.000206959 -8.64833e-05 7.82649e-05 0 9.78255e-05 0.000241198
internal_weight=0 3548 3317 565 2752 96 231 184 133 2656 518 239 279 2138 2080 191 140 509 346 300 163
internal_count=3739 3548 3317 565 2752 96 231 184 133 2656 518 239 279 2138 2080 191 140 509 346 300 163
is_linear=0
shrinkage=0.0995203


Tree=8327
num_leaves=21
num_cat=0
split_feature=17 18 18 18 17 2 19 2 26 1 8 2 2 17 4 11 4 4 2 2
split_gain=0.00085127 0.000810567 0.0138473 0.00117951 0.0010398 0.000994354 0.00147041 0.00119911 0.00207573 0.00118757 0.000831012 0.00080485 0.000723925 0.00165599 0.000711276 0.000640903 0.000652982 0.00086877 0.000853028 0.000623589
threshold=-0.54604999999999992 0.089020000000000016 0.087505000000000013 0.094215000000000021 -0.040589999999999994 -0.057419999999999999 0.12477000000000003 -0.077544999999999989 0.10264000000000002 -0.049499999999999995 -0.088304999999999995 -0.080069999999999988 -0.084924999999999987 -0.56137499999999996 0.15028500000000003 0.083750000000000033 0.084755000000000025 0.090805000000000011 0.08814000000000001 -0.085944999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 14 4 -3 7 9 11 -9 -7 -6 19 13 -1 15 16 18 -18 -2 -5
right_child=1 3 -4 5 10 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.00035504559579439669 4.2098110508245508e-05 -0.00053772574562331772 0.001766988300304869 0.00012610846599210099 -0.00034711271151576233 0 -0.00026087580119529759 5.9410296265422712e-05 -0.00071370179358342604 0.00057703099757235065 0.00024494485132113081 0.00027835817027288458 -0.00045426649333871259 0.00037640864978370634 -0.0003344685674580707 0.00039041556096012337 -0.00035706363250222472 -1.4121703947719507e-05 0.00044159285367377195 -0.00023905266708787896
leaf_weight=72 1941 85 46 78 47 56 51 66 68 90 46 91 66 53 53 49 86 532 55 108
leaf_count=72 1941 85 46 78 47 56 51 66 68 90 46 91 66 53 53 49 86 532 55 108
internal_value=0 2.89459e-05 5.44768e-05 -5.97279e-05 -0.000285132 4.91581e-06 0.000190007 -8.18103e-05 -0.000326806 0.000353115 -4.54646e-05 3.37522e-05 -0.000186362 -3.836e-05 2.51711e-05 3.26362e-05 2.56164e-05 -6.31697e-05 5.35164e-05 -8.15194e-05
internal_weight=0 3548 2762 786 178 608 197 411 134 146 93 277 191 125 2716 2663 2614 618 1996 186
internal_count=3739 3548 2762 786 178 608 197 411 134 146 93 277 191 125 2716 2663 2614 618 1996 186
is_linear=0
shrinkage=0.0995203


Tree=8328
num_leaves=20
num_cat=0
split_feature=1 1 9 4 10 10 20 20 8 7 2 6 6 3 8 6 9 6 8
split_gain=0.00356142 0.0302692 0.00325281 0.00422518 0.00242307 0.00286547 0.0017794 0.00793473 0.00161487 0.00159522 0.00134499 0.00122509 0.0036521 0.00114345 0.00255332 0.00110876 0.00146925 0.00125385 0.000645693
threshold=0.063010000000000024 0.070450000000000026 0.11408000000000003 0.14754500000000006 0.090150000000000022 0.085875000000000021 -0.083970000000000003 -0.085349999999999995 0.10649000000000002 1.0000000180025095e-35 0.13398000000000002 0.091615000000000016 0.09278500000000002 0.10920500000000002 -0.086304999999999993 0.085120000000000015 0.083925000000000013 0.082725000000000021 -0.083294999999999994
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 6 7 13 9 10 -3 15 -13 14 -1 17 -17 -8 -14
right_child=1 2 -4 -5 -6 -7 11 -9 -10 -11 -12 12 18 -15 -16 16 -18 -19 -20
leaf_value=-0.00043716406446768854 -0.0026593637475419204 1.6730136488436297e-05 -0.00064245757792392197 0.00093898933907508061 -0.00067914305866591067 0.0007661175906586874 -1.7704106177266451e-05 0.0013557825167445638 -0.00060812940508454859 0.00049887125069221277 -0.00045672451355245489 0.00093570018423148719 -0.00016238164326243777 -0.00031536828677950846 0.000287928737492436 0.0002754870512075923 -0.00021545290871142122 0.0003837823257312408 0.00010238518755771657
leaf_weight=60 47 376 80 47 47 53 1256 53 46 58 70 50 115 68 232 67 516 82 418
leaf_count=60 47 376 80 47 47 53 1256 53 46 58 70 50 115 68 232 67 516 82 418
internal_value=0 -0.000216815 -4.60341e-05 3.25174e-05 2.88669e-05 4.03468e-05 2.68793e-05 0.000218311 -4.34564e-05 6.45704e-06 -5.57434e-05 -4.36774e-06 0.000121626 4.85758e-05 0.000136134 -4.30316e-05 -0.000157629 6.28938e-06 4.37232e-05
internal_weight=0 724 677 597 3017 2970 2917 413 550 504 446 2504 583 360 292 1921 583 1338 533
internal_count=3741 724 677 597 3017 2970 2917 413 550 504 446 2504 583 360 292 1921 583 1338 533
is_linear=0
shrinkage=0.0995203


Tree=8329
num_leaves=17
num_cat=0
split_feature=5 17 9 26 0 2 10 20 20 6 0 26 11 21 1 9
split_gain=0.00429518 0.0228293 0.00224725 0.00440337 0.00191416 0.0019438 0.00226663 0.00166049 0.00635392 0.00105835 0.00191649 0.00133863 0.000964957 0.00081187 0.00103586 0.00069207
threshold=-0.09583499999999999 -0.008069999999999999 0.11408000000000003 0.12236500000000003 -0.23032 -0.241895 0.085585000000000022 -0.083970000000000003 -0.085204999999999989 0.091615000000000016 -0.082224999999999993 0.097125000000000031 -0.084384999999999988 0.10900500000000002 1.0000000180025095e-35 0.083955000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 -2 -6 7 8 15 11 -11 -9 -3 14 -14 -7
right_child=4 2 -4 -5 5 6 -8 9 -10 10 -12 -13 13 -15 -16 -17
leaf_value=-0.0017905353881695904 0.00058553897928963758 -0.00044565541367222971 -0.00056048447367506833 0.00092945674557706683 0.00060546291704879603 0.0002364579691657311 -0.00054919315718953983 -1.5121514200635923e-06 0.0013086951404908391 0.00051012036398572467 2.9887032662716675e-05 -0.00025018805375824914 -0.00026208459042304812 -0.00030934075228511698 9.2491212941649847e-05 -4.9057045440857303e-05
leaf_weight=82 63 58 76 48 57 144 68 1483 47 102 450 252 100 83 434 194
leaf_count=82 63 58 76 48 57 144 68 1483 47 102 450 252 100 83 434 194
internal_value=0 -0.000208893 -4.55471e-05 7.44966e-06 4.23451e-05 2.98175e-05 1.75436e-05 3.22729e-05 0.000223485 0 0.000120109 -3.81029e-05 -5.69026e-05 -1.90317e-05 2.45582e-05 7.01605e-05
internal_weight=0 881 799 723 2860 2797 2740 2672 385 2287 552 1735 675 617 534 338
internal_count=3741 881 799 723 2860 2797 2740 2672 385 2287 552 1735 675 617 534 338
is_linear=0
shrinkage=0.0995203


Tree=8330
num_leaves=22
num_cat=0
split_feature=5 5 2 10 3 2 2 2 3 21 3 18 26 2 3 3 26 26 20 26 17
split_gain=0.00366665 0.0272397 0.00152178 0.00177397 0.00126789 0.00120509 0.0121451 0.00458114 0.001264 0.00107192 0.000926123 0.000838949 0.00204401 0.00139205 0.000641812 0.00116908 0.000810106 0.000625245 0.000561081 0.000549683 0.000768082
threshold=-0.11930499999999999 -0.14035499999999998 -0.241895 0.085585000000000022 0.15361500000000003 -0.085804999999999992 -0.086440000000000003 -0.085374999999999993 0.092200000000000018 0.09339500000000002 0.090135000000000021 0.086285000000000014 0.099855000000000013 -0.080069999999999988 0.10502000000000002 0.094970000000000013 0.089795000000000028 -0.078844999999999985 -0.06470999999999999 0.087675000000000017 0.048565000000000011
decision_type=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 14 6 8 -7 10 -10 -4 12 -9 -13 15 19 17 -16 -19 20 -1
right_child=2 -3 3 -5 -6 7 -8 11 9 -11 -12 13 -14 -15 16 -17 -18 18 -20 -21 -22
leaf_value=5.1444168487682252e-05 0.00054520713400758977 -0.0025302229681464063 -4.2302368991710209e-05 -0.00046908861149696064 -0.00046984543949542534 -0.00097059877006168459 0.0012583699848062201 2.006166553814884e-05 0.00043745917951814705 -9.52067516796093e-05 -0.00051844202479472924 -0.00028299806963281689 0.00037643505765160289 2.4419504123178743e-05 -0.00011628178554567218 -0.00048092201212272031 -0.0002074674270524853 -5.0747540385117667e-06 0.00036880592032658847 0.00024297637694676148 -0.00031978032136240016
leaf_weight=138 57 47 389 70 67 47 86 1242 98 57 46 207 184 481 52 67 68 50 137 62 89
leaf_count=138 57 47 389 70 67 47 86 1242 98 57 46 207 184 481 52 67 68 50 137 62 89
internal_value=0 -0.000207537 3.52597e-05 2.49791e-05 -5.68727e-05 3.74583e-05 0.000153436 7.99462e-07 -6.23454e-06 0.000236294 -9.45347e-05 2.27836e-05 6.66194e-05 -6.6884e-05 -1.39047e-05 -0.000105898 9.01054e-05 0.000178196 0.00026446 -1.61224e-05 -9.04958e-05
internal_weight=0 777 2964 2907 730 2837 676 2161 590 155 435 2114 1426 688 663 356 307 239 187 289 227
internal_count=3741 777 2964 2907 730 2837 676 2161 590 155 435 2114 1426 688 663 356 307 239 187 289 227
is_linear=0
shrinkage=0.0995203


Tree=8331
num_leaves=21
num_cat=0
split_feature=5 5 9 7 17 17 21 21 9 1 0 9 3 9 5 6 6 6 2 0
split_gain=0.00308288 0.0255747 0.00254878 0.0045999 0.00137816 0.00320416 0.00161828 0.0114458 0.00105264 0.00202516 0.000887228 0.000799913 0.00796425 0.00114788 0.000666327 0.00113478 0.0012356 0.00110834 0.000864812 0.000549323
threshold=-0.12429 -0.14118999999999998 0.11408000000000003 0.081185000000000021 -0.56368999999999991 -0.55157999999999996 -0.012349999999999998 -0.021529999999999997 0.088710000000000025 -0.018369999999999997 -0.225295 0.091690000000000021 0.090360000000000024 0.090465000000000031 -0.47386999999999996 -0.049814999999999991 -0.03252 -0.12640499999999996 0.13896000000000006 -0.10287
decision_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 -2 -6 7 8 9 -7 -8 13 -13 -12 15 17 -17 -1 19 -16
right_child=4 -3 -4 -5 5 6 10 -9 -10 -11 11 12 -14 -15 18 16 -18 -19 -20 -21
leaf_value=-0.00014963505076640832 0.00042990472678645193 -0.0024412421413295806 -0.00060984686250319998 0.00096646915578649218 -0.00067548493617051097 0.00054895399977023039 0.0003500974740638593 0.0016126880214025821 -0.0003752058748726352 -0.00015581247915838584 -1.6932650367339346e-05 0.0012725115724109371 0 -0.00035070693491521908 -0.00021834485221693389 0.00046440871214397685 -0.00022110955913415801 -0.00069399912822931057 0.00041172137124606258 8.2489947511791862e-05
leaf_weight=137 84 47 71 47 64 63 74 51 64 110 1532 52 772 110 96 49 54 54 53 157
leaf_count=137 84 47 71 47 64 63 74 51 64 110 1532 52 772 110 96 49 54 54 53 157
internal_value=0 -0.000191871 -4.34873e-05 1.73982e-05 3.20417e-05 2.02024e-05 3.62359e-05 0.000259931 -2.7715e-05 9.61047e-05 1.05497e-05 2.85602e-08 8.03717e-05 -3.97912e-05 -5.55813e-05 -0.000163192 9.7063e-05 -0.000307825 4.51342e-05 -2.84251e-05
internal_weight=0 765 718 647 2976 2892 2828 288 237 173 2540 2466 824 1642 600 294 103 191 306 253
internal_count=3741 765 718 647 2976 2892 2828 288 237 173 2540 2466 824 1642 600 294 103 191 306 253
is_linear=0
shrinkage=0.0995203


Tree=8332
num_leaves=19
num_cat=0
split_feature=19 21 21 3 10 8 0 6 9 21 17 0 3 0 3 0 8 0
split_gain=0.0143701 0.00193185 0.00709407 0.0124489 0.00100318 0.00127626 0.00392138 0.0011778 0.00307798 0.000784221 0.000687392 0.000665943 0.00129708 0.00103185 0.00116766 0.000522545 0.000919183 0.000903567
threshold=0.14071500000000006 0.086690000000000017 0.089125000000000024 0.087625000000000022 0.09056500000000002 0.10068500000000002 -0.057604999999999996 0.11884000000000002 0.094085000000000016 0.085470000000000018 0.057560000000000014 -0.14680499999999999 0.10850000000000003 -0.10942499999999999 0.10377500000000002 -0.068604999999999985 -0.073439999999999991 -0.071799999999999989
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 7 -7 9 -9 10 -1 12 -4 14 -13 17 -17 -15
right_child=-2 2 11 -5 -6 6 -8 8 -10 -11 -12 13 -14 15 -16 16 -18 -19
leaf_value=-3.9969341152584729e-06 -0.0017350160391313145 -0.00025038186992396401 0.00014370186155207297 0.00170415850170454 0.00034390938583497334 0.00029268771226416971 -0.00092308655431981492 -0.00022293113683536422 0.00069187091457991476 -0.00038180042915223687 -0.00013932047900105918 0.00071972250271976014 -0.00048554120049123438 3.8504809423585113e-05 7.3054025991386393e-05 0.00016878044810432783 -0.00021623892112397362 0.00050044919022251041
leaf_weight=1686 47 58 61 71 68 46 59 69 75 67 482 48 66 452 73 90 184 47
leaf_count=1686 47 58 61 71 68 46 59 69 75 67 482 48 66 452 73 90 184 47
internal_value=0 1.61109e-05 0.000123353 0.000819027 -3.18946e-05 -4.25119e-05 -0.000382665 -2.71547e-05 0.000247843 -4.5239e-05 -3.44603e-05 3.46554e-05 -0.000176861 6.56187e-05 0.000336349 2.21814e-05 -8.6785e-05 8.36552e-05
internal_weight=0 3702 1150 129 2552 2484 105 2379 144 2235 2168 1021 127 894 121 773 274 499
internal_count=3749 3702 1150 129 2552 2484 105 2379 144 2235 2168 1021 127 894 121 773 274 499
is_linear=0
shrinkage=0.0995203


Tree=8333
num_leaves=16
num_cat=0
split_feature=17 26 21 21 17 7 10 10 5 22 29 4 5 6 10
split_gain=0.00516297 0.0109488 0.00156598 0.013497 0.00193796 0.0008716 0.000844165 0.0012632 0.00113883 0.000838583 0.000706399 0.000850849 0.00102753 0.000929768 0.000621732
threshold=0.51734000000000024 0.089005000000000015 0.088880000000000028 0.089785000000000018 0.51041000000000014 0.076760000000000023 0.09056500000000002 0.086165000000000019 0.11083500000000003 0.12953000000000006 -0.077709999999999987 0.10868000000000001 -0.092514999999999986 -0.083069999999999991 0.072470000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 7 8 -1 10 -5 12 -12 -13 -7
right_child=1 -3 3 9 -6 14 -8 -9 -10 -11 11 13 -14 -15 -16
leaf_value=-4.8577812675298434e-05 0.00013607308411873599 -0.0018113910052502463 0.0017497459545915441 -0.0002192401045056058 0.00058148591551473636 -0.00054636895078871261 0.0003718026124967049 -0.0005183904806556484 0.00015859125261622788 -0.0003098046076361976 0.00024612155081947914 4.0408661452182676e-05 -1.6440563841548804e-05 0.00067640133461341258 -8.9405592630725908e-05
leaf_weight=2021 69 48 48 78 51 55 52 52 301 63 201 48 538 49 75
leaf_count=2021 69 48 48 78 51 55 52 52 301 63 201 48 538 49 75
internal_value=0 -0.00065589 1.57206e-05 0.000120076 -2.49951e-05 -3.74166e-05 -2.35959e-05 -3.26016e-05 -2.137e-05 3.91726e-05 6.41225e-05 9.15399e-05 5.38658e-05 0.000370123 -0.000289033
internal_weight=0 117 3632 1025 2607 2556 2426 2374 2322 977 914 836 739 97 130
internal_count=3749 117 3632 1025 2607 2556 2426 2374 2322 977 914 836 739 97 130
is_linear=0
shrinkage=0.0995203


Tree=8334
num_leaves=17
num_cat=0
split_feature=19 21 21 17 26 10 9 9 5 9 20 20 4 5 5 20
split_gain=0.0114048 0.00140186 0.0121739 0.000739415 0.00262223 0.000724194 0.00084065 0.00271233 0.00263239 0.00174319 0.000644502 0.00196567 0.0015154 0.000937614 0.000919469 0.000870595
threshold=0.14071500000000006 0.08846500000000003 0.089505000000000015 0.50644500000000015 0.095385000000000011 0.09056500000000002 0.11351500000000002 0.10646500000000002 -0.338115 0.09697500000000002 -0.083495 -0.095634999999999998 0.10845500000000002 0.51659500000000014 0.51100000000000012 -0.058504999999999995
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 6 7 9 -8 -1 11 12 -4 14 15 -12
right_child=-2 2 10 4 -6 -7 8 -9 -10 -11 13 -13 -14 -15 -16 -17
leaf_value=-2.7002738839725254e-05 -0.0015451869299158288 0.0015400497403852507 0.00032330290357227129 -0.00020302442085705474 0.00070477164258628982 0.00028548334360465824 -0.00087712017750573397 0.00069325348201924148 4.8537628059379264e-05 -0.0004340245449977007 0.00019742346885246104 -0.00061686931102622401 -0.00036007075873527403 0.00047723853517845982 -0.00037729523894384066 -2.3982360132266807e-05
leaf_weight=2164 47 56 88 67 58 67 48 50 79 110 307 58 50 53 48 399
leaf_count=2164 47 56 88 67 58 67 48 50 79 110 307 58 50 53 48 399
internal_value=0 1.48397e-05 0.000111725 -2.36705e-05 0.000211644 -3.56772e-05 -4.47904e-05 -3.07719e-05 -0.000294872 -4.70516e-05 3.11615e-05 -0.000129241 6.97716e-05 7.11337e-05 4.15021e-05 7.11352e-05
internal_weight=0 3702 1059 2643 125 2518 2451 2324 127 2274 1003 196 138 807 754 706
internal_count=3749 3702 1059 2643 125 2518 2451 2324 127 2274 1003 196 138 807 754 706
is_linear=0
shrinkage=0.0995203


Tree=8335
num_leaves=25
num_cat=0
split_feature=17 26 1 1 3 17 5 24 21 17 1 1 3 26 1 9 2 26 1 9 3 8 26 26
split_gain=0.00409375 0.00907476 0.00120214 0.00526861 0.0157142 0.00125253 0.00123889 0.000672406 0.000797569 0.00141567 0.00104977 0.000645767 0.000989608 0.00261782 0.00183555 0.00156442 0.00145714 0.000883745 0.00350349 0.000757046 0.0012569 0.000699899 0.000625963 0.000407497
threshold=0.51734000000000024 0.089005000000000015 0.039665000000000013 0.070450000000000026 0.092635000000000023 0.51041000000000014 -0.047864999999999998 -0.070004999999999998 0.12329000000000002 -0.031185000000000001 0.10924000000000002 -0.082489999999999994 0.089655000000000026 0.091195000000000012 -0.079844999999999985 0.083925000000000013 -0.078289999999999985 0.091195000000000012 -0.085739999999999997 0.098465000000000011 0.11089500000000001 -0.080724999999999991 0.056820000000000016 0.093835000000000016
decision_type=2 2 2 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 11 -6 -5 10 -10 -9 17 13 15 -14 -13 -16 19 21 20 -1 -19 -12 -8
right_child=1 -3 3 7 6 -7 23 8 9 -11 22 12 14 -15 16 -17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=1.3592845805337839e-06 0.00013646559951666112 -0.0016358525055802612 0.0021139686737713091 -0.00033234270482851696 -0.00033534665820784618 0.00041709162798437926 0.00047233898570098767 0.00050387724762022284 -0.00064886800179618498 9.7981350054405421e-05 9.6361377185469037e-05 -0.0003247801913573038 0.00059374169157157448 -0.00071213420466370255 -0.00019531108503272296 1.1268180781074958e-05 6.5375344473764241e-05 0.00020080695372411874 0.00089054698924212635 0.00036949227979104647 -0.00044264404728768778 -0.00021968367522419655 -0.00015621856112270544 4.9732059587875972e-05
leaf_weight=703 69 48 49 61 51 64 49 49 46 52 313 194 49 75 339 454 563 72 56 48 69 85 140 51
leaf_count=703 69 48 49 61 51 64 49 49 46 52 313 194 49 75 339 454 563 72 56 48 69 85 140 51
internal_value=0 -0.000583643 1.43937e-05 0.000117231 0.000564907 -1.72644e-05 5.68097e-05 -1.69844e-05 1.37127e-05 -0.000244227 6.56982e-05 -2.7836e-05 -6.61851e-05 -0.000153944 0 -8.80756e-05 -3.16913e-05 3.3517e-05 0.000214346 -1.24561e-05 -3.72646e-05 -2.1633e-05 1.64942e-05 0.000264996
internal_weight=0 117 3632 861 200 2771 151 661 600 98 502 2707 1674 723 951 648 902 1033 213 820 772 157 453 100
internal_count=3749 117 3632 861 200 2771 151 661 600 98 502 2707 1674 723 951 648 902 1033 213 820 772 157 453 100
is_linear=0
shrinkage=0.0995203


Tree=8336
num_leaves=17
num_cat=0
split_feature=19 27 27 2 2 17 1 1 17 18 2 17 5 11 4 17
split_gain=0.00746614 0.00543859 0.0151243 0.00182679 0.00224274 0.000861806 0.000941454 0.00185262 0.00117565 0.00299537 0.00111775 0.00111744 0.000924126 0.00085478 0.00237483 0.000370834
threshold=0.14071500000000006 0.089725000000000013 0.093560000000000018 -0.0097149999999999997 -0.065999999999999989 -0.5696199999999999 -0.047239999999999997 -0.053299999999999993 0.11180000000000002 -0.046804999999999992 0.096520000000000022 -0.012064999999999999 0.26676500000000009 -0.089004999999999987 0.13849500000000003 0.26760500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 -1 7 10 13 -10 12 -12 -7 -8 -15 -11
right_child=-2 2 3 -5 -6 6 8 -9 9 15 11 -13 -14 14 -16 -17
leaf_value=0.0003639778636599241 -0.0012681706668779382 0.0020420088028382122 -0.00021892035052048698 -0.00030387416523937609 0.00060633288428611385 -6.7306848163213663e-05 -0.000432779637097521 -0.00060057128204863298 0.00089985383671324485 -0.00011622775433355287 0.00039677007913824149 -0.00018655778838287616 -0.00037130462974878039 -3.2822353492355645e-05 0.00061232160433184236 0.00013559958229117342
leaf_weight=55 46 48 50 76 88 1314 48 67 50 81 96 47 109 1329 59 186
leaf_count=55 46 48 50 76 88 1314 48 67 50 81 96 47 109 1329 59 186
internal_value=0 7.45308e-06 0.000444713 8.26149e-05 0.000301396 -2.56023e-05 -3.21721e-05 -8.66303e-05 1.80912e-05 0.000191797 -6.4119e-05 0.000199322 -9.1168e-05 -1.96848e-05 -4.80928e-06 5.61365e-05
internal_weight=0 3703 262 214 138 3441 3386 1633 1753 317 1566 143 1423 1436 1388 267
internal_count=3749 3703 262 214 138 3441 3386 1633 1753 317 1566 143 1423 1436 1388 267
is_linear=0
shrinkage=0.0995203


Tree=8337
num_leaves=10
num_cat=0
split_feature=28 19 30 17 19 1 9 5 1
split_gain=0.0143847 0.00640296 0.00248564 0.000785706 0.000679247 0.000698457 0.000572335 0.000514986 0.000678257
threshold=0.083225000000000021 0.14023500000000003 0.12371500000000002 -0.5696199999999999 0.10135500000000001 -0.025874999999999999 0.085075000000000026 0.63223000000000018 -0.10241499999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 -7 8 -5
right_child=-2 -3 -4 4 5 6 -8 -9 -10
leaf_value=0.00033008587465305081 0.0014057464702001341 -0.0011765222120433978 0.0006917194293899634 8.0023325152276891e-05 -0.00016200928030133804 -6.3323037436812646e-05 0.00030094840898413334 -0.00032933554154212082 -5.9361920263884841e-05
leaf_weight=59 70 48 48 390 66 54 157 64 2793
leaf_count=59 70 48 48 390 66 54 157 64 2793
internal_value=0 -3.43367e-05 -1.90121e-05 -2.8762e-05 -3.50023e-05 0.000113717 0.000203843 -4.79416e-05 -4.20264e-05
internal_weight=0 3679 3631 3583 3524 277 211 3247 3183
internal_count=3749 3679 3631 3583 3524 277 211 3247 3183
is_linear=0
shrinkage=0.0995203


Tree=8338
num_leaves=15
num_cat=0
split_feature=28 17 6 30 3 9 1 3 17 3 2 3 2 18
split_gain=0.0116642 0.00382764 0.00886092 0.00202451 0.000697169 0.00210417 0.00187508 0.0044059 0.00181488 0.00158253 0.00156134 0.00136194 0.00102864 0.00113757
threshold=0.083225000000000021 0.51734000000000024 -0.031674999999999995 0.12371500000000002 0.093245000000000022 0.090465000000000031 -0.083284999999999984 0.089735000000000023 -0.56368999999999991 0.096775000000000014 -0.080165 0.097880000000000023 0.10003000000000002 -0.10303999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 12 -7 -8 -6 10 -10 -11 13 -1
right_child=-2 2 -4 -5 8 6 7 -9 9 11 -12 -13 -14 -15
leaf_value=-0.0003039866491953281 0.0012658463354709071 0.00015302133933190184 -0.0015632778775213029 0.00063623947224818005 0.00063794679404834131 -0.0007377859648732744 0.00037462685395892151 -0.00047547039095892509 -0.00017541548270588782 -0.00050405368595827908 0.00037865967363358852 -1.3004540557196914e-05 0.00040856253721438242 -2.3063723579473382e-06
leaf_weight=136 70 68 52 47 47 73 95 163 66 59 192 1180 55 1446
leaf_count=136 70 68 52 47 47 73 95 163 66 59 192 1180 55 1446
internal_value=0 -3.09195e-05 -0.000583887 -1.20449e-05 -2.09538e-05 -6.03635e-05 -0.000289337 -0.000159277 2.8748e-05 9.07469e-06 0.000233747 -3.70486e-05 -1.35652e-05 -2.87584e-05
internal_weight=0 3679 120 3559 3512 1968 331 258 1544 1497 258 1239 1637 1582
internal_count=3749 3679 120 3559 3512 1968 331 258 1544 1497 258 1239 1637 1582
is_linear=0
shrinkage=0.0995203


Tree=8339
num_leaves=11
num_cat=0
split_feature=28 19 30 1 17 17 17 19 17 8
split_gain=0.0094585 0.00506033 0.0016262 0.000632679 0.00192767 0.00238763 0.00118621 0.000606468 0.000543527 0.000483629
threshold=0.083225000000000021 0.14023500000000003 0.12371500000000002 -0.49367499999999997 -0.56005499999999986 -0.11741999999999998 -0.55380499999999999 0.10135500000000001 -0.47196999999999995 -0.083804999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 8 -8 -9
right_child=-2 -3 -4 6 5 -7 7 9 -10 -11
leaf_value=0.00059565347658882073 0.0011398689885019138 -0.0010432474907399797 0.00056056266512490721 -0.00051452337816782238 -0.00057770947550185657 0.00027269728510939092 0.00011254148719254066 0.00029300198738598464 -4.95619587064712e-05 9.9058345842476692e-06
leaf_weight=65 70 48 48 50 54 82 218 99 2848 167
leaf_count=65 70 48 48 50 54 82 218 99 2848 167
internal_value=0 -2.78646e-05 -1.42163e-05 -2.21448e-05 0.000148668 -5.8945e-05 -3.25387e-05 -2.50603e-05 -3.7769e-05 0.000118346
internal_weight=0 3679 3631 3583 201 136 3382 3332 3066 266
internal_count=3749 3679 3631 3583 201 136 3382 3332 3066 266
is_linear=0
shrinkage=0.0995203


Tree=8340
num_leaves=20
num_cat=0
split_feature=28 5 1 1 1 1 5 3 3 1 6 3 18 2 6 26 4 6 4
split_gain=0.00790051 0.00159311 0.00564765 0.000772813 0.00106641 0.000738402 0.00106043 0.000688078 0.00136061 0.00119426 0.001367 0.00128475 0.00204496 0.00111 0.00171151 0.00132485 0.000936228 0.000746867 0.000487413
threshold=0.083225000000000021 -0.091229999999999992 -0.081394999999999981 -0.076329999999999995 -0.0059699999999999996 1.0000000180025095e-35 -0.11065499999999999 0.11125500000000002 0.11308000000000003 0.007210000000000002 -0.085885000000000003 0.10871500000000002 0.22074500000000005 -0.07360499999999999 -0.03764 0.086835000000000009 0.11660000000000002 0.12638500000000005 0.087155000000000024
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 -6 -7 9 -9 11 -11 12 18 15 16 -10 -15 -16 -3
right_child=-2 7 3 4 5 6 -8 8 13 10 -12 -13 -14 14 17 -17 -18 -19 -20
leaf_value=0.00095732514274722515 0.0010720655870973003 -2.1384486302262576e-05 -0.00031816172370505603 0.00053730350445791916 -0.00029890871015238456 0.00011110604461163917 -0.00031013810261461321 0.00057312283247481339 -0.00060407109207210273 -0.000779238547772362 -3.4867574115845871e-05 -0.00051411659603390551 0.00050654546692530859 0.00067435946854388178 -0.0002205705152498157 2.2550904738383054e-05 7.713760426577143e-05 0.00023788572151199795 -0.00017280683278347452
leaf_weight=74 71 1752 52 47 56 681 64 50 52 47 56 54 70 67 108 87 48 51 243
leaf_count=74 71 1752 52 47 56 681 64 50 52 47 56 54 70 67 108 87 48 51 243
internal_value=0 1.17661e-05 0.000120953 5.12745e-05 7.4894e-05 4.67393e-05 7.38198e-05 -2.75371e-05 8.21575e-05 -5.07626e-05 -0.00038248 -3.42522e-05 -2.13073e-05 2.07363e-05 0.000138737 -0.00020598 0.000432203 -6.83699e-05 -4.02388e-05
internal_weight=0 3659 974 900 848 801 745 2685 463 2222 103 2119 2065 413 274 139 115 159 1995
internal_count=3730 3659 974 900 848 801 745 2685 463 2222 103 2119 2065 413 274 139 115 159 1995
is_linear=0
shrinkage=0.0995203


Tree=8341
num_leaves=16
num_cat=0
split_feature=28 19 5 5 1 5 3 5 4 4 18 4 4 4 0
split_gain=0.00640636 0.00130752 0.00139269 0.0067315 0.0015149 0.000956714 0.00109433 0.000951083 0.00068958 0.00133665 0.00109796 0.00175072 0.000905282 0.00114835 0.000624084
threshold=0.083225000000000021 0.14061500000000002 -0.092864999999999989 -0.096354999999999996 -0.064534999999999995 -0.14653999999999998 0.097255000000000022 -0.49053999999999998 0.10676500000000003 0.10386500000000003 -0.060544999999999995 0.11132500000000002 0.10098000000000003 0.094025000000000011 -0.040384999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6 9 12 -10 -12 13 -4 -13
right_child=-2 -3 8 -5 5 6 -8 -9 10 -11 11 14 -14 -15 -16
leaf_value=-0.00038795938966302147 0.00096537342074790727 0.00052666466864935023 -3.4666005743043495e-05 0.00098191938846569704 0.0001510724822311138 0.00056268688387225323 -1.6769033105313329e-05 -9.2913309670566557e-05 -0.00022194034568591211 -0.00058071294029685139 0.00078275430184061477 0.0002892876609602717 0.00036746336104512251 -0.00045104974243295412 -0.0001609577251643472
leaf_weight=79 71 48 2295 80 292 75 52 343 61 46 47 60 53 68 60
leaf_count=79 71 48 2295 80 292 75 52 343 61 46 47 60 53 68 60
internal_value=0 1.05506e-05 3.46335e-06 0.000109294 2.5312e-05 6.92321e-05 0.000318984 1.79926e-05 -3.24665e-05 -4.80446e-05 0.000132159 0.000266403 -3.75639e-05 -4.69947e-05 5.73431e-05
internal_weight=0 3659 3611 921 841 762 127 635 2690 2462 228 167 2416 2363 120
internal_count=3730 3659 3611 921 841 762 127 635 2690 2462 228 167 2416 2363 120
is_linear=0
shrinkage=0.0995203


Tree=8342
num_leaves=9
num_cat=0
split_feature=28 19 11 4 17 2 2 2
split_gain=0.00519481 0.00106038 0.000844335 0.000974887 0.000837167 0.000833948 0.00594316 0.001408
threshold=0.083225000000000021 0.14061500000000002 -0.23667999999999997 0.14154500000000006 -0.56655999999999984 -0.081734999999999988 -0.082275000000000001 0.10003000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -7
right_child=-2 -3 3 -5 5 7 -8 -9
leaf_value=0.00032919578972724232 0.00086929928382278865 0.00047425090167388254 -0.00033382853959554765 -0.00034308559200223507 1.2027397654032202e-05 -7.03181842026067e-05 0.00079325805553987459 0.00015772131812307561
leaf_weight=77 71 48 71 82 1363 1593 104 321
leaf_count=77 71 48 71 82 1363 1593 104 321
internal_value=0 9.45608e-06 3.05099e-06 -3.82353e-06 3.99828e-06 1.13347e-05 6.79692e-05 -3.16456e-05
internal_weight=0 3659 3611 3534 3452 3381 1467 1914
internal_count=3730 3659 3611 3534 3452 3381 1467 1914
is_linear=0
shrinkage=0.0995203


Tree=8343
num_leaves=16
num_cat=0
split_feature=28 5 5 19 5 5 20 20 20 9 1 1 6 18 18
split_gain=0.00423802 0.00110178 0.00758697 0.000854102 0.000778361 0.0012351 0.000695138 0.00300243 0.00108837 0.000635237 0.000866343 0.00262295 0.00149405 0.00084599 0.000520825
threshold=0.081965000000000024 -0.095169999999999991 -0.099349999999999994 0.14061500000000002 -0.11065499999999999 -0.14035499999999998 -0.062334999999999995 -0.044334999999999999 -0.080044999999999991 0.11741500000000002 0.056790000000000014 0.031740000000000011 -0.060679999999999998 -0.1394 0.022040000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 5 6 8 -8 -1 10 11 13 -12 -3 -11
right_child=-2 3 -4 -5 -6 -7 7 -9 -10 14 12 -13 -14 -15 -16
leaf_value=2.3305166516889363e-06 0.00075427299141274666 0.00018761769101875719 0.0012485663280094451 0.00040157288077400565 -0.00036625566025592649 0.00047652919672961497 0.00083805908082639413 0 -0.0004884029599351847 -3.6696163535385628e-05 -3.5817429665909811e-05 -0.00064755304377630066 0.00068622359598642928 -3.2799941715621907e-05 -0.00052041585951890298
leaf_weight=156 77 186 54 46 46 63 47 444 61 49 69 67 46 2272 47
leaf_count=156 77 186 54 46 46 63 47 444 61 49 69 67 46 2272 47
internal_value=0 7.86661e-06 0.000105712 -2.24729e-05 2.91723e-05 5.38264e-05 1.50567e-05 8.16481e-05 -0.000131845 -2.99016e-05 -2.04226e-05 -3.28755e-05 0.000245881 -1.57876e-05 -0.000282045
internal_weight=0 3653 871 2782 817 771 708 491 217 2736 2640 2525 115 2458 96
internal_count=3730 3653 871 2782 817 771 708 491 217 2736 2640 2525 115 2458 96
is_linear=0
shrinkage=0.0995203


Tree=8344
num_leaves=24
num_cat=0
split_feature=28 8 8 1 5 3 9 23 9 3 20 18 3 0 6 20 8 18 8 8 5 26 4
split_gain=0.00259499 0.00156652 0.00295227 0.0102807 0.00172599 0.00333156 0.00123097 0.00106881 0.00107925 0.00139092 0.0015383 0.00082635 0.00176945 0.00284441 0.00326334 0.00213607 0.00247012 0.00110197 0.000876415 0.0013262 0.000706616 0.000699531 0.00112623
threshold=0.10217500000000003 -0.083944999999999992 -0.082184999999999994 -0.085184999999999997 -0.0063549999999999995 0.089655000000000026 -0.46256000000000003 0.086085000000000023 -0.042790000000000002 0.097595000000000029 -1.0000000180025095e-35 -0.013734999999999999 0.087625000000000022 -0.084084999999999993 -0.03252 -0.085144999999999985 -0.086914999999999992 -0.010395 -0.085764999999999994 -0.08731499999999999 -0.025879999999999997 -0.2382 0.13255000000000003
decision_type=2 2 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 -5 -1 8 9 10 -4 12 15 14 -14 -8 -17 -13 19 -19 -20 -10 -23
right_child=-2 2 7 4 -6 -7 11 -9 21 -11 -12 17 13 -15 -16 16 -18 18 20 -21 -22 22 -24
leaf_value=0.00041381377016800312 -0.00072303932578524999 0.0016978718072033535 0.00044651477134149243 -0.00080465653997151645 0.00047833101030363357 0.00032917360864629465 0.00060516012537948532 0.00051865773148659878 0.00038056655197416276 -0.00048078041328256652 -0.0003135197330885958 0.00034504595104700703 -8.1255503760861131e-05 5.1490170869224765e-05 -0.001200488323146482 0.0001680741586769205 -0.00071646401482863668 -6.3747500083688514e-05 -5.5317830823325704e-05 0.00036950736867353179 -0.00062550640694191372 5.6850160954472514e-05 -0.0004351983394730241
leaf_weight=53 46 49 51 48 59 54 46 46 64 89 54 73 46 73 64 76 52 744 47 77 46 1757 47
leaf_count=53 46 49 51 48 59 54 46 46 64 89 54 73 46 73 64 76 52 744 47 77 46 1757 47
internal_value=0 2.85924e-05 7.89064e-05 0.00043518 4.57974e-05 -0.000196368 -5.43061e-05 4.30259e-05 3.20183e-05 -0.00019045 4.78435e-05 -7.33753e-05 -0.000203464 -0.000419728 -0.000739888 1.92809e-05 -0.000184874 -2.54924e-05 -5.59824e-05 -2.21162e-05 -0.000346149 5.55608e-05 4.35769e-05
internal_weight=0 3715 2318 210 161 102 1397 2108 2062 194 105 1344 357 183 110 174 128 987 914 821 93 1868 1804
internal_count=3761 3715 2318 210 161 102 1397 2108 2062 194 105 1344 357 183 110 174 128 987 914 821 93 1868 1804
is_linear=0
shrinkage=0.0995203


Tree=8345
num_leaves=18
num_cat=0
split_feature=28 6 3 17 2 8 9 9 3 30 8 2 8 6 6 0 21
split_gain=0.00210474 0.00132909 0.00940253 0.00170083 0.00111797 0.00120895 0.00106514 0.00182608 0.00180505 0.000975476 0.000834071 0.00247427 0.00170953 0.000693232 0.00116779 0.0014248 0.000799047
threshold=0.10217500000000003 0.088565000000000019 0.085505000000000012 0.51392000000000015 0.50951500000000005 -0.082014999999999991 0.083760000000000015 0.086375000000000021 0.087975000000000012 0.098380000000000009 -0.077604999999999993 -0.08569499999999998 -0.07594999999999999 0.087670000000000012 0.085845000000000019 -0.086254999999999984 0.090715000000000032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 6 5 13 -4 -8 -9 10 11 -7 -12 14 16 -16 -1
right_child=-2 2 3 -5 -6 9 7 8 -10 -11 12 -13 -14 -15 15 -17 -18
leaf_value=-0.00016317213374977653 -0.00065108232349053924 0.0012117548796864274 -0.00035832474843904412 0.00060815527992643 0.00043342660845182852 -0.00033101023010119213 0.00057651847701573544 -0.00042928441455321347 5.2919709222335942e-05 -0.00030892518688723262 -0.00055153039261705372 0.00047094053328377395 5.3933545788848639e-05 -0.00040470994856959229 0.0006262710123898749 -8.3154201346561193e-05 2.8545017784362021e-05
leaf_weight=735 46 73 73 49 55 51 58 87 660 74 48 141 1138 68 50 60 295
leaf_count=735 46 73 73 49 55 51 58 87 660 74 48 141 1138 68 50 60 295
internal_value=0 2.57908e-05 0.000123936 3.73886e-05 -1.0057e-05 -1.95345e-05 4.6025e-06 3.85309e-05 -2.14475e-06 4.12715e-05 6.06715e-05 0.000253659 2.87388e-05 -9.33003e-05 -7.40068e-05 0.00023187 -0.000107468
internal_weight=0 3715 1000 927 2715 2660 878 805 747 1452 1378 192 1186 1208 1140 110 1030
internal_count=3761 3715 1000 927 2715 2660 878 805 747 1452 1378 192 1186 1208 1140 110 1030
is_linear=0
shrinkage=0.0995203


Tree=8346
num_leaves=34
num_cat=0
split_feature=27 2 2 17 21 0 21 6 20 20 8 20 6 6 2 0 9 4 2 20 4 9 0 9 9 17 26 0 2 0 10 17 9
split_gain=0.00132764 0.00188837 0.00969372 0.00115111 0.00136173 0.00121817 0.00190138 0.00333903 0.00114763 0.00200256 0.00222238 0.0019321 0.00111789 0.00158398 0.00155333 0.00222626 0.00099857 0.000918578 0.00254369 0.00197186 0.000811615 0.000713124 0.000692121 0.0013016 0.00167918 0.000554881 0.000458132 0.00113314 0.00207458 0.00158336 0.000691442 0.000435239 0.000422126
threshold=1.0000000180025095e-35 -0.087804999999999994 -0.088764999999999997 -0.073689999999999992 0.089350000000000027 -0.15137999999999999 0.089665000000000022 -0.052844999999999996 -0.077394999999999992 -0.083495 -0.073029999999999984 0.0057800000000000013 0.089985000000000023 0.088845000000000021 -0.082704999999999987 -0.082339999999999983 0.11296000000000002 0.09939000000000002 0.097285000000000024 -0.0071449999999999994 0.10300500000000003 0.098875000000000018 -0.068604999999999985 0.083760000000000015 0.08758500000000001 -0.42168999999999995 -0.019129999999999998 -0.057604999999999996 -0.037414999999999997 -0.093765000000000001 0.082245000000000026 -0.072659999999999988 0.097510000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 6 7 -5 9 -6 -11 21 13 16 -14 -16 -7 18 19 -3 22 -10 23 -1 -25 -24 27 28 -2 -30 31 -28 -22
right_child=26 3 -4 5 8 12 -8 -9 11 10 -12 -13 14 -15 15 -17 -18 -19 -20 -21 32 -23 25 24 -26 -27 30 -29 29 -31 -32 -33 -34
leaf_value=-0.00040126833302200828 0.00056759103400074796 -0.00045433620769556903 0.0013365637573222375 0.0010356650324956794 -0.00028966143564535153 1.8789110393866641e-05 -0.00016920887328273452 2.2859177351956986e-05 -0.00058713284869011469 0.00087315292612074973 -4.1939856465583656e-06 0.0004107469219979221 0.00058384509340926073 -0.00045412505850732745 -0.00040035247628778257 0.00017173510509164628 -0.00038266867550865635 0.0001425242509309625 -0.00091968787096482661 1.5619915489963325e-05 0.00052964273128229056 -6.6420976529183841e-05 -0.00048265770948923689 0.00059291869294948903 3.6176686047648209e-06 -1.4624617889894866e-05 -0.00060468514608978511 -0.00044507929712157265 0.00018032241132979053 -0.00049335727123290217 4.4168226639266119e-05 -0.00021403392015743216 8.5354794758559145e-05
leaf_weight=48 56 142 66 61 46 1086 61 72 60 63 49 46 68 83 81 388 65 63 51 226 47 53 47 66 185 62 57 58 68 68 46 75 48
leaf_count=48 56 142 66 61 46 1086 61 72 60 63 49 46 68 83 81 388 65 63 51 226 47 53 47 66 185 62 57 58 68 68 46 75 48
internal_value=0 3.69373e-05 0.000202059 2.64897e-06 -9.77529e-05 4.38906e-05 0.000280926 0.000493534 6.04698e-05 0.000252161 0.000482005 -0.000124867 1.74628e-05 -3.41661e-05 0.000137628 7.11856e-05 -3.17105e-06 -0.000203511 -0.000257493 -0.000163497 5.15699e-05 -0.00035015 -7.47703e-06 6.86991e-05 0.000161835 -0.000223948 -0.000149074 -5.7989e-05 5.46809e-05 -0.000150498 -0.000272404 -0.000388926 0.000313778
internal_weight=0 3333 569 2764 799 1965 194 133 317 158 112 159 1771 1234 537 469 1151 482 419 368 503 113 408 299 251 109 428 250 192 136 178 132 95
internal_count=3761 3333 569 2764 799 1965 194 133 317 158 112 159 1771 1234 537 469 1151 482 419 368 503 113 408 299 251 109 428 250 192 136 178 132 95
is_linear=0
shrinkage=0.0995203


Tree=8347
num_leaves=20
num_cat=0
split_feature=28 8 8 2 17 18 2 19 19 8 21 21 18 1 1 10 1 2 1
split_gain=0.00159252 0.00109955 0.00249784 0.0109206 0.0025975 0.00136529 0.00100696 0.000832499 0.000793398 0.001055 0.00118879 0.0010189 0.000744155 0.00189911 0.000918937 0.00171268 0.00098785 0.000769359 0.000660761
threshold=0.10217500000000003 -0.083944999999999992 -0.082184999999999994 -0.08569499999999998 -0.016209999999999999 -0.013125 0.50951500000000005 0.13695500000000002 0.11375500000000002 -0.084394999999999984 -0.072824999999999987 -0.085914999999999991 -0.13579499999999997 -0.49367499999999997 -0.49056499999999997 0.083010000000000014 -0.083284999999999984 -0.095204999999999998 -0.090104999999999991
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 -3 -5 -6 8 12 9 10 11 -1 13 -4 15 -14 -16 -15 -12
right_child=-2 2 7 4 5 -7 -8 -9 -10 -11 18 -13 14 17 16 -17 -18 -19 -20
leaf_value=-2.0137964278716805e-05 -0.0005673463592056517 0.0017277685872755125 -0.00070131714800479659 0.00051951873394249766 -0.00065974218861456152 5.5011189685777392e-05 0.00035944791306658451 0.00038756415061125293 0.00027870494102555816 -0.0005384527665823071 -0.00020649681185800275 -0.00059258194359537459 1.1849782297435129e-05 0.00033675157651318944 -0.0001228943929051809 0.00077094481976818798 6.3744901936064942e-05 -0.0001078076189685551 3.1602158139897626e-06
leaf_weight=58 46 47 48 61 52 50 57 63 62 49 176 74 82 49 358 48 1281 179 921
leaf_count=58 46 47 48 61 52 50 57 63 62 49 176 74 82 49 358 48 1281 179 921
internal_value=0 2.14008e-05 6.35851e-05 0.000391231 8.25794e-07 -0.000301347 -4.80085e-05 3.05566e-05 -6.59516e-05 -8.33126e-05 -6.45001e-05 -0.000347255 1.9158e-05 -0.000132101 4.32203e-05 0.000298428 2.24786e-05 -8.67587e-06 -2.97304e-05
internal_weight=0 3715 2318 210 163 102 1397 2108 1340 1278 1229 132 2045 276 1769 130 1639 228 1097
internal_count=3761 3715 2318 210 163 102 1397 2108 1340 1278 1229 132 2045 276 1769 130 1639 228 1097
is_linear=0
shrinkage=0.0995203


Tree=8348
num_leaves=33
num_cat=0
split_feature=1 1 1 1 30 0 21 26 8 1 8 4 8 21 1 0 4 10 10 4 4 18 8 8 1 0 21 6 6 8 0 1
split_gain=0.00462643 0.0336244 0.00282176 0.0315976 0.00121675 0.00120126 0.00097317 0.00115239 0.000889195 0.00116918 0.000973136 0.000966438 0.000878049 0.000887375 0.00085108 0.00115418 0.000781528 0.000778347 0.000970237 0.000818982 0.00199672 0.000996684 0.000755386 0.00210131 0.00119571 0.001044 0.00150554 0.00103268 0.00069566 0.000519856 0.000519278 0.00037457
threshold=-0.10241499999999999 -0.139265 0.066150000000000028 0.081675000000000011 0.11290000000000001 -0.077174999999999994 0.11371500000000002 0.094305000000000014 -0.010374999999999999 0.15756500000000004 -0.080659999999999996 0.10404000000000002 0.0073150000000000012 0.11729000000000002 -0.091259999999999994 -0.081534999999999982 0.11284500000000003 0.086275000000000018 0.075585000000000027 0.099510000000000029 0.085065000000000016 0.086510000000000017 -0.069939999999999988 -0.065539999999999987 -0.049499999999999995 -0.072694999999999996 0.089350000000000027 0.095760000000000026 0.085955000000000018 0.093085000000000015 0.15238000000000004 0.22584000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 5 -4 8 12 22 -8 9 -5 -11 31 13 14 28 -16 -13 18 19 20 30 -21 25 -24 -25 27 -27 -7 -2 -14 -1 -10
right_child=2 -3 3 4 -6 6 7 -9 11 10 -12 16 29 -15 15 -17 -18 -19 -20 21 -22 -23 23 24 -26 26 -28 -29 -30 -31 -32 -33
leaf_value=-0.00020159896269863323 -6.247017505589391e-05 0.0023602506484722567 0.0025090054543627808 -0.00043678828681610447 -0.00045681761850349792 -2.488774279157972e-05 -0.00046209457905660098 0.00017580283608226028 0.00019246064366114645 -5.9277131073402737e-05 0.00031161457793849029 0.00073237767576434692 0.00038510005199910281 -0.00043048483171836 -6.9176451287778038e-05 0.00016325439435267155 0.00017914201904110777 0.00035907472058897464 -0.00030352265275593277 -0.00037981316794579112 0.00061920614059575007 0.00019910920658302976 0.00080762360586842763 -4.6400206703034134e-05 0.00043923989500320074 -0.00041363496844904884 0.00025409969964040673 0.00056627289321423808 -0.00059706319876590326 -2.6562074248308494e-05 0.00021401760768108584 -0.00020274036294394446
leaf_weight=76 54 72 55 58 48 55 58 52 48 239 98 49 71 64 1337 250 63 68 85 68 72 50 60 131 79 82 55 57 50 47 48 47
leaf_count=76 54 72 55 58 48 55 58 52 48 239 98 49 71 64 1337 250 63 68 85 68 72 50 60 131 79 82 55 57 50 47 48 47
internal_value=0 0.000358139 4.25245e-05 0.000218422 2.33434e-05 -6.71161e-06 0.0001119 -0.000153101 6.29885e-05 -2.26905e-05 4.61495e-05 0.000230437 -4.69816e-05 -6.50087e-05 -5.06922e-05 -3.20458e-05 0.000428492 4.77088e-05 -3.30441e-06 7.53578e-05 0.000201705 -0.00012757 0.000169644 0.000285478 0.000132395 4.07532e-05 -0.000139591 0.000268662 -0.000327358 0.000214195 -3.41133e-05 0
internal_weight=0 539 3207 705 650 2502 629 110 602 395 337 207 1873 1755 1691 1587 112 467 399 314 196 118 519 270 210 249 137 112 104 118 124 95
internal_count=3746 539 3207 705 650 2502 629 110 602 395 337 207 1873 1755 1691 1587 112 467 399 314 196 118 519 270 210 249 137 112 104 118 124 95
is_linear=0
shrinkage=0.0995203


Tree=8349
num_leaves=28
num_cat=0
split_feature=9 3 1 3 3 17 21 1 8 8 9 8 17 9 0 17 27 21 21 0 18 3 17 18 7 1 27
split_gain=0.00498698 0.0287663 0.00713813 0.0424834 0.00165211 0.00192785 0.00196944 0.00205115 0.00139883 0.00157441 0.00130935 0.00469111 0.00223619 0.00130365 0.00240273 0.00198004 0.00118607 0.000835652 0.0019017 0.000685876 0.00102411 0.000685256 0.000635714 0.000567159 0.00150716 0.00101593 0.000740881
threshold=0.087825000000000028 0.085505000000000012 0.066150000000000028 0.09940000000000003 0.093245000000000022 0.40057000000000009 0.094640000000000016 -0.083284999999999984 -0.010374999999999999 -0.069785 0.093705000000000024 -0.073999999999999996 -0.042709999999999991 0.095415000000000014 -0.076154999999999987 -0.54752499999999993 0.11129500000000002 -0.075024999999999994 -0.085204999999999989 0.047575000000000013 -0.034774999999999993 0.088535000000000016 -0.0088649999999999996 -0.10303999999999999 -0.075879999999999989 -0.029404999999999997 -0.032854999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 4 -4 5 6 7 -3 9 -5 11 12 -6 14 -12 -15 17 18 21 23 -21 -1 -22 25 -25 -19 -26
right_child=1 2 3 8 10 -7 -8 -9 -10 -11 13 -13 -14 15 -16 -17 -18 19 -20 20 22 -23 -24 24 26 -27 -28
leaf_value=-0.00025648391794156733 0.0019574720067458353 -0.00028029309433302613 0.0033301692176127473 3.9818764591751814e-05 -0.00051663312894762348 -0.0006366081422726613 -0.00056957137965316324 0.00017197700044354128 0.00037049998107833401 -0.00065507201290889339 0.00014750055963332461 0.0011264880905876612 0.00036011155020335855 0.00070655182811489798 -0.00081374975404532391 4.5222624624228698e-05 -0.00051512444302954778 -4.5818592077106107e-06 0.00065360015324339362 0.00055276574870680682 -0.00026113817841054676 0.00018818369199385639 0.00024276526087008631 0.00047286601143436984 0.00033329725028246194 -0.00060075591699310896 -6.9939468888602948e-05
leaf_weight=65 88 145 46 89 48 61 62 313 61 49 56 54 72 50 46 476 48 70 59 47 50 72 49 55 46 51 1418
leaf_count=65 88 145 46 89 48 61 62 313 61 49 56 54 72 50 46 476 48 70 59 47 50 72 49 55 46 51 1418
internal_value=0 0.000204329 0.000109061 0.000604295 2.07382e-05 -0.000106332 -4.25522e-05 2.70036e-05 -2.16931e-05 -0.000200986 0.000113813 0.000356092 2.59173e-06 4.53817e-05 -0.000277979 0.000109643 -2.58338e-05 -1.35712e-05 0.000180817 -3.53622e-05 0.00016999 -1.68146e-05 -3.46248e-06 -5.41428e-05 -3.69964e-05 -0.000262627 -5.67103e-05
internal_weight=0 1716 1628 245 1383 581 520 458 199 138 802 174 120 628 102 526 2030 1982 196 1786 146 137 99 1640 1519 121 1464
internal_count=3746 1716 1628 245 1383 581 520 458 199 138 802 174 120 628 102 526 2030 1982 196 1786 146 137 99 1640 1519 121 1464
is_linear=0
shrinkage=0.0995203


Tree=8350
num_leaves=34
num_cat=0
split_feature=1 1 5 17 8 1 20 5 0 3 20 20 21 5 3 5 8 1 8 1 8 8 2 3 18 5 2 17 8 0 5 5 18
split_gain=0.00370932 0.0276551 0.00215871 0.0345293 0.00132475 0.00141965 0.00221076 0.00192157 0.000876922 0.00155842 0.000873121 0.00289781 0.00179565 0.00588317 0.000814853 0.00221408 0.001392 0.000893286 0.00073943 0.00430455 0.00337437 0.00071569 0.000708112 0.00213653 0.00143564 0.00209565 0.00203476 0.00057858 0.000444039 0.00051965 0.000180159 0.000236963 7.90202e-05
threshold=-0.10241499999999999 -0.139265 -0.10894 -0.0044799999999999987 -0.014194999999999999 0.10924000000000002 -0.058504999999999995 -0.49053999999999998 -0.077174999999999994 0.12274500000000002 -0.085594999999999991 -0.083495 0.087235000000000021 -0.015214999999999999 0.11426500000000002 0.26473000000000008 -0.069939999999999988 -0.07002499999999999 -0.078504999999999991 -0.083284999999999984 -0.079704999999999998 -0.07106999999999998 0.096520000000000022 0.099655000000000021 -0.060544999999999995 0.18340500000000004 -0.23769999999999999 -0.24445500000000001 -0.080835000000000004 -0.10942499999999999 -0.06971999999999999 0.12043500000000003 -0.42248000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 3 -2 21 -6 -7 -8 10 14 12 -12 13 -4 15 17 -16 -10 20 -20 -13 28 24 -24 25 -1 -26 32 29 -5 -28 -32 -11
right_child=2 -3 8 4 5 6 7 -9 9 27 11 18 -14 -15 16 -17 -18 -19 19 -21 -22 -23 23 -25 26 -27 30 -29 -30 -31 31 -33 -34
leaf_value=0.00014151953106983174 0.0028199869651760546 0.0021289562013548659 0.0012157394482068683 4.3832208948433883e-05 0.00068429071761068696 -0.0004993238508922001 0.00065875239097001751 -5.6463609514568731e-05 3.8940453900180506e-05 -0.00022953743399616399 -0.00069562833827356097 -4.4267525419371051e-05 -0.00022364551955841148 -0.00016683440232887977 -2.398127275030891e-05 -0.00050064286797517961 0.00065673309114897471 0.00035774365930892131 -0.0010375864996474617 -3.9261257982450109e-05 0.00077744121963590595 -0.0003689473137006083 0.00073497001828853382 -6.4328670107562184e-05 0.00066220407578288561 -0.0006940301264117605 -0.0002264920525007298 5.2630828953501825e-05 0.00025444767134620246 -0.00019283974753974057 0.0001284667524997284 -0.00016643334443860178 -0.00047316758002808907
leaf_weight=51 46 72 50 180 48 49 68 78 207 46 72 1024 80 76 46 54 74 159 49 354 52 76 51 90 50 67 47 48 46 179 65 46 46
leaf_count=51 46 72 50 180 48 49 68 78 207 46 72 1024 80 76 46 54 74 159 49 354 52 76 51 90 50 67 47 48 46 179 65 46 46
internal_value=0 0.000313276 3.0665e-05 0.000176007 6.8889e-06 0.000197331 7.32661e-05 0.000271044 -1.49217e-05 8.05669e-05 -5.2344e-05 -7.825e-05 0.000138732 0.000375309 0.000158152 9.02552e-05 0.000388971 0.000179674 -4.76416e-05 -0.000162677 -3.79586e-06 -8.76202e-05 3.15894e-05 0.000218974 -4.69461e-05 -0.000325965 0.000107408 -0.000212844 -3.28066e-05 -7.18939e-05 -6.29793e-05 0 -0.000360251
internal_weight=0 539 3207 770 724 243 195 146 2437 680 1757 1551 206 126 540 420 120 366 1479 403 1076 481 467 141 326 118 208 140 405 359 158 111 92
internal_count=3746 539 3207 770 724 243 195 146 2437 680 1757 1551 206 126 540 420 120 366 1479 403 1076 481 467 141 326 118 208 140 405 359 158 111 92
is_linear=0
shrinkage=0.0995203


Tree=8351
num_leaves=22
num_cat=0
split_feature=9 9 26 26 9 20 9 20 20 26 27 5 21 21 9 5 4 18 18 29 2
split_gain=0.00409766 0.0145844 0.0342707 0.00540534 0.0115988 0.00148923 0.00279944 0.00261589 0.00114646 0.00112938 0.000879811 0.000855523 0.000643436 0.00155485 0.000634472 0.000634422 0.00223574 0.000602352 0.00211103 0.000880594 0.000560933
threshold=0.087825000000000028 0.08895500000000002 0.088055000000000022 -0.16205499999999998 0.10892000000000003 -0.083330000000000001 0.08938500000000002 -0.078725000000000003 -0.095634999999999998 0.090545000000000028 0.11129500000000002 -0.46834999999999999 -0.075024999999999994 -0.085204999999999989 0.08735500000000003 0.27139000000000008 0.087155000000000024 -0.10303999999999999 -0.14734 0.097705000000000028 -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
left_child=10 2 -2 4 -3 8 -7 -8 -5 -4 12 -9 13 20 15 17 -17 18 -14 -19 -1
right_child=1 3 9 5 -6 6 7 11 -10 -11 -12 -13 14 -15 -16 16 -18 19 -20 -21 -22
leaf_value=0.00019615401423927746 0.0025132620475434029 0.0019417837096182939 -0.00030329149533393426 0.00010889013212069868 -0.00016278437849047103 -0.00068116501399872716 -0.00051626034222273197 -0.00030348992807053047 0.00072935497954567784 0.00029814145061337553 -0.00045281357177327504 7.7726472671328355e-05 0.00015911935269461374 0.00057778014767836169 -0.00031437139021242067 0.00067125017168352555 -0.00026805884492364814 -1.0905911325894605e-05 -0.00076384595805598608 -0.00043260574627447518 -0.00020864522665907839
leaf_weight=59 84 46 79 90 58 60 85 61 47 50 48 1056 49 59 80 52 47 1460 47 51 78
leaf_count=59 84 46 79 90 58 60 85 61 47 50 48 1056 49 59 80 52 47 1460 47 51 78
internal_value=0 0.000177643 0.000948644 6.7835e-05 0.000760211 1.57794e-05 -1.74362e-05 1.5014e-05 0.000327726 -6.3832e-05 -3.09938e-05 5.61751e-05 -2.03652e-05 0.000149938 -3.9513e-05 -2.61441e-05 0.000217047 -4.16354e-05 -0.000284222 -2.56811e-05 -2.83402e-05
internal_weight=0 1716 213 1503 104 1399 1262 1202 137 129 2030 1117 1982 196 1786 1706 99 1607 96 1511 137
internal_count=3746 1716 213 1503 104 1399 1262 1202 137 129 2030 1117 1982 196 1786 1706 99 1607 96 1511 137
is_linear=0
shrinkage=0.0995203


Tree=8352
num_leaves=22
num_cat=0
split_feature=17 1 17 9 9 9 18 18 18 21 6 6 0 17 2 2 9 1 18 0 17
split_gain=0.00228074 0.0207621 0.00652325 0.0191896 0.0015901 0.00222345 0.00120487 0.00200059 0.00162997 0.000955674 0.00287258 0.000910689 0.00197302 0.00208664 0.0011699 0.00208618 0.00128947 0.000606755 0.000957461 0.00144225 0.0011338
threshold=-0.000475 0.066150000000000028 -0.0082649999999999998 0.084595000000000017 0.085465000000000027 0.087765000000000024 -0.092414999999999983 -0.080424999999999996 -0.069565000000000002 -0.084114999999999995 -0.0092549999999999993 0.10165000000000003 -0.082794999999999994 0.50644500000000015 -0.083589999999999984 -0.087444999999999995 0.091200000000000017 0.058455000000000014 -0.18513499999999999 -0.067839999999999998 -0.24445500000000001
decision_type=2 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 -2 -8 -9 10 -1 14 -13 -14 15 -10 -16 18 19 -11 -20
right_child=6 -3 3 4 5 -7 7 8 11 17 -12 12 13 -15 16 -17 -18 -19 20 -21 -22
leaf_value=-0.00028352620968762245 0.000357073831918797 0.0015763236739733061 0.0022890846426762892 -0.00042497248632002334 0.00074682181664365238 -0.00018467252556750142 -0.00058101122857000633 0.00038186371294602321 -0.00010510364503518648 -8.9636819797687072e-05 0.00073214436426852962 0.00019648047202920938 -0.00092167417721345543 -5.0338352098417803e-05 -9.0680788916666348e-05 -0.00083291199746392025 0.00015562670468450936 -0.00039972949254852441 -0.00022738639327992861 0.00055072115205709522 -2.5815417859508137e-05
leaf_weight=52 60 88 48 54 47 53 80 75 195 74 57 50 64 51 671 50 306 52 367 63 1170
leaf_count=52 60 88 48 54 47 53 80 75 195 74 57 50 64 51 671 50 306 52 367 63 1170
internal_value=0 7.9582e-05 1.45197e-05 0.000551594 4.72221e-06 0.000244944 -7.76102e-05 -9.50549e-05 -6.79036e-05 -4.41563e-05 0.000240094 -9.28144e-05 -0.000313518 -0.000542374 -6.23441e-05 -0.000256977 -1.26985e-05 -6.25815e-05 -5.16196e-05 0.000198859 -7.44785e-05
internal_weight=0 2125 2037 202 154 100 1602 1542 1462 1835 109 1387 165 115 1222 245 977 1726 1674 137 1537
internal_count=3727 2125 2037 202 154 100 1602 1542 1462 1835 109 1387 165 115 1222 245 977 1726 1674 137 1537
is_linear=0
shrinkage=0.0995203


Tree=8353
num_leaves=18
num_cat=0
split_feature=3 3 8 8 6 10 10 17 19 18 3 2 5 0 17 0 0
split_gain=0.00256686 0.0440741 0.00334406 0.0155158 0.00197447 0.00162499 0.00266611 0.00127087 0.00107437 0.000871306 0.00138424 0.00111296 0.000743255 0.00161393 0.000638999 0.000407041 0.000594621
threshold=0.092900000000000024 0.092510000000000023 -0.09602999999999999 -0.105475 0.10384500000000003 0.090150000000000022 0.086275000000000018 -0.53166999999999998 0.14071500000000006 -0.090254999999999988 0.084795000000000023 -0.089549999999999991 -0.54165499999999989 -0.23032 -0.55157999999999996 -0.11239999999999999 -0.095339999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 7 6 8 -4 12 10 -9 -11 -2 -14 -15 -1 -17
right_child=5 -3 4 -5 -6 -7 -8 9 -10 11 -12 -13 13 14 -16 16 -18
leaf_value=-0.0002583004762683224 0.00027408177148065233 0.0031331114969002198 0.00041671647477250628 0.001884405854389625 -0.00050247275832871299 -0.0006158345456468401 0.00065500871026068089 0.0005107380012505659 0.00038947262944352603 -0.000326105159057939 1.2387759876710131e-06 -2.8020823346279202e-05 -0.0006912661837810499 -0.00040285638043810723 -7.5356526283962673e-05 0.00028709445128655717 -0.00018551226912019158
leaf_weight=70 51 46 67 52 84 54 50 71 46 141 219 1117 46 63 1446 53 51
leaf_count=70 51 46 67 52 84 54 50 71 46 141 219 1117 46 63 1446 53 51
internal_value=0 8.86617e-05 1.54859e-05 0.000375418 -3.19102e-05 -7.67394e-05 -5.91544e-05 -6.92824e-06 -8.1265e-05 -2.57931e-05 0.000128801 -6.20817e-05 -9.52579e-05 -0.000107898 -8.9572e-05 -7.084e-05 4.7464e-05
internal_weight=0 1971 1925 226 1699 1756 1702 1615 1652 1548 290 1258 1606 1555 1509 174 104
internal_count=3727 1971 1925 226 1699 1756 1702 1615 1652 1548 290 1258 1606 1555 1509 174 104
is_linear=0
shrinkage=0.0995203


Tree=8354
num_leaves=28
num_cat=0
split_feature=8 8 26 26 20 1 8 1 17 10 5 8 8 1 5 8 3 20 21 20 26 3 18 4 4 17 8
split_gain=0.00229707 0.0335077 0.00173107 0.00565365 0.0221598 0.00200738 0.00110757 0.00120666 0.00129629 0.000954796 0.00216736 0.000804017 0.00111902 0.00226699 0.00105586 0.00167111 0.00164574 0.000845714 0.000793297 0.0017709 0.000590116 0.000662541 0.000557946 0.000533528 0.00106675 0.000408689 0.000426815
threshold=-0.083504999999999982 -0.083944999999999992 0.084735000000000019 0.082250000000000031 -0.0081349999999999981 -0.010395 -0.082014999999999991 -0.054974999999999996 -0.015464999999999998 0.090150000000000022 0.62931500000000018 -0.076554999999999998 -0.073644999999999988 -0.057259999999999998 -0.0031649999999999998 -0.079585000000000003 0.088185000000000027 -0.009049999999999999 -0.080634999999999998 -0.081864999999999993 0.086645000000000014 0.086465000000000028 0.10786500000000003 0.11860000000000002 0.14154500000000006 -0.10811499999999999 -0.093795000000000003
decision_type=2 2 2 2 2 2 2 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 5 -5 7 8 -2 10 11 14 13 -13 15 -8 -16 -14 -4 -20 21 -21 -22 25 -25 -1 -27
right_child=6 -3 18 4 -6 -7 9 -9 -10 -11 -12 12 17 -15 16 -17 -18 -19 19 20 22 -23 -24 24 -26 26 -28
leaf_value=7.8526306953274986e-05 -0.00013392566691173633 0.0025633879412591105 0.00027677723429346611 -0.00036971582837599232 0.0024641909934817437 0.00033858735560856284 1.976536876548825e-05 -6.6674384190969332e-06 -0.0008940011948704523 -0.00043483102670509549 0.000557789570136917 0.00012764021415407359 -0.00013576004512854531 -0.00078446305258652769 -0.00057014457070841647 0.00057887169276704252 8.5003557483620518e-05 1.7679543076032578e-05 -0.00059791100345690871 -3.7752450828335709e-05 -0.00015060971848555716 0.00038383676920591227 0.00014594927948757079 0.00031937974085018475 -0.00023759404237122986 -0.00034912617924661349 -5.0262442072366988e-05
leaf_weight=52 46 53 56 75 47 84 152 84 49 57 62 46 629 61 52 84 136 801 67 100 461 56 70 80 58 118 91
leaf_count=52 46 53 56 75 47 84 152 84 49 57 62 46 629 61 52 84 136 801 67 100 461 56 70 80 58 118 91
internal_value=0 0.000106551 1.39492e-05 0.000141808 0.000565678 0 -5.32976e-05 -0.000291419 -0.000534582 -3.24118e-05 -2.06686e-05 -3.93749e-05 -7.31255e-05 -0.000384693 8.10405e-05 0.000222238 -9.18533e-05 -4.924e-05 -8.05394e-05 -0.000108163 -5.92087e-05 0.00010834 -0.000109974 -7.49812e-05 7.93572e-05 -0.000159722 -0.000222916
internal_weight=0 1468 1415 605 206 159 2259 179 95 2080 2023 1961 1537 107 424 236 188 1430 810 754 687 156 531 399 138 261 209
internal_count=3727 1468 1415 605 206 159 2259 179 95 2080 2023 1961 1537 107 424 236 188 1430 810 754 687 156 531 399 138 261 209
is_linear=0
shrinkage=0.0995203


Tree=8355
num_leaves=16
num_cat=0
split_feature=5 17 9 29 9 17 10 17 10 20 20 3 6 2 6
split_gain=0.00230045 0.0601632 0.00108002 0.00558794 0.00121663 0.000786442 0.000850251 0.00130729 0.00082372 0.000618316 0.00126252 0.000908834 0.000576187 0.00151669 0.00080296
threshold=-0.099349999999999994 -0.008069999999999999 0.11408000000000003 0.093650000000000025 0.10341500000000002 -0.57205499999999987 0.090150000000000022 -0.55754499999999996 1.0000000180025095e-35 -0.070634999999999989 -0.044334999999999999 0.090765000000000026 0.10165000000000003 -0.070724999999999996 0.09840500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 -2 7 -7 12 11 -11 -3 14 -14 -9
right_child=5 2 -4 -5 -6 6 -8 8 -10 10 -12 -13 13 -15 -16
leaf_value=0.0030387372614651548 0.00034421259426520924 9.6503339658770654e-05 -0.00043885265800737064 0.00095338573061667887 -0.00060183209060926104 0.0004451937942155671 -0.00045798950674080552 -2.5287875711185766e-05 -0.00040977716878964432 0.00042001918613477241 -8.695589432007379e-05 -0.00037597034471703014 -0.0003506874967153348 5.5245405911885115e-05 0.00039401103647623018
leaf_weight=66 53 54 79 51 50 55 48 2251 60 56 364 135 186 173 46
leaf_count=66 53 54 79 51 50 55 48 2251 60 56 364 135 186 173 46
internal_value=0 0.000151958 -8.84841e-05 -4.83464e-05 -0.000127113 -3.39455e-05 -4.13457e-05 -3.3833e-05 -4.38349e-05 -8.67932e-05 -1.74101e-05 -0.000236647 -3.52599e-05 -0.000152791 -1.65345e-05
internal_weight=0 855 789 710 659 2872 2819 2771 2716 609 420 189 2656 359 2297
internal_count=3727 855 789 710 659 2872 2819 2771 2716 609 420 189 2656 359 2297
is_linear=0
shrinkage=0.0995203


Tree=8356
num_leaves=17
num_cat=0
split_feature=10 10 0 0 6 0 17 21 26 1 8 6 21 21 5 1
split_gain=0.00166039 0.00195719 0.00130466 0.00669076 0.0116851 0.00137568 0.00165696 0.00339639 0.00179315 0.00124558 0.00118291 0.00112292 0.000890153 0.00107487 0.000818136 0.000509816
threshold=0.09056500000000002 0.086165000000000019 -0.087394999999999987 -0.086304999999999993 0.087515000000000023 -0.085754999999999984 0.033280000000000011 -0.014264999999999998 0.10924500000000002 -0.047889999999999995 -0.091134999999999994 0.096575000000000022 0.12208500000000003 0.095970000000000014 -0.096354999999999996 -0.085574999999999998
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 -5 8 -8 -7 10 14 12 13 -11 -1 -16
right_child=-2 -3 3 5 -6 6 7 -9 -10 11 -12 -13 -14 -15 15 -17
leaf_value=-0.00049620437867162626 0.00040684614739230804 -0.00056515790892223993 -3.6209687095552592e-05 -0.0004639131883824856 0.0019321520438754594 -2.9467857580698984e-05 0.00086289737086245333 4.2323231768401544e-05 -0.00033838521525579222 -0.00013959001191875389 -0.00064465187766723424 0.00036049415150850783 -0.00046977570801549337 9.4572994346421623e-05 -0.00021346884989816161 0.00024481943235416101
leaf_weight=47 80 72 77 72 48 1333 56 491 218 696 80 55 61 265 49 47
leaf_count=47 80 72 77 72 48 1333 56 491 218 696 80 55 61 265 49 47
internal_value=0 -5.05341e-05 -3.99996e-05 4.78021e-06 0.000713093 -3.5644e-05 -2.05563e-05 0.000127827 -7.34154e-05 -0.000119683 -0.000334825 -7.43763e-05 -9.85804e-05 -7.41667e-05 -0.00015577 2.37411e-06
internal_weight=0 3667 3595 2295 125 2170 2098 547 1551 1300 223 1077 1022 961 143 96
internal_count=3747 3667 3595 2295 125 2170 2098 547 1551 1300 223 1077 1022 961 143 96
is_linear=0
shrinkage=0.0995203


Tree=8357
num_leaves=26
num_cat=0
split_feature=20 0 0 2 18 26 3 6 0 0 1 20 9 18 6 2 2 1 2 20 2 0 3 3 4
split_gain=0.0016349 0.00112681 0.0055632 0.0117279 0.00131855 0.00165533 0.00406002 0.00207408 0.00157175 0.00194279 0.00127518 0.000966362 0.000944357 0.00210026 0.00263002 0.000852618 0.00216708 0.00165797 0.000814405 0.000544372 0.00123072 0.00187842 0.000787498 0.00173725 0.00099474
threshold=-0.24910499999999999 -0.087394999999999987 -0.086304999999999993 -0.084154999999999994 0.10189500000000003 0.096980000000000025 0.089985000000000023 0.10538000000000002 -0.085754999999999984 -0.085144999999999985 -0.041999999999999996 -0.097019999999999995 0.08679000000000002 -0.015979999999999998 0.085760000000000017 -0.06454 -0.076524999999999996 -0.077429999999999985 -0.013944999999999999 -0.081324999999999995 -0.082234999999999989 -0.11170000000000001 0.12015500000000003 0.11404500000000002 0.12498500000000003
decision_type=2 2 2 2 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 5 8 -7 -8 -4 -10 12 -12 13 -2 -15 16 17 -6 -17 20 -13 -22 23 -21 -24
right_child=1 2 4 -5 15 6 7 -9 9 -11 11 19 -14 14 -16 18 -18 -19 -20 22 21 -23 24 -25 -26
leaf_value=0.00043535896569009544 4.7446598153377292e-05 0.0018232730825945799 -0.00052558997571522739 -0.00013547804434736413 0.00035175723529744105 -0.0011047119921198114 0 -0.00072781897237215662 0.00050559058565211815 -3.4847472586646893e-05 0.00024043981786291122 8.7501418517341335e-05 -3.7723791144819928e-05 -0.00029546898098727249 -0.0012849999807402483 -0.00028994501076585306 0.00079654434279903812 -0.00031804154784369345 0.00020256267515239164 -7.0444432280819083e-05 -4.7044055928491939e-05 -0.00089821429953625403 -0.00065963031728855472 0.00050707367409501465 -6.4623152480500131e-05
leaf_weight=71 53 50 61 75 86 50 231 47 69 1431 89 59 84 70 46 70 56 63 62 637 55 52 47 56 77
leaf_count=71 53 50 61 75 86 50 231 47 69 1431 89 59 84 70 46 70 56 63 62 637 55 52 47 56 77
internal_value=0 -4.58958e-05 -4.16973e-06 0.000641474 -4.07933e-05 -7.34295e-05 -0.000276975 -0.000125156 -3.01358e-05 -9.44156e-06 -0.000119314 -7.09021e-05 -0.000321208 -0.000457268 -0.000694927 0.000139714 0.00026742 6.30596e-05 -5.24139e-05 -9.99236e-05 -0.000265855 -0.000468348 -6.52071e-05 -2.2595e-05 -0.000296752
internal_weight=0 3676 2351 125 2226 1889 328 278 1561 1500 1325 1072 253 169 116 337 205 149 132 983 166 107 817 693 124
internal_count=3747 3676 2351 125 2226 1889 328 278 1561 1500 1325 1072 253 169 116 337 205 149 132 983 166 107 817 693 124
is_linear=0
shrinkage=0.0995203


Tree=8358
num_leaves=18
num_cat=0
split_feature=10 10 1 1 1 0 0 0 0 9 0 0 6 20 20 17 17
split_gain=0.0013639 0.00163219 0.00108794 0.0125367 0.00239996 0.00173699 0.00147893 0.00110031 0.000689045 0.000633327 0.00209019 0.00188409 0.00154901 0.000898811 0.00127904 0.000753316 0.000617902
threshold=0.09056500000000002 0.086165000000000019 -0.083684999999999996 -0.085014999999999993 -0.082344999999999988 -0.086474999999999996 -0.088329999999999992 -0.084534999999999985 -0.081195000000000003 0.096130000000000021 -0.057604999999999996 -0.069955000000000003 -0.050699999999999995 -0.085204999999999989 -0.09280999999999999 0.11012500000000003 -0.092124999999999999
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 -4 6 16 -7 -9 13 11 -11 -12 14 -6 -15 -1
right_child=-2 -3 4 -5 9 7 -8 8 -10 10 12 -13 -14 15 -16 -17 -18
leaf_value=0.00010598020796215756 0.00037245239077241188 -0.00051202925610185804 -0.00071632908882446095 0.0014044345387942143 -5.9974156552909009e-05 0.00049753795441130112 -0.00078244645466034074 -0.00021309253333036635 4.4489780388393562e-05 5.747303288065596e-06 -0.00076683015492612231 0.0004541104558364365 -1.554173914868294e-05 -0.00013949469558781504 0.00036105529006524064 1.797320326292286e-05 -0.00036918369033316149
leaf_weight=54 80 72 55 64 217 46 51 128 520 320 48 133 68 1360 105 375 51
leaf_count=54 80 72 55 64 217 46 51 128 520 320 48 133 68 1360 105 375 51
internal_value=0 -4.20917e-05 -3.24522e-05 6.08525e-05 -6.45667e-05 -3.93483e-05 -0.000339809 2.7011e-05 -5.12738e-06 -5.06042e-05 4.13928e-05 0.000139193 -0.000333477 -7.64501e-05 7.47758e-05 -0.000104988 -0.000117017
internal_weight=0 3667 3595 914 2681 850 156 694 648 2626 569 453 116 2057 322 1735 105
internal_count=3747 3667 3595 914 2681 850 156 694 648 2626 569 453 116 2057 322 1735 105
is_linear=0
shrinkage=0.0995203


Tree=8359
num_leaves=18
num_cat=0
split_feature=20 17 17 17 5 21 18 17 18 1 17 9 18 17 17 22 10
split_gain=0.00131145 0.00102038 0.0109051 0.0043354 0.00171035 0.00165717 0.00140753 0.00180552 0.00146978 0.00167861 0.00122252 0.00167683 0.00123284 0.00125997 0.00106364 0.000761243 0.000725702
threshold=-0.24910499999999999 -0.011174999999999999 -0.0092949999999999994 -0.014289999999999999 -0.13955999999999999 0.13557500000000003 0.11061000000000003 0.061900000000000018 0.11906500000000002 -0.06921999999999999 -0.0046399999999999992 0.084985000000000019 0.087810000000000013 -0.000475 0.043850000000000007 0.088845000000000021 0.086165000000000019
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 15 10 -8 -9 -10 11 -4 13 -12 -14 16 -6
right_child=1 2 6 -5 5 -7 7 8 9 -11 12 -13 14 -15 -16 -17 -18
leaf_value=0.00039291631854239433 -0.00064762037477268924 0.0014630926033165589 -0.00071455820138454826 -0.00087220026271001678 -1.9138808444495026e-05 -0.00045677910419537394 0.00060250153192002341 -0.00045302465399873923 0.00067921262652304222 -4.2865998644152124e-05 0.00039851833389127985 -1.8835825766652487e-05 -3.6427421055168984e-05 -2.4856791018668255e-05 -0.00054103021055452777 0.00029816753692563482 -0.00035546231918183897
leaf_weight=71 48 50 65 68 1449 91 74 48 46 98 74 78 90 1176 83 71 67
leaf_count=71 48 50 65 68 1449 91 74 48 46 98 74 78 90 1176 83 71 67
internal_value=0 -3.81e-05 1.27111e-05 -9.18598e-05 -6.06421e-05 -4.33634e-05 -2.64267e-05 0.000184452 1.9065e-05 0.000182113 -6.27692e-05 -0.000340798 -3.42543e-05 0 -0.000283252 -1.91419e-05 -3.45427e-05
internal_weight=0 3676 1882 1794 1726 1678 1832 266 192 144 1566 143 1423 1250 173 1587 1516
internal_count=3747 3676 1882 1794 1726 1678 1832 266 192 144 1566 143 1423 1250 173 1587 1516
is_linear=0
shrinkage=0.0995203


Tree=8360
num_leaves=30
num_cat=0
split_feature=1 1 3 1 1 2 1 5 2 29 0 5 0 21 8 3 3 3 3 36 5 2 26 26 5 0 8 2 0
split_gain=0.00505817 0.0123772 0.0304484 0.00293848 0.0105687 0.00108751 0.00107686 0.00089887 0.00171409 0.000798713 0.00129916 0.00590725 0.00214926 0.00176631 0.00127284 0.000804379 0.000788776 0.00201623 0.00125268 0.00112842 0.00107771 0.000880196 0.0007018 0.000940897 0.000608475 0.000587549 0.000499258 0.000498504 0.000481688
threshold=0.054560000000000004 0.067120000000000027 0.10057000000000002 -0.16272499999999998 -0.28064499999999998 -0.090919999999999987 0.10637500000000003 0.26245000000000007 0.096520000000000022 -0.077709999999999987 -0.071799999999999989 -0.067969999999999989 -0.073664999999999994 0.095970000000000014 -0.051259999999999993 0.098225000000000021 0.093835000000000016 0.014805000000000004 0.10377500000000002 0.088355000000000031 -0.50393499999999991 0.13896000000000006 0.092825000000000032 0.084355000000000027 -0.52786999999999995 -0.065939999999999985 -0.011315 -0.10165999999999999 -0.083514999999999992
decision_type=2 2 2 2 2 2 2 2 2 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 22 25 26 -9 15 12 -12 13 -11 -13 -7 17 19 -18 -8 24 -22 23 27 -20 -3 -1 28 -5
right_child=1 6 -4 5 -6 9 16 8 -10 10 11 14 -14 -15 -16 -17 18 -19 20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.000238999248903146 -0.0031207785582821881 -0.00064392075286062343 3.9913756485096308e-05 -0.00016155624192568604 0.0016481327062590205 9.152722615401051e-09 -0.00028041101627775816 -1.2921038113919792e-05 0.00065375567524692923 -7.2280630045315381e-06 0.0010408910590946306 0.00012770425466675936 -0.00059797137862820538 0.00030889143142516604 -0.00040663030644319103 -0.00050744401853155359 0.00047160062099723988 -0.00076092119917479007 -6.9967690528107543e-05 0.00035484749022211316 2.4121833719449952e-06 0.00046464550490341066 -0.00053414613156543269 0.00018078698448916513 -0.00049853975399127089 -0.00013048821677084867 9.744782004640405e-05 -2.3895677873449475e-05 -0.00059668641016558056
leaf_weight=84 48 46 80 65 50 65 59 87 65 1535 69 175 56 197 59 54 59 47 98 52 182 54 46 78 54 52 87 81 50
leaf_count=84 48 46 80 65 50 65 59 87 65 1535 69 175 56 197 59 54 59 47 98 52 182 54 46 78 54 52 87 81 50
internal_value=0 -0.000238397 -0.00113895 3.99689e-05 0.000300747 1.19857e-06 -7.32625e-05 8.9639e-05 0.000266785 2.63478e-05 4.09517e-05 0.000231612 8.18393e-06 2.82552e-05 -3.52278e-06 -0.000223385 -2.22488e-05 -0.000214275 4.3795e-05 9.81258e-06 -1.91482e-05 0.000111646 -0.00016993 -0.000105797 -0.000227609 -0.000379841 -6.30372e-05 -0.000224022 -0.000357862
internal_weight=0 831 128 2903 373 2530 703 323 152 2210 2091 303 1788 1732 234 119 605 158 447 111 388 236 320 274 152 98 171 196 115
internal_count=3734 831 128 2903 373 2530 703 323 152 2210 2091 303 1788 1732 234 119 605 158 447 111 388 236 320 274 152 98 171 196 115
is_linear=0
shrinkage=0.0995203


Tree=8361
num_leaves=25
num_cat=0
split_feature=5 17 9 1 1 5 5 8 4 1 18 1 1 6 9 17 2 5 21 4 9 4 8 5
split_gain=0.00456939 0.0196979 0.0232695 0.00261712 0.0100812 0.00107123 0.000952056 0.000942733 0.000770093 0.00110497 0.00192084 0.00174806 0.000531492 0.00106808 0.00127901 0.000692872 0.00160249 0.0011372 0.000447354 0.00131711 0.000443792 0.00364771 0.000693015 0.000263157
threshold=-0.093384999999999982 -0.010655 0.085765000000000022 -0.16272499999999998 -0.34140499999999996 -0.10894 -0.091229999999999992 0.18287500000000004 0.085065000000000016 -0.50290499999999982 -0.060544999999999995 -0.52333999999999992 -0.091259999999999994 0.08463500000000003 0.088825000000000029 -0.47196999999999995 -0.08126499999999999 0.51524500000000006 -0.070074999999999985 0.10533000000000002 0.11408000000000003 0.14727500000000002 0.085560000000000011 0.18340500000000004
decision_type=2 2 2 2 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 18 -5 12 23 11 -11 -10 13 -8 -15 16 -14 -17 19 -3 21 22 -20 -2
right_child=3 5 -4 6 -6 -7 7 -9 9 10 -12 -13 15 14 -16 17 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=-0.00011239292330683153 0 5.4195189362104134e-05 -0.0031748484856166641 0.00040246003947323983 0.0016394966165986435 -0.00038577576155790239 0.0001622797029218314 -0.00037903055329419375 0 -0.0004868366354796042 0.00037252513616297956 0.0008249676737446199 0.00049602747899477474 -0.00045491208181028763 0.00011946457734016384 2.1527487657858453e-05 -8.0357545237216301e-05 -0.00040844717333889401 9.3015985651547569e-06 -0.00060472518832762419 -0.00021101148736013805 0.00087962886893284281 -0.0003824465528745808 -0.00031012729983871798
leaf_weight=54 52 78 46 59 48 86 82 64 51 49 54 53 95 118 54 1794 92 63 478 47 73 48 49 47
leaf_count=54 52 78 46 59 48 86 82 64 51 49 54 53 95 118 54 1794 92 63 478 47 73 48 49 47
internal_value=0 -0.000207087 -0.00152931 4.48148e-05 0.000297624 -5.22083e-05 7.51071e-06 -2.00809e-06 8.44587e-05 0.000195307 -2.83497e-05 0.000424684 8.13588e-06 -0.000127104 -0.000269825 2.53421e-05 0.000208081 6.49946e-06 -1.40383e-05 -0.00018701 1.80648e-05 4.85713e-05 -2.55695e-05 -0.000139046
internal_weight=0 959 100 2775 354 859 2421 2362 306 207 103 104 2298 254 172 2044 187 1857 773 125 648 575 527 99
internal_count=3734 959 100 2775 354 859 2421 2362 306 207 103 104 2298 254 172 2044 187 1857 773 125 648 575 527 99
is_linear=0
shrinkage=0.0995203


Tree=8362
num_leaves=33
num_cat=0
split_feature=1 1 18 18 5 5 26 0 0 8 26 1 8 1 6 6 17 1 9 5 2 9 9 9 18 1 18 2 6 20 26 1
split_gain=0.00412928 0.0321648 0.00203617 0.0179098 0.00180967 0.0018738 0.00120559 0.00112387 0.00634557 0.00164379 0.00317481 0.0026505 0.00477903 0.00136755 0.00102348 0.00115457 0.000807016 0.000879631 0.000897193 0.0022937 0.00118979 0.000803103 0.00252764 0.00184273 0.00146532 0.00170352 0.00106974 0.00093622 0.000793844 0.000719485 0.0011916 0.0004971
threshold=0.064860000000000015 0.078505000000000019 -0.095799999999999982 -0.099739999999999995 0.2686150000000001 0.40431000000000011 0.097315000000000026 -0.071799999999999989 -0.068899999999999989 -0.070134999999999989 0.11991000000000003 -0.083284999999999984 -0.07594999999999999 -0.079844999999999985 0.004915000000000001 -0.013304999999999999 -0.031185000000000001 0.18123500000000006 0.11408000000000003 -0.41397 0.13896000000000006 0.093425000000000022 0.09143500000000003 0.090465000000000031 -0.060544999999999995 -0.42149500000000001 -0.0073899999999999999 -0.088385000000000005 0.10313000000000001 -0.07825 0.095385000000000011 -0.057259999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 -6 21 9 -9 11 -11 -8 -13 -10 15 -1 -3 -18 19 20 -19 22 23 27 -23 -26 -24 -4 -15 -7 -31 -27
right_child=1 16 6 -5 5 29 7 8 13 10 -12 12 -14 28 -16 -17 17 18 -20 -21 -22 24 26 -25 25 31 -28 -29 -30 30 -32 -33
leaf_value=-0.0001366851234379636 -0.0025223415736814227 -0.00042295681669638478 -0.00021488971416998509 0.0020451556429187064 0.00072871284220460875 -0.0002221446129797489 -0.00037217785060575707 0.0013453677413943319 0.00039081269858199112 -0.00089568340847664399 0.00012360249432728467 -7.2143112371037067e-05 0.0012739316437099853 -0.00049710295214856249 0.00010540333328644663 -0.00076876839918876773 0.00028231975325522675 -0.00018237141544241527 -0.00042174561242547276 0.00053901474731620673 0.00024489968574163516 -0.00058652848546018345 0.0007266811339705809 -0.0005328330233245088 0.00047043102474748205 -0.00048934771011228311 9.837423017873438e-05 8.8479391449170632e-06 5.6497359835145978e-05 0.00043302312282788305 -0.00019688063799346676 -7.8248889571825016e-05
leaf_weight=87 56 50 213 48 53 61 48 46 60 48 79 58 46 49 68 46 89 328 59 65 79 71 61 73 46 48 54 1382 49 78 46 90
leaf_count=87 56 50 213 48 53 61 48 46 60 48 79 58 46 49 68 46 89 328 59 65 79 71 61 73 46 48 54 1382 49 78 46 90
internal_value=0 -0.000230841 3.3506e-05 0.000219819 1.83724e-05 0.000205763 -2.16066e-06 0.000138861 0.000316494 6.04502e-06 -0.000255194 0.000229703 0.000515365 1.17664e-05 -0.000199441 -0.000361456 -3.80903e-05 -5.73234e-06 -5.55539e-05 -8.04557e-06 -9.74253e-05 -3.59841e-05 -1.18696e-05 -4.34296e-05 -0.000201386 -4.83221e-05 0.000438769 -2.05173e-05 -0.00021195 5.15201e-05 0.000192747 -0.000227172
internal_weight=0 726 3008 487 439 238 2521 483 204 279 127 152 104 158 201 133 670 620 531 472 407 2038 1783 1668 255 184 115 1595 98 185 124 138
internal_count=3734 726 3008 487 439 238 2521 483 204 279 127 152 104 158 201 133 670 620 531 472 407 2038 1783 1668 255 184 115 1595 98 185 124 138
is_linear=0
shrinkage=0.0995203


Tree=8363
num_leaves=21
num_cat=0
split_feature=0 0 8 26 0 9 9 9 0 9 9 3 17 9 18 17 1 4 17 0
split_gain=0.00341263 0.0225306 0.00197488 0.00530003 0.0110139 0.000655034 0.000556248 0.00153788 0.00108468 0.000826176 0.000702833 0.000827411 0.000514457 0.0015415 0.00122937 0.00115936 0.00138566 0.00127677 0.000852075 0.000560172
threshold=-0.087965000000000002 -0.088694999999999982 0.24614500000000003 -0.126245 -0.067839999999999998 0.11408000000000003 0.089645000000000016 0.09227500000000001 -0.1021 0.088510000000000019 0.087980000000000017 0.085845000000000019 -0.54752499999999993 0.084755000000000011 -0.10872 -0.11741999999999998 -0.50290499999999982 0.079225000000000018 -0.14813999999999997 -0.068899999999999989
decision_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 9 -8 -9 10 11 -1 13 -5 -15 17 -17 18 -14 -18
right_child=2 -3 -4 12 -6 -7 7 8 -10 -11 -12 -13 15 14 -16 16 19 -19 -20 -21
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leaf_weight=213 53 71 56 54 50 71 78 75 64 51 48 620 352 46 57 69 1162 90 74 380
leaf_count=213 53 71 56 54 50 71 78 75 64 51 48 620 352 46 57 69 1162 90 74 380
internal_value=0 -0.00014696 5.30035e-05 6.70133e-05 0.000765717 -4.59754e-05 -6.46675e-05 -0.000208824 -4.3918e-06 -3.02248e-05 -5.35783e-05 -3.11785e-05 3.51459e-05 0.00020961 0.000438034 2.18833e-05 6.37855e-05 -0.000107353 -3.33166e-05 4.36792e-05
internal_weight=0 1291 2443 2387 103 1220 1149 217 139 932 881 833 2284 157 103 2127 1611 516 426 1542
internal_count=3734 1291 2443 2387 103 1220 1149 217 139 932 881 833 2284 157 103 2127 1611 516 426 1542
is_linear=0
shrinkage=0.0995203


Tree=8364
num_leaves=15
num_cat=0
split_feature=10 20 2 2 17 17 2 23 17 5 8 27 3 21
split_gain=0.00251223 0.00181628 0.00205364 0.0146768 0.0020367 0.0154478 0.00104253 0.00107442 0.000789274 0.00143746 0.000755751 0.000773414 0.000732926 0.000723048
threshold=0.093790000000000026 0.27003000000000005 -0.086050000000000001 -0.086440000000000003 -0.14723999999999998 -0.16408999999999999 -0.08569499999999998 0.086650000000000019 -0.068169999999999994 -0.0071849999999999995 -0.49499500000000002 0.11588500000000003 0.10871500000000002 -0.013044999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 12 -4 10 9 -6 -8 -12 -1 -10
right_child=-2 -3 6 -5 8 -7 7 -9 13 -11 11 -13 -14 -15
leaf_value=-0.0001976457409169921 -0.00064577798914790003 0.00057101775388825624 -0.00049470461030890389 0.0016434254570607538 -0.00060308772036270252 0.0019030306874547405 -0.00031228703169394235 -0.00049690180050646592 -0.00023802020444368209 -1.4373810706522021e-05 -1.1336714466537756e-05 -0.00040362204542461201 0.00019967721630917995 7.5176915009048768e-05
leaf_weight=172 60 55 51 59 74 46 91 50 101 99 2506 51 61 261
leaf_count=172 60 55 51 59 74 46 91 50 101 99 2506 51 61 261
internal_value=0 3.27485e-06 -5.1203e-06 0.000127604 1.67286e-05 0.000235573 -4.75672e-05 -3.88116e-05 -9.58673e-05 -0.000270926 -2.98527e-05 -1.94811e-05 -9.01121e-05 -9.94543e-06
internal_weight=0 3677 3622 873 814 279 2749 2698 535 173 2648 2557 233 362
internal_count=3737 3677 3622 873 814 279 2749 2698 535 173 2648 2557 233 362
is_linear=0
shrinkage=0.0995203


Tree=8365
num_leaves=23
num_cat=0
split_feature=10 2 2 5 5 21 3 9 9 0 0 2 2 18 18 2 20 9 0 2 18 3
split_gain=0.00210191 0.00161669 0.0110709 0.00282263 0.0100539 0.00166747 0.00324389 0.00132415 0.00133979 0.00111483 0.00158689 0.00208136 0.00080712 0.000995285 0.00219921 0.00119903 0.00163277 0.00151605 0.000799515 0.000761046 0.00055986 0.000344839
threshold=0.090150000000000022 -0.086050000000000001 -0.086440000000000003 0.063170000000000018 0.13648000000000002 0.12980000000000003 0.12870500000000004 0.095415000000000014 0.08758500000000001 -0.085794999999999996 -0.084894999999999984 -0.087444999999999995 -0.08569499999999998 0.088735000000000022 0.091085000000000013 0.097285000000000024 -0.048779999999999997 0.11296000000000002 -0.050494999999999991 -0.089549999999999991 0.10085500000000001 0.091715000000000033
decision_type=2 2 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 12 -7 8 -6 19 -11 -12 -3 15 -15 17 -17 -14 -8 21 -16 -1
right_child=-2 5 -4 4 7 6 18 -9 -10 10 11 -13 13 14 20 16 -18 -19 -20 -21 -22 -23
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leaf_weight=120 83 51 60 48 54 48 54 66 100 59 172 53 1530 88 157 79 219 115 65 77 381 58
leaf_count=120 83 51 60 48 54 48 54 66 100 59 172 53 1530 88 157 79 219 115 65 77 381 58
internal_value=0 4.70217e-06 0.000123583 2.55807e-05 0.000290348 -3.19864e-05 0.000272139 1.89587e-06 -0.000154184 -0.000104547 -0.000240626 -0.000115787 -5.16839e-05 -4.35478e-05 -0.000152754 -7.94222e-06 -0.000191942 2.48925e-05 0 4.37969e-05 -7.55748e-05 -6.55129e-05
internal_weight=0 3654 867 807 268 2787 167 220 154 539 284 225 2620 2569 626 1943 298 1645 119 255 538 178
internal_count=3737 3654 867 807 268 2787 167 220 154 539 284 225 2620 2569 626 1943 298 1645 119 255 538 178
is_linear=0
shrinkage=0.0995203


Tree=8366
num_leaves=19
num_cat=0
split_feature=6 0 0 0 6 18 8 18 21 9 9 8 9 3 17 6 0 3
split_gain=0.00209561 0.00166094 0.0103554 0.00234827 0.00967301 0.00165692 0.00187186 0.00144618 0.00105938 0.000963406 0.00297236 0.00220666 0.000946219 0.00166906 0.000838847 0.000877061 0.000720476 0.000691338
threshold=0.23663500000000004 -0.081909999999999997 -0.082284999999999983 -0.084369999999999987 -0.0076549999999999995 -0.077844999999999998 -0.084044999999999995 0.19545000000000004 0.13042000000000004 0.11408000000000003 0.10892000000000003 0.049655000000000012 0.10341500000000002 0.09482500000000002 0.51392000000000015 0.11816500000000002 -0.085605000000000001 0.11769000000000002
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 -5 -6 -7 9 12 10 14 17 16 -14 15 -3 -1 -11
right_child=-2 7 -4 4 5 6 -8 -9 -10 11 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=-2.706993010832961e-05 -0.00064573279998762366 -8.5341404418021419e-05 0.0014504554859361887 0.0012860312957813534 -0.0005856992203460286 -0.00020688076441876648 0.0005478254388879254 0.00044402063882461896 0.00039868306081319415 -0.00034236519974996252 0.00070610978102332155 -0.00090403786153430083 -0.00011147702454217738 0.00067601697494842645 0.00030366869034950867 -0.00046344832598462421 -0.00025794704030787424 0.00018025914473757357
leaf_weight=1391 50 1318 52 72 47 78 55 52 59 47 48 46 54 50 51 65 150 52
leaf_count=1391 50 1318 52 72 47 78 55 52 59 47 48 46 54 50 51 65 150 52
internal_value=0 2.76221e-06 6.4055e-05 2.67791e-05 0.000310482 -7.51898e-05 9.90608e-05 -7.00533e-05 -1.46965e-05 -8.69866e-05 -6.23516e-05 -0.000333127 -3.00206e-05 0.000259255 -8.86451e-05 -0.000103704 -5.00746e-05 -5.95865e-05
internal_weight=0 3687 2008 1956 252 180 133 1679 1704 1627 1482 145 1645 104 1434 1383 1541 99
internal_count=3737 3687 2008 1956 252 180 133 1679 1704 1627 1482 145 1645 104 1434 1383 1541 99
is_linear=0
shrinkage=0.0995203


Tree=8367
num_leaves=16
num_cat=0
split_feature=10 2 2 2 2 3 20 4 18 10 11 27 17 2 19
split_gain=0.00174899 0.001312 0.0113071 0.00208256 0.00934147 0.00166086 0.0012254 0.00111574 0.00102031 0.000880694 0.000783293 0.000999223 0.000774933 0.00109648 0.000470374
threshold=0.091080000000000022 -0.086254999999999984 -0.086554999999999993 -0.088764999999999997 -0.087944999999999995 0.086015000000000022 0.15091500000000005 0.10739000000000003 -0.0047450000000000001 0.080380000000000021 -0.37506 0.11410500000000003 -0.55286000000000002 -0.08569499999999998 0.086450000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -6 10 8 9 -1 -3 12 -12 -14 -10
right_child=-2 6 -4 4 5 -7 -8 -9 14 -11 11 -13 13 -15 -16
leaf_value=-0.00014144703526566067 -0.00048757587215554323 0.00033736285166087682 0.0016304897312547746 0.0014245124795628414 0.00022026105971483653 -0.00042236295839206766 0.00036218148121205192 0.00038698905326988483 -2.3232761942103714e-05 -0.00056915041176866825 0.00034333060456592709 -0.00050366945429262976 -0.00044829052380721636 -3.5925468271750957e-05 0.0003261445515229528
leaf_weight=251 73 53 46 54 81 77 77 48 187 62 51 47 66 2517 47
leaf_count=251 73 53 46 54 81 77 77 48 187 62 51 47 66 2517 47
internal_value=0 4.26004e-06 0.000112561 2.50229e-05 0.000293599 -8.77353e-05 -2.83128e-05 -6.92954e-05 -0.000110832 -0.000228783 -3.96101e-05 -4.73677e-05 -3.89149e-05 -4.6779e-05 4.3443e-05
internal_weight=0 3664 853 807 212 158 2811 595 547 313 2734 2681 2634 2583 234
internal_count=3737 3664 853 807 212 158 2811 595 547 313 2734 2681 2634 2583 234
is_linear=0
shrinkage=0.0995203


Tree=8368
num_leaves=13
num_cat=0
split_feature=17 23 1 25 9 9 0 17 18 17 4 4
split_gain=0.000878482 0.00069198 0.00100236 0.000812097 0.00082425 0.00152932 0.0016669 0.00146733 0.00131843 0.000879141 0.000643293 0.001238
threshold=-0.5696199999999999 -0.022119999999999997 0.51136500000000018 0.082910000000000025 0.098720000000000016 0.10125500000000003 -0.068604999999999985 -0.55286000000000002 0.022040000000000008 -1.0000000180025095e-35 0.14154500000000006 0.13279000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 -6 9 -3 -8 -7 11 -9
right_child=1 3 -4 -5 5 6 8 10 -10 -11 -12 -13
leaf_value=-0.00037411035418731075 0.00055650381394449304 0.00048647909372828859 -3.0800734131511424e-05 -0.0003639921958116721 -0.00054849040332794873 -8.4492290447843379e-05 -2.6508001292802902e-05 -1.0687806429425746e-06 -0.00052766169883749592 0.00031485345025791968 -0.00031609813234346351 0.00047125079270759866
leaf_weight=66 52 63 59 65 73 93 123 2806 95 124 62 56
leaf_count=66 52 63 59 65 73 93 123 2806 95 124 62 56
internal_value=0 -7.29975e-06 0.000236958 -1.51456e-05 -8.42352e-06 -0.000125751 -5.29263e-05 1.12563e-05 -0.000248656 0.000139933 7.37249e-07 7.88695e-06
internal_weight=0 3671 111 3560 3495 508 435 2987 218 217 2924 2862
internal_count=3737 3671 111 3560 3495 508 435 2987 218 217 2924 2862
is_linear=0
shrinkage=0.0995203


Tree=8369
num_leaves=15
num_cat=0
split_feature=6 17 10 2 2 6 2 4 10 17 7 3 3 1
split_gain=0.000783223 0.00263221 0.000635206 0.000579414 0.00177572 0.00174807 0.000862745 0.000873625 0.00113502 0.00112233 0.000655321 0.000638456 0.00172682 0.00132042
threshold=0.14653500000000005 -0.088525000000000006 0.09056500000000002 -0.083974999999999994 -0.083204999999999987 0.086520000000000027 -0.084674999999999986 0.10606500000000003 0.082245000000000026 -0.015100000000000001 -0.073659999999999989 0.084795000000000023 0.085355000000000028 -0.080954999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 7 8 9 -1 -6 13 -13 -12
right_child=1 -3 -4 4 10 -7 -8 -9 -10 -11 11 12 -14 -15
leaf_value=-0.00013997197874939584 -0.00078185231610570767 9.4855089386121835e-05 0.00026663117521159228 1.7210354493742537e-05 -0.00029525665466107332 0.0008268778093191004 -0.00037240375909748782 -0.00040297900765124328 0.00036553054298315072 9.1411619486338566e-05 0.00046829016094229042 -0.00058243787413150285 3.9166761329027884e-06 -6.8201210840841493e-06
leaf_weight=538 55 85 84 58 73 52 87 63 70 334 88 51 1939 160
leaf_count=538 55 85 84 58 73 52 87 63 70 334 88 51 1939 160
internal_value=0 -0.000243718 -3.47186e-06 -1.01634e-05 1.67082e-05 0.000407404 -7.04882e-05 -4.35377e-05 -1.86296e-05 -5.04069e-05 -1.53411e-06 7.68087e-06 -1.06991e-05 0.000158467
internal_weight=0 140 3597 3513 2421 110 1092 1005 942 872 2311 2238 1990 248
internal_count=3737 140 3597 3513 2421 110 1092 1005 942 872 2311 2238 1990 248
is_linear=0
shrinkage=0.0995203


Tree=8370
num_leaves=13
num_cat=0
split_feature=6 20 28 10 26 8 3 8 7 8 8 26
split_gain=0.000631754 0.00214002 0.000574959 0.000861808 0.000677147 0.00097091 0.00186989 0.000553728 0.00102424 0.000993928 0.000889974 0.000603007
threshold=0.14653500000000005 -0.24910499999999999 0.083225000000000021 0.09056500000000002 0.12086000000000002 -0.012329999999999999 0.10038500000000002 -0.07106999999999998 -0.009689999999999999 -0.073644999999999988 -0.052214999999999998 0.099260000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 6 -6 9 -9 11 -10 -1
right_child=1 -3 -4 -5 5 -7 -8 8 10 -11 -12 -13
leaf_value=-1.0198792744308926e-05 0.00016101938277398605 -0.00061047709331756462 -0.00029198427644721848 0.0003360803899397806 0.00076983813271308001 -0.00011542890880692348 0 -0.00051798847613013059 -0.00023584774608092498 0.00039764858732720126 -7.0825953813928275e-06 0.00023919762534451024
leaf_weight=1926 70 70 67 75 56 69 69 49 209 65 911 101
leaf_count=1926 70 70 67 75 56 69 69 49 209 65 911 101
internal_value=0 -0.000218882 -3.08105e-06 2.17048e-06 -4.84099e-06 0.000175448 0.000342562 -1.58176e-05 -7.07982e-05 1.4514e-05 -5.05027e-05 1.82411e-06
internal_weight=0 140 3597 3530 3455 194 125 3261 1169 2092 1120 2027
internal_count=3737 140 3597 3530 3455 194 125 3261 1169 2092 1120 2027
is_linear=0
shrinkage=0.0995203


Tree=8371
num_leaves=20
num_cat=0
split_feature=23 1 6 0 5 5 6 4 4 3 4 3 5 8 4 4 4 4 4
split_gain=0.000608322 0.000817201 0.000706818 0.0018944 0.000656552 0.00114346 0.00140205 0.000893308 0.00324199 0.00191492 0.00186147 0.0017896 0.00123757 0.000939859 0.000712492 0.00234216 0.00187497 0.00107723 0.000632165
threshold=-0.022119999999999997 0.51136500000000018 0.14653500000000005 -0.040384999999999997 -0.14822499999999997 -0.10894 -0.091704999999999995 0.11660000000000002 0.10533000000000002 0.10502000000000002 0.12988000000000002 0.11165000000000001 -0.49053999999999998 -0.0092799999999999983 0.10054500000000002 0.10386500000000003 0.10676500000000003 0.094025000000000011 0.088720000000000021
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 7 6 -6 8 9 13 -9 -11 -12 -2 17 -16 -17 18 -7
right_child=2 -3 3 -5 5 14 -8 10 -10 11 12 -13 -14 -15 15 16 -18 -19 -20
leaf_value=0.00050713311831298517 -7.3246991078351097e-05 -2.1697008963962093e-05 3.3039635240926057e-05 -0.00072121488755534386 0.00060152298467613572 -1.7243447053746639e-05 -5.1228591897626762e-05 0.00057514149427540494 -0.00079248102945622982 0.00076345890633827543 0.00022014066637466784 -8.3943967370026442e-05 -0.00039767445772386314 -0.0005461851935736747 0.00074944777200192244 -0.00053654071071790603 0.00015209765421464054 -0.00042378505350349518 0.00033639306327063286
leaf_weight=52 138 59 88 51 70 2399 57 52 73 46 55 50 74 63 52 49 194 64 51
leaf_count=52 138 59 88 51 70 2399 57 52 73 46 55 50 74 63 52 49 194 64 51
internal_value=0 0.000218668 -1.75157e-05 -0.000237812 -8.49937e-06 9.95317e-06 0.00030211 -0.000108309 -0.000197525 -4.85335e-05 6.95425e-05 0.000313576 -0.000127919 -0.000225554 -2.96435e-06 0.000143009 9.86751e-06 -2.04189e-05 -9.54789e-06
internal_weight=0 111 3626 139 3487 2936 127 551 370 297 181 96 129 201 2809 295 243 2514 2450
internal_count=3737 111 3626 139 3487 2936 127 551 370 297 181 96 129 201 2809 295 243 2514 2450
is_linear=0
shrinkage=0.0995203


Tree=8372
num_leaves=20
num_cat=0
split_feature=1 1 1 17 4 4 1 1 18 1 5 1 1 17 1 1 8 1 1
split_gain=0.00297247 0.00953981 0.00813224 0.00158475 0.00165994 0.00227409 0.0015773 0.00119568 0.00108687 0.00112812 0.00637558 0.00498924 0.00173287 0.00116307 0.000905503 0.00178062 0.00465576 0.000852337 0.000341352
threshold=-0.15353499999999998 -0.16855499999999998 -0.12118 -0.56137499999999996 0.10300500000000003 0.087155000000000024 0.62916000000000016 -0.49056499999999997 -0.015069999999999998 -0.083284999999999984 -0.0096449999999999991 -0.078954999999999984 -0.067015000000000005 -0.012064999999999999 -0.090374999999999997 -0.083284999999999984 -0.085605000000000001 -0.078729999999999994 -0.50763499999999995
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 -1 5 18 8 -6 9 10 -4 -11 -13 -12 -10 16 -16 -17 -5
right_child=2 -3 6 4 7 -7 -8 -9 14 11 13 12 -14 -15 15 17 -18 -19 -20
leaf_value=-0.00056288057262248738 0.0011682020605948409 -0.0015724768931845881 -0.0011422697734681994 0.00018580033536450523 0.00060113700579614922 -0.00076750484185764524 -0.00057565275958579862 -2.7821120086683856e-05 -0.00032256993794661749 0.00091771282567936234 -0.00013196478170843264 -0.00053335705114280943 -4.1386291431948466e-05 0.00039796701784563864 -0.00012005004676691226 -0.0001596576870533412 0.00094676792996423631 4.6387381093345352e-05 -0.00012482610944806652
leaf_weight=62 58 50 63 63 59 50 50 56 67 52 192 78 854 52 87 229 74 1470 78
leaf_count=62 58 50 63 63 59 50 50 56 67 52 192 78 854 52 87 229 74 1470 78
internal_value=0 -0.000281476 0 -0.000103843 -8.16066e-06 -0.000190609 -2.06356e-05 0.000287743 -1.17575e-05 -8.26098e-05 -0.000249531 -2.96999e-05 -8.34382e-05 -1.56734e-05 3.52854e-05 4.8616e-05 0.000365204 1.81337e-05 8.15859e-06
internal_weight=0 418 3326 368 306 191 3268 115 3218 1291 307 984 932 244 1927 1860 161 1699 141
internal_count=3744 418 3326 368 306 191 3268 115 3218 1291 307 984 932 244 1927 1860 161 1699 141
is_linear=0
shrinkage=0.0995203


Tree=8373
num_leaves=17
num_cat=0
split_feature=28 2 2 17 6 2 2 20 4 3 4 17 17 20 1 20
split_gain=0.00483906 0.00340567 0.00849017 0.00224882 0.00156061 0.000855092 0.00167546 0.000736128 0.000712032 0.00105033 0.000727139 0.000649806 0.000970727 0.000569645 0.00233351 0.00168227
threshold=0.080375000000000016 -0.11700999999999999 -0.14264999999999997 -0.56137499999999996 -0.53620499999999993 -0.085944999999999994 -0.086554999999999993 0.15091500000000005 0.10300500000000003 0.11089500000000001 0.079225000000000018 -0.55286000000000002 -0.53015499999999993 -0.07825 -0.087484999999999993 -0.095634999999999998
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 13 11 10 -10 -5 -7 -13 15 -15 -6
right_child=-2 4 -4 8 5 7 -8 -9 9 -11 -12 12 -14 14 -16 -17
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leaf_weight=50 80 54 57 56 91 50 89 75 46 51 83 89 2465 201 106 101
leaf_count=50 80 54 57 56 91 50 89 75 46 51 83 89 2465 201 106 101
internal_value=0 -4.52589e-05 -0.000343916 -0.00011975 -1.41665e-05 -5.14251e-06 -0.000114016 1.84479e-05 5.26472e-06 0.000215497 -0.000135555 9.27074e-06 1.99234e-06 -4.12807e-05 4.06536e-05 -0.000176554
internal_weight=0 3664 343 286 3321 3267 588 2679 236 97 139 2604 2554 499 307 192
internal_count=3744 3664 343 286 3321 3267 588 2679 236 97 139 2604 2554 499 307 192
is_linear=0
shrinkage=0.0995203


Tree=8374
num_leaves=16
num_cat=0
split_feature=28 26 27 2 3 3 9 8 21 5 3 6 6 17 6
split_gain=0.00392449 0.00332477 0.0122853 0.00125625 0.000685337 0.00174183 0.000553597 0.00211812 0.000716725 0.000546126 0.00115083 0.00105212 0.00184349 0.000852281 0.00069675
threshold=0.080375000000000016 -0.126245 0.081615000000000021 -0.24163499999999999 0.098000000000000018 0.11339500000000001 0.11582000000000002 -0.06520999999999999 0.10287500000000004 -0.43873000000000001 -0.02172 -0.045589999999999999 -0.12640499999999996 0.51292000000000015 0.038300000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -6 9 -8 -9 11 -11 12 -5 -12 -13
right_child=-2 3 -4 6 5 -7 7 8 -10 10 13 14 -14 -15 -16
leaf_value=-0.00023949217658657775 0.00066345153809803652 -0.00044297159525265301 -0.0018623801010499402 0.0001522511409117462 0.00057804211730222693 -0.00027270755716280631 -0.00035319402975340848 0.00063232877936893184 0.00010181355562215101 -0.00044267370097629576 -9.0279140979763658e-06 0.00064069900136939559 -0.00045857267012900808 -0.00027546850410978474 8.0549865378591761e-05
leaf_weight=89 80 67 46 189 47 47 51 65 48 66 2662 50 66 125 46
leaf_count=89 80 67 46 189 47 47 51 65 48 66 2662 50 66 125 46
internal_value=0 -4.0777e-05 -0.000408088 -1.60512e-05 -3.80551e-05 0.000143959 -7.3154e-06 0.000170583 0.000414222 -1.66768e-05 -3.13073e-05 9.99104e-05 -2.63419e-06 -2.12718e-05 0.000380822
internal_weight=0 3664 229 3435 183 94 3368 164 113 3204 2853 351 255 2787 96
internal_count=3744 3664 229 3435 183 94 3368 164 113 3204 2853 351 255 2787 96
is_linear=0
shrinkage=0.0995203


Tree=8375
num_leaves=17
num_cat=0
split_feature=28 26 1 2 1 17 4 18 18 18 8 2 2 26 18 18
split_gain=0.00322738 0.00282274 0.00908142 0.0020163 0.00348716 0.00116143 0.00251712 0.000851414 0.00187079 0.00144172 0.000802942 0.000909212 0.000747929 0.000530565 0.00110557 0.000974625
threshold=0.079615000000000019 -0.126245 -0.062804999999999986 -0.046564999999999995 0.058455000000000014 -0.56005499999999986 0.09896000000000002 -0.06656999999999999 -0.074709999999999985 -0.055464999999999993 -0.0083949999999999979 -0.078994999999999996 -0.072419999999999998 0.089545000000000027 -0.01137 -0.011569999999999999
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 -3 8 10 -9 11 -7 -12 14 -11 -15
right_child=-2 5 3 -5 -6 7 -8 9 -10 13 12 -13 -14 15 -16 -17
leaf_value=-0.0016265253975095836 0.00059008702800350239 0.00010327977018306314 0.00011505250457945875 0.00046964105068306758 -0.00095321198747153155 -6.8154478517877963e-05 -0.00089108745255889936 0.0005471735886257306 -0.0005983573706966292 -0.00022964036212017107 -0.00044890695289056572 0.00017352733040367922 -5.9413531502499593e-05 0.00032022729349710322 1.5883945876753794e-05 3.0039651798391605e-05
leaf_weight=46 83 53 82 51 47 503 46 52 65 212 83 222 133 140 1243 683
leaf_count=46 83 53 82 51 47 503 46 52 65 212 83 222 133 140 1243 683
internal_value=0 -3.71167e-05 -0.000377949 -5.43207e-05 -0.000267814 -1.44538e-05 -0.000350481 -4.23639e-06 -8.09646e-05 2.85404e-05 -4.43555e-05 4.72103e-06 -0.00021287 1.63422e-05 -1.93274e-05 8.0398e-05
internal_weight=0 3661 226 180 129 3435 99 3336 1006 2330 941 725 216 2278 1455 823
internal_count=3744 3661 226 180 129 3435 99 3336 1006 2330 941 725 216 2278 1455 823
is_linear=0
shrinkage=0.0995203


Tree=8376
num_leaves=15
num_cat=0
split_feature=1 28 5 5 0 20 20 3 20 8 26 4 35 3
split_gain=0.0102597 0.00210303 0.0011087 0.00746455 0.00809953 0.00131023 0.00122575 0.000929004 0.000836074 0.000872647 0.00080435 0.00147793 0.000502574 0.000555475
threshold=-0.55579999999999996 0.10217500000000003 0.057175000000000011 0.066275000000000014 -0.077624999999999986 -0.096095 -0.082119999999999985 0.08511500000000001 0.16383500000000004 -0.0032949999999999998 -0.23202999999999999 0.11971000000000002 -0.081529999999999991 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 -5 -7 -8 9 12 -11 -12 -2 -14
right_child=1 -3 3 5 -6 6 7 -9 -10 10 11 -13 13 -15
leaf_value=-0.0014168362816476951 -0.00034390809796497384 -0.00064962066138090973 0.001907080924354581 0.00040009933733196521 5.0505285503964286e-05 -0.00051353522257978747 0.00042490134871893891 -2.1574590402868288e-05 -0.00035059812840693621 -0.00019308508450985114 0.00010357930979070531 0.00067018845911981546 0.00012664805879993889 -3.20934130314275e-05
leaf_weight=50 47 46 46 81 49 47 50 583 67 66 378 53 245 1931
leaf_count=50 47 46 46 81 49 47 50 583 67 66 378 53 245 1931
internal_value=0 1.83709e-05 2.70303e-05 0.000126119 0.000958096 2.11831e-05 -2.27486e-05 1.23989e-05 -3.11016e-06 5.14833e-06 0.000124606 0.000175155 -2.11909e-05 -1.38442e-05
internal_weight=0 3689 3643 856 95 761 680 633 2787 2720 497 431 2223 2176
internal_count=3739 3689 3643 856 95 761 680 633 2787 2720 497 431 2223 2176
is_linear=0
shrinkage=0.0995203


Tree=8377
num_leaves=17
num_cat=0
split_feature=17 28 17 6 17 2 2 3 9 23 3 12 9 2 9 26
split_gain=0.00978133 0.00163071 0.00105262 0.00355076 0.00945372 0.00147375 0.00316336 0.00192639 0.00120216 0.000993336 0.001784 0.00102994 0.00129834 0.000970074 0.000715305 0.000225746
threshold=-0.57205499999999987 0.10217500000000003 -0.084209999999999993 0.092405000000000029 -0.14051499999999997 0.097285000000000024 -0.0031199999999999999 0.10892000000000003 0.088995000000000019 -0.046924999999999994 0.13451500000000002 -0.035284999999999997 0.12652000000000005 -0.065999999999999989 0.083955000000000016 0.090545000000000028
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 6 8 -7 -2 10 -4 -11 14 15 -13 -5
right_child=1 -3 9 4 -6 7 -8 -9 -10 11 -12 12 -14 -15 -16 -17
leaf_value=-0.0013833712471400142 -9.74176587950389e-05 -0.0005637262554917113 -0.00072185985265322107 -0.00025875803568406854 0.0017059655297309048 -0.00081013834491932017 0.00086883695036094511 8.6582152223880072e-05 0.00014993931526227869 -0.00043935839554049211 0.00011608316876086765 8.4591379164821167e-05 0.0004317194907037842 0.00042405536696158759 -3.6455469011471861e-05 4.0861869438107352e-05
leaf_weight=50 412 47 52 46 48 46 46 46 367 51 46 689 71 55 1621 46
leaf_count=50 412 47 52 46 48 46 46 46 367 51 46 689 71 55 1621 46
internal_value=0 1.79781e-05 2.57098e-05 0.000106473 0.000492333 2.35273e-05 6.64948e-05 -0.00035288 1.80655e-05 -9.46416e-06 -0.000320186 2.72012e-06 1.25331e-05 9.0475e-05 0 -0.00010005
internal_weight=0 3689 3642 1112 195 917 825 92 779 2530 98 2432 2381 147 2310 92
internal_count=3739 3689 3642 1112 195 917 825 92 779 2530 98 2432 2381 147 2310 92
is_linear=0
shrinkage=0.0995203


Tree=8378
num_leaves=17
num_cat=0
split_feature=1 5 5 6 6 5 5 20 2 1 5 0 26 9 5 2
split_gain=0.0079868 0.000942666 0.00588729 0.0133311 0.00157849 0.00306025 0.0015213 0.000964014 0.00160385 0.00506459 0.00238512 0.000545073 0.00141756 0.00151381 0.00132191 0.00028694
threshold=-0.55579999999999996 0.057175000000000011 0.066275000000000014 0.092705000000000023 0.11816500000000002 -0.042209999999999991 0.030400000000000007 -0.096095 0.097285000000000024 -0.50597999999999999 0.63455500000000009 -0.057604999999999996 -0.236315 0.11296000000000002 -0.41880499999999998 -0.063744999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 11 -4 9 -9 -11 12 -2 -14 -13 -16
right_child=1 2 7 -5 5 -7 -8 8 -10 10 -12 14 13 -15 15 -17
leaf_value=-0.0012500218902312345 0.00051443714977635329 -0.00026825380694949906 0.00033795165536791338 0.0020669524191732811 4.2902040015758133e-05 -0.00096054569603660101 0.00049565716091174133 0.0009744685224425412 -0.00041502306610744112 8.5312400723720637e-06 -0.00073869389788419604 -0.00054237166656566978 1.0911218279750355e-05 -0.00037365463129564039 0.00019581882281649238 -0.0001113650344978289
leaf_weight=50 53 50 82 46 72 50 61 52 90 504 46 63 2292 106 52 70
leaf_count=50 53 50 82 46 72 50 61 52 90 504 46 63 2292 106 52 70
internal_value=0 1.62696e-05 0.000106919 0.000842172 -1.14162e-05 -0.000361637 4.12273e-06 1.46669e-05 -2.24585e-05 3.48708e-05 -5.24756e-05 -6.94138e-06 5.16781e-06 -5.74657e-06 -0.000171797 1.28558e-05
internal_weight=0 3689 870 96 2819 122 2697 774 692 602 550 2636 2451 2398 185 122
internal_count=3739 3689 870 96 2819 122 2697 774 692 602 550 2636 2451 2398 185 122
is_linear=0
shrinkage=0.0995203


Tree=8379
num_leaves=20
num_cat=0
split_feature=17 17 17 17 1 17 8 18 3 1 17 17 3 29 6 8 9 0 0
split_gain=0.00776102 0.000955522 0.00284278 0.0131193 0.00158732 0.000847652 0.000799296 0.0011367 0.000765139 0.00117975 0.000743545 0.000854506 0.000658002 0.000560949 0.00120791 0.000621376 0.000505633 0.00137338 0.000939473
threshold=-0.57205499999999987 -0.084209999999999993 -0.13530499999999998 -0.11248999999999999 -0.090104999999999991 -0.078119999999999995 -0.020084999999999999 -0.085834999999999995 0.085730000000000015 -0.50158499999999984 -0.07107999999999999 -0.067015000000000005 0.082595000000000016 1.0000000180025095e-35 -0.11533 -0.046889999999999994 0.094085000000000016 -0.064859999999999987 -0.050494999999999991
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 -3 7 -6 12 -10 -7 -12 -2 15 -15 -13 17 -11 -18
right_child=1 5 3 4 6 10 -8 -9 9 16 11 13 -14 14 -16 -17 18 -19 -20
leaf_value=-0.0012321491938316206 1.788036481803465e-05 -0.00034936429676740537 0.0018076029158275242 -0.00031425616202940298 -0.00031835461603947428 0.00031945032475156596 0.00051503903508944037 0.00029245448344341832 0.00047488525448357964 2.2630266387391456e-05 -0.00037540291930808316 -2.6829783247872813e-05 -0.00044685615104871898 9.3230053250291451e-05 -0.00060441687605485028 9.2774002823747966e-05 -2.7681153934929722e-05 -0.00041950552773187077 0.00038468435850164405
leaf_weight=50 49 74 51 77 46 67 62 85 55 306 64 1685 67 48 47 577 159 89 81
leaf_count=50 49 74 51 77 46 67 62 85 55 306 64 1685 67 48 47 577 159 89 81
internal_value=0 1.61164e-05 9.2598e-05 0.000343105 6.34459e-05 -1.72076e-05 0.000218377 7.17228e-05 -6.1542e-06 3.2559e-05 -6.99926e-06 -1.63717e-05 -0.000243488 -6.27558e-06 -0.000243305 3.31733e-06 -4.46358e-06 -7.49178e-05 0.000108081
internal_weight=0 3689 1127 321 270 2562 193 131 806 690 2488 2421 116 2357 95 2262 635 395 240
internal_count=3739 3689 1127 321 270 2562 193 131 806 690 2488 2421 116 2357 95 2262 635 395 240
is_linear=0
shrinkage=0.0995203


Tree=8380
num_leaves=12
num_cat=0
split_feature=29 24 0 5 5 17 18 19 3 6 1
split_gain=0.00137306 0.000925579 0.00158378 0.000918139 0.000940402 0.0011921 0.00138269 0.00112977 0.00106909 0.00232379 0.00065053
threshold=-0.11266 0.084270000000000025 -0.23998999999999998 -0.54382499999999989 -0.0031649999999999998 -0.55286000000000002 -0.037059999999999989 0.081220000000000028 0.084290000000000018 0.085570000000000021 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 8 6 -6 -7 9 -5 -10
right_child=1 -3 3 4 5 7 -8 -9 10 -11 -12
leaf_value=0.00049023398600529929 -0.00051617129138742206 0.00034875769275484052 -0.00038654795942019943 4.2732366445387933e-05 0.0005100508084859794 -0.00013244458845767406 -0.0001180480445552378 0.00019467945856313176 -0.00012748040838372619 0.00064612807188366443 3.9751879868035899e-05
leaf_weight=57 60 73 60 230 73 993 63 115 266 89 1668
leaf_count=57 60 73 60 230 73 993 63 115 266 89 1668
internal_value=0 -1.80733e-06 -9.10893e-06 -3.25572e-07 6.06697e-06 -6.31142e-05 0.000213074 -9.77533e-05 4.46289e-05 0.000213644 1.63277e-05
internal_weight=0 3690 3617 3557 3497 1244 136 1108 2253 319 1934
internal_count=3747 3690 3617 3557 3497 1244 136 1108 2253 319 1934
is_linear=0
shrinkage=0.0995203


Tree=8381
num_leaves=16
num_cat=0
split_feature=9 28 10 5 3 3 0 6 9 2 17 3 3 3 26
split_gain=0.0017004 0.00080047 0.0009206 0.000927584 0.00106855 0.00191944 0.00478262 0.00140325 0.00122895 0.000579513 0.0012687 0.000983493 0.00095709 0.000570778 0.000403989
threshold=0.22832000000000005 0.083225000000000021 0.09056500000000002 0.043850000000000007 0.11896500000000003 0.11089500000000001 -0.055729999999999995 0.11690000000000002 0.10153500000000003 -0.0072299999999999994 0.24923500000000007 0.12992500000000004 0.086605000000000029 0.084145000000000011 0.09032500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 7 -7 -5 14 11 12 13 -11 -1 -6
right_child=-2 -3 -4 4 8 6 -8 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=0.00017370636093575137 0.00057574020456971668 -0.00034631676860926347 0.00035326648213715982 -1.9461058574686773e-05 0.00014877492823802177 2.0066622168499894e-05 -0.0013023276723825332 -0.00049168678015264569 -0.00021286613186898381 0.00014703467296857446 0.00035776784229682386 0.00041659367023594919 -0.0002030038500845912 1.5498912854062214e-05 0.00056427142333167048
leaf_weight=261 51 66 73 549 60 63 46 71 62 96 60 70 357 1815 47
leaf_count=261 51 66 73 549 60 63 46 71 62 96 60 70 357 1815 47
internal_value=0 -2.71718e-06 3.30457e-06 -3.64753e-06 -9.12998e-05 -0.000144109 -0.000530498 -7.48589e-05 0.000131654 2.56466e-05 -6.87207e-05 4.85865e-05 -0.000127016 3.57835e-05 0.000338934
internal_weight=0 3696 3630 3557 898 729 109 620 169 2659 513 2146 453 2076 107
internal_count=3747 3696 3630 3557 898 729 109 620 169 2659 513 2146 453 2076 107
is_linear=0
shrinkage=0.0995203


Tree=8382
num_leaves=17
num_cat=0
split_feature=9 24 17 4 18 18 3 3 3 17 3 26 3 9 4 8
split_gain=0.00137842 0.00061897 0.000643198 0.00144216 0.0010351 0.00293292 0.00169755 0.000567498 0.00303233 0.000673565 0.000568212 0.00109442 0.000723079 0.000399247 0.00132393 0.000990567
threshold=0.22832000000000005 0.084270000000000025 -0.55286000000000002 0.099510000000000029 -0.098315 -0.1394 0.088185000000000027 0.084145000000000011 0.083725000000000022 0.056905000000000011 0.08622500000000001 0.087825000000000028 0.089395000000000016 0.083760000000000015 0.084900000000000017 -0.073999999999999996
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 13 -7 8 9 -6 11 -9 -12 14 -4 -15
right_child=-2 -3 4 -5 7 6 -8 10 -10 -11 12 -13 -14 15 -16 -17
leaf_value=0.00047331380666915714 0.00051844241053734428 0.00028031185758001042 -0.00046743045932930009 -0.00017916078270258196 -8.7692306127086991e-05 -0.0010285120301720301 -0.00027039772358051389 -0.00023767963557636758 0.00071994861001349521 0.00030958745070585046 0.0001024301709708044 0.00015852034534298521 -2.5936255534609694e-05 0.00042670698235526452 0.00023377134098993943 -4.6738596345790788e-05
leaf_weight=81 51 75 59 55 241 48 86 256 68 51 577 92 1752 61 47 147
leaf_count=81 51 75 59 55 241 48 86 256 68 51 577 92 1752 61 47 147
internal_value=0 -2.3586e-06 -8.43949e-06 0.000203426 -1.69423e-05 -0.000158201 -0.00054807 3.62576e-06 0.000121143 -1.55009e-05 -1.18721e-05 -0.000130585 5.5145e-06 5.56939e-06 -0.000148797 8.81728e-05
internal_weight=0 3696 3621 136 3485 448 134 3037 360 292 2677 348 2329 314 106 208
internal_count=3747 3696 3621 136 3485 448 134 3037 360 292 2677 348 2329 314 106 208
is_linear=0
shrinkage=0.0995203


Tree=8383
num_leaves=9
num_cat=0
split_feature=9 27 28 24 0 17 5 0
split_gain=0.00111767 0.00063433 0.00138056 0.000578651 0.00118989 0.00049135 0.00083917 0.000688836
threshold=0.22832000000000005 -0.032854999999999995 0.083225000000000021 0.084270000000000025 -0.23998999999999998 -0.55754499999999996 -0.0031649999999999998 -0.014889999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 -6
right_child=-2 2 -4 -5 5 6 -8 -9
leaf_value=0.00025710051602512526 0.00046684694699356319 -0.00044632457328967653 -0.00049918273572820029 0.00027612150964786714 -8.0747864470852112e-05 2.8195327923482026e-05 -7.8942647003019145e-05 0.00040395666180456527
leaf_weight=91 51 60 56 73 46 2231 1070 69
leaf_count=91 51 60 56 73 46 2231 1070 69
internal_value=0 -2.10182e-06 -8.87187e-06 -9.04542e-07 -6.95792e-06 5.19654e-07 -6.28483e-06 0.000202956
internal_weight=0 3696 3605 3549 3476 3416 3301 115
internal_count=3747 3696 3605 3549 3476 3416 3301 115
is_linear=0
shrinkage=0.0995203


Tree=8384
num_leaves=11
num_cat=0
split_feature=20 2 6 19 10 10 21 17 0 9
split_gain=0.00577153 0.013298 0.000785793 0.000774009 0.000620282 0.00103449 0.000593635 0.000557223 0.000526086 0.00050331
threshold=-0.15498999999999999 -0.012644999999999998 0.12638500000000005 -1.0000000180025095e-35 0.090150000000000022 0.086275000000000018 -0.091869999999999993 -0.56655999999999984 -0.067839999999999998 0.092605000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 8 5 6 -5 -8 -2 -1
right_child=2 -3 -4 4 -6 -7 7 -9 -10 -11
leaf_value=-0.0002289315440310596 0 -0.002065085853660031 0.00030899873103142024 0.00028130355522346069 -0.00032576014155419721 0.00036522943844073175 0.00027412458514263611 -5.2021205523607805e-05 0.00049019667771941307 0.00019782081726374512
leaf_weight=65 46 46 68 55 74 63 52 3187 46 46
leaf_count=65 46 46 68 55 74 63 52 3187 46 46
internal_value=0 -0.000641878 -2.49765e-05 -3.16551e-05 -3.95001e-05 -3.29461e-05 -4.081e-05 -4.65324e-05 0.000252013 -4.47042e-05
internal_weight=0 157 3591 3523 3431 3357 3294 3239 92 111
internal_count=3748 157 3591 3523 3431 3357 3294 3239 92 111
is_linear=0
shrinkage=0.0995203


Tree=8385
num_leaves=19
num_cat=0
split_feature=18 21 3 3 3 9 20 0 2 2 3 21 3 6 26 20 7 6
split_gain=0.00732307 0.000893145 0.000686687 0.00178173 0.000877864 0.00132545 0.000974729 0.00107862 0.000788935 0.00446021 0.000946268 0.00104874 0.000832807 0.0025636 0.00144477 0.000773885 0.000587846 0.000713865
threshold=0.31690500000000005 0.16638500000000003 0.10850000000000003 0.11089500000000001 0.11404500000000002 0.092225000000000015 -0.09638999999999999 -0.14075499999999999 -0.086169999999999983 -0.086440000000000003 0.10134000000000003 0.094215000000000021 0.097880000000000023 0.098855000000000012 0.096685000000000021 -0.048779999999999997 0.082845000000000016 -0.14213999999999999
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 -4 5 -5 -6 -8 9 16 12 15 13 -10 -14 -12 17 -1
right_child=-2 -3 3 4 6 -7 7 -9 10 -11 11 -13 14 -15 -16 -17 -18 -19
leaf_value=0.00025953059953030762 -0.0012942518686683377 -0.00042190553024027072 0.00048601744329005689 -0.00064092352117715715 0.00042212526368932989 3.8134602471669387e-05 0.00030523930154786123 -4.9483073937955544e-05 3.1445144263372733e-05 -0.0010163625456189856 0.00018511622220450475 -0.0005073649241139973 -4.3422695704623642e-05 -0.00037700969909822368 0.0006567279566187616 -0.00027567521728301549 -0.00039459267086351077 -7.7343434708410878e-05
leaf_weight=69 46 57 85 49 63 63 102 502 1521 53 70 77 62 169 52 73 51 584
leaf_count=69 46 57 85 49 63 63 102 502 1521 53 70 77 62 169 52 73 51 584
internal_value=0 -3.01419e-05 -2.3791e-05 5.32583e-05 4.9872e-06 -0.000251644 4.93071e-05 9.06505e-06 -4.8023e-05 -0.000134836 -1.51493e-05 -0.000210151 8.17764e-06 -8.91596e-06 0.000268763 -4.43883e-05 -6.73085e-05 -4.04936e-05
internal_weight=0 3702 3645 864 779 112 667 604 2781 757 2024 220 1804 1690 114 143 704 653
internal_count=3748 3702 3645 864 779 112 667 604 2781 757 2024 220 1804 1690 114 143 704 653
is_linear=0
shrinkage=0.0995203


Tree=8386
num_leaves=27
num_cat=0
split_feature=18 20 8 18 18 1 5 2 17 2 6 20 20 6 2 5 1 20 20 2 26 3 26 9 6 17
split_gain=0.0059371 0.000859612 0.000715906 0.0014205 0.00200288 0.00302806 0.00298473 0.00153684 0.00292739 0.0012683 0.00094566 0.00177706 0.00415865 0.0030768 0.00108161 0.00091588 0.000811837 0.00115664 0.00199458 0.00144133 0.000666535 0.00167672 0.000913287 0.000656959 0.000970157 0.000485951
threshold=0.31690500000000005 -0.24350999999999998 -0.082014999999999991 -0.0087699999999999983 -0.015440000000000001 -0.08616 -0.015214999999999999 -0.085599999999999996 -0.011809999999999999 -0.08342999999999999 -0.086849999999999997 -0.009049999999999999 -0.071149999999999991 -0.13803499999999999 -0.012154999999999999 -0.43873000000000001 -0.013105 -0.079725000000000004 -0.092114999999999989 -0.078244999999999995 0.089075000000000029 0.091475000000000015 0.086835000000000009 0.096535000000000024 0.094510000000000025 -0.0023699999999999997
decision_type=2 2 2 2 2 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 -7 8 -3 -9 11 12 14 15 -4 -13 20 18 -18 -19 22 -22 -12 24 25 -5
right_child=-2 2 10 23 5 6 -8 9 -10 -11 16 13 -14 -15 -16 -17 17 19 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=-0.00035254859449299167 -0.0011654476898025521 -2.2729731714275801e-05 -0.00024238971276354786 -8.5719294909077407e-05 8.4826485818803159e-05 -0.0013629075984349962 -0.00029092622499376369 0.00039748930234381942 -0.00083124605499839365 -6.4973724630393493e-05 -1.4919906003004125e-05 0.0001273578264142996 -0.00097896800748350273 0.00072029915430072398 0.00029078244294634102 -0.00025986032579962284 5.0010826126013183e-05 -0.00038856150369576218 0.00092388050898338167 0.00018437659561039413 0.00033722831490118116 -2.6290737590135308e-05 -0.00042676983095670022 -0.00024886116402459926 0.00040330750390864619 6.9743242130388154e-05
leaf_weight=79 46 142 95 346 58 50 58 84 66 189 466 104 65 57 62 139 58 53 50 231 185 381 61 90 65 468
leaf_count=79 46 142 95 346 58 50 58 84 66 189 466 104 65 57 62 139 58 53 50 231 185 381 61 90 65 468
internal_value=0 -2.71642e-05 -1.98432e-05 -6.92567e-05 -0.000183489 -0.000482525 -0.000794794 -7.85851e-05 -0.000283214 7.4324e-05 1.95358e-05 -9.50788e-05 -0.000309151 6.06057e-05 -2.66234e-05 -9.07685e-05 6.03758e-05 0.000183445 0.00046216 7.45725e-05 1.54885e-05 9.1081e-05 -6.41447e-05 6.17113e-06 3.3215e-05 2.65643e-06
internal_weight=0 3702 3623 1616 647 166 108 481 208 273 2007 522 222 300 157 243 1485 392 108 284 1093 566 527 969 879 814
internal_count=3748 3702 3623 1616 647 166 108 481 208 273 2007 522 222 300 157 243 1485 392 108 284 1093 566 527 969 879 814
is_linear=0
shrinkage=0.0995203


Tree=8387
num_leaves=11
num_cat=0
split_feature=1 20 18 21 19 2 29 2 9 2
split_gain=0.00517179 0.000766722 0.000976598 0.000660092 0.000634899 0.000577506 0.000513703 0.00169097 0.000847719 0.000362946
threshold=-0.55579999999999996 -0.24350999999999998 0.14607000000000003 -0.091869999999999993 -1.0000000180025095e-35 -0.055654999999999996 -0.081409999999999996 -0.026175 0.11582000000000002 -0.080484999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 9 7 -6 -8 -4
right_child=1 2 5 4 6 -7 8 -9 -10 -11
leaf_value=-0.0010430846442334169 -0.00033076543370883388 0.00026440978349784213 0.00023055320401587991 0.00022434550128064428 0.00025703397815118813 0.00045051523408260526 -4.2506019108353344e-05 -0.00041286283488403393 0.00024829015875280113 -0.00013308540435059992
leaf_weight=50 79 74 60 90 52 65 3006 123 102 47
leaf_count=50 79 74 60 90 52 65 3006 123 102 47
internal_value=0 -2.35044e-05 -1.65709e-05 -2.83291e-05 -3.49942e-05 0.000214312 -4.23531e-05 -0.00020913 -3.26991e-05 6.31734e-05
internal_weight=0 3698 3619 3447 3373 172 3283 175 3108 107
internal_count=3748 3698 3619 3447 3373 172 3283 175 3108 107
is_linear=0
shrinkage=0.0995203


Tree=8388
num_leaves=12
num_cat=0
split_feature=20 1 0 19 11 9 17 17 1 26 26
split_gain=0.00109499 0.000838419 0.00106779 0.00075486 0.000690105 0.00113898 0.00213077 0.00374991 0.00146226 0.000832772 0.00209202
threshold=0.27420500000000009 -0.51744999999999985 0.099665000000000017 0.14023500000000003 -0.38234499999999999 0.096385000000000012 0.057560000000000014 0.14342500000000005 -0.076894999999999991 0.12236500000000003 0.096685000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 9 8 -8 -7 10 -6
right_child=-2 3 -4 -5 5 6 7 -9 -10 -11 -12
leaf_value=0.0006319940926295403 -0.00045781244726060576 0.00034778922092777433 -7.5612052585412193e-06 0.00037779160712794757 -6.925828922560399e-06 -0.00039936916427383109 -0.0012197780737700935 -0.00010559922913207364 3.8931916129648119e-05 -0.0003239505046223439 0.00030745826331802205
leaf_weight=47 52 52 52 50 2556 92 46 91 407 72 228
leaf_count=47 52 52 52 50 2556 92 46 91 407 72 228
internal_value=0 1.92405e-06 0.000287797 -5.72281e-06 -1.13646e-05 -1.69472e-05 -0.000137476 -0.000485679 -4.02366e-05 9.60657e-06 1.85271e-05
internal_weight=0 3693 99 3594 3544 3492 636 137 499 2856 2784
internal_count=3745 3693 99 3594 3544 3492 636 137 499 2856 2784
is_linear=0
shrinkage=0.0995203


Tree=8389
num_leaves=10
num_cat=0
split_feature=22 11 30 21 3 4 9 9 5
split_gain=0.00128796 0.000730417 0.000830031 0.000669297 0.000931337 0.000837401 0.000803875 0.00191189 0.000744345
threshold=0.13264000000000004 -0.38234499999999999 0.11901000000000002 0.13042000000000004 0.15108000000000005 0.10845500000000002 0.11408000000000003 0.096385000000000012 -0.081415000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -5 7 -3 -8
right_child=-2 2 -4 5 -6 -7 8 -9 -10
leaf_value=0.00034710934268891724 -0.0005161299416263015 1.7899025751814532e-05 -0.0003831664002679201 0.000433783838777776 -0.00044988031736559571 -9.0318906795609587e-05 0.00044238642221745627 -0.00021446328556661113 2.9282905514443127e-05
leaf_weight=60 48 2825 56 77 46 46 76 400 111
leaf_count=60 48 2825 56 77 46 46 76 400 111
internal_value=0 2.5893e-06 -2.86921e-06 2.84932e-06 -5.03356e-06 0.000231122 7.2387e-07 -1.06673e-05 0.000201553
internal_weight=0 3697 3637 3581 3458 123 3412 3225 187
internal_count=3745 3697 3637 3581 3458 123 3412 3225 187
is_linear=0
shrinkage=0.0995203


Tree=8390
num_leaves=21
num_cat=0
split_feature=22 8 9 3 9 1 9 1 21 3 3 9 6 17 2 9 9 17 9 1
split_gain=0.00104442 0.000744337 0.000889071 0.00337782 0.000695377 0.00160614 0.00479487 0.000965518 0.00114933 0.00158552 0.000670668 0.00065368 0.00164374 0.00138142 0.00150286 0.000904542 0.000743815 0.00109708 0.000611987 0.000272363
threshold=0.13264000000000004 0.10228000000000002 0.11351500000000002 0.11252000000000002 0.096385000000000012 -0.07002499999999999 0.098465000000000011 -0.049499999999999995 0.10168500000000003 0.09940000000000003 0.11225500000000002 0.092150000000000024 0.11413500000000003 -0.467555 -0.078244999999999995 0.091485000000000025 0.090775000000000022 0.39033000000000012 0.094685000000000033 -0.023499999999999997
decision_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 19 11 6 -6 -7 9 -9 -10 15 13 18 -15 16 17 -1 -13 -3
right_child=-2 2 -4 -5 5 7 -8 8 10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=8.9947984893590994e-06 -0.00046476487441460387 0.00014078685150070464 -0.00013883304650658517 0.00094492967970029968 -0.001058871249974794 0.00033490556156895608 9.2887622365284736e-05 7.6218830196154655e-05 -0.00012535144233675506 -0.00053943741479824364 0.00027122481033366451 0.00013413713793814793 -0.00036502377008939998 0.00053609031002129458 2.6724392710253653e-05 -0.00034402772565596539 0.00031095860297260253 -0.00028192823245914349 -0.000371245803659 -0.00017384660702106106
leaf_weight=2247 48 53 60 54 62 67 82 71 71 93 98 46 56 149 99 77 75 136 46 55
leaf_count=2247 48 53 60 54 62 67 82 71 71 93 98 46 56 149 99 77 75 136 46 55
internal_value=0 2.33162e-06 0.000179179 0.000302015 -8.73069e-06 -0.000112194 -0.000397324 -7.50034e-06 -7.88512e-05 -0.000267912 9.97719e-05 1.0193e-05 0.000129229 0.000213044 0.000336056 -8.07911e-06 2.11187e-06 -7.26492e-06 -0.000109656 -1.18633e-05
internal_weight=0 3697 222 162 3475 544 144 400 333 164 169 2931 396 340 248 2535 2458 2383 92 108
internal_count=3745 3697 222 162 3475 544 144 400 333 164 169 2931 396 340 248 2535 2458 2383 92 108
is_linear=0
shrinkage=0.0995203


Tree=8391
num_leaves=13
num_cat=0
split_feature=22 26 11 2 11 18 26 26 26 5 3 5
split_gain=0.000847014 0.000914996 0.00132505 0.00127639 0.00101961 0.000580669 0.00122533 0.00303507 0.00242828 0.00116719 0.00102165 0.000777791
threshold=0.13264000000000004 -0.2382 -0.37931999999999999 -0.104295 -0.11166 -0.025879999999999997 0.096980000000000025 0.099855000000000013 0.095245000000000024 -0.034484999999999995 0.11125500000000002 -0.066919999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 6 8 -8 -6 11 -11 -7
right_child=-2 2 4 -5 5 9 7 -9 -10 10 -12 -13
leaf_value=-4.5374556691631923e-05 -0.00041851124946549578 -0.00047350530399705034 0.00045284579381903352 0.00066937642034192626 -5.1655125744719236e-05 8.6725409571501266e-07 -0.00096730972186272863 -3.6743851446477245e-05 0.0006198235359830607 8.3983573484765398e-05 0.00044563069110481593 -0.00023068067814912695
leaf_weight=47 48 59 49 48 1094 1273 49 126 56 645 90 161
leaf_count=47 48 59 49 48 1094 1273 49 126 56 645 90 161
internal_value=0 2.12161e-06 -5.6959e-06 0.000307146 1.86327e-06 -4.22704e-06 -5.63375e-05 -0.00030198 -1.82452e-05 2.72288e-05 0.000129381 -2.45585e-05
internal_weight=0 3697 3602 95 3543 3494 1325 175 1150 2169 735 1434
internal_count=3745 3697 3602 95 3543 3494 1325 175 1150 2169 735 1434
is_linear=0
shrinkage=0.0995203


Tree=8392
num_leaves=28
num_cat=0
split_feature=17 18 3 26 3 9 26 17 0 2 8 3 8 5 6 18 9 6 0 0 6 3 26 6 1 17 26
split_gain=0.00300999 0.0187159 0.00584374 0.0113723 0.0101833 0.0181999 0.00187935 0.00168706 0.00145118 0.0013738 0.00273532 0.00677259 0.00159332 0.00126792 0.00269435 0.001901 0.00263766 0.00140768 0.00130526 0.00220765 0.00399391 0.00096065 0.000910474 0.000873967 0.000848322 0.00117272 0.000636288
threshold=0.033280000000000011 -0.092864999999999989 0.085625000000000021 -0.091484999999999997 0.084795000000000023 0.084515000000000021 0.11819500000000002 0.07134500000000002 -0.25289499999999993 -0.087444999999999995 -0.085764999999999994 0.083725000000000022 -0.088874999999999996 -0.040404999999999996 0.11690000000000002 -0.060544999999999995 0.08709500000000002 0.085760000000000017 -0.073464999999999989 -0.083039999999999989 0.090460000000000026 0.081685000000000021 0.089485000000000023 0.18123500000000006 -0.50954999999999984 -0.56005499999999986 -0.2382
decision_type=2 2 2 2 2 2 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 13 -8 -4 21 12 -12 -11 18 15 16 -15 -17 19 22 -21 -5 -3 24 -10 -26 -27
right_child=1 6 8 4 5 -7 7 -9 23 10 11 -13 -14 14 -16 17 -18 -19 -20 20 -22 -23 -24 -25 25 26 -28
leaf_value=-0.0017058294092294867 0.0021023913105653823 -0.00011814449857914402 0.00057353427235734339 1.5812378705371672e-05 -0.0024602322017126957 -5.7122154755982734e-05 0.00091619889961792194 9.1160579493085653e-05 0.00034373403094005347 9.9068931886203316e-05 -2.5368995188790044e-05 0.0014315018700096955 -0.00057839151514628873 0.00014227487975930779 -0.00040887678400748721 0.00040100263041308764 0.0012308620045340705 -0.00026040840713258909 0.00029718218706971302 3.0067744076429359e-05 -0.0012210199075926836 -0.00054795449725135567 0.0002391112880327871 0.00038718263692454389 -0.00041518821015290792 -0.00030331207917133835 2.5331595823496635e-05
leaf_weight=53 47 271 49 66 49 88 46 58 74 124 83 50 47 46 58 69 46 58 79 52 47 51 95 64 65 60 1858
leaf_count=53 47 271 49 66 49 88 46 58 74 124 83 50 47 46 58 69 46 58 79 52 47 51 95 64 65 60 1858
internal_value=0 0.000164492 -3.88782e-05 -0.000310895 -0.000176934 -0.000922605 6.51403e-05 0.000463953 3.73355e-05 6.37742e-05 0.000176813 0.000516172 -8.23465e-05 1.36236e-05 0.00018778 0.000349536 0.000695467 9.2495e-05 -7.35503e-05 -0.000138296 -0.000555614 -0.000222935 -2.31775e-05 2.45621e-05 1.28818e-05 1.22472e-07 1.4624e-05
internal_weight=0 972 2781 611 558 137 925 104 2170 421 304 133 171 821 277 219 92 127 544 465 99 117 366 2121 2057 1983 1918
internal_count=3753 972 2781 611 558 137 925 104 2170 421 304 133 171 821 277 219 92 127 544 465 99 117 366 2121 2057 1983 1918
is_linear=0
shrinkage=0.0995203


Tree=8393
num_leaves=22
num_cat=0
split_feature=3 18 3 6 9 9 18 2 2 20 3 3 2 20 17 5 5 2 5 3 17
split_gain=0.00322723 0.0166873 0.00929526 0.0322489 0.00175024 0.00103724 0.000938634 0.000694486 0.00129886 0.0022366 0.00135764 0.00122053 0.000854463 0.00343917 0.000609558 0.000562815 0.00134974 0.00128211 0.000364397 0.00109738 0.000295159
threshold=0.082130000000000022 -0.095364999999999991 0.084955000000000017 0.082725000000000021 0.084795000000000023 0.084115000000000009 0.31690500000000005 0.097745000000000012 0.12875500000000004 -0.012970000000000001 0.11492500000000001 0.13345500000000002 0.0040650000000000018 -0.009049999999999999 -0.010239999999999999 -0.41397 -0.49053999999999998 -0.012154999999999999 -0.43873000000000001 -0.13947499999999999 -0.084209999999999993
decision_type=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 14 7 12 9 -9 -10 -12 15 -14 -5 16 -4 -17 -3 -20 -21
right_child=2 18 6 4 -6 -7 -8 8 10 -11 11 -13 13 -15 -16 17 -18 -19 19 20 -22
leaf_value=0.0020700402784483273 -0.0023153156603753131 0.00016749837984981943 4.5479532687610984e-05 0.00027902863005985668 0.00046125786827712925 -0.00041595582953093886 0.00048609393657920801 0.0008083598339721249 -0.00042151716619809066 2.7727386507528457e-05 0.00050355870570043524 -2.4189653443775385e-05 -0.00076369871305826981 0.00026608074141658018 -0.00018237302201028864 2.4427663558245472e-05 -0.00045935259299277641 0.00038287802104088048 -0.00049844567597731127 0.00026821177089877252 -5.2846172245838329e-05
leaf_weight=46 76 86 153 59 66 77 46 68 55 83 62 136 63 64 53 2221 78 104 46 47 64
leaf_count=46 76 86 153 59 66 77 46 68 55 83 62 136 63 64 53 2221 78 104 46 47 64
internal_value=0 0.00033191 -1.41404e-05 -0.000515869 1.72263e-05 -0.000133501 3.86057e-05 3.16724e-05 0.000153508 0.000384692 1.22931e-05 0.00013693 1.30215e-05 -0.000238309 5.33776e-05 2.58297e-05 -0.000121439 4.08137e-05 0 -8.72912e-05 7.57223e-05
internal_weight=0 289 3464 331 255 189 3133 3087 404 151 253 198 2683 127 112 2556 231 2325 243 157 111
internal_count=3753 289 3464 331 255 189 3133 3087 404 151 253 198 2683 127 112 2556 231 2325 243 157 111
is_linear=0
shrinkage=0.0995203


Tree=8394
num_leaves=20
num_cat=0
split_feature=26 26 3 18 3 5 26 6 0 0 0 6 1 5 3 10 26 36 6
split_gain=0.00263118 0.0152652 0.003197 0.0148276 0.00251349 0.0245118 0.00178386 0.00254804 0.00094698 0.00133074 0.00093424 0.00131574 0.0008275 0.000766887 0.000693462 0.000547425 0.000404723 0.0003602 0.000811219
threshold=-0.100565 -0.14033499999999999 0.082130000000000022 -0.090254999999999988 0.085625000000000021 -0.095609999999999987 0.088165000000000021 0.087670000000000012 -0.233955 -0.23032 -0.057604999999999996 -0.095324999999999993 -0.50954999999999984 -0.0018599999999999999 0.098000000000000018 0.084475000000000022 0.085005000000000011 0.088220000000000021 -0.09007999999999998
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 -2 5 -4 7 13 -6 -10 11 -1 -11 -7 -13 -14 17 18 -5
right_child=2 -3 4 16 8 6 -8 -9 9 12 -12 14 15 -15 -16 -17 -18 -19 -20
leaf_value=0.00056494230571242459 0.0019922362478199296 -0.0019397734113931161 -0.002360800484486625 -0.00030569275976196638 0.00040859766225694629 0 0.0005476140321403611 -0.00060566714427889141 -0.00049545323517347409 0.00036585991829042158 -0.00029831369583039783 -0.00022428919343309766 4.3202581013906926e-05 0.00041158891149870199 0.00024887898015526848 -0.00018453522441620469 -0.00023505818699244652 0.00028697716415712594 0.00026013213978252014
leaf_weight=54 46 46 47 50 69 213 59 65 46 77 60 72 2473 57 53 108 48 60 50
leaf_count=54 46 46 47 50 69 213 59 65 46 77 60 72 2473 57 53 108 48 60 50
internal_value=0 -0.000279227 3.52289e-05 0.0003752 8.10658e-06 -0.000212269 4.19505e-05 -4.46631e-05 4.34489e-05 3.38284e-05 3.69507e-05 0.000153903 4.32962e-05 8.73615e-05 -1.71169e-05 3.33559e-05 1.36499e-05 9.33788e-05 -1.45941e-05
internal_weight=0 285 3468 254 3214 441 394 335 2773 2704 239 179 2658 270 125 2581 208 160 100
internal_count=3753 285 3468 254 3214 441 394 335 2773 2704 239 179 2658 270 125 2581 208 160 100
is_linear=0
shrinkage=0.0995203


Tree=8395
num_leaves=30
num_cat=0
split_feature=17 3 3 3 26 26 17 1 2 9 1 17 8 6 17 26 2 2 2 3 4 2 1 17 1 1 9 1 26
split_gain=0.00267095 0.0132526 0.00462297 0.0196424 0.0123719 0.0014092 0.00317285 0.00128556 0.00120831 0.00165222 0.00137948 0.00100501 0.00101652 0.00164437 0.000968462 0.00165554 0.000944858 0.00218744 0.00101863 0.00204803 0.00188058 0.0015273 0.000943244 0.00184926 0.00176349 0.000751452 0.000729631 0.000598981 0.000568185
threshold=0.033280000000000011 0.082130000000000022 0.085035000000000013 0.084795000000000023 -0.093999999999999986 0.11746500000000003 0.061900000000000018 -0.50954999999999984 -0.087444999999999995 0.084795000000000023 -0.085349999999999995 0.084010000000000015 -0.071594999999999992 0.089090000000000016 0.12439000000000001 0.08401500000000002 0.097745000000000012 0.0040650000000000018 0.12875500000000004 0.10850000000000003 0.11474000000000002 0.31852000000000008 -0.083284999999999984 -0.01857 -0.081224999999999992 0.18123500000000006 0.083955000000000016 0.0015850000000000003 0.087170000000000011
decision_type=2 2 2 2 2 2 2 2 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 11 -7 -4 26 10 -10 12 13 -3 15 -13 17 22 19 -18 -20 -22 23 -9 -24 28 -6 -19 -16
right_child=1 5 7 -5 8 6 -8 16 9 -11 -12 14 -14 -15 25 -17 18 27 20 -21 21 -23 24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0016626795900588278 0.0017308730263475478 -0.00035182232284930107 0.00041610968472638845 -0.0022488722306170986 5.6847431672531108e-06 0.0010307070903426596 -5.2224665444301089e-05 -2.5721103148394136e-05 0.00034336463473631882 0.00063479617295331961 -0.00013936338836185362 0.00071215429561709601 -0.00051958349277754718 0.00043115709640123925 -6.0877334049128528e-05 -6.3769202870754774e-05 0.00071731461577555027 -0.00021761532694573583 -0.00038827472725759153 -0.00011246768388632727 0.00070495478933853338 -5.536253573076972e-05 0.00059484421125523496 -0.00057066342164585583 2.3209047302402789e-05 -0.00027277792481846625 -0.00047808634988771967 -0.00074971611540322668 0.0001606500508069689
leaf_weight=46 50 61 79 47 63 46 61 369 95 59 151 58 61 47 188 48 75 49 68 46 47 55 56 75 1300 73 55 46 279
leaf_count=46 50 61 79 47 63 46 61 369 95 59 151 58 61 47 188 48 75 49 68 46 47 55 56 75 1300 73 55 46 279
internal_value=0 0.000152212 -3.93745e-05 -0.000308311 -0.000112095 6.57129e-05 0.000405684 2.15317e-05 5.45914e-05 0.00016075 4.37283e-05 2.00741e-05 -0.000194624 -3.50137e-06 7.75084e-05 0.00035307 6.8975e-06 -1.83518e-05 0.000174134 0.000395095 1.20471e-05 0.000286954 5.76309e-06 -0.000119616 4.74201e-05 2.19007e-05 -0.000212864 -0.000483881 6.97169e-05
internal_weight=0 972 2781 516 469 922 107 2265 423 305 246 815 169 108 646 106 2186 1895 291 121 170 102 1800 444 1356 540 118 95 467
internal_count=3753 972 2781 516 469 922 107 2265 423 305 246 815 169 108 646 106 2186 1895 291 121 170 102 1800 444 1356 540 118 95 467
is_linear=0
shrinkage=0.0995203


Tree=8396
num_leaves=22
num_cat=0
split_feature=27 1 26 1 9 0 1 2 2 6 6 6 0 26 21 8 8 18 17 6 9
split_gain=0.0315412 0.00105424 0.00383514 0.00272605 0.0184222 0.00357095 0.00104442 0.00102255 0.00164012 0.00120658 0.00151006 0.00134438 0.00110246 0.00080133 0.000694081 0.000661741 0.00254063 0.00335573 0.00138474 0.00122412 0.000756104
threshold=0.11470500000000003 -0.083284999999999984 0.11023000000000002 -0.080349999999999991 0.08846500000000003 -0.085794999999999996 -0.085014999999999993 -0.086304999999999993 -0.087359999999999993 0.11884000000000002 0.11345500000000001 0.10313000000000001 -0.075424999999999992 -0.230515 -0.032929999999999994 -0.08569499999999998 -0.081415000000000001 -0.015069999999999998 -0.012064999999999999 0.087455000000000019 0.093335000000000015
decision_type=2 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 15 8 13 10 11 -9 -11 -5 -15 18 17 -17 19 -1 -18
right_child=-2 3 -4 7 -6 -7 -8 9 -10 12 -12 -13 -14 14 -16 16 20 -19 -20 -21 -22
leaf_value=0.00014852511105871265 -0.0022223331447917558 0.00021307686981589401 -0.00076873161975629049 -0.00023612381555169476 0.001822780113852584 -0.00078801055763120305 0.00039161814448135108 -2.1397097368225816e-05 0.0006708968165762177 0.00057657694434092379 -0.00050140475233849608 0.00045348527760007823 0 -0.00010422941603063805 0.00023803561965939383 -0.00093877434483161527 7.6039788811826874e-05 4.4038181384975617e-05 0.00044762552753208952 -0.00042381037355492999 -0.00022532306232911313
leaf_weight=97 63 80 71 61 63 62 60 1802 56 66 63 61 61 74 239 72 393 63 78 59 104
leaf_count=97 63 80 71 61 63 62 60 1802 56 66 63 61 61 74 239 72 393 63 78 59 104
internal_value=0 2.33337e-05 -6.36871e-05 5.59149e-05 0.000404998 -0.000218253 -8.74455e-06 2.67644e-05 0.000166339 -2.0706e-06 -2.20579e-05 -5.40865e-06 0.000294597 8.86009e-05 0.000154501 -3.74286e-05 -9.10581e-05 -0.000474065 0.000103918 -6.26876e-05 1.13308e-05
internal_weight=0 3685 997 2688 205 142 926 2483 430 2053 1926 1863 127 374 313 866 632 135 234 156 497
internal_count=3748 3685 997 2688 205 142 926 2483 430 2053 1926 1863 127 374 313 866 632 135 234 156 497
is_linear=0
shrinkage=0.0995203


Tree=8397
num_leaves=19
num_cat=0
split_feature=27 1 26 1 9 0 1 6 5 6 6 1 3 26 9 3 4 5
split_gain=0.025576 0.00085224 0.00311128 0.00223632 0.0148447 0.00298531 0.000846162 0.000798173 0.00158267 0.00126123 0.00141125 0.000894807 0.000591699 0.00118546 0.00129741 0.00087477 0.000599654 0.000374731
threshold=0.11470500000000003 -0.083284999999999984 0.11023000000000002 -0.080500000000000002 0.08846500000000003 -0.085794999999999996 -0.085014999999999993 0.11884000000000002 0.052820000000000013 0.11345500000000001 0.10384500000000003 -0.078729999999999994 0.08785500000000003 0.088325000000000028 0.083715000000000026 0.08920500000000002 0.10724500000000002 -0.080724999999999991
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 12 9 17 10 11 -5 13 14 -1 -14 -17 -9
right_child=-2 3 -4 7 -6 -7 -8 8 -10 -11 -12 -13 15 -15 -16 16 -18 -19
leaf_value=-0.0002592970235446619 -0.002001166161897416 0.00021741498418048174 -0.00069222725557716741 -0.00029583751135638916 0.0017265863021453131 -0.00071855182558588253 0.00035264433551348895 0.00020183497509955879 0.00066648737843794375 -0.00042169012160490438 0.00049116263394479982 2.2578995145817936e-05 0.00036378627653991423 -0.00045344373671449707 0.00013173834035700208 -7.3125141251472502e-05 0.00026558847232792111 -0.00018740575849962449
leaf_weight=146 63 77 71 91 57 59 60 48 56 65 62 2123 72 84 196 306 62 50
leaf_count=146 63 77 71 91 57 59 60 48 56 65 62 2123 72 84 196 306 62 50
internal_value=0 2.10163e-05 -5.71855e-05 5.03266e-05 0.000377004 -0.00018261 -7.61036e-06 2.47284e-05 0.000244423 9.92635e-06 2.26125e-05 9.12166e-06 -3.35156e-05 -0.000117667 -3.28013e-05 4.60973e-05 -1.38347e-05 0
internal_weight=0 3685 997 2688 193 136 926 2495 154 2341 2276 2214 866 426 342 440 368 98
internal_count=3748 3685 997 2688 193 136 926 2495 154 2341 2276 2214 866 426 342 440 368 98
is_linear=0
shrinkage=0.0995203


Tree=8398
num_leaves=15
num_cat=0
split_feature=22 1 18 8 17 17 0 18 9 9 1 1 7 7
split_gain=0.0255357 0.0023931 0.000900802 0.00157982 0.000925946 0.0034465 0.00601271 0.00995358 0.000902025 0.00195537 0.00121769 0.000819736 0.00102587 0.00112635
threshold=0.13292500000000004 0.62916000000000016 0.19545000000000004 -0.071344999999999992 0.033280000000000011 0.067035000000000025 -0.084834999999999994 0.10786500000000003 0.091750000000000012 0.094085000000000016 -0.0088199999999999997 0.51334500000000016 0.082845000000000016 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 11 6 -6 -8 10 -10 -7 12 13 -1
right_child=-2 -3 3 -5 5 8 7 -9 9 -11 -12 -13 -14 -15
leaf_value=-2.0855383754417627e-05 -0.0023419425752938942 -0.00065245755796433181 -3.2145919174575044e-06 0.00073736216997406291 -0.00019740835323525262 0.00024804054568494394 0.0019757161972655162 6.982448609557868e-05 -0.00064920002018069886 7.1254600846692495e-06 -7.5666446219350888e-05 0.00032939335602399737 -0.00038322496440269728 0.00037825222009917926
leaf_weight=2444 46 52 65 48 74 231 51 60 59 179 224 68 75 72
leaf_count=2444 46 52 65 48 74 231 51 60 59 179 224 68 75 72
internal_value=0 1.72939e-05 2.70599e-05 0.000304122 1.79768e-05 0.000106678 0.00048834 0.00095288 3.61052e-06 -0.000152138 8.68779e-05 -1.10045e-05 -2.02541e-05 -9.10881e-06
internal_weight=0 3702 3650 113 3537 878 185 111 693 238 455 2659 2591 2516
internal_count=3748 3702 3650 113 3537 878 185 111 693 238 455 2659 2591 2516
is_linear=0
shrinkage=0.0995203


Tree=8399
num_leaves=22
num_cat=0
split_feature=27 0 0 0 6 1 1 3 1 18 9 9 9 9 9 2 2 0 1 9 3
split_gain=0.0206173 0.000741265 0.0129975 0.00130443 0.00119241 0.00108485 0.00292344 0.00466913 0.00209829 0.00260564 0.00234376 0.00115935 0.000754843 0.00121471 0.00109334 0.000722576 0.00172394 0.000914726 0.00199551 0.00102782 0.000565699
threshold=0.11470500000000003 -0.083390000000000006 -0.083814999999999987 -0.082794999999999994 0.11146500000000002 -0.07002499999999999 -0.047889999999999995 0.10134000000000003 -0.076329999999999995 0.11769500000000002 0.094685000000000033 0.095950000000000021 0.088995000000000019 0.08401500000000002 0.11408000000000003 -0.087075 -0.087614999999999985 -0.087184999999999999 -0.082849999999999993 0.08401500000000002 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
left_child=1 2 4 -3 15 8 7 -7 9 11 -10 -5 13 -8 -14 16 20 19 -19 -17 -1
right_child=-2 3 -4 5 -6 6 12 -9 10 -11 -12 -13 14 -15 -16 17 -18 18 -20 -21 -22
leaf_value=-0.00016378400229875457 -0.0017956045195833292 -0.00047710189031729115 0.0017168347262054343 -3.8214208384494939e-05 0.00044402731449656258 0.0010216998559381548 -1.2687055820503133e-05 -7.9494285223085542e-05 -0.00094055522983637035 0.00047880137559365519 -1.4962221814753003e-06 -0.00040356057902261996 0.00014879337392680465 -0.00051294803584156273 -0.00026742875651848843 -7.6394555298773232e-05 0.00066401242266050638 -0.00056222253573297233 -9.5262999446265244e-06 0.00011857597201243375 0.00013262535988319238
leaf_weight=91 63 61 46 674 64 76 183 74 56 90 53 100 332 67 76 550 52 93 223 519 205
leaf_count=91 63 61 46 674 64 76 183 74 56 90 53 100 332 67 76 550 52 93 223 519 205
internal_value=0 1.99957e-05 6.4741e-05 -2.43295e-05 2.19947e-05 -8.36219e-06 7.63568e-05 0.000472987 -7.9556e-05 -2.66439e-05 -0.000491459 -8.64743e-05 -1.28162e-05 -0.000150032 6.92553e-05 5.93659e-06 0.000134519 -2.57804e-05 -0.000174778 1.74979e-05 3.87339e-05
internal_weight=0 3685 1843 1842 1797 1781 808 150 973 864 109 774 658 250 408 1733 348 1385 316 1069 296
internal_count=3748 3685 1843 1842 1797 1781 808 150 973 864 109 774 658 250 408 1733 348 1385 316 1069 296
is_linear=0
shrinkage=0.0995203


Tree=8400
num_leaves=16
num_cat=0
split_feature=22 23 18 18 27 8 18 0 17 1 2 26 5 26 6
split_gain=0.0232145 0.0032709 0.00192378 0.0142377 0.00181482 0.00107697 0.00268198 0.00208662 0.00138837 0.00134503 0.00138519 0.000987449 0.000920091 0.00070802 0.000355049
threshold=0.13264000000000004 -0.068264999999999978 -0.025879999999999997 -0.018864999999999996 0.11510000000000002 -0.086254999999999984 -0.037059999999999989 -0.085754999999999984 -0.0073949999999999997 -0.49837999999999999 -0.085944999999999994 -0.088059999999999986 0.23074000000000006 -0.14859999999999998 -0.086849999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 11 7 9 8 14 -7 -11 13 -13 -5 -3
right_child=-2 2 3 4 -6 6 -8 -9 -10 10 -12 12 -14 -15 -16
leaf_value=-0.00079524594118703562 -0.0022296668663237336 0.0003574119333284013 0.0014510061506940676 0 0.00060543099848495293 -0.00045680025835642495 -0.00083598728020698517 0.00069375665066168611 -0.00050178961272469042 -0.00022182052384927102 2.2128585585839332e-05 -3.2505355602306886e-05 0.00027123611131017045 0.00039625124653556456 -1.8270296039717879e-05
leaf_weight=51 47 46 71 79 51 91 50 49 47 338 710 1858 104 104 46
leaf_count=51 47 46 71 79 51 91 50 49 47 338 710 1858 104 104 46
internal_value=0 -3.61476e-06 7.23996e-06 6.3803e-05 1.85798e-05 -8.52872e-05 -0.000120648 0.000133999 -5.7436e-05 -8.85276e-05 -5.57685e-05 4.24508e-06 -1.59876e-05 0.00022564 0.000160673
internal_weight=0 3695 3644 2267 2196 1377 1189 188 139 1139 1048 2145 1962 183 92
internal_count=3742 3695 3644 2267 2196 1377 1189 188 139 1139 1048 2145 1962 183 92
is_linear=0
shrinkage=0.0995203


Tree=8401
num_leaves=15
num_cat=0
split_feature=10 23 8 8 4 4 18 21 1 6 4 21 21 6
split_gain=0.0185558 0.00360584 0.00169012 0.0102538 0.00197127 0.00171158 0.00218487 0.00131937 0.000937259 0.000962107 0.000765745 0.000783297 0.00078053 0.000646507
threshold=0.096215000000000023 -0.067739999999999995 -0.08569499999999998 -0.086064999999999989 0.11240500000000002 0.10845500000000002 0.14994000000000005 0.090285000000000018 0.44303500000000012 -0.069354999999999986 0.14699000000000004 -0.085574999999999998 -0.072824999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 6 7 -4 9 -6 11 -3 -13 -8
right_child=-2 2 4 -5 8 -7 13 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.00085871387152851395 -0.0018601015120890396 0.0004283984459253892 -0.00011925862383609243 0.0015327234917415595 -0.00027758351624897323 -0.00064101931458721419 0.00013266428511499721 5.703622576720698e-05 0.00050208286033949598 0.00032428277907958596 -0.00033989217628315474 -0.00029627881192439422 6.6261467062348522e-05 0.00068469618060613773
leaf_weight=48 54 56 1549 48 46 50 46 570 90 60 48 62 968 47
leaf_count=48 54 56 1549 48 46 50 46 570 90 60 48 62 968 47
internal_value=0 -1.58822e-06 9.48965e-06 0.00010746 -3.72893e-05 -6.38158e-05 -5.03986e-05 -7.14499e-05 0.000264671 5.53726e-05 4.64098e-05 6.42377e-05 4.36439e-05 0.000420451
internal_weight=0 3688 3640 1182 2458 2262 2212 2119 196 106 1134 1086 1030 93
internal_count=3742 3688 3640 1182 2458 2262 2212 2119 196 106 1134 1086 1030 93
is_linear=0
shrinkage=0.0995203


Tree=8402
num_leaves=13
num_cat=0
split_feature=22 29 27 8 8 10 2 17 8 8 9 0
split_gain=0.0185247 0.00301487 0.00186247 0.00164441 0.00832648 0.00207012 0.000971897 0.00307505 0.00114879 0.000654573 0.00119082 0.000583441
threshold=0.13264000000000004 0.12737000000000004 0.11081000000000003 -0.08569499999999998 -0.086064999999999989 0.09056500000000002 0.094050000000000022 -0.11741999999999998 -0.082014999999999991 -0.090274999999999994 0.083835000000000021 -0.14824999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 8 -8 -5 11 -11 -1
right_child=-2 -3 -4 5 -6 -7 7 -9 -10 10 -12 -13
leaf_value=0.0002123740084710865 -0.0019890703992604523 -0.00079273175843883189 0.00048742112298969735 -0.00018402249175283522 0.0013801865551049384 0.00055413702803113819 -0.00090714474411767517 -5.2786127411906749e-05 -2.5416806790752081e-06 -0.00014683630553481469 0.00024971596437340976 -5.0463490951096232e-05
leaf_weight=96 47 47 79 438 48 55 55 183 1681 99 285 629
leaf_count=96 47 47 79 438 48 55 55 183 1681 99 285 629
internal_value=0 -5.39334e-07 9.4427e-06 -9.08013e-07 9.63938e-05 -4.79216e-05 -6.23178e-05 -0.000253662 -4.04403e-05 4.00902e-05 0.000145348 -1.4531e-05
internal_weight=0 3695 3648 3569 1157 2412 2357 238 2119 1109 384 725
internal_count=3742 3695 3648 3569 1157 2412 2357 238 2119 1109 384 725
is_linear=0
shrinkage=0.0995203


Tree=8403
num_leaves=14
num_cat=0
split_feature=10 7 18 18 21 9 9 9 1 26 1 11 3
split_gain=0.0156328 0.00313646 0.00129444 0.0114721 0.00113631 0.00110524 0.00301364 0.00189861 0.00210111 0.00109835 0.000889592 0.000640442 0.000873039
threshold=0.096215000000000023 0.10303000000000002 -0.025879999999999997 -0.018864999999999996 0.13765500000000006 0.083925000000000013 0.084345000000000017 0.083110000000000031 -0.49837999999999999 -0.231015 -0.49056499999999997 -0.37179999999999996 0.12992500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 -7 8 -1 -5 -8 -11 -13
right_child=-2 -3 3 9 -6 6 10 -9 -10 11 -12 12 -14
leaf_value=-0.00062816745733865035 -0.0017042597932941535 -0.00081520783411587097 0.0013030988294972057 0.00046514841578270452 0.00041852842442623758 0.000729576617068045 0.00034379544315997653 -0.00079144945537565109 2.3926080540439936e-05 -0.00033839548369282268 -9.2990203322961036e-05 -4.3772540785248403e-06 0.00022392065304428836
leaf_weight=64 54 46 71 53 46 49 48 53 199 52 903 1923 181
leaf_count=64 54 46 71 53 46 49 48 53 199 52 903 1923 181
internal_value=0 1.17525e-06 1.17113e-05 5.77581e-05 -6.47705e-05 -8.2286e-05 -3.00814e-05 -0.0002449 -0.000131646 1.73607e-05 -7.00834e-05 5.97326e-06 1.48734e-05
internal_weight=0 3688 3642 2280 1362 1316 1000 316 263 2209 951 2156 2104
internal_count=3742 3688 3642 2280 1362 1316 1000 316 263 2209 951 2156 2104
is_linear=0
shrinkage=0.0995203


Tree=8404
num_leaves=16
num_cat=0
split_feature=6 8 22 4 8 8 2 10 20 0 27 4 8 17 26
split_gain=0.00177122 0.00329361 0.00185677 0.00212508 0.00169768 0.0077788 0.0116272 0.00202859 0.00141796 0.00122697 0.000795769 0.00140266 0.000463026 0.000858146 0.000673253
threshold=0.11766500000000002 -0.07743499999999999 0.13292500000000004 0.15028500000000003 -0.089984999999999996 -0.092094999999999996 -0.082174999999999984 0.09056500000000002 -0.24910499999999999 -0.055729999999999995 0.10274500000000002 0.10533000000000002 -0.41646 -0.0064000000000000003 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 12 -7 10 -3 -10 11 -6 13 -1 -14
right_child=1 8 -4 -5 7 6 -8 -9 9 -11 -12 -13 14 -15 -16
leaf_value=0.00048359403125151207 0.00084053454079828212 0.00050143130923740889 0.00066536071710323924 -0.00061521942638003021 8.3064524559732866e-06 0.0021500159860802924 0.00016948416754725731 0.00062850184641765326 -0.00049720966097722323 0.00017615055366135282 0.00033829544319427133 -0.00025328030814788046 -0.00017944252773836257 -8.7115529924954299e-06 6.8746431092548169e-05
leaf_weight=57 81 48 47 49 2329 46 84 51 52 53 65 222 169 83 297
leaf_count=57 81 48 47 49 2329 46 84 51 52 53 65 222 169 83 297
internal_value=0 0.000326717 4.31019e-05 3.43925e-05 4.39869e-05 0.000177839 0.000876585 6.74127e-06 4.9345e-05 -0.000149527 -5.06729e-06 -1.41372e-05 2.65926e-05 0.00018588 -1.95053e-05
internal_weight=0 234 3499 3452 3403 736 130 2667 153 105 2616 2551 606 140 466
internal_count=3733 234 3499 3452 3403 736 130 2667 153 105 2616 2551 606 140 466
is_linear=0
shrinkage=0.0995203


Tree=8405
num_leaves=16
num_cat=0
split_feature=21 9 10 5 3 3 17 2 5 3 9 5 17 2 2
split_gain=0.0021312 0.00173164 0.0016397 0.00138104 0.003086 0.0171048 0.00130438 0.00207999 0.00129473 0.00322548 0.00359734 0.00138737 0.00111654 0.00096137 0.000948007
threshold=0.20153000000000004 0.15321500000000005 0.09056500000000002 -0.010424999999999999 0.084855000000000028 0.084380000000000024 0.26639000000000007 -0.070724999999999996 -0.0063549999999999995 0.088285000000000016 0.084055000000000032 -0.0050400000000000002 0.11180000000000002 0.13398000000000002 0.096520000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 12 13 -8 9 10 -5 -10 -1 -6 -13
right_child=-2 -3 -4 8 6 -7 7 -9 11 -11 -12 14 -14 -15 -16
leaf_value=0.00013755945734093185 0.00072224929011176946 -0.00050638193592690171 0.00050445008594529031 0.00010673880152734221 3.0251290213209383e-05 0.0018675228703408518 2.4196809241356249e-06 0.00055202963152823834 0.00053462199067048064 0.00033793589673392793 -0.00091042559304263862 -4.3087028413130026e-05 -0.00036422668934368467 -0.00024725423918028455 0.00021716505082844479
leaf_weight=228 47 55 79 54 1262 62 165 120 48 61 89 1114 54 137 158
leaf_count=228 47 55 79 54 1262 62 165 120 48 61 89 1114 54 137 158
internal_value=0 4.63994e-05 5.4998e-05 4.47713e-05 9.86515e-05 0.000370587 4.26156e-05 0.000236707 -2.63904e-05 -0.000259866 -0.000520597 9.07198e-06 3.85698e-05 2.49082e-06 -1.01165e-05
internal_weight=0 3686 3631 3552 2028 344 1684 285 1524 204 143 1320 282 1399 1272
internal_count=3733 3686 3631 3552 2028 344 1684 285 1524 204 143 1320 282 1399 1272
is_linear=0
shrinkage=0.0995203


Tree=8406
num_leaves=19
num_cat=0
split_feature=6 6 22 0 6 6 6 26 5 9 5 8 26 1 17 1 10 27
split_gain=0.00136307 0.00275446 0.0013569 0.00130114 0.00116893 0.00134638 0.00357761 0.00940334 0.0017027 0.00180074 0.00419466 0.00172477 0.00233173 0.00171077 0.00152032 0.000966686 0.000896942 0.000708615
threshold=0.11766500000000002 0.12241500000000002 0.13292500000000004 -0.072039999999999979 -0.53620499999999993 0.087670000000000012 0.082725000000000021 0.088325000000000028 -0.012704999999999999 0.08938500000000002 -0.040404999999999996 -0.087129999999999999 0.087745000000000031 -0.07825 -0.011809999999999999 -0.063809999999999992 0.09056500000000002 0.10262500000000002
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 -3 -1 6 16 14 9 13 -11 -10 -13 -7 -8 -5 17 -6
right_child=1 3 -4 15 5 8 7 -9 11 10 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.00041941311067302553 0.00096606801851243783 -0.00017453780351452496 0.00056591989693596399 0 2.8928840962754515e-06 2.332637387019736e-06 0.00029717840145063385 0.0013338658270644643 0.00020813628953953605 3.5798365669267996e-05 0.0010699581998251989 7.6631255029307072e-05 -0.00051188243173887682 -0.00065939499048003794 -0.0002235532802821448 0.00063244363393644338 0.00038066995299184368 0.0002827168228312295
leaf_weight=57 47 85 47 47 2087 128 123 78 70 235 47 93 217 54 100 55 69 94
leaf_count=57 47 85 47 47 2087 128 123 78 70 235 47 93 217 54 100 55 69 94
internal_value=0 0.000282774 3.3933e-05 0.000106659 2.64526e-05 3.41796e-05 7.03936e-05 0.000392821 -7.43078e-05 5.21779e-05 0.000211061 -0.000230908 -0.000332688 -0.000189506 5.99955e-05 0.000349016 2.68962e-05 1.53285e-05
internal_weight=0 234 3499 187 3452 3395 2551 301 844 464 282 380 310 182 223 102 2250 2181
internal_count=3733 234 3499 187 3452 3395 2551 301 844 464 282 380 310 182 223 102 2250 2181
is_linear=0
shrinkage=0.0995203


Tree=8407
num_leaves=15
num_cat=0
split_feature=21 9 10 17 17 2 26 6 18 6 0 1 6 17
split_gain=0.00155937 0.00137638 0.00111548 0.00104266 0.00269202 0.0114453 0.00258541 0.0017161 0.00263658 0.00104593 0.000918392 0.000958114 0.00161969 0.000518229
threshold=0.20153000000000004 0.15321500000000005 0.09056500000000002 0.033280000000000011 0.070205000000000017 -0.082084999999999991 0.11746500000000003 0.11766500000000002 -0.067359999999999989 0.10681500000000003 0.12433000000000002 0.50996500000000011 -0.41548999999999997 -0.15122999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 -5 -7 9 -9 -6 11 12 -1 -12
right_child=-2 -3 -4 4 7 6 -8 8 -10 -11 13 -13 -14 -15
leaf_value=-0.00055593397695783624 0.00061572802905553929 -0.00045531048487801724 0.0004160435905356957 0.0018287828801166167 1.9448335768997994e-05 -0.00024725157042840154 0.00061816008900052297 0.00096431901625055032 -6.9833034488887271e-05 -0.00042283665878873244 -0.00054277005760362655 0.00035681295153853132 1.6257272327833834e-05 -4.828617617936092e-05
leaf_weight=50 47 55 79 46 588 103 51 47 48 58 46 79 2390 46
leaf_count=50 47 55 79 46 588 103 51 47 48 58 46 79 2390 46
internal_value=0 3.74742e-05 4.51641e-05 3.66849e-05 0.000126531 0.000450917 3.40301e-05 3.78725e-05 0.000433183 -1.89943e-05 3.99101e-06 1.55801e-05 4.19653e-06 -0.000304426
internal_weight=0 3686 3631 3552 941 200 154 741 95 646 2611 2519 2440 92
internal_count=3733 3686 3631 3552 941 200 154 741 95 646 2611 2519 2440 92
is_linear=0
shrinkage=0.0995203


Tree=8408
num_leaves=13
num_cat=0
split_feature=17 4 27 22 7 1 6 6 1 26 3 3
split_gain=0.00191509 0.00162323 0.00167633 0.000806207 0.000809349 0.000908482 0.00115417 0.000551061 0.000588449 0.000508931 0.000515276 0.000615461
threshold=-0.56368999999999991 0.12498500000000003 0.10153000000000002 0.12577000000000002 -0.07553 0.40780000000000011 -0.14051999999999998 0.18123500000000006 -0.077634999999999996 -0.0098899999999999995 0.13547000000000003 0.14940500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 4 -2 7 -7 8 -6 -3 -11 -12
right_child=1 2 -4 -5 5 6 -8 -9 -10 10 11 -13
leaf_value=0.00047823384416677576 0.00037583366197414879 -0.0001395086625619901 0.00068629568818323378 0.000381432194229908 -7.0753644027184099e-05 -6.2724872731345909e-05 -0.00069561967506335024 -0.00032063214496491909 1.7792176433033434e-05 0.0004439859514662293 -0.0001964178687333663 0.00024778449581328265
leaf_weight=84 48 63 61 48 1236 84 46 61 1842 54 50 77
leaf_count=84 48 63 61 48 1236 84 46 61 1842 54 50 77
internal_value=0 -2.18749e-06 0.000217406 -2.23345e-05 -2.84242e-05 -3.46105e-05 -0.00029297 -2.36499e-05 -1.74983e-05 9.68283e-05 0.000183612 6.64558e-05
internal_weight=0 3670 305 3365 3317 3269 130 3139 3078 244 181 127
internal_count=3754 3670 305 3365 3317 3269 130 3139 3078 244 181 127
is_linear=0
shrinkage=0.0995203


Tree=8409
num_leaves=9
num_cat=0
split_feature=17 27 28 10 10 25 0 29
split_gain=0.00155285 0.00136302 0.0011248 0.000915919 0.00130868 0.000916186 0.000612178 0.000456847
threshold=-0.56368999999999991 0.10868000000000001 0.080375000000000016 0.09056500000000002 0.086275000000000018 0.085465000000000027 0.12461500000000002 -0.0068700000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -3
right_child=1 7 -4 -5 -6 -7 -8 -9
leaf_value=0.00043063996614197119 -1.9612212194830234e-05 0.00060089744482337364 -0.00047626281141738578 0.00034832224764674656 -0.00051821936938582466 0.0003800900542995601 0.00023626465218845363 0.00013621539104030552
leaf_weight=84 3248 46 51 71 50 60 95 49
leaf_count=84 3248 46 51 71 50 60 95 49
internal_value=0 -1.94759e-06 -1.20562e-05 -5.10577e-06 -1.261e-05 -4.94053e-06 -1.20959e-05 0.000369837
internal_weight=0 3670 3575 3524 3453 3403 3343 95
internal_count=3754 3670 3575 3524 3453 3403 3343 95
is_linear=0
shrinkage=0.0995203


Tree=8410
num_leaves=13
num_cat=0
split_feature=22 2 4 2 4 30 2 5 26 2 26 6
split_gain=0.00110873 0.00102975 0.00102463 0.00139847 0.0016681 0.000834869 0.00081869 0.001116 0.000657499 0.00137705 0.0010107 0.00056813
threshold=0.13292500000000004 -0.241895 0.12498500000000003 -0.037414999999999997 0.15028500000000003 0.096150000000000027 -0.19220999999999999 0.5252300000000002 0.096685000000000021 -0.072624999999999981 0.095525000000000013 -0.13803499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 11 -3 8 10 -10 -8 -5
right_child=-2 2 3 4 -6 -7 7 -9 9 -11 -12 -13
leaf_value=0.00039961954480806984 0.00048716195566750114 -0.00036675745189823731 0.00059374668349163734 -0.00018279688334607759 -0.00043479214342939806 0.00050371001280618893 -3.4890932427926889e-05 0.00042122302388774533 0.00021308235336177364 -8.1487334177429572e-05 -0.0004530479132751816 0.00026096557513586308
leaf_weight=63 47 67 62 55 52 61 2549 57 321 303 59 58
leaf_count=63 47 67 62 55 52 61 2549 57 321 303 59 58
internal_value=0 4.98504e-07 -6.17713e-06 0.000173651 5.47817e-05 0.000205796 -2.18533e-05 -1.45784e-05 -2.25175e-05 6.87342e-05 -4.46647e-05 3.77305e-05
internal_weight=0 3707 3644 288 226 174 3356 3289 3232 624 2608 113
internal_count=3754 3707 3644 288 226 174 3356 3289 3232 624 2608 113
is_linear=0
shrinkage=0.0995203


Tree=8411
num_leaves=17
num_cat=0
split_feature=17 4 26 3 10 5 2 1 2 2 2 3 17 1 0 17
split_gain=0.00119844 0.000955721 0.000981361 0.000542365 0.00146568 0.00136148 0.00120922 0.0013027 0.00105371 0.000682179 0.00317388 0.00149266 0.000508352 0.000951488 0.000587153 0.000313478
threshold=-0.56368999999999991 0.12498500000000003 -0.088059999999999986 0.08400500000000001 0.09056500000000002 0.63223000000000018 -0.086304999999999993 -0.08616 -0.019910000000000001 -0.086304999999999993 -0.085759999999999989 0.088055000000000022 -0.031185000000000001 0.41527500000000012 -0.066264999999999991 -0.084209999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 9 7 -2 -8 11 -11 -5 -4 -14 -15 -10
right_child=1 2 12 4 -6 -7 8 -9 15 10 -12 -13 13 14 -16 -17
leaf_value=0.00037786785244685225 -8.8453873805098646e-05 0.00056748094323092152 -0.00019474578072206381 0.00028471966308846322 0.00051389832426486034 -0.00053436866418762646 0.00033025264838270035 -0.00070601233180134064 0 -0.00077003244310862426 -1.1095928440438096e-05 -3.4166523151791166e-05 0.00048000403654449569 -0.00016814792900952358 0.00023864088488038791 -0.00033572233935293767
leaf_weight=84 84 51 50 236 53 49 71 61 49 56 2284 369 62 79 63 53
leaf_count=84 84 51 50 236 53 49 71 61 49 56 2284 369 62 79 63 53
internal_value=0 -2.15345e-06 0.000166279 -1.76633e-05 -4.47805e-06 -1.39278e-05 -0.000141427 -0.0003539 3.19258e-05 -4.99055e-06 -2.96084e-05 8.88724e-05 8.25001e-05 0.000154465 6.56385e-06 -0.000167707
internal_weight=0 3670 305 3365 3047 2994 318 145 173 2945 2340 605 254 204 142 102
internal_count=3754 3670 305 3365 3047 2994 318 145 173 2945 2340 605 254 204 142 102
is_linear=0
shrinkage=0.0995203


Tree=8412
num_leaves=26
num_cat=0
split_feature=26 26 26 26 5 17 5 6 6 1 6 6 26 9 21 17 26 6 23 0 21 18 9 9 1
split_gain=0.00472629 0.0119486 0.00192341 0.0322459 0.00101512 0.00253018 0.00184018 0.0009799 0.00158609 0.00128393 0.00223721 0.00196918 0.00133924 0.00128299 0.00329091 0.000964637 0.00181361 0.00107216 0.00091833 0.00149664 0.00231826 0.000860817 0.000803514 0.000761444 0.000730212
threshold=-0.112275 -0.14859999999999998 0.087745000000000031 0.088015000000000024 0.2686150000000001 -0.53015499999999993 0.40249000000000007 -0.049005 -0.063485 -0.087944999999999995 0.089090000000000016 0.086420000000000011 0.11991000000000003 0.11351500000000002 0.086835000000000009 -0.10071499999999999 0.096155000000000018 0.093245000000000022 0.086650000000000019 -0.15137999999999999 0.087785000000000016 -0.12881499999999999 0.11201500000000002 0.088610000000000008 -0.49056499999999997
decision_type=2 2 2 2 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 4 -4 5 -2 -6 8 13 15 11 -11 -12 14 -5 17 -17 -9 19 20 -7 -21 23 -1 -8
right_child=2 -3 3 7 6 18 24 9 -10 10 12 -13 -14 -15 -16 16 -18 -19 -20 21 -22 -23 -24 -25 -26
leaf_value=0.0001272657249004514 -0.00071920914067272244 0.0016944838599318246 -0.0026174689217516567 0.00074300052734186371 0.00072751501910164147 0.0004540363292049522 0.00024868974116466416 -0.0003043201374763322 0.00057843515983654664 -0.00017447338899356514 7.561640432575657e-06 -0.00077444923092946812 -0.0004383704240207715 -0.00042057966681297807 -5.8895945791915568e-05 0.00071412447684409569 -0.00010684500058783857 0.00027469504160557661 -0.00038577499252754835 -0.00041361561592845943 -0.0002054719802472111 2.404462073867219e-06 0.00037545126782004067 -0.00031428150841186986 -0.00020083164830591473
leaf_weight=82 48 55 50 61 54 173 78 81 54 137 475 95 77 60 293 56 48 51 55 51 74 1350 53 71 65
leaf_count=82 48 55 50 61 54 173 78 81 54 137 475 95 77 60 293 56 48 51 55 51 74 1350 53 71 65
internal_value=0 0.000390943 -4.79902e-05 -0.000131248 1.73242e-05 -6.31831e-06 0.000231622 -4.71557e-05 7.10441e-05 -0.000102191 -0.000163848 -0.000423682 -5.31597e-05 2.88527e-06 7.69715e-05 9.91666e-05 0.000327344 -7.4408e-05 1.32942e-05 2.71094e-05 0.000253137 -1.21554e-05 3.89356e-05 -7.22848e-05 3.86372e-05
internal_weight=0 261 3486 1538 1948 1751 197 1488 468 1020 784 232 552 414 354 236 104 132 1703 1648 247 1401 206 153 143
internal_count=3747 261 3486 1538 1948 1751 197 1488 468 1020 784 232 552 414 354 236 104 132 1703 1648 247 1401 206 153 143
is_linear=0
shrinkage=0.0995203


Tree=8413
num_leaves=32
num_cat=0
split_feature=2 18 18 2 2 5 18 18 1 18 5 18 9 9 2 6 5 1 18 29 6 5 0 6 6 5 0 3 9 5 1
split_gain=0.00440623 0.00451161 0.00937117 0.0026635 0.0192115 0.0207139 0.00119851 0.00395913 0.00211147 0.00129667 0.00212039 0.00137032 0.00299617 0.00171337 0.00109082 0.0010731 0.00176084 0.000929992 0.000913902 0.000744915 0.000713812 0.00165717 0.00251046 0.000679717 0.000995068 0.00066732 0.000513977 0.000822257 0.00208404 0.000312988 0.000335698
threshold=-0.097424999999999998 -0.090899999999999995 -0.11166 -0.080069999999999988 -0.080644999999999994 -0.078739999999999991 -0.013125 -0.037059999999999989 -0.083284999999999984 -0.007069999999999999 -0.01554 0.090285000000000018 0.088825000000000029 0.091750000000000012 -0.079604999999999995 -0.074569999999999984 -0.0047599999999999995 -0.089819999999999997 -0.010395 -0.11266 0.098855000000000012 -0.052494999999999993 -0.078664999999999999 0.096175000000000024 0.091795000000000015 0.26245000000000007 -0.079954999999999984 0.11089500000000001 0.095415000000000014 -0.026719999999999997 0.22584000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 4 6 -6 7 15 -9 10 -8 12 -11 -13 -5 16 -2 -17 -12 -16 23 -22 -23 24 -21 -1 29 28 -28 30 -3
right_child=3 26 -4 14 5 -7 9 8 -10 11 18 13 -14 -15 19 17 -18 -19 -20 20 21 22 -24 -25 -26 -27 27 -29 -30 -31 -32
leaf_value=-9.5954786242843424e-05 -0.00011990964236039402 -1.815746058857335e-05 0.0019053636632388828 0.00046388970433265501 -0.0030464139648758645 -8.8034792935364468e-05 0.00084028675148115854 -0.00096155428830571425 -0.00022805615817558857 0 -0.00024870247264564696 -3.1938366792701794e-05 -0.00075664178859104019 0.000658988626455491 0.00038431987105459037 0.00013778217344699551 0.00064000096155161096 -0.00019463388620645061 0.00034259087859021901 2.9420952356652547e-05 -0.00050493155860090188 -0.00054420210137137227 0.00020237787550396577 0.00038878238994910616 -0.00037183108198567035 0.00042354185712488928 -0.00022456982186808974 -0.00038435228630832511 0.00057343526998331409 0.0004201786561820295 0.00030992620043334481
leaf_weight=46 60 75 46 53 46 49 48 77 86 223 53 106 67 52 50 116 58 279 50 1349 89 61 166 49 64 48 82 51 53 47 48
leaf_count=46 60 75 46 53 46 49 48 77 86 223 53 106 67 52 50 116 58 279 50 1349 89 61 166 49 64 48 82 51 53 47 48
internal_value=0 0.000260487 0.000739735 -5.78676e-05 -0.000163481 -0.00152913 -6.10841e-05 -0.000152168 -0.000579578 4.03421e-05 0.000293259 -4.30771e-05 -0.000173036 0.000190274 1.8619e-05 -1.4768e-05 0.000246668 -9.49405e-05 3.03853e-05 5.2612e-06 -4.93808e-06 -0.000140951 0 2.39001e-05 1.06674e-05 0.000160611 6.97186e-05 -4.09926e-05 8.26573e-05 0.000195665 0.00010322
internal_weight=0 496 140 3251 1370 95 1275 676 163 599 151 448 290 158 1881 513 118 395 103 1828 1778 316 227 1462 1413 94 356 186 135 170 123
internal_count=3747 496 140 3251 1370 95 1275 676 163 599 151 448 290 158 1881 513 118 395 103 1828 1778 316 227 1462 1413 94 356 186 135 170 123
is_linear=0
shrinkage=0.0995203


Tree=8414
num_leaves=25
num_cat=0
split_feature=2 2 8 8 5 17 2 17 18 19 27 9 10 10 5 8 5 17 8 17 18 17 17 8
split_gain=0.00378735 0.0106133 0.00181083 0.00704708 0.030141 0.00233637 0.00424496 0.00135169 0.00123099 0.0012283 0.00123792 0.000632554 0.00157701 0.000654264 0.000803279 0.000618033 0.00123174 0.000815604 0.000607551 0.000638974 0.00118198 0.00100134 0.000372088 0.000636912
threshold=-0.13088999999999998 -0.14531999999999998 -0.081234999999999988 -0.083849999999999994 -0.063819999999999988 -0.016659999999999998 -0.082275000000000001 -0.51195499999999994 -0.091594999999999996 -0.099114999999999995 0.10930500000000003 0.095415000000000014 0.090150000000000022 0.085585000000000022 0.063170000000000018 -0.090274999999999994 0.0053250000000000016 0.11180000000000002 -0.080569999999999989 0.048755000000000014 0.13266500000000003 0.021725000000000005 0.24923500000000007 -0.091600000000000001
decision_type=2 2 2 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 7 -5 8 -7 -2 -6 -4 18 13 -13 14 -1 22 17 -17 -11 21 -21 -20 23 -9
right_child=2 -3 9 4 5 6 -8 15 -10 10 -12 12 -14 -15 -16 16 -18 -19 19 20 -22 -23 -24 -25
leaf_value=-9.6183184054986527e-05 -0.00049463684338730456 0.0016582440171809974 -0.00042579680212485426 -0.0029002564157620471 -0.0002554746929190243 -0.0010004954495919636 0.00012282145307657496 -5.4049958583872446e-05 0.00037319561998696242 0.00029908388271691617 0.000522866639484717 0.0006881782721416392 -9.4811633340572719e-05 -0.00033074866074447163 0.00039603097049192349 -1.8375042716330245e-05 0.00056887471023694979 0.00031174288264379117 2.5536432454296996e-05 -0.00017895699522991364 0.00027386666603734609 0.00045110012693422524 0.00012734079542563338 -0.00037461123770217718
leaf_weight=88 57 49 58 46 46 66 65 498 88 76 51 48 51 53 51 480 46 87 1136 327 68 58 82 72
leaf_count=88 57 49 58 46 46 66 65 498 88 76 51 48 51 53 51 480 46 87 1136 327 68 58 82 72
internal_value=0 0.00030246 -4.57671e-05 -0.000121471 -0.00054782 -0.000136382 -0.000436876 -2.05532e-05 0.000151274 2.34582e-05 3.91199e-05 7.1353e-05 0.000276551 -3.01886e-05 7.85241e-05 1.61505e-07 7.25447e-05 3.08342e-05 2.38107e-05 1.01295e-05 -9.893e-05 4.68943e-05 -6.66364e-05 -9.59781e-05
internal_weight=0 340 3407 1633 311 265 131 1322 134 1774 1716 291 99 192 139 1265 613 567 1665 1589 395 1194 652 570
internal_count=3747 340 3407 1633 311 265 131 1322 134 1774 1716 291 99 192 139 1265 613 567 1665 1589 395 1194 652 570
is_linear=0
shrinkage=0.0995203


Tree=8415
num_leaves=29
num_cat=0
split_feature=26 3 8 20 20 8 17 20 17 5 0 21 5 8 8 26 0 3 27 1 8 5 20 22 3 3 5 9
split_gain=0.0033989 0.0135249 0.00146536 0.0029024 0.0230164 0.00111288 0.0011862 0.00110706 0.00239265 0.00124159 0.00242939 0.000892572 0.00113627 0.00104815 0.00187243 0.00186012 0.00145455 0.000700705 0.000586344 0.000565971 0.000537963 0.000805472 0.00115417 0.000888523 0.000910392 0.00171752 0.000712861 0.000417297
threshold=-0.126245 0.08708500000000001 -0.046889999999999994 -0.080869999999999984 -0.081564999999999985 0.0073150000000000012 -0.092649999999999996 -0.085594999999999991 -0.0038549999999999999 -0.02504 -0.10287 -0.072824999999999987 0.0029100000000000007 -0.068099999999999994 -0.070649999999999991 0.11746500000000003 -0.071340000000000001 0.088605000000000017 0.092265000000000028 -0.013975 -0.014854999999999998 -0.43873000000000001 -0.042414999999999994 0.079065000000000024 0.084290000000000018 0.087045000000000025 -0.040404999999999996 0.095785000000000023
decision_type=2 2 2 2 2 2 2 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 -3 -7 9 17 10 -2 12 -5 14 18 16 -15 -9 -13 -11 27 22 -22 24 -23 -26 -25 -4
right_child=2 5 20 11 -6 6 -8 8 -10 19 -12 13 -14 15 -16 -17 -18 -19 -20 -21 21 23 -24 26 25 -27 -28 -29
leaf_value=0.0018629454682843989 -0.00010453608181841282 -0.00029026588763311968 0.00046809874678422535 -5.4135052132052211e-05 -0.0023444102955355373 0.00054365472845975386 -7.757565724202296e-05 0.00022629314089055773 -0.000833940599155244 9.5096894036927998e-05 0.00086962547767384629 -2.342181816169308e-05 -0.00068184323252217947 -0.00042184451559727272 0.00056380765892356279 -0.00056903929165561939 0.00026884048687291807 -0.00025089099873249566 0.00019551097847270813 -0.000351972870933133 -0.00011916177033838789 -0.00034121688686080212 0.00047476344134942501 0 0.00049774784536695069 -6.4302185995755183e-05 0.00053137935149273553 4.1726520665771504e-05
leaf_weight=47 51 83 56 84 49 52 69 63 48 53 48 1575 46 47 59 89 84 59 131 55 48 90 89 55 61 459 51 46
leaf_count=47 51 83 56 84 49 52 69 63 48 53 48 1575 46 47 59 89 84 59 131 55 48 90 89 55 61 459 51 46
internal_value=0 0.000340897 -3.8127e-05 -7.77759e-05 -0.000314971 -5.7585e-06 0.000182634 -4.90264e-05 -0.000238678 0.000102772 0.000359516 -2.96133e-05 -0.000282544 -1.26361e-05 1.24574e-05 -0.000217676 1.47884e-05 0 -6.13059e-06 -0.000124998 6.65109e-05 3.95636e-05 0.000260698 -1.60505e-06 -4.89534e-05 5.63645e-08 0.000263149 0.000283839
internal_weight=0 251 3496 2541 426 204 121 377 170 207 99 2115 130 1985 1765 220 131 122 1706 108 955 853 137 716 610 520 106 102
internal_count=3747 251 3496 2541 426 204 121 377 170 207 99 2115 130 1985 1765 220 131 122 1706 108 955 853 137 716 610 520 106 102
is_linear=0
shrinkage=0.0995203


Tree=8416
num_leaves=23
num_cat=0
split_feature=26 26 5 5 20 10 17 3 5 4 4 11 5 5 3 9 9 9 17 9 1 3
split_gain=0.00170757 0.0147489 0.00310977 0.00881368 0.00125992 0.00156325 0.00152257 0.00110888 0.0012159 0.000828382 0.00188236 0.00143523 0.000762152 0.000648853 0.00136113 0.00121521 0.00139319 0.00116474 0.00156276 0.00216333 0.00163149 0.000462477
threshold=0.083705000000000016 0.082605000000000026 -0.09583499999999999 -0.11517000000000001 0.14849500000000004 0.090150000000000022 -0.55754499999999996 0.11523000000000001 -0.14822499999999997 0.11240500000000002 0.10845500000000002 -0.084384999999999988 -0.092239999999999989 -0.011964999999999998 0.083875000000000019 0.084055000000000032 0.084755000000000011 0.083715000000000026 0.057560000000000014 0.097365000000000021 -0.077634999999999996 0.092510000000000023
decision_type=2 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 8 21 10 -8 -11 -4 17 -15 -16 -17 -14 19 -19 -20 -2
right_child=2 -3 12 -5 -6 -7 9 -9 -10 11 -12 -13 13 14 15 16 -18 18 20 -21 -22 -23
leaf_value=0.00043733512682967617 0 -0.0017218535742722617 -0.00035094692430742756 0.0015307464964315117 -0.0004824184348857153 -0.00053680092832862679 -4.1389147961041049e-05 0.00044917234805514478 0.00034477590920026224 -0.00021895594512569259 -0.00063337093498116385 0.00023555121283943588 0.00052656560987216861 -0.00058948155152783544 0.00032423451095376667 -0.00043149561992894927 -2.4226228801568757e-05 4.4810831062354018e-05 -0.00054621327175560211 0.00064736038189681965 0 -0.00034298813917295974
leaf_weight=73 73 54 66 50 63 57 888 66 64 95 57 239 50 46 85 94 778 437 80 69 161 77
leaf_count=73 73 54 66 50 63 57 888 66 64 95 57 239 50 46 85 94 778 437 80 69 161 77
internal_value=0 -0.000106068 3.08194e-05 0.000312577 -4.62375e-05 -2.61537e-05 -4.01947e-06 9.21226e-05 -1.41702e-05 -2.98502e-05 -7.79623e-05 0.000103824 -1.85704e-05 -5.92848e-06 -5.96047e-05 -3.32797e-05 -6.90679e-05 6.05942e-05 2.83088e-05 0.000128595 -0.000178853 -0.000172778
internal_weight=0 1526 2196 330 1472 1409 1352 280 214 1279 945 334 1866 1800 1003 957 872 797 747 506 241 150
internal_count=3722 1526 2196 330 1472 1409 1352 280 214 1279 945 334 1866 1800 1003 957 872 797 747 506 241 150
is_linear=0
shrinkage=0.0995203


Tree=8417
num_leaves=26
num_cat=0
split_feature=9 9 5 9 20 10 8 8 8 5 3 9 6 1 3 5 8 22 5 3 3 3 3 8 21
split_gain=0.00108069 0.0155346 0.00231901 0.00820277 0.00187586 0.00132191 0.000857703 0.00152262 0.000942902 0.000822679 0.000793655 0.00182514 0.000745073 0.00157118 0.000836605 0.000703096 0.0022831 0.000590808 0.00097093 0.000634573 0.00140405 0.000613897 0.000839503 0.000592472 0.00041846
threshold=0.083925000000000013 0.083715000000000026 -0.09583499999999999 0.08622500000000001 0.14849500000000004 0.089090000000000016 -0.0061900000000000002 -0.050299999999999997 -0.083944999999999992 -0.42170999999999997 0.08511500000000001 0.084595000000000017 0.11816500000000002 -0.050379999999999994 0.093245000000000022 -0.010264999999999998 -0.085289999999999991 0.079065000000000024 -0.061665000000000005 0.088055000000000022 0.08511500000000001 0.090905000000000027 0.098000000000000018 -0.085764999999999994 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 2 2
left_child=1 4 3 -2 17 10 7 8 24 -8 15 -12 14 -14 -13 16 -4 19 -19 20 23 -21 -23 -1 -5
right_child=2 -3 5 6 -6 -7 9 -9 -10 -11 11 12 13 -15 -16 -17 -18 18 -20 21 -22 22 -24 -25 -26
leaf_value=-0.00017432171084496662 0.0014492838845682557 -0.0017041705843898083 -0.00037079625361147964 -0.0001187567483879608 -0.00063532276538695782 -0.00055832396311029475 1.7655407676602413e-05 -0.00052123949864012371 0.00043731955421738095 0.00060359104461855039 0.00045120536802503632 -6.0764191682818567e-05 -0.00055337612529811364 0.00014890655996565783 8.5224123076081576e-05 -0.00040937149073456437 0.00049605232769346413 -5.8948206437750722e-05 0.00044751466179872041 0.00037078960684165619 -0.00046986846585205357 -0.00030441170312515156 5.8252089928784462e-05 0.00012443836379395391 0.00019281574128499044
leaf_weight=121 48 57 80 134 47 46 50 49 58 51 86 936 73 53 665 91 48 71 74 51 89 73 466 143 62
leaf_count=121 48 57 80 134 47 46 50 49 58 51 86 936 73 53 665 91 48 71 74 51 89 73 466 143 62
internal_value=0 -0.000100813 1.39227e-05 0.000218438 -1.95703e-05 -3.01689e-05 7.01721e-05 -1.09452e-05 8.42745e-05 0.000321629 -1.78097e-05 3.36349e-06 -1.84638e-05 -0.000251475 0 -0.000196831 -3.93325e-05 6.27692e-06 0.000193877 -2.17012e-05 -0.000127809 4.03961e-05 7.61555e-06 -9.39249e-06 -1.60214e-05
internal_weight=0 1192 2530 452 1135 2078 404 303 254 101 2032 1813 1727 126 1601 219 128 1088 145 943 353 590 539 264 196
internal_count=3722 1192 2530 452 1135 2078 404 303 254 101 2032 1813 1727 126 1601 219 128 1088 145 943 353 590 539 264 196
is_linear=0
shrinkage=0.0995203


Tree=8418
num_leaves=25
num_cat=0
split_feature=2 2 2 2 3 8 26 8 20 18 4 20 17 1 17 3 8 3 22 18 17 26 6 1
split_gain=0.00171944 0.0166903 0.0114862 0.0010535 0.000704626 0.000645243 0.00228071 0.00157682 0.00149222 0.00160437 0.00170024 0.00115586 0.00106827 0.00178122 0.00147351 0.00114964 0.000757244 0.00121499 0.000619507 0.00101645 0.00193934 0.00169318 0.000364974 0.000153384
threshold=-0.082275000000000001 -0.082594999999999988 -0.082084999999999991 -0.24151999999999998 0.11404500000000002 -0.068099999999999994 0.11746500000000003 -0.06520999999999999 0.10252000000000001 0.086800000000000016 0.087495000000000031 0.0050750000000000005 0.006145000000000002 -0.072005 0.077740000000000017 0.10134000000000003 -0.071594999999999992 0.11404500000000002 0.081580000000000027 0.090795000000000028 -0.032404999999999996 0.091195000000000012 -0.075739999999999988 -0.01504
decision_type=2 2 2 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 18 6 12 -7 9 11 -11 -9 16 14 -14 -15 17 -4 19 21 -21 -5 -6 -20
right_child=2 -3 5 4 22 7 -8 8 -10 10 -12 -13 13 15 -16 -17 -18 -19 23 20 -22 -23 -24 -25
leaf_value=-0.00036247174162008604 0.0015570526124387037 -0.0016510970682049528 0.00013517921765564858 -6.4678429326844034e-05 2.8193261747150886e-05 -0.00056714972163839647 0.00052879032466047245 5.6512123587959728e-05 -0.00045225388565962903 -0.00040344443099586897 0.00023322980454979598 0.00058140374758493913 -0.00085016687672030493 0.00013755247352120167 -0.00014368833753325492 -0.00025883224214430186 0.0004711510702183987 -0.00015485756149201556 6.7432252087088807e-05 -0.00076001950048845289 4.0203692904697243e-05 0.00034399613591153344 0.00042077229027834116 0.00034900323311367302
leaf_weight=89 48 66 522 887 50 58 90 504 75 148 56 46 50 228 79 106 47 195 48 55 62 113 54 46
leaf_count=89 48 66 522 887 50 58 90 504 75 148 56 46 50 228 79 106 47 195 48 55 62 113 54 46
internal_value=0 -0.000104191 3.40454e-05 -3.08902e-05 -7.82603e-06 5.04978e-07 4.50637e-05 -6.47321e-05 -2.85935e-05 1.24621e-05 -0.000224658 0.000101901 8.91538e-06 -0.000109617 -0.000423863 9.30274e-06 8.182e-05 5.51572e-05 -2.97769e-05 -5.10188e-05 -0.000328973 -1.76796e-05 0.000239904 0.000213931
internal_weight=0 1470 2252 1404 1315 2204 1317 887 829 754 204 550 1227 463 129 334 764 717 1211 1117 117 1000 104 94
internal_count=3722 1470 2252 1404 1315 2204 1317 887 829 754 204 550 1227 463 129 334 764 717 1211 1117 117 1000 104 94
is_linear=0
shrinkage=0.0995203


Tree=8419
num_leaves=29
num_cat=0
split_feature=17 1 1 26 1 18 18 0 26 0 5 5 18 8 17 5 4 18 6 5 3 17 20 5 3 20 8 0
split_gain=0.00148129 0.00354346 0.0125988 0.00329719 0.00411396 0.0020215 0.00859186 0.0126765 0.00179566 0.00155045 0.00145216 0.00142913 0.000951934 0.00092995 0.00105129 0.00076684 0.00157278 0.000778194 0.00132881 0.000872198 0.00070357 0.00275055 0.00139095 0.00212195 0.00121554 0.00048257 0.000388956 0.000349177
threshold=0.033280000000000011 -0.081594999999999987 -0.085574999999999998 0.11819500000000002 -0.077084999999999987 0.022040000000000008 0.088635000000000019 -0.083514999999999992 0.11991000000000003 0.12346000000000003 -0.072054999999999994 0.5252300000000002 0.091085000000000013 -0.08237499999999999 -0.032404999999999996 -0.53313499999999991 0.10755500000000003 -0.0058299999999999992 -0.095814999999999997 -0.011964999999999998 0.087625000000000022 0.12374500000000002 -0.014534999999999999 -0.061665000000000005 0.092395000000000019 -0.060199999999999997 -0.085605000000000001 -0.088174999999999989
decision_type=2 2 2 2 2 2 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 26 4 -3 9 7 27 12 11 -5 15 -8 25 -15 16 -1 19 -19 -17 21 -6 23 -22 -24 -14 -2 -7
right_child=1 3 -4 10 20 6 8 -9 -10 -11 -12 -13 13 14 -16 17 -18 18 -20 -21 22 -23 24 -25 -26 -27 -28 -29
leaf_value=-0.00066133060384636669 -0.00023172889472862398 -0.00075647742867212349 0.0019070175913821468 0.00013702568906579171 0.00082147124948667779 -0.00035294256980505966 0.00038622080898595749 -0.0020332333602017198 -0.00053028995740149226 -0.00043133720770800044 0.00094788929004829283 0.00044866725941297009 -7.5283338431367204e-05 -0.00030004270075118623 0.00024174541741654471 0.00012541519188167795 7.3309509618468734e-05 -2.8666122865413332e-05 0.00028238403718451149 -7.4869434522559594e-05 -5.601838186558879e-05 -0.00021767121419680202 0.00053508326054055853 -0.00080533251731209471 5.4415343062548655e-06 0.00026023602412772516 0.00012506990227673952 0
leaf_weight=52 51 78 46 46 46 55 75 57 57 82 47 71 58 139 46 271 61 298 244 1018 171 54 53 49 243 131 73 50
leaf_count=52 51 78 46 46 46 55 75 57 57 82 47 71 58 139 46 271 61 298 244 1018 171 54 53 49 243 131 73 50
internal_value=0 8.81681e-05 0.000500205 0 -7.54043e-05 -5.53385e-05 -0.000206151 -0.000836962 -2.57411e-06 -6.9067e-06 0.00055562 9.95916e-06 6.25956e-05 -1.13712e-07 -0.000160903 -5.64252e-06 -0.000257511 9.45441e-06 0.000109853 -3.21264e-05 9.50664e-06 0.000252148 -3.59305e-05 -0.000226632 0.000103042 0.000152941 -1.50762e-05 -0.00017976
internal_weight=0 957 170 787 694 2765 668 162 506 2097 93 2015 449 374 185 1944 113 1831 542 1289 616 100 516 220 296 189 124 105
internal_count=3722 957 170 787 694 2765 668 162 506 2097 93 2015 449 374 185 1944 113 1831 542 1289 616 100 516 220 296 189 124 105
is_linear=0
shrinkage=0.0995203


Tree=8420
num_leaves=22
num_cat=0
split_feature=18 18 18 17 18 8 1 5 1 8 23 8 1 17 2 26 26 6 17 17 0
split_gain=0.0086203 0.00131696 0.00437564 0.0127027 0.00166856 0.00139393 0.00112649 0.00239017 0.00110935 0.00196581 0.00109957 0.00124835 0.0010628 0.00103842 0.000889074 0.000740867 0.00148229 0.000973973 0.000550442 0.000291629 0.000491456
threshold=0.26473000000000008 0.087810000000000013 0.093060000000000018 0.0036400000000000009 0.084900000000000017 -0.052214999999999998 -0.078509999999999983 -0.079124999999999987 -0.049499999999999995 -0.065539999999999987 -0.022119999999999997 -0.0077949999999999998 -0.0059699999999999996 0.51775000000000015 -0.076524999999999996 -0.23033499999999998 -0.24193000000000001 -0.46637499999999998 -0.031185000000000001 -0.0014149999999999998 -0.070134999999999989
decision_type=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 7 -4 9 14 11 -1 -10 15 -8 16 -12 -17 -14 20 -9
right_child=-2 2 6 -5 -6 -7 8 19 12 -11 13 -13 18 -15 -16 17 -18 -19 -20 -21 -22
leaf_value=3.9741785888413134e-05 0.0011183706612005776 -0.00035390724988055525 0.00082311489742502135 -0.0019530284980100038 0.00049871282658934038 0.00027724972193989727 -0.00026662365937121671 -0.00031177334339122209 0.00040097447661003953 -0.00079780213157694478 -3.4668373398845116e-05 0.0007350899089273073 -0.00033310534938229424 0.00036234275157582266 0.00028752015882599249 -0.00031525522384444419 0.00067497940835790752 1.2977271638525048e-05 5.5112411781466439e-05 0.00023275710694628239 0.00011882863502020573
leaf_weight=62 72 70 50 46 80 68 70 46 70 48 67 47 51 87 48 93 49 2399 117 47 58
leaf_count=62 72 70 50 46 80 68 70 46 70 48 67 47 51 87 48 93 49 2399 117 47 58
internal_value=0 1.83856e-05 -9.51914e-05 -0.000520434 4.97417e-05 -3.69703e-05 3.27855e-05 0.000226191 -6.14124e-05 -0.000259983 3.66403e-05 0.000347081 7.3647e-05 2.37806e-05 -3.42717e-05 1.21727e-05 0.00025804 3.99317e-07 -5.78667e-05 2.31131e-05 -6.37586e-05
internal_weight=0 3673 789 184 2884 138 605 201 404 166 2804 109 238 2695 118 2608 116 2492 168 151 104
internal_count=3745 3673 789 184 2884 138 605 201 404 166 2804 109 238 2695 118 2608 116 2492 168 151 104
is_linear=0
shrinkage=0.0995203


Tree=8421
num_leaves=22
num_cat=0
split_feature=18 9 9 9 18 4 9 9 8 9 26 17 26 27 20 17 17 17 21 3 0
split_gain=0.00698803 0.00119822 0.0144113 0.00113725 0.00392346 0.00117175 0.00475519 0.000648086 0.0015384 0.00095486 0.000609323 0.00168172 0.00111817 0.000587568 0.000794163 0.000501209 0.00172775 0.00125226 0.000666698 0.00130611 0.0012418
threshold=0.26473000000000008 0.088325000000000028 0.088710000000000025 0.08951000000000002 -0.015440000000000001 0.10739000000000003 0.11408000000000003 0.087495000000000031 -0.087374999999999994 0.087885000000000019 0.096685000000000021 0.51392000000000015 0.098495000000000013 -0.0027049999999999995 -1.0000000180025095e-35 -0.068169999999999994 -0.05543 -0.032404999999999996 0.083545000000000022 0.10850000000000003 -0.081604999999999997
decision_type=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 10 -7 13 -9 -10 11 -5 -12 14 -1 18 -17 -18 20 -20 -15
right_child=-2 2 3 5 -6 6 -8 8 9 -11 12 -13 -14 15 -16 16 17 -19 19 -21 -22
leaf_value=0.00057043834501829176 0.0010070702126912024 -0.0015238724005730098 0.0010346504168474839 -0.00014107799450559285 -9.923744545248318e-05 0.00087461308628175528 -0.00036340449326688898 0.00071820999981809695 0.00031173503085532372 -0.00024503336863289995 0.00048183405340780991 0.0004772189489867271 -8.3212118940574968e-06 -0.00027739379000527975 0 0.00060555838413711921 -0.00044850603970799182 6.9407301951888794e-05 0.00022290912929557458 -0.00026508694624403835 7.4308325973902406e-05
leaf_weight=49 72 63 46 692 85 64 58 50 67 55 51 46 451 216 48 58 48 1077 196 74 179
leaf_count=49 72 63 46 692 85 64 58 50 67 55 51 46 451 216 48 58 48 1077 196 74 179
internal_value=0 1.66446e-05 -4.93577e-05 1.2314e-05 0.000292673 -1.40505e-05 0.000279337 6.55431e-05 0.00025186 5.40228e-05 -4.35763e-05 -0.00010143 3.98448e-05 4.86459e-05 0.000288598 3.5608e-05 7.46794e-05 4.6582e-05 -3.26669e-05 8.61301e-05 -0.000115942
internal_weight=0 3673 1556 1493 131 1362 122 2117 172 122 1240 738 502 1945 97 1848 1183 1125 665 270 395
internal_count=3745 3673 1556 1493 131 1362 122 2117 172 122 1240 738 502 1945 97 1848 1183 1125 665 270 395
is_linear=0
shrinkage=0.0995203


Tree=8422
num_leaves=16
num_cat=0
split_feature=18 18 18 26 17 17 17 26 18 9 17 3 5 9 10
split_gain=0.00566551 0.00103013 0.0137304 0.000769244 0.000755165 0.00102656 0.000782151 0.00137897 0.000683387 0.00105164 0.00076888 0.00149826 0.00106395 0.000989142 0.000564882
threshold=0.26473000000000008 0.092235000000000025 0.093865000000000018 0.40795000000000009 0.51775000000000015 0.51041000000000014 0.25342000000000009 0.089880000000000029 0.10361000000000002 0.088325000000000028 -0.032404999999999996 0.10871500000000002 -0.061665000000000005 0.096385000000000012 0.09056500000000002
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 -4 11 -10 13 -12 -1
right_child=-2 2 8 -5 -6 -7 7 -9 10 -11 12 -13 -14 -15 -16
leaf_value=8.8563337612299942e-06 0.00090684650139390578 -0.0017185510342934583 0.00048654766266993172 0.00037133474723301447 0.00032270565988270399 -0.0004146850632407447 0.00057689998894058672 0 9.6095443210869217e-05 -2.8424277099595877e-05 0.00011652377365398562 -0.00054243399577779273 0.00044202551685633607 -0.00031045214254261163 0.00028136191132231594
leaf_weight=2585 72 48 73 68 86 52 70 101 70 79 150 72 58 83 78
leaf_count=2585 72 48 73 68 86 52 70 101 70 79 150 72 58 83 78
internal_value=0 1.50114e-05 -0.000100126 3.9255e-05 3.13815e-05 2.24166e-05 3.07257e-05 0.000237424 3.12691e-05 0.000213512 -3.08148e-05 -0.000221901 5.96169e-05 -3.20616e-05 1.71455e-05
internal_weight=0 3673 633 3040 2972 2886 2834 171 585 152 433 142 291 233 2663
internal_count=3745 3673 633 3040 2972 2886 2834 171 585 152 433 142 291 233 2663
is_linear=0
shrinkage=0.0995203


Tree=8423
num_leaves=18
num_cat=0
split_feature=18 20 18 18 1 1 2 3 6 26 9 9 18 18 18 19 6
split_gain=0.00459264 0.00112175 0.00103822 0.0113172 0.000705099 0.00270924 0.000938305 0.00148267 0.00141729 0.000653369 0.000669459 0.00224482 0.00135692 0.00133214 0.0008511 0.000417598 0.00039479
threshold=0.26473000000000008 0.15091500000000005 0.092235000000000025 0.093865000000000018 -0.078509999999999983 -0.081224999999999992 -0.078289999999999985 0.10871500000000002 -0.081250000000000003 0.40795000000000009 0.09227500000000001 0.093335000000000015 0.089365000000000014 0.087505000000000013 1.0000000180025095e-35 0.080020000000000022 -0.12640499999999996
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 15 8 -8 -6 10 12 -12 13 -1 -13 -5 -3
right_child=-2 16 3 4 6 -7 7 -9 -10 -11 11 14 -14 -15 -16 -17 -18
leaf_value=4.5206097019864352e-05 0.00081659686812190601 0.0005407605612619095 -0.0015976009266871667 -0.00020667303615526118 5.4410417100370561e-05 0.00079609936248984444 0.00022552010910750178 -0.00024580792804134425 -0.00065781779934823983 0.00033437944668655248 -0.00053020175990316654 -3.0585262921601706e-05 0.00046234197332623706 -0.00049513166524264808 0.00039399218859707163 0.00015107610995918525 0.00012039629242469052
leaf_weight=2077 72 51 47 80 50 50 160 112 57 68 89 557 76 46 51 52 50
leaf_count=2077 72 51 47 80 50 50 160 112 57 68 89 557 76 46 51 52 50
internal_value=0 1.35899e-05 4.1097e-06 -0.000114085 8.74282e-06 0.000171028 -6.70284e-05 2.84342e-05 -0.00031735 2.86311e-05 2.11692e-05 -6.33147e-05 4.83197e-05 3.31127e-05 3.68257e-06 -5.95398e-05 0.000340765
internal_weight=0 3673 3572 608 561 182 379 272 107 2964 2896 697 2199 2123 608 132 101
internal_count=3745 3673 3572 608 561 182 379 272 107 2964 2896 697 2199 2123 608 132 101
is_linear=0
shrinkage=0.0995203


Tree=8424
num_leaves=12
num_cat=0
split_feature=0 22 18 9 3 9 9 2 9 26 0
split_gain=0.00300213 0.00155332 0.000902212 0.000774995 0.00116476 0.000839426 0.00122284 0.00109229 0.000767666 0.00105487 0.000522767
threshold=-0.26289499999999993 0.12431000000000002 0.23251500000000005 0.13087500000000005 0.13085500000000003 0.09667000000000002 0.097680000000000031 -0.07360499999999999 0.096225000000000019 0.11377500000000003 -0.081195000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 8 -7 -8 9 -2 -4
right_child=1 -3 10 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00078955895868915735 1.4400320023646657e-05 0.00046231175473286906 -0.00053034745646187765 -3.8979270380814892e-05 0.00061554779665409743 -0.00054337762669199512 -0.00022830322092723846 7.6421087815872838e-05 0.0003930958817768218 -0.00024855704202137336 -4.7863482242544778e-05
leaf_weight=49 2714 69 52 55 49 63 227 234 50 160 46
leaf_count=49 2714 69 52 55 49 63 227 234 50 160 46
internal_value=0 -5.12752e-06 -1.41883e-05 -5.73489e-06 0.000261532 -1.40337e-05 -0.000130105 -7.18518e-05 6.48705e-06 0 -0.000312229
internal_weight=0 3719 3650 3552 104 3448 524 461 2924 2874 98
internal_count=3768 3719 3650 3552 104 3448 524 461 2924 2874 98
is_linear=0
shrinkage=0.0995203


Tree=8425
num_leaves=15
num_cat=0
split_feature=5 2 3 8 9 2 23 6 4 4 6 5 6 3
split_gain=0.00101604 0.00230047 0.00114761 0.00129146 0.00230338 0.00658577 0.0010605 0.000514029 0.000521824 0.00120609 0.0013931 0.000778429 0.000418131 0.000373998
threshold=-0.53313499999999991 0.11665500000000002 0.13902500000000004 -0.39070999999999995 0.11351500000000002 0.040040000000000013 -0.017849999999999998 0.13225500000000004 0.12028000000000003 0.10676500000000003 -0.083069999999999991 0.51100000000000012 -0.42102499999999998 0.10134000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 -2 8 9 11 -11 -8 -10 -9
right_child=2 -3 3 4 -6 -7 7 13 12 10 -12 -13 -14 -15
leaf_value=1.7542955665913737e-05 -0.00039747822323346534 -0.00081063417543826425 -0.0001621803185346296 2.1582167391985833e-05 -0.0001584429451980526 0.0015130918811119543 3.2024706621936414e-07 -2.3029847128517419e-05 0 -5.5960647097268835e-05 0.00050382169378368935 -0.0002238402474024113 -0.00041954847485875128 -0.00044496003930271489
leaf_weight=90 72 51 69 81 61 47 2769 46 47 75 99 162 53 46
leaf_count=90 72 51 69 81 61 47 2769 46 47 75 99 162 53 46
internal_value=0 -0.000276205 -3.60206e-06 0.000198409 0.000334384 0.000575642 -1.93152e-05 -1.08085e-05 -3.89106e-06 3.0555e-06 0.000257832 -1.17901e-05 -0.000227768 -0.000242893
internal_weight=0 141 3627 258 189 128 3369 3297 3205 3105 174 2931 100 92
internal_count=3768 141 3627 258 189 128 3369 3297 3205 3105 174 2931 100 92
is_linear=0
shrinkage=0.0995203


Tree=8426
num_leaves=15
num_cat=0
split_feature=0 22 9 2 9 9 0 20 9 9 26 26 26 9
split_gain=0.00209622 0.00121359 0.000566471 0.000913924 0.000770949 0.00101768 0.00129213 0.00309679 0.00150842 0.000678617 0.000898407 0.00207167 0.000892488 0.000512561
threshold=-0.26289499999999993 0.12431000000000002 0.11891000000000003 -0.043929999999999997 0.09667000000000002 0.097365000000000021 -0.072274999999999992 -0.077154999999999987 0.099125000000000033 0.096225000000000019 0.11377500000000003 0.12086000000000002 0.093245000000000022 0.14523000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 13 9 -6 7 -7 -8 10 12 -12 -2 -4
right_child=1 -3 3 -5 5 6 8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.00065948812921298738 -1.3931335120917339e-05 0.00040918482877511125 0.00020116279398498991 0.00054441693095342171 -0.00058577338180279147 -0.00053671844364848377 -0.00072339819985977845 0.00038700597855746948 -0.00010904902790872684 0.00036148753222066458 -0.0006774413883766584 4.2167385260404868e-05 0.00017158992211696792 -0.00020555327824524821
leaf_weight=49 2495 69 70 46 46 50 50 125 215 50 64 99 286 54
leaf_count=49 2495 69 70 46 46 50 50 125 215 50 64 99 286 54
internal_value=0 -3.9622e-06 -1.19967e-05 0.000164851 -2.0871e-05 -0.000137157 -8.83961e-05 0.000118407 -0.000228053 -1.72145e-06 -8.16815e-06 -0.000235356 4.85344e-06 1.74427e-05
internal_weight=0 3719 3650 170 3480 486 440 175 265 2994 2944 163 2781 124
internal_count=3768 3719 3650 170 3480 486 440 175 265 2994 2944 163 2781 124
is_linear=0
shrinkage=0.0995203


Tree=8427
num_leaves=13
num_cat=0
split_feature=0 22 18 9 9 9 9 1 1 17 0 1
split_gain=0.00169969 0.000984117 0.000719137 0.000580604 0.000551095 0.00117275 0.00111599 0.000576885 0.00154722 0.000614507 0.000412144 0.000242563
threshold=-0.26289499999999993 0.12431000000000002 0.23251500000000005 0.13087500000000005 0.09697500000000002 0.097680000000000031 0.098720000000000016 -0.49837999999999999 -0.54365999999999992 -0.55286000000000002 -0.081195000000000003 0.15756500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 -6 -7 8 -2 -9 -4 -5
right_child=1 -3 10 11 5 6 -8 9 -10 -11 -12 -13
leaf_value=-0.00059385576529947929 0.0002854261736426695 0.00036846282330299198 -0.00047067810052459628 6.9152660515078035e-05 -0.00058171339037955375 0.00038932638604808939 -0.00011094809450275964 0.00033801113662113648 -0.00036656746869776391 9.8835274687573656e-06 -3.9946984683321691e-05 0.00039649137692574057
leaf_weight=49 50 69 52 56 47 49 412 58 121 2711 46 48
leaf_count=49 50 69 52 56 47 49 412 58 121 2711 46 48
internal_value=0 -3.54597e-06 -1.08028e-05 -3.23197e-06 -1.0447e-05 -0.000106248 -5.59978e-05 5.82795e-06 -0.000171139 1.70522e-05 -0.000276852 0.000228104
internal_weight=0 3719 3650 3552 3448 508 461 2940 171 2769 98 104
internal_count=3768 3719 3650 3552 3448 508 461 2940 171 2769 98 104
is_linear=0
shrinkage=0.0995203


Tree=8428
num_leaves=17
num_cat=0
split_feature=18 18 2 2 26 8 26 26 11 4 8 1 10 4 9 4
split_gain=0.0116102 0.0083571 0.00225289 0.0163373 0.000849727 0.00179227 0.000899616 0.00318743 0.00140539 0.00182873 0.0011801 0.00101475 0.000597242 0.000719928 0.000823103 0.000652785
threshold=0.23251500000000005 0.31690500000000005 -0.10018999999999999 -0.10598499999999998 -0.23202999999999999 0.085560000000000011 0.11699500000000003 0.11880500000000002 -0.08577499999999999 0.12665500000000005 -0.012329999999999999 0.41696500000000009 0.09056500000000002 0.10606500000000003 0.095415000000000014 0.079225000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 12 -4 6 8 -8 9 -6 -9 -10 13 14 15 -1
right_child=1 -3 4 -5 5 -7 7 10 11 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00011159365535533157 -0.0020123779932803474 -0.00012553856561225505 -0.00036993113826730981 0.0019512783843481597 6.5579577670270698e-05 0.00060231919889236301 -0.00089435082424494956 8.8087205147824156e-05 1.1039921598026813e-05 -0.00076379934346187484 -0.00046229717494152624 0.00026774205310119685 0.00028659326794348427 -0.00034228290613953934 0.00032171837857759286 -0.00025495430372740092
leaf_weight=93 48 47 61 49 50 49 50 194 2543 52 48 163 70 61 73 96
leaf_count=93 48 47 61 49 50 49 50 194 2543 52 48 163 70 61 73 96
internal_value=0 -0.00108751 2.68968e-05 0.00023756 -1.85544e-06 5.01468e-06 -4.16252e-06 -0.000170613 1.28549e-05 -0.000349215 -1.76973e-05 2.68053e-05 2.18074e-05 -3.30421e-05 3.58322e-05 -7.02581e-05
internal_weight=0 95 3652 442 3210 3149 3100 292 2808 102 242 2706 393 323 262 189
internal_count=3747 95 3652 442 3210 3149 3100 292 2808 102 242 2706 393 323 262 189
is_linear=0
shrinkage=0.0995203


Tree=8429
num_leaves=19
num_cat=0
split_feature=18 18 2 2 7 1 18 2 2 18 3 1 26 1 7 7 9 3
split_gain=0.00943126 0.00676035 0.00182946 0.0132438 0.000785868 0.000790413 0.000835885 0.00202299 0.00299754 0.00090962 0.00133626 0.000897233 0.000801095 0.000547034 0.00075545 0.0014851 0.000826043 0.000609775
threshold=0.23251500000000005 0.31690500000000005 -0.10018999999999999 -0.10598499999999998 -0.10984999999999999 -0.50954999999999984 0.11362500000000002 -0.076524999999999996 -0.079555000000000001 0.10085500000000001 0.090995000000000006 -0.072579999999999992 -0.23202999999999999 -0.49056499999999997 0.058975000000000007 0.085015000000000021 0.098465000000000011 0.090360000000000024
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 13 -4 -6 9 8 -8 12 -11 -9 -7 -1 16 -16 17 -15
right_child=1 -3 4 -5 5 6 7 11 -10 10 -12 -13 -14 14 15 -17 -18 -19
leaf_value=0.00024966754380322746 -0.0018121058033933957 -0.00011304499224257674 -0.00036481359790221447 0.0017570868027214008 -0.00030971051252223021 -0.00036509663824296784 1.8772743920733042e-05 0.00039182627285846988 -0.0010661508142026949 -8.2887416378085393e-05 0.00058386619389777018 -0.0001000533850911696 2.499471850300613e-05 -0.0002325273094219953 0.00060212277461814412 -0.00017659509325254369 -0.00039479341053072248 0.00019363384045580212
leaf_weight=82 48 47 58 49 77 53 49 53 49 49 69 116 2637 59 46 49 81 76
leaf_count=82 48 47 58 49 77 53 49 53 49 49 69 116 2637 59 46 49 81 76
internal_value=0 -0.000980135 2.42646e-05 0.000214103 -1.62002e-06 4.8034e-06 1.29453e-05 -0.00015484 -0.000515336 2.91907e-05 0.000300057 4.93609e-05 1.70046e-05 1.96372e-05 -3.83817e-05 0.000191851 -0.000143432 1.32172e-06
internal_weight=0 95 3652 442 3210 3152 3075 267 98 2808 118 169 2690 393 311 95 216 135
internal_count=3747 95 3652 442 3210 3152 3075 267 98 2808 118 169 2690 393 311 95 216 135
is_linear=0
shrinkage=0.0995203


Tree=8430
num_leaves=18
num_cat=0
split_feature=18 18 18 20 20 19 18 28 7 18 0 6 2 5 18 5 6
split_gain=0.00803474 0.00177464 0.0159635 0.000995579 0.00204068 0.00157589 0.00125556 0.000868668 0.000753873 0.000871035 0.00138601 0.00432277 0.000923532 0.000810338 0.00127326 0.000811173 0.000368289
threshold=0.26473000000000008 -0.10082999999999999 -0.10872 -0.081689999999999999 -0.077044999999999988 0.0069650000000000016 -0.1394 0.080375000000000016 -0.10984999999999999 0.11362500000000002 -0.070134999999999989 0.096435000000000021 -0.054390000000000001 0.060575000000000011 -0.060544999999999995 0.049800000000000011 -0.049814999999999991
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 -5 6 -6 8 -3 13 11 -11 -12 15 -15 -10 -1
right_child=-2 7 -4 4 5 -7 -8 -9 9 10 12 -13 -14 14 -16 -17 -18
leaf_value=-5.9013262340807707e-05 -0.001049745493382442 -0.00037211020048551002 0.0019193392374610388 0.00068845736984472956 0.00028758865864716266 -0.00043157470790811619 -0.00019999971376500914 -0.00035952474014790413 3.7877551512693401e-05 -4.3402930925482089e-05 0.00044641468338822742 -0.0011473303083748485 -0.00011269814005031004 -0.00034952513689200608 2.1004557246886558e-05 0.00044104807332283867 -0.00047426369880477484
leaf_weight=47 71 53 48 48 148 68 79 68 2308 146 49 47 69 139 260 51 48
leaf_count=47 71 53 48 48 148 68 79 68 2308 146 49 47 69 139 260 51 48
internal_value=0 1.91069e-05 0.000196327 5.63436e-06 8.64239e-05 -8.75916e-06 0.000114293 -7.63617e-06 0 6.45493e-06 -0.000151067 -0.000316477 0.000112538 2.45144e-05 -0.000106026 4.69409e-05 -0.000277441
internal_weight=0 3676 486 438 343 295 227 3190 3122 3069 311 193 118 2758 399 2359 95
internal_count=3747 3676 486 438 343 295 227 3190 3122 3069 311 193 118 2758 399 2359 95
is_linear=0
shrinkage=0.0995203


Tree=8431
num_leaves=17
num_cat=0
split_feature=18 2 2 6 17 2 4 0 4 21 18 9 10 0 7 4
split_gain=0.00651391 0.00154701 0.0104426 0.000904395 0.00134902 0.000767236 0.000643134 0.00130559 0.00114084 0.00105232 0.000908872 0.000688258 0.000580011 0.000758236 0.000707862 0.00155271
threshold=0.26473000000000008 -0.10018999999999999 -0.10598499999999998 0.14653500000000005 -0.088525000000000006 0.42136500000000005 0.10495500000000003 -0.098180000000000003 0.096160000000000009 -0.055524999999999998 0.10085500000000001 0.090465000000000031 0.09056500000000002 0.12433000000000002 0.081390000000000018 0.10495500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 5 -5 6 7 8 -3 -8 -11 -9 13 14 15 -1
right_child=-2 3 -4 4 -6 -7 9 11 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=-2.6101474065767185e-05 -0.00094527455171861379 -0.00010347283343400162 0.0015619749366549171 -0.00066945872754593414 0 -0.00031233639054293884 0.00056871172606342223 6.6791210785525147e-05 -0.0006088629229359945 8.5321307607178884e-07 0.0004652762088247801 -4.7303442945475076e-05 0.00027994761419323263 -0.00033454807106710126 -0.00030865044456981845 0.0006051129767739498
leaf_weight=160 71 353 49 50 77 74 48 1394 52 306 49 831 70 67 46 50
leaf_count=160 71 353 49 50 77 74 48 1394 52 306 49 831 70 67 46 50
internal_value=0 1.71167e-05 0.000191813 -6.50643e-06 -0.000266911 3.87424e-06 1.18591e-05 -5.78238e-06 -0.000170384 0.00012902 6.72627e-05 2.38109e-05 1.88953e-05 -3.51451e-05 4.00166e-05 0.00012029
internal_weight=0 3676 442 3234 127 3107 3033 2630 405 403 355 2225 393 323 256 210
internal_count=3747 3676 442 3234 127 3107 3033 2630 405 403 355 2225 393 323 256 210
is_linear=0
shrinkage=0.0995203


Tree=8432
num_leaves=18
num_cat=0
split_feature=18 3 4 10 3 18 6 3 6 21 3 18 4 18 4 13 11
split_gain=0.0119297 0.00386147 0.016511 0.00164281 0.0036157 0.000804858 0.00169359 0.00481728 0.000956738 0.000995089 0.000933473 0.000579111 0.000648708 0.00145299 0.00144926 0.000497998 0.000819224
threshold=0.31690500000000005 0.07728500000000002 0.099960000000000021 0.087405000000000024 0.11089500000000001 0.0036600000000000005 0.090600000000000028 0.087925000000000017 0.089165000000000022 -0.08861999999999999 0.093615000000000018 0.022040000000000008 0.10353000000000002 0.082540000000000016 0.11689000000000002 0.089365000000000014 -0.079924999999999982
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 6 8 -8 9 -3 -9 -7 13 -13 -14 16 -4
right_child=-2 3 15 4 -6 11 7 10 -10 -11 -12 12 14 -15 -16 -17 -18
leaf_value=-0.0020638973262530505 0.001585429912060389 0.00030099354098140014 0.0001099626957963118 0.00098076447902361685 -0.0001615115463897855 0.00040485745283873239 -0.0010251731327832409 -0.000251113739494417 0.00035517100218148263 -3.4371658211295425e-05 4.8647290445550637e-05 -0.00047810080131201459 0.00069191446258634354 4.701313282624211e-05 0 0.00029738343233825962 -0.00039306508773119211
leaf_weight=48 46 92 80 52 56 47 63 187 71 1739 221 56 47 754 82 46 52
leaf_count=48 46 92 80 52 56 47 63 187 71 1739 221 56 47 754 82 46 52
internal_value=0 -2.71201e-05 -0.000425714 -9.01209e-07 0.000380894 -1.34206e-05 -4.50225e-05 -0.000213998 -2.74789e-06 -1.70739e-05 -8.67368e-05 6.18053e-05 4.37626e-05 9.69828e-06 0.000251309 1.14453e-05 -8.19981e-05
internal_weight=0 3693 226 3467 108 3359 2373 471 1902 1831 408 986 939 810 129 178 132
internal_count=3739 3693 226 3467 108 3359 2373 471 1902 1831 408 986 939 810 129 178 132
is_linear=0
shrinkage=0.0995203


Tree=8433
num_leaves=14
num_cat=0
split_feature=28 17 17 8 18 18 17 2 6 0 2 26 8
split_gain=0.0155426 0.014565 0.000804637 0.00148055 0.00160002 0.00249455 0.000993718 0.000664186 0.00198461 0.00267233 0.00120962 0.000558611 0.000545193
threshold=0.083225000000000021 -0.57205499999999987 -0.53166999999999998 -0.069939999999999988 -0.060544999999999995 -0.12363 -0.50029000000000001 -0.082904999999999993 0.087670000000000012 -0.087184999999999999 -0.082484999999999989 -0.22971 -0.085814999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -4 8 12 -10 -9 -12 -8
right_child=-2 2 6 4 -6 -7 7 10 9 -11 11 -13 -14
leaf_value=0.001659386098071134 -0.0014754412998486805 0.00062633083864890415 -0.00037219474461380639 0.00027906982746772634 0.0004959428405974394 -0.00073354931213237952 -0.00010653037010974804 0.00045619685430648262 0.00024428879058503304 -0.00041980302318771206 0.0003205796877851346 4.213790747388527e-06 7.2854502232061309e-05
leaf_weight=53 70 56 75 48 47 47 239 63 76 264 57 2091 553
leaf_count=53 70 56 75 48 47 47 239 63 76 264 57 2091 553
internal_value=0 2.15318e-05 -2.24802e-06 0.00019253 1.56891e-05 -0.000213293 -1.37708e-05 -5.48467e-06 -6.76817e-05 -0.000268951 2.5989e-05 1.29901e-05 1.76883e-05
internal_weight=0 3669 3616 198 142 95 3418 3343 1132 340 2211 2148 792
internal_count=3739 3669 3616 198 142 95 3418 3343 1132 340 2211 2148 792
is_linear=0
shrinkage=0.0995203


Tree=8434
num_leaves=16
num_cat=0
split_feature=28 1 10 10 2 2 1 1 1 18 3 3 8 8 18
split_gain=0.0126047 0.0126753 0.00123818 0.00306905 0.00152414 0.000733145 0.000691539 0.00317937 0.00145885 0.00062302 0.00325644 0.00137646 0.00132762 0.000821584 0.000680241
threshold=0.083225000000000021 -0.55579999999999996 0.086275000000000018 0.090150000000000022 -0.087359999999999993 -0.086934999999999998 -0.083284999999999984 -0.084759999999999988 -0.082195000000000004 -0.010029999999999999 0.087385000000000032 0.10556500000000002 -0.085764999999999994 -0.00076499999999999995 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 9 -6 7 -7 -8 10 12 14 -3 -12 -11
right_child=-2 2 3 -5 5 6 8 -9 -10 11 13 -13 -14 -15 -16
leaf_value=0.001626103877595217 -0.0013286050419497521 -0.00017440979154934123 0.00085900248827412316 -9.6368877659728486e-05 0.0004109568042759286 -4.0649282452626248e-06 0.00053677504431722271 -0.00076084494135820471 2.1454341262021451e-05 0.00020433299543557774 0.00020116143227586606 -0.00050446031578508946 -0.00085308231840275936 -0.0001926017345696134 -0.00018648880815332985
leaf_weight=48 70 47 56 79 46 506 56 62 2219 138 103 50 89 107 63
leaf_count=48 70 47 56 79 46 506 56 62 2219 138 103 50 89 107 63
internal_value=0 1.94778e-05 -1.59362e-06 0.00029387 -1.32707e-05 1.63868e-05 9.71464e-06 -8.81125e-05 3.4499e-05 -0.00015816 -0.000245171 -3.49557e-05 -0.000624561 0 7.77638e-05
internal_weight=0 3669 3621 135 3486 2889 2843 568 2275 597 346 251 136 210 201
internal_count=3739 3669 3621 135 3486 2889 2843 568 2275 597 346 251 136 210 201
is_linear=0
shrinkage=0.0995203


Tree=8435
num_leaves=23
num_cat=0
split_feature=17 27 27 17 18 1 1 17 1 5 1 1 1 9 17 9 8 8 9 5 29 5
split_gain=0.0118648 0.00229792 0.0207068 0.00062105 0.00362548 0.000619744 0.00130643 0.00272187 0.00137503 0.00132093 0.00164019 0.000637027 0.000531306 0.00130815 0.0023483 0.0011765 0.000508486 0.00124628 0.00077837 0.00029019 0.00114965 0.000421848
threshold=-0.57205499999999987 0.08841000000000003 0.092320000000000027 -0.54752499999999993 -0.060544999999999995 -0.080500000000000002 -0.082489999999999994 0.0021900000000000005 -0.081594999999999987 -0.014374999999999999 -0.092954999999999996 -0.084759999999999988 -0.014549999999999999 0.085765000000000022 -0.015464999999999998 0.094085000000000016 -0.050299999999999997 -0.067719999999999989 0.11351500000000002 -0.49053999999999998 -0.077709999999999987 -0.13803499999999999
decision_type=2 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 9 8 -8 10 -5 -11 13 14 -7 -15 17 -14 -18 -4 -21 -22
right_child=1 2 19 5 -6 12 7 -9 -10 11 -12 -13 16 15 -16 -17 18 -19 -20 20 21 -23
leaf_value=0.0014731530684873916 -0.00022314089062203463 -0.0022302509808033101 0.00029897375238628995 -9.6661077399510305e-05 0.00087138542069915489 5.3100265152307476e-05 -0.00046279135758457918 -0.00097633706421869381 0.00024910942362714358 -5.7677562085494838e-05 0.00049678993621467249 -0.00037739582389366172 0 -0.00010780803098907763 0.00087293158456248823 0.00016596241518363771 -4.4029935801999179e-05 0.00050212426150986439 -0.00038828597910831958 -0.00030477178600212017 1.4911494802954574e-05 0.00041911520062127736
leaf_weight=53 73 46 49 86 50 103 48 47 60 646 95 70 812 336 54 288 518 52 76 66 57 54
leaf_count=53 73 46 49 86 50 103 48 47 60 646 95 70 812 336 54 288 518 52 76 66 57 54
internal_value=0 -2.64881e-05 -0.000304917 -4.06533e-06 0.000215133 -1.25065e-05 -7.56538e-05 -0.000342937 -5.97111e-05 -2.8555e-05 0.000210296 -9.00783e-05 1.67977e-05 8.32266e-05 0.000340295 1.72357e-05 -1.82244e-05 2.97986e-05 -8.94543e-05 8.33433e-05 1.9024e-05 0.000218926
internal_weight=0 3686 272 3414 123 3291 1052 155 108 897 181 716 2239 781 157 624 1458 864 594 226 177 111
internal_count=3739 3686 272 3414 123 3291 1052 155 108 897 181 716 2239 781 157 624 1458 864 594 226 177 111
is_linear=0
shrinkage=0.0995203


Tree=8436
num_leaves=11
num_cat=0
split_feature=28 0 11 4 17 26 18 9 17 1
split_gain=0.00592369 0.0010795 0.00101712 0.00168665 0.000918439 0.00150346 0.00297447 0.0016339 0.00102066 0.00102717
threshold=0.080375000000000016 -0.25289499999999993 -0.37931999999999999 0.15221500000000004 0.057560000000000014 0.096980000000000025 0.11959500000000002 0.094685000000000033 0.048565000000000011 0.073820000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 7 -7 -6 9 -4
right_child=-2 2 3 -5 5 6 -8 -9 -10 -11
leaf_value=0.00042071957032284479 0.00087502165762134629 -0.00039770940081115981 4.4721080712658834e-05 0.00058867699458044047 -7.3246170566628106e-05 -0.00060776053745344811 0.0002220623926347276 0.00044339839497046753 0.00042219768737303872 -0.00013450607852591063
leaf_weight=62 80 62 2223 49 551 130 62 68 64 368
leaf_count=62 80 62 2223 49 551 130 62 68 64 368
internal_value=0 8.95282e-06 1.58682e-06 8.86278e-06 4.29556e-07 -9.20221e-05 -0.000335533 -1.51679e-05 2.89783e-05 1.89495e-05
internal_weight=0 3639 3577 3515 3466 811 192 619 2655 2591
internal_count=3719 3639 3577 3515 3466 811 192 619 2655 2591
is_linear=0
shrinkage=0.0995203


Tree=8437
num_leaves=27
num_cat=0
split_feature=28 17 18 8 6 5 26 17 3 17 5 8 5 17 17 2 3 3 3 2 26 26 6 8 6 8
split_gain=0.00480261 0.000754908 0.00120626 0.00236256 0.000919466 0.00223106 0.0018237 0.00168328 0.00103546 0.00164842 0.000986077 0.000857059 0.000748234 0.0010595 0.00159768 0.00109346 0.00249103 0.000926715 0.00182276 0.00136639 0.00118131 0.00126269 0.000968935 0.000834773 0.000566961 0.000480937
threshold=0.080375000000000016 0.0084900000000000028 -0.077844999999999998 -0.080659999999999996 0.097375000000000031 -0.06515 0.098705000000000029 0.07134500000000002 0.095135000000000011 0.057560000000000014 -0.015214999999999999 -0.08569499999999998 -0.011964999999999998 -0.00265 -0.0073949999999999997 0.096520000000000022 0.10871500000000002 0.12015500000000003 0.13451500000000002 -0.087444999999999995 -0.086635000000000004 -0.011984999999999999 -0.012574999999999999 -0.086844999999999992 -0.10754999999999999 -0.080364999999999992
decision_type=2 2 2 2 2 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 7 -6 -7 8 9 -4 11 -9 17 14 15 23 -17 19 -19 22 -21 -22 24 -14 -1 -20
right_child=-2 2 4 -5 5 6 -8 10 -10 -11 -12 -13 13 -15 -16 16 -18 18 25 20 21 -23 -24 -25 -26 -27
leaf_value=-0.00016217640873433174 0.0007879392492449994 -0.00076216427539703663 0.00013798101690639907 6.0410500826701419e-05 0.00062462403325558877 0.00021314559022266291 -0.00054059326256192936 0.00011478669825066423 -0.00071833379840298558 -0.00057292341540526859 0.000359735005196307 -0.00016660490183212633 0.00013940988197612403 0.00044674198686540402 -0.00060531923342889036 0.00063856400519205143 -0.00021984632725240161 -0.00063841545566277144 -8.6688413233665176e-05 -0.00029643960047172287 0.00061871926725952343 0.00017057728726051238 -0.00043040512309729155 -7.7964821257258746e-05 0.0003195535182525048 0.00029203738043270388
leaf_weight=49 80 67 70 68 69 83 51 191 52 58 71 240 211 48 46 76 58 48 73 47 70 744 65 980 46 58
leaf_count=49 80 67 70 68 69 83 51 191 52 58 71 240 211 48 46 76 58 48 73 47 70 744 65 980 46 58
internal_value=0 8.08421e-06 -6.42588e-05 -0.000341767 -2.10021e-05 0.000163645 -6.76161e-05 -7.71633e-05 -0.000338468 -0.000177752 1.4901e-05 -4.00053e-05 3.65716e-05 -1.18342e-05 -2.84865e-05 -7.84273e-06 0.000260904 9.44936e-05 -0.000111922 0.000131484 0.000181518 0.000210121 -0.000132647 -3.87669e-05 6.24652e-05 7.47427e-05
internal_weight=0 3639 1020 135 885 203 134 682 180 128 502 431 2619 1419 1371 1325 134 1200 179 1021 861 814 160 1191 95 131
internal_count=3719 3639 1020 135 885 203 134 682 180 128 502 431 2619 1419 1371 1325 134 1200 179 1021 861 814 160 1191 95 131
is_linear=0
shrinkage=0.0995203


Tree=8438
num_leaves=9
num_cat=0
split_feature=28 0 11 27 8 1 23 8
split_gain=0.00389415 0.000864896 0.000815619 0.00162052 0.000595739 0.00120177 0.00123793 0.000129736
threshold=0.080375000000000016 -0.25289499999999993 -0.37931999999999999 0.11081000000000003 -0.49499500000000002 0.51334500000000016 -0.046924999999999994 -0.52813999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 -4
right_child=-2 2 3 -5 5 -7 -8 -9
leaf_value=0.00037580810357330259 0.00070952338686577486 -0.00035692154936413888 -0.00011166855116465187 0.00055334642008040256 -0.00047576941211313319 0.0003920310523771581 4.5915947554915128e-06 -0.00037370882352475413
leaf_weight=62 80 62 52 53 54 78 3232 46
leaf_count=62 80 62 52 53 54 78 3232 46
internal_value=0 7.25728e-06 6.40339e-07 7.18016e-06 -9.44682e-07 5.86412e-06 -3.05323e-06 -0.00024302
internal_weight=0 3639 3577 3515 3462 3364 3286 98
internal_count=3719 3639 3577 3515 3462 3364 3286 98
is_linear=0
shrinkage=0.0995203


Tree=8439
num_leaves=13
num_cat=0
split_feature=28 11 4 17 17 18 18 18 17 2 17 2
split_gain=0.00315751 0.000686813 0.00132618 0.000684066 0.0011074 0.00106031 0.00263294 0.000888352 0.000805338 0.00053382 0.0018435 0.00129111
threshold=0.080375000000000016 -0.37931999999999999 0.15221500000000004 0.057560000000000014 0.066010000000000027 -0.077844999999999998 -0.084629999999999997 -0.069565000000000002 0.048565000000000011 0.14685000000000001 -0.052269999999999997 0.11665500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 6 -6 -7 9 11 -11 -3
right_child=-2 2 -4 4 5 7 -8 -9 -10 10 -12 -13
leaf_value=-0.00032140062228121902 0.00063891142512513728 1.7669523411854399e-05 0.00052677525147470212 -0.00047987094973178261 8.2245578118868989e-05 0.00042923350594288129 -0.00090105054125171318 -2.4126659111745687e-05 0.00037897409909809309 0.00028686502913339245 -0.00047910988138796903 0.00042235600692357736
leaf_weight=62 80 2433 49 62 62 46 46 605 64 50 79 81
leaf_count=62 80 2433 49 62 62 46 46 605 64 50 79 81
internal_value=0 6.51264e-06 1.24252e-05 5.04941e-06 -7.42424e-05 -4.00295e-05 -0.000328986 6.65055e-06 2.94001e-05 2.06254e-05 -0.000175874 3.1034e-05
internal_weight=0 3639 3577 3528 821 759 108 651 2707 2643 129 2514
internal_count=3719 3639 3577 3528 821 759 108 651 2707 2643 129 2514
is_linear=0
shrinkage=0.0995203


Tree=8440
num_leaves=19
num_cat=0
split_feature=18 9 9 0 9 2 4 2 2 26 8 2 18 2 2 5 5 0
split_gain=0.0108324 0.00545081 0.0210774 0.025113 0.0142718 0.00466456 0.0102512 0.00421703 0.00143223 0.00130966 0.00233631 0.00113546 0.000875034 0.000766506 0.000715023 0.000887163 0.000526167 0.000518873
threshold=0.31227500000000008 0.087885000000000019 0.088710000000000025 -0.083995 0.087635000000000032 -0.112555 0.077430000000000013 -0.0056449999999999998 -0.079739999999999991 0.087045000000000025 -0.012329999999999999 -0.080484999999999987 -0.110495 -0.078784999999999994 -0.097214999999999996 0.2686150000000001 -0.52786999999999995 -0.016659999999999998
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 6 -1 8 11 10 -10 12 -4 -11 -7 16 -16 -17
right_child=-2 2 7 -5 -6 14 -8 -9 9 13 -12 -13 -14 -15 15 17 -18 -19
leaf_value=0.0018312860212474176 -0.0014269684839687596 -3.4259734637392672e-05 0.00018113450317877052 -0.0026067788391168087 0.0017982156263385435 -0.00036622941806069943 -1.1244778787437225e-05 -0.00096579655814702382 0.00092237664857645993 -0.00030341040565711743 -2.495660175057742e-05 -0.00056783425176391638 -0.00012294786686678754 7.6068933641662562e-05 0.00022954025041907656 8.316130416410475e-05 -9.8296767421981183e-07 0.00055200604351696571
leaf_weight=46 54 80 113 72 48 46 83 46 49 57 51 49 511 623 104 54 1605 49
leaf_count=46 54 80 113 72 48 46 83 46 49 57 51 49 511 623 104 54 1605 49
internal_value=0 -6.84448e-06 -0.000141413 -0.00125821 0.000101929 6.054e-05 0.000639436 -2.76232e-05 1.51475e-06 9.38482e-05 0.000431051 -0.000104282 -6.65698e-05 4.30558e-05 1.99069e-05 3.01613e-05 1.25664e-05 0.000314152
internal_weight=0 3686 1651 152 2035 1987 129 1499 1453 780 100 673 624 680 1858 1812 1709 103
internal_count=3740 3686 1651 152 2035 1987 129 1499 1453 780 100 673 624 680 1858 1812 1709 103
is_linear=0
shrinkage=0.0995203


Tree=8441
num_leaves=16
num_cat=0
split_feature=17 28 3 17 4 1 1 0 1 5 3 9 8 9 3
split_gain=0.0127394 0.00912751 0.00410508 0.0141945 0.00335249 0.00178534 0.00700365 0.010262 0.00382853 0.0109157 0.000792796 0.000547983 0.00101062 0.00145414 0.000497706
threshold=-0.57205499999999987 0.083225000000000021 0.083875000000000019 0.053575000000000012 0.15535000000000004 -0.084759999999999988 -0.088909999999999989 -0.080974999999999991 -0.080500000000000002 -0.087969999999999993 0.093835000000000016 -0.078344999999999984 -0.080445000000000003 0.08401500000000002 0.084855000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 5 6 14 -8 9 -7 -10 -2 13 -13 -4
right_child=1 -3 4 -5 -6 8 7 -9 10 -11 -12 12 -14 -15 -16
leaf_value=-0.0015283346026792302 0.00019743398928515079 0.0011231223794988248 -0.00028450672894434007 -0.0015816960984882515 -0.00083149760033135 -0.0016708241632270851 0.00019874761334173709 0.001926015569786227 -4.2206555265930717e-05 -3.5880169510113081e-05 7.7158281309601463e-05 -0.0001928004875560754 -0.00039137324554760599 0.00046126542561309006 2.7760171225161255e-05
leaf_weight=55 75 70 56 73 46 52 111 50 983 187 1240 91 82 53 516
leaf_count=55 75 70 56 73 46 52 111 50 983 187 1240 91 82 53 516
internal_value=0 -2.20586e-06 -2.42229e-05 -0.000336489 1.15589e-05 2.3953e-05 0.000160399 0.000740251 -1.63379e-05 -0.000395026 2.40075e-05 -3.17748e-05 -0.000111462 4.22473e-05 -1.38027e-06
internal_weight=0 3685 3615 374 3241 3195 733 161 2462 239 2223 301 226 144 572
internal_count=3740 3685 3615 374 3241 3195 733 161 2462 239 2223 301 226 144 572
is_linear=0
shrinkage=0.0995203


Tree=8442
num_leaves=20
num_cat=0
split_feature=17 17 18 3 6 18 8 6 8 8 8 8 8 17 17 5 21 17 17
split_gain=0.0103295 0.00530709 0.0131777 0.012974 0.00379794 0.00861281 0.00313331 0.00444125 0.00136887 0.00126285 0.00346159 0.0106009 0.00228877 0.00114521 0.00106019 0.000576519 0.00121487 0.00061638 0.000573594
threshold=-0.57205499999999987 -0.084209999999999993 -0.099739999999999995 0.07728500000000002 0.092405000000000029 -0.088855000000000003 0.10649000000000002 -0.099455000000000002 -0.080724999999999991 -0.085289999999999991 -0.088874999999999996 -0.088304999999999995 -0.084855 -0.55157999999999996 -0.073689999999999992 0.5134350000000002 0.11729000000000002 -0.11741999999999998 -0.05543
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 13 -6 9 -8 -7 10 18 -12 -11 -5 -14 17 -17 -15 -4
right_child=1 2 6 4 5 8 7 -9 -10 12 11 -13 14 15 -16 16 -18 -19 -20
leaf_value=-0.0013762344547552743 0.0015433267817187473 -0.0012856251357030706 0.00033714505213226857 -0.00033532687498062256 0.0013258218632014179 0.00030740819781637521 -0.0012875757037096294 6.5020752055094792e-05 -0.00039626671018201079 0.00072577721171197276 -0.0017825980360767274 -0.00012305637966429173 -0.00043012934433490994 -5.5751116240940242e-05 3.5947521524745237e-05 -6.2304575499330393e-05 0.00057333839443323722 0.00014698791306948965 -9.3431930949658576e-06
leaf_weight=55 65 87 51 87 75 52 47 47 57 47 46 231 50 458 1336 57 58 219 615
leaf_count=55 65 87 51 87 75 52 47 47 57 47 46 231 50 458 1336 57 58 219 615
internal_value=0 -1.98634e-06 -8.15309e-05 0.000177603 9.3322e-05 0.000504536 -3.8788e-05 -0.000602569 -5.30583e-05 -1.6139e-05 -0.000105828 -0.000401604 4.23105e-05 6.31164e-06 1.85431e-05 4.48737e-05 0.000251162 8.62292e-06 1.59605e-05
internal_weight=0 3685 2557 1128 1063 184 2470 94 109 2376 943 277 1433 879 1386 792 115 677 666
internal_count=3740 3685 2557 1128 1063 184 2470 94 109 2376 943 277 1433 879 1386 792 115 677 666
is_linear=0
shrinkage=0.0995203


Tree=8443
num_leaves=16
num_cat=0
split_feature=17 28 3 3 30 26 3 26 26 1 26 3 12 2 12
split_gain=0.00837552 0.00727161 0.00375521 0.016108 0.00313018 0.00146462 0.00555466 0.0101207 0.00374168 0.00798547 0.00339311 0.00195593 0.000768572 0.000339711 0.000373983
threshold=-0.57205499999999987 0.083225000000000021 0.081685000000000021 0.014805000000000004 -1.0000000180025095e-35 0.090020000000000031 0.087975000000000012 0.092385000000000023 0.087675000000000017 -0.088174999999999989 0.087435000000000027 0.08895500000000002 -0.01397 -0.055654999999999996 0.081895000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 -4 8 7 -7 10 -10 -6 -8 -2 -14 -15
right_child=1 -3 4 -5 5 6 11 -9 9 -11 -12 -13 13 14 -16
leaf_value=-0.0012392712217801879 0.00030616586868270146 0.0010026138804363606 -0.00079941979406374379 -0.00201139479187112 3.0863363652918324e-05 -0.0016780058956356975 0.0005810823198081561 0.00011563963169648228 0.0013597660017295196 0.00013516291143534059 -0.00080838160649046099 -2.9553832028762693e-05 -0.000341285165736114 -0.00018564653551543601 0.00018623559591865289
leaf_weight=55 56 70 47 49 1790 57 55 67 65 291 49 932 49 61 47
leaf_count=55 56 70 47 49 1790 57 55 67 65 291 49 932 49 61 47
internal_value=0 -1.78866e-06 -2.14641e-05 -0.00038438 6.64957e-06 1.83567e-05 -7.44055e-05 -0.000702257 6.56814e-05 0.000361056 8.05658e-06 3.64413e-06 -6.24613e-06 -0.000122894 -1.62291e-05
internal_weight=0 3685 3615 262 3353 3306 1111 124 2195 356 1839 987 213 157 108
internal_count=3740 3685 3615 262 3353 3306 1111 124 2195 356 1839 987 213 157 108
is_linear=0
shrinkage=0.0995203


Tree=8444
num_leaves=33
num_cat=0
split_feature=5 6 9 8 5 26 4 17 4 26 26 3 8 26 26 9 8 3 8 8 5 26 17 0 23 21 3 21 12 4 4 17
split_gain=0.00278303 0.00240765 0.0125683 0.00973115 0.00217679 0.00932655 0.00110214 0.00225327 0.00203215 0.00106088 0.00373329 0.00157019 0.000958642 0.000944199 0.00249636 0.00196578 0.00117013 0.00189395 0.000874074 0.00317612 0.00282771 0.00139531 0.000993252 0.000758632 0.000749913 0.000667846 0.00236871 0.000691633 0.000628413 0.000634612 0.000767632 0.000407468
threshold=-0.013050000000000001 0.087670000000000012 0.084915000000000032 -0.082244999999999999 -0.061665000000000005 0.10665000000000002 0.10390500000000001 -0.56005499999999986 0.10724500000000002 0.11377500000000003 0.11861500000000001 0.09940000000000003 0.068430000000000019 0.090170000000000014 0.09271500000000002 0.08846500000000003 -0.086404999999999996 0.087570000000000023 -0.079434999999999992 -0.077604999999999993 0.054660000000000007 0.096980000000000025 -0.012064999999999999 -0.081424999999999984 -0.022119999999999997 0.10817500000000002 0.11426500000000002 0.11678500000000003 -0.0073899999999999999 0.14039500000000002 0.11378500000000003 -0.081244999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 13 7 -2 -8 24 -11 -12 25 15 -15 16 -6 -18 22 -20 -21 -22 23 -4 -1 26 -9 -27 -26 30 -30 -10
right_child=1 2 18 -5 5 -7 8 12 31 10 11 -13 -14 14 -16 -17 17 -19 19 20 21 -23 -24 -25 28 27 -28 -29 29 -31 -32 -33
leaf_value=0.00035682309528321966 0.00057751871800385283 -0.00022925153421188738 -0.00028925339412815698 -0.0021124796832867627 -0.00023735854970666185 0.0013404757199820332 -0.00075955895163502742 1.8482704854147647e-05 0.00017334708049847366 -0.00088693277238323029 0.00036245243904835147 -0.00024247488634900616 -0.00032240873260735645 0.0007929663074816444 -9.0642134297288761e-05 -0.00047314832355053972 -1.5656893990898983e-05 0.00059257252636975516 -0.00084730549870095295 0.00051270328130732031 2.2531525737455108e-05 -0.0006868115338493592 0.00047110104287903737 0.00019710003324932546 -0.00030647155847747569 -0.00039233835483338245 0.00073357179318016546 0 7.0926328978781193e-05 0.00038083586810576061 -0.0001755016988567667 -0.00020860196799735967
leaf_weight=80 70 54 56 57 63 69 52 594 59 55 84 85 87 60 64 67 112 89 50 76 61 47 62 73 49 67 50 144 943 57 143 52
leaf_count=80 70 54 56 57 63 69 52 594 59 55 84 85 87 60 64 67 112 89 50 76 61 47 62 73 49 67 50 144 943 57 143 52
internal_value=0 -8.58054e-05 -0.000260631 -0.00120369 8.66539e-05 0.000261381 -5.35838e-06 3.26109e-05 -0.000246116 2.49057e-05 -0.000173865 5.33551e-05 -7.01222e-06 9.59382e-05 0.000330309 5.66456e-06 0.000130282 0.000249586 -1.23999e-05 -0.000143107 4.38028e-05 -0.000278584 0.000143447 -7.68423e-06 6.05528e-05 2.41233e-05 7.52733e-05 -0.000128113 3.99821e-05 5.55507e-05 3.77239e-05 0
internal_weight=0 1711 536 111 2020 524 1175 1012 163 1496 224 169 942 455 124 331 264 201 425 234 184 108 191 129 1272 855 644 211 1192 1143 1086 111
internal_count=3731 1711 536 111 2020 524 1175 1012 163 1496 224 169 942 455 124 331 264 201 425 234 184 108 191 129 1272 855 644 211 1192 1143 1086 111
is_linear=0
shrinkage=0.0995203


Tree=8445
num_leaves=31
num_cat=0
split_feature=5 2 2 3 3 21 3 8 2 3 3 2 8 8 5 9 6 3 17 17 5 6 5 5 9 0 17 0 9 17
split_gain=0.00225568 0.00221414 0.0106379 0.00187568 0.0131158 0.00133719 0.00124685 0.00164883 0.00118062 0.00117107 0.00158519 0.000923927 0.00243371 0.00107021 0.000942339 0.00195547 0.000899591 0.00379712 0.00108354 0.00221095 0.002071 0.0022399 0.00167082 0.000892053 0.00121709 0.000830058 0.00239765 0.000702409 0.000709732 0.000684212
threshold=-0.013050000000000001 -0.088385000000000005 -0.091674999999999993 0.088185000000000027 0.087570000000000023 -0.026109999999999998 0.089655000000000026 -0.085289999999999991 -0.087129999999999999 0.090360000000000024 0.090995000000000006 -0.086050000000000001 -0.085089999999999985 -0.090440000000000006 -0.09583499999999999 0.084795000000000023 0.11816500000000002 0.10057000000000002 -0.00265 -0.0073949999999999997 0.054660000000000007 0.085845000000000019 -0.0063549999999999995 -0.034484999999999995 0.11408000000000003 0.12433000000000002 -0.55286000000000002 -0.067839999999999998 0.08758500000000001 0.056905000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 4 5 -1 7 -5 -3 -8 -11 12 13 -7 29 -16 18 -18 19 22 21 -20 -10 24 -12 26 -2 28 -28 -13
right_child=1 8 -4 6 -6 11 9 -9 16 10 23 14 -14 -15 15 -17 17 -19 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00050672459162361681 -0.00080602179866803717 0.00043621286224669646 -0.001582211988865975 0.000143768773837864 0.0014098042419138418 -0.00017166533740051382 0.00048837481632677156 -0.00060450980326957925 -0.00029647322273026463 -0.00047554480856584291 5.5639456671239778e-05 -0.00025598740391869363 0.00024622337236415866 -0.00087772748669820802 0.00057148303437281017 -1.1323971650032118e-05 -0.00094211943038967436 0.0001546049914536088 6.1734436961046314e-05 -0.0007140169407205499 -0.00028600476916182074 0.00092863553143880922 5.1219237297054075e-05 0.00035945154842212412 -0.00030790627128963555 0.00021615523093682001 0.00012103827127835674 0.00027704971325509086 -0.00028994415605345877 0.00018269746759579653
leaf_weight=58 47 55 54 47 80 46 55 71 168 61 916 101 68 46 92 143 52 76 70 47 54 54 734 83 101 73 66 57 104 52
leaf_count=58 47 55 54 47 80 46 55 71 168 61 916 101 68 46 92 143 52 76 70 47 54 54 734 83 101 73 66 57 104 52
internal_value=0 -7.73093e-05 -0.000282041 7.79494e-05 0.000211732 5.22198e-05 8.53897e-06 -0.000299529 -1.40147e-05 3.9107e-05 1.71187e-05 2.62136e-06 -0.000197056 -0.000533595 8.70723e-05 0.000213355 -3.43981e-05 -0.000284544 -5.26113e-06 -4.82312e-05 0.000219233 0.000445858 -1.26319e-05 4.51834e-05 1.87302e-05 -7.73495e-05 -0.000158534 -2.0866e-05 -0.000125571 -0.000101541
internal_weight=0 1711 401 2020 686 606 1334 118 1310 1216 1161 548 160 92 388 235 1255 128 1127 949 178 124 902 1100 1017 347 274 227 170 153
internal_count=3731 1711 401 2020 686 606 1334 118 1310 1216 1161 548 160 92 388 235 1255 128 1127 949 178 124 902 1100 1017 347 274 227 170 153
is_linear=0
shrinkage=0.0995203


Tree=8446
num_leaves=25
num_cat=0
split_feature=17 2 2 2 8 5 3 17 2 2 21 5 8 3 7 21 20 3 9 9 0 17 3 17
split_gain=0.00202888 0.00192497 0.00646736 0.00165079 0.00149767 0.00798149 0.00141453 0.00122177 0.00110737 0.00111928 0.00185157 0.00152852 0.000980203 0.00124067 0.000875477 0.000925093 0.00187023 0.000832345 0.000484974 0.000451791 0.000886856 0.00068086 0.000447344 0.000520093
threshold=-0.031185000000000001 -0.088385000000000005 -0.095204999999999998 -0.087129999999999999 -0.11061499999999999 -0.053109999999999997 0.10871500000000002 -0.042709999999999991 -0.086169999999999983 -0.082234999999999989 -0.032064999999999996 0.11083500000000003 -0.093384999999999982 0.093835000000000016 0.058975000000000007 0.13042000000000004 0.10252000000000001 0.092300000000000021 0.086555000000000021 0.083760000000000015 -0.08076499999999999 -0.43873000000000001 0.14166500000000004 0.056905000000000011
decision_type=2 2 2 2 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 5 22 19 8 -5 11 -11 -10 13 18 15 16 17 -14 -6 -1 -21 -22 23 -2
right_child=4 3 -4 7 12 -7 -8 -9 9 10 -12 -13 14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25
leaf_value=-0.0004435258831320993 -0.00023916025541464913 0.00049800535407266055 -0.0010326913205625386 -0.0003920111663457532 -0.00018946298568813942 0.0013475326859949668 0.00033064238669617077 -0.00041430808025580873 6.0428780997957195e-05 -0.00065082652754376753 0 0.00070342879054076141 0.00011970294568558621 0.00022186198537223957 0.00046675184848420705 0.00044078477597293006 -0.00054884260619843283 -2.653319529156445e-05 -0.00063980823936247652 0.00013822956046388558 -0.00052224548745117975 -1.9541858134972872e-05 0.00023736830937868967 0.00011656473960446403
leaf_weight=50 86 59 86 71 64 56 71 81 150 46 734 50 826 46 51 57 53 709 46 85 58 56 66 74
leaf_count=50 86 59 86 71 64 56 71 81 150 46 734 50 826 46 51 57 53 709 46 85 58 56 66 74
internal_value=0 -7.86705e-05 -0.000265926 -1.41497e-05 6.96142e-05 0.000283705 -5.72993e-05 -4.15664e-05 -1.20605e-05 1.46312e-05 -3.83298e-05 0.000225272 3.6573e-05 -0.000200969 5.89051e-05 4.57629e-05 3.10684e-05 5.16247e-05 -0.000385231 -0.000171205 -9.86688e-05 -0.000282484 1.64793e-05 -6.9521e-05
internal_weight=0 1597 406 1191 2134 282 320 1132 1051 980 780 200 1852 156 1696 1645 1588 1535 110 249 199 114 226 160
internal_count=3731 1597 406 1191 2134 282 320 1132 1051 980 780 200 1852 156 1696 1645 1588 1535 110 249 199 114 226 160
is_linear=0
shrinkage=0.0995203


Tree=8447
num_leaves=23
num_cat=0
split_feature=1 1 17 9 9 3 26 1 3 1 1 21 17 17 2 3 1 20 20 5 1 2
split_gain=0.00232743 0.00733755 0.00187892 0.00158918 0.00336813 0.00131828 0.0101013 0.00258823 0.00284361 0.00238182 0.00166846 0.00128763 0.001189 0.0010382 0.00108623 0.00102304 0.00200583 0.00120938 0.000568823 0.00053115 0.000670012 0.000741221
threshold=-0.095674999999999996 -0.10771499999999999 -0.56655999999999984 0.094435000000000033 0.098720000000000016 0.089395000000000016 0.10393000000000002 -0.083284999999999984 0.089810000000000015 -0.079629999999999992 -0.077429999999999985 -0.026109999999999998 -0.0071449999999999994 -0.13530499999999998 -0.086554999999999993 0.087625000000000022 -0.008005 -0.085204999999999989 0.27003000000000005 0.27287000000000011 -0.14482999999999999 0.096520000000000022
decision_type=2 2 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 19 -5 6 11 -7 -9 -10 -11 12 -2 14 -13 17 -17 -15 -12 20 21 -4
right_child=5 -3 3 4 -6 7 -8 8 9 10 18 13 -14 15 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.00064880673913824435 0.00010846601221517088 -0.0013444692730105855 -9.639732334690549e-05 0.00095052911563013099 -0.00018067479216171613 -0.00061636801898475133 0.0013568859521612979 0.00070715766138962984 -0.00064601382581039009 0.0005373019107925679 -2.0746316536386106e-05 -1.0168669152486034e-05 0.00074548488476621465 0.00046948561981172843 0.0005643860808968921 -0.00039028025405708614 0.00028638963344767036 0 0.00032641982191783549 -0.0003684058866401873 -0.00036188038349416809 0.00026557519430029709
leaf_weight=50 83 49 170 48 55 68 62 56 57 57 1601 59 48 59 66 161 58 675 48 63 55 83
leaf_count=50 83 49 170 48 55 68 62 56 57 57 1601 59 48 59 66 161 58 675 48 63 55 83
internal_value=0 -0.000178961 -6.84105e-05 -5.46019e-06 0.000338541 3.90082e-05 0.000117422 -1.33741e-05 8.71775e-06 -1.30032e-05 7.66679e-06 5.31825e-05 0.000348127 1.6581e-05 0.000286647 -1.79831e-05 -0.000207333 3.73969e-05 -1.01444e-05 -0.000103171 -4.62605e-05 1.91169e-05
internal_weight=0 573 524 474 103 3158 1271 1887 1819 1763 1706 1209 131 1078 125 953 219 734 1649 371 308 253
internal_count=3731 573 524 474 103 3158 1271 1887 1819 1763 1706 1209 131 1078 125 953 219 734 1649 371 308 253
is_linear=0
shrinkage=0.0995203


Tree=8448
num_leaves=20
num_cat=0
split_feature=28 18 3 17 11 2 0 3 9 18 5 17 17 3 9 17 0 18 8
split_gain=0.0196308 0.0022215 0.00945433 0.0191062 0.00101495 0.00101666 0.00116944 0.00180089 0.00101296 0.00106565 0.000957625 0.00100841 0.00101284 0.000933414 0.00228778 0.000808781 0.00096421 0.000772379 0.000713636
threshold=0.083225000000000021 -0.015069999999999998 0.084235000000000018 -0.015464999999999998 -0.37506 -0.079555000000000001 -0.070134999999999989 0.090995000000000006 -0.089649999999999994 -0.025079999999999998 0.23074000000000006 -0.092649999999999996 0.07134500000000002 0.10341500000000002 0.092150000000000024 -0.55286000000000002 -0.068604999999999985 0.090795000000000028 -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 -1 -3 6 13 -8 -4 15 11 -7 -13 14 -6 -10 -17 -9 -11
right_child=-2 4 8 -5 5 10 7 17 9 18 -12 12 -14 -15 -16 16 -18 -19 -20
leaf_value=0 -0.0017145380580869494 0.00043857008683699863 0.00039536680319317773 -0.0025544144705729713 0.00012914972304294968 -0.00042939701015050742 -0.00065784830451572247 -0.00012403277172252659 0.00027029303420696453 -0.00066286255456056301 0.00038952342511234476 3.2602113533264371e-05 -0.00019318649732458267 -0.00015003906825552044 0.00071196944336801462 -5.4193460755397619e-06 -0.00023400251932874244 0.00038898177053721682 -8.4734508979923589e-05
leaf_weight=77 69 63 51 46 686 67 47 76 82 46 50 713 270 88 75 914 231 46 46
leaf_count=77 69 63 51 46 686 67 47 76 82 46 50 713 270 88 75 914 231 46 46
internal_value=0 -1.98507e-05 -0.000113537 -0.00094962 4.39066e-05 3.17808e-05 0.000103654 -0.000132853 -3.78746e-05 -5.52468e-05 -3.39908e-05 -5.49378e-05 -2.85823e-05 0.000151697 0.000187665 -3.00276e-05 -5.22502e-05 6.2689e-05 -0.000382697
internal_weight=0 3674 1493 123 2181 2118 1018 169 1370 1319 1100 1050 983 849 761 1227 1145 122 92
internal_count=3743 3674 1493 123 2181 2118 1018 169 1370 1319 1100 1050 983 849 761 1227 1145 122 92
is_linear=0
shrinkage=0.0995203


Tree=8449
num_leaves=26
num_cat=0
split_feature=28 18 8 8 2 18 9 26 9 21 18 9 2 17 18 4 2 2 2 2 18 2 2 8 8
split_gain=0.0159171 0.00186546 0.00316963 0.00829402 0.0120542 0.00260555 0.00169889 0.00374643 0.00153289 0.00134429 0.00317677 0.00110432 0.00103688 0.00241603 0.00135631 0.000998117 0.00105116 0.00120466 0.00141567 0.0011736 0.000908219 0.000770696 0.000956415 0.00074474 0.00136612
threshold=0.083225000000000021 -0.019539999999999998 -0.077604999999999993 -0.080364999999999992 -0.08342999999999999 -0.027300000000000001 0.097200000000000022 0.09474500000000001 0.099330000000000016 0.089350000000000027 -0.10872 0.093425000000000022 -0.086304999999999993 0.0065250000000000013 -0.08727 0.15221500000000004 -0.077604999999999993 -0.078289999999999985 -0.078994999999999996 -0.079739999999999991 0.19545000000000004 -0.076524999999999996 -0.072895000000000001 -0.063559999999999992 0.010485000000000003
decision_type=2 2 2 2 2 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 7 9 -8 11 -11 -4 14 -14 -1 16 17 18 19 -3 21 -18 -23 -10 -25
right_child=-2 15 6 4 -6 -7 8 -9 23 10 -12 -13 13 -15 -16 -17 20 -19 -20 -21 -22 22 -24 24 -26
leaf_value=-3.6185181587326481e-05 -0.0015439068879254463 6.887808332381783e-05 -0.00016797350260686154 0.00014796077439359424 -0.0017630828197981131 -0.00076941650953340959 -0.00068587094657169255 0.00083094426205504272 0.00027788335714772755 -7.2141720182935436e-05 0.00089579452889723655 0.00035313282668689936 4.6185804174171257e-05 -0.00056106651654158298 0.0004820429253510419 0.00044677152384772951 -0.00040868247401399901 0.00059137760254793247 -0.00045740267716478712 0.00055622213271910967 0.0003800404239077964 0.000313360798412084 -7.6442391352821973e-05 -0.00053417151368087535 0.00012761129061293063
leaf_weight=139 69 1063 258 55 78 51 49 67 48 88 53 47 203 94 76 58 63 46 48 52 46 67 804 58 63
leaf_count=139 69 1063 258 55 78 51 49 67 48 88 53 47 203 94 76 58 63 46 48 52 46 67 804 58 63
internal_value=0 -1.78783e-05 -0.000107017 -0.00025917 -0.000966647 -9.05849e-05 3.67309e-05 0.000136573 -0.000194464 3.04263e-05 0.000285887 -8.49878e-05 -2.13679e-05 -0.000143252 0.000143195 3.83665e-05 2.71713e-05 8.95018e-05 6.89472e-05 9.23405e-05 -4.88888e-05 -7.08903e-05 -4.55176e-05 -4.71407e-05 -0.000182841
internal_weight=0 3674 1427 696 133 563 731 513 218 446 141 305 512 297 215 2247 2189 1209 1163 1115 980 934 871 169 121
internal_count=3743 3674 1427 696 133 563 731 513 218 446 141 305 512 297 215 2247 2189 1209 1163 1115 980 934 871 169 121
is_linear=0
shrinkage=0.0995203


Tree=8450
num_leaves=20
num_cat=0
split_feature=28 18 17 21 26 20 21 2 1 20 2 2 21 2 19 0 2 17 26
split_gain=0.0129076 0.00175187 0.016206 0.00135113 0.00131206 0.00120266 0.00246671 0.00221553 0.00112136 0.00146887 0.00112109 0.00204877 0.00106325 0.00108435 0.000936979 0.000913102 0.000867563 0.00135622 0.000750702
threshold=0.083225000000000021 -0.094389999999999988 0.026115000000000006 -0.01137 -0.231015 -0.085594999999999991 -0.023324999999999999 -0.086554999999999993 -0.50158499999999984 -0.095634999999999998 -0.072419999999999998 -0.069815000000000002 -0.085204999999999989 -0.083104999999999998 -0.072414999999999993 -0.050494999999999991 -0.073884999999999992 0.51292000000000015 -0.089654999999999999
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 -5 7 12 -3 -1 -10 16 -12 -7 -14 -11 -16 17 -6 -13
right_child=-2 3 -4 4 10 6 -8 -9 9 14 11 18 13 -15 15 -17 -18 -19 -20
leaf_value=-0.000392060180416189 -0.0013902569978379371 -0.00036169862817890817 -0.0019677425156265698 0.00048476999534516867 8.245994745216912e-05 -0.00045966365256493039 -0.00090796854923321131 0.00041962869296822627 0.00057172760275998316 -0.00044451044088258853 -0.00062652512155158852 -0.00040688849651986016 0.00037012260918011316 -0.00019226885240969992 -4.857533485093275e-05 0.00033680869380584542 0.0004962646970450385 -0.00038660657367201674 8.0332549797692763e-07
leaf_weight=69 69 64 46 64 1572 66 51 81 46 46 59 47 55 88 283 77 48 63 849
leaf_count=69 69 64 46 64 1572 66 51 81 46 46 59 47 55 88 283 77 48 63 849
internal_value=0 -1.60104e-05 -0.00017698 1.31017e-05 3.87528e-05 -0.000156011 -0.000284715 6.91213e-05 -1.72989e-05 3.80992e-05 2.76217e-05 -5.80176e-05 -0.000128712 1.83109e-05 -2.03449e-05 3.15801e-05 7.67032e-05 6.38851e-05 -1.96687e-05
internal_weight=0 3674 567 3107 2702 405 260 145 521 452 2638 955 209 143 406 360 1683 1635 896
internal_count=3743 3674 567 3107 2702 405 260 145 521 452 2638 955 209 143 406 360 1683 1635 896
is_linear=0
shrinkage=0.0995203


Tree=8451
num_leaves=23
num_cat=0
split_feature=3 18 0 3 21 1 3 3 21 1 5 17 21 10 17 17 17 3 9 1 17 3
split_gain=0.00652648 0.0554288 0.000981382 0.00169156 0.000784778 0.00144292 0.000773554 0.00110244 0.00174779 0.00130116 0.00101063 0.000755375 0.000698911 0.000685816 0.000759285 0.00165092 0.00155437 0.00113693 0.00100494 0.00050291 0.000306084 0.00025505
threshold=0.08400500000000001 -0.095799999999999982 -0.086254999999999984 0.08345000000000001 -0.015149999999999999 -0.023499999999999997 0.087445000000000023 0.093835000000000016 -0.084114999999999995 0.40780000000000011 -0.25464999999999999 -0.067015000000000005 0.20153000000000004 0.09056500000000002 -0.067015000000000005 -0.069799999999999987 -0.053765 0.08785500000000003 0.09550500000000002 0.24921000000000004 -0.016209999999999999 0.0040650000000000009
decision_type=2 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 20 5 -2 -7 8 -8 10 -9 -4 13 14 15 18 -16 -18 -6 -13 -3 -22
right_child=4 2 11 -5 12 6 7 9 -10 -11 -12 19 -14 -15 16 -17 17 -19 -20 -21 21 -23
leaf_value=-0.0033523684151880954 0.00027163254078484622 -0.00016253044177410396 0.0001178323142918146 0.00071957740617570754 2.9105542745167284e-05 0.00012094990720361315 -0.00016609945810625086 0.00037050695322298513 -0.00095952118222636157 -0.00053685929657260457 -0.00020860981262705368 -0.00055173181874093569 0.00041289010005564472 0.00036923597359982813 0.00060274440346484281 -0.00061634684770019252 0.00017867829447156878 -9.2593023013958102e-06 -0.00020228838094519147 -8.2534379052707821e-05 -1.1382266626030413e-05 0.00029980965663851261
leaf_weight=55 75 53 65 46 799 56 68 58 50 49 60 47 46 55 50 49 425 1248 241 53 48 47
leaf_count=55 75 53 65 46 799 56 68 58 50 49 60 47 46 55 50 49 425 1248 241 53 48 47
internal_value=0 -0.00041018 3.82933e-05 0.000191817 8.61074e-06 -0.000118891 -0.000207184 -0.000274531 -0.000509233 -0.000103792 6.91033e-05 -0.000137252 2.71e-05 2.06246e-05 1.3515e-05 -5.11453e-05 5.48578e-05 3.79941e-05 -2.37284e-05 -0.000311244 2.22523e-05 0.000133959
internal_weight=0 414 359 194 3329 416 341 285 118 167 118 165 2913 2867 2812 1089 1723 1673 1040 100 148 95
internal_count=3743 414 359 194 3329 416 341 285 118 167 118 165 2913 2867 2812 1089 1723 1673 1040 100 148 95
is_linear=0
shrinkage=0.0995203


Tree=8452
num_leaves=27
num_cat=0
split_feature=17 17 26 6 6 0 3 6 8 6 17 26 21 5 3 26 2 3 2 26 0 0 5 3 5 4
split_gain=0.00238332 0.00547008 0.00816842 0.00203991 0.00985964 0.00139271 0.00274021 0.00171851 0.00326053 0.00164761 0.00140549 0.00116226 0.0013168 0.00105549 0.00138166 0.000963534 0.00151998 0.0023479 0.000754298 0.000672715 0.00061043 0.00119929 0.00159099 0.00107893 0.00142142 0.00098996
threshold=0.052150000000000009 0.067035000000000025 0.091485000000000025 0.088055000000000022 0.088750000000000023 -0.070134999999999989 0.10057000000000002 0.091495000000000007 -0.079704999999999998 0.092980000000000021 -0.095109999999999986 -0.2382 0.13765500000000006 -0.49053999999999998 0.084685000000000024 -0.087179999999999994 -0.086254999999999984 0.088055000000000022 -0.082025000000000001 0.10264000000000002 -0.052884999999999995 -0.061654999999999995 0.51390500000000017 0.11089500000000001 0.41276000000000007 0.10662500000000001
decision_type=2 2 2 2 2 2 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 -5 7 -7 8 18 -9 -11 -1 20 -3 -15 -16 -17 -18 -6 -8 21 22 -13 25 -25 -22
right_child=1 13 -4 4 5 6 19 9 -10 10 -12 12 -14 14 15 16 17 -19 -20 -21 23 -23 -24 24 -26 -27
leaf_value=-0.00038883700424949719 -0.00015780182246459949 0.00039263285452556057 0.0015613337238083629 -0.0015074573888459849 -0.00026105906137628639 -0.00081736605326116125 0.0002913830410717089 -0.00063568915310125134 0.00096077389375639186 0.00023196908886346463 -0.00025044563621716469 1.4002372984490711e-05 0.0004797199027339182 0.00044415305589997223 -0.00045040033018623854 0.00045934120969661613 -0.00065914731535098308 2.8902366474837028e-05 0.00024418579403445365 -0.0002218999954210502 -8.8148248020102513e-05 0.00053909814769101123 0.00057989139766285796 -8.1853132985525292e-05 -0.00075807139699724381 0.00033513068975614001
leaf_weight=66 47 88 63 51 58 65 46 51 49 118 121 1547 64 70 48 67 55 446 59 56 192 48 51 99 47 76
leaf_count=66 47 88 63 51 58 65 46 51 49 118 121 1547 64 70 48 67 55 446 59 56 192 48 51 99 47 76
internal_value=0 0.000161994 0.000819352 -2.4817e-05 -0.000176348 -6.60672e-05 -0.000312285 2.23095e-05 0.000279178 -0.000121903 -8.84077e-06 2.14449e-05 3.45792e-05 6.7513e-05 2.46133e-05 -2.17328e-05 1.30514e-05 -4.49981e-05 0 1.55487e-06 2.03522e-05 4.78433e-05 3.2575e-05 -8.6971e-05 -0.000305147 2.88315e-05
internal_weight=0 884 110 2864 674 623 167 456 166 290 239 2190 2124 774 686 616 568 501 117 102 2060 1646 1598 414 146 268
internal_count=3748 884 110 2864 674 623 167 456 166 290 239 2190 2124 774 686 616 568 501 117 102 2060 1646 1598 414 146 268
is_linear=0
shrinkage=0.0995203


Tree=8453
num_leaves=27
num_cat=0
split_feature=17 17 17 0 1 1 2 3 8 1 20 2 2 17 8 6 3 9 1 3 3 17 3 3 3 4
split_gain=0.00210549 0.00599155 0.00143646 0.00298898 0.00131824 0.00646771 0.00105654 0.00115807 0.00116368 0.00106456 0.000634681 0.00106699 0.000923426 0.00153953 0.00144222 0.000871815 0.000658098 0.000594205 0.000928816 0.000530491 0.00134638 0.000796001 0.000530422 0.001004 0.000972266 0.000418781
threshold=0.066010000000000027 0.084010000000000015 0.12374500000000002 -0.085794999999999996 -0.095674999999999996 -0.10771499999999999 0.097285000000000024 0.08511500000000001 -0.0077949999999999998 -0.49837999999999999 -0.014534999999999999 -0.082025000000000001 -0.072895000000000001 0.3137100000000001 -0.073999999999999996 -0.049005 0.099950000000000025 0.095415000000000014 -0.50388999999999995 0.15361500000000003 0.13775000000000004 0.057560000000000014 0.12061000000000002 0.11426500000000002 0.12551500000000002 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 2 2 2
left_child=4 -2 3 -3 5 6 7 8 -1 -8 15 -12 13 -13 -14 16 -4 18 -9 20 21 22 23 -6 -24 -21
right_child=1 2 10 -5 19 -7 9 17 -10 -11 11 12 14 -15 -16 -17 -18 -19 -20 25 -22 -23 24 -25 -26 -27
leaf_value=0 0.001185267588236352 0.0010318757141858158 0.00021731602518167356 0 6.0040177463836469e-06 -0.001280912774886197 -0.00061265397803228017 -0.00052032617729575337 0.0006865547583509514 4.5336007732162706e-06 0.00044755199997606931 0.00017018994221471441 0.00034928806980396172 -0.00061362423259153924 -0.00014792664457853757 -0.00038047436008211403 -0.00022560664626160407 0.00012826678842402391 -7.2527482715351541e-06 0 0.00040025304458747774 -0.00037042108834923262 -0.00048721709171860832 0.0002706407428426472 2.7630530294273481e-05 -0.00039968361437700615
leaf_weight=55 53 46 82 70 1925 47 58 57 46 48 72 46 132 51 100 77 55 81 99 48 88 55 58 154 90 55
leaf_count=55 53 46 82 70 1925 47 58 57 46 48 72 46 132 51 100 77 55 81 99 48 88 55 58 154 90 55
internal_value=0 0.000162286 8.69967e-05 0.000408695 -2.0986e-05 -0.000170015 -5.0576e-05 3.32052e-05 0.000317119 -0.00032545 2.49876e-05 9.99277e-05 2.13636e-05 -0.000233479 0.000131443 -0.000111612 3.3525e-05 -8.43334e-05 -0.00019997 8.27179e-06 1.81993e-05 3.10753e-06 1.27001e-05 2.60005e-05 -0.000168603 -0.000212209
internal_weight=0 784 731 116 2964 491 444 338 101 106 615 401 329 97 232 214 137 237 156 2473 2370 2282 2227 2079 148 103
internal_count=3748 784 731 116 2964 491 444 338 101 106 615 401 329 97 232 214 137 237 156 2473 2370 2282 2227 2079 148 103
is_linear=0
shrinkage=0.0995203


Tree=8454
num_leaves=24
num_cat=0
split_feature=17 17 18 6 1 6 3 0 3 9 3 9 17 26 21 19 5 3 26 8 0 9 1
split_gain=0.00170856 0.00485601 0.00135746 0.0020766 0.00142627 0.00121995 0.0079419 0.0011138 0.001064 0.00267577 0.00228 0.00173685 0.00148076 0.000959881 0.000984904 0.00126807 0.00094988 0.00143107 0.000834645 0.000834221 0.000724605 0.00139629 0.000775037
threshold=0.066010000000000027 0.084010000000000015 -0.070104999999999987 0.11816500000000002 -0.06551499999999999 0.087670000000000012 0.085505000000000012 -0.040384999999999997 0.095490000000000019 0.097990000000000022 0.091405000000000028 0.087495000000000031 -0.040099999999999997 -0.2382 0.13765500000000006 -0.09028499999999999 -0.49053999999999998 0.13085500000000003 0.10393000000000002 -0.064619999999999997 0.11291000000000002 0.095415000000000014 -0.50763499999999995
decision_type=2 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 16 -3 13 -7 8 10 -10 11 -8 -12 -1 15 -15 -4 18 -18 -11 22 -22 -17
right_child=1 2 3 -5 -6 6 7 -9 9 19 12 -13 -14 14 -16 20 17 -19 -20 -21 21 -23 -24
leaf_value=-0.00035326174991432715 0.001067309464227995 0.00073669194763946856 0.00038525168119689737 -0.00055844750833749016 7.8742633415950427e-05 -0.0010161675894091013 -0.00023354500096597859 -0.00048643907472873505 0.00079154675268779606 -0.0003321403900935005 -0.00081468774453956339 0.00022854466152844616 -0.00011367606566188183 0.00049506543962962452 0.0004165691238362494 0.00035241246738821079 0.00013769488952210655 -0.00050902192191139783 -0.00025858982538358948 0.00020346741285503698 -0.00050919720767582052 0.00012550611826570425 9.2758277957203324e-06
leaf_weight=66 53 58 82 57 82 88 120 46 57 53 54 240 74 54 64 68 345 46 61 62 74 61 1783
leaf_count=66 53 58 82 57 82 88 120 46 57 53 54 240 74 54 64 68 345 46 61 62 74 61 1783
internal_value=0 0.000146232 7.83309e-05 1.08927e-05 0.000357169 -1.88508e-05 -0.000124542 -1.2245e-05 1.95645e-05 0.000233312 -5.40953e-05 7.22408e-05 -0.000415811 1.94443e-05 3.15247e-05 1.90436e-05 7.3198e-05 1.47754e-05 7.61382e-05 -3.62595e-05 5.68819e-06 -0.000216341 2.23239e-05
internal_weight=0 784 731 591 140 2964 794 706 660 172 488 360 128 2170 2104 2040 534 452 406 115 1986 135 1851
internal_count=3748 784 731 591 140 2964 794 706 660 172 488 360 128 2170 2104 2040 534 452 406 115 1986 135 1851
is_linear=0
shrinkage=0.0995203


Tree=8455
num_leaves=32
num_cat=0
split_feature=17 6 6 4 2 18 6 6 8 6 18 17 18 26 6 3 3 18 3 3 17 6 3 2 17 2 2 3 2 8 18
split_gain=0.0014977 0.00237843 0.0128731 0.00128698 0.0011722 0.00124003 0.00113549 0.00599134 0.0105128 0.00215832 0.00139331 0.00166014 0.00304563 0.00121946 0.00118096 0.00118081 0.00165223 0.000997026 0.000911448 0.00269392 0.000981697 0.00122904 0.000907992 0.00084514 0.00177458 0.000952194 0.000821896 0.000771454 0.00102819 0.000504385 0.0002299
threshold=-0.031185000000000001 0.08785500000000003 0.089725000000000013 0.11874000000000003 -0.082139999999999991 0.090795000000000028 0.087515000000000023 0.089090000000000016 -0.086844999999999992 0.086420000000000011 -0.070104999999999987 0.51174000000000019 -0.026374999999999999 0.091765000000000027 0.085285000000000014 0.11896500000000003 0.11523000000000001 -0.082304999999999989 0.086535000000000015 0.08785500000000003 -0.078119999999999995 0.08463500000000003 0.089485000000000023 -0.073194999999999996 -0.079754999999999993 -0.077714999999999992 -0.017704999999999995 0.16149500000000003 0.12875500000000004 -0.094139999999999988 -0.055464999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 22 -6 9 8 -8 14 17 12 -12 -14 15 16 29 -9 20 -20 21 26 30 25 -25 -21 -1 28 -17 -2 -4
right_child=6 2 4 -5 5 -7 7 10 -10 -11 11 -13 13 -15 -16 27 -18 -19 19 23 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.00039601574057906432 -0.00013693187130848017 -0.0017798061239259384 -0.00021970129513627842 -0.00050411836093603205 -0.00049579447050141434 2.1182801609762528e-05 0.0018119969599816857 3.2868755652789749e-05 9.0849196248584739e-06 -0.00058144205497284252 0.00068392500568076049 -0.00054455079339510101 -0.00028511398916117309 8.6838067854890568e-05 0.00050002422223681278 0.00010121217033577415 -0.0005984530141660404 0.00068341339501624553 -0.00056883185470152462 8.4763949998667959e-06 0.00057546612484500462 -0.00028470161187308974 0.00037741802923184098 5.4551376448456317e-05 0.00070814933880977411 -0.00041833876210106572 -3.6981627737430007e-05 -6.0502358772669469e-05 0.00058225978756017572 3.946930403016536e-05 7.4125587235988839e-05
leaf_weight=111 199 49 52 46 91 87 56 49 77 57 60 57 161 186 54 103 47 50 80 453 53 61 78 232 51 58 66 68 84 824 48
leaf_count=111 199 49 52 46 91 87 56 49 77 57 60 57 161 186 54 103 47 50 80 453 53 61 78 232 51 58 66 68 84 824 48
internal_value=0 -5.804e-05 -0.000266899 1.11337e-05 -5.63623e-05 -0.000238516 6.88925e-05 0.000173352 0.000774361 1.76929e-05 2.99192e-05 -4.08119e-05 2.77249e-05 -8.338e-05 4.30514e-05 2.38097e-05 -2.13589e-05 0.000369696 3.21811e-05 -1.77593e-05 0.000184987 9.45921e-05 0.000121192 3.67334e-05 0.00017523 -3.83664e-05 0.000229934 0.000216551 0.000321676 4.35448e-06 -7.04782e-05
internal_weight=0 1616 405 1211 356 178 2132 696 133 1436 563 464 407 347 1379 1325 1070 99 1165 874 291 238 178 794 283 511 177 255 187 1023 100
internal_count=3748 1616 405 1211 356 178 2132 696 133 1436 563 464 407 347 1379 1325 1070 99 1165 874 291 238 178 794 283 511 177 255 187 1023 100
is_linear=0
shrinkage=0.0995203


Tree=8456
num_leaves=18
num_cat=0
split_feature=26 26 21 1 1 21 3 3 21 10 1 1 1 2 18 18 26
split_gain=0.00202694 0.0110504 0.00196061 0.00143213 0.0121246 0.000950802 0.00147203 0.00205633 0.00177229 0.000515604 0.000857766 0.00286316 0.000654149 0.000894401 0.000677594 0.000433387 0.000733101
threshold=-0.126245 -0.14859999999999998 0.14970000000000003 0.057265000000000017 0.067120000000000027 0.12329000000000002 0.10502000000000002 0.096775000000000014 -0.076335 0.086275000000000018 -0.50597999999999999 -0.53140500000000002 -0.085184999999999997 0.12875500000000004 -0.040349999999999997 -0.048605000000000002 -0.231015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 9 -5 6 7 -6 -8 10 11 -2 13 -12 -14 -1 -17
right_child=2 -3 -4 4 5 -7 8 -9 -10 -11 12 -13 14 -15 -16 16 -18
leaf_value=0.00019763594463296149 0.00015283146688445758 0.0016837952046671312 0.00059111285459705575 0.0012945880931629393 3.3145796672507656e-05 -0.00036149347951112244 0.00069571085022444412 -0.00064690871958807638 7.7551414074939284e-05 0.0002724198634016543 0.00013288803498236656 -0.00078150355914081092 5.8845198194750782e-05 -0.00029344034460927494 -6.4459205878880391e-05 8.4119853537281108e-05 -0.00040903385394582589
leaf_weight=82 73 49 65 83 175 61 58 58 242 70 600 57 702 52 1175 77 47
leaf_count=82 73 49 65 83 175 61 58 58 242 70 600 57 702 52 1175 77 47
internal_value=0 0.000340327 4.88045e-05 3.82148e-05 0.000167824 9.0023e-06 5.29402e-05 -0.000132625 0.000199791 5.76183e-06 -9.50256e-07 -0.000250542 1.1556e-05 9.76308e-05 -1.79071e-05 1.67902e-05 -9.61996e-05
internal_weight=0 255 3471 3406 677 594 533 233 300 2729 2659 130 2529 652 1877 206 124
internal_count=3726 255 3471 3406 677 594 533 233 300 2729 2659 130 2529 652 1877 206 124
is_linear=0
shrinkage=0.0995203


Tree=8457
num_leaves=23
num_cat=0
split_feature=17 5 3 9 6 0 9 6 6 9 17 4 4 1 3 0 0 17 0 3 5 2
split_gain=0.00162337 0.0165999 0.00413315 0.0082264 0.00292579 0.00179095 0.00119274 0.00148318 0.00121227 0.0012317 0.000788092 0.000849843 0.00155464 0.00144804 0.000741074 0.000732383 0.0026188 0.000931994 0.000756272 0.00121555 0.000529283 0.000510002
threshold=-0.041415 -0.096354999999999996 0.084235000000000018 0.083835000000000021 0.18123500000000006 -0.233955 0.08486500000000001 0.084985000000000019 -0.088444999999999982 0.086070000000000021 -0.031185000000000001 0.13240000000000005 0.13707500000000003 0.51334500000000016 0.086605000000000029 -0.085684999999999997 -0.085054999999999992 -0.0050499999999999998 -0.086304999999999993 0.08400500000000001 -0.0038499999999999997 -0.017704999999999995
decision_type=2 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 21 6 -2 7 14 20 -10 -7 15 -13 -14 -4 18 -17 -18 19 -12 -8 -3
right_child=5 2 4 -5 -6 10 8 -9 9 -11 11 12 13 -15 -16 16 17 -19 -20 -21 -22 -23
leaf_value=0.0020037421420566197 0.00047262995247444449 0.00030828030772508079 0.00027336280801478114 0.0016846549101021922 0.00080348894645044622 -0.00031237080569510907 -0.00045941103359518036 -0.00060789263726177413 0.00055063615865750854 7.2621952013535558e-05 0.00025662689521831086 0.00067270714277626101 -0.0002271875150881344 0.00041190694455897376 -0.00012180175931923299 0.0007283386660060959 0.00019894556260033409 -5.0185555507276627e-05 -0.0004239805222815307 -0.00010417908741073507 -4.7832139777802109e-06 -0.00010203341194317714
leaf_weight=46 79 60 54 46 46 82 55 58 59 665 105 51 86 59 326 52 188 711 61 727 54 56
leaf_count=46 79 60 54 46 46 82 55 58 59 665 105 51 86 59 326 52 188 711 61 727 54 56
internal_value=0 0.000141167 8.26838e-05 0.000557266 2.36853e-05 7.14864e-06 -3.89326e-06 -0.000137451 6.53501e-05 0.000112707 -9.79501e-06 1.96607e-06 0.000199349 2.72122e-05 -6.34925e-05 -1.857e-05 4.16335e-05 1.00247e-06 -8.36004e-05 -5.76607e-05 -0.000241693 0.000103141
internal_weight=0 1525 1479 162 1317 2201 1271 438 833 724 2122 2040 196 145 380 1844 951 899 893 832 109 116
internal_count=3726 1525 1479 162 1317 2201 1271 438 833 724 2122 2040 196 145 380 1844 951 899 893 832 109 116
is_linear=0
shrinkage=0.0995203


Tree=8458
num_leaves=25
num_cat=0
split_feature=26 3 5 5 6 3 4 17 3 36 4 5 21 20 26 6 6 6 3 3 5 9 20 3
split_gain=0.00149824 0.00946723 0.00158979 0.00778095 0.00136182 0.0011703 0.00143586 0.00320272 0.000906287 0.000876037 0.00156734 0.000805782 0.00198317 0.00185641 0.000679455 0.000617923 0.000637551 0.00273093 0.00131576 0.000594039 0.000536368 0.000796858 0.000842799 0.000384173
threshold=-0.126245 0.086895000000000014 -0.16183 -0.24120999999999998 0.18123500000000006 0.10502000000000002 0.10533000000000002 0.0021900000000000005 0.11721500000000003 0.088355000000000031 0.10386500000000003 -0.09583499999999999 0.084485000000000018 -0.052259999999999994 0.087045000000000025 0.13225500000000004 -0.10198499999999999 -0.095814999999999997 0.086895000000000014 0.13085500000000003 -0.11517000000000001 0.088610000000000008 -0.089224999999999985 0.093835000000000016
decision_type=2 2 2 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 9 7 -7 -8 10 23 12 -4 14 -14 16 18 -18 -13 -10 -3 -22 -23 -2
right_child=2 20 4 -5 -6 6 8 -9 19 -11 -12 15 13 -15 -16 -17 17 -19 -20 -21 21 22 -24 -25
leaf_value=0.0015819813677800025 -0.00017061681020470634 -0.00025221916148227252 -0.00069579849286648956 0.0013155219504022376 0.00054502885636687956 0.0010935616144441835 -0.00031764661687033014 -9.0160408417619366e-06 0.00046568670875599323 0.00024592109532738733 -0.00069100431882736571 0.00023703617636957426 -0.00050640033417990332 0.00048582395213351599 1.3544795201516688e-06 -0.00033159274175988926 0.00075565655481149596 1.8768259959690913e-05 -0.0003418292038122681 3.4885418563486621e-05 0.00043528164061878223 -0.00036966757529706613 0.00020232568911199376 0.00019129099285735389
leaf_weight=46 70 58 56 55 46 48 51 54 46 52 49 55 51 51 47 50 51 2348 124 118 49 46 56 49
leaf_count=46 70 58 56 55 46 48 51 54 46 52 49 55 51 51 47 50 51 2348 124 118 49 46 56 49
internal_value=0 0.000289399 3.86944e-05 0.000187286 7.85564e-06 7.02067e-05 0.000193509 0.000501819 4.3433e-05 -0.000103739 -0.00021684 -5.77595e-07 -0.000190887 0 -0.000254532 1.39562e-05 2.09756e-05 3.47749e-05 -0.000159392 0.000160712 9.904e-07 0.000103671 -4.76064e-05 -1.47167e-05
internal_weight=0 255 3471 592 2879 537 317 102 215 220 168 2833 205 149 98 2628 2578 2399 179 164 209 151 102 119
internal_count=3726 255 3471 592 2879 537 317 102 215 220 168 2833 205 149 98 2628 2578 2399 179 164 209 151 102 119
is_linear=0
shrinkage=0.0995203


Tree=8459
num_leaves=23
num_cat=0
split_feature=26 26 18 18 21 3 2 8 1 18 18 26 20 3 26 17 17 1 18 0 20 3
split_gain=0.00137624 0.0162545 0.00330969 0.0142066 0.00170148 0.0014197 0.00108396 0.000931432 0.00121885 0.000823629 0.000947363 0.00138448 0.00069271 0.000972209 0.000662578 0.000614456 0.00126714 0.00143971 0.000950403 0.00091817 0.00113515 0.000546193
threshold=0.085155000000000022 0.084845000000000018 -0.093649999999999997 -0.097709999999999991 0.14779000000000003 0.14530500000000005 -0.058894999999999996 0.099175000000000027 -0.49837999999999999 -0.089929999999999996 -0.086894999999999986 0.084435000000000024 -0.083495 0.093835000000000016 0.15222000000000005 0.043850000000000007 0.10932500000000002 -0.077634999999999996 -0.077844999999999998 -0.052884999999999995 -0.078534999999999994 0.097595000000000029
decision_type=2 2 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 9 6 12 8 -1 -4 -11 -12 13 -2 -8 19 17 -17 -18 20 -14 -10
right_child=5 -3 4 -5 -6 -7 14 -9 21 10 11 -13 15 -15 -16 16 18 -19 -20 -21 -22 -23
leaf_value=-0.00036932388754873352 -0.00045402250487159565 0.0018478913806929092 -0.00036329104949099145 0.0019058541030173817 0.00049607219552249367 0.00049540516594827192 -0.00048770046693019517 0.00045385889083285639 0.00027538150018230399 0.00039689048327554724 -7.3576549960503888e-06 -0.00050281454604151244 0.00038062791681531564 0.00010816313080562877 -4.353850404095628e-05 -0.00066125600805738878 -0.00036059400526455572 -2.4604254228903442e-05 0.00010052863284107312 -0.00024320964273649831 4.7079026303025995e-05 -5.971647687357811e-05
leaf_weight=66 75 52 71 49 63 54 76 54 108 53 1131 59 115 48 67 67 52 80 288 91 926 81
leaf_count=66 75 52 71 49 63 54 76 54 108 53 1131 59 115 48 67 67 52 80 288 91 926 81
internal_value=0 0.00011361 6.11597e-05 0.000330794 -8.34676e-06 -7.0886e-06 -2.19179e-05 7.83772e-05 0 -3.31542e-05 -1.36383e-05 -3.26103e-05 0 -0.000227978 -0.000285321 1.70024e-05 -7.57491e-05 -0.000320348 2.75962e-05 5.76284e-05 8.47128e-05 0.000127437
internal_weight=0 1787 1735 358 1377 1939 1885 309 255 1314 1243 1190 1742 123 143 1619 487 147 340 1132 1041 189
internal_count=3726 1787 1735 358 1377 1939 1885 309 255 1314 1243 1190 1742 123 143 1619 487 147 340 1132 1041 189
is_linear=0
shrinkage=0.0995203


Tree=8460
num_leaves=16
num_cat=0
split_feature=10 18 18 6 6 18 8 4 5 20 20 7 11 4 20
split_gain=0.0266416 0.000846667 0.00102009 0.000851544 0.00616133 0.000838513 0.000687776 0.000525576 0.000730425 0.000868129 0.00113858 0.000409039 0.00107392 0.000753101 0.000240065
threshold=0.096215000000000023 -0.1394 -0.117225 0.11481500000000001 0.11884000000000002 -0.06656999999999999 -0.045194999999999999 0.084900000000000017 0.066815000000000027 -0.0009549999999999999 -0.073314999999999991 0.078295000000000017 1.0000000180025095e-35 0.14727500000000002 -0.079154999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 11 -5 -6 -7 8 -1 10 14 12 13 -4 -10
right_child=-2 2 3 4 5 6 -8 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=0.00037415408539222711 0.0021917518829401347 -0.00050718000473015223 -3.6997421777859463e-05 -0.0011848740971365178 0.00037469811966543676 -0.0003030436068232599 0.00012280801049143261 0.00034517820945925476 2.2818801356174514e-05 -0.00040614727325186107 0.00046658353222116006 -0.00024867464289221418 0.00043891306671863623 0.00035128983403623462 -0.00026672334952867436
leaf_weight=53 54 48 2874 52 52 75 72 77 55 49 50 82 49 50 50
leaf_count=53 54 48 2874 52 52 75 72 77 55 49 50 82 49 50 50
internal_value=0 -3.48746e-05 -5.00926e-05 -4.32085e-05 -0.000219907 2.81317e-05 -8.88944e-05 0.000115492 4.34903e-05 -3.84047e-05 7.25681e-05 -2.84229e-05 -2.20727e-05 -3.00778e-05 -0.000107262
internal_weight=0 3688 3354 3306 251 199 147 334 257 204 155 3055 2973 2924 105
internal_count=3742 3688 3354 3306 251 199 147 334 257 204 155 3055 2973 2924 105
is_linear=0
shrinkage=0.0995203


Tree=8461
num_leaves=15
num_cat=0
split_feature=22 18 0 0 1 9 9 4 0 9 6 0 9 21
split_gain=0.025459 0.000644881 0.00171673 0.000859427 0.00128418 0.000724027 0.0011072 0.0027831 0.0010259 0.00098354 0.000833449 0.000815946 0.000629493 0.000650735
threshold=0.13264000000000004 -0.1394 0.048265000000000009 -0.068604999999999985 0.067120000000000027 0.11891000000000003 0.11408000000000003 0.14727500000000002 -0.057604999999999996 0.10892000000000003 0.11481500000000001 -0.088784999999999989 0.083760000000000015 0.11412000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -5 6 7 9 11 10 -3 -7 -1 -14
right_child=-2 5 -4 4 -6 8 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.00012166722759027642 0.0022747903211170761 -3.8810978713746795e-05 0.00066362512646792168 -0.00042015370346923402 0.00021888516758977093 6.2680004293085083e-05 -0.0004770690734918961 0.00062288155034732038 -0.00017404091965761545 -0.00045789619125690117 -0.00026193968107776687 0.00065449300565192199 0.00052853547397119336 2.8460035391168053e-05
leaf_weight=49 48 2844 46 83 48 51 61 60 54 61 178 48 58 53
leaf_count=49 48 2844 46 83 48 51 61 60 54 61 178 48 58 53
internal_value=0 -3.20164e-05 9.84596e-05 6.30751e-06 -0.000179753 -4.53584e-05 -5.56495e-05 -4.721e-05 0.000164798 -6.05166e-05 -5.22245e-05 0.000357889 0.000163761 0.000297136
internal_weight=0 3694 337 291 131 3357 3204 3143 153 3083 3022 99 160 111
internal_count=3742 3694 337 291 131 3357 3204 3143 153 3083 3022 99 160 111
is_linear=0
shrinkage=0.0995203


Tree=8462
num_leaves=17
num_cat=0
split_feature=27 6 6 3 5 9 10 9 9 9 17 4 6 4 4 4
split_gain=0.0229929 0.00051129 0.00493107 0.00171401 0.00394969 0.00132875 0.000484606 0.000569482 0.00120636 0.00118691 0.00147122 0.00108208 0.00102991 0.000673719 0.00172428 0.000951501
threshold=0.11470500000000003 0.11481500000000001 0.11884000000000002 0.10850000000000003 0.057175000000000011 0.11351500000000002 0.090150000000000022 0.092150000000000024 0.091485000000000025 0.093175000000000022 -0.041415 0.10696000000000003 0.099330000000000016 0.12061000000000001 0.11541000000000003 0.13279000000000005
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 -5 7 8 13 10 -9 12 -11 14 -1 -15
right_child=-2 2 3 5 -6 -7 -8 9 -10 11 -12 -13 -14 15 -16 -17
leaf_value=-2.7480723448607787e-05 0.0018829969206473022 -0.0010375931071384158 -0.00019337976172419143 -0.00062350358706287875 0.0009717451475688587 0.00010112757151809696 -0.00026661957673874807 -1.2042255870249544e-05 -0.00043577522971792497 -7.4642270321904422e-05 0.00070850027734219059 0.00044022191077852592 0.000287555496555603 -0.00051095977116557656 0.0005267519303256492 -4.7645160665244227e-05
leaf_weight=2149 63 52 66 50 50 47 80 51 75 595 57 53 89 67 57 141
leaf_count=2149 63 52 66 50 50 47 80 51 75 595 57 53 89 67 57 141
internal_value=0 -3.44448e-05 -0.000168124 4.02976e-05 0.000301772 -0.000263954 -2.38286e-05 -1.77573e-05 -4.19059e-05 5.24053e-05 0.000360664 6.12223e-06 -2.63174e-05 -2.93298e-05 -1.2789e-05 -0.000200822
internal_weight=0 3679 265 213 116 97 3414 3334 2489 845 108 737 684 2414 2206 208
internal_count=3742 3679 265 213 116 97 3414 3334 2489 845 108 737 684 2414 2206 208
is_linear=0
shrinkage=0.0995203


Tree=8463
num_leaves=14
num_cat=0
split_feature=10 18 18 3 18 26 8 9 6 9 21 9 6
split_gain=0.0214202 0.00057092 0.000869933 0.000621467 0.000567354 0.00104659 0.00111115 0.00127762 0.000610029 0.000555086 0.00113543 0.000892977 0.000317584
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4 8 -8 -7 -5 -11 -12 -6
right_child=-2 2 4 9 12 6 7 -9 -10 10 11 -13 -14
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leaf_weight=77 54 48 57 83 65 2817 53 54 206 60 50 64 54
leaf_count=77 54 48 57 83 65 2817 53 54 206 60 50 64 54
internal_value=0 -3.08247e-05 -4.33477e-05 9.24792e-05 -3.69714e-05 -4.51424e-05 -3.71621e-05 0.000276876 -4.85484e-05 1.48254e-05 0.000118779 -5.93158e-05 0.000174981
internal_weight=0 3688 3354 334 3306 3187 3130 107 3023 257 174 114 119
internal_count=3742 3688 3354 334 3306 3187 3130 107 3023 257 174 114 119
is_linear=0
shrinkage=0.0995203


Tree=8464
num_leaves=9
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split_feature=21 4 10 17 4 7 8 0
split_gain=0.00285967 0.00271441 0.00122802 0.00111254 0.00151093 0.000936717 0.000965564 0.000730011
threshold=0.16638500000000003 0.15028500000000003 0.090150000000000022 -0.55754499999999996 0.095805000000000015 -0.15142999999999998 -0.51030999999999993 0.019150000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 -8
right_child=-2 -3 -4 5 -6 6 7 -9
leaf_value=-6.6324376387068211e-05 -0.00072785791610194858 -0.00068660819041988625 -0.00038417731143600701 -0.00042577783164850826 0.00067677490785975991 0.00039220562514411124 5.1586866979715288e-06 -0.0001784999345785766
leaf_weight=49 57 59 83 52 56 61 3074 230
leaf_count=49 57 59 83 52 56 61 3074 230
internal_value=0 -1.69156e-05 -5.72824e-06 2.95792e-06 0.000322199 -6.61237e-06 0 -7.3785e-06
internal_weight=0 3664 3605 3522 105 3417 3365 3304
internal_count=3721 3664 3605 3522 105 3417 3365 3304
is_linear=0
shrinkage=0.0995203


Tree=8465
num_leaves=19
num_cat=0
split_feature=21 4 1 18 1 5 5 17 4 0 20 0 20 4 29 1 5 26
split_gain=0.00231822 0.00220077 0.00100075 0.00108896 0.00226442 0.00089864 0.00193889 0.000882488 0.00186987 0.000822034 0.00105659 0.000987838 0.000738645 0.000613964 0.00114089 0.00100821 0.000593018 0.000498148
threshold=0.16638500000000003 0.15028500000000003 -0.0032650000000000001 -0.10303999999999999 0.056790000000000014 -0.096354999999999996 -0.092514999999999986 0.15091000000000004 0.08024000000000002 -0.087184999999999999 -0.015594999999999999 -0.086474999999999996 -0.073489999999999986 0.12205500000000002 -0.046564999999999995 0.50462500000000021 -0.14118999999999998 0.087675000000000017
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 -4 16 -7 13 17 10 -8 -11 -6 15 -15 -5 -1 -9
right_child=-2 -3 3 7 12 6 9 8 -10 11 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=-2.978177847525555e-05 -0.00065542135122325577 -0.00061827688300835834 -0.00091492103422984592 -8.040373876612531e-05 -0.0003268666331465483 0.00063546984140530811 -3.3825078798674097e-05 -0.00025934551293193344 0.00066354941319784599 -0.00040262245581271103 0.000280552536695202 1.4785688609258761e-05 0.000222023364890475 5.2273440783531818e-05 -0.00046333957539431092 0.00037801702464919108 -0.00049717435702502279 0.00011228501327545822
leaf_weight=67 57 59 46 627 50 54 171 59 51 58 261 1754 46 67 105 51 50 88
leaf_count=67 57 59 46 627 50 54 171 59 51 58 261 1754 46 67 105 51 50 88
internal_value=0 -1.52544e-05 -5.15816e-06 -8.00504e-05 -0.000339554 3.14063e-05 4.54036e-05 -4.41075e-05 0.000143539 3.08393e-05 0.000154216 9.73152e-07 -5.53295e-05 -8.87812e-05 -0.000257731 -4.47133e-05 -0.000236519 -3.1304e-05
internal_weight=0 3664 3605 1190 142 2415 2298 1048 198 2244 432 1812 96 850 172 678 117 147
internal_count=3721 3664 3605 1190 142 2415 2298 1048 198 2244 432 1812 96 850 172 678 117 147
is_linear=0
shrinkage=0.0995203


Tree=8466
num_leaves=10
num_cat=0
split_feature=6 10 17 4 6 5 2 22 7
split_gain=0.00189989 0.00101922 0.000918317 0.00125182 0.00064726 0.000636495 0.00152947 0.000665844 0.000672142
threshold=-0.52821499999999999 0.090150000000000022 -0.55754499999999996 0.095805000000000015 0.18123500000000006 0.51100000000000012 -0.072419999999999998 0.12953000000000006 -0.10984999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 8 -4
right_child=1 -3 4 -5 -6 6 -8 -9 -10
leaf_value=-0.0005606678844892319 -6.7573752767170319e-05 -0.00034789392716343289 -0.00031532367933158161 0.00060795070594007984 -0.00028850860464875835 -0.00048450839960818674 0.00018627335163897871 -0.00031810508617598925 1.5242197695583673e-05
leaf_weight=64 49 88 62 56 83 84 54 63 3118
leaf_count=64 49 88 62 56 83 84 54 63 3118
internal_value=0 -1.31719e-05 -4.68933e-06 0.00028491 -1.37039e-05 -6.71562e-06 -0.000216097 1.94178e-06 8.53977e-06
internal_weight=0 3657 3569 105 3464 3381 138 3243 3180
internal_count=3721 3657 3569 105 3464 3381 138 3243 3180
is_linear=0
shrinkage=0.0995203


Tree=8467
num_leaves=9
num_cat=0
split_feature=21 4 10 7 8 8 26 17
split_gain=0.0017619 0.00166104 0.000784964 0.000733931 0.000809213 0.000733296 0.000840895 0.000652929
threshold=0.16638500000000003 0.15028500000000003 0.090150000000000022 -0.15142999999999998 -0.51030999999999993 -0.09547499999999999 0.10725000000000003 -0.55754499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -7
right_child=-2 -3 -4 4 5 7 -8 -9
leaf_value=-0.00036684960014035103 -0.0005699621522922317 -0.00053569788701371608 -0.00030567057537297899 0.00036318734628213649 -5.421007091683663e-05 0.00027313544021537374 -0.00043776536201636058 1.1293422788599684e-05
leaf_weight=52 57 59 83 63 337 98 70 2902
leaf_count=52 57 59 83 63 337 98 70 2902
internal_value=0 -1.18347e-05 -3.03402e-06 3.86553e-06 9.65684e-06 2.8793e-06 -0.000122189 2.01198e-05
internal_weight=0 3664 3605 3522 3470 3407 407 3000
internal_count=3721 3664 3605 3522 3470 3407 407 3000
is_linear=0
shrinkage=0.0995203


Tree=8468
num_leaves=17
num_cat=0
split_feature=28 18 6 18 8 18 1 1 2 8 2 11 26 26 0 26
split_gain=0.00844623 0.00456797 0.00190569 0.00342379 0.0103809 0.000996034 0.00196939 0.00359431 0.00338206 0.00132677 0.00211444 0.000792388 0.000830318 0.00100449 0.000692164 0.000262534
threshold=0.083225000000000021 0.26473000000000008 0.089315000000000019 -0.088855000000000003 -0.080055000000000001 0.11362500000000002 -0.083284999999999984 -0.08113999999999999 -0.082830000000000001 -0.08237499999999999 -0.06717999999999999 -0.23667999999999997 -0.2382 -0.22491999999999998 -0.085754999999999984 0.084355000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -4 6 8 -8 -5 -7 -11 -1 -13 -14 -15 -6
right_child=-2 -3 3 5 15 9 7 -9 -10 10 -12 12 13 14 -16 -17
leaf_value=0.00032837655718868458 0.0011457501626534912 -0.00075883621230554525 0.0017557756850842875 0.00020631158675138959 -0.00016832535159448368 0.00024607774673608761 0.0010487888289145892 0.00012678254708227741 -0.00079433161462460317 -0.00080595439769529163 4.8104841072671625e-05 -0.00035923673573309654 0.00043923480773750458 -7.7146602782314524e-05 2.7737929906240727e-05 0.00015443457760913316
leaf_weight=64 66 75 50 79 48 54 47 423 57 53 59 72 47 1244 1234 52
leaf_count=64 66 75 50 79 48 54 47 423 57 53 59 72 47 1244 1234 52
internal_value=0 9.48358e-06 2.57947e-05 0.000149187 0.000584932 6.3461e-05 0.00012337 0.000220725 -0.000207056 -0.000150313 -0.000348739 -1.66514e-05 -2.54694e-05 -1.56279e-05 -2.45856e-05 0
internal_weight=0 3658 3583 922 150 772 606 470 136 166 112 2661 2597 2525 2478 100
internal_count=3724 3658 3583 922 150 772 606 470 136 166 112 2661 2597 2525 2478 100
is_linear=0
shrinkage=0.0995203


Tree=8469
num_leaves=21
num_cat=0
split_feature=18 3 18 5 18 3 0 18 18 0 10 10 3 0 23 3 3 0 3 8
split_gain=0.00438468 0.0167109 0.00411786 0.0124708 0.00318505 0.0026485 0.000978369 0.00143684 0.000899508 0.000895091 0.000812955 0.00195533 0.000989669 0.00208225 0.000922776 0.000432643 0.000726331 0.00143536 0.000816496 0.000159128
threshold=-0.069565000000000002 0.082130000000000022 -0.089024999999999993 0.057175000000000011 0.26473000000000008 0.094285000000000022 -0.080884999999999999 -0.086894999999999986 -0.057764999999999997 -0.14731999999999998 0.093790000000000026 0.086275000000000018 0.15537500000000004 -0.057604999999999996 -0.046924999999999994 0.12274500000000002 0.10920500000000002 -0.067059999999999995 0.099655000000000021 0.0051800000000000014
decision_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 9 5 8 6 7 -4 -2 -3 11 12 14 -14 -10 16 18 -18 -11 -17
right_child=4 2 3 -5 -6 -7 -8 -9 10 15 -12 -13 13 -15 -16 19 17 -19 -20 -21
leaf_value=0.0018080638630324963 -0.00035115146672882167 -0.00043114395380496208 0.0006151184613079248 0.0019070885553936193 -0.00068331662658236043 -0.00049605866057828561 0.00068543238530736829 1.4967007574323627e-05 -0.00040347486680690736 2.5165195789478123e-05 -0.00039900378005031762 0.00058718812930660328 0.00072454802392394734 -0.00012553898906576057 -2.1772249938921923e-05 -0.0003407893971378579 -8.2484330640422544e-05 0.00060749436758744451 -0.0003502767967596826 -5.2944876469975055e-05
leaf_weight=60 81 53 55 46 75 52 49 151 65 383 53 54 53 59 2160 46 59 57 67 46
leaf_count=60 81 53 55 46 75 52 49 151 65 383 53 54 53 59 2160 46 59 57 67 46
internal_value=0 0.000191335 9.93967e-05 0.000377468 -4.37872e-05 0.000145607 0.000279667 0.000179176 -2.4467e-05 -3.75096e-05 -1.3305e-05 -4.413e-06 -1.84332e-05 0.000269425 -3.3291e-05 -4.5594e-06 2.66991e-05 0.0002495 -2.89148e-05 -0.000205765
internal_weight=0 1124 1064 353 2600 307 255 206 2525 711 2444 2391 2337 112 2225 658 566 116 450 92
internal_count=3724 1124 1064 353 2600 307 255 206 2525 711 2444 2391 2337 112 2225 658 566 116 450 92
is_linear=0
shrinkage=0.0995203


Tree=8470
num_leaves=14
num_cat=0
split_feature=28 18 6 6 8 8 2 23 4 4 4 6 18
split_gain=0.00702752 0.00298364 0.00173247 0.0108964 0.000936531 0.00297482 0.00103034 0.000926883 0.000851794 0.000963671 0.00141247 0.000731369 0.00060611
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 12 -6 -7 8 9 11 -11 -1 -5
right_child=-2 -3 3 4 5 6 -8 -9 -10 10 -12 -13 -14
leaf_value=2.1766663200670719e-05 0.0010420454836008407 -0.00061531284398200551 0.0015322644077202722 -0.00043764002816060562 0.00065009482488100393 -0.00011869071873527693 0.00020908690264070262 -0.00036997050985800999 0.00035018408143841793 -0.00049051763253770894 -5.6961558525390019e-05 -0.00037436156043145729 -3.5321775577337902e-06
leaf_weight=2214 66 75 53 55 84 262 149 71 65 93 405 47 85
leaf_count=2214 66 75 53 55 84 262 149 71 65 93 405 47 85
internal_value=0 5.59991e-06 1.88254e-05 0.000160881 4.51296e-05 0.000110434 0 -1.46514e-05 -5.4282e-06 -1.41029e-05 -0.000139571 1.31702e-05 -0.000179922
internal_weight=0 3658 3583 688 635 495 411 2895 2824 2759 498 2261 140
internal_count=3724 3658 3583 688 635 495 411 2895 2824 2759 498 2261 140
is_linear=0
shrinkage=0.0995203


Tree=8471
num_leaves=15
num_cat=0
split_feature=28 18 6 6 18 2 8 8 2 23 4 4 4 6
split_gain=0.00569911 0.00241882 0.00140347 0.00883657 0.000836486 0.0018546 0.00157191 0.00225065 0.00104082 0.000751359 0.000690898 0.000783071 0.00114326 0.000593235
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 6 -6 8 -8 -5 10 11 13 -13 -1
right_child=-2 -3 3 4 5 -7 7 -9 -10 -11 -12 12 -14 -15
leaf_value=1.9600454088475787e-05 0.00093834087992640308 -0.00055407683438554777 0.0013797731887166679 6.7423634962032546e-05 -0.00069215944759175307 0.00012090750776921319 0.0006937460671887452 7.6258478069155783e-05 -0.00052050467337965507 -0.00033315096755833553 0.00031533371314772869 -0.00044170121439079214 -5.1292715608449819e-05 -0.000337105014291542
leaf_weight=2214 66 75 53 56 46 67 72 335 59 71 65 93 405 47
leaf_count=2214 66 75 53 56 46 67 72 335 59 71 65 93 405 47
internal_value=0 4.95352e-06 1.68837e-05 0.000144751 4.03816e-05 -0.000202831 9.45994e-05 0.000187506 -0.000227091 -1.32214e-05 -4.88797e-06 -1.27289e-05 -0.000125844 1.18235e-05
internal_weight=0 3658 3583 688 635 113 522 407 115 2895 2824 2759 498 2261
internal_count=3724 3658 3583 688 635 113 522 407 115 2895 2824 2759 498 2261
is_linear=0
shrinkage=0.0995203


Tree=8472
num_leaves=28
num_cat=0
split_feature=1 9 3 1 26 2 9 5 4 26 9 9 9 17 1 4 29 9 9 17 9 9 26 3 9 2 26
split_gain=0.00679562 0.0153126 0.0766507 0.0086 0.0089976 0.00115911 0.0027703 0.00372909 0.00114117 0.00129773 0.00104442 0.000861245 0.00286903 0.000851343 0.00108596 0.00150574 0.000832563 0.000819706 0.00110593 0.000763048 0.0007567 0.00186439 0.00141995 0.000657491 0.000614317 0.000375766 0.000767116
threshold=-0.084059999999999996 0.087885000000000019 0.088325000000000028 -0.082195000000000004 0.09167500000000002 -0.08569499999999998 0.083925000000000013 -0.0083599999999999994 0.10300500000000003 0.089795000000000028 0.082335000000000019 0.083835000000000021 0.085335000000000022 -0.012064999999999999 -0.50763499999999995 0.09939000000000002 0.12330000000000002 0.11408000000000003 0.10892000000000003 -0.16207999999999997 0.096535000000000024 0.097990000000000022 0.093835000000000016 0.093835000000000016 0.11741500000000002 -0.043929999999999997 0.11575500000000001
decision_type=2 2 2 2 2 2 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 10 -8 9 -4 -1 13 -13 14 -7 -16 17 18 20 -9 22 -22 -5 -11 -19 26 -26
right_child=3 2 8 16 -6 11 7 19 -10 23 -12 12 -14 -15 15 -17 -18 24 -20 -21 21 -23 -24 -25 25 -27 -28
leaf_value=-1.8176856280441186e-05 -0.0019807636922236898 0.0043605668293635281 -0.00025386044552843718 -1.6186219473163798e-05 -5.2054156570548883e-06 0.00051042592345589672 -0.00093746987290135397 -0.00034683740916848676 0.00054858057790262409 0.00046082595844529491 0.0005571896996167953 0.0008639234364237545 -0.00013409144213115835 -0.00026702087678901821 -0.00037648060466594313 0.00036966019500498054 0.00038404331336552936 0.00048414078064222429 -0.00046087745799696603 0.00016965177787065823 0.00053215973370853787 -2.950729582159106e-05 -0.00024452203513908847 -7.8573928910227514e-06 -0.00031753505136936002 0.00030587080961621275 0.00020568688863857048
leaf_weight=74 46 51 91 1755 47 52 75 47 52 64 51 54 58 77 60 48 50 47 61 70 79 217 321 49 51 46 60
leaf_count=74 46 51 91 1755 47 52 75 47 52 64 51 54 58 77 60 48 50 47 61 70 79 217 321 49 51 46 60
internal_value=0 0.000255344 0.000836879 -5.01364e-05 -0.000991166 -1.14916e-05 -0.000150361 -0.00038925 0.000131696 2.14182e-05 0.000210024 0.000112299 0.000339785 1.34084e-06 0.000135606 -3.72826e-05 -1.72616e-05 -2.51812e-05 -4.15173e-05 -3.083e-05 -3.03876e-05 0.000117632 -5.18868e-05 0.000250347 0.000165638 6.50764e-05 -2.73374e-05
internal_weight=0 973 307 2780 93 666 317 192 256 204 125 349 112 237 160 108 2687 2637 2433 117 2372 296 2076 113 204 157 111
internal_count=3753 973 307 2780 93 666 317 192 256 204 125 349 112 237 160 108 2687 2637 2433 117 2372 296 2076 113 204 157 111
is_linear=0
shrinkage=0.0995203


Tree=8473
num_leaves=18
num_cat=0
split_feature=1 1 3 8 1 3 1 3 4 3 26 8 7 5 3 19 8
split_gain=0.00550856 0.0101085 0.0112246 0.0211155 0.00719839 0.00389507 0.00125707 0.00105746 0.000891658 0.00283222 0.000890506 0.000742923 0.00116601 0.000810285 0.000759932 0.000560953 0.0005212
threshold=-0.084059999999999996 -0.085014999999999993 0.084235000000000018 -0.075449999999999989 -0.082635 0.084855000000000028 -0.081744999999999998 0.085355000000000028 0.09939000000000002 0.11225500000000002 0.089795000000000028 -0.47145500000000001 -0.22253999999999999 -0.14822499999999997 0.11404500000000002 0.031160000000000004 -0.090134999999999993
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 -2 -4 -6 -7 10 -10 -9 -8 -13 14 -14 -15 -1
right_child=4 -3 5 -5 6 7 11 8 9 -11 -12 12 13 15 -16 -17 -18
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leaf_weight=60 59 47 57 70 71 46 77 308 73 81 161 47 341 1617 231 337 70
leaf_count=60 59 47 57 70 71 46 77 308 73 81 161 47 341 1617 231 337 70
internal_value=0 0.000229849 0.000156604 0.000816876 -4.51761e-05 -2.41613e-05 -2.12881e-05 4.1962e-05 6.6296e-06 0.000215578 -6.02348e-05 -9.89966e-06 -1.9314e-05 -2.87581e-05 -0.000132953 1.32424e-06 6.00259e-05
internal_weight=0 973 926 200 2780 726 2721 669 623 154 469 2650 2573 2526 572 1954 130
internal_count=3753 973 926 200 2780 726 2721 669 623 154 469 2650 2573 2526 572 1954 130
is_linear=0
shrinkage=0.0995203


Tree=8474
num_leaves=21
num_cat=0
split_feature=18 18 3 3 6 5 20 30 8 8 2 9 20 20 6 2 9 18 8 6
split_gain=0.0118062 0.00680281 0.0303638 0.00152032 0.00853413 0.000862179 0.00134082 0.00121565 0.000870959 0.00109631 0.000819624 0.00114091 0.00135062 0.0013986 0.000775839 0.000772972 0.00334819 0.00401721 0.00122919 0.00133708
threshold=0.26473000000000008 -0.092864999999999989 0.084235000000000018 0.085845000000000019 0.088750000000000023 -0.53313499999999991 -0.042414999999999994 0.11032500000000002 -0.49499500000000002 -0.41646 0.096520000000000022 0.083760000000000015 -0.07825 -0.069434999999999983 -0.069354999999999986 -0.08569499999999998 0.083925000000000013 -0.011039999999999999 -0.077259999999999995 0.087455000000000019
decision_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 15 6 -5 8 -7 -10 11 -4 14 -14 -13 16 -3 -18 19 -17
right_child=-2 3 10 5 -6 7 -8 -9 9 -11 -12 12 13 -15 -16 18 17 -19 -20 -21
leaf_value=0.0022522891293829481 0.0012854633781427135 0.00026298901141896163 -0.00033878236288213399 -0.00066238197844458585 -0.0013502217589158451 -0.00044933531612798575 6.0587214562131999e-05 0.00042506255375182329 0.00043526795906579301 -2.6614910943834585e-05 0.00034484909763976578 -0.00047282350949846684 0.00062922710171820233 7.0580681468664707e-05 3.0161155486942903e-05 3.5299409738656598e-06 -0.0012878279013796663 -0.00015407845236946376 -0.00034296227330037505 0.00058405681729976639
leaf_weight=70 72 86 82 52 58 47 46 61 52 2160 79 57 58 209 59 233 46 101 77 48
leaf_count=70 72 86 82 52 58 47 46 61 52 2160 79 57 58 209 59 233 46 101 77 48
internal_value=0 -1.11264e-06 0.000301035 -6.18682e-05 -0.000197302 -2.51788e-05 -0.000314676 -1.25972e-05 -2.47778e-05 -1.53868e-05 4.84497e-05 -1.45812e-07 7.02186e-05 0.000195001 -0.000209938 -8.27703e-05 -0.00022397 -0.000514426 6.84112e-06 0.000105608
internal_weight=0 3681 614 3067 649 2418 98 2320 2259 2212 544 465 383 267 116 591 233 147 358 281
internal_count=3753 3681 614 3067 649 2418 98 2320 2259 2212 544 465 383 267 116 591 233 147 358 281
is_linear=0
shrinkage=0.0995203


Tree=8475
num_leaves=23
num_cat=0
split_feature=18 18 3 3 3 5 5 26 18 3 2 18 5 3 6 5 18 2 4 4 2 20
split_gain=0.00957249 0.00552512 0.0246127 0.0012324 0.00817719 0.000902433 0.00422904 0.00220631 0.00162707 0.000776922 0.00122351 0.00199716 0.00290373 0.000946174 0.00233999 0.00100832 0.000903033 0.000883115 0.000680162 0.00151226 0.00101319 0.000823221
threshold=0.26473000000000008 -0.092864999999999989 0.084235000000000018 0.085845000000000019 0.085355000000000028 -0.0078499999999999976 -0.011514999999999999 0.085005000000000011 -0.0092699999999999987 0.087625000000000022 -0.086554999999999993 0.086800000000000016 -0.01554 0.098755000000000023 0.11690000000000002 -0.53313499999999991 0.10435500000000002 -0.082484999999999989 0.09939000000000002 0.084755000000000025 -0.018864999999999996 -0.07825
decision_type=2 2 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 -7 -3 10 -5 12 -12 14 17 -15 -17 -11 19 20 21 -4
right_child=-2 3 18 9 -6 7 -8 -9 -10 13 11 -13 -14 15 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=0.002028140843638491 0.001157533823993489 0.00047375834929318337 -0.00018639657948937759 -0.00028403677171789498 -0.0012194205359935242 -0.00018077639031098148 -0.00080578064168301421 0.00065323140704563526 -7.9532526955181432e-05 -0.00019707571774657035 0.0010943189002850288 -0.00014550200929472069 0.00013738205395447006 -0.00030235984122241609 -0.00066478707477502939 0.00010756060856417976 -0.00013619030988677039 -3.109430322340079e-06 0.00036298992423384368 -0.00042284442104376357 0.00051827654925302926 0.00012763368287816627
leaf_weight=70 72 63 124 55 67 71 75 55 318 353 48 84 98 84 70 732 187 707 59 70 46 245
leaf_count=70 72 63 124 55 67 71 75 55 318 353 48 84 98 84 70 732 187 707 59 70 46 245
internal_value=0 -9.35522e-07 0.000271342 -5.57111e-05 -0.000177666 -5.63325e-05 -0.00012254 0.000176778 9.80794e-06 -2.26394e-05 0.000130975 0.000233777 0.000457599 -4.35483e-05 -0.00010614 2.61528e-05 5.70709e-05 -6.84762e-05 4.37778e-05 3.25786e-06 7.71032e-05 1.98874e-05
internal_weight=0 3681 614 3067 649 582 456 126 381 2418 285 230 146 2133 1130 1003 919 1060 544 485 415 369
internal_count=3753 3681 614 3067 649 582 456 126 381 2418 285 230 146 2133 1130 1003 919 1060 544 485 415 369
is_linear=0
shrinkage=0.0995203


Tree=8476
num_leaves=25
num_cat=0
split_feature=18 9 17 2 17 17 17 18 26 9 9 2 26 9 2 1 26 8 3 3 6 3 3 9
split_gain=0.00964768 0.0106249 0.00384548 0.00876404 0.00219825 0.00212296 0.0204252 0.00133544 0.00128623 0.00120339 0.00290871 0.00182779 0.00108654 0.00175769 0.00105618 0.0033262 0.00326693 0.000889899 0.00220629 0.00250257 0.00150502 0.00078053 0.0015668 0.00140581
threshold=0.23251500000000005 0.091010000000000021 0.51734000000000024 -0.079149999999999984 -0.065699999999999995 -0.0077549999999999997 -0.0088649999999999996 -0.44183499999999992 0.10439000000000002 0.10054500000000002 0.11351500000000002 -0.077544999999999989 -0.23202999999999999 0.11351500000000002 -0.083104999999999998 -0.083284999999999984 0.088115000000000013 -0.081234999999999988 0.08785500000000003 0.086605000000000029 -0.095554999999999987 0.086535000000000015 0.088535000000000016 0.084055000000000032
decision_type=2 2 2 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 7 6 14 -1 12 11 -11 -10 -7 -14 16 -16 -6 21 19 -19 -20 23 -23 -9
right_child=1 -3 3 -5 5 8 -8 17 9 10 -12 -13 13 -15 15 -17 -18 18 20 -21 -22 22 -24 -25
leaf_value=0.00026627257305178372 0.0020773710712708206 0 -0.0016530918471120636 0.00014333834972665875 0.00012053967885801805 -0.00043580945620212117 0.0022091774343854422 -0.00011738874267269725 1.5939400686690497e-06 0.00063116984796658118 -0.00039937210319292599 -0.00067906894716975128 2.9742223983747911e-05 0.00059129623852767054 -0.00049455816200723172 0.00034472549135693305 -0.00074051639673610489 -0.00027513833430722732 0.00041735746285936106 -0.0011109670586168612 -0.00015022595226815046 -0.00049301808386130203 5.6407482619250469e-06 0.0004368352757483797
leaf_weight=88 46 52 46 63 144 46 47 95 66 48 62 88 1281 58 59 217 62 145 50 49 539 83 239 84
leaf_count=88 46 52 46 63 144 46 47 95 66 48 62 88 1281 58 59 217 62 145 50 49 539 83 239 84
internal_value=0 0.00097562 -2.49455e-05 -0.000607278 -6.83486e-06 5.50745e-05 0.000228551 -0.00010571 -8.05392e-08 -0.000201891 4.2877e-05 -0.000382041 3.77962e-05 5.46778e-05 3.3721e-05 0.000162347 -0.000134639 -0.000131842 -0.000198282 -0.00049047 -0.000100654 -2.63703e-05 -0.000120353 0.000138121
internal_weight=0 98 3659 109 3550 2178 529 1372 1649 264 110 154 1385 1339 482 276 206 1284 783 194 589 501 322 179
internal_count=3757 98 3659 109 3550 2178 529 1372 1649 264 110 154 1385 1339 482 276 206 1284 783 194 589 501 322 179
is_linear=0
shrinkage=0.0995203


Tree=8477
num_leaves=17
num_cat=0
split_feature=19 1 1 1 3 26 1 8 1 1 3 1 18 18 7 3
split_gain=0.0100271 0.00932031 0.00177698 0.00177921 0.00138256 0.00124944 0.00197822 0.0144455 0.00258445 0.00182094 0.00275913 0.00201172 0.000820271 0.00146404 0.00078213 0.00104512
threshold=0.14071500000000006 -0.55579999999999996 -0.112275 -0.14482999999999999 0.081685000000000021 0.098495000000000013 -0.043804999999999997 -0.097604999999999997 -0.050379999999999994 -0.083284999999999984 0.090360000000000024 -0.07002499999999999 -0.13579499999999997 -0.093649999999999997 -0.074779999999999999 0.13640000000000005
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 6 7 -4 -9 -7 -11 -12 -6 -14 -8 -16
right_child=-2 2 5 -5 12 9 14 8 -10 10 11 -13 13 -15 15 -17
leaf_value=0.0013828522157942498 -0.0014434045473401152 -0.00052019689570586202 0.0018720128278792052 -0.00074059879737882895 -0.00033670428860628504 -0.00061766802876818785 0.00034047481314653693 3.5194222898484117e-05 0.00070239347332709285 0.00053854053725295545 -0.00045131517963706177 8.9267791027183047e-06 0.00051600161355471439 -6.3519911885495878e-05 3.6193712141237862e-06 -0.0002629572822304104
leaf_weight=49 47 68 47 51 67 62 61 853 62 69 138 285 54 209 1474 161
leaf_count=49 47 68 47 51 67 62 61 853 62 69 138 285 54 209 1474 161
internal_value=0 1.93832e-05 9.105e-07 -0.000184303 -0.000110962 2.7056e-05 5.55972e-05 0.000169637 8.12981e-05 -0.000108402 -4.25626e-05 -0.000139288 -2.41538e-05 5.23567e-05 -8.60551e-06 -2.213e-05
internal_weight=0 3710 3661 449 398 3212 2658 962 915 554 492 423 330 263 1696 1635
internal_count=3757 3710 3661 449 398 3212 2658 962 915 554 492 423 330 263 1696 1635
is_linear=0
shrinkage=0.0995203


Tree=8478
num_leaves=17
num_cat=0
split_feature=19 1 2 0 6 1 21 2 0 17 5 3 6 1 3 2
split_gain=0.00813094 0.00755721 0.00154611 0.00163845 0.0078734 0.0116566 0.0010389 0.00190124 0.000957492 0.00101213 0.000890418 0.00154993 0.00083927 0.00112388 0.00146039 0.000844467
threshold=0.14071500000000006 -0.55579999999999996 -0.097214999999999996 -0.091134999999999994 0.024640000000000006 -0.076329999999999995 -0.0092899999999999996 -0.10077999999999999 -0.092939999999999995 0.22924500000000006 -0.43873000000000001 0.080495000000000025 -0.42102499999999998 0.091025000000000009 0.14058000000000004 -0.089054999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 8 -6 -3 10 9 -4 -8 -12 -5 15 -15 -14
right_child=-2 2 3 12 5 -7 7 -9 -10 -11 11 -13 13 14 -16 -17
leaf_value=0.0012452304385138116 -0.001299756708458117 0.00020869523699036842 -5.9144235538130817e-05 0.00034130436490742867 -0.00015127439237694009 0.0017422338234690331 0.00020931287016993466 -0.00079239971207184685 0.00038964072241786925 0.00028301083277906179 -0.00074384895231074575 -0.00011328068572497826 0.00025970976745146881 -0.0007147275531403616 2.7552197549073342e-05 -2.8231524531878139e-05
leaf_weight=49 47 63 625 62 59 69 59 51 64 99 46 277 106 53 48 1980
leaf_count=49 47 63 625 62 59 69 59 51 64 99 46 277 106 53 48 1980
internal_value=0 1.74762e-05 8.19891e-07 2.66449e-05 0.000138951 0.00086305 -0.000162321 -0.000218193 2.02918e-05 -1.12271e-05 -0.000139388 -0.000205618 -1.87324e-05 -2.93135e-05 -0.000353856 -1.32074e-05
internal_weight=0 3710 3661 3165 916 128 496 433 788 724 382 323 2249 2187 101 2086
internal_count=3757 3710 3661 3165 916 128 496 433 788 724 382 323 2249 2187 101 2086
is_linear=0
shrinkage=0.0995203


Tree=8479
num_leaves=18
num_cat=0
split_feature=18 17 8 1 3 1 18 21 20 18 18 1 5 10 3 0 18
split_gain=0.00842649 0.00329364 0.00746748 0.00143458 0.00144755 0.0012765 0.00126456 0.00137533 0.00129018 0.00125758 0.00570006 0.00195807 0.00125485 0.000515545 0.00033293 0.00110824 0.00056855
threshold=0.31227500000000008 0.51734000000000024 -0.081864999999999993 -0.112275 0.090360000000000024 -0.50763499999999995 0.19545000000000004 0.13557500000000003 0.0074100000000000017 0.089775000000000021 0.081485000000000016 -0.080349999999999991 0.062500000000000014 0.086165000000000019 0.10457000000000002 0.12461500000000002 -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 3 -3 4 5 -1 7 9 -9 10 -5 -11 -7 14 16 -16 -6
right_child=-2 2 -4 6 13 12 -8 8 -10 11 -12 -13 -14 -15 15 -17 -18
leaf_value=4.6636320477195907e-05 0.0012351349520628191 -0.0015215540601736135 0.00013595116847527289 1.7574049140829851e-05 0.00043997185565268075 -0.0001741083238521602 0.00050215530430163088 -0.000704225865923377 0 -0.00058974858411697741 0.00063097323150233179 -3.177337548455905e-05 -0.00078795171428081934 -0.00027062223144139257 -0.00025879353552829472 0.00032722928371594663 -3.2847917585346693e-05
leaf_weight=50 54 46 63 2261 47 63 54 50 51 73 161 453 80 64 90 49 48
leaf_count=50 54 46 63 2261 47 63 54 50 51 73 161 453 80 64 90 49 48
internal_value=0 -1.70783e-05 -0.000556036 -5.04801e-07 -0.000158792 -0.000371364 2.42778e-05 1.55457e-05 -0.000344955 2.81744e-05 5.86871e-05 -0.000110767 -0.000523242 -1.83725e-05 4.71205e-05 -4.63205e-05 0.000192456
internal_weight=0 3703 109 3594 491 193 3103 3049 101 2948 2422 526 143 298 234 139 95
internal_count=3757 3703 109 3594 491 193 3103 3049 101 2948 2422 526 143 298 234 139 95
is_linear=0
shrinkage=0.0995203


Tree=8480
num_leaves=20
num_cat=0
split_feature=18 26 26 20 11 17 18 2 4 25 8 8 2 5 18 6 26 6 1
split_gain=0.00699759 0.00260237 0.014196 0.0303806 0.00316104 0.00196431 0.00144684 0.000906518 0.00159406 0.00150212 0.00145244 0.000956543 0.000864928 0.00103028 0.000719513 0.000675915 0.00179523 0.0015742 0.000559449
threshold=0.31227500000000008 0.087170000000000011 0.087960000000000024 -0.0049799999999999992 -0.37931999999999999 0.51392000000000015 -0.0092699999999999987 -0.096314999999999998 0.10801000000000002 0.096120000000000025 1.0000000180025095e-35 -0.13559999999999997 -0.089054999999999995 -0.49053999999999998 -0.11166 0.11816500000000002 0.099260000000000029 0.10877500000000002 0.10924000000000002
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 15 -5 8 10 12 11 -6 -9 -14 -12 17 -17 18 -4
right_child=-2 2 5 6 7 -7 -8 9 -10 -11 14 -13 13 -15 -16 16 -18 -19 -20
leaf_value=-0.00082820490632685561 0.0011465342029699391 0.0031519205909549602 -6.1329677266236276e-06 0.00044841785917269393 -3.4723019014871166e-05 0.00052744469194997991 -0.00028707148047803888 0.00028876382718534657 -0.00068704810303762173 0.00054327640158073924 -0.00024904116967953586 -0.00065583236726251127 0.00016822192514622409 -8.0666063940620597e-05 0.00017333329493299148 -0.00070423004050465304 0.00011732585929222626 0.00043572112113606843 -0.00024146612383133155
leaf_weight=53 54 46 1106 53 46 68 52 78 55 46 54 61 186 1345 146 49 54 77 111
leaf_count=53 54 46 1106 53 46 68 52 78 55 46 54 61 186 1345 146 49 54 77 111
internal_value=0 5.08126e-06 9.99296e-05 0.00101872 -6.85691e-05 4.6694e-06 7.63791e-05 -4.82026e-05 -0.000191076 -1.6457e-05 -9.95546e-05 -0.000396464 -3.29681e-05 -4.98942e-05 5.5199e-05 -2.01911e-05 -0.000265564 -2.72541e-08 -2.82699e-05
internal_weight=0 3686 1616 151 2070 1465 105 2017 362 1655 307 107 1609 1531 200 1397 103 1294 1217
internal_count=3740 3686 1616 151 2070 1465 105 2017 362 1655 307 107 1609 1531 200 1397 103 1294 1217
is_linear=0
shrinkage=0.0995203


Tree=8481
num_leaves=21
num_cat=0
split_feature=18 26 26 4 3 8 24 8 9 8 18 9 9 18 9 2 3 8 9 4
split_gain=0.00567426 0.00234592 0.0309455 0.00192025 0.00134966 0.00203845 0.00135458 0.000784548 0.00118568 0.000742594 0.000682002 0.00172399 0.00203537 0.00136565 0.00169205 0.00123752 0.000858868 0.000547968 0.000967988 0.000494615
threshold=0.31227500000000008 0.087625000000000022 0.087960000000000024 0.15340500000000004 -0.012959999999999999 -0.07034 0.084270000000000025 -0.094139999999999988 0.087215000000000015 -0.091134999999999994 -0.082304999999999989 0.092605000000000021 0.089855000000000032 -0.069565000000000002 0.092605000000000021 -0.076954999999999996 0.089095000000000021 -0.090274999999999994 0.11296000000000002 0.11541000000000003
decision_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 7 8 -6 -9 11 12 16 14 -12 -13 -4 19 -19 -15
right_child=-2 2 10 -5 6 -7 -8 9 -10 -11 13 15 -14 17 -16 -17 -18 18 -20 -21
leaf_value=0.00012103510070300131 0.0010324308399527599 0.0022238526773579715 -0.00046187245490861425 -0.00069256429857415727 -7.7615097668210252e-05 -0.00068977691822939781 0.0004412622088107386 0.00026519857413026315 -0.00056298193615175165 -3.1470995703163395e-05 0.00076317656492905185 0.0004544998639107251 -0.00091264569311259576 -0.00019876686773589034 -3.4294389458319185e-05 -0.00012720762617562505 8.048882463649954e-05 9.2110044640777034e-05 -0.00021411097658208215 0.00013703548025300653
leaf_weight=49 54 65 46 47 217 76 59 88 67 1553 55 63 46 194 47 82 73 687 119 53
leaf_count=49 54 65 46 47 217 76 59 88 67 1553 55 63 46 194 47 82 73 687 119 53
internal_value=0 4.53137e-06 9.89853e-05 -6.2118e-05 -4.768e-05 -0.00036539 -2.72504e-05 -4.20353e-05 -0.000195003 -1.5063e-05 4.14909e-06 -0.000126289 -0.000347589 3.98673e-05 0.000387689 0.000119889 -0.000122284 5.39778e-06 4.58831e-05 -0.000123398
internal_weight=0 3686 1530 2156 2109 125 1984 1925 284 1641 1465 310 165 1155 102 145 119 1053 806 247
internal_count=3740 3686 1530 2156 2109 125 1984 1925 284 1641 1465 310 165 1155 102 145 119 1053 806 247
is_linear=0
shrinkage=0.0995203


Tree=8482
num_leaves=18
num_cat=0
split_feature=18 21 21 26 21 21 8 2 10 21 4 4 20 20 26 9 21
split_gain=0.00460144 0.00225907 0.0190826 0.0025192 0.00133785 0.00150359 0.00148898 0.0010713 0.00137905 0.00109176 0.000785042 0.0017696 0.00137805 0.00133117 0.000729178 0.000332509 0.0001542
threshold=0.31227500000000008 0.090285000000000018 0.091635000000000022 -0.23202999999999999 0.087625000000000022 0.086565000000000017 -0.069444999999999993 -0.098809999999999995 0.09056500000000002 0.085470000000000018 0.10845500000000002 0.12273500000000002 -0.096095 -0.083495 -0.084149999999999989 0.087295000000000025 0.14299000000000003
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 7 15 8 -5 -9 12 -12 -4 -14 -15 -6 -13
right_child=-2 2 10 4 6 -7 -8 9 -10 -11 11 16 13 14 -16 -17 -18
leaf_value=-0.00070882362061213528 0.00092968317204016537 0.0015503413131264319 0.0004692905550392707 -0.00027245021352368889 9.3384772370130634e-05 0.00051831030731397994 -0.00077873124073192274 1.522494684640765e-05 0.0003027264893047455 -0.00042235294072337807 -0.00065529009916849264 -6.7236237055405692e-05 -0.00051490474202328424 -0.00027119775797860055 7.6089327598862299e-05 -0.00027671867400134135 0.00017703828906120625
leaf_weight=55 54 86 67 285 46 52 48 2105 47 58 56 52 47 67 523 46 46
leaf_count=55 54 86 67 285 46 52 48 2105 47 58 56 52 47 67 523 46 46
internal_value=0 4.0141e-06 0.000137 -4.14711e-05 -2.75065e-05 -1.07101e-05 -0.000327232 -2.20639e-05 -0.000188559 3.11299e-06 -3.70908e-06 -0.000208109 3.98406e-05 -4.04409e-06 3.52641e-05 -8.27689e-05 3.90699e-05
internal_weight=0 3686 944 2742 2687 2547 140 2495 332 2163 858 154 704 637 590 92 98
internal_count=3740 3686 944 2742 2687 2547 140 2495 332 2163 858 154 704 637 590 92 98
is_linear=0
shrinkage=0.0995203


Tree=8483
num_leaves=14
num_cat=0
split_feature=17 30 1 1 0 8 5 17 8 36 10 18 1
split_gain=0.00581855 0.00219524 0.00273824 0.0298616 0.00132628 0.00214442 0.0023262 0.0012745 0.00155997 0.000967472 0.000893736 0.000661896 0.000570573
threshold=-0.57205499999999987 0.12577500000000003 0.066150000000000028 0.078505000000000019 -0.03431 -0.010374999999999999 -0.47386999999999996 0.51392000000000015 -0.077784999999999993 0.08605500000000002 0.090150000000000022 0.22074500000000005 0.15756500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 -4 5 12 -7 9 -9 10 11 -2 -5
right_child=1 -3 3 4 -6 6 -8 8 -10 -11 -12 -13 -14
leaf_value=0.0010822219297269122 -1.9870433444449821e-05 -0.00068179406758451513 0.0026385246724641744 -0.00034718192718552243 -0.00039191251137026738 -1.1125001022581418e-05 0.00067889534638970685 0.00071919448409124326 -3.385597500284864e-05 -0.00047508381987558735 -0.0004722553032146405 -0.00031686568666404436 -1.3945957551709102e-05
leaf_weight=50 2677 46 46 62 71 92 97 49 57 51 46 77 319
leaf_count=50 2677 46 46 62 71 92 97 49 57 51 46 77 319
internal_value=0 1.15341e-06 9.99925e-06 0.00018915 1.20983e-05 6.38587e-05 0.000338681 -3.1346e-05 0.00030653 -4.41953e-05 -3.60546e-05 -2.84715e-05 -7.0322e-05
internal_weight=0 3690 3644 687 641 570 189 2957 106 2851 2800 2754 381
internal_count=3740 3690 3644 687 641 570 189 2957 106 2851 2800 2754 381
is_linear=0
shrinkage=0.0995203


Tree=8484
num_leaves=23
num_cat=0
split_feature=8 8 18 17 17 17 17 17 6 4 5 4 19 19 17 17 1 1 18 6 26 17
split_gain=0.00166427 0.0136321 0.00109291 0.000693039 0.000913087 0.000806918 0.00120108 0.00102935 0.000805922 0.000576254 0.000889816 0.000551424 0.000546095 0.00154574 0.000416443 0.000906954 0.0004526 0.000938313 0.000610202 0.000274584 0.000241248 3.97392e-05
threshold=-0.091914999999999983 -0.092984999999999998 0.15891500000000006 -0.5696199999999999 -0.089699999999999988 -0.084209999999999993 -0.078119999999999995 -0.07107999999999999 0.10681500000000003 0.11541000000000003 -0.084089999999999984 0.13962500000000003 0.085835000000000022 0.0069650000000000016 -0.0044799999999999987 -0.035539999999999995 -0.080500000000000002 0.18123500000000006 0.090540000000000023 0.004915000000000001 0.047170000000000011 -0.11491499999999999
decision_type=2 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 -2 8 -6 -7 -8 12 14 11 -11 13 -5 15 20 -16 18 -18 -4 -1 -22
right_child=2 -3 19 4 5 6 7 -9 -10 10 -12 -13 -14 -15 16 -17 17 -19 -20 -21 21 -23
leaf_value=6.4102513934067304e-05 0.00036761377413135757 -0.0017239421374030262 -0.00016140872977934048 -0.00011078470111916922 0.00031923014379047393 -0.00041803082274511233 0.0004561694349659377 1.0557047012653115e-05 0.00025760888223738129 -0.00022743933591832773 0.00042693288874384592 0.00018518162433274528 0.00014464555818831395 -0.00069378545109546842 -0.00025408741773334841 -0.00061735062856939599 0.00045879539226973385 -0.00020798416263242433 -1.0019648145664487e-05 -0.00051460486885212674 -0.00010236616764556673 -0.00027838035908142367
leaf_weight=49 48 53 56 693 87 63 53 1861 57 76 54 54 65 49 69 47 58 80 46 49 46 46
leaf_count=49 48 53 56 693 87 63 53 1861 57 76 54 54 65 49 69 47 58 80 46 49 46 46
internal_value=0 -0.000190953 -1.8304e-05 -6.88942e-06 -1.33084e-05 2.23253e-05 8.84558e-06 2.33241e-05 -9.93808e-05 -5.96461e-05 8.57e-05 -4.97458e-05 -0.00012561 -0.000150388 -0.000122146 -0.000235146 -3.49413e-05 4.27894e-05 0.000243564 -0.00033403 -0.000101938 -0.000199271
internal_weight=0 678 3081 2976 2928 2064 1977 1914 864 625 184 130 807 742 441 188 253 184 104 105 141 92
internal_count=3759 678 3081 2976 2928 2064 1977 1914 864 625 184 130 807 742 441 188 253 184 104 105 141 92
is_linear=0
shrinkage=0.0995203


Tree=8485
num_leaves=23
num_cat=0
split_feature=3 3 18 17 18 18 5 1 26 1 1 19 18 9 17 26 1 9 20 3 3 4
split_gain=0.00134042 0.011247 0.00139074 0.0015874 0.00102885 0.000763006 0.00210388 0.000994194 0.0018914 0.000563232 0.000958281 0.000908066 0.00135899 0.00184993 0.00105789 0.000898842 0.000811213 0.000657499 0.000809654 0.000643738 0.000617327 0.00048275
threshold=0.084955000000000017 0.084735000000000019 -0.10303999999999999 0.10932500000000002 0.31227500000000008 -0.010395 -0.0078499999999999976 -0.088174999999999989 0.085855000000000029 0.054560000000000004 0.10637500000000003 -0.071824999999999986 -0.12363 0.094085000000000016 -0.56005499999999986 -0.088059999999999986 -0.49056499999999997 0.098875000000000018 -0.077724999999999989 0.15361500000000003 0.088385000000000033 0.12988000000000002
decision_type=2 2 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 6 -4 -7 -9 11 17 -2 13 20 -14 -12 -16 18 -11 21 -13 -17
right_child=4 -3 3 -5 -6 7 -8 8 -10 10 15 12 14 -15 16 19 -18 -19 -20 -21 -22 -23
leaf_value=-0.00055205192065781942 -0.00041013817481068741 -0.001523974006857667 -0.00056052605355587804 0.00046684290030240731 -0.00045706624478992266 -0.00025797547772677553 0.00017381243829650773 -1.9722509476264933e-05 0.00065266121946719747 -0.00011413772655644929 0.0003231176841928237 0.0003221317001192818 -0.00039809598418542701 0.00071569945489155333 0.00031947786716741213 2.4298059032991176e-05 0 0 -0.00057911961369860702 -0.00041642365712539812 -0.00015023777802875449 -0.00030717643498354814
leaf_weight=49 49 56 89 64 52 86 66 169 54 75 69 46 64 64 82 319 1995 64 85 46 66 50
leaf_count=49 49 56 89 64 52 86 66 169 54 75 69 46 64 64 82 319 1995 64 85 46 66 50
internal_value=0 -0.000176974 -4.48234e-05 6.98587e-07 -1.77292e-05 -6.18329e-05 -0.000242559 2.61731e-05 0.000139426 -1.0031e-05 -8.80554e-05 1.29709e-05 2.22722e-05 0.000288109 3.68446e-08 -7.54029e-06 1.26989e-05 -0.000258371 -0.000366276 -6.44898e-05 3.6462e-05 -1.83987e-05
internal_weight=0 633 577 528 3126 464 155 309 223 3074 708 2366 2317 176 2141 484 2077 224 160 415 112 369
internal_count=3759 633 577 528 3126 464 155 309 223 3074 708 2366 2317 176 2141 484 2077 224 160 415 112 369
is_linear=0
shrinkage=0.0995203


Tree=8486
num_leaves=25
num_cat=0
split_feature=5 5 18 6 6 3 17 6 17 5 0 0 0 17 17 6 17 3 6 20 0 0 0 3
split_gain=0.00125252 0.015093 0.00116356 0.000751381 0.00081564 0.000770364 0.00145079 0.000664702 0.00117922 0.000634052 0.00216267 0.00138197 0.00135793 0.000643604 0.00064171 0.00063911 0.00107014 0.000507658 0.0018328 0.00119947 0.00047234 0.00159185 0.00118575 7.28051e-05
threshold=-0.094469999999999985 -0.096354999999999996 0.31227500000000008 -0.03252 -0.045589999999999999 0.10997000000000003 0.0084900000000000028 -0.093155000000000002 0.22924500000000006 -0.066919999999999993 -0.071799999999999989 -0.066264999999999991 -0.076439999999999994 0.51392000000000015 -0.5696199999999999 -0.089284999999999989 -0.0082649999999999998 0.096510000000000026 -0.11533 -0.077649999999999983 -0.077624999999999986 -0.073464999999999989 -0.078954999999999984 0.088535000000000016
decision_type=2 2 2 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 7 6 -5 17 -9 10 12 -12 15 14 -11 -2 -17 18 -1 -19 22 -22 -16 -8
right_child=2 -3 -4 5 -6 -7 23 8 -10 13 11 -13 -14 -15 20 16 -18 19 -20 -21 21 -23 -24 -25
leaf_value=-2.2953623574523745e-05 0.00034496042263708939 -0.0018985960845279586 -0.00048788891827227383 -0.00079119109247799207 0.00039252988778840342 7.9925773733581848e-05 -0.0001982951620443295 -0.00053210214263357488 0.00010150581083044727 0.00031364016593684311 0.00092118732882934327 0.00015646942061438334 -0.00046950814693392482 0.00031360193627914628 -2.4273331550451589e-05 -0.00025655097229875825 0.00014206012817196857 -0.00052863711287868078 0.000680029172644554 1.7504189740455224e-05 -0.0004147822903874723 -3.6839662238682739e-05 0.00038850865885929452 -4.6932229694987135e-06
leaf_weight=148 68 46 49 48 49 57 46 64 50 52 46 54 53 55 1232 101 196 46 48 280 132 717 73 49
leaf_count=148 68 46 49 48 49 57 46 64 50 52 46 54 53 55 1232 101 196 46 48 280 132 717 73 49
internal_value=0 -0.000140542 -7.10442e-06 -4.82374e-05 1.20953e-07 -0.000217958 -0.00034242 -2.88247e-05 -0.000247023 1.07832e-06 0.000100672 0.000516426 0 -2.13768e-05 -3.00996e-05 6.95601e-05 3.74918e-06 1.72596e-05 0.000145029 -5.70476e-05 -3.87779e-05 -9.65653e-05 -5.55532e-07 -0.000107054
internal_weight=0 931 2828 885 685 200 143 636 114 2779 518 100 418 2261 2206 365 297 522 196 326 2154 849 1305 95
internal_count=3759 931 2828 885 685 200 143 636 114 2779 518 100 418 2261 2206 365 297 522 196 326 2154 849 1305 95
is_linear=0
shrinkage=0.0995203


Tree=8487
num_leaves=29
num_cat=0
split_feature=8 8 18 3 21 21 3 3 3 2 18 9 4 8 3 8 3 17 17 20 5 2 18 26 8 2 17 3
split_gain=0.00131955 0.0107655 0.000704427 0.00224848 0.000627649 0.00124167 0.000863491 0.00292089 0.00276507 0.00139022 0.00174037 0.00120729 0.00101747 0.000875732 0.000571626 0.000478519 0.00103005 0.000476099 0.00105451 0.000480336 0.000530805 0.000910477 0.00042041 0.000380676 0.000657639 0.00285421 0.000667254 0.000362161
threshold=-0.091914999999999983 -0.092984999999999998 0.15891500000000006 0.10871500000000002 0.087625000000000022 0.089350000000000027 0.10726500000000001 0.11089500000000001 0.10525500000000003 0.09556000000000002 -0.14624999999999996 0.098465000000000011 0.10755500000000003 -0.054384999999999996 0.12168500000000003 -0.49499500000000002 0.15108000000000005 0.056905000000000011 0.12576000000000004 -0.070354999999999987 -0.084089999999999984 -0.080744999999999997 0.087065000000000017 -0.2382 0.0044850000000000011 -0.072024999999999992 -0.53166999999999998 0.093835000000000016
decision_type=2 2 2 2 2 2 2 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 4 -4 6 -6 8 -8 9 10 -2 12 -9 -13 17 -16 -17 19 -19 -1 21 -21 -22 -7 26 -26 -25 -20
right_child=2 -3 3 -5 5 23 7 11 -10 -11 -12 13 -14 -15 15 16 -18 18 27 20 22 -23 -24 24 25 -27 -28 -29
leaf_value=4.4979045298418171e-05 -0.00054599324925020591 -0.0015244009114667131 0.00015700078518461299 -0.00075706062279600969 -0.00043751636231638159 -0.00030316800531892676 0.00079389582327744641 -0.00054032013087088211 -0.00071975049901498885 0.00043438451394155479 2.3295636476573343e-05 0 1.32177090731856e-05 0.00053617976974472002 -0.00012133551092061509 0.000558732947540155 -6.7416929249155928e-05 0.00043724299382462813 -0.00029715334015920222 -9.2516909877996643e-05 -0.00024110054279673272 -0.00066961805151435699 0.00011244299573594233 0.00024110095551593315 -0.00020870070159802287 0.00081262615625252491 -8.9028181458077421e-05 6.1181525992419456e-05
leaf_weight=74 55 53 56 49 83 48 62 46 51 78 1594 55 106 61 49 52 48 47 58 57 79 59 54 67 64 46 560 48
leaf_count=74 55 53 56 49 83 48 62 46 51 78 1594 55 106 61 49 52 48 47 58 57 79 59 54 67 64 46 560 48
internal_value=0 -0.000162116 -8.41233e-06 -0.000261765 2.51451e-07 -7.06942e-05 2.98527e-05 0.000177731 1.94582e-06 2.37323e-05 3.81138e-06 3.21308e-05 -0.000148915 0.00027642 -4.52842e-05 0.000122385 0.000249995 -9.94888e-05 4.08644e-05 -0.000168506 -0.000235239 -0.0003931 -9.14015e-05 -3.08664e-05 -1.20209e-05 0.000210958 -5.24456e-05 -0.000127166
internal_weight=0 678 3081 105 2976 868 2108 330 1778 1727 1649 268 152 116 625 149 100 476 153 323 249 116 133 785 737 110 627 106
internal_count=3759 678 3081 105 2976 868 2108 330 1778 1727 1649 268 152 116 625 149 100 476 153 323 249 116 133 785 737 110 627 106
is_linear=0
shrinkage=0.0995203


Tree=8488
num_leaves=25
num_cat=0
split_feature=6 6 6 6 3 2 2 8 2 8 8 3 3 26 1 26 8 4 3 3 3 3 3 5
split_gain=0.00106969 0.0138196 0.00165649 0.00082708 0.00259661 0.00123929 0.0025818 0.00143398 0.00123245 0.000686308 0.00227819 0.00154538 0.00141428 0.00411757 0.00317446 0.00102299 0.00195508 0.000643002 0.00060108 0.00122886 0.00185255 0.00143533 0.000947428 0.000859081
threshold=0.094100000000000031 0.092705000000000023 0.095760000000000026 0.087575000000000028 0.084505000000000011 -0.083974999999999994 -0.086414999999999992 -0.092545000000000002 -0.079954999999999984 -0.08176499999999999 -0.078704999999999997 0.094045000000000031 0.10871500000000002 0.096980000000000025 -0.061135000000000002 0.087260000000000018 -0.085289999999999991 0.15221500000000004 0.084550000000000028 0.087515000000000023 0.086895000000000014 0.088055000000000022 0.084235000000000018 -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 2
left_child=1 3 -2 17 -5 6 -6 -7 -9 15 -11 -12 13 -13 -14 -4 -17 18 22 20 -20 -21 23 -1
right_child=2 -3 9 4 5 7 -8 8 -10 10 11 12 14 -15 -16 16 -18 -19 19 21 -22 -23 -24 -25
leaf_value=3.2237259019609936e-06 0.00063944792570364006 -0.0015502308823678395 -0.00012101255747770029 0.00079348324356013451 0.00023888093999671137 -0.00035551933642425916 -0.0007026997807055835 0.00041604008084026347 -8.2659255856849795e-05 -0.00063002948845714338 -0.00037138213995969625 0.00082940033602370115 0.00039542447544658186 -0.00010063292867002372 -0.00071198101827982827 0 0.0008761614603034557 0.00031288855482407703 1.7659735825909845e-05 -0.00046014074492557879 0.00057252958162209446 -4.4083804940844723e-05 -0.00056585117711476125 -0.00030206045959373903
leaf_weight=251 50 60 53 48 53 47 61 143 71 54 65 87 53 100 49 52 47 48 292 87 76 1688 51 139
leaf_count=251 50 60 53 48 53 47 61 143 71 54 65 87 53 100 49 52 47 48 292 87 76 1688 51 139
internal_value=0 -5.42565e-05 8.95175e-05 -2.46077e-05 0.000103972 1.35313e-05 -0.000257766 0.000135166 0.000246758 3.89547e-05 -2.65076e-05 6.32426e-05 0.000163828 0.000327679 -0.000128539 0.000220055 0.000410916 -4.55833e-05 -5.2559e-05 -3.03118e-05 0.000134477 -6.49377e-05 -0.000158811 -0.000103484
internal_weight=0 3115 610 3055 423 375 114 261 214 560 408 354 289 187 102 152 99 2632 2584 2143 368 1775 441 390
internal_count=3725 3115 610 3055 423 375 114 261 214 560 408 354 289 187 102 152 99 2632 2584 2143 368 1775 441 390
is_linear=0
shrinkage=0.0995203


Tree=8489
num_leaves=23
num_cat=0
split_feature=17 17 17 3 1 20 20 9 0 1 17 17 20 23 4 4 3 2 3 0 0 3
split_gain=0.00199826 0.003753 0.00677178 0.00158341 0.000888866 0.00101127 0.00096776 0.00107789 0.000981789 0.000858274 0.00082762 0.00111553 0.000958355 0.00074628 0.000688237 0.000810765 0.000675856 0.00244017 0.00178768 0.00115588 0.00192685 0.00123486
threshold=-0.089699999999999988 -0.14763999999999997 -0.12647999999999998 0.090205000000000021 -0.50388999999999995 -0.0071449999999999994 0.0013750000000000004 0.084485000000000018 -0.081424999999999984 -0.080689999999999998 -0.24445500000000001 -0.45380999999999999 -0.077394999999999992 0.086650000000000019 0.15221500000000004 0.14154500000000006 0.087445000000000023 0.08814000000000001 0.086605000000000029 -0.082794999999999994 -0.083995 0.090360000000000024
decision_type=2 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 10 7 -7 -9 -4 11 12 -6 14 15 16 17 18 -2 20 -18 -21
right_child=13 2 3 -5 5 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 19 -19 -20 21 -22 -23
leaf_value=-0.0003561343176889507 -6.0711433913245048e-06 -0.0012005664527133567 -0.00013425943874971746 0.00018633783117263342 6.7303860897200196e-05 0.00053814770781397377 -0.00020986657575177906 -0.00024726914136625431 0.00023801035028445065 -0.00066930985427437703 0.00025410451241147973 -0.00050924245647337779 -0.00035591116947015431 -0.00033642987517833254 0.0003933520041360412 -0.00038469004054231444 -4.2013953614568271e-05 0.00078588467226041339 0.00043520568774235073 0.00036247529926087483 -0.00059827347139038774 2.4605442375838156e-05
leaf_weight=73 616 84 77 85 169 76 63 58 136 54 53 73 76 57 50 48 852 49 106 129 67 674
leaf_count=73 616 84 77 85 169 76 63 58 136 54 53 73 76 57 50 48 852 49 106 129 67 674
internal_value=0 -0.000141877 -0.000441028 -0.000141861 -2.53211e-05 7.81923e-06 0.000134795 0.000218248 8.8707e-05 -0.000361064 -0.000103945 -0.000166194 -6.06379e-05 1.87201e-05 2.68491e-05 1.93151e-05 2.74222e-05 0.000104929 5.75808e-05 -6.805e-06 -8.3459e-05 7.99029e-05
internal_weight=0 1077 300 216 777 704 333 270 194 131 371 318 245 2648 2591 2541 2493 771 722 1722 919 803
internal_count=3725 1077 300 216 777 704 333 270 194 131 371 318 245 2648 2591 2541 2493 771 722 1722 919 803
is_linear=0
shrinkage=0.0995203


Tree=8490
num_leaves=30
num_cat=0
split_feature=17 5 5 5 17 21 26 0 17 6 17 19 26 11 20 3 20 3 17 9 3 9 3 18 20 20 17 17 17
split_gain=0.00162343 0.00346241 0.0102704 0.00160321 0.00132901 0.00168756 0.00128164 0.00146577 0.000810759 0.000792624 0.00215402 0.000730048 0.000646532 0.000644801 0.000658312 0.00213209 0.00087094 0.000800061 0.00061635 0.00132271 0.00158951 0.000904912 0.0021556 0.00171156 0.000603357 0.000826315 0.000572537 0.00124491 0.000955845
threshold=-0.089699999999999988 0.11083500000000003 0.065520000000000023 0.18340500000000004 -0.14813999999999997 0.087785000000000016 0.087525000000000019 -0.086414999999999992 -0.16207999999999997 0.086875000000000022 -0.067864999999999995 0.0069650000000000016 0.12086000000000002 -0.23667999999999997 -0.085594999999999991 0.087625000000000022 -0.084474999999999995 0.093835000000000016 -0.467555 0.093705000000000024 0.10871500000000002 0.093705000000000024 0.10850000000000003 -0.13579499999999997 -0.08237499999999999 -0.077044999999999988 -0.036600000000000001 -0.021090000000000001 -0.013885
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 7 -6 -1 13 -11 18 26 -2 15 -15 -16 -17 21 20 -20 22 -5 -23 -18 -26 -12 -28 -29
right_child=9 3 -4 11 5 -7 -8 -9 -10 10 12 -13 -14 14 16 17 24 -19 19 -21 -22 23 -24 -25 25 -27 27 28 -30
leaf_value=-8.655393493360392e-05 0.00032883156412354776 0.00047016777606734321 -0.0015449286864698149 -0.00017230748534771245 -0.00029479785012715272 0.00023182882048768068 -8.524969096066852e-05 -0.00104334933939756 0.00040534702752021779 0.00072228987010027599 -0.00022541760891842049 -0.00036864677867892069 0.00036198314040484722 0.000586819887856399 -0.00047187821147817819 -0.00031498857209772844 0.00025590665607338049 0.00012676145175871659 0.00020040270498978535 0.00045754328498752526 -0.00048477724130255995 -0.00071045310891608101 0.00061918568843189554 0 -0.00024233117117285278 -2.3760702133610553e-05 0.00055885534624584734 -0.00041411189230834602 5.522504761806751e-05
leaf_weight=87 50 69 61 110 61 46 70 51 52 51 78 59 63 69 49 74 63 87 90 78 53 55 49 86 204 1150 46 46 618
leaf_count=87 50 69 61 110 61 46 70 51 52 51 78 59 63 69 49 74 63 87 90 78 53 55 49 86 204 1150 46 46 618
internal_value=0 -0.000127909 -0.000347727 1.57949e-05 -0.000146506 -0.000295243 -0.000432957 -0.000642966 9.15772e-05 1.68263e-05 9.27551e-05 -3.68484e-05 5.40654e-05 -2.19304e-05 -3.27539e-05 0.000122651 -5.76937e-05 -7.11943e-05 0 0.000126839 -4.78205e-05 -9.21778e-05 6.64633e-05 -0.000276877 -4.27934e-05 -5.72962e-05 2.84087e-05 5.74469e-05 2.14778e-05
internal_weight=0 1077 428 649 367 228 182 112 139 2648 902 580 851 1746 1696 230 1466 161 521 221 143 300 159 141 1417 1354 788 710 664
internal_count=3725 1077 428 649 367 228 182 112 139 2648 902 580 851 1746 1696 230 1466 161 521 221 143 300 159 141 1417 1354 788 710 664
is_linear=0
shrinkage=0.0995203


Tree=8491
num_leaves=31
num_cat=0
split_feature=17 5 5 8 5 8 18 1 6 17 3 2 1 20 20 2 18 3 3 3 2 2 9 11 20 3 20 3 8 9
split_gain=0.00132036 0.00281392 0.00831979 0.00132029 0.00130018 0.00100912 0.000952613 0.000861996 0.000643511 0.00174524 0.00060855 0.000600796 0.00170443 0.000812532 0.000984577 0.00073075 0.000550648 0.00173943 0.00102008 0.00348425 0.00224943 0.00146154 0.0012838 0.00052317 0.000534656 0.00172778 0.000705359 0.000649791 0.000586282 0.000621851
threshold=-0.089699999999999988 0.11083500000000003 0.065520000000000023 -0.089984999999999996 0.18340500000000004 -0.085289999999999991 -0.084954999999999989 -0.091829999999999995 0.086875000000000022 -0.067864999999999995 0.08888500000000002 0.096520000000000022 -0.50158499999999984 -0.0071449999999999994 -0.077044999999999988 -0.090919999999999987 -0.070914999999999992 0.092300000000000021 0.091865000000000016 0.090360000000000024 -0.077604999999999993 -0.073884999999999992 0.089745000000000033 -0.23667999999999997 -0.085594999999999991 0.087625000000000022 -0.084474999999999995 0.093835000000000016 0.11446000000000002 0.11296000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 10 -8 23 -10 -7 12 -6 14 -14 -15 17 -11 19 22 -20 -22 -18 -2 25 -25 -26 -27 29 -28
right_child=8 4 -4 5 11 6 7 -9 9 16 -12 -13 13 15 -16 -17 18 -19 20 -21 21 -23 -24 24 26 27 28 -29 -30 -31
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leaf_weight=73 50 69 61 57 56 69 48 74 51 63 46 88 185 108 91 52 289 66 83 60 56 182 52 69 49 74 1274 87 49 94
leaf_count=73 50 69 61 57 56 69 48 74 51 63 46 88 185 108 91 52 289 66 83 60 56 182 52 69 49 74 1274 87 49 94
internal_value=0 -0.000115327 -0.000313501 -0.000132148 1.41029e-05 -3.50895e-05 -0.000128025 -0.000323002 1.51825e-05 8.36144e-05 7.1701e-05 -3.31752e-05 -7.72236e-05 -8.92932e-06 -0.000114144 0.00016745 4.86848e-05 -0.000138341 8.32346e-05 -2.07484e-05 0.000215683 5.63343e-05 0.0001002 -1.97012e-05 -2.94942e-05 0.000110445 -5.20075e-05 -6.3603e-05 -3.85346e-05 -5.11611e-05
internal_weight=0 1077 428 367 649 294 237 122 2648 902 115 580 492 436 276 160 851 129 722 401 321 238 341 1746 1696 230 1466 161 1417 1368
internal_count=3725 1077 428 367 649 294 237 122 2648 902 115 580 492 436 276 160 851 129 722 401 321 238 341 1746 1696 230 1466 161 1417 1368
is_linear=0
shrinkage=0.0995203


Tree=8492
num_leaves=18
num_cat=0
split_feature=10 17 18 6 0 0 18 23 19 3 3 3 28 17 17 6 0
split_gain=0.0217775 0.00116544 0.0031107 0.00143137 0.00348829 0.0156165 0.00151076 0.00121777 0.000982625 0.000749587 0.00259125 0.00130934 0.00074951 0.000712753 0.000707693 0.000663477 0.000448498
threshold=0.096215000000000023 0.50822500000000015 -0.065634999999999985 0.088845000000000021 -0.082039999999999988 -0.082885 -0.01205 0.086085000000000023 0.12765500000000005 0.08802500000000002 0.089655000000000026 0.091225000000000014 0.080375000000000016 0.31480000000000002 0.26639000000000007 0.091615000000000016 -0.090124999999999997
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 5 6 -5 12 16 -6 -11 -12 13 14 -1 -8 -4
right_child=-2 2 8 4 9 -7 15 -9 -10 10 11 -13 -14 -15 -16 -17 -18
leaf_value=7.9339752285866543e-06 0.0020343545463776462 0.00092496176294583018 0 0.00027604873863769624 0.00033209043505638664 -0.0020593551006194998 -0.00046696013217614355 0.00049776914985772054 0.00031929303694198073 -0.00060825856275063372 0.00046125763546419647 -1.674989760335454e-05 -0.00032191488854028125 -0.00028779568301099084 0.00040274380717526462 -8.1248627606015787e-05 -0.00042378345855316788
leaf_weight=2387 52 47 47 73 63 48 83 49 58 67 67 354 71 79 46 108 46
leaf_count=2387 52 47 47 73 63 48 83 49 58 67 67 354 71 79 46 108 46
internal_value=0 -1.64795e-05 0.000217908 -2.99924e-05 -0.000141258 -0.000407208 -0.000103716 6.17914e-06 0 7.84855e-06 -3.23331e-05 5.73781e-05 -2.82949e-06 5.86336e-06 1.5735e-05 -0.000253148 -0.000202649
internal_weight=0 3693 198 3495 863 312 264 2632 151 551 488 421 2583 2512 2433 191 93
internal_count=3745 3693 198 3495 863 312 264 2632 151 551 488 421 2583 2512 2433 191 93
is_linear=0
shrinkage=0.0995203


Tree=8493
num_leaves=10
num_cat=0
split_feature=22 23 10 10 1 5 5 5 6
split_gain=0.0260875 0.000929467 0.000803312 0.000934545 0.00113251 0.00140072 0.00111711 0.00408736 0.00107572
threshold=0.13264000000000004 0.086085000000000023 0.090150000000000022 0.086275000000000018 -0.50597999999999999 0.26676500000000009 -0.011764999999999999 -0.012704999999999999 0.11056500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 -8
right_child=-2 -3 -4 -5 6 -7 8 -9 -10
leaf_value=-5.8395828065336853e-05 0.0023406570828284428 0.00038638986726985267 -0.00035485039889114823 0.0003671039901980701 -3.9844454016491354e-05 -0.00074148266631621142 1.9722174905735147e-05 -0.00098055256968528613 0.00028346403983408908
leaf_weight=86 47 55 72 61 1895 48 1258 47 176
leaf_count=86 47 55 72 61 1895 48 1258 47 176
internal_value=0 -1.87693e-05 -2.51109e-05 -1.82333e-05 -2.51632e-05 -0.000309193 -1.36471e-05 -6.30329e-05 5.2663e-05
internal_weight=0 3698 3643 3571 3510 134 3376 1942 1434
internal_count=3745 3698 3643 3571 3510 134 3376 1942 1434
is_linear=0
shrinkage=0.0995203


Tree=8494
num_leaves=18
num_cat=0
split_feature=22 28 9 9 6 1 9 9 6 1 9 5 18 25 0 0 20
split_gain=0.0211536 0.000759093 0.000759002 0.00435108 0.00133426 0.00375762 0.000964845 0.00163073 0.00155989 0.00606101 0.00109942 0.00113356 0.000901158 0.00102416 0.000898027 0.000784498 0.000371438
threshold=0.13264000000000004 0.080375000000000016 0.092150000000000024 0.091485000000000025 0.10877500000000002 -0.048734999999999994 0.097990000000000022 0.099125000000000033 0.09840500000000002 -0.068094999999999989 0.092855000000000021 -0.090164999999999995 0.10361000000000002 1.0000000180025095e-35 -0.1021 -0.093765000000000001 -0.079559999999999992
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 -6 8 -8 10 -10 -4 -12 13 -1 -9 -16 -14
right_child=-2 -3 6 -5 5 -7 7 14 9 -11 11 -13 16 -15 15 -17 -18
leaf_value=8.8955895169460389e-06 0.0021077147471299383 -0.00031664825097606143 0.00038611698587133519 -0.00078660719020825565 -0.00073434067492826247 0.00036385455643129957 -0.00056709935501714724 -0.0003578995669678479 0.0011429699054588433 -0.00029159122294999219 0.00039416905019678248 -0.00010523020147597594 3.5809730609682612e-05 0.00046992148980390099 0.00046111258107787073 2.383179349602998e-05 -0.00027045543499537052
leaf_weight=2087 47 82 83 75 83 48 51 54 63 53 54 266 46 49 46 398 160
leaf_count=2087 47 82 83 75 83 48 51 54 63 53 54 266 46 49 46 398 160
internal_value=0 -1.69013e-05 -9.87758e-06 -3.9591e-05 -1.66048e-05 -0.000325699 6.02453e-05 -3.04805e-05 0.000157793 0.000480467 6.28825e-05 -1.83983e-05 3.34869e-07 1.98548e-05 2.28306e-05 7.09795e-05 -0.000198092
internal_weight=0 3698 3616 2548 2473 131 1068 549 519 116 403 320 2342 2136 498 444 206
internal_count=3745 3698 3616 2548 2473 131 1068 549 519 116 403 320 2342 2136 498 444 206
is_linear=0
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Tree=8495
num_leaves=11
num_cat=0
split_feature=10 17 26 7 17 9 22 26 27 19
split_gain=0.0180614 0.000773878 0.00274228 0.000813569 0.00085425 0.0019752 0.000725692 0.000680515 0.000935842 0.000420532
threshold=0.096215000000000023 0.50822500000000015 0.095385000000000011 -0.075879999999999989 0.40057000000000009 0.09055500000000001 0.12953000000000006 -0.2382 0.10530500000000002 0.11198000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 -1 6 -6 7 -5 -9 -3
right_child=-2 2 -4 4 5 -7 -8 8 -10 -11
leaf_value=0.00034345674755303652 0.0018505920315337293 -0.00031953315660230989 0.0006652143075052563 0.00027958471364955242 -0.00079263958011041168 0 -0.00037100728669321932 -1.5480081434359623e-05 -0.00034001555673666549 4.2148478314722408e-05
leaf_weight=57 52 52 72 74 48 83 59 3083 91 74
leaf_count=57 52 52 72 74 48 83 59 3083 91 74
internal_value=0 -1.70986e-05 0.000173731 -2.81437e-05 -3.45428e-05 -0.000284382 -2.43983e-05 -1.78501e-05 -2.50426e-05 -0.00010062
internal_weight=0 3693 198 3495 3438 131 3307 3248 3174 126
internal_count=3745 3693 198 3495 3438 131 3307 3248 3174 126
is_linear=0
shrinkage=0.0995203


Tree=8496
num_leaves=17
num_cat=0
split_feature=10 22 7 2 2 0 3 21 3 9 9 0 8 2 3 0
split_gain=0.00129179 0.00091922 0.00084372 0.000691638 0.0015569 0.00216647 0.00145844 0.000974839 0.00079782 0.000693564 0.00175467 0.00173505 0.00145832 0.00136174 0.00127347 0.000821292
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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 7 -6 -5 -8 11 12 15 -11 -13 -12 -4
right_child=-2 -3 3 4 6 -7 8 -9 -10 10 14 13 -14 -15 -16 -17
leaf_value=-0.00033290556957803424 -0.00038336353929089174 -0.00042335466068096932 1.5450146994153181e-05 0.00038756765125484585 -0.00053149095622579388 0.00093541986649378812 0.00031393709109400146 -0.00017509281046185514 -9.0130989438385464e-05 7.6436035028207695e-05 -7.7605757692133156e-05 -0.00024770971974740641 0.00072872055978982406 3.9272879519442586e-05 0.00035711775022347135 0.00042976487819634698
leaf_weight=71 89 50 1724 68 46 48 88 53 103 73 379 499 69 237 81 49
leaf_count=71 89 50 1724 68 46 48 88 53 103 73 379 499 69 237 81 49
internal_value=0 1.79892e-07 6.31015e-06 1.33909e-05 0.000135593 0.000366715 -2.57621e-05 0.000134348 9.17505e-05 -2.29388e-06 9.33458e-05 -2.55676e-05 0.000399156 -0.000154186 0 2.73622e-05
internal_weight=0 3638 3588 3517 406 169 237 121 191 3111 602 2509 142 736 460 1773
internal_count=3727 3638 3588 3517 406 169 237 121 191 3111 602 2509 142 736 460 1773
is_linear=0
shrinkage=0.0995203


Tree=8497
num_leaves=8
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split_feature=10 22 19 7 11 26 8
split_gain=0.00108985 0.000795428 0.000796789 0.000647332 0.000599681 0.000938684 0.000960339
threshold=0.096215000000000023 0.13160500000000006 -0.17233499999999999 -0.074334999999999998 -0.38234499999999999 -0.23202999999999999 0.10228000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7
right_child=-2 -3 3 4 5 6 -8
leaf_value=-0.00040667661501186123 -0.00044761191262875755 -0.00037683637905410339 -0.00029126779789032814 0.00034886527136234244 -0.00032556283946096461 9.0540286106084639e-06 0.00030984011948930981
leaf_weight=46 55 55 69 53 80 3260 109
leaf_count=46 55 55 69 53 80 3260 109
internal_value=0 -1.03407e-06 4.45405e-06 9.97929e-06 1.61485e-05 1.07984e-05 1.90286e-05
internal_weight=0 3672 3617 3571 3502 3449 3369
internal_count=3727 3672 3617 3571 3502 3449 3369
is_linear=0
shrinkage=0.0995203


Tree=8498
num_leaves=16
num_cat=0
split_feature=24 10 18 10 18 18 2 9 9 6 20 18 17 26 6
split_gain=0.00115657 0.000861876 0.00075939 0.00128953 0.000557694 0.000633293 0.00162611 0.000878428 0.000762367 0.000654929 0.00148021 0.000992647 0.000743312 0.00210149 0.00115175
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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 7 -6 -9 12 11 -11 14 -14 -7
right_child=-2 2 3 -5 5 9 -8 8 -10 10 -12 -13 13 -15 -16
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leaf_weight=46 79 57 70 47 48 2846 56 92 61 55 47 46 83 46 48
leaf_count=46 79 57 70 47 48 2846 56 92 61 55 47 46 83 46 48
internal_value=0 8.49369e-07 -0.000215052 -6.19101e-05 1.18987e-05 1.67452e-05 0.000167086 3.0659e-05 0.000150904 4.30238e-06 0.000208855 0 -5.44128e-06 -0.000239307 4.7004e-06
internal_weight=0 3648 174 117 3474 3428 257 201 153 3171 148 101 3023 129 2894
internal_count=3727 3648 174 117 3474 3428 257 201 153 3171 148 101 3023 129 2894
is_linear=0
shrinkage=0.0995203


Tree=8499
num_leaves=14
num_cat=0
split_feature=24 5 22 21 17 3 17 20 2 21 20 3 0
split_gain=0.000937693 0.000776417 0.000788785 0.000591998 0.00126957 0.00142882 0.00220885 0.000706976 0.000862838 0.000808212 0.000765054 0.00112679 0.000313852
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 6 -6 8 9 -1 -9 -12 -7
right_child=-2 -3 -4 4 5 12 -8 10 -10 -11 11 -13 -14
leaf_value=-2.3119534565216992e-05 -0.00034564249639684123 -0.00033468322888298104 -0.00037333302515075637 -0.00029051652505125448 0.00099920072498543063 -0.00016796619736789327 4.4982451892827293e-05 0.00038935676729052256 -0.00047011064254365482 -0.00044065164835852948 4.5773295444599866e-05 -0.00018805897774790256 0.00018246246050389355
leaf_weight=857 79 67 53 48 51 50 49 58 51 49 2038 226 51
leaf_count=857 79 67 53 48 51 50 49 58 51 49 2038 226 51
internal_value=0 7.20182e-07 7.22414e-06 1.31732e-05 0.000161148 0.000273081 0.00053982 1.68662e-06 -7.00296e-05 -4.66049e-05 3.15966e-05 2.20698e-05 8.77723e-07
internal_weight=0 3648 3581 3528 249 201 100 3279 957 906 2322 2264 101
internal_count=3727 3648 3581 3528 249 201 100 3279 957 906 2322 2264 101
is_linear=0
shrinkage=0.0995203


Tree=8500
num_leaves=12
num_cat=0
split_feature=22 20 8 0 26 26 21 6 17 3 27
split_gain=0.0328128 0.000813427 0.000839122 0.000856461 0.00334053 0.00250614 0.000802924 0.000668263 0.000652154 0.00059742 0.000512562
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decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -5 -3 -7 -8 10 -1 -6
right_child=-2 2 -4 4 8 6 7 -9 -10 -11 -12
leaf_value=-3.7492148498507971e-05 -0.0026759157391129935 0.00071504480014058993 0.00035689859931715105 -0.00091416886132299386 -0.00012022894997487421 -0.00035513716585534947 2.6543303791172638e-05 -0.00028633143949763248 0.00022848762906407555 -0.00045459530948609086 0.0002220568356792495
leaf_weight=80 46 51 67 47 409 58 2732 69 77 66 47
leaf_count=80 46 51 67 47 409 58 2732 69 77 66 47
internal_value=0 -1.23443e-06 7.99314e-06 1.06039e-06 -0.000109122 2.33025e-05 1.06765e-05 1.85437e-05 -3.65969e-05 -0.000231653 -8.31542e-05
internal_weight=0 3703 3557 3490 580 2910 2859 2801 533 146 456
internal_count=3749 3703 3557 3490 580 2910 2859 2801 533 146 456
is_linear=0
shrinkage=0.0995203


Tree=8501
num_leaves=10
num_cat=0
split_feature=10 8 26 19 9 24 17 9 19
split_gain=0.0299325 0.000701754 0.00114814 0.000490707 0.000680763 0.00308682 0.00220834 0.00321481 0.000598524
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -6 -7
right_child=-2 -3 3 -5 6 8 -8 -9 -10
leaf_value=-0.00039897311949148328 -0.0023570382297632073 0.00033499230322382961 0.00080229061684046346 0.00025699572876139247 -0.0010720492407563121 8.3878904134396334e-06 0.00039001514552873832 -3.5051816008846899e-05 -0.00018232168972292907
leaf_weight=71 54 62 48 75 46 3086 47 88 172
leaf_count=71 54 62 48 75 46 3086 47 88 172
internal_value=0 2.89165e-06 -2.55058e-06 5.12134e-06 -6.13256e-08 9.99264e-06 -0.000188222 -0.000397145 -1.429e-06
internal_weight=0 3695 3633 3562 3487 3306 181 134 3258
internal_count=3749 3695 3633 3562 3487 3306 181 134 3258
is_linear=0
shrinkage=0.0995203


Tree=8502
num_leaves=10
num_cat=0
split_feature=22 20 4 8 27 17 0 0 0
split_gain=0.0263545 0.000578616 0.000780586 0.000698576 0.00081197 0.00051039 0.000555341 0.00115174 0.000649571
threshold=0.13292500000000004 -0.15615999999999999 0.08167000000000002 0.24853500000000003 0.10673000000000003 -0.56655999999999984 -0.082794999999999994 -0.082284999999999983 -0.083995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 8 -8 -7
right_child=-2 3 -4 -5 -6 6 7 -9 -10
leaf_value=-0.00043942299056802146 -0.0023952398202327771 -0.00025793417526025756 1.224952114649418e-05 0.00032802824915079408 -0.00029316160493575563 -4.3679854413878491e-06 0.00044655482175324097 4.0249952172692038e-05 -0.00024144835693555835
leaf_weight=68 46 68 78 67 89 1602 73 1534 124
leaf_count=68 46 68 78 67 89 1602 73 1534 124
internal_value=0 1.40136e-06 -0.000192512 9.59082e-06 3.24299e-06 1.12402e-05 1.69776e-05 5.92163e-05 -2.18747e-05
internal_weight=0 3703 146 3557 3490 3401 3333 1607 1726
internal_count=3749 3703 146 3557 3490 3401 3333 1607 1726
is_linear=0
shrinkage=0.0995203


Tree=8503
num_leaves=15
num_cat=0
split_feature=20 4 0 5 6 0 0 8 0 0 5 1 1 1
split_gain=0.0160408 0.000541547 0.000893108 0.000859592 0.000641943 0.000626528 0.00188326 0.00245341 0.00141591 0.00107644 0.00064778 0.000412676 0.000986835 0.000787517
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 11 -8 -7 -10 -11 12 -1 -13
right_child=-2 2 3 -5 -6 8 7 -9 9 10 -12 13 -14 -15
leaf_value=1.5106265934292236e-05 -0.0015396576952984497 -5.0714377724453985e-05 0.00069192926120105946 8.3380868566098498e-05 -0.00034329487768686271 -0.00059974058235766781 0.00070054796630822629 -2.5946371220050967e-05 0.00039852562886015481 0.00011996940498324948 -0.00012896683626394874 -0.00022196171766906828 0.00034733974726425628 -4.2096750222748596e-06
leaf_weight=723 68 91 46 53 55 49 90 90 50 126 520 186 102 1500
leaf_count=723 68 91 46 53 55 49 90 90 50 126 520 186 102 1500
internal_value=0 2.71414e-06 0.000166489 0.00037441 -5.96493e-06 -3.27045e-07 2.17936e-05 0.000332753 -8.13275e-05 -4.36538e-05 -7.91455e-05 -1.71356e-07 5.71747e-05 -2.87177e-05
internal_weight=0 3681 190 99 3491 3436 2691 180 745 696 646 2511 825 1686
internal_count=3749 3681 190 99 3491 3436 2691 180 745 696 646 2511 825 1686
is_linear=0
shrinkage=0.0995203


Tree=8504
num_leaves=23
num_cat=0
split_feature=29 2 2 21 21 6 0 0 2 0 6 5 5 21 5 1 24 3 30 0 30 5
split_gain=0.00339106 0.00110059 0.0203101 0.0008324 0.0013386 0.00156579 0.00108353 0.00199036 0.00214765 0.00163953 0.00088385 0.000741198 0.00118015 0.00095822 0.000548467 0.00109863 0.000543771 0.00054924 0.0012604 0.00166316 0.000469503 0.000676255
threshold=0.12951500000000005 -0.081734999999999988 -0.082084999999999991 0.09360000000000003 0.11043500000000002 -0.095324999999999993 -0.085349999999999995 -0.084759999999999988 -0.082794999999999994 -0.085794999999999996 0.087975000000000012 0.16703000000000004 0.26473000000000008 0.12393500000000003 0.51100000000000012 -0.040439999999999997 -0.063789999999999986 0.11404500000000002 0.090320000000000025 -0.15137999999999999 0.08980500000000001 -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 2
left_child=1 2 3 6 5 -5 9 -8 -9 10 -1 16 -13 14 15 -14 -3 20 19 -19 21 -18
right_child=-2 11 -4 4 -6 -7 7 8 -10 -11 -12 12 13 -15 -16 -17 17 18 -20 -21 -22 -23
leaf_value=-7.2868948647890095e-05 0.00089430997834730685 -0.00028076929617528313 0.0018926963871353825 -1.6751974172499517e-05 0.00013832793073553884 -0.0007696622652313401 0.00067921879966876869 2.6116022338392287e-05 0.00061038694627760996 -0.00059342209111286977 0.00025507649943314308 -0.00046414841125589756 -2.5165067670015601e-05 -0.00043473634591943689 -0.00014963658513960452 0.00056616133793399299 -0.00017572788884668693 0.00069843863807788362 -0.00030763090105121219 9.5654822045582337e-05 0.00026300474795436652 1.4287546060183039e-05
leaf_weight=362 46 60 60 59 80 55 60 686 69 51 105 87 85 49 79 47 222 58 52 230 62 1100
leaf_count=362 46 60 60 59 80 55 60 686 69 51 105 87 85 49 79 47 222 58 52 230 62 1100
internal_value=0 3.36362e-05 9.64413e-05 2.53254e-05 -0.000166256 -0.000387179 5.38215e-05 0.000125672 8.05973e-05 -5.76449e-05 0 -1.27519e-05 -0.000146026 -3.64286e-05 5.21897e-05 0.000179181 1.27119e-05 2.34008e-05 0.000136804 0.000219891 -3.86686e-06 -1.7002e-05
internal_weight=0 3718 1587 1527 194 114 1333 815 755 518 467 2131 347 260 211 132 1784 1724 340 288 1384 1322
internal_count=3764 3718 1587 1527 194 114 1333 815 755 518 467 2131 347 260 211 132 1784 1724 340 288 1384 1322
is_linear=0
shrinkage=0.0995203


Tree=8505
num_leaves=26
num_cat=0
split_feature=29 6 6 17 36 21 6 3 3 6 9 9 19 4 3 21 21 4 6 0 26 1 21 0 1
split_gain=0.00274919 0.000896705 0.00766778 0.0107902 0.000871276 0.000922454 0.00114887 0.00105679 0.00213172 0.00117239 0.000986086 0.00150341 0.000883232 0.000881835 0.000782555 0.000744537 0.0014446 0.00129308 0.00221754 0.00159944 0.00100063 0.00259268 0.000873764 0.000446922 0.000498343
threshold=0.12951500000000005 -0.089284999999999989 -0.092434999999999989 -0.049834999999999997 0.08605500000000002 0.091085000000000013 -0.085609999999999992 0.10726500000000001 0.10525500000000003 -0.03764 0.10199500000000002 0.08895500000000002 0.0069650000000000016 0.09939000000000002 0.11816500000000002 0.096230000000000024 0.087625000000000022 0.086380000000000026 -0.097455 -0.15468499999999999 -0.0083299999999999989 0.0022300000000000006 0.10143500000000001 -0.14028499999999997 0.055865000000000012
decision_type=2 2 2 2 2 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 5 7 -7 8 13 -9 11 -8 -12 -3 -11 16 17 18 -1 -19 -18 -22 -17 -24 -25
right_child=-2 4 3 -5 -6 6 10 9 -10 14 12 -13 -14 -15 -16 22 20 19 -20 -21 21 -23 23 24 -26
leaf_value=-4.3025033373816998e-05 0.0008053080813666811 1.6699794982104191e-05 0.0019702625132556216 -0.00012614407318327863 -0.00040988066587357665 -0.00058720376556199792 -0.00018707648192973228 0.00065250593614125463 -0.00055488903436166676 0.0002582942049139318 -0.00052784093428519545 0.00023408297691147875 0 0.00042603384819564125 -8.8887237018160582e-05 0.00049577445079062124 -0.00063604366568147672 -0.00054456741767349825 0.00084426255084795268 5.5030215224459504e-05 -0.00066187648029322407 0.00031231471994622309 0.00027250523885101799 0.00012915225404943644 -0.0002200413980214294
leaf_weight=61 46 1779 50 46 50 46 163 50 64 160 72 172 60 54 103 58 57 54 49 232 48 61 68 86 75
leaf_count=61 46 1779 50 46 50 46 163 50 64 160 72 172 60 54 103 58 57 54 49 232 48 61 68 86 75
internal_value=0 3.02668e-05 0.000114001 0.000957207 1.43607e-06 9.28935e-06 -0.000110534 3.7474e-05 9.06793e-06 0.000207019 -6.18286e-05 2.6717e-05 -0.000292748 2.92054e-05 0.000119213 1.76921e-05 -4.7809e-05 5.37528e-05 0.000344779 -5.53183e-05 -0.00029502 -0.000109177 0.000148808 5.73552e-05 -2.8431e-05
internal_weight=0 3718 945 96 2773 2723 513 2210 1897 313 467 335 132 1833 263 849 562 396 110 286 166 109 287 229 161
internal_count=3764 3718 945 96 2773 2723 513 2210 1897 313 467 335 132 1833 263 849 562 396 110 286 166 109 287 229 161
is_linear=0
shrinkage=0.0995203


Tree=8506
num_leaves=19
num_cat=0
split_feature=4 20 2 2 21 21 20 0 9 0 5 5 1 4 29 5 0 2
split_gain=0.00271589 0.00110195 0.00108154 0.016338 0.000738078 0.00107109 0.00147374 0.000885733 0.00121383 0.00113608 0.000445135 0.000884366 0.000827686 0.0007294 0.000598463 0.000463493 0.00114581 0.000903645
threshold=0.15834500000000004 0.2959750000000001 -0.081734999999999988 -0.082084999999999991 0.093835000000000016 0.11043500000000002 -0.066619999999999999 -0.085684999999999997 0.084915000000000032 -0.087184999999999999 0.16703000000000004 0.26473000000000008 0.064860000000000015 0.087155000000000024 0.096845000000000028 0.0029100000000000007 -0.079564999999999983 -0.080974999999999991
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 -6 9 -9 -1 14 -12 13 -13 15 17 -17 -4
right_child=-2 -3 10 -5 5 -7 -8 8 -10 -11 11 12 -14 -15 -16 16 -18 -19
leaf_value=1.8589428601642436e-05 0.00079658330612018379 0.00050079395887163891 -0.00031228525959289068 0.0016932105137885797 -0.00070478379268627909 0.00012430431184458108 6.7699364910361909e-06 0.00029144711742185627 2.7629242045948154e-05 -0.00034368396156035728 -0.00041136646070780088 0.00014734344970758237 -0.00041385576784850388 -0.00026573139536916043 -0.0003171418900418872 0.00045540017049184049 0 3.4767673640851688e-06
leaf_weight=373 46 48 96 60 59 71 52 248 597 110 84 167 48 56 59 75 199 1316
leaf_count=373 46 48 96 60 59 71 52 248 597 110 84 167 48 56 59 75 199 1316
internal_value=0 2.6332e-05 1.99035e-05 8.25135e-05 1.79701e-05 -0.000169051 -0.000364068 4.42175e-05 0.000106026 -6.2221e-05 -2.65151e-05 -0.000128206 -3.74159e-05 3.99406e-05 -5.35814e-06 5.0669e-06 0.000123893 -1.74117e-05
internal_weight=0 3718 3670 1570 1510 182 111 1328 845 483 2100 355 271 223 1745 1686 274 1412
internal_count=3764 3718 3670 1570 1510 182 111 1328 845 483 2100 355 271 223 1745 1686 274 1412
is_linear=0
shrinkage=0.0995203


Tree=8507
num_leaves=16
num_cat=0
split_feature=26 8 8 21 2 20 4 23 10 17 29 8 17 17 8
split_gain=0.00260764 0.00110335 0.00816222 0.0115544 0.00112165 0.000933289 0.000492573 0.000985103 0.000592971 0.000942628 0.000344452 0.000329113 0.000413721 0.000615181 2.39728e-05
threshold=0.5128250000000002 -0.087635000000000005 -0.090274999999999994 0.089005000000000015 -0.082704999999999987 0.15091500000000005 0.13707500000000003 -0.022119999999999997 0.090150000000000022 -0.53447999999999996 -0.049035000000000002 -0.49499500000000002 -0.10193000000000001 0.061900000000000018 -0.52813999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -4 6 7 -3 9 -9 -1 14 -13 -14 -12
right_child=-2 5 3 -5 -6 -7 -8 8 -10 -11 11 12 13 -15 -16
leaf_value=0.00015976783000678604 0.00072607076800468436 0.00043430034647277304 0.00059828374731064015 0.0020512569609036891 2.5057025532970951e-05 0.00037768200682849784 -0.00028379417375428909 0.00019912193805927871 -0.00037120103743209002 -3.1166958009583798e-05 -0.00030192751830277267 0.00018193175952910739 -0.00013732969959022448 8.7406939351833158e-05 -0.00013958665656230089
leaf_weight=83 53 48 57 47 91 60 68 190 47 2321 46 81 345 181 46
leaf_count=83 53 48 57 47 91 60 68 190 47 2321 46 81 345 181 46
internal_value=0 2.23163e-05 0.000113161 0.000689378 0.000251358 -9.84777e-06 -1.88494e-05 -1.16219e-05 -2.03095e-05 -1.34157e-05 -2.94782e-05 -5.31206e-05 -2.50154e-05 -5.844e-05 -0.000229655
internal_weight=0 3711 977 195 148 2734 2674 2606 2558 2511 782 699 607 526 92
internal_count=3764 3711 977 195 148 2734 2674 2606 2558 2511 782 699 607 526 92
is_linear=0
shrinkage=0.0995203


Tree=8508
num_leaves=21
num_cat=0
split_feature=26 26 26 26 26 17 5 5 5 26 17 18 8 1 8 1 27 2 2 2
split_gain=0.000786398 0.00109535 0.000812943 0.000882759 0.00111721 0.000770005 0.000827955 0.00215363 0.00122027 0.00246935 0.00143613 0.00131131 0.00128589 0.000655911 0.00617578 0.00347892 0.000603445 0.000570595 0.00147035 0.000861717
threshold=0.090845000000000023 0.091400000000000023 0.09032500000000003 0.089795000000000028 0.089485000000000023 0.51041000000000014 -0.034484999999999995 -0.012704999999999999 -0.06971999999999999 0.11538500000000003 0.07134500000000002 0.11061000000000003 -0.052214999999999998 -0.083284999999999984 -0.080724999999999991 -0.064534999999999995 0.10274500000000002 -0.082294999999999993 -0.08126499999999999 -0.086169999999999983
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 16 6 8 -8 11 10 -10 12 -3 14 -9 -15 17 19 -19 -1
right_child=1 5 -4 -5 -6 -7 7 13 9 -11 -12 -13 -14 15 -16 -17 -18 18 -20 -21
leaf_value=5.9478899024506718e-06 -0.00049420718096806202 -0.00024875922504092891 0.00038487563238143397 -0.0003308329678883923 0.00051856581752023805 -0.0003390079752508375 0.00062704684912613423 0.00056457365539679648 0.00027994341086058123 -0.00093948362362317834 -0.00045420997844657475 0.00039144702279980486 0.00020698035208076165 0.00084538359663380736 -0.00076894498001622575 -8.7297807329184056e-05 0.0002969876307183047 -0.00035161323703102775 7.4367216304265982e-06 0.00019012972305920096
leaf_weight=747 56 185 65 66 47 79 62 61 55 47 50 68 90 49 78 202 80 125 1136 387
leaf_count=747 56 185 65 66 47 79 62 61 55 47 50 68 90 49 78 202 80 125 1136 387
internal_value=0 -6.43e-05 3.62945e-05 2.72232e-05 3.6918e-05 -4.00374e-05 -1.42324e-05 8.21413e-05 -0.000103888 -0.000338614 -6.18571e-05 0 -9.66313e-05 -2.3857e-06 -0.000177842 9.15181e-05 2.74408e-05 1.80953e-05 -2.75059e-05 6.95255e-05
internal_weight=0 1082 2653 2588 2522 1026 947 452 495 152 105 343 275 390 139 251 2475 2395 1261 1134
internal_count=3735 1082 2653 2588 2522 1026 947 452 495 152 105 343 275 390 139 251 2475 2395 1261 1134
is_linear=0
shrinkage=0.0995203


Tree=8509
num_leaves=28
num_cat=0
split_feature=26 26 17 17 0 21 2 26 3 26 6 21 1 3 9 9 9 26 9 5 26 5 6 2 5 18 5
split_gain=0.000657668 0.00227713 0.00313785 0.00181658 0.00181133 0.00101689 0.000925439 0.000948083 0.00236154 0.000859206 0.00153046 0.00165584 0.00157056 0.000716196 0.000649817 0.00331402 0.00133484 0.000813723 0.000888994 0.00304619 0.000585026 0.000575235 0.00190576 0.00177743 0.00145987 0.00297649 0.00180692
threshold=0.084735000000000019 0.082605000000000026 0.0036400000000000009 -0.14723999999999998 -0.088174999999999989 0.10403500000000003 0.13398000000000002 -0.089654999999999999 0.10850000000000003 -0.2382 -0.52821499999999999 0.09865500000000002 0.25544500000000009 0.11387500000000002 0.097680000000000031 0.09667000000000002 0.10153500000000003 0.10439000000000002 0.11296000000000002 -0.034484999999999995 0.085005000000000011 -0.010424999999999999 0.11690000000000002 -0.075899999999999995 -0.015214999999999999 -0.01205 -0.025879999999999997
decision_type=2 2 2 2 2 2 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 -5 9 7 13 -9 -1 -11 12 -12 -7 15 20 -16 -18 -19 -20 -2 24 23 -23 26 -26 -22
right_child=14 2 -4 4 -6 6 -8 8 -10 10 11 -13 -14 -15 16 -17 17 18 19 -21 21 22 -24 -25 25 -27 -28
leaf_value=0.00031487280264390338 -0.00034020337537925223 0.0006931871365225494 0.0010792290710289986 0.00032788999658640351 -0.00037755342713671021 -0.00025205531961649462 -0.00015270414376168545 0.00094888475908788369 7.7348556929514596e-05 -0.0005737447094809273 -6.553132838722508e-05 -0.00060027607175462086 0.00023890432808606422 0.00029598657755597254 0.00047108199181812252 -0.00083969267447389 -0.00039051291308610334 0.00035319240438306892 -0.00056220837978452449 0.00038487537429527036 4.2384428348420677e-05 -9.6366848420515163e-05 -0.00070063304595777034 0.00046263308827568223 0.00083374817537819031 -0.00017671181498339991 -0.000410628732269356
leaf_weight=65 59 47 46 73 71 46 64 54 77 54 805 48 212 48 73 52 46 73 66 68 674 591 47 62 62 52 100
leaf_count=65 59 47 46 73 71 46 64 54 77 54 805 48 212 48 73 52 46 73 66 68 674 591 47 62 62 52 100
internal_value=0 5.19148e-05 0.000338281 0.000155547 -1.42479e-05 5.28378e-06 0.000173133 0.000269454 0.000442857 -3.49947e-05 -5.60493e-05 -2.90312e-05 -1.26486e-06 1.90871e-05 -3.18381e-05 -5.68364e-05 9.59332e-05 -9.07573e-06 7.17334e-05 -7.54896e-05 -3.16226e-05 -1.96421e-05 -8.74276e-05 -4.20381e-05 3.28705e-05 0.000365656 -1.50868e-05
internal_weight=0 1710 237 191 144 1473 289 225 131 1184 1119 1065 1017 94 2025 1699 326 253 207 134 1647 1588 700 653 888 114 774
internal_count=3735 1710 237 191 144 1473 289 225 131 1184 1119 1065 1017 94 2025 1699 326 253 207 134 1647 1588 700 653 888 114 774
is_linear=0
shrinkage=0.0995203


Tree=8510
num_leaves=21
num_cat=0
split_feature=26 26 26 1 1 1 1 0 1 6 5 17 17 26 26 8 22 0 0 8
split_gain=0.000611215 0.00166611 0.00103861 0.000953192 0.00176895 0.00174902 0.00258942 0.00221418 0.0022667 0.00128161 0.000703825 0.000697187 0.00109249 0.000688099 0.000942907 0.000583554 0.000510425 0.0005419 0.000951821 0.000399939
threshold=0.090625000000000025 0.091195000000000012 0.09032500000000003 -0.082489999999999994 -0.085739999999999997 -0.07002499999999999 -0.073844999999999994 -0.071484999999999993 -0.080085000000000003 0.11816500000000002 -0.010764999999999999 0.41106500000000007 0.021725000000000005 0.089795000000000028 0.089485000000000023 -0.080724999999999991 0.12975500000000004 -0.089164999999999994 -0.088174999999999989 0.0044850000000000011
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 13 4 10 6 7 8 -5 11 -3 12 -7 14 16 -12 17 19 -19 -1
right_child=1 3 -4 5 -6 9 -8 -9 -10 -11 15 -13 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=-6.2837602114461244e-05 -0.00059621326761645629 -0.00033361936092763495 0.00049634837713042517 -0.00089449586430651853 0.00064334402743732987 -8.0223040165344799e-05 -0.00092183373797757623 0.00044876193750170305 -6.3960543632865589e-05 0.00038701567085846421 0.00037844790018177381 -0.00038452306134866248 0.0003116656761587937 -0.00029291387918884386 0.00047416989443041497 -5.5092947377995376e-05 0.00033227265070540188 0.00041833981637282838 3.5448933302663618e-05 0.0001761094747101128
leaf_weight=859 54 47 47 47 55 338 52 49 114 81 51 52 89 66 47 71 52 68 1422 74
leaf_count=859 54 47 47 47 55 338 52 49 114 81 51 52 89 66 47 71 52 68 1422 74
internal_value=0 -5.64024e-05 3.18506e-05 -2.77519e-05 0.000153011 -7.80068e-05 -0.000290449 -0.000130207 -0.0003115 1.99238e-05 -1.7211e-06 -4.04433e-05 0 2.30986e-05 3.16932e-05 0.000119431 2.29598e-05 1.59838e-05 5.34726e-05 -4.30083e-05
internal_weight=0 1100 2635 1046 224 822 262 210 161 560 169 479 427 2588 2522 122 2475 2423 1490 933
internal_count=3735 1100 2635 1046 224 822 262 210 161 560 169 479 427 2588 2522 122 2475 2423 1490 933
is_linear=0
shrinkage=0.0995203


Tree=8511
num_leaves=21
num_cat=0
split_feature=26 26 0 26 5 5 3 5 18 0 17 18 20 21 5 21 26 0 0 18
split_gain=0.000565771 0.00132206 0.0021173 0.00492247 0.00121767 0.00169526 0.00207514 0.0011036 0.00227606 0.00171045 0.00104327 0.00090067 0.000726479 0.000704149 0.00096922 0.000542061 0.000965396 0.00065207 0.000691494 0.000565126
threshold=0.093835000000000016 0.097315000000000026 -0.077945 0.095950000000000021 -0.034484999999999995 -0.06971999999999999 0.097880000000000023 -0.082635 0.089365000000000014 -0.1021 0.016900000000000005 -0.023444999999999997 -0.00059999999999999995 0.13042000000000004 0.23074000000000006 0.11987500000000002 0.092955000000000024 -0.233955 -0.229625 0.10361000000000002
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 -2 -4 5 7 -7 8 9 -3 11 12 -6 15 -15 16 17 -1 -19 -20
right_child=1 4 3 -5 10 6 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 18 19 -21
leaf_value=0.00031524478827751423 9.0131115529553421e-05 -0.00030290933627965481 0 -0.0013518944552911789 8.6969425710487532e-05 -0.00086551376853441758 -5.4294008166518753e-06 0.0003095584328094173 -0.00055171587652330407 0.00046522007208258726 0.00053372787098226657 0.00029235942719251949 -0.00041965026418135847 1.7366471425804124e-05 0.00057584351291656765 -0.00030212715305934934 0.00045972581274939135 -0.0003471262841473162 2.6510436679261089e-05 -0.00014868185584325557
leaf_weight=69 78 47 64 47 61 56 59 90 73 71 60 89 49 79 54 52 49 54 2337 197
leaf_count=69 78 47 64 47 61 56 59 90 73 71 60 89 49 79 54 52 49 54 2337 197
internal_value=0 -6.63347e-05 -0.000298212 -0.000578478 0 -0.000109164 -0.000431372 1.97874e-05 -0.000112468 0.000152333 0.000168357 5.40817e-05 -0.000131265 2.62102e-05 0.000250272 1.51084e-05 2.15071e-05 1.31174e-05 4.74593e-06 1.25675e-05
internal_weight=0 844 189 111 655 396 115 281 191 118 259 199 110 2891 133 2758 2706 2657 2588 2534
internal_count=3735 844 189 111 655 396 115 281 191 118 259 199 110 2891 133 2758 2706 2657 2588 2534
is_linear=0
shrinkage=0.0995203


Tree=8512
num_leaves=19
num_cat=0
split_feature=20 17 18 9 8 6 17 17 17 8 10 17 5 0 21 8 0 5
split_gain=0.0267942 0.00226068 0.0130766 0.00264781 0.00114899 0.00213001 0.0047777 0.00109888 0.00109261 0.000998682 0.000990447 0.00104855 0.00096202 0.000856944 0.000849432 0.000754862 0.000701297 0.000197031
threshold=-0.41270499999999993 0.052150000000000009 -0.091594999999999996 0.11351500000000002 -0.068099999999999994 0.089090000000000016 0.07134500000000002 0.0084900000000000028 0.084010000000000015 -0.016289999999999999 0.09056500000000002 -0.50029000000000001 -0.090164999999999995 -0.23998999999999998 0.10384500000000002 -0.073999999999999996 -0.19631499999999999 -0.19631499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 4 5 8 -7 10 -4 -6 11 14 -9 -13 15 -2 -15 -11
right_child=1 2 3 -5 9 6 -8 12 -10 17 -12 13 -14 16 -16 -17 -18 -19
leaf_value=-0.0023477360740307273 -0.00049955351932842208 0.0017923612586208564 -0.00049770719326441381 0.0008014247884296548 -0.000549969767623111 0.0011185474574462086 7.0038533663463839e-05 -1.5097912560156533e-05 6.6327292595493538e-06 0.00011571431027641984 0.00034343508028806272 -0.00040092318285048527 -0.00055807461852137169 0.00029195505856021944 0.00010446688619405374 -0.0001295407781130098 1.7173201165309857e-07 -0.00012764822263261317
leaf_weight=48 97 46 49 46 54 57 184 66 301 48 76 51 70 85 70 144 2174 94
leaf_count=48 97 46 49 46 54 57 184 66 301 48 76 51 70 85 70 144 2174 94
internal_value=0 1.86495e-05 0.000158204 6.69799e-05 2.30115e-05 9.3184e-05 0.000321423 -2.43615e-05 -6.1636e-05 -0.000184403 -1.01287e-05 -2.06932e-05 -0.000300591 2.053e-06 -0.000192276 -0.000281864 1.15131e-05 -3.96198e-05
internal_weight=0 3712 879 833 787 591 241 2833 350 196 2697 2621 136 2310 311 241 2259 142
internal_count=3760 3712 879 833 787 591 241 2833 350 196 2697 2621 136 2310 311 241 2259 142
is_linear=0
shrinkage=0.0995203


Tree=8513
num_leaves=22
num_cat=0
split_feature=20 17 17 9 1 5 17 0 2 3 20 3 8 18 9 20 1 3 8 3 5
split_gain=0.021727 0.00183752 0.0116674 0.00131533 0.00090281 0.000921365 0.00111361 0.00104299 0.00103455 0.00173365 0.00096847 0.00082698 0.000794217 0.00128344 0.00156656 0.00117136 0.00133731 0.000818881 0.00065048 0.000580059 0.000304776
threshold=-0.41270499999999993 0.052150000000000009 0.060860000000000011 0.11351500000000002 0.50996500000000011 -0.14822499999999997 0.0084900000000000028 -0.19126499999999999 -0.083974999999999994 0.10648500000000002 -0.012970000000000001 0.12389500000000002 -0.073999999999999996 0.11906500000000002 0.095285000000000022 -0.014534999999999999 -0.084204999999999988 0.093835000000000016 -0.07034 0.12212000000000002 -0.46834999999999999
decision_type=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 5 8 7 -7 20 18 -11 -6 15 14 -14 17 -17 -4 -10 -9 -2
right_child=1 2 3 -5 11 6 -8 19 9 10 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=-0.0021140887393324152 -7.0826832724890402e-05 0.001447930156393474 -0.00035053663435968114 0.00055812376431426422 0.00052517493672747824 0.00035765516686244022 -0.00036874159463826133 -2.6776641053900012e-05 -0.00031186569357948045 0.00017604833311460404 -0.00032320740560582079 -8.7349037036339453e-06 -5.6309506960576267e-05 0.00022505900095260022 -0.00070703283425349334 -0.00022147555155938665 0.00026035305886139536 9.2374910227885625e-05 -0.00085928826810864405 0.0001506951344823054 0.00026229696136233763
leaf_weight=48 57 63 89 46 56 79 83 2005 46 74 78 53 105 64 59 68 312 73 54 200 48
leaf_count=48 57 63 89 46 56 79 83 2005 46 74 78 53 105 64 59 68 312 73 54 200 48
internal_value=0 1.68154e-05 0.000142645 4.08662e-05 -2.1937e-05 -3.34414e-05 -1.05958e-05 2.0607e-06 -0.000182621 -0.000292653 -7.4763e-05 0.000258057 8.90192e-06 -0.000145718 -0.000295403 7.54553e-05 0.000171977 -0.0001459 -0.00061566 -1.03082e-05 7.36619e-05
internal_weight=0 3712 879 816 2833 2724 2367 2284 357 252 152 109 770 228 164 542 380 162 100 2205 105
internal_count=3760 3712 879 816 2833 2724 2367 2284 357 252 152 109 770 228 164 542 380 162 100 2205 105
is_linear=0
shrinkage=0.0995203


Tree=8514
num_leaves=16
num_cat=0
split_feature=6 3 18 26 20 27 20 5 2 3 2 0 2 1 1
split_gain=0.0194893 0.00168146 0.00451847 0.00132864 0.00210601 0.00104389 0.00111985 0.00076068 0.000857941 0.000679351 0.000614256 0.00151071 0.0021071 0.00156089 0.00119498
threshold=0.23663500000000004 0.084955000000000017 -0.095364999999999991 -0.23033499999999998 -0.0081349999999999981 0.11266000000000002 -0.20190499999999997 -0.53979999999999995 -0.080604999999999996 0.084550000000000028 -0.086934999999999998 -0.086304999999999993 -0.022909999999999996 -0.084759999999999988 -0.090104999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 -5 -8 -9 10 14 13 -13 -12 -4
right_child=-2 3 9 5 -6 -7 7 8 -10 -11 11 12 -14 -15 -16
leaf_value=0.00086148265516797272 -0.0019042334952959258 0 -9.5068589141348775e-05 0.00044345221905750271 0.00083115925374441875 -0.00047744644566784483 -0.0003464093255369611 -7.9895673190941109e-05 3.1041567930814115e-05 0.00032723195701355346 0.00061789405527955591 -0.00084259462088660819 -1.3145138322406618e-06 -5.7888167203581227e-05 0.00044736975546015974
leaf_weight=81 53 84 78 51 47 50 72 1236 1552 81 46 49 79 122 79
leaf_count=81 53 84 78 51 47 50 72 1236 1552 81 46 49 79 122 79
internal_value=0 1.76938e-05 0.000168071 -1.19516e-05 0.000297705 -2.59278e-05 -1.78912e-05 -2.64042e-05 -1.78465e-05 6.13581e-05 1.20105e-05 -7.04353e-05 -0.000329763 0.000122275 0.000172664
internal_weight=0 3707 615 3092 131 2961 2911 2860 2788 534 453 296 128 168 157
internal_count=3760 3707 615 3092 131 2961 2911 2860 2788 534 453 296 128 168 157
is_linear=0
shrinkage=0.0995203


Tree=8515
num_leaves=18
num_cat=0
split_feature=20 17 17 5 6 6 3 5 3 24 9 17 17 17 5 3 5
split_gain=0.0159444 0.00145597 0.00936312 0.00123067 0.00105216 0.00101371 0.00203754 0.002634 0.00215243 0.000798096 0.000748215 0.00278609 0.000722179 0.00063801 0.000785358 0.000595941 0.000513111
threshold=-0.41270499999999993 0.052150000000000009 0.060860000000000011 -0.49053999999999998 0.18123500000000006 0.089090000000000016 0.092300000000000021 -0.035924999999999999 0.095135000000000011 -0.071224999999999997 0.086965000000000028 0.26639000000000007 -0.56655999999999984 0.0084900000000000028 -0.090164999999999995 0.087625000000000022 -0.14822499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 9 10 7 -7 -8 -2 15 -12 -11 16 -15 -5 -14
right_child=1 2 3 5 -6 6 8 -9 -10 12 11 -13 13 14 -16 -17 -18
leaf_value=-0.0018106160861950352 0.00037726002068123486 0.0012961777479411866 0.00039647284813808882 0.00022537010066448434 0.00044131929155626591 0.0010596841552293569 -0.00055011551442721296 0 0.0001858458341000917 -0.00034710127283696249 -0.00073565720642599199 0 -0.00012650070760374644 0 -0.00046911029355416878 -0.0001083231425069201 2.8437086738926071e-06
leaf_weight=48 47 63 84 95 48 46 58 49 121 72 72 174 351 66 70 117 2179
leaf_count=48 47 63 84 95 48 46 58 49 121 72 72 174 351 66 70 117 2179
internal_value=0 1.48181e-05 0.000126839 3.5556e-05 -1.96499e-05 -4.74236e-06 0.000145489 0.000518773 -4.80488e-05 -2.78888e-05 -9.64065e-05 -0.000215002 -3.51425e-05 -2.64104e-05 -0.0002368 3.73478e-05 -1.47773e-05
internal_weight=0 3712 879 816 2833 732 274 95 179 2785 458 246 2738 2666 136 212 2530
internal_count=3760 3712 879 816 2833 732 274 95 179 2785 458 246 2738 2666 136 212 2530
is_linear=0
shrinkage=0.0995203


Tree=8516
num_leaves=15
num_cat=0
split_feature=19 3 3 18 20 18 20 8 4 6 20 21 36 4
split_gain=0.0074758 0.00659203 0.0297413 0.0221656 0.00235018 0.000891071 0.00103391 0.000686412 0.000842619 0.000901557 0.000563398 0.000771628 0.000291266 0.000199986
threshold=0.14107000000000006 0.085505000000000012 0.085195000000000007 -0.098315 -0.24910499999999999 0.23251500000000005 -0.15398499999999998 -0.077259999999999995 0.11541000000000003 0.087975000000000012 0.27003000000000005 -0.091649999999999995 0.087020000000000028 0.082335000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 -6 8 9 -5 11 -8 13 -9
right_child=-2 4 -4 7 5 -7 10 12 -10 -11 -12 -13 -14 -15
leaf_value=-0.0018519333159429051 -0.0013318513115525056 0.0005806730197577797 -0.0025198438933796874 -1.3909474258165124e-05 0.00042465038678790389 -0.00035194301206896661 -0.0003944065797657798 -8.2624780113075267e-05 0.00046275719425575466 0.0003931776411333274 0.00030250502183113153 -1.3552982924716954e-05 6.1643541119381378e-05 -0.00037686383493074814
leaf_weight=68 47 67 57 321 54 76 54 59 58 64 54 2667 46 50
leaf_count=68 47 67 57 321 54 76 54 59 58 64 54 2667 46 50
internal_value=0 -6.75901e-05 -0.000337103 -0.000149063 -1.7501e-06 -1.54647e-05 -6.13599e-06 4.32062e-05 0.00010731 5.16359e-05 -1.48139e-05 -2.14121e-05 -0.000134726 -0.000225107
internal_weight=0 3695 723 666 2972 2905 2829 598 443 385 2775 2721 155 109
internal_count=3742 3695 723 666 2972 2905 2829 598 443 385 2775 2721 155 109
is_linear=0
shrinkage=0.0995203


Tree=8517
num_leaves=17
num_cat=0
split_feature=19 1 1 18 0 1 2 20 23 18 4 5 9 4 0 5
split_gain=0.00606038 0.00457522 0.0107593 0.00793024 0.0284475 0.00262234 0.00194351 0.00183167 0.00128106 0.00113573 0.00107402 0.000635461 0.000518871 0.00114523 0.00139894 0.00113931
threshold=0.14107000000000006 -0.083284999999999984 -0.084514999999999993 -0.091869999999999993 -0.080884999999999999 -0.082344999999999988 -0.017704999999999995 -0.24910499999999999 0.086650000000000019 0.23251500000000005 0.14727500000000002 0.24444000000000005 0.098720000000000016 0.10353000000000002 0.061855000000000014 0.25155500000000008
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 -3 11 -7 9 10 -9 -6 13 15 -15 -5
right_child=-2 5 -4 12 6 7 -8 8 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.0022637583244133033 -0.0011993051931600898 0.0007427799316762566 -0.0015731466700518906 3.6161473995295604e-05 2.9632895045841123e-05 0.00050629003334465067 -0.00037867420002572999 -1.19137438206282e-05 -0.00053577707951356346 -0.00047568698795265692 0.00039796704322422579 0.00051453669811560765 -0.00028537578719448693 0 0.00075641978850092887 -0.00044596535420930549
leaf_weight=75 47 47 57 472 56 67 70 2430 47 51 65 59 51 48 46 54
leaf_count=75 47 47 57 472 56 67 70 2430 47 51 65 59 51 48 46 54
internal_value=0 -6.08856e-05 -0.000244211 -0.000161968 -0.000628667 5.72198e-06 2.97834e-05 -6.99349e-06 -2.05718e-05 -1.07394e-05 -9.07373e-07 0.000285528 1.76493e-05 4.3896e-05 0.000364143 -1.17781e-05
internal_weight=0 3695 988 931 260 2707 185 2660 2593 2546 2495 115 671 620 94 526
internal_count=3742 3695 988 931 260 2707 185 2660 2593 2546 2495 115 671 620 94 526
is_linear=0
shrinkage=0.0995203


Tree=8518
num_leaves=17
num_cat=0
split_feature=19 3 3 9 8 20 8 8 9 4 6 8 3 6 20 9
split_gain=0.00491287 0.00501009 0.023659 0.0119944 0.0153341 0.0015804 0.000854769 0.00112709 0.00177305 0.000715098 0.000499101 0.00358561 0.00243093 0.00082151 0.000457884 0.000633301
threshold=0.14107000000000006 0.085505000000000012 0.085195000000000007 0.08679000000000002 -0.080445000000000003 -0.24910499999999999 -0.077259999999999995 -0.082419999999999993 0.083925000000000013 0.085065000000000016 0.11816500000000002 -0.077889999999999987 0.11165000000000001 0.11413500000000003 0.27003000000000005 0.12372500000000002
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 -3 7 8 -1 -8 13 -12 -13 14 15 -7
right_child=-2 5 -4 4 -6 10 9 -9 -10 -11 11 12 -14 -15 -16 -17
leaf_value=0.00027965572094409882 -0.0010799501156366284 0.00048012970796505457 -0.0022366255329939857 0.00010408235235226516 -0.0024356414285240388 -5.8514519773093216e-06 -0.0003610264032404435 0.00057847022377905874 -0.00015657976814685022 5.4989830428385323e-05 0.00051330775094591793 -0.0010234069798292719 -2.748801139037559e-06 0.00038501979131239913 0.00027924092326537034 -0.0003539417328790891
leaf_weight=185 47 67 57 46 47 2601 79 48 182 79 47 50 46 54 54 53
leaf_count=185 47 67 57 46 47 2601 79 48 182 79 47 50 46 54 54 53
internal_value=0 -5.48415e-05 -0.000289804 -0.000121955 -0.00117063 2.04249e-06 4.68211e-05 0.000122905 6.10904e-05 -0.000147837 -8.70217e-06 -0.000190009 -0.000542869 3.88461e-07 -6.97915e-06 -1.31112e-05
internal_weight=0 3695 723 666 93 2972 573 415 367 158 2905 143 96 2762 2708 2654
internal_count=3742 3695 723 666 93 2972 573 415 367 158 2905 143 96 2762 2708 2654
is_linear=0
shrinkage=0.0995203


Tree=8519
num_leaves=18
num_cat=0
split_feature=18 18 3 3 0 5 20 4 4 18 9 2 18 4 23 36 4
split_gain=0.0041508 0.031441 0.0144487 0.00391068 0.0110015 0.00163652 0.0011111 0.000849007 0.000788631 0.000701072 0.00212098 0.00126848 0.000986917 0.000671227 0.000596345 0.000729557 0.000832406
threshold=-0.018629999999999997 -0.022504999999999997 0.081685000000000021 0.085625000000000021 -0.082135 -0.0091849999999999987 -0.14820999999999998 0.14903500000000006 0.10787500000000001 -0.010029999999999999 0.084485000000000018 -0.083665000000000003 -0.0086449999999999982 0.085990000000000025 -0.046924999999999994 0.089700000000000016 0.11860000000000002
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 -5 9 13 10 -2 -12 -11 -8 -14 16 -16
right_child=7 -3 3 6 -6 -7 8 -9 -10 12 11 -13 14 -15 15 -17 -18
leaf_value=-0.0015988375713631329 0.00057703862802168683 -0.0025264278512488201 -0.00032376533724938738 0.0004952465212472181 -0.0017936692644565616 0.00047536150913587798 -2.3209100217450751e-06 0.00036723989352837298 -0.00037599606243023071 -0.00045572774101417527 -0.00046145881182612503 0.00022674552308167071 -0.00027095811443880307 0.0002443106222032186 4.5413921714188069e-06 -0.00036504620035803198 0.00022934740490253487
leaf_weight=61 82 55 52 48 46 49 992 69 51 47 50 55 74 122 1659 48 182
leaf_count=61 82 55 52 48 46 49 992 69 51 47 50 55 74 122 1659 48 182
internal_value=0 -0.000191106 -0.000100141 -3.23179e-05 -0.00051736 5.58247e-05 2.57881e-05 2.3097e-05 5.74291e-06 1.19161e-05 0.000196338 -9.31745e-05 -4.83431e-06 2.39542e-05 5.54439e-06 1.68095e-05 2.72102e-05
internal_weight=0 1476 1421 1360 147 101 1213 2266 1165 2197 187 105 2010 1114 1963 1889 1841
internal_count=3742 1476 1421 1360 147 101 1213 2266 1165 2197 187 105 2010 1114 1963 1889 1841
is_linear=0
shrinkage=0.0995203


Tree=8520
num_leaves=27
num_cat=0
split_feature=2 2 28 2 6 6 19 0 18 18 26 0 9 9 18 10 9 2 17 5 6 9 29 2 9 17
split_gain=0.00685035 0.0154219 0.00758065 0.00352795 0.0105505 0.0364561 0.00127663 0.0012424 0.00143195 0.00325109 0.0019484 0.00120569 0.00122461 0.00115834 0.00100152 0.000955394 0.00130969 0.00172677 0.00094405 0.000693182 0.000672026 0.000608707 0.00336382 0.00139079 0.000470699 0.00111666
threshold=-0.097424999999999998 -0.10077999999999999 1.0000000180025095e-35 -0.083974999999999994 0.08866000000000003 0.090710000000000027 0.13571500000000003 -0.084369999999999987 -0.019539999999999998 -0.090254999999999988 0.08401500000000002 -0.087184999999999999 0.084835000000000022 0.088610000000000008 -0.049119999999999997 0.09056500000000002 0.09550500000000002 -0.14264999999999997 -0.026504999999999997 -0.54382499999999989 0.23153500000000005 0.11296000000000002 0.12330000000000002 -0.049174999999999996 0.083760000000000015 -0.42572499999999996
decision_type=2 2 2 2 2 2 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 7 -6 19 8 9 -2 -11 12 -10 18 -7 16 24 -18 -9 -5 21 22 -21 -23 -1 -26
right_child=3 -3 -4 6 5 14 -8 13 11 10 -12 -13 -14 -15 -16 -17 17 -19 -20 20 -22 23 -24 -25 25 -27
leaf_value=-8.5875295634827871e-05 0.00029897339584081831 0.0020267819566579027 0.0013596085998911381 0.00036084816908670605 -0.0032007737996839216 0.00030528391162741049 0.00043995556589567056 0.00055206439185879379 0.00059410942323478337 -0.00023015984972580276 -0.0011628991333937277 -0.00021629099869914495 -7.1287756984634112e-05 -0.0001914820214686259 -0.00026673177947273915 0.00039151335204033657 -0.00076634529520531341 3.7375679924974003e-05 0 -7.3126820426589351e-06 0.0003759493364305362 0 0.00085253104638490049 -0.0006025805193108489 0.00057107758954075423 0
leaf_weight=82 47 50 48 55 49 60 71 86 57 47 47 89 49 52 61 62 48 55 49 2157 47 130 46 54 53 92
leaf_count=82 47 50 48 55 49 60 71 86 57 47 47 89 49 52 61 62 48 55 49 2157 47 130 46 54 53 92
internal_value=0 0.000368949 0.000178698 -3.00967e-05 -0.000229405 -0.000910539 2.35369e-05 -6.43839e-06 -0.000122379 -0.000364695 -0.000705239 4.86359e-05 0.000278797 0.000197506 1.01469e-05 3.2008e-05 -3.30548e-05 -0.000329226 0.000353402 1.13294e-05 3.09517e-06 -3.90337e-06 1.02698e-05 -0.000178045 9.77251e-05 0.0002072
internal_weight=0 490 440 3253 693 170 2560 523 336 141 94 195 106 187 121 392 330 103 135 2489 2434 2387 2203 184 227 145
internal_count=3743 490 440 3253 693 170 2560 523 336 141 94 195 106 187 121 392 330 103 135 2489 2434 2387 2203 184 227 145
is_linear=0
shrinkage=0.0995203


Tree=8521
num_leaves=23
num_cat=0
split_feature=1 1 1 1 1 18 18 26 9 17 2 18 4 1 21 0 6 38 1 2 18 18
split_gain=0.00648539 0.0302346 0.00609674 0.000917495 0.00858512 0.00133815 0.00350149 0.00130258 0.000770977 0.000869633 0.00102988 0.00129951 0.000674396 0.000648949 0.000732842 0.00111713 0.00126747 0.000703053 0.00201045 0.00057372 0.000541311 0.00132359
threshold=-0.10241499999999999 -0.139265 -0.094454999999999997 -0.083284999999999984 -0.084204999999999988 -0.089024999999999993 -0.022504999999999997 0.087625000000000022 0.098465000000000011 -0.14679499999999998 0.096520000000000022 -0.018629999999999997 0.079660000000000022 -0.082344999999999988 -0.0086749999999999987 -0.081674999999999984 -0.034094999999999993 -0.072014999999999996 0.51613500000000012 -0.083254999999999982 -0.0039399999999999991 -0.1394
decision_type=2 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 -4 -7 -8 9 20 12 -12 -11 -5 15 16 -15 -16 -19 -17 21 -1
right_child=2 -3 3 13 -6 6 7 -9 -10 10 11 -13 -14 14 17 19 -18 18 -20 -21 -22 -23
leaf_value=6.8335773694014592e-05 -0.0011356211036479852 0.0022531123980817185 0.00036287367456689458 0.0003559159868218348 -0.0014364461922160517 -0.00064605846416379727 -0.00016602962908072858 0.00033919972589367589 0.00038708521388265254 0.0001826274302686421 0.00076189135980471152 0 -0.00026172968228696617 0.00036744204452938446 0.00029468987903357152 0.00066327300832118101 -6.7036496784785658e-05 -1.8071808573215124e-05 -0.00055020876067904195 0.00014591441643008383 3.6032945566482836e-05 -0.00061285530538286183
leaf_weight=49 49 71 81 51 46 82 86 118 58 65 46 46 69 86 65 48 288 2083 73 47 75 61
leaf_count=49 49 71 81 51 46 82 86 118 58 65 46 46 69 86 65 48 288 2083 73 47 75 61
internal_value=0 0.000338941 -3.37977e-05 -1.64204e-05 -0.000154754 3.66311e-06 -9.52091e-05 0.000122198 4.74164e-05 0 0.000130457 0.000387738 -4.00742e-05 4.12441e-06 -2.24093e-06 0.000110463 3.06815e-05 -2.64088e-05 -3.64691e-05 0.000415934 -0.000160519 -0.000301974
internal_weight=0 540 3203 3154 413 367 286 204 469 411 226 92 134 2741 2690 469 374 2221 2156 95 185 110
internal_count=3743 540 3203 3154 413 367 286 204 469 411 226 92 134 2741 2690 469 374 2221 2156 95 185 110
is_linear=0
shrinkage=0.0995203


Tree=8522
num_leaves=24
num_cat=0
split_feature=2 2 1 2 2 1 26 6 26 2 9 19 20 10 9 3 3 3 3 3 4 9 27
split_gain=0.00544925 0.0146607 0.0296053 0.00275664 0.00865561 0.00630451 0.00151318 0.00116974 0.00112435 0.00277953 0.00137983 0.000998255 0.000789419 0.000707757 0.00220196 0.000684522 0.00105583 0.00091724 0.00124068 0.000916354 0.000667147 0.000290123 0.000136303
threshold=-0.10018999999999999 -0.13535499999999998 -0.088694999999999982 -0.083974999999999994 -0.084674999999999986 -0.095674999999999996 0.088115000000000013 0.087975000000000012 0.084735000000000019 -0.086554999999999993 0.088365000000000013 0.13571500000000003 -0.24910499999999999 0.09056500000000002 0.095950000000000021 0.087445000000000023 0.086895000000000014 0.08802500000000002 0.088605000000000017 0.086285000000000014 0.10353000000000002 0.08073000000000001 0.078330000000000025
decision_type=2 2 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 4 5 -2 8 -8 10 -10 -7 12 -5 14 20 16 19 -17 -19 -14 21 -1 -23
right_child=3 2 -4 11 -6 6 7 -9 9 -11 -12 -13 15 -15 -16 17 -18 18 -20 -21 -22 22 -24
leaf_value=0.00016618136127234499 -0.00092607816569407878 0.0032670261677029289 6.4789967901879528e-05 0.0004153689190870589 -0.001160954129322433 0.00023963140842733963 0 0.00062878446635547232 0.00012242529788008074 -0.00063288244894462711 -0.0002553779467102151 0.00039037205777120269 0.00011287405381847235 0.00028609111918513841 -0.0006812361697608511 -0.00033867639049171621 0.00053502719198492957 0.00041390494630097322 -2.5390538000047357e-05 -0.00027179583518915836 0.00037192435900402978 -0.00021483810245382604 0
leaf_weight=46 76 46 77 47 82 183 54 67 101 90 79 71 419 66 49 88 51 66 1747 71 51 69 47
leaf_count=46 76 46 77 47 82 183 54 67 101 90 79 71 419 66 49 88 51 66 1747 71 51 69 47
internal_value=0 0.000342427 0.00126903 -2.63409e-05 -0.000196763 -7.38668e-05 3.75435e-05 0.000350965 -4.43668e-05 -0.000229193 8.72483e-05 2.20693e-05 1.12344e-05 -2.55343e-06 -7.839e-05 3.12098e-06 0.000102187 -2.46413e-05 -8.94699e-06 5.54655e-05 5.64497e-05 -3.78132e-05 -0.000125765
internal_weight=0 451 123 3292 732 650 574 121 453 191 262 2560 2489 328 262 2442 541 1901 1813 490 213 162 116
internal_count=3743 451 123 3292 732 650 574 121 453 191 262 2560 2489 328 262 2442 541 1901 1813 490 213 162 116
is_linear=0
shrinkage=0.0995203


Tree=8523
num_leaves=26
num_cat=0
split_feature=2 18 18 2 2 17 17 9 9 6 9 4 9 20 18 0 6 2 6 17 8 9 4 17 4
split_gain=0.00442829 0.0147182 0.037916 0.00223532 0.00701818 0.00343058 0.00948351 0.00126393 0.00247194 0.00237017 0.00160448 0.000734876 0.00120685 0.000604064 0.00067046 0.00189674 0.00514972 0.000857988 0.00084065 0.00064327 0.000757484 0.00290233 0.000942914 0.000518295 0.000291512
threshold=-0.10018999999999999 -0.088855000000000003 -0.117225 -0.083974999999999994 -0.084674999999999986 -0.16207999999999997 -0.45712999999999998 0.08401500000000002 0.084435000000000024 -0.0093650000000000001 0.083715000000000026 0.10801000000000002 0.098465000000000011 -0.24910499999999999 0.11835500000000003 -0.070134999999999989 0.092120000000000021 -0.047824999999999999 -0.074569999999999984 -0.54604999999999992 0.0012600000000000003 0.11296000000000002 0.14699000000000004 -0.45791500000000002 0.079225000000000018
decision_type=2 2 2 2 2 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 -2 10 -9 -10 -7 12 23 -5 19 16 18 -17 -16 -15 22 -22 -21 -3 -25
right_child=3 11 -4 13 -6 7 -8 8 9 -11 -12 -13 -14 14 15 17 -18 -19 -20 20 21 -23 -24 24 -26
leaf_value=-3.8426011641502122e-05 0.00012137363483833212 -0.00037722992465853347 0.003499349630174794 0.00037403133971177914 -0.0010454157661267697 9.5173342959330482e-05 -0.0016018908358215334 0.00083568658673413424 -0.0003400076665322044 0.00024368796636270324 -0.00053624464294048119 -0.00032369330300788024 0.00042744279654923352 -0.00028836256978473547 -0.00020318694710413858 0.0005141551062389254 -0.0012027778096673799 -3.8993508671434236e-05 0.00033619950955945244 6.802288674018274e-05 0.00013986334249786554 -0.00081149006235314305 -0.00034402892201397176 0.0001270830029966214 -0.00016500036653577902
leaf_weight=85 84 47 46 47 82 87 50 46 102 210 71 76 58 60 73 46 49 64 47 1979 91 48 56 81 58
leaf_count=85 84 47 46 47 82 87 50 46 102 210 71 76 58 60 73 46 49 64 47 1979 91 48 56 81 58
internal_value=0 0.000308762 0.0011976 -2.36597e-05 -0.000177135 -6.63384e-05 -0.000515527 4.87248e-05 0.000153451 5.02406e-05 -0.000183384 -5.25473e-05 2.85531e-05 1.99048e-05 1.29559e-05 -0.000131942 -0.000343002 0.000184881 1.25092e-06 3.14184e-05 4.06205e-05 -0.000182772 5.62816e-05 -9.14308e-05 0
internal_weight=0 451 131 3292 732 650 134 516 358 312 158 320 244 2560 2513 279 169 110 120 2234 2174 139 2035 186 139
internal_count=3743 451 131 3292 732 650 134 516 358 312 158 320 244 2560 2513 279 169 110 120 2234 2174 139 2035 186 139
is_linear=0
shrinkage=0.0995203


Tree=8524
num_leaves=16
num_cat=0
split_feature=26 27 19 18 0 17 0 18 8 8 0 3 3 3 8
split_gain=0.00424834 0.0107894 0.000838284 0.000755407 0.000640282 0.000963393 0.000629353 0.00248848 0.0020919 0.00106905 0.00174559 0.000758504 0.00127843 0.000975785 0.000482725
threshold=-0.126245 0.083925000000000013 0.13980000000000004 -0.097709999999999991 0.12433000000000002 -0.16408999999999999 0.019150000000000004 -0.11166 -0.07743499999999999 0.062560000000000018 -0.066264999999999991 0.086015000000000022 0.084550000000000028 0.086775000000000033 0.0073150000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 -6 9 -8 -9 11 -11 12 -2 -13 -5
right_child=2 -3 -4 14 5 -7 7 8 -10 10 -12 13 -14 -15 -16
leaf_value=0.00020750438484539181 -1.6769303607212675e-05 -0.0015588542931340445 0.00043457322272126212 -0.00040157750883990594 0.00059447590643331211 0 0.00036492689818138816 0 -0.00076395911845256821 -1.198882521634955e-06 0.00076184211336654476 -0.00030147144854976703 0.00026319511775265678 -9.4378818481070015e-06 0
leaf_weight=74 392 61 47 58 46 71 59 65 74 70 49 120 269 2201 63
leaf_count=74 392 61 47 58 46 71 59 65 74 70 49 120 269 2201 63
internal_value=0 -0.000403344 1.66914e-05 -3.76784e-05 1.07022e-05 0.000239565 2.33734e-06 -0.000169382 -0.000402064 1.35656e-05 0.000306115 1.61659e-06 9.59263e-05 -2.48893e-05 -0.00019439
internal_weight=0 256 3463 195 3416 117 3299 198 139 3101 119 2982 661 2321 121
internal_count=3719 256 3463 195 3416 117 3299 198 139 3101 119 2982 661 2321 121
is_linear=0
shrinkage=0.0995203


Tree=8525
num_leaves=21
num_cat=0
split_feature=26 1 2 26 3 9 26 26 0 0 0 0 0 6 26 29 26 18 18 2
split_gain=0.0034469 0.0116568 0.00118301 0.00442907 0.00234677 0.000775935 0.00096832 0.000929909 0.00161029 0.00251085 0.000806638 0.0010303 0.000916384 0.000719103 0.000717043 0.00115769 0.000897814 0.000697358 0.00250713 0.000997257
threshold=-0.126245 -0.08616 -0.043929999999999997 -0.23202999999999999 0.10038500000000002 0.11479000000000002 0.10219500000000002 0.11991000000000003 -0.066264999999999991 -0.079954999999999984 -0.086109999999999992 -0.086589999999999986 -0.085605000000000001 0.10538000000000002 -0.01278 -0.027195 -1.0000000180025095e-35 -0.046804999999999992 -0.064960000000000004 -0.077544999999999989
decision_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 7 -7 10 9 -9 11 14 -12 -8 15 -2 -16 18 -14 -19
right_child=5 2 -4 4 -6 6 13 8 -10 -11 12 -13 17 -15 16 -17 -18 19 -20 -21
leaf_value=-0.0017798599639489146 -4.7070772846493523e-05 -0.00089374439813385317 0.00036026665468917205 -0.00025296035173969877 0.00070422722997384073 0.00060185793619719737 0.00026815592966816072 -6.071176227352598e-05 0.00020207302253922343 -0.00099403655519763028 0.00041653876379909151 -0.00046592189277039754 3.0502319124592902e-05 -0.00020417775155640272 -0.0004674031098794388 0.00048760673117451993 -3.3090488958344486e-05 0.00017958684294766702 -0.00059229853075574491 -2.8852193678045326e-05
leaf_weight=47 94 56 53 51 49 48 77 78 60 47 69 55 736 53 50 67 997 609 70 353
leaf_count=47 94 56 53 51 49 48 77 78 60 47 69 55 736 53 50 67 997 609 70 353
internal_value=0 -0.000363293 -4.08171e-05 -0.00018233 0.000207875 1.50449e-05 0.000217504 3.82528e-06 -0.000212599 -0.000418191 1.7005e-05 -4.38475e-05 5.92888e-05 6.9292e-05 -2.39528e-05 0.00017035 -5.46132e-05 4.48833e-05 -2.25715e-05 0.00010225
internal_weight=0 256 209 156 100 3463 178 3285 185 125 3100 1263 1837 130 1208 161 1047 1768 806 962
internal_count=3719 256 209 156 100 3463 178 3285 185 125 3100 1263 1837 130 1208 161 1047 1768 806 962
is_linear=0
shrinkage=0.0995203


Tree=8526
num_leaves=22
num_cat=0
split_feature=26 26 0 26 19 0 0 0 0 2 9 0 0 10 9 26 3 29 3 6 26
split_gain=0.00279398 0.0105631 0.00120251 0.00101976 0.000671667 0.000646355 0.00100602 0.000894799 0.00109809 0.00105346 0.0028368 0.00150066 0.000825891 0.000808374 0.000838923 0.000682598 0.000757001 0.00164734 0.000748873 0.00115157 0.000895793
threshold=-0.126245 -0.14859999999999998 -0.068604999999999985 -0.2382 0.13571500000000003 -0.085754999999999984 -0.086414999999999992 -0.083039999999999989 -0.082404999999999992 -0.086609999999999993 0.084795000000000023 -0.084894999999999984 -0.084084999999999993 0.086275000000000018 0.09227500000000001 -0.01278 0.10377500000000002 -0.027195 0.086015000000000022 0.087975000000000012 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
left_child=1 2 3 -1 5 6 15 9 -9 11 -11 -7 -12 14 -10 16 17 -2 19 -17 -20
right_child=4 -3 -4 -5 -6 7 -8 8 13 10 12 -13 -14 -15 -16 18 -18 -19 20 -21 -22
leaf_value=-0.00012452745542547954 -4.1541175175509937e-06 -0.0016754369839776728 -0.00034926772548098589 0.00041419489916135328 0.00031033540052465876 -0.0004683045053684879 -0.00039499756620617842 -0.00037741020652331002 7.7892523956439263e-05 0.0010126357221602507 0.0003503825797527032 0.0003112338642847461 -6.5868146233982673e-05 0.0003522199202157535 -7.1952199984191741e-05 0 -8.3919283038037812e-05 0.00076682634730468259 -0.00018473274132144502 0.00053318242900241973 3.0554117560050317e-05
leaf_weight=65 61 47 73 71 74 49 77 68 877 46 89 48 95 74 637 293 73 47 513 46 296
leaf_count=65 61 47 73 71 74 49 77 68 877 46 89 48 95 74 637 293 73 47 513 46 296
internal_value=0 -0.000327138 -2.00143e-05 0.000150698 1.34771e-05 6.75349e-06 -4.45751e-05 4.35596e-05 1.33212e-05 0.00019419 0.000310904 -7.41142e-05 0.000131022 3.05683e-05 1.43062e-05 -2.36562e-05 0.000154829 0.000323785 -5.25103e-05 7.02206e-05 -0.000104951
internal_weight=0 256 209 136 3463 3389 1406 1983 1656 327 230 97 184 1588 1514 1329 181 108 1148 339 809
internal_count=3719 256 209 136 3463 3389 1406 1983 1656 327 230 97 184 1588 1514 1329 181 108 1148 339 809
is_linear=0
shrinkage=0.0995203


Tree=8527
num_leaves=19
num_cat=0
split_feature=26 0 3 9 3 26 0 0 20 20 20 20 8 20 26 18 0 26
split_gain=0.00227008 0.0088831 0.000756651 0.000653829 0.00079546 0.000761586 0.00129308 0.00199183 0.000690001 0.00144162 0.00109001 0.000957031 0.0014432 0.00159633 0.00114415 0.000812371 0.000570642 0.000483211
threshold=-0.126245 -0.068604999999999985 0.096775000000000014 0.11479000000000002 0.12870500000000004 0.11991000000000003 -0.066264999999999991 -0.079954999999999984 -0.011915 -0.0088249999999999978 -0.0064400000000000004 -0.24910499999999999 -0.014194999999999999 -0.071149999999999991 -0.01278 -0.17307499999999998 -0.088484999999999994 0.11724000000000002
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 5 17 8 7 -7 11 -10 -11 -2 14 -14 -13 -12 -1 -5
right_child=3 -3 -4 4 -6 6 -8 -9 9 10 15 12 13 -15 -16 -17 -18 -19
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leaf_weight=47 59 81 82 60 47 78 60 47 59 46 52 82 180 70 704 1848 46 71
leaf_count=47 59 81 82 60 47 78 60 47 59 46 52 82 180 70 704 1848 46 71
internal_value=0 -0.000294899 9.96402e-05 1.21151e-05 0.00019793 1.79736e-06 -0.000194067 -0.000378479 1.37501e-05 4.86545e-05 3.35116e-05 -4.9414e-05 -7.2269e-05 -0.000280609 -4.9617e-06 4.5492e-05 -8.78199e-05 6.47794e-05
internal_weight=0 256 175 3463 178 3285 185 125 3100 2005 1946 1095 1036 250 786 1900 93 131
internal_count=3719 256 175 3463 178 3285 185 125 3100 2005 1946 1095 1036 250 786 1900 93 131
is_linear=0
shrinkage=0.0995203


Tree=8528
num_leaves=23
num_cat=0
split_feature=2 2 18 2 2 18 2 2 12 26 18 2 9 2 9 18 6 19 26 11 5 3
split_gain=0.00407288 0.0100474 0.0155262 0.00407829 0.00696362 0.00143168 0.000788739 0.000779699 0.000751748 0.000726712 0.00111745 0.00171944 0.00272526 0.00148354 0.00330201 0.00113376 0.000994193 0.000680783 0.000651992 0.00126755 0.000355138 0.000675501
threshold=-0.098809999999999995 -0.122295 -0.088855000000000003 -0.083769999999999997 -0.08453999999999999 -0.098315 -0.24151999999999998 -0.08342999999999999 -0.086019999999999999 0.091195000000000012 -0.023444999999999997 -0.086414999999999992 0.084675000000000014 -0.086934999999999998 0.084155000000000021 -0.088385000000000005 0.085760000000000017 -0.10411999999999999 -0.23202999999999999 -0.23667999999999997 -0.43873000000000001 0.090360000000000024
decision_type=2 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 9 -1 -7 -5 -9 10 11 15 -13 16 -15 -2 -12 -10 -19 -20 -8 -22
right_child=3 2 -4 7 -6 6 20 8 17 -11 13 12 -14 14 -16 -17 -18 18 19 -21 21 -23
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leaf_weight=71 144 46 66 48 91 53 75 55 49 59 66 46 57 53 87 83 57 50 50 2272 85 71
leaf_count=71 144 46 66 48 91 53 75 55 49 59 66 46 57 53 87 83 57 50 50 2272 85 71
internal_value=0 -0.000260039 -0.00108188 5.40748e-05 0.00025904 0 -0.000100683 -5.93726e-06 1.43493e-06 0.000143766 0.000108834 0.000231183 0.000569652 -4.1571e-05 -0.000265701 7.39982e-05 0.000206881 1.00294e-05 2.09709e-06 1.00965e-05 -1.75369e-05 -0.000106256
internal_weight=0 467 112 3267 743 355 284 2524 2476 652 593 330 103 263 140 227 123 2421 2372 2322 231 156
internal_count=3734 467 112 3267 743 355 284 2524 2476 652 593 330 103 263 140 227 123 2421 2372 2322 231 156
is_linear=0
shrinkage=0.0995203


Tree=8529
num_leaves=32
num_cat=0
split_feature=8 18 3 3 17 1 20 26 17 8 21 3 3 3 8 1 9 20 9 38 3 21 2 5 5 1 26 18 18 0 9
split_gain=0.00433846 0.0167228 0.00268127 0.00487872 0.011319 0.00186927 0.00162544 0.00121132 0.00106213 0.0013823 0.00107997 0.00103397 0.00281618 0.000980093 0.00185614 0.000935391 0.00149345 0.00117771 0.000965115 0.000926689 0.000875842 0.00100769 0.000844935 0.000666658 0.000801919 0.000738853 0.00107653 0.0006139 0.000354986 0.000323776 0.000271614
threshold=-0.096609999999999988 -0.09404499999999999 0.086015000000000022 0.085355000000000028 -0.015100000000000001 -0.17548999999999998 -0.083330000000000001 0.089005000000000015 -0.467555 -0.07034 0.091325000000000031 0.10457000000000002 0.11061500000000002 0.086850000000000024 -0.084129999999999996 -0.0101 0.083995000000000028 -0.15314999999999998 0.089105000000000018 -0.077195 0.087515000000000023 0.10237500000000002 -0.086304999999999993 -0.084089999999999984 -0.14289499999999997 0.18123500000000006 0.056820000000000016 0.087065000000000017 0.15374500000000005 -0.084534999999999985 0.087295000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 15 19 9 10 -8 -11 -13 14 -10 17 -17 -4 -18 -7 -15 -22 -21 24 25 -3 -27 29 -29 -25 -19
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leaf_weight=47 48 68 64 65 53 66 62 48 57 55 46 51 65 80 52 64 74 65 80 185 1316 303 230 49 61 87 81 46 46 53 67
leaf_count=47 48 68 64 65 53 66 62 48 57 55 46 51 65 80 52 64 74 65 80 185 1316 303 230 49 61 87 81 46 46 53 67
internal_value=0 -0.000248054 5.73414e-05 0.000230309 0.000814463 0.000109427 8.94827e-06 5.37919e-05 -2.64416e-05 -0.000207191 -0.000486404 -2.60594e-05 -0.000198971 9.97867e-07 -0.000287807 0.000189328 0.000331535 2.69826e-05 0.000156821 0.000102735 2.00081e-05 3.61303e-06 0.000159013 -7.46571e-05 -0.000169166 -8.18443e-05 -0.000196291 6.58091e-05 0.000254725 -9.65598e-05 -0.000138359
internal_weight=0 538 3196 695 118 577 2501 529 2087 279 108 171 116 1808 109 414 218 196 154 481 1699 1619 415 491 297 236 168 194 92 102 132
internal_count=3734 538 3196 695 118 577 2501 529 2087 279 108 171 116 1808 109 414 218 196 154 481 1699 1619 415 491 297 236 168 194 92 102 132
is_linear=0
shrinkage=0.0995203


Tree=8530
num_leaves=25
num_cat=0
split_feature=8 18 3 3 26 19 3 17 5 9 27 4 17 17 9 5 5 5 4 17 18 5 18 17
split_gain=0.00351059 0.013564 0.00241356 0.0123482 0.00141623 0.00131969 0.00111539 0.00145792 0.00111034 0.00185138 0.00136001 0.00115915 0.000650308 0.00151455 0.00146957 0.000584093 0.000542349 0.000650337 0.000587945 0.000594769 0.000499168 0.000365025 0.000284065 0.000250444
threshold=-0.096609999999999988 -0.09404499999999999 0.085505000000000012 0.085195000000000007 0.089005000000000015 0.14071500000000006 0.084855000000000028 0.10932500000000002 -0.49053999999999998 0.08846500000000003 0.10530500000000002 0.10724500000000002 0.26430000000000003 0.11180000000000002 0.08938500000000002 -0.0087549999999999989 -0.084089999999999984 -0.14289499999999997 0.14154500000000006 0.048755000000000014 0.087065000000000017 -0.50992999999999988 0.15374500000000005 -0.012064999999999999
decision_type=2 2 2 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 8 7 15 9 11 12 -4 13 -10 -14 -2 17 18 19 21 23 -3 -22 -18
right_child=2 16 5 -5 -6 -7 -8 -9 10 -11 -12 -13 14 -15 -16 -17 20 -19 -20 -21 22 -23 -24 -25
leaf_value=-0.0018388528418415713 0.00011234584439333144 4.9523252293711144e-05 0.00030322125996747951 0.0017136649233456568 -0.00041388517004748891 0.0005379546880478188 0.00059775787910023486 0.00056868521459805946 -2.3719424791154889e-06 0.00078605495926303164 -0.00052099785109453137 -0.00031155461845936301 -0.00050470561499501947 0.00044455583662549801 -8.5209729225108693e-06 -0.0001411368015935392 4.2888153804220004e-05 -0.00044445808409833399 -0.00038010024268320147 0.00021482868692043134 0.00040737172662645894 -0.00030693122400738879 3.5351998070993109e-05 -0.00026103919265579346
leaf_weight=47 261 47 72 51 49 46 49 56 1935 46 52 52 81 78 232 136 56 61 49 79 46 61 46 46
leaf_count=47 261 47 72 51 49 46 49 56 1935 46 52 52 81 78 232 136 56 61 49 79 46 61 46 46
internal_value=0 -0.000223065 5.16433e-05 0.000231228 9.25296e-05 9.65075e-06 0.000143591 9.2658e-05 0 0.000245821 -1.74523e-05 3.88102e-05 -5.84308e-06 1.4539e-05 -0.000139542 2.34484e-05 -6.67294e-05 -0.000152056 -7.30087e-05 3.08156e-06 5.96797e-05 -0.000144228 0.00023026 -8.61514e-05
internal_weight=0 538 3196 602 551 2594 502 453 2548 170 2378 124 2326 2013 313 397 491 297 236 187 194 108 92 102
internal_count=3734 538 3196 602 551 2594 502 453 2548 170 2378 124 2326 2013 313 397 491 297 236 187 194 108 92 102
is_linear=0
shrinkage=0.0995203


Tree=8531
num_leaves=24
num_cat=0
split_feature=1 1 2 6 18 18 2 3 9 20 3 3 3 3 8 17 1 7 6 20 2 9 2
split_gain=0.00285567 0.0132834 0.00519249 0.0135059 0.00183462 0.00123095 0.00104143 0.00138396 0.00122972 0.0010335 0.00112457 0.00166628 0.00147131 0.00119376 0.00099331 0.000981423 0.000837797 0.000716311 0.000613986 0.00140737 0.000744837 0.000394456 0.000378965
threshold=-0.082849999999999993 -0.084204999999999988 -0.11700999999999999 -0.015744999999999999 -0.18513499999999999 -0.13579499999999997 -0.096664999999999987 0.10669500000000003 0.08679000000000002 -0.083330000000000001 0.08708500000000001 0.087975000000000012 0.089605000000000018 0.10850000000000003 0.085560000000000011 0.0021900000000000005 -0.085844999999999991 -0.10984999999999999 -0.03764 -0.034144999999999995 -0.083344999999999989 0.083835000000000021 -0.15197999999999998
decision_type=2 2 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 22 -1 -6 7 8 -7 10 -4 -12 -13 -14 17 16 -8 -11 20 -20 -19 -17 -2
right_child=2 -3 9 -5 5 6 15 -9 -10 14 11 12 13 -15 -16 21 -18 18 19 -21 -22 -23 -24
leaf_value=0.00067958618760317489 -0.00016360700917055122 0.0016437112494463175 -0.00020868193150063924 -0.0020099212687914795 -0.00040024889126800972 2.0371907459950738e-05 0.00013971066063607317 0.00029538780945216722 -0.00051210206652308951 -0.00041161644233631261 0.00074735202983746709 -0.00038388114270026288 0.00036850184311131153 -3.2767705179440232e-05 0.0003153546310223405 5.6240035595131176e-05 0.00052429619035999214 -0.00025408823651099609 -0.00052037697761113378 -6.4363700923820606e-05 3.4786827750457982e-05 -0.0002983481487936877 0.00021192122361199774
leaf_weight=46 55 56 81 47 60 76 444 58 91 54 48 49 174 121 75 56 67 97 74 815 977 62 51
leaf_count=46 55 56 81 47 60 76 444 58 91 54 48 49 174 121 75 56 67 97 74 815 977 62 51
internal_value=0 0.00015319 -4.231e-05 -0.0006056 6.53896e-05 3.35825e-05 6.5021e-05 -0.000116815 -0.000264877 -8.39111e-06 0.000124052 0.000194894 0.000115427 0.000201138 -3.87278e-05 0.000131367 0.000191738 -5.22998e-05 -4.19984e-05 -0.000103243 7.93439e-06 -0.000123132 9.3488e-06
internal_weight=0 1016 2718 153 960 914 854 225 167 2565 473 392 344 295 2092 629 511 2017 1963 889 1074 118 106
internal_count=3734 1016 2718 153 960 914 854 225 167 2565 473 392 344 295 2092 629 511 2017 1963 889 1074 118 106
is_linear=0
shrinkage=0.0995203


Tree=8532
num_leaves=24
num_cat=0
split_feature=19 2 2 2 2 2 20 9 8 9 27 9 24 8 29 21 8 9 9 10 8 8 8
split_gain=0.0157912 0.00143513 0.010088 0.00161125 0.00225106 0.00922092 0.00320475 0.00105652 0.00282013 0.00202332 0.000697366 0.00083734 0.00303974 0.00274903 0.00101908 0.000589298 0.000537445 0.00045452 0.00196129 0.00100571 0.000364215 0.000354216 0.000454946
threshold=0.14071500000000006 -0.080695000000000003 -0.080974999999999991 -0.083769999999999997 -0.086849999999999997 -0.086304999999999993 -0.0071449999999999994 0.089605000000000018 -0.079854999999999995 0.092225000000000015 0.10274500000000002 0.11296000000000002 -1.0000000180025095e-35 0.025720000000000003 0.11485000000000002 -0.042694999999999997 -0.073029999999999984 0.095415000000000014 0.098720000000000016 0.086030000000000023 -0.093795000000000003 -0.067434999999999981 -0.051259999999999993
decision_type=2 2 2 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 17 -6 -7 8 20 -9 11 12 -3 21 15 -14 -12 19 -19 -1 -5 -13 -23
right_child=-2 10 -4 7 5 6 -8 9 -10 -11 16 13 14 -15 -16 -17 -18 18 -20 -21 -22 22 -24
leaf_value=2.9396395161691087e-05 0.0018792149095752237 0.00074103366593859983 0.001488109352256535 -0.00031458721233138849 0.0013616853893451239 -0.00031114939053980648 0.00034691941270282076 0.00058810676363137604 -0.00088462650972362497 -0.00020578109533972311 1.3107481706177974e-05 -0.00023242681323069883 0.00019496260958473295 -0.00088874920452294056 -0.00049428669165128163 -3.580437008623596e-05 0.00047880662478702146 0.00060364355147561187 -3.6290916010058346e-05 -0.00044014680381322939 -1.2701368376841363e-05 0.00032052574730199058 -0.00010893736346957959
leaf_weight=571 47 52 51 48 70 118 191 59 48 67 58 47 118 47 46 1437 48 68 150 49 266 48 46
leaf_count=571 47 52 51 48 70 118 191 59 48 67 58 47 118 47 46 1437 48 68 150 49 266 48 46
internal_value=0 4.28533e-05 0.000108151 6.63933e-05 0.000127926 0.000329456 9.29688e-05 -8.53835e-05 -0.000172868 0.000159463 -1.5618e-05 -3.03034e-05 -7.15674e-06 -0.000229467 -3.19691e-05 -1.77663e-05 0.000231713 3.58039e-05 0.000159567 -6.39233e-06 -6.14567e-05 -3.90031e-06 0.000101654
internal_weight=0 3703 1756 1705 1217 379 309 488 362 126 1947 1841 1653 188 1601 1555 106 838 218 620 314 141 94
internal_count=3750 3703 1756 1705 1217 379 309 488 362 126 1947 1841 1653 188 1601 1555 106 838 218 620 314 141 94
is_linear=0
shrinkage=0.0995203


Tree=8533
num_leaves=22
num_cat=0
split_feature=19 17 17 1 1 17 8 18 26 9 26 29 1 26 8 8 8 5 9 9 26
split_gain=0.0128042 0.0012566 0.00752805 0.00268368 0.00737538 0.00206377 0.00154895 0.000756631 0.00135965 0.000923827 0.000774543 0.000709122 0.00060395 0.00102671 0.000888997 0.00196062 0.00164243 0.00119819 0.000761414 0.00222886 0.000692873
threshold=0.14071500000000006 0.0031350000000000006 0.006145000000000002 -0.078954999999999984 -0.081394999999999981 0.10932500000000002 -0.085289999999999991 0.11835500000000003 0.11880500000000002 0.09697500000000002 0.10353500000000003 0.11973500000000002 -0.080954999999999985 0.11215000000000001 -0.049499999999999995 -0.062834999999999988 -0.014854999999999998 0.5134350000000002 0.095415000000000014 0.089255000000000015 -0.13924499999999998
decision_type=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 5 -4 -7 8 10 -9 -5 12 13 18 15 17 -16 -14 19 -1 -18
right_child=-2 2 3 7 -6 6 -8 9 -10 -11 -12 -13 14 -15 16 -17 20 -19 -20 -21 -22
leaf_value=8.3379637470055491e-05 0.0016921951015957187 0.0012536264490769649 -0.00030373432268460961 1.2628078674143741e-05 0.0014351833494756555 0.000755374643862144 -4.7421517565026311e-06 0 0.00050152019666674179 -0.00051815805321084579 -0.00040759059979450746 -0.00038142792312679911 -7.8235953440519392e-05 0.0004651337576607538 0.00047570834902552163 -0.00071347033415217025 0.00022516582757593865 0.00044002148998777807 0.00032360520233483267 -0.00038192792188502693 -5.6606053865762782e-05
leaf_weight=674 47 56 81 543 50 51 51 74 54 62 47 47 941 62 84 47 109 46 87 120 417
leaf_count=674 47 56 81 543 50 51 51 74 54 62 47 47 941 62 84 47 109 46 87 120 417
internal_value=0 3.85446e-05 0.000129555 6.66071e-05 0.000363178 6.58062e-05 0.000367291 -2.09343e-05 2.2954e-05 -0.000234778 -1.94595e-05 1.2973e-06 8.567e-06 7.22981e-05 -2.74913e-05 -8.40543e-05 6.70457e-05 -5.32527e-05 4.37232e-05 1.2025e-05 2.27628e-07
internal_weight=0 3703 1069 1013 233 183 102 780 644 136 590 2634 2587 943 1644 1034 610 987 881 794 526
internal_count=3750 3703 1069 1013 233 183 102 780 644 136 590 2634 2587 943 1644 1034 610 987 881 794 526
is_linear=0
shrinkage=0.0995203


Tree=8534
num_leaves=20
num_cat=0
split_feature=17 26 2 2 2 5 5 17 1 1 6 2 0 26 2 2 21 6 5
split_gain=0.00453073 0.0124845 0.00124368 0.00603292 0.00173373 0.00139034 0.0134028 0.00150964 0.0014833 0.00196566 0.00134984 0.00128252 0.0018899 0.00273595 0.00112356 0.000810935 0.000815644 0.000858699 0.00145173
threshold=0.51544000000000012 0.089545000000000027 -0.080484999999999987 -0.080914999999999987 -0.082234999999999989 -0.017704999999999995 -0.021739999999999999 -0.040099999999999997 -0.021369999999999997 -0.083284999999999984 -0.070010000000000003 -0.081864999999999993 -0.080434999999999993 0.08709500000000002 -0.080069999999999988 -0.079555000000000001 -0.079279999999999989 0.18123500000000006 0.51797000000000015
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 7 -1 9 -7 -10 -6 13 -13 -4 -16 -17 18 -18
right_child=1 -3 14 -5 11 8 -8 -9 10 -11 -12 12 -14 -15 15 16 17 -19 -20
leaf_value=0.00040468278387292638 -0.00013806559598361829 0.0019032367143560869 -0.00046286539254136966 0.00094348961544138768 -0.00054347315101851512 1.1920148988249502e-05 0.0016509814913713266 -4.7957064125604019e-05 0.0001166567506178582 0.00043225846966595081 -0.00036737901812856292 -0.00020992020825520225 -0.00057400758316733069 0.00076378432265829265 0.00034343536095626049 0.00029954668697561862 -3.3244143527297444e-05 0.00036271860974428278 -0.00058496096776882518
leaf_weight=91 76 48 56 79 73 569 58 360 87 138 155 71 47 47 62 74 1559 51 49
leaf_count=91 76 48 56 79 73 569 58 360 87 138 155 71 47 47 62 74 1559 51 49
internal_value=0 0.000645515 3.31498e-05 9.27629e-05 5.26532e-05 9.36869e-05 0.000226559 4.15587e-05 2.15577e-05 9.51243e-05 -0.000189983 -0.000195282 -3.62717e-05 0.000170974 -2.35734e-05 -9.41245e-06 -2.25084e-05 -3.73671e-05 -5.05655e-05
internal_weight=0 124 3626 1775 1696 1458 509 451 949 707 242 238 165 118 1851 1795 1733 1659 1608
internal_count=3750 124 3626 1775 1696 1458 509 451 949 707 242 238 165 118 1851 1795 1733 1659 1608
is_linear=0
shrinkage=0.0995203


Tree=8535
num_leaves=23
num_cat=0
split_feature=19 0 0 0 0 5 18 0 3 30 10 26 0 17 17 0 5 5 0 0 21 3
split_gain=0.0102939 0.000915262 0.00187966 0.00187675 0.0164121 0.0300919 0.00134442 0.00193956 0.00200042 0.00119839 0.000990346 0.000873911 0.000822004 0.00182203 0.00203954 0.000928754 0.000941689 0.000725162 0.000702662 0.000371832 0.000780497 0.000552709
threshold=0.14071500000000006 -0.068604999999999985 -0.066264999999999991 -0.084369999999999987 -0.083514999999999992 -0.016815 0.11835500000000003 -0.071799999999999989 0.10134000000000003 0.10721500000000002 0.086275000000000018 0.11880500000000002 -0.085605000000000001 -0.068169999999999994 -0.000475 -0.086474999999999996 -0.025879999999999997 0.51775000000000015 -0.062714999999999993 -0.15137999999999999 0.087785000000000016 0.091975000000000015
decision_type=2 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 5 -5 7 11 -9 10 17 -6 15 -14 -15 19 -17 18 -4 20 -1 -21
right_child=-2 2 9 4 6 -7 -8 8 -10 -11 -12 -13 13 14 -16 16 -18 -19 -20 21 -22 -23
leaf_value=0.00018611552634792593 0.0015122204442221717 -0.00057981421060222587 -0.00035846391064455775 0.0032495457178810323 -7.893015694509481e-06 -0.00014624910842806198 -0.00034763782118682989 0.0009673290519380145 6.0598302998903777e-05 0.00043338207229355071 0.00027367640222296889 0.0003917541031084575 -0.00071442378022176442 0.00043894068297525949 -0.00042992105682146913 -2.7595617444586876e-05 0.00052383572548689414 -0.00039345469519006031 -1.347608711402217e-05 -9.375998494085424e-05 -0.00014144316331656114 4.8396108569041638e-05
leaf_weight=231 47 64 67 46 782 58 83 46 55 54 81 58 51 54 53 51 68 72 510 671 102 446
leaf_count=231 47 64 67 46 782 58 83 46 55 54 81 58 51 54 53 51 68 72 510 671 102 446
internal_value=0 2.9501e-05 -6.08195e-05 5.6615e-05 0.000156491 0.00134787 3.46929e-05 6.9286e-05 0.00048167 -1.74084e-05 -5.1876e-05 1.87271e-05 -8.14591e-06 -0.000224802 9.19205e-07 1.31498e-05 0.000280629 -9.37687e-05 -5.49541e-05 -8.23736e-06 8.33239e-05 -3.62665e-05
internal_weight=0 3703 848 2855 1128 104 1024 941 101 784 730 840 1727 158 107 1569 119 649 577 1450 333 1117
internal_count=3750 3703 848 2855 1128 104 1024 941 101 784 730 840 1727 158 107 1569 119 649 577 1450 333 1117
is_linear=0
shrinkage=0.0995203


Tree=8536
num_leaves=18
num_cat=0
split_feature=18 18 0 0 17 8 18 19 5 19 29 17 9 18 18 2 9
split_gain=0.000931911 0.00160436 0.000704664 0.00091926 0.000922595 0.00158489 0.000603942 0.000608864 0.000623061 0.000687391 0.000537794 0.000626841 0.0012787 0.00136248 0.000367434 0.000607276 0.000343614
threshold=-0.12363 -0.14624999999999996 -0.081284999999999982 -0.071029999999999996 -0.42168999999999995 -0.070649999999999991 -0.10726999999999999 0.11854500000000003 -0.093875 0.13251500000000005 0.097705000000000028 -0.15122999999999998 0.095585000000000017 -0.015979999999999998 0.12665000000000004 -0.074304999999999996 0.11408000000000003
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 -5 -2 10 -9 -10 11 12 13 -8 16 -16 -13
right_child=6 -3 3 4 -6 -7 7 8 9 -11 -12 14 -14 -15 15 -17 -18
leaf_value=0.00033183310053004107 -0.00029135591873953766 0.00068485105059101 -0.00039408469821329729 -0.00019709225604459007 -0.00019284789133093729 0.00053131234845876308 0.00043715672908686126 0.00011752238428191336 -0.00058267961117255149 -0.00010293599210876935 -0.00027777380164573144 -9.64110102140956e-06 -0.00019938791745132252 1.2840078766292056e-05 2.8184456619397197e-05 -0.00045138114272941107 0.00014706246164980841
leaf_weight=77 76 49 50 46 72 77 151 46 52 81 66 2413 90 157 51 48 147
leaf_count=77 76 49 50 46 72 77 151 46 52 81 66 2413 90 157 51 48 147
internal_value=0 0.000152414 6.88491e-05 -1.04617e-05 8.37052e-05 0.000252245 -1.37119e-05 -7.07367e-06 -0.000185649 -0.00029666 2.89954e-06 9.22701e-06 0.000125833 0.000223523 -7.91879e-06 -0.000196063 -3.2311e-07
internal_weight=0 371 322 245 195 123 3378 3302 179 133 3123 3057 398 308 2659 99 2560
internal_count=3749 371 322 245 195 123 3378 3302 179 133 3123 3057 398 308 2659 99 2560
is_linear=0
shrinkage=0.0995203


Tree=8537
num_leaves=17
num_cat=0
split_feature=18 18 3 9 4 30 4 24 10 10 8 3 21 21 9 5
split_gain=0.00075371 0.00130114 0.000736286 0.00216092 0.00305114 0.000995709 0.0010796 0.000714531 0.00135212 0.00144403 0.000619458 0.00103863 0.000586625 0.000824777 0.000313544 0.00085741
threshold=-0.12363 -0.14624999999999996 0.13547000000000003 0.11408000000000003 0.14804000000000003 0.085495000000000029 0.13686500000000004 -1.0000000180025095e-35 0.090150000000000022 0.086275000000000018 -0.083390000000000006 0.093615000000000018 -0.11228 -0.091104999999999992 0.089105000000000018 0.51390500000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 7 4 5 6 -4 -2 9 12 -1 -12 -9 -14 -13 -16
right_child=2 -3 3 -5 -6 -7 -8 8 -10 -11 11 14 13 -15 15 -17
leaf_value=0.00039551354158513243 0.0003506416320526826 0.00061669454145975126 -0.0006854088183025648 -0.00070833193915458123 0.00069571188682170332 7.4258015189827755e-05 -3.3112503115782784e-05 0.00034702053725120221 -0.00049860986434142353 0.00053419762430569518 -0.00035777059230846604 -7.3723498068231405e-05 -0.00042458992099671505 -3.8061147733701851e-06 -1.8968482595465457e-05 0.00044583721331139164
leaf_weight=47 57 49 60 58 46 68 48 46 54 50 61 61 47 2844 84 69
leaf_count=47 57 49 60 58 46 68 48 46 54 50 61 61 47 2844 84 69
internal_value=0 0.000137027 -1.23714e-05 -0.000166946 -2.18153e-05 -0.000214002 -0.000403079 1.33491e-06 -4.94325e-06 3.70737e-06 6.14912e-05 1.4269e-06 -5.04507e-06 -1.09301e-05 0.00010764 0.000185299
internal_weight=0 371 3378 280 222 176 108 3098 3041 2987 322 275 2937 2891 214 153
internal_count=3749 371 3378 280 222 176 108 3098 3041 2987 322 275 2937 2891 214 153
is_linear=0
shrinkage=0.0995203


Tree=8538
num_leaves=17
num_cat=0
split_feature=18 18 3 9 23 4 5 17 5 5 5 0 3 0 20 5
split_gain=0.000609192 0.00105526 0.000597009 0.00175189 0.00265398 0.000835128 0.000991806 0.000653201 0.00146908 0.00107744 0.00113751 0.000572597 0.000995698 0.000918947 0.00124821 0.000503152
threshold=-0.12363 -0.14624999999999996 0.13547000000000003 0.11408000000000003 -0.022119999999999997 0.13584500000000002 -0.25464999999999999 -0.56005499999999986 0.40898000000000007 0.2686150000000001 0.26245000000000007 -0.081284999999999982 0.10377500000000002 -0.050494999999999991 -0.077044999999999988 0.22078000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 7 4 -4 -6 -7 -2 9 10 15 -1 -13 14 -14 -9
right_child=2 -3 3 -5 5 6 -8 8 -10 -11 -12 12 13 -15 -16 -17
leaf_value=0.00029220772884097569 -0.00027224702301054918 0.00055532095847702777 0.00064057647864447194 -0.00063783865952994341 -0.00044654084618232055 -0.00031847930858516175 0.0003146316017540652 6.1548982331232204e-06 0.00050080080078037238 -0.00040462098239409664 0.00046945460168766975 -0.00036765145176244167 0.0002682566245204928 0.00040191654953339941 -0.00037174331742312658 -0.00027395326031444346
leaf_weight=77 84 49 47 58 77 50 48 2774 59 64 52 61 57 64 63 65
leaf_count=77 84 49 47 58 77 50 48 2774 59 64 52 61 57 64 63 65
internal_value=0 0.00012317 -1.11402e-05 -0.000150332 -1.92773e-05 -0.000201173 -3.08414e-08 1.17576e-06 9.06765e-06 -4.73354e-07 8.19038e-06 5.48656e-05 -1.63864e-05 9.56167e-05 -6.09215e-05 0
internal_weight=0 371 3378 280 222 175 98 3098 3014 2955 2891 322 245 184 120 2839
internal_count=3749 371 3378 280 222 175 98 3098 3014 2955 2891 322 245 184 120 2839
is_linear=0
shrinkage=0.0995203


Tree=8539
num_leaves=19
num_cat=0
split_feature=3 9 4 5 4 8 9 9 9 9 3 17 1 29 26 26 9 9
split_gain=0.000517695 0.00207776 0.00265701 0.000541092 0.00123997 0.00161668 0.000493376 0.000844672 0.000809921 0.00186636 0.00192996 0.00132493 0.000594105 0.000584077 0.000678263 0.000673726 0.00164043 0.00101582
threshold=0.14823500000000003 0.11351500000000002 0.13584500000000002 0.5134350000000002 0.10333000000000002 1.0000000180025095e-35 0.087885000000000019 0.088285000000000016 0.088770000000000029 0.08938500000000002 0.089735000000000023 -0.015100000000000001 -0.083284999999999984 0.096845000000000028 -0.092795000000000002 0.088165000000000021 0.08709500000000002 0.087215000000000015
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 5 -5 13 -8 11 10 -10 -9 -11 14 -1 16 -16 -17
right_child=1 -3 -4 4 -6 -7 7 8 9 12 -12 -13 -14 -15 15 17 -18 -19
leaf_value=0.00034218913050115465 -0.0005441871015388585 -0.00073252937527205453 0.00036341111296614399 6.4882360224592173e-05 -0.00023394546562842782 0.00080293372527852629 -0.00037681148302573075 0.00061159814764520973 -1.7533453643157028e-05 -0.00017918149314132863 -0.00091376606733114998 -0.00011645121882274611 1.6946642436525574e-05 -0.00027065184696257582 2.7357550036938128e-05 6.8999392583450755e-05 -0.00049979545275875392 0.0005271202764781757
leaf_weight=74 50 47 88 83 50 48 71 50 51 178 48 46 1065 59 1391 226 61 63
leaf_count=74 50 47 88 83 50 48 71 50 51 178 48 46 1065 59 1391 226 61 63
internal_value=0 -0.000160314 2.8639e-05 1.0382e-05 0.00017806 0.000341563 1.16877e-06 -4.09336e-05 -2.37807e-05 -4.4277e-05 -0.00046034 0.000254214 -1.04807e-05 3.55077e-05 4.5911e-05 3.28477e-05 4.64751e-06 0.000171699
internal_weight=0 185 138 3564 181 131 3383 1509 1438 1342 99 96 1243 1874 1815 1741 1452 289
internal_count=3749 185 138 3564 181 131 3383 1509 1438 1342 99 96 1243 1874 1815 1741 1452 289
is_linear=0
shrinkage=0.0995203


Tree=8540
num_leaves=14
num_cat=0
split_feature=22 2 21 5 5 5 5 4 1 21 0 20 2
split_gain=0.0214286 0.00258817 0.00115284 0.00118284 0.00155621 0.000743406 0.000837703 0.000668782 0.000854858 0.000773095 0.00143876 0.00134829 0.000261767
threshold=0.13264000000000004 -0.24163499999999999 0.094920000000000018 0.40249000000000007 0.27139000000000008 0.26411500000000004 -0.014374999999999999 0.12273500000000002 -0.047239999999999997 0.09865500000000002 -0.090939999999999993 -0.058504999999999995 -0.08237499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -4 10 -10 -11 -5
right_child=-2 2 7 12 -6 -7 -8 -9 9 11 -12 -13 -14
leaf_value=0.00059330498153489797 -0.002113849983789984 -7.4731817826196209e-05 -0.0003424597317041616 -0.0001919244613096415 0.00050733725672435419 -0.00041782448520855824 3.8018346965948432e-05 0.00037933931065322284 0.00075292295418853987 0.00018757845856033506 -1.319597168602113e-05 -0.00013551383428514303 -0.00056190770016535674
leaf_weight=72 48 1610 46 47 53 50 1087 78 47 303 46 219 47
leaf_count=72 48 1610 46 47 53 50 1087 78 47 303 46 219 47
internal_value=0 2.27542e-06 -9.21248e-06 -3.77482e-05 -2.57771e-05 -3.63609e-05 -2.89854e-05 0.000101429 6.7396e-05 9.93829e-05 0.00036518 5.046e-05 -0.000385625
internal_weight=0 3705 3633 2894 2800 2747 2697 739 661 615 93 522 94
internal_count=3753 3705 3633 2894 2800 2747 2697 739 661 615 93 522 94
is_linear=0
shrinkage=0.0995203


Tree=8541
num_leaves=8
num_cat=0
split_feature=10 2 22 19 24 20 20
split_gain=0.02649 0.00276915 0.00180709 0.00109534 0.00107874 0.000732088 0.000942713
threshold=0.096215000000000023 -0.24163499999999999 0.12975500000000004 -0.10411999999999999 0.084270000000000025 -0.24910499999999999 -0.081564999999999985
decision_type=2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7
right_child=-2 2 -4 4 -6 6 -8
leaf_value=0.00063388069471014886 -0.0022313670030715991 0.00040212521018705112 0.0005257072560234682 0.00030057340307332168 0.0004295226699867211 -0.00014820627697779902 -8.8170796627657999e-06
leaf_weight=69 53 62 63 66 52 584 2804
leaf_count=69 53 62 63 66 52 584 2804
internal_value=0 9.27673e-06 -2.36719e-06 -1.19208e-05 -1.94763e-05 -2.6473e-05 -3.30857e-05
internal_weight=0 3700 3631 3568 3506 3454 3388
internal_count=3753 3700 3631 3568 3506 3454 3388
is_linear=0
shrinkage=0.0995203


Tree=8542
num_leaves=9
num_cat=0
split_feature=10 10 1 22 19 24 0 0
split_gain=0.0214811 0.00175976 0.00190586 0.00151562 0.000856623 0.000757965 0.0010654 0.000905393
threshold=0.096215000000000023 0.082245000000000026 -0.49056499999999997 0.12975500000000004 -0.10411999999999999 0.084270000000000025 -0.23998999999999998 -0.23058999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6 -8
right_child=-2 2 -4 -5 5 -7 7 -9
leaf_value=0.00035869359140600505 -0.0020093009249162047 0.00082675266740293201 5.4746890151918817e-05 0.00050380353860791862 -0.00048719949228549547 0.00037569775785267317 0.00040484059279842347 -2.5368797943565415e-05
leaf_weight=60 53 53 85 57 49 47 49 3300
leaf_count=60 53 53 85 57 49 47 49 3300
internal_value=0 8.39755e-06 0.000357174 -4.88503e-06 -1.33911e-05 -2.01092e-05 -2.58248e-05 -1.88299e-05
internal_weight=0 3700 138 3562 3505 3445 3398 3349
internal_count=3753 3700 138 3562 3505 3445 3398 3349
is_linear=0
shrinkage=0.0995203


Tree=8543
num_leaves=12
num_cat=0
split_feature=22 10 3 3 20 17 19 26 26 20 17
split_gain=0.018871 0.00167432 0.00141088 0.00365766 0.000985855 0.000808674 0.000722375 0.000600323 0.00311518 0.00072628 0.000481847
threshold=0.13264000000000004 0.082245000000000026 0.11089500000000001 0.10426500000000002 0.10634000000000003 -0.55754499999999996 -0.10411999999999999 0.11724000000000002 0.12086000000000002 0.059705000000000015 -0.0038549999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -7 9 -9 -8 -6
right_child=-2 2 -4 -5 10 6 7 8 -10 -11 -12
leaf_value=-0.00037537297740986296 -0.0019784964973385247 7.0456917010812463e-05 -9.803034921098067e-05 0.0011963068792893836 0.00047806905128592095 0.00033858245817222019 3.8274848988136618e-06 -0.00077473731045681169 9.0526234346642572e-06 -0.00029120255500369183 9.1106373513574784e-05
leaf_weight=62 48 80 57 46 56 57 2871 63 238 85 90
leaf_count=62 48 80 57 46 56 57 2871 63 238 85 90
internal_value=0 7.36742e-06 0.000300978 0.000487979 -7.6559e-06 -1.88308e-05 -1.19134e-05 -1.82987e-05 -0.000152277 -4.37919e-06 0.000245138
internal_weight=0 3705 183 126 3522 3376 3314 3257 301 2956 146
internal_count=3753 3705 183 126 3522 3376 3314 3257 301 2956 146
is_linear=0
shrinkage=0.0995203


Tree=8544
num_leaves=16
num_cat=0
split_feature=28 1 1 1 5 5 8 4 29 9 9 21 5 17 5
split_gain=0.0127395 0.00242512 0.0195666 0.0141044 0.00178677 0.0191467 0.000981167 0.00220726 0.000717146 0.000609736 0.00199858 0.000570666 0.000596943 0.000349771 0.00081044
threshold=0.083225000000000021 -0.10241499999999999 -0.094454999999999997 -0.12118 -0.14822499999999997 -0.19631499999999999 -0.26194999999999996 0.13849500000000003 0.084225000000000022 0.098465000000000011 0.09518500000000002 -0.091869999999999993 -0.041054999999999994 -0.56005499999999986 0.27287000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 5 6 -4 -8 11 10 13 -6 -13 -1 -15
right_child=-2 2 4 -5 8 -7 7 -9 -10 -11 -12 12 -14 14 -16
leaf_value=0.00022850560663649781 -0.0013887753134126512 0.0019734151200638261 -0.00031909009619231318 -0.0016537237999609074 0.00031346269589305214 -0.0020493625524631389 -3.2546821580238896e-05 0.0006706301352708546 0.00039613529308321209 0.00025786196420528242 -0.00070603889300139145 5.7555465350633855e-05 -4.6024875553251752e-05 1.7035078125925304e-05 -0.00041355635849792279
leaf_weight=52 70 49 91 61 56 50 440 49 46 57 46 865 1509 268 51
leaf_count=52 70 49 91 61 56 50 440 49 46 57 46 865 1509 268 51
internal_value=0 -3.30138e-05 0 -0.000228938 -3.09196e-05 -0.000180609 -1.80981e-05 3.62406e-05 6.83713e-06 -4.38526e-05 -8.70573e-05 -1.95424e-07 -7.9391e-06 -8.1036e-06 -4.92394e-05
internal_weight=0 3690 3155 535 3106 630 580 489 2476 474 417 2430 2374 371 319
internal_count=3760 3690 3155 535 3106 630 580 489 2476 474 417 2430 2374 371 319
is_linear=0
shrinkage=0.0995203


Tree=8545
num_leaves=20
num_cat=0
split_feature=28 3 17 3 17 22 8 8 18 18 8 4 4 6 17 6 9 4 8
split_gain=0.0103299 0.00273843 0.0194503 0.00257622 0.011913 0.00224469 0.0019154 0.0180324 0.000897968 0.00121605 0.00138758 0.000813657 0.00147167 0.000617103 0.000648318 0.000451467 0.000407196 0.000299415 0.00042834
threshold=0.083225000000000021 0.08345000000000001 0.053575000000000012 0.085505000000000012 -0.10193000000000001 0.13240000000000005 -0.088304999999999995 -0.089594999999999994 0.086285000000000014 -0.010029999999999999 -0.08569499999999998 0.13554500000000005 0.10845500000000002 0.082725000000000021 -0.096019999999999994 0.087670000000000012 0.08938500000000002 0.12205500000000002 -0.076394999999999991
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 4 -3 6 7 16 9 15 -11 12 -8 14 -1 -6 -5 18 -16
right_child=-2 3 -4 5 8 -7 11 -9 -10 10 -12 -13 -14 -15 17 -17 -18 -19 -20
leaf_value=-0.00038346692437844836 -0.0012505640931880755 0.0015032255896263705 -0.0020504108673562154 -8.9376950236480911e-05 0.00021010484843798617 0.00063295082413323026 6.769339569025569e-06 -0.0019940977152258731 0.00031786708391129122 0 -0.00076420227974126689 0.00036706027169547433 -0.00032613300569524944 0.00028551519109453659 -3.212467046662139e-05 -0.00013437790290660479 0.00010184471096096287 -0.0001321945480112443 0.00036380259920197426
leaf_weight=47 70 62 53 408 99 49 2118 51 68 51 46 57 140 69 56 58 148 63 47
leaf_count=47 70 62 53 408 99 49 2118 51 68 51 46 57 140 69 56 58 148 63 47
internal_value=0 -2.96841e-05 -0.000301019 -2.34705e-06 0.000239963 -3.3941e-05 -4.54045e-05 -0.000202787 -7.31988e-07 -8.92492e-05 -0.000367791 -3.78465e-06 -1.35087e-05 2.48647e-05 -5.57281e-05 7.76295e-05 -3.70039e-05 3.2134e-05 0.000140593
internal_weight=0 3690 335 3355 384 2971 2922 607 322 254 97 2315 2258 282 213 157 556 166 103
internal_count=3760 3690 335 3355 384 2971 2922 607 322 254 97 2315 2258 282 213 157 556 166 103
is_linear=0
shrinkage=0.0995203


Tree=8546
num_leaves=22
num_cat=0
split_feature=28 2 2 2 2 20 20 6 0 9 0 2 30 20 20 9 0 4 4 9 4
split_gain=0.00837546 0.0021653 0.02027 0.00582594 0.0115852 0.00204928 0.0159826 0.00135275 0.00110458 0.00140217 0.000847995 0.00329469 0.00123884 0.0011379 0.000662172 0.000564798 0.00103396 0.000537047 0.000250136 0.000269091 5.77016e-05
threshold=0.083225000000000021 -0.098809999999999995 -0.10598499999999998 -0.088554999999999995 -0.090394999999999989 -0.081864999999999993 -0.082534999999999997 -0.0060199999999999993 0.019150000000000004 0.09550500000000002 -0.14909499999999998 0.12610000000000002 0.10801000000000002 -0.037429999999999998 -0.081189999999999998 0.089645000000000016 -0.084269999999999998 0.10323000000000003 0.079225000000000018 0.091010000000000021 0.088230000000000017
decision_type=2 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 7 6 15 -3 17 20 11 13 14 -7 -12 16 -5 18 19 -1 -10
right_child=-2 3 -4 5 -6 10 -8 -9 9 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00033894760120343814 -0.0011261076846431515 -0.00020609379113412823 -0.0019343087696110303 2.9518828782258619e-05 0.0018169703081004466 -0.00036488512935255884 -0.001944169559004114 0.00038929432965453825 -1.4047040333206555e-05 -0.00057520434841075484 0.00037885069029470163 -0.00088494497834330917 0.0005105002602259842 0.00021601080258663768 9.9696074181780157e-07 0.00018813767192020893 -0.00032944597345971284 0.00042444002319597487 -5.1133698093615947e-05 0 0.00013088619753059597
leaf_weight=51 70 78 60 233 51 48 48 72 46 56 47 51 50 108 2248 91 118 60 80 48 46
leaf_count=51 70 78 60 233 51 48 48 72 46 56 47 51 50 108 2248 91 118 60 80 48 46
internal_value=0 -2.6722e-05 -0.000232075 1.33053e-06 0.000520495 -3.27041e-05 -0.000219138 7.4235e-05 2.97221e-05 -0.00018133 2.77166e-06 -0.00018994 2.0132e-05 3.20259e-05 9.09185e-06 -2.99524e-05 -8.88266e-05 0.000163841 7.19156e-05 0.000179618 4.95215e-05
internal_weight=0 3690 447 3243 201 3042 490 150 387 148 2552 207 2345 156 2295 442 351 239 179 99 92
internal_count=3760 3690 447 3243 201 3042 490 150 387 148 2552 207 2345 156 2295 442 351 239 179 99 92
is_linear=0
shrinkage=0.0995203


Tree=8547
num_leaves=30
num_cat=0
split_feature=3 18 5 5 2 0 0 5 17 5 26 2 20 9 3 3 5 26 5 6 5 3 8 20 8 11 6 26 8
split_gain=0.00965034 0.0617514 0.00195535 0.0147283 0.00156732 0.00148646 0.000948441 0.00446789 0.0149241 0.00122465 0.00107782 0.00189313 0.00102652 0.000992512 0.0012486 0.000954206 0.000909642 0.000837597 0.000816652 0.002264 0.00170063 0.000802335 0.00110781 0.000963575 0.00210916 0.000625505 0.000574827 0.000403741 0.000360254
threshold=0.081685000000000021 -0.092084999999999986 -0.14822499999999997 -0.1807 0.13398000000000002 -0.142265 -0.077624999999999986 0.064585000000000017 -0.22965499999999997 -0.080724999999999991 -0.01278 -0.012154999999999999 -0.07825 0.084515000000000021 0.09940000000000003 0.095490000000000019 -0.09583499999999999 0.090385000000000021 -0.068984999999999991 0.092705000000000023 -0.049719999999999993 0.10502000000000002 -0.028454999999999998 -0.058504999999999995 -1.0000000180025095e-35 -0.075149999999999981 0.089430000000000023 0.047170000000000011 -0.080659999999999996
decision_type=2 2 2 2 2 2 2 2 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 21 -6 7 10 15 -8 11 12 -4 16 -15 17 -12 -9 19 -11 -20 22 -2 -23 -25 28 -22 -27 -3
right_child=2 25 6 -5 5 -7 9 8 -10 18 13 -13 -14 14 -16 -17 -18 -19 20 -21 26 23 -24 24 -26 27 -28 -29 -30
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leaf_weight=47 76 52 85 50 46 51 46 83 46 53 50 48 66 959 56 50 401 49 78 51 584 85 61 113 74 81 220 49 50
leaf_count=47 76 52 85 50 46 51 46 83 46 53 50 48 66 959 56 50 401 49 78 51 584 85 61 113 74 81 220 49 50
internal_value=0 -0.000605813 2.27086e-06 -0.000168556 -5.91921e-06 -0.000367069 3.50225e-05 7.70165e-05 0.000490339 -4.12141e-05 1.99257e-05 0.00023741 5.8463e-05 -9.03801e-06 4.49455e-05 8.08631e-05 -0.000132346 -5.38731e-05 -6.53577e-05 -0.000330016 -3.32228e-05 7.77308e-05 -0.000115073 0.000177851 0.00030519 5.71152e-05 -7.71232e-05 0.000204261 -0.000122397
internal_weight=0 279 3481 556 506 97 2925 1893 228 1032 1665 199 151 1466 1015 182 451 132 986 104 882 409 137 272 187 232 804 130 102
internal_count=3760 279 3481 556 506 97 2925 1893 228 1032 1665 199 151 1466 1015 182 451 132 986 104 882 409 137 272 187 232 804 130 102
is_linear=0
shrinkage=0.0995203


Tree=8548
num_leaves=17
num_cat=0
split_feature=2 2 28 10 5 36 18 9 30 5 3 4 7 3 9 2
split_gain=0.00149972 0.0115834 0.00146472 0.00142315 0.00249283 0.00112134 0.00112969 0.000955431 0.00142297 0.00124439 0.00179899 0.00124814 0.000609314 0.000691792 0.00111457 0.000800912
threshold=-0.088554999999999995 -0.090394999999999989 0.082705000000000015 0.09056500000000002 0.62720500000000012 0.088355000000000031 0.22074500000000005 -0.095574999999999993 0.082765000000000019 -0.49053999999999998 0.10502000000000002 0.13954000000000003 0.058975000000000007 0.092200000000000018 0.091310000000000016 -0.10165999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 12 6 7 8 -2 10 -9 -11 13 14 -1 -15
right_child=2 -3 -4 -5 -6 -7 -8 9 -10 11 -12 -13 -14 15 -16 -17
leaf_value=7.1468444603963291e-06 -0.00055102923178023072 0.0016041319162166104 0.00055502912578328197 0.0004551985965837598 -0.00071381467286272659 0.00034724213857774503 -0.00037269600848309178 -0.00012256040059148624 4.1239371813761389e-05 -3.7679998035798453e-06 0.00052483482729926572 -0.00051145633436653509 0.0003013679216704377 0 -0.00050173293552455297 0.00042789800858540107
leaf_weight=166 78 51 46 73 46 84 88 69 78 2476 104 49 81 135 56 64
leaf_count=166 78 51 46 73 46 84 88 69 78 2476 104 49 81 135 56 64
internal_value=0 0.000161889 -1.99413e-06 4.21259e-05 -1.14064e-05 -1.07323e-05 -2.12315e-05 -1.01076e-05 -0.000249647 3.43934e-06 0.000261893 -1.39444e-05 5.13271e-05 1.27494e-06 -0.000117532 0.000137927
internal_weight=0 672 3072 621 548 3026 2942 2854 156 2698 173 2525 502 421 222 199
internal_count=3744 672 3072 621 548 3026 2942 2854 156 2698 173 2525 502 421 222 199
is_linear=0
shrinkage=0.0995203


Tree=8549
num_leaves=22
num_cat=0
split_feature=21 1 1 1 3 1 1 26 4 19 17 9 9 26 17 3 2 19 6 1 2
split_gain=0.00222188 0.00132035 0.0105954 0.001331 0.0023161 0.00226708 0.00124593 0.00116889 0.00177441 0.00104648 0.00101808 0.000637229 0.000906129 0.00104241 0.000660049 0.000773798 0.00107584 0.000702944 0.0005635 0.000404044 0.000168314
threshold=0.16638500000000003 -0.092674999999999993 -0.096749999999999989 -0.083284999999999984 0.089605000000000018 -0.084514999999999993 -0.085844999999999991 -0.2382 0.15028500000000003 -0.099114999999999995 -0.53015499999999993 0.08679000000000002 0.098465000000000011 0.089545000000000027 -0.012064999999999999 0.08511500000000001 0.10003000000000002 0.072660000000000016 0.088750000000000023 -0.49367499999999997 0.094050000000000022
decision_type=2 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 6 18 -5 9 -9 -11 14 13 19 15 17 -17 -1 -3 -13 -16
right_child=-2 3 -4 7 -6 -7 -8 8 -10 10 -12 12 -14 -15 20 16 -18 -19 -20 -21 -22
leaf_value=0.00067766061930071093 -0.00058060135454570349 6.7876951785508465e-05 0.0013903391526975508 0.00042252991134674221 -0.00075363982727529922 0.00058147318468024082 -0.00054601241140939854 -0.00039555541834187272 -0.00055985377949043457 -0.00022664688751690833 5.7378669218701564e-05 -0.00020719564335031795 0.00020885150585863362 0.00014505382759769507 1.0259429942563007e-05 -0.00020121167531281513 0.00031922054028261617 0.00011878395308422438 -0.00027761147561055602 -0.0006220895581947357 -0.00024113284486528564
leaf_weight=51 59 135 63 74 57 46 67 55 51 131 2369 59 63 47 47 78 78 47 70 50 47
leaf_count=51 59 135 63 74 57 46 67 55 51 131 2369 59 63 47 47 78 78 47 70 50 47
internal_value=0 3.44291e-05 0.00016567 7.09674e-06 -0.000168165 -6.06474e-05 -0.000172251 3.19258e-05 2.05201e-05 3.24252e-05 4.21683e-05 2.81516e-05 -0.000102901 -0.000234048 0.000112977 0.000197507 5.37568e-05 0.000417981 -4.61014e-05 -0.000405024 -0.000106728
internal_weight=0 3685 630 3055 375 318 272 2680 2606 2555 2500 567 219 156 348 254 156 98 205 109 94
internal_count=3744 3685 630 3055 375 318 272 2680 2606 2555 2500 567 219 156 348 254 156 98 205 109 94
is_linear=0
shrinkage=0.0995203


Tree=8550
num_leaves=20
num_cat=0
split_feature=21 28 26 26 8 9 8 2 5 9 1 9 0 20 1 8 2 0 9
split_gain=0.00180201 0.00124611 0.00118433 0.00509581 0.0117795 0.00121906 0.00161705 0.00299579 0.00113555 0.00144122 0.00137 0.00090391 0.000811804 0.00137639 0.000886945 0.000738615 0.00138745 0.00082537 0.000599605
threshold=0.16638500000000003 0.10017000000000002 0.086420000000000011 0.085570000000000021 -0.085764999999999994 0.085075000000000026 -0.085764999999999994 -0.087359999999999993 -0.0078499999999999976 0.086070000000000021 -0.083284999999999984 0.11351500000000002 -0.15137999999999999 -0.042414999999999994 0.50462500000000021 -0.083674999999999986 -0.083769999999999997 -0.055729999999999995 0.083110000000000031
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 6 18 -8 9 -7 -11 12 13 -1 -14 16 -10 -17 -4
right_child=-2 -3 5 4 -6 8 7 -9 15 10 -12 -13 14 -15 -16 17 -18 -19 -20
leaf_value=-9.3414326743630454e-05 -0.0005228198016148318 0.00054098163742483227 -0.00017485425225177622 -0.00015337618432233874 0.0017374506216511917 0.00058409331035380412 6.5524438770918421e-05 -0.0009437605712094121 2.4363415221428933e-05 -0.00033022009516092086 8.2121891573792423e-05 0.0003633491737914179 1.0482084499852128e-05 0.00036453063744927187 -0.00028826945654856508 -3.0553162034182254e-07 -0.00069917043234386269 -0.00035018070611142276 0.00029643812730484407
leaf_weight=106 59 47 63 73 58 51 49 67 47 89 740 79 1338 159 106 433 54 80 46
leaf_count=106 59 47 63 73 58 51 49 67 47 89 740 79 1338 159 106 433 54 80 46
internal_value=0 3.10027e-05 2.41892e-05 7.80653e-05 0.000677535 -3.54791e-05 -0.000251477 -0.000510368 -2.4013e-06 6.95107e-05 3.68661e-05 3.36865e-05 1.79686e-05 0.000178264 -1.08815e-05 -0.000106801 -0.000354371 -5.64628e-05 1.65295e-05
internal_weight=0 3685 3638 1919 131 1719 225 116 1494 880 829 1788 1709 265 1444 614 101 513 109
internal_count=3744 3685 3638 1919 131 1719 225 116 1494 880 829 1788 1709 265 1444 614 101 513 109
is_linear=0
shrinkage=0.0995203


Tree=8551
num_leaves=19
num_cat=0
split_feature=21 26 26 5 5 5 5 8 0 5 10 5 5 26 26 0 26 27
split_gain=0.00146151 0.00116345 0.0153257 0.0013696 0.00147468 0.00160894 0.00139414 0.00280445 0.000996082 0.00098011 0.00083157 0.00172853 0.000796256 0.000822635 0.00119347 0.000983259 0.000651147 0.00120831
threshold=0.16638500000000003 0.085635000000000031 0.085300000000000029 -0.025879999999999997 -0.015214999999999999 -0.011964999999999998 -0.0063549999999999995 -0.083504999999999982 -0.083589999999999984 -0.0042299999999999994 0.09056500000000002 0.63223000000000018 -0.039649999999999998 0.086420000000000011 0.087675000000000017 -0.084369999999999987 -0.2382 0.10402500000000002
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 12 8 -6 7 -7 -5 -8 11 16 13 -3 -15 -16 -1 -18
right_child=-2 3 -4 4 5 6 9 -9 -10 -11 -12 -13 -14 14 15 -17 17 -19
leaf_value=0.00033473094848020864 -0.00047078865019598265 0.0004444860119003143 0.0017859085217717572 -0.00079429642692021619 0.00040973114431113925 -5.3280163652874216e-06 0.00039423673902023483 -0.00089093352918038224 -0.00014215040141724535 -7.4733496590394976e-05 0.00038806112270724452 -0.00056625650825299634 0.00039278810998827135 -0.00039005367196299476 0.00018287276040664693 -5.6510004532461286e-05 4.1842813238539895e-05 -0.00044067712451069391
leaf_weight=71 59 46 51 49 65 87 47 62 51 648 64 48 68 67 306 375 1527 53
leaf_count=71 59 46 51 49 65 87 47 62 51 648 64 48 68 67 306 375 1527 53
internal_value=0 2.79173e-05 8.48179e-05 -2.68123e-05 -0.000105822 -6.48703e-05 -0.000102391 -0.000379329 -0.000469888 -4.18411e-05 3.51444e-05 2.13685e-05 6.47218e-05 3.55944e-05 9.35421e-06 4.9852e-05 3.89485e-05 2.51389e-05
internal_weight=0 3685 1814 1871 1009 909 844 149 100 695 1763 1699 862 794 748 681 1651 1580
internal_count=3744 3685 1814 1871 1009 909 844 149 100 695 1763 1699 862 794 748 681 1651 1580
is_linear=0
shrinkage=0.0995203


Tree=8552
num_leaves=15
num_cat=0
split_feature=18 6 18 18 3 1 0 18 21 1 27 29 6 29
split_gain=0.00512824 0.00204214 0.00129546 0.0163776 0.000911797 0.00161718 0.000915851 0.00081927 0.000796497 0.00139713 0.00111484 0.000991158 0.000781818 0.000338644
threshold=0.26473000000000008 -0.52821499999999999 -0.094939999999999997 -0.097709999999999991 0.08511500000000001 -0.49837999999999999 -0.050494999999999991 -0.092864999999999989 -0.079279999999999989 -0.01504 0.08913500000000002 0.091190000000000021 -0.023004999999999998 -0.055059999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -4 9 -9 11 -10 -11 -12
right_child=-2 2 7 -5 5 6 -8 8 10 12 13 -13 -14 -15
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leaf_weight=64 75 71 46 47 59 309 79 76 2478 59 114 60 114 77
leaf_count=64 75 71 46 47 59 309 79 76 2478 59 114 60 114 77
internal_value=0 -3.10599e-05 -2.08869e-05 -0.000159255 5.6314e-07 -5.04725e-05 2.13174e-05 4.69495e-06 -1.4692e-06 0.000168617 -1.72882e-05 -3.50153e-05 7.54561e-06 0.000213982
internal_weight=0 3653 3589 565 518 447 388 3024 2978 249 2729 2538 173 191
internal_count=3728 3653 3589 565 518 447 388 3024 2978 249 2729 2538 173 191
is_linear=0
shrinkage=0.0995203


Tree=8553
num_leaves=19
num_cat=0
split_feature=8 8 1 3 3 7 4 0 18 4 5 5 1 4 21 8 2 0
split_gain=0.0042859 0.0055913 0.00183901 0.00164272 0.0170207 0.00172128 0.000859278 0.0007592 0.000712675 0.00120774 0.00101358 0.000688005 0.000934105 0.000406332 0.000865821 0.000562323 0.000394532 0.000214505
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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 13 -5 8 -7 -1 10 17 -9 -13 15 16 -2 -15 -10
right_child=2 -3 -4 5 -6 7 -8 11 9 -11 -12 12 -14 14 -16 -17 -18 -19
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leaf_weight=65 49 57 56 46 47 65 49 74 52 90 50 2670 94 47 52 58 46 61
leaf_count=65 49 57 56 46 47 65 49 74 52 90 50 2670 94 47 52 58 46 61
internal_value=0 0.00028491 -5.11064e-05 -4.10871e-05 -0.000263566 -1.82523e-05 0.000139956 -8.39547e-06 0.000201147 0.000121326 -3.56454e-05 -1.63725e-05 -8.0508e-06 5.7554e-05 0.000168045 -8.45264e-05 -5.1635e-06 0.000123897
internal_weight=0 424 3304 3248 299 2949 367 2903 318 253 163 2838 2764 252 145 107 93 113
internal_count=3728 424 3304 3248 299 2949 367 2903 318 253 163 2838 2764 252 145 107 93 113
is_linear=0
shrinkage=0.0995203


Tree=8554
num_leaves=19
num_cat=0
split_feature=18 6 8 9 9 4 4 18 18 18 9 9 18 4 4 4 1 4
split_gain=0.00418047 0.00155144 0.00170495 0.00153854 0.016727 0.00166459 0.00182046 0.00105364 0.00325313 0.001878 0.00241678 0.00141122 0.00117774 0.00111836 0.00269315 0.00139353 0.000536501 0.00025742
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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 7 -5 6 16 12 -9 10 -10 -11 13 15 -15 -3 -6 -1
right_child=-2 3 -4 4 5 -7 -8 8 9 11 -12 -13 -14 14 -16 -17 -18 -19
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leaf_weight=46 75 168 87 58 46 80 48 60 56 718 46 49 49 60 55 53 1926 48
leaf_count=46 75 168 87 58 46 80 48 60 56 718 46 49 49 60 55 53 1926 48
internal_value=0 -2.67261e-05 -0.000310961 -1.16728e-05 -6.35707e-05 -1.71301e-05 -3.51377e-05 7.29369e-05 1.46184e-05 6.44159e-05 0.000465789 9.97177e-06 0.000211532 0.00014196 0.000393827 7.19407e-06 -1.99692e-05 -8.22399e-06
internal_weight=0 3653 181 3472 2158 2100 2020 1314 929 869 102 767 385 336 115 221 1972 94
internal_count=3728 3653 181 3472 2158 2100 2020 1314 929 869 102 767 385 336 115 221 1972 94
is_linear=0
shrinkage=0.0995203


Tree=8555
num_leaves=21
num_cat=0
split_feature=8 6 1 1 4 7 7 2 4 9 3 9 9 4 1 6 0 0 0 17
split_gain=0.00326444 0.00466866 0.00146024 0.0155977 0.00169395 0.00127776 0.00113478 0.000971619 0.00113278 0.000947867 0.00229722 0.00117144 0.00110323 0.000923463 0.00104741 0.000339336 0.000797041 0.000607776 0.000615918 0.000411384
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 9 5 -4 7 8 -7 12 -11 -12 13 -2 -15 17 -17 -1 -19 -18
right_child=2 -3 4 -5 -6 6 -8 -9 -10 10 11 -13 -14 14 -16 16 19 18 -20 -21
leaf_value=-0.00022241469265132547 -0.00025854362724387053 0.0010724591998875241 -0.00051560782598205246 -0.001926225814563944 -0.00047775392437226296 5.8214995993674615e-06 0.00045112698256191078 0.000451497080684089 -0.00028420993180216137 -0.00079320297338083016 0.00027090233346941273 -0.00027107163986064202 0.00048123050083819728 0.00052323572894032871 -4.2647756005102447e-05 0.00048848076849949539 0.00024080617094805049 0.00040349303052702085 -4.0116681776275423e-05 -0.00013534547357270824
leaf_weight=66 89 59 47 47 76 2401 56 46 141 48 77 81 57 49 89 66 56 54 66 57
leaf_count=66 89 59 47 47 76 2401 56 46 141 48 77 81 57 49 89 66 56 54 66 57
internal_value=0 0.000249403 -4.38459e-05 -0.000194152 -1.43796e-05 -9.88671e-07 7.84964e-06 -1.42583e-06 -9.94397e-06 -2.63437e-05 -0.000190151 -1.7639e-06 8.95918e-05 -5.14305e-06 0.00015235 0.000114118 0.000212347 1.51844e-05 0.000152686 4.38215e-05
internal_weight=0 424 3304 537 2767 2691 2644 2588 2542 490 206 158 284 227 138 365 179 186 120 113
internal_count=3728 424 3304 537 2767 2691 2644 2588 2542 490 206 158 284 227 138 365 179 186 120 113
is_linear=0
shrinkage=0.0995203


Tree=8556
num_leaves=27
num_cat=0
split_feature=3 9 5 7 1 3 5 9 4 8 17 0 0 3 1 17 5 5 17 8 26 1 4 2 3 17
split_gain=0.00335276 0.0135592 0.0299587 0.00199816 0.00237525 0.0323644 0.00175234 0.00411027 0.0024653 0.00173387 0.00159403 0.0010359 0.00103401 0.00156733 0.001552 0.00431028 0.00093753 0.00130303 0.000792335 0.00136219 0.00220492 0.000820809 0.00098532 0.000799633 0.0012688 0.00114441
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decision_type=2 2 2 2 2 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 9 -2 18 -6 10 8 -8 -3 11 -7 -1 14 15 -14 17 -16 21 -20 -21 22 -5 25 -25 -23
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leaf_weight=55 57 90 61 88 61 95 216 49 47 56 64 50 51 53 150 64 53 88 83 50 56 1456 59 131 414 52
leaf_count=55 57 90 61 88 61 95 216 49 47 56 64 50 51 53 150 64 53 88 83 50 56 1456 59 131 414 52
internal_value=0 0.000200125 0.000880503 -3.86272e-05 -5.00775e-05 -0.000230401 2.19821e-05 -0.000125668 2.72252e-05 0.00010079 0.000246315 5.75018e-05 -7.22864e-05 -2.15537e-05 -8.97032e-05 -0.000399743 3.0008e-05 0.000116883 -5.80506e-06 -0.000201567 2.75812e-05 1.06406e-05 -0.000215913 2.72611e-05 0.000130682 -9.57279e-06
internal_weight=0 721 207 3028 2971 582 521 312 263 146 209 145 514 459 406 115 291 238 2389 189 106 2200 147 2053 545 1508
internal_count=3749 721 207 3028 2971 582 521 312 263 146 209 145 514 459 406 115 291 238 2389 189 106 2200 147 2053 545 1508
is_linear=0
shrinkage=0.0995203


Tree=8557
num_leaves=35
num_cat=0
split_feature=3 9 18 0 1 1 26 6 1 0 3 9 17 1 1 6 18 4 4 1 3 6 3 4 8 9 3 3 21 1 8 0 1 17
split_gain=0.00273711 0.0114228 0.0372609 0.00187849 0.00609034 0.0278456 0.00142522 0.00119728 0.000983523 0.00133074 0.00174309 0.00114497 0.0010933 0.000652299 0.00128705 0.00126275 0.00110614 0.00063807 0.00190522 0.00128321 0.00152045 0.00112848 0.00154594 0.00150127 0.00067286 0.000622445 0.000614648 0.00314175 0.00165703 0.000806469 0.000542651 0.000438022 0.000693041 0.000336936
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 13 -6 -7 30 9 -1 11 12 -11 14 15 25 -17 18 21 -19 -21 22 24 33 -2 -5 28 -28 -15 -29 -4 32 -8 -23
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leaf_weight=48 49 46 55 636 50 74 56 51 81 55 46 56 222 82 75 233 63 49 50 48 89 46 63 80 52 46 47 173 75 742 46 68 50 47
leaf_count=48 49 46 55 636 50 74 56 51 81 55 46 56 222 82 75 233 63 49 50 48 89 46 63 80 52 46 47 173 75 742 46 68 50 47
internal_value=0 0.00018306 0.000824568 -3.43989e-05 -7.22718e-05 -0.000494249 -5.89133e-05 6.80245e-05 -6.53649e-05 -0.000126952 -6.20234e-05 -0.00014327 -5.69918e-05 -1.39993e-05 -7.0497e-05 -3.91139e-05 0.000131256 0.000127429 0.000200445 -2.00908e-05 0.000131613 0.000112543 0.000300451 -6.08582e-05 0.000542823 -0.000114258 3.84345e-05 6.88071e-05 -0.000142456 2.71216e-05 0.000270917 -0.000217252 -0.000344045 0.000205369
internal_weight=0 706 198 3043 2470 298 248 152 508 427 379 333 277 2172 1053 978 296 573 387 186 137 337 164 173 101 682 1119 962 157 915 101 174 106 93
internal_count=3749 706 198 3043 2470 298 248 152 508 427 379 333 277 2172 1053 978 296 573 387 186 137 337 164 173 101 682 1119 962 157 915 101 174 106 93
is_linear=0
shrinkage=0.0995203


Tree=8558
num_leaves=21
num_cat=0
split_feature=17 5 18 17 5 8 6 18 9 6 1 17 17 1 5 17 5 1 5 30
split_gain=0.00270203 0.0294318 0.0105677 0.00979768 0.00189796 0.00142733 0.00109715 0.00164503 0.00155967 0.00128469 0.00100972 0.00416748 0.00353978 0.000972017 0.000933972 0.000745549 0.000763797 0.000690496 0.000573064 0.000540333
threshold=-0.011174999999999999 -0.10894 -0.093130000000000004 -0.0092949999999999994 0.052820000000000013 -0.07594999999999999 -0.0093650000000000001 -0.082304999999999989 0.08938500000000002 -0.0141 -0.083284999999999984 -0.01857 -0.016209999999999999 -0.078954999999999984 -0.052494999999999993 -0.047785000000000001 -0.010764999999999999 -0.061135000000000002 -0.0031649999999999998 0.087205000000000019
decision_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 -6 9 -8 -9 14 11 15 13 -12 -5 16 -3 -15 -18 -19
right_child=2 10 3 4 5 -7 7 8 -10 -11 12 -13 -14 17 -16 -17 18 19 -20 -21
leaf_value=-0.0023480786171670609 0.0013563114926667503 -0.00033659324721326304 0.0014635826594295068 0.0001165817867445143 -0.00076703426632662643 -4.6266548863530274e-06 -0.00058385047990908319 -0.0001383856399929586 0.00015708289318921946 0.00062138089595552683 -0.00033475355168270448 -0.00093489651124167687 0.00085184261403517026 0.00033162390591621858 -0.00019601059489674703 0.00035270435673450328 0.0002674454262559935 -6.4552080562737052e-06 -5.4288470366095444e-05 0.00033993001222007614
leaf_weight=55 63 86 47 782 53 49 54 420 305 46 75 55 52 73 106 46 62 816 457 47
leaf_count=55 63 86 47 782 53 49 54 420 305 46 75 55 52 73 106 46 62 816 457 47
internal_value=0 -8.08155e-05 8.81931e-05 4.48471e-05 7.65747e-06 -0.000408806 3.29335e-05 -5.3581e-05 -1.29559e-05 0.000105967 -9.86116e-06 -0.000102507 5.09004e-05 8.89484e-06 7.83459e-05 -3.0925e-05 -6.14467e-05 3.73054e-05 -1.42766e-05 1.14608e-05
internal_weight=0 1824 1925 1862 1815 102 1713 779 725 934 1769 706 1063 1011 888 651 605 936 519 863
internal_count=3749 1824 1925 1862 1815 102 1713 779 725 934 1769 706 1063 1011 888 651 605 936 519 863
is_linear=0
shrinkage=0.0995203


Tree=8559
num_leaves=28
num_cat=0
split_feature=3 18 17 18 20 20 7 4 26 17 18 1 1 1 18 23 6 21 17 18 21 8 17 26 18 6 8
split_gain=0.00227014 0.00687613 0.0321972 0.00215761 0.00165392 0.0223331 0.00138963 0.000915259 0.000910382 0.0008783 0.000805702 0.00115133 0.000708783 0.00112049 0.00100351 0.000928069 0.000683485 0.000561628 0.000855316 0.000745285 0.000790525 0.000527662 0.000996453 0.000865359 0.000458015 0.000523895 0.000822691
threshold=0.08544000000000003 -0.017129999999999996 -0.011174999999999999 -0.01137 -0.080869999999999984 -0.081564999999999985 -0.075879999999999989 0.083555000000000018 0.084585000000000021 -0.00095 0.15614500000000003 -0.080689999999999998 -0.067015000000000005 -0.072579999999999992 0.11769500000000002 -1.0000000180025095e-35 0.11690000000000002 0.11754000000000002 -0.53015499999999993 0.086800000000000016 -0.015149999999999999 -0.085605000000000001 0.0036400000000000009 -0.077514999999999987 -0.0063699999999999998 0.085465000000000027 -0.090134999999999993
decision_type=2 2 2 2 2 2 2 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 -3 5 17 -6 8 -1 24 12 -12 13 14 -8 -14 -17 18 -2 20 -20 22 -11 -23 -5 26 -26
right_child=4 3 -4 9 6 -7 10 -9 -10 21 11 -13 15 -15 -16 16 -18 -19 19 -21 -22 23 -24 -25 25 -27 -28
leaf_value=-0.00050758107290870664 -0.00042329062430437723 -0.00059664669091261027 0.0029076740300434858 0.00017455184407272451 0.00052553529233430871 -0.0021719344329818374 -5.4665152882075122e-05 0.00029480670835990431 7.2448538001248581e-05 0.00033166172154086375 4.5475955830790562e-05 -0.00063274995335541268 -0.00026366290750773022 -0.0004309943841090321 0.00033909549024957225 6.045302757902067e-05 0.00038011611668157624 0.00028800759175194563 -8.753748907972927e-05 -0.00026146732265233528 0.00018784241072328128 0 -0.00028633890294347376 0.00057415556034543327 0.00025473643324913398 -0.00044575695370209663 -0.00025565637933703259
leaf_weight=52 51 59 48 48 50 51 854 53 51 52 47 48 82 73 69 1090 72 59 187 86 224 47 51 65 50 49 81
leaf_count=52 51 59 48 48 50 51 854 53 51 52 47 48 82 73 69 1090 72 59 187 86 224 47 51 65 50 49 81
internal_value=0 0.000166098 0.000653493 -3.03358e-05 -3.19449e-05 -0.000171674 6.26201e-06 -3.48547e-05 -0.000212434 4.32393e-05 -4.50675e-06 -0.00028859 7.17595e-06 -5.49689e-05 -2.43422e-05 5.75899e-05 8.09645e-05 -2.26423e-06 -3.501e-05 3.1866e-06 6.05561e-05 0.00018879 1.77136e-05 0.000338811 -9.04225e-05 -0.00016563 -5.46009e-05
internal_weight=0 706 204 502 3043 658 2385 156 103 443 2335 95 2240 996 923 1244 1162 607 548 497 411 215 103 112 228 180 131
internal_count=3749 706 204 502 3043 658 2385 156 103 443 2335 95 2240 996 923 1244 1162 607 548 497 411 215 103 112 228 180 131
is_linear=0
shrinkage=0.0995203


Tree=8560
num_leaves=15
num_cat=0
split_feature=17 3 22 7 6 3 9 3 2 29 30 3 1 1
split_gain=0.00441977 0.00964358 0.00155525 0.00138749 0.00149595 0.00222673 0.00318871 0.00276828 0.00211111 0.00136412 0.0012793 0.000763994 0.00121785 0.000313894
threshold=0.51734000000000024 0.098000000000000018 0.13068500000000002 -0.075879999999999989 0.11413500000000003 0.10850000000000003 0.094835000000000017 0.09587500000000003 -0.054390000000000001 -0.085279999999999995 0.080210000000000017 0.14823500000000003 0.005935000000000001 0.10539000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 9 6 7 -6 -7 10 -5 12 -11 -13
right_child=1 -3 -4 4 5 8 -8 -9 -10 11 -12 13 -14 -15
leaf_value=0.00049232310584010732 0.00018428026093404888 -0.0016660731835322694 0.00055389785021221229 6.1830455368107739e-06 0.00030933832759095505 0.00040689187263528 -0.00014517471258605985 0.0013888781547535865 -0.00045839622158648264 -3.6751009252204953e-05 0.00075045653816369767 -8.2811940666088145e-05 0.00010931119854994717 -0.00047066873252847943
leaf_weight=63 65 48 57 50 52 49 48 47 64 2296 46 47 750 48
leaf_count=63 65 48 57 50 52 49 48 47 64 2296 46 47 750 48
internal_value=0 -0.000594466 3.73707e-05 2.88705e-05 2.02871e-05 0.00024998 0.000506085 0.000830117 -7.59383e-05 1.58491e-06 0.000371342 -9.45553e-06 -5.18151e-07 -0.000287399
internal_weight=0 113 3617 3560 3497 260 147 99 113 3237 96 3141 3046 95
internal_count=3730 113 3617 3560 3497 260 147 99 113 3237 96 3141 3046 95
is_linear=0
shrinkage=0.0995203


Tree=8561
num_leaves=13
num_cat=0
split_feature=19 6 6 22 7 3 9 0 29 30 3 9
split_gain=0.011657 0.00141464 0.00214408 0.00141251 0.00122285 0.00112534 0.00256707 0.00158361 0.00112477 0.00117541 0.000614245 0.000768563
threshold=0.14071500000000006 0.11642500000000001 0.12080000000000003 0.13068500000000002 -0.075879999999999989 0.10850000000000003 0.09143500000000003 -0.050494999999999991 -0.085039999999999991 0.085865000000000011 0.14823500000000003 0.11408000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -4 -7 9 -6 11 -10
right_child=-2 2 5 -5 8 7 -8 -9 10 -11 -12 -13
leaf_value=0.00042569899520656279 -0.0015407438999403252 0.00080294216388238451 0.00088803393747730898 0.00052460429192569338 1.6916209653396063e-05 -0.00055230337803635924 -0.00011666969602535022 0.00024284541054198029 -1.0777010823787825e-05 0.00070033512138319273 -0.0002631173364553132 0.00024404322052645378
leaf_weight=69 47 57 46 54 60 47 53 51 2987 46 91 122
leaf_count=69 47 57 46 54 60 47 53 51 2987 46 91 122
internal_value=0 3.63529e-05 0.000263231 1.93083e-05 1.0981e-05 0.000102915 0.000341894 -0.000130148 2.07776e-06 0.000321217 -8.23792e-06 -5.1432e-07
internal_weight=0 3683 254 3429 3375 197 99 98 3306 106 3200 3109
internal_count=3730 3683 254 3429 3375 197 99 98 3306 106 3200 3109
is_linear=0
shrinkage=0.0995203


Tree=8562
num_leaves=29
num_cat=0
split_feature=19 6 6 1 0 20 1 0 3 3 9 0 26 26 3 20 2 3 1 9 1 1 2 3 5 5 3 1
split_gain=0.00945335 0.00114603 0.00173704 0.00120081 0.000943187 0.000880945 0.00077462 0.00207996 0.00135387 0.00252883 0.00107032 0.00103104 0.00169011 0.00167994 0.000959631 0.00116234 0.000766556 0.00200869 0.000910059 0.000669991 0.00103728 0.00134778 0.00116419 0.00078795 0.00130073 0.000735957 0.000511591 0.000442579
threshold=0.14071500000000006 0.11642500000000001 0.12080000000000003 0.005935000000000001 -0.072039999999999979 -0.24910499999999999 0.10924000000000002 -0.087300000000000003 0.099145000000000025 0.092735000000000026 0.11222500000000002 -0.10942499999999999 -0.025024999999999999 0.089795000000000028 0.11404500000000002 -0.073489999999999986 0.094050000000000022 0.08785500000000003 -0.019239999999999997 0.084675000000000014 -0.0088199999999999997 -0.0051399999999999996 -0.086440000000000003 0.085295000000000024 -0.011204999999999998 -0.09583499999999999 0.10708000000000002 -0.054974999999999996
decision_type=2 2 2 2 2 2 2 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 16 5 -4 7 8 9 -5 11 12 -8 -13 -9 -16 19 -18 26 20 22 -22 -1 24 -21 -25 -19 -6
right_child=-2 2 4 6 27 -7 10 14 -10 -11 -12 13 -14 -15 15 -17 17 18 -20 23 21 -23 -24 25 -26 -27 -28 -29
leaf_value=-2.6402743922157968e-05 -0.00138740883499387 0.00072303320969659222 0.00015201637618336391 0.00057923925231719736 9.7838235392426953e-05 -0.00044408720421365143 -0.00041399685746171185 -0.00028482868734188343 0.00084502435208001097 -0.00028504172790366804 0.00043353813919000877 -7.1678216576173323e-06 0.00023406500658844359 -0.0006407026356128958 -0.00010769590717075779 0.00048234283337349226 -0.00078335991866079638 0.00037547822282234125 -0.00040569344600020811 0 -0.00058078744985895828 0.00012104466370109086 0.00025793817881076826 0.00027984374941486095 -0.00060426002865605801 -3.2074310137550608e-05 -4.9531115218312888e-05 0.00053918648697712874
leaf_weight=245 47 57 50 93 55 46 48 77 60 51 59 162 220 57 70 60 46 46 46 88 50 56 326 79 62 1363 65 46
leaf_count=245 47 57 50 93 55 46 48 77 60 51 59 162 220 57 70 60 46 46 46 88 50 56 326 79 62 1363 65 46
internal_value=0 3.28014e-05 0.000237034 1.74343e-05 9.22595e-05 -0.000125089 0.000112211 0.000215779 0.000441341 0.000267455 3.27522e-05 -1.41221e-05 0.00011494 -0.000175799 -2.56014e-06 0.000158333 -1.89262e-05 -0.000204249 -2.93594e-05 -1.98516e-06 8.05608e-05 -0.000202285 0.000134502 -3.76021e-05 -0.00025502 -1.44182e-05 0.000119224 0.000306954
internal_weight=0 3683 254 3429 197 96 957 411 204 144 546 487 268 219 207 130 2472 203 157 2269 677 106 571 1592 150 1442 111 101
internal_count=3730 3683 254 3429 197 96 957 411 204 144 546 487 268 219 207 130 2472 203 157 2269 677 106 571 1592 150 1442 111 101
is_linear=0
shrinkage=0.0995203


Tree=8563
num_leaves=18
num_cat=0
split_feature=19 0 6 3 2 9 1 2 1 1 0 9 9 4 9 6 3
split_gain=0.0076648 0.000952894 0.000986764 0.00141041 0.00314044 0.00199516 0.000636055 0.000751497 0.00221894 0.00100629 0.000578412 0.00205772 0.00189601 0.000932568 0.000548863 0.00100037 0.00073448
threshold=0.14071500000000006 -0.233955 0.11642500000000001 0.10850000000000003 -0.073884999999999992 0.11542500000000001 0.005935000000000001 0.094050000000000022 -0.018369999999999997 -0.50597999999999999 -0.057604999999999996 0.12912500000000005 0.10153500000000003 0.13954000000000003 0.084675000000000014 -0.01146 0.093615000000000018
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 -5 7 14 9 -9 11 13 -12 -8 15 -3 -16
right_child=-2 2 3 5 -6 -7 10 8 -10 -11 12 -13 -14 -15 16 -17 -18
leaf_value=0.00037202875801634581 -0.0012493336414833554 -8.6456909530389629e-05 -8.3258507286445213e-05 -0.00051276344461988871 0.00082768307892521094 0.00036083079723670702 0.00010580785793041288 -0.00034681187681607123 -0.00076276528939147887 0.00018785062160879337 0.00017716019112002304 0.00076220485924372852 -0.00056276097095943876 -0.00032572079698014647 -7.9325013131448935e-05 0.00016483989570083852 6.6559094410442338e-05
leaf_weight=79 47 242 67 51 81 52 643 55 52 95 89 46 55 53 1102 431 490
leaf_count=79 47 242 67 51 81 52 643 55 52 95 89 46 55 53 1102 431 490
internal_value=0 2.94714e-05 2.17354e-05 0.000212182 0.000409766 -6.37778e-05 7.23471e-06 -1.84724e-05 -0.000202439 -2.73484e-06 7.97382e-05 0.000115677 -9.97638e-05 7.1771e-05 -1.70426e-06 7.32612e-05 -3.39093e-05
internal_weight=0 3683 3604 251 148 103 3353 2467 202 150 886 742 144 696 2265 673 1592
internal_count=3730 3683 3604 251 148 103 3353 2467 202 150 886 742 144 696 2265 673 1592
is_linear=0
shrinkage=0.0995203


Tree=8564
num_leaves=30
num_cat=0
split_feature=28 5 17 9 8 2 3 4 17 26 9 3 0 0 0 8 0 0 26 5 3 0 4 0 9 9 17 2 18
split_gain=0.00759397 0.00288218 0.0323056 0.00111295 0.00271317 0.000593734 0.000843829 0.000723421 0.000574267 0.00101568 0.00261085 0.00337473 0.00257706 0.00158699 0.00158878 0.00315856 0.00148283 0.00237879 0.00127526 0.000910694 0.00285203 0.00313669 0.00231495 0.000620592 0.000594196 0.00147448 0.00146464 0.00168697 0.000775001
threshold=0.082705000000000015 -0.12429 -0.008069999999999999 0.11408000000000003 0.062560000000000018 0.13896000000000006 0.13345500000000002 0.10533000000000002 -0.011809999999999999 0.096980000000000025 0.097365000000000021 0.094970000000000013 -0.072274999999999992 -0.080614999999999992 -0.078479999999999994 -0.077784999999999993 -0.083995 -0.085684999999999997 0.089365000000000014 -0.070260000000000003 0.086605000000000029 -0.071799999999999989 0.087695000000000009 -0.078479999999999994 0.084345000000000017 0.084755000000000011 -0.033249999999999995 0.12875500000000004 -0.034774999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 -4 19 13 11 23 -12 16 -15 -16 17 -10 -18 20 -3 22 -22 -11 26 -26 27 -21 -27
right_child=-2 8 3 -5 -6 6 -8 -9 9 10 12 -13 -14 14 15 -17 18 -19 -20 24 21 -23 -24 -25 25 28 -28 -29 -30
leaf_value=0.0025611585241235961 -0.0010041593209490821 0.00090229472762305349 5.9362851135415882e-05 -0.0003190595785810591 0.0007209796569807445 0.00052603209936953512 -9.1357856110464363e-06 -0.00019854377741150217 -0.00010824937622759091 -0.00042025438901133357 0.00063278080437598769 -0.0011806069073400384 -0.00025505397070500632 0.00066256859967066468 -0.00035992468391814246 0.00049160406772052372 -6.1455216018573174e-05 0.00040768643313685688 -0.00061202150348340159 0.00010887637543271604 -0.00062319572249986256 0.00065462360000599466 0.00026583025954885143 8.0242528326800164e-05 -0.0005080408112125834 -7.5547865832280073e-05 0.00062466862591448733 -0.00048697153488241429 0.00011157681899715843
leaf_weight=54 70 48 271 78 59 49 65 176 408 46 53 50 82 60 86 86 90 113 84 406 70 55 48 48 62 596 47 53 346
leaf_count=54 70 48 271 78 59 49 65 176 408 46 53 50 82 60 86 86 90 113 84 406 70 55 48 48 62 596 47 53 346
internal_value=0 4.19402e-05 0.000215797 3.31776e-05 7.88116e-05 9.81598e-06 0.000213712 -4.03529e-05 -2.296e-06 -5.52782e-05 -0.000221819 -0.000517434 8.74396e-05 -4.27119e-06 0.000220166 6.10803e-05 -8.03692e-05 2.08102e-06 -0.000331951 3.41442e-05 0.000222938 2.97137e-05 -0.000254621 -0.000155973 5.97061e-06 -3.77684e-05 9.4375e-05 3.82912e-05 -5.94726e-06
internal_weight=0 3689 752 698 620 561 114 447 2937 1206 279 144 135 927 232 172 695 521 174 1731 221 173 118 94 1510 1004 506 459 942
internal_count=3759 3689 752 698 620 561 114 447 2937 1206 279 144 135 927 232 172 695 521 174 1731 221 173 118 94 1510 1004 506 459 942
is_linear=0
shrinkage=0.0995203


Tree=8565
num_leaves=25
num_cat=0
split_feature=28 5 20 20 5 9 5 3 26 8 3 18 0 26 0 9 3 26 26 9 3 21 18 0
split_gain=0.006158 0.00237593 0.00505481 0.0354469 0.002112 0.00083902 0.000882472 0.00165687 0.00111871 0.000798967 0.000750239 0.00148033 0.00127814 0.000846996 0.000771739 0.000684425 0.00295082 0.000646925 0.00112883 0.00121923 0.00144818 0.00123679 0.000477605 0.000640315
threshold=0.082705000000000015 -0.077634999999999996 -0.080754999999999993 -0.082784999999999984 -0.084089999999999984 0.084595000000000017 -0.061665000000000005 0.095490000000000019 0.098495000000000013 0.11446000000000002 0.11125500000000002 -0.060544999999999995 -0.052884999999999995 0.11081000000000002 0.12433000000000002 0.11351500000000002 0.14940500000000004 0.089150000000000021 0.086095000000000019 0.083925000000000013 0.086285000000000014 -0.0092899999999999996 0.086800000000000016 -0.13752999999999999
decision_type=2 2 2 2 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 22 9 17 7 8 -7 15 13 12 -12 14 -8 16 -4 18 19 21 -21 -3 23 -1
right_child=-2 5 4 -5 -6 6 10 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.00031020248952027239 -0.00090422517906980644 -0.00028415387861152424 -3.9371703539858823e-05 0.0029464028099371962 0.00052215498111563452 -0.00018100292062955906 -7.3251705450011741e-05 9.9156373701919735e-05 -0.00085516409153473124 0.00041274408591057807 0.00014661158342089314 0.00046261708261645997 -0.00043222891588019216 0.00022172573767691238 -0.00048116988810312477 -0.00031368909611581461 0.00070333532818519097 0.00035543103497486216 -0.00030979372403308917 0 0.00072327497322672457 9.0462368716114243e-05 -0.00031148853561675777 -0.00014715026058714428
leaf_weight=51 70 107 744 49 87 53 1061 68 52 46 110 84 57 91 49 69 57 69 83 48 58 467 56 73
leaf_count=51 70 107 744 49 87 53 1061 68 52 46 110 84 57 91 49 69 57 69 83 48 58 467 56 73
internal_value=0 3.77663e-05 0.00015063 0.000572883 5.34066e-05 -1.8493e-05 -6.03627e-05 -0.000273521 -0.00052267 7.99198e-06 -3.4402e-05 0.000120917 -4.60548e-05 -6.7544e-05 -9.19964e-05 -1.24678e-05 1.24581e-05 6.22999e-05 3.47184e-05 7.7973e-05 0.000388492 1.92035e-05 -6.86945e-05 3.43527e-05
internal_weight=0 3689 1232 229 1003 2457 1625 173 105 916 1452 251 167 1201 1110 870 801 832 763 680 106 574 180 124
internal_count=3759 3689 1232 229 1003 2457 1625 173 105 916 1452 251 167 1201 1110 870 801 832 763 680 106 574 180 124
is_linear=0
shrinkage=0.0995203


Tree=8566
num_leaves=16
num_cat=0
split_feature=28 1 1 18 9 9 2 24 0 9 6 26 26 9 18
split_gain=0.00499335 0.0019587 0.0330741 0.00104816 0.000613973 0.00322121 0.000518892 0.000446766 0.000595629 0.000473989 0.00108623 0.000711728 0.000688498 0.000614753 0.000571106
threshold=0.082705000000000015 0.066150000000000028 0.081675000000000011 -0.014825 0.11408000000000003 0.10125500000000003 0.13896000000000006 0.084270000000000025 -0.23032 0.084055000000000032 -0.095324999999999993 0.086255000000000012 0.087435000000000027 0.084435000000000024 -0.14343999999999998
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 -5 8 -1 10 -10 13 -13 -11 -12
right_child=-2 2 3 4 -6 -7 -8 -9 9 11 14 12 -14 -15 -16
leaf_value=-0.00031311102065747386 -0.00081423645070132021 0.0026240634956089179 -0.00045299457479767318 -7.0855831381045928e-05 -0.00023725928559185564 0.00086093347528731128 0.00018073789403348363 0.00030074973579086688 0.00040735619797253788 -0.0004124441750428463 0.00026656700634629572 0.00022680274399183837 -4.893160063945601e-06 -7.4772070093685259e-05 -8.733181544852274e-06
leaf_weight=61 70 51 49 352 75 46 105 48 84 60 85 140 1312 645 576
leaf_count=61 70 51 49 352 75 46 105 48 84 60 85 140 1312 645 576
internal_value=0 3.3987e-05 0.000186809 -1.01308e-05 2.59968e-05 6.68772e-05 -1.12585e-05 -1.52787e-07 -5.30363e-06 8.84387e-07 6.95917e-05 -2.24667e-05 1.68829e-05 -0.000104671 2.54301e-05
internal_weight=0 3689 678 627 578 503 457 3011 2963 2902 745 2157 1452 705 661
internal_count=3759 3689 678 627 578 503 457 3011 2963 2902 745 2157 1452 705 661
is_linear=0
shrinkage=0.0995203


Tree=8567
num_leaves=24
num_cat=0
split_feature=28 5 17 17 21 17 5 3 3 17 9 20 9 9 6 3 9 23 20 20 1 1 5
split_gain=0.00404872 0.00188833 0.00701249 0.0295741 0.00146386 0.00155114 0.00140628 0.00163791 0.00183498 0.00120508 0.000551835 0.000875947 0.000509266 0.00131968 0.00219152 0.00211799 0.00121226 0.000536219 0.000524827 0.000321054 0.000418713 0.00130663 0.000504856
threshold=0.082705000000000015 -0.06971999999999999 -0.010655 -0.026504999999999997 0.087625000000000022 -0.080579999999999999 -0.052494999999999993 0.092735000000000026 0.098000000000000018 -0.072659999999999988 -0.088729999999999989 -1.0000000180025095e-35 0.093825000000000033 0.11408000000000003 -0.109815 0.09940000000000003 0.09091500000000001 -0.06266999999999999 -0.094259999999999997 0.10634000000000003 -0.007069999999999999 -0.0090649999999999984 -0.019465
decision_type=2 2 2 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 -3 -9 -6 11 -8 16 14 -14 -16 17 -4 -19 20 21 -12 -22
right_child=-2 6 12 -5 9 -7 10 8 -10 -11 19 -13 13 -15 15 -17 -18 18 -20 -21 22 -23 -24
leaf_value=-5.2769523251327747e-05 -0.00073320350834759176 8.0066351325744283e-05 -0.00030884793435724262 0.002875596192100397 0.00014671522977923029 0.00061675110027315861 0.00051638341152709759 -0.0010265975998866687 -0.00012466874316824556 -0.00054622486312119408 -1.8892495518032342e-05 -5.1595074349159719e-05 0.00088272533166180891 -0.00017501160699040052 0.00045362807480139227 -0.00036261755838043849 -0.00041343263478903886 -0.00024763859125882765 5.8618646319053832e-05 0.00019256573031092619 -0.00037261407631299559 0.00044670063669604676 -5.9360842927701266e-05
leaf_weight=58 70 60 49 46 50 77 51 46 48 47 1601 52 46 89 68 58 74 60 641 71 66 62 269
leaf_count=58 70 60 49 46 50 77 51 46 48 47 1601 52 46 89 68 58 74 60 641 71 66 62 269
internal_value=0 3.05604e-05 0.000123672 0.000569676 0.000108939 0.000323041 -2.36498e-05 -0.000314309 -0.000574747 -0.0001806 -2.66447e-06 0.000221689 8.64241e-06 0.000130366 0.000293141 7.13989e-05 -2.89199e-05 7.92722e-06 3.12377e-05 -1.4229e-05 -2.19873e-05 -1.04197e-06 -0.00012352
internal_weight=0 3689 1363 278 232 135 2326 154 94 97 2172 103 1085 261 172 126 824 750 701 2069 1998 1663 335
internal_count=3759 3689 1363 278 232 135 2326 154 94 97 2172 103 1085 261 172 126 824 750 701 2069 1998 1663 335
is_linear=0
shrinkage=0.0995203


Tree=8568
num_leaves=16
num_cat=0
split_feature=3 17 3 17 28 1 17 6 6 18 17 9 0 1 5
split_gain=0.00422595 0.0141352 0.00986212 0.0330619 0.0013847 0.000835061 0.00130898 0.000799877 0.00277454 0.000920272 0.000573663 0.00179546 0.000701141 0.000373842 0.000536508
threshold=0.081685000000000021 0.0084900000000000028 0.084855000000000028 0.052150000000000009 0.084260000000000015 -0.50954999999999984 -0.56005499999999986 0.085570000000000021 0.087075000000000027 0.083830000000000029 -0.42946499999999999 0.097910000000000011 -0.070374999999999993 -0.057259999999999998 -0.44524499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 7 5 -4 -7 9 -9 -2 11 -8 -12 -1 -15
right_child=2 -3 4 -5 -6 6 10 8 -10 -11 12 -13 -14 14 -16
leaf_value=-0.00011832462314280185 -0.00043451238343519426 0.0019349368795728004 0.00030056124022047049 -0.002591753048647089 0.00046967629378988791 -0.000432426348545041 -2.8297128993525098e-06 0.00065963760430316157 -0.00028069868003211836 0.00010845038538600335 1.0889242896013412e-05 0.00051455903479042406 -0.00012383686844249169 -9.7082231057534762e-05 0.00029089684945784018
leaf_weight=88 83 47 90 64 64 70 268 54 72 46 2100 87 466 54 90
leaf_count=88 83 47 90 64 64 70 268 54 72 46 2100 87 466 54 90
internal_value=0 0.00036075 -4.17759e-05 -0.000569085 1.14492e-05 1.66496e-06 -7.05521e-06 -5.82237e-05 0.000115806 -0.000234552 2.8583e-06 0.000121661 -1.32587e-05 3.83123e-05 0.00013972
internal_weight=0 279 3464 319 3145 3081 2991 255 126 129 2921 355 2566 232 144
internal_count=3743 279 3464 319 3145 3081 2991 255 126 129 2921 355 2566 232 144
is_linear=0
shrinkage=0.0995203


Tree=8569
num_leaves=17
num_cat=0
split_feature=3 3 3 17 26 28 17 9 10 10 5 17 20 19 20 36
split_gain=0.00362641 0.0162243 0.00944033 0.0331247 0.00124011 0.00112862 0.000615878 0.00124533 0.000556848 0.00204253 0.00064182 0.000923228 0.000714741 0.000437615 0.000438259 0.000860284
threshold=0.082595000000000016 0.080495000000000025 0.084855000000000028 0.052150000000000009 0.08734500000000002 0.082705000000000015 -0.011809999999999999 0.083715000000000026 0.09056500000000002 0.086165000000000019 0.11083500000000003 -0.17921000000000001 -0.083495 0.072660000000000016 -0.014955 0.088220000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 6 8 7 -2 9 10 11 -4 -12 14 -1 -16
right_child=2 -3 5 -5 -6 -7 -8 -9 -10 -11 12 -13 -14 -15 15 -17
leaf_value=-0.00014453079236854567 -0.00044049815684130242 0.0019772816876869204 -0.00044343515641389616 -0.0028066864124797523 0.00024701823356790395 0.00041443450590639082 -0.00048243423744907376 0.0002622717441980129 0.00030961499179981528 -0.00056519381163761255 -0.00012702892518895678 -6.2844804094605133e-06 0.00015140306012351298 -0.00027021182002624696 -5.3349902145849662e-05 0.00042841757821138226
leaf_weight=65 48 49 49 54 78 67 62 51 57 63 109 2309 491 48 77 66
leaf_count=65 48 49 49 54 78 67 62 51 57 63 109 2309 491 48 77 66
internal_value=0 0.000318205 -3.97702e-05 -0.000580112 -7.36106e-05 1.03098e-05 -0.000234031 -7.01963e-05 1.24707e-06 -4.30021e-06 7.36905e-06 -1.57158e-05 9.94569e-05 0 6.31532e-05 0.00016328
internal_weight=0 305 3438 293 239 3145 161 99 3078 3021 2958 2358 600 256 208 143
internal_count=3743 305 3438 293 239 3145 161 99 3078 3021 2958 2358 600 256 208 143
is_linear=0
shrinkage=0.0995203


Tree=8570
num_leaves=17
num_cat=0
split_feature=3 4 3 9 27 6 2 1 4 8 22 1 2 4 1 8
split_gain=0.00306613 0.0138782 0.00687561 0.027514 0.00102356 0.000900311 0.00146588 0.00125014 0.000675218 0.00178279 0.000722247 0.000577565 0.000981402 0.000451591 0.000337872 0.00050777
threshold=0.081685000000000021 0.078295000000000017 0.084855000000000028 0.08488500000000003 0.10868000000000001 0.087575000000000028 -0.086169999999999983 -0.082195000000000004 0.13271500000000006 -0.08237499999999999 0.12975500000000004 -0.50954999999999984 -0.24151999999999998 0.14699000000000004 -0.064534999999999995 -0.080659999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 8 6 -2 -8 10 13 11 -4 -13 -10 -3 -16
right_child=2 14 4 -5 -6 -7 7 -9 9 -11 -12 12 -14 -15 15 -17
leaf_value=0.0018874137164063476 -0.00041813002331094785 -0.00018150281667799368 0.00025090280140103782 -0.0022187137695865713 0.00036292902449832428 0.00032613333518620034 0.00047838165892643783 -0.00021652753882915512 0.00025057319570188853 -0.00068439941298044198 0.00040201101661869592 -0.00039222151778888636 4.966994776195085e-06 -0.00017825755479498184 -8.4615308732530903e-05 0.0002657981095244374
leaf_weight=46 81 73 91 70 79 67 54 47 50 51 46 63 2719 46 84 76
leaf_count=46 81 73 91 70 79 67 54 47 50 51 46 63 2719 46 84 76
internal_value=0 0.000307691 -3.51671e-05 -0.00047546 9.23193e-06 1.13237e-05 -0.00010007 0.000146903 0 -0.000207997 1.0599e-05 4.04715e-06 -3.73332e-06 3.65645e-05 -6.72683e-07 7.67147e-05
internal_weight=0 279 3464 319 3145 249 182 101 3066 147 2919 2873 2782 96 233 160
internal_count=3743 279 3464 319 3145 249 182 101 3066 147 2919 2873 2782 96 233 160
is_linear=0
shrinkage=0.0995203


Tree=8571
num_leaves=22
num_cat=0
split_feature=18 18 3 18 18 17 0 1 1 9 4 1 0 0 2 2 17 1 2 17 20
split_gain=0.00295823 0.0180998 0.0131846 0.00150418 0.0146448 0.00201304 0.00208621 0.000903548 0.00245667 0.00218398 0.00138686 0.00231719 0.000878329 0.00108778 0.00118484 0.00216339 0.00214934 0.000845644 0.000680563 0.000605362 0.000237421
threshold=-0.096219999999999986 -0.09404499999999999 0.08345000000000001 0.088735000000000022 0.090025000000000022 -0.56005499999999986 0.12433000000000002 -0.049499999999999995 -0.072579999999999992 0.093825000000000033 0.10845500000000002 -0.0068249999999999995 -0.080324999999999994 -0.068604999999999985 -0.07360499999999999 0.097285000000000024 -0.47367999999999999 -0.17548999999999998 -0.087944999999999995 0.25342000000000009 -0.072005
decision_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 -5 -3 17 8 9 -6 11 -9 18 20 16 -16 -15 -7 -4 -19 -14
right_child=1 3 12 4 7 6 -8 10 -10 -11 -12 -13 13 14 15 -17 -18 19 -20 -21 -22
leaf_value=0.001747046920466175 -0.0019235963297678709 -0.00061762667363229212 7.760607146307221e-05 -0.0018364261480893599 -0.00016796137579956616 -0.00030303658702243122 0.00064573104033522819 0.00065642620101577899 -0.00069909159096684154 0.00034774352619965857 -0.0002766878639158048 0 0.00052379003076425876 0.00014378438156940771 0.0006100212581530175 -0.0002681906310195635 -0.00074603334480317441 1.4920106412557525e-05 -0.00034250802123527574 0.0001711927064822335 0.00020402217545873678
leaf_weight=50 50 47 66 47 295 75 55 80 62 112 72 164 63 62 65 47 46 1862 83 286 54
leaf_count=50 50 47 66 47 295 75 55 80 62 112 72 164 63 62 65 47 46 1862 83 286 54
internal_value=0 -4.47941e-05 0.000207729 -1.47786e-05 -0.000129779 2.60221e-05 3.96613e-05 -2.65545e-05 -0.000115021 -2.40361e-05 0.000102155 0.0002173 4.76789e-05 0.000137917 3.74946e-06 0.000234177 -0.000227632 2.42981e-05 -0.000150923 3.61085e-05 0.000383202
internal_weight=0 3207 536 3157 832 2325 2278 785 469 407 316 244 486 337 220 112 108 2223 149 2148 117
internal_count=3743 3207 536 3157 832 2325 2278 785 469 407 316 244 486 337 220 112 108 2223 149 2148 117
is_linear=0
shrinkage=0.0995203


Tree=8572
num_leaves=31
num_cat=0
split_feature=9 9 2 9 26 2 18 8 3 9 17 17 1 26 27 3 8 8 9 9 0 8 0 18 3 18 27 5 9 17
split_gain=0.00449396 0.013473 0.0630516 0.00213172 0.00969081 0.0120098 0.00183501 0.00155207 0.00128896 0.00114655 0.00178368 0.00201193 0.00133271 0.000978903 0.0017293 0.00181863 0.000750126 0.000651836 0.00128548 0.000938999 0.000621917 0.00075903 0.000791322 0.000535842 0.00170929 0.000718644 0.00056316 0.000619558 0.000525497 0.00113145
threshold=0.083925000000000013 0.081095000000000014 -0.085759999999999989 0.087695000000000009 0.089005000000000015 -0.082904999999999993 -0.025879999999999997 -0.08595499999999999 0.087570000000000023 0.084535000000000013 -0.011514999999999999 0.0031350000000000006 -0.089520000000000002 -0.23202999999999999 0.092265000000000028 0.086465000000000028 -0.11550499999999998 -0.084184999999999996 0.088610000000000008 0.088510000000000019 -0.14574499999999999 -0.409445 -0.11170000000000001 0.088635000000000019 0.10871500000000002 0.038665000000000012 -0.032854999999999995 0.2686150000000001 0.085280000000000022 -0.013885
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 7 -6 -3 8 28 -9 12 -12 -11 -5 15 -15 20 19 -19 -17 -1 22 -22 25 -25 26 -18 -28 29 -2
right_child=3 2 -4 13 5 -7 -8 9 -10 10 11 -13 -14 14 -16 17 23 18 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00039911581575244993 0.00059246653984585155 -0.00029702155537395176 -0.0041054299157196822 -0.00037682754148032471 0.00024147078940461443 0.002278014037381087 0.0004346654489978441 -0.00041260663433679868 0.00055573437695819535 0.0001922580144310098 0.00078918370663079559 -2.0757230005706306e-05 -0.00038753701791587427 -0.00051656815650967124 0.00051854650295625471 -0.00041048776401105496 0.00015152813516166339 0.00041126898993198307 1.728985586381378e-05 -1.2505848401283064e-05 -0.00044189578092552415 0.00031877923177099898 6.7735837062480827e-05 0.00035214276009634188 -0.00036436178363769673 -0.00048403020620134244 -0.00017601640929968546 0.00013233508287143123 -0.00010063933296697631 -2.1168392263792389e-05
leaf_weight=59 48 59 47 67 79 46 78 84 81 56 49 75 121 67 64 79 80 89 1132 247 46 60 82 91 51 51 425 73 86 72
leaf_count=59 48 59 47 67 79 46 78 84 81 56 49 75 121 67 64 79 80 89 1132 247 46 60 82 91 51 51 425 73 86 72
internal_value=0 -0.000175777 -0.000959651 5.76852e-05 0.000192556 0.000997468 0.000113584 4.1615e-05 0.000217614 -8.74578e-05 5.61728e-07 0.000292698 -0.000199474 -3.44583e-06 1.09749e-05 -8.64468e-06 -3.32904e-05 1.28241e-05 4.66779e-05 -0.00011146 0.000116277 2.3159e-05 -0.000109018 -8.2268e-05 8.90416e-05 -0.000122244 -8.89048e-05 -0.000129172 8.06896e-05 0.000217464
internal_weight=0 1202 184 2542 797 125 137 672 287 385 301 124 177 1745 1678 1614 1018 1547 1221 326 247 188 128 771 142 629 578 498 206 120
internal_count=3744 1202 184 2542 797 125 137 672 287 385 301 124 177 1745 1678 1614 1018 1547 1221 326 247 188 128 771 142 629 578 498 206 120
is_linear=0
shrinkage=0.0995203


Tree=8573
num_leaves=28
num_cat=0
split_feature=8 8 9 8 8 9 2 0 5 3 20 3 5 20 18 2 5 0 8 8 1 20 0 0 18 1 1
split_gain=0.00372409 0.0117755 0.0467843 0.00961722 0.00126584 0.00174796 0.00122682 0.00112621 0.000873595 0.00283815 0.00126733 0.00124407 0.00152872 0.00159213 0.00151601 0.00184217 0.000994418 0.000828068 0.00127217 0.000472116 0.000429521 0.000620731 0.000792168 0.000663192 0.000337786 0.000946719 0.000253269
threshold=-0.092094999999999996 -0.105475 0.083925000000000013 -0.091134999999999994 -0.07743499999999999 0.094085000000000016 -0.069459999999999994 -0.078954999999999984 -0.46244499999999994 0.11578500000000001 -0.042414999999999994 0.087745000000000031 -0.092514999999999986 -0.077579999999999996 -0.1394 0.08666500000000002 -0.079124999999999987 -0.078479999999999994 -0.079585000000000003 -0.09547499999999999 0.0049450000000000015 -0.050459999999999998 -0.14574499999999999 -0.098180000000000003 0.090285000000000018 -0.080689999999999998 -0.10771499999999999
decision_type=2 2 2 2 2 2 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 -2 5 6 17 -8 9 10 -6 14 13 -13 -10 -16 -14 18 -5 -4 24 -22 -23 -24 26 -26 -1
right_child=3 2 19 4 8 -7 7 -9 11 -11 -12 12 16 -15 15 -17 -18 -19 -20 -21 21 22 23 -25 25 -27 -28
leaf_value=-2.4095738421441701e-05 0.0013598689394090687 -0.0032508208780388089 -9.2274885137983868e-05 8.0036812197833854e-05 -0.00033419449428919443 0.00051871355104262371 -0.00053594480100692366 4.3836009123948137e-05 0.00029155658383992139 -0.00089419018096961375 0.00027344291983461163 -0.00020607597535936755 -0.00037769178114044653 0.000439514949735905 -0.00016534144466897905 -0.00085299374051776855 -8.5383520481307338e-07 -0.00021995697859216484 0.00054512612261464516 0.0002526707126391534 0.00046450058352208966 0.00038374829303574768 -0.00036467336757565436 0.00014141846942380604 8.257377554373669e-05 -0.0004722167520881967 0.00024943044321972945
leaf_weight=79 53 58 89 949 65 85 64 64 47 50 71 49 75 147 179 51 982 80 63 68 52 50 49 51 69 52 53
leaf_count=79 53 58 89 949 65 85 64 64 47 50 71 49 75 147 179 51 982 80 63 68 52 50 49 51 69 52 53
internal_value=0 -0.000228057 -0.000835249 3.07954e-05 7.20733e-06 8.13147e-05 5.01691e-05 -0.000239659 -4.86735e-05 -0.000252784 -1.09527e-05 -2.3325e-05 1.82679e-05 0.000273941 -0.000214425 -0.00032138 -2.83671e-05 8.48913e-05 0.000109799 5.19142e-05 5.70594e-05 0.000165859 5.68718e-05 -9.83803e-05 -2.65724e-05 -0.000149083 7.95275e-05
internal_weight=0 670 215 3074 3021 1305 1220 128 1716 186 136 1530 1253 196 277 230 1057 1092 1012 157 455 202 150 100 253 121 132
internal_count=3744 670 215 3074 3021 1305 1220 128 1716 186 136 1530 1253 196 277 230 1057 1092 1012 157 455 202 150 100 253 121 132
is_linear=0
shrinkage=0.0995203


Tree=8574
num_leaves=19
num_cat=0
split_feature=8 6 6 8 6 19 10 17 3 5 4 3 1 1 1 0 3 17
split_gain=0.00301229 0.0102745 0.0461595 0.00779885 0.0011705 0.00102808 0.000812738 0.00218953 0.000887316 0.000724238 0.000490557 0.00119722 0.000570013 0.00142875 0.000475388 0.000662439 0.000431685 0.000399817
threshold=-0.092094999999999996 0.066135000000000013 0.085465000000000027 -0.091134999999999994 -0.47287499999999999 0.14071500000000006 0.086275000000000018 -0.55026999999999993 0.099655000000000021 -0.53313499999999991 0.13491500000000003 0.12212000000000002 0.0049450000000000015 0.18123500000000006 -0.078729999999999994 -0.087724999999999984 0.14940500000000004 -0.069799999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 -2 -5 6 7 8 -6 -9 11 12 17 -14 15 -4 -12 -1
right_child=3 2 14 4 5 -7 -8 9 -10 -11 16 -13 13 -15 -16 -17 -18 -19
leaf_value=7.4764535742832832e-05 0.0012245346354769215 -0.0035288543770470673 6.741146481829904e-05 -0.00042107822516119478 -0.00016796775310948188 0.00048276158081252916 0.00030075936557445466 -0.00028396627252695844 -0.00076495541617739799 2.5101012922015009e-05 -0.00031944297919631607 0.00054967180278954215 0.00062809552648729425 -4.618208844065027e-05 0.00022106823350434375 -0.0004149264178466107 7.089327725274252e-05 -0.00023565379214865795
leaf_weight=75 53 47 65 62 60 46 91 77 48 2637 54 55 48 83 59 47 53 84
leaf_count=75 53 47 65 62 60 46 91 77 48 2637 54 55 48 83 59 47 53 84
internal_value=0 -0.000205117 -0.00076658 2.76776e-05 6.40915e-06 1.5643e-05 7.98553e-06 -1.16536e-06 -0.000440876 1.60307e-05 6.38657e-05 0.000122782 3.89975e-05 0.000194633 -2.57032e-06 -0.000127689 -0.000118448 -8.40815e-05
internal_weight=0 670 218 3074 3021 2959 2913 2822 108 2714 452 345 290 131 171 112 107 159
internal_count=3744 670 218 3074 3021 2959 2913 2822 108 2714 452 345 290 131 171 112 107 159
is_linear=0
shrinkage=0.0995203


Tree=8575
num_leaves=33
num_cat=0
split_feature=26 26 17 17 11 0 0 29 5 26 1 17 21 17 2 8 0 8 2 1 18 0 8 6 10 21 21 1 26 8 2 18
split_gain=0.00352393 0.0459497 0.00190404 0.00645433 0.00180635 0.00118113 0.00109458 0.00108495 0.00106691 0.00310144 0.00264138 0.00112513 0.00158008 0.00117856 0.000973755 0.00137322 0.00201604 0.00189768 0.00115954 0.0020935 0.00577174 0.00480946 0.000732492 0.000756019 0.000663225 0.00064692 0.0008283 0.00076217 0.000742207 0.000536379 0.000520759 0.00012008
threshold=0.083705000000000016 0.082250000000000031 0.053575000000000012 0.066010000000000027 -0.37931999999999999 -0.080674999999999983 -0.079805000000000001 -0.08781499999999999 -0.040404999999999996 0.096980000000000025 -0.06921999999999999 0.40057000000000009 0.08846500000000003 0.12439000000000001 -0.086169999999999983 -0.081415000000000001 -0.084759999999999988 -0.085764999999999994 -0.084869999999999987 -0.083284999999999984 -0.010395 -0.082339999999999983 -0.47145500000000001 -0.47287499999999999 0.086275000000000018 0.10366000000000002 0.11754000000000002 -0.09225499999999999 0.11819500000000002 -0.085499999999999993 -0.096314999999999998 0.089775000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 14 -7 -6 11 10 -10 13 -13 -5 15 16 17 -2 29 20 -20 -21 -9 -24 -25 27 -27 30 -29 -16 -8 -15
right_child=2 -3 3 8 7 6 25 22 9 -11 -12 12 -14 31 18 -17 -18 -19 19 21 -22 -23 23 24 -26 26 -28 28 -30 -31 -32 -33
leaf_value=-0.00059629954858988424 -0.00024471142330581558 -0.0027389027555082797 0.0010705919175953127 -0.00017518654069247056 0.00037752339827448527 -0.00049720755030300222 -8.7589040408556727e-05 0.00027728242007342343 7.3683896869115018e-05 -0.00033475469096504607 0.00086275035764441172 -0.00052565727334305176 0.00016406189381469968 0.00050254614974548401 0.0007203420645746603 0.00038195638088457066 -0.00058397860652600062 0.00050946229822078164 -0.0010173895338109055 7.6291465769637857e-05 0.00038724243894419012 0.0011279365218727381 -0.00037810185275110366 -3.6482873648985994e-05 0.00024383594153820688 0.00046733620633450964 -4.8238028438839074e-05 -9.4894225022348184e-05 -0.00044875873939534454 0.00021183632482858576 0.00036570710304286439 0.00022472560715347656
leaf_weight=51 87 64 77 64 74 61 47 80 87 64 86 81 53 47 46 51 81 53 56 446 59 48 60 1115 90 49 77 268 79 48 49 46
leaf_count=51 87 64 77 64 74 61 47 80 87 64 86 81 53 47 46 51 81 53 56 446 59 48 60 1115 90 49 77 268 79 48 49 46
internal_value=0 -0.000128423 6.78483e-05 0.000218377 -1.42127e-05 1.05971e-05 -9.50197e-05 6.13113e-06 9.25446e-05 0.000249716 0.000470669 -3.26481e-05 -0.000246749 0.000144873 7.96814e-05 -7.82803e-05 -0.000188193 3.49499e-05 0.000141963 9.00806e-05 -0.000289634 0.000180133 -1.36937e-05 -3.27425e-05 -1.48668e-05 -5.04641e-05 0.000145766 -0.000108125 -0.000177816 0.000469389 0.000135254 0.000373932
internal_weight=0 1534 2210 605 1470 1605 630 1419 528 237 173 291 134 157 975 272 221 140 703 609 115 494 1345 1265 1205 569 126 443 347 94 96 93
internal_count=3744 1534 2210 605 1470 1605 630 1419 528 237 173 291 134 157 975 272 221 140 703 609 115 494 1345 1265 1205 569 126 443 347 94 96 93
is_linear=0
shrinkage=0.0995203


Tree=8576
num_leaves=27
num_cat=0
split_feature=28 3 3 3 5 2 3 4 2 3 4 0 0 21 8 2 10 3 5 7 20 21 21 17 4 8
split_gain=0.0125139 0.000831227 0.00168139 0.00200373 0.00936384 0.00141623 0.0011664 0.00262834 0.00144091 0.0011565 0.00111928 0.00105686 0.0023491 0.000891861 0.00104847 0.000781886 0.00116579 0.000756682 0.00074513 0.000698396 0.000502922 0.00052925 0.000431383 0.000506612 0.000759075 0.000660951
threshold=0.080375000000000016 0.11125500000000002 0.087515000000000023 0.08895500000000002 0.063170000000000018 -0.079149999999999984 0.10892000000000003 0.10495500000000003 0.096520000000000022 0.083055000000000018 0.083555000000000018 -0.083694999999999992 -0.085605000000000001 0.085955000000000018 -0.077259999999999995 -0.082904999999999993 0.086690000000000031 0.086285000000000014 0.51524500000000006 0.018455000000000003 0.14849500000000004 0.11932500000000003 0.084260000000000015 -0.0064000000000000003 0.12631500000000004 -0.01187
decision_type=2 2 2 2 2 2 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 15 7 8 -5 22 13 12 -4 14 -11 16 -3 -15 19 20 21 -7 23 25 -25 -1
right_child=-2 5 3 6 -6 18 -8 -9 -10 10 -12 -13 -14 17 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.00033901596184265459 0.0012366040339130704 -4.6942369513743163e-05 3.6123589496016935e-05 -1.750531477368221e-05 -0.0014983942976306037 5.7183289882313857e-05 -0.00042833828734060032 0.00066064988677879072 -0.00041484928384997007 9.4256304855638157e-05 0.0005892275506998348 0.00020562157746848158 -0.00070953973068365358 0.00014372206781003614 -0.00031133309039071191 0.00068924213148792446 0.0005870690916029525 0.00065898116121954628 -0.00034870357761655573 -0.00030295552441369513 -0.00021221789980227412 0.0003175349895989507 -0.00033059216970574056 -0.00041837035539116316 5.3727822804201213e-05 -0.00014247820506014505
leaf_weight=62 82 71 123 1250 55 350 73 54 98 534 50 89 62 85 71 48 46 47 51 50 49 104 63 63 67 49
leaf_count=62 82 71 123 1250 55 350 73 54 98 534 50 89 62 85 71 48 46 47 51 50 49 104 63 63 67 49
internal_value=0 -6.32571e-06 -3.0964e-05 -9.01379e-05 -0.000312587 8.53638e-05 -3.99655e-05 -1.91596e-05 -4.69996e-05 6.61315e-05 0.000130261 -7.15719e-05 -0.00020935 9.80127e-05 4.53051e-05 0.000343975 0.00019533 0.000333387 1.33612e-05 4.82327e-05 8.47696e-05 0.000118626 -9.71952e-05 -3.27859e-05 -0.000168761 0.00011909
internal_weight=0 3664 2895 1804 329 769 1475 1402 1348 1091 787 274 185 737 605 165 117 132 604 553 503 454 304 241 130 111
internal_count=3746 3664 2895 1804 329 769 1475 1402 1348 1091 787 274 185 737 605 165 117 132 604 553 503 454 304 241 130 111
is_linear=0
shrinkage=0.0995203


Tree=8577
num_leaves=33
num_cat=0
split_feature=28 18 18 17 26 5 18 26 0 3 0 26 20 26 3 18 0 26 26 26 3 18 5 4 0 1 26 11 18 3 1 5
split_gain=0.0101469 0.00132824 0.00237614 0.0102213 0.00131589 0.00156586 0.00103405 0.00297914 0.00129341 0.00177947 0.00166687 0.000955179 0.000870755 0.00082526 0.00098535 0.00106878 0.00267105 0.00138392 0.000779722 0.00212858 0.000938951 0.00102791 0.00186238 0.000770348 0.00165679 0.000716942 0.000699468 0.00107453 0.000645996 0.000735131 0.000529666 0.000447644
threshold=0.080375000000000016 -0.046804999999999992 -0.090899999999999995 -0.10337499999999999 0.096980000000000025 0.049800000000000011 -0.011569999999999999 0.091195000000000012 -0.086414999999999992 0.084620000000000015 -0.084084999999999993 0.090020000000000031 -0.0088249999999999978 0.088605000000000017 0.11868500000000003 0.11061000000000003 -0.070134999999999989 0.11861500000000001 0.090545000000000028 0.093835000000000016 0.089165000000000022 -0.14624999999999996 0.066275000000000014 0.09939000000000002 -0.068604999999999985 -0.07825 -0.231015 -0.084384999999999988 0.10435500000000002 0.08622500000000001 0.031740000000000011 0.51100000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 5 11 7 8 9 -3 -10 -5 -12 25 15 16 -15 -17 20 -20 21 -1 -23 24 -22 28 -27 -28 29 -8 -16 -21
right_child=-2 6 3 4 -6 -7 13 -9 10 -11 12 -13 -14 14 30 17 -18 -19 19 31 23 22 -24 -25 -26 26 27 -29 -30 -31 -32 -33
leaf_value=-0.00022064078728128427 0.0011135368949107716 -0.00066896166245531362 -0.0013134058582920747 1.2092555692214881e-05 -0.00046358493197814408 0.00053553952858353905 0.00012498997109206344 0.00077820846918281593 0.00072897133583742463 0.00012214492511929145 0.00032428060618460141 -0.00035480231765865701 -0.00026115101085808997 -6.7919393320447824e-05 0.00045978074825052699 -7.8280787120455758e-05 -0.00064729734092149179 0.00053917907176638264 0.00075971250484411579 0.00016936168549051383 -1.9011098258273701e-05 4.1378666697927967e-05 0.00075876155572441803 0.00012917446429736831 -0.00062588177435924936 0.00036618079784017437 -0.00032048407221098237 2.8362851911874402e-05 -6.4580937465755884e-05 0.00046374563349755194 0 -0.00022526172039769488
leaf_weight=67 82 48 76 292 73 47 198 70 47 65 47 91 54 343 46 138 104 48 51 61 117 144 49 65 75 52 98 802 83 101 59 53
leaf_count=67 82 48 76 292 73 47 198 70 47 65 47 91 54 343 46 138 104 48 51 61 117 144 49 65 75 52 98 802 83 101 59 53
internal_value=0 -5.67395e-06 -8.85838e-05 -0.00023704 -7.27807e-05 -4.53108e-06 3.74932e-05 0.000200976 4.30267e-05 -0.000206656 0.000239194 -7.29435e-05 3.17238e-06 1.09819e-05 -7.29711e-05 -0.000120626 -0.00020455 7.66626e-05 3.62513e-05 0.000225076 -2.24285e-05 0.000109057 0.000227754 -0.000158635 -0.000260334 5.80403e-05 1.09044e-05 -8.71313e-06 0.000173367 0.000242157 0.000206522 -6.92267e-06
internal_weight=0 3664 1261 579 503 430 2403 331 261 113 148 383 101 2072 738 633 447 186 682 165 517 260 193 257 192 1334 952 900 382 299 105 114
internal_count=3746 3664 1261 579 503 430 2403 331 261 113 148 383 101 2072 738 633 447 186 682 165 517 260 193 257 192 1334 952 900 382 299 105 114
is_linear=0
shrinkage=0.0995203


Tree=8578
num_leaves=18
num_cat=0
split_feature=28 6 6 6 2 8 5 6 3 3 8 8 5 10 10 27 12
split_gain=0.00822639 0.00143572 0.0162203 0.00203771 0.000876267 0.00149157 0.00223184 0.00326894 0.00212292 0.0014506 0.00111073 0.00180295 0.00265854 0.000690804 0.000931493 0.00068221 0.000741957
threshold=0.080375000000000016 0.092120000000000021 0.093245000000000022 0.091025000000000023 -0.077544999999999989 -0.069939999999999988 -0.040404999999999996 0.11690000000000002 0.097595000000000029 0.11275500000000002 -0.067434999999999981 -0.083294999999999994 -0.0071849999999999995 0.091870000000000021 0.086165000000000019 -0.025179999999999998 -0.086019999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 13 10 6 -6 -8 -7 -10 11 -4 -13 14 15 -1 -17
right_child=-2 2 4 -5 5 8 7 -9 9 -11 -12 12 -14 -15 -16 16 -18
leaf_value=-0.00030274010336356789 0.0010027174458570678 -0.0018607739914216828 -8.3191764555050628e-05 0.00056775814330713831 -0.0007124245368192064 0.0006808823264662342 0.00052013874769243592 -0.00053187286772278975 -0.00054228396855902461 0.00014146453742617252 -0.00020532145344359163 0.0010233353194651956 5.6859336281725914e-05 0.00036162505425065472 -0.00032932010219960129 -0.00034451052306229933 3.058636036581581e-05
leaf_weight=65 82 50 86 67 76 47 57 60 47 86 68 54 63 55 80 53 2650
leaf_count=65 82 50 86 67 76 47 57 60 47 86 68 54 63 55 80 53 2650
internal_value=0 -5.00581e-06 -0.000134066 2.4876e-05 0 -9.89545e-05 -0.000292273 -1.23576e-05 0.000103778 -9.40059e-05 0.000136189 0.00025462 0.000509922 1.20645e-05 5.02639e-06 1.49853e-05 2.29287e-05
internal_weight=0 3664 694 2970 644 373 193 117 180 133 271 203 117 2903 2848 2768 2703
internal_count=3746 3664 694 2970 644 373 193 117 180 133 271 203 117 2903 2848 2768 2703
is_linear=0
shrinkage=0.0995203


Tree=8579
num_leaves=33
num_cat=0
split_feature=28 18 18 5 26 3 26 18 26 18 5 2 2 0 4 18 17 26 9 9 18 26 9 3 3 1 4 4 9 18 9 18
split_gain=0.00667073 0.00107805 0.00192189 0.00830071 0.00168688 0.00145575 0.00125782 0.000797975 0.00241019 0.00116558 0.00228683 0.0023054 0.000758209 0.00110839 0.00226321 0.00120842 0.000691823 0.000643792 0.00141656 0.00138679 0.00302819 0.000988156 0.000821685 0.00301763 0.00147301 0.000601838 0.000725484 0.00106467 0.000689082 0.00140641 0.00103058 0.000534792
threshold=0.080375000000000016 -0.046804999999999992 -0.090899999999999995 0.065520000000000023 0.096980000000000025 0.095135000000000011 0.090020000000000031 -0.011569999999999999 0.091195000000000012 -0.013734999999999999 -0.0091849999999999987 -0.084924999999999987 0.097285000000000024 -0.050494999999999991 0.088435000000000027 -0.099739999999999995 -0.023964999999999997 0.089150000000000021 0.09271500000000002 0.087695000000000009 0.090725000000000014 0.10519000000000002 0.11351500000000002 0.11275500000000002 0.11553000000000002 -0.003735 0.14039500000000002 0.12205500000000002 0.087495000000000031 0.10435500000000002 0.084485000000000018 -0.092864999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 5 6 -4 8 9 10 -3 -12 13 15 -15 16 -1 25 19 21 -21 -19 23 -20 -24 28 27 -27 30 -30 -9 -17
right_child=-2 7 3 -5 -6 -7 -8 17 -10 -11 11 -13 -14 14 -16 31 -18 18 22 20 -22 -23 24 -25 -26 26 -28 -29 29 -31 -32 -33
leaf_value=-3.4223855432318067e-05 0.00090292675009272965 -0.00052829381739203046 3.4860799491494914e-05 -0.0012055115038736412 -0.00051415808505536902 0.00047951814964731208 -0.00038954752629582801 0.0001722853479872862 0.00069722863018971057 0.00045429491265040468 0.00058062091809950441 -0.00023093743418393023 -0.00025470174938898449 0.00082076055090347813 -4.5936079398330143e-05 0.00037825125820162292 -0.00041631475912112863 0.00021440822094777098 3.5544738114179328e-06 -0.00079668835931532482 -8.7928742819674907e-06 -0.00034435508034979818 0.00022827153712404907 0.00089484699564611571 -0.00053379724479052067 8.8780471284222843e-06 0.00027183281129591452 -0.00033232424908711649 0.00056173344847682113 -1.145282644125904e-05 -0.00011750985586412644 5.067461202085529e-06
leaf_weight=261 82 71 288 73 72 56 90 312 70 53 68 69 79 54 63 95 59 93 217 93 105 47 46 46 53 512 78 109 90 75 196 71
leaf_count=261 82 71 288 73 72 56 90 312 70 53 68 69 79 54 63 95 59 93 217 93 105 47 46 46 53 512 78 109 90 75 196 71
internal_value=0 -4.50763e-06 -7.92248e-05 -0.00021276 -6.79192e-05 4.22501e-06 -6.40232e-05 3.43603e-05 0.000178013 3.56233e-05 -6.71218e-05 0.000165905 3.29429e-05 7.19853e-05 0.000347081 4.07414e-06 -0.00010723 1.10168e-05 -6.61398e-05 -0.00021325 -0.000383 2.0976e-05 6.89563e-05 0.000162559 -0.000171436 5.09791e-05 -1.26432e-05 -4.96927e-05 0.000118276 0.000296233 5.88631e-05 0.000223568
internal_weight=0 3664 1261 579 506 434 378 2403 331 261 208 137 682 603 117 486 320 2072 700 338 198 140 362 263 99 1372 699 621 673 165 508 166
internal_count=3746 3664 1261 579 506 434 378 2403 331 261 208 137 682 603 117 486 320 2072 700 338 198 140 362 263 99 1372 699 621 673 165 508 166
is_linear=0
shrinkage=0.0995203


Tree=8580
num_leaves=22
num_cat=0
split_feature=3 18 3 8 0 0 2 3 5 21 10 21 18 18 0 2 4 18 5 17 4
split_gain=0.00303153 0.0220513 0.00301795 0.00462318 0.00878215 0.00116108 0.00102036 0.000834083 0.000787868 0.000765621 0.00172307 0.000932638 0.000653101 0.000692934 0.000633998 0.000557285 0.00118492 0.000620569 0.000308058 0.000737689 0.000366957
threshold=0.08400500000000001 -0.095799999999999982 0.08544000000000003 -0.085605000000000001 -0.086474999999999996 -0.088484999999999994 -0.084924999999999987 0.08345000000000001 0.44834500000000005 0.10940500000000002 0.086030000000000023 0.11932500000000003 -0.14624999999999996 -0.112385 -0.077624999999999986 -0.012154999999999999 0.086105000000000029 -0.099739999999999995 -0.012464999999999999 -0.013885 0.12205500000000002
decision_type=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 -2 -5 18 12 10 -10 -11 14 -14 -4 17 -17 -15 19 -3 -21
right_child=2 7 8 6 -6 -7 -8 -9 9 11 -12 -13 13 15 -16 16 -18 -19 -20 20 -22
leaf_value=-0.0020643521504086332 -0.00014962710390153792 -0.0004522169810001055 -0.00050044222948535154 -0.00027540286032061765 0.0018285631463696539 0.00053065805149824191 0.00026875902832373207 0.00032218276130806429 0.00068938179759130765 -0.00034381672057607151 -7.4406592339003224e-05 0.00021575920027845912 0.00032076481921230066 -0.00035938822727893659 -1.1303202535979168e-05 0.00031982430763022416 -1.3779800124064819e-05 -3.5184040895802174e-05 0.00010086604746941118 0.00016070038270555358 -0.00014722134437849331
leaf_weight=58 50 50 55 90 48 47 54 74 65 49 50 74 60 61 57 138 430 1981 87 68 87
leaf_count=58 50 50 55 90 48 47 54 74 65 49 50 74 60 61 57 138 430 1981 87 68 87
internal_value=0 -0.000261294 2.1268e-05 0.000328572 0.000725729 0.000171556 -6.56572e-05 2.22005e-05 -7.86859e-06 0.000165504 0.000350182 -5.0584e-07 -2.29949e-05 -1.27962e-05 -0.000258815 -2.0778e-05 6.58307e-05 -4.52698e-05 -5.10189e-05 -0.000119471 -6.85164e-06
internal_weight=0 424 3309 289 145 97 144 366 3020 238 115 123 2782 2670 112 2610 568 2042 292 205 155
internal_count=3733 424 3309 289 145 97 144 366 3020 238 115 123 2782 2670 112 2610 568 2042 292 205 155
is_linear=0
shrinkage=0.0995203


Tree=8581
num_leaves=28
num_cat=0
split_feature=3 9 8 3 9 9 9 9 9 1 3 1 3 1 3 6 3 2 2 4 9 2 8 8 8 2 5
split_gain=0.00245319 0.0135509 0.0140633 0.00244832 0.0128163 0.000897811 0.000775775 0.000750877 0.000743935 0.000683307 0.00102194 0.00072247 0.00109185 0.000688906 0.000708106 0.000645194 0.000633615 0.000528771 0.0022904 0.0010643 0.00100911 0.00186362 0.00134889 0.000295674 0.0011842 0.00085563 0.000455082
threshold=0.08400500000000001 0.08488500000000003 -0.080724999999999991 0.08544000000000003 0.085495000000000029 0.083715000000000026 0.084380000000000024 0.084715000000000026 0.083715000000000026 -0.083684999999999996 0.087675000000000017 -0.080500000000000002 0.087675000000000017 -0.087734999999999994 0.08920500000000002 0.08846500000000003 0.10920500000000002 -0.012154999999999999 -0.035314999999999992 0.11874000000000003 -0.073629999999999987 0.0066850000000000008 -0.08237499999999999 -0.092299999999999993 -0.085605000000000001 -0.032624999999999994 -0.019465
decision_type=2 2 2 2 2 2 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 -2 -7 -8 23 10 15 12 -11 14 -12 -5 -16 18 19 -13 22 -22 -19 -1 -25 -26 -27
right_child=3 2 -4 9 -6 6 7 -9 -10 11 13 17 -14 -15 16 -17 -18 20 -20 -21 21 -23 -24 24 25 26 -28
leaf_value=0.00016311568963427441 0.00037393439615347236 -2.8136579664025858e-05 -0.0024815782633372998 -0.00040864657643818389 0.0018191705832244439 -0.00042548318073691371 0.00031484062034680901 -0.00015571607008475603 0.00038000870066014507 7.6537531023457631e-05 0.00038814408991057561 -3.5356926165250637e-05 -0.00051461938145285575 0.00048257399681407391 -3.8627597806156649e-05 2.7010194716769829e-05 0.0002256925064865794 6.8501409660183421e-05 -0.00059542499553520353 0.0004393925695791661 0.00068731841914817637 6.068424266178579e-05 -0.00053572305523775154 -0.00048048197178912296 0.00042804746086773431 -0.000291427711630088 0.00012919024940989755
leaf_weight=73 52 46 48 59 46 51 55 85 60 50 74 1614 73 55 262 71 134 104 72 48 57 292 55 52 46 53 46
leaf_count=73 52 46 48 59 46 51 55 85 60 50 74 1614 73 55 262 71 134 104 72 48 57 292 55 52 46 53 46
internal_value=0 -0.000235097 -0.00128967 1.90775e-05 0.000295873 4.14277e-06 -9.22476e-05 2.32982e-05 6.28146e-05 -7.13945e-06 8.24623e-05 -3.23013e-05 -0.000267656 0.000145153 0.000103926 -0.000164414 4.87468e-05 -1.90242e-05 -4.54705e-05 -2.11532e-05 6.96358e-05 0.000165374 -0.000135359 -4.64111e-06 -7.09603e-05 7.02571e-05 -8.77201e-05
internal_weight=0 424 94 3309 289 243 191 140 330 3020 655 2365 123 525 470 130 396 2242 1734 1662 508 349 159 270 197 145 99
internal_count=3733 424 94 3309 289 243 191 140 330 3020 655 2365 123 525 470 130 396 2242 1734 1662 508 349 159 270 197 145 99
is_linear=0
shrinkage=0.0995203


Tree=8582
num_leaves=31
num_cat=0
split_feature=18 17 18 18 9 18 17 1 1 9 8 9 2 8 1 1 21 8 2 1 18 18 18 18 8 8 1 17 21 5
split_gain=0.00207482 0.0232513 0.0014313 0.0157405 0.00132964 0.00133807 0.00160845 0.00121746 0.00272701 0.00425624 0.00354863 0.00266917 0.00131711 0.00133534 0.00176315 0.00114375 0.00170094 0.00170441 0.00141015 0.00111732 0.00104653 0.000935864 0.000671577 0.000556105 0.00226847 0.000521545 0.000515013 0.000758548 0.000455515 0.00038785
threshold=-0.087989999999999985 0.052150000000000009 -0.015979999999999998 -0.019539999999999998 0.093425000000000022 -0.13579499999999997 -0.45380999999999999 -0.068094999999999989 -0.083284999999999984 0.091405000000000028 -0.081234999999999988 0.093535000000000021 -0.086304999999999993 -0.084855 -0.047239999999999997 -0.089819999999999997 0.091635000000000022 -0.082094999999999987 -0.079844999999999985 -0.094454999999999997 -0.013125 -0.011569999999999999 0.31227500000000008 -0.0079049999999999988 -0.08569499999999998 -0.084915000000000004 -0.14482999999999999 -0.14679499999999998 0.10990500000000002 0.23074000000000006
decision_type=2 2 2 2 2 2 2 2 2 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 15 6 -6 8 9 10 -2 -10 -9 -14 -15 19 17 25 -19 26 -4 -22 23 24 -23 -17 27 -1 -18 -25
right_child=2 -3 20 -5 5 -7 -8 12 11 -11 -12 -13 13 14 -16 16 28 18 -20 -21 21 22 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.00015677675913299756 -0.00030192894345510872 -0.0021648117981304866 -0.00043664202535668225 0.0019142073971252845 -0.00023824628361016447 0.00061800926703537882 0.00041668199218433287 0.00028379312304979069 0.0011404173463281939 -0.00085344975563277049 0.00078007428838792353 6.5483016297573869e-05 -0.0005409988730742288 -0.00043614296937377427 0.00014665486690920268 -0.00029908495120784277 0.0003221485415429965 -0.0010039598880554131 -0.00025739661938136755 0.00049760073865396379 0.00042849983554031108 0.00029025529926123315 -0.00035353854264897944 4.5528750652193067e-06 -0.00058596118287154567 0.0001284160363160033 -0.00031751080598643565 0.00033055362157959067 -7.5404274733066495e-05 0.00021783550210004252
leaf_weight=66 56 53 55 47 84 57 66 74 48 47 63 47 77 79 145 57 52 56 52 50 50 50 54 1874 68 53 47 59 58 89
leaf_count=66 56 53 55 47 84 57 66 74 48 47 63 47 77 79 145 57 52 56 52 50 50 50 54 1874 68 53 47 59 58 89
internal_value=0 -0.000149625 3.03135e-05 0.000156489 -7.45392e-06 0.000206352 4.44647e-05 2.53077e-05 0.00019135 -4.74427e-05 0.000264017 0.000617225 -8.80746e-05 -0.000182217 -5.52309e-05 -8.94111e-05 -0.000208197 -0.000370031 -0.000652084 8.24046e-05 -7.79344e-06 2.62672e-06 -6.96346e-06 1.63646e-06 -0.000207746 -8.56652e-05 -3.35326e-05 6.66942e-05 0.000105088 1.46399e-05
internal_weight=0 810 2923 683 757 207 150 636 261 166 119 95 375 301 224 550 328 218 108 222 2240 2185 2135 2081 118 110 172 125 110 1963
internal_count=3733 810 2923 683 757 207 150 636 261 166 119 95 375 301 224 550 328 218 108 222 2240 2185 2135 2081 118 110 172 125 110 1963
is_linear=0
shrinkage=0.0995203


Tree=8583
num_leaves=20
num_cat=0
split_feature=6 17 17 6 6 17 20 2 18 17 17 6 6 9 18 17 9 2 7
split_gain=0.00179349 0.00122216 0.018816 0.00114534 0.00993356 0.0010815 0.000928148 0.00310289 0.00066771 0.00096585 0.000618986 0.000589079 0.000797405 0.000704009 0.000679008 0.000562281 0.000497157 0.00300504 0.00288187
threshold=0.23663500000000004 0.048755000000000014 0.059130000000000009 0.08866000000000003 0.089430000000000023 0.0065250000000000013 -0.081564999999999985 -0.086254999999999984 0.15374500000000005 -0.041415 0.026115000000000006 0.10681500000000003 0.096575000000000022 0.094085000000000016 -0.049119999999999997 0.0041300000000000009 0.11351500000000002 -0.060455000000000002 0.082845000000000016
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 10 -5 8 7 -4 9 -6 15 12 14 -13 -8 16 18 -18 -1
right_child=-2 2 6 4 5 -7 11 -9 -10 -11 -12 13 -14 -15 -16 -17 17 -19 -20
leaf_value=-6.6157874023057485e-06 -0.00060575327274542379 -0.0018033718353294395 0.00019618806215343802 0.0014427556228143823 0.00015548261291712715 0.00048487285208363473 0.00039268601690739736 -0.00083317468860713345 -0.00032791133487984327 -0.00015030654465555517 0.00035356061736145872 -0.00036756719912125601 0.00050639816424359575 7.9249692615026313e-05 3.0999239824790146e-05 -0.00028325306797188406 0.00030078200780941564 -0.0007529733554170262 0.00073689163110091961
leaf_weight=1946 49 60 67 54 240 46 59 50 61 177 48 62 47 75 462 71 54 52 53
leaf_count=1946 49 60 67 54 240 46 59 50 61 177 48 62 47 75 462 71 54 52 53
internal_value=0 1.13093e-07 -0.000101831 3.24948e-05 0.000157305 2.3272e-05 2.13729e-05 -0.000236714 -1.94373e-05 2.37241e-05 0 6.53655e-05 0.000110789 -0.000116984 7.35293e-05 -7.74008e-06 1.16386e-06 -0.000208432 1.26875e-05
internal_weight=0 3684 882 2802 578 524 822 117 478 417 2224 705 568 137 521 2176 2105 106 1999
internal_count=3733 3684 882 2802 578 524 822 117 478 417 2224 705 568 137 521 2176 2105 106 1999
is_linear=0
shrinkage=0.0995203


Tree=8584
num_leaves=38
num_cat=0
split_feature=18 18 3 3 18 26 1 2 1 2 3 8 6 1 8 8 5 1 8 26 1 2 1 1 8 8 5 3 8 8 21 2 5 18 2 2 6
split_gain=0.00152981 0.0141622 0.000970539 0.00157222 0.00218327 0.00142956 0.00116156 0.00124636 0.00104553 0.000909276 0.000888996 0.000849409 0.000785352 0.00121972 0.000753244 0.00124233 0.00224816 0.000949123 0.00346205 0.00273026 0.000694175 0.000804053 0.00108131 0.000697581 0.000679772 0.00220781 0.00152412 0.000660257 0.0013171 0.00105686 0.000636003 0.000545823 0.000404611 0.000889583 0.000932868 0.000905166 0.000541506
threshold=-0.085709999999999995 -0.087529999999999983 0.084955000000000017 0.087975000000000012 -0.034774999999999993 0.089795000000000028 -0.090104999999999991 -0.087804999999999994 -0.081889999999999991 -0.086934999999999998 0.087385000000000032 -0.081055000000000002 -0.093749999999999986 -0.082039999999999988 -0.078704999999999997 -0.074844999999999981 -0.0042299999999999994 -0.083284999999999984 -0.070134999999999989 0.082605000000000026 -0.49837999999999999 -0.085944999999999994 -0.090374999999999997 -0.067015000000000005 -0.083944999999999992 -0.082934999999999995 -0.040404999999999996 0.090765000000000026 -0.086589999999999986 -0.087374999999999994 0.087570000000000023 -0.10077999999999999 -0.011514999999999999 -0.007069999999999999 -0.082794999999999994 -0.081055000000000002 0.087515000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 12 7 -2 -7 10 11 -1 -6 -14 24 16 -16 19 -19 -17 -11 -22 -23 -24 27 -26 -27 28 -5 -29 31 -12 33 -8 -35 -36 -34
right_child=2 -3 3 14 5 8 32 -9 -10 20 30 -13 13 -15 15 17 -18 18 -20 -21 21 22 23 -25 25 26 -28 29 -30 -31 -32 -33 36 34 35 -37 -38
leaf_value=0.00021624277060127361 0.00012223769539999684 0.0016972389462461411 -0.00082761994060045921 -7.9292053778244542e-06 -0.00034895494182392083 -0.000104773127817339 0.00067326308537251657 -0.00055195206460753371 -0.00078442440902489667 -0.00035065597189175827 0.00025361437312989009 -0.00034915140494592767 -0.00026585205084208105 0.00028339087186702558 0.00091491132554194715 9.136514515404047e-05 0 0.0007375122717677439 7.3112988926993777e-06 -0.00079227477056903874 -0.00035674232011720483 0.00042198332913139566 -0.00032980339770297167 4.7047144028368346e-05 -0.00075370264589285209 -0.00037886158811930123 0.00018794210136564198 2.0529016297596506e-06 0.00060230532602313473 -0.00038221931321114164 5.2683388230430385e-05 0.0007172580193192565 -0.00018901405234570483 -0.00011496439810843692 0.00065486869347691778 0.00014706392901472334 0.00027445688790153237
leaf_weight=59 63 55 50 114 46 50 47 46 46 58 64 47 57 128 46 104 63 71 709 51 52 68 57 328 55 78 117 428 49 84 60 52 51 68 54 115 48
leaf_count=59 63 55 50 114 46 50 47 46 46 58 64 47 57 128 46 104 63 71 709 51 52 68 57 328 55 78 117 428 49 84 60 52 51 68 54 115 48
internal_value=0 0.000149403 2.01961e-07 -2.61608e-05 -0.000212442 -0.000115874 0.000127571 -0.000154773 -0.000438967 4.7687e-05 0.000193884 -2.6728e-05 1.4854e-05 0.00010974 9.09023e-06 6.73867e-05 0.000385976 2.93708e-05 7.48279e-05 -0.0001941 -2.40873e-05 1.17986e-05 5.59107e-05 -6.62004e-06 -5.5821e-05 -0.000196063 -3.45813e-05 -2.66683e-06 0.000170493 -5.93929e-05 0.000331404 0.000468512 0.000210063 0.000270844 0.000187585 0.000314165 2.74302e-05
internal_weight=0 900 2838 2346 377 327 492 109 96 845 282 106 231 185 1969 1044 109 935 780 155 563 505 453 385 925 250 195 675 163 512 176 116 383 284 237 169 99
internal_count=3738 900 2838 2346 377 327 492 109 96 845 282 106 231 185 1969 1044 109 935 780 155 563 505 453 385 925 250 195 675 163 512 176 116 383 284 237 169 99
is_linear=0
shrinkage=0.0995203


Tree=8585
num_leaves=20
num_cat=0
split_feature=18 18 17 17 1 18 9 10 0 8 10 5 26 3 0 17 3 1 3
split_gain=0.00124382 0.0114799 0.00114342 0.00131292 0.00101702 0.000993405 0.000895449 0.000998083 0.000969076 0.0016094 0.00095871 0.000925109 0.00119785 0.000893218 0.00127664 0.00105436 0.000734361 0.000641355 0.000526193
threshold=-0.085709999999999995 -0.087529999999999983 -0.0030799999999999998 -0.56005499999999986 -0.49056499999999997 -0.090254999999999988 0.11222500000000002 0.091080000000000022 -0.057604999999999996 0.056535000000000009 0.086275000000000018 0.25155500000000008 0.086255000000000012 0.084955000000000017 -0.080674999999999983 0.006145000000000002 0.089605000000000018 -0.01504 0.10997000000000003
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 16 7 10 9 18 11 13 -13 15 -15 -2 -6 -7 -8
right_child=6 -3 -4 4 5 17 8 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20
leaf_value=0.00050380541324977312 4.2943157155509911e-05 0.0015283294549399353 0.00040115876376024004 -0.00043986602923483809 0.00020563996795918888 -0.00047460806923958516 -0.00013945170175414429 -0.00046142853762800429 -8.447352701826688e-05 0.00075626335168069809 0.00040690388076020193 -0.00065223272301300297 0 -8.9280964746657072e-05 8.0722968382502988e-05 0.00042794566901816373 -2.8798208752716899e-05 0 0.00032327124721262437
leaf_weight=49 341 55 80 55 213 63 49 49 80 57 54 51 61 1305 654 91 337 48 46
leaf_count=49 341 55 80 55 213 63 49 49 80 57 54 51 61 1305 654 91 337 48 46
internal_value=0 0.000134715 4.30375e-05 4.51684e-06 -2.8509e-05 4.4804e-06 1.52652e-07 -1.62379e-05 0.000187793 0.000336476 -7.38654e-06 -1.66516e-05 -0.000296285 -3.21048e-06 -3.21083e-05 0.000125938 6.05049e-05 -0.000265743 7.59866e-05
internal_weight=0 900 845 765 716 661 2838 2606 232 152 2557 2503 112 2391 1959 432 550 111 95
internal_count=3738 900 845 765 716 661 2838 2606 232 152 2557 2503 112 2391 1959 432 550 111 95
is_linear=0
shrinkage=0.0995203


Tree=8586
num_leaves=30
num_cat=0
split_feature=2 2 21 26 17 21 2 5 1 5 8 3 26 26 1 1 3 21 3 3 26 3 2 1 1 5 2 1 17
split_gain=0.000888243 0.00374658 0.0128994 0.00162527 0.0016915 0.00146552 0.00192185 0.000890944 0.00078138 0.00136037 0.00121143 0.00049529 0.00163691 0.00166382 0.00119499 0.00142391 0.000907419 0.000729233 0.000698976 0.00231138 0.00135216 0.00130023 0.00106651 0.00220024 0.000700223 0.000698877 0.000491271 0.00131528 0.000952479
threshold=-0.084869999999999987 -0.086440000000000003 -0.014264999999999998 0.088605000000000017 -0.011809999999999999 -0.013044999999999999 -0.088114999999999985 -0.46244499999999994 0.41696500000000009 -0.49053999999999998 -0.07034 0.091865000000000016 0.090455000000000021 0.092530000000000015 -0.082489999999999994 -0.079250000000000001 0.090835000000000013 -0.021529999999999997 0.096775000000000014 0.097880000000000023 0.11326500000000002 0.09940000000000003 -0.078454999999999983 -0.047239999999999997 0.070450000000000026 -0.020074999999999999 -0.24206999999999998 -0.49056499999999997 -0.53166999999999998
decision_type=2 2 2 2 2 2 2 2 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 -1 -7 11 -10 -11 12 16 -14 -15 -16 17 -2 20 -20 22 -21 -13 -24 -23 -19 -9 -28 -29
right_child=8 2 3 -5 -6 7 -8 26 9 10 -12 18 13 14 15 -17 -18 25 19 21 -22 24 23 -25 -26 -27 27 28 -30
leaf_value=0 -0.00033084999709351412 0.0018792155244342964 0.00016600025403910794 0.00052923527835326294 -0.00062710795489125744 -0.00031985646356234957 -0.00080949595789030606 -0.00019019256267027037 0.00047355467493792521 0.00020486129389507557 -0.00040151409377327805 0.00034059190542830108 -0.00064138886664977864 0.00027022411152291466 -0.00064526614216314391 2.250264336443697e-05 0.00042602860295135655 0.00010461367709334711 -0.00063008871586016802 0.00049600546868607378 0.00051209579001862155 4.3792117850099386e-05 -0.00039971569503584157 0.00026473230407376871 -0.00015339916094291687 -9.3012380380321787e-05 0.00052467097282446744 -0.00035250374485141356 0.00011234112311960657
leaf_weight=81 70 50 59 46 47 53 46 51 91 87 52 82 87 56 57 66 47 355 58 53 77 629 105 92 248 353 73 47 520
leaf_count=81 70 50 59 46 47 53 46 51 91 87 52 82 87 56 57 66 47 355 58 53 77 629 105 92 248 353 73 47 520
internal_value=0 0.000106007 0.000492298 3.06892e-05 -0.000177938 1.54789e-05 -0.000295752 6.97059e-05 -9.35176e-07 0.000174077 -1.60948e-05 -1.78023e-05 -6.7806e-05 -0.000282499 -0.000103493 -0.000280296 4.23889e-07 -2.42353e-05 2.21794e-05 -2.01781e-05 0.000142033 1.69791e-05 3.69669e-05 -8.52597e-05 -1.10366e-05 4.92353e-06 0.00010077 0.000125235 7.23652e-05
internal_weight=0 1073 202 152 106 871 127 744 2665 230 139 2435 1091 266 179 123 825 778 1344 988 356 930 279 197 877 708 691 640 567
internal_count=3738 1073 202 152 106 871 127 744 2665 230 139 2435 1091 266 179 123 825 778 1344 988 356 930 279 197 877 708 691 640 567
is_linear=0
shrinkage=0.0995203


Tree=8587
num_leaves=22
num_cat=0
split_feature=18 17 17 17 0 5 3 3 17 8 17 1 8 21 0 17 2 26 0 20 20
split_gain=0.00104351 0.00947645 0.00149542 0.000857976 0.00133787 0.000857868 0.000922898 0.00102351 0.00195916 0.00102135 0.000884123 0.00083707 0.000698422 0.000612275 0.000568245 0.000540861 0.000860727 0.000988476 0.000534442 0.000438641 0.000737993
threshold=-0.085709999999999995 0.0036400000000000009 -0.56005499999999986 -0.56005499999999986 0.12433000000000002 0.26473000000000008 0.084955000000000017 0.087745000000000031 0.070205000000000017 -0.081234999999999988 -0.068169999999999994 -0.47779999999999995 -0.0061900000000000002 0.08927000000000003 -0.093765000000000001 -0.088734999999999994 -0.082234999999999989 0.083885000000000029 -0.084894999999999984 -0.095634999999999998 -0.081689999999999999
decision_type=2 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 6 10 8 -8 -9 18 -4 -6 -7 -12 19 17 -17 -5 -13 -21
right_child=3 -3 11 4 12 13 7 9 -10 -11 14 15 -14 -15 -16 16 -18 -19 -20 20 -22
leaf_value=0.00054394903386342851 -0.00038855420334289438 0.0011333561666656267 -0.00038461185373968049 0.00011475522520008689 8.3172504165270658e-05 -0.00056451874727090397 -7.2752090014117061e-05 -7.9613182854563236e-05 -0.00072462140223227358 7.1105874474097346e-05 0.00043611948261808347 0.00036684255754566852 0.00065532359955474166 -3.0520431311143735e-05 0.00013234307553039145 -0.0003212263726502482 -0.00040136255798926867 0.00019682513670805758 -0.00031190499298355026 -0.00030515101552426523 8.9475371561343874e-05
leaf_weight=50 56 83 57 52 46 46 270 798 56 1006 85 46 46 46 270 56 71 104 61 53 380
leaf_count=50 56 83 57 52 46 46 270 798 56 1006 85 46 46 46 270 56 71 104 61 53 380
internal_value=0 0.000120033 1.60866e-05 -2.69093e-06 4.78201e-06 -7.68301e-06 2.58065e-06 -2.49011e-05 -0.000187241 3.98147e-06 0.000129407 -1.7257e-05 0.000378146 -0.000306418 0.000207384 1.10819e-05 -0.000112622 1.03907e-05 -0.000108321 7.24476e-05 3.92818e-05
internal_weight=0 900 817 2838 2782 2690 2598 2130 326 1804 468 767 92 92 355 710 231 160 113 479 433
internal_count=3738 900 817 2838 2782 2690 2598 2130 326 1804 468 767 92 92 355 710 231 160 113 479 433
is_linear=0
shrinkage=0.0995203


Tree=8588
num_leaves=13
num_cat=0
split_feature=9 4 9 5 4 7 4 20 2 4 2 3
split_gain=0.00100121 0.000702973 0.00291289 0.00400067 0.000917105 0.000863977 0.000987737 0.00118468 0.00198693 0.000856066 0.000713115 0.000555136
threshold=-0.25326499999999996 0.13424500000000003 0.11351500000000002 -0.41397 0.12719000000000005 -0.15142999999999998 0.10495500000000003 -0.060199999999999997 0.10449500000000002 0.10252500000000002 -0.0072299999999999994 0.084795000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 9 10 -9 11 -8 -7
right_child=1 2 -4 -5 -6 6 7 8 -10 -11 -12 -13
leaf_value=-0.00035660188655686076 -0.00042902308711951972 -0.00014976182131138226 -0.00048131824604944812 0.00095993482414378042 -0.00040594797663630366 9.5629300998091959e-05 0.00012418108964066523 8.5636388500544538e-05 0.00072752541687091932 -0.00040044679845332429 -0.00041548187497093396 -3.0608386210332814e-05
leaf_weight=83 48 59 46 68 59 396 48 162 70 58 46 2597
leaf_count=83 48 59 46 68 59 396 48 162 70 58 46 2597
internal_value=0 -6.6344e-06 0.000188796 0.000437961 -1.65736e-05 -9.62709e-06 -3.42346e-06 0.000160942 0.000282838 -2.12542e-05 -0.000131201 -1.36325e-05
internal_weight=0 3657 173 127 3484 3425 3377 326 232 3051 94 2993
internal_count=3740 3657 173 127 3484 3425 3377 326 232 3051 94 2993
is_linear=0
shrinkage=0.0995203


Tree=8589
num_leaves=12
num_cat=0
split_feature=29 9 9 5 23 9 10 26 26 2 5
split_gain=0.000927051 0.00109869 0.00115918 0.00128433 0.000943773 0.000791327 0.000839892 0.000867981 0.00127723 0.000614741 0.000611102
threshold=0.10207000000000002 0.11408000000000003 0.11741500000000002 -0.080724999999999991 0.086650000000000019 0.10591500000000002 0.089800000000000033 0.13124500000000003 0.11991000000000003 -0.055654999999999996 -0.087969999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 8 -1 -5 -7
right_child=-2 2 3 9 -6 10 -8 -9 -10 -11 -12
leaf_value=-6.7983093117873953e-06 -0.00033633687402741876 0.00063040731808168646 0.00038824766432525327 -0.00036868892538337696 -0.00042552988442917406 -0.00053023989046362423 0.00040128421521564648 0.0003929745552368233 -0.00044022622874242566 0.00010455844349324693 -6.8350989098585826e-05
leaf_weight=3066 86 50 79 56 56 50 50 52 69 49 77
leaf_count=3066 86 50 79 56 56 50 50 52 69 49 77
internal_value=0 -5.3794e-06 0.000202937 8.2328e-05 -1.9872e-05 -1.28757e-05 -3.05891e-06 -9.65941e-06 -1.6599e-05 -0.000140044 -0.000256643
internal_weight=0 3654 234 184 3420 3364 3237 3187 3135 105 127
internal_count=3740 3654 234 184 3420 3364 3237 3187 3135 105 127
is_linear=0
shrinkage=0.0995203


Tree=8590
num_leaves=14
num_cat=0
split_feature=6 1 23 19 9 9 6 9 3 27 9 9 6
split_gain=0.00117437 0.00100473 0.000649673 0.000690883 0.000593155 0.000584599 0.000967482 0.000614047 0.00168276 0.000794088 0.000513027 0.000338529 0.000301052
threshold=-0.53620499999999993 0.5126750000000001 0.086650000000000019 0.10781000000000003 0.084915000000000032 0.11222500000000002 -0.045589999999999999 0.085280000000000022 0.08666500000000002 0.10530500000000002 0.088610000000000008 0.09143500000000003 0.11596500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 7 -7 9 -9 -2 -6 -12 -8
right_child=1 -3 -4 4 10 6 12 8 -10 -11 11 -13 -14
leaf_value=-0.00046439043060836501 6.1539166242501422e-05 0.00033715668418533097 -0.00032745907886670114 -0.00041474261532456036 0.00018822512262765861 0.00044742677099931296 -0.00016762771072581826 -0.00030418044202173777 -6.3692562853060701e-06 -0.00032614001226674902 -0.00039396851502489401 -6.3164074393660496e-05 0.00014887322056124876
leaf_weight=56 1291 83 64 68 54 77 58 216 1495 54 46 117 61
leaf_count=56 1291 83 64 68 54 77 58 216 1495 54 46 117 61
internal_value=0 -4.81557e-06 -1.29251e-05 -7.00231e-06 -0.000155683 5.77612e-06 0.000172504 -4.64927e-06 -4.4444e-05 4.53657e-05 -7.07309e-05 -0.000161542 0
internal_weight=0 3684 3601 3537 285 3252 196 3056 1711 1345 217 163 119
internal_count=3740 3684 3601 3537 285 3252 196 3056 1711 1345 217 163 119
is_linear=0
shrinkage=0.0995203


Tree=8591
num_leaves=15
num_cat=0
split_feature=6 7 7 19 20 9 20 5 19 2 18 9 9 17
split_gain=0.000951866 0.000708923 0.00107522 0.000600952 0.000740854 0.000617372 0.000818845 0.00122591 0.000621427 0.00107879 0.00080669 0.000586718 0.000550705 0.000544129
threshold=-0.53620499999999993 -0.23835999999999999 -0.068034999999999998 0.10781000000000003 -0.010459999999999999 0.11222500000000002 -0.065249999999999989 -0.081415000000000001 0.083475000000000021 -0.084924999999999987 0.11769500000000002 0.08735500000000003 0.088610000000000008 0.41580500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 12 8 -7 -8 10 -10 -4 -6 -5 -14
right_child=1 2 3 4 11 6 7 -9 9 -11 -12 -13 13 -15
leaf_value=-0.00041817422014195371 0.00038343673630558748 -0.00048254614677180812 -2.5210329840039736e-05 0.0002056694355085194 -0.00061807012381348092 0.00050826760474315081 0.00038298205544608249 -0.00016485169476372719 0.00054534730836251115 0 0.00021601008262701494 -9.8559552146606325e-05 -0.00037032663695660669 4.0231653734668194e-05
leaf_weight=56 46 47 2792 65 48 54 68 98 55 98 144 47 59 63
leaf_count=56 46 47 2792 65 48 54 68 98 55 98 144 47 59 63
internal_value=0 -4.38055e-06 -9.50926e-06 -3.09005e-06 -0.000142716 8.56177e-06 0.000169699 5.46307e-05 -2.6495e-06 0.000192551 -1.31005e-05 -0.000369666 -2.30423e-05 -0.000151607
internal_weight=0 3684 3638 3591 282 3309 220 166 3089 153 2936 95 187 122
internal_count=3740 3684 3638 3591 282 3309 220 166 3089 153 2936 95 187 122
is_linear=0
shrinkage=0.0995203


Tree=8592
num_leaves=29
num_cat=0
split_feature=1 1 17 17 17 2 2 2 3 20 6 17 3 9 10 7 3 3 11 2 2 4 4 17 2 26 6 6
split_gain=0.00158366 0.0191961 0.000786759 0.00209797 0.000713482 0.00106 0.00129923 0.0012107 0.00154391 0.0025894 0.00154733 0.0010048 0.000759774 0.000659446 0.00134624 0.000572102 0.000692771 0.00126868 0.000971169 0.000493553 0.00108952 0.000469708 0.000445958 0.00159126 0.000859188 0.000639429 0.000651993 0.000431037
threshold=-0.092954999999999996 -0.096749999999999989 0.08741500000000002 0.12088500000000003 -0.084209999999999993 -0.08569499999999998 -0.090394999999999989 -0.083665000000000003 0.10871500000000002 -0.085594999999999991 -0.03764 -0.078119999999999995 0.087385000000000032 0.098465000000000011 0.086165000000000019 0.059920000000000008 0.08400500000000001 0.086775000000000033 -0.084384999999999988 0.12875500000000004 0.10003000000000002 0.10373000000000003 0.081905000000000019 0.23832000000000006 -0.065059999999999993 0.097315000000000026 0.11690000000000002 -0.069354999999999986
decision_type=2 2 2 2 2 2 2 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 4 -4 5 6 27 -7 9 -9 -10 -6 -8 14 19 16 18 -18 -13 20 21 -1 24 -24 25 26 -5 -2
right_child=2 -3 3 22 11 7 12 8 10 -11 -12 15 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=2.5707791848406255e-05 -0.00019331173898301296 -0.0020879888341956885 0.00060376353670916658 5.3564383183109026e-05 -0.00042810619654134232 -0.0004240435846859394 0.00021613492933068973 0.00084130716181930645 -5.2266510654774192e-06 4.6953310573944562e-05 -0.0006232155999807865 -0.00021286485637084994 0.00080642666129074531 0.00027709469844134141 -0.00055026049474928896 -0.00036355450900185681 -0.00023513374733251187 -7.2870843606810044e-06 0.00032261932025128579 -0.00024027349339202268 0.00047265227479478995 -0.00031260307536641483 -0.00018755811453423173 0.00059851015243771817 -0.00034039943428719704 0.00033568607293693158 -0.00031968743979616523 0.00021835210995776221
leaf_weight=285 53 48 72 265 72 64 49 50 167 232 54 46 47 67 49 55 311 1129 112 72 51 47 47 53 67 63 56 48
leaf_count=285 53 48 72 265 72 64 49 50 167 232 54 46 47 67 49 55 311 1129 112 72 51 47 47 53 67 63 56 48
internal_value=0 -0.000176383 -1.80536e-06 9.79299e-05 -2.70981e-05 5.23839e-05 0.000251506 -1.53558e-05 3.50167e-05 0.000190699 -0.000159933 -6.27752e-05 0.00051366 -1.42537e-05 -5.46088e-05 -4.63672e-05 -3.49379e-05 -5.70641e-05 0.000161538 0 4.37067e-05 -1.97199e-05 3.03461e-05 0.000220872 -1.00839e-05 4.54174e-05 -9.001e-06 0
internal_weight=0 619 3112 623 2489 764 197 567 503 282 221 1725 96 571 504 1653 1598 1440 158 455 383 332 551 100 451 384 321 101
internal_count=3731 619 3112 623 2489 764 197 567 503 282 221 1725 96 571 504 1653 1598 1440 158 455 383 332 551 100 451 384 321 101
is_linear=0
shrinkage=0.0995203


Tree=8593
num_leaves=15
num_cat=0
split_feature=1 1 7 38 24 9 10 5 4 29 18 2 2 18
split_gain=0.00128324 0.0155652 0.000572328 0.000545552 0.000621239 0.000534931 0.00109162 0.000440706 0.00125359 0.000481483 0.000605433 0.000400205 0.000883161 0.0004554
threshold=-0.092954999999999996 -0.096749999999999989 0.078125000000000014 -0.072014999999999996 0.084270000000000025 0.098465000000000011 0.086165000000000019 -0.52356999999999998 0.10533000000000002 0.097185000000000021 -0.085834999999999995 0.12875500000000004 0.10003000000000002 -0.097709999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 7 6 11 8 -5 10 -9 12 13 -1
right_child=2 -3 -4 4 -6 -7 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=-0.00019818151660170314 0.00028174585580550683 -0.0018801918758784137 -0.0002629222500945975 0.00017842208497725732 0.00033302275731437401 0.00024951820169529242 -0.00049549850815598553 -9.5652157597563389e-05 -0.00042532768085314651 0.00027083834925514382 1.8981390360029657e-05 -0.0002163614150809077 0.00042561386680327329 5.5739727334098138e-05
leaf_weight=99 69 48 81 55 54 67 49 580 84 64 2125 72 51 233
leaf_count=99 69 48 81 55 54 67 49 580 84 64 2125 72 51 233
internal_value=0 -0.000158829 -1.65185e-06 5.06022e-06 -1.10882e-06 -1.26925e-05 -4.91742e-05 -7.59498e-06 -0.000180545 7.91212e-07 -5.29544e-06 0 3.93569e-05 -1.7512e-05
internal_weight=0 619 3112 3031 2962 571 504 2908 139 2769 2705 455 383 332
internal_count=3731 619 3112 3031 2962 571 504 2908 139 2769 2705 455 383 332
is_linear=0
shrinkage=0.0995203


Tree=8594
num_leaves=20
num_cat=0
split_feature=3 3 9 18 17 26 0 18 36 0 26 10 10 5 5 9 2 29 4
split_gain=0.00109059 0.012395 0.00183305 0.00247469 0.00163627 0.00189 0.00169545 0.00106952 0.000807523 0.000581401 0.00113693 0.000400079 0.00110263 0.000334285 0.000690803 0.000881768 0.00575662 0.00353398 0.000616681
threshold=0.085625000000000021 0.085355000000000028 0.084755000000000011 -0.01264 0.10932500000000002 0.085855000000000029 -0.085754999999999984 0.084405000000000022 0.087755000000000014 -0.093765000000000001 0.085855000000000029 0.09056500000000002 0.086165000000000019 -0.5087799999999999 -0.49053999999999998 0.11351500000000002 -0.046564999999999995 0.097185000000000021 0.10755500000000003
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 7 -7 8 -1 -5 -11 12 13 18 -15 17 -17 -16 -2
right_child=11 -3 3 9 -6 6 -8 -9 -10 10 -12 -13 -14 14 15 16 -18 -19 -20
leaf_value=0.00031631409591059505 -0.00030442578576309981 -0.0016630589236429514 -0.00090933380920988304 0.00019237082784112486 0.00055833917237813383 -0.00071279327744546653 3.5622393230718324e-05 -0.00026471996102193619 -0.00010968892310056564 -0.00052870973098507047 0.00010117558127565266 0.00024974371990823147 -0.00040913077997990408 0.00031348148095552232 5.1632103823226111e-07 0.00010608157849984058 -0.0011586903288834671 0.00072848184328072033 0.00011029633399215419
leaf_weight=203 90 49 47 50 62 58 58 52 53 56 54 63 65 74 2383 144 47 68 55
leaf_count=203 90 49 47 50 62 58 58 52 53 56 54 63 65 74 2383 144 47 68 55
internal_value=0 -0.000133127 -2.3769e-05 -0.000272685 8.05664e-05 8.77267e-06 -0.000331528 0.000139596 0.00022492 -8.0553e-05 -0.000212051 1.4144e-06 -3.65263e-06 5.27344e-06 1.34092e-05 4.69458e-06 -0.000200859 2.10468e-05 -0.000141472
internal_weight=0 742 693 207 486 424 116 308 256 160 110 2989 2926 2861 2716 2642 191 2451 145
internal_count=3731 742 693 207 486 424 116 308 256 160 110 2989 2926 2861 2716 2642 191 2451 145
is_linear=0
shrinkage=0.0995203


Tree=8595
num_leaves=30
num_cat=0
split_feature=1 1 17 17 18 6 6 6 17 1 18 17 5 9 1 1 18 17 2 5 21 9 21 9 10 20 2 5 3
split_gain=0.000970673 0.0124393 0.000554932 0.00175254 0.0006995 0.000826398 0.00356578 0.00129972 0.000547296 0.00202144 0.00926012 0.00266636 0.000999794 0.000857165 0.000620482 0.00268946 0.000721255 0.000717705 0.0023191 0.000789909 0.00196524 0.000697386 0.00069651 0.000414173 0.000785111 0.000363211 0.000336234 0.00184683 0.000600281
threshold=-0.092954999999999996 -0.096749999999999989 0.08741500000000002 0.12088500000000003 -0.080424999999999996 0.11816500000000002 0.10877500000000002 0.089810000000000015 -0.011809999999999999 -0.083284999999999984 -0.016464999999999997 -0.0088649999999999996 -0.0065700000000000003 0.11408000000000003 -0.082344999999999988 -0.08616 -0.007069999999999999 -0.040099999999999997 -0.081804999999999989 -0.06971999999999999 0.087625000000000022 0.08648500000000002 0.089350000000000027 0.098465000000000011 0.086165000000000019 -0.048954999999999999 0.097285000000000024 0.27139000000000008 0.10807500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 8 -4 -5 6 7 -6 14 10 -10 -11 13 -13 15 16 21 19 -19 20 -16 -2 -21 24 25 -1 27 -27 -28
right_child=2 -3 3 4 5 -7 -8 -9 9 11 -12 12 -14 -15 17 -17 -18 18 -20 22 -22 -23 -24 -25 -26 26 28 -29 -30
leaf_value=-0.00021881152795695099 -6.2247677687654748e-05 -0.0016751666918620824 0.00054633542379365371 -0.00032273731171235772 8.6566533926764574e-05 -0.00028290307125255148 0.00089088610047103603 -0.00040407412607553037 -0.0015224021665225709 0.00068842071471914631 0.00029241600428353011 -6.8399343205525149e-06 -0.00049797270607872864 -0.00032301194435422384 0.0005370514893027952 0.000757962558842822 -0.00033449501047546628 -0.00059160911514484417 0.00015834409186577615 -0.00012579916297961744 -0.00011476181448536704 0.00037452261648231454 6.9531482495679284e-05 0.0002251552750529989 -0.00041646605925103896 -1.13101021511449e-05 -0.00031775030639084775 0.00067448931264956868 0.00014819366908376313
leaf_weight=63 93 48 72 52 324 60 51 64 48 49 65 861 50 95 91 58 51 79 82 343 89 57 378 67 49 238 61 46 47
leaf_count=63 93 48 72 52 324 60 51 64 48 49 65 861 50 95 91 58 51 79 82 343 89 57 378 67 49 238 61 46 47
internal_value=0 -0.000136375 0 8.40819e-05 2.21928e-05 5.9778e-05 0.000108478 3.52621e-06 -2.09434e-05 -7.07434e-05 -0.000471236 -2.70711e-05 -6.27348e-05 -3.9115e-05 2.2469e-05 0.000160783 -7.46513e-06 -1.04921e-05 -0.000204561 2.32775e-05 0.000210218 9.82676e-05 -2.22574e-05 -5.58585e-06 -3.7884e-05 1.08719e-06 3.85164e-05 9.68877e-05 -0.000107399
internal_weight=0 619 3112 623 551 499 439 388 2489 1168 113 1055 1006 956 1321 259 201 1062 161 901 180 150 721 571 504 455 392 284 108
internal_count=3731 619 3112 623 551 499 439 388 2489 1168 113 1055 1006 956 1321 259 201 1062 161 901 180 150 721 571 504 455 392 284 108
is_linear=0
shrinkage=0.0995203


Tree=8596
num_leaves=14
num_cat=0
split_feature=19 28 19 19 3 19 3 17 17 17 1 9 1
split_gain=0.0140566 0.0121382 0.000678317 0.000722583 0.000917178 0.000809832 0.000909392 0.000557765 0.00207928 0.000714539 0.000654989 0.00118307 0.00102777
threshold=0.14071500000000006 0.083225000000000021 -0.07525999999999998 0.10364000000000002 0.088115000000000013 0.11368500000000002 0.09697500000000002 0.11180000000000002 0.12576000000000004 0.22924500000000006 -0.086814999999999989 0.083760000000000015 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 -6 -7 10 -9 -10 11 -4 -12
right_child=-2 -3 3 4 5 6 -8 8 9 -11 12 -13 -14
leaf_value=-0.00026906859347714234 0.0017690718581079847 0.0014024954564708465 -4.8884370857632427e-05 0.00018484633588260904 -0.00053452468008441932 0.00017839628224662848 -0.00029720815031053076 0.00073466093309693787 -0.00018708645627111886 0.00014252670438525314 -0.00025125260651196959 0.00021327819746669476 2.4079412924246958e-05
leaf_weight=73 48 65 266 74 59 67 94 54 81 306 144 454 1965
leaf_count=73 48 65 266 74 59 67 94 54 81 306 144 454 1965
internal_value=0 5.42324e-05 2.99114e-05 3.62649e-05 -0.000112329 -0.000216009 -9.42012e-05 4.98751e-05 0.000154492 7.14226e-05 3.32775e-05 0.000115287 4.89191e-06
internal_weight=0 3702 3637 3564 294 220 161 3270 441 387 2829 720 2109
internal_count=3750 3702 3637 3564 294 220 161 3270 441 387 2829 720 2109
is_linear=0
shrinkage=0.0995203


Tree=8597
num_leaves=9
num_cat=0
split_feature=19 28 8 9 23 20 0 6
split_gain=0.0114504 0.00983575 0.000583866 0.000988043 0.000734965 0.000520307 0.00119023 0.000658671
threshold=0.14107000000000006 0.083225000000000021 -0.51030999999999993 -0.25326499999999996 -0.046924999999999994 0.10252000000000001 -0.15629499999999999 -0.23160999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 7 -7 -6
right_child=-2 -3 3 4 5 6 -8 -9
leaf_value=0.00029571168222945976 0.0016298693097649137 0.0012629188124546648 -0.00038532240001656805 -0.00028100099324059383 0.00025695134213697766 -0.00055414678525145071 2.4653382195055632e-05 3.4317581294605045e-05
leaf_weight=79 46 65 58 74 139 48 123 3118
leaf_count=79 46 65 58 74 139 48 123 3118
internal_value=0 4.92113e-05 2.7307e-05 2.11209e-05 2.80861e-05 3.49972e-05 -0.00013303 4.40703e-05
internal_weight=0 3704 3639 3560 3502 3428 171 3257
internal_count=3750 3704 3639 3560 3502 3428 171 3257
is_linear=0
shrinkage=0.0995203


Tree=8598
num_leaves=13
num_cat=0
split_feature=19 27 27 6 7 29 7 1 3 1 27 27
split_gain=0.00928339 0.00326228 0.0152769 0.000914571 0.000755766 0.000733352 0.000694357 0.00098094 0.00123086 0.00106828 0.00045615 0.0001461
threshold=0.14107000000000006 0.089725000000000013 0.093560000000000018 -0.48214499999999999 -0.10984999999999999 -0.08070999999999999 0.081390000000000018 0.41897000000000012 0.12061000000000002 0.40780000000000011 0.10153000000000002 0.11374500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -4 7 9 -9 -6 -7 -12
right_child=-2 2 5 4 6 10 -8 8 -10 -11 11 -13
leaf_value=0.0004550203237362128 0.0014676643966239852 0.0019877857234773676 0.00028499625236186457 -0.00034959415686878104 2.4835864664877318e-05 -0.00036788516455648447 -0.00025804796558800389 0.00071121815238642683 0 -0.00040208919472841694 0.00014125842747267321 -0.00010425251038779455
leaf_weight=47 46 48 69 56 3105 46 87 46 46 59 46 49
leaf_count=47 46 48 69 56 3105 46 87 46 46 59 46 49
internal_value=0 4.43358e-05 0.000385835 1.85304e-05 1.22539e-05 1.57758e-05 1.85603e-05 2.62026e-05 0.000346997 1.66161e-05 -0.000110165 6.00937e-06
internal_weight=0 3704 258 3446 3399 210 3343 3256 92 3164 141 95
internal_count=3750 3704 258 3446 3399 210 3343 3256 92 3164 141 95
is_linear=0
shrinkage=0.0995203


Tree=8599
num_leaves=18
num_cat=0
split_feature=28 2 2 2 5 2 10 6 5 21 29 8 9 1 6 26 21
split_gain=0.00701188 0.00127183 0.0151283 0.000936719 0.000871002 0.00150571 0.00112127 0.00107125 0.00101018 0.000849714 0.000996461 0.00114434 0.00279647 0.000811446 0.00166455 0.00121525 0.000688427
threshold=0.083225000000000021 -0.082234999999999989 -0.082404999999999992 -0.081864999999999993 -0.0063549999999999995 -0.083534999999999984 0.086275000000000018 0.083720000000000031 -0.0087549999999999989 -0.08236499999999998 0.097185000000000021 1.0000000180025095e-35 0.10814500000000002 -0.081594999999999987 0.090460000000000026 0.088055000000000022 0.096850000000000033
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 8 6 7 -6 13 -5 11 16 -13 15 -15 -1 -11
right_child=-2 3 -4 9 5 -7 -8 -9 -10 10 -12 12 -14 14 -16 -17 -18
leaf_value=0.00033318268105152757 0.001057665979549533 -0.0003510416852495218 0.0017444083029842089 -0.00031381685326546427 -9.7770203239725607e-05 0.00065030304461434572 0.0004790915217941442 0.00019619158309163806 -0.00038034694167253459 5.6476978664881949e-05 0.00039523723944592766 -0.00085165505503909437 6.5233461506470467e-05 4.6667161799081278e-06 -0.00055290693016450123 -8.0587694908695602e-05 -8.604028386923817e-05
leaf_weight=155 68 77 54 81 270 52 64 223 71 1425 66 52 86 385 61 124 436
leaf_count=155 68 77 54 81 270 52 64 223 71 1425 66 52 86 385 61 124 436
internal_value=0 3.71184e-05 0.000109364 -9.92965e-06 4.59399e-05 0.000135713 8.62022e-05 3.35378e-05 -2.17146e-05 1.92823e-06 1.47098e-05 1.73661e-06 -0.000274329 1.22775e-05 -6.97579e-05 0.000146351 2.26478e-05
internal_weight=0 3682 1459 2223 1405 609 557 493 796 2146 2065 1999 138 725 446 279 1861
internal_count=3750 3682 1459 2223 1405 609 557 493 796 2146 2065 1999 138 725 446 279 1861
is_linear=0
shrinkage=0.0995203


Tree=8600
num_leaves=17
num_cat=0
split_feature=28 3 3 21 5 3 21 26 27 19 17 13 3 8 9 26
split_gain=0.00214331 0.00159345 0.0156549 0.00130087 0.00124907 0.00205267 0.00407112 0.000622606 0.000812192 0.000682562 0.000607154 0.000739863 0.000704196 0.000568557 0.00146801 0.00129009
threshold=0.10337500000000002 0.084955000000000017 0.084735000000000019 0.17920500000000003 0.51100000000000012 0.11089500000000001 0.11309000000000002 -0.23202999999999999 0.10262500000000002 0.13881500000000005 0.056905000000000011 0.08705000000000003 0.083055000000000018 -0.082419999999999993 0.084055000000000032 0.087525000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 7 -6 -7 -3 9 -9 11 13 -12 15 -15 -1
right_child=-2 3 -4 -5 5 6 -8 8 -10 -11 12 -13 -14 14 -16 -17
leaf_value=2.0309127250705654e-05 -0.00065713471805088988 -0.0002665001780631587 0.0017432050776126536 0.00050505772984930301 0.00013553999565226246 -0.0012487066899215175 -5.0379802280841133e-05 1.1671420113816313e-05 0.00036103337264286277 -0.00036298037028712756 -1.1060577398765055e-05 -0.00041140646147445675 0.00051756842303727756 -5.6734247864696889e-05 0.00053727970448922357 -0.0005405616438762589
leaf_weight=204 46 81 57 49 79 46 76 2642 65 49 47 46 47 117 62 50
leaf_count=204 46 81 57 49 79 46 76 2642 65 49 47 46 47 117 62 50
internal_value=0 2.59161e-05 0.000170181 -3.26038e-06 -1.17285e-05 -0.000251551 -0.000508918 4.97422e-06 1.325e-05 4.54523e-06 1.22728e-05 -3.15998e-05 0.000244545 6.85863e-06 0.00014444 -8.68756e-05
internal_weight=0 3717 630 3087 3038 201 122 2837 2756 2691 573 479 94 433 179 254
internal_count=3763 3717 630 3087 3038 201 122 2837 2756 2691 573 479 94 433 179 254
is_linear=0
shrinkage=0.0995203


Tree=8601
num_leaves=18
num_cat=0
split_feature=28 5 5 20 18 5 9 20 23 20 20 4 26 18 11 4 17
split_gain=0.00173806 0.00125123 0.0234131 0.00111809 0.00103058 0.000931297 0.00108855 0.00156034 0.000855922 0.000691318 0.00237118 0.00111127 0.000618242 0.000701729 0.000556944 0.000474951 0.000286962
threshold=0.10337500000000002 -0.095169999999999991 -0.097345000000000001 -0.24910499999999999 0.23251500000000005 0.51100000000000012 0.088610000000000008 -0.073314999999999991 -0.046924999999999994 -0.0070099999999999997 -0.042414999999999994 0.10724500000000002 -0.074359999999999996 0.10786500000000003 -0.090715000000000004 0.11995000000000003 0.048755000000000014
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 14 -7 -8 -1 10 11 -10 16 -14 -5 -16 -11
right_child=-2 3 -4 4 -6 6 7 -9 9 12 -12 -13 13 -15 15 -17 -18
leaf_value=-0.00028768964527751349 -0.00059173657676176393 0.00045226803601133191 0.0022880787066731478 0.00033266548644900331 -0.00034719873860687608 0.00020257859492598995 -0.00075618230036538859 -9.1003653315641179e-05 0.00012163545224906217 0.00032927454017428486 0.00080769539995567197 -0.00038711783645042078 -0.00019343069192779771 0.00022370913282494128 1.0922576207383155e-05 -0.00025198262236566247 0
leaf_weight=88 46 51 47 52 91 46 57 99 273 50 46 50 246 46 2358 70 47
leaf_count=88 46 51 47 52 91 46 57 99 273 50 46 50 246 46 2358 70 47
internal_value=0 2.3315e-05 0.000126057 -8.8841e-06 -1.76607e-05 -6.17423e-06 -0.000211847 -0.000339297 4.97744e-06 4.00346e-05 0.000138224 4.03466e-05 -5.10019e-05 -0.000124913 1.02481e-05 3.00577e-06 0.000163055
internal_weight=0 3717 893 2824 2773 2682 202 156 846 758 369 323 389 292 2480 2428 97
internal_count=3763 3717 893 2824 2773 2682 202 156 846 758 369 323 389 292 2480 2428 97
is_linear=0
shrinkage=0.0995203


Tree=8602
num_leaves=16
num_cat=0
split_feature=28 3 3 21 5 3 21 18 26 27 26 26 6 0 6
split_gain=0.00140959 0.00123821 0.0124137 0.00103769 0.000812128 0.00151014 0.00340187 0.000561496 0.000628441 0.000715069 0.000472708 0.000987986 0.000381561 0.000693662 0.000669898
threshold=0.10337500000000002 0.084955000000000017 0.084735000000000019 0.17920500000000003 0.51100000000000012 0.11089500000000001 0.11309000000000002 -0.23451999999999998 -0.23202999999999999 0.10262500000000002 0.09271500000000002 0.087625000000000022 0.086275000000000032 -0.086304999999999993 0.082725000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 7 -6 -7 -3 -9 -10 11 12 14 -14 -1
right_child=-2 3 -4 -5 5 6 -8 8 9 -11 -12 -13 13 -15 -16
leaf_value=-4.084974949134077e-05 -0.00053284682951395353 0.00029515094973343875 0.0015489183064438389 0.00044919919020553221 0.00012542237873498248 -0.0011023866178811158 -6.9521730373862983e-06 -0.00029761323732243759 -5.6093304526957966e-06 0.00032843207052833987 -0.0002966701927941363 0.0004350381831098894 5.9703940163407745e-05 -0.00044787371380670244 0.00026325061699118864
leaf_weight=274 46 63 57 49 79 46 76 71 2638 65 46 55 52 50 96
leaf_count=274 46 63 57 49 79 46 76 71 2638 65 46 55 52 50 96
internal_value=0 2.09993e-05 0.000148189 -4.69251e-06 -1.22828e-05 -0.000205621 -0.000426695 1.12655e-06 -5.2559e-06 2.12063e-06 7.42023e-06 3.55166e-05 -9.30346e-06 -0.000181083 3.58395e-05
internal_weight=0 3717 630 3087 3038 201 122 2837 2774 2703 573 527 472 102 370
internal_count=3763 3717 630 3087 3038 201 122 2837 2774 2703 573 527 472 102 370
is_linear=0
shrinkage=0.0995203


Tree=8603
num_leaves=17
num_cat=0
split_feature=3 3 0 20 0 1 10 20 0 9 17 1 3 0 17 0
split_gain=0.00112065 0.0100599 0.000843591 0.000760798 0.000819382 0.0010569 0.000659839 0.000606486 0.000866184 0.00063128 0.000541721 0.000624606 0.000562139 0.000472327 0.000605742 0.000565064
threshold=0.084955000000000017 0.084735000000000019 -0.233955 -0.24910499999999999 -0.19631499999999999 0.0022300000000000006 0.091080000000000022 -0.081564999999999985 -0.068604999999999985 0.11296000000000002 0.056905000000000011 0.50462500000000021 0.083055000000000018 0.019150000000000004 -0.0014149999999999998 -0.086474999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 -4 5 -5 7 8 -6 -9 11 13 -12 14 15 -1
right_child=2 -3 3 4 6 -7 -8 9 -10 -11 12 -13 -14 -15 -16 -17
leaf_value=-0.00012629156585340152 0.00032452570465885301 0.0013947697131241098 0.00031351988272664732 -0.00063131585911966649 -4.5408090950302549e-05 9.5278241047757897e-06 -0.00036260173682373136 2.5434097077275489e-05 -0.00038554498079040596 -0.00016877082223699187 0 -0.00035670331910738981 0.00047035085551675625 -0.00025803123472250731 0.00035536339244745429 0.00014142459130012859
leaf_weight=173 72 57 66 50 407 47 54 2164 93 179 47 53 47 58 54 142
leaf_count=173 72 57 66 50 407 47 54 2164 93 179 47 53 47 58 54 142
internal_value=0 0.000133697 -1.15414e-05 -1.97164e-05 -2.73357e-05 -0.000312365 -1.75095e-05 -1.06669e-05 -0.000110311 1.02479e-05 7.04182e-06 -3.42659e-05 0.000226683 3.8385e-06 4.72181e-05 -3.00801e-06
internal_weight=0 631 3132 3060 2994 97 2897 2843 500 2343 574 480 94 427 369 315
internal_count=3763 631 3132 3060 2994 97 2897 2843 500 2343 574 480 94 427 369 315
is_linear=0
shrinkage=0.0995203


Tree=8604
num_leaves=23
num_cat=0
split_feature=18 8 5 1 2 1 2 1 21 3 8 4 3 4 5 5 2 21 18 4 18 18
split_gain=0.00238936 0.0168913 0.0015961 0.00231557 0.00101153 0.00105076 0.000960242 0.000893591 0.00121968 0.000924867 0.0014276 0.000787214 0.00168203 0.00188421 0.000777772 0.00104003 0.000903869 0.000765549 0.000659425 0.00100302 0.00177108 0.000449067
threshold=-0.093649999999999997 -0.094869999999999996 -0.52786999999999995 0.41291000000000005 0.10003000000000002 -0.49837999999999999 -0.0072299999999999994 0.012830000000000003 0.09185500000000002 0.11523000000000001 -0.092299999999999993 0.08544000000000003 0.10871500000000002 0.11860000000000002 -0.49053999999999998 -0.45822499999999994 -0.011474999999999999 0.10343500000000001 -0.098315 0.081905000000000019 -0.112385 0.087065000000000017
decision_type=2 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 -3 14 11 9 -9 -11 -8 21 -14 -4 -16 17 -17 19 20 -7 -13
right_child=2 4 6 -5 -6 18 7 8 -10 10 -12 12 13 -15 15 16 -18 -19 -20 -21 -22 -23
leaf_value=0.001998946790993922 -9.302020386287397e-05 -0.00041248734730168547 0.00027502455716994263 0.00064751711662602385 0.00047268407962972281 4.2152517238741461e-05 -0.0003130751965255923 0.00014063011798751273 -0.00065852824192341925 0 -0.00074422657975201632 0.00013013976730066225 -0.00063147745301652487 0.00017151117566172765 -0.00047160078484014451 -1.1307696770038461e-05 0.00040572916763925731 -0.00021305546566087629 0.0003062811610224484 0.00040873067180910108 -0.00052575729113219438 0.00059330470474638311
leaf_weight=47 82 57 85 82 47 248 81 61 72 54 47 48 54 60 52 2085 48 206 77 48 69 46
leaf_count=47 82 57 85 82 47 248 81 61 72 54 47 48 54 60 52 2085 48 206 77 48 69 46
internal_value=0 0.000188316 -2.93365e-05 0.000272257 3.09566e-05 -9.0085e-06 -4.6102e-05 -0.000168842 -0.000314074 -0.00015593 -0.000343146 -4.8416e-05 5.07127e-05 -0.000201671 -1.98454e-05 -3.06704e-05 -2.05177e-05 -2.98056e-05 4.11718e-05 -1.25126e-05 -7.88796e-05 0.000365504
internal_weight=0 593 3163 164 546 499 2999 523 234 162 101 289 208 114 2476 2391 2339 2291 442 365 317 94
internal_count=3756 593 3163 164 546 499 2999 523 234 162 101 289 208 114 2476 2391 2339 2291 442 365 317 94
is_linear=0
shrinkage=0.0995203


Tree=8605
num_leaves=16
num_cat=0
split_feature=2 2 9 4 10 20 26 11 6 9 21 1 8 8 27
split_gain=0.00183671 0.0152136 0.00110477 0.00139431 0.00122173 0.000958557 0.000829731 0.000990115 0.000706482 0.00123868 0.000701646 0.000738201 0.000491446 0.0003839 0.000100962
threshold=-0.10598499999999998 -0.122295 0.095415000000000014 0.10252500000000002 0.090150000000000022 0.27003000000000005 -0.23202999999999999 -0.37506 -0.36821999999999994 -0.063329999999999984 0.14299000000000003 0.051820000000000012 -0.080835000000000004 0.095620000000000024 0.078065000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 -4 6 -2 -8 9 12 11 -10 -9 14 -1
right_child=5 -3 4 -5 -6 -7 7 8 10 -11 -12 -13 -14 -15 -16
leaf_value=-7.4564620049090141e-06 -0.00038737630729221922 0.0018119352457112853 0.00047809549228924143 -0.00062751202135023386 -0.00011637821930376902 0.00043061777936809383 0.00041519909197243151 -0.00018020305291001912 -2.8015464914165802e-05 -0.00050089296927798325 -0.00030899451383271806 0.00010859437273802415 0.00025782394170993872 0.0002121081582790916 -0.00020658465279741085
leaf_weight=56 62 51 72 50 62 46 51 56 2466 83 78 465 46 47 65
leaf_count=56 62 51 72 50 62 46 51 56 2466 83 78 465 46 47 65
internal_value=0 0.000205278 -2.51798e-05 -0.000165462 0.000196931 -1.95439e-05 -2.60531e-05 -1.88973e-05 -2.6085e-05 -0.000215165 -1.41879e-05 -6.06316e-06 9.31282e-06 -2.30743e-05 -0.000121192
internal_weight=0 403 352 218 134 3353 3307 3245 3194 185 3009 2931 102 168 121
internal_count=3756 403 352 218 134 3353 3307 3245 3194 185 3009 2931 102 168 121
is_linear=0
shrinkage=0.0995203


Tree=8606
num_leaves=24
num_cat=0
split_feature=18 0 5 1 20 21 20 20 3 18 21 2 4 2 20 0 3 20 19 18 2 21 0
split_gain=0.00186524 0.0171155 0.00124245 0.00192676 0.00141107 0.00084639 0.000896201 0.00242669 0.00144317 0.0010165 0.000646942 0.000653573 0.00177012 0.00161732 0.000753755 0.000619938 0.000540042 0.000480279 0.0025386 0.00131182 0.0011666 0.000976016 0.000125858
threshold=-0.10212999999999998 -0.11239999999999999 -0.52786999999999995 0.41696500000000009 -0.048779999999999997 0.10343500000000001 -0.076194999999999999 -0.0083149999999999995 0.10871500000000002 0.038665000000000012 0.10068500000000002 0.12875500000000004 0.11474000000000002 0.097745000000000012 -0.073489999999999986 -0.094139999999999988 0.14823500000000003 -0.077044999999999988 0.0069650000000000016 -0.1394 -0.065999999999999989 0.10747000000000002 -0.070134999999999989
decision_type=2 2 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 10 8 9 -7 -8 11 13 -13 14 -4 -9 -14 21 19 20 -19 -3 -21
right_child=2 17 5 -5 -6 6 7 15 -10 -11 -12 12 16 -15 -16 -17 -18 18 -20 22 -22 -23 -24
leaf_value=0.001970219913975601 0.00037216579281584622 -0.00013013553910346836 -0.00011767704701738005 0.00076666958262991229 -0.00032436855849045902 0.00030747048135408637 -0.00099161127782934513 -0.00024642889703485648 -0.00037378412429252218 -0.00031200516518784172 0.00029356995489826846 -0.00058172819640442256 0.00020146285033077228 0.00055375546798813106 8.5163559205282433e-06 0.00019486269462401246 -0.00022258415260317032 0.00051258720013155597 -0.00070934913303372332 -9.0982305214325944e-05 -6.3723848128206852e-05 0.00037772616367276257 -0.00035638114538072305
leaf_weight=48 57 69 626 49 58 75 51 60 52 46 64 75 74 49 1829 66 49 76 53 46 60 78 46
leaf_count=48 57 69 626 49 58 75 51 60 52 46 64 75 74 49 1829 66 49 76 53 46 60 78 46
internal_value=0 0.000188145 -2.26327e-05 0.000243701 1.37517e-05 -3.69129e-05 -0.000182984 -0.000303443 2.20857e-05 -0.000677764 -1.81336e-05 -2.58197e-05 -0.000200141 -1.17085e-05 -2.33282e-05 -8.77914e-06 2.5878e-05 -9.80143e-06 -8.78232e-05 5.3064e-05 0.000252313 0.000133773 -0.00023258
internal_weight=0 476 3280 164 115 3116 350 223 127 97 2766 2702 198 2504 2455 126 123 428 281 228 136 147 92
internal_count=3756 476 3280 164 115 3116 350 223 127 97 2766 2702 198 2504 2455 126 123 428 281 228 136 147 92
is_linear=0
shrinkage=0.0995203


Tree=8607
num_leaves=22
num_cat=0
split_feature=1 1 5 20 2 0 3 9 5 4 3 10 10 1 1 26 9 1 1 2 2
split_gain=0.0015498 0.0200351 0.00135001 0.00170894 0.00121048 0.00124026 0.00153908 0.000848468 0.000665022 0.0012009 0.000770002 0.000451111 0.000712036 0.000442469 0.0010358 0.000917716 0.00531247 0.000941906 0.000821463 0.000514892 0.000827594
threshold=0.051820000000000012 0.056790000000000014 -0.52786999999999995 -0.042414999999999994 -0.0043799999999999993 -0.113275 0.11721500000000003 -0.076039999999999983 -0.49053999999999998 0.12205500000000002 0.09940000000000003 0.09056500000000002 0.085585000000000022 -0.085184999999999997 -0.083284999999999984 0.10924500000000002 0.094010000000000024 -0.080500000000000002 -0.085844999999999991 0.12875500000000004 0.10003000000000002
decision_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 -2 3 -3 8 6 -6 -7 -4 10 -10 12 13 18 -15 17 -17 -16 19 20 -1
right_child=1 2 4 -5 5 7 -8 -9 9 -11 -12 -13 -14 14 15 16 -18 -19 -20 -21 -22
leaf_value=4.2125071894755341e-06 0.0019766144674246756 -3.4524114289329442e-05 0.00027223066444228937 0.00062625570693411285 -0.00091223498128685065 0.00023953244714012355 -0.00013789073658917881 -0.00031603583744538798 0.00032265225196537254 -0.00040173777572720458 -4.0490297144462654e-05 0.00027236481657074194 -0.00036338364167696476 -0.00039140605082159597 -0.00029738994814250012 0.0010040389753867712 -9.0824559916766309e-05 -4.1347573044881318e-05 0.00044071990536393758 -0.00022800551690256343 0.0004298868507530188
leaf_weight=647 54 82 89 70 49 58 59 51 79 70 206 47 65 87 160 55 213 1438 46 82 49
leaf_count=647 54 82 89 70 49 58 59 51 79 70 206 47 65 87 160 55 213 1438 46 82 49
internal_value=0 0.000120303 -1.9881e-06 0.000264397 -6.4483e-05 -0.000257505 -0.000496794 -1.2902e-05 2.80108e-05 -3.09102e-05 5.72979e-05 -3.13839e-05 -3.66953e-05 -2.87538e-05 -5.47124e-05 -3.85757e-05 0.000130813 -6.74961e-05 3.17782e-05 6.54692e-06 3.53572e-05
internal_weight=0 867 813 152 661 217 108 109 444 355 285 2889 2842 2777 1953 1866 268 1598 824 778 696
internal_count=3756 867 813 152 661 217 108 109 444 355 285 2889 2842 2777 1953 1866 268 1598 824 778 696
is_linear=0
shrinkage=0.0995203


Tree=8608
num_leaves=12
num_cat=0
split_feature=18 4 21 24 1 1 5 1 0 1 0
split_gain=0.0093434 0.00123519 0.00117977 0.000930951 0.000627393 0.000964882 0.00102227 0.00060898 0.000513048 0.00228186 0.000821681
threshold=0.26473000000000008 0.15730000000000002 0.15544000000000005 0.084270000000000025 -0.088694999999999982 -0.112275 -0.011204999999999998 -0.14482999999999999 -0.071799999999999989 -0.072579999999999992 -0.073219999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 10 -10 -6
right_child=-2 -3 -4 -5 8 6 -8 -9 9 -11 -12
leaf_value=6.3677425339344587e-06 -0.0011816049042209368 -0.00053349698752308604 0.00040904027907392868 0.00033169993262825064 -6.2313064038100707e-05 -0.00014924857560744581 0.00031768492871265028 -0.00036305175246162987 0.0005842880133734629 -3.8862424399057816e-05 -0.00047325808522336678
leaf_weight=414 70 46 64 72 2192 58 198 49 66 482 50
leaf_count=414 70 46 64 72 2192 58 198 49 66 482 50
internal_value=0 -2.05391e-05 -1.3841e-05 -2.16273e-05 -2.91104e-05 5.32313e-05 0.000208698 -3.09604e-05 -5.06238e-05 3.46947e-05 -7.18429e-05
internal_weight=0 3691 3645 3581 3509 719 256 463 2790 548 2242
internal_count=3761 3691 3645 3581 3509 719 256 463 2790 548 2242
is_linear=0
shrinkage=0.0995203


Tree=8609
num_leaves=11
num_cat=0
split_feature=18 30 24 5 28 21 10 21 3 21
split_gain=0.0075756 0.00119306 0.000783523 0.000668663 0.000895663 0.000724569 0.000710871 0.000530023 0.000799449 0.000691945
threshold=0.26473000000000008 0.11901000000000002 0.084270000000000025 0.51659500000000014 0.080375000000000016 0.11162500000000002 0.086175000000000015 0.087625000000000022 0.12212000000000002 0.086565000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -5 9 -9 -1
right_child=-2 -3 -4 5 -6 -7 -8 8 -10 -11
leaf_value=-3.1420341557138621e-06 -0.0010640113445570865 -0.00045899007702820846 0.00031812938859651646 -0.0001876021111502293 -0.00037539396249677576 0.00046858726221636827 0.00031755542981409563 -0.00012524842684803503 0.00013033522485675597 0.00036716732464532641
leaf_weight=2363 70 60 70 64 72 56 48 766 141 51
leaf_count=2363 70 60 70 64 72 56 48 766 141 51
internal_value=0 -1.8495e-05 -1.09907e-05 -1.76902e-05 -2.7495e-05 0.000175459 2.15849e-05 -1.9706e-05 -8.46134e-05 4.34229e-06
internal_weight=0 3691 3631 3561 3393 168 112 3321 907 2414
internal_count=3761 3691 3631 3561 3393 168 112 3321 907 2414
is_linear=0
shrinkage=0.0995203


Tree=8610
num_leaves=8
num_cat=0
split_feature=18 11 11 21 29 27 1
split_gain=0.00614251 0.00171608 0.00108453 0.000678834 0.000522295 0.00070396 0.000573032
threshold=0.26473000000000008 -0.37931999999999999 -0.11166 0.15544000000000005 0.096845000000000028 -0.032854999999999995 -0.088694999999999982
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7
right_child=-2 2 3 -5 -6 6 -8
leaf_value=-0.00053177797129598059 -0.00095812075337118198 0.00046195606623232363 0.00032343456413828578 0.00031999189006287512 -0.00027014627685174625 6.0306003279521946e-05 -4.0898733147379124e-05
leaf_weight=63 70 48 60 59 81 693 2687
leaf_count=63 70 48 60 59 81 693 2687
internal_value=0 -1.66323e-05 -7.46121e-06 -1.39837e-05 -1.98125e-05 -1.36801e-05 -1.99066e-05
internal_weight=0 3691 3628 3580 3521 3440 3380
internal_count=3761 3691 3628 3580 3521 3440 3380
is_linear=0
shrinkage=0.0995203


Tree=8611
num_leaves=8
num_cat=0
split_feature=18 11 11 24 21 3 22
split_gain=0.00498075 0.00139167 0.000879319 0.000685231 0.000603168 0.000506413 0.00055301
threshold=0.26473000000000008 -0.37931999999999999 -0.11166 0.084270000000000025 0.15544000000000005 0.15361500000000003 0.11657000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=-0.00047885532602158623 -0.00086276835113530549 0.000415982126763135 -1.4726133564566805e-05 0.00028854657367004998 0.00029815186834829228 -0.0003466588370780177 -0.00035248502500092314
leaf_weight=63 70 48 3352 73 58 48 49
leaf_count=63 70 48 3352 73 58 48 49
internal_value=0 -1.49329e-05 -6.6513e-06 -1.25466e-05 -1.90474e-05 -2.46189e-05 -1.98331e-05
internal_weight=0 3691 3628 3580 3507 3449 3401
internal_count=3761 3691 3628 3580 3507 3449 3401
is_linear=0
shrinkage=0.0995203


Tree=8612
num_leaves=23
num_cat=0
split_feature=26 26 3 9 29 5 3 3 0 0 0 3 3 9 3 17 8 5 2 2 20 20
split_gain=0.00321186 0.0354409 0.0114865 0.00731103 0.00190816 0.001004 0.000980536 0.000952221 0.000727608 0.00150617 0.00134803 0.00195386 0.00111342 0.000555513 0.000577501 0.00105564 0.00237051 0.000863607 0.00060663 0.0011421 0.000838304 0.000539161
threshold=0.087745000000000031 0.088015000000000024 0.08511500000000001 0.084595000000000017 0.091190000000000021 0.51935500000000012 0.10871500000000002 0.14530500000000005 -0.082224999999999993 -0.08317999999999999 -0.080204999999999985 0.090765000000000026 0.12274500000000002 0.12372500000000002 0.087975000000000012 0.056905000000000011 -0.085764999999999994 -0.013050000000000001 -0.079739999999999991 -0.068779999999999994 -0.079725000000000004 -0.07650499999999999
decision_type=2 2 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 13 -7 8 9 21 11 -10 -12 14 15 17 -17 -1 20 -20 -16 -4
right_child=1 2 7 -5 -6 6 -8 -9 10 -11 12 -13 -14 -15 18 16 -18 -19 19 -21 -22 -23
leaf_value=-8.4412333508238798e-05 -0.0028310097471561197 -0.00028583120392566597 -0.00021896379445454696 -0.0020097567853781047 -0.00048903662414653132 -0.00058617343601157976 1.4042987051594206e-06 0.00038718758619968237 -7.5682811524552566e-05 0.00052242996415525643 -6.2148890853247682e-06 -0.00085300168100125326 -0.00043452841217934805 0.00029147537796878948 1.146940186609702e-05 0.00085040318870380997 0 0.00013236132787580219 0.00043521015726187101 -1.4445190005834855e-05 -0.00025457009038661201 4.3760132789902807e-05
leaf_weight=352 49 51 101 49 79 54 53 51 83 58 628 55 67 75 227 53 85 373 62 548 231 323
leaf_count=352 49 51 101 49 79 54 53 51 83 58 628 55 67 75 227 53 85 373 62 548 231 323
internal_value=0 -0.000197489 -0.000108907 -0.00113874 -8.63239e-06 8.94136e-06 -0.00028748 -3.29173e-05 -4.98329e-05 4.63073e-05 -0.000106445 -0.000391416 -4.86835e-05 2.51606e-05 1.43929e-05 7.5235e-05 0.000328045 2.59848e-05 -3.40042e-05 2.99155e-05 -0.000120925 -1.6892e-05
internal_weight=0 1515 1466 100 2192 2113 107 1366 1315 482 833 138 695 2006 1931 863 138 725 1068 610 458 424
internal_count=3707 1515 1466 100 2192 2113 107 1366 1315 482 833 138 695 2006 1931 863 138 725 1068 610 458 424
is_linear=0
shrinkage=0.0995203


Tree=8613
num_leaves=28
num_cat=0
split_feature=5 5 0 0 4 2 9 3 9 1 1 1 1 9 17 6 6 5 26 21 2 3 3 20 4 26 8
split_gain=0.00293409 0.0296804 0.0724845 0.0017622 0.0028958 0.00119959 0.000886503 0.00194948 0.00178079 0.00148884 0.00143367 0.00211816 0.00228084 0.00180557 0.00110658 0.00105116 0.000733765 0.000645118 0.000600112 0.00130969 0.00130759 0.000599851 0.00137611 0.00135994 0.000580369 0.000917261 0.000385483
threshold=-0.09583499999999999 -0.13803499999999999 -0.095339999999999994 -0.15468499999999999 0.10533000000000002 0.13896000000000006 0.092855000000000021 0.092200000000000018 0.092150000000000024 0.051820000000000012 -0.07002499999999999 -0.076329999999999995 -0.078954999999999984 0.096225000000000019 0.51174000000000019 0.11766500000000002 -0.03252 -0.092864999999999989 -0.025024999999999999 0.09266000000000002 -0.035314999999999992 0.11275500000000002 0.10583000000000002 -0.058504999999999995 0.12205500000000002 0.0054200000000000012 -0.090440000000000006
decision_type=2 2 2 2 2 2 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 18 8 -8 9 17 11 12 13 -9 15 16 -12 -2 19 20 -5 22 -19 -23 25 -20 -6
right_child=6 2 -4 5 26 -7 7 10 -10 -11 14 -13 -14 -15 -16 -17 -18 21 24 -21 -22 23 -24 -25 -26 -27 -28
leaf_value=0.00017544382206302587 0.00032410211825766998 0.00023857796602400633 -0.0046919162486254535 0.00042109789447752785 -0.00038888078137209179 0.00044054850216583861 -0.00062122273404549913 -0.00071726740093241796 0.0004576294892886771 -0.0004106967865237591 -2.2256324439369249e-05 -0.00073784927783607397 0.00051964785927534861 -1.6710347957887476e-05 0.00045429565575473801 -0.00040585519988556269 0.00034751862757067745 -3.7702677445680669e-06 0.00053437649709333983 -0.00057918875614107652 -0.00021330980332705176 0.00056896282449181163 -0.0004821495693002278 -4.6374829038834348e-05 -0.00020448315034456776 6.8858536512076177e-05 -0.00083268352560146943
leaf_weight=76 61 76 48 53 46 80 70 57 83 89 242 66 47 108 57 58 67 1618 54 46 81 57 62 89 48 215 53
leaf_count=76 61 76 48 53 46 80 70 57 83 89 242 66 47 108 57 58 67 1618 54 46 81 57 62 89 48 215 53
internal_value=0 -0.000236828 -0.0016634 -5.07177e-07 -0.000278212 8.22999e-05 -2.7955e-05 -0.000118955 5.76697e-06 -1.27988e-05 -6.77055e-05 -0.000243821 -8.61581e-05 -0.000263682 4.58357e-05 -1.5373e-05 5.52722e-05 5.53415e-06 2.29869e-05 -0.000120014 3.15036e-05 -4.65973e-06 -2.1912e-05 0.000188253 0.000106769 0.000165352 -0.000634741
internal_weight=0 876 124 752 175 577 2831 772 2059 1976 702 278 212 165 424 367 309 1887 497 180 134 1826 1680 146 317 269 99
internal_count=3707 876 124 752 175 577 2831 772 2059 1976 702 278 212 165 424 367 309 1887 497 180 134 1826 1680 146 317 269 99
is_linear=0
shrinkage=0.0995203


Tree=8614
num_leaves=26
num_cat=0
split_feature=5 5 2 29 9 9 20 5 20 9 9 18 9 1 3 10 9 1 1 9 9 8 17 8 5
split_gain=0.00237344 0.0240456 0.0479366 0.00113574 0.000921106 0.000751639 0.000732895 0.00107248 0.000733359 0.000720947 0.00178006 0.00221058 0.00144434 0.00120689 0.00114676 0.00076551 0.000776346 0.00216687 0.00123508 0.000593364 0.00121779 0.00192972 0.000973982 0.000928018 0.000501785
threshold=-0.09583499999999999 -0.13803499999999999 -0.078994999999999996 0.0044100000000000016 0.11351500000000002 0.098465000000000011 -0.048779999999999997 -0.497305 -0.094259999999999997 0.092855000000000021 0.094375000000000028 -0.067924999999999999 0.092150000000000024 0.051820000000000012 0.094045000000000031 0.086165000000000019 0.096385000000000012 -0.068094999999999989 -0.07002499999999999 0.084055000000000032 0.082335000000000019 -0.086064999999999989 -0.53447999999999996 -0.081669999999999993 -0.01504
decision_type=2 2 2 2 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 8 -8 -1 12 11 -11 13 19 -12 16 17 -16 -18 20 24 -22 -21 -24 -2
right_child=9 2 -4 -5 -6 -7 7 -9 -10 10 14 -13 -14 -15 15 -17 18 -19 -20 22 21 -23 23 -25 -26
leaf_value=-8.4305216388535427e-05 0.00014573756318781152 -0.0040452244997990564 0 -0.00040241252257265891 0.00035346520390983321 -0.00033119464728815183 -0.00027522242473096219 8.4087109700504943e-05 0.00031218292795628103 -0.00095869152827311461 -0.00039174364371054771 -7.9993136612387016e-05 0.0004120860998644729 -0.00036982411511277255 0.00077215004920473847 -0.00034402398327294792 -0.0002817100291877643 -0.00013551117169630124 9.589692378305792e-05 -0.00044462331902652075 0.00065635436124596006 0 -8.5398275865001779e-05 0.00010631121719580863 -5.9222393206422131e-05
leaf_weight=65 170 46 78 64 80 63 135 206 139 51 81 69 83 89 49 55 121 53 293 56 82 94 714 383 388
leaf_count=65 170 46 78 64 80 63 135 206 139 51 81 69 83 89 49 55 121 53 293 56 82 94 714 383 388
internal_value=0 -0.000213166 -0.0014972 -3.4835e-07 3.58631e-05 -4.58022e-06 3.16732e-05 -5.57609e-05 0.000181838 -2.52593e-05 -0.000107328 -0.000460262 5.11391e-06 -1.15663e-05 -4.11151e-05 7.19016e-06 4.62123e-05 0.000292497 -1.24891e-05 4.89705e-06 7.52254e-05 0.000303513 -3.9164e-05 -1.77197e-05 1.75354e-06
internal_weight=0 876 124 752 688 608 545 341 204 2831 772 120 2059 1976 652 571 516 102 414 1887 734 176 1153 1097 558
internal_count=3707 876 124 752 688 608 545 341 204 2831 772 120 2059 1976 652 571 516 102 414 1887 734 176 1153 1097 558
is_linear=0
shrinkage=0.0995203


Tree=8615
num_leaves=21
num_cat=0
split_feature=26 26 9 9 31 2 8 9 1 5 5 9 4 18 2 17 18 18 20 5
split_gain=0.00251445 0.027797 0.00287836 0.0111598 0.00117288 0.00090922 0.00118878 0.000649389 0.00081387 0.0006137 0.0010634 0.000768116 0.00128463 0.000589608 0.000992665 0.000788115 0.00401827 0.000745078 0.000492335 0.000712168
threshold=0.087745000000000031 0.088015000000000024 0.086315000000000017 0.085335000000000022 1.0000000180025095e-35 -0.086050000000000001 -0.084674999999999986 0.08735500000000003 0.15756500000000004 0.41088500000000011 0.2686150000000001 0.089105000000000018 0.10343500000000001 -0.10303999999999999 -0.019910000000000001 0.11180000000000002 -0.030229999999999996 -0.025879999999999997 0.096345000000000028 -0.067559999999999995
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 9 -3 -7 -4 18 10 13 -11 -13 14 -1 17 -17 -15 19 -9
right_child=1 2 7 -5 -6 6 -8 8 -10 11 -12 12 -14 15 -16 16 -18 -19 -20 -21
leaf_value=6.8457247593779767e-06 -0.0024939235156640487 0.0002852852887784143 0.00025898591402374828 -0.0017941149271007142 -0.00047614620659594184 2.6735219419385999e-05 -0.00060348196206998184 -0.00021124156742678647 0.00028222981637169995 -0.00048434329532653345 0.00042836734887610544 0.00025371714179526036 -0.00042208050869426306 -0.00010983425425914891 -0.00054500586533524193 0.001037873933296053 1.465803992945497e-05 4.8102593740468942e-05 0.00024360452805187327 -2.6626361623860402e-05
leaf_weight=90 49 54 75 46 49 77 46 292 71 52 65 68 47 405 48 46 229 1093 48 757
leaf_count=90 49 54 75 46 49 77 46 292 71 52 65 68 47 405 48 46 229 1093 48 757
internal_value=0 -0.000161645 -8.31321e-05 -0.000412587 4.73988e-06 -4.89204e-05 -0.0002023 -2.33678e-05 -4.21992e-05 1.61174e-05 3.1948e-05 -0.000166293 -1.536e-05 1.80359e-05 -0.000179171 3.38471e-05 0.000188791 4.85623e-06 -6.39432e-05 -7.87963e-05
internal_weight=0 1515 1466 223 2192 177 123 1243 1168 2143 1976 167 115 1911 138 1773 275 1498 1097 1049
internal_count=3707 1515 1466 223 2192 177 123 1243 1168 2143 1976 167 115 1911 138 1773 275 1498 1097 1049
is_linear=0
shrinkage=0.0995203


Tree=8616
num_leaves=25
num_cat=0
split_feature=28 1 1 3 3 5 4 4 1 10 4 18 1 5 29 5 5 3 1 5 3 19 4 1
split_gain=0.0200978 0.00127724 0.0137004 0.00258888 0.0133465 0.00218514 0.00170664 0.00221897 0.00250769 0.00115259 0.00105534 0.000829834 0.000928073 0.000744342 0.000734255 0.000674291 0.000875166 0.00121349 0.000860698 0.00133188 0.000848642 0.000658741 0.000566471 0.000143792
threshold=0.083225000000000021 -0.083684999999999996 -0.084514999999999993 0.088685000000000028 0.089655000000000026 0.17982000000000006 0.13240000000000005 0.13707500000000003 0.51334500000000016 0.086275000000000018 0.14602500000000004 -0.0090849999999999976 -0.09225499999999999 -0.011514999999999999 -0.082239999999999994 -0.087105000000000002 -0.46244499999999994 0.10377500000000002 -0.080085000000000003 -0.015214999999999999 0.11523000000000001 -0.112555 0.10343500000000001 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 2 3 5 -5 11 14 -8 10 22 -9 13 -13 -1 23 16 17 -16 19 -17 -18 -20 -6 -3
right_child=-2 6 -4 4 9 -7 7 8 -10 -11 -12 12 -14 -15 15 18 20 -19 21 -21 -22 -23 -24 -25
leaf_value=0.0003954775601597706 -0.0016861106671608153 -0.00012264891549465217 0.0018407555173345102 0.0017694948025651662 5.8061835491747792e-05 -0.0005790984927691754 0.00089374355377629501 -0.00052607947225525925 0.00064904302408948439 0.00046219536937399264 0.00012100080275133496 3.5143307700027444e-05 -0.00048000071398524572 1.3272833150074937e-05 0.00019536263712747619 -0.00052763707931759737 0.00011282706953504982 -0.00023127493419676658 0.00037016160651296402 6.8437005259016159e-05 0.00048238061905652205 -8.5757564255129267e-06 -0.00024217061839987991 -0.00039596750659324088
leaf_weight=68 66 53 46 51 254 73 49 47 56 59 50 74 61 215 111 79 487 160 47 66 73 1371 82 46
leaf_count=68 66 53 46 51 254 73 49 47 56 59 50 74 61 215 111 79 487 160 47 66 73 1371 82 46
internal_value=0 6.58045e-05 0.000163099 7.98648e-05 0.000253861 -7.65179e-05 3.00124e-05 0.000308331 0.000115495 5.60994e-05 -0.000184094 9.29502e-06 -0.000191562 0.000108003 7.13279e-06 1.84353e-05 9.10475e-05 -5.35059e-05 -1.96466e-05 -0.000250675 0.000162463 3.4003e-06 -1.27728e-05 -0.000257915
internal_weight=0 3678 983 937 446 491 2695 202 153 395 97 418 135 283 2493 2394 831 271 1563 145 560 1418 336 99
internal_count=3744 3678 983 937 446 491 2695 202 153 395 97 418 135 283 2493 2394 831 271 1563 145 560 1418 336 99
is_linear=0
shrinkage=0.0995203


Tree=8617
num_leaves=18
num_cat=0
split_feature=28 9 26 26 6 6 9 26 8 9 10 1 9 4 8 2 1
split_gain=0.0162994 0.00153295 0.00160387 0.012426 0.0311401 0.00142129 0.00162018 0.00111355 0.00212889 0.000876016 0.0010393 0.00168497 0.00034062 0.00351997 0.00159911 0.0013473 0.000700993
threshold=0.083225000000000021 0.22832000000000005 0.087170000000000011 0.088605000000000017 0.088565000000000019 0.10384500000000003 0.083325000000000024 0.087625000000000022 -0.085289999999999991 0.10679000000000001 0.086275000000000018 -0.50597999999999999 0.11296000000000002 0.11541000000000003 -0.0061900000000000002 -0.065999999999999989 -0.057259999999999998
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 7 9 -7 -4 -9 10 11 -1 13 15 16 -5 -14
right_child=-2 -3 3 12 -6 6 -8 8 -10 -11 -12 -13 14 -15 -16 -17 -18
leaf_value=-0.00038171907409118076 -0.0015183086184039644 0.0006026967786421732 -0.00027584232999119463 1.0700820639773928e-05 0.002500238128268311 -1.5644737244540595e-05 -0.00078878878782728335 0.00075065581057041355 -0.00010932669889924368 -0.0003002782590065667 0.00039629631474164169 3.6680782598920633e-05 -0.00016486727880849413 0.00079390977528235077 -0.00062390342230440507 -0.000477197852314299 0.00037030891956826677
leaf_weight=101 66 51 63 1086 73 66 48 48 67 84 73 1662 49 56 46 59 46
leaf_count=101 66 51 63 1086 73 66 48 48 67 84 73 1662 49 56 46 59 46
internal_value=0 5.93664e-05 5.15008e-05 0.000126308 0.000769033 -6.68486e-06 -0.00034836 5.44454e-05 0.000242504 1.31758e-05 2.79627e-05 1.22468e-05 5.48651e-06 2.32518e-05 -0.000140027 -1.37249e-05 8.56536e-05
internal_weight=0 3678 3627 1593 251 2034 114 178 115 1920 1836 1763 1342 1201 141 1145 95
internal_count=3744 3678 3627 1593 251 2034 114 178 115 1920 1836 1763 1342 1201 141 1145 95
is_linear=0
shrinkage=0.0995203


Tree=8618
num_leaves=18
num_cat=0
split_feature=28 9 26 26 6 8 2 5 2 21 6 19 21 26 5 9 3
split_gain=0.0132162 0.00124249 0.00135019 0.0154774 0.0272139 0.00141219 0.000867964 0.00105685 0.00210842 0.00238156 0.000795 0.000696685 0.00040337 0.00188861 0.00104274 0.0010871 0.000926129
threshold=0.083225000000000021 0.22832000000000005 0.087625000000000022 0.088605000000000017 0.08866000000000003 -0.085289999999999991 -0.24163499999999999 0.26473000000000008 0.10003000000000002 0.10384500000000002 0.15086500000000005 0.11198000000000002 0.089350000000000027 0.090845000000000023 0.26411500000000004 0.11408000000000003 0.09940000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 -1 10 9 -9 11 -8 14 -14 15 -5 -15
right_child=-2 -3 3 12 -6 -7 7 8 -10 -11 -12 -13 13 16 -16 -17 -18
leaf_value=0.00036171337742388191 -0.0013672062323419963 0.00054271628325635213 0.00062294204041562064 2.5958862461252888e-05 0.0030227994760904714 -6.2891897535367227e-05 1.6112595261067597e-06 -0.00078786499529090502 0.00024678324845252937 4.2449624890229883e-06 -0.00038299254973401246 0.00024665129113410204 0.00059546149489353526 0.00024709060705795967 -0.00049016059193639173 -0.00037896063245216357 -0.0001297396274100704
leaf_weight=62 66 51 49 867 48 71 1670 83 63 65 50 124 62 95 46 71 201
leaf_count=62 66 51 49 867 48 71 1670 83 63 65 50 124 62 95 46 71 201
internal_value=0 5.34139e-05 4.6308e-05 0.000118226 0.00101877 0.000210335 -4.60221e-06 -1.60524e-05 -0.000227167 -0.000434448 7.66048e-06 1.90046e-05 4.87978e-06 9.58508e-05 -2.73855e-05 -3.81798e-06 -6.03184e-06
internal_weight=0 3678 3627 1510 168 120 2117 2055 211 148 1844 1794 1342 358 984 938 296
internal_count=3744 3678 3627 1510 168 120 2117 2055 211 148 1844 1794 1342 358 984 938 296
is_linear=0
shrinkage=0.0995203


Tree=8619
num_leaves=17
num_cat=0
split_feature=28 11 1 1 3 1 5 17 19 5 5 17 21 26 1 3
split_gain=0.0107184 0.00102698 0.00111069 0.0104049 0.00216425 0.0108971 0.0014148 0.000910639 0.000538914 0.000544034 0.00094497 0.00210569 0.000857182 0.000816144 0.000795992 0.000489451
threshold=0.083225000000000021 -0.37506 -0.083684999999999996 -0.084514999999999993 0.088685000000000028 -0.090374999999999997 0.17982000000000006 -0.10811499999999999 -0.112555 -0.041054999999999994 -0.021739999999999999 0.11639500000000001 0.13042000000000004 -0.14678499999999997 0.073820000000000011 0.084550000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 7 15 -6 -4 12 11 -11 13 -10 -12 -3
right_child=-2 2 8 -5 5 -7 -8 -9 9 10 14 -13 -14 -15 -16 -17
leaf_value=0.00043260947048106131 -0.0012311415782166942 9.2752454127475041e-05 0.00034105206639265656 0.0015934587735231399 0.00016988217982069579 0.001619180567819299 -0.00048785563719126794 -0.00014213565298521469 -0.0003164966577434967 5.638335858337433e-05 2.8487012733964345e-06 -0.00070847939314262092 0.0004473681758395343 4.3643103709199948e-05 -0.00042024151399121533 -0.00012224188760048257
leaf_weight=68 66 213 47 46 224 49 73 156 65 75 959 65 50 1337 46 205
leaf_count=68 66 213 47 46 224 49 73 156 65 75 959 65 50 1337 46 205
internal_value=0 4.81867e-05 4.07188e-05 0.000132094 5.81358e-05 0.000221959 -8.33336e-05 3.96364e-05 7.02473e-06 6.64343e-07 -5.03083e-05 -0.000292884 4.14235e-05 2.63623e-05 -1.57021e-05 -1.07289e-05
internal_weight=0 3678 3610 966 920 429 491 380 2644 2597 1145 140 1452 1402 1005 418
internal_count=3744 3678 3610 966 920 429 491 380 2644 2597 1145 140 1452 1402 1005 418
is_linear=0
shrinkage=0.0995203


Tree=8620
num_leaves=31
num_cat=0
split_feature=0 0 18 3 9 3 3 3 18 9 1 17 2 3 12 0 0 9 8 9 26 18 0 4 0 3 1 3 4 1
split_gain=0.000873819 0.00706381 0.0155034 0.00126357 0.00163106 0.00187173 0.00140216 0.00121932 0.00114023 0.00333465 0.0068886 0.00215167 0.00163147 0.0010651 0.000734953 0.000734136 0.00238682 0.00391269 0.00144604 0.00092168 0.000724245 0.00065361 0.000752409 0.00125565 0.00080327 0.00122643 0.000600333 0.000567446 0.000588145 4.664e-05
threshold=-0.085605000000000001 -0.086474999999999996 -0.01205 0.093615000000000018 0.083795000000000022 0.084895000000000012 0.094410000000000008 0.092300000000000021 0.090795000000000028 0.08938500000000002 -0.083284999999999984 -0.000475 -0.081344999999999987 0.095490000000000019 -0.0071149999999999989 -0.077314999999999981 -0.072274999999999992 0.09697500000000002 -0.077604999999999993 0.11351500000000002 0.091915000000000024 -0.10303999999999999 -0.23058999999999999 0.096160000000000009 -0.15468499999999999 0.10850000000000003 -0.035694999999999998 0.081685000000000021 0.11259500000000001 0.40780000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 -3 4 5 14 -5 8 9 12 -11 -10 -6 -8 -2 18 17 -17 -15 -18 -9 26 23 -23 25 -24 -1 29 -29 -26
right_child=3 2 -4 6 7 -7 13 20 11 10 -12 -13 -14 15 -16 16 19 -19 -20 -21 -22 22 24 -25 27 -27 -28 28 -30 -31
leaf_value=4.4858110553128524e-05 0.00021824121463458716 0.0021994316024414912 -9.8235943977357745e-05 0.00061560967252691982 -0.00010979212345608927 0.00062377534517370778 -0.000340204462002587 -0.00075853493536862115 -0.00082416369445115125 -0.00057341540120169293 0.00075622264600925377 6.866061663280452e-05 -0.00071881232531611214 -0.00055526541653491321 -0.00024075120553783408 4.9904283319898706e-05 -1.858443991677961e-06 0.0012369158128434068 0.00015511024912159092 0.00028872996895358853 -0.00017093454143722356 0.00070226077114612234 8.728873685123943e-05 2.0126616134333705e-05 -0.00023733802230992471 -0.00044969250381365292 -0.0004232563281435264 6.5754399712574408e-05 0.00032039040853564952 -6.6872370619249977e-05
leaf_weight=48 65 49 70 47 463 65 62 46 55 56 121 49 49 50 73 70 610 47 63 130 46 47 86 68 46 79 55 878 103 52
leaf_count=48 65 49 70 47 463 65 62 46 55 56 121 49 49 50 73 70 610 47 63 130 46 47 86 68 46 79 55 878 103 52
internal_value=0 0.000103278 0.000840984 5.54412e-06 -6.9729e-05 0.000183036 8.22038e-05 -0.000128633 -8.75753e-05 -3.98876e-05 0.000330921 -0.000395635 -0.000169676 5.71179e-05 -1.86271e-05 8.33577e-05 0.000115342 0.000533735 -0.000151971 4.80846e-05 -0.000473633 4.26719e-05 6.14513e-05 0.000306031 3.81834e-05 -0.00016485 -0.000197158 6.99898e-05 9.33244e-05 -0.00015524
internal_weight=0 1581 119 2167 1088 203 1079 885 793 689 177 104 512 1032 138 970 857 117 113 740 92 1462 1359 115 1244 165 103 1079 981 98
internal_count=3748 1581 119 2167 1088 203 1079 885 793 689 177 104 512 1032 138 970 857 117 113 740 92 1462 1359 115 1244 165 103 1079 981 98
is_linear=0
shrinkage=0.0995203


Tree=8621
num_leaves=28
num_cat=0
split_feature=28 8 8 8 1 20 0 8 3 3 1 0 0 5 1 1 20 18 18 5 0 5 8 3 0 0 5
split_gain=0.00075794 0.000702613 0.00243719 0.0123344 0.00188136 0.00206248 0.00173547 0.00100891 0.000918804 0.00156014 0.00135319 0.000857686 0.00132039 0.000770968 0.000742672 0.000605204 0.000820316 0.000523938 0.00122383 0.000688063 0.000534765 0.000469473 0.00029145 0.000383959 0.000211479 8.61212e-05 5.40016e-05
threshold=0.10017000000000002 -0.089594999999999994 -0.085385000000000003 -0.085814999999999989 -0.010395 -0.011044999999999999 -0.090789999999999996 -0.092094999999999996 0.10089500000000003 0.10377500000000002 -0.50763499999999995 -0.081674999999999984 -0.082339999999999983 0.2686150000000001 -0.076090000000000005 -0.49056499999999997 -0.048779999999999997 0.082540000000000016 0.09679500000000002 -0.084089999999999984 -0.14574499999999999 -0.012464999999999999 -0.26194999999999996 0.093835000000000016 -0.100285 -0.086025000000000004 -0.497305
decision_type=2 2 2 2 2 2 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 5 -3 -6 17 10 -10 -4 12 -12 -13 -9 -11 -17 20 -19 -20 26 -7 24 -24 -22 -21 -1
right_child=-2 2 8 -5 6 21 -8 14 9 15 11 13 -14 -15 -16 16 -18 18 19 25 22 -23 23 -25 -26 -27 -28
leaf_value=4.8137572715315761e-05 0.0004248822416314314 -0.00065224898635608526 0.00040270001577238533 0.0016435946561107733 3.2276379187390858e-05 -9.2222871085396115e-05 0.00079754487825868092 -0.00045806868979919715 0.00050959277618642471 0.00032142330314601013 -8.978898548952696e-06 -8.3724086580292482e-05 0.00045092021726915416 -0.00042307932478569176 -1.1395288952880867e-05 0.00014912442065888478 -7.0293095844055565e-05 0.0004181589808829343 -0.00031444819588461191 0.00021848845280068049 -0.00041628982057908621 0.00022357242513987194 -0.00016626286057006928 0.00010523245063720943 -0.00011545935521394628 5.4772169804869508e-06 0.00022901763457098257
leaf_weight=47 51 52 71 57 68 95 55 90 86 79 767 647 67 76 69 307 370 90 58 46 48 88 117 89 65 46 47
leaf_count=47 51 52 71 57 68 95 55 90 86 79 767 647 67 76 69 307 370 90 58 46 48 88 117 89 65 46 47
internal_value=0 3.68137e-05 5.9952e-05 0.000283276 6.44023e-05 -9.78884e-05 0.000381125 -4.43875e-05 2.20985e-05 0.000106661 -2.11345e-05 -4.09873e-05 2.69859e-05 -0.000120529 -0.000269378 5.97423e-05 2.79972e-05 9.14214e-06 0.000127156 -4.19888e-05 -5.7455e-05 5.51616e-05 -0.000120353 -4.49924e-05 -0.00025049 0.000120881 0.000147286
internal_weight=0 3697 2885 415 358 235 123 812 2470 842 1628 1557 834 723 159 756 677 653 240 150 413 183 319 206 113 92 94
internal_count=3748 3697 2885 415 358 235 123 812 2470 842 1628 1557 834 723 159 756 677 653 240 150 413 183 319 206 113 92 94
is_linear=0
shrinkage=0.0995203


Tree=8622
num_leaves=25
num_cat=0
split_feature=0 0 18 3 9 17 3 3 0 9 6 3 3 21 21 0 0 9 9 17 18 29 3 0
split_gain=0.000666178 0.00533102 0.0122584 0.000915642 0.00124562 0.00146443 0.00120137 0.000984308 0.00107483 0.00248616 0.00287913 0.00229762 0.000815474 0.00061663 0.000679349 0.000585734 0.00199882 0.00312848 0.000788413 0.000742761 0.000453775 0.000518823 0.000655353 0.000347009
threshold=-0.085605000000000001 -0.086474999999999996 -0.01205 0.093615000000000018 0.083795000000000022 -0.12118 0.094410000000000008 0.092395000000000019 -0.070134999999999989 0.089605000000000018 -0.0093650000000000001 0.089655000000000026 0.095490000000000019 -0.08861999999999999 -0.082669999999999993 -0.077314999999999981 -0.072274999999999992 0.09697500000000002 0.11351500000000002 0.31480000000000002 -0.10303999999999999 -0.081409999999999996 0.10850000000000003 0.032270000000000014
decision_type=2 2 2 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 4 5 -2 -5 8 9 10 -6 -11 -8 -1 -15 19 17 -17 -18 -14 -16 -22 -23 -7
right_child=3 2 -4 6 7 23 12 -9 -10 11 -12 -13 15 14 20 16 18 -19 -20 -21 21 22 -24 -25
leaf_value=0.0002905760124769919 0.00057639348327015829 0.0019363760245460697 -0.0001058392393201714 0.0005608419762449181 -0.00075268994268597091 0.00011951222340968411 -0.00030355169301479599 -0.00044425279880156034 -0.00043096959036145169 -0.0002792714394334853 -5.4960898113574371e-05 0.00054372963201833487 5.7653872097122523e-05 -0.00032057200098262488 -0.00019215710425772852 4.4554866761164098e-05 -1.2059674293471613e-05 0.0011073659744387911 0.00025689855139094097 -0.0004531483230290324 -0.00018662227921261603 0.00010562574296160522 -7.6287212205889616e-05 -0.00019240918343601217
leaf_weight=88 59 49 70 47 67 83 62 82 78 46 497 115 67 56 82 70 610 47 130 46 85 906 245 61
leaf_count=88 59 49 70 47 67 83 62 82 78 46 497 115 67 56 82 70 610 47 130 46 85 906 245 61
internal_value=0 8.73013e-05 0.000728194 1.94168e-06 -6.20912e-05 0.00015857 6.72674e-05 -0.000113631 -7.88497e-05 -3.98373e-05 -0.000139299 0.000303502 4.39954e-05 3.45756e-05 1.75839e-05 6.70537e-05 9.57108e-05 0.000478493 3.40835e-05 -0.000143039 3.25727e-05 4.81443e-05 6.61928e-05 -6.93627e-06
internal_weight=0 1581 119 2167 1088 203 1079 885 803 725 564 161 1032 1462 1374 970 857 117 740 113 1318 1236 1151 144
internal_count=3748 1581 119 2167 1088 203 1079 885 803 725 564 161 1032 1462 1374 970 857 117 740 113 1318 1236 1151 144
is_linear=0
shrinkage=0.0995203


Tree=8623
num_leaves=20
num_cat=0
split_feature=28 26 9 9 9 5 8 17 17 17 26 6 17 26 11 9 26 6 2
split_gain=0.000606747 0.000656297 0.00141217 0.00140416 0.00197358 0.000809071 0.000679356 0.000566893 0.000533271 0.00854495 0.000859471 0.000956911 0.00215136 0.000740658 0.000949286 0.000922935 0.000692374 0.000588671 0.000516457
threshold=0.092630000000000032 0.11377500000000003 0.094375000000000028 0.097990000000000022 0.11640000000000002 -0.025879999999999997 -0.046889999999999994 -0.033249999999999995 -0.012064999999999999 -0.0094900000000000002 0.10353500000000003 0.086100000000000024 -0.020405 -0.22971 -0.084384999999999988 0.084115000000000009 0.089725000000000013 0.082725000000000021 -0.157135
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 6 -6 -5 -3 10 -10 11 17 16 -11 -15 -16 -13 18 -1
right_child=-2 2 3 4 5 -7 -8 -9 9 13 -12 12 -14 14 15 -17 -18 -19 -20
leaf_value=0.00021912743038120903 0.0003577778297834963 -0.00067248857984583785 0.00046454333037707085 -0.00069835032250131117 0.00049650349176353357 -5.249944044129349e-05 -0.00013949882348084861 -0.00018368586357135158 0.0011839539129843786 0.00037461045591461085 0.00041269020736629222 -0.00014544115828414898 -0.00076672875379096828 -0.00031476461879123579 0.00015161561155997214 -1.3734472919491289e-05 0.00014447503121659886 0.00030477653960938055 -6.0967062281119428e-06
leaf_weight=112 57 46 57 47 49 53 48 61 67 62 49 268 48 78 497 999 115 76 959
leaf_count=112 57 46 57 47 49 53 48 61 67 62 49 268 48 78 497 999 115 76 959
internal_value=0 2.9064e-05 -9.77004e-05 2.70453e-05 -9.5385e-05 0.000203212 -0.000424601 -0.000401476 4.30522e-05 8.19914e-05 1.7909e-06 -1.04496e-05 -0.000137278 3.63617e-05 2.2518e-05 4.06508e-05 -5.62532e-05 3.6494e-05 1.66918e-05
internal_weight=0 3691 361 254 197 102 95 107 3330 1703 1627 1578 431 1636 1574 1496 383 1147 1071
internal_count=3748 3691 361 254 197 102 95 107 3330 1703 1627 1578 431 1636 1574 1496 383 1147 1071
is_linear=0
shrinkage=0.0995203


Tree=8624
num_leaves=22
num_cat=0
split_feature=8 8 8 3 9 9 17 9 2 9 5 9 3 3 9 3 4 4 0 17 6
split_gain=0.00662707 0.0194859 0.0168604 0.00309065 0.0121793 0.0209718 0.00321098 0.0126669 0.00195339 0.00136941 0.00121113 0.00190232 0.0012314 0.00098387 0.00073464 0.00110502 0.000444453 0.000696319 0.000302282 0.000259595 0.000175747
threshold=-0.11187999999999999 -0.10337499999999999 -0.140375 0.090835000000000013 0.091555000000000011 0.093535000000000021 0.066010000000000027 0.087695000000000009 0.12875500000000004 0.083715000000000026 0.51659500000000014 0.09550500000000002 0.091225000000000014 0.091975000000000015 0.089645000000000016 0.089605000000000018 0.14367000000000005 0.13210500000000003 -0.14028499999999997 -0.0069749999999999994 -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
left_child=2 -2 16 4 6 -6 14 9 10 -8 12 -12 -5 -14 15 -3 17 18 20 -20 -1
right_child=1 3 -4 8 5 -7 7 -9 -10 -11 11 -13 13 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=-0.00018611413114734559 -0.0021107655765184087 -1.5373716418176224e-05 0.0020196916095796295 0.00048184217598283032 -0.0028031067777962385 -0.00012470919502456808 0.00036883397070195436 -0.0018124493805073249 -0.00053411513199045117 -0.00023317371766467322 0.00061863732646330583 -6.6213192232114041e-05 -0.00033275682974887548 1.8127851632627142e-05 0.00031880886683552124 -0.00039118686934592036 -0.00015369475394766207 0.00047587392978781551 6.7222528886187196e-06 0.00029223475609274879 6.1531427190006043e-05
leaf_weight=55 47 1089 51 54 46 80 59 51 60 102 87 71 84 1362 58 84 62 50 67 72 52
leaf_count=55 47 1089 51 54 46 80 59 51 60 102 87 71 84 1362 58 84 62 50 67 72 52
internal_value=0 -9.81215e-05 0.000326066 -6.90942e-05 -0.000170136 -0.00110903 -8.75862e-05 -0.000445554 2.27083e-05 -7.47753e-06 4.33525e-05 0.000305707 1.5172e-05 -1.68937e-06 -2.52728e-05 -4.29841e-05 8.25082e-05 0.000134749 6.20865e-05 0.000160503 -5.81123e-05
internal_weight=0 3334 409 3287 1569 126 1443 212 1718 161 1658 158 1500 1446 1231 1173 358 296 246 139 107
internal_count=3743 3334 409 3287 1569 126 1443 212 1718 161 1658 158 1500 1446 1231 1173 358 296 246 139 107
is_linear=0
shrinkage=0.0995203


Tree=8625
num_leaves=23
num_cat=0
split_feature=8 27 8 3 9 17 18 1 2 1 1 8 3 1 6 2 18 9 2 17 17 6
split_gain=0.00557285 0.0150514 0.0129754 0.00254608 0.0134648 0.0158851 0.00360447 0.0103563 0.00154287 0.00116444 0.00227287 0.00120627 0.00191915 0.00176769 0.00102135 0.00212653 0.00122457 0.000874776 0.000422728 0.000323865 0.000256684 0.000333404
threshold=-0.11550499999999998 0.08988500000000002 -0.105475 0.089895000000000017 0.091555000000000011 -0.010239999999999999 0.092545000000000016 -0.080349999999999991 0.12875500000000004 -0.49056499999999997 -0.50763499999999995 -0.049499999999999995 0.091225000000000014 -0.080954999999999985 0.088750000000000023 -0.087444999999999995 0.088635000000000019 0.087215000000000015 0.50951500000000005 0.059130000000000009 -0.052269999999999997 -0.043894999999999997
decision_type=2 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 4 6 -6 14 -8 9 10 -5 13 -13 -11 16 -16 -4 -9 19 20 -1 -22
right_child=2 -3 3 8 5 -7 7 17 -10 11 -12 12 -14 -15 15 -17 -18 -19 -20 -21 21 -23
leaf_value=5.3122192724821254e-05 -0.001577184492867405 0.0018360341697071152 -5.8385422685504737e-06 -0.00010968493792765464 -0.0026354539262988808 -4.2979368193597406e-05 -0.0017817166962220063 -0.00026291235792575215 -0.00048095991209497468 0.00048432532210774474 0.00075750287907920045 -0.00063006912549473128 -3.8307978583407962e-05 3.5634913953012729e-05 0.00031095168720021639 -0.00037450998254949953 0.00046901627579862374 0.00034525647505652136 0.00030774501489859007 0.00017267660640617701 -0.00033765486846321714 2.8046874346522143e-07
leaf_weight=90 57 55 907 56 46 49 46 46 60 97 61 60 620 905 58 184 57 47 55 81 56 50
leaf_count=90 57 55 907 56 46 49 46 46 60 97 61 60 620 905 58 184 57 47 55 81 56 50
internal_value=0 0.00031069 -8.78699e-05 -6.18895e-05 -0.000161275 -0.0013069 -7.97489e-05 -0.000559899 1.46555e-05 3.16402e-05 0.000335442 1.00211e-05 -9.17261e-05 7.9888e-05 -2.37294e-05 -0.000206843 2.13898e-05 3.56394e-05 5.55313e-05 2.49738e-06 -6.36552e-05 -0.000170529
internal_weight=0 387 3356 3299 1440 95 1345 139 1859 1799 117 1682 680 1002 1206 242 964 93 332 277 196 106
internal_count=3743 387 3356 3299 1440 95 1345 139 1859 1799 117 1682 680 1002 1206 242 964 93 332 277 196 106
is_linear=0
shrinkage=0.0995203


Tree=8626
num_leaves=22
num_cat=0
split_feature=28 27 18 2 2 18 2 1 2 5 9 24 9 29 1 8 9 36 19 5 9
split_gain=0.0223566 0.00702104 0.0512326 0.000898754 0.0119625 0.00152343 0.0025119 0.00364038 0.00148981 0.00117016 0.00155805 0.00103908 0.000988716 0.00391744 0.00234198 0.00152224 0.000616678 0.0005165 0.000349997 0.000485171 0.000908808
threshold=0.083225000000000021 1.0000000180025095e-35 -0.042474999999999999 -0.080874999999999989 -0.081134999999999999 0.090285000000000018 -0.082294999999999993 -0.081594999999999987 -0.082644999999999982 -0.079124999999999987 0.09235500000000002 0.083550000000000027 0.11296000000000002 0.097185000000000021 0.021350000000000004 1.0000000180025095e-35 0.11819000000000003 0.081840000000000024 0.07882500000000002 -0.49053999999999998 -0.0060949999999999997
decision_type=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 8 -8 -1 -7 -11 12 13 15 16 -5 -14 18 19 -4 -21
right_child=-2 2 17 11 -6 9 7 -9 -10 10 -12 -13 14 -15 -16 -17 -18 -19 -20 20 -22
leaf_value=-4.1507458569779955e-05 0.0018017534054020426 -0.0035934301120302508 0.00016106001006518207 5.5133701802111503e-05 -0.0016129404965217525 0.00054329629548155163 -0.0011504771038338788 -0.00013114179026560408 0.00047975414411281558 -0.00033143739399598484 0.00044039554566700789 -0.00036762133915115258 0.00031977268307791749 0.00089655918129421272 -0.00073142934881744543 -0.00042980972890442338 -0.00013316855131580765 -0.00034107051356602343 0.00025710648246214093 1.3895399421385921e-05 -0.00048573899820685636
leaf_weight=1108 64 46 75 1374 49 74 49 127 57 56 48 65 51 54 54 67 69 50 46 108 52
leaf_count=1108 64 46 75 1374 49 74 49 127 57 56 48 65 51 54 54 67 69 50 46 108 52
internal_value=0 -7.41143e-05 -0.000481125 -2.73967e-05 -8.21065e-05 -3.21858e-05 -6.89719e-05 -0.000419586 -1.5301e-05 0.000240351 1.69218e-05 2.16036e-05 3.72526e-05 6.37931e-05 -0.000186077 3.20179e-05 5.25096e-05 -4.61257e-05 3.44234e-06 -4.27276e-05 -0.000143369
internal_weight=0 3679 377 3302 1568 1519 1341 176 1165 178 104 1734 1669 1495 174 1441 120 331 281 235 160
internal_count=3743 3679 377 3302 1568 1519 1341 176 1165 178 104 1734 1669 1495 174 1441 120 331 281 235 160
is_linear=0
shrinkage=0.0995203


Tree=8627
num_leaves=24
num_cat=0
split_feature=28 27 18 17 17 3 1 1 18 17 9 8 8 5 1 4 8 17 17 36 19 0 3
split_gain=0.0181298 0.0056846 0.0415484 0.00144418 0.00354208 0.00163055 0.00289799 0.0115499 0.00111897 0.000963924 0.000779599 0.00233145 0.000541687 0.000523559 0.00223813 0.00127913 0.000647454 0.0015805 0.00151523 0.000420223 0.000282492 0.000543792 0.00141236
threshold=0.083225000000000021 1.0000000180025095e-35 -0.042474999999999999 -0.011809999999999999 -0.0092949999999999994 0.084620000000000015 -0.080500000000000002 -0.082039999999999988 0.0089800000000000036 -0.016209999999999999 0.083715000000000026 -0.084794999999999995 -0.081669999999999993 -0.075744999999999993 -0.078954999999999984 0.086105000000000029 -0.085165000000000005 -0.031185000000000001 -0.087770000000000001 0.081840000000000024 0.07882500000000002 -0.057604999999999996 0.13345500000000002
decision_type=2 2 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 9 -5 10 7 -7 -8 13 12 -12 -6 14 -1 -16 18 -18 -15 20 21 22 -4
right_child=-2 2 19 4 5 6 8 -9 -10 -11 11 -13 -14 16 15 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=-0.00072631909401208209 0.0016224425649327199 -0.0032358111887401211 -0.00011647500728646752 -0.0008163954337255683 0.0006651645426986577 -4.7813557792541517e-05 -0.00010040038581197835 -0.0017266189628579406 0.00010594763975383334 0.00038903497722635741 -0.00038443186843732424 0.00054207079098216168 0.00015263555154808032 8.3893576301952074e-05 0.00025878380207511786 -0.00036087480994549274 5.4543337867727824e-05 0.0006097025794858206 -0.00039300711096991139 -0.00030712710723790435 0.00023151919968334149 -0.00033444094858680706 0.00051772479175090443
leaf_weight=47 64 46 140 64 46 190 800 52 383 76 61 48 46 182 103 48 1000 54 102 50 46 49 46
leaf_count=47 64 46 140 64 46 190 800 52 383 76 61 48 46 182 103 48 1000 54 102 50 46 49 46
internal_value=0 -6.67828e-05 -0.000433027 -2.47195e-05 -8.91554e-05 -6.00275e-05 -9.78455e-05 -0.000411932 -3.29026e-05 4.23264e-05 0.000204013 1.6059e-05 0.000417798 2.46386e-05 -0.000125274 5.63848e-05 4.74348e-05 8.37627e-05 -8.45052e-05 -4.1043e-05 3.38969e-06 -3.7782e-05 3.5969e-05
internal_weight=0 3679 377 3302 1690 1626 1425 242 1183 1612 201 109 92 1536 198 151 1338 1054 284 331 281 235 186
internal_count=3743 3679 377 3302 1690 1626 1425 242 1183 1612 201 109 92 1536 198 151 1338 1054 284 331 281 235 186
is_linear=0
shrinkage=0.0995203


Tree=8628
num_leaves=25
num_cat=0
split_feature=3 18 3 3 0 18 2 21 0 21 5 20 9 26 5 0 3 3 18 3 0 21 17 36
split_gain=0.0037714 0.0163125 0.0039089 0.00945161 0.0107735 0.014721 0.00246344 0.00193144 0.00170236 0.00123197 0.00121424 0.000944786 0.00126252 0.00119614 0.000746278 0.00105129 0.000665324 0.00143022 0.000594398 0.000621499 0.000550224 0.000871448 0.000642296 0.000476359
threshold=0.083955000000000016 -0.095364999999999991 0.088845000000000021 0.088605000000000017 -0.098180000000000003 0.038665000000000012 -0.081864999999999993 0.085855000000000029 -0.084894999999999984 -0.070074999999999985 -0.52786999999999995 -0.14820999999999998 0.089605000000000018 0.084645000000000012 -0.0091849999999999987 -0.016659999999999998 0.087745000000000031 0.087045000000000025 -0.0086449999999999982 0.080495000000000025 -0.225295 -0.0092899999999999996 0.10932500000000002 0.088355000000000031
decision_type=2 2 2 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 -2 7 8 -6 11 -11 -4 13 -13 15 18 17 -8 -3 23 -12 -22 -23 -20
right_child=2 14 9 -5 6 -7 16 -9 -10 10 20 12 -14 -15 -16 -17 -18 -19 19 -21 21 22 -24 -25
leaf_value=0.0018484617718639814 3.5108237292833708e-05 -0.00043959517451133917 0.00015093615076463451 -0.0015514039006096607 -0.00041172481023450251 -0.0024277274671400733 0.0003190180785621755 0.00029205419143457938 -4.5236728561027506e-05 0.00047391343869820858 -0.00028260117791721368 -0.0004410873500906025 -0.00077303064981172273 0.00019388292914536523 0.00028320918527599326 0.00032692018049923288 0.00053350257444104404 -0.00032612722230786748 -0.00039512296708539958 0.0002179469132081252 0.00036262592667803633 -4.3945294784873857e-06 0.0001369843612003977 1.2878189243978806e-05
leaf_weight=56 49 57 52 50 230 46 123 88 289 63 54 63 46 53 81 54 61 46 57 52 79 1540 398 49
leaf_count=56 49 57 52 50 230 46 123 88 289 63 54 63 46 53 81 54 61 46 57 52 79 1540 398 49
internal_value=0 0.000271257 -4.99168e-05 -0.000216715 -0.000144233 -0.00114881 -2.9235e-05 -0.000135205 -0.000209227 1.94942e-05 4.26409e-05 -0.000207499 -0.000327606 -0.000143915 1.65646e-05 -6.0683e-05 0.000246874 0.000138572 -0.000161842 -5.64588e-05 2.91263e-05 3.78779e-05 2.42175e-05 -0.000198796
internal_weight=0 406 3330 982 932 95 837 607 519 2348 2134 214 162 116 350 269 230 169 215 158 2071 2017 1938 106
internal_count=3736 406 3330 982 932 95 837 607 519 2348 2134 214 162 116 350 269 230 169 215 158 2071 2017 1938 106
is_linear=0
shrinkage=0.0995203


Tree=8629
num_leaves=26
num_cat=0
split_feature=5 5 18 18 3 3 18 2 1 9 9 5 3 5 1 1 21 19 17 21 9 5 9 17 20
split_gain=0.0032384 0.0214613 0.00350483 0.0111446 0.00247766 0.0169094 0.00216972 0.00262335 0.00252441 0.0014108 0.00133541 0.00128944 0.00116585 0.00325508 0.00197893 0.00567026 0.00104854 0.000934794 0.00135065 0.000907391 0.000960478 0.000744305 0.000758117 0.00134435 0.00107751
threshold=-0.0063549999999999995 -0.0050400000000000002 -0.084954999999999989 -0.087724999999999984 0.088055000000000022 0.087675000000000017 -0.0079049999999999988 -0.076954999999999996 0.00039500000000000011 0.084435000000000024 0.087825000000000028 -0.014374999999999999 0.08895500000000002 -0.067559999999999995 -0.083284999999999984 -0.079844999999999985 0.13042000000000004 0.11602000000000003 0.50644500000000015 -0.0086749999999999987 0.08486500000000001 -0.0038499999999999997 0.09550500000000002 -0.56005499999999986 -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
left_child=2 -2 3 19 5 6 9 10 -9 11 -8 -4 13 -6 -14 -16 -17 18 21 -1 -21 -3 23 -23 -24
right_child=1 17 4 -5 12 -7 7 8 -10 -11 -12 -13 14 -15 15 16 -18 -19 -20 20 -22 22 24 -25 -26
leaf_value=0.00021376246754716214 0.00222030242248877 -0.00033639688337327555 -0.00046951062748633982 -0.0018040080336655347 -0.00019420857244322173 -0.0019413527669859098 0.00010500690929089412 -0.00087898255108213516 0 -0.00062364173863914906 0.00059696919434193267 0.00020339711556326931 -0.00048367984916956999 0.00097204770522257519 0.0011234432748549834 -2.3944063921589355e-05 0.00042502683578074209 -0.00036263970224432643 0.00048056118761831586 0 -0.00055449182664029653 0.00047960587457843802 9.6987949711725168e-05 4.9786978136338494e-05 -0.00028786792100962699
leaf_weight=60 46 53 50 48 47 51 243 48 99 91 73 63 76 46 46 1111 54 56 69 69 57 80 139 816 145
leaf_count=60 46 53 50 48 47 51 243 48 99 91 73 63 76 46 46 1111 54 56 69 69 57 80 139 816 145
internal_value=0 0.000105919 -8.5324e-05 -0.000451027 -4.41452e-05 -0.00019425 -5.94357e-05 5.82088e-05 -0.000286699 -0.000330456 0.000221247 -8.71053e-05 3.33595e-05 0.000373847 8.11946e-06 3.96598e-05 -2.4307e-06 3.36944e-05 5.13698e-05 -9.74695e-05 -0.000252172 2.66878e-05 4.36896e-05 8.90773e-05 -9.66229e-05
internal_weight=0 1404 2332 234 2098 718 667 463 147 204 316 113 1380 93 1287 1211 1165 1358 1302 186 126 1233 1180 896 284
internal_count=3736 1404 2332 234 2098 718 667 463 147 204 316 113 1380 93 1287 1211 1165 1358 1302 186 126 1233 1180 896 284
is_linear=0
shrinkage=0.0995203


Tree=8630
num_leaves=36
num_cat=0
split_feature=3 3 9 3 3 18 3 0 8 3 6 1 6 9 3 3 18 9 0 26 9 1 3 26 1 7 1 0 0 3 12 6 8 27 1
split_gain=0.00292963 0.013356 0.0032231 0.00819838 0.0327536 0.00106298 0.00248799 0.00243238 0.00201893 0.000848564 0.00191174 0.00148982 0.00101099 0.00109827 0.00191749 0.000875032 0.0018595 0.000854928 0.00288244 0.00224646 0.000821719 0.000779684 0.00428978 0.00223278 0.000738891 0.000632872 0.00124244 0.00104163 0.0009112 0.000589046 0.000569069 0.000364844 0.000536138 0.000307018 0.000419084
threshold=0.083955000000000016 0.083595000000000017 0.085465000000000027 0.089535000000000017 0.087925000000000017 0.086800000000000016 0.084895000000000012 -0.085794999999999996 -0.081234999999999988 0.10134000000000003 0.11766500000000002 -0.49056499999999997 0.092120000000000021 0.08938500000000002 0.092115000000000016 0.11275500000000002 -0.018629999999999997 0.11408000000000003 -0.071799999999999989 0.10264000000000002 0.08758500000000001 -0.083284999999999984 0.08920500000000002 0.10725000000000003 -0.00080499999999999994 0.058975000000000007 0.42491000000000007 -0.23177499999999998 -0.117355 0.092635000000000023 0.098735000000000017 -0.09007999999999998 -0.080659999999999996 0.078330000000000025 -0.092954999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 30 3 4 5 6 7 -2 -8 10 12 -11 21 20 -15 16 -13 18 -17 -19 -14 22 -4 -23 -18 26 27 -5 -28 -29 31 32 -1 34 -33
right_child=2 -3 9 25 -6 -7 8 -9 -10 11 -12 15 13 14 -16 17 24 19 -20 -21 -22 23 -24 -25 -26 -27 28 29 -30 -31 -32 33 -34 -35 -36
leaf_value=-0.0004196215136410917 -2.4023062910157386e-05 0.0017134630930351093 0.00022483719586113184 -0.00037624765021118591 -0.0024887440747870743 -0.000564639921781321 -6.7190852612328096e-05 -0.00082647430205998781 0.00059102146373167768 0.00041522655075588083 0.00056823416840093169 -0.00062574613247522832 -5.2397066644325217e-05 0.00049900029374740096 -0.00013227947887753378 0.00070926498969507907 0.0002812428013805218 0.00026196813483344374 -0.00010187000138455382 -0.00055149298029139775 -0.00065384842231729155 8.3474954185056862e-05 -0.0007252944743041253 0.0005924378387463995 -0.00019273128618835849 -0.00029782391252104035 0.00070502566301880768 0.00034457910743043095 7.3376769662754045e-05 2.0491050558205247e-05 0.00034056774167212205 -0.00017829942342382436 2.7398983473938021e-05 0.00026685594673814397 0.00014376349534771539
leaf_weight=50 79 53 157 60 69 58 194 75 60 59 75 86 46 62 205 59 47 57 160 79 51 632 67 100 103 49 49 64 48 480 47 83 50 47 76
leaf_count=50 79 53 157 60 69 58 194 75 60 59 75 86 46 62 205 59 47 57 160 79 51 632 67 100 103 49 49 64 48 480 47 83 50 47 76
internal_value=0 0.000240187 -4.28803e-05 -0.000166505 -0.000464272 -0.000162754 -0.000103617 -0.000420143 8.50695e-05 3.44007e-05 7.84132e-05 -5.87975e-05 4.99623e-05 -8.99847e-05 1.12439e-05 -0.000107505 -0.000256132 -6.39348e-06 0.000112917 -0.000204538 -0.000377064 0.000104104 -5.56995e-05 0.000154124 -3.87619e-05 4.481e-05 6.9928e-05 1.54204e-05 0.000400897 6.01239e-05 1.66674e-05 -3.04068e-05 -0.000187925 4.20845e-05 -1.92088e-05
internal_weight=0 406 3330 1285 535 466 408 154 254 2045 1395 650 1320 364 267 591 236 355 219 136 97 956 224 732 150 750 701 604 97 544 353 306 100 206 159
internal_count=3736 406 3330 1285 535 466 408 154 254 2045 1395 650 1320 364 267 591 236 355 219 136 97 956 224 732 150 750 701 604 97 544 353 306 100 206 159
is_linear=0
shrinkage=0.0995203


Tree=8631
num_leaves=33
num_cat=0
split_feature=5 5 3 3 9 2 5 5 9 0 0 22 1 5 3 6 6 1 3 1 0 3 1 3 3 3 3 0 2 9 20 9
split_gain=0.00307054 0.0111988 0.00281267 0.00733304 0.0441538 0.00221857 0.0029149 0.00187378 0.00137455 0.00229518 0.00226171 0.0010436 0.00102953 0.00090802 0.000817744 0.00203221 0.00143088 0.0018444 0.00103157 0.000845486 0.00160856 0.000780891 0.000772316 0.0017682 0.00484243 0.00135901 0.000729991 0.00089771 0.00216562 0.00185002 0.000657389 0.00065216
threshold=-0.0058299999999999992 -0.0042299999999999994 0.089655000000000026 0.087925000000000017 0.085665000000000033 0.092170000000000016 -0.028405 -0.01504 0.084345000000000017 -0.083694999999999992 -0.085684999999999997 0.12975500000000004 -0.077634999999999996 -0.53313499999999991 0.099145000000000025 0.11766500000000002 0.091615000000000016 -0.089520000000000002 0.10214500000000003 -0.0064949999999999999 -0.081604999999999997 0.086605000000000029 -0.49056499999999997 0.10871500000000002 0.11275500000000002 0.10920500000000002 0.090360000000000024 -0.071029999999999996 -0.082794999999999994 0.11408000000000003 -0.009049999999999999 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 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 21 12 10 -10 -8 13 -6 -4 15 16 19 -18 -16 20 -3 30 25 -24 -25 -20 -15 29 -29 -28 -1 -23
right_child=1 14 11 4 7 -7 8 -9 9 -11 -12 -13 -14 26 18 -17 17 -19 22 -21 -22 31 23 24 -26 -27 27 28 -30 -31 -32 -33
leaf_value=-0.00014592691938480638 0.0014733045118609505 -0.00011809767457004636 -0.00031478698563190829 -0.0034494146241687792 -0.00048972241904702435 -0.00074608785708784675 -0.00033380913437905662 0.00057739007301441569 -0.00069311824899566312 6.8036207116348537e-05 0.00033814189415623178 0.0004838934181047193 0.00011929318782116683 0.00034305064394169772 -0.00046708959142316035 0.00069531245409873649 0.00012137895513690529 -0.00055594984151214808 -8.8087146294610241e-05 0.00050343845973747101 0.00025589093573146388 0.0001226851779824192 0.00040266629403424447 -0.0010344977224633169 2.3065326868278163e-07 0.00063478992402587965 9.4151578520858145e-05 -0.00072594476708304375 -4.9568280620274312e-06 -0.00049159968182058058 0.00015536381126492153 0.00066683043701634866
leaf_weight=99 57 191 84 46 52 46 122 48 118 56 83 46 55 67 51 56 83 74 52 60 275 50 69 52 312 48 786 53 197 57 245 46
leaf_count=99 57 191 84 46 52 46 122 48 118 56 83 46 55 67 51 56 83 74 52 60 275 50 69 52 312 48 786 53 197 57 245 46
internal_value=0 0.000106983 -7.98997e-05 -0.000199584 -0.000741514 -7.27097e-05 -3.38891e-05 5.68406e-05 -0.000236987 -0.000443444 -5.77576e-05 1.83678e-05 -0.000169026 4.95777e-07 4.7498e-05 0.000117334 6.87465e-05 -0.000192657 -3.94718e-05 0.000148326 0.000100847 0.000139192 0 -5.61218e-05 -0.000145339 0.000250708 2.40323e-05 3.72778e-06 -0.000161081 5.35745e-05 6.62754e-05 0.000391949
internal_weight=0 1380 2356 1066 201 865 819 155 379 174 205 1290 107 1244 1323 739 683 157 584 526 466 440 533 433 364 100 1160 1093 250 843 344 96
internal_count=3736 1380 2356 1066 201 865 819 155 379 174 205 1290 107 1244 1323 739 683 157 584 526 466 440 533 433 364 100 1160 1093 250 843 344 96
is_linear=0
shrinkage=0.0995203


Tree=8632
num_leaves=13
num_cat=0
split_feature=6 28 18 0 8 3 3 3 3 23 8 3
split_gain=0.0230208 0.0100428 0.000707744 0.000698312 0.00105408 0.000791514 0.00131408 0.000733543 0.0007854 0.00070697 0.000671066 0.000569811
threshold=0.23663500000000004 0.080375000000000016 0.19545000000000004 -0.057604999999999996 0.15415000000000004 0.12870500000000004 0.11089500000000001 0.15537500000000004 0.14058000000000004 0.086085000000000023 -0.079434999999999992 0.098225000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -5 8 9 -1 -7 -4
right_child=-2 -3 11 4 -6 10 -8 -9 -10 -11 -12 -13
leaf_value=3.0584087738796138e-05 -0.0021923138756527001 -0.001087678009185264 0.00049050772847656558 -2.4478003266665512e-07 -0.00051943224094342353 -0.00010292151384193017 -0.00041861202913279981 0.00038977562761036209 -0.00037111650939839711 0.00040260664611488145 0.00034240827865794567 1.1521124896409997e-05
leaf_weight=2757 48 82 58 289 50 52 102 58 47 52 84 49
leaf_count=2757 48 82 58 289 50 52 102 58 47 52 84 49
internal_value=0 1.11296e-06 2.61545e-05 1.81761e-05 -8.13998e-05 -3.82873e-05 -0.000111478 3.8174e-05 3.0747e-05 3.77624e-05 0.000166116 0.00027881
internal_weight=0 3680 3598 3491 577 527 391 2914 2856 2809 136 107
internal_count=3728 3680 3598 3491 577 527 391 2914 2856 2809 136 107
is_linear=0
shrinkage=0.0995203


Tree=8633
num_leaves=13
num_cat=0
split_feature=20 28 7 18 3 3 26 3 26 2 0 1
split_gain=0.0181865 0.00815975 0.000678082 0.000666668 0.000672119 0.00101735 0.00203315 0.000999576 0.000996937 0.00132014 0.000635749 0.000415255
threshold=-0.40431 0.080375000000000016 -0.23835999999999999 0.19545000000000004 0.083955000000000016 0.084735000000000019 0.085855000000000029 0.085035000000000013 0.085005000000000011 -0.086554999999999993 -0.117355 -0.047889999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 -6 -7 10 -10 -4 -5
right_child=1 -3 3 11 5 7 -8 -9 9 -11 -12 -13
leaf_value=-0.0018546187973718154 0.00039311741030386284 -0.0009794320985218553 -0.00032336116749983885 4.6466414768275063e-05 -0.00010739498003786812 -0.00036592910285142142 0.00060134078439244771 2.2570926701883947e-05 -2.6554827605914559e-05 -0.00071701116214530547 6.6826269961724376e-05 0.00044875986063353641
leaf_weight=53 49 82 51 55 72 67 86 2824 61 54 217 57
leaf_count=53 49 82 51 55 72 67 86 2824 61 54 217 57
internal_value=0 1.94366e-06 2.45686e-05 1.9242e-05 1.11951e-05 2.70211e-05 0.000273191 1.32841e-05 -0.000112656 -0.000357888 -4.37129e-06 0.000258514
internal_weight=0 3675 3593 3544 3432 3049 158 2891 383 115 268 112
internal_count=3728 3675 3593 3544 3432 3049 158 2891 383 115 268 112
is_linear=0
shrinkage=0.0995203


Tree=8634
num_leaves=12
num_cat=0
split_feature=6 28 7 2 8 21 9 8 6 8 21
split_gain=0.0166333 0.00661987 0.000548782 0.000562669 0.000579602 0.000911847 0.000794189 0.00074759 0.00183123 0.000780556 0.000559821
threshold=0.23663500000000004 0.080375000000000016 -0.23835999999999999 0.42136500000000005 -0.086914999999999992 0.086155000000000023 0.084485000000000018 -0.085289999999999991 -0.088734999999999994 -0.083849999999999994 0.10068500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 -6 -9 -7
right_child=-2 -3 3 -5 7 10 -8 9 -10 -11 -12
leaf_value=0.00035399428637196184 -0.0018624683732107389 -0.00088195875632051898 0.00029933848494029312 -0.00026935834185968919 0.00030940180172056954 -0.00019031090555763708 6.7927115578486928e-05 0.00021546301514703594 -0.00039075805935865054 -2.017875942955526e-06 9.2304972628086838e-05
leaf_weight=49 48 82 242 66 50 150 406 176 133 2201 125
leaf_count=49 48 82 242 66 50 150 406 176 133 2201 125
internal_value=0 1.96648e-06 2.23391e-05 1.75293e-05 2.32007e-05 9.08217e-05 0.000155613 -8.60138e-07 -0.000194984 1.37407e-05 -5.88723e-05
internal_weight=0 3680 3598 3549 3483 923 648 2560 183 2377 275
internal_count=3728 3680 3598 3549 3483 923 648 2560 183 2377 275
is_linear=0
shrinkage=0.0995203


Tree=8635
num_leaves=13
num_cat=0
split_feature=6 28 18 0 27 8 30 3 3 7 6 3
split_gain=0.0134877 0.00536815 0.000481004 0.000549011 0.000957087 0.000859185 0.000701051 0.000646047 0.00107945 0.000600696 0.000562429 0.000459749
threshold=0.23663500000000004 0.080375000000000016 0.19545000000000004 -0.057604999999999996 0.10705500000000003 0.15415000000000004 0.10484500000000002 0.12870500000000004 0.11089500000000001 -0.074779999999999999 -0.052844999999999996 0.098225000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 7 9 8 -5 -1 -9 -4
right_child=-2 -3 11 5 -6 -7 -8 10 -10 -11 -12 -13
leaf_value=0.00037013082681051093 -0.0016771153501658599 -0.00079418606109761243 0.00041809699204587846 -8.1463777214492767e-07 0.00047765259731172527 -0.00047040031799522786 -0.00034069232427117965 -6.1354943735951524e-05 -0.00038028778195757122 2.4006126606792325e-05 0.00033583217898719902 0
leaf_weight=51 48 82 58 289 47 50 51 62 102 2765 74 49
leaf_count=51 48 82 58 289 47 50 51 62 102 2765 74 49
internal_value=0 1.77077e-06 2.01385e-05 1.35186e-05 3.12789e-05 -7.47565e-05 2.36757e-05 -3.56657e-05 -0.000101901 3.05654e-05 0.000148742 0.000228469
internal_weight=0 3680 3598 3491 2914 577 2867 527 391 2816 136 107
internal_count=3728 3680 3598 3491 2914 577 2867 527 391 2816 136 107
is_linear=0
shrinkage=0.0995203


Tree=8636
num_leaves=14
num_cat=0
split_feature=1 6 7 2 6 6 2 5 21 20 21 5 8
split_gain=0.00786865 0.00275245 0.00120558 0.00126818 0.00248665 0.000955401 0.00371523 0.00221436 0.000770698 0.000731139 0.00106531 0.00066971 0.000645174
threshold=-0.55579999999999996 0.23153500000000005 -0.10984999999999999 0.14153500000000005 -0.41910500000000001 0.11146500000000002 -0.073884999999999992 0.06136500000000001 0.10068500000000002 0.0013750000000000004 0.13457500000000003 -0.46244499999999994 -0.42187000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 9 -7 -8 12 11 -11 -4 -6
right_child=1 -3 3 4 8 6 7 -9 -10 10 -12 -13 -14
leaf_value=0.0013204458119160784 -0.00039157016135571432 0.00068993829859351024 -0.00010652962162594318 0.00091884361488916858 0.00013741612451764732 -0.00069127392470803698 0.0004051553491478456 -0.0004230383795149468 0.00039507303429027327 -1.85201549067055e-05 -0.00050277859233501161 6.3972026021577461e-05 -0.00033708983290680662
leaf_weight=48 67 63 247 46 67 87 97 47 55 233 57 2579 48
leaf_count=48 67 63 247 46 67 87 97 47 55 233 57 2579 48
internal_value=0 3.7257e-05 2.57039e-05 3.37802e-05 0.000267783 1.84342e-05 -0.000176293 0.000129157 8.67976e-05 3.31327e-05 -0.000116525 4.878e-05 -5.35201e-05
internal_weight=0 3693 3630 3563 216 3347 231 144 170 3116 290 2826 115
internal_count=3741 3693 3630 3563 216 3347 231 144 170 3116 290 2826 115
is_linear=0
shrinkage=0.0995203


Tree=8637
num_leaves=12
num_cat=0
split_feature=17 6 7 9 17 0 0 0 6 8 20
split_gain=0.0103029 0.00226926 0.000951769 0.00103285 0.000735499 0.00098164 0.00207722 0.00087507 0.00357517 0.00316702 0.000829101
threshold=-0.57205499999999987 0.23153500000000005 -0.10984999999999999 -0.25326499999999996 0.12439000000000001 -0.052884999999999995 -0.060094999999999996 -0.076914999999999997 0.11690000000000002 -0.072559999999999999 -0.073489999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 -6 -9 -7
right_child=1 -3 3 4 7 10 -8 9 -10 -11 -12
leaf_value=0.0014399439976566348 -0.00035260101134866893 0.00062127534814518793 0.00039640695958994843 4.9120007344767119e-05 -4.3644386492647867e-05 -0.00037055586031413493 0.00068646417073445903 0.00071581695533616335 -0.000911607759773532 -0.00023973671276111795 -2.8441300185567743e-05
leaf_weight=52 67 63 73 2407 341 87 52 55 55 90 399
leaf_count=52 67 63 73 2407 341 87 52 55 55 90 399
internal_value=0 2.87153e-05 1.8194e-05 2.54045e-05 1.74005e-05 3.71895e-05 6.29307e-05 -8.88099e-05 -0.000166262 0.000117069 -9.13685e-05
internal_weight=0 3689 3626 3559 3486 2945 2459 541 396 145 486
internal_count=3741 3689 3626 3559 3486 2945 2459 541 396 145 486
is_linear=0
shrinkage=0.0995203


Tree=8638
num_leaves=15
num_cat=0
split_feature=18 6 7 2 5 18 8 2 2 6 17 18 18 8
split_gain=0.00919795 0.00200182 0.000765279 0.000875154 0.00215606 0.00094134 0.00101106 0.000893755 0.00105439 0.00674967 0.00122986 0.000991361 0.0012264 0.000922686
threshold=0.31227500000000008 0.23153500000000005 -0.10984999999999999 0.14153500000000005 -0.45822499999999994 0.10085500000000001 -0.42187000000000002 -0.079555000000000001 -0.073884999999999992 0.098855000000000012 0.50644500000000015 -0.060544999999999995 -0.032374999999999994 -0.00076499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 6 -6 11 9 -9 -10 13 -13 -4
right_child=-2 -3 3 4 5 -7 -8 8 10 -11 -12 12 -14 -15
leaf_value=-0.00031751010227367224 0.0013457168955824681 0.00058583272579725801 1.750986913940837e-05 0.00072883289096310332 0.00010930260484726104 0.0004030301050174861 -0.00047758299833646346 -1.0060291164279195e-05 -2.8614332860405279e-05 -0.0011613122065692197 0.0003895059443535917 0.00055328549905593063 8.4625694167588059e-05 -0.00026315887474736877
leaf_weight=67 53 62 545 59 70 47 48 326 980 60 75 59 1144 146
leaf_count=67 53 62 545 59 70 47 48 326 980 60 75 59 1144 146
internal_value=0 2.47635e-05 1.49441e-05 2.14328e-05 0.000212006 2.22401e-05 -0.000122493 8.38716e-06 -5.03859e-05 -0.000191132 3.33925e-07 5.35354e-05 0.000108291 -4.06074e-05
internal_weight=0 3688 3626 3559 224 165 118 3335 1441 386 1055 1894 1203 691
internal_count=3741 3688 3626 3559 224 165 118 3335 1441 386 1055 1894 1203 691
is_linear=0
shrinkage=0.0995203


Tree=8639
num_leaves=17
num_cat=0
split_feature=17 6 17 0 6 8 0 0 17 0 9 3 1 20 20 5
split_gain=0.00806742 0.0014772 0.000642055 0.00100489 0.00255947 0.00205731 0.00166947 0.00312453 0.0009708 0.000779609 0.00108971 0.00466619 0.00226413 0.000672812 0.000960696 0.000305937
threshold=-0.57205499999999987 0.23153500000000005 0.12374500000000002 -0.076914999999999997 0.11690000000000002 -0.072559999999999999 -0.080884999999999999 -0.08317999999999999 0.10178500000000003 -0.052884999999999995 0.11296000000000002 0.14721500000000004 0.021350000000000004 -0.073489999999999986 -0.00059999999999999995 -0.035924999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 6 -5 7 -4 9 10 11 -2 -12 -11 -15 -7
right_child=1 -3 3 5 -6 15 -8 -9 -10 13 12 -13 -14 14 -16 -17
leaf_value=0.0012706100616198784 4.1262784147188079e-05 0.00049994333097337304 -1.0797330328947903e-05 0.00058712175199971252 -0.00079465287968934445 1.3270575173023196e-05 0.00047355085715609409 -0.000840049347242379 0.00039906695253921868 -0.0003405677751118103 0.00015185630225179316 0.0010049479687464079 -0.00067600256551250421 0.00038756191189502761 -8.7477530189518241e-05 -0.0003321170610462568
leaf_weight=52 2260 63 283 61 55 46 49 54 70 87 68 51 61 47 387 47
leaf_count=52 2260 63 283 61 55 46 49 54 70 87 68 51 61 47 387 47
internal_value=0 2.18144e-05 1.32814e-05 -8.08486e-05 -0.000158138 0.000135165 -6.53221e-05 -0.000146104 3.20297e-05 2.30762e-05 4.68914e-05 6.2884e-05 -0.000233266 -8.68864e-05 -3.41469e-05 -0.000152478
internal_weight=0 3689 3626 595 441 154 386 337 3031 2961 2440 2311 129 521 434 93
internal_count=3741 3689 3626 595 441 154 386 337 3031 2961 2440 2311 129 521 434 93
is_linear=0
shrinkage=0.0995203


Tree=8640
num_leaves=15
num_cat=0
split_feature=22 18 8 21 17 11 4 5 5 3 26 26 3 3
split_gain=0.0317719 0.0031124 0.0171892 0.00150589 0.00130084 0.00120497 0.00117176 0.00142923 0.000742661 0.000715392 0.000841263 0.000387357 0.0015147 0.000562579
threshold=0.13292500000000004 -0.10212999999999998 -0.08731499999999999 0.15372000000000005 -0.56005499999999986 0.090100000000000027 0.12061000000000001 -0.48081999999999997 0.26245000000000007 0.08708500000000001 -0.063069999999999987 0.090385000000000021 0.11578500000000001 0.10377500000000002
decision_type=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 -4 -11 13 -13 -12
right_child=-2 3 9 -5 5 -7 7 -9 -10 10 11 12 -14 -15
leaf_value=0.0020754606776595269 -0.0026231877362358933 -0.00043613765710436491 0.00031607125653859415 -0.00058602479243747912 -8.4257812907390307e-06 0.00049177899672729934 -0.00060906785505287998 -7.0427202289327225e-05 0.000237802606329361 0.0002652076263719041 -0.00041506636106514985 0.00041744246433231334 -0.0002733642966161635 0
leaf_weight=46 46 72 80 47 2679 47 69 182 127 81 70 55 73 65
leaf_count=46 46 72 80 47 2679 47 69 182 127 81 70 55 73 65
internal_value=0 8.38455e-06 0.000247801 -2.62749e-05 -1.77337e-05 -7.76468e-06 -1.57127e-05 -0.000221761 2.42682e-06 4.75867e-05 -1.24718e-05 -0.000101106 1.70713e-05 -0.000219219
internal_weight=0 3693 470 3223 3176 3104 3057 251 2806 424 344 263 128 135
internal_count=3739 3693 470 3223 3176 3104 3057 251 2806 424 344 263 128 135
is_linear=0
shrinkage=0.0995203


Tree=8641
num_leaves=15
num_cat=0
split_feature=22 2 2 7 4 6 21 5 2 1 5 9 4 9
split_gain=0.0257618 0.00338495 0.0139532 0.00192797 0.00185079 0.00141927 0.00208853 0.00121121 0.00064361 0.000634104 0.000594622 0.000560915 0.00140262 0.000597409
threshold=0.13292500000000004 -0.104295 -0.122295 0.056805000000000015 0.081540000000000015 0.23153500000000005 0.15159000000000003 -0.52356999999999998 0.41639000000000009 0.41291000000000005 -0.49053999999999998 0.098720000000000016 0.10495500000000003 0.093235000000000026
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 9 10 -3 -9 12 13 -1
right_child=-2 5 -4 4 -6 -7 -8 8 -10 -11 -12 -13 -14 -15
leaf_value=-2.4702617433157924e-05 -0.0023621276132021435 -0.00060396463760236589 0.0017233412580371962 -4.1473168984459292e-06 0.00086655456649485348 0.00046586120925113934 -0.00070079466421480471 0.00023302325022786957 -0.00030670388812702133 -0.00011037610549487332 -1.3614764202660327e-05 -0.00037179139669318585 0.00043860756657972024 -0.00046970909431196905
leaf_weight=94 46 52 57 46 47 57 46 100 72 61 2906 59 49 47
leaf_count=94 46 52 57 46 47 57 46 100 72 61 2906 59 49 47
internal_value=0 7.49145e-06 0.000281424 3.87109e-05 0.000427083 -2.54413e-05 -3.43455e-05 -2.44817e-05 -1.24577e-05 -0.000344759 -5.13757e-06 -0.000103056 -1.52979e-05 -0.000178844
internal_weight=0 3693 399 342 93 3294 3237 3191 3078 113 3006 249 190 141
internal_count=3739 3693 399 342 93 3294 3237 3191 3078 113 3006 249 190 141
is_linear=0
shrinkage=0.0995203


Tree=8642
num_leaves=13
num_cat=0
split_feature=10 27 18 20 20 3 24 10 36 5 9 1
split_gain=0.021161 0.00268034 0.0204016 0.00103919 0.00100682 0.000766874 0.00113383 0.000587988 0.000343105 0.000343271 0.000787894 0.00099298
threshold=0.096215000000000023 1.0000000180025095e-35 -0.08727 -0.41270499999999993 -0.15615999999999999 0.16149500000000003 -1.0000000180025095e-35 0.086275000000000018 0.081840000000000024 -0.49053999999999998 -0.076039999999999983 -0.0088199999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 -6 -8 9 -4 -11 -12
right_child=-2 2 8 4 5 -7 7 -9 -10 10 11 -13
leaf_value=0.00044780438157923961 -0.0019938924867813454 0.0021999244781869369 0.00022948873426392375 -0.00041015878229347792 0.00045268629774740886 -0.00035554660894863423 -2.5996881329030389e-05 0.00031381366744402114 -0.00024129260830741333 0.00022176016698376841 2.5293655270508366e-05 -0.00049601130941478674
leaf_weight=46 53 47 70 67 51 66 2999 51 52 84 98 55
leaf_count=46 53 47 70 67 51 66 2999 51 52 84 98 55
internal_value=0 8.77301e-06 0.000250143 -2.08543e-05 -2.77736e-05 -1.94255e-05 -1.20077e-05 -2.00464e-05 -2.84054e-06 3.48822e-05 -1.91424e-05 -0.000156753
internal_weight=0 3686 406 3280 3234 3167 3101 3050 359 307 237 153
internal_count=3739 3686 406 3280 3234 3167 3101 3050 359 307 237 153
is_linear=0
shrinkage=0.0995203


Tree=8643
num_leaves=13
num_cat=0
split_feature=22 27 18 6 21 3 23 8 27 6 8 29
split_gain=0.0207559 0.00232526 0.0161696 0.000976765 0.00144124 0.000823035 0.00174202 0.000574934 0.000356592 0.000275908 0.000293669 0.000290527
threshold=0.13292500000000004 1.0000000180025095e-35 -0.08727 0.23153500000000005 0.14680000000000004 0.16149500000000003 -0.022119999999999997 -0.49499500000000002 0.086250000000000021 -0.48214499999999999 -0.077074999999999991 -0.077709999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -8 -4 -10 11 -11
right_child=-2 2 8 -5 -6 -7 7 -9 9 10 -12 -13
leaf_value=0.0005291141075098951 -0.0021184422453811224 0.0019284380849082061 -0.00017541720653490962 0.00041622984975664792 -0.00057394175558921252 -0.00038344947367639298 -0.00028163968936533677 -1.3715213194346605e-05 -0.00015872847837366085 -9.901678063151783e-05 0.00028850975155732652 0.00015823023994630521
leaf_weight=58 46 49 85 50 47 60 82 2982 46 82 63 89
leaf_count=58 46 49 85 50 47 60 82 2982 46 82 63 89
internal_value=0 8.52683e-06 0.000230923 -1.93028e-05 -2.63004e-05 -1.79542e-05 -1.06677e-05 -2.11527e-05 7.94535e-07 5.72111e-05 0.000103159 3.00847e-05
internal_weight=0 3693 414 3279 3229 3182 3122 3064 365 280 234 171
internal_count=3739 3693 414 3279 3229 3182 3122 3064 365 280 234 171
is_linear=0
shrinkage=0.0995203


Tree=8644
num_leaves=15
num_cat=0
split_feature=20 26 26 25 17 17 6 19 8 21 17 3 27 6
split_gain=0.0164696 0.00432713 0.013044 0.00109528 0.000922892 0.00489655 0.00994944 0.000941719 0.000861797 0.00107605 0.000844233 0.000801353 0.000744017 0.000774025
threshold=0.24030500000000005 -0.14678499999999997 -0.22491999999999998 0.096120000000000025 0.048755000000000014 0.067035000000000025 0.089090000000000016 0.12719000000000005 0.24853500000000003 0.089005000000000015 -0.57205499999999987 0.08400500000000001 -0.032854999999999995 0.18123500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 10 6 -6 11 9 -1 -3 -7 -12 -14
right_child=-2 3 -4 -5 5 7 -8 -9 -10 -11 12 -13 13 -15
leaf_value=-0.00049941526340117795 -0.0014940623059612949 -0.00038312216033642947 0.0019055986923087868 0.00042415464827039124 -0.0018374875378018038 -0.00028381078137255618 1.8520044931121113e-06 -0.00031716028541595523 0.00032965742650899849 0.00014559589734506129 0.00042652648764351128 8.3998221881488895e-05 1.3050142301716067e-05 0.00041345900874970411
leaf_weight=46 72 50 48 59 46 65 77 81 62 55 46 550 2430 49
leaf_count=46 72 50 48 59 46 65 77 81 62 55 46 550 2430 49
internal_value=0 2.58019e-05 0.000463322 -6.96236e-07 -8.32289e-06 -0.000100514 -0.000679376 6.09283e-07 3.35793e-05 -0.000140066 2.06812e-05 4.3793e-05 2.90015e-05 2.12949e-05
internal_weight=0 3664 211 3453 3394 819 123 696 163 101 2575 615 2525 2479
internal_count=3736 3664 211 3453 3394 819 123 696 163 101 2575 615 2525 2479
is_linear=0
shrinkage=0.0995203


Tree=8645
num_leaves=15
num_cat=0
split_feature=10 28 22 6 6 6 4 17 1 0 18 6 2 2
split_gain=0.0181923 0.00802698 0.0020416 0.000768894 0.00204106 0.0104322 0.00115787 0.00180183 0.00177532 0.0009348 0.000796608 0.00066979 0.00219026 0.000678374
threshold=0.096215000000000023 0.080375000000000016 0.13240000000000005 0.10877500000000002 0.088845000000000021 0.089525000000000021 0.09939000000000002 0.0065250000000000013 -0.068094999999999989 -0.085794999999999996 -1.0000000180025095e-35 0.087575000000000028 -0.084869999999999987 -0.085599999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 -6 7 10 -9 -7 -5 13 -13 -1
right_child=-2 -3 -4 6 5 9 -8 8 -10 -11 -12 12 -14 -15
leaf_value=-7.9880102012274659e-05 -0.0018515090363030269 0.0010490773618706335 0.0006334478101748122 -0.00058377092742469005 -0.001409961412387951 0.00024643206861345757 0.00054668994053697453 0.00075004971201454143 3.6991505641676145e-05 -0.00010446294938351372 -1.3881734809639356e-05 0.00077292972424440175 -5.7033906770151147e-05 3.6402509410828043e-05
leaf_weight=686 52 74 50 46 62 89 57 50 121 460 58 48 87 1796
leaf_count=686 52 74 50 46 62 89 57 50 121 460 58 48 87 1796
internal_value=0 2.30146e-05 1.75494e-06 -6.88721e-06 -2.19388e-05 -0.000185824 0.000136992 4.90954e-05 0.000250275 -4.60872e-05 -0.00027382 1.60112e-05 0.000232001 3.93333e-06
internal_weight=0 3684 3610 3560 3228 611 332 275 171 549 104 2617 135 2482
internal_count=3736 3684 3610 3560 3228 611 332 275 171 549 104 2617 135 2482
is_linear=0
shrinkage=0.0995203


Tree=8646
num_leaves=13
num_cat=0
split_feature=27 26 0 10 20 26 26 2 2 2 3 20
split_gain=0.0168543 0.00464503 0.0107638 0.00159848 0.00101452 0.000909166 0.0110063 0.00105563 0.00156252 0.000960151 0.000531029 0.000496665
threshold=0.11410500000000003 -0.16205499999999998 -0.067839999999999998 0.091445000000000026 -0.24910499999999999 0.09112000000000002 0.091570000000000026 -0.085374999999999993 -0.084674999999999986 -0.086050000000000001 0.14530500000000005 -0.090514999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -3 7 -7 9 -9 -6 -8 -1
right_child=-2 3 -4 -5 5 6 10 8 -10 -11 -12 -13
leaf_value=-0.00021522311468361518 -0.0015324415371351927 0.00038725775933403441 0.0018364667393726039 0.00057328464198447076 -4.3924941457366759e-05 -0.0015024169160483488 -3.2378521965129932e-05 0.00049342689648614643 4.1357631355428974e-05 -0.00045667427876795838 0.0003033738003063872 0.00021241190902467842
leaf_weight=49 70 64 46 48 649 52 891 80 1617 62 49 59
leaf_count=49 70 64 46 48 649 52 891 80 1617 62 49 59
internal_value=0 2.64603e-05 0.000561454 2.7679e-06 -4.90133e-06 -1.25239e-05 -9.28525e-05 2.02283e-05 6.31515e-05 -8.10685e-05 -1.40056e-05 1.08124e-05
internal_weight=0 3666 154 3512 3464 3400 992 2408 1697 711 940 108
internal_count=3736 3666 154 3512 3464 3400 992 2408 1697 711 940 108
is_linear=0
shrinkage=0.0995203


Tree=8647
num_leaves=12
num_cat=0
split_feature=10 26 1 22 20 18 18 21 18 8 9
split_gain=0.0155603 0.00379821 0.00999531 0.00129958 0.000867923 0.00114824 0.0101827 0.000702888 0.000676141 0.000616224 0.00058798
threshold=0.096215000000000023 -0.16205499999999998 -0.031409999999999993 0.12975500000000004 -0.24910499999999999 0.092235000000000025 0.093865000000000018 0.10683000000000002 0.090540000000000023 0.24853500000000003 0.11296000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 8 -7 -8 10 -4 -6
right_child=-2 3 9 -5 5 6 7 -9 -10 -11 -12
leaf_value=0.0017156718005438103 -0.0017119553538948976 0.00035789888426335898 -0.00019400615546887165 0.00048439704211251261 1.5578715009965859e-05 -0.0015623330054089439 1.7800005986402443e-05 -0.00032453641321728612 0.00035792826260070104 0.00027313027950943866 -0.00020113314894889652
leaf_weight=47 52 63 69 54 2605 46 501 67 55 47 130
leaf_count=47 52 63 69 54 2605 46 501 67 55 47 130
internal_value=0 2.16768e-05 0.000491333 0 -7.611e-06 -1.46162e-05 -0.000137937 -2.114e-05 1.22299e-05 0 4.97865e-06
internal_weight=0 3684 163 3521 3467 3404 614 568 2790 116 2735
internal_count=3736 3684 163 3521 3467 3404 614 568 2790 116 2735
is_linear=0
shrinkage=0.0995203


Tree=8648
num_leaves=14
num_cat=0
split_feature=10 4 17 5 4 4 4 22 4 4 5 2 9
split_gain=0.00416312 0.00401876 0.00133483 0.00102433 0.00079005 0.0012733 0.000880699 0.00102188 0.000901218 0.00071554 0.00048719 0.000485017 0.000443162
threshold=0.089800000000000033 0.15615500000000004 -0.55380499999999999 -0.01554 0.11995000000000003 0.12784500000000004 0.11474000000000002 0.11202000000000002 0.10724500000000002 0.13707500000000003 -0.38486499999999996 0.14153500000000005 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -2 6 -6 7 8 -4 10 -7 -11 -1
right_child=3 -3 4 -5 5 9 -8 -9 -10 11 -12 -13 -14
leaf_value=-0.00015066107748994183 0.00033232035097651938 0.00092721563351503319 2.1703248099688711e-05 0.0010323089535094327 -0.00059014467140389745 0.00036463060512570986 0.00038333248422079146 0.00047386337036186502 -0.00025187638866985959 -0.00044509606591802784 -6.7957362972048807e-05 -1.994151530809126e-05 -0.00057752665497497766
leaf_weight=64 46 47 2967 46 53 52 67 48 124 50 46 66 47
leaf_count=64 46 47 2967 46 53 52 67 48 124 50 46 66 47
internal_value=0 1.29201e-05 7.01763e-07 0.000691213 1.17876e-05 -0.000152251 2.57044e-05 1.78102e-05 1.04634e-05 -3.99758e-05 0.000153226 -0.000210255 -0.000338781
internal_weight=0 3631 3584 92 3473 267 3206 3139 3091 214 98 116 111
internal_count=3723 3631 3584 92 3473 267 3206 3139 3091 214 98 116 111
is_linear=0
shrinkage=0.0995203


Tree=8649
num_leaves=12
num_cat=0
split_feature=29 10 3 17 20 22 2 2 3 20 21
split_gain=0.00344982 0.00351429 0.00247288 0.00110308 0.000813979 0.000792231 0.000800374 0.00193676 0.000667444 0.000606525 0.000716427
threshold=0.12951500000000005 0.089800000000000033 0.10850000000000003 -0.55157999999999996 -0.010035000000000001 0.12975500000000004 0.11995000000000003 0.14153500000000005 0.13345500000000002 -0.24910499999999999 0.11754000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 9 -8 -9 -5 -11
right_child=-2 2 -4 5 -6 -7 7 8 -10 10 -12
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leaf_weight=51 46 46 46 67 81 55 47 116 92 2881 195
leaf_count=51 46 46 46 67 81 55 47 116 92 2881 195
internal_value=0 1.5962e-05 0.000623309 1.47566e-07 -0.000281964 1.11691e-05 4.86034e-06 -0.000164381 -2.98926e-05 1.88518e-05 1.21227e-05
internal_weight=0 3677 92 3585 132 3453 3398 255 208 3143 3076
internal_count=3723 3677 92 3585 132 3453 3398 255 208 3143 3076
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Tree=8650
num_leaves=12
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split_feature=4 10 21 4 4 4 5 26 6 4 4
split_gain=0.00295084 0.0029957 0.00072026 0.000714833 0.00128138 0.000899828 0.000762456 0.0013276 0.000791028 0.000597547 0.000493032
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decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 -8 -6 -11
right_child=-2 -3 -4 4 9 -7 8 -9 -10 10 -12
leaf_value=-3.7800364152994506e-05 0.0007839737620119983 0.00058407957957945609 0.00032781766632871393 -0.00058988656836297016 0.00015456718782683797 0.00037217835356094661 -8.0748513276045358e-05 0.00013026582760192922 0.00021245393278397233 -0.00043273614202862066 0
leaf_weight=1004 50 89 65 56 82 65 1248 860 97 49 58
leaf_count=1004 50 89 65 56 82 65 1248 860 97 49 58
internal_value=0 1.37277e-05 -2.07254e-07 -6.49889e-06 -0.000170575 5.52919e-06 -1.64239e-06 3.93017e-05 -5.89944e-05 -4.20025e-05 -0.000200295
internal_weight=0 3673 3584 3519 245 3274 3209 1864 1345 189 107
internal_count=3723 3673 3584 3519 245 3274 3209 1864 1345 189 107
is_linear=0
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Tree=8651
num_leaves=11
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split_feature=23 10 17 24 22 20 1 5 4 5
split_gain=0.00248963 0.00191796 0.000851242 0.000794597 0.000692967 0.000660727 0.000684279 0.000445391 0.00142664 0.000981533
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decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 7 -2 -7 8 -4 -9
right_child=1 -3 3 -5 -6 6 -8 9 -10 -11
leaf_value=0.00073430625109291512 3.7547071784451408e-05 0.00047964938043584528 9.5302998569703423e-05 -0.00034304479844906753 0.00037996413094092162 -9.0111107026075263e-05 -0.00060282000440226491 0.00034782329694886619 -0.00037954832179750732 1.3553388300526638e-05
leaf_weight=48 61 85 138 61 52 55 57 90 112 2964
leaf_count=48 61 85 138 61 52 55 57 90 112 2964
internal_value=0 1.23846e-05 1.09321e-06 1.22241e-05 1.89256e-05 -0.000214026 -0.000358353 1.29956e-05 -0.000114156 2.36722e-05
internal_weight=0 3675 3590 3417 3356 173 112 3304 250 3054
internal_count=3723 3675 3590 3417 3356 173 112 3304 250 3054
is_linear=0
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Tree=8652
num_leaves=14
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split_feature=1 5 1 0 20 21 21 2 2 4 8 9 2
split_gain=0.000986419 0.00188333 0.00104162 0.000646037 0.000728495 0.000816164 0.000758555 0.000674962 0.000906121 0.000585065 0.000518241 0.000307688 0.000265864
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 4 -2 6 7 11 -9 -5 -11 -6 -1
right_child=3 2 -4 9 5 -7 -8 8 -10 10 -12 -13 -14
leaf_value=5.4888876151550013e-05 0.0003284326978931392 0.00074668707914642965 0.00013928691621406389 1.0267046563749438e-05 -0.00033492763150859081 -0.00034349899283699314 0.00040010596354963146 0.00043213512447038218 1.5860513194111373e-05 -9.5576802391339984e-05 -0.00057484466788126475 -7.6988952749260076e-05 -0.00026262497154711331
leaf_weight=49 72 68 54 81 62 64 50 53 2798 50 49 235 49
leaf_count=49 72 68 54 81 62 64 50 53 2798 50 49 235 49
internal_value=0 0.000222435 0.000484548 4.88282e-06 1.50244e-05 7.85582e-06 1.51433e-05 8.76885e-06 2.38862e-05 -0.000178415 -0.000341059 -0.000133591 -9.55148e-05
internal_weight=0 220 122 3514 3334 3262 3198 3148 2851 180 99 297 98
internal_count=3734 220 122 3514 3334 3262 3198 3148 2851 180 99 297 98
is_linear=0
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Tree=8653
num_leaves=13
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split_feature=1 3 9 17 3 10 23 3 5 5 9 9
split_gain=0.000802812 0.00169363 0.00187297 0.000756228 0.000598663 0.000587338 0.000555835 0.00106968 0.000397267 0.000492338 0.000910585 0.000727214
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 -3 6 7 -5 9 10 -8 -11
right_child=3 2 -4 5 -6 -7 8 -9 -10 11 -12 -13
leaf_value=0.00062746588694064279 -0.00039171854106433146 0 0.0005537730291943593 -0.00055200605234579053 -0.0004563967792113888 0.00036347833198467145 2.9295722829484916e-05 0.00010079285010183613 0.00023284145651667631 0.0002706823938990346 0.00038847266360654466 -4.5243780693381483e-05
leaf_weight=65 47 59 46 50 50 46 1490 46 79 75 74 1607
leaf_count=65 47 59 46 50 50 46 1490 46 79 75 74 1607
internal_value=0 0.000200669 1.6408e-05 4.3737e-06 -0.00020286 9.9794e-06 4.98683e-06 -0.000230679 1.20372e-05 6.41118e-06 4.68135e-05 -3.067e-05
internal_weight=0 220 155 3514 109 3467 3421 96 3325 3246 1564 1682
internal_count=3734 220 155 3514 109 3467 3421 96 3325 3246 1564 1682
is_linear=0
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Tree=8654
num_leaves=13
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split_feature=1 1 0 0 27 24 25 29 4 4 8 4
split_gain=0.000652747 0.00154872 0.000891224 0.000511518 0.000568644 0.000685055 0.000606473 0.000601069 0.000815653 0.000482138 0.000395505 0.000115969
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 -2 -6 7 -7 -9 -5 -11 -1
right_child=3 2 -4 9 5 6 -8 8 -10 10 -12 -13
leaf_value=0 0.00027540787882870374 0.00074693236811108692 0.00018536758954470995 1.138065551229795e-05 -0.00034801021981667858 0.00036390712253570555 0.00035666182388359089 8.0980127006915619e-06 -0.00038934252606908883 -8.9558052681403238e-05 -0.0005118288083457936 -0.00023089445913403037
leaf_weight=46 80 49 78 81 53 46 50 3053 52 50 49 47
leaf_count=46 80 49 78 81 53 46 50 3053 52 50 49 47
internal_value=0 0.000181019 0.00040848 3.98481e-06 1.30345e-05 6.33242e-06 1.24551e-05 6.73346e-06 1.17835e-06 -0.000159087 -0.00030683 -0.000120799
internal_weight=0 220 127 3514 3334 3254 3201 3151 3105 180 99 93
internal_count=3734 220 127 3514 3334 3254 3201 3151 3105 180 99 93
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Tree=8655
num_leaves=15
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split_feature=3 1 18 18 2 2 1 0 36 10 10 5 7 20
split_gain=0.000581044 0.000684172 0.00295717 0.000649006 0.000792882 0.00145061 0.000801066 0.000761464 0.000455262 0.000414648 0.000696518 0.000658234 0.000408849 0.000434507
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 6 -6 -5 -1 -7 10 11 12 -3 -14
right_child=1 9 -4 4 5 8 -8 -9 -10 -11 -12 -13 13 -15
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leaf_weight=46 47 61 85 81 47 81 46 46 75 47 61 53 66 2892
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internal_value=0 2.73957e-05 0.00024989 -9.63638e-05 -2.84717e-05 9.06839e-05 -0.000225379 -0.000330992 -5.05348e-05 1.79027e-05 1.32281e-05 2.00912e-05 1.37057e-05 8.16082e-06
internal_weight=0 3312 132 422 330 203 127 92 156 3180 3133 3072 3019 2958
internal_count=3734 3312 132 422 330 203 127 92 156 3180 3133 3072 3019 2958
is_linear=0
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Tree=8656
num_leaves=14
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split_feature=10 3 26 4 6 3 18 36 4 19 9 1 6
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 -1 6 7 8 -4 -7 11 -11 -8
right_child=1 -3 3 -5 -6 9 12 -9 -10 10 -12 -13 -14
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leaf_weight=54 61 47 422 52 48 65 60 73 111 162 52 2490 48
leaf_count=54 61 47 422 52 48 65 60 73 111 162 52 2490 48
internal_value=0 0.000677017 -1.5363e-05 -6.71928e-06 -0.000306903 -1.59502e-05 -0.000113021 -0.000158219 -0.000200323 8.78446e-06 1.69097e-05 2.38055e-05 0.000133007
internal_weight=0 108 3637 3535 102 3483 714 606 533 2769 2704 2652 108
internal_count=3745 108 3637 3535 102 3483 714 606 533 2769 2704 2652 108
is_linear=0
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Tree=8657
num_leaves=13
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 -1 6 7 8 -4 -7 11 -11
right_child=1 -3 3 -5 -6 9 -8 -9 -10 10 -12 -13
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leaf_weight=54 46 62 462 52 48 65 64 54 134 162 52 2490
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internal_value=0 0.000610395 -1.38307e-05 -6.04701e-06 -0.000275561 -1.43826e-05 -0.000101642 -0.00013287 -0.000168582 7.82196e-06 1.51666e-05 2.14056e-05
internal_weight=0 108 3637 3535 102 3483 714 650 596 2769 2704 2652
internal_count=3745 108 3637 3535 102 3483 714 650 596 2769 2704 2652
is_linear=0
shrinkage=0.0995203


Tree=8658
num_leaves=26
num_cat=0
split_feature=2 17 5 5 17 0 11 8 6 5 0 0 8 6 0 17 3 0 6 0 0 6 3 3 0
split_gain=0.00340705 0.0037829 0.000704431 0.00107106 0.00293425 0.000894083 0.00167754 0.00109594 0.000769158 0.00156281 0.00145603 0.00134576 0.000607553 0.000949937 0.000756938 0.00105512 0.000741891 0.00164052 0.0013814 0.00119404 0.000857332 0.00106744 0.000616999 0.000524555 0.000228246
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_value=0 0.000588955 -1.16175e-05 -5.16454e-05 -0.000314686 3.60618e-05 6.0555e-05 -0.000184766 4.11552e-05 0.000287454 1.90912e-05 4.75173e-05 -3.08706e-05 -0.000135462 -6.70945e-05 -0.000251343 0 5.11999e-05 0.000239838 -3.87383e-05 -0.000100862 -0.000166568 4.49397e-05 1.22213e-05 2.17534e-05
internal_weight=0 96 3649 1993 143 1656 1494 162 1448 116 1332 1243 1850 424 355 137 1426 948 309 639 478 387 218 92 96
internal_count=3745 96 3649 1993 143 1656 1494 162 1448 116 1332 1243 1850 424 355 137 1426 948 309 639 478 387 218 92 96
is_linear=0
shrinkage=0.0995203


Tree=8659
num_leaves=14
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split_feature=10 0 9 9 2 7 8 0 3 0 6 26 10
split_gain=0.00320579 0.00440915 0.000617268 0.00143514 0.00277957 0.00239293 0.00220927 0.000789849 0.000709055 0.000865583 0.000836261 0.000555677 0.000433101
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 7 8 -7 -5 9 -1 -11 -10 -13
right_child=1 -3 -4 4 -6 6 -8 -9 11 10 -12 12 -14
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leaf_count=62 52 56 48 70 53 46 49 53 82 425 131 2562 56
internal_value=0 0.000537676 -1.24783e-05 -1.74368e-05 -0.000294615 -2.90356e-06 0.000489281 -2.81026e-05 -1.72424e-05 -0.000113456 -7.23791e-05 4.47659e-06 1.27646e-05
internal_weight=0 108 3637 3589 176 3413 95 123 3318 618 556 2700 2618
internal_count=3745 108 3637 3589 176 3413 95 123 3318 618 556 2700 2618
is_linear=0
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Tree=8660
num_leaves=21
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split_feature=2 11 18 2 9 6 17 3 6 3 8 3 9 20 8 17 20 8 9 3
split_gain=0.000991345 0.00110747 0.000837404 0.00382807 0.00104541 0.00104112 0.000922756 0.00168042 0.00130211 0.00120707 0.0021648 0.00106319 0.000907103 0.000873933 0.000486025 0.00173924 0.000754275 0.0011586 0.000643298 0.000640068
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decision_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 14 5 12 9 -8 -9 10 -6 -11 13 -4 15 -3 17 -16 -18 -17
right_child=-2 2 4 -5 6 -7 7 8 -10 11 -12 -13 -14 -15 16 19 18 -19 -20 -21
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leaf_count=56 82 50 1986 75 53 87 49 125 52 58 53 414 69 174 51 52 51 62 66 53
internal_value=0 1.56333e-06 -5.08007e-06 -0.000130598 1.31634e-05 4.7332e-05 -8.42444e-05 -0.000255005 -0.000106832 -1.606e-05 -0.000320609 5.06001e-05 3.37467e-05 2.19978e-05 -1.75027e-06 -0.000140021 8.78731e-05 0.000273008 -8.39354e-05 8.31787e-05
internal_weight=0 3636 3580 460 3120 2316 804 226 177 578 106 472 2229 2160 385 155 230 113 117 105
internal_count=3718 3636 3580 460 3120 2316 804 226 177 578 106 472 2229 2160 385 155 230 113 117 105
is_linear=0
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Tree=8661
num_leaves=15
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split_feature=22 27 1 29 23 0 0 3 10 4 8 8 8 5
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 10 -7 9 -9 12 -12 -1 -6
right_child=-2 -3 3 4 13 7 -8 8 -10 -11 11 -13 -14 -15
leaf_value=2.6304726849647918e-05 0.00057202722443503199 0.00042191909833464081 7.6670516834795606e-05 -4.8538292538626165e-05 -0.00090995574942737514 -0.00051268860575591816 0.0007709663404373338 -0.00011320871950721739 -0.00030201748511283008 0.00029686452983607615 -0.00031493460158099325 5.1876179269394655e-06 0.00042419825732251468 -0.00038178253293459673
leaf_weight=1461 47 51 56 49 46 73 46 88 76 72 230 1306 69 48
leaf_count=1461 47 51 56 49 46 73 46 88 76 72 230 1306 69 48
internal_value=0 -1.29104e-05 -1.92626e-05 -0.00029692 -0.000448945 -2.87198e-06 1.2578e-05 -0.000161121 -4.89045e-05 6.62079e-05 9.32678e-07 -4.22144e-05 4.4784e-05 -0.000648959
internal_weight=0 3671 3620 199 143 3421 3112 309 236 160 3066 1536 1530 94
internal_count=3718 3671 3620 199 143 3421 3112 309 236 160 3066 1536 1530 94
is_linear=0
shrinkage=0.0995203


Tree=8662
num_leaves=12
num_cat=0
split_feature=22 27 30 0 18 18 10 3 5 3 9
split_gain=0.00130061 0.000803346 0.00123397 0.000790358 0.00157006 0.00110073 0.00103532 0.00110223 0.000800056 0.000538595 0.00082338
threshold=0.13292500000000004 0.11726500000000002 0.11222000000000003 0.019150000000000004 -0.060544999999999995 -0.1394 0.079225000000000018 0.11926500000000002 0.51935500000000012 0.15361500000000003 0.11408000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -5 7 -6 9 10 -1
right_child=-2 -3 -4 4 6 -7 -8 -9 -10 -11 -12
leaf_value=-8.1664552714832066e-06 0.00051509873176952623 0.00037992963468804885 -0.00050374923502505319 -0.00011100315949723428 -0.00029820056746522865 -0.00078606721901788694 0.0003519702282206924 0.00026878249944925042 0.00039175234571698589 -0.00026353933596820375 0.00020659246721041794
leaf_weight=2926 47 51 51 48 120 55 58 46 52 76 188
leaf_count=2926 47 51 51 48 120 55 58 46 52 76 188
internal_value=0 -1.16034e-05 -1.73456e-05 -1.01656e-05 -0.000157699 -0.000479422 -6.10952e-06 -0.000136153 4.46263e-06 -1.59394e-06 4.5362e-06
internal_weight=0 3671 3620 3569 327 103 224 166 3242 3190 3114
internal_count=3718 3671 3620 3569 327 103 224 166 3242 3190 3114
is_linear=0
shrinkage=0.0995203


Tree=8663
num_leaves=17
num_cat=0
split_feature=22 29 18 2 18 2 5 30 4 17 1 9 8 0 2 17
split_gain=0.00105469 0.00076244 0.000770258 0.00328899 0.000892992 0.00232953 0.000824631 0.00117877 0.00094826 0.000751952 0.000890899 0.000554957 0.000401057 0.00067402 0.000868924 0.000788476
threshold=0.13292500000000004 0.12737000000000004 -0.10303999999999999 0.08666500000000002 -0.092864999999999989 -0.081665000000000001 0.0076350000000000012 0.10801000000000002 0.13271500000000006 0.51292000000000015 -0.057259999999999998 0.085610000000000019 -0.081915000000000002 -0.068604999999999985 -0.07360499999999999 -0.47367999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 11 7 8 -6 10 -8 -4 -1 15 -15 -14
right_child=-2 -3 4 -5 6 -7 9 -9 -10 -11 -12 -13 13 14 -16 -17
leaf_value=-0.0002047666157399614 0.00046383597754954831 -0.00040060258574946538 0.00020555639426321655 -0.00075413024023955936 3.1855792907446894e-05 0.00083862273147677132 2.4041793200835217e-05 0.00050482001664560992 -0.00023120219505063738 -0.00044454967406004967 -0.00024696319725980045 -0.00027205852856918152 -0.00011581329920607413 -0.00028051262263859971 0.00020991030325519231 0.0003733810851146871
leaf_weight=82 47 49 50 70 2252 46 352 50 144 59 179 46 47 97 55 93
leaf_count=82 47 49 50 70 2252 46 352 50 144 59 179 46 47 97 55 93
internal_value=0 -1.04486e-05 -4.94441e-06 -0.000127888 1.19744e-05 0.000255914 2.95242e-07 2.60373e-05 1.57043e-05 -0.000105038 -6.57723e-05 -1.47734e-05 -8.48745e-06 4.38286e-05 -9.76713e-05 0.000203304
internal_weight=0 3671 3622 444 3178 142 3036 2446 2396 590 531 96 374 292 152 140
internal_count=3718 3671 3622 444 3178 142 3036 2446 2396 590 531 96 374 292 152 140
is_linear=0
shrinkage=0.0995203


Tree=8664
num_leaves=33
num_cat=0
split_feature=1 0 0 26 8 6 1 10 18 0 2 18 2 8 18 0 6 5 1 5 6 1 1 0 11 18 0 8 24 1 6 0
split_gain=0.00208465 0.00277616 0.0264155 0.0012877 0.00346922 0.00895359 0.00133302 0.00120998 0.000819868 0.00113484 0.000814722 0.00229609 0.00140045 0.00135167 0.00143598 0.000694834 0.00138683 0.000690435 0.00125607 0.00129369 0.00114621 0.000819643 0.00105132 0.000769763 0.00070579 0.000672621 0.00148988 0.000608389 0.000606244 0.000913809 0.000588924 0.000436682
threshold=-0.083284999999999984 -0.082224999999999993 -0.083275000000000002 0.10924500000000002 -0.068099999999999994 0.016740000000000005 -0.076894999999999991 0.086165000000000019 -0.14624999999999996 -0.08076499999999999 -0.084869999999999987 -0.010395 -0.086304999999999993 -0.085165000000000005 -0.0097449999999999985 -0.076154999999999987 0.091615000000000016 -0.082635 -0.071399999999999991 -0.0071849999999999995 0.092120000000000021 -0.06551499999999999 -0.054974999999999996 -0.067839999999999998 -0.084384999999999988 -0.063154999999999989 -0.066264999999999991 -0.012329999999999999 -0.023524999999999997 0.50996500000000011 -0.083069999999999991 -0.016659999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 17 5 -5 -6 8 -3 -10 12 -12 13 14 -1 16 -11 24 19 20 -19 -20 -23 -24 -2 -8 27 -27 -26 30 -30 -17
right_child=3 7 -4 4 6 -7 25 -9 9 15 11 -13 -14 -15 -16 31 -18 18 21 -21 -22 22 23 -25 28 26 -28 -29 29 -31 -32 -33
leaf_value=7.0270911374444963e-05 -0.00018867473179349177 -0.00034596298459671623 -0.0025783707772771792 -7.7231756279920273e-05 -0.00038192683266600211 0.0017203487116343068 -0.00016223739503627238 -0.00042516651162560466 0.00041997445889654234 6.5732390461220092e-05 -0.00076632830619440136 0.0001801396491022756 0.0005491150626900865 0.00034327902873007549 -0.0006521497364352641 0.00027329871004072717 -0.00060808809710251907 0.00016544959647700033 0.00033955391848133838 -0.00070176610501884685 -0.00038590918105330606 -0.00048218797929488826 -3.4229889196420692e-05 0.00019322588345358562 -0.00017547845045064663 0.0002606784394353847 0.00071312071488616809 -0.00022702844490558584 1.3268840425580012e-05 0.00053272285417933958 0.00018860096572554294 1.4721388255831019e-05
leaf_weight=56 90 50 46 64 64 47 51 62 80 77 47 53 50 55 50 92 48 72 68 51 75 46 876 177 70 54 47 47 413 52 369 244
leaf_count=56 90 50 46 64 64 47 51 62 80 77 47 53 50 55 50 92 48 72 68 51 75 46 876 177 70 54 47 47 413 52 369 244
internal_value=0 -0.000129116 -0.000352309 3.8162e-05 0.000209845 0.000676531 9.76542e-06 -5.84169e-06 3.67633e-05 7.36486e-05 -2.04192e-05 -0.000256514 8.75944e-05 -5.06505e-05 -0.000262771 1.17728e-05 -0.000186466 1.05961e-05 -3.49424e-05 -0.000266772 -0.000110287 3.6898e-06 -1.63467e-05 3.226e-06 7.39549e-05 0.000139851 0.00024948 2.56205e-05 0.000101007 0.000125195 9.70491e-05 8.79587e-05
internal_weight=0 1010 357 2733 374 111 263 653 591 541 311 100 211 161 106 461 125 2359 1365 198 147 1167 1099 1053 994 199 148 101 904 834 782 336
internal_count=3743 1010 357 2733 374 111 263 653 591 541 311 100 211 161 106 461 125 2359 1365 198 147 1167 1099 1053 994 199 148 101 904 834 782 336
is_linear=0
shrinkage=0.0995203


Tree=8665
num_leaves=31
num_cat=0
split_feature=1 1 17 4 17 18 8 1 26 17 1 20 20 6 1 1 8 26 5 17 8 5 9 18 5 9 5 1 1 1
split_gain=0.00169159 0.0151967 0.00107537 0.000984693 0.000762755 0.00064981 0.000717891 0.00105417 0.00232303 0.00177546 0.00102444 0.000967599 0.00081126 0.000724855 0.000712817 0.000736147 0.0046784 0.00114438 0.00338331 0.00472622 0.00133722 0.00101655 0.00076727 0.00157617 0.00100332 0.000471039 0.000449178 0.000526334 0.000316094 0.000457631
threshold=-0.090374999999999997 -0.09225499999999999 -0.45791500000000002 0.10343500000000001 -0.56005499999999986 -0.080424999999999996 -0.084915000000000004 -0.050379999999999994 0.087575000000000028 -0.0064000000000000003 -0.01257 -0.077044999999999988 0.0047950000000000015 -0.087825 -0.087944999999999995 -0.083284999999999984 -0.083504999999999982 0.10924500000000002 -0.067559999999999995 -0.011809999999999999 -0.046889999999999994 -0.0096449999999999991 0.091885000000000022 -0.025079999999999998 -0.49053999999999998 0.092605000000000021 0.23932500000000004 -0.096749999999999989 -0.14482999999999999 -0.52333999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 8 -8 11 -2 25 -13 -12 -7 16 21 22 20 -20 -19 -16 23 -17 -24 -9 27 28 29 -4
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leaf_value=0.00019807520244042239 0.00010068299080539444 -0.0016464247288769348 -0.00022691111206431616 -0.00060106476669349906 -0.00029548618859727514 0.00040446170815763806 0.00014275842724933516 1.8479245958220401e-05 -0.00064189757785908523 0.00063646833969471697 -0.00016293511025960197 -0.00032544848867041082 0.00014131128197313094 -0.00073433348217873356 -6.2564094924715311e-05 0.00038981925087023123 -0.0010148231642899371 -0.00015672695092514659 -9.6177826645317042e-05 0.0011789874326736047 0.00041001769108131483 0.00051120181165109787 0.00030956319318938642 2.8228051351575486e-05 -0.00014086673606515074 0.00032809236683100837 0.00027971094269620687 0.00026574976055888819 -0.00024569015950539735 8.9810695356832467e-05
leaf_weight=57 50 61 58 48 66 56 75 135 72 49 51 117 51 46 76 134 46 156 47 70 56 49 55 1169 396 82 87 74 55 199
leaf_count=57 50 61 58 48 66 56 75 135 72 49 51 117 51 46 76 134 46 156 47 70 56 49 55 1169 396 82 87 74 55 199
internal_value=0 -0.000145101 -1.62337e-06 -0.000216742 -6.01071e-05 2.59596e-05 -5.54865e-05 -4.33838e-06 -0.000235994 7.22394e-05 -0.000252074 0 -0.000178881 -0.000442347 5.19819e-05 4.28614e-05 -0.000154315 5.94413e-05 0.000230097 0.000659745 -3.15932e-06 0.000155803 2.69645e-05 6.60422e-05 -8.41211e-05 0.000139248 7.44162e-05 2.60243e-05 -2.82099e-05 1.51473e-05
internal_weight=0 705 644 171 123 3038 728 581 147 434 147 385 168 97 2310 2254 171 2083 329 117 212 125 1754 1303 451 217 473 386 312 257
internal_count=3743 705 644 171 123 3038 728 581 147 434 147 385 168 97 2310 2254 171 2083 329 117 212 125 1754 1303 451 217 473 386 312 257
is_linear=0
shrinkage=0.0995203


Tree=8666
num_leaves=28
num_cat=0
split_feature=1 1 5 11 5 1 5 6 5 26 9 29 0 0 1 9 9 1 1 1 1 5 1 6 9 0 6
split_gain=0.0014865 0.0135822 0.000689429 0.000655177 0.00054199 0.00060671 0.000531402 0.000778357 0.00319473 0.00073471 0.00147619 0.00365097 0.000574383 0.00359929 0.00155652 0.00138401 0.00225139 0.00130988 0.000868138 0.00123191 0.00053637 0.000399537 0.000312181 0.000305281 0.000516539 0.000474979 0.000219001
threshold=-0.091259999999999994 -0.092954999999999996 0.27287000000000011 -0.37931999999999999 0.62931500000000018 -0.50158499999999984 -0.041054999999999994 0.097040000000000029 -0.068984999999999991 -0.22971 0.11296000000000002 0.092175000000000021 -0.085684999999999997 -0.086304999999999993 -0.085184999999999997 0.084595000000000017 0.083925000000000013 -0.048734999999999994 -0.089520000000000002 -0.083284999999999984 -0.011155 0.26245000000000007 -0.096749999999999989 0.089090000000000016 0.08758500000000001 -0.079379999999999992 0.15358000000000002
decision_type=2 2 2 2 2 2 2 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 -2 5 -4 7 9 26 -5 11 -11 13 14 -8 16 20 -16 -17 -20 -14 22 23 25 -25 -1 -9
right_child=3 -3 4 6 -6 -7 12 8 -10 10 -12 -13 15 -15 17 18 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=-0.00030594994616358121 -0.00034773071471448826 -0.0017351983034807862 -0.00057813354960202545 0.00041074329889238771 4.4540784810587446e-05 -6.0413496103739943e-05 0.00053414624207841915 -0.00023565781554081759 0.0008249170341495019 2.3163869161851227e-05 -0.00039346049531392859 0.00092804313379555269 0.00018465332884864394 -0.0008752847825227527 -0.00051281654044199403 0.00039608828496973391 0.00069296308141243094 1.099362353352249e-06 -0.0003181367866206201 7.7640713000801933e-06 -0.00026833988904287803 0.0003153680366032351 0.00024162199101619686 0.00036102916425075299 -9.3040964243295456e-05 0 5.8325081255676004e-05
leaf_weight=66 46 49 51 53 53 47 47 47 64 1182 76 46 57 53 57 46 76 333 138 660 47 49 52 49 46 206 47
leaf_count=66 46 49 51 53 53 47 47 47 64 1182 76 46 57 53 57 46 76 333 138 660 47 49 52 49 46 206 47
internal_value=0 -0.000140091 -1.25003e-05 2.3651e-05 -0.000198434 -0.000338193 2.95612e-05 7.13092e-05 0.000281393 4.62452e-05 3.08027e-05 5.77267e-05 -1.16736e-05 -0.000100676 -4.85659e-06 3.01158e-05 0.000280992 -7.19124e-05 -2.24186e-05 -4.75689e-05 -1.21934e-05 4.57421e-05 1.22569e-05 -1.80112e-05 0.000132547 -7.36053e-05 -7.99576e-05
internal_weight=0 668 619 3075 151 98 3029 1515 158 1357 1304 1228 1514 490 437 1024 180 390 844 798 104 468 419 367 95 272 94
internal_count=3743 668 619 3075 151 98 3029 1515 158 1357 1304 1228 1514 490 437 1024 180 390 844 798 104 468 419 367 95 272 94
is_linear=0
shrinkage=0.0995203


Tree=8667
num_leaves=15
num_cat=0
split_feature=3 3 22 22 10 10 2 26 17 17 26 3 36 4
split_gain=0.00153149 0.0125647 0.000548697 0.000910655 0.000691544 0.000631635 0.000749775 0.00111641 0.000572 0.000517564 0.000779566 0.000338163 0.000621653 0.000364593
threshold=0.084235000000000018 0.083875000000000019 0.13292500000000004 0.11487000000000003 0.090150000000000022 0.087045000000000025 -0.10165999999999999 0.084355000000000027 -0.55286000000000002 0.11012500000000003 0.087395000000000014 -0.14674999999999996 0.088355000000000031 0.083105000000000026
decision_type=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 11 -1 13 -13
right_child=2 -3 -4 -5 -6 -7 8 -9 -10 -11 -12 12 -14 -15
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leaf_weight=58 149 63 47 49 56 47 58 68 2806 53 60 106 73 50
leaf_count=58 149 63 47 49 56 47 58 68 2806 53 60 106 73 50
internal_value=0 -0.000174339 1.89638e-05 1.37925e-05 2.05898e-05 2.70373e-05 2.12327e-05 -0.000156437 3.49802e-05 2.94047e-05 7.5478e-05 4.37994e-06 -4.70568e-05 -0.000162068
internal_weight=0 463 3280 3233 3184 3128 3081 217 2864 400 347 287 229 156
internal_count=3743 463 3280 3233 3184 3128 3081 217 2864 400 347 287 229 156
is_linear=0
shrinkage=0.0995203


Tree=8668
num_leaves=30
num_cat=0
split_feature=18 1 0 2 18 18 2 8 5 9 0 18 1 8 1 20 20 17 2 9 20 10 0 0 8 8 1 5 18
split_gain=0.00554408 0.00253878 0.0130727 0.00109022 0.00101455 0.00162104 0.00077822 0.00123488 0.00603548 0.00143767 0.000983377 0.000715347 0.00146746 0.00209002 0.000884722 0.00128897 0.00175951 0.00110004 0.00112441 0.000990937 0.000845914 0.000645348 0.000630143 0.000741039 0.000655201 0.00134608 0.000744198 0.000343884 0.000392394
threshold=0.26473000000000008 -0.16272499999999998 -0.032274999999999991 -0.079555000000000001 -0.060544999999999995 -0.12363 -0.086169999999999983 -0.052214999999999998 -0.07965499999999999 0.084055000000000032 -0.079564999999999983 0.11417000000000002 -0.049499999999999995 -0.024819999999999998 0.0033150000000000007 -0.07650499999999999 -0.078534999999999994 -0.093784999999999993 -0.075429999999999983 0.11351500000000002 -1.0000000180025095e-35 0.077415000000000025 -0.071029999999999996 -0.046675000000000001 -0.080724999999999991 -0.082014999999999991 -0.092954999999999996 0.037395000000000005 0.087065000000000017
decision_type=2 2 2 2 2 2 2 2 2 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 22 9 -9 -8 -11 14 -13 -14 17 16 -16 20 -19 -17 -5 27 24 -24 25 -3 -26 -6 -29
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leaf_weight=49 74 352 76 78 46 48 74 47 50 649 156 91 66 46 117 476 51 141 386 76 50 46 55 58 57 46 179 52 47
leaf_count=49 74 352 76 78 46 48 74 47 50 649 156 91 66 46 117 476 51 141 386 76 50 46 55 58 57 46 179 52 47
internal_value=0 4.51127e-06 -0.000244664 3.22357e-05 -6.82674e-06 -0.000230945 8.70833e-05 0.000145659 0.000485063 0.000107273 6.75166e-05 -2.71329e-05 -0.000201544 3.28312e-05 -7.88106e-07 -7.75167e-05 -0.000318937 8.23049e-05 0.000146719 -2.55786e-06 -0.000176504 0.000134388 9.45492e-06 0.000226776 -2.79877e-05 4.83447e-05 -0.000160187 2.53357e-05 -7.278e-05
internal_weight=0 3665 364 3301 315 124 1723 976 97 879 805 1578 203 112 1375 720 168 655 527 552 128 191 747 113 634 398 236 145 99
internal_count=3739 3665 364 3301 315 124 1723 976 97 879 805 1578 203 112 1375 720 168 655 527 552 128 191 747 113 634 398 236 145 99
is_linear=0
shrinkage=0.0995203


Tree=8669
num_leaves=19
num_cat=0
split_feature=26 1 26 2 1 17 0 5 11 29 29 5 0 1 2 26 2 1
split_gain=0.0021275 0.0109142 0.00106322 0.00757679 0.00267029 0.000701345 0.00106869 0.00262408 0.000680475 0.000696132 0.000630031 0.000619442 0.000712293 0.00058662 0.000543849 0.00257241 0.00138506 0.000448203
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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 -6 17 -8 9 -2 11 12 13 -10 15 -3 -17 -7
right_child=2 14 3 4 5 6 7 -9 10 -11 -12 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.0016768235084941724 3.2870307131658954e-05 -0.00061553514236770861 -0.0012752320839820714 0.00053462573622227276 0.00012423436870303458 0.00023464679710914817 -0.0008979957717021893 7.6050734491777083e-05 -0.00021466683599325143 -0.00043685463578949682 -0.00031444704797584181 -0.00029069896215709313 0.00037360411143630618 5.3882900714924294e-05 0.00029047278753727352 -0.00011260070564288508 0.00061637817967450141 -0.00013646084620394072
leaf_weight=46 58 57 51 78 90 46 57 50 82 61 48 52 68 2636 53 54 47 105
leaf_count=46 58 57 51 78 90 46 57 50 82 61 48 52 68 2636 53 54 47 105
internal_value=0 -0.000287685 8.90142e-06 -0.000128796 6.53208e-06 -0.000109481 -0.000194183 -0.000435183 3.10313e-05 -0.000201034 4.08838e-05 4.71821e-05 5.37824e-05 4.54798e-05 1.12809e-05 -7.71909e-05 0.000218522 -1.79868e-05
internal_weight=0 257 3482 477 426 348 258 107 3005 119 2886 2838 2786 2718 211 158 101 151
internal_count=3739 257 3482 477 426 348 258 107 3005 119 2886 2838 2786 2718 211 158 101 151
is_linear=0
shrinkage=0.0995203


Tree=8670
num_leaves=17
num_cat=0
split_feature=18 26 26 2 26 2 18 2 2 2 2 8 18 0 20 20
split_gain=0.00445962 0.00205351 0.00945566 0.000927852 0.00134915 0.00110463 0.00101237 0.000934155 0.000798025 0.000864162 0.000836329 0.000692633 0.000624234 0.000435187 0.00119065 0.00157804
threshold=0.26473000000000008 -0.112275 -0.14678499999999997 -0.079555000000000001 0.11575500000000001 -0.08040499999999999 0.089775000000000021 -0.081055000000000002 -0.078784999999999994 -0.078129999999999991 -0.077544999999999989 -0.072559999999999999 0.10435500000000002 -0.057604999999999996 -0.00059999999999999995 -0.096095
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 5 6 7 -3 -5 -10 -11 -8 -12 14 15 -1
right_child=-2 3 -4 8 -6 -7 11 -9 9 10 12 -13 -14 -15 -16 -17
leaf_value=0.00030897444623167368 -0.00077511643416528246 2.900525483688228e-05 -0.0015421147301980108 -0.00035790037145862978 0.00051027507379394754 0.00039689143568743022 0.00011737424621014231 -0.00033425127597640621 0.00034322186240566863 -0.00042359359654439504 1.369840740580213e-05 0.00054779931680408575 -0.00016403780339647249 -0.00021706385221741101 0.00047442829992403585 -0.00048617363279482593
leaf_weight=47 74 1296 47 69 69 91 122 74 65 51 1283 58 230 56 56 51
leaf_count=47 74 1296 47 69 69 91 122 74 65 51 1283 58 230 56 56 51
internal_value=0 5.07784e-06 -0.000265915 2.57538e-05 7.762e-05 5.89291e-05 3.85593e-05 8.78655e-06 -2.59968e-05 -1.14358e-05 -2.66988e-05 0.000260615 -1.27793e-05 1.5813e-05 0.000105811 -9.64738e-05
internal_weight=0 3665 257 3408 1710 1641 1550 1370 1698 1629 1564 180 1513 210 154 98
internal_count=3739 3665 257 3408 1710 1641 1550 1370 1698 1629 1564 180 1513 210 154 98
is_linear=0
shrinkage=0.0995203


Tree=8671
num_leaves=24
num_cat=0
split_feature=18 1 0 17 18 1 18 18 0 8 17 1 10 1 26 9 0 9 11 17 6 1 18
split_gain=0.00361652 0.00197716 0.0103423 0.000909571 0.00145127 0.000805303 0.000681199 0.00155799 0.00139653 0.00145154 0.00167776 0.000726317 0.000635142 0.000538534 0.000462314 0.0008903 0.00210647 0.0015507 0.000778607 0.000645665 0.000426521 0.00058908 2.93314e-05
threshold=0.26473000000000008 -0.16272499999999998 -0.032274999999999991 -0.11741999999999998 -0.060544999999999995 -0.041095 0.095920000000000019 0.089505000000000015 -0.069955000000000003 -0.070134999999999989 0.056905000000000011 -0.079434999999999992 0.091080000000000022 -0.50763499999999995 0.088055000000000022 0.09143500000000003 -0.092724999999999988 0.11296000000000002 -0.097540000000000002 -0.46515999999999996 -0.049005 -0.064534999999999995 -0.12881499999999999
decision_type=2 2 2 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 6 7 20 9 10 -8 -9 14 -5 18 16 -16 -17 -7 -20 -3 -22 -4
right_child=-2 5 3 13 -6 12 8 11 -10 -11 -12 -13 -14 -15 15 17 -18 -19 19 -21 21 -23 -24
leaf_value=-0.0015603265635254729 -0.00069797659606406605 0.00034128611070838164 -0.00031747745571637965 0.00038058526922181673 0.00016649135504804804 -0.00034138245423075717 -0.00026557603525478651 0.00074399236602284166 0.00031599439059301426 -0.00062344163238433671 0.0004685013800604515 0.00018233914473942184 0.00034765245615127127 0 8.8908032749962989e-05 0.00012793750236774921 -0.00055160206258860432 -0.00038583618591553928 0.00031926224069242937 7.4152922836864364e-06 9.1772910123150822e-05 -0.00016800426015474697 -0.00052185826376337804
leaf_weight=49 74 61 48 67 70 60 93 55 72 56 46 47 47 84 89 238 113 77 70 1211 872 94 46
leaf_count=49 74 61 48 67 70 60 93 55 72 56 46 47 47 84 89 238 113 77 70 1211 872 94 46
internal_value=0 4.59471e-06 -0.000215263 -3.43176e-06 -0.000168232 2.90863e-05 8.65832e-05 0.000120619 -5.42697e-05 -0.000195181 -1.67545e-05 0.000493217 -1.26182e-05 0.000170135 -2.21722e-05 -0.000102243 -0.000265345 0 8.08749e-06 2.50952e-05 8.2816e-05 6.56469e-05 -0.000426203
internal_weight=0 3665 364 315 164 3301 1396 1129 267 195 139 102 1905 151 1858 517 202 315 1341 1281 1027 966 94
internal_count=3739 3665 364 315 164 3301 1396 1129 267 195 139 102 1905 151 1858 517 202 315 1341 1281 1027 966 94
is_linear=0
shrinkage=0.0995203


Tree=8672
num_leaves=12
num_cat=0
split_feature=20 5 7 12 1 26 26 17 5 1 18
split_gain=0.0256748 0.00327166 0.00198972 0.00104898 0.000943812 0.00113824 0.000901773 0.00065476 0.000622031 0.000654186 0.000587115
threshold=-0.41270499999999993 0.6362850000000001 -0.075879999999999989 0.098735000000000017 0.0099250000000000015 0.087675000000000017 -0.088059999999999986 0.12439000000000001 0.41370500000000004 -0.088694999999999982 -0.093649999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 6 -6 -7 9 -4 -10
right_child=1 -3 3 -5 5 7 -8 -9 10 -11 -12
leaf_value=-0.002350523596296191 0.00053747858877800799 0.00082305025227507266 0.00011327515299771921 0.0004557745695917397 3.3959399017768592e-05 -9.494137487342184e-06 -0.00025644367034850888 0.00038818981141079369 0 -2.2159848169397928e-06 -0.00047657605053485179
leaf_weight=46 68 49 647 48 134 258 432 48 53 1897 48
leaf_count=46 68 49 647 48 134 258 432 48 53 1897 48
internal_value=0 1.51936e-05 4.07229e-06 -5.87246e-06 -1.24058e-05 -0.000102329 -0.000186245 5.02125e-05 1.69305e-05 2.68344e-05 -0.000224425
internal_weight=0 3682 3633 3565 3517 872 566 306 2645 2544 101
internal_count=3728 3682 3633 3565 3517 872 566 306 2645 2544 101
is_linear=0
shrinkage=0.0995203


Tree=8673
num_leaves=15
num_cat=0
split_feature=20 5 12 20 20 19 18 2 2 9 18 8 18 19
split_gain=0.0208195 0.00265261 0.000921593 0.000950778 0.00262019 0.000788212 0.00141359 0.000976194 0.00345577 0.00151085 0.000748611 0.00154614 0.00105402 0.00035913
threshold=-0.41270499999999993 0.6362850000000001 0.10025500000000002 -0.009049999999999999 -0.013254999999999999 0.094305000000000014 -0.010145 -0.083104999999999998 -0.083665000000000003 0.11296000000000002 0.088635000000000019 -0.012839999999999999 0.094870000000000024 0.12273500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 7 -7 8 -5 -9 11 -2 -12 -8
right_child=1 -3 -4 5 -6 6 13 9 -10 -11 12 -13 -14 -15
leaf_value=-0.0021165989720158007 2.7306774957626246e-06 0.00074114016651666563 0.00044637187057394473 -1.5089923326154054e-06 -0.00064838729293824706 0.00071231143778446187 -0.00012675635951901165 0.00011037485721138289 -0.00075984738186021447 -0.00026029765860921382 0.00050348808581006247 -0.0002696045975454439 1.0655759232985248e-05 0.00024295986933669126
leaf_weight=46 709 49 46 732 73 47 53 1169 65 119 54 288 229 49
leaf_count=46 709 49 46 732 73 47 53 1169 65 119 54 288 229 49
internal_value=0 1.37093e-05 3.67272e-06 -1.77628e-06 -6.78319e-05 3.78632e-05 0.000259501 2.16318e-05 -6.43831e-05 7.54924e-05 -3.40825e-05 -7.51168e-05 0.000107587 4.28267e-05
internal_weight=0 3682 3633 3587 1353 2234 149 2085 797 1288 1280 997 283 102
internal_count=3728 3682 3633 3587 1353 2234 149 2085 797 1288 1280 997 283 102
is_linear=0
shrinkage=0.0995203


Tree=8674
num_leaves=15
num_cat=0
split_feature=20 10 4 7 1 0 2 1 9 9 9 7 1 2
split_gain=0.0168824 0.0021904 0.00177848 0.00151569 0.000643542 0.000975292 0.000994775 0.000676652 0.000610811 0.00107872 0.000961823 0.00277476 0.00250234 0.000402809
threshold=-0.41270499999999993 0.089800000000000033 0.10868000000000001 -0.22253999999999999 -0.088694999999999982 0.12433000000000002 -0.10077999999999999 -0.090374999999999997 0.12652000000000005 0.15321500000000005 0.11408000000000003 0.081185000000000021 0.0043150000000000011 0.14153500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 7 -7 13 10 -10 11 -6 -12 -5
right_child=1 2 -4 4 8 6 -8 -9 9 -11 12 -13 -14 -15
leaf_value=-0.0019059547646640511 0.00055542678279687737 0.00092989052496453891 4.4729328111276082e-05 6.0208904227544325e-05 -4.0777544941839381e-05 -0.00047871592917879163 0.00011691612279467532 0.00046043986716729878 0.0005685222083216798 -6.400673037580176e-05 0.00010892540664042658 0.00072228655921529889 -0.00088268172786302871 0.00034498476807042129
leaf_weight=46 48 46 48 487 2580 58 50 56 46 59 53 48 46 57
leaf_count=46 48 46 48 487 2580 58 50 56 46 59 53 48 46 57
internal_value=0 1.23671e-05 0.000486602 0 -7.58917e-06 7.69605e-05 -0.000195381 0.000127346 -2.90157e-05 0.000205305 -3.83381e-05 -2.65288e-05 -0.000343553 9.15524e-05
internal_weight=0 3682 94 3588 3540 708 108 600 2832 105 2727 2628 99 544
internal_count=3728 3682 94 3588 3540 708 108 600 2832 105 2727 2628 99 544
is_linear=0
shrinkage=0.0995203


Tree=8675
num_leaves=14
num_cat=0
split_feature=6 5 7 3 6 8 3 1 5 5 8 8 8
split_gain=0.0173404 0.00205427 0.00126526 0.000772489 0.00112897 0.00127017 0.00146504 0.000748351 0.000951412 0.00081885 0.000733671 0.00159078 0.0012969
threshold=0.23663500000000004 0.6362850000000001 -0.075879999999999989 0.089395000000000016 0.099330000000000016 -0.083294999999999994 0.10871500000000002 -0.50763499999999995 0.25032500000000008 0.0063000000000000009 -0.076554999999999998 -0.073999999999999996 -0.078414999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 10 -6 -7 -4 9 -9 12 -12 -5
right_child=-2 -3 3 4 5 6 -8 8 -10 -11 11 -13 -14
leaf_value=0.00043089200949572636 -0.0018893225907998254 0.0006546648135836732 0.00041798200103371907 -3.4580897729243981e-05 -0.00028813782758888284 0.00037094373712253558 -8.9216570724025529e-05 2.9106070815164166e-05 -0.00035808714038848365 0.00028883963429876454 -0.00067550249959275283 -0.00010075799692048292 0.00050510340977009667
leaf_weight=68 48 49 54 714 61 191 103 1221 57 135 51 929 47
leaf_count=68 48 49 54 714 61 191 103 1221 57 135 51 929 47
internal_value=0 1.44429e-05 5.57775e-06 -2.30964e-06 -4.1297e-05 0.00011957 0.000206947 5.28361e-05 3.83021e-05 5.55682e-05 -7.45688e-05 -0.000131504 -1.73787e-07
internal_weight=0 3680 3631 3563 2096 355 294 1467 1413 1356 1741 980 761
internal_count=3728 3680 3631 3563 2096 355 294 1467 1413 1356 1741 980 761
is_linear=0
shrinkage=0.0995203


Tree=8676
num_leaves=22
num_cat=0
split_feature=21 20 20 20 5 4 9 0 20 20 3 3 17 3 17 8 8 5 9 20 20
split_gain=0.0123608 0.00262522 0.00130561 0.0153422 0.00161535 0.00150054 0.00165604 0.00161888 0.00131351 0.00197248 0.00464019 0.00127367 0.00113272 0.00235367 0.00166765 0.00113954 0.00136158 0.00132478 0.00100484 0.000765372 0.000609332
threshold=-0.096850000000000006 -0.24910499999999999 -0.081564999999999985 -0.08237499999999999 0.26760500000000004 0.10386500000000003 0.095415000000000014 -0.062294999999999996 -0.064180000000000001 -0.076909999999999992 0.10708000000000002 0.11604000000000002 -0.091134999999999994 0.11404500000000002 -0.46515999999999996 -0.086304999999999993 -0.097249999999999989 -0.019465 0.08938500000000002 -0.049534999999999996 -0.017315000000000001
decision_type=2 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 8 6 11 -8 9 18 -11 -6 13 14 -3 16 -14 -17 -4 -10 -21
right_child=1 2 4 -5 5 -7 7 -9 19 10 -12 -13 15 -15 -16 17 -18 -19 -20 20 -22
leaf_value=-0.0012311841356250543 0.00069976913430610296 -3.4840780512140154e-05 0.00013741081588526807 -0.0016983230815888978 -0.00051516903335358031 -0.00072378841915288661 -0.00018182726659494628 0.00051767261292244159 -0.00034547125162247668 0.0010224881562715458 -0.00020332034510461074 6.6856545237402047e-05 0.00017455261136904444 0.00033628349175085823 -0.00078683721008691876 0.00044856732848152169 -0.00055540893358282581 -1.072838053533716e-05 -0.00036914562298078559 0.0002412092722659425 -1.4804915487694931e-05
leaf_weight=87 48 56 152 59 118 50 70 60 67 73 51 51 50 53 67 123 49 119 52 96 2196
leaf_count=87 48 56 152 59 118 50 70 60 67 73 51 51 50 53 67 123 49 119 52 96 2196
internal_value=0 -3.04541e-05 -4.03847e-05 -0.000177875 -1.40299e-05 -0.00021558 -0.000127857 0.000134722 1.18436e-05 0.000198611 0.000511723 -0.000334684 -2.77848e-06 -0.000209353 -0.00045112 0.00010144 -0.000178473 0.000219333 4.27566e-06 -1.37779e-05 -3.72464e-06
internal_weight=0 3660 3612 576 3036 349 299 130 2687 328 124 169 517 176 123 341 99 242 204 2359 2292
internal_count=3747 3660 3612 576 3036 349 299 130 2687 328 124 169 517 176 123 341 99 242 204 2359 2292
is_linear=0
shrinkage=0.0995203


Tree=8677
num_leaves=24
num_cat=0
split_feature=6 5 18 18 2 5 5 5 20 20 6 20 6 20 8 6 2 9 2 5 2 1 20
split_gain=0.0116023 0.0010077 0.00160567 0.00143609 0.00197443 0.00139244 0.0152983 0.00181044 0.00203838 0.00396132 0.000553187 0.0010523 0.000699121 0.000682883 0.000679522 0.000546457 0.000533571 0.000524587 0.000503398 0.000491195 0.000915148 0.00064015 0.000451023
threshold=0.23663500000000004 0.26760500000000004 -0.1394 -0.10872 -0.081804999999999989 -0.14822499999999997 -0.16926499999999997 -0.092864999999999989 -0.076664999999999997 -0.037429999999999998 -0.10032499999999998 -0.0071449999999999994 -0.095324999999999993 0.10252000000000001 -0.07743499999999999 -0.050699999999999995 -0.077714999999999992 0.11222500000000002 -0.071344999999999992 -0.43873000000000001 0.13896000000000006 0.44303500000000012 0.0050750000000000005
decision_type=2 2 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 15 -4 -5 6 17 8 -7 -10 11 -9 -12 -13 -14 16 -3 19 -17 20 -1 -21 -11
right_child=-2 2 3 4 -6 7 -8 10 9 22 12 13 14 -15 -16 18 -18 -19 -20 21 -22 -23 -24
leaf_value=-5.5133048553817226e-05 -0.0015439393218045501 6.5854333745271365e-05 -0.00084948534740323799 -0.0005605017564719951 0.00018925412179069306 -0.00011576491130213985 -0.0018722767983901875 -0.00049990760220502766 0.0012564935786410743 0.00031113024798353384 0.00038112576830603837 0.00024819660799331542 3.9793640437415695e-05 -0.0002367953588980044 -7.8111981788119741e-05 -5.6759474565735372e-05 -0.00033110827207764686 0.00023198920995369418 0.00035863241423442986 -4.508185573372746e-05 0.000341475255915379 -0.00047619758530528268 -5.6324122487251236e-05
leaf_weight=321 51 59 51 76 62 91 47 64 46 90 48 57 1328 58 761 51 70 77 59 110 70 53 47
leaf_count=321 51 59 51 76 62 91 47 64 46 90 48 57 1328 58 761 51 70 77 59 110 70 53 47
internal_value=0 -3.19926e-05 -0.000175738 -0.00039253 -0.000217723 -1.29162e-05 -0.000140036 2.00447e-05 0.000262044 0.000454389 -8.23213e-06 -0.00017643 5.47346e-06 0 -2.76622e-06 -8.74335e-07 -0.000143206 -9.71275e-06 0.0001586 -4.47844e-05 1.37774e-05 -0.000190283 0.000179094
internal_weight=0 3696 428 189 138 3268 678 2590 274 183 2316 179 2137 115 2089 239 129 631 110 554 391 163 137
internal_count=3747 3696 428 189 138 3268 678 2590 274 183 2316 179 2137 115 2089 239 129 631 110 554 391 163 137
is_linear=0
shrinkage=0.0995203


Tree=8678
num_leaves=26
num_cat=0
split_feature=6 0 2 20 4 1 1 6 0 0 4 4 20 0 9 17 9 0 1 0 9 4 9 0 17
split_gain=0.00940646 0.000944098 0.00147526 0.002209 0.00159702 0.00116721 0.00670497 0.00793732 0.00123193 0.0010754 0.00115376 0.00180058 0.000904475 0.00154734 0.00126562 0.00116851 0.00109463 0.000829939 0.00195508 0.00178521 0.00126318 0.000768049 0.000647833 0.000567807 0.000255637
threshold=0.23663500000000004 -0.15137999999999999 0.09556000000000002 -0.048779999999999997 0.10755500000000003 0.054560000000000004 0.066150000000000028 -0.075739999999999988 -0.061654999999999995 -0.051999999999999998 0.10619500000000003 0.11541000000000003 -0.0071449999999999994 -0.117355 0.11351500000000002 0.048755000000000014 0.097365000000000021 -0.071484999999999993 -0.072579999999999992 -0.07298499999999998 0.097680000000000031 0.086380000000000026 0.095415000000000014 -0.079564999999999983 0.0041300000000000009
decision_type=2 2 2 2 2 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 -4 -5 8 7 -7 17 -10 22 -12 15 -14 -15 16 -8 19 -19 23 -20 24 -11 -3 -1
right_child=-2 5 3 4 -6 6 12 -9 9 10 11 -13 13 14 -16 -17 -18 18 20 -21 -22 -23 -24 -25 -26
leaf_value=0.00026626704595558048 -0.0013902860729907316 3.7578909960901916e-05 0.00089129100191550638 -0.00033235947734980401 0.00043135682154753024 -0.0018699253123192973 0.00045477139564214147 -0.00015708385992012472 -0.00061365643015581447 -0.00010608652940131555 -0.00082120390135912867 -3.0747819180376157e-05 -0.00063970030406173726 6.869895824203303e-05 -0.00050596110454211734 -0.000217552341792945 -5.7446233105368889e-05 0.00061212786779382862 -0.00034715045326210684 -0.00057903873880700259 0.00026229136043739868 -0.0003188976436783571 0.00019269193099746986 -0.00010107479338062095 -4.6825689425260058e-05
leaf_weight=50 51 1589 51 48 61 46 110 67 47 226 51 70 50 212 46 68 62 75 63 52 72 72 105 357 46
leaf_count=50 51 1589 51 48 61 46 110 67 47 226 51 70 50 212 46 68 62 75 63 52 72 72 105 357 46
internal_value=0 -2.88527e-05 0.000131694 0.000348846 8.75311e-05 -4.47309e-05 -0.000163423 -0.000861592 -1.54461e-05 -0.000156825 -0.000107512 -0.000370681 -1.79637e-05 -0.000132127 -3.05869e-05 0.000125135 0.000265375 1.61343e-05 0.0002044 -3.24367e-06 -1.60509e-05 -7.02456e-05 -8.83466e-06 1.17218e-05 0.000107716
internal_weight=0 3696 328 160 109 3368 661 113 2707 499 452 121 548 308 258 240 172 2208 210 1998 135 168 331 1946 96
internal_count=3747 3696 328 160 109 3368 661 113 2707 499 452 121 548 308 258 240 172 2208 210 1998 135 168 331 1946 96
is_linear=0
shrinkage=0.0995203


Tree=8679
num_leaves=14
num_cat=0
split_feature=21 6 5 18 5 5 5 8 3 18 3 26 18
split_gain=0.00913644 0.00294019 0.00117007 0.00122017 0.00116726 0.0146191 0.00152104 0.00137902 0.00110674 0.00083717 0.000703006 0.000731557 0.000513727
threshold=-0.096850000000000006 0.18123500000000006 0.55459000000000014 -0.11166 -0.16183 -0.22999499999999998 -0.092864999999999989 -0.0061900000000000002 0.09940000000000003 0.23251500000000005 0.15361500000000003 -0.025024999999999999 0.10435500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 10 7 8 -6 12 11 -2 -8
right_child=1 -3 3 -5 6 -7 9 -9 -10 -11 -12 -13 -14
leaf_value=-0.0010511394179172268 -0.00014902634274975414 0.00063882368793996525 -2.5951067040155626e-05 -0.00071540708027213328 0.00020732948083287644 -0.0018323209797700651 -1.3530458512302732e-05 0.00058470078086829034 -0.00031832062131489735 0.00029856999356681052 -0.0003204778600371062 0.00011457626586580398 -0.00015818175370571413
leaf_weight=87 147 66 57 50 180 47 2221 76 50 79 62 349 276
leaf_count=87 147 66 57 50 180 47 2221 76 50 79 62 349 276
internal_value=0 -1.88292e-05 -3.1134e-05 -0.000355778 -2.09375e-05 -0.000146657 5.1699e-06 0.000215165 8.94984e-05 -1.94574e-05 -3.20681e-06 3.48016e-05 -2.9847e-05
internal_weight=0 3660 3594 107 3487 605 2882 306 230 2576 558 496 2497
internal_count=3747 3660 3594 107 3487 605 2882 306 230 2576 558 496 2497
is_linear=0
shrinkage=0.0995203


Tree=8680
num_leaves=28
num_cat=0
split_feature=6 20 1 1 18 4 18 18 20 2 2 4 17 18 0 1 20 20 21 18 1 17 26 26 20 22 2
split_gain=0.00599938 0.000952799 0.00101724 0.00364588 0.00956974 0.00116258 0.00101322 0.00119715 0.000709551 0.0018346 0.00147607 0.000634991 0.000628195 0.000975645 0.000950932 0.000758993 0.00187986 0.00172294 0.00172619 0.000858845 0.000977713 0.00130409 0.000756689 0.00118847 0.000660753 0.000511267 0.000344405
threshold=0.23663500000000004 -0.057024999999999999 -0.14482999999999999 -0.095674999999999996 -0.09053499999999999 0.10787500000000001 -0.120155 -0.044484999999999997 -0.0058900000000000003 0.091030000000000014 -0.079739999999999991 0.14996500000000004 0.056905000000000011 0.0036600000000000005 -0.085684999999999997 0.007210000000000002 -0.073489999999999986 -0.078534999999999994 0.10787500000000003 -0.037059999999999989 -0.0012649999999999998 -0.087770000000000001 0.090845000000000023 0.084685000000000024 -0.080754999999999993 0.12223500000000002 -0.13535499999999998
decision_type=2 2 2 2 2 2 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 5 4 -4 6 -3 -8 9 10 -5 25 15 14 -14 19 17 18 -17 22 21 -21 23 -1 -15 -10 -9
right_child=-2 2 3 8 -6 -7 7 26 11 -11 -12 -13 13 24 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=6.0340836680892986e-05 0.0011020000141726747 -0.00010045497459099779 -0.0017006861123969529 -0.00025496494911408387 0.00011396033647402987 -0.00024719496110168343 0.00069670552271822606 0.00031876366838313623 -2.1520426552587946e-05 -0.00076191735189540808 0.00024828656018450058 -0.00038360036001543684 -0.00048677413851270688 0.00040586094620634003 4.8179331317193896e-05 0.00055996486790656631 0.00066869356164798066 -0.00027887415216128615 -9.2356483376063807e-05 -0.00021176749567656004 -0.00044859811352374794 0.00027090442357606808 -0.0001537372918211888 0.00052922125558156423 -9.6471689506716186e-05 0.00030736456551709563 2.3378255139080573e-05
leaf_weight=161 48 87 48 167 70 77 56 74 1639 47 87 47 79 49 52 92 72 83 68 126 61 99 64 84 51 48 97
leaf_count=161 48 87 48 167 70 77 56 74 1639 47 87 47 79 49 52 92 72 83 68 126 61 99 64 84 51 48 97
internal_value=0 -1.7785e-05 -5.1845e-05 -7.88716e-05 -0.000617264 9.48802e-05 0.000181372 0.000292991 -4.72505e-05 -0.000188666 -7.93684e-05 -2.22305e-05 5.74384e-05 -8.72904e-05 -0.000268177 9.50769e-05 0.000220372 8.41676e-05 0.000277612 2.73681e-05 -9.52016e-05 0 0.000143464 0.000224441 0.000141485 -1.16774e-05 0.000155993
internal_weight=0 3685 2544 2153 118 391 314 227 2035 301 254 1734 1141 231 131 910 315 243 160 595 286 225 309 245 100 1687 171
internal_count=3733 3685 2544 2153 118 391 314 227 2035 301 254 1734 1141 231 131 910 315 243 160 595 286 225 309 245 100 1687 171
is_linear=0
shrinkage=0.0995203


Tree=8681
num_leaves=24
num_cat=0
split_feature=6 3 17 2 3 6 0 9 1 3 26 1 9 2 26 26 3 26 1 3 2 2 17
split_gain=0.00486473 0.00117532 0.0044068 0.00113088 0.00101272 0.00159829 0.00201559 0.00231874 0.00150744 0.00107096 0.000884231 0.000667538 0.000794097 0.00101166 0.0008624 0.000505179 0.00106005 0.000613064 0.000409014 0.000870704 0.000641164 0.00116677 0.000926175
threshold=0.23663500000000004 0.086895000000000014 -0.16207999999999997 0.091030000000000014 0.08844500000000001 0.092120000000000021 -0.084534999999999985 0.087695000000000009 -0.010395 0.088685000000000028 0.084645000000000012 -0.082849999999999993 0.096535000000000024 -0.050194999999999997 0.11991000000000003 0.090275000000000022 0.093835000000000016 0.085355000000000028 -0.093734999999999999 0.081685000000000021 -0.08342999999999999 -0.084869999999999987 0.016900000000000005
decision_type=2 2 2 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 5 6 8 -8 -3 -6 -10 15 14 -14 -13 17 -17 -11 19 -4 21 -20 -22
right_child=-2 4 3 -5 9 -7 7 -9 10 11 -12 12 13 -15 -16 16 -18 -19 20 -21 22 -23 -24
leaf_value=-0.00078674125477493312 0.00099232887625799412 -0.00023797437491279963 -0.00011460342550014556 -0.00042349595030210401 -0.00048113625705496825 -0.00035344219017466289 0.0010728981872241185 0.00011197658746805565 0.00061005348188099935 9.5236468740413842e-05 1.2413084684029755e-05 -4.226090046613655e-05 2.6250487992035389e-05 0.00044318678181697702 -0.0004003975066113427 0.00053775312659801438 4.0853577996123411e-06 -0.00029655890548752111 -3.2611471296435855e-05 0.00045480259842232149 -2.1108641456755109e-05 -0.0004689164568861583 0.00038291690515693364
leaf_weight=87 48 85 49 71 46 47 54 50 53 264 51 1318 416 68 71 72 82 46 297 54 255 78 71
leaf_count=87 48 85 49 71 46 47 54 50 53 264 51 1318 416 68 71 72 82 46 297 54 255 78 71
internal_value=0 -1.60151e-05 -0.00011069 -4.25353e-05 1.71316e-05 0.000177883 0.000265907 0.000618788 6.73973e-05 -5.46045e-06 0.000324851 3.55216e-06 -2.25588e-05 8.65197e-05 -6.11568e-05 0.000110717 0.000258908 3.44583e-05 -7.87505e-06 0.000175972 -3.60561e-05 -0.000125546 6.43736e-05
internal_weight=0 3685 962 875 2723 340 293 104 189 2383 104 2337 1873 484 1389 464 154 310 804 103 701 375 326
internal_count=3733 3685 962 875 2723 340 293 104 189 2383 104 2337 1873 484 1389 464 154 310 804 103 701 375 326
is_linear=0
shrinkage=0.0995203


Tree=8682
num_leaves=22
num_cat=0
split_feature=20 18 20 9 17 17 20 20 9 18 2 4 2 18 18 0 17 8 2 17 9
split_gain=0.00366893 0.000746762 0.000691712 0.000590966 0.00168021 0.00815861 0.00149083 0.00242603 0.00119377 0.00103141 0.00152301 0.00212758 0.000947147 0.000875722 0.000828345 0.000585597 0.000823802 0.00105275 0.00075364 0.000630596 0.000528393
threshold=-0.17097999999999999 0.14607000000000003 -0.40431 0.09143500000000003 -0.16207999999999997 -0.22965499999999997 -0.0071449999999999994 -0.081254999999999994 0.091885000000000022 -0.080814999999999984 -0.049174999999999996 0.10801000000000002 -0.071344999999999992 -0.13579499999999997 -0.10726999999999999 -0.229625 0.40057000000000009 -0.082184999999999994 0.097745000000000012 0.24923500000000007 0.092465000000000033
decision_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 5 6 7 -2 -5 12 11 -11 13 -10 -8 18 19 -18 -6 -17 -3
right_child=1 20 -4 8 15 -7 14 -9 9 10 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22
leaf_value=0.00080616221448003998 0.00011945148360362156 0.00035536093232337197 0.00030826828796874341 0.00050998968232608027 -0.00051985532772455523 -0.0014539564919765801 -0.00010650588632455842 -0.00073799648640510975 -7.0515201368037464e-05 -4.6733357178060377e-05 0.00038339488845180617 -0.00066721649762574615 0.00058113108997372891 0.00030596217584220772 0.00037192958070923993 -7.1829196795617338e-06 -2.1459635097101641e-05 -0.00063837427851092378 -2.9063932354810693e-05 0.00027507171766103335 0
leaf_weight=53 64 86 75 49 53 49 60 64 145 579 69 61 46 103 82 1728 75 46 84 82 80
leaf_count=53 64 86 75 49 53 49 60 64 145 579 69 61 46 103 82 1728 75 46 84 82 80
internal_value=0 -2.1336e-05 0.000520823 -3.14909e-05 -5.89954e-05 -0.000271859 -5.42978e-05 -0.000302877 3.01392e-05 5.88061e-06 -5.82575e-05 -0.000107152 0.000163338 8.25435e-05 0.000164009 -2.57643e-05 -1.12116e-05 -0.000262755 -0.000224908 5.15203e-06 0.00018411
internal_weight=0 3605 128 3439 2387 319 270 128 1052 1003 709 640 294 248 142 2068 1931 121 137 1810 166
internal_count=3733 3605 128 3439 2387 319 270 128 1052 1003 709 640 294 248 142 2068 1931 121 137 1810 166
is_linear=0
shrinkage=0.0995203


Tree=8683
num_leaves=27
num_cat=0
split_feature=6 20 20 0 5 5 4 2 9 5 5 26 9 0 26 17 9 17 20 17 0 5 9 20 4 9
split_gain=0.00341022 0.000718636 0.000975037 0.000721415 0.00254285 0.00737296 0.00171743 0.00146962 0.00266407 0.00144002 0.00137952 0.00127014 0.00117191 0.00116174 0.000609769 0.000581227 0.000690367 0.000995567 0.000548211 0.00147036 0.000509545 0.000777501 0.000719718 0.000556863 0.00118534 0.000224838
threshold=0.23663500000000004 -0.057024999999999999 -0.049389999999999996 -0.071799999999999989 0.054660000000000007 0.065520000000000023 0.10386500000000003 -0.049174999999999996 -0.073629999999999987 0.0053250000000000016 -0.080119999999999983 0.11538500000000003 0.11351500000000002 0.12084000000000002 0.084355000000000027 0.056905000000000011 0.083955000000000016 0.2590050000000001 -0.073489999999999986 -0.065004999999999993 -0.068604999999999985 0.41370500000000004 0.09143500000000003 -0.079154999999999989 0.086380000000000026 0.091310000000000016
decision_type=2 2 2 2 2 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 -3 4 9 -6 10 13 -9 12 -5 -12 -4 -8 -7 18 -17 -18 20 -20 23 22 -22 24 -1 -19
right_child=-2 2 3 6 5 14 7 8 -10 -11 11 -13 -14 -15 -16 16 17 25 19 -21 21 -23 -24 -25 -26 -27
leaf_value=0.00021645221197617718 0.00083089176222835091 -0.00048853487261030215 -2.1556531938763689e-05 0.00069152881588106189 -0.0012280847009771905 -0.00026639814227009457 -0.00080954872565207412 -0.00026125589010552445 0.00066503960797764064 0.00040735525484258918 0.00021621152515789472 -0.00019595881126533265 -0.00049940426918690286 -9.5006954212804263e-05 9.1625751150375018e-05 0.00022498149240190372 -0.00057146090596614182 8.7586892460100218e-05 -5.7246981672974857e-05 0.00061732870054177888 -0.00014566654573177184 -0.00038657305865369982 0.00034851862909314636 -0.00012204476162873514 -0.00015845242445377799 -0.00016961796908367306
leaf_weight=415 48 48 1434 46 70 74 48 92 46 75 286 98 53 48 126 52 48 66 60 64 70 59 49 91 102 65
leaf_count=415 48 48 1434 46 70 74 48 92 46 75 286 98 53 48 126 52 48 66 60 64 70 59 49 91 102 65
internal_value=0 -1.335e-05 -4.29593e-05 -3.40626e-05 -6.64749e-05 -0.000348647 5.41314e-05 -0.00016103 4.15773e-05 -1.7176e-05 0.000173123 0.00010889 -3.91386e-05 -0.000460805 -3.675e-05 5.19502e-05 -8.72593e-05 -0.00018254 8.81876e-05 0.000284319 5.62042e-05 -8.94779e-05 5.09423e-05 0.000100201 0.000140903 -3.37848e-05
internal_weight=0 3685 2544 2496 1832 270 664 234 138 1562 430 384 1487 96 200 1141 231 179 910 124 786 178 119 608 517 131
internal_count=3733 3685 2544 2496 1832 270 664 234 138 1562 430 384 1487 96 200 1141 231 179 910 124 786 178 119 608 517 131
is_linear=0
shrinkage=0.0995203


Tree=8684
num_leaves=12
num_cat=0
split_feature=18 18 20 22 3 9 17 17 17 26 18
split_gain=0.00935156 0.0105733 0.00339239 0.000740212 0.000525208 0.00120347 0.00312426 0.00074447 0.00068179 0.000810622 0.00070566
threshold=0.31690500000000005 0.23251500000000005 -0.41270499999999993 0.13292500000000004 0.090435000000000029 0.091690000000000021 -0.011809999999999999 -0.0082649999999999998 -0.55157999999999996 0.096980000000000025 -0.098315
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4 10 -10 -6
right_child=-2 -3 3 -5 8 6 -8 -9 9 -11 -12
leaf_value=0.00085170908697248962 -0.0013865102970096182 0.0014367358073319536 -3.6943538911292946e-05 0.00040588214894347505 0 0.00092379158649535205 -7.3734801649281485e-05 0.00010577930913268464 2.4256560342903123e-05 -0.00012351310651003984 -0.0005195318385247164
leaf_weight=48 46 53 891 46 47 53 72 605 1308 509 56
leaf_count=48 46 53 891 46 47 53 72 605 1308 509 56
internal_value=0 4.09921e-05 2.04163e-05 9.06398e-06 3.67785e-06 4.55973e-05 0.000342668 2.02281e-05 -3.12872e-05 -1.66879e-05 -0.000280881
internal_weight=0 3688 3635 3587 3541 1621 125 1496 1920 1817 103
internal_count=3734 3688 3635 3587 3541 1621 125 1496 1920 1817 103
is_linear=0
shrinkage=0.0995203


Tree=8685
num_leaves=10
num_cat=0
split_feature=17 18 6 5 5 9 2 18 26
split_gain=0.00860952 0.0108924 0.00162584 0.000708223 0.000704093 0.0012174 0.00057302 0.000763353 0.000519236
threshold=-0.56655999999999984 0.26473000000000008 0.23153500000000005 0.63455500000000009 0.5124350000000002 0.095415000000000014 -0.080484999999999987 0.15374500000000005 0.091195000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 8 -8 -2
right_child=1 -3 -4 -5 5 -7 7 -9 -10
leaf_value=-0.0010564013640127427 2.3562506413366999e-05 0.0013612290855795697 0.00053372287817139436 -0.00034287658879614713 -0.00013444645693451931 0.00050603565127959986 -2.0495941623422765e-05 -0.00043285351451908676 0.0001716290988762866
leaf_weight=72 1358 61 60 55 46 74 1673 46 289
leaf_count=72 1358 61 60 55 46 74 1673 46 289
internal_value=0 4.22884e-05 1.97185e-05 1.07778e-05 1.65924e-05 0.000253696 7.89634e-06 -3.20068e-05 5.00409e-05
internal_weight=0 3662 3601 3541 3486 120 3366 1719 1647
internal_count=3734 3662 3601 3541 3486 120 3366 1719 1647
is_linear=0
shrinkage=0.0995203


Tree=8686
num_leaves=9
num_cat=0
split_feature=18 18 20 22 5 2 2 2
split_gain=0.00858202 0.00771617 0.0025022 0.000597154 0.000535607 0.000556113 0.00154712 0.00146875
threshold=0.31690500000000005 0.23251500000000005 -0.41270499999999993 0.13292500000000004 0.63455500000000009 -0.072624999999999981 -0.070724999999999996 -0.073884999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=0.00073222286793757049 -0.0013316893440294604 0.0012282349031328278 2.6165125081768474e-05 0.0003649043061516491 -0.00029081880490634034 -0.00058153365496756897 -2.0484739735398359e-05 0.00057286259441889046
leaf_weight=48 46 53 2188 46 60 51 1192 50
leaf_count=48 46 53 2188 46 60 51 1192 50
internal_value=0 3.585e-05 1.82392e-05 8.45672e-06 3.59503e-06 8.90485e-06 -4.41631e-05 3.87449e-05
internal_weight=0 3688 3635 3587 3541 3481 1243 2238
internal_count=3734 3688 3635 3587 3541 3481 1243 2238
is_linear=0
shrinkage=0.0995203


Tree=8687
num_leaves=19
num_cat=0
split_feature=1 21 1 1 26 26 9 2 6 9 26 21 23 26 5 1 0 8
split_gain=0.00776749 0.00118873 0.0012601 0.00632714 0.0126248 0.000642732 0.00120013 0.0020359 0.00194125 0.00147109 0.00119025 0.00101476 0.000693158 0.00071338 0.000563647 0.00142308 0.00107749 0.000799878
threshold=-0.55579999999999996 -0.10223999999999998 -0.082489999999999994 -0.085014999999999993 0.09167500000000002 0.098495000000000013 0.097365000000000021 -0.072895000000000001 0.095760000000000026 0.093235000000000026 0.096685000000000021 0.098250000000000018 0.086650000000000019 0.095525000000000013 -0.016339999999999997 -0.086814999999999989 -0.082494999999999999 -0.082584999999999992
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 10 8 -8 9 -7 12 -9 13 -4 16 17 -3 -16
right_child=1 2 5 4 -6 6 7 11 -10 -11 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.0012147245611505309 0.00042940461070856221 0.00045531894651818855 1.9544235432002532e-05 -3.0433488871906771e-05 0.0020927639121502955 -0.00029851816037308428 0.00056470325175274436 -0.00029741019507211017 -0.00083036301825664585 0.0003362279097253502 0.0004879325251654181 0.00016290020202335118 -0.00038070682814757279 -0.00036059379030289288 -0.00012445350453328305 -0.00046142385503411472 -0.00010281280133651241 0.00011036128714884411
leaf_weight=50 74 79 2000 68 46 131 56 120 50 49 51 76 46 50 206 62 57 463
leaf_count=50 74 79 2000 68 46 131 56 120 50 49 51 76 46 50 206 62 57 463
internal_value=0 3.38526e-05 2.55176e-05 0.000121837 0.000819115 -1.01122e-05 -0.00011414 3.29944e-05 -0.000278908 -0.000121178 1.28608e-05 -0.000114746 9.10773e-07 9.87324e-06 2.9209e-05 -4.30704e-06 0.000215377 3.68329e-05
internal_weight=0 3684 3610 981 114 2629 482 252 230 180 2147 196 2096 2050 867 731 136 669
internal_count=3734 3684 3610 981 114 2629 482 252 230 180 2147 196 2096 2050 867 731 136 669
is_linear=0
shrinkage=0.0995203


Tree=8688
num_leaves=23
num_cat=0
split_feature=20 20 20 36 5 5 4 8 4 24 21 6 0 21 1 9 9 18 5 9 5 6
split_gain=0.00349834 0.0306287 0.00210671 0.000828385 0.000903926 0.00139649 0.0018836 0.00163921 0.00162409 0.00117055 0.000813203 0.00111247 0.00356475 0.00134705 0.000694476 0.00104459 0.00138328 0.00076967 0.00142864 0.000675433 0.000632635 0.000495388
threshold=-0.080384999999999998 -0.081114999999999993 -0.24910499999999999 0.088355000000000031 -0.46244499999999994 -0.49053999999999998 0.10495500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.084270000000000025 -0.091869999999999993 -0.049005 -0.085684999999999997 -0.021529999999999997 -0.090729999999999991 0.095950000000000021 0.092225000000000015 -0.065634999999999985 -0.019465 0.097365000000000021 -0.10894 -0.093155000000000002
decision_type=2 2 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 14 -4 20 -13 -14 15 16 -6 18 -16 -19 -12 -22
right_child=3 -3 10 -5 9 -7 7 -9 -10 -11 11 12 13 -15 17 -17 -18 19 -20 -21 21 -23
leaf_value=0.00057918178633160216 -2.6001272659364347e-06 0.00258784613583498 0.00039409025860193424 0.00031904602862057739 8.5601095516740468e-05 -0.00061321519896291891 -0.00010722672027482426 0.00064683144668958327 -0.00080757198137524212 0.00049453300726245899 0.00031994673394195348 -0.00083392292492125814 -0.00038068985154726101 0.00021080866474365153 -0.00054701019527458297 -0.00021845679259631942 0.00062371402177990225 -2.7956205417767934e-05 -7.0455198945425159e-05 0.00015296625595835042 -0.00026120822263250615 7.6249243306013975e-05
leaf_weight=71 57 51 50 75 443 60 65 49 47 47 87 63 54 128 73 91 54 1179 475 247 53 226
leaf_count=71 57 51 50 75 443 60 65 49 47 47 87 63 54 128 73 91 54 1179 475 247 53 226
internal_value=0 0.000229319 6.38768e-05 -6.97924e-06 -1.57325e-05 -0.000186364 -6.51272e-05 0.000209705 -0.000374257 2.13532e-06 7.28784e-06 -2.30256e-05 -0.000188208 3.08111e-05 -6.57822e-06 8.79631e-05 0.000145715 -3.51542e-05 -0.000135432 2.80763e-06 8.53106e-05 9.21024e-06
internal_weight=0 783 732 2962 2887 278 218 114 104 2609 661 611 245 182 2562 588 497 1974 548 1426 366 279
internal_count=3745 783 732 2962 2887 278 218 114 104 2609 661 611 245 182 2562 588 497 1974 548 1426 366 279
is_linear=0
shrinkage=0.0995203


Tree=8689
num_leaves=31
num_cat=0
split_feature=20 20 20 21 2 18 3 3 3 2 3 5 17 2 2 2 26 9 5 9 9 20 20 18 21 8 8 9 3 17
split_gain=0.00313207 0.0317377 0.00180608 0.000724263 0.00144679 0.000781062 0.00118678 0.000712286 0.000709522 0.00144769 0.00154017 0.00338141 0.00214668 0.000872642 0.00175902 0.0012135 0.00121541 0.00185247 0.00102957 0.000812392 0.000786683 0.000449252 0.00133195 0.00059918 0.000583343 0.000576903 0.00129995 0.000962797 0.000444512 0.000378959
threshold=-0.080869999999999984 -0.081424999999999984 -0.24910499999999999 -0.091869999999999993 0.096520000000000022 0.086065000000000016 0.091225000000000014 0.089005000000000015 0.091975000000000015 -0.083204999999999987 0.090360000000000024 -0.035924999999999999 -0.0065549999999999992 -0.072624999999999981 -0.069815000000000002 -0.073884999999999992 0.096155000000000018 0.096305000000000016 -0.53313499999999991 0.11296000000000002 0.098720000000000016 -0.0094199999999999996 -0.044334999999999999 -0.14624999999999996 0.086835000000000009 -0.085089999999999985 -0.086404999999999996 0.084565000000000015 0.090205000000000021 0.048755000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 -7 21 9 28 11 -11 -12 15 -15 16 20 -18 -16 -20 -10 22 -2 -23 25 26 -25 -27 -9 -5
right_child=7 -3 3 4 -6 6 -8 8 13 10 12 -13 -14 14 18 -17 17 -19 19 -21 -22 23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.00052154170510178885 -3.6960461789261437e-05 0.0026425682732014689 0.00035487031703854751 -7.3495077204486045e-06 -0.00052543279736367557 0.00059974524284584808 -5.4725118318977691e-05 -5.7169623413053359e-05 0.00017001195770349029 0.00050980990424645642 -0.00016513068800156307 -0.00064398909583039102 -0.0010048652458574021 -0.00056004041611154478 -0.00045119058118931686 0.0005551984179549877 -0.00053134146942606167 0.00011450542594532666 4.7927302805829981e-05 -0.00021146314356359025 -0.00019226603545645965 -0.00031999936083664448 0.00055083743983654629 5.7029336836985678e-05 -0.00026859699206560655 0.00031653391434901873 -0.00041621969347632748 2.2737619234807541e-05 0.00035970430455143683 -0.00027506623324868921
leaf_weight=71 85 50 50 354 55 51 55 49 391 54 70 47 57 71 56 47 84 89 557 152 68 46 66 367 54 189 68 282 47 63
leaf_count=71 85 50 50 354 55 51 55 49 391 54 70 47 57 71 56 47 84 89 557 152 68 46 66 367 54 189 68 282 47 63
internal_value=0 0.000220067 4.56126e-05 -6.89121e-06 -3.96018e-05 9.92421e-06 0.000252439 -7.23526e-06 -4.59652e-05 -0.000179902 -0.000317513 -1.90013e-05 -0.000548466 -1.6781e-05 -8.52812e-05 6.63523e-05 2.87029e-05 -0.000194353 -4.01485e-05 -6.52789e-06 0.000114558 5.36167e-05 0.000214537 2.8649e-05 4.62078e-05 6.58746e-05 -1.5068e-05 0.000142368 0.000138398 -4.97591e-05
internal_weight=0 749 699 628 578 523 106 2996 1839 324 228 101 127 1515 836 679 632 173 765 709 459 1157 151 1006 960 906 435 471 96 417
internal_count=3745 749 699 628 578 523 106 2996 1839 324 228 101 127 1515 836 679 632 173 765 709 459 1157 151 1006 960 906 435 471 96 417
is_linear=0
shrinkage=0.0995203


Tree=8690
num_leaves=36
num_cat=0
split_feature=20 20 20 21 3 18 3 0 9 9 3 4 5 3 0 4 0 9 3 17 4 0 0 0 26 17 4 8 9 5 17 17 0 4 3
split_gain=0.00253889 0.0257369 0.00146594 0.000588354 0.000665095 0.000853005 0.000872604 0.0008446 0.000836667 0.000704441 0.000577922 0.000624849 0.00236014 0.0010845 0.0014019 0.00134385 0.00136022 0.00130094 0.000544775 0.000770488 0.00124474 0.000535496 0.00212599 0.00110001 0.00269175 0.00355065 0.000780696 0.000696287 0.00114336 0.00103626 0.000661871 0.00206953 0.000618661 0.00114824 0.000581499
threshold=-0.080869999999999984 -0.081424999999999984 -0.24910499999999999 -0.091869999999999993 0.090765000000000026 -0.085834999999999995 0.087625000000000022 -0.142265 0.083955000000000016 0.08951000000000002 0.089005000000000015 0.10495500000000003 -0.5087799999999999 0.11089500000000001 -0.057604999999999996 0.11374000000000002 -0.15137999999999999 -0.040564999999999997 0.089535000000000017 -0.56005499999999986 0.095805000000000015 -0.087184999999999999 -0.087965000000000002 -0.084665000000000004 0.08598500000000002 -0.0050499999999999998 0.08544000000000003 -0.087770000000000001 0.084485000000000018 -0.076589999999999991 -0.01857 -0.072659999999999988 -0.082494999999999999 0.11541000000000003 0.08511500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -5 -6 -7 -9 21 12 -12 -13 15 -15 -17 -16 -14 -20 -21 22 26 24 -23 -26 27 28 -2 -29 31 34 -32 -34 -25
right_child=10 -3 3 4 7 8 -8 9 -10 -11 11 13 18 14 17 16 -18 -19 19 20 -22 23 -24 30 25 -27 -28 29 -30 -31 32 -33 33 -35 -36
leaf_value=0.00046963775967395424 0.00035136845024761541 0.0023795795210567747 0.00031955356878938141 -0.00043136951718729757 -0.00052728330387532987 0.00046339448349889554 0.00014681674559164379 0.00010232259448151409 2.3305635045403251e-05 -0.00023534906013452305 -0.00073203913158657744 0.00048602022654481317 -0.00033225883359773911 0.00059912078450423444 4.3696306722396596e-05 -0.00038407251938479413 0.00018332447652523234 -0.00064344554029025999 0.00036083833787900282 -2.6729739107224982e-05 -0.00052099862350884173 0.00038194137587060787 0.00072068053201925625 0.00024196694579793911 -0.00091370432204073814 6.1460596193359273e-05 0.00034931754612806647 -0.00053628575711013972 -0.00020672121870311466 1.0602683287869103e-07 0.00017390582605473682 0.00068387367630323682 -0.00035488844801544086 0.00021282197748084429 -9.2980497289986677e-05
leaf_weight=71 95 50 50 55 48 72 46 120 116 121 52 53 64 49 51 59 143 54 47 1214 53 55 54 81 74 71 71 50 57 114 79 62 106 51 137
leaf_count=71 95 50 50 55 48 72 46 120 116 121 52 53 64 49 51 59 143 54 47 1214 53 55 54 81 74 71 71 50 57 114 79 62 106 51 137
internal_value=0 0.000198057 4.08401e-05 -6.33514e-06 -3.59425e-05 6.89091e-05 -0.000159932 -0.000143627 0.000196205 -6.3817e-05 -6.5696e-06 -4.14793e-05 -7.27772e-05 6.59467e-05 1.1081e-06 0.000131124 1.3547e-05 -0.000301895 -4.73053e-05 -3.28032e-05 -4.80517e-05 4.82103e-05 0.000134539 -3.81795e-06 -0.000203032 -0.000430564 5.06363e-05 -1.3882e-05 0.000136699 -0.000158437 7.18103e-05 0.000175933 -4.82561e-05 -0.000165259 2.77173e-05
internal_weight=0 749 699 628 578 289 101 289 188 241 2996 1839 1430 409 356 251 202 105 1378 1314 1267 1157 441 716 200 145 387 316 152 164 516 280 236 157 218
internal_count=3745 749 699 628 578 289 101 289 188 241 2996 1839 1430 409 356 251 202 105 1378 1314 1267 1157 441 716 200 145 387 316 152 164 516 280 236 157 218
is_linear=0
shrinkage=0.0995203


Tree=8691
num_leaves=27
num_cat=0
split_feature=5 17 2 0 1 3 4 4 2 1 8 9 6 9 9 9 9 9 5 6 9 2 3 8 8 2
split_gain=0.00178307 0.0206627 0.000970853 0.00160687 0.000705323 0.000544651 0.00151443 0.00106455 0.00106507 0.00104981 0.000841104 0.00103365 0.00072896 0.000449683 0.00146504 0.00107416 0.000634118 0.00112353 0.000783421 0.000464409 0.000449617 0.00247042 0.00267003 0.000961378 0.00062653 0.000105019
threshold=-0.095609999999999987 -0.010655 0.13398000000000002 -0.142265 -0.090729999999999991 0.11868500000000003 0.10515500000000001 0.086380000000000026 -0.012154999999999999 -0.0057250000000000001 -0.07106999999999998 0.10153500000000003 0.12386500000000002 0.09550500000000002 0.091690000000000021 0.10263500000000002 0.086375000000000021 0.083760000000000015 0.26760500000000004 0.090195000000000011 0.11408000000000003 0.040040000000000013 0.10749000000000002 0.10649000000000002 -0.010374999999999999 -0.087944999999999995
decision_type=2 2 2 2 2 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 20 -4 13 6 7 8 12 -9 -7 -12 -6 14 16 -15 17 18 -2 -18 21 23 -23 24 -3 -19
right_child=4 2 3 -5 5 10 -8 9 -10 -11 11 -13 -14 15 -16 -17 19 25 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=0.0017010740305080376 0.00012659409536052303 -6.3139285429613631e-06 -0.00069273984645996196 9.5639832899668814e-06 -4.5450717890992597e-05 -0.00043909908456147645 0.000443049565194461 -3.4264386792144147e-05 0.00032642253292880068 -0.00070163599625277628 0.00026916789907717518 -0.00028818743499555626 0.00033494305712754286 -0.00039084722203989292 0.00064872565106206782 0.00024793598840616206 -0.00037547028507207568 0.00056071930724938663 -0.000249078294678099 3.8273782708069816e-05 -0.00017901449473312189 0 0.001049907818892079 -0.00043836282256432381 0.00032275826668807535 0.00028564710753021996
leaf_weight=78 217 403 49 88 1694 81 68 53 85 46 61 71 51 58 48 46 48 46 73 54 71 48 50 46 66 46
leaf_count=78 217 403 49 88 1694 81 68 53 85 46 61 71 51 58 48 46 48 46 73 54 71 48 50 46 66 46
internal_value=0 0.000153117 5.05445e-06 -0.00023565 -7.42887e-06 -3.42708e-05 -1.76819e-05 -3.43477e-05 -1.66821e-05 -0.000352625 -0.000185958 -2.442e-05 -3.38641e-05 8.45555e-05 0.000122258 -0.000100437 6.83552e-05 0.000128376 2.92054e-05 -0.000148404 5.44625e-05 8.28402e-05 0.000540886 -2.73236e-06 3.82493e-05 0.000432082
internal_weight=0 899 821 137 2846 2210 1997 1929 1830 99 213 132 1745 636 532 104 484 382 290 102 684 613 98 515 469 92
internal_count=3745 899 821 137 2846 2210 1997 1929 1830 99 213 132 1745 636 532 104 484 382 290 102 684 613 98 515 469 92
is_linear=0
shrinkage=0.0995203


Tree=8692
num_leaves=13
num_cat=0
split_feature=4 6 9 1 26 1 7 26 17 8 26 1
split_gain=0.00444847 0.00248656 0.00128964 0.00133928 0.000756472 0.00119316 0.000722692 0.000662999 0.00416624 0.00153493 0.00089589 0.000606935
threshold=0.15730000000000002 0.23153500000000005 0.11408000000000003 0.15756500000000004 0.15222000000000005 -0.061135000000000002 0.097640000000000018 0.11699500000000003 0.055875000000000015 -0.049499999999999995 0.11081000000000002 -0.50597999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 7 10 9 -9 11 -1
right_child=-2 -3 3 -5 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=0.00020150892709625354 -0.00096591021267321731 0.00068516095641549398 0.00028056764600215581 0.00069452943426585412 0.00039832486993232315 -0.00036718999939044906 -0.00040444351134643263 0.00032262282482180618 -0.00092896252950686834 -0.00029312237752734222 0.00033180497668004158 -1.7197670644637644e-05
leaf_weight=131 47 53 54 49 55 58 47 98 55 67 79 2938
leaf_count=131 47 53 54 49 55 58 47 98 55 67 79 2938
internal_value=0 8.38361e-06 -1.26955e-06 0.000234315 9.43803e-05 -4.75691e-05 -1.64101e-05 -1.07521e-05 -0.000177796 6.76316e-05 6.61859e-07 -7.59546e-06
internal_weight=0 3684 3631 216 167 112 3415 3368 220 165 3148 3069
internal_count=3731 3684 3631 216 167 112 3415 3368 220 165 3148 3069
is_linear=0
shrinkage=0.0995203


Tree=8693
num_leaves=16
num_cat=0
split_feature=4 20 4 4 5 5 3 3 2 3 20 24 3 1 2
split_gain=0.00360733 0.00210118 0.000847418 0.0012158 0.000659139 0.00108284 0.00105435 0.00119476 0.00134206 0.000598605 0.000588275 0.000486917 0.000592353 0.000202149 9.29457e-05
threshold=0.15730000000000002 -0.40431 0.13630500000000004 0.13954000000000003 0.0043900000000000015 0.00093000000000000016 0.08888500000000002 0.084895000000000012 -0.082484999999999989 0.091065000000000021 0.0057800000000000013 0.084270000000000025 0.08511500000000001 0.50230500000000011 -0.047824999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 11 7 14 -9 -8 -11 12 -3 -5 -6
right_child=-2 2 3 13 6 -7 9 8 -10 10 -12 -13 -14 -15 -16
leaf_value=0.00064195406333671426 -0.00086978262454948249 -0.00013601801910298909 0.00065851549339970036 0.00018055198496952509 6.3558123505107038e-05 -0.00049917153313452456 -0.00024662696197905057 0.00015785231332086157 0.00080114072406488248 0 0.00030830258564647407 0.00028888012757734863 -1.0672177804604985e-05 -0.00010469147859891623 -0.00012382167128804829
leaf_weight=51 47 473 46 47 55 50 87 83 57 663 68 46 1862 49 47
leaf_count=51 47 473 46 47 55 50 87 83 57 663 68 46 1862 49 47
internal_value=0 7.57139e-06 -1.10875e-06 0.000236956 -1.10268e-05 -3.97766e-05 5.41356e-05 0.000236618 0.00042561 0 2.95195e-05 -2.97856e-05 -3.6414e-05 2.64316e-05 -1.47578e-05
internal_weight=0 3684 3633 142 3491 2431 1060 242 140 818 731 2381 2335 96 102
internal_count=3731 3684 3633 142 3491 2431 1060 242 140 818 731 2381 2335 96 102
is_linear=0
shrinkage=0.0995203


Tree=8694
num_leaves=17
num_cat=0
split_feature=7 6 9 3 3 26 9 0 0 26 3 6 17 0 26 6
split_gain=0.00329054 0.00126395 0.000767367 0.000735305 0.000611404 0.000474454 0.00108563 0.000490501 0.00108627 0.0026271 0.000794405 0.00101504 0.000630972 0.00044457 0.0004114 0.000245057
threshold=0.10671500000000002 0.23153500000000005 0.11408000000000003 0.10214500000000003 0.12870500000000004 0.11991000000000003 0.095415000000000014 -0.084369999999999987 -0.085794999999999996 0.087865000000000013 0.090435000000000029 0.089810000000000015 -0.55157999999999996 -0.23058999999999999 0.11724000000000002 -0.074569999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 14 7 15 8 13 -10 11 -9 -12 -1 -5 -7
right_child=-2 -3 3 4 -6 6 -8 10 9 -11 12 -13 -14 -15 -16 -17
leaf_value=0.00017064851317982413 -0.00079694618836999537 0.00048586255345826353 0.0004871450491383153 0.00011002741700498947 0.00031192433007959402 -9.9387319182032193e-05 -0.00043884786318070147 0.00019503580989879449 -0.0005153882613762507 0.00029808517558259432 -0.00024902645826389955 -7.4040322761565768e-05 5.9106984595533493e-06 -2.9520853713488607e-05 -0.00028679100227999509 0.00021434197276860341
leaf_weight=120 51 54 58 50 63 47 81 487 130 55 107 189 900 1241 50 48
leaf_count=120 51 54 58 50 63 47 81 487 130 55 107 189 900 1241 50 48
internal_value=0 7.90557e-06 5.61852e-07 0.00018048 6.63378e-05 -1.08752e-05 -0.000170054 -1.94553e-06 -4.26551e-05 -0.00026912 3.49637e-05 0.000118595 -2.0365e-05 -1.12703e-05 -8.01956e-05 5.05114e-05
internal_weight=0 3680 3626 221 163 3405 176 3229 1546 185 1683 676 1007 1361 100 95
internal_count=3731 3680 3626 221 163 3405 176 3229 1546 185 1683 676 1007 1361 100 95
is_linear=0
shrinkage=0.0995203


Tree=8695
num_leaves=17
num_cat=0
split_feature=4 20 9 8 5 9 8 20 5 5 0 8 8 5 8 3
split_gain=0.00295795 0.00160308 0.00093495 0.00123253 0.000660959 0.00108915 0.00175401 0.00126517 0.00085902 0.000673257 0.00274964 0.00138058 0.00058262 0.000534518 0.00083387 0.000546369
threshold=0.15730000000000002 -0.40431 0.11408000000000003 0.085560000000000011 -0.012464999999999999 0.10341500000000002 -0.012329999999999999 0.15091500000000005 -0.020074999999999999 -0.0087549999999999989 -0.086414999999999992 -0.084129999999999996 -0.052214999999999998 -0.0038499999999999997 -0.083504999999999982 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 12 5 7 -7 8 -3 10 -6 -12 -4 14 -11 -15
right_child=-2 2 3 -5 9 6 -8 -9 -10 13 11 -13 -14 15 -16 -17
leaf_value=0.00056133926280006437 -0.00078722920007517905 -2.5342451145531617e-05 0.00022197871679375373 0.00057888423748485762 -0.00022633911144445608 0 -0.00081794430008008874 0.00041259908384022918 -0.00025117813170983668 7.7207015856474236e-05 0.00095994795959074579 0.00019468447980042536 -0.00014990827404862893 0.00014683141668762534 -0.00031878722797865246 -4.28301536099147e-06
leaf_weight=51 47 1486 91 61 76 57 47 60 190 93 47 53 75 322 114 861
leaf_count=51 47 1486 91 61 76 57 47 60 190 93 47 53 75 322 114 861
internal_value=0 7.24189e-06 -3.112e-07 0.000195017 -1.35696e-05 -5.41855e-05 -0.000367846 -3.49233e-05 -5.14328e-05 3.363e-05 0.000217239 0.000562545 4.9026e-05 9.79275e-06 -0.000136922 3.61567e-05
internal_weight=0 3684 3633 227 3406 1840 104 1736 1676 1566 176 100 166 1390 207 1183
internal_count=3731 3684 3633 227 3406 1840 104 1736 1676 1566 176 100 166 1390 207 1183
is_linear=0
shrinkage=0.0995203


Tree=8696
num_leaves=20
num_cat=0
split_feature=1 1 6 3 1 17 18 23 6 0 0 18 3 5 17 4 3 3 0
split_gain=0.0025087 0.00617269 0.0090629 0.00155674 0.000906996 0.000608965 0.00237797 0.000536107 0.000731222 0.00185285 0.00121911 0.000485159 0.000418927 0.000334365 0.000459213 0.000849022 0.000580613 0.000492981 8.53377e-05
threshold=-0.090729999999999991 -0.096749999999999989 0.086420000000000011 0.30793000000000009 -0.088495000000000004 -0.54752499999999993 -0.060544999999999995 0.086650000000000019 -0.217 -0.15137999999999999 -0.066264999999999991 -0.47082499999999999 0.083875000000000019 0.26760500000000004 -0.15122999999999998 0.11541000000000003 0.082130000000000022 0.08802500000000002 0.048265000000000009
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 -1 8 9 -6 -11 -10 -13 14 17 16 -16 -7 -15
right_child=3 2 -4 -5 7 13 -8 -9 11 10 -12 12 -14 18 15 -17 -18 -19 -20
leaf_value=-0.00015103663128429462 -0.00034357932546207363 -1.216563615071989e-05 0.0016697817104578587 -0.00052060887759926538 0.00069370725955030367 0.0004691331959339867 0.00077305651783591981 -0.00032835352240007256 0.00031020597407993556 -0.0001413120414096438 0.00032953722228166521 -0.00016808110753936513 -1.3459190089799036e-06 -0.00026120521340619211 -0.00042126067470224141 0.00033265435226869516 -1.7759070668199683e-05 7.2939519867586062e-06 -4.4201158915376693e-05
leaf_weight=59 76 62 63 59 53 46 50 47 47 141 88 160 2388 48 47 53 162 53 46
leaf_count=59 76 62 63 59 53 46 50 47 47 141 88 160 2388 48 47 53 162 53 46
internal_value=0 0.000195786 0.000828987 -1.42479e-05 -4.01661e-06 5.39973e-05 0.000265349 4.52927e-06 1.02519e-05 0.000162556 3.60509e-05 -5.98356e-06 -1.21372e-05 1.56662e-06 4.68731e-05 -1.92578e-05 -0.000112416 0.000230155 -0.000163721
internal_weight=0 689 125 3059 3000 564 109 2924 2877 282 229 2595 2548 455 361 262 209 99 94
internal_count=3748 689 125 3059 3000 564 109 2924 2877 282 229 2595 2548 455 361 262 209 99 94
is_linear=0
shrinkage=0.0995203


Tree=8697
num_leaves=17
num_cat=0
split_feature=1 1 1 10 2 18 20 20 20 4 4 3 4 18 3 4
split_gain=0.00218263 0.0115084 0.00135926 0.000650887 0.000645531 0.000445422 0.000419022 0.000396626 0.00212897 0.000875903 0.000372335 0.00126522 0.0011817 0.000831176 0.000651784 0.000970645
threshold=-0.092674999999999993 -0.096749999999999989 0.62916000000000016 0.091445000000000026 0.31326500000000007 -0.45171999999999995 -0.000135 -0.01137 -0.0078249999999999986 0.10845500000000002 0.10724500000000002 0.11089500000000001 0.10198500000000002 0.044095000000000009 0.099655000000000021 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 5 -2 -6 9 -9 -7 11 12 14 -12 15 -1
right_child=2 -3 -4 -5 6 7 -8 8 -10 -11 13 -13 -14 -15 -16 -17
leaf_value=-2.5402544020692601e-05 0.00022045584347697578 0.0014787584565932553 -0.00052180462677925649 0.00036367876046400951 0.0004579850267379498 -4.2665953556562188e-05 1.8111214252491965e-05 0.00053234990390435967 -1.7121529327917633e-05 -0.00036282892674590434 0.00047271988723140263 -0.00048556595805743994 0.00048510649294347089 -7.170961234256393e-05 -0.00030820545990744241 0.00043893106184992187
leaf_weight=242 75 62 51 47 47 1095 47 73 1594 93 58 46 57 49 58 54
leaf_count=242 75 62 51 47 47 1095 47 73 1594 93 58 46 57 49 58 54
internal_value=0 0.000191314 -1.2128e-05 -3.39724e-06 -9.37317e-06 -1.78697e-05 0.000246757 -2.44172e-05 6.44944e-06 -6.84183e-05 4.83346e-05 7.34515e-06 6.45047e-05 0.000215751 -9.06921e-07 5.65414e-05
internal_weight=0 626 3122 3071 3024 2930 94 2855 1667 1188 564 457 411 107 354 296
internal_count=3748 626 3122 3071 3024 2930 94 2855 1667 1188 564 457 411 107 354 296
is_linear=0
shrinkage=0.0995203


Tree=8698
num_leaves=19
num_cat=0
split_feature=1 1 11 17 17 3 3 4 23 24 1 4 21 21 4 3 2 5
split_gain=0.0017837 0.0112592 0.00123379 0.000525992 0.00109855 0.000569388 0.000843091 0.000940207 0.000450125 0.000521312 0.000450636 0.000408311 0.000415721 0.00109893 0.000919831 0.000321633 0.000319441 0.00018749
threshold=-0.094454999999999997 -0.10241499999999999 -0.37179999999999996 -0.12118 -0.093784999999999993 0.10920500000000002 0.099655000000000021 0.085065000000000016 -0.022119999999999997 0.083550000000000027 0.51136500000000018 0.14039500000000002 0.10068500000000002 0.10343500000000001 0.11419500000000003 0.088055000000000022 -0.00479 0.024640000000000006
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 6 7 15 10 11 -4 12 14 -14 -10 -1 17 -6
right_child=2 -3 8 4 16 -7 -8 -9 9 -11 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.00019865517131115385 -0.00048155941251258215 0.0016398962215705378 0.00040479125576831321 -0.00049433153994970678 5.2734585372152017e-05 0.00044018670462479245 -0.00019925952737084827 0.00054599154410424084 -1.323406296801281e-05 -0.00033453383290472515 0 0.00026723202646388686 0.00047519438581660714 1.8137793357276836e-05 -0.00031264585777092976 -0.00016212446576871186 0.00018329867278998519 -0.00018332875863410011
leaf_weight=50 54 48 53 46 63 53 74 53 2238 48 59 54 59 488 107 47 91 63
leaf_count=50 54 48 53 46 63 53 74 53 2238 48 59 54 59 488 107 47 91 63
internal_value=0 0.000178712 -9.89009e-06 4.73123e-05 -5.12087e-05 0.000143809 7.00297e-05 0.000208337 -1.42622e-06 -9.01526e-06 0.000194136 -3.43361e-06 -8.77061e-06 6.8933e-05 -2.7245e-05 1.5405e-05 3.89528e-05 -5.88001e-05
internal_weight=0 588 3160 540 263 277 224 150 3106 2994 112 2946 2892 547 2345 97 217 126
internal_count=3748 588 3160 540 263 277 224 150 3106 2994 112 2946 2892 547 2345 97 217 126
is_linear=0
shrinkage=0.0995203


Tree=8699
num_leaves=25
num_cat=0
split_feature=30 17 17 5 8 0 17 17 17 0 17 8 8 7 3 8 0 0 3 3 9 3 17 8
split_gain=0.0015693 0.0013842 0.0140871 0.00090905 0.000940797 0.00089066 0.00148645 0.00114793 0.00171316 0.000986766 0.00102676 0.000633116 0.00053608 0.000490742 0.000679331 0.000480873 0.000854312 0.00129796 0.00087215 0.000659897 0.00199075 0.000723734 0.000492777 0.000443128
threshold=0.12577500000000003 -0.15450999999999998 -0.17385999999999999 -0.0087549999999999989 0.079450000000000021 -0.082794999999999994 -0.014289999999999999 -0.086174999999999988 -0.092649999999999996 -0.081674999999999984 -0.11741999999999998 -0.064619999999999997 0.0012600000000000003 -0.10984999999999999 0.10871500000000002 -1.0000000180025095e-35 -0.052884999999999995 -0.067345000000000002 0.11252000000000002 0.11061500000000002 0.098720000000000016 0.10457000000000002 -0.52615499999999993 0.15415000000000004
decision_type=2 2 2 2 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 12 6 7 8 -5 -7 -11 -12 13 -3 -15 16 17 18 -1 21 -21 22 -17 -6
right_child=-2 3 -4 5 23 9 -8 -9 -10 10 11 -13 -14 14 -16 19 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=1.0907933133711725e-05 -0.00055312412452341838 -0.00026821305682715355 0.001743581179860282 0.00010310684410412034 0.000449145038265469 0.00039539097988317283 -0.00057672214023896193 0.00020563983407762622 -0.00069314966180272558 -0.00040820614204984833 -9.6855164625211839e-05 0.00015749318213621852 -0.00023440232915256594 2.6580153115289009e-06 0.00015386703696515457 0.00040807992943787583 -0.00036884883297543452 0.00045584363978845289 -0.00045594646284547396 0.00076218059966329059 -0.00010948538836170731 -0.00024651738230857344 -3.0845495495112992e-05 3.5757530666395514e-05
leaf_weight=234 47 55 51 51 75 51 89 79 53 73 264 153 83 1545 367 48 66 57 47 52 49 66 47 46
leaf_count=234 47 55 51 51 75 51 89 79 53 73 264 153 83 1545 367 48 66 57 47 52 49 66 47 46
internal_value=0 2.50394e-05 0.000149237 -4.5286e-06 2.87969e-05 -9.45265e-05 -0.000241701 -7.42934e-05 -0.000294806 -1.90181e-05 -6.38212e-05 -1.56997e-06 1.24635e-05 2.32964e-05 3.21101e-05 2.5918e-05 -4.0642e-05 2.10238e-05 -6.42648e-05 0.000131677 0.000331188 1.43295e-06 0.00018231 0.000298755
internal_weight=0 3701 717 2984 2171 813 272 183 104 541 490 417 2050 1967 1912 666 404 338 281 262 101 161 95 121
internal_count=3748 3701 717 2984 2171 813 272 183 104 541 490 417 2050 1967 1912 666 404 338 281 262 101 161 95 121
is_linear=0
shrinkage=0.0995203


Tree=8700
num_leaves=22
num_cat=0
split_feature=1 17 17 21 6 17 20 20 20 20 2 20 20 20 20 2 9 9 20 26 1
split_gain=0.00846039 0.00192199 0.0100927 0.00203542 0.00152554 0.00185678 0.000601152 0.00144588 0.000684742 0.000830614 0.00185218 0.00135834 0.000814664 0.000874865 0.000549579 0.00037901 0.000332046 0.000968687 0.000714206 0.000525818 0.000303609
threshold=-0.55579999999999996 -0.16207999999999997 -0.21387500000000001 -0.029689999999999998 0.11884000000000002 0.41106500000000007 -0.083404999999999993 -0.084949999999999984 -0.042414999999999994 -0.071149999999999991 0.094050000000000022 -0.077044999999999988 -0.016330000000000001 -0.011044999999999999 -0.085709999999999995 -0.057419999999999999 0.099125000000000033 0.09649000000000002 -0.083495 0.097125000000000031 0.18123500000000006
decision_type=2 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 15 7 14 9 11 -11 -8 -10 -14 20 -6 17 18 -5 -18 -3
right_child=1 4 -4 16 5 -7 8 -9 12 10 -12 -13 13 -15 -16 -17 19 -19 -20 -21 -22
leaf_value=-0.0012449419227613691 0.00061627949583541348 0.00012157948566978929 0.0015488768650169763 -0.00030981270086712006 -0.00015111685150850064 0.00081622281024919957 -0.00017084079261251835 0.00058679921401561658 0.00037881111411202121 -7.2512102363781906e-05 -0.00080369042643400012 0.00031311433965059733 -0.00045159206808062931 -2.0118123241481811e-05 -0.0003071112600840295 0.00023148028032090605 0.00031096602150339182 -0.00040357984011532425 7.9885682823722733e-05 -7.8397682499033324e-05 -0.00013433610303013849
leaf_weight=53 60 211 49 54 46 47 260 50 49 96 56 73 48 1897 46 55 79 61 326 56 56
leaf_count=53 60 211 49 54 46 47 260 50 49 96 56 73 48 1897 46 55 79 61 326 56 56
internal_value=0 2.14376e-05 0.000171887 6.45105e-05 -1.27561e-05 0.00029826 -2.92406e-05 8.95997e-05 -4.69726e-05 -0.000153294 -0.000347279 -6.22902e-05 -2.07015e-05 -3.11872e-05 7.55931e-06 4.91229e-05 5.61328e-06 -3.47065e-05 2.23532e-05 0.000143388 6.48383e-05
internal_weight=0 3675 685 636 2990 148 2842 363 2479 485 152 333 1994 1945 313 101 576 441 380 135 267
internal_count=3728 3675 685 636 2990 148 2842 363 2479 485 152 333 1994 1945 313 101 576 441 380 135 267
is_linear=0
shrinkage=0.0995203


Tree=8701
num_leaves=19
num_cat=0
split_feature=17 6 3 2 3 2 2 0 20 0 4 3 3 11 38 20 5 20
split_gain=0.00451409 0.00168929 0.00356929 0.00385347 0.00193297 0.001712 0.00589429 0.00811666 0.000588468 0.000613781 0.000517721 0.00130246 0.000942182 0.000512455 0.000780101 0.000692169 0.00145511 0.000816419
threshold=-0.57205499999999987 0.11884000000000002 0.10871500000000002 -0.073884999999999992 0.14530500000000005 -0.087075 -0.088764999999999997 -0.084894999999999984 -0.097769999999999996 -0.090699999999999989 0.11670500000000002 0.11462500000000002 0.10669500000000003 -0.079369999999999996 -0.072014999999999996 -0.084949999999999984 -0.025879999999999997 -0.083330000000000001
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 -4 6 10 -8 9 -7 11 12 -2 14 -10 16 -15 -17
right_child=1 2 4 -5 -6 8 7 -9 13 -11 -12 -13 -14 15 -16 17 -18 -19
leaf_value=-0.00090880689292702405 -3.2668112247065666e-05 5.4839827614938124e-05 -0.00055714086041836841 0.0012292002521872819 0.00030939412911478126 0.00043219936113499954 5.3916482260920018e-05 0.0016037125638610613 0.00040564365788607609 -5.0827340726191889e-05 0.00031930885024253591 -0.00051318224265416168 0.0003699467190100916 -0.00070824861010544379 -8.187786222426806e-05 0.00035005732574569428 5.6228387571526445e-05 -5.4452567449216047e-05
leaf_weight=53 439 55 53 59 48 53 80 59 61 46 46 50 66 48 65 50 47 2350
leaf_count=53 439 55 53 59 48 53 80 59 61 46 46 50 66 48 65 50 47 2350
internal_value=0 1.61989e-05 0.000286884 0.000669804 -0.000137217 -3.84548e-07 0.000133588 0.000717633 -3.7134e-05 0.000199494 -1.28269e-07 -2.80792e-05 1.83298e-05 -4.63842e-05 0.000147647 -5.65111e-05 -0.000321417 -4.56842e-05
internal_weight=0 3675 215 114 101 3460 740 139 2720 99 601 555 505 2621 126 2495 95 2400
internal_count=3728 3675 215 114 101 3460 740 139 2720 99 601 555 505 2621 126 2495 95 2400
is_linear=0
shrinkage=0.0995203


Tree=8702
num_leaves=26
num_cat=0
split_feature=19 6 6 3 0 9 6 9 3 9 3 26 9 9 0 26 0 9 9 9 8 26 6 6 9
split_gain=0.00239547 0.00828214 0.0013239 0.00301534 0.00295923 0.00146162 0.00804206 0.0129995 0.000840891 0.003973 0.00118634 0.000837312 0.000736358 0.00160368 0.00283414 0.00242046 0.000789612 0.000755045 0.00360778 0.00259641 0.00152663 0.000777742 0.00066042 0.000629354 0.000434981
threshold=0.11174500000000002 -0.010459999999999999 0.11884000000000002 0.10871500000000002 -0.077784999999999993 0.085280000000000022 0.088055000000000022 0.083760000000000015 0.08777500000000002 0.083955000000000016 0.086965000000000028 0.088115000000000013 0.10312000000000003 0.11296000000000002 -0.069955000000000003 0.11861500000000001 -0.065519999999999981 0.094010000000000024 0.093335000000000015 0.094685000000000033 -0.073439999999999991 0.086215000000000028 -0.074569999999999984 -0.049814999999999991 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 2
left_child=2 22 5 4 -4 6 8 -8 10 23 11 -1 17 14 -14 16 -15 18 21 -19 -21 -7 24 -10 -2
right_child=1 -3 3 -5 -6 12 7 -9 9 -11 -12 -13 13 15 -16 -17 -18 19 -20 20 -22 -23 -24 -25 -26
leaf_value=2.3391574247423207e-05 4.2855813433496093e-05 -0.0013601497185324826 0.0012387960606218085 -0.00014294464704801152 0.00016698808204889941 -0.00021379566005305304 -0.00020884620638907098 0.0020590959591049621 -4.8622934843146765e-05 0.00094256455180292227 -0.00048342454615585723 -0.00037195250400885586 0.00091935321842350772 -0.00011084829435880771 -2.6436283726577181e-05 -0.00066248885065227933 0.00039216066089727231 -0.00089203422753145862 0.00079947358329972263 0.00019939385988835585 -0.0002446563571933624 -2.1930142284475409e-05 0.00023730820880542332 0.00015472047326214495 -0.00030051954249864146
leaf_weight=510 67 56 46 90 62 287 48 51 392 51 60 59 53 58 73 53 62 47 49 112 235 818 75 242 72
leaf_count=510 67 56 46 90 62 287 48 51 392 51 60 59 53 58 73 53 62 47 49 112 235 818 75 242 72
internal_value=0 -0.000282658 2.50999e-05 0.000275116 0.000631079 9.66375e-06 8.606e-05 0.000951219 2.02537e-05 9.70117e-05 -6.20366e-05 -1.61632e-05 -4.8338e-05 9.34164e-05 0.000364899 -9.9579e-05 0.000142218 -7.6247e-05 -3.47695e-05 -0.000195654 -9.89726e-05 -7.25039e-05 0 2.77027e-05 -0.000129118
internal_weight=0 270 3458 198 108 3260 1413 99 1314 685 629 569 1847 299 126 173 120 1548 1154 394 347 1105 214 634 139
internal_count=3728 270 3458 198 108 3260 1413 99 1314 685 629 569 1847 299 126 173 120 1548 1154 394 347 1105 214 634 139
is_linear=0
shrinkage=0.0995203


Tree=8703
num_leaves=17
num_cat=0
split_feature=1 17 17 21 6 18 18 3 7 18 11 21 1 3 3 3
split_gain=0.006647 0.00155565 0.00801539 0.00152007 0.000985113 0.00268234 0.000749316 0.000809184 0.000656658 0.000491937 0.000468791 0.00040679 0.000370986 0.000502084 0.00351653 0.00164815
threshold=-0.55579999999999996 -0.16207999999999997 -0.21387500000000001 -0.029689999999999998 0.11884000000000002 -0.06656999999999999 -0.10303999999999999 0.086895000000000014 -0.075879999999999989 0.0089800000000000036 -0.23667999999999997 -0.010234999999999999 -0.49056499999999997 0.10871500000000002 0.11426500000000002 0.10057000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 7 -3 -8 -7 -10 -12 -5 15 -15 -14
right_child=1 4 -4 12 5 9 8 -9 10 -11 11 -13 13 14 -16 -17
leaf_value=-0.0011040450465530003 0.0005348783300946759 -0.00055571138233832763 0.0013810300713283494 0.00020262350513376107 0.0008692346430761045 -0.00026015360217415901 0.0002997718136292936 -2.9429132848610316e-05 0.00028121515495818395 0.00017384643116144172 7.3203812641999113e-05 -4.3596133030994858e-05 -4.5086294402268658e-05 -0.00091197313358251869 5.1493490106423127e-05 0.00061191250576501845
leaf_weight=53 60 54 49 83 46 52 64 70 49 50 335 2270 204 46 197 46
leaf_count=53 60 54 49 83 46 52 64 70 49 50 335 2270 204 46 197 46
internal_value=0 1.84453e-05 0.000153813 5.79763e-05 -1.22933e-05 0.000237494 -2.55893e-05 -0.000265219 -1.43558e-05 -3.93828e-05 -2.22393e-05 -2.82615e-05 6.87773e-06 -2.4417e-05 -0.000127522 7.25271e-05
internal_weight=0 3675 685 636 2990 148 2842 124 2718 102 2654 2605 576 493 243 250
internal_count=3728 3675 685 636 2990 148 2842 124 2718 102 2654 2605 576 493 243 250
is_linear=0
shrinkage=0.0995203


Tree=8704
num_leaves=26
num_cat=0
split_feature=4 3 17 3 20 20 6 6 8 0 6 9 9 9 3 6 9 9 2 9 1 1 18 18 6
split_gain=0.00515721 0.00371936 0.0191184 0.0329809 0.00120743 0.0173657 0.00112171 0.0007107 0.00112763 0.00229149 0.00193284 0.000981006 0.00217428 0.00103402 0.000710265 0.000652252 0.000596893 0.0014763 0.000779 0.00067379 0.00111835 0.000482753 0.000440143 0.0010961 0.000479605
threshold=0.15615500000000004 0.084855000000000028 0.052150000000000009 0.08345000000000001 -0.081945000000000004 -0.08267999999999999 0.087575000000000028 0.095080000000000012 -0.083294999999999994 -0.079379999999999992 0.11816500000000002 0.084595000000000017 0.08203000000000002 0.11408000000000003 0.085355000000000028 -0.072834999999999997 0.08895500000000002 0.08709500000000002 -0.087075 0.10199500000000002 -0.013105 -0.50763499999999995 -0.094389999999999988 -0.018629999999999997 0.085760000000000017
decision_type=2 2 2 2 2 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 16 22 11 -9 -10 -11 12 21 14 -13 -15 17 18 -3 20 -18 -6 -1 -24 -25
right_child=-2 4 3 -5 7 -7 -8 8 9 10 -12 13 -14 15 -16 -17 19 -19 -20 -21 -22 -23 23 24 -26
leaf_value=0.00024710472602388343 0.0011004333016839014 0.00029718741225068045 -4.7924149874840136e-05 0.0034517617492330955 0.00030103293842061141 0.0020005369425490694 0.00042947768604425206 -0.00019587919364693194 0.00067540069531137265 0.00024560529562230547 -0.00032387549965062312 -0.00044682947989112623 0.0005437484548124667 0.00051226668685510452 -7.4156106077883537e-05 0 -2.8515555235712195e-05 -0.00054397081366287705 -7.4400152910117503e-05 -0.00011653350161402071 0.00054111986703040218 -1.5465996722891934e-05 -0.00045997345666065533 -4.1004843296823467e-05 0.00027090403659198837
leaf_weight=55 50 74 59 48 52 47 65 86 79 185 86 54 87 47 1222 46 60 55 225 61 72 556 56 254 60
leaf_count=55 50 74 59 48 52 47 65 86 79 185 86 54 87 47 1222 46 60 55 225 61 72 556 56 254 60
internal_value=0 8.13345e-05 0.000308952 0.00151438 3.71501e-05 0.000164752 4.40558e-05 6.50442e-06 0.000122193 0.000202687 6.18637e-05 -1.7537e-05 7.82169e-05 -6.67464e-05 -9.05691e-05 0.000251309 5.51868e-06 -6.96796e-05 1.48268e-05 0.000147689 0.000275993 1.02566e-05 -1.2965e-05 -5.38365e-05 1.59885e-05
internal_weight=0 3691 597 107 3094 594 490 2500 436 350 271 2064 695 1369 1276 93 547 354 299 193 132 608 425 370 314
internal_count=3741 3691 597 107 3094 594 490 2500 436 350 271 2064 695 1369 1276 93 547 354 299 193 132 608 425 370 314
is_linear=0
shrinkage=0.0995203


Tree=8705
num_leaves=24
num_cat=0
split_feature=3 17 1 23 1 1 9 3 1 3 3 6 1 17 3 9 17 2 20 1 9 0 6
split_gain=0.00265196 0.0152945 0.0310187 0.00285677 0.0013538 0.0161459 0.00148226 0.000991335 0.000970387 0.000836273 0.00150134 0.00200559 0.000807806 0.000847712 0.00118929 0.000805663 0.00062996 0.000529675 0.0015319 0.000903936 0.000296309 0.000382159 0.00024421
threshold=0.084855000000000028 0.052150000000000009 -0.081594999999999987 -0.066744999999999985 0.059230000000000012 0.066150000000000028 0.11582000000000002 0.084620000000000015 0.054560000000000004 0.084380000000000024 0.083725000000000022 0.085760000000000017 -0.50954999999999984 -0.0064000000000000003 0.085295000000000024 0.083955000000000016 -0.11248999999999999 0.0040650000000000018 -0.042414999999999994 0.10924000000000002 0.083715000000000026 -0.092474999999999988 0.082725000000000021
decision_type=2 2 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 8 -6 17 9 12 10 20 -12 16 14 -14 -15 -5 19 -19 -7 22 -22 -1
right_child=3 2 -4 4 5 6 -8 -9 -10 -11 11 -13 13 15 -16 -17 -18 18 -20 -21 21 -23 -24
leaf_value=-6.4322929860835884e-05 0.00081951251376195387 0.0032724665506035314 -0.00011713096395939181 0.00055848941216106712 0.0017960453137622061 0.00032390715234357099 0.00050160898847530818 0.00048141574084330398 -0.00040892149423328491 -0.00040568502412878299 -4.7303220300719125e-05 0.00085233118983406113 -0.00051420241162561462 0.00028484306555010556 -2.7743509585532559e-05 3.3554235005558874e-05 2.3621581298436937e-05 -0.00062759399730089949 0 -6.6425154916615724e-05 0 -0.00040192486445089082 0.00017168907505546593
leaf_weight=150 47 47 61 47 55 78 54 46 55 46 48 47 52 154 1366 770 47 54 126 233 48 49 61
leaf_count=150 47 47 61 47 55 78 54 46 55 46 48 47 52 154 1366 770 47 54 126 233 48 49 61
internal_value=0 0.000277122 0.00135039 4.86358e-05 3.66494e-05 0.000170883 5.37332e-06 4.12994e-05 3.98834e-06 -1.96725e-06 4.20834e-05 0.000389162 1.36471e-05 1.81375e-06 -4.616e-05 7.63217e-05 0.000299764 -4.75353e-05 -0.000184042 2.88395e-05 -6.23123e-05 -0.000206359 2.83078e-08
internal_weight=0 603 108 3138 3091 600 545 495 2491 449 403 95 2436 2342 1418 924 94 491 180 311 308 97 211
internal_count=3741 603 108 3138 3091 600 545 495 2491 449 403 95 2436 2342 1418 924 94 491 180 311 308 97 211
is_linear=0
shrinkage=0.0995203


Tree=8706
num_leaves=23
num_cat=0
split_feature=4 9 9 2 2 1 5 6 6 0 21 5 5 5 1 18 6 21 1 19 6 8
split_gain=0.00408922 0.00277254 0.0259579 0.0334152 0.0569777 0.000925757 0.00121061 0.000843671 0.00207754 0.00137061 0.000722842 0.000691362 0.00216814 0.00208058 0.00219832 0.00246391 0.006731 0.00102184 0.000673496 0.00054381 0.000650506 0.000599486
threshold=0.15615500000000004 0.085850000000000024 0.08488500000000003 -0.08342999999999999 -0.082025000000000001 -0.50763499999999995 0.19791500000000004 0.08866000000000003 0.087515000000000023 -0.085794999999999996 -0.075024999999999994 -0.0078499999999999976 -0.0050400000000000002 -0.011514999999999999 -0.083284999999999984 -0.011569999999999999 0.091025000000000023 0.095970000000000014 -0.085014999999999993 -0.050215000000000003 0.11816500000000002 -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
left_child=1 2 5 18 -5 6 -1 8 10 -9 -7 13 -13 14 -3 16 -16 -17 -4 -14 21 -21
right_child=-2 11 3 4 -6 7 -8 9 -10 -11 -12 12 19 -15 15 17 -18 -19 -20 20 -22 -23
leaf_value=-7.6273980580787067e-06 0.00097233644101633464 -0.00049063182503447341 -0.00031551013077839215 0.0050904977846203472 0.00021924227026943541 0.00021562917577852333 0.00067722268164588893 4.3234233228844786e-05 0.00063704334921009227 -0.00059035617706471597 -3.2851271226496558e-05 -0.00072408442389964483 -0.00034397687928805964 0.00065261410922523089 -6.749286878309139e-05 -8.115164085357543e-05 0.0012317011394723683 0.00017965975944558285 0.00020339652872816395 -9.6406424976618795e-05 -0.00026855518626283563 9.2785355850728902e-05
leaf_weight=51 50 81 48 46 50 130 47 71 52 61 1061 49 55 52 109 651 61 192 50 280 91 403
leaf_count=51 50 81 48 46 50 130 47 71 52 61 1061 49 55 52 109 651 61 192 50 280 91 403
internal_value=0 6.48419e-05 0.000159921 0.00124211 0.00256191 1.68372e-05 0.000312468 -3.63781e-06 2.11608e-05 -0.00024336 -5.04179e-06 -1.30628e-05 -7.98132e-05 3.73632e-05 7.37076e-06 4.79994e-05 0.000393873 -2.07787e-05 -4.24085e-05 -4.07445e-05 -1.81393e-05 1.40265e-05
internal_weight=0 3691 1667 194 96 1473 98 1375 1243 132 1191 2024 878 1146 1094 1013 170 843 98 829 774 683
internal_count=3741 3691 1667 194 96 1473 98 1375 1243 132 1191 2024 878 1146 1094 1013 170 843 98 829 774 683
is_linear=0
shrinkage=0.0995203


Tree=8707
num_leaves=24
num_cat=0
split_feature=4 3 3 17 17 17 6 0 1 6 3 5 3 17 5 3 6 1 3 9 9 6 3
split_gain=0.00331484 0.00231889 0.0161775 0.00602699 0.0474405 0.00167094 0.00156727 0.00257982 0.00104886 0.000630216 0.00147282 0.00106198 0.00235832 0.00155482 0.00187626 0.00128506 0.000751566 0.00345854 0.000625117 0.000490003 0.000591058 0.000522079 0.00043486
threshold=0.15615500000000004 0.08888500000000002 0.088685000000000028 0.052150000000000009 0.07134500000000002 -0.53015499999999993 -0.0093650000000000001 -0.085794999999999996 -0.50290499999999982 0.095080000000000012 0.092115000000000016 -0.045014999999999993 0.093615000000000018 0.021725000000000005 -0.072054999999999994 0.10871500000000002 0.090710000000000027 -0.083284999999999984 0.084290000000000018 0.11351500000000002 0.10646500000000002 -0.079164999999999999 0.089305000000000009
decision_type=2 2 2 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 -1 -6 -8 -7 16 -11 13 -13 -12 -15 -14 19 -18 -10 20 22 -21 -3
right_child=-2 9 -4 4 6 8 7 -9 18 10 11 12 15 14 -16 -17 17 -19 -20 21 -22 -23 -24
leaf_value=0.00058222731360104893 0.00087556930819723551 0.0002831051832461044 0.0019176107866565721 0.0033837477266420017 0.00020936501529014625 0.00040838182989017923 0.00015719499755269316 -0.00076316970001908476 5.6281687251912502e-05 0.00062125117665999064 -0.00013825313697756324 -0.00073408431513387936 0.00021631416109878205 0 0.00083600483567326171 -0.00029653654409295062 -0.00094580322182870422 0.00011583212467248306 -0.0001082652833333127 0.0004411920419277534 -0.00031894720450003413 0 -2.3690736330124723e-05
leaf_weight=46 50 47 50 47 79 51 52 68 337 48 66 46 149 46 60 71 47 83 681 47 66 59 1445
leaf_count=46 50 47 50 47 79 51 52 68 337 48 66 46 149 46 60 71 47 83 681 47 66 59 1445
internal_value=0 5.83667e-05 0.000158652 9.34304e-05 0.000539322 -4.21155e-06 -0.000128363 -0.000357523 -3.02123e-05 -3.3368e-06 9.67846e-05 3.74398e-05 -8.49293e-05 0.000231444 0.000469356 4.70822e-05 -3.09163e-05 -0.000261693 -5.29893e-05 -1.23949e-05 -2.69433e-05 0.000193716 -1.34776e-05
internal_weight=0 3691 1411 1361 246 1115 199 120 1069 2280 486 438 266 172 106 220 1794 130 1018 1664 1558 106 1492
internal_count=3741 3691 1411 1361 246 1115 199 120 1069 2280 486 438 266 172 106 220 1794 130 1018 1664 1558 106 1492
is_linear=0
shrinkage=0.0995203


Tree=8708
num_leaves=26
num_cat=0
split_feature=2 18 8 3 3 18 9 8 21 8 8 9 27 3 8 8 30 2 30 10 17 17 20 9 9
split_gain=0.0121191 0.0156554 0.0371064 0.00862381 0.011442 0.00923226 0.0377095 0.0088256 0.00181547 0.00130716 0.00177564 0.00112119 0.00294877 0.00270433 0.001206 0.00110573 0.000850371 0.000846893 0.000796782 0.000590792 0.00173293 0.000521055 0.00024999 0.00018588 0.000233286
threshold=-0.097424999999999998 -0.095799999999999982 -0.00076499999999999995 0.088805000000000023 0.088535000000000016 -0.091869999999999993 0.084755000000000011 -0.10337499999999999 0.16638500000000003 -0.082419999999999993 -0.081534999999999982 0.11408000000000003 -0.0027049999999999995 0.13977500000000004 -0.045194999999999999 -0.087635000000000005 0.084845000000000018 -0.095204999999999998 0.096150000000000027 0.090150000000000022 -0.49091000000000001 -0.12118 -0.081689999999999999 0.092465000000000033 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 2 2 2 2
left_child=1 2 -1 4 5 6 21 -7 11 15 -11 12 -5 14 -13 -9 17 -14 -18 20 -3 -2 -22 24 -24
right_child=3 19 -4 8 -6 7 -8 9 -10 10 -12 13 16 -15 -16 -17 18 -19 -20 -21 22 -23 23 -25 -26
leaf_value=0.003574727500237301 0.00025144828297933938 0.00057345911409605857 2.5091074258107239e-05 0.00063735619692917831 -0.0018997825834951038 -0.0012038781667746217 -0.0030628348396788017 -4.4798423821241035e-05 -0.00063158002025321888 0.00063259291772901969 -3.1899625723434872e-05 -0.00031438241635153223 0.00037170360102079046 -0.00092014419548894905 0.00031489008798737787 -0.00031797664118701362 0.00046330810467297206 -5.9525261031135926e-05 0 -0.00023293772046681214 0.00013426759438802088 -0.00016251836476830145 -0.000136800988822245 -0.00026115353317591642 0.00013533735141175681
leaf_weight=46 46 60 81 69 47 78 58 301 50 47 250 65 46 46 56 302 65 1572 77 66 69 86 75 46 52
leaf_count=46 46 60 81 69 47 78 58 301 50 47 250 65 46 46 56 302 65 1572 77 66 69 86 75 46 52
internal_value=0 0.000364346 0.00131723 -0.000163798 -0.000373891 -0.000311789 -0.000947655 -0.000187419 -3.86358e-05 -9.84166e-05 7.04995e-05 -2.33723e-05 -3.85366e-07 -0.000270226 -1.63833e-05 -0.000182972 -2.58529e-05 -4.67594e-05 0.000206599 3.32715e-05 9.41604e-05 -1.20555e-05 -2.12914e-05 -8.80671e-05 -1.89284e-05
internal_weight=0 495 127 3261 1215 1168 190 978 2046 900 297 1996 1829 167 121 603 1760 1618 142 368 302 132 242 173 127
internal_count=3756 495 127 3261 1215 1168 190 978 2046 900 297 1996 1829 167 121 603 1760 1618 142 368 302 132 242 173 127
is_linear=0
shrinkage=0.0995203


Tree=8709
num_leaves=30
num_cat=0
split_feature=2 2 2 0 1 9 26 17 21 3 0 0 8 0 17 6 26 9 29 9 6 3 0 9 9 7 4 9 17
split_gain=0.00984022 0.0141083 0.00750788 0.0241128 0.0168363 0.0423437 0.0034688 0.00849069 0.00154169 0.00104745 0.00214255 0.00218627 0.00137159 0.000791789 0.00112919 0.00123451 0.00108734 0.00109626 0.00311307 0.00269506 0.000952233 0.000743823 0.0011454 0.000733166 0.00118347 0.000712998 0.000862585 0.00138824 0.00115371
threshold=-0.097424999999999998 -0.10077999999999999 -0.080974999999999991 -0.096019999999999994 -0.091829999999999995 0.085355000000000028 -0.112275 -0.036600000000000001 0.16638500000000003 0.085035000000000013 -0.087184999999999999 -0.086109999999999992 -0.088874999999999996 -0.15137999999999999 0.18936500000000003 -0.097455 -0.054024999999999997 0.11408000000000003 0.093650000000000025 0.11891000000000003 -0.03252 0.13451500000000002 -0.093765000000000001 0.083925000000000013 0.084835000000000022 0.082845000000000016 0.10739000000000003 0.095950000000000021 -0.42572499999999996
decision_type=2 2 2 2 2 2 2 2 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 5 -5 7 -1 13 10 12 -12 -6 14 15 -4 21 18 -18 -19 -17 22 -15 -11 -25 26 27 28 -8
right_child=2 -3 8 4 9 -7 25 -9 -10 23 11 -13 -14 16 -16 20 17 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=0.0016470487271220021 -0.0019114459949147486 0.0019146790012932555 -0.00024088617151351899 -0.0037115386692389853 -0.00025740831023609065 1.9922007220345415e-05 0.0004218699933355178 -0.00010363843905678038 -0.00057622532348758511 -0.00038454908701945797 -0.0010661563472721166 -0.00022066644450607464 0.00049458216356239814 0.00031054141314983781 0.00059583827220838366 0.00050797869161088832 -7.6964669885294171e-05 -0.00092027573381939947 0.00074723341265333385 -2.0815332631047323e-05 -4.2836372763342567e-05 0.00044930192314390018 -0.00012688620519872289 0.00030483483145072102 -4.8539546468438681e-05 -0.00037092387740989062 0.00036075482473945324 -0.00049145309484174924 -0.00011099535844752632
leaf_weight=47 90 50 85 46 49 86 65 64 50 51 47 95 46 100 46 66 1235 51 47 99 54 59 143 111 605 47 67 53 102
leaf_count=47 90 50 85 46 49 86 65 64 50 51 47 95 46 100 46 66 1235 51 47 99 54 59 143 111 605 47 67 53 102
internal_value=0 0.000328251 -0.00014762 -0.000342235 -0.000217193 -0.00127423 0.00014816 0.000630269 -2.99711e-05 -7.74043e-05 -0.000260564 -0.000506277 9.80963e-05 -1.57991e-05 0.000148717 4.43944e-05 -4.00853e-05 -7.66374e-05 -4.61098e-05 -0.00033209 0.00025329 0.000130524 4.97564e-05 -1.97415e-05 5.10004e-06 -9.61033e-06 4.67072e-05 -4.52136e-05 9.15054e-05
internal_weight=0 495 3261 1226 1136 132 445 111 2035 1004 237 142 95 1985 251 205 1734 1432 1282 150 120 302 243 767 716 334 287 220 167
internal_count=3756 495 3261 1226 1136 132 445 111 2035 1004 237 142 95 1985 251 205 1734 1432 1282 150 120 302 243 767 716 334 287 220 167
is_linear=0
shrinkage=0.0995203


Tree=8710
num_leaves=28
num_cat=0
split_feature=2 3 0 3 3 18 6 8 6 5 0 17 8 26 8 8 18 2 2 0 2 10 17 0 18 0 26
split_gain=0.00802076 0.0141404 0.0358372 0.00579951 0.00878064 0.00767086 0.0276615 0.00710156 0.0012636 0.00214677 0.00619873 0.0010591 0.00100437 0.0015919 0.00110196 0.000789335 0.000685454 0.000543811 0.000695382 0.00107202 0.00104711 0.000450452 0.000940388 0.000520789 0.000402841 0.000401246 0.000339761
threshold=-0.10018999999999999 0.084290000000000018 -0.081094999999999987 0.088745000000000032 0.088475000000000012 -0.091869999999999993 0.082725000000000021 -0.10337499999999999 0.11690000000000002 0.049800000000000011 -0.072039999999999979 0.51292000000000015 -0.082419999999999993 0.087170000000000011 -0.086914999999999992 -0.078704999999999997 -0.14343999999999998 -0.095204999999999998 -0.083974999999999994 -0.079379999999999992 -0.082404999999999992 0.090150000000000022 -0.55754499999999996 -0.079564999999999983 -0.0039399999999999991 -0.113275 0.09032500000000003
decision_type=2 2 2 2 2 2 2 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 16 -7 11 26 -11 17 14 -14 -9 -13 -2 -5 19 -19 -20 22 -3 25 -25 -24 -10
right_child=3 21 -4 8 -6 7 -8 12 9 10 -12 15 13 -15 -16 -17 -18 18 20 -21 -22 -23 23 24 -26 -27 -28
leaf_value=-0.00025589139069508805 -0.0003327457888604016 0.00044739504901352854 0.0033768477293646343 0.00027551621265672557 -0.0016400223133078036 -0.0010463220119689537 -0.0025970334953002287 -6.7170180142452717e-06 -0.00013390095329588752 -0.0014163996619982703 8.3790665534170372e-05 3.3424274034485259e-05 0.00027435401827243905 -0.00020001214704978084 -0.00027969680693870071 0.00061755453397774102 0.00014111826826481542 -4.1391837674447335e-05 0.0002908025756424095 -0.00061293619000833861 -3.3010731102905183e-05 -0.00025439081885510304 -1.5258893091000207e-05 -0.00036312000313891841 0 0.00035305892011253511 0.00020833349209755381
leaf_weight=62 46 50 47 59 47 78 60 337 52 48 61 52 185 111 268 46 87 103 106 50 1442 56 70 57 69 46 61
leaf_count=62 46 50 47 59 47 78 60 337 52 48 61 52 185 111 268 46 87 103 106 50 1442 56 70 57 69 46 61
internal_value=0 0.000313847 0.00130301 -0.000130672 -0.000303108 -0.000248796 -0.000823063 -0.000134748 -2.92206e-05 -0.000253657 -0.000569334 -1.96354e-06 -5.49244e-05 9.37011e-05 -0.000128993 0.000315961 -1.66195e-05 -2.01313e-05 -3.08673e-05 -0.000233522 -1.03086e-05 1.67096e-06 5.35822e-05 -2.44014e-05 -0.000167284 0.000123741 4.36006e-05
internal_weight=0 457 109 3299 1219 1172 193 979 2080 222 109 1858 901 296 605 98 133 1760 1701 153 1548 348 292 242 126 116 113
internal_count=3756 457 109 3299 1219 1172 193 979 2080 222 109 1858 901 296 605 98 133 1760 1701 153 1548 348 292 242 126 116 113
is_linear=0
shrinkage=0.0995203


Tree=8711
num_leaves=34
num_cat=0
split_feature=9 3 9 0 6 1 0 8 8 8 1 9 9 9 2 20 6 20 2 9 26 3 6 0 9 6 3 2 8 26 1 1 1
split_gain=0.00763283 0.0247827 0.0220131 0.0327001 0.0153391 0.00293749 0.00951514 0.0105985 0.00179566 0.00170053 0.00102965 0.00291103 0.00123173 0.00120957 0.000768238 0.0021207 0.00091456 0.00106619 0.000728167 0.00097366 0.00330287 0.00233119 0.00122789 0.00108164 0.000945202 0.00297636 0.00242591 0.000940973 0.000690402 0.000535273 0.000575376 0.00165795 0.00163685
threshold=0.086115000000000011 0.084235000000000018 0.084835000000000022 -0.082494999999999999 -0.092034999999999992 -0.01538 -0.100285 -0.093795000000000003 -0.085499999999999993 -0.088734999999999994 -0.084759999999999988 0.083715000000000026 0.084435000000000024 0.083925000000000013 -0.086554999999999993 -0.085594999999999991 -0.01146 -0.080434999999999993 -0.076254999999999989 0.097510000000000027 0.096535000000000024 0.09940000000000003 0.11229000000000001 -0.085684999999999997 0.11408000000000003 -0.063485 0.11225500000000002 -0.077115000000000003 -0.085814999999999989 0.11746500000000003 -0.080689999999999998 -0.083284999999999984 -0.078729999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -6 12 -12 13 -8 28 -16 17 -17 27 20 22 -21 23 -20 26 -26 -23 29 -7 30 31 -3 -32
right_child=1 18 3 -5 8 14 10 -9 -10 -11 11 -13 -14 -15 15 16 -18 -19 19 21 -22 24 -24 -25 25 -27 -28 -29 -30 -31 32 -33 -34
leaf_value=-0.0022059694632051837 0.0016954169627974094 -4.1478692269658104e-06 -0.0021132106768389403 -0.003299379454660321 0.00012599224957376002 -0.00046184630639066883 4.258432627583366e-05 -0.00031231961702998605 0.00040561460803453141 -0.00064859242423864912 0.00020614424603949193 -0.00070030071287110422 0.00047431923517415148 -0.00047056230488624196 0.00059215398114710659 -0.0003658379641024437 0.00037053430927943746 4.6136690254259254e-05 0.00013583730500693345 0.00056629799187324489 -0.00085999420235318531 -0.0003016605057780209 0.0003996057473410349 -0.00050221734051924052 -0.00086063230213786015 2.2693143287012725e-05 0.00055418353592804888 0.00039697220885856764 3.7813984290427957e-05 0.000254494761406269 -0.00056841569723569188 0.00050573226109122964 -1.7472228649306667e-05
leaf_weight=46 88 356 46 52 50 49 312 84 55 60 64 75 55 53 77 72 71 453 46 59 66 73 48 57 57 107 59 65 56 82 58 76 729
leaf_count=46 88 356 46 52 50 49 312 84 55 60 64 75 55 53 77 72 71 453 46 59 66 73 48 57 57 107 59 65 56 82 58 76 729
internal_value=0 6.19169e-05 -0.000222496 -0.00106115 -0.00050567 -7.15863e-05 -0.000221487 -0.000988678 -5.25447e-05 -0.000289067 -4.16065e-05 -0.000277055 3.43668e-05 -2.96846e-05 6.01146e-05 9.99733e-05 3.50126e-05 -8.80343e-06 -1.18341e-05 -0.000106398 -0.000272524 -2.54487e-06 -1.03281e-05 -0.000209313 -0.000118695 -0.000279325 7.46742e-05 2.71646e-05 -0.000187564 8.05916e-06 -7.84658e-06 8.36583e-05 -5.91156e-05
internal_weight=0 2026 1730 263 211 1467 689 130 165 110 559 139 420 365 778 673 596 525 1938 572 217 355 151 103 296 164 132 1366 105 1301 1219 432 787
internal_count=3756 2026 1730 263 211 1467 689 130 165 110 559 139 420 365 778 673 596 525 1938 572 217 355 151 103 296 164 132 1366 105 1301 1219 432 787
is_linear=0
shrinkage=0.0995203


Tree=8712
num_leaves=27
num_cat=0
split_feature=3 2 9 21 8 1 0 21 21 3 21 2 4 3 20 20 5 1 2 8 20 5 7 3 8 21
split_gain=0.00146263 0.00166214 0.0012751 0.000897298 0.000750546 0.00113406 0.00166731 0.00094459 0.00204486 0.00141532 0.00130319 0.000743372 0.0016597 0.00183245 0.00107274 0.00106744 0.00159082 0.000627176 0.000566415 0.000524352 0.00048982 0.000722125 0.00174468 0.000534861 0.000182915 6.21656e-05
threshold=0.10502000000000002 -0.096664999999999987 0.14523000000000005 -0.076335 -0.097249999999999989 0.10924000000000002 -0.1021 0.09266000000000002 0.096850000000000033 0.099145000000000025 0.091040000000000024 -0.095204999999999998 0.10801000000000002 0.11061500000000002 -0.094259999999999997 -0.077394999999999992 0.40249000000000007 -0.084759999999999988 -0.076615000000000003 -0.071594999999999992 -0.079725000000000004 0.063170000000000018 0.058975000000000007 0.088745000000000032 -0.39070999999999995 0.087705000000000019
decision_type=2 2 2 2 2 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 -2 18 7 -7 10 -9 -10 17 12 13 -5 -13 16 -16 -6 -3 -17 25 22 -22 -23 -20 -1
right_child=2 4 -4 11 5 6 -8 8 9 -11 -12 14 -14 -15 15 19 -18 -19 24 -21 21 23 -24 -25 -26 -27
leaf_value=4.6952915591494698e-05 0.0003947319073202948 0.00039022642851836741 0.00059161625546144843 8.9042700270915208e-05 9.0224400800961588e-05 -0.00073548597123325834 7.9826956590406155e-06 0.00060508946268704618 -0.00012098348301963665 0.00047178111813504586 -0.00052317246938725446 -0.00039002474375486183 -0.00017578627988007922 0.00096670395789577427 0.00076885821706273408 -9.9675622090527729e-05 2.5106205161606223e-05 -4.2507836680036849e-05 0.00017107110718522122 8.9777146267672404e-05 -0.00071259704895818617 -0.00032623838091898989 -5.7243963540481037e-06 0.00010519795370993285 -9.5158786163068319e-05 -0.00010833434923334333
leaf_weight=50 89 86 54 53 505 51 67 80 170 52 49 58 53 46 48 281 76 1166 50 298 90 52 60 59 49 46
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internal_value=0 -2.038e-05 0.000117748 9.13932e-05 9.9835e-06 -6.27103e-06 -0.00030641 1.08396e-05 0.000173419 1.41748e-05 -1.72304e-05 6.09269e-05 0.000262309 0.000505114 1.96276e-05 5.45899e-05 0.000319612 -1.90436e-06 0.000202434 -7.54118e-07 -0.000220418 -0.000291393 -0.000435306 -8.95414e-05 3.10318e-05 -1.89282e-05
internal_weight=0 2682 1056 1002 2325 2140 118 2022 302 222 1720 913 152 99 761 703 124 1671 185 579 357 261 150 111 99 96
internal_count=3738 2682 1056 1002 2325 2140 118 2022 302 222 1720 913 152 99 761 703 124 1671 185 579 357 261 150 111 99 96
is_linear=0
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Tree=8713
num_leaves=37
num_cat=0
split_feature=3 2 9 26 2 3 3 9 4 21 3 3 26 5 5 22 20 17 20 3 20 3 26 3 26 20 2 19 21 5 9 9 4 4 9 9
split_gain=0.00119528 0.00134812 0.00103318 0.000777424 0.00120565 0.000679064 0.00125627 0.000787724 0.000995264 0.000676992 0.00056873 0.00105271 0.00138256 0.00104607 0.00118483 0.000860088 0.000775489 0.00157015 0.00137698 0.000666698 0.000800449 0.001171 0.000913215 0.000587394 0.000831971 0.00156703 0.000624136 0.000536355 0.000744195 0.00144766 0.00096109 0.000785164 0.00123205 0.00051389 0.000301822 0.000106106
threshold=0.10486500000000003 -0.096664999999999987 0.14523000000000005 0.084355000000000027 -0.10598499999999998 0.11197500000000002 0.10960500000000002 0.095950000000000021 0.10533000000000002 1.0000000180025095e-35 0.089395000000000016 0.087925000000000017 0.08494500000000002 -0.013384999999999999 -0.0033300000000000001 0.079065000000000024 -0.009049999999999999 -0.017704999999999995 -0.071149999999999991 0.090835000000000013 -0.081744999999999998 0.090360000000000024 0.089725000000000013 0.091225000000000014 -0.011984999999999999 -0.079725000000000004 -0.080644999999999994 0.12477000000000003 0.11932500000000003 0.51100000000000012 0.09143500000000003 0.098875000000000018 0.11394500000000003 0.082225000000000034 0.086345000000000019 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 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 33 6 7 8 9 -2 11 15 -13 -14 -15 16 18 -18 -3 20 -12 22 -22 -21 25 -25 -26 28 29 30 -7 32 -30 35 -5 -1
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leaf_weight=46 50 219 54 50 46 297 71 61 47 46 48 80 79 46 59 75 261 427 52 55 54 52 46 56 128 65 516 53 46 73 175 48 46 80 85 46
leaf_count=46 50 219 54 50 46 297 71 61 47 46 48 80 79 46 59 75 261 427 52 55 54 52 46 56 128 65 516 53 46 73 175 48 46 80 85 46
internal_value=0 -1.86759e-05 0.000105788 -0.000199952 -0.000316287 8.22204e-05 0.000216217 8.59922e-05 0.000216547 0.0004026 8.57689e-06 5.25733e-05 0.000230042 7.47322e-05 0.000283753 6.47048e-06 -1.81041e-05 3.70981e-05 -0.000161269 -4.66082e-05 -0.000209654 -0.000323156 -0.000114124 -5.84263e-06 -2.94058e-05 0.000208244 -7.53286e-05 3.118e-05 5.5773e-05 1.6822e-06 6.6963e-05 0.000260493 0.00043179 -0.000188916 -6.02911e-06 -1.90034e-05
internal_weight=0 2671 1067 353 218 1013 275 204 143 96 2318 1298 264 184 105 1034 959 688 271 1020 200 152 100 820 765 121 644 738 685 545 472 140 92 172 135 92
internal_count=3738 2671 1067 353 218 1013 275 204 143 96 2318 1298 264 184 105 1034 959 688 271 1020 200 152 100 820 765 121 644 738 685 545 472 140 92 172 135 92
is_linear=0
shrinkage=0.0995203


Tree=8714
num_leaves=39
num_cat=0
split_feature=3 2 1 3 9 3 9 3 8 3 18 18 0 0 3 6 8 2 2 26 5 5 2 3 3 5 1 26 3 0 19 18 2 21 1 1 2 3
split_gain=0.000999385 0.00109499 0.00109078 0.00105149 0.00123381 0.00303922 0.00129314 0.00128759 0.00122203 0.00202537 0.000862088 0.000771054 0.000691291 0.00143389 0.00159434 0.0015899 0.00140435 0.00103683 0.00209901 0.00168575 0.00114765 0.000974578 0.00343454 0.00440136 0.00219534 0.00156882 0.00120361 0.000969345 0.000725845 0.000650273 0.00046072 0.000572779 0.000456299 0.000637617 0.000801802 0.000785352 0.000312712 0.000254164
threshold=0.10726500000000001 -0.096664999999999987 -0.49056499999999997 0.10892000000000003 0.09143500000000003 0.11404500000000002 0.094010000000000024 0.14530500000000005 0.0012600000000000003 0.12015500000000003 0.10307000000000002 -0.090104999999999991 -0.086775000000000005 -0.084665000000000004 0.087570000000000023 0.087670000000000012 -0.085814999999999989 -0.07934999999999999 -0.08040499999999999 0.087675000000000017 -0.0047599999999999995 -0.040404999999999996 -0.072895000000000001 0.092300000000000021 0.095490000000000019 -0.0093650000000000001 -0.048734999999999994 0.090385000000000021 0.088535000000000016 -0.080884999999999999 0.083605000000000027 -0.018629999999999997 -0.077115000000000003 0.084795000000000023 -0.00050999999999999993 -0.018369999999999997 -0.13535499999999998 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -2 -4 5 -5 -6 10 9 -7 -8 29 17 14 15 16 -14 18 19 20 -3 22 24 -24 -15 26 -23 -21 -27 -1 31 -13 -19 35 -35 -34 37 -33
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leaf_weight=51 57 291 54 72 49 68 239 62 46 256 48 49 52 201 83 69 53 64 47 56 46 122 57 47 52 274 73 51 359 66 57 54 54 64 170 118 51 56
leaf_count=51 57 291 54 72 49 68 239 62 46 256 48 49 52 201 83 69 53 64 47 56 46 122 57 47 52 274 73 51 359 66 57 54 54 64 170 118 51 56
internal_value=0 -1.4909e-05 0.000103096 7.51136e-05 4.66723e-05 -6.6444e-05 0.000174351 0.000104337 4.66117e-05 0.000116753 1.25574e-05 -0.000171073 9.7055e-06 -3.3478e-05 -0.000246729 -0.000418895 -0.000165098 7.53551e-05 0.000176732 0.000107655 0 1.20805e-05 -0.000124533 -0.000606822 7.0485e-05 7.19713e-05 0.000318829 0.000451807 -2.78152e-06 -0.000385824 -7.39031e-05 -0.00014415 -2.88094e-05 8.1717e-06 0.000116987 -0.000135108 -0.000236789 -0.000131587
internal_weight=0 2787 951 894 840 442 398 349 370 324 287 384 2403 1442 257 174 105 961 491 444 337 1185 357 104 253 828 195 107 633 117 267 210 470 406 234 172 161 110
internal_count=3738 2787 951 894 840 442 398 349 370 324 287 384 2403 1442 257 174 105 961 491 444 337 1185 357 104 253 828 195 107 633 117 267 210 470 406 234 172 161 110
is_linear=0
shrinkage=0.0995203


Tree=8715
num_leaves=29
num_cat=0
split_feature=3 2 26 27 18 21 26 5 18 8 18 3 18 17 18 26 5 2 17 26 3 2 8 3 5 0 3 5
split_gain=0.000837752 0.000879482 0.000784231 0.00111361 0.000726501 0.000633151 0.000663935 0.000629707 0.000851776 0.000610811 0.000671825 0.000776262 0.000806446 0.00114004 0.00057534 0.00112256 0.00143507 0.000897236 0.000728437 0.000456541 0.000438886 0.00102905 0.000417382 0.000415875 0.000325444 0.000525829 0.000314028 0.000227914
threshold=0.10486500000000003 -0.096664999999999987 -0.23202999999999999 0.10758500000000003 -0.090104999999999991 -0.076335 0.15222000000000005 -0.47386999999999996 0.10435500000000002 -0.097249999999999989 -0.091869999999999993 0.08920500000000002 -0.10303999999999999 -0.096019999999999994 -0.085834999999999995 0.085300000000000029 0.0016150000000000003 0.096520000000000022 0.0036400000000000009 -0.0083299999999999989 0.087045000000000025 -0.076615000000000003 -0.090440000000000006 0.094410000000000008 0.063170000000000018 -0.080074999999999993 0.085730000000000015 -0.092864999999999989
decision_type=2 2 2 2 2 2 2 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 19 -4 7 22 -9 20 11 12 26 -14 15 -12 -17 18 -16 -1 -3 -22 -7 -13 25 27 -11 -6
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leaf_weight=48 60 81 82 49 68 46 51 571 137 46 84 55 49 54 1001 57 48 47 590 60 54 50 71 54 72 59 48 46
leaf_count=48 60 81 82 49 68 46 51 571 137 46 84 55 49 54 1001 57 48 47 590 60 54 50 71 54 72 59 48 46
internal_value=0 -1.60871e-05 8.8094e-05 0.000109492 -0.000162508 8.48197e-05 5.89404e-05 3.63079e-05 7.24742e-05 5.8577e-06 -8.82207e-06 0.000127118 0.000246075 0.000439029 -3.20384e-05 -0.000196751 1.26523e-05 -1.25333e-05 0 -0.000379138 0.000179536 0.000314857 -0.000175548 -8.03682e-05 -6.36729e-05 -0.000139772 2.59368e-05 -7.55264e-06
internal_weight=0 2671 1067 1007 353 958 876 825 708 2318 2133 306 197 103 1827 189 105 1638 1591 108 185 104 117 109 245 173 94 114
internal_count=3738 2671 1067 1007 353 958 876 825 708 2318 2133 306 197 103 1827 189 105 1638 1591 108 185 104 117 109 245 173 94 114
is_linear=0
shrinkage=0.0995203


Tree=8716
num_leaves=13
num_cat=0
split_feature=6 9 5 0 2 5 5 0 21 6 17 6
split_gain=0.0223986 0.00206081 0.000696679 0.00128462 0.00181068 0.000912747 0.0010572 0.000615731 0.000682391 0.0006057 0.000657567 0.000367969
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -5 6 9 8 -4 11 -11 -1
right_child=-2 -3 3 4 -6 -7 -8 -9 -10 10 -12 -13
leaf_value=5.9853053275478987e-06 -0.0020689310093772164 -0.00059670335342555518 -0.00033314775491497022 -8.1029430765842612e-06 -0.00067386895476348647 0.00038186807050930965 -0.00034704078984861144 0.00032225134069859229 0.00014567856366204992 7.9478948854733812e-05 -4.7974770357376677e-05 -0.00011273282483967901
leaf_weight=576 53 58 55 87 80 66 81 57 61 1595 527 452
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internal_value=0 -8.12959e-06 1.03144e-06 -0.000134361 -0.000331935 1.5242e-05 7.49952e-06 5.16277e-05 -7.42941e-05 1.68762e-05 4.744e-05 -4.54174e-05
internal_weight=0 3695 3637 340 167 3297 3231 173 116 3150 2122 1028
internal_count=3748 3695 3637 340 167 3297 3231 173 116 3150 2122 1028
is_linear=0
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Tree=8717
num_leaves=19
num_cat=0
split_feature=20 6 5 2 8 4 3 3 5 5 8 6 8 4 9 20 20 29
split_gain=0.0185925 0.00183484 0.000579186 0.0014245 0.00125229 0.00109807 0.00055205 0.00154934 0.00302239 0.00203489 0.00107946 0.00126815 0.0014653 0.000581159 0.000915112 0.000575824 0.00104639 0.000634224
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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 -6 10 8 9 -8 11 12 -3 -12 -15 16 -9 -17
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leaf_count=48 66 392 47 80 48 46 241 271 74 205 83 72 69 46 86 1562 261 51
internal_value=0 -8.33344e-06 8.86438e-07 -0.000155001 2.98735e-05 -0.000173586 1.12204e-05 3.2629e-05 0.000186783 8.69811e-05 -6.39607e-05 1.05e-05 7.26578e-05 -0.000252362 -0.000382841 -4.35986e-06 -9.44679e-05 2.48521e-05
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internal_count=3748 3700 3634 221 141 94 3413 2665 520 446 748 533 461 215 132 2145 532 1613
is_linear=0
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Tree=8718
num_leaves=16
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split_feature=21 9 26 1 17 2 1 1 26 0 17 9 2 0 1
split_gain=0.00984263 0.00185371 0.000642608 0.00113232 0.00436968 0.00330663 0.00115507 0.00206747 0.00107547 0.000644409 0.00100182 0.00218383 0.00214475 0.000699324 0.00052042
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -4 -5 -7 -8 9 13 11 -11 -12 14 -2
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leaf_weight=75 328 64 72 71 46 60 94 316 61 109 221 168 97 49 1917
leaf_count=75 328 64 72 71 46 60 94 316 61 109 221 168 97 49 1917
internal_value=0 -7.252e-06 1.937e-06 9.09908e-05 -0.000185219 0.000152749 5.52453e-05 0.00011643 -1.76792e-05 -8.65842e-06 -0.000101128 -0.0002397 1.70039e-05 1.49688e-05 6.47984e-06
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is_linear=0
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Tree=8719
num_leaves=9
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split_feature=6 4 36 4 23 4 5 3
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decision_type=2 2 2 2 2 2 2 2
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right_child=-2 -3 -4 -5 5 6 -8 -9
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leaf_weight=69 53 61 65 54 1338 55 49 2004
leaf_count=69 53 61 65 54 1338 55 49 2004
internal_value=0 -3.18246e-06 5.38061e-06 1.09359e-05 5.35864e-06 1.19334e-05 0.000284098 3.21894e-06
internal_weight=0 3695 3634 3569 3515 3446 104 3342
internal_count=3748 3695 3634 3569 3515 3446 104 3342
is_linear=0
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Tree=8720
num_leaves=15
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split_gain=0.00375677 0.0159661 0.00229962 0.00156542 0.000674807 0.000578117 0.00105533 0.0012305 0.000847611 0.000644882 0.00229023 0.000891736 0.000354474 0.000843163
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -8 -2 10 -7 -11 13 -3
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leaf_weight=46 56 52 46 75 86 580 69 625 47 124 75 1739 82 48
leaf_count=46 56 52 46 75 86 580 69 625 47 124 75 1739 82 48
internal_value=0 -0.00040548 1.12347e-05 1.74763e-06 -7.93368e-06 -5.46024e-07 7.30714e-05 0.000117961 -0.000221444 -2.41726e-05 -0.000109172 5.27231e-06 8.73092e-06 0.000138676
internal_weight=0 228 3522 3476 3401 3315 797 694 103 2518 655 1863 182 100
internal_count=3750 228 3522 3476 3401 3315 797 694 103 2518 655 1863 182 100
is_linear=0
shrinkage=0.0995203


Tree=8721
num_leaves=10
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split_feature=28 9 6 23 8 6 17 2 10
split_gain=0.0132071 0.00254973 0.000832349 0.00059482 0.000693954 0.000592233 0.000619858 0.000886751 0.000791175
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decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 -5
right_child=-2 -3 -4 5 -6 -7 7 -9 -10
leaf_value=5.3050191015614674e-06 -0.0013767503846073724 0.00072602092295737748 0.00032684422765978709 4.632842922713314e-05 -0.00051615840488105236 -0.00033352680725240186 -0.00019372264800012018 4.5492859145003527e-06 -0.00029926771607158883
leaf_weight=47 69 49 77 2307 48 51 320 715 67
leaf_count=47 69 49 77 2307 48 51 320 715 67
internal_value=0 1.28487e-05 3.00177e-06 -3.78227e-06 -0.000249554 2.72922e-06 7.99988e-06 -5.59612e-05 3.623e-05
internal_weight=0 3681 3632 3555 95 3460 3409 1035 2374
internal_count=3750 3681 3632 3555 95 3460 3409 1035 2374
is_linear=0
shrinkage=0.0995203


Tree=8722
num_leaves=15
num_cat=0
split_feature=28 29 20 0 9 0 4 6 17 17 3 3 3 3
split_gain=0.0107094 0.00250172 0.00114027 0.000603859 0.00102121 0.00363348 0.00216726 0.00122089 0.00107248 0.000754976 0.00104976 0.0019059 0.00121106 0.000678354
threshold=0.083225000000000021 -0.11266 -0.41270499999999993 -0.095339999999999994 0.11408000000000003 -0.071484999999999993 0.14699000000000004 0.10538000000000002 -0.000475 -0.093784999999999993 0.094970000000000013 0.091975000000000015 0.10057000000000002 0.089535000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 9 6 -6 8 -7 -5 13 11 -11 -12 -4
right_child=-2 2 3 4 5 7 -8 -9 -10 10 12 -13 -14 -15
leaf_value=0.00069700014561577684 -0.001239735916071822 0.00049403162332728955 -0.00045047292484444917 2.1304599068475411e-05 -0.0010187021920650661 0.00034334506270844418 0.00064954668921466481 -0.00031347153631817391 -0.00011522104647039634 0.00013332850058692222 -0.00042874806989321465 0.00081094742457941005 6.5560153477252204e-05 3.946485459589191e-05
leaf_weight=52 69 46 49 1655 46 59 48 53 864 291 57 49 353 59
leaf_count=52 69 46 49 1655 46 59 48 53 864 291 57 49 353 59
internal_value=0 1.157e-05 1.52288e-06 -4.57168e-06 -2.77108e-05 -0.000273525 -1.22619e-05 2.52209e-05 -2.51978e-05 6.79639e-05 0.000104077 0.000233393 -1.16414e-06 -0.000175242
internal_weight=0 3681 3629 3583 2725 158 2567 112 2519 858 750 340 410 108
internal_count=3750 3681 3629 3583 2725 158 2567 112 2519 858 750 340 410 108
is_linear=0
shrinkage=0.0995203


Tree=8723
num_leaves=12
num_cat=0
split_feature=3 2 27 6 30 17 23 0 10 17 5
split_gain=0.00315606 0.0134967 0.00217222 0.000887871 0.000809527 0.000767903 0.000723295 0.000667365 0.000934598 0.000861896 0.000163012
threshold=0.07728500000000002 -0.055654999999999996 0.10868000000000001 0.18123500000000006 0.10484500000000002 -0.0064000000000000003 0.086650000000000019 -0.095114999999999991 0.08821500000000003 -0.093784999999999993 -0.47090499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -3 7 9 -9 -2 -7
right_child=2 5 -4 -5 -6 10 -8 8 -10 -11 -12
leaf_value=-0.0016089301239317999 -0.0001856536013588173 0.0003428038797971495 0.00053233786718821189 0.00033984578437421518 -0.00039220296396925378 3.2753574144142903e-05 -0.00037580831516275168 -1.0457908009878739e-05 -0.00046399596524712364 0.00012758931525749773 -0.00021993341251739536
leaf_weight=63 98 73 78 75 53 46 50 2449 46 673 46
leaf_count=63 98 73 78 75 53 46 50 2449 46 673 46
internal_value=0 -0.00036899 1.29745e-05 9.74168e-07 -6.32674e-06 9.94813e-05 0 5.59168e-06 -1.91478e-05 8.6712e-05 -8.46919e-05
internal_weight=0 228 3522 3444 3369 165 3316 3266 2495 771 92
internal_count=3750 228 3522 3444 3369 165 3316 3266 2495 771 92
is_linear=0
shrinkage=0.0995203


Tree=8724
num_leaves=17
num_cat=0
split_feature=28 18 18 17 18 6 8 8 17 9 20 5 18 9 21 3
split_gain=0.0129367 0.0109214 0.00388028 0.0172093 0.00333036 0.0111399 0.00255916 0.0137732 0.00255298 0.00149602 0.00104007 0.0010371 0.00115313 0.000934113 0.000763245 0.000544713
threshold=0.083225000000000021 0.26473000000000008 -0.093649999999999997 0.0047200000000000011 -0.088855000000000003 0.090600000000000028 -0.10337499999999999 -0.11257499999999999 -0.55286000000000002 0.084055000000000032 -0.24910499999999999 0.27287000000000011 -0.26599999999999996 0.11640000000000002 0.097640000000000018 0.08511500000000001
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 9 7 14 -1 -4 -8 15 -13 -12 -6 -10
right_child=-2 -3 4 -5 6 -7 10 -9 11 -11 13 12 -14 -15 -16 -17
leaf_value=0.00072768342503046722 0.0013917787680302104 0.0012465780125677519 -0.00042568973413709279 0.0020653339951366844 3.4662933264190884e-05 -0.001814558606757555 0.0004312214092113378 -0.0018544688877851782 0.00037097657650660761 0.00026309074123856695 -2.6430666962996482e-05 -2.6604166749460995e-05 -0.00053902561193158857 0.00023051913600381888 -0.00035381733239970295 3.3964498357924327e-05
leaf_weight=51 68 69 52 46 249 46 54 48 66 78 2282 165 61 149 62 194
leaf_count=51 68 69 52 46 249 46 54 48 66 78 2282 165 61 149 62 194
internal_value=0 6.17293e-06 -1.73545e-05 0.000217392 -6.29425e-05 -0.000483435 -3.66326e-05 -0.000285014 5.75702e-05 -6.12438e-06 -4.20198e-07 -1.1066e-05 -0.000168535 -1.0345e-05 -4.01511e-05 0.000122662
internal_weight=0 3672 3603 583 3020 176 2844 359 537 130 2485 486 226 2431 311 260
internal_count=3740 3672 3603 583 3020 176 2844 359 537 130 2485 486 226 2431 311 260
is_linear=0
shrinkage=0.0995203


Tree=8725
num_leaves=18
num_cat=0
split_feature=28 2 2 2 8 8 5 1 4 23 6 5 2 19 8 20 5
split_gain=0.010489 0.0024057 0.0577494 0.0115931 0.0029512 0.013823 0.00161401 0.000874155 0.000829685 0.00075015 0.000777978 0.000638885 0.00112398 0.000966012 0.000527291 0.000439075 0.000387451
threshold=0.083225000000000021 -0.083204999999999987 -0.083534999999999984 -0.08385999999999999 -0.099434999999999996 -0.11257499999999999 -0.50749999999999995 0.0036400000000000009 0.13300500000000004 0.084760000000000016 0.18123500000000006 0.51100000000000012 -0.073884999999999992 0.12477000000000003 -0.42441999999999996 -0.15498999999999999 -0.021739999999999999
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 -1 14 -9 10 11 13 -13 -6 -3 -8 -17
right_child=-2 4 -4 -5 9 -7 15 8 -10 -11 -12 12 -14 -15 -16 16 -18
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leaf_weight=62 68 72 50 48 1758 50 48 56 68 46 57 52 62 92 67 239 845
leaf_count=62 68 72 50 48 1758 50 48 56 68 46 57 52 62 92 67 239 845
internal_value=0 5.58079e-06 0.000115112 -1.77314e-05 -5.35351e-05 -0.000338403 4.2565e-05 -4.68391e-05 -0.000241169 -1.00022e-05 -1.94332e-05 -3.03354e-05 -0.000259466 -1.57735e-05 0.000120631 1.47417e-05 9.40685e-07
internal_weight=0 3672 1292 1242 2380 313 1194 263 124 2067 2021 1964 114 1850 139 1132 1084
internal_count=3740 3672 1292 1242 2380 313 1194 263 124 2067 2021 1964 114 1850 139 1132 1084
is_linear=0
shrinkage=0.0995203


Tree=8726
num_leaves=16
num_cat=0
split_feature=18 28 18 18 18 1 20 8 8 17 21 18 26 17 21
split_gain=0.00861727 0.0088318 0.00320767 0.0137664 0.00279181 0.00975931 0.0021831 0.0017894 0.00960551 0.00132919 0.000898088 0.000891196 0.000733411 0.00102647 0.000589537
threshold=0.26473000000000008 0.083225000000000021 -0.093649999999999997 -0.096219999999999986 -0.088855000000000003 -0.088174999999999989 -0.0058900000000000003 -0.10337499999999999 -0.11257499999999999 -0.55286000000000002 -0.10223999999999998 -0.081614999999999993 0.097125000000000031 -0.50029000000000001 0.097640000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 -4 -7 8 14 -1 -9 -12 13 -11 -6
right_child=-2 -3 4 -5 7 6 -8 10 -10 12 11 -13 -14 -15 -16
leaf_value=0.00053447233948859503 0.0011275960617935571 0.0011285430511047475 -0.0014361427578231094 0.0016524424527232622 2.9002676019024279e-05 -0.00031311459761967274 0.0005584862740617019 0.00041380368527048036 -0.0015520768440308824 -0.00036139783805214592 0.00018377743744400367 -3.0914173573614814e-05 -0.00036025963578218399 9.1542163814667152e-05 -0.00031214663896363267
leaf_weight=48 69 68 63 58 249 58 55 50 48 57 209 2226 54 366 62
leaf_count=48 69 68 63 58 249 58 55 50 48 57 209 2226 54 366 62
internal_value=0 4.7455e-06 -1.62369e-05 0.000197165 -5.77044e-05 -0.000442733 0.000103871 -3.35893e-05 -0.000241313 3.4832e-05 -3.25071e-06 -1.21506e-05 -1.37302e-05 2.85724e-05 -3.63756e-05
internal_weight=0 3671 3603 583 3020 176 113 2844 359 525 2485 2435 477 423 311
internal_count=3740 3671 3603 583 3020 176 113 2844 359 525 2485 2435 477 423 311
is_linear=0
shrinkage=0.0995203


Tree=8727
num_leaves=22
num_cat=0
split_feature=3 18 18 2 2 3 3 3 2 0 18 3 18 2 18 6 2 0 2 4 3
split_gain=0.00855827 0.0565935 0.00862976 0.00137507 0.0109331 0.00233011 0.015402 0.00135529 0.00100407 0.00306705 0.00120237 0.000975328 0.000859546 0.000843245 0.00122817 0.000768338 0.000589295 0.00183475 0.000592248 0.000554101 0.000771214
threshold=0.083955000000000016 -0.095364999999999991 0.26473000000000008 -0.083665000000000003 -0.083344999999999989 0.08802500000000002 0.087570000000000023 0.088605000000000017 -0.084979999999999986 -0.087184999999999999 -0.018864999999999996 0.084505000000000011 0.086510000000000017 -0.085804999999999992 -0.0092699999999999987 0.18123500000000006 -0.086304999999999993 -0.084369999999999987 -0.086849999999999997 0.13528000000000004 0.014805000000000004
decision_type=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 8 -5 6 12 -7 11 -10 -11 -2 -6 14 -3 -9 18 -18 -13 20 -15
right_child=2 13 -4 4 5 7 -8 15 9 10 -12 16 -14 19 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0034231872431933221 -0.00040215334980459277 0.0005377448910557415 0.0010890368697306452 -0.0015820698980176142 0.00013597445399627991 0.00045110553694171292 -0.0018272679651147579 -4.6140623574374484e-05 0.00085932235738878278 0.00030214351577943896 -0.00035198568605892064 3.466225758234574e-05 -0.0002038557548565254 0.00013640265483261929 -5.3593893128283678e-05 0.00030645318188481839 -0.00066339523761103588 0.00011946924737079829 0.00036992823973313336 -0.00044603040172525146 -0.00031825946926852518
leaf_weight=55 56 55 67 48 166 59 55 1717 57 53 58 630 132 87 89 63 47 77 58 48 63
leaf_count=55 56 55 67 48 166 59 55 1717 57 53 58 630 132 87 89 63 47 77 58 48 63
internal_value=0 0.000460126 -2.85028e-05 -5.16084e-05 -9.55706e-05 -6.2646e-05 -0.000296989 -1.72183e-05 4.26549e-05 0.000265356 -3.22787e-05 0 -1.18073e-05 -1.39961e-05 0.00016658 -3.32013e-05 2.72552e-05 -0.00017066 6.41158e-05 -0.000149459 -4.9098e-05
internal_weight=0 397 3343 3276 2240 2192 353 1839 1036 168 111 868 298 342 144 1780 812 124 688 198 150
internal_count=3740 397 3343 3276 2240 2192 353 1839 1036 168 111 868 298 342 144 1780 812 124 688 198 150
is_linear=0
shrinkage=0.0995203


Tree=8728
num_leaves=20
num_cat=0
split_feature=28 2 3 3 5 2 5 9 22 5 5 2 1 1 1 20 2 9 20
split_gain=0.0079751 0.00153435 0.000964995 0.00131335 0.00101778 0.00201264 0.00113287 0.000858305 0.000791402 0.000699407 0.00164224 0.000698656 0.00104216 0.000773583 0.000714259 0.000653597 0.00114055 0.000566694 0.000168143
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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 6 -6 7 -4 11 15 -11 12 13 -1 -14 -5 -17 -12 -8
right_child=-2 -3 3 9 5 -7 18 -9 -10 10 17 -13 14 -15 -16 16 -18 -19 -20
leaf_value=-0.00015810694178601585 0.001057154744827739 0.00052351248787165904 -0.00018893769527803927 -6.814631285704807e-05 0.00040409699144710432 -0.00043959634716473592 0.0007558253679063161 0.00034447741097036716 0.00018288788065709235 -0.00060415358011859635 -4.161020265620695e-05 -0.00049080866616303123 0.00026747374804531596 -0.00069105082571142102 -8.7623365581802906e-05 -7.1400460814123772e-05 0.00050166029959969739 8.9557245582312702e-05 0.0004193706244766695
leaf_weight=74 71 53 49 76 53 59 46 72 89 48 1579 50 60 48 711 52 90 409 47
leaf_count=74 71 53 49 76 53 59 46 72 89 48 1579 50 60 48 711 52 90 409 47
internal_value=0 -7.62649e-06 -1.56467e-05 1.66162e-05 0.000203443 -3.30394e-05 0.000331035 0.000121701 -9.70971e-05 -1.00418e-05 -2.85231e-05 -0.00012439 -0.000102957 -0.0003745 -5.89276e-05 0.000158808 0.000286042 -1.42128e-05 0.000594592
internal_weight=0 3665 3612 2580 326 112 214 121 1032 2254 2036 943 893 122 771 218 142 1988 93
internal_count=3736 3665 3612 2580 326 112 214 121 1032 2254 2036 943 893 122 771 218 142 1988 93
is_linear=0
shrinkage=0.0995203


Tree=8729
num_leaves=18
num_cat=0
split_feature=3 4 38 21 9 21 23 20 20 21 29 9 3 2 26 21 21
split_gain=0.00400394 0.0152103 0.00145342 0.000724398 0.00106365 0.00140119 0.000727863 0.000630969 0.000855905 0.000756908 0.000595121 0.000589281 0.000558768 0.001111 0.00043445 0.000193975 0.000157055
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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 14 7 8 9 10 -5 -4 13 -9 16 -14 -2
right_child=3 2 11 6 -6 -7 -8 12 -10 -11 -12 -13 15 -15 -16 -17 -18
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leaf_weight=46 46 80 46 2752 84 60 57 54 71 74 55 55 51 55 51 46 53
leaf_count=46 46 80 46 2752 84 60 57 54 71 74 55 55 51 55 51 46 53
internal_value=0 0.000416331 1.11745e-06 -1.48442e-05 0.000134196 0.000255432 -2.8728e-05 -2.2091e-05 -3.40672e-05 -2.53499e-05 -3.38934e-05 0.000256579 0.000145556 0.000300738 8.65357e-05 -2.03844e-05 -2.7488e-05
internal_weight=0 227 181 3509 294 210 3215 3158 2952 2881 2807 101 206 109 150 97 99
internal_count=3736 227 181 3509 294 210 3215 3158 2952 2881 2807 101 206 109 150 97 99
is_linear=0
shrinkage=0.0995203


Tree=8730
num_leaves=22
num_cat=0
split_feature=8 18 2 8 7 2 21 6 1 2 5 5 19 0 9 17 0 2 0 4 4
split_gain=0.00452234 0.00959913 0.00100538 0.000995744 0.000670999 0.000899049 0.000891269 0.000769429 0.00195147 0.000490514 0.000517346 0.00162134 0.000481075 0.000453835 0.000414336 0.000410776 0.000387165 0.000347558 0.000291798 0.00028023 0.000190137
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decision_type=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 -2 6 12 -7 -9 10 11 -8 15 -12 -5 -6 17 20 -18 -20 -3
right_child=4 2 -4 14 5 7 9 8 -10 -11 13 -13 -14 -15 -16 -17 18 -19 19 -21 -22
leaf_value=0.0016582181664244868 -0.00040795476083705208 0.00012772772561530187 0.00056784542542362957 0.0005074389898439668 -8.6441797393358084e-05 0.00042276356354500655 0 0.00047458257127222275 -0.0003899882868759121 -0.00035730771586306529 0.00010322614187677021 -0.00061595893613640732 0.00041956765162708777 -4.9410652787342691e-05 0.00010970269775745785 0.00027011484425931216 -0.00032896940140067884 0.0002984979334051598 0.00015410452341666384 -0.00018277094484444133 -0.00015303317716706071
leaf_weight=46 47 48 51 66 74 78 124 48 56 53 207 64 55 2364 53 54 46 58 46 51 47
leaf_count=46 47 48 51 66 74 78 124 48 56 53 207 64 55 2364 53 54 46 58 46 51 47
internal_value=0 0.000284933 0.000147615 9.4e-05 -3.3402e-05 -2.76033e-05 -4.08783e-05 0.000186353 1.17305e-06 -5.49484e-05 -4.88434e-05 -0.000209149 0.000170851 -3.68029e-05 0.000337175 5.75851e-05 -9.97394e-07 0.000106217 -0.000121434 -1.45761e-05 -2.55793e-06
internal_weight=0 512 466 415 3224 3177 2995 182 104 2812 2759 188 183 2571 119 128 296 153 143 97 95
internal_count=3736 512 466 415 3224 3177 2995 182 104 2812 2759 188 183 2571 119 128 296 153 143 97 95
is_linear=0
shrinkage=0.0995203


Tree=8731
num_leaves=22
num_cat=0
split_feature=28 2 3 3 1 26 18 4 18 8 8 18 3 2 9 9 9 26 9 3 18
split_gain=0.0064296 0.00093965 0.000842472 0.00105212 0.00119375 0.00194447 0.00104197 0.0030526 0.000896448 0.00123767 0.000628929 0.00123316 0.00154352 0.00117496 0.000469432 0.00182661 0.00131444 0.00448614 0.000963788 0.00078835 0.000260333
threshold=0.083225000000000021 0.50951500000000005 0.087385000000000032 0.088605000000000017 -0.010395 0.084645000000000012 -0.099739999999999995 0.081905000000000019 -0.0092699999999999987 -0.081864999999999993 -0.094375000000000001 0.086510000000000017 0.085795000000000024 -0.011474999999999999 0.090255000000000016 0.08938500000000002 0.09143500000000003 0.090275000000000022 0.088610000000000008 0.11125500000000002 0.083830000000000029
decision_type=2 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 -6 7 -1 9 -4 20 13 -13 -12 15 18 17 -16 -5 -18 -8
right_child=-2 -3 3 14 5 -7 10 -9 -10 -11 11 12 -14 -15 16 -17 19 -19 -20 -21 -22
leaf_value=-0.00086209846402021683 0.00094717515066978912 0.00040655225377266279 -0.0005216910925549687 3.3914413596655399e-05 0.00094012655587456188 3.5108100614298431e-05 1.6789986483635117e-05 0.00014052540152184552 0.00028853248141541804 0.00016002240989979337 -6.5869586717442319e-05 -7.3618179855341231e-05 -0.0007323148674806449 0.00044532575893801941 -0.0011355123278564663 0.00048847346740833199 -7.6322209086198596e-05 0.00011407375181215628 -0.00030067293267162172 0.00010292800611793301 0.00031787927890196432
leaf_weight=61 71 53 48 914 47 51 75 57 84 56 586 91 61 48 46 83 720 72 94 365 53
leaf_count=61 71 53 48 914 47 51 75 57 84 56 586 91 61 48 46 83 720 72 94 365 53
internal_value=0 -8.89469e-06 -1.52173e-05 1.49083e-05 0.000195002 0.000477501 -9.13246e-05 -0.000370843 4.33873e-05 -0.000146743 -5.43424e-05 -8.83118e-05 -0.000343349 -2.58759e-05 -7.18766e-06 3.9668e-05 -5.03615e-05 -0.000366116 1.90067e-06 -1.52669e-05 0.000147855
internal_weight=0 3665 3612 2580 286 98 1032 118 188 104 914 786 152 634 2294 1091 1203 118 1008 1085 128
internal_count=3736 3665 3612 2580 286 98 1032 118 188 104 914 786 152 634 2294 1091 1203 118 1008 1085 128
is_linear=0
shrinkage=0.0995203


Tree=8732
num_leaves=18
num_cat=0
split_feature=6 28 5 5 6 2 18 9 9 5 5 20 2 0 2 17 6
split_gain=0.00236874 0.00155293 0.00152569 0.00778117 0.00280837 0.000686688 0.0010849 0.000615386 0.000683905 0.000737728 0.000636095 0.000613904 0.000597855 0.00134354 0.00109311 0.000551623 0.000749089
threshold=0.23663500000000004 0.10337500000000002 -0.0098949999999999993 -0.0083599999999999994 0.14653500000000005 -0.10018999999999999 -0.060544999999999995 0.11007500000000002 0.092465000000000033 -0.042209999999999991 -0.079124999999999987 -0.096095 -0.086169999999999983 -0.085684999999999997 -0.084869999999999987 0.077740000000000017 -0.085609999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 5 6 -5 8 12 10 -10 -7 13 -1 -14 16 -9
right_child=-2 -3 3 4 -6 11 -8 15 9 -11 -12 -13 14 -15 -16 -17 -18
leaf_value=-0.00028646336518604204 0.00065731457232125776 -0.00060713339092897782 -0.0010826220509607754 -0.00039314734856816922 -0.00077397418961883493 0.00034420078516531565 3.1357411505663683e-05 0.00010624129154068323 -0.00017021466589547428 -0.00045494746578254641 0.00011878804211848058 -5.2433118781697856e-06 0.00046142400915001835 0.00013150029107463407 4.9124288681905203e-05 -7.9664972500130923e-05 0.00059812479754649966
leaf_weight=157 50 46 76 116 51 52 116 83 180 53 127 1102 68 145 1208 46 54
leaf_count=157 50 46 76 116 51 52 116 83 180 53 127 1102 68 145 1208 46 54
internal_value=0 -3.1774e-05 -2.42657e-05 -0.000100739 -4.82394e-05 -2.09442e-05 -0.000177366 2.99e-05 1.29757e-05 -0.00011018 -4.79933e-05 9.7935e-06 4.15909e-05 -8.30748e-05 7.17379e-05 0.000204657 0.000306098
internal_weight=0 3680 3634 1513 1437 1386 232 2121 1938 360 307 1154 1578 302 1276 183 137
internal_count=3730 3680 3634 1513 1437 1386 232 2121 1938 360 307 1154 1578 302 1276 183 137
is_linear=0
shrinkage=0.0995203


Tree=8733
num_leaves=19
num_cat=0
split_feature=20 3 6 18 1 28 18 5 17 2 2 8 5 20 20 20 2 5
split_gain=0.00197714 0.0015592 0.0124802 0.00149602 0.00299926 0.00106529 0.000749312 0.000551378 0.000548 0.000644228 0.00152256 0.00151657 0.000511385 0.000458741 0.000915701 0.000871401 0.000429307 0.000816403
threshold=-0.40431 0.08544000000000003 0.088750000000000023 0.15614500000000003 -0.057259999999999998 0.10217500000000003 -0.097059999999999994 0.2686150000000001 -0.092124999999999999 -0.086304999999999993 -0.084869999999999987 -0.085165000000000005 -0.0081349999999999981 -0.077724999999999989 -0.071149999999999991 -0.079725000000000004 0.10003000000000002 0.40898000000000007
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 5 -5 7 -2 13 12 11 -11 -10 -8 15 -15 -3 17 -9
right_child=1 3 -4 4 -6 -7 8 16 9 10 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0005770161131889882 -0.00035244906623630335 3.604886070128528e-06 -0.0014991936168745259 0.00012908169006041806 -0.0007841644412655179 -0.00044586585118594398 0 -0.00043701406103103304 -0.0006129964093674259 0.00053823185200706431 -5.0390203217297872e-05 4.7274276353132017e-05 0.00045849245763600913 0.00039543679040521896 5.3037696774644561e-05 -0.00043378535085793766 0.00016255478278858206 -4.490342324943117e-05
leaf_weight=54 64 527 63 71 69 48 47 68 57 51 289 82 47 82 1744 49 57 261
leaf_count=54 64 527 63 71 69 48 47 68 57 51 289 82 47 82 1744 49 57 261
internal_value=0 -2.90684e-05 -0.000162726 2.09473e-06 -0.000315171 1.80453e-05 -2.92625e-05 2.63259e-05 5.40644e-06 -3.62393e-05 3.54954e-05 -0.000217595 0.000226331 4.42908e-05 6.88621e-05 -3.21825e-05 -8.33449e-05 -0.000128436
internal_weight=0 3676 700 2976 140 2836 637 2788 573 479 340 139 94 2402 1826 576 386 329
internal_count=3730 3676 700 2976 140 2836 637 2788 573 479 340 139 94 2402 1826 576 386 329
is_linear=0
shrinkage=0.0995203


Tree=8734
num_leaves=19
num_cat=0
split_feature=13 3 6 18 8 28 2 18 9 0 0 26 26 8 9 9 8 6
split_gain=0.00199397 0.00172784 0.00903337 0.00113285 0.00261117 0.000875187 0.000753021 0.00119444 0.000628403 0.000836689 0.000699848 0.00135308 0.000805242 0.000674238 0.000613935 0.00100111 0.000884255 0.000156225
threshold=0.089365000000000014 0.08544000000000003 0.088750000000000023 0.15614500000000003 -1.0000000180025095e-35 0.10217500000000003 1.0000000180025095e-35 -0.095364999999999991 0.11222500000000002 -0.064494999999999983 -0.078479999999999994 0.11861500000000001 0.11444500000000003 0.056535000000000009 0.083925000000000013 0.084380000000000024 -0.082739999999999994 0.089430000000000023
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 5 17 8 7 -1 10 13 12 -12 -3 -10 16 -16 -9 -5
right_child=-2 3 -4 4 -6 -7 -8 14 9 -11 11 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.00044999039070671155 0.00062535429897862956 6.5810051128692814e-05 -0.0012775434833918529 -9.8066940680684191e-05 -0.00087627453869504703 -0.00040149317653590606 -0.0003548425127443052 0.00036427315028637549 -0.00020901052378065357 0.00042190217198066163 -9.3621350942669758e-05 0.000323508865192633 -0.00028437190756530877 0.00028068571804795359 -0.00039900391663648285 5.0355837586688519e-05 -8.5238891491949245e-05 0.00015244444581357608
leaf_weight=54 47 1625 66 47 47 48 70 111 61 90 856 84 67 51 62 228 67 49
leaf_count=54 47 1625 66 47 47 48 70 111 61 90 856 84 67 51 62 228 67 49
internal_value=0 -2.64953e-05 -0.000172686 5.03358e-06 -0.000268002 1.88652e-05 -4.81266e-05 -5.42778e-06 2.62738e-05 0.000195725 1.29577e-05 -5.5475e-05 5.14597e-05 6.66702e-06 4.41187e-05 -4.28914e-05 0.000190476 2.12709e-05
internal_weight=0 3683 658 3025 143 2882 592 522 2834 202 2632 940 1692 112 468 290 178 96
internal_count=3730 3683 658 3025 143 2882 592 522 2834 202 2632 940 1692 112 468 290 178 96
is_linear=0
shrinkage=0.0995203


Tree=8735
num_leaves=16
num_cat=0
split_feature=6 6 3 6 28 0 0 0 1 8 4 8 8 21 29
split_gain=0.00180083 0.00106381 0.00118291 0.00860452 0.000683003 0.000597169 0.00141289 0.00124966 0.000641486 0.000578128 0.00106713 0.00092539 0.000866205 0.000509083 0.00044224
threshold=0.23663500000000004 0.15834000000000004 0.08544000000000003 0.088750000000000023 0.10217500000000003 -0.057604999999999996 -0.064494999999999983 -0.051394999999999996 -0.080689999999999998 -0.07743499999999999 0.085065000000000016 -0.08176499999999999 -0.084794999999999995 0.10787500000000003 -0.082294999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 6 8 -7 -4 11 -11 12 -1 -9 -12
right_child=-2 -3 4 -5 -6 7 -8 13 -10 10 14 -13 -14 -15 -16
leaf_value=4.2682247259769438e-05 0.00057626760366762933 -0.00044077113952045965 0.0001260971467815345 -0.0012842206870149972 -0.00036153651182097257 -0.00054251423223980596 0.00042839394953128558 -7.5960039817961778e-05 -4.2845368911946985e-06 -0.00042210338764586989 -0.0001830259881283027 0.00045307077855071437 -0.00039263675709766567 0.00022875085832660692 0.00022534008616547697
leaf_weight=343 50 60 464 59 48 53 88 339 1868 90 46 47 52 64 59
leaf_count=343 50 60 464 59 48 53 88 339 1868 90 46 47 52 64 59
internal_value=0 -2.45821e-05 -1.74578e-05 -0.000134146 1.00375e-05 1.65236e-05 3.6448e-05 -8.74203e-05 2.13066e-05 -2.63385e-05 -0.000169813 3.51069e-05 -1.25531e-05 -2.55379e-05 3.86404e-05
internal_weight=0 3680 3620 696 2924 2876 2420 456 2332 637 195 442 395 403 105
internal_count=3730 3680 3620 696 2924 2876 2420 456 2332 637 195 442 395 403 105
is_linear=0
shrinkage=0.0995203


Tree=8736
num_leaves=18
num_cat=0
split_feature=6 6 30 28 22 2 2 26 9 1 9 1 6 27 7 20 8
split_gain=0.00203661 0.018338 0.00137818 0.0012133 0.00111864 0.000631877 0.00121804 0.00159729 0.000795738 0.00277149 0.00177326 0.000707701 0.00124342 0.000493048 0.000509943 0.000925856 0.000224798
threshold=0.079640000000000016 0.084050000000000027 0.11901000000000002 0.083225000000000021 0.13264000000000004 -0.06717999999999999 -0.072419999999999998 0.11861500000000001 0.094010000000000024 -0.072005 0.091690000000000021 -0.061135000000000002 0.11766500000000002 -0.038765000000000001 0.058975000000000007 0.14849500000000004 -0.045194999999999999
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 13 6 7 8 10 -10 -3 12 -7 -1 15 -15 -13
right_child=1 5 -4 -5 -6 11 -8 -9 9 -11 -12 16 -14 14 -16 -17 -18
leaf_value=-0.00028123817346927156 0.0020796447018051356 1.2939285755900736e-05 -0.00055472919133653788 -0.00044577233581982078 0.00047746563870099086 0.00071613439323454269 -0.0003632909496395314 0.00057914445090769505 -0.00059267093564358225 0.00030843768291506272 0.00047109411835187222 -0.00010168101884128517 1.858293876415562e-05 -9.8569175224685789e-07 0.00025530585052359144 -0.00037234515509235389 0.00018543383328009083
leaf_weight=66 46 803 48 63 47 57 73 55 77 59 94 56 50 1963 72 69 50
leaf_count=66 46 803 48 63 47 57 73 55 77 59 94 56 50 1963 72 69 50
internal_value=0 0.00012453 -2.65092e-05 -1.50298e-05 -2.42018e-06 5.84791e-05 2.87568e-05 5.58139e-05 2.71577e-05 -0.00019573 6.18637e-05 0.000216643 0.000397827 -1.31913e-05 -4.39387e-06 -1.39987e-05 2.60277e-05
internal_weight=0 1420 2328 2280 2217 1374 1161 1088 1033 136 897 213 107 2170 2104 2032 106
internal_count=3748 1420 2328 2280 2217 1374 1161 1088 1033 136 897 213 107 2170 2104 2032 106
is_linear=0
shrinkage=0.0995203


Tree=8737
num_leaves=18
num_cat=0
split_feature=3 9 1 6 2 6 29 1 4 6 8 6 3 9 4 6 26
split_gain=0.00186894 0.00593632 0.00166421 0.00141256 0.0008952 0.000933172 0.000861488 0.00107876 0.00211641 0.00084724 0.00102781 0.00232863 0.000785172 0.00129572 0.000573444 0.000450662 0.00072207
threshold=0.084795000000000023 0.087885000000000019 0.52078500000000016 0.087575000000000028 -0.086254999999999984 0.084985000000000019 -0.09416999999999999 0.42491000000000007 0.12868000000000004 0.10248500000000002 -0.083294999999999994 0.11146500000000002 0.081685000000000021 0.084235000000000018 0.11541000000000003 0.098855000000000012 0.096535000000000024
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 5 -1 -2 9 -9 15 -11 -12 14 -14 -6 16 -8
right_child=2 -3 -4 -5 12 -7 7 8 -10 10 11 -13 13 -15 -16 -17 -18
leaf_value=0 -0.00041585932846618164 0.00096054862275932217 -0.00057221385090062439 0.00042552502476786089 -0.00024839189981134836 -0.00052636063643948859 -3.7534780160517775e-05 0.00076251547648320225 -0.00012430688919831873 -0.00017447240010553646 0.00074732572665516884 7.6716118825373357e-05 0.00059165421691743003 -2.2536600665713426e-05 0.00014046987131041707 -0.00031520273226954236 0.00010147379067541435
leaf_weight=72 47 85 50 86 83 59 2072 54 50 80 66 247 62 70 66 50 449
leaf_count=72 47 85 50 86 83 59 2072 54 50 80 66 247 62 70 66 50 449
internal_value=0 0.000191244 -2.42341e-06 5.82935e-05 -1.63747e-05 -0.000232869 6.45971e-06 1.31962e-05 0.000328287 1.86421e-06 0.000138205 0.000220738 8.16401e-05 0.000259745 -7.06503e-05 -1.86583e-05 -1.24521e-05
internal_weight=0 583 3165 498 412 131 3115 3068 104 2964 393 313 281 132 149 2571 2521
internal_count=3748 583 3165 498 412 131 3115 3068 104 2964 393 313 281 132 149 2571 2521
is_linear=0
shrinkage=0.0995203


Tree=8738
num_leaves=24
num_cat=0
split_feature=6 6 3 0 3 6 0 2 27 28 3 0 3 3 3 1 9 1 1 26 1 2 8
split_gain=0.00157246 0.0148472 0.00120614 0.00304743 0.00128596 0.00109106 0.00134459 0.00119288 0.00105247 0.000870385 0.000679279 0.0014184 0.0013626 0.000645985 0.000507889 0.000884055 0.000622586 0.000713073 0.00163628 0.00198893 0.0011987 0.000602342 0.000532929
threshold=0.079640000000000016 0.084050000000000027 0.14823500000000003 -0.066264999999999991 0.11896500000000003 -0.19631499999999999 -0.12469 -0.07360499999999999 1.0000000180025095e-35 0.078705000000000011 0.11308000000000003 -0.071340000000000001 0.11125500000000002 0.10583000000000002 0.11462500000000002 -0.061135000000000002 0.097035000000000024 -0.078729999999999994 -0.077429999999999985 0.098495000000000013 -0.079844999999999985 -0.072895000000000001 -0.090440000000000006
decision_type=2 2 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 9 8 -7 -8 -6 10 12 -12 13 -1 16 -16 17 20 -19 -20 22 -18 -3
right_child=1 14 3 -5 5 6 7 -9 -10 -11 11 -13 -14 -15 15 -17 21 18 19 -21 -22 -23 -24
leaf_value=0 0.001866590224726433 -0.00013702930955837575 -0.00086270565757958254 6.5106635522291527e-05 0.00080366508617357323 -0.00040897172538668605 -9.8032905582202203e-05 0.00044902742196548562 0.00011002189789837571 -0.0004281874408011958 5.5831556753145188e-05 -0.00050713838797297761 0.0004814900880192322 -0.00019977069088012375 0.00052887384214911489 0 2.5406441745396861e-05 0.00061306499505673078 0.00018388103596025167 -0.00051780591194062868 -0.00047287977471440249 -0.00041780848023129709 7.3693929687609341e-05
leaf_weight=1427 46 147 58 85 47 47 70 85 46 55 89 84 55 180 57 66 57 67 233 48 50 58 591
leaf_count=1427 46 147 58 85 47 47 70 85 46 55 89 84 55 180 57 66 57 67 233 48 50 58 591
internal_value=0 0.000107367 -2.53415e-05 -0.000305484 -6.63255e-06 0.000186158 5.17134e-05 0.000196687 0.000469375 -3.71574e-05 -2.4991e-05 -0.000212786 -4.95055e-06 -2.21085e-05 4.78741e-05 0.000241732 2.81594e-05 5.1067e-05 0.000169727 6.11066e-05 -2.97221e-07 -0.00019101 3.06113e-05
internal_weight=0 1420 2328 143 2185 295 202 155 93 1890 1835 173 1662 1607 1374 123 1251 1136 348 281 788 115 738
internal_count=3748 1420 2328 143 2185 295 202 155 93 1890 1835 173 1662 1607 1374 123 1251 1136 348 281 788 115 738
is_linear=0
shrinkage=0.0995203


Tree=8739
num_leaves=15
num_cat=0
split_feature=3 18 6 1 18 3 18 22 27 6 6 6 26 2
split_gain=0.0013418 0.0110884 0.00135087 0.00133482 0.000926814 0.000790578 0.00122659 0.000776711 0.000803964 0.000710166 0.000673749 0.000815915 0.000542929 0.000508634
threshold=0.084795000000000023 -0.10082999999999999 0.087575000000000028 0.52078500000000016 -0.018629999999999997 0.084290000000000018 -0.0092699999999999987 0.13264000000000004 0.11410500000000003 -0.45687499999999998 0.10248500000000002 0.10615500000000003 0.096535000000000024 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 -3 6 -6 8 9 -2 12 -12 -11 -8
right_child=3 2 -4 -5 5 -7 13 -9 -10 10 11 -13 -14 -15
leaf_value=0.0014670049246719779 0.00035620549137379859 -0.00036122073803391376 0.00038746052343655696 -0.00051330873744881292 0.0005448923786695245 -0.00033558682513845867 -0.0002091359559389879 0.00040219193601846194 -0.00040970108499040349 -4.2360153627484677e-05 0.00050593180588026545 6.3363272307621421e-05 7.5339671670120853e-05 8.742963543382602e-05
leaf_weight=58 56 79 82 50 47 54 84 48 47 2091 48 352 473 179
leaf_count=58 56 79 82 50 47 54 84 48 47 2091 48 352 473 179
internal_value=0 0.00016105 1.52142e-05 -3.02167e-06 -5.18413e-05 1.30553e-05 7.64272e-05 4.90634e-06 -1.04446e-06 5.04437e-06 -1.31407e-06 0.000118518 -2.03279e-05 -4.17831e-06
internal_weight=0 583 525 3165 443 364 310 3115 3067 3020 2964 400 2564 263
internal_count=3748 583 525 3165 443 364 310 3115 3067 3020 2964 400 2564 263
is_linear=0
shrinkage=0.0995203


Tree=8740
num_leaves=27
num_cat=0
split_feature=20 20 20 17 17 26 17 3 18 26 9 3 23 9 1 8 9 26 5 21 5 17 6 26 17 8
split_gain=0.00442907 0.0347429 0.00285249 0.0121907 0.00232477 0.000923717 0.00109279 0.000862331 0.00115292 0.000842404 0.00124275 0.00400141 0.00239609 0.000867862 0.000584912 0.00117639 0.00375984 0.000722471 0.000555983 0.000409208 0.00078463 0.00131546 0.00127507 0.000617143 0.000508836 0.000328563
threshold=-0.080434999999999993 -0.081189999999999998 -0.084084999999999993 -0.0030799999999999998 -0.56655999999999984 0.086215000000000028 -0.085715 0.084380000000000024 -0.095799999999999982 -0.22971 0.11296000000000002 0.12732500000000005 -0.063684999999999992 0.098720000000000016 -0.08616 -0.08569499999999998 0.083715000000000026 0.085740000000000025 -0.063819999999999988 -0.096850000000000006 -0.025879999999999997 -0.00095 -0.040424999999999996 -0.025024999999999999 -0.46515999999999996 -0.085165000000000005
decision_type=2 2 2 2 2 2 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 -2 6 -4 8 -6 -9 12 18 -11 -14 25 17 -17 -16 -12 -1 22 24 23 -21 -22 -10
right_child=4 -3 3 -5 7 -7 -8 9 14 10 11 -13 13 -15 15 16 -18 -19 -20 20 21 -23 -24 -25 -26 -27
leaf_value=0.00026396321350516481 -0.00063607966344121636 -0.0027791729934305114 -0.00048953343829336428 -0.0018319210586779523 -0.00059451222636971524 0.00039347111611990081 0.00018138736428542751 0.00036237837502352168 -4.2657701763688415e-05 0.0007535956402731956 0.00034960727139119363 -0.00098460604230043601 4.5874893371968309e-05 -0.00017860600982844737 -0.00012278182748246658 0.00021207911962744605 -0.00087352634182904869 0.00037734108090870839 -9.4152159161055323e-05 -0.00021141385503872502 0.00028128304418359446 0.00057887634661678571 -0.00051697680548638597 0.0002358036174309131 -7.329237386857232e-05 0.00028343012142507615
leaf_weight=63 56 51 47 46 46 47 47 75 55 46 46 50 2051 185 70 58 67 47 67 57 51 47 66 65 187 60
leaf_count=63 56 51 47 46 46 47 47 75 55 46 46 50 2051 185 70 58 67 47 67 57 51 47 66 65 187 60
internal_value=0 -0.000268146 -8.98867e-05 -0.00042481 -6.57706e-07 2.84417e-05 -0.000145364 1.12359e-05 -0.000123507 3.31089e-05 2.26738e-05 -0.000242065 4.19425e-05 2.69359e-05 -6.05241e-05 -0.000149863 -0.000363257 7.11255e-05 7.92489e-05 2.54344e-05 -4.60515e-06 9.77087e-05 -0.000164063 2.01477e-05 0 0.000120357
internal_weight=0 774 723 187 2979 141 94 2923 403 2520 2445 163 2282 2236 357 242 125 117 113 536 473 285 188 122 238 115
internal_count=3753 774 723 187 2979 141 94 2923 403 2520 2445 163 2282 2236 357 242 125 117 113 536 473 285 188 122 238 115
is_linear=0
shrinkage=0.0995203


Tree=8741
num_leaves=26
num_cat=0
split_feature=2 2 21 21 2 17 18 2 9 29 6 24 26 0 2 4 17 3 0 8 26 2 18 8 21
split_gain=0.00243439 0.0283568 0.00215848 0.0091383 0.00142524 0.00244729 0.00121842 0.00130095 0.000908812 0.00386384 0.00303754 0.000814171 0.000854225 0.000758152 0.000873854 0.000706526 0.00114455 0.000669119 0.000665658 0.00064097 0.00157915 0.000560811 0.000473595 0.000306784 0.000154597
threshold=-0.080604999999999996 -0.080874999999999989 -0.018669999999999996 -0.065729999999999997 -0.079555000000000001 -1.0000000180025095e-35 -0.095364999999999991 -0.098809999999999995 0.11296000000000002 0.12493000000000003 -0.14723999999999998 0.083550000000000027 0.26711000000000013 -0.096359999999999987 -0.087944999999999995 0.10801000000000002 -0.54892999999999992 0.11578500000000001 -0.082604999999999998 -0.052214999999999998 0.15222000000000005 -0.086050000000000001 -0.015440000000000001 0.056535000000000009 0.084095000000000017
decision_type=2 2 2 2 2 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 5 -2 7 23 9 11 -10 12 17 14 24 16 -15 -6 22 -12 -21 -9 -1 -4 -8
right_child=4 -3 6 -5 8 -7 13 21 10 -11 19 -13 -14 15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.00027171728354486444 -2.8468888135051606e-05 -0.0025214445409403765 -0.00064187114913780662 -0.0016066766140896138 6.7228619078155358e-05 0.00078008712057087051 0.00015942192919552703 0.00016717197900393277 -0.00090778960985613759 0.00091614290631003971 0.00024939071457871228 -0.00034728573807891474 -0.00034849248342595427 0.00048009645044965371 0.00056626288055617951 -0.00038122223314481239 -1.7563653365303939e-05 -9.7229089577744338e-05 -0.00032132739560903527 -0.00050731894771385855 0.00026123535794132769 -0.00025101833739303976 -8.9759018712770149e-05 -0.00028591939335692633 -6.6751763679630125e-05
leaf_weight=63 82 48 56 46 1127 65 67 77 46 47 65 64 61 48 50 49 969 310 63 57 48 54 79 64 48
leaf_count=63 82 48 56 46 1127 65 67 77 46 47 65 64 61 48 50 49 969 310 63 57 48 54 79 64 48
internal_value=0 -0.000134878 -6.83035e-05 -0.000338415 2.53591e-05 0.000323487 -2.20035e-05 -0.000222092 8.96947e-07 2.70744e-05 -0.000190311 0 1.51738e-05 1.81294e-05 0.000216911 -1.1871e-05 5.11981e-06 3.11809e-05 -4.98361e-05 0 -0.000148183 0 6.48493e-05 -0.000458852 5.79005e-05
internal_weight=0 1781 1733 251 1972 147 1482 251 1825 1609 216 1562 1498 1231 165 1066 1017 1437 205 170 105 131 142 120 115
internal_count=3753 1781 1733 251 1972 147 1482 251 1825 1609 216 1562 1498 1231 165 1066 1017 1437 205 170 105 131 142 120 115
is_linear=0
shrinkage=0.0995203


Tree=8742
num_leaves=19
num_cat=0
split_feature=20 20 20 6 17 0 12 10 10 9 29 0 4 6 0 5 17 8
split_gain=0.00364251 0.0266214 0.00296555 0.0081327 0.0018763 0.000812618 0.000613634 0.000479401 0.00125348 0.000584219 0.00287715 0.00142063 0.00035538 0.000991759 0.000753189 0.000830298 0.00143216 0.0011148
threshold=-0.080869999999999984 -0.081424999999999984 -0.084084999999999993 -0.050699999999999995 -0.56655999999999984 -0.088174999999999989 -0.086019999999999999 0.090150000000000022 0.086275000000000018 0.11296000000000002 0.12330000000000002 -0.067345000000000002 0.086380000000000026 -0.03764 -0.11170000000000001 -0.025879999999999997 -0.0064000000000000003 -0.0083949999999999979
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 5 -2 -4 -6 8 9 10 -8 -11 14 -14 -1 17 -17 -16
right_child=4 -3 3 -5 6 -7 7 -9 -10 11 -12 -13 13 -15 15 16 -18 -19
leaf_value=0.00039267226452795965 -0.00056734953202354737 -0.0024376611894215681 0.00025350811461299818 -0.0015566092903759087 -0.00033423034778196829 -0.00028671282740401689 1.5350787618558691e-05 -0.00023969874808107825 0.0005212127747937081 -0.00051140035613729269 0.00079373211197767909 5.283069117138119e-05 -0.00032023112703599699 0.00014626456761440321 -0.00055432872819907448 -8.6665524402777476e-06 0.00061777095643309843 0.00010272091992929929
leaf_weight=66 56 51 60 47 49 51 2551 68 50 69 48 117 89 89 49 146 47 50
leaf_count=66 56 51 60 47 49 51 2551 68 50 69 48 117 89 89 49 146 47 50
internal_value=0 -0.000242572 -8.00817e-05 -0.00045932 2.97446e-06 0 1.40709e-05 2.02319e-05 2.67554e-05 1.75843e-05 3.00414e-05 -0.00015208 3.01814e-05 -8.23843e-05 8.84364e-05 1.68673e-05 0.000139644 -0.000214217
internal_weight=0 745 694 158 3008 111 2952 2903 2835 2785 2599 186 536 178 358 292 193 99
internal_count=3753 745 694 158 3008 111 2952 2903 2835 2785 2599 186 536 178 358 292 193 99
is_linear=0
shrinkage=0.0995203


Tree=8743
num_leaves=23
num_cat=0
split_feature=20 20 20 17 17 5 3 17 1 1 17 10 10 1 19 4 20 5 17 1 3 3
split_gain=0.00295354 0.0215852 0.00240584 0.00806033 0.00152147 0.000702209 0.000627266 0.000605065 0.00190058 0.00146389 0.00175094 0.00059736 0.000969184 0.000578716 0.00052737 0.000500102 0.000366857 0.000450515 0.00125101 0.00121182 0.000573083 0.000402071
threshold=-0.080869999999999984 -0.081424999999999984 -0.084084999999999993 -0.0069749999999999994 -0.56655999999999984 -0.0063549999999999995 0.08400500000000001 -0.0064000000000000003 -0.08113999999999999 -0.085349999999999995 -0.07496499999999999 0.090150000000000022 0.086275000000000018 -0.50597999999999999 0.12477000000000003 0.12205500000000002 -0.41270499999999993 -0.025879999999999997 -0.00095 -0.0043399999999999992 0.098755000000000023 0.10871500000000002
decision_type=2 2 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 -2 -4 7 9 -9 10 -6 12 13 -8 -15 -10 -1 19 21 -18 -21 -19
right_child=4 -3 3 -5 6 -7 11 8 15 -11 -12 -13 -14 14 -16 -17 17 18 -20 20 -22 -23
leaf_value=0.00029596260142311875 -0.00051088682294399713 -0.0021950646111584108 0.00033924915024898352 -0.0015231931425280954 -8.8617807803894545e-05 -0.00016497966743331252 -0.00023576098943178578 -0.00079334940817496382 0.00019749281885407402 -0.00041913603825265578 0.00069788452973355082 -0.00030274770023805951 0.00049033922828339643 4.8064785093997902e-05 -0.00015750805443166618 -0.00020076919279002844 -0.00046756852892253443 6.2087853641255858e-05 0.000556730783500044 0.00029167980223546007 -0.00012392751258642965 -0.00023508506101496969
leaf_weight=46 56 51 46 46 68 66 79 46 50 51 46 52 46 2305 129 80 65 189 46 58 73 59
leaf_count=46 56 51 46 46 68 66 79 46 50 51 46 52 46 2305 129 80 65 189 46 58 73 59
internal_value=0 -0.000218431 -7.19946e-05 -0.000413608 2.65137e-06 3.48052e-05 1.26706e-05 -0.00011378 -0.000242506 1.85666e-05 0.000221562 2.94987e-05 3.657e-05 2.79381e-05 3.68333e-05 -4.12944e-05 2.71777e-05 2.74174e-07 7.98443e-05 -0.000114904 5.38328e-05 -5.30966e-06
internal_weight=0 745 694 158 3008 112 2952 341 176 165 114 2611 2559 2513 2434 130 536 490 294 196 131 248
internal_count=3753 745 694 158 3008 112 2952 341 176 165 114 2611 2559 2513 2434 130 536 490 294 196 131 248
is_linear=0
shrinkage=0.0995203


Tree=8744
num_leaves=21
num_cat=0
split_feature=27 4 5 1 1 21 2 2 3 9 8 8 8 6 2 0 1 2 27 30
split_gain=0.0069015 0.0515151 0.00170528 0.00265619 0.0249838 0.00150198 0.00118916 0.000964245 0.00121041 0.000872018 0.000921819 0.00124338 0.000975459 0.000740812 0.00119781 0.000606927 0.000401466 0.000769684 0.00145571 0.000544893
threshold=0.083925000000000013 0.083250000000000018 -0.52786999999999995 0.064860000000000015 0.078505000000000019 -0.032064999999999996 -0.24151999999999998 -0.07725499999999999 0.10341500000000002 0.11690000000000002 0.0073150000000000012 0.056535000000000009 0.0012600000000000003 -0.052844999999999996 0.13896000000000006 -0.064859999999999987 -0.054974999999999996 -0.037414999999999997 0.10530500000000002 0.084845000000000018
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 6 -5 -1 -4 8 -6 10 12 -12 -8 14 -9 -11 -3 -18 19 -19
right_child=1 16 3 4 7 -7 9 13 -10 15 11 -13 -14 -15 -16 -17 17 18 -20 -21
leaf_value=0.00074525896365673161 -0.0035875830709538969 -0.00027092427588462929 -0.00037627083700753799 -0.0023093589527679237 0.00062454823090421236 1.7893396754184485e-05 1.7598151511060381e-05 -0.00039471466744839267 0 -1.7819561062914735e-05 0.00068778074076858301 8.586530279321481e-05 -0.00038191340480152715 0.00019310036007759145 0.00010021302953012558 -0.00052604624119190863 0.00028998962490320383 -7.6783781883694725e-05 -0.00053161999187248236 0.00034595195719683633
leaf_weight=53 46 49 80 52 49 65 2424 119 81 51 46 147 62 63 78 49 83 65 50 53
leaf_count=53 46 49 80 52 49 65 2424 119 81 51 46 147 62 63 78 49 83 65 50 53
internal_value=0 -0.000486388 -1.96173e-05 -3.31326e-05 -0.000260192 0.000351529 1.68429e-06 1.09318e-05 0.000234107 1.28592e-05 2.39112e-05 0.000233569 7.30517e-06 -9.75071e-05 -0.000194598 -0.000275037 -8.14218e-06 3.98965e-05 -7.87887e-05 0.000106152
internal_weight=0 346 3419 3301 442 118 2859 390 130 2779 2679 193 2486 260 197 100 300 251 168 118
internal_count=3765 346 3419 3301 442 118 2859 390 130 2779 2679 193 2486 260 197 100 300 251 168 118
is_linear=0
shrinkage=0.0995203


Tree=8745
num_leaves=22
num_cat=0
split_feature=28 26 26 5 5 8 20 21 5 20 4 4 17 4 20 21 20 3 3 8 18
split_gain=0.031841 0.00141891 0.00766523 0.0247302 0.00166966 0.00095114 0.000687683 0.000750035 0.000647098 0.000822262 0.000706198 0.00154455 0.00117644 0.000934446 0.000690865 0.000520783 0.00125212 0.000925083 0.00145968 0.000900273 0.000501203
threshold=0.080375000000000016 0.086760000000000018 0.087960000000000024 -0.090164999999999995 0.63455500000000009 -0.085089999999999985 -0.078534999999999994 0.09227500000000001 -0.52786999999999995 -0.048954999999999999 0.084755000000000025 0.087270000000000028 -0.05543 0.080475000000000033 -0.083824999999999997 0.098000000000000018 -0.012544999999999999 0.099950000000000025 0.11721500000000003 -0.081174999999999983 -0.073454999999999993
decision_type=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 7 20 9 -1 13 -12 -13 14 -10 16 -8 -17 -19 -18 -4
right_child=-2 2 6 5 -6 -7 15 -9 10 -11 11 12 -14 -15 -16 17 19 18 -20 -21 -22
leaf_value=-3.7125006169033032e-05 -0.0020463547247176134 -0.0026289781367180185 5.5148232339974728e-05 -0.000279881104817939 -0.00053040804805338517 0.00020422808156815873 -0.00042598090828211294 -0.00011394195108861382 -7.4889179040059722e-05 0.00044749490418351516 -0.00055277975983492207 0.00014715561261439679 -0.00011701204836172234 0.0004852622152460292 0.00011377265878632347 0.00042953991482581064 8.3452708013525412e-05 -0.00028906298021753266 0.00029671460967403603 -0.00010883825541367935 0.00049592329933925564
leaf_weight=52 78 48 47 85 49 75 84 53 248 89 53 311 360 57 796 64 426 90 79 550 71
leaf_count=52 78 48 47 85 49 75 84 53 248 89 53 311 360 57 796 64 426 90 79 550 71
internal_value=0 -1.41515e-05 -8.20926e-05 -0.000647422 4.18181e-05 -4.78385e-05 -1.21337e-06 0.000185752 5.64965e-05 0.000262964 4.00962e-05 -3.54369e-05 4.20631e-06 9.05091e-05 6.81723e-05 -2.65728e-05 -5.66911e-05 0.000106933 -1.0394e-05 -2.40692e-05 0.000327298
internal_weight=0 3687 1672 208 2015 160 1464 171 1966 141 1825 724 671 1101 1044 1293 1060 233 169 976 118
internal_count=3765 3687 1672 208 2015 160 1464 171 1966 141 1825 724 671 1101 1044 1293 1060 233 169 976 118
is_linear=0
shrinkage=0.0995203


Tree=8746
num_leaves=16
num_cat=0
split_feature=28 26 26 9 8 9 5 0 10 1 4 5 5 20 8
split_gain=0.0258179 0.00126237 0.0296589 0.00110007 0.0030342 0.00204384 0.000721603 0.000570331 0.000574416 0.000526883 0.00148378 0.000549396 0.000488656 0.00121214 0.000711134
threshold=0.080375000000000016 0.087745000000000031 0.088015000000000024 0.11296000000000002 0.041960000000000011 0.11891000000000003 0.63455500000000009 -0.26289499999999993 0.086275000000000018 -0.49837999999999999 0.087155000000000024 0.26676500000000009 0.40898000000000007 -0.077044999999999988 -0.079049999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 12 -5 7 -1 9 10 -9 -11 14 -14 -4
right_child=-2 2 3 5 -6 -7 -8 8 -10 11 -12 -13 13 -15 -16
leaf_value=0.00038901162653832717 -0.0018427010666628523 -0.0025171305272337287 4.1925701854045554e-05 -0.00067915532972787453 0.00082058880000465987 5.2501181304290833e-05 -0.00033655087446862026 0.00019632939392810807 0.00030217269517612263 2.523423553938114e-05 -0.00045473084902373237 0.00024928097927500771 0.00051808999141348224 -0.00010651895885921869 -0.00011778808479523299
leaf_weight=47 78 48 673 65 46 86 50 61 78 1755 77 117 58 62 464
leaf_count=47 78 48 673 65 46 86 50 61 78 1755 77 117 58 62 464
internal_value=0 -1.27432e-05 -8.3142e-05 -2.22714e-06 2.66727e-05 -0.000257029 3.52753e-05 4.43666e-05 3.62167e-05 2.54888e-05 -0.000161011 3.96745e-05 -1.7295e-06 0.000188554 -2.25321e-05
internal_weight=0 3687 1502 1454 1303 151 2185 2135 2088 2010 138 1872 1257 120 1137
internal_count=3765 3687 1502 1454 1303 151 2185 2135 2088 2010 138 1872 1257 120 1137
is_linear=0
shrinkage=0.0995203


Tree=8747
num_leaves=17
num_cat=0
split_feature=28 20 20 20 3 5 8 0 8 3 3 5 3 0 17 10
split_gain=0.0209363 0.00123674 0.0172192 0.000932144 0.00136981 0.00100707 0.000658557 0.00118352 0.000760835 0.000758142 0.00154223 0.00149053 0.00134814 0.00050526 0.00050385 0.000783315
threshold=0.080375000000000016 -0.080869999999999984 -0.081424999999999984 -0.079154999999999989 0.09339500000000002 -0.54623499999999992 -0.086254999999999984 -0.085754999999999984 -0.097249999999999989 0.11404500000000002 0.097595000000000029 -0.012464999999999999 0.087625000000000022 -0.23099 -0.56005499999999986 0.091870000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -5 7 8 -1 10 12 -12 -8 -7 -15 -16
right_child=-2 3 -4 5 -6 13 9 -9 -10 -11 11 -13 -14 14 15 -17
leaf_value=0.00026572970416415773 -0.0016593150465690283 0.00067046261091674561 -0.0018550417681710213 0.00040992002978132902 -6.039625770170007e-05 -0.00025872193274228153 -0.00028557329692387504 0.00059650242942825831 -0.00017867153668349282 0.00025664749163285664 -5.3190089378287293e-05 -0.00084044441100946407 0.00014913729818725468 -0.0002304024595569385 5.0319940044438479e-06 0.00040722761642237757
leaf_weight=70 78 52 53 60 46 74 107 47 83 65 51 49 208 87 2586 49
leaf_count=70 78 52 53 60 46 74 107 47 83 65 51 49 208 87 2586 49
internal_value=0 -1.13866e-05 -0.000127229 1.70811e-05 0.000319053 6.43266e-06 6.23552e-06 0.000159035 1.92988e-05 -5.57254e-05 -0.000106624 -0.000447131 0 -1.93309e-06 4.7472e-06 1.28218e-05
internal_weight=0 3687 733 2954 98 2856 680 200 153 480 415 100 315 2796 2722 2635
internal_count=3765 3687 733 2954 98 2856 680 200 153 480 415 100 315 2796 2722 2635
is_linear=0
shrinkage=0.0995203


Tree=8748
num_leaves=16
num_cat=0
split_feature=28 20 1 1 1 4 18 18 4 8 8 0 8 1 8
split_gain=0.00187435 0.0011812 0.00101268 0.00173589 0.00113767 0.00107697 0.00120594 0.000892001 0.00169397 0.000696188 0.00138883 0.00105239 0.000867764 0.000602556 0.000207238
threshold=0.092630000000000032 0.27420500000000009 -0.083284999999999984 -0.085184999999999997 -0.082344999999999988 0.10386500000000003 -0.057764999999999997 -0.13579499999999997 0.086545000000000025 -0.081174999999999983 -0.081915000000000002 -0.082224999999999993 -0.079585000000000003 -0.079629999999999992 -0.028454999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 7 -7 -1 -9 10 11 -6 -11 -14 -8
right_child=-2 -3 4 -5 9 6 14 8 -10 12 -12 -13 13 -15 -16
leaf_value=-0.00028826121369021233 0.00059846153502768188 -0.00045205439961863426 0.00055403794915000301 -0.0004807837011198 0.00013270159456066927 -0.00061458967782055947 -0.00018157115445862566 4.0086267877307793e-06 0.00045076571814191052 -0.00030566618771706234 0.00061290302393196354 -9.6731302046438119e-05 -0.00029348051408577985 3.9071842837111904e-05 0.00011362263694991901
leaf_weight=76 57 51 46 87 935 58 46 583 99 84 52 247 56 1251 46
leaf_count=76 57 51 46 87 935 58 46 583 99 84 52 247 56 1251 46
internal_value=0 2.2618e-05 2.94447e-05 -5.58242e-05 6.15156e-05 -1.42051e-05 -0.000258479 3.30541e-05 7.00608e-05 5.25728e-05 0.000107013 8.40649e-05 3.68852e-06 2.41969e-05 -2.50762e-05
internal_weight=0 3717 3666 995 2671 908 150 758 682 2625 1234 1182 1391 1307 92
internal_count=3774 3717 3666 995 2671 908 150 758 682 2625 1234 1182 1391 1307 92
is_linear=0
shrinkage=0.0995203


Tree=8749
num_leaves=17
num_cat=0
split_feature=28 0 1 26 6 1 1 18 1 9 9 2 2 2 2 8
split_gain=0.00154491 0.000963788 0.000835852 0.00163359 0.00109282 0.00143383 0.00126142 0.00104906 0.000813467 0.000577048 0.00187174 0.00117932 0.000869388 0.00146617 0.000652528 0.000564178
threshold=0.084260000000000015 -0.26289499999999993 -0.083284999999999984 0.11023000000000002 0.088565000000000019 -0.08616 -0.08616 -0.057764999999999997 -0.082344999999999988 0.091885000000000022 0.092605000000000021 -0.041009999999999998 -0.069459999999999994 -0.077115000000000003 -0.018864999999999996 -0.076394999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 15 7 -3 -4 12 -11 -12 13 -10 -14 -6
right_child=-2 2 8 -5 5 -7 -8 -9 9 10 11 -13 14 -15 -16 -17
leaf_value=-0.00040924717651827814 0.0004954456843272179 -0.00019301926624826782 0.00046723231021634696 -0.00049551786236583153 -7.1714846854428174e-05 0.00059824210723326255 -0.00048766871853212179 8.0867568993715842e-05 0.00010526107847379457 -0.00050633001001962503 5.5791167827611985e-05 -0.00041951654718097153 -0.00026543452706516115 0.00058345996840401793 2.9585845932058748e-05 0.00025728923141826065
leaf_weight=51 69 244 47 76 156 56 70 316 985 71 814 55 86 69 533 76
leaf_count=51 69 244 47 76 156 56 70 316 985 71 814 55 86 69 533 76
internal_value=0 1.94529e-05 2.56604e-05 -5.17814e-05 -1.41533e-05 0.000145375 -8.838e-05 -3.7007e-05 5.4907e-05 4.71772e-05 -1.44775e-05 2.47663e-05 8.23081e-05 0.000137343 -1.008e-05 3.25338e-05
internal_weight=0 3705 3654 994 918 288 630 560 2660 2613 940 869 1673 1054 619 232
internal_count=3774 3705 3654 994 918 288 630 560 2660 2613 940 869 1673 1054 619 232
is_linear=0
shrinkage=0.0995203


Tree=8750
num_leaves=17
num_cat=0
split_feature=28 20 1 1 6 9 9 1 18 1 17 8 8 8 18 5
split_gain=0.00126704 0.000935896 0.000684737 0.00143376 0.000789134 0.00082622 0.00236877 0.000754007 0.000626046 0.00131154 0.000737667 0.000499535 0.00109982 0.00075694 0.000628694 0.000521059
threshold=0.10017000000000002 0.27420500000000009 -0.083284999999999984 -0.085184999999999997 0.086655000000000024 0.083715000000000026 0.084715000000000026 -0.082344999999999988 -0.0047450000000000001 -0.50763499999999995 -0.15122999999999998 -0.081174999999999983 -0.081915000000000002 -0.079585000000000003 -0.085834999999999995 -0.46244499999999994
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 -7 -4 9 -1 -10 12 14 -13 -9 -15
right_child=-2 -3 7 -5 5 6 -8 11 10 -11 -12 13 -14 15 -16 -17
leaf_value=0.00023506284249459901 0.00051883148664630689 -0.00040390359338456284 0.00045240098218918496 -0.00043145346837148791 -0.0002076437324228543 0.00078936562076369423 4.6466432640447223e-05 -0.0001131248509377155 0.00028670316989910457 -0.00028550464122866783 -9.6576811437681091e-05 -0.00028671520733574053 0.00054005149591094691 -0.00013673513829131725 9.8157692330552346e-05 4.6698419730048121e-05
leaf_weight=58 51 51 46 87 70 51 274 158 77 243 137 84 52 176 1027 1132
leaf_count=58 51 51 46 87 70 51 274 158 77 243 137 84 52 176 1027 1132
internal_value=0 1.85716e-05 2.46622e-05 -4.52982e-05 -7.48042e-06 9.73529e-05 0.000165563 5.10432e-05 -8.94762e-05 -0.000182476 3.7507e-05 4.37092e-05 8.97469e-05 2.20968e-06 6.92959e-05 2.13904e-05
internal_weight=0 3723 3672 997 910 395 325 2675 515 301 214 2629 1237 1392 1185 1308
internal_count=3774 3723 3672 997 910 395 325 2675 515 301 214 2629 1237 1392 1185 1308
is_linear=0
shrinkage=0.0995203


Tree=8751
num_leaves=34
num_cat=0
split_feature=28 4 3 3 3 18 2 3 1 2 3 1 2 26 17 2 20 3 8 1 5 26 8 1 1 3 3 20 0 3 5 3 3
split_gain=0.00107256 0.000751306 0.000893913 0.00363485 0.00130239 0.000868048 0.00106833 0.000851997 0.000840624 0.000649802 0.00122847 0.00111258 0.00532296 0.0021524 0.00087573 0.000865907 0.0017657 0.00226467 0.0016539 0.00129588 0.00192508 0.00166323 0.000766346 0.0013515 0.00131369 0.00273067 0.00120116 0.000637954 0.00101078 0.00117713 0.000596906 0.000537536 0.00147827
threshold=0.080375000000000016 0.084755000000000025 0.12168500000000003 0.11693000000000002 0.13547000000000003 0.089365000000000014 0.14153500000000005 0.11025500000000002 -0.047239999999999997 -0.081864999999999993 0.094285000000000022 -0.083284999999999984 -0.083534999999999984 0.10393000000000002 0.0021900000000000005 -0.080484999999999987 -0.012970000000000001 0.091865000000000016 -0.068099999999999994 -0.078954999999999984 -0.079124999999999987 0.087625000000000022 -0.070649999999999991 -0.071399999999999991 -0.076894999999999991 0.097595000000000029 0.10134000000000003 -0.060199999999999997 -0.057604999999999996 0.14940500000000004 -0.011514999999999999 0.084620000000000015 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 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -4 6 7 -3 -7 11 15 12 14 31 30 19 18 -18 -17 20 -11 -21 23 -12 -24 -26 -25 -6 29 -29 -1 -13 -33
right_child=-2 2 4 -5 27 8 -8 -9 -10 10 22 13 -14 -15 -16 16 17 -19 -20 21 -22 -23 24 26 25 -27 -28 28 -30 -31 -32 32 -34
leaf_value=0.00026469394888807942 0.00037504706466623969 -9.7348236571189061e-05 0.00045665640572669231 -0.00093088303690967386 0.00027902843616870257 -0.00010387606634750539 0.00032987703783012105 -0.00047787798997668118 0.00045003514888255374 -0.0003149073278199794 -0.00056615170022090392 0.00028716544914820515 -0.0010747083452272957 0.0007147224997338089 -0.0003679755157312589 5.4578812997421654e-05 4.9249849225882204e-05 0.00060712561967086326 -0.00068632445248300287 0.00025250820874552019 0.00053869656953531699 0.0010518108612122389 -0.00034649957738217083 0.00023563983929420583 0.00079784036521923394 3.3565858913534644e-05 -0.0001967613189359565 -0.00025280847081466041 -0.00045482077558761929 0.00038246893796304107 -2.3304339663805887e-05 -0.00027749804153946202 7.8023747306235646e-05
leaf_weight=89 84 420 71 51 50 46 49 70 60 54 55 70 52 48 61 80 237 106 46 67 50 46 56 106 57 261 158 60 60 55 341 150 508
leaf_count=89 84 420 71 51 50 46 49 70 60 54 55 70 52 48 61 80 237 106 46 67 50 46 56 106 57 261 158 60 60 55 341 150 508
internal_value=0 1.47703e-05 -5.89445e-05 -0.00012104 8.42976e-05 -5.57363e-05 -0.000107929 -0.00015338 0.000201936 4.21772e-05 8.9989e-05 -7.18888e-06 -0.000117015 6.8606e-05 -1.39217e-05 0.000184417 0.000105845 0.000224041 -0.000209413 0.00035046 8.76078e-05 0.000585133 -2.30385e-06 -0.000116767 9.31381e-05 0.000173133 -2.00448e-05 -2.95641e-05 -0.000122411 4.39014e-05 3.44008e-05 2.48804e-05 -1.77815e-06
internal_weight=0 3690 992 696 296 645 539 490 106 2698 1379 1319 543 776 491 686 469 343 126 217 104 113 693 319 374 318 264 225 175 115 430 728 658
internal_count=3774 3690 992 696 296 645 539 490 106 2698 1379 1319 543 776 491 686 469 343 126 217 104 113 693 319 374 318 264 225 175 115 430 728 658
is_linear=0
shrinkage=0.0995203


Tree=8752
num_leaves=19
num_cat=0
split_feature=30 17 17 17 1 17 27 1 5 2 2 5 26 20 20 5 1 2
split_gain=0.00272997 0.00136982 0.0178874 0.000768815 0.00144772 0.000742833 0.000682739 0.000638626 0.00185458 0.00105807 0.000943663 0.000929709 0.00066301 0.000590614 0.000965769 0.000813896 0.0010252 0.000404169
threshold=0.12577500000000003 0.033280000000000011 0.053575000000000012 0.084010000000000015 -0.077634999999999996 -0.56655999999999984 0.10868000000000001 -0.06551499999999999 -0.045014999999999993 -0.086254999999999984 -0.07360499999999999 -0.025879999999999997 0.081750000000000031 0.0013750000000000004 0.084680000000000019 -0.54165499999999989 0.056790000000000014 -0.065059999999999993
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 -4 -1 13 9 12 -5 -11 -10 -9 15 -15 -7 -17 -16
right_child=-2 2 3 7 -6 6 -8 8 11 10 -12 -13 -14 14 17 16 -18 -19
leaf_value=-0.00031338555346953269 -0.00073304299200770064 0.0015746619802753997 -0.00055409761674877665 -0.00018322890042972217 6.1004299326332933e-05 -0.00032488726795637735 0.00036771518705567424 -5.9583362776718153e-05 -0.00063423141060822003 0.00052311605240917369 7.8922637187552085e-05 -9.8875659937110009e-05 0.00023211805043750602 -0.00048750809557967113 -0.00017063295302409209 -1.8785102446239825e-08 0.00017965555993760201 0.00012210822423961429
leaf_weight=72 46 79 64 59 88 66 52 122 56 93 107 86 194 61 96 1921 374 89
leaf_count=72 46 79 64 59 88 66 52 122 56 93 107 86 194 61 96 1921 374 89
internal_value=0 3.77529e-05 0.000140835 9.54468e-06 -0.0001926 1.67079e-06 1.05097e-05 5.354e-05 -1.54524e-05 0.000178703 0.000289566 -0.000315767 0.000116909 3.07077e-06 -0.000143297 1.86681e-05 2.89048e-05 -2.53757e-05
internal_weight=0 3679 948 869 152 2731 2659 717 458 259 200 142 316 2607 246 2361 2295 185
internal_count=3725 3679 948 869 152 2731 2659 717 458 259 200 142 316 2607 246 2361 2295 185
is_linear=0
shrinkage=0.0995203


Tree=8753
num_leaves=14
num_cat=0
split_feature=4 18 18 17 17 0 2 4 0 7 20 20 21
split_gain=0.00247628 0.00116892 0.0165652 0.00147789 0.00146757 0.001059 0.000882619 0.000669746 0.000902785 0.000632946 0.000630591 0.00181606 0.00120949
threshold=0.15535000000000004 -0.095799999999999982 -0.099739999999999995 -0.56005499999999986 -0.0069749999999999994 0.12433000000000002 0.097285000000000024 0.084900000000000017 -0.068604999999999985 -0.075879999999999989 -0.057024999999999999 -0.042414999999999994 0.10068500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 6 9 7 8 -1 -5 12 -12 -11
right_child=-2 3 -4 5 -6 -7 -8 -9 -10 10 11 -13 -14
leaf_value=0.00017684708035942121 -0.00063690908232077645 -0.00045382197400164489 0.0019353931631300738 0.00034331063191680419 -0.00053609908879928342 0.00036853723372672358 -0.00030472893878581155 0.00036133561876725955 -0.00017001683878648682 1.4722969854779265e-05 -0.0004874533427665937 -5.8933204241522308e-06 0.0003014894014736319
leaf_weight=189 55 66 48 56 46 85 58 83 121 719 81 1933 185
leaf_count=189 55 66 48 56 46 85 58 83 121 719 81 1933 185
internal_value=0 3.52838e-05 0.000169887 1.15471e-05 0 2.18554e-05 5.39912e-05 0.000109015 3.88175e-05 1.16716e-05 5.02646e-06 -2.56674e-05 7.43142e-05
internal_weight=0 3670 545 3125 497 3059 451 393 310 2974 2918 2014 904
internal_count=3725 3670 545 3125 497 3059 451 393 310 2974 2918 2014 904
is_linear=0
shrinkage=0.0995203


Tree=8754
num_leaves=18
num_cat=0
split_feature=30 17 17 18 8 9 8 17 2 8 17 28 1 2 9 1 2
split_gain=0.00212948 0.00114862 0.0142831 0.00103135 0.00092451 0.00165578 0.00149469 0.00141922 0.00118192 0.000896809 0.000703536 0.000581581 0.000499277 0.000660696 0.000534653 0.0033995 0.00252442
threshold=0.12577500000000003 0.033280000000000011 0.053575000000000012 -0.079189999999999997 -0.081174999999999983 0.097365000000000021 -0.083574999999999997 0.084010000000000015 -0.068779999999999994 -0.081055000000000002 0.10932500000000002 0.078440000000000024 0.5126750000000001 0.41639000000000009 0.11408000000000003 0.50230500000000011 -0.054390000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 9 6 7 10 -6 -7 -4 -5 12 13 14 15 -1 -16
right_child=-2 2 3 4 5 8 -8 -9 -10 -11 -12 -13 -14 -15 16 -17 -18
leaf_value=-1.6353219623864811e-05 -0.00064950204222129638 0.0014068899014227933 -0.00060004168238194462 -0.00016611177564594188 -0.00069649858759111133 0.0005702933670078483 0.00061117961073120443 -8.8184253673334815e-05 -4.9035023279201247e-05 -3.8054475610000238e-06 0.00015952527973935184 0.00027952513438530234 0.00023054886800082271 -0.00039131669901102095 8.2834581197952829e-05 0.00079720974585840586 -0.00079714679970739318
leaf_weight=2333 46 79 48 88 48 57 61 205 61 58 243 71 83 46 99 52 47
leaf_count=2333 46 79 48 88 48 57 61 205 61 58 243 71 83 46 99 52 47
internal_value=0 3.12416e-05 0.000125633 8.21336e-06 4.95379e-05 -6.14899e-05 0.000156706 -0.000206831 0.000243195 -0.000281522 7.04779e-05 -1.22442e-06 -9.02587e-06 -1.70598e-05 -9.93433e-06 1.04162e-06 -0.00019484
internal_weight=0 3679 948 869 763 371 392 253 118 106 331 2731 2660 2577 2531 2385 146
internal_count=3725 3679 948 869 763 371 392 253 118 106 331 2731 2660 2577 2531 2385 146
is_linear=0
shrinkage=0.0995203


Tree=8755
num_leaves=30
num_cat=0
split_feature=4 1 1 18 2 5 6 20 20 21 21 21 1 3 3 6 3 4 26 25 5 20 26 5 4 5 18 3 3
split_gain=0.00186735 0.00107269 0.017913 0.000974015 0.00146146 0.0018065 0.00079636 0.000765489 0.00143109 0.00106441 0.00332656 0.000964111 0.00125589 0.000917222 0.0008764 0.000771978 0.000712485 0.00160538 0.00231266 0.000798876 0.000671519 0.000581462 0.000806884 0.000566755 0.000472912 0.000474359 0.000309574 0.000461186 0.000248336
threshold=0.15535000000000004 -0.091829999999999995 -0.093734999999999999 -0.093130000000000004 0.097285000000000024 0.27139000000000008 0.085285000000000014 -0.057024999999999999 -0.042414999999999994 0.099685000000000024 0.10470500000000002 0.093835000000000016 0.0036400000000000009 0.087925000000000017 0.086965000000000028 -0.095324999999999993 0.08400500000000001 0.081905000000000019 0.086420000000000011 0.081710000000000019 -0.52786999999999995 -0.077044999999999988 0.090385000000000021 0.13648000000000002 0.10333000000000002 0.26411500000000004 0.088735000000000022 0.090360000000000024 -0.086889999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 6 -1 9 -9 11 -11 13 -13 14 -3 -15 17 18 -10 20 -18 22 -12 26 25 -25 27 -5 -19
right_child=-2 7 -4 23 -6 -7 -8 8 16 10 21 12 -14 15 -16 -17 19 28 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=-0.00056119496376655473 -0.00055455065843706378 2.7463619836699678e-05 0.002016445351144877 0.00013451646430300893 -0.00063444232616127868 0.0004385621604281942 0 -0.00043312807151628732 -0.0009358376928847523 0.00087883083592329536 1.7709543203349566e-05 4.6223042477458353e-05 -0.00065650484818477418 0.00047359050156958385 -0.00038669926802670262 7.7806604897006704e-05 0.00031041250968136366 -8.2954145645030222e-05 0 0.00040714396787372496 -1.847617270811512e-05 -0.00015097032482525293 0.0004839090129534014 -9.8559091166138281e-05 -0.00030658883954552549 0.00029627338314247516 3.6220182916083839e-05 0.00053203607663645754 0.00021701597403744733
leaf_weight=49 55 135 47 85 52 54 47 85 52 62 123 50 47 57 78 416 64 46 50 48 1519 82 55 72 49 50 86 51 59
leaf_count=49 55 135 47 85 52 54 47 85 52 62 123 50 47 57 78 416 64 46 50 48 1519 82 55 72 49 50 86 51 59
internal_value=0 2.9137e-05 0.000146024 -3.47514e-07 -0.000179313 -1.60775e-05 -0.00028034 4.0841e-06 -3.35593e-05 7.03347e-05 0.000222733 6.61722e-06 -0.000285835 4.91631e-05 -0.000120358 0.000127232 -1.46355e-05 -0.000188708 -0.000471085 6.95527e-06 -4.6622e-06 6.31297e-05 0.000166359 8.9557e-05 -4.27219e-05 5.65475e-05 0.000195135 0.000289606 7.78041e-05
internal_weight=0 3670 642 595 202 150 96 3028 1923 1105 322 783 97 686 213 473 1838 207 102 1631 1583 260 178 393 171 122 222 136 105
internal_count=3725 3670 642 595 202 150 96 3028 1923 1105 322 783 97 686 213 473 1838 207 102 1631 1583 260 178 393 171 122 222 136 105
is_linear=0
shrinkage=0.0995203


Tree=8756
num_leaves=23
num_cat=0
split_feature=8 18 8 8 1 5 0 18 0 18 2 5 0 23 4 0 0 21 18 18 18 26
split_gain=0.0054078 0.0163375 0.013594 0.00742151 0.0163335 0.00135569 0.000827809 0.000785154 0.000836312 0.00111682 0.000622464 0.000574518 0.000523392 0.000514847 0.000633054 0.000495159 0.000594133 0.000608088 0.000749169 0.000440667 0.00094698 0.000725356
threshold=-0.090969999999999995 -0.09404499999999999 -0.092094999999999996 -0.088144999999999987 -0.010395 -0.0038499999999999997 -0.26289499999999993 -0.086064999999999989 -0.088484999999999994 -0.090254999999999988 0.10003000000000002 -0.0016799999999999999 -0.084269999999999998 -0.046924999999999994 0.13630500000000004 1.0000000180025095e-35 -0.084269999999999998 0.10068500000000002 0.090285000000000018 -0.0065549999999999992 0.014860000000000003 0.095245000000000024
decision_type=2 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 15 4 12 6 -5 8 -8 -10 11 -7 -2 -9 -15 16 17 18 -3 21 -21 -13
right_child=3 2 -4 5 -6 10 7 13 9 -11 -12 19 -14 14 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.0020381706827867201 0.00027340867411403824 8.1579708485970316e-05 -0.0014677413929188041 -0.00042739037604718188 0.0022287072789941549 0.00040900503290454643 4.7417348603392786e-05 -0.00026885814356515197 -0.00011181550239437874 -0.00073973504377790919 0.00039984481894706945 -5.201864744439581e-07 -0.00012270336347979579 2.1710447257920811e-05 0.00038754466900821582 -0.00017876898783024587 0.00031959768760045842 0.00031176662527734005 -0.000214364386682455 0.00056283892002484295 7.6129719546098041e-05 0.00022801553612136668
leaf_weight=46 82 256 65 47 50 59 88 57 82 46 78 610 52 1343 49 83 87 66 126 57 147 175
leaf_count=46 82 256 65 47 50 59 88 57 82 46 78 610 52 1343 49 83 87 66 126 57 147 175
internal_value=0 -0.000221867 -9.83402e-05 8.00193e-05 0.000692796 4.00019e-05 -1.5356e-05 -3.23331e-06 -0.000180667 -0.00034387 0.000124896 0.000103652 0.000113584 2.26514e-05 3.51763e-05 4.43661e-05 8.05135e-05 3.22569e-05 -1.38924e-05 8.46076e-05 0.000216135 4.93844e-05
internal_weight=0 729 683 3022 184 2838 1712 1665 216 128 1126 1048 134 1449 1392 618 535 448 382 989 204 785
internal_count=3751 729 683 3022 184 2838 1712 1665 216 128 1126 1048 134 1449 1392 618 535 448 382 989 204 785
is_linear=0
shrinkage=0.0995203


Tree=8757
num_leaves=26
num_cat=0
split_feature=8 18 8 8 1 1 4 26 26 0 6 2 17 17 18 26 17 17 4 6 8 3 0 8 0
split_gain=0.00438792 0.013246 0.0110243 0.00601547 0.0132426 0.00118174 0.00172147 0.000699317 0.00163483 0.00107236 0.00211973 0.00158969 0.000999208 0.00195837 0.000890746 0.000957691 0.000652473 0.000548845 0.000506642 0.000475812 0.000462406 0.000567826 0.000502561 0.000697454 0.000899662
threshold=-0.090969999999999995 -0.09404499999999999 -0.092094999999999996 -0.088144999999999987 -0.010395 -0.49056499999999997 0.085990000000000025 0.095245000000000024 0.096980000000000025 -0.071799999999999989 0.098855000000000012 -0.072624999999999981 -0.000475 -0.0046399999999999992 -0.082304999999999989 0.091915000000000024 -0.0094900000000000002 -0.0094900000000000002 0.099960000000000021 -0.0065449999999999996 -0.49499500000000002 0.11816500000000002 -0.14574499999999999 -0.409445 -0.10942499999999999
decision_type=2 2 2 2 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 20 4 17 6 -5 12 -9 10 -10 -11 13 16 19 -16 -7 -2 -8 -14 21 -3 -22 -24 -25
right_child=3 2 -4 5 -6 7 18 8 9 11 -12 -13 14 -15 15 -17 -18 -19 -20 -21 22 -23 23 24 -26
leaf_value=-0.0018353315389058747 -7.8927410477447116e-05 7.7211650661409846e-05 -0.00132167143225148 -0.00013000984362348647 0.0020069059918256436 4.2335988873490865e-05 0.00077652942697383333 0.00056356182368464021 4.8777929017142604e-05 0.00054399048806236066 -0.00065262335824889579 5.499499832860543e-06 -0.00012772712034500206 0.00066530921605009762 -2.0987555033037675e-05 -0.00046228122511760819 -0.00025285414173193955 0.00031819970405083474 0.00032291451733345715 -0.00059652015817418568 0.00030357271582309091 -0.00039791647289858591 -0.00025678425442994567 0.00039411778127440924 7.192499756203114e-06
leaf_weight=46 71 46 65 63 50 1108 46 71 230 88 52 150 47 49 678 53 79 63 74 50 83 49 68 76 296
leaf_count=46 71 46 65 63 50 1108 46 71 230 88 52 150 47 49 678 53 79 63 74 50 83 49 68 76 296
internal_value=0 -0.000199787 -8.84341e-05 7.21367e-05 0.000623848 3.60783e-05 0.000281013 1.88874e-05 0.000114431 5.15331e-05 -7.76556e-05 0.000208045 -8.07364e-06 4.81658e-05 -9.3014e-05 -5.41028e-05 2.20001e-05 0.000101673 0.000503622 -0.000377813 3.99508e-05 -0.000159237 7.76975e-05 3.32287e-05 8.84424e-05
internal_weight=0 729 683 3022 184 2838 183 2655 591 520 282 238 2064 1236 828 731 1187 134 120 97 618 95 523 440 372
internal_count=3751 729 683 3022 184 2838 183 2655 591 520 282 238 2064 1236 828 731 1187 134 120 97 618 95 523 440 372
is_linear=0
shrinkage=0.0995203


Tree=8758
num_leaves=29
num_cat=0
split_feature=20 20 1 0 18 0 26 6 21 17 6 6 0 21 26 1 3 3 21 21 9 3 6 0 9 0 0 3
split_gain=0.0023594 0.00467009 0.0179368 0.0033692 0.0136148 0.0122382 0.00137816 0.00169445 0.000949155 0.000895627 0.000727871 0.000648338 0.000640057 0.0019595 0.00110897 0.000540748 0.00183014 0.00191862 0.0008368 0.00143853 0.00077204 0.000756113 0.000551886 0.000536064 0.001665 0.000651012 0.000458869 0.000454672
threshold=-0.078534999999999994 -0.08231999999999999 0.05340000000000001 -0.088594999999999993 -0.10303999999999999 -0.089965000000000003 0.084585000000000021 -0.087954999999999992 -0.072824999999999987 -0.55754499999999996 0.11884000000000002 0.11481500000000001 -0.15137999999999999 0.087785000000000016 0.12236500000000003 -0.0084199999999999987 0.088115000000000013 0.092635000000000023 0.088310000000000013 -0.015149999999999999 0.089025000000000021 0.10871500000000002 -0.0087049999999999992 -0.087184999999999999 0.084435000000000024 -0.086474999999999996 -0.085605000000000001 0.10648500000000002
decision_type=2 2 2 2 2 2 2 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 6 4 -2 8 -3 -8 -6 -5 11 23 13 -10 -14 18 -17 -18 19 22 -19 -20 -1 24 -11 -25 -21 -12
right_child=3 2 -4 9 5 -7 7 -9 12 10 27 -13 14 -15 -16 16 17 20 21 26 -22 -23 -24 25 -26 -27 -28 -29
leaf_value=-0.00019613931249021528 -0.0016391819633423184 -0.00032024997489564836 0.0022559884220091954 0.00036195892651594362 -0.00032652967983671697 -0.0016570135301217687 0.00066694334462102771 -2.9054892615679061e-05 0.00045139676125967017 -0.00020857651514533815 0.00052337968819920024 -0.00032478808644447745 -6.5486784823442145e-05 -0.00020726274647952223 0.00039523410635660002 -0.00049737562848750497 0.00059455996970118419 -0.00033469411881594381 8.2561681771411147e-05 0.00075624748208722955 9.6293613327341925e-05 -0.00039560076547372989 0.00023011817884309712 -0.00031375323714422494 0.00056445697157270496 2.238167216253148e-05 0.00027465999272733161 7.9854830641969241e-05
leaf_weight=65 60 54 48 84 72 46 60 77 121 46 46 54 417 69 59 77 52 75 90 46 87 50 56 59 65 1613 47 56
leaf_count=65 60 54 48 84 72 46 60 77 121 46 46 54 417 69 59 77 52 75 90 46 87 50 56 59 65 1613 47 56
internal_value=0 0.00015947 0.000535376 -2.63887e-05 -0.000193593 -8.19168e-05 9.86839e-05 0.000269787 1.51508e-05 4.29646e-05 2.87231e-05 1.38865e-05 5.33185e-05 0.000207891 -6.66079e-06 1.89113e-05 -8.0023e-05 6.63206e-05 0.000102551 0.000227349 -9.81845e-05 -8.23634e-05 0 2.46028e-05 0.000236726 1.00308e-05 0.000521667 0.000287902
internal_weight=0 884 239 2867 844 784 191 137 738 2023 1939 1837 666 190 476 645 291 214 354 214 162 140 121 1783 111 1672 93 102
internal_count=3751 884 239 2867 844 784 191 137 738 2023 1939 1837 666 190 476 645 291 214 354 214 162 140 121 1783 111 1672 93 102
is_linear=0
shrinkage=0.0995203


Tree=8759
num_leaves=27
num_cat=0
split_feature=20 20 21 0 18 0 21 9 4 1 0 9 26 26 0 21 26 5 20 9 9 9 1 5 4 0
split_gain=0.00210726 0.0100659 0.0116301 0.00258579 0.0110574 0.00936471 0.000732371 0.000636927 0.000950622 0.00154333 0.00127757 0.000913433 0.000851271 0.000790207 0.000564042 0.00154501 0.00110384 0.000500099 0.000482606 0.000376898 0.000668976 0.00119155 0.00100784 0.000577534 0.000373261 0.000148542
threshold=-0.080934999999999993 -0.08231999999999999 0.08846500000000003 -0.088594999999999993 -0.10303999999999999 -0.089674999999999991 -0.072824999999999987 -0.073629999999999987 0.085720000000000018 -0.50290499999999982 -0.057604999999999996 0.095950000000000021 -0.057034999999999995 0.082250000000000031 -0.15137999999999999 0.087785000000000016 0.12236500000000003 -0.068984999999999991 -0.083135000000000001 0.10199500000000002 0.08895500000000002 0.08709500000000002 -0.013105 -0.025879999999999997 0.11849500000000003 -0.050494999999999991
decision_type=2 2 2 2 2 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 -3 4 -2 6 -6 24 12 -10 -11 -12 25 -14 15 -8 -16 -15 19 20 21 23 -22 -1 -5 -9
right_child=3 2 -4 7 5 -7 14 8 9 10 11 -13 13 17 16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27
leaf_value=-0.00010225801637674068 -0.0014562156487540597 5.3965470072842972e-06 0.002126164432075433 0 -0.00028517855352210416 -0.0014491440233621842 0.0004064736493603195 0.00016458717939514509 0.00067315655986343757 0.00046915450798672311 0.00013329815978343538 -0.00038229951313912376 -0.00027769659436653279 -7.4221516995716711e-05 -6.2654169063838057e-05 -0.00016983124846367602 0.00038012538241141518 6.069861768533295e-05 -0.00027446808028171605 -0.00016810616892303073 -4.2157117403028092e-05 -0.0004447991681587106 0.00050454094553931735 0.00016848646386034721 -0.00028618510295939177 0.00045527739916920688
leaf_weight=115 61 52 52 83 75 46 121 47 61 63 84 56 89 356 479 72 63 1111 51 71 55 50 76 227 88 47
leaf_count=115 61 52 52 83 75 46 121 47 61 63 84 56 89 356 479 72 63 1111 51 71 55 50 76 227 88 47
internal_value=0 0.000164945 0.00107365 -2.15348e-05 -0.000160985 -6.77286e-05 9.71158e-06 3.9404e-05 5.6153e-05 0.000231917 9.52956e-05 -6.70936e-05 2.75345e-05 9.42226e-06 4.09162e-05 0.000187238 -9.67676e-06 2.73992e-05 1.71556e-05 4.35721e-05 7.38738e-05 6.65695e-06 0.000268762 7.5053e-05 -0.00014328 0.000318641
internal_weight=0 749 104 3002 917 856 810 2085 1914 264 203 140 1650 1556 735 193 542 1467 645 594 523 392 131 342 171 94
internal_count=3751 749 104 3002 917 856 810 2085 1914 264 203 140 1650 1556 735 193 542 1467 645 594 523 392 131 342 171 94
is_linear=0
shrinkage=0.0995203


Tree=8760
num_leaves=19
num_cat=0
split_feature=28 18 8 18 8 8 1 8 17 1 18 5 1 0 18 26 26 17
split_gain=0.0162312 0.00633628 0.00619638 0.0194181 0.0103949 0.00413653 0.016165 0.00116393 0.000969476 0.00168345 0.00143286 0.000950096 0.000939715 0.000924594 0.00091598 0.000485415 0.000325968 0.000309945
threshold=0.083225000000000021 0.26473000000000008 -0.091914999999999983 -0.092864999999999989 -0.092984999999999998 -0.088520000000000001 -0.0086750000000000004 -0.08595499999999999 -0.015100000000000001 -0.0092949999999999994 -0.015440000000000001 -0.46244499999999994 0.50996500000000011 -0.081674999999999984 -0.0032949999999999998 0.12086000000000002 0.087395000000000014 -0.052269999999999997
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 6 14 8 10 -10 -7 12 -9 -13 -4 17 -16 -5
right_child=-2 -3 5 4 -6 7 -8 11 9 -11 -12 13 -14 -15 16 -17 -18 -19
leaf_value=0.002291291651847621 0.0015598892978590418 -0.00089226233756649505 0.00033276484279951999 0.00022148615589095779 0.0015526885331999629 0.00076216355750068716 -0.0020103544197206994 -0.0003269189907791743 -0.00026478973697584648 0.00040763946483606466 7.2098159544331251e-05 8.2968619134155967e-05 0.00016000752050827552 -4.5831260689458351e-05 -0.00034173252023415288 -0.00026563049862609987 5.3681633438531513e-06 2.377252703400654e-05
leaf_weight=46 69 74 63 103 49 60 50 165 83 66 65 946 49 1321 47 47 52 386
leaf_count=46 69 74 63 103 49 60 50 165 83 66 65 946 49 1321 47 47 52 386
internal_value=0 1.88631e-05 3.78297e-05 0.000321114 0.000164795 -2.21413e-05 -0.000445836 1.01653e-05 0.000204969 2.75707e-05 0.000409879 -1.10187e-05 -0.000211601 7.55474e-06 3.1987e-05 3.63892e-05 -0.000151148 6.70918e-05
internal_weight=0 3672 3598 631 585 2967 212 2755 274 149 125 2481 214 2267 162 536 99 489
internal_count=3741 3672 3598 631 585 2967 212 2755 274 149 125 2481 214 2267 162 536 99 489
is_linear=0
shrinkage=0.0995203


Tree=8761
num_leaves=17
num_cat=0
split_feature=28 18 5 5 0 0 2 21 2 0 0 2 0 9 6 20
split_gain=0.0131593 0.00513926 0.00319427 0.0109246 0.00639899 0.011809 0.013457 0.000893196 0.000879472 0.00086306 0.000931997 0.000713707 0.00135024 0.000939061 0.00092419 0.000699294
threshold=0.083225000000000021 0.26473000000000008 -0.14822499999999997 -0.1807 -0.088174999999999989 -0.088784999999999989 -0.11700999999999999 0.096415000000000015 -0.24151999999999998 -0.087614999999999985 -0.086775000000000005 -0.037414999999999997 -0.061654999999999995 0.088995000000000019 -0.50196499999999988 -0.042414999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 6 -4 -8 -6 -10 -11 12 13 -1 -13 -16
right_child=-2 -3 4 -5 8 -7 7 -9 9 10 -12 14 -14 -15 15 -17
leaf_value=0.00024049983878654746 0.001404648738893715 -0.00080346411441344198 0.0016855326183818685 -0.0015053188265503801 -0.00034074870821089215 0.0017664804177657744 1.2551646714052369e-05 0.00028345578820850931 -0.00041521316052261668 0.00031378807736365824 4.1252532485115411e-07 -0.00052434168772065777 0.000515372954813626 -0.00019084623967198091 -0.00029278339952998279 3.5157553788642116e-05
leaf_weight=78 69 74 57 55 75 53 459 167 47 99 1967 52 56 137 92 204
leaf_count=78 69 74 57 55 75 53 459 167 47 99 1967 52 56 137 92 204
internal_value=0 1.70524e-05 3.41555e-05 -0.000160754 7.93634e-05 0.000333224 0.000220807 8.61293e-05 -5.65636e-06 5.85018e-06 1.58253e-05 -3.99631e-05 7.92397e-05 -3.05503e-05 -0.000135143 -6.40044e-05
internal_weight=0 3672 3598 674 2924 736 683 626 2188 2113 2066 619 271 215 348 296
internal_count=3741 3672 3598 674 2924 736 683 626 2188 2113 2066 619 271 215 348 296
is_linear=0
shrinkage=0.0995203


Tree=8762
num_leaves=25
num_cat=0
split_feature=27 18 18 8 8 8 26 8 9 2 2 2 1 8 4 17 1 17 8 3 4 8 8 29
split_gain=0.00835851 0.060016 0.00475099 0.0018063 0.00784521 0.00458536 0.0127174 0.000816105 0.002229 0.00184878 0.000662932 0.00235264 0.0011043 0.000630241 0.000618667 0.000445161 0.000816963 0.00046339 0.000650795 0.000447257 0.000431403 0.000323025 0.000269389 0.000322237
threshold=1.0000000180025095e-35 -0.089674999999999991 0.26473000000000008 -0.091914999999999983 -0.093795000000000003 -0.088520000000000001 0.085855000000000029 -0.08595499999999999 0.083925000000000013 -0.084154999999999994 -0.086304999999999993 -0.086775000000000005 -0.082489999999999994 -0.090274999999999994 0.079225000000000018 -0.052269999999999997 -0.080844999999999986 0.061900000000000018 -0.39070999999999995 0.093835000000000016 0.13630500000000004 -0.082844999999999988 -0.094139999999999988 -0.081409999999999996
decision_type=2 2 2 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 15 6 -5 8 -7 -10 11 -9 -12 -8 -3 16 -1 18 -17 -19 21 22 -16 -24
right_child=1 14 -4 5 -6 7 13 10 9 -11 12 -13 -14 -15 20 17 -18 19 -20 -21 -22 -23 23 -25
leaf_value=-4.8998392712526189e-05 0.0038489059879407731 0.00034378391587619797 -0.00087753513465379141 -0.0019223253264553943 0.0013217949054989311 -0.00042357203140624581 -0.00021603501205923076 -4.7467247224248273e-05 0.00080899907585168585 0.00012820518992244447 0.00016667888620548239 -0.0007830194387107713 -2.6138077961738376e-05 0.0002570127754508217 -0.00012618460586790394 -0.0003145418761878284 0.00048871206851252484 -8.0010918859902487e-05 5.0080146831722821e-05 0.00026716270040862144 0.00024114689900131396 -0.00023047446745576923 -4.629509170519549e-05 0.00029175917812893987
leaf_weight=53 46 57 62 47 53 49 53 564 56 148 374 47 1364 58 83 91 54 61 97 83 55 81 53 52
leaf_count=53 46 57 62 47 53 49 53 564 56 148 374 47 1364 58 83 91 54 61 97 83 55 81 53 52
internal_value=0 0.000453126 -1.4516e-05 1.68595e-06 0.000177596 -2.93753e-05 -0.000549952 1.92089e-06 0.000172029 0.000319103 -1.60522e-05 -0.000105388 1.48832e-05 2.37681e-05 4.09875e-05 3.75928e-05 0.000214719 -1.70273e-05 -0.000122058 0.000114411 -9.75565e-06 -6.40987e-05 3.23015e-06 0.000113326
internal_weight=0 427 3314 3252 492 2760 158 2602 253 204 2349 611 1738 111 381 439 107 332 188 144 324 269 188 105
internal_count=3741 427 3314 3252 492 2760 158 2602 253 204 2349 611 1738 111 381 439 107 332 188 144 324 269 188 105
is_linear=0
shrinkage=0.0995203


Tree=8763
num_leaves=19
num_cat=0
split_feature=28 18 8 18 8 8 1 18 8 6 1 18 5 2 1 8 8 2
split_gain=0.00977273 0.00335714 0.00415432 0.0124177 0.00885514 0.00360191 0.0142067 0.000899661 0.000753939 0.00088859 0.00176902 0.00113737 0.00067622 0.000819372 0.00074774 0.000359972 0.000303945 0.000212152
threshold=0.083225000000000021 0.26473000000000008 -0.091600000000000001 -0.093130000000000004 -0.092545000000000002 -0.088520000000000001 -0.0092949999999999994 0.0020050000000000003 -0.08595499999999999 -0.011749999999999998 -0.0084199999999999987 -0.011039999999999999 -0.46244499999999994 0.09556000000000002 0.50996500000000011 -0.097249999999999989 -0.49499500000000002 -0.080695000000000003
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 6 7 -4 9 10 -7 -11 14 -14 -10 16 -5 -17
right_child=-2 -3 5 4 -6 8 -8 -9 12 11 -12 -13 13 -15 -16 17 -18 -19
leaf_value=0.0018314399477304092 0.0012082946586699703 -0.00065062163803296781 0.00027427721791373411 -9.6648288442034309e-05 0.0013746286099219878 0.00077922786045131747 -0.0019443900351458041 -0.00022553039182233691 -0.00028445185449038694 -0.00036614867762118096 3.2490690634025658e-05 0.00021420340337064678 -1.3416963532275349e-05 0.0002112601659226371 0.00014923279239898327 0 0.00010204618423728793 -0.00027115187854695688
leaf_weight=46 69 74 79 94 52 55 47 64 165 55 79 85 2093 174 49 58 344 59
leaf_count=46 69 74 79 94 52 55 47 64 165 55 79 85 2093 174 49 58 344 59
internal_value=0 1.24781e-05 2.63436e-05 0.000253552 0.000132626 -2.37577e-05 -0.000442908 4.48624e-05 4.85208e-06 0.000161723 0.000345097 -7.94478e-06 -1.21427e-05 3.46667e-06 -0.000181325 1.47835e-05 5.7535e-05 -0.000138263
internal_weight=0 3672 3598 653 607 2945 190 143 2755 274 134 140 2481 2267 214 555 438 117
internal_count=3741 3672 3598 653 607 2945 190 143 2755 274 134 140 2481 2267 214 555 438 117
is_linear=0
shrinkage=0.0995203


Tree=8764
num_leaves=24
num_cat=0
split_feature=22 1 9 3 2 2 9 3 11 9 2 17 1 1 17 9 9 9 5 5 18 3 9
split_gain=0.0232275 0.00705243 0.012643 0.0467348 0.0245847 0.00473958 0.0115755 0.0014679 0.00118598 0.00134548 0.00215199 0.00107019 0.00103334 0.000849869 0.000547742 0.00056869 0.0012106 0.00103651 0.000987815 0.000532693 0.000460834 0.000285451 0.000192535
threshold=0.13264000000000004 -0.083284999999999984 0.087825000000000028 0.089810000000000015 -0.083589999999999984 -0.11700999999999999 0.089025000000000021 0.10920500000000002 -0.37931999999999999 0.12912500000000005 -0.046564999999999995 -0.53166999999999998 -0.035694999999999998 -0.082344999999999988 0.11012500000000003 0.084795000000000023 0.084485000000000018 0.083715000000000026 -0.0054650000000000002 0.0047850000000000011 -0.092864999999999989 0.095630000000000021 0.10341500000000002
decision_type=2 2 2 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 -4 6 -3 20 -7 11 -11 12 -10 -13 15 16 17 -1 -17 -20 -5 -22 -8
right_child=-2 5 3 7 -6 8 22 -9 9 10 -12 13 -14 -15 -16 18 -18 -19 19 -21 21 -23 -24
leaf_value=-8.1188463220996902e-05 -0.0022517819258286343 0.0018930493766860161 -0.001144726833998183 -0.0003348828517359732 -0.0041875438047318811 -0.00049657273971329542 0.00010935091110932353 0.0005271837522276328 8.4488747198920654e-06 0.00087113484228938394 -5.8088558918247761e-05 0.00040581939149250614 0.00060057600402238411 -2.5591946907044958e-05 -0.00033423998414202786 0.00043718292412820608 -0.00051508461903627901 0.0003299762264773384 -0.00028131172660449626 0.00016012977882797093 -0.0001140282707143203 0.00019712963777124672 -0.00016978484907684727
leaf_weight=302 48 46 62 50 47 46 49 51 67 46 50 46 56 2251 52 72 51 76 49 59 63 53 47
leaf_count=302 48 46 62 50 47 46 49 51 67 46 50 46 56 2251 52 72 51 76 49 59 63 53 47
internal_value=0 -4.77618e-05 -0.000275551 -0.000782822 -0.00246428 3.50819e-05 0.000594779 5.80078e-05 3.74084e-06 1.32134e-05 0.000378637 -9.44431e-07 0.000284691 -1.65961e-05 -2.41301e-05 1.00475e-06 -5.99302e-05 0 0.000150781 -3.2574e-05 -8.12052e-05 2.10816e-05 -1.8782e-05
internal_weight=0 3691 987 326 109 2704 142 217 2562 2516 96 2420 123 2297 661 609 429 378 180 108 166 116 96
internal_count=3739 3691 987 326 109 2704 142 217 2562 2516 96 2420 123 2297 661 609 429 378 180 108 166 116 96
is_linear=0
shrinkage=0.0995203


Tree=8765
num_leaves=20
num_cat=0
split_feature=27 1 1 27 1 5 18 8 20 3 5 10 21 6 26 0 26 5 3
split_gain=0.0231368 0.00598175 0.0112414 0.00934426 0.00317868 0.0107284 0.00230284 0.0169883 0.00103613 0.00187745 0.000971488 0.000873622 0.000851582 0.000779329 0.000699686 0.000606584 0.000731267 0.000577073 0.000433957
threshold=0.11470500000000003 -0.083284999999999984 -0.084759999999999988 0.085370000000000015 -0.088694999999999982 -0.0020399999999999997 -0.10387 -0.082419999999999993 -0.07825 0.11252000000000002 0.26676500000000009 0.086275000000000018 -0.10962999999999999 -0.069354999999999986 0.087625000000000022 -0.096019999999999994 0.10304500000000003 -0.095169999999999991 0.10892000000000003
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 14 7 -3 9 -9 12 18 -8 -10 -6 17 -17 -14 -1
right_child=-2 6 -4 -5 5 -7 10 8 13 -11 -12 -13 15 -15 -16 16 -18 -19 -20
leaf_value=-5.3332740006704836e-05 -0.0019016693734992764 0.0020612355001407932 -0.0014997327627401119 -0.00149185092156714 -0.00026055111077152914 -0.0017255188642312012 0.00037341670624001276 0.00013606556183172859 0.00043029853340611677 -0.00074225926779586848 0.00041246617120868374 0.00037524468809900481 -1.7584205975720888e-05 -3.8442432400727646e-05 0.0002161078254528499 -8.3959684979366542e-06 0.00016222673034667226 -0.00020737658569007383 0.00017512965194326817
leaf_weight=551 67 46 66 49 51 48 59 48 56 46 58 61 458 87 75 1257 308 252 96
leaf_count=551 67 46 66 49 51 48 59 48 56 46 58 61 458 87 75 1257 308 252 96
internal_value=0 -3.50385e-05 -0.00024322 -0.000153265 -7.79709e-05 -0.000459224 4.2247e-05 0.0003108 -2.54934e-05 -0.000285044 1.0132e-05 1.45707e-05 0 0.000139396 1.66774e-05 -9.54681e-06 2.46604e-05 -8.61001e-05 -1.81689e-05
internal_weight=0 3672 997 931 882 174 2675 283 237 94 2392 708 2334 143 126 2275 1565 710 647
internal_count=3739 3672 997 931 882 174 2675 283 237 94 2392 708 2334 143 126 2275 1565 710 647
is_linear=0
shrinkage=0.0995203


Tree=8766
num_leaves=18
num_cat=0
split_feature=22 26 0 18 2 18 18 18 6 9 21 20 21 8 21 26 8
split_gain=0.0189048 0.00323839 0.00998019 0.00394361 0.00320859 0.0115212 0.00123388 0.00494813 0.00873213 0.00114447 0.000751223 0.000652366 0.000622119 0.000718584 0.000717859 0.000615102 0.000433443
threshold=0.13264000000000004 -0.10954 -0.068604999999999985 0.26473000000000008 -0.11700999999999999 -0.098315 -0.086064999999999989 -0.089024999999999993 0.084050000000000027 0.095415000000000014 -0.01137 -0.088334999999999983 0.091135000000000022 -0.052214999999999998 0.088590000000000016 0.056820000000000016 0.0044850000000000011
decision_type=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 7 10 -9 15 -6 -1 14 -14 -8 -7 -13
right_child=-2 3 -4 -5 6 9 12 8 -10 -11 -12 16 13 -15 -16 -17 -18
leaf_value=0.00027237558904618655 -0.0020245266412491519 0.0015901496277774001 -0.0012377401941542532 -0.00079665093515125047 0.00025441217054318139 -0.00044450814402918244 2.0876312392027836e-05 3.8863198093910181e-06 -0.001798891545019539 0.00030881949599850496 -7.2078822096497699e-05 -0.00032184793328737923 1.0542926966219221e-06 -0.0002445048181162523 0.00029468105124942119 -4.899556619380373e-08 9.1789992412790928e-05
leaf_weight=79 48 57 88 62 80 52 1794 61 46 75 522 49 308 185 101 85 47
leaf_count=79 48 57 88 62 80 52 1794 61 46 75 522 49 308 185 101 85 47
internal_value=0 -3.61451e-05 -0.000372781 -1.00792e-05 4.16581e-06 0.000334063 -2.42241e-05 -0.000139585 -0.000763489 0 -2.73315e-05 5.74929e-05 9.68377e-06 -8.94322e-05 3.59016e-05 -0.000174724 -0.00011081
internal_weight=0 3691 263 3428 3366 269 3097 709 107 212 602 175 2388 493 1895 137 96
internal_count=3739 3691 263 3428 3366 269 3097 709 107 212 602 175 2388 493 1895 137 96
is_linear=0
shrinkage=0.0995203


Tree=8767
num_leaves=22
num_cat=0
split_feature=27 1 9 3 2 2 3 3 1 17 1 9 9 29 21 1 17 17 8 8 6
split_gain=0.0180563 0.00479105 0.0109642 0.0391632 0.00392733 0.0106571 0.00345019 0.00081758 0.000714734 0.000684652 0.000919555 0.000699761 0.00104626 0.00277608 0.00198925 0.000633297 0.000578445 0.000515005 0.000592967 0.000591861 8.2319e-05
threshold=0.11470500000000003 -0.083284999999999984 0.087825000000000028 0.08895500000000002 -0.11700999999999999 -0.14531999999999998 0.090595000000000023 0.10920500000000002 -0.085014999999999993 -0.53166999999999998 -0.035694999999999998 0.12652000000000005 0.11296000000000002 0.097185000000000021 0.086835000000000009 -0.08616 -0.43376500000000001 -0.013885 -0.08237499999999999 -0.081415000000000001 -0.14213999999999999
decision_type=2 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 20 -5 16 15 10 -6 12 13 -11 -14 17 -8 19 -19 -1 -3
right_child=-2 4 3 6 9 -7 7 -9 -10 11 -12 -13 14 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=-0.00016473158741330858 -0.001674959515624337 -0.00016389181724918022 -0.0026989763601496797 -0.00086328826126649773 0 0.0017234480677809289 -0.00028999428944899132 0.00042187946059108199 0.00038348575125305502 -1.3522140174341751e-05 0.00053611023703219196 0.00028801301328880148 -0.00073569401958295825 0.00062318703329359041 0.00013772266444425705 -0.00032749694763904111 0.00010904231817596004 0.00040650866611167648 0 7.0585658467433915e-05 8.5213960616898112e-06
leaf_weight=190 67 46 74 47 67 50 56 52 49 2154 57 82 54 70 47 57 98 65 75 234 48
leaf_count=190 67 46 74 47 67 50 56 52 49 2154 57 82 54 70 47 57 98 65 75 234 48
internal_value=0 -2.5941e-05 -0.000212285 -0.000684755 4.32052e-05 0.000548906 -9.23785e-05 7.9535e-05 1.7087e-05 1.41101e-05 0.000242219 2.01868e-06 -7.71591e-06 6.15009e-06 -0.000321148 -1.05055e-05 -3.07462e-05 2.00794e-05 0.000186477 -3.29324e-05 -6.71423e-05
internal_weight=0 3672 997 327 2675 144 253 206 670 2531 124 2407 2325 2224 101 621 154 564 140 424 94
internal_count=3739 3672 997 327 2675 144 253 206 670 2531 124 2407 2325 2224 101 621 154 564 140 424 94
is_linear=0
shrinkage=0.0995203


Tree=8768
num_leaves=11
num_cat=0
split_feature=28 23 18 22 3 18 18 3 4 3
split_gain=0.00792549 0.00235168 0.00215133 0.00150299 0.00184953 0.00364615 0.0124267 0.00189444 0.00126022 0.00107221
threshold=0.080375000000000016 -0.067359999999999989 0.26473000000000008 0.13292500000000004 0.090435000000000029 0.088635000000000019 0.090540000000000023 0.087925000000000017 0.14699000000000004 0.12212000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3 9 -6
right_child=-2 2 -4 -5 8 6 -8 -9 -10 -11
leaf_value=0.00068044743135432296 -0.00098541854726541945 -4.7053284727329148e-05 -0.00051843239111462863 0.00058300718338851647 -7.3455626282689751e-05 0.0017933262267242969 9.8278396285978489e-05 0.00021960183475290838 -0.00054018162188968573 0.00012248745512614902
leaf_weight=53 79 973 74 47 1495 53 230 361 51 337
leaf_count=53 79 973 74 47 1495 53 230 361 51 337
internal_value=0 2.20404e-05 1.21773e-05 2.34781e-05 1.57305e-05 9.3978e-05 0.000418618 2.44939e-05 -5.10288e-05 -3.69647e-05
internal_weight=0 3674 3621 3547 3500 1617 283 1334 1883 1832
internal_count=3753 3674 3621 3547 3500 1617 283 1334 1883 1832
is_linear=0
shrinkage=0.0995203


Tree=8769
num_leaves=18
num_cat=0
split_feature=28 26 3 26 18 18 18 5 0 0 5 26 18 5 18 26 6
split_gain=0.00642682 0.00191775 0.00373579 0.00227854 0.00895084 0.00223227 0.0113826 0.00195002 0.00368062 0.00176594 0.00154754 0.0014334 0.00125071 0.00116472 0.000810099 0.000739624 0.000580938
threshold=0.080375000000000016 0.14527500000000004 0.12274500000000002 0.10665000000000002 0.12205500000000002 0.088635000000000019 0.090285000000000018 -0.067559999999999995 -0.068604999999999985 -0.071799999999999989 -0.091229999999999992 -0.23202999999999999 0.14607000000000003 -0.095169999999999991 0.086510000000000017 -0.15866 0.092120000000000021
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 7 11 -7 9 -9 10 -5 -1 13 -8 15 -13 -14
right_child=-2 2 -4 4 -6 6 12 8 -10 -11 -12 14 16 -15 -16 -17 -18
leaf_value=-0.00039901729906078616 -0.00088734940296875218 0 0.0011163764313416912 -0.00010052860722644187 -0.001428976983469512 0.0016744662851471438 0.00027200672403377655 0.00093926396119127444 -0.00017144927634306627 0.00020784856816836371 -0.00093006192668040704 0.00040455180939979313 0.00046070684319450718 -0.000111622022467688 -0.00039111590098010713 5.3767358233135993e-06 1.7495436335424966e-05
leaf_weight=90 79 87 46 48 53 48 105 50 70 50 46 47 100 307 50 2430 47
leaf_count=90 79 87 46 48 53 48 105 50 70 50 46 47 100 307 50 2430 47
internal_value=0 1.98691e-05 0.000390963 5.69962e-06 -0.000248607 3.09583e-05 0.000202961 -8.53806e-06 0.000284526 -0.000258443 -0.000515179 -8.62413e-06 7.5142e-05 -1.18656e-05 4.95592e-06 1.32814e-05 0.000324569
internal_weight=0 3674 133 3541 317 3224 607 264 120 144 94 2617 559 412 2527 2477 147
internal_count=3753 3674 133 3541 317 3224 607 264 120 144 94 2617 559 412 2527 2477 147
is_linear=0
shrinkage=0.0995203


Tree=8770
num_leaves=15
num_cat=0
split_feature=26 0 18 26 26 1 1 18 9 3 22 17 9 17
split_gain=0.00398284 0.0109527 0.0028525 0.00216583 0.00115195 0.00113142 0.00549403 0.00129551 0.0010694 0.000753954 0.00051664 0.000469894 0.00114143 0.000707439
threshold=-0.16205499999999998 -0.057604999999999996 0.26473000000000008 0.5128250000000002 -0.2382 -0.081889999999999991 -0.082489999999999994 -0.092084999999999986 0.085075000000000026 0.084855000000000028 0.12431000000000002 0.25342000000000009 0.090465000000000031 -0.000475
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 6 7 9 -9 -2 11 13 -13 -7
right_child=2 -3 -4 -5 -6 10 -8 8 -10 -11 -12 12 -14 -15
leaf_value=-0.00026507664298005987 -0.00042424446776420053 -0.0017810759344457127 -0.00063407055074583634 0.00068036403308553077 0.00032351756110929585 1.5095993245872894e-05 0.0011652866438744464 5.3496938800273833e-06 0.00024603984389304917 -2.4935421540437896e-05 0.00030799966778937874 0.00029077461750313401 -6.5964251097980821e-05 -0.00010328890225976151
leaf_weight=73 65 46 64 51 60 1120 47 367 379 186 49 155 202 889
leaf_count=73 65 46 64 51 60 1120 47 367 379 186 49 155 202 889
internal_value=0 -0.000457369 2.36779e-05 3.59042e-05 0 2.61656e-05 0.000112804 6.2367e-05 0.000128728 -0.000131604 -1.0949e-05 -1.79004e-05 8.66293e-05 -3.68829e-05
internal_weight=0 179 3574 3510 133 3459 1044 997 746 251 2415 2366 357 2009
internal_count=3753 179 3574 3510 133 3459 1044 997 746 251 2415 2366 357 2009
is_linear=0
shrinkage=0.0995203


Tree=8771
num_leaves=9
num_cat=0
split_feature=28 23 18 11 27 1 5 2
split_gain=0.0051372 0.00189002 0.00150458 0.00132472 0.0013315 0.000952514 0.00901832 0.000561592
threshold=0.080375000000000016 -0.066844999999999988 0.26473000000000008 -0.37931999999999999 0.10274500000000002 -0.081889999999999991 -0.093384999999999982 -0.10165999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -7
right_child=-2 2 -4 4 -6 7 -8 -9
leaf_value=0.00059171652560431869 -0.00079334835392064164 -0.00043708677084383228 -0.00043504983620380381 0.0013371137651227733 0.00043346322659063745 -0.00021099324530362903 2.6179261491439902e-05 -4.9934647587614614e-06
leaf_weight=56 79 62 74 55 78 140 976 2233
leaf_count=56 79 62 74 55 78 140 976 2233
internal_value=0 1.77565e-05 8.64638e-06 1.81419e-05 2.64828e-05 1.69166e-05 9.69068e-05 -1.74918e-05
internal_weight=0 3674 3618 3544 3482 3404 1031 2373
internal_count=3753 3674 3618 3544 3482 3404 1031 2373
is_linear=0
shrinkage=0.0995203


Tree=8772
num_leaves=17
num_cat=0
split_feature=18 17 17 27 1 18 0 18 3 3 3 0 1 1 6 18
split_gain=0.00261195 0.00161165 0.0118096 0.00141168 0.00134434 0.00132535 0.00142758 0.00123375 0.000765458 0.00131035 0.00114119 0.000879432 0.000719231 0.000689775 0.000415089 0.000214491
threshold=0.17794000000000004 -0.15802999999999998 -0.17921000000000001 0.11470500000000003 -0.50763499999999995 -0.10303999999999999 -0.23058999999999999 -0.14734 0.11693000000000002 0.11308000000000003 0.10920500000000002 -0.050494999999999991 -0.020614999999999998 -0.082635 -0.085885000000000003 0.26090000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -3 7 14 -6 9 10 12 -10 -1 -8 -7 -2
right_child=15 3 -4 -5 5 6 13 -9 11 -11 -12 -13 -14 -15 -16 -17
leaf_value=-1.0718029149422501e-05 0.00025268476972887952 0.0004118139460365441 -0.0016398686141414331 0.00057148235781592381 4.0993229842949434e-05 0.00018868077511286836 0.00010817436662810453 -0.00060804432056641442 -3.808633810992578e-05 -0.00057785975737326351 0.00043879623276087934 0.00041996977719440824 -0.00035457646257889311 -1.4662712444589277e-05 0.00060103021871829728 0.00055591852652888936
leaf_weight=289 49 87 48 48 49 64 583 64 88 48 46 74 78 1999 49 85
leaf_count=289 49 87 48 48 49 64 583 64 88 48 46 74 78 1999 49 85
internal_value=0 3.41424e-06 -0.000135517 3.53686e-05 2.61968e-05 1.39578e-05 2.82373e-05 -0.000319359 -1.82979e-05 -8.48715e-05 -2.55928e-05 0.000166096 -8.60303e-05 1.27561e-05 0.000374732 0.000451144
internal_weight=0 3614 671 2943 2895 2808 2695 113 623 461 413 162 367 2582 113 134
internal_count=3748 3614 671 2943 2895 2808 2695 113 623 461 413 162 367 2582 113 134
is_linear=0
shrinkage=0.0995203


Tree=8773
num_leaves=34
num_cat=0
split_feature=2 3 17 1 4 26 10 10 2 5 3 3 10 5 5 9 5 1 2 6 2 2 9 9 9 2 9 3 3 3 3 5 5
split_gain=0.00198159 0.00292136 0.00998941 0.0017654 0.00159088 0.00131456 0.00102736 0.00124003 0.000903598 0.00266896 0.00140162 0.00185212 0.000965885 0.00076412 0.0015799 0.000856482 0.000757414 0.00189623 0.00139683 0.00184158 0.00161461 0.00119035 0.00332667 0.00318078 0.00129362 0.00101518 0.00101686 0.000742008 0.00125949 0.000627451 0.000585548 0.000579712 0.000545769
threshold=-0.084924999999999987 0.085505000000000012 -0.14867499999999997 -0.084059999999999996 0.099510000000000029 -0.22971 0.09056500000000002 0.086165000000000019 -0.086304999999999993 -0.0018599999999999999 0.088055000000000022 0.087325000000000028 0.078065000000000023 -0.004089999999999999 -0.0098949999999999993 0.08401500000000002 -0.0078499999999999976 -0.073104999999999989 -0.072895000000000001 -0.049005 -0.065379999999999994 -0.079555000000000001 0.088135000000000033 0.092465000000000033 0.084795000000000023 -0.078784999999999994 0.11296000000000002 0.08511500000000001 0.086895000000000014 0.10892000000000003 0.08920500000000002 -0.034484999999999995 0.0029100000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 27 -5 7 8 10 -10 11 -3 -12 14 15 -4 21 -18 19 -19 -20 22 24 -24 -7 -23 -27 -2 -29 -6 -30 -17 -32
right_child=3 6 13 5 29 16 -8 -9 9 -11 12 -13 -14 -15 -16 31 17 18 20 -21 -22 25 23 -25 -26 26 -28 28 30 -31 32 -33 -34
leaf_value=-0.001705872974425097 0.00068293649184354753 3.01110509325026e-05 -0.00027670455028602455 0.00048358202744211778 -0.00032461211827542358 0.00031759459254962236 0.00042513712977670508 -0.00044663362062446257 -0.00066757956108620036 0.00031007505355389747 -7.9182897591476841e-05 0.0007898303395561016 0.00039656519502317842 0.00024495617389252121 -0.00065458804122315911 -7.2550702907606254e-05 -0.00066815091144641363 1.0388515832372821e-05 0.00059266758523801187 -0.00049191253598404757 0 -0.00045533379215256992 0.00077042607571755077 -9.4975723579543414e-05 -0.00014707196443836633 5.0024401834109716e-05 -0.0002535630395374478 -0.00017236886619002344 0.00062550996026533405 0.00013516293803758926 -6.0240634007399992e-06 0.00041505767634480924 0.0003933355082763285
leaf_weight=46 61 79 83 61 52 80 55 62 63 48 344 56 48 46 56 46 50 202 62 110 169 48 134 59 227 904 124 47 72 65 46 46 97
leaf_count=46 61 79 83 61 52 80 55 62 63 48 344 56 48 46 56 46 50 202 62 110 169 48 134 59 227 904 124 47 72 65 46 46 97
internal_value=0 -9.58524e-05 -0.000346405 6.38935e-05 0.000246311 2.75337e-05 1.02536e-05 -2.11749e-05 1.88875e-05 -0.000237435 7.44291e-05 0.000351318 -1.88397e-05 -0.00011769 -0.000193449 -4.12066e-05 1.43306e-05 -8.10136e-05 -2.54417e-05 -0.000164081 0.000158268 5.07251e-05 0.000177674 0.000501632 -2.33197e-05 -7.5054e-06 1.26086e-05 0.000360591 0.000282417 -6.21848e-05 0.000385643 0.000162355 0.000259146
internal_weight=0 1078 323 2670 440 2230 755 700 638 111 527 135 392 277 231 175 2169 593 543 312 231 1576 500 193 307 1076 1028 323 262 117 215 92 143
internal_count=3748 1078 323 2670 440 2230 755 700 638 111 527 135 392 277 231 175 2169 593 543 312 231 1576 500 193 307 1076 1028 323 262 117 215 92 143
is_linear=0
shrinkage=0.0995203


Tree=8774
num_leaves=23
num_cat=0
split_feature=18 2 2 26 0 2 3 9 5 29 20 6 4 0 3 4 0 9 18 6 21 2
split_gain=0.00201736 0.00151268 0.00872227 0.000933882 0.000822224 0.00137689 0.00191185 0.00112551 0.00351585 0.00218145 0.00072348 0.00185336 0.00103144 0.000713354 0.000704356 0.000668638 0.000902924 0.000907468 0.000783833 0.000483515 0.000483341 0.000210289
threshold=0.17794000000000004 -0.088385000000000005 -0.089549999999999991 -0.22971 -0.095339999999999994 -0.079604999999999995 0.091975000000000015 0.11408000000000003 -0.068984999999999991 0.0050600000000000011 -0.060199999999999997 -0.086254999999999984 0.10557500000000002 0.048265000000000009 0.11165000000000001 0.10386500000000003 -0.080500000000000002 0.093425000000000022 -0.017129999999999996 -0.069354999999999986 0.10254500000000003 -0.079555000000000001
decision_type=2 2 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 -3 5 6 -5 9 -9 13 12 -12 -7 -6 15 16 18 -18 -1 -16 -10 -2
right_child=21 3 -4 4 7 10 -8 8 20 -11 11 -13 -14 -15 19 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.0003254147182484561 0.00054043823816756907 0.00041864334469487335 -0.0013846073146570412 -4.1945214489023528e-06 -1.6651576201760073e-05 3.8644251324866603e-05 0.00084096151567391913 -0.00098297403435470393 0.00024896013449924014 0.00067653714764374093 -8.3008320849707414e-06 0.00046625867355650624 -0.00045094974732478265 0.00024625811128438168 -6.6406956344265614e-06 -0.0003666554719291549 -2.3438980327648105e-05 0.00043746373587772862 2.0673405464495516e-05 0.00039132895465886192 -0.00018073633904700881 0.00025473401952406612
leaf_weight=130 63 61 51 46 1890 169 57 47 57 48 244 120 56 108 54 70 116 64 121 59 46 71
leaf_count=130 63 61 51 46 1890 169 57 47 57 48 244 120 56 108 54 70 116 64 121 59 46 71
internal_value=0 1.67286e-06 -0.000133674 3.24713e-05 2.40311e-05 0.00011868 0.000455566 -5.42173e-06 -0.00026882 1.34889e-05 5.83781e-05 0.000145898 -7.9572e-05 -2.03051e-06 -2.84361e-05 -8.02187e-05 -3.17982e-05 0.00013589 -0.000155314 0.000193904 4.9109e-05 0.000395167
internal_weight=0 3614 665 2949 2888 692 103 2196 150 2046 589 364 225 1998 614 501 431 180 251 113 103 134
internal_count=3748 3614 665 2949 2888 692 103 2196 150 2046 589 364 225 1998 614 501 431 180 251 113 103 134
is_linear=0
shrinkage=0.0995203


Tree=8775
num_leaves=31
num_cat=0
split_feature=18 2 2 3 9 3 18 8 8 6 5 8 18 2 26 6 8 2 5 3 3 9 5 9 9 9 3 4 2 3
split_gain=0.00168542 0.00120804 0.00772358 0.000837173 0.00211158 0.00139928 0.00079344 0.000909156 0.00134013 0.00132759 0.00168993 0.00116191 0.00274566 0.00124463 0.000858147 0.00204146 0.00136602 0.00085093 0.000698895 0.00264956 0.00112807 0.00187226 0.00107819 0.000693739 0.00123954 0.000871904 0.000711038 0.00129085 0.000596882 0.000434449
threshold=0.14607000000000003 -0.088554999999999995 -0.090394999999999989 0.10871500000000002 0.089645000000000016 0.14530500000000005 0.022040000000000008 -0.080659999999999996 -0.079434999999999992 0.090710000000000027 -0.0071849999999999995 -0.076924999999999993 -0.074709999999999985 -0.082904999999999993 0.091195000000000012 -0.055679999999999993 -0.082244999999999999 -0.082954999999999987 -0.063819999999999988 0.097095000000000029 0.095630000000000021 0.095415000000000014 -0.080119999999999983 0.088995000000000019 0.08758500000000001 0.083760000000000015 0.11165000000000001 0.10386500000000003 -0.15544499999999997 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 2 2 2
left_child=1 2 23 4 -2 -5 7 9 -9 14 -11 12 -10 -13 16 -16 -3 -8 20 -20 21 -19 -22 24 25 28 27 29 -1 -25
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leaf_value=1.5819021120861572e-05 0.00095964306490894534 4.5004427067359461e-05 -0.0013261298949982664 -0.00027833273781016627 3.6535067573248566e-05 0.00047862202912358803 -0.00047933745908405331 0.00053105294824262999 0.00028165923676866465 -3.1843177708896189e-05 -0.00077194802413000719 0.00061274158940346449 -0.0006611001964007357 0.00010103552829156639 -3.5204456897414106e-05 0.0007884520735430005 -0.00034387951413459016 9.0759254708848979e-06 0.0002949127626392407 -0.00064062274166554688 0 -0.00061290887561150584 0.00053152146136697649 0.0003430141826728232 -0.00061952135923094604 0.00019876915260609216 0.00032603292593266081 -0.00041850389696440371 -0.00041865039034260244 1.0857006399297306e-05
leaf_weight=53 50 783 49 50 52 46 46 75 59 91 48 51 62 790 74 48 101 355 50 72 79 55 70 56 46 84 80 60 66 147
leaf_count=53 50 783 49 50 52 46 46 75 59 91 48 51 62 790 74 48 101 355 50 72 79 55 70 56 46 84 80 60 66 147
internal_value=0 -1.16008e-06 -0.000125054 0.000296973 0.000497065 7.58475e-05 2.58587e-05 5.60598e-05 0.000123591 -4.38661e-06 -0.000293309 9.09732e-05 -0.000194642 0.00013304 3.47203e-05 0.000282147 0 -6.36601e-05 -3.43799e-05 -0.000250497 1.13224e-05 -7.23645e-05 0.000247096 -2.42582e-05 -0.000151708 -4.16683e-05 6.5877e-05 -1.01453e-05 -0.000218268 0.000106519
internal_weight=0 3550 641 198 102 96 2909 2182 1037 1145 139 962 121 841 1006 122 884 727 681 122 559 410 149 592 249 203 343 263 119 203
internal_count=3748 3550 641 198 102 96 2909 2182 1037 1145 139 962 121 841 1006 122 884 727 681 122 559 410 149 592 249 203 343 263 119 203
is_linear=0
shrinkage=0.0995203


Tree=8776
num_leaves=19
num_cat=0
split_feature=18 1 1 1 30 3 9 2 2 21 6 0 18 18 3 0 3 18
split_gain=0.013766 0.00182651 0.0131945 0.00205684 0.00183298 0.00122377 0.00237966 0.00119226 0.00243743 0.00103271 0.00156594 0.00151364 0.000984095 0.00107939 0.000722876 0.000594397 0.00058437 0.000499419
threshold=0.31227500000000008 -0.083684999999999996 -0.084759999999999988 -0.080844999999999986 0.12198500000000002 0.085035000000000013 0.087635000000000032 0.12875500000000004 0.096520000000000022 -0.026109999999999998 -0.010459999999999999 -0.096019999999999994 -0.097709999999999991 -0.14734 0.11089500000000001 -0.23032 0.09049500000000002 -0.013125
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 9 -3 -7 8 12 10 11 -5 13 -1 -14 -11 -12 -17
right_child=-2 3 -4 4 -6 6 -8 -9 -10 15 16 -13 14 -15 -16 17 -18 -19
leaf_value=5.9758866750612431e-05 0.0016337783836016047 -0.0007289804892825413 0.0016181293917846191 0.00011637657818356644 0.00062088670827751668 0.00038349297221888361 -0.00054378767817749268 -0.0003267600968054604 0.00067475000989280001 -0.00029439828535249692 0.00014956068159426502 0.00074420304473850872 0.00011484986328895292 -0.00048971310198924194 -0.00026195926042514372 -9.2746925774828633e-05 -0.00019410541385056273 9.078401338379097e-06
leaf_weight=68 53 59 56 101 46 46 66 78 63 88 84 65 590 69 54 756 114 1260
leaf_count=68 53 59 56 101 46 46 66 78 63 88 84 65 590 69 54 756 114 1260
internal_value=0 1.79154e-05 0.000134485 -2.42398e-05 -1.19567e-06 -0.000358241 -0.000155631 4.34841e-05 7.86709e-05 -1.31221e-05 0.000141157 0.000367144 2.95395e-05 -0.000211007 8.19829e-05 -4.0202e-05 -4.41732e-05 -2.87e-05
internal_weight=0 3663 978 2685 2514 171 112 922 844 2468 364 166 781 137 644 2104 198 2016
internal_count=3716 3663 978 2685 2514 171 112 922 844 2468 364 166 781 137 644 2104 198 2016
is_linear=0
shrinkage=0.0995203


Tree=8777
num_leaves=17
num_cat=0
split_feature=18 30 1 1 1 5 0 2 2 18 21 6 8 3 27 0
split_gain=0.0111614 0.00149007 0.00168213 0.010709 0.00155312 0.00321842 0.00125493 0.000970379 0.00198366 0.000945629 0.000848047 0.00127844 0.00138807 0.00134668 0.000628374 0.000586202
threshold=0.31227500000000008 0.12371500000000002 -0.083684999999999996 -0.084759999999999988 -0.080844999999999986 -0.015214999999999999 -0.086414999999999992 0.12875500000000004 0.096520000000000022 -0.14624999999999996 -0.026109999999999998 -0.011749999999999998 -0.091284999999999991 0.09049500000000002 -0.086859999999999993 -0.15468499999999999
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 6 -4 8 9 -1 11 12 -6 -13 -12 -16
right_child=-2 -3 4 -5 10 -7 -8 -9 -10 -11 14 13 -14 -15 15 -17
leaf_value=-0.00031129062264858225 0.001471184478259548 0.00056726582995613481 -0.00020768587923078593 0.0014570929806315182 -8.0987825439025538e-05 0.0002861524435028149 -0.00090332260262870586 -0.00029798294122458869 0.00060759875420899776 6.1879318443902048e-05 -0.00038283005474453331 0.00023926308493081233 0.00056530557978723601 -0.00025477944625549909 -0.0001998458264776561 -1.0627228386952608e-05
leaf_weight=74 53 48 47 56 46 56 68 77 63 703 51 102 100 117 179 1876
leaf_count=74 53 48 47 56 46 56 68 77 63 703 51 102 100 117 179 1876
internal_value=0 1.61547e-05 8.61055e-06 0.000120655 -3.23434e-05 -0.000322589 -0.000626138 3.81473e-05 6.99338e-05 2.52857e-05 -1.19263e-05 0.000127622 0.000356072 -2.09394e-05 -3.65008e-05 -2.75074e-05
internal_weight=0 3663 3615 973 2642 171 115 917 840 777 2471 365 146 219 2106 2055
internal_count=3716 3663 3615 973 2642 171 115 917 840 777 2471 365 146 219 2106 2055
is_linear=0
shrinkage=0.0995203


Tree=8778
num_leaves=20
num_cat=0
split_feature=1 1 1 1 5 18 4 2 4 2 2 1 21 4 19 0 21 20 4
split_gain=0.00961122 0.00113262 0.00870272 0.00145113 0.00268058 0.00111614 0.00098539 0.00162364 0.00134981 0.000914043 0.0014504 0.00104265 0.000593693 0.00160118 0.000959145 0.000894942 0.00134578 0.000628454 0.000592904
threshold=-0.55579999999999996 -0.083684999999999996 -0.084759999999999988 -0.080844999999999986 -0.015214999999999999 0.088635000000000019 0.13657000000000005 -0.021165 0.14367000000000005 0.12875500000000004 0.096520000000000022 -0.50763499999999995 -0.075024999999999994 0.10022000000000002 0.10876500000000001 -0.23032 0.087785000000000016 -0.14741499999999999 0.10619500000000003
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 -3 12 -8 -9 10 11 -2 13 14 -5 16 -14 -17 -13
right_child=1 3 -4 6 -6 -7 7 8 -10 -11 -12 18 15 -15 -16 17 -18 -19 -20
leaf_value=0.0013903532972264932 -0.00038458474836578844 -0.00090444181104930321 0.0013120827871225761 -9.6655215059515161e-05 0.00025767443680887065 -0.00026066334694158517 0.00073856228455679502 0.000448205739619182 -0.00022353347066963355 -0.00030649754294829811 0.00052163400842393417 8.4105720148738326e-05 3.4430467556883076e-05 0.00065572318224580979 0.00035176096322876179 -0.00034261593723485992 -0.00067764528456699653 -9.2949520995476186e-06 -0.00026880353922749043
leaf_weight=51 57 55 56 187 56 61 46 49 74 72 63 642 49 46 63 58 52 1929 50
leaf_count=51 57 55 56 187 56 61 46 49 74 72 63 642 49 46 63 58 52 1929 50
internal_value=0 1.42827e-05 0.000108604 -1.79534e-05 -0.000297762 -0.000572961 5.77132e-07 0.000233104 3.74145e-05 3.14392e-05 6.24122e-05 2.2693e-05 -1.55631e-05 0.000115709 1.30712e-05 -3.45646e-05 -0.000324078 -1.94365e-05 5.74235e-05
internal_weight=0 3665 940 2725 172 116 2553 169 123 884 812 749 2384 296 250 2088 101 1987 692
internal_count=3716 3665 940 2725 172 116 2553 169 123 884 812 749 2384 296 250 2088 101 1987 692
is_linear=0
shrinkage=0.0995203


Tree=8779
num_leaves=15
num_cat=0
split_feature=1 30 1 1 1 5 3 2 2 9 27 5 20 5
split_gain=0.00779347 0.00105879 0.00105154 0.00706461 0.00109408 0.00218208 0.000976792 0.000743003 0.00118147 0.000858964 0.000515485 0.00052745 0.000709048 0.000552004
threshold=-0.55579999999999996 0.12371500000000002 -0.083684999999999996 -0.084759999999999988 -0.080844999999999986 -0.015214999999999999 0.085035000000000013 0.12875500000000004 0.096520000000000022 0.083715000000000026 -0.086859999999999993 -0.096354999999999996 -0.0070099999999999997 -0.093384999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -4 8 9 -2 -6 12 -12 -13
right_child=1 -3 4 -5 10 -7 -8 -9 -10 -11 11 13 -14 -15
leaf_value=0.0012519850950892214 -0.00017513853614331112 0.00046787335237987988 -0.00082665008103402038 0.0011815040665785351 -0.00028264762073578788 0.00023203063036002119 -0.0002237052402745436 -0.0002794306509013086 0.00046972090447971684 7.848956423113542e-05 0.00016911727550946928 -0.00032913086319554213 -2.2033101987549171e-05 -2.0295813893856416e-05
leaf_weight=51 171 50 55 56 66 56 61 71 63 574 362 60 396 1624
leaf_count=51 171 50 55 56 66 56 61 71 63 574 362 60 396 1624
internal_value=0 1.28168e-05 6.29631e-06 9.73491e-05 -2.51648e-05 -0.000268128 -0.000516642 2.73476e-05 5.53178e-05 1.91754e-05 -8.17581e-06 -4.22418e-07 6.81751e-05 -3.17856e-05
internal_weight=0 3665 3615 935 2680 172 116 879 808 745 2508 2442 758 1684
internal_count=3716 3665 3615 935 2680 172 116 879 808 745 2508 2442 758 1684
is_linear=0
shrinkage=0.0995203


Tree=8780
num_leaves=16
num_cat=0
split_feature=24 22 11 4 4 3 4 3 3 18 2 26 2 18 27
split_gain=0.00159528 0.00127856 0.000708275 0.000588097 0.000782669 0.00078709 0.00225656 0.00100508 0.000602099 0.000417515 0.000916647 0.0014659 0.00120018 0.000727449 0.000447357
threshold=-0.070599999999999996 0.13292500000000004 -0.37506 0.079660000000000022 0.08544000000000003 0.086605000000000029 0.10198500000000002 0.090765000000000026 0.085295000000000024 -0.060544999999999995 -0.072895000000000001 0.11326500000000002 -0.076254999999999989 -0.042474999999999999 0.076710000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 8 6 -6 -7 -5 10 12 -12 -4 -11 -15
right_child=1 -3 3 4 5 7 -8 -9 -10 13 11 -13 -14 14 -16
leaf_value=-0.00057449228937169025 0.00031302310369270444 0.00051285014217792137 5.3385171931639645e-05 -7.1776550385298642e-05 0.00066398235852368245 -0.0005419178408911004 -7.4826812879207053e-05 -6.826397556270578e-05 -0.00057052929497674557 -0.00033297481907157211 0.00043992227814090552 -0.0001839363015921978 -0.00037873910505897796 -1.6731289298556874e-05 0.00027952596564028348
leaf_weight=49 66 47 689 50 55 49 155 574 55 71 131 50 70 1587 52
leaf_count=49 66 47 689 50 55 49 155 574 55 71 131 50 70 1587 52
internal_value=0 -2.59743e-06 -9.45148e-06 -1.56114e-05 -8.3412e-05 -4.99823e-05 0.000114773 -0.000106832 -0.000340825 8.07848e-06 6.15798e-05 0.000263063 1.24532e-05 -2.08529e-05 -6.83256e-06
internal_weight=0 3701 3654 3588 938 833 210 623 105 2650 940 181 759 1710 1639
internal_count=3750 3701 3654 3588 938 833 210 623 105 2650 940 181 759 1710 1639
is_linear=0
shrinkage=0.0995203


Tree=8781
num_leaves=16
num_cat=0
split_feature=24 22 9 9 9 5 9 17 9 9 5 5 26 20 17
split_gain=0.00129317 0.00103708 0.000765347 0.00062026 0.00188774 0.000779258 0.000775602 0.000912212 0.00122245 0.000888426 0.00057381 0.000572046 0.000503762 0.000498493 0.000494251
threshold=-0.070599999999999996 0.13292500000000004 0.11351500000000002 0.097990000000000022 0.099125000000000033 -0.086109999999999992 0.096130000000000021 0.057560000000000014 0.096830000000000013 0.09550500000000002 -0.086109999999999992 -0.034484999999999995 0.11699500000000003 -0.074014999999999984 0.0084900000000000028
decision_type=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 -8 14 -4 -12 -13 -7 -2
right_child=1 -3 10 4 5 13 7 -9 -10 -11 11 12 -14 -15 -16
leaf_value=-0.00051731868270583599 1.2966856651394946e-05 0.00046181124368502074 0.00036287940974086806 -0.00070329220968868937 -0.00031328185451589527 0.00031809828378424697 0.00075138312891969957 -0.00013186394763979839 3.3620438686750717e-05 -0.00045287485637263137 -0.00024727600853237256 -4.6601795102479749e-05 0.00038343870939900677 -3.6477962086350694e-05 -7.9688603154736415e-05
leaf_weight=49 2142 47 90 52 75 55 48 47 51 46 46 48 54 127 773
leaf_count=49 2142 47 90 52 75 55 48 47 51 46 46 48 54 127 773
internal_value=0 -2.38296e-06 -8.57775e-06 -2.08128e-05 -0.000155415 -4.13752e-05 -7.16269e-06 0.000216325 0.000389896 -1.84588e-05 0.000163591 3.68707e-05 0.000173041 6.61763e-05 -1.13227e-05
internal_weight=0 3701 3654 3416 309 257 3107 146 99 2961 238 148 102 182 2915
internal_count=3750 3701 3654 3416 309 257 3107 146 99 2961 238 148 102 182 2915
is_linear=0
shrinkage=0.0995203


Tree=8782
num_leaves=11
num_cat=0
split_feature=24 22 22 11 0 2 1 1 1 8
split_gain=0.00104845 0.000841057 0.000634224 0.000612799 0.000488722 0.000941272 0.000794244 0.00108371 0.00107883 0.000736054
threshold=-0.070599999999999996 0.13292500000000004 0.11738500000000003 -0.37506 -0.0033699999999999997 0.097285000000000024 -0.084759999999999988 -0.083284999999999984 -0.088909999999999989 0.096835000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 9 8 -8 -5 -6
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11
leaf_value=-0.00046583508871693197 0.00029962370875572051 0.00041585173351029256 -0.00037508747525390212 1.5720479442702257e-05 8.3346041812857197e-05 -0.00041172449203611067 -0.00040980676564214194 -9.4380709795784093e-06 0.00030669926175724144 -0.00027998279107551067
leaf_weight=49 65 47 46 418 180 84 69 2528 185 79
leaf_count=49 65 47 46 418 180 84 69 2528 185 79
internal_value=0 -2.14581e-06 -7.74639e-06 -2.8361e-06 -8.6161e-06 -0.000121578 3.23618e-06 -2.03907e-05 0.00010635 -2.43156e-05
internal_weight=0 3701 3654 3608 3543 343 3200 2597 603 259
internal_count=3750 3701 3654 3608 3543 343 3200 2597 603 259
is_linear=0
shrinkage=0.0995203


Tree=8783
num_leaves=9
num_cat=0
split_feature=24 22 22 11 4 4 0 4
split_gain=0.000850116 0.000682015 0.000514227 0.000496939 0.000447346 0.000814169 0.000942208 0.000621524
threshold=-0.070599999999999996 0.13292500000000004 0.11738500000000003 -0.37506 0.14154500000000006 0.12498500000000003 -0.093765000000000001 0.10845500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 -7 -5
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=-0.00041947510547337726 0.00026980508788192198 0.0003744662532604939 -0.0003377586981821768 -4.2817962475476896e-07 -0.00024833463464143967 0.00053570804572918929 -3.1615180832883249e-05 -0.00018377096292354863
leaf_weight=49 65 47 46 3162 75 59 52 195
leaf_count=49 65 47 46 3162 75 59 52 195
internal_value=0 -1.91025e-06 -6.97547e-06 -2.53127e-06 -7.75862e-06 -2.3198e-06 0.00026256 -1.1322e-05
internal_weight=0 3701 3654 3608 3543 3468 111 3357
internal_count=3750 3701 3654 3608 3543 3468 111 3357
is_linear=0
shrinkage=0.0995203


Tree=8784
num_leaves=21
num_cat=0
split_feature=26 3 3 9 1 26 6 3 0 21 3 0 6 21 5 1 9 6 4 0
split_gain=0.0054774 0.0118325 0.00724598 0.0255257 0.0480563 0.00116319 0.000795353 0.000761165 0.00101946 0.000716085 0.000631322 0.00105738 0.00103592 0.000572796 0.000573393 0.000441598 0.00120018 0.000486896 0.000432013 4.31977e-05
threshold=-0.126245 0.086285000000000014 0.08544000000000003 0.08488500000000003 -0.081594999999999987 -0.084149999999999989 0.088565000000000019 0.084795000000000023 -0.086025000000000004 0.13276500000000005 0.096775000000000014 -0.057604999999999996 -0.083069999999999991 -0.10962999999999999 -0.53313499999999991 -0.42149500000000001 0.095415000000000014 0.096435000000000021 0.11103500000000002 -0.092474999999999988
decision_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 -2 7 8 -7 13 -3 12 -12 -4 -15 16 -16 -17 -11 -6
right_child=2 10 9 4 19 6 -8 -9 -10 18 11 -13 -14 14 15 17 -18 -19 -20 -21
leaf_value=0.0018628284945285698 -0.00046374845636563175 -0.00015795086708998251 0.00033497385361963181 -0.003360336921398986 9.5499989846790418e-05 -8.0589627133474922e-05 0.0004346598871874362 -0.00031171433072883407 0.0002649345927773973 4.7890385021695065e-05 0.00073176632595665751 -0.00017047989869211283 7.0867549512700477e-05 -0.00027957878472384856 -0.00030875002983554852 3.2718040592469389e-05 0.00020155379249456624 -8.7333895758729627e-05 0.0004195339896031242 -2.9652421627659632e-05
leaf_weight=46 48 64 49 72 49 196 48 63 146 70 48 46 52 75 139 1948 66 402 65 48
leaf_count=46 48 64 49 72 49 196 48 63 146 70 48 46 52 75 139 1948 66 402 65 48
internal_value=0 0.000416208 -6.0545e-05 -0.000354711 -0.00141236 4.25887e-07 5.14171e-05 3.97438e-06 6.45212e-05 9.20355e-06 9.54303e-05 0.000212108 0.000396285 -1.76307e-06 -8.34814e-06 -6.59758e-08 -0.000140464 1.18331e-05 0.000232894 2.51295e-05
internal_weight=0 256 3484 670 169 501 453 405 342 2814 210 146 100 2679 2630 2555 205 2350 135 97
internal_count=3740 256 3484 670 169 501 453 405 342 2814 210 146 100 2679 2630 2555 205 2350 135 97
is_linear=0
shrinkage=0.0995203


Tree=8785
num_leaves=24
num_cat=0
split_feature=26 27 3 9 9 8 8 26 26 27 18 17 0 7 1 18 3 9 18 18 26 8 8
split_gain=0.00444135 0.0112727 0.0058818 0.0206926 0.0448921 0.00128172 0.0023679 0.000958821 0.00153627 0.00069509 0.000600904 0.00129839 0.000603427 0.000559108 0.000564443 0.00137735 0.000556526 0.000850532 0.000424686 0.00160019 0.000930629 0.000357117 0.000224859
threshold=-0.126245 0.083925000000000013 0.08544000000000003 0.08488500000000003 0.085665000000000033 -0.084794999999999995 -0.085764999999999994 0.086420000000000011 0.084685000000000024 0.09532000000000003 -0.088184999999999999 -0.0088649999999999996 -0.081424999999999984 0.058975000000000007 -0.49837999999999999 -0.10726999999999999 0.096775000000000014 0.087885000000000019 -0.069565000000000002 -0.0087699999999999983 -0.0063299999999999997 -0.082184999999999994 -0.080569999999999989
decision_type=2 2 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 5 -5 6 7 8 -2 13 12 -12 -7 14 15 -4 -1 -18 20 -20 -16 -11 -6
right_child=2 -3 9 4 22 10 -8 -9 -10 21 11 -13 -14 -15 18 -17 17 -19 19 -21 -22 -23 -24
leaf_value=-0.00017812322120253977 9.9305914316553308e-05 0.0015684472632548083 -0.00059551069673130573 -0.003248783254289951 0.00019766106147109093 0.00028194221148196343 0.00079217592965318689 0.00038208356381254078 -0.00054232089875903746 0.00044486597230625354 -0.0006303274796352114 -2.5689006836495537e-06 -0.00021181806410155548 -0.00027735711971269765 -0.00026080232159350375 4.439471642409495e-05 0.00047494301724021454 -7.6122017191621066e-05 -0.00019144866600275117 4.0090324677407603e-05 0.00011488536617662192 7.1664859775122269e-05 -9.3594784409005983e-05
leaf_weight=87 113 60 52 68 53 46 47 53 54 52 64 72 52 71 71 87 48 61 378 1350 691 62 48
leaf_count=87 113 60 52 68 53 46 47 53 54 52 64 72 52 71 71 87 48 61 378 1350 691 62 48
internal_value=0 0.000374787 -5.44962e-05 -0.000319531 -0.0012718 5.82873e-08 0.000150703 9.93939e-06 -0.000103264 8.31657e-06 -0.000168332 -0.000304004 1.15937e-05 -1.54573e-06 5.59159e-06 -0.000189105 5.20336e-06 0.000159039 1.6789e-05 -1.00851e-05 7.8806e-05 0.000249078 5.11373e-05
internal_weight=0 256 3484 670 169 501 267 220 167 2814 234 136 98 2700 2629 139 196 109 2490 1728 762 114 101
internal_count=3740 256 3484 670 169 501 267 220 167 2814 234 136 98 2700 2629 139 196 109 2490 1728 762 114 101
is_linear=0
shrinkage=0.0995203


Tree=8786
num_leaves=22
num_cat=0
split_feature=26 26 3 9 9 8 6 0 26 27 7 18 17 4 8 0 21 21 21 18 8
split_gain=0.00359534 0.0114122 0.00477014 0.0167789 0.0364006 0.00104403 0.00210256 0.000714042 0.00113598 0.000581683 0.000614303 0.000489098 0.00104831 0.000520444 0.000472259 0.000998355 0.000461533 0.000488133 0.000667846 0.000634848 0.000183081
threshold=-0.126245 -0.14859999999999998 0.08544000000000003 0.08488500000000003 0.085665000000000033 -0.084794999999999995 0.087575000000000028 -0.086025000000000004 0.085075000000000026 0.10734500000000002 0.08833000000000002 -0.088184999999999999 -0.0088649999999999996 0.08167000000000002 0.0073150000000000012 -0.057604999999999996 -0.10962999999999999 0.10900500000000002 0.09865500000000002 0.14330000000000004 -0.080569999999999989
decision_type=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 3 5 -5 6 7 8 -2 10 16 13 -13 -7 -1 -16 -4 18 -18 -19 -6
right_child=2 -3 9 4 20 11 -8 -9 -10 -11 -12 12 -14 -15 15 -17 17 19 -20 -21 -22
leaf_value=-0.00016537483214836216 7.6904103702421874e-05 0.00173857243546478 0.00032012647292437978 -0.002925463707645876 0.00017798981664244581 0.00023764470870314762 0.00067221511153800441 0.00022657266207459103 -0.0005152876422421063 0.00033101743043007479 -0.00034802621623460138 -0.00056759719040107553 -2.3132308480207225e-06 -0.00022041743792487739 0.00035268125593132386 -0.00021964014345832988 6.3462251173886605e-07 5.5745035507636635e-05 -0.00020065641043915669 0.00045526008087523303 -8.4280028718627885e-05
leaf_weight=81 79 47 46 68 53 51 57 79 52 54 49 64 72 47 82 46 2147 295 176 47 48
leaf_count=81 79 47 46 68 53 51 57 79 52 54 49 64 72 47 82 46 2147 295 176 47 48
internal_value=0 0.00033717 -4.90493e-05 -0.000287732 -0.00114523 0 0.00013601 -5.63357e-06 -0.000151915 7.4889e-06 8.62387e-07 -0.000151928 -0.000274349 9.60852e-06 1.81043e-05 0.000140608 7.47035e-06 1.76648e-06 -1.42636e-05 0.000113043 4.52415e-05
internal_weight=0 256 3484 670 169 501 267 210 131 2814 2760 234 136 98 209 128 2711 2665 2323 342 101
internal_count=3740 256 3484 670 169 501 267 210 131 2814 2760 234 136 98 209 128 2711 2665 2323 342 101
is_linear=0
shrinkage=0.0995203


Tree=8787
num_leaves=24
num_cat=0
split_feature=26 0 3 17 9 3 9 9 9 3 21 18 21 17 3 26 18 3 17 18 0 18 4
split_gain=0.00290915 0.0105727 0.00387034 0.0174021 0.0415131 0.00845046 0.00208072 0.00337533 0.00103684 0.00153103 0.000639421 0.00103148 0.000459084 0.000475698 0.00212431 0.000747168 0.00259199 0.00123987 0.000381554 0.000710389 0.000925252 0.000667714 0.000311512
threshold=-0.126245 -0.060094999999999996 0.08544000000000003 0.052150000000000009 0.083760000000000015 0.08511500000000001 0.084795000000000023 0.085945000000000021 0.084115000000000009 0.083725000000000022 0.09266000000000002 -0.008179999999999998 0.13276500000000005 0.11180000000000002 0.088185000000000027 0.09032500000000003 -0.014825 0.10134000000000003 0.07134500000000002 0.10085500000000001 -0.069955000000000003 0.086285000000000014 0.11103500000000002
decision_type=2 2 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 6 8 -8 9 -2 11 -1 13 18 -15 16 -16 -17 19 21 -21 -4 -14
right_child=2 -3 12 4 -6 -7 7 -9 -10 -11 -12 -13 22 14 15 17 -18 -19 -20 20 -22 -23 -24
leaf_value=5.5160044759925781e-05 -8.3747612816067026e-05 0.0013568661744315395 -1.073330092672603e-05 0.00025409257715342838 -0.0036431808128194044 -0.0012685542880933583 0.00094693389425533922 -2.9826250249445646e-05 -0.00033351611087520979 0.00043031104216368363 0.00012507135813762661 -0.00055051504708130523 2.7288501494987356e-05 0.0006517906236792407 -0.00064807375810051681 0.00029810836558271617 9.7753114068991175e-05 -0.0002072811269795329 -0.0002420433579024181 0 0.00038412289135812401 -0.0001796921575520161 0.00034419084885920441
leaf_weight=53 205 69 1558 63 47 50 64 74 88 79 80 54 70 58 65 154 155 68 76 174 96 275 65
leaf_count=53 205 69 1558 63 47 50 64 74 88 79 80 54 70 58 65 154 155 68 76 174 96 275 65
internal_value=0 0.000303296 -4.40978e-05 -0.000259096 -0.00140366 -3.28086e-05 8.67379e-05 0.000417232 -3.36643e-05 5.63651e-05 -8.10769e-05 -0.000242857 6.80151e-06 -1.91981e-06 8.52887e-05 9.09923e-06 -0.000118884 0.000139617 -2.23066e-05 -1.39763e-05 0.000136095 -3.65283e-05 0.000185935
internal_weight=0 256 3484 670 110 560 510 138 372 284 187 107 2814 2679 500 442 220 222 2179 2103 270 1833 135
internal_count=3740 256 3484 670 110 560 510 138 372 284 187 107 2814 2679 500 442 220 222 2179 2103 270 1833 135
is_linear=0
shrinkage=0.0995203


Tree=8788
num_leaves=20
num_cat=0
split_feature=28 19 17 17 1 26 3 3 3 8 3 3 3 8 17 8 2 2 3
split_gain=0.0308883 0.0117479 0.00316648 0.0180972 0.0416324 0.00264185 0.000686915 0.00227846 0.00125569 0.00121573 0.0014288 0.00115178 0.000927213 0.00262488 0.000465746 0.000453121 0.000441474 0.000884629 0.000692568
threshold=0.080375000000000016 0.14061500000000002 0.0084900000000000028 0.053575000000000012 -0.075804999999999997 -0.112275 0.087445000000000023 0.087745000000000031 0.086850000000000024 -0.086589999999999986 0.086285000000000014 0.083955000000000016 0.08844500000000001 -0.081534999999999982 -0.031185000000000001 -0.061684999999999997 -0.07360499999999999 -0.070354999999999987 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 2 6 4 -4 -5 8 -8 9 11 -11 -1 13 -9 -14 -6 18 -18 -7
right_child=-2 -3 3 5 15 16 7 12 -10 10 -12 -13 14 -15 -16 -17 17 -19 -20
leaf_value=-2.0746973245001172e-05 -0.0020281255802929933 0.0015662636253173242 -0.0036880002785442891 -0.00072026738334802685 0.00016896904075535616 4.4108167420828552e-06 -0.00066180454037393938 -7.7150407052701433e-05 0.00045749326952100632 8.1919389796731815e-06 -0.00056505784455449252 0.00035318413996734044 -5.4023414362352469e-05 0.00083010285415171907 5.7599576060206727e-05 -0.0002630854568719097 -0.00041153343479886521 1.7269367241263417e-05 0.00027118175637275165
leaf_weight=133 77 46 46 49 49 278 52 82 86 395 48 196 1038 50 571 46 56 301 153
leaf_count=133 77 46 46 49 49 278 52 82 86 395 48 196 1038 50 571 46 56 301 153
internal_value=0 -1.37983e-05 -3.40523e-05 -0.000187194 -0.00123029 -1.04978e-05 2.21357e-05 -1.25053e-05 9.54804e-05 5.40922e-05 -5.2073e-05 0.000199532 6.41773e-06 0.000260305 -1.3902e-05 -3.16192e-05 3.25988e-05 -4.77008e-05 0.000101011
internal_weight=0 3675 3629 978 141 837 2651 1793 858 772 443 329 1741 132 1609 95 788 357 431
internal_count=3752 3675 3629 978 141 837 2651 1793 858 772 443 329 1741 132 1609 95 788 357 431
is_linear=0
shrinkage=0.0995203


Tree=8789
num_leaves=17
num_cat=0
split_feature=19 18 27 17 18 26 27 6 6 3 3 4 4 17 38 9
split_gain=0.0104556 0.00766741 0.0603035 0.0188723 0.00642989 0.00239475 0.00143608 0.00115614 0.000914853 0.000878318 0.00070809 0.000640062 0.00121627 0.000737827 0.000570164 0.000272432
threshold=0.14071500000000006 -0.088855000000000003 1.0000000180025095e-35 0.043850000000000007 0.26473000000000008 -0.23202999999999999 0.11374500000000003 0.086420000000000011 0.091615000000000016 0.091475000000000015 0.091975000000000015 0.087155000000000024 0.10098000000000003 -0.07496499999999999 -0.080750000000000002 0.088510000000000019
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 9 11 -9 14 -11 13 -13 -1 -7 -10
right_child=-2 4 -4 -5 -6 6 -8 8 15 10 -12 12 -14 -15 -16 -17
leaf_value=7.7276042461111325e-05 0.001440543482100242 -0.0005368226622135603 -0.0038438174207176732 -0.0020735443620219251 -0.0010156681845547315 -0.00022609871659202732 0.00059249278897275802 0.00061944925581309 -5.0715660583900235e-05 -0.00037907114004537615 -1.0330514140460564e-05 -0.00060629308286973109 2.7139260606095537e-05 -0.00023737820102191751 9.9564177383304454e-05 0.00026410685508007815
leaf_weight=299 46 73 46 46 60 54 46 47 59 54 1322 55 61 98 1340 46
leaf_count=299 46 73 46 46 60 54 46 47 59 54 1322 55 61 98 1340 46
internal_value=0 -6.85445e-05 -0.000351091 -0.000123969 3.70696e-06 2.51612e-05 4.00203e-05 9.65813e-06 0.000251782 3.05502e-05 -2.53964e-05 -6.04865e-05 -0.000266138 0 8.63616e-05 7.94102e-05
internal_weight=0 3706 757 711 2949 2889 2816 665 152 2770 1376 513 116 397 1394 105
internal_count=3752 3706 757 711 2949 2889 2816 665 152 2770 1376 513 116 397 1394 105
is_linear=0
shrinkage=0.0995203


Tree=8790
num_leaves=20
num_cat=0
split_feature=27 4 17 17 18 3 3 17 3 9 9 4 25 3 6 3 3 5 26
split_gain=0.00724576 0.0358877 0.00547092 0.00914618 0.00476527 0.00262896 0.0195805 0.00141259 0.00125879 0.00201517 0.00158371 0.00105967 0.000536734 0.000591244 0.000492391 0.000273511 0.000257195 0.000295427 0.000177979
threshold=0.083925000000000013 0.083555000000000018 0.51392000000000015 0.53699500000000022 0.26473000000000008 0.08400500000000001 0.083725000000000022 0.056905000000000011 0.084795000000000023 0.084915000000000032 0.084485000000000018 0.13707500000000003 0.082255000000000023 0.094970000000000013 0.084050000000000027 0.13451500000000002 0.11523000000000001 -0.014739999999999998 -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=2 -2 4 -4 5 6 7 14 9 10 -7 15 13 -10 -1 16 17 18 -3
right_child=1 11 3 -5 -6 8 -8 -9 12 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00016212049622994993 -0.0030673445183767053 0 0.0017603981981536689 1.205303338232756e-05 -0.00092810970083231404 0.00036279776044106552 -0.0021119530966960433 0.00050216644411586503 3.9265971305378532e-05 0.00084011288641182942 -0.00038646976587842369 -0.00050451905482574392 0.00033382981576084484 -5.4973356505691738e-05 0.00015826415957294118 0.00019970492010358611 -0.00024380215084784631 -0.00017317704254289859 0.0002600603902141287
leaf_weight=157 46 49 46 86 57 70 49 54 1504 47 46 49 48 1173 66 54 52 53 46
leaf_count=157 46 49 46 86 57 70 49 54 1504 47 46 49 48 1173 66 54 52 53 46
internal_value=0 -0.000476769 -3.78902e-07 0.000627527 -2.59681e-05 -9.71397e-06 -0.000277784 4.37167e-05 2.02626e-05 0.000288979 5.86173e-05 -8.07786e-05 3.88848e-06 -1.72174e-06 -6.36271e-05 0 -5.26926e-05 8.92278e-06 0.000119132
internal_weight=0 349 3403 132 3271 3214 326 277 2888 163 116 303 2725 2677 223 254 200 148 95
internal_count=3752 349 3403 132 3271 3214 326 277 2888 163 116 303 2725 2677 223 254 200 148 95
is_linear=0
shrinkage=0.0995203


Tree=8791
num_leaves=14
num_cat=0
split_feature=19 18 3 18 18 11 4 5 3 21 26 26 25
split_gain=0.00844902 0.00619696 0.03423 0.0105571 0.00434578 0.00201246 0.000942731 0.00154695 0.000993662 0.000849276 0.000786436 0.000884875 0.000688319
threshold=0.14071500000000006 -0.088855000000000003 0.08400500000000001 -0.090254999999999988 0.26473000000000008 -0.37931999999999999 0.084755000000000025 0.2686150000000001 0.086015000000000022 -0.0092899999999999996 -0.2382 -0.15866 0.096120000000000025
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 -7 -12 -13
right_child=-2 4 3 -5 -6 10 7 -9 9 -11 11 12 -14
leaf_value=-0.0023149567417700598 0.0012993060839138581 -0.00053465501035167501 0.00041656949740529983 -0.0014787335016809048 -0.00083024322516735897 -0.00033642614005705923 -0.00061523266918442126 4.6112546648806064e-05 0.00040677010839089016 -2.6323054264516785e-05 0.00045766154575242355 3.0170064083934452e-05 0.0003973943767734291
leaf_weight=76 46 62 78 50 60 54 55 91 51 356 51 2670 52
leaf_count=76 46 62 78 50 60 54 55 91 51 356 51 2670 52
internal_value=0 -5.72637e-05 -0.000311292 -8.64801e-05 7.66715e-06 2.53526e-05 2.25438e-05 -0.000197417 9.04469e-05 2.59353e-05 3.79239e-05 4.55091e-05 3.74861e-05
internal_weight=0 3706 757 681 2949 2889 631 146 485 407 2827 2773 2722
internal_count=3752 3706 757 681 2949 2889 631 146 485 407 2827 2773 2722
is_linear=0
shrinkage=0.0995203


Tree=8792
num_leaves=25
num_cat=0
split_feature=27 3 3 3 9 3 17 17 5 26 6 6 6 3 3 7 9 17 9 9 9 17 1 1
split_gain=0.00203819 0.00156175 0.0144263 0.00141574 0.0016865 0.00140704 0.000995776 0.00163542 0.0019981 0.000880907 0.000821093 0.00100549 0.000972577 0.00103762 0.00195557 0.000748253 0.000556094 0.000541914 0.000520015 0.00150159 0.00106874 0.000492406 0.000980447 0.00038888
threshold=0.11823500000000002 0.081685000000000021 0.07728500000000002 0.086015000000000022 0.084915000000000032 0.084895000000000012 -0.00265 -0.011809999999999999 -0.012464999999999999 0.087395000000000014 -0.099455000000000002 -0.10567 -0.078305 0.11693000000000002 0.10457000000000002 -0.074334999999999998 0.083795000000000022 0.12439000000000001 0.097035000000000024 0.098465000000000011 0.096225000000000019 -0.0064000000000000003 0.50996500000000011 -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 2
left_child=1 2 21 4 6 -6 7 8 -3 -7 11 15 13 14 -12 -5 -8 -17 20 -20 -14 23 -23 -1
right_child=-2 3 -4 10 5 9 16 -9 -10 -11 12 -13 18 -15 -16 17 -18 -19 19 -21 -22 22 -24 -25
leaf_value=0.00049505944692463614 0.00064599717392380834 -0.0003036175006158231 -0.0017578004906950754 -0.00043010347127287244 0.00078204184924341217 0.00049833973658144329 6.8708309609636208e-05 -0.00042725892594847108 0.0003422839265159721 -8.9211816124448644e-05 0.00010533562752379327 -0.00053369910515070932 -5.8677479323023954e-06 -0.00027733159828099979 0.00072616855516777342 -7.064445956593359e-05 0.00057285084663414839 0.00028482387804214905 -0.00056712403454041069 -3.0835026011251609e-05 0.00040605779009613856 -0.00025531415837171865 0.00029498344413167129 6.192994469110057e-05
leaf_weight=46 49 74 50 52 68 46 48 80 129 52 316 54 1485 48 61 345 47 48 62 337 65 73 57 46
leaf_count=46 49 74 50 52 68 46 48 80 129 52 316 54 1485 48 61 345 47 48 62 337 65 73 57 46
internal_value=0 0 -0.000229615 1.81639e-05 0.00016546 0.000430503 4.69e-05 -4.41477e-05 0.0001028 0.000178224 -9.4416e-06 -0.00012566 1.46421e-05 0.000151225 0.00020796 -7.4306e-05 0.000326743 -2.51454e-05 -1.47212e-05 -0.00011622 1.08784e-05 0.000110884 -7.73268e-06 0.000287393
internal_weight=0 3689 272 3417 544 166 378 283 203 98 2873 499 2374 425 377 445 95 393 1949 399 1550 222 130 92
internal_count=3738 3689 272 3417 544 166 378 283 203 98 2873 499 2374 425 377 445 95 393 1949 399 1550 222 130 92
is_linear=0
shrinkage=0.0995203


Tree=8793
num_leaves=24
num_cat=0
split_feature=2 2 24 9 0 8 3 3 8 6 9 3 7 7 8 2 20 9 9 0 17 8 0
split_gain=0.00169184 0.0139358 0.00139183 0.00121343 0.00134565 0.0011508 0.00087522 0.00258405 0.00127581 0.0012059 0.00156924 0.000971244 0.000817398 0.00161204 0.000779682 0.00124847 0.000943174 0.000581805 0.00152631 0.00141226 0.000464598 0.000407357 0.000212819
threshold=-0.098809999999999995 -0.104295 0.083550000000000027 0.08951000000000002 -0.10148 0.085560000000000011 0.12061000000000002 0.11404500000000002 -0.098504999999999995 -0.13803499999999999 -0.076039999999999983 0.10892000000000003 0.058975000000000007 0.085015000000000021 1.0000000180025095e-35 -0.082139999999999991 -0.071559999999999999 0.095950000000000021 0.10371500000000002 -0.080884999999999999 -0.50029000000000001 -0.082244999999999999 -0.10806499999999999
decision_type=2 2 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 6 -5 14 7 8 22 10 -8 -10 17 -14 15 -6 -16 19 -19 -1 -21 -11 -2
right_child=2 -3 -4 4 5 -7 9 -9 11 21 -12 -13 13 -15 16 -17 -18 18 -20 20 -22 -23 -24
leaf_value=-0.00034327835271748302 0.00054892901850040604 -0.0017222530472465801 -0.00040487165563892993 -0.00043668273096181964 0.00028206996054394432 0.00041621204395541679 0 0.00073484073188975481 7.7181950768580638e-05 -4.4204537242490179e-05 -0.00076069487059630687 -0.00037027916282863073 0.00069421242409983298 -0.0001098176350781453 -0.00062414443014634972 -5.4418413124309156e-05 -1.4058910571717128e-05 -0.00062304040538615601 9.1301492690925234e-05 0.00046165913165760794 7.2062892729254997e-05 0.00028547057920760014 0.00026352130476777494
leaf_weight=63 53 51 70 79 128 59 62 64 1579 77 48 49 47 49 47 741 60 54 62 52 88 66 90
leaf_count=63 53 51 70 79 128 59 62 64 1579 77 48 49 47 49 47 741 60 54 62 52 88 66 90
internal_value=0 -0.000169596 3.30084e-05 4.28367e-05 -4.05363e-05 -9.50812e-06 8.77104e-05 0.000111828 8.88512e-05 -8.39762e-05 -0.000333484 6.32113e-05 1.92403e-05 0.000275295 -3.6082e-05 -3.91306e-06 -0.000289691 -5.52507e-05 -0.00023418 4.2962e-05 0.000222618 0.000102229 0.000375027
internal_weight=0 466 3272 3202 1114 1035 2088 1835 1771 253 110 1628 415 96 976 869 107 319 116 203 140 143 143
internal_count=3738 466 3272 3202 1114 1035 2088 1835 1771 253 110 1628 415 96 976 869 107 319 116 203 140 143 143
is_linear=0
shrinkage=0.0995203


Tree=8794
num_leaves=31
num_cat=0
split_feature=18 17 3 3 8 3 17 18 8 18 17 26 17 0 20 0 6 9 5 3 9 8 17 9 21 17 3 9 0 3
split_gain=0.00132698 0.017442 0.00114096 0.00149717 0.00194279 0.00142121 0.00229359 0.00140977 0.00155139 0.00142826 0.00137344 0.00106373 0.000790858 0.00065981 0.0013168 0.00103445 0.000864416 0.000610023 0.00288696 0.00207682 0.00135379 0.00218539 0.000745908 0.000711325 0.000653638 0.00153018 0.000714387 0.00059934 0.000822413 0.000520982
threshold=-0.098315 -0.0044799999999999987 0.092900000000000024 0.096385000000000012 -0.048554999999999994 0.094285000000000022 0.056905000000000011 -0.069565000000000002 -0.067719999999999989 -0.057764999999999997 -0.54192999999999991 -0.079559999999999992 0.061900000000000018 -0.068604999999999985 -0.076005000000000003 -0.075179999999999983 -0.03764 0.091750000000000012 -0.082635 0.090995000000000006 0.090255000000000016 -0.080659999999999996 0.26760500000000004 0.10864500000000002 -0.021529999999999997 -0.0065549999999999992 0.090295000000000028 0.083760000000000015 -0.08076499999999999 0.10611500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 17 4 5 12 -7 8 -5 -9 -11 -12 -4 15 -15 27 -16 20 23 -20 22 -22 24 -19 25 -2 -26 -1 -29 -18
right_child=2 -3 3 7 -6 6 -8 9 -10 10 11 -13 -14 14 16 -17 29 18 19 -21 21 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00026823686041418086 0.00010327428772400402 -0.0019909572637807969 0.00046825691893607031 0.00076223968096299243 -0.00071967206245936893 0.0001203038148607676 -0.00083021437854645147 -0.00050039870740557161 -2.2123348291790528e-05 0.00053272233369082195 0.00020195849126482317 -6.7153530273764798e-05 -9.4825416745684322e-05 -0.00043607780503070171 0.00043208763301312743 0.0005116034556729511 0.00012306089039512157 -0.00040076164758030245 0.0001492767330713218 0.0010739000427757402 -0.00079765135627682729 8.9393274438649719e-05 0.00039854007195460239 0.00012715369966717074 6.9803117186671766e-05 -0.00057457384472112312 0.00033283552900233176 0.00034854233124861808 -0.00017045078643033551 -0.00030023158903084724
leaf_weight=47 93 46 48 50 66 48 50 58 46 47 177 804 47 71 48 61 60 49 50 51 46 65 74 49 1144 50 115 78 47 53
leaf_count=47 93 46 48 50 66 48 50 58 46 47 177 804 47 71 48 61 60 49 50 51 46 65 74 49 1144 50 115 78 47 53
internal_value=0 -0.000141993 3.05387e-05 -3.49414e-05 -0.000251795 -8.75543e-05 -0.000356301 1.18831e-05 0.000377872 -1.97158e-05 6.60817e-06 -1.77637e-05 0.000181062 3.91554e-05 -7.72902e-05 0.000158615 7.58484e-05 8.38285e-05 0.00024947 0.000624271 6.25422e-05 -0.000270836 8.8168e-05 -0.000128451 7.12021e-05 -0.000128011 9.44793e-05 2.8667e-05 0.000146852 -6.82301e-05
internal_weight=0 511 3227 1441 259 193 98 1182 96 1086 1028 981 95 465 232 233 161 1786 199 101 1587 111 1476 98 1402 143 1259 172 125 113
internal_count=3738 511 3227 1441 259 193 98 1182 96 1086 1028 981 95 465 232 233 161 1786 199 101 1587 111 1476 98 1402 143 1259 172 125 113
is_linear=0
shrinkage=0.0995203


Tree=8795
num_leaves=24
num_cat=0
split_feature=27 2 2 9 3 9 9 20 3 5 1 3 9 5 17 9 7 7 7 10 9 3 3
split_gain=0.00160267 0.00138215 0.0092433 0.00113168 0.00113311 0.00249514 0.00144652 0.00147594 0.00107684 0.00096731 0.00103216 0.000853029 0.00199126 0.00116665 0.00112655 0.00076081 0.000700518 0.000649 0.00154414 0.00125837 0.00116123 0.000605644 0.000512743
threshold=0.11470500000000003 -0.096314999999999998 -0.10077999999999999 0.094435000000000033 0.097255000000000022 0.096305000000000016 0.097200000000000022 -0.076005000000000003 0.094970000000000013 0.40898000000000007 -0.040439999999999997 0.085505000000000012 0.084915000000000032 0.27139000000000008 0.10932500000000002 0.11408000000000003 -0.073659999999999989 0.056805000000000015 0.082845000000000016 0.090150000000000022 0.098180000000000031 0.10457000000000002 0.084855000000000028
decision_type=2 2 2 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 9 5 -5 -6 -8 -7 11 -11 12 14 16 -3 -9 -13 19 -19 20 21 -1 -14
right_child=-2 3 -4 4 6 8 7 15 -10 10 -12 13 22 -15 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=7.420174993989285e-05 0.00050387158868249004 2.4369685232240462e-07 -0.0010890629575047153 -0.00085419949349667358 0.00035299143205862741 0.00018461203576663628 -0.0005517745068835797 0.00013951903973777731 -0.00042786628448780864 4.355625964812956e-06 0.00067606171292425136 -0.00031504436842572678 0.00079206489556915647 -0.00043986910707471917 0.00048232638692161285 -0.00018111663884088451 3.2655120877784986e-05 0.00068391030152600818 -8.0454516677371757e-05 -0.0004776376956125258 0.00045219380424897036 -0.0002662367304800832 0.00029205233233217074
leaf_weight=135 63 405 87 57 86 73 60 157 46 46 50 59 50 56 55 137 1775 46 57 53 57 82 46
leaf_count=135 63 405 87 57 86 73 60 157 46 46 50 59 50 56 55 137 1775 46 57 53 57 82 46
internal_value=0 -2.20297e-06 -0.000153247 2.22653e-05 -9.82992e-05 -0.000311901 -1.09979e-05 -0.000101737 -4.52652e-05 5.18036e-05 0.00036273 3.92658e-05 0.000147698 6.934e-06 5.96637e-05 -7.10839e-06 2.10232e-05 3.41894e-05 0.000252965 -3.22181e-05 5.09521e-05 -5.06708e-05 0.000561003
internal_weight=0 3675 517 3158 616 176 440 354 119 2542 96 2446 556 1890 460 294 1834 430 103 327 274 217 96
internal_count=3738 3675 517 3158 616 176 440 354 119 2542 96 2446 556 1890 460 294 1834 430 103 327 274 217 96
is_linear=0
shrinkage=0.0995203


Tree=8796
num_leaves=16
num_cat=0
split_feature=17 4 28 6 3 17 3 9 3 1 0 3 9 9 24
split_gain=0.00298364 0.0036063 0.000931476 0.00100877 0.00117606 0.0017419 0.0032769 0.00756354 0.0017152 0.00149191 0.00083678 0.00123191 0.000770278 0.00129272 0.00258731
threshold=-0.55157999999999996 0.097375000000000017 0.080375000000000016 0.099330000000000016 0.10871500000000002 0.51326500000000019 0.09587500000000003 0.097035000000000024 0.092115000000000016 -0.061135000000000002 -0.23058999999999999 0.09587500000000003 0.12188500000000002 0.11408000000000003 -0.070254999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 6 8 -8 -5 -6 11 -2 13 14 -12
right_child=2 -3 -4 4 9 -7 7 -9 -10 -11 12 -13 -14 -15 -16
leaf_value=4.4578055510366891e-05 0.00068377050423671195 -0.00094012669735159737 0.00039455014389872526 0.0004066072024486469 0.00028123233468335104 -0.00023651999126979319 0.0015559667585026476 -0.00011872987761794287 -0.00023898842801916537 -0.00037157724723499522 0.00073341584780451502 2.4065069003359214e-05 0.00031556582527064221 -0.0004719712645929185 1.046997745064379e-05
leaf_weight=80 48 66 83 90 68 49 61 46 73 70 50 74 87 53 2739
leaf_count=80 48 66 83 90 68 49 61 46 73 70 50 74 87 53 2739
internal_value=0 -0.000394956 6.34136e-05 5.53454e-05 0.000193627 0.000298979 0.000399194 0.000828353 0.000112453 -4.39709e-05 3.43643e-05 0.000290332 2.34232e-05 1.4192e-05 2.37242e-05
internal_weight=0 146 3591 3508 457 319 270 107 163 138 3051 122 2929 2842 2789
internal_count=3737 146 3591 3508 457 319 270 107 163 138 3051 122 2929 2842 2789
is_linear=0
shrinkage=0.0995203


Tree=8797
num_leaves=16
num_cat=0
split_feature=5 5 6 2 2 2 3 18 2 26 9 9 24 28 0
split_gain=0.00239564 0.00239185 0.000765561 0.00111191 0.00490926 0.00167344 0.00218543 0.00263904 0.00144043 0.00121291 0.000908968 0.00112876 0.00209705 0.000751284 0.000762415
threshold=0.51935500000000012 0.62931500000000018 0.099330000000000016 -0.072419999999999998 -0.076034999999999991 -0.06717999999999999 0.10871500000000002 0.15374500000000005 -0.082084999999999991 0.089625000000000024 0.12188500000000002 0.11408000000000003 -0.070599999999999996 0.080375000000000016 -0.23058999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 8 -5 -7 -8 9 -4 11 12 -1 14 -14
right_child=1 -3 3 5 -6 6 7 -9 -10 -11 -12 -13 13 -15 -16
leaf_value=0.00069755677849767225 -0.00093727588152660833 -3.9249330809368176e-05 -3.8216144214295775e-06 -0.00045728428021992948 0.0011426770872041544 0.00071245071403237825 0.0003321588249340541 -0.0006211454278604422 -0.0003851689151269301 0.00061084365886681432 0.00035639284194869839 -0.00042500058223435256 0.00026210549179426959 0.00034704952852822069 7.3997150751954412e-06
leaf_weight=47 48 81 73 55 56 52 69 49 49 53 87 53 122 71 2772
leaf_count=47 48 81 73 55 56 52 69 49 49 53 87 53 122 71 2772
internal_value=0 -0.000379745 5.61097e-05 0.000177135 0.000330709 1.58267e-05 0.000173708 -5.67674e-05 6.62012e-05 0.000248231 3.83413e-05 2.90463e-05 3.73076e-05 2.65655e-05 1.842e-05
internal_weight=0 129 3608 456 231 225 170 118 175 126 3152 3065 3012 2965 2894
internal_count=3737 129 3608 456 231 225 170 118 175 126 3152 3065 3012 2965 2894
is_linear=0
shrinkage=0.0995203


Tree=8798
num_leaves=18
num_cat=0
split_feature=17 4 17 17 0 18 17 0 0 17 20 26 21 20 21 21 0
split_gain=0.0021092 0.00271224 0.000650188 0.00177099 0.000835918 0.000730894 0.000848526 0.000786409 0.00320452 0.00098969 0.00162223 0.00126303 0.00082942 0.000684774 0.000937201 0.000899229 0.000862728
threshold=-0.55157999999999996 0.097375000000000017 -0.14488499999999999 -0.12118 -0.0033699999999999997 -0.10212999999999998 -0.015100000000000001 -0.082794999999999994 -0.082284999999999983 -0.068169999999999994 0.084680000000000019 0.088115000000000013 -0.01137 1.0000000180025095e-35 0.13457500000000003 0.11754000000000002 -0.067839999999999998
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 13 6 -5 9 -9 10 -7 -11 -10 14 15 16 -2
right_child=2 -3 3 5 -6 7 -8 8 12 11 -12 -13 -14 -15 -16 -17 -18
leaf_value=4.6746467409627044e-05 -2.4632816728411664e-05 -0.00080623845593542128 0.00058351721653737124 5.6358521653752887e-05 -0.00036375145614341719 -0.00028692457224050073 0.00061759085209342869 0.00081645485565207067 0.00040270877048546069 0.00010299844016336559 0.00033559833233627742 -0.00010728860041811186 4.8062360975559314e-05 -0.00030023564061384532 0.0004453259903662739 -0.00030136641974830877 0.00030891803459403097
leaf_weight=80 297 66 66 65 69 220 50 61 71 949 50 400 991 66 51 83 102
leaf_count=80 297 66 66 65 69 220 50 61 71 949 50 400 991 66 51 83 102
internal_value=0 -0.000333243 5.20749e-05 7.24121e-05 -3.56903e-05 6.03185e-05 0.000307491 4.96535e-05 0.00011368 4.73624e-06 -0.000168611 4.00381e-05 7.25431e-05 7.33067e-07 3.95371e-05 -1.70067e-06 5.85842e-05
internal_weight=0 146 3591 2923 668 2857 115 2742 1123 1619 270 1349 1062 599 533 482 399
internal_count=3737 146 3591 2923 668 2857 115 2742 1123 1619 270 1349 1062 599 533 482 399
is_linear=0
shrinkage=0.0995203


Tree=8799
num_leaves=10
num_cat=0
split_feature=17 4 28 29 20 17 17 8 9
split_gain=0.00170602 0.00220419 0.000668277 0.000881333 0.000739123 0.000687059 0.00174156 0.00152884 0.00066804
threshold=-0.55157999999999996 0.097375000000000017 0.080375000000000016 0.096845000000000028 -0.40431 0.51326500000000019 0.50644500000000015 -0.076554999999999998 0.11408000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 8 -7 -6
right_child=2 -3 -4 -5 5 7 -8 -9 -10
leaf_value=4.2094318302171866e-05 0.00043341968233902262 -0.00072600143160327503 0.00032745333528090033 -0.00028707559843487769 3.0092292380918751e-05 -0.00047850050568786862 0.00066087942555762458 0.00016747636643127156 0.00021309232747716676
leaf_weight=80 49 66 83 79 2977 76 46 67 214
leaf_count=80 49 66 83 79 2977 76 46 67 214
internal_value=0 -0.00029952 4.69605e-05 4.00906e-05 4.78668e-05 4.20352e-05 5.16603e-05 -0.000170115 4.26215e-05
internal_weight=0 146 3591 3508 3429 3380 3237 143 3191
internal_count=3737 146 3591 3508 3429 3380 3237 143 3191
is_linear=0
shrinkage=0.0995203


Tree=8800
num_leaves=22
num_cat=0
split_feature=1 1 18 18 10 17 3 26 18 0 1 0 5 18 17 0 26 1 3 1 0
split_gain=0.000935045 0.000835808 0.000861086 0.000842869 0.00132003 0.000690858 0.000839348 0.000619409 0.000589607 0.000760159 0.00151427 0.0011837 0.0006954 0.00277627 0.00112217 0.000782382 0.00062411 0.0003978 0.00075384 0.00070312 0.000435406
threshold=-0.08616 -0.087734999999999994 -0.14734 -0.120155 0.086275000000000018 -0.16408999999999999 0.08920500000000002 0.089880000000000029 0.19545000000000004 -0.072274999999999992 -0.075804999999999997 -0.073464999999999989 -0.06515 0.014860000000000003 0.021725000000000005 -0.061654999999999995 0.094605000000000022 0.50644500000000015 0.11523000000000001 0.41897000000000012 -0.076154999999999987
decision_type=2 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 7 -7 -5 9 11 -11 17 14 16 15 -12 -14 19 -19 20 -2
right_child=8 -3 3 4 -6 6 -8 -9 -10 10 12 -13 13 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.00038846409094551358 -9.9679048799591893e-07 0.00050497915798920648 -0.00036685682014806587 -0.00032542851717318487 0.00054985259607566851 0.00019774220333415858 -6.9476077868952074e-05 8.2467475553397559e-05 0.00024187035518327801 -0.0006326271720635756 -0.0003933259347435364 0.00048746946585247165 -0.0001458598200711 -0.00076224528689030735 0.00046969307138334225 7.5604644488210619e-05 0.00016891925900705451 7.2468508789749384e-05 -0.00046524554152757629 0.00037760140034568025 -0.00021969480746923271
leaf_weight=78 1935 48 47 90 52 277 195 58 82 54 50 48 163 63 51 114 100 46 53 47 95
leaf_count=78 1935 48 47 90 52 277 195 58 82 54 50 48 163 63 51 114 100 46 53 47 95
internal_value=0 9.87328e-05 7.32391e-05 3.79037e-05 6.7431e-05 2.56495e-05 8.56104e-05 -0.000160046 -2.01607e-05 -2.80731e-05 -0.000127999 -9.71142e-07 -7.61166e-05 -0.000168419 6.00325e-05 -6.23704e-05 -2.30593e-05 -1.21218e-05 -0.00020713 -2.43261e-06 -1.16347e-05
internal_weight=0 845 797 719 672 620 472 148 2901 2819 595 2224 541 326 215 164 263 2176 99 2077 2030
internal_count=3746 845 797 719 672 620 472 148 2901 2819 595 2224 541 326 215 164 263 2176 99 2077 2030
is_linear=0
shrinkage=0.0995203


Tree=8801
num_leaves=17
num_cat=0
split_feature=28 3 3 18 38 18 6 5 10 8 8 18 5 5 3 6
split_gain=0.000707666 0.000651272 0.000806002 0.000655769 0.000812261 0.000642221 0.000745664 0.000717293 0.000580485 0.000747196 0.00117084 0.00074365 0.000652072 0.00167086 0.000949242 0.000484388
threshold=0.080375000000000016 0.089395000000000016 0.089655000000000026 -0.14734 -0.080750000000000002 -0.11533 0.092120000000000021 0.0047850000000000011 0.09056500000000002 -0.051259999999999993 -0.045194999999999999 0.15374500000000005 -0.014739999999999998 -0.039649999999999998 0.12212000000000002 0.098855000000000012
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 -7 9 12 -11 -12 13 -4 -14 -8
right_child=-2 2 8 4 5 6 15 -9 -10 10 11 -13 14 -15 -16 -17
leaf_value=0.00036618402496515904 0.00029679976717738601 -0.00044824512311227851 1.9002734866140289e-05 -0.00031738951542499528 -0.00030580148754478224 6.1437425350720034e-05 -0.00038261252067535635 0.00031332076661982943 0.00031124818392205594 -0.00056756333916673602 -4.7596473065612605e-05 -0.00043050623203503972 -0.00012073678953083718 0.00048821871687673664 0.00025148145261614895 2.8032141050847318e-05
leaf_weight=63 81 46 634 61 47 1065 57 128 49 52 716 55 478 86 78 50
leaf_count=63 81 46 634 61 47 1065 57 128 49 52 716 55 478 86 78 50
internal_value=0 -3.86645e-07 -3.49592e-05 5.06219e-05 3.59208e-05 5.25285e-05 6.61133e-05 8.91488e-05 -2.57274e-05 -3.3984e-05 -0.000108029 -7.59735e-05 1.31321e-05 7.6185e-05 -6.70468e-05 -0.000183072
internal_weight=0 3665 2194 1471 1408 1347 1300 1193 2148 2099 823 771 1276 720 556 107
internal_count=3746 3665 2194 1471 1408 1347 1300 1193 2148 2099 823 771 1276 720 556 107
is_linear=0
shrinkage=0.0995203


Tree=8802
num_leaves=30
num_cat=0
split_feature=1 9 3 3 8 8 8 9 3 1 9 9 0 9 3 4 0 0 0 18 8 2 2 6 4 3 17 9 0
split_gain=0.000743883 0.000694939 0.00300089 0.00191709 0.000626804 0.00125677 0.000874803 0.00140724 0.00210772 0.000904795 0.000770374 0.00127638 0.00103608 0.000590921 0.0021514 0.00098516 0.000912516 0.000850865 0.000609521 0.00214735 0.000883454 0.00115287 0.000629215 0.000964301 0.000646235 0.000657423 0.00119746 0.000573266 0.000486713
threshold=-0.084759999999999988 0.11296000000000002 0.13977500000000004 0.17152000000000003 -0.068099999999999994 -0.06520999999999999 -0.070649999999999991 0.094435000000000033 0.097255000000000022 -0.083284999999999984 0.10341500000000002 0.096535000000000024 -0.071029999999999996 0.088285000000000016 0.089735000000000023 0.10353000000000002 0.12433000000000002 -0.076154999999999987 -0.081674999999999984 -0.088855000000000003 -0.083294999999999994 -0.086304999999999993 -0.082954999999999987 0.08463500000000003 0.087155000000000024 0.11926500000000002 -0.15122999999999998 0.11741500000000002 -0.079284999999999994
decision_type=2 2 2 2 2 2 2 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 3 27 4 6 -6 7 9 -9 -2 11 -7 -12 18 -15 16 17 -16 19 -1 21 -21 23 -20 -24 26 -26 -3 -29
right_child=1 2 -4 -5 5 10 -8 8 -10 -11 12 -13 -14 14 15 -17 -18 -19 22 20 -22 -23 24 -25 25 -27 -28 28 -30
leaf_value=0.00069844871886492186 -0.00032294308964870113 0.0002587047404131183 -0.00088575642235982043 0.00051187535727529839 -0.00055177415190770136 -7.1820218472900348e-05 0.00036450246429374359 -0.00079998604675993439 -5.297093806858487e-05 5.3195068513635589e-05 0 0.0003299225080609752 -0.00064868051104462383 0.00069681844718188688 -0.00020345162646777311 0.00044245176783956635 -0.00038399957377274334 0.00036586633902055307 6.8673820552288603e-05 -0.00011122560680798005 -0.00032592945983747748 0.00040732952702861856 0.00031574509816992004 -0.00042216100169587179 0.00013838965721220449 0.00022995014384779899 -0.00054756630957620352 5.9609190296211465e-05 -0.00034120917007783141
leaf_weight=55 66 58 48 69 55 593 68 51 151 1353 52 90 48 67 46 48 59 57 67 91 59 77 66 89 47 50 51 60 55
leaf_count=55 66 58 48 69 55 593 68 51 151 1353 52 90 48 67 46 48 59 57 67 91 59 77 66 89 47 50 51 60 55
internal_value=0 -1.99927e-05 -0.000189515 -5.24575e-06 -1.96898e-05 -9.01961e-05 1.48074e-05 0 -0.000245627 3.51234e-05 -5.67281e-05 -1.76833e-05 -0.000315217 8.26406e-05 0.000204925 4.4089e-05 -6.88912e-05 0.00010366 2.94329e-05 0.000140458 1.65529e-06 0.000121573 -5.29735e-05 -0.000206106 5.48306e-05 -5.5992e-05 -0.000210234 0 -0.000124968
internal_weight=0 2817 221 2596 2527 838 1689 1621 202 1419 783 683 100 929 277 210 162 103 652 282 227 168 370 156 214 148 98 173 115
internal_count=3746 2817 221 2596 2527 838 1689 1621 202 1419 783 683 100 929 277 210 162 103 652 282 227 168 370 156 214 148 98 173 115
is_linear=0
shrinkage=0.0995203


Tree=8803
num_leaves=24
num_cat=0
split_feature=1 1 9 8 29 8 8 17 27 10 1 17 9 1 0 1 23 17 17 17 21 8 2
split_gain=0.000640338 0.000621522 0.000552445 0.00227427 0.00187733 0.000584708 0.000760934 0.000887348 0.000474603 0.000479906 0.000664136 0.00121744 0.000431676 0.00091992 0.00156373 0.00133376 0.000498833 0.000476104 0.000415694 0.00081781 0.000395306 0.000655482 0.000325473
threshold=-0.08616 -0.087734999999999994 0.11296000000000002 0.11023500000000003 0.097185000000000021 0.0012600000000000003 0.0073150000000000012 -0.067864999999999995 0.087140000000000009 0.086275000000000018 -0.50597999999999999 -0.11741999999999998 0.091885000000000022 -0.066524999999999987 -0.072274999999999992 -0.047239999999999997 -0.017849999999999998 -0.0064000000000000003 0.07134500000000002 -0.013885 0.10254500000000003 -0.066544999999999993 -0.13088999999999998
decision_type=2 2 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 20 5 12 -7 -8 9 10 11 -1 16 14 -14 -15 -2 -18 19 -12 21 -4 -9
right_child=2 -3 3 -5 -6 6 7 22 -10 -11 18 -13 13 15 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=-0.00047967601094207153 -0.00024945334245812811 0.00043165310503796817 -0.00015808284548975761 -0.00075157441235191495 0.00045819830080588383 -0.00052187126062300238 0.00023085467265818302 -3.2617130353668922e-05 0.00037140314674285498 0.00029780953728199034 4.88768447956135e-05 0.00013848807741167148 0.00026730223664810099 -0.00066775187506183556 -0.00028210026150779949 -9.9485402773869677e-05 -2.5425750189926853e-05 7.9606238795390305e-05 -0.00017220927376336508 0.0004891611127712626 -0.00021682874169232539 0.00031258275444750289 -0.00037945424467210705
leaf_weight=68 65 48 49 51 84 49 61 54 46 65 450 56 150 48 77 323 787 914 65 47 54 68 67
leaf_count=68 65 48 49 51 84 49 61 54 46 65 450 56 150 48 77 323 787 914 65 47 54 68 67
internal_value=0 8.11199e-05 -1.72648e-05 -0.000168235 -4.44878e-06 -1.97401e-05 -0.000170965 -7.19925e-05 5.89816e-05 3.87552e-05 1.30159e-05 -0.000193903 -4.61675e-06 -7.79781e-05 7.73347e-05 -0.000175214 1.97612e-05 3.05299e-05 6.01273e-05 9.21606e-05 9.56493e-07 0.00010847 -0.000231433
internal_weight=0 845 2901 222 2679 2595 231 182 797 751 686 124 2364 598 227 371 1766 1701 562 497 171 117 121
internal_count=3746 845 2901 222 2679 2595 231 182 797 751 686 124 2364 598 227 371 1766 1701 562 497 171 117 121
is_linear=0
shrinkage=0.0995203


Tree=8804
num_leaves=20
num_cat=0
split_feature=1 1 9 9 9 0 9 26 9 5 9 17 3 5 29 26 8 8 26
split_gain=0.00166663 0.0073516 0.00115147 0.00388872 0.00168554 0.00096689 0.000930548 0.000913036 0.0016157 0.000804273 0.000796175 0.000943045 0.000671125 0.000600502 0.000520642 0.000595384 0.000970896 0.000511372 0.000469269
threshold=-0.082635 -0.084059999999999996 0.084795000000000023 0.085405000000000023 0.084485000000000018 -0.23058999999999999 0.086965000000000028 0.091195000000000012 0.083925000000000013 -0.54382499999999989 0.098720000000000016 -0.55754499999999996 0.10708000000000002 0.2686150000000001 0.092780000000000015 -0.23202999999999999 0.11023500000000003 -0.052214999999999998 0.096980000000000025
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 7 12 -5 8 13 -7 11 -8 -2 -1 15 -11 18 -16 -17
right_child=5 -3 3 6 -6 9 10 -9 -10 14 -12 -13 -14 -15 17 16 -18 -19 -20
leaf_value=0 0.00046750211951456405 0.001204877855575064 0.0010170062824183027 -0.00019791753717515479 -0.00058588975957336322 -0.00038054826204225668 0.000644961055836859 0.00044894918482176718 -0.00050447195158162756 -0.00031030668568208267 -0.00012090986719495562 0.00015114603119217827 -4.4155287006080237e-07 0.00033838824009527408 0.0004532491361729635 3.7253837140292298e-06 0.0004000505268019277 0 -0.00010555003993363628
leaf_weight=260 71 61 50 88 49 59 48 46 58 67 75 236 47 64 47 1832 56 47 490
leaf_count=260 71 61 50 88 49 59 48 46 58 67 75 236 47 64 47 1832 56 47 490
internal_value=0 0.000144102 7.68271e-05 0.000183086 -3.21714e-05 -4.0394e-06 8.79754e-05 2.9309e-05 -1.90807e-05 -1.69911e-05 0.000160335 0.00023749 0.00027418 6.52838e-05 -8.22053e-06 -1.73676e-05 -8.76977e-06 0.000220991 -1.89819e-05
internal_weight=0 1035 974 497 477 2716 447 428 382 2598 359 284 118 324 2539 2445 2378 94 2322
internal_count=3751 1035 974 497 477 2716 447 428 382 2598 359 284 118 324 2539 2445 2378 94 2322
is_linear=0
shrinkage=0.0995203


Tree=8805
num_leaves=23
num_cat=0
split_feature=3 3 6 9 9 9 0 17 17 17 5 0 6 5 3 19 5 5 0 30 4 3
split_gain=0.00113065 0.0121131 0.00116215 0.00125407 0.00217731 0.000993792 0.00103847 0.00211145 0.00137098 0.000929188 0.00083746 0.000625693 0.00117026 0.000536567 0.00135476 0.000797853 0.000421307 0.000959534 0.0010053 0.000907951 0.00108819 0.000766666
threshold=0.085505000000000012 0.085195000000000007 -0.47511999999999999 0.084795000000000023 0.085280000000000022 0.083925000000000013 -0.085794999999999996 -0.0064000000000000003 -0.012064999999999999 -0.0073949999999999997 -0.088174999999999989 -0.23058999999999999 -0.085885000000000003 0.51659500000000014 0.11089500000000001 -0.016414999999999996 -0.46244499999999994 -0.095609999999999987 -0.13955999999999999 0.090320000000000025 0.11366000000000002 0.086375000000000021
decision_type=2 2 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 6 8 -8 -4 -7 -6 12 -2 15 -15 -13 19 18 -18 20 -17 -19
right_child=11 -3 3 4 10 9 7 -9 -10 -11 -12 13 -14 14 -16 16 17 21 -20 -21 -22 -23
leaf_value=-0.00044181709044695342 -4.4422639364373296e-05 0.0015115003525377341 -9.7080744776519739e-06 0.00085210004522705241 0.00029785753939784042 -0.00045058474983565892 0.00013498251488297858 -0.00063971502899485666 0.0005626946161129382 9.0647596909695718e-05 -0.0002212024890282859 -0.00039613852331852196 0.00060818386677054519 0.00046507276922554391 -9.0079135541250752e-05 -0.00018769974656756777 0.00049302993747724175 -0.00024893180104803534 7.2104447081114534e-05 -0.0005145469302267003 0.00032226851015632914 -3.8561907531846323e-06
leaf_weight=49 58 59 88 49 68 86 107 51 74 46 55 53 48 81 90 137 70 136 324 49 59 1914
leaf_count=49 58 59 88 49 68 86 107 51 74 46 55 53 48 81 90 137 70 136 324 49 59 1914
internal_value=0 0.000143979 2.28762e-05 6.06785e-05 0.000289774 -2.46883e-05 6.80754e-05 -0.000109897 0.000246707 -0.000255772 5.9102e-05 5.78123e-06 0.000243375 -2.58344e-06 0.0001681 -1.35264e-05 -5.68069e-06 6.47293e-06 0.000148966 -0.000130261 -3.00122e-05 -2.05142e-05
internal_weight=0 732 673 624 172 452 320 158 162 132 123 3019 106 2913 171 2742 2689 2444 394 245 196 2050
internal_count=3751 732 673 624 172 452 320 158 162 132 123 3019 106 2913 171 2742 2689 2444 394 245 196 2050
is_linear=0
shrinkage=0.0995203


Tree=8806
num_leaves=30
num_cat=0
split_feature=3 3 6 9 9 9 2 0 17 17 5 18 3 6 18 6 17 3 3 3 8 17 3 2 6 19 5 5 26
split_gain=0.000917521 0.00982171 0.00094268 0.00101652 0.00176463 0.000801404 0.00156428 0.000837786 0.00171372 0.00111533 0.000679936 0.000565689 0.000942736 0.00117579 0.00085344 0.00106457 0.000966446 0.000689815 0.00187297 0.00134112 0.000955122 0.00042584 0.00150117 0.00162879 0.000972277 0.000425875 0.000393867 0.00126053 0.000800833
threshold=0.085505000000000012 0.085195000000000007 -0.47511999999999999 0.084795000000000023 0.085280000000000022 0.083925000000000013 -0.08569499999999998 -0.085794999999999996 -0.0064000000000000003 -0.012064999999999999 -0.088174999999999989 -0.088579999999999992 0.086375000000000021 0.086420000000000011 -0.092584999999999987 -0.0093650000000000001 -0.55286000000000002 0.087170000000000011 0.092200000000000018 0.097595000000000029 -0.079434999999999992 -0.35269999999999996 0.11089500000000001 -0.097424999999999998 -0.011749999999999998 0.13950000000000004 -0.0038499999999999997 -0.0073899999999999999 0.096980000000000025
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 9 -9 -4 -6 14 13 -13 16 -16 -2 -18 20 -20 -19 22 23 -14 -25 26 27 -23 -28
right_child=11 -3 3 4 10 6 -8 8 -10 -11 -12 12 21 -15 15 -17 17 18 19 -21 -22 25 -24 24 -26 -27 28 -29 -30
leaf_value=-0.00039784737191963973 0.00045403422411501449 0.001361075382018308 -8.7420412474216315e-06 0.00076729888457817083 0.0002682147639300012 -0.0006009391990172096 7.7721964767801682e-05 0.00012154902100561614 -0.00057605061385639859 0.0005066951673506335 -0.00019918847221371414 3.6012513866674581e-05 0.00046588413514637333 -0.00059988980215500284 -3.8274985691805243e-05 0.00053212313690397352 0.0003256944036205702 -3.7043617783360524e-05 0.00052013433833964092 -2.4946289383633895e-05 -0.00064019353745140527 1.5010165313023497e-05 -0.00062701002778773338 6.0108894020483933e-05 -0.0005188136829704749 -0.00028443573342953139 0.00019818024354484678 -0.00042264691416351327 -0.00012542195801702155
leaf_weight=49 48 59 88 49 68 61 71 107 51 74 55 51 52 60 49 83 52 47 54 247 68 1556 48 58 53 47 277 68 101
leaf_count=49 48 59 88 49 68 61 71 107 51 74 55 51 52 60 49 83 52 47 54 247 68 1556 48 58 53 47 277 68 101
internal_value=0 0.00012965 2.04785e-05 5.46397e-05 0.000260936 -2.20512e-05 -0.0002297 6.10459e-05 -9.84445e-05 0.000221651 5.25578e-05 5.12491e-06 -1.71078e-05 -0.000300344 8.77365e-05 0.000314183 2.82218e-05 -1.37021e-05 -5.80945e-05 7.01226e-05 -0.000400807 -2.83439e-06 -0.000137738 1.32004e-06 -0.000208939 1.06581e-05 1.79948e-05 -2.81131e-06 0.000109549
internal_weight=0 732 673 624 172 452 132 320 158 162 123 3019 2371 111 648 132 516 468 416 301 115 2260 211 163 111 2049 2002 1624 378
internal_count=3751 732 673 624 172 452 132 320 158 162 123 3019 2371 111 648 132 516 468 416 301 115 2260 211 163 111 2049 2002 1624 378
is_linear=0
shrinkage=0.0995203


Tree=8807
num_leaves=21
num_cat=0
split_feature=1 1 28 9 9 9 9 3 18 6 17 5 2 3 26 3 8 9 6 9
split_gain=0.00125486 0.00901951 0.000838722 0.000711784 0.00182419 0.000859934 0.000719729 0.000941066 0.000746951 0.000703964 0.000576278 0.000574749 0.000574377 0.00126258 0.000450323 0.000984361 0.00072825 0.000465769 0.00173197 0.00157726
threshold=-0.083684999999999996 -0.084514999999999993 0.090965000000000018 0.084795000000000023 0.085405000000000023 0.083925000000000013 0.086965000000000028 0.088055000000000022 -0.099739999999999995 0.087515000000000023 -0.016659999999999998 -0.55105499999999996 -0.086934999999999998 0.084895000000000012 -0.23202999999999999 0.10749000000000002 0.11023500000000003 0.083715000000000026 -0.074054999999999996 0.083995000000000028
decision_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 5 -5 9 -6 -8 -9 12 -7 -2 -1 -14 15 -13 17 18 -16 -19
right_child=2 -3 -4 4 6 10 7 8 -10 -11 -12 14 13 -15 16 -17 -18 19 -20 -21
leaf_value=0.00018217856873355555 -0.000349916536691069 0.0014688340280055395 0.00040850432075652254 0.00073157271770402077 -0.00018859842289909961 -6.0740730757438459e-05 0.00048447885341915164 0.00035773393597046877 -2.5650143208384157e-05 0.00033204155036072394 -0.00054906798586457865 8.029799544877363e-05 -0.00046972778291250829 4.8308566132989425e-05 -4.3152923654317103e-05 -0.00054179512924594519 0.00034198411943940751 -0.00059877533617324979 0.00030154434183008176 -1.957862169211096e-05
leaf_weight=91 50 47 47 47 81 59 64 64 222 67 46 49 68 141 468 48 60 48 207 1777
leaf_count=91 50 47 47 47 81 59 64 64 222 67 46 49 68 141 468 48 60 48 207 1777
internal_value=0 0.00012239 -7.68227e-06 5.49147e-05 0.000140826 -3.03542e-05 7.45063e-05 0.000137735 5.72798e-05 3.95468e-05 -0.000282471 -1.52107e-05 -2.30483e-05 -0.000116322 -8.60401e-06 -0.000219103 -3.08309e-07 -8.85078e-06 6.13415e-05 -3.52609e-05
internal_weight=0 997 2754 950 478 472 431 350 286 367 105 2707 300 209 2657 97 2560 2500 675 1825
internal_count=3751 997 2754 950 478 472 431 350 286 367 105 2707 300 209 2657 97 2560 2500 675 1825
is_linear=0
shrinkage=0.0995203


Tree=8808
num_leaves=11
num_cat=0
split_feature=19 5 30 23 3 3 18 18 0 6
split_gain=0.00761683 0.0020927 0.0018944 0.00091356 0.000773806 0.00253257 0.000962962 0.00195238 0.000898035 0.000623831
threshold=0.14071500000000006 0.6362850000000001 0.12577500000000003 0.086650000000000019 0.084065000000000015 0.08345000000000001 -0.0079049999999999988 -0.026374999999999999 -0.071484999999999993 0.082725000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 7 -6 -8 -1
right_child=-2 -3 -4 -5 6 -7 8 -9 -10 -11
leaf_value=-7.6288566094221682e-05 0.0012666932876222645 0.00065123578828535399 -0.00064486211712264628 -0.00041866591397534607 -2.573303965936328e-05 0.00060610607525202437 -8.941388177075e-06 -0.00033304507166284636 0.00016059431339116866 0.00024254249693174602
leaf_weight=253 47 47 47 53 1220 86 1250 248 408 80
leaf_count=253 47 47 47 53 1220 86 1250 248 408 80
internal_value=0 -8.15942e-06 -1.68865e-05 -8.45585e-06 -2.09202e-06 0.000124648 -1.93418e-05 -7.82072e-05 3.22842e-05 0
internal_weight=0 3692 3645 3598 3545 419 3126 1468 1658 333
internal_count=3739 3692 3645 3598 3545 419 3126 1468 1658 333
is_linear=0
shrinkage=0.0995203


Tree=8809
num_leaves=17
num_cat=0
split_feature=17 0 17 30 10 6 6 6 9 0 5 17 26 26 5 3
split_gain=0.00371459 0.0124593 0.00219577 0.00150428 0.00146632 0.000613772 0.00248512 0.00125185 0.00186363 0.0015537 0.00101532 0.00249061 0.00131054 0.000577887 0.00125015 0.000631487
threshold=0.51392000000000015 -0.078664999999999999 -0.55754499999999996 0.12577500000000003 0.078065000000000023 0.091795000000000015 0.092980000000000021 0.089315000000000019 0.090400000000000022 -0.084894999999999984 -0.061665000000000005 0.057560000000000014 0.096685000000000021 0.12236500000000003 -0.09583499999999999 0.16149500000000003
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 -7 13 9 -9 11 -8 -12 15 -15 -4
right_child=1 -3 3 -5 -6 6 10 8 -10 -11 12 -13 -14 14 -16 -17
leaf_value=0 -0.00018683501014202377 0.0018076161833372735 -2.0398689321947833e-05 -0.00059249934266618343 0.00071056371148274706 -0.00076701229750187705 6.7448524279287605e-06 0.00050845244431782304 0.00067830929152285033 -0.00018402133063526933 -6.9569726038725408e-05 -0.00073639901301983629 0.00032996397634126593 0.0005158333154680403 -4.6680527579492619e-05 -0.00030759312298844543
leaf_weight=50 86 48 2343 46 68 52 136 47 65 100 278 65 114 62 100 79
leaf_count=50 86 48 2343 46 68 52 136 47 65 100 278 65 114 62 100 79
internal_value=0 0.000521487 -1.20603e-05 -2.65687e-05 0.000409737 -1.87653e-05 -0.000106291 1.13293e-06 0.000233893 3.18131e-05 -4.69722e-05 -0.000229503 4.45329e-05 -1.76467e-05 0.000163549 -3.01043e-05
internal_weight=0 134 3605 3487 118 3441 645 2796 212 147 593 201 392 2584 162 2422
internal_count=3739 134 3605 3487 118 3441 645 2796 212 147 593 201 392 2584 162 2422
is_linear=0
shrinkage=0.0995203


Tree=8810
num_leaves=12
num_cat=0
split_feature=19 17 1 6 18 3 3 2 2 28 4
split_gain=0.0059019 0.00175053 0.00134962 0.00129908 0.000489733 0.000535132 0.00139551 0.000951733 0.000725458 0.000598938 0.000531972
threshold=0.14071500000000006 -0.55754499999999996 -0.49837999999999999 -0.53620499999999993 0.26090000000000008 0.084735000000000019 0.085195000000000007 -0.081134999999999999 -0.086304999999999993 0.080375000000000016 0.081905000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 7 -7 8 -5 -8 -9
right_child=-2 3 -4 4 -6 6 9 10 -10 -11 -12
leaf_value=4.6043646039541768e-05 0.001114401944877547 -0.00049640534941101217 0.00073657211643561376 5.8051011494586279e-05 0.00026839917030568113 -0.00042098208764955274 -2.9497086018012048e-05 -0.00039265849520250074 0.00036694926918727451 0.00027070960310948043 -1.4148092161161356e-06
leaf_weight=64 47 56 54 207 60 90 2768 46 126 67 154
leaf_count=64 47 56 54 207 60 90 2768 46 126 67 154
internal_value=0 -7.79051e-06 0.000368986 -2.04593e-05 -1.26504e-05 -1.77637e-05 -3.46663e-05 7.34585e-05 0.00017739 -2.21135e-05 -9.54941e-05
internal_weight=0 3692 118 3574 3518 3458 2925 533 333 2835 200
internal_count=3739 3692 118 3574 3518 3458 2925 533 333 2835 200
is_linear=0
shrinkage=0.0995203


Tree=8811
num_leaves=8
num_cat=0
split_feature=19 5 30 23 10 10 17
split_gain=0.00478531 0.0015438 0.00120162 0.000712416 0.000589576 0.000740726 0.000620036
threshold=0.14071500000000006 0.6362850000000001 0.12577500000000003 0.086650000000000019 0.096215000000000023 0.08821500000000003 -0.55286000000000002
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1
right_child=-2 -3 -4 -5 -6 -7 -8
leaf_value=0.00022639545623275159 0.0010034965395237226 0.0005593216876565594 -0.00051471811373230997 -0.00037000301369232379 0.0003439910318096757 -0.00040386858425107242 -9.5792873427918868e-06
leaf_weight=114 47 47 47 53 48 46 3337
leaf_count=114 47 47 47 53 48 46 3337
internal_value=0 -6.97107e-06 -1.44977e-05 -7.73584e-06 -2.08879e-06 -7.0732e-06 -1.5469e-06
internal_weight=0 3692 3645 3598 3545 3497 3451
internal_count=3739 3692 3645 3598 3545 3497 3451
is_linear=0
shrinkage=0.0995203


Tree=8812
num_leaves=22
num_cat=0
split_feature=30 26 0 18 5 1 18 6 18 2 1 20 6 5 3 21 21 17 0 21 17
split_gain=0.00395242 0.00303427 0.0137009 0.00170454 0.00340136 0.0102815 0.00408807 0.00194894 0.00150992 0.00119324 0.00346537 0.00374173 0.0011923 0.00117645 0.00176749 0.000829662 0.00115844 0.00138039 0.00104768 0.000641271 0.00123864
threshold=-1.0000000180025095e-35 -0.16205499999999998 -0.057604999999999996 -0.040349999999999997 -0.018754999999999997 -0.0101 -0.057764999999999997 0.091025000000000023 -0.013734999999999999 -0.086050000000000001 -0.083284999999999984 -0.011044999999999999 -0.09007999999999998 -0.012704999999999999 0.08511500000000001 0.087625000000000022 0.08500000000000002 -0.072659999999999988 -0.1525 0.090095000000000022 -0.05543
decision_type=2 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 5 7 13 -3 9 -5 -11 -12 -2 -6 -15 16 18 -18 -10 -17 -21
right_child=1 3 -4 8 6 -7 -8 -9 15 10 11 -13 -14 14 -16 19 17 -19 -20 20 -22
leaf_value=-0.0009143414473070699 0.00052904613245008197 -0.00043633603129986705 -0.0018465245055502607 9.5100069169291355e-05 -0.00033582259524131939 0.0015674375810261977 0.00093827215129899328 0.00038588640864069826 -0.00023387772420688181 -0.00098899140569373863 -0.00060754886739458841 0.0006058098374755246 -8.6400508963079364e-05 0.00043685603617301267 -7.8949855272624188e-07 -0.00035688571498668963 0 0.00074327707064777114 5.8747975781613542e-05 0.00020742008815398025 -0.00012947950151509245
leaf_weight=46 47 57 47 64 86 62 50 57 134 62 54 47 88 103 779 75 47 51 1208 143 432
leaf_count=46 47 57 47 64 86 62 50 57 134 62 54 47 88 103 779 75 47 51 1208 143 432
internal_value=0 1.38367e-05 -0.000382004 3.45891e-05 0.000131256 0.000535827 6.05063e-05 -1.80439e-05 -1.48721e-05 -0.000258798 -0.000402773 -3.48114e-05 0.000121802 1.43214e-05 4.93906e-05 1.12296e-05 5.37007e-05 0.000384705 2.8919e-05 -8.16008e-05 -4.42703e-05
internal_weight=0 3693 182 3511 1194 176 1018 114 2317 227 163 101 135 968 882 2090 1440 98 1342 650 575
internal_count=3739 3693 182 3511 1194 176 1018 114 2317 227 163 101 135 968 882 2090 1440 98 1342 650 575
is_linear=0
shrinkage=0.0995203


Tree=8813
num_leaves=12
num_cat=0
split_feature=28 26 19 10 18 5 3 5 18 6 4
split_gain=0.00363575 0.00385499 0.00157197 0.00109666 0.00138738 0.00844339 0.00845745 0.0010531 0.000960919 0.00153693 0.000575631
threshold=0.080375000000000016 0.50635500000000022 0.13961000000000004 0.089800000000000033 -0.081614999999999993 -0.017704999999999995 0.087570000000000023 -0.012704999999999999 -0.0087699999999999983 0.11816500000000002 0.15221500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 9 -6 -10
right_child=-2 -3 -4 -5 8 7 -8 -9 10 -11 -12
leaf_value=0.00011891932948153569 -0.00065318988055135534 -0.00088790886279159985 -0.00054210695062270923 0.00038607156906831562 -6.7602690966245166e-05 -0.00035192263526549245 0.0019894799976661877 6.1312863393464686e-05 1.5428555941804086e-05 -0.00062974863451468132 0.00034339205774766579
leaf_weight=52 82 46 47 87 609 66 46 773 1823 53 55
leaf_count=52 82 46 47 87 609 66 46 773 1823 53 55
internal_value=0 1.68442e-05 2.85965e-05 3.63523e-05 2.73663e-05 0.000130935 0.00100529 2.78299e-05 -1.05178e-05 -0.000113845 2.54694e-05
internal_weight=0 3657 3611 3564 3477 937 98 839 2540 662 1878
internal_count=3739 3657 3611 3564 3477 937 98 839 2540 662 1878
is_linear=0
shrinkage=0.0995203


Tree=8814
num_leaves=14
num_cat=0
split_feature=24 19 1 9 0 17 1 18 25 0 0 0 2
split_gain=0.00359562 0.0016875 0.00148217 0.00336602 0.00334157 0.00738189 0.00120914 0.00202154 0.00107136 0.00103792 0.00822343 0.000876133 0.000189613
threshold=-0.071649999999999991 0.13961000000000004 -0.49056499999999997 0.095415000000000014 -0.01213 -0.088160000000000002 -0.50763499999999995 0.085685000000000025 1.0000000180025095e-35 -0.084369999999999987 -0.083885000000000001 -0.085144999999999985 -0.026175
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 8 -6 7 -2 9 11 -11 -4 -7
right_child=1 -3 4 -5 5 12 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.00087247056001377881 0.00058606945616432467 -0.00053373807424242966 -1.5434088322916867e-05 0.0010191421915159734 -0.0012920118326697643 0.00016600945263126599 -0.0003154162998284044 -0.00022457471759330176 0.00040846805869448091 0.0012631172406817647 3.305090132004392e-05 -0.00031612936582013781 -8.0536380095180688e-05
leaf_weight=46 72 55 1553 47 62 62 55 51 72 56 1448 103 57
leaf_count=46 72 55 1553 47 62 62 55 51 72 56 1448 103 57
internal_value=0 1.28274e-05 2.13155e-05 0.000268786 4.76126e-06 -0.000411065 6.60592e-05 0.000243293 2.83018e-05 1.93808e-05 7.93956e-05 -3.46311e-05 4.10369e-05
internal_weight=0 3693 3638 225 3413 181 178 123 3232 3160 1504 1656 119
internal_count=3739 3693 3638 225 3413 181 178 123 3232 3160 1504 1656 119
is_linear=0
shrinkage=0.0995203


Tree=8815
num_leaves=15
num_cat=0
split_feature=30 28 19 0 18 4 9 18 17 18 2 25 2 3
split_gain=0.00323242 0.00297088 0.00150304 0.00112268 0.00139164 0.00205578 0.00100975 0.000798218 0.00837466 0.00802944 0.000813931 0.000999345 0.000943501 0.000710602
threshold=-1.0000000180025095e-35 0.080375000000000016 0.13961000000000004 0.048265000000000009 -0.12363 0.10696000000000003 0.09550500000000002 -0.081614999999999993 -0.0030799999999999998 -0.085834999999999995 -0.083974999999999994 0.085465000000000027 -0.085804999999999992 0.084620000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 6 -6 8 13 -10 12 -12 -9 -2
right_child=1 -3 -4 4 5 -7 -8 10 9 -11 11 -13 -14 -15
leaf_value=-0.00082736980092264093 0.00025775256910706869 -0.00057989168974083728 -0.00050450921937926941 0.00072920672698780842 0.00010475418910661251 0.00061471233334228911 -0.00044965235422176589 -3.8063621803000682e-05 0.00024445110207044804 0.0018757539363149073 9.7455876268384704e-06 0.00048037611204312578 -0.0003290562338695479 -6.4378540545314875e-05
leaf_weight=46 75 82 52 47 93 59 49 459 86 47 1790 46 149 659
leaf_count=46 75 82 52 47 93 59 49 459 86 47 1790 46 149 659
internal_value=0 1.20264e-05 2.56946e-05 3.36714e-05 0.00023818 0.00011929 -8.07902e-05 1.81061e-05 0.00010024 0.000827082 -1.06956e-05 2.19829e-05 -0.000110722 -3.03479e-05
internal_weight=0 3693 3611 3559 248 201 142 3311 867 133 2444 1836 608 734
internal_count=3739 3693 3611 3559 248 201 142 3311 867 133 2444 1836 608 734
is_linear=0
shrinkage=0.0995203


Tree=8816
num_leaves=23
num_cat=0
split_feature=3 3 18 18 1 1 27 18 19 21 5 17 26 0 18 18 26 18 3 26 3 3
split_gain=0.00207955 0.0161575 0.00336764 0.0111921 0.00428595 0.0092502 0.00175666 0.000716533 0.000652408 0.00186433 0.00072881 0.000641966 0.000520936 0.000945842 0.00093227 0.000797998 0.00108385 0.00166316 0.000736592 0.000561229 0.00066124 0.0018033
threshold=0.08888500000000002 0.088685000000000028 0.088635000000000019 0.092750000000000013 -0.094454999999999997 -0.11467499999999999 0.10868000000000001 0.10786500000000003 0.10189500000000003 -0.032929999999999994 0.0047850000000000011 -0.14679499999999998 0.11880500000000002 -0.066264999999999991 0.090795000000000028 -0.074709999999999985 0.095525000000000013 -0.082304999999999989 0.090835000000000013 0.11699500000000003 0.089655000000000026 0.090765000000000026
decision_type=2 2 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 12 -5 9 -6 -11 -1 15 14 -14 16 17 18 -2 20 -17 -22
right_child=6 -3 3 7 8 -7 -8 -9 -10 10 -12 -13 13 -15 -16 19 -18 -19 -20 -21 21 -23
leaf_value=-0.00023488854829676261 -0.00019560385060064445 0.0019500926699733353 0.0014659696969700957 -0.00027175015214718761 -0.00058245558458578934 0.0016840936851058932 0.00048233285360883881 0.0001576347115907293 0.00026875902110950388 -7.0815345322999368e-05 0.0002676335038654861 0.00021512522299137641 -0.00022803350310459386 0.00038463751044537841 0.0002713384699134463 -0.00034208605324728312 -0.00028920487991928023 0.00065026299261620297 0.00012204594691965671 -0.00039648472944939949 0.00035250534454671416 -7.4449320503417349e-05
leaf_weight=50 89 48 72 70 69 46 73 84 54 759 68 82 91 88 62 77 72 53 360 51 106 1234
leaf_count=50 89 48 72 70 69 46 73 84 54 759 68 82 91 88 62 77 72 53 360 51 106 1234
internal_value=0 0.000154885 9.06391e-05 0.000441454 1.96259e-05 0.000468338 1.44927e-06 -3.22245e-05 -6.35869e-05 -8.45304e-05 -4.19965e-05 3.84637e-05 -1.35686e-05 0.00012415 -2.03231e-05 -3.02233e-05 6.85547e-05 0.000121498 5.72587e-05 -6.94039e-05 -5.7054e-05 -4.00644e-05
internal_weight=0 1402 1354 226 1128 178 2356 154 950 896 827 132 2283 241 153 2042 574 502 449 1468 1417 1340
internal_count=3758 1402 1354 226 1128 178 2356 154 950 896 827 132 2283 241 153 2042 574 502 449 1468 1417 1340
is_linear=0
shrinkage=0.0995203


Tree=8817
num_leaves=32
num_cat=0
split_feature=8 8 8 18 0 0 5 18 18 8 18 26 8 8 8 5 8 9 5 18 5 2 28 9 6 9 5 9 0 0 26
split_gain=0.0018503 0.0123856 0.00231772 0.00831567 0.00145478 0.00465795 0.01133 0.00183103 0.00280508 0.00119516 0.00340731 0.000964382 0.000903063 0.000945104 0.00343431 0.00176551 0.000875629 0.000800307 0.00072582 0.000536592 0.000566267 0.00051366 0.00038237 0.000347022 0.000340205 0.000636838 0.00119342 0.00101181 0.000498941 0.000982936 0.000483879
threshold=-0.088144999999999987 -0.088734999999999994 -0.092094999999999996 0.088250000000000009 -0.083885000000000001 -0.081909999999999997 -0.00093999999999999997 -0.011569999999999999 -0.077844999999999998 -0.082014999999999991 -0.020999999999999998 -0.23033499999999998 -0.087374999999999994 -0.086254999999999984 -0.085764999999999994 -0.025879999999999997 -0.080835000000000004 0.084485000000000018 0.63223000000000018 0.089775000000000021 -0.015214999999999999 -0.077115000000000003 0.078705000000000011 0.088135000000000033 -0.083069999999999991 0.086965000000000028 -0.082635 0.08938500000000002 -0.11239999999999999 -0.14574499999999999 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 2 2 2
left_child=1 2 22 17 12 6 7 8 -6 10 -7 -11 -2 15 -15 -14 -13 -4 -18 20 -16 -21 24 -12 28 26 -26 -27 29 -1 -30
right_child=4 -3 3 -5 5 9 -8 -9 -10 11 23 16 13 14 19 -17 18 -19 -20 21 -22 -23 -24 -25 25 27 -28 -29 30 -31 -32
leaf_value=0 -0.00046580471396359164 0.0016684272377666108 0.00022803527079684875 0.0015250787140868606 -6.1420908652672031e-05 -0.0008420628248121503 0.0018913852314114453 -0.00033024580894386904 0.00095313140733583365 0.00038755708973461239 0.00030387534487790965 0.00036902907154497843 -0.00016140666010333113 -0.00089607831906524972 -0.00013695346051663648 0.00067389738622272721 1.6021708979618521e-05 -0.00023159726128154417 -0.00036072792264686427 -8.8775577449169498e-05 3.7575972258262837e-05 0.00028536850698419322 0.00026766706987928207 -5.7328132101008372e-05 0.00043862917250980945 -0.00042885817647652052 -3.5230667477831592e-05 8.8476666274070907e-05 -0.00020531812390541391 -0.00053170612944335605 0.00020138199973249635
leaf_weight=74 56 52 83 48 62 60 46 57 46 75 46 67 50 49 499 48 1138 68 53 57 282 89 48 55 85 62 131 90 48 63 71
leaf_count=74 56 52 83 48 62 60 46 57 46 75 46 67 50 49 499 48 1138 68 53 57 282 89 48 55 85 62 131 90 48 63 71
internal_value=0 0.000175547 8.54801e-05 0.00038383 1.29326e-05 7.12159e-05 0.000508991 0.000118635 0.000363124 8.84022e-06 -0.000246575 4.03034e-05 -7.42837e-05 -5.3107e-05 -8.33132e-05 0.000239369 1.895e-05 1.56271e-05 -5.64779e-08 -3.94683e-05 -7.2887e-05 0.000133692 -1.65235e-06 9.90752e-05 -2.36812e-05 3.5933e-05 0.000147452 -0.000117156 -0.000112574 -0.000242787 3.04557e-05
internal_weight=0 923 871 199 2835 1705 211 165 108 1494 161 1333 1130 1074 976 98 1258 151 1191 927 781 146 672 101 624 368 216 152 256 137 119
internal_count=3758 923 871 199 2835 1705 211 165 108 1494 161 1333 1130 1074 976 98 1258 151 1191 927 781 146 672 101 624 368 216 152 256 137 119
is_linear=0
shrinkage=0.0995203


Tree=8818
num_leaves=28
num_cat=0
split_feature=3 3 9 5 3 3 1 17 9 3 3 6 6 0 9 6 6 21 26 11 9 26 9 6 1 5 9
split_gain=0.00190025 0.0119821 0.0276317 0.00164768 0.0209511 0.00203695 0.0013837 0.000974192 0.000789604 0.000824423 0.00132266 0.000683864 0.000793832 0.000669736 0.000604679 0.000675405 0.00116689 0.00109359 0.000784827 0.000479954 0.000898195 0.000743596 0.000821761 0.000692903 0.000389999 0.000714753 0.000327084
threshold=0.085505000000000012 0.084795000000000023 0.084835000000000022 -0.10894 0.088745000000000032 0.08622500000000001 -0.029404999999999997 0.11180000000000002 0.11222500000000002 0.10377500000000002 0.10871500000000002 -0.034094999999999993 -0.101065 -0.13417999999999999 0.11408000000000003 -0.10198499999999999 -0.095554999999999987 0.093685000000000032 0.11861500000000001 -0.075149999999999981 0.026545000000000006 0.08734500000000002 0.084485000000000018 0.085120000000000015 -0.064534999999999995 -0.025879999999999997 -0.081559999999999994
decision_type=2 2 2 2 2 2 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 -2 6 -5 19 9 11 -11 12 -6 -12 15 17 -17 -7 -18 26 -21 23 -23 -22 -16 -26 -1
right_child=3 2 -4 5 8 14 -8 -9 -10 10 13 -13 -14 -15 24 16 18 -19 -20 20 21 22 -24 -25 25 -27 -28
leaf_value=-0.00031703256052032338 0.0022009898712887057 -0.00027311079966809397 0.0025628522972302153 -0.00013761927144961949 0 -0.00059165081964865872 -0.00086015694635870109 -0.0003655359038399192 0.00033760631410158091 -0.00052663169928724384 0.00013761306482956473 -0.00017179258498750598 0.00049833545080189498 -0.00016162602732255763 -4.1520272904752333e-05 0.00041135364588062957 -3.4191676937123251e-05 -6.2245793615413909e-06 0.00022925767271356957 0.0003977365605641198 7.1797146015261423e-05 0.00053425358838343382 -3.020313989674638e-05 -0.00027712319288489539 0.00056230095481732921 3.2740460938212575e-05 3.2772036716547535e-06
leaf_weight=52 46 73 63 69 62 52 46 65 61 67 126 49 66 176 46 65 1790 88 119 79 127 50 47 98 51 57 68
leaf_count=52 46 73 63 69 62 52 46 65 61 67 126 49 66 176 46 65 1790 88 119 79 127 50 47 98 51 57 68
internal_value=0 0.000193014 0.00103459 1.30125e-05 0.000153246 -2.50714e-05 -0.000433753 -9.03695e-07 -5.88759e-07 -3.98718e-05 -0.000125722 0.000134478 0.000258118 -3.40672e-05 -3.988e-06 -1.82105e-05 -2.80961e-06 -0.000229516 -1.73404e-05 4.30166e-05 9.64452e-05 1.99835e-05 0.000252315 -7.65387e-05 0.000185933 0.000290391 -0.000128702
internal_weight=0 722 136 3036 653 2383 115 586 607 546 369 177 128 302 2268 2114 1974 140 1909 521 401 322 97 225 154 108 120
internal_count=3758 722 136 3036 653 2383 115 586 607 546 369 177 128 302 2268 2114 1974 140 1909 521 401 322 97 225 154 108 120
is_linear=0
shrinkage=0.0995203


Tree=8819
num_leaves=29
num_cat=0
split_feature=9 9 9 1 2 29 26 17 9 1 2 23 2 3 20 4 2 9 2 21 1 3 3 2 3 1 20 17
split_gain=0.00155125 0.018324 0.0302964 0.0115885 0.00153004 0.00129387 0.00100009 0.00155852 0.00134343 0.00376171 0.00381458 0.0014292 0.000660389 0.000818207 0.000969216 0.000717865 0.000582823 0.00141624 0.00411298 0.00180556 0.00221332 0.000667364 0.00129366 0.0011202 0.00106947 0.000642234 0.00058875 0.000559076
threshold=0.084515000000000021 0.085665000000000033 0.085405000000000023 -0.088174999999999989 -0.084385000000000002 -0.11156000000000001 0.091195000000000012 -0.0064000000000000003 0.083715000000000026 -0.08616 -0.085374999999999993 0.086650000000000019 -0.10077999999999999 0.12015500000000003 0.020795000000000004 0.13424500000000003 -0.070724999999999996 0.11296000000000002 -0.049174999999999996 0.087625000000000022 -0.052259999999999994 0.11125500000000002 0.10792500000000002 -0.079954999999999984 0.11462500000000002 1.0000000180025095e-35 -0.073489999999999986 -0.0064000000000000003
decision_type=2 2 2 2 2 2 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 -3 8 -8 11 -10 -11 12 -1 14 -14 -15 21 19 25 20 -18 22 23 -7 -23 -19 -26 -6
right_child=1 5 -4 4 27 16 7 -9 9 10 -12 -13 13 15 -16 -17 17 18 -20 -21 -22 24 -24 -25 26 -27 -28 -29
leaf_value=-0.00025973741227065404 0.0016128756213060296 0.00048002748047955372 0.0030671610048764084 -0.00032993256038663056 0.00049838795609039391 6.4023536877615293e-06 0.00063013731846636592 -8.4145686477183585e-05 0.00045437203476368074 -0.0010273656784690452 -4.1221053207678163e-05 -0.00051010202812214937 4.2254765458932925e-05 -0.00029777223692347218 0.00042178886770545413 6.4021018826887358e-05 0.00012527844760535625 1.144022503038332e-05 -0.00085560839585476834 -0.00013006654362519789 0.0010294086239864321 0.00048276903501312681 -0.00052587481601672887 -0.00018500218241936163 -0.00015185299084161208 0.00050444549561052361 0.00021339420606625043 0
leaf_weight=84 56 52 50 86 46 977 54 65 49 79 80 56 612 121 76 93 63 69 51 61 50 57 60 434 113 46 71 47
leaf_count=84 56 52 50 86 46 977 54 65 49 79 80 56 612 121 76 93 63 69 51 61 50 57 60 434 113 46 71 47
internal_value=0 9.1524e-05 0.000840441 0.000363187 -2.32046e-05 -9.5324e-06 -4.10385e-05 0.000233104 -6.77917e-05 -0.000299016 -0.000536341 -2.085e-05 6.10694e-06 3.17716e-05 8.53699e-05 -0.000136719 -2.23373e-05 9.58983e-05 -0.000108463 0.000295569 0.000532581 -4.62969e-05 -7.178e-05 -5.18903e-05 0.000105848 0.000215761 -6.46614e-06 0.000251634
internal_weight=0 2389 285 235 179 2104 1369 119 1250 208 159 1042 986 902 688 214 2052 340 166 174 113 1712 1471 1411 241 115 184 93
internal_count=3758 2389 285 235 179 2104 1369 119 1250 208 159 1042 986 902 688 214 2052 340 166 174 113 1712 1471 1411 241 115 184 93
is_linear=0
shrinkage=0.0995203


Tree=8820
num_leaves=20
num_cat=0
split_feature=27 18 18 5 18 2 18 9 0 20 20 5 18 9 9 9 2 26 0
split_gain=0.00109383 0.00103724 0.0153382 0.00091848 0.00127069 0.000783542 0.000768675 0.00188278 0.00176293 0.000677252 0.00192727 0.000662761 0.000620238 0.000694723 0.00311237 0.00110356 0.000876485 0.000684499 0.000535128
threshold=0.12102500000000002 -0.088579999999999992 -0.089929999999999996 -0.0071849999999999995 -0.092084999999999986 -0.084869999999999987 -0.079189999999999997 0.083955000000000016 -0.082794999999999994 -0.074014999999999984 -0.078725000000000003 -0.0016799999999999999 -0.069565000000000002 0.097365000000000021 0.095950000000000021 0.098720000000000016 -0.079555000000000001 0.11880500000000002 -0.081534999999999982
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 -1 7 -3 -9 10 -5 -10 -8 14 16 -15 -14 -17 -11
right_child=-2 6 -4 4 -6 -7 12 8 11 18 -12 -13 13 15 -16 17 -18 -19 -20
leaf_value=0 0.00048311845120166961 0.00036832893393467912 0.0018254240110714322 -3.5229775055857565e-05 0.00052078410141718611 -0.00043751161702052904 0.00025274344521984476 -0.00065591007484142776 0.00012099562855037221 0.00013536936063724252 0.00070475849191717669 -0.00035681580831978515 3.9867912667582733e-05 0.00055120173942270533 -0.00069658635986801192 -4.9394819839456822e-05 -8.9733614185702666e-05 0.00023829877580123113 -0.0001541715894154108
leaf_weight=74 47 47 48 128 51 82 85 90 71 81 47 47 1088 47 70 265 977 117 257
leaf_count=74 47 47 48 128 51 82 85 90 71 81 47 47 1088 47 70 265 977 117 257
internal_value=0 0 0.000102803 -1.09016e-05 4.70161e-05 -0.000225544 -2.72508e-05 -0.000192476 -0.000323133 0 0.000158832 -6.23817e-05 -1.10367e-05 -2.01006e-05 -4.35853e-05 9.48668e-05 -2.10532e-05 3.65778e-05 -8.23626e-05
internal_weight=0 3672 768 720 564 156 2904 255 208 513 175 118 2649 2564 2135 429 2065 382 338
internal_count=3719 3672 768 720 564 156 2904 255 208 513 175 118 2649 2564 2135 429 2065 382 338
is_linear=0
shrinkage=0.0995203


Tree=8821
num_leaves=20
num_cat=0
split_feature=4 1 1 0 3 1 3 1 0 9 18 1 1 9 26 3 9 10 3
split_gain=0.00105938 0.000999994 0.00356538 0.0125307 0.00121795 0.000942662 0.00120689 0.00217566 0.00136586 0.00131969 0.00116557 0.00103523 0.00111043 0.000888606 0.000678515 0.000809517 0.000688924 0.00157281 0.000584186
threshold=0.14903500000000006 -0.084759999999999988 -0.088909999999999989 -0.080974999999999991 0.084550000000000028 -0.083284999999999984 0.088845000000000021 -0.079844999999999985 -0.15758999999999998 0.083715000000000026 -0.0086449999999999982 -0.076894999999999991 -0.073844999999999994 0.081095000000000014 0.092955000000000024 0.095630000000000021 0.098465000000000011 0.085960000000000023 0.085035000000000013
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 4 -4 -3 8 -8 -7 13 -11 -9 -13 -10 16 -16 17 18 -1
right_child=-2 5 3 -5 -6 6 7 11 9 10 -12 12 -14 -15 15 -17 -18 -19 -20
leaf_value=0.00019493504879426393 0.00037087485976852004 -0.0003989509712086039 0.00031204972387870639 0.0018619760354202843 -0.00028499108794459633 -0.0006088312197584856 0.00058757975143770413 -0.00032944170578429752 -8.5552698666785867e-06 -0.00032677974527232023 -4.0581037908678146e-05 0.00047167975105756561 3.8462250708783116e-06 0.00044731076628554204 -0.00052980551858464804 1.8906223953595308e-05 0.00039406608352183581 -0.00056047847425466559 -2.51383381606298e-05
leaf_weight=176 77 68 63 48 73 54 65 89 119 245 350 52 1626 63 51 50 47 46 357
leaf_count=176 77 68 63 48 73 54 65 89 119 245 350 52 1626 63 51 50 47 46 357
internal_value=0 -1.98396e-06 8.80661e-05 0.000479509 -2.40139e-06 -3.23224e-05 -2.26531e-05 2.20919e-05 -0.000122282 -8.74138e-05 -0.000159803 8.26827e-07 1.88319e-05 0.000144747 -9.88018e-06 -0.000250061 2.75633e-05 -7.73483e-07 4.59954e-05
internal_weight=0 3642 911 184 136 2731 2663 1832 831 777 595 1767 1678 182 727 101 626 579 533
internal_count=3719 3642 911 184 136 2731 2663 1832 831 777 595 1767 1678 182 727 101 626 579 533
is_linear=0
shrinkage=0.0995203


Tree=8822
num_leaves=21
num_cat=0
split_feature=17 17 4 19 20 3 3 20 2 4 18 18 23 26 3 2 6 3 6 3
split_gain=0.00136687 0.0201221 0.0010238 0.000613653 0.00131703 0.00103413 0.00130071 0.000827691 0.000793182 0.00102497 0.000600526 0.00148524 0.000713114 0.000551929 0.000462858 0.00135706 0.000570611 0.00077939 0.000713877 0.000452005
threshold=-0.12118 -0.14488499999999999 0.14727500000000002 0.084490000000000023 -0.01137 0.089095000000000021 0.084895000000000012 1.0000000180025095e-35 -0.24151999999999998 0.09939000000000002 -0.10303999999999999 -0.14734 0.086085000000000023 0.087675000000000017 0.087570000000000023 0.084895000000000012 -0.099455000000000002 0.094525000000000012 -0.095324999999999993 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 3 10 5 -5 6 -1 8 -7 -10 11 -2 14 -8 15 19 17 -16 -18 -12
right_child=2 -3 -4 4 -6 7 13 -9 9 -11 12 -13 -14 -15 16 -17 18 -19 -20 -21
leaf_value=2.6214436394569535e-05 0.00014752639845690602 0.0018573777826268415 0.00033331953964924261 -0.00015135785549552156 0.00052078488881883173 -0.00026508708833977539 -0.00076460033979782588 -0.00031854837208717323 4.8164742024560213e-05 0.00049828451981503757 1.2036210478930252e-05 -0.00058495361329159365 0.00033827549481421778 -0.00025477513436768798 -0.00036896874669161474 -0.00057279927773401529 0.00039498635399781853 -3.1920301286058371e-05 7.3754086807347637e-06 -0.0001389950011639432
leaf_weight=81 46 61 75 53 60 61 46 63 342 60 384 63 51 51 92 56 49 286 1356 383
leaf_count=81 46 61 75 53 60 61 46 63 342 60 384 63 51 51 92 56 49 286 1356 383
internal_value=0 0.000113662 -2.83655e-05 -1.55277e-05 0.000198288 -5.10103e-05 -0.000258662 1.77033e-05 6.52249e-05 0.000117383 -3.84686e-05 -0.000268323 -2.8731e-05 -0.000504988 -3.62275e-05 -9.80437e-05 -7.23518e-06 -0.000116119 2.14762e-05 -6.23136e-05
internal_weight=0 878 2841 817 113 704 178 526 463 402 2766 109 2657 97 2606 823 1783 378 1405 767
internal_count=3719 878 2841 817 113 704 178 526 463 402 2766 109 2657 97 2606 823 1783 378 1405 767
is_linear=0
shrinkage=0.0995203


Tree=8823
num_leaves=19
num_cat=0
split_feature=17 17 1 7 19 19 1 0 0 1 0 18 1 0 0 0 0 26
split_gain=0.00110583 0.016318 0.000865416 0.00113175 0.000494658 0.00119918 0.000594924 0.00117189 0.00113158 0.00113492 0.000694389 0.000939077 0.000452525 0.000595651 0.00274916 0.00191583 0.00103675 0.000973011
threshold=-0.12118 -0.14488499999999999 0.62256000000000011 -0.10984999999999999 0.084490000000000023 0.10956000000000003 -0.50388999999999995 -0.067839999999999998 -0.052884999999999995 -0.043804999999999997 -0.071799999999999989 -0.049119999999999997 -0.50954999999999984 -0.073464999999999989 -0.075424999999999992 -0.071029999999999996 -0.066264999999999991 0.099855000000000013
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 6 -6 -1 10 -9 -10 11 -8 -5 14 17 -15 -17 -14
right_child=2 -3 -4 12 5 -7 7 8 9 -11 -12 -13 13 15 -16 16 -18 -19
leaf_value=-0.00035201068065608492 -0.00050395220922689037 0.0016725311483019526 0.00034412298653748103 -0.00028326828811668631 0.00048064094217735811 -0.00016164108062476619 7.3521987229073951e-05 0.00044059612968479033 0.00018730651880622415 -0.00032881256074905 -0.00049246921566614634 -0.00026051979751747303 -4.54909866159329e-05 0.000527079707077022 -0.00068009660500282945 -0.00028160526737209819 7.5759198260225393e-05 0.0001792483022364919
leaf_weight=58 50 61 61 66 61 52 179 85 117 66 47 152 1839 79 65 103 366 212
leaf_count=58 50 61 61 66 61 52 179 85 117 66 47 152 1839 79 65 103 366 212
internal_value=0 0.000102258 -2.54852e-05 -3.38898e-05 -1.39824e-05 0.000177833 -4.59338e-05 -1.71859e-05 0.000140537 0 -0.000131176 -7.74017e-05 -2.49808e-05 -1.82744e-05 -4.24686e-05 7.3653e-05 -9.78378e-07 -2.18618e-05
internal_weight=0 878 2841 2780 817 113 704 646 268 183 378 331 2730 2664 2116 548 469 2051
internal_count=3719 878 2841 2780 817 113 704 646 268 183 378 331 2730 2664 2116 548 469 2051
is_linear=0
shrinkage=0.0995203


Tree=8824
num_leaves=21
num_cat=0
split_feature=6 8 8 6 17 8 5 4 26 0 26 23 17 17 17 5 3 0 17 6
split_gain=0.0223336 0.00227749 0.00975988 0.011196 0.000886265 0.00196636 0.00344158 0.00128315 0.00115044 0.00137576 0.000910902 0.000722715 0.000788208 0.000392825 0.00101214 0.000316704 0.000294123 0.000461491 0.000425451 8.88129e-05
threshold=0.23663500000000004 -0.097249999999999989 -0.11061499999999999 -0.047974999999999997 0.3137100000000001 -0.078704999999999997 -0.042209999999999991 0.13707500000000003 0.096980000000000025 -0.080614999999999992 0.41479500000000008 -0.022119999999999997 0.084010000000000015 -0.0069749999999999994 -0.072659999999999988 -0.0058299999999999992 0.08708500000000001 -0.12236 0.011640000000000003 -0.14051999999999998
decision_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 -4 7 6 -6 10 9 -7 11 -3 -13 14 15 -1 -15 19 -19 -18
right_child=-2 4 3 -5 5 8 -8 -9 -10 -11 -12 12 -14 16 -16 -17 17 18 -20 -21
leaf_value=0.00021814817159749651 -0.0021018088367505995 0.0003380777358124123 2.4897405982843351e-05 0.0021920987168787837 -6.7020333606387692e-05 -0.00016575344475365199 -0.0011307028081876573 -0.00041951599389058189 -0.00028456376602102883 0.00053046929610443827 0.00043141706986290758 -3.930955463660061e-05 0.00015330165797779294 -0.00011296318524943081 -0.0005173390649098671 -0.00011912519668067948 5.7076353763239074e-05 0.00049259438456306234 6.0445984560584307e-05 -0.00013124447547013321
leaf_weight=48 51 56 49 47 78 49 51 77 77 62 46 2450 229 69 49 63 46 47 53 47
leaf_count=48 51 56 49 47 78 49 51 77 77 62 46 2450 229 69 49 63 46 47 53 47
internal_value=0 -4.6204e-06 0.000188614 0.00109445 -3.64044e-05 -0.000194558 -0.000493892 -1.8576e-05 6.48148e-06 0.000215753 -7.18046e-06 -1.48566e-05 -2.25396e-05 -1.55133e-05 -0.000139896 1.93478e-05 5.73212e-05 0.000122442 0.000271742 -2.92941e-05
internal_weight=0 3693 518 96 3175 317 129 2858 188 111 2781 2735 2679 422 160 111 262 193 100 93
internal_count=3744 3693 518 96 3175 317 129 2858 188 111 2781 2735 2679 422 160 111 262 193 100 93
is_linear=0
shrinkage=0.0995203


Tree=8825
num_leaves=14
num_cat=0
split_feature=6 2 2 30 28 19 21 21 26 10 4 8 26
split_gain=0.0181094 0.00209349 0.0130326 0.000949675 0.000839674 0.000717068 0.00065777 0.00132018 0.000766286 0.000383841 0.00095395 0.000260307 0.000242056
threshold=0.23663500000000004 -0.11700999999999999 -0.14091999999999996 0.11901000000000002 0.092630000000000032 0.14023500000000003 -0.010234999999999999 -0.025279999999999997 0.096685000000000021 0.090150000000000022 0.10353000000000002 0.095985000000000015 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 6 7 -3 -8 10 11 12 -1
right_child=-2 3 -4 -5 -6 -7 8 -9 -10 -11 -12 -13 -14
leaf_value=0.00011739339454623508 -0.0018926364781262201 8.5425449178195249e-06 0.0017688489744366745 -0.00046035140854172628 0.00038133605493543497 -0.00040753595728283519 -6.6210407703337675e-05 0.0004785993067827759 6.4759549796058135e-05 -0.00022291822202209576 0.00033887847985228836 -0.00027571874647192463 -0.00016362175107806476
leaf_weight=71 51 333 47 50 50 49 2230 73 546 65 78 48 53
leaf_count=71 51 333 47 50 50 49 2230 73 546 65 78 48 53
internal_value=0 -4.13852e-06 0.000222897 -2.90576e-05 -2.22355e-05 -2.87342e-05 -2.26437e-05 9.50765e-05 -4.01556e-05 -5.17046e-06 4.81695e-05 -7.89043e-05 0
internal_weight=0 3693 362 3331 3281 3231 3182 406 2776 315 250 172 124
internal_count=3744 3693 362 3331 3281 3231 3182 406 2776 315 250 172 124
is_linear=0
shrinkage=0.0995203


Tree=8826
num_leaves=19
num_cat=0
split_feature=20 18 18 11 9 2 0 6 0 2 26 6 20 18 4 9 10 10
split_gain=0.0187464 0.00282467 0.0192021 0.000841806 0.000954289 0.00182333 0.00201035 0.00124528 0.00126604 0.00228132 0.0012317 0.000724489 0.00100441 0.000671165 0.00079925 0.00114612 0.000563374 0.000885412
threshold=-0.41270499999999993 -0.10082999999999999 -0.10872 -0.37931999999999999 0.11640000000000002 -0.049174999999999996 -0.063914999999999986 0.10165000000000003 -0.078664999999999999 -0.082954999999999987 0.096980000000000025 -0.068019999999999983 -0.077044999999999988 -0.1394 0.084900000000000017 0.083760000000000015 0.090150000000000022 0.086275000000000018
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 -3 7 6 -6 16 9 -9 -10 12 -2 14 15 -13 17 -5
right_child=1 3 -4 4 5 -7 -8 8 10 -11 -12 13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0020237600998703944 0.00049376355078631904 -0.00039131621781645531 0.002089879512449753 -2.2111706741822711e-05 1.9618535261944716e-06 -0.00018361591291438686 0.00088502076660522584 2.5186046904683241e-05 0.00018996492834476498 -0.00083703302038084506 -0.00039146650401812881 -0.00050565758278770293 -8.0201036935928789e-05 -0.00031522256632946736 0.00030463885696753565 6.4118222549496137e-05 -0.0003259657753869762 0.00041314888358364653
leaf_weight=46 63 65 49 2599 52 72 54 49 87 73 61 49 54 81 68 116 59 47
leaf_count=46 63 65 49 2599 52 72 54 49 87 73 61 49 54 81 68 116 59 47
internal_value=0 -2.00782e-06 0.000222965 -3.58194e-05 -2.82311e-05 0.000194791 0.000459545 -4.18501e-05 -0.000245938 -0.000484022 -4.41479e-05 8.81793e-06 0.00022186 -6.7957e-05 1.4489e-05 -0.000100127 -2.11765e-05 -1.40709e-05
internal_weight=0 3698 480 3218 3153 178 106 2975 270 122 148 431 117 314 233 165 2705 2646
internal_count=3744 3698 480 3218 3153 178 106 2975 270 122 148 431 117 314 233 165 2705 2646
is_linear=0
shrinkage=0.0995203


Tree=8827
num_leaves=14
num_cat=0
split_feature=20 18 0 8 19 27 27 19 8 8 0 8 19
split_gain=0.0152008 0.00247731 0.0167853 0.000794831 0.000843532 0.000662328 0.000677243 0.000601954 0.000674351 0.000962335 0.000956904 0.00136561 0.000580337
threshold=-0.41270499999999993 -0.10387 -0.097180000000000002 0.24614500000000003 0.13950000000000004 0.11470500000000003 -0.032854999999999995 0.0069650000000000016 -0.00076499999999999995 0.010485000000000003 -0.080074999999999993 -0.07106999999999998 0.083475000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 8 10 -10 -4 -12 -8
right_child=1 3 7 -5 -6 -7 12 -9 9 -11 11 -13 -14
leaf_value=-0.0018223552454586481 0.0020181460353643041 0.00033624925349062015 -0.00015825375231715713 -0.00043122728142732362 -0.0004499046142223969 0.00033504649316950635 -4.7815621014459538e-05 -0.00024014926942251392 -0.00033239385491301858 0.00015187476955693562 9.9348685111097833e-06 0.00069295066937061949 8.6764587436748413e-05
leaf_weight=46 46 50 47 49 46 51 2695 76 76 85 60 61 356
leaf_count=46 46 50 47 49 46 51 2695 76 76 85 60 61 356
internal_value=0 -1.78597e-06 0.000216539 -3.23629e-05 -2.59954e-05 -1.95492e-05 -2.5645e-05 9.8904e-06 7.01386e-05 -7.16395e-05 0.000210882 0.000361031 -3.18441e-05
internal_weight=0 3698 451 3247 3198 3152 3101 405 329 161 168 121 3051
internal_count=3744 3698 451 3247 3198 3152 3101 405 329 161 168 121 3051
is_linear=0
shrinkage=0.0995203


Tree=8828
num_leaves=25
num_cat=0
split_feature=1 1 27 26 3 0 9 21 21 17 20 29 6 0 3 0 0 18 22 1 0 21 6 20
split_gain=0.00465169 0.0271472 0.00536305 0.0116142 0.00745148 0.0125261 0.00109657 0.000761288 0.000683513 0.0019902 0.0010508 0.000514313 0.00050064 0.000886552 0.00138454 0.000529518 0.000957987 0.000478699 0.000931505 0.000501251 0.000451849 0.000429104 0.000317838 0.000222778
threshold=0.066150000000000028 0.081675000000000011 0.081260000000000013 -0.087179999999999994 0.081685000000000021 -0.079805000000000001 0.11582000000000002 -0.091869999999999993 -0.021529999999999997 -0.0065549999999999992 -0.01137 -0.077709999999999987 -0.11796999999999999 -0.1021 0.10502000000000002 -0.110495 -0.142265 -0.087529999999999983 0.078875000000000015 -0.047239999999999997 -0.061654999999999995 0.09865500000000002 -0.36821999999999994 -0.06470999999999999
decision_type=2 2 2 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 -1 12 -6 9 10 -9 -5 15 14 -14 16 22 18 -10 -19 -17 -15 -3 -16
right_child=1 6 3 11 7 -7 -8 8 17 -11 -12 -13 13 21 23 20 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0021313735000904207 0.00232581367290716 -0.00013683385081921645 0.0018291149738431788 -0.0001676476743130076 0.0003130578514420475 0 0.00041743764300822072 -0.00022991723361569325 -7.1447638796331541e-05 -0.0006288026386541952 0.00035331356160828631 0.00021430627154476998 -0.00058475920623550536 0.00036661034526778568 -0.00013990094902808101 -0.00020406773017990568 0.00056779397599723976 -4.6772222041533792e-05 -0.00051133837752531382 6.2755852940349295e-05 0.00012616956850920968 -4.417476756899161e-05 0.00021275347965470239 0.00016162995659412585
leaf_weight=46 57 48 47 71 58 66 75 72 585 76 53 68 66 46 50 77 54 1196 53 630 86 49 53 47
leaf_count=46 57 48 47 71 58 66 75 72 585 76 53 68 66 46 50 77 54 1196 53 630 86 49 53 47
internal_value=0 0.000242812 -4.05353e-05 0.00047655 -7.47493e-05 -0.000870675 5.9172e-05 -4.17113e-05 -4.97396e-05 -0.000226952 1.08237e-05 1.33181e-05 1.11016e-05 -9.02831e-05 -0.000233083 9.59314e-05 0.000228186 -3.49512e-05 -0.000109273 -8.53492e-06 -2.48099e-05 0.000146115 3.85078e-05 0
internal_weight=0 708 3021 186 2835 112 651 2723 2665 201 125 139 576 258 163 318 155 2464 638 1826 163 95 101 97
internal_count=3729 708 3021 186 2835 112 651 2723 2665 201 125 139 576 258 163 318 155 2464 638 1826 163 95 101 97
is_linear=0
shrinkage=0.0995203


Tree=8829
num_leaves=25
num_cat=0
split_feature=9 9 9 26 3 4 2 3 3 5 5 9 8 8 7 26 26 1 6 9 3 5 26 8
split_gain=0.00382729 0.0201937 0.0115962 0.0146408 0.00881215 0.00107561 0.000966462 0.00100088 0.00115906 0.000971519 0.00183957 0.000834119 0.00169461 0.000781405 0.000752446 0.000733925 0.00121756 0.000980271 0.0010304 0.000688304 0.00119726 0.00105579 0.000524437 0.000146187
threshold=0.08846500000000003 0.08895500000000002 0.087885000000000019 0.088015000000000024 0.084290000000000018 0.11670500000000002 -0.086169999999999983 0.083725000000000022 0.090360000000000024 -0.0087549999999999989 -0.018754999999999997 0.08951000000000002 -0.083504999999999982 -0.081534999999999982 -0.15142999999999998 0.089150000000000021 0.088115000000000013 -0.085349999999999995 0.086420000000000011 0.090775000000000022 0.090360000000000024 -0.041054999999999994 0.087260000000000018 -0.088304999999999995
decision_type=2 2 2 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 11 7 23 9 10 -9 12 -6 -11 -8 16 22 -17 -19 21 -21 -13 -16 -1
right_child=1 4 3 -5 5 -7 14 8 -10 13 -12 19 -14 -15 15 17 -18 18 -20 20 -22 -23 -24 -25
leaf_value=8.6654320208561951e-06 0.0017583183233932985 0.0011028073775656729 -0.0023955854065233488 -0.00013665954429158212 -0.00013159471857572899 0.00041953245749872751 -0.00033242854317558227 -0.00054379037788087486 0.00010072759514786845 -0.00071335572980446257 0.00013558235981073985 5.1300439270484482e-05 0.00069848715526730251 -0.0002347873401895606 1.4411669943376611e-05 0.0006224781137685911 -0.00041758458831842233 0.00029471122672196603 -0.00026957006999027422 0.00034233001656257169 -4.7426842776394783e-05 -0.0005155744278797017 0.0003020853493393682 0.00027808535853090328
leaf_weight=47 72 75 47 74 49 57 57 64 90 76 100 55 46 73 1168 46 63 86 50 84 1065 72 67 46
leaf_count=47 72 75 47 74 49 57 57 64 90 76 100 55 46 73 1168 46 63 86 50 84 1065 72 67 46
internal_value=0 0.000129834 -7.42359e-05 -0.00102086 5.12782e-05 -3.3759e-06 -1.74921e-05 -0.000138502 -0.000207279 -0.000298459 -0.000124547 -2.15556e-05 0.000261723 -0.000484384 2.1026e-05 3.51919e-05 8.29331e-06 0.000222531 8.12355e-05 -4.32877e-05 -1.82204e-05 -0.000263632 3.06811e-05 0.000150729
internal_weight=0 1575 2154 121 1503 1428 2033 496 403 313 164 1371 95 149 1537 1480 1298 182 136 1276 1149 127 1235 93
internal_count=3729 1575 2154 121 1503 1428 2033 496 403 313 164 1371 95 149 1537 1480 1298 182 136 1276 1149 127 1235 93
is_linear=0
shrinkage=0.0995203


Tree=8830
num_leaves=24
num_cat=0
split_feature=1 1 27 4 2 17 4 4 4 4 9 4 9 10 2 19 9 20 4 2 0 2 4
split_gain=0.00352632 0.0222899 0.00425157 0.010516 0.0028017 0.0156539 0.000834633 0.00272505 0.00195453 0.00120177 0.000718303 0.000686234 0.000669025 0.000742422 0.000601656 0.000695358 0.000501494 0.000517514 0.000584625 0.00175315 0.000998055 0.000301911 0.000175785
threshold=0.066150000000000028 0.081675000000000011 0.084940000000000029 0.090860000000000024 -0.10018999999999999 0.053575000000000012 0.08544000000000003 0.07665000000000001 0.089860000000000023 0.09717000000000002 0.11582000000000002 0.10845500000000002 0.083760000000000015 0.086165000000000019 -0.012154999999999999 0.13085000000000005 0.10341500000000002 0.0057800000000000013 0.11240500000000002 0.0040650000000000018 -0.13417999999999999 -0.112555 0.10684000000000003
decision_type=2 2 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 7 14 -8 -10 16 -11 -1 21 15 -6 17 18 19 -3 -20 -14 -5
right_child=1 10 3 22 6 -7 8 -9 9 11 -12 -13 13 -15 -16 -17 -18 -19 20 -21 -22 -23 -24
leaf_value=-0.00031949292189040624 0.0020981373033833769 4.7567329430724223e-05 0.0016600811631255915 -0.00022002902209004749 -2.9790647438397193e-05 -0.0019225215498749788 0.00062121671593233193 -0.00067716375973741355 -0.00045004092274265124 0.00035474283538959611 0.00033406919581021715 -1.69855789835287e-05 7.1291993150916628e-05 -0.00021859010584573342 0.00024366141779186057 -0.000325243822897867 -0.00026313687911594695 0.00026775602753609153 0.00048877635479481528 -0.00055492382786820522 -1.3072098994021291e-05 0.00039798448134400669 2.4278560777079026e-05
leaf_weight=61 57 182 50 47 1992 52 62 67 48 71 75 148 90 64 75 83 61 82 54 64 133 47 64
leaf_count=61 57 182 50 47 1992 52 62 67 48 71 75 148 90 64 75 83 61 82 54 64 133 47 64
internal_value=0 0.000210692 -3.60072e-05 0.000460972 -6.42703e-05 -0.000344995 -2.93267e-05 -5.15346e-05 0.000117835 0 4.41741e-05 9.97911e-05 -2.87735e-05 5.53821e-05 -3.16575e-05 -4.20033e-05 5.00604e-06 3.83562e-05 -3.1961e-06 -0.000105851 0.000127469 0.000189344 -7.1792e-05
internal_weight=0 708 3021 161 2860 314 2546 2217 329 267 651 219 262 201 2150 2075 576 515 433 246 187 137 111
internal_count=3729 708 3021 161 2860 314 2546 2217 329 267 651 219 262 201 2150 2075 576 515 433 246 187 137 111
is_linear=0
shrinkage=0.0995203


Tree=8831
num_leaves=21
num_cat=0
split_feature=18 3 18 6 6 3 6 6 18 4 3 9 3 26 18 2 9 9 6 1
split_gain=0.00355254 0.022947 0.00895848 0.00281563 0.0349231 0.00154425 0.0013085 0.000831718 0.000703927 0.00065463 0.000972819 0.000660056 0.000595596 0.000534205 0.000544505 0.000585849 0.00106179 0.000862664 0.000487166 0.000172524
threshold=-0.098315 0.084235000000000018 -0.095364999999999991 -0.088215000000000002 -0.089745000000000005 0.087170000000000011 0.18123500000000006 -0.085609999999999992 -0.092084999999999986 0.13849500000000003 0.13640000000000005 -0.078344999999999984 0.085730000000000015 -0.057034999999999995 -0.112385 -0.076954999999999996 0.09649000000000002 0.095585000000000017 -0.052844999999999996 -0.014549999999999999
decision_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 9 -3 7 -5 -9 10 12 -11 -4 19 15 17 -17 -15 -10 -7
right_child=2 5 3 6 -6 13 -8 8 18 11 -12 -13 -14 14 -16 16 -18 -19 -20 -21
leaf_value=-0.0023054778727367008 0.001370437242199098 0.00043849973743723521 -0.00015456128520012664 -0.00039091615977043391 0.0027593262678145504 -5.5038406056700864e-06 0.00036946227909538486 -0.00036697287216939321 0.00012010217185281592 6.2813954270417485e-07 -0.00038916521357040807 0.00050815588187353073 7.4435431832969341e-05 -0.00016935424339495757 -0.0004251812627428114 2.1531776680053352e-05 -0.00054463305237193024 0.00036698965736754632 -4.1658715308318328e-05 0.00025114071269748643
leaf_weight=48 50 63 139 68 49 46 77 62 203 55 60 53 566 64 61 68 59 54 1838 46
leaf_count=48 50 63 139 68 49 46 77 62 203 55 60 53 566 64 61 68 59 54 1838 46
internal_value=0 -0.000234508 4.83655e-05 2.72544e-05 0.000173849 -1.70999e-05 -3.25062e-05 -4.71401e-05 -3.5635e-05 2.77931e-05 -3.53399e-06 0.000257273 2.81245e-05 -9.12744e-05 -0.000155642 -8.5191e-05 -0.000235044 6.91538e-05 -2.51687e-05 0.00011392
internal_weight=0 509 3220 3170 922 461 2248 2171 2103 873 765 108 705 398 306 245 127 118 2041 92
internal_count=3729 509 3220 3170 922 461 2248 2171 2103 873 765 108 705 398 306 245 127 118 2041 92
is_linear=0
shrinkage=0.0995203


Tree=8832
num_leaves=28
num_cat=0
split_feature=1 3 17 26 6 26 26 18 9 8 20 3 0 3 6 9 0 1 6 9 3 0 20 0 17 26 3
split_gain=0.00234239 0.00548928 0.0112819 0.00172411 0.00347552 0.00557036 0.00167935 0.00158248 0.00227576 0.00233929 0.00151884 0.000914948 0.00205498 0.00218596 0.000872124 0.00252721 0.00225729 0.00139162 0.00131336 0.00217702 0.00085068 0.000757712 0.00075376 0.000750228 0.000713492 0.00090032 0.000776955
threshold=-0.083284999999999984 0.081685000000000021 -0.10071499999999999 0.10924500000000002 0.091615000000000016 0.11991000000000003 0.11023000000000002 0.090795000000000028 0.11296000000000002 -0.054384999999999996 -0.24910499999999999 0.084895000000000012 -0.087184999999999999 0.084065000000000015 0.092120000000000021 0.08938500000000002 -0.082224999999999993 -0.073104999999999989 0.088915000000000022 0.088325000000000028 0.08544000000000003 -0.19126499999999999 -0.042414999999999994 -0.12469 -0.012064999999999999 0.085465000000000027 0.10669500000000003
decision_type=2 2 2 2 2 2 2 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 11 8 9 -5 -2 12 -3 -14 18 -16 -17 -18 21 -20 -13 22 -12 -23 26 -26 -22
right_child=3 6 -4 4 5 -7 -8 -9 -10 -11 14 20 13 -15 15 16 17 -19 19 -21 24 23 -24 -25 25 -27 -28
leaf_value=0.00013457292092289012 0.00043147275497616602 0.00023680861592790105 -0.0020317124015044761 -8.3362599128110963e-06 0.0012524432084939164 -1.5695058321081378e-05 -0.00058557889583538331 -0.00051588111912883943 -0.00045958271898324489 0.00082853996246400508 -7.3904713579664693e-05 0.00038290544135218435 1.0775923372274478e-05 -0.00080551132829767536 -0.00074680547986829258 0.00054702442958029127 -0.00065510568702925067 -4.3414108991191928e-05 0.00075617393761971317 -0.00016281694045513045 -0.00017721950355482341 -0.00024473634487089064 0.00032732304010931954 -4.7741668588894882e-05 -5.7848405842130368e-05 0.00046461823616683075 0.00013043681148790278
leaf_weight=48 64 54 46 83 65 70 70 54 52 53 83 48 51 81 69 48 52 138 53 47 371 224 98 1482 77 54 101
leaf_count=48 64 54 46 83 65 70 70 54 52 53 83 48 51 81 69 48 52 138 53 47 371 224 98 1482 77 54 101
internal_value=0 -0.00019163 -0.000916816 -1.33163e-05 0.00018387 0.000588826 -0.00011557 -3.86521e-05 9.407e-05 0.00031178 -4.51899e-05 -7.52845e-05 -0.000270279 -0.000483926 -5.88451e-05 -0.000215465 -5.7981e-05 -0.000215133 -3.42347e-05 0.000316062 -1.83141e-05 -5.32322e-05 0.000138812 -7.40872e-05 -5.16096e-05 0.000151271 -0.000109652
internal_weight=0 1001 94 2735 377 135 907 242 188 136 2358 837 186 132 2294 307 238 190 1987 100 651 1887 181 1706 603 131 472
internal_count=3736 1001 94 2735 377 135 907 242 188 136 2358 837 186 132 2294 307 238 190 1987 100 651 1887 181 1706 603 131 472
is_linear=0
shrinkage=0.0995203


Tree=8833
num_leaves=17
num_cat=0
split_feature=2 2 20 1 38 10 3 9 36 24 8 20 8 6 6 3
split_gain=0.00199559 0.0132623 0.00101327 0.000817704 0.00072641 0.000633902 0.00139669 0.00083239 0.000627037 0.000626359 0.000698259 0.00098154 0.000920797 0.000808581 0.000558119 0.000341522
threshold=-0.097214999999999996 -0.10077999999999999 -0.24910499999999999 0.41527500000000012 -0.072014999999999996 0.09056500000000002 0.11089500000000001 0.098180000000000031 0.089700000000000016 0.10012000000000003 -0.073644999999999988 -0.10177499999999999 -0.075129999999999988 0.11596500000000003 0.088565000000000019 0.09304500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 8 6 7 15 -4 10 12 -12 14 -13 -6 -1
right_child=2 -3 4 -5 9 -7 -8 -9 -10 -11 11 13 -14 -15 -16 -17
leaf_value=5.1153911257347788e-05 0.00038147452288487562 -0.0015906011142234617 0.0004990071526707867 -0.00042986837251928557 -9.6167824758822628e-05 0.00032859308231504808 -0.00050830373903660068 0.00042670876050666164 0 -0.00040892437911498356 -0.00040370970928229591 2.4151220214424037e-05 -0.00051082934170538488 0.00039916143686490838 2.3617311016428602e-05 -0.00019056582633403577
leaf_weight=158 59 63 46 49 1339 51 55 46 53 46 50 997 47 61 527 89
leaf_count=158 59 63 46 49 1339 51 55 46 53 46 50 997 47 61 527 89
internal_value=0 -0.000238198 -2.60374e-05 -4.61894e-05 -3.38901e-05 0 -4.70906e-05 3.66914e-05 0.000230152 -4.26801e-05 -3.68324e-05 2.54893e-05 -7.33567e-05 4.65466e-05 -6.18991e-05 -3.26292e-05
internal_weight=0 511 3225 448 3166 399 348 293 99 3067 3021 1108 1913 1058 1866 247
internal_count=3736 511 3225 448 3166 399 348 293 99 3067 3021 1108 1913 1058 1866 247
is_linear=0
shrinkage=0.0995203


Tree=8834
num_leaves=18
num_cat=0
split_feature=3 9 20 18 18 18 18 5 24 4 4 21 4 4 3 8 4
split_gain=0.00193936 0.0119968 0.00144767 0.00057588 0.00122455 0.00140669 0.000966221 0.00120929 0.000844122 0.000687793 0.00226075 0.0010549 0.000869518 0.000636972 0.000572584 0.000316487 0.000297593
threshold=0.081685000000000021 0.087885000000000019 -0.40431 -0.0087699999999999983 -0.011569999999999999 -0.013734999999999999 -0.037059999999999989 -0.0070049999999999999 0.098635000000000014 0.11509500000000002 0.11931500000000002 0.10683000000000002 0.10990500000000002 0.10543500000000001 0.084795000000000023 -0.011315 0.10198500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -2 4 5 6 14 -8 9 12 -11 -12 13 -5 -4 16 -1
right_child=2 -3 3 8 -6 -7 7 -9 -10 10 11 -13 -14 -15 -16 -17 -18
leaf_value=0.00019820264415275411 0.00049594091631679008 -0.0014090188186691656 0.00022717264898637859 3.6669889978705285e-05 -0.0004451072072440272 0.00039538331491033134 -1.79433147254265e-05 -0.00049386238315930417 -0.00041469862484799785 -0.00075384721112821244 0.0001512454362188327 -0.00036187883225125521 0.00041691878233653936 -0.00029622678493216659 -6.1978908346401766e-05 0.00025940034034149491 -0.00011060856258653183
leaf_weight=47 51 72 71 1386 87 64 104 116 47 48 142 55 58 59 1172 67 90
leaf_count=47 51 72 71 1386 87 64 104 116 47 48 142 55 58 59 1172 67 90
internal_value=0 -0.00030395 -2.92437e-05 -3.73408e-05 -8.04849e-05 -5.91746e-05 -7.96191e-05 -0.000272604 9.96702e-07 1.26422e-05 -0.00014127 3.83188e-06 3.82757e-05 2.2511e-05 -4.4804e-05 8.20617e-05 0
internal_weight=0 276 3460 3409 1614 1527 1463 220 1795 1748 245 197 1503 1445 1243 204 137
internal_count=3736 276 3460 3409 1614 1527 1463 220 1795 1748 245 197 1503 1445 1243 204 137
is_linear=0
shrinkage=0.0995203


Tree=8835
num_leaves=19
num_cat=0
split_feature=20 2 2 38 2 0 9 9 2 2 26 9 8 17 0 36 8 8
split_gain=0.00161785 0.0016684 0.0143582 0.00061565 0.000598452 0.00057922 0.000556404 0.000571372 0.000548313 0.000699468 0.000733684 0.0011401 0.000591741 0.000577908 0.000508554 0.000445084 0.000322577 0.000178595
threshold=-0.41270499999999993 -0.097214999999999996 -0.10077999999999999 -0.072014999999999996 -0.241895 0.019150000000000004 0.10526500000000003 0.093705000000000024 0.12875500000000004 0.11665500000000002 0.11880500000000002 0.11296000000000002 -0.092299999999999993 -0.036600000000000001 -0.12469 0.089700000000000016 -0.50270999999999988 0.090890000000000012
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 15 -2 6 7 -6 9 10 13 -12 14 -5 -10 -3 -16 -7
right_child=1 3 -4 8 5 17 -8 -9 12 -11 11 -13 -14 -15 16 -17 -18 -19
leaf_value=0.00053382722880310955 0.00024631835267604498 0.00044414763363692601 -0.0017389222174283643 -0.0001001533290718783 7.864421470504457e-06 -0.00013245033140720416 0.00026424282083776265 -0.00034755003944892499 -0.00028376857435189704 0.00032361748977802136 0.00032805224588104958 -0.00011260269281104308 -0.00045099361523831869 -2.8858969519970847e-06 -0.00016403866289655273 8.5209097207003003e-06 0.00015090348981619062 -0.00044159590849067269
leaf_weight=47 64 46 55 1048 169 47 58 59 82 57 136 98 59 1474 51 55 84 47
leaf_count=47 64 46 55 1048 169 47 58 59 82 57 136 98 59 1474 51 55 84 47
internal_value=0 -5.24213e-05 -0.000221858 -2.56604e-05 -3.20889e-05 -8.11328e-05 -7.73787e-06 -8.05165e-05 -3.37952e-05 -2.033e-05 -2.77406e-05 0.000140006 -0.000168067 -4.36293e-05 -8.73692e-05 0.00021503 2.58614e-05 -0.000295732
internal_weight=0 3689 499 3190 444 380 286 228 3089 2813 2756 234 276 2522 217 101 135 94
internal_count=3736 3689 499 3190 444 380 286 228 3089 2813 2756 234 276 2522 217 101 135 94
is_linear=0
shrinkage=0.0995203


Tree=8836
num_leaves=21
num_cat=0
split_feature=26 27 5 3 20 20 3 8 3 17 3 17 5 17 5 26 3 19 8 5
split_gain=0.00313429 0.0107412 0.000737911 0.00129225 0.000624253 0.00051408 0.000912256 0.000660181 0.000513008 0.00100759 0.000573525 0.00170408 0.0016525 0.000869289 0.000565305 0.00123023 0.000673539 0.000459249 0.00046885 0.000359272
threshold=-0.126245 0.085370000000000015 -0.53715999999999997 0.10648500000000002 -0.240845 -0.096095 0.10669500000000003 0.0044850000000000011 0.084505000000000011 0.10932500000000002 0.087745000000000031 -0.065699999999999995 0.0047850000000000011 -0.011174999999999999 -0.012164999999999999 0.086420000000000011 0.081685000000000021 0.12477000000000003 -0.080924999999999983 -0.061665000000000005
decision_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 -4 -1 7 -7 9 14 11 12 -10 -13 16 -16 -6 18 -12 -19
right_child=2 -3 4 -5 8 6 -8 -9 10 -11 17 13 -14 -15 15 -17 -18 19 -20 -21
leaf_value=0.00028447180320534415 -8.2587928380844772e-06 -0.0015321000032886591 0.00029410156082233595 0.00064932127368546992 6.9959114703241465e-05 -0.00015330647899464457 -0.00043262932434828317 0.00035381198306777382 -0.00051957739633070438 0.00049077001640495679 -4.4682265848527183e-05 0.00028489166958727712 6.5414676110413038e-05 -6.6421425104933548e-05 1.9175731898975916e-06 0.00058564261309004318 -0.00029888106432262234 0 5.0104244262445502e-05 -0.00033059893228521656
leaf_weight=47 71 59 69 48 112 53 52 47 149 55 877 90 67 307 143 49 84 62 1247 72
leaf_count=47 71 59 69 48 112 53 52 47 149 55 877 90 67 307 143 49 84 62 1247 72
internal_value=0 -0.000352777 6.47555e-06 0.000250105 -1.85234e-06 0 -9.2058e-05 7.6853e-05 -8.26135e-06 9.10378e-05 -2.38685e-05 -0.000109244 -0.000334332 1.11593e-05 3.22648e-05 0.000155153 -8.39386e-05 -3.28212e-07 1.05815e-05 -0.000179364
internal_weight=0 258 3502 119 3383 199 152 100 3314 443 2871 613 216 397 388 192 196 2258 2124 134
internal_count=3760 258 3502 119 3383 199 152 100 3314 443 2871 613 216 397 388 192 196 2258 2124 134
is_linear=0
shrinkage=0.0995203


Tree=8837
num_leaves=14
num_cat=0
split_feature=26 26 0 26 5 6 20 6 17 10 10 17 0
split_gain=0.00254237 0.00963354 0.00147219 0.00154589 0.000594381 0.00123801 0.000505953 0.000640175 0.00130736 0.000598107 0.00131328 0.000608285 0.000421977
threshold=-0.126245 -0.14859999999999998 -0.057604999999999996 -0.236315 -0.53715999999999997 -0.045589999999999999 -0.240845 0.11690000000000002 0.40827500000000011 0.090150000000000022 0.086275000000000018 -0.065699999999999995 -0.050054999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -6 9 12 10 11 -8 -9
right_child=4 -3 -4 -5 6 -7 7 8 -10 -11 -12 -13 -14
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leaf_weight=80 71 47 57 74 69 48 1164 49 57 52 50 1895 47
leaf_count=80 71 47 57 74 69 48 1164 49 57 52 50 1895 47
internal_value=0 -0.000317669 -2.67051e-05 0.000129088 5.87106e-06 0.000224529 -1.57847e-06 -7.37237e-06 -0.000206243 1.99446e-06 7.85041e-06 -1.51556e-07 9.59012e-06
internal_weight=0 258 211 154 3502 119 3383 3314 153 3161 3109 3059 96
internal_count=3760 258 211 154 3502 119 3383 3314 153 3161 3109 3059 96
is_linear=0
shrinkage=0.0995203


Tree=8838
num_leaves=24
num_cat=0
split_feature=27 8 5 3 3 26 26 18 3 9 9 5 18 4 9 3 9 2 8 30 30 27 29
split_gain=0.00210477 0.0146459 0.000699521 0.00165518 0.000836731 0.000739439 0.002653 0.000827547 0.0012294 0.000654849 0.00152352 0.00103765 0.001349 0.00150927 0.000721594 0.000941104 0.000663702 0.000665636 0.000649136 0.000392092 0.000533655 0.000335927 0.000197894
threshold=0.085370000000000015 -0.057284999999999996 -0.52786999999999995 0.10648500000000002 0.084505000000000011 0.089075000000000029 0.087170000000000011 -0.015069999999999998 0.08345000000000001 0.08938500000000002 0.089935000000000029 0.11083500000000003 -0.14624999999999996 0.087155000000000024 0.090775000000000022 0.090360000000000024 0.08888500000000002 -0.085089999999999985 -0.082014999999999991 0.090320000000000025 0.084650000000000017 0.092265000000000028 -0.0068700000000000002
decision_type=2 2 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 -1 5 6 7 18 -9 11 -11 16 -13 -14 -12 -16 17 -6 -4 20 21 -2 -23
right_child=1 -3 4 -5 9 -7 -8 8 -10 10 14 12 13 -15 15 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=-6.5256282180417352e-05 -0.00016703750643920463 -0.0018816997733916492 0.00055075902833177329 0.00066905149875500565 -0.00019904536914575285 -0.00022770757952095475 0.00089242509201231993 0.00010918348138123804 -0.00045615443522832545 0.00048214654103373921 -0.00027172079806541208 -0.00027656015918493939 0.00045555504222779929 -0.00013486537690805968 0.0003623573689686479 3.2536014515062753e-06 -0.0003801241705077915 -3.4217984475842733e-05 7.3610102314951428e-05 -0.00020575225577985765 0.00036890366698486319 -2.1750237336283375e-05 0.00024120165400151939
leaf_weight=69 74 47 51 52 334 47 46 126 54 71 85 61 127 62 78 1057 78 953 74 63 48 48 55
leaf_count=69 74 47 51 52 334 47 46 126 54 71 85 61 127 62 78 1057 78 953 74 63 48 48 55
internal_value=0 -0.000252693 8.526e-06 0.000243549 0 0.000135248 0.000186181 7.69812e-05 -5.587e-05 -1.86154e-05 3.3817e-05 -6.10358e-05 0.000123946 0.000257541 7.05465e-06 2.86534e-05 -9.55149e-05 -7.76298e-05 0.000274836 1.03092e-05 7.44448e-05 -7.83578e-07 0.000110713
internal_weight=0 335 3425 121 3304 398 351 305 180 2906 1291 1615 250 189 1220 1135 1365 1287 125 288 225 177 103
internal_count=3760 335 3425 121 3304 398 351 305 180 2906 1291 1615 250 189 1220 1135 1365 1287 125 288 225 177 103
is_linear=0
shrinkage=0.0995203


Tree=8839
num_leaves=13
num_cat=0
split_feature=26 1 17 21 6 20 10 10 25 19 19 18
split_gain=0.00179085 0.00907444 0.00156941 0.000744485 0.000654676 0.000815201 0.00054595 0.000468374 0.00044431 0.000564136 0.000622862 0.000615385
threshold=-0.126245 -0.094454999999999997 0.048755000000000014 -0.091869999999999993 -0.095324999999999993 -0.095634999999999998 0.09056500000000002 0.086690000000000031 0.096120000000000025 0.12477000000000003 0.13571500000000003 0.11061000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 -3 -6 7 8 9 11 -11 -5
right_child=3 2 -4 6 5 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.0015168889630482946 0.00029630006710934157 0.00044433536810966424 -0.0005013891649191264 -1.3099438756338295e-05 0.00033423266928984323 -0.00020898211563167069 0.00030616553024779755 -0.00028509141518502846 0.00028092377624201764 -0.00049770396984291231 -1.4525561846196721e-05 0.00013767601400807274
leaf_weight=47 85 53 46 2837 47 65 56 59 54 48 67 296
leaf_count=47 85 53 46 2837 47 65 56 59 54 48 67 296
internal_value=0 -0.000266213 8.49454e-06 5.30772e-06 0.000155605 1.1665e-05 -1.69132e-06 -7.06432e-06 -1.84862e-06 -6.80193e-06 -0.000223319 8.84255e-07
internal_weight=0 258 211 3502 165 112 3417 3361 3302 3248 115 3133
internal_count=3760 258 211 3502 165 112 3417 3361 3302 3248 115 3133
is_linear=0
shrinkage=0.0995203


Tree=8840
num_leaves=23
num_cat=0
split_feature=10 18 18 9 8 4 4 9 8 18 18 2 17 26 21 6 4 18 18 2 18 8
split_gain=0.028451 0.00716167 0.0344443 0.0410307 0.00129651 0.0018701 0.00343053 0.00214345 0.00112947 0.00112405 0.00113365 0.000785228 0.000804704 0.000624695 0.00079834 0.000610724 0.000560333 0.00055702 0.000521357 0.000472559 0.000428061 0.000837616
threshold=0.096215000000000023 -0.095799999999999982 -0.10726999999999999 0.085405000000000023 -0.010374999999999999 0.08544000000000003 0.094025000000000011 0.095415000000000014 -0.014854999999999998 -0.11533 -0.14624999999999996 -0.049174999999999996 -1.0000000180025095e-35 0.082850000000000021 0.11729000000000002 -0.52821499999999999 0.10649000000000002 -0.092584999999999987 -0.090899999999999995 -0.096664999999999987 -0.0047450000000000001 0.0065600000000000007
decision_type=2 2 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 8 11 -7 16 15 10 13 20 -13 19 -15 -3 -8 -17 -19 -1 -6 -22
right_child=-2 4 3 -5 5 6 7 -9 -10 -11 -12 12 -14 14 -16 17 -18 18 -20 -21 21 -23
leaf_value=0.00038961371155999568 0.0023825933562340936 -0.00037374457697775964 0.0042496112608042362 0.00011374002845187706 -0.00013256546218092148 0.00091778949854559805 -0.00023016170195096 0.00063081139970138592 -0.00051030184911183272 -0.00043087469685076539 0.00043232075238152322 -0.00054900737801041779 0 -0.00036997897159664805 8.4176766375521734e-05 -0.00030873394827538861 0.00010278068000853168 0.00030817635236675129 -1.330733046079578e-05 1.4851931932764407e-05 0.00048451588257010937 0
leaf_weight=49 53 48 46 50 78 69 82 64 48 48 73 51 52 79 70 62 126 51 2245 120 51 126
leaf_count=49 53 48 46 50 78 69 82 64 48 48 73 51 52 79 70 62 126 51 2245 120 51 126
internal_value=0 5.9654e-05 0.000396336 0.00210404 2.26617e-06 0.000122081 0.000289135 0.000126651 -3.15285e-05 2.10328e-05 7.86037e-05 -3.47534e-05 -0.000268072 -2.13111e-08 -0.000151123 -2.16367e-05 -2.45398e-05 -1.41219e-05 -5.80981e-06 0.000128355 5.62787e-05 0.000144123
internal_weight=0 3688 535 96 3153 699 341 272 2454 439 391 358 103 318 149 2406 208 2358 2296 169 255 177
internal_count=3741 3688 535 96 3153 699 341 272 2454 439 391 358 103 318 149 2406 208 2358 2296 169 255 177
is_linear=0
shrinkage=0.0995203


Tree=8841
num_leaves=21
num_cat=0
split_feature=22 18 18 9 8 20 18 18 8 0 21 5 9 26 8 22 9 9 0 18
split_gain=0.0257279 0.00620165 0.0291288 0.0315055 0.000987791 0.00107762 0.000952511 0.0011849 0.000951948 0.00083854 0.00238028 0.000784374 0.00194196 0.000623802 0.000510411 0.000438455 0.000990799 0.000534206 0.000899678 0.000722272
threshold=0.13264000000000004 -0.095799999999999982 -0.10726999999999999 0.085405000000000023 -0.010374999999999999 0.12149000000000003 -0.11533 -0.14624999999999996 -0.014854999999999998 -0.22163999999999998 0.084485000000000018 -0.49053999999999998 0.11296000000000002 0.095525000000000013 -0.07594999999999999 0.089225000000000013 0.084345000000000017 -0.087554999999999994 -0.113275 -0.092584999999999987
decision_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 9 7 13 15 10 -6 -11 -13 14 -1 17 -17 18 -3 -19
right_child=-2 4 3 -5 5 -7 -8 -9 -10 11 -12 12 -14 -15 -16 16 -18 19 -20 -21
leaf_value=-0.00020005726257031151 0.0023977912843645951 -0.00045976822975580276 0.0038206682635930338 0.00013815500554208022 -2.6538936961944618e-05 -0.00035449798145046572 -0.00038799397375962279 0.00044840210195016541 -0.00045043020354211717 0.00047878309414431646 0.00085322152071242656 0.00013403762321537792 -0.00040719233326626047 -0.00026848944010155119 0.0001457821287849323 4.9231691770137725e-05 -0.00054733427647543262 -0.00034169966130067529 0 1.4207732661303046e-05
leaf_weight=52 47 68 46 47 63 46 48 71 52 46 56 405 78 68 200 58 49 58 114 2069
leaf_count=52 47 68 46 47 63 46 48 71 52 46 56 405 78 68 200 58 49 58 114 2069
internal_value=0 5.39585e-05 0.000368333 0.00196842 8.06749e-07 0.000105953 2.74983e-05 8.05987e-05 -2.84285e-05 0.000139902 0.000380587 8.42122e-05 4.49391e-05 0 7.11699e-05 -1.90069e-05 -0.000216311 -9.50916e-06 -0.000173263 4.11781e-06
internal_weight=0 3694 532 93 3162 694 439 391 2468 648 119 529 483 320 252 2416 107 2309 182 2127
internal_count=3741 3694 532 93 3162 694 439 391 2468 648 119 529 483 320 252 2416 107 2309 182 2127
is_linear=0
shrinkage=0.0995203


Tree=8842
num_leaves=19
num_cat=0
split_feature=27 18 5 6 18 18 5 22 0 3 17 0 0 3 5 29 30 17
split_gain=0.0263508 0.00508798 0.0240058 0.0332016 0.00113531 0.00121601 0.000908317 0.000728531 0.00128412 0.00157589 0.000803391 0.000710325 0.000926163 0.000497245 0.000407293 0.000397969 0.000547648 5.79221e-05
threshold=0.11470500000000003 -0.095799999999999982 -0.0050400000000000002 -0.0092549999999999993 -0.110495 -0.14624999999999996 0.44834500000000005 0.09044000000000002 -0.22163999999999998 0.090905000000000027 -0.031185000000000001 -0.050494999999999991 -0.068604999999999985 0.10807500000000002 -0.079124999999999987 0.091190000000000021 0.095355000000000023 -0.43873000000000001
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 11 7 8 9 -3 -9 12 -4 -13 -12 16 -10 -7
right_child=-2 6 4 -5 -6 17 -8 10 15 -11 14 13 -14 -15 -16 -17 -18 -19
leaf_value=-6.5589116793428239e-05 0.0020775577497932538 0.00068947863346651578 1.786316934203885e-05 0.0036392423874230806 -0.00035327659416934228 0.00050347966465229981 0.00040821256196630793 -0.00054006174917726535 -1.7476603609034168e-05 -1.4750866633277017e-05 -0.00021432480072327661 -2.6106647740896419e-05 -0.00045435869398446617 0.00040569957296291765 0.00013236390500047813 -0.00026844147340099436 0.00028857486337734362 0.00027345273425351604
leaf_weight=48 64 58 117 47 70 46 51 52 2662 64 82 47 61 52 54 61 59 46
leaf_count=48 64 58 117 47 70 46 51 52 2662 64 82 47 61 52 54 61 59 46
internal_value=0 4.01994e-05 0.00032425 0.00175871 1.19659e-05 8.34716e-05 -7.80062e-06 -1.49272e-05 -2.35055e-06 0.000313337 -0.000204842 -1.78264e-05 -0.000139367 0.000192432 -7.06497e-05 -1.64888e-05 -1.05396e-05 0.000397365
internal_weight=0 3677 534 95 439 369 3143 3092 2904 122 188 277 178 99 136 2782 2721 92
internal_count=3741 3677 534 95 439 369 3143 3092 2904 122 188 277 178 99 136 2782 2721 92
is_linear=0
shrinkage=0.0995203


Tree=8843
num_leaves=26
num_cat=0
split_feature=10 26 26 18 0 26 5 5 20 2 3 21 21 2 2 9 26 1 3 20 6 17 18 1 6
split_gain=0.0229212 0.00376219 0.0392392 0.00097416 0.00150469 0.00160318 0.00139068 0.00118341 0.00106421 0.000940057 0.002033 0.00109726 0.00192117 0.00121932 0.0031961 0.000996321 0.000928374 0.000672045 0.000628512 0.000553386 0.000522768 0.00130534 0.000719692 0.00133148 0.000740268
threshold=0.096215000000000023 0.082850000000000021 0.047170000000000011 -0.086064999999999989 -0.085474999999999982 0.085235000000000019 -0.0089549999999999994 -0.0018599999999999999 -0.078725000000000003 0.12875500000000004 0.11426500000000002 0.091135000000000022 0.094920000000000018 0.08666500000000002 0.097285000000000024 0.088710000000000025 -0.231015 0.42266000000000009 0.14530500000000005 -0.058504999999999995 0.11816500000000002 0.40827500000000011 -0.011569999999999999 -0.083284999999999984 0.098855000000000012
decision_type=2 2 2 2 2 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 -6 -8 -9 11 -11 13 -13 16 -15 -14 -1 19 20 -12 22 -22 23 -5 -24
right_child=-2 3 -4 18 6 -7 7 8 -10 10 17 12 15 14 -16 -17 -18 -19 -20 -21 21 -23 24 -25 -26
leaf_value=0.00049762994490848205 0.0021229791716270148 -0.00088245949072767382 0.002237997462462804 -0.00013536575413392244 0.0004294242091024492 -8.4635252217866471e-05 -0.00054778887677024756 -0.00048907924161579542 3.566284104928726e-05 -0.0006158506481016311 0.00016055747936761697 -0.00054652831705136737 -0.00012940092142586112 0.00089368059058470928 2.6908009885234887e-05 0.00023348426204976565 2.8736834096172489e-05 0.00035953507846634195 0.00034653884344074847 -0.00026353406901064426 0.00010533618580931383 -0.00062075482993443243 -2.9216480945023044e-05 0.00019581045030610082 -0.00036357679229571694
leaf_weight=46 53 54 85 175 47 51 60 46 217 66 50 68 159 70 111 140 529 46 48 73 48 47 1010 371 71
leaf_count=46 53 54 85 175 47 51 60 46 217 66 50 68 159 70 111 140 529 46 48 73 48 47 1010 371 71
internal_value=0 3.80246e-05 0.000163517 -4.22722e-05 -0.000168908 -0.000502742 -7.19584e-05 -0.000147449 -5.30046e-05 3.30677e-05 -0.000146804 7.14369e-05 -6.82586e-05 0.000140335 0.000366647 3.7774e-05 6.7672e-05 3.15297e-05 -7.82566e-06 -8.44836e-05 -1.81788e-05 -0.000245271 -4.41584e-06 8.81649e-05 -5.19345e-05
internal_weight=0 3688 1443 2245 475 105 370 323 263 1358 235 1123 367 756 181 299 575 169 1770 123 1722 95 1627 546 1081
internal_count=3741 3688 1443 2245 475 105 370 323 263 1358 235 1123 367 756 181 299 575 169 1770 123 1722 95 1627 546 1081
is_linear=0
shrinkage=0.0995203


Tree=8844
num_leaves=13
num_cat=0
split_feature=1 2 10 3 2 2 26 6 17 9 2 8
split_gain=0.0113644 0.00109454 0.00108344 0.000860157 0.00174339 0.00162808 0.00117063 0.00111099 0.0014705 0.00108175 0.00955237 0.00245719
threshold=-0.55579999999999996 -0.241895 0.090150000000000022 0.097880000000000023 0.094050000000000022 0.10003000000000002 -0.236315 0.11816500000000002 0.40827500000000011 0.11408000000000003 -0.049174999999999996 0.095620000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 -5 8 -3 11 -11 -8
right_child=1 2 -4 6 5 -7 9 -9 -10 10 -12 -13
leaf_value=-0.0015214441514171454 0.00041405931698653629 -3.3448106483598295e-05 -0.00037785768149225607 0.00053559451597499799 -0.00082078047143910456 -8.0995804101425222e-05 4.1538974248538303e-05 -0.00045430161502636599 0.00031299861507753707 0.00033173830056071763 -0.0012717926571465265 0.00078784318730236176
leaf_weight=50 59 1998 81 49 54 71 970 58 129 110 55 46
leaf_count=50 59 1998 81 49 54 71 970 58 129 110 55 46
internal_value=0 -1.05741e-05 -1.77191e-05 -9.24743e-06 -4.52433e-05 -0.000407132 5.76891e-05 -2.41657e-05 -1.20516e-05 3.71675e-05 -0.000197811 7.61341e-05
internal_weight=0 3680 3621 3540 2310 125 1230 2185 2127 1181 165 1016
internal_count=3730 3680 3621 3540 2310 125 1230 2185 2127 1181 165 1016
is_linear=0
shrinkage=0.0995203


Tree=8845
num_leaves=11
num_cat=0
split_feature=1 0 17 6 2 10 17 6 21 6
split_gain=0.00921479 0.00107442 0.00124961 0.000861268 0.000754277 0.000720622 0.000625285 0.00110812 0.000618824 0.00128496
threshold=-0.55579999999999996 -0.1525 -0.065699999999999995 0.18123500000000006 -0.241895 0.090150000000000022 0.51775000000000015 0.13225500000000004 0.084485000000000018 -0.049814999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 -6 9 -4
right_child=1 3 8 -5 5 -7 -8 -9 -10 -11
leaf_value=-0.001370029692996633 -0.00052565307335378415 0.00035811671353667041 -0.00051803003741379889 0.00033817307914314217 5.3903085478408639e-07 -0.00032761264946299653 0.00025987591609799343 -0.00042766194780947177 0.00014058025019586331 5.1877594106014965e-05
leaf_weight=50 80 57 67 76 3006 68 89 61 87 89
leaf_count=50 80 57 67 76 3006 68 89 61 87 89
internal_value=0 -9.49967e-06 -0.000182954 6.94569e-06 -4.7725e-07 -7.07108e-06 0 -7.71061e-06 -6.67621e-05 -0.000187643
internal_weight=0 3680 323 3357 3281 3224 3156 3067 243 156
internal_count=3730 3680 323 3357 3281 3224 3156 3067 243 156
is_linear=0
shrinkage=0.0995203


Tree=8846
num_leaves=15
num_cat=0
split_feature=17 2 2 18 8 26 18 18 26 18 17 4 8 2
split_gain=0.00884232 0.000663809 0.000755507 0.0016237 0.000703431 0.000642448 0.000627388 0.00272609 0.0010104 0.000547696 0.000573364 0.000389526 0.000526269 0.000192538
threshold=-0.57205499999999987 -0.241895 -0.10934999999999999 -0.060544999999999995 0.085560000000000011 -0.23202999999999999 0.087810000000000013 0.089505000000000015 0.11991000000000003 0.084900000000000017 0.51775000000000015 0.10722500000000003 0.097995000000000013 -0.154305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 9 -8 -9 10 -4 12 13 -5
right_child=1 2 4 11 5 -7 7 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.0013138904980269101 0.00032393689346027352 -0.00055813565558998916 -1.2928329422571137e-06 0.00015431359411008581 -1.7182336213071888e-05 0.00042404282827451079 -0.00076307329854115216 1.4382143712544246e-05 -0.00033441668634144839 0.00027768704246082602 0.00027276988047563101 0.00017023446239846713 -0.00039621043758652211 -0.00011283743434553942
leaf_weight=52 59 77 2300 48 53 73 55 589 95 77 78 68 46 60
leaf_count=52 59 77 2300 48 53 73 55 589 95 77 78 68 46 60
internal_value=0 -6.68764e-06 -1.2304e-05 -0.000163844 1.09721e-06 0.000231951 -7.75344e-06 -8.83188e-05 -3.28653e-05 1.61648e-05 7.35236e-06 -2.33978e-05 -0.000114214 0
internal_weight=0 3678 3619 299 3320 126 3194 739 684 2455 2378 222 154 108
internal_count=3730 3678 3619 299 3320 126 3194 739 684 2455 2378 222 154 108
is_linear=0
shrinkage=0.0995203


Tree=8847
num_leaves=11
num_cat=0
split_feature=1 2 23 27 2 23 21 27 9 1
split_gain=0.00718707 0.000620438 0.000478101 0.000421469 0.000509932 0.000657774 0.00073302 0.000582453 0.000238979 0.000173537
threshold=-0.55579999999999996 -0.241895 0.086650000000000019 -0.032854999999999995 -0.112555 -0.063684999999999992 -0.10962999999999999 0.078745000000000023 0.098465000000000011 -0.0084199999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 -6 -7 8 -5 -9
right_child=1 2 -4 4 5 6 -8 9 -10 -11
leaf_value=-0.0012078627676799358 0.00031332916206077267 0.00020937533335045554 -0.00027149169753897201 -0.00034939275105927588 -0.00034523640720018141 0.00039514882419916416 -6.2484129921585558e-07 0.00016865406738538288 -9.1652046931235546e-05 -8.7136962931101244e-05
leaf_weight=50 59 87 69 106 54 47 3088 54 69 47
leaf_count=50 59 87 69 106 54 47 3088 54 69 47
internal_value=0 -6.30367e-06 -1.17378e-05 -6.46143e-06 -1.2117e-05 -6.27243e-07 5.04749e-06 -0.000141907 -0.000252447 4.15174e-05
internal_weight=0 3680 3621 3552 3465 3189 3135 276 175 101
internal_count=3730 3680 3621 3552 3465 3189 3135 276 175 101
is_linear=0
shrinkage=0.0995203


Tree=8848
num_leaves=21
num_cat=0
split_feature=18 18 18 8 8 6 5 0 9 7 17 5 3 11 1 8 26 2 27 6
split_gain=0.00946234 0.0035974 0.0243201 0.00256252 0.0140657 0.00107911 0.0012236 0.000864805 0.00096347 0.00351017 0.0021652 0.000935873 0.000884264 0.000704798 0.00126741 0.00072811 0.000607141 0.000624615 0.000463369 0.000493382
threshold=0.26473000000000008 -0.095364999999999991 -0.098315 -0.10337499999999999 -0.11257499999999999 0.089315000000000019 0.0043900000000000015 -0.087614999999999985 0.11408000000000003 0.054685000000000004 0.021725000000000005 -0.082635 0.081685000000000021 -0.086029999999999995 0.41379000000000005 -0.51030999999999993 -0.054024999999999997 -0.076254999999999989 0.086250000000000021 -0.23044000000000001
decision_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 13 6 -1 12 9 11 -10 -9 -5 -3 15 -15 -8 -18 19 -14
right_child=-2 3 -4 7 -6 -7 16 8 10 -11 -12 -13 18 14 -16 -17 17 -19 -20 -21
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leaf_weight=83 73 51 47 70 50 67 75 277 74 47 57 1310 61 53 65 189 149 135 72 721
leaf_count=83 73 51 47 70 50 67 75 277 74 47 57 1310 61 53 65 189 149 135 72 721
internal_value=0 -1.46879e-05 -0.000247918 2.69192e-05 0.000259383 -4.62692e-05 -0.000104091 -8.0479e-06 3.24513e-05 5.3676e-05 -0.000226042 2.80413e-05 -8.62943e-05 3.86684e-05 -1.56925e-05 8.63216e-05 -2.20677e-05 -9.06466e-05 -0.000114827 -0.000137567
internal_weight=0 3653 556 3097 408 509 442 2689 1765 1634 131 1587 924 358 307 242 359 284 854 782
internal_count=3726 3653 556 3097 408 509 442 2689 1765 1634 131 1587 924 358 307 242 359 284 854 782
is_linear=0
shrinkage=0.0995203


Tree=8849
num_leaves=24
num_cat=0
split_feature=18 18 18 1 1 1 9 9 6 17 2 2 2 4 3 3 21 9 6 9 3 26 9
split_gain=0.00767114 0.00291561 0.0197226 0.00188026 0.0171007 0.00149206 0.000900198 0.000979533 0.000874835 0.000861607 0.000827781 0.00116678 0.00097845 0.000674406 0.000598389 0.00178341 0.000695682 0.00052911 0.000699809 0.000501512 0.000470779 0.000705091 0.000657306
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decision_type=2 2 2 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 -3 7 -7 9 17 11 20 -12 -11 15 -14 -16 18 -1 -19 22 -22 -5
right_child=-2 3 -4 10 -6 6 -8 -9 -10 13 12 -13 14 -15 16 -17 -18 19 -20 -21 21 -23 -24
leaf_value=0.00046644168887601515 0.0010171384261707 0.00046866974465571476 -0.0021740339410623831 -7.6646629213787679e-05 0.0014399806998512427 -1.0460574354791219e-05 -0.0003768575466719728 0.00044490134614310521 0.00029082177264049621 -0.00051048642607724845 -0.00039633821131200217 0.00053643155383649454 -5.3885604968137749e-05 -3.1921008644425258e-05 3.5920677387579517e-06 -0.00071791661440030752 -0.00026822517827343397 -0.00032438325487884776 -6.1181984773030099e-05 1.718313767687244e-06 0.00025842734790520018 -0.0001798885877396135 0.00040206533552867934
leaf_weight=47 73 68 47 48 90 997 63 49 67 73 88 51 203 55 1029 51 102 64 48 155 47 149 62
leaf_count=47 73 68 47 48 90 997 63 49 67 73 88 51 203 55 1029 51 102 64 48 155 47 149 62
internal_value=0 -1.31146e-05 -0.000223098 2.43191e-05 0.000117677 1.58708e-05 -1.11551e-05 1.00883e-05 -4.13444e-05 -9.35475e-05 -3.98699e-05 9.50973e-05 -7.31367e-05 -0.000311248 -5.20101e-05 -0.000190438 -2.01982e-05 -2.19597e-06 0.000191236 -8.98428e-05 1.88663e-05 -7.06055e-05 0.000185731
internal_weight=0 3653 556 3097 1267 1177 1109 1046 509 442 1830 357 1473 128 1385 254 1131 314 95 219 306 196 110
internal_count=3726 3653 556 3097 1267 1177 1109 1046 509 442 1830 357 1473 128 1385 254 1131 314 95 219 306 196 110
is_linear=0
shrinkage=0.0995203


Tree=8850
num_leaves=23
num_cat=0
split_feature=8 8 3 17 10 2 26 3 8 9 26 2 8 11 2 5 17 9 5 17 0 17
split_gain=0.00519192 0.0398181 0.00119918 0.0174385 0.00074146 0.000889471 0.000755239 0.000851701 0.000740364 0.00111212 0.00074519 0.000695375 0.00241882 0.000680173 0.000643388 0.000593857 0.000892116 0.000827656 0.000504037 0.000470449 0.000263788 0.000150113
threshold=-0.10337499999999999 -0.11187999999999999 0.08400500000000001 0.052150000000000009 0.086165000000000019 -0.086304999999999993 -0.22971 0.15537500000000004 -0.085605000000000001 0.083760000000000015 -0.230515 -0.085804999999999992 -0.085165000000000005 -0.15511999999999998 -0.082174999999999984 -0.11930499999999999 -0.059294999999999994 -0.087554999999999994 -0.011764999999999999 0.011640000000000003 -0.13955999999999999 -0.11491499999999999
decision_type=2 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 11 5 8 -7 14 -4 -10 -11 12 -2 -1 -8 17 21 -15 -13 -18 -19 -17
right_child=2 -3 4 -5 -6 6 7 -9 9 10 -12 18 -14 15 -16 16 19 20 -20 -21 -22 -23
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leaf_weight=46 46 47 75 57 83 58 529 48 48 52 393 88 64 57 1644 57 46 57 79 47 57 48
leaf_count=46 46 47 75 57 83 58 529 48 48 52 393 88 64 57 1644 57 46 57 79 47 57 48
internal_value=0 0.000318546 -3.78705e-05 -0.000216749 -1.72002e-05 -8.35655e-06 -3.63928e-05 -4.59729e-05 0.000102693 5.6433e-05 0.000106975 0.000106668 0.000301396 5.64405e-06 -3.64042e-05 -3.73316e-05 7.71493e-05 -0.000174676 -1.66944e-05 0.000304092 -1.24285e-05 -0.000116061
internal_weight=0 462 3264 334 2930 2847 2279 2221 568 493 445 277 110 415 2173 369 198 171 167 93 114 105
internal_count=3726 462 3264 334 2930 2847 2279 2221 568 493 445 277 110 415 2173 369 198 171 167 93 114 105
is_linear=0
shrinkage=0.0995203


Tree=8851
num_leaves=28
num_cat=0
split_feature=18 18 18 9 9 3 0 2 26 2 17 0 2 26 6 26 4 18 2 9 9 3 12 4 21 17 18
split_gain=0.00609651 0.00237718 0.0159971 0.00123626 0.00527752 0.0194909 0.000978657 0.00110326 0.00128309 0.000977281 0.00186493 0.000903665 0.000898242 0.000750502 0.000913594 0.000749945 0.00147512 0.00183323 0.000875925 0.000734612 0.00147998 0.00129923 0.000734012 0.000741889 0.000756689 0.000429835 0.000420943
threshold=0.26473000000000008 -0.095364999999999991 -0.098315 0.084290000000000018 0.081095000000000014 0.08708500000000001 -0.088084999999999983 -0.067815 0.10439000000000002 -0.08569499999999998 -0.011809999999999999 -0.086589999999999986 -0.079739999999999991 -0.057034999999999995 -0.052844999999999996 0.084355000000000027 0.085990000000000025 -0.14734 -0.083254999999999982 0.09143500000000003 0.09227500000000001 0.092300000000000021 -0.008564999999999998 0.13954000000000003 0.085470000000000018 -0.467555 0.0020050000000000003
decision_type=2 2 2 2 2 2 2 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 4 22 9 7 8 12 10 -6 26 -5 14 -1 16 17 -15 -17 21 -21 -13 -3 24 -24 -20 -8
right_child=-2 3 -4 6 5 -7 11 -9 -10 -11 -12 19 -14 15 -16 18 -18 -19 25 20 -22 -23 23 -25 -26 -27 -28
leaf_value=-0.00014258772819309714 0.00090609314720571275 0.00029197084113876195 -0.0019590537835940986 -0.00021106499424100879 0.00019500205616038721 0.0023376216949241727 0.00052049035266289539 0.00019572247273151 -0.00062520164253279924 0.0004161484223946398 -0.00058194901783453822 -2.4426195653003781e-05 0.00013319383455539664 -5.4362372904019714e-05 0.00041172723942105055 0.00034906680530653959 5.1455924492063762e-05 -0.00093994723315395004 -0.00028102083220670816 0.00050724009484993601 1.9494141964705186e-05 -0.00045365598338078091 9.0038198064271385e-05 -0.00032693443405348453 -0.00011938873661385706 4.2369138711167058e-05 8.1510221085796559e-05
leaf_weight=48 73 73 47 320 86 47 49 82 61 57 47 595 95 47 70 58 79 50 73 69 620 80 377 79 312 84 48
leaf_count=48 73 73 47 320 86 47 49 82 61 57 47 595 95 47 70 58 79 50 73 69 620 80 377 79 312 84 48
internal_value=0 -1.23548e-05 -0.000201971 2.14225e-05 0.000107613 0.000522472 -2.41918e-05 -0.000136482 -0.00019543 6.91528e-05 -7.34046e-05 1.81349e-05 -0.000130286 -3.81173e-05 0.000179306 -0.000105827 -0.000258451 -0.000519289 1.5304e-05 -2.14186e-06 6.95277e-05 -7.65107e-05 -8.32367e-06 -3.79332e-05 -3.60851e-06 -0.000102783 0.000311703
internal_weight=0 3653 556 3097 1078 237 2019 558 476 190 133 1461 415 509 118 391 176 97 215 1364 689 675 841 768 689 157 97
internal_count=3726 3653 556 3097 1078 237 2019 558 476 190 133 1461 415 509 118 391 176 97 215 1364 689 675 841 768 689 157 97
is_linear=0
shrinkage=0.0995203


Tree=8852
num_leaves=11
num_cat=0
split_feature=19 3 26 10 36 26 9 20 18 2
split_gain=0.00675391 0.00434056 0.016403 0.00109316 0.000975302 0.000914658 0.0017017 0.000668213 0.000698989 0.000372233
threshold=0.14071500000000006 0.079570000000000016 0.0054200000000000012 0.090150000000000022 0.088355000000000031 -0.23202999999999999 0.13087500000000005 -0.24910499999999999 0.22074500000000005 -0.032624999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 9 -3 7 -7 -9 -1
right_child=-2 3 -4 -5 -6 6 -8 8 -10 -11
leaf_value=3.3586955841784046e-05 0.0012316417690767538 -0.00032660724588515357 0.0021170597256112613 -0.00040542652873559103 0.0002880711708724504 0.00032213369000869081 0.00052244013171786913 -2.7329467357644154e-06 -0.00031055540079950747 -0.00032007156328884971
leaf_weight=47 46 84 46 68 81 61 62 3115 75 65
leaf_count=47 46 84 46 68 81 61 62 3115 75 65
internal_value=0 1.77933e-05 0.00042808 -1.02701e-05 2.12834e-05 -2.11903e-06 5.86117e-06 -3.73874e-06 -1.02268e-05 -0.000164352
internal_weight=0 3704 239 3465 193 3397 3313 3251 3190 112
internal_count=3750 3704 239 3465 193 3397 3313 3251 3190 112
is_linear=0
shrinkage=0.0995203


Tree=8853
num_leaves=10
num_cat=0
split_feature=28 17 2 6 10 6 8 8 3
split_gain=0.0120873 0.00364037 0.00846299 0.00124179 0.000923496 0.000755894 0.000711234 0.00117118 0.00113795
threshold=0.083225000000000021 0.51544000000000012 -0.079555000000000001 0.18123500000000006 0.090150000000000022 0.12241500000000002 0.10649000000000002 0.085560000000000011 0.10792500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 -1 -8
right_child=-2 2 -4 -5 -6 -7 8 -9 -10
leaf_value=-8.4894041489948434e-06 0.0013645789557772891 0.0015238050323390761 -0.00010828803646664365 0.00035534641842302483 -0.00036189511076210082 -0.00031354840824755997 2.8953408707759324e-06 0.00034267867023781985 -0.00057952512744044676
leaf_weight=3076 66 51 80 88 78 82 77 97 55
leaf_count=3076 66 51 80 88 78 82 77 97 55
internal_value=0 5.48887e-06 0.000520858 -1.32825e-05 -2.28808e-05 -1.48319e-05 -7.17274e-06 1.98797e-06 -0.000233578
internal_weight=0 3684 131 3553 3465 3387 3305 3173 132
internal_count=3750 3684 131 3553 3465 3387 3305 3173 132
is_linear=0
shrinkage=0.0995203


Tree=8854
num_leaves=13
num_cat=0
split_feature=3 18 17 26 10 26 9 7 4 3 9 4
split_gain=0.00327344 0.01659 0.00296848 0.00787438 0.000774392 0.000787572 0.00140807 0.000516126 0.000561886 0.000466016 0.000433395 0.000821847
threshold=0.079570000000000016 -0.026374999999999999 0.51544000000000012 0.089545000000000027 0.090150000000000022 -0.23202999999999999 0.13087500000000005 0.058975000000000007 0.10495500000000003 0.09482500000000002 0.10341500000000002 0.11541000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2 7 8 -7 -9 11 -3
right_child=2 10 3 -5 -6 6 -8 9 -10 -11 -12 -13
leaf_value=0.0020816057265084457 -0.00030576939817453014 -0.00014968649614364025 -0.00013395314303837579 0.0014502032115918594 -0.00035082715380994927 -1.8316429717051773e-05 0.0004508577486295958 -4.5591219202928769e-05 0.00011115963224306592 -0.00046366880560676558 -0.00027647413033899705 0.0003237118775468715
leaf_weight=46 86 77 80 50 67 2662 67 74 379 46 49 67
leaf_count=46 86 77 80 50 67 2662 67 74 379 46 49 67
internal_value=0 0.000383058 2.16291e-06 0.000469041 -1.55465e-05 -8.52103e-06 -3.48166e-07 -1.01708e-05 -1.91062e-06 -0.000212676 -1.75358e-05 6.48904e-05
internal_weight=0 239 3511 130 3381 3314 3228 3161 3041 120 193 144
internal_count=3750 239 3511 130 3381 3314 3228 3161 3041 120 193 144
is_linear=0
shrinkage=0.0995203


Tree=8855
num_leaves=14
num_cat=0
split_feature=19 3 4 6 7 26 30 8 9 21 26 6 29
split_gain=0.00509499 0.00295354 0.016144 0.000736334 0.000657252 0.000651978 0.00157856 0.000541978 0.000437213 0.000288802 0.000671919 0.000704178 0.000403613
threshold=0.14071500000000006 0.082595000000000016 0.075700000000000031 0.18123500000000006 0.058975000000000007 -0.23202999999999999 0.10128000000000002 -0.084514999999999993 1.0000000180025095e-35 0.084095000000000017 -0.019129999999999998 -0.043894999999999997 -0.082294999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 -7 -6 10 12 -12 -4
right_child=-2 3 9 -5 8 6 -8 -9 -10 -11 11 -13 -14
leaf_value=0.0019830202515425132 0.0010650369536744592 -0.00028680343691366619 -8.3990757877572169e-05 0.00027470785806985596 -0.00049573459551194353 -7.2862857188985572e-05 0.00049390657824182412 1.40368845212375e-05 -7.6951167025712694e-05 0.00019282173738252137 -0.00051794408239887169 0 0.00030481110028269512
leaf_weight=48 46 85 48 84 47 1109 61 1951 64 56 49 49 53
leaf_count=48 46 85 48 84 47 1109 61 1951 64 56 49 49 53
internal_value=0 1.07664e-05 0.000308632 -1.55301e-05 -2.31269e-05 -1.46133e-05 -6.93796e-06 -1.71896e-05 -0.000261649 -3.33756e-06 -6.26519e-05 -0.00025093 0.000111929
internal_weight=0 3704 303 3401 3317 3206 3121 3060 111 255 199 98 101
internal_count=3750 3704 303 3401 3317 3206 3121 3060 111 255 199 98 101
is_linear=0
shrinkage=0.0995203


Tree=8856
num_leaves=30
num_cat=0
split_feature=0 0 8 0 19 0 0 17 3 20 9 3 3 3 9 9 3 0 0 6 20 3 0 9 19 6 0 21 6
split_gain=0.0020096 0.00722293 0.00904484 0.0017949 0.00171817 0.00132457 0.011421 0.00163526 0.00197286 0.00120204 0.00135821 0.000919115 0.00238106 0.00220765 0.00189836 0.000997989 0.000862392 0.00104125 0.000823039 0.000745966 0.000867104 0.00143246 0.00238418 0.0016133 0.00049032 0.000486631 0.000570602 0.00151952 0.000395014
threshold=-0.085754999999999984 -0.086589999999999986 -0.085764999999999994 -0.087084999999999982 0.13705000000000003 -0.080434999999999993 -0.08076499999999999 -0.14384499999999997 0.088475000000000012 -0.085204999999999989 0.084155000000000021 0.092200000000000018 0.094285000000000022 0.090435000000000029 0.091615000000000016 0.09296500000000002 0.09742000000000002 -0.068604999999999985 -0.073464999999999989 -0.03252 -0.093704999999999997 0.084505000000000011 -0.089674999999999991 0.083835000000000021 0.075380000000000016 -0.045589999999999999 -0.15468499999999999 0.090285000000000018 -0.095554999999999987
decision_type=2 2 2 2 2 2 2 2 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 19 5 6 7 8 -2 -9 -11 13 15 14 24 -13 18 -18 -14 25 -21 23 -23 -22 -7 26 27 -1 -28
right_child=4 2 -4 -5 -6 11 -8 9 -10 10 -12 12 16 -15 -16 -17 17 -19 -20 20 21 22 -24 -25 -26 -27 28 -29 -30
leaf_value=-0.00043025232210600116 0.00082391487734450241 -0.0016708574955481888 0.00011732645007178145 0.00054582696949449956 -0.00046994236712050603 -0.00016301053714376073 0.001647673176586283 0.00037278374457467352 -8.3163536655365417e-06 -0.00058529709535479462 -1.7610174136304625e-05 0.00016410529523062109 -0.00043049928105331944 -0.00055810295215654338 0.0005534020911176587 0.0008262589281653604 0.00023887636597061946 -2.4343167106320701e-05 4.3340656450593464e-05 0.00015243734328969049 -0.00021874417404878639 -0.00020945741902341411 -0.00096338643583498485 0.00050751006170067622 0.00017555349996453243 0.00028658559807237511 6.4770078177671373e-05 0.00013271494933846217 -8.7258009586046892e-05
leaf_weight=111 55 63 49 48 64 246 48 67 54 47 407 47 82 91 51 51 199 575 60 65 88 202 54 46 49 48 422 80 282
leaf_count=111 55 63 49 48 64 246 48 67 54 47 407 47 82 91 51 51 199 575 60 65 88 202 54 46 49 48 422 80 282
internal_value=0 -0.000110825 -0.000881218 -5.05881e-05 3.68477e-05 5.24668e-05 0.00016731 5.3221e-05 0.000404107 -1.86177e-05 -7.81827e-05 -6.31072e-07 5.07982e-05 -0.000121839 -4.73319e-06 0.000517049 2.17681e-08 4.22745e-05 -0.00022452 -7.16515e-05 -0.000176547 -0.000233477 -0.000371687 2.44579e-05 -0.000103999 -2.0171e-05 -3.75374e-05 -0.000190169 2.70964e-06
internal_weight=0 1558 112 1446 2193 2129 678 630 109 521 454 1451 1014 437 346 98 916 774 142 1398 455 390 256 134 295 943 895 191 704
internal_count=3751 1558 112 1446 2193 2129 678 630 109 521 454 1451 1014 437 346 98 916 774 142 1398 455 390 256 134 295 943 895 191 704
is_linear=0
shrinkage=0.0995203


Tree=8857
num_leaves=26
num_cat=0
split_feature=1 1 1 5 9 19 9 1 17 9 1 9 1 5 17 5 26 26 26 9 2 2 26 18 5
split_gain=0.00168774 0.0130877 0.00338804 0.0105498 0.00111704 0.00076077 0.000941552 0.00149922 0.00359655 0.00190066 0.00170974 0.000853285 0.00249476 0.000802324 0.00114026 0.000697923 0.000651465 0.00103356 0.000882621 0.000647265 0.000645883 0.000654503 0.000515051 0.000428319 0.000258113
threshold=-0.084759999999999988 -0.083284999999999984 -0.088694999999999982 -0.0018599999999999999 0.084565000000000015 0.13881500000000005 0.08938500000000002 -0.077429999999999985 -0.036600000000000001 0.089935000000000029 -0.073104999999999989 0.088365000000000013 -0.022844999999999997 0.26676500000000009 -0.24445500000000001 0.26760500000000004 0.086835000000000009 0.088165000000000021 0.084585000000000021 0.095415000000000014 -0.085944999999999994 -0.097424999999999998 -0.083385000000000001 -0.117225 -0.012704999999999999
decision_type=2 2 2 2 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 15 4 -4 6 11 8 -8 -9 -11 13 -13 14 -3 16 18 -18 22 23 21 -19 -1 -17 -24
right_child=1 5 3 -5 -6 -7 7 9 -10 10 -12 12 -14 -15 -16 19 17 20 -20 -21 -22 -23 24 -25 -26
leaf_value=0.00026752807566503181 -0.0014565117196706607 -0.00044064318229091208 0.00031092885597022534 0.0017274680932034949 -0.00026754277351734486 -0.00041666698261927257 -0.00024321047861698898 0.0005725564132018705 0.00084585036616221317 -0.00049040028921822098 1.3316365134131554e-05 -0.00087521469868693939 2.3398642029153866e-05 0.00034560141349383115 -3.990059827954626e-05 -8.7044842017719982e-05 -0.00048686845244289641 7.9418655266859318e-05 0.00049737439110857865 9.1941132657273993e-05 0.00022800974550179045 -0.00040248558251956899 -0.00020653340362986741 -0.00048327825294845945 4.8582098797981389e-05
leaf_weight=87 65 75 65 49 67 49 51 56 70 72 885 49 77 49 1315 57 47 60 59 58 91 49 55 64 130
leaf_count=87 65 75 65 49 67 49 51 56 70 72 885 49 77 49 1315 57 47 60 59 58 91 49 55 64 130
internal_value=0 -6.05156e-05 9.34719e-05 0.000480282 1.1109e-05 -2.71974e-05 -1.98233e-05 4.88052e-05 0.000380059 8.42974e-06 -2.37254e-05 -7.00747e-05 -0.000319565 -4.76602e-05 -6.21124e-05 0 5.41598e-05 -6.58786e-05 0.000146209 -0.00017072 2.8961e-05 -0.000129707 6.70268e-05 -0.000303388 -2.28381e-05
internal_weight=0 2813 938 181 132 2748 2699 1134 121 1013 957 1565 126 1439 1390 757 578 247 331 179 200 109 272 121 185
internal_count=3751 2813 938 181 132 2748 2699 1134 121 1013 957 1565 126 1439 1390 757 578 247 331 179 200 109 272 121 185
is_linear=0
shrinkage=0.0995203


Tree=8858
num_leaves=25
num_cat=0
split_feature=6 6 3 6 0 26 19 6 4 9 2 3 9 26 9 5 5 24 17 5 0 2 26 0
split_gain=0.00157896 0.00923336 0.00881349 0.00327959 0.00927923 0.00111323 0.000868178 0.000645931 0.000510323 0.00123798 0.000910909 0.000636973 0.000958061 0.000447146 0.000658453 0.00103667 0.00125242 0.000819592 0.000943124 0.000683433 0.000607583 0.000944524 0.000689276 0.00065528
threshold=0.091025000000000023 0.09278500000000002 0.08895500000000002 0.088750000000000023 -0.085684999999999997 0.08919500000000001 0.14061500000000002 0.090085000000000012 0.09939000000000002 0.083760000000000015 -0.097424999999999998 0.088845000000000021 0.09007500000000003 -0.042444999999999997 0.084515000000000021 0.51100000000000012 0.40898000000000007 0.084270000000000025 0.12374500000000002 0.51935500000000012 -0.059114999999999994 -0.032624999999999994 -0.2382 -0.093765000000000001
decision_type=2 2 2 2 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 -6 13 -7 9 -3 -11 -12 -13 20 17 16 -16 18 -15 -17 22 -22 -1 -24
right_child=1 8 -4 4 5 7 -8 -9 -10 10 11 12 -14 14 15 19 -18 -19 -20 -21 21 -23 23 -25
leaf_value=-0.00032302044140076623 0.00201282335733983 -0.00052855302545667796 0.00012080358606425634 -0.0016480066771660928 0.0002532621370254553 -2.34733615151935e-05 -0.00045289580049931509 -0.00054771613452758651 0.00024251830214710445 0.00039815165554801351 -0.00039239231166379143 0.0003749980542484255 -6.7157880658187699e-05 -9.4003868826947508e-05 1.4877347494017358e-05 -0.00054075328156810514 0.00046947531889951532 0.00029061628544596585 -0.0005072878378838627 -6.1829425591181526e-05 0.00046613630253436998 -7.6851772863964992e-06 0.00019707855862950252 -8.081350180544446e-05
leaf_weight=57 46 50 54 48 63 53 46 47 63 49 49 55 405 811 1058 51 64 49 60 81 81 79 161 171
leaf_count=57 46 50 54 48 63 53 46 47 63 49 49 55 405 811 1058 51 64 49 60 81 81 79 161 171
internal_value=0 0.000106992 0.000999319 -5.26273e-05 -0.000431063 -6.76763e-05 -2.34945e-05 -0.000278054 -2.47723e-05 -5.3815e-05 -9.8086e-06 -5.06901e-05 -1.25118e-05 -1.594e-05 -3.64463e-05 9.87354e-06 4.15377e-05 -0.000100472 -0.000123413 -0.00025307 6.37724e-05 0.000227071 -1.28955e-06 5.14817e-05
internal_weight=0 771 100 2980 211 163 2769 100 671 608 558 509 460 2723 2174 1254 1122 920 871 132 549 160 389 332
internal_count=3751 771 100 2980 211 163 2769 100 671 608 558 509 460 2723 2174 1254 1122 920 871 132 549 160 389 332
is_linear=0
shrinkage=0.0995203


Tree=8859
num_leaves=28
num_cat=0
split_feature=0 0 18 0 0 8 9 9 9 9 17 5 0 4 4 5 1 1 4 4 21 21 1 4 17 17 17
split_gain=0.00139741 0.00523405 0.00931795 0.00150418 0.00112416 0.00144201 0.00128273 0.0204822 0.000924875 0.000925585 0.000883045 0.000775205 0.000632629 0.000567364 0.000928835 0.000862416 0.00103814 0.000636813 0.00040404 0.000310948 0.000292123 0.000853358 0.000731179 0.000521771 0.000398705 0.000789903 0.000267083
threshold=-0.085754999999999984 -0.086589999999999986 -0.011569999999999999 -0.087084999999999982 -0.084964999999999999 -0.085289999999999991 0.087495000000000031 0.087885000000000019 0.088995000000000019 0.08951000000000002 -0.05543 0.51100000000000012 -0.087724999999999984 0.086545000000000025 0.079225000000000018 -0.021739999999999999 -0.008005 -0.50388999999999995 0.10098000000000003 0.11163000000000002 0.096230000000000024 0.10683000000000002 0.0049450000000000015 0.10845500000000002 -0.14488499999999999 -0.093784999999999993 -0.30645999999999995
decision_type=2 2 2 2 2 2 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 5 -2 13 -8 10 -10 -9 -11 20 14 15 -6 -17 -15 -19 -20 24 22 -22 -23 26 -26 -1
right_child=4 2 -4 -5 6 -7 7 8 9 11 -12 -13 -14 17 -16 16 -18 18 19 -21 21 23 -24 -25 25 -27 -28
leaf_value=-2.9419660545176049e-05 0.00074526544989384207 -0.0018330996248862115 0 0.00050750942248384853 -0.00048351197382363767 0 0.0020147057369906975 -0.00059876851172869616 0.00045732314627167244 4.0901432317206516e-05 -1.3662951805213733e-05 -0.00020051620563909611 -0.00033665826376347725 0.00031054581309311548 -0.00057736873156792167 -0.00011380461989854649 0.00036227203850224156 -0.00030675468363720171 0.00021724816685653539 -5.2824673169885253e-05 -2.3690008270743013e-05 1.0229845580906769e-05 0.00040022816341420039 -0.00033202245950069261 -0.00046906930228266181 -6.5516451122979969e-05 0.00029591537730609739
leaf_weight=46 49 46 66 48 52 51 52 48 47 904 61 154 77 61 46 335 52 48 55 178 68 124 88 65 52 832 46
leaf_count=46 49 46 66 48 52 51 52 48 47 904 61 154 77 61 46 335 52 48 55 178 68 124 88 65 52 832 46
internal_value=0 -8.9902e-05 -0.000745727 -3.85388e-05 3.32343e-05 0.000359632 1.72485e-05 8.05382e-05 -1.63489e-06 2.4968e-05 -0.000278835 4.98749e-06 -5.78729e-05 -7.86478e-05 -0.000148055 -0.000101205 -4.77203e-05 1.73869e-05 -4.33394e-05 7.41304e-06 -4.1003e-05 3.61669e-05 0.000210196 -0.000103145 -6.912e-05 -9.01809e-05 0.00012435
internal_weight=0 1558 112 1446 2193 100 2093 1266 1214 1105 109 1058 1398 827 485 439 387 342 281 233 1321 345 156 189 976 884 92
internal_count=3751 1558 112 1446 2193 100 2093 1266 1214 1105 109 1058 1398 827 485 439 387 342 281 233 1321 345 156 189 976 884 92
is_linear=0
shrinkage=0.0995203


Tree=8860
num_leaves=17
num_cat=0
split_feature=3 3 17 6 3 7 7 8 2 1 4 4 3 20 8 2
split_gain=0.00324845 0.0177188 0.00166972 0.000958756 0.000805162 0.000735231 0.000530229 0.000584552 0.000563529 0.000526729 0.00058859 0.00111453 0.00141344 0.000702929 0.000954779 0.000866351
threshold=0.08400500000000001 0.083725000000000022 0.056905000000000011 -0.47103 0.082595000000000016 -0.075879999999999989 0.056805000000000015 -0.094139999999999988 -0.055654999999999996 -0.51744999999999985 0.079225000000000018 0.08544000000000003 0.08920500000000002 -0.081689999999999999 -0.084324999999999997 -0.080484999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 6 -5 7 -1 -9 -7 13 -12 -13 14 -11 -15
right_child=3 -3 -4 5 -6 9 -8 8 -10 10 11 12 -14 15 -16 -17
leaf_value=-0.00046109636210809127 0.00036830627652317306 -0.0020956079812513746 0.00040904571157774998 0.00035094738219442834 -0.00054316619960161257 0.00024958756409798778 0.00021100932900637616 -0.00034694848508734564 6.120486054994198e-05 -0.00030785243411800468 -0.00050763501701360362 0.00046582558496149613 -0.00010515480569370219 9.1776587223933267e-05 -3.3897290720522294e-07 -3.8734143332504989e-05
leaf_weight=48 68 48 62 55 46 72 47 47 110 159 62 46 581 1000 284 1005
leaf_count=48 68 48 62 55 46 72 47 47 110 159 62 46 581 1000 284 1005
internal_value=0 -0.000299028 -5.72096e-05 -1.26065e-06 -0.000156963 -9.21077e-06 -8.32168e-05 -0.000154667 -5.57671e-05 -1.56387e-05 -2.19871e-05 -0.000103252 -6.1959e-05 5.50685e-07 -0.000112559 2.59502e-05
internal_weight=0 408 360 3332 298 3264 252 205 157 3209 3137 689 627 2448 443 2005
internal_count=3740 408 360 3332 298 3264 252 205 157 3209 3137 689 627 2448 443 2005
is_linear=0
shrinkage=0.0995203


Tree=8861
num_leaves=17
num_cat=0
split_feature=3 18 6 5 9 5 7 10 18 5 18 6 4 9 6 9
split_gain=0.00263403 0.0179863 0.000777439 0.000624608 0.000766043 0.00203215 0.000596405 0.000464451 0.000490521 0.00156215 0.00103835 0.000736788 0.00102948 0.000761971 0.000350862 0.000182384
threshold=0.08400500000000001 -0.095799999999999982 -0.47103 -0.0091849999999999987 0.083995000000000028 -0.016339999999999997 -0.075879999999999989 0.090150000000000022 -0.082304999999999989 -0.016339999999999997 -0.093130000000000004 -0.01146 0.10353000000000002 0.11351500000000002 0.10449000000000003 -0.084134999999999988
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 15 -4 8 9 10 -8 13 -13 -10 -11 -3
right_child=2 3 6 -5 -6 -7 7 -9 11 14 -12 12 -14 -15 -16 -17
leaf_value=-0.0019259476311913844 0.00033165233911386816 -0.00013930788261725421 0.00031602103473513235 0.000236634064772876 0.00015407748869061911 -0.00072357577345588155 -0.00010861611909728952 -0.00028651592819038874 -2.4791294745047945e-05 -4.410583687519728e-05 -0.00079733336046322221 3.7671029265542435e-05 0.00036430021792301792 -0.00037459508703086122 0.0002171702456611604 0.0001043379500206347
leaf_weight=56 68 48 55 81 90 52 47 61 896 732 46 1201 105 67 54 81
leaf_count=56 68 48 55 81 90 52 47 61 896 732 46 1201 105 67 54 81
internal_value=0 -0.000269269 -1.11074e-06 -3.38005e-06 -7.81394e-05 -0.000198129 -8.29411e-06 -1.41078e-05 -8.56915e-06 -7.18535e-05 -0.000458075 1.55861e-05 6.45582e-05 -4.99787e-05 -2.51141e-05 7.33308e-06
internal_weight=0 408 3332 352 271 181 3264 3209 3148 879 93 2269 1306 963 786 129
internal_count=3740 408 3332 352 271 181 3264 3209 3148 879 93 2269 1306 963 786 129
is_linear=0
shrinkage=0.0995203


Tree=8862
num_leaves=19
num_cat=0
split_feature=3 18 1 20 21 2 2 3 5 17 0 8 1 1 17 17 17 9
split_gain=0.00213186 0.0145883 0.000642751 0.000517619 0.000850745 0.000721103 0.000910636 0.000689558 0.000505409 0.000793457 0.00120855 0.00106996 0.000456197 0.00179878 0.000863391 0.000711402 0.000644543 0.000211175
threshold=0.08400500000000001 -0.095799999999999982 0.55657000000000012 0.0057800000000000013 0.15372000000000005 -0.021165 0.13896000000000006 0.09339500000000002 -0.0091849999999999987 -0.0092949999999999994 -0.086474999999999996 -0.085605000000000001 -0.011964999999999998 -0.010395 -0.47196999999999995 0.51326500000000019 -0.09744499999999999 0.096535000000000024
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 12 7 -7 -5 9 10 -3 -11 15 -14 -15 16 -2 -9
right_child=2 8 -4 5 -6 6 -8 17 -10 11 -12 -13 13 14 -16 -17 -18 -19
leaf_value=-0.0017342769232580619 -5.0305867845075744e-05 -0.00067054504242544904 0.00036813336594492116 0.00019676815245789662 -0.00039078902532882747 0.00048199764529530212 -2.4641845023006477e-05 -0.00035914098089891887 0.00021308418398688798 -0.00019486677840716511 3.157081524998356e-05 0.00029130949339452268 -0.00064505186013969742 0.00036479615896682351 -5.3135195075673421e-05 -0.00028738945610549103 7.8374977035497516e-05 -3.6512283900002139e-05
leaf_weight=56 584 46 46 77 60 87 54 46 81 87 47 91 50 51 1053 71 1106 47
leaf_count=56 584 46 46 77 60 87 54 46 81 87 47 91 50 51 1053 71 1106 47
internal_value=0 -0.000242271 -1.0002e-06 -6.41675e-06 -1.94234e-05 0.000115371 0.00028216 -1.81495e-05 -2.58078e-06 -7.00623e-05 -0.00030691 4.9085e-05 -1.14986e-05 -6.03114e-05 -3.30871e-05 2.0024e-05 3.34234e-05 -0.000204895
internal_weight=0 408 3332 3286 2975 311 141 170 352 271 93 178 2915 1154 1104 1761 1690 93
internal_count=3740 408 3332 3286 2975 311 141 170 352 271 93 178 2915 1154 1104 1761 1690 93
is_linear=0
shrinkage=0.0995203


Tree=8863
num_leaves=14
num_cat=0
split_feature=3 3 17 3 4 6 19 19 1 10 9 2 17
split_gain=0.00172427 0.0145694 0.00134679 0.000643961 0.0006825 0.000554388 0.000460672 0.000583673 0.000445367 0.000744149 0.000569679 0.000383304 0.000184192
threshold=0.08400500000000001 0.083725000000000022 0.056905000000000011 0.082595000000000016 0.12205500000000002 -0.47103 0.14071500000000006 0.13251500000000005 -0.51744999999999985 0.090150000000000022 0.13087500000000005 -0.14264999999999997 -0.092124999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 -2 7 8 -7 10 -10 -1 -13
right_child=5 -3 -4 -5 -6 6 -8 -9 9 -11 -12 12 -14
leaf_value=0.00030134684475405888 0.00028000576109397739 -0.0018466314335579706 0.00042120239322218091 -0.00043208603752733111 -0.00026980367906600475 0.00023700284355500679 -0.00031990448852918269 0.00028798072161238906 -1.3787655100514678e-05 -0.00037124464032096748 0.00031201123605925814 0.00013235596150664022 -0.00011845926626377956
leaf_weight=55 68 48 62 46 78 71 46 67 2969 57 54 48 71
leaf_count=55 68 48 62 46 78 71 46 67 2969 57 54 48 71
internal_value=0 -0.000217961 0 -8.86044e-05 -2.26568e-05 -9.49555e-07 -7.0536e-06 -2.32713e-06 -8.75977e-06 -1.46909e-05 -7.69709e-06 8.34285e-05 -1.04109e-05
internal_weight=0 408 360 298 252 3332 3264 3218 3151 3080 3023 174 119
internal_count=3740 408 360 298 252 3332 3264 3218 3151 3080 3023 174 119
is_linear=0
shrinkage=0.0995203


Tree=8864
num_leaves=14
num_cat=0
split_feature=0 4 24 10 18 18 17 17 18 0 29 5 23
split_gain=0.00143332 0.00236629 0.000694238 0.000599606 0.000499499 0.00168421 0.00107725 0.00191719 0.000786375 0.000548322 0.000501755 0.000670857 0.000571737
threshold=-0.229625 0.090805000000000011 -0.071224999999999997 0.090150000000000022 0.10435500000000002 0.11061000000000003 0.07134500000000002 0.053575000000000012 0.10015500000000002 -0.085054999999999992 0.075910000000000019 -0.11065499999999999 -0.017849999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 8 -6 7 -7 10 -8 12 -12 -4
right_child=2 -3 3 -5 5 6 9 -9 -10 -11 11 -13 -14
leaf_value=-0.0007459020180130135 0.00038879410108187896 4.0584591823503124e-05 -0.0002893777916210935 -0.00026735625913210424 -0.00057791528273090273 -1.907891959230458e-05 0 0.00066373802309275176 0.00041707002473059579 -0.00035678941683927554 -0.00046851067634198144 0 3.3387342862813448e-05
leaf_weight=67 47 83 55 79 60 192 70 51 50 99 48 75 2777
leaf_count=67 47 83 55 79 60 192 70 51 50 99 48 75 2777
internal_value=0 -0.000305255 8.65112e-06 3.39652e-06 9.78366e-06 -8.50009e-05 -1.12302e-05 0.00012086 2.4944e-05 -0.000206002 1.8032e-05 -0.000177877 2.68299e-05
internal_weight=0 150 3603 3556 3477 472 412 243 3005 169 2955 123 2832
internal_count=3753 150 3603 3556 3477 472 412 243 3005 169 2955 123 2832
is_linear=0
shrinkage=0.0995203


Tree=8865
num_leaves=16
num_cat=0
split_feature=19 0 20 1 8 8 26 0 7 1 8 27 29 9 18
split_gain=0.0014833 0.00122042 0.00184071 0.000598915 0.000573105 0.00129677 0.00182138 0.00142006 0.000894525 0.00096654 0.000783187 0.000557775 0.000610688 0.000535143 0.000426751
threshold=0.14107000000000006 -0.229625 -0.060199999999999997 0.078505000000000019 -0.046889999999999994 -0.0092799999999999983 -0.025024999999999999 -0.086304999999999993 0.058975000000000007 0.26435500000000006 -0.053049999999999993 0.10530500000000002 0.091190000000000021 0.083955000000000016 0.087505000000000013
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 -6 -8 9 14 11 12 13 -3 -7
right_child=-2 4 3 -5 5 8 7 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.00079122450712255173 -0.00056506828266137017 0.00010312293425416372 -0.00028436561671318428 0.00019350725160351552 -9.9685845051135386e-06 -1.4800187775546284e-05 0.00096685321330084568 0.00020649646542079307 0.00037687758649709814 -0.00034943317132700782 -0.00034243620968174885 -0.00025067336814610695 -0.00034194273583700166 -9.2471329452303416e-06 0.0001692086461897385
leaf_weight=47 46 542 50 53 89 498 52 52 65 74 68 85 48 1820 164
leaf_count=47 46 542 50 53 89 498 52 52 65 74 68 85 48 1820 164
internal_value=0 3.44697e-06 -0.000274333 -3.05221e-05 1.53912e-05 7.96235e-05 0.000311539 0.000594547 2.27217e-05 -7.4434e-06 -9.20039e-06 0 8.71881e-06 1.61915e-05 2.95485e-05
internal_weight=0 3707 150 103 3557 994 193 104 801 736 2563 2495 2410 2362 662
internal_count=3753 3707 150 103 3557 994 193 104 801 736 2563 2495 2410 2362 662
is_linear=0
shrinkage=0.0995203


Tree=8866
num_leaves=17
num_cat=0
split_feature=0 6 24 10 26 26 9 9 9 5 5 18 5 0 0 5
split_gain=0.000937989 0.00175846 0.000555891 0.000486434 0.000448831 0.000946212 0.000498972 0.00173627 0.00075482 0.000389755 0.000953571 0.00160308 0.00103727 0.000656439 0.00172885 0.00167953
threshold=-0.229625 -0.095554999999999987 -0.071224999999999997 0.090150000000000022 0.088055000000000022 0.08777500000000002 0.089105000000000018 0.09550500000000002 0.088215000000000016 -0.067559999999999995 -0.045014999999999993 0.12205500000000002 -0.039649999999999998 -0.071799999999999989 -0.079805000000000001 -0.080724999999999991
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 6 8 -8 -4 13 11 -11 -12 14 -6 -15
right_child=2 -3 3 -5 9 -7 7 -9 -10 10 12 -13 -14 15 -16 -17
leaf_value=-0.00061246058379016595 0.00034702759132628137 6.248633155293151e-05 1.3413569494467999e-05 -0.00024170189030301518 -5.8046311227909207e-05 0.00046257265425007736 0.00035764790759480178 -4.7745513891504665e-05 -0.00038346006687790249 0.00069423606101838391 -0.00047735855995006287 -7.5997323877554236e-05 -4.9080036996512424e-06 0.00056116501757425149 -0.00059623506613952211 -0.00023968693675715375
leaf_weight=70 47 80 1507 79 287 51 180 243 49 50 49 54 827 46 76 58
leaf_count=70 47 80 1507 79 287 51 180 243 49 50 49 54 827 46 76 58
internal_value=0 -0.000247031 6.89114e-06 2.16531e-06 7.9416e-06 3.83204e-05 2.69735e-05 0.000122827 3.895e-07 -3.41112e-05 7.16925e-07 0.000286436 -3.22696e-05 -0.000108951 -0.00017298 0.000106665
internal_weight=0 150 3603 3556 3477 2030 1979 423 1556 1447 980 104 876 467 363 104
internal_count=3753 150 3603 3556 3477 2030 1979 423 1556 1447 980 104 876 467 363 104
is_linear=0
shrinkage=0.0995203


Tree=8867
num_leaves=18
num_cat=0
split_feature=0 4 4 4 8 23 3 6 8 4 2 20 8 8 4 4 4
split_gain=0.00075643 0.00168294 0.00132426 0.000685373 0.0019214 0.00104126 0.000606124 0.00103287 0.00208022 0.000580447 0.000862096 0.00082748 0.000464941 0.0005998 0.000403369 0.00054525 0.000305396
threshold=-0.229625 0.087495000000000031 0.10533000000000002 0.12498500000000003 -0.0032949999999999998 -0.017849999999999998 0.084065000000000015 0.085570000000000021 -0.085764999999999994 0.11805500000000003 0.14153500000000005 -0.24910499999999999 -0.0073049999999999999 -0.090809999999999988 0.13491500000000003 0.14039500000000002 0.14831500000000003
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 14 -2 7 12 -9 10 11 -8 13 -7 -5 -16 -17
right_child=3 2 -4 4 -6 6 9 8 -10 -11 -12 -13 -14 -15 15 16 -18
leaf_value=-0.00071540101379395009 -0.00046696224572497473 0.00032383900926610744 -0.0003939240875099345 0.0002282905208405488 0.00056788279376881123 0.00016226831852809385 0.00036320174778480712 -8.4362772895184475e-05 0.00080811125142042151 -0.00036149414329263255 0.00030161592798313123 -2.5955868520417974e-05 0.00028067773873746688 -0.00022106283124511216 -0.00031142270541414496 0.00024412532592912127 -9.2466627682616338e-05
leaf_weight=47 48 57 46 57 80 64 55 46 55 47 86 2746 48 104 63 48 56
leaf_count=47 48 57 46 57 80 64 55 46 55 47 86 2746 48 104 63 48 56
internal_value=0 -0.000221904 0 6.11489e-06 0.000149222 -6.82416e-06 0 0.000130702 0.000393533 -1.41552e-05 -8.217e-06 -1.80222e-05 4.01472e-06 -7.01591e-05 0 -7.83219e-05 5.50121e-05
internal_weight=0 150 103 3603 304 3299 3251 317 101 2934 2887 2801 216 168 224 167 104
internal_count=3753 150 103 3603 304 3299 3251 317 101 2934 2887 2801 216 168 224 167 104
is_linear=0
shrinkage=0.0995203


Tree=8868
num_leaves=25
num_cat=0
split_feature=18 18 18 18 10 10 0 0 17 18 18 20 21 18 4 4 26 17 18 26 18 17 21 26
split_gain=0.00154491 0.0123678 0.00184426 0.00753976 0.00144366 0.00108446 0.000988676 0.00166254 0.00159655 0.00094373 0.00110535 0.00092788 0.000853596 0.00134055 0.000719926 0.000712064 0.000556579 0.000668077 0.000520926 0.000437134 0.000374183 0.000566081 0.000473394 0.000310492
threshold=-0.093649999999999997 -0.096219999999999986 0.090285000000000018 0.092750000000000013 0.090150000000000022 0.082245000000000026 -0.069955000000000003 -0.073664999999999994 0.07134500000000002 0.088735000000000022 0.084900000000000017 0.0040650000000000018 0.091135000000000022 0.11061000000000003 0.10098000000000003 0.084755000000000025 0.047170000000000011 -0.14679499999999998 -0.11166 -0.22971 0.13881000000000002 -0.031185000000000001 0.092005000000000017 0.085855000000000029
decision_type=2 2 2 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 -4 5 9 7 20 12 10 19 14 13 -8 15 16 17 -1 -18 -2 22 -22 -5 -12
right_child=2 -3 3 6 -6 -7 8 -9 -10 -11 23 -13 -14 -15 -16 -17 18 -19 -20 -21 21 -23 -24 -25
leaf_value=7.589176774903173e-05 0.0002409760431573447 0.0015598079496216 0.0010067949596400366 0 -0.00048969419983604337 0.00045892219152592029 0.00017059398527257441 -0.00061174697160233053 -0.00027105477104186687 -0.00041341955572778518 9.2699934257054411e-05 -0.00031926849836329485 1.7877157014036154e-05 0.00089111813390176434 0.00040333745942641784 -0.0002632198659716456 9.4213783491675564e-05 0.00056936339292566328 -0.00024815385502746916 -3.6935761431916973e-05 -0.00036283141284535408 6.5024355188873667e-05 0.00028656056883263209 0.00045870456083446089
leaf_weight=78 57 59 90 226 65 47 56 46 49 60 49 62 51 53 63 64 165 46 60 2024 56 62 79 58
leaf_count=78 57 59 90 226 65 47 56 46 49 60 49 62 51 53 63 64 165 46 60 2024 56 62 79 58
internal_value=0 0.000191597 1.64748e-05 0.000150593 -2.68237e-05 -1.33573e-05 3.57309e-05 -4.30428e-05 0.000216417 -2.35957e-05 -1.25317e-05 4.00295e-05 0.000370822 0.000528451 8.85487e-05 3.85478e-05 9.6232e-05 0.000265556 0 -2.89302e-05 1.68669e-05 -0.000131088 7.67926e-05 0.000298746
internal_weight=0 597 3128 768 2360 2295 678 469 209 2248 2188 538 160 109 476 413 349 124 225 2081 423 118 305 107
internal_count=3725 597 3128 768 2360 2295 678 469 209 2248 2188 538 160 109 476 413 349 124 225 2081 423 118 305 107
is_linear=0
shrinkage=0.0995203


Tree=8869
num_leaves=27
num_cat=0
split_feature=1 18 3 1 1 6 8 5 18 26 6 6 8 2 7 8 8 21 3 3 3 5 8 8 8 1
split_gain=0.00262477 0.00429062 0.0135149 0.00338018 0.00792003 0.00156863 0.00121449 0.00161351 0.000954351 0.000945366 0.000861764 0.000905287 0.000766651 0.000714936 0.000712318 0.000887827 0.00164703 0.000741001 0.000889119 0.00184205 0.00175103 0.0010627 0.00103107 0.000663448 0.000995711 0.000661887
threshold=-0.076329999999999995 -0.095799999999999982 0.084795000000000023 -0.080844999999999986 -0.079844999999999985 0.095080000000000012 0.096835000000000018 0.27287000000000011 -0.14624999999999996 0.090715000000000032 0.090460000000000026 0.092980000000000021 -0.049499999999999995 -0.087944999999999995 -0.10984999999999999 -0.067719999999999989 -0.07106999999999998 -0.091104999999999992 0.10892000000000003 0.10611500000000003 0.11404500000000002 -0.46244499999999994 -0.052214999999999998 -0.073644999999999988 -0.076194999999999999 -0.06551499999999999
decision_type=2 2 2 2 2 2 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 9 7 10 -4 -6 12 -12 -3 -10 -2 16 23 -17 19 22 -20 -22 -19 24 25 -16
right_child=14 3 8 4 5 -7 -8 -9 13 -11 11 -13 -14 -15 15 17 -18 18 20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.0019568215079711917 -0.00033915270411207372 9.780971361475828e-05 -0.00021440525942322244 0.0014623044451285664 0.00016818143012597181 0.00056392536427353121 -0.0004591786457526983 0.0005967941769443139 0.00057191637560688913 -0.00038517548300133128 -0.00045636088674233109 -1.7964306015014814e-05 -0.00018469134113751224 0 0.00018603947757843631 -0.00029768231196254191 -0.00053883403976385548 0.00052672006501740449 -0.00054406961462916202 0.00077093138545379744 -0.00034253988343434819 0.00016582927996096247 5.3275437213488403e-05 0.00032637007115572056 -0.0004493255183099383 -5.75151973973645e-05
leaf_weight=52 69 541 59 55 59 48 55 46 46 61 77 129 114 46 122 52 69 52 57 46 50 208 425 47 60 1080
leaf_count=52 69 541 59 55 59 48 55 46 46 61 77 129 114 46 122 52 69 52 57 46 50 208 425 47 60 1080
internal_value=0 0.000148918 0.000572291 7.56999e-05 0.000424847 8.03299e-05 -4.38449e-06 2.22914e-05 9.00769e-05 -0.000106286 -7.45133e-06 -0.000185805 4.73918e-05 0.000294241 -2.36425e-05 -1.36827e-05 -6.40198e-05 6.33353e-05 8.67142e-05 0.0001666 -4.33222e-05 6.41351e-05 0.000106604 -3.8366e-05 -5.25984e-05 -3.21139e-05
internal_weight=0 1388 203 1185 223 168 962 907 151 120 861 206 655 92 2337 2268 1378 890 838 523 315 258 477 1309 1262 1202
internal_count=3725 1388 203 1185 223 168 962 907 151 120 861 206 655 92 2337 2268 1378 890 838 523 315 258 477 1309 1262 1202
is_linear=0
shrinkage=0.0995203


Tree=8870
num_leaves=31
num_cat=0
split_feature=1 17 17 9 10 9 26 3 1 9 9 1 3 17 8 1 1 1 1 9 3 18 3 3 9 4 0 26 3 26
split_gain=0.00213043 0.00738453 0.0376291 0.00176219 0.00301721 0.00183486 0.000933994 0.00191966 0.000602148 0.00328302 0.00284981 0.0017174 0.00171308 0.000602013 0.000869853 0.00182438 0.00179921 0.00276471 0.00185074 0.0018255 0.00100288 0.000723653 0.00190943 0.000713056 0.000448309 0.00295676 0.00143227 0.000807916 0.000725363 0.000303384
threshold=-0.076329999999999995 0.052150000000000009 0.067035000000000025 0.095950000000000021 0.082245000000000026 0.10312000000000003 0.086985000000000021 0.089655000000000026 -0.083284999999999984 0.091405000000000028 0.091750000000000012 -0.085014999999999993 0.087675000000000017 0.0084900000000000028 -0.083804999999999991 -0.0088199999999999997 -0.071399999999999991 -0.06551499999999999 -0.052259999999999994 0.09055500000000001 0.093835000000000016 0.096280000000000018 0.10850000000000003 0.087515000000000023 0.11296000000000002 0.14566000000000004 -0.093765000000000001 0.26711000000000013 0.08544000000000003 0.056820000000000016
decision_type=2 2 2 2 2 2 2 2 2 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 8 -5 -4 -8 9 11 12 -1 -10 21 15 -15 -16 -18 -19 -20 23 24 -23 -17 25 27 -26 28 -2 -22
right_child=13 2 6 5 -6 -7 7 -9 10 -11 -12 -13 -14 14 16 20 17 18 19 -21 29 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-7.9103120548820893e-06 -0.00020187866738033823 0.0026443938682135983 0.00015698633241361887 -0.00076120755720941974 0.00080247824070246092 7.6000132752147658e-05 -0.0006599592213406613 0.00016607520359785904 0.0001708309275597906 -0.00076186963968106732 0.00073636034491541863 0.00058138421836238547 -0.00046544997771139497 0.00059511442765636138 -0.00077295939684317099 -5.8493711411702101e-06 0.0005628468397237366 -0.00080355937292446097 -0.00039014561641575893 8.7145541745809555e-05 0.00030740359024381084 0.00057073555821864086 -0.00014524692151884783 -0.00056007810517771516 0.00020242686998596702 0.0007668274760071098 -0.00048702324070013902 -0.00041296710899519794 2.4322795196220241e-05 -1.0350802532620549e-05
leaf_weight=616 161 67 81 55 52 46 61 49 128 55 63 53 62 49 46 46 52 46 141 177 49 76 69 53 50 49 70 50 1089 64
leaf_count=616 161 67 81 55 52 46 61 49 128 55 63 53 62 49 46 46 52 46 141 177 49 76 69 53 50 49 70 50 1089 64
internal_value=0 0.000134152 0.000614687 2.37128e-05 6.33293e-05 -0.0003718 -9.30193e-05 -0.000284556 2.31508e-05 -2.20473e-05 0.000155728 3.75516e-05 -3.24891e-05 -2.12896e-05 -9.6886e-05 4.58639e-05 -0.000179302 -0.00011169 -0.000210301 -0.000121909 -7.72242e-05 1.20671e-05 0.000224381 -0.000310827 -8.33248e-06 7.48156e-06 -0.000192931 -2.05102e-05 -4.15706e-06 0.000120192
internal_weight=0 1388 258 1130 1029 101 191 110 977 724 253 669 190 2337 723 261 462 416 364 318 212 1614 145 99 1469 1349 120 1300 1250 113
internal_count=3725 1388 258 1130 1029 101 191 110 977 724 253 669 190 2337 723 261 462 416 364 318 212 1614 145 99 1469 1349 120 1300 1250 113
is_linear=0
shrinkage=0.0995203


Tree=8871
num_leaves=29
num_cat=0
split_feature=1 17 17 26 10 10 5 1 2 1 26 4 9 7 8 8 9 9 9 5 20 17 20 8 8 9 8 26
split_gain=0.00189975 0.00627843 0.0368225 0.00107893 0.00089986 0.00182006 0.000668866 0.00126868 0.00431963 0.00345416 0.000920579 0.000839853 0.000687974 0.0005847 0.000699623 0.00133736 0.000714832 0.000849302 0.00117016 0.00164597 0.000866352 0.000803737 0.000642816 0.000523835 0.000453555 0.000894298 0.000566889 0.00027532
threshold=-0.078509999999999983 0.026115000000000006 0.067035000000000025 0.086985000000000021 0.088065000000000018 0.082245000000000026 -0.0087549999999999989 -0.083284999999999984 -0.082830000000000001 -0.081744999999999998 0.08425500000000001 0.087155000000000024 0.084155000000000021 -0.10984999999999999 -0.06520999999999999 -0.068099999999999994 0.11690000000000002 0.10341500000000002 0.093335000000000015 -0.06971999999999999 -0.095634999999999998 -1.0000000180025095e-35 -0.064180000000000001 -0.071594999999999992 -0.076194999999999999 0.096130000000000021 -0.077784999999999993 0.10089500000000003
decision_type=2 2 2 2 2 2 2 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 6 7 8 -1 -9 11 -8 -12 -2 15 23 17 18 20 -20 -16 -18 -19 24 26 -26 -15 -25
right_child=13 2 3 -5 -6 -7 10 9 -10 -11 12 -13 -14 14 16 -17 21 22 19 -21 -22 -23 -24 27 25 -27 -28 -29
leaf_value=0.00019217027364886447 -0.00030465670835371725 0.0028212935496667577 0.00014136303040049967 -0.00035477481768105928 -0.00036963041570617567 0.00065523399416991129 0.00030045503532504344 0.0010107525180357497 -0.0008836436758653095 2.67894656357712e-05 -0.00051493597557629456 -7.4547904816180357e-05 -9.36676284887703e-05 -4.5950660231899661e-05 0.00035389275853396152 -0.00052517664200520521 0.0005834700865580732 5.0826898350123895e-05 0.00075530851860821291 3.0569546935072229e-05 -4.7668406527503451e-05 3.9366300101751225e-05 -0.00036797918779779955 0.00036458600275824792 -0.00056318211509489603 2.6445564030127212e-05 0.00029124129081811576 3.0742300750108141e-06
leaf_weight=172 69 56 81 90 53 47 112 51 47 121 46 120 295 1201 61 57 52 58 55 77 415 63 85 47 48 49 51 46
leaf_count=172 69 56 81 90 53 47 112 51 47 121 46 120 295 1201 61 57 52 58 55 77 415 63 85 47 48 49 51 46
internal_value=0 0.000130455 0.000605785 -0.000114975 2.82755e-05 4.99448e-05 1.95846e-05 0.000120539 -3.49743e-05 0.000323306 -4.78751e-05 0.000102959 -0.000152896 -1.86793e-05 -9.98965e-06 -5.14284e-05 6.07934e-05 2.42201e-05 7.65124e-05 0.000338746 2.07239e-06 0.000292514 -0.000192389 -3.21342e-05 -4.83704e-05 -0.00025689 -3.15613e-05 0.000194576
internal_weight=0 1291 227 171 1064 1011 964 391 219 172 573 232 341 2434 2365 1499 866 751 608 132 476 115 143 1442 1349 97 1252 93
internal_count=3725 1291 227 171 1064 1011 964 391 219 172 573 232 341 2434 2365 1499 866 751 608 132 476 115 143 1442 1349 97 1252 93
is_linear=0
shrinkage=0.0995203


Tree=8872
num_leaves=19
num_cat=0
split_feature=18 10 3 18 3 0 3 17 17 5 11 3 18 3 1 1 4 2
split_gain=0.0288954 0.0257345 0.00600566 0.0112206 0.00606311 0.0238023 0.0503233 0.0045036 0.0106515 0.00280101 0.00160506 0.00124231 0.000800395 0.00112034 0.00104393 0.000519954 0.000622908 0.000215188
threshold=0.26473000000000008 0.096215000000000023 0.084065000000000015 -0.096219999999999986 0.090050000000000033 -0.098749999999999991 0.087045000000000025 -0.11741999999999998 -0.14679499999999998 0.0063000000000000009 -0.37931999999999999 0.08345000000000001 0.10435500000000002 0.09049500000000002 -0.049499999999999995 -0.080954999999999985 0.10423500000000002 -0.088554999999999995
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 -4 8 -7 -9 -6 15 13 -12 -14 17 -17 -5
right_child=-2 -3 4 11 10 7 -8 9 -10 -11 12 -13 14 -15 -16 16 -18 -19
leaf_value=0.0016756337545545349 -0.0021156458894250269 0.0021529485715275354 0.00015919491500508755 0 -0.00054530358711230682 -0.00016153698900219125 -0.0041616202426913223 -0.00010412794434555824 -0.0018435605704576169 0.00065564024278421187 0.00044500674666887686 0.00041478871973232037 -0.00030961380826339613 6.2430824428614224e-06 5.445276644488236e-05 -0.00033903050443669796 2.5301628434170723e-05 0.00031704427407874532
leaf_weight=50 68 52 61 46 56 152 47 787 50 51 60 87 178 1598 133 73 118 50
leaf_count=50 68 52 61 46 56 152 47 787 50 51 60 87 178 1598 133 73 118 50
internal_value=0 -4.463e-05 -7.66269e-05 0.000274556 -0.000123813 -0.000306574 -0.00171358 -0.000159674 -0.000581932 -5.69122e-05 -1.97985e-05 8.5057e-05 -4.43692e-06 2.26149e-05 -0.000151288 -1.20442e-05 -0.00010966 0.000173643
internal_weight=0 3649 3597 424 3173 1148 108 1040 202 838 2025 374 1969 1658 311 287 191 96
internal_count=3717 3649 3597 424 3173 1148 108 1040 202 838 2025 374 1969 1658 311 287 191 96
is_linear=0
shrinkage=0.0995203


Tree=8873
num_leaves=16
num_cat=0
split_feature=22 8 8 1 3 3 4 26 26 26 6 2 2 8 3
split_gain=0.0288442 0.0111559 0.112086 0.00889187 0.00412385 0.0139427 0.00221321 0.00142582 0.00795296 0.000916971 0.000560375 0.000429995 0.000245877 0.000695731 0.000400933
threshold=0.13292500000000004 -0.10337499999999999 -0.11257499999999999 -0.53140500000000002 0.081685000000000021 0.0040650000000000009 0.13108000000000006 0.088055000000000022 0.088605000000000017 0.08777500000000002 0.092120000000000021 -0.016354999999999998 -0.090394999999999989 -0.26194999999999996 0.13345500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 5 11 7 9 -9 -6 12 -5 -1 14 -14
right_child=-2 3 -4 4 6 -7 -8 8 -10 -11 -12 -13 13 -15 -16
leaf_value=-9.0734197207411062e-05 0.0024014438913966241 -0.0014147216373950474 -0.0048232246302066057 -0.00023762370995171155 1.1806216808189706e-05 0.0018181448712710478 -0.00055365358224152364 -0.0010565039863130307 -4.7170119045265816e-05 0.00043354224123502477 -0.00031429921955904193 0.00011373904348036318 0.00013458626455590191 0.00041496029055600062 -0.00014356502923230485
leaf_weight=82 46 46 54 82 1597 52 84 83 1170 53 46 56 123 56 87
leaf_count=82 46 46 54 82 1597 52 84 83 1170 53 46 56 123 56 87
internal_value=0 -0.000105664 -0.000571137 -4.07083e-05 -2.05562e-05 0.000428568 -4.93986e-05 -3.45257e-05 -0.000114683 2.5849e-05 9.55967e-06 -8.91097e-05 5.4721e-05 0.000102638 1.54539e-05
internal_weight=0 3671 448 3223 3177 190 2987 2903 1253 1650 394 138 348 266 210
internal_count=3717 3671 448 3223 3177 190 2987 2903 1253 1650 394 138 348 266 210
is_linear=0
shrinkage=0.0995203


Tree=8874
num_leaves=20
num_cat=0
split_feature=22 17 3 3 0 2 1 3 17 2 17 26 11 26 21 3 2 6 2
split_gain=0.0233907 0.00785906 0.00498239 0.00904089 0.029116 0.0931232 0.00771196 0.0104021 0.0049113 0.0108338 0.00239893 0.00139072 0.00119518 0.000819996 0.000811297 0.00141011 0.000750163 0.000663383 0.00087515
threshold=0.13292500000000004 -0.57205499999999987 0.084795000000000023 0.090050000000000033 -0.097180000000000002 -0.080744999999999997 -0.10241499999999999 0.07728500000000002 -0.11741999999999998 -0.084154999999999994 -0.088525000000000006 -0.23202999999999999 -0.37506 0.084585000000000021 0.084795000000000023 0.081685000000000021 -0.083204999999999987 0.08463500000000003 -0.086304999999999993
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 -4 7 -3 9 -6 -10 -5 -13 14 15 -8 -14 -15 -19
right_child=-2 2 3 11 8 -7 13 -9 10 -11 -12 12 16 17 -16 -17 -18 18 -20
leaf_value=-0.0013481522062090605 0.0021624517287243115 4.4901587508415983e-05 -0.0053628822346832878 -0.00039828519794540162 -0.00014694795865795136 0.00021067673501614476 -1.8492435874986737e-05 0.0020404048235168298 0.00048710201576117367 -0.0019543135005702498 -0.0001143794456520246 0.00046565669745554596 0.00011556896570023396 -0.00011816295323226668 0.00017783175494642808 -0.00062029687787177668 -3.7445808409108757e-05 -1.1203979202293036e-05 0.00044407136352260323
leaf_weight=49 46 58 46 87 119 83 120 48 73 46 632 55 402 61 68 59 1499 66 100
leaf_count=49 46 58 46 87 119 83 120 48 73 46 632 55 402 61 68 59 1499 66 100
internal_value=0 -9.51923e-05 -7.80156e-05 -0.000129143 -0.000374514 -0.00177045 0.000188726 0.000956249 -0.00016659 -0.000655781 -5.09372e-05 -8.75849e-06 8.14857e-06 1.53582e-05 -0.000108195 -0.000221426 -4.6575e-06 0.000153403 0.000258127
internal_weight=0 3671 3622 3042 999 129 580 106 870 165 705 2043 1956 474 247 179 1901 227 166
internal_count=3717 3671 3622 3042 999 129 580 106 870 165 705 2043 1956 474 247 179 1901 227 166
is_linear=0
shrinkage=0.0995203


Tree=8875
num_leaves=17
num_cat=0
split_feature=18 22 8 8 18 3 5 5 4 18 4 4 17 18 8 17
split_gain=0.0219201 0.0183453 0.00459385 0.0540176 0.0036861 0.0137445 0.00220385 0.0113011 0.00193792 0.00136217 0.00135431 0.000809223 0.000935366 0.000725169 0.000446334 0.000736445
threshold=0.26473000000000008 0.13292500000000004 -0.10115999999999999 -0.11187999999999999 -0.10082999999999999 0.08511500000000001 0.065520000000000023 0.11083500000000003 0.13707500000000003 0.087810000000000013 0.10333000000000002 0.085230000000000014 -0.45791500000000002 0.10085500000000001 -0.51030999999999993 -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 13 5 -4 8 -8 9 -6 -9 12 -7 14 -1 -16
right_child=-2 -3 4 -5 6 11 7 10 -10 -11 -12 -13 -14 -15 15 -17
leaf_value=0.00022094561052180413 -0.0018309551004868972 0.0019472441161740011 0.0017449783672451296 -0.0033999486400551485 3.8162918379355262e-05 0.00017291676856501237 -0.0014274830230864807 0.00011831192207776295 -0.00056396980002344484 -0.00014075268405973161 -0.00042495335293659168 0.00032795504324491205 -0.00018071963147892631 0.00033067970827381808 -0.00028783599112877135 4.9049479963642883e-05
leaf_weight=60 68 46 54 51 1768 129 69 210 63 553 58 80 172 70 103 163
leaf_count=60 68 46 54 51 1768 129 69 210 63 553 58 80 172 70 103 163
internal_value=0 -2.71638e-05 -5.25986e-05 -0.000351248 -1.00399e-05 0.000258635 -5.32933e-05 -0.000291686 -1.9251e-05 -4.1127e-06 0 4.58239e-05 -2.64415e-05 3.93205e-05 -2.07302e-05 -7.83211e-05
internal_weight=0 3649 3603 447 3156 435 2721 337 2384 2321 268 381 301 396 326 266
internal_count=3717 3649 3603 447 3156 435 2721 337 2384 2321 268 381 301 396 326 266
is_linear=0
shrinkage=0.0995203


Tree=8876
num_leaves=16
num_cat=0
split_feature=18 18 22 18 18 9 8 29 1 17 2 8 8 17 21
split_gain=0.00351431 0.0184718 0.00284614 0.00190881 0.00155673 0.00173152 0.00233555 0.00122605 0.000919469 0.000669568 0.000344563 0.000578286 0.000573253 0.00108537 0.000295178
threshold=-0.099739999999999995 -0.10726999999999999 0.13160500000000006 0.26090000000000008 0.15891500000000006 0.12912500000000005 -0.054384999999999996 0.11973500000000002 -0.49837999999999999 -0.56005499999999986 -0.018864999999999996 -0.00076499999999999995 -0.070134999999999989 -0.46515999999999996 0.11162500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 7 -7 9 -1 -2 11 12 13 -10 -13
right_child=2 -3 -4 -5 -6 6 -8 -9 10 -11 -12 14 -14 -15 -16
leaf_value=-0.00038382778005324183 -0.0002909704462232749 -0.0021296120041222337 -0.0007356964921450093 0.00051534403480138469 -0.00044262301906462575 -2.6997422217652136e-05 0.00094882929577652718 -0.000475148255627747 -0.00041107986292799654 4.3456166478971822e-05 0.00021102129959580431 -0.0003650499514400995 0.00030137259194902566 0.00015665006106457526 -1.3571776262509602e-05
leaf_weight=71 60 47 47 83 67 46 48 47 53 2847 67 63 66 88 46
leaf_count=71 60 47 47 83 67 46 48 47 53 2847 67 63 66 88 46
internal_value=0 -0.000251013 3.21466e-05 4.36873e-05 3.08571e-05 4.15335e-05 0.000462589 2.78579e-05 -5.47296e-05 3.6272e-05 4.14076e-06 -3.71326e-05 5.74327e-05 -5.09462e-05 -0.00022423
internal_weight=0 501 3245 3198 3115 3048 94 2954 454 2907 383 316 207 141 109
internal_count=3746 501 3245 3198 3115 3048 94 2954 454 2907 383 316 207 141 109
is_linear=0
shrinkage=0.0995203


Tree=8877
num_leaves=16
num_cat=0
split_feature=3 17 22 11 30 0 3 1 3 26 1 22 6 8 26
split_gain=0.00316551 0.015366 0.00287502 0.00135807 0.00171166 0.00139266 0.00191278 0.00163677 0.000803219 0.00135947 0.000865266 0.000743924 0.000556819 0.000341239 0.000287035
threshold=0.081685000000000021 0.0084900000000000028 0.13160500000000006 -0.37506 0.11634000000000003 -0.085794999999999996 0.10377500000000002 0.0049450000000000015 0.084895000000000012 0.087395000000000014 -0.50954999999999984 0.091785000000000019 -0.42102499999999998 -0.090134999999999993 -0.084149999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -2 5 6 11 -8 9 -7 -10 -5 -1 -14 -15
right_child=2 -3 -4 4 -6 8 7 -9 10 -11 -12 -13 13 14 -16
leaf_value=0.00028008982359854377 0.00047341953237143994 -0.0019898762216335984 -0.00069237823119327926 0.00015520575302691844 -0.00057867229081909918 -0.00053515256418766317 -0.00047531626160993861 2.9743314459356256e-05 0.00030710193533065689 0.00012772373326791966 -1.9762612117142728e-05 0.0005126859699562899 8.5354418318454566e-05 -0.0003791963097566022 -4.135056875448264e-05
leaf_weight=54 68 46 55 945 46 75 84 251 84 49 1745 64 67 48 65
leaf_count=54 68 46 55 945 46 75 84 251 84 49 1745 64 67 48 65
internal_value=0 -0.000327071 2.07576e-05 3.24965e-05 2.32827e-05 3.19296e-05 0.000109999 -9.44549e-05 -2.13766e-05 -0.000266608 -4.3032e-06 0.000178692 0 -8.42804e-05 -0.000192105
internal_weight=0 280 3466 3411 3343 3297 1344 335 1953 124 1829 1009 234 180 113
internal_count=3746 280 3466 3411 3343 3297 1344 335 1953 124 1829 1009 234 180 113
is_linear=0
shrinkage=0.0995203


Tree=8878
num_leaves=16
num_cat=0
split_feature=18 3 21 18 26 30 0 3 1 18 5 3 8 3 20
split_gain=0.00278935 0.0169428 0.00230279 0.00128944 0.000897861 0.00192235 0.000936841 0.00109298 0.000653969 0.000552097 0.0010366 0.000496514 0.000433415 0.00069778 0.000647165
threshold=-0.099739999999999995 0.08400500000000001 0.15665000000000004 0.26090000000000008 -0.231015 0.11290000000000001 -0.084759999999999988 0.12015500000000003 0.50644500000000015 -0.1394 0.2686150000000001 0.08777500000000002 -0.00076499999999999995 0.11426500000000002 -0.077044999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 7 -6 -8 11 -11 -3 14 -14 -13
right_child=2 9 -4 -5 5 -7 8 -9 -10 10 -12 12 13 -15 -16
leaf_value=-0.0020222872363210511 0.00038508904470960546 0.00033097562270627902 -0.0006542110340078171 0.00044532254963375171 0.0001145303115789514 -0.00059009999031366393 -3.6654802795141709e-05 -0.00021099303643578489 0.00026184310755813644 9.0928970181441241e-06 -0.00053756063603243437 0.00034353782519141459 -0.0003958167339449492 7.4975837230605732e-05 -7.3897159823088724e-05
leaf_weight=47 69 48 48 76 1335 50 1482 109 76 84 55 62 61 59 85
leaf_count=47 69 48 48 76 1335 50 1482 109 76 84 55 62 61 59 85
internal_value=0 -0.000223248 2.90192e-05 3.95333e-05 2.93896e-05 2.10797e-05 3.15319e-05 8.93913e-05 -2.15685e-05 -3.52007e-05 -0.00020132 3.55038e-05 -1.45488e-05 -0.000157522 9.6595e-05
internal_weight=0 501 3245 3197 3121 3052 3002 1444 1558 454 139 315 267 120 147
internal_count=3746 501 3245 3197 3121 3052 3002 1444 1558 454 139 315 267 120 147
is_linear=0
shrinkage=0.0995203


Tree=8879
num_leaves=21
num_cat=0
split_feature=18 3 21 4 29 11 0 18 0 18 4 20 8 8 18 21 0 9 9 9
split_gain=0.00226458 0.0177324 0.00192069 0.00225559 0.00109058 0.00105585 0.00124122 0.00149532 0.00242359 0.00179134 0.000928362 0.00087948 0.00084619 0.000837357 0.00159268 0.000740437 0.00111036 0.000423381 0.000726659 0.000341824
threshold=-0.094389999999999988 0.081685000000000021 0.13765500000000006 0.12273500000000002 0.11485000000000002 -0.37506 -0.085794999999999996 -0.010029999999999999 -0.087394999999999987 -0.0032949999999999998 0.087155000000000024 0.0033350000000000007 0.10528000000000003 -0.068549999999999986 -0.117225 0.11707000000000002 -0.077784999999999993 0.10199500000000002 0.08938500000000002 0.085355000000000028
decision_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 -2 7 8 -7 -9 13 12 -8 15 17 16 19 18 -15 -3
right_child=2 10 3 -5 -6 6 11 9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.0020600400577358282 0.00047286516304020682 -0.00018961205286423564 -0.0008827180242064938 4.8686718291611663e-05 -0.00042079808776805271 0.00014374415878203433 -1.0837279069766329e-05 -0.00055034014290409716 0.00079201190341733304 8.4176101046987104e-05 -0.00031450586004810248 0.0003407625706651919 -0.00032108648097120226 -6.5986814444387882e-05 0.00065680384940179355 0.00018928820101083839 -0.00060776991768289699 -0.00019676000414205948 0.00044254700720928574 0.00015339917736566954
leaf_weight=46 58 65 49 51 49 240 1499 46 77 937 90 66 93 65 52 62 49 56 46 50
leaf_count=46 58 65 49 51 49 240 1499 46 77 937 90 66 93 65 52 62 49 56 46 50
internal_value=0 -0.000184824 2.88979e-05 -0.000399516 4.31426e-05 5.09516e-05 4.2402e-05 0.000115277 0.000303792 5.36508e-05 -2.20597e-05 -1.42435e-05 -2.94754e-05 3.52471e-05 0.000175272 -9.68189e-05 -0.000209973 2.04324e-05 0.000137382 -3.33582e-05
internal_weight=0 581 3165 100 3065 3016 2958 1300 317 983 535 1658 1592 445 219 226 164 167 111 115
internal_count=3746 581 3165 100 3065 3016 2958 1300 317 983 535 1658 1592 445 219 226 164 167 111 115
is_linear=0
shrinkage=0.0995203


Tree=8880
num_leaves=17
num_cat=0
split_feature=28 18 18 18 22 1 1 2 5 5 9 25 5 24 2 2
split_gain=0.0141776 0.0122022 0.00334496 0.0135369 0.0025666 0.00131386 0.0050911 0.0118952 0.00113972 0.00116051 0.00133122 0.000964355 0.000922394 0.00087137 0.000505724 0.000733014
threshold=0.083225000000000021 0.26090000000000008 0.088735000000000022 0.090285000000000018 0.12577000000000002 -0.088694999999999982 -0.096749999999999989 -0.087804999999999994 -0.095169999999999991 -0.088604999999999989 0.095415000000000014 1.0000000180025095e-35 0.62720500000000012 -0.070455000000000004 -0.08040499999999999 -0.013944999999999999
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 12 -8 14 -10 -11 13 -1 -7 -5 -16
right_child=-2 -3 3 8 -6 11 7 -9 9 10 -12 -13 -14 -15 15 -17
leaf_value=6.2980362691834502e-05 -0.0014304696031130534 0.0012307294194934659 -0.0016456594367565559 0.00045764767922789121 -0.00068358147401701417 -0.00040515614393379489 0.0020209987269443823 0.00015435739388327638 -0.00053595899340305037 4.6786726669636657e-05 -0.00030229125702536849 0.00042639187570977182 -0.00037195771517262096 2.742874739338682e-05 -0.00018443694898779374 0.00034536667139628866
leaf_weight=350 67 82 58 46 46 47 46 132 62 306 165 59 56 2086 56 47
leaf_count=350 67 82 58 46 46 47 46 132 62 306 165 59 56 2086 56 47
internal_value=0 3.04325e-05 2.57089e-06 -0.000185518 5.21827e-05 6.46697e-05 0.000197557 0.000641347 -6.01416e-05 -0.000129063 -7.37637e-05 2.88919e-05 9.72546e-07 1.75131e-05 0.00018091 4.93703e-05
internal_weight=0 3644 3562 740 2822 2776 584 178 682 533 471 2192 406 2133 149 103
internal_count=3711 3644 3562 740 2822 2776 584 178 682 533 471 2192 406 2133 149 103
is_linear=0
shrinkage=0.0995203


Tree=8881
num_leaves=14
num_cat=0
split_feature=28 18 22 18 18 3 17 22 5 17 3 26 4
split_gain=0.0114965 0.00989385 0.00291827 0.00274534 0.0113046 0.00132849 0.00977486 0.00202272 0.0010134 0.00136943 0.00107437 0.000880527 0.00117073
threshold=0.083225000000000021 0.26090000000000008 0.13160500000000006 0.088735000000000022 0.090025000000000022 0.086015000000000022 -0.15313499999999999 0.079065000000000024 -0.095169999999999991 0.057560000000000014 0.089605000000000018 -0.2382 0.14699000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 -8 10 -10 -6 -7 -13
right_child=-2 -3 -4 4 8 11 7 -9 9 -11 -12 12 -14
leaf_value=0.0013504632102093268 -0.0012881089944687162 0.0011082470054099996 -0.00070377957341819875 -0.0016351030462730895 0.00050146313568449593 0.00038506756528447955 4.5616373140855267e-06 0.000647917795786056 -1.8924309746672973e-05 -0.00038604798837144641 -3.8347373709658112e-05 1.8959288897479292e-05 -0.00047327716547022512
leaf_weight=64 67 82 57 48 60 63 590 53 384 139 87 1968 49
leaf_count=64 67 82 57 48 60 63 590 53 384 139 87 1968 49
internal_value=0 2.74262e-05 2.31503e-06 1.40315e-05 -0.00015919 5.89513e-05 0.000176942 5.88642e-05 -5.22308e-05 -0.000118062 0.000176415 1.84522e-05 6.59527e-06
internal_weight=0 3644 3562 3505 718 2787 707 643 670 523 147 2080 2017
internal_count=3711 3644 3562 3505 718 2787 707 643 670 523 147 2080 2017
is_linear=0
shrinkage=0.0995203


Tree=8882
num_leaves=21
num_cat=0
split_feature=28 1 1 0 26 0 22 9 9 26 0 26 7 0 17 2 17 4 8 0
split_gain=0.00932217 0.00359681 0.0118621 0.00589815 0.00975608 0.014712 0.00208639 0.00166125 0.00208577 0.00125569 0.00150119 0.00321674 0.00144383 0.00106314 0.000792014 0.000665004 0.00149585 0.00112162 0.0014122 0.000391477
threshold=0.083225000000000021 -0.082849999999999993 -0.081744999999999998 -0.081909999999999997 0.10264000000000002 -0.082885 0.12953000000000006 0.084485000000000018 0.083715000000000026 0.11624000000000002 -0.069569999999999993 0.12158000000000002 -0.230575 -0.0033699999999999997 -0.015464999999999998 0.12875500000000004 -0.56368999999999991 0.10724500000000002 0.096835000000000018 -0.06340999999999998
decision_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 7 9 8 -1 12 11 -11 -4 -14 -9 16 -5 18 -18 -12
right_child=-2 2 6 15 -6 -7 -8 14 -10 10 19 -13 13 -15 -16 -17 17 -19 -20 -21
leaf_value=-5.4158708745310405e-05 -0.0011599161133414742 -0.0011922745079678374 0.00057444004117415573 0.00055911340763769809 0.0018579719414463021 0.0018778262323852761 -0.00064716293067811992 -1.8363122833738112e-05 0.00067847472442055282 -0.0010732821773651912 0.000317504494144461 -8.7965647724129868e-05 3.8318640299700015e-05 -0.00040781571850775602 -0.00053791099149028186 -0.00028965953212122436 -4.5899812760768059e-06 0.00043373574842046984 -0.00058342471359709594 -7.2434254235173175e-05
leaf_weight=92 67 85 49 49 46 50 48 72 64 47 48 116 2154 54 53 71 401 49 47 49
leaf_count=92 67 85 49 49 46 50 48 72 64 47 48 116 2154 54 53 71 401 49 47 49
internal_value=0 2.46967e-05 -3.55992e-05 0.000186269 0.000496414 0.000304721 2.41199e-06 2.18949e-05 0.000241161 1.51248e-05 -0.000191446 -0.000377098 3.92839e-05 2.7037e-05 -0.000245201 -1.90884e-06 3.401e-05 -1.61137e-05 -6.71433e-05 0.000112086
internal_weight=0 3644 2650 994 377 331 2565 281 156 2517 260 163 2257 2208 125 617 546 497 448 97
internal_count=3711 3644 2650 994 377 331 2565 281 156 2517 260 163 2257 2208 125 617 546 497 448 97
is_linear=0
shrinkage=0.0995203


Tree=8883
num_leaves=14
num_cat=0
split_feature=18 28 22 18 18 26 9 4 1 4 2 2 2
split_gain=0.00788113 0.00724865 0.00199032 0.00203376 0.00926925 0.000887587 0.00170036 0.000951545 0.00193223 0.00125421 0.000675576 0.0015478 0.00102907
threshold=0.26090000000000008 0.083225000000000021 0.13160500000000006 0.088735000000000022 0.090285000000000018 0.11861500000000001 0.11296000000000002 0.084755000000000025 -0.095674999999999996 0.10300500000000003 -0.080484999999999987 -0.077849999999999989 -0.081915000000000002
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 -9 12 -12 -6
right_child=-2 -3 -4 4 10 6 -8 9 -10 -11 11 -13 -14
leaf_value=0.00040155595420554954 0.00096766297913904664 -0.0010444810296187743 -0.00058298795668463861 -0.0013457936588330082 -2.5359544032880508e-05 6.4763321114345837e-05 -0.0006609787698425519 -0.0002325686295458134 6.4473940787904751e-05 5.1893462708382771e-05 -0.0004515506111707594 -1.9612695050425791e-06 0.00045090145723740828
leaf_weight=188 82 67 57 58 147 84 50 223 1757 485 98 352 63
leaf_count=188 82 67 57 58 147 84 50 223 1757 485 98 352 63
internal_value=0 -1.89301e-05 1.30325e-07 9.84684e-06 -0.000139216 4.85427e-05 -0.000199927 6.14012e-05 9.74765e-05 -3.65478e-05 -3.19424e-05 -0.000101691 0.000113621
internal_weight=0 3629 3562 3505 718 2787 134 2653 1945 708 660 450 210
internal_count=3711 3629 3562 3505 718 2787 134 2653 1945 708 660 450 210
is_linear=0
shrinkage=0.0995203


Tree=8884
num_leaves=22
num_cat=0
split_feature=4 28 5 17 2 2 17 26 26 9 21 9 8 5 20 8 9 9 8 17 26
split_gain=0.00461424 0.00197072 0.00160433 0.0141562 0.000931328 0.0012454 0.00126346 0.00130693 0.000712888 0.000653749 0.000647552 0.00151948 0.000588817 0.000906233 0.000686111 0.000445605 0.00165421 0.00281995 0.00140543 0.000666587 0.000506192
threshold=0.15221500000000004 0.084260000000000015 -0.11517000000000001 -0.030214999999999999 -0.083974999999999994 -0.083534999999999984 -0.53299999999999992 0.090020000000000031 0.096685000000000021 0.088995000000000019 -0.032929999999999994 0.11408000000000003 -0.097249999999999989 -0.49053999999999998 -0.042414999999999994 -0.086304999999999993 0.084435000000000024 0.083715000000000026 -0.085385000000000003 -0.0088649999999999996 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 2 3 -1 15 -6 7 -7 -8 12 -11 -12 13 -5 -14 16 17 -4 -17 -20 -18
right_child=-2 -3 4 9 5 6 8 -9 -10 10 11 -13 14 -15 -16 18 20 -19 19 -21 -22
leaf_value=-0.0018244132463395236 0.00088071486251171645 0.0005384606375690641 -4.6137768153676906e-05 0.00050668544559334661 0.00055941811065483773 0.00079393055272145442 0 6.9000009676563082e-05 0.00014539436779251679 -0.00048881502319155445 -0.00023856154445654474 0.00037288396185699375 -0.00020154404797664442 -2.5953483818846921e-05 0.00010011772117939979 0.00045215548815091534 0.00034842713162454059 -0.0010311125683704857 -0.00010052979794504127 0.00013191004233752832 -9.4583104681377132e-05
leaf_weight=46 61 68 82 62 51 46 1272 59 448 46 146 55 123 59 188 60 52 46 558 154 46
leaf_count=46 61 68 82 62 51 46 1272 59 448 46 146 55 123 59 188 60 52 46 558 154 46
internal_value=0 7.64216e-06 -2.15974e-06 -0.000134666 3.09818e-05 7.24731e-05 5.84167e-05 0.000394385 3.7431e-05 -1.89859e-05 -0.000149016 -6.71778e-05 5.34649e-05 0.000240204 -1.65568e-05 -4.61916e-05 -0.000169317 -0.000406509 -9.08663e-06 -4.91051e-05 0.00013213
internal_weight=0 3667 3599 725 2874 1876 1825 105 1720 679 247 201 432 121 311 998 226 128 772 712 98
internal_count=3728 3667 3599 725 2874 1876 1825 105 1720 679 247 201 432 121 311 998 226 128 772 712 98
is_linear=0
shrinkage=0.0995203


Tree=8885
num_leaves=19
num_cat=0
split_feature=29 2 2 2 23 2 0 0 0 21 26 2 26 2 9 2 8 8
split_gain=0.00381902 0.00124047 0.0156292 0.00115064 0.000723743 0.000670825 0.000645312 0.00331042 0.00175479 0.000868086 0.000733453 0.000589122 0.00104183 0.00402768 0.00209027 0.000720129 0.000694761 0.000497045
threshold=0.12951500000000005 -0.081864999999999993 -0.082139999999999991 -0.080974999999999991 0.086650000000000019 -0.08237499999999999 -0.082604999999999998 -0.082039999999999988 -0.083814999999999987 -0.032929999999999994 0.091195000000000012 -0.073884999999999992 0.096685000000000021 -0.076254999999999989 0.095415000000000014 -0.072624999999999981 -0.057284999999999996 -0.08176499999999999
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 11 6 8 -8 10 -9 -1 12 13 -5 -14 -13 -17 -3
right_child=-2 3 -4 4 -6 -7 7 9 -10 -11 -12 15 14 -15 -16 16 -18 -19
leaf_value=-4.2217217142507716e-05 0.00091155288797084523 0.00017411319280249518 -0.0018269222281943514 1.7137276458465077e-05 -0.00032678875990183883 0.00031254490776499414 -0.0008616330815331833 -0.00042030407451129176 0.00051417384102105763 1.2493240565571692e-05 0.00025397786035074774 0.000459544086673015 0.00062959842074987872 -0.00078422964693253109 -0.00011202642792811521 -6.6342332284387624e-07 0.00014626531850156212 0.00057539822439071171
leaf_weight=641 47 91 48 405 52 64 51 50 71 530 95 50 64 73 88 640 614 54
leaf_count=641 47 91 48 405 52 64 51 50 71 530 95 50 64 73 88 640 614 54
internal_value=0 8.36056e-06 -5.91193e-05 5.78267e-05 3.7601e-05 -2.07986e-06 -1.66519e-05 -9.24519e-05 4.16023e-05 -2.34055e-05 -2.87324e-06 4.78218e-05 -3.02438e-05 -0.000103535 0.000194851 8.61653e-05 7.0625e-05 0.000329203
internal_weight=0 3681 1550 2131 1986 1502 1438 631 807 580 736 1934 630 478 152 1304 1254 145
internal_count=3728 3681 1550 2131 1986 1502 1438 631 807 580 736 1934 630 478 152 1304 1254 145
is_linear=0
shrinkage=0.0995203


Tree=8886
num_leaves=17
num_cat=0
split_feature=29 28 5 5 3 3 9 3 5 17 1 9 26 29 8 9
split_gain=0.00309624 0.00155085 0.00130531 0.0126529 0.000703722 0.00139113 0.0017115 0.00085697 0.000813198 0.000736022 0.000729369 0.000993888 0.000781071 0.000616069 0.000683784 0.000670854
threshold=0.12951500000000005 0.080375000000000016 -0.16183 -0.24120999999999998 0.10807500000000002 0.11308000000000003 0.098720000000000016 0.10583000000000002 0.51775000000000015 0.0053950000000000014 -0.083284999999999984 0.091965000000000033 0.10924500000000002 -0.08070999999999999 0.10649000000000002 0.088995000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 7 6 -6 10 9 -7 11 -4 -12 -1 15 -15
right_child=-2 -3 4 -5 5 8 -8 -9 -10 -11 12 -13 -14 14 -16 -17
leaf_value=0.00025804142657841005 0.00082083496597560115 0.00045248799052157937 -2.2065941544467659e-05 -0.001619447617226921 0.0006925614177625205 0.00016801020257287147 -5.1990972678979673e-05 -0.00034085947968955511 -0.00035371919745163258 -0.00015681196928735792 2.3760665836224941e-05 -0.00036140786625666477 0.00023282970095157938 8.2485463080716331e-05 -0.00039910719197517393 -0.00019232434065394991
leaf_weight=81 47 76 680 52 81 283 46 70 46 89 1404 99 205 297 47 125
leaf_count=81 47 76 680 52 81 283 46 70 46 89 1404 99 205 297 47 125
internal_value=0 7.55064e-06 -1.60237e-06 -0.000135565 2.49801e-05 0.000127318 0.000416435 1.95623e-06 3.75174e-05 8.80968e-05 1.23481e-05 -6.62424e-05 5.09066e-05 3.24058e-06 -3.90201e-05 0
internal_weight=0 3681 3605 602 3003 545 127 2458 418 372 2388 779 1609 550 469 422
internal_count=3728 3681 3605 602 3003 545 127 2458 418 372 2388 779 1609 550 469 422
is_linear=0
shrinkage=0.0995203


Tree=8887
num_leaves=20
num_cat=0
split_feature=4 28 5 5 2 2 17 18 6 8 9 4 19 6 5 2 17 9 9
split_gain=0.00360987 0.00128564 0.00110914 0.0102476 0.00055054 0.00105442 0.000996655 0.00159409 0.000625829 0.000502487 0.000682056 0.000696666 0.00038737 0.00131157 0.000790604 0.00250255 0.00165655 0.000378858 0.00032706
threshold=0.15615500000000004 0.080375000000000016 -0.16183 -0.24120999999999998 -0.083974999999999994 -0.083534999999999984 -0.53299999999999992 -0.10872 0.10538000000000002 0.10649000000000002 0.088995000000000019 0.10533000000000002 0.082010000000000013 -0.01146 -0.021739999999999999 -0.089054999999999995 0.10932500000000002 0.094375000000000028 0.084535000000000013
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 12 -6 7 -7 -8 10 11 -1 14 -14 15 -4 -16 -12 -15
right_child=-2 -3 4 -5 5 6 8 -9 -10 -11 17 -13 13 18 16 -17 -18 -19 -20
leaf_value=0.00029652125725750567 0.00086484562483354747 0.0003944094202109945 0.00013744650647210365 -0.0014630227184922267 0.00049898073238210223 -6.1908816993316536e-05 4.4183377290520834e-05 0.00070147837399240319 -0.00012742848625095949 -0.00029416680343335809 -0.00038486498617583301 0 -0.00030186523868641082 0.00050401264101155295 -6.8392386472925973e-05 -0.00085798533953637852 0.00052856711029435283 -2.8493620400096337e-05 0.00010945771250775666
leaf_weight=125 49 82 51 52 51 49 1590 56 241 52 46 217 49 51 726 47 49 99 46
leaf_count=125 49 82 51 52 51 49 1590 56 241 52 46 217 49 51 726 47 49 99 46
internal_value=0 4.66046e-06 -3.99698e-06 -0.00012882 2.02718e-05 5.09505e-05 3.87252e-05 0.000337435 2.11484e-05 0 3.12962e-05 0.000109366 -3.87469e-05 0.000109235 -6.4433e-05 -0.000331601 -2.95928e-05 -0.000147195 0.000325344
internal_weight=0 3679 3597 591 3006 1987 1936 105 1831 539 487 342 1019 146 873 98 775 145 97
internal_count=3728 3679 3597 591 3006 1987 1936 105 1831 539 487 342 1019 146 873 98 775 145 97
is_linear=0
shrinkage=0.0995203


Tree=8888
num_leaves=18
num_cat=0
split_feature=21 3 3 8 0 2 3 18 12 8 8 18 4 4 4 1 4
split_gain=0.00217584 0.00181227 0.0189877 0.00128091 0.000866961 0.000960039 0.000744422 0.000633101 0.00051745 0.000762031 0.000781698 0.000839706 0.000521992 0.000439073 0.000865729 0.000666196 0.000734862
threshold=0.16638500000000003 0.084065000000000015 0.083815000000000014 -0.097249999999999989 1.0000000180025095e-35 0.41061500000000012 0.11896500000000003 0.098840000000000025 -0.082629999999999995 -0.085605000000000001 0.03530500000000001 -0.015069999999999998 0.07665000000000001 0.13271500000000006 0.11874000000000003 0.40780000000000011 0.10724500000000002
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 7 -3 -1 12 11 -11 -10 14 15 16 -5
right_child=-2 3 -4 13 -6 -7 -8 -9 9 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.00031726988268286762 -0.00057593522708013862 0.00013587937745850894 0.0020689978137503479 -1.6143098681559544e-05 -0.0001518415691073973 0.00062378300998233976 -9.3633703020045041e-05 0.00051424118007686133 -0.00033926591392652891 -1.067758641627755e-05 -0.00015953327746661669 0.00048901889382812265 2.6136599959685538e-05 -0.00025619271451112272 0.00038043206183218596 -0.00028765376296517776 0.00037646150393375396
leaf_weight=48 59 154 49 2586 67 54 80 67 67 50 49 84 83 74 55 88 48
leaf_count=48 59 154 49 2586 67 54 80 67 67 50 49 84 83 74 55 88 48
internal_value=0 3.26913e-05 0.000224837 7.19746e-06 0.000169194 0.00023209 0.000159099 0.000254291 -1.01903e-05 3.16151e-05 0.000169887 0.000296456 -0.000131619 -1.64938e-05 -9.81167e-06 -1.79976e-05 -8.67777e-06
internal_weight=0 3703 430 3273 422 355 301 221 381 333 183 134 150 2851 2777 2722 2634
internal_count=3762 3703 430 3273 422 355 301 221 381 333 183 134 150 2851 2777 2722 2634
is_linear=0
shrinkage=0.0995203


Tree=8889
num_leaves=23
num_cat=0
split_feature=21 3 3 8 0 2 3 5 12 4 4 6 21 21 19 26 8 8 8 8 1 5
split_gain=0.00176436 0.00162657 0.0140202 0.00105381 0.000707444 0.000773723 0.00060874 0.000553652 0.000442843 0.000478982 0.000926007 0.000761222 0.000418 0.00247071 0.000731581 0.000725772 0.000867898 0.000697825 0.00193004 0.000806321 0.000427794 0.000374476
threshold=0.16638500000000003 0.083955000000000016 0.083595000000000017 -0.097249999999999989 1.0000000180025095e-35 0.41061500000000012 0.11896500000000003 -0.014739999999999998 -0.082629999999999995 0.081905000000000019 0.10390500000000001 0.084050000000000027 0.10237500000000002 0.09865500000000002 0.12477000000000003 -0.011984999999999999 -0.071594999999999992 -0.064125000000000001 -0.012329999999999999 -0.070134999999999989 0.057265000000000017 -0.45822499999999994
decision_type=2 2 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 -3 -1 11 -11 -10 13 17 15 20 -17 19 -19 -5 -14 -12
right_child=-2 3 -4 12 -6 -7 -8 -9 9 10 21 -13 14 -15 -16 16 -18 18 -20 -21 -22 -23
leaf_value=-0.00028569511341533673 -0.00051861805857271231 0.00031011962735663098 0.0017603784440385797 -3.5228133175500801e-05 -0.00013673028204068145 0.0005617040104977407 -8.4315109684707302e-05 -6.3808268340385105e-05 -0.00034614538203736638 0.00052640674724042545 0.00023003948256435056 0.0001317854315668744 0.000132313541640714 -0.00070430471803313013 -0.00023255070321310592 0 0.00035625976520344053 0.00033459399432747799 -2.5656439937561058e-05 -0.00031178527395668679 -0.00025631300273727708 -0.00012021948285946789
leaf_weight=48 59 177 51 1435 67 54 80 46 65 47 48 64 47 53 65 110 166 191 630 114 64 81
leaf_count=48 59 177 51 1435 67 54 80 46 65 47 48 64 47 53 65 110 166 191 630 114 64 81
internal_value=0 2.93938e-05 0.000217936 6.05658e-06 0.0001527 0.000209311 0.000143807 0.000229316 -2.59116e-06 3.92789e-05 0.000147984 -0.000102687 -1.52853e-05 -3.19098e-05 7.20209e-05 0.000125292 0.000212584 -1.65277e-05 5.71563e-05 -5.61101e-05 -8.43844e-05 3.76353e-06
internal_weight=0 3703 404 3299 424 357 303 223 353 305 176 129 2875 2423 452 387 276 2370 821 1549 111 129
internal_count=3762 3703 404 3299 424 357 303 223 353 305 176 129 2875 2423 452 387 276 2370 821 1549 111 129
is_linear=0
shrinkage=0.0995203


Tree=8890
num_leaves=22
num_cat=0
split_feature=21 3 3 28 8 21 0 1 1 9 8 8 21 26 4 8 0 4 6 6 4
split_gain=0.00143788 0.00133065 0.0113684 0.000959526 0.000628139 0.000660565 0.000489936 0.000426057 0.00117601 0.00118268 0.000690228 0.000927229 0.000604219 0.000409514 0.000600915 0.000688704 0.000400483 0.000385394 0.000314775 0.00028602 0.000143786
threshold=0.20153000000000004 0.083955000000000016 0.083595000000000017 0.080375000000000016 -0.097249999999999989 0.091135000000000022 -0.095114999999999991 0.05340000000000001 0.059230000000000012 0.11408000000000003 -0.064125000000000001 -0.0077949999999999998 0.089350000000000027 0.09032500000000003 0.12205500000000002 -0.086404999999999996 -0.14909499999999998 0.07665000000000001 -0.023004999999999998 -0.10567 0.094995000000000024
decision_type=2 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 4 5 6 16 10 -9 -10 12 -12 -6 14 15 17 -3 -1 -17 -7 -8
right_child=-2 3 -4 -5 7 19 20 8 9 -11 11 -13 -14 -15 -16 18 -18 -19 -20 -21 -22
leaf_value=-0.00028287519183610064 -0.00051638357206512111 8.369130772504424e-05 0.0015851852889562752 0.00036926069659835007 -6.7592613506075206e-05 6.6743108154524353e-05 -7.8900117727831478e-05 -0.00052042144619211361 8.7799323272595847e-06 -0.00048876143425426221 0.00025785616306414025 9.3799142614130477e-06 0.00010374451272364857 -0.00027774942687394579 -0.00019898237098358286 0.00048904702573097285 0.00042145491862682395 0.00010562970430427345 0.00014384625080919475 -0.00023229378624901653 0.00015069892729090872
leaf_weight=47 49 61 51 70 1288 61 55 59 416 53 203 585 239 47 77 46 109 51 85 60 50
leaf_count=47 49 61 51 70 1288 61 55 59 416 53 203 585 239 47 77 46 109 51 85 60 50
internal_value=0 2.56909e-05 0.000196247 4.62012e-06 -3.00762e-06 0.00011412 0.00020021 -1.96102e-05 -0.000100297 -4.57e-05 -8.53738e-07 7.44298e-05 -4.02395e-05 -2.10245e-06 3.75603e-05 0.000120671 0.000305073 -7.23408e-05 0.000271311 -7.47742e-05 2.26363e-05
internal_weight=0 3713 404 3309 3239 396 275 2843 528 469 2315 788 1527 353 306 229 170 98 131 121 105
internal_count=3762 3713 404 3309 3239 396 275 2843 528 469 2315 788 1527 353 306 229 170 98 131 121 105
is_linear=0
shrinkage=0.0995203


Tree=8891
num_leaves=29
num_cat=0
split_feature=18 3 2 21 9 8 17 17 17 2 2 2 26 2 17 9 3 17 26 26 26 26 8 3 2 3 3 9
split_gain=0.00178111 0.014081 0.00143727 0.00111241 0.001041 0.000610027 0.00108751 0.00137017 0.00151544 0.00100049 0.000680072 0.00152308 0.00224484 0.00127988 0.00149605 0.000938153 0.000601288 0.00142756 0.000862229 0.000590753 0.000543997 0.000458854 0.000412715 0.00080693 0.000540825 0.000443721 0.00129006 0.000223029
threshold=-0.093649999999999997 0.083955000000000016 0.096520000000000022 0.15665000000000004 0.083760000000000015 -0.097249999999999989 -0.000475 -0.0042049999999999995 -0.0065549999999999992 -0.085089999999999985 -0.079739999999999991 -0.087444999999999995 0.085005000000000011 -0.077354999999999993 0.060860000000000011 0.11408000000000003 0.098455000000000029 -0.43873000000000001 0.095525000000000013 0.090545000000000028 0.085235000000000019 0.082850000000000021 -0.49499500000000002 0.13977500000000004 0.41639000000000009 0.094185000000000033 0.087045000000000025 0.085665000000000033
decision_type=2 2 2 2 2 2 2 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 -3 22 7 8 9 -7 11 21 -13 14 -12 -15 17 -6 19 -18 -19 -8 24 25 -2 26 -24 -27
right_child=3 2 -4 -5 16 6 10 -9 -10 -11 13 12 -14 15 -16 -17 18 20 -20 -21 -22 -23 23 -25 -26 27 -28 -29
leaf_value=0.001569238541794605 0.0001559115765008247 -0.00038516442712615033 0.00041102416999849365 -0.0004787889770524941 0.00058888046508063444 -8.1323501690188992e-05 -5.1304921183200611e-05 0.00043555453910312 -0.00049518326920318107 0.00010077706556082081 0.00067453370743124027 -0.00081950682898834196 -0.00016549603323508884 -3.6589059935969387e-05 -7.1655865673819321e-05 -0.00037321846986659136 -0.00013183682095489654 0.00013781473308032091 -0.0004568548687800192 0.00028069253298083533 -0.00027781644044611335 0.00031504517244100344 -5.2276385378095428e-05 0.00048945701072452522 -0.00030178511905761164 5.617281811983888e-05 0.00047807753935678768 -0.00020349149789659831
leaf_weight=64 48 80 75 50 51 469 107 80 56 811 51 70 222 586 52 97 97 74 52 53 53 48 98 59 52 68 81 58
leaf_count=64 48 80 75 50 51 469 107 80 56 811 51 70 222 586 52 97 97 74 52 53 53 48 98 59 52 68 81 58
internal_value=0 0.000174097 5.67111e-06 -1.29136e-05 -5.86395e-05 -5.1679e-06 -2.38557e-05 3.52295e-05 1.06452e-05 3.34147e-05 -9.23741e-05 -0.000190809 -0.000325083 -3.53523e-05 0.000289869 -8.55959e-05 7.94837e-06 0.000143297 -0.000107267 8.46609e-06 -2.91918e-05 5.6864e-05 9.97572e-05 0.000149715 -7.39045e-05 8.13109e-05 0.000183143 -5.68582e-05
internal_weight=0 599 535 3163 460 3113 2649 1416 1336 1280 1233 447 292 786 103 683 380 178 202 150 127 155 464 364 100 305 179 126
internal_count=3762 599 535 3163 460 3113 2649 1416 1336 1280 1233 447 292 786 103 683 380 178 202 150 127 155 464 364 100 305 179 126
is_linear=0
shrinkage=0.0995203


Tree=8892
num_leaves=37
num_cat=0
split_feature=17 17 1 3 3 4 3 17 17 17 3 6 6 8 6 3 6 6 26 18 18 3 18 26 8 17 1 18 3 3 3 17 26 1 17 3
split_gain=0.00872342 0.0207971 0.0287324 0.00715648 0.0106126 0.00209981 0.0028726 0.000950506 0.00562655 0.00171144 0.00100179 0.000990214 0.00130462 0.000966628 0.000933279 0.000807179 0.00205136 0.00139338 0.0012283 0.003197 0.00151172 0.00148355 0.000800465 0.00100197 0.000797766 0.000771891 0.000767414 0.000763704 0.000713318 0.000489856 0.000774696 0.000674289 0.000558223 0.000333381 0.000319356 0.000314377
threshold=-0.09744499999999999 -0.13530499999999998 -0.088909999999999989 0.085505000000000012 0.08345000000000001 0.10343500000000001 0.11275500000000002 0.066010000000000027 0.084010000000000015 0.048755000000000014 0.086465000000000028 0.086420000000000011 0.087515000000000023 -0.26194999999999996 0.084985000000000019 0.087625000000000022 -0.0093650000000000001 0.08846500000000003 0.09032500000000003 -0.014825 -0.067359999999999989 0.096385000000000012 -0.06656999999999999 0.085155000000000022 -0.080835000000000004 -0.084209999999999993 -0.085349999999999995 -0.020999999999999998 0.094685000000000033 0.090205000000000021 0.097880000000000023 -0.35269999999999996 0.09032500000000003 -0.09225499999999999 -0.21387500000000001 0.13345500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 29 -7 9 -9 10 11 14 -13 35 25 16 -10 -18 19 -17 -20 -22 23 -15 -21 -2 -14 -24 -11 33 32 -32 -31 -5 -35 -12
right_child=7 2 -4 5 -6 6 -8 8 15 28 13 12 26 22 -16 18 17 -19 20 24 21 -23 27 -25 -26 -27 -28 -29 -30 30 31 -33 -34 34 -36 -37
leaf_value=-4.8758349375393819e-05 0.00027703465289942745 -0.00024750275825141649 -0.0033047889432363748 0 -0.0019596231946891534 -0.0010245195245916707 6.1190040738494326e-05 0.0010830547912034558 0.00066982668042634829 -0.00016352675189538259 -1.7757567144576283e-05 -0.00069277004874004021 -0.00039328933930623877 0.00013656871994461269 0.00032907407862482535 -0.00064602139384574669 -0.00044534171806738526 0.00032271977240726463 0.00054416953186946389 0.00021481651109837757 0.00041200052630930905 -0.00019582930377886319 0.00048368389375222598 -0.0002328156744213906 -0.00015833255824938125 -0.00014929927699766489 0.00011970868260208628 0.00010829831586794438 -0.00068951896886748306 -0.0004023421863540338 8.9872952343296887e-06 0.00041878713398663478 0 0.00010530931603014166 0.00046207675250063631 -0.00038913267119981837
leaf_weight=70 49 75 52 59 50 46 48 56 66 70 46 56 50 137 67 89 46 47 71 133 59 122 59 152 97 264 65 862 46 72 289 47 59 59 55 56
leaf_count=70 49 75 52 59 50 46 48 56 66 70 46 56 50 137 67 89 46 47 71 133 59 122 59 152 97 264 65 862 46 72 289 47 59 59 55 56
internal_value=0 -0.000316848 -0.00150575 -0.000139085 -0.000851774 -2.14542e-05 -0.000461406 2.83765e-05 0.00012103 -8.00917e-06 1.46616e-05 -9.73725e-05 -0.000296366 6.23365e-05 -5.67125e-06 4.61096e-05 0.000244596 -4.83792e-05 -7.72686e-06 -0.00013882 0.000154972 0 8.7629e-05 -5.4877e-05 5.38857e-05 -7.99415e-05 -9.62155e-05 0.000133235 -0.000379167 4.18847e-05 -9.4478e-06 6.87469e-05 -0.000216257 0.000185185 0.000284615 -0.000229676
internal_weight=0 981 127 854 120 734 94 2765 786 1979 1863 551 171 1312 380 730 159 93 571 319 252 181 1210 289 230 313 115 921 116 640 467 336 131 173 114 102
internal_count=3746 981 127 854 120 734 94 2765 786 1979 1863 551 171 1312 380 730 159 93 571 319 252 181 1210 289 230 313 115 921 116 640 467 336 131 173 114 102
is_linear=0
shrinkage=0.0995203


Tree=8893
num_leaves=30
num_cat=0
split_feature=17 17 2 3 26 4 9 2 2 18 20 0 18 20 26 17 5 2 3 2 1 20 17 5 9 8 20 20 20
split_gain=0.00714367 0.0189561 0.0355098 0.00581891 0.00891887 0.0016986 0.00306051 0.00114909 0.0124862 0.000743563 0.000688731 0.000896854 0.00107494 0.000747135 0.000665297 0.00164399 0.000824104 0.00186523 0.00135964 0.0010582 0.00101169 0.000858586 0.000682696 0.000615505 0.000993371 0.000518069 0.000463212 0.00118945 0.000842463
threshold=-0.098644999999999997 -0.13530499999999998 -0.082594999999999988 0.085505000000000012 0.08494500000000002 0.10343500000000001 0.095415000000000014 -0.081204999999999986 -0.080874999999999989 -0.091869999999999993 1.0000000180025095e-35 -0.08269 -0.037059999999999989 -0.01137 0.091195000000000012 -0.008454999999999999 -0.088604999999999989 -0.083534999999999984 0.083875000000000019 -0.082644999999999982 -0.088495000000000004 -0.0093149999999999986 0.0065250000000000013 -0.0078499999999999976 0.08597500000000001 -0.028454999999999998 -0.097019999999999995 -0.085349999999999995 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 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 10 -7 14 -9 -10 11 13 -13 -5 16 -16 19 18 -18 21 -20 -2 -17 24 -19 -23 -11 -28 -29
right_child=7 2 -4 5 -6 6 -8 8 9 26 -12 12 -14 -15 15 22 17 23 20 -21 -22 25 -24 -25 -26 -27 27 28 -30
leaf_value=-7.9632879260131635e-05 0.00016295489735074879 -0.0036308698392936377 -5.9157608034423988e-05 7.6740127996429523e-05 -0.0018567528292856624 -0.00099680541247807266 0.00012625307421282417 0.0016604463868940724 0.00037488812344774235 0.00026141494869171754 -0.000268993187264997 0.00011299205662644036 -0.00021612391215650512 0.00059285488957577445 0.00045127503466812639 -0.00037887145204504682 -0.00047498085372384109 -0.00059939585045200978 -0.00029740025522295699 0.00040879273785555682 8.2997762214908884e-05 -8.1478427443236532e-06 0.00011588467757330618 -0.00069177930355765612 2.3999810704541342e-06 -0.00048415231292259822 -0.00046767591079897972 0.00037149276887268786 3.9110160186098228e-06
leaf_weight=74 91 46 70 66 46 46 48 48 60 73 64 313 143 54 83 56 65 49 85 66 370 48 51 62 55 50 51 65 1348
leaf_count=74 91 46 70 66 46 46 48 48 60 73 64 313 143 54 83 56 65 49 85 66 370 48 51 62 55 50 51 65 1348
internal_value=0 -0.000288217 -0.00148258 -0.000125026 -0.000767685 -1.88439e-05 -0.00041462 2.53135e-05 7.86028e-05 3.05457e-05 3.80066e-05 7.3539e-05 7.9872e-06 0.000315814 -5.14702e-05 0.000116574 -8.62705e-05 -0.000143427 -4.89301e-05 6.42819e-05 1.01352e-05 -5.16922e-05 -0.000135402 -0.000434511 -0.000273267 -0.000259361 1.65709e-05 3.80301e-06 2.13997e-05
internal_weight=0 970 116 854 120 734 94 2776 1645 1597 640 576 456 120 1131 190 941 686 520 255 455 189 107 166 104 98 1537 1464 1413
internal_count=3746 970 116 854 120 734 94 2776 1645 1597 640 576 456 120 1131 190 941 686 520 255 455 189 107 166 104 98 1537 1464 1413
is_linear=0
shrinkage=0.0995203


Tree=8894
num_leaves=24
num_cat=0
split_feature=18 8 17 5 17 2 8 8 18 18 2 17 3 3 5 3 2 2 3 19 0 3 17
split_gain=0.00630477 0.0172651 0.0279192 0.064422 0.00120936 0.00104828 0.00102772 0.0153522 0.00101535 0.000851373 0.000743743 0.00104771 0.000894954 0.000646418 0.00146454 0.00100496 0.000799618 0.000789475 0.000684379 0.000874634 0.000509127 0.000844297 0.000350108
threshold=-0.087989999999999985 -0.080569999999999989 -0.10071499999999999 0.066275000000000014 -0.56005499999999986 -0.23128999999999997 -0.088634999999999992 -0.089594999999999994 0.23251500000000005 -0.092084999999999986 -0.073884999999999992 0.51174000000000019 0.094285000000000022 0.090835000000000013 0.066815000000000027 0.097595000000000029 -0.08342999999999999 -0.065999999999999989 0.12168500000000003 -0.016414999999999996 -0.095339999999999994 0.10749000000000002 -0.0014149999999999998
decision_type=2 2 2 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 -6 7 20 10 -4 12 -12 -8 14 16 -15 -3 18 19 -17 21 -7 -22
right_child=4 13 9 -5 5 6 8 -9 -10 -11 11 -13 -14 15 -16 17 -18 -19 -20 -21 22 -23 -24
leaf_value=-0.0049558886483672742 -0.00043987590565504732 0.00033111819302128638 -0.00033288531957953004 9.0362975646915335e-05 0.00046994245102297395 0.00020728420101009498 -6.2148726117836464e-06 0.0017672358079475956 -0.00041603372303131419 0.00014415892267078195 3.1774261576962657e-05 0.00044041572041639114 -0.00020811181492149652 0.00039261116155938042 -0.00043807319628512995 -0.00035083157989547042 -0.00018451862538458312 -0.0002566666670508319 0.00043454297717980723 0.00017590717176608605 1.5759315885167765e-06 -9.8847855649311845e-05 -0.00018557944482196445
leaf_weight=47 56 65 79 53 52 220 906 52 62 67 701 69 290 83 89 47 53 84 48 93 210 146 174
leaf_count=47 56 65 79 53 52 220 906 52 62 67 701 69 290 83 89 47 53 84 48 93 210 146 174
internal_value=0 -0.000296347 -0.000991701 -0.00227319 1.73512e-05 2.65196e-05 1.80826e-05 0.0001136 -1.92874e-05 -0.000108361 -6.35911e-06 6.9456e-05 -5.58543e-05 6.56785e-06 -0.00013162 8.94509e-05 9.25811e-05 -4.7897e-08 0.000110257 0 0 8.29293e-05 -8.1097e-05
internal_weight=0 808 246 100 2938 2882 2830 802 2028 146 1966 770 1196 562 207 355 118 272 188 140 750 366 384
internal_count=3746 808 246 100 2938 2882 2830 802 2028 146 1966 770 1196 562 207 355 118 272 188 140 750 366 384
is_linear=0
shrinkage=0.0995203


Tree=8895
num_leaves=36
num_cat=0
split_feature=18 8 6 2 3 26 26 17 4 3 18 3 18 3 6 17 17 2 1 1 17 0 3 3 3 3 17 8 4 21 21 2 8 26 18
split_gain=0.00510841 0.0139892 0.0301843 0.0154793 0.00102353 0.00286618 0.0129185 0.00131127 0.00232813 0.00119572 0.00101491 0.00111894 0.000886591 0.00119995 0.000957995 0.000885734 0.000800337 0.00106893 0.000926137 0.00163852 0.00147414 0.000684512 0.000545456 0.00147467 0.00135336 0.00126081 0.0014786 0.000712842 0.00133495 0.00142663 0.000684229 0.000520642 0.000480441 0.000472537 0.000146989
threshold=-0.087989999999999985 -0.080569999999999989 0.08866000000000003 -0.088385000000000005 0.091405000000000028 0.091195000000000012 0.092385000000000023 -0.24445500000000001 0.094025000000000011 0.091975000000000015 0.090795000000000028 0.088745000000000032 -0.070914999999999992 0.092735000000000026 0.11884000000000002 -0.092649999999999996 -0.096019999999999994 -0.08385999999999999 -0.085014999999999993 -0.08616 -0.011174999999999999 -0.15034 0.092200000000000018 0.089655000000000026 0.097595000000000029 0.088185000000000027 -0.11741999999999998 -0.00076499999999999995 0.09939000000000002 0.11347500000000002 0.10940500000000002 -0.086304999999999993 -0.073999999999999996 0.084815000000000015 -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 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 16 -7 8 32 -9 11 -8 -11 -14 -15 -5 17 33 19 20 -18 -20 23 25 -24 26 -3 30 29 -29 -26 -23 -6 -2 -17
right_child=4 22 -4 15 7 6 10 9 -10 12 -12 -13 13 14 -16 34 18 -19 21 -21 -22 31 24 -25 27 -27 -28 28 -30 -31 -32 -33 -34 -35 -36
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leaf_weight=47 60 60 47 51 57 46 74 60 50 85 74 61 55 1065 122 47 86 64 68 55 49 132 57 47 48 47 79 48 51 46 79 548 62 65 54
leaf_count=47 60 60 47 51 57 46 74 60 50 85 74 61 55 1065 122 47 86 64 68 55 49 132 57 47 48 47 79 48 51 46 79 548 62 65 54
internal_value=0 -0.000266754 -0.000892675 -0.000352299 1.55967e-05 7.81245e-05 0.000379509 -3.94129e-05 -0.000301259 -6.91788e-06 4.31783e-05 0.000208866 1.21306e-05 3.40035e-05 1.22391e-05 0.00013074 9.20546e-06 0.000196581 -2.76767e-05 -0.000224267 -3.13381e-05 2.11649e-05 5.76928e-06 -0.000109164 8.9654e-05 1.23938e-05 -0.000133729 0 -0.00015351 -0.000379417 0.000169371 -7.76752e-06 -5.4455e-05 2.03711e-05 -3.24481e-05
internal_weight=0 808 246 199 2938 1382 255 1556 169 1387 209 135 1327 1242 1187 152 1127 189 938 190 135 748 562 233 329 186 139 272 145 94 127 680 119 125 101
internal_count=3746 808 246 199 2938 1382 255 1556 169 1387 209 135 1327 1242 1187 152 1127 189 938 190 135 748 562 233 329 186 139 272 145 94 127 680 119 125 101
is_linear=0
shrinkage=0.0995203


Tree=8896
num_leaves=32
num_cat=0
split_feature=18 6 0 0 18 2 0 3 3 0 26 18 26 21 20 26 26 0 2 2 21 3 21 0 1 0 3 4 0 8 21
split_gain=0.000949476 0.00115993 0.000812324 0.00159637 0.00137116 0.00104758 0.00123188 0.00214241 0.0012638 0.000981283 0.000753637 0.00128919 0.00123085 0.000812134 0.00192846 0.00134213 0.000750674 0.0022485 0.000744358 0.00101475 0.000612854 0.00112464 0.00112335 0.000807431 0.0013212 0.000976847 0.000796145 0.000525322 0.000459388 0.000487117 0.000712237
threshold=-0.07989499999999998 0.11816500000000002 -0.082494999999999999 -0.082039999999999988 -0.064454999999999998 -0.082139999999999991 -0.070134999999999989 0.090295000000000028 0.092395000000000019 -0.079665 0.08734500000000002 -0.084954999999999989 0.084495000000000028 -0.015149999999999999 -0.085594999999999991 0.082850000000000021 0.085155000000000022 -0.081854999999999997 -0.080069999999999988 -0.077544999999999989 -0.079279999999999989 0.10525500000000003 -0.029689999999999998 -0.085894999999999985 -0.083284999999999984 -0.086474999999999996 0.088605000000000017 0.10333000000000002 -0.067059999999999995 -0.079434999999999992 0.11754000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 6 7 -5 -8 -7 12 28 13 -1 -15 -16 -14 -18 -11 -20 21 26 -22 25 -25 -24 -6 -10 29 -12 -31
right_child=2 -3 3 5 20 9 8 -9 27 18 11 -13 16 14 15 -17 17 -19 19 -21 22 -23 23 24 -26 -27 -28 -29 -30 30 -32
leaf_value=-0.00023638722712221346 0.00057476579473800932 0.00055543239915381527 -0.00063444627290997391 -3.7370291151374565e-05 0.00012742618984298281 -0.00044514594409659374 -0.00038072626187823721 0.00076352541949941755 0.00028774498200884527 -0.0004350460229904725 0.00016262469286814927 -0.00050197494246244508 0.00064507586541467769 0.00060851788351256751 9.8532351355963541e-05 -0.00047915854823844871 -0.00021910077626070728 0.00070755870950755671 0.00033956677932437947 -8.2821933468468062e-05 -0.00048313348898229488 -0.0001196242577479868 3.0703146802570135e-05 0.0001138954272610903 -0.00035566163457952712 0.00044914308945575215 0.00071621676744119034 -0.00010492232411779546 0.00023672378132721432 -0.00033050599888700803 0.00013716185761061074
leaf_weight=76 46 54 48 67 52 79 74 62 83 52 74 51 65 66 292 46 56 47 62 574 46 61 1016 103 134 59 47 53 84 85 49
leaf_count=76 46 54 48 67 52 79 74 62 83 52 74 51 65 66 292 46 56 47 62 574 46 61 1016 103 134 59 47 53 84 85 49
internal_value=0 0.000103751 -7.64284e-06 -7.12322e-05 3.87532e-05 -4.60487e-05 9.8365e-05 0.000341211 -4.69133e-05 -0.000110944 7.83121e-05 -3.91153e-05 0.000141732 5.85589e-05 0.00011607 1.74897e-05 0.000374498 0.000195796 -7.13794e-05 -4.03585e-05 2.19711e-05 0.000206196 0 1.72142e-05 -0.000148138 5.44302e-05 0.000415222 0.000128701 3.89232e-05 -3.70221e-05 -0.000153384
internal_weight=0 1045 2718 1154 1564 1106 339 129 210 767 991 343 648 480 404 338 168 103 688 636 1518 160 1358 1312 237 1075 99 136 292 208 134
internal_count=3763 1045 2718 1154 1564 1106 339 129 210 767 991 343 648 480 404 338 168 103 688 636 1518 160 1358 1312 237 1075 99 136 292 208 134
is_linear=0
shrinkage=0.0995203


Tree=8897
num_leaves=32
num_cat=0
split_feature=17 21 17 19 6 20 17 17 0 21 3 3 1 5 6 6 17 6 17 5 0 8 3 20 0 3 6 3 0 9 5
split_gain=0.00139036 0.00135422 0.000660893 0.000908078 0.000670391 0.00172841 0.00199259 0.000570495 0.000659216 0.00089792 0.00143184 0.000947309 0.00092343 0.00165281 0.000702398 0.00118969 0.00076406 0.00175776 0.00134768 0.000733661 0.00070028 0.000655945 0.000453053 0.00183407 0.00116126 0.000400311 0.000934083 0.000598635 0.00044881 0.000469367 0.0003509
threshold=-0.084209999999999993 -0.084204999999999988 -0.46159 0.088935000000000028 -0.070864999999999997 0.0013750000000000004 -0.098644999999999997 -0.078119999999999995 -0.100285 0.084485000000000018 0.092735000000000026 0.099145000000000025 -0.018369999999999997 -0.41397 0.11642500000000001 0.11056500000000001 0.043850000000000007 0.089810000000000015 0.0053950000000000014 -0.049719999999999993 -0.15468499999999999 -0.077604999999999993 0.10871500000000002 -0.071149999999999991 -0.088329999999999992 0.10892000000000003 -0.070864999999999997 0.088535000000000016 -0.080074999999999993 0.090465000000000031 -0.11517000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 4 5 6 -4 -2 9 12 -11 -12 -9 20 15 16 18 -18 -10 -16 -14 -21 24 -24 -6 27 -27 -3 -29 -30 -13
right_child=7 2 3 -5 22 -7 -8 8 14 10 11 30 13 -15 19 -17 17 -19 -20 21 -22 -23 23 -25 -26 26 -28 28 29 -31 -32
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leaf_weight=49 72 55 66 47 55 55 66 76 1056 82 47 114 93 51 46 52 392 165 82 47 92 55 53 71 345 76 83 46 55 73 46
leaf_count=49 72 55 66 47 55 55 66 76 1056 82 47 114 93 51 46 52 392 165 82 47 92 55 53 71 345 76 83 46 55 73 46
internal_value=0 0.000109586 8.68483e-05 0.000141041 0.000169764 0.000333718 0.000530235 -2.0198e-05 -1.18893e-05 7.8463e-05 0.000205294 6.14077e-05 -3.6394e-05 -0.000135849 -4.09766e-05 -5.89582e-05 -4.40465e-05 -0.000139577 1.99233e-06 0.000165748 0 0.000317228 0.000109691 -5.15658e-05 0.000161727 -1.69129e-05 0.000101841 -0.000102941 -0.000195664 -9.17893e-05 0.000180111
internal_weight=0 1195 1146 758 711 187 132 2568 2496 601 289 207 312 236 1895 1747 1695 557 1138 148 185 102 524 124 400 388 159 229 174 128 160
internal_count=3763 1195 1146 758 711 187 132 2568 2496 601 289 207 312 236 1895 1747 1695 557 1138 148 185 102 524 124 400 388 159 229 174 128 160
is_linear=0
shrinkage=0.0995203


Tree=8898
num_leaves=32
num_cat=0
split_feature=17 17 17 26 26 9 9 26 5 3 5 5 17 21 3 3 9 18 8 3 1 18 17 20 20 21 26 9 9 5 9
split_gain=0.00120427 0.000859477 0.000607501 0.00057454 0.00203249 0.00346983 0.00272349 0.00153255 0.00124438 0.00144013 0.000770209 0.00257646 0.000630966 0.000531052 0.000999465 0.000866262 0.000605908 0.00112591 0.00111253 0.00102885 0.000579262 0.000754231 0.000708561 0.000550588 0.000424383 0.000621307 0.00254774 0.000702477 0.00119291 0.000456678 0.000392859
threshold=-0.57205499999999987 -0.040099999999999997 -0.46159 0.11538500000000003 0.12158000000000002 0.11408000000000003 -1.0000000180025095e-35 0.096685000000000021 -0.084089999999999984 0.097095000000000029 0.054660000000000007 0.0076350000000000012 0.41106500000000007 0.083545000000000022 0.086605000000000029 0.08895500000000002 0.084055000000000032 -0.088184999999999999 -0.080055000000000001 0.091065000000000021 -0.14482999999999999 -0.089929999999999996 -0.14679499999999998 -0.074014999999999984 -0.083495 0.089350000000000027 0.090845000000000023 0.095415000000000014 0.08888500000000002 0.41488500000000011 0.09667000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 24 7 30 6 -6 10 -9 -10 11 12 -3 16 -15 -16 20 18 -18 -19 22 -22 -4 -17 -2 27 -27 28 -26 -28 -5
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leaf_value=0.00049946080531673362 -0.00031048233945398565 -5.2019317571328634e-05 -0.00020995576812625971 -0.00030586620945854932 -0.00011830593772146039 -0.00061397602844079206 0.00086986810867182868 -8.0000562856786061e-05 0.00075312815714865969 9.6908737431757722e-05 0.00027465284554684837 -0.00073763044494440399 0.00015770870875554194 0.00049300139381061104 -0.00025598637148728 0.00031766484982379798 0.00064261664653414777 0.00014134406656934276 8.6995469791263254e-05 -0.00024796073870513263 -0.00049851920535146066 0 0.00029228768250161736 5.1074226662360206e-05 0 0.00070487073503456828 -0.00037945543537345783 0.00015368318895947478 -0.00066557049813964963 4.4622090972123783e-05 -0.00076136146586892634
leaf_weight=51 50 1456 46 46 54 53 54 73 67 72 73 53 156 88 52 150 67 190 85 104 56 70 67 175 62 53 46 53 46 49 46
leaf_count=51 50 1456 46 46 54 53 54 73 67 72 73 53 156 88 52 150 67 190 85 104 56 70 67 175 62 53 46 53 46 49 46
internal_value=0 1.19259e-05 6.99406e-05 -2.74411e-05 -0.00016872 3.97912e-05 0.000368201 -8.69132e-06 0.000243382 0.000419105 -3.99101e-05 -5.41934e-05 -3.12152e-05 0.000105425 0.000188127 0.000114792 4.80894e-05 0.000117345 0.000337293 8.46342e-07 -7.77245e-05 -0.000226202 8.05901e-05 0.000176635 -4.14487e-05 0 0.000149255 -0.000133203 -0.000281569 -0.000152104 -0.000542512
internal_weight=0 3712 1509 2203 253 161 108 1950 212 139 1738 1665 1612 1150 465 377 685 446 152 294 239 126 113 325 359 309 148 161 108 95 92
internal_count=3763 3712 1509 2203 253 161 108 1950 212 139 1738 1665 1612 1150 465 377 685 446 152 294 239 126 113 325 359 309 148 161 108 95 92
is_linear=0
shrinkage=0.0995203


Tree=8899
num_leaves=30
num_cat=0
split_feature=28 5 0 0 5 9 4 3 2 3 5 0 0 4 2 2 2 2 0 3 3 6 3 3 3 3 0 2 9
split_gain=0.000582859 0.00048145 0.000994505 0.000703353 0.000655705 0.00169591 0.002965 0.00119525 0.00361055 0.00210914 0.000423547 0.000814673 0.000711441 0.000501713 0.000413795 0.00158503 0.00137952 0.00089628 0.000900822 0.000518844 0.00200469 0.00467961 0.00264866 0.00156774 0.000645261 0.0011074 0.000833952 0.000538768 0.000347229
threshold=0.079615000000000019 -0.010764999999999999 -0.085894999999999985 -0.085474999999999982 -0.067559999999999995 0.11351500000000002 0.14068000000000006 0.092635000000000023 -0.081559999999999994 0.097095000000000029 -0.01504 -0.086855000000000002 -0.087724999999999984 0.11378500000000003 -0.084804999999999992 -0.085944999999999994 -0.086609999999999993 -0.10018999999999999 -0.084665000000000004 0.09742000000000002 0.10871500000000002 0.10877500000000002 0.11275500000000002 0.09587500000000003 0.090835000000000013 0.088535000000000016 -0.079564999999999983 -0.078289999999999985 0.098720000000000016
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 -5 8 -6 -9 11 12 13 -1 15 16 17 28 -19 23 21 -21 -22 24 25 -16 -26 -24 -3
right_child=-2 14 3 4 7 -7 -8 9 -10 -11 -12 -13 -14 -15 19 -17 -18 18 -20 20 22 -23 27 -25 26 -27 -28 -29 -30
leaf_value=8.9131393696474263e-05 0.00027188189156756144 3.3631361493779616e-05 -0.00047992754404742305 -0.00017579732559938233 7.3760617964020584e-05 -0.00070984702695711275 0.00066471045313008944 0.00066629357587272926 -0.00091524889242254614 -5.5414263500174461e-05 -0.00019693170441592098 0.00040851502858243766 -0.00032518356170071165 -9.6405719375813865e-05 3.8629722069836071e-05 0.00053396272261581681 -0.00043056821679566637 -2.0140872639185115e-05 0.00039235668252947609 -1.0300507163148383e-05 -0.00073108462911092786 0.0012290211018851623 0.00038643627616772095 -0.00056753348792108619 0.00052022801190807833 -0.00034900007779789272 -1.1882049864285946e-05 1.0918285681431195e-05 -0.00026390516958285193
leaf_weight=784 87 192 46 410 173 49 46 65 46 100 68 62 51 173 276 79 52 75 150 84 47 46 46 53 49 98 65 243 48
leaf_count=784 87 192 46 410 173 49 46 65 46 100 68 62 51 173 276 79 52 75 150 84 47 46 46 53 49 98 65 243 48
internal_value=0 1.06391e-05 -2.0751e-05 -9.70602e-05 -7.63284e-05 -0.000151055 -8.9214e-05 1.98129e-05 -0.000130239 0.000223934 4.12265e-05 5.71269e-05 3.47016e-05 5.47358e-05 5.17436e-05 0.00011763 5.24292e-05 0.000108202 0.000251219 1.19352e-05 8.95665e-05 0.000421932 -3.65909e-05 -5.34208e-05 7.37742e-07 -6.07529e-05 0.000209651 7.3522e-05 -2.2465e-05
internal_weight=0 3676 2073 935 889 505 456 384 219 165 1138 1070 1008 957 1603 596 517 465 225 1007 466 130 336 541 488 374 114 289 240
internal_count=3763 3676 2073 935 889 505 456 384 219 165 1138 1070 1008 957 1603 596 517 465 225 1007 466 130 336 541 488 374 114 289 240
is_linear=0
shrinkage=0.0995203


Tree=8900
num_leaves=23
num_cat=0
split_feature=17 17 6 6 29 8 8 19 8 8 1 6 20 0 0 21 1 20 3 1 7 9
split_gain=0.00268878 0.0157518 0.00358268 0.0118526 0.0021593 0.000678709 0.000877867 0.000604764 0.000857914 0.00101105 0.00143425 0.00116751 0.000702139 0.000576874 0.000708287 0.000959236 0.00207239 0.00053073 0.00076198 0.00117297 0.000432144 0.000636379
threshold=-0.092649999999999996 -0.089699999999999988 0.086420000000000011 0.089985000000000023 -0.10671499999999999 -0.080055000000000001 -0.011315 0.10395500000000002 -0.069444999999999993 -0.073999999999999996 -0.018369999999999997 -0.0076549999999999995 -0.078104999999999994 -0.25289499999999993 -0.15758999999999998 0.087785000000000016 0.00095500000000000023 0.0013750000000000004 0.11553000000000002 -0.046044999999999996 0.07988000000000002 0.11408000000000003
decision_type=2 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 -3 -5 -7 8 9 10 11 -1 -12 -6 15 16 -15 18 19 -10 21 -16
right_child=1 4 3 5 13 6 -8 -9 17 -11 12 -13 -14 14 20 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00044799189458396351 -0.0017315927992605634 0.00064651107997428046 0.001852074313331061 0.00035238088534567726 -0.00033793951367436047 -0.00029342251118387528 0.00021644497476480977 -0.00026340659657530813 4.0560953565439234e-05 0.00055882510993703776 0.0001478028305404263 0.00010240184100198318 0.00066000483366492882 0.00083212788092493467 -4.052796194657204e-05 -0.00014732618405757 0 -0.00034059677483882611 0.00026246863972935507 -0.00046335280560073997 -0.0003087336185143902 0.00017981715282483181
leaf_weight=61 54 48 49 90 58 58 79 64 166 56 76 98 46 49 2179 60 73 53 81 62 56 137
leaf_count=61 54 48 49 90 58 58 79 64 166 56 76 98 46 49 2179 60 73 53 81 62 56 137
internal_value=0 -4.87319e-05 0.000139512 0.000446976 -1.42607e-05 0.000140066 0 2.72209e-05 5.50017e-05 0.00016983 8.93942e-05 -0.000103607 0.000347638 -2.6717e-05 -1.93287e-05 0.000169123 0.000331463 -4.96349e-05 0 -9.28778e-05 -3.41335e-05 -2.71403e-05
internal_weight=0 2714 1039 276 2660 227 137 763 699 337 281 159 122 2612 2554 182 122 362 309 228 2372 2316
internal_count=3753 2714 1039 276 2660 227 137 763 699 337 281 159 122 2612 2554 182 122 362 309 228 2372 2316
is_linear=0
shrinkage=0.0995203


Tree=8901
num_leaves=17
num_cat=0
split_feature=3 18 3 18 29 9 0 21 26 3 26 4 27 0 4 38
split_gain=0.00233573 0.0110092 0.00221962 0.0128112 0.00189332 0.000852641 0.000847066 0.000732916 0.000600422 0.00133876 0.000775403 0.000478068 0.000579441 0.000377388 0.000316442 0.000462834
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -4 13 -6 11 9 10 14 12 -8 -5 15 -3
right_child=2 8 4 5 6 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.001395164200704921 0.0017979823148889002 0.00034007508499501625 0.00064419802991271674 -0.00044683502744297766 -0.00042292941769281957 0.00019602837535217103 -2.7247067681265161e-06 0.00040160460130046196 -0.0002916598811118747 0.00049954009381806966 -0.00040922577803249486 -0.00031358943080361812 0.00022141593574919596 -4.4939546663065175e-05 -0.0002048295479716065 0
leaf_weight=66 47 51 46 46 46 82 2725 46 65 53 48 47 119 57 47 162
leaf_count=66 47 51 46 46 46 82 2725 46 65 53 48 47 119 57 47 162
internal_value=0 -0.000199026 3.35732e-05 0.000330366 1.05707e-05 -3.8063e-05 5.25232e-07 7.43622e-06 -1.17872e-05 3.63378e-05 -4.07113e-05 8.81256e-07 6.36605e-06 -0.000232375 2.41737e-05 7.85482e-05
internal_weight=0 492 3261 232 3029 185 2983 2937 426 361 308 2891 2844 103 260 213
internal_count=3753 492 3261 232 3029 185 2983 2937 426 361 308 2891 2844 103 260 213
is_linear=0
shrinkage=0.0995203


Tree=8902
num_leaves=18
num_cat=0
split_feature=2 2 2 2 26 4 4 18 1 10 0 4 18 5 5 18 2
split_gain=0.00158947 0.0130136 0.00248375 0.0116204 0.00135408 0.000752858 0.000690934 0.000553239 0.000530896 0.000522926 0.000670163 0.00046945 0.000521937 0.000457853 0.00118233 0.000418302 0.000382657
threshold=-0.11700999999999999 -0.14091999999999996 -0.087944999999999995 -0.088764999999999997 -0.22971 0.14754500000000006 0.13686500000000004 0.23251500000000005 -0.50763499999999995 0.09056500000000002 0.12433000000000002 0.10495500000000003 -0.0039399999999999991 0.25155500000000008 -0.0083599999999999994 -0.088385000000000005 -0.096314999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 13 -4 6 7 8 -6 10 11 12 -1 14 16 -16 -2
right_child=2 -3 4 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.00025561581307092135 3.097925569282875e-05 -0.001686567060472075 0.00043427670574593325 0.0016181664703710248 0.00022852511686051609 -0.00033516219280945217 0.00026587548150847502 0.00025979392389724779 -3.0738217124088826e-05 0.00028649737410238409 -0.00032342165397485914 0.0003321088179801978 0.0001271650263212352 -0.00018415554091816161 0.00054958809315700625 0.00013223828982661929 -0.00033209362333374681
leaf_weight=59 61 50 68 54 80 71 89 70 2661 67 58 48 86 74 51 57 49
leaf_count=59 61 50 68 54 80 71 89 70 2661 67 58 48 86 74 51 57 49
internal_value=0 -0.000193687 2.40661e-05 0.000276751 -4.43359e-06 -1.47503e-05 -6.62344e-06 -1.55423e-05 -2.28726e-05 3.84684e-05 -2.44771e-05 6.11196e-05 -2.29415e-05 2.58775e-05 0.000100928 0.0003369 -0.000123311
internal_weight=0 368 3385 346 3039 2971 2900 2811 2741 318 251 193 145 292 218 108 110
internal_count=3753 368 3385 346 3039 2971 2900 2811 2741 318 251 193 145 292 218 108 110
is_linear=0
shrinkage=0.0995203


Tree=8903
num_leaves=24
num_cat=0
split_feature=17 17 3 3 29 4 0 19 2 17 18 17 17 2 3 17 19 4 3 0 9 9 8
split_gain=0.00201971 0.0123343 0.00306107 0.0093642 0.00147744 0.000997402 0.000919913 0.000653368 0.000731539 0.00120816 0.00102294 0.000539257 0.00152041 0.00107495 0.00165496 0.000662626 0.000542016 0.00059244 0.000894605 0.000606221 0.000520533 0.000463896 0.000398801
threshold=-0.092649999999999996 -0.089699999999999988 0.085505000000000012 0.084290000000000018 -0.10671499999999999 0.10724500000000002 0.12433000000000002 0.10395500000000002 -0.079555000000000001 -0.14051499999999997 -0.14624999999999996 0.084010000000000015 0.043850000000000007 -0.078289999999999985 0.09587500000000003 0.021725000000000005 0.13881500000000005 0.081905000000000019 0.084145000000000011 -0.117355 0.11296000000000002 0.087885000000000019 -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 2
left_child=2 -2 3 22 -3 6 7 8 10 -10 -4 12 15 21 -15 20 17 18 -13 -19 -6 -14 -1
right_child=1 4 5 -5 11 -7 -8 -9 9 -11 -12 16 13 14 -16 -17 -18 19 -20 -21 -22 -23 -24
leaf_value=0.00026610383270896126 -0.0015318051833633323 0.00053435056995460592 -0.00016400665527156218 0.0016682255025976963 -1.5251323345501785e-05 0.00041621992312509254 -0.00038292184535080155 -0.00028541012880768841 3.6569623648227056e-05 -0.00051394635767378646 0.00023133144286769769 -0.0003878754904110266 -0.00030522585135986613 0.00033024854708978949 -0.00043475227238808989 0.00032683119914827754 -0.00026905907131814289 0.00043698422311624604 6.5987351542510654e-05 1.0302886864859727e-05 -0.00025527356281385388 -0.00076853386129554352 -0.00010348913312588657
leaf_weight=46 54 48 78 49 1530 66 54 55 236 47 333 47 53 51 61 53 48 80 481 63 96 49 75
leaf_count=46 54 48 78 49 1530 66 54 55 236 47 333 47 53 51 61 53 48 80 481 63 96 49 75
internal_value=0 -4.26366e-05 0.000120514 0.000507189 -1.20976e-05 4.39283e-05 1.23095e-05 4.18971e-05 6.90161e-05 -5.19662e-05 0.000154312 -2.24529e-05 -5.0538e-05 -0.000300612 -7.90945e-05 -1.81767e-05 5.03515e-05 7.44206e-05 2.40362e-05 0.00025473 -2.99258e-05 -0.000535821 3.02518e-05
internal_weight=0 2714 1039 170 2660 869 803 749 694 283 411 2612 1893 214 112 1679 719 671 528 143 1626 102 121
internal_count=3753 2714 1039 170 2660 869 803 749 694 283 411 2612 1893 214 112 1679 719 671 528 143 1626 102 121
is_linear=0
shrinkage=0.0995203


Tree=8904
num_leaves=32
num_cat=0
split_feature=5 5 20 20 3 3 8 20 5 4 1 5 17 8 1 1 4 2 17 17 4 18 4 0 0 6 0 5 4 0 20
split_gain=0.00395177 0.0145594 0.00366197 0.0373135 0.00165531 0.0105106 0.000960234 0.00169551 0.00283831 0.00184603 0.000947158 0.000720932 0.000652116 0.00102125 0.000953693 0.000592711 0.00147382 0.00078934 0.000585994 0.000553725 0.000639915 0.00137895 0.00132874 0.000672955 0.00039093 0.000373333 0.00116448 0.0015176 0.000690421 0.00107114 0.000399483
threshold=-0.0054650000000000002 -0.0065700000000000003 -0.080384999999999998 -0.081374999999999989 0.08895500000000002 0.088385000000000033 -0.0061900000000000002 0.10252000000000001 -0.056974999999999998 0.11240500000000002 -0.013975 -0.0087549999999999989 -0.000475 -0.050299999999999997 -0.083284999999999984 -0.088495000000000004 0.085990000000000025 -0.085599999999999996 0.51292000000000015 -0.56005499999999986 0.10323000000000003 -0.060544999999999995 0.090595000000000023 -0.077044999999999988 -0.082224999999999993 -0.049005 -0.085684999999999997 -0.019465 0.086380000000000026 -0.096359999999999987 -0.13620999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 25 5 10 11 8 9 -8 15 12 14 -14 -4 16 17 -2 19 -6 22 -22 23 -21 -17 28 30 -28 29 -1 -27
right_child=4 -3 6 -5 18 -7 7 -9 -10 -11 -12 -13 13 -15 -16 24 -18 -19 -20 20 21 -23 -24 -25 -26 26 27 -29 -30 -31 -32
leaf_value=0.00065165252794393018 -6.8951771232930937e-05 0.0018685295515455743 -8.0336183103415782e-05 0.0030382428203270637 -0.00023646218354584985 -0.0016313171531627266 -4.9533225101951939e-05 -0.00030814466255314554 0.00094773161637626432 0.00059298322638064692 -0.00047887732979070056 -0.0003330002232179693 -1.9742605241858384e-06 -0.00036000299438005546 0.00019463540869270755 9.132200777609404e-07 0.00037610712951118323 -0.00054740366090859415 -0.00031785176513703068 0.00017079273939951149 -0.00018230513604504178 0.00046454950087596286 -0.00049751642201301366 -3.9901162788219797e-05 0.00042006444983265886 -7.7969756366998383e-05 0.00053177265756294454 -0.00014416648598870101 -7.4327627526083311e-05 6.9670492604052806e-05 -0.00051026802828134973
leaf_weight=51 103 47 186 46 81 48 155 55 53 61 46 62 811 88 361 50 50 55 57 233 49 90 50 412 46 49 60 70 80 91 46
leaf_count=51 103 47 186 46 81 48 155 55 53 61 46 62 811 88 361 50 50 55 57 233 49 90 50 412 46 49 60 70 80 91 46
internal_value=0 0.000133408 9.79804e-05 0.000338926 -7.86407e-05 -0.000249666 3.26938e-05 0.000188141 0.000292655 0.000128128 -5.78428e-05 -1.61691e-07 1.35433e-05 -3.79311e-05 9.96384e-05 3.17354e-06 -8.84802e-05 -0.000240683 -7.76971e-06 1.06522e-05 3.56341e-05 0.000230632 -2.18764e-06 3.49408e-05 0.000210284 5.93125e-05 -2.79857e-05 0.000161508 0.000151478 0.000284457 -0.00029591
internal_weight=0 2372 2325 493 1370 398 1832 324 269 216 350 1508 1446 899 547 304 208 158 972 915 834 139 695 645 96 447 225 130 222 142 95
internal_count=3742 2372 2325 493 1370 398 1832 324 269 216 350 1508 1446 899 547 304 208 158 972 915 834 139 695 645 96 447 225 130 222 142 95
is_linear=0
shrinkage=0.0995203


Tree=8905
num_leaves=30
num_cat=0
split_feature=5 18 8 3 3 6 6 18 17 5 26 9 4 3 0 17 5 5 5 5 0 5 8 26 26 26 3 2 3
split_gain=0.00325128 0.00961075 0.0149317 0.00238914 0.0110904 0.00220416 0.0306702 0.00127177 0.0011293 0.000931254 0.000916189 0.00161914 0.00253439 0.000808273 0.00068297 0.00139744 0.00129787 0.000770566 0.00172451 0.000660454 0.000637671 0.00132186 0.0013202 0.00203532 0.0013022 0.000996589 0.000891052 0.00113241 0.000617371
threshold=-0.000475 -0.095799999999999982 -0.081055000000000002 0.089535000000000017 0.088845000000000021 -0.088734999999999994 -0.090454999999999994 -0.087989999999999985 -0.14679499999999998 0.11083500000000003 -0.126245 0.11351500000000002 0.14727500000000002 0.085035000000000013 -0.077945 0.51174000000000019 0.22078000000000006 0.022285000000000003 0.057175000000000011 0.054660000000000007 -0.071799999999999989 -0.081415000000000001 -0.049499999999999995 0.11023000000000002 0.11377500000000003 0.12086000000000002 0.11896500000000003 0.092170000000000016 0.10669500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 10 8 -2 13 -3 12 -12 -9 16 17 19 -16 -19 -5 24 -22 23 -23 26 -26 27 -7 -20
right_child=3 5 -4 14 -6 20 -8 9 -10 -11 11 -13 -14 -15 15 -17 -18 18 28 -21 21 22 -24 -25 25 -27 -28 -29 -30
leaf_value=-1.8550181482608059e-05 -0.00016227807268624035 0.00044121899834519975 0.0023405994896587819 0.00016161954655344324 -0.0017464919790717863 -3.5863071759718434e-06 0.0027016057353860339 -0.00015732506525101411 0.00039882827793721767 2.3805918779253081e-05 1.8510626070336613e-05 -0.00048949274134195593 0.00077675905112701638 -0.00077183185100419892 -0.00036848456105209815 -0.00056371625570077221 -0.00011373278298675096 0.00058074787988702831 -0.00017470413391699273 0.00066814936829782468 0.00058219851224486276 -0.00011804530369511968 -0.00034618883890225147 0.00073624539587442879 -0.00071271072655975363 -4.8004172635577806e-05 -0.00042113629506007247 0.00039768228801767975 5.3619065986203978e-05
leaf_weight=58 65 58 48 65 46 1128 46 46 75 56 656 55 47 47 53 48 90 51 180 49 55 66 62 46 46 49 47 74 330
leaf_count=58 65 58 48 65 46 1128 46 46 75 56 656 55 47 47 53 48 90 51 180 49 55 66 62 46 46 49 47 74 330
internal_value=0 0.000113787 0.00104202 -8.46686e-05 -0.000310368 7.30435e-05 0.000200963 -7.89478e-05 0.000132467 -0.000283087 5.89925e-05 2.86656e-05 7.03689e-05 -0.000476685 1.69475e-06 -4.64084e-05 0.000161807 -4.63414e-06 2.82811e-05 0.00038652 2.42329e-06 0.000156397 1.70997e-05 0.000225515 -2.32027e-05 -0.000378479 3.16451e-06 2.04364e-05 -2.53605e-05
internal_weight=0 2541 106 1201 335 2435 862 289 140 149 816 758 703 93 866 662 204 614 561 114 1573 229 174 112 1344 95 1249 1202 510
internal_count=3742 2541 106 1201 335 2435 862 289 140 149 816 758 703 93 866 662 204 614 561 114 1573 229 174 112 1344 95 1249 1202 510
is_linear=0
shrinkage=0.0995203


Tree=8906
num_leaves=31
num_cat=0
split_feature=5 18 5 0 5 1 1 17 1 0 0 3 0 21 18 18 18 0 3 20 26 26 5 17 1 21 3 17 26 1
split_gain=0.00274364 0.00806019 0.0153574 0.00335276 0.0122995 0.00277934 0.0341838 0.00127119 0.000736976 0.000552958 0.000762662 0.00116887 0.000779315 0.0012849 0.000826991 0.00158937 0.000573459 0.0004368 0.00074263 0.000531651 0.000421588 0.000811664 0.000699808 0.000892553 0.00159379 0.00106317 0.00061341 0.000794076 0.000638523 0.000275529
threshold=0.040570000000000016 -0.095799999999999982 -0.0065700000000000003 -0.080500000000000002 0.11083500000000003 0.057265000000000017 0.067120000000000027 -0.53166999999999998 0.62916000000000016 -0.077945 -0.072529999999999997 0.097255000000000022 -0.064859999999999987 0.10787500000000003 0.087065000000000017 -0.037059999999999989 0.15374500000000005 -0.11524 0.12015500000000003 -0.077299999999999994 0.0054200000000000012 0.083235000000000017 -0.0024199999999999998 -0.05543 0.00095500000000000023 0.090095000000000022 0.086605000000000029 0.10932500000000002 0.089275000000000021 -0.047889999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 -7 -6 17 -5 11 -11 13 -12 15 -14 -16 18 -8 -19 22 -22 23 25 -25 -3 27 -23 -28 -9
right_child=3 5 -4 9 7 6 8 29 -10 10 12 -13 14 -15 16 -17 -18 19 -20 -21 21 26 -24 24 -26 -27 28 -29 -30 -31
leaf_value=6.4379643387496195e-05 -0.0015890523172574749 -3.1542670483293781e-05 0.0023229432833583776 0.00026314684040053347 0.00048873462274369765 0.0028200129745441669 0.00022200892531400285 -0.00031036993287727804 0.00040390788003775172 -0.00056105628613560337 0.0006569884933802884 8.6328279225404779e-05 0 -3.2593551892756258e-05 0.00045601978553513303 -0.00049449362270046707 0 -0.00033146493788521438 -0.0001487385947006013 -5.6397334317621757e-06 0.00039417112433285197 -0.00013255019983272583 -0.00040515379395281148 9.0165111298254709e-06 -0.0005618035920670713 0.00048452684859371905 0.00016585999264053555 0.00027610520801642983 -3.3340422985161511e-06 5.3576249627234727e-06
leaf_weight=87 65 126 46 71 46 47 172 49 50 61 46 47 277 59 48 83 64 62 75 276 56 418 60 144 71 56 328 52 649 51
leaf_count=87 65 126 46 71 46 47 172 49 50 61 46 47 277 59 48 83 64 62 75 276 56 418 60 144 71 56 328 52 649 51
internal_value=0 9.53e-05 0.000851693 -9.90986e-05 -0.000449872 5.69129e-05 0.000229971 5.16912e-05 3.69778e-05 -1.14799e-07 -2.85969e-05 -0.000271744 1.54955e-05 0.000261713 -3.7543e-05 -0.000112471 0.000195989 4.21685e-06 0.000106119 -6.78285e-05 -2.88663e-06 2.21313e-05 -8.6958e-05 -3.68059e-05 -0.000175679 0.00012275 7.16735e-06 -8.55955e-05 5.26302e-05 -0.000141163
internal_weight=0 2775 133 967 211 2642 682 146 635 756 685 108 577 105 472 360 112 585 247 338 1960 1503 457 397 215 182 1447 470 977 100
internal_count=3742 2775 133 967 211 2642 682 146 635 756 685 108 577 105 472 360 112 585 247 338 1960 1503 457 397 215 182 1447 470 977 100
is_linear=0
shrinkage=0.0995203


Tree=8907
num_leaves=26
num_cat=0
split_feature=17 17 18 26 3 3 21 21 9 9 0 21 17 17 10 21 5 3 9 1 5 20 18 26 9
split_gain=0.00249311 0.0383972 0.016109 0.00117981 0.00111751 0.0108408 0.00116931 0.000749076 0.00134314 0.00218432 0.000893165 0.000868671 0.000726726 0.000793546 0.000747971 0.00077825 0.00104029 0.000734046 0.000715454 0.000651002 0.00131568 0.00119311 0.0041038 0.00111307 0.00110006
threshold=-0.013125 -0.011174999999999999 -0.093130000000000004 -0.231015 0.089305000000000009 0.08888500000000002 0.089785000000000018 0.08927000000000003 0.11408000000000003 0.097365000000000021 -0.100285 0.094920000000000018 -0.031185000000000001 -0.041415 0.086165000000000019 0.091135000000000022 -0.073669999999999999 0.11360500000000003 0.091690000000000021 -0.080689999999999998 -0.016339999999999997 -0.071149999999999991 -0.015979999999999998 0.087435000000000027 0.084565000000000015
decision_type=2 2 2 2 2 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 19 8 9 -5 18 -12 13 14 15 16 -6 -17 -9 20 -1 24 -23 -22 -21
right_child=1 2 3 7 12 -7 -8 10 -10 -11 11 -13 -14 -15 -16 17 -18 -19 -20 21 23 22 -24 -25 -26
leaf_value=0.00043061917195271604 0.0029596460589301709 0.0015892117793703379 0.00048197551759400909 1.7071159970295469e-06 0.00050078163553782175 -0.0015847815781719677 0.00030936709537656814 -7.9173576646960497e-05 -0.00037408013815376414 0.00045522042685136659 -0.00060617156882831515 -0.00014911835760326436 0.00037694533671713497 -0.00034268537855117588 -0.00030414614918977949 -0.00020410508315981706 7.3541077909381061e-05 7.1124151674192647e-05 0.00036699781910434239 0.00023455666107526774 4.7046361846617004e-05 0.00014384136772681674 -0.0010945409586750809 -0.00034010136742151925 -0.00036235321071844155
leaf_weight=58 46 65 48 1169 67 48 84 154 81 116 57 179 54 62 63 177 413 204 46 74 210 52 52 111 52
leaf_count=58 46 65 48 1169 67 48 84 154 81 116 57 179 54 62 63 177 413 204 46 74 210 52 52 111 52
internal_value=0 0.000117971 4.92844e-05 -4.37873e-06 -4.44633e-05 -0.000138006 -3.66154e-05 -1.77881e-05 1.79361e-05 4.32839e-05 -0.00013159 -0.000262977 2.1399e-05 1.09658e-06 2.50502e-05 5.00885e-05 0.000134882 -5.45896e-05 1.93528e-05 -8.56814e-05 -3.32017e-06 -0.000217839 -0.000467479 -8.42769e-05 -5.29011e-06
internal_weight=0 1961 1915 1850 1781 741 693 1802 1366 1285 436 236 1040 986 924 861 480 381 200 609 379 230 104 321 126
internal_count=3742 1961 1915 1850 1781 741 693 1802 1366 1285 436 236 1040 986 924 861 480 381 200 609 379 230 104 321 126
is_linear=0
shrinkage=0.0995203


Tree=8908
num_leaves=22
num_cat=0
split_feature=28 0 10 17 1 17 0 1 1 1 17 3 6 6 3 1 3 0 0 0 3
split_gain=0.0157464 0.00118317 0.00228288 0.00119419 0.00669088 0.0119111 0.00199879 0.00132859 0.00161547 0.000932106 0.000620057 0.000610732 0.00125922 0.000765583 0.00141183 0.00231063 0.00161261 0.000534292 0.00124111 0.000675476 0.000368369
threshold=0.083225000000000021 0.048265000000000009 0.086275000000000018 0.043850000000000007 -0.080085000000000003 0.093960000000000016 -0.082494999999999999 -0.076329999999999995 -0.071399999999999991 -0.06551499999999999 -0.11741999999999998 0.15108000000000005 -0.03764 0.089725000000000013 0.091405000000000028 -0.083284999999999984 0.093175000000000022 -0.080614999999999992 -0.079665 -0.081604999999999997 0.091140000000000013
decision_type=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 11 5 -5 -7 -6 -9 -10 -3 13 -13 17 15 -15 -16 19 -19 -1 -12
right_child=-2 2 -4 4 7 6 -8 8 9 -11 20 12 -14 14 16 -17 -18 18 -20 -21 -22
leaf_value=-9.0396638205409056e-06 0.0015083227874382104 -0.00017302669852046427 0.00077062325358563644 -0.0020474888864847364 0.00036635324136560739 0.00031383347379016765 -0.00057569214187012604 -0.00062035415404133409 0.0003530128480457379 -6.5379562230491532e-05 0.00039623904706850453 4.5043085818627252e-05 -0.00063155768041541784 2.3824680947729875e-05 -0.00054735272634613133 0.00064307600735998775 7.1495960471811086e-05 -0.00060219193173856453 -6.4849250161028992e-05 0.00037090421269383978 2.3140849409933471e-05
leaf_weight=1305 67 88 51 48 77 49 50 49 58 554 46 60 47 153 53 101 190 47 533 48 73
leaf_count=1305 67 88 51 48 77 49 50 49 58 554 46 60 47 153 53 101 190 47 533 48 73
internal_value=0 -3.11582e-05 0.000173684 -4.68414e-05 -0.000146463 -0.000759771 -0.000127153 -2.31911e-05 -6.98077e-05 -2.43903e-05 2.26567e-05 -1.17669e-05 -0.000244505 -1.1819e-06 0.00010863 0.000273285 -6.01105e-05 -2.98395e-05 -0.000109804 3.83447e-06 0.000174243
internal_weight=0 3680 258 3422 885 147 99 738 661 612 207 2537 107 2430 497 254 243 1933 580 1353 119
internal_count=3747 3680 258 3422 885 147 99 738 661 612 207 2537 107 2430 497 254 243 1933 580 1353 119
is_linear=0
shrinkage=0.0995203


Tree=8909
num_leaves=20
num_cat=0
split_feature=28 2 17 1 17 1 1 0 1 21 2 9 0 8 29 3 3 2 17
split_gain=0.0127674 0.00136632 0.000898498 0.00370055 0.00983495 0.00107765 0.00130957 0.000936183 0.000756171 0.000457126 0.000764927 0.00112215 0.000917649 0.000596387 0.000575859 0.000596992 0.000729931 0.00065816 9.4746e-05
threshold=0.083225000000000021 -0.241895 0.043850000000000007 -0.080085000000000003 0.093960000000000016 -0.076329999999999995 -0.071399999999999991 -0.082494999999999999 -0.06551499999999999 0.11412000000000001 -0.017704999999999995 0.097680000000000031 -0.063914999999999986 -0.073029999999999984 0.075910000000000019 0.086850000000000024 0.088115000000000013 -0.084869999999999987 -0.047785000000000001
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 -4 -5 -7 -6 -8 14 11 13 -13 -11 15 17 -17 -3 -12
right_child=-2 2 3 5 7 6 8 -9 -10 10 18 12 -14 -15 -16 16 -18 -19 -20
leaf_value=0.00045875851302195611 0.0013582141363240624 4.4219896849622661e-05 -0.0016802586014660515 0.00032989368778937092 0.00028260070859621234 -0.00055861633628162424 0.000317880913544073 -0.000267091639871985 -5.8872960436853638e-05 -0.00019507371303699206 0.00020990915732581412 0.00030586041443093339 -0.00027818715937170734 -0.00070911433367906122 -0.00029876486043928647 0.00021867470234091522 2.2890137106928661e-05 -0.00013987493007158605 0
leaf_weight=56 67 345 52 77 49 49 58 80 554 49 46 50 57 52 59 222 1356 421 48
leaf_count=56 67 345 52 77 49 49 58 80 554 49 46 50 57 52 59 222 1356 421 48
internal_value=0 -2.80131e-05 -3.57608e-05 -0.00012083 -0.000524273 -2.07727e-05 -6.28604e-05 -5.19478e-05 -2.18299e-05 -6.55687e-06 -0.000122123 -0.000229879 0 -0.000467834 7.62638e-06 1.56877e-05 5.09528e-05 -5.58915e-05 0.000107607
internal_weight=0 3680 3624 919 181 738 661 129 612 2705 302 208 107 101 2403 2344 1578 766 94
internal_count=3747 3680 3624 919 181 738 661 129 612 2705 302 208 107 101 2403 2344 1578 766 94
is_linear=0
shrinkage=0.0995203


Tree=8910
num_leaves=24
num_cat=0
split_feature=2 27 4 0 0 0 0 5 9 4 2 9 26 0 0 5 9 26 26 5 1 9 9
split_gain=0.00401977 0.0119996 0.000956357 0.000676707 0.00322428 0.0116013 0.0018051 0.00101462 0.000979598 0.00173863 0.00149805 0.000655869 0.000595033 0.00130012 0.000750727 0.000590352 0.000449059 0.000567733 0.000504954 0.00116487 0.000764842 0.000341243 0.000266693
threshold=-0.11700999999999999 0.08988500000000002 0.10739000000000003 -0.085605000000000001 -0.083514999999999992 -0.083995 -0.086025000000000004 -0.019465 0.11408000000000003 0.14566000000000004 -0.054390000000000001 0.09550500000000002 0.11991000000000003 -0.066264999999999991 -0.082494999999999999 -0.014739999999999998 0.11408000000000003 0.11699500000000003 0.091195000000000012 -0.077634999999999996 -0.085014999999999993 0.086315000000000017 0.08073000000000001
decision_type=2 2 2 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 5 7 16 -5 9 12 -10 21 14 -14 -6 -9 17 18 20 -20 -2 22 -1
right_child=3 -3 -4 4 8 -7 -8 15 10 -11 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.00014519784206314698 -0.00028618064899217801 0.0016971313427719789 0.00044322023605182639 0.000250566569004928 0.00026004231138327787 -0.0017649729734391135 0.00054465082037825246 -0.00051280201522292744 1.7289281426215156e-05 0.00059531146273008846 -0.00059559339642569886 -0.00025120275555453599 -0.0006150876070163474 9.0722916304395969e-05 -2.2978442165889558e-05 -6.5238653666860671e-05 0.00023842079154872431 -0.00031842478632877264 -0.00012356415726282955 0.00049358396770557791 -1.018360539448134e-06 0.00027225586605467817 -0.00017234032047746709
leaf_weight=51 103 53 56 65 100 50 61 47 82 47 72 78 50 50 1285 91 69 61 57 61 1038 67 53
leaf_count=51 103 53 56 65 100 50 61 47 82 47 72 78 50 50 1285 91 69 61 57 61 1038 67 53
internal_value=0 0.000314261 7.12745e-05 -3.63715e-05 -7.48979e-05 -0.000406399 1.4583e-05 -6.77419e-05 -2.46675e-05 -8.11982e-08 -0.000263938 -9.08832e-06 -1.94766e-05 -0.000253996 -1.95266e-06 -0.000223602 -8.10634e-06 -2.16132e-05 -6.58207e-06 0.000188533 -2.74779e-05 9.65626e-05 -8.75309e-06
internal_weight=0 358 305 3389 1939 253 1450 203 1686 1532 154 249 1485 100 1385 138 1389 1320 1259 118 1141 171 104
internal_count=3747 358 305 3389 1939 253 1450 203 1686 1532 154 249 1485 100 1385 138 1389 1320 1259 118 1141 171 104
is_linear=0
shrinkage=0.0995203


Tree=8911
num_leaves=21
num_cat=0
split_feature=3 18 17 1 26 10 10 1 1 17 1 5 5 5 4 4 8 26 4 5
split_gain=0.00430133 0.0198777 0.000777605 0.00341842 0.011296 0.000880307 0.000883324 0.000864015 0.00103794 0.000811335 0.000589397 0.00106236 0.000553773 0.00115083 0.000760855 0.000884361 0.000563083 0.000466571 0.000394421 0.000897858
threshold=0.07728500000000002 -0.019539999999999998 0.043850000000000007 -0.080085000000000003 0.091485000000000025 0.090150000000000022 0.086275000000000018 -0.076329999999999995 -0.071399999999999991 0.11180000000000002 -0.06551499999999999 -0.013384999999999999 0.12043500000000003 0.063170000000000018 0.10343500000000001 0.085990000000000025 -0.081864999999999993 0.11575500000000001 0.13662500000000002 -0.43873000000000001
decision_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 9 6 12 -5 -9 -4 -10 -12 13 17 15 -14 -15 -2 19 -3
right_child=2 18 3 7 -6 -7 -8 8 10 -11 11 -13 14 16 -16 -17 -18 -19 -20 -21
leaf_value=0.0022402107779578868 -9.8457093530437128e-06 0.00037157036702354274 0.00024340004907961969 0.00030315419579250583 -0.0018435607311484566 -0.00036963887945234899 0.00043905950775556481 -0.00049196042786068682 0.00028587128192744871 -0.00025467849218694343 1.5377603223069223e-07 -0.00044220152565419175 -0.00010046657551313675 7.4527710573936049e-05 -0.00043505011389028574 0.00025215575221448666 0.00055981916502094138 0.0001623301109699864 -0.0003035786376779187 -0.00016295029111943683
leaf_weight=47 1624 49 59 76 46 63 46 49 58 71 483 60 470 48 56 82 57 172 47 84
leaf_count=47 1624 49 59 76 46 63 46 49 58 71 483 60 470 48 56 82 57 172 47 84
internal_value=0 0.000417279 -2.96617e-05 -0.000109369 -0.000502985 -1.88701e-06 6.86045e-06 -1.28187e-05 -5.10227e-05 -2.23303e-05 -1.37105e-05 -4.72177e-05 -7.37218e-07 2.53746e-05 -8.37259e-05 -4.66012e-05 0.000345768 6.18749e-06 -5.41615e-05 2.78234e-05
internal_weight=0 227 3520 902 176 2618 2555 726 650 130 601 543 2509 1901 608 552 105 1796 180 133
internal_count=3747 227 3520 902 176 2618 2555 726 650 130 601 543 2509 1901 608 552 105 1796 180 133
is_linear=0
shrinkage=0.0995203


Tree=8912
num_leaves=24
num_cat=0
split_feature=28 3 18 20 20 8 6 20 5 6 21 3 29 2 5 1 26 6 8 1 20 26 4
split_gain=0.00487653 0.00396108 0.0168632 0.0017309 0.0035656 0.00616566 0.000931146 0.00166134 0.00195855 0.00160217 0.0011884 0.00089852 0.000895864 0.000736935 0.000577771 0.000512065 0.000437033 0.00105862 0.000666161 0.000336112 0.000328608 0.00043916 0.000117851
threshold=0.080375000000000016 0.081685000000000021 -0.091594999999999996 -0.081564999999999985 -0.084084999999999993 -0.083674999999999986 -0.101065 0.084680000000000019 -0.11517000000000001 -0.095554999999999987 0.087570000000000023 0.11426500000000002 0.0035350000000000004 -0.041009999999999998 0.062500000000000014 0.057265000000000017 -0.025024999999999999 -0.043894999999999997 0.0073150000000000012 0.0099250000000000015 -0.014955 -0.019129999999999998 0.11092500000000002
decision_type=2 2 2 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 11 -6 7 8 13 -8 -9 16 14 -5 -11 -13 18 -18 -3 -12 -4 -22 -23
right_child=-2 3 20 6 5 -7 9 10 -10 12 19 15 -14 -15 -16 -17 17 -19 -20 -21 21 22 -24
leaf_value=-0.0021309916569540116 0.00075671104410658164 -0.00044233377771964725 -0.00022789955845192771 0.00014739559970473976 -0.001388334167479824 -4.6377263251438165e-05 0.00055338595031734098 0.00056246359820693822 -0.00067454770231075909 2.4819776195464416e-05 0.00014325131812280571 0.00048430644556401862 -0.000367575377993481 -0.00023317240194961972 0.00014131053882374234 3.8229297342584771e-06 0.00032655293012585982 -0.00012943918177251947 2.6767020174625662e-05 -0.0001634380743663319 0.0002270245600780383 0 -0.00021537548532539737
leaf_weight=46 80 70 66 81 57 87 64 48 77 1587 70 48 50 127 587 47 67 202 47 71 69 48 46
leaf_count=46 80 70 66 81 57 87 64 48 77 1587 70 48 50 127 587 47 67 202 47 71 69 48 46
internal_value=0 -2.85768e-05 -0.000391828 6.74943e-07 -0.000148637 -0.000583254 3.47583e-05 -9.15056e-05 -0.00024426 6.1274e-05 0.000134507 -1.68206e-05 4.67444e-05 -8.10347e-05 5.66499e-05 0.000255211 -8.58921e-05 -1.28217e-05 -0.000246895 -5.37507e-06 -3.89018e-05 3.26027e-05 -0.000101402
internal_weight=0 3662 275 3387 625 144 2762 474 285 2288 189 481 2224 208 2174 95 386 269 117 141 229 163 94
internal_count=3742 3662 275 3387 625 144 2762 474 285 2288 189 481 2224 208 2174 95 386 269 117 141 229 163 94
is_linear=0
shrinkage=0.0995203


Tree=8913
num_leaves=21
num_cat=0
split_feature=28 2 2 3 9 2 21 9 9 6 0 0 9 0 9 25 6 9 9 6
split_gain=0.00395401 0.00329557 0.00917838 0.00780927 0.0115229 0.000982754 0.00259347 0.00068125 0.000630173 0.000557719 0.000532509 0.00137245 0.00120188 0.000885237 0.000550185 0.000505447 0.000921542 0.00150979 0.000735586 0.000351762
threshold=0.080375000000000016 -0.086169999999999983 -0.086440000000000003 0.082130000000000022 0.086885000000000032 -0.084154999999999994 -0.018669999999999996 0.084835000000000022 -0.093949999999999992 -0.095554999999999987 -0.084665000000000004 -0.085794999999999996 0.083835000000000021 -0.082404999999999992 0.088995000000000019 1.0000000180025095e-35 -0.101065 0.11351500000000002 0.096535000000000024 -0.25061999999999995
decision_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 6 -3 -8 9 19 11 12 -5 -12 -15 16 17 -10 -18 -7
right_child=-2 5 -4 10 -6 8 7 -9 15 -11 13 -13 -14 14 -16 -17 18 -19 -20 -21
leaf_value=6.1122920692236021e-05 0.00068140289382787717 0.00078143054985254528 -0.0015031648435052264 0.00033174452374101342 -0.0020961761198398736 -0.00017067253562579496 0.00022414481649615892 -0.00016738578726009689 -4.2921582652143856e-05 -0.00034181714881114999 0.00045785298225726925 -0.0004617824506430101 -0.00013877181360937368 -0.00012967688842535415 0.00011462450879187576 0.00031499031921382943 1.1374701819486568e-05 -0.00063515775135543676 0.00016416453268985125 0.00019335072450918226
leaf_weight=51 80 61 50 80 46 58 87 88 285 91 51 79 163 153 224 58 1542 51 396 48
leaf_count=51 80 61 50 80 46 58 87 88 285 91 51 79 163 153 224 58 1542 51 396 48
internal_value=0 -2.57004e-05 -0.000191572 -0.00011318 -0.000953487 2.78145e-05 0.000222195 2.2583e-05 9.35172e-06 -0.000161033 -3.40879e-06 -0.000101121 1.27619e-05 6.81912e-05 1.33069e-05 2.40963e-05 1.63169e-05 -0.000135251 4.30173e-05 0
internal_weight=0 3662 897 847 97 2765 236 175 2529 197 750 322 243 428 377 2332 2274 336 1938 106
internal_count=3742 3662 897 847 97 2765 236 175 2529 197 750 322 243 428 377 2332 2274 336 1938 106
is_linear=0
shrinkage=0.0995203


Tree=8914
num_leaves=31
num_cat=0
split_feature=17 17 1 3 21 21 21 21 0 1 3 3 17 3 21 21 0 0 0 21 21 0 21 3 17 6 1 17 1 17
split_gain=0.00366189 0.006035 0.00335621 0.0143614 0.00207759 0.00141903 0.0103195 0.00130977 0.0015803 0.000908154 0.000588416 0.000669048 0.000518678 0.000504856 0.00084845 0.00125466 0.000471345 0.00152848 0.000731091 0.000394494 0.00175419 0.000674928 0.00165697 0.000983221 0.000739721 0.00049862 0.000456984 0.00057263 0.000322347 0.00036524
threshold=-0.084209999999999993 -0.088734999999999994 -0.090374999999999997 0.084065000000000015 -0.084114999999999995 -0.018669999999999996 -0.042694999999999997 0.087625000000000022 -0.19631499999999999 -0.010395 0.11926500000000002 0.08920500000000002 -0.011174999999999999 0.086775000000000033 0.090830000000000022 0.094920000000000018 -0.071029999999999996 -0.068189999999999987 -0.085684999999999997 0.089350000000000027 0.087235000000000021 -0.052884999999999995 0.10787500000000003 0.10920500000000002 -0.39722999999999997 -0.03252 -0.021369999999999997 -0.098644999999999997 0.40780000000000011 0.016900000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 9 8 -7 12 11 -5 -4 -9 -15 -16 18 -18 -10 20 26 22 24 -24 -21 -23 27 -6 29 -11
right_child=2 -3 5 10 19 7 -8 13 16 28 -12 -13 -14 14 15 -17 17 -19 -20 21 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00070428110158438203 -0.0018774082124882192 0.00091934378135243488 -0.00047411033662616376 0.00012275773700253081 3.3815739129239341e-05 0.00061627381598632828 -0.0015474612026555319 -0.00037943265508201486 -3.8526124490164186e-05 0.00034399123439316637 0.00025256882847811884 -0.0003193004515382217 0 0.00019737357802716201 -0.00045077166073815238 -5.5246640805854932e-05 -0.00060580415744504153 1.9108512473951981e-05 0.00012885437620562774 0.00083723572992460359 -0.00060028418309066251 -0.00027582183837526368 0.0002819896580679529 -0.0001767011452698497 0.00024287006650009757 0.00014276163995791859 -0.00018350825095029489 0.00037377856201298152 -8.0951304336198147e-05 1.4425329720915952e-05
leaf_weight=49 53 90 50 55 473 47 50 71 441 79 54 81 46 83 104 365 47 209 605 46 46 62 84 102 47 49 79 56 52 67
leaf_count=49 53 90 50 55 473 47 50 71 441 79 54 81 46 83 104 365 47 209 605 46 46 62 84 102 47 49 79 56 52 67
internal_value=0 0.000135257 -7.64316e-05 -0.00042863 6.99442e-05 -3.91247e-05 -0.000225709 -6.16145e-06 4.85194e-05 0 -2.01878e-05 -0.000134508 -0.000252114 -0.000125877 -9.17813e-05 -0.000144699 2.73956e-05 -9.24239e-05 5.75031e-05 3.93875e-05 -6.67457e-06 0.000118729 0.000202186 2.60483e-05 0.00054566 -8.36668e-05 3.68903e-05 7.13518e-05 0.00012087 0.000198359
internal_weight=0 1183 2559 243 1093 2316 344 1972 1349 294 190 136 96 623 552 469 1302 256 1046 1044 654 390 279 186 93 111 608 529 198 146
internal_count=3742 1183 2559 243 1093 2316 344 1972 1349 294 190 136 96 623 552 469 1302 256 1046 1044 654 390 279 186 93 111 608 529 198 146
is_linear=0
shrinkage=0.0995203


Tree=8915
num_leaves=17
num_cat=0
split_feature=28 2 2 3 9 2 1 18 26 8 8 4 1 6 8 18
split_gain=0.00324118 0.00255276 0.00761572 0.00586056 0.00947064 0.000774696 0.00138783 0.000842265 0.000647409 0.00131876 0.000655034 0.000579764 0.000510644 0.000493542 0.00154132 0.000849361
threshold=0.080375000000000016 -0.086169999999999983 -0.086440000000000003 0.082130000000000022 0.086885000000000032 -0.084154999999999994 -0.01538 -0.019539999999999998 -0.23202999999999999 0.085560000000000011 0.0073150000000000012 0.14154500000000006 -0.50597999999999999 0.089165000000000022 -0.080835000000000004 -0.011039999999999999
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 7 -3 -7 10 11 -10 -5 15 -15 -14
right_child=-2 5 -4 12 -6 8 -8 -9 9 -11 -12 -13 13 14 -16 -17
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leaf_weight=51 80 75 50 51 46 55 76 85 2276 48 55 95 315 80 82 222
leaf_count=51 80 75 50 51 46 55 76 85 2276 48 55 95 315 80 82 222
internal_value=0 -2.22185e-05 -0.000168221 -9.67248e-05 -0.000824666 2.48504e-05 0.000197452 2.57258e-05 8.41996e-06 1.62431e-05 5.68151e-06 1.38893e-05 -1.48617e-06 -2.47517e-05 0.000125682 -7.16584e-05
internal_weight=0 3662 897 847 97 2765 236 160 2529 2474 2426 2371 750 699 162 537
internal_count=3742 3662 897 847 97 2765 236 160 2529 2474 2426 2371 750 699 162 537
is_linear=0
shrinkage=0.0995203


Tree=8916
num_leaves=15
num_cat=0
split_feature=17 26 28 6 3 17 1 3 5 4 10 6 18 17
split_gain=0.00480427 0.00992927 0.00124891 0.000916541 0.00100554 0.00163105 0.0010973 0.000972313 0.00150139 0.000893101 0.00079809 0.000831062 0.0015375 0.00112026
threshold=0.51734000000000024 0.089005000000000015 0.10337500000000002 0.18123500000000006 0.090435000000000029 -0.55157999999999996 -0.49837999999999999 0.093245000000000022 -0.080724999999999991 0.10724500000000002 0.082245000000000026 0.087765000000000024 0.090795000000000028 -0.53166999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 10 6 -6 8 -7 -9 11 13 -13 -1
right_child=1 -3 -4 -5 5 7 -8 9 -10 -11 -12 12 -14 -15
leaf_value=0.00043586012163984554 8.7208508198274338e-05 -0.0017557735455736234 -0.00052167324062511733 0.00031558387828047973 -0.00012685684243649156 0.00016448611280529376 -0.00079352596865854281 4.7857908406678987e-05 -0.00031633122030210261 -0.00012898871764668255 0.0004342600758352322 0.0002528678562383402 -0.00017066267886459236 -3.2605306834738536e-05
leaf_weight=53 71 48 46 89 57 85 48 1058 243 386 52 347 110 1063
leaf_count=53 71 48 46 89 57 85 48 1058 243 386 52 347 110 1063
internal_value=0 -0.0006493 -6.40042e-06 0 -7.81505e-06 -5.76355e-05 -0.000439417 -3.45511e-05 -0.000189233 1.75845e-08 4.92277e-05 3.59789e-05 0.000149133 -9.62384e-06
internal_weight=0 119 3637 3591 3502 1877 105 1772 328 1444 1625 1573 457 1116
internal_count=3756 119 3637 3591 3502 1877 105 1772 328 1444 1625 1573 457 1116
is_linear=0
shrinkage=0.0995203


Tree=8917
num_leaves=11
num_cat=0
split_feature=19 20 18 27 17 6 6 5 17 17
split_gain=0.0145979 0.000866607 0.000710062 0.000963684 0.000935889 0.000543799 0.000876064 0.000850562 0.000647817 0.00065337
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decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 8 -7 -8 -1 -10
right_child=-2 -3 4 -5 -6 6 7 -9 9 -11
leaf_value=-0.000418672403373558 -0.0017672229688888825 0.00041782021893974639 0.00057120423514042955 -0.00038677804702401571 -1.1867305101220491e-05 0.0004460149671223225 2.0391069349367078e-05 -0.00040703726661222846 0.00029917253316250118 -6.2977084325575159e-05
leaf_weight=49 47 48 48 68 57 47 2185 47 51 1109
leaf_count=49 47 48 48 68 57 47 2185 47 51 1109
internal_value=0 -1.99456e-06 -7.72243e-06 -1.54705e-05 0.000246883 -7.99704e-06 2.03539e-05 1.10238e-05 -6.21164e-05 -4.63493e-05
internal_weight=0 3709 3661 3556 105 3488 2279 2232 1209 1160
internal_count=3756 3709 3661 3556 105 3488 2279 2232 1209 1160
is_linear=0
shrinkage=0.0995203


Tree=8918
num_leaves=10
num_cat=0
split_feature=17 17 28 13 2 6 5 18 5
split_gain=0.00373789 0.00831367 0.000899515 0.00074547 0.000981034 0.000574041 0.000599345 0.000764687 0.000516574
threshold=0.51734000000000024 0.5567700000000001 0.10337500000000002 0.089365000000000014 0.42136500000000005 0.18123500000000006 0.27287000000000011 -0.14624999999999996 -0.54623499999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 8 -8 -1
right_child=1 -3 -4 -5 -6 -7 7 -9 -10
leaf_value=0.00027195308848108652 -0.0016195595318905715 7.8869689057280371e-05 -0.0004410632778552926 0.00039557277053676359 -0.0003895414032662569 0.00025910036338375528 8.0951044023277758e-06 -0.00027035022478578562 5.2137483563389811e-06
leaf_weight=74 46 73 46 47 64 85 203 179 2939
leaf_count=74 46 73 46 47 64 85 203 179 2939
internal_value=0 -0.000570787 -3.69807e-06 1.67653e-06 -3.31628e-06 3.55148e-06 -2.60553e-06 -0.000120238 1.20366e-05
internal_weight=0 119 3637 3591 3544 3480 3395 382 3013
internal_count=3756 119 3637 3591 3544 3480 3395 382 3013
is_linear=0
shrinkage=0.0995203


Tree=8919
num_leaves=10
num_cat=0
split_feature=17 26 28 20 26 17 6 10 8
split_gain=0.00302328 0.00774745 0.000729598 0.000636504 0.000640905 0.000727044 0.00063621 0.000561288 0.000626307
threshold=0.51734000000000024 0.089005000000000015 0.10337500000000002 0.27003000000000005 -0.23202999999999999 -0.015464999999999998 0.18123500000000006 0.090150000000000022 0.10068500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 -6
right_child=1 -3 -4 -5 6 -7 -8 -9 -10
leaf_value=0 0.0001364241460978169 -0.0014913983771202822 -0.00039716857973475552 0.00034403901342273529 -4.2243182426622792e-06 -0.00051512461812276884 0.00028882706391778872 -0.0003039979000453183 0.00025365367054594576
leaf_weight=59 71 48 46 53 3196 51 76 60 96
leaf_count=59 71 48 46 53 3196 51 76 60 96
internal_value=0 -0.000513298 -3.26283e-06 1.55506e-06 -3.34404e-06 -0.000239928 4.00881e-06 -2.20467e-06 3.04715e-06
internal_weight=0 119 3637 3591 3538 110 3428 3352 3292
internal_count=3756 119 3637 3591 3538 110 3428 3352 3292
is_linear=0
shrinkage=0.0995203


Tree=8920
num_leaves=36
num_cat=0
split_feature=1 1 1 9 9 1 18 26 18 18 2 1 26 3 9 17 3 1 9 8 17 21 18 18 18 1 18 18 18 2 2 2 5 18 8
split_gain=0.000858813 0.00230114 0.012818 0.00237826 0.00276305 0.000946946 0.00087445 0.00124258 0.000997597 0.000562376 0.000686649 0.00102979 0.00110334 0.00196836 0.00107453 0.000783434 0.00119189 0.000625995 0.000771394 0.000740827 0.000564218 0.000787926 0.000520035 0.000373213 0.00104534 0.000674923 0.000581683 0.000542946 0.00054632 0.000419858 0.000679576 0.000690869 0.000326765 0.000216632 0.00013702
threshold=-0.077084999999999987 -0.088694999999999982 -0.087734999999999994 0.095415000000000014 0.084380000000000024 -0.073844999999999994 0.087065000000000017 0.087625000000000022 0.090285000000000018 -0.016464999999999997 -0.069129999999999983 -0.068094999999999989 0.093835000000000016 0.11125500000000002 0.097680000000000031 -0.0065549999999999992 0.097595000000000029 -0.064534999999999995 0.11007500000000002 -0.067434999999999981 -0.24445500000000001 0.13042000000000004 0.087505000000000013 -0.010145 0.0048000000000000013 -0.17548999999999998 -0.032374999999999994 0.087065000000000017 0.10435500000000002 -0.24151999999999998 -0.089549999999999991 0.096520000000000022 0.25155500000000008 0.14607000000000003 -0.0024749999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 -3 4 -4 -2 7 -6 -8 10 11 -7 13 -13 -14 16 -12 -11 20 -20 -19 -22 -21 26 25 -25 29 -26 -29 -1 32 -32 -31 -30 -18
right_child=5 2 3 -5 6 9 8 -9 -10 17 15 12 14 -15 -16 -17 34 18 19 22 21 -23 -24 24 27 -27 -28 28 33 30 31 -33 -34 -35 -36
leaf_value=-0.00025144248228869146 0.00036073483912008037 -0.0017899325436691203 -0.00053342348693979523 -0.00072796305775859845 0.00059733650849212543 0.00057123525775102778 -0.00045418643676476393 6.6536634804655674e-05 5.7562635106735061e-05 -0.00037636570668379919 0.00038610426791636868 6.1214551812926923e-05 -0.00044035578445385086 0.00061194350661290114 0.00016004187957552188 -0.00038099490197618109 -4.8707283044758597e-05 -0.00033557289981159147 -0.00014854591539830784 6.0920047392562469e-05 -5.5727653420886589e-05 0.00033637959439730507 0.00047026381160846404 8.5716766121155235e-05 -0.00030620924676073158 0.00060291699413326431 -0.00031015897349753567 0.00032093827020380957 -0.00022351701736570513 0.00044164090466911607 -0.00015495179873374195 0.00021314335194239125 6.0653213434339847e-05 6.0819356107445474e-05 -0.00030816063559940278
leaf_weight=49 76 48 88 53 61 46 51 170 138 52 59 451 71 76 48 64 52 67 51 62 1017 53 73 52 49 57 62 57 46 55 155 74 47 56 46
leaf_count=49 76 48 88 53 61 46 51 170 138 52 59 451 71 76 48 64 52 67 51 62 1017 53 73 52 49 57 62 57 46 55 155 74 47 56 46
internal_value=0 -8.38389e-05 -0.000228097 -9.30051e-05 -2.51479e-05 1.50349e-05 7.93989e-05 0.000210248 -7.61971e-05 3.19401e-06 6.40716e-05 0.000113362 7.94905e-05 0.00014219 -0.000191299 -8.65626e-05 2.82467e-05 -3.66333e-05 -2.26615e-05 0.000164142 -5.39404e-05 -3.55404e-05 0.000288333 3.08314e-05 0.00011374 0.00036369 -2.6778e-05 -1.33079e-05 7.18087e-05 1.73036e-05 5.9561e-05 -3.24292e-05 0.000274114 -5.93851e-05 -0.000178845
internal_weight=0 1368 609 561 508 2364 420 231 189 2288 913 692 646 527 119 221 157 1375 1323 186 1137 1070 135 759 317 109 442 208 159 380 331 229 102 102 98
internal_count=3732 1368 609 561 508 2364 420 231 189 2288 913 692 646 527 119 221 157 1375 1323 186 1137 1070 135 759 317 109 442 208 159 380 331 229 102 102 98
is_linear=0
shrinkage=0.0995203


Tree=8921
num_leaves=25
num_cat=0
split_feature=6 6 1 23 3 18 0 9 3 3 8 20 3 20 0 9 3 8 3 3 8 8 8 2
split_gain=0.000993764 0.00508904 0.0149208 0.00108339 0.00108036 0.00124077 0.00146068 0.000907213 0.00156558 0.0014481 0.00101279 0.000519494 0.0013082 0.00108814 0.000631859 0.000606907 0.00055171 0.00101616 0.00187821 0.000917141 0.00159094 0.000863241 0.000614182 0.000178039
threshold=0.090710000000000027 0.092980000000000021 -0.083284999999999984 0.086650000000000019 0.14530500000000005 0.11362500000000002 -0.073464999999999989 0.083760000000000015 0.091295000000000029 0.093245000000000022 -0.082419999999999993 0.0074100000000000017 0.08844500000000001 1.0000000180025095e-35 -0.094389999999999988 0.09055500000000001 0.086775000000000033 -0.083504999999999982 0.084795000000000023 0.08920500000000002 -0.088304999999999995 -0.085089999999999985 -0.49499500000000002 -0.035314999999999992
decision_type=2 2 2 2 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 5 7 -7 -3 10 -10 -9 13 -13 16 23 -16 17 21 -19 20 -18 -1 -21 -14
right_child=1 4 -4 -5 -6 6 -8 8 9 -11 -12 12 14 -15 15 -17 19 18 -20 22 -22 -23 -24 -25
leaf_value=-1.0631120213358496e-05 -0.0020147836103198992 -0.00031007626965711809 0.00016591969218755559 -0.00039077605691961205 0.00044335403699765805 -0.00075033023519618469 -9.758283945167023e-07 7.1450468254499278e-05 -0.00038164089586037757 9.580589381417443e-05 0.00073746722713117715 0.00059195406986946937 -0.00026193139423043977 -0.000466428010879901 0.00043483274783162298 -2.3999301902898546e-05 -0.00025227182555828356 0 -0.00048698471052795942 -0.00032055713129621545 0.00027281494301549059 0.00040963994027615614 1.8807721830741573e-05 -1.9970583239277196e-06
leaf_weight=439 51 69 78 66 49 49 59 46 84 248 51 53 49 48 58 50 68 198 129 55 320 54 1291 70
leaf_count=439 51 69 78 66 49 49 59 46 84 248 51 53 49 48 58 50 68 198 129 55 320 54 1291 70
internal_value=0 -0.000118481 -0.000689873 7.38786e-06 -4.6969e-06 -4.22763e-05 -0.000348541 2.24986e-05 7.7898e-05 -2.25282e-05 0.000430064 1.67902e-05 0.000145651 2.60891e-06 3.78415e-05 0.000214831 1.17445e-05 -5.50775e-05 -0.00019149 4.38165e-05 0.00017868 3.37422e-05 4.33246e-06 -0.000115908
internal_weight=0 784 129 2948 655 606 108 498 429 332 97 2882 280 2602 227 108 2554 820 327 1734 388 493 1346 119
internal_count=3732 784 129 2948 655 606 108 498 429 332 97 2882 280 2602 227 108 2554 820 327 1734 388 493 1346 119
is_linear=0
shrinkage=0.0995203


Tree=8922
num_leaves=25
num_cat=0
split_feature=6 6 9 23 3 26 6 17 17 0 26 26 12 6 0 2 2 9 6 8 9 4 3 20
split_gain=0.000802769 0.00411799 0.0124133 0.000878063 0.000876097 0.00108972 0.00116425 0.00176116 0.00136426 0.0013525 0.00143353 0.000931153 0.000500799 0.000442612 0.0013514 0.00145256 0.00118215 0.00211676 0.00108808 0.00193498 0.000884934 0.00058798 0.000805809 0.000505897
threshold=0.090710000000000027 0.092980000000000021 0.088610000000000008 0.086650000000000019 0.14530500000000005 0.11538500000000003 0.11816500000000002 0.40827500000000011 0.07134500000000002 -0.072039999999999979 0.090930000000000025 0.12043500000000003 -0.086019999999999999 -0.12640499999999996 -0.15137999999999999 0.08814000000000001 -0.032624999999999994 -0.063329999999999984 -0.10198499999999999 -0.083849999999999994 0.10864500000000002 0.11394500000000003 0.086775000000000033 -0.054979999999999994
decision_type=2 2 2 2 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 6 7 8 -3 10 -8 -7 -1 14 15 -14 20 -18 19 -15 -16 22 -20 -23
right_child=1 4 -4 -5 -6 11 9 -9 -10 -11 -12 -13 13 18 16 -17 17 -19 21 -21 -22 23 -24 -25
leaf_value=-0.00027345510176458111 -0.0018489478456904086 0.00012761271043930088 0.00014649735693593024 -0.00035188595211617298 0.00039923135396986373 -0.00065380727380689161 -7.1539849507149284e-05 0.00060489441276209222 -0.0004430182376484042 0.00018029532765140993 -0.00082694990423328428 -4.6829270387841709e-05 5.0518989819369798e-05 5.9656171612376104e-05 5.7567421946227151e-05 0.00084851721806917884 6.6379578631267869e-05 -0.00071062475992564181 -5.9760756647169206e-05 -0.00077684955145392997 0.000550766593695014 1.143149276592638e-05 7.149191080684349e-05 -0.00040384671895264017
leaf_weight=58 50 220 79 66 49 48 60 63 51 59 46 59 49 60 155 46 104 51 667 48 49 50 1486 59
leaf_count=58 50 220 79 66 49 48 60 63 51 59 46 59 49 60 155 46 104 51 667 48 49 50 1486 59
internal_value=0 -0.000106585 -0.000620585 6.52131e-06 -4.10507e-06 -3.8069e-05 2.21962e-05 0.000130507 1.72038e-05 -0.000192089 -0.000407082 -0.000326769 1.50132e-05 2.12277e-05 0.000111311 0.000445535 2.0587e-05 -0.000183999 3.62577e-06 -0.000304544 0.000180045 1.87014e-05 3.04496e-05 -0.000205842
internal_weight=0 784 129 2948 655 606 499 334 271 165 106 107 2882 2824 454 95 359 155 2370 108 204 2262 2153 109
internal_count=3732 784 129 2948 655 606 499 334 271 165 106 107 2882 2824 454 95 359 155 2370 108 204 2262 2153 109
is_linear=0
shrinkage=0.0995203


Tree=8923
num_leaves=20
num_cat=0
split_feature=6 6 3 18 1 23 9 3 3 6 20 3 26 9 0 26 21 20 18
split_gain=0.000767279 0.00960683 0.000714588 0.00105759 0.00185537 0.000712598 0.000649152 0.00104981 0.00157171 0.000542668 0.000427307 0.0011051 0.000973482 0.00106687 0.0021239 0.00124972 0.000514511 0.00054461 0.000184157
threshold=0.092120000000000021 0.093245000000000022 0.14530500000000005 0.10307000000000002 -0.072579999999999992 0.086650000000000019 0.083760000000000015 0.091405000000000028 0.092635000000000023 0.091295000000000029 0.0057800000000000013 0.089605000000000018 -0.23202999999999999 0.11222500000000002 -0.065939999999999985 0.11819500000000002 0.092470000000000011 0.14849500000000004 -0.067924999999999999
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 6 -5 9 -3 18 -9 10 12 -12 -1 15 -15 -14 -13 -18 -8
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 11 16 13 14 -16 -17 17 -19 -20
leaf_value=-0.00033792893065149541 -0.0014245447024898846 -0.0002459012047342811 0.0003594997913023967 3.3362608042545205e-06 -0.00072598332245101926 -0.00031686618535902534 0.0005263117416327434 -0.00051912552325380514 9.8406963658525081e-05 0.00034940670986616229 0.00047407292319636524 -0.00020775020231482986 7.292308524057885e-06 -2.786954431365287e-05 0.00082760442317796631 -0.00034193439983174606 0.00026043939878855709 -0.00013377457386817723 0.00020435422086966128
leaf_weight=84 51 67 49 87 55 66 48 49 244 47 68 70 2329 72 46 106 97 51 46
leaf_count=84 51 67 49 87 55 66 48 49 244 47 68 70 2329 72 46 106 97 51 46
internal_value=0 -0.000109592 -4.34953e-06 -3.56369e-05 -0.000273382 6.06791e-06 3.69208e-05 8.80001e-05 -2.07251e-06 1.35199e-05 7.83895e-06 0.000123482 -4.3929e-06 6.26061e-06 0.000298683 -7.57398e-06 1.03686e-05 0.000119064 0.000377467
internal_weight=0 696 645 596 142 3036 454 387 293 2970 2923 286 2637 2553 118 2435 218 148 94
internal_count=3732 696 645 596 142 3036 454 387 293 2970 2923 286 2637 2553 118 2435 218 148 94
is_linear=0
shrinkage=0.0995203


Tree=8924
num_leaves=24
num_cat=0
split_feature=28 6 6 26 8 6 17 0 3 0 18 9 1 18 19 17 6 8 9 26 10 8 0
split_gain=0.0126239 0.0013979 0.00754968 0.000745352 0.00131395 0.00286127 0.00428234 0.00119599 0.000909687 0.00151224 0.00121135 0.0011141 0.000713287 0.000400922 0.000487507 0.00057874 0.00143315 0.000480427 0.000428544 0.000873911 0.000592632 0.000267964 0.000120813
threshold=0.080375000000000016 0.088565000000000019 0.089090000000000016 0.095245000000000024 -0.068549999999999986 0.11690000000000002 0.056905000000000011 -0.069824999999999984 0.10871500000000002 -0.085794999999999996 -0.074709999999999985 0.083835000000000021 -0.072005 0.11906500000000002 0.13251500000000005 0.26430000000000003 -0.049005 -0.071594999999999992 0.11222500000000002 -0.0083299999999999989 0.089090000000000016 1.0000000180025095e-35 -0.086855000000000002
decision_type=2 2 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 8 5 6 -5 -6 9 11 -11 -4 -9 14 15 18 -17 22 20 -20 -1 -19 -15
right_child=-2 2 3 4 7 -7 -8 12 -10 10 -12 -13 -14 17 -16 16 -18 21 19 -21 -22 -23 -24
leaf_value=-1.245784034266352e-05 -0.0012643008866716882 0.0012661940963224001 0.00070682894913818867 8.7213701092265684e-05 -0.00035141372695673799 -0.00027292233502646131 0.0011526447938790532 0.0004412105904043189 -0.00038181726894272785 0.0001436143155276057 -0.00020661345489194835 3.1059517210635345e-05 -5.1322788020400683e-05 8.5377349345626421e-05 0.00029969908605221999 4.1658421075891189e-05 -0.00060951469903019583 0.00045911681393921976 -0.00010067942852115501 0.00041204700142376683 -0.00032801882844516107 9.6196517473549415e-05 -0.0001378882170933434
leaf_weight=2124 76 55 51 87 69 54 68 53 58 172 223 51 59 46 47 78 56 49 60 68 61 46 47
leaf_count=2124 76 55 51 87 69 54 68 53 58 172 223 51 59 46 47 78 56 49 60 68 61 46 47
internal_value=0 3.14529e-05 0.000131911 6.50286e-05 0.000170563 0.000340812 0.00055991 -2.14996e-05 -7.65579e-06 3.43618e-05 -5.20367e-05 0.00037697 0.000174442 -5.69841e-06 -1.65553e-05 -2.29642e-05 -0.000224365 0.000133974 -1.09424e-05 0.000165311 -2.16422e-05 0.000292004 -1.86534e-05
internal_weight=0 3682 1000 945 390 209 155 181 555 497 395 102 112 2682 2494 2447 134 188 2313 128 2185 95 93
internal_count=3758 3682 1000 945 390 209 155 181 555 497 395 102 112 2682 2494 2447 134 188 2313 128 2185 95 93
is_linear=0
shrinkage=0.0995203


Tree=8925
num_leaves=21
num_cat=0
split_feature=28 6 6 18 26 26 9 26 5 4 9 20 26 9 24 6 0 9 26 19
split_gain=0.0102371 0.00114483 0.00400258 0.00907882 0.000686687 0.00223523 0.0010317 0.00132565 0.000761961 0.00073892 0.00103045 0.00036374 0.000731055 0.000906035 0.000456506 0.000655525 0.000816878 0.000594993 0.000414281 0.000344164
threshold=0.080375000000000016 0.087765000000000024 0.088845000000000021 -0.011835 0.084355000000000027 0.086835000000000009 0.09518500000000002 0.11991000000000003 -0.082635 0.09939000000000002 0.084290000000000018 0.0057800000000000013 -0.23202999999999999 0.11690000000000002 0.084270000000000025 -0.13803499999999999 -0.13056499999999996 0.091010000000000021 0.11724000000000002 -0.071824999999999986
decision_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 -3 9 -6 8 -8 -7 10 -4 12 -1 18 15 16 -13 -17 19 -14
right_child=-2 2 4 -5 5 6 7 -9 -10 -11 -12 14 13 -15 -16 17 -18 -19 -20 -21
leaf_value=-0.00032568078127008737 -0.0011384774926035198 0.001754128210884503 -0.000612611968594431 -2.970019337661704e-05 0.00074633968340230095 -0.0003183845736431909 0.00040453971918482176 -8.4197703005619464e-05 1.6332969832738351e-05 0.00014921875724999053 -4.1086558377346502e-06 -0.00042266294471545243 0.00023248899913327293 0.00032366585952108674 0.00037496039059606073 0.00034610435497299042 6.6125224234665458e-05 -5.0927589351470372e-05 -0.00024072513868619711 -2.1300356718483558e-05
leaf_weight=76 76 46 51 71 48 79 144 85 435 59 66 53 54 77 48 91 88 58 84 1969
leaf_count=76 76 46 51 71 48 79 144 85 435 59 66 53 54 77 48 91 88 58 84 1969
internal_value=0 2.8367e-05 0.000114323 0.000664638 4.6892e-05 8.70717e-05 4.33792e-05 0.000219556 -3.35193e-05 -0.000129037 -0.000276351 -7.18247e-06 -2.18745e-05 -1.09277e-05 8.86322e-05 3.84171e-05 -0.000111798 0.000186061 -2.35439e-05 -1.41213e-05
internal_weight=0 3682 1084 117 967 791 743 229 514 176 117 2598 2260 2184 338 290 141 149 2107 2023
internal_count=3758 3682 1084 117 967 791 743 229 514 176 117 2598 2260 2184 338 290 141 149 2107 2023
is_linear=0
shrinkage=0.0995203


Tree=8926
num_leaves=23
num_cat=0
split_feature=0 0 1 1 2 0 2 18 10 0 5 11 3 0 24 18 3 18 8 1 17 1
split_gain=0.00197948 0.00640286 0.00116264 0.00897542 0.000617317 0.0011977 0.000584848 0.000655315 0.000704989 0.000527057 0.000551401 0.000518448 0.00138196 0.00045141 0.000445181 0.000407369 0.00118552 0.000537826 0.000405848 0.00138217 0.000900217 0.000735064
threshold=-0.036664999999999996 -0.0083449999999999983 -0.082849999999999993 -0.084204999999999988 0.097285000000000024 0.053120000000000007 -0.015714999999999996 -0.057764999999999997 0.079225000000000018 -0.078809999999999991 0.0076350000000000012 -0.37931999999999999 0.14940500000000004 0.15238000000000004 -1.0000000180025095e-35 0.11061000000000003 0.10871500000000002 0.10307000000000002 -0.080835000000000004 -0.093734999999999999 -0.14867499999999997 -0.085349999999999995
decision_type=2 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 6 -6 7 -3 13 18 -11 -4 14 -9 -13 17 -17 -16 20 -20 -1 -22
right_child=1 4 11 -5 5 -7 -8 8 -10 10 -12 12 -14 -15 15 16 -18 -19 19 -21 21 -23
leaf_value=0.00037131029224871136 -0.00095691572085604816 -0.00026449662860971574 -0.00031804229648211755 0.0013444216978174995 -0.00058053669313127589 0.00011102388720510125 0.00036689901948498541 -0.00020988736054781542 0.00037763713059534823 0.00047610987308506486 2.3608532838968377e-05 0.0002918405679272879 0.00050682416370597641 0.00017347636902595941 -1.3284247194666324e-05 0.00022700933242989979 -0.00022376191766612549 -0.00028543829913838062 -0.00048225390778989803 0.00019532416315376494 3.4502679320668893e-05 -0.00039356837846493296
leaf_weight=67 87 70 49 57 49 47 50 69 59 50 66 50 54 53 2107 211 78 75 65 53 245 47
leaf_count=67 87 70 49 57 49 47 50 69 59 50 66 50 54 53 2107 211 78 75 65 53 245 47
internal_value=0 -0.000183551 3.20391e-05 0.000151216 -1.20104e-05 -0.000233433 5.58898e-05 -2.80288e-06 9.38819e-05 3.5143e-05 0.000225709 2.2054e-06 8.61735e-06 -3.6634e-05 -1.72956e-06 -8.00117e-06 0.000102515 -2.30139e-05 -9.48396e-06 -0.000170981 4.13182e-05 -3.15957e-05
internal_weight=0 484 3274 650 397 96 301 251 181 593 116 2624 2575 122 2521 2471 289 2182 477 118 359 292
internal_count=3758 484 3274 650 397 96 301 251 181 593 116 2624 2575 122 2521 2471 289 2182 477 118 359 292
is_linear=0
shrinkage=0.0995203


Tree=8927
num_leaves=28
num_cat=0
split_feature=0 0 1 1 0 18 18 4 0 2 5 5 18 6 6 8 1 20 20 5 2 38 4 2 2 20 5
split_gain=0.0017646 0.0080241 0.00102247 0.00873294 0.000523286 0.000799203 0.000980505 0.00160658 0.00072995 0.000521126 0.000545581 0.000704953 0.0010008 0.000508329 0.000739843 0.00186935 0.000648737 0.000439487 0.00161888 0.000567377 0.000532472 0.000498406 0.000539617 0.000542295 0.000909394 0.000508959 0.000137198
threshold=-0.01213 0.0083400000000000019 -0.083684999999999996 -0.084514999999999993 0.048265000000000009 -0.12363 -0.018629999999999997 0.10353000000000002 0.15238000000000004 -0.086304999999999993 -0.02504 -0.0089549999999999994 -0.015069999999999998 0.08463500000000003 0.089315000000000019 -0.080835000000000004 -0.090374999999999997 -0.09280999999999999 -0.097769999999999996 -0.01504 -0.080484999999999987 -0.07453499999999999 0.14566000000000004 0.10674000000000002 0.094050000000000022 -0.048779999999999997 0.012305000000000002
decision_type=2 2 2 2 2 2 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 -3 -6 -7 8 -8 13 -11 -12 -13 -1 16 -16 -15 18 19 20 -4 -19 23 24 -23 -25 -21
right_child=1 4 17 -5 5 6 7 -9 -10 10 11 12 -14 14 15 -17 -18 21 -20 26 -22 22 -24 25 -26 -27 -28
leaf_value=0.00020507019486874932 -0.0013466282561989688 -0.00024202771837759251 -4.7888087990525767e-05 0.0014464103161004058 0.00040459437987786764 -0.00036151507185279392 -0.00037430502349889105 0.00057215975884323568 0.00013636065027352519 0.00043320078175834335 -0.00018246426613539884 0.00033308267800682696 -0.00012498150994283538 -0.00051305933462240114 0.0004375702221117065 -0.00036766924753109414 -2.6446717388337883e-05 0.00033244574331080256 -0.00063037623365995118 -0.00031267048007680158 0.00032785568047649665 1.0273821030590013e-05 -0.0003290224327891745 0.00042999062954973281 -0.00042354406500798899 6.4054707017746642e-05 -5.9709293342623101e-05
leaf_weight=56 52 82 79 47 50 65 54 49 54 49 78 130 71 65 60 54 53 48 50 49 66 2054 46 56 49 137 55
leaf_count=56 52 82 79 47 50 65 54 49 54 49 78 130 71 65 60 54 53 48 50 49 66 2054 46 56 49 137 55
internal_value=0 -0.000192002 2.76423e-05 0.000138338 -2.00835e-05 4.38165e-05 -3.37523e-05 9.67315e-05 -0.000111392 3.72044e-05 0.00012379 6.65147e-05 0.000167206 -5.85644e-05 -0.000125729 4.89601e-05 -0.000301434 4.47972e-08 -0.000113397 -6.29791e-06 0.000117494 1.45794e-05 7.71507e-06 1.48181e-05 0 0.000174475 -0.000186764
internal_weight=0 406 3352 663 354 272 222 157 108 616 328 279 201 288 232 114 118 2689 299 249 145 2390 2342 2296 2103 193 104
internal_count=3758 406 3352 663 354 272 222 157 108 616 328 279 201 288 232 114 118 2689 299 249 145 2390 2342 2296 2103 193 104
is_linear=0
shrinkage=0.0995203


Tree=8928
num_leaves=15
num_cat=0
split_feature=18 4 18 8 3 6 3 17 18 6 1 1 0 1
split_gain=0.00606149 0.00244036 0.000615762 0.00122766 0.00183581 0.00100915 0.00285441 0.00127936 0.0013105 0.000725865 0.000699888 0.00114477 0.000717672 0.000604119
threshold=0.26473000000000008 0.15730000000000002 0.11769500000000002 -0.070649999999999991 0.10871500000000002 0.11816500000000002 0.097880000000000023 0.50644500000000015 -0.023444999999999997 0.18123500000000006 -0.085349999999999995 -0.083284999999999984 -0.084534999999999985 -0.072579999999999992
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 10 -9 -8 12 -12 -1 -4
right_child=-2 -3 3 4 -6 6 9 8 -10 -11 11 -13 -14 -15
leaf_value=0.00029342362329079524 -0.00088468655030888123 -0.00068054365227223452 0.00018560570464489873 0.00073962316256251414 2.8868974555311446e-05 -0.00075816280266144203 -0.00013921972986584278 0.00074542821396238602 4.0653867917067058e-05 0.00040131248773127352 -0.00033548726645109668 1.5560880921009851e-05 5.8340784493548932e-05 -0.0002519839585713202
leaf_weight=168 73 47 58 72 77 60 50 51 59 46 96 2205 613 66
leaf_count=168 73 47 58 72 77 60 50 51 59 46 96 2205 613 66
internal_value=0 3.09892e-05 4.04509e-05 0.00018472 0.000377815 2.84425e-05 -0.000217887 4.07376e-05 0.000374855 0.000111258 2.85469e-05 5.59028e-07 0.000109957 -4.07031e-05
internal_weight=0 3668 3621 273 149 3348 156 3192 110 96 3082 2301 781 124
internal_count=3741 3668 3621 273 149 3348 156 3192 110 96 3082 2301 781 124
is_linear=0
shrinkage=0.0995203


Tree=8929
num_leaves=25
num_cat=0
split_feature=4 26 8 1 26 5 0 26 26 2 5 26 17 26 17 0 0 5 9 1 1 4 4 1
split_gain=0.00192785 0.00100195 0.0044253 0.00680682 0.00191121 0.000999522 0.00117048 0.00112618 0.00121576 0.00112808 0.000700229 0.00113259 0.000969676 0.0011054 0.00118737 0.000691419 0.00120495 0.00151714 0.00101378 0.00100331 0.000973152 0.000580697 0.000646005 0.000496583
threshold=0.15730000000000002 0.090715000000000032 -0.11061499999999999 -0.083899999999999988 0.091195000000000012 0.0047850000000000011 -0.1021 0.086255000000000012 0.084100000000000022 -0.085944999999999994 -0.0070049999999999999 0.090095000000000022 -0.096019999999999994 0.087675000000000017 -0.0058449999999999995 -0.077174999999999994 -0.071029999999999996 0.054660000000000007 0.09227500000000001 -0.085349999999999995 -0.040439999999999997 0.14039500000000002 0.13528000000000004 -0.50954999999999984
decision_type=2 2 2 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 -4 10 -7 8 23 -9 11 21 -12 14 -14 19 17 -17 -18 -6 -21 22 -1 -8
right_child=-2 2 4 -5 15 6 7 9 -10 -11 12 -13 13 -15 -16 16 18 -19 -20 20 -22 -23 -24 -25
leaf_value=2.6997477422102973e-05 -0.00060794166598926132 -0.0015800223461860706 -0.00060512771193843595 -4.9478188616222951e-05 0.00035489947585675341 0.00054810844078968942 0.00031256879328667365 0 -0.00044437452741392339 0.00060149053322848057 0.00020821814651720021 0.00051915556584129178 -0.00025668422024577867 -0.00062401552072289092 0.00032353346296497417 0.0005503043265569972 0.00044026254408625719 -6.3174330006063683e-05 -6.5951543122023625e-05 -0.00026627238171272926 5.4924524309493728e-05 0.00033396721927193276 -0.00033604545510979147 3.8559268244558416e-05
leaf_weight=1475 49 46 47 80 53 69 83 53 46 81 65 48 129 53 47 114 46 58 262 187 180 59 50 361
leaf_count=1475 49 46 47 80 53 69 83 53 46 81 65 48 129 53 47 114 46 58 262 187 180 59 50 361
internal_value=0 2.01069e-05 -6.05335e-05 -0.000614746 1.2341e-05 5.34577e-05 0.000156091 0.000111431 3.96365e-05 0.000367852 1.6104e-05 4.19493e-05 -0.000124579 -0.000222616 -9.70884e-05 4.54962e-05 0.000127552 0.000338674 6.99404e-06 -4.63324e-05 -0.000106507 2.69716e-05 1.45576e-05 9.16256e-05
internal_weight=0 3692 1073 126 947 2619 693 624 490 134 1926 1632 294 229 176 900 480 172 308 420 367 1584 1525 444
internal_count=3741 3692 1073 126 947 2619 693 624 490 134 1926 1632 294 229 176 900 480 172 308 420 367 1584 1525 444
is_linear=0
shrinkage=0.0995203


Tree=8930
num_leaves=19
num_cat=0
split_feature=18 4 2 17 0 4 20 3 1 6 6 0 9 1 9 18 0 4
split_gain=0.0049994 0.00161889 0.000699059 0.00178106 0.0031188 0.000638841 0.00236488 0.000808701 0.000615756 0.00125695 0.00159803 0.001367 0.00104579 0.00126586 0.00102449 0.000805741 0.000658185 0.000147808
threshold=0.26473000000000008 0.15730000000000002 0.09556000000000002 -0.053765 -0.1021 0.10533000000000002 -0.042414999999999994 0.11693000000000002 -0.049499999999999995 0.11816500000000002 0.11413500000000003 -0.072039999999999979 0.11408000000000003 -0.040439999999999997 0.10199500000000002 0.0089800000000000036 -0.081094999999999987 0.097375000000000017
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 4 -4 -5 -7 -8 9 10 16 -11 13 -10 -15 -14 -1 -6
right_child=-2 -3 3 5 17 6 7 -9 12 11 -12 -13 15 14 -16 -17 -18 -19
leaf_value=0 -0.00080460998688876772 -0.00055231343960832091 0.00098598208818006378 0.00022051896852806876 0.00018367700755180845 -0.00068344915539908188 0.00044381650149299484 -5.705189111766133e-05 -0.00042051019830893034 -0.00065177601948236956 0.00063778991811271936 7.5230655043467869e-05 3.9678337564775857e-05 8.9862676021182054e-07 -0.00029544022852903874 0.00055574709468930771 0.00013754786269879244 -5.0281533167754862e-05
leaf_weight=684 73 47 60 90 53 51 47 93 85 49 51 50 82 1329 126 51 674 46
leaf_count=684 73 47 60 90 53 51 47 93 85 49 51 50 82 1329 126 51 674 46
internal_value=0 2.69844e-05 3.47297e-05 0.000152557 0.000418748 0 -0.00010106 0.00010525 1.81742e-05 6.44373e-05 8.89616e-05 -0.000276332 -2.30368e-05 -4.66069e-05 -2.42011e-05 0.000243725 6.77474e-05 6.67001e-05
internal_weight=0 3668 3621 440 159 281 191 140 3181 1508 1409 99 1673 1540 1455 133 1358 99
internal_count=3741 3668 3621 440 159 281 191 140 3181 1508 1409 99 1673 1540 1455 133 1358 99
is_linear=0
shrinkage=0.0995203


Tree=8931
num_leaves=15
num_cat=0
split_feature=18 29 20 20 1 1 6 6 17 18 4 20 17 17
split_gain=0.00405426 0.00137371 0.000428562 0.00216739 0.000834894 0.000847416 0.000797513 0.00228754 0.0011449 0.00210396 0.000695937 0.000539387 0.000428255 0.000649194
threshold=0.26473000000000008 -0.117605 -0.073489999999999986 -0.069854999999999987 -0.043804999999999997 -0.034059999999999993 0.11816500000000002 0.12386500000000002 0.26760500000000004 -0.067359999999999989 0.09939000000000002 0.14849500000000004 -0.47196999999999995 -0.27561999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 10 -6 8 -8 11 -10 -3 -5 -7 -14
right_child=-2 2 3 6 5 12 7 -9 9 -11 -12 -13 13 -15
leaf_value=-0.00048759937039134164 -0.00072453505661771551 0 0.00067752533917262402 3.9435544153759593e-05 -0.00045202285648425819 0.00022178452014984175 -0.00076126305212339802 0.00014283116622552778 0.00086103309837088282 0.00010328859144328389 0.0005080545777310714 -0.00021937117616188765 -0.00035430228375276019 -2.3041255589905934e-05
leaf_weight=51 73 54 54 2180 51 60 46 67 47 175 50 82 65 686
leaf_count=51 73 54 54 2180 51 60 46 67 47 175 50 82 65 686
internal_value=0 2.43241e-05 3.17686e-05 5.25463e-05 -2.44043e-05 -5.73094e-05 3.92358e-05 -0.000217963 5.12656e-05 0.0002674 0.000240457 2.96916e-05 -3.14783e-05 -5.28024e-05
internal_weight=0 3668 3617 2651 966 862 2597 113 2484 222 104 2262 811 751
internal_count=3741 3668 3617 2651 966 862 2597 113 2484 222 104 2262 811 751
is_linear=0
shrinkage=0.0995203


Tree=8932
num_leaves=16
num_cat=0
split_feature=1 1 29 6 18 1 2 17 17 4 2 18 26 4 4
split_gain=0.00150644 0.00881773 0.00100047 0.0032641 0.000744338 0.000465542 0.000622421 0.00126821 0.00053722 0.000956136 0.000549051 0.000423872 0.000368766 0.00134487 0.00108597
threshold=-0.094454999999999997 -0.10241499999999999 0.092780000000000015 -0.095324999999999993 0.26090000000000008 -0.53140500000000002 0.12875500000000004 -0.55754499999999996 -0.14679499999999998 0.087155000000000024 -0.097424999999999998 0.15891500000000006 -0.23202999999999999 0.14727500000000002 0.13528000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 11 -1 7 -7 10 -10 -9 12 -2 14 -14
right_child=2 -3 3 -5 -6 6 -8 8 9 -11 -12 -13 13 -15 -16
leaf_value=0.00027776223509918602 -0.00026323103620288585 0.0014305884504760349 0.00092036416636970026 -0.0002164358336167456 0.00031447744063491394 0.00043192963363231795 -0.00027774801902349526 -2.2110018066995938e-06 0.00021862673709774013 -0.00027756731558321786 -0.00041688844163281427 -0.00032622107457236149 -1.256276201737167e-05 0.00050675957378565318 -0.00036643772838769597
leaf_weight=75 61 50 46 53 65 73 64 82 140 52 56 46 2741 48 89
leaf_count=75 61 50 46 53 65 73 64 82 140 52 56 46 2741 48 89
internal_value=0 0.000165448 -7.3986e-06 0.000303506 -1.77587e-05 4.72271e-05 8.45029e-06 5.59325e-05 -2.4762e-05 7.99771e-05 -0.000176418 -2.52675e-05 -2.02786e-05 -1.48447e-05 -2.3981e-05
internal_weight=0 592 3149 99 3050 542 467 403 330 192 138 2985 2939 2878 2830
internal_count=3741 592 3149 99 3050 542 467 403 330 192 138 2985 2939 2878 2830
is_linear=0
shrinkage=0.0995203


Tree=8933
num_leaves=21
num_cat=0
split_feature=1 1 1 30 3 9 8 5 1 2 3 0 9 2 3 19 9 9 9 3
split_gain=0.00126981 0.00823755 0.000561041 0.00109083 0.000699483 0.000442355 0.00109867 0.000761492 0.000577538 0.000547256 0.000392898 0.00122881 0.00158734 0.000738641 0.00175086 0.000338238 0.00039365 0.00132456 0.000601239 0.000211968
threshold=-0.095674999999999996 -0.10771499999999999 0.51334500000000016 0.084650000000000017 0.16149500000000003 0.098465000000000011 0.096835000000000018 0.44834500000000005 -0.53140500000000002 0.097285000000000024 0.084550000000000028 -0.086944999999999995 0.083925000000000013 -0.081734999999999988 0.083725000000000022 -0.099114999999999995 0.11408000000000003 0.11891000000000003 0.10371500000000002 -0.0091599999999999997
decision_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 -4 10 6 7 8 -1 -10 11 13 19 14 -2 -12 18 -18 -17 -13
right_child=2 -3 3 -5 -6 -7 -8 -9 9 -11 15 12 -14 -15 -16 16 17 -19 -20 -21
leaf_value=0.0002766610305217991 -9.6056134546363881e-05 0.0013882948646899943 -9.8807906869872455e-06 0.00058511362037246288 -0.0003182586894795625 0.00028300845347958235 -0.00044185823280068416 0.00042933891816659172 3.7454585195083646e-05 -0.0002475758136022241 -0.00022598047893624597 -0.00016399688856128935 -0.00062515319629633133 -0.00022125991544959028 0.00066918856742270532 1.2855651913752025e-05 0.00055774218049248149 -4.6050246755691653e-05 -0.00020799540718053223 0.00013153436853380671
leaf_weight=65 69 49 83 46 74 64 49 48 208 96 61 49 79 54 50 2269 55 98 129 46
leaf_count=65 69 49 83 46 74 64 49 48 208 96 61 49 79 54 50 2269 55 98 129 46
internal_value=0 0.000153264 -6.85787e-06 0.000195942 -1.57533e-05 3.75371e-05 2.06751e-06 5.61946e-05 5.43698e-06 -4.98622e-05 -7.91144e-06 -0.000107514 -0.000295244 7.65681e-05 0.000218596 5.00724e-06 1.08516e-05 0.000165649 6.33624e-07 -1.22804e-05
internal_weight=0 579 3162 129 3033 530 466 417 369 304 2959 347 174 173 119 2612 2551 153 2398 95
internal_count=3741 579 3162 129 3033 530 466 417 369 304 2959 347 174 173 119 2612 2551 153 2398 95
is_linear=0
shrinkage=0.0995203


Tree=8934
num_leaves=18
num_cat=0
split_feature=8 3 17 17 3 26 28 3 4 17 17 4 19 21 21 3 21
split_gain=0.000986659 0.000702213 0.00432506 0.00869182 0.000922207 0.000605715 0.000599361 0.000508696 0.000453541 0.000614331 0.00121583 0.0011657 0.000327064 0.000527045 0.000512927 0.00110999 0.000513434
threshold=-0.51030999999999993 0.08920500000000002 -0.15313499999999999 -0.21387500000000001 0.088845000000000021 0.084100000000000022 0.094675000000000023 0.089535000000000017 0.13528000000000004 -0.0046399999999999992 -0.000475 0.087155000000000024 0.13265500000000005 0.10557500000000002 -0.081904999999999992 0.10726500000000001 -0.010234999999999999
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 8 -2 7 -3 9 11 -11 -4 14 -14 15 -9 -16
right_child=1 6 4 -5 -6 -7 -8 12 -10 10 -12 -13 13 -15 16 -17 -18
leaf_value=0.00035969259813957416 0.00032130237290062833 -0.00035379623648730963 -2.5319365037032126e-05 0.0016706963693144236 0.0003697137536993207 -0.00013487667453738892 0.00032250173766648795 -0.00047303243580507944 -0.00031154229880344829 0.00040657339852914184 2.5829048813047304e-06 -0.00049684805696256155 0.00038258771277953368 -5.5776251133421468e-05 0.00017499341006588459 0.00010221444094023892 -3.7047960931898207e-05
leaf_weight=81 52 49 649 48 64 62 47 77 50 92 394 57 49 55 120 55 1740
leaf_count=81 52 49 649 48 64 62 47 77 50 92 394 57 49 55 120 55 1740
internal_value=0 8.06775e-06 6.15077e-05 0.000546536 7.16498e-07 6.60241e-05 -2.73479e-05 -3.53953e-05 -1.76387e-05 -4.6238e-06 8.07429e-05 -6.45485e-05 -2.75612e-05 0.000142889 -3.68711e-05 -0.000227145 -2.29277e-05
internal_weight=0 3660 1468 162 1306 114 2192 2145 1242 1192 486 706 2096 104 1992 132 1860
internal_count=3741 3660 1468 162 1306 114 2192 2145 1242 1192 486 706 2096 104 1992 132 1860
is_linear=0
shrinkage=0.0995203


Tree=8935
num_leaves=16
num_cat=0
split_feature=1 1 31 18 0 38 6 6 27 1 18 18 4 4 9
split_gain=0.000995388 0.00658856 0.000674882 0.000573464 0.00044716 0.000548538 0.000555133 0.000602586 0.000383385 0.000366341 0.00115744 0.00276237 0.000787673 0.00074422 0.000474714
threshold=-0.095674999999999996 -0.10771499999999999 0.081445000000000031 0.26090000000000008 -0.0033699999999999997 -0.072014999999999996 -0.47287499999999999 -0.097850000000000006 0.08841000000000003 -0.50290499999999982 0.027500000000000007 -0.117225 0.10739000000000003 0.099510000000000029 0.087695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 -2 -7 -8 9 10 11 -1 13 14 -11
right_child=2 -3 -4 -5 -6 6 7 -9 -10 12 -12 -13 -14 -15 -16
leaf_value=-0.00019834264895621698 0.00027777336515046042 0.0012389121439377387 0.00035848904221129617 0.0002782612985983814 -0.00029192770262520811 -0.00030446922527975771 8.3804108966700368e-05 -3.5307473927294543e-05 0.00030549822780881182 -0.00017114530951936848 -0.00019620890701950639 0.0008540251174700683 0.00025520916262859836 -0.00047736291839526354 0.00013227023896812023
leaf_weight=46 62 49 49 65 59 67 510 2350 46 127 63 51 63 51 83
leaf_count=46 62 49 49 65 59 67 510 2350 46 127 63 51 63 51 83
internal_value=0 0.000134379 -7.3825e-06 -1.34045e-05 -1.98929e-05 -1.42494e-05 -2.07147e-05 -1.37811e-05 3.07176e-05 2.91066e-06 0.000127707 0.000346525 -5.61906e-05 -0.000134493 -4.73257e-05
internal_weight=0 579 3162 3113 3048 2989 2927 2860 530 484 160 97 324 261 210
internal_count=3741 579 3162 3113 3048 2989 2927 2860 530 484 160 97 324 261 210
is_linear=0
shrinkage=0.0995203


Tree=8936
num_leaves=24
num_cat=0
split_feature=2 2 18 17 18 17 17 2 17 17 2 9 9 4 0 0 2 5 0 10 5 5 9
split_gain=0.00560788 0.0143651 0.0050097 0.00373962 0.00349686 0.0155238 0.00126179 0.00118902 0.000934195 0.00615351 0.00886698 0.00122931 0.00254846 0.00220577 0.000752594 0.00116451 0.000680651 0.000525259 0.000400904 0.0003855 0.000344739 0.000222381 0.000123861
threshold=-0.097424999999999998 -0.10077999999999999 0.26473000000000008 -0.55754499999999996 -0.095799999999999982 -0.015100000000000001 -0.12118 -0.090919999999999987 0.052150000000000009 0.066010000000000027 -0.077354999999999993 0.11408000000000003 0.11985000000000003 0.14068000000000006 -0.050494999999999991 -0.068604999999999985 -0.084804999999999992 -0.013944999999999999 -0.061654999999999995 0.086690000000000031 0.063170000000000018 0.27608500000000008 0.087885000000000019
decision_type=2 2 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 5 6 14 -6 11 10 -10 13 -13 -9 15 -2 -11 18 19 22 -19 -22 -5
right_child=2 -3 -4 17 7 -7 -8 8 9 16 -12 12 -14 -15 -16 -17 -18 20 -20 -21 21 -23 -24
leaf_value=0.00081522533004205579 8.5580439204454954e-05 0.0019051787356216038 -0.00094736991007474461 1.4898692187097692e-05 -0.00040804665080313492 -0.0020156637295713447 -0.00043224899476436744 -8.1789997634166564e-06 0.0018249861941565767 -0.0002888491699782823 -6.2688046429051e-05 -0.00088902009559422971 4.6974605994520702e-06 0.00053918663419510169 0.00026794176250186335 -0.0004099515729150118 4.7522320973211893e-05 -0.00031156917683772099 0.00036341587738575022 -0.0001891416482113445 0.0001090639502111425 -0.00017602174309747207 0.00025708775189012538
leaf_weight=68 134 51 59 48 63 46 77 1751 48 66 49 47 91 76 86 71 593 59 51 49 63 47 52
leaf_count=68 134 51 59 48 63 46 77 1751 48 66 49 47 91 76 86 71 593 59 51 49 63 47 52
internal_value=0 0.000323365 -3.83463e-05 0.000136886 -2.13197e-05 -0.000291303 -7.35336e-05 1.85346e-05 2.87122e-05 0.000122785 0.00086298 -7.06418e-06 -0.000293753 1.41424e-05 1.85712e-05 -8.20496e-05 1.25919e-05 9.66232e-06 0.000120843 3.23206e-05 -0.000117069 -5.30336e-06 0.000149023
internal_weight=0 488 3257 437 3198 414 368 2784 2721 756 97 1965 138 1827 291 205 659 369 200 149 169 110 100
internal_count=3745 488 3257 437 3198 414 368 2784 2721 756 97 1965 138 1827 291 205 659 369 200 149 169 110 100
is_linear=0
shrinkage=0.0995203


Tree=8937
num_leaves=25
num_cat=0
split_feature=2 2 18 17 18 3 3 3 17 0 2 5 3 17 0 3 5 18 17 0 7 4 18 3
split_gain=0.00492481 0.0117655 0.00406476 0.00288626 0.0027474 0.0197352 0.000905726 0.00875287 0.000653924 0.000778578 0.000628724 0.000622215 0.00176387 0.00116945 0.000592887 0.00116267 0.000997427 0.000716124 0.000678099 0.000439778 0.000694554 0.000462318 0.000445648 0.000363867
threshold=-0.10018999999999999 -0.10598499999999998 0.26473000000000008 -0.55754499999999996 -0.095799999999999982 0.084955000000000017 0.084955000000000017 0.084735000000000019 0.056905000000000011 -0.086474999999999996 -0.090919999999999987 0.11083500000000003 0.10871500000000002 -0.15802999999999998 -0.050494999999999991 0.097595000000000029 0.51659500000000014 -0.16233499999999998 -0.082354999999999998 0.019150000000000004 0.058975000000000007 0.10398500000000002 -0.0039399999999999991 0.10525500000000003
decision_type=2 2 2 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 5 -2 7 8 9 -6 -8 13 -13 -12 15 18 -17 -16 -7 20 21 22 -5 -21
right_child=2 -3 -4 19 6 14 10 -9 -10 -11 11 12 -14 -15 17 16 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.0007340939093578051 -0.0020324771581757949 0.0018266816625653051 -0.00085308733302671871 -0.00011822704003322828 -0.00020392539486134795 0.00032247379418723571 -0.00028961020686043751 0.0014467282803628956 0.00027810336938874038 9.5631286403731805e-05 -0.00046753269600680926 0.00041208075263155576 -0.00018860419046272937 -1.9638580344366416e-06 0.00048880466409835369 -0.00046161557689474852 7.2594508021305501e-05 -3.326154612759543e-05 -0.00013651935512198681 -0.00036014682977987349 0.00033391615436233392 -0.00026900947253381076 0.00028217650892321756 1.4936043071530919e-05
leaf_weight=68 54 46 59 49 177 80 76 46 69 163 55 120 79 2025 48 94 51 51 50 46 80 52 58 49
leaf_count=68 54 46 59 49 177 80 76 46 69 163 55 120 79 2025 48 94 51 51 50 46 80 52 58 49
internal_value=0 0.000317472 -3.41505e-05 0.00014274 -1.89758e-05 -0.000253984 1.65278e-05 0.000145166 0 -5.79067e-05 -7.97826e-06 1.05439e-06 0.000169504 -1.46682e-05 6.1514e-07 -7.236e-05 -0.000268075 0.000211593 0.000139641 1.98934e-05 9.40556e-05 -2.14804e-05 9.11635e-05 -0.000158066
internal_weight=0 448 3297 402 3238 428 2810 455 409 340 2355 2279 199 2080 374 275 145 99 130 334 239 159 107 95
internal_count=3745 448 3297 402 3238 428 2810 455 409 340 2355 2279 199 2080 374 275 145 99 130 334 239 159 107 95
is_linear=0
shrinkage=0.0995203


Tree=8938
num_leaves=16
num_cat=0
split_feature=3 18 3 9 5 18 3 9 18 20 4 21 36 5 27
split_gain=0.00416686 0.013453 0.00571684 0.0143365 0.00407791 0.00240351 0.000945851 0.0141115 0.00215402 0.000402036 0.000565053 0.000430624 0.000385399 0.000349354 0.000185464
threshold=0.081685000000000021 -0.092084999999999986 0.083955000000000016 0.083795000000000022 0.6362850000000001 0.26473000000000008 0.084855000000000028 0.084915000000000032 -0.010395 0.10634000000000003 0.11240500000000002 -0.091649999999999995 0.08605500000000002 -0.014374999999999999 0.078745000000000023
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 7 8 -4 11 -11 -8 13 -3 -14
right_child=2 12 4 -5 -6 -7 9 -9 -10 10 -12 -13 14 -15 -16
leaf_value=0.0019326953272266985 0.00018589425367104593 0.0002930151120075548 -0.00061120541517953916 -0.0019502113998913144 0.00091288611730998791 -0.00057974147931113163 -0.00023570168668034941 0.0016000647444777906 0.00018875966280553408 0.00027999185192010054 -9.2946962498801283e-05 -1.3621075623692642e-05 3.7690286049701585e-05 -2.9369960147919236e-05 -0.00022544931829657032
leaf_weight=46 76 90 87 52 48 72 90 53 52 105 61 2768 53 46 46
leaf_count=46 76 90 87 52 48 72 90 53 52 105 61 2768 53 46 46
internal_value=0 0.000375627 -2.27912e-05 -0.000675504 2.00753e-06 -1.1041e-05 1.43655e-06 0.000215855 -0.000306049 -1.19066e-05 0.000138017 -2.0901e-05 6.73559e-05 0.000177954 -7.63077e-05
internal_weight=0 281 3464 128 3336 3288 3216 192 139 3024 166 2858 235 136 99
internal_count=3745 281 3464 128 3336 3288 3216 192 139 3024 166 2858 235 136 99
is_linear=0
shrinkage=0.0995203


Tree=8939
num_leaves=18
num_cat=0
split_feature=17 17 3 17 5 5 17 0 3 0 8 8 26 26 9 9 9
split_gain=0.00477177 0.0251413 0.0297215 0.0212722 0.045733 0.00329045 0.00117471 0.000618708 0.00128023 0.00103329 0.000961382 0.000569618 0.000502368 0.000981249 0.00120955 0.00101521 0.00126911
threshold=0.053575000000000012 0.066010000000000027 0.094285000000000022 0.011640000000000003 -0.06971999999999999 0.6362850000000001 -0.5696199999999999 0.019150000000000004 0.11165000000000001 -0.016659999999999998 0.095620000000000024 -0.012329999999999999 0.11081000000000002 0.096980000000000025 0.094685000000000033 0.091750000000000012 0.090400000000000022
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 -5 6 -1 9 10 11 -9 -8 13 14 15 16 -3
right_child=1 12 -4 4 -6 -7 7 8 -10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00041484726422069798 0.0035168145629262751 -1.6961235699439894e-05 -5.1687122435048738e-06 0.00012120830850857446 -0.0035929452599213758 0.00082203550030136895 1.1742080485950846e-05 -0.00016500414018409749 0.00020888909166996329 0.00037784515779107618 -0.00070769180595003987 -0.00010394826909163724 0.00024736405356741225 -0.00033888885780342126 0.00040997526965097454 -0.00036198177759420055 0.00049818126054441969
leaf_weight=63 47 425 47 88 52 48 1749 131 62 68 46 552 89 77 76 72 53
leaf_count=63 47 425 47 88 52 48 1749 131 62 68 46 552 89 77 76 72 53
internal_value=0 0.000208172 0.00174712 -5.61334e-05 -0.00125249 5.16529e-06 -9.20804e-06 -1.97656e-05 -0.000172461 -4.01512e-06 -0.000310667 -1.56558e-05 2.44859e-05 -2.56603e-06 3.74951e-05 -1.24865e-05 3.84445e-05
internal_weight=0 886 94 2859 140 2719 2671 2608 239 2369 177 2301 792 703 626 550 478
internal_count=3745 886 94 2859 140 2719 2671 2608 239 2369 177 2301 792 703 626 550 478
is_linear=0
shrinkage=0.0995203


Tree=8940
num_leaves=17
num_cat=0
split_feature=19 18 1 1 17 1 3 26 2 17 26 26 9 26 3 3
split_gain=0.0117259 0.00494768 0.00225024 0.0218875 0.000724045 0.00087432 0.000562055 0.00120046 0.00206526 0.000930913 0.00182893 0.000615692 0.000501872 0.00235828 0.000681817 0.000407694
threshold=0.14071500000000006 0.23251500000000005 0.066150000000000028 0.081675000000000011 -0.55157999999999996 -0.49056499999999997 0.097880000000000023 0.098185000000000022 -0.083104999999999998 -0.0069749999999999994 0.099260000000000029 0.097125000000000031 0.11408000000000003 0.12236500000000003 0.16149500000000003 0.08622500000000001
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 -1 7 15 -9 11 -11 -8 13 14 -5 -6
right_child=-2 -3 3 12 6 -7 9 8 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0 0.0015896183738639644 -0.00074733923674205236 0.002129893641811609 3.1882170632521544e-05 -6.0473624577848223e-05 -0.00050521173391850798 5.5237410068543066e-05 -0.00080458067044562312 -8.7145458304570245e-05 6.5803455158401486e-06 0.0005587211428165498 -0.00021858941017506711 -0.00020777120160292041 0.00071163862529644679 -0.00036539786602261354 3.7389973565343873e-05
leaf_weight=74 47 84 53 473 673 64 325 50 212 154 100 108 79 50 47 1128
leaf_count=74 47 84 53 473 673 64 325 50 212 154 100 108 79 50 47 1128
internal_value=0 7.34955e-06 2.5236e-05 0.000185127 -1.33459e-05 -0.000235842 -1.88296e-06 -2.81364e-05 -0.000227185 7.57622e-05 0.000227182 -1.11706e-05 2.50477e-05 5.87518e-05 -2.45158e-06 3.65638e-07
internal_weight=0 3674 3590 702 2888 138 2750 2063 262 687 254 433 649 570 520 1801
internal_count=3721 3674 3590 702 2888 138 2750 2063 262 687 254 433 649 570 520 1801
is_linear=0
shrinkage=0.0995203


Tree=8941
num_leaves=19
num_cat=0
split_feature=19 18 5 5 5 1 2 2 1 3 5 2 3 17 17 6 3 29
split_gain=0.0095084 0.00401167 0.00252102 0.0264504 0.000741865 0.00118196 0.000925688 0.000701008 0.00115913 0.00110571 0.000781152 0.00124026 0.00059998 0.000400453 0.000387551 0.000731087 0.000703218 0.000925065
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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 -4 13 10 -9 -10 12 -12 -6 -7 16 -16 -1 -18
right_child=-2 -3 4 -5 7 6 -8 8 9 -11 11 -13 -14 -15 15 -17 17 -19
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leaf_weight=48 47 84 81 54 261 90 52 60 54 85 425 93 1346 285 50 50 51 505
leaf_count=48 47 84 81 54 261 90 52 60 54 85 425 93 1346 285 50 50 51 505
internal_value=0 6.56801e-06 2.2696e-05 0.000184003 -2.01898e-05 -0.000129178 -6.08593e-05 3.28164e-06 0.000182172 1.82396e-05 -1.30857e-05 -0.000119599 2.07385e-05 -4.08585e-06 2.00114e-05 0.000201847 -8.73846e-06 -4.16105e-05
internal_weight=0 3674 3590 758 2832 508 427 2324 199 139 2125 518 1607 375 704 100 604 556
internal_count=3721 3674 3590 758 2832 508 427 2324 199 139 2125 518 1607 375 704 100 604 556
is_linear=0
shrinkage=0.0995203


Tree=8942
num_leaves=20
num_cat=0
split_feature=17 26 18 20 20 9 0 21 21 20 3 18 20 1 21 20 17 20 17
split_gain=0.00537471 0.0094583 0.00324173 0.00205167 0.0321744 0.000754988 0.00114184 0.000881599 0.000502457 0.000847814 0.00133462 0.000502117 0.000448024 0.00159775 0.00158539 0.000545407 0.00181319 0.000728412 0.000315221
threshold=0.51544000000000012 0.089485000000000023 0.23251500000000005 -0.080324999999999994 -0.081030000000000005 0.092605000000000021 -0.069955000000000003 0.10384500000000002 -0.0086749999999999987 -0.048779999999999997 0.09049500000000002 -0.034774999999999993 -0.073489999999999986 0.064860000000000015 0.09266000000000002 -0.058504999999999995 -0.065004999999999993 -0.009049999999999999 -0.16207999999999997
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 7 -1 9 -5 -11 -7 13 14 -10 16 -14 -17 -8
right_child=1 -3 -4 8 -6 11 18 -9 12 10 -12 -13 15 -15 -16 17 -18 -19 -20
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leaf_weight=406 78 46 87 61 47 55 46 54 60 82 80 66 56 48 89 127 56 2129 48
leaf_count=406 78 46 87 61 47 55 46 54 60 82 80 66 56 48 89 127 56 2129 48
internal_value=0 0.000666472 0 1.49417e-05 0.000164601 -9.49632e-06 -5.98436e-05 2.98169e-06 -2.35215e-05 0.000118913 0 0.000214254 -3.62238e-05 -0.000181065 -1.45618e-05 -2.38284e-05 0.000189404 -3.47773e-05 -0.000375995
internal_weight=0 124 3597 3510 722 675 554 460 2788 223 162 121 2565 197 149 2368 112 2256 94
internal_count=3721 124 3597 3510 722 675 554 460 2788 223 162 121 2565 197 149 2368 112 2256 94
is_linear=0
shrinkage=0.0995203


Tree=8943
num_leaves=25
num_cat=0
split_feature=17 0 5 17 0 6 20 17 20 5 8 17 8 17 3 9 7 21 6 0 0 5 9 17
split_gain=0.0043584 0.00822552 0.00261594 0.0247546 0.00161415 0.0131494 0.000924236 0.00169877 0.0015507 0.000708833 0.000829939 0.00237941 0.000638382 0.000580936 0.000573582 0.000514969 0.00207228 0.000682011 0.000756399 0.000391324 0.000588902 0.000382226 0.0015457 0.000444254
threshold=0.51544000000000012 -0.080434999999999993 -0.12429 -0.0064000000000000003 -0.096724999999999992 0.090845000000000023 -0.012970000000000001 -0.031185000000000001 -0.071149999999999991 -0.074569999999999984 -0.046889999999999994 -0.036600000000000001 -0.088734999999999994 0.043850000000000007 0.090995000000000006 0.11408000000000003 0.078745000000000023 -0.075024999999999994 -0.14051999999999998 -0.091134999999999994 -0.092939999999999995 -0.02504 0.097365000000000021 0.26430000000000003
decision_type=2 2 2 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 8 12 14 10 11 -6 -8 -13 -4 16 17 -5 -19 20 -11 22 -21 -23
right_child=1 -3 4 15 9 -7 7 -9 -10 19 -12 13 -14 -15 -16 -17 -18 18 -20 21 -22 23 -24 -25
leaf_value=0.0021985267477411495 -2.2731919002433556e-05 0.0016378506827481451 0.00028370977403236521 0.00023257594876400348 -0.00076669701018556311 -0.0017380972237178228 0.00015150320276452445 0.00056024420409189898 -0.00059427875170615268 -1.0146576206994269e-05 0.00022171841689548041 1.9625332999487264e-05 -0.00034279502413996424 -0.00031815639545155827 -0.00013396233735543268 -0.00025294023929728278 0.00067462870429159849 4.286352457111462e-05 -0.00020958056278419762 -3.910181658199979e-05 0.00045950895825029044 -6.3821011779846214e-06 0.00041938220588145787 -0.00023580439291115819
leaf_weight=55 77 47 51 88 60 50 50 64 58 53 52 189 51 67 89 70 46 258 210 240 47 1557 103 89
leaf_count=55 77 47 51 88 60 50 50 64 58 53 52 189 51 67 89 70 46 258 210 240 47 1557 103 89
internal_value=0 0.000600081 0 0.000168608 -4.27344e-05 -0.000224887 -1.42004e-05 0.000157262 -0.00016122 -1.1783e-05 -0.000139297 -0.000201295 -8.99878e-05 -6.55808e-05 1.23424e-05 1.25101e-06 3.2168e-05 -1.95129e-05 -6.86635e-05 1.0288e-05 0.000202405 2.17464e-07 9.61904e-05 -1.92844e-05
internal_weight=0 124 3597 727 2870 413 363 165 198 2457 368 316 101 256 140 672 602 556 468 2089 100 1989 343 1646
internal_count=3721 124 3597 727 2870 413 363 165 198 2457 368 316 101 256 140 672 602 556 468 2089 100 1989 343 1646
is_linear=0
shrinkage=0.0995203


Tree=8944
num_leaves=24
num_cat=0
split_feature=8 18 8 1 2 18 1 1 2 1 1 9 1 17 3 3 6 11 1 17 5 18 1
split_gain=0.00388506 0.0133687 0.00984268 0.0124132 0.00184076 0.00134884 0.00141476 0.00713419 0.0111992 0.00236155 0.00134472 0.00186285 0.00141317 0.00065659 0.00115487 0.000754784 0.000603118 0.000555926 0.000659093 0.000801601 0.000493796 0.00030858 0.000503561
threshold=-0.090274999999999994 -0.095364999999999991 -0.092299999999999993 -0.079844999999999985 -0.24206999999999998 0.19545000000000004 -0.084759999999999988 -0.088694999999999982 -0.084385000000000002 -0.083284999999999984 0.10637500000000003 0.11408000000000003 0.061835000000000008 -0.09744499999999999 0.088185000000000027 0.084145000000000011 0.087670000000000012 -0.079369999999999996 0.18123500000000006 0.12088500000000003 -0.46834999999999999 0.11769500000000002 0.0049450000000000015
decision_type=2 2 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 17 -4 -2 6 7 13 16 -8 12 -12 -11 14 -6 -15 -9 -3 21 20 -20 22 -19
right_child=4 2 3 -5 5 -7 9 8 -10 10 11 -13 -14 15 -16 -17 -18 18 19 -21 -22 -23 -24
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leaf_weight=48 50 63 48 70 156 85 59 46 48 1600 303 55 133 46 186 159 49 252 56 53 48 76 63
leaf_count=48 50 63 48 70 156 85 59 46 48 1600 303 55 133 46 186 159 49 252 56 53 48 76 63
internal_value=0 -0.000228105 -0.000120977 -0.000953366 2.16478e-05 3.2148e-05 2.01535e-05 0.000144285 0.000770291 -1.93034e-05 -1.39066e-06 0.000173794 -3.80524e-05 -1.78726e-05 -0.000103588 0.000121132 0.000135001 3.84396e-05 4.73262e-06 -0.000165895 0 7.53391e-05 2.89628e-05
internal_weight=0 777 729 118 2975 2925 2840 690 143 2150 2091 358 1733 547 342 205 95 611 548 157 104 391 315
internal_count=3752 777 729 118 2975 2925 2840 690 143 2150 2091 358 1733 547 342 205 95 611 548 157 104 391 315
is_linear=0
shrinkage=0.0995203


Tree=8945
num_leaves=30
num_cat=0
split_feature=8 8 18 9 9 17 18 21 1 9 9 26 17 8 0 5 17 17 9 0 5 5 8 8 18 8 1 0 9
split_gain=0.00349521 0.0140748 0.0137606 0.00154727 0.00402427 0.020165 0.00132138 0.00184058 0.00143638 0.00308503 0.0019955 0.000852002 0.00204976 0.00143419 0.00068425 0.000679349 0.000846833 0.0010762 0.00105946 0.000737699 0.000542517 0.00079625 0.000490215 0.000881583 0.000441716 0.000350691 0.000463389 0.000261588 9.00394e-05
threshold=-0.091754999999999989 -0.092844999999999997 -0.09404499999999999 0.08951000000000002 0.087825000000000028 -0.12647999999999998 0.22074500000000005 0.13557500000000003 0.078505000000000019 0.11351500000000002 0.097680000000000031 0.097315000000000026 0.51292000000000015 -0.072559999999999999 -0.26289499999999993 -0.46244499999999994 -0.0046399999999999992 -0.000475 0.084485000000000018 -0.14824999999999997 -0.084089999999999984 -0.093875 -0.081174999999999983 -0.084044999999999995 0.087065000000000017 -0.10833 0.51334500000000016 -0.083814999999999987 0.085850000000000024
decision_type=2 2 2 2 2 2 2 2 2 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 14 -6 7 8 11 10 -10 12 -5 -13 -2 19 18 -18 -17 -16 21 25 23 -7 27 26 -4 -22 -26
right_child=3 -3 20 6 5 22 -8 -9 9 -11 -12 13 -14 -15 15 16 17 -19 -20 -21 24 -23 -24 -25 28 -27 -28 -29 -30
leaf_value=-0.0017160171743177317 0.00039290870272766634 -0.0017575471672625477 -0.00011942134459080611 -0.00012366141100594318 0.0023303959349686154 -9.6572466189878188e-05 0.00042641908724563393 -0.0006813612517038572 0.00010147774636685706 -0.00033627464543520025 0.0010504884483242883 0.00042797736906766143 -0.00079993016244457246 -7.8268460575675312e-05 -0.00051113871040858489 6.2521545647092037e-05 0.00059584948994357049 8.5913108316871601e-05 -0.00014805800824234345 -1.010873056962855e-05 0.00015722125648644746 -0.00040658072971069191 -0.00018452314866905441 0.00043568653861027749 0.00042707367321283767 0.00019101072586603278 0.0002230343083784746 -0.00013470395286179331 0.00018749035144150018
leaf_weight=48 47 55 180 556 46 66 51 50 46 58 46 67 49 319 50 570 47 385 402 78 70 50 75 55 50 87 49 52 48
leaf_count=48 47 55 180 556 46 66 51 50 46 58 46 67 49 319 50 570 47 385 402 78 70 50 75 55 50 87 49 52 48
internal_value=0 -0.00022952 -9.56716e-05 1.84037e-05 7.70285e-05 0.00045508 -6.68918e-05 -8.87033e-05 -6.20149e-05 0.000223244 0.000584882 -0.000106018 -0.000179787 7.48247e-06 1.85692e-05 6.55052e-06 2.70784e-05 0.000143287 -2.37278e-05 -0.000212219 3.56561e-05 -3.6775e-05 1.0778e-05 0.000138598 0.000159876 1.91481e-05 -4.257e-05 2.60841e-05 0.00031808
internal_weight=0 689 634 3063 1821 242 1242 1191 1141 150 92 991 605 386 1579 1532 1404 432 972 128 586 366 196 121 220 316 229 122 98
internal_count=3752 689 634 3063 1821 242 1242 1191 1141 150 92 991 605 386 1579 1532 1404 432 972 128 586 366 196 121 220 316 229 122 98
is_linear=0
shrinkage=0.0995203


Tree=8946
num_leaves=29
num_cat=0
split_feature=8 2 26 2 26 26 1 0 0 0 8 2 2 3 1 18 10 0 21 8 26 5 26 26 3 0 20 1
split_gain=0.00283087 0.0114698 0.0333989 0.00145255 0.00146438 0.00706954 0.0100524 0.00113915 0.00136041 0.00101486 0.000922956 0.00142442 0.000807282 0.00208691 0.00147389 0.000804972 0.000793624 0.000972184 0.000567045 0.000572158 0.000420115 0.000351524 0.000636028 0.002143 0.000515698 0.000487262 0.000333882 0.000253532
threshold=-0.091754999999999989 -0.082484999999999989 0.083400000000000016 -0.24206999999999998 0.089275000000000021 0.088545000000000026 -0.082195000000000004 -0.069824999999999984 -0.065939999999999985 -0.084369999999999987 -0.081534999999999982 -0.076524999999999996 -0.080744999999999997 0.090435000000000029 -0.078954999999999984 0.19545000000000004 0.09056500000000002 0.12433000000000002 0.10271500000000001 -0.050299999999999997 0.090545000000000028 -0.084089999999999984 1.0000000180025095e-35 0.086760000000000018 0.093835000000000016 -0.14075499999999999 -0.052259999999999994 -0.139265
decision_type=2 2 2 2 2 2 2 2 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 15 -7 9 -9 10 -6 -12 13 -11 -14 16 17 -5 19 -10 -4 22 25 -24 -25 -3 -23 -28
right_child=3 21 20 4 7 6 -8 8 18 12 11 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 26 23 24 -26 -27 27 -29
leaf_value=-0.0025748651657245625 -0.00051469063363066263 -0.00044972624214207956 -3.999404030201083e-05 2.1300539414976861e-05 0.0003628064225884952 0.0018926398351641538 -5.1456087976669769e-05 0.00044721398288432017 0.00020371548027784932 -9.9287963675399895e-05 -0.0005260927769663164 0.0002028145324445132 0.00030319305700949272 -0.00076450429977917799 -0.00020196008221866774 0.00042216360003587117 0.00039971396338927038 -0.00041935082035638523 -0.00029947404788113058 -0.00020324447280815449 0.00031710164720934186 0.00036026715363800108 0.00059307561909399979 -0.00033577417223666487 7.7684371022935286e-05 -3.1533540803185618e-05 0.00022194321474819682 -4.6257551956302889e-05
leaf_weight=71 50 46 64 1705 68 50 54 80 102 125 46 61 69 78 312 51 53 51 58 50 60 56 59 63 52 81 58 79
leaf_count=71 50 46 64 1705 68 50 54 80 102 125 46 61 69 78 312 51 53 51 58 50 60 56 59 63 52 81 58 79
internal_value=0 -0.00020656 -0.000853072 1.65456e-05 2.5633e-05 7.65366e-05 0.000875334 -6.88913e-05 9.72612e-05 -0.000133454 7.33843e-05 -0.000102897 -0.000196836 -0.000358921 -0.000108327 3.14324e-05 1.99643e-05 8.03638e-06 -3.2156e-05 6.44614e-05 0.000126192 4.69845e-05 -1.78218e-05 0.000102743 -0.000141701 -0.000189451 0.000152297 6.1312e-05
internal_weight=0 689 195 3063 3013 1964 104 1049 290 759 175 107 584 203 381 1860 1809 1756 210 152 124 494 301 174 115 127 193 137
internal_count=3752 689 195 3063 3013 1964 104 1049 290 759 175 107 584 203 381 1860 1809 1756 210 152 124 494 301 174 115 127 193 137
is_linear=0
shrinkage=0.0995203


Tree=8947
num_leaves=28
num_cat=0
split_feature=5 5 6 6 9 3 0 26 7 3 10 0 3 0 20 19 0 3 3 4 4 0 21 21 5 21 1
split_gain=0.00177503 0.0115659 0.00201455 0.015466 0.0422648 0.00104396 0.00136253 0.00103596 0.00103114 0.00101698 0.000985369 0.000832469 0.000807431 0.000746531 0.000739648 0.000815327 0.000664848 0.00105151 0.000639579 0.000585153 0.000729789 0.000505808 0.00157754 0.000705514 0.00114506 0.000873472 0.000139152
threshold=0.062500000000000014 0.066275000000000014 -0.0026549999999999998 0.082725000000000021 0.083235000000000017 0.084735000000000019 -0.086025000000000004 0.086095000000000019 0.086645000000000028 0.08511500000000001 0.086165000000000019 -0.085349999999999995 0.089005000000000015 -0.082794999999999994 -0.096095 -0.07525999999999998 -0.23058999999999999 0.10502000000000002 0.10174000000000002 0.10198500000000002 0.087155000000000024 -0.15468499999999999 0.084485000000000018 0.084260000000000015 -0.49053999999999998 0.085955000000000018 -0.14806999999999998
decision_type=2 2 2 2 2 2 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 26 6 7 -5 16 -7 14 12 -11 -13 18 -16 17 -1 -3 20 -17 22 -18 24 -23 -25 -4
right_child=1 10 3 5 -6 9 -8 -9 -10 11 -12 13 -14 -15 15 19 21 -19 -20 -21 -22 23 -24 25 -26 -27 -28
leaf_value=-4.9587912437084952e-05 0.0015132776209569009 2.1407543087740838e-05 -3.3110254555909141e-05 0.00026667742424656333 -0.0031381386862358342 -0.00047814298352490326 0.0004938375055509337 -0.00025507839557629649 0.0004829164689221387 0.00036462235308295881 -0.00036236478380906529 -0.00032158791920661682 -5.6178648728591337e-05 -3.8218557700254277e-05 -0.00039522454691303299 3.7557460229763662e-05 -0.00060167457195058581 0.00057082331135974824 0.00056324612330595041 0.00032727671638666081 -0.00037262235573607848 0.00048646849779392256 0.0001277603700532627 -0.00045516044035003223 3.5651175807096333e-05 -2.643431060229022e-05 0.0001705893595637054
leaf_weight=53 54 46 63 72 61 55 84 79 46 91 65 111 84 604 47 498 55 51 47 61 47 65 60 51 436 706 60
leaf_count=53 54 46 63 72 61 55 84 79 46 91 65 111 84 604 47 498 55 51 47 61 47 65 60 51 436 706 60
internal_value=0 0.000102911 -5.94459e-05 -0.00014736 -0.000996071 -1.43247e-05 0.000172476 -8.72794e-07 1.87525e-05 -6.16442e-05 7.99295e-06 -3.49857e-05 0.00015796 -8.33551e-05 4.13601e-05 2.69532e-06 3.74224e-06 0.000246781 0.000304043 3.4908e-05 6.82059e-07 -1.40709e-05 -0.000213981 3.55321e-06 9.57745e-05 -5.63995e-05 5.95999e-05
internal_weight=0 865 2887 1364 184 1180 235 151 1523 945 811 890 175 715 746 653 1477 104 93 606 545 1373 115 1258 501 757 123
internal_count=3752 865 2887 1364 184 1180 235 151 1523 945 811 890 175 715 746 653 1477 104 93 606 545 1373 115 1258 501 757 123
is_linear=0
shrinkage=0.0995203


Tree=8948
num_leaves=28
num_cat=0
split_feature=2 17 17 1 1 6 17 2 2 2 9 9 3 2 3 5 2 3 3 2 3 19 1 2 3 1 2
split_gain=0.00217781 0.00887312 0.0317238 0.00170725 0.00109735 0.000790733 0.000711215 0.00188552 0.00186879 0.000745401 0.000993791 0.000747498 0.000705899 0.00203452 0.00201052 0.000538742 0.000962036 0.00106552 0.000538159 0.000460653 0.00217921 0.00118485 0.000743719 0.000412165 0.000508617 0.00191946 0.000741947
threshold=-0.083204999999999987 0.0036400000000000009 0.056905000000000011 0.62916000000000016 -0.0084199999999999987 0.088315000000000018 -0.016659999999999998 -0.084869999999999987 -0.083974999999999994 -0.086169999999999983 0.084795000000000023 0.10341500000000002 0.087745000000000031 0.091030000000000014 0.088115000000000013 -0.091729999999999992 -0.081864999999999993 0.086605000000000029 0.084465000000000026 -0.08569499999999998 0.088115000000000013 0.083605000000000027 -0.092954999999999996 -0.082644999999999982 0.089655000000000026 -0.077634999999999996 -0.081915000000000002
decision_type=2 2 2 2 2 2 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 5 -4 8 9 19 10 -8 -12 13 15 -14 18 -17 -18 -2 21 -21 22 -1 -16 25 -25 -26
right_child=3 2 4 -5 -6 -7 7 -9 -10 -11 11 -13 14 -15 23 16 17 -19 -20 20 -22 -23 -24 24 26 -27 -28
leaf_value=-0.0001360992266081596 -3.9345144117352184e-05 0.0029784429143203616 0.00047523790894423156 -0.00061709566916533514 -0.00025107271204079294 0 -0.00047588561088023903 -0.00057201028362788341 0.00062313347459773101 0.00029697361196344494 0.0002483555046320078 -0.00024441601510757845 0.00064438845738973803 -0.00061327606613731324 -0.00028817567223047538 -0.00028862076120785989 5.4297149617011436e-06 0.00053171150494046317 -0.00043689736082818667 0.00026307618760923397 -0.00069778579102248192 0.00048504772561960466 9.5976484621661435e-05 -0.00057183525845859473 0.00034633313387053103 0.00015645242665167621 -1.017445168620282e-05
leaf_weight=256 87 47 73 51 61 60 51 75 51 62 74 51 46 76 56 73 174 50 61 46 46 52 292 69 60 72 1563
leaf_count=256 87 47 73 51 61 60 51 75 51 62 74 51 46 76 56 73 174 50 61 46 46 52 292 69 60 72 1563
internal_value=0 0.000113156 0.000658093 -4.64076e-05 9.17267e-05 0.000255106 -1.04345e-05 -0.000136887 4.17336e-05 0 -0.000104302 4.07557e-05 -3.38714e-05 -0.000136354 -4.8189e-06 -5.30623e-05 2.17543e-05 0.000126558 -0.000208732 0 -0.000208457 3.06771e-05 -1.09446e-05 -2.16772e-05 -1.27529e-05 -0.000194138 2.50075e-06
internal_weight=0 1297 241 2438 194 133 1056 313 743 238 176 125 2387 521 1866 445 297 224 148 692 92 600 548 1820 1764 141 1623
internal_count=3735 1297 241 2438 194 133 1056 313 743 238 176 125 2387 521 1866 445 297 224 148 692 92 600 548 1820 1764 141 1623
is_linear=0
shrinkage=0.0995203


Tree=8949
num_leaves=21
num_cat=0
split_feature=18 8 8 30 18 18 8 3 2 8 3 9 9 9 1 1 8 26 6 2
split_gain=0.012794 0.00190857 0.00837283 0.0016803 0.00119413 0.000891441 0.00190168 0.000820818 0.00273345 0.00107884 0.00105293 0.000912582 0.00161821 0.000828673 0.000722148 0.00132563 0.000655885 0.000602233 0.000422254 0.000396481
threshold=0.26473000000000008 -0.083849999999999994 -0.084554999999999991 0.11222000000000003 -0.090254999999999988 -0.018629999999999997 -0.086844999999999992 0.087745000000000031 0.091030000000000014 -0.082934999999999995 0.08844500000000001 0.08622500000000001 0.084985000000000019 0.087825000000000028 -0.084759999999999988 -0.090104999999999991 -0.079049999999999995 0.084495000000000028 -0.011749999999999998 -0.084869999999999987
decision_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 19 6 18 8 11 -9 -11 12 -3 -13 15 -7 -12 -16 -6 -1
right_child=-2 3 -4 -5 5 14 -8 9 -10 10 16 13 -14 -15 17 -17 -18 -19 -20 -21
leaf_value=0.0005211197344596022 0.0013125631426775886 -0.00011303536641342138 0.0010616683436504943 -0.00066542537070752965 0.00026736819496212428 -2.4621919759063362e-05 -0.00054446125786210546 -0.00042379336078973755 -0.00088291809705473871 0.00037298335452746003 0.00013651003467552979 -0.00057610249048074358 0.00046309120828208944 -8.8603825172065191e-05 7.7604591808937452e-05 0.00045390564808523532 -5.434756159587801e-05 -9.8309349645113979e-05 -0.00013035064985428103 0.00012723810638833253
leaf_weight=54 73 231 80 47 55 131 91 66 49 67 203 62 61 89 329 98 1382 458 48 61
leaf_count=54 73 231 80 47 55 131 91 66 49 67 203 62 61 89 329 98 1382 458 48 61
internal_value=0 -1.79408e-05 7.28257e-05 -7.48063e-05 1.25041e-05 -1.59785e-05 -0.000211843 -6.18752e-05 -0.000175543 -2.88467e-05 -1.25724e-05 -9.54522e-05 4.51638e-06 -0.00029419 2.06151e-05 0.000176588 -2.93869e-05 -2.37295e-05 7.40757e-05 0.00031931
internal_weight=0 3662 1405 2257 1325 1210 194 2210 492 1718 1652 443 292 151 1016 229 1585 787 103 115
internal_count=3735 3662 1405 2257 1325 1210 194 2210 492 1718 1652 443 292 151 1016 229 1585 787 103 115
is_linear=0
shrinkage=0.0995203


Tree=8950
num_leaves=18
num_cat=0
split_feature=18 21 21 29 1 8 18 18 8 26 5 17 3 18 3 21 21
split_gain=0.0103747 0.0019373 0.0106777 0.001489 0.000871206 0.000762783 0.00109219 0.00134497 0.00105249 0.000565078 0.000531968 0.0012998 0.000707804 0.00051353 0.000505763 0.000867088 0.000712055
threshold=0.26473000000000008 -0.01137 -0.020715000000000001 -0.11373499999999999 -0.53140500000000002 -0.089984999999999996 0.087505000000000013 0.091725000000000015 -0.39070999999999995 0.087675000000000017 -0.092239999999999989 -0.00095 0.13977500000000004 -0.020999999999999998 0.10850000000000003 -0.076335 -0.091649999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -3 -5 6 8 -8 -6 14 11 -7 -12 -11 15 16 -1
right_child=-2 3 -4 4 5 10 7 -9 -10 13 12 -13 -14 -15 -16 -17 -18
leaf_value=-0.00030777551293174188 0.0011819366119434479 -0.00060124226764200794 0.0015470458994509845 0.00036680145667721589 -0.00012505212860767259 -0.00047581077903930292 -0.00060181185866708606 0 0.00022588610910028803 0 -3.2711839288515625e-05 -7.5251491835972545e-05 -0.00036128658512210712 0.0004534175673072736 0.00016987845631823273 -0.00051277879808792873 9.4157074659016138e-05
leaf_weight=64 73 47 50 52 109 104 47 172 344 55 1865 385 68 47 72 47 134
leaf_count=64 73 47 50 52 109 104 47 172 344 55 1865 385 68 47 72 47 134
internal_value=0 -1.61776e-05 0.000172338 -4.41238e-05 -3.55405e-05 -4.25671e-05 5.05443e-05 -0.000130005 0.000139637 6.33796e-06 -6.87395e-05 -0.000162116 -4.46941e-05 0.000211819 -5.71966e-05 -0.00012727 -3.16261e-05
internal_weight=0 3662 469 3193 3146 3094 672 219 453 419 2422 489 1933 102 317 245 198
internal_count=3735 3662 469 3193 3146 3094 672 219 453 419 2422 489 1933 102 317 245 198
is_linear=0
shrinkage=0.0995203


Tree=8951
num_leaves=18
num_cat=0
split_feature=18 20 20 1 8 2 3 4 8 20 20 18 7 1 20 20 26
split_gain=0.00852024 0.00156997 0.00768816 0.00704214 0.00176719 0.00356325 0.00071728 0.00112588 0.0010179 0.00137533 0.000749286 0.00143678 0.000712739 0.000667982 0.000501557 0.00177785 0.000435772
threshold=0.26090000000000008 -0.082419999999999993 -0.084224999999999994 -0.007069999999999999 0.10649000000000002 -0.057419999999999999 0.10807500000000002 0.10845500000000002 -0.0049949999999999994 -0.09638999999999999 -0.085594999999999991 -0.085454999999999989 0.083320000000000019 -0.51744999999999985 -0.080434999999999993 -0.081189999999999998 -0.057034999999999995
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 12 -6 8 -8 10 -10 11 -1 13 -3 15 -15 -16
right_child=-2 4 3 -5 5 -7 7 -9 9 -11 -12 -13 -14 14 16 -17 -18
leaf_value=0.00057287215059780158 0.0010096681929491317 0.00029997449575437028 0.0018397575938096213 7.8765151670630776e-05 -1.3873858481474313e-05 -0.0011090204003579307 0.00043345520845471162 -0.00014838018121020254 -6.1739388750403599e-05 -0.00072441120421509872 -0.00030390326439270874 -4.0729876814175284e-05 0.0003349830902019238 1.9742260821730995e-05 8.2964734550935079e-05 -0.00071175147599163006 -4.662268327327743e-05
leaf_weight=52 82 57 46 46 86 46 75 56 90 50 50 131 52 94 284 49 2389
leaf_count=52 82 57 46 46 86 46 75 56 90 50 50 131 52 94 284 49 2389
internal_value=0 -1.60407e-05 0.000131369 0.00096816 -4.50479e-05 -0.000401718 -1.97539e-05 0.000178483 -9.15705e-05 -0.000304255 3.27096e-05 0.000129154 -2.86722e-05 -3.55391e-05 -4.26211e-05 -0.000225185 -3.25481e-05
internal_weight=0 3653 596 92 3057 132 504 131 373 140 233 183 2925 2873 2816 143 2673
internal_count=3735 3653 596 92 3057 132 504 131 373 140 233 183 2925 2873 2816 143 2673
is_linear=0
shrinkage=0.0995203


Tree=8952
num_leaves=20
num_cat=0
split_feature=28 3 18 17 18 2 0 0 0 4 2 8 2 17 8 3 20 36 8
split_gain=0.0112391 0.00288621 0.0228968 0.00179923 0.00132589 0.00249749 0.000487391 0.00145572 0.000847099 0.000764318 0.00155655 0.00165291 0.000887621 0.0010966 0.000784294 0.000592214 0.000256033 0.000498162 0.0004936
threshold=0.083225000000000021 0.081685000000000021 -0.092084999999999986 -0.54441499999999998 -0.10872 -0.085599999999999996 -0.068189999999999987 -0.070374999999999993 -0.071799999999999989 0.087155000000000024 -0.037414999999999997 -0.074204999999999993 -0.055654999999999996 -0.0046399999999999992 0.0012600000000000003 0.14823500000000003 -0.014955 0.088220000000000021 -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=1 2 -1 4 -3 -6 7 8 15 12 -11 -12 14 -14 -8 -5 -4 18 -18
right_child=-2 3 16 6 5 -7 9 -9 -10 10 11 -13 13 -15 -16 -17 17 -19 -20
leaf_value=-0.0023633329376009766 -0.0013179762530678779 -4.3205694528641342e-05 -9.3408058017505511e-05 -2.413397449476039e-05 0.00011190880514719567 0.0010564184521006719 0.00015493124244412771 -0.00046082125909841784 0.00036900925582480947 0.00038849641200891321 -1.8323327006513272e-05 -0.00075869171954606274 0.00062458676297179815 0 -0.00021705036423374821 -0.00033944260083752537 -0.00022637633430242559 0.00035072986728030268 0.00021357984687442707
leaf_weight=46 68 67 66 2458 71 48 188 78 53 47 92 46 70 47 79 61 50 64 51
leaf_count=46 68 67 66 2458 71 48 188 78 53 47 92 46 70 47 79 61 50 64 51
internal_value=0 -2.62932e-05 -0.000335227 -9.2067e-07 0.000299779 0.000499767 -1.855e-05 -3.66915e-05 -2.35108e-05 6.45018e-05 -9.90608e-05 -0.000271045 0.000145433 0.000374925 4.18032e-05 -3.20945e-05 6.50949e-05 0.000133457 0
internal_weight=0 3682 277 3405 186 119 3219 2650 2572 569 185 138 384 117 267 2519 231 165 101
internal_count=3750 3682 277 3405 186 119 3219 2650 2572 569 185 138 384 117 267 2519 231 165 101
is_linear=0
shrinkage=0.0995203


Tree=8953
num_leaves=24
num_cat=0
split_feature=3 18 17 9 3 9 9 3 9 9 8 2 9 7 8 8 8 4 21 1 9 4 3
split_gain=0.00993702 0.0653189 0.00143256 0.00235324 0.00124591 0.000606542 0.00146092 0.00205455 0.000646223 0.000605222 0.00113721 0.00130424 0.00143087 0.000773788 0.000757433 0.0010817 0.00101883 0.000726077 0.000800648 0.000355933 0.000295187 0.000242338 0.000315946
threshold=0.081685000000000021 -0.092084999999999986 -0.54441499999999998 0.084055000000000032 0.10486500000000003 0.10814500000000002 0.11296000000000002 0.13977500000000004 0.11741500000000002 0.083955000000000016 -0.014854999999999998 -0.082704999999999987 0.089025000000000021 0.078125000000000014 -0.070649999999999991 -0.068099999999999994 -0.073029999999999984 0.14699000000000004 0.087785000000000016 0.005935000000000001 0.090255000000000016 0.11541000000000003 -0.0091599999999999997
decision_type=2 2 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 9 -7 8 -8 13 14 12 -12 17 16 -16 -11 18 -4 -10 21 22 -3
right_child=2 20 5 4 -6 6 7 -9 19 10 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0040003113857167601 0.00088887588990761734 -0.00029134781644966044 0.00015637084843510705 -0.0003180008085786715 0.00029383474669713048 0.00055163101183650781 0.00044711965698981314 -0.00047610628997733128 -0.00014598726418904199 -4.1059185473204958e-05 -0.00062614133111304788 -0.00070990199890216224 0 -0.00030469735149199099 0.00055604028458507214 2.3978090710068563e-05 -0.00050910478617478979 -0.00031756925834359524 -3.860855110158738e-05 0.00022881060834667878 0.0002480135383413408 0.00014195973298570028 4.1905240021499921e-05
leaf_weight=47 46 48 539 52 88 62 62 63 51 1470 46 51 157 61 48 197 48 47 331 48 61 67 60
leaf_count=47 46 48 539 52 88 62 62 63 51 1470 46 51 157 61 48 197 48 47 331 48 61 67 60
internal_value=0 -0.000612042 1.04518e-06 0.000269945 6.07342e-05 -1.39492e-05 0.000124005 1.98954e-06 0.000194155 -2.73962e-05 -5.87042e-05 -0.000256008 -0.000137943 3.63356e-05 -2.98138e-05 0.00013156 -5.63983e-05 5.99143e-05 8.12481e-05 2.7464e-05 5.92728e-05 -1.83904e-06 -9.86274e-05
internal_weight=0 283 3467 186 140 3281 286 224 161 2995 2017 254 203 978 1763 245 1518 917 870 99 236 175 108
internal_count=3750 283 3467 186 140 3281 286 224 161 2995 2017 254 203 978 1763 245 1518 917 870 99 236 175 108
is_linear=0
shrinkage=0.0995203


Tree=8954
num_leaves=14
num_cat=0
split_feature=28 3 4 4 27 19 11 3 6 26 26 26 26
split_gain=0.00909881 0.00152464 0.0170708 0.00158517 0.000669522 0.000450003 0.000425413 0.000474968 0.00162211 0.00103446 0.000784789 0.000590507 0.000333562
threshold=0.083225000000000021 0.083055000000000018 1.0000000180025095e-35 0.12205500000000002 0.078065000000000023 0.14023500000000003 -0.39817999999999998 0.097880000000000023 0.11816500000000002 -0.236315 -0.14033499999999999 -0.011984999999999999 -0.079869999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 12 6 -3 8 11 -9 -11 -8 -4
right_child=-2 5 3 -5 -6 -7 7 9 -10 10 -12 -13 -14
leaf_value=-0.0018959058101636946 -0.0011814152381744479 -0.00028882590196729522 0.00021902022227098664 -0.00024165695294181981 2.4709966098423439e-05 -0.00029601890081870706 -0.00017512932088581843 0.00048571769175647029 -0.00056857456382721665 -0.00032322878833279407 5.7028063056463924e-05 1.1857962686388507e-05 0.00061811109797387507
leaf_weight=51 68 48 48 90 71 50 184 54 52 56 1114 1811 53
leaf_count=51 68 48 48 90 71 50 184 54 52 56 1114 1811 53
internal_value=0 -1.92111e-05 -0.000229316 9.19725e-05 0.000271306 6.58308e-08 4.77293e-06 9.3316e-06 -1.96946e-05 5.85435e-05 3.8128e-05 -4.97765e-06 0.00043655
internal_weight=0 3682 313 262 172 3369 3319 3271 2047 1224 1170 1995 101
internal_count=3750 3682 313 262 172 3369 3319 3271 2047 1224 1170 1995 101
is_linear=0
shrinkage=0.0995203


Tree=8955
num_leaves=21
num_cat=0
split_feature=3 18 17 9 3 0 3 27 4 8 0 0 8 9 0 9 17 4 4 0
split_gain=0.00777336 0.0538882 0.00109103 0.00191425 0.000989842 0.000507276 0.000892096 0.000792573 0.00089451 0.000773673 0.000757781 0.00143462 0.000734836 0.000684999 0.000653069 0.000532694 0.000350309 0.000255971 0.000729432 0.000387353
threshold=0.081685000000000021 -0.092084999999999986 -0.54441499999999998 0.084055000000000032 0.10486500000000003 -0.059114999999999994 0.14823500000000003 0.095730000000000023 0.087155000000000024 -0.092299999999999993 -0.086304999999999993 -0.085754999999999984 -0.049499999999999995 0.026545000000000006 -0.087084999999999982 0.08486500000000001 -0.35269999999999996 0.13707500000000003 0.11541000000000003 -0.087724999999999984
decision_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 -5 6 10 8 13 -10 14 -12 -13 -7 15 -4 -15 18 19 -3
right_child=2 17 5 4 -6 7 -8 -9 9 -11 11 12 -14 16 -16 -17 -18 -19 -20 -21
leaf_value=-0.0036156943064908314 0.00079708469577378818 0.00019392058602428741 8.2947282121347473e-05 -0.00028731224538967106 0.00025794717101547285 0.00040477619537359439 -0.00036089109683543362 0.00047086966644332512 5.9050216592967959e-05 -0.00043839539853863954 -0.00050424151704717656 -7.1597299074330062e-06 -0.00019668576483701029 -0.00015120774257765279 0.00031304531042292832 -4.8379380634782677e-05 0.00014219660705658868 -0.00013071605911747964 0.00041889850696835495 -0.00015089923691225852
leaf_weight=47 46 56 656 52 88 74 76 49 60 59 70 1165 248 60 82 566 116 46 58 76
leaf_count=47 46 56 656 52 88 74 76 49 60 59 70 1165 248 60 82 566 116 46 58 76
internal_value=0 -0.000538033 4.20799e-06 0.000238844 4.95749e-05 -8.84405e-06 -2.4024e-05 9.31692e-05 4.07953e-05 -0.000180703 -1.45441e-05 -6.3421e-05 -4.10034e-05 0.000149503 4.04144e-05 2.14501e-05 3.75211e-05 7.14228e-05 0.00012467 0
internal_weight=0 283 3467 186 140 3281 2863 418 369 119 2787 1483 1413 250 1304 1222 176 236 190 132
internal_count=3750 283 3467 186 140 3281 2863 418 369 119 2787 1483 1413 250 1304 1222 176 236 190 132
is_linear=0
shrinkage=0.0995203


Tree=8956
num_leaves=23
num_cat=0
split_feature=19 3 8 8 5 3 17 1 6 3 20 6 6 5 8 0 11 5 17 17 4 4
split_gain=0.00701678 0.00167243 0.00111338 0.013586 0.00110379 0.00109003 0.00132242 0.000738173 0.000639263 0.00111049 0.00062996 0.000569019 0.000560027 0.000531494 0.000810731 0.000521369 0.000495556 0.000378897 0.000716549 0.000431938 0.000191224 0.000576534
threshold=0.14071500000000006 0.083595000000000017 -0.088874999999999996 -0.088304999999999995 -0.075744999999999993 0.084895000000000012 -0.011809999999999999 0.18123500000000006 0.11596500000000003 0.10871500000000002 -0.085204999999999989 0.084410000000000027 -0.11533 -0.092864999999999989 -0.11061499999999999 -0.13056499999999996 -0.077505000000000004 -0.070260000000000003 -0.0014149999999999998 -0.093784999999999993 0.089860000000000023 0.12205500000000002
decision_type=2 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 20 6 -5 13 10 -10 -7 16 15 14 -3 -9 -6 18 -15 -19 -1 -22
right_child=-2 2 3 5 11 8 -8 12 9 -11 -12 -13 -14 17 -16 -17 -18 19 -20 -21 21 -23
leaf_value=-0.00018028538724394741 0.001193397768524319 2.21732243379376e-05 -0.0017245342936576921 -1.9009221085738388e-05 0.00047213167529774463 9.9868053279174136e-05 -0.00058639258667516324 0.00023753200330731993 0.00030491698345193091 -0.00014081803025877513 -6.9307341897838429e-05 0.00059760768995073261 -0.00036182442552398618 9.7414183298581228e-05 0.00052598969555637675 -0.00021618101715785863 4.8322291698123388e-05 -5.6051085446295095e-05 -0.00038039421823394702 0.00020428914840303739 0.00033854979956972304 -9.2180629196284811e-05
leaf_weight=46 47 65 49 88 46 242 81 52 137 90 1937 61 62 78 69 48 80 87 50 195 47 85
leaf_count=46 47 65 49 88 46 242 81 52 137 90 1937 61 62 78 69 48 80 87 50 195 47 85
internal_value=0 -3.00942e-05 -5.24495e-05 -8.24277e-05 0.000171616 -5.08619e-05 -0.000295794 5.78115e-05 -3.33174e-05 0.000124588 -5.0143e-05 0.000340509 -0.000126285 0.000114139 0.00028771 1.15635e-05 0.000209544 5.54144e-05 -8.28343e-05 0.000121068 -1.21706e-06 5.49839e-05
internal_weight=0 3695 3330 2624 365 2575 169 706 2406 227 2179 187 162 544 134 100 126 410 128 282 178 132
internal_count=3742 3695 3330 2624 365 2575 169 706 2406 227 2179 187 162 544 134 100 126 410 128 282 178 132
is_linear=0
shrinkage=0.0995203


Tree=8957
num_leaves=26
num_cat=0
split_feature=19 18 3 26 26 6 3 3 1 2 3 6 18 21 4 6 6 18 2 4 1 26 18 0 3
split_gain=0.00568963 0.00139788 0.00400024 0.00121758 0.0100289 0.00130637 0.00331271 0.000822835 0.00219194 0.00516471 0.00357599 0.00142884 0.000725788 0.000745409 0.00133964 0.000700093 0.000674724 0.00120149 0.000631749 0.001507 0.0012436 0.000481773 0.000376014 0.000794189 0.000649322
threshold=0.14071500000000006 -0.094939999999999997 0.083875000000000019 0.091485000000000025 0.092180000000000026 0.11413500000000003 0.10850000000000003 0.08895500000000002 -0.083284999999999984 -0.082084999999999991 0.090595000000000023 0.088915000000000022 0.063210000000000016 0.087625000000000022 0.08544000000000003 -0.083069999999999991 0.087670000000000012 -0.010395 -0.071344999999999992 0.084755000000000025 0.058455000000000014 -0.231015 -0.12363 -0.067839999999999998 0.090435000000000029
decision_type=2 2 2 2 2 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 12 -7 11 9 -9 -10 -6 16 14 -14 -15 21 -18 20 -20 22 -3 23 -4 -24
right_child=-2 3 18 4 7 6 -8 8 10 -11 -12 -13 13 15 -16 -17 17 -19 19 -21 -22 -23 24 -25 -26
leaf_value=0.00087231191000375764 0.0010746305625374377 0.00025277743218355086 -3.0868379637828786e-05 -0.0014806766039422671 -7.977849458607455e-05 0.00076973496637853373 -0.00029235790008180025 -0.0013219981726611176 0.00079978667176954248 4.8924192911105731e-05 -0.0001056793303802563 0.00060948864423115653 5.1055551065274336e-05 -0.00023324755212574615 0.00053347380012038934 0.00014578047260864154 -0.00034945008844935061 8.360821286380566e-05 0.00051607006872344738 -0.00013021296850381991 -0.00052555479159895535 -4.8818127499923867e-05 0.00011361188987363141 0.00042476155813047463 -0.00030981737499428095
leaf_weight=62 47 54 101 53 80 67 50 46 47 64 525 46 284 125 73 76 191 91 73 67 47 1275 70 58 70
leaf_count=62 47 54 101 53 80 67 50 46 47 64 525 46 284 125 73 76 191 91 73 67 47 1275 70 58 70
internal_value=0 -2.70772e-05 0.000119154 -5.28013e-05 -0.000153768 -1.4415e-05 0.000308852 -6.57173e-05 -0.00010961 -0.000516929 -2.98479e-05 0.000165362 -3.22301e-05 6.48484e-05 0.000151994 -8.58607e-05 -6.63632e-05 -0.000206801 2.13881e-05 0.00020093 -4.88931e-05 -3.59477e-05 2.32959e-05 0.000130188 -9.22554e-05
internal_weight=0 3695 548 3147 861 2286 117 808 682 110 572 126 2169 558 357 201 1611 282 486 140 346 1329 299 159 140
internal_count=3742 3695 548 3147 861 2286 117 808 682 110 572 126 2169 558 357 201 1611 282 486 140 346 1329 299 159 140
is_linear=0
shrinkage=0.0995203


Tree=8958
num_leaves=24
num_cat=0
split_feature=19 18 18 26 3 3 18 18 3 0 17 1 17 0 5 6 26 5 3 26 38 17 5
split_gain=0.00461329 0.0012016 0.00855445 0.00131226 0.00221272 0.000894564 0.00287743 0.000979205 0.000780326 0.00197668 0.00178395 0.00129648 0.000928181 0.000777746 0.00088121 0.001087 0.000593678 0.000621771 0.000878767 0.000622329 0.000384899 0.000663171 0.000737536
threshold=0.14071500000000006 0.092545000000000016 0.094215000000000021 0.11538500000000003 0.095490000000000019 0.083595000000000017 -0.094389999999999988 0.084405000000000022 0.084895000000000012 -0.087184999999999999 -0.011809999999999999 -0.50954999999999984 -0.56005499999999986 -0.071799999999999989 -0.088604999999999989 -0.092919999999999989 0.10353500000000003 -0.052494999999999993 0.10871500000000002 0.089725000000000013 -0.080750000000000002 -0.013885 -0.41880499999999998
decision_type=2 2 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 -5 6 -1 8 9 -7 -11 -10 -13 14 15 -9 17 19 -19 -4 -8 -22 -23
right_child=-2 2 3 4 -6 7 20 13 11 10 -12 12 -14 -15 -16 -17 -18 18 -20 -21 21 22 -24
leaf_value=0.00078052203304721424 0.0009676831783908404 -0.0014255746726009836 -7.7019282894241733e-06 -0.00084565735475494513 0 0.00025072125611187322 -0.00021795329670693412 -0.00012383042353988804 0.00050356191462065734 -9.8649782260338317e-05 -0.00082458796933089495 -0.00038678788926647354 -1.7552523777529321e-05 0.00054237100013812425 -0.00023818704903437652 0.00045722303319512366 0.0003198443584317558 0.00031676375097559921 -0.00019136752937240663 -0.00035051146565272988 -0.00013862994613227388 2.349995198030147e-05 0.00051046889569773552
leaf_weight=60 47 48 205 50 83 59 54 50 46 78 63 70 2140 47 57 80 61 103 48 73 83 85 52
leaf_count=60 47 48 205 50 83 59 54 50 46 78 63 70 2140 47 57 80 61 103 48 73 83 85 52
internal_value=0 -2.43384e-05 -0.000144837 -4.48461e-05 -0.0003226 2.12846e-06 0.00015598 -1.667e-05 -3.54819e-05 -0.000224256 -0.000428811 -1.83837e-05 -2.96182e-05 0.000177276 8.11359e-05 0.000227444 2.88736e-05 -1.05917e-05 0.000149817 -0.000100665 1.62317e-05 7.74346e-05 0.00021431
internal_weight=0 3695 671 623 133 3024 334 2690 2456 200 141 2256 2210 234 187 130 490 429 151 278 274 220 137
internal_count=3742 3695 671 623 133 3024 334 2690 2456 200 141 2256 2210 234 187 130 490 429 151 278 274 220 137
is_linear=0
shrinkage=0.0995203


Tree=8959
num_leaves=24
num_cat=0
split_feature=17 0 18 18 26 0 11 18 17 8 18 9 18 5 0 6 9 17 26 17 18 4 26
split_gain=0.00359507 0.00861297 0.0011335 0.00673852 0.00104315 0.00174955 0.000718145 0.000757489 0.00134535 0.000737015 0.00102986 0.000782154 0.000777316 0.000676572 0.000639889 0.000634097 0.000576058 0.000919285 0.00095774 0.00071316 0.00123156 0.000536429 0.000351092
threshold=0.51392000000000015 -0.078664999999999999 0.092545000000000016 0.094215000000000021 0.11538500000000003 -0.073464999999999989 -0.079369999999999996 0.089505000000000015 -0.040099999999999997 -0.087635000000000005 -0.015069999999999998 0.11222500000000002 -0.063154999999999989 -0.034484999999999995 -0.093765000000000001 0.024640000000000006 0.08758500000000001 0.07134500000000002 0.10038000000000001 -0.05543 0.10698500000000001 0.11198000000000002 0.11699500000000003
decision_type=2 2 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 13 9 -9 10 15 12 -11 14 -1 -8 19 18 -18 -5 -21 -12 -13
right_child=1 -3 3 4 5 -7 7 8 -10 11 21 22 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24
leaf_value=0.00031074772613555327 -7.4659198188035527e-05 0.0015652040142263874 -0.0012837012363025283 0.00012459121458592999 -0.00074130137444441383 -8.5693530723743196e-06 0.00014784375014325674 0.00059993278669723119 -0.00011588009607784491 -6.8326211819124587e-06 5.5301466308953593e-05 1.8540628453375988e-05 -0.0001340599513352985 0.00047792349692163947 -0.0001787872399676411 0.00061372371740305303 8.2452031021295981e-05 -0.0001806461688725632 0.00058709757206170353 -0.00064341395320849642 -9.2460389924172451e-06 -0.00019977527869200894 0.00036871767971598392
leaf_weight=49 91 48 48 76 54 86 97 53 48 975 367 67 956 57 56 46 143 76 53 50 84 105 57
leaf_count=49 91 48 48 76 54 86 97 53 48 975 367 67 956 57 56 46 143 76 53 50 84 105 57
internal_value=0 0.000485735 -2.99332e-05 -0.000146751 -5.76955e-05 -0.000297042 -2.96885e-06 -1.51507e-05 0.000251639 -2.55493e-05 6.94472e-05 -5.43773e-05 -7.02443e-05 0.000200347 4.1866e-05 0.000303432 1.01258e-05 0.000107271 0.000223089 -0.000111802 -0.000251985 0 0.000186111
internal_weight=0 139 3603 670 622 140 2933 2771 101 2670 615 2055 1931 162 105 143 482 272 196 210 134 472 124
internal_count=3742 139 3603 670 622 140 2933 2771 101 2670 615 2055 1931 162 105 143 482 272 196 210 134 472 124
is_linear=0
shrinkage=0.0995203


Tree=8960
num_leaves=10
num_cat=0
split_feature=19 19 21 20 17 18 28 21 2
split_gain=0.00204832 0.00137296 0.00086677 0.00111221 0.000770863 0.00172944 0.00059607 0.000555049 0.000532145
threshold=0.14107000000000006 -0.10411999999999999 0.13765500000000006 0.0013750000000000004 -0.56005499999999986 -0.060544999999999995 0.080375000000000016 -0.10962999999999999 -0.13088999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 -6 -9
right_child=-2 2 3 -5 6 -7 -8 8 -10
leaf_value=0.00046649805164316178 -0.0006447745585844984 0.00014629576442123631 0.00053131459466374139 -6.1597659964217404e-05 0.00026750253100594161 -0.00064189574909799367 0.00029018103416676055 0.00013375180303174655 -2.301045997272145e-05
leaf_weight=64 48 50 68 54 72 58 69 230 3013
leaf_count=64 48 50 68 54 72 58 69 230 3013
internal_value=0 9.5422e-06 1.22349e-06 0.000262168 -7.65871e-06 -0.000269412 4.5323e-07 -5.33036e-06 -1.16401e-05
internal_weight=0 3678 3614 122 3492 108 3384 3315 3243
internal_count=3726 3678 3614 122 3492 108 3384 3315 3243
is_linear=0
shrinkage=0.0995203


Tree=8961
num_leaves=9
num_cat=0
split_feature=19 19 28 21 17 17 2 19
split_gain=0.00166118 0.00111302 0.00072659 0.00069749 0.000600543 0.0012554 0.000587847 0.000492892
threshold=0.14107000000000006 -0.10411999999999999 0.080375000000000016 0.17920500000000003 -0.56005499999999986 -0.57205499999999987 -0.22383 0.12213000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 -8
right_child=-2 2 -4 -5 6 -7 7 -9
leaf_value=0.00042007204215487916 -0.00058060636344615718 8.43474051940911e-05 0.0003120946646941668 0.00035281108408845605 0.00027394034633018168 -0.00058319926370723569 -1.7210551356158303e-05 0.00018874261563041
leaf_weight=64 48 54 73 53 74 54 3187 119
leaf_count=64 48 54 73 53 74 54 3187 119
internal_value=0 8.63686e-06 1.12427e-06 -5.05541e-06 -1.07279e-05 -0.000241846 -3.10083e-06 -9.54961e-06
internal_weight=0 3678 3614 3541 3488 108 3380 3306
internal_count=3726 3678 3614 3541 3488 108 3380 3306
is_linear=0
shrinkage=0.0995203


Tree=8962
num_leaves=16
num_cat=0
split_feature=18 17 2 2 4 0 9 23 20 20 22 1 0 2 20
split_gain=0.00082013 0.0015747 0.000890328 0.000679328 0.000563119 0.00109268 0.00141842 0.00051366 0.000771022 0.000790569 0.000701823 0.00070182 0.000687988 0.000587931 0.000378911
threshold=-0.12363 -0.56005499999999986 -0.095204999999999998 -0.22383 0.084900000000000017 -0.069955000000000003 0.096385000000000012 0.086650000000000019 0.096345000000000028 0.0013750000000000004 0.10397500000000003 0.17018000000000003 -0.089674999999999991 -0.072024999999999992 -0.076664999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 14 -7 8 9 10 -5 12 -10 -11 -4
right_child=1 3 4 7 -6 6 -8 -9 11 13 -12 -13 -14 -15 -16
leaf_value=0.00042775903012110423 -0.00044008318941593538 0.00030521486235272774 0.00043233188047568129 -1.3473186255302832e-05 0.00031842093428969073 -0.0006435262360635789 4.3765288172230238e-05 -0.00028957448597639684 0.00060782005510964853 -1.0659044407345108e-05 0.00032479960571289696 -5.1520176010158808e-05 6.7169592947967521e-05 -0.00049684060942523859 3.2458950125492748e-05
leaf_weight=84 84 69 46 2806 63 48 73 64 55 49 62 60 47 58 58
leaf_count=84 84 69 46 2806 63 48 73 64 55 49 62 60 47 58 58
internal_value=0 -1.45408e-05 0.000141193 -3.35911e-06 5.47683e-05 -1.54162e-05 -0.000222114 -1.02664e-05 -4.30709e-06 -1.60759e-05 -5.87502e-06 0.000206765 0.000366723 -0.000281848 0.000217197
internal_weight=0 3354 372 3270 288 225 121 3201 3137 2975 2868 162 102 107 104
internal_count=3726 3354 372 3270 288 225 121 3201 3137 2975 2868 162 102 107 104
is_linear=0
shrinkage=0.0995203


Tree=8963
num_leaves=19
num_cat=0
split_feature=18 3 17 8 8 3 0 3 17 9 17 17 8 9 21 9 21 1
split_gain=0.000671509 0.00147288 0.00127665 0.000654011 0.00108956 0.00107155 0.00122121 0.000954788 0.00183044 0.00109866 0.000534806 0.00202425 0.000730828 0.000474637 0.00143981 0.000607241 0.00059757 0.000362632
threshold=-0.12363 0.08511500000000001 -0.56005499999999986 -0.064125000000000001 -0.068099999999999994 0.14721500000000004 0.12433000000000002 0.10850000000000003 -0.069010000000000002 0.095415000000000014 0.51775000000000015 0.42451000000000011 -0.073999999999999996 0.083760000000000015 0.10886500000000003 0.094685000000000033 0.11816500000000002 -0.087734999999999994
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 10 6 7 9 -9 -5 11 12 -4 17 15 -15 -16 -3
right_child=2 13 3 5 -6 -7 -8 8 -10 -11 -12 -13 -14 14 16 -17 -18 -19
leaf_value=0.00065650602313104228 -0.00039628604110397182 -0.00033485673478817293 -2.4376569566253802e-05 0.00014513944220854633 -0.00039460594994367463 0.00046460904711661589 0.0005254378659441042 -0.00071370463693020498 -1.4744155966466555e-05 -0.00013416176414346524 0.00025173746074969288 -0.00052998550434455751 0.00023692799192334934 0.0006734549906089488 -0.00036698669172684694 0.00015067646173187906 7.0160752778280756e-05 4.0200558212344405e-05
leaf_weight=46 84 46 1904 505 80 62 48 48 175 190 69 77 112 49 47 49 85 50
leaf_count=46 84 46 1904 505 80 62 48 48 175 190 69 77 112 49 47 49 85 50
internal_value=0 0.000127798 -1.3118e-05 -3.02481e-06 -3.34008e-05 6.24268e-05 3.57664e-05 9.27094e-06 -0.000168864 6.76058e-05 -1.96565e-05 -2.89947e-05 -9.45358e-06 5.0684e-05 0.000130071 0.000420419 -7.92886e-05 -0.000130987
internal_weight=0 372 3354 3270 2242 1028 966 918 223 695 2162 2093 2016 326 230 98 132 96
internal_count=3726 372 3354 3270 2242 1028 966 918 223 695 2162 2093 2016 326 230 98 132 96
is_linear=0
shrinkage=0.0995203


Tree=8964
num_leaves=9
num_cat=0
split_feature=26 4 2 17 19 6 18 0
split_gain=0.00155956 0.00136173 0.000766866 0.000667886 0.000613611 0.00057886 0.00206176 0.000728113
threshold=0.5128250000000002 0.15730000000000002 -0.24151999999999998 -0.55286000000000002 0.14023500000000003 0.11884000000000002 -0.06656999999999999 -0.071484999999999993
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 -5
right_child=-2 -3 3 4 -6 6 -8 -9
leaf_value=-0.00028661463359243598 0.00056669552920992337 -0.00053656157175520662 0.00028663212684851156 -2.149635889586822e-05 -0.00035193720190631825 0.00064940928854690999 -3.6669625584914157e-05 9.3476365974992333e-05
leaf_weight=85 49 46 88 2515 46 63 133 696
leaf_count=85 49 46 88 2515 46 63 133 696
internal_value=0 1.2436e-06 8.29205e-06 1.56023e-05 8.45803e-06 1.35642e-05 0.000179679 3.1696e-06
internal_weight=0 3672 3626 3541 3453 3407 196 3211
internal_count=3721 3672 3626 3541 3453 3407 196 3211
is_linear=0
shrinkage=0.0995203


Tree=8965
num_leaves=11
num_cat=0
split_feature=29 8 24 2 18 26 0 18 17 17
split_gain=0.00284171 0.00114892 0.000701275 0.000615803 0.000662304 0.00146746 0.00253427 0.000951618 0.00079419 0.000581846
threshold=0.12951500000000005 0.24614500000000003 0.083550000000000027 -0.24151999999999998 0.11362500000000002 0.11624000000000002 -0.071484999999999993 0.10698500000000001 -0.55286000000000002 0.07134500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 9 -7 8 -5 -6
right_child=-2 -3 -4 4 5 6 -8 -9 -10 -11
leaf_value=-0.00026164943761349912 0.00077695698032577399 -0.00040113534528101195 -0.00030113099012755312 0.00035072653124656317 0.00013458770547020635 -0.00095382264716772859 6.4574167382338765e-05 0.00043055860546488222 1.7570837254099529e-05 -0.00016922242976885699
leaf_weight=79 47 70 72 73 155 48 46 59 2968 104
leaf_count=79 47 70 72 73 155 48 46 59 2968 104
internal_value=0 -1.63514e-06 5.89716e-06 1.23877e-05 1.88944e-05 -0.000109724 -0.00044675 3.38044e-05 2.58375e-05 9.43372e-06
internal_weight=0 3674 3604 3532 3453 353 94 3100 3041 259
internal_count=3721 3674 3604 3532 3453 353 94 3100 3041 259
is_linear=0
shrinkage=0.0995203


Tree=8966
num_leaves=17
num_cat=0
split_feature=29 8 19 3 21 8 2 8 21 20 1 1 18 17 17 1
split_gain=0.00230421 0.000973096 0.00116345 0.00106053 0.00161969 0.000977961 0.00073338 0.000619223 0.000575193 0.000765753 0.000619839 0.00165959 0.000572564 0.000408628 0.000484502 4.16781e-05
threshold=0.12951500000000005 0.0012600000000000003 -0.071824999999999986 0.10792500000000002 0.11162500000000002 0.0073150000000000012 -0.122295 0.056535000000000009 -0.10962999999999999 -0.15615999999999999 0.055865000000000012 0.081675000000000011 0.11362500000000002 -0.0096999999999999986 -0.42572499999999996 0.018150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -3 -5 -7 -4 -10 12 -12 -11 14 -9 -15
right_child=-2 3 8 4 -6 7 -8 13 9 10 11 -13 -14 15 -16 -17
leaf_value=0.00044583515242096675 0.00069963407982890301 -0.00040613268371043323 0.00031262931872625012 -0.00028600274181128036 7.4133878850422561e-05 0.00037382947659765371 -0.00081003125520951109 5.1030570048571278e-05 -0.00032380969711242073 5.1754986212321565e-05 -0.00042450724968409482 0 -0.0001005949165533899 0.00021242162814858888 -0.00033919702658025212 4.8257677941117939e-05
leaf_weight=62 47 54 61 63 63 50 56 60 69 2124 112 473 273 47 60 47
leaf_count=62 47 54 61 63 63 50 56 60 69 2124 112 473 273 47 60 47
internal_value=0 -1.45024e-06 1.86526e-05 -0.0001307 -0.00032258 -1.83078e-05 -0.000539484 5.79192e-05 9.87879e-06 3.55744e-06 1.14069e-05 -8.00216e-05 3.4062e-05 -1.20663e-05 -0.000137261 0.000139049
internal_weight=0 3674 3174 500 182 318 119 264 3112 3051 2982 585 2397 214 120 94
internal_count=3721 3674 3174 500 182 318 119 264 3112 3051 2982 585 2397 214 120 94
is_linear=0
shrinkage=0.0995203


Tree=8967
num_leaves=9
num_cat=0
split_feature=30 30 19 24 2 0 26 21
split_gain=0.00260378 0.000922675 0.000786654 0.000532694 0.000533065 0.000583053 0.00111258 0.000883125
threshold=-0.020805000000000001 0.12577500000000003 0.14107000000000006 0.083550000000000027 -0.24151999999999998 -0.071799999999999989 0.098185000000000022 0.10940500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7
right_child=1 -3 -4 -5 5 7 -8 -9
leaf_value=0.00075067839826477008 -0.00023952176947406625 -0.00044081628263427407 -0.00040570904437763631 -0.00028022132283248957 2.1987661081213359e-05 0.00014419461618855257 -0.00017046760319733805 -0.00011540053499924915
leaf_weight=46 80 47 46 62 2279 661 342 158
leaf_count=46 80 47 46 62 2279 661 342 158
internal_value=0 -2.58043e-06 2.87119e-06 8.34672e-06 1.3662e-05 1.9788e-05 -2.81245e-06 9.31144e-05
internal_weight=0 3675 3628 3582 3520 3440 2621 819
internal_count=3721 3675 3628 3582 3520 3440 2621 819
is_linear=0
shrinkage=0.0995203


Tree=8968
num_leaves=9
num_cat=0
split_feature=20 19 38 24 0 5 5 21
split_gain=0.0248056 0.00104049 0.000630975 0.00056705 0.000506284 0.000432007 0.00107785 0.000695492
threshold=-0.41270499999999993 0.14107000000000006 -0.083989999999999995 0.084270000000000025 -0.23998999999999998 -0.0070049999999999999 -0.0058299999999999992 0.087625000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 -6
right_child=1 -3 3 -5 5 6 -8 -9
leaf_value=0.0023452087675476106 0.00038899169400338296 -0.00044480530935882783 -0.00026819186731440365 0.00030822829155060757 8.2646664088952755e-05 -0.0004970217529152519 -6.0150782844679262e-06 -4.4967566611069816e-05
leaf_weight=46 47 47 61 67 1569 46 1307 570
leaf_count=46 47 47 61 67 1569 46 1307 570
internal_value=0 1.95285e-05 2.57031e-05 2.07602e-05 1.5109e-05 2.02922e-05 -2.33136e-05 4.82574e-05
internal_weight=0 3714 3667 3620 3553 3492 1353 2139
internal_count=3760 3714 3667 3620 3553 3492 1353 2139
is_linear=0
shrinkage=0.0995203


Tree=8969
num_leaves=10
num_cat=0
split_feature=20 19 11 2 25 36 3 18 17
split_gain=0.0201145 0.000843798 0.000587974 0.00162361 0.000703452 0.000428321 0.000541409 0.00119713 0.000395684
threshold=-0.41270499999999993 0.14107000000000006 -0.11166 -0.035314999999999992 0.10222500000000002 0.089700000000000016 0.083595000000000017 -0.094389999999999988 -0.55754499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -4 -8
right_child=1 -3 4 -5 -6 -7 8 -9 -10
leaf_value=0.0021118131986426823 0.00068802125624264996 -0.00040053833989885416 0.00059823878032822366 -6.2946366576757207e-05 0.00039864808672371229 -0.00025945233730392868 0.00019660409376884657 4.5192111695236756e-05 -2.4591190630578664e-06
leaf_weight=46 48 47 49 66 47 57 102 206 3092
leaf_count=46 48 47 49 66 47 57 102 206 3092
internal_value=0 1.75192e-05 2.31007e-05 0.00024607 1.57162e-05 1.03493e-05 1.50455e-05 0.000154674 3.64164e-06
internal_weight=0 3714 3667 114 3553 3506 3449 255 3194
internal_count=3760 3714 3667 114 3553 3506 3449 255 3194
is_linear=0
shrinkage=0.0995203


Tree=8970
num_leaves=16
num_cat=0
split_feature=6 19 21 3 21 0 17 17 21 20 10 10 8 8 3
split_gain=0.0174173 0.000676821 0.000627756 0.00127525 0.000509379 0.0011195 0.000837141 0.00152796 0.000639409 0.00116186 0.000630341 0.00242169 0.000564911 0.000914319 0.000636328
threshold=0.23663500000000004 0.14107000000000006 -0.091104999999999992 0.090135000000000021 0.087625000000000022 -0.110495 -0.095109999999999986 0.0041300000000000009 0.08957500000000003 -0.081189999999999998 0.090150000000000022 0.085875000000000021 -0.052214999999999998 -0.071594999999999992 0.092735000000000026
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 -4 -8 9 -6 11 -7 13 -10 -14
right_child=-2 -3 4 -5 8 10 7 -9 12 -11 -12 -13 14 -15 -16
leaf_value=9.8060868451395236e-05 0.0018658153657322668 -0.00036067669530227343 -0.00010718403728206266 -0.000592750011731355 2.8958229723067046e-05 1.598953272024987e-05 0.00049823823473658479 2.6765300473015618e-05 0 -0.00062539606093676221 -0.00031712747632656532 0.0007470227029816131 0.0001221434662496276 0.0003301490739989288 -0.00016482750416406305
leaf_weight=54 51 47 61 49 56 2030 157 127 470 48 52 46 98 101 313
leaf_count=54 51 47 61 49 56 2030 157 127 470 48 52 46 98 101 313
internal_value=0 1.37261e-05 1.87549e-05 -0.00022263 2.59708e-05 5.1045e-05 0.000217636 0.000290286 -3.03735e-05 -0.00026518 2.36519e-05 3.25821e-05 -4.67233e-06 5.84859e-05 -9.44095e-05
internal_weight=0 3709 3662 103 3559 2473 345 284 1086 104 2128 2076 982 571 411
internal_count=3760 3709 3662 103 3559 2473 345 284 1086 104 2128 2076 982 571 411
is_linear=0
shrinkage=0.0995203


Tree=8971
num_leaves=11
num_cat=0
split_feature=20 19 38 25 8 0 17 8 0 4
split_gain=0.0146688 0.000551683 0.000462551 0.000529358 0.000388067 0.000963374 0.000696017 0.000687341 0.000594389 0.000515011
threshold=-0.41270499999999993 0.14107000000000006 -0.083989999999999995 0.10222500000000002 -0.050299999999999997 0.12387500000000003 -0.55157999999999996 -0.073644999999999988 0.019150000000000004 0.10098000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 8 -4 -8 -6 -7
right_child=1 -3 3 -5 5 9 7 -9 -10 -11
leaf_value=0.0018016224618237449 0.00032862644675705566 -0.0003247820980769408 -0.0003388425930541518 0.00034933645627981813 -4.3273299018777719e-05 8.0173145013490084e-06 1.7056414848748907e-05 0.00017147558517447786 -0.00030155084765223485 0.00048494391430953861
leaf_weight=46 47 47 49 46 896 48 2098 334 100 49
leaf_count=46 47 47 49 46 896 48 2098 334 100 49
internal_value=0 1.31238e-05 1.7678e-05 1.34147e-05 8.86207e-06 -4.02216e-05 3.08158e-05 3.86003e-05 -7.00267e-05 0.000257379
internal_weight=0 3714 3667 3620 3574 1093 2481 2432 996 97
internal_count=3760 3714 3667 3620 3574 1093 2481 2432 996 97
is_linear=0
shrinkage=0.0995203


Tree=8972
num_leaves=14
num_cat=0
split_feature=6 28 18 17 17 5 5 17 17 0 6 18 6
split_gain=0.0336027 0.0105419 0.00584756 0.00215529 0.00710957 0.00266226 0.0183058 0.00130158 0.00137463 0.00124433 0.00112778 0.000982523 0.000843532
threshold=0.23663500000000004 0.080375000000000016 0.26473000000000008 0.064745000000000011 0.077740000000000017 -0.099349999999999994 -0.12429 -0.56005499999999986 0.057560000000000014 -0.225295 0.11816500000000002 -0.088855000000000003 -0.012574999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 9 11 -9 -1 12 -7 -6
right_child=-2 -3 -4 4 10 7 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.00054587759951002729 -0.0026131552437039158 0.0011070214566396229 -0.00094189312606270657 0.0012502867684021769 -2.6391722469902468e-05 -3.8420082648245515e-05 -0.00216240355776185 1.1337657592785761e-05 -0.00052720967792960931 -2.2819663171404937e-05 -0.00032023993176728252 -0.00070925804301426613 0.00020470075293303736
leaf_weight=51 50 81 70 52 309 46 46 2125 48 424 75 46 306
leaf_count=51 50 81 70 52 309 46 46 2125 48 424 75 46 306
internal_value=0 -1.53984e-05 -4.08944e-05 -2.27854e-05 0.000127576 -6.31254e-05 -0.000266071 -1.60819e-05 -1.81749e-07 -8.0703e-05 4.17799e-05 -0.000382737 8.72598e-05
internal_weight=0 3679 3598 3528 742 2786 521 2265 2173 475 690 92 615
internal_count=3729 3679 3598 3528 742 2786 521 2265 2173 475 690 92 615
is_linear=0
shrinkage=0.0995203


Tree=8973
num_leaves=15
num_cat=0
split_feature=6 28 18 3 17 1 9 6 9 9 3 18 9 17
split_gain=0.0272444 0.00855017 0.0047399 0.00239349 0.00858193 0.0129089 0.00140749 0.00922571 0.0012623 0.00101048 0.000714892 0.000625126 0.00099666 0.000846097
threshold=0.23663500000000004 0.080375000000000016 0.26473000000000008 0.084955000000000017 0.056905000000000011 -0.077774999999999997 0.084115000000000009 0.049085000000000011 0.084595000000000017 0.083715000000000026 0.14530500000000005 -0.089234999999999995 0.084915000000000032 -0.11741999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 -6 7 9 -8 -5 -10 13 -13 -1
right_child=-2 -3 -4 6 5 -7 8 -9 10 -11 -12 12 -14 -15
leaf_value=-4.2426229910775703e-05 -0.0023530934919522117 0.00099685039737009372 -0.00084815563922619971 -2.4887860376239475e-05 0.0022253152134745421 -8.0654123028499257e-05 0.00042274554122114356 -0.0011781862751974361 -3.8766805301501327e-05 -0.000509053524920404 0.00034093828283080733 -0.00015482940994251788 0.00018442429725165478 0.00051863271863434061
leaf_weight=53 50 81 70 680 46 49 63 81 1995 46 50 297 119 49
leaf_count=53 50 81 70 680 46 49 63 81 1995 46 50 297 119 49
internal_value=0 -1.39545e-05 -3.69378e-05 -2.06102e-05 0.000157782 0.0010273 -5.84054e-05 -0.000170273 -1.5191e-05 -5.66926e-05 -2.90827e-05 -1.05753e-07 -5.58154e-05 0.000219076
internal_weight=0 3679 3598 3528 613 95 2915 807 2108 726 2045 518 416 102
internal_count=3729 3679 3598 3528 613 95 2915 807 2108 726 2045 518 416 102
is_linear=0
shrinkage=0.0995203


Tree=8974
num_leaves=15
num_cat=0
split_feature=20 26 0 18 9 9 8 8 17 1 0 0 0 6
split_gain=0.0289153 0.00486475 0.0103159 0.00492476 0.0017515 0.0123977 0.00219577 0.0106641 0.00113352 0.000625179 0.000684181 0.000613335 0.000423747 0.000368897
threshold=-0.40431 -0.16205499999999998 -0.059114999999999994 0.26473000000000008 0.081605000000000025 0.076440000000000022 -0.091914999999999983 -0.093795000000000003 -0.56005499999999986 -0.50954999999999984 -0.233955 -0.084269999999999998 -0.088784999999999989 0.089315000000000019
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 13 -8 -3 -11 -10 -2 -6
right_child=1 3 -4 -5 6 -7 8 -9 11 10 -12 -13 -14 -15
leaf_value=-0.0023490631394506626 0.00019810664522996785 -0.00032456324343048344 0.0016964958517048478 -0.0009346458862882494 -1.9976538842577095e-05 -0.0016270661807003641 -0.00041476754935454457 0.0016184730523457602 7.081209882154246e-05 -0.0002937307703167986 1.0274299448197853e-05 -4.0821442958192351e-05 -0.00018103136358640939 0.00023333784693315427
leaf_weight=53 56 73 51 59 240 52 67 49 781 81 737 1296 61 73
leaf_count=53 56 73 51 59 240 52 67 49 781 81 737 1296 61 73
internal_value=0 -7.55067e-06 0.000515312 -3.28242e-05 -1.71599e-05 -0.000132916 2.60719e-05 0.000252885 -1.18423e-05 -4.47959e-05 -1.88281e-05 7.61211e-07 0 3.64878e-05
internal_weight=0 3676 168 3508 3449 943 2506 362 2144 891 818 2077 117 313
internal_count=3729 3676 168 3508 3449 943 2506 362 2144 891 818 2077 117 313
is_linear=0
shrinkage=0.0995203


Tree=8975
num_leaves=22
num_cat=0
split_feature=28 8 8 2 2 8 8 0 0 26 8 18 2 10 2 0 8 5 2 26 4
split_gain=0.00718206 0.002836 0.0419802 0.00468446 0.0259023 0.00198789 0.00960812 0.000578027 0.000620857 0.000762785 0.00055583 0.00052918 0.000501954 0.00044007 0.00105535 0.000373832 0.000643201 0.00099768 0.000315891 0.000881409 0.00018819
threshold=0.080375000000000016 -0.10337499999999999 -0.11187999999999999 -0.097214999999999996 -0.10018999999999999 -0.091600000000000001 -0.092545000000000002 -0.233955 -0.084269999999999998 -0.025024999999999999 -0.49499500000000002 0.13099000000000002 -0.24206999999999998 0.090150000000000022 -0.23128999999999997 -0.14574499999999999 -0.26194999999999996 -0.084089999999999984 -0.079844999999999985 0.08598500000000002 0.12061000000000001
decision_type=2 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 12 6 18 -7 9 -9 20 -10 -3 14 -14 -12 17 -17 19 -5 -1
right_child=-2 3 -4 5 -6 7 -8 8 11 -11 15 -13 13 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=0 0.00088925853091425275 -0.00034285741024418694 -0.0031388019810499081 0.0001182091869711278 -0.002515527249139774 -0.00026482557950585482 0.0015342612128882182 -0.00011427862973004382 -5.7161813217894368e-05 0.00010321418265116097 0.00031868224664158382 0.00015015273053584056 0.00049786775432583957 -0.00025492349209759759 -3.1511085527162138e-05 -0.00042043751475059888 0.00024529238795449148 0.00017088788738458678 0.00010703186847122352 -0.00046949915369836075 -0.00026995818884741919
leaf_weight=47 81 46 46 50 48 83 49 194 1379 839 71 132 46 50 186 54 91 57 75 48 57
leaf_count=47 81 46 46 50 48 83 49 194 1379 839 71 132 46 50 186 54 91 57 75 48 57
internal_value=0 -5.77996e-05 -0.00030027 -2.57426e-05 -0.000356009 1.75573e-05 0.000303601 -6.30372e-06 1.80898e-06 6.1576e-05 4.39049e-05 -3.85092e-05 -3.74859e-05 9.42354e-06 6.99235e-05 0.00012016 4.63296e-05 -0.000109409 -4.02362e-05 -0.000161295 -0.000148393
internal_weight=0 3648 423 3225 376 2849 222 2627 2544 1033 377 1511 328 282 232 273 202 111 173 98 104
internal_count=3729 3648 423 3225 376 2849 222 2627 2544 1033 377 1511 328 282 232 273 202 111 173 98 104
is_linear=0
shrinkage=0.0995203


Tree=8976
num_leaves=25
num_cat=0
split_feature=18 19 5 5 9 3 6 6 3 26 8 8 5 20 4 8 18 3 26 1 3 4 21 1
split_gain=0.0104704 0.0084773 0.00156698 0.0145042 0.000969793 0.00438969 0.000761942 0.00135315 0.0008181 0.00060517 0.00297778 0.00186589 0.000598739 0.00129843 0.00054982 0.000564107 0.000546947 0.000553793 0.00137297 0.00107892 0.000520948 0.00130587 0.00107139 0.000501306
threshold=0.23251500000000005 0.10725500000000003 -0.15490499999999999 -0.22999499999999998 0.11408000000000003 0.14940500000000004 0.089315000000000019 0.088315000000000018 0.086465000000000028 0.11081000000000002 -0.068549999999999986 -0.052214999999999998 -0.11065499999999999 -0.009049999999999999 0.12205500000000002 -0.076194999999999999 -0.095364999999999991 0.097880000000000023 0.096535000000000024 -0.06551499999999999 0.11089500000000001 0.10676500000000003 0.089350000000000027 0.50996500000000011
decision_type=2 2 2 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 14 7 12 -9 16 -11 -12 13 -4 23 -16 -8 18 -18 -19 21 -14 -22 -1
right_child=1 -3 6 -5 -6 -7 9 8 -10 10 11 -13 20 -15 15 -17 17 19 -20 -21 22 -23 -24 -25
leaf_value=-1.4443649914133703e-06 0.0020653973856754326 0.00019135886968845375 -0.00045392021746389646 0.0017077407265767707 -0.00031995553515785848 0.00091196973432392436 0.00029122409370407225 -0.00069778814820325606 -8.4463470176636944e-05 0.00094076699673730868 -0.00043958579915831232 0.00031530467328133338 1.2799055448381198e-05 0.00019599701506850073 0 -0.0004387700877552415 2.6386478527609361e-05 0.00055606373979629549 -0.00046975400560658119 -6.3081808522198101e-05 -0.00034034035701631203 0.00049106284558479924 1.2151130170291036e-05 0.00034769838231179454
leaf_weight=317 46 52 83 56 68 56 76 46 47 46 54 81 1500 46 61 55 389 49 64 60 123 59 266 46
leaf_count=317 46 52 83 56 68 56 76 46 47 46 54 81 1500 46 61 55 389 49 64 60 123 59 266 46
internal_value=0 0.00107936 3.64314e-05 0.000175384 3.17174e-05 7.79462e-05 5.52204e-06 -2.50541e-05 -0.000396631 8.75352e-05 0.000249046 7.28454e-06 -8.02215e-06 -0.000215821 -1.78507e-05 -0.000207645 4.04316e-05 5.05992e-06 -4.19013e-05 0.000207739 5.31841e-06 3.1424e-05 -9.72006e-05 4.05445e-05
internal_weight=0 98 3648 659 603 535 2989 2170 93 819 181 135 2077 129 479 116 638 562 453 109 1948 1559 389 363
internal_count=3746 98 3648 659 603 535 2989 2170 93 819 181 135 2077 129 479 116 638 562 453 109 1948 1559 389 363
is_linear=0
shrinkage=0.0995203


Tree=8977
num_leaves=19
num_cat=0
split_feature=18 0 0 3 26 4 2 21 4 9 9 17 19 10 1 26 26 21
split_gain=0.00887085 0.00143929 0.00803139 0.0122252 0.00105763 0.000777384 0.000552494 0.000904699 0.000566094 0.000536277 0.00154562 0.00154041 0.000752108 0.000587608 0.000790664 0.000502267 0.0010587 0.000453896
threshold=0.26473000000000008 -0.093765000000000001 -0.096359999999999987 0.089005000000000015 0.10439000000000002 0.13300500000000004 0.13398000000000002 0.11729000000000002 0.11394500000000003 0.08938500000000002 0.089935000000000029 0.26430000000000003 -0.07525999999999998 0.09056500000000002 -0.083284999999999984 0.098185000000000022 0.091195000000000012 0.10787500000000003
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 6 7 -1 -8 11 -11 15 -12 14 -14 16 17 -3
right_child=-2 9 3 -5 -6 -7 8 -9 -10 10 12 -13 13 -15 -16 -17 -18 -19
leaf_value=5.0372350310331102e-05 0.0011519961405704036 -8.0361879183361643e-06 0.0021523007005312821 -6.8060312057593181e-05 -0.00029224476815954768 0.00044638391682231914 -0.00041719976282364847 0.0004986134973423179 5.8612222312459281e-05 0.00059240644272226821 -0.00036699175387848362 -0.00051781691464566719 -0.00015366320684108203 0.00038440292850977481 7.0278357749721578e-05 -0.00025485275722724143 0.00037587917486690505 -0.00024662034920674454
leaf_weight=598 72 1265 47 50 83 54 47 49 47 50 46 64 193 48 795 84 69 85
leaf_count=598 72 1265 47 50 83 54 47 49 47 50 46 64 193 48 795 84 69 85
internal_value=0 3.59689e-05 0.000139614 0.000999346 4.36995e-05 7.98027e-05 5.19835e-05 8.55848e-05 -0.000170585 -1.16897e-06 5.07106e-05 -3.91691e-05 2.49218e-05 4.31136e-05 2.57041e-05 -1.82429e-05 -3.65951e-06 -2.36646e-05
internal_weight=0 3674 975 97 878 795 741 647 94 2699 1132 1567 1082 1036 988 1503 1419 1350
internal_count=3746 3674 975 97 878 795 741 647 94 2699 1132 1567 1082 1036 988 1503 1419 1350
is_linear=0
shrinkage=0.0995203


Tree=8978
num_leaves=24
num_cat=0
split_feature=18 20 20 21 4 4 17 9 2 18 9 6 1 6 20 18 17 4 9 9 17 2 18
split_gain=0.00719252 0.00115218 0.0109721 0.00116866 0.000690948 0.00114132 0.000644138 0.00144079 0.00106862 0.000787691 0.000707129 0.000623074 0.00064916 0.00118179 0.000839976 0.00163401 0.0014972 0.000636565 0.000394497 0.00156991 0.00127909 0.000739494 0.00070834
threshold=0.26473000000000008 -0.082074999999999995 -0.082784999999999984 0.11754000000000002 0.13809000000000002 0.14524000000000004 -0.091134999999999994 0.088510000000000019 -0.01504 0.0057900000000000009 0.083925000000000013 -0.088734999999999994 0.055865000000000012 -0.10198499999999999 -0.009049999999999999 0.089365000000000014 -0.0017249999999999998 0.12719000000000005 0.08938500000000002 0.09007500000000003 0.26430000000000003 -0.072624999999999981 0.10665500000000003
decision_type=2 2 2 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 -6 7 8 -1 10 -8 12 14 17 15 -3 -16 -14 20 -20 22 -21 -13
right_child=-2 4 -4 -5 5 -7 9 -9 -10 -11 -12 18 13 -15 16 -17 -18 -19 19 21 -22 -23 -24
leaf_value=0.00034296466816019153 0.0010373491445531836 -0.00039217442931057788 0.0015256911562066496 0.0004284186364762014 0.00062993294340668604 1.0784951822657972e-05 -0.00023539798036922735 -0.00066095775796281263 -0.00031376862887652358 0.00038355974500408013 8.7638967290768917e-05 3.0282008063253806e-05 -5.0526074785319824e-06 -0.00059120450377358439 -1.0245338265069241e-05 0.00026694720931060337 0.00061095657427081261 -0.00035351973705441891 0.00064004181601079436 0.00010490786107517743 -0.00041760477926251218 -8.8640791801009584e-05 -0.00029992233159231447
leaf_weight=49 72 106 53 64 46 90 99 46 49 58 206 1140 212 59 146 56 51 71 46 600 73 286 68
leaf_count=49 72 106 53 64 46 90 99 46 49 58 206 1140 212 59 146 56 51 71 46 600 73 286 68
internal_value=0 3.23671e-05 0.000155643 2.70421e-05 6.87761e-06 0.000226222 -2.20102e-05 -0.000201205 6.2447e-06 4.68201e-05 -1.45316e-05 -3.07855e-06 -8.50897e-05 -0.000183302 6.19197e-06 -0.000159277 0.000146418 -9.53699e-05 2.25298e-05 7.19264e-05 -1.277e-05 4.15066e-05 1.10167e-05
internal_weight=0 3674 624 571 3050 136 507 144 98 363 305 2914 701 342 359 162 197 283 2213 932 1281 886 1208
internal_count=3746 3674 624 571 3050 136 507 144 98 363 305 2914 701 342 359 162 197 283 2213 932 1281 886 1208
is_linear=0
shrinkage=0.0995203


Tree=8979
num_leaves=16
num_cat=0
split_feature=18 1 5 5 9 3 27 3 5 20 10 5 10 17 10
split_gain=0.00590244 0.00841871 0.00120479 0.0142931 0.000956983 0.0034092 0.000712236 0.00073976 0.000524546 0.000797202 0.000403689 0.000913399 0.000553812 0.000384092 0.000209794
threshold=0.23251500000000005 -0.03694999999999999 -0.16183 -0.22999499999999998 0.11408000000000003 0.14940500000000004 0.096290000000000028 0.13345500000000002 -0.11065499999999999 -0.009049999999999999 0.09056500000000002 0.63455500000000009 0.055760000000000011 -0.53015499999999993 0.084475000000000022
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 -1 9 -4 11 12 13 -10 -14
right_child=1 -3 8 -5 -6 -7 -8 -9 10 -11 -12 -13 14 -15 -16
leaf_value=7.9999528020625315e-05 0.0017904247347829412 -4.3030748540405258e-05 -0.00037287685056258284 0.0018401423448240757 -0.00033108761151240488 0.00079971776603258624 -0.00032154482301185929 -0.00032028217926570159 -0.00014776972460623617 9.2038234926908848e-05 0.00030156205844757215 -0.00041730691076863482 0.00040079676093387058 1.2601763539456936e-05 8.4556670703081786e-05
leaf_weight=360 46 52 89 46 68 56 67 52 157 58 46 50 47 2500 52
leaf_count=360 46 52 89 46 68 56 67 52 157 58 46 50 47 2500 52
internal_value=0 0.000809218 2.60512e-05 0.000148998 1.86312e-05 6.46116e-05 -1.96208e-05 2.74915e-05 -2.82254e-07 -0.000183872 8.89344e-06 3.80385e-06 1.17408e-05 2.81744e-06 0.00024296
internal_weight=0 98 3648 649 603 535 479 412 2999 147 2852 2806 2756 2657 99
internal_count=3746 98 3648 649 603 535 479 412 2999 147 2852 2806 2756 2657 99
is_linear=0
shrinkage=0.0995203


Tree=8980
num_leaves=14
num_cat=0
split_feature=2 2 10 3 4 1 27 27 23 0 1 4 17
split_gain=0.0097304 0.0437229 0.000626566 0.00174706 0.00153673 0.000490204 0.000578392 0.000589664 0.000531128 0.000526766 0.000989536 0.00043603 0.000369891
threshold=-0.11700999999999999 -0.14091999999999996 0.09056500000000002 0.11089500000000001 0.10300500000000003 0.55657000000000012 0.10530500000000002 0.093785000000000021 1.0000000180025095e-35 -0.15137999999999999 -0.0043399999999999992 0.079225000000000018 -0.087770000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 6 7 8 9 10 -2 -1 -11
right_child=5 -3 -4 -5 -6 -7 -8 -9 -10 12 -12 -13 -14
leaf_value=0.00019067421613382039 -0.00022488417944131704 0.0032557178400190734 0.00036642403201430615 -0.00049688307080853129 0.00061598744727778504 0.00022325139550979171 -0.00028695151126191255 0.00031296107451672325 -0.00031326265600257721 2.3800064119729545e-05 0.0002641653617794171 -0.00015251523833867945 -5.2972489110487355e-05
leaf_weight=62 54 50 64 52 52 80 82 52 62 883 155 89 2009
leaf_count=62 54 50 64 52 52 80 82 52 62 883 155 89 2009
internal_value=0 0.000518963 8.74374e-05 1.42069e-05 0.000149159 -1.91306e-05 -2.52602e-05 -1.8331e-05 -2.40363e-05 -1.79896e-05 0.000133891 -6.18163e-06 -2.92488e-05
internal_weight=0 369 319 255 203 3377 3297 3215 3163 3101 209 151 2892
internal_count=3746 369 319 255 203 3377 3297 3215 3163 3101 209 151 2892
is_linear=0
shrinkage=0.0995203


Tree=8981
num_leaves=15
num_cat=0
split_feature=28 7 21 21 0 21 0 1 10 10 5 26 21 17
split_gain=0.0276141 0.000717197 0.000680055 0.00127054 0.00161519 0.000963584 0.000797109 0.00114741 0.000715011 0.00075216 0.000703887 0.000404867 0.000432902 0.000302251
threshold=0.080375000000000016 -0.15142999999999998 0.094640000000000016 0.10068500000000002 -0.096359999999999987 0.092595000000000025 -0.15137999999999999 0.41291000000000005 0.09056500000000002 0.086165000000000019 -0.09583499999999999 0.11724000000000002 0.10343500000000001 -0.53299999999999992
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 10 9 -8 -3 12 -5 -14
right_child=-2 2 3 11 -6 -7 8 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.00034563139048949734 0.0018365729639152268 -0.00013755790987516963 -0.00084694347563741158 0.00026458697953888461 -0.00010729800709963525 0.00039127783360777394 -6.9887461343286229e-06 0.00055742950212858754 0.00036131040965533981 -0.00041381646929790052 0.00026442577042332436 -0.00025339219454223081 0.00020347821509445873 -5.509776484183653e-05
leaf_weight=62 82 90 46 56 89 67 2458 61 51 46 81 69 49 439
leaf_count=62 82 90 46 56 89 67 2458 61 51 46 81 69 49 439
internal_value=0 -9.87209e-06 -3.86551e-06 -8.85191e-05 -0.000365389 1.80344e-05 8.76778e-06 0.000185524 -6.96167e-06 -1.47894e-05 4.80681e-05 -2.62089e-05 1.10185e-06 -2.74567e-05
internal_weight=0 3664 3602 748 135 2854 2787 232 2555 2504 171 613 544 488
internal_count=3746 3664 3602 748 135 2854 2787 232 2555 2504 171 613 544 488
is_linear=0
shrinkage=0.0995203


Tree=8982
num_leaves=10
num_cat=0
split_feature=28 2 7 25 0 1 4 27 30
split_gain=0.0223923 0.000788959 0.000557798 0.000701758 0.000484825 0.000978259 0.00146014 0.000457674 0.000585099
threshold=0.080375000000000016 -0.241895 -0.15142999999999998 0.10222500000000002 -0.15034 0.41696500000000009 0.10533000000000002 0.10530500000000002 0.091195000000000012
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 7 -7 -8 -9 -10
leaf_value=0.00036119497969941779 0.0016537967677274516 -0.00031123408647705595 0.0001460202298211906 0.00037604294057641541 -2.8341247198540133e-05 0.00044740290848696254 -0.00043806268012114231 -0.00028087153916442792 0.00022303197194080041
leaf_weight=56 82 62 184 46 3033 65 55 69 94
leaf_count=56 82 62 184 46 3033 65 55 69 94
internal_value=0 -8.91185e-06 -1.48832e-05 -9.47079e-06 -1.47714e-05 0.000104788 8.18257e-06 -2.63999e-05 -2.0523e-05
internal_weight=0 3664 3608 3546 3500 304 239 3196 3127
internal_count=3746 3664 3608 3546 3500 304 239 3196 3127
is_linear=0
shrinkage=0.0995203


Tree=8983
num_leaves=18
num_cat=0
split_feature=2 2 27 4 29 1 9 17 7 6 4 27 9 6 4 6 0
split_gain=0.00702803 0.0353374 0.000654552 0.000570397 0.000689298 0.000699592 0.000560008 0.000534495 0.000653735 0.000877016 0.000490686 0.000417784 0.000415401 0.000399189 0.00128791 0.000725949 0.000130274
threshold=-0.11700999999999999 -0.14091999999999996 0.10530500000000002 0.12631500000000004 -0.049035000000000002 0.51334500000000016 -0.040564999999999997 -0.55754499999999996 0.058975000000000007 -0.067359999999999989 0.11849500000000003 -0.095019999999999993 -0.073629999999999987 -0.14723999999999998 0.081905000000000019 -0.10287 0.11291000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 10 -5 6 -6 -1 9 -9 11 -2 -4 14 -13 -15 -11
right_child=2 -3 12 4 5 -7 -8 8 -10 16 -12 13 -14 15 -16 -17 -18
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leaf_weight=67 48 50 49 61 47 47 69 60 81 62 49 103 47 145 87 2625 49
leaf_count=67 48 50 49 61 47 47 69 60 81 62 49 103 47 145 87 2625 49
internal_value=0 0.000437053 -2.02539e-05 -1.24979e-05 0.000140264 2.80537e-05 -9.76874e-05 4.88692e-05 -1.44714e-05 -0.000127816 -2.39592e-05 -1.85821e-05 -0.000276807 -1.35697e-05 -0.000153227 -3.69482e-06 3.10543e-05
internal_weight=0 369 3377 3281 224 163 116 319 252 171 3057 3008 96 2960 190 2770 111
internal_count=3746 369 3377 3281 224 163 116 319 252 171 3057 3008 96 2960 190 2770 111
is_linear=0
shrinkage=0.0995203


Tree=8984
num_leaves=8
num_cat=0
split_feature=20 19 28 11 27 29 20
split_gain=0.022421 0.00796758 0.00210098 0.0019583 0.001009 0.000680563 0.000363266
threshold=-0.40431 0.14071500000000006 0.080375000000000016 -0.37931999999999999 0.10930500000000003 0.097705000000000028 -0.077649999999999983
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5
right_child=1 -3 -4 4 -6 -7 -8
leaf_value=0.0020743370042777469 -0.00055713973342687089 0.0012948236292917672 -0.00052770253413778588 -6.098436535446923e-05 0.00041739973964902133 -0.00034652950147983936 1.5509895162706591e-05
leaf_weight=52 64 46 80 805 56 58 2591
leaf_count=52 64 46 80 805 56 58 2591
internal_value=0 -6.47077e-06 -2.30767e-05 -1.15522e-05 -1.37093e-06 -8.39751e-06 -2.38152e-06
internal_weight=0 3700 3654 3574 3510 3454 3396
internal_count=3752 3700 3654 3574 3510 3454 3396
is_linear=0
shrinkage=0.0995203


Tree=8985
num_leaves=11
num_cat=0
split_feature=20 17 17 26 0 28 27 21 3 2
split_gain=0.0181807 0.00321646 0.00980019 0.00233395 0.00234844 0.00170653 0.00131337 0.000536112 0.00089088 0.000709067
threshold=-0.40431 0.51544000000000012 0.5567700000000001 -0.23202999999999999 -0.079564999999999983 0.080375000000000016 0.10930500000000003 0.11987500000000002 0.10871500000000002 0.42136500000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 9 -9 -5
right_child=1 2 -4 5 -6 -7 -8 8 -10 -11
leaf_value=0.0018678985265147825 -1.6452091468502759e-05 0.0016418536468756474 -0.00020977395829695293 1.2258879276052255e-05 -0.00096063743237300369 -0.0004813206544779809 0.00051864129157330426 0.00016225335329306178 -0.00027673319263750662 -0.00030790410354047823
leaf_weight=52 56 46 72 3057 52 74 48 61 164 70
leaf_count=52 56 46 72 3057 52 74 48 61 164 70
internal_value=0 -5.8268e-06 0.00050511 -2.28869e-05 -0.00047864 -8.48273e-06 1.56768e-06 -5.5925e-06 -0.000154081 4.83002e-06
internal_weight=0 3700 118 3582 108 3474 3400 3352 225 3127
internal_count=3752 3700 118 3582 108 3474 3400 3352 225 3127
is_linear=0
shrinkage=0.0995203


Tree=8986
num_leaves=8
num_cat=0
split_feature=6 19 11 28 11 26 20
split_gain=0.0197873 0.0065849 0.00159968 0.00126019 0.000981163 0.000622485 0.000413942
threshold=0.23663500000000004 0.14071500000000006 -0.37931999999999999 0.080375000000000016 -0.091359999999999997 -0.2382 -0.077649999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7
right_child=-2 -3 3 -5 5 6 -8
leaf_value=-0.00050942766214130198 0.001984522259940781 0.0011745006245676367 0.00044099602727369175 -0.00041280427262605868 -0.00028819440122145658 -6.8722655751858247e-05 1.3682662619349498e-05
leaf_weight=66 50 46 48 77 79 784 2602
leaf_count=66 50 46 48 77 79 784 2602
internal_value=0 -8.44326e-06 -2.35511e-05 -1.43905e-05 -5.42476e-06 -1.18452e-05 -5.15583e-06
internal_weight=0 3702 3656 3590 3513 3465 3386
internal_count=3752 3702 3656 3590 3513 3465 3386
is_linear=0
shrinkage=0.0995203


Tree=8987
num_leaves=9
num_cat=0
split_feature=20 17 3 11 28 29 29 20
split_gain=0.0127476 0.00253471 0.00878939 0.00129276 0.0011717 0.000840127 0.000523229 0.000358742
threshold=-0.40431 0.51392000000000015 0.10134000000000003 -0.37931999999999999 0.080375000000000016 -0.11266 0.097705000000000028 -0.06470999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 7 -7
right_child=1 2 -4 4 -6 6 -8 -9
leaf_value=0.0015635170940604404 -0.00045456867654501687 -0.0001837397100779979 0.0015317566124141107 0.00041841799573941315 -0.00038926240797554313 -5.629119169454274e-05 -0.00029392102598765739 1.6313878365762829e-05
leaf_weight=52 67 81 46 46 80 938 63 2379
leaf_count=52 67 81 46 46 80 938 63 2379
internal_value=0 -5.4319e-06 0.000431176 -2.118e-05 -1.26644e-05 -3.63152e-06 -9.61759e-06 -3.971e-06
internal_weight=0 3700 127 3573 3506 3426 3380 3317
internal_count=3752 3700 127 3573 3506 3426 3380 3317
is_linear=0
shrinkage=0.0995203


Tree=8988
num_leaves=16
num_cat=0
split_feature=2 2 10 6 11 3 9 19 6 18 17 17 9 9 3
split_gain=0.00380717 0.0186411 0.00154042 0.00118444 0.00128909 0.00125367 0.00109686 0.000751195 0.000674342 0.00318307 0.000742156 0.000933455 0.000617169 0.000532988 0.000531921
threshold=-0.11700999999999999 -0.14091999999999996 0.090150000000000022 0.15834000000000004 -0.37506 0.11339500000000001 0.095415000000000014 0.13872000000000004 0.11642500000000001 -0.069565000000000002 0.048755000000000014 0.066010000000000027 0.11408000000000003 0.08073000000000001 0.09482500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -2 -5 13 8 10 -10 12 -12 -6 -1 -15
right_child=3 -3 -4 5 7 -7 -8 -9 9 -11 11 -13 -14 14 -16
leaf_value=0.00017001634782368209 0.00049405113442766953 -0.0021632102165203919 -0.00050003007021930048 -0.00065718280495326851 1.9938594793790909e-05 1.4378540769323206e-05 0.00041659801395335454 -0.00037993228345271728 0.00081914017234478796 -0.00018041014385652941 -0.00037892850612612045 -5.7121067505243986e-05 -0.00020791621613437802 0 -0.00040429791684581446
leaf_weight=58 50 49 67 58 2238 48 58 55 52 78 109 552 124 75 61
leaf_count=58 50 49 67 58 2238 48 58 55 52 78 109 552 124 75 61
internal_value=0 -0.00035534 -7.50755e-05 -1.78087e-05 -6.90059e-06 -0.000345357 3.466e-05 -1.49636e-05 -8.33758e-06 0.000213113 -1.81316e-05 -0.000111426 7.63011e-06 -7.5308e-05 -0.000185951
internal_weight=0 368 319 3364 3258 106 252 3208 3153 130 3023 661 2362 194 136
internal_count=3732 368 319 3364 3258 106 252 3208 3153 130 3023 661 2362 194 136
is_linear=0
shrinkage=0.0995203


Tree=8989
num_leaves=15
num_cat=0
split_feature=6 27 27 19 17 17 5 26 8 5 5 21 5 26
split_gain=0.00278392 0.00237975 0.0142191 0.00119656 0.000722738 0.000877596 0.000637922 0.000491355 0.000652351 0.00048137 0.000938562 0.000911807 0.000381757 0.000234554
threshold=0.23663500000000004 0.081615000000000021 0.086250000000000021 0.14071500000000006 0.51734000000000024 0.51174000000000019 -0.093875 -0.054024999999999997 -0.080659999999999996 0.23074000000000006 0.17982000000000006 0.11932500000000003 -0.13803499999999999 0.097315000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 9 -6 8 12 10 -1 -11 -4 -9
right_child=-2 2 7 -5 6 -7 -8 13 -10 11 -12 -13 -14 -15
leaf_value=-8.4368071208531831e-06 -0.00076316234769016578 -0.0018364133308556275 -0.00027632137133645247 -0.00051316648708004276 0 0.00042026102321773872 -0.00047562690904234578 -0.00033691909611904797 0.00032706769431397004 2.151695886554228e-05 -0.00043220808091279302 0.00036168577544941149 7.8957187827507098e-05 -4.4674577050013194e-05
leaf_weight=2549 53 50 49 46 48 50 59 55 66 415 53 98 72 69
leaf_count=2549 53 50 49 46 48 50 59 55 66 415 53 98 72 69
internal_value=0 -3.57146e-05 -0.000278451 -9.05805e-06 -1.72075e-06 6.62729e-06 -0.000256302 -2.53423e-05 7.34312e-05 0 -1.73832e-05 8.80963e-05 -5.81505e-05 -0.000180901
internal_weight=0 3679 361 3318 3272 3165 107 311 187 3115 2602 513 121 124
internal_count=3732 3679 361 3318 3272 3165 107 311 187 3115 2602 513 121 124
is_linear=0
shrinkage=0.0995203


Tree=8990
num_leaves=16
num_cat=0
split_feature=20 2 2 17 2 6 3 8 17 17 8 7 4 4 4
split_gain=0.0042366 0.00210637 0.0161183 0.000728578 0.00118059 0.00100757 0.00306734 0.0005899 0.00041269 0.00113148 0.000424202 0.000356584 0.000915404 0.000917156 0.000405038
threshold=-0.40431 -0.11700999999999999 -0.14091999999999996 0.51326500000000019 -0.074084999999999998 0.11690000000000002 0.10871500000000002 0.24095500000000006 0.043850000000000007 0.084010000000000015 -0.071594999999999992 0.058975000000000007 0.10801000000000002 0.10353000000000002 0.085830000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 5 -5 7 -7 8 10 -10 -3 12 13 14 -2
right_child=1 3 -4 4 -6 6 -8 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.00092564461724751156 9.4602694920227861e-05 -2.469108011630396e-05 -0.0019759292743296956 3.3382399552102619e-05 -0.00052498404479168483 0.00076134374041921101 -0.00013513642084716406 0.00031336974960562689 -0.00027888120171882028 4.4643310107868015e-06 6.3828673944729111e-05 0.0001678971562044883 -0.000381041036638715 0.00042942025703202594 -0.00027211603245532026
leaf_weight=53 55 1487 47 78 68 67 84 56 201 439 835 89 66 47 60
leaf_count=53 55 1487 47 78 68 67 84 56 201 439 835 89 66 47 60
internal_value=0 -2.87524e-05 -0.000256036 -3.54888e-06 -0.000221072 6.21437e-06 0.000257218 -6.0729e-06 -1.23887e-05 -8.32448e-05 6.78841e-06 0 -6.69787e-05 5.59194e-05 -8.96104e-05
internal_weight=0 3679 364 3315 146 3169 151 3018 2962 640 2322 317 228 162 115
internal_count=3732 3679 364 3315 146 3169 151 3018 2962 640 2322 317 228 162 115
is_linear=0
shrinkage=0.0995203


Tree=8991
num_leaves=17
num_cat=0
split_feature=2 2 21 11 27 3 6 9 26 6 26 10 9 5 0 8
split_gain=0.00239858 0.0120898 0.00135807 0.000865071 0.000591178 0.000734237 0.00143192 0.0006905 0.00238127 0.000677823 0.000447318 0.000423617 0.00145502 0.000564922 0.000383482 0.000296859
threshold=-0.11700999999999999 -0.14091999999999996 0.090375000000000025 -0.37506 0.11266000000000002 0.12212000000000002 0.14653500000000005 0.11408000000000003 0.047170000000000011 0.11766500000000002 0.26711000000000013 0.09056500000000002 0.09550500000000002 0.063170000000000018 -0.063914999999999986 -0.07743499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -2 5 6 9 8 14 10 -5 12 13 15 -7 -1
right_child=3 -3 -4 4 -6 7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00014371578134162637 0.00037633414343412957 -0.0017348316977783811 -0.00052437488069356937 -1.8254352180493588e-05 -0.00032775192989376831 0.00014681028549217448 -0.00048651656483349556 -0.0001625089281512984 0.0007087974992886285 0.00027348323483598127 -0.00026578892608151463 0.00029656949656613305 -0.00049676825626173272 0.00034745521272243248 -0.00013175756555136551 -0.00019038409516679573
leaf_weight=50 56 49 51 2703 60 111 66 62 68 77 75 50 50 64 86 54
leaf_count=50 56 49 51 2703 60 111 66 62 68 77 75 50 50 64 86 54
internal_value=0 -0.000278852 -5.26403e-05 -1.08945e-05 -1.76972e-05 -1.17176e-05 -2.77803e-05 0.000129263 0.000200615 -1.68888e-05 -2.52319e-05 3.40755e-05 -2.23744e-05 0.000113942 2.10465e-05 -2.18878e-05
internal_weight=0 368 319 3364 3308 3248 2921 327 265 2855 2778 268 218 168 197 104
internal_count=3732 368 319 3364 3308 3248 2921 327 265 2855 2778 268 218 168 197 104
is_linear=0
shrinkage=0.0995203


Tree=8992
num_leaves=18
num_cat=0
split_feature=19 20 18 3 0 9 8 8 9 26 26 8 20 20 1 1 17
split_gain=0.0014618 0.000596733 0.000581817 0.00160265 0.00123112 0.00247556 0.000794934 0.00134876 0.000768531 0.000626365 0.000739945 0.000585435 0.000518276 0.000513534 0.000435955 0.00348253 0.00294716
threshold=0.14107000000000006 0.15091500000000005 -0.015979999999999998 0.084795000000000023 -0.087184999999999999 0.083995000000000028 -0.08595499999999999 -0.087245000000000003 0.084055000000000032 -0.236315 -0.15514999999999998 0.0044850000000000011 -0.23803499999999997 -1.0000000180025095e-35 -0.083284999999999984 -0.078954999999999984 -0.012754999999999999
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 7 8 -5 -4 -11 12 -12 -13 16 -16 -8
right_child=-2 -3 9 6 5 -7 14 -9 -10 10 11 13 -14 -15 15 -17 -18
leaf_value=0.00068244534135001775 -0.00056249152489802688 0.00024772072596447332 0.00030251249816802469 0.00021259781537981019 0.00054390877002888859 -0.00042629858677872162 -3.4742506642431197e-06 0.00062260891267819623 -0.00028813564946567868 -0.00044414068940459535 -0.00037804460475752684 0.00040243502784019058 -5.0225895315194718e-05 1.8913306755819547e-05 0.00085117403732297241 -4.1816637064694333e-05 -0.00083018735189123861
leaf_weight=62 47 91 50 79 59 46 307 52 49 47 50 49 1826 135 46 718 50
leaf_count=62 47 91 50 79 59 46 307 52 49 47 50 49 1826 135 46 718 50
internal_value=0 -3.63637e-06 -1.01721e-05 3.78609e-05 0.000328099 0.000111069 0 0.000194735 1.45152e-05 -4.32418e-05 -5.18352e-05 -4.24871e-05 -5.93994e-05 0.000125496 -3.05664e-05 1.08784e-05 -0.000121554
internal_weight=0 3716 3625 1468 167 105 1301 180 128 2157 2107 2060 1876 184 1121 764 357
internal_count=3763 3716 3625 1468 167 105 1301 180 128 2157 2107 2060 1876 184 1121 764 357
is_linear=0
shrinkage=0.0995203


Tree=8993
num_leaves=19
num_cat=0
split_feature=19 20 18 8 9 26 26 26 21 6 3 9 8 9 17 6 26 9
split_gain=0.00118538 0.000483826 0.000487018 0.0013594 0.002985 0.000721223 0.00195043 0.00132796 0.000675344 0.000621282 0.00125789 0.00179468 0.00105851 0.00090568 0.00153772 0.000790655 0.000631134 0.00106866
threshold=0.14107000000000006 0.15091500000000005 -0.069565000000000002 -0.08595499999999999 0.083875000000000019 0.096685000000000021 0.11326500000000002 0.093835000000000016 0.11754000000000002 0.093595000000000025 0.095490000000000019 0.08888500000000002 -0.07034 0.094685000000000033 0.07134500000000002 0.091295000000000029 -0.236315 0.11296000000000002
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 7 -7 8 -5 15 11 -11 -13 -12 -15 16 -4 -18
right_child=-2 -3 9 5 -6 6 -8 -9 -10 10 13 12 -14 14 -16 -17 17 -19
leaf_value=-2.7056183727204752e-05 -0.00050651227117183702 0.00022306751235062335 0.00031379365434426593 -1.4040565500576428e-05 0.00090715868531860127 0.00069803326538110438 -0.00018012926029164174 -0.00044430041478664385 0.00034390504158543457 6.0287904785875027e-05 0.00032970665982900456 -0.00082439762187587863 -0.00018711622767823456 6.050362703086389e-05 -0.00058051857022788545 0.00028423923268786018 -1.6034382643022735e-05 -0.00035914313941320285
leaf_weight=84 47 91 53 742 55 50 48 69 56 67 63 70 47 137 50 86 1853 95
leaf_count=84 47 91 53 742 55 50 48 69 56 67 63 70 47 137 50 86 1853 95
internal_value=0 -3.23062e-06 -9.13731e-06 4.56731e-05 0.000336708 2.90371e-06 0.00025956 -2.51628e-05 1.00526e-05 -3.34647e-05 -0.000141958 -0.000339473 -0.000575393 1.38316e-07 -0.000106515 -1.05108e-05 -2.35878e-05 -3.31873e-05
internal_weight=0 3716 3625 1104 139 965 98 867 798 2521 434 184 117 250 187 2087 2001 1948
internal_count=3763 3716 3625 1104 139 965 98 867 798 2521 434 184 117 250 187 2087 2001 1948
is_linear=0
shrinkage=0.0995203


Tree=8994
num_leaves=18
num_cat=0
split_feature=20 28 9 9 21 21 3 9 8 8 8 8 6 8 0 9 9
split_gain=0.000420164 0.000344457 0.000398579 0.00111408 0.000820163 0.00078603 0.00115362 0.000959297 0.000584317 0.000605388 0.00101408 0.000568467 0.000805504 0.000551452 0.000536624 0.000497618 5.69109e-05
threshold=0.27003000000000005 0.10217500000000003 0.084595000000000017 0.084435000000000024 -0.091649999999999995 -0.0022649999999999997 0.087570000000000023 0.084115000000000009 -0.097249999999999989 -0.082844999999999988 -0.083504999999999982 -0.081174999999999983 0.090335000000000013 -0.11187999999999999 -0.088084999999999983 0.089645000000000016 0.091690000000000021
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 -6 -7 13 10 14 12 -11 16 -10 -13 -4
right_child=-2 -3 8 -5 5 7 -8 -9 9 11 -12 15 -14 -15 -16 -17 -18
leaf_value=-0.00036950445275904341 0.00026358985929175087 -0.00028428080253967792 7.6228111226827217e-05 0.00043919527613628915 -0.0001106434927498197 2.0819937713885055e-05 0.00042363941154576623 -0.00039553960301470445 -0.00023388284415923777 6.2238538767292875e-06 -0.00055683975767554421 -0.00016028382683321927 0.00049160208255802948 0.00033730063757260491 -2.4230024156918202e-05 -6.5349072395007663e-06 -5.6363222330716428e-05
leaf_weight=53 55 46 56 64 60 990 109 58 183 116 52 263 50 76 388 1069 75
leaf_count=53 55 46 56 64 60 990 109 58 183 116 52 263 50 76 388 1069 75
internal_value=0 -1.3026e-05 -9.39509e-06 3.36692e-05 1.25886e-05 2.99013e-05 0.000229109 -1.44175e-06 -3.44236e-05 -5.02749e-05 -0.000132897 -1.5367e-05 0.000157354 0.000124041 -9.28554e-05 -3.75068e-05 0
internal_weight=0 3708 3662 1334 1270 1217 169 1048 2328 2121 623 1498 166 207 571 1332 131
internal_count=3763 3708 3662 1334 1270 1217 169 1048 2328 2121 623 1498 166 207 571 1332 131
is_linear=0
shrinkage=0.0995203


Tree=8995
num_leaves=21
num_cat=0
split_feature=19 18 8 9 9 26 8 6 18 6 9 9 17 0 1 9 6 26 26 12
split_gain=0.000947565 0.00036657 0.00110743 0.00225047 0.000642432 0.000739462 0.00149492 0.00119621 0.000730319 0.000532656 0.000791427 0.00180193 0.00153759 0.00121251 0.00161283 0.000784811 0.00059152 0.000398078 0.000839926 0.000378998
threshold=0.14107000000000006 -0.069565000000000002 -0.08595499999999999 0.083875000000000019 -0.078344999999999984 0.096685000000000021 -0.062834999999999988 0.11766500000000002 -0.080424999999999996 0.093595000000000025 0.097365000000000021 0.094685000000000033 0.053575000000000012 -0.078289999999999985 -0.075284999999999991 0.11819000000000003 0.091295000000000029 -0.231015 -0.14678499999999997 -0.086019999999999999
decision_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 -4 7 -7 8 -6 16 11 13 15 14 -11 -12 17 -3 -19 -20
right_child=-2 9 4 -5 5 6 -8 -9 -10 10 12 -13 -14 -15 -16 -17 -18 18 19 -21
leaf_value=-2.2722105791021932e-05 -0.00045205545656301779 0.00022443472012822146 0.00036576897473316803 0.00076253288601954832 -3.9721896861657417e-05 0.00064545206297949946 -0.00012500675696485759 -0.00048667783877013465 0.00030363023901438851 8.4837026666673658e-05 -0.00043119983862855143 -0.00064333531789976931 0.00047926043852372787 0.00027417544923265198 -0.00059463227523745955 0.00010090767340568786 0.00025315186918685597 -0.00044230522485050013 -0.0002764746181978805 -3.506219268474795e-06
leaf_weight=84 47 67 47 61 710 48 49 56 67 69 55 75 55 67 66 51 86 46 52 1905
leaf_count=84 47 67 47 61 710 48 49 56 67 69 55 75 55 67 66 51 86 46 52 1905
internal_value=0 -2.07694e-06 4.52063e-05 0.000301981 6.25961e-06 -1.10289e-05 0.000247812 -4.21528e-05 -9.06137e-06 -2.28443e-05 -0.000122935 -0.000225465 4.83828e-05 -6.62623e-05 -0.000241284 -0.000167463 -2.13075e-06 -1.31322e-05 -2.14874e-05 -1.11777e-05
internal_weight=0 3716 1122 145 977 930 97 833 777 2594 438 277 161 202 135 106 2156 2070 2003 1957
internal_count=3763 3716 1122 145 977 930 97 833 777 2594 438 277 161 202 135 106 2156 2070 2003 1957
is_linear=0
shrinkage=0.0995203


Tree=8996
num_leaves=22
num_cat=0
split_feature=5 5 5 3 26 0 1 6 9 26 9 1 0 26 17 9 9 0 5 9 5
split_gain=0.00538972 0.0327529 0.0109215 0.0114268 0.00232453 0.00879996 0.00134237 0.00273013 0.00377938 0.00116082 0.000836322 0.000627391 0.00104354 0.000829634 0.000902671 0.000596904 0.000540498 0.000571485 0.000574699 0.00100626 0.000626421
threshold=-0.11517000000000001 -0.13955999999999999 -0.095609999999999987 0.088685000000000028 0.10038000000000001 -0.091134999999999994 -0.083284999999999984 0.091615000000000016 0.09697500000000002 0.096980000000000025 0.093235000000000026 0.055865000000000012 -0.068189999999999987 0.095245000000000024 0.26430000000000003 0.11201500000000002 0.099125000000000033 -0.25289499999999993 -0.42170999999999997 -0.063329999999999984 -0.46244499999999994
decision_type=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 3 -2 9 -6 -7 10 -9 11 -8 13 -13 14 -4 16 17 -1 20 -20 -19
right_child=2 -3 4 -5 5 6 7 8 -10 -11 -12 12 -14 -15 -16 -17 -18 18 19 -21 -22
leaf_value=-0.00040834599207556396 0.0022219590040660282 -0.0028235801530761837 6.0212693889614482e-06 8.0166937028375944e-05 0.0015245923670756938 -0.00028792802784241182 -0.00044958002728024663 0.0010853631498030317 6.922889840094196e-05 -0.0003982571310609072 3.1550126993835018e-05 -0.00055044817245366857 2.8639091680553785e-05 0.00033472531632849304 -0.00022363087974015174 0.00015086066526092944 -0.00042497357377776026 -3.7688468598207697e-05 0.00016791400840365721 -0.00031005958676990979 0.00032423015682732245
leaf_weight=52 46 46 1967 55 46 82 54 59 99 81 98 56 63 70 185 90 54 270 57 164 57
leaf_count=52 46 46 1967 55 46 82 54 59 99 81 98 56 63 70 185 90 54 270 57 164 57
internal_value=0 -0.000245927 4.65803e-05 0.00106374 1.03733e-05 0.000221563 6.65679e-05 0.000162978 0.000453853 -2.74807e-05 -0.000133992 -1.43019e-05 -0.000236993 -2.00713e-06 -1.33407e-05 -8.54551e-05 -0.000119227 -9.03457e-05 -5.86767e-05 -0.000183077 2.28949e-05
internal_weight=0 790 2961 101 2860 438 392 310 158 2422 152 2341 119 2222 2152 744 654 600 548 221 327
internal_count=3751 790 2961 101 2860 438 392 310 158 2422 152 2341 119 2222 2152 744 654 600 548 221 327
is_linear=0
shrinkage=0.0995203


Tree=8997
num_leaves=24
num_cat=0
split_feature=18 1 1 9 8 8 9 8 0 0 0 3 3 18 0 9 3 3 18 18 9 18 1
split_gain=0.00616763 0.00378117 0.0138706 0.0266962 0.00210267 0.0152599 0.000862399 0.000953621 0.000656403 0.00207648 0.000809483 0.000777107 0.00236389 0.000915547 0.000504937 0.000535269 0.000476964 0.00195778 0.000360458 0.000692435 0.000561983 0.000319779 0.000468342
threshold=0.26473000000000008 0.055865000000000012 0.067120000000000027 0.089105000000000018 -0.092094999999999996 -0.093384999999999982 0.11582000000000002 0.10649000000000002 -0.071799999999999989 -0.070134999999999989 -0.073664999999999994 0.090765000000000026 0.08511500000000001 -0.018629999999999997 -0.25289499999999993 0.097365000000000021 0.10850000000000003 0.10293500000000001 0.090285000000000018 0.10085500000000001 0.085850000000000024 0.027500000000000007 -0.089520000000000002
decision_type=2 2 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 18 7 14 10 -10 16 12 -11 -13 -4 -16 17 -6 21 -20 -21 22 -1
right_child=-2 2 6 -5 8 -7 -8 -9 9 11 -12 13 -14 -15 15 -17 -18 -19 19 20 -22 -23 -24
leaf_value=0.00021327256436984461 0.00087977104356208927 -0.0030262722367709488 -0.0003380220844216866 3.6788756914684312e-05 -3.869445693005047e-05 0.0019175934537465039 0.00024975802218621309 -0.00049524979582471268 0.00071060485492533331 0.00012872221539268164 -0.00037668828484154626 -6.2280653839979195e-05 -0.00071570594520159361 0.00021994192746347662 1.8908435277560644e-05 -0.00028050672557983214 -0.0003067268292929511 0.00059914899192588678 -0.00039117068178682262 0.00030825194916899525 -0.00015608348507078999 0.00032832508409735969 -0.00012345857533248135
leaf_weight=75 75 48 56 67 1642 47 81 54 47 86 70 211 52 239 432 68 60 49 54 46 57 47 88
leaf_count=75 75 48 56 67 1642 47 81 54 47 86 70 211 52 239 432 68 60 49 54 46 57 47 88
internal_value=0 -3.17108e-05 -0.000222264 -0.00123459 2.15182e-05 0.000229104 -5.26026e-05 -9.40941e-05 -1.31405e-05 7.35067e-05 -4.38047e-05 2.11899e-05 -0.000183536 8.57917e-05 -5.36606e-05 -2.01748e-05 -3.00295e-05 -1.97276e-05 1.06359e-05 -0.000100894 4.33418e-05 9.79161e-05 2.64568e-05
internal_weight=0 3676 806 115 2870 414 691 610 2456 635 1821 588 138 450 556 500 1751 1691 367 157 103 210 163
internal_count=3751 3676 806 115 2870 414 691 610 2456 635 1821 588 138 450 556 500 1751 1691 367 157 103 210 163
is_linear=0
shrinkage=0.0995203


Tree=8998
num_leaves=26
num_cat=0
split_feature=18 20 20 8 8 1 4 4 4 3 3 18 0 6 3 18 2 21 3 2 18 0 6 3 8
split_gain=0.00500131 0.00329651 0.0349344 0.00144952 0.00939223 0.000662096 0.00120822 0.00102294 0.0016311 0.000640838 0.00106779 0.00144393 0.000617278 0.00123881 0.000833977 0.000727351 0.000673542 0.000597464 0.000554489 0.00054275 0.000367909 0.000485383 0.000333412 0.000342363 0.000250291
threshold=0.26473000000000008 -0.080434999999999993 -0.081189999999999998 -0.092094999999999996 -0.093795000000000003 0.26846000000000009 0.12435500000000002 0.11338500000000003 0.10575500000000003 0.11404500000000002 0.097595000000000029 -0.0086449999999999982 -0.071799999999999989 0.11816500000000002 0.093245000000000022 -0.13579499999999997 -0.065379999999999994 0.10990500000000002 0.13451500000000002 -0.071344999999999992 -0.10387 -0.084269999999999998 -0.36821999999999994 0.12168500000000003 -0.15713999999999997
decision_type=2 2 2 2 2 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 22 12 7 8 -7 10 20 -12 13 14 -5 19 -17 -11 -8 -14 -1 -22 -3 24 -24
right_child=-2 3 -4 5 -6 6 18 -9 -10 17 11 -13 15 -15 -16 16 -18 -19 -20 -21 21 -23 23 -25 -26
leaf_value=0.0002490980286521539 0.00079221606482794661 -0.00015860860702973935 -0.0027296574089390522 -5.7949827254153529e-05 0.0013991228258571937 -0.00056805189714485068 -0.00012469897076863761 -0.00073752968155813491 0.00025445376188423856 0.0003837998154945973 -0.00077374706275989134 -7.0473117140485179e-05 -0.00026401988632587727 -0.00049833400243363035 0.00010980546639477267 0.00026186815048378869 8.6923873821856596e-06 -6.6895695491105492e-05 0.00032553360383946495 9.1117311274290349e-05 4.1237517721964324e-05 -0.00019223697745104576 -0.00011136802613396875 0.00024884805906896822 7.6548354811158725e-05
leaf_weight=52 75 80 51 1085 55 48 56 48 46 65 46 86 85 54 401 254 188 48 50 81 269 129 102 79 218
leaf_count=52 75 80 51 1085 55 48 56 48 46 65 46 86 85 54 401 254 188 48 50 81 269 129 102 79 218
internal_value=0 -2.85549e-05 -0.000215417 1.87421e-05 0.000167135 -1.39888e-05 -0.000168022 -0.000358895 -0.00015684 -2.97405e-05 -7.2862e-05 -0.000321755 3.41428e-06 -2.97101e-05 -1.21298e-05 8.86614e-05 0.000156035 0.00018511 7.99521e-05 -8.57986e-05 0 -3.23795e-05 2.39659e-05 6.26241e-05 1.40918e-05
internal_weight=0 3676 746 2930 534 2396 248 142 94 695 582 132 2148 1540 1486 608 442 113 106 166 450 398 479 399 320
internal_count=3751 3676 746 2930 534 2396 248 142 94 695 582 132 2148 1540 1486 608 442 113 106 166 450 398 479 399 320
is_linear=0
shrinkage=0.0995203


Tree=8999
num_leaves=38
num_cat=0
split_feature=8 2 2 5 5 18 6 5 5 6 1 2 8 6 2 2 1 26 5 5 6 6 20 18 18 18 6 6 1 9 5 2 0 6 1 6 6
split_gain=0.00418835 0.00743077 0.0444076 0.00410162 0.0212478 0.00102674 0.000607262 0.00196182 0.0010527 0.000684538 0.00130404 0.0021322 0.00106919 0.000665959 0.000723096 0.00243742 0.00188529 0.000564727 0.000739185 0.00056402 0.000534399 0.000721597 0.000994346 0.000483123 0.00137092 0.000564333 0.000474543 0.000433692 0.00111005 0.000626805 0.000368614 0.000664145 0.000342762 0.00104072 0.000260106 0.000205495 0.000107205
threshold=-0.088634999999999992 -0.082404999999999992 -0.084154999999999994 -0.12429 -0.14653999999999998 -0.015440000000000001 0.11816500000000002 0.057175000000000011 0.16703000000000004 0.092405000000000029 -0.07002499999999999 -0.074679999999999983 -0.080835000000000004 0.086420000000000011 -0.083104999999999998 -0.086050000000000001 -0.083284999999999984 -0.051374999999999997 -0.49053999999999998 -0.010424999999999999 -0.42102499999999998 -0.12640499999999996 -0.048779999999999997 0.087505000000000013 0.091725000000000015 0.10256000000000003 -0.36821999999999994 -0.0072949999999999994 -0.090374999999999997 0.084055000000000032 -0.091229999999999992 -0.07854499999999999 -0.081094999999999987 -0.074569999999999984 -0.076894999999999991 -0.104035 0.079640000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 -1 9 -8 -9 13 11 12 -11 27 15 -15 -16 18 -2 36 -19 -22 -23 26 -25 -26 -3 29 -29 -5 31 -28 33 -32 -27 -33 -7
right_child=3 23 -4 6 -6 19 7 8 -10 10 -12 -13 -14 14 16 -17 -18 20 -20 -21 21 22 -24 24 25 34 30 28 -30 -31 32 35 -34 -35 -36 -37 -38
leaf_value=0.00034257266464788932 0.00030030228803620352 -0.00015371696783764759 0.0033247572248225254 8.6078946701710472e-05 -0.0022154677527022344 8.5008894592129361e-05 -0.00057609756147742621 0.00044453803065217277 -0.00020408248348004594 0.00041420479330712983 -0.00022870749719234459 0.00074987320732858125 -5.0553999622830266e-05 3.8357516076761104e-05 -0.00048360189697072757 -0.00063095048402317822 0.00028089789458279679 -0.00047088375763091722 -0.00014693689674942604 -0.00041738531000636486 0.0001915511007687974 -8.4974509208262216e-06 -0.00051938011417446194 -0.00061300691085682327 0.000221312407591826 0 0.00054438338724970383 -2.5877700599748497e-05 0.00029574210368057995 -8.3887548001443897e-05 0.00018460858810451206 0.00022132539575385273 0.00018902710313401037 -0.00043830465671081288 -0.00031411973550371866 -6.4036979011740567e-05 -0.00011819767917212073
leaf_weight=63 68 83 49 300 53 58 76 46 52 68 81 60 168 115 48 98 95 53 77 48 56 98 65 46 68 50 46 309 159 734 56 47 67 49 49 47 46
leaf_count=63 68 83 49 300 53 58 76 46 52 68 81 60 168 115 48 98 95 53 77 48 56 98 65 46 68 50 46 309 159 734 56 47 67 49 49 47 46
internal_value=0 0.000180107 0.000621039 -6.87987e-05 -0.000337815 1.0343e-06 -1.59733e-05 -0.000195097 9.20188e-05 -1.66176e-06 0.000120216 0.000218464 7.98909e-05 -2.68321e-05 -0.000149244 -0.000265744 1.85578e-05 -9.72055e-05 5.71572e-05 -0.000135139 -0.000182504 -0.000108975 -0.000217246 -1.00041e-05 -0.000131938 0 5.36751e-05 1.63675e-06 8.16414e-05 -3.37825e-05 0.000111471 0.000231673 8.87189e-06 -9.82879e-05 -0.000151048 6.99355e-05 0
internal_weight=0 872 264 2879 470 215 2409 174 98 2235 377 296 236 1858 356 213 143 417 145 152 272 219 163 608 213 167 395 1502 468 1034 312 140 172 105 99 94 104
internal_count=3751 872 264 2879 470 215 2409 174 98 2235 377 296 236 1858 356 213 143 417 145 152 272 219 163 608 213 167 395 1502 468 1034 312 140 172 105 99 94 104
is_linear=0
shrinkage=0.0995203


Tree=9000
num_leaves=18
num_cat=0
split_feature=0 1 17 7 8 26 17 1 18 2 3 17 8 0 2 18 20
split_gain=0.00117263 0.000701657 0.00144975 0.000818401 0.000631606 0.000932365 0.000630743 0.000504521 0.000422686 0.00119902 0.00147532 0.000462777 0.00138166 0.000538509 0.000415286 0.00105379 0.000645906
threshold=-0.233955 -0.01538 -0.47196999999999995 0.078295000000000017 0.058495000000000012 -0.23202999999999999 0.51326500000000019 -0.019239999999999997 0.10435500000000002 -0.082025000000000001 0.10871500000000002 -0.072334999999999997 -0.077784999999999993 0.12433000000000002 0.0040650000000000018 0.089365000000000014 -0.097019999999999995
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 14 -6 7 8 11 -10 -11 13 -13 -2 16 -16 -4
right_child=1 2 3 -5 5 -7 -8 -9 9 10 -12 12 -14 -15 15 -17 -18
leaf_value=0.00035723217036592435 -9.5763523309048463e-05 0.00049357447043344056 -0.00019497870358773224 -0.00039139336937190722 -8.0395440727287095e-05 0.00045806353447046477 -0.00034015554004411308 -0.00035075980924081403 -0.00046771695986287638 0.00016931021705848687 -0.00036533771956960586 -4.4768538273020715e-05 0.00022701784653062035 0.00019885044162051219 -0.00023376567315036022 0.00019282756178542028 6.2160749215023423e-05
leaf_weight=87 678 66 106 47 50 78 73 51 81 144 79 596 267 66 186 81 999
leaf_count=87 678 66 106 47 50 78 73 51 81 144 79 596 267 66 186 81 999
internal_value=0 -1.23729e-05 3.63549e-05 1.63193e-05 2.964e-05 0.000241333 -5.13982e-05 -4.02372e-05 -3.15217e-05 -0.000139362 -1.64233e-05 -1.06118e-05 3.83698e-05 -6.85281e-05 9.29361e-06 -0.000101284 3.67531e-05
internal_weight=0 3648 1613 1547 1500 128 2035 1962 1911 304 223 1607 863 744 1372 267 1105
internal_count=3735 3648 1613 1547 1500 128 2035 1962 1911 304 223 1607 863 744 1372 267 1105
is_linear=0
shrinkage=0.0995203


Tree=9001
num_leaves=16
num_cat=0
split_feature=0 1 1 12 8 1 9 17 1 1 1 1 1 2 9
split_gain=0.000951156 0.000569567 0.0012323 0.000637716 0.000567929 0.00108348 0.000538997 0.000510518 0.000408502 0.000395084 0.00107654 0.000837625 0.00062459 0.00252284 0.000516479
threshold=-0.233955 -0.01538 -0.013105 -0.085239999999999996 -0.49499500000000002 0.55657000000000012 0.087765000000000024 0.51326500000000019 -0.019239999999999997 -0.076894999999999991 -0.072579999999999992 -0.067015000000000005 -0.084059999999999996 -0.083104999999999998 0.083715000000000026
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 -6 8 9 12 -11 -12 14 -14 -2
right_child=1 2 3 4 5 -7 -8 -9 -10 10 11 -13 13 -15 -16
leaf_value=0.00032168037550941108 -0.00011319045740618315 0.00048765088282768054 -0.0003403586916359033 -0.00029396536782085855 -3.2658930677058191e-05 0.00051029469775505957 9.044425923524139e-05 -0.00030630314862062808 -0.00031585210477864505 0.00035717438542601102 -0.00035017150924132606 3.4642463211918365e-05 -0.00067035099814305617 -3.7356701876792817e-05 4.0066723482730152e-05
leaf_weight=87 333 57 48 52 764 47 645 73 51 90 65 395 78 328 622
leaf_count=87 333 57 48 52 764 47 645 73 51 90 65 395 78 328 622
internal_value=0 -1.11862e-05 3.26863e-05 1.54938e-05 2.73635e-05 3.94018e-05 2.31132e-05 -4.63631e-05 -3.62743e-05 -2.83846e-05 4.19424e-05 -1.79538e-05 -5.74063e-05 -0.000160983 -1.25155e-05
internal_weight=0 3648 1613 1556 1508 1456 1409 2035 1962 1911 550 460 1361 406 955
internal_count=3735 3648 1613 1556 1508 1456 1409 2035 1962 1911 550 460 1361 406 955
is_linear=0
shrinkage=0.0995203


Tree=9002
num_leaves=20
num_cat=0
split_feature=1 21 17 7 9 9 19 6 17 17 9 18 5 1 9 9 9 5 9
split_gain=0.000694694 0.00116385 0.00127727 0.000575854 0.00061792 0.000911568 0.000491614 0.000425167 0.000411317 0.000349569 0.00078374 0.000316035 0.00103777 0.00141988 0.000727132 0.0037637 0.00103877 0.000646663 0.000412474
threshold=-0.01538 0.13765500000000006 -0.47196999999999995 0.078295000000000017 0.11640000000000002 0.15091000000000004 -0.031244999999999998 0.092120000000000021 0.51326500000000019 -0.55157999999999996 0.089605000000000018 0.11362500000000002 -0.068984999999999991 -0.077634999999999996 0.094085000000000016 0.095415000000000014 0.092855000000000021 0.054660000000000007 0.092150000000000024
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 -2 4 6 -6 -4 -8 9 10 -1 14 -13 -14 16 -16 18 -17 -11
right_child=1 -3 3 -5 5 -7 7 -9 -10 11 -12 12 13 -15 15 17 -18 -19 -20
leaf_value=-0.00046190361190126653 0.00046209841422125087 0.00043901297349623639 -0.00031782768589520084 -0.00031699280238412951 0.00052294999697073143 -5.1838629375667726e-05 2.3978500155198521e-05 -0.00027987470028844924 -0.00027581978881438849 -2.7940853809461991e-05 3.0684060231795079e-06 -0.00048203147191036149 -0.00028612278220778166 0.00029615356832154175 0.00094319502352762307 0.00012567610352676062 -0.00044341197291484027 -0.00022579450251601006 0.00024508615099694329
leaf_weight=59 64 71 46 52 57 48 1313 47 73 1224 83 61 85 81 48 112 59 95 57
leaf_count=59 64 71 46 52 57 48 1313 47 73 1224 83 61 85 81 48 112 59 95 57
internal_value=0 4.38583e-05 2.61112e-05 7.7351e-06 1.94522e-05 0.000252393 1.4739e-06 1.28758e-05 -4.2307e-05 -3.32108e-05 -0.000184359 -2.09815e-05 -0.000130995 0 -4.81112e-06 0.000148622 -3.46202e-05 -3.16721e-05 -1.51531e-05
internal_weight=0 1698 1627 1563 1511 105 1406 1360 2037 1964 142 1822 227 166 1595 255 1340 207 1281
internal_count=3735 1698 1627 1563 1511 105 1406 1360 2037 1964 142 1822 227 166 1595 255 1340 207 1281
is_linear=0
shrinkage=0.0995203


Tree=9003
num_leaves=17
num_cat=0
split_feature=1 21 1 12 21 7 9 3 3 3 17 2 3 18 17 17
split_gain=0.000563236 0.0009436 0.00115795 0.000490618 0.000533698 0.000557132 0.000869032 0.000389876 0.00074167 0.00089084 0.000924922 0.0017533 0.000696074 0.000609327 0.000762869 0.000672366
threshold=-0.01538 0.13765500000000006 -0.013105 -0.085239999999999996 0.12208500000000003 0.078295000000000017 0.11408000000000003 0.13085500000000003 0.11816500000000002 0.11275500000000002 -0.54892999999999992 -0.086050000000000001 0.14940500000000004 0.11362500000000002 0.066010000000000027 0.51292000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 5 6 -5 8 9 10 11 -1 -9 15 -15 -12
right_child=1 -3 3 4 -6 -7 -8 12 -10 -11 13 -13 -14 14 -16 -17
leaf_value=-3.1797480067902627e-05 0.00046833218909132638 0.00039532220307247928 -0.000305336026655656 2.1540951520649064e-05 -0.00022993716384160989 -0.00028907346254218927 0.00032594106280321825 0.00043953773982072843 -0.00039450560403973042 0.00027612090196039437 1.9620953104290183e-06 -0.00079525631409467729 -6.5798279686380944e-05 -0.00037681025663788455 7.0443212956573385e-05 -0.00033761717062318563
leaf_weight=88 56 71 48 1290 81 51 101 46 60 85 1432 47 60 104 55 60
leaf_count=88 56 71 48 1290 81 51 101 46 60 85 1432 47 60 104 55 60
internal_value=0 3.94456e-05 2.34125e-05 7.03171e-06 1.7414e-05 3.1876e-05 4.42319e-05 -3.81366e-05 -4.86562e-05 -3.71278e-05 -5.24945e-05 -0.000303658 0.000145776 -3.14613e-05 -0.000216951 -1.11452e-05
internal_weight=0 1698 1627 1571 1523 1442 1391 2037 1931 1871 1786 135 106 1651 159 1492
internal_count=3735 1698 1627 1571 1523 1442 1391 2037 1931 1871 1786 135 106 1651 159 1492
is_linear=0
shrinkage=0.0995203


Tree=9004
num_leaves=17
num_cat=0
split_feature=7 6 6 6 1 17 9 18 9 17 18 6 8 6 18 23
split_gain=0.00428894 0.000866502 0.00184251 0.014881 0.00104135 0.000989736 0.00051298 0.00161033 0.00108677 0.000468436 0.000294295 0.000504888 0.000730567 0.000531526 0.000435824 0.000292144
threshold=0.10671500000000002 0.15834000000000004 0.092405000000000029 0.093595000000000025 -0.035694999999999998 0.51362000000000008 0.097365000000000021 0.11061000000000003 0.094435000000000033 0.5567700000000001 0.022040000000000008 -0.089284999999999989 -0.049499999999999995 -0.094839999999999994 1.0000000180025095e-35 -0.017849999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 -3 6 8 -8 -5 10 14 13 -13 -12 15 -1
right_child=-2 4 3 5 -6 -7 7 -9 -10 -11 11 12 -14 -15 -16 -17
leaf_value=-0.00015300508357053724 -0.00090792199545051174 6.9117987163239901e-05 0.0018065553103897973 3.21374426566399e-05 -0.00055206965571744906 0.00048101977146555231 -0.00011474520704171866 0.00057345492412332782 -0.00037424410079375093 -0.00026877992006739968 -7.5606818334496474e-06 -1.6734766113466316e-05 -0.00027137748490820582 0.00034053618021000193 0.00031355464998179431 3.0916216499868536e-05
leaf_weight=88 49 48 52 258 55 46 81 56 86 60 142 401 159 60 53 2071
leaf_count=88 49 48 52 258 55 46 81 56 86 60 142 401 159 60 53 2071
internal_value=0 2.8978e-05 3.72899e-05 0.000200021 -0.000254636 3.99479e-05 -5.31781e-07 0.000160588 -6.70783e-05 5.96495e-06 1.17831e-05 -4.1102e-05 -9.0497e-05 9.17819e-05 3.03714e-05 2.30405e-05
internal_weight=0 3716 3613 579 103 527 481 137 344 3034 2974 762 560 202 2212 2159
internal_count=3765 3716 3613 579 103 527 481 137 344 3034 2974 762 560 202 2212 2159
is_linear=0
shrinkage=0.0995203


Tree=9005
num_leaves=19
num_cat=0
split_feature=23 27 1 1 17 26 20 2 17 17 18 18 1 9 9 1 26 29
split_gain=0.00364939 0.00113517 0.000724959 0.00465201 0.00959273 0.000956198 0.000521169 0.000434268 0.00068358 0.00140393 0.000540936 0.000920887 0.000397781 0.00143209 0.00139349 0.00064637 0.00180664 0.000520999
threshold=-0.068264999999999978 -0.14624499999999999 -0.085184999999999997 -0.088694999999999982 -0.067864999999999995 0.087625000000000022 -0.25378999999999996 0.096520000000000022 -0.14679499999999998 -0.012064999999999999 -0.14734 -0.10726999999999999 -0.076894999999999991 0.084380000000000024 0.095415000000000014 -0.06551499999999999 0.096685000000000021 -0.11156000000000001
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 -4 10 -9 -10 -3 -12 13 -8 -15 16 -14 -17
right_child=1 2 6 4 5 -7 12 8 9 -11 11 -13 15 14 -16 17 -18 -19
leaf_value=-0.00082918697799894765 -0.00046368550408794134 0.00025068348716069413 -0.00030140525450296442 0.0017422194497163459 -0.00024458746167776394 0.00036194395448327577 -0.00055120655396977895 -0.00013479584997064687 0.00064611843193977138 -7.7880261247672238e-05 -0.00046821808837264087 -1.7883317204749888e-05 -4.7913635843378234e-05 5.9123379611312446e-05 -0.00049504303637670235 0.00033863035699543736 0.00056102380562674274 6.056711726215084e-06
leaf_weight=50 46 61 53 50 51 51 54 49 56 47 50 500 112 376 51 48 82 1978
leaf_count=50 46 61 53 50 51 51 54 49 56 47 50 500 112 376 51 48 82 1978
internal_value=0 2.64557e-05 3.28239e-05 0.000109634 0.000612475 5.06525e-05 7.00689e-06 8.38863e-06 0.000159737 0.000307802 -2.79229e-05 -6.03113e-05 1.33618e-05 -6.81538e-05 -5.14801e-06 3.13922e-05 0.000205253 1.43401e-05
internal_weight=0 3715 3669 915 152 102 2754 763 152 103 611 550 2701 481 427 2220 194 2026
internal_count=3765 3715 3669 915 152 102 2754 763 152 103 611 550 2701 481 427 2220 194 2026
is_linear=0
shrinkage=0.0995203


Tree=9006
num_leaves=20
num_cat=0
split_feature=7 5 5 8 20 2 17 28 17 21 21 26 2 2 21 8 20 26 2
split_gain=0.00317884 0.00125036 0.00444416 0.00946481 0.00104867 0.00044561 0.00102275 0.00039191 0.000378737 0.000552573 0.00148558 0.000536895 0.00051538 0.000354639 0.00074174 0.000613587 0.000609273 0.000895845 0.000193309
threshold=0.10671500000000002 0.049800000000000011 0.066815000000000027 -0.078414999999999999 -0.24910499999999999 0.096520000000000022 -0.14679499999999998 0.081965000000000024 0.42451000000000011 0.095970000000000014 0.099005000000000024 0.089275000000000021 0.13896000000000006 -0.076254999999999989 0.11853500000000002 -0.073999999999999996 -0.074014999999999984 0.097910000000000011 -0.079149999999999984
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 13 -7 8 9 12 -11 18 -6 14 15 -4 -15 -18 -10
right_child=-2 2 5 -5 7 6 -8 -9 11 10 -12 -13 -14 16 -16 -17 17 -19 -20
leaf_value=-0.00045182563043934742 -0.00078254441476169085 0.0016294757644980979 -0.00013734046769446967 -1.1221722033166341e-05 -1.6988000695524829e-05 -6.6860237943729505e-05 0.00049523029476517303 -0.00025434107814716983 0.00014938811001383899 0.00063300796696278208 4.5102219087991418e-05 -0.00037552929527596729 0.00018802556461957725 0.00014013678424097505 0.00038287591501239357 0.00011207900170398108 -0.00045753586481310363 2.2301139132626778e-05 -0.00013601591836636483
leaf_weight=52 49 57 179 87 2024 63 61 59 46 50 316 61 129 64 57 215 77 71 48
leaf_count=52 49 57 179 87 2024 63 61 59 46 50 316 61 129 64 57 215 77 71 48
internal_value=0 2.40228e-05 0.000123929 0.000632536 -9.08114e-06 2.98276e-05 0.00020305 -3.57629e-07 4.94021e-06 1.45268e-05 0.000127654 -0.000145576 -4.3241e-06 -1.33526e-06 4.73104e-05 0 -0.000108683 -0.000221813 0
internal_weight=0 3716 931 144 2785 787 124 2733 2674 2519 366 155 2153 663 451 394 212 148 94
internal_count=3765 3716 931 144 2785 787 124 2733 2674 2519 366 155 2153 663 451 394 212 148 94
is_linear=0
shrinkage=0.0995203


Tree=9007
num_leaves=14
num_cat=0
split_feature=26 20 6 6 17 26 26 26 26 3 26 7 23
split_gain=0.00272665 0.000748381 0.00122387 0.0117923 0.000756 0.000533842 0.00146156 0.00111759 0.000282529 0.00115782 0.000849654 0.000305247 0.000382253
threshold=0.5128250000000002 -0.25378999999999996 0.092405000000000029 0.093595000000000025 0.51362000000000008 0.094935000000000033 0.099855000000000013 0.091400000000000023 0.12086000000000002 0.099950000000000025 0.11659500000000002 -0.075879999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 5 7 -7 -5 10 -10 11 -3 -13
right_child=-2 2 3 4 -6 6 -8 -9 9 -11 -12 12 -14
leaf_value=-0.00030626167385284565 -0.00069633748660533101 0.00020942022215879427 0.0015904951221305183 -2.6127398728482427e-05 0.00040697122420614378 -0.00054038426695290735 1.8672733222804016e-05 0.00042836079790882048 0.00052332811050405446 -8.207743313475962e-05 -0.00041953478828374654 -0.00020311810655840816 4.1756084958961383e-06
leaf_weight=67 53 69 52 217 47 61 182 70 50 79 48 91 2679
leaf_count=67 53 69 52 217 47 61 182 70 50 79 48 91 2679
internal_value=0 2.22958e-05 2.85597e-05 0.000154853 2.40525e-05 -8.35995e-06 -0.000118298 8.18711e-05 1.94917e-06 0.00014623 -4.21419e-06 2.51944e-06 -2.33887e-06
internal_weight=0 3712 3645 629 577 530 243 287 3016 129 2887 2839 2770
internal_count=3765 3712 3645 629 577 530 243 287 3016 129 2887 2839 2770
is_linear=0
shrinkage=0.0995203


Tree=9008
num_leaves=27
num_cat=0
split_feature=6 6 26 5 9 26 1 26 18 1 26 10 0 5 0 26 0 0 26 19 26 9 7 6 1 26
split_gain=0.000618393 0.000622054 0.000962704 0.00083101 0.000977783 0.00149225 0.000834329 0.000772884 0.00388311 0.000949514 0.00146108 0.000596144 0.000586985 0.000515105 0.00143109 0.00158121 0.00127096 0.00100015 0.000455868 0.00038051 0.000476327 0.00113696 0.0039023 0.00260158 0.000983799 0.000514065
threshold=0.004915000000000001 0.10313000000000001 -0.042444999999999997 0.23074000000000006 0.08938500000000002 0.092530000000000015 -0.068094999999999989 0.095150000000000026 -0.021369999999999997 -0.083284999999999984 0.10924500000000002 0.090150000000000022 -0.072529999999999997 -0.091729999999999992 -0.087184999999999999 0.085740000000000025 -0.086414999999999992 -0.085245000000000001 0.08598500000000002 0.13980000000000004 -0.23033499999999998 0.11296000000000002 0.081125000000000017 -0.092919999999999989 0.021350000000000004 0.26711000000000013
decision_type=2 2 2 2 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 7 -3 4 -4 -6 -7 13 -9 -10 -11 19 -12 18 15 -15 -16 -18 -2 20 24 22 25 -23 -1 -22
right_child=1 2 3 -5 5 6 -8 8 9 10 12 -13 -14 14 16 -17 17 -19 -20 -21 21 23 -24 -25 -26 -27
leaf_value=-5.9278132171819168e-05 -8.4091721035896901e-05 -0.0003493435866853024 -0.0002843423256088045 0.00045735242548066899 0.00056961464123455707 0.00026824660252354081 -0.000181739100919157 -0.0010008961680542301 0.00031815139463594629 -0.00056926452580723888 0.00026024482291723709 -0.00026218054100876967 -0.00018390054177598684 -6.6119111079515601e-06 -0.00056010741466436232 0.0007436691115560222 0.00032586110135148763 -8.9492721722082911e-05 -0.00048642987978997061 -0.00025680904594512025 2.5121105239685898e-05 -0.0008309035582691924 0.00093433949513940372 0.00014465769337280808 0.00057403146934415926 -0.00027762589842225249
leaf_weight=46 82 55 73 54 58 65 109 55 49 61 57 74 60 63 51 47 65 467 48 46 1820 49 47 58 47 57
leaf_count=46 82 55 73 54 58 65 109 55 49 61 57 74 60 63 51 47 65 467 48 46 1820 49 47 58 47 57
internal_value=0 -6.7371e-05 3.51972e-05 9.63905e-05 2.97984e-05 0.000132173 -8.93622e-06 -0.00010654 -0.000249593 -6.39523e-05 -0.000173737 1.46553e-05 2.54812e-05 -5.65287e-05 -2.1128e-05 0.000306521 -8.43527e-05 -3.72058e-05 -0.000238945 2.4473e-05 3.09502e-05 2.04262e-05 3.83626e-05 -0.000294444 0.000251979 1.54913e-05
internal_weight=0 1519 414 359 305 232 174 1105 282 227 178 2244 117 823 693 110 583 532 130 2170 2124 2031 1924 107 93 1877
internal_count=3763 1519 414 359 305 232 174 1105 282 227 178 2244 117 823 693 110 583 532 130 2170 2124 2031 1924 107 93 1877
is_linear=0
shrinkage=0.0995203


Tree=9009
num_leaves=28
num_cat=0
split_feature=2 26 26 2 5 27 3 2 3 8 0 5 18 9 5 9 6 6 9 23 2 2 1 2 6 8 0
split_gain=0.000632933 0.000937513 0.00331335 0.000731944 0.000609426 0.000683429 0.000447716 0.0010019 0.000921011 0.000929835 0.000835525 0.0010249 0.000823431 0.000479106 0.000940358 0.000938909 0.000442506 0.00243072 0.00103378 0.00250403 0.000465052 0.000790005 0.00118745 0.000671968 0.000316358 0.000303342 0.000294127
threshold=-0.079739999999999991 0.10304500000000003 0.11215000000000001 -0.080254999999999993 0.5134350000000002 -0.086859999999999993 0.084290000000000018 -0.08569499999999998 0.08511500000000001 -0.084979999999999986 -0.086474999999999996 -0.015214999999999999 -0.012384999999999998 0.083955000000000016 -0.015214999999999999 0.084515000000000021 -0.095814999999999997 -0.101065 0.11351500000000002 -0.022119999999999997 -0.078784999999999994 -0.076254999999999989 -0.077634999999999996 -0.070354999999999987 -0.052844999999999996 -0.089594999999999994 -0.071029999999999996
decision_type=2 2 2 2 2 2 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 -2 7 10 9 25 12 -12 -1 14 -10 -15 17 18 19 -7 -18 22 -22 -23 -6 -8 -4
right_child=4 2 26 -5 24 16 8 -9 13 -11 11 -13 -14 15 -16 -17 20 -19 -20 -21 21 23 -24 -25 -26 -27 -28
leaf_value=-0.00049434396599188648 -0.00036714566022821957 -0.00091965023104230816 0.00023879589895037481 -0.00039797335323793069 4.7498615911072386e-05 0.00066284098741457235 -0.00025826541317685084 0.0004856712325378281 0.00044851222938117625 1.1052943637126883e-05 -0.00013715122761131807 0.00048391936863460106 5.2122966379524716e-05 -0.00041229651848714838 -8.7383551591617041e-05 -1.5980684071285094e-05 -0.00024295073988901859 0.00077403811128717252 -0.00040226003938730861 -2.3322875251302209e-05 -0.00024237217168890477 -0.00021399586696580137 0.0003292527970042079 6.0013991442364096e-06 0.00042267884978401378 -0.00065204318958646213 -0.00011110243309759928
leaf_weight=50 46 54 46 54 46 62 48 52 61 64 46 57 55 63 65 1104 80 48 49 338 46 166 147 765 56 49 46
leaf_count=50 46 54 46 54 46 62 48 52 61 64 46 57 55 63 65 1104 80 48 49 338 46 166 147 765 56 49 46
internal_value=0 -5.67567e-05 -0.000299913 -3.62141e-05 2.47088e-05 1.04146e-05 -2.43391e-05 9.4919e-05 -4.62275e-05 -0.000271053 0 0.0001986 -0.000200303 -1.75999e-05 0.000165561 -3.80771e-05 2.11062e-05 0.000100277 2.64254e-05 8.0986e-05 -1.08947e-05 4.89339e-06 0.000188769 -3.23455e-05 0.000261506 -0.000465624 5.49487e-05
internal_weight=0 1914 146 1768 1849 1747 1714 260 1454 161 208 103 105 1293 126 1167 1701 497 449 400 1204 1124 193 931 102 97 92
internal_count=3763 1914 146 1768 1849 1747 1714 260 1454 161 208 103 105 1293 126 1167 1701 497 449 400 1204 1124 193 931 102 97 92
is_linear=0
shrinkage=0.0995203


Tree=9010
num_leaves=18
num_cat=0
split_feature=27 2 26 17 18 2 2 5 17 21 26 17 29 7 10 20 17
split_gain=0.000613029 0.000628649 0.000774042 0.00305175 0.00126177 0.000612023 0.000590276 0.00052099 0.000497723 0.000782839 0.00120959 0.000684815 0.000504603 0.000486707 0.000463403 0.000498287 0.000424615
threshold=-0.095019999999999993 -0.079739999999999991 0.098185000000000022 -0.012754999999999999 0.091330000000000008 -0.080484999999999987 -0.079149999999999984 0.51390500000000017 -0.031185000000000001 0.10168500000000003 0.094305000000000014 -0.065004999999999993 -0.097304999999999989 0.058975000000000007 0.090150000000000022 -0.14878999999999998 -0.0096999999999999986
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 -4 13 -3 8 9 11 -11 -8 -10 14 15 -2 -14
right_child=1 6 3 -5 -6 -7 7 -9 12 10 -12 -13 16 -15 -16 -17 -18
leaf_value=-0.00035809046161174328 -0.00029140348952817134 0.00033962256024158504 0.00042824460729903304 -0.00074812001397451101 -0.00026858414276744786 -0.00029035434896187686 -4.8940543392673132e-05 0.00027594624410772991 0.00036148907758705548 -0.00050025689154954602 6.3173426081922457e-05 0.00031752195221204361 0.00031348335280360386 0.00022606835142187004 -0.00031532138139287971 -4.7097929834514828e-06 1.7352147333693893e-05
leaf_weight=51 63 60 54 72 48 85 349 76 49 88 62 59 51 78 54 1452 1012
leaf_count=51 63 60 54 72 48 85 349 76 49 88 62 59 51 78 54 1452 1012
internal_value=0 -9.99662e-06 -5.00307e-05 -0.000250756 9.22995e-05 -2.93929e-05 3.18009e-05 2.0754e-05 8.65027e-06 -6.74439e-05 -0.000261915 2.0464e-06 4.75704e-05 -1.54279e-05 -2.79552e-05 -1.71721e-05 3.23299e-05
internal_weight=0 3712 1906 174 102 1732 1806 1746 1670 558 150 408 1112 1647 1569 1515 1063
internal_count=3763 3712 1906 174 102 1732 1806 1746 1670 558 150 408 1112 1647 1569 1515 1063
is_linear=0
shrinkage=0.0995203


Tree=9011
num_leaves=24
num_cat=0
split_feature=27 1 1 18 2 1 8 18 9 9 3 9 2 6 17 0 5 18 9 9 1 18 9
split_gain=0.000497009 0.000561196 0.000970356 0.00212064 0.000910739 0.000955357 0.000967932 0.000583636 0.000710722 0.00141423 0.00138208 0.000798569 0.00199188 0.000560104 0.000570126 0.00113403 0.00122037 0.000618529 0.00070471 0.000415928 0.000392412 0.00119996 0.000570843
threshold=-0.095019999999999993 -0.076894999999999991 -0.084059999999999996 -0.021369999999999997 -0.078994999999999996 -0.079250000000000001 -0.091600000000000001 0.15891500000000006 0.096535000000000024 0.097990000000000022 0.14166500000000004 0.094435000000000033 -0.077714999999999992 0.10681500000000003 -0.013885 -0.087184999999999999 -0.0078499999999999976 -0.14734 0.09550500000000002 0.099610000000000018 -0.06551499999999999 -0.011569999999999999 0.091885000000000022
decision_type=2 2 2 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 -4 5 6 -5 8 11 -10 19 20 -13 14 17 -16 -17 -2 -19 -11 21 -3 -22
right_child=1 7 3 4 -6 -7 -8 -9 9 10 -12 12 -14 -15 15 16 -18 18 -20 -21 22 -23 -24
leaf_value=-0.00032245324962887855 0.000226175927950902 0.00050717971760909657 -0.00068266825039405476 -0.00040800987697041049 -0.00043205123205350892 0.00034108249639085055 3.0016680399018606e-05 -0.00023416970116438659 0.00055781999557714664 -0.00026578542169147361 0.00056577196136951315 0.00019861747958071409 -0.00062616328571485954 0.00026482460330409427 0.00049946573431565975 -0.00025437886945751064 0.00023701195042707067 -6.8361279127801091e-05 -0.0004253380395128924 4.3575968899975261e-05 2.3639325668930261e-05 -0.00014964513012576472 -0.00019673843357516618
leaf_weight=51 59 59 71 71 61 61 159 85 68 49 49 51 64 71 55 101 99 517 63 349 1374 49 127
leaf_count=51 59 59 71 71 61 61 159 85 68 49 49 51 64 71 55 101 99 517 63 349 1374 49 127
internal_value=0 -8.95786e-06 -5.91827e-05 -0.000184905 -8.21777e-05 -6.02325e-06 -0.000101641 2.06865e-05 3.07273e-05 0.000133316 6.69069e-05 0 -0.000253273 -3.22523e-06 -2.5429e-05 9.89904e-05 -7.04728e-06 -7.6361e-05 -0.000108548 3.43189e-06 1.81896e-05 0.000201596 4.44771e-06
internal_weight=0 3712 1388 423 352 291 230 2324 2239 515 447 1724 115 965 894 255 200 639 580 398 1609 108 1501
internal_count=3763 3712 1388 423 352 291 230 2324 2239 515 447 1724 115 965 894 255 200 639 580 398 1609 108 1501
is_linear=0
shrinkage=0.0995203


Tree=9012
num_leaves=23
num_cat=0
split_feature=18 8 18 26 17 17 2 18 18 8 2 2 17 21 5 17 17 5 8 18 5 5
split_gain=0.00740942 0.000581562 0.000711102 0.00132438 0.00141328 0.00269725 0.000571842 0.00205398 0.000851521 0.000594353 0.000492641 0.000481739 0.00126886 0.00135234 0.000864182 0.000553936 0.00055751 0.000718889 0.000474727 0.000437154 0.000382826 0.00023106
threshold=0.24916000000000005 -0.08731499999999999 0.10256000000000003 0.11991000000000003 0.07134500000000002 -0.031185000000000001 -0.08569499999999998 -0.020389999999999998 -0.0073899999999999999 -0.10115999999999999 0.42136500000000005 0.091030000000000014 -0.089699999999999988 0.087785000000000016 -0.46244499999999994 -0.55286000000000002 -0.53015499999999993 0.41088500000000011 0.24853500000000003 0.10015500000000002 -0.0081349999999999981 -0.16183
decision_type=2 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 11 4 5 -4 20 -8 -9 10 -10 15 -13 14 -14 -3 17 -17 -18 -11 21 -1
right_child=-2 2 3 -5 -6 -7 7 8 9 19 -12 12 13 -15 -16 16 18 -19 -20 -21 -22 -23
leaf_value=9.8031142884629323e-05 -0.00094862139532548976 0.00025791596877098097 2.9966878651203063e-05 -0.00019966468380582295 -3.4749533382799471e-05 0.00090674057155371924 -0.00058290484033619633 0.00029855599646206238 9.0026958370256725e-05 -0.00012883689281522262 -0.00022981180969405376 -0.00047952062201309038 -2.8200724172850102e-05 -0.00036269086251113124 0.00054053444665127528 -0.00050608055856901765 4.4269642773776912e-06 1.3589811759508472e-05 0.00030167958340978593 -0.0004593873813944211 0.00024304701410746173 -0.00016044154190378475
leaf_weight=65 85 87 72 74 84 71 83 60 213 307 61 74 52 58 49 48 1901 52 55 49 79 69
leaf_count=65 85 87 72 74 84 71 83 60 213 307 61 74 52 58 49 48 1901 52 55 49 79 69
internal_value=0 -8.42201e-06 1.53914e-05 0.000159546 0.000280252 0.000471013 -7.39059e-05 -0.000114091 -5.65106e-05 -9.16259e-05 1.58343e-05 -2.52613e-06 -0.00013871 1.47574e-05 0.000239615 1.18986e-05 1.0902e-06 -0.000227666 1.32038e-05 -0.000176634 6.80858e-05 -2.89539e-05
internal_weight=0 3663 2677 301 227 143 986 773 690 630 274 2376 233 159 101 2143 2056 100 1956 356 213 134
internal_count=3748 3663 2677 301 227 143 986 773 690 630 274 2376 233 159 101 2143 2056 100 1956 356 213 134
is_linear=0
shrinkage=0.0995203


Tree=9013
num_leaves=12
num_cat=0
split_feature=18 18 3 1 2 10 4 4 4 3 17
split_gain=0.00600791 0.000490923 0.00130913 0.00128561 0.000572259 0.000462103 0.00031345 0.00290423 0.000703894 0.000459575 0.000457934
threshold=0.24916000000000005 0.13099000000000002 0.10920500000000002 -0.057259999999999998 0.41061500000000012 0.09056500000000002 0.084755000000000025 0.086825000000000027 0.08024000000000002 0.13451500000000002 -0.55286000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 8 -8 10 -9 -1
right_child=-2 2 3 -5 -6 -7 7 9 -10 -11 -12
leaf_value=0.00029756093797805026 -0.00085421443258418695 0.00049726888853909173 0.00028091491362825974 -0.00040956113898931676 -0.00026393226893071741 0.00022814522187178 -0.00078925541670761448 -5.5306592929631075e-05 0.00034445746722784994 0.00015339400814094061 -1.2476669489398331e-05
leaf_weight=48 85 68 53 53 90 79 52 590 58 126 2446
leaf_count=48 85 68 53 53 90 79 52 590 58 126 2446
internal_value=0 -7.5616e-06 0.00015515 -5.66003e-05 -1.59108e-05 -9.10276e-06 -1.49947e-05 -7.07611e-05 1.46691e-06 -1.74366e-05 -6.18138e-06
internal_weight=0 3663 174 106 3489 3399 3320 768 2552 716 2494
internal_count=3748 3663 174 106 3489 3399 3320 768 2552 716 2494
is_linear=0
shrinkage=0.0995203


Tree=9014
num_leaves=13
num_cat=0
split_feature=18 1 4 2 17 17 9 1 4 4 4 1
split_gain=0.00489158 0.000430525 0.000474583 0.000817035 0.00100654 0.000878323 0.00081536 0.00184322 0.000688179 0.000619656 0.000900805 0.000257949
threshold=0.26473000000000008 0.62916000000000016 0.12498500000000003 0.12875500000000004 -0.5696199999999999 -0.0069749999999999994 0.11351500000000002 0.50644500000000015 0.13481000000000004 0.11394500000000003 0.10755500000000003 0.0047600000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 8 -4 10 -6 -10
right_child=-2 -3 6 5 9 -7 -8 -9 11 -11 -12 -13
leaf_value=0.00044768041053607415 -0.00086078082552602233 -0.00029598014431468883 0.00031219775702939485 -0.00053886869298079587 -1.3724338638265591e-05 -1.2807035079509418e-05 -0.00023955493067773987 0.00070190923257976211 1.6613833365007937e-05 -0.00027338531085181506 0.00028978932661332697 -0.00029561735789213815
leaf_weight=48 68 51 55 60 3007 73 47 56 49 87 100 47
leaf_count=48 68 51 55 60 3007 73 47 56 49 87 100 47
internal_value=0 -8.59453e-06 -4.33019e-06 -1.44212e-05 -4.24657e-06 -0.000256283 0.000126531 0.000213606 2.70923e-05 -1.12945e-05 -3.69215e-06 -0.000127722
internal_weight=0 3680 3629 3375 3242 133 254 207 151 3194 3107 96
internal_count=3748 3680 3629 3375 3242 133 254 207 151 3194 3107 96
is_linear=0
shrinkage=0.0995203


Tree=9015
num_leaves=22
num_cat=0
split_feature=18 8 18 3 8 8 18 6 8 17 17 0 8 18 18 8 0 0 17 17 0
split_gain=0.00403607 0.000422594 0.000597228 0.000613757 0.000513009 0.000655634 0.000535506 0.000756464 0.00162811 0.000766795 0.000594057 0.000697377 0.00047801 0.000435357 0.000723025 0.00144002 0.000457718 0.000501181 0.00030664 0.000817423 0.000593759
threshold=0.24916000000000005 -0.08731499999999999 0.13099000000000002 0.11061500000000002 -0.098504999999999995 -0.11061499999999999 0.098305000000000017 -0.01146 -0.090440000000000006 -0.072659999999999988 0.0036400000000000009 -0.085794999999999996 -0.093384999999999982 0.11835500000000003 0.10256000000000003 -0.061684999999999997 0.12433000000000002 -0.070134999999999989 -0.10811499999999999 -0.0069749999999999994 -0.11524
decision_type=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 13 -4 5 18 7 8 12 -10 11 -9 -6 14 16 -16 17 -3 -1 -20 -21
right_child=-2 2 3 -5 6 -7 -8 10 9 -11 -12 -13 -14 -15 15 -17 -18 -19 19 20 -22
leaf_value=0.00015976458748202148 -0.00069993976237420761 1.5219608970853864e-05 0.0005127938042620182 4.4018569015433537e-05 -0.00017038167684213583 0.00030108859645795922 -0.00042551239678321687 0.00025898921092458243 -0.0002351433263115498 -0.00082908121478170605 -0.00027102312626063016 -0.00011229562418808592 0.00025052243160651695 -0.00026080346597011063 0.00059953119651272725 -9.1459233206488916e-05 0.00021726796330972896 -9.4374079639173458e-05 -0.00034582624489701654 -0.00014423371966918583 0.00015753571175650848
leaf_weight=65 85 1746 47 78 55 67 56 117 49 47 54 84 51 60 59 57 91 539 83 123 135
leaf_count=65 85 1746 47 78 55 67 56 117 49 47 54 84 51 60 59 57 91 539 83 123 135
internal_value=0 -5.9445e-06 1.43226e-05 0.000226827 -6.18001e-05 1.13755e-05 -0.000130866 -9.2969e-05 -0.000237138 -0.000534453 1.80251e-05 9.97526e-05 2.44059e-05 3.59308e-06 1.02875e-05 0.000252936 -1.21446e-06 -1.02738e-05 -3.44179e-05 -7.38329e-05 1.04959e-05
internal_weight=0 3663 2677 125 986 473 513 457 202 96 255 201 106 2552 2492 116 2376 2285 406 341 258
internal_count=3748 3663 2677 125 986 473 513 457 202 96 255 201 106 2552 2492 116 2376 2285 406 341 258
is_linear=0
shrinkage=0.0995203


Tree=9016
num_leaves=16
num_cat=0
split_feature=22 26 26 17 4 17 2 20 0 27 21 21 0 26 20
split_gain=0.0278603 0.00169975 0.0100335 0.000877765 0.0020352 0.00128747 0.000580855 0.000803632 0.000875171 0.000612128 0.000498903 0.00143509 0.000422902 0.000872506 0.000304266
threshold=0.13264000000000004 -0.126245 -0.14859999999999998 -0.56005499999999986 0.09896000000000002 -0.54752499999999993 -0.079739999999999991 -0.091229999999999992 -0.142265 0.099145000000000025 0.10384500000000002 0.094640000000000016 -0.057604999999999996 -0.236315 -0.025670000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 -3 -5 10 8 -8 -9 11 -7 13 -1 -12
right_child=-2 3 -4 5 -6 6 7 9 -10 -11 14 -13 -14 -15 -16
leaf_value=0.00030013139108394195 0.0024788788322276795 0.00011464580216685086 0.0015924985229555371 0.00044704391279421553 -0.00076523462077643086 -4.2763085360941416e-05 0.0006231368701732511 3.1089202721771275e-05 8.3297534062180112e-05 -0.00023713019949448216 0.00034785504129488152 -0.00058192166746618855 -0.00026618449946390034 -0.00019070638282283315 0
leaf_weight=72 46 54 46 64 48 1429 46 1470 97 89 48 51 57 70 47
leaf_count=72 46 54 46 64 48 1429 46 1470 97 89 48 51 57 70 47
internal_value=0 1.41214e-05 0.000267444 -3.66705e-06 -0.00029139 4.87205e-06 -3.51379e-06 3.65214e-05 0.000262677 1.5252e-05 -4.72969e-05 -6.18953e-05 -3.47362e-05 5.24042e-05 0.000171514
internal_weight=0 3688 245 3443 102 3341 3277 1702 143 1559 1575 1480 199 142 95
internal_count=3734 3688 245 3443 102 3341 3277 1702 143 1559 1575 1480 199 142 95
is_linear=0
shrinkage=0.0995203


Tree=9017
num_leaves=16
num_cat=0
split_feature=22 1 1 18 20 17 5 3 4 1 6 8 1 8 6
split_gain=0.02259 0.00190483 0.0127983 0.00109678 0.00159489 0.000925579 0.000940934 0.000729948 0.000988845 0.000719782 0.00152388 0.00154319 0.000976238 0.000887171 0.000738575
threshold=0.13264000000000004 -0.16272499999999998 -0.28064499999999998 0.23251500000000005 -0.24910499999999999 -0.56005499999999986 0.2686150000000001 0.11926500000000002 0.084755000000000025 -0.07002499999999999 0.11816500000000002 -0.073999999999999996 -0.073844999999999994 -0.085089999999999985 0.11056500000000001
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 -7 12 14 -12 13 -6 -11
right_child=-2 3 -4 -5 9 6 -8 -9 -10 10 11 -13 -14 -15 -16
leaf_value=-0.00031651474606354493 0.0022321804465971571 -0.00053767016691379254 0.0017251613911950397 0.00034586469917746937 -0.00016131619820964751 5.55289373883722e-05 0.0003731768929195281 0.00029056961035718598 -0.0005136624497322816 1.5244598760289305e-05 0.00077854281014050407 0 -0.00043386932005956227 2.4922059324651436e-05 -0.0003512341943816795
leaf_weight=72 46 58 49 83 423 71 79 46 50 1915 52 46 71 617 56
leaf_count=72 46 58 49 83 423 71 79 46 50 1915 52 46 71 617 56
internal_value=0 1.27272e-05 0.000227981 -1.08138e-05 -2.02094e-05 -1.42156e-07 8.9127e-05 -4.0342e-05 -0.000172909 -1.0514e-05 2.38818e-05 0.000407012 -7.53057e-05 -5.00396e-05 4.41687e-06
internal_weight=0 3688 367 3321 3238 318 246 167 121 3180 2069 98 1111 1040 1971
internal_count=3734 3688 367 3321 3238 318 246 167 121 3180 2069 98 1111 1040 1971
is_linear=0
shrinkage=0.0995203


Tree=9018
num_leaves=14
num_cat=0
split_feature=10 2 2 18 6 3 10 8 27 2 4 18 4
split_gain=0.0212268 0.00141921 0.00917749 0.000933888 0.000927839 0.00165031 0.000799451 0.000624922 0.00102551 0.00061416 0.000519065 0.000293689 0.000507232
threshold=0.096215000000000023 -0.13088999999999998 -0.14884499999999998 0.23251500000000005 0.15834000000000004 0.10807500000000002 0.08821500000000003 0.24853500000000003 0.11129500000000002 0.50951500000000005 0.10353000000000002 -0.044484999999999997 0.079225000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 7 -6 10 8 9 -3 11 -1 -13
right_child=-2 3 -4 -5 5 -7 -8 -9 -10 -11 -12 12 -14
leaf_value=0.00016203068576297811 0.0019770225260899786 -1.4594919200788147e-05 0.0013773409844854475 0.00030792173951335144 -0.0007558253042480791 6.8501797248192418e-05 -0.0004004354733382213 0.00034463762297970148 -0.00042793721375442966 0.00032994584823320286 0.00032231230413548812 8.6262846427928136e-05 -0.00033478618622592211
leaf_weight=46 55 3029 55 88 46 47 49 48 59 52 51 50 59
leaf_count=46 55 3029 55 88 46 47 49 48 59 52 51 50 59
internal_value=0 7.07095e-06 0.000210978 -1.14487e-05 -2.0264e-05 -0.000330428 -3.73804e-05 -1.09592e-05 -1.66558e-05 -8.51418e-06 4.50036e-05 -4.09586e-05 -0.000134134
internal_weight=0 3679 310 3369 3281 93 255 3188 3140 3081 206 155 109
internal_count=3734 3679 310 3369 3281 93 255 3188 3140 3081 206 155 109
is_linear=0
shrinkage=0.0995203


Tree=9019
num_leaves=15
num_cat=0
split_feature=22 1 3 18 1 4 18 20 1 26 26 1 1 38
split_gain=0.0182866 0.00141595 0.0115945 0.000785304 0.000925588 0.00092282 0.000743525 0.00105463 0.000563138 0.00170207 0.00110895 0.000525495 0.000452501 0.00037723
threshold=0.13264000000000004 -0.16272499999999998 0.08511500000000001 -0.046804999999999992 -0.50290499999999982 0.10353000000000002 0.23251500000000005 -0.24910499999999999 -0.083284999999999984 0.10393000000000002 0.089725000000000013 -0.082344999999999988 -0.50158499999999984 -0.072014999999999996
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 -3 9 10 -9 -10 -5 -13
right_child=-2 6 3 5 -6 -7 -8 8 11 -11 -12 13 -14 -15
leaf_value=0.0013464176954455741 0.0020048336486522557 -0.00044106364130064014 1.0434512714463513e-05 -0.00027347506061804327 -0.00053680351524893464 0.0004124744504563953 0.00028113752417418045 -0.00012634750137268188 0.00033397418271204684 -0.00068232094622291527 0.00021038189893254466 0.00023095088263654694 9.325329178622147e-05 -4.9102455870222773e-06
leaf_weight=70 46 58 54 65 63 51 83 428 48 46 124 69 64 2465
leaf_count=70 46 58 54 65 63 51 83 428 48 46 124 69 64 2465
internal_value=0 7.93939e-06 0.000193573 -7.53851e-05 -0.000277235 5.12697e-05 -1.23283e-05 -2.01035e-05 -1.21682e-05 -9.92912e-05 -4.92224e-05 7.69274e-06 -8.51864e-05 1.18912e-06
internal_weight=0 3688 367 297 117 180 3321 3238 3180 598 552 2582 129 2534
internal_count=3734 3688 367 297 117 180 3321 3238 3180 598 552 2582 129 2534
is_linear=0
shrinkage=0.0995203


Tree=9020
num_leaves=20
num_cat=0
split_feature=18 27 18 3 5 2 2 20 26 22 3 17 5 3 0 26 1 4 0
split_gain=0.00627085 0.00942506 0.0103505 0.0129437 0.00148777 0.0011719 0.00113211 0.000849857 0.00084706 0.00062575 0.000697853 0.00105016 0.00139667 0.000658244 0.0013173 0.000753765 0.00050502 0.0004729 0.00061318
threshold=-0.083775000000000002 1.0000000180025095e-35 -0.089024999999999993 0.088805000000000023 0.41763500000000009 0.10003000000000002 0.074365000000000028 -0.24910499999999999 0.084685000000000024 0.11777500000000002 0.085795000000000024 -0.00095 -0.092514999999999986 0.090435000000000029 -0.079119999999999982 0.11880500000000002 -0.082344999999999988 0.096160000000000009 -0.052884999999999995
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 8 7 6 17 -2 -4 10 11 12 -9 14 -12 -15 -13 18 -1
right_child=4 -3 3 -5 -6 -7 -8 9 -10 -11 13 16 -14 15 -16 -17 -18 -19 -20
leaf_value=-3.2768264354340889e-05 0.00038869063775313835 -0.0015545618957376901 -0.00049263065568809689 -0.0018956182274203375 0.00055682859078066071 0.00033932119490099819 -0.00054929135678015569 -0.00069728896929072929 6.1688295854004377e-05 -0.00030158263264266319 6.4724353901590961e-05 -0.00022130157664041288 -0.00012376567034494998 -4.0661113763444441e-05 0.00058402270281830682 0.00016126823542537367 0.00013772005492763848 0.00020610512448429019 -0.00035180350202722684
leaf_weight=467 54 55 47 74 48 72 48 51 60 71 537 48 279 1247 54 214 183 65 70
leaf_count=467 54 55 47 74 48 72 48 51 60 71 537 48 279 1247 54 214 183 65 70
internal_value=0 -0.000287404 -0.000209318 -0.000882476 7.49959e-06 -3.94281e-05 -8.26413e-05 -1.83174e-06 -0.000174147 -9.99376e-06 -1.75746e-06 -0.000100411 -0.000214882 2.48147e-05 0.000113558 -1.05232e-05 5.95743e-05 -4.40734e-05 -7.58802e-05
internal_weight=0 958 903 181 2786 722 650 2738 107 2684 2613 561 330 2052 591 1461 231 602 537
internal_count=3744 958 903 181 2786 722 650 2738 107 2684 2613 561 330 2052 591 1461 231 602 537
is_linear=0
shrinkage=0.0995203


Tree=9021
num_leaves=21
num_cat=0
split_feature=18 8 3 17 17 9 4 4 10 8 0 2 9 9 3 20 26 21 4 26
split_gain=0.00515267 0.00836069 0.0371368 0.00178211 0.00128577 0.00390451 0.0010313 0.00180363 0.0009493 0.000877204 0.0013427 0.00137972 0.000728237 0.00133892 0.000706622 0.000673149 0.000770454 0.00103625 0.00134594 0.000623699
threshold=-0.08428999999999999 -0.080445000000000003 0.088805000000000023 -0.55286000000000002 -0.54752499999999993 0.09143500000000003 0.085990000000000025 0.079660000000000022 0.093790000000000026 -0.086914999999999992 -0.085754999999999984 -0.086849999999999997 0.086155000000000023 0.093335000000000015 0.093715000000000021 -0.24910499999999999 -0.22971 0.12208500000000003 0.11208500000000003 -0.100565
decision_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 -3 5 -2 7 12 15 -1 -11 -12 -5 -14 -8 -6 -17 19 -19 -18
right_child=4 3 -4 6 8 -7 14 -9 -10 10 11 -13 13 -15 -16 16 17 18 -20 -21
leaf_value=0.00029738365372371006 -0.00022378108502604089 0.0004903021159740475 -0.0024036648870392604 0.00020692157795084703 0.00035000833571929857 0.0010308498590825001 0.00042928922502894249 -0.00074907233654981171 -0.00043123546719816441 -0.00054945675993377685 -0.00027617161497140439 0.00037619112182758573 -0.00036684305672255298 2.4060485987864481e-05 -8.1683636656782507e-05 0.00031333591106863523 -0.00029429570036251638 -0.00067436121518620854 -1.4922124554784461e-05 9.3128776535475242e-06
leaf_weight=61 51 56 89 65 54 46 55 47 51 55 66 62 157 186 48 73 69 53 79 2321
leaf_count=61 51 56 89 65 54 46 55 47 51 55 66 62 157 186 48 73 69 53 79 2321
internal_value=0 -0.000261689 -0.000663392 -4.2494e-05 6.62809e-06 0.000362759 -9.74317e-05 -0.000162763 -5.86307e-06 -2.52647e-05 -0.000137288 3.34211e-05 -9.32156e-05 -0.00015248 0.000183218 2.01741e-06 -4.90856e-06 -1.44448e-05 -0.000285899 2.05082e-07
internal_weight=0 947 333 614 2797 97 558 455 2700 244 183 128 408 343 103 2649 2595 2522 132 2390
internal_count=3744 947 333 614 2797 97 558 455 2700 244 183 128 408 343 103 2649 2595 2522 132 2390
is_linear=0
shrinkage=0.0995203


Tree=9022
num_leaves=31
num_cat=0
split_feature=2 0 0 2 20 6 17 2 26 20 3 3 17 20 20 2 2 21 3 21 20 26 20 21 1 26 6 26 17 21
split_gain=0.00319566 0.00478386 0.0125497 0.00343461 0.0053006 0.00548515 0.00159711 0.000949726 0.00253551 0.000864476 0.000927443 0.0013601 0.000842986 0.000750966 0.000809446 0.000742978 0.000762749 0.000693036 0.00127605 0.000728087 0.000662392 0.00218792 0.00144588 0.0011853 0.000778546 0.000487106 0.00046833 0.000977211 0.000789997 0.00045594
threshold=-0.082139999999999991 -0.11896 -0.15034 -0.087075 -0.083970000000000003 0.091795000000000015 -0.55754499999999996 -0.082404999999999992 0.091195000000000012 -0.075334999999999999 0.094685000000000033 0.099655000000000021 0.11639500000000001 -0.078835000000000002 -0.11284499999999999 -0.087444999999999995 -0.089054999999999995 0.085470000000000018 0.090765000000000026 0.090285000000000018 -0.009049999999999999 -0.0083299999999999989 -0.000135 0.13557500000000003 -0.50597999999999999 0.096980000000000025 -0.085609999999999992 0.097125000000000031 -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 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 7 -3 8 -6 10 17 -12 15 14 -13 16 -8 -2 19 -19 21 -11 -22 24 -24 -26 -23 28 -28 -16
right_child=9 3 -4 4 5 -7 12 -9 -10 20 11 13 -14 -15 29 -17 -18 18 -20 -21 22 26 23 -25 25 -27 27 -29 -30 -31
leaf_value=0 0.00026051561854417146 0.00053044672895854572 -0.0020432806350102212 -0.0010730730079121862 -0.00010564604254133031 -0.0009970340823911095 -2.1370650234766754e-05 -0.00041992356564925069 0.00056633275605429178 -0.00070395023931124254 0.00070080568407296481 0.00025288926701698449 0.00031225966549775787 0.00040300666253118657 -0.00039182962816829533 0.00033412532971913243 -0.00033958849087365578 -0.00012867862913005964 -0.00047460735435277585 0.00032008554146000027 0.00050075102227903703 -0.00022109699969181842 -0.00029875183649543589 -0.00041800729671733627 8.0334726989131296e-05 -6.0603085735787124e-05 0.00055732577320688275 -0.0001746599966851337 0 3.4569917999290198e-05
leaf_weight=80 71 61 47 73 421 71 413 66 64 57 54 84 74 77 47 46 93 82 63 62 58 83 73 66 777 347 50 88 50 46
leaf_count=80 71 61 47 73 421 71 413 66 64 57 54 84 74 77 47 46 93 82 63 62 58 83 73 66 777 347 50 88 50 46
internal_value=0 -0.000166904 -0.000752574 -0.000112491 -0.000268644 -0.000172918 4.42889e-05 -6.52389e-05 -1.52846e-05 2.02748e-05 0.000124265 0.000243277 -1.77666e-06 0.000142784 2.49543e-05 -4.53588e-05 -8.14752e-05 -4.64523e-06 -9.95489e-05 5.88544e-05 -1.61834e-05 -0.000143002 1.46856e-05 -6.9875e-06 1.49914e-05 3.60963e-05 -2.19963e-05 6.15502e-05 0.000277601 -0.00017212
internal_weight=0 1509 127 1382 695 622 687 551 485 2235 586 308 626 254 177 552 506 278 207 144 1649 328 1321 1263 1197 1124 271 188 100 93
internal_count=3744 1509 127 1382 695 622 687 551 485 2235 586 308 626 254 177 552 506 278 207 144 1649 328 1321 1263 1197 1124 271 188 100 93
is_linear=0
shrinkage=0.0995203


Tree=9023
num_leaves=23
num_cat=0
split_feature=18 3 3 9 9 4 1 2 22 9 5 21 20 21 3 3 5 1 9 3 6 3
split_gain=0.00403474 0.00740872 0.0515429 0.00201769 0.00142288 0.00117409 0.00147737 0.000829108 0.000707158 0.000703884 0.000773402 0.000594521 0.000586529 0.00154733 0.000460005 0.000485209 0.000939706 0.000913524 0.000383684 0.000378364 0.0015501 0.000454378
threshold=-0.08428999999999999 0.090835000000000013 0.088805000000000023 0.088510000000000019 -0.020035000000000001 0.085065000000000016 -0.095674999999999996 -0.23769999999999999 0.13160500000000006 0.093425000000000022 0.41370500000000004 -0.10962999999999999 -0.085594999999999991 -0.0065999999999999991 0.085795000000000024 0.08400500000000001 -0.092514999999999986 -0.089520000000000002 0.097680000000000031 0.086965000000000028 0.086420000000000011 0.087385000000000032
decision_type=2 2 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 -2 11 -5 -11 -9 -8 -14 15 17 -17 -13 -12 20 -16 -21
right_child=7 3 -4 9 -6 -7 12 8 -10 10 18 14 13 -15 19 16 -18 -19 -20 21 -22 -23
leaf_value=-0.00053545657007414232 0.0003702698557623354 0 -0.0026469601495325333 -0.00031290637703874354 0.0006573621433355949 0.0004046119370238824 0.00033258211871604746 0.00034884659064434126 -0.00038465540575498622 0.00026791495151430334 -0.00029331383375912247 -0.00026611089303129714 -0.00057706968531920464 5.9719470840503341e-05 0.0005463620768634376 -0.00059335329512280794 -8.3127248259570486e-05 0.00010316042672663615 2.6126240708968905e-05 -0.0002959306306004709 -0.00010796341619872239 1.993442787262514e-05
leaf_weight=60 62 55 90 86 80 56 46 50 46 81 66 92 46 205 64 46 187 238 76 46 78 1888
leaf_count=60 62 55 90 86 80 56 46 50 46 81 66 92 46 205 64 46 187 238 76 46 78 1888
internal_value=0 -0.000227103 -0.000488829 6.75588e-05 0.000389467 -1.65516e-05 -8.49096e-05 1.03211e-05 1.86202e-06 -7.04315e-05 1.9408e-05 8.77851e-06 3.35372e-06 -5.37216e-05 2.02518e-06 -7.74205e-05 -0.000187372 0 -0.000116581 2.39647e-05 0.000181179 1.19983e-05
internal_weight=0 947 503 444 135 413 357 2797 2735 309 223 2689 297 251 2639 563 233 330 142 2076 142 1934
internal_count=3744 947 503 444 135 413 357 2797 2735 309 223 2689 297 251 2639 563 233 330 142 2076 142 1934
is_linear=0
shrinkage=0.0995203


Tree=9024
num_leaves=23
num_cat=0
split_feature=26 1 17 17 8 5 26 2 26 1 5 19 17 2 8 8 0 8 22 1 0 6
split_gain=0.00269779 0.0107646 0.0019378 0.0131074 0.00124833 0.00107239 0.00093299 0.00113039 0.000847577 0.000961281 0.00181815 0.00255506 0.000929518 0.000840913 0.000806289 0.00151345 0.000878878 0.000718919 0.000674864 0.000628147 0.000550185 0.000506684
threshold=-0.126245 -0.063809999999999992 0.061900000000000018 0.070205000000000017 0.12005500000000004 0.63455500000000009 -0.23202999999999999 -0.049174999999999996 0.09032500000000003 -0.0090649999999999984 -0.014374999999999999 0.075380000000000016 0.41580500000000009 -0.090919999999999987 -0.086404999999999996 -0.080924999999999983 -0.113275 -0.077604999999999993 0.12026000000000002 -0.067015000000000005 0.12461500000000002 0.098855000000000012
decision_type=2 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 18 7 -3 9 10 11 -5 19 -8 16 -16 -11 -14 20 -10 21 -2
right_child=2 6 3 8 -6 -7 13 -9 12 14 -12 -13 17 -15 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.0015257902356772151 5.4846055707953892e-05 -0.0005427729919686271 -0.0016803849709806555 -0.0008569705916949789 0.00055035496380979431 -0.00044331461208420606 -6.4819035589037689e-05 0.00012984247377310128 3.781544747720468e-05 7.6688501520056517e-05 0.0001320488910109074 6.2576392640248797e-05 -0.00040899329364309028 0.00049761655725707359 0.00058912609318109265 -0.00010676506131098378 -0.00049257446722039374 8.2679683407841994e-05 -0.00030919891722728978 0.0004388442684755869 0.00034741856732787955 -9.8864899767596293e-05
leaf_weight=58 2262 49 51 78 47 46 47 47 77 55 65 46 47 54 54 69 49 74 53 89 60 231
leaf_count=58 2262 49 51 78 47 46 47 47 77 55 65 46 47 54 54 69 49 74 53 89 60 231
internal_value=0 -0.000333978 1.24093e-06 -0.000139567 4.08808e-05 3.15429e-05 1.27558e-05 -0.000204944 -2.6622e-05 -0.00011831 -0.000284364 -0.000509247 0.000103426 0.000227784 1.63397e-05 0.000192093 -0.000183651 -0.000101535 4.0239e-05 0.000257756 4.7814e-05 4.02749e-05
internal_weight=0 255 3453 754 2699 2652 197 96 703 416 189 124 287 101 227 123 104 121 2606 166 2553 2493
internal_count=3708 255 3453 754 2699 2652 197 96 703 416 189 124 287 101 227 123 104 121 2606 166 2553 2493
is_linear=0
shrinkage=0.0995203


Tree=9025
num_leaves=20
num_cat=0
split_feature=3 9 4 22 10 0 6 17 3 17 1 26 3 18 26 26 17 17 1
split_gain=0.00320219 0.0109156 0.0286311 0.00217517 0.000845842 0.00100026 0.00116391 0.000893696 0.001209 0.000744967 0.00150348 0.000708212 0.000736417 0.00083858 0.0006411 0.000750963 0.000634684 0.000144945 0.000140636
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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 14 8 -7 11 -11 12 13 -1 -2 -16 -12 -9 -15
right_child=3 2 -4 -5 -6 7 -8 17 -10 10 16 -13 -14 18 15 -17 -18 -19 -20
leaf_value=0.00037751780312602143 -0.00025714476208951346 -0.0030249906002355535 0.00017945996917199434 -0.00059262176512655607 -0.0003209479900276538 0.00015774862254196552 -0.0003577202296460337 0.00016976628366290091 0.00080209038747873528 -0.00056932870835064054 -0.00017761156965955671 0.00041060687058663533 -0.00022685124884508831 -0.00019136735165472426 0.00041475844352080622 3.4466965107493216e-05 0.00029135590957023145 -4.1633573128915752e-05 3.9125523480604739e-05
leaf_weight=74 72 46 68 56 65 78 77 51 50 65 64 50 91 46 53 2523 51 77 51
leaf_count=74 72 46 68 56 65 78 77 51 50 65 64 50 91 46 53 2523 51 77 51
internal_value=0 -0.000228757 -0.00110638 2.12371e-05 3.27916e-05 4.07794e-05 2.27761e-05 0.000229218 0.00041584 -2.37399e-05 -0.000186191 6.73581e-05 0 0.00012356 3.41495e-05 4.26091e-05 2.32469e-05 3.62006e-05 -6.1741e-05
internal_weight=0 606 114 3102 3046 2981 2725 256 128 492 180 312 262 171 2648 2576 115 128 97
internal_count=3708 606 114 3102 3046 2981 2725 256 128 492 180 312 262 171 2648 2576 115 128 97
is_linear=0
shrinkage=0.0995203


Tree=9026
num_leaves=19
num_cat=0
split_feature=3 3 26 22 9 18 8 10 18 6 17 26 18 1 9 26 8 11
split_gain=0.00259313 0.00999215 0.0108101 0.00176408 0.000889903 0.00121394 0.000984894 0.000686467 0.000593758 0.000974978 0.000570646 0.000592552 0.00208929 0.00361055 0.00171981 0.000556432 0.000534917 0.000474564
threshold=0.084895000000000012 0.084685000000000024 -0.097259999999999999 0.13160500000000006 0.084595000000000017 -0.023444999999999997 -0.085499999999999993 0.089090000000000016 -0.011039999999999999 0.085570000000000021 0.6218950000000002 0.11746500000000003 0.090285000000000018 -0.076329999999999995 0.11296000000000002 0.11538500000000003 -0.081324999999999995 -0.37931999999999999
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 5 16 -6 10 -7 -10 11 15 14 -14 -13 17 -4 -2
right_child=3 -3 4 -5 6 8 -8 -9 9 -11 -12 12 13 -15 -16 -17 -18 -19
leaf_value=-0.0015070067775320084 -0.00026062901948184118 -0.0015120756127094568 0.00052632715705311871 -0.00053364398865712653 3.5353809610638105e-05 -0.00037971636276592667 0.00061212938773477744 -0.00028900718116850916 -0.00016764526305828375 0.00031357382160504104 -0.00026776325125069279 0.00017380256189087552 0.0010985259116142827 1.3491628863622971e-05 -0.00051646940020092348 -0.00029258238779365526 3.3857450229208527e-05 4.1231362629114066e-05
leaf_weight=48 52 53 47 56 73 69 53 65 159 56 59 104 54 73 54 52 48 2533
leaf_count=48 52 53 47 56 73 69 53 65 159 56 59 104 54 73 54 52 48 2533
internal_value=0 -0.000205856 -7.91865e-05 1.90973e-05 5.49062e-05 -1.92509e-05 0.000284463 2.95281e-05 -0.000124281 -3.84969e-05 3.67483e-05 4.31771e-05 0.000180035 0.000481291 -5.69321e-05 2.80754e-05 0.000286118 3.48424e-05
internal_weight=0 606 553 3102 505 379 126 3046 284 215 2981 2922 285 127 158 2637 95 2585
internal_count=3708 606 553 3102 505 379 126 3046 284 215 2981 2922 285 127 158 2637 95 2585
is_linear=0
shrinkage=0.0995203


Tree=9027
num_leaves=25
num_cat=0
split_feature=3 9 5 21 3 17 6 10 0 17 0 17 0 26 26 6 20 3 3 18 17 5 2 0
split_gain=0.00209573 0.00878333 0.0259129 0.000725063 0.000781764 0.00106812 0.000759123 0.000721026 0.000583192 0.000670154 0.000721505 0.000574202 0.00123686 0.00123361 0.000588574 0.0005132 0.000515749 0.0007336 0.000508608 0.000600932 0.000455086 0.000382589 0.000279577 0.000180082
threshold=0.084895000000000012 0.085525000000000032 -0.10586999999999999 0.11987500000000002 0.11125500000000002 -0.42168999999999995 -0.03252 0.08821500000000003 -0.014889999999999999 -0.55754499999999996 0.099665000000000017 -0.0064000000000000003 -0.086414999999999992 0.084495000000000028 0.088435000000000027 0.18123500000000006 -0.09638999999999999 0.10611500000000003 0.08400500000000001 -0.015069999999999998 -0.55157999999999996 -0.011514999999999999 0.097745000000000012 -0.097734999999999989
decision_type=2 2 2 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 7 -5 -6 23 8 15 -10 22 14 -13 -14 18 16 17 -2 19 -1 -18 -21 -11 -7
right_child=3 2 -4 4 5 6 -8 -9 9 10 -12 12 13 -15 -16 -17 20 -19 -20 21 -22 -23 -24 -25
leaf_value=0.00032975818156021975 5.8869175208517401e-05 0.00025082311458281427 -0.0027979997775938992 -0.00045172153206444066 0.00037352561531132396 -0.0001707631031462037 0.00012102856809351404 -0.00026923396263552843 0.00052808313611160055 0.00046045327194612707 -0.00011309709969044595 0.00011829403182200201 -2.1879287773153751e-05 -0.00076574250234115514 0.00039258571200194008 -0.00027558517632153735 -0.00028760228811142949 0.00052906059403713397 -0.00017047379663785896 0.00014373477128561802 2.7360596741924838e-05 -0.00025211438048212091 9.7479956352369441e-05 -0.00048304720006805518
leaf_weight=76 115 68 46 62 46 46 52 76 48 48 81 87 47 46 50 54 46 49 91 49 2279 46 50 50
leaf_count=76 115 68 46 62 46 46 52 76 48 48 81 87 47 46 50 54 46 49 91 49 2279 46 50 50
internal_value=0 -0.0001851 -0.000972223 1.7118e-05 -0.000142729 -3.97587e-05 -0.000173743 3.1784e-05 4.03385e-05 0.000193751 9.95246e-05 -1.05437e-06 -0.000144227 -0.000398614 7.89216e-05 2.63222e-05 3.32011e-05 0.000204345 1.59375e-05 0.000119926 2.0777e-05 -3.93225e-05 0.000283616 -0.000341939
internal_weight=0 606 114 3102 256 194 148 2846 2770 227 179 492 180 93 312 2543 2489 164 262 171 2325 95 98 96
internal_count=3708 606 114 3102 256 194 148 2846 2770 227 179 492 180 93 312 2543 2489 164 262 171 2325 95 98 96
is_linear=0
shrinkage=0.0995203


Tree=9028
num_leaves=10
num_cat=0
split_feature=18 11 22 11 8 8 8 9 3
split_gain=0.00705709 0.00110764 0.000845221 0.000722974 0.000697603 0.00129086 0.000716177 0.00107566 0.000614225
threshold=0.26473000000000008 -0.37931999999999999 0.13264000000000004 -0.11166 -0.068099999999999994 -0.065919999999999992 -0.070134999999999989 0.088770000000000029 0.13902500000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 -5 -7
right_child=-2 2 -4 4 5 8 -8 -9 -10
leaf_value=-0.00039263903639929625 0.0010261505648227981 0.00041100213325031111 -0.0003891172480310631 9.7510327784652915e-05 -0.00055074639900590217 -3.2432135226650756e-05 0.00040000088490814065 -5.2714639837075213e-05 0.00024112660764946534
leaf_weight=64 70 49 48 1464 46 1175 60 689 87
leaf_count=64 70 49 48 1464 46 1175 60 689 87
internal_value=0 1.70196e-05 2.44924e-05 3.02829e-05 2.47521e-05 -3.24649e-05 5.89403e-05 4.90553e-05 -1.29248e-05
internal_weight=0 3682 3618 3570 3521 1308 2213 2153 1262
internal_count=3752 3682 3618 3570 3521 1308 2213 2153 1262
is_linear=0
shrinkage=0.0995203


Tree=9029
num_leaves=22
num_cat=0
split_feature=18 30 9 9 0 26 18 8 18 18 17 0 0 17 5 5 9 0 0 9 9
split_gain=0.00572237 0.000967611 0.000580265 0.00114751 0.00180859 0.00108549 0.000843427 0.000840969 0.000802341 0.0013102 0.000708911 0.000609244 0.000887233 0.000723464 0.000590789 0.00133879 0.000441086 0.00338584 0.000526872 0.00113372 0.00081525
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decision_type=2 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 14 -6 -8 -10 11 13 -13 -7 -1 -16 17 -5 20 -20 -18
right_child=-2 -3 3 16 7 10 8 -9 9 -11 -12 12 -14 -15 15 -17 18 -19 19 -21 -22
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leaf_weight=53 70 46 85 46 48 51 64 64 54 965 51 113 349 120 52 418 53 62 46 431 511
leaf_count=53 70 46 85 46 48 51 64 64 54 965 51 113 349 120 52 418 53 62 46 431 511
internal_value=0 1.52815e-05 2.12347e-05 -3.02394e-05 -0.000252278 5.18472e-05 6.59824e-06 -0.000516055 -4.2977e-05 -2.06597e-05 0.000156893 0.000126418 0.000186078 -2.99805e-05 0.000110821 0.000147347 7.11745e-06 0.000198999 -1.20032e-05 -8.9627e-05 5.21953e-05
internal_weight=0 3682 3636 1346 197 2290 1606 112 1083 1019 684 633 462 171 523 470 1149 108 1041 477 564
internal_count=3752 3682 3636 1346 197 2290 1606 112 1083 1019 684 633 462 171 523 470 1149 108 1041 477 564
is_linear=0
shrinkage=0.0995203


Tree=9030
num_leaves=17
num_cat=0
split_feature=8 8 8 4 3 20 3 17 4 5 4 5 21 6 9 9
split_gain=0.00175158 0.00594983 0.00696629 0.000927976 0.00083087 0.000623344 0.000576723 0.00108584 0.000696506 0.00115326 0.000849934 0.00023929 0.000289049 0.00027525 0.000613853 0.000349984
threshold=-0.097249999999999989 -0.11187999999999999 -0.10337499999999999 0.13980000000000004 0.15537500000000004 0.14849500000000004 0.13213000000000005 -0.0046399999999999992 0.10533000000000002 -0.46244499999999994 0.10300500000000003 0.23074000000000006 0.10254500000000003 -0.083069999999999991 0.081095000000000014 -0.096659999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 5 6 8 -8 10 -10 -2 12 13 15 -15 -1
right_child=3 2 -4 -5 -6 -7 7 -9 9 -11 -12 -13 -14 14 -16 -17
leaf_value=0.00011958774363300896 7.0170745125132833e-06 0.0017700119265142017 0.00012316863203197295 -0.00038266301868165756 0.00041589609522344427 -0.00028862903591331024 0.00052219695291798719 -8.4887844611747541e-05 -0.0004792858774073193 -3.1422313068915526e-06 0.00040644359602628018 0.000243016101548649 -0.00018488061028512393 0.00033377678345841694 -4.1446924292316068e-05 -0.00019237279862006294
leaf_weight=60 2644 47 58 61 49 71 60 53 77 156 54 46 67 79 88 82
leaf_count=60 2644 47 58 61 49 71 60 53 77 156 54 46 67 79 88 82
internal_value=0 0.00019747 0.000868124 1.50239e-06 9.16761e-06 2.50682e-06 9.56638e-06 0.000230214 7.80372e-07 -0.000164008 1.5315e-05 2.86608e-05 2.59255e-07 4.30521e-05 0.000131152 -5.47935e-05
internal_weight=0 527 105 3225 3164 3115 3044 113 2931 233 2698 422 376 309 167 142
internal_count=3752 527 105 3225 3164 3115 3044 113 2931 233 2698 422 376 309 167 142
is_linear=0
shrinkage=0.0995203


Tree=9031
num_leaves=22
num_cat=0
split_feature=3 26 26 27 17 20 2 3 26 20 3 4 20 3 20 3 9 2 17 17 17
split_gain=0.00135762 0.00664137 0.000818225 0.000948994 0.000625008 0.000663886 0.00160445 0.00113145 0.00102172 0.000536849 0.000551375 0.000967621 0.000538252 0.00130803 0.00107425 0.000502525 0.0014997 0.0012083 0.000413447 0.000846522 0.000731136
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decision_type=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 9 -1 6 8 -8 -6 10 12 -12 14 -14 -4 18 17 -17 19 -7 -20
right_child=2 -3 3 -5 5 15 7 -9 -10 -11 11 -13 13 -15 -16 16 -18 -19 20 -21 -22
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leaf_weight=53 90 84 183 64 67 499 65 71 56 81 79 66 52 1396 78 48 57 59 70 54 480
leaf_count=53 90 84 183 64 67 499 65 71 56 81 79 66 52 1396 78 48 57 59 70 54 480
internal_value=0 9.35408e-05 -2.67735e-05 -1.31303e-05 4.71238e-05 3.48645e-05 -0.000109147 -0.000346524 0.000146663 -2.59959e-05 -1.45726e-05 0.000170895 -3.07877e-05 -5.48655e-05 9.96571e-05 6.49494e-05 0.000228565 0.000450395 3.988e-05 -1.96518e-05 0.000101225
internal_weight=0 1663 2089 1999 1579 1526 259 136 123 1935 1854 145 1709 1448 261 1267 164 107 1103 553 550
internal_count=3752 1663 2089 1999 1579 1526 259 136 123 1935 1854 145 1709 1448 261 1267 164 107 1103 553 550
is_linear=0
shrinkage=0.0995203


Tree=9032
num_leaves=19
num_cat=0
split_feature=19 18 18 29 20 9 21 1 5 9 9 18 18 3 5 5 5 0
split_gain=0.00675769 0.00142076 0.0134943 0.000741732 0.000621214 0.000617213 0.000912368 0.000831145 0.000563577 0.000834647 0.000611385 0.000502214 0.000610418 0.000992132 0.00055217 0.00114853 0.00113475 5.11774e-05
threshold=0.14071500000000006 -0.091869999999999993 -0.093130000000000004 0.093650000000000025 -0.097019999999999995 0.08951000000000002 0.084095000000000017 -0.089819999999999997 0.51100000000000012 0.097680000000000031 0.093425000000000022 -0.09053499999999999 -0.086894999999999986 0.088285000000000016 -0.0070049999999999999 -0.010764999999999999 -0.0047599999999999995 -0.082885
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 -1 6 7 -6 10 -10 -7 -3 13 17 15 -14 -16 -13
right_child=-2 3 -4 -5 5 8 -8 -9 9 -11 -12 12 14 -15 16 -17 -18 -19
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leaf_weight=60 46 49 49 77 131 60 86 61 61 55 78 46 1893 67 54 145 663 46
leaf_count=60 46 49 49 77 131 60 86 61 61 55 78 46 1893 67 54 145 663 46
internal_value=0 3.63271e-05 0.000171035 7.65391e-06 3.82511e-05 7.36928e-05 0.000176668 5.11603e-05 -3.57893e-05 -0.000199812 9.61531e-05 0 5.04211e-06 0.000194792 -5.61182e-06 2.0495e-05 -8.09597e-05 -8.69134e-06
internal_weight=0 3681 641 3040 592 532 278 192 254 116 138 2963 2914 159 2755 2038 717 92
internal_count=3727 3681 641 3040 592 532 278 192 254 116 138 2963 2914 159 2755 2038 717 92
is_linear=0
shrinkage=0.0995203


Tree=9033
num_leaves=19
num_cat=0
split_feature=17 8 18 18 26 8 9 1 26 8 8 17 20 9 26 18 8 1
split_gain=0.0024156 0.00760839 0.0011045 0.0110181 0.000761802 0.000698037 0.00129737 0.00205814 0.00103205 0.000984085 0.00077916 0.000783055 0.000487032 0.000553324 0.000832762 0.000825607 0.00058765 0.000517712
threshold=0.51544000000000012 -0.077889999999999987 -0.091869999999999993 -0.093130000000000004 -0.231015 -0.050299999999999997 0.11351500000000002 0.5074550000000001 0.11991000000000003 -0.064125000000000001 -0.068099999999999994 0.42451000000000011 -0.097019999999999995 0.090695000000000012 -0.084599999999999995 -0.14624999999999996 -0.073439999999999991 0.05340000000000001
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 12 -4 9 7 8 -7 10 11 -6 -1 14 -14 -16 -15 -18
right_child=1 -3 4 -5 5 6 -8 -9 -10 -11 -12 -13 13 16 15 -17 17 -19
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leaf_weight=60 70 62 81 49 1870 585 78 49 49 89 78 64 47 48 83 173 126 66
leaf_count=60 70 62 81 49 1870 585 78 49 49 89 78 64 47 48 83 173 126 66
internal_value=0 0.000464989 3.08238e-05 0.000148062 4.57243e-06 -3.66321e-06 -8.55776e-05 -4.03521e-05 -8.94994e-05 2.56172e-05 1.0872e-05 2.37017e-05 3.00551e-05 6.09881e-05 0.000151077 7.66389e-05 -4.93384e-05 -0.000130052
internal_weight=0 132 3595 652 2943 2862 761 683 634 2101 2012 1934 603 543 303 256 240 192
internal_count=3727 132 3595 652 2943 2862 761 683 634 2101 2012 1934 603 543 303 256 240 192
is_linear=0
shrinkage=0.0995203


Tree=9034
num_leaves=28
num_cat=0
split_feature=18 18 1 0 1 18 8 0 1 5 18 18 1 18 6 18 4 6 6 18 6 6 29 5 1 5 4
split_gain=0.00157729 0.0102065 0.00175391 0.00707339 0.000868165 0.00172021 0.000864493 0.00129822 0.000896598 0.000703939 0.00072325 0.00133914 0.000719828 0.00114205 0.000934091 0.000772177 0.00060608 0.000991091 0.000630616 0.000606472 0.000580622 0.00138976 0.000496762 0.000429101 0.00108111 0.00095452 0.000357007
threshold=-0.020389999999999998 -0.025879999999999997 -0.089819999999999997 -0.08176499999999999 -0.085349999999999995 -0.042474999999999999 -0.078414999999999999 -0.082794999999999994 -0.07002499999999999 -0.0024199999999999998 -0.014319999999999999 -0.011569999999999999 -0.049499999999999995 0.15374500000000005 -0.045589999999999999 0.087065000000000017 0.087155000000000024 0.08463500000000003 0.090845000000000023 -0.13579499999999997 0.08846500000000003 0.087455000000000019 0.093650000000000025 -0.049719999999999993 -0.083284999999999984 -0.068984999999999991 0.079225000000000018
decision_type=2 2 2 2 2 2 2 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 -4 6 7 -6 -8 10 -2 -12 13 15 -14 26 17 -5 -19 -18 21 22 -13 25 -25 -22 -11
right_child=9 -3 4 16 5 -7 8 -9 -10 12 11 20 14 -15 -16 -17 19 18 -20 -21 23 -23 -24 24 -26 -27 -28
leaf_value=0.0010982030801357854 -0.00035385361848166389 0.0014795752898821178 -0.00032629446101054271 0.00052752091897805909 -1.7091915385999822e-05 0.00052592373080587965 -0.0005153510340283029 0.00037075498685362702 -5.267257995318661e-05 -9.457702749037235e-05 0.00050495705861737842 9.6591149509259347e-06 -0.00015330431298922893 -0.00060066678406993064 0.00040584535963682629 0.00018045218032199852 -0.00039717519973865313 -0.00025270812366063456 0.00020664859504768276 3.2198340574787311e-05 -0.00011440124356617304 0.00056955367006641337 0.00032187733205054687 2.8829389463515743e-05 -0.00060603683184930635 0.00030510553573608919 -0.00045044459957831
leaf_weight=78 51 53 74 51 279 64 47 121 418 77 56 1255 75 63 48 61 50 53 67 85 280 48 53 53 49 66 52
leaf_count=78 51 53 74 51 279 64 47 121 418 77 56 1255 75 63 48 61 50 53 67 85 280 48 53 53 49 66 52
internal_value=0 0.000123388 7.0975e-05 0.000251854 9.08795e-07 2.78536e-05 -8.05152e-06 9.81852e-05 -0.000101198 -9.28372e-06 1.48223e-05 2.53713e-05 -0.000133978 -0.000230667 5.8245e-05 -0.000103674 3.34431e-05 0.000159974 0 -0.000120765 1.00301e-05 4.28891e-05 2.2936e-05 -8.75996e-05 -0.00026813 -3.20137e-05 -0.000244374
internal_weight=0 1440 1387 384 1003 929 865 400 465 2287 1911 1860 376 253 123 190 306 171 120 135 1804 1356 1308 448 102 346 129
internal_count=3727 1440 1387 384 1003 929 865 400 465 2287 1911 1860 376 253 123 190 306 171 120 135 1804 1356 1308 448 102 346 129
is_linear=0
shrinkage=0.0995203


Tree=9035
num_leaves=21
num_cat=0
split_feature=19 2 8 8 26 0 1 9 2 8 2 5 8 0 6 1 6 4 9 9
split_gain=0.00547417 0.000955864 0.00312004 0.00992527 0.00155498 0.00154271 0.00295283 0.00347501 0.00132646 0.00118561 0.000858353 0.000783917 0.000714429 0.000892958 0.000707502 0.000885295 0.000702508 0.000652993 0.000590503 0.000536451
threshold=0.14071500000000006 -0.086050000000000001 -0.080835000000000004 -0.082584999999999992 -0.22971 -0.085684999999999997 -0.090104999999999991 0.084435000000000024 -0.087444999999999995 -0.07743499999999999 -0.089549999999999991 -0.015214999999999999 0.0073150000000000012 -0.069569999999999993 0.13225500000000004 -0.047889999999999995 0.11884000000000002 0.10801000000000002 0.11640000000000002 0.098465000000000011
decision_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 8 -7 -8 11 -4 17 -1 14 -14 16 -16 18 19 -6 -11
right_child=-2 4 9 -5 12 6 7 -9 -10 10 -12 -13 13 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.00011280488418219781 0.0011169481817961736 0.00050415142263990191 -0.00053114234535959559 0.0014429352526597534 -1.3032515025852457e-05 -0.00027692313194692392 0.0012450443144441058 8.1388350251060225e-05 -0.00053225128292772321 -7.3955561462065486e-05 0.00039660403944907281 0.00033774946501686804 3.4040644231732872e-06 -0.00059333539294631964 -0.00058708536468843136 2.0824000884878538e-06 0.00037285512090729015 -0.0004014900776152711 0.00026338784714605563 0.00021160277995502404
leaf_weight=94 46 58 47 65 2376 50 50 55 48 277 47 63 47 47 46 50 50 47 79 85
leaf_count=94 46 58 47 65 2376 50 50 55 48 277 47 63 47 47 46 50 50 47 79 85
internal_value=0 2.39128e-05 0.000111302 0.000310117 -5.24765e-06 0.000103306 0.000341177 0.000643307 -7.25537e-05 -5.50553e-05 -4.18962e-06 6.27767e-05 -1.65144e-05 -0.000286257 -6.45114e-06 -0.0002717 3.38729e-06 -5.22482e-05 -3.80406e-06 -4.64315e-06
internal_weight=0 3681 928 425 2753 360 155 105 205 503 456 157 2695 94 2601 96 2505 409 2455 362
internal_count=3727 3681 928 425 2753 360 155 105 205 503 456 157 2695 94 2601 96 2505 409 2455 362
is_linear=0
shrinkage=0.0995203


Tree=9036
num_leaves=22
num_cat=0
split_feature=17 3 9 5 22 0 17 0 3 3 18 8 18 21 20 5 6 6 26 18 3
split_gain=0.00845457 0.00425872 0.0136312 0.0434056 0.00117622 0.000961764 0.000820711 0.00161401 0.000921177 0.00177135 0.00293488 0.00120406 0.000757839 0.000656617 0.0006261 0.000512191 0.000834681 0.000797624 0.000669407 0.000492188 0.000369568
threshold=-0.57205499999999987 0.08544000000000003 0.08488500000000003 -0.0098949999999999993 0.13264000000000004 -0.11239999999999999 0.51292000000000015 -0.077945 0.087925000000000017 0.087515000000000023 -0.013125 -0.072559999999999999 0.084405000000000022 0.15372000000000005 -0.0078249999999999986 -0.0087549999999999989 0.086275000000000032 0.087575000000000028 0.085300000000000029 -0.088184999999999999 0.09482500000000002
decision_type=2 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 6 -2 8 20 9 11 -11 -3 -4 14 -10 17 19 18 -7 -17 -8
right_child=1 4 3 -5 -6 15 7 -9 13 10 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=0.001306840369200736 -0.00035292178802291707 -0.00011679211079354303 -8.1258525424529216e-05 0.0035558285600337017 -0.00050707079549329795 0.00017311733825510644 -0.00018462931439449585 -0.00064744883874581804 9.2305940010402787e-05 -0.0010616905731454056 2.2751949620217513e-05 0.00033701624687265165 0.00037808524402104578 -0.00030864005049662538 -1.295569976181956e-05 0.00025559326497192692 -0.00045932661207507181 0.00047356835067187284 -0.00017543551226725131 -0.00017028587172861895 0.0002051065150093525
leaf_weight=52 74 307 87 48 49 138 47 59 980 48 48 71 58 57 1279 54 47 51 89 52 49
leaf_count=52 74 307 87 48 49 138 47 59 980 48 48 71 58 57 1279 54 47 51 89 52 49
internal_value=0 2.83758e-05 0.000249845 0.000961344 -2.29825e-05 -2.04534e-05 -1.46501e-05 -0.000237593 -1.97101e-06 -0.000128644 -0.000510942 -2.93873e-05 9.68333e-05 2.36009e-05 3.23466e-05 3.473e-05 -0.000108766 0.000116649 3.28538e-05 3.89486e-05 5.771e-06
internal_weight=0 3692 698 193 2994 505 2945 155 2790 474 96 378 145 2316 2259 431 153 278 227 106 96
internal_count=3744 3692 698 193 2994 505 2945 155 2790 474 96 378 145 2316 2259 431 153 278 227 106 96
is_linear=0
shrinkage=0.0995203


Tree=9037
num_leaves=20
num_cat=0
split_feature=1 3 9 18 19 0 22 3 3 18 20 20 20 5 4 0 0 18 5
split_gain=0.00744144 0.00363491 0.0109372 0.0373597 0.00119523 0.000789741 0.000730542 0.00065818 0.00123144 0.00227433 0.000686976 0.00130318 0.000693791 0.000642972 0.000674778 0.000633498 0.000393124 0.000360025 0.000548775
threshold=-0.55579999999999996 0.08544000000000003 0.08488500000000003 -0.008179999999999998 0.14107000000000006 -0.11239999999999999 0.13240000000000005 0.087925000000000017 0.087515000000000023 -0.013125 -0.0078249999999999986 -0.01137 -0.000135 -0.088604999999999989 0.10398500000000002 -0.080884999999999999 -0.092134999999999995 -0.093649999999999997 -0.0087549999999999989
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 6 -2 7 8 15 -10 11 -9 -12 14 -5 -3 -7 -18 -19
right_child=1 4 3 13 -6 16 -8 10 9 -11 12 -13 -14 -15 -16 -17 17 18 -20
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leaf_weight=52 80 332 47 49 47 50 46 1015 49 49 60 46 1302 50 49 58 48 231 84
leaf_count=52 80 332 47 49 47 50 46 1015 49 49 60 46 1302 50 49 58 48 231 84
internal_value=0 2.47953e-05 0.00023124 0.000862248 -2.22138e-05 -1.66867e-05 -1.40149e-05 -7.51008e-06 -0.000113136 -0.000429202 1.34254e-05 7.37044e-05 -3.29309e-05 8.03008e-05 0.000232407 -3.1615e-05 3.69881e-05 0 -3.77366e-05
internal_weight=0 3692 688 195 3004 493 2957 2911 488 98 2423 1061 1362 148 98 390 413 363 315
internal_count=3744 3692 688 195 3004 493 2957 2911 488 98 2423 1061 1362 148 98 390 413 363 315
is_linear=0
shrinkage=0.0995203


Tree=9038
num_leaves=22
num_cat=0
split_feature=18 18 18 0 0 0 20 8 0 2 20 18 9 19 2 17 17 9 18 20 0
split_gain=0.0071737 0.00156557 0.0145677 0.000997215 0.00925519 0.001337 0.000949828 0.000673487 0.000792085 0.000641728 0.000626719 0.000835691 0.000673953 0.000560957 0.00114464 0.000530099 0.000604984 0.000664051 0.000619717 0.000529818 0.000518533
threshold=0.31690500000000005 -0.094939999999999997 -0.097709999999999991 -0.085794999999999996 -0.086474999999999996 -0.085474999999999982 0.0040650000000000018 -0.00076499999999999995 -0.067839999999999998 -0.095204999999999998 -0.0065649999999999997 -0.019539999999999998 -0.087554999999999994 0.0069650000000000016 -0.078244999999999995 0.51292000000000015 0.10178500000000003 0.11408000000000003 -0.077844999999999998 -0.060199999999999997 -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
left_child=1 2 6 4 10 -5 7 13 -9 -10 12 -12 -3 14 -1 16 17 -7 -18 -14 -13
right_child=-2 3 -4 5 -6 15 -8 8 9 -11 11 20 19 -15 -16 -17 18 -19 -20 -21 -22
leaf_value=4.3178439176673251e-05 0.001246621993191966 -0.00020370942739584788 0.0017784348937735673 -0.00056507736206568124 0.0011243713984952163 -3.3387958480148512e-05 -0.00034625074411019299 -0.00032325310966180727 0.00038000725192158843 -8.245126854395926e-05 -0.00037564366071090178 -6.6905122075940188e-05 4.030794354809015e-05 -5.8433735827406799e-05 0.00055305305952900289 -0.00027978900390289029 -0.00017713221701341818 -0.0003029664278439836 0.00020142574345739645 0.00025501889733892114 0.00023270761563356761
leaf_weight=106 48 82 51 50 76 1245 63 76 46 79 81 492 447 69 79 88 53 99 191 159 64
leaf_count=106 48 82 51 50 76 1245 63 76 46 79 81 492 447 69 79 88 53 99 191 159 64
internal_value=0 2.15794e-05 0.000173468 -5.79706e-06 5.62902e-05 -5.66678e-05 1.38699e-05 6.55319e-05 -6.76644e-05 8.11845e-05 -4.35552e-06 -7.60615e-05 6.08452e-05 0.000174158 0.000265334 -4.1012e-05 -2.72645e-05 -5.38544e-05 0.000115843 9.79939e-05 -3.0945e-05
internal_weight=0 3696 569 3127 1401 1726 518 455 201 125 1325 637 688 254 185 1676 1588 1344 244 606 556
internal_count=3744 3696 569 3127 1401 1726 518 455 201 125 1325 637 688 254 185 1676 1588 1344 244 606 556
is_linear=0
shrinkage=0.0995203


Tree=9039
num_leaves=22
num_cat=0
split_feature=17 1 17 18 0 17 23 19 26 6 2 9 1 1 26 26 26 17 0 18 18
split_gain=0.00603721 0.00194598 0.00691087 0.0212226 0.0341332 0.000736348 0.000708185 0.000735704 0.000666735 0.00149724 0.00166552 0.00109538 0.000542689 0.00117575 0.000549056 0.00104597 0.000611853 0.000534768 0.000542784 0.000509293 0.000463261
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=52 113 1027 46 81 63 53 51 46 53 49 47 66 699 86 67 67 498 49 74 49 408
leaf_count=52 113 1027 46 81 63 53 51 46 53 49 47 66 699 86 67 67 498 49 74 49 408
internal_value=0 1.84825e-05 0.000129384 0.000456565 0.00164383 -5.95544e-05 -2.83878e-05 -2.0672e-05 1.65976e-05 0.000167389 -5.93098e-05 -0.000130677 -1.30559e-05 -6.2979e-05 2.99133e-05 8.51741e-05 -4.35577e-05 -2.88415e-05 -5.60188e-05 -3.38488e-05 -9.29071e-05
internal_weight=0 3692 1102 405 109 697 2590 2539 296 149 96 147 2493 1162 1331 766 565 644 595 1076 521
internal_count=3744 3692 1102 405 109 697 2590 2539 296 149 96 147 2493 1162 1331 766 565 644 595 1076 521
is_linear=0
shrinkage=0.0995203


Tree=9040
num_leaves=42
num_cat=0
split_feature=1 1 5 0 1 1 17 0 0 1 0 3 3 5 3 17 4 0 29 20 1 17 3 0 1 17 21 17 5 20 3 6 3 3 5 0 0 4 17 20 20
split_gain=0.00224948 0.00112289 0.00265333 0.00258086 0.00100386 0.000917005 0.00362278 0.0222249 0.00128565 0.00092407 0.00398336 0.000897936 0.00163244 0.00166304 0.00140621 0.000850554 0.000703111 0.00119934 0.00109296 0.00218664 0.000981917 0.000677792 0.00118067 0.000666273 0.000648174 0.000716403 0.000615236 0.00119981 0.000537865 0.000450085 0.000427055 0.00105023 0.000803906 0.000744314 0.000935674 0.000585863 0.00135196 0.000325791 0.000422782 0.000277573 3.30819e-05
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=86 109 54 48 46 82 46 47 47 64 47 46 63 48 80 248 64 47 64 48 101 107 132 137 46 64 73 57 783 74 62 49 49 60 52 71 51 60 63 161 48 47
leaf_count=86 109 54 48 46 82 46 47 47 64 47 46 63 48 80 248 64 47 64 48 101 107 132 137 46 64 73 57 783 74 62 49 49 60 52 71 51 60 63 161 48 47
internal_value=0 -0.00013391 -0.000388501 -5.97734e-05 -8.85112e-05 4.07384e-05 0.0001136 0.000459058 -4.38919e-06 5.55905e-05 0.000330321 -0.000130002 -8.20509e-05 -0.000143996 -4.95678e-05 -0.000322811 1.38984e-05 9.99147e-05 -8.47769e-05 -0.000202687 -5.87075e-05 4.11294e-05 0.000170617 -1.63808e-05 2.5279e-05 0.000226887 -4.93704e-06 -2.75647e-05 0.00015792 -8.88102e-05 -3.69874e-05 -0.000111971 4.27436e-05 3.35919e-05 -7.25296e-05 -0.00030359 -0.000430265 -1.8736e-05 -7.82374e-05 -0.000205677 0.000168184
internal_weight=0 996 148 94 848 2735 1053 234 1682 1134 110 548 485 437 357 150 819 442 377 256 208 395 201 188 1024 137 887 830 121 194 698 365 333 205 153 160 111 284 221 95 93
internal_count=3731 996 148 94 848 2735 1053 234 1682 1134 110 548 485 437 357 150 819 442 377 256 208 395 201 188 1024 137 887 830 121 194 698 365 333 205 153 160 111 284 221 95 93
is_linear=0
shrinkage=0.0995203


Tree=9041
num_leaves=26
num_cat=0
split_feature=1 1 3 3 8 3 5 0 6 0 6 17 6 17 8 8 21 19 29 0 17 17 4 8 0
split_gain=0.00184031 0.0052746 0.0210661 0.00124881 0.00207045 0.00166256 0.00149104 0.00180758 0.00112487 0.000865409 0.001174 0.00078313 0.000726836 0.000675422 0.000577909 0.00089779 0.000572275 0.000540527 0.000508051 0.000599478 0.000771564 0.000433453 0.000382161 0.00222213 0.000995354
threshold=0.039665000000000013 0.067120000000000027 0.093615000000000018 0.08544000000000003 -0.088304999999999995 0.084735000000000019 -0.011964999999999998 -0.084665000000000004 0.08481000000000001 -0.087504999999999986 0.085285000000000014 -0.56005499999999986 0.08481000000000001 -0.091869999999999993 0.10649000000000002 1.0000000180025095e-35 0.12329000000000002 0.13767000000000004 0.075910000000000019 0.12433000000000002 -0.54192999999999991 -0.45791500000000002 0.10533000000000002 -0.013304999999999999 -0.19126499999999999
decision_type=2 2 2 2 2 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 6 8 -8 -6 12 -11 -5 -1 -9 15 16 22 18 19 20 -13 -4 23 -3 -24
right_child=1 14 21 11 5 -7 7 13 -10 10 -12 17 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 -26
leaf_value=0.00010669509620563479 0.0022706077457616447 -3.2469348692059009e-05 0.00014904786522791088 -0.00029894001156655076 -0.00020559077265607268 -0.00069515176196209181 -0.00084466825560533889 -0.00037973099404829913 0.00041316982639452314 -3.4239748980311862e-05 0.00065770658253610159 -0.00027374233198495043 -0.00039952486472433836 0.00013774886426918024 -0.00027181867952060548 0.00044554286194581865 -0.00027808860743231442 -0.00032278468620697992 -0.00029822436986163311 0.00029467792106262328 1.9616427602735314e-05 -0.00019719054928753806 -0.00047053354199032017 0.00072400528377324482 3.000899543994854e-05
leaf_weight=62 53 185 61 90 63 90 57 51 53 47 46 93 49 46 74 46 70 50 52 74 1912 83 47 48 229
leaf_count=62 53 185 61 90 63 90 57 51 53 47 46 93 49 46 74 46 70 50 52 74 1912 83 47 48 229
internal_value=0 0.000119046 0.000573946 -4.45372e-05 -0.000177179 -0.000321146 -0.000193445 -0.000397246 7.00617e-05 7.28676e-05 0.000299211 -1.12353e-05 -0.000109396 -0.000125889 -7.98769e-06 2.19401e-05 -1.03002e-05 2.61603e-07 8.22545e-06 1.62841e-05 5.60096e-06 -4.48352e-05 2.4919e-05 0.000119858 -5.22624e-05
internal_weight=0 896 197 2835 564 360 270 154 116 204 93 2271 111 97 699 625 579 2181 2131 2079 2005 144 509 233 276
internal_count=3731 896 197 2835 564 360 270 154 116 204 93 2271 111 97 699 625 579 2181 2131 2079 2005 144 509 233 276
is_linear=0
shrinkage=0.0995203


Tree=9042
num_leaves=29
num_cat=0
split_feature=3 6 6 6 3 6 5 17 19 9 5 0 6 17 9 29 20 20 3 3 2 5 4 9 2 2 17 2
split_gain=0.00151257 0.00167666 0.0118421 0.000912074 0.000849589 0.000988044 0.000884621 0.000732033 0.000772944 0.000808912 0.000708145 0.000724968 0.000691687 0.00126511 0.000658654 0.000650609 0.000576639 0.00240912 0.000810522 0.000814694 0.00060286 0.000874993 0.0011984 0.000871633 0.000547445 0.000528651 0.00048506 0.000358886
threshold=0.08544000000000003 -0.092034999999999992 -0.093749999999999986 -0.088444999999999982 0.084735000000000019 0.08481000000000001 -0.011964999999999998 -0.56005499999999986 0.14023500000000003 -0.093949999999999992 -0.0078499999999999976 -0.0033699999999999997 0.084985000000000019 0.056905000000000011 0.11351500000000002 -0.027829999999999997 -1.0000000180025095e-35 -0.011044999999999999 0.088055000000000022 0.09940000000000003 -0.037414999999999997 -0.47386999999999996 0.11496500000000003 0.099330000000000016 -0.082174999999999984 -0.086254999999999984 -0.011174999999999999 -0.083344999999999989
decision_type=2 2 2 2 2 2 2 2 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 26 6 -6 12 -5 9 -9 -8 25 13 15 -11 -1 17 18 -2 -20 23 -22 -23 27 -17 -12 -3 -18
right_child=1 3 -4 7 5 -7 10 8 -10 14 11 -13 -14 -15 -16 24 20 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29
leaf_value=7.8547383641516957e-05 -0.00034732985131718624 -0.00052178180256858453 0.0016870421807393412 -0.00028108851393879449 -0.00071810142331126534 -0.00014403577597784108 -0.00047815744003550299 -0.00031463809047988569 -0.00039255434062996373 1.4545636282011953e-05 -0.00015370356432690499 -0.00040807297239791836 0.00025960763778944937 0.00038934820252302247 0.00023078497556952679 -0.00013532491299789282 -0.00023359464805644081 0.00077647947779398564 0.00035131757918775757 -5.985057236687373e-05 -0.00046649816249248678 -0.00036811616146569627 0.00021852392906251226 0.00042840887872260317 -0.00056865178148818405 0.00029725673586458913 -6.0851455820472151e-05 0.00012817721974121908
leaf_weight=62 47 52 47 89 50 85 78 69 46 1874 55 51 89 48 152 85 55 51 82 108 60 57 87 56 50 47 48 51
leaf_count=62 47 52 47 89 50 85 78 69 46 1874 55 51 89 48 152 85 55 51 82 108 60 57 87 56 50 47 48 51
internal_value=0 2.56267e-05 0.000160671 -1.46512e-05 -0.000136639 -0.000362717 -8.11719e-05 -1.09713e-06 1.01596e-05 1.93927e-05 -0.000231209 -9.99631e-05 2.01453e-05 -6.35018e-05 3.1173e-05 -0.000177996 4.9726e-05 0.000155561 1.84912e-05 0.000113292 -3.13172e-05 -0.000146867 -8.00292e-06 0.000109137 -0.00030188 4.60662e-05 -0.000308722 -5.18117e-05
internal_weight=0 3031 701 2330 700 135 565 2230 2141 2095 231 153 334 245 2026 197 654 288 237 190 366 204 144 162 135 102 100 106
internal_count=3731 3031 701 2330 700 135 565 2230 2141 2095 231 153 334 245 2026 197 654 288 237 190 366 204 144 162 135 102 100 106
is_linear=0
shrinkage=0.0995203


Tree=9043
num_leaves=28
num_cat=0
split_feature=3 3 0 8 8 17 0 26 17 0 8 8 27 26 8 6 8 19 18 8 0 8 8 2 18 3 0
split_gain=0.00124065 0.0021739 0.0104089 0.00131481 0.00161854 0.000853948 0.000869937 0.000819471 0.000722093 0.000666028 0.000950447 0.000684373 0.000657698 0.000628315 0.00105055 0.000718679 0.000524308 0.000464084 0.000430676 0.000530655 0.0017406 0.00041899 0.00228302 0.000382552 0.000366943 0.000322146 1.99876e-05
threshold=0.086895000000000014 0.08920500000000002 -0.095339999999999994 -0.086589999999999986 -0.085605000000000001 0.067035000000000025 0.019150000000000004 0.08401500000000002 -0.56005499999999986 -0.083885000000000001 -0.085385000000000003 -0.083849999999999994 -0.092839999999999992 0.087745000000000031 -0.08237499999999999 0.085570000000000021 -0.087844999999999993 0.13961000000000004 -0.010395 -0.094139999999999988 -0.086944999999999995 -0.013304999999999999 -0.0024749999999999998 -0.080555000000000002 -0.082654999999999992 0.088385000000000033 -0.08892499999999999
decision_type=2 2 2 2 2 2 2 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 6 13 -4 -3 10 -9 -11 -10 15 -15 -6 18 21 26 23 -21 24 -23 -20 -14 -13 -1
right_child=1 8 7 4 5 -7 -8 9 12 11 -12 25 17 14 -16 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28
leaf_value=-0.00011313996933495169 0.0013430034476457702 -0.00031129344081503148 0.00031017618334319388 -0.00074561638448084218 -0.00018122213543225152 0.0001531543543547392 -0.00056132330243986186 -0.00041776770573804405 -0.00036164032044013204 0.00041154446536730981 4.5641196317006311e-05 -0.00015523499361879081 8.6598430233057635e-05 -0.00069973495955397212 -1.9302516754104313e-05 0.00015462475047443199 0.00032164953427696064 -0.00030141517165944303 5.456846333606761e-05 0.00066019319648554192 -8.6563487277306508e-05 0.00071598125213363415 2.3126494288290496e-05 -0.00027847863244472617 -3.7450332072349913e-05 0.00016716838640758422 -0.00026244444351650024
leaf_weight=46 70 77 85 50 180 77 59 83 49 50 87 75 291 47 48 95 54 47 78 50 77 52 535 57 1215 51 46
leaf_count=46 70 77 85 50 180 77 59 83 49 50 87 75 291 47 48 95 54 47 78 50 77 52 535 57 1215 51 46
internal_value=0 2.94165e-05 0.000217103 -0.000101646 -0.000201417 -0.000146025 -0.000201632 3.23431e-05 -1.17188e-05 -3.35448e-05 -0.000175796 9.92057e-05 -8.0702e-07 -0.000142063 -0.000364555 -6.22255e-05 3.23095e-05 7.07252e-06 -9.51463e-06 5.30867e-05 0.000200989 1.4391e-05 8.58984e-05 -7.99876e-05 -1.29372e-05 -1.82413e-05 -0.00019669
internal_weight=0 2767 501 964 556 506 429 431 2266 346 170 176 2189 370 95 275 408 2140 354 262 127 2093 587 135 1506 126 92
internal_count=3731 2767 501 964 556 506 429 431 2266 346 170 176 2189 370 95 275 408 2140 354 262 127 2093 587 135 1506 126 92
is_linear=0
shrinkage=0.0995203


Tree=9044
num_leaves=28
num_cat=0
split_feature=3 3 26 17 18 18 2 17 21 3 9 4 8 3 3 2 18 2 26 9 18 17 8 20 9 2 4
split_gain=0.00223622 0.0137668 0.0101662 0.000667605 0.000615285 0.00225736 0.00342001 0.000992816 0.000586398 0.00107584 0.000930103 0.00308079 0.00110192 0.000651331 0.00110756 0.000525498 0.000978791 0.000941335 0.000846389 0.000450253 0.00113217 0.0010479 0.000759163 0.000490878 0.000864443 0.00057818 0.000281158
threshold=0.085545000000000024 0.085295000000000024 -0.100565 0.10932500000000002 -0.040349999999999997 -0.013734999999999999 -0.082404999999999992 -0.55286000000000002 0.087625000000000022 0.089655000000000026 0.11351500000000002 0.14068000000000006 -0.088304999999999995 0.092635000000000023 0.09482500000000002 -0.087444999999999995 -0.0047450000000000001 -0.086050000000000001 0.088115000000000013 0.084345000000000017 -0.089929999999999996 -0.14051499999999997 -0.085764999999999994 -0.077044999999999988 0.097200000000000022 -0.079844999999999985 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 2 2 2 2 2
left_child=1 2 -1 15 7 6 -6 -2 10 -10 11 12 -7 -11 -15 16 -4 -17 -19 20 21 -9 -21 25 -25 -24 -23
right_child=4 -3 3 -5 5 8 -8 19 9 13 -12 -13 -14 14 -16 17 -18 18 -20 22 -22 26 23 24 -26 -27 -28
leaf_value=-0.0015172383859375393 0.00039944299930133912 -0.0017290547672894939 -0.00041143236295928019 0.00029605896397922281 2.1511796893182486e-05 -0.00013883830653239922 -0.00087357756605240531 0.0002924866537025378 -0.00050938185915440381 0.00019838005470122183 -0.00030442587466607106 0.00084727419066271984 8.90382943289844e-05 -0.00055910875326972709 -4.8227463310654318e-05 0.00041493809704404826 9.6107124100800742e-05 4.0104540867915587e-05 -0.00039092387361097571 -0.0003672947335204886 0.00048886290621490646 -0.00039856923889093268 3.3562230099550092e-05 2.8366415930652166e-05 -0.00026043613258387992 0.00040613927583014927 -2.8966622919530343e-05
leaf_weight=46 71 55 83 74 86 315 80 68 57 85 78 46 628 47 459 56 65 294 53 58 65 46 180 379 139 56 46
leaf_count=46 71 55 83 74 86 315 80 68 57 85 78 46 628 47 459 56 65 294 53 58 65 46 180 379 139 56 46
internal_value=0 -0.000214542 -8.91819e-05 1.46134e-05 -1.94052e-05 -5.42427e-05 -0.000404925 3.8998e-05 -1.98217e-05 -9.47618e-05 2.49229e-05 5.17256e-05 1.20502e-05 -5.33879e-05 -9.72988e-05 -2.16994e-05 -0.000182995 3.55045e-05 -2.33707e-05 1.35301e-05 0.000138577 0 -2.01116e-05 5.50913e-06 -4.75505e-05 0.000125439 -0.000222666
internal_weight=0 726 671 625 2989 1881 166 1108 1715 648 1067 989 943 591 506 551 148 403 347 1037 225 160 812 754 518 236 92
internal_count=3715 726 671 625 2989 1881 166 1108 1715 648 1067 989 943 591 506 551 148 403 347 1037 225 160 812 754 518 236 92
is_linear=0
shrinkage=0.0995203


Tree=9045
num_leaves=16
num_cat=0
split_feature=1 1 18 27 1 8 26 26 18 17 9 4 4 5 9
split_gain=0.00304631 0.0101411 0.0139128 0.0099968 0.000774971 0.000634789 0.000642105 0.000677906 0.000419038 0.00124821 0.00105645 0.000408673 0.00118241 0.000554478 0.000398895
threshold=-0.082195000000000004 -0.084059999999999996 -0.0058299999999999992 0.085370000000000015 -0.081224999999999992 0.24853500000000003 -0.230515 -0.14224499999999998 -0.069565000000000002 -0.53447999999999996 0.097200000000000022 0.10787500000000001 0.10300500000000003 0.27287000000000011 0.084835000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 11 -2 6 -6 -8 10 -10 -9 12 13 14 -1
right_child=4 2 -4 -5 5 -7 7 8 9 -11 -12 -13 -14 -15 -16
leaf_value=8.1207763710701284e-05 0.00032439382511397055 -0.0024197698559127729 0 -0.0014972335263660282 -0.00031164549120851374 0.00031794529004487877 0.00032658605955133301 0.00011536034736257976 -0.00054420022021652828 -2.3034731466250654e-05 -0.00021932553916515749 -0.00022639236955197256 0.00041717956920417717 -0.00027135165860455476 -7.2638616678714866e-05
leaf_weight=300 73 46 49 48 69 59 60 534 47 1706 112 88 62 87 375
leaf_count=300 73 46 49 48 69 59 60 534 47 1706 112 88 62 87 375
internal_value=0 -0.000195106 -0.00117674 -9.71125e-05 4.46459e-06 -4.24674e-06 -1.20901e-05 -3.35159e-06 -1.19447e-05 -3.74748e-05 5.60671e-05 -2.25243e-05 0 -3.47569e-05 -3.04967e-06
internal_weight=0 1055 95 960 2660 2587 2528 2459 2399 1753 646 912 824 762 675
internal_count=3715 1055 95 960 2660 2587 2528 2459 2399 1753 646 912 824 762 675
is_linear=0
shrinkage=0.0995203


Tree=9046
num_leaves=29
num_cat=0
split_feature=3 3 9 17 0 6 6 0 18 18 9 20 9 9 9 9 9 17 4 4 4 18 3 0 4 0 2 19
split_gain=0.0018942 0.0110655 0.00683503 0.000493794 0.000474324 0.00117838 0.00084409 0.000465486 0.00041278 0.00296059 0.000484607 0.00115216 0.00148535 0.000771736 0.000997362 0.000739311 0.00129347 0.000683449 0.000472565 0.00187301 0.00161382 0.000704497 0.000639786 0.000536094 0.00119458 0.000345237 0.000321267 0.000185364
threshold=0.085545000000000024 0.085295000000000024 0.091615000000000016 0.10932500000000002 -0.087184999999999999 0.08734500000000002 0.086520000000000027 -0.084534999999999985 -0.026374999999999999 -0.019539999999999998 0.097200000000000022 -0.077044999999999988 0.099985000000000018 0.094375000000000028 0.09296500000000002 0.09143500000000003 0.090465000000000031 -0.46515999999999996 0.11874000000000003 0.11378500000000003 0.12665500000000005 0.15891500000000006 0.11769000000000002 -0.057604999999999996 0.14154500000000006 -0.065519999999999981 -0.081734999999999988 0.10901000000000002
decision_type=2 2 2 2 2 2 2 2 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 26 -6 10 -10 13 -12 -13 14 15 16 -2 -15 19 21 -20 22 -11 24 -22 -14 -1 -23
right_child=8 -3 -4 -5 5 -7 -8 -9 9 18 11 12 25 17 -16 -17 -18 -19 20 -21 23 27 -24 -25 -26 -27 -28 -29
leaf_value=0.00011337382711985001 7.402303589773771e-05 -0.0015490278049566156 -0.0010096406353495718 0.00027314526528727552 0.00025602800149213101 -0.00044218230971897849 0.0004550766774526272 -5.7184832841404795e-05 -0.00078207658766321793 -1.7069998810980113e-05 0.00029346992890109892 -0.00069005720107642406 -0.00020732516257912433 5.3728905158656644e-05 -0.00032953986140202681 0.0003840764794087916 -0.00042346374199794503 0.00055433971144634806 0.00064073030956438265 -0.00058490862819564262 -0.00015546157615379212 -0.00035913737103470701 0.00022918577947835919 -0.00023761841829537871 0.00049986313515429565 0.00012599120888849986 -0.00017814672490058141 -7.956487384771424e-05
leaf_weight=92 647 55 70 72 62 70 53 189 52 1240 55 49 60 59 69 66 56 57 46 60 64 69 114 69 47 61 63 49
leaf_count=92 647 55 70 72 62 70 53 189 52 1240 55 49 60 59 69 66 56 57 46 60 64 69 114 69 47 61 63 49
internal_value=0 -0.000191137 -7.86148e-05 2.84621e-05 -3.29322e-06 -8.06448e-05 0.000112145 1.69211e-05 -1.1558e-05 -4.16106e-05 3.38844e-05 -9.60329e-05 -0.000226864 6.53834e-05 3.09918e-05 6.44057e-05 3.32294e-05 0.000306776 -1.92427e-05 -3.94586e-05 0.000114174 -1.66694e-05 3.05891e-06 -1.58424e-05 0.000114643 -3.25241e-05 0 -0.000249981
internal_weight=0 726 671 601 529 321 208 251 2989 1810 1179 225 170 954 838 769 703 116 1758 1532 226 1472 1354 180 111 121 155 118
internal_count=3715 726 671 601 529 321 208 251 2989 1810 1179 225 170 954 838 769 703 116 1758 1532 226 1472 1354 180 111 121 155 118
is_linear=0
shrinkage=0.0995203


Tree=9047
num_leaves=18
num_cat=0
split_feature=1 1 27 38 9 9 3 1 2 2 9 4 3 6 1 4 4
split_gain=0.00239054 0.0183213 0.00814982 0.000533659 0.000439103 0.00110452 0.00112767 0.00100021 0.000864465 0.00128647 0.000938866 0.000893465 0.00039251 0.000476771 0.000477772 0.000436736 0.00155142
threshold=-0.082849999999999993 -0.084059999999999996 0.085370000000000015 -0.072014999999999996 0.083715000000000026 0.084485000000000018 0.084620000000000015 -0.08616 -0.086169999999999983 0.097285000000000024 0.081095000000000014 0.09939000000000002 -0.14674999999999996 -0.47287499999999999 0.50462500000000021 0.13707500000000003 0.12498500000000003
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 -6 -7 -8 10 -10 -1 -11 -5 -14 15 16 -15
right_child=3 -3 -4 12 5 6 7 -9 9 11 -12 -13 13 14 -16 -17 -18
leaf_value=-3.6638722487259686e-05 0.00027936540047632453 -0.0021141850286190539 -0.0013435298244379103 0.00024434504491253352 0.00038632113362403546 -0.00047477691551798369 -2.1618427806898128e-05 0.00041502595849960181 0.00032331642456250422 -0.0004913354896439921 -0.00066187547243307728 2.744686998805559e-05 -0.0002577459853428978 -1.2823954567738609e-05 0.00024111942489495473 -0.00029017310937160077 0.00055874649358604047
leaf_weight=52 69 46 48 63 78 48 417 59 79 55 49 75 73 2324 79 53 48
leaf_count=52 69 46 48 63 78 48 417 59 79 55 49 75 73 2324 79 53 48
internal_value=0 -0.000173284 -7.943e-05 6.10585e-06 -1.20007e-05 3.65395e-05 -1.3965e-05 3.07837e-05 -0.000108904 2.76102e-06 -0.000348077 -0.000185741 -7.26079e-07 -7.03501e-06 0 -7.57204e-06 -9.12473e-07
internal_weight=0 1006 960 2709 912 602 524 476 310 209 101 130 2640 2577 2504 2425 2372
internal_count=3715 1006 960 2709 912 602 524 476 310 209 101 130 2640 2577 2504 2425 2372
is_linear=0
shrinkage=0.0995203


Tree=9048
num_leaves=15
num_cat=0
split_feature=28 18 5 3 3 17 17 17 18 5 4 4 17 1
split_gain=0.0123929 0.0123412 0.00208515 0.00175644 0.00494873 0.00985525 0.00100272 0.00349519 0.000626302 0.00162923 0.000991517 0.00209471 0.000666554 0.000535343
threshold=0.083225000000000021 0.31227500000000008 0.63455500000000009 0.086015000000000022 0.085355000000000028 -0.0096999999999999986 -0.092124999999999999 -0.14488499999999999 -0.091229999999999992 0.40898000000000007 0.09939000000000002 0.085065000000000016 -0.35269999999999996 -0.090374999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 10 12 11 -5 -10 -8
right_child=-2 -3 -4 8 5 -7 13 -9 9 -11 -12 -13 -14 -15
leaf_value=-5.5212906153036679e-05 -0.0013185360350584912 -0.001498471230124527 -0.00057594090128891757 -6.6418707897828626e-05 4.7724807475779321e-05 0.0019049265622970457 -0.00023057928658602549 0.00091667695731731619 -0.00019677984421327107 0.00058078802234623873 0.00030529170333792589 -0.00074124596606698582 2.5682816429127875e-05 4.2333559328814841e-05
leaf_weight=102 71 53 55 355 76 46 85 56 142 51 51 53 2103 437
leaf_count=102 71 53 55 355 76 46 85 56 142 51 51 53 2103 437
internal_value=0 8.82284e-06 3.11665e-05 4.0784e-05 0.000170418 0.000754692 6.43884e-05 0.000284073 2.74954e-06 2.42545e-05 -0.000103039 -0.000156087 1.1247e-05 -5.38039e-07
internal_weight=0 3665 3612 3557 802 122 680 158 2755 2296 459 408 2245 522
internal_count=3736 3665 3612 3557 802 122 680 158 2755 2296 459 408 2245 522
is_linear=0
shrinkage=0.0995203


Tree=9049
num_leaves=17
num_cat=0
split_feature=28 1 3 3 10 18 10 4 3 9 3 18 1 26 26 21
split_gain=0.0100488 0.0106514 0.00180497 0.00983294 0.00113017 0.000912721 0.00167529 0.00122976 0.00123448 0.000750708 0.000507336 0.00179018 0.000735699 0.000544129 0.00112323 0.000426529
threshold=0.083225000000000021 -0.55579999999999996 0.085545000000000024 0.085295000000000024 0.090150000000000022 -0.091229999999999992 0.082245000000000026 0.087155000000000024 0.10792500000000002 0.088215000000000016 0.084380000000000024 -0.007069999999999999 -0.087944999999999995 0.088115000000000013 0.085740000000000025 -0.10962999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 7 15 9 -9 -4 13 12 -12 14 -3 -7
right_child=-2 2 4 -5 -6 6 -8 8 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.0014343698206109702 -0.0011873150884695381 -2.695859874768671e-05 0.00013093624737703485 0.0014624263763568374 -0.0004449633272705165 0.00031299951363882727 0.00057737546918113674 -0.00077572431127008695 -4.438571673774043e-05 -0.00014407602862173634 0.0007647467599282802 -0.00013628846456504944 0.00020696702685616097 -0.00025127023153372416 0.0004043578964942973 9.1553236911326554e-06
leaf_weight=50 71 317 154 54 57 47 54 51 46 265 49 83 55 69 73 2241
leaf_count=50 71 317 154 54 57 47 54 51 46 265 49 83 55 69 73 2241
internal_value=0 7.92255e-06 2.80977e-05 0.000171642 -6.09181e-06 2.37463e-06 2.90536e-05 -0.000117129 -0.000437344 -4.10438e-05 6.24766e-05 0.000200769 0.000477639 4.35154e-06 5.1676e-05 1.57547e-05
internal_weight=0 3665 3615 700 2915 2858 2342 516 97 419 646 187 104 459 390 2288
internal_count=3736 3665 3615 700 2915 2858 2342 516 97 419 646 187 104 459 390 2288
is_linear=0
shrinkage=0.0995203


Tree=9050
num_leaves=14
num_cat=0
split_feature=18 28 5 3 3 17 17 5 17 0 2 17 17
split_gain=0.00926842 0.00844541 0.00158316 0.00129248 0.00795586 0.00080315 0.00267262 0.000797992 0.000678922 0.000829192 0.000652575 0.000573793 0.000693984
threshold=0.31227500000000008 0.083225000000000021 0.63455500000000009 0.085545000000000024 0.085295000000000024 -0.092124999999999999 -0.14488499999999999 -0.0087549999999999989 0.50214000000000014 -0.074264999999999984 -0.073884999999999992 -0.55286000000000002 -0.031185000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 11 10 -10 -5 -13
right_child=-2 -3 -4 8 -6 7 -8 -9 9 -11 -12 12 -14
leaf_value=-4.0914317934577186e-05 -0.0013198811861404116 -0.001069153225254521 -0.00050207691279946357 0.00026700156187982338 0.0013168856554772747 6.0784030254694386e-05 0.00080793400893159402 -0.00024948651975790148 -0.00022777710803409881 -0.00053494471908547452 0.00019495982717233898 -4.8940189225729374e-05 5.5485408406077709e-05
leaf_weight=102 53 71 55 89 54 404 56 103 88 48 60 1122 1431
leaf_count=102 53 71 55 89 54 404 56 103 88 48 60 1122 1431
internal_value=0 5.45992e-06 2.68099e-05 3.5218e-05 0.00015444 5.88152e-05 0.000254762 -6.34607e-07 4.72484e-06 -0.000173593 -5.0866e-05 1.82634e-05 9.27148e-06
internal_weight=0 3683 3612 3557 719 665 158 507 2838 196 148 2642 2553
internal_count=3736 3683 3612 3557 719 665 158 507 2838 196 148 2642 2553
is_linear=0
shrinkage=0.0995203


Tree=9051
num_leaves=22
num_cat=0
split_feature=18 28 8 1 1 9 2 3 5 8 0 5 8 3 0 6 0 1 8 2 8
split_gain=0.00751507 0.00684784 0.00135496 0.00272485 0.00986144 0.00109656 0.00179334 0.00123344 0.00104233 0.000672619 0.00154737 0.000981591 0.000942249 0.000980591 0.000915996 0.000452835 0.00100539 0.00180895 0.000608676 0.00100896 0.000328018
threshold=0.31227500000000008 0.083225000000000021 -0.082654999999999992 -0.083284999999999984 -0.085014999999999993 0.08488500000000003 -0.086304999999999993 0.088685000000000028 0.63455500000000009 -0.081234999999999988 -0.08317999999999999 -0.0018599999999999999 -0.080364999999999992 0.088805000000000023 -0.059114999999999994 0.090335000000000013 -0.085794999999999996 -0.076090000000000005 -0.084324999999999997 -0.083104999999999998 -0.085499999999999993
decision_type=2 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 6 -1 -7 9 10 -4 -12 13 -11 -14 18 -17 -18 20 -20 -5
right_child=-2 -3 8 15 -6 7 -8 -9 -10 12 11 -13 14 -15 -16 16 17 -19 19 -21 -22
leaf_value=-6.0007034415067065e-05 -0.0011885263569485543 -0.00096275091724129936 0.00018463193295532705 3.8039048082753273e-05 0.0015604526788607256 -0.00039753993541430187 0.00052585444047569766 0.0002391089030878844 -0.00045930429804514521 -5.3941684821961633e-06 -0.00070370331616519143 -8.558255490165675e-05 -5.620124410904795e-05 0.00061737397668805362 0.00010791757525266251 0.0001972282788955044 -0.00073843206537454271 8.315782467894669e-05 0.00061937819475221345 -8.2158274322518862e-06 -0.00016270121694441706
leaf_weight=92 53 71 62 784 55 69 112 52 54 46 60 50 1334 49 449 55 52 51 46 51 89
leaf_count=92 53 71 62 784 55 69 112 52 54 46 60 50 1334 49 449 55 52 51 46 51 89
internal_value=0 4.8723e-06 2.41192e-05 9.62379e-05 0.000326851 0.000115569 0.00025763 -0.000117173 -2.71813e-05 -1.53992e-05 -0.000203803 -0.000430182 1.4202e-06 0.000307206 -1.44133e-05 1.78233e-05 -0.000137169 -0.000323678 4.39134e-05 0.000280967 1.66364e-05
internal_weight=0 3683 3612 1508 380 325 204 121 2104 2050 172 110 1878 95 1783 1128 158 103 970 97 873
internal_count=3736 3683 3612 1508 380 325 204 121 2104 2050 172 110 1878 95 1783 1128 158 103 970 97 873
is_linear=0
shrinkage=0.0995203


Tree=9052
num_leaves=27
num_cat=0
split_feature=27 1 27 1 1 10 5 6 6 3 6 18 1 9 9 3 5 6 5 0 9 0 29 20 0 27
split_gain=0.00396625 0.0150456 0.0105579 0.00289253 0.0116687 0.00119127 0.00108967 0.00277178 0.00828576 0.00114452 0.000827171 0.00154431 0.00290257 0.00128891 0.000589443 0.00224282 0.000906483 0.000544015 0.000472566 0.001088 0.000459964 0.000440239 0.00083703 0.000477051 0.000383748 0.000318638
threshold=0.084940000000000029 -0.11467499999999999 0.079300000000000023 -0.092954999999999996 -0.096749999999999989 0.085585000000000022 -0.021739999999999999 0.090195000000000011 0.092120000000000021 0.097880000000000023 0.092120000000000021 0.11362500000000002 -0.074694999999999998 0.093825000000000033 0.08488500000000003 0.086965000000000028 -0.011514999999999999 0.089985000000000023 0.2686150000000001 0.048265000000000009 0.099330000000000016 -0.057604999999999996 -0.085364999999999983 -0.068114999999999995 -0.08076499999999999 0.096290000000000028
decision_type=2 2 2 2 2 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 18 10 14 -9 -10 17 13 -13 -12 16 -16 -8 20 24 -20 -5 22 -3 -24 -1 -25
right_child=1 21 -4 6 -6 -7 7 8 9 -11 11 12 -14 -15 15 -17 -18 -19 19 -21 -22 -23 23 25 -26 -27
leaf_value=0.00011251408516326858 0.001926949562780193 0.000470288254523328 -0.0015089538573480844 -4.4619546923059061e-05 -0.0017160627430051032 -0.00045684408484319175 0.00032296315391131512 0.0014428567278997292 -4.6070830454549059e-05 0.0004144325068156983 -0.00028700152478413059 -0.0010427818403001552 3.623306852732916e-05 0.00021242641153698593 -0.00047979284984935104 2.8367715748877892e-05 0 0.00027717696847831097 -0.00014818089301385257 0.0004997328344721084 0.00013925645004468829 -0.00021589790625463413 0.00020456874982873114 5.7482865176535438e-05 -0.00014406019830617657 -0.00026374677260545295
leaf_weight=73 49 48 48 979 48 73 124 56 167 77 100 50 46 104 103 509 280 65 50 50 155 53 73 50 235 67
leaf_count=73 49 48 48 979 48 73 124 56 167 77 100 50 46 104 103 509 280 65 50 50 155 53 73 50 235 67
internal_value=0 0.000313256 -4.32022e-05 -2.19178e-05 -0.000235543 -8.6097e-05 1.79362e-05 8.42199e-05 0.000350058 9.5897e-05 -3.97093e-05 -0.000187539 -0.000517227 -2.83783e-05 4.91851e-06 -5.58184e-05 9.89523e-05 -2.03838e-06 -1.77558e-05 0.00016759 -1.87647e-05 3.87213e-05 9.88618e-05 7.19095e-07 -8.05909e-05 -0.000119472
internal_weight=0 340 3392 3344 529 481 2815 1316 300 244 1499 300 96 204 1016 612 404 1199 408 100 1134 291 238 190 308 117
internal_count=3732 340 3392 3344 529 481 2815 1316 300 244 1499 300 96 204 1016 612 404 1199 408 100 1134 291 238 190 308 117
is_linear=0
shrinkage=0.0995203


Tree=9053
num_leaves=25
num_cat=0
split_feature=27 4 27 1 1 17 5 5 2 2 5 0 9 9 9 0 17 18 2 0 11 17 9 4
split_gain=0.0032206 0.0139231 0.00856101 0.00239584 0.013154 0.00119778 0.000900258 0.00156314 0.00383211 0.000749751 0.00145626 0.000971168 0.000747543 0.000900719 0.000821633 0.000726875 0.000653093 0.0009153 0.000544267 0.00130494 0.0010981 0.000360714 0.000345284 0.000233291
threshold=0.084940000000000029 0.083555000000000018 0.079300000000000023 -0.095674999999999996 -0.10771499999999999 -0.56005499999999986 -0.01554 -0.011514999999999999 -0.08569499999999998 -0.087075 -0.020485 -0.085349999999999995 0.08648500000000002 0.085335000000000022 0.087515000000000023 -0.08176499999999999 -0.0064000000000000003 -0.060544999999999995 -0.035314999999999992 -0.082604999999999998 -0.0012699999999999999 0.043850000000000007 -0.073629999999999987 0.084545000000000023
decision_type=2 2 2 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 -1 9 8 -8 11 15 21 13 -9 -14 -11 17 -7 19 -3 -20 -5 -22 -18
right_child=1 18 -4 6 -6 16 7 12 -10 10 -12 -13 14 -15 -16 -17 23 -19 20 -21 22 -23 -24 -25
leaf_value=-0.00041972575285867896 0.0018344890011878785 -8.54305156003793e-05 -0.0013587823827085656 0.00013059773738519024 -0.0018064751968156808 -9.5408473828229344e-05 -6.4885508151210292e-05 7.1926846507149007e-06 0.00091495360195100058 8.6170785428948551e-06 -0.00053501542490016314 0.00041596149286982613 0.00044485645271624967 -0.00034248754014046869 6.52866989488116e-05 -0.00015139861263816385 -3.1744930581577745e-05 0.00026242968969820513 -0.00044459786987389571 0.00059431393159164439 -4.8295057570177816e-05 -0.00024173285827259789 0.00028854180550987702 -0.00037102686258088687
leaf_weight=74 49 65 48 52 47 129 86 347 71 978 61 80 64 91 582 390 46 151 58 47 73 49 48 46
leaf_count=74 49 65 48 52 47 129 86 347 71 978 61 80 64 91 582 390 46 151 58 47 73 49 48 46
internal_value=0 0.000282321 -3.88807e-05 -1.96899e-05 -0.00022237 -5.35993e-05 1.50707e-05 7.89665e-05 0.000373012 -3.36722e-05 -5.82603e-05 0.000155929 3.56234e-05 -6.35888e-05 0.000104158 -3.6403e-05 1.70317e-05 9.46449e-05 1.81454e-05 0.00019251 -8.63811e-05 -4.19327e-05 7.85607e-05 -0.000210284
internal_weight=0 340 3392 3344 493 446 2851 1241 157 1610 1429 181 1084 438 646 1368 372 280 291 112 179 101 121 92
internal_count=3732 340 3392 3344 493 446 2851 1241 157 1610 1429 181 1084 438 646 1368 372 280 291 112 179 101 121 92
is_linear=0
shrinkage=0.0995203


Tree=9054
num_leaves=19
num_cat=0
split_feature=3 3 17 26 3 2 6 26 28 26 26 5 26 9 3 2 5 2
split_gain=0.00289151 0.0216557 0.0295412 0.0136845 0.00211595 0.000943035 0.000915716 0.00086049 0.000783708 0.000867957 0.00267673 0.00459452 0.00201643 0.00101617 0.000526054 0.000493255 0.000649076 0.000608107
threshold=0.084795000000000023 0.085505000000000012 -0.067864999999999995 -0.097259999999999999 0.084550000000000028 -0.24151999999999998 0.087765000000000024 0.087575000000000028 1.0000000180025095e-35 0.11724000000000002 0.11023000000000002 -0.051389999999999998 0.12086000000000002 0.11296000000000002 0.16149500000000003 -0.081734999999999988 -0.015824999999999995 -0.016354999999999998
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 6 -3 7 15 9 10 14 -12 -11 -14 -7 16 -5 -17
right_child=1 5 -4 4 -6 8 -8 -9 -10 12 11 -13 13 -15 -16 17 -18 -19
leaf_value=0.0017694101395094154 -0.0033302153667493012 -0.00031816704112358382 -0.00020075180292254108 0.00037678195282736743 0.00064286960525587007 1.5985506081179402e-05 0.00034290951896288348 -0.00037038198984551022 0.00033572460766131425 -0.00059028052888768277 -0.00016934728295203171 0.001137732970704241 0.00020370561239767076 -0.00023857199124885186 -0.00022260146173473173 -0.00037273512267835181 -2.1850283419743077e-05 1.0303586607759579e-05
leaf_weight=50 46 85 87 61 53 2370 60 78 75 77 49 56 115 93 95 62 110 110
leaf_count=50 46 85 87 61 53 2370 60 78 75 77 49 56 115 93 95 62 110 110
internal_value=0 -4.64475e-05 -0.00128928 0.000194606 4.56196e-05 8.10574e-06 -1.84878e-05 -7.19378e-05 1.78504e-05 9.21318e-06 2.77568e-05 0.000519966 -0.000155132 2.02078e-06 6.45837e-06 -1.68335e-06 0.000115565 -0.000123009
internal_weight=0 3148 133 584 534 3015 481 421 2930 2855 2570 105 285 208 2465 343 171 172
internal_count=3732 3148 133 584 534 3015 481 421 2930 2855 2570 105 285 208 2465 343 171 172
is_linear=0
shrinkage=0.0995203


Tree=9055
num_leaves=21
num_cat=0
split_feature=26 0 26 17 17 5 6 5 10 5 17 6 1 5 20 20 0 6 26 3
split_gain=0.0025024 0.0136002 0.00972682 0.00164279 0.01088 0.0011165 0.00153092 0.00402544 0.0010518 0.0010271 0.00184714 0.000997101 0.000909676 0.000804452 0.000543849 0.00142667 0.000505519 0.000503611 0.00180592 0.000523907
threshold=-0.16205499999999998 -0.057604999999999996 -0.126245 -0.15802999999999998 -0.17921000000000001 -0.021739999999999999 0.089165000000000022 -0.0096449999999999991 0.085585000000000022 0.11083500000000003 -0.56368999999999991 0.11884000000000002 0.0033150000000000007 -0.026719999999999997 -0.0093149999999999986 -0.065249999999999989 -0.084665000000000004 0.092705000000000023 0.11624000000000002 0.14823500000000003
decision_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 4 8 13 14 -8 9 -4 -11 -9 -1 17 15 -7 -16 19 -19 -5
right_child=2 -3 3 5 -6 6 7 11 -10 10 -12 -13 -14 -15 16 -17 -18 18 -20 -21
leaf_value=-5.963280250515551e-05 0.0011098175652847144 -0.0018067213074987004 -0.00039699001362265081 2.0264798259454029e-05 -0.0016168073465555558 2.541146495889136e-05 0.00090942825959662978 -2.2887868797623134e-05 -0.00041090968165172399 0.00064903182146397106 -8.2448997078623324e-06 0.00042262084671755714 0.00046250698805796889 -0.00040288726336284184 -0.00015481895960324632 0.00059500375108885548 3.9560690038282326e-05 2.1857711060508475e-05 -0.00052546914590932226 -0.00024545627363591516
leaf_weight=82 78 48 55 1242 47 265 76 200 67 47 406 65 53 57 226 53 310 192 85 78
leaf_count=82 78 48 55 1242 47 265 76 200 67 47 406 65 53 57 226 53 310 192 85 78
internal_value=0 -0.000366665 1.06206e-05 -1.38446e-05 -0.000160507 1.78878e-05 9.13729e-05 0.000269822 -4.00469e-05 7.25467e-06 5.81423e-05 8.32988e-05 0.000139292 -3.47095e-05 1.916e-05 0.000122918 -4.08706e-05 -2.10559e-05 -0.000143139 3.94292e-06
internal_weight=0 183 3549 3471 622 2849 1195 341 575 508 453 265 135 1654 854 318 536 1597 277 1320
internal_count=3732 183 3549 3471 622 2849 1195 341 575 508 453 265 135 1654 854 318 536 1597 277 1320
is_linear=0
shrinkage=0.0995203


Tree=9056
num_leaves=18
num_cat=0
split_feature=28 20 17 1 18 5 6 5 5 18 2 6 3 1 9 4 1
split_gain=0.01482 0.00116401 0.00123117 0.000826551 0.000647902 0.00101758 0.00116632 0.00104507 0.000924236 0.000707825 0.000611298 0.00105773 0.000553205 0.000569506 0.000492858 0.0013247 0.00047648
threshold=0.083225000000000021 0.27003000000000005 -0.088160000000000002 0.070450000000000026 -0.080424999999999996 -0.0037599999999999999 0.086520000000000027 -0.0078499999999999976 -0.010764999999999999 -0.074709999999999985 -0.079555000000000001 -0.088954999999999992 -0.14674999999999996 0.62916000000000016 0.098720000000000016 0.10300500000000003 -0.049499999999999995
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 7 -7 8 -4 -6 14 -12 -11 -14 15 -1 -13
right_child=-2 -3 4 -5 9 6 -8 -9 -10 12 11 16 13 -15 -16 -17 -18
leaf_value=0.00013321689801597885 0.0014641872224232563 0.00043796854866523489 -0.00028978060555663317 -0.00032239418209061845 0.00031709993358855514 0.00032332108637225137 -0.0002922007105098022 -0.00066975508854601889 0.00015437123209799674 0.00026604031554852838 -0.00043823997947911044 -5.4151326359105055e-05 -4.0488723926879735e-05 -0.00039353137548777257 -0.00011921828399653246 0.00068461336610263479 0.00017994866250740281
leaf_weight=545 69 57 179 49 56 74 51 54 60 56 49 175 1958 47 57 48 163
leaf_count=545 69 57 179 49 56 74 51 54 60 56 49 175 1958 47 57 48 163
internal_value=0 -7.7899e-06 -1.50329e-05 7.33113e-05 -5.32027e-05 -0.00016687 6.56392e-05 -0.000268858 -0.000174853 -3.03724e-05 9.27984e-05 -4.18249e-06 -4.02109e-05 -4.91728e-05 0.000151799 0.00017923 5.63211e-05
internal_weight=0 3678 3621 1086 2535 418 125 293 239 2117 1037 387 2061 2005 650 593 338
internal_count=3747 3678 3621 1086 2535 418 125 293 239 2117 1037 387 2061 2005 650 593 338
is_linear=0
shrinkage=0.0995203


Tree=9057
num_leaves=18
num_cat=0
split_feature=28 20 1 8 1 9 9 0 3 8 9 26 4 11 18 9 4
split_gain=0.0120173 0.000944074 0.000671779 0.00057099 0.0022982 0.00108036 0.00200559 0.00107356 0.00128926 0.00119632 0.000969112 0.00101289 0.000682275 0.000401135 0.000657869 0.000497294 0.000968656
threshold=0.083225000000000021 0.27003000000000005 -0.087944999999999995 -0.062834999999999988 -0.078954999999999984 0.097680000000000031 0.09667000000000002 -0.14680499999999999 0.10892000000000003 -0.049499999999999995 0.10153500000000003 0.10393000000000002 0.14547000000000004 -0.072964999999999988 -0.14343999999999998 0.098720000000000016 0.10543500000000001
decision_type=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 12 8 -6 -9 -7 -12 -4 -1 -15 16 -16
right_child=-2 -3 3 4 7 10 -8 9 -10 -11 11 -13 -14 14 15 -17 -18
leaf_value=-0.00018700606804294943 0.0013184710044259549 0.00039438180670067481 -1.0423769723795644e-06 -0.00078118361903912375 -0.0001134429605144532 0.00056982405798679605 -0.00067190918711441158 -0.00040897497425091339 -0.00072201897559007904 4.0670839360428603e-05 -0.00015096990718926263 0.00041143503997151187 -0.0003860962742841928 0.00036081713733083598 3.4364142416224021e-05 -0.00021839140016824876 0.00043631775411746946
leaf_weight=55 69 57 1662 47 139 56 47 65 48 593 79 52 47 79 525 59 68
leaf_count=55 69 57 1662 47 139 56 47 65 48 593 79 52 47 79 525 59 68
internal_value=0 -7.01465e-06 -1.35593e-05 -3.63181e-05 -0.000102292 -5.60946e-06 -3.02369e-05 -6.35618e-05 -0.000274033 -2.50297e-06 0.000221274 6.60258e-05 -1.21109e-05 6.74872e-05 8.7755e-05 5.34136e-05 8.18371e-05
internal_weight=0 3678 3621 2835 892 1943 1756 845 187 658 187 131 1709 786 731 652 593
internal_count=3747 3678 3621 2835 892 1943 1756 845 187 658 187 131 1709 786 731 652 593
is_linear=0
shrinkage=0.0995203


Tree=9058
num_leaves=18
num_cat=0
split_feature=28 26 9 1 0 0 2 0 3 0 9 2 26 26 21 26 3
split_gain=0.00974538 0.000621631 0.00145098 0.00227392 0.00269647 0.00381361 0.00134784 0.00117753 0.000886576 0.000656127 0.00155916 0.000698078 0.000572414 0.000563667 0.000555512 0.000679199 0.000906904
threshold=0.083225000000000021 0.096980000000000025 0.097365000000000021 -0.082489999999999994 -0.069824999999999984 -0.074504999999999988 -0.072624999999999981 -0.081909999999999997 0.095135000000000011 -0.068899999999999989 0.11296000000000002 -0.055654999999999996 0.095245000000000024 0.093835000000000016 0.14970000000000003 -0.2382 0.18676500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 7 5 8 -4 -3 -5 10 -8 -11 13 14 15 -1 -17
right_child=-2 2 6 4 -6 -7 9 -9 -10 11 -12 -13 -14 -15 -16 16 -18
leaf_value=0.0002903567560566213 0.0011872564331852924 -0.00016581501276777039 0.00043204047158847787 -8.8651205954816178e-05 0.00023522673767417248 -0.0013695999983671066 0.00045508576365271722 0.00050743179828894138 -0.00062393375723988605 -0.00041547632267286419 -0.00026513333523007967 6.6093315107443182e-05 0.00025817104447113019 -0.00024780839193097034 0.00027420321487217077 4.0498170445835449e-06 -0.0004154712192166296
leaf_weight=80 69 53 73 79 48 47 62 48 55 73 56 46 91 85 78 2652 52
leaf_count=80 69 53 73 79 48 47 62 48 55 73 56 46 91 85 78 2652 52
internal_value=0 -6.36085e-06 -9.56474e-05 -0.000241364 -0.000415803 -0.000592974 5.68301e-05 0.000146039 -0.000314466 -5.5287e-05 0.000106349 -0.000222444 1.21792e-05 4.30549e-06 1.20792e-05 4.44114e-06 -3.71516e-06
internal_weight=0 3678 640 330 229 181 310 101 134 237 118 119 3038 2947 2862 2784 2704
internal_count=3747 3678 640 330 229 181 310 101 134 237 118 119 3038 2947 2862 2784 2704
is_linear=0
shrinkage=0.0995203


Tree=9059
num_leaves=25
num_cat=0
split_feature=28 5 3 5 2 2 3 21 6 6 0 3 8 18 0 0 6 6 0 0 0 21 3 0
split_gain=0.00790176 0.00090289 0.00182569 0.000731352 0.000840671 0.0015881 0.00204667 0.000641496 0.000913192 0.00229107 0.000742067 0.00129881 0.00312222 0.000652356 0.000600674 0.00342512 0.00226483 0.000703483 0.00153412 0.00143614 0.000567896 0.000511889 0.000476929 0.000298825
threshold=0.083225000000000021 -0.52786999999999995 0.11523000000000001 0.049800000000000011 0.094050000000000022 0.13896000000000006 0.11896500000000003 0.10940500000000002 0.11816500000000002 0.10681500000000003 -0.050494999999999991 0.10871500000000002 -0.068904999999999994 -0.1394 -0.071029999999999996 -0.066264999999999991 0.090600000000000028 0.098855000000000012 -0.080324999999999994 -0.073914999999999995 -0.092134999999999995 0.084795000000000023 0.10556500000000002 -0.15758999999999998
decision_type=2 2 2 2 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 14 21 -7 8 9 13 11 -9 -13 -5 17 16 -16 19 -19 -3 -8 -6 -17 -1
right_child=-2 3 -4 7 5 6 20 10 -10 -11 -12 12 -14 -15 15 22 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=-0.00020983107989988511 0.0010691004950949168 -1.1748102247419757e-06 0.00069002463261521273 0.00031537876494932811 -0.00079206039771163167 0.00044839297977353307 -0.00045704167372056934 0.00011808722522087497 -0.00020315280333381484 0.00079151774930787328 0.00019688183042025552 9.4845484753760574e-05 -0.0010055004246261547 3.6881820081887701e-05 -0.0011623930922082329 -0.00011304136076198206 -0.00015127559500273461 3.1652743757577066e-05 -0.00062268099363741781 0.0005059136624130493 -2.3753507820521947e-06 -0.00028312458131711136 0.00016007961852416541 0.00013339458842441095
leaf_weight=46 69 1773 55 105 46 58 69 74 80 51 67 52 48 452 46 109 46 91 56 57 51 46 146 54
leaf_count=46 69 1773 55 105 46 58 69 74 80 51 67 52 48 452 46 109 46 91 56 57 51 46 146 54
internal_value=0 -5.68352e-06 0.000229048 -1.62433e-05 -4.35611e-05 -0.00021017 -3.17428e-05 5.91538e-05 0.000108603 0.00015097 -7.86169e-05 -0.000189404 -0.000425135 9.0851e-05 -2.38524e-05 -0.000144661 -0.000665733 -2.23418e-06 -0.000212048 1.41724e-05 -0.00027063 -0.000546491 4.01235e-05 -1.6303e-05
internal_weight=0 3678 155 3523 2594 270 178 929 688 608 241 174 100 557 2324 347 92 1977 147 1830 120 92 255 100
internal_count=3747 3678 155 3523 2594 270 178 929 688 608 241 174 100 557 2324 347 92 1977 147 1830 120 92 255 100
is_linear=0
shrinkage=0.0995203


Tree=9060
num_leaves=11
num_cat=0
split_feature=22 27 8 17 8 9 5 10 10 3
split_gain=0.0027412 0.00133177 0.000663865 0.000570219 0.00133331 0.000581881 0.000703357 0.000638921 0.000792462 0.000357002
threshold=0.13264000000000004 0.11129500000000002 -0.51030999999999993 0.51292000000000015 -0.076554999999999998 -0.093949999999999992 0.00093000000000000016 0.09056500000000002 0.086165000000000019 0.10850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 9 8 -7 -4
right_child=-2 -3 3 4 -6 7 -8 -9 -10 -11
leaf_value=0.00032433872019240514 -0.00073937632660364835 -0.00037562885184451211 -0.00018361748388977006 -0.00042754713660724924 0.00014053343852920229 4.66659112835192e-05 -0.00047006582061061725 0.00035193971694545554 -0.00032002763408202464 0.00015879627308430059
leaf_weight=77 47 80 61 85 76 3072 47 67 59 59
leaf_count=77 47 80 61 85 76 3072 47 67 59 59
internal_value=0 2.51359e-05 3.42615e-05 2.76947e-05 -0.0001543 3.66456e-05 -0.000143262 4.62964e-05 3.94945e-05 -8.44217e-06
internal_weight=0 3683 3603 3526 161 3365 167 3198 3131 120
internal_count=3730 3683 3603 3526 161 3365 167 3198 3131 120
is_linear=0
shrinkage=0.0995203


Tree=9061
num_leaves=12
num_cat=0
split_feature=20 6 11 28 10 26 3 2 4 6 4
split_gain=0.0011586 0.00147731 0.00108975 0.000722977 0.000741744 0.000697831 0.00471689 0.00141561 0.00106948 0.00100707 0.000957137
threshold=0.14849500000000004 -0.13803499999999999 -0.37931999999999999 0.083225000000000021 0.09056500000000002 0.11023000000000002 0.090360000000000024 0.13896000000000006 0.13364000000000004 0.089985000000000023 0.13481000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -7 10 -9 -8 -4
right_child=1 -3 3 -5 -6 6 9 8 -10 -11 -12
leaf_value=-0.00038931753888595547 -0.00073467066411904338 4.307272145273149e-06 -1.0955644620836533e-05 -0.00029167283953009126 0.00037952490917830058 0.00099301386983301535 -0.00017545868167544949 0.00049037216701436044 0 0.00017440585678957636 0.00037526123730070821
leaf_weight=62 46 59 2809 67 62 57 152 105 71 175 65
leaf_count=62 46 59 2809 67 62 57 152 105 71 175 65
internal_value=0 -0.000311639 2.33684e-05 3.07794e-05 3.71933e-05 3.07741e-05 0.00015743 1.45596e-05 0.000288574 9.27425e-06 -1.9359e-06
internal_weight=0 105 3625 3563 3496 3434 384 3050 176 327 2874
internal_count=3730 105 3625 3563 3496 3434 384 3050 176 327 2874
is_linear=0
shrinkage=0.0995203


Tree=9062
num_leaves=21
num_cat=0
split_feature=22 1 21 26 3 9 9 0 4 4 26 17 3 4 0 8 0 17 17 8
split_gain=0.00212489 0.00118936 0.00060184 0.000965635 0.00469866 0.00151675 0.00182412 0.00123566 0.0010818 0.00181262 0.000766236 0.00104766 0.000842525 0.000549306 0.000605029 0.00193862 0.00159521 0.000655432 0.00166791 0.000859216
threshold=0.13264000000000004 0.62916000000000016 0.087625000000000022 0.10924500000000002 0.090360000000000024 0.09310000000000003 0.11296000000000002 -0.15137999999999999 0.10649000000000002 0.086380000000000026 0.096980000000000025 0.51292000000000015 0.097880000000000023 0.13584500000000002 -0.052884999999999995 0.010485000000000003 -0.03431 -0.082354999999999998 -0.067015000000000005 0.0012600000000000003
decision_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 -6 -7 8 9 -1 11 -9 -12 14 17 16 -16 19 -19 -4
right_child=-2 -3 13 4 5 6 -8 10 -10 -11 12 -13 -14 -15 15 -17 -18 18 -20 -21
leaf_value=0.000396905121675437 -0.00065205637195672533 -0.00046506373173186763 0.00016800261306494993 0.0011494068763560029 -0.00038677959541064772 0.00044093040244730033 -0.00021275745622401595 4.131505846979119e-05 0.00067720214561795737 -0.0002970242097701109 -0.00037191738637026736 -0.00035850555521453397 9.0332456297019702e-05 0.00027635515505022683 -0.0009263361341704375 0.0002746209837975721 -8.5174349399021307e-05 -0.00058024138539136303 -2.3774772238893576e-05 -0.00028139829804087391
leaf_weight=98 47 49 265 46 59 112 66 1830 49 59 103 67 59 53 46 46 48 60 519 49
leaf_count=98 47 49 265 46 59 112 66 1830 49 59 103 67 59 53 46 46 48 60 519 49
internal_value=0 2.10353e-05 2.7815e-05 5.43795e-05 0.000228185 4.59281e-05 0.000193953 3.2302e-05 0.000264831 0.000130915 8.64019e-06 2.67623e-05 -0.000198514 -3.37574e-05 -5.04608e-05 -0.000243338 -0.000505516 -1.93058e-05 -8.28536e-05 9.5266e-05
internal_weight=0 3683 3634 2548 283 237 178 2265 206 157 2059 1897 162 1086 1033 140 94 893 579 314
internal_count=3730 3683 3634 2548 283 237 178 2265 206 157 2059 1897 162 1086 1033 140 94 893 579 314
is_linear=0
shrinkage=0.0995203


Tree=9063
num_leaves=10
num_cat=0
split_feature=22 27 25 9 9 29 1 8 8
split_gain=0.00172279 0.00107969 0.000593261 0.000482634 0.000689665 0.00221197 0.000722081 0.000478324 0.000907327
threshold=0.13264000000000004 0.11129500000000002 0.096120000000000025 0.11690000000000002 0.11351500000000002 0.12175500000000002 -0.073844999999999994 -0.06520999999999999 -0.011315
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -5 -9
right_child=-2 -3 -4 7 -6 -7 -8 8 -10
leaf_value=6.4412201989703954e-05 -0.0005871635437224357 -0.00034199188547627231 0.00037573013166973957 -5.0363197113023961e-05 -0.000341594137654633 0.00069779874907806804 -2.9910488247816516e-05 0.0006107497208115198 3.6126558281507069e-05
leaf_weight=1389 47 80 48 52 53 47 1898 52 64
leaf_count=1389 47 80 48 52 53 47 1898 52 64
internal_value=0 1.88755e-05 2.71153e-05 2.2178e-05 1.37502e-05 1.96446e-05 9.69876e-06 0.000187216 0.000300774
internal_weight=0 3683 3603 3555 3387 3334 3287 168 116
internal_count=3730 3683 3603 3555 3387 3334 3287 168 116
is_linear=0
shrinkage=0.0995203


Tree=9064
num_leaves=27
num_cat=0
split_feature=28 3 3 17 17 0 17 1 17 8 8 26 17 0 1 1 17 3 17 20 21 21 8 26 18 1
split_gain=0.00840503 0.00380537 0.0588679 0.000812481 0.00140469 0.00363907 0.00131933 0.00176011 0.00435441 0.00250678 0.0016275 0.00111893 0.000941379 0.00079074 0.000746834 0.00162993 0.00204833 0.000766209 0.000737729 0.000711972 0.000702591 0.000508639 0.000783575 0.000475406 0.000935417 0.000448274
threshold=0.080375000000000016 0.087975000000000012 0.08777500000000002 -0.053765 -0.033249999999999995 -0.069824999999999984 -0.012754999999999999 -0.083284999999999984 -0.0073949999999999997 -0.074504999999999988 -0.079219999999999999 0.092825000000000032 -0.56655999999999984 -0.062294999999999996 -0.0088199999999999997 0.0036400000000000009 -0.07107999999999999 0.087385000000000032 -0.55286000000000002 -0.081564999999999985 0.11932500000000003 0.084095000000000017 -0.080569999999999989 0.098185000000000022 0.091085000000000013 0.0013500000000000003
decision_type=2 2 2 2 2 2 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 11 5 -5 10 9 -9 -8 -6 12 -3 20 17 16 -16 23 -14 -20 25 22 -17 24 -1 -13
right_child=-2 3 -4 4 6 -7 7 8 -10 -11 -12 13 18 -15 15 21 -18 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=-4.7381458913471107e-05 -0.001067562704522474 -0.00026661833656533185 -0.0036854981509887065 -0.00088924555129249038 -4.7344188158817634e-05 0.00026343747850296137 3.7281085362028506e-05 0.0009318607149338676 -2.6306934822797315e-05 -0.00087279015262664713 0.0007614576989907392 -0.00017465196528928623 0.00053508291148536276 0.00017082411642404182 -5.1064323830717286e-06 0.00016251394413789352 -0.0008128320291280216 0.00033958320818811309 0 0.00022281482639334178 8.2023654909710742e-05 0.00029166147165337751 -0.00032064738078061794 -0.00033001364767405944 0.00033074919830171221 -0.00060972058239708771
leaf_weight=638 82 48 46 60 46 48 61 49 1123 56 49 63 56 71 59 61 71 60 204 434 47 47 70 49 72 46
leaf_count=638 82 48 46 60 46 48 61 49 1123 56 49 63 56 71 59 61 71 60 204 434 47 47 70 49 72 46
internal_value=0 -4.79841e-05 -0.000195566 2.2026e-05 -2.36201e-05 -0.000369362 2.76835e-06 -2.3014e-05 1.30545e-05 -0.000391312 0.00036121 9.31536e-05 0.000152739 -9.80088e-05 -5.23934e-05 -0.000184533 -0.000452546 -1.7002e-06 0.000182923 0.00015073 -0.00022561 6.60747e-06 -8.94148e-05 -2.97577e-05 -7.8828e-06 -0.000365769
internal_weight=0 3634 1173 2461 1492 108 1384 1289 1172 117 95 969 742 227 1127 308 130 819 694 638 156 178 131 759 710 109
internal_count=3716 3634 1173 2461 1492 108 1384 1289 1172 117 95 969 742 227 1127 308 130 819 694 638 156 178 131 759 710 109
is_linear=0
shrinkage=0.0995203


Tree=9065
num_leaves=25
num_cat=0
split_feature=28 3 3 17 17 0 17 8 9 9 2 19 9 17 9 9 20 18 8 3 8 21 8 8
split_gain=0.00681406 0.00308785 0.047731 0.000657772 0.00113386 0.00295626 0.00106415 0.00132503 0.000657581 0.00115465 0.000683469 0.00063866 0.000614265 0.00126879 0.00104015 0.000887739 0.000791785 0.000582542 0.000933154 0.00148862 0.000799495 0.000820223 0.00050474 0.000788429
threshold=0.080375000000000016 0.087975000000000012 0.08777500000000002 -0.053765 -0.033249999999999995 -0.069824999999999984 -0.012754999999999999 -0.079219999999999999 0.11222500000000002 0.097035000000000024 -0.047824999999999999 0.10395500000000002 0.09550500000000002 -0.55286000000000002 0.088610000000000008 0.097680000000000031 -0.074014999999999984 0.091085000000000013 -0.0066399999999999992 0.084795000000000023 -0.093384999999999982 0.08167000000000002 -0.07594999999999999 -0.080569999999999989
decision_type=2 2 2 2 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 11 5 -5 7 -6 9 -8 -10 12 13 -3 -15 -14 -17 18 22 -20 -19 -22 23 -1
right_child=-2 3 -4 4 6 -7 8 -9 10 -11 -12 -13 15 14 -16 16 -18 20 19 -21 21 -23 -24 -25
leaf_value=-2.7849616624645344e-05 -0.0009613185841425713 0.00061723631471561756 -0.0033187168278409618 -0.00080074761470897988 -4.2632501279743132e-05 0.00023722013785854417 -5.2234477737710069e-06 0.00068567728724369269 8.2802522186626036e-06 -0.00029726717811898049 0.00048840429099478362 -0.00025435316180115599 -0.00030506495663936545 0.00021022800158731981 -6.428455169131375e-05 0.00039715610003139893 -3.4648926071782726e-05 -0.00017268404101379733 -1.5039142362131247e-05 -0.00063191397910966856 0.00061177981575806246 1.1925121789647591e-05 0.00019333716966670592 -0.00041882245564322753
leaf_weight=675 82 55 46 60 46 48 1000 49 85 156 48 51 78 382 207 59 137 51 90 72 46 50 87 56
leaf_count=675 82 55 46 60 46 48 1000 49 85 156 48 51 78 382 207 59 137 51 90 72 46 50 87 56
internal_value=0 -4.32234e-05 -0.000176173 1.98123e-05 -2.12148e-05 -0.000331849 2.43396e-06 0.000324405 -2.06604e-05 -4.53424e-05 0.000187713 8.38279e-05 0.000103507 0.000156752 0.000112363 -1.86487e-05 9.11566e-05 -4.71792e-05 -7.54294e-05 -0.000294259 0.000135587 0.000307883 -3.10907e-05 -5.89209e-05
internal_weight=0 3634 1173 2461 1492 108 1384 95 1289 1156 133 969 918 644 589 274 196 1127 980 162 147 96 818 731
internal_count=3716 3634 1173 2461 1492 108 1384 95 1289 1156 133 969 918 644 589 274 196 1127 980 162 147 96 818 731
is_linear=0
shrinkage=0.0995203


Tree=9066
num_leaves=26
num_cat=0
split_feature=28 5 1 3 5 8 20 4 1 4 5 26 0 0 3 5 8 18 3 9 4 8 0 26 3
split_gain=0.00552342 0.00301995 0.0129897 0.0301098 0.000782571 0.000562679 0.00105693 0.00194322 0.0017735 0.00168047 0.0016339 0.00055592 0.00115732 0.00112222 0.000685027 0.0011395 0.00073002 0.000635211 0.000555713 0.000560496 0.000522069 0.000477098 0.000324309 0.000436551 0.000298382
threshold=0.080375000000000016 -0.088604999999999989 -0.073844999999999994 0.08785500000000003 0.6362850000000001 -0.050299999999999997 -0.071149999999999991 0.10495500000000003 0.10924000000000002 0.077430000000000013 -0.49053999999999998 0.11724000000000002 -0.069569999999999993 -0.075179999999999983 0.086605000000000029 -0.085034999999999986 -0.086404999999999996 0.090795000000000028 0.083595000000000017 0.08401500000000002 0.08167000000000002 -0.080659999999999996 -0.15034 0.087675000000000017 0.084550000000000028
decision_type=2 2 2 2 2 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 11 21 8 9 -7 -8 -9 14 13 -13 18 -16 -17 -14 20 -20 -3 22 -4 -24 -1
right_child=-2 4 5 -5 -6 6 7 10 -10 -11 -12 12 17 -15 15 16 -18 -19 19 -21 -22 -23 23 -25 -26
leaf_value=-0.00016659013129262826 -0.00086564800047879843 0.00025111453301052822 0.00017793354046657478 -0.002771548973614773 0.00042043348587203537 0.00052645381486237741 -0.00021381208119697012 0.0004415050817589307 -0.00024107667770039776 -0.00098074550908912122 -0.00027184156463736664 -3.8617662175031373e-05 -0.00016486630304949105 -0.00075028596517963603 0.00053054064109687733 -9.0177143290497727e-05 7.4218264760448876e-05 0.0003133990268755091 -0.00030294365223943408 -5.1344738111540897e-05 -8.4369174705295984e-05 0.00026839760334714717 -0.00013652471444851178 9.8628112917723259e-05 0.00016605702445439754
leaf_weight=49 82 90 81 60 47 57 78 56 61 48 73 46 54 47 49 329 1362 54 128 314 89 78 202 124 58
leaf_count=49 82 90 81 60 47 57 78 56 61 48 73 46 54 47 49 329 1362 54 128 314 89 78 202 124 58
internal_value=0 -3.89891e-05 -0.000183801 -0.000986974 1.75896e-05 -2.65186e-05 -0.000119007 -0.000234086 0.000122742 -0.000512474 3.14824e-05 9.8799e-06 -0.000148446 -0.000407081 2.37055e-05 5.59848e-05 4.17495e-05 6.66865e-05 -6.54206e-05 -0.000126058 7.97365e-05 4.29241e-05 0 -4.4569e-05 6.07256e-06
internal_weight=0 3634 1025 167 2609 858 373 255 118 126 129 2562 201 93 2361 1740 1691 108 621 442 179 485 407 326 107
internal_count=3716 3634 1025 167 2609 858 373 255 118 126 129 2562 201 93 2361 1740 1691 108 621 442 179 485 407 326 107
is_linear=0
shrinkage=0.0995203


Tree=9067
num_leaves=15
num_cat=0
split_feature=3 3 26 8 10 10 5 0 5 0 18 8 3 0
split_gain=0.00467233 0.0371344 0.00801372 0.000717001 0.000560282 0.000688119 0.000467565 0.000458548 0.000424944 0.000564025 0.000399535 0.000895039 0.000662359 0.000359558
threshold=0.087975000000000012 0.08777500000000002 -0.14224499999999998 0.03530500000000001 0.09056500000000002 0.086690000000000031 0.62404000000000015 -0.22163999999999998 -0.54382499999999989 -0.23177499999999998 -0.085834999999999995 -0.084915000000000004 0.087495000000000031 -0.060094999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 8 -4 -2 -10 11 -9 -12 -11
right_child=4 -3 3 -5 -6 -7 -8 10 9 13 12 -13 -14 -15
leaf_value=-0.0013479234678099913 0.00031440239954459823 -0.0029876793241653825 -0.00032777890577245479 -0.00040737006996296679 0.0003282029513750331 -0.00034036188849306939 0.00030237668951190068 -0.00041072488715442209 -0.00031205157903653252 0 0 0 0.00039081980879370756 0.00010175471408031846
leaf_weight=49 47 46 48 52 59 52 59 74 52 1838 688 184 46 422
leaf_count=49 47 46 48 52 59 52 59 74 52 1838 688 184 46 422
internal_value=0 -0.000214758 -0.000102249 -4.56034e-05 2.43627e-05 1.67735e-05 2.47924e-05 -2.67279e-05 1.75028e-05 1.11131e-05 -1.13357e-05 -0.000118432 2.5193e-05 1.8911e-05
internal_weight=0 1187 1141 1092 2529 2470 2418 1040 2359 2312 992 258 734 2260
internal_count=3716 1187 1141 1092 2529 2470 2418 1040 2359 2312 992 258 734 2260
is_linear=0
shrinkage=0.0995203


Tree=9068
num_leaves=27
num_cat=0
split_feature=22 18 5 0 18 18 5 5 2 5 18 18 0 6 6 18 0 0 9 5 18 18 4 6 9 4
split_gain=0.0285874 0.00319579 0.00706537 0.0181676 0.000854683 0.00471574 0.000741114 0.00122058 0.000899108 0.000721288 0.00123902 0.000694131 0.000581286 0.000585033 0.000447961 0.000629174 0.000426176 0.00201061 0.000629591 0.00040878 0.00034362 0.000723179 0.000448807 0.00117447 0.000426288 0.000115093
threshold=0.13292500000000004 -0.085454999999999989 -0.0050400000000000002 -0.084084999999999993 -0.019539999999999998 -0.025079999999999998 -0.040404999999999996 0.060575000000000011 -0.073884999999999992 -0.025879999999999997 -0.089929999999999996 -0.057764999999999997 -0.23032 0.085465000000000027 0.086520000000000027 0.11362500000000002 -0.057604999999999996 -0.066264999999999991 0.10341500000000002 -0.0024199999999999998 -0.14624999999999996 -0.112385 0.084960000000000022 -0.03764 0.089645000000000016 0.10022000000000002
decision_type=2 2 2 2 2 2 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 -3 8 -8 -1 -11 -9 25 16 -15 -16 17 -14 -18 -4 22 -22 23 -21 -23 -6
right_child=-2 4 19 -5 12 -7 7 11 -10 10 -12 -13 13 14 15 -17 18 -19 -20 20 21 24 -24 -25 -26 -27
leaf_value=-0.00022291372946753215 -0.0024208913859432488 -0.00030106017532147893 -0.00022072731265601703 0.0019712380853275273 -0.00032460452907826426 -0.00099008470961080806 3.0313921752978645e-05 -0.00050723487629112122 0.00042683580368502877 -1.6308941386521017e-05 0.00061327597951742413 -2.6742982818203759e-05 6.9486869534601689e-05 -0.00028540727876253931 4.4204814504825063e-05 -0.00016966162160701457 2.8755268061563335e-05 0.00068416548415691078 -0.00036611306452851962 3.0991590064342048e-05 0.00041503694776447831 -3.5154231199088563e-05 0.00021629051001146091 -0.00053076107090271483 0.00023414765040807829 -8.5199351260756588e-05
leaf_weight=47 47 76 53 74 49 55 177 48 87 75 50 89 1042 65 519 184 254 56 47 175 72 169 64 46 86 54
leaf_count=47 47 76 53 74 49 55 177 48 87 75 50 89 1042 65 519 184 254 56 47 175 72 169 64 46 86 54
internal_value=0 4.88903e-05 0.00021083 0.000666735 -3.46819e-06 -0.000117258 -1.49009e-05 3.72924e-05 0.000164087 0.000100735 0.000228976 -0.000201066 2.2839e-05 3.41431e-05 -3.49309e-05 -1.06071e-05 7.26474e-05 0.000101582 -3.01823e-05 4.09487e-05 6.49478e-05 0.000134796 -1.23216e-05 -8.22302e-05 5.24589e-05 -0.000207039
internal_weight=0 3713 911 246 2802 532 477 401 264 172 125 137 2270 2167 768 703 1399 1098 301 665 612 327 285 221 255 103
internal_count=3760 3713 911 246 2802 532 477 401 264 172 125 137 2270 2167 768 703 1399 1098 301 665 612 327 285 221 255 103
is_linear=0
shrinkage=0.0995203


Tree=9069
num_leaves=25
num_cat=0
split_feature=10 18 17 18 18 3 5 1 8 17 17 8 3 17 1 0 3 5 17 4 0 0 0 26
split_gain=0.0226687 0.00232997 0.0209384 0.000580748 0.00395032 0.000831407 0.000807401 0.00197504 0.00142638 0.00053861 0.000772768 0.000956471 0.00188178 0.000777755 0.00120513 0.000597627 0.000422608 0.000642501 0.000617192 0.000293193 0.000571106 0.000478911 0.000781454 0.000642985
threshold=0.096215000000000023 -0.085454999999999989 0.0036400000000000009 -0.019539999999999998 -0.025079999999999998 0.11275500000000002 0.060575000000000011 -0.06551499999999999 -0.073029999999999984 0.10932500000000002 0.048755000000000014 -0.087770000000000001 0.095490000000000019 0.0065250000000000013 0.021350000000000004 -0.23032 0.084685000000000024 -0.49053999999999998 0.26760500000000004 0.10353000000000002 -0.016659999999999998 -0.086589999999999986 -0.089449999999999988 0.084355000000000027
decision_type=2 2 2 2 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 4 5 6 7 -3 -8 10 13 -12 -13 15 -15 -5 -11 -18 -19 20 21 22 -1 -23
right_child=-2 3 -4 9 -6 -7 8 -9 -10 16 11 12 -14 14 -16 -17 17 18 -20 -21 -22 23 -24 -25
leaf_value=2.7896189308611889e-05 -0.0020080749637606757 0.00036626209497796859 0.0016617987231257597 -0.0002486861826910104 -0.00089155126876761936 0.00038302993418468545 -0.00053973165753858283 -0.00015439661108303075 0.00014600544318053312 0.00038084685259652046 8.919701776332493e-05 -0.00070376223781834079 6.0409913995759791e-05 0.00056183173797706904 -6.4543970637745792e-05 1.8364258135454776e-05 0.00035798308046105744 -0.00021139356641444379 0.00010913349778930426 -0.00016970890809056642 0.00029927619151545997 -0.00020169315901220634 0.00051147400899440303 4.1280346757305254e-05
leaf_weight=133 54 115 86 88 55 50 74 192 48 57 74 69 56 64 54 1441 68 83 207 66 80 155 46 345
leaf_count=133 54 115 86 88 55 50 74 192 48 57 74 69 56 64 54 1441 68 83 207 66 80 155 46 345
internal_value=0 4.56549e-05 0.000183876 3.10526e-07 -9.27362e-05 0 -4.57745e-05 3.79719e-05 -0.000263223 2.26482e-05 0 -0.000185622 -0.000354864 2.19986e-05 0.000268248 2.45904e-06 0.000125096 8.20889e-05 1.45736e-05 2.88209e-05 4.71629e-05 1.62532e-05 0.000156741 -3.24042e-05
internal_weight=0 3706 911 2795 534 479 429 307 122 2261 1846 199 125 1647 118 1529 415 358 290 825 759 679 179 500
internal_count=3760 3706 911 2795 534 479 429 307 122 2261 1846 199 125 1647 118 1529 415 358 290 825 759 679 179 500
is_linear=0
shrinkage=0.0995203


Tree=9070
num_leaves=26
num_cat=0
split_feature=22 2 2 21 21 2 6 0 8 10 0 0 26 26 6 2 0 8 8 8 6 1 6 20 8
split_gain=0.022796 0.00180187 0.0145839 0.0024312 0.00947465 0.00137681 0.00346034 0.00161699 0.0012174 0.00117354 0.000668726 0.00120096 0.00115669 0.000516999 0.000501468 0.00104951 0.00129271 0.00089718 0.000899338 0.000838057 0.000743922 0.00121372 0.000601477 0.000437933 0.000300548
threshold=0.13292500000000004 -0.083204999999999987 -0.083534999999999984 -0.016949999999999996 -0.080634999999999998 -0.082174999999999984 0.089610000000000009 -0.082604999999999998 -0.086914999999999992 0.09056500000000002 -0.086304999999999993 -0.085054999999999992 0.088115000000000013 0.084645000000000012 0.091495000000000007 -0.077714999999999992 -0.076914999999999997 -0.080724999999999991 -0.087374999999999994 -0.07743499999999999 0.088565000000000019 -0.080349999999999991 0.085760000000000017 -0.091229999999999992 -0.086844999999999992
decision_type=2 2 2 2 2 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 13 6 7 8 -3 10 12 -12 -5 24 20 16 -16 18 -17 -19 22 -22 23 -7 -1
right_child=-2 5 -4 9 -6 14 -8 -9 -10 -11 11 -13 -14 -15 15 17 -18 19 -20 -21 21 -23 -24 -25 -26
leaf_value=2.3719407027654407e-05 -0.0021632382068425254 7.6551759042339595e-05 0.0017873316769715 0.0002140485205521066 0.0016398416293113781 0.00023104040006945173 -0.0010170184331243113 0.00045348227406392233 -0.00060909203634242331 0.00041074859386952805 -0.00049553173066799422 -3.27588178227027e-05 -0.00021179822212572495 0.00024295241624567302 -9.4101666040374673e-06 4.4066413425272886e-05 -0.00065585076993283236 0.0004733646110634353 -0.00053628433797949795 1.8437974905456192e-05 0.0006675883765861802 7.5895346564842473e-06 -0.00028607566441091648 1.9101757844240957e-05 -0.00031987456040554336
leaf_weight=47 47 50 51 233 46 105 46 47 49 67 62 593 85 57 68 49 60 49 52 246 48 71 60 1426 46
leaf_count=47 47 50 51 233 46 105 46 47 49 67 62 593 85 57 68 49 60 49 52 246 48 71 60 1426 46
internal_value=0 4.22283e-05 0.000137448 6.87082e-05 0.000390307 -7.94872e-06 -0.000263899 -2.10069e-05 -0.000254538 7.31193e-06 -1.96271e-05 -7.78131e-05 9.76473e-05 1.65912e-06 1.36823e-05 -7.09337e-05 -0.000318825 7.12551e-06 -0.000246623 9.67771e-05 4.00902e-05 0.000280687 2.158e-05 3.41718e-05 -0.000137428
internal_weight=0 3713 1287 1236 196 2426 192 146 99 1040 973 655 318 150 2234 524 128 396 101 295 1710 119 1591 1531 93
internal_count=3760 3713 1287 1236 196 2426 192 146 99 1040 973 655 318 150 2234 524 128 396 101 295 1710 119 1591 1531 93
is_linear=0
shrinkage=0.0995203


Tree=9071
num_leaves=20
num_cat=0
split_feature=10 3 18 20 20 22 0 20 26 6 9 26 6 17 0 8 0 3 17
split_gain=0.0188707 0.00194943 0.012122 0.00140197 0.00796718 0.000799422 0.000601613 0.000670429 0.000920296 0.00078471 0.000576669 0.000598823 0.000376255 0.000367224 0.00222546 0.000874622 0.00122555 0.000656934 0.000285963
threshold=0.096215000000000023 0.083955000000000016 -0.095364999999999991 -0.083404999999999993 -0.084949999999999984 0.12975500000000004 -0.23032 -0.081564999999999985 0.084685000000000024 0.091495000000000007 0.08401500000000002 0.085945000000000021 -0.091244999999999993 0.11180000000000002 -0.085684999999999997 -0.084915000000000004 -0.098180000000000003 0.088185000000000027 -0.016209999999999999
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 13 6 -5 8 -8 -9 11 18 -12 15 -15 16 -3 -17 -4
right_child=-2 3 10 5 -6 -7 7 9 -10 -11 12 -13 -14 14 -16 17 -18 -19 -20
leaf_value=0.0016202338185638881 -0.0018336076600352124 6.1976499352106869e-05 -8.1167401532968608e-05 -0.00027456110022466449 0.001322069411504493 0.00033157318322202804 -0.00057986834530103092 2.9139161039578797e-05 0 -0.00010113942962565162 3.0202623283278389e-05 -0.00029208563492933039 0.0004420683484576301 -0.00027515997664256085 0.0006859020785147758 0.00039556458053893273 -0.00058835440088059383 0 0.0001699817045603415
leaf_weight=55 54 57 84 90 53 65 48 1931 61 600 51 73 46 46 48 54 54 199 91
leaf_count=55 54 57 84 90 53 65 48 1931 61 600 51 73 46 46 48 54 54 199 91
internal_value=0 4.01987e-05 0.000247838 1.48284e-05 0.000166511 -1.26104e-05 -2.11051e-05 -1.21544e-05 -0.000253869 -1.4213e-06 2.66768e-05 -5.10967e-05 0.00023396 3.10022e-05 0.000206886 -1.21695e-05 -0.000247026 8.76346e-05 4.47523e-05
internal_weight=0 3706 400 3306 511 2795 2730 2640 109 2531 345 248 97 458 94 364 111 253 175
internal_count=3760 3706 400 3306 511 2795 2730 2640 109 2531 345 248 97 458 94 364 111 253 175
is_linear=0
shrinkage=0.0995203


Tree=9072
num_leaves=20
num_cat=0
split_feature=10 26 18 26 6 9 9 18 17 17 8 3 8 9 0 3 3 26 3
split_gain=0.00379353 0.000691196 0.0013931 0.00104851 0.000978283 0.000950026 0.00160854 0.00102595 0.000848959 0.00167563 0.000818879 0.00188418 0.000778252 0.00207987 0.00143407 0.000727129 0.0014585 0.000518039 0.000483834
threshold=0.09056500000000002 0.11746500000000003 0.11061000000000003 0.13970500000000005 0.089610000000000009 0.095950000000000021 0.097680000000000031 -0.069565000000000002 -0.56005499999999986 -0.54752499999999993 -0.012329999999999999 0.10244500000000002 -0.073029999999999984 0.10078500000000003 -0.074504999999999988 0.087385000000000032 0.087975000000000012 0.10219500000000002 0.086965000000000028
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 10 8 7 -7 -1 -10 11 -3 14 -14 -8 18 -17 -15 -11
right_child=-2 2 3 -5 -6 6 12 -9 9 15 -12 -13 13 17 -16 16 -18 -19 -20
leaf_value=0.00031760675988432214 0.0006735334791470747 0.00077902053017129505 0.00081456890767313804 0.00011813166726461835 -0.00030998550378447722 -0.00015348476720550936 -0.0001252516129348982 -0.00078984755321019715 -0.00057587255830006282 -3.130194204543516e-05 -0.00018398335327947035 -3.2074075086174195e-05 -0.00067912619110173334 0.00011932783084514724 0.00059645302118617341 0.00036137195898408261 2.780730748657522e-05 -0.00021674475234459165 -0.00030201513242342063
leaf_weight=90 87 47 46 46 65 55 60 53 48 880 49 67 54 144 48 142 1632 66 72
leaf_count=90 87 47 46 46 65 55 60 53 48 880 49 67 54 144 48 142 1632 66 72
internal_value=0 8.2683e-06 0.000148083 0.000475249 1.24776e-05 -4.86625e-06 -0.000134627 -0.000473354 1.65955e-05 6.53439e-06 0.000146089 0.000295144 -3.40864e-05 -0.000128011 0.000187926 1.70898e-05 5.4969e-05 9.80677e-06 -5.2636e-05
internal_weight=0 3664 320 92 228 3344 480 108 2864 2774 163 114 372 264 108 2726 1774 210 952
internal_count=3751 3664 320 92 228 3344 480 108 2864 2774 163 114 372 264 108 2726 1774 210 952
is_linear=0
shrinkage=0.0995203


Tree=9073
num_leaves=20
num_cat=0
split_feature=10 2 6 2 18 26 9 2 3 17 0 18 8 19 2 17 9 9 9
split_gain=0.00307661 0.000660007 0.00073998 0.00111504 0.00083654 0.000773132 0.00111288 0.00293994 0.00292339 0.000743402 0.00103913 0.00128968 0.000852963 0.000715529 0.000790793 0.000849313 0.000397971 0.00083625 0.000748109
threshold=0.09056500000000002 -0.083104999999999998 0.08846500000000003 -0.081344999999999987 0.14607000000000003 -0.22971 0.11296000000000002 -0.050194999999999997 0.17152000000000003 -0.23400499999999999 -0.068899999999999989 0.10554500000000001 -0.046889999999999994 0.11338500000000003 -0.083665000000000003 -0.55286000000000002 0.08401500000000002 0.083795000000000022 0.084345000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 4 -4 5 -3 8 -8 -7 -5 11 -11 -12 14 15 -1 17 -17 -18
right_child=-2 2 3 9 -6 6 7 -9 -10 10 12 -13 -14 -15 -16 16 18 -19 -20
leaf_value=-0.0003379157714448468 0.00060650329564869182 0.00037748562585380394 0.00046411989056571176 0.00044532268587569983 0.00035022720122717044 -2.7879437183267007e-05 0.00012058633045775799 -0.00092433005274415888 0.0007246177916279677 2.3237922264261354e-05 -0.00041324065570615685 0.00044277683225075586 0.00010570225857529555 0.00030030707053220571 -0.00035990749595742782 -1.9154418693094098e-05 0.00037864538658488264 -0.000444114128375335 -8.2543462710331983e-06
leaf_weight=90 87 49 85 50 66 1449 59 47 53 340 78 94 49 54 86 194 53 62 706
leaf_count=90 87 49 85 50 66 1449 59 47 53 340 78 94 49 54 86 194 53 62 706
internal_value=0 7.3565e-06 3.78538e-05 0.000124484 2.38477e-06 -1.09761e-05 -2.33227e-05 -0.000335003 -7.81559e-07 7.58952e-05 4.15101e-05 0.000115992 -0.000206573 -5.12414e-05 -6.7868e-05 -4.43983e-05 -1.75655e-05 -0.000125272 1.76838e-05
internal_weight=0 3664 2419 696 1723 1657 1608 106 1502 611 561 434 127 1245 1191 1105 1015 256 759
internal_count=3751 3664 2419 696 1723 1657 1608 106 1502 611 561 434 127 1245 1191 1105 1015 256 759
is_linear=0
shrinkage=0.0995203


Tree=9074
num_leaves=22
num_cat=0
split_feature=10 18 9 27 6 9 3 3 6 18 6 3 0 6 0 2 18 3 26 3 6
split_gain=0.00249398 0.000540909 0.000634395 0.00273607 0.00177751 0.000508926 0.00161117 0.00174451 0.000760775 0.00124997 0.00048652 0.000435537 0.00111327 0.00159556 0.00155544 0.000773697 0.000605785 0.00145627 0.000754932 0.000462671 0.000333825
threshold=0.09056500000000002 0.0057900000000000009 0.11408000000000003 -0.0027049999999999995 -0.094839999999999994 0.097200000000000022 0.09940000000000003 0.11125500000000002 0.094100000000000031 -0.069565000000000002 0.091795000000000015 0.11769000000000002 -0.069294999999999982 0.092705000000000023 -0.071799999999999989 -0.049174999999999996 0.086285000000000014 0.085845000000000019 0.11746500000000003 0.10325000000000002 -0.069354999999999986
decision_type=2 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 -4 8 -7 -8 10 -10 -5 12 14 19 16 -13 17 -3 -18 -14 -17
right_child=-2 11 4 5 -6 6 7 -9 9 -11 -12 15 13 -15 -16 20 18 -19 -20 -21 -22
leaf_value=0.00053217782465356624 0.00054614414055604676 -5.4465873447520861e-05 -0.00070506049995815807 -2.6122485979800054e-05 5.504475089638964e-05 0.00024034964506549375 -0.00075083073028396814 -6.6090432925132483e-05 0.00032893171519170591 -8.4415913537419225e-05 -0.00034574563631515389 0.00054674225515739837 0.0001557837518075845 -0.00065867581152845723 0.00065030502559880292 0.00025006923024241742 -2.9253161229620965e-05 0.00067361579078962358 0.0003088611387286649 -0.00023192547482107681 -0.00010474195699363343
leaf_weight=90 87 57 49 1832 76 65 63 96 157 130 49 50 78 50 47 49 499 49 75 50 53
leaf_count=90 87 57 49 1832 76 65 63 96 157 130 49 50 78 50 47 49 499 49 75 50 53
internal_value=0 6.66885e-06 -1.74305e-05 -6.07439e-06 -0.000236368 -2.66686e-05 -0.000169751 -0.000342551 -1.15075e-05 0.000138849 -3.48839e-05 6.68822e-05 3.95986e-05 -0.000181904 9.49577e-05 0.000223942 5.53695e-05 0.000274377 1.34994e-05 0 5.76808e-05
internal_weight=0 3664 2607 2482 125 2392 224 159 2168 287 1881 1057 905 178 727 152 680 106 574 128 102
internal_count=3751 3664 2607 2482 125 2392 224 159 2168 287 1881 1057 905 178 727 152 680 106 574 128 102
is_linear=0
shrinkage=0.0995203


Tree=9075
num_leaves=28
num_cat=0
split_feature=10 2 20 20 3 3 9 3 2 21 6 17 6 2 21 3 8 17 4 4 9 9 26 5 17 9 3
split_gain=0.00204132 0.000462151 0.000696418 0.00336509 0.000850342 0.0012207 0.00107036 0.00102536 0.00276443 0.00104512 0.00100712 0.000898085 0.000833174 0.000995106 0.00116139 0.000847681 0.000830066 0.000767965 0.000633701 0.000974964 0.000743305 0.00174723 0.000731929 0.00131337 0.000921434 0.00060914 0.000263148
threshold=0.091870000000000021 -0.083104999999999998 -0.009049999999999999 -0.017315000000000001 0.094285000000000022 0.092635000000000023 0.093605000000000022 0.097255000000000022 -0.072419999999999998 0.13118000000000005 0.098855000000000012 0.12374500000000002 -0.098424999999999999 -0.081344999999999987 0.088795000000000027 0.09940000000000003 -0.081915000000000002 -0.093784999999999993 0.10801000000000002 0.10353000000000002 0.09227500000000001 0.094435000000000033 0.091195000000000012 -0.010424999999999999 -0.017704999999999995 -0.093949999999999992 0.10457000000000002
decision_type=2 2 2 2 2 2 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 3 12 5 11 -7 10 -9 -10 -6 17 15 14 -14 -3 -13 -4 19 20 22 -22 24 -24 -1 -15 -23
right_child=-2 2 4 -5 7 6 -8 8 9 -11 -12 16 13 25 -16 -17 -18 -19 -20 -21 21 26 23 -25 -26 -27 -28
leaf_value=4.8051426441172506e-05 0.00053871426777836625 0.00055921255758789568 -0.0001146765120669381 -0.00084408483590331135 -1.6747918570381611e-05 0.00080541150833648772 0.00011603552488357191 0.00069405086347969268 -8.3888625159379702e-05 0.00032397094508254491 -0.00058889259530752966 6.3793179345441849e-05 0 -0.00031918209207049402 -0.00065734735282776361 0 -0.00047332170049689282 0.00020557156382061825 -0.00039019732886267858 0.00040645813987790532 -0.00071796750396034656 6.2291557477517427e-05 0.00057854486902458077 -9.0297792401332355e-05 -0.00016038136086604803 4.3359934981397883e-05 -0.00021011570435045725
leaf_weight=481 73 52 85 48 79 50 46 60 412 73 53 67 60 49 50 59 47 458 50 49 52 88 55 58 368 673 56
leaf_count=481 73 52 85 48 79 50 46 60 412 73 53 67 60 49 50 59 47 458 50 49 52 88 55 58 368 673 56
internal_value=0 6.87865e-06 3.2489e-05 -3.10419e-05 7.70888e-05 0.000149879 0.000483613 -2.66405e-06 5.63869e-05 -2.08115e-05 -0.000252675 9.98686e-05 9.47501e-06 -2.37916e-05 -0.000303054 0.0002662 -0.000150468 0.000153933 -4.17959e-05 -2.66851e-05 -4.57203e-05 -0.000222547 -8.84227e-06 0.000228001 -4.13298e-05 1.76214e-05 -3.79597e-05
internal_weight=0 3678 2421 991 1430 753 96 677 545 485 132 657 943 832 110 111 114 543 1257 1207 1158 196 962 113 849 722 144
internal_count=3751 3678 2421 991 1430 753 96 677 545 485 132 657 943 832 110 111 114 543 1257 1207 1158 196 962 113 849 722 144
is_linear=0
shrinkage=0.0995203


Tree=9076
num_leaves=21
num_cat=0
split_feature=10 5 0 6 0 2 2 17 0 38 6 5 2 17 18 5 1 1 0 5
split_gain=0.0273999 0.000825978 0.000438833 0.000431036 0.0008036 0.00118384 0.00211073 0.000991584 0.000782723 0.000457483 0.000452501 0.000354055 0.00133042 0.00209771 0.0011016 0.0020099 0.000952027 0.00110919 0.000520169 0.000635457
threshold=0.096215000000000023 0.63223000000000018 -0.096019999999999994 -0.095554999999999987 -0.057604999999999996 -0.049174999999999996 -0.0097149999999999997 -0.012754999999999999 -0.092134999999999995 -0.080750000000000002 -0.06656999999999999 -0.095169999999999991 -0.079739999999999991 -0.081674999999999998 0.086800000000000016 -0.028405 0.10924000000000002 0.00039500000000000011 -0.10806499999999999 -0.46244499999999994
decision_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 4 5 7 -7 -4 -5 -10 -11 16 13 -13 15 -14 17 -1 19 -18
right_child=-2 -3 3 8 -6 6 -8 -9 9 10 -12 12 14 -15 -16 -17 18 -19 -20 -21
leaf_value=-5.4633875956770481e-05 0.0023170716693683389 -0.00035169725591817634 0.00024642428741614489 -0.00033453237841081583 -0.00013984692107629979 0.0009691726639396188 2.734143675009374e-05 -0.0002796044998054669 -0.00028130681683635533 0.00012172804538768818 2.1733921945002641e-06 0 0.00067706528201393805 -0.00091956303779189156 -0.00033909131572003255 -7.9334275970677134e-05 -0.00013469568789178411 0.00045569840171970854 -0.00039039655907536895 0.0001952087233155813
leaf_weight=84 51 67 90 65 80 47 51 58 50 378 1929 49 47 48 74 129 221 80 53 77
leaf_count=84 51 67 90 65 80 47 51 58 50 378 1929 49 47 48 74 129 221 80 53 77
internal_value=0 -5.43664e-06 7.63044e-07 2.04202e-05 0.000127972 0.000218396 0.00048739 3.47466e-05 5.60573e-06 1.53332e-05 2.21172e-05 -6.09529e-05 -0.000138795 -0.000451941 -1.40192e-05 0.000118008 -6.91468e-06 0.000189317 -0.000100934 -4.67048e-05
internal_weight=0 3677 3610 2748 326 246 98 148 2422 2357 2307 862 347 97 250 176 515 164 351 298
internal_count=3728 3677 3610 2748 326 246 98 148 2422 2357 2307 862 347 97 250 176 515 164 351 298
is_linear=0
shrinkage=0.0995203


Tree=9077
num_leaves=12
num_cat=0
split_feature=22 5 23 8 4 0 6 0 4 20 5
split_gain=0.0333606 0.000601891 0.000513477 0.000540089 0.00065899 0.000619462 0.0022432 0.000948291 0.00123243 0.000653554 0.000420667
threshold=0.13240000000000005 0.62720500000000012 0.086650000000000019 -0.49499500000000002 0.12182500000000003 -0.15137999999999999 -0.217 -0.096019999999999994 0.12061000000000001 -0.042414999999999994 -0.49053999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 8 -7 -8 -9
right_child=-2 -3 -4 5 -6 7 9 10 -10 -11 -12
leaf_value=1.5905575766329648e-05 0.0026870259553138337 -0.00026246539165014713 -0.00031050618329088317 0.00078643566914429665 -0.00049254845558700333 -7.6144267323708344e-05 -0.00014359471124539923 0.0002978158587218304 -0.00060582613883196064 0.00019634151214415756 1.3537534313537216e-05
leaf_weight=47 46 91 53 46 48 457 114 53 49 109 2615
leaf_count=47 46 91 53 46 48 457 114 53 49 109 2615
internal_value=0 -9.59452e-06 -2.95852e-06 1.41724e-06 -0.000232381 8.106e-06 0.000153188 -3.93192e-06 -0.000129055 1.88915e-05 1.94916e-05
internal_weight=0 3682 3591 3538 95 3443 269 3174 506 223 2668
internal_count=3728 3682 3591 3538 95 3443 269 3174 506 223 2668
is_linear=0
shrinkage=0.0995203


Tree=9078
num_leaves=18
num_cat=0
split_feature=22 5 9 9 9 6 8 6 2 9 8 2 2 8 24 27 17
split_gain=0.0270512 0.000494869 0.00147235 0.000419741 0.00110095 0.000860778 0.00171662 0.00116083 0.000663178 0.000645528 0.00324778 0.00191964 0.000714746 0.000421905 0.000439944 0.000429648 0.000256528
threshold=0.13240000000000005 0.62404000000000015 0.09550500000000002 0.092605000000000021 0.093535000000000021 0.11816500000000002 -0.073029999999999984 0.10877500000000002 -0.077604999999999993 0.091010000000000021 -0.049499999999999995 -0.08237499999999999 -0.077115000000000003 -0.49499500000000002 0.083550000000000027 -0.01137 -0.010239999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 16 7 -7 8 -6 13 11 -11 -13 -1 15 -15 -5
right_child=-2 2 -4 4 5 6 -8 -9 -10 10 -12 12 -14 14 -16 -17 -18
leaf_value=-0.00022121963438541479 0.0024196127777173912 0.00012595805742295177 -0.00062105487363044371 0.00054744813300337412 0.00014005936805748675 -0.00069982300722128544 4.8071766657404019e-05 0.00049524264664278631 -5.9284633068110795e-05 0.0005733882632930887 -0.00088126398117021221 -0.00044567713789350099 6.7400459520038488e-05 -0.00021588197814092239 -0.00030180741418675642 1.451252638734032e-05 0.00019096305681290198
leaf_weight=89 46 53 49 47 280 47 81 56 398 46 51 55 48 83 47 2200 52
leaf_count=89 46 53 49 47 280 47 81 56 398 46 51 55 48 83 47 2200 52
internal_value=0 -8.63967e-06 -0.000224875 -2.2501e-06 5.37508e-05 1.66555e-05 -0.00022015 5.90667e-05 2.18329e-05 -2.31113e-05 -0.000195135 3.42205e-05 -0.000198625 -8.55015e-06 -7.53728e-08 5.7778e-06 0.000368473
internal_weight=0 3682 102 3580 961 862 128 734 678 2619 200 149 103 2419 2330 2283 99
internal_count=3728 3682 102 3580 961 862 128 734 678 2619 200 149 103 2419 2330 2283 99
is_linear=0
shrinkage=0.0995203


Tree=9079
num_leaves=11
num_cat=0
split_feature=10 10 19 24 5 21 26 5 26 26
split_gain=0.0221905 0.000619712 0.000415713 0.000486997 0.000452786 0.00102567 0.000718648 0.00045996 0.000877088 0.000541295
threshold=0.096215000000000023 0.08821500000000003 -0.14551 0.10216500000000002 -0.50126999999999999 -0.070074999999999985 -0.025024999999999999 -0.081415000000000001 0.11575500000000001 0.11991000000000003
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 7 6 -8 9 -10 -11
leaf_value=-0.00028887502147134718 0.0020807642279228704 -0.00032945967411971409 -0.00044745705995961037 -0.00032162799506258892 3.9662089361155148e-05 -0.00025166943572955188 0.00014902881915078718 4.9207126450787107e-06 0.00035693024497311356 -0.00018322673156106339
leaf_weight=50 51 59 70 46 757 71 118 2245 99 162
leaf_count=50 51 59 70 46 757 71 118 2245 99 162
internal_value=0 -9.34893e-06 -3.9025e-06 0 4.29285e-06 -0.000122028 0 1.45704e-05 7.73118e-05 -7.40221e-06
internal_weight=0 3677 3618 3568 3522 259 189 3263 856 2407
internal_count=3728 3677 3618 3568 3522 259 189 3263 856 2407
is_linear=0
shrinkage=0.0995203


Tree=9080
num_leaves=13
num_cat=0
split_feature=10 27 8 29 17 19 10 0 27 1 29 8
split_gain=0.0035968 0.00230753 0.0126173 0.00141935 0.00115722 0.000949269 0.000782606 0.000568363 0.000224773 0.000379881 0.000404203 0.000291907
threshold=0.093790000000000026 0.079750000000000029 -0.060034999999999998 0.096845000000000028 -0.57205499999999987 -0.10411999999999999 0.086275000000000018 0.11291000000000002 0.10530500000000002 0.42491000000000007 -0.077709999999999987 -0.090134999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 -1 -6 7 -7 9 10 11 -3
right_child=-2 2 -4 -5 5 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.00049558016327568152 -0.00072542333746507487 1.8010009096331529e-05 0.0017226434477783275 -0.0004466857158465229 0.00042483345324650571 1.4129385004285343e-06 0.0003830185711735884 -0.00023392755007568022 -0.00013420293927615982 0.00030085670286184458 0.00015959268312720212 -0.00031434288959316726
leaf_weight=46 66 47 50 72 53 2999 52 105 74 52 80 49
leaf_count=46 66 47 50 72 53 2999 52 105 74 52 80 49
internal_value=0 1.57721e-05 0.000258169 -9.62768e-06 0 7.14453e-06 0 -6.28427e-06 1.29954e-05 6.43608e-05 -8.61764e-07 -0.000143101
internal_weight=0 3679 352 3327 3255 3209 3156 3104 302 228 176 96
internal_count=3745 3679 352 3327 3255 3209 3156 3104 302 228 176 96
is_linear=0
shrinkage=0.0995203


Tree=9081
num_leaves=14
num_cat=0
split_feature=21 27 27 17 23 4 4 6 4 0 11 6 3
split_gain=0.00233253 0.00200259 0.0129582 0.000898211 0.000761526 0.00073182 0.00124622 0.00118864 0.000728546 0.000502424 0.000422916 0.000425934 0.000202691
threshold=0.15372000000000005 0.080870000000000011 0.085775000000000032 -0.57205499999999987 0.086650000000000019 0.13849500000000003 0.12182500000000003 -0.23160999999999998 0.14996500000000004 -0.059114999999999994 -0.085879999999999998 -0.098424999999999999 0.11693000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 -5 -7 10 -4 12 -12
right_child=-2 2 9 4 -6 8 -8 -9 -10 -11 11 -13 -14
leaf_value=-0.00044625981542231155 -0.00052243552892239982 0.001741571704073671 -0.00031577217380040096 0.00050673239542415693 -0.00036055589526827269 0.00053704972150489365 -0.00041138388592340904 -2.8617066647398872e-06 0 0.00022932103553100953 0.00029579420697651985 -0.00016285641544743588 0
leaf_weight=46 82 49 55 46 58 50 73 2995 46 70 46 83 46
leaf_count=46 82 49 55 46 58 50 73 2995 46 70 46 83 46
internal_value=0 1.42121e-05 0.000241054 -9.42982e-06 -3.03055e-06 3.17439e-06 -4.91077e-06 4.57753e-06 0.000273964 -1.30167e-06 -7.50505e-05 0 0.000148076
internal_weight=0 3663 349 3314 3268 3210 3114 3041 96 300 230 175 92
internal_count=3745 3663 349 3314 3268 3210 3114 3041 96 300 230 175 92
is_linear=0
shrinkage=0.0995203


Tree=9082
num_leaves=16
num_cat=0
split_feature=10 27 26 29 2 1 2 4 17 4 4 1 3 3 21
split_gain=0.00297825 0.00160265 0.0101991 0.00106192 0.000684883 0.00109683 0.00101092 0.00156999 0.000821718 0.000865808 0.00211102 0.00150435 0.000209468 0.000222839 0.00035318
threshold=0.093790000000000026 0.083650000000000016 -0.126245 0.096845000000000028 -0.012154999999999999 -0.50763499999999995 0.0021050000000000005 0.08544000000000003 -0.56655999999999984 0.10353000000000002 0.10904000000000003 -0.44477499999999998 0.13345500000000002 0.014805000000000004 0.085955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 -6 -7 -8 -1 11 -11 -10 13 -4 -15
right_child=-2 2 12 -5 5 6 7 -9 9 10 -12 -13 -14 14 -16
leaf_value=-0.00040447042137466279 -0.00066041489667858469 0.0015027201356276629 9.1000234915015855e-05 -0.00038433197499771252 0.0005062940875169284 0.00044906637914153585 -0.00031790283700513752 0.00010230957381544527 -0.00057001424308882878 0.00074861456203943234 -0.00012922638538682323 -1.2393777305161849e-05 0.00013571850427629702 -0.00027466051604497913 2.1861259553844173e-05
leaf_weight=54 66 52 58 72 59 57 114 386 49 49 58 2455 66 81 69
leaf_count=54 66 52 58 72 59 57 114 386 49 49 58 2455 66 81 69
internal_value=0 1.40453e-05 0.00022477 -6.19853e-06 1.84993e-06 9.66516e-05 5.17906e-05 4.86387e-06 -1.97558e-05 -1.14857e-05 0.000265125 -2.36326e-05 -1.47729e-05 -6.64606e-05 -0.000132803
internal_weight=0 3679 326 3353 3281 616 557 500 2665 2611 107 2504 274 208 150
internal_count=3745 3679 326 3353 3281 616 557 500 2665 2611 107 2504 274 208 150
is_linear=0
shrinkage=0.0995203


Tree=9083
num_leaves=16
num_cat=0
split_feature=10 1 27 17 18 26 2 30 21 21 19 27 27 17 18
split_gain=0.00250847 0.00205135 0.00887318 0.0010423 0.00120427 0.000999584 0.000987946 0.000977908 0.000420978 0.00168773 0.000402604 0.00034573 0.000419991 0.00029254 0.000146073
threshold=0.090150000000000022 -0.16272499999999998 0.076710000000000014 -0.56368999999999991 -0.040349999999999997 -0.23202999999999999 -0.053085 0.11032500000000002 -0.013044999999999999 -0.023324999999999999 0.10883000000000002 0.10530500000000002 0.096090000000000023 -0.14763999999999997 0.086510000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 13 6 -3 8 9 10 -7 12 -10 -5 -6
right_child=-2 5 -4 4 14 7 -8 -9 11 -11 -12 -13 -14 -15 -16
leaf_value=-0.00037084871034829138 -0.00052308705536778066 0 0.0015330814859668244 0.00021178122517466545 -0.0001432709948000512 2.2618406783701788e-05 -0.00063828927676788238 0.00037098797293144144 5.7950585695549859e-06 -0.00063207075004542332 -0.00025087944511124926 -0.00023786162481294782 0.00029480003237712492 0.00060126760695662727 4.6596238865393339e-05
leaf_weight=49 88 49 46 48 72 301 49 69 2623 52 64 56 51 46 82
leaf_count=49 88 49 46 48 72 301 49 69 2623 52 64 56 51 46 82
internal_value=0 1.45782e-05 0.00024635 4.43017e-05 0.000129628 -9.16324e-06 -0.000322275 1.23544e-07 -7.74777e-06 -0.000100997 -2.30946e-05 6.19597e-06 1.16133e-05 0.00041109 -3.68571e-05
internal_weight=0 3657 343 297 248 3314 98 3216 3147 417 365 2730 2674 94 154
internal_count=3745 3657 343 297 248 3314 98 3216 3147 417 365 2730 2674 94 154
is_linear=0
shrinkage=0.0995203


Tree=9084
num_leaves=20
num_cat=0
split_feature=28 18 18 18 3 9 3 8 8 18 8 3 29 5 5 30 4 9 27
split_gain=0.00609366 0.00062339 0.000805853 0.000985159 0.000888385 0.000893204 0.0008877 0.000805103 0.00134086 0.000853607 0.000791018 0.000784118 0.000682361 0.000692586 0.000663853 0.000419597 0.000480277 0.000657556 0.000374276
threshold=0.080375000000000016 -0.046804999999999992 -0.055464999999999993 -0.065634999999999985 0.11816500000000002 0.097510000000000027 0.084855000000000028 -0.073999999999999996 -0.068549999999999986 0.22074500000000005 -0.077604999999999993 0.082595000000000016 -0.082294999999999993 -0.067969999999999989 -0.0083599999999999994 0.090320000000000025 0.10515500000000001 0.084380000000000024 0.092265000000000028
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 6 -6 11 10 -9 12 15 -1 -10 -14 -8 16 17 -3 -18
right_child=-2 7 -4 -5 5 -7 14 8 9 -11 -12 -13 13 -15 -16 -17 18 -19 -20
leaf_value=-2.5721685293287334e-05 0.00086667481982920604 -0.00016675543013256914 -0.00044635622823911426 0.00037929796755122096 -3.5458892012531044e-05 -0.00060950398255067316 -0.00013061318093706521 0.00049076564124881099 -0.00034118023036314594 0.00046719930878752263 -0.00038311565420559091 -0.00054114766343771944 0.00012333507614413982 -6.5997570853413678e-05 5.1800971009881502e-05 -0.00026377122061734069 5.6725360329206858e-05 1.4020648967345481e-05 0.00036820774440106293
leaf_weight=62 80 262 54 50 56 58 289 76 46 47 60 62 505 302 622 63 192 807 51
leaf_count=62 80 262 54 50 56 58 289 76 46 47 60 62 505 302 622 63 192 807 51
internal_value=0 -1.12391e-05 -6.83193e-05 -5.06107e-05 -7.00311e-05 -0.000334698 -4.00885e-05 1.8086e-05 8.80279e-05 5.31093e-05 -2.89138e-05 -0.000290037 2.93334e-05 5.14676e-05 -5.16837e-06 -1.28623e-05 -1.9017e-07 -2.95198e-05 0.000125467
internal_weight=0 3664 1253 1199 1149 114 1035 2411 976 900 1435 124 853 807 911 1375 1312 1069 243
internal_count=3744 3664 1253 1199 1149 114 1035 2411 976 900 1435 124 853 807 911 1375 1312 1069 243
is_linear=0
shrinkage=0.0995203


Tree=9085
num_leaves=17
num_cat=0
split_feature=28 0 18 20 23 2 1 18 0 17 2 5 5 6 6 0
split_gain=0.00494178 0.000589671 0.00108266 0.00159178 0.000470018 0.000767757 0.000515442 0.000662586 0.000884311 0.00164416 0.001048 0.000563232 0.00110767 0.000902373 0.000607197 0.000564214
threshold=0.080375000000000016 -0.19631499999999999 0.089365000000000014 -0.042414999999999994 -0.022119999999999997 0.0049750000000000011 0.0099250000000000015 0.022040000000000008 -0.057604999999999996 0.12439000000000001 -0.041009999999999998 -0.045014999999999993 -0.039649999999999998 0.09840500000000002 -0.14723999999999998 -0.071799999999999989
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 -3 11 8 9 -8 -10 13 -13 15 -14 -6
right_child=-2 4 -4 -5 6 -7 7 -9 10 -11 -12 12 14 -15 -16 -17
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leaf_weight=59 80 48 47 89 596 51 448 89 47 99 46 51 55 83 1759 97
leaf_count=59 80 48 47 89 596 51 448 89 47 99 46 51 55 83 1759 97
internal_value=0 -1.01651e-05 0.000157762 1.98552e-05 -1.98406e-05 0.000192901 -2.63332e-05 -0.000100482 -6.35395e-05 -1.37415e-05 -0.000347634 -5.55577e-06 -3.54867e-05 6.53237e-05 -2.21538e-05 2.69086e-05
internal_weight=0 3664 195 148 3469 99 3370 729 640 547 93 2641 1865 776 1814 693
internal_count=3744 3664 195 148 3469 99 3370 729 640 547 93 2641 1865 776 1814 693
is_linear=0
shrinkage=0.0995203


Tree=9086
num_leaves=19
num_cat=0
split_feature=28 0 4 20 17 9 9 1 20 8 7 29 2 4 2 2 4 3
split_gain=0.00400784 0.000478805 0.000993445 0.000593648 0.000385044 0.00124171 0.000809303 0.000616956 0.00272305 0.000852934 0.000377142 0.00035321 0.000679928 0.00102819 0.000444664 0.00100911 0.000910822 0.000345357
threshold=0.080375000000000016 -0.19631499999999999 0.10755500000000003 -0.071149999999999991 -0.35269999999999996 0.10591500000000002 0.099125000000000033 -0.01504 -0.077394999999999992 -0.080724999999999991 0.093110000000000012 -0.039379999999999991 -0.035314999999999992 0.12665500000000005 0.13896000000000006 -0.0072299999999999994 0.14154500000000006 0.090765000000000026
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 9 -9 -3 11 12 -6 -14 15 -13 -16 -5
right_child=-2 4 -4 17 10 -7 -8 8 -10 -11 -12 14 13 -15 16 -17 -18 -19
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leaf_weight=47 80 99 56 46 49 46 51 72 50 218 49 2251 205 58 136 120 65 46
leaf_count=47 80 99 56 46 49 46 51 72 50 218 49 2251 205 58 136 120 65 46
internal_value=0 -9.21025e-06 0.000142061 0 -1.79495e-05 -9.55699e-05 -4.73397e-05 -9.23889e-05 -0.000283016 -1.64419e-05 -3.48544e-06 -8.41252e-06 -0.000108493 -0.000173679 3.40964e-06 -8.31234e-06 0.000145755 -0.000147519
internal_weight=0 3664 195 139 3469 536 490 439 122 317 2933 2884 312 263 2572 2371 201 92
internal_count=3744 3664 195 139 3469 536 490 439 122 317 2933 2884 312 263 2572 2371 201 92
is_linear=0
shrinkage=0.0995203


Tree=9087
num_leaves=12
num_cat=0
split_feature=28 21 21 26 9 3 8 18 21 21 11
split_gain=0.00324923 0.000997661 0.000725653 0.000774932 0.00180872 0.00199056 0.00224747 0.00194439 0.000394005 0.000601949 0.000319533
threshold=0.080375000000000016 0.15895000000000004 0.13557500000000003 0.11746500000000003 0.11296000000000002 0.10259500000000003 -0.049499999999999995 0.087505000000000013 0.12603000000000006 0.11987500000000002 -0.08577499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 6 -5 -6 9 10 -1
right_child=-2 -3 -4 4 7 -7 -8 -9 -10 -11 -12
leaf_value=-0.00017649533032168156 0.00063281689692061115 0.00039374924936502617 -0.00029443438684569946 0.00050938838704344682 -0.00065648739835853928 0.00090396610121411974 -0.00034085452657447204 0.0002508013184602833 0.00023216202230378935 -0.00038074903185679243 -1.3881822507521933e-05
leaf_weight=126 80 60 90 70 46 47 54 46 59 47 3019
leaf_count=126 80 60 90 70 46 47 54 46 59 47 3019
internal_value=0 -8.22694e-06 -1.51463e-05 -7.76021e-06 0.000156182 0.000349342 0.00013252 -0.000193945 -2.12747e-05 -2.62156e-05 -2.0657e-05
internal_weight=0 3664 3604 3514 263 171 124 92 3251 3192 3145
internal_count=3744 3664 3604 3514 263 171 124 92 3251 3192 3145
is_linear=0
shrinkage=0.0995203


Tree=9088
num_leaves=12
num_cat=0
split_feature=5 28 2 17 21 17 17 22 17 3 3
split_gain=0.00175009 0.000687777 0.000491111 0.00116783 0.000545957 0.000638389 0.000488662 0.000525692 0.000666341 0.000362798 0.000297736
threshold=0.6362850000000001 0.080855000000000024 0.12875500000000004 -0.5696199999999999 0.095970000000000014 -0.0069749999999999994 -0.55380499999999999 0.079365000000000019 -0.067864999999999995 0.093835000000000016 0.13345500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -5 9 -9 -8 -7
right_child=-2 -3 4 6 -6 10 7 8 -10 -11 -12
leaf_value=0.00044222984667301499 0.00058082490026482652 -0.00030647095953861278 -0.00049351273410376062 -0.00030912544388472985 7.2617904654062165e-05 5.0614947128871127e-05 -7.5821850177788292e-06 6.2124179808878348e-05 -0.00026543358239780487 6.376293092964601e-05 -0.00023826750418205362
leaf_weight=61 51 74 60 49 88 65 1840 99 149 1129 69
leaf_count=61 51 74 60 49 88 65 1840 99 149 1129 69
internal_value=0 -6.13171e-06 0 1.07148e-05 -0.000126072 -0.000220419 2.40459e-06 7.40416e-06 -0.000131374 1.9272e-05 -9.20288e-05
internal_weight=0 3683 3609 3327 282 194 3266 3217 248 2969 134
internal_count=3734 3683 3609 3327 282 194 3266 3217 248 2969 134
is_linear=0
shrinkage=0.0995203


Tree=9089
num_leaves=17
num_cat=0
split_feature=17 18 28 6 6 3 3 36 3 9 19 3 3 3 18 26
split_gain=0.00103432 0.00189125 0.000607266 0.000540451 0.000908141 0.000441925 0.00096439 0.000751398 0.000719451 0.000342218 0.000561898 0.000346761 0.00182257 0.00143792 0.000324441 0.000293513
threshold=-0.55754499999999996 -0.060544999999999995 0.080855000000000024 -0.099455000000000002 -0.10567 0.085730000000000015 0.014805000000000004 0.088355000000000031 0.089535000000000017 -0.093949999999999992 -0.10411999999999999 0.087570000000000023 0.08802500000000002 0.087235000000000021 -0.019539999999999998 0.10439000000000002
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 -7 14 -11 13 -13 -12 -5 -10
right_child=2 -3 -4 9 -6 8 -8 -9 15 10 11 12 -14 -15 -16 -17
leaf_value=-0.00012233206054882711 -0.00028707199862909914 0.00066598620530763171 -0.0002843159914190405 1.0441183083824172e-05 -0.00049370217867169696 0.00032477819699440442 -0.00055881534714177534 0.00026337815591622902 -1.3311893493822949e-05 0.00033891505891255866 1.587308656008203e-07 0.00044802494859587816 1.6672315812935257e-05 -0.00048911070484234439 -0.00033305277526363044 -0.00028247089256676502
leaf_weight=55 50 63 77 47 50 59 49 48 334 55 798 103 1782 64 53 47
leaf_count=55 50 63 77 47 50 59 49 48 334 55 798 103 1782 64 53 47
internal_value=0 0.000291612 -7.76322e-06 -1.51479e-06 -8.4735e-05 -4.8505e-05 -0.000197914 -9.11044e-06 0 1.64703e-05 2.31827e-05 1.65631e-05 4.06765e-05 -3.52179e-05 -0.000163424 -4.86639e-05
internal_weight=0 118 3616 3539 637 587 147 98 440 2902 2802 2747 1885 862 100 381
internal_count=3734 118 3616 3539 637 587 147 98 440 2902 2802 2747 1885 862 100 381
is_linear=0
shrinkage=0.0995203


Tree=9090
num_leaves=17
num_cat=0
split_feature=17 1 28 9 9 3 0 2 2 3 20 20 20 18 2 18
split_gain=0.000834424 0.00177181 0.000492388 0.000420083 0.000630058 0.00140307 0.00043859 0.000718431 0.000958794 0.000409418 0.000776355 0.00143923 0.00058053 0.000557258 0.00134316 0.000696136
threshold=-0.55754499999999996 -0.49837999999999999 0.080855000000000024 0.11222500000000002 0.10341500000000002 0.10134000000000003 -0.046675000000000001 -0.046564999999999995 -0.063744999999999982 0.10892000000000003 -0.058504999999999995 -0.076005000000000003 -0.012544999999999999 0.10698500000000001 -0.076524999999999996 0.09729500000000002
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 -6 7 8 -5 13 11 -11 -12 15 -15 -2
right_child=2 -3 -4 6 5 -7 -8 -9 -10 10 12 -13 -14 14 -16 -17
leaf_value=-7.5049438396177846e-05 1.0068506273087142e-05 0.00069058673812860813 -0.00025602080676969503 0.00021465865408310596 -0.00061595296198612922 2.5682139895007497e-05 0.00037171100845916636 0.00034147837342429402 -0.00029277634397315851 -7.6212769218956836e-05 -0.00047876004233812634 0.00047450724744552689 -0.00011353973934338048 0 0.00048978828503697179 -0.00028882464946535495
leaf_weight=65 2182 53 77 65 54 84 55 60 83 189 53 62 306 185 81 80
leaf_count=65 2182 53 77 65 54 84 55 60 83 189 53 62 306 185 81 80
internal_value=0 0.000261901 -6.99062e-06 -1.34101e-06 -1.12846e-05 -0.000219461 0.000119406 4.87552e-05 -6.43851e-05 -1.86874e-06 -7.52801e-05 5.65603e-05 -0.000169738 1.55214e-05 0.000151784 -1.4053e-07
internal_weight=0 118 3616 3539 3276 138 263 208 148 3138 610 251 359 2528 266 2262
internal_count=3734 118 3616 3539 3276 138 263 208 148 3138 610 251 359 2528 266 2262
is_linear=0
shrinkage=0.0995203


Tree=9091
num_leaves=25
num_cat=0
split_feature=5 6 1 5 6 6 3 18 5 3 18 1 18 8 4 4 4 21 8 4 3 6 18 3
split_gain=0.00125709 0.000434078 0.000760648 0.00198346 0.00170306 0.00377618 0.000994178 0.00118877 0.00110567 0.00166221 0.000818624 0.000418755 0.000607076 0.00036936 0.00030261 0.000868026 0.000644949 0.000375059 0.000561551 0.000388731 0.000363169 0.000274548 0.000963961 0.000482666
threshold=0.6362850000000001 0.089315000000000019 -0.083284999999999984 -0.011764999999999999 0.092120000000000021 0.090845000000000023 0.093715000000000021 -0.069565000000000002 -0.07965499999999999 0.092300000000000021 0.10861000000000003 -0.087944999999999995 -0.049119999999999997 -0.074504999999999988 0.10386500000000003 0.10022000000000002 0.10662500000000001 -0.032929999999999994 0.062560000000000018 0.11037000000000002 0.080495000000000025 0.087670000000000012 -0.010395 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
left_child=1 14 3 -3 5 -4 8 -8 -6 -10 -9 12 13 -5 15 20 -16 -18 19 -19 -1 23 -23 -22
right_child=-2 2 4 11 6 -7 7 10 9 -11 -12 -13 -14 -15 16 -17 17 18 -20 -21 21 22 -24 -25
leaf_value=-0.00025323948351061056 0.00049204284408450156 -0.00058382572862478285 2.7266780704697578e-05 0.00030039015973337587 0.00025329653614973113 0.0011620476271412313 0.00054209934360913343 -9.5563962979858797e-05 -9.6804090380998377e-06 -0.00073530108614157613 0.00025985484989438323 0.00031394209727877531 -0.00023520625858219451 -5.0992744428790234e-05 -0.00038596756815292827 0.00034709268581258561 -0.00028595957815786383 0.0001882026903513236 0.0002837313767714752 -9.6198111853727103e-05 6.3809428800868929e-05 -0.00037678835227030404 9.3106401035041966e-05 -4.0608335794662416e-05
leaf_weight=64 51 61 83 60 47 46 59 159 82 53 106 48 75 52 65 66 60 53 53 372 714 83 86 1136
leaf_count=64 51 61 83 60 47 46 59 159 82 53 106 48 75 52 65 66 60 53 53 372 714 83 86 1136
internal_value=0 -5.41899e-06 5.30382e-05 -7.70704e-05 0.000114976 0.000438264 3.09395e-05 0.000136833 -0.000153076 -0.000300618 4.35144e-05 5.09869e-05 -1.2132e-05 0.000129939 -2.54925e-05 -7.5933e-06 -8.79248e-05 -5.03943e-05 -1.91128e-05 -5.88055e-05 -1.92246e-05 -1.14011e-05 -0.000132826 0
internal_weight=0 3683 931 296 635 129 506 324 182 135 265 235 187 112 2752 2149 603 538 478 425 2083 2019 169 1850
internal_count=3734 3683 931 296 635 129 506 324 182 135 265 235 187 112 2752 2149 603 538 478 425 2083 2019 169 1850
is_linear=0
shrinkage=0.0995203


Tree=9092
num_leaves=15
num_cat=0
split_feature=11 27 5 3 3 5 7 6 5 9 3 3 3 3
split_gain=0.00128066 0.00120998 0.00088984 0.00558135 0.00808632 0.0011837 0.000817333 0.000781714 0.000661673 0.000986546 0.000500884 0.00261014 0.000600478 0.00047494
threshold=-0.37506 0.11266000000000002 0.049800000000000011 0.085505000000000012 0.081225000000000019 0.060575000000000011 -0.22253999999999999 0.11345500000000001 0.0076350000000000012 0.090695000000000012 0.087570000000000023 0.088115000000000013 0.087235000000000021 0.12212000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -4 -5 -2 13 10 -10 12 -12 -8 -7
right_child=1 -3 3 5 -6 7 8 -9 9 -11 11 -13 -14 -15
leaf_value=0.00044526571263052211 0.00039142945162140585 -0.00040968553838453397 -2.6208108677638527e-05 0.00049280119923137908 0.0017701009697717656 -1.3135469361212022e-05 -4.6587856568698302e-05 -0.00029231840828847358 0 -0.00057705609033396649 0.00048073921894610462 -1.2784543201400603e-05 -0.00035697782661299417 0.00022487056178877913
leaf_weight=67 48 68 52 48 46 585 843 90 63 52 114 1509 68 96
leaf_count=67 48 68 52 48 46 585 843 90 63 52 114 1509 68 96
internal_value=0 5.83249e-06 1.38773e-05 9.86831e-05 0.000808605 1.27357e-05 -1.46538e-05 -1.60899e-05 -2.23211e-05 -0.000256136 -1.13869e-05 2.13763e-05 -7.0655e-05 1.9214e-05
internal_weight=0 3682 3614 917 98 819 2697 771 2649 115 2534 1623 911 681
internal_count=3749 3682 3614 917 98 819 2697 771 2649 115 2534 1623 911 681
is_linear=0
shrinkage=0.0995203


Tree=9093
num_leaves=18
num_cat=0
split_feature=0 3 5 5 0 9 0 17 5 0 8 9 20 3 0 26 17
split_gain=0.00101817 0.00168057 0.000813342 0.00514392 0.00788878 0.000991024 0.000868522 0.000723379 0.000496954 0.00163711 0.000479359 0.00061073 0.000585357 0.000707097 0.000470733 0.000476687 0.000359121
threshold=-0.23058999999999999 0.09587500000000003 0.049800000000000011 0.065520000000000023 -0.077784999999999993 0.12188500000000002 -0.077544999999999989 -0.56137499999999996 0.0076350000000000012 -0.079805000000000001 0.099175000000000027 0.098720000000000016 1.0000000180025095e-35 0.12212000000000002 -0.19631499999999999 0.26711000000000013 -0.095109999999999986
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 8 -7 -5 14 -10 12 -12 13 -9 -2 16 -16
right_child=2 -3 3 7 -6 6 -8 10 9 -11 11 -13 -14 -15 15 -17 -18
leaf_value=0.00073876619063067571 -0.0003019676292016716 0 0.0016797740867782736 -0.00027438458312505927 1.2433414228218707e-06 4.464532081666177e-06 0.0005982761322814497 4.3312715365027443e-05 0.00017752108481889945 -0.0005772790170881152 4.5604568787271025e-05 -0.00042610793362996468 -0.00023696030065471158 0.0003528998132741132 0.00010825165523102432 -0.00027901371777453869 -2.5515435014475233e-05
leaf_weight=50 61 77 48 88 68 58 46 491 49 64 55 49 58 88 218 69 2112
leaf_count=50 61 77 48 88 68 58 46 491 49 64 55 49 58 88 218 69 2112
internal_value=0 0.000289501 2.53013e-06 8.21096e-05 0.000702865 -2.52562e-05 0.000274984 -3.76387e-06 -3.77099e-05 -0.000242732 2.72699e-05 -0.000168773 6.05621e-05 9.17796e-05 -2.79595e-05 -2.0651e-05 -1.26485e-05
internal_weight=0 127 3622 945 116 2677 104 829 2573 113 741 104 637 579 2460 2399 2330
internal_count=3749 127 3622 945 116 2677 104 829 2573 113 741 104 637 579 2460 2399 2330
is_linear=0
shrinkage=0.0995203


Tree=9094
num_leaves=15
num_cat=0
split_feature=11 27 0 1 5 5 8 6 5 0 0 0 0 8
split_gain=0.00102562 0.000928967 0.000864109 0.00116689 0.000749703 0.00419355 0.00645718 0.000794008 0.000445599 0.00134969 0.000555292 0.000671364 0.000670264 0.000255607
threshold=-0.37506 0.11266000000000002 -0.23177499999999998 0.41165000000000013 0.049800000000000011 0.065520000000000023 -0.077889999999999987 0.14653500000000005 0.0076350000000000012 -0.079805000000000001 -0.077945 -0.071029999999999996 -0.080500000000000002 -0.084855
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 -6 13 10 -10 12 -12 -4 -7
right_child=1 -3 4 -5 5 7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=0.0003972759614710672 0.00062753904996600625 -0.00036004816512932094 -2.3493040379643501e-05 -3.4654519462174417e-05 0.0015560154023451468 -9.5805723189528819e-05 1.2154655830710408e-05 -0.00038784287623137902 0.00015985422278967171 -0.00052699237674781957 0.00022028633464024429 -9.3351747375689454e-06 -0.00025135359996239514 5.3618157258248294e-05
leaf_weight=67 52 68 1816 49 46 136 67 49 49 63 197 333 139 618
leaf_count=67 52 68 1816 49 46 136 67 49 49 63 197 333 139 618
internal_value=0 4.02137e-06 1.10981e-05 0.000298172 2.61162e-06 8.02328e-05 0.000647874 0 -2.44513e-05 -0.000219188 -1.5345e-05 7.44701e-05 -4.01126e-05 2.55807e-05
internal_weight=0 3682 3614 101 3513 916 113 803 2597 112 2485 530 1955 754
internal_count=3749 3682 3614 101 3513 916 113 803 2597 112 2485 530 1955 754
is_linear=0
shrinkage=0.0995203


Tree=9095
num_leaves=12
num_cat=0
split_feature=11 29 0 3 17 6 5 5 6 17 17
split_gain=0.000831796 0.00084898 0.000695202 0.0018832 0.00072212 0.00117549 0.000971887 0.00816899 0.000742134 0.000639791 0.000555053
threshold=-0.37506 -0.096654999999999991 -0.23177499999999998 0.10525500000000003 0.51734000000000024 -0.049005 0.054660000000000007 0.065520000000000023 0.14653500000000005 -0.17921000000000001 -0.096019999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 9 -8 -9 -4 -11
right_child=1 2 4 -5 5 -7 7 8 -10 10 -12
leaf_value=0.00035773896086289914 -0.00035257607450202744 0.00071317709902289389 -0.00038858221021369975 -0.00013635147110708108 0.00010095322263990523 -0.00054191981955633802 0.0010803819827524589 3.1303531453211728e-05 -0.00037198076242592968 0.00015023390791658102 -2.6857866825002026e-05
leaf_weight=67 65 49 46 52 49 61 77 754 48 189 2292
leaf_count=67 65 49 46 52 49 61 77 754 48 189 2292
internal_value=0 3.55478e-06 1.0181e-05 0.000267691 2.55102e-06 -0.000248107 1.08866e-05 0.00010118 6.14606e-06 -2.01974e-05 -1.30372e-05
internal_weight=0 3682 3617 101 3516 110 3406 879 802 2527 2481
internal_count=3749 3682 3617 101 3516 110 3406 879 802 2527 2481
is_linear=0
shrinkage=0.0995203


Tree=9096
num_leaves=25
num_cat=0
split_feature=26 26 9 9 5 5 8 2 3 6 2 17 17 20 3 6 20 5 9 8 9 8 5 3
split_gain=0.00427978 0.0114441 0.00227809 0.0311148 0.0470341 0.00116389 0.00114391 0.000696832 0.000730739 0.000690947 0.00100964 0.000663645 0.00119969 0.000942638 0.0011998 0.00450068 0.00093516 0.000628318 0.000411983 0.00104667 0.000523643 0.00142971 0.000449479 0.000237808
threshold=-0.15514999999999998 -0.23033499999999998 0.088285000000000016 0.08895500000000002 -0.047864999999999998 0.63223000000000018 0.24853500000000003 -0.071629999999999985 0.086895000000000014 0.11989000000000002 -0.069129999999999983 0.07134500000000002 0.052150000000000009 0.10252000000000001 0.087625000000000022 -0.0093650000000000001 -0.078444999999999987 0.51100000000000012 0.08735500000000003 -0.080724999999999991 0.085765000000000022 -0.087374999999999994 -0.52786999999999995 0.10807500000000002
decision_type=2 2 2 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 11 4 -4 7 -1 8 -5 10 -9 12 18 14 15 -13 -16 -10 20 -20 22 -22 -2 -18
right_child=2 -3 3 5 -6 -7 -8 9 17 -11 -12 13 -14 -15 16 -17 23 -19 19 -21 21 -23 -24 -25
leaf_value=-0.00024302758550500734 0.00015944981621233693 -0.0017593860372236124 0.0041640210098441589 -0.00043345796511824324 0.00012043758514630736 0.00048040822699386043 0.00030963323217173 0.00051502320989649871 -1.8760331579948726e-05 -0.00019898824339594352 6.0626558168216534e-05 0.0011433849543630167 -0.00052160453764640955 -0.00029850873872916276 -0.00039533285653666048 -4.3153655429734966e-05 0.00028124539939971096 -0.00030027989490208362 2.6735047503595605e-05 -0.00053864256472313521 -0.00031111558527305175 0.00028289862083400943 -6.761915500416409e-05 -7.9534722653180607e-06
leaf_weight=88 91 49 46 52 76 47 64 62 821 65 249 49 54 50 47 86 55 88 71 56 54 148 1224 47
leaf_count=88 91 49 46 52 76 47 64 62 821 65 249 49 54 50 47 86 55 88 71 56 54 148 1224 47
internal_value=0 -0.000436716 3.52832e-05 0.000128157 0.00165178 -5.55944e-06 -4.94257e-06 -2.32551e-05 -6.86826e-05 9.06735e-05 0.000153846 -3.31465e-05 -5.86688e-05 9.41539e-05 0.000166167 0.000381452 -2.33957e-05 -4.69147e-05 -4.29649e-05 -0.00021612 -2.79292e-05 0.00012005 -5.12831e-05 0.000139961
internal_weight=0 201 3538 1506 122 1384 152 1337 961 376 311 2032 1698 334 284 135 149 909 1644 127 1517 202 1315 102
internal_count=3739 201 3538 1506 122 1384 152 1337 961 376 311 2032 1698 334 284 135 149 909 1644 127 1517 202 1315 102
is_linear=0
shrinkage=0.0995203


Tree=9097
num_leaves=16
num_cat=0
split_feature=18 26 0 1 1 17 23 0 9 24 9 5 18 8 17
split_gain=0.00684354 0.00343773 0.0115957 0.00154027 0.0226033 0.000897807 0.000599888 0.000562101 0.000706952 0.00292117 0.000634438 0.000531651 0.000476897 0.00077255 0.000450279
threshold=0.26473000000000008 -0.16205499999999998 -0.057604999999999996 0.066150000000000028 0.081675000000000011 -0.014289999999999999 0.086085000000000023 -0.050054999999999995 0.11408000000000003 -1.0000000180025095e-35 -0.042790000000000002 0.62931500000000018 -0.091229999999999992 -0.082244999999999999 0.51292000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -5 -1 11 8 9 -6 -9 12 13 -3 -14
right_child=-2 3 -4 4 7 -7 -8 10 -10 -11 -12 -13 14 -15 -16
leaf_value=-0.00019029650788489076 0.00096289015995705194 8.0632706537614855e-05 -0.0017777290054312241 0.0022048264684416835 0.00079894199574869634 0.0003418883018691307 0.00033475953993102547 1.4390960382715543e-06 -0.00033632217251754529 -2.0110258497987744e-05 -0.00048893394419417672 0.00024284344828858431 -2.5205301778204166e-06 -0.0001949677134345988 -0.00020442355590106492
leaf_weight=67 73 133 47 49 48 58 46 49 48 410 49 70 2102 374 116
leaf_count=67 73 133 47 49 48 58 46 49 48 410 49 70 2102 374 116
internal_value=0 -1.01393e-05 -0.000444614 1.10144e-05 0.000148991 5.00883e-05 -2.04113e-05 -1.64349e-05 2.43544e-05 6.3942e-05 -0.000235394 -2.65496e-05 -3.37702e-05 -0.000121056 -1.3449e-05
internal_weight=0 3666 172 3494 653 125 2841 604 506 458 98 2795 2725 507 2218
internal_count=3739 3666 172 3494 653 125 2841 604 506 458 98 2795 2725 507 2218
is_linear=0
shrinkage=0.0995203


Tree=9098
num_leaves=15
num_cat=0
split_feature=18 26 8 20 20 17 17 0 5 26 18 26 1 3
split_gain=0.00554931 0.00278737 0.00998414 0.00267512 0.0315736 0.000799768 0.000658557 0.000462294 0.000481205 0.000459339 0.000739721 0.000667527 0.000410323 0.000792054
threshold=0.26473000000000008 -0.16205499999999998 0.0073150000000000012 -0.080869999999999984 -0.081424999999999984 0.11180000000000002 -0.087770000000000001 -0.233955 0.62931500000000018 -0.01278 -0.089929999999999996 0.0054200000000000012 -0.057259999999999998 0.10850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 12 -4 -5 9 10 -9 -11 -3 -14
right_child=-2 3 6 7 -6 -7 -8 8 -10 11 -12 -13 13 -15
leaf_value=-0.0015222297734633662 0.00086706303657844703 0.0001756027129773831 0.00035698630686205107 0.00021997082076938103 0.0025952657849662615 0.00028625738204207765 -0.00010731895236605271 -0.00025899254569501461 0.00023455177426236142 -0.00017030367107653376 0.00013124961203295394 -3.3941430273191634e-05 -2.3727687094747433e-05 -0.00036473344868612174
leaf_weight=54 73 64 56 70 50 78 62 57 62 443 282 1944 359 85
leaf_count=54 73 64 56 70 50 78 62 57 62 443 282 1944 359 85
internal_value=0 -9.13027e-06 -0.000400366 9.89491e-06 0.000194669 -8.76332e-06 0.000106092 -3.0937e-05 -3.75304e-05 -4.40189e-05 6.32188e-05 -5.95917e-05 -5.56733e-05 -9.08541e-05
internal_weight=0 3666 172 3494 636 586 118 2858 2788 2726 339 2387 508 444
internal_count=3739 3666 172 3494 636 586 118 2858 2788 2726 339 2387 508 444
is_linear=0
shrinkage=0.0995203


Tree=9099
num_leaves=14
num_cat=0
split_feature=28 18 20 20 26 8 21 20 0 2 2 26 18
split_gain=0.00923802 0.00423116 0.00172458 0.0258765 0.000540341 0.000645934 0.000533842 0.00100009 0.00136398 0.000933174 0.000500901 0.000469143 0.000552234
threshold=0.080375000000000016 0.26473000000000008 -0.080869999999999984 -0.081424999999999984 -0.22971 0.10649000000000002 0.10384500000000002 -0.085204999999999989 -0.088174999999999989 -0.086254999999999984 -0.081134999999999999 0.15583500000000003 0.093865000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 11 7 9 -9 -1 -8 12 -6
right_child=-2 -3 4 -5 5 -7 10 8 -10 -11 -12 -13 -14
leaf_value=0.00021178633602093292 -0.0010439704807918731 0.00078077270756023056 0.00023368186370832688 0.0023369844075445908 -4.9961924386057205e-06 -0.00031120937180615835 0.00037410453942216649 0.00010336179349472015 -0.00048496933172114504 -0.00010608405810001607 -2.4012407840188206e-05 0.00020707730453310168 -0.00012748169881315804
leaf_weight=164 81 73 81 50 2200 77 62 60 102 204 56 88 441
leaf_count=164 81 73 81 50 2200 77 62 60 102 204 56 88 441
internal_value=0 3.04809e-05 1.49746e-05 0.000155481 -1.87126e-05 -2.62901e-05 -1.15817e-05 -5.53863e-05 -0.000262016 3.33511e-05 0.00017823 -1.7951e-05 -2.57591e-05
internal_weight=0 3658 3585 698 2887 2806 648 530 162 368 118 2729 2641
internal_count=3739 3658 3585 698 2887 2806 648 530 162 368 118 2729 2641
is_linear=0
shrinkage=0.0995203


Tree=9100
num_leaves=29
num_cat=0
split_feature=3 3 0 3 3 17 18 2 18 2 1 0 0 18 0 9 2 3 18 18 17 26 5 4 5 17 4 0
split_gain=0.003051 0.0221033 0.0268834 0.0034372 0.0317477 0.00138701 0.00189164 0.00150441 0.00138273 0.00137118 0.00111276 0.000970316 0.00235656 0.00171834 0.000956617 0.000990153 0.00113707 0.000650082 0.00122313 0.000644332 0.0016585 0.000808482 0.000793791 0.000722811 0.000693076 0.000611706 0.000347486 0.000340946
threshold=0.085505000000000012 0.084895000000000012 -0.083995 0.08802500000000002 0.087825000000000028 -0.14384499999999997 -0.025879999999999997 -0.088385000000000005 0.086800000000000016 -0.080914999999999987 -0.085349999999999995 -0.085794999999999996 -0.087084999999999982 -0.0065549999999999992 -0.090394999999999989 0.083925000000000013 -0.086254999999999984 0.088845000000000021 -0.027300000000000001 -0.069565000000000002 0.4039100000000001 -0.23202999999999999 -0.011514999999999999 0.14804000000000003 -0.0047599999999999995 -0.55286000000000002 0.12205500000000002 -0.093765000000000001
decision_type=2 2 2 2 2 2 2 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 10 -1 14 -10 -7 12 27 -13 -2 -16 -17 18 -5 20 22 -21 -19 25 -24 -23 -15 -8
right_child=3 2 -4 17 -6 6 11 -9 9 -11 -12 13 -14 26 15 16 -18 19 -20 21 -22 23 24 -25 -26 -27 -28 -29
leaf_value=-5.1144269607122608e-05 0.0004104976727807737 -0.00014691504606935009 -0.0033598747425013726 -0.0005040000290820123 0.0026779052438552463 -0.0007613042781121714 0.00013714198438337879 0.00071147041462004215 4.6270734492971451e-05 -0.00060786046112801934 -7.4624255513559173e-05 -0.00065756059952012057 0.00077329311940221163 0.00017718613270239778 -0.00039522288596632692 0.00041619516965181723 -6.7172653697662868e-05 -0.00027274743585951509 1.8740541686808202e-05 -0.00041177385994708537 0.00057338602763553487 -0.00040398031538156994 0.00041857812540217596 0.00029957827872330344 1.5567151499129043e-05 -4.7357370440073264e-05 -0.00016378090325487588 -0.00012929664111552484
leaf_weight=46 73 60 46 83 48 53 96 53 57 66 47 47 50 78 50 73 136 86 89 63 56 50 47 57 478 1510 46 94
leaf_count=46 73 60 46 83 48 53 96 53 57 66 47 47 50 78 50 73 136 86 89 63 56 50 47 57 478 1510 46 94
internal_value=0 -0.000222442 -0.00154894 5.80385e-06 0.000243559 6.72229e-06 -5.79598e-05 0.000348855 -1.14523e-05 -0.000298071 -0.000446751 3.46448e-05 0.000165318 -0.000143969 9.22691e-05 0 9.77424e-05 -4.13467e-05 -0.000228753 -2.72638e-05 5.4852e-05 -6.0353e-05 5.9869e-06 -4.6155e-05 5.32056e-05 -5.93124e-05 4.40965e-05 1.01642e-06
internal_weight=0 716 106 3022 503 610 511 99 455 123 100 411 240 171 332 259 209 2519 172 2347 667 1680 611 1617 525 1560 124 190
internal_count=3738 716 106 3022 503 610 511 99 455 123 100 411 240 171 332 259 209 2519 172 2347 667 1680 611 1617 525 1560 124 190
is_linear=0
shrinkage=0.0995203


Tree=9101
num_leaves=25
num_cat=0
split_feature=8 8 8 8 2 2 2 3 1 2 20 7 2 17 18 10 5 18 1 18 18 20 8 9
split_gain=0.00284292 0.0143497 0.00540711 0.0122679 0.00161331 0.01031 0.00175967 0.00228186 0.000795606 0.00071266 0.00152458 0.000585901 0.000498547 0.000391291 0.000468097 0.00178746 0.00165309 0.000320419 0.000229832 0.000214091 0.000343696 0.000418743 0.000436234 0.000336366
threshold=-0.10337499999999999 -0.11257499999999999 -0.091914999999999983 -0.092984999999999998 -0.087614999999999985 -0.088764999999999997 -0.085804999999999992 0.085355000000000028 -0.50763499999999995 -0.086304999999999993 -0.084724999999999995 0.062500000000000014 -0.085374999999999993 -0.56005499999999986 -0.060544999999999995 0.087870000000000018 0.26760500000000004 0.087505000000000013 0.10924000000000002 0.10554500000000001 0.087065000000000017 -0.064180000000000001 -0.49499500000000002 -0.16268999999999997
decision_type=2 2 2 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 17 5 13 7 -6 -8 10 -9 12 -10 -4 16 -16 -15 18 -2 20 21 -1 -23 -24
right_child=2 -3 4 -5 6 -7 8 9 11 -11 -12 -13 -14 14 15 -17 -18 -19 -20 -21 -22 22 23 -25
leaf_value=0.0001929003273245561 0.00010862225259911043 0.0016901649399565914 -0.00027990530025452041 -0.001881911814490502 0.00069103399961205716 -0.0013635961050260977 0.00033858598149407126 0.00058734958967155012 -0.00034059253610244745 -0.00029360930754792247 -0.00021031048139393875 -0.00037903740608673123 -1.8119090464653052e-05 6.1634939770398246e-05 -3.1585763451819982e-05 0.00064211465565132517 -0.00057623604017295496 -0.00032739333133384744 -0.00017678051385934234 -0.00016447378151191917 0.0002602347645488019 -0.00030324416220267733 0.00022947661460322169 -9.4412507412249672e-05
leaf_weight=69 60 56 56 52 81 65 58 47 49 46 46 48 2108 137 219 47 56 50 51 72 52 65 46 102
leaf_count=69 60 56 56 52 81 65 58 47 49 46 46 48 2108 137 219 47 56 50 51 72 52 65 46 102
internal_value=0 0.000196676 -6.67684e-05 -0.00055186 -3.2768e-05 -0.000182225 1.81358e-06 0.000270819 -2.39764e-05 2.00566e-05 0.000184006 -3.38844e-05 -2.58242e-05 -3.15298e-05 0 8.43741e-05 -0.000119205 -0.000117193 -1.51338e-05 -7.30584e-06 2.41237e-05 -1.65116e-05 -8.81926e-05 7.24518e-07
internal_weight=0 462 3276 213 3063 580 2483 220 2263 139 93 2205 2157 515 459 266 193 161 111 406 334 282 213 148
internal_count=3738 462 3276 213 3063 580 2483 220 2263 139 93 2205 2157 515 459 266 193 161 111 406 334 282 213 148
is_linear=0
shrinkage=0.0995203


Tree=9102
num_leaves=29
num_cat=0
split_feature=0 0 5 6 2 2 0 2 2 0 20 9 6 2 2 26 18 18 5 2 0 2 6 22 20 20 0 5
split_gain=0.00233323 0.018018 0.00279048 0.0150771 0.00155547 0.0138277 0.00120448 0.0010314 0.00225702 0.00107419 0.000749749 0.00117182 0.00072817 0.000679112 0.000918014 0.000531943 0.000777249 0.0005356 0.000523112 0.000520443 0.00031442 0.000256368 0.000567415 0.00183193 0.000538644 0.00106208 0.000720549 0.000508002
threshold=-0.100285 -0.10287 -0.095609999999999987 0.082060000000000022 -0.088114999999999985 -0.089054999999999995 -0.092939999999999995 -0.085804999999999992 -0.086414999999999992 -0.085474999999999982 -0.014955 0.10864500000000002 -0.09007999999999998 -0.085374999999999993 -0.084869999999999987 -0.13924499999999998 0.027500000000000007 -0.060544999999999995 -0.43873000000000001 -0.079739999999999991 -0.110495 0.13896000000000006 -0.14723999999999998 0.079065000000000024 -0.042414999999999994 -0.071149999999999991 -0.19126499999999999 -0.42676999999999993
decision_type=2 2 2 2 2 2 2 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 10 5 15 12 8 9 -8 19 18 -6 -9 -15 -4 17 -17 -12 -2 21 22 23 -1 25 -24 -26 -23
right_child=2 -3 4 -5 6 -7 7 13 -10 -11 11 -13 -14 14 -16 16 -18 -19 -20 -21 -22 27 24 -25 26 -27 -28 -29
leaf_value=-0.00062472378903809223 -8.8897691484799324e-05 0.001969744025399589 0.00020255094462608755 -0.0019313718453790746 -0.00062610685869798725 -0.0018143681898563041 -0.00031857643094939791 -0.00037394461540112456 0.00069117940189461719 0.00019626392857307825 6.5538812832804233e-05 0.00041384115208520757 -5.9795750767379532e-05 0.00040193315331219848 -7.6734110485516509e-06 -0.00011230841936939591 -0.00038545663882718592 0.00017913800805557126 -0.00027385699244203529 -0.00048487974626427744 -0.00019781376577154917 0.0003756349633387192 6.9250426936866898e-05 0.00015687944567376765 0.00049575663441501702 -0.00042872690709982401 4.9294337940009038e-05 -1.9645742883984647e-05
leaf_weight=55 82 49 89 50 46 47 60 48 70 120 84 57 51 56 1627 156 63 104 90 63 73 55 152 62 49 58 153 69
leaf_count=55 82 49 89 50 46 47 60 48 70 120 84 57 51 56 1627 156 63 104 90 63 73 55 152 62 49 58 153 69
internal_value=0 0.000122659 -7.10805e-05 -0.000306989 -3.11453e-05 -0.000196998 5.09506e-06 2.2249e-05 0.000211279 2.01025e-05 -8.88031e-05 1.92515e-05 -0.000336795 -4.5787e-06 5.46941e-06 -1.05045e-05 -7.17447e-05 1.1216e-06 -0.000105306 -0.000266591 -8.78872e-07 1.98832e-05 -8.85332e-06 -0.000203544 4.44482e-05 -6.4388e-05 0.000161647 0.000149079
internal_weight=0 775 2963 426 2537 459 2078 1981 250 180 376 231 97 1731 1683 412 323 260 174 145 726 653 529 117 412 210 202 124
internal_count=3738 775 2963 426 2537 459 2078 1981 250 180 376 231 97 1731 1683 412 323 260 174 145 726 653 529 117 412 210 202 124
is_linear=0
shrinkage=0.0995203


Tree=9103
num_leaves=31
num_cat=0
split_feature=3 3 0 3 3 17 18 6 3 2 2 1 18 6 1 17 1 6 6 1 3 0 6 17 2 2 20 21 18 17
split_gain=0.00245531 0.0180808 0.0222172 0.00279547 0.0271212 0.00124481 0.00147648 0.00184324 0.00139125 0.00109443 0.000988525 0.000954602 0.00086626 0.00119106 0.00142928 0.00113956 0.000868969 0.000542819 0.00077961 0.00152552 0.000734491 0.000706984 0.000693498 0.000504548 0.000484433 0.00147368 0.000779424 0.000466802 0.000432379 0.00045455
threshold=0.085505000000000012 0.084895000000000012 -0.083995 0.087975000000000012 0.08777500000000002 -0.14384499999999997 -0.025879999999999997 0.08785500000000003 0.080495000000000025 -0.086050000000000001 -0.10018999999999999 -0.085349999999999995 0.086800000000000016 -0.090715000000000004 -0.0088199999999999997 -0.0064000000000000003 -0.084204999999999988 -0.083069999999999991 -0.093749999999999986 0.015980000000000005 0.088285000000000016 -0.19631499999999999 -0.078305 0.056905000000000011 -0.037414999999999997 -0.012154999999999999 -0.012970000000000001 0.090000000000000011 0.22074500000000005 0.26760500000000004
decision_type=2 2 2 2 2 2 2 2 2 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 8 11 9 -1 10 -8 -7 13 -2 16 -14 -15 18 21 27 -19 -5 -22 -11 26 -26 -23 -20 29 -24
right_child=3 2 -4 17 -6 6 7 -9 -10 23 -12 -13 15 14 -16 -17 -18 20 19 -21 22 24 28 -25 25 -27 -28 -29 -30 -31
leaf_value=-3.0677010970840208e-05 0.00051195606961124292 -0.00011745686231667573 -0.0030395057231625269 0.0002584228889254999 0.0024759660218503822 -0.00068202337610230189 8.1034078828914842e-05 -0.0005167659301782262 0.000700497687355048 -5.5267768282902776e-05 0.00073119705855074005 -4.5635619383451083e-05 -0.00062475379859384798 -0.00012602732739698175 -0.00051129040356448605 0 0.00026668593091402475 -0.00035465455030340135 9.2808630037228196e-05 -0.00072488792771315631 0.00033305544340400195 -0.00021267558459696812 -1.3197455033193345e-05 0.00030759250140581458 -0.00067444012464313674 -5.2028329933804206e-05 0.00013253930136304803 -0.00026307385771990303 -0.00025653158822541711 0.00013330585671270304
leaf_weight=48 51 60 46 68 48 53 52 52 51 214 47 47 47 97 47 74 126 56 65 54 64 102 1330 46 49 179 177 77 63 248
leaf_count=48 51 60 46 68 48 53 52 52 51 214 47 47 47 97 47 74 126 56 65 54 64 102 1330 46 49 179 177 77 63 248
internal_value=0 -0.000193451 -0.00139324 1.13222e-05 0.000229103 1.36946e-05 -4.74794e-05 3.41367e-05 0.00033772 0.000116214 0.000397966 -0.000391108 -1.30487e-05 7.05242e-05 -9.82552e-06 -0.000241524 9.21935e-05 -3.05e-05 -0.00010014 -0.000272286 0 -4.00371e-05 1.16379e-05 5.78207e-06 -8.1682e-05 -0.000189383 3.39755e-06 -9.4405e-05 -3.98695e-07 9.30838e-06
internal_weight=0 716 106 3022 490 610 511 411 99 359 99 100 442 321 270 121 223 2532 771 196 1761 575 1705 260 507 228 279 142 1641 1578
internal_count=3738 716 106 3022 490 610 511 411 99 359 99 100 442 321 270 121 223 2532 771 196 1761 575 1705 260 507 228 279 142 1641 1578
is_linear=0
shrinkage=0.0995203


Tree=9104
num_leaves=19
num_cat=0
split_feature=17 17 10 8 19 17 1 18 1 8 2 26 26 26 5 8 1 2
split_gain=0.00138547 0.0107772 0.000839989 0.000769584 0.000631812 0.000795975 0.000702586 0.000815646 0.000772969 0.000604466 0.000635068 0.000386039 0.000972097 0.000881688 0.000710295 0.00188837 0.00110589 0.000511515
threshold=0.061900000000000018 0.070205000000000017 0.090150000000000022 0.097995000000000013 0.11198000000000002 -0.56655999999999984 -0.025004999999999999 0.11906500000000002 -0.017214999999999998 0.11023500000000003 -0.055654999999999996 0.097315000000000026 0.09271500000000002 0.09032500000000003 -0.021739999999999999 -0.083849999999999994 -0.085739999999999997 -0.06717999999999999
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 -1 7 -7 -8 -5 -11 12 13 14 16 -16 -3 -13
right_child=1 11 -4 9 -6 6 8 -9 -10 10 -12 17 -14 -15 15 -17 -18 -19
leaf_value=-0.00036767572221890608 -0.0015010087134702524 0.00030214966724459138 -0.00029300401508474414 0.00054085968190958802 0.00032837873076116734 8.7711093734591216e-05 -0.00040430449828928139 -0.00021446593730717719 -2.105455505461661e-05 -5.8686363027398202e-05 0.00039573092192039832 0.00027882072350099207 -0.00040852674416039258 0.00033807361907999461 0.00059707280084039945 -0.00017869083367042538 -0.0002110692922134393 -8.9589020417303724e-05
leaf_weight=55 53 47 83 47 62 1223 55 94 1180 77 48 82 73 60 52 75 304 64
leaf_count=55 53 47 83 47 62 1223 55 94 1180 77 48 82 73 60 52 75 304 64
internal_value=0 -0.000128741 1.82245e-05 2.76052e-05 1.41293e-05 6.34178e-06 1.47233e-05 6.55218e-05 -3.87852e-05 0.000231957 0.000109261 -3.15823e-05 -6.71644e-05 -1.93241e-05 -6.58983e-05 0.000132499 -0.000140015 0.000111719
internal_weight=0 810 2924 2841 2669 2607 2552 1317 1235 172 125 757 611 538 478 127 351 146
internal_count=3734 810 2924 2841 2669 2607 2552 1317 1235 172 125 757 611 538 478 127 351 146
is_linear=0
shrinkage=0.0995203


Tree=9105
num_leaves=21
num_cat=0
split_feature=8 8 0 3 10 20 1 1 9 1 26 26 26 26 1 1 8 0 1 20
split_gain=0.000942803 0.00760674 0.000682771 0.00117942 0.000666926 0.000556079 0.000638562 0.00100689 0.00084337 0.0062182 0.00116107 0.000800372 0.000407999 0.000355178 0.000316399 0.000792798 0.000313243 0.000412428 0.000363926 0.000458601
threshold=-0.091754999999999989 -0.092844999999999997 -0.229625 0.10502000000000002 0.090150000000000022 0.14567000000000005 -0.079250000000000001 -0.077774999999999997 0.091750000000000012 -0.083284999999999984 0.092300000000000021 0.11880500000000002 0.084495000000000028 0.087625000000000022 0.18123500000000006 -0.079629999999999992 -0.1205 -0.14574499999999999 0.012830000000000003 -0.060199999999999997
decision_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 3 -2 5 6 8 -8 10 -10 -4 -9 16 -14 15 -15 17 -1 19 -19
right_child=2 -3 4 -5 -6 -7 7 11 9 -11 -12 -13 13 14 -16 -17 -18 18 -20 -21
leaf_value=0.00022503363850359909 -0.00043598221296332239 -0.0012633203195708102 9.0294823480509219e-05 0.00013643016817558183 -0.00030246994328532814 0.00036984901730871523 -0.00043867083134788636 -2.0201653981485599e-05 -6.4861779588019087e-05 0.0012541649134954374 -0.00026662874730787713 0.00020688173604515122 -0.0002824019208083065 -0.00016290976048638316 -0.0002084618409188224 0.00027908345206260681 0.00025324526502339709 -0.00016479148898913408 -0.00024226695860397616 0.00023545703279200303
leaf_weight=64 86 53 695 58 61 47 53 1601 131 48 103 170 81 85 73 75 65 53 73 59
leaf_count=64 86 53 695 58 61 47 53 1601 131 48 103 170 81 85 73 75 65 53 73 59
internal_value=0 -0.000118131 1.12303e-05 -0.000199742 2.19552e-05 2.91914e-05 2.31829e-05 -1.11966e-05 8.82053e-05 0.000284271 4.31999e-05 1.13407e-06 -2.01795e-05 -0.00010136 -3.4909e-05 3.91582e-05 5.83937e-05 4.24119e-06 -6.77161e-05 3.87446e-05
internal_weight=0 681 3053 144 2909 2848 2801 1824 977 179 798 1771 628 314 233 160 314 249 185 112
internal_count=3734 681 3053 144 2909 2848 2801 1824 977 179 798 1771 628 314 233 160 314 249 185 112
is_linear=0
shrinkage=0.0995203


Tree=9106
num_leaves=24
num_cat=0
split_feature=17 17 3 11 0 0 3 17 23 6 10 10 6 2 3 6 2 6 2 2 17 26 8
split_gain=0.00113742 0.00850303 0.000827125 0.00175694 0.00210003 0.000611034 0.000849694 0.0026755 0.000577771 0.00190696 0.000432551 0.000500503 0.000282244 0.00081729 0.000992243 0.00165777 0.0013549 0.0013904 0.000503616 0.00056415 0.00103724 0.000965208 0.00021704
threshold=0.061900000000000018 0.070205000000000017 0.14530500000000005 -0.37179999999999996 -0.050054999999999995 -0.15468499999999999 0.10850000000000003 -0.081244999999999998 -0.046924999999999994 -0.42102499999999998 0.090150000000000022 0.085875000000000021 -0.012574999999999999 -0.087444999999999995 0.096595000000000028 0.12080000000000003 -0.070354999999999987 0.088845000000000021 -0.082954999999999987 -0.032624999999999994 0.18936500000000003 0.087045000000000025 -0.081864999999999993
decision_type=2 2 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 6 7 -1 -7 -10 11 -11 18 -14 16 -16 17 -15 -3 21 -21 -20 -23
right_child=1 12 3 4 -6 8 -8 -9 9 10 -12 -13 13 14 15 -17 -18 -19 19 20 -22 22 -24
leaf_value=0.00060410317829269076 -0.0013344361356070801 -0.00035490556628027336 -0.00023225033845951758 0.00097954803444393708 7.5979500428344893e-05 -0.0002470447117626392 -0.0004054831371847572 -0.00032966959347818954 0.00061258094548730688 1.3063736621891246e-05 -0.00028073303121440988 0.00032928292769928406 0.00033300922195542273 7.0804624335079277e-05 0.00048327222213776313 -0.00025857049222843749 0.00020697336232009946 -0.00054040323044399403 0.00046111981925838982 -0.00050547549575654987 8.7430325513557957e-05 -0.00019193354051137327 7.2370144904305704e-05
leaf_weight=47 53 62 51 46 62 78 83 86 54 2318 48 51 71 54 75 48 66 103 47 58 55 66 52
leaf_count=47 53 62 51 46 62 78 83 86 54 2318 48 51 71 54 75 48 66 103 47 58 55 66 52
internal_value=0 -0.000115473 1.76885e-05 0.000238523 0.000468413 4.69346e-06 -0.00015562 0 1.85994e-05 2.73161e-05 1.39015e-05 2.02169e-05 -2.90476e-05 2.4265e-05 -3.67241e-05 0.000187117 -0.000163859 -0.000324965 -9.68417e-05 -3.63431e-05 -0.000209649 7.73835e-05 -6.85232e-05
internal_weight=0 810 2924 159 108 2765 216 133 2549 2471 2417 2369 757 417 346 123 223 157 340 278 113 165 118
internal_count=3734 810 2924 159 108 2765 216 133 2549 2471 2417 2369 757 417 346 123 223 157 340 278 113 165 118
is_linear=0
shrinkage=0.0995203


Tree=9107
num_leaves=23
num_cat=0
split_feature=8 8 30 10 1 5 5 5 8 1 0 0 4 26 8 1 5 8 0 1 2 0
split_gain=0.000767465 0.00550504 0.000572676 0.000536317 0.000658384 0.000978004 0.00156484 0.00111075 0.000728397 0.00070966 0.000525848 0.000875279 0.000699185 0.000320835 0.000357744 0.000439978 0.00106675 0.000300804 0.000325386 0.000290673 0.000382552 0.000235647
threshold=-0.091914999999999983 -0.092984999999999998 0.10721500000000002 0.090150000000000022 -0.079250000000000001 -0.082179999999999989 -0.091729999999999992 -0.073669999999999999 -0.076194999999999999 -0.077774999999999997 -0.14909499999999998 -0.13955999999999999 0.10845500000000002 0.084495000000000028 -0.097249999999999989 0.18123500000000006 -0.09583499999999999 -0.1205 -0.15137999999999999 0.012830000000000003 0.31326500000000007 -0.095649999999999999
decision_type=2 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 4 5 6 -2 -7 -9 -6 12 -12 -11 17 15 16 -15 18 -1 20 -20 -18
right_child=2 -3 -4 -5 9 7 -8 8 -10 10 11 -13 -14 14 -16 -17 21 -19 19 -21 -22 -23
leaf_value=0.00020605923071881287 -1.5914916017739741e-06 -0.0010800723071971174 0.00029680484156316265 -0.0002897959792730334 -0.00038248796845089938 -0.00041944645537368979 0.00079794175520573381 -7.4673164602491451e-06 0.00017684809967628436 -4.8631887049105809e-05 0.00037624558717725288 -7.5572727481565913e-06 -0.00047112791611535074 0.00044400624916566877 -0.00028092734948691796 -0.00023544322217225764 -0.00025470897542086461 0.00025541317395461532 -0.00014918023632197667 -0.0002154049139780262 0.0002114002619410287 2.2696401419148001e-05
leaf_weight=59 47 53 68 60 53 48 46 485 367 158 61 1617 54 50 77 72 55 57 55 75 60 57
leaf_count=59 47 53 68 60 53 48 46 485 367 158 61 1617 54 50 77 72 55 57 55 75 60 57
internal_value=0 -0.000106421 1.10362e-05 4.27685e-06 1.05653e-05 7.66782e-05 0.000385074 4.3901e-05 7.09659e-05 -2.28013e-05 -1.22818e-05 5.90719e-06 -0.00016011 -2.14585e-05 -9.35637e-05 -2.84114e-05 5.85495e-05 4.91496e-05 0 -6.14541e-05 3.18302e-05 -0.00010622
internal_weight=0 670 3064 2996 2936 993 93 900 852 1943 1890 1678 212 617 311 234 162 306 249 190 115 112
internal_count=3734 670 3064 2996 2936 993 93 900 852 1943 1890 1678 212 617 311 234 162 306 249 190 115 112
is_linear=0
shrinkage=0.0995203


Tree=9108
num_leaves=18
num_cat=0
split_feature=3 4 27 3 1 26 3 1 4 4 4 17 36 3 2 6 36
split_gain=0.00393137 0.0134358 0.00196888 0.0112383 0.00102511 0.000623381 0.00139813 0.000586941 0.000607414 0.00155136 0.000926889 0.000559226 0.000474853 0.000375617 0.000668124 0.000698291 0.000168878
threshold=0.07728500000000002 0.099510000000000029 0.083160000000000026 0.095630000000000021 0.50644500000000015 0.11880500000000002 0.09940000000000003 0.41696500000000009 0.10533000000000002 0.10022000000000002 0.10925500000000002 -0.0071449999999999994 0.08605500000000002 0.11523000000000001 -0.037414999999999997 -0.19631499999999999 0.092765000000000028
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 -7 8 9 -2 -10 -8 -3 -5 -15 -16 -14
right_child=2 12 3 13 -6 6 11 -9 10 -11 -12 -13 16 14 15 -17 -18
leaf_value=0.0019145965732832991 -1.8713898252144326e-05 0.00019401858878932436 -0.0017067884202349979 0.00017734307009429934 -0.00038651352573842367 0.00047720552546274539 0.00021433791673549697 0.00033822326219890963 -0.00051889770011627153 0.00046956042462195993 -4.4413404359528652e-05 -0.00019231515314495058 -0.0002586519648426475 0.0001601485877799887 -0.0005380856346628185 0 0
leaf_weight=46 2659 77 46 77 70 85 54 46 59 66 147 86 52 59 46 46 50
leaf_count=46 2659 77 46 77 70 85 54 46 59 66 147 86 52 59 46 46 50
internal_value=0 0.000397501 -3.14414e-05 -0.000287809 -9.72281e-06 -1.23e-06 0.000158212 -1.35555e-05 -1.93557e-05 -6.58738e-06 -0.000184283 -2.96159e-05 3.05856e-06 0 -9.27333e-05 -0.000263806 -0.000133072
internal_weight=0 225 3546 274 3272 3202 225 2977 2931 2725 206 140 179 228 151 92 102
internal_count=3771 225 3546 274 3272 3202 225 2977 2931 2725 206 140 179 228 151 92 102
is_linear=0
shrinkage=0.0995203


Tree=9109
num_leaves=20
num_cat=0
split_feature=28 26 26 30 5 8 5 21 26 17 17 4 5 6 26 5 9 4 6
split_gain=0.0115659 0.00163053 0.00803302 0.00094731 0.0018538 0.000857605 0.000623574 0.00148051 0.00147972 0.000746707 0.00092579 0.000969569 0.000913885 0.000857191 0.000848928 0.000686011 0.000538574 0.00072067 0.000345417
threshold=0.083225000000000021 -0.16205499999999998 -0.231015 0.098380000000000009 -0.41397 0.24853500000000003 -0.066919999999999993 0.087625000000000022 0.11861500000000001 -0.012754999999999999 -0.031185000000000001 0.11805500000000003 -0.0078499999999999976 -0.099455000000000002 0.096980000000000025 -0.085034999999999986 0.092855000000000021 0.087495000000000031 -0.101065
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 -5 -1 7 8 15 10 11 -8 -12 -11 -15 -3 17 -9 -18
right_child=-2 3 -4 4 -6 -7 9 16 -10 13 12 -13 -14 14 -16 -17 18 -19 -20
leaf_value=-0.00016164856901143351 0.001252879669457678 0.0001259245853950522 -0.0014061557426348057 -0.00075379179928221406 0.00010818376524290037 0.00036736076220936128 -1.407882654878715e-06 -0.00034037669355812947 0.00051617355230192 -0.00051440584810855019 0.00056268727960648985 -0.00044111738015725191 7.104960535325875e-06 -2.4764565081469893e-05 -0.00027639047777001875 -9.314937519335948e-05 -0.00010859362291418288 -9.992578682918311e-06 0.00023562027535141525
leaf_weight=58 71 633 49 49 47 61 1198 146 85 51 56 52 68 550 179 178 53 128 59
leaf_count=58 71 633 49 49 47 61 1198 146 85 51 56 52 68 550 179 178 53 128 59
internal_value=0 -2.93994e-05 -0.000332549 -1.47482e-05 -0.000323256 0.000102645 -5.89046e-06 4.87826e-05 0.000119425 -3.88104e-05 4.76729e-06 -2.03547e-05 0.000264615 -0.000116624 -8.76722e-05 7.68324e-05 -0.000113074 -0.000189024 6.54242e-05
internal_weight=0 3700 168 3532 96 119 3436 1282 896 2154 1374 1250 124 780 729 811 386 274 112
internal_count=3771 3700 168 3532 96 119 3436 1282 896 2154 1374 1250 124 780 729 811 386 274 112
is_linear=0
shrinkage=0.0995203


Tree=9110
num_leaves=17
num_cat=0
split_feature=28 1 1 2 17 23 18 2 10 26 26 8 8 2 8 26
split_gain=0.00937985 0.00159503 0.012718 0.000861196 0.000452978 0.000444869 0.000434427 0.00233425 0.00155701 0.000380596 0.00119812 0.000546543 0.000939529 0.000690308 0.000405549 0.00022917
threshold=0.083225000000000021 -0.112275 -0.14482999999999999 0.42136500000000005 -0.56005499999999986 0.086650000000000019 -0.060544999999999995 0.096520000000000022 0.077415000000000025 0.11880500000000002 0.12336000000000003 -0.090440000000000006 -0.092844999999999997 -0.084154999999999994 -0.012329999999999999 -0.066534999999999997
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 9 7 -6 15 11 -11 12 -3 -13 -12 -8
right_child=-2 3 -4 -5 6 -7 8 -9 -10 10 14 13 -14 -15 -16 -17
leaf_value=-0.00023164129534284525 0.0011281927840535006 1.6259453833964066e-05 -0.0016979105445118891 -0.00038414308088206774 -0.00046180963856344603 -0.0003004442868178997 0.00017151732966961855 0.00040331046007491137 0.0006258276123018271 0.00057738315274668563 0.00016089246122745598 5.8568639923804077e-05 0.00032538802760365024 -5.6479191446725104e-05 -0.00016220983448290985 -8.2168166065052351e-05
leaf_weight=84 71 414 50 57 79 46 46 50 46 48 81 759 130 1594 73 143
leaf_count=84 71 414 50 57 79 46 46 50 46 48 81 759 130 1594 73 143
internal_value=0 -2.65616e-05 -0.000192255 -5.36022e-07 -2.23858e-05 6.15619e-06 2.3655e-05 -0.000120146 0.000106076 1.09714e-05 0.000143096 1.4761e-06 9.16369e-05 -1.90207e-05 2.41782e-06 -1.60932e-05
internal_weight=0 3700 498 3202 448 3145 364 129 235 3099 202 2897 544 2353 154 189
internal_count=3771 3700 498 3202 448 3145 364 129 235 3099 202 2897 544 2353 154 189
is_linear=0
shrinkage=0.0995203


Tree=9111
num_leaves=15
num_cat=0
split_feature=28 2 2 6 23 10 10 26 6 1 26 4 8 26
split_gain=0.00760553 0.00143492 0.010494 0.000901837 0.000468465 0.000449261 0.000816362 0.000444958 0.000610261 0.00340655 0.000507192 0.000473278 0.000348981 0.000178656
threshold=0.083225000000000021 -0.11700999999999999 -0.14091999999999996 -0.53620499999999993 0.086650000000000019 0.09056500000000002 0.086165000000000019 -0.14224499999999998 0.11816500000000002 -0.07002499999999999 -0.2382 0.11995000000000003 0.095620000000000024 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 7 6 12 10 11 -10 -5 -9 13 -1
right_child=-2 3 -4 4 -6 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=5.6308609017237645e-05 0.0010159148094961653 -0.00039632556820848395 -0.001582541660979079 -3.4445710174173103e-05 -0.00027963878916603414 0.00025425172766631803 -0.00035623448623976571 2.2881499547126507e-05 -0.00089918612150282598 6.2392505498500082e-05 0.00034592992077098873 -0.00013579822087334722 0.00025634942184551702 -0.00018651021503848301
leaf_weight=68 71 57 48 55 57 57 66 2711 48 147 80 199 57 50
leaf_count=68 71 57 48 55 57 57 66 2711 48 147 80 199 57 50
internal_value=0 -2.38962e-05 -0.000216899 -3.74183e-06 2.79704e-06 3.23038e-07 -5.6338e-05 8.01848e-06 6.44098e-08 -0.000170106 0.000184898 1.17489e-05 5.2088e-05 -3.96432e-05
internal_weight=0 3700 346 3354 3297 298 241 3240 3105 195 135 2910 175 118
internal_count=3771 3700 346 3354 3297 298 241 3240 3105 195 135 2910 175 118
is_linear=0
shrinkage=0.0995203


Tree=9112
num_leaves=16
num_cat=0
split_feature=19 26 28 26 21 9 26 3 2 18 9 9 26 5 0
split_gain=0.0150935 0.000890737 0.000665166 0.000659063 0.00109186 0.000499362 0.000911098 0.0015317 0.00173961 0.000688729 0.000541601 0.000997547 0.000717803 0.000486501 0.000331378
threshold=0.14071500000000006 -0.15866 0.083225000000000021 -0.23202999999999999 0.091230000000000019 0.11222500000000002 0.11624000000000002 0.092200000000000018 -0.077604999999999993 0.10307000000000002 0.083955000000000016 0.084155000000000021 0.0054200000000000012 -0.025879999999999997 -0.091935000000000003
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 10 -8 -9 13 12 -12 -3 14 -7
right_child=-2 2 -4 -5 -6 9 7 8 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.00022313047175687167 -0.001823702270354175 -6.7261038502712369e-07 -0.00035564828224594528 0.0004404015284545047 0.00041064246684026492 0.00016387255072873984 -0.00067266418052550157 0.00034819149377942471 -0.00033674215100647952 -0.00016723642350134456 -0.0004526256785974539 -2.8785339478350236e-05 0.00018565473355994772 0 0.00056487294206998681
leaf_weight=62 46 785 58 72 47 47 56 61 91 52 57 1940 273 54 50
leaf_count=62 46 785 58 72 47 47 56 61 91 52 57 1940 273 54 50
internal_value=0 -9.51305e-06 -2.07831e-05 0.000205387 4.26375e-05 -1.49432e-05 -2.45779e-05 -0.000226313 -5.64817e-05 0.000135891 -1.05748e-05 -4.12929e-05 4.66324e-05 0.000245701 0.000379013
internal_weight=0 3705 3524 181 109 3466 3263 208 152 203 3055 1997 1058 151 97
internal_count=3751 3705 3524 181 109 3466 3263 208 152 203 3055 1997 1058 151 97
is_linear=0
shrinkage=0.0995203


Tree=9113
num_leaves=12
num_cat=0
split_feature=17 9 26 20 9 28 6 6 8 8 9
split_gain=0.0054299 0.0104642 0.000585904 0.0011425 0.000675021 0.000490715 0.000398414 0.000532797 0.000403835 0.000944381 0.000770014
threshold=0.51734000000000024 0.091310000000000016 -0.22971 -0.00059999999999999995 0.090695000000000012 0.083225000000000021 0.18123500000000006 0.13225500000000004 -0.062834999999999988 -0.046889999999999994 0.083955000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 8 10 -10 -4
right_child=1 -3 5 -5 -6 -7 -8 -9 9 -11 -12
leaf_value=0.00025472377896194128 3.9456638990683509e-05 -0.0018664649771135322 0.00011203300669274655 0.00055715745607777501 -0.00026727527174450616 -0.00029574310289118863 0.00021435854096144862 -0.00030505354031049964 -0.00033979155219848782 -2.7906081392090364e-05 -2.0475368371809537e-05
leaf_weight=47 73 46 582 53 51 61 76 62 109 898 1693
leaf_count=47 73 46 582 53 51 61 76 62 109 898 1693
internal_value=0 -0.000690407 -6.92986e-06 0.000184572 -8.57546e-06 -1.54721e-05 -1.02337e-05 -1.55829e-05 -9.86507e-06 -6.24782e-05 1.30636e-05
internal_weight=0 119 3632 151 98 3481 3420 3344 3282 1007 2275
internal_count=3751 119 3632 151 98 3481 3420 3344 3282 1007 2275
is_linear=0
shrinkage=0.0995203


Tree=9114
num_leaves=16
num_cat=0
split_feature=19 26 2 28 2 2 26 17 18 26 26 5 5 4 6
split_gain=0.0118808 0.000642931 0.000778896 0.000395172 0.000453963 0.00118252 0.00389886 0.00196674 0.000761875 0.000973368 0.000664448 0.000644469 0.000329447 0.000520534 0.000324953
threshold=0.14071500000000006 -0.22971 -0.062394999999999999 0.081965000000000024 -0.084674999999999986 -0.083104999999999998 0.090385000000000021 -0.015100000000000001 -0.082304999999999989 -0.093999999999999986 -0.14033499999999999 -0.0037599999999999999 -0.46834999999999999 0.10755500000000003 -0.070010000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 10 6 7 -6 11 -10 -3 -7 -12 -14 -1
right_child=-2 3 -4 -5 5 8 -8 -9 9 -11 12 -13 13 -15 -16
leaf_value=0.0002334923203489533 -0.0016156080578018891 0.00040152546104425151 0.00052723845215711803 -0.00025651158852002575 0.00030475020247491141 -0.00033403899145678341 -0.0010262702127150586 -0.00039204035722411674 -0.00043464767653245059 2.8317940101836177e-05 -0.0002090632311622756 -5.5443080574081835e-05 2.3253181416343735e-05 0.00036588118771963007 -0.00012027609994492008
leaf_weight=46 46 50 48 66 86 114 50 75 46 1797 54 333 837 47 56
leaf_count=46 46 50 48 66 86 114 50 75 46 1797 54 333 837 47 56
internal_value=0 -6.02657e-06 0.000195418 -1.47566e-05 -9.94879e-06 -3.27048e-05 -0.000258332 -1.47571e-05 -1.15581e-05 1.63184e-05 4.68268e-05 -0.000128326 2.70468e-05 4.23959e-05 3.12408e-05
internal_weight=0 3705 150 3555 3489 2501 211 161 2290 1843 988 447 938 884 102
internal_count=3751 3705 150 3555 3489 2501 211 161 2290 1843 988 447 938 884 102
is_linear=0
shrinkage=0.0995203


Tree=9115
num_leaves=27
num_cat=0
split_feature=26 26 26 9 0 26 3 1 26 5 6 26 6 30 9 26 18 1 0 18 20 18 35 20 3 20
split_gain=0.000797158 0.00845347 0.000695857 0.000581305 0.00091543 0.000645741 0.00112249 0.00150242 0.00167523 0.000694811 0.00157681 0.000957765 0.00090724 0.00053798 0.000515502 0.000341292 0.000561961 0.000886564 0.000655499 0.000504267 0.00114096 0.000976565 0.000421338 0.0004865 0.000625581 0.000610837
threshold=0.08919500000000001 0.089625000000000024 0.088875000000000023 0.11640000000000002 -0.061654999999999995 0.11624000000000002 0.092200000000000018 -0.076329999999999995 0.13124500000000003 -0.041054999999999994 0.11690000000000002 0.091195000000000012 0.099330000000000016 0.10721500000000002 0.094010000000000024 -0.074359999999999996 -0.10387 -0.50388999999999995 -0.069955000000000003 -0.025879999999999997 -0.085594999999999991 -0.015440000000000001 -0.076159999999999992 -0.079725000000000004 0.097095000000000029 -0.088694999999999982
decision_type=2 2 2 2 2 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 5 -5 9 -7 -8 -9 12 11 -11 14 15 -3 22 17 -17 -19 20 -18 -21 -1 25 -25 -24
right_child=1 3 -4 4 -6 6 7 8 -10 10 -12 -13 -14 -15 -16 16 19 18 -20 21 -22 -23 23 24 -26 -27
leaf_value=-0.00015479141716269549 -0.0012720612233301026 0.00010729054517292796 0.00037340377413123488 0.00040232842328190185 -0.00015309767633678889 -0.00055514538947911438 0.00029244338098438968 -0.0006919190914389978 2.3228050519939989e-05 -0.00026882081239579746 -0.00057788034036090603 5.9463223103954856e-05 0.00047082219769589495 0.00024474750574157662 -0.00020298612593535115 0.00050695488962479017 0.00020862688610355658 0.00018323381697312865 -0.00024294268186553634 0.00037188263820947846 -0.00020362189429117409 -3.4065855535234582e-05 9.6416994213735244e-05 0.00036991355887383792 5.4985369221125336e-05 -0.00029632399251411395
leaf_weight=73 57 203 51 72 47 64 71 55 74 117 57 350 55 87 71 47 78 88 60 62 397 1062 123 109 164 57
leaf_count=73 57 203 51 72 47 64 71 55 74 117 57 350 55 87 71 47 78 88 60 62 397 1062 123 109 164 57
internal_value=0 -8.67393e-05 9.55593e-06 -3.14141e-05 0.000176079 -5.42523e-05 -0.000190469 -6.96798e-05 -0.000275334 -1.1134e-05 -8.31663e-05 -2.10306e-05 0.000101104 1.50654e-06 2.39027e-05 -7.26214e-06 -2.82464e-05 0.000130128 4.92828e-06 -4.80723e-05 -0.000134203 -1.09453e-05 6.27514e-05 9.96151e-05 0.000183725 -2.34031e-05
internal_weight=0 1293 2458 1236 119 1117 264 200 129 853 524 467 329 2407 274 2320 1794 195 148 1599 475 1124 526 453 273 180
internal_count=3751 1293 2458 1236 119 1117 264 200 129 853 524 467 329 2407 274 2320 1794 195 148 1599 475 1124 526 453 273 180
is_linear=0
shrinkage=0.0995203


Tree=9116
num_leaves=19
num_cat=0
split_feature=19 26 26 3 3 5 18 26 3 21 8 2 3 3 3 9 3 9
split_gain=0.0116913 0.00111371 0.00231135 0.00102271 0.00131996 0.00122821 0.00120056 0.00117667 0.000933454 0.000900962 0.00201006 0.000811847 0.000584594 0.000575953 0.000590471 0.00108769 0.000810611 0.000396235
threshold=0.14071500000000006 -0.22971 -0.236315 0.087445000000000023 0.084380000000000024 0.065520000000000023 -0.018629999999999997 0.087825000000000028 0.08777500000000002 0.087785000000000016 -0.072559999999999999 -0.086050000000000001 0.098000000000000018 0.087975000000000012 0.10726500000000001 0.11408000000000003 0.10134000000000003 0.083715000000000026
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 6 9 11 17 -5 10 -6 -3 -1 -10 16 -16 -15 -8
right_child=-2 3 -4 8 5 -7 7 -9 13 -11 -12 -13 -14 14 15 -17 -18 -19
leaf_value=-0.00024429316529392913 -0.0015586686547428242 -2.6486853740693423e-05 0.00085647965116827929 -0.00035342975388951618 0.00011746493576516788 0.00064550799741276731 8.3288770226521146e-05 0.0004761528565935381 0.00033451953691756247 -0.00019280007536181417 0.00078044741767655174 -0.0005574616659123888 0.00023768986152296887 -2.5119531760187818e-05 9.0072915147774727e-05 -0.00024836624425289376 -0.00022421419187524139 -0.00014870114983666589
leaf_weight=46 47 60 48 83 400 55 165 57 46 66 52 61 54 1279 734 107 244 129
leaf_count=46 47 60 48 83 400 55 165 57 46 66 52 61 54 1279 734 107 244 129
internal_value=0 2.09169e-05 0.000288573 9.48901e-06 9.23004e-05 0.000194007 -2.94353e-05 6.1826e-05 -2.4895e-05 0.000144487 0.000195548 -0.000300934 7.7914e-06 -1.32406e-05 -2.03538e-05 4.60401e-05 -5.7554e-05 -1.57183e-05
internal_weight=0 3686 148 3538 1045 573 472 351 2493 518 452 121 100 2410 2364 841 1523 294
internal_count=3733 3686 148 3538 1045 573 472 351 2493 518 452 121 100 2410 2364 841 1523 294
is_linear=0
shrinkage=0.0995203


Tree=9117
num_leaves=14
num_cat=0
split_feature=19 4 5 1 2 0 26 6 2 2 2 6 6
split_gain=0.0094798 0.000952037 0.000867376 0.000695229 0.0012323 0.000953243 0.000762279 0.00145571 0.000986585 0.0014981 0.000850983 0.000843798 0.000773164
threshold=0.14071500000000006 0.15221500000000004 0.62931500000000018 -0.49837999999999999 0.097285000000000024 0.11291000000000002 0.092180000000000026 -0.0087049999999999992 -0.072624999999999981 -0.06717999999999999 -0.074304999999999996 -0.010459999999999999 -0.0048649999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 11 10 -10 -8 -5 -9
right_child=-2 -3 -4 6 -6 -7 8 12 9 -11 -12 -13 -14
leaf_value=0.00032461333708412213 -0.0014035496895447761 0.00039969986064043836 0.00033814241881829812 -8.9179231699743804e-06 -0.00054973392461490109 -0.00025208874085850251 -2.5322623107878513e-05 0.00043035392452436713 -0.00052580374292589803 -5.8019480664370117e-05 0.0003771643637920221 -0.00037493433016057954 0.00010167316419530343
leaf_weight=51 47 64 79 1261 61 64 490 78 99 231 58 66 1084
leaf_count=51 47 64 79 1261 61 64 490 78 99 231 58 66 1084
internal_value=0 1.88131e-05 1.18569e-05 4.3505e-06 -0.000188137 0 1.46554e-05 4.29777e-05 -6.47019e-05 -0.000200836 1.57826e-05 -2.77391e-05 0.000124441
internal_weight=0 3686 3622 3543 176 115 3367 2489 878 330 548 1327 1162
internal_count=3733 3686 3622 3543 176 115 3367 2489 878 330 548 1327 1162
is_linear=0
shrinkage=0.0995203


Tree=9118
num_leaves=17
num_cat=0
split_feature=19 9 28 2 2 3 5 2 0 21 6 3 8 9 21 21
split_gain=0.0076863 0.00098906 0.000819866 0.000866473 0.0010742 0.00205049 0.00123861 0.000891043 0.000556822 0.00105397 0.00157236 0.00097071 0.000649023 0.000889037 0.000618566 0.000336111
threshold=0.14071500000000006 0.22832000000000005 0.083225000000000021 -0.084154999999999994 -0.086169999999999983 0.085625000000000021 0.62931500000000018 -0.085089999999999985 -0.15137999999999999 0.085470000000000018 -0.03252 0.10850000000000003 -0.049499999999999995 0.11296000000000002 0.10068500000000002 -0.018669999999999996
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 15 -7 9 10 -5 -11 14 -14 -10 -1
right_child=-2 -3 -4 8 5 7 -8 -9 12 11 -12 -13 13 -15 -16 -17
leaf_value=-0.00014485237364614251 -0.0012638682632562096 0.00045250797490909561 -0.00033640273362767697 0.00054323265591817518 0.00065999078050197756 -0.00021150068002914057 0.00052066245266370098 0.00028225218304092642 -2.9569923622727489e-05 0.00015254264955980783 -0.00010209470950031252 -0.00046285164968902791 -7.1736966415248085e-05 -0.00043810674413672431 0.0001330647178589686 3.5708033242414359e-05
leaf_weight=118 47 51 66 94 88 68 50 76 1408 54 59 46 420 80 277 731
leaf_count=118 47 51 66 94 88 68 50 76 1408 54 59 46 420 80 277 731
internal_value=0 1.68966e-05 1.05597e-05 1.72053e-05 8.93104e-05 0.000280812 3.89801e-05 4.34062e-05 -1.59089e-05 0.000123193 0.00028903 -0.000122353 -3.239e-05 -0.000131993 -2.34831e-06 9.64825e-06
internal_weight=0 3686 3635 3569 1131 232 899 144 2438 253 153 100 2185 500 1685 849
internal_count=3733 3686 3635 3569 1131 232 899 144 2438 253 153 100 2185 500 1685 849
is_linear=0
shrinkage=0.0995203


Tree=9119
num_leaves=21
num_cat=0
split_feature=19 26 0 3 3 17 8 5 3 3 27 3 3 3 8 8 8 4 21 17
split_gain=0.00623231 0.00085817 0.00204966 0.000669218 0.00107473 0.00227475 0.000779627 0.00113452 0.000757207 0.000745505 0.000622169 0.000594316 0.000762968 0.00074017 0.000572779 0.0012529 0.00119048 0.000291934 0.000197771 0.000150981
threshold=0.14071500000000006 -0.22971 -0.071029999999999996 0.087445000000000023 0.084380000000000024 -0.12118 -0.08569499999999998 -0.022939999999999999 0.085355000000000028 0.08777500000000002 0.11129500000000002 0.10726500000000001 0.11089500000000001 0.10134000000000003 -0.08569499999999998 -0.08176499999999999 -0.089779999999999985 0.12220000000000002 0.090095000000000022 -0.0064000000000000003
decision_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 18 4 14 -6 7 -7 -8 -5 11 13 -13 -11 16 -16 19 -17 -1 -3
right_child=-2 3 -4 9 5 6 8 -9 -10 10 -12 12 -14 -15 15 17 -18 -19 -20 -21
leaf_value=0.00010665313120276709 -0.0011380877692682529 2.8687523327589446e-05 0.00073228530643756505 -0.00031629423967838077 0.00063088440505210022 0.00012985687514567522 0.00046494978557898629 -0.00030500363398403252 7.8314903475336682e-05 -9.9017606082889382e-06 -0.0003315502088246826 0.00030840342166042891 2.5189906325372061e-05 -0.00020048280416981606 -0.00053893113001115493 -8.7198296367070277e-05 0.00046999445332906705 0.00019751583714082101 -0.00017987472666586993 -0.00015582045203236679
leaf_weight=47 47 86 55 83 88 144 77 100 164 1313 59 111 686 241 60 143 57 47 46 79
leaf_count=47 47 86 55 83 88 144 77 100 164 1313 59 111 686 241 60 143 57 47 46 79
internal_value=0 1.5193e-05 0.000250096 5.13524e-06 7.2176e-05 0.000164047 7.76545e-05 -4.50096e-05 0.000205242 -2.26381e-05 -1.2185e-05 -3.82207e-06 6.56608e-05 -3.99846e-05 -3.76194e-05 -0.000142088 7.63379e-05 -1.24604e-05 -2.62679e-05 -5.46913e-05
internal_weight=0 3686 148 3538 1045 573 485 244 241 2493 2410 2351 797 1554 472 250 222 190 93 165
internal_count=3733 3686 148 3538 1045 573 485 244 241 2493 2410 2351 797 1554 472 250 222 190 93 165
is_linear=0
shrinkage=0.0995203


Tree=9120
num_leaves=22
num_cat=0
split_feature=20 3 3 5 6 17 19 17 17 5 9 26 3 3 6 6 6 26 21 5 21
split_gain=0.0262801 0.00273352 0.0122668 0.0301495 0.0109314 0.00503578 0.00175559 0.00146598 0.00112287 0.000945654 0.00071916 0.00126099 0.000702031 0.00175182 0.000674143 0.00055426 0.00118753 0.000865832 0.000506717 0.00107583 0.00100071
threshold=-0.40431 0.087170000000000011 0.08895500000000002 -0.088604999999999989 0.092705000000000023 -0.16207999999999997 0.13571500000000003 -0.000475 -0.0082649999999999998 0.63223000000000018 0.11222500000000002 0.11659500000000002 0.084550000000000028 0.084795000000000023 0.11884000000000002 0.087075000000000027 0.085570000000000021 0.087045000000000025 0.085470000000000018 -0.088604999999999989 0.088880000000000028
decision_type=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 -2 9 8 -5 10 14 -12 15 -14 -4 16 17 -7 19 -15 -20
right_child=1 2 6 4 -6 12 -8 -9 -10 -11 11 -13 13 18 -16 -17 -18 -19 20 -21 -22
leaf_value=-0.0023007080040729731 0.00079816131270136407 -0.0026269968552934697 -4.9141009406938996e-05 5.5220707287731223e-06 -0.0015782315472108684 -9.1525524082395955e-06 0.00043556700646615718 -0.00041267101684145426 0.00056271976847454793 -0.00039645114059792298 -6.0132694817089273e-05 0.00042753993285019726 0.00066023706718608399 0.00050667463268215637 0.00021894427821154915 -0.00030255615334431131 0.00044863584749705346 -0.00045380285284976195 -0.00046545347776304956 1.3369597442300337e-05 0.00015931445552204871
leaf_weight=52 91 62 1822 176 51 287 84 65 46 67 112 95 51 54 97 80 48 52 51 252 48
leaf_count=52 91 62 1822 176 51 287 84 65 46 67 112 95 51 54 97 80 48 52 51 252 48
internal_value=0 -4.71511e-05 -0.000100008 -0.000608326 -0.000235615 9.15853e-05 -1.03521e-05 1.16324e-07 0.000124665 -2.78058e-05 -1.5803e-05 0.000159724 2.10359e-05 0.000109535 -3.51635e-05 -6.36256e-05 -1.21189e-05 -7.97734e-05 3.81659e-05 0.000103099 -0.000154267
internal_weight=0 3691 2677 400 338 1014 2277 287 222 2193 2126 207 923 456 1919 467 387 339 405 306 99
internal_count=3743 3691 2677 400 338 1014 2277 287 222 2193 2126 207 923 456 1919 467 387 339 405 306 99
is_linear=0
shrinkage=0.0995203


Tree=9121
num_leaves=26
num_cat=0
split_feature=20 8 18 2 2 8 8 1 26 9 18 19 10 2 3 3 17 9 21 1 3 8 0 8 18
split_gain=0.0213094 0.00239287 0.0040049 0.0105229 0.0394088 0.00240473 0.0116914 0.0102102 0.00152355 0.00143872 0.00174415 0.00113786 0.00104667 0.000808439 0.000634695 0.0011707 0.0011358 0.000475058 0.000611397 0.000369173 0.000360034 0.000684181 0.000493112 0.000984856 0.000293802
threshold=-0.40431 -0.08731499999999999 0.081485000000000016 -0.080874999999999989 -0.081804999999999989 -0.081174999999999983 -0.080659999999999996 -0.09225499999999999 0.088435000000000027 0.089645000000000016 -0.011569999999999999 0.13857500000000003 0.090150000000000022 0.12875500000000004 0.084895000000000012 0.086535000000000015 -0.011809999999999999 0.085850000000000024 0.092005000000000017 -0.076894999999999991 0.13345500000000002 -0.47145500000000001 -0.081674999999999984 -0.088144999999999987 0.10361000000000002
decision_type=2 2 2 2 2 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 24 7 -7 -3 14 10 -10 12 13 -8 16 -16 -9 18 -5 -19 21 -2 23 -23 -4
right_child=1 5 3 17 -6 6 11 8 9 -11 -12 -13 -14 -15 15 -17 -18 19 -20 -21 -22 22 -24 -25 -26
leaf_value=-0.0020717410499615698 0.0003648719529341648 0.0015489287509553129 0.00017823844476076879 0.00043938691862872783 -0.0035017120479880252 -0.0015532099164696309 9.9827931729980273e-07 6.5812629033972249e-05 0.0008437805320596789 -2.3369179470285919e-05 9.4642285661850084e-05 0.00046663037536863212 -0.00045175774127157679 -0.0003931375665630442 0.00037526859615695187 -6.872654357089807e-05 -0.00061217500307767588 9.2307803629161723e-06 -5.8160581084910636e-05 -0.00033834852354413554 -0.00020991381832379972 -1.490198180905425e-05 0.00018254559325885507 -0.00048011232939244202 -0.00015830208816888233
leaf_weight=52 48 49 49 46 46 50 1741 46 67 88 62 48 55 53 73 299 48 73 47 47 89 372 89 52 54
leaf_count=52 48 49 49 46 46 50 1741 46 67 88 62 48 55 53 73 299 48 73 47 47 89 372 89 52 54
internal_value=0 -4.24145e-05 -0.00017282 -0.000438243 -0.00107982 6.54099e-06 -5.09539e-05 0.000160586 5.97848e-05 0.000278086 0.000490076 -1.09268e-05 -2.37669e-05 -1.01893e-05 -4.01138e-05 1.6201e-05 -0.000271685 6.71875e-06 0.000179136 -0.000120083 -2.37405e-05 4.33585e-06 -2.78028e-05 -7.38869e-05 0
internal_weight=0 3691 1012 362 149 2679 1947 732 683 217 129 1897 1849 1794 466 372 94 213 93 120 650 561 513 424 103
internal_count=3743 3691 1012 362 149 2679 1947 732 683 217 129 1897 1849 1794 466 372 94 213 93 120 650 561 513 424 103
is_linear=0
shrinkage=0.0995203


Tree=9122
num_leaves=25
num_cat=0
split_feature=6 3 3 17 6 3 18 18 10 19 9 0 0 0 8 9 6 2 4 18 17 17 5 21
split_gain=0.019921 0.00251641 0.0423525 0.00286919 0.00712602 0.00208531 0.0106885 0.00170289 0.00129179 0.00123244 0.000755156 0.000670352 0.000640466 0.000996278 0.000709011 0.000581949 0.000526036 0.00171486 0.000925533 0.000679618 0.000986905 0.000915437 0.000350556 0.0007875
threshold=0.23663500000000004 0.08785500000000003 0.088055000000000022 -0.16207999999999997 0.084985000000000019 0.08895500000000002 -0.086894999999999986 -0.020389999999999998 0.090150000000000022 0.13571500000000003 0.084645000000000012 -0.084894999999999984 -0.088084999999999983 -0.086589999999999986 -0.082094999999999987 0.11201500000000002 -0.0093650000000000001 -0.086254999999999984 0.08544000000000003 -0.025879999999999997 -0.073689999999999992 -0.068169999999999994 -0.14118999999999998 0.086155000000000023
decision_type=2 2 2 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 6 -4 -8 9 15 16 -9 22 -14 -15 -7 17 -5 -19 20 -18 -21 -12 -24
right_child=-2 2 5 10 -6 8 7 11 -10 -11 12 -13 13 14 -16 -17 19 18 -20 21 -22 -23 23 -25
leaf_value=-0.00016874822548014658 -0.0020575685238793952 -0.0028771366069538086 -0.0016710484941786878 0.00054446076722735107 0.0015051537115446955 -2.5386085517947545e-05 0.00055603447159397043 8.1329139943056092e-05 -0.00045852572200901252 0.00038197557897571302 0.00015304357312453736 -0.00043865305955096312 0.00060316916685797869 0.00026754805512485823 -4.4003382016025406e-05 0.00015687474778706528 -1.0111684699486409e-05 -0.00035519455536691389 0.00010454131172002805 -0.00036146453716726925 -0.00060596415879036721 0.0001033911466103851 -0.00042401323778370266 9.5300364411428983e-05
leaf_weight=54 49 53 46 57 46 1942 48 47 61 83 64 47 53 157 127 190 57 73 103 57 59 157 52 61
leaf_count=54 49 53 46 57 46 1942 48 47 61 83 64 47 53 157 127 190 57 73 103 57 59 157 52 61
internal_value=0 -3.71305e-05 -9.34529e-05 8.26187e-05 0.000593061 -3.32443e-05 -0.000351884 6.96862e-05 -6.56461e-06 5.51261e-06 3.44638e-05 -0.000169953 0.000122106 0.000202922 0.000125345 -8.75935e-06 -4.40969e-05 6.81237e-05 -8.14933e-05 -0.000125812 -0.000320232 -1.66003e-05 -2.71375e-05 -0.000136431
internal_weight=0 3694 2517 1177 100 2464 188 142 2276 2215 1077 94 514 337 284 2132 563 233 176 330 116 214 177 113
internal_count=3743 3694 2517 1177 100 2464 188 142 2276 2215 1077 94 514 337 284 2132 563 233 176 330 116 214 177 113
is_linear=0
shrinkage=0.0995203


Tree=9123
num_leaves=20
num_cat=0
split_feature=20 3 3 17 5 1 1 1 10 26 26 26 17 17 9 0 26 26 1
split_gain=0.0149598 0.00203883 0.0353706 0.00231957 0.00695197 0.00212838 0.0131844 0.00206049 0.0012468 0.00079078 0.00137809 0.00155252 0.000834523 0.00105791 0.000750684 0.000654009 0.000471342 0.00166595 0.00131711
threshold=-0.40431 0.08785500000000003 0.088055000000000022 -0.16207999999999997 0.13648000000000002 -0.083284999999999984 -0.088694999999999982 -0.080844999999999986 0.086165000000000019 0.098185000000000022 0.087865000000000013 0.087435000000000027 -0.0092949999999999994 0.0021900000000000005 0.083835000000000021 -0.080434999999999993 0.096685000000000021 0.098495000000000013 -0.06921999999999999
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 -2 6 8 -7 15 10 11 14 -12 -14 -5 -4 18 -18 -9
right_child=1 2 5 9 -6 7 -8 16 -10 -11 12 -13 13 -15 -16 -17 17 -19 -20
leaf_value=-0.0017339955272233894 0.0013178077931894397 -0.0026530844645286625 -0.00026096921237399263 -7.4342404928914497e-05 -0.00033410128830733721 0.00062899175249028468 -0.0014692806600420931 -0.00033067463556516407 -0.00040159859873230242 -0.00030942293635228218 6.0490413825450116e-05 -0.00050836233138627524 0.00084981462112492499 0.00017593700251715064 0.00012282306909022856 0.00011971522358322598 0.00064233283506684642 2.127628322858259e-05 9.5814299116372869e-07
leaf_weight=52 53 52 51 341 47 53 71 130 67 63 87 56 46 54 428 318 48 426 1300
leaf_count=52 53 52 51 341 47 53 71 130 67 63 87 56 46 54 428 318 48 426 1300
internal_value=0 -3.36082e-05 -8.43076e-05 7.42565e-05 0.000533224 -2.97641e-05 -0.000211607 1.69277e-05 -4.92459e-06 3.08003e-05 5.27891e-05 -1.51612e-06 0.000296749 0.000494107 3.43289e-05 6.48818e-05 0 8.58952e-05 -2.86178e-05
internal_weight=0 3691 2516 1175 100 2464 507 1957 436 1075 1012 825 187 100 769 369 1904 474 1430
internal_count=3743 3691 2516 1175 100 2464 507 1957 436 1075 1012 825 187 100 769 369 1904 474 1430
is_linear=0
shrinkage=0.0995203


Tree=9124
num_leaves=18
num_cat=0
split_feature=18 18 20 19 10 10 17 11 18 17 9 6 17 17 18 20 1
split_gain=0.00205252 0.0184886 0.00170327 0.000915658 0.00074823 0.00391512 0.00137066 0.000703956 0.000615504 0.000920547 0.000936917 0.000658983 0.000446125 0.00212407 0.000821008 0.000604289 0.000517785
threshold=0.087065000000000017 0.088735000000000022 -0.240845 0.13251500000000005 0.090150000000000022 0.086275000000000018 -0.55754499999999996 -0.084384999999999988 0.092750000000000013 -0.067864999999999995 0.088710000000000025 0.15358000000000002 -0.032404999999999996 -0.05543 0.10085500000000001 0.091685000000000016 -0.072579999999999992
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 -4 -8 9 -3 -11 12 13 14 -10 16 -14
right_child=1 8 3 -5 -6 -7 7 -9 11 10 -12 -13 15 -15 -16 -17 -18
leaf_value=0.00055319034117099115 0.0020933101389785597 -7.5376550845492393e-05 -0.00046195962931090635 0.00044821719523504926 -0.00030952572541837045 0.00089072383862601504 -0.00023613807801244082 1.5652677082742356e-05 -0.00023382695910921538 0.00076191938507065246 0.00012606755498667594 0.00038531300490177118 0.00014125623904354234 -0.00065163104658413321 0.00024079932961793425 0.00040582205782988576 -9.4365100511793016e-05
leaf_weight=58 48 48 64 46 75 49 115 2460 54 48 51 51 192 53 104 48 175
leaf_count=58 48 48 64 46 75 49 115 2460 54 48 51 51 192 53 104 48 175
internal_value=0 0.000193942 1.91554e-05 7.83721e-06 2.09219e-07 9.15593e-06 -6.90252e-06 4.08974e-06 8.23057e-05 0.000267915 0.000442629 4.07943e-05 1.14188e-05 -0.000104834 7.34041e-05 7.24983e-05 2.66722e-05
internal_weight=0 872 2867 2809 2763 2688 2639 2575 824 147 99 677 626 211 158 415 367
internal_count=3739 872 2867 2809 2763 2688 2639 2575 824 147 99 677 626 211 158 415 367
is_linear=0
shrinkage=0.0995203


Tree=9125
num_leaves=23
num_cat=0
split_feature=18 18 1 6 18 3 3 18 9 18 10 8 26 18 26 18 3 1 5 18 5 9
split_gain=0.00167092 0.00651634 0.015148 0.0013981 0.00110795 0.000780825 0.00166633 0.00121937 0.00147361 0.0011985 0.000953424 0.00064595 0.00153617 0.00131947 0.00166229 0.00119784 0.000774046 0.00103197 0.000604096 0.00132972 0.000568736 0.000403628
threshold=0.081485000000000016 0.087505000000000013 -0.080500000000000002 0.18123500000000006 0.022040000000000008 0.084895000000000012 0.085355000000000028 -0.025879999999999997 0.083235000000000017 1.0000000180025095e-35 0.090150000000000022 -0.045194999999999999 0.11991000000000003 0.089505000000000015 0.11326500000000002 0.092750000000000013 0.098755000000000023 -0.049499999999999995 -0.0093650000000000001 -0.010395 -0.082635 0.083235000000000017
decision_type=2 2 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 7 -7 8 -1 10 -8 12 13 -3 20 -13 21 -18 19 -9 -15 -17
right_child=1 11 -4 -5 -6 6 9 18 -10 -11 -12 15 -14 14 -16 16 17 -19 -20 -21 -22 -23
leaf_value=-5.0242911384952436e-05 -0.00011763983122217435 -0.00043202969265950566 0.0022176686613805895 0.0005023281459708061 -0.00042982789901012234 0.00059610434595965716 2.3785006858967404e-05 -0.00050709589337681799 -0.00070598164607664493 0.00049714846098797012 -0.00040730746640996689 0.00065753628359757545 -0.00046936762600224775 0.00016528037316465883 0.0005466673679703144 -0.00031997707119772755 -3.3646843574535044e-05 0.00056360588658519622 0.00023549180916888345 4.6565298932161182e-05 -6.3741254713712523e-05 8.1255768617194692e-05
leaf_weight=80 63 47 48 57 57 52 2027 55 63 52 52 48 58 195 76 46 51 59 83 188 233 49
leaf_count=80 63 47 48 57 57 52 2027 55 63 52 52 48 58 195 76 46 51 59 83 188 233 49
internal_value=0 0.00016647 0.000884849 1.44351e-05 3.86713e-06 1.34973e-05 3.87998e-05 -0.00010253 -0.00034486 2.48165e-05 1.26087e-05 7.30144e-05 1.60241e-05 6.86037e-05 0.000116914 0.000206961 9.7467e-05 0.000279256 1.25709e-06 -7.53802e-05 3.869e-05 -0.000104408
internal_weight=0 973 111 2766 2709 2652 2183 469 143 2131 2079 862 609 551 504 253 205 110 326 243 428 95
internal_count=3739 973 111 2766 2709 2652 2183 469 143 2131 2079 862 609 551 504 253 205 110 326 243 428 95
is_linear=0
shrinkage=0.0995203


Tree=9126
num_leaves=27
num_cat=0
split_feature=18 18 20 3 18 26 18 0 17 3 9 20 3 3 8 6 9 26 0 0 3 9 9 1 8 0
split_gain=0.00156956 0.0147176 0.00118791 0.000801717 0.00104048 0.0010823 0.000936036 0.00366659 0.00152679 0.000922087 0.00105703 0.000670528 0.000620597 0.00229743 0.00155284 0.000561516 0.000556526 0.00074745 0.000441131 0.00133675 0.000894998 0.000420882 0.00240039 0.001021 0.000907781 0.000229132
threshold=0.087065000000000017 0.088735000000000022 -0.240845 0.084895000000000012 -0.025879999999999997 0.083705000000000016 -0.12363 -0.016659999999999998 -0.56005499999999986 0.13640000000000005 -0.063329999999999984 -0.073489999999999986 0.086775000000000033 0.088285000000000016 -0.087844999999999993 0.15358000000000002 0.083760000000000015 0.095525000000000013 -0.069294999999999982 -0.073464999999999989 0.10134000000000003 0.084915000000000032 0.084485000000000018 -0.085184999999999997 -0.085499999999999993 -0.082494999999999999
decision_type=2 2 2 2 2 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 25 7 16 -8 11 -11 -10 14 -14 -3 18 -5 -18 19 -15 -20 22 23 -6 -23 -4
right_child=1 12 3 6 21 -7 8 -9 9 10 -12 -13 13 15 -16 -17 17 -19 20 -21 -22 24 -24 -25 -26 -27
leaf_value=0.00045887405548705577 0.0018604592790697379 0.00016675638099601395 6.7420571770114809e-06 -0.00022958757217620893 0.00027503374384032375 -0.00073120273109367347 -0.0005175096324201812 0.00099078560423763594 -5.0035105604374168e-05 3.7574978984097283e-05 -0.00046548970163241799 8.2263516685196833e-05 0.0006206079560211235 -5.3261082571916e-06 -0.00053465349166792659 0.00037018035619994786 0.00024718011254529774 -0.00016094033633497811 -0.00046661052001430522 0.00049841655748995536 2.0285299963687285e-05 -0.00012721660303876043 -0.0007121441858267154 -0.0001364133410951329 0.00044731160256763347 -0.00028511888985185589
leaf_weight=58 48 70 47 57 107 47 54 48 547 80 80 1199 76 340 55 47 143 62 52 61 123 54 50 133 52 49
leaf_count=58 48 70 47 57 107 47 54 48 547 80 80 1199 76 340 55 47 143 62 52 61 123 54 50 133 52 49
internal_value=0 0.00016582 1.29519e-05 3.45305e-06 -0.000105325 -0.000335808 2.96425e-05 0.000190391 3.80039e-06 1.89994e-05 -0.000208841 4.03472e-05 6.61095e-05 0.000103301 -0.000135315 3.88802e-05 4.06286e-05 0.000119755 1.04258e-05 6.92617e-05 -0.000119715 -2.0028e-05 -8.38676e-05 4.36126e-05 0.000146905 -0.000133701
internal_weight=0 872 2867 2809 539 143 2270 310 1960 1906 160 1746 824 699 125 623 262 205 576 401 175 396 290 240 106 96
internal_count=3739 872 2867 2809 539 143 2270 310 1960 1906 160 1746 824 699 125 623 262 205 576 401 175 396 290 240 106 96
is_linear=0
shrinkage=0.0995203


Tree=9127
num_leaves=18
num_cat=0
split_feature=19 1 5 8 20 1 10 17 17 1 3 21 0 3 3 20 3
split_gain=0.00114745 0.00126077 0.0110463 0.0115471 0.00119018 0.000926133 0.000866078 0.00102131 0.000766244 0.000691628 0.0012628 0.0006824 0.000711817 0.000648985 0.000944701 0.000576653 0.000451911
threshold=0.14061500000000002 -0.072579999999999992 -0.094469999999999985 -0.09602999999999999 -0.24910499999999999 -0.07002499999999999 0.086275000000000018 -0.50029000000000001 -0.56655999999999984 -0.054974999999999996 0.097255000000000022 -0.08861999999999999 -0.091935000000000003 0.08666500000000002 0.099145000000000025 -0.14741499999999999 0.085545000000000024
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 -6 7 8 -4 10 -7 12 -11 16 -15 -13 -9
right_child=-2 4 6 -5 5 9 -8 13 -10 11 -12 15 -14 14 -16 -17 -18
leaf_value=6.659531080445316e-05 0.00051404866472032991 0.00040586126492757004 0 0.0022799717359375756 -0.00046515293701982445 -0.00018658969008082606 0.00038601117005935621 3.9180817813783956e-06 -0.00053024884864748495 0.00051159986165964279 0.00046142375397361925 -0.00037669011510342305 0 0.00016563063103472236 -0.00011676320683743022 -3.2091140228179554e-05 -0.00023179150550463987
leaf_weight=49 51 66 49 46 46 46 67 399 56 46 78 50 60 559 145 1827 99
leaf_count=49 51 66 49 46 46 46 67 399 56 46 78 50 60 559 145 1827 99
internal_value=0 3.72409e-05 0.000108803 0.00114695 -9.76527e-06 -2.28865e-05 3.64285e-05 1.78817e-05 -0.000278706 -1.28424e-05 0.00021443 -2.74669e-05 0.000216964 4.4471e-05 0.000106304 -4.17068e-05 -4.1296e-05
internal_weight=0 3688 1469 95 2219 2153 1374 1307 105 2107 124 1983 106 1202 704 1877 498
internal_count=3739 3688 1469 95 2219 2153 1374 1307 105 2107 124 1983 106 1202 704 1877 498
is_linear=0
shrinkage=0.0995203


Tree=9128
num_leaves=17
num_cat=0
split_feature=30 19 10 0 0 3 4 3 2 26 2 0 0 3 8 1
split_gain=0.00159717 0.00115824 0.000919028 0.000750149 0.00140131 0.00282822 0.000746791 0.000731929 0.000810031 0.00127668 0.000922955 0.000726096 0.000672109 0.000608855 0.00152019 0.00109257
threshold=0.12577500000000003 0.14061500000000002 0.09056500000000002 -0.079564999999999983 -0.077314999999999981 0.09587500000000003 0.13864000000000004 0.08622500000000001 -0.084869999999999987 0.088605000000000017 -0.085759999999999989 -0.073219999999999993 -0.078664999999999999 0.08844500000000001 -0.072559999999999999 -0.018369999999999997
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 12 11 8 10 -10 -1 -6 -5 14 -9 -15
right_child=-2 -3 -4 4 6 -7 -8 13 9 -11 -12 -13 -14 15 -16 -17
leaf_value=-5.4876209490149673e-06 -0.00056910570463390166 0.00050671461292375744 0.00034149991988449094 -0.00030531592345978061 0.00014148498949655784 -0.00098940984074075557 0.00030692832027682854 0.00010462975617820713 -7.1886114776090781e-05 -0.00062498404056915066 0.00046386889148042863 -7.275394670429513e-05 0.00017227090046347248 0.00019105185172242157 0.00067134168847212382 -1.9318940856757514e-05
leaf_weight=283 46 48 83 57 188 46 67 365 270 50 48 897 58 340 55 852
leaf_count=283 46 48 83 57 188 46 67 365 270 50 48 897 58 340 55 852
internal_value=0 2.05369e-05 1.39353e-05 6.1035e-06 -5.34672e-05 -0.000328722 -1.42879e-05 4.10284e-05 -4.72571e-05 -0.000160866 6.0103e-05 -3.48779e-05 -5.73276e-05 7.719e-05 0.000180791 3.99994e-05
internal_weight=0 3707 3659 3576 1313 161 1152 2263 651 320 331 1085 115 1612 420 1192
internal_count=3753 3707 3659 3576 1313 161 1152 2263 651 320 331 1085 115 1612 420 1192
is_linear=0
shrinkage=0.0995203


Tree=9129
num_leaves=10
num_cat=0
split_feature=20 30 6 17 3 19 10 10 28
split_gain=0.00266723 0.00124286 0.00113716 0.00152863 0.00110813 0.000674186 0.000697163 0.000591721 0.000495681
threshold=-0.40431 0.12577500000000003 0.11345500000000001 0.51174000000000019 0.10871500000000002 0.13857500000000003 0.09056500000000002 0.086165000000000019 0.083225000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 7 8 -2
right_child=1 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=0.00069976559048416426 2.1307573194456988e-05 -0.00051246819349512463 0.00017021279651841876 -0.00071492107727049391 -0.00032234797833659767 0.00036260830073333639 0.00031687869271276083 -0.00027211540852700836 -0.00028195365263786757
leaf_weight=55 3168 46 90 47 89 57 75 72 54
leaf_count=55 3168 46 90 47 89 57 75 72 54
internal_value=0 1.3351e-06 8.03105e-06 -0.000207837 -7.01184e-05 2.251e-05 1.65129e-05 9.42541e-06 1.59709e-05
internal_weight=0 3698 3652 226 179 3426 3369 3294 3222
internal_count=3753 3698 3652 226 179 3426 3369 3294 3222
is_linear=0
shrinkage=0.0995203


Tree=9130
num_leaves=13
num_cat=0
split_feature=20 29 10 26 17 10 26 17 2 20 5 3
split_gain=0.0021629 0.0010162 0.000744528 0.00056627 0.0015791 0.000676211 0.000652241 0.0015442 0.000934091 0.000467079 0.000879999 0.000652556
threshold=-0.40431 -0.117605 0.09056500000000002 0.093835000000000016 0.51292000000000015 0.086165000000000019 0.096425000000000025 0.12439000000000001 -0.076615000000000003 -0.078725000000000003 0.51524500000000006 0.090765000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 6 9 8 -8 -5 11 -11 -3
right_child=1 2 -4 4 -6 -7 7 -9 -10 10 -12 -13
leaf_value=0.00063012482576513219 -0.00043541786652564102 5.476838810625765e-05 0.00031796152665475324 -3.4420779349710722e-05 -0.00063924051807771659 -0.00030656654801243847 -6.0610162321084617e-05 0.00037050148248176653 -0.00060146605744938373 4.3245220268899952e-05 0.00042330111302583436 -0.0001315210154493758
leaf_weight=55 52 372 75 86 46 60 541 97 46 1894 63 366
leaf_count=55 52 372 75 86 46 60 541 97 46 1894 63 366
internal_value=0 1.15816e-06 7.60923e-06 8.61806e-07 -7.17174e-05 2.26561e-05 -3.67503e-05 3.65193e-06 -0.000238229 3.02895e-05 5.58983e-05 -3.65098e-05
internal_weight=0 3698 3646 3571 816 2755 770 638 132 2695 1957 738
internal_count=3753 3698 3646 3571 816 2755 770 638 132 2695 1957 738
is_linear=0
shrinkage=0.0995203


Tree=9131
num_leaves=10
num_cat=0
split_feature=6 11 19 6 1 9 28 10 4
split_gain=0.00194071 0.00115167 0.000852646 0.000898007 0.0019414 0.00243727 0.000501474 0.000682947 0.000497919
threshold=0.23153500000000005 -0.37931999999999999 0.14061500000000002 0.11816500000000002 -0.049499999999999995 0.095585000000000017 0.083225000000000021 0.09056500000000002 0.14754500000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 7 8 -3
right_child=-2 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00042508106450655895 0.00056167589423934043 6.3343510368284792e-06 0.00042422082955146821 -0.0010130973306391215 0.00020281051094825454 0 -0.00026942812538867774 0.00033288066479264468 0.00033319258896444688
leaf_weight=62 62 3250 48 48 60 48 61 67 47
leaf_count=62 62 3250 48 48 60 48 61 67 47
internal_value=0 0 7.48686e-06 1.67232e-06 -0.000231577 -0.000511596 1.25352e-05 1.78915e-05 1.12421e-05
internal_weight=0 3691 3629 3581 156 96 3425 3364 3297
internal_count=3753 3691 3629 3581 156 96 3425 3364 3297
is_linear=0
shrinkage=0.0995203


Tree=9132
num_leaves=18
num_cat=0
split_feature=19 3 3 6 17 5 5 3 6 3 5 0 2 4 2 2 4
split_gain=0.00691314 0.00368146 0.02094 0.00144107 0.000722192 0.000728891 0.00192948 0.00120793 0.000506107 0.00229888 0.00051399 0.000737447 0.000508834 0.000453219 0.000488514 0.000414323 0.000367822
threshold=0.14071500000000006 0.083955000000000016 0.083595000000000017 0.08481000000000001 -0.56368999999999991 0.51100000000000012 0.51659500000000014 0.11308000000000003 0.12386500000000002 0.10850000000000003 -0.54382499999999989 -0.23032 -0.035314999999999992 0.11541000000000003 -0.01504 -0.017704999999999995 0.077845000000000025
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 -3 8 -7 -8 10 -10 -6 -12 -11 14 16 -15 -1
right_child=-2 4 -4 -5 5 6 7 -9 9 12 11 -13 -14 15 -16 -17 -18
leaf_value=-0.00029317966080888349 -0.0012253609949791353 0.00034773004843430678 -0.0022097301926603283 0.00041158837196890674 0.00032324355439558616 -0.00069759058318503097 0.00036377190624952484 -0.0002738581469348402 0.00067071673329501522 0.00012494466796943035 -0.00024364562075172605 3.4781057900306224e-05 -0.00033542424652336516 -0.00015220332390927343 -0.00043327081121359568 0.00024548868074341393 4.299925148639549e-05
leaf_weight=51 46 73 49 64 59 49 59 58 65 46 97 2743 46 47 62 55 79
leaf_count=51 46 73 49 64 59 49 59 58 65 46 97 2743 46 47 62 55 79
internal_value=0 2.03483e-06 -0.00028011 -1.37135e-05 3.7134e-05 2.98428e-05 -0.000172308 4.0685e-05 4.10914e-05 0.000216016 3.13357e-05 2.49832e-05 -9.63417e-05 -0.000109081 -0.000200094 5.42127e-05 -8.25893e-05
internal_weight=0 3702 407 358 3295 3222 166 117 3056 157 2899 2840 92 294 192 102 130
internal_count=3748 3702 407 358 3295 3222 166 117 3056 157 2899 2840 92 294 192 102 130
is_linear=0
shrinkage=0.0995203


Tree=9133
num_leaves=23
num_cat=0
split_feature=19 3 3 6 17 6 17 18 18 17 3 1 18 26 0 3 8 18 4 6 26 11
split_gain=0.00560581 0.00298571 0.0169793 0.00117207 0.000585049 0.000598013 0.000608556 0.000688502 0.00104093 0.000892825 0.000664428 0.000706062 0.000396077 0.00101184 0.0016782 0.000670747 0.00205019 0.00138074 0.000353721 0.000425687 0.000416363 0.000360617
threshold=0.14071500000000006 0.083955000000000016 0.083595000000000017 0.085120000000000015 -0.56368999999999991 0.092405000000000029 -0.15122999999999998 -0.015440000000000001 -0.023444999999999997 -0.0069749999999999994 0.087925000000000017 -0.020614999999999998 -0.064454999999999998 0.096980000000000025 -0.080884999999999999 0.10871500000000002 -0.049499999999999995 0.10307000000000002 0.11541000000000003 -0.09007999999999998 0.047170000000000011 -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=1 2 3 18 -3 6 10 8 -8 -9 -6 -12 13 14 -7 16 -14 -17 19 -1 -21 -20
right_child=-2 4 -4 -5 5 12 7 9 -10 -11 11 -13 15 -15 -16 17 -18 -19 21 20 -22 -23
leaf_value=-0.00041989252245640203 -0.0011034127294433827 0.00031312383033915838 -0.0019898174476349097 0.00038255845263627348 -0.00045779385503717514 -0.00028614565421678759 7.7303362136764696e-05 -0.00012604452396743917 0.00057283516536320398 4.2869035514471442e-05 5.5190725673345875e-05 -0.00019832643385551317 0.00011251997808252724 -0.00039841161400300533 0.00033152601063198998 0.00036281854132742261 0.00076142958041892634 -0.00033547613622892996 -0.00011151812444326048 4.7121378281978751e-05 -0.0002982028295698648 0.0002600336350537752
leaf_weight=53 46 73 49 61 46 66 603 450 46 990 242 193 238 48 124 49 62 65 56 88 54 46
leaf_count=53 46 73 49 61 46 66 603 450 46 990 242 193 238 48 124 49 62 65 56 88 54 46
internal_value=0 1.83232e-06 -0.000252234 -1.21211e-05 3.34631e-05 2.68729e-05 4.94369e-06 2.84841e-05 0.000113687 -9.34796e-06 -9.55912e-05 -5.54074e-05 0.000112056 6.14532e-06 0.000112658 0.000170964 0.000249357 -2.8151e-05 -9.59396e-05 -0.000175439 -7.84342e-05 4.80187e-05
internal_weight=0 3702 407 358 3295 3222 2570 2089 649 1440 481 435 652 238 190 414 300 114 297 195 142 102
internal_count=3748 3702 407 358 3295 3222 2570 2089 649 1440 481 435 652 238 190 414 300 114 297 195 142 102
is_linear=0
shrinkage=0.0995203


Tree=9134
num_leaves=17
num_cat=0
split_feature=19 3 3 9 6 3 9 6 5 0 20 6 17 5 5 4
split_gain=0.00454591 0.00242197 0.0137677 0.00114149 0.000537912 0.00167552 0.000693289 0.000432568 0.000421565 0.000566919 0.000835504 0.000492819 0.000575109 0.000373172 0.000680106 0.000372343
threshold=0.14071500000000006 0.083955000000000016 0.083595000000000017 0.10526500000000003 0.12386500000000002 0.10850000000000003 0.11542500000000001 -0.09007999999999998 -0.54382499999999989 -0.229625 -0.034144999999999995 0.11690000000000002 0.51292000000000015 -0.0063549999999999995 -0.031929999999999993 0.12435500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 8 -6 -7 15 -3 10 -10 12 -11 14 -9 -1
right_child=-2 4 -4 -5 5 6 -8 13 9 11 -12 -13 -14 -15 -16 -17
leaf_value=-0.00043813451616654876 -0.00099360092778665574 0.00028489494796936457 -0.0017917903812335501 0.00044944161728602679 0.00055942189621017242 -0.00034969954888564909 0.00018902538960745879 -9.0661214473580936e-05 -0.00053001150838409745 2.1375414113958044e-05 1.4388683821883902e-05 -0.00024379280527866414 0.00026415167029224192 -0.00015377402620769267 0.00037488007396089325 -3.083827869129217e-05
leaf_weight=52 46 59 49 46 74 46 47 67 46 2792 64 66 101 91 55 47
leaf_count=52 46 59 49 46 74 46 47 67 46 2792 64 66 101 91 55 47
internal_value=0 1.67199e-06 -0.000227131 -1.06872e-05 3.01823e-05 0.000204762 -6.86383e-05 -8.11506e-05 2.06e-05 1.52524e-05 -0.000205828 2.37476e-05 3.01342e-05 0 0.000112504 -0.000253041
internal_weight=0 3702 407 358 3295 167 93 312 3128 3069 110 2959 2893 213 122 99
internal_count=3748 3702 407 358 3295 167 93 312 3128 3069 110 2959 2893 213 122 99
is_linear=0
shrinkage=0.0995203


Tree=9135
num_leaves=17
num_cat=0
split_feature=6 3 18 21 9 6 9 5 10 10 26 1 1 18 6 26
split_gain=0.0018285 0.00252653 0.0180843 0.00184104 0.00891027 0.000784909 0.00108558 0.000590444 0.000572639 0.000935537 0.000560267 0.000621215 0.000870428 0.000620854 0.000508849 0.000242206
threshold=0.23153500000000005 0.083955000000000016 -0.095799999999999982 -0.083269999999999997 0.08888500000000002 -0.01146 0.084645000000000012 -0.54382499999999989 0.090150000000000022 0.085875000000000021 0.091195000000000012 -0.085739999999999997 -0.016464999999999997 -0.0060599999999999994 0.099330000000000016 -0.07825
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 -5 9 14 11 13 -13 -4 -9 -14
right_child=-2 3 10 7 -6 6 -8 8 -10 -11 -12 12 15 -15 -16 -17
leaf_value=-0.0019485923829219061 0.00053067398582473679 -0.00022116255475421106 0.00039476731398932816 0.00035154722717516579 -0.0014833199055839354 0.00052010916397264475 -9.2262861108582896e-05 5.8340276610249848e-06 -0.00027154631061418808 0.00041387503526569359 0.00032811232280618931 -0.00052462159505382801 -0.00017223671774473358 -9.3928016842360852e-05 0.00013186242509874096 7.586751669512314e-05
leaf_weight=54 61 61 53 56 47 58 53 2519 63 62 47 46 67 46 366 89
leaf_count=54 61 61 53 56 47 58 53 2519 63 62 47 46 67 46 366 89
internal_value=0 -1.84529e-05 -0.000254032 1.01268e-05 -0.000268261 5.90014e-05 0.00022034 3.02786e-05 2.40296e-05 3.06261e-05 6.56433e-06 -4.09245e-05 -0.00014317 0.000159428 2.21061e-05 -2.54425e-05
internal_weight=0 3687 402 3285 219 172 111 3066 3010 2947 348 301 202 99 2885 156
internal_count=3748 3687 402 3285 219 172 111 3066 3010 2947 348 301 202 99 2885 156
is_linear=0
shrinkage=0.0995203


Tree=9136
num_leaves=29
num_cat=0
split_feature=6 6 9 9 21 9 4 9 3 5 3 2 3 3 2 9 9 9 2 6 5 2 5 5 4 26 26 26
split_gain=0.00361007 0.00619559 0.00246588 0.0474339 0.00816576 0.000929862 0.000886061 0.00115166 0.00102941 0.00146019 0.00145508 0.00128187 0.00125846 0.000908728 0.000828277 0.00124817 0.001075 0.000686948 0.000888904 0.000824992 0.000846621 0.000845851 0.000531928 0.00214246 0.00123979 0.000717659 0.000414827 0.000574898
threshold=0.090845000000000023 0.091615000000000016 0.088610000000000008 0.089025000000000021 -0.082669999999999993 0.08951000000000002 0.09939000000000002 0.083760000000000015 0.09339500000000002 -0.034484999999999995 0.097255000000000022 -0.072419999999999998 0.088055000000000022 0.095240000000000019 -0.079739999999999991 0.11296000000000002 0.092150000000000024 0.087825000000000028 -0.081734999999999988 0.087670000000000012 -0.011204999999999998 -0.08453999999999999 0.018455000000000003 0.11083500000000003 0.09661500000000002 0.083825000000000024 0.12336000000000003 0.091195000000000012
decision_type=2 2 2 2 2 2 2 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 17 -4 -5 -6 7 -3 9 -9 13 -12 -11 -10 16 -16 -7 19 -19 22 -21 -22 26 24 -24 -25 27 -1
right_child=1 6 3 4 5 14 -8 8 10 12 11 -13 -14 -15 15 -17 -18 18 -20 20 21 -23 23 25 -26 -27 -28 -29
leaf_value=3.1878138131051589e-05 0.0011876571617623669 -0.00037897302129466086 -0.0031777728821574523 -0.0013254874286036426 0.00041909827712640138 -0.00037102429992953462 0.00045127273387773653 0.00059508337234194704 -1.8347644282365356e-05 0.00052219888768578705 0.00052109196059226643 -9.5770556616484589e-06 -7.0665692884681327e-05 -0.00052473183338505515 0.00021818969910797928 -0.00015420214138302081 0 0.00046551701546871624 -3.6913907726621845e-05 2.6884465040538201e-05 -0.00069077031922979923 -8.5476106414183014e-05 -0.00075346108323335746 0.00020117111586292921 -6.9944763815124247e-05 -0.0001735107576743094 -0.00025511516764586912 0.00036012946308444036
leaf_weight=1225 56 53 50 46 58 103 65 84 84 48 67 129 130 65 296 125 320 70 64 72 52 47 63 148 50 75 46 56
leaf_count=1225 56 53 50 46 58 103 65 84 84 48 67 129 130 65 296 125 320 70 64 72 52 47 63 148 50 75 46 56
internal_value=0 0.000177762 -6.2661e-05 -0.000190095 -3.16532e-05 3.3422e-05 9.86275e-05 6.26569e-05 0.000102566 0.000251397 -8.08602e-06 0.000167649 8.4609e-05 -0.000244748 5.94824e-06 0.000105678 -9.13743e-05 1.54646e-06 0.000219441 -1.39275e-05 -0.000222233 -0.000411678 6.99947e-06 -0.000104238 -0.000458265 7.14861e-05 3.5782e-05 4.6867e-05
internal_weight=0 781 2966 998 948 902 725 660 607 262 345 196 178 149 844 421 423 1968 134 1834 171 99 1663 336 113 223 1327 1281
internal_count=3747 781 2966 998 948 902 725 660 607 262 345 196 178 149 844 421 423 1968 134 1834 171 99 1663 336 113 223 1327 1281
is_linear=0
shrinkage=0.0995203


Tree=9137
num_leaves=17
num_cat=0
split_feature=18 19 5 5 8 8 20 20 4 17 20 3 21 8 9 1
split_gain=0.00746218 0.00389837 0.00208146 0.0330771 0.000964027 0.000754799 0.000735367 0.0021067 0.00114734 0.000998862 0.000632412 0.000626833 0.000663787 0.000518953 0.000456991 0.00016224
threshold=0.26473000000000008 0.13872000000000004 -0.11517000000000001 -0.13955999999999999 0.10649000000000002 -0.409445 -0.058504999999999995 -0.073314999999999991 0.10777500000000002 0.10932500000000002 -0.082784999999999984 0.10502000000000002 -0.076335 -0.0049949999999999994 0.097200000000000022 -0.139265
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 15 7 10 9 -8 -7 13 -13 -1 -9 -4
right_child=-2 -3 5 -5 -6 6 8 14 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=-1.4693493538856105e-06 0.0010063628040384281 -0.00093169142919250338 -0.00010113143454127248 -0.00275167152520945 -0.00036515448414991088 0.0001291300191849777 -1.7073978543028627e-05 0.00079323817230043405 -0.00036962601027400426 0.00018966531948401785 -5.7767130092988856e-05 0.00041642926140411066 5.8134006578445263e-05 -0.00032775485708118909 0.00030715889138394358 -0.00038754529226610112
leaf_weight=274 70 47 50 46 66 433 1563 46 81 271 299 65 282 60 46 48
leaf_count=274 70 47 50 46 66 433 1563 46 81 271 299 65 282 60 46 48
internal_value=0 -3.07738e-05 -1.88835e-05 -0.000161541 -9.4566e-07 2.07036e-05 3.06799e-05 0.000109318 -2.72953e-06 1.30284e-05 5.16698e-05 3.315e-05 0.000127609 -6.25345e-05 0.000559097 -0.000249769
internal_weight=0 3677 3630 793 747 2837 2739 824 1915 1834 732 681 347 334 92 98
internal_count=3747 3677 3630 793 747 2837 2739 824 1915 1834 732 681 347 334 92 98
is_linear=0
shrinkage=0.0995203


Tree=9138
num_leaves=29
num_cat=0
split_feature=17 8 6 6 17 17 8 9 8 0 2 6 17 0 17 2 4 8 0 8 8 5 3 8 2 3 17 17
split_gain=0.00294167 0.00812868 0.00279644 0.0374975 0.00163873 0.00673999 0.00139433 0.00262151 0.0026553 0.00140233 0.00117949 0.0022876 0.00141697 0.0011563 0.00208552 0.003159 0.00203172 0.00102986 0.00115183 0.00328205 0.00232289 0.00103999 0.00101271 0.000955946 0.000914312 0.00107278 0.000833845 0.000615537
threshold=0.51734000000000024 -0.081864999999999993 -0.088444999999999982 -0.09007999999999998 0.0053950000000000014 0.026115000000000006 -0.078844999999999985 0.08938500000000002 -0.082934999999999995 -0.082494999999999999 -0.073884999999999992 0.097040000000000029 0.41580500000000009 -0.057604999999999996 0.12439000000000001 -0.049174999999999996 0.13962500000000003 -0.085165000000000005 -0.087184999999999999 -0.086844999999999992 -0.089594999999999994 0.11083500000000003 0.13451500000000002 -0.084674999999999986 0.10003000000000002 0.10556500000000002 -0.092124999999999999 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 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 17 -6 7 9 -9 -7 11 -8 -12 14 16 -16 22 18 20 21 26 -20 -1 -19 27 -26 -4 -25
right_child=1 -3 4 -5 5 6 10 8 -10 -11 12 -13 -14 -15 15 -17 -18 23 19 -21 -22 -23 -24 24 25 -27 -28 -29
leaf_value=-8.7012769921623089e-06 -0.0015336187253768413 0.00015590947124956211 0.00019949353565513019 -0.0027936646403988893 0.0011235489117771473 0.00017159395599608914 2.6234238091264345e-05 0.00018584909172245648 0.0011802191092731371 -0.00040395728824397278 -0.00012963248670991472 -0.00080668615827331398 0.00046552133558879622 -0.00033404274991527354 -8.8434549709964181e-05 0.00098046605405234782 -0.00065750768372816436 0.00047874524322628594 -0.00017507402163613342 -0.00087120454050426644 0.00057305262806080378 0.00026629930048596126 0.00044791624071086506 4.3182569397163582e-05 0.00067113857859498068 1.9673613068557833e-05 -0.00026460521797975171 -0.00017407709817812066
leaf_weight=607 46 71 54 50 69 165 83 65 48 56 96 52 66 89 52 55 46 52 226 62 66 68 52 1077 48 58 122 146
leaf_count=607 46 71 54 50 69 165 83 65 48 56 96 52 66 89 52 55 46 52 226 62 66 68 52 1077 48 58 122 146
internal_value=0 -0.000501353 5.49707e-06 -0.000140861 5.77573e-05 0.000188705 8.51826e-05 0.000225272 0.000615481 2.20487e-05 -6.96025e-05 -0.000288531 0.000107784 5.44504e-06 4.36631e-05 0.00045335 -1.73552e-05 1.10254e-05 -9.75621e-05 -0.000212003 6.74062e-05 -7.02032e-05 2.6087e-05 5.86388e-05 4.15852e-05 0.0003224 -0.00011756 1.65771e-05
internal_weight=0 117 3630 951 2679 700 631 334 113 221 297 135 162 901 812 107 705 1979 598 356 242 294 659 1381 1329 106 176 1223
internal_count=3747 117 3630 951 2679 700 631 334 113 221 297 135 162 901 812 107 705 1979 598 356 242 294 659 1381 1329 106 176 1223
is_linear=0
shrinkage=0.0995203


Tree=9139
num_leaves=21
num_cat=0
split_feature=19 1 1 17 17 26 17 20 9 4 9 6 2 19 20 6 2 6 6 2
split_gain=0.00291283 0.00203731 0.0351073 0.00119214 0.00540249 0.00123337 0.00117786 0.00101359 0.00102894 0.0018822 0.000950541 0.000852376 0.00148097 0.00067882 0.00177713 0.000635868 0.000631513 0.000547835 0.00104249 0.000495095
threshold=0.14071500000000006 0.064860000000000015 0.078505000000000019 0.0065250000000000013 0.024055000000000003 0.11724000000000002 0.059130000000000009 -0.048779999999999997 0.11408000000000003 0.14727500000000002 -0.063329999999999984 -0.101065 -0.071344999999999992 0.088415000000000021 -0.0078249999999999986 -0.01146 -0.068279999999999993 0.18123500000000006 0.10877500000000002 0.10274500000000002
decision_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 13 -5 6 -6 11 9 10 -9 -4 -13 17 15 -15 -8 18 19 -1
right_child=-2 2 7 4 5 -7 16 8 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=3.4986602590546546e-05 -0.00078757054057635063 -0.0026934773902788415 -4.3215553380242507e-05 0.00113460709898808 0.00057727796313215645 -0.00028077747269229488 0.00013990376436651198 0.0001647062917659725 -0.00045042702578753686 0.00059997218359682974 -0.00018897190498544229 2.8003947553929942e-05 0.00066761605863878892 -0.0002074277657610961 -0.00071134714005792487 0.00022987229209490569 -9.5528626747096886e-05 0.00032649419740106677 -0.00035600597133013883 -0.00018266258399084038
leaf_weight=1790 47 50 80 51 52 85 436 110 55 47 229 75 74 69 47 63 148 55 75 109
leaf_count=1790 47 50 80 51 52 85 436 110 55 47 229 75 74 69 47 63 148 55 75 109
internal_value=0 6.50866e-07 -0.000149362 3.71702e-05 0.000143623 7.23905e-05 0.000120878 3.92761e-05 -4.74218e-05 7.88043e-06 -7.17942e-05 0.000209811 0.000351158 0 -0.000185832 0 7.88376e-05 1.634e-05 7.28372e-06 2.20628e-05
internal_weight=0 3700 720 2980 772 721 636 670 441 386 339 229 149 2208 179 132 584 2029 1974 1899
internal_count=3747 3700 720 2980 772 721 636 670 441 386 339 229 149 2208 179 132 584 2029 1974 1899
is_linear=0
shrinkage=0.0995203


Tree=9140
num_leaves=21
num_cat=0
split_feature=8 18 8 3 4 19 6 17 4 6 26 3 8 5 12 4 6 6 18 6
split_gain=0.00501543 0.0151487 0.0177729 0.00415919 0.0152408 0.00372662 0.00214175 0.00136772 0.00129244 0.000883982 0.00147292 0.000433067 0.000479492 0.000402261 0.00048617 0.000398798 0.000341964 0.000315222 0.00032059 0.000295291
threshold=-0.092094999999999996 -0.094939999999999997 -0.093384999999999982 0.081685000000000021 0.091430000000000025 0.14061500000000002 0.18123500000000006 -0.55380499999999999 0.09896000000000002 0.12638500000000005 0.10812000000000002 0.12168500000000003 -0.49499500000000002 -0.43873000000000001 -0.0071149999999999989 0.11971000000000002 -0.074054999999999996 0.087075000000000027 0.10492000000000003 -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=1 -1 11 4 -2 6 7 8 -5 10 -9 15 -13 -6 -15 17 -14 19 -19 -3
right_child=3 2 -4 5 13 -7 -8 9 -10 -11 -12 12 16 14 -16 -17 -18 18 -20 -21
leaf_value=0.0020251313773500244 -0.002048455419959965 -8.2135960636742041e-05 0.0019300718538747144 -1.9457230792685419e-06 0.00027143653079810773 0.00088862484824855101 0.000546724017602152 1.4262769105107067e-05 -0.00073082494356732077 0.00036034275386552164 -0.00021085161769722306 -9.763090406806249e-05 0.00045362622320351762 0.00012149254899373915 -0.00031097495309183456 -0.00033872478368677118 5.4155415578747534e-05 -0.00035537277396945435 0 0.00012268431277296499
leaf_weight=46 46 125 51 50 46 47 68 2274 51 64 329 51 50 51 49 46 46 50 48 152
leaf_count=46 46 125 51 50 46 47 68 2274 51 64 329 51 50 51 49 46 46 50 48 152
internal_value=0 0.000281268 0.000150352 -1.99833e-05 -0.000468573 9.60755e-06 -4.67144e-06 -1.8513e-05 -0.000378099 -4.58847e-06 -1.38755e-05 -8.00526e-06 0.000137369 2.3592e-05 -8.22303e-05 -6.071e-05 0.000270741 -2.44238e-05 -0.000178979 2.73011e-05
internal_weight=0 665 619 3075 192 2883 2836 2768 101 2667 2603 568 147 146 100 421 96 375 98 277
internal_count=3740 665 619 3075 192 2883 2836 2768 101 2667 2603 568 147 146 100 421 96 375 98 277
is_linear=0
shrinkage=0.0995203


Tree=9141
num_leaves=22
num_cat=0
split_feature=8 18 8 3 3 19 20 17 7 1 26 1 3 8 4 5 3 1 3 4 36
split_gain=0.00406677 0.0122808 0.0144129 0.00336619 0.0124622 0.00302172 0.00107162 0.000771728 0.000617505 0.000710322 0.00275319 0.000814861 0.000351841 0.000392821 0.000322621 0.000305304 0.000666374 0.000481182 0.00026635 0.000182145 0.000425155
threshold=-0.092094999999999996 -0.094939999999999997 -0.093384999999999982 0.081685000000000021 0.0040650000000000009 0.14061500000000002 -0.14797999999999997 -0.084209999999999993 -0.009689999999999999 -0.076894999999999991 0.11023000000000002 -0.072579999999999992 0.12168500000000003 -0.49499500000000002 0.11971000000000002 -0.077634999999999996 0.087675000000000017 0.18123500000000006 0.15108000000000005 0.12205500000000002 0.086430000000000021
decision_type=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 4 19 6 7 -5 -8 10 -10 -11 14 -14 15 17 -17 -3 -15 20 -2
right_child=3 2 -4 5 -6 -7 8 -9 9 11 -12 -13 13 18 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0018235899730289148 0.00032104788024710793 0.00015021460018042903 0.0017379906484177074 0.00056920565467665342 -0.0018501784587392617 0.00080018864711762952 -0.00037594389091750205 6.0211211468647603e-05 -1.5151791815357373e-05 0.00034341149851731115 -0.00051831943180235575 1.2838782312324868e-05 -8.7914642416774845e-05 0.00040656567928272876 -0.0003050148570095943 0.00014650318879628286 -0.00028531396394638006 -0.00016323341784827414 5.0847983428604477e-05 -0.00012594460460651591 -8.6595617621110417e-05
leaf_weight=46 48 154 51 53 46 47 47 76 899 78 123 1560 51 50 46 52 100 69 46 49 49
leaf_count=46 48 154 51 53 46 47 47 76 899 78 123 1560 51 50 46 52 100 69 46 49 49
internal_value=0 0.00025331 0.000135294 -1.79416e-05 -0.000421516 8.65139e-06 -4.17782e-06 0.000275679 -1.78166e-05 -1.1181e-05 -7.65102e-05 2.90801e-05 -7.16849e-06 0.000123698 -5.48076e-05 -2.19324e-05 -0.000132201 4.95575e-05 0.000244645 2.3004e-05 0.000106685
internal_weight=0 665 619 3075 192 2883 2836 129 2707 2660 1022 1638 568 147 421 375 152 223 96 146 97
internal_count=3740 665 619 3075 192 2883 2836 129 2707 2660 1022 1638 568 147 421 375 152 223 96 146 97
is_linear=0
shrinkage=0.0995203


Tree=9142
num_leaves=22
num_cat=0
split_feature=1 1 5 3 3 2 5 1 26 19 6 5 0 6 8 3 0 0 1 10 17
split_gain=0.00349145 0.00656973 0.015463 0.00553691 0.0105248 0.00531724 0.0120952 0.003299 0.00450921 0.00173637 0.00100145 0.000983436 0.000775939 0.000989734 0.000658068 0.000832747 0.000825411 0.000435422 0.000343889 0.000192491 0.000154699
threshold=-0.081744999999999998 -0.080349999999999991 -0.080724999999999991 0.081685000000000021 -0.0043349999999999994 -0.11700999999999999 -0.13955999999999999 -0.083684999999999996 0.090385000000000021 0.13857500000000003 0.17176000000000005 0.62720500000000012 -0.142265 -0.097455 -0.090440000000000006 0.084065000000000015 -0.084665000000000004 -0.021574999999999997 -0.090939999999999993 0.086165000000000019 -0.0069749999999999994
decision_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 6 19 11 -9 10 12 14 13 -7 18 -16 -17 -14 20 -3 -5
right_child=1 5 -4 7 -6 9 -8 8 -10 -11 -12 -13 17 -15 15 16 -18 -19 -20 -21 -22
leaf_value=9.1138017940967377e-05 0.0021345838647492035 -0.00011433757634183149 -0.00024269314277352007 -0.00012495520206840349 -0.0019355052491213732 -0.00032734238393102694 0.0019757021677406497 4.1643710741472283e-05 -0.0012492646815137468 0.00061323678855819516 0.00036098727583400077 -0.00038400885443388104 1.0489211520374692e-05 2.3781306547322575e-05 0.00041969906257459378 -0.00025932105004982802 9.1993414881758504e-05 0.00028833085353887911 -0.00033740403962073727 0.00015787602274070769 9.9042949764913978e-05
leaf_weight=55 50 48 58 74 46 156 46 54 51 48 77 58 1884 154 67 75 524 58 55 53 49
leaf_count=55 50 48 58 74 46 156 46 54 51 48 77 58 1884 154 67 75 524 58 55 53 49
internal_value=0 8.96666e-05 0.000850319 -0.000120788 -0.000823783 5.67945e-05 0.000637834 -4.94656e-05 -0.000577573 2.05171e-05 7.94979e-06 1.11028e-05 -3.7577e-06 -0.000150272 3.9225e-05 8.53984e-05 4.66391e-05 1.92088e-05 -0.000128937 2.0402e-05 -2.90647e-05
internal_weight=0 2632 108 1108 101 2524 147 1007 105 2377 2329 902 2252 310 844 666 599 1942 178 101 123
internal_count=3740 2632 108 1108 101 2524 147 1007 105 2377 2329 902 2252 310 844 666 599 1942 178 101 123
is_linear=0
shrinkage=0.0995203


Tree=9143
num_leaves=21
num_cat=0
split_feature=9 9 8 3 19 6 3 9 23 1 6 1 26 3 20 3 3 3 1 1
split_gain=0.00451247 0.013278 0.046114 0.00903261 0.00192178 0.00119954 0.00109135 0.00226271 0.00104688 0.000972036 0.00104188 0.000690261 0.00231224 0.000718108 0.000562844 0.000650157 0.000982956 0.00060025 0.000555219 0.000475035
threshold=0.084485000000000018 0.083235000000000017 -0.089984999999999996 0.081685000000000021 0.13924500000000004 0.11766500000000002 0.12551500000000002 0.11351500000000002 0.096100000000000033 -0.085184999999999997 -0.0093650000000000001 -0.078729999999999994 0.11023000000000002 0.084620000000000015 0.10173500000000002 0.11523000000000001 0.13451500000000002 0.10871500000000002 -0.077429999999999985 -0.075804999999999997
decision_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 6 8 11 -8 14 -4 -11 12 13 -5 15 17 -17 -1 -13 -20
right_child=3 2 9 4 -6 -7 7 -9 -10 10 -12 18 -14 -15 -16 16 -18 -19 19 -21
leaf_value=6.4210464828653939e-06 -0.0010773137586801871 0.0035953923956893144 0.0004646557792168581 -0.00039278536641357736 0.00060885891409950181 0.00043784875832257846 0.00076334884406980533 -8.5635969664894958e-05 0.00044843234121705577 0.00028423739597931884 -0.00026220278953127088 0.00026140841488570232 -0.00060032889520439771 -3.0284846062015671e-05 -0.0002770469505546558 -0.00040137607161005252 4.2475329919788782e-06 0.00030113717042060546 -0.00031167721985585022 -8.887218021624012e-06
leaf_weight=562 83 48 75 60 47 63 51 76 47 71 67 72 90 645 85 93 152 79 54 1220
leaf_count=562 83 48 75 60 47 63 51 76 47 71 67 72 90 645 85 93 152 79 54 1220
internal_value=0 0.000170748 0.000807893 -5.70543e-05 -2.01211e-05 1.61565e-05 -3.35165e-05 0.000248849 -9.13622e-06 0.00017588 1.30047e-05 -5.06483e-05 -0.000124236 -6.22972e-05 -3.21273e-05 -7.70656e-06 -0.000146383 4.40204e-05 -6.57621e-06 -2.23639e-05
internal_weight=0 1342 261 2398 2315 1081 2268 127 1018 213 138 2141 795 705 971 886 245 641 1346 1274
internal_count=3740 1342 261 2398 2315 1081 2268 127 1018 213 138 2141 795 705 971 886 245 641 1346 1274
is_linear=0
shrinkage=0.0995203


Tree=9144
num_leaves=18
num_cat=0
split_feature=19 4 5 30 17 8 8 26 0 0 2 9 8 1 1 17 0
split_gain=0.00151273 0.00084782 0.00219062 0.000956473 0.000732123 0.00068845 0.00141012 0.00170643 0.000714202 0.000772245 0.00126489 0.00105752 0.000655165 0.000562952 0.00115945 0.000887785 0.000456818
threshold=0.14071500000000006 0.13657000000000005 -0.49053999999999998 0.08883000000000002 -0.57205499999999987 -0.085764999999999994 -0.084855 0.086365000000000011 -0.091134999999999994 -0.083814999999999987 -0.080484999999999987 0.083835000000000021 -0.088520000000000001 -0.087944999999999995 -0.081889999999999991 -0.14723999999999998 -0.14731999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 8 7 -7 12 11 -11 -10 16 15 -15 -8 -6
right_child=-2 2 3 -5 5 6 13 -9 9 10 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.00039526328854326548 0.00055894201105545461 0.00078491348614390338 0.00018445013142299565 -0.00037233662784903895 -0.00019923859414880187 0.00081731378123075507 -5.425582888594192e-05 1.1260316397051778e-05 -0.00066389202410635268 0.00030008935213638176 -0.00017271847148607244 -0.00017283739854972863 0.0002998840930530672 -0.00029537650449487705 -3.6255928787970053e-06 0.0002058741392918273 2.7042890948314196e-05
leaf_weight=51 47 47 91 46 123 47 229 63 54 81 180 276 66 148 1599 289 299
leaf_count=51 47 47 91 46 123 47 229 63 54 81 180 276 66 148 1599 289 299
internal_value=0 -9.18688e-06 0.000198633 0 -2.03302e-05 -1.45572e-05 1.51009e-05 0.000363107 -8.05965e-05 -0.000154237 -2.28485e-05 -0.000255673 6.90949e-06 -1.43869e-06 -2.88104e-05 8.92942e-05 -3.69713e-05
internal_weight=0 3689 184 137 3505 3454 2375 110 1079 591 261 330 488 2265 1747 518 422
internal_count=3736 3689 184 137 3505 3454 2375 110 1079 591 261 330 488 2265 1747 518 422
is_linear=0
shrinkage=0.0995203


Tree=9145
num_leaves=14
num_cat=0
split_feature=19 12 8 10 17 17 6 8 0 21 6 17 0
split_gain=0.00122665 0.000751851 0.000680349 0.00074691 0.00130213 0.000880414 0.000770974 0.000734655 0.00191396 0.000773458 0.000362955 0.000387408 0.000357318
threshold=0.14071500000000006 0.098735000000000017 -0.086404999999999996 0.088065000000000018 -0.56005499999999986 -0.54892999999999992 0.091495000000000007 -0.087374999999999994 -0.087825 -0.080634999999999998 -0.082809999999999995 -0.096019999999999994 -0.091134999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 -6 -7 9 -9 -1 12 -12 -11
right_child=-2 -3 3 -5 5 6 -8 8 -10 10 11 -13 -14
leaf_value=0.0002701342798246604 0.00050331589318610749 0.00038663846241835016 0.0004473873339036236 -0.00030513979543939865 -0.0004098602001116909 5.3058850156521664e-05 -7.9206213523501899e-05 6.0169380839950843e-05 -0.00077039769182118078 5.8230241335876057e-05 4.4957926102772957e-05 -0.00016417089456289367 -0.00016924256303353936
leaf_weight=68 47 47 70 70 48 1770 576 56 51 275 101 466 91
leaf_count=68 47 47 70 70 48 1770 576 56 51 275 101 466 91
internal_value=0 -8.27261e-06 -1.35937e-05 1.4577e-05 2.39921e-05 1.12702e-05 2.02356e-05 -7.87591e-05 -0.000328058 -5.1293e-05 -7.5597e-05 -0.000125475 0
internal_weight=0 3689 3642 2534 2464 2394 2346 1108 107 1001 933 567 366
internal_count=3736 3689 3642 2534 2464 2394 2346 1108 107 1001 933 567 366
is_linear=0
shrinkage=0.0995203


Tree=9146
num_leaves=22
num_cat=0
split_feature=19 3 17 4 3 3 3 26 0 8 8 26 5 5 0 5 17 18 3 8 0
split_gain=0.00099447 0.000722643 0.000958301 0.000703308 0.000812754 0.000617138 0.00182075 0.00189031 0.00217719 0.00084741 0.00103094 0.000786628 0.000784115 0.00131041 0.000759974 0.000620938 0.00196233 0.000887881 0.0002932 0.000496629 0.000738095
threshold=0.14071500000000006 0.083955000000000016 -0.5696199999999999 0.13630500000000004 0.08345000000000001 0.087385000000000032 0.08844500000000001 0.089485000000000023 -0.085684999999999997 -0.085764999999999994 -0.086995000000000003 0.088115000000000013 -0.06971999999999999 -0.011514999999999999 -0.057604999999999996 -0.0078499999999999976 -0.14169499999999999 -0.011835 0.082130000000000022 -0.094139999999999988 -0.092939999999999995
decision_type=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 18 9 7 8 -7 10 11 -4 14 -14 -8 17 -17 -11 19 -1 -21
right_child=-2 2 5 -5 -6 6 12 -9 -10 15 -12 -13 13 -15 -16 16 -18 -19 -20 20 -22
leaf_value=-0.00020924016483116117 0.00045322585291334967 -0.00044744081291759041 -4.8836679673716449e-05 0.00047432728865157012 0.00038151184980104438 5.5003347270240445e-05 7.8805763822214017e-05 -0.00014596146594374429 0.00077673391558970414 -0.00041632879863228708 -0.00065368078182859548 -0.00050022302645565597 -0.00022150351195469582 -7.1003023980077665e-06 -0.00022224639682051265 -0.00036185009340136643 0.00036009650667295784 3.4608045919344368e-05 -0.0002301506544351916 0.00045766468608966293 0
leaf_weight=58 47 52 200 49 66 80 846 75 92 67 48 49 398 1001 91 53 121 114 48 48 133
leaf_count=58 47 52 200 49 66 80 846 75 92 67 48 49 398 1001 91 53 121 114 48 48 133
internal_value=0 -7.40515e-06 -2.30178e-05 0.000118217 6.6466e-05 -1.59425e-05 5.59616e-06 0.000262804 0.000445805 -0.000102527 -0.000226573 -0.000140951 -2.12497e-05 -6.86808e-05 4.86944e-05 0 0.000135488 -0.000127791 -3.13124e-06 3.90374e-05 0.000123119
internal_weight=0 3689 3287 402 353 3235 2583 247 172 652 297 249 2336 1399 937 355 174 181 287 239 181
internal_count=3736 3689 3287 402 353 3235 2583 247 172 652 297 249 2336 1399 937 355 174 181 287 239 181
is_linear=0
shrinkage=0.0995203


Tree=9147
num_leaves=20
num_cat=0
split_feature=19 4 5 30 24 8 26 5 3 9 20 3 3 3 5 21 3 29 5
split_gain=0.000806634 0.000598238 0.00165998 0.000828795 0.000663054 0.000563268 0.00104387 0.00246603 0.000961323 0.000871373 0.000991916 0.0008261 0.00181705 0.00207245 0.000772142 0.00230462 0.00106668 0.000673434 0.000546278
threshold=0.14071500000000006 0.13657000000000005 -0.49053999999999998 0.08883000000000002 0.083550000000000027 -0.064125000000000001 0.10264000000000002 -0.012704999999999999 0.094685000000000033 0.097510000000000027 -0.014955 0.10393500000000001 0.10807500000000002 0.11089500000000001 -0.11065499999999999 0.08500000000000002 0.090435000000000029 -0.077709999999999987 0.24444000000000005
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 6 9 8 -8 17 -11 14 18 -14 15 -7 -16 -1 -13
right_child=-2 2 3 -5 -6 11 7 -9 -10 10 -12 12 13 -15 16 -17 -18 -19 -20
leaf_value=-0.00027236517862467066 0.00040812069981904791 0.00067825907028579201 0.00016664102453920637 -0.00035145227845373461 -0.00035024716940223723 -8.1894147690408879e-05 0.00015786239795015743 -0.00074871847637210344 -0.00030373762224159256 -8.6943559339823005e-05 0.00049491733077591804 -0.00019988446691282164 0.00059671459540929829 -5.974750254808724e-05 0.00019796664909534461 0.00073088280530598094 -6.8227710622201514e-05 -1.6663755980992263e-05 -0.00069164807694364026
leaf_weight=109 47 47 91 46 58 66 103 67 78 47 68 56 57 283 289 69 302 1807 46
leaf_count=109 47 47 91 46 58 66 103 67 78 47 68 56 57 283 289 69 302 1807 46
internal_value=0 -6.7259e-06 0.000167803 -1.342e-06 -1.61216e-05 -1.0262e-05 -3.9256e-05 -0.000232241 -3.65364e-05 -1.52879e-05 0.000249995 4.561e-05 -6.04611e-05 4.78988e-05 0.000111315 0.000327461 6.05566e-05 -3.16377e-05 -0.000429686
internal_weight=0 3689 184 137 3505 3447 2279 248 181 2031 115 1168 442 340 726 135 591 1916 102
internal_count=3736 3689 184 137 3505 3447 2279 248 181 2031 115 1168 442 340 726 135 591 1916 102
is_linear=0
shrinkage=0.0995203


Tree=9148
num_leaves=17
num_cat=0
split_feature=6 0 0 7 3 3 21 6 21 20 26 19 20 20 20 18
split_gain=0.0227923 0.00152501 0.0180452 0.000573934 0.000791541 0.00219748 0.00139982 0.00085844 0.00085244 0.00054089 0.000642666 0.000583132 0.000613205 0.000625106 0.000734718 0.000703569
threshold=0.23663500000000004 -0.082794999999999994 -0.083514999999999992 -0.074779999999999999 0.10850000000000003 0.10502000000000002 0.12208500000000003 -0.085064999999999988 0.086565000000000017 -0.097019999999999995 -0.076124999999999998 0.13857500000000003 -0.08323499999999999 -0.078725000000000003 -0.075334999999999999 -0.087989999999999985
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 8 7 -6 -5 10 -3 12 -11 15 -15 -14
right_child=-2 9 -4 4 6 -7 -8 -9 -10 11 -12 -13 13 14 -16 -17
leaf_value=0.00031203453017936015 -0.0021905104031587227 -0.00041284990094618969 -0.0016501035707994997 -7.4237284597436357e-05 -0.00022129854823042583 0.00059943958102017002 -0.00060918423370694955 0.00016578342935149345 8.6894603583931464e-05 0.00037145424666273945 3.5453233654275291e-05 0.00042165773317216266 -0.00045505957997397494 0.00042210274338771341 5.1803182003636072e-05 6.0780462206286663e-05
leaf_weight=53 48 51 69 896 135 60 58 96 508 62 76 47 50 56 1409 50
leaf_count=53 48 51 69 896 135 60 58 96 508 62 76 47 50 56 1409 50
internal_value=0 -7.48779e-06 -7.05074e-05 -9.70402e-06 -1.98984e-05 9.28433e-06 -0.000170563 -5.68895e-05 -1.53529e-05 5.76666e-05 -0.000138128 7.30098e-05 6.24351e-05 4.96697e-05 6.65168e-05 -0.000188953
internal_weight=0 3676 1875 1806 1753 1464 289 231 1404 1801 127 1674 1627 1565 1465 100
internal_count=3724 3676 1875 1806 1753 1464 289 231 1404 1801 127 1674 1627 1565 1465 100
is_linear=0
shrinkage=0.0995203


Tree=9149
num_leaves=18
num_cat=0
split_feature=6 8 8 21 18 2 17 18 26 3 6 21 5 6 3 9 17
split_gain=0.018483 0.0043159 0.0173128 0.00131312 0.000574124 0.000557846 0.00109073 0.000497256 0.00229349 0.00048646 0.000629461 0.000485513 0.000451648 0.000832004 0.000462185 0.000269681 0.000243087
threshold=0.23663500000000004 -0.091754999999999989 -0.092844999999999997 -0.072824999999999987 0.15891500000000006 0.12875500000000004 -0.5696199999999999 0.11061000000000003 0.11746500000000003 0.087515000000000023 0.087235000000000021 0.13765500000000006 -0.086109999999999992 -0.090715000000000004 0.12212000000000002 0.093235000000000026 -0.0064000000000000003
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 -3 11 -9 10 16 -8 13 -11 -14 -6 -5
right_child=-2 4 -4 9 15 -7 7 8 -10 12 -12 -13 14 -15 -16 -17 -18
leaf_value=-0.00059404163078115378 -0.0019725102834586999 0.00053560958036445174 -0.0019801763950282572 9.2735961571798489e-05 -1.408627666541472e-05 -0.0002620293358975873 3.1107519304439408e-05 -3.3168523309516602e-05 0.00065871489109527322 -6.3832861664772873e-06 -0.00049355683351191804 0.0003292407818868038 -0.00018455292150977877 0.00043627106595865543 0.00015308588237633253 -0.00036475625496938696 -0.00017054959896789393
leaf_weight=47 48 47 52 54 50 54 2546 137 71 129 47 56 139 60 54 47 86
leaf_count=47 48 47 52 54 50 54 2546 137 71 129 47 56 139 60 54 47 86
internal_value=0 -6.63179e-06 -0.000235654 -8.70596e-05 4.3956e-05 5.21143e-05 5.83384e-05 5.00643e-05 0.000199068 -4.37436e-05 -0.000175704 3.78385e-05 1.8712e-05 0.000129811 -8.58424e-05 -0.000192438 -6.31493e-05
internal_weight=0 3676 668 616 3008 2911 2857 2810 208 569 187 2602 382 189 193 97 140
internal_count=3724 3676 668 616 3008 2911 2857 2810 208 569 187 2602 382 189 193 97 140
is_linear=0
shrinkage=0.0995203


Tree=9150
num_leaves=14
num_cat=0
split_feature=6 8 8 21 24 19 18 9 9 6 8 18 8
split_gain=0.014986 0.00360613 0.0152041 0.00106408 0.000541061 0.000452842 0.000523882 0.000477488 0.000752386 0.000602179 0.000434794 0.000705367 0.000340332
threshold=0.23663500000000004 -0.091914999999999983 -0.092984999999999998 -0.072824999999999987 0.084270000000000025 0.13950000000000004 0.15891500000000006 0.087495000000000031 0.089435000000000028 -0.097455 -0.51030999999999993 -0.018629999999999997 -0.11187999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 9 -9 -3 -5 -12 -13
right_child=-2 4 -4 10 -6 -7 -8 8 -10 -11 11 12 -14
leaf_value=-0.00053492252968362027 -0.0017762058567740342 -0.00013972747934871296 -0.0018863134998235824 0.0001759360497845538 0.00037651292603824122 0.00033893575808123392 -0.00022088096303017756 0.00022170613341506394 3.9680276386905461e-05 2.6375591539941051e-05 -0.0003459372432274255 5.2123228127561982e-05 -0.00013421211650028168
leaf_weight=47 48 265 50 78 47 48 80 287 1126 1166 80 243 159
leaf_count=47 48 265 50 78 47 48 80 287 1126 1166 80 243 159
internal_value=0 -6.01612e-06 -0.000217506 -7.86938e-05 3.97375e-05 3.41362e-05 2.88527e-05 3.61654e-05 7.72316e-05 -3.81217e-06 -3.89413e-05 -7.54124e-05 -1.95402e-05
internal_weight=0 3676 657 607 3019 2972 2924 2844 1413 1431 560 482 402
internal_count=3724 3676 657 607 3019 2972 2924 2844 1413 1431 560 482 402
is_linear=0
shrinkage=0.0995203


Tree=9151
num_leaves=21
num_cat=0
split_feature=20 3 18 18 18 5 5 5 2 2 4 22 21 2 2 2 2 17 21 2
split_gain=0.0141741 0.00115727 0.00492852 0.0157036 0.000614131 0.000648609 0.000836887 0.000819921 0.00116152 0.00147252 0.00102943 0.000530161 0.000850961 0.000458118 0.000887933 0.000513325 0.000774656 0.000495361 0.000409839 0.000392989
threshold=-0.40431 0.086895000000000014 0.087065000000000017 0.090025000000000022 0.22074500000000005 -0.46244499999999994 -0.42170999999999997 -0.49053999999999998 -0.043929999999999997 -0.080974999999999991 0.10649000000000002 0.09044000000000002 0.13922500000000004 0.097285000000000024 -0.0043799999999999993 -0.084869999999999987 -0.082139999999999991 0.0021900000000000005 0.11228000000000003 -0.080744999999999997
decision_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 -4 5 7 -7 8 9 -3 -10 12 -8 14 15 17 -17 -2 -13 -5
right_child=1 4 3 19 -6 6 11 -9 10 -11 -12 18 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=-0.0016420414030110227 0.00012174570735009508 7.3944966889205591e-05 -0.0020862213945383309 0.00016595042660121211 -0.00022392934861212554 0.00042847271073718335 4.8165219498146706e-05 -0.00047335584035359309 -0.00014519459885327276 -0.00069698260356606102 0.0004010462181642266 -0.00037593989236740257 0.00045797991320173208 -0.00028813741709163418 0.00037425653911085649 -0.00029853902849687235 2.873044327832417e-05 -0.00018008372823557952 0 -0.00019296180978520743
leaf_weight=53 318 49 49 73 90 59 2112 49 58 46 78 49 52 48 67 121 166 63 73 51
leaf_count=53 318 49 49 73 90 59 2112 49 58 46 78 49 52 48 67 121 166 63 73 51
internal_value=0 -2.58681e-06 -9.69573e-05 -0.000577755 3.03412e-05 3.93709e-05 5.66905e-05 -0.000102757 -2.06016e-05 -0.000290729 0.000162071 4.6737e-05 5.83912e-05 8.22713e-06 2.86953e-05 -4.73877e-06 -0.000106395 6.96883e-05 -0.000153272 1.17315e-05
internal_weight=0 3671 956 173 2715 2625 2345 280 231 95 136 2286 2164 783 735 668 287 381 122 124
internal_count=3724 3671 956 173 2715 2625 2345 280 231 95 136 2286 2164 783 735 668 287 381 122 124
is_linear=0
shrinkage=0.0995203


Tree=9152
num_leaves=20
num_cat=0
split_feature=6 21 21 20 4 21 26 17 17 2 2 5 4 4 1 4 1 5 17
split_gain=0.0042331 0.0011262 0.0123919 0.000922339 0.00116014 0.00118832 0.00067523 0.000737889 0.00284472 0.000871835 0.00131762 0.000951615 0.000645247 0.0010605 0.00104915 0.0014721 0.000590923 0.000580409 0.000486407
threshold=0.23663500000000004 -0.015149999999999999 -0.026109999999999998 -0.0088249999999999978 0.10533000000000002 -0.083479999999999985 -0.23202999999999999 0.10932500000000002 0.12576000000000004 -0.07360499999999999 -0.078994999999999996 0.054660000000000007 0.13271500000000006 0.11706000000000001 0.51334500000000016 0.14068000000000006 -0.023499999999999997 -0.010074999999999999 0.07134500000000002
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 17 16 12 -9 10 -10 -11 13 18 15 -14 -3 -1 -8
right_child=-2 6 -4 -5 -6 -7 7 8 9 11 -12 -13 14 -15 -16 -17 -18 -19 -20
leaf_value=-4.918111207305347e-05 0.00092561666400405712 1.9326965334552712e-05 -0.0016120473370140442 -0.00026247615605726351 -0.00022777534071101438 0.00056615064838921338 2.5708757413195685e-05 0.00078184115585749393 0 2.5869717448384691e-05 0.00049651390057633439 -0.00047063123267352682 -0.00073189246563542772 0.00036688764813254642 0.00020401865539452818 0 -0.00045448297201982734 0.00034395777052053538 -0.00025587336307909505
leaf_weight=107 51 46 50 72 67 75 2316 62 132 213 92 46 52 90 48 60 52 55 62
leaf_count=107 51 46 50 72 67 75 2316 62 132 213 92 46 52 90 48 60 52 55 62
internal_value=0 1.22596e-05 -0.000139586 5.40429e-05 0.000131701 0.000236779 3.22855e-05 4.04507e-05 0.000146054 6.27472e-05 0.000207347 -5.91513e-05 1.82389e-05 3.10767e-05 -0.000174668 -0.000344272 -0.000223729 7.92388e-05 1.8023e-05
internal_weight=0 3697 426 376 304 237 3271 3173 545 483 224 259 2628 2468 160 112 98 162 2378
internal_count=3748 3697 426 376 304 237 3271 3173 545 483 224 259 2628 2468 160 112 98 162 2378
is_linear=0
shrinkage=0.0995203


Tree=9153
num_leaves=21
num_cat=0
split_feature=6 20 20 21 21 4 6 1 9 9 9 21 6 6 3 17 17 3 20 1
split_gain=0.00343203 0.000918661 0.00854592 0.0006753 0.00126706 0.00043121 0.000587718 0.000962455 0.000544616 0.000774539 0.00116367 0.000757323 0.00199862 0.0006528 0.00156194 0.00042488 0.000487051 0.000856621 0.000421354 8.46405e-05
threshold=0.23663500000000004 -0.083970000000000003 -0.085144999999999985 -0.014264999999999998 -0.08236499999999998 0.13707500000000003 -0.36821999999999994 0.51334500000000016 0.11408000000000003 0.098720000000000016 0.097365000000000021 0.10271500000000001 0.10538000000000002 -0.101065 0.10057000000000002 -0.24445500000000001 0.048755000000000014 0.089655000000000026 -0.081374999999999989 -0.0101
decision_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 19 8 7 -7 9 10 18 12 -10 -11 -15 -5 17 -17 -3 -1
right_child=-2 5 -4 15 -6 6 -8 -9 11 13 -12 -13 -14 14 -16 16 -18 -19 -20 -21
leaf_value=-0.00011750763466798205 0.00083349893967194736 0.00019266776603109402 -0.0013769572856129079 -0.00029323263082505808 0.00057219505918165269 -0.00058953356795091508 0.00014014575325590158 7.7103935204489462e-06 0.00066829907444712893 -0.00044225759423427961 0.00046719547187600626 -5.9025550474258798e-05 -0.00013994438667822183 0.00040237494271898127 -0.00023767984295961877 -0.00017960451564826368 -0.0002602691826901662 0.00027539299733653699 2.2301749787092906e-05 6.1307963586030819e-05
leaf_weight=47 51 155 48 65 55 49 49 53 76 56 63 66 48 53 129 69 55 97 2409 55
leaf_count=47 51 155 48 65 55 49 49 53 76 56 63 66 48 53 129 69 55 97 2409 55
internal_value=0 1.10467e-05 -0.000115371 1.94764e-05 0.00018675 3.0663e-05 -0.000132279 -0.000271175 3.89847e-05 2.78322e-05 4.36464e-05 0.000202845 0.000348829 -0.000143283 -4.67923e-05 -6.94866e-05 0 8.1336e-05 3.29201e-05 -1.30617e-05
internal_weight=0 3697 491 443 157 3206 151 102 3055 2865 2627 190 124 238 182 286 221 166 2564 102
internal_count=3748 3697 491 443 157 3206 151 102 3055 2865 2627 190 124 238 182 286 221 166 2564 102
is_linear=0
shrinkage=0.0995203


Tree=9154
num_leaves=15
num_cat=0
split_feature=6 21 21 20 21 20 21 26 26 0 26 8 3 3
split_gain=0.00278275 0.000940379 0.00966601 0.000728285 0.000766063 0.000783349 0.000642803 0.000560844 0.000587783 0.000466407 0.000465036 0.000477849 0.000427126 0.000385284
threshold=0.23663500000000004 -0.015149999999999999 -0.026109999999999998 -0.0088249999999999978 -0.070074999999999985 -0.014534999999999999 -0.0050399999999999993 -0.23202999999999999 -0.16205499999999998 -0.14124499999999998 -0.085605000000000001 -0.08731499999999999 0.10669500000000003 0.094525000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 -3 12 -9 -1 13 -12 -8 -10
right_child=-2 6 -4 -5 -6 -7 7 8 10 -11 11 -13 -14 -15
leaf_value=-0.00032839331515194085 0.00075054892885895999 0.00038336741063745581 -0.0014292789962201146 -0.00023908828366305744 0.00045635469187333262 0.000372818389858511 0 0.00035058352989742191 -0.00025006888577364886 2.733782880875743e-05 -2.6307854873534938e-05 6.1388619903855694e-05 -0.00042334571034139318 1.8845058653323843e-05
leaf_weight=47 51 50 50 72 53 54 48 56 108 150 875 1993 48 93
leaf_count=47 51 50 50 72 53 54 48 56 108 150 875 1993 48 93
internal_value=0 9.92526e-06 -0.000128813 4.19437e-05 0.000111197 3.50533e-05 2.82442e-05 2.24774e-05 2.99859e-05 -5.33766e-05 2.38692e-05 3.43478e-05 -0.000213411 -0.000121573
internal_weight=0 3697 426 376 304 251 3271 3221 3125 197 3069 2868 96 201
internal_count=3748 3697 426 376 304 251 3271 3221 3125 197 3069 2868 96 201
is_linear=0
shrinkage=0.0995203


Tree=9155
num_leaves=15
num_cat=0
split_feature=6 21 21 21 10 10 8 9 6 19 6 8 0 17
split_gain=0.00225616 0.000800705 0.0045705 0.00058602 0.000476831 0.00123683 0.000586551 0.000815139 0.000457729 0.000403487 0.000651767 0.00106705 0.000691321 0.000310181
threshold=0.23663500000000004 -0.018669999999999996 -0.035574999999999996 -0.0086749999999999987 0.090150000000000022 0.086275000000000018 0.0012600000000000003 0.11351500000000002 -0.52821499999999999 0.11183000000000003 -0.011749999999999998 -0.084855 -0.106285 -0.0087149999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -3 5 6 8 -8 -5 10 12 -12 -1 -13
right_child=-2 3 -4 4 -6 -7 7 -9 -10 -11 11 13 -14 -15
leaf_value=-2.7127450622900105e-05 0.00067585416757524582 0.00035155145488899574 -0.00095742838385654645 -0.000250903813666226 -0.00022218522307936218 0.0004859527143172739 -1.8377160016137294e-05 -0.00037379680452777092 3.9967687432996708e-05 0.00028135497134823816 -0.00046888687547194815 0.00019401336168110088 0.00043895359475554327 -0.00014617084923434831
leaf_weight=87 51 54 56 54 78 57 303 83 2658 47 68 57 47 48
leaf_count=87 51 54 56 54 78 57 303 83 2658 47 68 57 47 48
internal_value=0 8.933e-06 -0.000121862 2.54966e-05 1.97974e-05 2.60393e-05 1.73131e-05 -9.69224e-05 3.38741e-05 8.0058e-06 -3.11759e-05 -0.000160935 0.00013024 3.07041e-05
internal_weight=0 3697 410 3287 3233 3155 3098 386 2712 354 307 173 134 105
internal_count=3748 3697 410 3287 3233 3155 3098 386 2712 354 307 173 134 105
is_linear=0
shrinkage=0.0995203


Tree=9156
num_leaves=26
num_cat=0
split_feature=1 1 18 18 18 18 26 5 9 20 0 4 4 4 18 1 2 21 2 18 26 9 9 9 9
split_gain=0.00365492 0.00885869 0.00285578 0.0163888 0.000834308 0.00114173 0.00144565 0.00122585 0.000873137 0.000712966 0.00113476 0.0015833 0.00270679 0.00136587 0.000617606 0.000608951 0.000553373 0.000455944 0.000451765 0.000508486 0.000439808 0.000971412 0.000657915 0.000370382 0.000534115
threshold=-0.082489999999999994 -0.084059999999999996 -0.093649999999999997 -0.097709999999999991 -0.09053499999999999 -0.018629999999999997 0.088545000000000026 0.040570000000000016 0.095415000000000014 -0.24910499999999999 -0.15468499999999999 0.10533000000000002 0.11644500000000003 0.087495000000000031 -0.086319999999999994 -0.085349999999999995 -0.089549999999999991 -0.0086749999999999987 0.096520000000000022 -0.14624999999999996 -0.23202999999999999 0.13087500000000005 0.11296000000000002 0.089435000000000028 0.097990000000000022
decision_type=2 2 2 2 2 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 -4 6 14 -8 15 -2 11 13 -13 -11 -6 -7 17 -12 19 -1 -18 22 -22 -19 -25
right_child=9 -3 4 -5 5 8 7 -9 -10 10 16 12 -14 -15 -16 -17 20 23 -20 -21 21 -23 -24 24 -26
leaf_value=-0.00026008602163192409 0.00032779708702255974 0.0013357152806153961 -0.00031679201797182871 0.0020716661645217428 0.00029538326590711591 -4.3868005459904575e-06 0.00093160927887948961 0.00019001830097371329 0.00036997464988246747 -0.00031482757874321248 0.00012135122016979322 -0.0010073449059509216 2.1443167407958198e-06 0.00029474016843948061 -0.00018358982709963442 -0.00039027217079335113 -0.00025499339714630143 0 0.00028717882790309164 0.00012038788848500514 4.4925979954799091e-05 0.0003995531054460664 -0.00020774828165998448 -0.00055348234530071835 -0.00011813131041562791
leaf_weight=70 67 67 55 49 48 379 47 48 56 69 58 52 50 77 59 46 49 73 47 66 1889 74 107 49 80
leaf_count=70 67 67 55 49 48 379 47 48 56 69 58 52 50 77 59 46 49 73 47 66 1889 74 107 49 80
internal_value=0 0.000227398 0.00015 0.000455032 5.30006e-05 8.39775e-05 0.000282534 0.000565528 0 7.18351e-06 -6.81928e-07 -0.000203565 -0.000504472 1.04974e-06 2.36259e-05 -4.80794e-05 2.01237e-05 -0.000116142 1.76885e-05 -6.9425e-05 3.72297e-05 4.45425e-05 3.09707e-05 -0.000188386 -0.000289843
internal_weight=0 1037 970 232 738 683 202 95 481 2694 2627 248 102 146 107 425 2379 260 183 136 2119 2070 1996 202 129
internal_count=3731 1037 970 232 738 683 202 95 481 2694 2627 248 102 146 107 425 2379 260 183 136 2119 2070 1996 202 129
is_linear=0
shrinkage=0.0995203


Tree=9157
num_leaves=22
num_cat=0
split_feature=3 3 1 1 26 6 3 0 0 3 26 0 0 6 0 1 3 3 29 3 2
split_gain=0.00345862 0.0111698 0.00369794 0.00923899 0.00109914 0.000776856 0.00131817 0.00178052 0.000636895 0.000846945 0.00114827 0.00062677 0.00045621 0.00106147 0.00133216 0.000701383 0.000714478 0.000698275 0.000558417 0.000534964 0.000220016
threshold=0.085625000000000021 0.085355000000000028 -0.091829999999999995 -0.10771499999999999 0.088435000000000027 0.12386500000000002 0.10871500000000002 -0.044789999999999996 -0.11524 0.084895000000000012 0.087435000000000027 -0.26289499999999993 -0.057604999999999996 -0.052844999999999996 -0.047634999999999997 -0.064534999999999995 0.11089500000000001 0.15537500000000004 -0.081409999999999996 0.08777500000000002 -0.14531999999999998
decision_type=2 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 8 11 -7 -8 -4 10 -10 -2 17 14 -14 16 -15 18 -13 -20 -1
right_child=5 -3 4 -5 -6 6 7 -9 9 -11 -12 12 13 15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.00024969325131699835 -0.00035520186332986553 0.0016772334415692417 -0.00037939654074077572 0.0016710085503544437 0.00038732285198303285 0.00053295383655262163 -0.00044585560658395152 0.00040184507449073824 1.9552511080712946e-05 0.00038039548150689469 -0.00047086538888745262 -0.00027245971786140158 -0.00069272043432665339 4.2245499952983377e-05 -6.5104179621808086e-06 0.00032453607847771445 -0.00031005991494349576 0.00036700374926649436 -7.9134187531429491e-05 4.8199212497144613e-05 -1.3236143122508751e-05
leaf_weight=47 48 51 50 51 67 75 49 49 288 50 56 64 56 189 61 57 80 58 395 1810 80
leaf_count=47 48 51 50 51 67 75 49 49 288 50 56 64 56 189 61 57 80 58 395 1810 80
internal_value=0 0.00025451 0.000148012 0.000538754 1.02999e-05 1.38576e-05 0.000218584 -1.3652e-05 -4.47495e-05 -2.03846e-07 -5.79033e-05 9.98735e-07 7.4667e-06 -8.46757e-05 -0.00034195 5.14775e-06 -5.94862e-05 2.536e-05 1.62661e-05 2.50177e-05 7.76226e-05
internal_weight=0 740 689 178 511 2991 173 98 444 394 344 2818 2770 443 117 326 269 2327 2269 2205 127
internal_count=3731 740 689 178 511 2991 173 98 444 394 344 2818 2770 443 117 326 269 2327 2269 2205 127
is_linear=0
shrinkage=0.0995203


Tree=9158
num_leaves=20
num_cat=0
split_feature=3 18 17 17 3 20 18 18 18 19 27 8 3 3 3 2 17 27 1
split_gain=0.00281423 0.0116623 0.0473907 0.0013273 0.00226885 0.000526445 0.000750037 0.00082522 0.000339256 0.000645017 0.000327654 0.000457842 0.000595823 0.000775991 0.000609546 0.000523739 0.00042429 0.000305919 0.000296094
threshold=0.085545000000000024 -0.018629999999999997 -0.0096999999999999986 -0.11741999999999998 0.084290000000000018 -0.24910499999999999 0.23251500000000005 0.14607000000000003 0.13474500000000003 0.13251500000000005 0.079300000000000023 -0.081534999999999982 0.083815000000000014 0.084550000000000028 0.082595000000000016 -0.082594999999999988 -0.00265 0.093785000000000021 -0.50763499999999995
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 -2 7 8 9 18 11 12 14 -14 -3 -13 -15 -12 -7
right_child=5 10 -4 4 -6 6 -8 -9 -10 -11 17 15 13 16 -16 -17 -18 -19 -20
leaf_value=-0.00027978754009800547 0.000291039994524731 -1.0760059330701338e-05 0.0036402912712272259 -0.00013413427978810276 0.00079213237536621638 -0.00018226625497274327 -0.00027775168345457962 0.00031214654862777533 -0.00025616460792888976 0.00036467874353664204 0.00031650196015265298 -0.00047810965139491435 -0.00032957901344607377 0.00023584750917664932 0.00045690481684420458 -3.27894468968522e-05 -0.00015506789909958796 -2.329522463248873e-05 9.6396241488010636e-06
leaf_weight=66 66 59 47 55 48 82 89 90 48 50 48 50 86 64 47 64 46 49 2577
leaf_count=66 66 59 47 55 48 82 89 90 48 50 48 50 86 64 47 64 46 49 2577
internal_value=0 0.000231141 0.000844695 6.23772e-05 0.000289576 1.27966e-05 6.263e-06 1.54291e-05 5.4461e-06 1.03837e-05 -2.56016e-05 -6.53468e-05 0 -0.000103993 0.000188878 -0.000235286 6.49317e-05 0.000136412 3.41363e-06
internal_weight=0 729 216 169 103 3002 2936 2847 2757 2709 513 416 302 196 106 114 110 97 2659
internal_count=3731 729 216 169 103 3002 2936 2847 2757 2709 513 416 302 196 106 114 110 97 2659
is_linear=0
shrinkage=0.0995203


Tree=9159
num_leaves=21
num_cat=0
split_feature=3 18 9 5 2 6 3 2 5 5 9 3 8 2 2 4 23 4 4 21
split_gain=0.00227248 0.00958782 0.0391582 0.00162279 0.00207356 0.000539138 0.00105751 0.00131474 0.00044443 0.000431369 0.00120034 0.0019635 0.000718153 0.00132603 0.000463671 0.000370447 0.000764997 0.000388227 0.0014055 0.000285636
threshold=0.085625000000000021 -0.018629999999999997 0.084795000000000023 -0.0091849999999999987 -0.086304999999999993 0.12386500000000002 0.10871500000000002 -0.045109999999999997 -0.53979999999999995 -0.015214999999999999 0.084485000000000018 0.083725000000000022 -0.08569499999999998 -0.086050000000000001 -0.081734999999999988 0.13881500000000005 -0.022119999999999997 0.11860000000000002 0.11284500000000003 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 2 3 -1 -5 8 -7 -8 -2 12 11 -11 14 -14 -3 16 -10 18 -18 -19
right_child=5 9 -4 4 -6 6 7 -9 15 10 -12 -13 13 -15 -16 -17 17 19 -20 -21
leaf_value=-0.0004112256042839441 -0.00024875838057838236 0.00019963037025485096 0.0031743442264036523 -0.00020396654198597423 0.00064613100566145957 0.0004636119861852139 0.00033727290934569088 -0.00039054167062391171 0.00037168048881131694 -1.4891363880529104e-05 -0.00022852885484326573 0.00079695519376315885 -0.00061403924060868199 -7.585588479264726e-07 -0.00011944301223578284 -0.00018989332754314084 1.0667054552897274e-05 0.00038297615983043479 -0.00045132178144784081 1.2318625866209313e-05
leaf_weight=56 69 89 51 52 60 75 48 50 58 77 71 46 61 88 89 91 2441 46 67 46
leaf_count=56 69 89 51 52 60 75 48 50 58 77 71 46 61 88 89 91 2441 46 67 46
internal_value=0 0.000206286 0.000758932 2.08078e-05 0.000244134 1.11493e-05 0.000181693 -2.57077e-05 3.88972e-07 -2.44452e-05 9.09821e-05 0.000282071 -9.54285e-05 -0.000257327 3.54947e-05 6.94037e-06 1.39872e-05 5.69304e-06 -1.34835e-06 0.000206546
internal_weight=0 740 219 168 112 2991 173 98 2818 521 194 123 327 149 178 2749 2658 2600 2508 92
internal_count=3731 740 219 168 112 2991 173 98 2818 521 194 123 327 149 178 2749 2658 2600 2508 92
is_linear=0
shrinkage=0.0995203


Tree=9160
num_leaves=28
num_cat=0
split_feature=1 1 26 6 26 1 6 1 8 6 8 17 26 1 0 1 8 26 26 17 4 26 9 20 21 2 8
split_gain=0.000869041 0.00561504 0.00076762 0.00128775 0.000655112 0.00190068 0.0019337 0.00362262 0.00363178 0.00224415 0.00189053 0.00251879 0.000560001 0.00105285 0.00239949 0.00171132 0.000830197 0.000559509 0.000779247 0.000492686 0.000484597 0.000448444 0.00116245 0.000729638 0.000577848 0.000352405 0.000269305
threshold=-0.0083149999999999995 -0.0098449999999999996 -0.23033499999999998 -0.53620499999999993 0.09474500000000001 -0.076329999999999995 0.090335000000000013 -0.083284999999999984 -0.068549999999999986 0.086420000000000011 -0.077604999999999993 0.060860000000000011 0.090385000000000021 -0.081594999999999987 -0.082224999999999993 -0.047239999999999997 -0.080724999999999991 0.090020000000000031 0.089485000000000023 -0.45712999999999998 0.13508000000000006 0.11215000000000001 0.11640000000000002 0.10252000000000001 0.11162500000000002 0.08666500000000002 -0.052214999999999998
decision_type=2 2 2 2 2 2 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 12 6 9 -8 -9 -6 -7 -12 17 16 -15 -16 -14 18 20 -5 -1 23 26 24 -21 -25 -23
right_child=2 -3 3 19 5 10 7 8 -10 -11 11 -13 13 14 15 -17 -18 -19 -20 21 -22 22 -24 25 -26 -27 -28
leaf_value=-6.6383846271814213e-05 0.00032586113056551005 -0.00093240665178506547 -0.00050419067787218098 -0.00021800558190608903 9.9690826948247715e-05 -0.0008726370566901092 -0.00030160795866837408 0.0012432723596511029 1.6954999196141039e-06 -0.00072931564106538352 -0.00056401528783413062 0.00024768241773963622 0.00012742766479858914 0.00077835854254367659 -0.00039300017908071544 0.00042543917888673973 -0.00044917820724713813 -0.00038990431993437744 0.00030184048693774235 5.7291698322637919e-05 0.00025915370248055591 -0.00013490295698283535 0.000263056841416026 -1.3516122570529307e-05 0.00031906874228032693 -0.00039826121468995908 -0.00046794116686898715
leaf_weight=1310 74 75 49 83 67 58 71 48 48 60 83 68 49 58 56 46 47 47 63 857 46 60 52 58 95 46 54
leaf_count=1310 74 75 49 83 67 58 71 48 48 60 83 68 49 58 56 46 47 47 63 857 46 60 52 58 95 46 54
internal_value=0 -8.47578e-05 1.36418e-05 -2.81728e-06 -5.58174e-05 -0.000156065 4.30154e-06 0.000229607 0.000631012 -0.00028552 -0.000385569 -0.000193061 -2.60595e-05 0.000108748 0.000266919 -1.58743e-05 -0.000146342 -5.01587e-05 -3.83288e-05 1.5381e-05 -5.47368e-05 3.19028e-05 -0.000118579 5.63333e-05 8.42743e-05 -0.000191563 -0.000299839
internal_weight=0 2300 1428 1354 2225 503 294 167 96 127 209 151 1722 256 160 102 96 1466 1419 1305 1356 1222 166 1056 952 104 114
internal_count=3728 2300 1428 1354 2225 503 294 167 96 127 209 151 1722 256 160 102 96 1466 1419 1305 1356 1222 166 1056 952 104 114
is_linear=0
shrinkage=0.0995203


Tree=9161
num_leaves=32
num_cat=0
split_feature=18 18 18 18 21 21 4 4 4 25 8 8 21 26 26 18 20 18 20 1 1 8 1 8 26 4 20 1 1 18 1
split_gain=0.0016265 0.00239405 0.00554134 0.00163386 0.000642554 0.000814364 0.0006169 0.00295289 0.00145049 0.000578948 0.000541066 0.00100049 0.00109059 0.000830622 0.00117386 0.000681936 0.000509783 0.000663998 0.000733132 0.000593381 0.00111021 0.000538803 0.000703888 0.000629856 0.000599043 0.000532972 0.000500563 0.00124018 0.000484186 0.000423222 0.000105234
threshold=-0.057764999999999997 -0.086894999999999986 -0.085454999999999989 -0.070104999999999987 -0.10962999999999999 -0.085204999999999989 0.10353000000000002 0.10845500000000002 0.11240500000000002 0.085465000000000027 -0.080835000000000004 -0.073999999999999996 0.086565000000000017 0.089485000000000023 0.088115000000000013 0.09365500000000003 -0.0094199999999999996 -0.098315 -0.084949999999999984 0.056790000000000014 -0.01257 -0.081534999999999982 -0.088495000000000004 -0.078844999999999985 0.089365000000000014 0.090595000000000023 -0.0093149999999999986 -0.06551499999999999 -0.0083149999999999995 -0.0058299999999999992 -0.043804999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 -2 -6 10 28 -9 -10 13 29 -13 14 -7 -15 17 19 -19 20 30 22 -18 -23 25 -25 -4 -28 -8 -12 -1
right_child=4 2 3 -5 5 6 7 8 9 -11 11 12 -14 15 -16 -17 21 18 -20 -21 -22 23 -24 24 -26 -27 27 -29 -30 -31 -32
leaf_value=0.00011521086947426833 0.00035960581866152343 -0.0013567195640637206 0.00013102139616671927 -0.00056199614524324987 -0.00034927714401314949 1.9079382119101411e-05 0.00085389565577438848 -0.00046549427762598004 1.539939455229028e-05 0.00037282560208075913 -0.00058898204761388023 -0.00015661595531836153 8.4874790390521872e-05 0.00025342189686015731 -0.00033717067001527685 -3.7839198413667117e-05 -0.00053563890545919076 0 0.00048549852417223134 0.00016611393174991072 -0.00054187819457555649 0.0001986671645944687 -6.6173589133444819e-05 7.7818564799850626e-05 -0.00041009057691199013 -0.00024862118499378882 0.00011367784439103107 -0.00054552378448625841 0.0003521545637438342 -0.00015286141101676778 -7.0261781505550876e-05
leaf_weight=51 49 48 91 85 66 555 46 59 374 52 50 387 351 226 109 116 62 60 58 82 52 77 74 131 57 78 60 51 46 51 74
leaf_count=51 49 48 91 85 66 555 46 59 374 52 50 387 351 226 109 116 62 60 58 82 52 77 74 131 57 78 60 51 46 51 74
internal_value=0 -0.000138161 -0.000364091 -0.000195224 2.51713e-06 -4.18654e-06 4.87926e-06 9.49701e-05 -1.40332e-06 6.09506e-05 -2.28518e-05 -8.21013e-05 -4.06514e-05 2.57483e-05 -3.81686e-05 0.000152238 -4.87852e-05 3.61335e-05 0.00023307 -5.04298e-05 -0.000155375 -0.00011733 -0.000286214 -4.79808e-05 -0.000122456 -4.00938e-05 -3.68359e-05 -0.000181824 0.000611924 -0.000376868 0
internal_weight=0 1191 335 287 2537 2488 2422 577 485 426 1845 839 738 1006 664 342 856 377 118 259 177 479 136 343 266 209 202 111 92 101 125
internal_count=3728 1191 335 287 2537 2488 2422 577 485 426 1845 839 738 1006 664 342 856 377 118 259 177 479 136 343 266 209 202 111 92 101 125
is_linear=0
shrinkage=0.0995203


Tree=9162
num_leaves=23
num_cat=0
split_feature=5 5 26 6 21 21 26 5 21 7 20 5 20 20 20 3 3 18 1 21 18 8
split_gain=0.00135728 0.00119439 0.000841491 0.00129305 0.000782728 0.00612001 0.00129851 0.000543846 0.000534409 0.000459279 0.000505301 0.000511037 0.000508609 0.000877936 0.000732023 0.000438238 0.000626841 0.00128522 0.000630484 0.000458509 0.00111691 0.000254599
threshold=-0.082635 -0.079124999999999987 -0.22971 -0.53620499999999993 -0.018669999999999996 -0.032929999999999994 0.084645000000000012 -0.0044999999999999997 -0.010234999999999999 0.078295000000000017 0.059705000000000015 -0.43873000000000001 -0.060199999999999997 -0.046829999999999997 -0.075334999999999999 0.083955000000000016 0.084895000000000012 -0.016464999999999997 -0.082344999999999988 0.083750000000000019 -0.025879999999999997 -0.082419999999999993
decision_type=2 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 -6 10 12 -12 14 -14 -5 19 17 -17 -18 20 -10 -8
right_child=1 4 3 9 8 -7 21 -9 15 -11 11 -13 13 -15 -16 16 18 -19 -20 -21 -22 -23
leaf_value=0.00046387489863355296 -0.00049873704635822647 0 -0.00047165660193869901 7.3818000308193172e-05 0.00028524374526512828 -0.0012738232919754641 0.00041601069042083148 -0.00042816150344393008 -0.00033266289443271264 -0.0001810293524691328 0.00013909938002588051 -0.00025493696810920878 0.00057264674144251188 0.00011978065834214723 -0.00030914682770863281 -0.00059985236177863732 1.973328811298727e-05 0 -0.00010032670114575146 0.00035568084888319457 0.00019110479319656544 6.9461419600851316e-05
leaf_weight=47 66 60 48 279 46 46 51 64 63 74 50 85 48 486 60 65 695 82 1108 46 112 47
leaf_count=47 66 60 48 279 46 46 51 64 63 74 50 85 48 486 60 65 695 82 1108 46 112 47
internal_value=0 -7.8937e-05 4.99563e-05 3.20158e-05 -6.74579e-05 -0.000228912 -8.71085e-06 -0.000226228 -4.75715e-05 5.51165e-05 7.32647e-05 -0.000102934 0.00010145 0.000162021 3.62175e-06 -5.50004e-05 -7.02727e-05 -0.000269282 -5.35933e-05 7.60511e-05 0 0.000258162
internal_weight=0 2551 1177 1130 2485 268 222 124 2217 1082 1008 135 873 534 339 2171 1950 147 1803 221 175 98
internal_count=3728 2551 1177 1130 2485 268 222 124 2217 1082 1008 135 873 534 339 2171 1950 147 1803 221 175 98
is_linear=0
shrinkage=0.0995203


Tree=9163
num_leaves=22
num_cat=0
split_feature=5 5 8 8 8 26 6 8 6 20 6 4 5 5 5 8 9 1 9 18 9
split_gain=0.00110145 0.000967396 0.000750295 0.00667289 0.00195059 0.000681861 0.00104896 0.000608543 0.00177938 0.000774435 0.000489773 0.000581857 0.000441193 0.0025197 0.00134482 0.00114336 0.000402332 0.00169129 0.000882273 0.000681396 0.000321073
threshold=-0.082635 -0.079124999999999987 -0.084514999999999993 -0.084915000000000004 -0.083849999999999994 -0.22971 -0.53620499999999993 -0.07594999999999999 0.11596500000000003 -0.079154999999999989 0.18123500000000006 0.10739000000000003 -0.025879999999999997 -0.015824999999999995 -0.010074999999999999 -0.087844999999999993 0.11296000000000002 0.50996500000000011 0.10263500000000002 0.088635000000000019 0.084485000000000018
decision_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 -4 -1 -7 8 9 -6 11 -9 15 -14 -15 20 17 18 19 -8 -3
right_child=1 2 4 -5 7 6 16 10 -10 -11 -12 -13 13 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00041770998124706976 -0.00044910264023568093 0.00018322413770838358 0.00055788809064363743 -0.0012803137110011672 0.00022790441462416569 -0.00042471727253985144 -6.8597572742786846e-06 -3.6529361567471379e-05 -0.00061033538590429923 -0.00011435710780845524 0.00031369814885304833 0.00024042773401688043 0.00059678765052725152 -0.00039413043666386156 -2.4516869290459821e-06 -0.00056862353344561177 -0.0001621668338522266 0.00050104109518693107 -0.00037252381741489102 0.00018085994729933903 -0.00017568010877245662
leaf_weight=47 66 46 55 48 76 48 591 979 67 431 47 81 58 115 372 57 80 82 51 278 53
leaf_count=47 66 46 55 48 76 48 591 979 67 431 47 81 58 115 372 57 80 82 51 278 53
internal_value=0 -7.10978e-05 -6.07287e-05 -0.000144206 -2.4241e-05 4.49847e-05 2.87575e-05 -4.37744e-05 -0.000126933 -6.1437e-05 0 -1.45934e-05 -6.52443e-05 -2.13272e-05 -9.66235e-05 -0.000213425 4.96312e-05 6.73583e-05 2.78141e-05 5.22512e-05 -6.47563e-07
internal_weight=0 2551 2485 749 1736 1177 1130 1681 574 507 1107 1060 701 545 487 156 1082 1002 920 869 99
internal_count=3728 2551 2485 749 1736 1177 1130 1681 574 507 1107 1060 701 545 487 156 1082 1002 920 869 99
is_linear=0
shrinkage=0.0995203


Tree=9164
num_leaves=24
num_cat=0
split_feature=29 9 3 9 9 6 6 5 3 3 9 2 2 9 9 9 6 9 18 9 2 2 8
split_gain=0.00211084 0.00230042 0.00822667 0.00266127 0.0136371 0.000966499 0.000901423 0.00113106 0.00102607 0.00123503 0.000691762 0.000687129 0.00318085 0.00116835 0.00104382 0.000937277 0.000556338 0.00071707 0.000767299 0.00066023 0.00192512 0.000772646 0.000462591
threshold=-0.117605 0.087495000000000031 0.085505000000000012 0.085280000000000022 0.085495000000000029 0.11766500000000002 0.088315000000000018 -0.0060949999999999997 0.088605000000000017 0.086965000000000028 0.087885000000000019 -0.083974999999999994 -0.081915000000000002 0.09143500000000003 0.08895500000000002 0.091200000000000017 -0.0048649999999999995 0.084755000000000011 -0.087724999999999984 0.083925000000000013 -0.086254999999999984 -0.017704999999999995 -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
left_child=-1 3 -3 5 -5 16 8 -8 9 -6 -4 14 13 -13 -12 -16 19 18 -18 21 -21 -2 -14
right_child=1 2 10 4 6 -7 7 -9 -10 -11 11 12 22 -15 15 -17 17 -19 -20 20 -22 -23 -24
leaf_value=-0.00062903426352856377 -0.00019060876358354155 0.0010602024201479645 0.00033811070569601749 -0.0017281581759488092 1.1456789729983269e-05 0.00038545527182139421 -0.00057297038891525472 4.2379399738852617e-05 -0.00019507396777803171 0.00064935529081731284 -0.00048735355906511565 0.00025165267074453619 3.42436559484397e-05 0.00082556553859488896 0.00033446281581695522 -8.7555032155653517e-05 -0.0002293357774035348 -0.00038550491892862785 2.8388083255129522e-05 0.00076104432207454444 -1.3420249268469781e-06 5.1969855510097602e-05 -0.00017369006854694495
leaf_weight=51 170 84 79 56 91 62 61 53 90 47 53 91 882 64 63 298 162 72 376 46 107 551 120
leaf_count=51 170 84 79 56 91 62 61 53 90 47 53 91 882 64 63 298 162 72 376 46 107 551 120
internal_value=0 1.54799e-05 9.89918e-05 -5.85895e-05 -0.000288085 0 -4.98895e-05 -0.000279706 6.14282e-05 0.000234644 4.95613e-05 3.45301e-05 7.4257e-05 0.000493905 -7.45169e-05 -1.16388e-05 -1.5592e-05 -8.89096e-05 -4.76949e-05 3.46427e-05 0.000222522 -4.09082e-06 8.52441e-06
internal_weight=0 3678 1734 1944 398 1546 342 114 228 138 1650 1571 1157 155 414 361 1484 610 538 874 153 721 1002
internal_count=3729 3678 1734 1944 398 1546 342 114 228 138 1650 1571 1157 155 414 361 1484 610 538 874 153 721 1002
is_linear=0
shrinkage=0.0995203


Tree=9165
num_leaves=28
num_cat=0
split_feature=11 0 27 5 5 27 20 6 2 1 5 3 3 18 8 2 3 18 1 17 0 0 21 20 2 1 5
split_gain=0.00205651 0.00196918 0.0100757 0.00144848 0.0149219 0.00125283 0.0011792 0.0010063 0.00147206 0.00096277 0.000955715 0.000850527 0.00208606 0.000910645 0.000917727 0.00147584 0.0011347 0.000835613 0.000730472 0.000997089 0.000557549 0.00117252 0.000510374 0.000902123 0.000834514 0.000404761 0.000332949
threshold=-0.37931999999999999 -0.057604999999999996 0.083650000000000016 -0.14822499999999997 -0.1807 0.096290000000000028 -0.00059999999999999995 -0.069354999999999986 -0.072419999999999998 0.51334500000000016 -0.41397 0.08777500000000002 0.08802500000000002 -0.086064999999999989 -0.083294999999999994 -0.085804999999999992 0.08622500000000001 -0.13579499999999997 -0.49056499999999997 0.021725000000000005 -0.088174999999999989 -0.082404999999999992 -0.01137 -0.0088249999999999978 -0.083974999999999994 -0.50763499999999995 -0.013944999999999999
decision_type=2 2 2 2 2 2 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 9 7 -3 -9 10 -2 13 -13 20 16 -16 -15 -8 25 -20 26 -22 23 -14 -24 -19 -5
right_child=1 2 -4 11 -6 -7 17 8 -10 -11 -12 12 22 14 15 -17 -18 18 19 -21 21 -23 24 -25 -26 -27 -28
leaf_value=-0.00054441220301004625 9.9984633086536452e-05 0.00064503367422873246 0.0013026542682471457 -0.00020963630828669126 -0.0017505889773844977 -0.00041175198413805189 -0.00036550019904075284 -0.0003342588290782366 0.00039303291525735355 0.0004363963797620408 -0.00028056089237195038 0.00062945672188907925 0.0003020810212906331 -2.4958160704443589e-05 0.00022836642651634026 -0.00042611662934097385 0.00031377529146776591 3.3842475252655168e-05 -0.00025669145257582981 0.00026125490312286348 -0.00075666070588145055 -0.00014284697129852075 -0.00015252624250477719 -0.00017582494379256102 4.9484101455523327e-05 0.00040467474041297799 0.00013350906249771615
leaf_weight=66 271 48 70 59 53 61 72 46 67 61 86 61 155 344 49 104 135 77 137 49 48 99 247 50 1110 53 51
leaf_count=66 271 48 70 59 53 61 72 46 67 61 86 61 155 344 49 104 135 77 137 49 48 99 247 50 1110 53 51
internal_value=0 1.59637e-05 0.000177891 -1.66954e-05 -0.000165997 7.62479e-06 3.29872e-05 0.000260366 8.97228e-05 7.07842e-05 6.01951e-06 1.45983e-05 5.77212e-05 -6.3208e-05 0 -0.00021116 6.88005e-05 -5.92535e-05 7.93367e-06 -0.000115842 -0.000221167 -0.000348845 3.48694e-05 0.000181525 1.21111e-05 0.000191325 -4.30996e-05
internal_weight=0 3663 619 3044 532 479 549 161 113 418 357 2512 1623 889 632 153 479 388 316 186 257 147 1562 205 1357 130 110
internal_count=3729 3663 619 3044 532 479 549 161 113 418 357 2512 1623 889 632 153 479 388 316 186 257 147 1562 205 1357 130 110
is_linear=0
shrinkage=0.0995203


Tree=9166
num_leaves=11
num_cat=0
split_feature=28 27 20 20 20 12 1 19 5 8
split_gain=0.00485769 0.00180147 0.000978817 0.000977136 0.0139318 0.000589793 0.0011016 0.000599846 0.000483931 0.000690621
threshold=0.080375000000000016 0.11129500000000002 -0.40431 -0.081564999999999985 -0.08237499999999999 -0.086019999999999999 0.51334500000000016 0.13571500000000003 0.26676500000000009 -0.08237499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 -5 7 -7 9 -4
right_child=-2 -3 3 5 -6 6 -8 -9 -10 -11
leaf_value=0.00043516986204858237 0.00078763081454947224 -0.00055191462795943491 0.00010617549043626994 -0.00033724324431623145 -0.001633948380884057 2.5925563265921206e-06 0.00037876040252667693 0.00029599785829070423 0.00026900850573505447 -0.00013291637898503898
leaf_weight=50 77 60 246 46 55 2738 83 71 71 232
leaf_count=50 77 60 246 46 55 2738 83 71 71 232
internal_value=0 -1.1048e-05 -1.78559e-06 -8.18491e-06 -0.00012362 1.52678e-05 2.11579e-05 1.03001e-05 2.61971e-05 -8.15649e-06
internal_weight=0 3652 3592 3542 604 2938 2892 2809 549 478
internal_count=3729 3652 3592 3542 604 2938 2892 2809 549 478
is_linear=0
shrinkage=0.0995203


Tree=9167
num_leaves=14
num_cat=0
split_feature=28 4 6 8 8 3 9 3 26 3 17 5 3
split_gain=0.00393827 0.00170421 0.0010056 0.00077667 0.0114375 0.000607589 0.00079071 0.00107043 0.000785272 0.0006329 0.000578669 0.00081793 0.000737518
threshold=0.080375000000000016 0.15535000000000004 0.17176000000000005 -0.087844999999999993 -0.088634999999999992 0.14166500000000004 0.11408000000000003 0.10502000000000002 0.11991000000000003 0.15537500000000004 0.12374500000000002 -0.082635 0.093835000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 6 8 -8 -5 -7 11 -1 -12
right_child=-2 -3 -4 5 -6 9 7 -9 -10 -11 12 -13 -14
leaf_value=0.00018400138635847748 0.00070924545455295393 -0.00056485386395483685 0.00033264089434748673 2.4014542459190598e-05 -0.0012751515882530341 -0.00045997069605570659 0.00056123612704591134 1.6409061875528069e-05 -0.00026759013113945417 1.9006044283046465e-05 -0.00040991858395617666 -4.0478295788957293e-05 3.0732954120487495e-05
leaf_weight=290 77 54 87 2298 74 53 63 90 95 50 65 351 82
leaf_count=290 77 54 87 2298 74 53 63 90 95 50 65 351 82
internal_value=0 -9.8816e-06 -1.32485e-06 -9.83344e-06 -9.20341e-05 1.66061e-05 2.64798e-05 0.0002461 1.2096e-05 -0.00021951 1.80321e-05 5.98033e-05 -0.000158544
internal_weight=0 3652 3598 3511 862 2649 2546 153 2393 103 788 641 147
internal_count=3729 3652 3598 3511 862 2649 2546 153 2393 103 788 641 147
is_linear=0
shrinkage=0.0995203


Tree=9168
num_leaves=18
num_cat=0
split_feature=8 0 0 10 23 10 17 9 26 21 17 9 4 17 6 0 0
split_gain=0.00366887 0.00765672 0.0445238 0.00165563 0.000671626 0.000903845 0.00104591 0.000758347 0.00117942 0.000590813 0.000519086 0.00051739 0.000362301 0.000415425 0.000336399 0.000399157 0.000395169
threshold=-0.088520000000000001 -0.083589999999999984 -0.079805000000000001 0.09056500000000002 -0.046924999999999994 0.085585000000000022 -0.55286000000000002 0.11408000000000003 0.26711000000000013 -0.080634999999999998 0.3137100000000001 0.13642500000000005 0.11785500000000003 -0.010655 0.090085000000000012 -0.087184999999999999 -0.08892499999999999
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 -2 6 -6 8 -8 -1 14 -9 13 -4 15 16 -11
right_child=3 2 12 -5 5 -7 7 11 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00032206178958801753 -0.00031312915481363716 -0.0034579191482273473 1.7746578301210879e-05 0.00057417798607699744 0.00040701691861772871 -0.00037153738854728367 2.5964512702534667e-05 0.00035163594154055764 -0.00046193610716364751 1.1556818720675035e-05 -0.00033263202440284533 1.2631082751762363e-05 0.00015825065904730129 -0.00035553646394194079 -0.00021380959964896714 0.0002155964753001817 -0.00028885190027137689
leaf_weight=47 56 46 72 56 76 53 2362 118 50 346 56 80 75 46 72 83 49
leaf_count=47 56 46 72 56 76 53 2362 118 50 346 56 80 75 46 72 83 49
internal_value=0 -0.000193497 -0.000675539 3.76759e-05 2.66338e-05 3.38793e-05 4.21837e-05 3.12466e-05 1.55111e-05 -1.58143e-05 -4.33701e-05 0.000218799 -8.13927e-06 -0.000120833 -1.24296e-05 1.61913e-05 -2.36366e-05
internal_weight=0 892 239 2851 2795 2739 2686 2610 2412 653 606 198 193 118 550 478 395
internal_count=3743 892 239 2851 2795 2739 2686 2610 2412 653 606 198 193 118 550 478 395
is_linear=0
shrinkage=0.0995203


Tree=9169
num_leaves=27
num_cat=0
split_feature=8 18 8 6 20 17 1 1 20 20 6 5 0 19 4 4 8 4 7 6 18 3 17 0 10 26
split_gain=0.00297341 0.00638596 0.0286704 0.00147163 0.000573296 0.00140065 0.000874736 0.000783599 0.000794919 0.000599766 0.000904555 0.00108328 0.00139846 0.000620449 0.0005138 0.00064368 0.000725235 0.000478145 0.000626584 0.000410805 0.000379132 0.000543487 0.000376584 0.000512422 0.000269193 0.000115546
threshold=-0.088520000000000001 0.086285000000000014 -0.092299999999999993 0.23153500000000005 -0.085504999999999984 0.11012500000000003 -0.048734999999999994 0.057265000000000017 -0.097019999999999995 -0.079154999999999989 -0.092434999999999989 -0.017704999999999995 -0.080074999999999993 0.13857500000000003 0.13528000000000004 0.11785500000000003 -0.1205 0.13707500000000003 0.058975000000000007 0.088915000000000022 -0.014319999999999999 0.084550000000000028 -0.011514999999999999 -0.087724999999999984 0.076775000000000024 0.047170000000000011
decision_type=2 2 2 2 2 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 19 4 5 6 -2 8 -8 10 -6 -12 -13 17 15 16 24 18 -11 22 -18 -22 -3 -24 25 -1
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leaf_value=-0.00013210489825368838 -0.00034933328538754374 7.5669977419752377e-05 -0.0023990770827882432 0.00056984396143720817 -0.00013005362230721372 -0.00053466779931758235 1.4409474381280257e-05 -0.00024536141644488821 0.00049561892721343784 1.0322215449191857e-05 0.00053783755704666801 -0.00014867316550918618 0.00042402273655627883 0.00036759352370084364 -0.00021316228807261167 0.00039151310624080952 0.00031142105903068901 -0.00026167788442318831 0.00033246067591309754 0.0001681012149713796 -0.00020768774884364789 0.00012652016647539586 0 -0.00047982518888262777 0 -0.00038688903864419821
leaf_weight=49 55 56 65 50 76 60 87 47 60 1985 89 94 75 50 87 49 66 61 62 73 64 186 49 46 54 48
leaf_count=49 55 56 65 50 76 60 87 47 60 1985 89 94 75 50 87 49 66 61 62 73 64 186 49 46 54 48
internal_value=0 -0.000174149 -0.000558834 3.3955e-05 2.40967e-05 -0.000103025 0 0.000100303 0.00021639 4.01878e-05 0.000164645 0.000254628 0.000100638 2.05459e-05 8.86188e-06 4.78827e-05 1.00743e-05 1.19259e-05 2.04791e-05 -2.118e-05 9.7451e-05 3.76884e-05 -0.000118108 -0.000240952 -0.000167359 -0.000266623
internal_weight=0 892 289 2851 2801 309 249 194 147 2492 334 258 169 2158 603 516 467 2108 2047 224 316 250 151 95 151 97
internal_count=3743 892 289 2851 2801 309 249 194 147 2492 334 258 169 2158 603 516 467 2108 2047 224 316 250 151 95 151 97
is_linear=0
shrinkage=0.0995203


Tree=9170
num_leaves=18
num_cat=0
split_feature=8 0 2 10 17 3 23 10 17 9 0 3 26 18 18 3 9
split_gain=0.00242282 0.00607086 0.0420982 0.00132409 0.000725942 0.0013238 0.00053504 0.000722075 0.00100304 0.000632205 0.000562613 0.000514595 0.000512654 0.000511062 0.000891328 0.00061688 0.000407018
threshold=-0.088734999999999994 -0.083589999999999984 -0.080744999999999997 0.09056500000000002 -0.0064000000000000003 0.092835000000000015 -0.046924999999999994 0.085585000000000022 -0.55286000000000002 0.11582000000000002 -0.051394999999999996 0.080495000000000025 0.26711000000000013 0.10361000000000002 0.091725000000000015 0.13345500000000002 0.083325000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 6 5 -4 -2 8 -8 12 -11 -1 -10 14 15 16 -13
right_child=3 2 4 -5 -6 -7 7 -9 9 10 -12 13 -14 -15 -16 -17 -18
leaf_value=-0.0002945337349629698 -0.00028312032568284261 -0.0032557318765764928 0.00065457408278064367 0.00050979649771290829 -0.00012074892909833512 -7.5997902797664952e-05 0.00038875138938360631 -0.00033575463692847807 1.7016168862476466e-05 7.3074046879097255e-05 0.00046219959223284414 0.00019223908137094977 -0.00029255227636600345 -0.00019061899309636248 0.00045779807642882522 -0.00028963313385899482 -1.3492933116864495e-05
leaf_weight=54 56 47 46 56 91 49 77 53 2399 119 58 153 54 89 52 55 235
leaf_count=54 56 47 46 56 91 49 77 53 2399 119 58 153 54 89 52 55 235
internal_value=0 -0.000159391 -0.000594162 3.00065e-05 7.39845e-05 0.000269136 2.01745e-05 2.66249e-05 3.40223e-05 2.33255e-05 0.000205209 0 9.86764e-06 2.65669e-05 6.72703e-05 1.95816e-05 6.55235e-05
internal_weight=0 871 233 2872 186 95 2816 2760 2707 2630 177 638 2453 584 495 443 388
internal_count=3743 871 233 2872 186 95 2816 2760 2707 2630 177 638 2453 584 495 443 388
is_linear=0
shrinkage=0.0995203


Tree=9171
num_leaves=23
num_cat=0
split_feature=3 3 0 5 5 17 2 3 2 9 17 3 2 3 0 35 1 17 19 19 3 19
split_gain=0.00214661 0.00884708 0.0138983 0.0045248 0.0159976 0.00153956 0.00129962 0.00128054 0.00122664 0.00167244 0.000893247 0.000623657 0.000810567 0.000718113 0.000560981 0.000523554 0.000464111 0.00159735 0.000423649 0.000351591 0.00081465 0.000563563
threshold=0.087925000000000017 0.087515000000000023 -0.085794999999999996 -0.094469999999999985 -0.11517000000000001 0.11639500000000001 -0.084385000000000002 0.088115000000000013 -0.085804999999999992 0.084485000000000018 -0.16207999999999997 0.086375000000000021 -0.081804999999999989 0.085545000000000024 -0.11170000000000001 -1.0000000180025095e-35 -0.50763499999999995 -0.55286000000000002 0.14061500000000002 0.10395500000000002 0.092115000000000016 0.061375000000000013
decision_type=2 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 14 6 8 -2 10 -10 -5 13 -13 -8 -1 -16 -9 -18 19 21 -21 -19
right_child=7 2 -4 5 -6 -7 11 16 9 -11 -12 12 -14 -15 15 -17 17 18 -20 20 -22 -23
leaf_value=-0.00029224112891136704 0.00052829864448492936 0.00012887707800642554 -0.0022390067881655779 -0.00034470010111797915 -0.0020916836832473077 0.00055756661724780507 0.00016900688526477574 -0.00019761484380780136 0 -0.00082861377590293616 8.55500266245634e-05 8.4297658799281563e-05 0.00068172290627050206 -0.00021292293772402627 -0.00015737989697724123 0.00023300205598427232 0.00045560642329737751 1.7482244602766254e-05 0.00032033303483659505 -0.00045876475677788874 0 0.0003333390418835642
leaf_weight=57 52 49 48 59 46 59 221 86 51 47 251 50 47 61 54 86 87 2022 46 50 156 58
leaf_count=57 52 49 48 59 46 59 221 86 51 47 251 50 47 61 54 86 87 2022 46 50 156 58
internal_value=0 -0.000123319 -0.00103442 -4.14133e-05 -0.000420388 6.64735e-05 2.86169e-05 3.85931e-05 -9.33741e-05 -0.00040033 1.02294e-06 0.000162102 0.000382211 8.34879e-05 -2.59802e-05 7.65788e-05 2.81008e-05 3.64638e-05 2.04758e-05 1.40838e-05 -0.000109161 2.66834e-05
internal_weight=0 1186 97 1089 243 846 787 2557 408 98 310 379 97 282 197 140 2505 2419 2332 2286 206 2080
internal_count=3743 1186 97 1089 243 846 787 2557 408 98 310 379 97 282 197 140 2505 2419 2332 2286 206 2080
is_linear=0
shrinkage=0.0995203


Tree=9172
num_leaves=30
num_cat=0
split_feature=17 17 28 8 8 1 1 17 8 18 17 17 18 9 23 1 9 0 17 8 17 21 18 0 18 17 18 1 8
split_gain=0.00175878 0.0105509 0.00128289 0.000611769 0.00106502 0.00503667 0.00184031 0.00120769 0.00106384 0.000842573 0.00101353 0.00143961 0.00101633 0.000763453 0.00151778 0.00068987 0.000488261 0.00100075 0.00083214 0.000657584 0.000883761 0.000657044 0.0012204 0.00087235 0.000643365 0.000588039 0.000356808 0.000365557 0.000149382
threshold=-0.11741999999999998 -0.14169499999999999 0.080855000000000024 -0.050299999999999997 -0.076924999999999993 -0.082344999999999988 0.0047600000000000012 0.021725000000000005 -0.041669999999999992 -0.094939999999999997 -0.015100000000000001 -0.0088649999999999996 -0.007069999999999999 0.11296000000000002 -0.022119999999999997 -0.42149500000000001 0.095415000000000014 -0.082794999999999994 -0.54752499999999993 -0.080724999999999991 -0.25491999999999998 0.089350000000000027 -0.084954999999999989 -0.067839999999999998 -0.020999999999999998 -0.17921000000000001 -0.26631499999999997 -0.050379999999999994 -0.069785
decision_type=2 2 2 2 2 2 2 2 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 9 -6 7 -7 -5 -2 12 -12 -11 14 -10 -16 17 24 -18 20 -19 22 -21 -23 -1 -26 28 -28 -20
right_child=2 -3 -4 8 5 6 -8 -9 13 10 11 -13 -14 -15 15 -17 18 19 26 21 -22 23 -24 -25 25 -27 27 -29 -30
leaf_value=0.00032275906295767677 -0.00027143543934464117 -0.0014638436198773971 -0.00038749051046279214 -0.00044820269586040026 0.0011151407466756806 -0.00045471807117804746 0.00054843996796408883 8.6071020887924213e-05 0.00060238898576644659 0.00035574785072884881 -0.00033046956001502444 6.6198279714088106e-05 4.8646784604481518e-05 -0.00024532066970851156 0.00038738781971101868 -7.8288836675198358e-06 0.00046428728403990479 0.00037743774303265976 0.0002743368344000217 -0.00013800935021566815 -0.00018836148011154431 -0.00037289098786413497 -0.00069462400514403485 0.00018046857638408335 -0.00026159529671741609 0.00020578721901672869 6.0333177631373044e-05 -0.00030763350615698593 7.1656344069378926e-06
leaf_weight=86 69 53 62 50 57 58 62 134 48 229 99 1027 213 90 47 589 50 47 47 105 64 48 67 67 57 49 49 52 49
leaf_count=86 69 53 62 50 57 58 62 134 48 229 99 1027 213 90 47 589 50 47 47 105 64 48 67 67 57 49 49 52 49
internal_value=0 -0.000101968 5.82539e-05 6.8519e-05 9.89382e-05 0.000268633 7.54455e-05 -7.30287e-05 -2.40084e-06 6.61992e-05 8.1579e-05 3.05955e-05 0.000209608 2.53401e-05 6.21502e-05 2.00903e-05 -1.47542e-05 -6.47861e-05 0.000101441 -0.00015571 4.38362e-05 -0.000235738 -0.00035959 -4.33805e-05 0.000119427 -3.78182e-05 5.19268e-06 -0.00012101 0.000146496
internal_weight=0 890 2834 2772 1948 311 254 192 824 1637 1568 1126 442 774 684 636 837 590 247 398 111 287 172 115 192 106 197 101 96
internal_count=3724 890 2834 2772 1948 311 254 192 824 1637 1568 1126 442 774 684 636 837 590 247 398 111 287 172 115 192 106 197 101 96
is_linear=0
shrinkage=0.0995203


Tree=9173
num_leaves=23
num_cat=0
split_feature=17 17 28 26 4 0 4 4 6 6 9 9 0 17 20 20 2 21 6 6 26 6
split_gain=0.00142282 0.0085577 0.00104127 0.000514638 0.00087412 0.000539336 0.000631382 0.00117087 0.000571199 0.00285356 0.00103125 0.000399579 0.00083878 0.000671816 0.000641265 0.000828627 0.00058154 0.0008407 0.000567274 0.00111703 0.000733913 0.000566351
threshold=-0.11741999999999998 -0.14169499999999999 0.080855000000000024 -0.23202999999999999 0.15116500000000005 -0.14909499999999998 0.11378500000000003 0.10495500000000003 0.092120000000000021 0.091180000000000025 0.08938500000000002 0.095415000000000014 -0.078144999999999992 -0.54752499999999993 -0.095634999999999998 -0.079624999999999987 -0.072419999999999998 0.11787000000000002 0.090335000000000013 0.08463500000000003 0.086515000000000022 -0.0079349999999999993
decision_type=2 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 -2 5 6 7 -5 9 -7 -10 12 18 -13 -14 -16 17 -15 19 20 -1 -17
right_child=2 -3 -4 4 -6 8 -8 -9 10 -11 -12 13 14 16 15 21 -18 -19 -20 -21 -22 -23
leaf_value=0.00024694819744758582 -0.00020980584755423689 -0.0013181616634036285 -0.00034892738372901825 -0.00010232053256369468 0.0005012546107993883 8.2152175421340359e-05 -0.00035201740669437662 0.00043779590307797844 -0.00030311702549494794 0.00086992280155400131 5.3889232853052993e-05 0.00041808139237772563 9.227894202477592e-05 0.00011149452666032507 -0.00063195918966038199 0.00010694056609012092 0.00023187029174416215 -0.00040142318019884818 0.00027676343889269234 -0.00040214744191015143 -0.00018230471405072401 -0.00027968094694663035
leaf_weight=115 66 53 62 193 46 1812 60 50 100 47 398 50 60 66 49 52 73 58 82 59 58 115
leaf_count=115 66 53 62 193 46 1812 60 50 100 47 398 50 60 66 49 52 73 58 82 59 58 115
internal_value=0 -9.16372e-05 5.24565e-05 6.17294e-05 6.86547e-05 6.08659e-05 -6.26373e-05 5.44577e-06 7.70899e-05 0.000102509 -1.6155e-05 -1.29938e-05 -5.83386e-05 9.20054e-05 -0.000185555 -0.00026652 5.08945e-06 -0.000121817 5.08747e-05 -2.54368e-05 9.83049e-05 -0.000154394
internal_weight=0 890 2834 2772 2706 2660 303 243 2357 1859 498 837 590 247 276 216 197 124 314 232 173 167
internal_count=3724 890 2834 2772 2706 2660 303 243 2357 1859 498 837 590 247 276 216 197 124 314 232 173 167
is_linear=0
shrinkage=0.0995203


Tree=9174
num_leaves=32
num_cat=0
split_feature=17 17 8 8 18 3 3 17 17 8 6 8 20 17 5 2 6 6 18 3 3 3 20 5 19 20 18 5 2 9 5
split_gain=0.00115023 0.00694127 0.00059569 0.00357676 0.000967982 0.000849942 0.00115298 0.000714444 0.00121904 0.0020637 0.0010643 0.000748043 0.000577023 0.000728351 0.00208137 0.000648806 0.00169912 0.00122293 0.000522387 0.000396299 0.000702215 0.000673795 0.000475235 0.000700578 0.000690223 0.000619127 0.00100193 0.000343274 0.000287527 0.00026778 0.000233737
threshold=-0.11741999999999998 -0.14169499999999999 -0.073999999999999996 -0.076924999999999993 -0.095799999999999982 0.086605000000000029 0.084380000000000024 -0.015100000000000001 -0.0088649999999999996 -0.087635000000000005 -0.096934999999999993 -0.082184999999999994 0.096345000000000028 -0.036600000000000001 -0.075744999999999993 -0.041009999999999998 -0.049814999999999991 0.098855000000000012 0.091725000000000015 0.08785500000000003 0.088845000000000021 0.084895000000000012 -0.078835000000000002 0.11083500000000003 0.024740000000000005 -0.095634999999999998 -0.10872 -0.000475 0.096520000000000022 0.08203000000000002 -0.028405
decision_type=2 2 2 2 2 2 2 2 2 2 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 4 -2 6 30 10 9 -9 -6 -12 13 14 -7 17 -17 -15 -10 21 -21 29 25 -24 -25 -22 -27 -16 -14 -1 -4
right_child=2 -3 5 -5 7 12 -8 8 18 -11 11 -13 28 15 27 16 -18 -19 -20 20 22 -23 23 24 -26 26 -28 -29 -30 -31 -32
leaf_value=0.00019902657806938705 -0.00031444976927338442 -0.0011869779496554381 0.00014104246591508421 0.00072963342312570292 0.00061057907910183173 -0.0006707490951123762 0.00058883042733384294 0.00013720444359251497 2.1356137974223725e-05 -0.00076017439232745575 0.0001886302769868831 -0.00013946466435561764 0.00035988680697495926 0.00013736254983442515 0.00014115875594844851 -0.00045506204749648136 0.00014347115811419486 -0.00026838892550021346 0.00019952868445904088 0.00039036128576102594 4.9847191883697949e-05 -0.00037107333536089447 -0.00025573251626641053 5.2215437209621663e-05 0.00046703347558642316 -0.00064788559470684666 -8.3682096808222455e-06 -0.00018250742102249521 0 -0.0001165024590277691 -0.00013703786037013268
leaf_weight=46 68 53 70 81 50 72 51 49 852 50 317 85 46 329 72 101 85 94 206 48 89 75 60 307 47 46 57 59 46 62 51
leaf_count=46 68 53 70 81 50 72 51 49 852 50 317 85 46 329 72 101 85 94 206 48 89 75 60 307 47 46 57 59 46 62 51
internal_value=0 -8.23343e-05 4.72072e-05 8.29567e-05 5.12337e-05 -1.04405e-05 0.000191363 6.71971e-05 2.4919e-05 -0.000307748 0.000173607 0.000117221 -4.97422e-05 -7.7218e-05 -0.000240879 -2.132e-05 -0.000177138 4.52602e-05 5.68213e-05 -1.14086e-05 2.37474e-05 -0.000141522 -3.94052e-06 5.46782e-05 0.000109603 -0.000134601 -0.000301926 0 0.000183863 1.03097e-05 1.70695e-05
internal_weight=0 890 2834 1758 1677 1076 172 1609 1157 99 452 402 904 812 203 609 186 423 1058 837 654 183 606 414 354 192 103 131 92 108 121
internal_count=3724 890 2834 1758 1677 1076 172 1609 1157 99 452 402 904 812 203 609 186 423 1058 837 654 183 606 414 354 192 103 131 92 108 121
is_linear=0
shrinkage=0.0995203


Tree=9175
num_leaves=28
num_cat=0
split_feature=17 17 8 8 18 18 0 20 17 27 2 2 2 2 20 0 2 4 0 5 8 0 8 18 18 1 5
split_gain=0.000975628 0.00613554 0.000597181 0.0029394 0.00068456 0.000666754 0.000585945 0.000787889 0.000705423 0.00045612 0.000410786 0.00143097 0.00206856 0.00183229 0.000499711 0.000769857 0.00129925 0.000909142 0.000325644 0.000775545 0.00154636 0.00107592 0.00103066 0.000641425 0.000608956 0.000528293 0.000508012
threshold=-0.12647999999999998 -0.14488499999999999 -0.073999999999999996 -0.076194999999999999 -0.094939999999999997 -0.090104999999999991 -0.085684999999999997 -0.085204999999999989 -0.011809999999999999 -0.0083799999999999986 -0.070724999999999996 -0.077604999999999993 -0.079739999999999991 -0.082234999999999989 -0.077044999999999988 -0.057604999999999996 -0.032624999999999994 0.087155000000000024 -0.08269 0.11083500000000003 -0.080724999999999991 -0.079284999999999994 -0.073999999999999996 -0.060544999999999995 -0.020999999999999998 -0.050379999999999994 0.24444000000000005
decision_type=2 2 2 2 2 2 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 3 4 -2 -6 8 -8 -7 -4 11 12 13 -11 -12 16 -16 -17 24 21 -21 -20 -22 -24 26 -26 -1
right_child=2 -3 9 -5 5 6 7 -9 -10 10 14 -13 -14 -15 15 17 -18 -19 19 20 22 -23 23 -25 25 -27 -28
leaf_value=0.0005227979402847012 -0.00023609113382510734 -0.0011049628651431003 -0.000260448248195556 0.00080963140301033561 0.00037650221008050152 0.00015448028563678771 0.00047068554799015026 8.740967543499792e-05 -5.8038937331183667e-05 1.6873184031994646e-05 -0.00014657119202579049 -0.00045786719423427031 0.00061642244120806437 -0.00062557838776490851 0.00044074813881584112 0.00011934867914025556 2.6706237985846184e-05 -0.00043240170633172212 -0.00063281879265503877 0.00043249139710438845 -0.00045604554582660725 0 -8.7699957080873269e-05 0.00020198686416525362 0.00017238736153674079 -0.00026145497950924156 4.8857653132420912e-05
leaf_weight=46 75 54 70 53 68 208 59 703 602 304 91 77 49 51 124 69 202 50 49 72 58 58 264 106 50 60 52
leaf_count=46 75 54 70 53 68 208 59 703 602 304 91 77 49 51 124 69 202 50 49 72 58 58 264 106 50 60 52
internal_value=0 -7.75093e-05 4.27747e-05 7.85379e-05 5.5467e-05 6.92996e-05 5.54902e-05 0.00011816 -2.45544e-06 -1.46407e-05 1.47323e-06 -6.44647e-05 8.48923e-06 -7.31168e-05 6.21724e-05 0.000106699 0.000186706 -0.0001056 -8.42808e-06 -4.61739e-05 4.25587e-06 -0.000289477 -6.58711e-05 -2.49608e-06 9.77885e-05 -5.68119e-05 0.000279673
internal_weight=0 869 2855 1768 1715 1640 1572 762 810 1087 1017 481 404 355 536 445 326 119 815 607 500 107 428 370 208 110 98
internal_count=3724 869 2855 1768 1715 1640 1572 762 810 1087 1017 481 404 355 536 445 326 119 815 607 500 107 428 370 208 110 98
is_linear=0
shrinkage=0.0995203


Tree=9176
num_leaves=15
num_cat=0
split_feature=10 1 1 10 26 9 9 3 3 26 17 4 17 20
split_gain=0.00103542 0.0019496 0.0125804 0.00111531 0.00101892 0.0010162 0.000471589 0.00221185 0.00154833 0.000882171 0.000446418 0.00106455 0.00081337 0.000303955
threshold=0.086165000000000019 -0.15353499999999998 -0.16855499999999998 0.09056500000000002 -0.23202999999999999 0.14523000000000005 0.11408000000000003 0.17152000000000003 0.11721500000000003 0.11991000000000003 -0.0064000000000000003 0.09939000000000002 -0.14679499999999998 -0.075604999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -2 13 6 7 9 -8 -6 11 12 -1 -3
right_child=3 4 -4 -5 5 -7 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.00029788724450936088 -0.00051378066400620042 -9.9192198173121584e-05 0.0018043139652223514 1.4627816386990746e-05 3.3380797110803303e-05 0.00043870658672427124 0.00010420199672743187 0.00067600137921755273 -0.00062428614238458269 -0.00021393287173276221 -0.00016415749791618922 0.00040479917471725337 0.00017933053651162463 -0.00048925683956535548
leaf_weight=69 69 46 46 86 2772 60 74 52 46 150 80 78 71 46
leaf_count=69 69 46 46 86 2772 60 74 52 46 150 80 78 71 46
internal_value=0 4.66462e-05 0.000272147 -0.000215318 2.24962e-05 3.22538e-05 2.41071e-05 3.21432e-05 -0.00016823 2.04049e-05 3.28905e-05 0.000108957 -5.00223e-05 -0.000303123
internal_weight=0 3590 344 155 3246 3154 3094 2974 120 2922 298 218 140 92
internal_count=3745 3590 344 155 3246 3154 3094 2974 120 2922 298 218 140 92
is_linear=0
shrinkage=0.0995203


Tree=9177
num_leaves=18
num_cat=0
split_feature=26 3 5 3 6 8 6 6 3 6 3 6 6 26 26 2 6
split_gain=0.00103055 0.011336 0.00107503 0.000750484 0.000649322 0.000656387 0.00190903 0.00105552 0.00114304 0.000603198 0.000572951 0.000470863 0.00073664 0.00178767 0.000735552 0.00129839 0.000595286
threshold=-0.112275 0.085965000000000028 0.63223000000000018 0.098000000000000018 0.10313000000000001 -0.083294999999999994 0.11345500000000001 0.11884000000000002 0.10871500000000002 0.098855000000000012 0.11225500000000002 0.092405000000000029 0.090710000000000027 0.091275000000000023 0.11275500000000002 -0.078670000000000004 0.089315000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -3 9 -6 -7 -8 -9 11 -5 12 16 -14 15 -13 -2
right_child=2 3 -4 10 5 6 7 8 -10 -11 -12 14 13 -15 -16 -17 -18
leaf_value=0.0016428457795434109 3.7966316144789894e-06 -0.0003053723059199738 -0.0004030680271461726 0.00034390979621571461 -8.6639582490881845e-05 0.00066220215144182021 -0.00024760442046219768 0.00046138995911520494 -8.6389643974081474e-05 -0.00029731045335584403 -7.7158784237719749e-05 0.00027344875177906318 0.00017171666130319534 -0.00067321457282468699 0.0004424378430088106 -0.00034796111625448421 0.00021869076721902188
leaf_weight=46 2544 85 59 49 86 73 69 85 64 62 87 86 46 51 64 54 135
leaf_count=46 2544 85 59 49 86 73 69 85 64 62 87 86 46 51 64 54 135
internal_value=0 0.000220728 1.73235e-05 -7.15741e-05 2.48174e-05 0.000148162 0.000220367 6.86571e-05 0.000220608 9.262e-06 6.85305e-05 1.59151e-05 4.88671e-06 -0.000264086 0.000161974 2.79147e-05 1.49311e-05
internal_weight=0 267 3478 221 3419 377 291 218 149 3042 136 2980 2776 97 204 140 2679
internal_count=3745 267 3478 221 3419 377 291 218 149 3042 136 2980 2776 97 204 140 2679
is_linear=0
shrinkage=0.0995203


Tree=9178
num_leaves=22
num_cat=0
split_feature=5 5 26 2 3 5 5 3 3 8 5 8 10 9 24 1 26 18 27 5 8
split_gain=0.000972889 0.00423324 0.0108783 0.00141846 0.000644924 0.000972784 0.000804821 0.000651213 0.00089507 0.000673558 0.0010205 0.000585781 0.000461507 0.000568863 0.00268595 0.00186228 0.000465904 0.00106819 0.0004537 0.000377615 0.000163584
threshold=0.18340500000000004 0.064585000000000017 -0.054024999999999997 -0.068779999999999994 0.11896500000000003 0.23932500000000004 0.51524500000000006 0.088475000000000012 0.092115000000000016 0.096835000000000018 0.51775000000000015 -0.080724999999999991 0.093790000000000026 0.11408000000000003 -0.070254999999999998 0.26048500000000008 0.11991000000000003 0.089365000000000014 0.099145000000000025 -0.06515 -0.067434999999999981
decision_type=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 11 5 -2 20 -7 -9 10 -10 -4 13 14 -1 19 18 -18 -16 -15 -6
right_child=4 2 3 -5 6 7 -8 8 9 -11 -12 -13 -14 15 16 -17 17 -19 -20 -21 -22
leaf_value=0.0007832199858750161 -0.00052259257543615261 0.0018362035340651129 0.00011465122065251427 0.00054742404071428277 0.00041322703874971709 0.00017494564781525982 -0.00020922396262299583 -0.00053250625664660921 -0.00015686930343830399 -0.00037094490255663122 0.00027953587681202265 -0.00032661491810407099 -0.0002725382108972973 0.00021736974944312041 4.0890224546580138e-05 -0.00069201575218695241 9.1185685470395914e-05 -0.00046604855639371641 -0.00020936215693092089 -0.00012650552669124095 0.00011535248826077444
leaf_weight=47 59 46 63 50 47 75 52 51 144 60 84 54 52 64 2438 46 73 61 73 60 46
leaf_count=47 59 46 63 50 47 75 52 51 144 60 84 54 52 64 2438 46 73 61 73 60 46
internal_value=0 5.15462e-05 0.000480005 0.000101539 -8.47678e-05 -0.000141762 9.55052e-05 -8.55115e-05 -0.00014555 -7.41836e-05 3.21112e-07 -8.20133e-05 1.99469e-05 2.55471e-05 3.69413e-05 -0.000150067 2.33708e-05 -0.000156372 3.32888e-05 4.43767e-05 0.000274694
internal_weight=0 3127 213 167 618 473 145 414 339 288 228 117 2914 2862 2692 170 2645 134 2511 124 93
internal_count=3745 3127 213 167 618 473 145 414 339 288 228 117 2914 2862 2692 170 2645 134 2511 124 93
is_linear=0
shrinkage=0.0995203


Tree=9179
num_leaves=14
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split_feature=26 3 5 3 20 8 12 18 18 18 1 36 3
split_gain=0.000824782 0.00905283 0.000835471 0.000625753 0.000644389 0.000616381 0.000464936 0.00046411 0.000589739 0.00116629 0.000594255 0.000458092 0.000693338
threshold=-0.112275 0.085965000000000028 0.63223000000000018 0.098000000000000018 -0.095634999999999998 0.12005500000000004 0.086720000000000019 -0.095799999999999982 -0.112385 -0.14624999999999996 -0.038989999999999997 0.089700000000000016 0.081685000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -3 -5 6 7 8 9 -2 -10 12 -9
right_child=2 3 -4 4 -6 -7 -8 11 10 -11 -12 -13 -14
leaf_value=0.0014656901865115564 -0.00011050235861613132 -0.00027973695784362553 -0.00035785147738416813 0.00036302116497199168 -8.8725103099297086e-05 0.00036004327977695583 -0.00026451307417676951 0.00031050763537128322 -0.0004691121369630494 0.00036075710175727976 0 -0.00023920117517367033 2.9987244859113524e-05
leaf_weight=46 232 85 59 47 89 52 58 91 65 67 51 59 2744
leaf_count=46 232 85 59 47 89 52 58 91 65 67 51 59 2744
internal_value=0 0.000194723 1.27494e-05 -6.61185e-05 6.13739e-05 1.93841e-05 1.38799e-05 1.90069e-05 -7.88333e-05 -2.16449e-06 -0.000269396 3.33201e-05 3.92804e-05
internal_weight=0 267 3478 221 136 3419 3367 3309 415 299 116 2894 2835
internal_count=3745 267 3478 221 136 3419 3367 3309 415 299 116 2894 2835
is_linear=0
shrinkage=0.0995203


Tree=9180
num_leaves=30
num_cat=0
split_feature=17 18 17 17 17 18 8 17 6 0 0 1 21 1 18 0 6 2 2 1 26 1 2 0 0 0 5 26 4
split_gain=0.004549 0.0189721 0.00392048 0.0097412 0.00201509 0.0093971 0.0144595 0.00583864 0.00142111 0.00191352 0.00131237 0.00172843 0.00170763 0.000916472 0.000805815 0.000722818 0.00070536 0.000659621 0.00146164 0.000737574 0.000719941 0.00060034 0.000618024 0.000563403 0.00152603 0.000672687 0.00055809 0.00053543 0.000411021
threshold=0.0036400000000000009 -0.095799999999999982 0.067035000000000025 0.060860000000000011 -0.013125 0.086800000000000016 -0.090704999999999994 -0.010655 0.098855000000000012 -0.078809999999999991 -0.100285 0.10924000000000002 0.094215000000000021 0.41291000000000005 -0.074709999999999985 -0.113275 0.11816500000000002 0.097285000000000024 0.08814000000000001 -0.49837999999999999 -0.22491999999999998 0.056790000000000014 -0.079555000000000001 -0.078664999999999999 -0.057604999999999996 -0.085794999999999996 -0.011514999999999999 0.086835000000000009 0.10845500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 17 7 -7 -6 9 15 11 -9 26 -13 -4 -3 23 18 20 -19 -1 22 -22 25 -25 -16 -12 -23 -21
right_child=1 2 14 -5 5 6 -8 10 -10 -11 12 13 -14 -15 16 -17 -18 19 -20 28 21 27 -24 24 -26 -27 -28 -29 -30
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leaf_weight=87 49 54 87 48 48 46 61 51 50 56 288 96 63 100 291 92 67 49 46 63 981 48 376 117 68 108 115 66 62
leaf_count=87 49 54 87 48 48 46 61 51 50 56 288 96 63 100 291 92 67 49 46 63 981 48 376 117 68 108 115 66 62
internal_value=0 -0.000181063 -8.99037e-05 -0.000393469 6.07134e-05 0.000185013 0.00105876 6.10848e-05 -0.000142416 -2.06288e-05 -9.30093e-06 0.000174891 -0.000108687 3.61783e-05 3.23875e-05 -0.000214197 -4.39097e-06 0 1.99965e-05 -0.000184012 3.144e-06 2.01154e-05 1.08114e-06 2.94188e-05 0.000173739 -3.54448e-05 -3.12147e-05 0.000239509 -4.84345e-05
internal_weight=0 1087 1038 300 2646 868 107 761 252 202 713 247 466 196 738 146 651 1778 1604 174 1558 1471 1357 584 185 399 403 114 125
internal_count=3733 1087 1038 300 2646 868 107 761 252 202 713 247 466 196 738 146 651 1778 1604 174 1558 1471 1357 584 185 399 403 114 125
is_linear=0
shrinkage=0.0995203


Tree=9181
num_leaves=33
num_cat=0
split_feature=5 5 5 5 3 9 26 26 0 0 0 2 9 4 20 1 2 0 9 20 4 8 5 5 8 5 9 4 5 9 2 26
split_gain=0.00277793 0.0230965 0.00404647 0.0090733 0.00360165 0.0181749 0.00102223 0.00594089 0.000972937 0.00107517 0.000676362 0.000624374 0.00102163 0.00111989 0.00176933 0.000824231 0.00107918 0.00060291 0.000569357 0.000561546 0.000581295 0.000507247 0.000505544 0.000797342 0.00104949 0.000963879 0.000563182 0.000362315 0.000438665 0.000261165 0.000249477 3.90797e-05
threshold=-0.094469999999999985 -0.096354999999999996 -0.088604999999999989 -0.090689999999999993 0.084235000000000018 0.084115000000000009 0.10924500000000002 0.11444500000000003 -0.069824999999999984 -0.074094999999999994 -0.061654999999999995 -0.046564999999999995 0.10814500000000002 0.10724500000000002 -0.048779999999999997 0.10924000000000002 -0.073194999999999996 -0.10096999999999999 0.089105000000000018 -0.025670000000000002 0.12988000000000002 -0.087129999999999999 -0.082635 -0.040404999999999996 -0.08176499999999999 -0.02504 0.08709500000000002 0.08167000000000002 -0.0091849999999999987 0.10341500000000002 -0.079954999999999984 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 2 2 2
left_child=1 11 3 21 5 27 22 -8 9 -9 -10 15 13 14 -13 17 18 -1 -17 -15 -21 -2 26 24 -24 -25 -6 28 -4 -20 31 -19
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leaf_weight=60 49 46 90 47 47 47 50 77 74 51 68 71 46 47 62 61 46 46 75 83 120 48 164 87 143 1582 46 86 53 48 67 46
leaf_count=60 49 46 90 47 47 47 50 77 74 51 68 71 46 47 62 61 46 46 75 83 120 48 164 87 143 1582 46 86 53 48 67 46
internal_value=0 0.000140885 -5.79893e-05 -0.00057216 -2.98995e-05 -0.000370354 9.09042e-06 0.000174841 -6.67713e-06 -0.000208551 0.000169529 2.60526e-05 0.000112541 5.69304e-05 0.000291382 -5.47602e-05 -0.000187421 8.08261e-05 -7.45536e-05 -6.45237e-05 3.26823e-06 -1.37402e-05 -1.61497e-05 -2.71891e-05 -0.00017459 0 0.000209606 -9.06809e-07 9.25361e-05 4.28997e-05 -1.57155e-05 8.48721e-05
internal_weight=0 924 2809 144 2665 276 2389 320 270 128 142 878 429 383 133 449 230 219 184 250 203 97 2069 1976 307 1669 93 229 143 123 159 92
internal_count=3733 924 2809 144 2665 276 2389 320 270 128 142 878 429 383 133 449 230 219 184 250 203 97 2069 1976 307 1669 93 229 143 123 159 92
is_linear=0
shrinkage=0.0995203


Tree=9182
num_leaves=32
num_cat=0
split_feature=17 18 17 17 6 17 18 17 17 9 20 20 20 5 26 18 6 9 26 6 1 4 4 9 1 5 5 17 20 20 18
split_gain=0.00379753 0.014323 0.00295314 0.00818669 0.00177197 0.00174463 0.00915582 0.010726 0.00472511 0.00151216 0.000860262 0.00123336 0.000939686 0.000912994 0.000827991 0.000674891 0.000563748 0.000809421 0.00164527 0.000439619 0.000561739 0.000461492 0.000598915 0.000496454 0.00062882 0.000416365 0.000573058 0.000503051 0.000359329 0.000354712 0.000338974
threshold=0.0021900000000000005 -0.095799999999999982 0.067035000000000025 0.060860000000000011 0.098855000000000012 -0.013125 0.086800000000000016 -0.0044799999999999987 -0.010655 0.095415000000000014 -0.048779999999999997 -0.077394999999999992 -0.009049999999999999 -0.011514999999999999 0.08494500000000002 -0.074709999999999985 0.11816500000000002 0.094565000000000024 0.096980000000000025 0.10877500000000002 -0.057259999999999998 0.090595000000000023 0.085720000000000018 0.095415000000000014 -0.50158499999999984 -0.082635 -0.077634999999999996 -0.067864999999999995 -0.054979999999999994 -0.080044999999999991 -0.048605000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 9 19 8 -8 -7 29 11 14 -12 -14 -10 -4 17 30 -19 21 -21 22 25 24 -23 27 -27 -1 -26 -3 -17
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leaf_weight=54 51 46 87 48 51 48 47 49 92 46 77 55 327 105 46 48 67 61 73 76 48 48 63 59 82 46 1128 49 125 129 402
leaf_count=54 51 46 87 48 51 48 47 49 92 46 77 55 327 105 46 48 67 61 73 76 48 48 63 59 82 46 1128 49 125 129 402
internal_value=0 -0.000162322 -8.29856e-05 -0.000335671 -0.000120941 5.72972e-05 0.000174945 0.00109052 5.66598e-05 0 -7.50221e-06 0.000170104 -7.64544e-05 -1.73791e-05 5.25912e-06 2.54707e-05 -8.10021e-06 2.19707e-05 0.000237582 8.58074e-07 -0.000179379 1.48653e-05 4.07384e-05 -9.29413e-05 -0.000154789 2.52672e-05 4.26546e-05 -0.000164968 -7.48224e-05 -0.000132382 -4.04144e-05
internal_weight=0 1109 1058 320 272 2624 846 96 750 221 702 193 509 432 138 738 651 584 134 1778 124 1654 1340 314 255 1277 1174 103 207 175 450
internal_count=3733 1109 1058 320 272 2624 846 96 750 221 702 193 509 432 138 738 651 584 134 1778 124 1654 1340 314 255 1277 1174 103 207 175 450
is_linear=0
shrinkage=0.0995203


Tree=9183
num_leaves=32
num_cat=0
split_feature=1 1 18 18 18 5 1 26 0 3 1 1 1 9 3 26 3 5 26 18 9 0 1 5 0 5 5 9 3 1 3
split_gain=0.00221484 0.0170307 0.00291804 0.010987 0.00856887 0.016506 0.00134011 0.00476994 0.00146052 0.000996088 0.000970676 0.000759943 0.000612544 0.000482228 0.000660313 0.00118575 0.000542323 0.000776127 0.000492009 0.000473439 0.00060642 0.000654802 0.000414868 0.0012252 0.00107727 0.000744977 0.000458189 0.00031339 0.000186041 0.000322731 0.000309718
threshold=-0.091829999999999995 -0.093734999999999999 0.092235000000000025 0.094215000000000021 0.087065000000000017 -0.092514999999999986 -0.082849999999999993 0.091195000000000012 -0.086109999999999992 0.085355000000000028 -0.080500000000000002 -0.077634999999999996 -0.06921999999999999 0.083760000000000015 0.11926500000000002 0.081750000000000031 0.08511500000000001 0.25642500000000007 0.09032500000000003 -0.098315 0.095415000000000014 -0.079564999999999983 -0.049499999999999995 -0.063819999999999988 -0.073464999999999989 -0.07965499999999999 -0.052494999999999993 0.08846500000000003 0.10038500000000002 0.0049450000000000015 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 2 2 2 2
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leaf_weight=69 80 50 53 69 47 51 86 65 82 117 53 82 1792 67 65 46 67 57 82 49 55 46 59 79 48 50 61 50 47 62 47
leaf_count=69 80 50 53 69 47 51 86 65 82 117 53 82 1792 67 65 46 67 57 82 49 55 46 59 79 48 50 61 50 47 62 47
internal_value=0 -0.000173597 2.81313e-05 -0.000173627 7.47699e-05 0.000809516 2.82866e-05 0.000209843 2.79454e-05 0.000175011 -2.33279e-06 1.18568e-05 9.08388e-07 -2.58682e-05 -0.000115086 -0.000193146 -8.00661e-05 -0.000207183 6.21037e-05 -1.27936e-05 -0.000114558 -0.000269817 -3.34052e-05 -0.000128307 1.97773e-05 -0.000135579 4.82156e-05 8.41416e-05 -1.6504e-05 -0.000110855 7.2794e-05
internal_weight=0 653 3080 575 2505 148 2357 344 279 199 2013 1927 1874 603 304 239 193 124 299 217 150 95 522 246 167 119 276 101 215 109 106
internal_count=3733 653 3080 575 2505 148 2357 344 279 199 2013 1927 1874 603 304 239 193 124 299 217 150 95 522 246 167 119 276 101 215 109 106
is_linear=0
shrinkage=0.0995203


Tree=9184
num_leaves=29
num_cat=0
split_feature=2 2 1 1 3 3 3 3 17 1 1 0 8 18 2 1 5 1 3 3 6 4 5 18 7 4 8 5
split_gain=0.017486 0.110465 0.00551734 0.00961464 0.00356432 0.00950755 0.00175182 0.026135 0.00184023 0.00149166 0.00270226 0.00145487 0.00137411 0.00142012 0.000675143 0.000607004 0.00143984 0.000807294 0.000599745 0.00126061 0.000500225 0.000733052 0.000398123 0.000362873 0.00060056 0.00116864 0.000938964 0.000251271
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 4 5 27 7 8 11 -8 -11 22 -10 -14 -13 16 -12 -17 19 -6 21 -20 -4 -1 25 26 -25 -2
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internal_value=0 -0.000759352 -2.66021e-05 -0.00030122 -0.000169756 -0.000529935 3.21193e-05 0.000157701 1.24365e-05 -1.72852e-05 -2.60028e-06 -6.36551e-05 0.00033137 0.000558095 1.04179e-06 -2.25551e-05 -0.000231986 -6.82289e-06 9.55798e-06 0.00020258 -7.4652e-05 -0.000176541 -0.000427683 -5.01702e-05 -0.000107167 -0.000205132 -2.17537e-05 2.96409e-06
internal_weight=0 357 3375 597 540 181 2778 789 742 1989 1936 597 145 94 505 1884 128 1756 359 112 247 165 92 307 244 177 120 116
internal_count=3732 357 3375 597 540 181 2778 789 742 1989 1936 597 145 94 505 1884 128 1756 359 112 247 165 92 307 244 177 120 116
is_linear=0
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Tree=9185
num_leaves=35
num_cat=0
split_feature=18 8 18 5 8 8 17 8 26 17 17 5 2 1 5 0 2 2 2 0 4 8 18 1 17 3 17 8 20 17 3 3 3 8
split_gain=0.0169284 0.0502737 0.0175843 0.0755958 0.00154918 0.0129459 0.00120819 0.000597174 0.000846296 0.000563336 0.00167364 0.000735931 0.00129838 0.00124264 0.000798342 0.001025 0.000729074 0.00326011 0.0012723 0.000997144 0.000768826 0.000759269 0.000627786 0.00261437 0.000748965 0.000586149 0.000416659 0.000390907 0.000595674 0.000425938 0.000318715 0.000584845 0.000812015 0.000607841
threshold=-0.088855000000000003 -0.10115999999999999 -0.096219999999999986 0.06136500000000001 -0.10337499999999999 -0.11257499999999999 -0.015464999999999998 -0.078844999999999985 0.085005000000000011 0.056905000000000011 0.070205000000000017 -0.014739999999999998 -0.076854999999999993 -0.07002499999999999 -0.49053999999999998 -0.085794999999999996 -0.086050000000000001 -0.085599999999999996 -0.090919999999999987 -0.084369999999999987 0.10801000000000002 -0.085764999999999994 0.11769500000000002 -0.049499999999999995 0.024055000000000003 0.10259500000000003 -0.059294999999999994 -0.15530999999999998 -0.052259999999999994 0.056905000000000011 0.086895000000000014 0.097595000000000029 0.10871500000000002 -0.070134999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 5 26 30 8 -4 16 -11 14 -13 -14 -12 -16 18 -18 20 21 25 -20 24 -24 -19 -6 -2 28 -28 -30 -3 33 -33 -32
right_child=4 2 3 -5 9 -7 -8 -9 -10 10 11 12 13 -15 15 -17 17 22 19 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31 31 32 -34 -35
leaf_value=-0.003491960049805874 -0.00021336322694820616 -0.00019698160300719224 -0.00015737233792009251 -0.0045195927359423464 -7.9914651157671194e-05 0.00163643496434579 0.00049241441635714878 -0.00029171257675601568 0.00039612365429136085 0.00049402787254887123 0.0002998576478055367 0.0005988808992366027 -0.00036706780829191495 0.00034128375703490531 8.6179404737295033e-05 -0.0002367412511257606 -0.00089588693184442772 -4.1080162117746459e-05 -0.00017432891018807304 0.00063192141297965549 -0.00041511735767641263 0.00034158653779741148 -0.00069971488533060618 0.00021928016392917685 0.00028439324894110127 0.00028887169642543301 0.00027657126752972215 0.00027182054016737587 -0.00025264873174727433 6.1837304642644835e-05 -4.6621965826895213e-05 -0.00038836813015981955 3.3587401381646089e-05 0.00039335524793908362
leaf_weight=52 82 78 58 48 151 54 52 63 50 81 55 53 49 49 162 234 46 1196 49 57 49 63 64 57 74 59 51 58 94 72 50 58 193 71
leaf_count=52 82 78 58 48 151 54 52 63 50 81 55 53 49 49 162 234 46 1196 49 57 49 63 64 57 74 59 51 58 94 72 50 58 193 71
internal_value=0 -0.000502023 -0.000285247 -0.00102949 2.07853e-05 0.000200157 3.78018e-05 -4.50252e-05 9.1296e-05 -7.82661e-06 6.90873e-05 1.0551e-05 0.000201836 -4.53871e-06 -5.16784e-05 -0.00010257 -3.6433e-05 -7.06892e-05 7.6669e-05 0.000289925 -5.93222e-05 0.000108564 -4.28116e-05 -0.000260034 -2.1471e-05 1.97986e-05 -1.48025e-05 4.14279e-05 -1.63793e-05 -0.000111314 -1.29121e-05 2.34826e-05 -6.06549e-05 0.000204781
internal_weight=0 773 721 219 2959 411 502 171 108 2548 683 602 151 98 451 396 1865 1437 428 169 259 112 1391 121 1270 210 357 275 217 166 450 372 251 121
internal_count=3732 773 721 219 2959 411 502 171 108 2548 683 602 151 98 451 396 1865 1437 428 169 259 112 1391 121 1270 210 357 275 217 166 450 372 251 121
is_linear=0
shrinkage=0.0995203


Tree=9186
num_leaves=41
num_cat=0
split_feature=17 27 26 6 6 8 8 17 17 8 3 0 0 9 1 26 8 3 1 8 9 8 8 6 1 6 3 23 6 6 6 3 18 17 9 9 1 3 0 1
split_gain=0.0140314 0.0573628 0.0744112 0.0055374 0.0134689 0.0194774 0.00171142 0.00179238 0.0152555 0.00158654 0.00125823 0.0011022 0.00130351 0.00102958 0.00190894 0.00235217 0.000963706 0.000947455 0.000775086 0.000769395 0.00118558 0.0021514 0.0012896 0.00108173 0.00113358 0.00428337 0.00215538 0.000785411 0.00112818 0.00115385 0.00175396 0.0013091 0.000746498 0.000681305 0.000443411 0.000861729 0.00177705 0.00143809 0.000625856 0.000516113
threshold=-0.091134999999999994 1.0000000180025095e-35 0.078560000000000019 0.08463500000000003 0.092980000000000021 -0.080835000000000004 -0.084855 -0.0064000000000000003 -0.0088649999999999996 -0.085814999999999989 0.084550000000000028 -0.083814999999999987 -0.088174999999999989 0.085335000000000022 -0.0090649999999999984 0.08358500000000002 -0.079585000000000003 0.087625000000000022 -0.079629999999999992 -0.064125000000000001 0.094085000000000016 -0.076394999999999991 -0.069939999999999988 0.11056500000000001 -0.083284999999999984 0.091615000000000016 0.087745000000000031 -0.046924999999999994 -0.23069499999999998 -0.095554999999999987 -0.104035 0.090435000000000029 -0.093649999999999997 0.27568500000000007 0.098720000000000016 0.095415000000000014 -0.50597999999999999 0.11308000000000003 -0.052884999999999995 -0.047889999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 34 5 -5 7 8 10 13 -2 12 -12 14 15 -9 -6 -16 -15 20 23 -22 -23 24 26 -26 -8 -21 -29 30 -30 -31 -18 -20 35 36 -1 -37 -36 -38
right_child=6 2 -4 4 16 -7 19 9 -10 -11 11 -13 -14 18 17 -17 32 -19 33 27 21 22 -24 -25 25 -27 -28 28 29 31 -32 -33 -34 -35 38 37 39 -39 -40 -41
leaf_value=-0.00049478974607107366 0.00038760758928153762 -0.0055948350840621629 -3.1930477864065376e-05 -0.0023134890832171469 0.00040631096309050937 0.00012622748826220662 -8.9613856295969472e-05 3.5364919095364061e-05 0.0019930264269923314 0.00054744621529926999 8.189893106723776e-07 0.00030196676338612165 -0.00057977778526424422 0.00038339730835301597 0.00035116116156036774 -0.00090126924493221731 0.00016298067391591186 -0.00010272575240578215 -5.1612821446125388e-05 -0.00033367882848013119 0.0005734195433689253 -0.00046880353328555537 0.0001761200825489892 -0.00056710853686027041 -0.00016940652553876958 0.00077762349206170363 -0.00091727127696054542 0.00041527301739529204 4.7692414515452543e-06 0.00035269931962602112 -0.00067212612082179863 1.5338810941113703e-06 -0.00036718716399106632 0.00035185374633605671 1.97784945391341e-05 0.00070831004795038853 0.00025314852169801104 -5.9716000239488993e-05 -0.00044166793571210781 -2.7448658128665898e-07
leaf_weight=65 91 46 50 75 60 56 105 46 47 57 117 64 55 84 67 58 52 139 197 51 67 58 63 61 303 56 46 83 125 147 53 386 51 52 64 47 107 46 49 286
leaf_count=65 91 46 50 75 60 56 105 46 47 57 117 64 55 84 67 58 52 139 197 51 67 58 63 61 303 56 46 83 125 147 53 386 51 52 64 47 107 46 49 286
internal_value=0 -0.000386223 -0.00270602 -0.000152904 -0.000512512 -0.00126431 4.22327e-05 0.000139566 0.000315818 4.42275e-05 7.22472e-05 -4.58849e-05 -0.000180078 0 -0.000130901 -0.000479118 8.66694e-05 4.09238e-05 0.000121123 -2.24288e-05 -9.5488e-05 0.000118745 -0.000126251 -0.000167457 -0.000118051 -1.94e-05 -0.000347169 4.2226e-05 6.74021e-05 2.56413e-05 -0.000192179 9.99203e-05 -9.15818e-05 2.93577e-05 5.08665e-06 4.31097e-05 -1.1251e-05 0.000319624 -0.000173073 6.66406e-05
internal_weight=0 1054 96 958 294 131 2678 1074 374 700 327 236 172 643 310 104 163 206 333 1604 759 188 121 571 510 359 151 845 794 711 178 533 103 249 664 551 458 93 113 393
internal_count=3732 1054 96 958 294 131 2678 1074 374 700 327 236 172 643 310 104 163 206 333 1604 759 188 121 571 510 359 151 845 794 711 178 533 103 249 664 551 458 93 113 393
is_linear=0
shrinkage=0.0995203


Tree=9187
num_leaves=32
num_cat=0
split_feature=18 8 18 1 8 8 17 10 3 1 3 3 3 3 8 3 0 3 17 26 18 8 17 17 18 18 3 3 21 27 35
split_gain=0.0136801 0.0403955 0.0137838 0.0265499 0.00128647 0.0106492 0.000905009 0.000680413 0.000590772 0.000900771 0.00120077 0.0012905 0.000777186 0.000865124 0.00133745 0.000699113 0.000490643 0.000476536 0.000462314 0.000421906 0.000256656 0.000380956 0.000390907 0.000502646 0.000244513 0.000900559 0.000684399 0.000664483 0.000478925 0.000240634 0.000187715
threshold=-0.088855000000000003 -0.10115999999999999 -0.096219999999999986 -0.088495000000000004 -0.10337499999999999 -0.11257499999999999 -0.015100000000000001 0.087605000000000016 0.10457000000000002 0.031740000000000011 0.10850000000000003 0.11275500000000002 0.083955000000000016 0.084550000000000028 -0.087635000000000005 0.083255000000000023 -0.063914999999999986 0.11896500000000003 -0.087770000000000001 0.086215000000000028 0.10554500000000001 -0.26194999999999996 -0.0064000000000000003 0.056905000000000011 -0.14624999999999996 -0.112385 0.097880000000000023 0.090765000000000026 0.10940500000000002 0.083160000000000026 -0.076159999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 24 8 12 10 -10 -12 15 19 -15 30 17 -11 -5 -14 21 22 -2 -24 26 -26 -3 -27 -28 -23 -6
right_child=4 2 3 18 7 -7 -8 -9 9 16 11 -13 13 14 -16 -17 -18 -19 -20 -21 -22 29 23 -25 25 27 28 -29 -30 -31 -32
leaf_value=-0.0031237535371821342 0.00017824928640705845 -0.00032885167128966081 -0.0022449941412051502 0.00022777592076602719 -7.8767028280126924e-05 0.0014924508120222858 0.00043440974657914515 -0.00032825156804266699 0.00058514810005081785 -7.8633645378451002e-05 -0.00032674860120972065 0.00024610688111436263 -0.00055790881333570941 0.00016495191156524417 -6.9435058506460339e-05 0.00044707118212433287 -0.00028218308669059338 0.00020191012967246417 -0.00015660485500754634 -0.00010450484917522264 -0.00017769457422771521 0.00034455448781558036 -0.00031070955201969276 8.4274544459692988e-05 0.00033557629230155934 0.00015301388561074917 0.00023493480280784189 -0.00035645523120016203 -8.5441384114036081e-05 3.2666660875302368e-05 0.00012524715095107151
leaf_weight=52 49 73 88 50 67 54 51 61 70 137 51 156 46 296 1279 59 58 104 81 46 70 50 77 50 79 46 71 53 129 61 118
leaf_count=52 49 73 88 50 67 54 51 61 70 137 51 156 46 296 1279 59 58 104 81 46 70 50 77 50 79 46 71 53 129 61 118
internal_value=0 -0.000443502 -0.000249061 -0.000908017 2.6478e-05 0.000189866 3.67813e-05 0 8.17737e-06 9.67526e-05 0.000226314 0.000101014 -1.8092e-05 -4.27543e-05 -2.48654e-05 0.000147045 -2.05377e-05 3.90341e-05 -3.64555e-06 -0.000340105 -4.87125e-06 3.44284e-05 -5.3065e-05 -0.000148758 -6.36824e-06 8.23429e-05 -6.72079e-05 -0.000111463 2.41991e-05 0.000180532 4.69359e-05
internal_weight=0 773 721 219 2959 411 502 2548 2487 576 277 207 1911 1667 1575 244 299 241 131 92 357 287 176 127 451 178 273 99 200 111 185
internal_count=3732 773 721 219 2959 411 502 2548 2487 576 277 207 1911 1667 1575 244 299 241 131 92 357 287 176 127 451 178 273 99 200 111 185
is_linear=0
shrinkage=0.0995203


Tree=9188
num_leaves=21
num_cat=0
split_feature=1 18 3 3 21 27 29 17 17 1 17 3 0 0 0 3 1 18 17 18
split_gain=0.00185155 0.00114782 0.00118607 0.00125009 0.00097159 0.00101241 0.000612493 0.000586043 0.00176175 0.000812564 0.000620168 0.000542807 0.00103046 0.00263024 0.00123027 0.000682229 0.00098747 0.000490735 0.000336201 0.000116212
threshold=-0.087944999999999995 0.0048000000000000013 0.11061500000000002 0.10457000000000002 0.15544000000000005 -0.086859999999999993 -0.097304999999999989 -0.15122999999999998 -0.12118 -0.090104999999999991 -0.50029000000000001 0.08777500000000002 -0.085684999999999997 -0.086304999999999993 -0.085144999999999985 0.088115000000000013 -0.083284999999999984 0.088635000000000019 -0.11491499999999999 0.13474500000000003
decision_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 -7 10 -9 -10 -1 12 13 -8 -14 -13 -17 -3 -19 -20
right_child=4 17 -4 -5 -6 6 11 8 9 -11 -12 15 14 -15 -16 16 -18 18 19 -21
leaf_value=0.00034585548045592689 -0.00041066737512907459 -0.00030449953259308331 0.00065841128617047731 -0.00024758682935322986 0.0003851759668544553 0.00036191482286456866 -6.7657443346037053e-05 0.00072305570811185464 8.1815834375341553e-05 0.00051965725499534166 -7.4483586086386981e-05 0.00033811708026881116 0.00054910010747816977 -0.00080504245047829373 -2.6138875889555476e-06 -0.00037014311893872218 3.6020501400630092e-05 0.00024419756034323121 -0.0001631737141518164 4.9734834669425273e-05
leaf_weight=55 57 46 66 53 68 49 462 85 185 57 89 71 48 54 224 61 1855 63 47 47
leaf_count=55 57 46 66 53 68 49 462 85 185 57 89 71 48 54 224 61 1855 63 47 47
internal_value=0 0.0001849 0.00025522 0.000202874 1.32201e-05 4.15668e-06 1.28194e-05 0.0002553 0.000329827 0.000188327 8.03777e-05 6.36022e-06 -6.31693e-05 -0.000146412 9.17378e-05 3.43461e-05 2.26621e-05 -1.5446e-05 6.40307e-05 -4.80107e-05
internal_weight=0 793 590 524 2949 2881 2824 471 327 242 144 2775 788 516 272 1987 1916 203 157 94
internal_count=3742 793 590 524 2949 2881 2824 471 327 242 144 2775 788 516 272 1987 1916 203 157 94
is_linear=0
shrinkage=0.0995203


Tree=9189
num_leaves=23
num_cat=0
split_feature=1 18 9 9 21 6 6 2 4 21 4 1 4 2 2 9 21 18 2 4 17 18
split_gain=0.00150516 0.000932582 0.00111388 0.00141571 0.0007879 0.000618463 0.00123706 0.000432492 0.000416096 0.00117557 0.00109571 0.00176973 0.000883578 0.00125958 0.000663898 0.000647631 0.000613629 0.000398145 0.000376949 0.000368586 0.000271909 9.49358e-05
threshold=-0.087944999999999995 0.0048000000000000013 0.098465000000000011 0.093335000000000015 0.15544000000000005 0.10384500000000003 0.090195000000000011 -0.089549999999999991 0.10022000000000002 -0.075024999999999994 0.086105000000000029 0.0022300000000000006 0.081905000000000019 0.0040650000000000018 -0.012154999999999999 0.11201500000000002 0.08500000000000002 0.088635000000000019 -0.0064000000000000003 0.11905500000000004 -0.11491499999999999 0.13474500000000003
decision_type=2 2 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 7 -1 10 -10 12 -12 13 14 -2 16 19 -3 -18 -11 -19 -22
right_child=4 17 -4 -5 -6 -7 -8 -9 9 15 11 -13 -14 -15 -16 -17 18 20 -20 -21 21 -23
leaf_value=0.00040490468419607343 -3.3147644307835135e-06 -0.00027419568607514952 0.00069596402155869296 -0.00028448668182468615 0.00034684315339135409 -7.3106546612474997e-05 0.00067639082518509194 0.00014123031991407402 0.00055476272256926287 -0.00025938155706747168 -0.0007287500434200099 5.0983343574279334e-05 0.00041924866368294822 -0.00040897804066696204 0.00033226150501932522 0.00037019559585587389 -5.9277455206987767e-06 0.00021989496081207269 0.00028311174244535493 -6.1180250253624379e-06 -0.00014693464049417 4.4785209936381673e-05
leaf_weight=87 2062 46 48 55 68 51 68 281 48 94 54 58 49 75 60 51 79 63 89 162 47 47
leaf_count=87 2062 46 48 55 68 51 68 281 48 94 54 58 49 75 60 51 79 63 89 162 47 47
internal_value=0 0.000166704 0.000230096 0.000187328 1.18768e-05 0.000242294 0.000281065 0.000205791 3.68645e-06 8.42173e-05 -1.3828e-05 -0.000317651 9.58089e-07 -7.9985e-06 5.78795e-06 3.4944e-05 -3.45037e-06 -1.35075e-05 0.000142322 -0.000102311 5.76584e-05 -4.2366e-05
internal_weight=0 793 590 542 2949 487 436 368 2881 523 2358 112 2246 2197 2122 475 424 203 168 256 157 94
internal_count=3742 793 590 542 2949 487 436 368 2881 523 2358 112 2246 2197 2122 475 424 203 168 256 157 94
is_linear=0
shrinkage=0.0995203


Tree=9190
num_leaves=28
num_cat=0
split_feature=1 18 9 9 6 2 2 2 18 17 1 6 6 8 0 6 0 0 22 0 1 2 8 18 17 17 18
split_gain=0.00122162 0.00075694 0.000899799 0.00115154 0.00072961 0.0021423 0.00231096 0.0012407 0.000922064 0.000608528 0.00109543 0.000506232 0.000997804 0.000429574 0.000569462 0.000397823 0.000369295 0.000676396 0.00100739 0.000947834 0.00127109 0.000833958 0.000740555 0.000323038 0.000219861 0.000121471 7.76005e-05
threshold=-0.087944999999999995 0.0048000000000000013 0.098465000000000011 0.093335000000000015 0.10877500000000002 -0.073884999999999992 -0.06454 -0.082084999999999991 0.11504500000000002 0.26430000000000003 -0.025874999999999999 0.10384500000000003 0.090195000000000011 -0.090969999999999995 -0.08317999999999999 0.087515000000000023 -0.25289499999999993 -0.14909499999999998 0.079065000000000024 -0.13056499999999996 0.0049450000000000015 0.092170000000000016 -0.093384999999999982 0.088635000000000019 -0.11491499999999999 0.51775000000000015 0.13474500000000003
decision_type=2 2 2 2 2 2 2 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 9 7 -7 -6 -8 16 -11 12 15 -12 25 -1 -2 18 21 20 -19 -18 -21 -3 -25 -15 -26
right_child=4 23 -4 -5 5 6 8 -9 -10 10 13 -13 -14 14 -16 -17 17 19 -20 22 -22 -23 -24 24 26 -27 -28
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leaf_weight=310 50 46 48 55 51 76 50 48 46 64 54 51 68 46 67 58 75 81 47 270 65 81 1731 63 47 47 47
leaf_count=310 50 46 48 55 51 76 50 48 46 64 54 51 68 46 67 58 75 81 47 270 65 81 1731 63 47 47 47
internal_value=0 0.000150216 0.000207335 0.000168685 1.06948e-05 0.000166392 0.000380319 -0.00019701 4.66264e-05 -4.7553e-06 -0.000144357 0.000218348 0.000253467 -3.2219e-05 4.53303e-05 0.000185532 1.10742e-05 5.02487e-06 -0.000168155 2.17804e-05 0.000266658 -0.000292165 3.50417e-06 -1.17619e-05 5.19202e-05 0.000208695 -3.7283e-05
internal_weight=0 793 590 542 2949 271 172 99 96 2678 278 487 436 214 160 368 2400 2350 203 2147 146 156 2001 203 157 93 94
internal_count=3742 793 590 542 2949 271 172 99 96 2678 278 487 436 214 160 368 2400 2350 203 2147 146 156 2001 203 157 93 94
is_linear=0
shrinkage=0.0995203


Tree=9191
num_leaves=20
num_cat=0
split_feature=1 18 4 4 19 21 27 2 5 2 3 0 0 8 3 19 19 18 0
split_gain=0.000994715 0.00065173 0.000938156 0.00121921 0.000634663 0.000672824 0.000678051 0.000608132 0.00223529 0.000563441 0.000493739 0.000764543 0.00228003 0.0013889 0.000536633 0.000745977 0.000302898 0.000162467 2.01335e-05
threshold=-0.088694999999999982 0.0048000000000000013 0.10739000000000003 0.099510000000000029 -0.050215000000000003 0.15544000000000005 -0.086859999999999993 0.096520000000000022 0.26676500000000009 -0.08342999999999999 0.08777500000000002 -0.085684999999999997 -0.086304999999999993 -0.083504999999999982 0.088115000000000013 0.0069650000000000016 0.068030000000000021 0.098305000000000017 0.056590000000000008
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 6 -6 8 9 -1 11 12 -8 -13 -12 -16 18 -18 -3
right_child=4 16 -4 -5 5 -7 10 -9 -10 -11 14 13 -14 -15 15 -17 17 -19 -20
leaf_value=0.0003125447810243808 -0.00026914639966278502 -6.9781035618491244e-05 0.00057820999505559835 -0.00026273838213968225 -0.00034831768452965047 0.00033266180708983961 -4.6657632338073786e-05 0.0005303291372801927 -0.00048390405448470495 -9.2574086315973617e-06 0.00030910395647822965 0.00028612692196182789 -0.00072601013022883664 -0.00014436124937200454 6.0971824526795923e-05 -0.00011211687456964765 0.00023928503603045105 0 -0.00020703736254474651
leaf_weight=274 78 46 58 61 51 66 480 53 46 61 74 156 55 139 1598 289 46 65 46
leaf_count=274 78 46 58 61 51 66 480 53 46 61 74 156 55 139 1598 289 46 65 46
internal_value=0 0.000138523 0.000194595 0.000147992 1.03451e-05 1.81233e-05 1.05307e-05 0.000207608 0.000160566 0.000251504 1.73812e-05 -4.64763e-05 -0.000118028 8.05117e-05 4.48266e-05 3.40289e-05 -1.01901e-05 9.60817e-05 -0.000147307
internal_weight=0 756 553 495 2986 2908 2842 434 381 335 2791 830 535 295 1961 1887 203 111 92
internal_count=3742 756 553 495 2986 2908 2842 434 381 335 2791 830 535 295 1961 1887 203 111 92
is_linear=0
shrinkage=0.0995203


Tree=9192
num_leaves=17
num_cat=0
split_feature=28 18 17 3 17 17 20 26 17 21 26 26 18 23 8 8
split_gain=0.00826783 0.00408227 0.0012615 0.00164438 0.00120944 0.00126879 0.0010115 0.000940113 0.000879878 0.00072675 0.000605384 0.000973795 0.000497422 0.000436644 0.000418796 0.000230083
threshold=0.083225000000000021 0.26473000000000008 -0.084209999999999993 0.10583000000000002 -0.56005499999999986 -0.16408999999999999 -0.095634999999999998 0.09032500000000003 -0.35269999999999996 0.089350000000000027 -0.22971 -0.092795000000000002 -0.049119999999999997 -0.046924999999999994 -0.092844999999999997 -0.057284999999999996
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 12 -5 -7 9 -8 -4 -12 -6 15 -15 -13
right_child=-2 -3 10 6 5 7 8 -9 -10 -11 11 13 -14 14 -16 -17
leaf_value=0.00062830589732620543 0.0011555108845428704 0.00078738954514175172 0.00028223268576673153 0.00036066156957909371 0.00013644020001957641 0.00033886294879425963 -0.00043036560670727236 -8.1707448186511052e-05 0.0002037690983380682 -6.7179308521503106e-05 -0.0003546418889642278 -3.1923385351489365e-05 -0.00012724299279157452 -7.7054856995005083e-05 3.2926018592209088e-05 -0.00036906997040535685
leaf_weight=64 69 74 73 51 144 365 90 58 65 156 78 46 139 421 1803 46
leaf_count=64 69 74 73 51 144 365 90 58 65 156 78 46 139 421 1803 46
internal_value=0 5.51084e-05 3.98243e-05 0.000126806 0.000209244 0.000170096 -4.62859e-05 0.000279261 -0.000115652 -0.00020338 0 -8.69655e-06 4.03529e-06 2.601e-06 1.17387e-05 -0.000209395
internal_weight=0 3673 3599 1132 770 706 362 423 311 246 2467 2394 283 2316 2224 92
internal_count=3742 3673 3599 1132 770 706 362 423 311 246 2467 2394 283 2316 2224 92
is_linear=0
shrinkage=0.0995203


Tree=9193
num_leaves=18
num_cat=0
split_feature=18 18 27 3 17 18 10 17 2 21 6 2 9 7 6 7 0
split_gain=0.00312211 0.00309342 0.0228807 0.000836331 0.00114233 0.001277 0.000757359 0.000958296 0.000753656 0.000571951 0.000526111 0.000447852 0.000399774 0.00198258 0.00156609 0.000594758 0.000327816
threshold=0.26473000000000008 -0.085454999999999989 0.078330000000000025 0.11769000000000002 -0.083000000000000004 -0.09053499999999999 0.090150000000000022 -0.55754499999999996 -0.07360499999999999 0.11908500000000002 0.088845000000000021 -0.085759999999999989 0.11351500000000002 0.081185000000000021 -0.23020499999999999 0.05862500000000001 -0.061654999999999995
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 9 7 -3 -5 -1 11 -6 13 15 -14 -9 -16
right_child=-2 6 -4 8 10 -7 -8 12 -10 -11 -12 -13 14 -15 16 -17 -18
leaf_value=0.00020597324327702678 0.00070902841463294419 0.00045162401031105054 0.002353067069446475 -0.00040086671751107924 -9.9894405935582311e-05 0.00062914650847380508 -0.0003183844749103727 6.9467520233305888e-06 9.8006960025087607e-05 -0.00013642365513290048 -0.00032073549007131794 0.00017888697608577317 -0.00062174792628159707 0.00059380748050013178 0.0001584356637173314 -0.00035061716208023954 -0.00014062739943291195
leaf_weight=353 74 48 47 59 111 69 71 2338 57 53 49 114 49 57 83 47 63
leaf_count=353 74 48 47 59 111 69 71 2338 57 53 49 114 49 57 83 47 63
internal_value=0 5.49386e-05 0.000213824 9.66412e-05 0.000135727 0.00022924 2.06405e-06 1.08426e-05 -0.000148673 0.00015926 -2.33986e-05 3.77165e-05 2.50886e-06 1.37631e-05 -0.000134231 0 2.37809e-05
internal_weight=0 3668 912 865 749 475 2756 2685 116 406 274 225 2637 2442 195 2385 146
internal_count=3742 3668 912 865 749 475 2756 2685 116 406 274 225 2637 2442 195 2385 146
is_linear=0
shrinkage=0.0995203


Tree=9194
num_leaves=19
num_cat=0
split_feature=28 18 17 8 17 3 2 18 17 2 2 0 0 26 26 7 8 18
split_gain=0.00642072 0.00269646 0.000779885 0.00124367 0.000979942 0.000718807 0.0012105 0.00109518 0.000806072 0.00063048 0.000797611 0.000589167 0.000940852 0.000532177 0.000783891 0.000404366 0.000471215 0.000391637
threshold=0.083225000000000021 0.26473000000000008 -0.084209999999999993 -0.079585000000000003 -0.089699999999999988 0.089005000000000015 -0.086169999999999983 -0.0063699999999999998 -0.15450999999999998 0.096520000000000022 -0.01504 -0.081674999999999984 -0.090939999999999993 -0.22971 -0.092795000000000002 0.078295000000000017 -0.092844999999999997 -0.025079999999999998
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 9 6 8 -8 -1 10 -5 12 -7 -4 -15 16 -16 -13
right_child=-2 -3 13 4 -6 11 7 -9 -10 -11 -12 17 -14 14 15 -17 -18 -19
leaf_value=-0.00017745735094774271 0.0010129926291760636 0.0006384658797863377 0.00026407049761779233 -1.2597808844316501e-05 0.0004322171391042633 0.00022459577343222889 0.000863071334114927 0.00021469871839846695 0.0003469798935455207 0.00024928560490928566 -0.00040711396517254889 0.00047977775152917648 -0.00035685267977233158 -0.00031904758239115693 -8.4985212991340453e-05 -0.00022546704375562868 3.1651679927831748e-05 4.8579527597451198e-05
leaf_weight=49 69 74 73 514 52 54 64 50 67 77 57 47 55 78 421 75 1820 46
leaf_count=49 69 74 73 514 52 54 64 50 67 77 57 47 55 78 421 75 1820 46
internal_value=0 4.32371e-05 3.0771e-05 9.91649e-05 1.59584e-05 0.000232095 0.000353663 0.000585879 0.000118393 -1.61818e-05 -5.3414e-05 8.96244e-05 -6.12853e-05 -2.8023e-07 -8.683e-06 1.41623e-06 9.37468e-06 0.000275299
internal_weight=0 3673 3599 1132 700 432 230 114 116 648 571 202 109 2467 2394 2316 2241 93
internal_count=3742 3673 3599 1132 700 432 230 114 116 648 571 202 109 2467 2394 2316 2241 93
is_linear=0
shrinkage=0.0995203


Tree=9195
num_leaves=18
num_cat=0
split_feature=8 8 9 9 29 18 26 18 26 10 6 1 1 18 6 17 17
split_gain=0.00426567 0.0316757 0.000639838 0.00195799 0.00151589 0.000885562 0.00079152 0.00254186 0.000833906 0.000593157 0.000585329 0.000424886 0.000616523 0.0003615 0.000331186 0.000314072 0.000309517
threshold=-0.10833 -0.13559999999999997 0.11351500000000002 0.11690000000000002 0.097185000000000021 0.22074500000000005 0.11991000000000003 0.089365000000000014 0.11659500000000002 0.090150000000000022 -0.25061999999999995 0.018150000000000003 -0.061135000000000002 -0.083039999999999989 -0.10198499999999999 -0.012064999999999999 0.063160000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 -4 5 6 8 -8 9 -2 -1 12 -5 -12 -15 -16 -17
right_child=2 -3 3 11 -6 -7 7 -9 -10 -11 13 -13 -14 14 15 16 -18
leaf_value=-0.00026541797866756078 3.6352394014125445e-05 0.0023387760329034329 -0.00070861298031309715 9.3782653613831276e-05 0.00056726811913456019 -0.00032223589481828314 0.00026755165741049365 -0.00072407359305485196 0.00042286394799210869 -0.00031869756545204917 0.00030509088045779895 0.00016658991188402071 -0.00040371718449951576 0.00020310204464964713 7.7646095191546589e-05 -0.0003306832371305768 0
leaf_weight=73 2750 67 48 49 51 73 48 53 55 47 46 86 46 61 81 59 49
leaf_count=73 2750 67 48 49 51 73 48 53 55 47 46 86 46 61 81 59 49
internal_value=0 0.000348006 1.64729e-05 -0.000143422 2.86389e-05 1.92903e-05 2.80103e-05 -0.000244701 3.79551e-05 3.00935e-05 -1.1244e-05 1.9397e-06 -0.000138495 4.86752e-05 0 -6.35743e-05 -0.00017707
internal_weight=0 436 3306 229 3077 3026 2953 101 2852 2797 369 181 95 296 250 189 108
internal_count=3742 436 3306 229 3077 3026 2953 101 2852 2797 369 181 95 296 250 189 108
is_linear=0
shrinkage=0.0995203


Tree=9196
num_leaves=13
num_cat=0
split_feature=18 1 28 0 38 9 3 18 1 9 21 21
split_gain=0.00177071 0.0017564 0.00104098 0.000822901 0.000510104 0.000583722 0.00114496 0.00254729 0.000926639 0.000804408 0.00073141 0.000487798
threshold=0.23251500000000005 0.62916000000000016 0.083225000000000021 -0.083814999999999987 -0.080750000000000002 0.093335000000000015 0.096775000000000014 -0.067359999999999989 -0.08616 0.09253500000000002 0.098250000000000018 0.097380000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 8 7 -7 11 -10 -8 -6
right_child=3 -3 -4 -5 5 6 10 -9 9 -11 -12 -13
leaf_value=-0.00026377920346810544 -0.00073985193677641005 -0.00058819247703810365 -0.00039689095108663751 -0.00014680775257324964 0.00011322872204706527 0.0007653620986963573 -8.2802314426021729e-05 6.4539058480793314e-05 -3.7116126312136079e-05 -0.00035923541949266067 0.00014139353422640781 -0.00020869552105439861
leaf_weight=70 48 52 66 53 588 70 383 205 1841 81 231 49
leaf_count=70 48 52 66 53 588 70 383 205 1841 81 231 49
internal_value=0 -1.38077e-05 -5.24552e-06 -0.000436756 1.86931e-06 7.49983e-06 7.71351e-05 0.000245907 -1.63717e-05 -5.11173e-05 2.11721e-07 8.71802e-05
internal_weight=0 3636 3584 101 3518 3448 889 275 2559 1922 614 637
internal_count=3737 3636 3584 101 3518 3448 889 275 2559 1922 614 637
is_linear=0
shrinkage=0.0995203


Tree=9197
num_leaves=10
num_cat=0
split_feature=11 18 4 28 36 3 17 26 2
split_gain=0.00183619 0.001746 0.000850297 0.00075851 0.000611483 0.000537279 0.00041334 0.00161409 0.000437767
threshold=-0.37931999999999999 0.23251500000000005 0.15221500000000004 0.083225000000000021 0.087755000000000014 0.095630000000000021 0.51174000000000019 0.095385000000000011 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -3 8 -8 -2
right_child=1 5 -4 -5 -6 -7 7 -9 -10
leaf_value=-0.00054766069363019717 5.9626466677124626e-05 -0.00016153615676318703 0.00041828761180514657 -0.0003472776972714539 -0.0002589040153190169 -0.00065744840652023819 -5.7275900777394552e-05 0.00059463555944869726 -2.4277181666293982e-05
leaf_weight=65 830 47 47 64 89 51 109 56 2379
leaf_count=65 830 47 47 64 89 51 109 56 2379
internal_value=0 -1.35014e-05 -1.90756e-06 -7.73909e-06 -1.22766e-06 -0.000427966 5.32675e-06 0.000159018 -2.3206e-06
internal_weight=0 3672 3574 3527 3463 98 3374 165 3209
internal_count=3737 3672 3574 3527 3463 98 3374 165 3209
is_linear=0
shrinkage=0.0995203


Tree=9198
num_leaves=16
num_cat=0
split_feature=11 21 21 21 26 17 1 17 17 5 6 8 20 5 1
split_gain=0.00148828 0.000704788 0.000428428 0.000862397 0.000643323 0.000696543 0.00130722 0.000596447 0.00192226 0.000977919 0.000535598 0.000502781 0.000492407 0.000427061 0.000482645
threshold=-0.37931999999999999 0.16638500000000003 0.085470000000000018 0.086565000000000017 -0.231015 0.50644500000000015 -0.066524999999999987 0.067035000000000025 0.056905000000000011 -0.014739999999999998 -0.14051999999999998 -0.041669999999999992 -0.0092149999999999992 -0.497305 0.10637500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 7 -7 8 -6 -9 11 12 -5 -12 -15
right_child=1 -3 3 10 5 6 -8 9 -10 -11 13 -13 -14 14 -16
leaf_value=-0.00049315737547681157 0.000381724922805974 -0.00037627713872019207 -0.00041286716932447174 0.0002278371018315352 -1.0885588945575495e-06 0.00065275241142545592 0 -0.00019707411678818518 0.00049994922599556077 0.00020203595502059783 -0.0003535277347927887 0.00029892260548326164 -0.00019110921395006192 -6.9805905820864537e-05 0.00024603982033954367
leaf_weight=65 47 52 64 46 1819 47 79 306 79 74 50 83 69 807 50
leaf_count=65 47 52 64 46 1819 47 79 306 79 74 50 83 69 807 50
internal_value=0 -1.22021e-05 -6.74612e-06 -5.64814e-05 1.6641e-05 9.16283e-06 0.000237028 -3.08142e-06 1.93347e-05 -0.000117198 -3.50992e-05 0.000111639 -1.64122e-05 -6.8035e-05 -5.04233e-05
internal_weight=0 3672 3620 1169 2451 2404 126 2278 1898 380 1105 198 115 907 857
internal_count=3737 3672 3620 1169 2451 2404 126 2278 1898 380 1105 198 115 907 857
is_linear=0
shrinkage=0.0995203


Tree=9199
num_leaves=10
num_cat=0
split_feature=27 18 21 21 29 27 9 26 3
split_gain=0.00135501 0.00166153 0.00116635 0.000605883 0.000439132 0.000524034 0.000418602 0.000934941 0.000775216
threshold=0.11266000000000002 0.22074500000000005 0.095090000000000022 0.15544000000000005 0.096845000000000028 -0.032854999999999995 0.093335000000000015 0.11819500000000002 0.096775000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -7 -8
right_child=-2 2 -4 -5 -6 6 8 -9 -10
leaf_value=0.00029825718286446458 -0.00042943222971127674 -7.636699088716516e-05 -0.00078078267492659231 0.00034535439172468868 -0.00024177361662012291 -1.4359804285067416e-05 0.00019268407616238652 -0.00041284067954988466 -7.4309648866475605e-06
leaf_weight=58 78 53 46 50 75 2448 279 60 590
leaf_count=58 78 53 46 50 75 2448 279 60 590
internal_value=0 -9.76108e-06 -0.00041194 1.19318e-06 -3.47618e-06 1.4885e-06 -3.36609e-06 -2.42193e-05 5.58757e-05
internal_weight=0 3659 99 3560 3510 3435 3377 2508 869
internal_count=3737 3659 99 3560 3510 3435 3377 2508 869
is_linear=0
shrinkage=0.0995203


Tree=9200
num_leaves=8
num_cat=0
split_feature=22 28 8 11 6 11 8
split_gain=0.0245096 0.0013884 0.000796269 0.00065623 0.000596152 0.000679095 0.000493903
threshold=0.13292500000000004 0.083225000000000021 -0.53420999999999996 -0.37506 0.18123500000000006 -0.08577499999999999 -0.079049999999999995
decision_type=2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7
right_child=-2 -3 3 4 -6 6 -8
leaf_value=0.0004133697974566075 0.0022805674854995948 -0.00045191563816641983 0.00030727422499115994 -0.00030462995334041323 0.00025526076024819138 2.8155818146175289e-05 -4.8223624806647449e-05
leaf_weight=46 47 68 66 79 82 1714 1632
leaf_count=46 47 68 66 79 82 1714 1632
internal_value=0 -6.33961e-06 1.80644e-06 -3.26306e-06 -9.34065e-06 -1.59146e-05 -8.85333e-06
internal_weight=0 3687 3619 3573 3507 3425 3346
internal_count=3734 3687 3619 3573 3507 3425 3346
is_linear=0
shrinkage=0.0995203


Tree=9201
num_leaves=24
num_cat=0
split_feature=10 28 17 6 17 8 26 3 17 3 17 8 17 17 26 26 2 17 8 3 2 8 8
split_gain=0.0215123 0.00130032 0.000817308 0.00104644 0.0013973 0.00128761 0.00262438 0.000929372 0.0014222 0.000719504 0.000924055 0.000734372 0.000501622 0.00125332 0.000840796 0.0012853 0.0010043 0.000865299 0.000508195 0.000506732 0.00127061 0.000789797 0.000485759
threshold=0.096215000000000023 0.083225000000000021 -0.084209999999999993 -0.0092549999999999993 -0.55026999999999993 -0.084324999999999997 0.084815000000000015 0.11165000000000001 -0.14723999999999998 0.10850000000000003 -0.21387500000000001 -0.071344999999999992 0.059130000000000009 0.067035000000000025 0.11377500000000003 0.12086000000000002 -0.078129999999999991 -0.0065549999999999992 -0.42187000000000002 0.087570000000000023 -0.086254999999999984 -0.085814999999999989 -0.09547499999999999
decision_type=2 2 2 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 -5 8 -7 10 -6 -11 14 -14 18 16 -16 -17 -4 21 -21 -15 -20
right_child=-2 -3 12 5 9 7 -8 -9 -10 11 -12 -13 13 19 15 17 -18 -19 22 20 -22 -23 -24
leaf_value=-0.00053031233888016667 0.0019920456875796321 -0.00046061123121305135 0.00024439636497743258 0.00090104537449865187 -0.00030156921458649258 -0.00012301059705594473 4.6853964697608994e-05 0.00045464725766019908 0.00025375152673032096 -4.9940699097002381e-05 7.134886351977185e-05 0.000336750817734985 0.00045283482802362091 -0.00044532730817137777 -0.00082503758257127565 0.00026043160645052076 -0.00016106217151671263 -0.0002895899614740939 -0.00022558961397436272 0.00041645602499305417 -1.7391438070846454e-05 4.5164069663467479e-06 -2.9052798821030593e-05
leaf_weight=51 54 62 60 63 114 257 87 56 161 82 150 109 64 61 51 55 47 58 141 76 535 96 1244
leaf_count=51 54 62 60 63 114 257 87 56 161 82 150 109 64 61 51 55 47 58 141 76 535 96 1244
internal_value=0 -8.67829e-06 -7.07448e-07 6.92474e-05 -3.57941e-05 0.000155737 0.000411072 7.32079e-05 2.01475e-05 1.78363e-05 -8.65831e-05 0.000166451 -3.28086e-05 2.95629e-05 -6.46393e-05 -0.000250891 -0.000514954 -1.46359e-05 -3.68761e-05 -4.64392e-06 3.52334e-05 -0.00016505 -4.96523e-05
internal_weight=0 3680 3618 1130 506 624 150 474 418 455 264 191 2488 832 1656 211 98 113 1445 768 611 157 1385
internal_count=3734 3680 3618 1130 506 624 150 474 418 455 264 191 2488 832 1656 211 98 113 1445 768 611 157 1385
is_linear=0
shrinkage=0.0995203


Tree=9202
num_leaves=14
num_cat=0
split_feature=10 28 18 18 5 20 5 0 0 5 8 0 0
split_gain=0.0174438 0.00105437 0.000633142 0.000919904 0.00186042 0.000840867 0.00152227 0.00169192 0.0011025 0.000646591 0.000636642 0.00110722 0.000899334
threshold=0.096215000000000023 0.083225000000000021 -0.1394 -0.10726999999999999 0.2686150000000001 -0.073314999999999991 0.2686150000000001 -0.050494999999999991 -0.068899999999999989 0.44834500000000005 -0.079049999999999995 -0.059114999999999994 -0.081094999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 8 -7 -8 -1 10 12 -12 -5
right_child=-2 -3 3 9 -6 6 7 -9 -10 -11 11 -13 -14
leaf_value=0.00021148987458714945 0.0017937967962305824 -0.00041477108421622891 5.0546256824261524e-05 -9.079005962361468e-06 -0.00077128377469800463 -0.00011048421796887637 9.0485091312438512e-05 0.00088279482738674907 -0.00033509741197987992 0.00034043943033589186 -0.00010521578495262779 0.00012424569483973465 0.00015869780679783071
leaf_weight=78 54 62 61 1377 47 60 55 57 68 53 1100 254 408
leaf_count=78 54 62 61 1377 47 60 55 57 68 53 1100 254 408
internal_value=0 -7.81462e-06 -6.14524e-07 -1.37632e-05 -0.000299522 0.00013326 0.000282947 0.000501024 -3.7478e-05 -3.83818e-06 -9.91189e-06 -6.1566e-05 2.88114e-05
internal_weight=0 3680 3618 3300 108 318 172 112 146 3192 3139 1354 1785
internal_count=3734 3680 3618 3300 108 318 172 112 146 3192 3139 1354 1785
is_linear=0
shrinkage=0.0995203


Tree=9203
num_leaves=22
num_cat=0
split_feature=22 28 17 3 3 3 2 4 8 17 17 18 8 2 3 2 3 2 2 3 26
split_gain=0.019922 0.000862625 0.000635486 0.000810272 0.00278046 0.00112664 0.000938751 0.000858526 0.000548217 0.000456588 0.00101453 0.000850393 0.00113923 0.00130552 0.000982853 0.00155797 0.000430618 0.00101312 0.00075859 0.000426264 0.000325872
threshold=0.13292500000000004 0.083225000000000021 -0.084209999999999993 0.086535000000000015 0.084855000000000028 0.087745000000000031 -0.071344999999999992 0.099510000000000029 -0.087374999999999994 0.059130000000000009 0.067035000000000025 0.10307000000000002 -0.070134999999999989 -0.077849999999999989 0.15108000000000005 0.13896000000000006 0.087570000000000023 -0.086254999999999984 -0.086050000000000001 0.082595000000000016 -0.084149999999999989
decision_type=2 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 19 -5 8 -8 -7 11 -11 14 13 -13 15 -4 18 -18 -12 20 -1
right_child=-2 -3 9 5 -6 6 7 -9 -10 10 16 12 -14 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=-4.5476222233262191e-05 0.0020523304710428083 -0.0003607538488681791 -4.458224943392544e-05 -0.00036207606360809039 0.00070534020583315547 0.00025338774525761332 0.00036257045540871529 -1.7713814301247882e-05 -5.4529415342518204e-05 0.00040951599154811596 -0.00041093838129434724 -0.00041425894212904484 -0.00060203798525418708 0.00029514050745001809 -0.00041896401518874807 0.00041235706879244079 0.00037532677457431668 -1.2298289938695316e-05 2.3884950302828335e-05 -0.00020651465463571798 0.00030958640181243959
leaf_weight=49 47 68 1354 72 79 64 148 91 515 64 65 52 65 50 64 78 76 525 94 67 47
leaf_count=49 47 68 1354 72 79 64 148 91 515 64 65 52 65 50 64 78 76 525 94 67 47
internal_value=0 -9.48397e-06 -2.6575e-06 5.89077e-05 0.000220616 1.40179e-05 4.81223e-05 0.000214351 -1.90798e-05 -3.10091e-05 2.88974e-05 -6.11845e-05 -0.000274952 -5.84884e-05 -3.67742e-05 -1.91214e-05 -2.07757e-06 3.53571e-05 -0.000148724 -9.28989e-06 0.000119829
internal_weight=0 3687 3619 1132 242 890 818 239 579 2487 824 1663 167 102 1496 1432 760 601 159 163 96
internal_count=3734 3687 3619 1132 242 890 818 239 579 2487 824 1663 167 102 1496 1432 760 601 159 163 96
is_linear=0
shrinkage=0.0995203


Tree=9204
num_leaves=23
num_cat=0
split_feature=18 6 6 8 8 9 18 20 2 4 2 17 3 18 26 9 21 20 5 5 26 5
split_gain=0.00803395 0.00493217 0.0225177 0.00283054 0.0127423 0.0298979 0.00252281 0.000915865 0.000933373 0.001076 0.000933343 0.000913269 0.00192918 0.00101428 0.000834994 0.000645659 0.000562366 0.00198586 0.00082333 0.000705477 0.0020815 0.00116445
threshold=0.26473000000000008 -0.088734999999999994 -0.090454999999999994 -0.084129999999999996 -0.085814999999999989 0.084915000000000032 -0.023444999999999997 0.14849500000000004 0.13896000000000006 0.14154500000000006 0.092170000000000016 0.11639500000000001 0.093835000000000016 -0.085709999999999995 0.086130000000000026 0.11351500000000002 -0.076335 -0.060199999999999997 -0.338115 -0.077634999999999996 0.11575500000000001 -0.071539999999999992
decision_type=2 2 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 11 6 -6 8 10 -10 15 13 -13 -3 -15 -1 17 -5 -18 20 -20 -21
right_child=-2 3 -4 16 5 -7 -8 -9 9 -11 -12 12 -14 14 -16 -17 18 -19 19 21 -22 -23
leaf_value=-3.2322027406357606e-05 -0.0010805957957159913 0.00038954376200782799 -0.0021700021331227115 -0.00013596223352684619 0.00064300179078286327 0.0029548829595899906 -0.00025302486280107258 -0.00044026714359057275 0.00051324428689110109 -0.00010217267329318814 -0.00049693900175506946 -0.00071846188371251266 0.00013402044959779592 -0.00010781367143446324 0.00012918148242918476 -0.00034740720488212536 -0.00042184004702410747 0.00059792409344910404 -7.2761389061389446e-05 -0.00054423798487855538 0.00071755507723815233 -3.3389099424558405e-05
leaf_weight=574 72 79 55 88 53 52 74 70 56 53 56 49 54 297 291 74 55 61 101 46 48 1373
leaf_count=574 72 79 55 88 53 52 74 70 56 53 56 49 54 297 291 74 55 61 101 46 48 1373
internal_value=0 -1.86158e-05 -0.000215572 4.89793e-05 0.000187782 0.000944186 0.000114462 -9.29079e-05 -6.1993e-05 0.000206495 -0.000104726 1.088e-05 -0.000263582 5.44904e-05 8.08253e-06 -6.95673e-05 -2.48951e-05 0.000158994 -4.22815e-05 -2.84458e-05 0.000176343 -5.05263e-05
internal_weight=0 3659 938 2721 949 179 127 883 813 109 704 770 103 667 588 648 1772 149 1623 1568 149 1419
internal_count=3731 3659 938 2721 949 179 127 883 813 109 704 770 103 667 588 648 1772 149 1623 1568 149 1419
is_linear=0
shrinkage=0.0995203


Tree=9205
num_leaves=27
num_cat=0
split_feature=18 5 5 20 8 8 18 3 20 8 8 6 6 6 5 18 26 8 1 26 10 2 38 2 26 26
split_gain=0.00651232 0.00438029 0.00764491 0.0345697 0.00296995 0.00958661 0.0165808 0.000987267 0.000902217 0.000666406 0.000632422 0.000659039 0.000879839 0.000649301 0.000567808 0.00172329 0.0008442 0.00184687 0.00146504 0.00102497 0.000600851 0.000470297 0.00035378 0.000367312 0.000850325 0.000657187
threshold=0.26473000000000008 -0.092239999999999989 -0.13803499999999999 -0.077044999999999988 -0.084129999999999996 -0.085814999999999989 -0.018864999999999996 0.087825000000000028 0.14121000000000003 -0.085089999999999985 -0.086914999999999992 -0.092579999999999996 -0.078305 -0.011039999999999999 -0.077634999999999996 0.090285000000000018 0.092300000000000021 -0.078704999999999997 -0.083284999999999984 0.091195000000000012 0.089090000000000016 -0.073369999999999991 -0.07453499999999999 -0.079604999999999995 0.056820000000000016 0.087625000000000022
decision_type=2 2 2 2 2 2 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 10 -7 -5 22 -8 11 -3 -13 -12 15 -6 19 -18 -19 20 -16 -9 -1 25 -25 -24
right_child=-2 4 3 7 14 6 9 21 -10 -11 13 12 -14 -15 16 -17 17 18 -20 -21 -22 -23 23 24 -26 -27
leaf_value=0.00024334534046786767 -0.00097305460635757244 -0.00018376160669135105 -0.0030767913323137188 -0.00033081655840905505 -0.00017121328115849343 0.0017931552396727899 -0.00031390838408046253 -5.5615332179201919e-05 -0.00046601612608951419 0.00019618359069126787 3.559814147150196e-05 0.00043309556551596109 5.572381213896887e-05 -0.00045803120246070474 -2.6356698131257949e-07 0.00061037851512900831 -0.0006937131434301653 -0.00046851911655355959 0 0.00038999100881112795 -0.00036869860334634759 0.0003703898297864024 -4.397434477469257e-05 0 -0.00031383491086883552 0.00031563421141180274
leaf_weight=47 72 88 48 69 58 91 51 46 48 49 50 72 469 50 1032 52 55 80 392 65 46 51 170 286 124 70
leaf_count=47 72 88 48 69 58 91 51 46 48 49 50 72 469 50 1032 52 55 80 392 65 46 51 170 286 124 70
internal_value=0 -1.68745e-05 -0.000199746 -0.000724297 4.77757e-05 0.00019307 0.000820842 -3.91251e-05 -4.79712e-05 -5.57771e-05 2.74687e-05 6.54155e-05 0.00010746 -0.00020303 -2.68602e-05 0.000190825 -4.16889e-05 -0.000145957 -8.03947e-05 5.66931e-06 -1.67447e-05 0.000159927 -1.80073e-05 -3.81646e-05 -9.61603e-05 5.75006e-05
internal_weight=0 3659 959 214 2700 920 191 166 745 100 729 629 541 100 1780 110 1670 527 472 1143 1078 97 697 650 410 240
internal_count=3731 3659 959 214 2700 920 191 166 745 100 729 629 541 100 1780 110 1670 527 472 1143 1078 97 697 650 410 240
is_linear=0
shrinkage=0.0995203


Tree=9206
num_leaves=26
num_cat=0
split_feature=9 9 9 9 18 22 4 4 4 6 6 3 10 10 26 18 3 0 9 0 1 20 4 1 6
split_gain=0.0053109 0.0795545 0.00366893 0.0324551 0.00105002 0.000807134 0.000924299 0.00179445 0.00110468 0.00079937 0.00123726 0.00101653 0.000778043 0.000893002 0.000679506 0.00128924 0.00104783 0.000616035 0.00123352 0.000738534 0.000558276 0.000541176 0.000483783 0.000400312 0.000178633
threshold=0.088770000000000029 0.089025000000000021 0.085355000000000028 0.085610000000000019 -0.42248000000000002 0.11777500000000002 0.088720000000000021 0.084755000000000025 0.093595000000000025 -0.03252 -0.083069999999999991 0.11926500000000002 0.090150000000000022 0.086275000000000018 -0.019129999999999998 -0.098315 0.088385000000000033 -0.078479999999999994 0.088405000000000025 -0.091935000000000003 -0.0064949999999999999 -0.077044999999999988 0.077765000000000015 -0.0084199999999999987 -0.078305
decision_type=2 2 2 2 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 21 6 7 22 -8 10 -10 -11 13 14 15 -6 -16 18 19 24 -21 -3 23 -1 -5
right_child=1 4 3 17 12 -7 8 -9 9 11 -12 -13 -14 -15 16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=-1.4485673382775858e-07 -0.0040793037027687835 0.00052324515555073699 0.0026765596712240249 -0.00034692167923609915 -0.0003449478878164573 -0.00036924086427506174 0.00053431451766110954 -0.00053796340822305088 5.2387935694757527e-05 -0.00028738255384412657 0.00053766017162091726 0.00017985673634658244 -0.00037135798055391302 0.00034092761001512298 -0.00052845918090685948 0.00021307030015730398 -7.4379064057394792e-05 -0.00028142008438440756 0.0005704552489715054 3.9093507601650037e-05 0.00034571719670061613 2.5990027967363221e-05 0.00020137748047404782 -0.00016349447607884817 -4.7596959434198223e-05
leaf_weight=525 50 46 51 48 52 61 52 73 308 122 64 72 78 56 54 184 958 48 48 314 75 48 85 213 46
leaf_count=525 50 46 51 48 52 61 52 73 308 122 64 72 78 56 54 184 958 48 48 314 75 48 85 213 46
internal_value=0 -0.000174998 6.63862e-05 0.00026943 -4.21835e-05 -1.43115e-05 0 -6.45907e-05 9.36188e-05 5.16844e-05 0.000138076 -0.000109754 -6.45564e-05 -4.5577e-05 -6.35761e-05 8.66483e-05 -9.94176e-05 5.59888e-05 8.80307e-05 3.8393e-05 0.000100316 0.000278037 -2.16079e-05 -4.83997e-05 -0.000209153
internal_weight=0 1526 2205 630 1476 1575 1514 896 618 566 372 194 1382 1304 1248 236 1012 579 531 483 389 94 823 738 94
internal_count=3731 1526 2205 630 1476 1575 1514 896 618 566 372 194 1382 1304 1248 236 1012 579 531 483 389 94 823 738 94
is_linear=0
shrinkage=0.0995203


Tree=9207
num_leaves=32
num_cat=0
split_feature=9 9 9 9 20 22 4 4 4 6 6 20 4 6 9 20 21 26 4 26 1 1 26 6 8 9 20 6 9 8 1
split_gain=0.00432669 0.0709093 0.00316088 0.0261254 0.00123857 0.000654687 0.000753216 0.0014541 0.000900916 0.00072144 0.000984941 0.000586572 0.000561954 0.000539281 0.000697367 0.000547903 0.00053604 0.000858935 0.000635102 0.000460477 0.00038607 0.0021953 0.00185238 0.00109988 0.00145796 0.000810063 0.000673612 0.0014657 0.00144312 0.0002805 0.000216011
threshold=0.088610000000000008 0.08895500000000002 0.085355000000000028 0.085610000000000019 -0.082534999999999997 0.11777500000000002 0.088720000000000021 0.084755000000000025 0.094025000000000011 -0.03252 -0.083069999999999991 -0.08793999999999999 0.10904000000000003 -0.092034999999999992 0.088285000000000016 -0.082220000000000001 0.087410000000000029 0.084435000000000024 0.077765000000000015 0.087260000000000018 -0.076329999999999995 -0.071399999999999991 0.11746500000000003 0.091495000000000007 -0.076554999999999998 0.095950000000000021 -0.012970000000000001 -0.095324999999999993 0.11351500000000002 0.0012600000000000003 -0.016464999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 6 7 16 -8 10 -10 29 -11 -5 15 -15 18 -18 -1 -17 22 -22 23 25 -25 -6 27 -23 -28 -3 -31
right_child=1 4 3 13 20 -7 8 -9 9 12 -12 -13 -14 14 -16 19 17 -19 -20 -21 21 26 -24 24 -26 -27 28 -29 -30 30 -32
leaf_value=-1.474314191633411e-05 -0.0038432524120181476 0.00024127701631454051 0.002410188052594687 -0.00017890121909306249 0.00020334386249284909 -0.00033249398103204141 0.00047063197876197343 -0.00048442513236766514 5.0440058660277487e-05 -0.00030306099902846088 0.00048415212815232893 0.00049922434250763634 3.4497254946061331e-05 0.00031343417714910281 0.00041251196733944461 -0.00015530716685416176 0 -0.00048110889664744184 0.00029025200991527402 8.3342001519571106e-05 -0.00060612292168382958 -0.00067920234724062206 0.0004637288573004915 1.1060506762187622e-05 -0.0005990538316195613 -0.00020641858794366282 0.00013324591997719036 -7.5589741762059338e-05 -0.00028382388744070431 0.00012907684940717022 -0.00017381454520297099
leaf_weight=586 50 72 51 81 137 61 55 73 307 84 64 48 108 65 61 124 101 60 76 226 80 47 73 74 76 72 321 296 110 46 46
leaf_count=586 50 72 51 81 137 61 55 73 307 84 64 48 108 65 61 124 101 60 76 226 80 47 73 74 76 72 321 296 110 46 46
internal_value=0 -0.00015632 6.10749e-05 0.000253883 -3.27114e-05 -1.28355e-05 0 -5.82536e-05 8.45655e-05 4.53962e-05 0.000127465 0.000189129 -0.000108921 5.49779e-05 9.64964e-05 4.80733e-05 -1.94575e-05 -0.000182815 1.90348e-05 0 -6.99189e-05 -0.00010875 4.95036e-06 -8.60586e-05 -0.000292607 5.82648e-05 -5.62848e-05 -0.000160687 2.49018e-05 9.33781e-05 -1.34708e-05
internal_weight=0 1548 2183 608 1498 1575 1514 896 618 563 371 212 192 557 476 415 823 161 662 350 1286 854 432 359 150 209 774 343 431 164 92
internal_count=3731 1548 2183 608 1498 1575 1514 896 618 563 371 212 192 557 476 415 823 161 662 350 1286 854 432 359 150 209 774 343 431 164 92
is_linear=0
shrinkage=0.0995203


Tree=9208
num_leaves=11
num_cat=0
split_feature=26 10 10 1 1 21 17 11 9 18
split_gain=0.0027803 0.00139389 0.00108045 0.000779299 0.0011902 0.0006599 0.00117064 0.000597705 0.000606022 0.000563803
threshold=0.51432000000000022 0.090150000000000022 0.086275000000000018 -0.50597999999999999 -0.53140500000000002 0.13457500000000003 -0.24445500000000001 -0.37506 0.14805500000000002 0.14330000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -5 -9 -8
right_child=-2 -3 -4 5 -6 6 9 8 -10 -11
leaf_value=4.8280960132429981e-05 -0.00076471613217910634 -0.0003793873687944118 0.00044271616967364553 0.00038915431486467395 -0.00053487841570513202 -0.00055403483500207379 -0.00019041445974453535 3.5432353901699825e-05 -0.00032309470867306555 0.00027579344298122986
leaf_weight=72 46 87 60 47 63 53 56 3163 47 47
leaf_count=72 46 87 60 47 63 53 56 3163 47 47
internal_value=0 1.3702e-05 2.34075e-05 1.60859e-05 -0.000217796 2.55769e-05 -0.000173492 3.5363e-05 2.99279e-05 1.43734e-05
internal_weight=0 3695 3608 3548 135 3413 156 3257 3210 103
internal_count=3741 3695 3608 3548 135 3413 156 3257 3210 103
is_linear=0
shrinkage=0.0995203


Tree=9209
num_leaves=12
num_cat=0
split_feature=7 10 10 5 5 8 5 5 9 18 20
split_gain=0.0026372 0.00110971 0.000919835 0.000741313 0.000702496 0.000814533 0.000648346 0.000708486 0.00058768 0.000441034 0.000439711
threshold=0.10781500000000002 0.090150000000000022 0.086275000000000018 -0.53313499999999991 -0.029944999999999996 -0.092984999999999998 -0.021739999999999999 -0.019465 -0.088729999999999989 0.090285000000000018 -0.042414999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 9 -6 -8 -7 -5 -1
right_child=-2 -3 -4 4 6 8 7 -9 -10 -11 -12
leaf_value=-0.00042670992209694686 -0.00073699761833834784 -0.00036518823956691845 0.00041484283464804698 2.7782292627955819e-05 -0.00029379024861525495 -0.0001673432869452174 0.00038123515345246705 -1.4092703392782565e-05 0.00013353037087176527 -0.00019580223569077467 -2.6395356202303964e-05
leaf_weight=58 47 75 58 228 80 66 46 1805 1081 137 60
leaf_count=58 47 75 58 228 80 66 46 1805 1081 137 60
internal_value=0 1.31217e-05 2.1188e-05 1.45465e-05 2.31688e-05 7.40691e-05 -1.62629e-05 -3.82597e-06 0.000115504 -5.38957e-05 -0.000230098
internal_weight=0 3694 3619 3561 3443 1512 1931 1851 1147 365 118
internal_count=3741 3694 3619 3561 3443 1512 1931 1851 1147 365 118
is_linear=0
shrinkage=0.0995203


Tree=9210
num_leaves=12
num_cat=0
split_feature=29 10 10 1 5 5 5 1 0 1 0
split_gain=0.00252913 0.000889331 0.000708665 0.000647244 0.00119307 0.000553481 0.000672289 0.000765573 0.000719965 0.00048508 0.00028386
threshold=0.12175500000000002 0.090150000000000022 0.086275000000000018 -0.50597999999999999 0.26760500000000004 -0.5087799999999999 -0.088604999999999989 -0.084759999999999988 -0.057604999999999996 0.41379000000000005 -0.14680499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 8 -8 -7 10 -5
right_child=-2 -3 -4 5 -6 6 7 -9 -10 -11 -12
leaf_value=7.1144431709616421e-06 -0.00064311785378308819 -0.00030018322228977956 0.00036119283358278161 -0.00043451631878866823 -0.0006095184513899781 0.00014948427310401024 9.7834651315310711e-05 -2.6409194415355279e-05 -0.00014586883552564518 6.1273387850928289e-05 -9.0128881267464536e-05
leaf_weight=88 59 87 60 57 46 688 678 1772 90 63 53
leaf_count=88 59 87 60 57 46 688 678 1772 90 63 53
internal_value=0 1.35998e-05 2.14211e-05 1.54225e-05 -0.000198456 2.40901e-05 3.35914e-05 7.63926e-06 0.000114265 -0.000148463 -0.000276026
internal_weight=0 3682 3595 3535 134 3401 3228 2450 778 173 110
internal_count=3741 3682 3595 3535 134 3401 3228 2450 778 173 110
is_linear=0
shrinkage=0.0995203


Tree=9211
num_leaves=12
num_cat=0
split_feature=30 10 10 1 5 5 1 21 17 8 21
split_gain=0.0025548 0.000779452 0.000574166 0.00057223 0.000923099 0.000539077 0.000672307 0.000548102 0.000949214 0.000536175 0.000491579
threshold=-1.0000000180025095e-35 0.090150000000000022 0.086275000000000018 -0.50597999999999999 0.26760500000000004 -0.5087799999999999 0.41696500000000009 0.13415000000000002 -0.24445500000000001 -0.046889999999999994 -0.075024999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 10 9 -9 -7 -5
right_child=1 -3 -4 5 -6 7 -8 8 -10 -11 -12
leaf_value=-0.0007261725319148986 0 -0.00028692587263547028 0.00032524680790193677 0 -0.00054885905014866675 1.6043489909805986e-05 0.00016263207317618458 -0.00048326839857986884 3.6341121311648664e-05 0.00011196519978033648 -0.0004010545614167896
leaf_weight=47 83 84 60 48 46 2312 49 55 88 782 87
leaf_count=47 83 84 60 48 46 2312 49 55 88 782 87
internal_value=0 1.21522e-05 1.93382e-05 1.39373e-05 -0.000191176 2.1911e-05 -0.000142989 3.15373e-05 -0.000157784 4.0552e-05 -0.000259982
internal_weight=0 3694 3610 3550 129 3421 184 3237 143 3094 135
internal_count=3741 3694 3610 3550 129 3421 184 3237 143 3094 135
is_linear=0
shrinkage=0.0995203


Tree=9212
num_leaves=26
num_cat=0
split_feature=0 0 10 0 9 9 26 26 18 1 3 0 26 18 26 9 0 9 19 1 3 2 1 9 3
split_gain=0.00195947 0.01124 0.002107 0.00103295 0.00396896 0.00162281 0.000869873 0.00185777 0.00106344 0.000570172 0.00121166 0.000580065 0.00054984 0.000730631 0.0014361 0.000842862 0.00193013 0.000713331 0.000619065 0.000454132 0.00130685 0.00112417 0.000658827 0.00137484 0.000785865
threshold=-0.084369999999999987 -0.083995 0.088630000000000028 -0.087184999999999999 0.083835000000000021 0.084535000000000013 0.088475000000000012 0.090545000000000028 -0.007069999999999999 0.44303500000000012 0.13345500000000002 -0.13056499999999996 0.15222000000000005 0.11362500000000002 0.12086000000000002 0.096385000000000012 -0.069955000000000003 0.087825000000000028 0.10876500000000001 0.0049450000000000015 0.10871500000000002 0.092170000000000016 0.10924000000000002 0.09227500000000001 0.10502000000000002
decision_type=2 2 2 2 2 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 -5 -6 8 -8 -7 10 19 -11 13 14 18 17 -17 -15 -3 20 21 -1 23 -21 -24
right_child=1 2 -4 4 5 6 7 -9 -10 11 -12 -13 -14 15 -16 16 -18 -19 -20 22 -22 -23 24 -25 -26
leaf_value=-5.3509941118251891e-05 0.0016353495353776907 2.1945997958599375e-05 0.00061382329628706335 0.00060135650432571286 -0.00073187449466719076 0.00031321193492801823 -0.00087391207969855062 3.1982575402185566e-06 -0.00028468335482595446 0.0004793598381971096 -0.00046755127549350623 0 0.00030742063114437324 -0.00017156648471110307 0.00056344681235277706 -0.00081925730753563454 2.5938209393017361e-05 0.00031894032838331976 0.00036062789039804119 6.4596414044530421e-05 -0.00052316855083028434 0.00045076739192237121 -0.00022401123352238742 0.00068049986026986618 0.00011115613688613256
leaf_weight=617 46 1472 66 51 80 53 46 46 66 46 59 51 74 66 53 47 58 52 56 182 55 47 123 46 156
leaf_count=617 46 1472 66 51 80 53 46 46 66 46 59 51 74 66 53 47 58 52 56 182 55 47 123 46 156
internal_value=0 9.70874e-05 6.02671e-05 -4.76764e-05 -0.000202643 -0.000346363 -0.000196318 -0.000426459 -1.15146e-05 -8.73491e-06 -2.68671e-05 0.00022303 4.03771e-05 2.89692e-05 5.31307e-05 -0.000138657 -0.000344591 3.76516e-05 3.48942e-05 -4.99188e-06 -5.64727e-05 -1.65827e-05 6.64007e-05 0.000192448 -3.36717e-05
internal_weight=0 1990 1944 1724 342 291 211 92 119 1382 1285 97 1878 1804 1581 223 105 118 1528 1226 719 664 507 228 279
internal_count=3714 1990 1944 1724 342 291 211 92 119 1382 1285 97 1878 1804 1581 223 105 118 1528 1226 719 664 507 228 279
is_linear=0
shrinkage=0.0995203


Tree=9213
num_leaves=24
num_cat=0
split_feature=17 0 0 0 26 17 2 3 6 3 26 2 17 21 3 18 18 6 6 8 6 18 18
split_gain=0.00255184 0.00122492 0.00939177 0.0014211 0.00213473 0.00139326 0.00104971 0.000670689 0.00183192 0.00115124 0.00128371 0.000625013 0.000738861 0.000616855 0.000591063 0.000572441 0.00194169 0.000711347 0.000998008 0.000702917 0.000486758 0.000440131 0.00148464
threshold=-0.56005499999999986 -0.084369999999999987 -0.083995 -0.085794999999999996 0.087525000000000019 -0.0058449999999999995 -0.16295499999999999 0.084505000000000011 0.087515000000000023 0.08785500000000003 0.088605000000000017 -0.086254999999999984 -0.0088649999999999996 0.14016000000000003 0.084895000000000012 -0.021369999999999997 -0.011569999999999999 0.15086500000000005 0.098855000000000012 -0.083674999999999986 0.10737000000000003 -0.037059999999999989 -0.060544999999999995
decision_type=2 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 7 5 -5 -1 8 11 10 14 -2 -13 20 -9 19 -17 18 -18 -4 -11 22 -21
right_child=1 2 15 4 -6 -7 -8 9 -10 13 -12 12 -14 -15 -16 16 17 -19 -20 21 -22 -23 -24
leaf_value=0.00087220042001973053 -0.00022909159972022981 0.0014725992164697868 -0.00033833132849945538 -0.00024395137963709716 7.2572777464334918e-05 -0.00099937230719969591 0.00021568717263514145 0.0002059343225845814 0.00069710327306319903 4.701177984583825e-05 -0.00062632932732711215 -0.00019180785045853463 0.00027826546777988566 -0.00034105675609456164 -0.00017921826512032126 0.00066209043031416337 6.3410327926778794e-05 0.00038833636658169222 -0.000297735748423472 -1.888987057497814e-05 -0.00028396836016741044 -0.0002982499851589884 0.00049504259184669731
leaf_weight=46 74 46 65 55 78 49 60 46 46 826 60 47 102 47 226 55 742 58 84 750 46 46 60
leaf_count=46 74 46 65 55 78 49 60 46 46 826 60 47 102 47 226 55 742 58 84 750 46 46 60
internal_value=0 1.24647e-05 6.74412e-05 -4.86203e-05 -0.000311681 -0.000607743 0.000508312 -1.65837e-05 0.000125143 -4.77132e-05 -0.000206657 3.48911e-06 0.000124493 8.81636e-06 -0.000111072 3.22498e-05 8.71116e-05 5.0412e-05 2.56925e-05 -2.27953e-05 2.8613e-05 2.08422e-07 1.81686e-05
internal_weight=0 3608 1906 1702 182 104 106 1520 269 1251 332 223 149 919 272 1860 939 884 826 921 872 856 810
internal_count=3714 3608 1906 1702 182 104 106 1520 269 1251 332 223 149 919 272 1860 939 884 826 921 872 856 810
is_linear=0
shrinkage=0.0995203


Tree=9214
num_leaves=22
num_cat=0
split_feature=17 22 0 0 0 8 1 26 26 2 25 2 8 2 26 2 1 1 26 26 0
split_gain=0.00207657 0.00124589 0.000901592 0.00585883 0.0011051 0.00163511 0.00224808 0.00230466 0.000933321 0.000843633 0.000664471 0.000662459 0.000982796 0.00090057 0.00225749 0.000773953 0.000476493 0.000476215 0.000455025 0.00154999 0.00102388
threshold=-0.56005499999999986 0.13160500000000006 -0.084084999999999993 -0.083589999999999984 -0.087184999999999999 -0.084915000000000004 -0.078509999999999983 0.087745000000000031 0.089880000000000029 -0.16295499999999999 1.0000000180025095e-35 -0.076254999999999989 -0.089779999999999985 -0.071629999999999985 0.096685000000000021 -0.069129999999999983 -0.010395 -0.083284999999999984 0.087625000000000022 0.089795000000000028 -0.088174999999999989
decision_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 4 -4 10 6 7 -6 16 -1 18 12 -5 14 -13 -15 -7 -14 20 -20 -2
right_child=1 -3 3 11 5 8 -8 -9 -10 -11 -12 13 17 15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.00078539891415776606 -1.2981634541674018e-05 -0.00044986178937569965 0.0010989380909390424 0.00045649982823216435 8.5544618609821184e-05 0.0004811351996851967 -0.00095467492021456359 -0.00065934039369168506 -0.00029385841175309259 0.0001942220744952449 0.00035752869144460131 -0.00064310476846444347 -2.1463283846917285e-05 0.00038235515104779468 0.00013493213119624792 -1.4358807009410837e-05 2.7457375807766852e-05 0.00012038746709082161 0.00042533416244500805 -3.9483838074918167e-05 -0.00043594311501540535
leaf_weight=46 883 57 53 68 111 46 49 64 46 60 52 74 386 53 71 573 54 565 99 243 61
leaf_count=46 883 57 53 68 111 46 49 64 46 60 52 74 386 53 71 573 54 565 99 243 61
internal_value=0 1.11564e-05 1.87872e-05 6.7209e-05 -3.29826e-05 -0.000185312 -0.000354828 -0.000182193 6.91605e-05 0.000458494 8.52948e-06 3.62032e-05 8.90835e-05 -3.26248e-05 -0.000256489 1.79211e-05 0.000244336 6.19511e-05 -4.9459e-06 9.26751e-05 -4.118e-05
internal_weight=0 3608 3551 1843 1708 370 224 175 146 106 1338 1790 1019 771 145 626 100 951 1286 342 944
internal_count=3714 3608 3551 1843 1708 370 224 175 146 106 1338 1790 1019 771 145 626 100 951 1286 342 944
is_linear=0
shrinkage=0.0995203


Tree=9215
num_leaves=20
num_cat=0
split_feature=17 3 3 3 3 3 17 2 18 17 17 10 8 6 1 0 1 3 6
split_gain=0.00169009 0.00102537 0.00319928 0.00295233 0.00899453 0.00175539 0.00268733 0.000677273 0.000548395 0.000589453 0.000657809 0.000543646 0.000824541 0.00152809 0.000858929 0.00272775 0.00258215 0.000503972 0.000290606
threshold=-0.56005499999999986 0.08785500000000003 0.087515000000000023 0.089005000000000015 0.088805000000000023 0.08844500000000001 -0.062765000000000001 -0.16295499999999999 -0.1394 -0.16408999999999999 -0.11248999999999999 0.091080000000000022 0.10068500000000002 -0.017084999999999999 -0.083284999999999984 -0.082135 -0.080689999999999998 0.084505000000000011 0.08463500000000003
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 8 4 5 6 -3 -1 -2 -10 18 12 14 -14 15 -5 -16 -12 -11
right_child=1 3 -4 11 -6 -7 -8 -9 9 10 17 -13 13 -15 16 -17 -18 -19 -20
leaf_value=0.00070723587710862462 0.00024387976025665081 0.00081243383133437807 -0.00065871102570850583 -0.00084017314657358112 0.00156617261404226 -0.00033336634134382867 -0.00010874296358659171 0.00017489295889310333 -0.00037021309307802634 0.00039495802557034087 3.0740364754687982e-05 -0.0003135847497978803 -3.1145073760601929e-05 0.00060184853299085793 0.00075715826011802084 -2.3958039608419704e-05 8.2848190439265012e-06 -0.00012155265052006809 3.1623286718558392e-05
leaf_weight=46 72 55 84 48 50 69 70 60 51 49 395 50 83 66 47 277 1637 456 49
leaf_count=46 72 55 84 48 50 69 70 60 51 49 395 50 83 66 47 277 1637 456 49
internal_value=0 1.00236e-05 -6.69542e-05 4.66488e-05 0.000375244 6.40842e-05 0.000290026 0.000413633 -1.98216e-05 -3.96267e-05 -2.09981e-05 9.9658e-06 1.78417e-05 0.000243747 6.79626e-07 -0.000147026 2.96718e-05 -4.99024e-05 0.000221644
internal_weight=0 3608 1156 2452 244 194 125 106 1072 1000 949 2208 2158 149 2009 325 1684 851 98
internal_count=3714 3608 1156 2452 244 194 125 106 1072 1000 949 2208 2158 149 2009 325 1684 851 98
is_linear=0
shrinkage=0.0995203


Tree=9216
num_leaves=14
num_cat=0
split_feature=17 10 10 6 1 17 3 23 17 17 9 18 18
split_gain=0.00998514 0.00129053 0.0018614 0.00099091 0.00254562 0.00153847 0.00259167 0.000583833 0.000531605 0.00134573 0.000797565 0.000605923 0.000773704
threshold=-0.57205499999999987 0.086165000000000019 0.09056500000000002 0.11642500000000001 -0.068094999999999989 0.40827500000000011 0.10871500000000002 0.086650000000000019 -0.0044799999999999987 -0.0065549999999999992 0.084485000000000018 -0.087529999999999983 -0.080814999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 -5 6 -6 8 9 10 -2 -10 -13
right_child=1 2 -4 4 5 -7 -8 -9 11 -11 -12 12 -14
leaf_value=-0.0013903436883294 8.4295232209589507e-05 -0.00068053717239781211 1.9530228188102986e-05 0.00074052234825234056 0.0007230284005789292 -0.0004408421756424016 -0.00017821796074146782 -0.00030283735466627397 0.00035713074828719115 -0.00052448778215341931 -5.604350494194487e-05 -0.00029533748929544499 6.2746343666766362e-05
leaf_weight=51 625 64 86 67 55 51 72 58 66 51 1116 62 1298
leaf_count=51 625 64 86 67 55 51 72 58 66 51 1116 62 1298
internal_value=0 1.17368e-05 -0.000273708 2.41297e-05 0.00021734 1.58128e-05 0.00020564 9.43031e-06 1.53129e-05 -2.04291e-05 -5.19322e-06 6.08026e-05 4.582e-05
internal_weight=0 3671 150 3521 245 178 127 3276 3218 1792 1741 1426 1360
internal_count=3722 3671 150 3521 245 178 127 3276 3218 1792 1741 1426 1360
is_linear=0
shrinkage=0.0995203


Tree=9217
num_leaves=12
num_cat=0
split_feature=1 10 10 6 1 17 1 5 22 21 8
split_gain=0.00899136 0.000839118 0.00120138 0.000790593 0.00206536 0.0012449 0.000568266 0.00040287 0.000378298 0.00039091 0.000422499
threshold=-0.55579999999999996 0.086165000000000019 0.09056500000000002 0.11642500000000001 -0.068094999999999989 0.40827500000000011 -0.040439999999999997 0.55459000000000014 0.13160500000000006 0.13276500000000005 -0.086064999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 -5 6 -6 8 9 10 -2
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0013322619134364302 5.466532908532631e-05 -0.00053290669536884257 2.2045083212316703e-05 0.00067014143067061643 0.00042539654120324436 -0.00039696947417944528 0 0.00027069299126240452 -0.00027061071190236959 0.0002371868071856254 -2.3369541215416297e-05
leaf_weight=50 1027 67 85 66 55 51 72 57 49 72 2071
leaf_count=50 1027 67 85 66 55 51 72 57 49 72 2071
internal_value=0 1.12738e-05 -0.000217186 2.13717e-05 0.000194343 1.33237e-05 0.000184533 8.23871e-06 3.33702e-06 7.82979e-06 2.2351e-06
internal_weight=0 3672 152 3520 244 178 127 3276 3219 3170 3098
internal_count=3722 3672 152 3520 244 178 127 3276 3219 3170 3098
is_linear=0
shrinkage=0.0995203


Tree=9218
num_leaves=26
num_cat=0
split_feature=18 17 2 2 2 0 0 2 26 26 18 10 10 26 5 2 26 29 0 9 5 1 26 2 18
split_gain=0.00857393 0.000698438 0.000797606 0.00190367 0.00101614 0.000804398 0.00164479 0.000944436 0.000890832 0.0020809 0.00121131 0.000732087 0.00110211 0.000776901 0.000708878 0.000683279 0.00160415 0.000688268 0.000624787 0.000593662 0.00240027 0.00068359 0.000579038 0.000476302 0.000318219
threshold=0.31227500000000008 0.0053950000000000014 -0.07360499999999999 -0.075609999999999997 -0.070354999999999987 -0.085684999999999997 -0.082494999999999999 -0.078289999999999985 0.087625000000000022 0.089795000000000028 0.0036600000000000005 0.086165000000000019 0.09056500000000002 0.082850000000000021 0.55459000000000014 -0.032624999999999994 0.092300000000000021 -0.045179999999999998 -0.074819999999999984 0.11408000000000003 -0.25464999999999999 -0.085349999999999995 0.0054200000000000012 -0.079739999999999991 0.092235000000000025
decision_type=2 2 2 2 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 5 -4 8 -7 -8 10 -10 -3 13 -13 14 22 16 -6 -17 -18 20 -15 -22 23 -1 -19
right_child=-2 2 4 -5 15 6 7 -9 9 -11 -12 12 -14 19 -16 17 18 24 -20 -21 21 -23 -24 -25 -26
leaf_value=-9.3312339291336295e-05 -0.0012749547073484689 -0.00042343839818856686 -0.00040749211498544279 0.00074121585278210495 0.00067737893207217939 0.00059049049446760168 -8.5721452772556374e-05 0.00038370453967786653 0.00064106061294812449 -0.00020202792950595592 0.00016396839420466664 -0.00057845155131969737 0 0.0006215708771281081 0.00042273626237621472 -0.00039930264157700016 -0.00029155430543595796 -8.5644386091104449e-05 0.00017911675738759464 -0.00031797846282699424 4.5168761603041211e-05 -0.00010822503979708029 0.00033851232909051912 6.6459519291812467e-05 0.00019594639754594203
leaf_weight=251 52 88 58 51 48 83 135 61 53 62 55 56 78 53 52 50 46 102 71 78 409 924 62 680 64
leaf_count=251 52 88 58 51 48 83 135 61 53 62 55 56 78 53 52 50 46 102 71 78 409 924 62 680 64
internal_value=0 1.1901e-05 8.16725e-05 0.000157604 -1.8166e-05 0.000100653 0.00021808 5.61988e-05 -2.31597e-05 0.000179408 -0.000191788 -1.49007e-05 -0.000241611 -2.46629e-06 6.27366e-05 3.8953e-05 0.000192848 -7.48162e-05 0 -4.95672e-05 -3.38711e-05 -6.05456e-05 4.30603e-05 2.25053e-05 1.79893e-05
internal_weight=0 3670 1027 588 439 537 279 196 258 115 143 2643 134 2509 1045 381 165 216 117 1464 1386 1333 993 931 166
internal_count=3722 3670 1027 588 439 537 279 196 258 115 143 2643 134 2509 1045 381 165 216 117 1464 1386 1333 993 931 166
is_linear=0
shrinkage=0.0995203


Tree=9219
num_leaves=16
num_cat=0
split_feature=17 10 10 6 26 3 3 23 17 17 1 3 3 3 1
split_gain=0.00742797 0.000716593 0.00106265 0.000618889 0.00189927 0.0038398 0.00623296 0.000486071 0.000354731 0.00116041 0.00450381 0.00056282 0.00114444 0.000788908 0.000556816
threshold=-0.57205499999999987 0.086165000000000019 0.09056500000000002 0.11642500000000001 0.096980000000000025 0.10850000000000003 0.096035000000000023 0.086650000000000019 -0.0046399999999999992 -0.011809999999999999 -0.083284999999999984 0.087975000000000012 0.087445000000000023 0.089655000000000026 -0.083284999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 7 5 6 -5 8 9 14 -11 12 -10 -13 -2
right_child=1 2 -4 4 -6 -7 -8 -9 11 10 -12 13 -14 -15 -16
leaf_value=-0.0011981736348485681 9.0543833657328313e-05 -0.0005090131058734657 1.7981270210462728e-05 -5.4832161697154413e-06 -0.00022209551797152074 -0.00025999998176706772 0.001506178465280922 -0.00027612789074256487 8.5855529290870475e-05 -0.000837464449410407 0.000103367779750636 -0.00026844550697779554 0.0006028300691851054 3.8410795101748655e-05 -3.1424485596029495e-05
leaf_weight=51 594 64 86 54 79 60 52 58 373 78 139 91 49 919 975
leaf_count=51 594 64 86 54 79 60 52 58 373 78 139 91 49 919 975
internal_value=0 1.11197e-05 -0.000201412 2.04064e-05 0.000173158 0.000366193 0.000728364 8.73272e-06 1.41213e-05 -1.51127e-05 -0.000231039 5.11539e-05 0.000147823 9.95281e-06 1.42292e-05
internal_weight=0 3671 150 3521 245 166 106 3276 3218 1786 217 1432 422 1010 1569
internal_count=3722 3671 150 3521 245 166 106 3276 3218 1786 217 1432 422 1010 1569
is_linear=0
shrinkage=0.0995203


Tree=9220
num_leaves=11
num_cat=0
split_feature=7 0 1 2 17 4 3 0 4 4
split_gain=0.000426163 0.000623323 0.000380592 0.000365598 0.00084137 0.000654846 0.000725791 0.000588947 0.000384282 0.000510761
threshold=-0.23801999999999998 -0.25289499999999993 -0.54365999999999992 0.12875500000000004 -0.5696199999999999 0.11474000000000002 0.13345500000000002 -0.096019999999999994 0.13630500000000004 0.12205500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7 -8 9 -6
right_child=1 2 3 5 8 6 7 -9 -10 -11
leaf_value=0.00028378315628507274 -0.0003507541035615995 0.000236784424875361 0.0004060432940943541 -0.00036120925983256272 -4.4076718027612397e-06 0.00025107126525511687 -0.0004104044989820755 3.7270840797080296e-05 0.00020059913530266838 -0.00025649138606004929
leaf_weight=50 52 64 50 79 3106 64 53 58 87 82
leaf_count=50 52 64 50 79 3106 64 53 58 87 82
internal_value=0 -8.46856e-06 -3.35808e-06 -7.88106e-06 6.65611e-07 -0.000122985 -1.07653e-05 -0.000169109 -5.2734e-06 -1.11484e-05
internal_weight=0 3695 3643 3579 3325 254 175 111 3275 3188
internal_count=3745 3695 3643 3579 3325 254 175 111 3275 3188
is_linear=0
shrinkage=0.0995203


Tree=9221
num_leaves=16
num_cat=0
split_feature=22 23 3 3 9 3 1 0 3 6 26 26 20 3 9
split_gain=0.000539443 0.000553857 0.000493377 0.00126728 0.00151147 0.00101379 0.0016861 0.000715097 0.000912717 0.000657271 0.000854824 0.00201383 0.000554589 0.000311127 0.000388229
threshold=0.13160500000000006 0.086085000000000023 0.10807500000000002 0.10583000000000002 0.088770000000000029 0.11089500000000001 -0.011155 0.12346000000000003 0.11308000000000003 0.11146500000000002 0.09032500000000003 0.096535000000000024 -0.15398499999999998 0.10426500000000002 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -5 6 -4 8 -7 13 -11 -12 -10 14 -1
right_child=-2 -3 5 4 -6 7 -8 -9 12 10 11 -13 -14 -15 -16
leaf_value=6.7087950169286191e-05 -0.00031328019992035375 0.00032320753196770225 0.00076884101670423081 -0.00078360754236716688 -1.538432822398712e-05 0.00041315680388537615 -4.621703423537664e-05 -0.00035183373226941954 0.00030342498846388578 -0.00044518854235959182 0.00035518350000020635 -0.00050530339685869784 -1.5995388862844413e-05 0.00021427318638649715 -2.5833279073418832e-05
leaf_weight=587 55 52 50 47 60 62 47 47 59 77 63 47 590 67 1835
leaf_count=587 55 52 50 47 60 62 47 47 59 77 63 47 590 67 1835
internal_value=0 5.18093e-07 -3.86927e-06 -2.43948e-05 -0.000360479 6.19832e-05 0.000365477 2.20656e-05 4.79333e-05 -1.06505e-05 -0.000190654 -5.03709e-06 1.17815e-05 2.54435e-06 -2.97474e-06
internal_weight=0 3690 3638 2783 107 855 97 758 711 2676 187 110 649 2489 2422
internal_count=3745 3690 3638 2783 107 855 97 758 711 2676 187 110 649 2489 2422
is_linear=0
shrinkage=0.0995203


Tree=9222
num_leaves=19
num_cat=0
split_feature=18 6 3 26 2 18 8 2 2 7 3 9 6 8 6 3 6 21
split_gain=0.000719883 0.000619743 0.000656038 0.000710814 0.00132309 0.00165787 0.000950876 0.000602591 0.000920452 0.000747234 0.000481394 0.000845268 0.000840606 0.000469746 0.000426305 0.000386667 0.000334224 0.00031982
threshold=0.19545000000000004 0.10681500000000003 0.092510000000000023 0.096980000000000025 -0.073884999999999992 -0.06656999999999999 -0.066829999999999987 0.10449500000000002 0.12185000000000003 -0.009689999999999999 0.11693000000000002 -0.042790000000000002 -0.085064999999999988 -0.082244999999999999 0.10313000000000001 0.10807500000000002 0.098855000000000012 -0.032929999999999994
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 -4 -6 -5 9 -9 -1 15 -12 -13 -2 16 -10 17 -11
right_child=13 2 3 6 5 -7 -8 8 10 14 11 12 -14 -15 -16 -17 -18 -19
leaf_value=0.00041038530271216163 0 -0.00042660126323001496 -0.00025283118271924362 -0.00061259195567747195 0.00072584513640483407 -9.7029589351429674e-05 0 -0.0004372599829576595 -3.3464138380206697e-05 -9.1507373908675726e-05 0.00010267610599813412 -0.00063405343219898069 -2.6019271173289122e-05 0.00041157303298272775 0.000300951111722059 0.00033756991409537266 -0.00022750432263356091 2.1068662965686752e-05
leaf_weight=47 48 65 75 46 47 47 57 73 58 276 74 48 48 67 49 48 60 2512
leaf_count=47 48 65 75 46 47 47 57 73 58 276 74 48 48 67 49 48 60 2512
internal_value=0 -1.14899e-05 -0.000140058 -6.85733e-05 5.29867e-05 0.000305699 -0.000275974 1.41896e-06 -0.000121953 1.63223e-05 -3.55907e-05 -0.000141679 -0.000338564 0.000241315 9.64659e-06 0.000126828 4.34723e-06 9.63049e-06
internal_weight=0 3630 337 272 169 94 103 3293 349 2944 276 170 96 115 2897 106 2848 2788
internal_count=3745 3630 337 272 169 94 103 3293 349 2944 276 170 96 115 2897 106 2848 2788
is_linear=0
shrinkage=0.0995203


Tree=9223
num_leaves=11
num_cat=0
split_feature=18 17 21 10 10 6 5 5 17 17
split_gain=0.00058495 0.000638041 0.000556205 0.000444686 0.00117066 0.000411505 0.000739533 0.00184566 0.00046392 0.000701899
threshold=0.19545000000000004 -0.21387500000000001 0.14680000000000004 0.090150000000000022 0.086275000000000018 0.10681500000000003 -0.045014999999999993 0.049800000000000011 0.5567700000000001 0.19454500000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 8 -7 -8 9 -1
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11
leaf_value=-5.7359351762555762e-06 0.00048982714382563269 2.8297110806990154e-06 -0.00026683520153709912 -0.00023481197387445005 0.00042617531908634414 0.00011725696633379344 -0.0005901846974192505 5.8618430472816396e-06 -0.00029951886999033355 0.00016131327760335627
leaf_weight=2780 49 66 82 81 63 89 82 131 49 273
leaf_count=2780 49 66 82 81 63 89 82 131 49 273
internal_value=0 0.000217452 -1.04205e-05 -4.26361e-06 8.86606e-07 -6.744e-06 -0.000117729 -0.000219759 3.79721e-06 8.93351e-06
internal_weight=0 115 3630 3548 3467 3404 302 213 3102 3053
internal_count=3745 115 3630 3548 3467 3404 302 213 3102 3053
is_linear=0
shrinkage=0.0995203


Tree=9224
num_leaves=14
num_cat=0
split_feature=19 18 18 18 18 8 8 18 3 24 10 10 8
split_gain=0.00113665 0.000470017 0.00042452 0.00155109 0.00112381 0.00080842 0.000798538 0.000515583 0.000467015 0.000442341 0.0004271 0.00245448 0.000233698
threshold=-0.07525999999999998 -0.45171999999999995 0.088635000000000019 0.089775000000000021 0.086800000000000016 -0.092984999999999998 -0.087844999999999993 0.10256000000000003 0.087495000000000031 0.083550000000000027 0.090150000000000022 0.086275000000000018 -0.409445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 9 8 -7 -8 -5 10 11 -3 -10
right_child=1 2 3 5 -6 6 7 -9 12 -11 -12 -13 -14
leaf_value=-0.00035866912983671109 0.0003420583427893239 9.0645191025144034e-06 0.00061557864374359465 -0.00039400157644637083 -0.00047565304090912405 0.00040022938073672767 -8.9528446880405755e-05 0.00012257195790439115 -0.00019336516066619552 -0.00029170682075250191 -0.00022584280334553072 0.00073538603920337111 6.8630252730292964e-05
leaf_weight=78 46 2554 51 50 48 79 159 372 55 47 70 47 82
leaf_count=78 46 2554 51 50 48 79 159 372 55 47 70 47 82
internal_value=0 2.47992e-05 2.05345e-05 8.21544e-05 1.34711e-06 4.69934e-05 0.000103246 5.752e-05 -0.000132126 1.00721e-05 1.56889e-05 2.25039e-05 -3.0575e-05
internal_weight=0 3660 3614 848 2766 797 610 531 187 2718 2671 2601 137
internal_count=3738 3660 3614 848 2766 797 610 531 187 2718 2671 2601 137
is_linear=0
shrinkage=0.0995203


Tree=9225
num_leaves=20
num_cat=0
split_feature=19 9 9 9 5 1 3 18 3 3 9 9 8 9 9 6 1 1 9
split_gain=0.000921916 0.000440697 0.00292675 0.00067682 0.000464298 0.000556562 0.000705887 0.00060155 0.000374508 0.000666354 0.000458137 0.000891113 0.00126338 0.000651093 0.000639431 0.00042138 0.00120428 0.000417991 0.000417346
threshold=-0.07525999999999998 0.097365000000000021 0.098720000000000016 0.09667000000000002 0.51100000000000012 -0.072005 0.12870500000000004 0.10307000000000002 0.086465000000000028 0.086965000000000028 0.084755000000000011 0.08401500000000002 -0.083390000000000006 0.083795000000000022 0.085145000000000012 0.11596500000000003 -0.048734999999999994 -0.087734999999999994 0.087495000000000031
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 8 5 -4 7 -7 10 -10 11 13 -13 -2 -12 18 -17 -16 -11
right_child=1 2 4 -5 -6 6 -8 -9 9 15 14 12 -14 -15 17 16 -18 -19 -20
leaf_value=-0.00032297429043602827 -1.738959172540965e-05 0.00074862778327762221 0.00029423158236600931 -0.00037123671692577232 -0.00026560091882896989 1.3053738787331706e-05 0.00026520197408468304 -0.00030667941473508674 0.00030384568592627803 -8.0585253469148196e-06 -0.00042371714220148105 1.0150721957213836e-05 0.00065244543809993207 -0.00040689604111347803 0.00016082264663773194 -0.00036911405365943131 0.00023632304514100487 -0.00014964506911319635 8.2838207359862742e-05
leaf_weight=78 365 62 80 46 49 232 82 76 88 1026 65 97 46 49 58 88 50 151 950
leaf_count=78 365 62 80 46 49 232 82 76 88 1026 65 97 46 49 58 88 50 151 950
internal_value=0 2.23312e-05 0.000101936 7.04395e-06 2.3105e-05 5.49459e-05 3.76254e-06 -6.31836e-05 1.30511e-05 3.47415e-05 -4.34396e-05 6.98992e-06 0.000222488 -6.5468e-05 -0.000148943 2.31522e-05 -0.000143821 -5.95697e-05 3.52275e-05
internal_weight=0 3660 581 3079 519 470 390 308 3033 2202 831 557 143 414 274 2114 138 209 1976
internal_count=3738 3660 581 3079 519 470 390 308 3033 2202 831 557 143 414 274 2114 138 209 1976
is_linear=0
shrinkage=0.0995203


Tree=9226
num_leaves=23
num_cat=0
split_feature=19 3 3 3 26 5 5 2 10 10 17 9 2 3 9 5 9 1 18 7 9 9
split_gain=0.000747769 0.000393808 0.00132264 0.000647841 0.00101396 0.00115397 0.00137315 0.00165639 0.000628152 0.00127316 0.000576142 0.000526683 0.000508692 0.000482467 0.000753673 0.00226533 0.00125195 0.00190642 0.000742 0.000429398 0.000712794 0.000413182
threshold=-0.07525999999999998 0.096385000000000012 0.097095000000000029 0.091475000000000015 0.11746500000000003 -0.093875 -0.040404999999999996 -0.078994999999999996 0.090150000000000022 0.086275000000000018 -0.55026999999999993 0.093235000000000026 -0.072624999999999981 0.086465000000000028 0.083955000000000016 -0.015214999999999999 0.085665000000000033 -0.0092949999999999994 0.090795000000000028 0.07988000000000002 0.10312000000000003 0.08488500000000003
decision_type=2 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 13 5 -5 7 -7 9 10 -4 -8 -12 19 15 -15 17 -16 -18 20 21 -2
right_child=1 2 8 4 -6 6 11 -9 -10 -11 12 -13 -14 14 16 -17 18 -19 -20 -21 -22 -23
leaf_value=-0.00029083184418169468 9.1346107812812181e-06 0.00055077898467763341 -0.00026799203418301074 0.00018899529091171848 0.00028882067626479261 -2.7161208096016096e-05 -0.00018916371041756216 -0.00077156942297201239 -0.00030526354549512336 0.00057109493777544895 0.00014635168794881526 0.00015193131329639155 5.5020727235834266e-06 0.00068020463918587958 0.00010866023571779799 -0.00012105274180245379 0.000147766145987052 -0.00066670572558917703 -9.7478163227487317e-05 -0.0003238167314102583 0.000357911403227112 -0.00014636157468435475
leaf_weight=78 557 53 58 72 54 50 138 82 49 46 381 64 801 71 64 66 505 59 157 47 48 238
leaf_count=78 557 53 58 72 54 50 138 82 49 46 381 64 801 71 64 66 505 59 157 47 48 238
internal_value=0 2.01087e-05 6.19208e-05 -5.07455e-06 -0.000110837 -0.00016601 -0.000244989 -0.000495798 4.18997e-05 5.57641e-05 3.59868e-05 -7.70414e-05 5.15954e-05 2.13229e-05 7.20422e-05 0.000288222 3.32711e-05 -0.000256608 8.83674e-05 -3.03001e-05 -1.29645e-05 -3.63867e-05
internal_weight=0 3660 1388 2272 460 406 334 132 1335 1286 1240 202 1182 1812 922 137 785 123 662 890 843 795
internal_count=3738 3660 1388 2272 460 406 334 132 1335 1286 1240 202 1182 1812 922 137 785 123 662 890 843 795
is_linear=0
shrinkage=0.0995203


Tree=9227
num_leaves=14
num_cat=0
split_feature=19 23 35 0 0 26 0 20 20 10 5 20 26
split_gain=0.000606637 0.000361563 0.000354035 0.000448035 0.00197252 0.00215236 0.000771368 0.000499373 0.00147465 0.000486942 0.000632262 0.000423277 0.000201552
threshold=-0.07525999999999998 0.086650000000000019 -0.076159999999999992 -0.073464999999999989 -0.071029999999999996 0.097315000000000026 -0.075424999999999992 0.096345000000000028 0.14849500000000004 0.086275000000000018 0.51775000000000015 0.059705000000000015 -0.084149999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 6 5 -5 7 11 -9 10 -6 -4 -2
right_child=1 -3 3 4 9 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.0002618881708525469 -0.00030915329521110187 -0.00020635913840775252 1.2162718028937814e-05 2.6188710421848143e-05 4.1747575423075303e-05 0.00099731572952092146 -0.0002933389018415322 0.00056678024229158601 -8.8442167979337001e-05 0.00027808041641303084 -0.0002781091124768512 -0.00028308647387138787 -5.6603076823245851e-06
leaf_weight=78 48 69 2309 47 682 47 82 61 73 76 67 49 50
leaf_count=78 48 69 2309 47 682 47 82 61 73 76 67 49 50
internal_value=0 1.81298e-05 2.26712e-05 2.81054e-05 8.78288e-05 0.000520461 6.46416e-06 1.66578e-05 0.000203722 3.75426e-05 1.20426e-05 5.68017e-06 -0.000162663
internal_weight=0 3660 3591 3493 919 94 2574 2492 134 825 749 2358 98
internal_count=3738 3660 3591 3493 919 94 2574 2492 134 825 749 2358 98
is_linear=0
shrinkage=0.0995203


Tree=9228
num_leaves=22
num_cat=0
split_feature=29 10 9 1 1 9 9 9 20 26 6 1 18 8 9 17 19 2 17 6 17
split_gain=0.000837579 0.000631246 0.000608839 0.000711641 0.00189453 0.000621438 0.00113978 0.00100156 0.00239768 0.00158606 0.00124327 0.000757918 0.00218558 0.000732616 0.000656468 0.000605944 0.000509951 0.000489831 0.00155567 0.00137175 0.000362444
threshold=0.12951500000000005 0.090150000000000022 0.096305000000000016 -0.061135000000000002 -0.077945 0.090465000000000031 0.08846500000000003 0.092150000000000024 -0.012970000000000001 0.091485000000000025 0.11413500000000003 -0.073844999999999994 -0.011569999999999999 -0.070134999999999989 0.09253500000000002 0.055875000000000015 0.12633000000000003 -0.046564999999999995 0.12439000000000001 -0.14723999999999998 -0.067414999999999989
decision_type=2 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 16 8 -7 -10 14 12 -8 -13 -9 -6 20 18 19 -5 -1
right_child=-2 -3 3 17 15 7 11 10 9 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=2.5712234620794971e-05 0.00041953465650611303 -0.00026817111855793364 -7.6639730868310299e-05 0.00057508564016656367 0.00030053728935996283 -0.0008497795436411958 0.00087191503211344202 0.00039436913958436202 0.00031295843407418367 -0.00036147033203139161 -0.00045601224138840058 -8.958475913933107e-05 1.064531967971313e-05 0.00036988514645609955 0 0.00081521300529142048 0.00030839555749234996 0.0002652860702293256 -0.00043717683654662619 -1.443627024463369e-05 -5.940321250935217e-05
leaf_weight=805 47 87 90 46 58 55 52 48 60 80 55 111 71 49 301 47 46 68 73 245 1250
leaf_count=805 47 87 90 46 58 55 52 48 60 80 55 111 71 49 301 47 46 68 73 245 1250
internal_value=0 -3.16447e-06 2.99536e-06 9.23306e-05 0.000250506 -1.55077e-05 6.93948e-06 -0.000106213 -0.000291682 -6.65821e-05 -1.4666e-05 0.00019468 0.000381415 4.60116e-05 5.25415e-05 0.000538713 -1.79592e-05 1.9037e-05 -2.47166e-05 7.59397e-05 -2.56628e-05
internal_weight=0 3697 3610 627 195 2983 2384 599 195 140 404 283 123 160 349 105 2101 432 364 291 2055
internal_count=3744 3697 3610 627 195 2983 2384 599 195 140 404 283 123 160 349 105 2101 432 364 291 2055
is_linear=0
shrinkage=0.0995203


Tree=9229
num_leaves=20
num_cat=0
split_feature=31 10 9 9 4 1 1 9 9 9 1 26 6 1 0 6 9 38 4
split_gain=0.000729354 0.000654789 0.000532942 0.000611684 0.000728107 0.00175727 0.00167338 0.000503314 0.000929084 0.00081093 0.00229302 0.00426239 0.00100762 0.00061666 0.00187875 0.000681309 0.00054666 0.000379464 0.000407278
threshold=0.090230000000000019 0.090150000000000022 0.096305000000000016 0.09697500000000002 0.10676500000000003 -0.076894999999999991 -0.061135000000000002 0.090465000000000031 0.08846500000000003 0.092150000000000024 -0.083284999999999984 0.090095000000000022 0.11413500000000003 -0.073844999999999994 -0.081284999999999982 -0.082809999999999995 0.094010000000000024 -0.081654999999999991 0.14646500000000004
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 5 -5 -7 8 17 10 -9 -12 16 14 -10 -15 -11 -1 -19
right_child=-2 -3 3 4 -6 6 -8 9 13 12 11 -13 -14 15 -16 -17 -18 18 -20
leaf_value=0.00022900669256364385 0.00039146821048073241 -0.00027611313432506141 0.00039679217910389218 -0.00041997800095647524 0.00034528873951626644 0.00051403793429513817 0 -0.00087840076533496521 0.00073063129397922338 0.00017067433260164786 -0.0007383869018059711 0.00035181753548927069 -0.00041062981973908887 0.00028063357699958729 -3.5310103305733961e-05 -0.00013183907174875247 -7.6656717150166067e-05 -1.6028885513024645e-05 -0.00028714873974769136
leaf_weight=60 47 85 58 79 74 76 343 46 62 178 58 91 55 69 61 91 171 1983 57
leaf_count=60 47 85 58 79 74 76 343 46 62 178 58 91 55 69 61 91 171 1983 57
internal_value=0 -2.97337e-06 3.2277e-06 8.65802e-05 5.36939e-05 8.72074e-06 9.15032e-05 -1.41075e-05 6.06883e-06 -9.57414e-05 -0.000262654 -6.70633e-05 -1.31508e-05 0.000175594 0.000344119 4.09234e-05 4.71436e-05 -1.63868e-05 -2.40056e-05
internal_weight=0 3697 3612 630 572 498 419 2982 2383 599 195 149 404 283 123 160 349 2100 2040
internal_count=3744 3697 3612 630 572 498 419 2982 2383 599 195 149 404 283 123 160 349 2100 2040
is_linear=0
shrinkage=0.0995203


Tree=9230
num_leaves=15
num_cat=0
split_feature=1 10 10 23 5 18 26 26 1 20 26 1 4 20
split_gain=0.000715142 0.000424764 0.000673138 0.000407441 0.000321222 0.000501953 0.000405446 0.000575102 0.000404521 0.000486562 0.000468647 0.00102978 0.000398099 0.000292419
threshold=0.62916000000000016 0.086165000000000019 0.09056500000000002 0.086650000000000019 -0.021235 -0.074709999999999985 0.087675000000000017 0.088605000000000017 0.056790000000000014 -0.06916499999999999 -0.23033499999999998 0.031740000000000011 0.10755500000000003 -0.0093149999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 13 12 -8 10 -10 -6 -12 -7 -1
right_child=-2 2 -4 -5 8 6 7 -9 9 -11 11 -13 -14 -15
leaf_value=6.5652398689626873e-05 0.00037552472633078416 -0.00039667161649758413 1.3010591411867378e-05 -0.0002623901190262294 0.00025643117304317197 -6.2309245181203752e-05 0.00038289027460507147 5.3919578061597711e-05 0.00032923703056348536 -7.1906983285306001e-05 -2.8303393335604386e-05 -0.00049293208275014567 8.6041981908551983e-05 0.00043956046334715825
leaf_weight=47 50 69 85 56 53 615 59 622 69 48 1624 49 250 48
leaf_count=47 50 69 85 56 53 615 59 622 69 48 1624 49 250 48
internal_value=0 -3.31909e-06 -0.000165233 3.49336e-06 8.002e-06 4.01946e-05 2.59621e-05 8.36228e-05 -2.0218e-05 0.000157668 -3.27506e-05 -4.24011e-05 -1.84868e-05 0.000263192
internal_weight=0 3694 154 3540 3484 1641 1546 681 1843 117 1726 1673 865 95
internal_count=3744 3694 154 3540 3484 1641 1546 681 1843 117 1726 1673 865 95
is_linear=0
shrinkage=0.0995203


Tree=9231
num_leaves=15
num_cat=0
split_feature=29 9 9 26 18 9 10 9 3 3 2 9 9 9
split_gain=0.000639172 0.000433487 0.00100004 0.000754878 0.000671111 0.000651323 0.00057972 0.000390167 0.000922908 0.000913129 0.000788709 0.000390988 0.0007169 0.000687088
threshold=0.12951500000000005 0.11296000000000002 0.11640000000000002 -0.0083299999999999989 0.10361000000000002 0.10892000000000003 0.090150000000000022 0.096305000000000016 0.099655000000000021 0.11061500000000002 -0.076524999999999996 0.090465000000000031 0.08846500000000003 0.092150000000000024
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 11 10 -10 -9 12 -1 -13
right_child=-2 2 3 4 -6 -7 -8 8 9 -11 -12 13 -14 -15
leaf_value=-1.4582763990985943e-05 0.00036625408171005565 0.00053223066561792934 -0.00021632790331048971 0.00035920079785430189 -0.00010316812151658739 -0.00035245845048838953 -0.00030823840786559396 8.2804644505623582e-05 -0.00026433650544680832 0.00015847576007202037 0.00057061507861684536 -0.00023819850642434748 0.00015404300427016869 -8.4440977126847155e-06
leaf_weight=2101 47 48 78 78 48 55 62 83 94 108 60 195 283 404
leaf_count=2101 47 48 78 78 48 55 62 83 94 108 60 195 283 404
internal_value=0 -3.00309e-06 0.0001227 2.23273e-05 0.000176563 -1.24359e-05 -6.67778e-06 -8.13778e-07 9.91191e-05 -3.42259e-05 0.000293205 -1.2646e-05 5.09109e-06 -8.46056e-05
internal_weight=0 3697 252 204 126 3445 3390 3328 345 202 143 2983 2384 599
internal_count=3744 3697 252 204 126 3445 3390 3328 345 202 143 2983 2384 599
is_linear=0
shrinkage=0.0995203


Tree=9232
num_leaves=31
num_cat=0
split_feature=8 18 8 18 8 18 18 26 18 2 2 0 26 2 2 2 2 9 26 18 2 9 2 26 9 0 1 8 9 3
split_gain=0.00230805 0.0119409 0.000879525 0.000822406 0.00107076 0.000947062 0.000968355 0.001872 0.00100725 0.000810276 0.000918891 0.00179803 0.00129892 0.000861596 0.000787733 0.000784419 0.000637407 0.000515123 0.0051303 0.0014993 0.000790435 0.000340034 0.000442901 0.000327422 0.000366759 0.00019801 0.000163735 0.000383399 0.000317915 0.000204461
threshold=-0.092984999999999998 -0.09404499999999999 -0.11257499999999999 -0.0079049999999999988 -0.089594999999999994 -0.0097449999999999985 -0.015069999999999998 0.087825000000000028 -0.020389999999999998 -0.078244999999999995 -0.082954999999999987 -0.073914999999999995 0.091570000000000026 -0.079739999999999991 -0.08385999999999999 -0.077115000000000003 0.097285000000000024 0.11351500000000002 0.11861500000000001 0.087505000000000013 -0.073194999999999996 0.085075000000000026 -0.079149999999999984 0.090545000000000028 0.08486500000000001 -0.095114999999999991 0.41379000000000005 -0.51030999999999993 -0.054184999999999997 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 2 2
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leaf_count=48 50 57 64 68 1248 53 61 50 58 57 198 50 56 52 50 75 81 53 54 85 490 47 51 60 179 46 87 48 54 127
internal_value=0 -0.000211712 -8.55949e-05 -2.50352e-06 -5.25883e-05 -3.7405e-05 -2.22021e-05 0.000259554 -4.5341e-05 4.94723e-05 0.000127074 0.000240344 0.000146647 0.000245448 1.18285e-05 -1.74951e-05 -2.69682e-05 8.25622e-06 4.80455e-05 -0.000164287 -3.91373e-05 -0.000249641 -0.000335497 7.37002e-05 0.000126053 -0.00046685 3.68918e-06 4.21627e-05 -1.19197e-05 4.46752e-05
internal_weight=0 629 581 3128 1601 1551 1498 111 1387 1527 713 356 306 250 357 814 1329 757 619 138 565 208 144 307 247 93 373 286 229 181
internal_count=3757 629 581 3128 1601 1551 1498 111 1387 1527 713 356 306 250 357 814 1329 757 619 138 565 208 144 307 247 93 373 286 229 181
is_linear=0
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Tree=9233
num_leaves=33
num_cat=0
split_feature=8 18 8 18 8 18 18 17 18 5 2 2 8 8 3 8 3 5 1 2 8 9 17 9 9 6 9 3 6 3 3 3
split_gain=0.00188176 0.00971302 0.000696041 0.000669098 0.000866781 0.000779068 0.000912732 0.00142624 0.0008158 0.000700092 0.000655616 0.000750031 0.00103063 0.00103035 0.000683122 0.00185792 0.00136751 0.00067126 0.00065484 0.000636315 0.000466816 0.000420561 0.00223115 0.00192433 0.000554659 0.000345768 0.000437657 0.000252196 0.000214589 0.000354853 0.000319473 0.000245604
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decision_type=2 2 2 2 2 2 2 2 2 2 2 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 28 4 -2 6 8 -8 9 -6 11 14 13 18 16 -16 20 -15 -13 -12 -5 23 -23 24 -21 -4 -27 -17 -3 30 31 -30
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leaf_count=46 50 69 83 53 1238 60 52 52 58 91 57 50 54 135 54 48 51 63 54 493 64 86 56 75 47 51 74 87 123 58 78 47
internal_value=0 -0.00019129 -7.99588e-05 -2.35854e-06 -4.75582e-05 -3.384e-05 -1.91127e-05 0.000264197 -4.09461e-05 -2.43456e-05 4.44954e-05 0.000114313 0.000216654 0.000141524 9.96669e-06 -0.000117358 0.00015808 4.09949e-06 0.000395288 -1.56539e-05 -2.26822e-05 7.43456e-06 -0.000145615 4.41039e-05 -2.00453e-05 -0.000225972 -0.00033205 7.46022e-05 0 3.67753e-05 -1.19151e-05 6.10262e-05
internal_weight=0 629 583 3128 1601 1551 1491 104 1387 1329 1527 713 356 302 357 189 168 198 104 814 117 757 142 615 540 208 125 135 375 306 248 170
internal_count=3757 629 583 3128 1601 1551 1491 104 1387 1329 1527 713 356 302 357 189 168 198 104 814 117 757 142 615 540 208 125 135 375 306 248 170
is_linear=0
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Tree=9234
num_leaves=34
num_cat=0
split_feature=8 18 8 18 8 20 20 20 8 9 8 8 1 3 8 9 1 8 18 18 0 0 3 2 5 6 9 6 3 1 1 6 9
split_gain=0.00153419 0.0078885 0.000597401 0.000552311 0.00100084 0.000929866 0.00118432 0.000951924 0.0006961 0.00176194 0.000634948 0.000818452 0.000835319 0.00189681 0.000760967 0.000872187 0.00203273 0.00161504 0.000676374 0.000612651 0.000490194 0.000696397 0.0007532 0.000776358 0.000568785 0.000366312 0.000409549 0.000172992 0.000283381 0.000311847 0.000200817 0.000187875 7.42011e-05
threshold=-0.092984999999999998 -0.09404499999999999 -0.11187999999999999 -0.0087699999999999983 -0.089594999999999994 -0.097019999999999995 -0.14797999999999997 -0.085594999999999991 -0.082014999999999991 0.083795000000000022 -0.080569999999999989 -0.065919999999999992 -0.076329999999999995 0.097880000000000023 -0.050299999999999997 0.11296000000000002 0.50996500000000011 0.11446000000000002 0.090725000000000014 -0.050324999999999995 -0.071029999999999996 -0.081094999999999987 0.087515000000000023 -0.08237499999999999 -0.082635 -0.03252 0.085850000000000024 -0.36821999999999994 0.14166500000000004 0.00095500000000000023 -0.076329999999999995 -0.098424999999999999 0.08846500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_weight=0 629 581 3128 1576 1529 118 1411 1345 444 1552 1010 195 122 815 719 612 107 96 901 542 487 408 189 219 198 102 383 313 255 157 98 96
internal_count=3757 629 581 3128 1576 1529 118 1411 1345 444 1552 1010 195 122 815 719 612 107 96 901 542 487 408 189 219 198 102 383 313 255 157 98 96
is_linear=0
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Tree=9235
num_leaves=17
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split_feature=2 2 7 7 9 10 4 5 26 11 18 2 21 3 2 2
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_count=3757 435 359 92 267 94 173 3322 3276 3217 3166 265 203 121 2901 2847
is_linear=0
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Tree=9236
num_leaves=26
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split_feature=3 18 18 18 2 3 8 17 17 20 3 3 18 9 3 26 2 0 0 6 17 2 8 18 17
split_gain=0.0044654 0.0125663 0.00178018 0.0086314 0.0012882 0.00116349 0.00142675 0.00199186 0.00176432 0.00104684 0.000921549 0.000948829 0.000881278 0.000853714 0.000933656 0.000721602 0.000681236 0.00065923 0.00293004 0.00103729 0.000523695 0.000862338 0.000821524 0.000384937 0.000312128
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=57 74 62 74 53 62 54 57 117 98 70 47 556 78 57 53 65 1421 46 52 73 52 62 61 46 292
leaf_count=57 74 62 74 53 62 54 57 117 98 70 47 556 78 57 53 65 1421 46 52 73 52 62 61 46 292
internal_value=0 0.00030285 -4.74216e-05 -0.000187794 -9.41416e-06 2.12291e-06 -0.000137706 -0.000287641 -0.000427645 -6.73496e-05 3.46142e-05 2.41073e-05 5.72396e-05 7.54217e-05 0.000305205 -7.38787e-05 1.24388e-05 -2.70989e-05 -9.53184e-05 0.000139109 -2.77744e-05 -0.000184177 0.000110529 -7.56813e-05 2.77629e-06
internal_weight=0 404 3335 706 2629 2555 477 272 215 632 2078 2031 205 347 110 143 1977 579 414 165 237 114 123 92 362
internal_count=3739 404 3335 706 2629 2555 477 272 215 632 2078 2031 205 347 110 143 1977 579 414 165 237 114 123 92 362
is_linear=0
shrinkage=0.0995203


Tree=9237
num_leaves=17
num_cat=0
split_feature=28 18 18 2 20 11 19 2 17 1 26 17 3 2 1 2
split_gain=0.009631 0.00159623 0.00676683 0.00110258 0.00107004 0.000905789 0.000630994 0.000578595 0.000577089 0.000572481 0.00084698 0.000697781 0.000566903 0.000551364 0.000537262 0.00047638
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -5 7 14 -9 10 11 -6 15 -12 -7 -11
right_child=-2 2 4 5 9 6 -8 8 -10 12 13 -13 -14 -15 -16 -17
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internal_weight=0 3670 736 2934 669 2860 2786 2695 2390 623 370 277 253 93 305 206
internal_count=3739 3670 736 2934 669 2860 2786 2695 2390 623 370 277 253 93 305 206
is_linear=0
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Tree=9238
num_leaves=22
num_cat=0
split_feature=27 17 18 18 20 8 8 18 5 10 17 8 26 26 17 18 8 0 17 17 17
split_gain=0.0036145 0.0151016 0.00153914 0.00582932 0.00129339 0.00101397 0.000895868 0.000833316 0.000817831 0.000778995 0.000626476 0.00118234 0.000622354 0.00175415 0.000444857 0.000381716 0.000365994 0.00121219 0.000499739 0.000469736 0.000140104
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decision_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 -5 7 8 -1 -3 16 20 14 13 15 -12 -6 17 -7 -18 -20 -9
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internal_value=0 0.00035621 -3.40113e-05 -0.00016666 -7.3333e-05 -7.5801e-07 -8.70683e-06 0.000111316 -0.000177272 -3.30453e-05 6.40588e-05 0.000123491 -2.38616e-05 -6.40645e-05 5.30501e-05 0 -2.19268e-05 -0.000190399 -1.12448e-05 -2.01492e-05 -0.000130911
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internal_count=3739 252 3487 694 630 2793 205 619 126 2174 536 414 566 497 356 446 2106 121 1985 1929 122
is_linear=0
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Tree=9239
num_leaves=15
num_cat=0
split_feature=28 18 18 20 4 2 0 0 2 8 19 5 9 18
split_gain=0.00735396 0.00126622 0.00688297 0.00104911 0.000956821 0.000848753 0.00053105 0.00205969 0.000918749 0.000536704 0.000489707 0.000461759 0.000508726 0.000413457
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 7 13 -8 -10 11 12 -7 -5
right_child=-2 2 3 6 -6 10 8 -9 9 -11 -12 -13 -14 -15
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leaf_weight=74 69 49 46 112 47 2582 56 51 49 68 91 61 137 247
leaf_count=74 69 49 46 112 47 2582 56 51 49 68 91 61 137 247
internal_value=0 -2.60799e-05 -0.000148893 -5.90254e-05 1.47647e-06 -5.35866e-06 -2.14554e-05 -8.43452e-05 0.000122858 -2.92802e-05 2.93624e-06 -4.21113e-06 -1.0576e-05 0
internal_weight=0 3670 678 629 2992 2945 583 410 173 117 2871 2780 2719 359
internal_count=3739 3670 678 629 2992 2945 583 410 173 117 2871 2780 2719 359
is_linear=0
shrinkage=0.0995203


Tree=9240
num_leaves=22
num_cat=0
split_feature=1 5 22 21 7 20 8 20 19 2 2 8 18 21 21 1 9 9 9 9 9
split_gain=0.00200199 0.00798713 0.00110268 0.000677812 0.00117089 0.000717034 0.00102928 0.000832697 0.000588424 0.000566609 0.000967488 0.000906404 0.000487918 0.0010552 0.000648028 0.000451121 0.000841357 0.00191361 0.00140415 0.000944482 0.000757994
threshold=-0.073844999999999994 -0.095609999999999987 0.12953000000000006 0.083750000000000019 -0.009689999999999999 0.096345000000000028 -0.020084999999999999 0.059705000000000015 0.11338500000000003 -0.086304999999999993 -0.084804999999999992 -0.086154999999999995 0.089365000000000014 0.089665000000000022 0.096415000000000015 -0.076894999999999991 0.09667000000000002 0.10312000000000003 0.095055000000000014 0.092855000000000021 0.091750000000000012
decision_type=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 7 -7 12 9 11 -11 -6 14 -14 -5 16 18 -18 19 20 -3
right_child=2 15 -4 5 8 6 -8 -9 -10 10 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0010377929350723729 -0.00058226326702837919 3.4468564055996724e-05 -0.00052029048946727191 -0.00012726170915476379 0.0003679747404792624 2.0991733440357235e-05 0.00062036253223351481 -0.0004030296515694115 0.00027410499878806148 -0.00051862094630114467 -9.1084958170804564e-05 -6.8311251650346805e-05 0.0005680818805809556 2.8791682983947886e-05 5.7165539244888291e-05 0.00031675744594701795 -0.00070114270173124449 0.00012747319862806361 0.0004966064730142658 -0.00034983396336846212 0.00041595548999024935
leaf_weight=86 46 1024 47 340 65 82 46 50 47 58 696 166 46 182 418 60 48 62 69 60 55
leaf_count=86 46 1024 47 340 65 82 46 50 47 58 696 166 46 182 418 60 48 62 69 60 55
internal_value=0 0.000106837 -4.2083e-05 -3.1693e-05 -8.86978e-05 2.03968e-05 0.000242786 -6.28973e-06 -6.59046e-05 -8.29595e-05 -0.000125058 5.09094e-05 1.29987e-05 0.000141186 -2.44791e-05 4.81425e-05 3.52931e-05 -0.000226663 5.98244e-05 3.26456e-05 5.46729e-05
internal_weight=0 1464 2289 2242 1078 1164 128 1036 1032 985 754 231 986 228 758 1378 1318 110 1208 1139 1079
internal_count=3753 1464 2289 2242 1078 1164 128 1036 1032 985 754 231 986 228 758 1378 1318 110 1208 1139 1079
is_linear=0
shrinkage=0.0995203


Tree=9241
num_leaves=22
num_cat=0
split_feature=5 5 0 21 2 21 9 7 20 17 8 18 18 2 26 8 18 2 21 6 18
split_gain=0.00167098 0.00594543 0.0139386 0.000859253 0.00124667 0.000637018 0.000951922 0.00211676 0.000910848 0.000627024 0.000610039 0.000915085 0.000615395 0.00120661 0.000697248 0.000571295 0.000454017 0.000471589 0.000446471 0.000527766 0.000306566
threshold=-0.14822499999999997 -0.095609999999999987 -0.087965000000000002 0.086565000000000017 -0.070724999999999996 0.12329000000000002 0.11408000000000003 0.081185000000000021 -0.09280999999999999 -0.56368999999999991 -0.088734999999999994 -0.091594999999999996 0.10256000000000003 0.097285000000000024 0.096980000000000025 -0.090274999999999994 0.11362500000000002 -0.055654999999999996 0.10403500000000003 -0.045589999999999999 0.10361000000000002
decision_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 -2 -5 6 7 8 -1 -3 11 -11 13 14 -12 20 -14 -18 19 -10 -13
right_child=1 9 -4 4 -6 -7 -8 -9 18 10 12 15 16 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.00044785412286538646 -0.00016610984275025636 0.0002761569417822776 0.0020897237537993926 -3.7976287279643301e-06 0.00068392206675748019 -0.00048765666564010943 -0.00044351463939626369 0.0005906867204252109 -0.00017272670195118977 0.00049538618886728867 0 5.20913681109323e-05 0.00034580352884417494 -0.00042231746928847127 -0.00016629488808535825 0.00030107234028332386 -4.879783936897679e-05 0.00024718244860818964 0.00018995654811090499 7.5641753277576711e-05 -0.00015486955614717657
leaf_weight=70 61 84 46 55 46 46 71 46 281 52 1570 297 64 80 297 76 165 77 60 116 93
leaf_count=70 61 84 46 55 46 46 71 46 281 52 1570 297 64 80 297 76 165 77 60 116 93
internal_value=0 4.59981e-05 0.000559748 0.000120257 0.000301316 -0.000125311 -9.81576e-05 -5.3936e-05 -0.000111756 8.28223e-06 0 9.75454e-05 -2.22281e-05 -4.31492e-05 -2.64635e-05 5.13944e-05 0.000108212 4.1995e-05 -5.84838e-05 -9.80935e-05 6.40093e-07
internal_weight=0 3063 208 162 101 690 644 573 527 2855 2771 518 2253 1947 1867 466 306 242 457 397 390
internal_count=3753 3063 208 162 101 690 644 573 527 2855 2771 518 2253 1947 1867 466 306 242 457 397 390
is_linear=0
shrinkage=0.0995203


Tree=9242
num_leaves=21
num_cat=0
split_feature=8 8 18 0 6 6 20 21 27 23 8 8 0 5 11 0 8 18 5 3
split_gain=0.00141418 0.0138452 0.00138161 0.00123795 0.00207778 0.000985945 0.00144669 0.00055983 0.000426398 0.000623741 0.000523366 0.00129754 0.00159927 0.000803651 0.000873276 0.000799246 0.000362101 0.00028872 0.000258698 0.000250412
threshold=-0.091134999999999994 -0.092299999999999993 -0.091229999999999992 -0.14680499999999999 -0.097455 -0.052844999999999996 -0.037429999999999998 -0.072824999999999987 -0.032854999999999995 -0.046924999999999994 -0.046889999999999994 -0.062834999999999988 -0.070134999999999989 -0.49053999999999998 -0.084014999999999992 -0.040384999999999997 -0.51030999999999993 -0.011569999999999999 -0.46244499999999994 0.087495000000000031
decision_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 18 -6 -7 -4 -5 -10 11 15 -13 -12 -15 -11 -9 -18 -2 -19
right_child=3 -3 7 8 5 6 -8 16 9 10 13 12 -14 14 -16 -17 17 19 -20 -21
leaf_value=0.00047608141849842396 -0.00076681856008105505 0.0015354373566923898 -0.0003709050975107982 0.00022965618365834242 0.00032367567533818587 -0.00058300195867592964 0.00011715094741977028 0.00019346429179148804 -0.0003553137210859859 8.1189138143862358e-06 0.00047159310260882689 0.00010840397802746075 -0.00062176925986519305 -0.00035045042742224683 7.4372152970563204e-05 -0.00039960172804571917 -0.00026864221625501501 -0.00011611243241546552 -0.00039811231378993945 3.9112960305768391e-05
leaf_weight=56 46 64 47 80 59 50 67 73 49 1648 47 46 76 51 696 49 51 160 58 280
leaf_count=56 46 64 47 80 59 50 67 73 49 1648 47 46 76 51 696 49 51 160 58 280
internal_value=0 0.000137198 1.80685e-06 -1.69428e-05 -0.000216315 -3.22087e-06 -0.000175063 -4.03221e-05 3.11765e-06 -3.3829e-06 2.90337e-06 -2.61956e-05 -0.000339748 7.05981e-05 4.42723e-05 -3.17142e-06 -1.1322e-05 -4.34361e-05 -0.000569066 -1.54721e-05
internal_weight=0 731 667 3022 280 176 117 611 2742 2662 2613 1819 122 794 747 1697 564 491 104 440
internal_count=3753 731 667 3022 280 176 117 611 2742 2662 2613 1819 122 794 747 1697 564 491 104 440
is_linear=0
shrinkage=0.0995203


Tree=9243
num_leaves=17
num_cat=0
split_feature=18 18 0 5 18 18 6 7 20 26 8 8 18 0 5 20
split_gain=0.00134232 0.0127123 0.00107273 0.000668753 0.000494395 0.00148445 0.00104966 0.000465652 0.000387865 0.000665032 0.00085872 0.000588227 0.000432131 0.000357238 0.00033147 0.000313032
threshold=0.085685000000000025 0.087505000000000013 -0.26289499999999993 0.23074000000000006 0.091085000000000013 0.092750000000000013 0.086420000000000011 -0.074334999999999998 0.0057800000000000013 -0.23202999999999999 0.11023500000000003 -0.0024749999999999998 -0.085454999999999989 -0.13955999999999999 -0.091229999999999992 0.10481500000000003
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 -3 -4 9 -9 12 15 -11 -7 -15 -10
right_child=1 3 7 -5 5 13 -8 8 11 10 -12 -13 -14 14 -16 -17
leaf_value=-0.00049968977937955785 0.0015421279930280145 4.8169270204159366e-05 -0.00031267401606767983 0.00032715072011597982 0.00055241290321450358 -0.00020458451183370073 -0.00049997968534508006 -0.0002980580140438444 0.00020769735554905516 4.2651874190271247e-05 0.00041130894774329832 0.00037692940754276394 -4.72794401204336e-05 -0.00013528234936676273 5.7900553525897973e-05 -0.0001165355749046797
leaf_weight=46 58 80 51 65 50 82 58 82 47 777 47 63 1624 109 435 79
leaf_count=46 58 80 51 65 50 82 58 82 47 777 47 63 1624 109 435 79
internal_value=0 0.000114906 -2.25073e-05 1.98011e-05 -3.73585e-06 3.02767e-05 -0.00017628 -1.42875e-05 -8.38957e-06 -1.89454e-05 -9.26165e-06 0.000128582 -1.78354e-05 -1.01198e-05 1.76881e-05 0
internal_weight=0 937 2816 879 814 676 138 2770 2719 2530 2448 189 2401 626 544 126
internal_count=3753 937 2816 879 814 676 138 2770 2719 2530 2448 189 2401 626 544 126
is_linear=0
shrinkage=0.0995203


Tree=9244
num_leaves=18
num_cat=0
split_feature=18 20 20 28 10 17 17 17 3 2 17 17 2 2 2 3 1
split_gain=0.00515408 0.00206811 0.0228482 0.00107131 0.00110032 0.000781514 0.000693788 0.000542975 0.000492254 0.00079522 0.000492141 0.000339308 0.00041374 0.000543932 0.000461703 0.000394095 0.000387206
threshold=0.26473000000000008 -0.080869999999999984 -0.081424999999999984 0.083225000000000021 0.09056500000000002 -0.35269999999999996 -0.092124999999999999 -0.14679499999999998 0.088605000000000017 -0.076254999999999989 -0.078119999999999995 0.12439000000000001 -0.087359999999999993 -0.086050000000000001 -0.095204999999999998 0.10850000000000003 -0.012865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 5 8 7 -7 -3 -10 -8 12 14 -14 16 -15 -1
right_child=-2 3 -4 -5 -6 6 10 -9 9 -11 -12 -13 13 15 -16 -17 -18
leaf_value=-0.0001144694554640883 -0.00081803594524119613 -0.0003921886281770165 0.002258143688879393 -0.00042087620623191565 0.00041205591637704546 8.4564483184028923e-06 -0.00019769325420093166 0.00026035923967708134 2.1382114287939758e-05 -0.00030774545740894351 5.7389323085466718e-06 -0.00015156800008607046 0.00043490313645140621 0.0001262967760397824 -0.00028528400766227339 -0.00011645486285149705 0.0002646405176638957
leaf_weight=57 72 64 49 60 64 167 125 188 219 106 1968 86 47 285 63 83 48
leaf_count=57 72 64 49 60 64 167 125 188 219 106 1968 86 47 285 63 83 48
internal_value=0 3.19684e-05 0.000183524 -4.50518e-06 3.82424e-06 -5.09653e-06 1.54252e-05 0.000144164 -0.000136346 -8.34453e-05 -6.0195e-06 3.03472e-05 5.85862e-05 0.000112697 -7.02078e-05 6.93212e-05 5.10416e-05
internal_weight=0 3679 718 2961 2901 2837 2448 355 389 325 2093 669 583 415 168 368 105
internal_count=3751 3679 718 2961 2901 2837 2448 355 389 325 2093 669 583 415 168 368 105
is_linear=0
shrinkage=0.0995203


Tree=9245
num_leaves=22
num_cat=0
split_feature=18 1 1 9 9 3 26 10 5 3 3 26 5 9 1 3 1 3 5 18 26
split_gain=0.00417949 0.00212771 0.0232213 0.000875543 0.00215762 0.000806865 0.000988705 0.000717036 0.000734411 0.000778387 0.00345052 0.000840449 0.000608059 0.00073865 0.000568377 0.000688153 0.000931588 0.00084829 0.000458724 0.000618522 0.000577865
threshold=0.26473000000000008 0.066150000000000028 0.081675000000000011 0.11408000000000003 0.10407500000000001 0.16149500000000003 0.10264000000000002 0.09056500000000002 0.040570000000000016 0.11089500000000001 0.11492500000000001 0.095385000000000011 0.058505000000000008 0.095415000000000014 -0.0084199999999999987 0.087745000000000031 0.0036400000000000009 0.092635000000000023 -0.082635 0.091085000000000013 0.11991000000000003
decision_type=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 5 6 -4 8 14 12 -11 -12 -10 -14 18 16 -16 -17 19 -1 -20
right_child=-2 2 3 -5 -6 -7 -8 -9 9 10 11 -13 13 -15 15 17 -18 -19 20 -21 -22
leaf_value=-0.00019077507211624219 -0.0007366249297544959 0.0021677065363122899 9.6785478058216781e-05 -0.00028646546074807372 0.00070107771750635894 -0.00038962455340526094 -0.00035438156460141057 0.00037748511479470965 -0.00033550029802695779 -0.00098072237101012091 8.3123152504727769e-05 -0.0003828821913731585 -5.743863607074029e-05 0.0002253067183856912 -0.0003964577800315616 0.00016976866765129538 8.8064253858168579e-05 -0.00011933375584167197 9.2347332206580281e-05 0.00010691664993114676 -0.00023992451894367707
leaf_weight=162 72 54 413 81 48 47 54 47 59 50 134 53 448 115 115 176 56 234 1163 117 53
leaf_count=162 72 54 413 81 48 47 54 47 59 50 134 53 448 115 115 176 56 234 1163 117 53
internal_value=0 2.87869e-05 0.000185379 1.76271e-05 6.2912e-05 1.72405e-06 4.28633e-05 -7.53978e-06 -1.39844e-05 -9.15318e-05 -0.000245529 -4.45756e-05 -3.15382e-05 0 1.77086e-05 -6.52104e-05 -0.000232997 2.7721e-06 5.04809e-05 -6.30025e-05 7.71919e-05
internal_weight=0 3679 697 643 562 514 467 2982 2935 859 237 187 622 563 2076 581 171 410 1495 279 1216
internal_count=3751 3679 697 643 562 514 467 2982 2935 859 237 187 622 563 2076 581 171 410 1495 279 1216
is_linear=0
shrinkage=0.0995203


Tree=9246
num_leaves=25
num_cat=0
split_feature=20 20 26 0 0 26 29 1 0 0 26 10 10 26 30 17 2 17 6 4 8 2 17 17
split_gain=0.00232178 0.0181502 0.00125001 0.00407135 0.00811956 0.00269185 0.000886148 0.000644944 0.00162478 0.000719404 0.000717562 0.000582234 0.000762484 0.000603239 0.000657149 0.00055295 0.000291652 0.000368434 0.000338165 0.000490031 0.000440508 0.000321121 0.00135335 0.000706827
threshold=-0.080869999999999984 -0.081424999999999984 0.095525000000000013 -0.096359999999999987 -0.117355 0.097315000000000026 0.097705000000000028 -0.082489999999999994 -0.077945 -0.071029999999999996 0.11991000000000003 0.090860000000000024 0.086165000000000019 -0.23033499999999998 0.090320000000000025 -0.012064999999999999 0.11804000000000002 -0.46515999999999996 -0.087825 0.086380000000000026 -0.085764999999999994 -0.086304999999999993 0.11180000000000002 0.0065250000000000013
decision_type=2 2 2 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 6 4 -4 -5 11 15 10 -10 -9 12 13 -2 -15 -7 17 -1 19 20 -19 22 -20 -23
right_child=2 -3 3 5 -6 7 -8 8 9 -11 -12 -13 -14 14 -16 -17 -18 18 21 -21 -22 23 -24 -25
leaf_value=0.00021922193139469661 0.00037590256715877053 0.0019819477825154387 0.00018141827624882625 -0.00059926997756212623 -0.0016266080934894446 0.00045624262492906774 -0.00039698476683549112 -0.00062511738509576182 0.00028433315803684517 -2.315669201742815e-05 -6.8812269509557335e-05 0.00032716145782940922 -0.00037385924138213643 2.3026011402457781e-05 -0.00024722304361033239 0 0.00025904190663099803 0 -0.0001380392437276568 -0.00013249391104087774 0.00038559572132907429 -4.322970330779273e-05 0.00044658017757860592 -0.00049036986124426768
leaf_weight=78 46 51 47 76 50 59 52 53 117 200 47 59 50 2003 93 48 54 50 135 55 68 158 55 47
leaf_count=78 46 51 47 76 50 59 52 53 117 200 47 59 50 2003 93 48 54 50 135 55 68 158 55 47
internal_value=0 0.00016907 -2.65087e-05 -0.000143348 -0.000742115 -4.51825e-05 8.497e-06 3.36191e-05 -2.04998e-05 8.77509e-05 -0.00037184 1.82277e-05 9.5389e-06 1.88706e-05 1.06444e-05 0.000252181 3.5819e-05 1.58923e-05 -1.05885e-05 0.000103681 0.0002207 -6.27081e-05 2.68842e-05 -0.000149738
internal_weight=0 751 3000 697 97 600 2303 524 417 317 100 2251 2192 2142 2096 107 700 646 568 173 118 395 190 205
internal_count=3751 751 3000 697 97 600 2303 524 417 317 100 2251 2192 2142 2096 107 700 646 568 173 118 395 190 205
is_linear=0
shrinkage=0.0995203


Tree=9247
num_leaves=31
num_cat=0
split_feature=18 1 1 9 9 3 26 20 20 20 6 26 9 9 2 2 26 9 18 0 1 3 3 0 9 0 20 9 26 8
split_gain=0.0035058 0.00186015 0.0187575 0.000760093 0.00175942 0.000644115 0.000695596 0.000631929 0.000939515 0.00152862 0.00109182 0.00123677 0.000546348 0.00124462 0.0013603 0.00148085 0.0011037 0.00109777 0.000852068 0.000832563 0.000486143 0.000863341 0.000794613 0.000430033 0.00061659 0.00165737 0.00140502 0.000568661 0.00154581 0.000745538
threshold=0.26473000000000008 0.066150000000000028 0.081675000000000011 0.11408000000000003 0.10407500000000001 0.16149500000000003 0.10264000000000002 -0.0071449999999999994 -0.081374999999999989 -0.080674999999999997 -0.10032499999999998 0.083825000000000024 0.09227500000000001 0.095055000000000014 -0.072419999999999998 -0.065379999999999994 0.11861500000000001 0.091555000000000011 0.090540000000000023 -0.077544999999999989 -0.048734999999999994 0.088805000000000023 0.092115000000000016 -0.084269999999999998 0.083925000000000013 -0.085684999999999997 -0.091229999999999992 0.088995000000000019 0.084735000000000019 0.0012600000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 -4 8 23 -10 -11 -12 17 18 16 -16 -15 20 19 -14 22 -22 -9 24 26 -26 -1 28 -25 -29
right_child=-2 2 3 -5 -6 -7 -8 12 9 10 11 -13 13 14 15 -17 -18 -19 -20 -21 21 -23 -24 27 25 -27 -28 29 -30 -31
leaf_value=0.00029047956828147039 -0.00067620172698039437 0.0019529398046660444 8.9522230277391178e-05 -0.00026273710095493048 0.00063904665942887023 -0.00034203431285405994 -0.00028826193212017342 5.2012367802914579e-05 -0.00070797632620041545 -0.00054251168388925455 0.00019745381756588787 -0.00016500142479236506 -0.0001282310758442662 7.6448916804519249e-05 -0.00053486429268763337 7.4009104877960201e-05 0.00062330497205550779 0.00051894145324836492 4.2140601693650422e-05 -0.00069324023952896407 -4.2346623119115914e-05 0.0003576892923435135 -0.00017928837883303574 3.2163585355132811e-05 2.7725871597579151e-05 0.0007418275113754573 -0.00038342403270271613 0.00036838184917140023 -0.00062618735622603429 -0.00011194332663189167
leaf_weight=58 72 54 413 81 48 47 54 906 47 52 131 315 52 163 67 92 49 50 49 61 91 119 175 96 116 46 64 54 54 75
leaf_count=58 72 54 413 81 48 47 54 906 47 52 131 315 52 163 67 92 49 50 49 61 91 119 175 96 116 46 64 54 54 75
internal_value=0 2.48212e-05 0.000171253 2.03518e-05 6.26095e-05 7.18608e-06 4.40854e-05 -9.13068e-06 -6.89138e-05 -0.000162226 -0.000109076 -5.67049e-05 2.57792e-05 -5.8682e-05 3.98779e-05 -0.000177412 0.000206706 5.996e-05 -0.000289449 -0.000440481 4.15497e-05 0.000180442 1.38105e-05 1.9961e-05 0.00010728 0.000235549 -5.63336e-05 -6.5989e-05 -0.000199385 8.27772e-05
internal_weight=0 3679 697 643 562 514 467 2982 1108 545 498 446 1874 533 371 159 212 1341 162 113 1291 210 1081 563 284 162 122 279 150 129
internal_count=3751 3679 697 643 562 514 467 2982 1108 545 498 446 1874 533 371 159 212 1341 162 113 1291 210 1081 563 284 162 122 279 150 129
is_linear=0
shrinkage=0.0995203


Tree=9248
num_leaves=29
num_cat=0
split_feature=17 21 21 21 3 20 2 3 9 3 3 3 21 21 9 2 3 3 26 3 21 20 3 3 3 1 18 9
split_gain=0.00144922 0.000778585 0.00434571 0.0133517 0.00158747 0.000680637 0.000976501 0.000894151 0.00133643 0.000671058 0.001191 0.000925919 0.00166231 0.000828083 0.000806969 0.000773693 0.000765271 0.000664291 0.000993216 0.00062444 0.000756181 0.000542831 0.000461114 0.000419523 0.000694247 0.000627696 0.000952856 0.000398838
threshold=-0.57205499999999987 0.085470000000000018 0.089350000000000027 0.088590000000000016 0.087625000000000022 -0.0096699999999999998 -0.084804999999999992 0.087625000000000022 0.087635000000000032 0.094525000000000012 0.092635000000000023 0.11462500000000002 0.093835000000000016 0.098250000000000018 0.089645000000000016 -0.082084999999999991 0.08844500000000001 0.097595000000000029 0.084735000000000019 0.10648500000000002 -0.078089999999999993 -0.0058900000000000003 0.13977500000000004 0.091615000000000016 0.092510000000000023 -0.50763499999999995 -0.11533 0.11408000000000003
decision_type=2 2 2 2 2 2 2 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 -2 -9 10 14 12 -11 -14 16 -13 -4 18 -8 -19 -21 -7 -17 25 -25 -23 -27 -26
right_child=1 2 9 -5 -6 21 17 8 -10 11 -12 15 13 -15 -16 22 -18 19 -20 20 -22 23 -24 24 27 26 -28 -29
leaf_value=0.00049373384168114915 0.00021358638255402661 -0.00037397597042427129 2.4708281770915626e-05 -0.0020107223447101133 0.00024467963544357144 -0.00036399702902470779 0.00062051250748781982 -0.0005326887582362055 9.9692284218734628e-05 0.00068012808338179041 -0.00051859118757765458 -0.00044170228590789727 -0.00027078617072201017 0.00015055731737848642 0.0002213550671070131 8.3552153702654746e-05 -0.00034956752834352958 -0.00019502056621962502 0.0001000901300761876 -4.6804411810222561e-05 0.00048473386307247129 0.00037907585478050304 -0.00017852643781766581 -0.00044437710611310401 -2.2854437004278591e-05 -0.00042972703111563489 2.3977524321734068e-05 -0.00025063198053435284
leaf_weight=52 69 89 114 46 75 47 75 68 61 52 63 48 57 228 83 186 97 57 79 50 51 46 103 48 665 48 1010 88
leaf_count=52 69 89 114 46 75 47 75 68 61 52 63 48 57 228 83 186 97 57 79 50 51 46 103 48 665 48 1010 88
internal_value=0 -3.45079e-05 -9.87966e-05 -0.000511553 -8.60626e-05 -1.76988e-06 0.000100245 -6.95298e-05 -0.00022731 -1.393e-05 -0.00012485 4.36069e-05 0.000161006 6.34162e-05 -3.76925e-05 -7.13628e-05 -0.000143472 0.000210611 0.000358858 6.09354e-05 0.000213491 -2.88428e-05 -7.02042e-06 -2.01442e-05 -7.51825e-05 1.9047e-05 2.61981e-06 -5.0561e-05
internal_weight=0 3703 1241 210 164 2462 510 198 129 1031 357 674 337 285 294 337 211 312 154 158 101 1952 289 1905 801 1104 1058 753
internal_count=3755 3703 1241 210 164 2462 510 198 129 1031 357 674 337 285 294 337 211 312 154 158 101 1952 289 1905 801 1104 1058 753
is_linear=0
shrinkage=0.0995203


Tree=9249
num_leaves=26
num_cat=0
split_feature=1 1 20 1 9 4 18 21 9 18 21 20 21 18 9 9 1 9 1 9 9 2 2 21 1
split_gain=0.000856705 0.0196372 0.00116745 0.000807355 0.000792546 0.00241251 0.000729233 0.00103728 0.000977568 0.000680731 0.000606145 0.000858776 0.000457816 0.000444052 0.000466824 0.00180296 0.000691458 0.0006384 0.000604506 0.000875371 0.000835148 0.000399604 0.000583692 0.000356503 0.000157076
threshold=0.064860000000000015 0.078505000000000019 -0.0071449999999999994 0.41291000000000005 0.11408000000000003 0.14727500000000002 -0.14734 0.10940500000000002 0.089025000000000021 0.19545000000000004 0.09865500000000002 -0.072005 0.11853500000000002 -0.120155 0.089255000000000015 0.08846500000000003 0.0049450000000000015 0.08888500000000002 -0.082849999999999993 0.098720000000000016 0.09143500000000003 -0.083344999999999989 0.13398000000000002 0.11228000000000003 -0.047889999999999995
decision_type=2 2 2 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 10 5 21 7 8 -1 13 11 -3 -9 -8 15 16 -15 -17 19 -16 -20 -4 -23 -12 -11
right_child=1 2 4 -5 -6 -7 9 12 -10 24 23 -13 -14 14 18 17 -18 -19 20 -21 -22 22 -24 -25 -26
leaf_value=0.00010566035219743964 -0.0018778493060375599 0.00045953811778004294 -0.0003643957929658005 0.00053911337009000652 -0.00046541912516451532 0.00063183961209429618 -0.00028234938746470267 -0.00029929584769162055 0.00063952272246761634 8.1729023873227156e-05 -0.00027919254950098415 -4.44461205626055e-05 0.00011146709399785726 -3.6166461850256077e-05 0.00021295212960497397 0.00068698002013887018 0.00019824121091082628 0.00017421774761738564 -0.00032566157846031647 -0.000237619507596118 -6.197210290436169e-05 2.6878387822476745e-05 -0.00033464841350730424 9.294416120611673e-05 0.00033833638986136103
leaf_weight=87 58 76 62 53 47 47 66 49 61 57 48 55 56 1428 141 47 136 61 154 60 581 156 60 50 59
leaf_count=87 58 76 62 53 47 47 66 49 61 57 48 55 56 1428 141 47 136 61 154 60 581 156 60 50 59
internal_value=0 -0.000122574 3.18411e-05 0.000185459 -8.24104e-05 -2.45025e-05 -1.02473e-06 0.000160469 0.00033123 -1.59626e-05 0.000100034 0.000241693 -7.24259e-05 -2.64746e-05 -1.96854e-05 1.1393e-05 -1.52598e-05 0.000404944 -7.60761e-05 7.43803e-05 -0.000118335 -0.000138412 -6.97558e-05 -8.09736e-05 0.000219302
internal_weight=0 712 654 282 372 325 3043 253 148 2790 229 131 105 2674 2608 1672 1564 108 936 201 735 278 216 98 116
internal_count=3755 712 654 282 372 325 3043 253 148 2790 229 131 105 2674 2608 1672 1564 108 936 201 735 278 216 98 116
is_linear=0
shrinkage=0.0995203


Tree=9250
num_leaves=21
num_cat=0
split_feature=5 5 21 36 9 3 4 9 18 10 8 8 18 9 9 5 21 26 6 3
split_gain=0.000727036 0.00830886 0.000602477 0.000753817 0.000865435 0.00197829 0.00106423 0.000630745 0.000507416 0.000493001 0.000512704 0.00107628 0.000668024 0.000815992 0.00072874 0.000578689 0.000563882 0.000363414 0.000770603 0.000423907
threshold=-0.14035499999999998 -0.16926499999999997 -0.075024999999999994 0.088355000000000031 0.11408000000000003 0.14940500000000004 0.12205500000000002 0.089645000000000016 0.31227500000000008 0.088630000000000028 -0.086914999999999992 -0.086404999999999996 -0.015440000000000001 0.084055000000000032 0.081095000000000014 -0.11065499999999999 -0.01137 0.087825000000000028 0.092120000000000021 0.08622500000000001
decision_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 6 -4 -1 9 10 12 -12 13 14 -2 -13 -17 19 -19 -14
right_child=8 -3 3 -5 -6 -7 -8 -9 -10 -11 11 15 17 -15 -16 16 -18 18 -20 -21
leaf_value=0.00042348333393595576 0.00016215830662208094 -0.0010007999721938197 -9.4769304989224732e-06 0.00034425456400927667 -0.00047450856917904797 0.00055127549482319961 -0.00041077461800580184 -3.9121787054086686e-05 0.00030202960593748524 0.00026688516632740759 -0.00050859860501455915 0.00031787899325079499 -0.00017193707699281861 -4.0172327857103988e-05 0.00070218522973098795 0.00010176760494944623 -5.3876012833481894e-05 0.00021964560694881418 -0.00021299761907378755 4.6288984353357371e-05
leaf_weight=66 65 91 293 48 47 52 86 47 54 64 47 47 167 65 46 261 1818 160 53 178
leaf_count=66 65 91 293 48 47 52 86 47 54 64 47 47 167 65 46 261 1818 160 53 178
internal_value=0 -0.000110952 1.44902e-05 -2.89253e-05 -6.81121e-05 -2.18956e-05 -0.000102697 0.000223828 -2.45554e-08 -5.79014e-06 -1.20749e-05 -3.65994e-05 5.94142e-05 0.000228577 0.000393328 -2.57797e-05 -3.39426e-05 4.59093e-06 0.000108149 -5.69723e-05
internal_weight=0 730 639 526 478 431 379 113 3025 2971 2907 2173 734 176 111 2126 2079 558 213 345
internal_count=3755 730 639 526 478 431 379 113 3025 2971 2907 2173 734 176 111 2126 2079 558 213 345
is_linear=0
shrinkage=0.0995203


Tree=9251
num_leaves=19
num_cat=0
split_feature=17 0 0 20 20 3 18 0 21 5 3 8 20 6 18 26 5 26
split_gain=0.00104846 0.000701095 0.0132313 0.000758923 0.00171214 0.00147523 0.00311573 0.00187897 0.000969648 0.000582893 0.000657906 0.000542208 0.000526818 0.000757043 0.000347425 0.000375902 0.000291471 0.000148654
threshold=-0.57205499999999987 -0.096359999999999987 -0.095114999999999991 -0.0073549999999999996 -0.042414999999999994 0.10850000000000003 0.089365000000000014 -0.14680499999999999 0.097640000000000018 -0.49053999999999998 0.16149500000000003 -0.091134999999999994 0.096345000000000028 -0.094839999999999994 0.22074500000000005 -0.2382 -0.11065499999999999 0.056820000000000016
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 7 -2 -7 -4 14 16 13 -13 15 -11 17 -5
right_child=1 2 9 11 -6 8 -8 -9 -10 10 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=0.00042326827305853908 -0.00036685168192337851 -0.0016387928102763606 0.00030491211202410989 9.6632485126064163e-05 0.00068712245673117314 5.0309655760837583e-06 0.00093470400617969311 0.00025604270627843797 -0.00053694858823861188 -0.00029819434214606473 -0.00029722888096449739 -0.00052098513585533703 5.906284193281267e-05 -5.017035247719482e-05 0.00021144596806046544 -1.8439885790753688e-05 0.0002279331812562785 -0.00011838110076225838
leaf_weight=52 72 51 53 57 51 83 48 142 51 49 87 64 71 81 63 2536 75 69
leaf_count=52 72 51 53 57 51 83 48 142 51 49 87 64 71 81 63 2536 75 69
internal_value=0 -2.6034e-05 -5.00703e-05 5.19988e-05 0.000142518 7.03125e-05 0.000209201 4.26454e-05 -0.000195136 -2.07147e-05 -2.73241e-05 -4.30696e-05 -0.000153766 -0.000263624 -1.81473e-05 -2.40595e-05 7.18147e-05 -1.4616e-05
internal_weight=0 3703 2839 864 447 396 262 214 134 2788 2735 417 216 145 2648 2585 201 126
internal_count=3755 3703 2839 864 447 396 262 214 134 2788 2735 417 216 145 2648 2585 201 126
is_linear=0
shrinkage=0.0995203


Tree=9252
num_leaves=17
num_cat=0
split_feature=8 8 18 0 0 0 1 24 7 1 18 27 2 18 21 21
split_gain=0.00579828 0.0232211 0.0152677 0.00440913 0.0415394 0.00105882 0.000828292 0.000782677 0.000554973 0.000620643 0.000432629 0.000885709 0.000364022 0.000585471 0.000319548 0.000372463
threshold=-0.083504999999999982 -0.083944999999999992 -0.10387 -0.084084999999999993 -0.083275000000000002 -0.084759999999999988 0.51613500000000012 0.083550000000000027 0.078295000000000017 0.41897000000000012 0.19545000000000004 0.085370000000000015 -0.084924999999999987 0.087065000000000017 -0.080634999999999998 -0.018669999999999996
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 14 7 8 9 10 11 -2 -6 -14 -4 -16
right_child=6 -3 3 4 12 -7 -8 -9 -10 -11 -12 -13 13 -15 15 -17
leaf_value=0.0016330676185392571 -8.6821037630325486e-06 0.0022701101972004683 0.00018512254154372609 0.0030849145682188247 0.00021424668913047371 -0.00044521660586644958 0.00040761248334227242 -0.00040437189074481086 -0.00028089436286000394 0.00027930783200371366 0.00022332441322449903 -0.00044231760377684635 -0.00020157190750080611 9.1092698055627178e-05 -0.00028330649673254967 4.3016914175469185e-06
leaf_weight=67 1907 54 91 49 52 54 46 51 72 76 75 48 153 117 47 794
leaf_count=67 1907 54 91 49 52 54 46 51 72 76 75 48 153 117 47 794
internal_value=0 0.000243221 0.000165784 9.27357e-05 0.000385277 -1.65079e-05 -9.6301e-06 -1.8608e-05 -9.19913e-06 0 -1.03639e-05 -1.97477e-05 -2.29956e-05 -7.17186e-05 7.45309e-06 -1.07982e-05
internal_weight=0 1478 1424 1357 371 986 2275 2229 2178 2106 2030 1955 322 270 932 841
internal_count=3753 1478 1424 1357 371 986 2275 2229 2178 2106 2030 1955 322 270 932 841
is_linear=0
shrinkage=0.0995203


Tree=9253
num_leaves=28
num_cat=0
split_feature=8 8 2 2 3 3 8 1 3 3 9 2 4 4 2 9 8 3 3 2 6 21 3 3 2 17 9
split_gain=0.00470977 0.0188232 0.00561149 0.0117996 0.0150862 0.0334839 0.00190401 0.000671908 0.000637282 0.00102491 0.000615106 0.000894091 0.000659354 0.000987651 0.000825681 0.000519631 0.000317278 0.000294092 0.000694591 0.000417498 0.000792279 0.000393828 0.00031994 0.000292934 0.000266107 0.000148776 0.000109736
threshold=-0.083504999999999982 -0.083944999999999992 -0.082484999999999989 -0.083344999999999989 0.088685000000000028 0.092300000000000021 -0.084855 0.51613500000000012 0.084235000000000018 0.081685000000000021 -0.020035000000000001 -0.0043799999999999993 0.11670500000000002 0.10845500000000002 -0.012154999999999999 0.084515000000000021 -0.014854999999999998 0.085035000000000013 0.084290000000000018 -0.080644999999999994 0.087235000000000021 0.085955000000000018 0.091475000000000015 0.094970000000000013 -0.078914999999999999 -0.091134999999999994 -0.0090649999999999984
decision_type=2 2 2 2 2 2 2 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 -6 15 8 9 25 11 16 13 14 -12 -1 -10 18 26 20 21 -19 24 -24 -21 -2 -4
right_child=7 -3 17 -5 5 -7 -8 -9 10 -11 12 -13 -14 -15 -16 -17 -18 19 -20 22 -22 -23 23 -25 -26 -27 -28
leaf_value=-6.342865470531358e-05 -0.00017256331613250736 0.0020441884236398152 -9.6321249380083425e-05 0.0018531325139434511 0.0033367053099074987 0 -0.00063200817388206043 0.00036704682650203722 -0.00020179282183545208 -0.00057417815349738804 -1.0603343620572663e-05 -0.0005181206469466415 0.00030657298446510125 -0.00044675416103700507 0.00019094738927061562 0.00019239328988143929 0.00014513163829234265 -0.00020672267522361474 -0.00046111948853179966 -2.5587744433047674e-05 0.00048473912581333694 0.00017856387550104088 0.00022534778893924397 -1.5068719427270096e-05 -0.00031351880535750962 3.1725475409946902e-05 0.00010994630318021823
leaf_weight=223 56 54 52 50 46 85 50 46 49 51 1529 54 74 47 231 120 55 48 46 81 50 58 58 346 61 83 50
leaf_count=223 56 54 52 50 46 85 50 46 49 51 1529 54 74 47 231 120 55 48 46 81 50 58 58 346 61 83 50
internal_value=0 0.000219181 0.0001494 0.000389852 0.000248664 0.00117386 -5.76535e-05 -8.67171e-06 -1.67927e-05 -0.000191123 -1.46571e-07 -0.00018914 1.52933e-05 2.9118e-06 1.53851e-05 2.36851e-05 -1.04518e-05 -1.20134e-05 -0.00014002 1.38075e-05 0.000158147 0 -2.59331e-05 1.74202e-05 -0.000155041 -4.46886e-05 0
internal_weight=0 1478 1424 574 524 131 393 2275 2229 190 2039 158 1881 1807 1760 343 104 850 148 702 156 106 546 404 142 139 102
internal_count=3753 1478 1424 574 524 131 393 2275 2229 190 2039 158 1881 1807 1760 343 104 850 148 702 156 106 546 404 142 139 102
is_linear=0
shrinkage=0.0995203


Tree=9254
num_leaves=19
num_cat=0
split_feature=8 8 18 8 18 18 24 4 7 9 26 18 18 6 19 26 26 2
split_gain=0.00381885 0.0152615 0.0121492 0.00270046 0.00234826 0.0145555 0.000681544 0.000547939 0.000755214 0.000682748 0.000945498 0.000931944 0.000774908 0.000744235 0.00052748 0.000451408 0.00042395 0.000391289
threshold=-0.083504999999999982 -0.083944999999999992 -0.10387 -0.084554999999999991 0.086800000000000016 0.089775000000000021 0.083550000000000027 0.14068000000000006 0.085015000000000021 0.11408000000000003 0.11991000000000003 0.089365000000000014 0.089505000000000015 -0.067359999999999989 0.10364000000000002 0.089485000000000023 0.088115000000000013 -0.055654999999999996
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 14 -6 7 8 9 10 12 -12 -2 -11 16 -7 -4 -15
right_child=6 -3 3 -5 5 15 -8 -9 -10 13 11 -13 -14 17 -16 -17 -18 -19
leaf_value=0.001443279813228598 -2.7738368925761154e-05 0.0018407503855025667 1.2183662816294284e-05 0.0006586396670718546 0.0018452308012453797 -9.636732189128749e-05 -0.00036752770978293786 0.00033302480472653851 -0.00040156508103522177 0.00044712327301283527 0 -0.00058874186455201705 0.0001448481876314258 -0.00012720682751932061 -0.00034858989059252297 0.0001485894897710131 -0.00014452607504534135 0.00023761618671794428
leaf_weight=67 1524 54 638 73 49 189 51 48 47 68 55 55 310 66 55 123 230 51
leaf_count=67 1524 54 638 73 49 189 51 48 47 68 55 55 310 66 55 123 230 51
internal_value=0 0.000197333 0.000134437 6.92114e-05 3.50627e-05 0.000250636 -7.8087e-06 7.21763e-08 -6.89617e-06 1.43208e-06 -1.55657e-05 -0.000298994 9.87483e-07 0.000184471 -4.83643e-05 0 -2.83977e-05 2.48218e-05
internal_weight=0 1478 1424 1357 1284 361 2275 2224 2176 2129 1944 110 1834 185 923 312 868 117
internal_count=3753 1478 1424 1357 1284 361 2275 2224 2176 2129 1944 110 1834 185 923 312 868 117
is_linear=0
shrinkage=0.0995203


Tree=9255
num_leaves=27
num_cat=0
split_feature=1 1 3 5 5 20 20 0 1 1 1 3 26 20 2 3 2 3 1 1 18 2 6 20 6 1
split_gain=0.00370865 0.0321763 0.0673955 0.00326495 0.0131195 0.00222748 0.00679988 0.00092825 0.000797762 0.000622053 0.000573823 0.000608055 0.000520061 0.000500827 0.00062674 0.00260546 0.00210248 0.000575428 0.000494072 0.000880113 0.000592367 0.000439196 0.000418736 0.000251563 0.000248569 0.00014305
threshold=0.05340000000000001 0.067120000000000027 0.097255000000000022 -0.095609999999999987 -0.10123 -0.083654999999999993 -0.085039999999999991 -0.225295 -0.0051399999999999996 0.081675000000000011 -0.011155 0.10871500000000002 0.15222000000000005 0.0047950000000000015 -0.035314999999999992 0.15361500000000003 -0.060455000000000002 0.10502000000000002 -0.084759999999999988 -0.083284999999999984 -0.13579499999999997 -0.078289999999999985 -0.085064999999999988 -0.077394999999999992 -0.096934999999999993 -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 2 2
left_child=3 2 -2 4 22 6 8 -7 10 -3 11 -5 18 14 16 17 21 -16 20 -20 -9 -11 24 -4 -1 -24
right_child=1 9 23 5 -6 7 -8 12 -10 13 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 25 -25 -26 -27
leaf_value=-9.2619131936423967e-06 0.0047492725990732551 -0.00037365180753102427 0.0002489075494161599 0.00014794614240611751 0.0017806318729408821 -0.00048765321919701774 0.0012834852454823363 -0.00024400853158908193 0.00040350070846949189 2.1570242255963332e-05 -0.00025864703615397595 -0.00024940530939219184 0.00023181652565346783 0.00022060524361463852 -0.00020079059365105153 -0.00079530821940174384 0.00068262103045099102 0.00010725660991488287 -0.00044735368692262105 -7.4073996498365101e-05 3.3251210203141884e-05 -0.00032113039548226232 -1.9738735743575219e-05 -6.8941814247958368e-05 0.00029933511067749811 -0.00028243560929926029
leaf_weight=48 46 47 47 172 51 49 50 85 51 159 76 48 63 89 94 49 47 166 67 1274 739 47 48 46 46 49
leaf_count=48 46 47 47 172 51 49 50 85 51 159 76 48 63 89 94 49 47 166 67 1274 739 47 48 46 46 49
internal_value=0 0.000250234 0.00163305 1.22304e-05 0.000362451 -1.91588e-05 0.000197912 -5.73651e-05 3.91297e-05 -2.39674e-05 -2.08848e-05 5.75302e-05 -4.75344e-05 2.1137e-08 -3.34546e-05 -0.000129579 8.07104e-05 -9.65757e-07 -5.60414e-05 -9.33345e-05 3.6569e-06 -5.26449e-05 -1.19402e-05 8.28894e-05 0.000133045 -0.000160881
internal_weight=0 837 139 2916 242 2674 397 2277 347 698 296 220 2228 651 562 309 253 260 2165 1341 824 206 191 93 94 97
internal_count=3753 837 139 2916 242 2674 397 2277 347 698 296 220 2228 651 562 309 253 260 2165 1341 824 206 191 93 94 97
is_linear=0
shrinkage=0.0995203


Tree=9256
num_leaves=22
num_cat=0
split_feature=26 6 6 18 9 6 26 26 10 10 26 9 9 9 9 9 6 9 9 17 26
split_gain=0.000891417 0.00224694 0.00840543 0.00107751 0.00103405 0.000882448 0.000849689 0.000838269 0.000788635 0.000937352 0.000500123 0.000435844 0.000949567 0.000756562 0.00043113 0.0012293 0.000645932 0.000696835 0.000569817 0.000572957 0.000438534
threshold=0.091195000000000012 0.092705000000000023 0.095760000000000026 -0.082304999999999989 0.08938500000000002 0.11413500000000003 0.092180000000000026 0.093245000000000022 0.090150000000000022 0.086275000000000018 0.090275000000000022 0.08895500000000002 0.08488500000000003 0.089605000000000018 0.091690000000000021 0.089435000000000028 -0.101065 0.092855000000000021 0.087215000000000015 -0.0073949999999999997 0.15222000000000005
decision_type=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 -5 -2 -8 9 10 11 12 -1 -13 15 18 -16 -18 19 -9 -19
right_child=6 2 3 4 -6 -7 7 14 -10 -11 -12 13 -14 -15 16 -17 17 20 -20 -21 -22
leaf_value=2.0389544816073927e-06 0.00033654698392615974 -0.0015624044315250671 -0.00039545198057058692 -0.00048135829051218574 0.00033413654179615375 0.00011036254556704205 -0.00029545829579435056 0.00017132879372396245 -0.00037646715222452163 0.00041017831042886889 -0.00027709699682977297 0.00040025457873506032 -0.00015393493231264787 1.080337945064663e-05 -0.0002066133743633407 -0.00051087515943456282 0.00046573609706014325 4.3437410277754666e-05 0.00033630945095469695 -0.0002479880525345372 0.00030546162165971197
leaf_weight=1241 89 46 80 46 72 51 79 56 65 48 81 58 555 368 66 50 53 459 49 73 76
leaf_count=1241 89 46 80 46 72 51 79 56 65 48 81 58 555 368 66 50 53 459 49 73 76
internal_value=0 -6.56895e-05 -0.000325298 -9.34687e-05 4.46381e-05 -0.000161808 4.19592e-05 1.3825e-05 -3.36517e-05 -2.38254e-05 -3.32265e-05 -2.39682e-05 -4.57043e-05 6.57489e-05 4.24555e-05 -7.34855e-05 8.4127e-05 0.000118153 4.47779e-05 -5.96131e-05 8.21897e-05
internal_weight=0 2711 295 249 169 97 1050 961 2416 2351 2303 2222 1796 426 882 228 654 588 178 129 535
internal_count=3761 2711 295 249 169 97 1050 961 2416 2351 2303 2222 1796 426 882 228 654 588 178 129 535
is_linear=0
shrinkage=0.0995203


Tree=9257
num_leaves=29
num_cat=0
split_feature=8 8 10 8 8 8 26 17 1 2 21 5 9 20 3 26 3 1 5 26 3 8 8 2 8 8 4 2
split_gain=0.00101706 0.00677106 0.000967321 0.000947602 0.00186451 0.00115036 0.00113515 0.00106411 0.00064872 0.000642238 0.000538081 0.00108139 0.00106454 0.00121805 0.000781056 0.000696046 0.00150527 0.000518268 0.000355274 0.000293159 0.000226467 0.000594216 0.000473775 0.00180796 0.000979433 0.000559016 0.000401915 0.000270288
threshold=-0.080724999999999991 -0.081234999999999988 0.090150000000000022 -0.084674999999999986 -0.083390000000000006 -0.083849999999999994 0.091195000000000012 -0.016659999999999998 -0.050379999999999994 -0.084314999999999987 0.10886500000000003 0.62931500000000018 0.097680000000000031 0.0074100000000000017 0.10850000000000003 -0.23202999999999999 0.12870500000000004 -0.083284999999999984 0.51100000000000012 0.086685000000000026 0.084505000000000011 -0.088520000000000001 -0.08595499999999999 -0.084924999999999987 -0.086404999999999996 -0.088634999999999992 0.11541000000000003 -0.08453999999999999
decision_type=2 2 2 2 2 2 2 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 20 5 9 7 19 -9 -5 11 15 13 14 -12 -2 17 -17 -14 -6 21 26 24 -24 25 -22 27 -1
right_child=2 -3 -4 4 6 -7 -8 8 -10 -11 12 -13 18 -15 -16 16 -18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29
leaf_value=0 -0.0002794711013082103 -0.0012053771142454218 -0.00039244204545719433 -0.00050101713022686594 -5.3451602932134843e-05 -0.0008367846215495651 0.0004030679558067571 -0.00063655972343421203 -9.8266888998601727e-05 0 -9.429786718291251e-05 0.00052638894388111067 0 0.00014205012955662548 -0.00060158360114828517 -6.7821825581481596e-05 0.00045384299045952129 6.722621499928603e-05 0.00035064015377200407 0.00025984028132804122 9.7611461547350704e-06 0.00029588402972174097 0.00016087144805881513 -0.00062348704075053851 0.00041932097493884449 -0.00017159081759195033 0.0002245140565717853 -0.00027986513099831475
leaf_weight=88 64 52 55 49 65 54 50 47 50 49 55 47 87 56 80 391 88 973 46 50 698 81 57 57 50 219 47 56
leaf_count=88 64 52 55 49 65 54 50 47 50 49 55 47 87 56 80 391 88 973 46 50 698 81 57 57 50 219 47 56
internal_value=0 -8.5381e-05 1.79106e-05 -5.19579e-05 -0.000183839 -0.000461382 -1.96969e-05 -0.000123267 -0.000367529 -0.000246175 3.03049e-05 5.48209e-05 -8.54357e-05 -0.000237478 -0.000400976 3.96611e-05 5.42913e-05 2.79136e-05 0.000126755 7.56438e-05 -1.0999e-05 6.92301e-05 -3.19435e-05 -0.000224127 -8.44033e-06 -3.2657e-05 -2.26042e-05 -0.000108946
internal_weight=0 1819 1942 1767 414 152 262 212 97 98 1887 1563 324 191 135 1516 1452 1364 133 115 1353 272 1081 114 967 917 191 144
internal_count=3761 1819 1942 1767 414 152 262 212 97 98 1887 1563 324 191 135 1516 1452 1364 133 115 1353 272 1081 114 967 917 191 144
is_linear=0
shrinkage=0.0995203


Tree=9258
num_leaves=28
num_cat=0
split_feature=3 5 5 3 3 10 21 21 21 21 9 5 2 26 29 5 9 9 21 3 26 2 9 26 26 3 6
split_gain=0.000735127 0.00171725 0.00706255 0.000851837 0.000920223 0.000757715 0.00053625 0.000786849 0.000654941 0.000934629 0.000523821 0.00100228 0.000752834 0.000631335 0.000628418 0.00106523 0.000554155 0.0013526 0.000513954 0.000531566 0.000621353 0.00048699 0.00047785 0.000465346 0.000803511 0.000713626 0.000296751
threshold=0.093245000000000022 0.062500000000000014 0.070325000000000013 0.092635000000000023 0.091865000000000016 0.090150000000000022 0.085470000000000018 0.083050000000000027 0.086565000000000017 0.087625000000000022 0.088710000000000025 0.62931500000000018 -0.0064000000000000003 -0.042444999999999997 0.090185000000000015 -0.53715999999999997 0.09235500000000002 0.09143500000000003 0.10787500000000003 0.098000000000000018 -0.084599999999999995 -0.082704999999999987 0.093175000000000022 0.088875000000000023 0.084355000000000027 0.08511500000000001 0.099330000000000016
decision_type=2 2 2 2 2 2 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 10 7 21 -8 -10 12 16 18 -14 15 -15 17 -12 19 -2 -21 -1 -18 24 25 -4 -24
right_child=5 2 23 -5 -6 -7 8 -9 9 -11 11 -13 13 14 -16 -17 22 -19 -20 20 -22 -23 26 -25 -26 -27 -28
leaf_value=3.6680620547042037e-05 -0.00037312595364993433 -0.0013829422379881464 0.00017795573028798331 -0.00039313448918494939 0.00033846219387789837 -0.0003505686165077009 -0.00047613141432905525 0.00039003476811230649 0.00030281656291909575 -0.00015897847740310543 -1.1974998453432762e-05 0.00052932357763853547 0.00034554435835901649 0.00048939630416121793 -0.00031631763463627023 -2.0065378192592401e-05 -0.00027427247764598938 0.00067104100427363227 -0.00044661692258752129 0.00027542955466920894 -0.00013740554014643821 -9.2385528176346197e-05 5.4775151544755141e-07 -0.00027044000328930084 0.00037409421219199477 -0.00029909678190834775 0.00013640175775436701
leaf_weight=684 51 49 49 62 69 53 50 49 51 265 68 47 60 47 54 284 49 47 53 53 113 497 510 82 46 79 240
leaf_count=684 51 49 49 62 69 53 50 49 51 265 68 47 60 47 54 284 49 47 53 53 113 497 510 82 46 79 240
internal_value=0 -6.93247e-05 -0.000287347 -3.03465e-05 -1.63456e-05 1.8674e-05 -3.2198e-05 -6.26756e-08 -0.000137957 -8.18576e-05 3.08389e-05 7.90821e-05 -3.28577e-05 4.52494e-05 0 4.9802e-05 5.5034e-05 0.000260052 -0.000164622 -9.19746e-05 -6.65221e-07 -1.69411e-05 2.45011e-05 -7.4445e-05 1.32157e-05 -0.00011008 4.51125e-05
internal_weight=0 2032 305 1727 1665 1729 1596 1230 366 316 1676 961 715 445 385 331 914 115 270 217 166 1181 799 256 174 128 750
internal_count=3761 2032 305 1727 1665 1729 1596 1230 366 316 1676 961 715 445 385 331 914 115 270 217 166 1181 799 256 174 128 750
is_linear=0
shrinkage=0.0995203


Tree=9259
num_leaves=22
num_cat=0
split_feature=8 8 8 17 17 8 17 10 8 27 17 8 17 17 8 17 17 3 4 9 8
split_gain=0.000762479 0.00552506 0.0007839 0.00137512 0.00198415 0.00139128 0.00170008 0.000718257 0.000502819 0.000416544 0.00037934 0.000479808 0.00042845 0.000578641 0.000461402 0.000326638 0.000457859 0.000363328 0.00099769 0.000974897 0.000267738
threshold=-0.080724999999999991 -0.081234999999999988 -0.084855 -0.016659999999999998 -0.0046399999999999992 -0.083390000000000006 0.26639000000000007 0.090150000000000022 -0.083245 -0.095019999999999993 -0.53447999999999996 -0.085289999999999991 -0.088525000000000006 -0.00095 -0.087844999999999993 -0.56005499999999986 -0.54604999999999992 0.11426500000000002 0.10533000000000002 0.11408000000000003 -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
left_child=1 2 10 8 -5 -6 -7 9 -4 -2 -1 12 14 -14 -12 -11 -17 18 -18 -19 -10
right_child=7 -3 3 4 5 6 -8 -9 20 15 11 -13 13 -15 -16 16 17 19 -20 -21 -22
leaf_value=-0.00027266694418674487 -0.0002594242767069937 -0.0010839161394449763 -0.00014164506204869171 -0.00086071160887160147 -0.00048699361130361875 0.00042204937670126341 -0.00037459813898241653 -0.00033617443691544237 0.00032514674645649634 0.00024508731004319837 3.223478409389752e-05 0.00029169976373233413 -0.00012086366789004955 3.0052746000070609e-05 0.00038636785255623105 -0.00023699515138609029 3.997577801586588e-05 0.00022997468433750599 -0.0002582825036885127 -0.00012060284013545409 1.6121343174205674e-06
leaf_weight=50 48 52 89 53 76 60 47 55 57 72 150 56 430 593 51 62 1213 261 122 109 55
leaf_count=50 48 52 89 53 76 60 47 55 57 72 150 56 430 593 51 62 1213 261 122 109 55
internal_value=0 -7.22101e-05 -4.19739e-05 -0.000157659 -0.000320894 -0.00016008 6.44694e-05 1.72052e-05 2.99285e-05 2.79389e-05 -3.34766e-06 6.53308e-06 -5.84496e-06 -3.25821e-05 0.000126162 3.58846e-05 2.68969e-05 3.69731e-05 1.2106e-05 0.000124484 0.000173577
internal_weight=0 1819 1767 437 236 183 107 1942 201 1887 1330 1280 1224 1023 201 1839 1767 1705 1335 370 112
internal_count=3761 1819 1767 437 236 183 107 1942 201 1887 1330 1280 1224 1023 201 1839 1767 1705 1335 370 112
is_linear=0
shrinkage=0.0995203


Tree=9260
num_leaves=18
num_cat=0
split_feature=1 26 10 11 1 7 4 4 9 9 26 18 18 18 1 1 3
split_gain=0.00188313 0.00964788 0.0012551 0.00123796 0.00177118 0.000692781 0.000558292 0.00126873 0.000593943 0.000573077 0.00104511 0.000450261 0.000447534 0.00038364 0.00109232 0.000888854 0.000203717
threshold=-0.091829999999999995 -0.10954 0.086165000000000019 -0.37931999999999999 0.62256000000000011 -0.15142999999999998 0.087495000000000031 0.095805000000000015 0.11351500000000002 0.11408000000000003 0.11991000000000003 0.10307000000000002 -0.14624999999999996 0.085685000000000025 -0.50763499999999995 -0.17548999999999998 0.096775000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 -2 5 -5 9 -8 -9 10 -7 -11 -3 14 -14 -16 -15
right_child=3 2 -4 4 -6 6 7 8 -10 11 -12 -13 13 16 15 -17 -18
leaf_value=0.0014646015363505491 -0.00055294588047935891 -0.00017315079404400254 -0.00038674949244282624 -0.00042106443770197825 0.00055643062729356877 -6.2223186628340119e-05 0.00047792206279851735 2.9134127434804109e-05 -0.00034369078628885148 0.00023703509480610741 -0.00037082880203341431 -0.00012012779385841722 0.00057883017302474353 -0.00017976948180605792 -0.0001554667912446866 0.0002114774386988788 6.6466711213774286e-05
leaf_weight=50 48 61 65 50 48 2139 60 416 47 105 116 49 54 55 97 191 79
leaf_count=50 48 61 65 50 48 2139 60 416 47 105 116 49 54 55 97 191 79
internal_value=0 0.000135955 2.42427e-05 -5.00884e-05 -4.18521e-05 -5.1757e-05 -4.51799e-05 4.7116e-05 -6.94397e-06 -6.55574e-05 -7.84613e-05 0.000118077 7.55149e-05 0.000109101 0.000165406 8.50461e-05 -2.84913e-05
internal_weight=0 652 602 3078 3030 2982 2932 523 463 2409 2255 154 537 476 342 288 134
internal_count=3730 652 602 3078 3030 2982 2932 523 463 2409 2255 154 537 476 342 288 134
is_linear=0
shrinkage=0.0995203


Tree=9261
num_leaves=22
num_cat=0
split_feature=1 3 3 18 11 1 18 17 1 2 2 3 0 21 21 4 21 5 18 6 17
split_gain=0.00152543 0.00345547 0.0104937 0.00220206 0.00100307 0.00147988 0.000861352 0.000485071 0.00206423 0.000593788 0.00083058 0.00115119 0.000876815 0.000624254 0.000678314 0.000446644 0.000422615 0.00037813 0.000336831 0.000302055 0.000240154
threshold=-0.091829999999999995 0.08511500000000001 0.08400500000000001 -0.13579499999999997 -0.37931999999999999 0.55657000000000012 -0.086894999999999986 0.51041000000000014 -0.050379999999999994 -0.082025000000000001 -0.082954999999999987 0.088605000000000017 -0.070134999999999989 -0.08861999999999999 -0.070074999999999985 0.10662500000000001 0.089755000000000015 0.25155500000000008 -0.09404499999999999 0.041585000000000011 -0.10811499999999999
decision_type=2 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 -3 -2 7 18 9 -9 10 12 -12 -6 -11 -15 17 -10 20 -5 -1 -8
right_child=4 3 -4 6 5 -7 15 8 16 13 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0001989399897322234 -0.00049791657353284008 -0.00053841613801626162 0.0017922444863529294 0.00014672652205151898 -1.7385739784155068e-05 0.00041009324424618512 0.00016181868357579516 -0.00068448717169332786 0.00020560515721029695 0.00032556800316672121 -4.7902484733918548e-05 -0.00055298079870076211 -0.00031739414925629979 -0.00035588408325518112 0 0.00018783731700579691 -0.00017396521214043013 -0.00029752103334555481 0.00050556188461126637 -0.0001102812980947455 -0.00010061888596254597
leaf_weight=57 48 68 46 77 800 71 53 60 64 56 100 87 111 55 1574 74 52 64 48 67 98
leaf_count=57 48 68 46 77 800 71 53 60 64 56 100 87 111 55 1574 74 52 64 48 67 98
internal_value=0 0.0001223 0.0005082 -1.21074e-05 -4.51301e-05 -3.7687e-05 7.23621e-05 -4.8708e-05 -0.000209981 -3.82147e-05 -9.51683e-05 -0.000287263 -5.48386e-05 -6.16088e-07 -1.23318e-05 -1.94015e-05 2.83958e-05 -9.45377e-05 0.000291068 2.52589e-05 -3.08365e-06
internal_weight=0 652 170 482 3078 3030 414 2959 176 2783 1098 187 911 1685 1629 289 116 215 125 124 151
internal_count=3730 652 170 482 3078 3030 414 2959 176 2783 1098 187 911 1685 1629 289 116 215 125 124 151
is_linear=0
shrinkage=0.0995203


Tree=9262
num_leaves=16
num_cat=0
split_feature=1 1 9 11 1 7 0 1 6 24 9 4 3 4 3
split_gain=0.00135836 0.0105073 0.00111327 0.0006849 0.00118143 0.0006014 0.000467455 0.000680031 0.000536212 0.000513921 0.000473509 0.000411905 0.000781298 0.00123735 0.000516754
threshold=-0.16272499999999998 -0.28064499999999998 0.095950000000000021 -0.37931999999999999 0.62256000000000011 -0.15142999999999998 -0.23058999999999999 0.40780000000000011 -0.45687499999999998 -0.023524999999999997 0.11222500000000002 0.10300500000000003 0.099655000000000021 0.084900000000000017 0.11721500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -2 5 -5 7 -7 9 -8 -10 12 13 -1 -13
right_child=3 -3 -4 4 -6 6 8 -9 10 -11 -12 14 -14 -15 -16
leaf_value=-0.00020493615924337797 -0.00039768734435875492 0.0015404745408212862 -0.00038097195560971145 -0.00038004661788599599 0.00046024202533571717 0.00044105708424114061 -3.167096082108561e-05 -7.6853760904370522e-05 -5.6222539206659877e-05 0.00040161091231957199 9.7837190045046708e-05 0.00044194694446280438 -0.00032528811776467829 0.0004855585518151407 0
leaf_weight=51 51 48 72 50 48 50 49 46 2796 53 209 51 59 50 47
leaf_count=51 51 48 72 50 48 50 49 46 2796 53 209 51 59 50 47
internal_value=0 0.000164323 -3.33635e-05 -3.45143e-05 -2.86553e-05 -3.6121e-05 -3.04966e-05 0.000184364 -3.73988e-05 0.00018544 -4.52351e-05 6.04706e-05 -3.35364e-05 0.000128788 0.000222305
internal_weight=0 378 330 3352 3301 3253 3203 96 3107 102 3005 258 160 101 98
internal_count=3730 378 330 3352 3301 3253 3203 96 3107 102 3005 258 160 101 98
is_linear=0
shrinkage=0.0995203


Tree=9263
num_leaves=16
num_cat=0
split_feature=1 27 9 11 8 26 8 8 6 1 9 4 4 8 2
split_gain=0.00109659 0.00901542 0.0010813 0.000554936 0.000993884 0.000536493 0.000479766 0.000989651 0.000369409 0.00227223 0.0004928 0.000276573 0.000561849 0.000177299 0.000101171
threshold=-0.16272499999999998 0.078330000000000025 0.095950000000000021 -0.37931999999999999 0.24614500000000003 -0.22971 -0.41646 -0.49499500000000002 0.11690000000000002 -0.061135000000000002 0.087495000000000031 0.10300500000000003 0.087155000000000024 -0.0077949999999999998 -0.069459999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -2 5 -5 7 -7 10 -10 -8 12 14 -13 -1
right_child=3 -3 -4 4 -6 6 8 -9 9 -11 -12 13 -14 -15 -16
leaf_value=2.0625398963422916e-05 -0.00035810941272244661 0.001437766483001194 -0.00036997696780514489 -0.0002965617707263858 0.00033888399577812576 -6.0180117172292407e-05 -6.6484919671597323e-05 0.0005180621489975102 -0.00072881962233846767 5.2638050346148535e-05 1.5793263142853159e-05 4.1805987620751087e-05 -0.00023313528349360737 0.00034046062515273048 0.00024764700651842782
leaf_weight=49 51 47 74 76 72 70 1484 48 52 121 1378 47 69 46 46
leaf_count=49 51 47 74 76 72 70 1484 48 52 121 1378 47 69 46 46
internal_value=0 0.000147556 -3.3173e-05 -3.10794e-05 -2.57788e-05 -3.41636e-05 -2.75791e-05 0.0001681 -3.54568e-05 -0.000177519 -2.65835e-05 6.06203e-05 -1.24797e-05 0.00019833 0.000139169
internal_weight=0 378 331 3352 3301 3229 3153 118 3035 173 2862 257 164 93 95
internal_count=3730 378 331 3352 3301 3229 3153 118 3035 173 2862 257 164 93 95
is_linear=0
shrinkage=0.0995203


Tree=9264
num_leaves=32
num_cat=0
split_feature=9 27 8 0 2 5 4 9 8 3 3 9 5 5 9 8 0 9 17 17 5 9 9 9 5 0 9 0 0 21 3
split_gain=0.00128311 0.00523869 0.00932865 0.00133 0.000874697 0.00166975 0.000730233 0.000582617 0.00103612 0.0014388 0.00127068 0.000654778 0.000536287 0.00176199 0.000837369 0.000848251 0.000735497 0.0033223 0.000917205 0.000620207 0.000465951 0.000446312 0.0015408 0.000881614 0.00132943 0.00251351 0.000689714 0.000606404 0.00146822 0.000920005 0.000479983
threshold=0.087495000000000031 0.082745000000000027 -0.084554999999999991 -0.20796499999999998 0.09556000000000002 -0.095169999999999991 0.14903500000000006 0.08951000000000002 -0.082934999999999995 0.09049500000000002 0.08888500000000002 0.088285000000000016 -0.066919999999999993 -0.052494999999999993 0.090775000000000022 -0.075129999999999988 -0.071799999999999989 0.10341500000000002 -0.011514999999999999 0.043850000000000007 -0.0063549999999999995 0.084675000000000014 0.084435000000000024 0.085610000000000019 -0.0078499999999999976 -0.086414999999999992 0.084055000000000032 -0.084269999999999998 -0.082039999999999988 0.087410000000000029 0.10850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -6 21 8 9 11 -10 -2 16 -14 -15 -16 18 -18 -9 -20 -12 22 26 24 25 -23 30 29 -29 -25 -5
right_child=1 2 -4 6 5 -7 -8 12 10 -11 20 -13 13 14 15 -17 17 -19 19 -21 -22 23 -24 27 -26 -27 -28 28 -30 -31 -32
leaf_value=-9.967447945318208e-05 -0.00010109467781908876 8.2818300887917017e-07 0.0018167413320700342 1.0600858995242467e-05 0.00063051179133357706 -0.00010360110090994038 -0.00046947092926025424 -0.00039237222841521989 -6.3054422630488841e-07 -0.00039102107055591449 0.00027432196304623852 0.00036176998138162257 -0.00055288545125259294 -0.00031271813952304619 0.0001786211077355418 -5.238347117119872e-05 0.00082031897029760236 -0.00024674083710813104 0.00026072824919237621 -4.7081183601623114e-05 0.00073462714382366203 -0.00015630666674425054 0.00038301119111348045 -4.4048647162826769e-05 2.5360306596859886e-06 -0.0010695213251810541 -0.00034176186388208977 -0.00052758589222752408 8.0210590018435062e-05 0.00047306274843130056 -0.00013252931858869109
leaf_weight=60 47 74 46 666 80 47 46 49 73 69 48 75 65 83 231 488 59 55 108 154 56 86 83 116 86 48 81 67 91 47 349
leaf_count=60 47 74 46 666 80 47 46 49 73 69 48 75 65 83 231 488 59 55 108 154 56 86 83 116 86 48 81 67 91 47 349
internal_value=0 6.85229e-05 0.000703751 -4.82402e-05 0.000202962 0.000352386 -7.53034e-05 2.21097e-05 0.000132725 -2.40794e-05 0.000306557 0.000176743 -8.76324e-06 -5.42255e-05 -1.27896e-05 2.0695e-05 8.20535e-05 0.000298329 1.43564e-07 7.66776e-05 0.00053005 -6.42857e-05 -2.90642e-05 -0.000139531 -0.000293461 -0.000489538 -6.10176e-05 -3.14834e-05 -0.000172345 0.000100035 -3.78068e-05
internal_weight=0 1780 120 1953 187 127 1766 1660 368 191 177 122 1292 867 802 719 425 114 311 262 104 1720 1179 541 220 134 1096 321 158 163 1015
internal_count=3733 1780 120 1953 187 127 1766 1660 368 191 177 122 1292 867 802 719 425 114 311 262 104 1720 1179 541 220 134 1096 321 158 163 1015
is_linear=0
shrinkage=0.0995203


Tree=9265
num_leaves=25
num_cat=0
split_feature=2 2 22 3 3 2 3 3 2 2 6 0 6 5 10 10 27 8 2 8 0 0 0 1
split_gain=0.00117495 0.0118699 0.000823816 0.00113447 0.000932442 0.00119273 0.000796174 0.00301643 0.000779996 0.000879661 0.000778239 0.000707621 0.00111737 0.000687836 0.000528482 0.000634246 0.000472601 0.000451707 0.000903554 0.000740959 0.000441237 0.000355743 0.00032993 0.000303967
threshold=-0.112555 -0.13535499999999998 0.079065000000000024 0.087975000000000012 0.085795000000000024 0.091030000000000014 0.084290000000000018 0.084550000000000028 0.30629500000000009 0.13896000000000006 -0.17463499999999998 -0.22163999999999998 -0.043894999999999997 -0.0078499999999999976 0.09056500000000002 0.086165000000000019 0.081500000000000017 -0.08569499999999998 -0.015714999999999996 -0.089779999999999985 -0.085754999999999984 -0.10148 -0.01213 -0.046044999999999996
decision_type=2 2 2 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 4 -4 5 6 17 -8 9 11 -5 12 -6 -9 15 16 22 19 -19 -2 -13 -10 -1 -12
right_child=2 -3 3 10 8 -7 7 13 21 -11 23 20 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=-6.8809510637807549e-05 -1.1621935820657561e-05 0.0016353532934235198 0.00047246159713193383 0.00027651372057719463 0.00053043683799136392 -0.00059207988189542628 -0.00094431980501591634 -0.00019217140919730068 -0.00040652817988925488 0.0004061157052851324 1.5225726769624803e-05 -7.4676132861571166e-05 -0.00010072825223957534 0.00019924548320417147 0.00021294504691905049 -0.00037122211097708239 -0.00028812938063004732 -0.00025427623918443019 0.00023797470139594518 0.00046938705837758953 2.0810878942272245e-05 -4.7267869161219302e-05 0.00022267504067798933 -0.0002984035438328347
leaf_weight=73 88 48 79 72 62 53 47 124 65 55 54 697 47 68 64 66 47 115 53 47 1518 57 75 59
leaf_count=73 88 48 79 72 62 53 47 124 65 55 54 697 47 68 64 66 47 115 53 47 1518 57 75 59
internal_value=0 0.000174106 -1.19858e-05 0.00015632 -2.66019e-05 -0.000138577 -9.272e-05 -0.000228718 0 1.26233e-05 1.68939e-05 2.95865e-06 0.000250773 -4.92809e-05 -3.919e-05 -0.000104153 -9.56181e-06 1.18507e-05 -9.411e-05 0.000149777 -8.86669e-06 -0.000245387 7.3371e-05 -0.000141283
internal_weight=0 373 3360 264 3096 595 542 239 2501 2379 185 2324 109 192 325 261 195 303 168 135 2215 122 148 113
internal_count=3733 373 3360 264 3096 595 542 239 2501 2379 185 2324 109 192 325 261 195 303 168 135 2215 122 148 113
is_linear=0
shrinkage=0.0995203


Tree=9266
num_leaves=20
num_cat=0
split_feature=26 27 22 4 20 2 8 17 26 26 9 8 2 2 2 9 9 1 8
split_gain=0.00165029 0.00730844 0.000800024 0.00102221 0.000761881 0.000716024 0.000661002 0.00106286 0.000541997 0.000774029 0.00053017 0.000888583 0.000519645 0.00110511 0.000617384 0.000505974 0.000471485 0.00302779 0.001833
threshold=-0.126245 0.085370000000000015 0.079065000000000024 0.11394500000000003 -1.0000000180025095e-35 0.41061500000000012 -0.087245000000000003 -0.069010000000000002 0.08777500000000002 0.087435000000000027 0.084915000000000032 -0.084794999999999995 0.11241000000000002 0.12875500000000004 0.10003000000000002 0.089435000000000028 0.11408000000000003 0.17018000000000003 -0.051259999999999993
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 6 15 8 -4 -8 9 12 11 -10 14 -14 -2 -1 17 -12 -18
right_child=2 -3 3 -5 -6 -7 7 -9 10 -11 16 -13 13 -15 -16 -17 18 -19 -20
leaf_value=0.00033612012571940806 -5.011494677213766e-05 0.001254622260941663 0 -0.00015360613617689423 -0.00031443771710364847 -0.00031918526935408004 9.0550405567718818e-05 0.00063743437823025428 9.5440672586609679e-05 -0.00037535352113813155 3.4353090310162697e-05 -0.00038419444233472194 0.00046964463559380937 -4.1807684772789384e-05 -0.00040916886840253831 -5.9790622080243249e-05 0.00028854299089543968 0.00085996802004491399 -0.0004637588743033941
leaf_weight=54 1364 56 68 80 65 81 73 76 71 73 1102 78 59 136 50 72 56 46 73
leaf_count=54 1364 56 68 80 65 81 73 76 71 73 1102 78 59 136 50 72 56 46 73
internal_value=0 0.000254443 -1.16795e-05 0.000144119 -3.45177e-05 -2.64461e-05 0.000257652 0.000374992 -1.85534e-05 -5.69739e-05 2.61903e-05 -0.000150149 -4.20203e-05 0.000108741 -6.33903e-05 0.000103388 4.74067e-05 6.81483e-05 -0.000130832
internal_weight=0 247 3486 297 191 3189 217 149 3108 1682 1426 149 1609 195 1414 126 1277 1148 129
internal_count=3733 247 3486 297 191 3189 217 149 3108 1682 1426 149 1609 195 1414 126 1277 1148 129
is_linear=0
shrinkage=0.0995203


Tree=9267
num_leaves=27
num_cat=0
split_feature=26 3 0 26 22 4 3 9 5 5 8 1 1 9 20 8 21 21 2 21 1 3 4 26 9 20
split_gain=0.00133455 0.00753628 0.00117286 0.0013764 0.000649206 0.000832771 0.000753938 0.000715312 0.000981152 0.00183599 0.00128551 0.000868605 0.00117426 0.000619977 0.00069653 0.000569539 0.00058478 0.00113482 0.000851003 0.000635604 0.00110258 0.000806591 0.000568727 0.000350065 0.000335933 0.000261688
threshold=-0.126245 0.08708500000000001 -0.057604999999999996 -0.236315 0.079065000000000024 0.11394500000000003 0.08511500000000001 0.083925000000000013 -0.088174999999999989 -0.0078499999999999976 -0.085165000000000005 -0.081594999999999987 -0.090104999999999991 0.085075000000000026 -0.0062099999999999994 -0.48834 0.08927000000000003 0.08708500000000001 0.13896000000000006 0.097380000000000022 0.05340000000000001 0.10871500000000002 0.10022000000000002 0.082850000000000021 0.08622500000000001 0.09327000000000002
decision_type=2 2 2 2 2 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 6 13 7 11 24 10 -10 12 23 14 -6 -8 17 18 -17 20 -18 -21 -13 -2 -9 -15
right_child=4 2 -4 -5 5 -7 15 8 9 -11 -12 22 -14 25 -16 16 19 -19 -20 21 -22 -23 -24 -25 -26 -27
leaf_value=0.0013783042231672526 0.00010620426259653332 0.00043511042303861911 -0.00047456787026872624 -0.00015895938919798869 0.00069641953848229748 -0.00013831936518560154 -0.00028366752135521695 0.00016816881566395216 -0.00096801518135764659 2.3660107884782244e-05 -0.00023477998764552142 -0.00046199830485177623 0.00054865123454949261 -0.00010096239727998301 0.00017855998884095859 3.7732140377407084e-06 -8.4397349776270365e-05 0.00039696465111216931 0.00036577769041720932 0.00014623679883573083 -0.00060066067903915871 -0.00013183951304166842 -2.3407952789909369e-05 -0.00025037548586070025 -0.00018573758550317974 0.00021896102170692187
leaf_weight=46 64 68 46 87 46 80 69 53 58 61 46 53 48 53 72 1753 193 82 67 198 54 216 75 46 53 46
leaf_count=46 64 68 46 87 46 80 69 53 58 61 46 53 48 53 72 1753 193 82 67 198 54 216 75 46 53 46
internal_value=0 0.000228791 -3.02094e-05 9.63834e-05 -1.05161e-05 0.000129789 -2.38398e-05 -0.000129044 -0.000245139 -0.000396979 -0.000651571 -1.61764e-05 0.000136804 0.000232403 0.000387375 -1.26467e-06 6.01867e-06 3.43375e-05 1.75496e-05 -7.42292e-05 -0.000200579 0 -0.000211407 -3.54689e-05 -1.0615e-06 3.942e-05
internal_weight=0 247 201 155 3486 297 3189 557 271 165 104 286 158 217 118 2632 2563 1902 1820 661 247 414 128 110 106 99
internal_count=3733 247 201 155 3486 297 3189 557 271 165 104 286 158 217 118 2632 2563 1902 1820 661 247 414 128 110 106 99
is_linear=0
shrinkage=0.0995203


Tree=9268
num_leaves=30
num_cat=0
split_feature=20 1 1 21 3 21 0 22 20 20 20 3 0 21 5 9 0 9 2 20 5 5 20 3 6 21 1 20 19
split_gain=0.00209356 0.00809156 0.0265614 0.00109828 0.0011043 0.000870642 0.00126832 0.000724295 0.000919811 0.000765702 0.00104317 0.0006907 0.00070161 0.00068162 0.000576131 0.000441671 0.000845412 0.000737862 0.000356771 0.000574092 0.000571683 0.000537618 0.00148208 0.000330022 0.00191778 0.00165114 0.000806009 0.000323794 0.000271848
threshold=-0.075334999999999999 0.066150000000000028 0.11120500000000003 0.087625000000000022 0.08785500000000003 -0.079684999999999992 -0.229625 0.12953000000000006 -0.071559999999999999 -0.058504999999999995 -0.012970000000000001 0.14530500000000005 -0.059114999999999994 -0.084759999999999988 0.51390500000000017 0.10341500000000002 -0.050494999999999991 0.098465000000000011 -0.082139999999999991 -0.085144999999999985 -0.017704999999999995 -0.025879999999999997 -0.090514999999999998 0.10871500000000002 -0.069354999999999986 0.09266000000000002 -0.0072799999999999991 -0.094259999999999997 0.095150000000000026
decision_type=2 2 2 2 2 2 2 2 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 -3 5 -5 13 -7 8 -6 -10 -11 15 -13 28 18 17 -17 -8 19 21 -21 -1 -23 25 -25 26 -20 -4 -2
right_child=3 2 27 4 7 6 11 -9 9 10 -12 12 -14 -15 -16 16 -18 -19 23 20 -22 22 -24 24 -26 -27 -28 -29 -30
leaf_value=-0.00020079382016026433 -0.00021450665932002522 0.0028152824901109519 -0.00011206867380427995 -0.00050205377137627766 -0.0004026395602576687 0.00049761287480384756 6.3074442596079355e-06 -0.00042428775002985032 0.0003009152762668885 -0.00036921797897917461 4.0303169519623223e-05 0 0.00053996395152988469 -0.00047888940537764419 0.00035905099784000184 -5.2717041133566524e-06 -0.00048840427886883211 0.00038806764035803095 0.00019154875396511055 2.2391895013816657e-05 -0.00038522700233699077 -7.9986138529253162e-05 0.00060282683714421809 0.00027832762131329945 -0.00057854537971760791 0.00047926119877203462 -0.00018068633804294165 0.00021050586206751356 0.00012333184406317511
leaf_weight=69 46 46 74 74 62 56 1590 57 73 80 258 47 49 60 46 133 51 52 97 49 90 95 46 58 46 87 140 52 46
leaf_count=69 46 46 74 74 62 56 1590 57 73 80 258 47 49 60 46 133 51 52 97 49 90 95 46 58 46 87 140 52 46
internal_value=0 0.000147442 0.000768351 -2.09928e-05 -0.000139555 1.22433e-05 3.02448e-05 -8.73972e-05 -4.50686e-05 6.87979e-06 -5.4203e-05 1.62015e-05 0.000276465 -0.000216628 1.66823e-05 2.07008e-06 -0.000143633 1.88959e-05 -2.53312e-06 -7.82139e-05 -0.000235645 2.20921e-05 0.00013697 5.72659e-05 -9.28026e-05 0.000107963 -2.48828e-05 1.45603e-05 -3.66893e-05
internal_weight=0 995 172 2734 604 2130 1978 530 473 411 338 1922 96 152 823 1826 184 1642 777 349 139 210 141 428 104 324 237 126 92
internal_count=3729 995 172 2734 604 2130 1978 530 473 411 338 1922 96 152 823 1826 184 1642 777 349 139 210 141 428 104 324 237 126 92
is_linear=0
shrinkage=0.0995203


Tree=9269
num_leaves=26
num_cat=0
split_feature=20 1 26 11 26 20 20 20 20 2 8 20 4 3 20 3 18 20 18 4 1 26 3 8 18
split_gain=0.00169971 0.00655897 0.0229102 0.00118218 0.00137431 0.00105334 0.00181933 0.000683176 0.00100269 0.000645387 0.000545565 0.000544634 0.000679219 0.000435964 0.000808941 0.00122426 0.000551756 0.000489444 0.00043647 0.00081744 0.000812321 0.000373745 0.000512885 0.000336963 0.000322071
threshold=-0.075334999999999999 0.066150000000000028 0.087525000000000019 -0.37506 -0.091484999999999997 -0.011044999999999999 -0.017315000000000001 -0.0078249999999999986 -0.0043699999999999998 -0.072024999999999992 -0.010374999999999999 -0.071559999999999999 0.086105000000000029 0.09304500000000003 -0.079725000000000004 0.11387500000000002 0.088635000000000019 -0.081374999999999989 -0.037059999999999989 0.084250000000000033 -0.038989999999999997 0.088165000000000021 0.088605000000000017 -0.0041249999999999993 -0.070104999999999987
decision_type=2 2 2 2 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 10 -2 9 6 11 -7 -9 23 -3 -6 -13 16 18 -16 17 21 20 -20 -15 22 -1 -5 -10
right_child=3 2 -4 4 5 7 -8 8 24 -11 -12 12 -14 14 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0 0.00047495166214390268 -0.00017569542907581656 0.0025928240095201352 -0.00035222743787234156 -0.00034527777000888202 0.00032688813277808205 -0.00070823311393781118 -0.0004339669935331005 8.362570367083029e-05 -0.00057973106485935844 0.00024491474460320455 0.00014308797709153279 -0.00019159262654350212 -0.00012260694904459959 0.00071631260336848244 0 0.00018391573682299573 -0.00033814206945860818 -0.00030619667098622855 0.00014377054763907242 0.00043089093234189923 0.00021452552309426246 -0.00030257597759569691 0 -5.9493552580720252e-06
leaf_weight=190 47 74 46 46 58 68 53 50 532 58 52 135 108 47 46 50 82 70 86 72 55 46 79 59 1520
leaf_count=190 47 74 46 46 58 68 53 50 532 58 52 135 108 47 46 50 82 70 86 72 55 46 79 59 1520
internal_value=0 0.00013285 0.000691884 -1.89006e-05 -2.78436e-05 -9.4217e-06 -0.000168803 1.62015e-05 5.76129e-06 -0.000308077 0 -7.11005e-05 -2.29013e-06 1.50221e-05 9.87326e-05 0.000345768 -4.70386e-05 -9.83552e-05 4.37085e-06 -9.59672e-05 0.000167822 -4.24704e-05 -8.94609e-05 -0.000150224 1.68749e-05
internal_weight=0 995 172 2734 2687 2524 354 2170 2102 163 126 301 243 823 356 96 467 385 260 158 102 315 269 105 2052
internal_count=3729 995 172 2734 2687 2524 354 2170 2102 163 126 301 243 823 356 96 467 385 260 158 102 315 269 105 2052
is_linear=0
shrinkage=0.0995203


Tree=9270
num_leaves=27
num_cat=0
split_feature=5 5 9 22 0 21 26 26 2 6 26 6 9 9 9 26 26 0 6 21 22 9 18 9 18 1
split_gain=0.00139836 0.0262668 0.000746907 0.000514026 0.000982924 0.000483861 0.000368319 0.000555997 0.000457717 0.000379333 0.000594707 0.000463846 0.000339656 0.000298257 0.000782135 0.000608577 0.000891928 0.00105959 0.000675851 0.000644432 0.000523862 0.000456835 0.000456302 0.000537605 0.000399088 0.000217646
threshold=-0.12429 -0.14289499999999997 0.11201500000000002 0.09044000000000002 -0.091935000000000003 0.11228000000000003 0.056820000000000016 0.093690000000000023 -0.081734999999999988 -0.03252 -0.025024999999999999 -0.36821999999999994 -0.069359999999999991 0.096830000000000013 0.097680000000000031 0.11538500000000003 0.095245000000000024 -0.066735000000000003 0.10313000000000001 0.098250000000000018 0.079065000000000024 0.096305000000000016 -0.25748499999999996 0.09550500000000002 -0.060544999999999995 0.27278500000000011
decision_type=2 2 2 2 2 2 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 -6 9 8 -8 10 12 -12 -1 20 -15 16 24 -18 19 -17 21 22 -2 -24 -16 -9
right_child=3 -3 -4 4 5 -7 7 25 -10 -11 11 -13 -14 14 15 18 17 -19 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=4.0919653517434571e-08 0.00023474306358124006 0.0022144040492214946 0.00025168310533258727 -0.00056282303492396287 -0.0002219641530102953 0.00020898971233052454 -8.3396461890161087e-05 0.00017065230118245528 -0.00046908356537701806 -0.00020649310972026399 -9.2091832062647928e-06 0.00029271750019572084 -0.00032217106091634906 -0.00043539206362965596 -0.00025703019435875158 -0.00058340447842851191 0.00061603418896785363 -1.3397082794001165e-05 0.00010251761130756522 -5.935651276547972e-05 0.00031354942418989148 0.00030871501655133256 -2.0929392464245043e-06 -0.00032959707098865717 4.9718537558044309e-05 -0.0001270403412579595
leaf_weight=78 78 56 85 48 54 49 64 48 71 74 85 108 50 53 71 52 51 50 49 49 56 48 2108 51 95 48
leaf_count=78 78 56 85 48 54 49 64 48 71 74 85 108 50 53 71 52 51 50 49 49 56 48 2108 51 95 48
internal_value=0 0.000139059 -2.32485e-05 -1.15429e-05 -0.000190471 -8.99944e-06 -6.18872e-05 -0.000161764 -0.000292303 -1.40545e-06 4.33231e-05 0.000155503 -0.000119428 -1.64007e-06 -7.42437e-05 -2.63792e-05 6.14359e-05 0.000296329 -0.000188148 -0.000337269 1.25868e-05 4.85265e-06 -1.30148e-06 -1.02084e-05 -7.65498e-05 1.32786e-05
internal_weight=0 767 711 2962 151 103 626 231 135 395 321 193 128 2811 470 417 267 101 150 101 2341 2285 2237 2159 166 96
internal_count=3729 767 711 2962 151 103 626 231 135 395 321 193 128 2811 470 417 267 101 150 101 2341 2285 2237 2159 166 96
is_linear=0
shrinkage=0.0995203


Tree=9271
num_leaves=25
num_cat=0
split_feature=20 20 4 26 18 9 1 1 3 3 26 1 21 17 1 9 9 17 3 18 0 9 26 2
split_gain=0.00150795 0.0183292 0.000666203 0.000706044 0.000637108 0.000504164 0.000484782 0.00105429 0.000812937 0.00152846 0.000779525 0.000903299 0.000754095 0.000743643 0.000472592 0.000704984 0.00049531 0.000316229 0.000279211 0.000940793 0.000766216 0.00055162 0.000987507 0.000562755
threshold=-0.080754999999999993 -0.081374999999999989 0.15221500000000004 -0.091484999999999997 -0.029094999999999999 0.087695000000000009 -0.053299999999999993 -0.067015000000000005 0.090835000000000013 0.089605000000000018 0.093835000000000016 -0.023499999999999997 0.098250000000000018 -0.065699999999999995 -0.073844999999999994 0.094685000000000033 0.098465000000000011 -0.46515999999999996 0.10850000000000003 0.088250000000000009 -0.067839999999999998 0.085610000000000019 0.084645000000000012 -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 2
left_child=1 17 3 4 -2 -6 7 14 9 13 11 -10 -12 -8 16 -16 -5 -1 19 21 -20 22 -19 -23
right_child=2 -3 -4 6 5 -7 8 -9 10 -11 12 -13 -14 -15 15 -17 -18 18 20 -21 -22 23 -24 -25
leaf_value=0.00018970401694254859 2.8533950245019362e-05 0.0019649774722197847 0.00033798185001319541 9.9175788638809335e-06 -0.0005820534835161888 -0.00014571281114344106 -0.00030812585181061404 0.00038425718336370756 0.00045633832596489812 -0.00071524103143478569 -0.00031555171150330296 2.5864924104154498e-05 0 1.772790948449549e-06 -0.00047945352873730369 4.9404436432788173e-05 0.00027114336587034764 -3.0094958721297507e-05 -0.00031992210759804217 0.00035527032041150503 0.00016036218843241599 -0.00013617774419894668 -0.00054412395123507398 0.00024534882290203021
leaf_weight=85 65 51 52 1241 53 65 112 79 54 46 126 515 175 227 47 48 77 194 88 71 50 58 47 103
leaf_count=85 65 51 52 1241 53 65 112 79 54 46 126 515 175 227 47 48 77 194 88 71 50 58 47 103
internal_value=0 0.000143759 -1.42107e-05 -2.07406e-05 -0.000210194 -0.000348634 -7.82159e-06 3.01719e-05 -5.36422e-05 -0.000174049 0 6.8157e-05 -0.000129879 -9.81978e-05 9.7958e-06 -0.000203624 2.58e-05 9.13181e-06 -1.46489e-05 2.01846e-05 -0.000139974 -3.69609e-05 -0.000133738 0.00010282
internal_weight=0 747 2982 2930 183 118 2747 1492 1255 385 870 569 301 339 1413 95 1318 696 611 473 138 402 241 161
internal_count=3729 747 2982 2930 183 118 2747 1492 1255 385 870 569 301 339 1413 95 1318 696 611 473 138 402 241 161
is_linear=0
shrinkage=0.0995203


Tree=9272
num_leaves=29
num_cat=0
split_feature=6 6 0 9 9 2 1 9 0 1 9 9 3 1 17 20 9 27 20 2 20 0 0 8 3 3 3 2
split_gain=0.00201147 0.00748793 0.0149748 0.00212677 0.0016796 0.00573244 0.00144383 0.00113682 0.00146879 0.000833178 0.000767973 0.00173043 0.00154624 0.00119231 0.000995277 0.000695487 0.00126192 0.00186648 0.000948694 0.00104069 0.00068469 0.000618793 0.00141524 0.000834207 0.000597989 0.00152582 0.000839935 0.000399472
threshold=0.085570000000000021 0.082060000000000022 -0.085894999999999985 0.097035000000000024 0.091885000000000022 -0.081344999999999987 -0.054974999999999996 0.09518500000000002 -0.077544999999999989 -0.076894999999999991 0.084835000000000022 0.083715000000000026 0.085965000000000028 -0.085574999999999998 -0.011174999999999999 -0.034144999999999995 0.11351500000000002 -1.0000000180025095e-35 -0.014035000000000001 -0.079739999999999991 -0.048779999999999997 -0.082339999999999983 -0.081674999999999984 -0.083504999999999982 0.11693000000000002 0.11252000000000002 0.10486500000000003 -0.07360499999999999
decision_type=2 2 2 2 2 2 2 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 -3 4 10 -6 9 8 -7 -5 11 14 -12 -13 -2 20 17 -17 -19 -20 24 23 -23 -14 25 26 -1 -26
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leaf_value=-0.00011504835560052526 -0.00026563604382523801 3.9174315016155571e-05 -0.002193322250308119 -0.0003427381025719089 0.0012405774044460141 0.00018810339103473447 -0.00062181979416041919 0.00039196653938825807 -0.00054665905220304886 0.00015068206056759607 -0.00040734894706535889 0.00071420149420277238 5.6295561733201182e-05 9.7991964057891532e-05 0.0002697264749962412 0.00062995951265852699 -0.00037831840008909775 0.00044888107367213376 -0.00013564541921442995 7.0990418551897008e-05 -0.00044347746256083139 0.00066377477949034456 4.913903819707785e-05 -0.00038933477601760643 -6.0932514885774586e-05 -0.0005440277195676008 0.00017406593347995701 0.0002312222303377224
leaf_weight=740 85 74 49 56 56 63 63 72 46 84 83 75 140 59 57 50 78 46 409 586 56 46 212 58 89 76 113 90
leaf_count=740 85 74 49 56 56 63 63 72 46 84 83 75 140 59 57 50 78 46 409 586 56 46 212 58 89 76 113 90
internal_value=0 -8.63498e-05 -0.000843539 6.83079e-05 0.000125718 0.000359565 -0.000225176 8.24629e-05 -0.00011447 -4.08387e-05 5.67121e-05 0.000191886 -1.09863e-05 0.000448995 -4.4972e-05 -4.60785e-05 7.49282e-06 3.58264e-05 6.50332e-06 -1.31256e-05 -0.000100583 5.93634e-05 0.000161898 -7.01082e-05 -8.25139e-05 -0.000114976 -7.57886e-05 8.13876e-05
internal_weight=0 2456 123 1255 1052 237 203 181 109 140 815 276 539 134 142 2333 1169 1091 1041 995 1164 456 258 198 1108 929 853 179
internal_count=3711 2456 123 1255 1052 237 203 181 109 140 815 276 539 134 142 2333 1169 1091 1041 995 1164 456 258 198 1108 929 853 179
is_linear=0
shrinkage=0.0995203


Tree=9273
num_leaves=36
num_cat=0
split_feature=5 5 5 3 3 20 20 3 19 2 17 17 1 21 3 3 3 1 21 21 17 17 20 21 3 1 3 3 24 3 3 3 2 5 3
split_gain=0.0013285 0.0173803 0.0021733 0.00425722 0.0025694 0.00100185 0.000776157 0.00158576 0.00166154 0.0012987 0.000688048 0.00169666 0.000736848 0.000721092 0.00158694 0.0012865 0.000776672 0.000584739 0.000564493 0.000919001 0.000548345 0.00109312 0.000475169 0.000421114 0.00039765 0.000359747 0.000595519 0.00100828 0.000338178 0.000437902 0.000639608 0.000548623 0.000335069 0.000597815 0.00022892
threshold=-0.0070049999999999999 -0.0054650000000000002 -0.012464999999999999 0.088285000000000016 0.084855000000000028 -0.009049999999999999 -0.081374999999999989 0.093535000000000021 0.10395500000000002 -0.079739999999999991 -0.14679499999999998 -0.12118 -0.50954999999999984 0.11162500000000002 0.11089500000000001 0.11693000000000002 0.098000000000000018 -0.085349999999999995 -0.072824999999999987 0.093835000000000016 -0.089699999999999988 -0.000475 -1.0000000180025095e-35 -0.015724999999999999 0.088185000000000027 -0.50954999999999984 0.085505000000000012 0.086965000000000028 0.084270000000000025 0.13640000000000005 0.14940500000000004 0.08666500000000002 -0.076954999999999996 0.51390500000000017 0.10997000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 6 20 8 9 -8 12 -12 -3 14 16 -16 -14 -4 -9 -20 -1 24 -7 -23 -22 -13 -27 -28 29 31 -31 -24 34 -34 -15
right_child=1 10 3 -5 -6 22 7 18 -10 -11 11 25 13 32 15 -17 -18 -19 19 -21 21 23 28 -25 -26 26 27 -29 -30 30 -32 -33 33 -35 -36
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leaf_weight=46 57 57 46 85 73 49 66 48 46 58 50 62 228 48 46 72 102 46 70 145 56 110 357 117 57 78 47 405 64 53 65 634 70 52 46
leaf_count=46 57 57 46 85 73 49 66 48 46 58 50 62 228 48 46 72 102 46 70 145 56 110 357 117 57 78 47 405 64 53 65 634 70 52 46
internal_value=0 -0.000106083 1.61971e-05 0.000293338 0 -1.73485e-05 -0.000102796 -0.000194269 -0.00043164 -0.000621819 -3.42695e-05 3.9751e-05 -0.000101315 -0.000131589 -0.000203735 -0.000518433 -8.87258e-05 0.000348399 -3.77228e-05 2.76585e-05 0 4.34453e-05 3.92495e-05 -7.9623e-05 0.000297916 -5.89945e-06 1.92118e-05 -2.29447e-05 2.58102e-05 1.21958e-05 -0.000167866 3.44621e-05 1.42577e-05 -9.03198e-05 0.000158695
internal_weight=0 1420 2291 250 165 2041 819 433 170 124 1363 642 721 664 448 118 330 92 263 215 386 340 1222 227 113 592 530 452 1173 1109 118 991 216 122 94
internal_count=3711 1420 2291 250 165 2041 819 433 170 124 1363 642 721 664 448 118 330 92 263 215 386 340 1222 227 113 592 530 452 1173 1109 118 991 216 122 94
is_linear=0
shrinkage=0.0995203


Tree=9274
num_leaves=36
num_cat=0
split_feature=26 17 17 1 17 17 0 0 2 17 1 20 1 2 0 5 9 20 8 2 0 1 0 4 5 26 20 26 2 21 17 0 9 20 2
split_gain=0.0014113 0.00275477 0.0150015 0.00190778 0.00296424 0.00637168 0.00138508 0.00110449 0.00180017 0.00129607 0.00233217 0.00108792 0.00195264 0.00104277 0.000796784 0.00110372 0.00117348 0.0017296 0.000738658 0.000675245 0.000605418 0.00119856 0.000819354 0.000567762 0.000515497 0.000503034 0.000454222 0.0006906 0.000953982 0.000450023 0.000398167 0.000816672 0.000611065 0.000316302 0.000176251
threshold=0.087170000000000011 0.048755000000000014 0.08741500000000002 -0.082849999999999993 -0.013125 -0.0073949999999999997 -0.061654999999999995 -0.069824999999999984 -0.077115000000000003 -0.0064000000000000003 -0.079629999999999992 -0.07650499999999999 0.056790000000000014 -0.06454 -0.057604999999999996 -0.49053999999999998 0.083715000000000026 -0.079154999999999989 -0.070134999999999989 -0.082084999999999991 -0.082339999999999983 -0.088909999999999989 -0.084834999999999994 0.14039500000000002 0.063170000000000018 0.093835000000000016 0.0057800000000000013 -0.22971 -0.096664999999999987 0.083545000000000022 -0.10071499999999999 0.019150000000000004 0.098465000000000011 0.09327000000000002 -0.029394999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 -3 4 20 -6 7 9 -9 10 -5 12 -11 -8 15 -4 29 -18 -12 -13 22 24 -2 26 -22 -7 27 28 -1 -17 32 -32 -29 -28 -35
right_child=3 2 14 6 5 25 13 8 -10 11 18 19 -14 -15 -16 16 17 -19 -20 -21 21 -23 -24 -25 -26 -27 33 30 -30 -31 31 -33 -34 34 -36
leaf_value=0 9.1948625584808045e-05 -0.0018774526720268265 0.00041195681260764073 -0.00076203988249384411 0.0015118370501234445 0.000329618951758246 -9.9789549576545828e-05 0.00076195126011666017 0 0.00014250645859905956 -0.00016849184028370598 0.00038177446804027817 -0.0007119116505803091 -0.00070161905820113923 -0.0004068297098702954 0.00037727988421513411 0 -0.00074630847442022045 0.00020996584613557504 6.5951308683185979e-05 -0.00021086940035714336 0.00057680246456849539 -0.00047706645311399788 0.00023782515035124512 0.00017251998482371378 -0.00010659225932859064 0.00031759276970694792 -1.0771232826513658e-06 -0.0006065451480472034 -4.0472730529529062e-05 -5.185803615800586e-05 -0.00046854542431927021 0.00036637554396881438 -0.000118940407690765 0.00013453453519413571
leaf_weight=50 51 53 52 58 49 54 80 49 88 58 174 82 47 48 58 48 76 51 71 434 66 46 46 76 73 47 53 392 52 48 873 50 50 49 59
leaf_count=50 51 53 52 58 49 54 80 49 88 58 174 82 47 48 58 48 76 51 71 434 66 46 46 76 73 47 53 392 52 48 873 50 50 49 59
internal_value=0 -8.1437e-05 -0.000321691 4.21023e-05 0.000221394 0.000579131 -2.23513e-05 1.42179e-05 0.000278401 -2.40662e-05 -0.000193427 5.72504e-05 -0.000232151 -0.000331871 -7.16187e-05 0 -9.71957e-05 -0.000297964 -5.5475e-05 0.000117727 2.8205e-05 0.000136268 -0.000169454 -2.65328e-05 -3.63163e-06 0.000118524 -3.93767e-05 -5.71683e-05 -0.000308096 0.000159876 -3.78179e-05 -7.53174e-05 3.86379e-05 0.000117651 1.19521e-05
internal_weight=0 2090 386 1621 432 150 1189 1061 137 924 303 621 105 128 333 275 223 127 245 516 282 185 97 1704 139 101 1628 1467 102 96 1365 923 442 161 108
internal_count=3711 2090 386 1621 432 150 1189 1061 137 924 303 621 105 128 333 275 223 127 245 516 282 185 97 1704 139 101 1628 1467 102 96 1365 923 442 161 108
is_linear=0
shrinkage=0.0995203


Tree=9275
num_leaves=26
num_cat=0
split_feature=18 18 1 1 17 1 4 3 9 0 17 18 18 18 6 1 0 18 18 18 2 26 9 6 9
split_gain=0.00263055 0.0155877 0.00136597 0.00370593 0.00102251 0.0016753 0.000742581 0.000890295 0.000687271 0.000612432 0.000608385 0.000593215 0.00251761 0.0020613 0.000804233 0.000685365 0.000587319 0.000485182 0.000626083 0.00062015 0.000420743 0.000339603 0.000440022 0.000299882 0.000175888
threshold=-0.095799999999999982 -0.099739999999999995 -0.082489999999999994 -0.083684999999999996 -0.24445500000000001 -0.031409999999999993 0.10801000000000002 0.11061500000000002 0.095950000000000021 -0.081195000000000003 -0.10071499999999999 0.089505000000000015 0.086800000000000016 0.092750000000000013 0.087075000000000027 -0.080500000000000002 -0.081674999999999984 -0.12363 -0.10872 -0.14624999999999996 -0.088554999999999995 0.097125000000000031 0.096830000000000013 0.098855000000000012 0.084515000000000021
decision_type=2 2 2 2 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 6 5 -4 7 8 9 -2 24 12 15 14 -13 -12 -7 19 -19 20 -1 22 -22 -15 -6
right_child=2 -3 4 -5 10 16 -8 -9 -10 -11 11 13 -14 23 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26
leaf_value=-0.0002465031367465593 7.1230334837987621e-06 -0.0019198986997451036 -0.00072406978333601198 0.00098977657713526074 0.00037219736368619607 -0.00027305589861530106 -0.0002045773394908836 0.00050592184787214369 -0.000292148275985351 0.00021269579554938529 -0.00036471128589094393 0.00017447042698453332 -0.00062984391460086644 1.1242644799982961e-05 0.00076872657399713808 -1.1591342212795788e-05 0.00022561389438232663 -0.00043257415399361937 0 0.00032874642122837232 -5.1000647553697229e-06 -0.00021606699810400483 0.00033941605217875772 -0.00020393539823639981 7.8468346302931096e-05
leaf_weight=82 332 49 54 46 48 47 86 51 47 265 57 50 72 379 49 1403 46 68 60 49 148 50 47 76 50
leaf_count=82 332 49 54 46 48 47 86 51 47 265 57 50 72 379 49 1403 46 68 60 49 148 50 47 76 50
internal_value=0 -0.000224808 1.03046e-05 0.000120381 -2.83975e-05 -0.000282688 6.81263e-05 0.000103049 6.98731e-05 9.97452e-05 -1.0907e-05 -2.26496e-05 -5.48546e-05 6.49308e-05 0.000476866 -2.59382e-05 -1.75996e-05 -5.83828e-05 -0.00022575 0 -5.08792e-05 1.12537e-05 7.37391e-05 -2.29e-05 0.000230689
internal_weight=0 553 3158 827 2331 147 781 695 644 597 2184 2086 1532 554 99 1460 93 504 128 376 327 245 195 455 98
internal_count=3711 553 3158 827 2331 147 781 695 644 597 2184 2086 1532 554 99 1460 93 504 128 376 327 245 195 455 98
is_linear=0
shrinkage=0.0995203


Tree=9276
num_leaves=26
num_cat=0
split_feature=17 6 2 1 1 2 2 26 1 8 17 1 18 17 17 21 17 1 3 18 3 5 17 21 18
split_gain=0.000953533 0.00222393 0.000669096 0.000638074 0.000557665 0.00381144 0.00447023 0.00142582 0.000670024 0.00074009 0.000771971 0.000673743 0.0013004 0.000474263 0.00243419 0.00059941 0.000538101 0.000661908 0.000631866 0.000951772 0.000473323 0.000468461 0.000463382 0.000451269 0.000390498
threshold=0.50822500000000015 0.11766500000000002 -0.073369999999999991 -0.080954999999999985 -0.083284999999999984 -0.082904999999999993 -0.082084999999999991 0.11023000000000002 -0.096749999999999989 -0.085605000000000001 -0.0088649999999999996 -0.49056499999999997 -0.13579499999999997 -0.052269999999999997 -0.031185000000000001 0.13042000000000004 -0.068169999999999994 -0.049499999999999995 0.10807500000000002 0.044095000000000009 0.097595000000000029 -0.55105499999999996 -0.065004999999999993 0.089350000000000027 -0.0047450000000000001
decision_type=2 2 2 2 2 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 -7 8 11 22 -11 12 -1 16 -15 21 17 -5 20 -20 -19 -16 -10 -23 -13
right_child=1 -3 -4 13 5 6 -8 -9 9 10 -12 24 -14 14 15 -17 -18 18 19 -21 -22 23 -24 -25 -26
leaf_value=-0.00029145327559913981 0.00019292491685705423 0.00079827010090698992 -0.00024270894876240055 -0.00029627578542500409 -0.00048294508270042412 0.0012666726176573581 -3.1930577256441548e-05 -0.00037997436031215499 0.00021711714329107485 0.00014631831905673716 0.00054101494502301311 -0.00021479314387238169 0.00027789086134966291 -0.0005922820353210142 -0.00036036674264185528 0.00029610155844180295 0.0002860242649383182 0 5.4319233029494741e-05 0.00054721957013130831 -0.00029512477912602044 -6.0092719067733578e-06 -0.00015925962456658096 -0.00013654956888588778 4.7988330510684312e-06
leaf_weight=53 89 49 57 69 49 49 54 79 49 198 70 163 149 84 48 50 70 372 212 49 64 1006 93 362 144
leaf_count=53 89 49 57 69 49 49 54 79 49 198 70 163 149 84 48 50 70 372 212 49 64 1006 93 362 144
internal_value=0 0.000217698 1.72416e-05 -8.29219e-06 5.23043e-05 0.000230534 0.000577904 2.43388e-05 5.99856e-05 0.00015485 0.000252465 -1.48191e-05 0.000124456 -3.78415e-05 -7.05534e-05 -4.01006e-05 2.18294e-05 -1.24507e-06 2.67872e-05 0.000149993 -4.50889e-05 -5.25502e-05 -2.36181e-05 -4.11512e-05 -0.000109126
internal_weight=0 195 146 3536 1150 152 103 998 919 410 268 509 202 2386 1550 1466 836 766 697 261 436 1416 142 1368 307
internal_count=3731 195 146 3536 1150 152 103 998 919 410 268 509 202 2386 1550 1466 836 766 697 261 436 1416 142 1368 307
is_linear=0
shrinkage=0.0995203


Tree=9277
num_leaves=23
num_cat=0
split_feature=18 17 18 10 17 17 18 3 26 3 29 2 3 26 26 19 18 0 20 2 17 18
split_gain=0.000797441 0.00196116 0.000753177 0.000672245 0.000659497 0.00225846 0.00112893 0.000713006 0.00169051 0.000967949 0.000543998 0.000498462 0.000448286 0.00109607 0.00237358 0.000527174 0.000519039 0.000477054 0.000465577 0.000401575 0.00106375 0.00058964
threshold=-0.069565000000000002 0.40441500000000008 -0.057764999999999997 0.09056500000000002 -0.12118 -0.14679499999999998 -0.094389999999999988 0.10871500000000002 0.090385000000000021 0.11462500000000002 -0.109725 0.08666500000000002 0.084735000000000019 0.08709500000000002 0.088115000000000013 0.12633000000000003 -0.046804999999999992 -0.085794999999999996 -0.014534999999999999 -0.070354999999999987 0.12439000000000001 -0.086064999999999989
decision_type=2 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 10 5 6 7 8 -1 -9 -4 19 13 17 -15 16 -14 -12 -17 20 21 -6
right_child=2 -3 3 -5 11 -7 -8 9 -10 -11 12 -13 15 14 -16 18 -18 -19 -20 -21 -22 -23
leaf_value=-0.0003198647476144178 -0.00034064551625351248 0.00065377380389735804 -0.00033944967138648527 0.0002998306122051542 -5.8967311001393217e-05 0.00078584658355164601 0.00048221456805847592 0.00050713042537367731 0.00035970122364516774 0 8.0144873500314476e-05 -0.00028501421562312785 -0.00036492420636883405 0.00087125304455949217 -1.9313688840416199e-05 -1.4536965063402492e-05 -4.3359151242965854e-05 -0.00017215849645818668 0.00034803382104726276 0.00022707925409741952 -0.00044855353228837307 0.00019642289545087314
leaf_weight=140 74 55 54 64 264 47 54 50 48 143 171 66 52 48 73 70 1809 129 63 70 53 134
leaf_count=140 74 55 54 64 264 47 54 50 48 143 171 66 52 48 73 70 1809 129 63 70 53 134
internal_value=0 7.31752e-05 -2.70747e-05 -1.75907e-05 4.25376e-05 0.000129101 5.62605e-05 -1.96242e-06 -0.000142004 0.00013021 -2.61503e-05 -2.71473e-05 -1.88059e-05 7.38432e-05 0.000327204 -3.87778e-05 -5.27842e-05 -2.56168e-05 0.000151052 3.94794e-06 -2.88693e-05 2.49615e-05
internal_weight=0 1124 2607 2533 1069 482 435 381 188 193 2469 587 2415 421 121 1994 1861 300 133 521 451 398
internal_count=3731 1124 2607 2533 1069 482 435 381 188 193 2469 587 2415 421 121 1994 1861 300 133 521 451 398
is_linear=0
shrinkage=0.0995203


Tree=9278
num_leaves=25
num_cat=0
split_feature=17 6 18 18 20 20 20 10 26 0 6 0 5 18 8 4 3 4 3 9 9 3 0 17
split_gain=0.000728146 0.00174993 0.000529693 0.00122614 0.000715801 0.00135382 0.00135366 0.000601082 0.000506273 0.000492351 0.000984127 0.00085878 0.000727539 0.000640863 0.00103386 0.000783565 0.000462771 0.000456208 0.000793641 0.000914585 0.000723559 0.000437947 0.000827408 0.000809474
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_count=83 91 49 66 519 47 50 1454 51 47 52 54 83 210 54 267 46 55 54 62 64 47 68 50 108
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internal_weight=0 195 3536 2460 2394 795 1599 1552 1501 1076 683 393 629 577 321 256 146 310 256 126 130 745 569 176
internal_count=3731 195 3536 2460 2394 795 1599 1552 1501 1076 683 393 629 577 321 256 146 310 256 126 130 745 569 176
is_linear=0
shrinkage=0.0995203


Tree=9279
num_leaves=31
num_cat=0
split_feature=5 29 29 0 9 23 21 0 5 2 2 3 6 2 6 6 3 2 4 2 3 2 18 2 2 29 4 8 6 18
split_gain=0.000647599 0.000776468 0.000657193 0.000590992 0.00180596 0.00274947 0.00104859 0.000865107 0.000757438 0.000497741 0.00113924 0.000972264 0.000844981 0.00184673 0.000699133 0.00116338 0.000517254 0.000404957 0.000737669 0.00122009 0.000780057 0.000381641 0.00130042 0.000745983 0.000470362 0.000373069 0.000367985 0.000616873 0.000285749 8.85295e-05
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decision_type=2 2 2 2 2 2 2 2 2 2 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 7 5 -5 26 8 17 12 -11 -12 21 16 -13 -16 -14 18 20 -20 -1 23 29 24 -3 28 27 -7 -2 -23
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leaf_count=135 51 1428 50 55 54 64 68 87 50 64 83 52 58 68 53 459 49 87 49 47 76 47 58 91 75 47 60 51 69 46
internal_value=0 2.5583e-05 -0.000154573 -7.19372e-05 -0.000172004 -7.29729e-05 -0.000219214 -4.06101e-06 -6.18066e-05 4.0753e-05 0.000112052 7.09612e-05 1.39236e-05 -0.000193841 2.26164e-05 -1.11463e-05 5.69338e-05 -1.33509e-05 -6.8981e-05 -0.000298545 3.15854e-05 3.52287e-05 0.000187117 2.03267e-05 3.75543e-05 -5.42314e-05 -8.47858e-05 1.27162e-05 -0.000151048 -3.5303e-05
internal_weight=0 2848 217 883 352 298 243 531 444 2631 711 647 1920 175 564 512 107 394 307 96 211 1745 151 1594 1503 167 175 115 120 93
internal_count=3731 2848 217 883 352 298 243 531 444 2631 711 647 1920 175 564 512 107 394 307 96 211 1745 151 1594 1503 167 175 115 120 93
is_linear=0
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Tree=9280
num_leaves=33
num_cat=0
split_feature=20 20 6 6 17 17 26 2 17 1 2 3 18 2 3 8 17 6 2 26 8 9 2 18 9 21 20 8 24 17 26 26
split_gain=0.00402945 0.0385055 0.00291826 0.0113932 0.00102339 0.0105832 0.00122626 0.00439458 0.00112221 0.000984734 0.000838452 0.000828175 0.000738251 0.00160372 0.00116398 0.000910468 0.000733875 0.000608478 0.000770495 0.000548081 0.00112941 0.000770563 0.00050371 0.000496523 0.000375352 0.000369391 0.00105819 0.000410119 0.000354581 0.000518475 0.000328707 0.000674663
threshold=-0.080869999999999984 -0.081424999999999984 -0.0097999999999999979 -0.0079349999999999993 -0.11045499999999998 -0.13530499999999998 0.10924500000000002 -0.082234999999999989 -0.036600000000000001 -0.078954999999999984 -0.076524999999999996 0.11462500000000002 -0.09053499999999999 -0.081734999999999988 0.11089500000000001 0.0073150000000000012 -0.46515999999999996 -0.03764 -0.072419999999999998 -0.025024999999999999 -0.086404999999999996 0.089025000000000021 -0.089549999999999991 -0.019539999999999998 0.093425000000000022 -0.072824999999999987 -0.014534999999999999 -0.47145500000000001 0.083550000000000027 -0.095109999999999986 -0.076124999999999998 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 2 2 2 2 2 2 2 2 2
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leaf_count=48 51 50 47 51 65 51 55 58 49 51 155 58 79 81 59 49 69 51 51 87 129 52 51 132 49 64 74 61 51 1610 86 67
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internal_weight=0 744 694 251 2997 704 2293 368 313 255 206 443 653 334 319 260 385 183 132 337 216 121 151 211 100 1925 139 1786 1722 1671 204 153
internal_count=3741 744 694 251 2997 704 2293 368 313 255 206 443 653 334 319 260 385 183 132 337 216 121 151 211 100 1925 139 1786 1722 1671 204 153
is_linear=0
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Tree=9281
num_leaves=32
num_cat=0
split_feature=20 20 17 20 5 5 3 26 18 26 0 1 17 2 8 0 5 0 8 0 0 20 5 17 17 26 17 26 3 3 20
split_gain=0.00327173 0.0312157 0.00285701 0.0101109 0.00129104 0.00504592 0.00763949 0.00176323 0.00722589 0.00190355 0.00144385 0.00219405 0.00149331 0.00127128 0.000778071 0.000639804 0.000904697 0.000591667 0.00187821 0.00078723 0.000548542 0.000546171 0.00103931 0.000508148 0.00062333 0.000475833 0.000538301 0.000470737 0.00042347 0.000989603 0.000381574
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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is_linear=0
shrinkage=0.0995203


Tree=9282
num_leaves=30
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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is_linear=0
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Tree=9283
num_leaves=42
num_cat=0
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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is_linear=0
shrinkage=0.0995203


Tree=9284
num_leaves=26
num_cat=0
split_feature=18 20 20 20 20 18 3 1 1 9 20 20 20 8 5 20 1 9 26 26 26 3 1 3 5
split_gain=0.000477825 0.000755563 0.00102811 0.00104132 0.000926224 0.000767475 0.00147965 0.000827774 0.00151562 0.00284392 0.000685693 0.000482236 0.00136537 0.000754346 0.000610087 0.000853051 0.000849404 0.000464799 0.000830841 0.000462795 0.000721421 0.000425492 0.0010746 0.000842994 0.000284614
threshold=-0.069565000000000002 -1.0000000180025095e-35 -0.009049999999999999 -0.013254999999999999 -0.042414999999999994 -0.011039999999999999 0.084620000000000015 -0.068094999999999989 -0.083284999999999984 0.08888500000000002 0.0057800000000000013 -0.097019999999999995 -0.085594999999999991 -0.00076499999999999995 -0.021739999999999999 -0.083330000000000001 -0.018369999999999997 0.10864500000000002 0.12336000000000003 0.11861500000000001 0.11444500000000003 0.11275500000000002 -0.034059999999999993 0.10708000000000002 -0.09583499999999999
decision_type=2 2 2 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 21 6 -3 8 9 -8 11 13 -13 -1 -14 -16 -17 18 19 20 -7 23 -23 -2 -19
right_child=1 5 -4 -5 -6 17 7 -9 -10 -11 -12 12 14 -15 15 16 -18 24 -20 -21 -22 22 -24 -25 -26
leaf_value=9.3692211729694199e-05 1.9711002626124766e-05 -0.0005757300697960654 0.00042833159471129031 -0.00041245363645159928 0.00043433113244417096 -2.0686032459888159e-05 0.0002026063451739481 -0.00040866258595285038 0.00039442287991914315 -0.00079258519455449648 0.00033746927015658538 0.00051042580612834529 -0.00022414746316768723 -0.00041163569476137081 0.00043222340616350937 0.000100748875967599 -0.00013105620427179794 0.0003049010021577983 -0.00045558208077385424 0.00026416456613218334 -0.00038335614290876664 0.00050876535516310932 0 -0.00036092507388885251 0
leaf_weight=56 558 78 67 51 58 1004 70 56 70 47 83 63 84 57 56 496 227 63 47 51 58 58 138 64 68
leaf_count=56 558 78 67 51 58 1004 70 56 70 47 83 63 84 57 56 496 227 63 47 51 58 58 138 64 68
internal_value=0 -1.6657e-05 5.11449e-05 2.30001e-05 4.92864e-05 -5.89731e-05 -0.000197045 -7.21233e-05 2.42809e-05 -0.000190175 6.09329e-05 3.80541e-05 6.237e-05 -0.000153963 2.87128e-05 5.70298e-05 2.68369e-05 -2.40081e-05 -4.46225e-05 -2.65328e-05 -4.12637e-05 2.09842e-05 0.000149314 -1.8138e-05 0.000152282
internal_weight=0 2606 994 927 876 1612 321 243 187 117 1122 1039 926 113 863 779 723 1291 1160 1113 1062 818 196 622 131
internal_count=3728 2606 994 927 876 1612 321 243 187 117 1122 1039 926 113 863 779 723 1291 1160 1113 1062 818 196 622 131
is_linear=0
shrinkage=0.0995203


Tree=9285
num_leaves=22
num_cat=0
split_feature=7 20 17 17 4 1 9 6 6 26 9 9 2 9 26 17 17 9 20 21 0
split_gain=0.000570558 0.000456054 0.000749575 0.000735432 0.000623885 0.000620454 0.000828753 0.000509449 0.000865003 0.000646226 0.000958667 0.00214786 0.00133618 0.000573251 0.00213816 0.000503329 0.00105143 0.000585614 0.000472234 0.00109822 0.00102035
threshold=-0.075879999999999989 -0.0078249999999999986 -0.088525000000000006 -0.09744499999999999 0.13271500000000006 -0.048734999999999994 0.08006000000000002 0.092405000000000029 0.090710000000000027 0.11790500000000002 0.094435000000000033 0.097365000000000021 -0.082294999999999993 0.11296000000000002 0.12043500000000003 -0.11248999999999999 -0.14679499999999998 0.098465000000000011 -0.24910499999999999 0.12684000000000004 -0.067839999999999998
decision_type=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 6 -2 8 13 10 12 -12 -9 14 -4 16 17 -3 -7 20 -20
right_child=1 2 7 -5 -6 18 -8 9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.000279459308893858 -0.00050782871853740611 -6.3682409496430909e-05 -9.1932829024351162e-05 0.00035514654418525012 0.00034622830129935978 0.0003478196807335685 2.8314809840811602e-05 -0.00028245693035992446 -0.00041412351322943429 0.00029198773095264271 -0.00062726296397293756 0.00014542561727745953 0.00027713659418774142 -0.00038373399739936886 0.00052361392255921015 -0.00027602436504710353 0.0003772320282560632 0.00026389047489231598 2.4237578950641001e-05 -0.00038857776391149133 0.00032555827880373741
leaf_weight=74 48 341 979 76 65 51 64 59 81 76 69 71 142 57 59 50 83 64 1036 57 126
leaf_count=74 48 341 979 76 65 51 64 59 81 76 69 71 142 57 59 50 83 64 1036 57 126
internal_value=0 1.0126e-07 -2.81424e-05 6.46148e-05 4.37449e-05 2.89257e-05 -0.000194152 -6.44082e-05 -9.80821e-05 2.85937e-05 -2.77093e-05 -0.000229552 0.000108805 -7.3956e-05 -5.61564e-05 2.20515e-05 5.42696e-05 -9.89648e-06 4.92433e-05 3.608e-05 5.76154e-05
internal_weight=0 3654 2207 614 1447 1382 112 1593 1176 417 341 140 201 1095 1038 538 488 405 1270 1219 1162
internal_count=3728 3654 2207 614 1447 1382 112 1593 1176 417 341 140 201 1095 1038 538 488 405 1270 1219 1162
is_linear=0
shrinkage=0.0995203


Tree=9286
num_leaves=13
num_cat=0
split_feature=7 27 10 17 4 21 21 17 18 4 9 5
split_gain=0.000462387 0.000387037 0.000478426 0.000649991 0.0010931 0.000542891 0.00122714 0.000721868 0.000595969 0.000569313 0.000404992 0.000275377
threshold=-0.075879999999999989 0.099145000000000025 0.09056500000000002 -0.55380499999999999 0.09896000000000002 -0.012349999999999998 -0.035574999999999996 -0.088160000000000002 -0.0087699999999999983 0.090805000000000011 0.10153500000000003 -0.41397
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 9 10 -9 -5 -7 -3
right_child=1 11 -4 5 -6 7 -8 8 -10 -11 -12 -13
leaf_value=0.00025164745683812253 3.236625146378659e-05 -0.00030162634684983758 0.00026653051506653403 -4.4858992496376916e-05 -0.00055889061054020057 9.5945789740326564e-05 0.0004625797213607601 -0.0001133809355077263 6.5450151079814008e-08 0.00025991710752938467 -0.00011766446905321266 -1.6482200742772349e-05
leaf_weight=74 67 70 69 243 54 768 82 679 1369 80 96 77
leaf_count=74 67 70 69 243 54 768 82 679 1369 80 96 77
internal_value=0 1.35781e-07 6.9907e-06 1.54367e-06 -0.000224735 1.00448e-05 0.000118084 -4.70016e-06 -3.71472e-05 2.80929e-05 7.12638e-05 -0.000157834
internal_weight=0 3654 3507 3438 121 3317 405 2912 2048 323 864 147
internal_count=3728 3654 3507 3438 121 3317 405 2912 2048 323 864 147
is_linear=0
shrinkage=0.0995203


Tree=9287
num_leaves=25
num_cat=0
split_feature=26 3 1 3 3 1 7 3 23 26 27 3 3 0 0 2 0 8 8 2 1 8 2 8
split_gain=0.000403652 0.000701981 0.00165195 0.00192696 0.000976724 0.000590814 0.000532129 0.000656798 0.000844463 0.000791304 0.00054389 0.000461612 0.000706932 0.000595681 0.00110723 0.000920451 0.000573591 0.000688446 0.000426263 0.00135675 0.000585546 0.000404508 0.000301857 0.000206284
threshold=0.08734500000000002 0.085965000000000028 -0.085014999999999993 0.084735000000000019 0.084065000000000015 0.18123500000000006 -0.075879999999999989 0.13977500000000004 -0.022119999999999997 -0.054024999999999997 0.08988500000000002 0.11896500000000003 0.12651000000000004 -0.073219999999999993 -0.069824999999999984 -0.072895000000000001 -0.074819999999999984 -0.074504999999999988 -0.08595499999999999 0.11995000000000003 -0.010395 -0.096609999999999988 -0.026175 -0.070134999999999989
decision_type=2 2 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 -2 11 -1 8 -8 -9 18 13 -13 16 23 -16 17 -3 20 -20 -10 -7 -12 -15
right_child=1 5 3 -5 -6 21 7 9 10 -11 22 12 -14 14 15 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.0003045796680354332 -0.0001775410664807858 5.367820300718544e-05 0.00053274985896233844 -0.0003651911386451397 -0.00081928471825686413 -0.00044272344330718166 0.00041649638652853393 5.2644915856138798e-05 2.9530450054028665e-05 -0.00036608233668756124 -2.085179217413874e-05 0.00043550268978574251 -1.3311876876509512e-05 -0.00023948211133810733 0.00017189346557936627 -0.00025769187890659892 0.00035152193147372404 -0.00017587975494327707 3.2796557564123536e-05 -0.0004612752960022986 0.00023813746375965419 -1.8938520591737003e-05 -0.00037849556974420528 -0.00057944003094416126
leaf_weight=70 54 686 48 46 48 50 58 83 351 90 57 61 73 48 122 83 52 159 1064 58 226 48 47 46
leaf_count=70 54 686 48 46 48 50 58 83 351 90 57 61 73 48 122 83 52 159 1064 58 226 48 47 46
internal_value=0 -3.22013e-05 -0.000208971 8.46232e-05 -0.000487564 -7.36548e-06 3.37767e-05 2.40545e-05 4.16468e-05 -0.000160458 2.91344e-05 9.41905e-06 0.00018489 -9.5563e-06 -0.000131724 0 3.02536e-05 9.51448e-06 4.30515e-05 6.52667e-06 0.000112657 -0.000243509 -0.000190351 -0.000414553
internal_weight=0 1624 196 94 102 1428 2104 2034 1861 173 1803 1330 134 1196 299 205 897 845 1699 1122 577 98 104 94
internal_count=3728 1624 196 94 102 1428 2104 2034 1861 173 1803 1330 134 1196 299 205 897 845 1699 1122 577 98 104 94
is_linear=0
shrinkage=0.0995203


Tree=9288
num_leaves=22
num_cat=0
split_feature=29 0 5 0 1 6 17 1 9 18 18 5 17 5 26 0 0 3 3 5 2
split_gain=0.00305554 0.000852331 0.00186639 0.00131178 0.000963823 0.000938118 0.000734877 0.000669687 0.00069497 0.000422036 0.000864836 0.000624637 0.000377784 0.000662173 0.00111505 0.000912031 0.001013 0.000708899 0.000431931 0.000612346 0.000708949
threshold=0.12669500000000003 -0.059114999999999994 -0.43873000000000001 -0.071029999999999996 -0.067015000000000005 -0.082809999999999995 -0.56368999999999991 0.058455000000000014 0.094085000000000016 -0.040349999999999997 0.10256000000000003 0.2686150000000001 -0.16408999999999999 0.0047850000000000011 0.096535000000000024 -0.073464999999999989 -0.075424999999999992 0.095135000000000011 0.097880000000000023 0.11083500000000003 -0.084924999999999987
decision_type=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 -5 -4 -7 8 -6 11 -11 -8 18 15 17 16 -14 -15 19 -1 -21
right_child=-2 2 5 4 7 6 9 -9 -10 10 -12 -13 13 14 -16 -17 -18 -19 -20 20 -22
leaf_value=-0.00039200383764316277 -0.00078047072953328969 0.00069301882440237872 -0.00029427449609571195 -0.0004696614427858018 0.00035367226133802926 0.00047969461613891373 -5.7585315328912475e-05 -0.00032972339889583295 -0.00010841202901924308 -0.00015035415700049242 0.0002070141329202031 0.00031168503144890269 2.3991946014797227e-05 0.00017333198644998098 -0.00021082175555444513 0.00041289148820498856 -0.00039374899096800332 0.00061640089619957204 0.00011346127171776408 0.00011425952243120677 -0.0002998277118579096
leaf_weight=70 47 54 59 89 49 52 63 68 91 159 116 136 2087 118 48 58 59 57 86 108 65
leaf_count=70 47 54 59 89 49 52 63 68 91 159 116 136 2087 118 48 58 59 57 86 108 65
internal_value=0 2.66907e-05 0.000131258 4.53641e-06 -0.000193856 7.80033e-05 0.000121317 -7.19074e-05 4.74702e-05 8.02743e-05 0 0.000190667 2.62132e-05 3.99979e-05 0.000203895 2.30434e-05 1.21255e-05 0.000322324 -7.29871e-05 -0.000142342 -3.65905e-05
internal_weight=0 3692 639 3053 297 585 526 208 140 474 275 199 2756 2427 223 2204 2146 175 329 243 173
internal_count=3739 3692 639 3053 297 585 526 208 140 474 275 199 2756 2427 223 2204 2146 175 329 243 173
is_linear=0
shrinkage=0.0995203


Tree=9289
num_leaves=14
num_cat=0
split_feature=29 11 2 9 26 24 1 1 1 26 2 6 21
split_gain=0.00247787 0.00106682 0.000804456 0.000516005 0.000718902 0.000605747 0.000572843 0.000562314 0.00100453 0.000572607 0.000461837 0.000778527 0.000439825
threshold=0.12669500000000003 -0.37506 -0.241895 0.08951000000000002 0.15222000000000005 -0.063789999999999986 0.0015850000000000003 -0.076894999999999991 -0.081224999999999992 0.11819500000000002 0.12185000000000003 -0.083069999999999991 -0.091104999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 7 -4 -6 8 -5 -9 12 -12 -7
right_child=-2 2 3 4 6 10 -8 9 -10 -11 11 -13 -14
leaf_value=0.0004210694201958365 -0.00070279819401729011 0.00040188843845984941 -0.00026963544740466215 -4.863306682544918e-05 0.00047084690727292332 -0.00019591451431585907 0 6.2817448979385227e-06 -0.00041762176766565806 -0.00028945634485406637 0 0.00038903831742602803 4.3705445004229825e-05
leaf_weight=66 47 53 60 241 47 78 51 827 109 70 105 101 1884
leaf_count=66 47 53 60 241 47 78 51 827 109 70 105 101 1884
internal_value=0 2.40344e-05 1.65819e-05 1.06373e-05 -3.77261e-05 4.02008e-05 0.000220069 -5.86423e-05 -0.000165886 -1.58844e-05 4.91532e-05 0.000191769 3.3762e-05
internal_weight=0 3692 3626 3573 1345 2228 98 1247 350 897 2168 206 1962
internal_count=3739 3692 3626 3573 1345 2228 98 1247 350 897 2168 206 1962
is_linear=0
shrinkage=0.0995203


Tree=9290
num_leaves=8
num_cat=0
split_feature=29 11 2 5 5 28 0
split_gain=0.00200937 0.000864847 0.000652273 0.000434038 0.00042766 0.00043711 0.000372308
threshold=0.12669500000000003 -0.37506 -0.241895 0.63223000000000018 0.51659500000000014 0.083225000000000021 -0.079564999999999983
decision_type=2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4
right_child=-2 2 3 -5 -6 -7 -8
leaf_value=0.00037916450790042845 -0.00063285559012075292 0.0003618923996951774 3.8128394377116411e-05 -0.00025744692307715122 0.00027377122356179518 -0.00026324226746707709 -3.1082618698995246e-05
leaf_weight=66 47 53 2231 59 62 57 1164
leaf_count=66 47 53 2231 59 62 57 1164
internal_value=0 2.1633e-05 1.48995e-05 9.52327e-06 1.42387e-05 9.34015e-06 1.41578e-05
internal_weight=0 3692 3626 3573 3514 3452 3395
internal_count=3739 3692 3626 3573 3514 3452 3395
is_linear=0
shrinkage=0.0995203


Tree=9291
num_leaves=13
num_cat=0
split_feature=7 11 2 9 9 19 4 27 23 2 2 5
split_gain=0.00230506 0.000701577 0.00047663 0.000483438 0.000462001 0.000514803 0.000505326 0.000426509 0.000553876 0.000518949 0.000364503 0.000174319
threshold=0.10781500000000002 -0.37506 -0.241895 0.08951000000000002 0.09032500000000003 -0.050215000000000003 0.12205500000000002 0.081500000000000017 0.086650000000000019 -0.082139999999999991 -0.0064000000000000003 -0.014739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 7 -5 -6 -7 8 9 -4 11 -9
right_child=-2 2 3 4 5 6 -8 10 -10 -11 -12 -13
leaf_value=0.00034054869663807522 -0.00068018924701382312 0.00030075945558217181 7.6781305123640657e-06 -0.00025701891157455138 -0.00032163724689089114 7.9186909784533009e-06 -0.00028582375222421764 -7.8291748531645561e-05 -0.00026792871421570536 0.00011095169954510982 7.591719521839688e-05 -0.0003213086251769558
leaf_weight=67 47 57 948 89 54 1130 61 79 51 1020 75 61
leaf_count=67 47 57 948 89 54 1130 61 79 51 1020 75 61
internal_value=0 2.08844e-05 1.47503e-05 9.95179e-06 -3.71431e-05 -2.07675e-05 -6.43872e-06 3.84402e-05 5.28902e-05 6.162e-05 -9.3447e-05 -0.000190025
internal_weight=0 3692 3625 3568 1334 1245 1191 2234 2019 1968 215 140
internal_count=3739 3692 3625 3568 1334 1245 1191 2234 2019 1968 215 140
is_linear=0
shrinkage=0.0995203


Tree=9292
num_leaves=22
num_cat=0
split_feature=2 2 7 2 1 27 2 5 20 1 8 8 8 20 0 4 0 5 1 8 0
split_gain=0.00187954 0.0146174 0.000728837 0.000599634 0.000814102 0.000588482 0.000564573 0.000406197 0.000554005 0.000515765 0.000542329 0.000884454 0.000788777 0.000919813 0.000514415 0.000510821 0.00103733 0.000457097 0.000419287 0.000456182 0.000394364
threshold=-0.10018999999999999 -0.10598499999999998 0.082295000000000021 -0.24206999999999998 -0.49056499999999997 0.11129500000000002 -0.14091999999999996 0.022285000000000003 1.0000000180025095e-35 0.41897000000000012 -0.084855 -0.085165000000000005 -0.084324999999999997 0.10252000000000001 -0.085605000000000001 0.10845500000000002 -0.087965000000000002 0.052820000000000013 0.5126750000000001 -0.090440000000000006 -0.14909499999999998
decision_type=2 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 20 9 15 10 11 14 -12 -14 -2 16 -9 -18 -11 -20 -6
right_child=5 -3 -4 4 6 -7 -8 8 -10 18 12 -13 13 -15 -16 -17 17 -19 19 -21 -22
leaf_value=-0.00026788641362647905 5.6835244896767572e-05 -0.0018018151375792091 -0.00033843584327206052 0.00043395417585599433 0.00011909281532247275 -0.00029012789496360333 0.00023246235336814902 0.00058442424347425763 -0.00018935679170788383 0.00032095661116562642 -0.00046110431325189312 0.00045754963389417795 -3.2445296070181913e-05 -0.00045423180595345429 -0.00011154242514777516 -0.0001510303838758131 0.00039405534687514534 6.2391121167805518e-05 0.00020822103562111459 -0.00020486513260570871 -0.00021076790873896781
leaf_weight=51 639 51 58 58 52 67 79 46 72 79 49 46 1201 54 249 71 46 554 57 49 102
leaf_count=51 639 51 58 58 52 67 79 46 72 79 49 46 1201 54 249 71 46 554 57 49 102
internal_value=0 -0.00021498 -1.06112e-05 4.25912e-05 9.98179e-05 1.47282e-06 1.31289e-05 7.81027e-06 6.99847e-05 -1.20977e-05 -2.56109e-05 3.1682e-05 -6.72751e-05 -5.12462e-05 8.69936e-06 9.71691e-05 0.000125715 8.91831e-05 0.00014695 9.54322e-06 -9.40706e-05
internal_weight=0 451 400 342 291 3279 233 3212 789 2423 2238 934 1304 1255 888 717 646 600 185 106 154
internal_count=3730 451 400 342 291 3279 233 3212 789 2423 2238 934 1304 1255 888 717 646 600 185 106 154
is_linear=0
shrinkage=0.0995203


Tree=9293
num_leaves=14
num_cat=0
split_feature=3 17 27 10 10 1 4 3 4 1 26 4 4
split_gain=0.00225752 0.0145629 0.000547269 0.000480993 0.00155793 0.000531294 0.000524458 0.00110414 0.00103735 0.000309208 0.00022672 0.000289155 0.000262772
threshold=0.081685000000000021 0.033280000000000011 0.11129500000000002 0.090150000000000022 0.086275000000000018 0.50462500000000021 0.10343500000000001 0.12212000000000002 0.09939000000000002 0.51390500000000017 -0.084599999999999995 0.12205500000000002 0.087010000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 5 6 8 -8 -2 -7 -1 12 -12
right_child=2 -3 -4 -5 -6 9 7 -9 -10 -11 11 -13 -14
leaf_value=-0.00012306378139152299 0 -0.0019126999956187957 -0.00026972881089628936 -0.00027071935641612214 0.00055688692902275709 0.00042279000775927855 -0.00033331328215590765 4.4360080220504741e-05 0.00042512275565285496 3.5763736368541944e-05 1.3051132754561859e-06 -8.501298881746891e-05 0.00033198779456457359
leaf_weight=69 2816 46 73 61 51 46 141 161 58 46 49 55 58
leaf_count=69 2816 46 73 61 51 46 141 161 58 46 49 55 58
internal_value=0 -0.000295423 0 5.68644e-06 1.10132e-05 2.24382e-06 -4.33272e-06 -0.00012926 8.50983e-06 0.000238175 2.30888e-05 9.03922e-05 0.000188204
internal_weight=0 277 3453 3380 3319 3268 3176 302 2874 92 231 162 107
internal_count=3730 277 3453 3380 3319 3268 3176 302 2874 92 231 162 107
is_linear=0
shrinkage=0.0995203


Tree=9294
num_leaves=16
num_cat=0
split_feature=3 4 29 9 2 1 3 4 4 3 5 3 35 12 17
split_gain=0.00183111 0.0121952 0.000591225 0.000371904 0.000530352 0.00106203 0.00059717 0.00139275 0.00148941 0.00123961 0.000828999 0.000351465 0.000137519 0.000249518 0.000171687
threshold=0.081685000000000021 0.077765000000000015 -0.096049999999999983 -0.096659999999999982 0.14685000000000001 0.0036400000000000009 0.11426500000000002 0.10716000000000002 0.10459000000000003 0.11604000000000002 -0.46834999999999999 0.11896500000000003 -0.076159999999999992 0.078440000000000024 -0.0082649999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 11 6 -6 7 8 -5 -8 -11 -4 14 -14 -3
right_child=2 12 3 4 5 -7 9 -9 -10 10 -12 -13 13 -15 -16
leaf_value=-0.0017460587066912212 -0.00032376336960789732 -0.00018743239756336598 -2.4044976808964033e-05 -1.1827957480182807e-05 4.7723140958136585e-05 -0.00053085416618704848 0.00059769021567418305 -0.0005426177627669322 0.00054761759223931697 -0.00028714192468134043 0.00011407506894490454 0.00028803046966315536 0.0002756076648275348 -6.1817986983791876e-08 6.5687849934986428e-05
leaf_weight=46 55 52 53 2585 68 55 47 48 48 59 348 87 48 83 48
leaf_count=46 55 52 53 2585 68 55 47 48 48 59 348 87 48 83 48
internal_value=0 -0.000266022 0 5.15796e-06 -1.41813e-06 -0.000204335 6.28208e-06 -1.13149e-05 -1.31826e-06 0.000112 5.3902e-05 0.00016404 2.516e-05 9.46979e-05 -5.77484e-05
internal_weight=0 277 3453 3398 3258 123 3135 2681 2633 454 407 140 231 131 100
internal_count=3730 277 3453 3398 3258 123 3135 2681 2633 454 407 140 231 131 100
is_linear=0
shrinkage=0.0995203


Tree=9295
num_leaves=20
num_cat=0
split_feature=2 2 26 1 0 2 3 21 3 3 3 19 7 3 9 9 9 9 26
split_gain=0.00149422 0.0117912 0.000763449 0.00063252 0.000991466 0.000852219 0.000935263 0.000562953 0.00115917 0.0014595 0.000542135 0.000534626 0.00053432 0.00062591 0.00138723 0.000668058 0.000501315 0.00115511 0.000285189
threshold=-0.10018999999999999 -0.10598499999999998 -0.23202999999999999 0.41897000000000012 -0.057604999999999996 0.13896000000000006 0.11578500000000001 0.11787000000000002 0.10871500000000002 0.11896500000000003 0.14530500000000005 -0.031244999999999998 0.082295000000000021 0.11089500000000001 0.095415000000000014 0.085355000000000028 0.11408000000000003 0.097035000000000024 0.15222000000000005
decision_type=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 5 6 -5 11 -9 -10 -11 -4 13 14 15 -1 17 -13 -18
right_child=2 -3 3 4 -6 -7 -8 8 9 10 -12 16 -14 -15 -16 -17 18 -19 -20
leaf_value=0.00016333757394164261 -0.00034309481097599589 -0.0016129252332086515 0.00032367860281072851 0.00020032253455335377 0.0005789612366391085 0.00038266519496316104 -0.00039177912273445452 0.00019933327903263751 -0.00075925902110536591 5.9427729397198794e-05 -0.00035337046485090092 1.6559171223969392e-05 -0.00028515339221687238 -0.00018035905178260373 0.00043517064366366877 -0.00024054563629169243 5.183989459486853e-05 -0.0002358404466695658 0.00038199057587502819
leaf_weight=75 61 51 54 49 48 53 55 67 47 76 51 2407 58 90 91 86 64 194 53
leaf_count=75 61 51 54 49 48 53 55 67 47 76 51 2407 58 90 91 86 64 194 53
internal_value=0 -0.000187772 5.23879e-06 1.20962e-05 0.000181259 5.44536e-05 -0.000104937 3.14897e-07 -0.000145297 -0.000282705 -9.98958e-05 1.32699e-05 -4.01824e-06 4.1266e-05 0.000123666 -4.73167e-05 6.80161e-06 -1.95175e-06 0.000208392
internal_weight=0 451 3279 3218 205 157 104 3013 241 174 127 2772 400 342 252 161 2718 2601 117
internal_count=3730 451 3279 3218 205 157 104 3013 241 174 127 2772 400 342 252 161 2718 2601 117
is_linear=0
shrinkage=0.0995203


Tree=9296
num_leaves=23
num_cat=0
split_feature=20 8 8 21 21 20 22 3 3 17 3 3 3 18 26 5 18 3 17 17 3 8
split_gain=0.027244 0.00214219 0.0114902 0.00203792 0.00666324 0.000669805 0.00100638 0.000557662 0.00119287 0.000779648 0.000452017 0.00119965 0.000887767 0.00145778 0.000641312 0.000397815 0.000379669 0.000395797 0.0005065 0.000567316 0.000329831 0.000150395
threshold=-0.41270499999999993 -0.097249999999999989 -0.105475 -0.018669999999999996 -0.032064999999999996 0.096345000000000028 0.089550000000000018 0.09049500000000002 0.10038500000000002 -0.0092949999999999994 0.11061500000000002 0.11308000000000003 0.10871500000000002 0.22074500000000005 -0.22491999999999998 -0.4345 -0.089234999999999995 0.12168500000000003 0.056905000000000011 -0.05543 0.15108000000000005 -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
left_child=-1 2 16 4 7 10 -7 9 -9 21 12 -12 13 -5 -13 -10 -2 18 19 -18 -19 -3
right_child=1 3 -4 5 -6 6 -8 8 15 -11 11 14 -14 -15 -16 -17 17 20 -20 -21 -22 -23
leaf_value=0.0024623812956757023 0.00028494426049873877 3.6238408452265318e-05 0.0014395841920094377 -1.1423530036731906e-05 -0.0013491182758650368 0.00048652078797943788 -5.4045391370409853e-07 -0.00056397170908835349 -0.0001822438239976331 0.00042085029115539126 0.00051566409192511605 -0.00031049921647242901 -0.00043630660595466521 0.00054322217206786017 8.2118967372626572e-05 0.0001929174437293609 3.4378623210014805e-05 0.00027467527701040034 0.00012960919019410803 -0.00031702733190334584 -1.7803171625410693e-05 -0.00020668768558180668
leaf_weight=46 52 46 66 2104 46 75 88 55 57 46 60 46 47 48 362 55 73 76 79 106 67 46
leaf_count=46 52 46 66 2104 46 75 88 55 57 46 60 46 47 48 362 55 73 76 79 106 67 46
internal_value=0 2.4999e-05 0.000212511 -5.33742e-06 -0.000231729 2.24523e-05 0.000218545 -6.05207e-05 -0.000184407 8.34671e-05 1.01607e-05 9.9111e-05 -8.39784e-06 5.67359e-07 3.58467e-05 0 3.19252e-05 0 -7.44918e-05 -0.000169143 0.000131915 -7.63266e-05
internal_weight=0 3700 519 3181 351 2830 163 305 167 138 2667 468 2199 2152 408 112 453 401 258 179 143 92
internal_count=3746 3700 519 3181 351 2830 163 305 167 138 2667 468 2199 2152 408 112 453 401 258 179 143 92
is_linear=0
shrinkage=0.0995203


Tree=9297
num_leaves=20
num_cat=0
split_feature=6 8 8 21 21 10 10 2 0 18 21 8 3 21 3 17 17 3 26
split_gain=0.0226424 0.00214993 0.00947202 0.00161588 0.00542698 0.000706742 0.00115203 0.00071952 0.000643683 0.000436183 0.00037839 0.000661364 0.000687371 0.000565934 0.000190024 0.000419332 0.000495907 0.000257096 0.000104842
threshold=0.23663500000000004 -0.10337499999999999 -0.11257499999999999 -0.018669999999999996 -0.032064999999999996 0.09056500000000002 0.085585000000000022 -0.097424999999999998 -0.23058999999999999 -0.098315 -0.079279999999999989 -0.083504999999999982 0.09049500000000002 -0.091104999999999992 0.12168500000000003 0.056905000000000011 -0.052269999999999997 0.14823500000000003 0.078560000000000019
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 4 10 6 7 9 -9 -5 11 12 -3 -13 15 16 18 -16 -1
right_child=-2 3 -4 5 -6 -7 -8 8 -10 -11 -12 13 -14 -15 17 -17 -18 -19 -20
leaf_value=0.0001786821329651541 0.0021751437514223506 1.3211730880907226e-05 0.001436290793984184 -2.9831226051847867e-05 -0.0012148538136987359 0.00039733562966838678 -0.00043480538470446563 0.0002760830881583098 -3.9143328508419257e-06 0.00027055702618520428 -0.00026259573322211048 -3.8755725133329783e-05 -0.0004451182217414042 0.00036972722122242062 0.00028308771176831682 0.00019825194425952567 -0.000248736597763952 4.1489674852950988e-06 -1.8224169633750718e-05
leaf_weight=48 49 80 56 60 46 48 56 84 2444 171 70 64 51 64 69 76 90 74 46
leaf_count=48 49 80 56 60 46 48 56 84 2444 171 70 64 51 64 69 76 90 74 46
internal_value=0 2.13112e-05 0.000222939 -7.01755e-06 -0.000201455 1.81642e-05 1.14079e-05 2.07616e-05 5.06556e-06 0.00018899 -5.72755e-05 0 -0.000158973 0.00015909 5.23027e-05 0 -7.9608e-05 0.000144466 7.3615e-05
internal_weight=0 3697 459 3238 375 2863 2815 2759 2528 231 329 259 131 128 403 260 184 143 94
internal_count=3746 3697 459 3238 375 2863 2815 2759 2528 231 329 259 131 128 403 260 184 143 94
is_linear=0
shrinkage=0.0995203


Tree=9298
num_leaves=23
num_cat=0
split_feature=20 9 9 3 9 3 26 1 4 9 9 4 5 9 5 7 2 2 2 4 4 5
split_gain=0.0197988 0.00169453 0.00303561 0.0153196 0.0022921 0.0128046 0.00137383 0.00119746 0.000775287 0.00300957 0.0007421 0.000707324 0.000667084 0.00148568 0.000547075 0.000505527 0.000431301 0.000673769 0.000512334 0.000394129 0.000498986 0.000456012
threshold=-0.41270499999999993 0.084485000000000018 0.081095000000000014 0.087570000000000023 0.085610000000000019 0.08802500000000002 0.086760000000000018 -0.011155 0.10739000000000003 0.11408000000000003 0.085075000000000026 0.10252500000000002 -0.02504 0.083760000000000015 -0.0058299999999999992 -0.075879999999999989 -0.097424999999999998 -0.10934999999999999 -0.089549999999999991 0.14154500000000006 0.13279000000000005 -0.45822499999999994
decision_type=2 2 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 7 5 6 10 12 11 -10 14 16 -4 -14 -3 -2 17 -6 -18 20 21 -17
right_child=1 4 3 -5 8 -7 -8 -9 9 -11 -12 -13 13 -15 -16 19 18 -19 -20 -21 -22 -23
leaf_value=0.0020969002582755035 0.00028250269548730253 0.00055537921800310249 -0.00011726506683300026 0.0019961879995411018 0 -0.0017247688464538302 -0.00032733748566620178 -0.00033205221783800479 0.000659283391234015 -0.00028449361895495546 -7.965411320097471e-05 -0.0003615248607129503 -5.8621956347469666e-06 0.00057151986631926918 6.7179137403451683e-05 -0.0001488500075365936 -0.00023758293653101335 0.00036889288704661623 -2.4260294232206574e-06 -0.00020644023502773697 0.00025657225622619992 3.8368051080410927e-05
leaf_weight=46 69 55 51 49 143 51 82 54 75 59 66 55 84 87 46 164 98 77 1572 81 82 600
leaf_count=46 69 55 51 49 143 51 82 54 75 59 66 55 84 87 46 164 98 77 1572 81 82 600
internal_value=0 1.90444e-05 0.000109563 0.000373829 -3.08742e-05 -0.000288087 2.88609e-06 8.28355e-05 5.84784e-06 0.000237631 0.000169934 -9.69986e-06 0.000187442 0.000283106 0.000341136 2.25094e-05 1.05303e-07 0.000131514 -1.67159e-05 2.27407e-06 2.3225e-05 -7.48625e-07
internal_weight=0 3700 1321 325 2379 300 249 276 2079 134 167 1945 222 171 101 996 1890 220 1670 927 846 764
internal_count=3746 3700 1321 325 2379 300 249 276 2079 134 167 1945 222 171 101 996 1890 220 1670 927 846 764
is_linear=0
shrinkage=0.0995203


Tree=9299
num_leaves=24
num_cat=0
split_feature=6 8 8 21 18 21 1 1 3 3 3 3 0 0 9 6 8 29 18 0 6 0 9
split_gain=0.0164054 0.00167269 0.007672 0.00139548 0.00526027 0.000896183 0.00053094 0.000844933 0.000505929 0.00073188 0.000496197 0.000906913 0.000762723 0.00106732 0.000593377 0.000490534 0.000332131 0.000475198 0.000184059 0.000223043 0.000314229 0.000579501 0.000470042
threshold=0.23663500000000004 -0.10337499999999999 -0.11257499999999999 -0.018669999999999996 -0.085454999999999989 -0.070074999999999985 0.18123500000000006 -0.010395 0.083955000000000016 0.08345000000000001 0.11061500000000002 0.11308000000000003 -0.079564999999999983 -0.081094999999999987 0.096830000000000013 0.11816500000000002 -0.090134999999999993 -0.082294999999999993 0.10554500000000001 0.032270000000000014 -0.083069999999999991 -0.11170000000000001 0.08073000000000001
decision_type=2 2 2 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 6 7 -6 9 16 12 -12 13 -10 -13 -14 -5 -18 19 20 21 -1 -22
right_child=-2 3 -4 8 5 -7 -8 -9 10 -11 11 14 15 -15 -16 -17 17 -19 -20 -21 22 -23 -24
leaf_value=-0.00012985868155306824 0.0018494563727580059 -0.00089974091745708687 0.0012859170245344365 0.00029426834373491145 -0.00016658402050556415 0.00034552822175200635 -0.00029935205998678205 0.00030353737356813589 -9.3506845051184907e-06 0.00046036141053162107 0.0004380468022494401 -6.1714780871464385e-05 -8.5328419191606808e-05 0.00028110562762415347 0.00016089371269752532 -0.00042851589859995624 -0.00022480533159685681 0.00010906675170712249 -9.9303904791505886e-05 -0.00010848657661104159 0.00040119875699660539 0.00026335675219662147 0
leaf_weight=99 49 81 56 47 94 61 76 63 1233 57 64 263 611 139 212 46 63 128 72 52 69 59 52
leaf_count=99 49 81 56 47 94 61 76 63 1233 57 64 263 611 139 212 46 63 128 72 52 69 59 52
internal_value=0 1.60705e-05 0.000193948 -8.89147e-06 -0.00018957 3.30546e-06 -8.2776e-05 1.68493e-05 1.44881e-05 0.000137924 0 8.51827e-05 -2.22384e-05 1.94794e-05 3.59155e-05 -0.000110603 5.72623e-05 0 4.01786e-05 7.29924e-05 0.000109751 1.17938e-05 0.000230896
internal_weight=0 3697 459 3238 375 294 233 157 2863 295 2568 539 2029 1372 475 657 238 191 403 331 279 158 121
internal_count=3746 3697 459 3238 375 294 233 157 2863 295 2568 539 2029 1372 475 657 238 191 403 331 279 158 121
is_linear=0
shrinkage=0.0995203


Tree=9300
num_leaves=29
num_cat=0
split_feature=19 20 20 9 9 9 2 2 20 9 2 20 9 20 21 21 21 18 18 1 5 1 0 1 5 20 18 1
split_gain=0.0105242 0.00462772 0.0154416 0.00197064 0.00460547 0.010469 0.00165355 0.00704155 0.00165997 0.00125129 0.00115877 0.0017088 0.00115502 0.000724357 0.00116564 0.00192539 0.000918509 0.000653014 0.00119559 0.000667166 0.00209397 0.00136145 0.00063358 0.000549597 0.000453138 0.000367704 0.00033414 0.00032204
threshold=0.14107000000000006 -0.080869999999999984 -0.081424999999999984 0.08895500000000002 0.087825000000000028 0.088135000000000033 -0.086414999999999992 -0.087944999999999995 -0.23803499999999997 0.088510000000000019 -0.047824999999999999 -0.085594999999999991 0.08938500000000002 -0.0088249999999999978 0.093835000000000016 0.084670000000000009 0.13118000000000005 0.11362500000000002 0.13099000000000002 -0.083284999999999984 0.0016150000000000003 -0.080349999999999991 -0.225295 0.012830000000000003 -0.089564999999999992 -0.097019999999999995 0.15891500000000006 -0.014549999999999999
decision_type=2 2 2 2 2 2 2 2 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 13 -6 7 25 -8 -7 11 -10 -5 14 15 -3 22 19 -19 20 -14 -21 -15 -16 -12 27 -20 -1
right_child=-2 3 -4 12 5 9 8 -9 10 -11 24 -13 17 16 23 -17 -18 18 26 21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0 -0.0015305940560392509 9.6264591159665665e-05 -0.0019267419835365693 -0.00049505125989104211 0.0018681211329172995 -0.00014041444770950949 -0.00047198618809457142 -0.0012835070074676729 0.00066418367646231124 0.00049996879754936341 -0.00036150716978836604 3.3125484974657776e-05 -0.00073605153874467934 -0.00032061406432616548 0.00013339950845350296 0.00078236397390018641 0.00042617416880970496 -0.00050461107760087177 0.00017467019182669817 0.00053912448802190943 0 -6.9566051857740654e-06 3.1185903665130014e-06 -0.00027638316678666965 0 0.00011891279657245249 -0.00017707755610029414 -0.00034352589100386061
leaf_weight=67 47 123 51 61 46 76 65 59 63 49 53 140 50 63 68 63 49 82 54 48 158 740 1126 60 106 80 53 51
leaf_count=67 47 123 51 61 46 76 65 59 63 49 53 140 50 63 68 63 49 82 54 48 158 740 1126 60 106 80 53 51
internal_value=0 -3.13723e-05 -0.000255041 2.3723e-05 9.28785e-05 0.000583395 -0.0001292 -0.000328734 -7.18899e-06 0.000104067 7.40077e-05 0.000233004 -7.12498e-05 3.83056e-05 0.000173364 0.000333054 3.38884e-06 -4.87431e-05 -0.000218683 -1.56735e-05 -0.000174716 2.52684e-05 -1.33461e-05 -5.22906e-05 -0.000123839 -4.00957e-05 0 -0.000154836
internal_weight=0 3704 735 2969 1723 171 684 257 427 125 362 203 1246 1552 314 186 1238 1185 189 996 208 788 1189 128 159 198 107 118
internal_count=3751 3704 735 2969 1723 171 684 257 427 125 362 203 1246 1552 314 186 1238 1185 189 996 208 788 1189 128 159 198 107 118
is_linear=0
shrinkage=0.0995203


Tree=9301
num_leaves=22
num_cat=0
split_feature=19 20 1 0 20 26 2 3 3 20 9 20 26 26 8 2 3 26 26 8 2
split_gain=0.00853264 0.00376188 0.0125813 0.0217442 0.00339119 0.00280525 0.00755697 0.00185821 0.0138776 0.00132993 0.00262987 0.00105409 0.000973499 0.000613598 0.000598052 0.00118658 0.000598343 0.000469352 0.00155239 0.000463083 0.000439492
threshold=0.14107000000000006 -0.080869999999999984 0.066150000000000028 -0.10806499999999999 -0.081564999999999985 0.085505000000000012 -0.084674999999999986 0.089005000000000015 0.088745000000000032 -0.0094199999999999996 0.084485000000000018 -0.16109499999999999 -0.236315 0.083705000000000016 0.025720000000000003 -0.072024999999999992 0.089655000000000026 0.098185000000000022 0.091195000000000012 -0.083294999999999994 -0.24151999999999998
decision_type=2 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 -7 8 9 10 -3 -1 -9 -13 16 20 -14 18 -11 -18 -16
right_child=-2 7 3 -5 -6 6 -8 12 -10 17 -12 13 14 -15 15 -17 19 -19 -20 -21 -22
leaf_value=-0.00033457812377220118 -0.0013782690759092963 0.00084757536217122795 -7.1739638621573794e-05 -0.0028033371816422324 0.00073839155495997936 -0.0015474613128088938 1.1752869625146098e-05 0.00038523079380819043 0.0017770785316596383 -6.9397783021076557e-06 -2.3127850565207033e-05 -2.1127317006133161e-07 -0.00028750688347361109 0.0002850681714708754 -0.00021823060023607143 -0.00061796084262674689 -9.6251822842412124e-05 -0.00023576826262645457 0.00052454852813816298 2.1323401214508854e-05 0.00013479484580227607
leaf_weight=73 47 58 74 48 50 46 90 51 48 845 80 251 87 103 79 54 497 73 58 979 60
leaf_count=73 47 58 74 48 50 46 90 51 48 845 80 251 87 103 79 54 497 73 58 979 60
internal_value=0 -2.82722e-05 -0.000229944 -0.00115318 -4.48654e-05 -0.000115881 -0.000509609 2.13776e-05 0.000119741 4.75948e-05 0.000336888 7.60547e-06 -4.14224e-05 8.04813e-05 -5.428e-05 -0.000220323 -3.32531e-05 5.85182e-06 2.62914e-05 -1.7712e-05 -5.99561e-05
internal_weight=0 3704 735 122 613 563 136 2969 1162 1114 138 427 1807 354 1756 193 1563 976 903 1476 139
internal_count=3751 3704 735 122 613 563 136 2969 1162 1114 138 427 1807 354 1756 193 1563 976 903 1476 139
is_linear=0
shrinkage=0.0995203


Tree=9302
num_leaves=28
num_cat=0
split_feature=19 5 5 21 21 21 0 0 2 6 0 0 0 18 18 5 2 26 21 1 6 19 8 8 26 6 4
split_gain=0.00691763 0.00306528 0.00940864 0.00360644 0.0326807 0.00163818 0.00138894 0.0123784 0.00132401 0.0012 0.00139733 0.00113191 0.00106253 0.000798124 0.00192426 0.000888125 0.000470328 0.000483706 0.000446344 0.00038513 0.000739909 0.000522205 0.000924948 0.00146855 0.000775202 0.000500233 0.000265395
threshold=0.14107000000000006 -0.018754999999999997 -0.021235 0.091040000000000024 0.092470000000000011 0.084670000000000009 -0.079954999999999984 -0.080884999999999999 -0.00479 0.093835000000000016 -0.081604999999999997 -0.09466999999999999 -0.084269999999999998 -0.010395 -0.082304999999999989 -0.06971999999999999 -0.078784999999999994 -0.025024999999999999 0.13042000000000004 -0.063809999999999992 0.11816500000000002 0.0069650000000000016 -0.073644999999999988 -0.067434999999999981 0.092180000000000026 0.10538000000000002 0.10724500000000002
decision_type=2 2 2 2 2 2 2 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 13 7 9 11 10 12 -7 -3 14 -1 -15 17 -6 -18 20 25 22 24 -24 -21 26 -8
right_child=-2 6 -4 4 16 8 19 -9 -10 -11 -12 -13 -14 15 -16 -17 18 -19 -20 21 -22 -23 23 -25 -26 -27 -28
leaf_value=-0.00030714959051063816 -0.001241103554476049 0.00011268414617941397 -0.0014923094603810788 -0.0027773990042022014 -8.6116407954134965e-05 -0.00027434381763389226 -9.4315260940539881e-05 0.0013511098946054128 0.00073569488963992169 -0.00030850885870896015 0.00059043336073109681 0.0003165098167660544 -0.00017156443027794351 -3.6308819386845963e-05 0.00039723656518162283 -0.0003072832043736939 -0.00015384239825760003 0.00032146096023231654 0.00016572531353195303 0.00011027329874452714 -0.00038104409621635355 -0.0002442208650513228 0.00070749647838188408 7.6912136204473954e-05 -0.00043962895007948748 0.00027049548634567623 0.0001213927994683612
leaf_weight=57 47 541 48 48 48 47 391 78 47 87 50 96 170 841 113 142 251 64 50 53 68 47 49 160 46 49 63
leaf_count=57 47 541 48 48 48 47 391 78 47 87 50 96 170 841 113 142 251 64 50 53 68 47 49 160 46 49 63
internal_value=0 -2.55025e-05 -0.000116195 -7.91261e-05 -0.000319313 2.71146e-06 6.47479e-05 0.000151041 0.000274045 3.96922e-05 8.05754e-05 0.000116588 4.3569e-05 -4.12909e-05 0.000156245 -7.62854e-05 -3.16456e-05 0.000139476 -9.80384e-05 -2.06615e-05 -7.19223e-05 5.9483e-05 0.000108485 0.000228669 -0.000136968 -2.85049e-05 -6.25791e-05
internal_weight=0 3704 1852 1804 461 1343 1852 926 190 848 761 143 711 1153 170 983 413 112 301 926 571 355 308 209 99 503 454
internal_count=3751 3704 1852 1804 461 1343 1852 926 190 848 761 143 711 1153 170 983 413 112 301 926 571 355 308 209 99 503 454
is_linear=0
shrinkage=0.0995203


Tree=9303
num_leaves=27
num_cat=0
split_feature=19 20 20 6 17 20 9 6 3 20 9 20 17 21 6 18 26 21 17 26 1 18 21 3 6 6
split_gain=0.00560865 0.00311416 0.0305894 0.0032999 0.00465069 0.00207057 0.00153111 0.00637892 0.0143457 0.00137486 0.00106886 0.000845415 0.00158558 0.000886191 0.000770983 0.001002 0.00118149 0.000714947 0.000666212 0.000592631 0.00133078 0.00124381 0.000573746 0.000570902 0.000458263 0.000521256
threshold=0.14107000000000006 -0.080214999999999995 -0.080934999999999993 -0.0097999999999999979 0.0036400000000000009 -0.081564999999999985 0.08895500000000002 0.092705000000000023 0.088845000000000021 -0.15615999999999999 0.08938500000000002 -0.010035000000000001 -0.05543 0.10168500000000003 0.099330000000000016 0.11362500000000002 0.10439000000000002 0.13118000000000005 -0.036600000000000001 0.096980000000000025 -0.06921999999999999 0.11061000000000003 -0.015724999999999999 0.08844500000000001 -0.03764 -0.070010000000000003
decision_type=2 2 2 2 2 2 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 9 24 7 11 -9 -5 -8 12 -3 -14 15 18 -17 23 -12 20 -16 -21 -11 -13 25 -1
right_child=-2 6 -4 4 -6 -7 10 8 -10 22 14 17 13 -15 19 16 -18 -19 -20 21 -22 -23 -24 -25 -26 -27
leaf_value=5.0746093747688776e-05 -0.0011175886237441792 0.00053319512079020074 -0.0025562259282427267 -0.00039110122180280858 -0.0011211582889713307 0.0007161843228321766 -0.00047855455024520401 -8.3738824659462008e-06 0.0021684257217196158 0.00036677423899484903 -0.00013509920590137328 2.9502484345007369e-05 0.00014493222601260391 -0.00035001288370285977 -6.011067924074471e-05 -6.6773287176249023e-06 -0.00062679483551123319 0.00036741231622758021 4.916452373562747e-05 -0.00027783203015967428 0.0005575684989935813 0.00033290395972055792 -9.1791853364248205e-05 -0.00011161089641691858 0.00024442082542674266 -0.00025809279298063512
leaf_weight=278 47 89 51 84 57 51 58 84 46 56 376 794 148 47 64 60 68 49 394 84 70 54 48 438 89 67
leaf_count=278 47 89 51 84 57 51 58 84 46 56 376 794 148 47 64 60 68 49 394 84 70 54 48 438 89 67
internal_value=0 -2.29645e-05 -0.000199614 -3.38528e-05 -0.000332424 0.000115284 2.39547e-05 8.54627e-05 0.000755582 -8.89317e-05 -6.02777e-05 2.92748e-05 0.000184696 2.14396e-05 -3.88429e-05 -8.38172e-05 -0.00034251 -4.54343e-06 -3.97505e-05 0.000106629 0.000256448 -3.29163e-05 0.000147257 -2.00016e-05 4.27849e-05 -6.85851e-06
internal_weight=0 3704 781 730 245 485 2923 1695 130 188 1228 1565 284 195 1170 898 128 1281 770 272 134 138 104 1232 434 345
internal_count=3751 3704 781 730 245 485 2923 1695 130 188 1228 1565 284 195 1170 898 128 1281 770 272 134 138 104 1232 434 345
is_linear=0
shrinkage=0.0995203


Tree=9304
num_leaves=10
num_cat=0
split_feature=18 1 2 4 20 27 20 19 17
split_gain=0.0129901 0.0025041 0.00113586 0.00114019 0.000994166 0.000853752 0.00072523 0.000931823 0.000473795
threshold=0.31227500000000008 0.62916000000000016 -0.16099499999999997 0.10386500000000003 -0.25378999999999996 -0.032854999999999995 -0.080384999999999998 0.13571500000000003 0.11180000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 8 -8 -7
right_child=-2 -3 4 -5 5 6 7 -9 -10
leaf_value=-1.0001829635188321e-05 0.0015401220410806657 -0.00072141203206291 -0.0003720673555005253 -0.00053988633584510981 0.00033629630510804374 6.7144473359227635e-05 -2.4599226463550084e-05 0.00038871991593563028 0.00032744230485590121
leaf_weight=91 54 49 67 77 80 570 2624 55 82
leaf_count=91 54 49 67 77 80 570 2624 55 82
internal_value=0 -1.45877e-05 -4.86389e-06 -0.000257738 7.1155e-06 1.48035e-05 6.83654e-06 -1.58082e-05 0.000101137
internal_weight=0 3695 3646 168 3478 3411 3331 2679 652
internal_count=3749 3695 3646 168 3478 3411 3331 2679 652
is_linear=0
shrinkage=0.0995203


Tree=9305
num_leaves=10
num_cat=0
split_feature=18 1 2 18 9 20 27 24 28
split_gain=0.0105333 0.00203041 0.000925031 0.00113753 0.000878509 0.000806467 0.000691939 0.000718051 0.000601543
threshold=0.31227500000000008 0.62916000000000016 -0.16099499999999997 -0.060544999999999995 0.095415000000000014 -0.25378999999999996 -0.032854999999999995 -0.066709999999999992 0.083225000000000021
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 -7 -8 -9
right_child=-2 -3 5 4 -6 6 7 8 -10
leaf_value=-0.00059024703300755092 0.0013868489116474882 -0.00064961698566630465 -0.00033503917943545784 -0.00028151522314370667 0.00028650070719050193 0.00030282801019970924 -0.00031584666983778338 1.8447213240907325e-05 -0.00033953232196119536
leaf_weight=58 54 49 67 64 46 80 67 3217 47
leaf_count=58 54 49 67 64 46 80 67 3217 47
internal_value=0 -1.31359e-05 -4.35749e-06 -0.000232573 -3.65392e-05 6.43078e-06 1.33781e-05 6.18062e-06 1.30417e-05
internal_weight=0 3695 3646 168 110 3478 3411 3331 3264
internal_count=3749 3695 3646 168 110 3478 3411 3331 3264
is_linear=0
shrinkage=0.0995203


Tree=9306
num_leaves=9
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split_feature=1 4 19 12 21 6 2 2
split_gain=0.00951607 0.00219575 0.00103912 0.000893254 0.000802924 0.000650619 0.000663415 0.000326868
threshold=-0.55579999999999996 0.15730000000000002 0.14071500000000006 0.098385000000000028 0.15544000000000005 0.14653500000000005 -0.24151999999999998 -0.032624999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -7
right_child=1 -3 -4 -5 -6 7 -8 -9
leaf_value=0.0013699786373056147 -0.00028756100131308954 -0.0006881241834123589 0.0004613533909342186 -0.0004406773868076528 0.00036012534560346456 -0.00044356290894098719 4.1549649395484852e-06 -5.9056428485805165e-05
leaf_weight=50 79 47 47 47 59 50 3321 49
leaf_count=50 79 47 47 47 59 50 3321 49
internal_value=0 -1.2147e-05 -3.22329e-06 -9.50727e-06 -3.58157e-06 -9.94834e-06 -2.38237e-06 -0.000261521
internal_weight=0 3699 3652 3605 3558 3499 3400 99
internal_count=3749 3699 3652 3605 3558 3499 3400 99
is_linear=0
shrinkage=0.0995203


Tree=9307
num_leaves=9
num_cat=0
split_feature=1 4 19 21 23 2 2 6
split_gain=0.0077166 0.00178028 0.000842724 0.000735404 0.000652344 0.000596328 0.00154713 0.000582722
threshold=-0.55579999999999996 0.15730000000000002 0.14071500000000006 0.17920500000000003 -0.046924999999999994 -0.19220999999999999 -0.241895 0.14653500000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 -7
right_child=1 -3 -4 -5 5 7 -8 -9
leaf_value=0.0012336381693869003 -0.00028025280726288397 -0.00061964190497211925 0.0004154392060478991 0.0003818959735966325 0.00013046608617814406 7.9715503127808714e-06 -0.00059365661959823927 -0.00023590897814645097
leaf_weight=50 89 47 47 47 56 3255 58 100
leaf_count=50 89 47 47 47 56 3255 58 100
internal_value=0 -1.09602e-05 -2.90252e-06 -8.58371e-06 -1.39719e-05 -6.90426e-06 -0.000230766 4.58379e-07
internal_weight=0 3699 3652 3605 3558 3469 114 3355
internal_count=3749 3699 3652 3605 3558 3469 114 3355
is_linear=0
shrinkage=0.0995203


Tree=9308
num_leaves=25
num_cat=0
split_feature=26 26 6 26 3 0 8 8 8 0 24 3 26 6 6 6 0 0 5 21 0 8 6 8
split_gain=0.00250511 0.0150262 0.00374269 0.00728262 0.00275401 0.00145362 0.00114885 0.00508203 0.00109949 0.00107975 0.00107669 0.000905953 0.000733273 0.000726736 0.000688377 0.00160016 0.000513935 0.0011184 0.0010617 0.000632321 0.00191946 0.000496427 0.000442304 0.00016159
threshold=0.091195000000000012 0.09167500000000002 0.092705000000000023 0.088545000000000026 0.14530500000000005 -0.052884999999999995 -0.07594999999999999 -0.073999999999999996 -0.066829999999999987 -0.067059999999999995 0.083550000000000027 0.10871500000000002 -0.0063299999999999997 0.10449000000000003 0.11690000000000002 0.094510000000000025 0.048265000000000009 0.019150000000000004 0.2686150000000001 -0.012349999999999998 -0.085754999999999984 0.096835000000000018 -0.16169999999999998 -0.0077949999999999998
decision_type=2 2 2 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 11 5 6 14 -8 -7 -9 16 12 -4 -14 15 -3 17 19 23 20 -1 -20 -21 -18
right_child=1 4 3 -5 -6 8 7 9 -10 -11 -12 -13 13 -15 -16 -17 18 -19 21 22 -22 -23 -24 -25
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leaf_weight=203 49 245 54 79 53 49 49 313 56 81 72 56 49 53 49 83 56 51 61 241 151 46 1489 46
leaf_count=203 49 245 54 79 53 49 49 313 56 81 72 56 49 53 49 83 56 51 61 241 151 46 1489 46
internal_value=0 0.000161548 -2.08258e-05 -0.000358152 7.54679e-05 3.45655e-05 8.00046e-05 0.000189041 -0.000312495 6.7958e-05 1.94653e-05 -5.01938e-05 6.86189e-05 0.000229593 -4.59487e-05 3.56296e-06 3.14304e-05 1.64279e-05 0.000180768 2.80655e-05 0.0001493 0.000400549 2.78489e-06 -4.17601e-05
internal_weight=0 1027 2707 291 978 925 820 443 105 394 2416 212 156 102 377 328 2344 2135 209 2084 354 107 1730 102
internal_count=3734 1027 2707 291 978 925 820 443 105 394 2416 212 156 102 377 328 2344 2135 209 2084 354 107 1730 102
is_linear=0
shrinkage=0.0995203


Tree=9309
num_leaves=33
num_cat=0
split_feature=26 17 6 6 6 6 1 9 9 0 1 6 3 6 3 0 0 9 6 0 3 0 9 3 4 19 26 26 9 0 1 9
split_gain=0.00237769 0.00158104 0.00294664 0.00589697 0.00886758 0.00247985 0.00550139 0.0135904 0.0014022 0.000917949 0.00124395 0.000972418 0.000911812 0.00080688 0.00142442 0.00114747 0.0023064 0.00098562 0.000753321 0.000911559 0.00142472 0.000968175 0.000922044 0.000639299 0.000603919 0.000606379 0.000543377 0.000965237 0.000654719 0.000339008 0.00015357 0.000145979
threshold=0.5128250000000002 -0.033249999999999995 0.08785500000000003 0.092980000000000021 0.090600000000000028 0.08785500000000003 -0.078954999999999984 0.088510000000000019 0.086315000000000017 0.048265000000000009 -0.50597999999999999 0.086520000000000027 0.10749000000000002 0.11816500000000002 0.09940000000000003 -0.077945 -0.072274999999999992 0.090255000000000016 0.086420000000000011 -0.057604999999999996 0.13451500000000002 -0.085754999999999984 -1.0000000180025095e-35 0.11387500000000002 0.11689000000000002 -0.07525999999999998 0.084355000000000027 0.090385000000000021 0.093175000000000022 -0.068899999999999989 -0.084759999999999988 -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 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -4 18 7 8 30 11 -11 24 -12 15 -15 17 -17 -8 19 20 21 -3 -22 31 25 -1 29 -28 -29 -5 -7 -21
right_child=-2 5 3 26 -6 6 13 -9 -10 10 12 -13 -14 14 -16 16 -18 -19 -20 23 22 -23 -24 -25 -26 -27 27 28 -30 -31 -32 -33
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leaf_weight=51 51 787 88 52 47 47 93 85 65 63 47 46 55 52 67 71 54 75 88 46 67 251 46 74 46 870 46 56 62 47 49 90
leaf_count=51 51 787 88 52 47 47 93 85 65 63 47 46 55 52 67 71 54 75 88 46 67 251 46 74 46 870 46 56 62 47 49 90
internal_value=0 1.65627e-05 -5.85433e-05 -0.000292791 -0.000827597 7.31292e-05 0.000233348 0.000605809 6.30377e-05 1.99047e-05 0.000237879 -1.47913e-05 1.48305e-05 8.96967e-06 -0.000207359 9.96239e-05 0.000329072 -6.62236e-05 0 1.86189e-05 5.395e-05 1.65929e-05 0.000389862 -0.000171131 -3.68386e-05 -1.83279e-05 -1.51572e-05 9.25897e-05 -5.19318e-05 -0.000201916 0.000308858 -3.63757e-05
internal_weight=0 3683 1576 398 135 2107 658 246 161 1178 165 1013 102 412 119 293 125 168 1449 1361 1151 1038 113 210 967 921 263 164 118 99 96 136
internal_count=3734 3683 1576 398 135 2107 658 246 161 1178 165 1013 102 412 119 293 125 168 1449 1361 1151 1038 113 210 967 921 263 164 118 99 96 136
is_linear=0
shrinkage=0.0995203


Tree=9310
num_leaves=26
num_cat=0
split_feature=29 17 18 18 7 5 5 0 0 17 3 0 1 19 18 8 3 8 3 8 17 18 18 3 1
split_gain=0.00179233 0.00148794 0.00153465 0.0140344 0.00154288 0.0015019 0.00709227 0.000917185 0.00168604 0.0009888 0.000853025 0.000848765 0.00139548 0.000835482 0.000664364 0.00116091 0.000638174 0.000669822 0.000723717 0.000613603 0.000596519 0.000554859 0.00059301 0.000550573 7.11778e-05
threshold=0.12737000000000004 -0.033249999999999995 0.091085000000000013 0.094215000000000021 -0.068034999999999998 0.11083500000000003 0.065520000000000023 -0.057604999999999996 -0.066264999999999991 -0.011514999999999999 0.11769000000000002 0.048265000000000009 -0.50597999999999999 0.031160000000000004 -0.13579499999999997 -0.00076499999999999995 0.11896500000000003 -0.079049999999999995 0.086605000000000029 -0.073999999999999996 -0.068169999999999994 0.10492000000000003 0.11362500000000002 0.11387500000000002 -0.34140499999999996
decision_type=2 2 2 2 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 16 8 9 -6 21 13 -13 14 15 -7 17 20 -19 -16 -1 -5 -23 24 -9
right_child=-2 2 3 10 7 11 -8 23 -10 -11 -12 12 -14 -15 19 -17 -18 18 -20 -21 -22 22 -24 -25 -26
leaf_value=-8.8305773617334909e-06 0.00063467630665377326 -0.00054160056634615426 0.0018614008376106356 -0.00026463090192682101 0.00028720917573290671 9.3459685569565491e-06 -0.0010885817258585906 -0.00013285778907835572 0.00063195016463009248 1.7143394913982095e-05 0.00036465310910468508 0.00066474922554114074 1.9876256530780756e-05 0.00032658636987077997 -9.9530042129900525e-05 -0.00049020208246902512 -0.00039399898079599255 0.00012680155360354195 -0.00021237469498377849 0.00020313555435852386 0.00028154821090888428 0.0003178514695735876 -3.3543243603012749e-05 -0.00042429331233550486 1.6914042766254863e-05
leaf_weight=353 47 46 47 73 152 105 72 49 51 1234 68 55 91 66 133 78 53 77 279 129 86 61 204 58 67
leaf_count=353 47 46 47 73 152 105 72 49 51 1234 68 55 91 66 133 78 53 77 279 129 86 61 204 58 67
internal_value=0 1.55337e-05 7.03648e-05 0.000232915 2.5432e-05 -5.73103e-05 -0.000139643 4.2131e-05 6.86691e-05 4.73516e-05 4.2379e-05 5.67344e-05 0.000268415 -2.14382e-06 -5.2739e-05 -0.000199103 -5.81071e-05 -3.46846e-05 -0.000136714 4.63678e-05 4.61898e-05 -2.00353e-05 4.42547e-05 -0.000172332 -3.92946e-05
internal_weight=0 3687 2110 453 1657 1577 920 1611 1437 1386 406 657 146 511 445 183 848 795 356 262 439 338 265 174 116
internal_count=3734 3687 2110 453 1657 1577 920 1611 1437 1386 406 657 146 511 445 183 848 795 356 262 439 338 265 174 116
is_linear=0
shrinkage=0.0995203


Tree=9311
num_leaves=20
num_cat=0
split_feature=26 6 6 6 6 26 26 8 8 26 5 1 1 6 2 24 8 5 26
split_gain=0.00195909 0.00134648 0.00893281 0.00325873 0.0074617 0.00282023 0.00100923 0.000839115 0.00246632 0.000829971 0.000888274 0.000811099 0.00104658 0.000663605 0.000655254 0.000653646 0.000432224 0.000426905 4.09853e-05
threshold=0.5128250000000002 0.092705000000000023 0.093835000000000016 0.088845000000000021 0.089430000000000023 0.11023000000000002 0.087395000000000014 -0.083294999999999994 -0.081174999999999983 0.097315000000000026 0.054660000000000007 -0.52333999999999992 -0.50388999999999995 0.090710000000000027 -0.077544999999999989 0.083550000000000027 -0.087374999999999994 0.6362850000000001 0.089275000000000021
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 11 -5 6 -6 16 -9 10 -10 -1 -13 -8 -11 17 18 -14 -4
right_child=-2 2 7 4 5 -7 13 8 9 14 -12 12 15 -15 -16 -17 -18 -19 -20
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leaf_weight=84 51 48 46 52 46 48 75 47 128 50 122 73 2447 57 141 79 46 48 46
leaf_count=84 51 48 46 52 46 48 75 47 128 50 122 73 2447 57 141 79 46 48 46
internal_value=0 1.25587e-05 -0.000114263 4.12382e-05 0.000365915 0.000114656 -6.36592e-05 -1.26179e-05 4.72667e-05 -2.39773e-05 -0.000144873 7.88816e-06 1.78416e-05 -0.000207391 0.000129977 6.97915e-06 -0.000230315 1.62131e-05 -9.45409e-05
internal_weight=0 3683 674 3009 278 226 178 626 488 441 250 2731 2647 132 191 2574 138 2495 92
internal_count=3734 3683 674 3009 278 226 178 626 488 441 250 2731 2647 132 191 2574 138 2495 92
is_linear=0
shrinkage=0.0995203


Tree=9312
num_leaves=22
num_cat=0
split_feature=6 4 3 2 9 3 21 8 2 0 26 17 5 26 3 8 9 9 2 5 2
split_gain=0.00150676 0.000898144 0.00055874 0.000603513 0.000748373 0.000832389 0.000582574 0.000955089 0.000512342 0.000486195 0.000423854 0.000811477 0.00165808 0.000758761 0.00101578 0.000539492 0.000432081 0.000424838 0.000784568 0.000629646 0.000366737
threshold=0.21988000000000005 0.15221500000000004 0.087385000000000032 0.097285000000000024 0.08735500000000003 0.086285000000000014 0.087410000000000029 -0.087635000000000005 -0.081864999999999993 -0.089164999999999994 0.08734500000000002 0.51174000000000019 0.049800000000000011 0.084495000000000028 0.08844500000000001 -0.08595499999999999 -0.11273 0.11640000000000002 -0.073884999999999992 -0.025879999999999997 0.12875500000000004
decision_type=2 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 9 8 -8 -1 -6 13 17 -13 16 -15 -16 -4 18 -12 -19 -18
right_child=-2 -3 10 -5 5 -7 7 -9 -10 -11 11 12 -14 14 15 -17 20 19 -20 -21 -22
leaf_value=-2.7769422618824059e-05 -0.00046049642080754275 0.00042375090884739158 0.00029740819229396106 -0.00040877833610802834 -0.00028000362930165443 -0.00056480916200168929 6.9370273121155908e-05 -0.0005332955574991736 0.00015033200537086381 0.00015646654491042214 -4.1180053873060529e-06 -8.5351481315808244e-05 0.00068669142591244725 0.00058422666786584604 0.00031578983714861391 -7.2503291015395491e-05 4.4460444087267032e-05 0.00042055057906201725 -0.00019895953625119009 -5.6674338763071455e-05 -0.00012149892479359582
leaf_weight=516 69 51 59 47 52 53 49 51 229 47 795 61 48 62 61 79 866 48 280 58 154
leaf_count=516 69 51 59 47 52 53 49 51 229 47 795 61 48 62 61 79 866 48 280 58 154
internal_value=0 8.91611e-06 2.83722e-06 -5.83088e-05 -4.0966e-05 -0.00024435 -3.4122e-06 -0.000229803 2.5877e-05 -6.45216e-05 2.7985e-05 -1.17419e-05 0.000247121 6.86301e-05 0.000246324 9.08343e-05 3.46052e-05 -3.63267e-05 -5.56289e-05 0.000151705 1.86013e-05
internal_weight=0 3666 3615 1044 997 152 845 100 745 99 2571 1290 109 1281 202 140 1079 1181 1075 106 1020
internal_count=3735 3666 3615 1044 997 152 845 100 745 99 2571 1290 109 1281 202 140 1079 1181 1075 106 1020
is_linear=0
shrinkage=0.0995203


Tree=9313
num_leaves=17
num_cat=0
split_feature=21 4 1 18 5 5 3 17 9 9 18 0 1 2 2 26
split_gain=0.000879594 0.000761867 0.000495257 0.000309679 0.000534496 0.000832173 0.00132907 0.000694166 0.00054945 0.000727028 0.000519422 0.00116869 0.00136405 0.000902897 0.000975219 0.000929422
threshold=0.16638500000000003 0.15221500000000004 0.52078500000000016 0.022040000000000008 0.0047850000000000011 0.052820000000000013 0.095135000000000011 -0.0064000000000000003 0.11351500000000002 0.091615000000000016 0.091085000000000013 -0.070134999999999989 -0.081224999999999992 -0.082404999999999992 -0.080555000000000002 0.086580000000000032
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 -6 -7 9 -1 11 12 -5 15 -15 -12
right_child=-2 -3 -4 10 5 7 -8 -9 -10 -11 13 -13 -14 14 -16 -17
leaf_value=8.1414615867908222e-06 -0.00038103524555375577 0.0003773777987140493 -0.00026135324914599965 0.00032456960388728277 7.1584594302821794e-06 8.332738287977347e-05 0.00066478100794088518 -0.0002055170103019568 0.00029197266320564219 -0.00017930318299252393 1.101604396137682e-05 -0.00047876300004998979 -0.00019549236782364802 0.00040339462760817936 1.2815036906566013e-05 -0.00047028347966509036
leaf_weight=1361 59 54 70 72 67 658 60 93 58 240 83 79 161 74 475 71
leaf_count=1361 59 54 70 72 67 658 60 93 58 240 83 79 161 74 475 71
internal_value=0 6.29477e-06 5.36315e-07 5.9279e-06 2.47151e-05 8.75871e-05 0.000324292 4.64683e-05 -8.06544e-06 -1.94464e-05 -4.02244e-05 -0.000147204 -3.12731e-05 6.08986e-06 6.69526e-05 -0.000205566
internal_weight=0 3676 3622 3552 2537 878 127 751 1659 1601 1015 312 233 703 549 154
internal_count=3735 3676 3622 3552 2537 878 127 751 1659 1601 1015 312 233 703 549 154
is_linear=0
shrinkage=0.0995203


Tree=9314
num_leaves=17
num_cat=0
split_feature=6 11 9 20 6 2 9 18 20 21 17 20 9 2 2 2
split_gain=0.00118217 0.000679951 0.000745818 0.000442329 0.000622645 0.00155212 0.0019867 0.000560514 0.00106628 0.00106935 0.000626719 0.000458473 0.000742415 0.000365985 0.00108298 0.000539505
threshold=0.21988000000000005 -0.37506 0.15321500000000005 -0.080384999999999998 0.11642500000000001 -0.073369999999999991 0.097510000000000027 -0.086064999999999989 -0.085349999999999995 0.089350000000000027 0.11639500000000001 -0.082784999999999984 0.089105000000000018 -0.085804999999999992 -0.086304999999999993 -0.084979999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 13 -6 -7 11 10 -10 -9 12 -3 14 -5 -15
right_child=-2 2 -4 4 5 6 -8 8 9 -11 -12 -13 -14 15 -16 -17
leaf_value=0.00034026683427796527 -0.00040788287618810957 -0.00012976382123566679 -0.0003913751842322981 5.7561690982797381e-06 0.00065469014590693896 -0.00050130502244264839 0.00040301970369349493 0.00010599521768030927 0.00014771290214423514 0.0006501479974287364 -0.00022812921874114744 -0.00032733835207377176 0.0003057188952298615 -0.00031189014384237952 0.00048933623871943543 -3.0988757135842048e-05
leaf_weight=60 69 108 47 603 48 47 49 198 136 65 77 47 60 71 50 2000
leaf_count=60 69 108 47 603 48 47 49 198 136 65 77 47 60 71 50 2000
internal_value=0 7.90543e-06 2.14827e-06 7.57514e-06 -9.39152e-06 0.000191748 -3.11953e-05 7.91801e-05 0.000139891 0.000314265 9.46353e-06 -5.14245e-05 2.0893e-05 -2.0325e-05 4.40374e-05 -4.10142e-05
internal_weight=0 3666 3606 3559 2868 144 96 691 476 201 275 215 168 2724 653 2071
internal_count=3735 3666 3606 3559 2868 144 96 691 476 201 275 215 168 2724 653 2071
is_linear=0
shrinkage=0.0995203


Tree=9315
num_leaves=20
num_cat=0
split_feature=6 4 3 2 9 9 9 17 9 18 18 9 5 5 3 9 3 0 3
split_gain=0.000958695 0.000584553 0.000432404 0.000469535 0.000637526 0.000953505 0.000883441 0.000705865 0.000519619 0.000357685 0.00131524 0.000688684 0.000695839 0.000651066 0.000536917 0.00118246 0.00112442 0.00118682 0.000992993
threshold=0.21988000000000005 0.15221500000000004 0.087385000000000032 0.097285000000000024 0.084290000000000018 0.08401500000000002 0.084535000000000013 0.11012500000000003 0.08622500000000001 -0.069565000000000002 -0.07657499999999999 0.089855000000000032 -0.017704999999999995 -0.011514999999999999 0.088115000000000013 0.087765000000000024 0.089655000000000026 -0.082604999999999998 0.09049500000000002
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 7 -6 -1 -8 10 11 12 -4 -13 15 -11 17 -16 -18
right_child=-2 -3 9 -5 6 -7 8 -9 -10 14 -12 13 -14 -15 16 -17 18 -19 -20
leaf_value=5.0130966842662154e-05 -0.0003672901433297665 0.00034182698031221057 0.00049820279126601896 -0.00036093633722385102 -0.00049745159928155796 0.00047954939517449953 2.6558046988942928e-05 -0.00035272747148369746 -0.00017618811077478212 0.00056078134930423712 0.00058077299316464798 -0.00038754647085297754 8.6083164774238886e-05 0 -2.7552395533606766e-05 -0.00011996079244018188 0.00034685186685092602 -0.00055158678546324931 -4.9244646064785378e-06
leaf_weight=356 69 51 48 47 53 46 265 49 228 51 49 49 331 317 108 47 84 75 1412
leaf_count=356 69 51 48 47 53 46 265 49 228 51 49 49 331 317 108 47 84 75 1412
internal_value=0 7.14089e-06 2.19272e-06 -5.15706e-05 -3.61656e-05 5.01602e-05 -0.000108971 0 -6.55464e-05 2.43427e-05 7.98779e-05 4.58343e-05 0.000140438 -4.98928e-05 -1.09059e-08 0.00022595 -1.36874e-05 -0.000246794 1.42805e-05
internal_weight=0 3666 3615 1044 997 451 546 405 493 2571 794 745 379 366 1777 98 1679 183 1496
internal_count=3735 3666 3615 1044 997 451 546 405 493 2571 794 745 379 366 1777 98 1679 183 1496
is_linear=0
shrinkage=0.0995203


Tree=9316
num_leaves=20
num_cat=0
split_feature=0 0 3 2 17 17 0 26 2 2 2 21 21 9 6 6 6 21 4
split_gain=0.00258155 0.0127173 0.00384898 0.0134425 0.00130931 0.00090181 0.000776695 0.00151417 0.000632951 0.000689956 0.000578157 0.000510552 0.000563517 0.000554177 0.000477857 0.000796152 0.000770055 0.000402168 0.000330513
threshold=-0.084269999999999998 -0.083885000000000001 0.081685000000000021 -0.055654999999999996 -0.56655999999999984 -0.55286000000000002 -0.085245000000000001 0.087745000000000031 -0.083344999999999989 -0.083974999999999994 -0.081604999999999997 0.13042000000000004 0.10645500000000004 0.11819000000000003 0.088315000000000018 0.085955000000000018 0.091180000000000025 0.11228000000000003 0.11541000000000003
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 -4 -6 11 -8 9 -7 -10 12 13 14 15 -1 -16 -14 -5
right_child=1 2 4 18 5 8 7 -9 10 -11 -12 -13 17 -15 16 -17 -18 -19 -20
leaf_value=3.144173953615434e-05 -0.0017096679695741026 -0.0019520011310334719 -0.00051864480827040781 -9.768107737962372e-05 0.00037393322085206072 2.7451636397399143e-05 0.00060573576673081343 -7.7128564914755461e-05 -0.00024506640803185478 0.00042677631884106176 -3.7252184649913119e-05 0.00031898101119866783 -0.00033848723162856361 0.0003760797289545343 -0.00037224037137170772 0.00032541282916373796 3.5575411498437624e-05 0 0.00023984774321570034
leaf_weight=1075 48 47 52 66 58 467 70 56 156 48 1007 62 67 49 71 101 121 78 49
leaf_count=1075 48 47 52 66 58 467 70 56 156 48 1007 62 67 49 71 101 121 78 49
internal_value=0 -0.000108629 -6.8799e-05 -0.000533571 -2.62309e-05 -1.10096e-05 5.67572e-05 0.000295744 -2.4803e-05 6.62598e-05 -6.58314e-05 3.77111e-05 2.60226e-05 4.55944e-05 3.31584e-05 5.73854e-05 -0.000110968 -0.000159595 3.90171e-05
internal_weight=0 1998 1950 162 1788 1736 1750 126 1678 515 1163 1624 1562 1417 1368 1176 192 145 115
internal_count=3748 1998 1950 162 1788 1736 1750 126 1678 515 1163 1624 1562 1417 1368 1176 192 145 115
is_linear=0
shrinkage=0.0995203


Tree=9317
num_leaves=26
num_cat=0
split_feature=1 1 1 6 5 18 5 6 6 6 26 21 3 6 5 18 5 2 38 2 2 3 19 3 10
split_gain=0.00195905 0.0119363 0.00152326 0.000955331 0.000775014 0.00122211 0.00115148 0.000749478 0.00290321 0.0069004 0.000888142 0.000827816 0.000462697 0.000630167 0.000811084 0.000488699 0.000830777 0.000572011 0.00045888 0.000672051 0.000584732 0.000250853 0.000434183 0.000322647 0.000139156
threshold=-0.098224999999999993 -0.112275 -0.093734999999999999 0.10384500000000003 0.2686150000000001 -0.12881499999999999 0.18340500000000004 -0.03764 -0.0096099999999999988 -0.011749999999999998 0.083705000000000016 -0.075024999999999994 0.084735000000000019 0.08463500000000003 -0.020074999999999999 -0.074709999999999985 -0.015214999999999999 -0.082025000000000001 -0.068329999999999988 0.41639000000000009 0.13896000000000006 0.088055000000000022 0.07882500000000002 0.099655000000000021 0.085705000000000017
decision_type=2 2 2 2 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 -6 21 11 9 10 -9 -4 13 -10 -15 16 -14 -17 -13 20 -20 22 -1 -23 -7
right_child=2 -3 7 -5 5 24 -8 8 12 -11 -12 18 15 14 -16 17 -18 -19 19 -21 -22 23 -24 -25 -26
leaf_value=0.00033363758306354993 0.00057052769232184388 -0.0016678141612712825 0.0004169183232071227 -0.0004011896994501485 0.0005752736952333177 -0.00014991894251508578 -0.00049448351594042514 -0.00029392430616565553 -0.00016198794939274817 -0.0014251093145471088 0.00023963628871843498 0.00029436335530708509 0.00034267659071217724 0.00055400790251035445 7.0507891511393863e-05 -0.00019027920752569068 -1.6625250805741529e-05 -1.5857523862308978e-05 1.2272327358313421e-05 -0.00032668499056946873 0.00027467045585832003 -0.00026531434116828302 -6.3675317647253799e-05 3.8309809506532474e-05 9.1226142518932254e-05
leaf_weight=50 46 50 57 68 52 46 57 64 55 50 59 62 83 51 121 276 259 610 1252 54 91 58 54 77 46
leaf_count=50 46 50 57 68 52 46 57 64 55 50 59 62 83 51 121 276 259 610 1252 54 91 58 54 77 46
internal_value=0 -0.000200101 1.7841e-06 -5.40297e-05 0 0.000188989 -9.25018e-05 -6.27685e-06 -5.33932e-05 -0.000438891 -3.13332e-05 4.37804e-05 -6.99477e-06 0.000122804 0.000218631 -3.16552e-05 6.81801e-05 -7.1116e-05 2.86416e-05 1.62627e-05 3.06617e-05 0 0.000119469 -8.60723e-05 -2.04483e-05
internal_weight=0 558 3190 508 440 144 296 3144 1628 173 123 1516 1455 227 172 1228 342 886 1459 1397 1343 239 104 135 92
internal_count=3748 558 3190 508 440 144 296 3144 1628 173 123 1516 1455 227 172 1228 342 886 1459 1397 1343 239 104 135 92
is_linear=0
shrinkage=0.0995203


Tree=9318
num_leaves=28
num_cat=0
split_feature=17 18 6 17 17 9 2 2 5 9 9 9 1 17 6 6 9 9 2 18 2 2 2 18 17 17 5
split_gain=0.00231958 0.0261578 0.00125505 0.000708577 0.000755712 0.000700297 0.000534998 0.00117346 0.00357081 0.000971776 0.00164542 0.00135943 0.000919864 0.00385959 0.00221079 0.00126166 0.000559283 0.000546766 0.00045528 0.000697479 0.000632417 0.000414404 0.00137302 0.000667536 0.00129834 0.000932967 0.00048658
threshold=0.0036400000000000009 -0.085454999999999989 0.10877500000000002 0.021725000000000005 0.047465000000000014 0.093705000000000024 -0.084869999999999987 -0.086169999999999983 -0.0098949999999999993 0.083715000000000026 0.084380000000000024 0.08203000000000002 -0.083284999999999984 -0.012754999999999999 0.091615000000000016 0.089165000000000022 0.088825000000000029 0.11408000000000003 -0.078129999999999991 -0.007069999999999999 0.096520000000000022 -0.080874999999999989 -0.082275000000000001 0.11061000000000003 0.061900000000000018 0.07134500000000002 -0.021739999999999999
decision_type=2 2 2 2 2 2 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 -3 -5 -4 7 9 -9 11 -11 -1 13 18 15 17 -12 -14 19 -8 -20 22 26 24 -23 -25 -6
right_child=1 3 5 4 21 -7 12 8 -10 10 16 -13 14 -15 -16 -17 -18 -19 20 -21 -22 23 -24 25 -26 -27 -28
leaf_value=7.3342235271672861e-05 -0.0017926546144305558 -0.00027651884815254203 -0.00047640371269887553 0.00038330394935987623 -0.00010910470074200956 -3.0644097171288526e-05 0.00035887943613275609 0.0010528922334852205 -1.8749332796935296e-05 0.00060840184386421327 -6.8640325457295439e-05 -0.00054775679350407011 5.3810611579504624e-05 -0.00083355501981134065 0.00052004325933211165 -0.0004081252663895284 0.00014169444493248749 -0.00022595241019845977 -0.000312222929661768 -0.0001200737046882856 8.7943204434280046e-05 -0.0006036128739883627 0.00059920179054746045 0.00043419013246479547 -5.0186151550777336e-05 -3.2894150085512568e-05 0.00022496560483806446
leaf_weight=83 88 86 73 54 137 75 75 49 79 60 208 58 1095 64 91 67 302 73 70 47 84 48 46 60 378 135 63
leaf_count=83 88 86 73 54 137 75 75 49 79 60 208 58 1095 64 91 67 302 73 70 47 84 48 46 60 378 135 63
internal_value=0 -0.000147214 2.47943e-05 -2.60824e-06 2.20798e-05 -0.000256043 4.17135e-05 0.000106611 0.000385093 5.53251e-05 0.000114068 -0.00017634 8.53958e-06 -0.000136892 4.64472e-05 1.08878e-05 5.43057e-05 3.56245e-05 2.16866e-05 0.000167655 -8.86348e-05 0 0.000108898 -4.37226e-05 -0.000114466 0.000106626 0
internal_weight=0 1095 2653 1007 921 148 2505 839 128 711 570 141 1666 340 1326 1235 510 1168 276 122 154 867 246 621 426 195 200
internal_count=3748 1095 2653 1007 921 148 2505 839 128 711 570 141 1666 340 1326 1235 510 1168 276 122 154 867 246 621 426 195 200
is_linear=0
shrinkage=0.0995203


Tree=9319
num_leaves=18
num_cat=0
split_feature=17 18 6 3 26 8 19 17 17 21 17 17 26 26 6 18 17
split_gain=0.00188083 0.0212082 0.00102196 0.000823792 0.000575872 0.000691071 0.000628032 0.000740114 0.000597625 0.000836926 0.000574233 0.000613106 0.000341911 0.000728675 0.00163304 0.000805601 0.000231761
threshold=0.0036400000000000009 -0.085454999999999989 0.10877500000000002 0.10057000000000002 0.11991000000000003 -0.046889999999999994 0.11375500000000002 -0.56368999999999991 -0.55286000000000002 0.096850000000000033 0.021725000000000005 0.047465000000000014 0.12508000000000005 0.096980000000000025 0.098855000000000012 -0.074709999999999985 -0.076939999999999995
decision_type=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 7 -1 -9 -10 -3 -12 13 15 -15 -13 -5
right_child=1 10 3 16 5 -7 -8 8 9 -11 11 12 -14 14 -16 -17 -18
leaf_value=-0.00026554886608090312 -0.0016142492340461905 -0.00024899965858439309 -0.00053781366641468206 0.00010648555148334764 -0.00035990188826927631 5.1531548862075816e-05 0.00040835639493020623 0.00038832639541327269 7.414254989196601e-05 -8.4046765913787662e-05 0.00034515745972892693 0.00037537168891301766 0.000237356896366024 1.0643107263598934e-05 -0.00062952028764130645 -3.7135054634999342e-06 -0.00020262128397463317
leaf_weight=74 88 86 55 46 77 79 48 52 1772 403 54 61 56 116 58 576 47
leaf_count=74 88 86 55 46 77 79 48 52 1772 403 54 61 56 116 58 576 47
internal_value=0 -0.000132637 2.22346e-05 -0.000231112 3.75296e-05 -0.0001463 5.00865e-05 4.22571e-05 5.28526e-05 4.44557e-05 -2.34867e-06 1.9794e-05 0 -1.68931e-05 -0.00019804 3.13031e-05 -4.09273e-05
internal_weight=0 1095 2653 148 2505 156 2349 2301 2227 2175 1007 921 867 811 174 637 93
internal_count=3748 1095 2653 148 2505 156 2349 2301 2227 2175 1007 921 867 811 174 637 93
is_linear=0
shrinkage=0.0995203


Tree=9320
num_leaves=15
num_cat=0
split_feature=27 29 11 18 3 21 21 17 18 17 1 1 17 3
split_gain=0.0196265 0.000883408 0.000681317 0.000610342 0.000608539 0.000511345 0.00120041 0.00055012 0.000423971 0.000680715 0.000430726 0.00110906 0.000998264 0.000212746
threshold=0.11470500000000003 0.12330000000000002 0.086705000000000018 0.022040000000000008 0.15108000000000005 -0.012349999999999998 -0.021529999999999997 -0.56005499999999986 0.088635000000000019 -0.0064000000000000003 -0.049499999999999995 -0.072579999999999992 -0.05543 0.089005000000000015
decision_type=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 13 11 -10 -12 -5
right_child=-2 -3 -4 8 -6 7 -8 -9 10 -11 12 -13 -14 -15
leaf_value=8.6681406383167479e-05 0.0017844379838921286 0.00043813831403435134 0.00039312452426783369 -0.00048830305283877799 -0.0002530025973086697 -0.00029914781750233567 0.0006214256672396934 3.688429514386354e-05 -2.0668119398857676e-05 8.4913526071073549e-06 0.00030373162244291477 -0.00048672076521708019 -5.6283963953845561e-05 -0.00016618713304695365
leaf_weight=366 64 51 48 59 67 49 48 2014 433 91 117 58 212 46
leaf_count=366 64 51 48 59 67 49 48 2014 433 91 117 58 212 46
internal_value=0 2.60643e-05 2.00126e-05 1.4752e-05 4.09707e-05 4.92528e-05 0.000150658 2.85061e-05 -5.00923e-05 -0.00018205 -1.75529e-05 -7.73885e-05 6.92577e-05 -0.000354982
internal_weight=0 3659 3608 3560 2544 2477 414 2063 1016 196 820 491 329 105
internal_count=3723 3659 3608 3560 2544 2477 414 2063 1016 196 820 491 329 105
is_linear=0
shrinkage=0.0995203


Tree=9321
num_leaves=14
num_cat=0
split_feature=22 8 20 21 21 21 20 1 2 8 1 6 0
split_gain=0.0243003 0.000746737 0.000519805 0.000460352 0.000972845 0.00074603 0.000464688 0.000453831 0.000772554 0.00061056 0.000565623 0.000496639 0.000343826
threshold=0.13264000000000004 -0.51030999999999993 0.25779000000000007 -0.01137 -0.032929999999999994 -0.072824999999999987 -0.0088249999999999978 -0.50158499999999984 0.097285000000000024 0.0017700000000000003 -0.084059999999999996 -0.03764 -0.081195000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 9 -5 12 -12 -9
right_child=-2 2 -4 7 -6 -7 -8 10 -10 -11 11 -13 -14
leaf_value=0.00032123368918418301 0.0022996436383818765 0.00015004072395386465 0.0003407853494802572 0.00020315335936511053 0.00040429675265596143 -0.00031116058519888333 -0.00016872663310215616 1.0935349066232848e-05 -0.00049074397969463453 -0.00024648312548100854 1.8886902482936969e-05 -7.7509719379040433e-05 0.00014912190933372306
leaf_weight=81 47 252 48 59 87 53 53 370 50 60 1316 876 371
leaf_count=81 47 252 48 59 87 53 53 370 50 60 1316 876 371
internal_value=0 2.19129e-05 1.49411e-05 1.03008e-05 0.000105014 2.99971e-05 9.19643e-05 -3.02255e-06 -0.000161776 -1.66749e-05 5.84575e-06 -1.92631e-05 8.12266e-05
internal_weight=0 3676 3595 3547 445 358 305 3102 169 119 2933 2192 741
internal_count=3723 3676 3595 3547 445 358 305 3102 169 119 2933 2192 741
is_linear=0
shrinkage=0.0995203


Tree=9322
num_leaves=8
num_cat=0
split_feature=10 29 11 11 8 30 24
split_gain=0.0210736 0.000866123 0.000541854 0.000445944 0.000499684 0.000504024 0.0005771
threshold=0.096215000000000023 0.12951500000000005 0.086705000000000018 -0.37931999999999999 0.24614500000000003 0.11101500000000002 0.084270000000000025
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=-0.00026171214711569874 0.0020163093339380361 0.00044681090808624591 0.0003372213364772095 5.8377735999691148e-06 0.00031229714253607079 -0.00031999781858834628 0.00033430696892432948
leaf_weight=60 53 46 50 3360 54 46 54
leaf_count=60 53 46 50 3360 54 46 54
internal_value=0 1.721e-05 1.15311e-05 6.74564e-06 1.15624e-05 6.63225e-06 1.1273e-05
internal_weight=0 3670 3624 3574 3514 3460 3414
internal_count=3723 3670 3624 3574 3514 3460 3414
is_linear=0
shrinkage=0.0995203


Tree=9323
num_leaves=13
num_cat=0
split_feature=20 8 0 9 38 11 3 9 1 20 22 18
split_gain=0.0207638 0.000551677 0.000514715 0.000676882 0.000649937 0.000734719 0.00042529 0.000842187 0.00183019 0.000397743 0.000592729 0.000520819
threshold=0.24030500000000005 -0.51030999999999993 -0.0033699999999999997 -0.087554999999999994 -0.072014999999999996 -0.37179999999999996 0.08511500000000001 0.095415000000000014 -0.50597999999999999 0.10252000000000001 0.080525000000000027 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 -5 8 -8 11 -11 -7
right_child=-2 2 3 6 5 9 7 -9 -10 10 -12 -13
leaf_value=0.00026444748508008104 0.0017645392693003369 0.00035564877931142271 -0.00044290046758550854 0.00012815046130533093 -0.00037180048484191644 9.6264510765777111e-05 -0.00066494518114326826 0.00011385591904959485 4.5218829794682917e-05 -0.00044139516433226137 5.0167164816829925e-05 -2.9745647331397207e-07
leaf_weight=82 68 55 52 90 49 723 65 86 76 46 46 2285
leaf_count=82 68 55 52 90 49 723 65 86 76 46 46 2285
internal_value=0 9.10488e-06 3.01567e-06 -0.000108003 1.60571e-05 9.86585e-06 -5.04851e-05 -0.000124916 -0.000276356 1.61627e-05 -0.000186716 2.26399e-05
internal_weight=0 3655 3573 369 3204 3149 317 227 141 3100 92 3008
internal_count=3723 3655 3573 369 3204 3149 317 227 141 3100 92 3008
is_linear=0
shrinkage=0.0995203


Tree=9324
num_leaves=25
num_cat=0
split_feature=28 3 1 3 20 20 21 26 4 26 2 1 3 4 0 5 5 3 5 3 3 22 5 2
split_gain=0.00815338 0.00313466 0.00674922 0.0309554 0.0012248 0.00349743 0.00902713 0.00143129 0.00118251 0.0010789 0.00102703 0.000847477 0.000703861 0.000750272 0.000643628 0.00063865 0.000880966 0.000691132 0.000643356 0.000601436 0.000933016 0.00058537 0.000477472 0.000348074
threshold=0.083225000000000021 0.084855000000000028 -0.090374999999999997 0.083815000000000014 -0.080384999999999998 -0.084474999999999995 0.083545000000000022 0.086255000000000012 0.14804000000000003 0.08709500000000002 -0.082025000000000001 -0.50954999999999984 0.10807500000000002 0.10845500000000002 -0.086254999999999984 -0.015214999999999999 -0.092864999999999989 0.083875000000000019 -0.41880499999999998 0.099655000000000021 0.093835000000000016 0.13160500000000006 0.0047850000000000011 -0.088114999999999985
decision_type=2 2 2 2 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 5 12 -7 10 11 15 -8 -6 19 -14 -11 16 18 -17 -4 20 -3 22 -13 -1
right_child=-2 4 9 -5 8 6 7 -9 -10 14 -12 21 13 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00018878280032674332 0.0010720276487909274 -0.00013624074115567249 -0.00022685294048545852 -0.0029649062068567711 0.00031653169577392642 0.0016876774150810286 -0.00042263448284857435 0.000532825849753191 0.00047013978258002721 2.1654533771140772e-05 0.00017018923805883621 -5.7364292552853208e-05 0.00036722221563277585 -8.9600961167560998e-05 0.00051650334677785597 -0.00013126060331095421 -0.00053106475053414333 0.00036519599391698589 0.00022466000516787116 -0.000392778240784474 0.00031801809498937925 -0.00036230202106454583 4.1856152743899974e-05 -0.00014087142003165707
leaf_weight=73 69 203 92 46 70 47 48 59 49 62 71 1525 80 60 50 63 62 48 46 58 57 53 692 54
leaf_count=73 69 203 92 46 70 47 48 59 49 62 71 1525 80 60 50 63 62 48 46 58 57 53 692 54
internal_value=0 -1.99206e-05 -0.000228905 -0.000752669 2.03581e-05 0.000137987 0.000459437 0.000130526 -1.29287e-05 -1.27592e-05 -6.20538e-05 -2.33941e-05 -1.81425e-05 0.000165594 0.000249878 -0.000109975 -0.000217311 7.60484e-05 -7.04165e-05 -0.000101607 -3.35046e-05 -3.42371e-05 -2.6025e-05 4.2169e-05
internal_weight=0 3668 596 173 3072 683 225 178 2389 423 119 2340 458 140 112 311 200 111 138 318 260 2270 2217 127
internal_count=3737 3668 596 173 3072 683 225 178 2389 423 119 2340 458 140 112 311 200 111 138 318 260 2270 2217 127
is_linear=0
shrinkage=0.0995203


Tree=9325
num_leaves=19
num_cat=0
split_feature=28 3 18 2 2 6 17 3 26 26 2 2 3 6 10 18 20 18
split_gain=0.00662797 0.00257384 0.0122087 0.0011625 0.0128314 0.00122893 0.000748397 0.00083481 0.000586377 0.00127796 0.000577831 0.000537124 0.00105424 0.00165782 0.000763093 0.000684576 0.000528362 0.000490046
threshold=0.082705000000000015 0.084550000000000028 -0.095799999999999982 -0.086304999999999993 -0.086775000000000005 -0.47103 0.006145000000000002 0.084290000000000018 0.088115000000000013 0.085740000000000025 -0.085759999999999989 -0.095204999999999998 0.087515000000000023 -0.0087049999999999992 0.090150000000000022 -0.14343999999999998 0.14849500000000004 0.14083500000000002
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 -5 7 8 9 -4 -7 14 -13 -14 15 -3 17 -12
right_child=-2 3 6 5 -6 10 -8 -9 -10 -11 16 12 13 -15 -16 -17 -18 -19
leaf_value=-0.0014994157520899045 0.00094588764671979671 0.00047134500454808995 -8.7791715747773916e-05 0.00044446054448370659 0.0016825390574063757 -0.00034343020816350334 0.00021430742925796623 -0.00050277839518647171 -0.0003553709210935038 0.00047288333022729294 -2.2046671252583525e-05 0.00013318341019566646 -0.00062874850518360018 0.00012297844363357238 -0.00028123738339384195 6.8909315283474581e-05 -0.00027730310690210328 0.000167916592197428
leaf_weight=65 72 50 224 56 49 56 90 46 51 49 2141 87 70 47 51 314 76 143
leaf_count=65 72 50 224 56 49 56 90 46 51 49 2141 87 70 47 51 314 76 143
internal_value=0 -1.82942e-05 -0.00022236 1.55644e-05 0.000132183 -1.56178e-05 -4.01264e-05 -0.000104228 -4.51172e-05 9.8437e-06 -2.66207e-05 8.13382e-06 -0.000122589 -0.000319776 7.43655e-05 0.000126438 -1.87563e-05 -9.79475e-06
internal_weight=0 3665 525 3140 668 2472 460 370 324 273 2416 619 204 117 415 364 2360 2284
internal_count=3737 3665 525 3140 668 2472 460 370 324 273 2416 619 204 117 415 364 2360 2284
is_linear=0
shrinkage=0.0995203


Tree=9326
num_leaves=24
num_cat=0
split_feature=28 3 18 26 26 9 29 26 26 3 6 6 0 3 1 1 9 2 7 9 8 8 9
split_gain=0.00538377 0.00210522 0.0109196 0.00104676 0.00283314 0.00881619 0.00106795 0.000705709 0.000705022 0.00108831 0.00067976 0.00114973 0.00118975 0.00129361 0.000623245 0.000527272 0.000514454 0.00180252 0.000450476 0.000351579 0.000345136 0.000730957 0.00114176
threshold=0.083225000000000021 0.084855000000000028 -0.095799999999999982 0.08734500000000002 0.085505000000000012 0.085665000000000033 -0.08781499999999999 0.086760000000000018 0.088435000000000027 0.084465000000000026 0.092405000000000029 0.089430000000000023 -0.082604999999999998 0.089655000000000026 0.50462500000000021 -0.50954999999999984 0.11296000000000002 -0.050194999999999997 -0.074779999999999999 0.084515000000000021 -0.049499999999999995 -0.065539999999999987 0.097365000000000021
decision_type=2 2 2 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 -6 -3 -7 9 14 11 16 -13 -14 19 -8 17 -5 -17 -4 21 22 -12
right_child=-2 3 8 10 5 7 15 -9 -10 -11 20 12 13 -15 -16 18 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0013278297734137642 0.00087120430179151798 0.00043841536669643699 -2.7694662296545787e-07 -5.8557391289610869e-05 0.0016330380348194551 -0.00011779722584521004 0.00029423247932810646 0.00033933240881462687 0.0002511116724010484 -0.00041891016858920562 -1.0060194171194311e-05 2.9278681205284848e-05 -0.0008739246272547619 -0.00017509892532331908 -0.00031440399086820421 0.00029117953007365887 -0.00029621033169690327 0.00058556295125168981 -1.8939393737134422e-05 0.00026095174367691317 0.00025361169374362141 -0.00035974475060939734 0.00047071046549333062
leaf_weight=73 69 59 254 652 46 91 60 52 76 76 325 56 54 58 55 48 72 46 1280 62 70 46 57
leaf_count=73 69 59 254 652 46 91 60 52 76 76 325 56 54 58 55 48 72 46 1280 62 70 46 57
internal_value=0 -1.61071e-05 -0.000187393 1.68578e-05 7.14777e-05 0.000434103 2.35476e-05 4.27071e-05 -2.66468e-05 -7.57033e-05 -4.47994e-05 -9.49866e-05 -0.000331596 -0.000519342 -3.19018e-06 5.32289e-06 -4.22996e-05 -1.49353e-05 -7.11383e-06 4.83862e-05 4.80861e-05 1.25594e-05 5.95349e-05
internal_weight=0 3668 596 3072 1636 189 1447 143 523 447 1436 938 168 112 371 1388 770 698 1328 316 498 428 382
internal_count=3737 3668 596 3072 1636 189 1447 143 523 447 1436 938 168 112 371 1388 770 698 1328 316 498 428 382
is_linear=0
shrinkage=0.0995203


Tree=9327
num_leaves=20
num_cat=0
split_feature=3 18 3 2 21 21 4 6 3 26 26 2 3 4 4 1 19 20 9
split_gain=0.00424552 0.0233873 0.00825187 0.0164173 0.00147845 0.0105891 0.000975086 0.000920121 0.00135105 0.00134973 0.00159748 0.000906217 0.00059969 0.000498585 0.000642746 0.000457027 0.000520971 0.000431048 7.1522e-05
threshold=0.082130000000000022 -0.095364999999999991 0.083955000000000016 -0.085804999999999992 -0.018669999999999996 -0.032929999999999994 0.14804000000000003 0.092405000000000029 0.088055000000000022 0.11790500000000002 0.12508000000000005 -0.08237499999999999 0.090050000000000033 0.10198500000000002 0.12631500000000004 -0.025874999999999999 0.10876500000000001 -0.0096699999999999998 0.08073000000000001
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 5 15 7 9 -9 12 -11 -10 -6 18 -15 -4 17 -17 -3
right_child=2 13 4 -5 6 -7 -8 8 11 10 -12 -13 -14 14 -16 16 -18 -19 -20
leaf_value=0.0024244118096951885 9.2767927984526585e-05 0.00025363822600881674 -0.00026707694303398065 -0.0023170065799384687 -0.00010220425912675434 0.0015480043620098168 0.00039107195577150702 0.00057045327512643645 -0.00021068278192311915 -0.00083205140639610697 -0.00013668621167907131 9.7057940295624e-05 4.368349267645314e-06 -0.00036351388609853617 4.1501117954687943e-05 4.7779058364436715e-05 0.00031231538544450132 -0.00026134805688034343 5.1306066241106533e-05
leaf_weight=46 70 46 58 46 918 49 54 50 121 47 121 427 1183 67 85 187 56 58 48
leaf_count=46 70 46 58 46 918 49 54 50 121 47 121 427 1183 67 85 187 56 58 48
internal_value=0 0.000364598 -3.06337e-05 -0.000855776 -1.63542e-06 0.000175559 -2.66658e-05 -3.48195e-05 7.43709e-05 -6.39576e-05 -0.000336096 2.7614e-05 -4.18073e-05 -1.72435e-05 -0.00013164 -9.48659e-06 3.74291e-05 -2.20608e-05 0.000159029
internal_weight=0 292 3445 116 3329 408 2921 2867 598 2269 168 548 2101 246 152 359 301 245 94
internal_count=3737 292 3445 116 3329 408 2921 2867 598 2269 168 548 2101 246 152 359 301 245 94
is_linear=0
shrinkage=0.0995203


Tree=9328
num_leaves=19
num_cat=0
split_feature=28 21 21 20 3 1 0 17 17 17 6 1 6 21 6 6 6 6
split_gain=0.00154112 0.00165554 0.00752514 0.00180713 0.000767999 0.000699589 0.000677333 0.00292999 0.0006358 0.00156479 0.000866768 0.000583762 0.000467882 0.000788272 0.000537762 0.000767706 0.000425151 0.000414015
threshold=0.083225000000000021 -0.015724999999999999 -0.029689999999999998 0.16383500000000004 0.084795000000000023 0.10924000000000002 -0.057604999999999996 0.12439000000000001 0.006145000000000002 0.11180000000000002 0.087575000000000028 0.081675000000000011 -0.034094999999999993 -0.080634999999999998 -0.01146 -0.0079349999999999993 0.086100000000000024 0.092405000000000029
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 8 11 7 -7 10 -10 16 17 -1 14 -14 -16 -3 -6
right_child=-2 3 -4 -5 5 6 -8 -9 9 -11 -12 -13 13 -15 15 -17 -18 -19
leaf_value=0.00015467378080624079 -0.00049295924999847543 6.4066268745660714e-05 -0.0013557239498104032 -0.0005094497241338754 -1.131081802025582e-05 -0.00023215026974149919 -0.0004897644956315465 0.00063418092374685519 0.00076854867357968614 1.0497418457789059e-05 0.00044709978227063603 0.0003479857116059051 -0.00028436025243605388 -0.00044932830063986633 0.00035526890004424248 -7.9716728358973781e-05 -0.00023488832371564513 8.6882838867875228e-05
leaf_weight=88 67 313 49 64 1693 213 47 47 49 65 54 53 60 54 59 121 55 564
leaf_count=88 67 313 49 64 1693 213 47 47 49 65 54 53 60 54 59 121 55 564
internal_value=0 -1.07899e-05 -0.000194079 1.35119e-05 2.43867e-05 1.84062e-06 -0.000138959 -7.23956e-05 0.00013294 0.000343508 7.41168e-05 2.09073e-05 -4.29291e-05 -0.00010486 -2.39436e-05 5.8314e-05 1.7161e-05 1.2864e-05
internal_weight=0 3648 431 3217 3153 2617 307 260 536 114 422 2310 382 294 240 180 368 2257
internal_count=3715 3648 431 3217 3153 2617 307 260 536 114 422 2310 382 294 240 180 368 2257
is_linear=0
shrinkage=0.0995203


Tree=9329
num_leaves=14
num_cat=0
split_feature=28 21 21 22 23 10 10 17 3 3 21 5 26
split_gain=0.00124947 0.00134767 0.00581953 0.000919125 0.000810253 0.000729259 0.000838978 0.000953092 0.000601947 0.000906456 0.000837721 0.000456321 0.000543169
threshold=0.083225000000000021 -0.018669999999999996 -0.046224999999999995 0.12953000000000006 0.086650000000000019 0.091080000000000022 0.086275000000000018 -0.55026999999999993 0.10648500000000002 0.094970000000000013 -0.083919999999999995 -0.015214999999999999 0.084435000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 7 -3 9 11 -10 -1 -13
right_child=-2 3 -4 -5 -6 -7 -8 -9 10 -11 -12 12 -14
leaf_value=-0.00017118218462010423 -0.00044389974593093018 -0.00029897553273329193 -0.0010204882947824213 -0.00036689933262626335 -0.000389451201163706 -0.00034960682468372493 0.00039567180297218836 3.4574726915363763e-05 -7.9435176132440624e-05 -0.00048470581671045668 0.00046000046381646978 -6.8475572109632317e-05 0.00037506425009024418
leaf_weight=89 67 87 68 62 47 50 62 2919 56 49 54 55 50
leaf_count=89 67 87 68 62 47 50 62 2919 56 49 54 55 50
internal_value=0 -9.69375e-06 -0.000177286 1.1917e-05 1.95964e-05 2.60248e-05 3.24134e-05 2.46487e-05 -1.25374e-05 -0.000102129 0.000177937 -1.27913e-06 0.000134938
internal_weight=0 3648 421 3227 3165 3118 3068 3006 353 243 110 194 105
internal_count=3715 3648 421 3227 3165 3118 3068 3006 353 243 110 194 105
is_linear=0
shrinkage=0.0995203


Tree=9330
num_leaves=15
num_cat=0
split_feature=28 21 21 24 4 6 21 10 2 10 17 5 21 26
split_gain=0.00101241 0.001099 0.00538311 0.000712083 0.000705979 0.00112756 0.000687296 0.000610908 0.000590737 0.000603019 0.000712565 0.000416763 0.000739614 0.00060766
threshold=0.083225000000000021 -0.015724999999999999 -0.029689999999999998 0.10216500000000002 0.09939000000000002 0.038300000000000008 -0.078089999999999993 0.091080000000000022 0.50951500000000005 0.086275000000000018 -0.55026999999999993 -0.01554 -0.084759999999999988 0.084645000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 11 -6 8 9 10 -3 12 -1 -13
right_child=-2 3 -4 -5 6 -7 -8 -9 -10 -11 -12 13 -14 -15
leaf_value=4.5667355083094501e-05 -0.0003997228268890681 -0.00026922141825049586 -0.0011406713618156298 -0.00037284521208134469 -6.4685971269684046e-05 -0.00055128983115773275 0.00045271602999544388 -0.00029666966885346247 0.00037047748143583854 0.00032265774375691555 1.9450789472232259e-05 -0.00011331355891436042 -0.00045687250714126733 0.00032447508261956615
leaf_weight=67 67 87 49 47 46 48 51 60 48 63 2912 59 48 63
leaf_count=67 67 87 49 47 46 48 51 60 48 63 2912 59 48 63
internal_value=0 -8.81837e-06 -0.000158177 1.09376e-05 -3.00071e-05 -0.000110792 0.000198911 1.6886e-05 2.31985e-05 1.74872e-05 1.08035e-05 -1.81229e-05 -0.00015697 0.000106048
internal_weight=0 3648 431 3217 382 285 97 3170 3110 3062 2999 237 115 122
internal_count=3715 3648 431 3217 382 285 97 3170 3110 3062 2999 237 115 122
is_linear=0
shrinkage=0.0995203


Tree=9331
num_leaves=20
num_cat=0
split_feature=1 1 27 6 7 4 17 21 9 9 9 18 9 9 24 18 17 5 0
split_gain=0.000850207 0.00606734 0.000531799 0.000575433 0.000604707 0.000529049 0.00187342 0.000526564 0.000552883 0.00100685 0.000991013 0.00324604 0.000614638 0.000556621 0.000506719 0.00057729 0.000268416 0.000435114 0.000257997
threshold=-0.0098449999999999996 -0.0086750000000000004 0.11410500000000003 -0.48214499999999999 0.078295000000000017 0.10696000000000003 -0.23400499999999999 0.11729000000000002 0.097035000000000024 0.099125000000000033 0.094685000000000033 -0.069565000000000002 0.094010000000000024 0.09143500000000003 0.083550000000000027 -0.087724999999999984 0.021725000000000005 0.022285000000000003 -0.040384999999999997
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 14 7 -7 8 10 -10 12 -12 13 -1 15 -5 17 -11 -8
right_child=1 2 -4 4 -6 6 18 -9 9 16 11 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=3.726518689037672e-06 -0.0011292797661877859 0.0002326221840763408 -0.00034757920216850989 0.00013486069068604259 -0.00038614830096205069 0.000736133745938013 0.00016277971934163199 -0.00027076505328117923 -0.00049589432906976371 -0.00031603130276248754 0.00095614812873967927 -5.5474800258749517e-05 -0.00033299261420366449 0.00017978045518188976 -0.00033545395663932899 -4.3664305485665722e-05 0.00014440367062763945 6.1678868768366262e-05 -0.0001150086903239983
leaf_weight=1341 52 82 52 218 48 46 57 64 55 53 48 87 48 207 50 995 69 64 79
leaf_count=1341 52 82 52 218 48 46 57 64 55 53 48 87 48 207 50 995 69 64 79
internal_value=0 -7.26207e-05 -3.4029e-05 -2.17367e-05 -3.82707e-05 2.43059e-05 0.000187115 9.35011e-06 1.88562e-05 -0.000121552 3.88775e-05 0.00029815 1.64337e-05 2.77974e-05 -2.44015e-05 -1.0905e-05 -6.45758e-06 -0.000102424 0
internal_weight=0 1497 1445 1393 1311 2218 182 2036 1972 241 1731 135 1596 1548 1263 1213 186 117 136
internal_count=3715 1497 1445 1393 1311 2218 182 2036 1972 241 1731 135 1596 1548 1263 1213 186 117 136
is_linear=0
shrinkage=0.0995203


Tree=9332
num_leaves=13
num_cat=0
split_feature=22 3 17 28 24 4 0 30 0 36 8 8
split_gain=0.039613 0.00156832 0.0140722 0.000909097 0.000794277 0.000469615 0.00064918 0.000455529 0.000307043 0.000279088 0.000437166 8.69546e-05
threshold=0.13264000000000004 0.081685000000000021 0.026115000000000006 0.084260000000000015 0.084270000000000025 0.13954000000000003 -0.059114999999999994 0.10584000000000003 -0.23998999999999998 0.089700000000000016 -0.01187 -0.093384999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 7 -7 8 -3 10 11 -1
right_child=-2 3 -4 -5 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=0.0001284760051428546 -0.0028999446683568501 -0.00024549523555124375 -0.0018406471346838721 -0.00038094859651177448 0.00037528944719481683 -0.0004845313894355138 2.3245169669530187e-05 0.00031460727908864489 3.0509874064211104e-06 -0.00011918583488028767 -6.1090763346323868e-05 0.00034667566866552666
leaf_weight=50 48 50 46 62 56 47 47 46 3104 60 69 57
leaf_count=50 48 50 46 62 56 47 47 46 3104 60 69 57
internal_value=0 -2.21031e-05 -0.000247702 -3.21758e-06 3.5289e-06 -2.54274e-06 -0.000221934 3.64608e-06 -6.29639e-07 5.9319e-05 0.000124824 0.000252364
internal_weight=0 3694 282 3412 3350 3294 94 3200 3154 236 176 107
internal_count=3742 3694 282 3412 3350 3294 94 3200 3154 236 176 107
is_linear=0
shrinkage=0.0995203


Tree=9333
num_leaves=15
num_cat=0
split_feature=22 2 2 25 4 4 4 6 0 18 3 0 3 8
split_gain=0.0321205 0.00167351 0.0106843 0.000681407 0.000526733 0.000779022 0.000664669 0.000614772 0.00061419 0.000379874 0.000358212 0.000725599 0.000471428 0.000195296
threshold=0.13264000000000004 -0.096314999999999998 -0.10077999999999999 0.085465000000000027 0.13954000000000003 0.13481000000000004 0.11995000000000003 0.13225500000000004 -0.059114999999999994 0.10435500000000002 0.11089500000000001 0.12387500000000003 0.096595000000000028 -0.080569999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 6 7 -3 -6 10 11 12 -1 -8
right_child=-2 3 -4 -5 8 -7 13 -9 -10 -11 -12 -13 -14 -15
leaf_value=9.8188148159224136e-05 -0.0026113417715994637 2.0040186206812903e-05 -0.0011989348954236883 0.00036428573884950756 -0.00043624411387099235 0.00038405341790529932 -9.1847550302190728e-05 -0.00023200213502367316 0 -0.00024152120912315309 -0.00012410542175757196 0.00042288758362380401 -0.00024394724871575307 -0.00041175315824334188
leaf_weight=189 48 2752 86 52 58 54 46 99 68 50 87 57 50 46
leaf_count=189 48 2752 86 52 58 54 46 99 68 50 87 57 50 46
internal_value=0 -1.98814e-05 -0.000185618 6.95279e-06 7.4083e-07 9.38217e-06 2.2293e-06 1.1001e-05 -0.000198303 1.37513e-05 4.92141e-05 0.000102922 2.31865e-05 -0.000260699
internal_weight=0 3694 519 3175 3123 2997 2943 2851 126 433 383 296 239 92
internal_count=3742 3694 519 3175 3123 2997 2943 2851 126 433 383 296 239 92
is_linear=0
shrinkage=0.0995203


Tree=9334
num_leaves=17
num_cat=0
split_feature=22 1 1 6 1 28 2 21 21 5 18 5 6 18 4 1
split_gain=0.0260437 0.00137814 0.0104716 0.000608058 0.000596907 0.00059498 0.00032812 0.000356691 0.000945313 0.000490388 0.00144743 0.000611487 0.000470075 0.000289544 0.000707813 9.7202e-05
threshold=0.13264000000000004 -0.098224999999999993 -0.11467499999999999 0.10384500000000003 -0.15143499999999999 0.083225000000000021 0.42136500000000005 -0.012349999999999998 -0.032929999999999994 -0.021235 -0.074709999999999985 -0.011764999999999999 -0.045589999999999999 0.085685000000000025 0.10739000000000003 -0.50763499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 6 7 8 12 10 -9 -11 -3 14 -1 -15
right_child=-2 5 -4 -5 -6 -7 -8 9 -10 11 -12 -13 -14 15 -16 -17
leaf_value=-2.273142165169331e-05 -0.0023514604274063929 -0.00026094595376308598 -0.0013707955545384355 -0.00029983106692300259 0.00035919455447247907 -0.0003109281986867091 -0.00022440883007640827 0.00054044737791979582 0.00040618886223905574 -0.00020775246757696747 2.2605030022019374e-05 -1.1330240427946274e-05 7.4455173273657092e-05 -0.0002414893449501398 0.0004046609573433901 -3.2376870942854711e-05
leaf_weight=216 48 47 63 61 50 57 56 56 82 188 1324 1021 318 54 46 55
leaf_count=216 48 47 63 61 50 57 56 56 82 188 1324 1021 318 54 46 55
internal_value=0 -1.79384e-05 -0.000164118 -4.69984e-06 3.61182e-05 7.10105e-06 1.32286e-05 1.78815e-05 0.000100044 3.37963e-06 4.42121e-05 -4.25511e-05 2.90237e-05 -5.21659e-06 4.91825e-05 -0.000143484
internal_weight=0 3694 545 482 421 3149 3092 3036 447 2589 1380 1209 365 371 262 109
internal_count=3742 3694 545 482 421 3149 3092 3036 447 2589 1380 1209 365 371 262 109
is_linear=0
shrinkage=0.0995203


Tree=9335
num_leaves=14
num_cat=0
split_feature=10 2 2 25 20 4 4 10 20 17 9 9 1
split_gain=0.0265543 0.00100073 0.00878532 0.000918965 0.000584224 0.000469585 0.000781273 0.000565423 0.000435161 0.000445749 0.00050277 0.00041992 0.000254756
threshold=0.096215000000000023 -0.096314999999999998 -0.10077999999999999 0.096120000000000025 0.14849500000000004 0.10739000000000003 0.10343500000000001 0.082245000000000026 0.10634000000000003 -0.53015499999999993 0.089605000000000018 0.11408000000000003 -0.15528499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 8 6 7 12 9 10 -3 -11 -1
right_child=-2 3 -4 -5 -6 -7 -8 -9 -10 11 -12 -13 -14
leaf_value=-0.00015202305201780143 -0.0022767303583832652 -0.00035929522841458698 -0.0010709613412248017 0.00041538557762421966 -0.00028296012408026133 0.00030838858137460779 -0.00035725938041074692 0.00035236098257292902 0.00028791579022059076 2.1702812519805903e-05 0 -0.00013256097063744904 6.8584994756177014e-05
leaf_weight=76 52 70 84 54 70 58 51 55 54 2690 79 186 163
leaf_count=76 52 70 84 54 70 58 51 55 54 2690 79 186 163
internal_value=0 -1.16968e-05 -0.000144703 8.2705e-06 1.0292e-06 4.63319e-05 0 6.46444e-05 7.75148e-06 2.47957e-06 -0.000165008 1.14414e-05 0
internal_weight=0 3690 487 3203 3149 403 345 294 3079 3025 149 2876 239
internal_count=3742 3690 487 3203 3149 403 345 294 3079 3025 149 2876 239
is_linear=0
shrinkage=0.0995203


Tree=9336
num_leaves=28
num_cat=0
split_feature=26 26 21 21 26 0 22 1 1 0 9 3 6 9 6 8 9 0 4 4 24 8 8 0 8 18 3
split_gain=0.0052235 0.0150343 0.00434162 0.00770511 0.00325872 0.0175478 0.00186387 0.00128389 0.012423 0.000950161 0.000830321 0.0024403 0.00255525 0.000958966 0.000951333 0.000845259 0.000816629 0.00079626 0.00060186 0.000683215 0.000577868 0.000565562 0.000669134 0.000559147 0.000485992 0.00132865 0.000358071
threshold=0.085155000000000022 0.084845000000000018 -0.083269999999999997 -0.08861999999999999 0.082250000000000031 -0.092474999999999988 0.12975500000000004 -0.084759999999999988 -0.083284999999999984 -0.085754999999999984 0.08846500000000003 0.089810000000000015 0.089315000000000019 0.088035000000000016 0.11766500000000002 -0.080659999999999996 0.08401500000000002 -0.088484999999999994 0.14996500000000004 0.14039500000000002 0.084270000000000025 -0.080835000000000004 -0.077889999999999987 -0.081424999999999984 -0.084794999999999995 -0.0092699999999999987 0.091545000000000029
decision_type=2 2 2 2 2 2 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 -6 18 21 -9 17 13 12 -12 15 -13 -10 -11 -7 19 20 -1 23 -23 24 25 -4 -24
right_child=2 -3 7 -5 5 9 -8 8 10 16 11 14 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 26 -25 -26 -27 -28
leaf_value=3.3307718171765815e-06 0.00014735479363757508 0.0018679745318467738 0.00043093039549512677 -0.0016497011298680351 0.0021878641523531773 7.2246299556610798e-05 0.00061905866359202239 -0.0014251495483286532 -2.4176099505692819e-05 0.00053103655966883095 2.0116685031715582e-05 0 0.001028338990953063 -0.00053414888390674242 -0.00034353467894852755 -0.00045294532788241936 6.2675361724159153e-06 -0.00046742969692981025 -0.00030151668715572527 0.00040419357788027956 0.00036326072231449371 -0.00030073872510316528 0.00028619361647956625 0.00039868695281380847 -0.00014404024492393095 -0.00013703215762571414 -7.1124524115939781e-05
leaf_weight=1264 46 49 91 47 46 59 53 67 325 55 58 668 46 56 90 54 70 47 56 47 46 68 52 79 63 71 54
leaf_count=1264 46 49 91 47 46 59 53 67 325 55 58 668 46 56 90 54 70 47 56 47 46 68 52 79 63 71 54
internal_value=0 0.000147805 -8.79111e-05 -0.000752033 9.89768e-05 0.00041234 3.92085e-05 -5.3936e-05 -0.000103394 5.52282e-05 -3.44843e-05 2.12543e-05 0.000473933 -0.000146818 -3.97747e-05 -8.74272e-05 0.000243715 -0.000159321 1.68796e-05 3.06223e-05 1.65945e-05 8.54832e-05 -5.40741e-05 0.000168054 8.34382e-05 0.000176955 9.64408e-05
internal_weight=0 1792 1935 93 1743 277 1466 1842 1364 231 1297 862 104 435 758 379 125 106 1413 1357 1310 478 174 304 225 162 106
internal_count=3727 1792 1935 93 1743 277 1466 1842 1364 231 1297 862 104 435 758 379 125 106 1413 1357 1310 478 174 304 225 162 106
is_linear=0
shrinkage=0.0995203


Tree=9337
num_leaves=23
num_cat=0
split_feature=19 5 17 2 2 3 17 17 2 17 2 6 2 21 2 25 2 9 3 5 3 5
split_gain=0.00762336 0.00426378 0.0411052 0.00111999 0.0105951 0.000755856 0.000719273 0.00110328 0.000761611 0.000641429 0.00155528 0.00105011 0.000755252 0.00202852 0.00122855 0.000563088 0.000556345 0.000837841 0.00157077 0.000381209 0.000692841 0.000289693
threshold=0.14107000000000006 -0.099349999999999994 -0.0064000000000000003 -0.084674999999999986 -0.084314999999999987 0.11089500000000001 -0.56368999999999991 -0.52313499999999991 -0.085089999999999985 0.41580500000000009 -0.073884999999999992 0.10877500000000002 -0.079739999999999991 0.092470000000000011 -0.079149999999999984 0.085465000000000027 -0.080874999999999989 0.11408000000000003 0.14940500000000004 -0.43873000000000001 0.10393500000000001 -0.16183
decision_type=2 2 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 6 -3 -8 -9 12 -11 -12 13 -6 -14 16 19 18 -18 20 -4 -21
right_child=-2 3 15 4 9 -7 7 8 -10 10 11 -13 14 -15 -16 -17 17 -19 -20 21 -22 -23
leaf_value=0.0026003221419904723 -0.0012499397072827075 -0.00022277317353971312 0.00055603174814477922 -0.0015233912723866634 -3.1853240858636707e-05 -0.0002583442658704457 0.00055553207697891832 5.8328909761468025e-05 0.00044396038137474252 -0.0006562455459863892 -0.00031461918166780063 0.00035695386691453671 0.0005392954498188887 -0.00061422753063220068 1.7922713966222208e-05 0.00035857717141837988 -6.0725485727166481e-05 -0.00038457558251665965 0.00052924206333422987 -0.00014284258609112882 2.4589980459780734e-05 0.00019492573572027684
leaf_weight=67 46 63 49 48 548 63 55 673 56 53 46 46 47 67 1061 49 421 63 50 55 55 46
leaf_count=67 46 63 49 48 548 63 55 673 56 53 46 46 47 67 1061 49 421 63 50 55 55 46
internal_value=0 3.88878e-05 0.000233691 -1.97599e-05 -6.31634e-05 7.07264e-05 9.61692e-05 0.000122843 8.90751e-05 -2.52032e-05 -0.000226439 1.22692e-05 -7.79298e-06 -9.663e-05 4.07776e-05 3.14284e-05 8.62881e-06 -4.36921e-05 1.65753e-07 0.000148912 0.000282852 2.8873e-06
internal_weight=0 3681 855 2826 1916 910 847 784 729 1868 145 92 1723 615 1108 788 739 534 471 205 104 101
internal_count=3727 3681 855 2826 1916 910 847 784 729 1868 145 92 1723 615 1108 788 739 534 471 205 104 101
is_linear=0
shrinkage=0.0995203


Tree=9338
num_leaves=25
num_cat=0
split_feature=19 0 0 2 2 0 6 26 2 17 17 26 17 26 3 3 17 8 18 0 0 2 8 8
split_gain=0.00618208 0.00333327 0.0138677 0.0204908 0.00164396 0.00102393 0.00953115 0.000897144 0.000754975 0.00119684 0.000930182 0.00135858 0.000958563 0.000752539 0.000702105 0.00103148 0.00162114 0.000967097 0.000730855 0.00067026 0.000481757 0.000792479 0.000474908 0.000889435
threshold=0.14107000000000006 -0.093765000000000001 -0.10096999999999999 -0.080974999999999991 -0.067815 -0.085754999999999984 0.088565000000000019 -0.23202999999999999 -0.084385000000000002 0.11180000000000002 0.41580500000000009 0.096535000000000024 0.033280000000000011 0.087260000000000018 0.10502000000000002 0.10850000000000003 -0.031185000000000001 -0.0083949999999999979 -0.096219999999999986 -0.086304999999999993 -0.11239999999999999 -0.083665000000000003 -0.068549999999999986 -0.085089999999999985
decision_type=2 2 2 2 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 -5 6 19 -7 9 13 12 -12 -10 -9 18 -16 -17 -18 -1 22 21 -20 23 -3
right_child=-2 5 3 4 -6 7 -8 8 10 -11 11 -13 -14 -15 15 16 17 -19 20 -21 -22 -23 -24 -25
leaf_value=0.00024965846779857439 -0.0011255454210231896 9.051172240803205e-05 0.0020898940411790603 -0.00026884397739023781 0.00044972983385971837 -0.00037910022826857651 -0.0014247487525613665 -1.2169048982797703e-05 -4.355243336077548e-05 0.00052562968075044614 1.8800492121191088e-05 -0.00067499241690762812 0.00016142836182453754 0.00021914419983860256 0.00047298259269371875 -0.00040626560937997525 0 0.00043370173381672726 4.6540139569664682e-05 -0.00034266632261593173 7.2132348440040662e-05 -0.00030692588255970755 0.00028419309985847589 -0.00022499277366845827
leaf_weight=53 46 271 86 62 63 57 52 412 997 62 57 51 292 206 61 67 139 78 85 54 77 206 62 131
leaf_count=53 46 271 86 62 63 57 52 412 997 62 57 51 292 206 61 67 139 78 85 54 77 206 62 131
internal_value=0 3.50398e-05 0.000192675 0.000907088 8.67682e-05 -2.16138e-05 -0.000140204 9.67857e-06 2.07421e-05 0.00010694 -2.06293e-05 -0.000301244 2.24723e-06 6.36107e-05 -3.04595e-06 0.000101093 1.83325e-05 0.000153202 -9.03298e-05 -9.6733e-06 -0.00014152 -0.000200867 2.7316e-05 -1.02656e-05
internal_weight=0 3681 977 211 125 2704 570 2134 2077 680 1397 108 1289 618 766 345 284 217 421 518 368 291 464 402
internal_count=3727 3681 977 211 125 2704 570 2134 2077 680 1397 108 1289 618 766 345 284 217 421 518 368 291 464 402
is_linear=0
shrinkage=0.0995203


Tree=9339
num_leaves=23
num_cat=0
split_feature=17 2 0 0 9 3 22 17 0 0 17 0 1 1 21 18 9 9 9 1 0 20
split_gain=0.0054921 0.00805736 0.00276304 0.0188285 0.0421651 0.00137096 0.00099994 0.000945861 0.00140565 0.0113834 0.00100987 0.0010026 0.000648768 0.000486482 0.000484757 0.000604543 0.000461812 0.000434344 0.000314661 0.000610258 0.000579252 0.000344683
threshold=0.51041000000000014 -0.080484999999999987 -0.095649999999999999 -0.10096999999999999 0.085465000000000027 0.097255000000000022 0.10861000000000003 0.033280000000000011 -0.086414999999999992 -0.086944999999999995 0.057560000000000014 -0.085605000000000001 0.41897000000000012 0.51390500000000017 -0.014264999999999998 0.11769500000000002 0.11408000000000003 0.084115000000000009 0.091200000000000017 0.10924000000000002 -0.10806499999999999 -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
left_child=2 -2 3 12 -5 -3 7 8 9 17 -9 -10 18 -14 -12 -16 -13 -4 20 -20 21 -1
right_child=1 5 6 4 -6 -7 -8 10 11 -11 14 16 13 -15 15 -17 -18 -19 19 -21 -22 -23
leaf_value=-0.00012640344815735848 -0.0016411361630441193 -0.00049444973655213514 0.00014930683115779231 0.0037264215535836192 -4.5629228019932528e-06 0.0001605620900027592 0.00038748097475276797 0.00047107462324810307 0.00036125655297987702 -0.001665959112773734 0.00033786517943276055 -2.9937836706881146e-06 0.00047998813190005656 3.5265465633352688e-06 -4.6117952901339194e-05 0.0002572064785702358 -0.00021239752335133045 -8.8411436188676166e-05 0.0003787405742787672 -8.0859547526906876e-05 -0.00040002427546322272 4.213790026321711e-05
leaf_weight=212 47 54 102 46 85 74 63 66 72 47 52 1480 46 46 325 81 113 289 50 62 47 268
leaf_count=212 47 54 102 46 85 74 63 66 72 47 52 1480 46 46 325 81 113 289 50 62 47 268
internal_value=0 -0.000525441 4.54898e-05 0.000200565 0.00129931 -0.000109376 -3.89929e-06 -1.35969e-05 -4.36812e-05 -0.000202333 0.00010558 -1.4542e-06 2.54406e-06 0.000250656 5.11232e-05 1.23812e-05 -1.83618e-05 -2.43043e-05 -3.18967e-05 0.00011701 -6.50963e-05 -3.05957e-05
internal_weight=0 175 3552 862 131 128 2690 2627 2103 438 524 1665 731 92 458 406 1593 391 639 112 527 480
internal_count=3727 175 3552 862 131 128 2690 2627 2103 438 524 1665 731 92 458 406 1593 391 639 112 527 480
is_linear=0
shrinkage=0.0995203


Tree=9340
num_leaves=27
num_cat=0
split_feature=19 5 17 3 26 8 17 17 8 2 26 8 9 0 8 0 26 9 9 26 17 26 5 27 0 22
split_gain=0.00140437 0.000874128 0.00122511 0.00196404 0.00182137 0.000995723 0.000973241 0.000866661 0.00103801 0.000753814 0.00119053 0.000846749 0.00251927 0.00271825 0.00128755 0.00103234 0.000967384 0.000752091 0.000658686 0.000647571 0.000591984 0.000898002 0.000737999 0.00055229 0.000482312 0.000363023
threshold=0.14107000000000006 -0.034484999999999995 -0.00265 0.087625000000000022 0.085635000000000031 -0.083294999999999994 -0.0077549999999999997 0.51292000000000015 -0.07743499999999999 -0.078289999999999985 0.11444500000000003 -0.052214999999999998 0.11296000000000002 -0.094389999999999988 -0.065919999999999992 -0.11896 0.11861500000000001 0.092605000000000021 -0.089649999999999994 0.10264000000000002 -0.0050499999999999998 0.089795000000000028 -0.088174999999999989 0.08988500000000002 -0.080074999999999993 0.083450000000000024
decision_type=2 2 2 2 2 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 -4 -5 18 8 -7 10 17 14 13 15 16 -13 19 20 -3 -11 21 -1 -22 25 -19 -20
right_child=-2 2 3 5 -6 7 -8 -9 -10 11 -12 12 -14 -15 -16 -17 -18 24 23 -21 22 -23 -24 -25 -26 -27
leaf_value=-0.00013585809147097298 0.00055965741696340366 0.00030411636964080316 0.00090446704233568937 -0.00021127325535426285 0.00014480018321595841 0.00064766834531365159 -0.00035435513800397272 -0.00014909442517371975 8.3820956779191513e-05 3.7241420504485797e-05 -0.00050613693503150428 -3.0024274560689796e-05 -0.0007311778658517016 0.00063145613953019335 0.00054893166864456149 -0.00056487222760887002 0.00045797609883650487 -2.4772842646838221e-05 1.4568736614120623e-05 -0.00033721209691786028 3.6673606708789741e-05 -0.00064787808714745121 -0.0002906498800254596 -0.00031070723915561579 0.00034385438712874046 0.00022352373488241671
leaf_weight=138 47 84 65 90 66 57 67 52 84 443 71 178 54 56 55 46 50 76 1325 51 253 48 92 49 60 89
leaf_count=138 47 84 65 90 66 57 67 52 84 443 71 178 54 56 55 46 50 76 1325 51 253 48 92 49 60 89
internal_value=0 1.16086e-05 5.5696e-05 0.00020859 0.000527983 5.78514e-05 1.59706e-05 0.000187592 0.000317565 -4.1408e-05 -0.000116711 1.72787e-05 -0.00010859 8.5566e-06 8.88294e-05 -0.000143514 4.08069e-05 -7.40301e-05 3.25384e-05 0 -0.000128299 -0.000272394 -4.82399e-05 1.63859e-05 0.000131838 2.82997e-05
internal_weight=0 3699 2028 414 131 283 1614 193 141 1671 738 933 334 280 599 224 544 667 1547 494 531 186 345 1463 136 1414
internal_count=3746 3699 2028 414 131 283 1614 193 141 1671 738 933 334 280 599 224 544 667 1547 494 531 186 345 1463 136 1414
is_linear=0
shrinkage=0.0995203


Tree=9341
num_leaves=24
num_cat=0
split_feature=19 18 2 2 2 2 2 17 1 2 10 4 18 27 3 26 3 0 3 18 17 3 0
split_gain=0.00113858 0.00104527 0.00183786 0.00262924 0.000703783 0.0016061 0.00174947 0.00121528 0.00159919 0.001179 0.000750106 0.00106864 0.000741932 0.00064413 0.000729126 0.000537003 0.000446489 0.00082537 0.000476141 0.00103725 0.000662384 0.000181 0.000308398
threshold=0.14107000000000006 0.022040000000000008 -0.082954999999999987 -0.086254999999999984 -0.082954999999999987 -0.082139999999999991 -0.081734999999999988 0.0084900000000000028 -0.0084199999999999987 -0.086934999999999998 0.09056500000000002 0.10606500000000003 -0.037059999999999989 -0.032854999999999995 0.15108000000000005 0.091195000000000012 0.11769000000000002 -0.050494999999999991 0.10871500000000002 0.19545000000000004 -0.089699999999999988 0.09697500000000002 -0.09466999999999999
decision_type=2 2 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 21 7 12 -7 10 9 -9 11 15 -6 -8 -15 -1 18 -18 19 20 -4 22 -3
right_child=-2 2 16 -5 5 6 13 8 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=3.2958941945678065e-05 0.00050396032325554236 -0.00024102321758699189 -0.00039941013870449738 -0.0010114821804866672 -8.0238156964929051e-05 0.0006240332021963395 0.00031482262001183037 0.00028801563159297456 -7.2876581149447885e-05 0.00095562002174823734 0.00038221066291787686 -0.00040795158184396861 -0.0006370295473728814 9.6303037510219675e-06 -0.00030172094526694995 0.00030655967650012575 0.00039673364468120921 -9.754435172661604e-05 -0.00030369121489237308 0.00043317646349525554 -1.7983243090758247e-05 -0.00030003166199763149 0.0001070441134415042
leaf_weight=757 47 47 50 46 49 47 64 73 58 46 66 51 54 1264 79 80 69 61 63 47 528 49 51
leaf_count=757 47 47 50 46 49 47 64 73 58 46 66 51 54 1264 79 80 69 61 63 47 528 49 51
internal_value=0 1.04313e-05 -7.55381e-05 -0.000351903 4.30703e-05 0 2.65706e-05 0.00010282 0.000343259 0.000552961 5.73519e-05 3.22851e-05 -0.000380096 6.03084e-06 -8.07494e-06 6.00876e-05 -9.33144e-06 0.000158506 -4.22348e-05 -1.45702e-05 -5.2395e-05 -0.000139935 -5.15328e-05
internal_weight=0 3699 1011 193 2688 1557 1454 1131 177 119 954 888 103 1407 1343 837 818 130 688 625 578 147 98
internal_count=3746 3699 1011 193 2688 1557 1454 1131 177 119 954 888 103 1407 1343 837 818 130 688 625 578 147 98
is_linear=0
shrinkage=0.0995203


Tree=9342
num_leaves=23
num_cat=0
split_feature=19 5 6 1 1 5 5 8 2 6 5 0 6 8 1 8 19 6 3 38 5 0
split_gain=0.000923174 0.000590466 0.000982313 0.000792132 0.0013229 0.000750259 0.000633977 0.00142038 0.00183651 0.00228286 0.000821297 0.000564687 0.00137048 0.000924754 0.00126084 0.000631207 0.000608168 0.000488968 0.000487262 0.00047023 0.000422085 0.000285112
threshold=0.14107000000000006 -0.034484999999999995 0.18123500000000006 -0.081594999999999987 -0.082489999999999994 -0.041054999999999994 -0.013944999999999999 -0.086304999999999993 -0.082954999999999987 0.086275000000000032 -0.023589999999999996 -0.077945 0.11816500000000002 -0.081415000000000001 -0.083284999999999984 -0.086844999999999992 0.0069650000000000016 0.099330000000000016 0.10057000000000002 -0.07453499999999999 -0.056974999999999998 -0.081909999999999997
decision_type=2 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 21 17 7 -3 9 -9 -10 13 16 15 -15 -8 -13 19 -19 -5 -21 -1
right_child=-2 2 -4 5 -6 -7 11 8 10 -11 -12 12 -14 14 -16 -17 -18 18 -20 20 -22 -23
leaf_value=-0.00018462910335578941 0.00045380610368240827 -0.00022640273322999143 0.00049175915406437576 0.00027859355955977205 -0.00069581703326009525 -0.00039781833144432525 9.3111023675212964e-05 0.0008751150419190702 0.0002563791785876162 1.7421903029833108e-05 -0.00032677945417194086 2.7258912344250667e-05 -0.00047522362369433472 -3.4140361487113689e-05 0.00033172879677373579 -0.00012283826683580709 -0.00023850654006575875 0.00040434367745580412 8.9347611406273148e-06 -1.4335205613657332e-05 -0.000270616664549572 0.00012132333395734061
leaf_weight=76 47 67 48 51 46 48 253 78 46 54 49 604 69 152 227 282 99 57 77 1201 68 47
leaf_count=76 47 67 48 51 46 48 253 78 46 54 49 604 69 152 227 282 99 57 77 1201 68 47
internal_value=0 9.34909e-06 4.56154e-05 -3.41755e-05 -0.000238682 -1.06201e-05 3.43864e-05 0.000169429 0.000289866 0.000530442 -3.57908e-05 1.03525e-05 -5.17335e-05 6.36884e-05 0.000182835 -1.91863e-05 -9.00306e-06 1.59927e-06 0.00018324 -1.62199e-05 -2.87133e-05 -6.1065e-05
internal_weight=0 3699 2028 1671 169 1502 1980 294 227 132 95 1686 772 914 379 535 703 1454 134 1320 1269 123
internal_count=3746 3699 2028 1671 169 1502 1980 294 227 132 95 1686 772 914 379 535 703 1454 134 1320 1269 123
is_linear=0
shrinkage=0.0995203


Tree=9343
num_leaves=26
num_cat=0
split_feature=22 18 9 20 0 5 5 1 1 19 4 4 9 4 0 18 20 20 3 4 1 1 4 20 3
split_gain=0.00080616 0.000745869 0.000763778 0.000555661 0.00089102 0.00195585 0.0012851 0.00123169 0.00059725 0.000641733 0.000538324 0.00127199 0.000842254 0.000686879 0.000476681 0.001575 0.000453664 0.00149547 0.000732128 0.00120526 0.000410767 0.000664818 0.000622583 0.000387026 0.000237179
threshold=0.12975500000000004 -0.0032949999999999998 0.11007500000000002 -0.083135000000000001 -0.085754999999999984 -0.012164999999999999 0.26676500000000009 -0.011155 0.070450000000000026 0.11249500000000003 0.11860000000000002 0.12665500000000005 -0.063329999999999984 0.14646500000000004 -0.057604999999999996 0.022040000000000008 -0.071149999999999991 -0.076909999999999992 0.11523000000000001 0.10353000000000002 -0.082849999999999993 -0.080085000000000003 0.087155000000000024 -0.080324999999999994 0.12274500000000002
decision_type=2 2 2 2 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 4 7 -6 -7 -1 9 20 16 -12 13 -13 15 -4 17 23 19 -18 22 -22 -5 -3 -20
right_child=-2 2 14 8 5 6 -8 -9 -10 -11 11 12 -14 -15 -16 -17 18 -19 24 -21 21 -23 -24 -25 -26
leaf_value=0.0002763021604053024 0.00036132765987412967 -1.0349989701792573e-05 0.00058319083937065504 0.00013196064054391744 0.00069851147500480108 -0.00017149990942095147 0.00044189328417998126 -0.00044798791828822015 -0.00027838413912472125 0.00035511295827763735 0.00054892486225053031 0.00032772724894139532 -0.0003001161200387474 -0.00015488965734912274 -4.6712584726372447e-05 -9.329334518310503e-05 -0.00012957073489357375 0.00049177430375372589 -0.00056129889997680554 0.00026190849858941009 -0.00036852426540015119 1.2637251706044138e-08 -0.00010413118327734536 -0.00024838292368581762 -0.00020130681702998845
leaf_weight=46 65 306 70 529 75 86 55 46 60 62 46 71 73 47 77 63 808 54 46 85 52 652 136 90 46
leaf_count=46 65 306 70 529 75 86 55 46 60 62 46 71 73 47 77 63 808 54 46 85 52 652 136 90 46
internal_value=0 7.27496e-06 -3.62659e-05 5.32797e-05 0.000175474 0.000286776 6.19611e-05 -7.69448e-05 2.74887e-05 4.08856e-05 -5.90807e-05 7.81109e-05 -3.0993e-05 0.000128561 0.000141485 0.000256596 -8.23093e-05 0 -0.000120131 -9.13911e-05 2.60567e-05 -2.6046e-05 8.24462e-05 -6.65156e-05 -0.000390201
internal_weight=0 3681 1882 1799 308 216 141 92 1491 1431 1672 237 191 118 210 133 1435 450 985 893 1369 704 665 396 92
internal_count=3746 3681 1882 1799 308 216 141 92 1491 1431 1672 237 191 118 210 133 1435 450 985 893 1369 704 665 396 92
is_linear=0
shrinkage=0.0995203


Tree=9344
num_leaves=22
num_cat=0
split_feature=20 20 20 18 20 19 2 2 3 3 17 4 1 17 3 17 3 18 17 9 18
split_gain=0.0229149 0.00671664 0.0388895 0.0512659 0.00124942 0.000861763 0.000675661 0.00138971 0.000984978 0.00202348 0.000678728 0.00127211 0.00109832 0.000617763 0.000902858 0.00221925 0.00149259 0.000843411 0.000711066 0.000572381 0.000415915
threshold=-0.41270499999999993 -0.080869999999999984 -0.08231999999999999 -1.0000000180025095e-35 0.2959750000000001 0.13872000000000004 -0.086254999999999984 -0.087614999999999985 0.088115000000000013 0.08544000000000003 -0.072659999999999988 0.09939000000000002 0.18123500000000006 -0.088525000000000006 0.084855000000000028 -0.14488499999999999 0.086335000000000023 -0.097709999999999991 -0.031185000000000001 0.088825000000000029 -0.018864999999999996
decision_type=2 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 7 19 9 -8 11 -10 -12 14 15 -3 -16 -15 -19 -2 -21
right_child=1 4 3 -5 -6 -7 8 -9 10 -11 12 -13 -14 17 16 -17 -18 18 -20 20 -22
leaf_value=0.0022813098873516843 -0.00015922380989968362 0.00016911123695168191 0.00020222703863237153 0.0046018397369337388 0.00051355829809841586 0.00039769529255805948 9.3414608859883217e-05 0.00062019285960574605 -0.00042353669012498571 -0.00080860325034933119 0.00041456768855286893 0.00022555823694474662 -0.00016313171438877094 0.00030858085784548375 0.00062735958354369586 -0.00067355207873543159 6.4666348531891533e-05 -0.00017700875845782168 -2.3202743928121226e-05 0.00036086813523713033 -1.9254622361923945e-05
leaf_weight=47 84 72 62 46 47 52 50 51 66 46 86 53 50 66 51 53 641 368 1661 60 47
leaf_count=47 84 72 62 46 47 52 50 51 66 46 86 53 50 66 51 53 641 368 1661 60 47
internal_value=0 6.92082e-05 0.000346671 0.00208372 4.33951e-06 -3.45896e-06 2.89307e-05 0.000157783 -5.75756e-05 -0.000330275 4.18775e-05 -0.000127565 0.000196159 -1.09036e-05 6.21088e-05 -0.000181629 0.00010732 -3.97674e-05 -5.1502e-05 3.00266e-05 0.000186248
internal_weight=0 3712 701 108 3011 2964 593 242 351 96 255 119 136 2912 817 125 692 2095 2029 191 107
internal_count=3759 3712 701 108 3011 2964 593 242 351 96 255 119 136 2912 817 125 692 2095 2029 191 107
is_linear=0
shrinkage=0.0995203


Tree=9345
num_leaves=14
num_cat=0
split_feature=20 20 20 20 20 19 28 18 17 26 20 20 20
split_gain=0.0185777 0.00546786 0.0264241 0.00602029 0.00102065 0.000706443 0.000634986 0.00055103 0.00154005 0.000707162 0.000548344 0.000459868 0.000392485
threshold=-0.41270499999999993 -0.080384999999999998 -0.081114999999999993 -0.08231999999999999 0.2959750000000001 0.13872000000000004 0.083225000000000021 -0.086894999999999986 -0.0046399999999999992 0.15222000000000005 -0.083404999999999993 -0.085504999999999984 -0.091229999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 5 6 7 8 -3 -9 11 12 -2
right_child=1 4 -4 -5 -6 -7 -8 9 -10 -11 -12 -13 -14
leaf_value=0.0020542735208098338 6.8870862981085772e-05 2.0331638724344966e-05 0.0025152474596771284 0.00089697350486164903 0.0004624488990010816 0.00035811663422691021 -0.00035662933578302364 -4.0074076765339863e-05 0.00052117468315409721 0.00025675868290628469 -0.00023754764859540493 0.00026703768348884183 -0.00015905817190517226
leaf_weight=47 340 550 50 91 47 52 52 2126 69 82 68 90 95
leaf_count=47 340 550 50 91 47 52 52 2126 69 82 68 90 95
internal_value=0 6.24084e-05 0.00030571 0.000142998 2.16586e-06 -4.93571e-06 -1.17774e-05 -5.14464e-06 7.74832e-05 -2.86796e-05 2.59141e-05 6.1598e-05 1.72113e-05
internal_weight=0 3712 734 684 2978 2931 2879 2827 619 2208 593 525 435
internal_count=3759 3712 734 684 2978 2931 2879 2827 619 2208 593 525 435
is_linear=0
shrinkage=0.0995203


Tree=9346
num_leaves=27
num_cat=0
split_feature=6 1 1 8 8 6 0 26 2 18 18 17 2 1 17 8 20 17 17 18 3 3 3 4 17 17
split_gain=0.0161211 0.00521268 0.0635299 0.00093478 0.000854551 0.000723569 0.00234599 0.000956234 0.0013549 0.000650351 0.00193477 0.000935277 0.000722326 0.000605453 0.000765136 0.000562668 0.0024655 0.000623667 0.00115826 0.00101818 0.000594246 0.000435343 0.000451927 0.00105545 0.000779088 0.000390949
threshold=0.23153500000000005 0.064860000000000015 0.078505000000000019 0.11023500000000003 -0.08731499999999999 0.10681500000000003 -0.080674999999999983 0.096980000000000025 -0.073884999999999992 -0.015440000000000001 -0.010029999999999999 -0.010239999999999999 -0.08569499999999998 -0.0084199999999999987 0.0031350000000000006 -0.08569499999999998 -0.0070099999999999997 -0.0064000000000000003 -0.012754999999999999 -0.086894999999999986 0.087625000000000022 0.15361500000000003 0.093835000000000016 0.10423500000000002 0.23832000000000006 -0.012754999999999999
decision_type=2 2 2 2 2 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 21 9 15 -7 8 -8 11 -11 12 -1 25 -15 16 20 18 -17 -19 -6 22 23 -4 -24 -12
right_child=-2 2 3 -5 5 6 7 -9 -10 10 13 -13 -14 14 -16 17 -18 19 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=0.00014627742702549097 0.0016975885912983058 0.0035120119108717207 -0.00051183883136652329 0.00040080650227249028 0.00016172285613614656 -0.00068204028408055126 -9.0375850941265694e-05 -0.00021497912576459212 0.0005992483114988826 -0.00076892367731920454 7.6853043414090605e-05 0.00041611627385620482 -0.00034390115425516141 -0.00049612136433250088 0 1.9928689322277833e-05 0.00078921245903141939 0.00052090214834568833 -0.00032102420266704715 7.0484845963242462e-05 -0.00031134275382837292 -0.00028420823750033818 8.7392307268860125e-06 4.9730675126157629e-05 0.00042778253938522087 -0.00011666961418825421
leaf_weight=61 60 56 50 58 58 59 58 85 52 46 176 54 56 72 50 1126 52 56 108 528 47 55 351 92 51 242
leaf_count=61 60 56 50 58 58 59 58 85 52 46 176 54 56 72 50 1126 52 56 108 528 47 55 351 92 51 242
internal_value=0 5.24514e-05 0.00029424 1.87239e-05 -5.00892e-06 2.57277e-05 -0.000131548 3.08136e-05 0.000228186 -9.65948e-05 -0.000146887 7.09634e-05 -8.13412e-05 -9.23824e-05 -0.000288349 4.6369e-05 0.000227936 3.02389e-05 -9.24822e-06 0.000115077 -4.22339e-05 -1.69058e-05 8.61449e-06 -0.00014224 6.39379e-05 -3.3228e-05
internal_weight=0 3699 713 657 2986 2229 254 195 110 757 586 171 117 540 122 1975 157 1818 1234 584 105 599 544 142 402 418
internal_count=3759 3699 713 657 2986 2229 254 195 110 757 586 171 117 540 122 1975 157 1818 1234 584 105 599 544 142 402 418
is_linear=0
shrinkage=0.0995203


Tree=9347
num_leaves=20
num_cat=0
split_feature=21 20 20 5 12 5 21 17 17 9 20 5 20 21 9 20 9 20 5
split_gain=0.0143708 0.00381497 0.0283041 0.0443195 0.000949126 0.00112505 0.00121111 0.000793013 0.00196338 0.00142794 0.00126861 0.00137311 0.000753467 0.000570508 0.00075928 0.000453931 0.00041128 0.000734241 0.000573113
threshold=-0.10962999999999999 -0.080869999999999984 -0.08231999999999999 -0.055004999999999991 0.092405000000000029 -0.0096449999999999991 -0.082669999999999993 -0.0088649999999999996 -0.012754999999999999 0.08486500000000001 -0.077649999999999983 -0.015214999999999999 -0.25378999999999996 0.13765500000000006 0.098720000000000016 -0.083404999999999993 0.083925000000000013 -0.08588999999999998 -0.014374999999999999
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 -4 5 7 -7 8 9 -3 -9 -12 -2 14 -8 16 18 -18 -14
right_child=1 4 3 -5 -6 6 13 10 -10 -11 11 -13 15 -15 -16 -17 17 -19 -20
leaf_value=0.0014739394574674498 -0.00040394992272131235 -0.00031453881741570045 0.0040752612181414764 0 0.00041634823369411981 0.00052124513295151605 5.3177741446330828e-05 -0.0004227117132834014 -0.00079690175906415586 5.5659929732829187e-05 -2.1570123303816737e-05 0.00049230593277252888 -0.0002339908771628013 0.00032497187245661879 -0.00018478519113443955 -0.00022355790133902549 2.6307474988390705e-05 0.0003893944577095352 0.00011531664509371252
leaf_weight=71 46 183 46 62 52 54 973 74 46 230 1107 54 96 65 153 68 215 77 87
leaf_count=71 46 183 46 62 52 54 973 74 46 230 1107 54 96 65 153 68 215 77 87
internal_value=0 4.39249e-05 0.000253625 0.00173473 -4.66833e-06 -1.2396e-05 5.90834e-05 -6.54128e-05 -0.000177378 -0.000106393 -2.31371e-05 1.626e-06 -1.65639e-05 3.74416e-05 2.01165e-05 1.47458e-05 5.05843e-05 0.000124857 -6.34533e-05
internal_weight=0 3688 697 108 2991 2939 1245 1694 459 413 1235 1161 589 1191 1126 543 475 292 183
internal_count=3759 3688 697 108 2991 2939 1245 1694 459 413 1235 1161 589 1191 1126 543 475 292 183
is_linear=0
shrinkage=0.0995203


Tree=9348
num_leaves=24
num_cat=0
split_feature=21 0 2 6 2 5 20 1 20 8 1 21 21 3 20 3 1 5 20 6 5 6 3
split_gain=0.00283934 0.00847751 0.00111784 0.000972506 0.00149534 0.00143336 0.000827744 0.000926044 0.00192898 0.000798202 0.00120446 0.000797105 0.000818597 0.000589543 0.000495145 0.000489676 0.000590831 0.000453923 0.000437872 0.000397204 0.00233055 0.000624625 0.000317965
threshold=-0.082669999999999993 -0.080324999999999994 0.10003000000000002 -0.46885499999999997 0.12875500000000004 0.23074000000000006 -0.073489999999999986 0.064860000000000015 -0.08231999999999999 -0.086404999999999996 -0.0090649999999999984 -0.014264999999999998 0.083545000000000022 0.11578500000000001 -0.014534999999999999 0.13345500000000002 0.066150000000000028 0.51797000000000015 -0.065249999999999989 0.11816500000000002 0.057175000000000011 0.092405000000000029 0.090135000000000021
decision_type=2 2 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 6 -4 5 -5 7 9 -9 10 -2 -11 -13 -6 22 -15 -17 18 -8 21 -21 -20 -1
right_child=2 -3 3 4 13 -7 17 8 -10 11 -12 12 -14 15 -16 16 -18 -19 19 20 -22 -23 -24
leaf_value=-2.3123669591612592e-06 3.7037645665130102e-06 -0.0015895087100846197 0.00056141368732498932 6.6635272285872589e-05 -0.00029707454773502783 0.00077032407938397809 0.00024604486338574371 6.5046378801481177e-05 -0.00068827811053415091 0.00027809127691598662 -0.00056118072495491499 -0.00038448531043175219 -1.6650937655621531e-05 0.00028731290654887678 9.3332912857096805e-05 0.0001255134623432029 -0.00032757670708985693 -0.00023778969705998736 -2.8987045924660039e-05 -0.00064905289243521503 0.00028301059639175704 0.00010541528829880901 -0.00034025803847380392
leaf_weight=50 68 46 47 74 76 50 69 56 78 74 76 71 422 53 81 60 52 83 1519 55 50 442 79
leaf_count=50 68 46 47 74 76 50 69 56 78 74 76 71 422 53 81 60 52 83 1519 55 50 442 79
internal_value=0 -0.000364735 -2.08621e-05 0.000132567 7.5103e-05 0.000356983 -4.17669e-05 -0.000125666 -0.000367347 -7.89653e-05 -0.000288745 -2.42441e-05 -7.12856e-05 -6.65338e-05 -9.25526e-05 3.46934e-05 -7.75407e-05 -9.43462e-06 -1.73676e-07 -8.79309e-06 -0.000197417 8.89144e-07 -0.000215617
internal_weight=0 256 3475 412 365 124 3063 845 134 711 144 567 493 241 210 165 112 2218 2135 2066 105 1961 129
internal_count=3731 256 3475 412 365 124 3063 845 134 711 144 567 493 241 210 165 112 2218 2135 2066 105 1961 129
is_linear=0
shrinkage=0.0995203


Tree=9349
num_leaves=23
num_cat=0
split_feature=19 6 2 6 4 1 1 5 17 3 5 2 18 17 8 6 18 19 3 17 1 17
split_gain=0.00804285 0.00119964 0.000774166 0.000828592 0.000910391 0.00127423 0.000998182 0.000715969 0.00130029 0.000763675 0.000614067 0.00107981 0.00115915 0.000892809 0.00292746 0.000811546 0.000552525 0.000854666 0.000511607 0.000492614 0.000314796 0.00030788
threshold=0.14071500000000006 0.23663500000000004 0.097745000000000012 -0.46885499999999997 0.11374000000000002 0.10637500000000003 0.41379000000000005 -0.093384999999999982 -0.0017249999999999998 0.086605000000000029 -0.042209999999999991 -0.080914999999999987 0.092750000000000013 0.26430000000000003 -0.077604999999999993 0.089610000000000009 0.093865000000000018 0.10345000000000003 0.10871500000000002 0.033280000000000011 0.0022300000000000006 -0.0069749999999999994
decision_type=2 2 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 18 21 8 9 -1 11 15 -13 19 -15 -9 20 -18 -5 -12 -10 -6
right_child=-2 -3 3 4 6 -7 -8 10 16 -11 13 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.00010237341490003461 -0.0013483338500408192 -0.0004898126417699144 0.00050554174787133634 0.00016175861709085229 -0.00013808198889542206 0.00056133746608811772 -0.00051201125769184826 8.0977678866565949e-06 0.00021595182236819999 -0.00064407997617486814 -3.1308751177100596e-05 0.00041211306809285663 3.9735465594336345e-05 -0.00064812411646267428 0.00022413395155889909 -0.0004418728003374647 -0.00059018278721261093 0 -0.00022165770067490465 0.00016045361823824225 -4.544921347471944e-05 0.00018716379348619034
leaf_weight=48 46 54 47 103 52 65 46 192 50 68 1585 142 212 87 66 49 46 49 51 144 467 62
leaf_count=48 46 54 47 103 52 65 46 192 50 68 1585 142 212 87 66 49 46 49 51 144 467 62
internal_value=0 -2.36565e-05 -1.64984e-05 0.000109097 5.77738e-05 0.000191066 -0.000119554 -3.34477e-05 -0.00012029 -0.000426983 -7.59393e-06 8.01103e-05 0.00019142 -3.57569e-05 -0.000266505 -7.99933e-05 -6.08208e-05 -0.000282054 2.94673e-05 -1.48643e-05 -1.85852e-05 3.16251e-05
internal_weight=0 3685 3631 426 379 219 160 3205 728 116 2477 595 354 1882 153 241 612 95 154 1729 517 114
internal_count=3731 3685 3631 426 379 219 160 3205 728 116 2477 595 354 1882 153 241 612 95 154 1729 517 114
is_linear=0
shrinkage=0.0995203


Tree=9350
num_leaves=17
num_cat=0
split_feature=19 20 31 20 20 0 8 1 21 17 9 1 1 9 26 3
split_gain=0.00652116 0.0011439 0.000624661 0.000542808 0.000812447 0.000792002 0.000697246 0.00080033 0.00110485 0.000645697 0.000643928 0.000594 0.00154242 0.000403299 0.00259111 0.00224109
threshold=0.14071500000000006 -0.41270499999999993 0.095410000000000009 -0.049534999999999996 -0.010035000000000001 -0.117355 -0.067719999999999989 -0.0088199999999999997 -0.015149999999999999 0.0053950000000000014 0.091405000000000028 0.10924000000000002 0.056790000000000014 0.11351500000000002 0.11861500000000001 0.17152000000000003
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 9 -9 -3 -7 12 -8 15 -15 -6
right_child=-2 2 -4 4 13 10 11 8 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=-0.00050446541569673707 -0.0012141474685116937 -7.2101221522592892e-05 0.00034877996272449058 0.00053821229368611692 -1.3512651349832347e-05 -0.00012122972251418652 -5.2698080667006718e-06 0.00011383447329321841 -0.00029177121116510734 0.0003402126102369635 0.00035226265491568418 -0.00023738188669894316 0.00058662893449630874 0.00013854183068948248 -0.00075752308678345343 0.00067420771313948346
leaf_weight=48 46 206 46 53 2095 69 321 78 367 46 47 73 50 89 49 48
leaf_count=48 46 206 46 53 2095 69 321 78 367 46 47 73 50 89 49 48
internal_value=0 -2.12927e-05 -1.46908e-05 -1.95748e-05 6.523e-06 0.000217259 -7.63304e-05 -0.000138573 -0.000218837 0 6.35593e-05 1.95354e-05 7.22944e-05 -8.73162e-06 -0.000173694 1.50927e-06
internal_weight=0 3685 3637 3591 2450 169 1141 697 445 252 116 444 371 2281 138 2143
internal_count=3731 3685 3637 3591 2450 169 1141 697 445 252 116 444 371 2281 138 2143
is_linear=0
shrinkage=0.0995203


Tree=9351
num_leaves=19
num_cat=0
split_feature=19 20 20 18 5 0 18 1 21 8 3 0 8 1 5 0 5 4
split_gain=0.0053171 0.00093078 0.000531262 0.000651969 0.000722631 0.00162015 0.000687355 0.000627613 0.000878602 0.00098958 0.0017209 0.000704583 0.000553446 0.000496228 0.000430099 0.0014758 0.00090941 0.000652918
threshold=0.14023500000000003 -0.41270499999999993 -0.071559999999999999 -0.1394 0.2686150000000001 -0.050494999999999991 -0.11533 -0.007069999999999999 -0.080634999999999998 -0.086844999999999992 0.10393500000000001 -0.071340000000000001 -0.51030999999999993 -0.50763499999999995 -0.017704999999999995 -0.085754999999999984 -0.012464999999999999 0.10845500000000002
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 -4 -6 -5 14 -9 10 -10 -11 -8 -14 15 -3 -16 -18
right_child=-2 2 3 6 5 -7 12 8 9 11 -12 -13 13 -15 16 -17 17 -19
leaf_value=-0.00045426082670811413 -0.0010420996721627654 -0.00017313241950793839 -5.126640204938175e-05 -0.00037474063227742115 -2.1476565073105934e-05 0.00075676914639981818 0.00027935187378161987 0.00025841113135176925 -0.0007298609421663968 -2.7090299477001642e-05 2.6835188822707751e-05 -0.00035335895034562719 -0.00026176461441755264 5.3097562480616649e-06 -0.00042812876386071709 0.00052969399075901359 8.8813239426269912e-05 -0.00031469589928733837
leaf_weight=48 51 57 63 48 50 52 71 47 75 294 46 87 71 2266 52 59 247 47
leaf_count=48 51 57 63 48 50 52 71 47 75 294 46 87 71 2266 52 59 247 47
internal_value=0 -1.84018e-05 -1.24162e-05 1.09516e-05 0.000202492 0.000367251 -1.5832e-06 -7.38065e-05 -0.000145841 -0.00018532 -0.000435426 -0.000103741 5.5152e-06 -2.4539e-06 1.00208e-05 0.000177283 -4.36895e-05 2.15222e-05
internal_weight=0 3680 3632 2621 165 102 2456 1011 549 502 121 381 2408 2337 462 116 346 294
internal_count=3731 3680 3632 2621 165 102 2456 1011 549 502 121 381 2408 2337 462 116 346 294
is_linear=0
shrinkage=0.0995203


Tree=9352
num_leaves=20
num_cat=0
split_feature=19 1 20 20 5 3 3 20 3 18 2 2 18 2 18 17 1 5 20
split_gain=0.0243254 0.00981172 0.00351658 0.0103193 0.0157632 0.000887527 0.000787427 0.000745735 0.000516621 0.000491433 0.000442917 0.00165113 0.000864588 0.00169494 0.000654087 0.000421193 0.00026785 0.000660935 0.000372641
threshold=0.14107000000000006 -0.55579999999999996 -0.080214999999999995 -0.08237499999999999 -0.088935 0.084795000000000023 0.084380000000000024 -0.23803499999999997 0.083955000000000016 -0.011569999999999999 -0.082704999999999987 -0.082025000000000001 0.090795000000000028 -0.083344999999999989 0.090795000000000028 -0.085715 -0.0051399999999999996 -0.025879999999999997 -0.094259999999999997
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 -5 6 8 -3 9 -4 12 -12 13 -7 -13 -6 17 -9 -18
right_child=-2 2 5 4 15 10 -8 16 -10 -11 11 14 -14 -15 -16 -17 18 -19 -20
leaf_value=-0.0014460573230848151 0.0022415800627989999 -0.00031447099725381698 0.00030371675435161589 -0.0024792585984171191 -0.00047460382258288135 3.9528692419150213e-05 0.00040368830669339722 -0.00032398762220887776 -0.00016574771358646181 3.6980059653012336e-05 -0.0005052681585657892 -6.3274113793309903e-05 -0.00025886003669392169 0.00065651923462720779 7.8196761798732638e-05 -6.2657892352002275e-05 -3.5889972079072633e-05 1.8921085141721175e-05 0.00023811717941905368
leaf_weight=50 46 86 104 47 59 604 87 70 73 226 74 1155 80 48 446 51 94 255 94
leaf_count=50 46 86 104 47 59 604 87 70 73 226 74 1155 80 48 446 51 94 255 94
internal_value=0 -6.08974e-05 -4.1714e-05 -0.000232894 -0.000951336 7.8936e-06 0.000130171 -4.32211e-05 6.90929e-05 0.000123523 -1.66588e-05 -4.51318e-05 4.73763e-05 8.62069e-05 -2.33524e-05 -0.000291053 6.55886e-07 -5.24174e-05 9.67592e-05
internal_weight=0 3703 3653 756 157 2897 490 599 403 330 2407 1675 732 652 1601 110 513 325 188
internal_count=3749 3703 3653 756 157 2897 490 599 403 330 2407 1675 732 652 1601 110 513 325 188
is_linear=0
shrinkage=0.0995203


Tree=9353
num_leaves=17
num_cat=0
split_feature=19 1 1 1 9 6 2 8 9 0 1 1 6 3 1 9
split_gain=0.0197259 0.00795478 0.00181229 0.0174229 0.000862906 0.000680881 0.00167247 0.00194576 0.000679162 0.000624749 0.000765525 0.00148681 0.000675828 0.000392765 0.000322626 0.000320912
threshold=0.14107000000000006 -0.55579999999999996 0.061835000000000008 0.070450000000000026 0.11201500000000002 0.11816500000000002 -0.073884999999999992 -0.073999999999999996 0.15091000000000004 -0.23058999999999999 -0.07002499999999999 -0.073104999999999989 0.11056500000000001 0.13547000000000003 0.22584000000000004 -0.063329999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 13 9 -7 -8 -6 -3 11 -11 -12 14 -5 -15
right_child=-2 2 3 4 8 6 7 -9 -10 10 12 -13 -14 15 -16 -17
leaf_value=-0.0013021454086458645 0.0020184976851029364 0.00033624684879230251 -0.0019156079386498858 -0.00017635279596950386 0.00049360946957513908 -0.00061915657419362314 0.00053286100603333988 -0.00029061662259082091 -2.3120151941728617e-05 3.2798789391695077e-05 -3.6829904208362613e-05 0.00057171838424448392 -0.00039894729281490402 -8.9298563204899003e-05 9.5676463697285217e-06 -0.00041229894434595431
leaf_weight=50 46 57 53 125 49 60 46 74 46 1354 1215 53 54 79 328 60
leaf_count=50 46 57 53 125 49 60 46 74 46 1354 1215 53 54 79 328 60
internal_value=0 -5.48809e-05 -3.7585e-05 -0.000176675 -4.133e-05 -1.97033e-06 -0.000189686 1.8228e-05 0.000234787 1.00934e-05 2.84026e-06 5.36811e-05 -5.28843e-05 -8.70221e-05 -3.99278e-05 -0.000234613
internal_weight=0 3703 3653 740 687 2913 180 120 95 2733 2676 1407 1269 592 453 139
internal_count=3749 3703 3653 740 687 2913 180 120 95 2733 2676 1407 1269 592 453 139
is_linear=0
shrinkage=0.0995203


Tree=9354
num_leaves=22
num_cat=0
split_feature=19 1 5 5 5 4 9 1 0 0 9 1 3 8 0 8 1 1 3 29 3
split_gain=0.0159966 0.00644892 0.00160981 0.00313811 0.0147265 0.000760258 0.0015263 0.00075836 0.000909238 0.00101002 0.000727327 0.000681385 0.000729887 0.000635225 0.000630492 0.00062133 0.000455654 0.000524008 0.000369351 0.000560693 0.000284619
threshold=0.14107000000000006 -0.55579999999999996 -0.094469999999999985 -0.1807 -0.15086999999999998 0.08544000000000003 0.084565000000000015 -0.076329999999999995 -0.1021 -0.097180000000000002 0.11201500000000002 -0.077774999999999997 0.084795000000000023 0.10068500000000002 -0.08269 -0.08176499999999999 0.0049450000000000015 -0.018369999999999997 0.12015500000000003 -0.046564999999999995 0.11404500000000002
decision_type=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 10 -5 6 -6 11 16 -10 18 12 15 -14 -11 -4 17 -9 20 -20 -3
right_child=-2 2 7 4 5 -7 -8 8 9 14 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=-0.0011725555816669486 0.001817616413992631 -4.5615527777348134e-05 8.1395130831687351e-05 -0.0020535045606806177 -0.00066952913403545546 0.00025002164490291407 -2.5847769432483522e-05 0.0002539229237344667 -0.00053698714154418214 2.7607595463307109e-05 0.00025613136444186226 0.00041967875775413975 -1.620684912302172e-05 0.00036310154753727784 -0.00011775900478185325 0.0004095178927865756 0.00035178620229384447 -0.00011465117143800642 8.7497435737883973e-05 -0.00029901368932374613 0.00019344482897842895
leaf_weight=50 46 320 193 46 50 46 146 66 46 485 80 51 875 46 727 87 70 88 49 124 58
leaf_count=50 46 320 193 46 50 46 146 66 46 485 80 51 875 46 727 87 70 88 49 124 58
internal_value=0 -4.94851e-05 -3.38891e-05 -0.000147865 -0.00042024 -0.000106402 -0.000194229 4.12291e-06 -4.37309e-05 -7.7045e-05 -2.225e-05 6.14217e-05 4.55268e-05 1.84915e-06 -5.89129e-05 0.000186271 0.000139708 3.79934e-05 -6.4154e-05 -0.000184808 -6.76861e-06
internal_weight=0 3703 3653 919 288 242 196 2734 1482 1258 631 1252 1201 921 1212 280 224 154 551 173 378
internal_count=3749 3703 3653 919 288 242 196 2734 1482 1258 631 1252 1201 921 1212 280 224 154 551 173 378
is_linear=0
shrinkage=0.0995203


Tree=9355
num_leaves=19
num_cat=0
split_feature=19 17 20 20 6 3 8 3 20 26 6 10 10 3 3 3 9 36
split_gain=0.0129863 0.00715813 0.00241534 0.00937181 0.0120624 0.000683615 0.000664049 0.00111723 0.00055861 0.000535492 0.00111063 0.000480602 0.000589114 0.000450947 0.000284222 0.000589172 0.000487735 0.000283266
threshold=0.14071500000000006 -0.57205499999999987 -0.080434999999999993 -0.08237499999999999 -0.092034999999999992 0.084795000000000023 -0.08176499999999999 0.083255000000000023 -0.23803499999999997 0.088115000000000013 0.087575000000000028 0.09056500000000002 0.086165000000000019 0.086465000000000028 0.10871500000000002 0.099950000000000025 0.088510000000000019 0.087755000000000014
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 9 17 -3 10 -4 12 13 -7 15 -10 -16 -8
right_child=-2 2 5 4 -6 11 7 -9 14 -11 -12 -13 -14 -15 16 -17 -18 -19
leaf_value=-0.0011722231819934459 0.0016022983976250937 -0.00024913566106321794 -1.1001816008359186e-05 -0.0021831353173618431 -0.00023040227433491348 -0.00013081881724060851 0.00024100358730643707 0.00069956896369423283 2.5677724215481823e-05 -0.00024903297553696295 0.00049754845108260269 0.00029623997453312613 -0.00034349106499841786 8.1562423483676341e-06 0.0004014571710679096 -0.00033788231974612543 -7.6458519991629462e-06 -4.0862373531407014e-05
leaf_weight=55 48 89 201 49 90 260 81 46 362 55 53 50 53 2041 48 50 63 55
leaf_count=55 48 89 201 49 90 260 81 46 362 55 53 50 53 2041 48 50 63 55
internal_value=0 -4.49783e-05 -2.77493e-05 -0.000186859 -0.000924666 1.32429e-05 0.000120361 0.000271726 -1.79471e-05 2.85587e-05 9.18901e-05 -8.29468e-06 -1.51109e-05 -7.19139e-06 1.98295e-05 -1.64567e-05 0.000161889 0.000120994
internal_weight=0 3701 3646 751 139 2895 491 182 612 309 254 2404 2354 2301 523 412 111 136
internal_count=3749 3701 3646 751 139 2895 491 182 612 309 254 2404 2354 2301 523 412 111 136
is_linear=0
shrinkage=0.0995203


Tree=9356
num_leaves=25
num_cat=0
split_feature=1 1 1 1 26 9 0 5 1 3 18 18 18 3 3 28 6 5 18 17 2 19 30 3
split_gain=0.013125 0.00227157 0.00299801 0.012357 0.000967637 0.0015976 0.00156918 0.00259808 0.000904706 0.000586611 0.00128228 0.00142702 0.00109701 0.000658778 0.000465303 0.000464536 0.000490708 0.00229541 0.00228012 0.000637333 0.00165474 0.00073835 0.000393151 0.000323976
threshold=-0.55579999999999996 -0.081224999999999992 -0.088909999999999989 -0.087944999999999995 0.088775000000000021 0.091750000000000012 -0.085794999999999996 -0.010764999999999999 -0.083284999999999984 0.085505000000000012 -0.13579499999999997 -0.099739999999999995 -0.060544999999999995 0.084735000000000019 0.082595000000000016 0.083225000000000021 0.11816500000000002 0.057175000000000011 -0.018629999999999997 0.50644500000000015 -0.073369999999999991 0.11804500000000002 0.11634000000000003 0.11404500000000002
decision_type=2 2 2 2 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 -6 13 -11 -12 -13 14 -2 16 19 18 -18 22 21 -21 23 -3
right_child=1 15 3 4 5 -7 -8 -9 -10 10 11 12 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0016380234706372769 0.00020633750709362302 -4.4002395811483195e-05 0.001853106364162136 0.0010647091643395919 0 0.00044216425232838084 -3.2628866681245346e-05 1.4663559229972628e-05 -0.00055259796224517454 -0.00046628912768304826 0.0004647828927317973 -0.00033318961978233359 4.5727792416380747e-05 0.00048266465713413703 -0.00013422799421928351 -0.0003182798302516466 -0.00099622762259789222 0.00031065362873892408 -7.7088053746900801e-05 0.00072379609508867019 -0.00023650984254280924 0.00013610595073248243 -0.00031691572082554706 5.003851933335823e-05
leaf_weight=50 88 1729 48 51 75 52 70 46 48 63 60 104 269 47 70 57 46 58 69 47 56 46 47 452
leaf_count=50 88 1729 48 51 75 52 70 46 48 63 60 104 269 47 70 57 46 58 69 47 56 46 47 452
internal_value=0 1.43794e-05 0.00013511 0.000356358 0.000143894 -1.52013e-05 0.000315513 0.000575189 -0.000215215 1.08514e-05 -4.64145e-05 1.27853e-05 -5.77274e-05 0.0001534 5.02729e-05 -3.58309e-05 -2.91963e-05 -0.000191489 -0.000451863 -1.70401e-05 0.000181441 0.000441913 -3.06812e-05 -2.41376e-05
internal_weight=0 3698 1091 390 342 175 167 97 123 701 496 433 373 205 158 2607 2550 173 115 2377 149 93 2228 2181
internal_count=3748 3698 1091 390 342 175 167 97 123 701 496 433 373 205 158 2607 2550 173 115 2377 149 93 2228 2181
is_linear=0
shrinkage=0.0995203


Tree=9357
num_leaves=18
num_cat=0
split_feature=17 3 3 2 3 9 3 0 26 26 8 21 21 9 8 9 8
split_gain=0.0105017 0.00106267 0.00711376 0.00112903 0.00102368 0.00183793 0.00127158 0.00112282 0.000758769 0.000674049 0.000608399 0.000675777 0.00100578 0.00170779 0.000480437 0.000531265 0.000350447
threshold=-0.57205499999999987 0.089395000000000016 0.08888500000000002 0.096520000000000022 0.084735000000000019 0.083925000000000013 0.084465000000000026 -0.1021 0.091915000000000024 0.088115000000000013 -0.52017999999999998 -0.091104999999999992 -0.075024999999999994 0.088610000000000008 -0.090440000000000006 0.11222500000000002 -0.092984999999999998
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 7 9 -6 -7 -2 -3 -12 13 -13 16 -16 -14
right_child=1 10 -4 -5 5 8 -8 -9 -10 -11 11 12 14 -15 15 -17 -18
leaf_value=0.0014372625040281514 9.4840107986715144e-05 -0.00034376618251704712 0.00096818694492996403 0.00040773974114676154 -6.9135148805690597e-05 -4.6837195369522161e-05 0.00051811268199239435 -0.00072070409389884342 0.00026460061356776748 -0.00029058603359746244 -0.00032580637412274075 0.00064602131392936773 3.6137427237454971e-05 -0.00015137602893706398 -7.0811290481139559e-05 9.6888591398260588e-05 0.0003320771394294521
leaf_weight=52 395 60 84 72 50 593 67 63 89 50 70 59 287 46 1452 211 48
leaf_count=52 395 60 84 72 50 593 67 63 89 50 70 59 287 46 1452 211 48
internal_value=0 1.26897e-05 7.87731e-05 2.40019e-05 2.2362e-06 -6.78047e-05 0.00011259 -0.000439644 -4.99467e-06 4.96942e-05 -3.02397e-05 -2.1206e-05 -1.06778e-05 0.000288889 -2.68306e-05 -4.90414e-05 8.09844e-05
internal_weight=0 3696 1463 1379 1307 795 512 113 682 445 2233 2173 2103 105 1998 1663 335
internal_count=3748 3696 1463 1379 1307 795 512 113 682 445 2233 2173 2103 105 1998 1663 335
is_linear=0
shrinkage=0.0995203


Tree=9358
num_leaves=20
num_cat=0
split_feature=1 1 1 17 3 3 1 8 3 2 3 3 3 3 28 21 27 26 9
split_gain=0.0103531 0.00167189 0.00240043 0.0116344 0.00142516 0.00270243 0.00190043 0.00249185 0.000417475 0.000795437 0.000781218 0.000968044 0.000646951 0.000433545 0.000376587 0.000444439 0.000829043 0.00046211 0.000756488
threshold=-0.55579999999999996 -0.081224999999999992 -0.088909999999999989 -0.095109999999999986 0.084855000000000028 0.084380000000000024 -0.083284999999999984 -0.082094999999999987 0.08511500000000001 -0.08385999999999999 0.086850000000000024 0.088115000000000013 0.089895000000000017 0.082595000000000016 0.083225000000000021 0.15544000000000005 -0.025179999999999998 -0.23202999999999999 0.11985000000000003
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 -5 7 -6 9 13 -10 -12 -13 -2 15 16 -3 -18 -19
right_child=1 14 3 4 6 -7 -8 -9 10 -11 11 12 -14 -15 -16 -17 17 18 -20
leaf_value=0.001452031883628692 0.00022286869704125461 -0.00042038665022471204 0.0017635430289461515 1.8614162902975616e-05 4.2103150688745702e-05 0.00094685585828066304 0.00035071787142767596 -0.00084069351212634935 -0.00036763516841329882 0.00046657532545769329 0.00043657187016023393 -0.00034404165770827923 5.256013972382922e-06 -0.00014594571389019303 -0.00028755682159030437 0.00024122608753056869 -0.00031364578865858032 -3.0177728863710579e-05 0.00024500900146159752
leaf_weight=50 53 54 48 90 82 49 71 50 64 51 46 61 348 78 57 59 54 2280 103
leaf_count=50 53 54 48 90 82 49 71 50 64 51 46 61 348 78 57 59 54 2280 103
internal_value=0 9.98695e-06 0.000113597 0.000311528 0.000105343 0.000351726 -5.93301e-05 -0.000286088 2.31075e-06 0.000133097 -4.19753e-05 2.03266e-06 -4.48382e-05 0 -3.30587e-05 -2.70489e-05 -3.37317e-05 -2.48281e-05 -1.79398e-05
internal_weight=0 3698 1091 390 342 139 203 132 701 182 519 455 409 131 2607 2550 2491 2437 2383
internal_count=3748 3698 1091 390 342 139 203 132 701 182 519 455 409 131 2607 2550 2491 2437 2383
is_linear=0
shrinkage=0.0995203


Tree=9359
num_leaves=21
num_cat=0
split_feature=17 3 3 3 4 26 6 6 17 18 21 21 0 18 26 26 0 0 30 6
split_gain=0.00820799 0.000778211 0.0086143 0.000496365 0.00125497 0.00110582 0.00107853 0.00120826 0.000896669 0.000710666 0.000449702 0.000756964 0.00115783 0.000355638 0.000319809 0.000782788 0.000531738 0.00105786 0.00103267 0.000362089
threshold=-0.57205499999999987 0.08920500000000002 0.08888500000000002 0.085035000000000013 0.085065000000000016 0.091485000000000025 0.087765000000000024 0.090335000000000013 0.11180000000000002 -0.096219999999999986 -0.091104999999999992 -0.075024999999999994 -0.097734999999999989 -0.018629999999999997 -0.01278 -1.0000000180025095e-35 -0.057604999999999996 -0.027364999999999997 0.084845000000000018 0.11884000000000002
decision_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 8 9 -8 -5 -2 -3 12 -12 -11 16 -16 18 -18 -13 -17
right_child=1 10 -4 4 -6 -7 7 -9 -10 13 11 14 -14 -15 15 19 17 -19 -20 -21
leaf_value=0.001268326602524489 0.00038830500112690231 -0.00027467776857597698 0.0012337539816998184 -0.00016469640372556002 0.00045723512858537055 0.00024865974705741932 0.00075751007669616751 3.9307236922610418e-05 0.00020691555287133157 -0.00019801663060772963 0.00060944061964090482 9.6308308346277378e-06 -3.205652256508019e-05 2.5946742471274914e-05 -0.00044253905387045799 -5.4839678291665593e-05 -0.00048572257564243753 0.00013397947824484813 0.00043925350023719636 0.0001181006600494638
leaf_weight=52 48 71 60 549 47 91 46 52 71 85 47 259 63 390 50 1460 50 57 72 128
leaf_count=52 48 71 60 549 47 91 46 52 71 85 47 259 63 390 50 1460 50 57 72 128
internal_value=0 8.88597e-06 6.6244e-05 1.48522e-05 -3.84608e-05 -7.23798e-05 8.12451e-05 0.000384776 -0.00012082 2.28039e-05 -2.73212e-05 -1.89127e-05 0.000234596 -1.24075e-05 -3.27396e-05 -5.316e-05 4.17579e-05 -0.00014795 0.000105557 -4.03844e-05
internal_weight=0 3696 1439 1379 758 711 621 98 620 523 2257 2186 110 475 2076 1638 438 107 331 1588
internal_count=3748 3696 1439 1379 758 711 621 98 620 523 2257 2186 110 475 2076 1638 438 107 331 1588
is_linear=0
shrinkage=0.0995203


Tree=9360
num_leaves=30
num_cat=0
split_feature=5 5 0 18 0 9 4 3 6 3 9 1 17 3 3 6 6 9 27 1 26 17 9 9 5 2 26 5 17
split_gain=0.000870442 0.00125118 0.000720015 0.00131273 0.00123127 0.00100637 0.000545844 0.000684267 0.000718583 0.000693176 0.0010746 0.000650844 0.000626497 0.000527777 0.00110265 0.00101297 0.000718959 0.000685228 0.00203842 0.00134952 0.000655207 0.000590028 0.000938592 0.00114845 0.000868124 0.00110391 0.000795646 0.00077223 0.000449552
threshold=0.049800000000000011 0.060575000000000011 -0.079379999999999992 -0.019539999999999998 -0.081534999999999982 0.08648500000000002 0.11849500000000003 0.11165000000000001 -0.052844999999999996 0.10611500000000003 0.095415000000000014 0.058455000000000014 -0.40451500000000001 0.090695000000000012 0.090360000000000024 -0.47511999999999999 0.18123500000000006 0.11408000000000003 -0.015455 0.021350000000000004 0.11991000000000003 0.0047200000000000011 0.092150000000000024 0.089150000000000021 -0.014739999999999998 -0.08126499999999999 0.084735000000000019 -0.09583499999999999 0.12374500000000002
decision_type=2 2 2 2 2 2 2 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 4 5 -3 7 9 11 10 -4 -9 -10 14 21 -15 17 18 -17 -19 -20 22 23 27 25 26 -23 -1 -27
right_child=1 2 6 -5 -6 -7 -8 8 12 -11 -12 -13 -14 15 -16 16 -18 19 20 -21 -22 24 -24 -25 -26 28 -28 -29 -30
leaf_value=-0.00035022233594172037 0.00054135191648281339 -0.00037068312874147702 -7.43539214812088e-05 0.00067169183428021563 0.00046912400639739907 0.00020225082097791638 -0.00032905238751578631 0.0001678589106283552 0.00063369503465227279 -0.00031598555805454438 0.00041577837872455926 -0.00028006752724666435 9.8317188648745619e-05 -0.00041686931749976579 -0.00054477683983215615 0.00072491638511055926 -0.00032600259891292168 7.4363059739130532e-05 7.2071694720669021e-05 -0.00059960772006236015 -0.00019012604525617342 8.6286314126851396e-05 0.0002292954351954921 -0.00049579248703072207 0.00042279667372195639 0.00040575795422446434 -0.00037948820261260582 -5.1900538323613863e-05 2.8290199620213881e-05
leaf_weight=98 56 64 244 48 55 56 46 96 47 80 54 48 48 51 47 46 52 77 988 46 103 56 83 74 55 58 92 816 79
leaf_count=98 56 64 244 48 55 56 46 96 47 80 54 48 48 51 47 46 52 77 988 46 103 56 83 74 55 58 92 816 79
internal_value=0 8.35105e-05 5.36485e-05 0.000208359 7.65952e-05 -9.64921e-05 3.76947e-07 2.62641e-05 0.000158965 -5.5474e-05 1.1715e-05 1.28652e-05 0.000371806 -2.6973e-05 -6.87063e-05 1.70684e-05 3.45604e-05 5.00905e-05 7.47318e-05 -0.000171036 4.65676e-05 -5.22684e-05 -8.88407e-05 -0.000116395 6.05268e-05 -6.51266e-06 -0.000197718 -8.47826e-05 0.00019407
internal_weight=0 942 886 223 175 120 663 617 239 378 298 144 95 2821 1458 1363 1312 1260 1137 123 1091 1411 1071 988 340 285 148 914 137
internal_count=3763 942 886 223 175 120 663 617 239 378 298 144 95 2821 1458 1363 1312 1260 1137 123 1091 1411 1071 988 340 285 148 914 137
is_linear=0
shrinkage=0.0995203


Tree=9361
num_leaves=30
num_cat=0
split_feature=5 5 19 20 20 1 1 21 18 4 18 18 17 18 1 6 6 6 6 18 1 17 6 6 18 5 5 18 21
split_gain=0.000708279 0.00101285 0.000688319 0.001128 0.00160743 0.00152272 0.000600138 0.000507811 0.000472816 0.000601945 0.00131758 0.000557813 0.000431084 0.000922012 0.000814362 0.0029622 0.00156582 0.00416703 0.00182925 0.000647333 0.000626895 0.000858574 0.000610567 0.000676079 0.000524426 0.000415428 0.000399215 0.000404683 0.000395765
threshold=0.049800000000000011 0.060575000000000011 0.10957500000000002 -1.0000000180025095e-35 -0.076005000000000003 -0.017214999999999998 -0.041095 0.096850000000000033 -0.14624999999999996 0.084960000000000022 -0.087989999999999985 -0.097059999999999994 -0.00265 -0.086894999999999986 -0.083284999999999984 0.091795000000000015 0.091295000000000029 0.095760000000000026 0.089165000000000022 -0.081229999999999983 -0.085739999999999997 -0.067864999999999995 0.11766500000000002 -0.52821499999999999 -0.01264 -0.53313499999999991 -0.09583499999999999 0.095210000000000031 0.10787500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 4 6 -6 7 -3 -5 10 -10 -11 14 -14 15 20 18 -18 26 -15 21 24 23 -21 -1 -25 -16 -28 -8
right_child=1 2 -4 8 5 -7 28 -9 9 11 -12 -13 13 19 16 -17 17 -19 -20 22 -22 -23 -24 25 -26 -27 27 -29 -30
leaf_value=0.00016982540694063952 0.00048747649759815461 1.7143928894324294e-05 -0.00031503205579895327 -0.0002451022240827205 9.8236257576726616e-05 0.00086252322823793606 0.00011356080191818595 0.00049357934660175116 0.00041725133273439624 -0.0004088383964711451 -5.1348336188318954e-05 0 0.00034398154546360081 -0.00033002238504503862 -0.0002515579598317859 -0.00090327481756690038 0.0010433924965494426 -0.00011443169110254907 -0.00065785807451181988 -0.00029190887091795316 0.0001635175462254834 -0.00041386317766558352 -0.00026563464421880634 -0.00013327310782755973 -0.00016920155406988254 5.7604117291380201e-05 -2.7803933574356785e-05 0.00024036710325094681 -0.0002120447011125254
leaf_weight=75 56 50 48 82 50 60 64 46 90 51 168 95 78 59 70 50 48 83 49 64 78 86 77 123 111 1157 551 62 82
leaf_count=75 56 50 48 82 50 60 64 46 90 51 168 95 78 59 70 50 48 83 49 64 78 86 77 123 111 1157 551 62 82
internal_value=0 7.53725e-05 4.84013e-05 7.01954e-05 0.00020614 0.000522562 5.89286e-05 0.000253963 -2.6582e-05 1.57448e-05 0.000108944 -0.000143342 -2.42887e-05 1.02841e-05 -6.75849e-05 -0.000185115 -1.2161e-05 0.00030356 -6.97814e-05 -6.74952e-06 -8.0182e-05 -0.000153076 6.09671e-06 2.22738e-05 -2.80959e-05 3.86225e-05 -2.63928e-05 0 -6.37065e-05
internal_weight=0 942 886 838 352 110 242 96 486 404 258 146 2821 1558 1263 400 863 131 732 1480 350 272 1421 1344 186 1280 683 613 146
internal_count=3763 942 886 838 352 110 242 96 486 404 258 146 2821 1558 1263 400 863 131 732 1480 350 272 1421 1344 186 1280 683 613 146
is_linear=0
shrinkage=0.0995203


Tree=9362
num_leaves=24
num_cat=0
split_feature=3 6 3 18 6 3 18 0 18 26 3 21 6 6 3 0 9 3 9 9 3 3 2
split_gain=0.000474066 0.000810838 0.000740352 0.000612654 0.00124273 0.00148221 0.000738181 0.000779033 0.000598263 0.00088294 0.000524551 0.000525822 0.00153127 0.00057419 0.00101513 0.000916768 0.000605771 0.000568497 0.000477398 0.00131182 0.000933577 0.00102371 0.000748922
threshold=0.090695000000000012 -0.47287499999999999 0.090360000000000024 -0.069565000000000002 0.11642500000000001 0.091615000000000016 -0.085709999999999995 -0.078479999999999994 -0.046804999999999992 0.096685000000000021 0.090050000000000033 -0.084759999999999988 -0.0097999999999999979 0.092705000000000023 0.087515000000000023 -0.085605000000000001 0.087515000000000023 0.086375000000000021 0.092225000000000015 0.093175000000000022 0.091975000000000015 0.093175000000000022 -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
left_child=2 -2 10 4 5 -3 7 -7 9 -5 11 12 -1 14 17 -16 -15 -13 20 -20 -10 -22 -21
right_child=1 3 -4 8 -6 6 -8 -9 18 -11 -12 13 -14 16 15 -17 -18 -19 19 22 21 -23 -24
leaf_value=-0.00020957702725172962 -0.00033222737013298182 0.00059589101650702316 -0.00041644148578812645 2.5277530412008411e-05 0.00050898735826606105 0.00035655648621989497 -0.00032767593374125877 -5.9696103017570302e-06 -0.00034193780078490101 -0.00052845857144484499 0.00029281329919965833 -5.1680817930528815e-05 0.00054390880486486091 -1.8161286993598673e-05 -2.899291494899077e-05 -0.00033853606326145311 0.00041484346172124303 0.00014471809356287997 0.00058092061249546728 0.00019618301229392903 0.00045849495058705194 -1.759466167532399e-05 -4.7612949920251146e-05
leaf_weight=50 58 48 50 62 76 72 55 296 81 49 49 811 55 77 175 224 51 177 51 206 48 634 308
leaf_count=50 58 48 50 62 76 72 55 296 81 49 49 811 55 77 175 224 51 177 51 206 48 634 308
internal_value=0 3.29185e-05 -3.79884e-05 4.39945e-05 0.000133764 7.14799e-05 1.0037e-05 6.27349e-05 9.30213e-06 -0.00021179 -2.61601e-05 -3.63134e-05 0.00017731 -5.16593e-05 -7.06723e-05 -0.000204823 0.000147969 -1.56674e-05 2.83984e-05 9.80104e-05 -2.20763e-05 1.47128e-05 4.85025e-05
internal_weight=0 2044 1719 1986 547 471 423 368 1439 111 1669 1620 105 1515 1387 399 128 988 1328 565 763 682 514
internal_count=3763 2044 1719 1986 547 471 423 368 1439 111 1669 1620 105 1515 1387 399 128 988 1328 565 763 682 514
is_linear=0
shrinkage=0.0995203


Tree=9363
num_leaves=22
num_cat=0
split_feature=11 3 17 17 3 17 6 18 6 3 17 18 3 3 17 17 26 17 20 3 3
split_gain=0.000449942 0.000508165 0.000662623 0.000741504 0.000731568 0.00228181 0.000625387 0.000595338 0.00188037 0.00118265 0.000615214 0.00061514 0.000536318 0.00082812 0.000948438 0.000566911 0.000487546 0.000718263 0.000420714 0.001071 0.000400752
threshold=-0.37931999999999999 0.090695000000000012 -0.53166999999999998 0.0047200000000000011 0.089605000000000018 -0.047785000000000001 0.23663500000000004 -0.069565000000000002 0.11642500000000001 0.091615000000000016 -0.55286000000000002 -0.085709999999999995 0.083725000000000022 0.086605000000000029 0.10932500000000002 0.11639500000000001 -0.231015 0.067035000000000025 -0.08231999999999999 0.087515000000000023 0.089095000000000021
decision_type=2 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 18 -6 7 8 9 -3 -9 -11 -5 15 -15 -14 -12 -18 19 -4 -20
right_child=1 6 3 12 5 -7 -8 10 -10 11 16 -13 13 14 -16 -17 17 -19 20 -21 -22
leaf_value=-0.00025514788211618283 0.00028331863404477807 0.00053658783577813381 -1.0773134041528623e-05 0.0003138802866954309 6.3442958770647856e-05 -0.00082129202483816207 -0.00030916982139013417 -0.00033846818561792752 0.00065081602864548347 6.1300842317020548e-05 0.0003180065993720068 -0.00029506556298667134 -0.00040601564227698162 0.00042894813399532814 -2.3549657437474247e-05 3.9705433534738301e-05 6.3756924683396331e-05 -9.6954420205030135e-05 -4.6841363062427738e-05 -0.00050481243166841259 0.00023527904897199865
leaf_weight=67 62 48 124 75 63 51 49 47 63 365 55 55 61 71 121 47 900 395 922 70 52
leaf_count=67 62 48 124 75 63 51 49 47 63 365 55 55 61 71 121 47 900 395 922 70 52
internal_value=0 5.06438e-06 -3.42551e-05 -4.66318e-05 -8.29435e-05 -0.000325179 3.96667e-05 4.8957e-05 0.000138837 6.81676e-05 1.42076e-05 1.26847e-05 7.53228e-05 1.29546e-05 0.000139517 -0.000204465 2.70923e-05 1.41047e-05 -5.85998e-05 -0.000193255 -3.0939e-05
internal_weight=0 3696 1719 1657 1282 114 1977 1928 531 468 1397 420 375 300 192 108 1350 1295 1168 194 974
internal_count=3763 3696 1719 1657 1282 114 1977 1928 531 468 1397 420 375 300 192 108 1350 1295 1168 194 974
is_linear=0
shrinkage=0.0995203


Tree=9364
num_leaves=23
num_cat=0
split_feature=28 3 3 5 18 8 8 2 3 5 5 20 8 17 5 2 3 6 5 6 17 8
split_gain=0.00923032 0.00222798 0.0142764 0.0102993 0.00968876 0.00158758 0.0062566 0.00978103 0.00145913 0.000996459 0.000885393 0.00187843 0.000641935 0.000562053 0.000530643 0.000317613 0.00073189 0.000474034 0.000305367 0.000299127 0.000275538 0.000246303
threshold=0.083225000000000021 0.084550000000000028 0.084955000000000017 -0.011764999999999999 -0.095799999999999982 -0.08731499999999999 -0.088874999999999996 -0.080914999999999987 0.084290000000000018 -0.037239999999999995 -0.061665000000000005 -1.0000000180025095e-35 -0.086254999999999984 -0.07107999999999999 -0.021739999999999999 -0.086304999999999993 0.083725000000000022 0.086275000000000032 -0.50544999999999984 -0.104035 -0.033249999999999995 -0.081915000000000002
decision_type=2 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 6 18 -8 15 10 13 -12 -11 -7 -14 17 21 20 -4 -20 -6 -17
right_child=-2 2 5 -5 8 9 7 -9 -10 12 11 -13 14 -15 -16 16 -18 -19 19 -21 -22 -23
leaf_value=-0.0013172096836761794 0.0011435124010683001 0.0022196682072097196 -0.00023001672100402481 0.00012614005281300078 0.00018309849719367924 0.00032820975307978792 -3.7123472915260483e-05 -0.0019112289778338359 -0.00055987602593154766 0.00028874093774267637 -0.00010924799683745845 0.00065319611621911125 -0.00030055282819765422 2.845065928314969e-05 -3.4318383730183485e-05 0.00011306894048595372 0.00043579633016440793 -0.00035828550731896019 0.00012762237115212171 -4.2804258089331128e-05 -0.00012879540585375993 -0.00010935043781337441
leaf_weight=68 69 49 64 46 54 69 67 48 48 57 52 77 80 719 1284 102 49 46 136 408 57 95
leaf_count=68 69 49 64 46 54 69 67 48 48 57 52 77 80 719 1284 102 49 46 136 408 57 95
internal_value=0 -1.82642e-05 1.2915e-05 0.00121458 -0.00020944 -2.41119e-05 -0.000153101 -0.000826478 -4.05997e-05 1.54264e-05 9.655e-05 0.000339508 -3.63482e-05 5.57375e-05 -5.05335e-05 1.92183e-05 9.14584e-05 -8.8759e-05 -2.43891e-05 0 1.55618e-05 1.6554e-06
internal_weight=0 3675 3156 95 519 3061 723 115 451 2338 917 129 1421 788 1364 403 246 157 608 544 111 197
internal_count=3744 3675 3156 95 519 3061 723 115 451 2338 917 129 1421 788 1364 403 246 157 608 544 111 197
is_linear=0
shrinkage=0.0995203


Tree=9365
num_leaves=25
num_cat=0
split_feature=1 1 17 17 27 27 17 9 22 9 0 1 1 17 9 0 0 1 17 20 17 1 9 4
split_gain=0.0042087 0.0157153 0.0135068 0.0333171 0.00215015 0.0137979 0.000762118 0.000705968 0.000637127 0.000615332 0.00132751 0.000978406 0.00121193 0.000964854 0.000934356 0.000731916 0.00194176 0.000697182 0.000539456 0.000486512 0.00061551 0.000444639 0.00032289 5.42198e-05
threshold=-0.080500000000000002 -0.079629999999999992 0.052150000000000009 0.093960000000000016 0.08913500000000002 0.094335000000000016 -0.55026999999999993 0.085225000000000009 0.087270000000000028 0.091750000000000012 -0.070134999999999989 -0.083284999999999984 -0.085739999999999997 -0.0064000000000000003 0.095415000000000014 -0.084665000000000004 -0.088084999999999983 -0.084759999999999988 -0.012064999999999999 0.10252000000000001 0.00079000000000000023 0.44303500000000012 0.084380000000000024 0.10210500000000002
decision_type=2 2 2 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 -3 -5 19 11 -11 12 15 -13 -12 16 -1 -14 -10 20 -8 -7 -17 -20
right_child=1 4 3 7 5 21 8 -9 18 10 14 13 17 -15 -16 22 -18 -19 23 -21 -22 -23 -24 -25
leaf_value=2.4361921996186625e-05 0.0018783528907287048 -0.00035669893467205142 -0.0030992817560045538 -0.00030710588050415169 0.0018506510970739442 -0.00022495231557967434 -2.9824930932802587e-05 0.0001519292045284097 0.00037974063366302406 0.00053450071244552113 -0.0003664691193157622 -0.00063566636642657887 0.0006010709340191771 -3.426616770074475e-05 0.00017348290514318114 8.8065260993922388e-05 -0.0007759441755721422 3.8559849044219969e-05 -3.9886976971271607e-05 -0.00023654432173854961 8.3449109688737904e-05 9.1106850251023103e-05 -7.500996084898615e-05 0.00010521436939633626
leaf_weight=78 47 54 51 72 47 90 1182 59 87 61 50 52 47 60 86 223 47 47 46 79 789 82 261 47
leaf_count=78 47 54 51 72 47 90 1182 59 87 61 50 52 47 60 86 223 47 47 46 79 789 82 261 47
internal_value=0 7.50101e-05 -0.00015138 -0.000940721 4.08208e-05 0.000338839 1.1887e-05 -9.41159e-05 2.11795e-05 -8.61494e-06 0.000148227 -4.75308e-05 -2.83026e-06 -0.000320797 -1.90096e-05 -5.53195e-05 -0.000270004 0.000328524 0.000200821 5.00684e-06 1.51038e-05 -6.95135e-05 0 2.46414e-05
internal_weight=0 2550 1194 182 2503 219 2284 131 2230 1012 197 815 703 112 136 609 125 94 180 2050 1971 172 484 93
internal_count=3744 2550 1194 182 2503 219 2284 131 2230 1012 197 815 703 112 136 609 125 94 180 2050 1971 172 484 93
is_linear=0
shrinkage=0.0995203


Tree=9366
num_leaves=22
num_cat=0
split_feature=8 18 8 8 9 6 3 3 3 2 22 4 3 21 29 21 0 0 0 9 3
split_gain=0.00466238 0.0170966 0.0154694 0.00462484 0.00770317 0.00248572 0.00248277 0.0160124 0.000846291 0.00188171 0.000710971 0.000651025 0.000641021 0.000516721 0.000455168 0.00043644 0.000661379 0.00100041 0.000362934 0.000195727 9.22914e-05
threshold=-0.091600000000000001 -0.095364999999999991 -0.092545000000000002 -0.088520000000000001 0.087765000000000024 0.086875000000000022 0.08400500000000001 0.083595000000000017 0.084795000000000023 -0.085089999999999985 0.12975500000000004 0.076855000000000021 0.085195000000000007 0.15372000000000005 -0.049035000000000002 -0.067244999999999985 -0.10942499999999999 -0.096019999999999994 -0.14401 -0.078344999999999984 -0.02172
decision_type=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 14 4 5 -2 7 11 9 -8 12 -5 -10 -14 -3 -16 18 -18 -17 -13 -21
right_child=3 2 -4 6 -6 -7 8 -9 10 -11 -12 19 13 -15 15 16 17 -19 -20 20 -22
leaf_value=0.0020903355135503164 -0.00048104038445308115 0.0002570166498123374 0.0017488809892440673 0.00036895525863055059 -0.0016491449182514158 0.00037161495707195341 -7.2285479299344385e-05 -0.0019965779797462366 -0.0003449346273212791 0.000765925583651323 0.00036640948820560425 9.2507315684264144e-05 5.3658184789208221e-06 -0.00032442885006352026 -0.00035855719469607964 -1.8317445865713966e-05 -0.00042657737147552133 -1.8887068642720614e-05 0.00025898849534882861 -0.00023063281747272559 -2.0911865738136911e-05
leaf_weight=46 91 46 52 49 46 53 59 46 55 46 51 60 2345 48 47 89 81 244 88 49 53
leaf_count=46 91 46 52 49 46 53 59 46 55 46 51 60 2345 48 47 89 81 244 88 49 53
internal_value=0 0.000235568 0.000102434 -5.03729e-05 -0.000525999 -0.000161531 -1.85003e-05 -0.000313707 1.03206e-05 0.000287135 -9.82653e-07 4.92952e-05 -8.97107e-06 -9.07283e-07 -4.00816e-05 -6.64662e-05 -3.74883e-05 -0.000123015 0.000114927 -4.23389e-05 -0.000129686
internal_weight=0 693 647 3051 190 144 2861 257 2604 105 2499 211 2448 2393 595 549 502 325 177 162 102
internal_count=3744 693 647 3051 190 144 2861 257 2604 105 2499 211 2448 2393 595 549 502 325 177 162 102
is_linear=0
shrinkage=0.0995203


Tree=9367
num_leaves=23
num_cat=0
split_feature=28 9 9 0 9 0 20 8 8 21 5 5 5 8 6 8 9 9 8 30 0 5
split_gain=0.00717161 0.00213168 0.00888466 0.0121229 0.00501017 0.0138411 0.0026917 0.00189328 0.0125716 0.000621049 0.000612045 0.00099778 0.00069123 0.000663141 0.000657757 0.000517198 0.00181726 0.00136461 0.000558288 0.000351362 0.000306789 0.000358458
threshold=0.083225000000000021 0.084565000000000015 0.084915000000000032 -0.085054999999999992 0.083875000000000019 -0.084665000000000004 -0.0084199999999999987 -0.087770000000000001 -0.088874999999999996 -0.091649999999999995 -0.0078499999999999976 -0.011514999999999999 -0.0047599999999999995 -0.080835000000000004 0.099330000000000016 -0.085814999999999989 0.083325000000000024 0.083235000000000017 0.10649000000000002 0.090320000000000025 -0.083390000000000006 -0.090689999999999993
decision_type=2 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 9 6 -6 8 20 -1 11 14 -12 -14 -9 16 19 18 -17 -11 21 -4
right_child=-2 2 7 -5 5 -7 -8 10 -10 15 12 -13 13 -15 -16 17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00032758495156494485 0.0010074389502000381 0.00020729315297598994 9.5392035338517137e-06 -0.0018547638507382179 0.00049941297831090556 0.0019982011589344791 -0.00036901726328351144 1.5440655074790108e-06 -0.0017730426588414676 4.207191393367952e-05 -0.0003791510974392768 0.00044688191469709139 0.00016561992432998339 -6.6059575803772161e-05 0.00023379347753998001 6.6105002426895631e-05 -0.00065297613516214037 0.00059603030261932846 -0.00028584912340524682 -0.00024721146595421244 0.00014143554237668759 -0.00020870145676224808
leaf_weight=53 69 50 177 63 69 49 72 742 46 351 58 65 150 645 146 550 46 47 48 47 80 121
leaf_count=53 69 50 177 63 69 49 72 742 46 351 58 65 150 645 146 550 46 47 48 47 80 121
internal_value=0 -1.66168e-05 -7.39516e-05 -0.000935105 8.36211e-05 0.000556854 5.01534e-05 -2.99476e-05 -0.000219318 4.17034e-06 1.40583e-05 6.92174e-05 -4.66075e-05 -2.13167e-05 4.06511e-05 2.10681e-05 -6.056e-05 7.85278e-05 3.64855e-05 5.85343e-06 -2.8075e-05 -7.63282e-05
internal_weight=0 3675 2343 113 1332 190 141 2230 424 1142 1806 953 853 795 888 1089 444 645 598 398 378 298
internal_count=3744 3675 2343 113 1332 190 141 2230 424 1142 1806 953 853 795 888 1089 444 645 598 398 378 298
is_linear=0
shrinkage=0.0995203


Tree=9368
num_leaves=14
num_cat=0
split_feature=27 18 3 6 1 18 4 4 9 4 3 3 26
split_gain=0.000723856 0.00058979 0.00203009 0.000873176 0.000404528 0.000874499 0.000552393 0.0010836 0.000886078 0.00173553 0.000453649 0.000656621 0.000353149
threshold=-0.14624499999999999 0.15614500000000003 0.10871500000000002 0.041585000000000011 -0.50954999999999984 -0.01205 0.084755000000000025 0.087270000000000028 0.11408000000000003 0.14727500000000002 0.13085500000000003 0.12274500000000002 -0.011984999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 10 -8 9 -9 11 12 -6
right_child=1 2 -4 -5 6 -7 7 8 -10 -11 -12 -13 -14
leaf_value=-0.0003998731646019913 0.00051249715806668398 -0.00019311106706246608 -0.00065422973978254651 0.00039417520664567776 0.00013145416698806108 -5.7485191989980964e-05 -0.00046266116728138195 -5.0981206107147203e-05 -0.00041835273171101511 0.00050585452773066822 0.00028009560129659645 -0.00035485129588584148 1.0051432094496116e-05
leaf_weight=46 48 52 59 47 270 55 64 722 56 60 67 46 2156
leaf_count=46 48 52 59 47 270 55 64 722 56 60 67 46 2156
internal_value=0 -2.31372e-06 -0.000190602 7.74327e-05 5.84963e-06 0.00020019 0 -6.68668e-05 -3.56622e-05 -7.21037e-06 2.37989e-05 1.65212e-05 2.39003e-05
internal_weight=0 3702 158 99 3544 103 3441 902 838 782 2539 2472 2426
internal_count=3748 3702 158 99 3544 103 3441 902 838 782 2539 2472 2426
is_linear=0
shrinkage=0.0995203


Tree=9369
num_leaves=21
num_cat=0
split_feature=17 17 18 3 18 26 20 26 28 8 8 17 2 6 6 3 1 21 8 26
split_gain=0.000650272 0.00141479 0.000768904 0.000779571 0.0011635 0.000857036 0.000803258 0.000650599 0.000646735 0.000595117 0.000607916 0.000491917 0.000927487 0.000511607 0.000497097 0.000457484 0.000433304 0.000745782 0.000435794 0.0003664
threshold=-0.14169499999999999 -0.11491499999999999 0.15374500000000005 0.11061500000000002 -0.060544999999999995 0.084355000000000027 -0.014534999999999999 0.085740000000000025 0.083225000000000021 -0.00076499999999999995 -0.07106999999999998 -0.093784999999999993 -0.081055000000000002 0.18123500000000006 0.12386500000000002 0.098225000000000021 -0.089819999999999997 0.10384500000000002 -0.080835000000000004 -0.23202999999999999
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 5 9 6 -1 -7 11 10 -5 12 -3 14 19 -8 18 -18 -9 -13
right_child=1 8 -4 4 -6 7 15 16 -10 -11 -12 13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0 0.00048965350625825661 7.6304856348878602e-05 -0.00039692271853167146 -8.1151321759660009e-05 0.00048613226931986666 0.00033676525718731132 -0.00055152539177318841 0.00028939863319522077 -0.00033261512861859323 -0.00024931032080631926 0.00038023833247876558 -0.00022163274552522257 -0.00047227670454888613 -0.00028695141716526053 0.00029991329710108686 -0.00019538166379263832 -0.00042146831358103097 4.7515109139191352e-05 -0.00010442461305591075 2.6097980392406195e-05
leaf_weight=76 61 60 72 62 57 46 85 50 55 73 49 60 58 52 65 78 69 60 59 2501
leaf_count=76 61 60 72 62 57 46 85 50 55 73 49 60 58 52 65 78 69 60 59 2501
internal_value=0 1.52777e-05 -8.42134e-05 -5.36719e-05 9.24962e-05 -0.000122592 -0.000261522 -2.79249e-06 4.84079e-06 -2.49965e-05 0.00011515 1.17717e-05 -0.0001864 2.08093e-05 2.72153e-05 -0.000386123 -7.1861e-05 -0.000196991 6.8718e-05 1.99744e-05
internal_weight=0 2912 836 764 241 523 239 284 2851 184 111 2796 118 2678 2626 163 238 129 109 2561
internal_count=3748 2912 836 764 241 523 239 284 2851 184 111 2796 118 2678 2626 163 238 129 109 2561
is_linear=0
shrinkage=0.0995203


Tree=9370
num_leaves=20
num_cat=0
split_feature=17 17 18 9 26 20 4 9 18 28 18 17 6 6 26 18 17 20 17
split_gain=0.000527595 0.00114729 0.000622469 0.000669667 0.000666889 0.000702272 0.000779613 0.000677011 0.000643057 0.000524383 0.000508972 0.000395988 0.000415152 0.000402783 0.000378557 0.000353255 0.000344544 0.000283781 0.000187244
threshold=-0.14169499999999999 -0.11491499999999999 0.15374500000000005 0.098875000000000018 0.084355000000000027 -0.014534999999999999 0.095805000000000015 0.084435000000000024 -0.13579499999999997 0.083225000000000021 -0.022504999999999997 -0.093784999999999993 0.18123500000000006 0.12386500000000002 0.092825000000000032 -0.008179999999999998 -0.090304999999999996 -0.097019999999999995 -0.43873000000000001
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 17 18 -6 -5 11 14 15 13 16 -9 -3 -13 -1 -7
right_child=1 9 -4 8 7 6 -8 10 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00016482635774889642 0.00044092307639302908 -1.7412256471206565e-05 -0.00035742077426046174 -3.3743789883133961e-06 0.00032546356217144282 -0.00066627700175449049 -8.2762096731748986e-05 0.00011909783427016506 0.00045680773649473824 -0.00029951328563028879 -0.00026429057909842658 0.00027480885171737466 -0.00025839396298158048 0.00027006585824895844 -0.00015595886333382355 -0.0003837475645306948 1.2409629657822099e-05 0.00016397718135528194 -0.00033687576222913836
leaf_weight=51 61 72 72 77 54 50 82 142 46 55 85 51 52 65 75 46 2510 53 49
leaf_count=51 61 72 72 77 54 50 82 142 46 55 85 51 52 65 75 46 2510 53 49
internal_value=0 1.37293e-05 -7.58782e-05 -4.82739e-05 -8.99136e-05 -0.000203368 -0.000321793 0 0.000162071 4.30187e-06 -5.71183e-05 1.0571e-05 1.87079e-05 2.45068e-05 2.02597e-05 -0.000167159 1.79547e-05 0 -0.000511509
internal_weight=0 2912 836 764 641 285 181 356 123 2851 302 2796 2678 2626 217 118 2561 104 99
internal_count=3748 2912 836 764 641 285 181 356 123 2851 302 2796 2678 2626 217 118 2561 104 99
is_linear=0
shrinkage=0.0995203


Tree=9371
num_leaves=15
num_cat=0
split_feature=26 2 1 17 1 5 18 2 17 8 17 8 8 8
split_gain=0.000473775 0.000757577 0.000380726 0.000360738 0.000586229 0.00108352 0.000489091 0.000432427 0.000874398 0.00122476 0.000523498 0.000383338 0.000826684 0.000472822
threshold=-0.23202999999999999 -0.053085 0.62256000000000011 -0.56005499999999986 -0.50763499999999995 0.19224000000000005 -0.060544999999999995 -0.058894999999999996 -0.095109999999999986 -0.0041249999999999993 -0.085715 -0.052214999999999998 -0.012329999999999999 -0.068099999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -2 11 9 -9 -10 13 -13 -6
right_child=2 -3 -4 4 7 -7 -8 8 10 -11 -12 12 -14 -15
leaf_value=4.1492751288041136e-06 3.8017747124728531e-05 -0.00049611713314917628 0.00025598645518236867 -5.7850521388451202e-05 9.1295524694572979e-06 0.00058268871378696393 -0.0003799168706833221 3.9483502367265777e-06 0.00027554299798582466 -0.00054378517522746532 -4.2649236674704355e-05 0.00028884382478236182 9.2121851295120156e-06 -0.00019005452211339258
leaf_weight=67 47 50 57 53 1832 48 58 74 55 82 685 151 363 126
leaf_count=67 47 50 57 53 1832 48 58 74 55 82 685 151 363 126
internal_value=0 -0.000202643 6.23236e-07 -3.22038e-06 2.04712e-06 0.000238459 -0.000185045 -4.79937e-06 -6.42181e-05 -0.000278715 -1.78935e-05 1.64064e-05 9.29535e-05 -3.27013e-06
internal_weight=0 117 3631 3574 3469 101 105 3368 896 156 740 2472 514 1958
internal_count=3748 117 3631 3574 3469 101 105 3368 896 156 740 2472 514 1958
is_linear=0
shrinkage=0.0995203


Tree=9372
num_leaves=21
num_cat=0
split_feature=28 6 6 17 5 17 3 3 20 6 3 3 3 3 21 17 0 17 18 0
split_gain=0.000985604 0.000719854 0.0111909 0.000486583 0.000752542 0.00144363 0.00142777 0.00163292 0.000528186 0.000484745 0.000353363 0.000439629 0.00122834 0.00109003 0.000687209 0.000518931 0.000301731 0.000425934 0.000616246 0.000185172
threshold=0.083225000000000021 0.088315000000000018 0.088845000000000021 0.51362000000000008 0.058505000000000008 0.40827500000000011 0.10871500000000002 0.093715000000000021 -0.23803499999999997 0.087765000000000024 0.083955000000000016 0.10871500000000002 0.10708000000000002 0.11025500000000002 0.089350000000000027 -0.0044799999999999987 0.019150000000000004 -0.07496499999999999 -0.0092699999999999987 -0.085144999999999985
decision_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 -6 -4 10 16 12 15 -13 -15 -12 17 19 -19 -1
right_child=-2 2 3 -5 6 -7 -8 -9 -10 -11 11 13 -14 14 -16 -17 -18 18 -20 -21
leaf_value=0.00010000121048780978 -0.00041387752781735687 -0.0015211815285079613 -0.00036114825477511262 0.00026166977360956515 3.3219521062274804e-05 -0.00054482295093205135 -0.00033371688590400696 0.00072055875190528147 -1.5568165572754919e-05 0.00028172755440640231 -8.242415858489017e-05 0.00049020555715264223 -0.0005242249327671219 -9.5899326052936615e-05 0.00010633769104735842 3.8501346479090078e-05 -0.0001091116284414234 0.00052492537486577891 0.00010440596518215793 -0.00015627162610765702
leaf_weight=53 67 52 48 56 101 63 49 54 589 59 893 50 53 323 342 569 62 49 143 56
leaf_count=53 67 52 48 56 101 63 49 54 589 59 893 50 53 323 342 569 62 49 143 56
internal_value=0 -2.75837e-05 -9.89941e-05 -2.11061e-05 -3.95288e-05 -8.9237e-05 0.000127026 0.000277961 -4.28939e-05 -2.48785e-08 -6.75146e-06 -2.18657e-05 -5.2463e-05 4.18214e-05 6.87727e-06 -3.48009e-05 8.38439e-05 0.000126309 0.00021599 -2.41516e-05
internal_weight=0 3664 1012 960 904 700 204 155 637 2652 2593 2230 1515 715 665 1462 363 301 192 109
internal_count=3731 3664 1012 960 904 700 204 155 637 2652 2593 2230 1515 715 665 1462 363 301 192 109
is_linear=0
shrinkage=0.0995203


Tree=9373
num_leaves=34
num_cat=0
split_feature=0 0 3 21 21 21 20 3 3 0 3 4 3 0 26 29 3 17 4 3 0 3 21 3 0 0 17 0 4 5 1 1 0
split_gain=0.000549996 0.00469105 0.00425061 0.000549001 0.00218085 0.00102617 0.00106865 0.000512753 0.000838836 0.000960757 0.00076947 0.000443663 0.00107331 0.000641107 0.000824234 0.000636128 0.000514985 0.000757053 0.000491631 0.000735216 0.000413178 0.000379497 0.000372398 0.000469883 0.000718243 0.000398634 0.000334033 0.00171876 0.000549817 0.000323975 0.000622093 0.000521253 0.0002331
threshold=-0.085754999999999984 -0.086474999999999996 0.085845000000000019 0.092470000000000011 0.089350000000000027 0.10430500000000002 -0.076909999999999992 0.08802500000000002 0.087570000000000023 -0.084665000000000004 0.08666500000000002 0.11240500000000002 0.12015500000000003 -0.094139999999999988 0.084435000000000024 0.0044100000000000016 0.090135000000000021 -0.012064999999999999 0.10533000000000002 0.10502000000000002 -0.089164999999999994 0.11225500000000002 0.11371500000000002 0.11225500000000002 -0.064859999999999987 -0.049174999999999996 -0.50029000000000001 -0.050054999999999995 0.10343500000000001 0.022285000000000003 -0.07002499999999999 -0.083284999999999984 -0.13417999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 6 -5 8 9 -2 -11 13 21 15 20 18 17 -16 19 -1 -15 -13 -7 -24 -25 -26 27 -9 -29 31 -31 -28 -14
right_child=3 2 -4 5 -6 22 -8 26 -10 10 -12 12 32 14 16 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 29 28 -30 30 -32 -33 -34
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leaf_weight=531 88 46 50 47 46 69 65 46 58 341 64 47 78 74 111 49 90 152 75 103 46 47 80 56 51 68 125 55 46 194 89 596 48
leaf_count=531 88 46 50 47 46 69 65 46 58 341 64 47 78 74 111 49 90 152 75 103 46 47 80 56 51 68 125 55 46 194 89 596 48
internal_value=0 -7.66879e-05 -0.000750816 5.04448e-07 2.57965e-05 -9.90181e-05 -0.000358866 7.03562e-06 8.63732e-05 4.24158e-05 0.000108595 -3.15225e-05 9.73131e-05 -5.52125e-05 3.43875e-05 -0.000112204 -4.02072e-05 -0.000112376 -8.6811e-05 -5.67429e-05 0.000260642 0.000353581 -6.66745e-06 -6.45969e-05 2.24632e-05 -0.000110772 -3.02332e-05 -0.000170666 5.14978e-05 -8.85635e-06 8.03497e-05 -4.50061e-05 -8.73741e-05
internal_weight=0 1547 96 2184 1748 436 112 1702 551 493 405 1451 220 1231 473 758 353 263 709 634 120 94 324 255 175 119 1151 147 101 1004 283 721 126
internal_count=3731 1547 96 2184 1748 436 112 1702 551 493 405 1451 220 1231 473 758 353 263 709 634 120 94 324 255 175 119 1151 147 101 1004 283 721 126
is_linear=0
shrinkage=0.0995203


Tree=9374
num_leaves=16
num_cat=0
split_feature=28 6 6 6 6 2 3 18 2 3 12 12 0 0 9
split_gain=0.000751029 0.000610418 0.00890237 0.000443208 0.00037586 0.000450953 0.00123014 0.00096149 0.000735437 0.000711083 0.000310311 0.000355988 0.000251796 0.000964946 0.000512179
threshold=0.083225000000000021 0.088315000000000018 0.088845000000000021 0.087575000000000028 0.23663500000000004 -0.06717999999999999 0.10850000000000003 0.10307000000000002 -0.072419999999999998 0.097255000000000022 -0.087529999999999983 -0.008564999999999998 -0.094139999999999988 -0.100285 0.11408000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 5 8 -7 -8 9 -4 -1 -12 13 -13 -14
right_child=-2 2 4 -5 -6 6 7 -9 -10 -11 11 12 14 -15 -16
leaf_value=-0.00025465190985278469 -0.00035913829494441275 -0.0013561332832065344 -3.4366907905347808e-05 0.00023378409047547191 -0.00028393070023668591 0.00049311484149877356 0.00027045276854717557 -0.00031455671178667194 -0.00033757081383978829 0.00035226244955699617 0.00025599035994955632 0 2.947494174373177e-05 -0.00029272850026169911 -0.00021509121682811776
leaf_weight=48 67 52 611 80 50 63 49 63 73 51 53 628 1618 136 89
leaf_count=48 67 52 611 80 50 63 49 63 73 51 53 628 1618 136 89
internal_value=0 -2.18717e-05 -8.76564e-05 2.923e-06 -1.80944e-05 -2.58843e-06 0.000140008 -5.13059e-05 -3.76537e-05 -3.34464e-06 -3.93947e-06 5.04104e-07 -4.64448e-06 -5.23872e-05 1.62441e-05
internal_weight=0 3664 1012 2652 960 910 175 112 735 662 2572 2524 2471 764 1707
internal_count=3731 3664 1012 2652 960 910 175 112 735 662 2572 2524 2471 764 1707
is_linear=0
shrinkage=0.0995203


Tree=9375
num_leaves=22
num_cat=0
split_feature=28 6 6 4 20 0 0 26 26 26 26 26 9 4 9 4 26 26 18 8 8
split_gain=0.000608447 0.000534798 0.00919434 0.000329861 0.00098716 0.000336686 0.000810376 0.000742364 0.000300358 0.00112923 0.000718312 0.00055084 0.000494286 0.00267647 0.00116665 0.000418504 0.000438557 0.000502877 0.000358624 0.000336438 0.000499283
threshold=0.083225000000000021 0.088750000000000023 0.089315000000000019 0.09939000000000002 -0.062334999999999995 -0.085794999999999996 -0.082339999999999983 0.093835000000000016 0.088325000000000028 0.090275000000000022 0.089485000000000023 0.088825000000000029 0.11296000000000002 0.11541000000000003 0.10153500000000003 0.14903500000000006 0.07987000000000001 1.0000000180025095e-35 -0.13579499999999997 -0.09547499999999999 -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
left_child=1 8 -3 4 -4 7 -7 -6 15 10 11 -10 13 14 -11 16 17 18 -1 -18 -21
right_child=-2 2 3 -5 5 6 -8 -9 9 12 -12 -13 -14 -15 -16 -17 19 -19 -20 20 -22
leaf_value=-0.00012961410950445456 -0.00032339666997822876 -0.001357697456465383 -0.00039901157025062396 0.00020267200996125509 0.00037159533459676963 -0.0002782301407116882 2.3314303565127893e-05 -0.00013494700627853724 0.00040578988447432515 1.4203534455778714e-05 0.00062913211424474346 -2.7096836394817743e-05 -0.00024618660115901191 0.00070333066014756341 -0.00044807445979707511 -0.0003140325200740981 -0.0002556846573889922 0.00035086651470248194 3.5807731003281742e-05 1.5853296121456188e-05 -0.00016752512055470309
leaf_weight=148 67 53 65 67 69 104 566 46 48 362 46 66 75 52 63 46 87 46 1002 436 217
leaf_count=148 67 53 65 67 69 104 566 46 48 362 46 66 75 52 63 46 87 46 1002 436 217
internal_value=0 -1.9723e-05 -8.31158e-05 -8.55576e-06 -2.61686e-05 3.66095e-06 -2.22708e-05 0.00016186 2.79827e-06 5.84998e-05 0.000291435 0.00014799 -7.53475e-06 2.82729e-05 -5.23962e-05 -1.67985e-05 -9.3133e-06 2.74551e-05 1.38068e-05 -6.98453e-05 -4.3832e-05
internal_weight=0 3664 970 917 850 785 670 115 2694 712 160 114 552 477 425 1982 1936 1196 1150 740 653
internal_count=3731 3664 970 917 850 785 670 115 2694 712 160 114 552 477 425 1982 1936 1196 1150 740 653
is_linear=0
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Tree=9376
num_leaves=19
num_cat=0
split_feature=9 1 20 0 0 3 17 28 6 8 8 9 9 9 8 6 6 18
split_gain=0.001043 0.00100027 0.00158319 0.000963118 0.000912006 0.000949597 0.000631419 0.000400933 0.000432676 0.000848856 0.00286313 0.000552858 0.000415459 0.000771111 0.000728208 0.00033783 0.000366587 0.000237334
threshold=0.11222500000000002 0.40780000000000011 -0.042414999999999994 -0.051394999999999996 -0.15137999999999999 0.13451500000000002 -0.56005499999999986 0.080855000000000024 0.096435000000000021 -0.08176499999999999 -0.078704999999999997 0.087155000000000024 0.084515000000000021 0.084675000000000014 -0.081415000000000001 -0.09007999999999998 0.10165000000000003 -0.034774999999999993
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 -4 -6 17 8 12 11 -11 -10 14 -14 -8 -2 -17 -1
right_child=3 2 4 -5 5 -7 7 -9 9 10 -12 -13 13 -15 -16 16 -18 -19
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leaf_weight=54 70 49 72 74 87 79 530 63 53 53 248 78 53 1607 406 65 54 53
leaf_count=54 70 49 72 74 87 79 530 63 53 53 248 78 53 1607 406 65 54 53
internal_value=0 -2.41421e-05 -0.000202238 0.000181231 -9.22212e-05 -0.000222866 -7.90309e-06 5.98849e-08 5.49452e-06 -8.63559e-05 -0.000179497 0.000121407 2.10947e-05 5.11789e-05 -3.13853e-05 5.71266e-05 -3.90989e-05 -0.000245587
internal_weight=0 3485 287 263 238 166 3198 3091 3028 432 301 131 2596 1660 936 189 119 107
internal_count=3748 3485 287 263 238 166 3198 3091 3028 432 301 131 2596 1660 936 189 119 107
is_linear=0
shrinkage=0.0995203


Tree=9377
num_leaves=20
num_cat=0
split_feature=8 9 21 3 3 3 6 8 8 9 8 9 9 8 3 20 20 10 10
split_gain=0.00094929 0.000820964 0.000965618 0.000396607 0.00151989 0.000589785 0.000577377 0.000674648 0.00224192 0.000720045 0.000438307 0.000634448 0.00123536 0.000729033 0.000484699 0.000572118 0.000370909 0.000359615 0.00142747
threshold=-0.50270999999999988 0.12188500000000002 0.10470500000000002 0.091225000000000014 0.091865000000000016 0.092300000000000021 0.088055000000000022 -0.049499999999999995 -0.07743499999999999 0.089105000000000018 -0.082299999999999998 0.086115000000000011 0.087155000000000024 -0.084674999999999986 0.089605000000000018 -0.009049999999999999 -0.081374999999999989 0.09056500000000002 0.086030000000000023
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 -6 10 8 9 -8 11 13 -13 -2 15 -12 -16 18 -7
right_child=1 2 -4 4 5 17 7 -9 -10 -11 14 12 -14 -15 16 -17 -18 -19 -20
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leaf_weight=87 482 90 57 82 46 1539 320 57 56 63 150 62 79 70 46 305 52 47 58
leaf_count=87 482 90 57 82 46 1539 320 57 56 63 150 62 79 70 46 305 52 47 58
internal_value=0 -6.2077e-07 0.000229556 -1.04827e-05 -4.37923e-05 -2.29798e-05 2.29307e-05 0.000113909 0.000156791 6.84359e-05 -1.26285e-05 -6.58841e-05 0.000119705 -0.000114773 5.26292e-05 9.69548e-05 -0.000144815 -3.32664e-05 -4.16876e-05
internal_weight=0 3661 147 3514 1772 1690 1742 496 439 383 1246 693 141 552 553 455 98 1644 1597
internal_count=3748 3661 147 3514 1772 1690 1742 496 439 383 1246 693 141 552 553 455 98 1644 1597
is_linear=0
shrinkage=0.0995203


Tree=9378
num_leaves=22
num_cat=0
split_feature=9 2 1 20 4 9 0 17 1 6 18 17 1 17 18 2 0 17 9 4 9
split_gain=0.000728263 0.00107631 0.000784295 0.00124978 0.00103576 0.000858454 0.000779744 0.000463427 0.000461389 0.000364964 0.000350332 0.000737218 0.000590724 0.000604936 0.00058757 0.00156488 0.00129646 0.000931703 0.000385814 0.000231233 0.00023081
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decision_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 7 -4 -5 9 8 19 20 -6 11 12 -9 -14 15 -12 -17 -16 -19 -1 -2
right_child=1 -3 3 4 5 -7 -8 10 -10 -11 14 -13 13 -15 17 16 -18 18 -20 -21 -22
leaf_value=-6.0326653498601978e-05 0.00020990019467460779 0.00057399489747371143 -0.00063787999655069976 0.00028455851416170938 -0.00019661456641875035 -0.00049275540790167998 0.00037998043158942585 0.00031373900026893955 -0.00027886172300118348 0.00015372573514711523 0.00061688266380540921 -0.00043396247654922936 -8.0498547956163016e-05 0.00016115699161228707 -0.0004312283337493563 0.00045121725425931143 -0.00016474469638662193 4.9709535365123545e-05 -4.5979078332771518e-05 -0.0003753502338684901 -8.4316897973884795e-05
leaf_weight=59 55 49 49 57 64 64 54 47 59 53 59 47 753 117 47 48 114 1236 623 48 46
leaf_count=59 55 49 49 57 64 64 54 47 59 53 59 47 753 117 47 48 114 1236 623 48 46
internal_value=0 0.000151551 -2.00375e-05 -0.00017773 -7.95536e-05 -0.000198742 5.09973e-05 -5.62957e-06 -5.49182e-05 -3.09166e-05 1.15586e-06 -4.83319e-05 -2.7674e-05 -4.70591e-05 2.39696e-05 0.000177709 1.27094e-05 5.71407e-06 1.72014e-05 -0.000209296 6.77951e-05
internal_weight=0 263 3485 287 238 181 214 3198 160 117 3091 964 917 870 2127 221 162 1906 1859 107 101
internal_count=3748 263 3485 287 238 181 214 3198 160 117 3091 964 917 870 2127 221 162 1906 1859 107 101
is_linear=0
shrinkage=0.0995203


Tree=9379
num_leaves=19
num_cat=0
split_feature=8 26 21 2 9 1 26 1 3 26 26 8 4 1 29 2 2 2
split_gain=0.000740251 0.000855728 0.000965838 0.00118194 0.00115009 0.000435615 0.000982022 0.000572013 0.000554541 0.000905149 0.00123026 0.000833853 0.000830268 0.00103639 0.000452268 0.000434692 0.00133524 0.00111532
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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 -5 7 14 8 9 11 -11 -2 13 -10 15 17 -17 -7
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leaf_weight=87 515 55 68 49 48 1069 57 74 337 56 47 125 58 87 50 90 826 50
leaf_count=87 515 55 68 49 48 1069 57 74 337 56 47 125 58 87 50 90 826 50
internal_value=0 0 0.000190078 0.00033096 0.000540381 -1.23739e-05 -4.01214e-05 3.27503e-05 1.58128e-05 7.02822e-05 0.000344728 2.48345e-05 -6.64532e-05 -0.000116136 -2.85603e-05 -3.618e-05 -8.70672e-05 4.74412e-06
internal_weight=0 3661 220 152 97 3441 2142 1299 1225 743 103 640 482 424 2085 2035 916 1119
internal_count=3748 3661 220 152 97 3441 2142 1299 1225 743 103 640 482 424 2085 2035 916 1119
is_linear=0
shrinkage=0.0995203


Tree=9380
num_leaves=24
num_cat=0
split_feature=1 17 18 9 29 24 0 4 4 5 8 23 5 27 0 9 4 18 4 1 18 4 5
split_gain=0.00266919 0.00876707 0.0211605 0.0300137 0.00107395 0.000799904 0.0007568 0.000786171 0.00107398 0.000709643 0.00064895 0.000535384 0.00047589 0.000469832 0.000801855 0.000352047 0.000526562 0.000459909 0.000598184 0.00083994 0.000580663 0.000327867 0.000192001
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decision_type=2 2 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 3 -3 5 6 7 8 -2 10 -4 -8 -9 14 -13 16 17 18 19 -1 -19 -10 -22
right_child=4 2 9 -5 -6 -7 11 12 21 -11 -12 13 -14 -15 -16 -17 -18 20 -20 -21 22 -23 -24
leaf_value=5.6020792383496764e-05 0.00037266500345557708 0.00020731375986687402 0 0.0036152939896448915 0.00035571732605648197 -0.00037235403468029887 -0.00027772627309481901 0.00014687052166808195 0 -0.00015865808144553754 0.00043217993456264351 -1.4106042712593736e-05 0.00062657093631321263 -0.00028491050301530582 0.0003107579936298044 -0.00025552911106223097 0.00031758768584191536 0.00036608238000541613 -0.00038670635803878255 -0.00030973814336993739 -0.00013640324403767118 -0.00036625104061040507 9.9075952548418854e-05
leaf_weight=273 56 56 70 48 82 59 77 47 52 85 65 2107 46 60 78 52 52 61 53 80 60 46 80
leaf_count=273 56 56 70 48 82 59 77 47 52 85 65 2107 46 60 78 52 52 61 53 80 60 46 80
internal_value=0 0.000188954 0.000618052 0.0017881 7.70673e-07 -9.99303e-06 -1.35234e-06 0.000163918 2.02938e-05 6.12164e-05 0.00020572 -1.92853e-05 0.000392944 -1.00565e-05 -2.1344e-06 -5.43213e-06 1.30602e-05 -1.16792e-05 -7.38444e-05 -2.45517e-05 0.000109816 -0.000172708 0
internal_weight=0 1035 324 104 2710 2628 2569 247 154 220 135 2322 93 2245 2185 711 659 607 406 353 201 98 140
internal_count=3745 1035 324 104 2710 2628 2569 247 154 220 135 2322 93 2245 2185 711 659 607 406 353 201 98 140
is_linear=0
shrinkage=0.0995203


Tree=9381
num_leaves=23
num_cat=0
split_feature=3 9 6 0 0 5 9 3 5 17 2 5 0 17 0 8 26 27 6 6 18 9
split_gain=0.00297143 0.0133009 0.0340769 0.000887718 0.00257245 0.000881222 0.00119165 0.00103588 0.000508509 0.000469509 0.00058528 0.000458349 0.00106506 0.000603569 0.000408221 0.00108877 0.000269061 0.000736925 0.000486798 0.000344657 0.000304275 0.000121794
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decision_type=2 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 21 4 8 7 11 9 -2 10 -1 -7 -13 -14 15 -5 19 18 -18 -16 -20 -3
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leaf_weight=57 73 47 51 74 54 56 46 58 48 66 77 89 47 85 47 52 46 56 1857 46 666 47
leaf_count=57 73 47 51 74 54 56 46 58 48 66 77 89 47 85 47 52 46 56 1857 46 666 47
internal_value=0 0.000228527 0.00108129 3.98652e-06 0.000221726 1.42941e-05 0.000125089 -0.000121242 -2.66544e-05 -9.66019e-06 -0.000120546 4.3991e-05 -1.69649e-05 0.000158463 -9.12383e-06 -0.000184273 -7.03128e-07 -6.89648e-06 5.7072e-07 0.000165307 -4.95948e-06 -3.38785e-05
internal_weight=0 726 145 3019 175 581 323 258 121 200 134 277 221 132 2844 126 2718 2625 2569 93 2523 94
internal_count=3745 726 145 3019 175 581 323 258 121 200 134 277 221 132 2844 126 2718 2625 2569 93 2523 94
is_linear=0
shrinkage=0.0995203


Tree=9382
num_leaves=21
num_cat=0
split_feature=3 18 17 21 6 0 17 18 17 2 8 18 6 28 18 18 9 2 8 9
split_gain=0.0024114 0.0107945 0.0461941 0.0013124 0.000733639 0.00057121 0.000885969 0.000542082 0.000577405 0.000648932 0.000508901 0.000554852 0.000440212 0.00035961 0.000344494 0.000744479 0.000385976 0.000326256 0.000276535 0.000227128
threshold=0.085505000000000012 -0.017129999999999996 -0.011174999999999999 0.20153000000000004 -0.48214499999999999 -0.086414999999999992 -0.11741999999999998 0.082540000000000016 -0.00095 -0.081734999999999988 -0.081534999999999982 -0.01205 -0.425425 0.084260000000000015 0.088635000000000019 0.092750000000000013 0.11222500000000002 -0.054390000000000001 -0.08569499999999998 0.084485000000000018
decision_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 -2 -1 -7 10 9 -9 11 -3 -6 14 16 -16 -14 -12 19 -13
right_child=3 7 -4 -5 12 6 -8 8 -10 -11 17 18 13 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.00026049595520235159 0.00038530125039564601 0.00042174354256186824 0.0034478671604663081 0.00053124867793408084 -0.00025236215153022793 -0.00018733343275058759 0.0003880945854328874 -9.0157296745093054e-05 7.121141884435016e-05 -0.00058730463483713661 -0.00034026833268842619 0.00021416903804665356 -3.0935814941625509e-05 -0.00024754888138944211 0.00027888541676367103 1.1917408166680188e-05 0.00015289196098061818 2.8516455789254465e-06 -0.00015643011037397785 -2.6783834654320791e-05
leaf_weight=58 47 46 50 46 73 46 59 64 53 50 49 84 1948 59 127 600 119 52 53 62
leaf_count=58 47 46 50 46 73 46 59 64 53 50 49 84 1948 59 127 600 119 52 53 62
internal_value=0 0.000205896 0.000801626 3.58977e-06 -4.29913e-06 -5.08298e-06 0.000128206 -3.98576e-05 -0.000187791 -0.000315385 2.91778e-05 0.000108655 -1.0837e-05 -4.37016e-06 4.71981e-07 5.96802e-05 -1.99566e-05 -0.000155507 3.21686e-05 0.00010624
internal_weight=0 726 213 3019 2973 163 105 513 167 114 346 245 2926 2853 2794 727 2067 101 199 146
internal_count=3745 726 213 3019 2973 163 105 513 167 114 346 245 2926 2853 2794 727 2067 101 199 146
is_linear=0
shrinkage=0.0995203


Tree=9383
num_leaves=20
num_cat=0
split_feature=3 5 5 8 21 3 4 6 6 3 10 10 7 0 21 0 2 6 26
split_gain=0.00194927 0.00689338 0.0217328 0.0312635 0.001064 0.000659331 0.000596011 0.000707697 0.000594848 0.00044335 0.000382348 0.00038958 0.000290714 0.000295024 0.000256021 0.000761986 0.000361979 0.000518332 0.000165364
threshold=0.085505000000000012 -0.012164999999999999 -0.0080599999999999995 -0.086064999999999989 0.20153000000000004 0.084855000000000028 0.084755000000000025 0.084985000000000019 -0.48214499999999999 0.084620000000000015 0.090150000000000022 0.086275000000000018 -0.073659999999999989 0.0083400000000000019 0.084095000000000017 -0.11239999999999999 -0.087614999999999985 0.085285000000000014 0.085855000000000029
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 8 6 7 -4 -2 14 11 12 -10 -14 15 -1 -17 -18 -11
right_child=4 2 5 -5 -6 -7 -8 -9 10 18 -12 -13 13 -15 -16 16 17 -19 -20
leaf_value=-0.0004296935443453684 0.00034695604282888057 4.5810914761381095e-05 0.00024941634558352249 0.0036577201459494584 0.00047837869900701292 0.0002888543760881854 -0.00038432961098318119 -0.00026720833183718323 -0.0002210653587659832 -0.00040456321210790842 -0.00025247134834642044 0.00026267915386775359 4.5798574464707885e-06 -0.00012050465666000954 0.00017942690199252115 -0.00018629154581711069 -1.1343618914947532e-05 0.00037732324912874844 -0.00010774062642367936
leaf_weight=46 47 50 59 46 46 52 55 47 63 48 63 53 2546 201 52 63 116 46 46
leaf_count=46 47 50 59 46 46 52 55 47 63 48 63 53 2546 201 52 63 116 46 46
internal_value=0 0.000185181 0.000541759 0.00178505 3.2595e-06 -1.47526e-05 -0.000117897 1.2624e-05 -3.81647e-06 -7.70826e-05 -9.73067e-06 -4.10325e-06 -9.42642e-06 -4.27466e-06 -1.89816e-05 -6.00734e-05 1.18551e-05 9.39654e-05 -0.000268019
internal_weight=0 726 309 96 3019 213 161 106 2973 417 2926 2863 2810 2747 323 271 225 162 94
internal_count=3745 726 309 96 3019 213 161 106 2973 417 2926 2863 2810 2747 323 271 225 162 94
is_linear=0
shrinkage=0.0995203


Tree=9384
num_leaves=23
num_cat=0
split_feature=5 3 7 3 5 5 26 0 2 2 2 17 0 3 9 8 9 9 26 0 0 9
split_gain=0.000937393 0.000791537 0.00105646 0.000624904 0.00104383 0.00212851 0.000930312 0.000800972 0.000493912 0.00193871 0.000728261 0.000447453 0.00137122 0.000738608 0.000381253 0.000733602 0.000422001 0.000367736 0.000702246 0.000649914 0.00088321 0.000375348
threshold=0.6362850000000001 0.085795000000000024 -0.075879999999999989 0.084065000000000015 -0.0078499999999999976 -0.011964999999999998 0.085005000000000011 -0.088174999999999989 -0.079555000000000001 -0.080069999999999988 -0.078784999999999994 -0.088734999999999994 -0.10287 0.089395000000000016 0.083925000000000013 -0.085814999999999989 0.084595000000000017 0.08401500000000002 0.085855000000000029 -0.11239999999999999 -0.086254999999999984 0.087885000000000019
decision_type=2 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 17 5 7 -6 -5 9 14 -10 12 -12 -13 15 -4 -16 18 19 -1 -21 -19
right_child=-2 2 8 4 6 -7 -8 -9 10 -11 11 13 -14 -15 16 -17 -18 21 -20 20 -22 -23
leaf_value=-0.00031709322013435357 -0.00047136594095334856 0.00043256348315555697 -0.00043943164926925267 -0.00038784673412393331 -0.0002341638386521218 -0.00086741597038903688 0.00035211297832982548 4.1900060879483545e-05 -0.00037401078892939857 0.00060920139203377249 -0.00060865922700064571 0.00027214878169969282 -4.4857334372145783e-05 -2.5189654448411695e-05 0.00025617655650823321 6.7445603844184387e-05 1.1020546944920618e-05 0.00033596075021165018 -0.00034126732468074645 0.00041315620720205534 -6.04324105321791e-05 -1.3454400275951052e-05
leaf_weight=50 47 55 52 78 57 57 50 89 65 56 51 90 291 1024 75 57 1115 46 82 57 117 78
leaf_count=50 47 55 52 78 57 57 50 89 65 56 51 90 291 1024 75 57 1115 46 82 57 117 78
internal_value=0 -2.29647e-05 2.37039e-07 -0.000113402 -0.000216639 -0.000339133 3.21466e-05 -0.000153918 -7.74604e-06 3.56071e-05 -4.69059e-05 -3.17408e-05 -0.000131327 -4.32835e-07 1.02492e-05 -0.000166857 2.71595e-05 -3.20306e-05 -9.20847e-05 0 9.0004e-05 0.000109566
internal_weight=0 3692 2931 761 331 224 107 167 2876 1355 1521 1456 342 1114 1299 109 1190 430 306 224 174 124
internal_count=3739 3692 2931 761 331 224 107 167 2876 1355 1521 1456 342 1114 1299 109 1190 430 306 224 174 124
is_linear=0
shrinkage=0.0995203


Tree=9385
num_leaves=19
num_cat=0
split_feature=5 3 7 6 18 17 9 26 26 8 8 10 8 21 8 18 3 6
split_gain=0.000765796 0.000655245 0.000853743 0.000670858 0.000532035 0.00161395 0.000772598 0.000590105 0.000935767 0.000513194 0.00100002 0.000893161 0.000597426 0.000837993 0.000456557 0.000409911 0.000458017 0.000203007
threshold=0.63455500000000009 0.085730000000000015 -0.075879999999999989 0.21988000000000005 -0.016464999999999997 -0.011809999999999999 0.083715000000000026 0.088165000000000021 0.087435000000000027 -0.057284999999999996 -0.050299999999999997 0.086275000000000018 -0.074504999999999988 0.11707000000000002 -0.077604999999999993 0.084405000000000022 0.084465000000000026 0.084410000000000027
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 -1 8 15 12 -11 -12 14 -14 -4 17 -17 -6
right_child=-2 2 3 -5 7 -7 -8 -9 -10 10 11 -13 13 -15 -16 16 -18 -19
leaf_value=-0.00026164814915846527 -0.00038558330394937467 0.00038951468444497356 -1.9472687748256443e-05 -0.0003301197078173737 9.2136647755651729e-05 -0.00065590776381738798 0.00016372603370636194 0.00019499902152868848 -0.00046976382962151569 0.00047355226138745543 9.9272144800485879e-06 0.00046162094307540611 -0.00023323834949114832 0.0001762274305105738 0.00018405349835879024 -2.9823248489687627e-06 -0.00042806208001402134 -8.911633679853011e-05
leaf_weight=91 58 55 1432 62 181 64 77 83 57 55 846 46 257 59 118 61 48 89
leaf_count=91 58 55 1432 62 181 64 77 83 57 55 846 46 257 59 118 61 48 89
internal_value=0 -2.01073e-05 8.73768e-07 -6.27637e-06 -0.000103054 -0.000229229 -6.18122e-05 -4.50748e-05 -9.26545e-05 5.70299e-07 6.05234e-05 3.41386e-05 -2.94174e-05 -0.000154197 -3.45029e-06 -3.37788e-05 -0.000197684 2.93583e-05
internal_weight=0 3681 2930 2875 751 232 168 519 436 2813 947 892 1866 316 1550 379 109 270
internal_count=3739 3681 2930 2875 751 232 168 519 436 2813 947 892 1866 316 1550 379 109 270
is_linear=0
shrinkage=0.0995203


Tree=9386
num_leaves=18
num_cat=0
split_feature=5 21 3 7 3 21 8 17 3 2 3 2 2 17 17 3 21
split_gain=0.000629034 0.000591684 0.000623273 0.000634099 0.000647831 0.000546883 0.00143336 0.00113702 0.000352761 0.00115441 0.00112549 0.00069517 0.000840285 0.000334394 0.000285401 0.00180589 0.000599965
threshold=0.6362850000000001 0.15372000000000005 0.090135000000000021 -0.074779999999999999 0.090595000000000023 -0.014264999999999998 -0.086404999999999996 -0.0071449999999999994 0.088605000000000017 -0.082794999999999994 0.089165000000000022 -0.084385000000000002 -0.085804999999999992 -0.093784999999999993 0.0041300000000000009 0.091865000000000016 0.096850000000000033
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 -5 6 -1 -8 11 -10 -11 12 -7 -13 16 -16 -6
right_child=-2 -3 3 4 14 8 7 -9 9 10 -12 13 -14 -15 15 -17 -18
leaf_value=-0.00032277642153925417 -0.00038608216316500472 -0.00028012786661290613 0.0003714392575601563 0.00031914569271206963 7.7788123553820869e-05 -7.9359367442148577e-05 2.8112115727280201e-05 0.00063079607372438921 8.9414840437378567e-05 -0.00074221747202459095 -0.00014642373995740309 -0.00015034847238691782 -0.00040502063570681382 3.8873266682011481e-05 -0.00059967220550780141 0 -7.6216335027056746e-05
leaf_weight=55 47 84 51 67 866 402 80 54 84 52 91 110 101 568 54 625 348
leaf_count=55 47 84 51 67 866 402 80 54 84 52 91 110 101 568 54 625 348
internal_value=0 -1.85698e-05 -1.22534e-05 2.43199e-05 1.487e-05 -5.88205e-05 9.81972e-05 0.000277094 -8.04788e-05 -0.000195635 -0.000368801 -5.76516e-05 -0.000146378 6.96615e-06 3.66818e-06 -4.75112e-05 3.29675e-05
internal_weight=0 3692 3608 2011 1960 1597 189 134 1408 227 143 1181 503 678 1893 679 1214
internal_count=3739 3692 3608 2011 1960 1597 189 134 1408 227 143 1181 503 678 1893 679 1214
is_linear=0
shrinkage=0.0995203


Tree=9387
num_leaves=16
num_cat=0
split_feature=5 21 3 7 1 1 3 5 2 8 8 10 26 8 1
split_gain=0.000519959 0.000481742 0.000535351 0.00063925 0.000489222 0.000842193 0.000526993 0.00107558 0.000444806 0.000393007 0.000814258 0.000722622 0.000498219 0.00158319 0.000342571
threshold=0.63455500000000009 0.15372000000000005 0.085730000000000015 -0.075879999999999989 -0.50763499999999995 -0.15353499999999998 0.083955000000000016 -0.0078499999999999976 -0.087614999999999985 -0.057284999999999996 -0.049499999999999995 0.086175000000000015 0.11538500000000003 -0.070134999999999989 -0.083284999999999984
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 8 -8 -7 12 -11 -12 14 -14 -5
right_child=-2 -3 3 9 5 6 7 -9 -10 10 11 -13 13 -15 -16
leaf_value=0.00022302962754997048 -0.00031754234678637553 -0.00025224947992885937 0.00035473529577471788 -9.6284141336194079e-05 -0.00049130069660904363 -0.00015321830407174613 -0.00027522982471948844 0.0001286731766753282 9.6059514068884056e-05 0.0003989650216452168 6.1353380445554993e-06 0.00040875155422153054 0.00012528075144879202 -0.00052550987947113661 1.3516461297775981e-05
leaf_weight=46 58 84 52 352 53 104 237 87 219 64 816 47 71 74 1375
leaf_count=46 58 84 52 352 53 104 237 87 219 64 816 47 71 74 1375
internal_value=0 -1.62262e-05 -1.04868e-05 8.89301e-06 -8.56482e-05 -0.000107102 -7.43647e-05 -0.000164248 1.32622e-05 2.17546e-06 5.54356e-05 2.90109e-05 -2.37613e-05 -0.000201201 -8.38927e-06
internal_weight=0 3681 3597 2851 746 700 647 324 323 2799 927 863 1872 145 1727
internal_count=3739 3681 3597 2851 746 700 647 324 323 2799 927 863 1872 145 1727
is_linear=0
shrinkage=0.0995203


Tree=9388
num_leaves=27
num_cat=0
split_feature=8 8 23 8 26 2 17 6 17 23 19 2 6 8 5 21 0 0 5 0 0 0 17 26 17 0
split_gain=0.00149309 0.0142023 0.000664732 0.00067266 0.000562992 0.00130769 0.00279712 0.000780188 0.00139421 0.00043136 0.000415391 0.00040747 0.00063041 0.000356271 0.000455274 0.000391807 0.000205917 0.000650531 0.000406076 0.000603997 0.000374835 0.000163487 0.000203077 0.000735222 0.000250007 6.33463e-05
threshold=-0.092094999999999996 -0.093384999999999982 0.086085000000000023 -0.084674999999999986 0.087625000000000022 -0.079844999999999985 -0.012064999999999999 0.085465000000000027 -0.0088649999999999996 -1.0000000180025095e-35 -0.10411999999999999 -0.086304999999999993 -0.01146 -0.083574999999999997 -0.012464999999999999 -0.023324999999999999 -0.10806499999999999 -0.11524 -0.084089999999999984 -0.14574499999999999 -0.096019999999999994 -0.087965000000000002 -0.0064000000000000003 0.084815000000000015 -0.087770000000000001 -0.16423499999999999
decision_type=2 2 2 2 2 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 7 6 -6 11 -9 -5 -11 -2 -13 14 -12 -15 17 18 19 25 -18 -22 24 -24 -23 -1
right_child=2 -3 -4 9 5 -7 -8 8 -10 10 13 12 -14 15 -16 -17 20 -19 -20 -21 21 22 23 -25 -26 -27
leaf_value=-3.2102701884553298e-05 0.00029614308315479334 -0.0017594383157725835 0.00037247242268551636 0.00020986719902835521 -9.1072695399834516e-05 -0.00010657282303440928 0.00080029654433062358 0.00012993711370138912 -0.00060676486912759756 0.00022280219180451034 -0.00036104903824668935 -5.9624965441941721e-05 0.00026737713579930259 9.7339299773958394e-05 1.3123833709433736e-06 -4.8700270424598856e-05 -0.00026350166077053488 0.00035637474232856132 0.00020287619811428304 -0.00035088600196925377 0.00012659443011884308 -0.00010904556892250994 4.1396171859572168e-05 -0.00046180127316204406 0.00021236755611357905 0.00012387358935952335
leaf_weight=46 75 51 47 71 61 76 77 50 49 58 77 203 81 198 54 1897 84 51 50 66 57 47 70 46 46 46
leaf_count=46 75 51 47 71 61 76 77 50 49 58 77 203 81 198 54 1897 84 51 50 66 57 47 70 46 46 46
internal_value=0 -0.000163864 8.53325e-07 -4.64634e-06 8.28557e-05 0.000216498 0.000400354 1.8624e-05 -0.000226424 -2.99627e-05 -3.77764e-05 8.84803e-05 3.07573e-05 -4.49337e-05 -0.00020543 -3.45072e-05 -2.89006e-05 3.62236e-05 -3.83393e-05 -0.000119855 -7.94315e-05 -1.82264e-05 -6.16399e-05 -0.000151091 4.11306e-05 3.69874e-05
internal_weight=0 660 3074 3027 672 214 138 458 99 2355 2284 359 284 2226 131 2095 609 259 208 158 350 266 209 116 93 92
internal_count=3734 660 3074 3027 672 214 138 458 99 2355 2284 359 284 2226 131 2095 609 259 208 158 350 266 209 116 93 92
is_linear=0
shrinkage=0.0995203


Tree=9389
num_leaves=26
num_cat=0
split_feature=18 18 26 6 6 17 9 9 9 17 18 17 21 26 9 24 3 18 2 26 21 26 3 9 3
split_gain=0.0010674 0.0218649 0.000558918 0.00070038 0.000814487 0.000604355 0.000610094 0.00313725 0.00174936 0.000551332 0.000546282 0.000690313 0.000535958 0.000557732 0.000736854 0.00145028 0.000400695 0.000736147 0.000571001 0.000791635 0.000471845 0.000652565 0.000474959 0.000307569 0.000138069
threshold=0.086285000000000014 0.087810000000000013 -0.23202999999999999 -0.029794999999999999 -0.012574999999999999 0.51292000000000015 0.097200000000000022 0.094435000000000033 0.10312000000000003 -0.031185000000000001 0.091085000000000013 -0.042709999999999991 -0.079279999999999989 -0.14678499999999997 0.11408000000000003 -0.070254999999999998 0.088745000000000032 0.095920000000000019 -0.078289999999999985 0.10725000000000003 0.090000000000000011 0.11861500000000001 0.10871500000000002 0.08648500000000002 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 2 2
left_child=2 -2 9 12 -5 6 7 -6 -8 -1 11 -3 -4 -14 15 -15 17 -12 19 24 21 -20 -22 -19 -18
right_child=1 10 3 4 5 -7 8 -9 -10 -11 16 -13 13 14 -16 -17 18 23 20 -21 22 -23 -24 -25 -26
leaf_value=0 -0.0021862586387942015 6.3937572053047504e-05 0.00038555993145164655 -0.00036561050740436428 -1.4045927850953899e-05 -0.000286093004776563 -0.00068387853260351301 0.00070067728732286583 6.3487085753831157e-05 -0.00047462359109817662 0.00048435405496211791 -0.00039790415654833802 0.00038940340638766421 0.00061011685025448407 -0.00025684118283009606 3.6251462376363748e-05 6.3849269334010584e-05 -0.00011833632125160052 4.2131593688770915e-05 -0.00050739930231460722 0.00013520667658803789 0.00046342049244699061 -0.00017679331725234989 0.00018531184822447136 -0.00014599951998414719
leaf_weight=47 48 53 52 69 1199 77 48 64 83 47 50 72 48 46 76 975 68 65 128 48 79 54 119 65 54
leaf_count=47 48 53 52 69 1199 77 48 64 83 47 50 72 48 46 76 975 68 65 128 48 79 54 119 65 54
internal_value=0 -0.000119412 4.60918e-06 1.30875e-05 -3.09282e-05 -1.46728e-05 0 2.15231e-05 -0.000204108 -0.000233544 -2.42144e-06 -0.000195534 7.03997e-05 5.53717e-05 4.00097e-05 6.29081e-05 2.95244e-05 0.000158729 -1.12721e-05 -0.000164102 5.49451e-05 0.000171627 -4.8174e-05 2.71907e-05 -2.23246e-05
internal_weight=0 903 2831 2737 1540 1471 1394 1263 131 94 855 125 1197 1145 1097 1021 730 180 550 170 380 182 198 130 122
internal_count=3734 903 2831 2737 1540 1471 1394 1263 131 94 855 125 1197 1145 1097 1021 730 180 550 170 380 182 198 130 122
is_linear=0
shrinkage=0.0995203


Tree=9390
num_leaves=22
num_cat=0
split_feature=8 8 25 8 17 8 8 9 9 4 0 0 3 0 0 1 0 0 0 3 17
split_gain=0.00118465 0.0112445 0.000701448 0.000615718 0.000675741 0.000512512 0.000752307 0.000313681 0.000966902 0.000682551 0.000302848 0.00123579 0.000514614 0.000138643 0.000482463 0.000362685 0.000379776 0.000329404 0.000158212 0.000226741 0.000242116
threshold=-0.092094999999999996 -0.093384999999999982 1.0000000180025095e-35 -0.086254999999999984 0.066010000000000027 -0.085764999999999994 -0.085385000000000003 0.094375000000000028 0.091885000000000022 0.10606500000000003 -0.081674999999999984 -0.084665000000000004 0.08511500000000001 -0.10806499999999999 -0.11524 -0.010764999999999999 -0.15137999999999999 -0.096019999999999994 -0.086254999999999984 0.11926500000000002 -0.0062099999999999994
decision_type=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 4 10 -5 -7 8 -8 -9 11 12 -2 14 15 -1 -17 -15 -19 20 -20
right_child=2 -3 -4 5 -6 6 7 9 -10 -11 -12 -13 -14 17 -16 16 -18 18 19 -21 -22
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leaf_weight=59 101 51 65 60 58 46 1468 653 224 83 79 69 168 84 51 65 84 77 66 73 50
leaf_count=59 101 51 65 60 58 46 1468 653 224 83 79 69 168 84 51 65 84 77 66 73 50
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internal_weight=0 660 3074 3009 475 2534 2474 2428 1692 736 417 338 269 609 259 208 149 350 266 189 116
internal_count=3734 660 3074 3009 475 2534 2474 2428 1692 736 417 338 269 609 259 208 149 350 266 189 116
is_linear=0
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Tree=9391
num_leaves=25
num_cat=0
split_feature=8 8 25 8 17 8 8 26 26 26 18 9 26 1 2 0 0 6 26 0 17 26 26 1
split_gain=0.000955174 0.00912278 0.000568825 0.00049961 0.000547143 0.000415231 0.000610373 0.000318507 0.00119403 0.00117556 0.000298809 0.00093704 0.000469403 0.000830092 0.000800756 0.000112313 0.000389774 0.000384978 0.000415215 0.000268708 0.000165727 0.000614649 0.000431319 0.000100832
threshold=-0.092094999999999996 -0.093384999999999982 1.0000000180025095e-35 -0.086254999999999984 0.066010000000000027 -0.085764999999999994 -0.085385000000000003 0.087745000000000031 0.088435000000000027 0.087170000000000011 -0.015440000000000001 0.084055000000000032 0.086985000000000021 -0.010395 -0.079844999999999985 -0.10806499999999999 -0.11524 -0.083069999999999991 0.087495000000000031 -0.096019999999999994 -0.0064000000000000003 0.08598500000000002 0.085465000000000027 -0.078954999999999984
decision_type=2 2 2 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 3 4 10 -5 -7 9 -9 -8 11 -2 13 -12 -14 16 17 18 -1 -17 22 23 -21 -22
right_child=2 -3 -4 5 -6 6 7 8 -10 -11 12 -13 14 -15 -16 19 -18 -19 -20 20 21 -23 -24 -25
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leaf_weight=76 52 51 65 60 58 46 1258 71 1048 51 98 57 86 71 53 84 51 86 46 64 46 56 52 48
leaf_count=76 52 51 65 60 58 46 1258 71 1048 51 98 57 86 71 53 84 51 86 46 64 46 56 52 48
internal_value=0 -0.000128948 2.77133e-06 -3.2518e-06 9.00876e-05 -2.10714e-05 -1.44485e-05 -2.15699e-05 -6.06719e-05 1.12311e-05 4.79961e-05 0.000189642 0 -0.000113538 0.000133318 -2.05098e-05 2.70478e-05 -2.9877e-05 -0.000146708 -5.80413e-05 -5.85024e-06 -7.77525e-05 8.00697e-05 7.05906e-05
internal_weight=0 660 3074 3009 475 2534 2474 2428 1119 1309 417 109 308 169 139 609 259 208 122 350 266 150 116 94
internal_count=3734 660 3074 3009 475 2534 2474 2428 1119 1309 417 109 308 169 139 609 259 208 122 350 266 150 116 94
is_linear=0
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Tree=9392
num_leaves=15
num_cat=0
split_feature=3 17 18 22 0 1 18 18 1 1 8 36 5 8
split_gain=0.00312309 0.0184948 0.00118456 0.000435955 0.000788689 0.000434517 0.00124037 0.00812038 0.000886975 0.000704383 0.000596019 0.00036494 0.000519031 4.41419e-05
threshold=0.081685000000000021 0.0084900000000000028 -0.47082499999999999 0.12975500000000004 -0.25289499999999993 -0.083284999999999984 -0.016464999999999997 -0.029094999999999999 -0.085574999999999998 -0.082344999999999988 -0.075449999999999989 0.089535000000000017 0.00093000000000000016 -0.082419999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -2 4 -4 6 7 -6 -8 -7 -11 12 13 -1
right_child=2 -3 3 -5 5 9 8 -9 -10 10 -12 -13 -14 -15
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leaf_weight=65 47 46 48 67 410 48 353 48 72 1350 1017 64 58 47
leaf_count=65 47 46 48 67 410 48 353 48 72 1350 1017 64 58 47
internal_value=0 0.000348924 3.09844e-06 -3.49678e-06 -8.76632e-06 -2.68735e-06 -6.2644e-05 -0.000176716 5.8359e-05 1.88957e-05 1.08861e-05 -6.20592e-06 6.64152e-05 0.000194989
internal_weight=0 280 3460 3413 3346 3298 883 458 425 2415 2367 234 170 112
internal_count=3740 280 3460 3413 3346 3298 883 458 425 2415 2367 234 170 112
is_linear=0
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Tree=9393
num_leaves=14
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split_feature=3 4 19 13 10 5 5 21 1 9 0 5 1
split_gain=0.00253235 0.0151206 0.000802442 0.000546511 0.000488243 0.000723448 0.000417043 0.000555251 0.000505227 0.00100122 0.000543431 0.000397071 0.000386809
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 11 5 6 7 -4 9 -8 -10 -3 -13
right_child=2 3 4 -5 -6 -7 8 -9 10 -11 -12 12 -14
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leaf_weight=48 58 47 49 58 64 59 698 55 1500 112 865 65 62
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internal_value=0 0.000314199 2.76654e-06 -1.49583e-05 -3.25288e-06 1.72397e-06 -4.24428e-06 -0.000200428 1.92406e-06 -6.56307e-05 2.54073e-05 -0.000106451 -8.3281e-06
internal_weight=0 280 3460 232 3402 3338 3279 104 3175 810 2365 174 127
internal_count=3740 280 3460 232 3402 3338 3279 104 3175 810 2365 174 127
is_linear=0
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Tree=9394
num_leaves=13
num_cat=0
split_feature=3 17 19 10 5 8 2 0 2 12 11 2
split_gain=0.0020537 0.0148353 0.000650801 0.0003958 0.000586731 0.000393976 0.000875125 0.001459 0.000516721 0.000255248 0.000315109 0.000311263
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 4 5 -4 8 -8 -7 10 -1 -12
right_child=2 -3 3 -5 -6 6 7 -9 -10 -11 11 -13
leaf_value=3.6717621740243824e-05 0.00033313326671249952 0.0019171015358676778 -0.00021798014490758576 -0.00024818818488233106 0.00031272928725735818 5.3775961435440514e-07 0.00062200347145266303 -1.622892634715291e-05 -0.00017167325823974606 0.00015622693513199666 -2.0564466787959802e-05 -0.00039877876663541088
leaf_weight=87 58 46 83 64 59 2871 59 83 183 51 48 48
leaf_count=87 58 46 83 64 59 2871 59 83 183 51 48 48
internal_value=0 0.00028293 2.44412e-06 -2.9531e-06 1.50359e-06 -3.84673e-06 1.45817e-06 0.000243187 -9.51332e-06 -3.48199e-05 -9.25358e-05 -0.000218199
internal_weight=0 280 3460 3402 3338 3279 3196 142 3054 234 183 96
internal_count=3740 280 3460 3402 3338 3279 3196 142 3054 234 183 96
is_linear=0
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Tree=9395
num_leaves=18
num_cat=0
split_feature=18 3 18 26 10 10 10 9 18 9 2 18 36 4 4 4 12
split_gain=0.00191945 0.0147727 0.00085136 0.000463089 0.000412942 0.000470466 0.00050015 0.000401207 0.000603904 0.000701941 0.000543886 0.00152021 0.000374087 0.000678773 0.000802785 0.000430691 4.85725e-05
threshold=-0.10082999999999999 0.084145000000000011 -0.47082499999999999 0.096155000000000018 0.090150000000000022 0.086175000000000015 0.079955000000000012 0.089645000000000016 -0.13579499999999997 0.097035000000000024 0.10003000000000002 -0.1394 0.08605500000000002 0.13240000000000005 0.13707500000000003 0.12182500000000003 -0.079920000000000005
decision_type=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 12 10 9 -9 11 -4 13 15 -15 -2 -14
right_child=4 2 3 -5 -6 -7 -8 8 -10 -11 -12 -13 16 14 -16 -17 -18
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leaf_weight=46 2745 47 76 69 72 48 48 48 57 53 46 47 46 46 136 61 49
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internal_value=0 0.000205187 2.70473e-05 -1.85056e-05 -6.09945e-06 -5.03386e-07 -5.50071e-06 2.86909e-05 0.000144497 0 -7.47338e-05 -0.000187471 -2.71735e-07 5.64352e-06 0.000192034 -6.15424e-06 -0.000194939
internal_weight=0 489 443 396 3251 3179 3131 327 158 101 169 123 3083 2988 182 2806 95
internal_count=3740 489 443 396 3251 3179 3131 327 158 101 169 123 3083 2988 182 2806 95
is_linear=0
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Tree=9396
num_leaves=20
num_cat=0
split_feature=20 18 0 18 0 9 0 0 0 26 9 8 26 1 26 11 11 4 8
split_gain=0.0271038 0.00425069 0.0191425 0.00736017 0.000547161 0.000496549 0.00173175 0.00148338 0.000571151 0.000437596 0.000430926 0.000740962 0.000490948 0.000821442 0.000348732 0.000902984 0.000942088 0.000267999 0.000545107
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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 5 6 8 -8 -5 -7 17 -12 -13 -14 -6 -16 -17 18 -4
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leaf_weight=48 49 77 54 492 53 55 48 58 70 79 52 51 56 79 46 57 2201 55 62
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internal_value=0 -2.16213e-05 -0.000305492 1.83027e-05 -4.87215e-06 -7.60823e-05 -0.000111726 -0.000481414 -4.05414e-05 9.54937e-05 -8.07144e-05 2.50483e-06 -8.68585e-05 -0.000189136 1.90107e-05 2.51375e-05 1.58694e-05 -0.000201327 -0.00028744
internal_weight=0 3694 458 3236 3159 802 668 106 562 134 409 238 186 135 2357 2304 2258 171 116
internal_count=3742 3694 458 3236 3159 802 668 106 562 134 409 238 186 135 2357 2304 2258 171 116
is_linear=0
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Tree=9397
num_leaves=22
num_cat=0
split_feature=6 18 18 18 18 26 0 6 22 26 26 26 6 9 4 3 9 26 17 3 9
split_gain=0.0225715 0.00360119 0.0170296 0.0109501 0.000554802 0.000685893 0.00050035 0.000972139 0.001484 0.00048372 0.000616858 0.00126228 0.000853903 0.000558935 0.00205164 0.00193654 0.000446118 0.000376009 0.000944234 0.000367731 0.000104843
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=46 53 50 47 69 84 68 2031 88 58 393 46 148 87 77 51 51 52 61 77 57 48
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internal_value=0 -1.77083e-05 -0.000271158 2.02198e-05 -7.51883e-05 0 -2.67153e-06 -0.000131902 -0.000333654 9.23278e-06 -1.07237e-05 -0.000180682 4.45724e-06 9.13274e-05 0.000144856 -8.79536e-05 -0.000241925 8.1867e-05 0.000188021 3.91595e-05 -6.5268e-05
internal_weight=0 3689 483 3206 436 300 3156 272 127 2884 2312 194 2118 572 444 128 136 232 138 145 94
internal_count=3742 3689 483 3206 436 300 3156 272 127 2884 2312 194 2118 572 444 128 136 232 138 145 94
is_linear=0
shrinkage=0.0995203


Tree=9398
num_leaves=20
num_cat=0
split_feature=21 8 18 26 26 8 5 0 26 5 18 0 2 18 19 4 4 8 0
split_gain=0.0130134 0.00293227 0.0173016 0.00233585 0.00800637 0.000685833 0.000785689 0.000593694 0.000870265 0.000475651 0.000494553 0.000577475 0.000552825 0.000744797 0.000348458 0.000105258 0.000297124 0.000278957 8.6212e-05
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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 7 15 -7 8 -3 -5 12 -12 13 -11 -13 16 18 -17 -4
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leaf_weight=74 46 69 103 81 51 55 49 53 47 607 74 1948 46 70 104 59 49 82 75
leaf_count=74 46 69 103 81 51 55 49 53 47 607 74 1948 46 70 104 59 49 82 75
internal_value=0 -1.60033e-05 -0.000235553 1.98406e-05 0.000332632 -5.42165e-05 -0.000280109 0 0.000128891 -3.36609e-06 3.11151e-06 2.75659e-05 -6.76648e-05 -9.12486e-05 3.77614e-05 7.39818e-06 5.12894e-05 -5.74578e-05 -3.95408e-06
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internal_count=3742 3668 518 3150 220 472 104 169 116 2930 2849 2126 723 677 2052 368 227 141 178
is_linear=0
shrinkage=0.0995203


Tree=9399
num_leaves=17
num_cat=0
split_feature=20 18 18 18 6 26 2 6 5 0 20 8 5 2 5 18
split_gain=0.0188858 0.0027046 0.0163404 0.00586062 0.000424439 0.000439514 0.0007574 0.000412879 0.00106254 0.000488442 0.00040424 0.000643794 0.000399436 0.000855141 0.000323062 4.01474e-05
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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 7 -7 9 -9 -5 11 -2 15 -14 -15 -12
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leaf_weight=48 78 77 50 746 48 69 54 46 66 2130 46 50 83 48 55 48
leaf_count=48 78 77 50 746 48 69 54 46 66 2130 46 50 83 48 55 48
internal_value=0 -1.27167e-05 -0.000239203 1.90854e-05 -1.56571e-06 -6.35458e-06 0.000177525 -1.41979e-05 -0.000201915 -6.60299e-06 -2.90678e-05 0.000114535 -9.76383e-05 -0.000183312 3.75768e-07 6.31781e-05
internal_weight=0 3694 458 3236 3159 3111 123 2988 112 2876 408 128 280 186 103 94
internal_count=3742 3694 458 3236 3159 3111 123 2988 112 2876 408 128 280 186 103 94
is_linear=0
shrinkage=0.0995203


Tree=9400
num_leaves=22
num_cat=0
split_feature=18 18 5 20 17 5 17 18 18 17 17 0 0 26 17 20 5 5 20 17 0
split_gain=0.00505174 0.0165906 0.00186596 0.00144425 0.00125856 0.01598 0.00135392 0.00195543 0.000878456 0.00079435 0.000962503 0.000833662 0.00125027 0.000798279 0.000614493 0.000658705 0.000606654 0.000575782 0.000558877 0.000615565 0.000707458
threshold=-0.10082999999999999 -0.10872 0.63223000000000018 -0.24910499999999999 -0.008454999999999999 -0.13955999999999999 -0.015100000000000001 -0.017129999999999996 -0.095364999999999991 -0.0065549999999999992 -0.0044799999999999987 -0.083995 -0.082794999999999994 0.12236500000000003 -0.46515999999999996 -0.077579999999999996 0.44834500000000005 -0.013944999999999999 -0.074014999999999984 -0.11045499999999998 -0.053679999999999999
decision_type=2 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 -2 5 -5 8 -8 -7 -6 -11 13 -13 -12 15 -1 -10 -9 -16 20 -20
right_child=3 -3 -4 4 9 6 7 17 16 10 11 12 -14 -15 18 -17 -18 -19 19 -21 -22
leaf_value=-0.0003742790139701481 0.00045709892837661204 0.0020797321283678753 0.00068825307233325169 -0.0018482369018011557 0.00037872663577863077 -0.00039039707715352593 -0.00070897426048350956 -0.00025970357282448339 9.3751814749150262e-09 -0.00042147163472534745 6.5982580533539649e-05 -0.00055538909686873481 -1.7622993626199747e-05 0.00047505648462070198 0.00036934106983533459 6.5378203429906177e-05 0.00033918347143775126 0.00023521119141059168 0.0001806486293265778 0.00035552072113319728 -0.00028190040708752463
leaf_weight=58 61 48 52 50 61 55 69 46 1135 49 853 46 687 51 76 75 55 47 59 46 71
leaf_count=58 61 48 52 50 61 55 69 46 1135 49 853 46 687 51 76 75 55 47 59 46 71
internal_value=0 0.00032234 0.000127434 -2.17521e-05 -3.11243e-05 -9.95393e-05 -3.68146e-05 -0.000307473 -9.38841e-07 2.54652e-05 1.21985e-05 2.56796e-05 -5.24878e-05 8.99664e-05 4.95611e-05 -0.000120197 1.63734e-05 -7.82938e-07 0.000142404 3.97574e-05 -6.56772e-05
internal_weight=0 485 437 3265 3204 1457 1407 162 1245 1747 1686 1637 733 904 385 133 1190 93 252 176 130
internal_count=3750 485 437 3265 3204 1457 1407 162 1245 1747 1686 1637 733 904 385 133 1190 93 252 176 130
is_linear=0
shrinkage=0.0995203


Tree=9401
num_leaves=26
num_cat=0
split_feature=18 18 6 5 2 2 0 6 1 6 2 20 5 6 2 2 1 2 5 0 19 18 0 0 6
split_gain=0.00410929 0.0134421 0.00188416 0.00151 0.00131783 0.0150226 0.0010828 0.00100717 0.000790592 0.00413702 0.00335563 0.00095344 0.000562905 0.000844283 0.000701732 0.000505294 0.000511569 0.000458307 0.000440888 0.000530116 0.000388984 0.000420003 0.000333179 0.000194206 0.000133194
threshold=-0.10082999999999999 -0.10872 0.15358000000000002 0.63223000000000018 -0.081804999999999989 -0.082139999999999991 -0.079564999999999983 0.10449000000000003 -0.083284999999999984 0.091495000000000007 -0.083534999999999984 -0.0088249999999999978 0.070325000000000013 0.11816500000000002 -0.078289999999999985 0.096520000000000022 -0.16855499999999998 -0.084385000000000002 0.51100000000000012 -0.074819999999999984 0.12477000000000003 0.11906500000000002 -0.068899999999999989 0.032270000000000014 -0.062135000000000003
decision_type=2 2 2 2 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 5 8 7 20 10 11 17 -10 13 14 -8 16 -1 -2 19 -18 21 -6 -4 -14 -20
right_child=2 -3 22 -5 6 -7 12 -9 9 -11 -12 -13 23 -15 -16 -17 18 -19 24 -21 -22 -23 -24 -25 -26
leaf_value=-0.00031152579709704695 -8.3802429781033484e-05 0.0018727568490018321 0.00019897130170354828 0.00061975802468210107 5.6546774439682613e-05 -0.001719118595059458 -0.00038681784987941263 0.00053054656372954851 5.1574654075421325e-05 0.00078134126556415992 -0.00094254460894705589 -0.00019255128159730486 0.00021491673275022307 -0.00052116177667317512 -3.386080266905607e-05 0.00031031673932795567 9.9020684353339254e-07 0.00023859206225663475 -0.0002464101961872796 0.00035603542772645076 -0.00021713700454706686 0.00031271091313578281 0.00059466157406998731 -2.6930346207668692e-05 0
leaf_weight=46 481 48 51 52 961 55 65 48 393 66 46 262 75 48 452 60 117 47 46 69 46 70 50 49 47
leaf_count=46 481 48 51 52 961 55 65 48 393 66 46 262 75 48 452 60 117 47 46 69 46 70 50 49 47
internal_value=0 0.000290764 -1.95624e-05 0.000115125 -3.33088e-05 -0.000107863 2.17238e-05 8.22469e-05 -3.8799e-05 2.96657e-05 -0.000126223 -4.48259e-05 -7.59102e-05 -0.000118763 -7.98199e-05 4.48404e-05 -1.65179e-06 -5.3554e-05 4.65044e-05 0.000137102 6.15069e-05 7.47331e-05 0.000402963 0.000112746 -0.000125888
internal_weight=0 485 3265 437 3164 1350 1814 1125 1295 721 574 655 689 565 517 385 325 528 279 186 1077 1031 101 124 93
internal_count=3750 485 3265 437 3164 1350 1814 1125 1295 721 574 655 689 565 517 385 325 528 279 186 1077 1031 101 124 93
is_linear=0
shrinkage=0.0995203


Tree=9402
num_leaves=33
num_cat=0
split_feature=1 1 3 3 20 0 8 3 6 0 1 18 18 17 20 2 1 10 26 2 2 8 4 17 17 18 1 4 18 18 0 0
split_gain=0.0035789 0.0159561 0.00197118 0.00485623 0.0117124 0.00110308 0.000983993 0.000948803 0.000916259 0.000969926 0.000957639 0.00088302 0.00230798 0.00116323 0.000906021 0.000776444 0.00120549 0.000796975 0.000758729 0.000596108 0.000592142 0.000646784 0.000583301 0.00046576 0.000513581 0.000462767 0.000410914 0.000768598 0.00049495 0.000370027 0.000820501 0.000386413
threshold=-0.10241499999999999 -0.11467499999999999 0.089655000000000026 0.088685000000000028 -0.071149999999999991 -0.082604999999999998 -0.086914999999999992 0.08622500000000001 0.15358000000000002 -0.079564999999999983 -0.049499999999999995 -0.015069999999999998 -0.078409999999999994 -0.089699999999999988 -0.071149999999999991 0.10003000000000002 -0.49367499999999997 0.086275000000000018 -0.23033499999999998 -0.080644999999999994 -0.096664999999999987 -0.0049949999999999994 0.10343500000000001 -0.17385999999999999 -0.09744499999999999 -0.086064999999999989 0.41165000000000013 0.11374000000000002 -0.07989499999999998 -0.0063699999999999998 -0.088329999999999992 -0.085794999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 3 6 -5 -6 7 29 9 10 -4 12 25 -13 -15 17 -17 22 -11 -9 -20 -22 23 -1 -25 -8 28 -28 -12 30 -2 -31
right_child=2 -3 8 4 5 -7 11 19 -10 18 26 13 -14 14 -16 16 -18 -19 20 -21 21 -23 -24 24 -26 -27 27 -29 -30 31 -32 -33
leaf_value=0.00019147141146199894 -0.00013655830765152958 0.0019497594261916129 0.00040770745234821649 -0.0019490805968403748 0.00026592613459661336 -0.00035210134067056544 -0.00016052616157956855 0.00043622959865676321 0.00037077184324191997 0.00031462310348176107 0.00020846784514709331 -0.00043583097728682011 -0.00072651967046768659 0.00043129907772616562 -7.7135231548332363e-06 0.00065000682729379517 1.5689036868933394e-05 0.00031425975377601464 0.0002613475856776091 0 -6.1696365339851199e-05 -0.00034923945106846404 -0.00036248577162928175 -0.00034868679175241516 2.2816178654879664e-05 0.00014545014635394427 0.00051218973932326941 2.4793981603540568e-05 -3.6669885175207274e-06 -6.0101635594937593e-06 0.00040742637924647652 -0.00029880924381494781
leaf_weight=84 54 50 90 47 50 65 237 91 82 52 131 52 73 57 236 54 72 68 47 52 625 91 53 54 105 59 55 86 606 152 53 67
leaf_count=84 54 50 90 47 50 65 237 91 82 52 131 52 73 57 236 54 72 68 47 52 625 91 53 54 105 59 55 86 606 152 53 67
internal_value=0 0.000255522 -2.12783e-05 -0.000113284 -0.000624674 -7.62753e-05 -4.25626e-05 6.83307e-05 4.46356e-05 2.91775e-05 9.6819e-05 -0.000116551 -0.000223575 0 7.48978e-05 8.09702e-05 0.000294037 4.96736e-06 -5.01578e-05 0.000282508 -7.60913e-05 -9.9385e-05 -6.33207e-05 0 -9.82061e-05 -9.6772e-05 6.40188e-05 0.000220719 3.29287e-05 -2.31072e-05 0.000125241 -9.9326e-05
internal_weight=0 540 3210 1345 162 115 1183 469 1865 1783 968 714 369 345 293 490 126 364 815 143 763 716 296 243 159 296 878 141 737 326 107 219
internal_count=3750 540 3210 1345 162 115 1183 469 1865 1783 968 714 369 345 293 490 126 364 815 143 763 716 296 243 159 296 878 141 737 326 107 219
is_linear=0
shrinkage=0.0995203


Tree=9403
num_leaves=31
num_cat=0
split_feature=18 17 3 1 5 5 6 18 3 18 6 2 26 3 6 9 1 2 6 6 2 9 17 2 21 3 2 17 21 20
split_gain=0.0032439 0.0126056 0.00158917 0.00504323 0.0123205 0.00150018 0.000982113 0.0018835 0.00134652 0.00210427 0.00490932 0.000853775 0.000937868 0.000787398 0.000765399 0.000681405 0.000767288 0.00324324 0.00252609 0.00211644 0.00134753 0.000746866 0.00123598 0.00233861 0.000626421 0.00160465 0.000506489 0.000629458 0.000454743 0.000383956
threshold=-0.10082999999999999 -0.015100000000000001 0.089655000000000026 0.05309500000000001 -0.43873000000000001 0.55459000000000014 0.18123500000000006 -0.091229999999999992 0.091475000000000015 0.090795000000000028 -0.007045 -0.043929999999999997 0.12236500000000003 0.091975000000000015 -0.47287499999999999 0.084515000000000021 -0.083284999999999984 -0.082644999999999982 0.091495000000000007 0.089165000000000022 -0.083974999999999994 0.083715000000000026 -0.015100000000000001 -0.08569499999999998 0.085855000000000029 0.08400500000000001 0.096520000000000022 -0.17385999999999999 0.08927000000000003 -0.07825
decision_type=2 2 2 2 2 2 2 2 2 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 15 14 26 7 -4 9 10 -9 13 -13 -10 -5 21 17 20 19 -18 -17 24 -23 -24 25 -2 27 28 -1 -30
right_child=2 -3 6 4 -6 -7 -8 8 11 -11 -12 12 -14 -15 -16 16 18 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00022948786251585391 -0.00012951974510354674 0.0017542351053613124 -0.00052567836794218141 -0.00031312628544109296 -0.0019595362830767925 0.00053214190164503302 0.00040747878331769187 -3.1291130460997151e-05 -0.00044479772217550828 -0.00018739813296771979 0.0010427305202333139 6.1697210892956882e-05 0.00048231971413890761 -2.4944875066454526e-05 0.0002409578445137973 -6.7433967227607187e-05 0.00010875539844875478 -0.00083443187447055549 0.00074237234821638686 -0.00052809313966761589 0.00051072264229110205 0 -0.0010041801838108957 -3.3791113992511816e-05 -0.00029423888788537118 0.00045790953308402213 0.00028535076601989608 -0.00032408297220440786 -0.00026797911023678016 3.8839201583455005e-05
leaf_weight=77 140 50 59 46 48 63 70 90 47 69 77 494 60 901 53 210 369 50 54 60 49 84 50 52 65 68 55 63 59 118
leaf_count=77 140 50 59 46 48 63 70 90 47 69 77 494 60 901 53 210 369 50 54 60 49 84 50 52 65 68 55 63 59 118
internal_value=0 0.000256895 -1.8822e-05 -9.92304e-05 -0.000650958 8.29045e-05 4.09489e-05 2.62156e-05 4.54218e-05 0.000266552 0.000459015 1.01319e-05 0.00010873 -4.66239e-05 -8.22647e-06 -3.37447e-05 2.12845e-05 -9.98619e-05 0.000100483 1.77774e-05 3.87864e-05 -0.00013048 -0.000284685 -0.000517498 -2.24192e-05 5.85888e-05 4.62335e-06 -4.15009e-05 2.53654e-05 -5.88086e-05
internal_weight=0 485 3265 1398 147 435 1867 1797 1738 236 167 1502 554 948 99 1251 792 309 483 429 259 459 186 102 273 208 372 317 254 177
internal_count=3750 485 3265 1398 147 435 1867 1797 1738 236 167 1502 554 948 99 1251 792 309 483 429 259 459 186 102 273 208 372 317 254 177
is_linear=0
shrinkage=0.0995203


Tree=9404
num_leaves=20
num_cat=0
split_feature=26 3 20 0 26 17 18 2 21 17 18 21 3 20 26 9 9 3 26
split_gain=0.00356984 0.0120245 0.00181835 0.000998572 0.00146938 0.000799709 0.0024208 0.000542764 0.000518942 0.000712246 0.000652175 0.00143679 0.0015632 0.00122767 0.000831193 0.000934468 0.000610252 0.000573647 0.000894005
threshold=-0.126245 0.087235000000000021 -0.24910499999999999 -0.057604999999999996 -0.236315 0.50822500000000015 -0.053034999999999992 -0.070354999999999987 -0.012349999999999998 0.0021900000000000005 -0.016464999999999997 0.089350000000000027 0.11089500000000001 -0.081114999999999993 0.11724000000000002 0.11351500000000002 0.11296000000000002 0.10502000000000002 0.084645000000000012
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 -3 8 -7 -8 9 17 11 12 -10 -13 16 -16 -12 18 -4
right_child=2 3 5 -5 -6 6 7 -9 10 -11 14 13 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.0017735664276001225 0.00055770990602669853 0.00043909059969694591 -0.00021184878374308282 -0.0004264994101489969 -0.00016700913323970472 0.0007617884950817215 0.00014593049320218068 -0.00029073439631539539 -9.8057213892873207e-05 0.00037004721292064328 4.527422379278804e-05 0.0005231565347374635 -0.00062085202715899627 1.2203939930042911e-05 -1.3077943373863746e-05 -0.00045617016934854549 0.00037665600984849025 0.00028026231545087563 0.00021980248299856772
leaf_weight=48 64 70 124 47 89 57 69 47 660 88 1542 58 63 255 173 67 58 73 76
leaf_count=48 64 70 124 47 89 57 69 47 660 88 1542 58 63 255 173 67 58 73 76
internal_value=0 -0.000354814 3.16326e-05 -2.0257e-05 9.46787e-05 2.1519e-05 0.000230212 -2.3937e-05 1.01126e-05 0.000122653 -3.72904e-06 -6.71407e-05 -0.000144744 0.000109501 3.15296e-05 -0.000140186 5.77985e-05 3.99081e-05 -4.37282e-05
internal_weight=0 254 3474 206 159 3410 173 116 3237 361 2876 1036 723 313 1840 240 1600 273 200
internal_count=3728 254 3474 206 159 3410 173 116 3237 361 2876 1036 723 313 1840 240 1600 273 200
is_linear=0
shrinkage=0.0995203


Tree=9405
num_leaves=18
num_cat=0
split_feature=26 26 10 10 0 20 20 6 2 5 0 5 2 0 18 3 18
split_gain=0.00290258 0.00985315 0.00237794 0.0018649 0.000969154 0.00111151 0.00105709 0.000788384 0.002193 0.00137903 0.00159891 0.000720361 0.00211287 0.000814473 0.000623298 0.000409995 0.000387077
threshold=-0.112275 -0.14859999999999998 0.091445000000000026 0.086165000000000019 -0.057604999999999996 -0.0081349999999999981 -0.096095 0.11481500000000001 -0.073369999999999991 -0.045014999999999993 -0.072039999999999979 0.40898000000000007 -0.081134999999999999 -0.081424999999999984 -0.0073899999999999999 0.08622500000000001 -0.26631499999999997
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 5 6 -1 11 -9 -10 -11 13 -13 15 -15 -2 -14
right_child=2 -3 -4 -5 -6 -7 -8 8 9 10 -12 12 16 14 -16 -17 -18
leaf_value=0.0002387918615968617 -2.4340459010454124e-05 -0.0015264713972193891 0.00074025844366051277 -0.00048126257961807032 -0.00036657282139538315 0.0004910662134195383 -0.00039859585291875409 0.00065054537137807476 0.00043283737531178761 -0.00063005366838911087 0.00011493544890576339 0.00074503696256054345 0.00012644814813655988 -0.0001547679610658691 0 7.5352108872137915e-05 -0.00020299406362555281
leaf_weight=52 588 53 46 72 55 53 50 75 51 48 67 52 101 451 595 1265 54
leaf_count=52 588 53 46 72 55 53 50 75 51 48 67 52 101 451 595 1265 54
internal_value=0 -0.000313881 2.90087e-05 1.91999e-05 -3.94756e-06 0.000119445 -6.56274e-05 3.02104e-05 0.00020391 0 -0.000188898 1.64691e-05 0.000195901 3.37458e-06 -6.65278e-05 4.32756e-05 6.39325e-06
internal_weight=0 263 3465 3419 210 155 102 3347 241 166 115 3106 207 2899 1046 1853 155
internal_count=3728 263 3465 3419 210 155 102 3347 241 166 115 3106 207 2899 1046 1853 155
is_linear=0
shrinkage=0.0995203


Tree=9406
num_leaves=15
num_cat=0
split_feature=26 1 10 10 17 6 2 2 26 21 21 17 9 25
split_gain=0.00243201 0.00996163 0.00192797 0.00151237 0.000716675 0.00196577 0.000648464 0.000552701 0.00260129 0.00103299 0.000428062 0.000910607 0.000353218 0.000312606
threshold=-0.126245 -0.08616 0.091445000000000026 0.086165000000000019 0.51174000000000019 0.11596500000000003 -0.23769999999999999 -0.043929999999999997 -0.23202999999999999 0.094380000000000019 -0.012349999999999998 0.11180000000000002 0.090150000000000022 0.08760500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 12 -2 8 -3 -10 11 -8 -6 -12
right_child=2 7 -4 -5 5 -7 10 -9 9 -11 13 -13 -14 -15
leaf_value=-0.0016008501815633572 0.00038812968885198839 -0.00060642651954271611 0.00066658764601137174 -0.00043336721228503416 -0.00015463557532306303 0.00078240729848683447 4.3520901009047845e-05 0.00029218995069138476 0.00055535287162559782 -8.2201685045319131e-05 -7.2637868265365302e-06 0.00048168806093840116 0.00019737957132565423 0.00024618774916742008
leaf_weight=47 46 60 46 72 60 46 331 50 48 49 2715 56 53 49
leaf_count=47 46 60 46 72 60 46 331 50 48 49 2715 56 53 49
internal_value=0 -0.000292862 2.60985e-05 1.7265e-05 2.71769e-05 0.000233797 1.66447e-05 1.65908e-07 -8.76213e-05 0.00022485 1.09618e-05 0.00010904 3.22441e-06 -2.47444e-06
internal_weight=0 254 3474 3428 3356 159 3197 207 157 97 3151 387 113 2764
internal_count=3728 254 3474 3428 3356 159 3197 207 157 97 3151 387 113 2764
is_linear=0
shrinkage=0.0995203


Tree=9407
num_leaves=16
num_cat=0
split_feature=27 5 6 2 1 3 3 5 2 2 23 0 4 30 29
split_gain=0.00194075 0.013549 0.00153865 0.00289243 0.00107695 0.00138606 0.000560248 0.000548425 0.000528765 0.000475197 0.000452127 0.00044037 0.000432636 0.000397374 0.000847836
threshold=0.084480000000000013 0.064585000000000017 0.11596500000000003 -0.073369999999999991 -0.047239999999999997 0.11642500000000001 0.16149500000000003 0.63455500000000009 -0.22383 -0.046564999999999995 0.086650000000000019 -0.15137999999999999 0.11419500000000003 0.084650000000000017 -0.079250000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 6 -4 5 -5 7 8 -1 12 11 -10 -2 -11 -15
right_child=1 -3 3 4 -6 -7 -8 -9 10 13 -12 -13 -14 14 -16
leaf_value=0.00027003722807770629 4.8608569597546233e-05 -0.0018111459024581691 0.00074935863342855504 -0.00046715687592118751 0.00040443183438983632 0.00023853769503805094 -0.00026809449097706117 -0.0002961553608855294 0.00014946460308088249 -2.8584483133584645e-05 -0.00028270133563193989 6.5713772068017277e-06 -0.00036120778940087664 0.00056364011149536992 0
leaf_weight=82 47 46 82 62 50 48 71 55 234 89 50 2659 49 47 57
leaf_count=82 47 46 82 62 50 48 71 55 234 89 50 2659 49 47 57
internal_value=0 -0.000224487 2.65566e-05 0.000268487 1.6923e-05 -0.000151775 7.71631e-06 1.43401e-05 2.02561e-05 2.52289e-05 1.30183e-05 1.84123e-05 -0.000152041 0.000117646 0.000250658
internal_weight=0 335 3393 242 160 110 3151 3080 3025 289 2943 2893 96 193 104
internal_count=3728 335 3393 242 160 110 3151 3080 3025 289 2943 2893 96 193 104
is_linear=0
shrinkage=0.0995203


Tree=9408
num_leaves=26
num_cat=0
split_feature=20 20 27 27 7 17 17 8 17 20 3 8 3 8 1 8 18 5 3 8 26 11 3 26 26
split_gain=0.00398723 0.0219808 0.00366478 0.014821 0.00143234 0.000851948 0.0011573 0.000675952 0.000589365 0.000538347 0.000825666 0.00073091 0.000587547 0.000960561 0.000529385 0.000520973 0.000561406 0.000429382 0.000349115 0.000366218 0.000297823 0.000263051 0.000298272 0.000156053 0.000212845
threshold=-0.080044999999999991 -0.080934999999999993 0.08988500000000002 0.09532000000000003 -0.10984999999999999 0.42451000000000011 0.51362000000000008 -0.49499500000000002 -0.45712999999999998 -0.097769999999999996 0.087515000000000023 -0.085814999999999989 0.088115000000000013 -0.0049949999999999994 -0.03694999999999999 -0.087635000000000005 0.09679500000000002 -0.43873000000000001 0.098755000000000023 -0.082244999999999999 0.088825000000000029 -0.08577499999999999 0.11523000000000001 -0.011984999999999999 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
left_child=1 8 4 -4 -2 7 -7 -6 14 18 11 -11 -12 -14 -1 16 -9 -17 23 -20 -8 -5 -23 -10 -25
right_child=2 -3 3 21 5 6 20 15 9 10 12 -13 13 -15 -16 17 -18 -19 19 -21 -22 22 -24 24 -26
leaf_value=6.4328036258315616e-05 -0.00053412164898809745 0.001938645244676736 -0.001995431173041926 -0.00019559914606142453 -0.00027071910638084125 -0.00051106843347677275 -0.00018482287743432728 0.00016297079668809282 0.00015583439349722719 -5.8122162873738175e-05 -0.00049315754258945875 0.00045137380187758845 7.12574684150472e-05 -0.00038559216007047963 0.00052802827071431299 0.000168932143711827 -6.7788942818757062e-05 -1.1738602252520063e-05 4.500331174634669e-05 0.00039874004457884042 0.00015284791569545036 0.0002658031062135191 -4.3066034878907492e-05 -0.00020273955923713478 8.5307179739839252e-05
leaf_weight=62 50 67 47 46 77 73 46 453 51 61 46 48 125 70 46 141 130 1698 60 69 59 52 68 51 46
leaf_count=62 50 67 47 46 77 73 46 453 51 61 46 48 125 70 46 141 130 1698 60 69 59 52 68 51 46
internal_value=0 0.000212641 -3.76214e-05 -0.00043525 -6.26332e-06 3.29002e-06 -0.000206696 1.85746e-05 5.41901e-05 1.58131e-05 -6.47115e-05 0.000158733 -0.000169168 -8.85418e-05 0.00026941 2.81098e-05 0.000110111 1.66866e-06 0.000120514 0.000240557 0 1.55698e-06 8.39554e-05 1.03511e-05 -5.77007e-05
internal_weight=0 802 2940 213 2727 2677 178 2499 735 627 350 109 241 195 108 2422 583 1839 277 129 105 166 120 148 97
internal_count=3742 802 2940 213 2727 2677 178 2499 735 627 350 109 241 195 108 2422 583 1839 277 129 105 166 120 148 97
is_linear=0
shrinkage=0.0995203


Tree=9409
num_leaves=21
num_cat=0
split_feature=28 20 20 7 18 3 4 4 20 3 21 9 3 5 21 5 5 5 20 26
split_gain=0.0150217 0.00279885 0.0248818 0.00074839 0.000629008 0.000648761 0.000679173 0.000983726 0.000448146 0.000555911 0.000631044 0.000489926 0.000958462 0.000730774 0.000455868 0.000402936 0.000800342 0.00105949 0.000684068 0.000364345
threshold=0.083225000000000021 -0.080869999999999984 -0.081424999999999984 -0.10984999999999999 -0.015069999999999998 0.083875000000000019 0.10739000000000003 0.087155000000000024 -0.09638999999999999 0.11360500000000003 0.095695000000000016 0.083925000000000013 0.087625000000000022 -0.020074999999999999 0.083545000000000022 -0.54623499999999992 -0.46244499999999994 -0.49053999999999998 -0.009049999999999999 -0.011984999999999999
decision_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 -3 5 -5 7 -7 9 10 19 13 -13 -10 -14 -6 17 -17 -18 -1
right_child=-2 3 -4 4 15 6 -8 -9 11 -11 -12 12 14 -15 -16 16 18 -19 -20 -21
leaf_value=0.00033607667605903009 -0.0014296454920106534 -0.00034912793900646321 0.0022933571290824108 -0.00034440259763550472 0.00031276748076293189 -1.5729915006526671e-05 0.00033197093078278533 -0.00034465864729045677 -0.00050333519124435655 0.00037322562416157191 -0.00024899569983567244 0.00041351416385568594 -0.00024437802462348154 2.1040553937467597e-05 6.3614750204171725e-05 -4.6437290857826759e-06 -7.0736188322924077e-05 -0.00049280151248274067 9.6125319883215042e-05 3.9475666750680475e-05
leaf_weight=66 70 60 53 71 54 899 48 101 46 77 50 56 76 55 121 171 301 61 1177 129
leaf_count=66 70 60 53 71 54 899 48 101 46 77 50 56 76 55 121 171 301 61 1177 129
internal_value=0 4.19503e-05 0.000216531 -1.01628e-06 5.94456e-06 -5.20897e-05 -3.15049e-05 -4.97704e-05 5.24919e-05 0.000137828 6.05047e-05 -2.28178e-05 4.85433e-05 -0.000209679 -5.10494e-05 4.32229e-05 3.42322e-05 -0.000136524 6.15895e-05 0.000144062
internal_weight=0 3672 729 2943 2883 1119 1048 1000 676 322 245 354 253 101 197 1764 1710 232 1478 195
internal_count=3742 3672 729 2943 2883 1119 1048 1000 676 322 245 354 253 101 197 1764 1710 232 1478 195
is_linear=0
shrinkage=0.0995203


Tree=9410
num_leaves=21
num_cat=0
split_feature=28 1 1 8 0 17 2 3 26 2 4 26 17 6 3 10 0 29 18 29
split_gain=0.0121804 0.00210542 0.0164619 0.0214181 0.000846811 0.000580854 0.000927113 0.000634941 0.00119917 0.00076503 0.000569429 0.0004554 0.000476007 0.00206024 0.000383518 0.000412969 0.000335404 0.000906758 0.000707349 0.000274763
threshold=0.083225000000000021 0.056790000000000014 0.067120000000000027 -0.073999999999999996 -0.23032 0.070205000000000017 -0.037414999999999997 0.09940000000000003 0.056820000000000016 -0.026175 0.10533000000000002 -0.074359999999999996 0.51041000000000014 0.11690000000000002 0.081685000000000021 0.086275000000000018 -0.067839999999999998 -0.077709999999999987 -0.088184999999999999 -0.081409999999999996
decision_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 -1 7 -7 9 10 -4 -9 16 14 -14 -13 -16 18 -18 -6 -20
right_child=-2 2 5 -5 11 6 -8 8 -10 -11 -12 12 13 -15 15 -17 17 -19 19 -21
leaf_value=-0.0003508806200232023 -0.0012873669180460685 0.0029532562535573696 0.00041644301589721249 2.7915071710480889e-05 -0.00021302548486428684 4.846521610236102e-05 -0.00042905520235004657 0.00025272155322801697 -0.00034086052699571271 -3.1623696952575132e-05 -3.0326402318446757e-05 -0.00022516589279814777 9.4105060277244968e-05 -0.00072225429101110353 2.0584681203144579e-06 0.0002609586311380331 6.5608898766626045e-06 0.00058419836885117136 -3.4414669986761748e-05 0.00023470118156891233
leaf_weight=67 70 46 89 55 73 87 71 118 85 60 164 71 84 47 2206 63 68 48 47 123
leaf_count=67 70 46 89 55 73 87 71 118 85 60 164 71 84 47 2206 63 68 48 47 123
internal_value=0 3.77532e-05 0.000183457 0.00136835 -9.42609e-07 4.68364e-06 -0.000160936 5.6983e-05 -1.12412e-05 0.000230519 8.52092e-05 7.05288e-06 -7.85484e-06 -0.000192538 2.13444e-06 9.60776e-06 0.000111943 0.000252641 4.141e-05 0.000155483
internal_weight=0 3672 775 101 2897 674 158 516 367 149 282 2830 2471 131 2340 2269 359 116 243 170
internal_count=3742 3672 775 101 2897 674 158 516 367 149 282 2830 2471 131 2340 2269 359 116 243 170
is_linear=0
shrinkage=0.0995203


Tree=9411
num_leaves=18
num_cat=0
split_feature=28 1 1 0 17 1 0 18 18 0 5 5 3 38 9 29 5
split_gain=0.00987718 0.00192776 0.0196995 0.000597574 0.000337152 0.00161984 0.000693523 0.00034279 0.000842187 0.000532636 0.000349971 0.000543173 0.000477527 0.000277465 0.00091771 0.00148472 0.000661446
threshold=0.083225000000000021 0.066150000000000028 0.081675000000000011 -0.23032 0.42451000000000011 -0.06921999999999999 -0.077784999999999993 -0.087529999999999983 -0.084954999999999989 0.12433000000000002 -0.0070049999999999999 -0.012164999999999999 0.11308000000000003 -0.07453499999999999 0.11408000000000003 0.092175000000000021 -0.54165499999999989
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 7 -6 -7 10 -9 -10 11 -5 -12 -4 15 16 -15
right_child=-2 2 13 4 5 6 -8 8 9 -11 12 -13 -14 14 -16 -17 -18
leaf_value=-0.0002899427766878351 -0.0011592479288420722 0.0019910866631156036 0.00026122840533719893 -3.7081395160563376e-05 -0.00062254265885522398 0.00024133684672873238 -0.00019226292250962697 0.00037750564883228107 1.2729799519006664e-05 0.00026576122846515239 4.2604493232854232e-05 -0.00042918807210055475 -0.00017671518752605583 0.00027727486135190575 -0.00035164297264241967 0.00058384702495274654 -5.2143315357600119e-05
leaf_weight=69 70 55 46 115 48 80 66 70 1816 87 458 54 125 71 63 47 402
leaf_count=69 70 55 46 115 48 80 66 70 1816 87 458 54 125 71 63 47 402
internal_value=0 3.40182e-05 0.000184733 -2.08722e-07 6.35964e-06 -0.00011992 3.9719e-05 1.56502e-05 3.7659e-05 2.47279e-05 -4.10049e-05 -0.000167214 -3.0153e-06 2.54829e-05 5.47787e-06 5.03187e-05 -9.65033e-07
internal_weight=0 3672 684 2988 2919 194 146 2725 1973 1903 752 169 583 629 583 520 473
internal_count=3742 3672 684 2988 2919 194 146 2725 1973 1903 752 169 583 629 583 520 473
is_linear=0
shrinkage=0.0995203


Tree=9412
num_leaves=15
num_cat=0
split_feature=19 18 19 18 5 5 5 17 18 2 17 2 17 29
split_gain=0.0113139 0.00665682 0.00376824 0.0224859 0.00149559 0.0060111 0.00277869 0.000952584 0.000732859 0.00064692 0.000535983 0.000500806 0.000869477 0.000421101
threshold=0.14107000000000006 0.26473000000000008 0.10345000000000003 -0.030229999999999996 -0.011514999999999999 -0.0096449999999999991 -0.012464999999999999 1.0000000180025095e-35 0.085685000000000025 -0.086254999999999984 0.51292000000000015 -0.084154999999999994 0.26760500000000004 0.096295000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 8 -1 -9 13 -5 -13 -7
right_child=-2 -3 3 11 5 10 -8 9 -10 -11 -12 12 -14 -15
leaf_value=4.5416799903501116e-05 -0.0016146241063470334 -0.0010579634157313477 -0.0023615971112654214 0.00025997537355343695 -0.0008886942013492915 -2.0247036783565344e-05 0.00081145961571175995 0.00017398923980252302 0.00022433406222706272 -8.6830726122359648e-05 -0.00033883299728126957 -0.0003495886533539847 0.00013054810533463508 0.00027924309900223749
leaf_weight=744 46 63 47 68 84 1328 48 110 337 605 51 63 89 48
leaf_count=744 46 63 47 68 84 1328 48 110 337 605 51 63 89 48
internal_value=0 -4.34256e-05 -2.5553e-05 -0.000385406 2.84107e-06 -7.0307e-05 6.32236e-05 4.27703e-05 0.000101951 -4.55596e-05 -2.15591e-05 3.30592e-05 -6.30703e-05 -9.20477e-06
internal_weight=0 3685 3622 267 3355 1511 1844 1796 1081 715 1427 220 152 1376
internal_count=3731 3685 3622 267 3355 1511 1844 1796 1081 715 1427 220 152 1376
is_linear=0
shrinkage=0.0995203


Tree=9413
num_leaves=19
num_cat=0
split_feature=20 17 6 1 1 1 21 4 5 26 9 2 5 4 17 17 5 1
split_gain=0.0223909 0.00464314 0.00924234 0.00189497 0.0287919 0.00374385 0.000552721 0.00137122 0.000964635 0.000548084 0.00168702 0.000497249 0.000489088 0.000681071 0.000533187 0.000314738 0.00075877 0.000289888
threshold=-0.41270499999999993 0.51734000000000024 -0.031674999999999995 -0.083899999999999988 -0.085014999999999993 -0.082489999999999994 -0.0050399999999999993 0.10649000000000002 -0.025879999999999997 0.15222000000000005 0.11351500000000002 -0.012154999999999999 0.26676500000000009 0.085990000000000025 -0.56005499999999986 -0.011809999999999999 -0.011514999999999999 -0.087734999999999994
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 12 -5 7 8 -7 11 -11 -8 15 -14 -15 17 -17 -2
right_child=1 2 -4 5 -6 6 9 -9 -10 10 -12 -13 13 14 -16 16 -18 -19
leaf_value=-0.0022390797890750954 5.6346439672921469e-05 6.5261212473750004e-05 -0.0017451927120921548 0.00082568263822352037 -0.0023395723072851763 -0.00017439726913029061 -4.3255252817797064e-05 0.0005343207475831252 0.00016439309432785584 0.00053418477654350511 -0.00022624958128174104 7.5455454825650343e-05 -0.00044083288974133231 -0.00022748029620972841 0.0001751882879546125 0.00015069477409227844 -0.00023063091570558358 0.00030182442148109402
leaf_weight=46 460 69 46 58 55 129 1562 67 230 67 49 447 53 62 68 91 116 56
leaf_count=46 460 69 46 58 55 129 1562 67 230 67 49 447 53 62 68 91 116 56
internal_value=0 -2.92808e-05 -0.000651802 -8.99829e-06 -0.000128649 3.47601e-05 1.64566e-05 0.000119983 4.03748e-05 -3.91215e-06 0.00020591 -1.64348e-05 4.66494e-06 -0.000139646 -1.05565e-05 4.23239e-05 -5.90403e-05 8.4574e-05
internal_weight=0 3685 115 3570 961 2609 2551 426 359 2125 116 2009 906 183 130 723 207 516
internal_count=3731 3685 115 3570 961 2609 2551 426 359 2125 116 2009 906 183 130 723 207 516
is_linear=0
shrinkage=0.0995203


Tree=9414
num_leaves=16
num_cat=0
split_feature=6 17 17 1 1 1 9 9 26 1 3 27 9 9 4
split_gain=0.0196102 0.00327074 0.0108722 0.00161017 0.0234027 0.00298211 0.000503519 0.00122348 0.00181754 0.000711226 0.000490311 0.000432698 0.000487726 0.00185028 0.00131708
threshold=0.23663500000000004 0.51292000000000015 0.51775000000000015 -0.083899999999999988 -0.085014999999999993 -0.082489999999999994 0.11985000000000003 0.11351500000000002 0.29612500000000008 0.15756500000000004 0.097595000000000029 0.078330000000000025 0.083715000000000026 0.084115000000000009 0.085990000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 11 -5 7 8 -7 -8 -4 12 14 -14 -1
right_child=-2 2 10 5 -6 6 9 -9 -10 -11 -12 -13 13 -15 -16
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leaf_weight=118 51 53 65 58 55 2249 67 77 55 51 48 87 46 489 162
leaf_count=118 51 53 65 58 55 2249 67 77 55 51 48 87 46 489 162
internal_value=0 -2.39693e-05 -0.000455683 -3.34236e-06 -0.000113673 3.76307e-05 2.09201e-05 1.06139e-05 2.39899e-05 0.000221942 8.90499e-05 6.94754e-06 -1.46337e-05 3.99146e-05 -0.000121784
internal_weight=0 3680 166 3514 957 2557 2499 2381 2304 118 113 902 815 535 280
internal_count=3731 3680 166 3514 957 2557 2499 2381 2304 118 113 902 815 535 280
is_linear=0
shrinkage=0.0995203


Tree=9415
num_leaves=13
num_cat=0
split_feature=6 19 18 5 5 5 0 8 8 1 23 0
split_gain=0.015902 0.00923532 0.00559623 0.0010577 0.00568564 0.00121983 0.0040602 0.000583249 0.000741436 0.00053961 0.000473428 0.000940434
threshold=0.23663500000000004 0.14107000000000006 0.26473000000000008 -0.0098949999999999993 -0.0083599999999999994 -0.012464999999999999 -0.084665000000000004 -0.086844999999999992 -0.084855 -0.01538 0.086650000000000019 -0.20796499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 10 -7 9 -9 -6 11 -1
right_child=-2 -3 -4 4 7 6 -8 8 -10 -11 -12 -13
leaf_value=0.00030145949276819546 -0.0017913811417170074 -0.0014228340108459832 -0.0009335175309431199 -0.00087855626283014725 4.6188185949293885e-05 -0.00013249887968005272 0.0010206796801309136 -0.00039275898023823444 -1.6805340539408137e-05 0.00039687699351533261 -0.00024916381630880489 2.7901708698948941e-05
leaf_weight=135 51 46 63 78 193 68 53 55 1092 59 54 1784
leaf_count=135 51 46 63 78 193 68 53 55 1092 59 54 1784
internal_value=0 -2.15017e-05 -3.53803e-06 1.26395e-05 -5.15576e-05 5.83118e-05 0.000365847 -4.86382e-06 -3.55465e-05 0.000131542 3.90364e-05 4.75729e-05
internal_weight=0 3680 3634 3571 1477 2094 121 1399 1147 252 1973 1919
internal_count=3731 3680 3634 3571 1477 2094 121 1399 1147 252 1973 1919
is_linear=0
shrinkage=0.0995203


Tree=9416
num_leaves=22
num_cat=0
split_feature=10 6 6 5 17 9 20 26 17 5 11 5 3 6 6 3 17 5 26 10 9
split_gain=0.0238041 0.00375153 0.0157497 0.00182277 0.0124052 0.00280985 0.00138455 0.00133141 0.000989501 0.000743632 0.000665002 0.000538577 0.000498549 0.000436188 0.00122584 0.00119115 0.00128406 0.000958501 0.000553436 0.000430831 0.000291707
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decision_type=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 -4 10 -8 11 -6 -10 -11 14 19 -15 -17 -16 -19 20 -5
right_child=-2 2 6 13 5 -7 8 -9 9 12 -12 -13 -14 15 17 16 -18 18 -20 -21 -22
leaf_value=-0.0015458604673587231 0.0021507880429844188 0.001936746308256624 0.00049793127414493848 8.7802218945089188e-05 -0.00037885290628519457 -0.00070602988866496122 -0.0002880157737709711 0.0004826896196328805 5.1945220519611921e-05 5.928414253065931e-05 -9.2204332966884679e-06 -0.00030921552385590521 0.00042741904602380983 0.00022030879447471478 0.00066545414535711578 -0.00068819654623001095 -3.7470910411226156e-05 0.00035462982678480438 -0.00011040310499522998 0.00021289248673674087 -2.9163560955994446e-05
leaf_weight=60 52 49 71 243 53 61 82 52 276 74 598 48 85 60 48 53 76 48 50 88 1527
leaf_count=60 52 49 71 243 53 61 82 52 276 74 598 48 85 60 48 53 76 48 50 88 1527
internal_value=0 6.32467e-06 0.000216768 -4.11844e-05 -0.000167415 -5.80885e-05 8.29664e-05 -7.01506e-07 2.93715e-05 8.49499e-05 -4.05709e-05 0 0.000261234 5.8723e-06 1.98604e-05 -0.000138115 -0.000311169 0.000297561 0.000109015 -1.52046e-06 -1.2643e-05
internal_weight=0 3702 685 3017 824 764 636 703 565 483 651 324 159 2193 2004 189 129 146 98 1858 1770
internal_count=3754 3702 685 3017 824 764 636 703 565 483 651 324 159 2193 2004 189 129 146 98 1858 1770
is_linear=0
shrinkage=0.0995203


Tree=9417
num_leaves=31
num_cat=0
split_feature=22 1 3 3 30 1 9 5 5 18 1 28 18 1 17 0 18 20 20 3 0 4 9 4 0 0 2 5 4 2
split_gain=0.0301353 0.00289756 0.00320327 0.00975142 0.00168818 0.00121006 0.000986197 0.000888019 0.00313292 0.00963418 0.000827921 0.000711714 0.000672043 0.00126869 0.000669652 0.00073712 0.000636607 0.000612012 0.000790943 0.000540061 0.000466454 0.000789667 0.00040983 0.000432576 0.000384246 0.000659357 0.000629931 0.000351179 0.00032335 0.000146901
threshold=0.13240000000000005 -0.0084199999999999987 0.089005000000000015 0.08802500000000002 0.11222000000000003 0.0022300000000000006 0.084515000000000021 0.0053250000000000016 0.066815000000000027 -0.088855000000000003 -0.07002499999999999 0.082705000000000015 -0.086064999999999989 -0.010395 -0.0077549999999999997 -0.081424999999999984 -0.0039399999999999991 -0.09638999999999999 -0.079864999999999992 0.11926500000000002 0.12387500000000003 0.10343500000000001 0.085145000000000012 0.081905000000000019 -0.087084999999999982 -0.085794999999999996 -0.084869999999999987 -0.010764999999999999 0.10098000000000003 -0.080484999999999987
decision_type=2 2 2 2 2 2 2 2 2 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 11 6 -3 12 9 -9 16 17 14 24 15 27 -11 29 -19 20 21 -10 23 -7 26 -26 -14 -1 -22 -4
right_child=-2 2 4 -5 -6 22 -8 8 19 10 -12 -13 13 -15 -16 -17 -18 18 -20 -21 28 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-5.081651050573529e-05 0.0025368388156584657 -0.0007405492019875433 6.7905429688142483e-05 -0.0017047190317100451 -0.00057519780194898265 -0.00036147221435365012 -0.00015632886382819695 0.0014187470948314553 -1.4866482756714307e-06 -0.00035870905332208272 0.00029983701709791522 0.00038861122166915408 0.00013774627879301919 0.00052233436478642064 -0.00040109319090597949 -0.00028288802642732026 0.00012391717976176678 -0.00024163289046036021 4.2685335087074774e-06 0.00027428238809219189 0 -0.00041649491973221134 0.00017653596732532042 1.9747379535820729e-05 0.00029802085962821895 2.9016347249570615e-05 -0.00018853893671503136 0.00026325080368458804 0.00038041870677942003 0.00033905433728324694
leaf_weight=64 47 52 46 47 52 46 74 72 391 55 81 46 87 55 64 74 50 157 707 76 47 52 74 72 105 723 169 70 46 53
leaf_count=64 47 52 46 47 52 46 74 72 391 55 81 46 87 55 64 74 50 157 707 76 47 52 74 72 105 723 169 70 46 53
internal_value=0 6.91357e-07 -0.000110366 -0.000364821 -2.20577e-05 -0.000164211 -0.000403933 7.04792e-05 0.000149716 0.000440783 5.78154e-05 5.63768e-06 2.10431e-05 5.50988e-05 -0.000118555 -2.76847e-05 -0.000121091 -1.18059e-05 -3.94675e-05 2.56729e-05 -8.05047e-06 -5.20489e-05 -2.63023e-06 -0.000121926 3.0637e-05 6.41179e-05 -7.44552e-05 0.000107139 0.000192731 0.000221335
internal_weight=0 3707 1426 365 1061 318 126 2281 870 258 186 1009 1411 1139 272 208 105 963 864 612 536 443 192 118 1084 828 256 134 93 99
internal_count=3754 3707 1426 365 1061 318 126 2281 870 258 186 1009 1411 1139 272 208 105 963 864 612 536 443 192 118 1084 828 256 134 93 99
is_linear=0
shrinkage=0.0995203


Tree=9418
num_leaves=21
num_cat=0
split_feature=22 6 6 1 1 30 6 17 6 1 1 17 3 3 3 17 2 1 26 5
split_gain=0.0244339 0.00280353 0.0129059 0.0019066 0.018793 0.00189449 0.000868717 0.000782764 0.000576252 0.000573962 0.00252158 0.000943547 0.000765002 0.00135482 0.00122098 0.000539622 0.000515483 0.000649501 0.000502255 0.000164648
threshold=0.13240000000000005 0.092405000000000029 0.093595000000000025 0.064860000000000015 0.078505000000000019 0.11146500000000002 0.23153500000000005 -0.35269999999999996 0.091495000000000007 -0.083284999999999984 -0.085014999999999993 -0.011809999999999999 0.091140000000000013 0.090360000000000024 0.092635000000000023 0.51392000000000015 0.11995000000000003 0.10924000000000002 0.12396500000000002 -0.46834999999999999
decision_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 8 -5 16 7 -4 9 10 11 -1 13 -11 -14 18 17 -6 -9 -18
right_child=-2 2 6 4 5 -7 -8 15 -10 12 -12 -13 14 -15 -16 -17 19 -19 -20 -21
leaf_value=9.4141191727741585e-05 0.0022843720757226675 0.0017390666216933032 -0.00029310792090700855 -0.0019519860166386212 0.00037920745824307625 -0.00060067451010276086 0.00041332373005571271 -6.0413651998408809e-06 -0.00034818645974353101 -4.7744830973313985e-05 0.00070328749312870023 -0.00016258631357124551 0.0004321469686187063 -0.00047911734285604839 3.4426545153206303e-06 0.0003706797604968086 -3.145416511392528e-05 2.52586710672689e-05 0.00032074599431400433 -0.00030069093252667274
leaf_weight=533 47 49 68 55 61 52 63 408 46 818 59 192 75 80 570 52 55 369 52 50
leaf_count=533 47 49 68 55 61 52 63 408 46 818 59 192 75 80 570 52 55 369 52 50
internal_value=0 6.77903e-07 0.000181547 -4.05634e-05 -0.000192719 -2.64864e-05 6.15822e-05 2.19643e-05 2.56269e-07 7.49607e-06 7.71106e-05 2.50235e-05 -2.73446e-05 -8.70861e-05 5.45612e-05 6.54088e-05 2.77924e-05 7.73738e-05 2.91202e-05 -0.000167459
internal_weight=0 3707 692 3015 642 587 643 580 2373 2327 784 725 1543 898 645 512 535 430 460 105
internal_count=3754 3707 692 3015 642 587 643 580 2373 2327 784 725 1543 898 645 512 535 430 460 105
is_linear=0
shrinkage=0.0995203


Tree=9419
num_leaves=28
num_cat=0
split_feature=22 1 1 4 5 5 5 3 0 0 8 8 0 1 0 4 2 0 21 0 18 18 8 0 3 2 17
split_gain=0.0198126 0.00219598 0.00957764 0.00153988 0.000944741 0.00197221 0.00756174 0.000704058 0.0014692 0.00103672 0.000692811 0.000974525 0.000617192 0.00057925 0.000780647 0.000706665 0.00114015 0.000893805 0.000568454 0.000957032 0.000562272 0.00051421 0.000511122 0.000390025 0.000559385 0.000335694 0.000248991
threshold=0.13240000000000005 0.058455000000000014 0.066150000000000028 0.14996500000000004 0.0047850000000000011 0.066275000000000014 0.062500000000000014 0.09742000000000002 -0.072039999999999979 -0.077945 -0.073999999999999996 -0.080724999999999991 -0.229625 0.10637500000000003 -0.070664999999999992 0.10533000000000002 1.0000000180025095e-35 -0.15468499999999999 0.11987500000000002 -0.052884999999999995 -0.086064999999999989 -0.08428999999999999 -0.084855 -0.081424999999999984 0.088535000000000016 -0.079739999999999991 -0.07496499999999999
decision_type=2 2 2 2 2 2 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 12 6 7 9 -9 -6 11 22 -1 14 -4 16 -15 -17 19 -12 23 -22 -7 24 -14 -23 -25
right_child=-2 2 3 -5 5 10 -8 8 -10 -11 18 -13 20 15 -16 17 -18 -19 -20 -21 21 25 -24 26 -26 -27 -28
leaf_value=-0.00027661255220431166 0.0020570308606084353 -0.0012598247074866416 -0.00046572635049849787 -0.00059234042581186917 0.0001457549281164563 -7.7149465250840881e-05 0.0014141550190650783 0.00069436643874310139 -7.5039420472599729e-05 -0.00043403088845663559 0.00037293723924101296 -0.00040597927825668993 -0.00012238700010016993 5.1689677897435403e-05 5.5236840343842131e-05 -0.0003440659547377021 0.0005715700602181024 4.827637031425773e-05 -0.00016899840415033254 3.5917106367836985e-05 0.00035519736104945961 -1.4547524112232882e-05 0.00028390969946123074 -8.3798320344411262e-05 0.00022842008985910915 7.9969907736665395e-05 -0.00043059294250000457
leaf_weight=77 47 70 56 46 85 142 53 47 48 47 130 73 182 193 53 79 55 203 61 251 49 852 53 46 59 646 51
leaf_count=77 47 70 56 46 85 142 53 47 48 47 130 73 182 193 53 79 55 203 61 251 49 852 53 46 59 646 51
internal_value=0 5.88462e-07 -0.000150647 -3.61054e-05 3.95456e-05 0.000118805 0.000342762 8.90063e-05 0.000296997 -5.44823e-05 2.9331e-05 -9.53153e-05 -3.04161e-08 2.65548e-06 -0.000204904 4.68868e-05 0.000170287 -5.87322e-05 0.00010676 0.00015306 1.08334e-05 3.66327e-05 1.67865e-05 -0.000104826 -3.31079e-05 2.56659e-05 -0.000274573
internal_weight=0 3707 755 685 2952 990 280 227 95 132 710 268 1962 639 109 530 248 282 442 381 1885 1547 195 338 241 1498 97
internal_count=3754 3707 755 685 2952 990 280 227 95 132 710 268 1962 639 109 530 248 282 442 381 1885 1547 195 338 241 1498 97
is_linear=0
shrinkage=0.0995203


Tree=9420
num_leaves=16
num_cat=0
split_feature=18 6 8 3 8 3 20 3 9 19 8 8 18 8 18
split_gain=0.00367872 0.00111113 0.00117168 0.0013428 0.00122927 0.00204119 0.000761808 0.000804273 0.000633794 0.000606718 0.000405244 0.00137002 0.000631028 0.000581813 0.000498685
threshold=0.26473000000000008 0.10313000000000001 -0.083294999999999994 0.092300000000000021 -0.077604999999999993 0.10871500000000002 0.14849500000000004 0.11926500000000002 0.095585000000000017 0.13571500000000003 -0.08595499999999999 -0.085165000000000005 0.088635000000000019 -0.086404999999999996 0.095920000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 8 9 -8 -6 10 13 -12 -13 14 -1
right_child=-2 2 3 4 5 -7 7 -9 -10 -11 11 12 -14 -15 -16
leaf_value=4.2295559158620197e-05 -0.00072466295527305233 -0.00016431054290050662 0.00070292304441452636 -0.00019431339444137211 0.00084948270453485291 -5.7911697036096683e-05 -1.4065352556320406e-05 -0.00057903375234022415 0.00030197741898578101 0.00033377698814918426 -0.00043049439798525929 -5.6610768105793462e-05 9.07310242409808e-05 0.0003704899438828182 -0.0001479612195623137
leaf_weight=845 72 88 53 73 51 87 56 50 46 48 89 1614 347 47 162
leaf_count=845 72 88 53 73 51 87 56 50 46 48 89 1614 347 47 162
internal_value=0 -6.0033e-06 0.000150674 0.00024273 0.000144641 0.000283567 -2.53945e-05 -0.000288283 0.000598281 -1.62939e-05 -2.19711e-05 -4.79025e-05 -3.01211e-05 2.76879e-05 1.08753e-05
internal_weight=0 3656 398 310 257 184 3258 106 97 3152 3104 2050 1961 1054 1007
internal_count=3728 3656 398 310 257 184 3258 106 97 3152 3104 2050 1961 1054 1007
is_linear=0
shrinkage=0.0995203


Tree=9421
num_leaves=21
num_cat=0
split_feature=6 6 8 17 3 8 6 3 9 0 9 8 5 21 6 28 24 26 8 26
split_gain=0.00118752 0.00177006 0.00823388 0.0010488 0.00156868 0.000991511 0.00118605 0.000843268 0.00243226 0.000841123 0.001007 0.000793155 0.000701304 0.000609265 0.000964437 0.000511243 0.000464073 0.000394813 0.000653003 0.00064413
threshold=0.10313000000000001 0.090710000000000027 -0.09547499999999999 -0.014289999999999999 0.089655000000000026 -0.083294999999999994 0.11146500000000002 0.10871500000000002 0.090150000000000022 -0.079954999999999984 0.092775000000000024 -0.077604999999999993 -0.068984999999999991 0.13557500000000003 -0.060679999999999998 1.0000000180025095e-35 -0.023524999999999997 0.094605000000000022 -0.049499999999999995 0.09271500000000002
decision_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 9 -5 -2 -7 8 -8 -4 -11 -10 -6 15 -15 16 -1 19 -19 -18
right_child=5 2 3 4 12 6 7 -9 11 10 -12 -13 -14 14 -16 -17 17 18 -20 -21
leaf_value=-0.00023296219037242491 -0.00014795832778427814 -0.0014900423541352437 0.00045422519838227669 -0.0007139332918620439 -0.00025949382816715672 0.00062300094754786696 0.00087681033269412984 -0.00011615090548748616 -0.00024339892853622838 -0.00037676103129062762 0.00027935202652716731 0.00026210121088064372 0.00019817078933590594 -0.00052182676868445179 6.1799722159484226e-05 0.00023570534783907092 -8.9303852415898164e-06 0.00017965549442607373 -0.00010816351065782306 -0.00032512636573857426
leaf_weight=90 88 46 52 48 71 61 46 88 57 46 46 66 61 58 50 86 2235 259 108 66
leaf_count=90 88 46 52 48 71 61 46 88 57 46 46 66 61 58 50 86 2235 259 108 66
internal_value=0 -3.79547e-05 -0.000243264 -6.37251e-05 -0.00022558 0.000142121 0.000224969 0.000127309 0.000258925 0.000132909 -3.98064e-05 2.11895e-05 -4.17956e-05 -1.19442e-05 -0.00024405 -2.8422e-06 -1.05774e-05 -2.76884e-06 9.27261e-05 -1.83557e-05
internal_weight=0 3322 370 324 180 406 318 257 169 144 92 123 132 2952 108 2844 2758 2668 367 2301
internal_count=3728 3322 370 324 180 406 318 257 169 144 92 123 132 2952 108 2844 2758 2668 367 2301
is_linear=0
shrinkage=0.0995203


Tree=9422
num_leaves=11
num_cat=0
split_feature=18 20 10 23 17 8 18 1 21 5
split_gain=0.002934 0.000781217 0.000635803 0.000508372 0.000597804 0.000712526 0.00197299 0.00152064 0.000543289 0.000386596
threshold=0.26473000000000008 -0.41270499999999993 0.093790000000000026 0.086650000000000019 0.23832000000000006 -0.077784999999999993 -0.053034999999999992 -0.06921999999999999 0.14299000000000003 -0.47386999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 7 -7 -6 9 -3
right_child=-2 2 -4 -5 5 6 -8 -9 -10 -11
leaf_value=0.00039471184272665296 -0.00064556241818325454 -0.00012277445543797921 -0.0003203024055226825 -0.00028367849334124214 -0.00035038321154475655 0.00074864617906388682 2.2537719966472644e-06 0.00017394488513577236 -0.00025737847735011424 4.7449442666342087e-06
leaf_weight=48 72 257 64 63 79 57 97 178 88 2725
leaf_count=48 72 257 64 63 79 57 97 178 88 2725
internal_value=0 -3.74872e-06 -9.27664e-06 -3.42893e-06 1.40793e-06 0.000114336 0.000283832 9.58475e-06 -1.34438e-05 -5.97064e-06
internal_weight=0 3656 3608 3544 3481 411 154 257 3070 2982
internal_count=3728 3656 3608 3544 3481 411 154 257 3070 2982
is_linear=0
shrinkage=0.0995203


Tree=9423
num_leaves=10
num_cat=0
split_feature=18 22 6 19 6 26 6 26 21
split_gain=0.00237902 0.00198721 0.000637192 0.000607483 0.000707781 0.000501738 0.000833803 0.000657472 0.000357076
threshold=0.26473000000000008 0.13160500000000006 0.18123500000000006 0.12213000000000003 0.13225500000000004 0.096685000000000021 0.10313000000000001 0.09271500000000002 0.092150000000000024
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 -5
right_child=-2 -3 -4 8 -6 6 -8 -9 -10
leaf_value=-6.3349852102832798e-06 -0.00058131592813570328 -0.0005917765726856151 0.00027484679996277737 0.00043437820940911767 -0.00036949855812345712 3.0780873120203552e-05 0.00037383299499236952 -0.00019000818779119267 6.1056337909812849e-05
leaf_weight=2549 72 56 85 48 53 505 83 210 67
leaf_count=2549 72 56 85 48 53 505 83 210 67
internal_value=0 -3.35336e-06 5.57251e-06 -7.06214e-07 -8.54722e-06 -2.58694e-06 8.05971e-05 -2.06119e-05 0.000223996
internal_weight=0 3656 3600 3515 3400 3347 588 2759 115
internal_count=3728 3656 3600 3515 3400 3347 588 2759 115
is_linear=0
shrinkage=0.0995203


Tree=9424
num_leaves=14
num_cat=0
split_feature=22 18 6 17 6 4 9 26 0 6 17 26 17
split_gain=0.0360049 0.00118818 0.000745005 0.000985534 0.000411236 0.000408703 0.000400336 0.000963916 0.0012627 0.000666061 0.000305556 0.000372038 0.00013584
threshold=0.13264000000000004 0.16375000000000003 0.11884000000000002 0.40057000000000009 0.18123500000000006 0.14727500000000002 0.11351500000000002 0.11991000000000003 -0.066264999999999991 0.11481500000000001 -0.026504999999999997 0.10393000000000002 -0.093784999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 7 9 -9 -1 -8 -12 -3
right_child=-2 12 3 -5 -6 -7 10 8 -10 -11 11 -13 -14
leaf_value=1.1519533191491897e-05 -0.0027149405361694976 0.00018010559408151346 -8.7926423377430429e-05 0.00059635582357598358 0.00025536096896554706 0.00025298120423922931 -1.1295675318384051e-05 -0.00044573808116805984 0.00014314614817037641 -0.00036987643101516371 7.0654648177725582e-05 0.0004662483677864409 0.00040737185315863208
leaf_weight=2930 48 66 72 49 63 65 63 106 52 46 59 47 78
leaf_count=2930 48 66 72 49 63 65 63 106 52 46 59 47 78
internal_value=0 2.83178e-05 1.67127e-05 0.00021184 6.62105e-05 5.80949e-06 6.9753e-07 -7.09896e-06 -0.000246747 5.34922e-06 0.000150122 0.000253782 0.000308893
internal_weight=0 3696 3552 184 135 3368 3303 3134 158 2976 169 106 144
internal_count=3744 3696 3552 184 135 3368 3303 3134 158 2976 169 106 144
is_linear=0
shrinkage=0.0995203


Tree=9425
num_leaves=16
num_cat=0
split_feature=22 6 2 1 1 19 8 20 2 6 27 21 21 8 4
split_gain=0.0291972 0.000867999 0.000616558 0.00182614 0.00087714 0.000548495 0.000464035 0.000849954 0.000667148 0.000972722 0.000677566 0.000344838 0.000301475 0.000226782 0.000330372
threshold=0.13264000000000004 0.11884000000000002 -0.065059999999999993 -0.047889999999999995 -0.049499999999999995 0.13571500000000003 -0.088634999999999992 0.10252000000000001 -0.073194999999999996 0.11056500000000001 -1.0000000180025095e-35 -0.072824999999999987 0.10940500000000002 -0.51030999999999993 0.11198000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 11 8 9 -8 -10 -1 -9 -13 -15
right_child=-2 2 4 -5 -6 -7 7 12 10 -11 -12 13 -14 14 -16
leaf_value=-0.00017150492721564829 -0.0024447493249962833 0.00084257002550846888 -0.00016120437039422665 -1.360594369732753e-05 0.00036648935866537302 0.0002744112783616984 -2.239686611106198e-05 -0.00047673577452962598 -0.00023571414270694984 -0.00047360979613944435 0.00010739439181227433 0.00025726531299564189 -0.00011467773328726121 0.00010532087814952246 -5.7611560445767846e-05
leaf_weight=52 48 48 70 47 55 78 1673 49 61 49 671 75 57 560 151
leaf_count=52 48 48 70 47 55 78 1673 49 61 49 671 75 57 560 151
internal_value=0 2.55878e-05 0.000217536 0.000410371 6.44319e-05 1.32037e-05 6.96685e-06 -1.38072e-05 -1.55355e-06 -3.57117e-05 7.76837e-05 7.14062e-05 -0.000289767 8.85181e-05 6.95664e-05
internal_weight=0 3696 220 95 125 3476 3398 2560 2454 1722 732 838 106 786 711
internal_count=3744 3696 220 95 125 3476 3398 2560 2454 1722 732 838 106 786 711
is_linear=0
shrinkage=0.0995203


Tree=9426
num_leaves=14
num_cat=0
split_feature=10 18 6 18 5 18 18 18 5 18 4 26 2
split_gain=0.0269854 0.000875992 0.000543155 0.000874382 0.00091658 0.000416495 0.00123217 0.000567837 0.00123331 0.000484964 0.000397462 0.000316187 0.000109443
threshold=0.096215000000000023 0.16375000000000003 0.11884000000000002 -0.07989499999999998 -0.01554 -0.06656999999999999 -0.074709999999999985 -0.07989499999999998 -0.025879999999999997 -0.055464999999999993 0.15116500000000005 0.11991000000000003 -0.068779999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 8 -1 -7 11 -11 -3
right_child=-2 12 3 4 -6 9 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.00049452468291287164 -0.0022352052250324949 0.00018107462443110807 0.00055580961208585259 -0.00019267161239564144 0.00032816085182175146 0.00033008906696496563 -0.00052670982596921434 0.00031313693522528756 -8.2057920047349312e-06 2.8523995362411035e-05 0.00031447205648658141 -0.00011406997110344929 0.00039233834455381337
leaf_weight=55 53 89 47 70 63 53 50 48 920 2030 46 165 55
leaf_count=55 53 89 47 70 63 53 50 48 920 2030 46 165 55
internal_value=0 2.64512e-05 1.64363e-05 0.000185057 4.78834e-05 7.17875e-06 -4.36829e-05 -1.92743e-05 -3.64788e-05 3.13257e-05 2.38946e-05 1.74321e-05 0.000267451
internal_weight=0 3691 3547 180 133 3367 1073 1023 975 2294 2241 2195 144
internal_count=3744 3691 3547 180 133 3367 1073 1023 975 2294 2241 2195 144
is_linear=0
shrinkage=0.0995203


Tree=9427
num_leaves=9
num_cat=0
split_feature=10 18 20 19 18 9 9 26
split_gain=0.0218825 0.000716239 0.000535792 0.000457726 0.000527569 0.000491471 0.0008865 0.000559315
threshold=0.096215000000000023 0.26090000000000008 -0.24910499999999999 0.13571500000000003 0.15891500000000006 0.096130000000000021 0.097990000000000022 0.11819500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4
right_child=-2 -3 3 -5 -6 6 -8 -9
leaf_value=0.00028611900346827009 -0.0020127569651538142 0.00030996596559863338 3.1563427943721954e-06 0.00027311890682139438 -0.00029371632398222317 0.00032518576132253152 2.7487853292600758e-05 -0.00021981484405454417
leaf_weight=72 53 85 2706 65 57 129 461 116
leaf_count=72 53 85 2706 65 57 129 461 116
internal_value=0 2.38629e-05 1.68919e-05 1.11751e-05 6.03101e-06 1.12784e-05 9.39653e-05 -5.71894e-06
internal_weight=0 3691 3606 3534 3469 3412 590 2822
internal_count=3744 3691 3606 3534 3469 3412 590 2822
is_linear=0
shrinkage=0.0995203


Tree=9428
num_leaves=25
num_cat=0
split_feature=8 8 3 3 1 6 6 26 3 0 8 1 27 26 0 5 0 5 3 0 1 4 8 1
split_gain=0.00565683 0.0428502 0.00324376 0.0323075 0.00162484 0.000913938 0.000579946 0.00123262 0.00086738 0.000617966 0.00060441 0.000469184 0.000402796 0.000524887 0.000681087 0.000910179 0.000617708 0.000393765 0.000887518 0.000651928 0.000908231 0.000498823 0.000124934 5.17104e-05
threshold=-0.10337499999999999 -0.11187999999999999 0.085730000000000015 0.085355000000000028 -0.17548999999999998 0.18123500000000006 0.086420000000000011 0.088015000000000024 0.084855000000000028 -0.085794999999999996 -0.092094999999999996 -0.50388999999999995 0.078330000000000025 0.10725000000000003 -0.12469 -0.10894 -0.14824999999999997 -0.077634999999999996 0.08666500000000002 0.12433000000000002 -0.44477499999999998 0.086105000000000029 -0.15530999999999998 -0.139265
decision_type=2 2 2 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 -2 11 8 9 10 -8 -6 -4 13 14 16 -16 -1 18 -13 20 -19 -20 -14 -17
right_child=2 -3 5 -5 6 -7 7 -9 -10 -11 -12 17 22 -15 15 23 -18 19 21 -21 -22 -23 -24 -25
leaf_value=0.00010558731931228674 0.00059578978873970289 0.0032253584515166368 0.00027215464973133729 -0.0023941324698269584 0.00029658462066496448 0.00042184605885439621 0.00054575518480429229 -0.00028928936941418232 -0.00047848681697562455 6.7668188804847993e-05 -8.2821489843790718e-05 0.00051723006615515387 8.9619892150561188e-05 -0.00030085540139229933 0.00051977430579440518 8.5803083884800844e-05 -0.00037790586518640157 -0.0004282804549986939 0.00012782793797144046 0.00035955738127764773 1.1027917412185947e-05 -4.3632525211414451e-05 0.00032854426669319769 -5.5542669914527759e-05
leaf_weight=47 46 47 88 60 48 66 58 46 49 58 294 47 56 50 53 47 54 48 472 51 1594 252 55 54
leaf_count=47 46 47 88 60 48 66 58 46 49 58 294 47 56 50 53 47 54 48 472 51 1594 252 55 54
internal_value=0 0.0003767 4.79868e-06 -0.000192278 2.69087e-05 5.47193e-05 -1.89321e-05 0.000137477 -8.58295e-05 0.000313769 -2.71778e-05 4.49038e-05 5.28887e-05 -3.56386e-06 5.15183e-05 0.000185594 -0.000144809 3.64555e-05 9.55243e-05 9.07174e-06 -1.31569e-06 6.70176e-05 0.000215381 2.12689e-06
internal_weight=0 463 3277 659 599 2618 553 162 391 116 342 2552 416 305 255 154 101 2464 771 1693 1642 724 111 101
internal_count=3740 463 3277 659 599 2618 553 162 391 116 342 2552 416 305 255 154 101 2464 771 1693 1642 724 111 101
is_linear=0
shrinkage=0.0995203


Tree=9429
num_leaves=21
num_cat=0
split_feature=18 26 26 3 6 20 3 5 5 26 28 20 1 20 20 1 5 4 3 21
split_gain=0.00970671 0.00404613 0.0134653 0.00479801 0.0400748 0.00188582 0.000785951 0.000646914 0.000879473 0.000643563 0.000504573 0.000457015 0.00106216 0.000450191 0.000514909 0.000404627 0.000638672 0.000416475 0.000339588 0.000279183
threshold=0.26473000000000008 0.082850000000000021 0.07987000000000001 0.085505000000000012 0.08846500000000003 -0.240845 0.08511500000000001 -0.0093650000000000001 -0.0031649999999999998 0.088115000000000013 1.0000000180025095e-35 -0.083495 -0.0084199999999999987 -0.082220000000000001 -0.080754999999999993 -0.49056499999999997 0.2686150000000001 0.14039500000000002 0.086015000000000022 -0.019084999999999998
decision_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 6 -1 7 9 -9 -3 15 12 19 -13 -15 16 -7 -17 -16 -5
right_child=-2 3 -4 11 -6 10 -8 8 -10 -11 -12 13 -14 14 18 17 -18 -19 -20 -21
leaf_value=0.00070194473583949266 0.0011988807765533128 -3.9625038390611857e-05 0.0017256676193780247 -7.1146391433835729e-05 -0.0030393050556058489 -3.6088763036366199e-05 0.00038332647986120364 0.00044377920601228345 -0.00013540639250865955 -0.00043444676663074744 0.00038425379129301758 0.00030794472671901091 -0.00039562762510553679 -0.00023545818238822656 0.00025492545483646534 1.689511535065508e-05 0.00035321821892419646 0.00023101004558161918 1.7233859656271264e-05 0.00025116152494890673
leaf_weight=49 71 141 52 54 49 63 46 50 51 61 50 54 87 77 63 1044 106 100 1424 48
leaf_count=49 71 141 52 54 49 63 46 50 51 61 50 54 87 77 63 1044 106 100 1424 48
internal_value=0 2.35764e-05 0.000151998 -6.1317e-05 -0.000374163 9.34639e-05 0 -5.81643e-05 0.000143214 -0.000162906 7.09883e-05 7.13575e-06 -0.000138655 2.46716e-05 1.43677e-05 5.84354e-05 0.000203248 3.6327e-05 2.78547e-05 7.25022e-05
internal_weight=0 3669 1464 2205 398 1412 349 303 101 202 1363 1807 189 1618 1564 1313 169 1144 1487 102
internal_count=3740 3669 1464 2205 398 1412 349 303 101 202 1363 1807 189 1618 1564 1313 169 1144 1487 102
is_linear=0
shrinkage=0.0995203


Tree=9430
num_leaves=22
num_cat=0
split_feature=18 9 9 8 9 6 10 8 8 5 8 5 6 17 8 20 20 1 20 28 8
split_gain=0.00786914 0.00265779 0.00606582 0.0105775 0.00577713 0.0315208 0.0020585 0.000842199 0.00153636 0.00161956 0.00150206 0.000820729 0.000485152 0.000357208 0.00102842 0.000404693 0.000343412 0.000328111 0.000317232 0.000326628 0.000309999
threshold=0.26473000000000008 0.083795000000000022 0.081095000000000014 -0.091600000000000001 0.085665000000000033 0.08846500000000003 0.09056500000000002 -0.081415000000000001 -0.08595499999999999 -0.025879999999999997 -0.084915000000000004 -0.012164999999999999 -0.48214499999999999 0.51392000000000015 -0.079585000000000003 -0.083330000000000001 -0.079399999999999984 -0.012865 -0.17097999999999999 0.088260000000000019 0.10649000000000002
decision_type=2 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 5 7 13 8 9 -3 -10 -5 -1 15 -15 17 -17 -6 -14 20 -20
right_child=-2 4 3 11 6 -7 -8 -9 10 -11 -12 -13 18 14 -16 16 -18 -19 19 -21 -22
leaf_value=-0.0002199498730043023 0.0010795678756424718 -0.00021613239352864374 0.001996588413282493 -0.00011367330052294416 -9.7966570569872768e-06 -0.002738678674976667 0.00055650657662893515 0.00031981901934962623 -0.00079506872521545931 0.00031794046079238126 -0.00013669238986839695 0.00044419238446102621 0.00032651244781524197 -8.0200173138635954e-05 0.00054333330642296893 -0.00014935410468656747 5.0607396233501693e-06 0.00023538643528258751 6.1973954848140684e-05 0.00032286047123431547 -0.00019256604779021623
leaf_weight=57 71 114 46 49 82 49 73 47 53 110 109 52 49 55 47 157 1486 130 809 46 49
leaf_count=57 71 114 46 49 82 49 73 47 53 110 109 52 49 55 47 157 1486 130 809 46 49
internal_value=0 2.12967e-05 0.000146244 0.000744021 -3.59269e-05 -0.000345822 3.72509e-05 -7.31461e-05 -0.000123115 4.2481e-05 -0.000357141 0.00016544 5.84304e-05 1.74633e-05 0.000199089 7.03501e-06 -9.19642e-06 0.00013669 7.59397e-05 6.14522e-05 4.64832e-05
internal_weight=0 3669 1157 147 2512 482 2030 433 386 224 162 101 1010 1957 102 1855 1643 212 953 904 858
internal_count=3740 3669 1157 147 2512 482 2030 433 386 224 162 101 1010 1957 102 1855 1643 212 953 904 858
is_linear=0
shrinkage=0.0995203


Tree=9431
num_leaves=18
num_cat=0
split_feature=18 26 26 3 6 10 6 5 11 4 3 9 17 17 3 3 3
split_gain=0.00638018 0.00292325 0.0107575 0.00391053 0.0301112 0.0017781 0.000670574 0.000829713 0.000652613 0.000782619 0.000477931 0.000411162 0.00107404 0.000371349 0.000404798 0.000878116 0.000416685
threshold=0.26473000000000008 0.082850000000000021 0.07987000000000001 0.085505000000000012 0.08846500000000003 0.09056500000000002 0.086420000000000011 -0.0093650000000000001 -0.37931999999999999 0.14039500000000002 0.11089500000000001 0.085335000000000022 -0.0064000000000000003 0.51392000000000015 0.086015000000000022 0.086605000000000029 0.087170000000000011
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 8 11 -8 -1 10 -10 12 -3 14 -5 -16 -17
right_child=-2 3 -4 13 -6 -7 7 -9 9 -11 -12 -13 -14 -15 15 16 -18
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leaf_weight=51 71 117 52 77 49 67 57 55 858 80 356 52 68 86 80 83 1481
leaf_count=51 71 117 52 77 49 67 57 55 858 80 356 52 68 86 80 83 1481
internal_value=0 1.91772e-05 0.00012836 -5.29432e-05 -0.000335396 7.598e-05 -8.68727e-06 0.000189395 5.03869e-05 6.46694e-05 4.40341e-05 -0.00010575 -0.000177182 8.81522e-06 -7.96591e-07 -1.17157e-05 4.21773e-06
internal_weight=0 3669 1464 2205 398 1412 349 112 1345 1294 1214 237 185 1807 1721 1644 1564
internal_count=3740 3669 1464 2205 398 1412 349 112 1345 1294 1214 237 185 1807 1721 1644 1564
is_linear=0
shrinkage=0.0995203


Tree=9432
num_leaves=16
num_cat=0
split_feature=1 10 0 3 3 3 0 6 3 3 0 10 22 3 3
split_gain=0.00939549 0.00129496 0.00152542 0.0014314 0.0179065 0.00790719 0.00107059 0.000757007 0.00176669 0.00101274 0.000606889 0.000570002 0.000533767 0.000447625 0.000432364
threshold=-0.55579999999999996 0.089450000000000016 -0.061654999999999995 0.088745000000000032 0.088475000000000012 0.08895500000000002 -0.26289499999999993 0.088055000000000022 0.085845000000000019 0.084550000000000028 -0.082339999999999983 0.086030000000000023 0.086140000000000008 0.16637500000000002 0.087515000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 -5 -7 12 9 -9 -10 13 14 -8 -2
right_child=1 2 -4 5 -6 6 11 8 10 -11 -12 -13 -14 -15 -16
leaf_value=0.0013438329928698964 -5.0002562049875093e-05 -3.6647178224920733e-05 0.00074165373994150065 -0.0013380226778040901 0.0019641231924664806 -0.00050752036879293339 -1.7018747508413267e-05 9.6722319863057644e-05 -0.00021619499507578095 0.00071193326421065345 0.00013235194244470375 -0.00036566516831501263 0.00022335197710177782 -0.00023688942312564796 -0.00025822156941312369
leaf_weight=51 778 48 48 48 47 49 2054 53 109 61 88 51 61 97 117
leaf_count=51 778 48 48 48 47 49 2054 53 109 61 88 51 61 97 117
internal_value=0 -1.61806e-05 0.000343976 -2.59768e-05 5.65289e-05 -7.34893e-05 -4.61609e-05 -1.35882e-05 0.000120433 0.000433095 -5.63434e-05 -3.55227e-05 -5.80434e-05 -2.73145e-05 -7.81369e-05
internal_weight=0 3709 96 3613 1314 2299 2251 1267 311 114 197 2202 956 2151 895
internal_count=3760 3709 96 3613 1314 2299 2251 1267 311 114 197 2202 956 2151 895
is_linear=0
shrinkage=0.0995203


Tree=9433
num_leaves=19
num_cat=0
split_feature=18 17 5 18 1 0 17 17 21 3 2 3 3 6 5 18 18 5
split_gain=0.00871963 0.00151551 0.0167254 0.00344758 0.00894514 0.000893288 0.000895014 0.000612304 0.000886639 0.00069576 0.00173721 0.000948911 0.000647677 0.00058798 0.00129749 0.000793847 0.000424257 0.000269149
threshold=0.31690500000000005 -0.012754999999999999 -0.14289499999999997 -0.084954999999999989 -0.010764999999999999 -0.26289499999999993 -0.010239999999999999 -0.031185000000000001 0.14680000000000004 0.10892000000000003 -0.096664999999999987 0.10583000000000002 0.089305000000000009 0.11816500000000002 -0.042209999999999991 -0.080814999999999984 -0.025879999999999997 -0.0086449999999999982
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 17 -5 -7 8 9 11 -11 -4 16 15 -15 -8 -9 -3
right_child=-2 3 7 5 -6 6 13 12 -10 10 -12 -13 -14 14 -16 -17 -18 -19
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leaf_weight=46 47 53 1086 48 46 50 49 53 62 60 293 66 55 65 51 1525 59 46
leaf_count=46 47 53 1086 48 46 50 49 53 62 60 293 66 55 65 51 1525 59 46
internal_value=0 -1.50533e-05 5.09287e-05 -7.62363e-05 -0.000543378 -3.7895e-05 -2.57131e-05 7.6916e-07 -1.80622e-05 -2.32038e-06 0.000119338 -4.03099e-05 0.00018237 -1.29367e-05 -0.000229254 2.48521e-06 3.70076e-05 -2.25537e-06
internal_weight=0 3713 1780 1933 145 1788 1740 1734 1567 1505 353 1152 167 1690 116 1574 112 99
internal_count=3760 3713 1780 1933 145 1788 1740 1734 1567 1505 353 1152 167 1690 116 1574 112 99
is_linear=0
shrinkage=0.0995203


Tree=9434
num_leaves=20
num_cat=0
split_feature=1 8 8 2 2 2 17 0 0 2 6 23 4 5 2 26 0 0 8
split_gain=0.00721866 0.00134236 0.0112302 0.00176784 0.015479 0.0013246 0.00177657 0.000606399 0.00112265 0.000986847 0.000640078 0.000591795 0.000624075 0.000427425 0.00076169 0.000537258 0.000562522 0.000285289 0.000265314
threshold=-0.55579999999999996 -0.084674999999999986 -0.084184999999999996 -0.081734999999999988 -0.082275000000000001 0.12875500000000004 -0.56005499999999986 -0.087504999999999986 -0.085794999999999996 -0.086254999999999984 0.085760000000000017 -0.046924999999999994 0.13630500000000004 -0.010264999999999998 -0.080914999999999987 0.094935000000000033 -0.11239999999999999 -0.080500000000000002 -0.088304999999999995
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 6 -4 10 -9 -10 18 -8 -13 14 -5 16 -16 -15 -2
right_child=1 2 5 13 -6 -7 11 8 9 -11 -12 12 -14 17 15 -17 -18 -19 -20
leaf_value=0.0011777053520141945 -6.4968893641970053e-05 -0.0015057872812653118 0.00049415232081163299 -0.00041391244373155069 0.001851287982555115 -0.00048845493253723519 -0.00034691218739853284 0.00044040839340456992 0.00019085056173955792 -0.00025443676316880189 -0.00032763166702605494 -2.9634872843215973e-05 0.00031205149218999957 0.00024610445658619032 -0.00014611164623617962 -0.00027246366793428652 9.5655474234248013e-05 -9.6613085710167958e-06 0.00018010490352116175
leaf_weight=51 118 52 66 61 51 60 57 85 121 83 71 2105 54 74 149 81 263 90 68
leaf_count=51 118 52 66 61 51 60 57 85 121 83 71 2105 54 74 149 81 263 90 68
internal_value=0 -1.43924e-05 -5.89463e-05 6.6097e-05 0.000192871 -2.64722e-05 -1.39667e-05 3.64647e-05 0.000136365 5.66685e-06 -7.26889e-05 -2.94696e-05 -2.07096e-05 -3.81726e-05 -8.07764e-05 -3.78962e-05 6.23331e-06 0.000100754 2.02268e-05
internal_weight=0 3709 2394 1315 597 2342 2282 546 289 204 257 2216 2159 718 554 493 412 164 186
internal_count=3760 3709 2394 1315 597 2342 2282 546 289 204 257 2216 2159 718 554 493 412 164 186
is_linear=0
shrinkage=0.0995203


Tree=9435
num_leaves=26
num_cat=0
split_feature=17 17 5 20 20 17 9 17 9 21 17 0 5 17 2 17 8 17 2 5 4 17 2 4 2
split_gain=0.00662638 0.00122835 0.013449 0.00148022 0.00362054 0.00800434 0.000830978 0.00133558 0.00233675 0.000743045 0.000689567 0.000634076 0.000600615 0.000845374 0.000576859 0.00307013 0.00111235 0.000574142 0.000792887 0.000548899 0.000517482 0.000515038 0.000439441 0.000184116 4.5216e-05
threshold=-0.57205499999999987 -0.015100000000000001 -0.14289499999999997 -0.077649999999999983 -0.084084999999999993 0.0047200000000000011 0.097365000000000021 0.07134500000000002 0.11408000000000003 0.12393500000000003 -0.56005499999999986 -0.052884999999999995 -0.025879999999999997 0.048755000000000014 -0.084869999999999987 -0.010239999999999999 -0.081534999999999982 -0.031185000000000001 0.096520000000000022 0.16703000000000004 0.087155000000000024 0.41752000000000006 -0.083665000000000003 0.094995000000000024 -0.08040499999999999
decision_type=2 2 2 2 2 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 12 -6 9 8 -8 14 -4 17 13 -3 16 -16 -5 18 -12 23 -21 -9 -19 -13 -7
right_child=1 3 10 6 5 24 7 21 -10 -11 11 19 -14 -15 15 -17 -18 22 -20 20 -22 -23 -24 -25 -26
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leaf_weight=54 46 81 51 145 60 46 91 52 88 48 1102 58 89 91 50 996 63 47 76 125 78 49 75 51 48
leaf_count=54 46 81 51 145 60 46 91 52 88 48 1102 58 89 91 50 996 63 47 76 125 78 49 75 51 48
internal_value=0 -1.43906e-05 4.72633e-05 -6.7563e-05 -0.000235069 -0.000617815 -2.31042e-05 0.000131552 0.000296394 -5.69924e-05 3.38741e-07 -1.05669e-05 -6.09834e-06 -0.000117718 -4.15621e-05 -7.21335e-05 0.000108241 1.94598e-05 -1.13396e-06 -0.000138302 -0.000235597 -0.000152489 0.000225018 3.53882e-05 -3.56433e-05
internal_weight=0 3706 1709 1997 415 154 1582 280 179 1302 1663 1612 261 172 1254 1046 208 1300 1178 312 203 101 122 109 94
internal_count=3760 3706 1709 1997 415 154 1582 280 179 1302 1663 1612 261 172 1254 1046 208 1300 1178 312 203 101 122 109 94
is_linear=0
shrinkage=0.0995203


Tree=9436
num_leaves=11
num_cat=0
split_feature=17 7 0 5 0 9 19 6 1 6
split_gain=0.000986504 0.00076442 0.000568274 0.000866433 0.00082228 0.000416919 0.000393443 0.0002802 0.000603408 0.000362116
threshold=-0.55380499999999999 -0.23835999999999999 -0.23032 -0.09583499999999999 -0.20796499999999998 0.09253500000000002 -0.15196499999999999 0.10165000000000003 -0.047239999999999997 0.088155000000000025
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 -1 -6 9 -9 -8
right_child=1 2 4 -5 6 -7 7 8 -10 -11
leaf_value=-8.8622317554561253e-05 0.00040324225558420761 -0.00044556884142515815 0.00042008715658294938 8.4064717932954351e-05 -0.00028497716849491318 -0.00046866091630681219 -1.1089101583836023e-06 -0.00014062350634951493 0.00014071869774720056 8.6213824825820569e-05
leaf_weight=66 47 69 47 51 47 61 2361 312 97 582
leaf_count=66 47 69 47 51 47 61 2361 312 97 582
internal_value=0 4.47803e-06 -5.48141e-07 -0.000213653 6.63524e-06 -0.000277607 6.77346e-07 4.92687e-06 -7.18978e-05 1.58816e-05
internal_weight=0 3613 3566 120 3446 127 3399 3352 409 2943
internal_count=3740 3613 3566 120 3446 127 3399 3352 409 2943
is_linear=0
shrinkage=0.0995203


Tree=9437
num_leaves=15
num_cat=0
split_feature=7 8 0 9 9 3 0 21 0 21 3 5 3 0
split_gain=0.000650601 0.000553447 0.00116567 0.00164023 0.00111691 0.000907969 0.000476125 0.000842577 0.000634711 0.000486578 0.000308546 0.000726706 0.000328793 0.000217313
threshold=-0.23835999999999999 0.068430000000000019 -0.057604999999999996 0.098720000000000016 0.11007500000000002 0.10669500000000003 -0.23032 0.083750000000000019 -0.20796499999999998 -0.091649999999999995 0.12212000000000002 0.51100000000000012 0.14823500000000003 -0.083589999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 5 13 -4 7 -2 -8 -10 11 -11 -12 -3
right_child=1 2 3 -5 -6 -7 8 -9 9 10 12 -13 -14 -15
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leaf_weight=47 63 58 59 57 56 58 46 57 79 2695 211 83 125 46
leaf_count=47 63 58 59 57 56 58 46 57 79 2695 211 83 125 46
internal_value=0 -9.2949e-06 -0.000131522 -0.000310571 5.80767e-05 -8.93073e-05 2.615e-06 -0.000191711 1.00672e-05 4.51986e-06 -1.40676e-06 -1.25599e-05 8.83692e-05 -0.000128886
internal_weight=0 3693 334 174 160 117 3359 120 3239 3193 3114 2778 336 104
internal_count=3740 3693 334 174 160 117 3359 120 3239 3193 3114 2778 336 104
is_linear=0
shrinkage=0.0995203


Tree=9438
num_leaves=19
num_cat=0
split_feature=17 5 2 3 3 3 18 9 26 18 6 26 26 2 3 6 4 4
split_gain=0.000704917 0.000509244 0.00039926 0.00103306 0.00401049 0.000707848 0.000503308 0.000765338 0.000855568 0.00145671 0.000649983 0.000541662 0.000586017 0.000538328 0.000473926 0.000536235 0.000324578 0.000222535
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 6 4 17 -5 7 8 10 -10 -3 12 -9 -8 -7 -16 -1 -4
right_child=1 2 3 5 -6 14 13 11 9 -11 -12 -13 -14 -15 15 -17 -18 -19
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leaf_weight=67 64 1626 49 60 47 58 63 78 51 52 782 46 59 48 306 177 60 47
leaf_count=67 64 1626 49 60 47 58 63 78 51 52 782 46 59 48 306 177 60 47
internal_value=0 3.93983e-06 9.18049e-06 7.41e-05 0.000314823 1.5461e-05 -7.74695e-06 5.07169e-07 -1.35079e-05 -0.000294426 -1.1519e-06 0.000197286 9.06888e-05 -0.000215452 5.27237e-05 1.86411e-05 -0.000234497 -4.58003e-05
internal_weight=0 3613 3549 744 143 601 2805 2694 2511 103 2408 183 137 111 541 483 127 96
internal_count=3740 3613 3549 744 143 601 2805 2694 2511 103 2408 183 137 111 541 483 127 96
is_linear=0
shrinkage=0.0995203


Tree=9439
num_leaves=8
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split_feature=1 7 11 4 1 2 19
split_gain=0.000515644 0.000455848 0.00051604 0.000702461 0.00046052 0.000705091 0.000380452
threshold=-0.55579999999999996 -0.23835999999999999 -0.37506 0.14996500000000004 -0.50954999999999984 -0.24151999999999998 -0.15196499999999999
decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7
right_child=1 2 3 -5 5 6 -8
leaf_value=-0.00031183759444724916 0.00030875515017773046 0.0002909642915415215 0.00024436317130047873 -0.00037865751969788939 -0.00031853644425660417 -0.0002796935433585962 2.4047736028007053e-06
leaf_weight=53 47 58 73 50 71 48 3340
leaf_count=53 47 58 73 50 71 48 3340
internal_value=0 6.1937e-07 -3.13441e-06 -8.12502e-06 -2.64788e-06 -8.09756e-06 -1.35028e-06
internal_weight=0 3687 3640 3582 3532 3459 3388
internal_count=3740 3687 3640 3582 3532 3459 3388
is_linear=0
shrinkage=0.0995203


Tree=9440
num_leaves=14
num_cat=0
split_feature=22 28 24 3 3 8 20 5 30 5 5 17 17
split_gain=0.0240721 0.0046676 0.0036145 0.000935963 0.00562308 0.011403 0.000941592 0.00087284 0.000795963 0.000640221 0.000624049 0.000654539 0.000423741
threshold=0.13292500000000004 0.080375000000000016 -0.070599999999999996 0.086015000000000022 0.084895000000000012 -0.088874999999999996 -0.009049999999999999 -0.0031649999999999998 0.10262000000000003 -0.0091849999999999987 0.6362850000000001 -0.55754499999999996 -0.14488499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 9 10 -4 11 -5 -9
right_child=-2 -3 3 8 5 6 -8 12 -10 -11 -12 -13 -14
leaf_value=-0.00082653678966551592 -0.0022859164956662886 -0.00073752388765878656 -8.411139954965995e-06 -0.00027671884299033077 0.001958452153739861 -0.00015328503532887331 0.0003476616738893441 -5.0079186070727842e-05 0.00031523380975884472 0.00033112326687812155 0.00035583867862793128 -3.0682423281318497e-07 -0.00042875387484327278
leaf_weight=49 46 82 403 88 46 54 108 61 80 63 47 2543 68
leaf_count=49 46 82 403 88 46 54 108 61 80 63 47 2543 68
internal_value=0 4.65323e-06 2.17383e-05 3.36406e-05 0.000128247 0.000573841 0.000175626 -2.61473e-05 5.79877e-06 3.57349e-05 -3.13932e-06 -9.86323e-06 -0.000256037
internal_weight=0 3692 3610 3561 803 208 162 595 2758 466 2678 2631 129
internal_count=3738 3692 3610 3561 803 208 162 595 2758 466 2678 2631 129
is_linear=0
shrinkage=0.0995203


Tree=9441
num_leaves=11
num_cat=0
split_feature=10 28 24 10 1 1 1 29 18 2
split_gain=0.0224137 0.00475857 0.00355516 0.00094755 0.000868957 0.00118692 0.013801 0.000643088 0.000428476 0.000317274
threshold=0.096215000000000023 0.080375000000000016 -0.070455000000000004 0.088385000000000019 -0.44477499999999998 -0.079434999999999992 -0.080500000000000002 0.097185000000000021 -0.13579499999999997 0.10674000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 -6 -7 -4 -10
right_child=-2 -3 3 -5 5 7 -8 -9 9 -11
leaf_value=-0.00084441994335970189 -0.0020728697102625772 -0.0007766210971764595 -0.00043093160893851719 0.00047593071467902251 4.0421686016507772e-05 -5.3022833744479636e-06 0.0016371092205595512 0.00032467968445101428 0 -0.00030090178079514676
leaf_weight=46 52 75 48 48 928 2260 57 60 117 47
leaf_count=46 52 75 48 48 928 2260 57 60 117 47
internal_value=0 7.66304e-06 2.41792e-05 3.56166e-05 2.93744e-05 4.21007e-05 0.00013365 2.87888e-06 -0.000165162 -8.23843e-05
internal_weight=0 3686 3611 3565 3517 3305 985 2320 212 164
internal_count=3738 3686 3611 3565 3517 3305 985 2320 212 164
is_linear=0
shrinkage=0.0995203


Tree=9442
num_leaves=17
num_cat=0
split_feature=22 0 0 23 10 3 3 6 29 0 3 4 2 21 3 18
split_gain=0.019587 0.00203544 0.00774306 0.00236723 0.0018233 0.001078 0.0114971 0.00123803 0.000849333 0.00062894 0.000769803 0.00051779 0.000498286 0.000481717 0.000437209 0.000319559
threshold=0.13292500000000004 -0.01213 0.024745000000000007 -0.062489999999999997 0.086275000000000018 0.084955000000000017 0.084735000000000019 0.087575000000000028 0.097705000000000028 0.12512500000000001 0.10457000000000002 0.086545000000000025 -0.086254999999999984 -0.091869999999999993 0.10502000000000002 0.092750000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 9 6 7 12 13 10 11 -4 -5 -7 -11 -15
right_child=-2 2 4 5 -6 8 -8 -9 -10 14 -12 -13 -14 15 -16 -17
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leaf_weight=59 46 69 55 137 62 83 54 86 60 50 50 60 236 2025 51 555
leaf_count=59 46 69 55 137 62 83 54 86 60 50 50 60 236 2025 51 555
internal_value=0 6.23797e-06 -0.000206369 3.21025e-05 -2.2798e-06 4.37282e-05 0.000176254 1.28561e-05 1.84603e-05 -0.000118039 -0.000238948 -8.86911e-05 -6.37696e-05 9.80195e-06 7.13797e-05 1.89006e-06
internal_weight=0 3692 397 3295 328 3236 513 459 2723 266 165 115 373 2663 101 2580
internal_count=3738 3692 397 3295 328 3236 513 459 2723 266 165 115 373 2663 101 2580
is_linear=0
shrinkage=0.0995203


Tree=9443
num_leaves=14
num_cat=0
split_feature=10 28 23 3 3 4 4 6 9 1 26 21 4
split_gain=0.0182997 0.0039109 0.0023929 0.000768477 0.00926557 0.000933726 0.000983994 0.000701231 0.000621175 0.000612622 0.000571986 0.00056368 0.000558696
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 9 -7 8 -4 10 -5 -11 -8
right_child=-2 -3 3 5 -6 6 12 -9 -10 11 -12 -13 -14
leaf_value=-0.00048509790977094405 -0.0018710283576563248 -0.0007020521529847748 -0.00013476626796875046 5.1785722618181329e-07 0.0013353378552609992 0.00059440401362986783 -0.0001106248458706996 0.00026196639660855988 0.00010692475526795088 7.2736778285859699e-05 0.00025267247573308461 -0.00026547276173747724 0.00019327357207855924
leaf_weight=89 52 75 274 2290 58 48 83 91 168 66 93 157 194
leaf_count=89 52 75 274 2290 58 48 83 91 168 66 93 157 194
internal_value=0 8.89475e-06 2.38877e-05 3.69821e-05 0.000140685 1.57925e-05 0.000174907 9.14888e-06 -4.10497e-05 -3.73687e-06 1.07021e-05 -0.000161704 9.92584e-05
internal_weight=0 3686 3611 3522 591 2931 325 533 442 2606 2383 223 277
internal_count=3738 3686 3611 3522 591 2931 325 533 442 2606 2383 223 277
is_linear=0
shrinkage=0.0995203


Tree=9444
num_leaves=12
num_cat=0
split_feature=22 10 23 10 3 8 26 26 6 5 2
split_gain=0.00375603 0.00283673 0.00127701 0.000649917 0.000415235 0.00111176 0.00128161 0.000667044 0.000833471 0.000657123 0.000649483
threshold=0.13292500000000004 0.09056500000000002 -0.066844999999999988 0.086165000000000019 0.10486500000000003 -1.0000000180025095e-35 -0.23202999999999999 0.084355000000000027 -0.050699999999999995 -0.50749999999999995 -0.084869999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 9 -7 8 -4 -6 -9
right_child=-2 -3 3 -5 5 6 -8 10 -10 -11 -12
leaf_value=0.00048154555519818544 0.00091490623851840484 0.00060343189021637238 9.2445626604422029e-06 -0.00031311317474620162 0.00032709547197112636 -0.00024425409688335584 0.00031132540722103011 0.00011547181053644072 -0.00017906192382385541 -5.1661557713417351e-05 -2.4874214626167282e-05
leaf_weight=53 46 78 418 69 49 48 239 446 504 571 1205
leaf_count=53 46 78 418 69 49 48 239 446 504 571 1205
internal_value=0 9.60336e-06 -3.02852e-06 -1.04957e-05 -4.2603e-06 5.33549e-05 0.000215554 -2.48882e-05 -9.2803e-05 -2.04071e-05 1.25429e-05
internal_weight=0 3680 3602 3549 3480 907 287 2573 922 620 1651
internal_count=3726 3680 3602 3549 3480 907 287 2573 922 620 1651
is_linear=0
shrinkage=0.0995203


Tree=9445
num_leaves=8
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split_feature=22 10 21 23 10 5 17
split_gain=0.00304532 0.00230016 0.00116729 0.00107114 0.00049774 0.000373013 0.00040797
threshold=0.13292500000000004 0.09056500000000002 0.15544000000000005 -0.066844999999999988 0.086165000000000019 0.62404000000000015 -0.55157999999999996
decision_type=2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5
right_child=-2 -3 -4 4 -6 -7 -8
leaf_value=0.00043362205291301603 0.00082385447888397333 0.00054337824269190332 0.00046057634145475095 -0.0002287920260162193 -0.00028195204074550861 0.00024496611410447489 -9.7614386713803623e-06
leaf_weight=53 46 78 53 87 69 55 3285
leaf_count=53 46 78 53 87 69 55 3285
internal_value=0 8.64763e-06 -2.7045e-06 -9.85371e-06 -1.6811e-05 -1.12338e-05 -1.56554e-05
internal_weight=0 3680 3602 3549 3496 3427 3372
internal_count=3726 3680 3602 3549 3496 3427 3372
is_linear=0
shrinkage=0.0995203


Tree=9446
num_leaves=11
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split_feature=22 10 23 10 0 4 4 26 2 6
split_gain=0.00246906 0.00186508 0.000845142 0.000427763 0.000370513 0.000927991 0.000480205 0.000346335 0.000761704 0.000510936
threshold=0.13292500000000004 0.09056500000000002 -0.067359999999999989 0.086165000000000019 -0.18357499999999999 0.10423500000000002 0.086105000000000029 0.12086000000000002 -0.073369999999999991 -0.52821499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 9 -9 -6
right_child=-2 -3 3 -5 7 -7 -8 8 -10 -11
leaf_value=0.00040356796690047133 0.00074186436917988768 0.00048930110088616014 0.00017917874632063393 -0.00025389217174525287 -0.00034704904485062402 0.00040538075459192757 -0.00021575543066391952 0.0004407151525638222 4.5778634514976805e-06 -1.5266005575184516e-05
leaf_weight=50 46 78 54 69 47 75 68 52 184 3003
leaf_count=50 46 78 54 69 47 75 68 52 184 3003
internal_value=0 7.78702e-06 -2.41273e-06 -8.35802e-06 -3.25883e-06 0.000128974 -3.42384e-05 -1.14355e-05 0.000104145 -2.06471e-05
internal_weight=0 3680 3602 3552 3483 197 122 3286 236 3050
internal_count=3726 3680 3602 3552 3483 197 122 3286 236 3050
is_linear=0
shrinkage=0.0995203


Tree=9447
num_leaves=9
num_cat=0
split_feature=22 10 30 28 17 4 27 17
split_gain=0.00200168 0.00151214 0.000842382 0.000732048 0.000373512 0.000526167 0.000335593 0.000366995
threshold=0.13292500000000004 0.09056500000000002 0.11032500000000002 0.078705000000000011 -0.55157999999999996 0.099510000000000029 0.10530500000000002 -0.22965499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6
right_child=-2 -3 -4 -5 6 -7 -8 -9
leaf_value=-2.1335920612540666e-05 0.00066803397469501139 0.0004406057631642506 0.00030170457609850378 0.00029496060169390177 7.8960240862729843e-05 -0.00043656947825116137 -0.0002715874107957724 -1.9217987160768719e-05
leaf_weight=88 46 78 88 76 434 50 48 2818
leaf_count=88 46 78 88 76 434 50 48 2818
internal_value=0 7.03421e-06 -2.12737e-06 -9.9691e-06 -1.6948e-05 -0.000177715 -9.97689e-06 -5.86375e-06
internal_weight=0 3680 3602 3514 3438 138 3300 3252
internal_count=3726 3680 3602 3514 3438 138 3300 3252
is_linear=0
shrinkage=0.0995203


Tree=9448
num_leaves=19
num_cat=0
split_feature=6 1 26 1 18 18 1 4 28 3 4 4 9 6 3 17 6 3
split_gain=0.0257787 0.0029538 0.0106284 0.00586327 0.00937389 0.0360238 0.00108608 0.00156725 0.000701419 0.000806252 0.000571225 0.00063703 0.000559715 0.000499398 0.000473504 0.000472559 0.000361544 0.000508033
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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 15 8 -8 9 13 11 12 14 -5 -4 -3 -6 -18
right_child=-2 3 10 6 16 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19
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leaf_weight=46 52 62 121 2113 91 48 53 74 46 80 50 50 57 563 53 56 78 62
leaf_count=46 52 62 121 2113 91 48 53 74 46 80 50 50 57 563 53 56 78 62
internal_value=0 8.54209e-06 -0.00025518 3.8681e-05 0.00039764 0.000968157 -9.69326e-06 0.000274466 -2.28649e-05 -2.95725e-05 -5.56318e-05 -0.000112798 -3.91709e-05 -1.99404e-05 -0.000130842 2.61119e-05 -8.79824e-06 -0.000112478
internal_weight=0 3703 377 3326 397 166 2929 127 2802 2756 331 281 231 2676 174 118 231 140
internal_count=3755 3703 377 3326 397 166 2929 127 2802 2756 331 281 231 2676 174 118 231 140
is_linear=0
shrinkage=0.0995203


Tree=9449
num_leaves=18
num_cat=0
split_feature=20 8 8 18 18 27 0 10 10 18 17 5 21 21 18 5 3
split_gain=0.0244581 0.00294362 0.0144506 0.00429696 0.0135477 0.00360304 0.0112282 0.000717462 0.000933879 0.000651634 0.000522307 0.0014921 0.000489169 0.00105922 0.000457147 0.000454584 0.000298683
threshold=-0.41270499999999993 -0.080569999999999989 -0.081055000000000002 -0.090104999999999991 -0.093130000000000004 0.085370000000000015 -0.059114999999999994 0.090150000000000022 0.085705000000000017 -0.085834999999999995 0.10932500000000002 -0.025879999999999997 0.10384500000000002 0.09865500000000002 -0.048605000000000002 -0.080119999999999983 0.087235000000000021
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 16 7 -7 8 12 -5 14 -12 13 -3 -11 -14 -2
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leaf_weight=46 65 1259 50 85 49 54 54 52 51 86 243 83 83 67 1074 282 72
leaf_count=46 65 1259 50 85 49 54 54 52 51 86 243 83 83 67 1074 282 72
internal_value=0 7.20966e-06 9.83717e-05 5.04158e-05 0.000502753 -7.89686e-05 -0.00063781 -4.48697e-05 -3.34839e-05 -2.61795e-06 1.21848e-05 0.000123813 -4.65705e-05 -7.49146e-05 -1.8481e-05 5.41573e-05 0
internal_weight=0 3709 1807 1757 186 1902 108 1794 1742 1571 1486 326 1691 1326 1160 365 137
internal_count=3755 3709 1807 1757 186 1902 108 1794 1742 1571 1486 326 1691 1326 1160 365 137
is_linear=0
shrinkage=0.0995203


Tree=9450
num_leaves=20
num_cat=0
split_feature=20 1 27 1 6 8 1 3 28 3 3 3 6 3 18 3 3 18 18
split_gain=0.0198321 0.00250643 0.00960972 0.00452993 0.00767987 0.0199568 0.000982067 0.000822831 0.000661387 0.000736969 0.000944438 0.000732698 0.000611836 0.000494242 0.000329125 0.000511356 0.000424505 0.00014508 4.86195e-05
threshold=-0.41270499999999993 -0.16272499999999998 0.078330000000000025 -0.088174999999999989 0.08846500000000003 -0.080835000000000004 0.51334500000000016 0.13345500000000002 0.092630000000000032 0.15108000000000005 0.18676500000000004 0.14058000000000004 0.085955000000000018 0.12168500000000003 0.086510000000000017 0.10611500000000003 0.086895000000000014 -0.089024999999999993 -0.0060599999999999994
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 4 12 -6 8 -8 9 11 -11 -5 17 14 15 16 -2 -3 -19
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leaf_weight=46 61 48 47 2609 82 91 77 50 46 49 46 54 83 53 60 70 90 47 46
leaf_count=46 61 48 47 2609 82 91 77 50 46 49 46 54 83 53 60 70 90 47 46
internal_value=0 6.46615e-06 -0.000235052 3.43619e-05 0.000349894 0.000848145 -8.09721e-06 0.000262119 -2.06279e-05 -2.71458e-05 -0.000300045 -1.71029e-05 -3.12621e-05 -4.50352e-05 -9.96546e-05 -0.000157244 -4.79117e-05 9.07108e-05 0.000165064
internal_weight=0 3709 381 3328 397 173 2931 127 2804 2758 95 2663 224 334 281 221 151 141 93
internal_count=3755 3709 381 3328 397 173 2931 127 2804 2758 95 2663 224 334 281 221 151 141 93
is_linear=0
shrinkage=0.0995203


Tree=9451
num_leaves=18
num_cat=0
split_feature=6 17 17 18 3 3 26 6 5 30 5 5 28 5 26 8 17
split_gain=0.0165997 0.00254773 0.0109964 0.00464108 0.0102324 0.00428576 0.0119292 0.00118025 0.00138425 0.000970651 0.000567177 0.000859279 0.000513329 0.00052339 0.00049734 0.000462756 0.000351429
threshold=0.23663500000000004 -0.12118 -0.14384499999999997 -0.095799999999999982 0.085295000000000024 0.085910000000000028 0.084355000000000027 0.11816500000000002 0.052820000000000013 0.10721500000000002 0.11083500000000003 0.22078000000000006 0.080375000000000016 -0.040404999999999996 -0.14224499999999998 -0.080835000000000004 -0.046254999999999998
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 6 -1 9 -9 12 15 -12 13 -5 -13 -7 -6
right_child=-2 3 -4 7 16 10 -8 8 -10 -11 11 14 -14 -15 -16 -17 -18
leaf_value=-0.00023154788752632142 0.0017948217032984397 -0.0018158787236673098 0.0015430353522903279 -5.3959832984502843e-05 -0.0002462839699146309 -0.00037825926544066938 0.0017499950702198888 -0.00058009621895701528 9.1332912605798059e-05 0.00035933868011686393 0.00037060107957846911 0.00024582877641592045 0.00027818896648646038 3.9468210951460343e-05 -6.725555364686855e-05 0 0.00010425678102315901
leaf_weight=70 52 46 53 1388 50 76 52 75 48 74 59 56 61 1030 444 59 62
leaf_count=70 52 46 53 1388 50 76 52 75 48 74 59 56 61 1030 444 59 62
internal_value=0 4.00539e-06 0.00015328 -4.14785e-05 -0.000565701 6.20113e-05 0.000606334 -1.02208e-05 -0.00031142 3.96994e-06 -3.24972e-05 1.03228e-05 -6.30787e-06 -1.38236e-05 -3.05528e-05 -0.000215867 -4.49255e-05
internal_weight=0 3703 869 2834 158 816 122 2676 123 2553 694 559 2479 2418 500 135 112
internal_count=3755 3703 869 2834 158 816 122 2676 123 2553 694 559 2479 2418 500 135 112
is_linear=0
shrinkage=0.0995203


Tree=9452
num_leaves=26
num_cat=0
split_feature=3 17 3 17 8 8 17 6 0 3 27 9 3 2 3 17 4 3 18 4 36 3 3 0 4
split_gain=0.00255577 0.0157346 0.00242343 0.0126556 0.00180525 0.00730173 0.0104556 0.00125825 0.0011495 0.00185721 0.000905908 0.000860201 0.000878163 0.000768107 0.000580531 0.000908842 0.000754369 0.000575139 0.000663975 0.000306434 0.000291067 0.000280122 0.000268967 0.000174228 0.000142776
threshold=0.083255000000000023 0.053575000000000012 0.084855000000000028 0.064745000000000011 -0.08731499999999999 -0.088634999999999992 -0.023964999999999997 0.18621500000000005 0.12433000000000002 0.10792500000000002 0.078745000000000023 0.084915000000000032 0.08400500000000001 -0.084869999999999987 0.11404500000000002 -0.467555 0.10533000000000002 0.088535000000000016 0.0020050000000000003 0.077845000000000025 0.089700000000000016 0.13345500000000002 -0.02172 -0.142265 0.11208500000000003
decision_type=2 2 2 2 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 10 -7 8 14 -10 17 12 -2 -14 16 -16 -6 18 -4 -1 22 -19 24 -12 -21
right_child=2 -3 4 -5 7 6 -8 -9 9 -11 23 -13 13 -15 15 -17 -18 21 -20 20 -22 -23 -24 -25 -26
leaf_value=-0.00017990444767151554 0.00013726185954613502 -0.0018589170399727747 1.3907359968082405e-05 0.0017552410265012129 -1.2599831086699379e-05 -0.0020683934097579875 -8.7111507056782575e-05 -0.00045447918867774333 -8.3497159069579181e-05 0.00077400513658831957 7.7349144713677735e-05 0.00032968883110615386 -7.0565076394369996e-05 -0.00062275724693119938 -0.00017692512650245297 0.00018048651779778126 -0.00038791233331407249 1.7927539582565037e-05 -0.00041155980670983672 -8.0544484685334016e-05 -0.00011538749162315195 -0.00017006006205873812 0.00032637655661003608 0.0003231613427547401 0.00016110160953447243
leaf_weight=70 63 54 50 47 1750 46 64 58 47 50 89 47 60 48 87 336 55 254 105 47 60 110 51 53 46
leaf_count=70 63 54 50 47 1750 46 64 58 47 50 89 47 60 48 87 336 55 254 105 47 60 110 51 53 46
internal_value=0 -0.000306239 -1.5035e-05 0.000273634 -3.95486e-05 -0.000171936 -0.00092309 2.9407e-06 1.47037e-05 0.000350075 -4.56943e-05 -4.20402e-05 -0.000148999 -0.000323564 0 0.000105041 -2.44895e-05 -0.000107616 -0.000269031 0 6.14138e-05 -3.66329e-05 0.000140766 0.000174861 3.0177e-05
internal_weight=0 328 3419 265 3154 771 110 2383 2325 97 661 218 171 108 2228 423 1805 519 155 274 204 364 144 142 93
internal_count=3747 328 3419 265 3154 771 110 2383 2325 97 661 218 171 108 2228 423 1805 519 155 274 204 364 144 142 93
is_linear=0
shrinkage=0.0995203


Tree=9453
num_leaves=25
num_cat=0
split_feature=3 18 20 20 18 3 18 20 6 17 3 20 3 17 8 1 1 18 3 1 3 38 4 27
split_gain=0.00213686 0.015889 0.00257511 0.00701257 0.0134203 0.00125769 0.0104515 0.00120517 0.00104621 0.000985904 0.000690499 0.000871025 0.000761264 0.000658375 0.000642873 0.00101857 0.000554775 0.000922195 0.00190418 0.000610565 0.000435368 0.000205731 0.000568875 8.03018e-05
threshold=0.081685000000000021 -0.090104999999999991 -0.080869999999999984 -0.08237499999999999 -0.0047450000000000001 0.084855000000000028 0.086065000000000016 -0.25378999999999996 0.087575000000000028 -0.55754499999999996 0.087570000000000023 -0.089224999999999985 0.088475000000000012 -0.24445500000000001 -0.085605000000000001 -0.089520000000000002 -0.07002499999999999 -0.1394 0.085295000000000024 -0.06551499999999999 0.11125500000000002 -0.080750000000000002 0.11541000000000003 0.076195000000000027
decision_type=2 2 2 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 8 -2 14 -7 11 -9 -12 -14 -4 -16 17 -11 -19 -18 -21 -3 23 -23
right_child=2 21 5 4 -6 9 -8 10 -10 16 12 -13 13 -15 15 -17 19 18 -20 20 -22 22 -24 -25
leaf_value=-0.0019706971967011259 -0.00045079435054696783 -0.0001210283743353611 -0.00038938206761231621 1.2542859207972424e-05 -0.0021896232497753496 0.00034762498715063819 0.0015334004769694913 6.0423481011403262e-05 0.00027022094273374409 0.00037014415763162622 0.00042842754267030371 -0.00052577999439761252 -0.00022153243438812799 8.664606149901516e-05 -0.00032880457436338122 0.00031946670424698654 0.00037636535750513474 -0.00065903535420573807 -4.9199661920880914e-05 -2.6752910836808995e-05 8.93756451080868e-05 -0.00015542171427603685 0.00029430433022145847 1.4165636360827013e-05
leaf_weight=47 65 59 78 64 47 80 50 46 73 46 49 50 91 277 48 48 50 54 943 771 539 49 77 46
leaf_count=47 65 59 78 64 47 80 50 46 73 46 49 50 91 277 48 48 50 54 943 771 539 49 77 46
internal_value=0 -0.000302396 -1.52308e-05 -0.000187616 -0.000912531 2.71991e-05 0.000220795 -4.69863e-05 -4.16003e-05 3.71273e-06 2.58271e-06 -0.000236364 5.95551e-05 8.21433e-06 -0.000177127 0 -7.39604e-06 -6.22786e-05 -8.3051e-05 3.40921e-05 2.04033e-05 3.34982e-05 9.12639e-05 -6.46887e-05
internal_weight=0 278 3469 689 111 2780 297 578 247 2483 513 96 417 368 174 96 2403 1043 997 1360 1310 231 172 95
internal_count=3747 278 3469 689 111 2780 297 578 247 2483 513 96 417 368 174 96 2403 1043 997 1360 1310 231 172 95
is_linear=0
shrinkage=0.0995203


Tree=9454
num_leaves=26
num_cat=0
split_feature=10 26 26 6 6 3 17 3 2 17 0 17 26 25 3 17 0 0 0 1 0 17 26 3 0
split_gain=0.00253147 0.00242578 0.0162074 0.00510991 0.0124853 0.00218233 0.0104917 0.00132689 0.000898071 0.00172181 0.00145892 0.000538396 0.000504298 0.000559803 0.000497232 0.000970257 0.000424408 0.000919421 0.000584993 0.000571069 0.00121023 0.000950964 0.000345022 0.000291918 0.000558765
threshold=0.089450000000000016 0.085005000000000011 0.084785000000000013 0.082060000000000022 0.085570000000000021 0.084855000000000028 0.064745000000000011 0.10556500000000002 -0.046564999999999995 0.12439000000000001 -0.081674999999999984 -0.07496499999999999 -0.112275 0.096120000000000025 0.10871500000000002 -0.10071499999999999 -0.069824999999999984 -0.066735000000000003 -0.071340000000000001 -0.077634999999999996 -0.073464999999999989 0.055875000000000015 0.08709500000000002 0.11275500000000002 -0.052884999999999995
decision_type=2 2 2 2 2 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 6 11 -2 9 10 -1 -3 -10 -14 15 -6 18 -18 19 21 -21 -7 -13 -19 -25
right_child=7 5 -4 4 14 16 -8 -9 12 -11 -12 22 13 -15 -16 -17 17 23 -20 20 -22 -23 -24 24 -26
leaf_value=-0.00016856543990294764 6.9810299483420523e-05 -0.00029009379232678849 -0.0019568133002551827 -0.0019733746180184046 0.00023270565364320531 -3.7172245766923437e-05 0.0016612075013863843 0.00083548732309533715 0.00038544414476441365 -0.00061622788921244891 0.00016304128445453409 -0.00010221008387430539 2.0992968239546911e-05 0.00037853720501872365 -0.00042086067380611827 -0.00026432520773695951 0.00042604979078873719 -0.00014740728686544685 -0.00037710308107159892 -1.8083262298731714e-06 0.00048074510266899622 -0.00038510674771654436 0.00021355242750410283 0.00029255072979287385 -5.220763084166942e-05
leaf_weight=339 46 51 47 46 62 431 46 49 47 57 213 53 676 47 57 101 65 82 48 754 55 97 86 74 118
leaf_count=339 46 51 47 46 62 431 46 49 47 57 213 53 676 47 57 101 65 82 48 754 55 97 86 74 118
internal_value=0 -4.6451e-05 -0.000133834 -8.12507e-05 -0.000480647 2.85657e-05 0.000312502 0.000473356 -3.61612e-06 -9.44842e-05 -3.91255e-05 -9.71798e-06 6.71892e-05 4.53681e-05 -0.00016481 -7.02483e-05 -9.82784e-06 8.93082e-05 -3.4684e-05 -2.17784e-05 2.99863e-05 -0.000102642 8.72644e-05 6.43652e-06 7.64043e-05
internal_weight=0 3652 1692 1645 266 1960 236 95 1379 609 552 190 770 723 220 163 1724 339 1385 1337 809 528 139 274 192
internal_count=3747 3652 1692 1645 266 1960 236 95 1379 609 552 190 770 723 220 163 1724 339 1385 1337 809 528 139 274 192
is_linear=0
shrinkage=0.0995203


Tree=9455
num_leaves=29
num_cat=0
split_feature=10 2 17 5 0 2 0 0 4 29 0 2 2 18 17 6 26 5 26 5 17 5 1 0 17 18 0 6
split_gain=0.00206128 0.00209885 0.00604551 0.0131711 0.00231914 0.0165272 0.00322128 0.0101837 0.00185378 0.00116283 0.000851721 0.00147747 0.000831248 0.000951062 0.000729827 0.000580591 0.000560917 0.000526231 0.00038157 0.000546249 0.000714278 0.000564554 0.000534081 0.000638288 0.000362117 0.00029272 0.000462418 0.000395046
threshold=0.089450000000000016 -0.087359999999999993 0.052150000000000009 -0.039649999999999998 -0.094139999999999988 -0.082025000000000001 -0.088594999999999993 -0.089449999999999988 0.10801000000000002 0.096845000000000028 -0.100285 -0.070724999999999996 -0.095204999999999998 -0.089024999999999993 -0.55157999999999996 -0.095554999999999987 0.056820000000000016 -0.072535000000000002 -0.054024999999999997 -0.093875 0.064745000000000011 -0.0087549999999999989 0.081675000000000011 -0.014889999999999999 -0.088734999999999994 -0.048605000000000002 -0.080884999999999999 0.08463500000000003
decision_type=2 2 2 2 2 2 2 2 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 5 -3 7 15 -2 10 16 -12 14 -14 -1 -6 -7 -17 22 20 -20 -21 23 -8 -15 26 -16 -27
right_child=8 4 3 -5 6 9 18 -9 -10 -11 11 -13 13 24 25 17 -18 -19 19 21 -22 -23 -24 -25 -26 27 -28 -29
leaf_value=-0.00029027596649900691 0.00088083557972186606 -0.0017553936442974533 -3.0131215353814239e-05 -0.0021643781160495352 0.00027641100366613321 0.00011650304004019937 -0.00015375083216987484 0.0016715818955413699 0 -0.00050431979924168253 -0.00056599549602485521 0.00012378368544185153 -0.00053163848071123446 -0.00024257065831250892 -1.7817565860458123e-05 0.00013251948092580178 -0.00014204537017626102 -0.00029351005052228636 -4.2353973589105563e-06 6.5753672707035129e-05 -0.00046268448490758147 -5.1947320874550166e-05 0.00035124268861905016 0.00027040573817569915 0.00013272715679758955 8.7165907579424655e-05 0.00033841642496692907 -0.00023965532600077932
leaf_weight=62 46 59 78 46 71 439 86 49 49 46 62 58 68 48 56 53 100 59 87 795 59 817 72 59 52 137 84 50
leaf_count=62 46 59 78 46 71 439 86 49 49 46 62 58 68 48 56 53 100 59 87 795 59 817 72 59 52 137 84 50
internal_value=0 -4.18951e-05 -0.000199515 -0.00082847 -5.49062e-06 -0.00015518 4.59567e-05 0.000396801 0.000427105 -2.01003e-05 1.24573e-05 -0.00022578 -5.80262e-05 -0.000243411 1.99326e-05 5.09925e-05 6.70161e-05 -8.45977e-05 4.32908e-06 -1.061e-05 -0.000195106 5.59217e-06 0.000129128 1.31913e-05 -3.92296e-05 8.12524e-05 0.000190076 0
internal_weight=0 3652 681 124 2971 764 2207 232 95 705 659 120 557 168 389 183 539 112 1975 1758 146 1612 217 145 100 327 140 187
internal_count=3747 3652 681 124 2971 764 2207 232 95 705 659 120 557 168 389 183 539 112 1975 1758 146 1612 217 145 100 327 140 187
is_linear=0
shrinkage=0.0995203


Tree=9456
num_leaves=18
num_cat=0
split_feature=18 18 8 8 18 28 3 21 6 2 3 3 8 26 3 18 3
split_gain=0.00209532 0.0137649 0.000742499 0.00103926 0.000801603 0.000614023 0.000543562 0.000698471 0.000541462 0.000489915 0.000524902 0.000943738 0.000744856 0.000736683 0.000449803 0.000694003 0.00054169
threshold=-0.095799999999999982 -0.099739999999999995 0.099175000000000027 0.025720000000000003 -0.11166 0.080375000000000016 0.08511500000000001 0.11678500000000003 0.18621500000000005 -0.24151999999999998 0.08511500000000001 0.084465000000000026 -0.088634999999999992 0.088115000000000013 0.08888500000000002 -0.082654999999999992 0.10089500000000003
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 8 -1 -8 9 -2 11 13 -13 -11 15 -12 -16
right_child=5 -3 -4 -5 -6 -7 7 -9 -10 10 14 12 -14 -15 16 -17 -18
leaf_value=0.00031227416306433561 -0.00034602237256800675 -0.0018443668521553225 0.00025941487466429891 -0.0005614328288647616 -0.00039502761316150903 0.00027654042930491755 -0.00017075509018638286 0.00015362789869483411 -0.00030590850032096773 2.3589014775521641e-05 -8.5646583073826173e-05 -3.3617713660954903e-05 -0.00052932305094972637 -0.00034686442187811361 -7.55178771749194e-05 0.00013832748451214432 3.3531228650677034e-05
leaf_weight=46 46 48 56 48 62 66 188 99 69 356 189 54 80 62 948 468 849
leaf_count=46 46 48 56 48 62 66 188 99 69 356 189 54 80 62 948 468 849
internal_value=0 -0.000233951 -7.74005e-05 -0.000121826 -6.63323e-05 -2.2671e-05 -2.67543e-06 -5.60076e-05 -2.92607e-05 -2.2738e-05 -1.75185e-05 -0.000105231 -0.00033567 -2.94002e-05 1.87795e-06 7.26506e-05 -2.35416e-05
internal_weight=0 547 499 443 395 3187 333 287 3121 3052 3006 552 134 418 2454 657 1797
internal_count=3734 547 499 443 395 3187 333 287 3121 3052 3006 552 134 418 2454 657 1797
is_linear=0
shrinkage=0.0995203


Tree=9457
num_leaves=17
num_cat=0
split_feature=3 18 6 6 20 17 1 17 18 17 4 0 9 18 28 26
split_gain=0.00179887 0.00676642 0.00083789 0.00145938 0.000793925 0.000935683 0.000561325 0.000830078 0.000650366 0.000509243 0.000802953 0.000597559 0.000595604 0.000806041 0.000452738 0.000381906
threshold=0.084895000000000012 -0.095799999999999982 0.087075000000000027 0.088155000000000025 -0.23803499999999997 -0.56368999999999991 -0.50290499999999982 -0.55026999999999993 -0.01205 -0.0064000000000000003 0.12631500000000004 -0.086414999999999992 0.084115000000000009 -0.008179999999999998 0.080375000000000016 0.11724000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 -4 -2 -6 8 -8 -7 12 11 -11 13 -3 15 -9
right_child=4 2 3 -5 5 6 7 14 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.0010589185896229872 -0.00031443904576112391 0.00044648542536430318 -0.00066363103918138137 4.902755438374009e-05 -0.00036861545265740053 0.00046250524214059034 -0.00039535073445636561 4.4309379330719288e-06 -1.6343648116652244e-05 -8.3674691434263454e-05 0.00011629139528717151 -0.00053649350691293055 -0.00014671976187595473 -1.0759197814634486e-05 0.000256133476252962 -0.00011961185276002711
leaf_weight=80 87 73 58 52 70 55 54 2469 51 75 82 53 64 73 66 272
leaf_count=80 87 73 58 52 70 55 54 2469 51 75 82 53 64 73 66 272
internal_value=0 -0.000204997 -7.4558e-05 -0.000319296 -1.77376e-05 -8.96852e-06 -2.07506e-07 -8.81508e-06 0.000224393 -8.51083e-06 -0.000119876 -0.000277566 9.89557e-05 0.000212256 -1.08741e-06 -7.57965e-06
internal_weight=0 610 530 110 3124 3037 2967 2861 106 420 210 128 210 146 2807 2741
internal_count=3734 610 530 110 3124 3037 2967 2861 106 420 210 128 210 146 2807 2741
is_linear=0
shrinkage=0.0995203


Tree=9458
num_leaves=19
num_cat=0
split_feature=18 17 3 10 2 17 20 3 3 26 8 3 18 3 2 21 18 8
split_gain=0.00147989 0.0136762 0.00106013 0.000560056 0.000843562 0.000511095 0.000445387 0.000400402 0.000708714 0.000637173 0.000627408 0.000389663 0.000629556 0.000476095 0.000373934 0.000599914 0.0010255 0.000660667
threshold=-0.095799999999999982 0.0047200000000000011 0.08511500000000001 0.09056500000000002 -0.24151999999999998 -0.54892999999999992 -0.23803499999999997 0.08511500000000001 0.084465000000000026 0.088115000000000013 -0.085089999999999985 0.089395000000000016 0.091330000000000008 0.10089500000000003 -0.095204999999999998 0.11678500000000003 -0.13579499999999997 -0.068904999999999994
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 -2 -4 -6 8 9 -8 -10 12 -9 -13 -7 16 -16 -17
right_child=3 -3 5 -5 6 14 7 11 10 -11 -12 13 -14 -15 15 17 -18 -19
leaf_value=0.00032930542869483419 -0.0004478533452158319 -0.0018378716649437184 -0.00038044832873296075 0.00025783475973958507 -0.00024970597431881836 0.00012501535769856851 2.8883207307800918e-05 2.1266313703511999e-05 -0.00044592491252725303 -0.0003215655232030847 0 -7.1829894874424893e-05 0.00026042397711320905 3.2655563437928046e-05 -0.00040645822636965312 0.00033961931217815213 7.2924051914941782e-05 -0.00014072143236902148
leaf_weight=65 46 46 57 71 80 84 344 601 87 60 46 871 136 845 114 50 68 63
leaf_count=65 46 46 57 71 80 84 344 601 87 60 46 871 136 845 114 50 68 63
internal_value=0 -0.000195183 -4.27226e-05 -1.75652e-05 -2.41031e-05 -0.000100063 -1.74871e-05 -1.10001e-05 -8.89316e-05 -2.11374e-05 -0.000288708 5.72665e-06 6.65093e-05 -1.99017e-05 -5.57344e-05 -0.000109977 -0.00022285 6.45743e-05
internal_weight=0 547 501 3187 3116 436 3070 2990 537 404 133 2453 737 1716 379 295 182 113
internal_count=3734 547 501 3187 3116 436 3070 2990 537 404 133 2453 737 1716 379 295 182 113
is_linear=0
shrinkage=0.0995203


Tree=9459
num_leaves=24
num_cat=0
split_feature=3 17 3 6 26 6 28 3 17 2 18 2 3 2 20 18 18 18 26 17 26 0 17
split_gain=0.00137159 0.00601015 0.0122987 0.000895266 0.00099864 0.000542822 0.000510076 0.00048173 0.00087664 0.000536446 0.000853377 0.000672766 0.000477453 0.00093508 0.000872991 0.000528578 0.00261311 0.000666759 0.000442983 0.000934897 0.00118201 0.00105149 0.000182056
threshold=0.084895000000000012 0.052150000000000009 0.083595000000000017 0.087075000000000027 0.086095000000000019 0.18621500000000005 1.0000000180025095e-35 0.08888500000000002 -0.56368999999999991 -0.095204999999999998 -0.090899999999999995 -0.088764999999999997 0.087825000000000028 -0.081055000000000002 -0.0081349999999999981 0.086800000000000016 0.091085000000000013 -0.077844999999999998 0.08734500000000002 -0.14384499999999997 -0.019129999999999998 -0.086414999999999992 -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 -3 18 -5 6 7 12 -9 10 -10 -11 15 14 -14 17 -17 -2 19 -1 22 -22 -21
right_child=5 2 -4 4 -6 -7 -8 8 9 11 -12 -13 13 -15 -16 16 -18 -19 -20 20 21 -23 -24
leaf_value=0.00033344109527100422 -4.5686066057311018e-05 5.5772123146348459e-05 -0.0020396779175602033 1.434279708777047e-05 -0.00060225101084681492 -0.00027542347443280279 0.00023869995590850674 -0.00041304696955923176 0.00035367674143591075 -0.00041552027289036537 -1.1462926450826509e-05 -3.582177362504099e-05 0.00028988230322444034 0.00046918439698493184 -0.00017230630110699722 -0.00076422156949708603 0.00012174995645574481 0.00021155089851175642 0.00025169085419580062 0.00031289193557797456 -4.3331915211181067e-05 -0.00056980329044796355 1.9999896096561804e-05
leaf_weight=62 229 64 48 48 51 76 82 60 90 48 201 1781 74 73 88 48 102 172 78 48 96 66 49
leaf_count=62 229 64 48 48 51 76 82 60 90 48 201 1781 74 73 88 48 102 172 78 48 96 66 49
internal_value=0 -0.000176014 -0.000834969 -2.61713e-05 -0.000295028 -1.24768e-05 -5.65184e-06 -1.26834e-05 -3.69894e-05 -2.59601e-05 9.86538e-05 -4.62341e-05 5.36887e-05 0.000172506 3.37637e-05 1.52787e-06 -0.000156304 6.26085e-05 3.84857e-05 -1.07709e-05 -9.63299e-05 -0.000262874 0.000173376
internal_weight=0 610 112 498 99 3124 3048 2966 2180 2120 291 1829 786 235 162 551 150 401 399 321 259 162 97
internal_count=3734 610 112 498 99 3124 3048 2966 2180 2120 291 1829 786 235 162 551 150 401 399 321 259 162 97
is_linear=0
shrinkage=0.0995203


Tree=9460
num_leaves=21
num_cat=0
split_feature=1 26 0 6 6 9 1 6 18 9 1 9 0 26 21 9 10 10 9 9
split_gain=0.00806795 0.002815 0.0113324 0.00165972 0.00211972 0.0112525 0.00199654 0.00353001 0.00268577 0.000973248 0.00284822 0.000995114 0.000889936 0.000771164 0.000522483 0.000521322 0.000462402 0.000784281 0.000330164 0.000911243
threshold=-0.55579999999999996 -0.16205499999999998 -0.057604999999999996 0.09278500000000002 0.088055000000000022 0.085525000000000032 -0.083284999999999984 0.091295000000000029 -0.021369999999999997 0.08938500000000002 -0.057259999999999998 0.091010000000000021 -0.079665 -0.236315 0.13922500000000004 0.086555000000000021 0.09056500000000002 0.086165000000000019 0.09310000000000003 0.094435000000000033
decision_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 4 14 -6 8 -8 -7 10 12 -11 15 -2 16 -5 17 -3 -13 -20
right_child=1 3 -4 9 5 6 7 -9 -10 11 -12 18 -14 -15 -16 -17 -18 -19 19 -21
leaf_value=0.0012638514577485191 0.00030971127109849533 2.8972868883901805e-05 -0.0016780502118452837 -6.6165656849171265e-06 0.0014362933961113088 -0.00075066577397230982 -1.4603564180248869e-05 0.00099489004012835356 0.00015435474815204538 0.00040370625256275547 -0.00096275981447158879 -0.00029248778277755802 0.0002412116191700639 -0.00018484687133965387 0.00031572368102843863 -0.00049684975845815603 0.00031513262619477185 -0.0003261517837373657 0.0003289235125793827 -0.00011273354233665697
leaf_weight=52 78 2329 48 46 69 61 129 46 67 47 48 62 54 50 64 47 54 63 55 279
leaf_count=52 78 2329 48 46 69 61 129 46 67 47 48 62 54 50 64 47 54 63 55 279
internal_value=0 1.51177e-05 -0.000372905 3.47514e-05 6.7081e-05 0.000289077 2.51275e-05 0.000246071 -0.000270549 -0.000110006 -0.000295703 -2.64182e-05 -7.23189e-05 0.000110129 3.38535e-05 -0.000263171 2.61437e-05 1.92774e-05 -7.95356e-05 -3.75546e-05
internal_weight=0 3696 176 3520 2882 372 303 175 128 638 195 443 147 128 2510 93 2446 2392 396 334
internal_count=3748 3696 176 3520 2882 372 303 175 128 638 195 443 147 128 2510 93 2446 2392 396 334
is_linear=0
shrinkage=0.0995203


Tree=9461
num_leaves=15
num_cat=0
split_feature=17 28 20 0 6 18 21 18 17 8 26 21 0 17
split_gain=0.00776516 0.00283316 0.00184876 0.00112807 0.00369583 0.0109477 0.000915232 0.00105721 0.000803871 0.000700754 0.000516512 0.000513148 0.000497069 0.000397891
threshold=-0.57205499999999987 0.080375000000000016 -0.23803499999999997 -0.084084999999999993 0.087575000000000028 -0.017129999999999996 0.12912000000000004 -0.010395 -0.0088649999999999996 -0.010374999999999999 -0.236315 -0.01137 -0.078809999999999991 -0.00265
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 6 -6 7 -4 -7 -2 -5 13 -13 -12
right_child=1 -3 3 10 5 8 -8 -9 -10 -11 11 12 -14 -15
leaf_value=0.0012033613846207227 -0.00012051041999410256 -0.00056996007453007894 0.00014057500857817947 0.0003083212354542677 0.0018170654773039148 0.00039519510857922107 0.00045024374037209037 -4.6192006457052606e-05 -1.6460533862723824e-06 -0.00069258987093564009 0 -0.00012209322136882137 -3.5463320780886127e-06 0.00036936293718291231
leaf_weight=55 47 81 449 47 47 76 50 899 139 46 67 507 1183 55
leaf_count=55 47 81 449 47 47 76 50 899 139 46 67 507 1183 55
internal_value=0 1.17053e-05 2.4976e-05 3.67643e-05 9.64642e-05 0.000439726 3.15478e-05 1.54102e-05 0.000134825 -0.000412277 -1.61046e-05 -2.49714e-05 -3.95948e-05 0.000170889
internal_weight=0 3693 3612 3519 1660 262 1398 1348 215 93 1859 1812 1690 122
internal_count=3748 3693 3612 3519 1660 262 1398 1348 215 93 1859 1812 1690 122
is_linear=0
shrinkage=0.0995203


Tree=9462
num_leaves=18
num_cat=0
split_feature=1 28 6 6 6 1 6 8 17 0 22 17 2 2 36 6 6
split_gain=0.0063738 0.00228888 0.00121406 0.00191858 0.0117459 0.00158584 0.00253665 0.00218196 0.00134665 0.00146014 0.000758323 0.000528907 0.000476875 0.0014426 0.000546809 0.000382779 0.00049509
threshold=-0.55579999999999996 0.080375000000000016 0.09278500000000002 0.08846500000000003 0.088915000000000022 -0.083284999999999984 0.091295000000000029 -0.082014999999999991 -0.24445500000000001 -0.080434999999999993 0.13264000000000004 -0.095109999999999986 -0.083769999999999997 -0.085599999999999996 0.088355000000000031 0.094810000000000019 0.096435000000000021
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 7 -7 -6 9 -4 12 -10 13 -2 -14 -13 -17
right_child=1 -3 8 4 5 6 -8 -9 11 -11 -12 15 14 -15 -16 16 -18
leaf_value=0.0011207771647732362 1.2055712816649047e-05 -0.00051863887930116907 -0.00085031619752667367 0.001634095525655514 0.00023747147774711051 -2.6702427336662265e-05 0.00081199366726708512 -0.00062233824433223799 0.00021028290108311275 -5.4272982793558915e-05 0.00041759227554982004 -0.00033738007772442013 -3.0106392070029569e-05 0.00034667880273211088 0.00023417391708429212 0.00025640866228604373 -8.2606210164085179e-05
leaf_weight=52 713 79 46 53 49 119 50 69 72 50 47 51 1617 157 81 47 396
leaf_count=52 713 79 46 53 49 119 50 69 72 50 47 51 1617 157 81 47 396
internal_value=0 1.08587e-05 2.26499e-05 5.01242e-05 0.000272718 1.84608e-05 0.000216589 -0.000258361 -9.87518e-05 -0.000444238 2.08698e-05 -3.87071e-05 1.32901e-05 7.33827e-05 -1.70173e-05 -7.66543e-05 -4.47906e-05
internal_weight=0 3696 3617 2955 340 287 169 118 662 96 2615 566 2568 870 1698 494 443
internal_count=3748 3696 3617 2955 340 287 169 118 662 96 2615 566 2568 870 1698 494 443
is_linear=0
shrinkage=0.0995203


Tree=9463
num_leaves=18
num_cat=0
split_feature=18 26 8 18 0 6 6 21 0 8 18 4 3 0 8 8 8
split_gain=0.00680864 0.00217402 0.0101701 0.00162455 0.000867199 0.00174296 0.0140371 0.000797862 0.000677444 0.00113852 0.00115143 0.000654388 0.000464636 0.000356706 0.000338269 0.00117723 0.000788398
threshold=0.31690500000000005 -0.16205499999999998 0.0073150000000000012 0.22074500000000005 -0.082494999999999999 0.088055000000000022 0.088845000000000021 0.12684000000000004 -0.080204999999999985 -0.087374999999999994 -0.080424999999999996 0.10533000000000002 0.092395000000000019 -0.059114999999999994 -0.076554999999999998 -0.077604999999999993 -0.073644999999999988
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 7 -7 11 9 -6 -11 -3 -8 -4 15 -10 -16
right_child=-2 3 13 -5 8 6 12 -9 14 10 -12 -13 -14 -15 16 -17 -18
leaf_value=-0.0015321617790035598 0.0012016494052366766 5.2918295455056204e-05 4.038702448039168e-06 -0.00053707041252694376 0.00029094672820751262 0.0018236389751000561 8.0243270177865727e-05 0.00042788026994868445 2.3837937859258125e-05 -2.6361849714113284e-05 -0.000463638986792951 -0.00012316795855731407 -0.00022625592583673155 0.00036982189965337756 -0.00031689785359486413 0.00054181712364238506 4.3257303408535893e-06
leaf_weight=50 48 1209 71 50 46 50 198 50 425 127 120 251 65 47 83 49 809
leaf_count=50 48 1209 71 50 46 50 198 50 425 127 120 251 65 47 83 49 809
internal_value=0 8.36234e-06 -0.000341086 2.52157e-05 3.3525e-05 8.0987e-05 0.000295091 3.60643e-05 -1.81354e-05 -0.000155635 -0.000242119 2.20852e-05 1.37984e-06 0.00015667 1.07583e-05 7.91114e-05 -2.46462e-05
internal_weight=0 3700 168 3532 3482 1823 313 1510 1659 293 247 1460 263 118 1366 474 892
internal_count=3748 3700 168 3532 3482 1823 313 1510 1659 293 247 1460 263 118 1366 474 892
is_linear=0
shrinkage=0.0995203


Tree=9464
num_leaves=43
num_cat=0
split_feature=3 3 1 8 8 1 1 6 0 0 6 8 3 3 0 3 2 6 8 5 2 5 5 1 0 8 2 27 2 3 5 4 2 8 5 3 5 8 5 2 3 1
split_gain=0.00433829 0.0188462 0.0208431 0.00105258 0.00331889 0.0114968 0.00149416 0.000938993 0.000876768 0.00252581 0.000655367 0.00116261 0.00165032 0.0014794 0.00256976 0.000680137 0.00139202 0.000678521 0.000714177 0.000908815 0.00130716 0.000845406 0.0006344 0.000573981 0.00128884 0.000585711 0.000573439 0.000567125 0.000551061 0.00111365 0.000537307 0.000739829 0.000477954 0.00122625 0.000359356 0.000333458 0.000471111 0.000351437 0.00102251 0.000314296 0.000302392 0.00015944
threshold=0.08544000000000003 0.084795000000000023 -0.084204999999999988 -0.08595499999999999 -0.088874999999999996 -0.079250000000000001 -0.010395 -0.091244999999999993 -0.084665000000000004 -0.085794999999999996 0.091495000000000007 -0.077889999999999987 0.09742000000000002 0.091545000000000029 -0.074094999999999994 0.091715000000000033 -0.074084999999999998 0.090195000000000011 -0.078414999999999999 -0.0091849999999999987 -0.081804999999999989 -0.021739999999999999 -0.016339999999999997 -0.085014999999999993 -0.088174999999999989 -0.080659999999999996 -0.086304999999999993 0.086250000000000021 -0.072419999999999998 0.10341500000000002 -0.011204999999999998 0.10268000000000002 -0.081204999999999986 -0.049499999999999995 -0.14035499999999998 0.093835000000000016 -0.096354999999999996 -0.49499500000000002 -0.44524499999999995 -0.043929999999999997 0.087675000000000017 0.057265000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 27 -6 22 -8 9 23 17 15 13 -13 -15 -12 -17 18 19 21 -21 -5 -7 26 25 -25 -1 35 -14 -30 41 -32 33 -20 -29 36 -2 -37 -39 -34 -38 -10
right_child=3 2 -4 10 5 6 7 -9 30 -11 11 12 28 14 -16 16 -18 -19 32 20 -22 -23 -24 24 -26 -27 -28 34 29 -31 31 -33 39 -35 -36 37 40 38 -40 -41 -42 -43
leaf_value=-0.00037972981321208755 -0.00040651220976718359 -4.2527817879681327e-05 -0.0026265163726942077 -0.00012408306484654004 0.00185358035933541 -0.0004346552984158569 7.4648713540394557e-05 0.00070323660073689977 -0.00015622133791883894 -0.00078166624966304304 -9.5878546461327746e-05 6.269345750151938e-05 0.00029120476534595641 -0.00018203712579028622 -0.0010599998645920202 0.000663931978339876 -6.9525924807640267e-05 0.00036123447813156569 0.00045183006087127348 -0.00041570006776393121 0.00017158499241990213 0.00025920902233964 6.7383022930470363e-05 -0.00018065807179665737 0.00056494259672120915 0.00022244739993556196 6.7188258207437264e-05 8.269008758694438e-06 -0.00050422553272640549 7.7179358168638981e-05 0.00048155555273291477 -4.0552937422864677e-06 -7.0844110403938244e-05 4.5512619703373456e-05 0.00039576090494388365 -0.00015499612046650574 9.997052214648716e-05 0.00047248434993200136 -2.4776019611311379e-05 6.2830279455498178e-05 -0.00016934176598632831 9.0830143957566756e-05
leaf_weight=63 50 62 63 136 46 48 55 46 46 47 83 46 49 78 61 49 50 58 96 140 49 97 47 99 46 55 47 51 46 107 76 47 310 341 53 77 70 53 169 396 94 57
leaf_count=63 50 62 63 136 46 48 55 46 46 47 83 46 49 78 61 49 50 58 96 140 49 97 47 99 46 55 47 51 46 107 76 47 310 341 53 77 70 53 169 396 94 57
internal_value=0 -0.000242505 -0.00135141 3.08321e-05 0.000124251 0.000436612 9.98814e-05 0.000369042 -3.34347e-06 -0.000101815 -5.40327e-06 -9.76164e-05 -0.000195927 -0.000410676 -0.00057322 0.00010693 0.00028523 2.64209e-05 1.34894e-05 -9.64544e-05 -0.00025911 3.19715e-05 -0.000177661 0 0.000101684 -3.13761e-05 -0.000181332 4.09163e-07 0 -9.22717e-05 0.000148585 0.000289342 5.47972e-05 0.000136646 0.000213612 -4.12176e-05 -0.000136663 2.43565e-05 9.02519e-05 2.9752e-06 -4.93998e-05 -1.15557e-05
internal_weight=0 708 125 3051 859 242 196 101 583 357 2192 569 387 185 139 182 99 1623 1565 422 189 233 95 310 200 154 110 617 202 153 226 123 1143 437 104 513 214 299 222 706 164 103
internal_count=3759 708 125 3051 859 242 196 101 583 357 2192 569 387 185 139 182 99 1623 1565 422 189 233 95 310 200 154 110 617 202 153 226 123 1143 437 104 513 214 299 222 706 164 103
is_linear=0
shrinkage=0.0995203


Tree=9465
num_leaves=26
num_cat=0
split_feature=3 26 2 18 18 18 18 0 26 2 28 18 18 26 18 5 2 18 1 6 4 1 5 20 0
split_gain=0.0035244 0.0200794 0.0304868 0.00102499 0.0144432 0.000908555 0.00103866 0.00100308 0.000712856 0.0033912 0.000689245 0.00043743 0.000421293 0.00037687 0.00166119 0.000662727 0.000726933 0.00048455 0.000364356 0.000405427 0.000305509 0.00030127 0.000817964 0.000313256 0.0002236
threshold=0.08544000000000003 0.088545000000000026 -0.084869999999999987 0.092750000000000013 0.090795000000000028 -0.09404499999999999 -0.013025 -0.086254999999999984 0.11538500000000003 -0.076524999999999996 1.0000000180025095e-35 0.31227500000000008 0.095210000000000031 0.11819500000000002 0.088635000000000019 -0.09583499999999999 -0.06717999999999999 0.038665000000000012 0.0036400000000000009 0.089165000000000022 0.081905000000000019 -0.085574999999999998 -0.015214999999999999 -0.015594999999999999 -0.084665000000000004
decision_type=2 2 2 2 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 20 7 -7 11 -10 13 12 -5 14 17 -15 -17 -2 19 -14 -1 24 23 -23 -8
right_child=3 2 -4 8 -6 6 21 -9 9 -11 -12 -13 18 15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=7.5390528628788728e-05 1.732300894243509e-05 0.00020493417958471904 -0.0034026647095391203 -0.00025394320489969722 0.001749022620341523 -2.6878771638678578e-05 -0.00027232011634270266 -0.00063866819282403463 -0.00085415882897415705 0.00011173648173662423 0.00032164474439128011 -0.00031670445320852215 0.00018539903541662733 0.0001527168299884768 0.00054845590223957233 -0.00057085562698163837 0 -0.00024503775926192615 -0.00019529671990082187 -3.1036415893485041e-05 0.0004510167093295815 0.00020347886500052327 0.00040298661198523341 -7.7071109305922977e-05 0
leaf_weight=51 2025 46 46 54 49 57 56 55 60 87 74 46 179 46 58 48 46 72 53 154 47 49 56 192 53
leaf_count=51 2025 46 46 54 49 57 56 55 60 87 74 46 179 46 58 48 46 72 53 154 47 49 56 192 53
internal_value=0 -0.000218486 -0.00158997 2.78705e-05 5.75858e-05 -1.23256e-05 -6.61632e-05 -0.00033462 -8.4346e-05 -0.000276938 2.22548e-05 -2.44085e-05 4.28924e-06 1.22446e-05 2.28524e-05 -0.000145192 -0.000299686 7.92453e-06 4.25358e-05 8.28474e-05 0.000263891 5.8776e-06 5.97309e-05 -1.6633e-05 -0.00013335
internal_weight=0 708 92 3051 2418 616 518 112 633 147 2369 486 440 2295 2155 140 94 2097 386 333 98 406 297 241 109
internal_count=3759 708 92 3051 2418 616 518 112 633 147 2369 486 440 2295 2155 140 94 2097 386 333 98 406 297 241 109
is_linear=0
shrinkage=0.0995203


Tree=9466
num_leaves=25
num_cat=0
split_feature=3 26 6 17 3 18 17 17 17 0 5 0 0 6 18 5 27 5 17 18 1 8 17 17
split_gain=0.0028512 0.0163009 0.0264861 0.000898807 0.00164143 0.00107593 0.000861962 0.0141362 0.00215844 0.000672481 0.000946136 0.00105316 0.00211596 0.000653146 0.000619017 0.00111949 0.000585809 0.000484455 0.000474042 0.000435337 0.00110137 0.0017612 0.000955002 0.000396547
threshold=0.08544000000000003 0.088475000000000012 0.085120000000000015 -0.14169499999999999 0.083255000000000023 -0.093130000000000004 0.063160000000000022 0.07134500000000002 0.056905000000000011 -0.16969499999999998 -0.49053999999999998 -0.071029999999999996 -0.044789999999999996 0.088155000000000025 -0.010395 -0.0089549999999999994 0.10868000000000001 0.054660000000000007 -0.0020399999999999997 0.11959500000000002 -0.049499999999999995 -0.08237499999999999 0.047990000000000012 -0.0064000000000000003
decision_type=2 2 2 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 -5 8 -8 16 -9 -11 17 -13 14 15 -7 19 -12 -16 22 21 -21 23 -2
right_child=6 2 -4 5 -6 13 7 9 -10 10 11 12 -14 -15 18 -17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=9.233466318028433e-05 -2.5323478412033897e-05 0.00021883470915221468 -0.0030900960880810959 0.00043666643935683363 -0.00071099469869441824 -0.00061963021329435985 0.0017890572534320593 -0.00036111811402176328 -0.00066406305677279643 0.00041580348692991221 9.5141472815386726e-05 -0.00079167895901599604 9.9693902229610652e-05 0.00034215785871675281 0.00017559843021651314 9.953540871055552e-06 0.00030469684836438631 -0.00023664672249762696 -7.8881425120914104e-05 5.0294923592917115e-05 0.00017741258660456798 -0.00079604671995736978 0.00044758613310670061 7.0804902064360337e-05
leaf_weight=51 1446 48 47 61 47 47 47 47 48 57 389 47 57 47 122 63 65 48 175 46 56 48 49 601
leaf_count=51 1446 48 47 61 47 47 47 47 48 57 389 47 57 47 122 63 65 48 175 46 56 48 49 601
internal_value=0 -0.000196527 -0.0014096 -7.195e-06 -0.000284582 4.39998e-05 2.5045e-05 0.000122744 -3.26737e-06 5.30475e-08 2.98084e-05 -9.3471e-06 -0.000295267 -6.95622e-06 -4.9283e-05 -0.000251609 1.01033e-05 5.68246e-05 2.28961e-05 1.21316e-06 -0.000162162 -0.000373171 1.32957e-05 2.49994e-06
internal_weight=0 708 95 613 98 515 3051 692 2359 645 598 541 104 454 407 110 2311 437 297 2246 150 94 2096 2047
internal_count=3759 708 95 613 98 515 3051 692 2359 645 598 541 104 454 407 110 2311 437 297 2246 150 94 2096 2047
is_linear=0
shrinkage=0.0995203


Tree=9467
num_leaves=27
num_cat=0
split_feature=3 3 26 18 26 18 5 18 18 3 26 3 18 5 18 28 17 26 19 3 17 10 1 10 20 26
split_gain=0.00230541 0.014338 0.0231294 0.000838052 0.000849027 0.00116022 0.00243693 0.000750697 0.011274 0.000604479 0.00128154 0.000917683 0.00108401 0.000984462 0.000704446 0.000507213 0.000418143 0.000449436 0.000405029 0.000358495 0.000499746 0.000338272 0.000979673 0.000491339 0.000141621 3.43861e-05
threshold=0.08544000000000003 0.084795000000000023 0.08598500000000002 -0.094389999999999988 0.091195000000000012 -0.010395 -0.0091849999999999987 0.092750000000000013 0.090795000000000028 0.10393500000000001 0.11575500000000001 0.097095000000000029 0.10492000000000003 -0.049719999999999993 0.10435500000000002 0.080375000000000016 0.093960000000000016 0.085855000000000029 0.11249500000000003 0.12870500000000004 -0.031185000000000001 0.086275000000000018 -0.50597999999999999 0.091080000000000022 -0.025670000000000002 0.088825000000000029
decision_type=2 2 2 2 2 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 -5 8 15 10 11 12 25 -14 -11 18 17 -7 21 24 -21 22 -2 -23 -16 -9
right_child=7 2 -4 4 -6 16 -8 9 -10 14 -12 -13 13 -15 19 -17 -18 -19 -20 20 -22 23 -24 -25 -26 -27
leaf_value=0.00031874499723838061 -0.00042236108921529894 -0.00010023492015234308 -0.0029187456188089988 -0.00070786452494171943 0.00038656655715745995 9.7021302717741399e-06 0.00014826944965076644 -0.00016074961641285689 0.0015424465127680421 0.00036986189836985656 -0.00050978744047866606 -0.00046254450374745115 0.0003371531375775427 -0.00015471433041603272 -3.6393093187486463e-05 0.00029137352988256425 -0.00023199238238243015 0.0003091879066097951 0.00022324184325321137 -0.00011655412711637402 0.00033282123786542724 0.00039669672056984775 2.9244051804526278e-06 -3.7562856672247596e-05 -0.00030446891957458099 -0.00034250879968264914
leaf_weight=85 55 79 46 71 46 207 59 46 49 53 79 47 113 60 47 65 47 68 84 49 46 51 2068 46 47 46
leaf_count=85 55 79 46 71 46 207 59 46 49 53 79 47 113 60 47 65 47 68 84 49 46 51 2068 46 47 46
internal_value=0 -0.000176623 -0.001144 2.93853e-05 -1.83596e-05 -6.138e-05 -0.000313014 2.26059e-05 4.80688e-05 -7.33665e-05 -0.000150392 -5.67671e-05 1.21119e-05 0.000161831 4.77006e-05 1.68137e-05 3.76692e-05 8.67337e-05 8.71258e-06 -3.83096e-05 9.24211e-05 2.26496e-07 -7.70776e-06 0.00018232 -0.00017914 -0.000260527
internal_weight=0 708 125 583 498 452 130 3051 2418 633 391 312 265 173 242 2369 322 275 2304 189 95 2220 2123 97 94 92
internal_count=3759 708 125 583 498 452 130 3051 2418 633 391 312 265 173 242 2369 322 275 2304 189 95 2220 2123 97 94 92
is_linear=0
shrinkage=0.0995203


Tree=9468
num_leaves=25
num_cat=0
split_feature=30 3 3 5 3 21 26 6 9 9 10 26 3 26 9 5 0 20 10 26 2 20 0 9
split_gain=0.00403895 0.00209749 0.0075386 0.0160102 0.00161112 0.00275338 0.00880275 0.00103523 0.00116438 0.00161751 0.00103505 0.000969382 0.00130034 0.000864975 0.000992603 0.00232662 0.00182828 0.00069132 0.000662032 0.000624152 0.00047909 0.000893957 0.000350245 0.000383287
threshold=0.11901000000000002 0.085910000000000028 0.084895000000000012 -0.073669999999999999 0.090050000000000033 -0.018669999999999996 0.084685000000000024 -0.085885000000000003 0.083925000000000013 0.085525000000000032 0.09056500000000002 0.088435000000000027 0.084465000000000026 0.10924500000000002 0.11296000000000002 -0.034484999999999995 -0.077945 -0.25378999999999996 0.086165000000000019 0.084355000000000027 -0.082234999999999989 -0.081324999999999995 0.019150000000000004 0.084515000000000021
decision_type=2 2 2 2 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 6 -3 20 -9 -10 13 12 22 17 16 -16 -15 -6 -19 -5 -7 -22 23 -1
right_child=-2 4 3 19 10 7 -8 8 9 -11 -12 -13 -14 14 15 -17 -18 18 -20 -21 21 -23 -24 -25
leaf_value=7.4880352019413105e-06 -0.00078323833016286743 0.00012971639803003836 0.0023259109814719138 -9.7947490097647838e-05 -0.00035267003695303012 0.00035753882748122652 -0.0016266084773844146 -0.00060568108167674919 0.00047315336964336553 -0.00014145508426478414 0.00047518098655315163 0.00031693595834632115 -0.00038222301992363414 -7.6318959853621712e-05 -0.00054050285390908601 0.00032664497051555953 0.00047737805679180567 2.1747391378573695e-05 -0.00032917115580699085 0.00034490573648438385 -0.00031489236322193825 0.00023067619274161081 -0.00019028932698142976 0.00024643118741394723
leaf_weight=276 61 69 47 49 54 68 47 46 47 402 53 88 91 89 56 67 163 1554 55 78 47 80 59 91
leaf_count=276 61 69 47 49 54 68 47 46 47 402 53 88 91 89 56 67 163 1554 55 78 47 80 59 91
internal_value=0 3.29325e-05 0.000177937 0.000755294 -5.77637e-06 -0.000125562 -0.000574841 -4.88444e-05 -0.000126239 -7.52964e-05 4.00048e-05 1.05338e-05 -4.00364e-05 2.8286e-05 0.00016485 -6.14986e-05 0.000278578 -2.01634e-06 9.24325e-06 0.000167595 0.000143419 2.2327e-05 3.11382e-05 6.89661e-05
internal_weight=0 3676 779 174 2897 806 116 690 495 449 2091 605 517 2038 375 123 252 1663 1609 127 195 127 426 367
internal_count=3737 3676 779 174 2897 806 116 690 495 449 2091 605 517 2038 375 123 252 1663 1609 127 195 127 426 367
is_linear=0
shrinkage=0.0995203


Tree=9469
num_leaves=25
num_cat=0
split_feature=1 3 3 9 21 21 26 9 9 18 0 26 3 0 1 9 9 6 0 1 9 1 0 9
split_gain=0.00244753 0.00191067 0.0108793 0.0135226 0.00124012 0.00812605 0.000741574 0.000807976 0.00145257 0.00263257 0.00180716 0.000681441 0.00108425 0.000521106 0.000791333 0.000758358 0.000645583 0.000625846 0.000518422 0.000496658 0.000447794 0.000425364 0.000281604 0.000292509
threshold=0.62916000000000016 0.085505000000000012 0.084895000000000012 0.084755000000000011 -0.018669999999999996 -0.042694999999999997 0.11081000000000002 0.091750000000000012 0.11296000000000002 0.090725000000000014 -0.065519999999999981 0.088435000000000027 0.084465000000000026 0.12387500000000003 -0.07002499999999999 0.095055000000000014 0.095055000000000014 0.11816500000000002 -0.081674999999999984 -0.010395 0.084155000000000021 0.18123500000000006 0.019150000000000004 0.084515000000000021
decision_type=2 2 2 2 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 18 13 -8 9 -9 -10 12 22 14 16 -15 -6 -16 19 20 -3 -21 23 -1
right_child=-2 4 3 -5 6 -7 7 8 10 -11 -12 -13 -14 15 17 -17 -18 -19 -20 21 -22 -23 -24 -25
leaf_value=1.2186657413136512e-05 -0.00067352538839044471 -0.00040830899357839379 0.0023894054689080901 8.9057820878103459e-05 -6.369622578292699e-05 -0.0012492015050077768 -0.00013018073487846687 0.00082839860463129159 -0.00047459334191716368 7.3308148893442806e-05 0.00030702065853294684 0.00027357646565438835 -0.00034418410961935763 -2.638905952653076e-05 9.8210015837312977e-06 0.0004829194994829511 -0.00036121516870940757 0.00027220263326669855 0.00025789414694127864 0.00026410943370706847 0 -6.3308175607328928e-05 -0.00016589079892242523 0.00022065929665528115
leaf_weight=270 50 56 46 58 684 59 81 79 55 115 62 84 91 59 1225 52 83 98 70 63 48 98 58 93
leaf_count=270 50 56 46 58 684 59 81 79 55 115 62 84 91 59 1225 52 83 98 70 63 48 98 58 93
internal_value=0 2.70537e-05 0.000175093 0.00111439 -7.36505e-06 -0.000172062 1.73445e-05 0.000143525 0.000217444 0.000385013 -5.3408e-05 9.81496e-06 -3.18596e-05 -4.75647e-06 -1.62794e-05 0.000204831 -9.69592e-05 2.98755e-05 1.51999e-05 -4.58189e-05 -0.000217084 5.97272e-05 3.37056e-05 6.78522e-05
internal_weight=0 3687 700 104 2987 394 2593 392 311 194 117 596 512 2201 2090 111 767 1323 335 265 104 161 421 363
internal_count=3737 3687 700 104 2987 394 2593 392 311 194 117 596 512 2201 2090 111 767 1323 335 265 104 161 421 363
is_linear=0
shrinkage=0.0995203


Tree=9470
num_leaves=28
num_cat=0
split_feature=30 5 3 3 20 20 17 17 4 17 5 3 8 2 2 3 2 2 2 17 3 17 38 4 2 18 17
split_gain=0.00319401 0.00179983 0.00262441 0.0101804 0.00194935 0.00727596 0.000984742 0.00221306 0.00151174 0.00138144 0.000896976 0.000816651 0.000790609 0.000759285 0.00106398 0.000901952 0.000455251 0.00190441 0.000916295 0.000863538 0.000553002 0.00042097 0.000306036 0.000422252 0.000447775 0.000196237 0.000160575
threshold=0.11901000000000002 -0.066919999999999993 0.086285000000000014 0.084795000000000023 -0.083495 -0.084949999999999984 -0.040099999999999997 -0.065004999999999993 0.086105000000000029 -0.0082649999999999998 -0.072874999999999981 0.088385000000000033 0.10068500000000002 -0.086254999999999984 -0.090394999999999989 0.098000000000000018 -0.085944999999999994 -0.086775000000000005 -0.084114999999999981 -0.011174999999999999 0.084795000000000023 -0.013885 -0.077195 0.10423500000000002 -0.082794999999999994 -0.055464999999999993 -0.14723999999999998
decision_type=2 2 2 2 2 2 2 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 22 5 13 7 8 -4 -8 11 -11 16 14 26 -15 17 21 19 -18 -20 -6 -1 24 -24 -14 -3
right_child=-2 4 6 -5 12 -7 9 -9 -10 10 -12 -13 25 15 -16 -17 18 -19 20 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=-0.00019766778410151744 -0.00069796948908235176 0 0.00034701200104047023 0.0012860969162122528 -3.6819222295950481e-05 -0.0013949491711497284 -0.00039194713439156653 0.00077392644328485259 -0.0003729134911197434 -0.00030690326890772679 0.00037709538257569262 4.0878229955555253e-05 0.00045085395750832504 -0.00045527279903464363 0.00035547474490891238 4.1597036264466949e-05 0.00044026017501584794 -0.00050983043412060683 0.00023957443550207702 -4.7629547011936494e-06 -2.2182894370411632e-05 0.00024916914086732837 -0.00025985647103327422 0.0002702612275533826 0.00013639930577353303 0.00012625940175983678 -0.00027596977071500688
leaf_weight=48 61 47 62 87 303 47 81 56 54 74 71 685 46 80 76 61 96 86 86 72 1119 61 50 73 63 46 46
leaf_count=48 61 47 62 87 303 47 81 56 54 74 71 685 46 80 76 61 96 86 86 72 1119 61 50 73 63 46 46
internal_value=0 2.78192e-05 0.000116513 0.000366766 -2.66297e-05 -0.00024025 4.15827e-05 0.000259984 4.81714e-06 0 3.8632e-05 5.8921e-06 1.27664e-05 -6.25412e-05 7.6091e-05 -0.000234509 -1.15168e-06 -8.84496e-05 2.68639e-05 0.000244663 -2.82209e-06 8.85845e-06 2.14646e-05 8.24162e-05 -3.16907e-05 0.000297455 -0.00014342
internal_weight=0 3676 1404 321 2272 357 1083 172 116 911 830 759 1915 310 169 141 1823 450 1373 168 1205 364 234 186 113 92 93
internal_count=3737 3676 1404 321 2272 357 1083 172 116 911 830 759 1915 310 169 141 1823 450 1373 168 1205 364 234 186 113 92 93
is_linear=0
shrinkage=0.0995203


Tree=9471
num_leaves=23
num_cat=0
split_feature=30 5 5 20 20 26 9 3 9 20 8 5 5 6 9 9 8 3 9 9 0 3
split_gain=0.00259018 0.00153646 0.0147859 0.0012674 0.00616978 0.000712424 0.000649967 0.00235551 0.000975094 0.000521534 0.000580312 0.00112643 0.000511668 0.000508856 0.000497385 0.00150242 0.00148449 0.000453772 0.00036125 0.00120239 0.00110693 0.00033747
threshold=0.11901000000000002 -0.095609999999999987 -0.10123 -0.083495 -0.084949999999999984 0.11081000000000002 0.11408000000000003 0.14940500000000004 0.10341500000000002 -0.14765999999999999 -0.086304999999999993 -0.015214999999999999 0.5134350000000002 -0.03252 0.091750000000000012 0.095415000000000014 -0.068099999999999994 0.11061500000000002 0.091885000000000022 0.091200000000000017 -0.080204999999999985 0.098755000000000023
decision_type=2 2 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 12 7 8 13 21 -11 -12 18 -1 -7 -16 -17 -14 19 -5 -20 -3
right_child=-2 3 -4 5 -6 14 -8 -9 -10 10 11 -13 17 -15 15 16 -18 -19 20 -21 -22 -23
leaf_value=9.4783646168984873e-05 -0.00062850741128944959 -0.00031248433756240796 0.0017053587022974226 -1.3297861817032045e-05 -0.0012198030970351154 -9.172361078867722e-05 -0.00024721984643867926 0.00068755579311668177 -0.00041713667154160609 -0.00021118230175045982 0.00046324486918427287 -4.0688599324892957e-05 -2.0442865218186754e-05 -0.00011333374869164113 0.00069238677444353265 0.00058211691125956296 -5.2618584968054407e-05 0.00031732099706082177 -0.00040918372070393314 0.0004375895683938146 -1.1332735553701668e-05 2.904386587303047e-06
leaf_weight=477 61 83 56 1452 49 60 74 55 49 59 69 114 63 151 53 47 156 89 90 61 321 48
leaf_count=477 61 83 56 1452 49 60 74 55 49 59 69 114 63 151 53 47 156 89 90 61 321 48
internal_value=0 2.50553e-05 0.000141371 -1.02841e-05 -0.000169479 1.74591e-05 3.16908e-05 6.1005e-05 8.89429e-06 -2.9306e-05 5.46628e-05 0.000144846 -3.34529e-06 4.34391e-05 0.000156726 0.000218154 9.03073e-05 0.000171941 -1.76188e-05 4.33963e-06 -0.000100445 -0.000190673
internal_weight=0 3676 862 2814 422 2392 806 732 677 373 242 183 2076 628 316 256 203 152 1924 1513 411 131
internal_count=3737 3676 862 2814 422 2392 806 732 677 373 242 183 2076 628 316 256 203 152 1924 1513 411 131
is_linear=0
shrinkage=0.0995203


Tree=9472
num_leaves=16
num_cat=0
split_feature=28 17 8 30 18 18 6 3 6 2 3 3 6 20 5
split_gain=0.040381 0.00422204 0.00824875 0.00344343 0.00300385 0.00685034 0.00990081 0.00104727 0.00100057 0.00131033 0.000768464 0.00134717 0.00076493 0.000401379 0.000388212
threshold=0.080375000000000016 0.51734000000000024 -0.081534999999999982 0.12198500000000002 0.088735000000000022 0.092750000000000013 0.088750000000000023 0.087745000000000031 0.11816500000000002 -0.073884999999999992 0.084795000000000023 0.084380000000000024 0.10877500000000002 -0.090514999999999998 -0.14118999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 6 7 -6 10 -10 11 -1 -12 -7 -15
right_child=-2 2 -4 -5 5 13 -8 -9 9 -11 12 -13 -14 14 -16
leaf_value=7.7730698128723128e-05 0.0022600361462022352 -0.0016368272157854962 6.193854924308999e-05 0.00084625262332890881 -0.00052326956921379885 -0.0002705570845212859 -0.0019282763093091864 0.0001307313196843817 -0.00063935146969466578 4.725374099621379e-06 4.1644369123957562e-06 0.00051658967115030745 0.00034416464517841351 0.00024500176232456064 -4.6897527041688153e-05
leaf_weight=416 78 47 69 46 48 73 51 46 50 77 1994 85 68 49 513
leaf_count=416 78 47 69 46 48 73 51 46 50 77 1994 85 68 49 513
internal_value=0 -2.84568e-05 -0.000619298 -8.73091e-06 -2.03009e-05 -0.000192395 -0.000809969 -0.000194518 2.92957e-05 -0.000242402 4.30781e-05 0.000153822 1.57739e-05 -5.00851e-05 -1.99906e-05
internal_weight=0 3632 116 3516 3470 780 145 94 2690 127 2563 501 2062 635 562
internal_count=3710 3632 116 3516 3470 780 145 94 2690 127 2563 501 2062 635 562
is_linear=0
shrinkage=0.0995203


Tree=9473
num_leaves=17
num_cat=0
split_feature=28 19 30 18 18 17 3 3 26 3 3 21 3 4 0 4
split_gain=0.032741 0.00953209 0.00279247 0.00251405 0.00365735 0.00888064 0.00140394 0.000666273 0.00203348 0.000942561 0.000479038 0.00160323 0.00076772 0.000427062 0.00134114 0.00112525
threshold=0.080375000000000016 0.14071500000000006 0.11955500000000002 0.086285000000000014 0.093060000000000018 0.0036400000000000009 0.090435000000000029 0.084795000000000023 0.088545000000000026 0.084505000000000011 0.10871500000000002 0.10254500000000003 0.14530500000000005 0.10533000000000002 -0.229625 0.10755500000000003
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 6 -5 8 9 -1 11 -6 -12 14 -9 -15
right_child=-2 -3 -4 4 10 -7 -8 13 -10 -11 12 -13 -14 15 -16 -17
leaf_value=4.1265440101344499e-06 0.0020351168714136838 -0.0014491277320324185 0.00070959973620734454 1.3723270477556162e-05 -5.0401624064432157e-05 -0.0016970306707237573 -0.00056404453440175189 0.00051778393848051765 0.00069464310570777413 0.00048362651107625285 -0.00035069933910472509 0.00056843154734346579 9.6826426555195338e-05 -0.00055060444435622846 9.1963882537546447e-06 -2.0020987193730643e-05
leaf_weight=378 78 46 53 119 416 49 62 53 57 46 104 46 56 47 1824 276
leaf_count=378 78 46 53 119 416 49 62 53 57 46 104 46 56 47 1824 276
internal_value=0 -2.5535e-05 -7.04538e-06 -1.80278e-05 -0.000167091 -0.000506488 -0.000179663 2.90381e-05 0.000135215 5.80785e-05 -4.0275e-05 9.44193e-06 -0.000188949 5.45179e-06 2.39933e-05 -9.97611e-05
internal_weight=0 3632 3586 3533 852 230 181 2681 481 424 622 462 160 2200 1877 323
internal_count=3710 3632 3586 3533 852 230 181 2681 481 424 622 462 160 2200 1877 323
is_linear=0
shrinkage=0.0995203


Tree=9474
num_leaves=15
num_cat=0
split_feature=28 17 2 9 6 6 6 17 2 2 2 4 4 4
split_gain=0.0265468 0.00339124 0.00703363 0.00244178 0.00174381 0.0105424 0.000662065 0.000879633 0.000654851 0.00122989 0.00121466 0.000476014 0.00123353 0.0004914
threshold=0.080375000000000016 0.51734000000000024 -0.080484999999999987 0.22832000000000005 0.088845000000000021 0.089525000000000021 0.087765000000000024 -0.011514999999999999 -0.072419999999999998 -0.077849999999999989 -0.06717999999999999 0.12061000000000001 0.11706000000000001 0.13279000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 11 -8 9 -7 -10 12 -1 -13
right_child=-2 2 -4 -5 5 8 7 -9 10 -11 -12 13 -14 -15
leaf_value=1.8978493897155789e-05 0.0018325815429238571 -0.0015091869229042134 6.4600618473685309e-05 0.00069936689510199023 -0.0013764414577349794 -6.1946152986699893e-05 -5.4865529320830877e-05 0.0004976430555137018 -0.00054319769496253233 0.00027773118199378184 -3.7779198461195583e-05 -0.00031930692384948058 0.00053012526533790128 -1.6105396944989857e-05
leaf_weight=2148 78 46 70 48 63 456 46 66 66 137 179 79 48 180
leaf_count=2148 78 46 70 48 63 456 46 66 66 137 179 79 48 180
internal_value=0 -2.29265e-05 -0.000552431 -5.22424e-06 -1.52124e-05 -0.000134478 2.63302e-05 0.000263411 -4.01318e-05 1.51486e-05 -0.000177274 1.51808e-05 3.05239e-05 -0.000111748
internal_weight=0 3632 116 3516 3468 901 2567 112 838 593 245 2455 2196 259
internal_count=3710 3632 116 3516 3468 901 2567 112 838 593 245 2455 2196 259
is_linear=0
shrinkage=0.0995203


Tree=9475
num_leaves=14
num_cat=0
split_feature=28 19 30 18 18 1 6 5 17 26 5 9 26
split_gain=0.0215267 0.0076167 0.0021236 0.00202096 0.00457517 0.00834295 0.000731443 0.000892649 0.000696206 0.000971785 0.000512726 0.000325211 0.000791751
threshold=0.080375000000000016 0.14071500000000006 0.11955500000000002 0.088735000000000022 0.093060000000000018 -0.079250000000000001 0.11816500000000002 0.057175000000000011 0.50644500000000015 0.088875000000000023 -0.039649999999999998 0.10371500000000002 0.11819500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 8 -8 10 -10 -1 12 -6
right_child=-2 -3 -4 4 11 -7 7 -9 9 -11 -12 -13 -14
leaf_value=-3.484072422117565e-05 0.001650202720620796 -0.0012931972431193149 0.00062083633690729291 -0.0014042092493529708 -4.3590972194883402e-05 4.4022817689579959e-05 -0.00040489887686758841 9.7149491577286595e-05 0 0.00063174205414974211 5.9878947064620396e-05 -0.00020834785436290329 0.00036511310124401775
leaf_weight=842 78 46 53 74 480 82 83 57 47 46 1680 90 52
leaf_count=842 78 46 53 74 480 82 83 57 47 46 1680 90 52
internal_value=0 -2.06673e-05 -4.11539e-06 -1.37223e-05 -0.000155515 -0.000637712 2.60223e-05 -0.000194646 3.81493e-05 0.000306448 2.79311e-05 -3.32622e-05 -2.10365e-06
internal_weight=0 3632 3586 3533 778 156 2755 140 2615 93 2522 622 532
internal_count=3710 3632 3586 3533 778 156 2755 140 2615 93 2522 622 532
is_linear=0
shrinkage=0.0995203


Tree=9476
num_leaves=19
num_cat=0
split_feature=2 2 29 26 6 9 19 0 5 6 10 10 4 6 6 2 5 19
split_gain=0.00305489 0.0143298 0.00293734 0.000866515 0.000830944 0.00107361 0.000644324 0.000626378 0.000601521 0.000622987 0.00056011 0.00105599 0.000831253 0.000466956 0.000600589 0.000389106 0.000379494 0.000223426
threshold=-0.098809999999999995 -0.104295 0.096845000000000028 -0.23033499999999998 -0.097455 -0.096659999999999982 0.13857500000000003 -0.093765000000000001 0.51100000000000012 -0.060679999999999998 0.090150000000000022 0.086275000000000018 0.10323000000000003 -0.104035 -0.11533 -0.096314999999999998 0.25155500000000008 0.087520000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -2 5 -5 8 -4 15 -10 11 12 16 14 -7 -6 17 -1
right_child=2 -3 7 4 6 13 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-2.2589230946109814e-05 0.00039715215566347881 -0.0018922429685224991 -0.00081389879920556758 0.0002771132396313606 0.00032212100093437435 -0.00015081488234065953 0.00039335997930207164 -0.00025871800009948272 -0.00041378625011765811 3.5811009372946721e-05 -0.00032509655217805467 0.00035288376281601713 -0.00049097733492562432 -0.00038288020178358164 0.00018943022078722727 3.8892791686251616e-05 0.00022407589146991724 -0.00027727336578472556
leaf_weight=149 61 48 46 67 50 359 51 46 59 57 74 61 46 72 58 2352 47 48
leaf_count=149 61 48 46 67 50 359 51 46 59 57 74 61 46 72 58 2352 47 48
internal_value=0 -0.000261574 8.79171e-06 2.50461e-05 1.75206e-05 -9.23341e-05 4.16148e-05 -0.000545207 3.41654e-05 -0.000185806 -7.54781e-05 -2.05197e-05 -0.000101886 -0.000144628 -0.000101527 4.51293e-05 -2.51777e-05 -8.87998e-05
internal_weight=0 473 3278 3186 3125 556 2569 92 2518 116 425 351 290 489 417 2402 244 197
internal_count=3751 473 3278 3186 3125 556 2569 92 2518 116 425 351 290 489 417 2402 244 197
is_linear=0
shrinkage=0.0995203


Tree=9477
num_leaves=16
num_cat=0
split_feature=2 2 28 19 8 8 6 20 3 4 1 0 2 2 3
split_gain=0.00248499 0.0116129 0.0012276 0.00072725 0.000681493 0.000840835 0.00076427 0.000510957 0.000502951 0.00115553 0.000806493 0.000436335 0.000396594 0.000273004 0.000189255
threshold=-0.098809999999999995 -0.104295 0.082705000000000015 0.13857500000000003 -0.52017999999999998 -0.47145500000000001 -0.101065 -0.078104999999999994 0.11089500000000001 0.10543500000000001 -0.49837999999999999 -0.080884999999999999 -0.0088099999999999984 -0.16295499999999999 0.086535000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -2 -6 7 -7 9 10 -1 14 -8 -10 -12
right_child=2 -3 -4 -5 5 6 12 -9 13 -11 11 -13 -14 -15 -16
leaf_value=-0.00045262801539363104 -0.00029741675206671386 -0.0017039266848620756 -0.00048088958276204009 0.00036232385900378028 0.00039871546088985645 0.00019270299507429718 4.7716540121307314e-05 -0.00014034809516173005 -0.00044700908253774482 0.00044253807791060388 -0.00023668763273149607 0.00016295217608369538 -6.0819111348516258e-05 -9.2108877114058094e-05 0
leaf_weight=49 70 48 50 59 56 49 2169 437 46 48 68 90 388 54 70
leaf_count=49 70 48 50 59 56 49 2169 437 46 48 68 90 388 54 70
internal_value=0 -0.000235887 7.94161e-06 1.57669e-05 9.05647e-06 1.62432e-05 8.93561e-06 -0.000105084 -6.81582e-05 -5.51897e-06 -8.6116e-05 -3.75754e-06 3.09272e-05 -0.000263549 -0.000118413
internal_weight=0 473 3278 3228 3169 3099 3043 486 425 325 277 228 2557 100 138
internal_count=3751 473 3278 3228 3169 3099 3043 486 425 325 277 228 2557 100 138
is_linear=0
shrinkage=0.0995203


Tree=9478
num_leaves=27
num_cat=0
split_feature=29 2 17 2 0 21 17 18 5 9 6 20 5 20 18 17 17 0 0 0 2 1 8 8 21 17
split_gain=0.00206056 0.00219529 0.00950185 0.00114992 0.00080599 0.000631193 0.000498604 0.000528429 0.00170657 0.0004897 0.00053037 0.000735755 0.00167279 0.000636984 0.000485198 0.000490245 0.000878451 0.000511748 0.000958431 0.000718366 0.000494983 0.000471252 0.000465655 0.000394444 0.00108807 0.000282947
threshold=0.096845000000000028 -0.098809999999999995 0.0041300000000000009 -0.10934999999999999 -0.091935000000000003 0.085470000000000018 -0.56005499999999986 -0.060544999999999995 0.063170000000000018 0.085945000000000021 -0.14723999999999998 -0.012970000000000001 -0.055004999999999991 -0.060199999999999997 -0.14343999999999998 0.021725000000000005 0.057560000000000014 -0.070134999999999989 -0.065229999999999996 -0.074819999999999984 -0.043929999999999997 0.056790000000000014 -0.055085000000000002 -0.086489999999999997 0.090375000000000025 -0.05543
decision_type=2 2 2 2 2 2 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 14 -1 -8 -9 21 -11 13 -13 -12 -3 17 -17 19 -19 -16 -18 23 -23 25 -25 -7
right_child=4 5 -4 -5 -6 9 7 8 -10 10 11 12 -14 -15 15 16 20 18 -20 -21 -22 22 -24 24 -26 -27
leaf_value=-0.00033928736259427927 -0.00077285086324458611 0.00031699599991355905 -0.0011824239015228713 0.00037922281369812859 -0.00017773765550676068 0.00016414776571765637 -0.00024404758444077494 -0.00010665836838173074 0.00057595240455767221 -0.00025892964982034361 3.3402151966005639e-05 0.00067761469870608365 -6.6970668795732043e-05 -0.00032427214255939117 2.1008293756086455e-05 0.0004107640846837756 1.9137198975710233e-05 -0.00048781190093560308 -1.2963322084798713e-05 0.00038227779350907511 0.00026159565857931483 -0.00054113767874441432 -0.00010754549863100682 -0.00049220544787235423 2.3436823134437134e-05 -8.2406285205923057e-05
leaf_weight=60 47 68 82 65 52 93 74 136 49 62 405 54 63 56 1069 88 436 54 209 58 106 47 64 64 103 87
leaf_count=60 47 68 82 65 52 93 74 136 49 62 405 54 63 56 1069 88 436 54 209 58 106 47 64 64 103 87
internal_value=0 -8.01625e-06 -0.000209933 -1.33171e-07 -0.000468535 2.12601e-05 -7.99977e-05 -1.67698e-05 6.97163e-05 -3.93965e-05 1.57028e-05 4.6578e-05 0.000269687 -8.27062e-06 5.35492e-05 4.42754e-05 0.000117234 1.06188e-05 -0.000113573 4.03271e-05 6.80657e-05 -0.000118179 -0.000298514 -5.8133e-05 -0.000169273 4.04321e-05
internal_weight=0 3652 466 384 99 3186 319 259 185 1098 640 578 117 461 2088 2020 630 1390 263 1127 542 458 111 347 167 180
internal_count=3751 3652 466 384 99 3186 319 259 185 1098 640 578 117 461 2088 2020 630 1390 263 1127 542 458 111 347 167 180
is_linear=0
shrinkage=0.0995203


Tree=9479
num_leaves=22
num_cat=0
split_feature=29 2 2 19 21 11 4 2 17 3 9 10 9 21 3 21 6 1 1 18 21
split_gain=0.00167718 0.00178319 0.0100388 0.000590691 0.000590412 0.000688855 0.000556681 0.000936686 0.000531918 0.000588029 0.000535432 0.00156359 0.000467956 0.000664304 0.00137187 0.000803697 0.000324972 0.00031355 0.000658227 0.00050845 0.000177025
threshold=0.096845000000000028 -0.098809999999999995 -0.104295 0.14023500000000003 0.08927000000000003 -0.079369999999999996 0.14367000000000005 0.13896000000000006 -0.56005499999999986 0.11225500000000002 0.098720000000000016 0.082245000000000026 0.088710000000000025 0.096230000000000024 0.093175000000000022 0.10940500000000002 -0.087825 0.0099250000000000015 0.10924000000000002 0.10085500000000001 0.088120000000000018
decision_type=2 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 16 7 -7 -1 10 11 -10 17 14 -14 -15 -3 19 -19 -6 -2
right_child=20 3 -4 -5 12 6 -8 -9 9 -11 -12 -13 13 15 -16 -17 -18 18 -20 -21 -22
leaf_value=-0.0003055213943315686 -0.00057623947133681375 0.00046995561083334255 -0.0015526649849301733 0.00036628516563716619 -0.00015037404280366455 2.2351917770107948e-05 -0.00029806343733224442 0.00035688453679476117 2.8591518896059685e-07 -0.0002238406791313889 -0.00014251117727784749 0.00063295798442173517 0.00016055053293104847 0.00027216321837953019 -0.00051164803484282065 -3.5565577571967157e-05 8.2342419627934646e-05 -0.00043399816649484059 -1.2730622748594612e-05 0.00016607989330519177 -0.00026219770759280936
leaf_weight=60 48 53 48 48 179 2032 50 87 153 79 73 53 55 135 63 213 46 85 72 68 51
leaf_count=60 48 53 48 48 179 2032 50 87 153 79 73 53 55 135 63 213 46 85 72 68 51
internal_value=0 -7.21846e-06 -0.000189215 1.91443e-05 1.35734e-05 4.05192e-05 2.8384e-05 3.64732e-05 -3.06878e-05 1.30871e-05 8.31083e-05 0.000167035 -5.57306e-05 1.06103e-05 -0.000191398 8.14596e-05 0.000298122 -0.000134279 -0.00024602 -5.99388e-05 -0.00042273
internal_weight=0 3652 466 3186 3138 2268 2169 2119 418 358 279 206 870 466 118 348 99 404 157 247 99
internal_count=3751 3652 466 3186 3138 2268 2169 2119 418 358 279 206 870 466 118 348 99 404 157 247 99
is_linear=0
shrinkage=0.0995203


Tree=9480
num_leaves=28
num_cat=0
split_feature=1 1 5 1 8 2 27 2 1 2 3 3 9 18 9 4 1 21 9 8 18 18 18 4 9 18 5
split_gain=0.0027281 0.00386578 0.0138429 0.00373623 0.0117067 0.00123992 0.000815576 0.000800547 0.000763335 0.000757488 0.000652848 0.00155195 0.0013017 0.000578352 0.000570255 0.000512232 0.000564745 0.00050956 0.000486348 0.000430068 0.000397847 0.000856399 0.000720505 0.000480304 0.000443516 0.000296814 0.000393754
threshold=-0.085014999999999993 -0.080349999999999991 -0.091229999999999992 -0.088694999999999982 -0.081534999999999982 -0.082704999999999987 0.11266000000000002 -0.082025000000000001 -0.079250000000000001 -0.083974999999999994 0.086895000000000014 0.084145000000000011 0.08486500000000001 -0.011569999999999999 0.084485000000000018 0.14727500000000002 -0.077429999999999985 0.10886500000000003 0.083925000000000013 -0.069444999999999993 -0.093649999999999997 -0.057764999999999997 -0.13579499999999997 0.10373000000000003 0.09518500000000002 -0.0060599999999999994 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 2 2 2
left_child=3 2 -2 10 14 9 8 -7 -3 -4 11 25 -13 17 -5 16 -15 18 -10 -19 22 -22 -12 24 -23 26 -1
right_child=1 6 5 4 -6 7 -8 -9 13 -11 20 12 -14 15 -16 -17 -18 19 -20 -21 21 23 -24 -25 -26 -27 -28
leaf_value=0.00036897530960382311 0.0019885591586624404 -0.00031622182518083468 9.5681716284464299e-05 0.00019375024132232033 -0.0018764374242443078 -0.0004389255152891152 -0.0003024599698826006 7.0864405167162141e-05 -2.2947754260253738e-06 0.0006374373110520586 -8.6581014255668982e-05 -0.00070289652177708297 -5.7055043154282572e-05 0.00023727446318397836 -0.00023898773431446678 0.00030920626370284447 -2.841191662225751e-05 0.00012231147025246937 0.0001814274857477223 -0.00016632538502754459 -0.0003268095017180837 5.4428186514298223e-05 0.0003852368594837632 0.00027132206269247865 -0.00029661454718348353 -0.00012062602028741539 -2.5777886896594665e-05
leaf_weight=47 46 61 61 56 48 46 75 85 178 50 53 71 60 84 64 51 1315 89 577 116 74 152 73 74 46 56 46
leaf_count=47 46 61 61 56 48 46 75 85 178 50 53 71 60 84 64 51 1315 89 577 116 74 152 73 74 46 56 46
internal_value=0 5.93034e-05 0.000405043 -0.000137872 -0.000562585 0.000100661 1.98723e-05 -0.000101897 2.9987e-05 0.000347091 -4.19003e-05 -0.000162733 -0.00041334 3.90897e-05 -3.02215e-05 -1.64268e-08 -1.18742e-05 9.90089e-05 0.000137029 -3.70215e-05 2.80458e-05 -2.5025e-05 0.000180277 5.40686e-05 -2.29928e-05 5.21057e-05 0.000164919
internal_weight=0 2834 288 920 168 242 2546 131 2471 111 752 280 131 2410 120 1450 1399 960 755 205 472 346 126 272 198 149 93
internal_count=3754 2834 288 920 168 242 2546 131 2471 111 752 280 131 2410 120 1450 1399 960 755 205 472 346 126 272 198 149 93
is_linear=0
shrinkage=0.0995203


Tree=9481
num_leaves=25
num_cat=0
split_feature=6 6 28 11 0 0 5 18 18 6 0 8 9 0 26 26 4 0 5 8 8 2 9 9
split_gain=0.00144702 0.0101172 0.00158753 0.00114168 0.00114678 0.0101954 0.014072 0.00115397 0.00218645 0.00157153 0.000705646 0.00290801 0.000825444 0.000678397 0.000525036 0.000366088 0.000800689 0.00087576 0.000513038 0.00108284 0.00274162 0.000887521 0.000740717 0.00132762
threshold=0.091495000000000007 0.092980000000000021 0.080855000000000024 -0.37931999999999999 -0.084369999999999987 -0.083390000000000006 -0.017704999999999995 0.090795000000000028 0.087065000000000017 0.004915000000000001 -0.085605000000000001 -0.085289999999999991 0.084595000000000017 -0.086109999999999992 0.086130000000000026 0.086130000000000026 0.09939000000000002 -0.088784999999999989 -0.039649999999999998 -0.083294999999999994 -0.080055000000000001 -0.073884999999999992 0.093825000000000033 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 2
left_child=2 -2 3 -1 10 6 -6 8 -7 -9 13 -12 -13 14 -5 16 17 -3 22 -20 -21 -22 -17 -24
right_child=1 15 -4 4 5 7 -8 9 -10 -11 11 12 -14 -15 -16 18 -18 -19 19 20 21 -23 23 -25
leaf_value=-0.00039878874274538426 -0.0011946354233682344 0 -0.0003985669573413396 5.2664464184511408e-05 0.0023754110394146456 5.5993047054309577e-05 2.0793291347253871e-05 -6.1726954130082624e-06 0.00072007955641171129 -0.00068346144965376421 -0.00078001296387445579 0.00042547513271302544 -0.00015661417479996846 0.00031818970247821766 -8.0517219901686909e-05 -0.00036490361605551354 0.00017755511199753405 -0.00055540831700617236 -0.00021692372308841751 0.00093315759665113334 -0.00016093643679779187 0.00028723232392093283 0.0004079535118954341 -0.00019128555164660158
leaf_weight=54 77 61 79 876 46 1002 57 139 52 46 55 47 47 74 439 58 59 55 62 46 85 88 62 88
leaf_count=54 77 61 79 876 46 1002 57 139 52 46 55 47 47 74 439 58 59 55 62 46 85 88 62 88
internal_value=0 -0.000114678 4.04696e-05 5.257e-05 6.13172e-05 0.000128558 0.00108032 4.87759e-05 8.9533e-05 -0.000179005 2.11324e-06 -0.000203116 0.000125722 2.47178e-05 7.58052e-06 9.32507e-06 -0.00011269 -0.000267371 5.4665e-05 0.000143253 0.00024896 6.23019e-05 -6.1079e-05 5.09425e-05
internal_weight=0 741 3013 2934 2880 1342 103 1239 1054 185 1538 149 94 1389 1315 664 175 116 489 281 219 173 208 150
internal_count=3754 741 3013 2934 2880 1342 103 1239 1054 185 1538 149 94 1389 1315 664 175 116 489 281 219 173 208 150
is_linear=0
shrinkage=0.0995203


Tree=9482
num_leaves=26
num_cat=0
split_feature=1 1 1 5 8 8 0 8 6 11 11 2 2 1 0 0 9 17 1 1 4 18 4 18 18
split_gain=0.00235297 0.0138871 0.00181622 0.0125229 0.0013239 0.00163978 0.000970082 0.00118367 0.000808351 0.000669339 0.00057049 0.000585028 0.000959183 0.000712355 0.000569633 0.000894721 0.00158389 0.000559133 0.000444714 0.00043808 0.000382654 0.000932435 0.00160855 0.000674796 9.32094e-05
threshold=-0.088495000000000004 -0.089819999999999997 -0.080349999999999991 -0.091229999999999992 -0.090440000000000006 -0.086404999999999996 -0.082224999999999993 -0.083504999999999982 0.09278500000000002 -0.37931999999999999 -0.100185 -0.083769999999999997 -0.084804999999999992 -0.079250000000000001 -0.080434999999999993 -0.085474999999999982 0.08486500000000001 -0.467555 -0.55579999999999996 -0.077429999999999985 0.10343500000000001 -0.13579499999999997 0.086545000000000025 -0.057764999999999997 -0.0060599999999999994
decision_type=2 2 2 2 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 3 -2 -5 -6 7 -7 -8 -4 -11 12 17 -13 15 24 -17 -12 -16 -15 21 -20 -23 -22 -1
right_child=2 -3 9 4 5 6 8 -9 -10 10 11 13 -14 19 18 16 -18 -19 20 -21 23 22 -24 -25 -26
leaf_value=0.00010084672564120201 0.0017896385695965662 -0.0018237667139220023 -0.00035520080287594483 -0.00033012697905001589 0.00057513753997333176 9.5248699828836246e-05 0.00043080195221102343 -0.00050349025614335045 -6.0079210522149421e-05 0.00037119079417421709 0.00035175675675268021 -0.00035964195389923516 0.00049424382198281233 0.00021355639193680734 -0.00024596305434651912 -0.00080358773565452745 -2.180863683927433e-05 2.0675658175553692e-05 -0.0002745458282638039 -1.0420300679135106e-05 -0.00037405399988138841 4.4274301501063404e-05 0.00061902256031470381 9.0319099166711478e-05 -7.2420423714743563e-05
leaf_weight=63 46 46 47 72 68 71 75 58 55 46 58 56 57 91 54 48 60 452 49 1739 50 193 66 77 57
leaf_count=63 46 46 47 72 68 71 75 58 55 46 58 56 57 91 54 48 60 452 49 1739 50 193 66 77 57
internal_value=0 -0.000147141 4.85922e-05 0.000234224 5.28511e-05 0.00013968 2.21907e-05 -0.000167606 0.000216824 1.58252e-05 2.31309e-05 1.62701e-05 0.000105038 -9.98262e-06 -3.8433e-05 -0.000168746 -0.000376846 5.99332e-05 2.06522e-05 2.70007e-07 5.56312e-05 0.000116713 0.000193896 -8.60592e-05 1.1723e-05
internal_weight=0 763 2991 445 399 327 259 129 130 2546 2499 2453 567 1886 717 228 108 510 489 1830 435 308 259 127 120
internal_count=3754 763 2991 445 399 327 259 129 130 2546 2499 2453 567 1886 717 228 108 510 489 1830 435 308 259 127 120
is_linear=0
shrinkage=0.0995203


Tree=9483
num_leaves=29
num_cat=0
split_feature=17 17 3 3 26 1 5 5 1 2 1 17 17 0 6 8 18 1 18 3 20 1 20 26 3 3 3 0
split_gain=0.00199771 0.0113654 0.00163273 0.017885 0.000739113 0.000826481 0.000657475 0.00122366 0.00105734 0.00342589 0.00137322 0.00059855 0.00042249 0.000801562 0.000976735 0.00146552 0.000550183 0.000368772 0.000901383 0.0007624 0.000656978 0.000572005 0.001063 0.000604097 0.000338627 0.0014703 0.000285391 6.17893e-05
threshold=-0.11741999999999998 -0.14488499999999999 0.084955000000000017 0.084735000000000019 -0.23202999999999999 0.51334500000000016 -0.011514999999999999 -0.0091849999999999987 -0.083284999999999984 -0.082275000000000001 -0.081224999999999992 -0.05543 0.056905000000000011 -0.084665000000000004 0.087075000000000027 -0.085289999999999991 -0.0086449999999999982 -0.049499999999999995 0.15374500000000005 0.11125500000000002 -0.096095 0.070450000000000026 -0.0071449999999999994 0.086255000000000012 0.084895000000000012 0.088685000000000028 -0.086889999999999995 -0.092134999999999995
decision_type=2 2 2 2 2 2 2 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 12 -4 6 8 -8 9 -6 -10 -9 13 14 15 -2 -15 18 19 24 -19 22 23 -22 -1 -26 -18 -14
right_child=2 -3 4 -5 5 -7 7 11 10 -11 -12 -13 27 16 -16 -17 26 20 -20 -21 21 -23 -24 -25 25 -27 -28 -29
leaf_value=9.2085616468570239e-05 -0.0002415054518299154 -0.001312220148214658 -0.00031712309531434148 0.0020818429101105529 0.0001526109348037169 0.00037018048292659683 0.00058713864735807563 -5.9584374100653014e-05 0.00053553077903788291 -0.00093472270350826469 -1.7028415339310616e-05 0.00013962001490347369 0.00030617402178022746 0.00042461152798179785 -0.00050323156229896621 0.00036697137975041547 0.00018976599125850033 0.00039983144126465737 -0.0004672247805548983 0.00034611520740798855 -0.00022461225983391018 -0.000288221869412711 0.00041979178748092523 8.92755120790779e-05 -0.00056361965433142413 5.2855832367316921e-06 -0.00015406364680684763 0.00010484782685299107
leaf_weight=75 109 73 65 46 65 66 47 249 46 50 1408 359 46 50 56 61 47 47 53 47 100 56 64 151 61 161 48 48
leaf_count=75 109 73 65 46 65 66 47 249 46 50 1408 359 46 50 56 61 47 47 53 47 100 56 64 151 61 161 48 48
internal_value=0 -0.000122451 4.83307e-05 0.000209694 1.29696e-05 2.26966e-05 1.20165e-05 9.6004e-05 -2.25235e-05 -0.000313025 0 5.66915e-05 2.27313e-05 -2.30368e-05 -0.000142123 -1.83542e-05 0.000156928 -1.48777e-05 -8.43367e-05 -2.29654e-05 4.91333e-05 2.49865e-06 5.67811e-05 -3.25179e-05 -8.41285e-05 -0.000147348 7.42444e-06 0.000212078
internal_weight=0 888 2866 511 2355 2290 2224 655 1569 115 1454 608 465 371 226 170 145 815 397 344 418 371 315 251 297 222 95 94
internal_count=3754 888 2866 511 2355 2290 2224 655 1569 115 1454 608 465 371 226 170 145 815 397 344 418 371 315 251 297 222 95 94
is_linear=0
shrinkage=0.0995203


Tree=9484
num_leaves=17
num_cat=0
split_feature=22 11 28 3 3 5 5 5 9 26 26 0 26 26 17 0
split_gain=0.0230286 0.00249384 0.00119028 0.000964113 0.00596962 0.0207279 0.000792234 0.00123914 0.000639791 0.000913035 0.000986438 0.000847855 0.000786509 0.000631988 0.000613624 0.000494616
threshold=0.13292500000000004 -0.37931999999999999 0.080855000000000024 0.089005000000000015 0.087825000000000028 -0.085034999999999986 -0.084089999999999984 -0.14118999999999998 0.11201500000000002 0.11991000000000003 0.12508000000000005 -0.057604999999999996 0.11659500000000002 0.089485000000000023 0.51362000000000008 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -3 9 14 -11 12 -10 -7 -5 -8
right_child=-2 2 -4 8 5 13 15 -9 11 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.00057783003360869416 -0.0021845738366044827 7.4010441917634638e-05 -0.00034485165006548372 -7.5409196225883316e-06 0.0024390482878767473 0.00024205861875576298 -8.9803705381552333e-06 -0.0002942679976508568 -0.00021567967187918069 -0.00064061175170179567 -1.7908225241422904e-05 0.00044167855214374217 0.00023890728958396524 -0.00012201000844800437 0.00023384876875431153 0.00014486654156116603
leaf_weight=65 47 182 76 1674 47 148 373 175 69 46 62 75 82 66 111 440
leaf_count=65 47 182 76 1674 47 148 373 175 69 46 62 75 82 66 111 440
internal_value=0 3.2278e-05 4.34406e-05 5.1984e-05 0.000115145 0.000545622 1.84154e-05 -0.000104225 8.94403e-06 -9.5422e-06 -0.000290714 0.000167409 2.57608e-05 0.00012595 7.01126e-06 7.32755e-05
internal_weight=0 3691 3626 3550 1431 261 1170 357 2119 1893 108 226 151 214 1785 813
internal_count=3738 3691 3626 3550 1431 261 1170 357 2119 1893 108 226 151 214 1785 813
is_linear=0
shrinkage=0.0995203


Tree=9485
num_leaves=17
num_cat=0
split_feature=27 26 26 9 6 18 18 1 26 8 9 18 26 8 10 8
split_gain=0.0285373 0.000967014 0.0114311 0.00149691 0.000493427 0.000530023 0.00159176 0.000539526 0.000477173 0.00151046 0.000903786 0.00135065 0.000870989 0.000477944 0.000392874 0.000526224
threshold=0.11470500000000003 0.082850000000000021 0.07987000000000001 -0.054184999999999997 0.18621500000000005 -0.093649999999999997 -0.10303999999999999 -0.50388999999999995 0.12086000000000002 -0.049499999999999995 0.11296000000000002 0.10361000000000002 0.11699500000000003 -0.064619999999999997 0.090150000000000022 0.0044850000000000011
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 6 7 -1 9 12 -10 -12 13 -5 15 -7
right_child=-2 3 -4 8 -6 14 -8 -9 10 -11 11 -13 -14 -15 -16 -17
leaf_value=0.00035165171907434778 -0.0020631330725225032 -0.00046048440243181497 0.0015249576623806592 1.5310192509244291e-05 -0.0002557504279913288 7.5766519934383815e-06 0.00068008447948395955 -6.4836108511980352e-06 0.00039794462960715115 -0.00043252862763901753 -0.00042298473344053145 0.00033352406993318861 0.00041125807384863539 -0.0002571771302389735 -0.00022571591787742975 0.00020108157434910854
leaf_weight=52 65 68 54 1777 50 826 52 189 88 77 47 46 54 66 57 170
leaf_count=52 65 68 54 1777 50 826 52 189 88 77 47 46 54 66 57 170
internal_value=0 4.04802e-05 0.00010371 -3.94794e-07 4.81474e-05 6.00445e-05 0.000178925 6.73937e-05 1.37433e-05 -2.31171e-08 0.000168403 -3.99952e-05 1.71009e-05 5.10791e-06 2.61884e-05 4.14265e-05
internal_weight=0 3673 1450 2223 1396 1346 293 241 2155 1974 181 93 1897 1843 1053 996
internal_count=3738 3673 1450 2223 1396 1346 293 241 2155 1974 181 93 1897 1843 1053 996
is_linear=0
shrinkage=0.0995203


Tree=9486
num_leaves=23
num_cat=0
split_feature=27 28 9 9 18 18 2 2 2 6 9 5 7 9 9 2 2 5 5 8 9 21
split_gain=0.0231405 0.000855817 0.000875351 0.0137075 0.000643723 0.000892908 0.00117969 0.00055019 0.000555289 0.000868248 0.00098397 0.000517695 0.000519021 0.000449685 0.000465163 0.000444899 0.000434902 0.000839864 0.000972196 0.000523199 0.0009571 0.000580675
threshold=0.11470500000000003 0.080855000000000024 0.081605000000000025 0.076440000000000022 -0.093649999999999997 -0.11533 0.097285000000000024 -0.083769999999999997 -0.082484999999999989 0.089610000000000009 0.087825000000000028 0.18340500000000004 0.062500000000000014 0.086115000000000011 0.084985000000000019 -0.081734999999999988 -0.086169999999999983 -0.021739999999999999 -0.011514999999999999 -0.086404999999999996 0.084535000000000013 -0.0092899999999999996
decision_type=2 2 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 6 -1 16 9 10 -9 12 -6 14 -10 -15 19 -18 -19 20 -4 -21
right_child=-2 -3 7 -5 11 -7 -8 8 13 -11 -12 -13 -14 15 -16 -17 17 18 -20 21 -22 -23
leaf_value=0.00038457897457822878 -0.0018578096074607338 -0.00034121612333764585 -0.00043313054804557067 0.0016651044132023434 4.206687138911342e-05 0.00058482362036221217 -0.00026466955058485547 -0.00026912675097767497 6.6283114498397189e-05 -0.00053029181709512811 0.00024989681091753955 -0.00028292411185627152 -0.00030328387823643144 0.00020660134912137712 -0.00029312998010191189 0 -0.0001483703238231296 0.00067355876654966857 0.00015142691667619716 0.00027301650695055023 5.934622913196506e-05 2.4754480008232571e-05
leaf_weight=55 65 58 63 54 627 46 55 87 51 52 61 62 46 113 98 1124 59 47 172 116 97 530
leaf_count=55 65 58 63 54 627 46 55 87 51 52 61 62 46 113 98 1124 59 47 172 116 97 530
internal_value=0 3.64738e-05 4.276e-05 0.000125181 3.09336e-05 0.000214724 5.25127e-05 1.32819e-05 -2.36847e-05 -0.000178728 -4.96736e-05 -6.96116e-06 1.72455e-05 -7.21383e-07 -0.000164615 1.83583e-05 6.81229e-05 0.000176075 0.000267221 2.98732e-05 -0.00012945 7.06013e-05
internal_weight=0 3673 3615 945 891 156 110 2670 1586 200 148 735 673 1386 149 1237 1084 278 219 806 160 646
internal_count=3738 3673 3615 945 891 156 110 2670 1586 200 148 735 673 1386 149 1237 1084 278 219 806 160 646
is_linear=0
shrinkage=0.0995203


Tree=9487
num_leaves=16
num_cat=0
split_feature=27 1 1 1 1 1 1 0 3 17 0 1 20 3 8
split_gain=0.0187644 0.000754892 0.00108297 0.0139045 0.00115196 0.000968357 0.000916178 0.000783652 0.00152333 0.000594865 0.000564368 0.000503207 0.000411375 0.000362094 0.0014649
threshold=0.11470500000000003 -0.52333999999999992 -0.073844999999999994 -0.076894999999999991 -0.083684999999999996 -0.085014999999999993 -0.071399999999999991 -0.073664999999999994 0.089655000000000026 0.50822500000000015 -0.016659999999999998 -0.50158499999999984 -0.24910499999999999 0.096595000000000028 -0.073999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 11 -4 8 -6 10 12 -3 -8 -11 -15
right_child=-2 2 6 -5 7 -7 9 -9 -10 13 -12 -13 -14 14 -16
leaf_value=-0.00025551848799208922 -0.0016729200943539724 0.00028065658183383096 -0.00043733710847159319 0.0014867873454505666 -0.0001629175222746238 0.00045202284612967447 -0.00029274692748383174 -0.00044347243420023245 0.00035530745645115261 7.0557569356295636e-06 0.00026857568191839616 3.7075028066016416e-05 -1.0558897238155683e-05 0.00070454389414501223 -4.7811751010367671e-05
leaf_weight=87 65 97 47 69 250 71 53 59 72 75 70 744 1880 48 51
leaf_count=87 65 97 47 69 250 71 53 59 72 75 70 744 1880 48 51
internal_value=0 3.2871e-05 4.0096e-05 0.000109996 3.58915e-05 9.70816e-05 -2.34351e-06 -0.000108431 -4.44988e-05 6.67169e-06 -8.2706e-06 6.61429e-05 -1.87196e-05 0.000183385 0.000308698
internal_weight=0 3673 3586 1362 1293 912 2224 381 322 2177 2003 841 1933 174 99
internal_count=3738 3673 3586 1362 1293 912 2224 381 322 2177 2003 841 1933 174 99
is_linear=0
shrinkage=0.0995203


Tree=9488
num_leaves=19
num_cat=0
split_feature=26 8 21 26 6 21 26 3 21 2 30 5 9 21 2 21 9 21
split_gain=0.00520113 0.00893552 0.00251313 0.0110407 0.00121349 0.000710342 0.000617234 0.00802864 0.00074493 0.000524775 0.000521825 0.000593669 0.000658764 0.000523816 0.00033763 0.000362269 0.000905509 0.000684792
threshold=-0.16205499999999998 0.0065600000000000007 -0.082669999999999993 0.088115000000000013 -0.01146 -0.091104999999999992 0.088475000000000012 0.084895000000000012 -0.055524999999999998 -0.046564999999999995 0.10801000000000002 -0.09583499999999999 0.086115000000000011 0.084095000000000017 -0.097424999999999998 0.098000000000000018 0.11408000000000003 0.10403500000000003
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 8 -8 -4 -3 11 12 -10 -13 -9 16 -16 -17
right_child=2 9 6 -5 5 -7 7 14 10 -11 -12 13 -14 -15 15 17 -18 -19
leaf_value=0.0017412059902298248 -0.00033249765698856317 -2.3872652976392938e-05 0.00032177349606461638 -0.0016850710121884571 -8.5112892646372164e-05 0.00037790034067729445 0.00099874923642340294 0.00019444098300236455 -0.00022352295977486934 0.00037966168141887721 0.00027802667471422997 -5.5477830862110833e-05 1.7637332532988461e-05 7.1891271041100554e-05 -6.8235451309134818e-06 0.00043019816053109153 -0.00035622245993024017 1.2989876364398133e-05
leaf_weight=46 67 82 61 47 52 79 86 87 305 49 52 829 168 519 852 49 81 213
leaf_count=46 67 82 61 47 52 79 86 87 305 49 52 829 168 519 852 49 81 213
internal_value=0 0.000546562 -6.03589e-06 -0.000313739 7.64474e-06 0.00018786 1.6547e-05 6.78409e-05 -1.93121e-05 0.000120819 -3.08576e-05 -4.01276e-05 -0.000136137 -5.83155e-06 4.75449e-06 -8.37029e-06 -3.80346e-05 9.4142e-05
internal_weight=0 177 3547 245 198 131 3302 1368 1934 131 1873 1821 473 1348 1282 1195 933 262
internal_count=3724 177 3547 245 198 131 3302 1368 1934 131 1873 1821 473 1348 1282 1195 933 262
is_linear=0
shrinkage=0.0995203


Tree=9489
num_leaves=19
num_cat=0
split_feature=28 27 1 1 8 8 1 8 6 26 26 2 3 3 3 8 9 3
split_gain=0.00519968 0.00132169 0.00109307 0.0116078 0.00110796 0.0102268 0.00071871 0.000575112 0.000788393 0.000480467 0.00124581 0.000709281 0.000350666 0.000866048 0.000465247 0.00126588 0.000405893 0.000360488
threshold=0.079615000000000019 0.11470500000000003 -0.081224999999999992 -0.082039999999999988 -0.081324999999999995 -0.082299999999999998 -0.077774999999999997 -0.080445000000000003 0.11816500000000002 0.084100000000000022 0.056820000000000016 -0.083104999999999998 0.08666500000000002 0.085910000000000028 0.089005000000000015 -0.079704999999999998 0.083715000000000026 0.089985000000000023
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 9 -6 -8 -9 10 -4 -11 13 16 15 -14 -1 -16
right_child=-2 -3 4 -5 6 -7 7 8 -10 11 -12 -13 14 -15 17 -17 -18 -19
leaf_value=-0.00014785610264962047 0.00081173667885107677 0.00052495408318046501 -2.0247204436372483e-06 0.001421878549969735 -0.00026567281327799242 -0.0013283783992195746 0.00034305842560081602 4.7920781922354768e-05 -0.00021920283754298686 0.0001751041550413156 -0.0003777338118696544 -5.3697913220018328e-05 -7.2425968074760358e-06 -0.00045880292451789005 -0.000265555171210399 0.0005916672226063751 5.8315220148847164e-05 2.8252646893073989e-05
leaf_weight=150 80 47 272 60 83 65 58 1094 121 187 132 471 95 50 46 53 251 409
leaf_count=150 80 47 272 60 83 65 58 1094 121 187 132 471 95 50 46 53 251 409
internal_value=0 4.12531e-07 -6.21378e-06 7.54244e-05 -4.31705e-05 -0.000116185 1.69098e-05 3.59774e-05 2.06446e-05 -4.12217e-05 -0.000126807 1.00823e-05 -4.47192e-07 -6.75864e-05 4.84104e-05 0.000201701 -1.67648e-05 0
internal_weight=0 3644 3597 1114 2483 1127 1356 1273 1215 1062 404 658 1054 451 603 148 401 455
internal_count=3724 3644 3597 1114 2483 1127 1356 1273 1215 1062 404 658 1054 451 603 148 401 455
is_linear=0
shrinkage=0.0995203


Tree=9490
num_leaves=12
num_cat=0
split_feature=19 28 27 6 0 0 26 2 2 2 4
split_gain=0.00872088 0.00431297 0.000992771 0.000546629 0.000651115 0.00439471 0.0123269 0.000590314 0.00081625 0.000700367 0.000531463
threshold=0.14071500000000006 0.080375000000000016 0.11470500000000003 -0.47511999999999999 -0.087184999999999999 -0.088784999999999989 0.088545000000000026 -0.095204999999999998 -0.086440000000000003 -0.10598499999999998 0.10495500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 -7 9 -9 -6 -5
right_child=-2 -3 -4 4 7 6 -8 8 -10 -11 -12
leaf_value=-0.00023265591325168433 -0.0013304037287655633 0.00078086714621273612 0.00047271039971851707 -3.2521368703781111e-05 2.3833280543116713e-06 5.4897703067537247e-06 0.0019379182226016852 -0.00021163640940086929 -1.0869358698729518e-05 0.00031331750353316343 0.00013840279448449976
leaf_weight=88 47 75 47 855 222 116 46 230 1660 110 228
leaf_count=88 47 75 47 855 222 116 46 230 1660 110 228
internal_value=0 3.36556e-05 1.78701e-05 1.16264e-05 1.8063e-05 7.5783e-05 0.000559258 -1.39095e-05 -3.57345e-05 0.000107869 2.70678e-06
internal_weight=0 3677 3602 3555 3467 1245 162 2222 1890 332 1083
internal_count=3724 3677 3602 3555 3467 1245 162 2222 1890 332 1083
is_linear=0
shrinkage=0.0995203


Tree=9491
num_leaves=17
num_cat=0
split_feature=19 26 0 0 18 18 18 9 26 1 1 26 6 6 0 27
split_gain=0.0070722 0.00375222 0.0110872 0.000603155 0.000556696 0.0132959 0.000749703 0.000742266 0.000567663 0.000550061 0.000801695 0.000819438 0.000599232 0.000381704 0.000387562 0.000307921
threshold=0.14071500000000006 -0.16205499999999998 -0.059114999999999994 -0.090699999999999989 0.088635000000000019 0.089775000000000021 0.027500000000000007 0.085145000000000012 0.080935000000000021 0.0099250000000000015 -0.049499999999999995 0.11991000000000003 -0.083069999999999991 -0.47511999999999999 -0.233955 0.10726000000000002
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 13 8 -8 10 11 -7 -12 -3 -15 -16
right_child=-2 4 -4 -5 5 9 7 -9 -10 -11 12 -13 -14 14 15 -17
leaf_value=0.00021915697570001942 -0.0011980017800769047 -0.00019995780823136347 0.0017501393552961219 -0.00022789279050764501 0.0016695762122769927 -1.3982254107495185e-05 -0.00015347430128957138 9.5433994933130148e-06 -0.00064370103272655226 -0.00027488204968999648 3.3287660831040024e-05 -0.0004151569902598565 0.00039097793701846508 0.00024482854536134446 -3.7495226552062707e-06 0.0002226482651496494
leaf_weight=54 47 90 49 66 49 383 58 82 47 77 134 59 76 67 2325 61
leaf_count=54 47 90 49 66 49 383 58 82 47 77 134 59 76 67 2325 61
internal_value=0 3.03505e-05 0.000488464 -1.98985e-05 8.04727e-06 8.24552e-05 -1.28578e-05 -0.000205203 -0.000380706 -2.31009e-05 5.37849e-06 -6.93849e-05 0.000166636 9.64451e-07 8.66997e-06 1.69543e-06
internal_weight=0 3677 169 120 3508 778 2730 187 105 729 652 442 210 2543 2453 2386
internal_count=3724 3677 169 120 3508 778 2730 187 105 729 652 442 210 2543 2453 2386
is_linear=0
shrinkage=0.0995203


Tree=9492
num_leaves=22
num_cat=0
split_feature=27 4 10 8 8 27 10 2 7 2 2 2 8 8 4 5 2 26 9 9 2
split_gain=0.00982356 0.0199889 0.0431219 0.0029635 0.0093158 0.0026388 0.000996703 0.000768074 0.000724274 0.000561136 0.000740884 0.00052628 0.000429603 0.000569029 0.000399012 0.000399279 0.000782799 0.000388406 0.000371615 0.000348969 0.000334468
threshold=1.0000000180025095e-35 0.083980000000000013 0.076235000000000011 -0.088734999999999994 -0.089779999999999985 0.11470500000000003 0.090150000000000022 0.42136500000000005 -0.009689999999999999 -0.096664999999999987 -0.104295 0.12185000000000003 -0.094139999999999988 -0.090440000000000006 0.12146000000000003 -0.084089999999999984 -0.080069999999999988 -0.025024999999999999 0.08846500000000003 0.095415000000000014 -0.01042
decision_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 12 8 14 -5 10 19 17 -3 -14 15 16 -1 -11 -17 -10 -15
right_child=1 5 -4 6 -6 -7 -8 -9 9 11 -12 -13 13 20 -16 18 -18 -19 -20 -21 -22
leaf_value=-0.00039517014164196126 0.0039407016025126583 -0.00022735654074578564 -0.00017501119675947537 -0.00035181723044811397 -0.0015817021552764041 0.00075908123059552368 -0.00043333485586300157 -0.00041933723741083111 -5.6140901482727044e-05 -0.00011297806052224756 0.00039724386224738599 0.00028272164605756773 0.00032540047198068419 6.0893847565403388e-05 0.00016466038505517322 7.3002697064753863e-05 -2.5660429956554587e-05 1.3124175513134894e-05 -0.00020040452776909752 0.00020498436252699485 -0.00024653069181606972
leaf_weight=110 46 80 55 52 47 49 50 77 123 276 87 66 53 87 57 153 128 1943 72 83 56
leaf_count=110 46 80 55 52 47 49 50 77 123 276 87 66 53 87 57 153 128 1943 72 83 56
internal_value=0 0.000468055 0.00169137 -3.9473e-05 -0.000231201 8.53685e-05 6.29354e-06 -0.000123509 1.49628e-05 2.26785e-05 0.000152453 5.67963e-06 -3.1274e-05 4.4583e-05 -7.81295e-05 -0.000109787 -0.000199882 -2.19155e-06 -1.08493e-05 4.50959e-05 -5.37716e-05
internal_weight=0 426 101 3324 644 325 2680 597 2630 2578 293 2285 276 196 520 463 238 2219 225 206 143
internal_count=3750 426 101 3324 644 325 2680 597 2630 2578 293 2285 276 196 520 463 238 2219 225 206 143
is_linear=0
shrinkage=0.0995203


Tree=9493
num_leaves=23
num_cat=0
split_feature=27 18 8 26 26 27 3 6 20 3 3 7 1 8 20 6 4 4 8 8 8 29
split_gain=0.00796754 0.057115 0.00244964 0.00308189 0.00861674 0.00216271 0.00112761 0.00112329 0.000693272 0.00060503 0.000587205 0.000561011 0.000490231 0.000749982 0.000531011 0.0004895 0.000616816 0.00045527 0.000275492 0.000272616 0.000540515 0.000300339
threshold=1.0000000180025095e-35 -0.089024999999999993 -0.08731499999999999 0.09112000000000002 0.094605000000000022 0.11510000000000002 0.15108000000000005 0.18621500000000005 -0.09638999999999999 0.090595000000000023 0.12212000000000002 -0.009689999999999999 -0.083899999999999988 -0.090440000000000006 -0.081374999999999989 -0.41910500000000001 0.10533000000000002 0.089610000000000009 -0.11061499999999999 -0.094139999999999988 -0.090440000000000006 -0.077709999999999987
decision_type=2 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 17 10 8 9 -4 12 -10 13 -1 -14 -13 -17 -3 -6 -19 -21 -22
right_child=1 5 7 4 18 -7 -8 -9 11 -11 -12 15 14 -15 -16 16 -18 19 -20 20 21 -23
leaf_value=-9.9527343471919049e-05 0.0037336005572909323 -0.00028969421885105984 0 -0.0017308154534266687 -0.00025620156514491032 0.00060345060376411754 -0.00053932836612316829 -0.0004699996021161617 -0.00032596100218702058 0.00039194640285445266 0.00025935061395466086 0.00031044245161576347 9.6413741048701271e-05 0.00038529195946745 -0.00019628114923818827 1.9523757950910256e-05 -0.00020865636754517747 -0.00018772896864329878 3.4863371261583286e-05 0.00033553205694684691 -0.00015583599720488743 0.00015189924902135306
leaf_weight=79 46 76 71 46 68 54 50 47 49 90 56 54 73 51 301 2112 124 64 53 49 91 46
leaf_count=79 46 76 71 46 68 54 50 47 49 90 56 54 73 51 301 2112 124 64 53 49 91 46
internal_value=0 0.000421474 -3.55937e-05 -0.000190334 -0.000570009 1.83781e-05 -8.50481e-05 1.12907e-05 2.06664e-05 0.000220581 -4.30255e-05 6.55577e-06 -7.82471e-05 8.43739e-05 -0.000136962 1.40282e-05 6.50365e-06 -7.60247e-05 -0.000121945 -7.79464e-06 4.97171e-05 -4.65334e-05
internal_weight=0 426 3324 777 167 380 610 2547 2500 161 560 2339 504 130 374 2290 2236 326 121 250 186 137
internal_count=3750 426 3324 777 167 380 610 2547 2500 161 560 2339 504 130 374 2290 2236 326 121 250 186 137
is_linear=0
shrinkage=0.0995203


Tree=9494
num_leaves=34
num_cat=0
split_feature=27 17 1 27 3 9 1 5 9 4 17 5 5 17 9 9 2 1 2 17 1 9 2 1 20 2 27 17 4 20 27 2 27
split_gain=0.00646061 0.0203955 0.0382217 0.00141273 0.00130478 0.00739978 0.00140549 0.000528739 0.000912426 0.00120671 0.00116521 0.000991446 0.000703329 0.000579228 0.00242916 0.00109769 0.00049646 0.00106333 0.0047076 0.00264887 0.00141692 0.000784547 0.000731192 0.000640003 0.00170703 0.000877944 0.000383334 0.000297364 0.000295359 0.000280567 0.000165317 0.000157094 4.0503e-05
threshold=1.0000000180025095e-35 -0.091869999999999993 -0.094454999999999997 0.11410500000000003 0.087925000000000017 0.088405000000000025 0.51136500000000018 -0.014739999999999998 0.085145000000000012 0.081905000000000019 0.11012500000000003 -0.084089999999999984 -0.011964999999999998 -0.011809999999999999 0.084380000000000024 0.084345000000000017 -0.081915000000000002 -0.083284999999999984 -0.082294999999999993 -0.060269999999999997 -0.06921999999999999 0.095950000000000021 -0.077849999999999989 -0.067015000000000005 -0.012970000000000001 -0.079954999999999984 -1.0000000180025095e-35 -0.00095 0.10495500000000003 -0.074014999999999984 0.096290000000000028 0.091030000000000014 0.085775000000000032
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 28 5 7 16 8 9 10 -1 27 -9 15 -15 -14 17 19 20 21 -19 -6 23 25 -25 -18 -24 -10 32 -28 -30 -11 -3
right_child=1 3 -4 -5 6 -7 -8 12 11 31 -12 -13 13 14 -16 -17 22 18 -20 -21 -22 -23 26 24 -26 -27 29 -29 30 -31 -32 -33 -34
leaf_value=-0.00022029097373274444 -0.00015839504116571616 -0.00011196460948811841 0.0037316720427579891 0.00049670141189531018 0.00020172505062125487 -0.0010086824827914751 -0.00049563038265918499 0.00036878241924215131 -0.00030794046811699616 0.00019321738943729519 -0.00078870425687468872 0.00036717049886183129 0.00025261692701757067 -0.00074873619388271322 0.00012532177498025991 -0.00011695187901784439 -4.1533091586305973e-05 -0.0004451064876901474 0.0011253350578151347 -0.00074801237240476311 0.0001374567786752428 -0.00024100407441660727 -0.00018919395835042242 -0.00017668396921057325 0.00048545718411752901 -0.00054288795917116018 0.0001399337270624027 1.2530193728225706e-05 8.8019293498947556e-05 1.6209812391115761e-05 -0.00010953475889593894 -5.6436297107388361e-05 -0.00027852139459539287
leaf_weight=151 54 47 46 48 147 86 53 53 48 47 50 65 152 49 85 164 74 46 47 47 377 53 73 167 50 72 241 60 89 821 79 46 63
leaf_count=151 54 47 46 48 147 86 53 53 48 47 50 65 152 49 85 164 74 46 47 47 377 53 73 167 50 72 241 60 89 821 79 46 63
internal_value=0 0.000379529 0.00162285 0 -3.20443e-05 -0.000123482 1.01688e-05 -4.41559e-05 -0.000120722 -0.000228002 -0.00036576 5.68598e-05 2.5303e-05 -1.33321e-05 -0.000188187 5.82248e-05 2.26411e-05 9.08539e-05 0.000179228 -7.39929e-05 7.21694e-05 8.03087e-05 -9.46171e-06 -0.000132819 -2.03443e-05 -0.000294384 2.92697e-05 -0.000122321 -8.79401e-05 4.50574e-05 -5.37847e-09 6.09304e-05 -0.000214798
internal_weight=0 426 100 326 3324 1056 2268 970 467 294 201 173 503 450 134 316 2215 717 470 247 423 200 1498 363 217 146 1135 108 278 1062 168 93 110
internal_count=3750 426 100 326 3324 1056 2268 970 467 294 201 173 503 450 134 316 2215 717 470 247 423 200 1498 363 217 146 1135 108 278 1062 168 93 110
is_linear=0
shrinkage=0.0995203


Tree=9495
num_leaves=23
num_cat=0
split_feature=2 1 5 10 11 2 1 18 2 2 18 17 21 5 2 27 6 5 26 26 5 17
split_gain=0.00671573 0.0263061 0.0423071 0.00155539 0.00128632 0.00113766 0.00111026 0.00122556 0.00290691 0.0103241 0.000715733 0.000564739 0.000620882 0.000660252 0.000653929 0.000421078 0.000351506 0.000894843 0.00060768 0.000184015 0.000125165 0.000110513
threshold=-0.097424999999999998 0.05309500000000001 -0.46617999999999998 0.089090000000000016 -0.37506 -0.10165999999999999 0.62256000000000011 0.022040000000000008 -0.080874999999999989 -0.081559999999999994 0.098840000000000025 -0.55286000000000002 0.10886500000000003 0.40898000000000007 -0.081344999999999987 0.073825000000000016 0.099330000000000016 -0.06515 0.12086000000000002 0.085300000000000029 0.26676500000000009 -0.014289999999999999
decision_type=2 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 -2 15 7 11 9 10 -9 -6 13 -13 -14 20 18 -18 -10 -17 21 -1
right_child=4 2 -4 -5 6 -7 -8 8 16 -11 -12 12 14 -15 -16 19 17 -19 -20 -21 -22 -23
leaf_value=-0.00010815261936983258 0.00041636863259374049 -1.6209226851703624e-05 0.0039722695330950001 -0.00052456342656389046 0.00032328883544179737 0.00044065544819315547 -0.0005344223536443832 -0.00026413102280067148 -0.00010188886896301218 -0.0017392059143151713 0.0001099440547941246 1.6756040489927264e-06 -0.00047938157216113983 0.00037230538860124143 -7.2954082139169564e-05 -0.00034512019116952745 0.00046830107244017372 -8.0302428885257812e-05 0.00022252331828024932 -4.1108312196908869e-05 0.00015449489893430661 9.4002630834639529e-05
leaf_weight=57 60 59 47 53 52 62 46 126 463 48 81 1858 49 49 238 47 47 74 64 46 75 49
leaf_count=57 60 59 47 53 52 62 46 126 463 48 81 1858 49 49 238 47 47 74 64 46 75 49
internal_value=0 0.000354624 0.00174455 -2.20163e-05 -3.87682e-05 5.48183e-05 -4.75716e-05 -4.01998e-05 -0.00013812 -0.000422969 -0.000113799 -4.6672e-07 -8.51318e-06 1.16281e-05 -0.000145197 -2.95003e-05 -2.47633e-05 0.000126026 -6.09382e-05 -0.000203551 5.54064e-05 -6.98061e-06
internal_weight=0 495 106 389 3255 336 3195 3149 903 255 207 2246 2194 1907 287 274 648 121 527 93 181 106
internal_count=3750 495 106 389 3255 336 3195 3149 903 255 207 2246 2194 1907 287 274 648 121 527 93 181 106
is_linear=0
shrinkage=0.0995203


Tree=9496
num_leaves=33
num_cat=0
split_feature=17 18 4 18 18 2 2 10 3 4 2 20 5 2 1 2 5 3 2 2 1 18 3 1 2 2 6 21 18 3 2 18
split_gain=0.00260236 0.0163385 0.00190431 0.00130372 0.0117739 0.00075254 0.00103143 0.000723523 0.00105768 0.000783222 0.000690967 0.00118518 0.000658865 0.00100413 0.00192752 0.00340566 0.00146291 0.00122308 0.000617414 0.000659801 0.000477043 0.000955404 0.00046093 0.00045771 0.000450355 0.000593416 0.000477184 0.00043517 0.000339208 0.000304447 0.000466512 0.000138565
threshold=0.052150000000000009 -0.092084999999999986 0.13752500000000004 0.063210000000000016 0.085685000000000025 -0.10934999999999999 -0.097424999999999998 0.09056500000000002 0.11025500000000002 0.10172500000000002 -0.049174999999999996 -0.071149999999999991 -0.068984999999999991 -0.07360499999999999 -0.077634999999999996 -0.078454999999999983 0.054660000000000007 0.096510000000000026 -0.067815 -0.080555000000000002 -0.057259999999999998 0.093865000000000018 0.090435000000000029 -0.079250000000000001 -0.087444999999999995 -0.086934999999999998 -0.070010000000000003 0.094640000000000016 -0.090104999999999991 0.11721500000000003 -0.065999999999999989 -0.083775000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -5 7 -7 8 9 31 18 -12 20 14 -14 -16 17 -15 19 23 21 -3 -21 -6 26 -26 -8 -27 -28 30 -22 -1
right_child=1 2 -4 4 10 6 24 -9 -10 -11 11 -13 13 16 15 -17 -18 -19 -20 22 29 -23 -24 -25 25 27 28 -29 -30 -31 -32 -33
leaf_value=-0.00044910486793523538 0.0020198264167477957 0.00012168407883692212 0.00069462752378323007 0.0015279710403166798 2.6183794721781259e-05 0.00032437895607628981 8.2713012834275437e-05 0.00010336308113645055 -0.00068528256165035454 0.00017175071959071281 9.7725991055951095e-05 -0.00043010872813064601 -9.8429952384409525e-05 -0.00015751050071789258 6.589196686625291e-05 0.0010972376590562111 -0.00045941981162306593 0.00046137725242864294 0.00039337013344198319 -0.00033035666317387163 7.5111666194314645e-05 -0.0004598722303173404 1.4595517784823255e-05 0.00032786899606834313 0.00031980378384143286 3.0863564170903848e-06 -8.9362402736160558e-05 -0.00011302900273019716 -0.00041630855558355789 0.00026234960044087279 -0.00022520675664954154 -0.0001781650471752349
leaf_weight=46 46 46 49 54 185 83 47 57 51 48 77 88 75 59 74 58 54 65 49 72 169 65 73 72 50 1181 66 432 77 47 73 57
leaf_count=46 46 46 49 54 185 83 47 57 51 48 77 88 75 59 74 58 54 65 49 72 169 65 73 72 50 1181 66 432 77 47 73 57
internal_value=0 0.000193065 9.1327e-05 -2.33143e-06 0.000118876 -3.97018e-05 -1.79229e-05 -0.000199336 -0.000288803 -0.000149472 -3.31925e-06 -0.000178825 5.26258e-05 0.000145981 0.000295331 0.000525261 -2.31027e-05 0.000160305 5.90749e-05 1.6291e-05 -3.51819e-05 -0.000211492 -0.000151045 0.000113888 -3.36972e-05 -1.65701e-05 -0.000179296 -2.75046e-05 -0.000271135 2.97032e-05 -1.20975e-05 -0.000307115
internal_weight=0 880 834 2865 670 2195 1936 259 202 151 616 165 785 385 207 132 178 124 451 402 400 111 145 257 1853 1663 190 1613 143 289 242 103
internal_count=3745 880 834 2865 670 2195 1936 259 202 151 616 165 785 385 207 132 178 124 451 402 400 111 145 257 1853 1663 190 1613 143 289 242 103
is_linear=0
shrinkage=0.0995203


Tree=9497
num_leaves=19
num_cat=0
split_feature=28 17 17 18 27 17 5 17 1 5 5 2 1 8 5 4 3 4
split_gain=0.00322813 0.00233107 0.0165526 0.0146028 0.00274921 0.00122754 0.000648771 0.000517447 0.00316459 0.000559447 0.00107677 0.00066964 0.00125885 0.000650849 0.000581582 0.000450595 0.00210983 0.000612623
threshold=0.078440000000000024 -0.0082649999999999998 -0.0065549999999999992 -0.095799999999999982 0.10930500000000003 -0.0044799999999999987 -0.021739999999999999 -0.011809999999999999 -0.083284999999999984 -0.0087549999999999989 -0.010764999999999999 -0.086609999999999993 -0.080689999999999998 -0.079854999999999995 -0.0063549999999999995 0.10606500000000003 0.11165000000000001 0.095805000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -4 5 -5 -7 9 -9 10 11 13 -13 -1 -11 17 -17 -16
right_child=-2 2 3 4 -6 6 -8 8 -10 14 -12 12 -14 -15 15 16 -18 -19
leaf_value=-0.00040429049468566246 -0.00054551031000390875 0.0018691894999679456 0.0017085704687980492 -0.00047715910904406745 0.00078844661752093548 -9.5131810655937134e-06 0.00014595193884969307 -0.00083229181534064253 0.00019227387825312679 -0.00034676050835894288 0.0004775615019028126 0.00039690479047170416 -7.7633875796700234e-06 7.556407787381861e-05 -3.4988404048609889e-05 -0.00072876072432021043 0.0001090671877570723 0.00022695298586312835
leaf_weight=63 91 53 53 50 46 1224 337 50 72 62 58 97 337 46 885 48 75 98
leaf_count=63 91 53 53 50 46 1224 337 50 72 62 58 97 337 46 885 48 75 98
internal_value=0 5.39645e-05 0.000136354 8.21676e-05 2.96522e-05 7.47762e-06 2.35253e-05 -2.24154e-05 -0.00022092 -8.26266e-06 6.91976e-05 2.40709e-05 8.07947e-05 -0.000194273 -4.88211e-05 -3.1379e-05 -0.000211235 -8.04141e-06
internal_weight=0 3654 1763 1710 1657 1611 1561 1891 122 1769 601 543 434 109 1168 1106 123 983
internal_count=3745 3654 1763 1710 1657 1611 1561 1891 122 1769 601 543 434 109 1168 1106 123 983
is_linear=0
shrinkage=0.0995203


Tree=9498
num_leaves=18
num_cat=0
split_feature=28 17 17 18 8 17 26 17 1 5 5 17 9 1 3 5 5
split_gain=0.00261838 0.00189107 0.0134199 0.0118404 0.0016752 0.00100751 0.000629085 0.000416521 0.00256932 0.000453757 0.000872758 0.000520313 0.000502347 0.000870409 0.000591209 0.000323908 0.000400126
threshold=0.078440000000000024 -0.0082649999999999998 -0.0065549999999999992 -0.095799999999999982 0.16258000000000003 -0.0044799999999999987 0.096980000000000025 -0.011809999999999999 -0.083284999999999984 -0.0087549999999999989 -0.010764999999999999 -0.033249999999999995 0.084835000000000022 -0.080689999999999998 0.083875000000000019 0.63455500000000009 0.5252300000000002
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 -5 -7 9 -9 10 12 15 14 -14 -1 16 -11
right_child=-2 2 3 4 -6 6 -8 8 -10 11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.00018453115436173887 -0.00049122105593769937 0.0016831673810496295 0.001538533248538665 -0.00042967200430740445 0.00061910657330316863 5.7442152237625673e-05 -9.546161203574763e-05 -0.00074946184356751086 0.0001731386950137994 -2.7895198599549813e-05 0.00043003447864369693 -0.00028666037957773198 0.00036917075066157694 0 -0.0001670869740250824 -0.00025437366571996923 0.00022845902463726478
leaf_weight=61 91 53 53 50 46 1223 338 50 72 964 58 82 90 200 192 58 64
leaf_count=61 91 53 53 50 46 1223 338 50 72 964 58 82 90 200 192 58 64
internal_value=0 4.86162e-05 0.00012283 7.39903e-05 2.6652e-05 9.2271e-06 2.38098e-05 -2.01415e-05 -0.000198266 -7.3943e-06 6.2311e-05 -4.39624e-05 2.15254e-05 0.000112112 -7.90738e-05 -2.48833e-05 -1.11391e-05
internal_weight=0 3654 1763 1710 1657 1611 1561 1891 122 1769 601 1168 543 290 253 1086 1028
internal_count=3745 3654 1763 1710 1657 1611 1561 1891 122 1769 601 1168 543 290 253 1086 1028
is_linear=0
shrinkage=0.0995203


Tree=9499
num_leaves=18
num_cat=0
split_feature=28 27 1 1 26 18 18 5 19 17 5 26 26 17 2 20 1
split_gain=0.00212933 0.0016347 0.00144127 0.0101566 0.0083036 0.00363001 0.0202714 0.00066039 0.000610942 0.000538128 0.000481533 0.000409144 0.000972479 0.000907269 0.000620544 0.000530037 0.000286404
threshold=0.077350000000000016 0.11410500000000003 -0.068094999999999989 -0.075804999999999997 0.09474500000000001 -0.093649999999999997 -0.097059999999999994 0.19791500000000004 0.13857500000000003 -0.55754499999999996 -0.093875 0.089795000000000028 0.088325000000000028 0.41106500000000007 -0.065999999999999989 0.10252000000000001 0.056790000000000014
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 6 7 -1 11 -7 -11 12 15 14 -13 -4 -2
right_child=16 -3 8 4 -6 9 -8 -9 -10 10 -12 13 -14 -15 -16 -17 -18
leaf_value=-0.00031496394909286948 -0.00023700907168434208 0.00062826332545504995 0 0.0019352221928943675 0.00026399270703864899 -0.00034881680411271072 0.0022390266438028 6.9132356293956484e-05 0.00033249856855215195 -0.00025159478234278794 -2.8382361459506284e-06 2.8074858873971264e-05 0.00035035184710775004 -0.00042497252230186536 -0.00021631831046714731 -0.00023474654490759773 -0.00062315822754326804
leaf_weight=70 49 47 1311 52 71 53 47 115 48 84 1028 324 75 74 148 103 46
leaf_count=70 49 47 1311 52 71 53 47 115 48 84 1028 324 75 74 148 103 46
internal_value=0 4.40603e-05 3.62123e-05 0.00010997 0.000977185 3.30295e-05 0.000392832 -7.17764e-05 -1.7217e-05 -3.79195e-05 -2.23654e-05 -2.58681e-05 6.08886e-07 -9.9573e-05 -4.68225e-05 -1.73629e-05 -0.000432604
internal_weight=0 3650 3603 1520 123 1397 232 185 2083 1165 1112 2035 1489 546 472 1414 95
internal_count=3745 3650 3603 1520 123 1397 232 185 2083 1165 1112 2035 1489 546 472 1414 95
is_linear=0
shrinkage=0.0995203


Tree=9500
num_leaves=18
num_cat=0
split_feature=28 3 6 6 7 5 3 6 20 3 5 26 26 1 21 6 26
split_gain=0.0015188 0.00115716 0.00279945 0.00951765 0.000889759 0.000728722 0.000852087 0.000881364 0.000547418 0.000452081 0.000392106 0.000529148 0.000407198 0.000360281 0.000477876 0.000352428 0.00030415
threshold=0.080375000000000016 0.090050000000000033 0.092120000000000021 0.094810000000000019 -1.0000000180025095e-35 0.2686150000000001 0.089395000000000016 0.090600000000000028 0.25779000000000007 0.08895500000000002 -0.033039999999999993 -0.091484999999999997 -0.0098899999999999995 0.070450000000000026 0.11729000000000002 0.10384500000000003 -0.22971
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 6 7 9 10 -1 11 16 -13 14 -12 -5 -6
right_child=-2 4 3 15 8 -7 -8 -9 -10 -11 13 12 -14 -15 -16 -17 -18
leaf_value=-7.5424214010871458e-05 -0.00047484017928460347 0.00036999120441872209 -0.0016763419666765713 0.0002455877464354361 0 0.00032277836405839564 -0.00037016069188792859 0.00033573779484022848 -0.00031525937383950517 0.00022644594831011024 -4.4807572661430225e-05 0.00026277913101764621 5.7484672685379019e-05 -0.00029237419323132675 0.00014984167793949339 -0.00012876222453786626 -0.00033997689278500583
leaf_weight=1202 78 69 47 46 48 49 86 57 51 50 805 114 752 49 147 52 47
leaf_count=1202 78 69 47 46 48 49 86 57 51 50 805 114 752 49 147 52 47
internal_value=0 -3.0096e-05 -9.41387e-05 -0.000511633 1.83888e-05 -5.16489e-05 -6.53876e-05 -4.47389e-05 5.93015e-06 -6.27148e-05 1.46964e-05 6.03773e-05 8.54549e-05 -2.83414e-05 -1.38915e-05 3.85998e-05 -0.000159607
internal_weight=0 3671 1589 145 2082 1444 1395 1309 2013 1252 1962 961 866 1001 952 98 95
internal_count=3749 3671 1589 145 2082 1444 1395 1309 2013 1252 1962 961 866 1001 952 98 95
is_linear=0
shrinkage=0.0995203


Tree=9501
num_leaves=20
num_cat=0
split_feature=18 6 8 27 25 20 8 1 18 26 26 26 26 27 2 20 20 20 20
split_gain=0.00188824 0.0038427 0.0111779 0.00147913 0.00132574 0.00120989 0.000863898 0.00160212 0.000614728 0.000713639 0.000619467 0.000539368 0.000531307 0.000309016 0.000612051 0.000435435 0.000409703 0.000881508 0.000806019
threshold=-0.082304999999999989 0.092705000000000023 -0.079585000000000003 1.0000000180025095e-35 0.096120000000000025 0.25779000000000007 -0.085764999999999994 -0.012865 -0.087529999999999983 0.093245000000000022 0.089365000000000014 0.097125000000000031 0.084355000000000027 0.096290000000000028 -0.037414999999999997 -0.24910499999999999 -0.06470999999999999 -0.054159999999999993 -0.072005
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 13 7 -1 9 10 -8 -11 -4 15 -15 -2 18 -18 -17
right_child=4 2 12 -5 -6 -7 8 -9 -10 11 -12 -13 -14 14 -16 16 17 -19 -20
leaf_value=7.5439895762825467e-05 0.00030474770450950576 -0.0019102954897622991 -0.00027776073208784065 -0.00060237900827902395 0.00048122817223174844 -0.00050977872824626116 -3.9403013024198733e-05 -0.00068263342597783903 0.00026758750575449223 0.00042532720298014758 -0.00040610526250770056 -2.0378190406108635e-05 0.00017961695891772017 8.0465969066934007e-05 -0.00031020745079569494 -2.6149695471742346e-05 0.00045364296034545759 2.0089767849539106e-05 -0.00044066955943023546
leaf_weight=53 50 46 47 49 57 46 447 54 78 54 52 47 53 69 86 603 48 1759 51
leaf_count=53 50 46 47 49 57 46 447 54 78 54 52 47 53 69 86 603 48 1759 51
internal_value=0 -0.000154363 -0.000626087 -7.0801e-05 6.12576e-06 -3.55795e-06 -3.65768e-05 -0.000299489 3.70775e-06 -2.92323e-05 -7.9257e-05 0.000209815 -2.71643e-05 4.86949e-06 -0.000131013 1.35833e-05 7.33512e-06 3.20594e-05 -5.97264e-05
internal_weight=0 980 146 834 2769 2712 785 107 678 600 499 101 100 2666 155 2511 2461 1807 654
internal_count=3749 980 146 834 2769 2712 785 107 678 600 499 101 100 2666 155 2511 2461 1807 654
is_linear=0
shrinkage=0.0995203


Tree=9502
num_leaves=18
num_cat=0
split_feature=19 18 8 26 3 26 28 26 25 20 3 18 2 19 22 1 9
split_gain=0.00157944 0.00150863 0.00306291 0.0144362 0.00110948 0.00101414 0.000815282 0.000702846 0.000680835 0.00119465 0.000640534 0.000520107 0.000386447 0.00035178 0.000347298 0.00034035 0.000284014
threshold=0.14071500000000006 -0.082304999999999989 -0.080569999999999989 0.088545000000000026 0.12274500000000002 0.083760000000000015 0.080375000000000016 0.09474500000000001 0.096120000000000025 0.14849500000000004 0.086605000000000029 -0.087989999999999985 -0.095204999999999998 0.13003500000000004 0.096195000000000017 -0.0086750000000000004 0.084645000000000012
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 7 -1 8 11 9 13 16 12 -4 14 -3 -12 -7
right_child=-2 6 4 -5 -6 10 -8 -9 -10 -11 15 -13 -14 -15 -16 -17 -18
leaf_value=-0.00041732902878299609 0.00053394913746336744 9.0575340267690183e-06 0.00010435768530840904 -0.0019652173813522558 -0.00037352088827203873 -2.4444258691241343e-05 -0.00036769971722805736 0.00035206828882461817 0.00036640415875811497 -0.0004063534435146055 0 0.00031590980569586101 -0.00010039013246974968 -0.00023101299684842906 0.00021689876782586648 0.00034195626276018755 -0.00039085906957852655
leaf_weight=85 48 2412 129 49 73 48 59 63 51 70 86 46 296 58 83 47 46
leaf_count=85 48 2412 129 49 73 48 59 63 51 70 86 46 296 58 83 47 46
internal_value=0 -3.96484e-05 -0.000146423 -0.000376032 -8.51885e-06 -0.000123824 -1.53062e-06 3.98455e-05 6.24251e-06 -4.48158e-07 -1.03148e-05 -1.78809e-07 -3.6317e-05 1.03606e-05 1.62998e-05 0.000126402 -0.000212463
internal_weight=0 3701 968 361 607 312 2733 534 2674 2623 227 471 425 2553 2495 133 94
internal_count=3749 3701 968 361 607 312 2733 534 2674 2623 227 471 425 2553 2495 133 94
is_linear=0
shrinkage=0.0995203


Tree=9503
num_leaves=18
num_cat=0
split_feature=18 18 6 27 3 25 20 6 6 6 2 9 10 10 9 9 9
split_gain=0.00124819 0.00331744 0.00953653 0.00125492 0.0012165 0.000898723 0.000826325 0.000711177 0.000402306 0.000656793 0.000442392 0.00050105 0.000325629 0.000827049 0.000265539 0.00162361 0.00153025
threshold=-0.082304999999999989 -0.089234999999999995 0.088845000000000021 1.0000000180025095e-35 0.088285000000000016 0.10222500000000002 0.25779000000000007 -0.011039999999999999 0.10384500000000003 0.090085000000000012 0.10003000000000002 0.08895500000000002 0.090150000000000022 0.085875000000000021 0.08938500000000002 0.08888500000000002 0.092465000000000033
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 7 6 12 -3 9 10 11 -1 13 14 15 -2 -16
right_child=5 2 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 16 -17 -18
leaf_value=-0.0001274173204870099 -1.5505231802611651e-06 -0.00063373160939089615 -0.0017244054646412866 -0.00051314106718301615 0.00017861100046094513 0.00042752498722291586 -0.00042072304164520054 -7.8498605382510688e-05 -0.00023619230471554192 0.00032348366043728955 0.00026228745727074876 6.5867206186863073e-05 -0.00022603712725860809 0.00041948833814987115 0.00024716190544952084 -0.00051756819000149884 -3.2797802880967234e-05
leaf_weight=270 1542 47 47 49 74 49 46 52 61 68 56 256 59 48 266 63 696
leaf_count=270 1542 47 47 49 74 49 46 52 61 68 56 256 59 48 266 63 696
internal_value=0 -0.000125432 -0.000465981 -2.57746e-05 -0.000119365 5.00503e-06 -2.30559e-06 -0.000350363 6.66188e-06 3.07123e-05 -2.08816e-06 -3.1791e-05 4.58619e-06 1.01026e-05 2.12863e-06 -2.23155e-05 4.37621e-05
internal_weight=0 980 220 760 173 2769 2720 99 711 650 582 526 2674 2615 2567 1605 962
internal_count=3749 980 220 760 173 2769 2720 99 711 650 582 526 2674 2615 2567 1605 962
is_linear=0
shrinkage=0.0995203


Tree=9504
num_leaves=31
num_cat=0
split_feature=9 9 3 6 20 20 20 3 6 2 3 9 1 4 3 3 26 30 18 3 2 3 26 26 6 18 18 2 6 20
split_gain=0.000753319 0.00339389 0.0181107 0.000841782 0.000653719 0.0015076 0.000797739 0.000626276 0.000929005 0.00176912 0.000791551 0.000730348 0.00172256 0.0013935 0.000926332 0.000746574 0.000878669 0.000565529 0.000600231 0.000818453 0.000563504 0.000522195 0.000511392 0.000646425 0.000558882 0.000462825 0.00149557 0.000332571 0.000224529 0.000206778
threshold=0.084055000000000032 0.081095000000000014 0.08708500000000001 0.087235000000000021 -0.042414999999999994 -0.057024999999999999 -1.0000000180025095e-35 0.10426500000000002 0.11690000000000002 -0.075024999999999994 0.10244500000000002 0.11408000000000003 0.10055500000000002 0.10739000000000003 0.10648500000000002 0.11125500000000002 0.090385000000000021 0.084845000000000018 0.089365000000000014 0.094970000000000013 -0.086775000000000005 0.11769000000000002 0.26711000000000013 0.11861500000000001 0.10877500000000002 -0.10303999999999999 -0.085709999999999995 -0.017704999999999995 -0.01146 -0.089994999999999992
decision_type=2 2 2 2 2 2 2 2 2 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 17 -6 8 10 -10 22 13 21 14 -9 28 -17 18 19 -1 -3 -13 23 24 -2 -8 -27 -28 -16 -19
right_child=7 2 -4 -5 6 -7 25 11 9 -11 -12 12 -14 -15 15 16 -18 29 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00052884703341513225 -4.798060327641334e-05 8.4202310987744577e-06 0.0021730329774654294 0.00030756488296230676 0.0004453435907592325 -0.00064776170633501463 -0.00020133418859746873 0.00045492349286423481 7.2850987957579971e-05 -0.00075985379791867753 -0.00044042194837807781 -0.00017088648126276234 -0.00063795175177929918 0.00058535985431696475 -0.00039973570864890683 0.00036527761747118541 -5.212746087295556e-05 0 0.00012445114628787326 -6.6769691957024594e-05 -0.0003928814497314902 0.00025635102239357965 -0.00035138087817662158 0.00028533812219089336 0.00024809138540181862 0.00054030730863195459 -0.0001529803033336427 4.163130240789798e-05 -7.9086139740769691e-05 0.00030994559260106598
leaf_weight=58 1605 73 46 51 46 47 84 49 46 52 49 46 46 57 46 77 135 46 67 125 60 69 49 64 65 55 118 325 56 47
leaf_count=58 1605 73 46 51 46 47 84 49 46 52 49 46 46 57 46 77 135 46 67 125 60 69 49 64 65 55 118 325 56 47
internal_value=0 6.1135e-05 0.000406547 -3.06258e-05 -1.6101e-05 -0.000117894 4.58108e-05 -3.34483e-05 -6.09228e-05 -0.000360639 -4.4443e-05 5.64091e-05 -0.000121232 0.000126454 5.21392e-05 -8.1087e-06 9.56158e-05 -4.29012e-05 -0.000122725 -0.000217694 -0.000166463 7.83375e-05 -3.31017e-05 -2.36355e-05 -3.59666e-05 1.2826e-05 5.05932e-05 -8.35865e-06 -0.000231719 0.000162875
internal_weight=0 1248 230 184 1018 390 628 2511 1930 98 1832 581 161 420 363 314 212 343 250 183 133 115 1783 1734 1670 582 498 443 102 93
internal_count=3759 1248 230 184 1018 390 628 2511 1930 98 1832 581 161 420 363 314 212 343 250 183 133 115 1783 1734 1670 582 498 443 102 93
is_linear=0
shrinkage=0.0995203


Tree=9505
num_leaves=24
num_cat=0
split_feature=0 0 20 21 17 8 21 26 17 26 4 0 9 28 26 8 30 4 4 3 18 0 20
split_gain=0.00103117 0.0181703 0.000795522 0.000526952 0.00139262 0.00128285 0.00158656 0.000662918 0.000510166 0.000544766 0.000601704 0.00125688 0.000519384 0.000426056 0.00048013 0.000833274 0.000822658 0.00038955 0.00147415 0.00108018 0.000546334 0.00089667 0.000353997
threshold=-0.100285 -0.10287 0.089370000000000019 -0.012349999999999998 0.11180000000000002 -0.084915000000000004 -0.032929999999999994 0.084645000000000012 -0.42168999999999995 -0.054024999999999997 0.10300500000000003 -0.052884999999999995 0.097680000000000031 0.080375000000000016 -0.2382 0.10649000000000002 0.086615000000000011 0.11240500000000002 0.10533000000000002 0.11693000000000002 -0.091109999999999983 -0.23058999999999999 0.14849500000000004
decision_type=2 2 2 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 4 5 -2 7 -7 9 -5 11 12 -11 14 -10 16 -16 18 20 -19 -1 -22 -4
right_child=3 -3 22 8 -6 6 -8 -9 13 10 -12 -13 -14 -15 15 -17 -18 19 -20 -21 21 -23 -24
leaf_value=-0.00033537684421674872 -0.00032081532479185835 0.001916283486195041 0.00040014929063804654 0.00035757907340767465 0.00051536177900287738 -0.00031287136069498944 0.00064140731760889294 0.00015663244428501823 0.0002460703480406707 0 0.00030816792789879088 -0.00035452737491498506 0.00036854931369836646 -0.00035879770658735324 -6.7975520367577491e-05 -0.00041279556964468069 0.00018836695786703014 0.00046226093124756759 -0.00055644856530836378 -0.00012751310120350898 0.00040667524896549504 -5.9682564194941385e-05 3.0563283764176455e-05
leaf_weight=55 87 51 54 52 62 51 47 70 50 183 58 91 49 48 1939 66 131 47 65 86 47 311 59
leaf_count=55 87 51 54 52 62 51 47 70 50 183 58 91 49 48 1939 66 131 47 65 86 47 311 59
internal_value=0 0.000100438 -2.6343e-05 -2.83876e-05 9.20994e-05 -7.60127e-06 0.000149726 -3.44921e-05 -4.30156e-05 5.4851e-05 1.13852e-05 -3.93727e-05 8.07155e-05 -6.23508e-05 -5.5467e-05 -6.29087e-05 -5.13574e-05 -7.2211e-05 -0.000114814 7.47483e-05 -4.33251e-05 0 0.000214424
internal_weight=0 775 724 2984 317 255 168 121 2667 433 381 323 232 2234 2186 2136 2070 611 478 133 413 358 113
internal_count=3759 775 724 2984 317 255 168 121 2667 433 381 323 232 2234 2186 2136 2070 611 478 133 413 358 113
is_linear=0
shrinkage=0.0995203


Tree=9506
num_leaves=17
num_cat=0
split_feature=8 8 19 1 5 2 5 2 3 0 0 0 17 5 27 0
split_gain=0.000977461 0.0065994 0.000653967 0.000451095 0.000818365 0.000448379 0.000582389 0.000885394 0.000316575 0.000305455 0.00122147 0.00103169 0.000610438 0.000481242 0.000190425 0.000610259
threshold=-0.10337499999999999 -0.11257499999999999 0.14071500000000006 0.00095500000000000023 -0.22999499999999998 0.12875500000000004 0.5252300000000002 -0.096314999999999998 0.13345500000000002 -0.085605000000000001 -0.084964999999999999 -0.086109999999999992 0.26430000000000003 -0.53979999999999995 0.078065000000000023 -0.051394999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 14 8 6 9 -8 -5 11 -11 13 -12 -2 15 -1
right_child=2 -3 -4 4 -6 -7 7 -9 -10 10 12 -13 -14 -15 -16 -17
leaf_value=0.00035622614053103469 -0.00026632305222549813 0.0011468400985448382 0.00035085848669672189 0.00012750865512702435 -0.00047532683442158107 -0.0003115239620596422 -1.4579454572968506e-05 0.00053685407668717703 -0.00016058158383950387 -0.00045206779518843941 -1.5111270595387114e-05 0.00037729364028811149 -0.00018999362005269198 2.3308426070009879e-06 -5.7517463876727319e-05 -3.1501144132872272e-05
leaf_weight=76 70 56 46 85 47 54 70 46 68 74 1561 71 229 1077 51 78
leaf_count=76 70 56 46 85 47 54 70 46 68 74 1561 71 229 1077 51 78
internal_value=0 0.000134158 -2.05341e-05 -3.84594e-06 -0.000112108 -2.60392e-05 -2.09627e-05 0.000197035 0 -2.94333e-05 -5.48216e-05 8.7484e-06 -3.79418e-05 -1.33511e-05 9.77827e-05 0.000154529
internal_weight=0 461 3298 405 200 3252 3198 116 153 3082 1864 1218 1790 1147 205 154
internal_count=3759 461 3298 405 200 3252 3198 116 153 3082 1864 1218 1790 1147 205 154
is_linear=0
shrinkage=0.0995203


Tree=9507
num_leaves=18
num_cat=0
split_feature=0 0 6 6 30 3 19 3 0 0 2 5 27 10 5 9 9
split_gain=0.000815532 0.0146544 0.000684407 0.000792351 0.000645345 0.000621119 0.000609308 0.000446246 0.000429954 0.000629161 0.000575594 0.000398575 0.00116127 0.000470089 0.000940839 0.00035211 0.000259154
threshold=-0.100285 -0.10287 -0.09007999999999998 -0.041195000000000002 0.084845000000000018 0.10807500000000002 0.14071500000000006 0.089985000000000023 -0.23058999999999999 -0.113275 -0.083665000000000003 -0.49053999999999998 0.11266000000000002 0.090150000000000022 0.63223000000000018 -0.063329999999999984 0.08073000000000001
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 8 7 11 16 -1 10 -10 -2 13 14 15 -13 -5
right_child=6 -3 3 5 -6 -7 -8 -9 9 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.00024788040382587825 0.00020521129331174708 0.0017202330127618548 -0.00038594789299405369 0.00016896297981819545 0.000378963634642042 0.00021640173178256154 0.0003251395685862278 -0.00032593995209975762 0.00015502887598774678 0.00028200170994507027 -0.00020312493514338748 9.3270134552974428e-05 -0.00051336175940252366 -0.00031747006271277473 0.00039196386575325267 -4.1107695935225698e-05 -0.00015497938231649874
leaf_weight=62 68 51 89 47 55 68 48 72 57 48 175 206 50 55 53 2504 51
leaf_count=62 68 51 89 47 55 68 48 72 57 48 175 206 50 55 53 2504 51
internal_value=0 8.94739e-05 -2.42694e-05 -0.000131695 6.2153e-05 -3.31783e-05 -2.50927e-05 -0.000137826 8.81023e-06 -4.12031e-05 -0.000111602 -3.10974e-05 -3.69857e-05 -2.82428e-05 -2.21892e-05 -3.05909e-05 0
internal_weight=0 775 724 327 397 238 2984 170 342 280 232 2936 2868 2818 2763 2710 98
internal_count=3759 775 724 327 397 238 2984 170 342 280 232 2936 2868 2818 2763 2710 98
is_linear=0
shrinkage=0.0995203


Tree=9508
num_leaves=15
num_cat=0
split_feature=20 18 18 26 8 2 1 1 17 20 9 9 0 0
split_gain=0.00128566 0.00069249 0.000659403 0.000611391 0.000461098 0.000634847 0.00051038 0.000726931 0.000502082 0.000417664 0.000509155 0.00034595 0.000241804 0.000400947
threshold=-0.24910499999999999 0.23251500000000005 0.14994000000000005 0.089795000000000028 -0.09547499999999999 0.12875500000000004 -0.083684999999999996 -0.071399999999999991 0.056905000000000011 1.0000000180025095e-35 0.08073000000000001 0.083715000000000026 -0.14124499999999998 -0.110495
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 8 6 11 -8 9 10 -2 -6 -10 -14
right_child=1 3 -4 -5 5 -7 7 -9 12 -11 -12 -13 13 -15
leaf_value=0.00039668643251472276 -9.4682575648830441e-05 -0.00053280793186408746 0.00028274621485335305 -1.1601159623002522e-05 -3.1395384162529939e-05 -0.00034720333251699596 -0.00013703566701973893 4.5658994710519783e-06 -0.00015689524098054828 8.1679760507050389e-05 -0.0003703423637540345 0.0001120240799705802 0.00033271708795907433 -2.7212916810319329e-05
leaf_weight=74 152 49 72 47 227 53 451 1714 49 47 134 554 47 78
leaf_count=74 152 49 72 47 227 53 451 1714 49 47 134 554 47 78
internal_value=0 -2.19235e-05 -1.4605e-05 -0.000286161 -2.0945e-05 -5.81672e-06 4.71233e-08 -2.45536e-05 -0.000108817 -0.000180717 -0.0002267 6.92906e-05 2.40804e-05 0.000101572
internal_weight=0 3674 3578 96 3506 2999 2946 2165 507 333 286 781 174 125
internal_count=3748 3674 3578 96 3506 2999 2946 2165 507 333 286 781 174 125
is_linear=0
shrinkage=0.0995203


Tree=9509
num_leaves=10
num_cat=0
split_feature=20 19 23 19 23 23 8 8 6
split_gain=0.00104307 0.000546562 0.000551274 0.000444779 0.000340017 0.00106395 0.000347155 0.000527444 0.000361761
threshold=-0.24910499999999999 0.14071500000000006 0.086650000000000019 0.13384000000000004 -0.017849999999999998 -0.066844999999999988 -0.090274999999999994 -0.088634999999999992 0.089315000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -8 -6
right_child=1 -3 -4 -5 6 -7 7 -9 -10
leaf_value=0.00035720797518286703 8.4143455476650114e-05 0.00031615069496220753 -0.0003170451670359658 -0.00032394428404408404 -0.00010586826979449857 -0.00053963292090786045 0.00023490435825905401 -1.1761076138379778e-06 7.3800627474076026e-05
leaf_weight=74 58 47 63 47 575 48 97 2607 132
leaf_count=74 58 47 63 47 575 48 97 2607 132
internal_value=0 -1.98082e-05 -2.43873e-05 -1.89844e-05 -1.46763e-05 -0.000190599 -8.96931e-06 6.99001e-06 -7.11654e-05
internal_weight=0 3674 3627 3564 3517 106 3411 2704 707
internal_count=3748 3674 3627 3564 3517 106 3411 2704 707
is_linear=0
shrinkage=0.0995203


Tree=9510
num_leaves=10
num_cat=0
split_feature=10 17 0 7 8 17 17 24 19
split_gain=0.00100788 0.000461524 0.000901415 0.000483203 0.000605268 0.000297935 0.000470714 0.000324456 0.000329701
threshold=0.096480000000000024 0.51392000000000015 -0.078664999999999999 0.075985000000000011 -0.068549999999999986 0.42451000000000011 0.41106500000000007 0.083550000000000027 0.10395500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 8 -1
right_child=-2 2 -4 4 -6 -7 -8 -9 -10
leaf_value=-3.6920498519728606e-06 0.00043229184041176558 -2.0356028538383069e-05 0.00050970312032103441 0 -0.00042802478930729861 -0.00019590362404150278 0.00030369073939057515 -0.00025231034284805187 -0.00014057003878574463
leaf_weight=3051 50 86 48 69 65 90 46 57 186
leaf_count=3051 50 86 48 69 65 90 46 57 186
internal_value=0 -1.71294e-05 0.000163407 -2.41469e-05 -0.000210075 -1.66446e-05 -1.15692e-05 -1.62202e-05 -1.181e-05
internal_weight=0 3698 134 3564 134 3430 3340 3294 3237
internal_count=3748 3698 134 3564 134 3430 3340 3294 3237
is_linear=0
shrinkage=0.0995203


Tree=9511
num_leaves=13
num_cat=0
split_feature=2 19 23 0 21 26 26 2 20 0 6 3
split_gain=0.00097958 0.000434999 0.000421211 0.000420223 0.000842723 0.000325761 0.000708108 0.000659921 0.000471571 0.000391993 0.000758613 0.000528532
threshold=-0.241895 0.14071500000000006 0.086650000000000019 -0.23058999999999999 0.083545000000000022 0.084100000000000022 -0.019129999999999998 -0.079739999999999991 -0.085349999999999995 -0.079564999999999983 0.11413500000000003 0.097880000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 8 -8 -5 10 -7 -11
right_child=1 -3 -4 5 -6 9 7 -9 -10 11 -12 -13
leaf_value=0.00038845221238672514 -6.9299491416528538e-05 0.00028306849032436768 -0.00027657345316061771 -0.00011788794451674985 0.00048860767301642846 1.7580178043272035e-05 -0.00023691999042343382 -4.3745540906776857e-05 7.2070862023011951e-05 -0.0001390386142753808 0.00038082780540776054 2.816556139978837e-05
leaf_weight=60 56 47 63 180 48 1305 311 431 451 375 60 361
leaf_count=60 56 47 63 180 48 1305 311 431 451 375 60 361
internal_value=0 -1.65838e-05 -2.06767e-05 -1.59422e-05 0.000180325 -2.20534e-05 -5.97749e-05 -0.000125815 1.65856e-05 2.20787e-06 3.41468e-05 -5.59145e-05
internal_weight=0 3688 3641 3578 104 3474 1373 742 631 2101 1365 736
internal_count=3748 3688 3641 3578 104 3474 1373 742 631 2101 1365 736
is_linear=0
shrinkage=0.0995203


Tree=9512
num_leaves=14
num_cat=0
split_feature=18 17 3 28 18 18 0 18 6 17 18 9 3
split_gain=0.00845403 0.00120268 0.000750791 0.00064748 0.000417295 0.000579253 0.000610776 0.000616447 0.000402002 0.000354133 0.00100294 0.000408502 0.000204021
threshold=0.31690500000000005 -0.55157999999999996 0.10457000000000002 0.080375000000000016 -0.098315 -0.10872 -0.052884999999999995 -0.14624999999999996 0.18123500000000006 0.24923500000000007 -0.074709999999999985 0.11222500000000002 0.10708000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -3 9 11 -11 -6 -8
right_child=-2 3 -4 -5 8 -7 12 -9 -10 10 -12 -13 -14
leaf_value=-4.2948791176873334e-05 0.0013522658237414109 -3.2417077241103004e-05 -0.00052374078535276695 -0.00027016883600521264 6.2190532130588687e-06 -0.00036335472114064013 -0.00036566085851548138 0.00031693728504712858 -0.00020828454103550433 0.00055249106471403969 5.9468519808972884e-05 0.00016308509700797757 -7.0898524727354352e-05
leaf_weight=67 46 205 70 82 2372 61 56 65 70 47 366 178 54
leaf_count=67 46 205 70 82 2372 61 56 65 70 47 366 178 54
internal_value=0 -5.12102e-06 -0.000294584 5.80077e-06 1.25504e-05 -7.74422e-05 -2.93914e-05 4.86548e-05 2.59053e-05 3.17142e-05 0.000117557 1.749e-05 -0.000228401
internal_weight=0 3693 137 3556 3474 441 380 270 3033 2963 413 2550 110
internal_count=3739 3693 137 3556 3474 441 380 270 3033 2963 413 2550 110
is_linear=0
shrinkage=0.0995203


Tree=9513
num_leaves=11
num_cat=0
split_feature=1 17 3 19 5 8 23 0 6 26
split_gain=0.00714692 0.00098153 0.000579559 0.000549384 0.000550471 0.000999094 0.000498446 0.000491489 0.00137796 0.000687982
threshold=-0.55579999999999996 -0.55380499999999999 0.10457000000000002 0.14071500000000006 0.51100000000000012 1.0000000180025095e-35 0.086650000000000019 -0.15137999999999999 -0.217 0.082850000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 8 -3 -9
right_child=1 3 -4 -5 5 -7 -8 9 -10 -11
leaf_value=0.0011802909897518539 -4.0042770482212015e-05 0.00059476951268088612 -0.00050342885679263976 0.00034129503170788369 -0.00042426360422325918 0.00012343459645989158 -0.00027485281723069459 -6.9442908224656645e-05 3.110895473992615e-05 3.2309100551598113e-05
leaf_weight=51 55 53 61 47 80 53 61 966 247 2065
leaf_count=51 55 53 61 47 80 53 61 966 247 2065
internal_value=0 -5.79554e-06 -0.000290777 3.23e-06 -1.0453e-06 -0.000199853 6.50859e-06 1.19069e-05 0.000133418 0
internal_weight=0 3688 116 3572 3525 133 3392 3331 300 3031
internal_count=3739 3688 116 3572 3525 133 3392 3331 300 3031
is_linear=0
shrinkage=0.0995203


Tree=9514
num_leaves=14
num_cat=0
split_feature=18 17 28 3 18 18 17 9 1 24 26 9 26
split_gain=0.00650678 0.00080434 0.000515329 0.000495107 0.000339372 0.000609554 0.000623034 0.001202 0.00106618 0.000380841 0.000437299 0.00112771 0.000786532
threshold=0.31690500000000005 -0.55157999999999996 0.080375000000000016 0.10457000000000002 0.11061000000000003 0.11570500000000002 0.056905000000000011 0.096830000000000013 -0.077634999999999996 0.083550000000000027 0.11819500000000002 0.11640000000000002 0.11081000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 9 -6 7 -7 -8 10 12 -12 -3
right_child=-2 2 -4 -5 5 6 8 -9 -10 -11 11 -13 -14
leaf_value=-3.5072234124573094e-05 0.0011855577076747713 3.5986833527043389e-06 -0.00024260515269806953 -0.00042835653435887596 0.00042493972626463783 0.000105987700840053 -0.00019283900413036834 -0.00045234067938920139 0.00036639500740285387 -0.00026810627215149649 -0.00029074763191634521 0.00026757780438719305 0.00030294633319612755
leaf_weight=67 46 2776 82 70 50 108 47 58 108 52 138 47 90
leaf_count=67 46 2776 82 70 50 108 47 58 108 52 138 47 90
internal_value=0 -5.27938e-06 3.61026e-06 -0.000241996 9.65755e-06 9.96365e-05 4.64159e-05 -8.41595e-05 0.000191539 -8.36666e-07 3.45026e-06 -0.000144478 1.32846e-05
internal_weight=0 3693 3556 137 3474 371 321 166 155 3103 3051 185 2866
internal_count=3739 3693 3556 137 3474 371 321 166 155 3103 3051 185 2866
is_linear=0
shrinkage=0.0995203


Tree=9515
num_leaves=15
num_cat=0
split_feature=1 22 0 0 20 9 3 8 2 1 0 2 2 8
split_gain=0.00555831 0.00058787 0.000469752 0.000824306 0.00074444 0.000839752 0.000660396 0.0015382 0.00108773 0.00053665 0.000456646 0.000503547 0.000521033 0.000310625
threshold=-0.55579999999999996 0.13292500000000004 -0.052884999999999995 -0.059114999999999994 -0.073489999999999986 0.11582000000000002 0.11089500000000001 -0.064125000000000001 0.097285000000000024 -0.046044999999999996 -0.063914999999999986 -0.112555 -0.097424999999999998 -0.15010999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 9 6 8 -8 -6 -4 11 13 -13 -2
right_child=1 -3 4 -5 5 -7 7 -9 -10 -11 -12 12 -14 -15
leaf_value=0.0010401577888641579 3.410053173133265e-06 0.00033966866866400091 -9.8103412844656091e-05 0.00038969017334798906 0.0001202618074786624 0.00033217443104979343 5.3382666533643977e-05 -0.00059226122029470973 -0.00035251271135015681 -0.00059859454828034705 -0.00024846594492445044 0.00024846997379218488 5.8164523346808301e-06 -0.00025731225520258508
leaf_weight=51 65 48 48 54 195 52 71 71 64 46 73 91 2696 114
leaf_count=51 65 48 48 54 195 52 71 71 64 46 73 91 2696 114
internal_value=0 -5.82869e-06 -1.06096e-05 4.17196e-06 -9.56882e-05 -4.07502e-05 -9.1151e-05 -0.000263674 2.76454e-07 -0.000351734 -2.40895e-06 3.37107e-06 1.40332e-05 -0.000158063
internal_weight=0 3688 3640 3093 547 453 401 142 259 94 3039 2966 2787 179
internal_count=3739 3688 3640 3093 547 453 401 142 259 94 3039 2966 2787 179
is_linear=0
shrinkage=0.0995203


Tree=9516
num_leaves=24
num_cat=0
split_feature=18 1 1 17 10 18 9 18 1 1 26 4 5 5 26 26 26 9 17 4 1 1 18
split_gain=0.00139465 0.00142032 0.00308947 0.0123048 0.00142774 0.000985586 0.00115744 0.000774096 0.000777333 0.000964656 0.00072165 0.000787708 0.000702133 0.000879294 0.000573444 0.00135433 0.000531545 0.000528803 0.000516173 0.000381662 0.000370023 0.000421771 0.000612247
threshold=0.31690500000000005 -0.084059999999999996 -0.090104999999999991 -0.095109999999999986 0.088630000000000028 -0.025879999999999997 0.084485000000000018 0.089505000000000015 -0.07002499999999999 -0.075284999999999991 -0.23202999999999999 0.14727500000000002 -0.0071849999999999995 -0.015214999999999999 0.11991000000000003 0.11326500000000002 0.094935000000000033 0.11156500000000001 0.51174000000000019 0.10845500000000002 -0.52333999999999992 -0.50763499999999995 -0.088855000000000003
decision_type=2 2 2 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 20 -5 -7 8 9 12 -10 18 13 -3 15 16 19 -16 -12 -9 -1 -22 -23
right_child=-2 7 3 5 -6 6 -8 14 10 -11 11 -13 -14 -15 17 -17 -18 -19 -20 -21 21 22 -24
leaf_value=-0.00022851660153330332 -0.00051140631622939841 -0.00014010367344798809 0.0018658954510668564 -0.00023369615076427588 0.00053589999402212985 0.00056171677654642382 0 0.00017456120062251643 -0.00029924034642770866 -0.0005801210853389931 -2.6237766600233281e-05 0.00035853894586785137 -0.00042298414681021286 0.00034765299092887563 -0.00037617887570525225 0.00054776438731802808 -0.00016447058741364824 8.8186850005268752e-05 0.00019627709656713555 -5.9512168970716524e-05 0.0002998131602525672 -0.00014332422944555187 7.4060725519145134e-05
leaf_weight=72 48 136 48 62 50 62 82 284 83 52 1587 59 52 50 46 68 78 47 110 85 46 217 311
leaf_count=72 48 136 48 62 50 62 82 284 83 52 1587 59 52 50 46 68 78 47 110 85 46 217 311
internal_value=0 2.78498e-05 0.000132745 0.000430017 2.30816e-05 9.14692e-05 0.000237156 -8.25974e-06 -3.68171e-05 -0.000188454 -1.24597e-05 6.29253e-07 -9.94396e-05 -4.58502e-06 9.03915e-05 0.000132267 6.72279e-05 -0.000132697 -1.13319e-05 0.000118423 -1.53431e-05 9.97029e-06 -1.37308e-05
internal_weight=0 3687 950 254 696 206 144 2737 2129 290 1839 1756 238 186 608 515 447 93 1697 369 646 574 528
internal_count=3735 3687 950 254 696 206 144 2737 2129 290 1839 1756 238 186 608 515 447 93 1697 369 646 574 528
is_linear=0
shrinkage=0.0995203


Tree=9517
num_leaves=18
num_cat=0
split_feature=6 6 18 18 17 9 17 18 26 9 0 8 18 28 26 30 7
split_gain=0.00122315 0.0130331 0.000852747 0.000611553 0.000908428 0.00120145 0.000557798 0.00284511 0.00054668 0.000770689 0.00113179 0.00151695 0.000537774 0.000462513 0.000405096 0.000529343 0.000542792
threshold=0.092405000000000029 0.093595000000000025 0.31227500000000008 0.11061000000000003 0.056905000000000011 0.096830000000000013 -0.55286000000000002 -0.037059999999999989 0.096980000000000025 0.094685000000000033 -0.077945 -0.083294999999999994 -0.064454999999999998 0.080375000000000016 -0.23202999999999999 0.10801000000000002 0.081125000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 8 5 -5 7 -1 9 10 11 -3 -10 14 -8 16 -16
right_child=1 3 -4 4 -6 -7 13 -9 12 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=0.00063812611694811551 0.0016859482241986376 -0.00030125150459044424 -0.00041177986881013389 0.0003778208468434567 0.00050455142116165015 -0.00031721110577998468 -0.00021589410808074534 -0.00032854405662448961 -0.00049009923351842901 0.00034028994336849516 -0.0003687223543637445 0.00026185462247977427 -5.0302426993892163e-05 -0.00024622064897754077 3.4043908199242525e-06 0.00027562460327611572 -0.00028762985637765094
leaf_weight=68 50 70 51 46 57 53 86 53 46 63 78 143 81 80 2576 69 65
leaf_count=68 50 70 51 46 57 53 86 53 46 63 78 143 81 80 2576 69 65
internal_value=0 0.000138606 -8.20616e-06 1.58653e-05 0.000187994 0 -1.06538e-06 0.000207943 -3.82582e-05 2.32116e-05 -4.26212e-05 7.29529e-05 -0.000216045 -1.01435e-05 -3.096e-06 3.35493e-06 -3.44855e-06
internal_weight=0 687 3048 637 156 99 2997 121 481 354 291 213 127 2876 2796 2710 2641
internal_count=3735 687 3048 637 156 99 2997 121 481 354 291 213 127 2876 2796 2710 2641
is_linear=0
shrinkage=0.0995203


Tree=9518
num_leaves=27
num_cat=0
split_feature=1 1 6 6 9 9 2 2 4 4 9 4 4 9 8 9 6 21 8 3 2 18 19 18 9 18
split_gain=0.00101542 0.00147847 0.00316909 0.0118053 0.00124819 0.000593501 0.000598474 0.00113118 0.000606139 0.000482416 0.00117622 0.00122442 0.00102723 0.000863959 0.000845627 0.000620904 0.0017718 0.000590216 0.000925422 0.0008528 0.00044585 0.000398303 0.000287696 0.000298077 0.000402595 0.000117659
threshold=-0.55579999999999996 -0.084059999999999996 0.092705000000000023 0.095355000000000023 0.095415000000000014 0.08488500000000003 0.097285000000000024 -0.086304999999999993 0.10113500000000002 0.10495500000000003 0.11408000000000003 0.14727500000000002 0.10845500000000002 0.084515000000000021 -0.0020399999999999997 0.083715000000000026 -0.011749999999999998 0.095695000000000016 -0.094139999999999988 0.10089500000000003 -0.084314999999999987 -0.077844999999999998 -0.099114999999999995 0.15891500000000006 0.11408000000000003 -0.049119999999999997
decision_type=2 2 2 2 2 2 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 7 -2 -8 13 11 12 -11 15 -14 17 -17 18 -3 -19 21 -7 -15 24 -24 -5
right_child=1 9 3 25 -6 20 8 -9 -10 10 -12 -13 14 22 -16 16 -18 19 -20 -21 -22 -23 23 -25 -26 -27
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leaf_weight=52 157 47 49 66 89 84 52 140 46 54 60 56 244 46 95 49 75 46 261 64 89 76 1480 66 128 64
leaf_count=52 157 47 49 66 89 84 52 140 46 54 60 56 244 46 95 49 75 46 261 64 89 76 1480 66 128 64
internal_value=0 2.30409e-05 0.000133031 0.00050884 4.01408e-05 -6.89046e-06 6.76132e-05 0.000139383 -0.000141539 -1.2864e-05 7.41822e-05 0.000130801 6.63993e-05 -3.28132e-05 0 -0.000142395 -0.000340107 -8.17849e-05 -8.35878e-06 -0.000279936 -0.000128367 -0.000228552 1.24179e-06 8.46194e-06 1.74384e-05 6.31697e-06
internal_weight=0 3683 912 179 733 644 395 297 98 2771 509 449 393 2262 339 542 124 418 308 110 249 160 1720 1674 1608 130
internal_count=3735 3683 912 179 733 644 395 297 98 2771 509 449 393 2262 339 542 124 418 308 110 249 160 1720 1674 1608 130
is_linear=0
shrinkage=0.0995203


Tree=9519
num_leaves=20
num_cat=0
split_feature=18 17 17 10 4 20 5 18 0 18 0 20 17 9 3 17 6 17 8
split_gain=0.00085628 0.000919299 0.0138278 0.000843184 0.000762667 0.00107318 0.000628937 0.000537165 0.00052184 0.000987665 0.000891171 0.00038097 0.000367508 0.00114364 0.00153425 0.000645122 0.00119425 0.000310655 0.000268627
threshold=0.31690500000000005 -0.11248999999999999 -0.13530499999999998 0.087790000000000021 0.10845500000000002 -0.096095 0.62931500000000018 -0.09053499999999999 -0.081424999999999984 -0.097709999999999991 -0.088594999999999993 0.15091500000000005 -0.035539999999999995 0.095415000000000014 0.092115000000000016 -0.0046399999999999992 0.087515000000000023 -0.000475 -0.083804999999999991
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 8 10 -10 18 12 13 14 -9 16 -14 -17 -3
right_child=-2 7 -4 -5 -6 6 -8 11 9 -11 -12 -13 15 -15 -16 17 -18 -19 -20
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leaf_weight=64 48 46 53 50 54 627 47 342 48 48 48 79 223 71 122 103 170 1445 47
leaf_count=64 48 46 53 50 54 627 47 342 48 48 48 79 223 71 122 103 170 1445 47
internal_value=0 2.06105e-05 0.00010844 9.31879e-06 -1.47079e-05 1.0632e-05 -2.5208e-05 -7.25068e-06 -0.000150708 -0.000330398 -2.25598e-05 5.73591e-06 -7.99261e-07 7.1885e-05 0.000130033 -2.12551e-05 -0.000135233 7.15241e-06 -0.000207688
internal_weight=0 3687 895 842 792 738 674 2792 237 96 141 2555 2476 535 464 1941 393 1548 93
internal_count=3735 3687 895 842 792 738 674 2792 237 96 141 2555 2476 535 464 1941 393 1548 93
is_linear=0
shrinkage=0.0995203


Tree=9520
num_leaves=15
num_cat=0
split_feature=10 2 27 26 2 22 1 27 1 26 9 3 2 0
split_gain=0.00215805 0.00251443 0.0116789 0.00126188 0.000491671 0.000446071 0.000434532 0.000393839 0.000387984 0.000322831 0.000303994 0.000409695 0.000240398 0.000108948
threshold=0.089800000000000033 -0.11700999999999999 0.085370000000000015 -0.231015 -0.097424999999999998 0.092440000000000022 -0.50954999999999984 0.11129500000000002 -0.0101 0.084355000000000027 0.095415000000000014 0.10457000000000002 -0.157135 -0.13752999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 9 6 -6 -8 -7 -5 11 12 -1 -10
right_child=-2 3 -4 4 5 8 7 -9 13 -11 -12 -13 -14 -15
leaf_value=0.00014580577347682292 0.00045815683865117838 0.00037717260687588066 -0.0017025366941007766 2.1684679534431283e-05 -0.00028509942978025465 0.00031831747014940246 -2.7356915225201707e-05 -0.00031095166537734796 0.00011387283589101805 0.00038681243684624673 0.0001376452026059801 -0.0003546630533796835 -0.00013162909760566609 -9.8241547095921948e-05
leaf_weight=55 89 80 50 61 70 65 2917 50 46 46 72 47 70 50
leaf_count=55 89 80 50 61 70 65 2917 50 46 46 72 47 70 50
internal_value=0 -3.7309e-05 -0.0003166 -1.28097e-05 -2.24972e-05 -2.97394e-05 -3.85057e-05 -3.2412e-05 0.000130539 0.000186306 -2.9241e-05 -0.00010386 -3.00874e-06 0
internal_weight=0 3679 294 3385 3305 3198 3037 2967 161 107 244 172 125 96
internal_count=3768 3679 294 3385 3305 3198 3037 2967 161 107 244 172 125 96
is_linear=0
shrinkage=0.0995203


Tree=9521
num_leaves=18
num_cat=0
split_feature=10 0 1 27 9 1 17 17 10 1 0 3 3 1 4 18 21
split_gain=0.0018111 0.00414178 0.00202154 0.0108969 0.000913443 0.000664646 0.00092239 0.000519081 0.000513415 0.000373565 0.00105308 0.00107094 0.000763397 0.00042843 0.000302876 0.000613347 0.00025972
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 5 7 6 -1 -4 -2 10 12 -12 -9 -11 -7 -16 -15
right_child=1 -3 4 -5 -6 14 -8 9 -10 13 11 -13 -14 16 15 -17 -18
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leaf_weight=53 46 55 55 47 47 61 66 92 47 51 116 936 186 1384 47 46 433
leaf_count=53 46 55 55 47 47 61 66 92 47 51 116 936 186 1384 47 46 433
internal_value=0 0.000317839 -3.69725e-05 -0.000275931 -1.35526e-05 -3.19053e-05 -0.000210818 -2.00866e-05 -7.88994e-05 -1.46049e-05 -5.50397e-05 -8.70609e-06 -0.00022743 1.37462e-05 0.00010103 -3.44304e-06 5.3022e-06
internal_weight=0 148 3620 320 3300 273 119 3253 93 3198 1330 1052 278 1868 154 93 1817
internal_count=3768 148 3620 320 3300 273 119 3253 93 3198 1330 1052 278 1868 154 93 1817
is_linear=0
shrinkage=0.0995203


Tree=9522
num_leaves=13
num_cat=0
split_feature=2 2 2 11 9 20 2 4 2 27 3 10
split_gain=0.00180509 0.00227051 0.0102087 0.00102159 0.000660202 0.000569365 0.000567722 0.000437841 0.000353351 0.000283911 0.000447644 0.00021347
threshold=-0.24151999999999998 -0.11700999999999999 -0.14091999999999996 -0.37506 0.10341500000000002 0.15091500000000005 -0.097424999999999998 0.088720000000000021 -0.104295 0.10402500000000002 0.11404500000000002 0.077800000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 7 6 8 11 -5 10 -8 -2
right_child=1 3 -4 5 -6 -7 9 -9 -10 -11 -12 -13
leaf_value=0.00042431444857319358 -0.00021522424848747587 0.00040852652552807796 -0.0015929179955883812 -6.0533775926888338e-06 -0.00035465507301527389 0.00024371562540626029 -4.2813170485142359e-05 0.00026923936156640166 0.00031675063981844164 -0.00022547823320190111 6.2234714902227126e-05 5.4248020605202304e-05
leaf_weight=88 47 57 50 51 47 81 2591 66 77 74 470 69
leaf_count=88 47 57 50 51 47 81 2591 66 77 74 470 69
internal_value=0 -3.13464e-05 -0.000304363 -8.70881e-06 -1.94445e-05 -1.60656e-05 -2.27652e-05 6.26229e-05 0.000181738 -3.13761e-05 -2.64162e-05 -4.78776e-05
internal_weight=0 3680 279 3401 229 3344 3263 182 128 3135 3061 116
internal_count=3768 3680 279 3401 229 3344 3263 182 128 3135 3061 116
is_linear=0
shrinkage=0.0995203


Tree=9523
num_leaves=17
num_cat=0
split_feature=8 4 26 2 21 17 8 26 3 17 5 26 2 21 17 5
split_gain=0.00164969 0.00361318 0.00304556 0.0102967 0.000533392 0.000396374 0.000473278 0.000301261 0.000796493 0.00370587 0.000503277 0.000387129 0.000545047 0.000482817 0.000290862 0.000300172
threshold=0.099175000000000027 0.10696000000000003 -0.10954 -0.122295 0.090715000000000032 -0.56655999999999984 0.058495000000000012 0.087745000000000031 0.08511500000000001 -0.0088649999999999996 -0.48081999999999997 0.084100000000000022 -0.079739999999999991 0.091085000000000013 -0.35269999999999996 -0.093384999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 3 -1 -5 -4 7 11 9 -9 -10 12 -7 -13 -2 -16
right_child=1 -3 5 4 -6 6 -8 8 10 -11 -12 13 -14 -15 15 -17
leaf_value=-0.0017170067601590456 -0.00016996036142581409 0.00084764513928453828 -0.00025769808952402833 0.00026140815925842749 -0.00017189975378437621 -0.00014260594929771056 0.00021382979546971236 -0.00094363451188704561 0.00028191314826383741 0.00021273312313963374 -4.1412211931851005e-05 4.3941252064316609e-05 1.5454668986874213e-05 0.00034530704335751863 -8.6183079066312333e-05 0.00024022475667987702
leaf_weight=46 67 68 66 58 53 285 90 50 49 59 1301 540 868 60 46 62
leaf_count=46 67 68 66 58 53 285 90 50 49 59 1301 540 868 60 46 62
internal_value=0 0.000231948 -3.58959e-05 -0.000464531 4.71384e-05 -1.56719e-05 -1.05864e-05 -1.71294e-05 -5.06343e-05 -0.000310201 -2.90703e-05 1.02894e-05 -2.2905e-05 7.54422e-05 -2.61618e-06 9.36194e-05
internal_weight=0 243 3525 157 111 3368 3302 3212 1459 109 1350 1753 1153 600 175 108
internal_count=3768 243 3525 157 111 3368 3302 3212 1459 109 1350 1753 1153 600 175 108
is_linear=0
shrinkage=0.0995203


Tree=9524
num_leaves=19
num_cat=0
split_feature=26 3 6 6 9 20 10 9 9 4 10 5 3 6 5 9 26 9
split_gain=0.00184731 0.0111929 0.00113724 0.000485921 0.000852507 0.000654384 0.000450851 0.00040098 0.00130197 0.000549236 0.000983722 0.000397141 0.000523009 0.000901337 0.000776127 0.000363338 0.00222236 0.0011166
threshold=-0.126245 0.086285000000000014 -0.53620499999999993 -0.10032499999999998 0.08758500000000001 -0.087094999999999992 0.090150000000000022 0.092150000000000024 0.09253500000000002 0.10696000000000003 0.085585000000000022 -0.42170999999999997 0.10502000000000002 -0.049814999999999991 -0.5087799999999999 0.089255000000000015 0.09032500000000003 0.088995000000000019
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 7 11 -9 10 -10 12 14 -14 -4 17 -17 -13
right_child=2 3 6 4 5 -7 -8 8 9 -11 -12 15 13 -15 -16 16 -18 -19
leaf_value=0.0016765089997793077 -0.00049336232077728289 -0.0003195139053875772 -0.00030377768886422264 0.00038193385136071683 -0.00032974105013954837 0.00013519925521391168 -0.00027090124090802464 0.0005656595107963136 3.8101797012330889e-05 0.00033098544388131598 -0.00042106936056026626 -2.7869312201620263e-05 4.9793433383117705e-05 0.00056131654229547043 0.00022640752720553883 -0.00049438215168976386 8.2208076602261192e-05 0.00046275975676340599
leaf_weight=46 47 46 63 52 61 56 60 48 787 57 49 1852 121 50 47 107 169 47
leaf_count=46 47 46 63 52 61 56 60 48 787 57 49 1852 121 50 47 107 169 47
internal_value=0 0.000267201 -7.1035e-06 -3.05186e-05 4.32989e-05 -0.000100209 -2.55707e-07 4.28363e-06 5.97133e-05 3.16012e-05 1.02094e-05 -1.66206e-05 9.39952e-05 0.000204149 -6.9802e-05 -3.1288e-05 -0.000138359 -1.52952e-05
internal_weight=0 261 3504 215 169 117 3457 3397 941 893 836 2456 281 171 110 2175 276 1899
internal_count=3765 261 3504 215 169 117 3457 3397 941 893 836 2456 281 171 110 2175 276 1899
is_linear=0
shrinkage=0.0995203


Tree=9525
num_leaves=16
num_cat=0
split_feature=27 1 6 23 0 0 5 11 0 17 20 6 1 6 5
split_gain=0.00147227 0.0124145 0.00115089 0.000548841 0.00104243 0.000386085 0.00113377 0.0005375 0.000347836 0.0011246 0.000768036 0.000484299 0.00175836 0.000422124 0.000291436
threshold=0.078330000000000025 -0.15796999999999997 -0.47287499999999999 0.086650000000000019 -0.233955 -0.057604999999999996 -0.49053999999999998 -1.0000000180025095e-35 -0.078664999999999999 0.51362000000000008 -0.078725000000000003 0.10384500000000003 -0.047239999999999997 0.094510000000000025 -0.051389999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -3 -8 11 10 -10 13 -13 -6 -9
right_child=1 5 3 -5 8 -7 7 14 9 -11 -12 12 -14 -15 -16
leaf_value=-0.00043208803101827948 0.0016417292919086292 0.00035026351374355829 0.00040684863183565733 -0.00032325561342241312 -2.4673441415353904e-05 -0.00024954536558223229 -0.00038369840734571708 0.00013064958854152204 -0.00016052965533806839 0.00050558523861804418 5.6486889363147629e-05 -0.00045410683467206044 0.00022450614637002035 0.00023264191944051107 -0.00013619040974201127
leaf_weight=63 51 79 62 52 1820 60 48 80 196 49 899 100 59 65 82
leaf_count=63 51 79 62 52 1820 60 48 80 196 49 899 100 59 65 82
internal_value=0 0.000191186 -1.06522e-05 -2.36359e-06 2.5188e-06 -1.84386e-05 2.67094e-05 -9.11104e-05 -5.0878e-06 3.85416e-05 1.68943e-05 -2.99071e-05 -0.000197146 -1.53662e-05 0
internal_weight=0 400 3365 3302 3250 349 289 210 3188 1144 1095 2044 159 1885 162
internal_count=3765 400 3365 3302 3250 349 289 210 3188 1144 1095 2044 159 1885 162
is_linear=0
shrinkage=0.0995203


Tree=9526
num_leaves=19
num_cat=0
split_feature=2 2 6 2 6 8 10 8 8 2 2 9 9 26 6 4 2 0
split_gain=0.00165144 0.0110526 0.000962633 0.000354823 0.000342072 0.000412757 0.00055355 0.000275755 0.000957046 0.000423245 0.00085509 0.000352624 0.000530394 0.000466038 0.000271321 0.000395447 0.000820789 0.000157785
threshold=-0.13088999999999998 -0.14531999999999998 -0.53620499999999993 -0.24206999999999998 -0.14689499999999997 0.096835000000000018 0.082245000000000026 -0.099434999999999996 -0.11187999999999999 0.12875500000000004 0.11665500000000002 0.092150000000000024 0.097990000000000022 0.098185000000000022 -0.093155000000000002 0.12061000000000001 0.31326500000000007 -0.106285
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 6 -6 8 14 10 11 13 -13 -9 17 16 -16 -4
right_child=2 -3 7 4 5 -7 -8 9 -10 -11 -12 12 -14 -15 15 -17 -18 -19
leaf_value=-0.00025401377488197557 -0.00042048150610279325 0.0016017213045428124 0.00023808800234132989 -0.00018454792151646109 3.1297042931786471e-05 -0.0001119377503515228 0.00046259285338497418 -9.5631051858717617e-06 -0.00044621322912680433 -0.00025788234004021178 0.00040730041174294983 0.00013504467633068532 -1.8462406495352478e-05 -0.00027178338200069404 -0.00016159690467446619 -0.00032222998955087727 0.0003442598537092774 0
leaf_weight=50 56 49 53 52 83 58 50 1953 61 59 53 433 443 70 98 50 47 47
leaf_count=50 56 49 53 52 83 58 50 1953 61 59 53 433 443 70 98 50 47 47
internal_value=0 0.000218139 -1.11064e-05 -1.04515e-05 3.62955e-05 0.000100706 0.000199594 -4.05453e-06 -8.70228e-05 5.4832e-06 1.10243e-05 3.49708e-06 5.64805e-05 -1.90411e-05 -9.97449e-06 -8.08604e-05 0 0.000120067
internal_weight=0 342 3423 293 243 191 133 3367 356 3011 2952 2899 876 2023 295 195 145 100
internal_count=3765 342 3423 293 243 191 133 3367 356 3011 2952 2899 876 2023 295 195 145 100
is_linear=0
shrinkage=0.0995203


Tree=9527
num_leaves=23
num_cat=0
split_feature=26 26 6 0 20 20 26 26 2 8 0 2 17 1 5 20 6 0 9 23 0 20
split_gain=0.00135744 0.00974137 0.000656603 0.000528446 0.000788773 0.000605151 0.000284304 0.000602889 0.00125283 0.00153944 0.000665971 0.00129793 0.0011843 0.00104172 0.00184669 0.000656747 0.00052428 0.00109766 0.00219896 0.000440072 0.000499948 0.000316833
threshold=-0.126245 -0.14859999999999998 -0.53620499999999993 -0.057604999999999996 -0.00059999999999999995 -0.096095 0.093245000000000022 0.098495000000000013 -0.073884999999999992 -0.077784999999999993 -0.071484999999999993 -0.072895000000000001 -0.0064000000000000003 -0.083284999999999984 -0.012164999999999999 -0.074879999999999988 0.11056500000000001 -0.08317999999999999 0.08888500000000002 0.086650000000000019 -0.233955 -0.14878999999999998
decision_type=2 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 5 -1 16 8 9 -8 13 -12 -13 -9 -15 -11 19 -18 -19 20 -4 -22
right_child=2 -3 6 -5 -6 -7 7 10 -10 15 11 12 -14 14 -16 -17 17 18 -20 -21 21 -23
leaf_value=0.00011182439716675676 -0.00037724153114808374 0.0015088994433156283 0.00027778277589634068 -0.0003181892437713464 0.00035774461657713002 -0.00035803947478885839 -0.00027121652874043058 -0.00046317517840945439 0.00052420692969125209 2.6548316722156701e-05 0.00043326613859049593 0.00023227196132275305 -0.00029381559736357468 -0.00014201154372370657 0.00048569013310191241 0.00055818063109672688 0.00017650601598562308 6.8399329173315105e-05 -0.000842229627071168 -0.00028094002943479881 -0.00024252875999251837 -2.3827586414900349e-06
leaf_weight=52 47 48 62 57 51 53 86 63 73 49 85 80 89 231 58 50 49 50 52 57 56 2267
leaf_count=52 47 48 62 57 51 53 86 63 73 49 85 80 89 231 58 50 49 50 52 57 56 2267
internal_value=0 0.000227487 -7.65291e-06 -5.74386e-05 3.25882e-05 -0.000117549 -2.39132e-06 4.6778e-05 0.000174306 3.18124e-05 -6.16542e-06 0.000115196 -3.99361e-05 -9.60644e-05 -1.32041e-05 0.000303319 -1.90905e-05 -0.000199271 -0.000387817 -7.61385e-06 -7.38277e-07 -8.52431e-06
internal_weight=0 261 3504 213 156 105 3457 864 258 185 606 254 169 352 289 99 2593 151 102 2442 2385 2323
internal_count=3765 261 3504 213 156 105 3457 864 258 185 606 254 169 352 289 99 2593 151 102 2442 2385 2323
is_linear=0
shrinkage=0.0995203


Tree=9528
num_leaves=25
num_cat=0
split_feature=20 18 8 8 11 26 4 4 21 4 17 3 8 4 21 4 26 8 26 17 21 21 21 4
split_gain=0.0177363 0.00613116 0.0154221 0.0660605 0.00201554 0.000945778 0.00071329 0.000977871 0.00145962 0.001707 0.000823897 0.000580913 0.000580041 0.000492329 0.0010963 0.000545703 0.000416202 0.00127413 0.000926293 0.000578846 0.000412289 0.00039429 0.000588159 0.000278451
threshold=-0.40431 -0.088855000000000003 -0.080224999999999991 -0.082244999999999999 -0.37931999999999999 0.083885000000000029 0.11670500000000002 0.10533000000000002 0.083050000000000027 0.10976000000000002 -0.031185000000000001 0.11896500000000003 -0.07743499999999999 0.08544000000000003 0.087785000000000016 0.079225000000000018 0.090545000000000028 -0.070134999999999989 0.097125000000000031 -0.467555 0.084260000000000015 0.11162500000000002 -0.0092899999999999996 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
left_child=-1 2 3 5 -3 -2 7 13 9 -9 -8 23 -13 15 -15 -6 17 -4 19 -18 -7 22 -19 -12
right_child=1 4 16 -5 6 20 10 8 -10 -11 11 12 -14 14 -16 -17 18 21 -20 -21 -22 -23 -24 -25
leaf_value=0.0018762832692564625 -0.00034011837995780549 -0.00058482038304553149 -0.0005475144891990281 0.0037513104510234268 -1.7651136951448785e-05 0.00032397477535629792 -0.00020145823883341944 -0.00094361896749535371 5.3494446440088192e-05 -0.00011767085637529429 -0.00014349902768667007 0.00015338256550003648 0.00054254007526081179 0.00029474449208230247 -0.00016020283232612018 -0.00033941261881556285 7.2940937234443649e-05 0.00027170368376633217 -0.00017156961750405985 0.00058146117757816378 -5.4486383831897553e-05 0.00023493133407350735 -0.0001179211758148953 0.00018916675370975829
leaf_weight=53 64 62 47 62 2055 58 60 47 84 58 54 105 68 144 80 54 51 46 59 46 50 61 214 46
leaf_count=53 64 62 47 62 2055 58 60 47 84 58 54 105 68 144 80 54 51 46 59 46 50 61 214 46
internal_value=0 4.2062e-05 0.000294308 0.000966074 -2.3205e-05 -3.31474e-05 -1.0722e-05 -2.90615e-05 -0.000246992 -0.000495178 0.000125715 0.00020062 0.000311078 -1.10557e-05 0.000128609 -2.62779e-05 -4.11693e-06 -6.3371e-05 0.000130414 0.000322534 0.000141181 4.96594e-06 -4.58389e-05 1.34099e-06
internal_weight=0 3675 758 234 2917 172 2855 2522 189 105 333 273 173 2333 224 2109 524 368 156 97 108 321 260 100
internal_count=3728 3675 758 234 2917 172 2855 2522 189 105 333 273 173 2333 224 2109 524 368 156 97 108 321 260 100
is_linear=0
shrinkage=0.0995203


Tree=9529
num_leaves=23
num_cat=0
split_feature=21 1 1 18 4 0 1 1 0 1 9 1 9 18 18 4 18 9 17 17 2 17
split_gain=0.0152141 0.00561943 0.0173616 0.0366722 0.00131103 0.000631954 0.000734489 0.00146763 0.000642981 0.000472181 0.000445565 0.000893877 0.000503567 0.000396807 0.000977295 0.000535485 0.000639206 0.000442786 0.000390649 0.000385331 0.000273376 0.000135631
threshold=-0.10962999999999999 -0.087944999999999995 -0.096749999999999989 -0.088855000000000003 0.15535000000000004 -0.26289499999999993 -0.07002499999999999 -0.075284999999999991 -0.071799999999999989 -0.090104999999999991 0.097200000000000022 -0.043804999999999997 0.098875000000000018 -0.060544999999999995 -0.10082999999999999 0.10353000000000002 0.085685000000000025 0.09518500000000002 -0.12118 0.070205000000000017 -0.097424999999999998 -0.50029000000000001
decision_type=2 2 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 -4 5 -3 7 8 -7 -5 11 -8 -12 14 18 17 -17 20 21 -9 -15 -2
right_child=1 4 3 9 -6 6 10 19 -10 -11 12 -13 -14 15 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=0.0014943966472541312 0 -0.00038898454928852676 0.0027525636594006686 -6.8712632686012957e-05 -0.00055901606484550176 -7.9380542136204041e-05 0.00028137245962402764 -0.00068920136133134458 0.0002717738924547278 0.0002931451627733274 -0.00037920640606782307 1.5496897499596762e-05 -3.4256354826847665e-05 0.00014343400012299074 -0.00043582478216424903 0.00051038265016332463 0 -0.00029930548478898997 -0.00021343144205482765 -0.00024264194215349829 -9.7548917272323305e-05 0.00022965258455418842
leaf_weight=72 54 46 78 87 46 573 138 46 56 58 48 1467 404 103 70 46 52 50 52 46 82 54
leaf_count=72 54 46 78 87 46 573 138 46 56 58 48 1467 404 103 70 46 52 50 52 46 82 54
internal_value=0 3.30689e-05 0.000268945 0.00101222 -3.12448e-05 -2.23581e-05 -1.59925e-05 -0.000102565 -4.68157e-05 7.03848e-05 1.39539e-05 3.88673e-05 -7.26994e-05 -2.40049e-05 -0.000125472 4.36191e-05 0.000240146 -3.48536e-05 5.1911e-06 -0.00047482 3.21949e-05 0.000118034
internal_weight=0 3656 786 223 2870 2824 2778 721 629 145 2057 1605 452 563 230 333 98 235 160 92 185 108
internal_count=3728 3656 786 223 2870 2824 2778 721 629 145 2057 1605 452 563 230 333 98 235 160 92 185 108
is_linear=0
shrinkage=0.0995203


Tree=9530
num_leaves=25
num_cat=0
split_feature=20 18 17 18 5 11 18 20 4 2 2 4 21 4 0 18 5 9 9 9 2 9 2 2
split_gain=0.0135658 0.00416835 0.00911827 0.00740957 0.0380869 0.0016123 0.00119792 0.00109103 0.000669156 0.0012659 0.00136749 0.000908132 0.00141901 0.00116425 0.000532811 0.000500747 0.000495283 0.000494922 0.00103499 0.00100181 0.000451817 0.000655043 0.000320868 0.000241668
threshold=-0.40431 -0.085454999999999989 0.048755000000000014 -0.092084999999999986 0.043850000000000007 -0.37931999999999999 -0.10303999999999999 -0.011659999999999998 0.11670500000000002 -0.049174999999999996 -0.015714999999999996 0.10533000000000002 0.083050000000000027 0.10976000000000002 -0.066264999999999991 -0.088579999999999992 -0.0054650000000000002 0.092465000000000033 0.091750000000000012 0.094085000000000016 0.096520000000000022 0.083760000000000015 -0.084674999999999986 -0.087129999999999999
decision_type=2 2 2 2 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 15 -3 20 -8 11 -10 -11 17 13 -13 -12 22 -17 18 -7 -19 21 -2 -5 -9
right_child=1 5 -4 4 -6 8 7 23 9 10 14 12 -14 -15 -16 16 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=0.0016364596047856565 -0.00026555762140846335 -0.00052972644841459702 0.001385109403103875 -0.00035742558966442382 0.0031729323292978106 -1.4144201108983664e-06 7.7755684895410761e-05 -0.00065555981584516508 0.00053931993684520798 -0.00038368990600558771 2.3997673353538638e-05 -0.00087176130376892742 4.8251919834788053e-05 -0.00017284358841824287 0.00036323942669877436 0.00037467312577744901 -6.1698114218436512e-05 -0.00034244064146568949 0.00041974170904477217 -2.7708750699792463e-05 0.00028142391986198551 5.5019152195444577e-05 0 -0.00030996487030482303
leaf_weight=53 80 62 62 48 46 1476 50 48 58 62 136 46 84 56 74 48 50 125 60 543 60 295 47 59
leaf_count=53 80 62 62 48 46 1476 50 48 58 62 136 46 84 56 74 48 50 125 60 543 60 295 47 59
internal_value=0 3.22876e-05 0.000219466 0.000131513 0.000599512 -2.7501e-05 -5.60421e-05 -0.000292147 -1.57522e-05 0.000116527 2.33626e-05 -3.43592e-05 -0.000245845 -0.000496068 0.000147438 -9.60171e-06 0.000143681 -1.61401e-05 1.4504e-05 -8.78287e-05 2.72908e-05 -1.11876e-05 -0.000176343 -0.000472649
internal_weight=0 3675 893 831 239 2782 592 157 2720 330 272 2390 186 102 210 193 98 2204 1536 668 435 375 95 107
internal_count=3728 3675 893 831 239 2782 592 157 2720 330 272 2390 186 102 210 193 98 2204 1536 668 435 375 95 107
is_linear=0
shrinkage=0.0995203


Tree=9531
num_leaves=22
num_cat=0
split_feature=6 1 1 18 11 1 4 6 2 3 1 6 6 3 18 18 4 3 4 1 3
split_gain=0.01464 0.00443173 0.0140327 0.029541 0.00147606 0.000595795 0.000530777 0.000459171 0.000905041 0.000810664 0.000804555 0.00053755 0.000924975 0.000553251 0.000444061 0.00105344 0.000498994 0.000495134 0.000382109 0.000381849 0.000330761
threshold=0.23663500000000004 -0.087944999999999995 -0.096749999999999989 -0.088855000000000003 -0.37931999999999999 0.50996500000000011 0.13481000000000004 0.090460000000000026 -0.078289999999999985 0.091295000000000029 -0.049499999999999995 0.087765000000000024 0.086420000000000011 0.085730000000000015 -0.060544999999999995 -0.10082999999999999 0.10662500000000001 0.10525500000000003 0.085990000000000025 -0.090104999999999991 0.09587500000000003
decision_type=2 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 -3 7 -7 11 9 -9 -10 12 -6 -13 15 18 17 20 -1 -5 -16
right_child=-2 4 3 19 5 6 -8 8 10 -11 -12 13 -14 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00016971044256026003 0.0017082138725024178 -0.0005844449044332549 0.0024660278386948432 -6.6340258926334372e-05 -1.3315005218319863e-05 -4.5417873177700977e-06 0.00035844339064354871 -9.5767986389512706e-05 -8.4090240023786562e-05 -0.00048052436880462792 0.00029838612942491641 0.00040750150927743674 -0.00038794899330525065 3.3899411888566279e-05 -2.5583424949043082e-05 -0.00046348636920419081 0.00024834004990672366 -0.00029094787426366602 0.00013826235420748851 0.00025894260881723134 0.00027088933533181859
leaf_weight=71 52 47 78 87 1848 76 75 135 272 99 68 57 68 145 141 68 88 55 91 58 49
leaf_count=71 52 47 78 87 1848 76 75 135 272 99 68 57 68 145 141 68 88 55 91 58 49
internal_value=0 2.6115e-05 0.000235766 0.000904024 -3.0621e-05 -2.11773e-05 0.000170328 -3.22233e-05 -0.000111327 -0.000262048 -5.18721e-06 -1.0399e-05 -2.70383e-05 0.000143374 -2.74717e-05 -0.000134716 4.41426e-05 -2.58605e-05 0 5.81272e-05 4.65668e-05
internal_weight=0 3676 786 223 2890 2843 151 2692 574 234 340 2118 1916 202 563 230 333 245 162 145 190
internal_count=3728 3676 786 223 2890 2843 151 2692 574 234 340 2118 1916 202 563 230 333 245 162 145 190
is_linear=0
shrinkage=0.0995203


Tree=9532
num_leaves=22
num_cat=0
split_feature=0 0 17 23 18 6 0 1 0 10 0 20 0 17 26 0 18 6 2 2 6
split_gain=0.00518153 0.020134 0.0412523 0.00255991 0.00139341 0.0019331 0.00195786 0.00115433 0.00110382 0.000853756 0.000823709 0.000582151 0.000611814 0.000533485 0.000840981 0.000619462 0.000520931 0.000441447 0.000351109 0.000312191 0.000395333
threshold=-0.096019999999999994 -0.10096999999999999 -0.0044799999999999987 -0.066844999999999988 -0.087724999999999984 0.085120000000000015 -0.080884999999999999 -0.098224999999999993 -0.26289499999999993 0.087275000000000019 -0.103645 -0.16109499999999999 -0.093765000000000001 0.12576000000000004 0.083235000000000017 -0.113275 -0.085454999999999989 -0.14051999999999998 0.097285000000000024 -0.071344999999999992 -0.049005
decision_type=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 -2 5 18 -7 -8 -1 11 13 -6 -13 15 -15 17 -14 -10 19 20 -5
right_child=3 2 -4 4 9 6 7 -9 10 -11 -12 12 16 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00055910123647597563 0.00071310748244479238 -0.0037141725208411167 -2.7962441883185903e-05 2.4438199438288677e-05 -0.00026588868098564969 -0.00088178025659649728 0.00019858360380514502 -0.00041567434950065687 0.00012283242830112232 -0.00035483228591477457 -0.00045341050480044104 0.0003234808024202133 0.00029753387195949126 -0.00044497817771746049 5.481031411172878e-05 0.00030728090996240534 1.3851907969289569e-05 -8.8953413063579841e-05 -0.00029210429936755891 0.00014423369528893411 -0.00017377051132181433
leaf_weight=48 47 49 79 225 65 62 46 82 135 60 50 71 67 71 58 62 1807 338 53 91 171
leaf_count=48 47 49 79 225 65 62 46 82 135 60 50 71 67 71 58 62 1807 338 53 91 171
internal_value=0 -0.000290107 -0.00144549 -1.46401e-05 -2.71482e-05 -0.00014547 -0.000419057 -0.00018853 -9.49532e-05 1.41834e-05 -6.26034e-05 2.56061e-05 3.57684e-05 -3.19423e-05 -0.000213921 1.04066e-05 2.44311e-05 -2.67764e-05 -4.76922e-05 -1.9412e-05 -5.90847e-05
internal_weight=0 890 128 2847 2800 730 190 128 762 2070 714 2010 1945 664 129 535 1874 473 540 487 396
internal_count=3737 890 128 2847 2800 730 190 128 762 2070 714 2010 1945 664 129 535 1874 473 540 487 396
is_linear=0
shrinkage=0.0995203


Tree=9533
num_leaves=29
num_cat=0
split_feature=0 0 9 24 18 6 0 21 0 21 2 4 6 18 18 4 5 18 9 2 5 2 9 8 6 8 18 18
split_gain=0.00420849 0.0163388 0.0503493 0.0024481 0.00112865 0.00134571 0.00139659 0.000949408 0.000781601 0.000588636 0.000710037 0.000699851 0.000575861 0.000496446 0.000543026 0.000437922 0.000862907 0.000434729 0.000424237 0.000772582 0.00173188 0.000928276 0.00106427 0.000872414 0.000645183 0.000725808 0.00143672 0.000900081
threshold=-0.096019999999999994 -0.10096999999999999 0.086115000000000011 -0.070455000000000004 -0.087989999999999985 0.085120000000000015 -0.078809999999999991 0.12208500000000003 -0.103645 0.090285000000000018 0.13896000000000006 0.10533000000000002 0.090195000000000011 -0.091109999999999983 -0.095799999999999982 0.096160000000000009 -0.13955999999999999 -0.12363 0.09227500000000001 -0.082954999999999987 -0.071044999999999983 -0.077544999999999989 0.095415000000000014 -0.069939999999999988 0.11413500000000003 -0.073999999999999996 0.090795000000000028 -0.019539999999999998
decision_type=2 2 2 2 2 2 2 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 13 12 8 9 10 11 -1 -7 14 17 16 -11 -5 24 20 -20 22 -21 -23 25 27 -27 -6
right_child=3 2 -4 4 18 6 -8 -9 -10 15 -12 -13 -14 -15 -16 -17 -18 -19 19 21 -22 23 -24 -25 -26 26 -28 -29
leaf_value=-6.4053517293522814e-05 0.00070639181181200023 -0.0039383140886358114 0.00016650836286226121 1.1521388329310769e-05 -0.0001484380867706002 -0.00088351247475346531 -4.4828538180678013e-05 -0.00045087428409652011 -0.00043433422171790053 1.7039385114462598e-05 0.00018978000182992503 -0.00039333556168301832 -0.0003669788305006303 -0.0003016973759692133 0.00030892879669682731 -5.7100889056199224e-05 0.00056795261700260389 -0.00021082262943134284 -0.00074599688823461148 0.00049315733346384837 0 -0.0002220789133077668 -9.1311667270762523e-05 6.5173259806478165e-05 0.00036873856227729386 0.00033499364326173989 -0.00020070392543248967 5.0063590322765807e-05
leaf_weight=285 46 46 82 296 315 47 79 65 49 76 75 86 54 69 46 78 48 120 48 71 90 198 51 216 58 176 67 800
leaf_count=285 46 46 82 296 315 47 79 65 49 76 75 86 54 69 46 78 48 120 48 71 90 198 51 216 58 176 67 800
internal_value=0 -0.000261419 -0.00130227 -1.31259e-05 -2.52346e-05 -0.000133636 -0.000369559 -8.55034e-05 -5.02556e-05 -1.99493e-05 -8.48624e-05 -0.00014259 -0.000615451 -5.21208e-05 -1.30745e-05 0.000119321 0.000236898 -5.06485e-05 1.12511e-05 -5.32018e-05 -0.000263196 0 0.00024212 -7.02309e-05 4.25081e-05 2.7972e-05 0.000183922 -5.28117e-06
internal_weight=0 890 128 2847 2801 711 180 762 697 648 446 371 101 531 462 202 124 416 2090 674 138 536 122 414 1416 1358 243 1115
internal_count=3737 890 128 2847 2801 711 180 762 697 648 446 371 101 531 462 202 124 416 2090 674 138 536 122 414 1416 1358 243 1115
is_linear=0
shrinkage=0.0995203


Tree=9534
num_leaves=23
num_cat=0
split_feature=0 0 9 4 18 6 0 18 21 2 10 5 21 21 20 18 0 6 18 18 18 20
split_gain=0.00341281 0.0132266 0.0408457 0.00182661 0.000890542 0.00107459 0.00116503 0.00085048 0.00116053 0.000811609 0.000795862 0.000824099 0.000790597 0.00122681 0.00070269 0.000574416 0.000542398 0.000457821 0.00040294 0.000439953 0.000353255 0.000237227
threshold=-0.096019999999999994 -0.10096999999999999 0.086115000000000011 0.14903500000000006 -0.087989999999999985 0.085120000000000015 -0.078809999999999991 0.089365000000000014 0.12208500000000003 0.096520000000000022 0.090150000000000022 0.40898000000000007 0.097380000000000022 0.085855000000000029 -0.16109499999999999 -0.10303999999999999 -0.093765000000000001 0.090195000000000011 -0.091109999999999983 -0.095799999999999982 -0.12363 -0.076364999999999988
decision_type=2 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 5 18 17 8 12 -9 11 14 13 15 -6 -1 -16 -7 19 20 -2 -14
right_child=3 2 -4 -5 10 6 -8 9 -10 -11 -12 -13 21 -15 16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00039298776124282379 1.0374778621970009e-05 -0.0035463723562091784 0.00014993749862419757 0.00055549707341548806 -0.00034118153713333935 -0.00079558512179357362 -3.1157497991726869e-05 0.00040422373961656412 -0.00060125230192247144 -6.5655575984070044e-05 -0.00039497034028999282 0.00043567773295348104 -2.0048982537310374e-05 -0.00050838231069799678 0.00028951001948551253 -2.07234512299449e-05 8.4398340007418685e-06 -0.00033045700203136323 -0.00027167252038409881 0.00027818414194755896 -0.00018984152835819465 0.00025518693614503754
leaf_weight=48 296 46 82 55 55 47 78 64 48 79 47 46 46 78 71 328 1863 54 69 46 120 71
leaf_count=48 296 46 82 55 55 47 78 64 48 79 47 46 46 78 71 328 1863 54 69 46 120 71
internal_value=0 -0.000235494 -0.00117203 -1.18662e-05 -2.33359e-05 -0.000119667 -0.000331311 -7.71011e-05 -0.000128327 0.000138915 9.12162e-06 1.88567e-05 -8.7138e-05 -0.000147471 8.80525e-06 -7.04238e-05 1.91816e-05 -0.000555008 -4.67803e-05 -1.14206e-05 -4.54121e-05 0.000139978
internal_weight=0 890 128 2847 2792 710 179 762 619 143 2082 2035 571 454 1989 376 1934 101 531 462 416 117
internal_count=3737 890 128 2847 2792 710 179 762 619 143 2082 2035 571 454 1989 376 1934 101 531 462 416 117
is_linear=0
shrinkage=0.0995203


Tree=9535
num_leaves=22
num_cat=0
split_feature=5 17 6 3 21 6 5 5 5 3 5 9 3 3 3 21 5 1 9 17 8
split_gain=0.00292993 0.0253049 0.0413662 0.00206392 0.00167657 0.000762117 0.000698376 0.00082277 0.000550879 0.00200222 0.000930935 0.000584411 0.000517965 0.000488602 0.000733207 0.000613616 0.000454725 0.000461503 0.000650136 0.000590317 0.000421008
threshold=-0.094469999999999985 -0.0046399999999999992 -0.092919999999999989 0.15537500000000004 0.12393500000000003 0.15358000000000002 -0.037239999999999995 -0.047864999999999998 -0.021739999999999999 0.087625000000000022 -0.017704999999999995 -0.089649999999999994 0.084065000000000015 0.10393500000000001 0.11896500000000003 0.094640000000000016 -0.10894 0.10924000000000002 0.10341500000000002 0.067035000000000025 -0.012839999999999999
decision_type=2 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 16 6 7 13 9 -8 -10 -12 -13 15 -15 20 17 19 -19 -3 -2
right_child=5 3 -4 -5 -6 -7 8 -9 10 -11 11 12 -14 14 -16 -17 -18 18 -20 -21 -22
leaf_value=7.8397509680361353e-05 7.3321848290982869e-06 0.00040245608163642943 -0.0039044698367346497 0.00050695951471507272 -0.0006367063926061993 -0.00029862824358638365 0.00026415849853276944 0.00038822580130718474 0.00033992468953695658 -0.00051224423571473205 0.00023013767960469494 0.00011112095597790072 -6.1965376118905722e-05 0.00044616832879557409 -4.9694372201756248e-05 -0.00030569263506668288 -0.00030435431409705436 -8.0009771318561651e-07 -0.0003041268456357776 1.3609341638874903e-06 0.00030435903172762848
leaf_weight=58 434 54 46 66 49 87 51 79 70 88 81 190 1522 67 48 56 56 369 88 124 54
leaf_count=58 434 54 46 66 49 87 51 79 70 88 81 190 1522 67 48 56 56 369 88 124 54
internal_value=0 -0.000214284 -0.00167538 -2.47396e-05 -7.32677e-05 -8.63014e-06 2.79065e-07 8.33268e-05 -2.9926e-05 -0.000221488 -1.51941e-05 -2.95147e-05 -4.22779e-05 4.55337e-05 0.000232081 4.59332e-06 -3.21286e-05 -6.8321e-06 -6.10001e-05 0.000127641 4.18774e-05
internal_weight=0 910 104 806 740 2827 2740 738 2002 139 1863 1793 1712 659 115 544 691 635 457 178 488
internal_count=3737 910 104 806 740 2827 2740 738 2002 139 1863 1793 1712 659 115 544 691 635 457 178 488
is_linear=0
shrinkage=0.0995203


Tree=9536
num_leaves=19
num_cat=0
split_feature=18 18 17 20 9 4 1 26 10 10 17 20 5 17 18 9 4 20
split_gain=0.00181924 0.0100587 0.00175735 0.00110923 0.0010849 0.00134586 0.00192684 0.000924244 0.000721452 0.000838463 0.000915835 0.000538048 0.000516271 0.000448389 0.000720511 0.000425092 0.000197382 0.000175539
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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 -3 5 6 -1 13 9 10 -5 -12 -8 15 -15 -6 -7 -14
right_child=1 3 -4 8 7 16 12 -9 -10 -11 11 -13 17 14 -16 -17 -18 -19
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leaf_weight=66 49 48 46 48 55 47 48 64 68 48 2751 88 46 54 48 55 47 59
leaf_count=66 49 48 46 48 55 47 48 64 68 48 2751 88 46 54 48 55 47 59
internal_value=0 3.79456e-05 -0.0001469 1.4956e-05 -9.90258e-05 -0.000226281 -0.000362194 4.23229e-05 2.28024e-05 3.04803e-05 2.33221e-05 3.08787e-05 -0.0001616 0.000144959 0.000295319 0 8.16599e-05 -0.000287259
internal_weight=0 3100 635 3051 589 313 219 276 3003 2935 2887 2839 153 212 102 110 94 105
internal_count=3735 3100 635 3051 589 313 219 276 3003 2935 2887 2839 153 212 102 110 94 105
is_linear=0
shrinkage=0.0995203


Tree=9537
num_leaves=18
num_cat=0
split_feature=20 18 18 17 20 3 22 10 10 17 5 21 3 8 9 6 5
split_gain=0.00152211 0.00140113 0.00912589 0.0015286 0.00148804 0.00152702 0.000706392 0.000788638 0.000753382 0.000714093 0.000526883 0.0006178 0.0013234 0.000595833 0.00044083 0.000272878 0.000151892
threshold=-0.40431 -0.092084999999999986 -0.090899999999999995 -0.22965499999999997 -1.0000000180025095e-35 0.087675000000000017 0.12975500000000004 0.090150000000000022 0.086275000000000018 -0.56368999999999991 0.41370500000000004 0.11678500000000003 0.11339500000000001 -0.062834999999999988 0.089645000000000016 0.082060000000000022 -0.012704999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 10 16 15 7 8 9 -4 14 12 -12 -13 -2 -6 -5
right_child=1 2 6 4 5 -7 -8 -9 -10 -11 11 13 -14 -15 -16 -17 -18
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leaf_weight=52 62 47 48 46 47 85 56 62 46 2804 62 47 50 52 70 48 51
leaf_count=52 62 47 48 46 47 85 56 62 46 2804 62 47 50 52 70 48 51
internal_value=0 1.33923e-05 4.12092e-05 -0.000122712 -0.000296757 -0.000466212 1.94898e-05 1.25787e-05 2.03589e-05 1.36179e-05 1.54561e-05 -7.94611e-05 -0.000241692 9.58038e-05 0.000173382 -0.00074265 9.25628e-06
internal_weight=0 3683 3063 620 277 180 3016 2960 2898 2852 343 211 112 99 132 95 97
internal_count=3735 3683 3063 620 277 180 3016 2960 2898 2852 343 211 112 99 132 95 97
is_linear=0
shrinkage=0.0995203


Tree=9538
num_leaves=16
num_cat=0
split_feature=18 18 17 6 17 6 2 22 10 10 26 26 2 21 17
split_gain=0.00120275 0.0065788 0.00130126 0.000653442 0.00062039 0.000989701 0.00057999 0.000619258 0.000592813 0.000580673 0.000546987 0.000391905 0.000332312 0.00103431 0.000323788
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 6 10 -6 7 8 9 -3 11 12 13 -1 -7
right_child=1 3 -4 -5 5 14 -8 -9 -10 -11 -12 -13 -14 -15 -16
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leaf_weight=80 49 2752 46 68 91 85 74 52 59 46 69 74 74 54 62
leaf_count=80 49 2752 46 68 91 85 74 52 59 46 69 74 74 54 62
internal_value=0 3.07713e-05 -0.000119517 1.21271e-05 -7.81151e-05 -0.000202233 1.93384e-05 2.65924e-05 2.00944e-05 2.69453e-05 3.71215e-06 6.74526e-05 0 -9.5998e-05 -0.000362604
internal_weight=0 3100 635 3051 589 238 2983 2909 2857 2798 351 282 208 134 147
internal_count=3735 3100 635 3051 589 238 2983 2909 2857 2798 351 282 208 134 147
is_linear=0
shrinkage=0.0995203


Tree=9539
num_leaves=26
num_cat=0
split_feature=20 0 0 17 17 17 4 2 21 17 17 0 3 5 26 27 5 17 1 26 8 8 20 3 3
split_gain=0.00116741 0.000857019 0.0115321 0.000944932 0.00120581 0.00113741 0.00122819 0.00183223 0.000764101 0.000607185 0.000940292 0.00071203 0.000640595 0.00108425 0.000638266 0.0005905 0.000683768 0.000574117 0.00041876 0.000407558 0.000374722 0.000441358 0.000897323 0.000431226 0.00025624
threshold=-0.40431 -0.08176499999999999 -0.082135 -0.049834999999999997 -0.040099999999999997 -0.22965499999999997 0.086545000000000025 -0.078670000000000004 0.13042000000000004 -0.052269999999999997 -0.067015000000000005 -0.100285 0.083875000000000019 -0.028405 0.089795000000000028 0.10153000000000002 -0.068984999999999991 -0.09744499999999999 -0.079844999999999985 0.097315000000000026 -0.080724999999999991 -0.07034 -0.077044999999999988 0.091295000000000029 0.088385000000000033
decision_type=2 2 2 2 2 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 -5 20 7 17 9 10 11 -2 13 -11 -14 16 18 -7 -6 -18 -3 22 -22 -23 -8
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leaf_weight=52 185 70 50 48 46 104 60 50 65 102 50 342 916 46 278 51 254 84 237 176 48 47 48 275 51
leaf_count=52 185 70 50 48 46 104 60 50 65 102 50 342 916 46 278 51 254 84 237 176 48 47 48 275 51
internal_value=0 1.13097e-05 5.471e-05 -4.17269e-05 3.39821e-05 -0.000116153 -0.000253507 -0.000381147 1.6674e-05 4.87439e-06 9.06153e-05 4.97562e-05 -3.13804e-05 -0.00022685 -6.46566e-06 2.50616e-06 -1.98124e-05 -0.000232887 -0.000140797 5.79087e-05 -1.62441e-05 -5.34745e-05 -0.000240802 0 1.27956e-05
internal_weight=0 3683 2034 1649 812 837 349 238 1984 1919 577 527 1342 148 1194 764 713 188 283 430 488 418 96 322 111
internal_count=3735 3683 2034 1649 812 837 349 238 1984 1919 577 527 1342 148 1194 764 713 188 283 430 488 418 96 322 111
is_linear=0
shrinkage=0.0995203


Tree=9540
num_leaves=25
num_cat=0
split_feature=19 8 8 8 8 10 0 0 8 4 0 5 2 17 5 21 2 8 26 2 4 17 27 0
split_gain=0.013624 0.00396895 0.0118539 0.00191631 0.00781043 0.00171084 0.001986 0.00479596 0.00572533 0.00148235 0.000677312 0.00124679 0.000694287 0.000587356 0.000922563 0.000998461 0.000559774 0.000370854 0.000767707 0.000683889 0.000441255 0.00058023 0.000346064 0.000288559
threshold=0.14107000000000006 -0.088634999999999992 -0.089594999999999994 -0.093384999999999982 -0.091914999999999983 0.086175000000000015 -0.084894999999999984 -0.083995 -0.084394999999999984 0.10606500000000003 -0.082494999999999999 -0.021235 -0.071629999999999985 0.07134500000000002 -0.025879999999999997 0.084095000000000017 -0.078129999999999991 -0.11257499999999999 0.084100000000000022 -0.079555000000000001 0.14699000000000004 0.056905000000000011 -1.0000000180025095e-35 -0.087184999999999999
decision_type=2 2 2 2 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 17 -5 6 13 8 -8 -7 11 -9 -12 22 15 -15 -6 20 -19 -20 21 -1 -3 -24
right_child=-2 5 -4 4 16 9 7 10 -10 -11 12 -13 -14 14 -16 -17 -18 18 19 -21 -22 -23 23 -25
leaf_value=1.693996267365669e-05 0.0017096028204838451 -0.00024539476646245683 0.0016335263355522478 0.0012615495886725359 9.5200257965480218e-05 0.00074155778632066516 -0.001604104968721881 -0.00028356444693850745 -5.6404814950723465e-05 -1.3220347317063358e-05 -0.00016258501994033923 0.000333119001048197 -1.5958538501919643e-05 -0.00025275731133140715 0.00057402159287624774 0.00029365992618817974 -0.00030860542548801764 -0.00045990644992422114 0.00015301093165800148 -0.00026817678808199519 -0.00020510672267565568 0.00030310003454240685 5.1475381957744937e-05 -0.00010213201978082499
leaf_weight=242 47 51 53 65 91 49 47 49 50 50 957 92 500 56 49 79 53 46 105 60 51 103 641 147
leaf_count=242 47 51 53 65 91 49 47 49 50 50 957 92 500 56 49 79 53 46 105 60 51 103 641 147
internal_value=0 4.17455e-06 0.000190313 9.55711e-05 0.00035554 -5.29555e-05 -6.80099e-05 -0.000134212 -0.000814761 0.000352088 -9.23902e-05 0.000113005 -0.000112829 4.08801e-05 0.000202021 6.09341e-05 -4.77378e-05 4.71092e-06 -0.00010038 0 6.27736e-05 0.000104746 4.56485e-06 2.17813e-05
internal_weight=0 3686 869 816 209 2817 2718 1695 97 99 1598 141 1457 1023 184 135 144 607 211 165 396 345 839 788
internal_count=3733 3686 869 816 209 2817 2718 1695 97 99 1598 141 1457 1023 184 135 144 607 211 165 396 345 839 788
is_linear=0
shrinkage=0.0995203


Tree=9541
num_leaves=25
num_cat=0
split_feature=19 17 17 17 5 26 8 10 0 3 26 26 1 26 2 2 6 8 9 9 8 2 8 6
split_gain=0.0110478 0.003588 0.0305146 0.00305238 0.00759977 0.00127588 0.000809647 0.000761382 0.00096537 0.000759455 0.000859661 0.00120857 0.00245965 0.00168506 0.000727853 0.000688451 0.000658025 0.000554207 0.000491922 0.00228221 0.00035315 0.000337393 0.000295769 0.000277179
threshold=0.14107000000000006 0.064745000000000011 0.077740000000000017 0.0036400000000000009 -0.020485 0.11724000000000002 -0.08731499999999999 0.088385000000000019 -0.082604999999999998 0.10134000000000003 0.083705000000000016 0.088245000000000032 -0.0088199999999999997 0.09032500000000003 0.31326500000000007 -0.046564999999999995 0.089090000000000016 0.097995000000000013 0.11408000000000003 0.10646500000000002 0.0073150000000000012 -0.074304999999999996 -0.016289999999999999 -0.11191
decision_type=2 2 2 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 -5 8 14 10 22 12 -12 -13 20 21 -8 -9 19 -10 -1 -11 -4 -17
right_child=-2 2 9 4 -6 -7 16 17 18 15 11 13 -14 -15 -16 23 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=5.1642481844101934e-06 0.0015394627584482746 0.0025001700971656335 -0.00032574134493300376 -0.00029441492746244897 -0.0013598736259314323 -0.0004907592451973557 0 6.6049076438049845e-06 -9.8631577243894528e-05 -0.00012915833614669971 0.00087505503796396944 -0.00046567370680912154 0 0.00018079965811061019 0.00039169440146439899 0.00021861686318089068 0.0004519544038599261 0.00050297323773446784 -0.00032754921758426251 0.0006079777608661767 0.00021064595270300812 -0.00050431284544595362 -2.9114968541141303e-06 -0.0001032245184005244
leaf_weight=1179 47 53 46 52 59 61 80 48 1083 60 61 51 63 181 55 50 50 48 80 47 90 50 86 53
leaf_count=1179 47 53 46 52 59 61 80 48 1083 60 61 51 63 181 55 50 50 48 80 47 90 50 86 53
internal_value=0 3.6928e-06 0.000197521 -4.58732e-05 -0.000345621 -9.59935e-05 3.18203e-05 -1.11422e-05 -2.18631e-05 2.2258e-05 9.16913e-05 0.000173082 0.00042453 3.51584e-05 3.64254e-05 -0.000132976 0.000168612 0.000263317 -8.63198e-05 -6.85172e-05 2.03825e-05 -0.000307125 -0.000121615 4.50614e-05
internal_weight=0 3686 754 2932 302 243 182 2630 2534 701 488 356 124 232 1324 213 130 96 1210 1130 1269 110 132 103
internal_count=3733 3686 754 2932 302 243 182 2630 2534 701 488 356 124 232 1324 213 130 96 1210 1130 1269 110 132 103
is_linear=0
shrinkage=0.0995203


Tree=9542
num_leaves=23
num_cat=0
split_feature=19 17 17 17 18 0 26 10 0 18 0 26 2 27 4 21 2 4 26 10 0 18
split_gain=0.0089881 0.00285098 0.0247942 0.00248509 0.00768053 0.0013397 0.00091678 0.000621134 0.000784834 0.000672846 0.00108167 0.000594075 0.000589411 0.000571495 0.000387901 0.000382471 0.000549943 0.000632474 0.000378196 0.000284265 0.00025052 0.000192483
threshold=0.14071500000000006 0.064745000000000011 0.077740000000000017 0.0036400000000000009 -0.073454999999999993 -0.074094999999999994 0.091570000000000026 0.088385000000000019 -0.082604999999999998 0.089505000000000015 -0.070134999999999989 0.095525000000000013 0.31326500000000007 0.088875000000000023 0.086105000000000029 0.087705000000000019 -0.087444999999999995 0.081905000000000019 0.056820000000000016 0.096480000000000024 -0.08317999999999999 0.092750000000000013
decision_type=2 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 18 8 12 11 -11 -10 14 15 -1 16 -4 -18 -6 -9 21 -17
right_child=-2 2 13 4 5 -7 -8 19 9 10 -12 -13 -14 -15 -16 20 17 -19 -20 -21 -22 -23
leaf_value=4.8756867858430633e-05 0.0013599258709725373 0.0022513526830596057 0.00035345490057058491 -0.0014394919471966724 9.3679406843236206e-05 -0.00045597792807175529 0.00037896833962605567 0.00041195125216841617 -7.3878387677787943e-05 0.00042293538214702582 -5.7465312832660214e-05 -0.00027127996758743506 0.00035271291979832847 -0.00030134550990767333 -8.208023302039733e-05 -0.00011896068192560377 -5.2036939312829132e-06 0.0003458075571107834 -0.00025099929255418282 4.6913294374765954e-05 -0.00022785823085941275 0.00013863343255986852
leaf_weight=981 49 53 69 50 53 70 59 48 790 64 162 194 55 51 288 55 338 59 70 48 68 59
leaf_count=981 49 53 69 50 53 70 59 48 790 64 162 194 55 51 288 55 338 59 70 48 68 59
internal_value=0 2.86437e-06 0.000175943 -4.12476e-05 -0.000311718 -8.47049e-05 5.35945e-05 -9.87847e-06 -1.95908e-05 -7.77292e-05 7.49552e-05 -0.000113629 3.29234e-05 1.74084e-05 1.84182e-05 4.37589e-05 9.23438e-05 4.48997e-05 -9.58237e-05 0.00023796 -7.61419e-05 7.17464e-06
internal_weight=0 3684 752 2932 302 252 182 2630 2534 1210 226 984 1324 699 1269 648 466 397 123 96 182 114
internal_count=3733 3684 752 2932 302 252 182 2630 2534 1210 226 984 1324 699 1269 648 466 397 123 96 182 114
is_linear=0
shrinkage=0.0995203


Tree=9543
num_leaves=27
num_cat=0
split_feature=19 8 8 18 18 8 8 5 5 3 3 18 23 6 4 2 8 18 2 21 26 18 21 8 20 18
split_gain=0.00729523 0.0028791 0.0093966 0.00434511 0.025479 0.00079327 0.00105788 0.00138587 0.00132798 0.00113674 0.00100955 0.000908111 0.00087829 0.000768805 0.000889003 0.00064235 0.000728275 0.00136882 0.000861685 0.00074287 0.000543018 0.000507465 0.000490059 0.00069008 0.000467032 0.000376408
threshold=0.14107000000000006 -0.084674999999999986 -0.084184999999999996 0.088735000000000022 0.092750000000000013 -0.046889999999999994 -0.074504999999999988 -0.0089549999999999994 -0.0063549999999999995 0.090360000000000024 0.11693000000000002 -0.011569999999999999 -0.046924999999999994 0.15358000000000002 0.10300500000000003 -0.084154999999999994 -0.086404999999999996 -0.01205 -0.085374999999999993 -0.0092899999999999996 0.08734500000000002 0.10361000000000002 -0.072824999999999987 -0.51030999999999993 -0.082220000000000001 0.11061000000000003
decision_type=2 2 2 2 2 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 6 7 11 -9 -8 -11 -4 -7 14 -14 16 18 -18 19 -1 21 -6 -17 -24 -25 -22
right_child=-2 2 5 4 20 12 9 8 -10 10 -12 -13 13 -15 -16 22 17 -19 -20 -21 25 -23 23 24 -26 -27
leaf_value=-0.00040969819560173723 0.0012509151573979538 -0.0013863213880516815 0.00029865818260178681 0.0022696604935392647 0.00040013135288460741 -0.00037179657875535498 0.00017788532099067411 -0.00064383386838896362 -7.6656522128408766e-05 -0.00038658416469949329 0 -2.1078994446265511e-05 1.5853802443587772e-05 -0.00029485618611959361 0.00023951878462429501 -0.00033416450951111615 0.00057994348881444267 -7.1958907758430766e-05 0.00036029452140962337 2.9034301048146064e-05 -0.00032631317565452847 0 0.00035189887073797278 0.00020507405505340682 -8.5549087062678048e-05 1.0679575432010369e-05
leaf_weight=49 47 52 162 61 49 52 59 47 363 262 94 183 791 61 230 53 77 51 59 162 59 84 46 61 455 64
leaf_count=49 47 52 162 61 49 52 59 47 363 262 94 183 791 61 230 53 77 51 59 162 59 84 46 61 455 64
internal_value=0 2.88454e-06 -6.29723e-05 0.000120161 0.000441837 -3.27497e-05 -9.03977e-05 -1.90463e-05 -0.000143671 -0.000218233 -0.000286181 0.000126686 2.60065e-05 4.58812e-05 6.70405e-05 1.86898e-05 0.000117768 0.000313806 2.1799e-05 -6.89718e-05 3.10277e-06 0.000145589 -4.40976e-05 -1.52859e-05 -4.9606e-05 -0.000144312
internal_weight=0 3686 2356 1330 317 2304 1170 755 410 415 356 345 1134 1082 1021 1013 398 128 270 211 256 133 615 562 516 123
internal_count=3733 3686 2356 1330 317 2304 1170 755 410 415 356 345 1134 1082 1021 1013 398 128 270 211 256 133 615 562 516 123
is_linear=0
shrinkage=0.0995203


Tree=9544
num_leaves=28
num_cat=0
split_feature=3 3 3 2 17 6 4 9 3 8 8 0 9 0 3 3 2 3 0 38 36 17 6 8 2 18 3
split_gain=0.00273111 0.00741922 0.00294609 0.0110459 0.00225068 0.00157798 0.00252248 0.00125695 0.0023751 0.0011561 0.00469248 0.00126962 0.00110138 0.00111525 0.00102212 0.00100944 0.00095885 0.000791434 0.000625522 0.000458117 0.000478764 0.000724271 0.000894854 0.000671566 0.000597481 0.00150734 0.00042349
threshold=0.084505000000000011 0.084145000000000011 0.085505000000000012 -0.086934999999999998 -0.011174999999999999 0.086420000000000011 0.14699000000000004 0.09518500000000002 0.096385000000000012 -0.074504999999999988 -0.052214999999999998 -0.078664999999999999 0.097035000000000024 -0.070134999999999989 0.087515000000000023 0.087825000000000028 -0.06454 0.08844500000000001 -0.085894999999999985 -0.080750000000000002 0.088355000000000031 -0.011809999999999999 0.085570000000000021 -0.088304999999999995 -0.087444999999999995 -0.0087699999999999983 0.086850000000000024
decision_type=2 2 2 2 2 2 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 -2 -5 6 14 8 9 11 -11 -7 -9 -14 18 -16 -15 -17 26 -1 21 22 23 -21 -23 -26 -4
right_child=2 -3 5 4 -6 7 -8 12 -10 10 -12 -13 13 16 15 17 -18 -19 -20 20 -22 24 -24 -25 25 -27 -28
leaf_value=-0.0001980886389835573 -0.0017703765223937649 0.0011489296855399247 -6.9633449149639895e-06 0.00034761761983598732 -0.0003910577507567294 -0.00016957787040776661 -0.00067750649036557142 0.00034325164430271224 -0.00073933942376928203 -0.0012038307848476549 7.1062432489899191e-05 0.00023824411496399257 -0.00040325696502204773 0.00041274983577464748 -0.00045259946676700009 0.00032167458140305085 -0.00014422388265202053 -1.3187010632487743e-05 0.00050864827287964824 0.00026231935947399723 0.00036287817862978416 0.00011703160971953785 0.00052560746297443622 -0.00025323293730592286 -0.00068686394386182985 4.7047045038848551e-05 0.00035100773520752623
leaf_weight=79 48 66 94 75 89 437 54 76 81 48 68 90 76 51 50 73 74 1642 57 51 47 64 50 49 47 63 47
leaf_count=79 48 66 94 75 89 437 54 76 81 48 68 90 76 51 50 73 74 1642 57 51 47 64 50 49 47 63 47
internal_value=0 0.000163362 -8.28431e-05 -0.000442033 -4.82573e-05 -5.73405e-05 -6.2223e-06 -0.000159525 -0.000228594 -0.000162981 -0.000449423 -9.83775e-05 1.80457e-05 -0.000100845 1.1827e-05 -1.17852e-05 7.64725e-05 5.89249e-07 0.000226443 1.69923e-05 6.49978e-05 1.926e-05 0.000181668 1.51247e-06 -0.000116042 -0.000259091 0.000106555
internal_weight=0 516 3230 212 164 3018 2017 1001 724 643 116 527 277 201 1963 1765 125 1715 198 450 371 324 150 100 174 110 141
internal_count=3746 516 3230 212 164 3018 2017 1001 724 643 116 527 277 201 1963 1765 125 1715 198 450 371 324 150 100 174 110 141
is_linear=0
shrinkage=0.0995203


Tree=9545
num_leaves=22
num_cat=0
split_feature=28 3 1 6 21 8 8 0 0 0 1 3 0 19 3 1 0 8 6 1 8
split_gain=0.00823998 0.00201519 0.00775656 0.00119083 0.00151769 0.00145609 0.00223262 0.00256757 0.000915135 0.000880575 0.000873924 0.00195699 0.000610012 0.000560171 0.000325223 0.000301312 0.00038816 0.000665949 0.000350401 0.000205773 7.49352e-05
threshold=0.080375000000000016 0.084235000000000018 -0.16272499999999998 0.038300000000000008 -0.032064999999999996 0.096835000000000018 0.24853500000000003 -0.057604999999999996 -0.071799999999999989 -0.069294999999999982 -0.047239999999999997 0.094685000000000033 0.12387500000000003 0.13722000000000004 0.092635000000000023 -0.085349999999999995 -0.093765000000000001 -0.085605000000000001 0.085570000000000021 -0.078954999999999984 -0.090274999999999994
decision_type=2 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 12 7 -7 10 -10 11 -6 13 14 -3 18 20 -18 -4 -11 -17
right_child=-2 3 15 4 8 6 -8 -9 9 19 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22
leaf_value=0.0012284504622710379 -0.0010369111818383857 7.6909571265744797e-05 -3.1208811018248805e-05 -0.0006210837648839945 -0.00011401925815585256 0 0.00024584149027388102 -0.00091920481942587499 0.00044022691369016264 -0.00015671209949265125 0.00020839901423099953 -0.00057101677017555911 0.00032561976045395125 -0.00030978001438251932 -1.1741721484350582e-05 4.6524732755647207e-06 5.7772905818923668e-05 -0.00032299277556277278 0.00029481334845491927 5.6511206425183331e-05 0.00020144200494732432
leaf_weight=60 81 689 55 59 783 56 55 68 51 73 63 107 65 51 981 47 85 91 68 110 48
leaf_count=60 81 689 55 59 783 56 55 68 51 73 63 107 65 51 981 47 85 91 68 110 48
internal_value=0 -2.167e-05 0.000174188 -4.96171e-05 -0.000125733 -9.35908e-07 -0.000271942 -0.000508206 -0.000100421 7.36232e-05 -0.000144015 -0.000169881 2.5767e-05 1.39663e-05 2.43434e-05 1.15627e-05 -4.47892e-05 -0.000134449 0.000142376 -2.40717e-05 0.0001127
internal_weight=0 3665 454 3211 1246 1965 179 124 1187 234 953 890 1786 1721 1670 394 271 176 123 183 95
internal_count=3746 3665 454 3211 1246 1965 179 124 1187 234 953 890 1786 1721 1670 394 271 176 123 183 95
is_linear=0
shrinkage=0.0995203


Tree=9546
num_leaves=21
num_cat=0
split_feature=28 2 27 18 1 6 18 9 17 0 17 17 5 18 1 19 9 29 21 1
split_gain=0.00668163 0.00187485 0.00912358 0.0016728 0.00125206 0.00144165 0.00180323 0.00112962 0.00203074 0.00124129 0.000909008 0.00262916 0.000809951 0.000717297 0.000863917 0.0004942 0.000363792 0.00234787 0.00165629 0.000167659
threshold=0.080375000000000016 -0.097424999999999998 0.085370000000000015 -0.14624999999999996 0.62916000000000016 0.041585000000000011 -0.09053499999999999 0.09550500000000002 -0.47367999999999999 0.019150000000000004 -0.015464999999999998 -0.010655 -0.004089999999999999 -0.097059999999999994 -0.090939999999999993 0.13722000000000004 0.11408000000000003 0.098035000000000025 0.099685000000000024 -0.096749999999999989
decision_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 15 13 8 -5 -9 12 -12 -8 -7 -15 16 17 -3 -18 -10
right_child=-2 4 -4 7 -6 6 10 9 19 -11 11 -13 -14 14 -16 -17 18 -19 -20 -21
leaf_value=-0.00054025642062291695 -0.00093371758401125193 1.83481952130879e-05 0.0013706819960287301 0.00072861150498039744 -0.00054206292735301941 -0.0001420350407905855 0.00017082838746690311 7.0438694969052919e-05 0.0001492238496946344 -0.00057003531972214306 -0.00084144819370966231 -9.0839243126211006e-05 -0.00010387536807447014 -0.00092645474964815535 -0.00028514263306519098 -0.00026926306104472911 -0.00060113214669871957 0.00072550384724067742 0.00019533112078570786 -4.3229667290575988e-05
leaf_weight=49 81 1632 55 57 50 55 223 81 78 46 50 692 200 47 46 57 46 48 57 96
leaf_count=49 81 1632 55 57 50 55 223 81 78 46 50 692 200 47 46 57 46 48 57 96
internal_value=0 -1.94606e-05 0.000167574 2.98029e-06 -4.6694e-05 -3.85788e-05 -0.000118324 7.96206e-05 0.000212209 -0.000155098 -7.59074e-05 -0.000142523 3.90095e-05 -0.000446683 -0.000618049 1.78817e-05 2.75204e-05 3.90399e-05 -0.000152423 3.83379e-05
internal_weight=0 3665 462 407 3203 3153 1313 358 231 127 1165 742 423 148 93 1840 1783 1680 103 174
internal_count=3746 3665 462 407 3203 3153 1313 358 231 127 1165 742 423 148 93 1840 1783 1680 103 174
is_linear=0
shrinkage=0.0995203


Tree=9547
num_leaves=11
num_cat=0
split_feature=26 0 26 17 10 17 0 0 6 2
split_gain=0.00596284 0.00952308 0.00684922 0.00138099 0.000826105 0.001305 0.000632288 0.00144359 0.000535938 0.000231644
threshold=-0.16205499999999998 -0.060944999999999999 -0.126245 -0.5696199999999999 0.090150000000000022 -0.55286000000000002 -0.095649999999999999 -0.10096999999999999 0.090460000000000026 -0.095204999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 -4 5 -5 7 -7 -8 -1
right_child=2 -3 3 4 -6 6 8 -9 -10 -11
leaf_value=0 0.00092692552107412666 -0.0017022738885603161 -0.00049789763606362437 0.00044668934466632305 -0.00038903967860137972 -1.7579136311043355e-06 -1.810627102085571e-05 0.00036165104138764743 -0.00012344856697861652 -0.00027653601184708779
leaf_weight=74 76 54 61 60 59 674 1854 128 657 49
leaf_count=74 76 54 61 60 59 674 1854 128 657 49
internal_value=0 -0.000599489 -7.41503e-06 -2.79786e-05 -1.93878e-05 -1.26792e-05 -2.12457e-05 5.52218e-05 -4.5995e-05 -0.000108683
internal_weight=0 177 3569 3493 3432 3373 3313 802 2511 123
internal_count=3746 177 3569 3493 3432 3373 3313 802 2511 123
is_linear=0
shrinkage=0.0995203


Tree=9548
num_leaves=23
num_cat=0
split_feature=9 9 7 9 2 9 8 21 21 3 18 1 3 3 17 18 0 0 9 8 18 5
split_gain=0.00121957 0.0171361 0.00075302 0.000722797 0.00114901 0.000994188 0.00254639 0.000549708 0.0011135 0.00054451 0.000885586 0.00091012 0.000551804 0.000904383 0.000868618 0.000540926 0.000433469 0.001315 0.00125061 0.000433077 0.000870711 0.000396419
threshold=0.083955000000000016 0.083760000000000015 -0.10984999999999999 0.084515000000000021 -0.085944999999999994 0.08488500000000003 -0.084915000000000004 -0.091649999999999995 -0.075024999999999994 0.087385000000000032 -0.016464999999999997 -0.084204999999999988 0.088055000000000022 0.088385000000000033 -0.067864999999999995 0.15891500000000006 -0.085794999999999996 -0.09937 1.0000000180025095e-35 -0.090809999999999988 0.087505000000000013 -0.091729999999999992
decision_type=2 2 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 -5 -4 -9 10 11 -7 14 -14 -11 -15 17 -10 -18 20 -12 -21
right_child=3 -3 7 5 -6 9 -8 8 16 12 19 -13 13 15 -16 -17 18 -19 -20 21 -22 -23
leaf_value=-0.00032064331834529014 -0.00051924054401998457 0.0018048963541826518 -0.0002788529061811625 0.00070138762371701015 3.1609369699281742e-05 -0.00057494837186748313 -0.00016527346676932075 0.00052616780440556898 1.2699036916599091e-05 0.00053299682285970961 9.1626388763558434e-05 -2.3876647219635456e-05 -0.00043135344018059032 1.5462898658748414e-05 -1.0190134071821213e-05 -0.00024209245329062442 1.9296076293340653e-05 0.00040151721479434859 -0.00050681040434656134 -0.00015097345381335204 -0.00049333189354085899 0.00015817212094676526
leaf_weight=60 71 56 50 66 74 72 66 48 420 49 48 56 49 1599 65 85 407 110 50 57 49 134
leaf_count=60 71 56 50 66 74 72 66 48 420 49 48 56 49 1599 65 85 407 110 50 57 49 134
internal_value=0 0.000104897 2.10378e-05 -1.66277e-05 -0.000232472 -3.21806e-06 0.000261855 4.06871e-05 5.69148e-05 -1.90415e-05 -0.000121966 -0.00034025 3.69693e-06 -9.80325e-06 0.000216104 1.97665e-06 3.32645e-05 9.49418e-05 -3.64736e-05 -2.21077e-05 -0.000195429 6.1628e-05
internal_weight=0 1201 1145 2540 145 2395 132 1085 1035 2263 416 128 1847 1733 114 1684 987 530 457 288 97 191
internal_count=3741 1201 1145 2540 145 2395 132 1085 1035 2263 416 128 1847 1733 114 1684 987 530 457 288 97 191
is_linear=0
shrinkage=0.0995203


Tree=9549
num_leaves=17
num_cat=0
split_feature=8 8 8 8 24 19 2 2 2 9 0 3 26 9 1 2
split_gain=0.00109021 0.0168337 0.000502483 0.000685396 0.000428409 0.000498304 0.000517395 0.000546665 0.000415498 0.000158921 0.000375927 0.000360709 0.000303216 0.000350249 0.000326406 0.000711527
threshold=-0.092094999999999996 -0.093384999999999982 -0.090969999999999995 -0.089984999999999996 0.083550000000000027 0.13722000000000004 -0.082025000000000001 -0.082294999999999993 -0.081665000000000001 0.089645000000000016 1.0000000180025095e-35 0.095630000000000021 0.087625000000000022 0.087295000000000025 -0.078954999999999984 0.31326500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 -4 5 6 7 -5 -8 10 12 -11 14 -14 -1 -16
right_child=2 -3 3 4 -6 -7 8 -9 -10 11 -12 -13 13 -15 15 -17
leaf_value=0.00017127666347009483 -0.00027632103680615014 0.0018916278495226815 0.00032094032250983028 -2.719377426721266e-05 -0.00029168502254478502 -0.00028210168758676296 0.00033067068969354764 -0.00035005424815627481 3.3759362496938079e-05 -0.0002593362577842927 -0.00020791207163721413 3.9835183093633334e-05 4.5660140675030876e-05 0.00040321598143368709 -0.00024987249820652291 0.00013251589938313954
leaf_weight=77 66 50 65 1203 51 61 49 55 1534 72 60 81 79 47 104 87
leaf_count=77 66 50 65 1203 51 61 49 55 1534 72 60 81 79 47 104 87
internal_value=0 0.000136358 -4.62264e-06 1.04783e-06 -5.71628e-06 -4.08541e-07 5.35164e-06 -4.196e-05 4.34671e-05 -6.87917e-06 2.12173e-05 -9.56009e-05 5.81879e-05 0.000185531 0 -7.14096e-05
internal_weight=0 657 3084 3018 2953 2902 2841 1258 1583 607 454 153 394 126 268 191
internal_count=3741 657 3084 3018 2953 2902 2841 1258 1583 607 454 153 394 126 268 191
is_linear=0
shrinkage=0.0995203


Tree=9550
num_leaves=22
num_cat=0
split_feature=3 3 0 28 17 0 3 0 6 17 7 19 17 17 5 2 26 3 1 4 17
split_gain=0.000901756 0.0072488 0.0112017 0.000958335 0.000826926 0.00105359 0.000871443 0.00135361 0.00174658 0.000638021 0.000560819 0.000378653 0.00035202 0.000605439 0.00135334 0.000599164 0.000804841 0.000719328 0.000496071 0.000272298 0.00052364
threshold=0.085730000000000015 0.084895000000000012 -0.083694999999999992 0.094675000000000023 -0.14384499999999997 0.019150000000000004 0.083955000000000016 -0.087184999999999999 0.086965000000000028 -0.17385999999999999 -0.10984999999999999 0.13722000000000004 0.24923500000000007 0.067035000000000025 -0.025879999999999997 -0.074304999999999996 0.096980000000000025 0.09587500000000003 -0.083284999999999984 0.12631500000000004 -0.010239999999999999
decision_type=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 9 6 19 -8 -9 -1 -2 12 13 18 -15 17 -17 -14 -12 20 -6
right_child=3 2 -4 -5 5 -7 7 8 -10 -11 11 -13 15 14 -16 16 -18 -19 -20 -21 -22
leaf_value=0 -0.00035891312297667885 0 0.0017891208584274426 0.00043430928575345916 0.00017916775518328766 -0.00050759070549613963 0.00013982227071074747 -2.1813253144312942e-05 -0.0008383721008896715 0.00049813194041723699 -8.3602611096390779e-05 -0.00023842584436793948 0.00011461255758896684 -0.00034779353677203632 0.00018929215667221194 0.00037800765917450879 -4.6016870186488033e-05 -0.00028594934480426801 2.5618741998135241e-05 0.00026109574240226605 -0.00012536057408247487
leaf_weight=53 46 84 60 48 106 53 64 55 53 46 543 69 116 146 66 115 67 71 1704 59 117
leaf_count=53 46 84 60 48 106 53 64 55 53 46 543 69 116 146 66 115 67 71 1704 59 117
internal_value=0 0.000115568 0.00075052 -6.27235e-06 -3.39606e-05 -8.65048e-05 -3.5544e-05 -0.000213284 -0.000430112 0.00022686 -1.37364e-05 -7.97289e-06 -2.06062e-06 -1.59446e-05 -0.000176726 8.82433e-05 0.000217413 -3.30948e-05 -4.10885e-07 6.99619e-05 1.57218e-05
internal_weight=0 750 144 2991 606 507 454 172 108 99 2943 2897 2828 2459 212 369 182 187 2247 282 223
internal_count=3741 750 144 2991 606 507 454 172 108 99 2943 2897 2828 2459 212 369 182 187 2247 282 223
is_linear=0
shrinkage=0.0995203


Tree=9551
num_leaves=22
num_cat=0
split_feature=9 9 9 2 9 5 3 18 26 26 1 9 7 21 21 10 10 18 18 4 21
split_gain=0.000933682 0.0138374 0.000568523 0.000935157 0.00071829 0.00219126 0.000527122 0.000711605 0.000490434 0.000576675 0.000562586 0.000475181 0.000467571 0.000437166 0.000900083 0.000349389 0.000776245 0.000343189 0.000269936 0.000681702 0.000538412
threshold=0.083955000000000016 0.083760000000000015 0.084515000000000021 -0.085944999999999994 0.08488500000000003 -0.0096449999999999991 0.087385000000000032 -0.077844999999999998 0.088605000000000017 0.085855000000000029 -0.082849999999999993 0.08597500000000001 -0.10984999999999999 -0.091649999999999995 -0.075024999999999994 0.09056500000000002 0.085585000000000022 -0.091594999999999996 0.086285000000000014 0.087495000000000031 0.08500000000000002
decision_type=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 -2 5 -4 7 17 9 -9 -10 -8 -1 -14 -15 16 -13 -6 20 -20 -16
right_child=2 -3 4 -5 6 -7 11 8 10 -11 -12 15 13 14 18 -17 -18 -19 19 -21 -22
leaf_value=-0.00025595287349495572 -0.00046808873558689757 0.0016161601386754292 0.00062154113551192533 2.7924966123774883e-05 -0.00015493465726560454 -0.00018268302665603607 0.00027193042656778422 -8.6926705756477715e-05 -0.00047507599466920213 0.00025381776104681887 -1.1004388281922539e-05 0 -0.00025630791056036631 0.00046503243487601897 -8.4651867903812559e-06 0.00025520885432272551 -0.00033378562840094593 -0.00055185045406426654 -0.00036775726794309948 2.7763756219594257e-05 0.00016521462013056523
leaf_weight=60 71 56 67 74 53 65 63 121 47 81 66 1663 50 48 507 49 72 48 58 157 265
leaf_count=60 71 56 67 74 53 65 63 121 47 81 66 1663 50 48 507 49 72 48 58 157 265
internal_value=0 8.85549e-05 -1.77838e-05 -0.000209305 -5.84671e-06 0.00021932 -1.93424e-05 -0.000120601 -4.39124e-05 4.56559e-05 -0.00021127 3.02093e-06 1.31273e-05 2.87618e-05 4.33242e-05 -6.01645e-06 -1.38658e-05 -0.000351673 2.19862e-05 -7.51274e-05 5.00925e-05
internal_weight=0 1201 2540 145 2395 132 2263 416 315 202 113 1847 1145 1085 1035 1784 1735 101 987 215 772
internal_count=3741 1201 2540 145 2395 132 2263 416 315 202 113 1847 1145 1085 1035 1784 1735 101 987 215 772
is_linear=0
shrinkage=0.0995203


Tree=9552
num_leaves=13
num_cat=0
split_feature=6 29 7 5 6 8 5 8 8 1 20 9
split_gain=0.0370082 0.0013293 0.000892198 0.000881577 0.00103612 0.000754338 0.000808935 0.000483913 0.000752062 0.000428864 0.000374988 0.000269007
threshold=0.23663500000000004 -0.11266 -0.230575 0.11083500000000003 0.10615500000000003 0.10528000000000003 -0.27860999999999997 -0.0061900000000000002 -0.050299999999999997 0.41379000000000005 0.0013750000000000004 0.095950000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 10 7 -7 8 -4 -9 11 -5
right_child=-2 2 3 4 -6 6 -8 9 -10 -11 -12 -13
leaf_value=0.00051570308935298395 -0.0027522316600232747 0.0004067975571252199 -2.5067226108120605e-05 0.000121414625182398 0.00043095863017996963 -0.00061336049722888542 -4.2232331654036568e-05 2.6924722789772761e-05 -0.00021352046078517946 0.00031367045545788722 -0.00016341961546663766 -2.4560708142540614e-05
leaf_weight=49 49 51 2141 371 78 46 60 367 235 62 74 176
leaf_count=49 49 51 2141 371 78 46 60 367 235 62 74 176
internal_value=0 5.86409e-07 -6.08448e-06 -1.21442e-05 8.78759e-05 -3.64426e-05 -0.000297803 -2.6274e-05 -4.40509e-05 7.02741e-05 4.34651e-05 7.29498e-05
internal_weight=0 3710 3661 3610 699 2911 106 2805 2376 429 621 547
internal_count=3759 3710 3661 3610 699 2911 106 2805 2376 429 621 547
is_linear=0
shrinkage=0.0995203


Tree=9553
num_leaves=9
num_cat=0
split_feature=20 6 11 7 24 17 8 17
split_gain=0.0320011 0.0016511 0.00120781 0.000759987 0.000452626 0.000504184 0.000732915 0.000584272
threshold=-0.40431 0.18123500000000006 -0.37506 -0.230575 -0.070599999999999996 0.057560000000000014 -0.073999999999999996 0.033280000000000011
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 7 -7 -6
right_child=1 -3 3 4 5 6 -8 -9
leaf_value=-0.002507555214889279 0.00042655389274053187 0.00058850755375844811 0.00037167903667471733 -0.00031964262430936102 -3.5263325021662018e-06 -1.8490389038141211e-05 -0.00022972918169534206 0.00022549267360610209
leaf_weight=51 63 47 50 49 2608 536 240 115
leaf_count=51 63 47 50 49 2608 536 240 115
internal_value=0 2.24508e-06 -5.05777e-06 -1.28427e-05 -1.84923e-05 -1.4041e-05 -8.48769e-05 5.84516e-06
internal_weight=0 3708 3661 3598 3548 3499 776 2723
internal_count=3759 3708 3661 3598 3548 3499 776 2723
is_linear=0
shrinkage=0.0995203


Tree=9554
num_leaves=15
num_cat=0
split_feature=6 29 0 3 20 20 5 5 5 2 0 5 20 2
split_gain=0.027122 0.00101754 0.000709301 0.00108072 0.000899774 0.00170155 0.000676287 0.000649484 0.000469084 0.000438113 0.00137867 0.000409513 0.000408198 0.00035374
threshold=0.23663500000000004 -0.11266 -0.15137999999999999 0.085195000000000007 -0.071149999999999991 -0.042414999999999994 -0.38486499999999996 -0.52356999999999998 0.11083500000000003 -0.08237499999999999 -0.070134999999999989 -0.080119999999999983 0.0013750000000000004 -0.018864999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 -7 -4 9 10 -9 -11 13 -10
right_child=-2 2 7 4 5 6 -8 8 12 11 -12 -13 -14 -15
leaf_value=0.00045270414086717991 -0.0023545403238149822 0.00057921002200865838 -0.0003399585112344639 0.00037808170912603366 -0.00057671456806413792 0.00028712814769993241 -0.00010779379438471039 -4.0846731918755443e-05 0.0001299557007183297 -5.7407306299470136e-05 -0.00041702698969122901 4.5806275193785235e-05 -0.00015878780166769173 -4.6786608943309543e-05
leaf_weight=49 49 47 61 67 46 93 76 918 474 659 109 900 72 139
leaf_count=49 49 47 61 67 46 93 76 918 474 659 109 900 72 139
internal_value=0 2.05638e-06 -3.75164e-06 0.000135368 5.84914e-05 -3.72944e-05 0.000104686 -1.77339e-05 -1.14746e-05 -3.10818e-05 -8.15695e-05 1.65209e-06 6.13514e-05 8.85433e-05
internal_weight=0 3710 3661 329 282 215 169 3332 3271 2586 1027 1559 685 613
internal_count=3759 3710 3661 329 282 215 169 3332 3271 2586 1027 1559 685 613
is_linear=0
shrinkage=0.0995203


Tree=9555
num_leaves=8
num_cat=0
split_feature=20 6 27 0 24 19 3
split_gain=0.0230122 0.00183382 0.00111805 0.000686236 0.000377797 0.000381577 0.00032154
threshold=-0.40431 0.18123500000000006 0.11510000000000002 -0.23998999999999998 -0.070599999999999996 0.14107000000000006 0.10871500000000002
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6
right_child=1 -3 -4 4 5 -7 -8
leaf_value=-0.0021252918190014648 0.00029191089551357501 0.00062082456333271865 0.00044867954245942623 -0.00029914578069404506 -2.5838774481290917e-05 -0.00029933920910939752 4.8562247775889812e-05
leaf_weight=51 72 47 53 47 2718 46 725
leaf_count=51 72 47 53 47 2718 46 725
internal_value=0 3.00021e-06 -4.70783e-06 -1.15948e-05 -1.80063e-05 -1.39845e-05 -9.93422e-06
internal_weight=0 3708 3661 3608 3536 3489 3443
internal_count=3759 3708 3661 3608 3536 3489 3443
is_linear=0
shrinkage=0.0995203


Tree=9556
num_leaves=18
num_cat=0
split_feature=20 18 18 18 3 8 7 18 9 9 5 21 5 5 20 0 20
split_gain=0.00820856 0.00604265 0.00137538 0.0181509 0.00177065 0.00119282 0.00075875 0.000661488 0.000392858 0.00159457 0.00085767 0.0017999 0.000383686 0.000356847 0.000861046 0.000810789 0.00034534
threshold=-0.15398499999999998 0.098840000000000025 0.087065000000000017 0.088735000000000022 0.16149500000000003 -0.51030999999999993 -0.009689999999999999 0.084900000000000017 0.097365000000000021 0.095415000000000014 -0.063819999999999988 0.086835000000000009 0.62720500000000012 -0.080724999999999991 -0.071149999999999991 -0.070134999999999989 -0.240845
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 5 -2 -7 12 9 13 11 -10 -8 14 -5 -15 -1
right_child=2 -3 3 8 -6 6 7 -9 10 -11 -12 -13 -14 15 -16 -17 -18
leaf_value=0.0004269852715074919 0.00049985611957885205 0.0015927408255762515 -0.002078661842929637 0.00016529329769924937 -0.00048418318062317777 -0.00037512928410672933 1.4590475316851612e-06 0.00034645181861259769 0.00070422513023306701 -0.00058282090265134793 -0.00017118861107808951 -0.00012125146676350316 -0.00021216539179260742 0.00019152241390642258 -0.00021870286756202543 -0.00016341950622737964 5.4788780145873044e-05
leaf_weight=61 47 50 46 79 76 54 2437 54 50 57 71 52 86 165 200 102 51
leaf_count=61 47 50 46 79 76 54 2437 54 50 57 71 52 86 165 200 102 51
internal_value=0 0.00067972 -4.44683e-05 -0.000157512 -1.04303e-05 2.70879e-06 -5.86108e-06 1.55913e-06 -4.25743e-05 -8.1212e-05 8.73674e-05 0.000275368 -5.49818e-06 -2.73468e-05 -0.000107039 5.28606e-05 0.000264812
internal_weight=0 162 3576 822 2754 2678 2631 2577 776 603 173 102 2523 546 279 267 112
internal_count=3738 162 3576 822 2754 2678 2631 2577 776 603 173 102 2523 546 279 267 112
is_linear=0
shrinkage=0.0995203


Tree=9557
num_leaves=25
num_cat=0
split_feature=17 20 20 26 2 2 26 1 21 20 21 21 7 1 4 26 8 9 9 8 26 1 20 9
split_gain=0.00688994 0.00159381 0.000826173 0.00142338 0.00223472 0.0061959 0.0133654 0.00180444 0.000938323 0.00189929 0.00168546 0.00144561 0.000927753 0.000885097 0.000865898 0.000767943 0.00183574 0.00159897 0.000760825 0.000826653 0.000705586 0.00138894 0.00030888 0.000352665
threshold=-0.57205499999999987 -0.24910499999999999 -0.0078249999999999986 0.089485000000000023 -0.046564999999999995 -0.082704999999999987 0.083825000000000024 0.62198500000000012 0.10343500000000001 -0.012970000000000001 0.099685000000000024 0.093685000000000032 -0.073659999999999989 -0.082489999999999994 0.10386500000000003 0.096980000000000025 -0.078704999999999997 0.097365000000000021 0.089025000000000021 -0.082184999999999994 0.091195000000000012 -0.085739999999999997 -0.08323499999999999 0.096130000000000021
decision_type=2 2 2 2 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 14 -7 12 9 10 11 -3 -6 20 -4 16 -15 -17 19 -10 -5 -22 -20 -24
right_child=1 2 3 13 7 6 -8 -9 18 -11 -12 -13 -14 15 -16 17 -18 -19 22 -21 21 -23 23 -25
leaf_value=0.0011146883756802503 0.00042833216265601839 5.1882202038188292e-05 -2.5592035560012381e-05 -7.6642080489053318e-05 -0.00041743119296919358 -0.0017566728816018717 -0.00015360414228508259 0.00060551291954566747 -5.2532296084549027e-05 0.00060796755957679771 0.00055700884274960968 -0.00033088511333824 2.2239197442955819e-05 -5.1170824155654868e-05 -0.0003817047081489348 -0.00031351544617468866 0.00059555017709024332 9.8611386185273384e-05 0.00018896694313637924 -0.00056995575732071788 0.00010442854066269837 0.00071354590557550391 -0.00028778712093799905 1.318791438727577e-05
leaf_weight=53 74 765 564 74 54 76 164 49 68 62 58 112 379 187 78 211 56 163 60 62 138 53 53 125
leaf_count=53 74 765 564 74 54 76 164 49 68 62 58 112 379 187 78 211 56 163 60 62 138 53 53 125
internal_value=0 -2.79825e-05 -3.75604e-05 -7.47573e-05 -0.000138552 -0.000232836 -0.000664654 3.2277e-05 2.30444e-05 7.36709e-05 3.73661e-05 2.06626e-06 -3.07021e-05 2.29721e-05 -7.01332e-05 -4.12927e-05 9.4499e-05 -0.00013171 -0.00011189 -0.000305601 0.000175689 0.000277737 -2.6427e-06 -7.18293e-05
internal_weight=0 3685 3611 2246 1364 882 240 482 1365 997 935 877 433 882 642 617 243 374 368 130 265 191 238 178
internal_count=3738 3685 3611 2246 1364 882 240 482 1365 997 935 877 433 882 642 617 243 374 368 130 265 191 238 178
is_linear=0
shrinkage=0.0995203


Tree=9558
num_leaves=21
num_cat=0
split_feature=20 2 3 3 4 3 20 20 20 2 6 21 3 18 17 6 2 3 17 6
split_gain=0.00606514 0.00715133 0.00130772 0.0168123 0.00165644 0.000954508 0.00061328 0.000420068 0.000678271 0.00113557 0.000548278 0.00122928 0.000777437 0.000425836 0.000382009 0.000378177 0.000363832 0.000327435 0.000287192 0.000537771
threshold=-0.15398499999999998 -0.011474999999999999 0.084955000000000017 0.084735000000000019 0.13954000000000003 0.15108000000000005 -0.25378999999999996 -0.055879999999999992 -0.011915 -0.079739999999999991 -0.097455 0.09266000000000002 0.087515000000000023 -0.057764999999999997 -0.07496499999999999 0.084985000000000019 -0.017704999999999995 0.084380000000000024 -0.011809999999999999 0.087075000000000027
decision_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 14 5 7 -1 10 9 -9 11 -4 -12 -10 15 16 -2 18 -16 -20
right_child=2 -3 4 -5 -6 -7 -8 8 13 -11 12 -13 -14 -15 17 -17 -18 -19 19 -21
leaf_value=0.00042476967777815519 9.3723839078738508e-05 0.0016369368305363642 -0.00054145150661148722 -0.0018641613177341869 -0.00044586752903669132 0.00035524654515938203 -2.6962906584848798e-05 -0.00059794662439259017 -8.5654651224297812e-05 -1.6563273760289618e-05 0.0003289018946094025 0.00010034500869243398 3.8478148235206025e-05 1.82596337000522e-05 0.0002121110596566719 -0.00036990570730326984 -0.00025484478902576009 0.00025310688729971641 2.5115308775727835e-05 -0.00034782186068535415
leaf_weight=50 77 46 48 53 84 74 66 55 584 92 107 73 699 1157 55 48 47 64 213 46
leaf_count=50 77 46 48 53 84 74 66 55 584 92 107 73 699 1157 55 48 47 64 213 46
internal_value=0 0.000584927 -3.75646e-05 -0.000171283 -1.01677e-05 2.21726e-06 0.000160692 -6.77228e-06 -3.39648e-05 -0.000239657 4.77269e-05 -0.000147487 7.80488e-05 -1.61271e-05 -6.66274e-06 -0.00013091 -3.17931e-05 4.77072e-05 3.23522e-06 -3.796e-05
internal_weight=0 162 3576 603 2973 2889 116 2815 1888 147 927 121 806 1741 550 172 124 378 314 259
internal_count=3738 162 3576 603 2973 2889 116 2815 1888 147 927 121 806 1741 550 172 124 378 314 259
is_linear=0
shrinkage=0.0995203


Tree=9559
num_leaves=23
num_cat=0
split_feature=18 0 8 8 6 0 1 2 2 8 2 9 9 9 1 0 20 20 9 20 0 3
split_gain=0.00587107 0.00123945 0.00262863 0.0161741 0.0016779 0.00130452 0.00116853 0.000723245 0.000846514 0.000764733 0.00128204 0.000697925 0.000537618 0.0010518 0.000698935 0.000800878 0.000444179 0.000373761 0.00035083 0.000314523 0.000221074 0.000122625
threshold=0.31690500000000005 -0.095339999999999994 -0.091754999999999989 -0.093384999999999982 -0.47287499999999999 -0.09937 0.50996500000000011 0.13398000000000002 0.31326500000000007 -0.067719999999999989 -0.079739999999999991 0.089645000000000016 0.10078500000000003 0.10341500000000002 0.067120000000000027 -0.065229999999999996 -0.081030000000000005 -0.00059999999999999995 0.08709500000000002 -0.072324999999999987 1.0000000180025095e-35 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 5 3 18 -4 6 7 9 -9 19 -11 -7 14 -14 16 -16 -6 -15 20 -1 21 -3
right_child=-2 2 4 -5 12 11 -8 8 -10 10 -12 -13 13 17 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00024409842525133002 0.0010839051535370329 3.286615464261289e-05 -0.00061208736908669901 -0.0019501488366617753 7.7626859692918638e-05 0.0005757084797252893 0.00047894934813829125 -0.00054218410052891681 0 -0.00018524153823524015 0.00024335572539746684 8.3571341482816338e-05 0.0005180972281820604 0.00015474184368858876 -0.00058645077771495079 -3.4264307740712697e-05 -3.9729331578483954e-05 -7.5125249749235436e-05 -0.00016604001585137954 -7.6616735086555932e-06 -6.3732856596509916e-05 0.00027265896217604593
leaf_weight=88 48 48 47 51 397 73 53 50 64 91 268 54 52 127 47 66 1586 152 88 173 59 56
leaf_count=88 48 48 47 51 397 73 53 50 64 91 268 54 52 127 47 66 1586 152 88 173 59 56
internal_value=0 -2.37346e-05 -5.69999e-05 -0.000334381 -2.28092e-05 7.6403e-05 2.75165e-05 -3.96488e-06 -0.000235344 3.72586e-05 0.000132434 0.000372899 -1.10603e-05 0.000106267 -2.99791e-05 -0.000271179 -1.58216e-05 2.65755e-05 -2.81535e-06 -9.05163e-05 8.02837e-05 0.000169857
internal_weight=0 3690 2776 302 2474 914 787 734 114 620 359 127 2427 331 2096 113 1983 279 251 261 163 104
internal_count=3738 3690 2776 302 2474 914 787 734 114 620 359 127 2427 331 2096 113 1983 279 251 261 163 104
is_linear=0
shrinkage=0.0995203


Tree=9560
num_leaves=13
num_cat=0
split_feature=6 18 21 26 8 5 18 1 3 8 3 20
split_gain=0.0301498 0.000839785 0.000308745 0.000302342 0.000699247 0.000847882 0.00065823 0.000308248 0.000852436 0.000350101 0.000399855 0.000237072
threshold=0.23663500000000004 0.31690500000000005 0.14495000000000005 0.11880500000000002 -0.012329999999999999 -0.068984999999999991 0.089775000000000021 -0.50597999999999999 0.089895000000000017 -0.50270999999999988 0.13730000000000006 -0.012970000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -5 8 -1 -9 -11 -4
right_child=-2 -3 11 4 -6 -7 -8 9 -10 10 -12 -13
leaf_value=-0.0004588706801486381 0.0024677204383393276 -0.00041025984322591032 0 0.0002785785435147462 -0.00012851153836869995 0.0004525063050574927 -0.00021094606419333765 -0.00020861176276428501 6.0965663575883589e-05 1.2134599474323759e-05 0.00017939463882830746 -0.00032608636121258237
leaf_weight=51 50 47 47 54 77 87 54 67 75 2954 150 46
leaf_count=51 50 47 47 54 77 87 54 67 75 2954 150 46
internal_value=0 7.21861e-06 1.28003e-05 1.76724e-05 0.000118773 0.000220616 2.62364e-05 9.08335e-06 -0.000142947 1.53825e-05 2.04811e-05 -0.000165369
internal_weight=0 3709 3662 3569 272 195 108 3297 126 3171 3104 93
internal_count=3759 3709 3662 3569 272 195 108 3297 126 3171 3104 93
is_linear=0
shrinkage=0.0995203


Tree=9561
num_leaves=17
num_cat=0
split_feature=20 18 27 17 1 1 0 18 18 18 17 1 3 3 3 3
split_gain=0.0258388 0.000674399 0.000401678 0.000344341 0.000558658 0.00133813 0.000622738 0.000552549 0.000910105 0.000633792 0.000516571 0.000707813 0.000933499 0.000536333 0.000415176 0.000164886
threshold=-0.40431 0.31690500000000005 -0.032854999999999995 -0.093784999999999993 0.066150000000000028 0.15756500000000004 -0.061654999999999995 -0.089929999999999996 -0.092864999999999989 -0.086894999999999986 -0.42168999999999995 -0.50597999999999999 0.10871500000000002 0.12212000000000002 0.11462500000000002 0.09940000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 7 15 -7 8 -5 -9 13 -12 -13 14 -4 -6
right_child=1 -3 3 4 5 6 -8 9 -10 -11 11 12 -14 -15 -16 -17
leaf_value=0.0022180246549778314 0.00022247587052700679 -0.0003694307070160964 3.3793108987835053e-05 4.4956098543913001e-05 -0.00023649152240056071 -5.0603674745711761e-05 0.00022255977359031778 0.00032503060872050588 -0.0003870516483232348 5.3070900641386162e-05 -0.00046906796182568094 -1.685852693964815e-06 -0.00037727933338421938 0.00031538027877800153 -0.00021826606250192768 -0.00054861503481026417
leaf_weight=53 86 47 349 135 46 417 103 91 73 1693 52 349 82 56 79 48
leaf_count=53 86 47 349 135 46 417 103 91 73 1693 52 349 82 56 79 48
internal_value=0 4.71126e-06 9.74086e-06 4.39134e-06 2.34199e-05 -5.89721e-05 1.92943e-06 4.92268e-05 -0.000102726 6.74022e-05 -4.60428e-05 -0.00011916 -7.50439e-05 2.52316e-05 -1.08192e-05 -0.000404583
internal_weight=0 3706 3659 3573 2606 614 520 1992 208 1784 967 483 431 484 428 94
internal_count=3759 3706 3659 3573 2606 614 520 1992 208 1784 967 483 431 484 428 94
is_linear=0
shrinkage=0.0995203


Tree=9562
num_leaves=11
num_cat=0
split_feature=6 18 27 21 9 3 5 4 4 4
split_gain=0.0216533 0.000548005 0.000359983 0.000437062 0.000397849 0.0007394 0.00033316 0.000275747 0.000539491 0.000346098
threshold=0.23663500000000004 0.31690500000000005 -0.032854999999999995 0.14495000000000005 0.11201500000000002 0.11769000000000002 -0.033039999999999993 0.13312000000000004 0.14221500000000004 0.11474000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 9 -9 -4
right_child=-2 -3 3 -5 5 -7 -8 8 -10 -11
leaf_value=0.00020813127437067808 0.0020897542628235616 -0.00033266491296476324 -1.8461615657708958e-07 -0.00022562696116900226 -0.00010365314518616373 0.00037803566343492097 0.00020397931461616176 -0.00031622217470964184 3.619280522984421e-05 0.00015213018276756949
leaf_weight=88 50 47 2940 80 98 81 54 78 88 155
leaf_count=88 50 47 2940 80 98 81 54 78 88 155
internal_value=0 4.54201e-06 9.09345e-06 3.96363e-06 9.45473e-06 0.000135098 2.51666e-07 2.26437e-07 -0.000124468 7.17893e-06
internal_weight=0 3709 3662 3574 3494 233 152 3261 166 3095
internal_count=3759 3709 3662 3574 3494 233 152 3261 166 3095
is_linear=0
shrinkage=0.0995203


Tree=9563
num_leaves=19
num_cat=0
split_feature=20 18 17 17 2 6 8 4 26 26 2 17 8 8 26 17 17 3
split_gain=0.0184764 0.000440079 0.000317838 0.000542402 0.00105624 0.000638242 0.000481504 0.000433402 0.000388267 0.000635187 0.000648329 0.000446205 0.000491307 0.000794124 0.000573533 0.000285043 0.000393064 0.000312248
threshold=-0.40431 0.31690500000000005 -0.093784999999999993 -0.22965499999999997 0.08666500000000002 0.086965000000000028 -0.080724999999999991 0.079225000000000018 -0.093999999999999986 -0.22971 -0.087944999999999995 -0.088525000000000006 -0.085289999999999991 -0.084855 0.12236500000000003 -0.35269999999999996 -0.42946499999999999 0.11061500000000002
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 7 -7 -5 9 -4 -11 -10 14 -14 -13 16 17 -2
right_child=1 -3 8 4 -6 6 -8 -9 11 10 -12 12 13 -15 -16 -17 -18 -19
leaf_value=0.0018742951174774514 -3.9997956010791002e-05 -0.00029955808267874222 7.4501740607949612e-05 0.00012630310543984308 -0.00055916518646648692 -0.00049930597920753962 -6.7440227941860487e-05 -0.000193838507464725 0.00027226933684273784 -1.6409854373314123e-05 -0.00056428699067517904 -4.5814989639223508e-05 0.00045606579392221591 4.9695331308021034e-05 0.00029259327852272827 0.00017904206944140526 -0.00024388181168174885 0.00012830117887223987
leaf_weight=53 303 47 83 150 51 48 66 57 77 46 46 918 50 1390 52 90 64 168
leaf_count=53 303 47 83 150 51 48 66 57 77 46 46 918 50 1390 52 90 64 168
internal_value=0 2.65508e-06 6.76076e-06 -4.08578e-05 -0.000136225 -6.64789e-05 -0.00025646 3.41934e-05 2.49029e-05 -0.000117305 -0.000299247 3.52387e-05 2.73258e-05 6.43739e-05 -2.68296e-05 1.45951e-05 -1.15387e-05 1.82943e-05
internal_weight=0 3706 3659 997 372 321 114 207 2662 175 92 2487 2410 1440 970 625 535 471
internal_count=3759 3706 3659 997 372 321 114 207 2662 175 92 2487 2410 1440 970 625 535 471
is_linear=0
shrinkage=0.0995203


Tree=9564
num_leaves=20
num_cat=0
split_feature=22 28 5 17 18 18 5 4 4 17 18 4 5 26 9 3 4 4 4
split_gain=0.0275008 0.00685972 0.00268037 0.0332561 0.00115753 0.0119414 0.00109744 0.000681354 0.00105383 0.000893297 0.000656464 0.000531052 0.00150291 0.00076325 0.000684924 0.000504527 0.000452075 0.000360409 0.000715902
threshold=0.13240000000000005 0.080375000000000016 -0.11065499999999999 -0.008069999999999999 -0.087989999999999985 -0.089024999999999993 0.19791500000000004 0.10777500000000002 0.10353000000000002 -0.56368999999999991 -0.092864999999999989 0.12498500000000003 -0.49053999999999998 -0.0083299999999999989 0.10864500000000002 0.088385000000000033 0.10533000000000002 0.11541000000000003 0.13271500000000006
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 6 10 8 9 -6 -4 14 -13 -14 16 -8 -5 -9 -19
right_child=-2 -3 4 11 7 -7 15 17 -10 -11 -12 12 13 -15 -16 -17 -18 18 -20
leaf_value=0.0025788223442813358 0.0024266500953095543 0.00091786759929559356 -5.6213091859209684e-05 3.5663318342825761e-05 -0.00042388557176471564 -0.0016948056131887157 0.00038130208295819714 -0.00038838044897529983 0.00049139335932408895 1.9849010869818133e-05 -0.00032918459792338246 0.00049434452016777427 -0.00039863325145912329 0.00010941957304372901 -0.00042435153955627721 3.4729235483083878e-05 -0.00018808220809986631 0.00017708592092791675 -0.00031360048575144312
leaf_weight=53 48 84 257 332 46 46 50 59 46 1813 140 72 46 77 47 296 121 55 61
leaf_count=53 48 84 257 332 46 46 50 59 46 1813 140 72 46 77 47 296 121 55 61
internal_value=0 2.87046e-05 7.82866e-06 0.000175797 -3.56785e-05 -0.000138338 -4.08735e-05 2.86953e-06 2.05205e-05 8.42866e-06 -0.000154537 -6.2772e-06 0.000131697 -7.39285e-05 -6.17245e-05 8.7178e-05 -2.22938e-05 -0.000184596 -7.38904e-05
internal_weight=0 3701 3617 748 2869 789 743 2080 1905 1859 397 695 195 123 500 346 453 175 116
internal_count=3749 3701 3617 748 2869 789 743 2080 1905 1859 397 695 195 123 500 346 453 175 116
is_linear=0
shrinkage=0.0995203


Tree=9565
num_leaves=16
num_cat=0
split_feature=10 28 9 9 9 0 20 18 9 20 8 3 17 5 0
split_gain=0.0246797 0.00598171 0.00227338 0.0359928 0.00336075 0.0114798 0.000900333 0.0007569 0.00103339 0.00150421 0.000706971 0.000661532 0.000520189 0.000473855 0.000188861
threshold=0.096215000000000023 0.080375000000000016 0.088710000000000025 0.088995000000000019 0.087695000000000009 -0.081094999999999987 -0.094259999999999997 -0.46879999999999999 0.08938500000000002 -0.012970000000000001 -0.51030999999999993 0.097595000000000029 -0.047785000000000001 0.2686150000000001 -0.087184999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 12 11 -5 -9 -10 -8 14 -6 -12 -1
right_child=-2 -3 3 7 5 -7 10 8 9 -11 13 -13 -14 -15 -16
leaf_value=9.6589858414656313e-05 0.0022281968549067947 0.00089154167266161882 0.0027803631027874488 0.00040685374339632913 0.00025331541291901842 -0.0017727811618176163 0.0003488737765981124 -0.00041108057168260661 -0.00012657641343878482 9.3646511135328322e-05 -2.3618804489909666e-05 -0.00042185302452733576 -0.00014614683969547328 0.00020701571698610827 -0.00017365920909737841
leaf_weight=46 51 77 48 46 50 49 56 59 477 859 1603 91 91 93 53
leaf_count=46 51 77 48 46 50 49 56 59 477 859 1603 91 91 93 53
internal_value=0 2.35025e-05 4.81771e-06 9.93851e-05 -6.08447e-05 -0.000460526 -2.13194e-05 9.51304e-06 -3.00242e-06 1.44063e-05 5.29951e-07 -0.000227102 0 -1.04893e-05 -3.982e-05
internal_weight=0 3698 3621 1489 2132 190 1942 1441 1395 1336 1752 190 141 1696 99
internal_count=3749 3698 3621 1489 2132 190 1942 1441 1395 1336 1752 190 141 1696 99
is_linear=0
shrinkage=0.0995203


Tree=9566
num_leaves=19
num_cat=0
split_feature=22 9 9 3 9 0 31 8 8 6 18 18 5 5 3 1 3 5
split_gain=0.0222922 0.00314149 0.0173334 0.00572162 0.00389727 0.00845823 0.00103003 0.000887266 0.00142981 0.00152804 0.000849474 0.000616061 0.000593864 0.000359252 0.000761198 0.000523995 0.000381799 0.000245654
threshold=0.13240000000000005 0.088405000000000025 0.08895500000000002 0.085505000000000012 0.087695000000000009 -0.082604999999999998 0.095410000000000009 -0.083390000000000006 -0.079049999999999995 0.094510000000000025 -1.0000000180025095e-35 0.15891500000000006 -0.084089999999999984 0.2686150000000001 0.099655000000000021 -0.50954999999999984 0.10850000000000003 -0.076589999999999991
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 6 12 13 10 9 -9 -5 -10 -6 15 -15 -1 -17 -12
right_child=-2 2 3 7 5 -7 -8 8 11 -11 17 -13 -14 14 -16 16 -18 -19
leaf_value=-0.00029535975710794169 0.0021794808873642655 0.0015549496843414372 0.00084821869899602163 -0.00050862873118993424 -0.00030693084654611079 -0.00167147675802235 0.00044366642440005736 7.1010100473283325e-05 1.5617211173593589e-05 0.00074714974219709611 -0.00013775493325998082 -0.00034616400489505413 0.00016990911099145479 0.0004130241916232301 -8.1652842651668017e-05 -7.8024539031209737e-06 -0.00012606843974416503 9.5144822622500414e-05
leaf_weight=79 48 80 84 56 47 46 46 91 950 55 144 49 56 54 67 1395 341 61
leaf_count=79 48 80 84 56 47 46 46 91 950 55 144 49 56 54 67 1395 341 61
internal_value=0 2.05286e-05 0.000127514 5.03238e-05 -5.7908e-05 -0.000548985 -2.05775e-05 2.07211e-06 4.03914e-05 0.000331327 -0.000162897 -1.30838e-06 -3.97303e-05 -3.20309e-05 0.000132347 -4.34405e-05 -3.15048e-05 -6.44598e-05
internal_weight=0 3701 1570 1490 2131 149 1982 1406 1145 146 261 999 103 1936 121 1815 1736 205
internal_count=3749 3701 1570 1490 2131 149 1982 1406 1145 146 261 999 103 1936 121 1815 1736 205
is_linear=0
shrinkage=0.0995203


Tree=9567
num_leaves=20
num_cat=0
split_feature=10 9 9 3 6 6 21 2 30 5 26 20 5 1 9 5 20 20 2
split_gain=0.0196328 0.00307229 0.0234611 0.00577555 0.00319898 0.00990178 0.000823347 0.000891668 0.000723015 0.000659998 0.000721502 0.000527838 0.00169868 0.000987161 0.00262056 0.00190828 0.000674559 0.000501274 0.00040599
threshold=0.096215000000000023 0.088825000000000029 0.089105000000000018 0.085795000000000024 0.092120000000000021 0.096175000000000024 0.10787500000000003 -0.017704999999999995 0.11032500000000002 0.2686150000000001 0.087625000000000022 -0.012970000000000001 0.5134350000000002 -0.083284999999999984 0.092465000000000033 -0.0073899999999999999 -0.054159999999999993 -0.11284499999999999 0.13398000000000002
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 6 -6 8 -8 9 10 -1 12 16 15 -15 -13 -5 -7 -9
right_child=-2 2 3 11 5 17 7 18 -10 -11 -12 13 -14 14 -16 -17 -18 -19 -20
leaf_value=-5.8948386191122042e-05 0.0019830025064757864 0.0022694497366166069 0.00092906512183810555 -9.2516232883152724e-05 -0.001701278296464372 -0.00027105532588848685 -0.00053866344206176598 9.3548146279343015e-05 0.00038952004733722851 0.00028434007187018315 9.2085797453144504e-05 -0.00069394005676506909 0.00044220348850970898 0.00043525698455483449 -8.7081104878948413e-06 2.2484788236421382e-05 -0.00049348807881238266 0.00010076689931078067 -0.00028104317491007224
leaf_weight=1319 51 49 71 407 47 58 60 67 46 72 408 46 56 185 445 175 48 91 48
leaf_count=1319 51 49 71 407 47 58 60 67 46 72 408 46 56 185 445 175 48 91 48
internal_value=0 1.66048e-05 0.000127699 5.38925e-05 -5.73225e-05 -0.000441386 -1.96517e-05 -0.000225955 0 -1.00457e-05 -2.27929e-05 7.66932e-06 -7.15815e-05 5.6219e-05 0.000120363 -0.000122931 -0.000136616 -3.84752e-05 -5.56846e-05
internal_weight=0 3698 1482 1433 2216 196 2020 175 1845 1799 1727 1362 511 851 630 221 455 149 115
internal_count=3749 3698 1482 1433 2216 196 2020 175 1845 1799 1727 1362 511 851 630 221 455 149 115
is_linear=0
shrinkage=0.0995203


Tree=9568
num_leaves=21
num_cat=0
split_feature=10 5 5 6 26 5 3 3 19 5 27 0 21 20 20 6 18 26 3 5
split_gain=0.00127727 0.00111495 0.0116399 0.000998363 0.000822782 0.000761456 0.00080404 0.000699255 0.000544501 0.000653703 0.00050371 0.000389306 0.00036846 0.000377022 0.000915825 0.00022045 0.000212297 0.000209942 0.000457746 1.40876e-05
threshold=0.090150000000000022 -0.094469999999999985 -0.10123 0.14653500000000005 0.12236500000000003 -0.088174999999999989 0.08802500000000002 0.10871500000000002 0.0069650000000000016 0.12043500000000003 1.0000000180025095e-35 -0.086304999999999993 0.084260000000000015 -0.094259999999999997 -0.048779999999999997 -0.078305 0.085685000000000025 0.086130000000000026 0.11693000000000002 -0.16183
decision_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 12 6 -3 -5 10 16 11 -7 13 -1 -15 -12 -10 18 -14 -19
right_child=-2 3 -4 7 -6 8 -8 -9 9 -11 15 -13 17 14 -16 -17 -18 19 -20 -21
leaf_value=-0.00023557080637536814 -0.00040576627914043354 0.00045609318488003438 -0.0012920440994471996 -3.3913543608921995e-05 0.00032822479251182462 0.00011480405799019553 -3.9639959355990317e-06 -0.00058471494873355316 3.3761404899263332e-05 -0.00038419540724121031 -3.6424886552299836e-05 1.1077133711635662e-05 1.8463796797372683e-05 0.00045079643970865284 -4.6173562526367487e-06 -0.0003217578258164855 -0.0001280883282369869 -0.00016482784715731537 -0.00030424471392205289 -0.00031581193866667362
leaf_weight=50 90 78 77 51 65 474 66 47 162 69 67 1564 159 50 323 55 149 47 58 48
leaf_count=50 90 78 77 51 65 474 66 47 162 69 67 1564 159 50 323 55 149 47 58 48
internal_value=0 -2.54197e-05 -0.000123303 5.14278e-06 -9.7881e-06 1.6824e-05 0.000239549 -0.000306427 3.87481e-06 -0.000105593 2.3512e-05 3.56037e-05 -4.07942e-05 1.8044e-05 5.42354e-05 -0.000171769 -4.11485e-05 -0.000123189 -6.40177e-05 -0.000249732
internal_weight=0 3659 877 2782 800 2684 144 98 2540 380 2160 2038 735 423 373 122 311 312 217 95
internal_count=3749 3659 877 2782 800 2684 144 98 2540 380 2160 2038 735 423 373 122 311 312 217 95
is_linear=0
shrinkage=0.0995203


Tree=9569
num_leaves=26
num_cat=0
split_feature=8 8 20 17 2 17 17 2 1 3 21 21 21 9 22 0 5 2 19 1 20 3 3 1 17
split_gain=0.00244602 0.0218945 0.000768023 0.00056941 0.000912312 0.000876038 0.00126916 0.000716256 0.00106257 0.000665625 0.000618869 0.000992361 0.000884231 0.000724721 0.000617655 0.000590436 0.0012709 0.000475176 0.00041192 0.000285796 0.000211553 0.000205309 0.000282982 0.00017497 9.20562e-05
threshold=-0.10337499999999999 -0.11187999999999999 -0.24350999999999998 -0.09744499999999999 0.096520000000000022 0.067035000000000025 0.08741500000000002 -0.057419999999999999 -0.049499999999999995 0.12551500000000002 0.09865500000000002 0.09360000000000003 0.10403500000000003 0.084595000000000017 0.10427500000000002 -0.057604999999999996 -0.49053999999999998 0.50951500000000005 0.10395500000000002 0.00095500000000000023 -0.081564999999999985 0.11896500000000003 0.14166500000000004 -0.080844999999999986 -0.032404999999999996
decision_type=2 2 2 2 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 -2 4 7 10 -7 9 -9 18 11 13 -12 -5 -14 16 -8 19 -4 20 -1 -21 -23 24 -22
right_child=2 -3 3 5 -6 6 15 8 -10 -11 12 -13 14 -15 -16 -17 -18 -19 -20 21 23 22 -24 -25 -26
leaf_value=-0.00015699671871667855 -0.00030970795430358526 -0.0022817265566384202 -5.6116785940524822e-05 0.00017421038535460362 0.00028628186182967776 -0.00056618021222859256 0.00048157181373016802 -0.00067520007652368673 -4.8456940996500045e-05 0.00028380702341303899 -0.00037764740160116253 0.0005104873325241985 0.00021385836564271189 2.3720036747762124e-05 -0.00019889555113614219 -0.00036394212690036496 -4.5793331122072537e-05 0.00025580794090650314 -0.0003581204169605489 -1.8438634706469866e-05 0.00010053871247879633 -0.00042680644670354498 -5.9452328950909249e-05 0.00023879491309483685 -9.398752740841156e-05
leaf_weight=46 78 47 602 493 68 47 50 49 66 53 70 55 91 932 58 47 475 55 50 77 50 47 48 49 46
leaf_count=46 78 47 602 493 68 47 50 49 66 53 70 55 91 932 58 47 475 55 50 77 50 47 48 49 46
internal_value=0 -0.000245075 -9.39834e-07 6.31697e-06 -6.11273e-05 3.25073e-05 -6.81868e-05 -9.09351e-05 -0.000322623 -5.19809e-05 6.96752e-05 9.30452e-05 -8.45213e-05 7.63589e-05 4.76949e-05 -2.58366e-05 2.87267e-06 -1.41148e-05 -8.05322e-05 -5.72674e-05 2.28481e-05 -0.000150992 -0.000249813 8.55481e-05 0
internal_weight=0 465 3284 3206 888 2318 619 820 115 705 1699 1480 219 1425 149 572 525 418 652 363 191 172 95 145 96
internal_count=3749 465 3284 3206 888 2318 619 820 115 705 1699 1480 219 1425 149 572 525 418 652 363 191 172 95 145 96
is_linear=0
shrinkage=0.0995203


Tree=9570
num_leaves=17
num_cat=0
split_feature=0 0 0 10 23 1 1 20 1 9 17 0 1 21 5 20
split_gain=0.0010396 0.0151808 0.00127003 0.000821005 0.000729718 0.000759817 0.000780753 0.000583535 0.000576157 0.00146726 0.00146317 0.000514553 0.000331412 0.000497384 0.000284151 0.000379227
threshold=-0.100285 -0.10287 -0.097734999999999989 0.090150000000000022 -0.062059999999999997 -0.076329999999999995 -0.077774999999999997 -0.16109499999999999 -0.07002499999999999 0.093605000000000022 0.51174000000000019 -0.085794999999999996 0.44303500000000012 0.12208500000000003 -0.0044999999999999997 -0.08793999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 4 -4 6 11 -1 9 -7 -10 -6 13 14 15 -9
right_child=2 -3 3 -5 5 8 -8 12 10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.00033046561112348765 0.00049068330888252937 -0.0017735769381879338 0.00036686412923773824 -0.00036858387706779786 0.00017096338018588066 8.9941305704578498e-05 0.00042281024617345567 0.0002668375441906246 -6.6799830303617739e-05 -0.00058578739515867276 0.00031671493874279536 0 0.00022975515626253234 -0.00029558502666582521 -0.00014971703505005875 1.0114039655256357e-05
leaf_weight=53 51 52 52 62 213 58 53 68 1317 66 106 994 63 55 83 403
leaf_count=53 51 52 52 62 213 58 53 68 1317 66 106 994 63 55 83 403
internal_value=0 -0.000130925 -1.34411e-06 -1.02151e-05 -2.15717e-06 -9.28498e-06 4.77371e-05 -1.19783e-05 -5.62575e-05 -0.000263119 -3.76563e-05 3.05892e-05 1.19223e-05 -9.26792e-06 1.76794e-05 4.89162e-05
internal_weight=0 777 2972 2921 2859 2807 1260 725 1547 124 1423 1207 672 609 554 471
internal_count=3749 777 2972 2921 2859 2807 1260 725 1547 124 1423 1207 672 609 554 471
is_linear=0
shrinkage=0.0995203


Tree=9571
num_leaves=22
num_cat=0
split_feature=8 8 6 10 9 21 5 0 0 9 9 2 0 20 2 6 4 9 6 4 2
split_gain=0.00200083 0.017859 0.000786616 0.000501938 0.000511793 0.000497509 0.000577731 0.000433169 0.000904963 0.000589238 0.000355804 0.00035553 0.000345861 0.000672776 0.000327997 0.000316304 0.000149429 0.000133836 9.28944e-05 0.000203703 8.51799e-05
threshold=-0.10337499999999999 -0.11187999999999999 0.14653500000000005 0.086165000000000019 0.098465000000000011 0.11371500000000002 0.5252300000000002 -0.095649999999999999 -0.10096999999999999 0.11408000000000003 0.096830000000000013 0.50951500000000005 -0.071340000000000001 0.0013750000000000004 -0.074304999999999996 0.089315000000000019 0.081540000000000015 0.092605000000000021 -0.083069999999999991 0.12028000000000003 -0.078289999999999985
decision_type=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 5 -5 6 7 8 -2 -9 12 15 13 -7 -12 16 20 -4 19 -18 -1
right_child=2 -3 17 4 -6 10 -8 9 -10 -11 14 -13 -14 -15 -16 -17 18 -19 -20 -21 -22
leaf_value=-8.4805264984110648e-05 3.9918037398540034e-05 -0.0020581334814564873 -0.00034988007621327555 -0.0004243412129975127 8.4136554405198052e-06 0.00013177587392822245 0.00037178364822724894 1.8841237321870334e-05 0.0003761585865677813 -0.00020593384603910108 0.00023620327938283917 0.0002232785451478236 -0.00039010470835266543 -0.00035023742405486413 -0.00010837000442280265 0.00016268376158163513 -0.00032722226872994694 -0.00010878619120704304 -4.2930329845147388e-05 -5.2997211704205992e-05 9.871435573850482e-05
leaf_weight=47 405 47 66 52 49 61 49 2101 101 122 46 55 61 52 65 57 61 54 83 63 52
leaf_count=47 405 47 66 52 49 61 49 2101 101 122 46 55 61 52 65 57 61 54 83 63 52
internal_value=0 -0.000218738 1.59865e-06 1.13318e-05 -0.000206286 1.87748e-05 3.18485e-05 2.54448e-05 0.000108651 6.13715e-06 -0.000105786 -9.95696e-06 -0.000195232 -8.27911e-05 2.70512e-05 -4.75509e-05 -8.93875e-05 -0.00024821 -0.000137681 -0.0001945 3.31993e-06
internal_weight=0 465 3284 3164 101 3063 2778 2729 506 2223 285 418 174 113 111 363 306 120 207 124 99
internal_count=3749 465 3284 3164 101 3063 2778 2729 506 2223 285 418 174 113 111 363 306 120 207 124 99
is_linear=0
shrinkage=0.0995203


Tree=9572
num_leaves=14
num_cat=0
split_feature=20 10 3 22 26 17 2 9 9 17 17 17 17
split_gain=0.03309 0.001697 0.00277817 0.00170979 0.000567119 0.00134777 0.00118228 0.00150269 0.00071699 0.000415944 0.00154752 0.000657839 0.000324626
threshold=-0.41270499999999993 0.08821500000000003 0.11061500000000002 0.13160500000000006 0.096685000000000021 0.50644500000000015 -0.072624999999999981 0.097365000000000021 0.11640000000000002 0.51544000000000012 0.41580500000000009 0.4039100000000001 0.6218950000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 9 6 7 -6 -8 10 11 -2 -11
right_child=1 2 -4 -5 5 -7 8 -9 -10 12 -12 -13 -14
leaf_value=-0.0026993123475481766 -1.415253521684461e-05 -0.00087291073837006915 0.00012186552365615239 -0.00058507040259435893 6.6119295195502274e-05 0.00057318925416309399 -0.00020427835689788864 0.00061148007393979631 0.00012042769826473597 0.00037739888375945568 -0.00047501332327767382 0.00034638981030799194 3.5297925729998498e-06
leaf_weight=46 2636 58 51 49 238 53 197 65 99 47 72 51 54
leaf_count=46 2636 58 51 49 238 53 197 65 99 47 72 51 54
internal_value=0 -1.31279e-05 -0.000399955 -1.05745e-06 6.85771e-06 9.07645e-05 4.67124e-05 0.000185813 -9.29117e-05 -1.19845e-05 -1.95147e-05 -7.00467e-06 0.000185614
internal_weight=0 3670 109 3561 3512 652 599 303 296 2860 2759 2687 101
internal_count=3716 3670 109 3561 3512 652 599 303 296 2860 2759 2687 101
is_linear=0
shrinkage=0.0995203


Tree=9573
num_leaves=16
num_cat=0
split_feature=6 22 17 6 17 3 0 17 2 20 11 11 17 1 17
split_gain=0.0278364 0.00133881 0.00123116 0.000592729 0.000684853 0.00105457 0.00206484 0.000802074 0.000732297 0.000457472 0.000512301 0.000584437 0.000463194 0.000691422 0.000628657
threshold=0.23663500000000004 0.13160500000000006 -0.5696199999999999 0.089315000000000019 0.021725000000000005 0.10871500000000002 -0.085474999999999982 0.057560000000000014 -0.070354999999999987 -0.081374999999999989 -0.37506 -0.087264999999999995 -0.087770000000000001 -0.0101 -0.46515999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 6 -5 -6 -9 12 -11 -12 14 -14 -4
right_child=-2 -3 3 4 7 -7 -8 8 -10 10 11 -13 13 -15 -16
leaf_value=-0.00044119911115770747 -0.0023283820527330674 -0.00048360848964306021 0.00020482245732414485 0.00057850771032275929 0.00050539132756012421 -0.00031698893187510034 -2.7938750622783242e-05 1.1070795934998021e-06 0.00034040890537705295 0.00028812497053232959 -0.00039821255882929431 -3.7196154971755163e-05 -6.3768965765631709e-05 0.0002217884393755333 -0.00018542752515437832
leaf_weight=62 52 58 58 66 64 85 341 206 94 46 46 2034 120 253 131
leaf_count=62 52 58 58 66 64 85 341 206 94 46 46 2034 120 253 131
internal_value=0 -9.22322e-06 -1.36604e-06 6.09758e-06 7.83885e-05 1.48566e-07 6.83926e-05 0.000181892 0.00011015 -1.66191e-05 -3.79685e-05 -4.55738e-05 6.26873e-05 0.000127725 -6.13369e-05
internal_weight=0 3664 3606 3544 856 492 407 364 300 2688 2126 2080 562 373 189
internal_count=3716 3664 3606 3544 856 492 407 364 300 2688 2126 2080 562 373 189
is_linear=0
shrinkage=0.0995203


Tree=9574
num_leaves=15
num_cat=0
split_feature=20 10 4 22 26 17 2 1 2 9 9 2 26 26
split_gain=0.0239634 0.00130287 0.00134268 0.00115527 0.000415696 0.00105646 0.000870716 0.00184156 0.000641867 0.000353585 0.00218123 0.000939728 0.000578449 0.000457111
threshold=-0.41270499999999993 0.08821500000000003 0.10724500000000002 0.13160500000000006 0.096685000000000021 0.50644500000000015 -0.072624999999999981 -0.083284999999999984 -0.067815 0.088610000000000008 0.089025000000000021 -0.071629999999999985 0.091195000000000012 0.089795000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 9 6 7 -6 -8 12 -11 -12 13 -2
right_child=1 2 -4 -5 5 -7 8 -9 -10 10 11 -13 -14 -15
leaf_value=-0.0022951882574472745 1.4786103191811262e-05 -0.00071403586604474733 -4.9096166357453818e-08 -0.00047871529513112326 -0.00028584124840342137 0.00050692013428976269 -0.00038962027321615448 0.00029495677574155088 -6.3755088485760223e-06 -0.00062034851777089046 -6.6530920285450115e-05 0.00020726609751286313 0.0003096419659050437 -0.0002441291293143385
leaf_weight=46 1824 52 57 49 69 53 54 234 242 64 687 151 64 70
leaf_count=46 1824 52 57 49 69 53 54 234 242 64 687 151 64 70
internal_value=0 -9.23117e-06 -0.000348177 9.13874e-07 7.83884e-06 7.96687e-05 4.04985e-05 0.000159994 -7.90575e-05 -8.25013e-06 -5.9991e-05 -1.62183e-05 1.51675e-05 4.78468e-06
internal_weight=0 3670 109 3561 3512 652 599 303 296 2860 902 838 1958 1894
internal_count=3716 3670 109 3561 3512 652 599 303 296 2860 902 838 1958 1894
is_linear=0
shrinkage=0.0995203


Tree=9575
num_leaves=15
num_cat=0
split_feature=20 10 3 22 26 3 17 1 9 9 17 17 17 26
split_gain=0.0194292 0.00106117 0.00203837 0.000936571 0.000334826 0.00100921 0.00144971 0.00086102 0.000828614 0.00174759 0.000310098 0.00125814 0.000461075 0.000281894
threshold=-0.41270499999999993 0.08821500000000003 0.11061500000000002 0.13160500000000006 0.096685000000000021 0.10134000000000003 0.27568500000000007 -0.083284999999999984 0.098875000000000018 0.11296000000000002 0.51544000000000012 0.41580500000000009 0.25342000000000009 0.087395000000000014
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 -6 -7 -10 11 12 -2 -12
right_child=1 2 -4 -5 5 8 -8 -9 9 -11 13 -13 -14 -15
leaf_value=-0.0020667708328242344 -1.2995574157729639e-05 -0.00072010875695643656 0.00013121234562453801 -0.00043107345878897786 -0.00020876700633785497 -0.0003208415568429263 0.00068707862345127925 0.00018605853849489872 0.00045277077950577191 -0.00017365254573316482 0 -0.00042457135223595877 0.00016592101849591354 0.00033452473166622917
leaf_weight=46 2536 58 51 49 68 89 49 254 68 124 52 72 151 49
leaf_count=46 2536 58 51 49 68 89 49 254 68 124 52 72 151 49
internal_value=0 -8.37908e-06 -0.000314274 7.5429e-07 7.01232e-06 7.14901e-05 0.000179864 0.000100137 -6.86811e-05 4.39421e-05 -7.40058e-06 -1.39441e-05 -2.63642e-06 0.000163243
internal_weight=0 3670 109 3561 3512 652 371 322 281 192 2860 2759 2687 101
internal_count=3716 3670 109 3561 3512 652 371 322 281 192 2860 2759 2687 101
is_linear=0
shrinkage=0.0995203


Tree=9576
num_leaves=17
num_cat=0
split_feature=6 18 1 5 25 1 2 26 6 3 26 8 8 4 4 11
split_gain=0.0159033 0.0133233 0.00126867 0.00701124 0.00114457 0.000582267 0.00255047 0.000683419 0.000674698 0.00184144 0.000506455 0.00183253 0.00178602 0.000807893 0.0010629 0.000407158
threshold=0.23663500000000004 0.31690500000000005 -0.080689999999999998 -0.093384999999999982 1.0000000180025095e-35 -0.07002499999999999 -0.075429999999999983 0.08734500000000002 0.11816500000000002 0.10850000000000003 0.087825000000000028 -0.049499999999999995 -0.074204999999999993 0.10724500000000002 0.10333000000000002 -0.23667999999999997
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 -4 15 -10 13 12 -12 14 -5 -7
right_child=-2 -3 4 10 -6 8 -8 -9 9 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0010533874587786494 -0.0017352801682380332 -0.0016637120301458525 0.00028813236398263009 -1.1956313789467827e-05 0.00036201841813298692 0.00025727247134190969 -0.00068127383909324078 -9.4173679389252831e-05 0.00057704190924886916 -0.00018752227247901602 0.00011827257174934678 -0.00042091783792595956 0.00077094655552094457 0.00029440471958697568 -0.00051377261866518518 -3.1902997619637548e-05
leaf_weight=73 53 47 59 505 76 49 71 213 66 57 355 53 48 74 46 1869
leaf_count=73 53 47 59 505 76 49 71 213 66 57 355 53 48 74 46 1869
internal_value=0 8.58137e-07 2.27324e-05 0.000108921 -1.73666e-05 -2.98045e-05 -0.000149941 -8.23731e-06 -9.21396e-06 0.000216076 4.43843e-05 0.000124306 0.000198042 -1.26169e-05 -5.5336e-05 -2.40885e-05
internal_weight=0 3661 3614 1154 2460 2384 343 272 2041 123 1081 456 403 625 551 1918
internal_count=3714 3661 3614 1154 2460 2384 343 272 2041 123 1081 456 403 625 551 1918
is_linear=0
shrinkage=0.0995203


Tree=9577
num_leaves=22
num_cat=0
split_feature=20 1 1 5 25 20 0 8 0 9 10 1 2 2 18 1 2 0 21 20 9
split_gain=0.0139923 0.0454377 0.00103918 0.00573651 0.00100554 0.000719149 0.000485479 0.00106966 0.000693203 0.000582544 0.000893892 0.000451264 0.00206797 0.000693689 0.00073202 0.000646641 0.000685047 0.000417967 0.000404312 0.00106552 0.000514337
threshold=-0.15498999999999999 -0.047889999999999995 -0.080689999999999998 -0.093384999999999982 1.0000000180025095e-35 -0.40431 -0.087184999999999999 -0.089984999999999996 -0.086474999999999996 0.098465000000000011 0.085585000000000022 -0.07002499999999999 -0.075429999999999983 -0.080069999999999988 0.087065000000000017 -0.053299999999999993 -0.072419999999999998 -0.076154999999999987 -0.070074999999999985 -0.0078249999999999986 -0.20504500000000001
decision_type=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 -3 7 -5 -8 10 -10 12 13 14 -4 16 -13 -15 19 -17 -20
right_child=2 5 4 6 -6 -7 8 -9 9 -11 -12 15 -14 17 -16 18 -18 -19 20 -21 -22
leaf_value=-0.0032803411870070322 0.00095769803778283219 0.00057151548795344401 9.0456608470454444e-05 0 0.00034517620128219208 2.616966940250537e-05 -0.0003638785888013583 0.000549122957818077 3.6715110805020395e-05 0.00031893122072748018 -0.00038198508677946718 0.00049351344511403157 -0.00061347332676355145 0.00026981866248596779 -0.00038780834610783782 -4.1545138430028687e-05 4.9957660029318385e-06 -6.6106233972267783e-05 0.00029456683475368117 -0.00056569440624211844 -1.7510157738471488e-05
leaf_weight=54 72 46 52 88 73 57 46 56 761 65 54 50 71 91 73 215 74 56 54 48 1558
leaf_count=54 72 46 52 88 73 57 46 56 761 65 54 50 71 91 73 215 74 56 54 48 1558
internal_value=0 -0.000940891 1.90189e-05 9.7354e-05 -1.7685e-05 0.00027767 3.86965e-05 0.000209029 1.13245e-05 3.18676e-05 7.96854e-06 -2.93449e-05 -0.000135019 -7.11799e-06 -0.000182301 -1.08033e-05 0.000208581 0.000136278 -2.57485e-05 -0.00014032 -6.54812e-06
internal_weight=0 157 3557 1142 2415 103 1070 144 926 880 815 2342 343 272 125 1999 124 147 1875 263 1612
internal_count=3714 157 3557 1142 2415 103 1070 144 926 880 815 2342 343 272 125 1999 124 147 1875 263 1612
is_linear=0
shrinkage=0.0995203


Tree=9578
num_leaves=14
num_cat=0
split_feature=20 18 17 6 9 18 18 9 25 5 20 17 2
split_gain=0.0122201 0.0102583 0.00130889 0.00228608 0.00105541 0.000860095 0.00705151 0.00874061 0.00132613 0.000779356 0.00064107 0.000491147 0.000502319
threshold=-0.41270499999999993 0.31690500000000005 0.42451000000000011 0.11690000000000002 0.091965000000000033 0.085685000000000025 0.089020000000000016 0.085525000000000032 1.0000000180025095e-35 0.23074000000000006 -0.090514999999999998 0.40441500000000008 0.42989000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 8 7 -7 11 10 -8 12 -2
right_child=1 -3 3 -5 -6 6 9 -9 -10 -11 -12 -13 -14
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leaf_weight=48 2439 47 86 47 78 56 50 46 52 47 621 48 49
leaf_count=48 2439 47 86 47 78 56 50 46 52 47 621 48 49
internal_value=0 1.28871e-06 2.04836e-05 -0.000219512 -3.8893e-05 3.55827e-05 0.000124465 0.000898888 7.10442e-06 1.33088e-05 -1.2952e-05 -2.77582e-06 -9.17891e-06
internal_weight=0 3666 3619 211 164 3408 820 102 2588 718 671 2536 2488
internal_count=3714 3666 3619 211 164 3408 820 102 2588 718 671 2536 2488
is_linear=0
shrinkage=0.0995203


Tree=9579
num_leaves=11
num_cat=0
split_feature=21 17 6 17 17 6 9 3 26 25
split_gain=0.0110868 0.00689288 0.00230305 0.00235616 0.00096948 0.00178253 0.000879057 0.000682336 0.00822356 0.000799823
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decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 7 6 -6 8 -5 -9
right_child=1 2 -4 4 5 -7 -8 9 -10 -11
leaf_value=-0.0012068900922220785 -0.0011298013315907305 -0.00067189024007739283 0.00059809759483736764 -1.1420001315230398e-05 -0.00024592939496550852 -0.00070818405505464026 0.00020049345812003525 7.3544070230334307e-06 0.001078722457168555 0.00042220846842123104
leaf_weight=76 52 49 68 507 89 49 85 2613 79 47
leaf_count=76 52 49 68 507 89 49 85 2613 79 47
internal_value=0 7.45544e-06 2.41749e-05 1.28488e-05 2.27568e-05 -0.00017734 -2.31445e-05 3.67556e-05 0.000134148 1.49923e-05
internal_weight=0 3638 3586 3518 3469 223 174 3246 586 2660
internal_count=3714 3638 3586 3518 3469 223 174 3246 586 2660
is_linear=0
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Tree=9580
num_leaves=12
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split_feature=10 6 23 8 4 4 5 18 1 1 5
split_gain=0.00213816 0.00303088 0.00130703 0.000775313 0.00138254 0.00239281 0.00113023 0.000697145 0.000436901 0.00103039 0.000401718
threshold=0.091080000000000022 0.18123500000000006 0.086650000000000019 -1.0000000180025095e-35 0.10739000000000003 0.12205500000000002 0.51100000000000012 -0.22342499999999998 -0.50954999999999984 -0.49056499999999997 0.11083500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 8 -6 7 -1 -5 -10 -9
right_child=-2 -3 -4 4 5 -7 -8 10 9 -11 -12
leaf_value=0.00037356138928253271 -0.00050836773305401096 0.0005951163478556008 -0.00046130672274688033 0.00032413565551378499 0.00091353162559837863 0 -0.0003826358465719731 -1.886020944442346e-05 -0.00030462959064922603 7.5227942912682087e-05 0.00010623829209991101
leaf_weight=49 77 89 58 52 53 59 78 2376 82 502 284
leaf_count=49 77 89 58 52 53 59 78 2376 82 502 284
internal_value=0 2.13037e-05 6.86231e-06 1.47753e-05 0.000104829 0.000428156 -9.10034e-06 1.35266e-06 4.66035e-05 2.049e-05 -5.19607e-06
internal_weight=0 3682 3593 3535 748 112 2787 2709 636 584 2660
internal_count=3759 3682 3593 3535 748 112 2787 2709 636 584 2660
is_linear=0
shrinkage=0.0995203


Tree=9581
num_leaves=14
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split_feature=10 21 23 8 9 4 5 26 5 9 3 5 1
split_gain=0.00173398 0.00125356 0.00117314 0.00109619 0.000912188 0.0031602 0.00203735 0.00153798 0.000903475 0.000691077 0.000579544 0.000757142 0.000492297
threshold=0.091080000000000022 -0.10223999999999998 0.086650000000000019 -1.0000000180025095e-35 0.11296000000000002 0.10739000000000003 -0.41397 -0.057034999999999995 0.51100000000000012 0.09550500000000002 0.091865000000000016 -0.014739999999999998 -0.057259999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 9 -7 -6 10 -5 11 -3 -12
right_child=-2 2 -4 4 7 6 -8 -9 -10 -11 12 -13 -14
leaf_value=0.00042217961657879817 -0.0004577750162381836 -0.00010991187975429549 -0.00043675735140283079 0.00013259304561506839 0.00024475454618629999 0.0002365918174995756 0.0011653475280675484 -0.00054561229207084375 -0.00034455585727625272 -0.00013173292633576701 0.00014056081277201744 2.826773911925442e-05 3.3678620131254182e-06
leaf_weight=75 77 782 57 442 46 52 47 50 78 123 407 775 748
leaf_count=75 77 782 57 442 46 52 47 50 78 123 407 775 748
internal_value=0 1.91932e-05 1.05869e-05 1.80003e-05 0.000124045 0.000166108 0.000685786 -0.000158368 -1.05929e-05 7.36006e-05 -6.85951e-07 -4.06069e-05 5.24208e-05
internal_weight=0 3682 3607 3550 760 664 99 96 2790 565 2712 1557 1155
internal_count=3759 3682 3607 3550 760 664 99 96 2790 565 2712 1557 1155
is_linear=0
shrinkage=0.0995203


Tree=9582
num_leaves=12
num_cat=0
split_feature=20 10 23 17 9 8 8 5 26 20 20
split_gain=0.00344817 0.00133438 0.000860449 0.000786854 0.000914134 0.000486683 0.00117148 0.000477967 0.00039924 0.00110419 0.000547829
threshold=-0.41270499999999993 0.091080000000000022 0.086650000000000019 -0.55286000000000002 0.09143500000000003 -0.046889999999999994 -0.053049999999999993 0.51100000000000012 0.15222000000000005 -0.040959999999999996 -0.08267999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -5 10 -10 -7
right_child=1 -3 -4 5 -6 8 -8 -9 9 -11 -12
leaf_value=0.00086470917661072416 0 -0.00041221685663122551 -0.00037340502112047678 -4.9388304216774222e-07 0.00052131299760462251 0.00017479730093977042 -0.00043373336678024176 -0.00027652727004294649 -5.9983073228435338e-05 0.00059179252782425831 -4.8010988937881936e-06
leaf_weight=46 71 77 58 2347 64 224 66 64 50 49 643
leaf_count=46 71 77 58 2347 64 224 66 64 50 49 643
internal_value=0 -2.07871e-06 6.38169e-06 1.27669e-05 0.00024854 3.28445e-06 -1.98307e-05 -8.16073e-06 6.34033e-05 0.000254344 4.06561e-05
internal_weight=0 3713 3636 3578 135 3443 2477 2411 966 99 867
internal_count=3759 3713 3636 3578 135 3443 2477 2411 966 99 867
is_linear=0
shrinkage=0.0995203


Tree=9583
num_leaves=11
num_cat=0
split_feature=20 10 17 18 7 3 3 3 3 8
split_gain=0.00279654 0.00111401 0.000798451 0.00105876 0.000364548 0.000397936 0.00100904 0.000663949 0.000671932 0.000537438
threshold=-0.41270499999999993 0.090150000000000022 -0.55286000000000002 -0.037059999999999989 -0.10984999999999999 0.090995000000000006 0.090435000000000029 0.091475000000000015 0.091865000000000016 -0.079854999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 9 -7 -9 -6
right_child=1 -3 4 -5 5 7 -8 8 -10 -11
leaf_value=0.00077865299348160678 0.00052036402791497897 -0.00035402353924286967 -0.00024168077332920924 -4.1731175606185515e-05 -5.3401336273064454e-05 0.00034775313526876468 -0.00037169578989357428 -0.00034726844157821526 3.3250835762209346e-05 7.2663814223044746e-05
leaf_weight=46 68 87 62 60 1102 65 83 47 1661 478
leaf_count=46 68 87 62 60 1102 65 83 47 1661 478
internal_value=0 -1.93261e-06 6.28949e-06 0.000250486 -2.41223e-06 1.66694e-06 -3.30522e-05 3.46937e-05 2.23006e-05 -1.47445e-05
internal_weight=0 3713 3626 128 3498 3436 1663 1773 1708 1580
internal_count=3759 3713 3626 128 3498 3436 1663 1773 1708 1580
is_linear=0
shrinkage=0.0995203


Tree=9584
num_leaves=11
num_cat=0
split_feature=6 9 8 38 1 9 1 8 9 9
split_gain=0.00164374 0.000830857 0.00101766 0.000422246 0.000510187 0.000367981 0.002594 0.00155047 0.000502758 0.000128806
threshold=0.23663500000000004 0.11985000000000003 0.085560000000000011 -0.083229999999999985 0.51613500000000012 0.11296000000000002 0.50996500000000011 -0.051259999999999993 0.10892000000000003 0.15091000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 -1 5 6 8 -7 -5 -3
right_child=-2 2 -4 4 -6 7 -8 -9 -10 -11
leaf_value=0.00027685193103496575 0.00056360387830929105 0.00014456261912437039 0.00058097648553998309 -8.971609579729131e-06 -0.00029046187842545542 0.0001968511354544212 0.00068769486634392811 -0.00060272519670751435 -0.0003276917888724787 -7.7604974260657918e-05
leaf_weight=50 52 52 53 3253 65 46 53 48 50 47
leaf_count=50 52 52 53 3253 65 46 53 48 50 47
internal_value=0 0 0.000228037 -9.54684e-06 -1.38537e-05 -8.40495e-06 -2.71794e-06 -0.000202734 -1.40442e-05 3.08202e-05
internal_weight=0 3717 152 3565 3515 3450 3356 94 3303 99
internal_count=3769 3717 152 3565 3515 3450 3356 94 3303 99
is_linear=0
shrinkage=0.0995203


Tree=9585
num_leaves=15
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split_feature=6 4 0 4 1 21 17 3 4 3 27 21 21 21
split_gain=0.00133285 0.000686171 0.000483495 0.000871451 0.000591633 0.00113828 0.000428329 0.000308625 0.000812783 0.000665893 0.000254679 0.000267052 0.00115052 0.000830906
threshold=0.23663500000000004 0.15221500000000004 -0.051394999999999996 0.12182500000000003 -0.057259999999999998 0.092470000000000011 -0.55157999999999996 0.099655000000000021 0.085065000000000016 0.10669500000000003 -0.01137 0.096230000000000024 0.09865500000000002 0.093835000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 7 -6 -1 8 -4 -9 -8 13 -13 -12
right_child=-2 -3 3 -5 5 -7 10 9 -10 -11 11 12 -14 -15
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leaf_weight=52 52 54 86 91 59 54 57 63 83 123 2345 53 541 56
leaf_count=52 52 54 86 91 59 54 57 63 83 123 2345 53 541 56
internal_value=0 0 -5.03975e-06 7.98625e-05 0.000135699 0.000335982 -2.05936e-05 6.96416e-05 0.000167432 -1.48096e-05 -1.54852e-05 -1.12313e-05 4.80315e-05 -2.62336e-05
internal_weight=0 3717 3663 559 468 113 3104 355 169 186 3052 2995 594 2401
internal_count=3769 3717 3663 559 468 113 3104 355 169 186 3052 2995 594 2401
is_linear=0
shrinkage=0.0995203


Tree=9586
num_leaves=12
num_cat=0
split_feature=20 11 18 30 18 18 17 26 18 18 10
split_gain=0.00211159 0.000755628 0.000513842 0.000520034 0.000477908 0.000762827 0.000440414 0.000740374 0.000429643 0.000421879 0.000382158
threshold=-0.41270499999999993 -0.37506 0.14607000000000003 0.11634000000000003 -0.12363 -0.14624999999999996 -0.0046399999999999992 0.092300000000000021 -0.10726999999999999 -0.17307499999999998 0.089450000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 9 7 -4 -6 -3 -10
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leaf_value=0.00067662052169941149 0.00033708950911360506 9.2054257748898122e-05 4.0615200077041208e-05 -0.00034980391636067287 -0.00025802932312869991 0.0004665215482993641 -2.6275039019875298e-05 0.00056336757606956624 -2.4804782908558389e-05 -0.00020696138429219515 0.00020033323736788703
leaf_weight=46 64 259 66 46 77 48 76 50 2905 56 76
leaf_count=46 64 259 66 46 77 48 76 50 2905 56 76
internal_value=0 -1.63402e-06 -7.78241e-06 -1.67714e-05 -1.20541e-05 9.54415e-05 0.000150271 0.000272997 -2.5082e-05 3.62971e-05 -1.87903e-05
internal_weight=0 3723 3659 3467 3421 363 192 116 3058 315 2981
internal_count=3769 3723 3659 3467 3421 363 192 116 3058 315 2981
is_linear=0
shrinkage=0.0995203


Tree=9587
num_leaves=16
num_cat=0
split_feature=20 9 30 0 4 21 2 17 26 26 7 3 4 17 9
split_gain=0.00171207 0.000715131 0.000389937 0.000344271 0.000719899 0.000444397 0.000707812 0.000348995 0.000331342 0.000531074 0.00034106 0.000324446 0.000632297 0.00051253 0.000222335
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 -2 9 -9 -10 12 -6 -13 -7
right_child=1 -3 -4 4 11 14 -8 8 10 -11 -12 13 -14 -15 -16
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leaf_weight=46 52 47 46 195 61 46 57 121 2742 57 89 52 54 58 46
leaf_count=46 52 47 46 195 61 46 57 121 2742 57 89 52 54 58 46
internal_value=0 -1.42763e-06 -6.57859e-06 -2.70212e-06 6.81103e-05 0.000159363 0.000228016 -1.61327e-05 -1.1431e-05 -0.000143233 -2.8547e-06 -6.77665e-05 -0.000186194 4.86018e-05 -1.9789e-05
internal_weight=0 3723 3676 3630 569 344 252 3061 3009 178 2831 225 115 110 92
internal_count=3769 3723 3676 3630 569 344 252 3061 3009 178 2831 225 115 110 92
is_linear=0
shrinkage=0.0995203


Tree=9588
num_leaves=15
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split_feature=20 0 1 1 18 6 6 3 18 18 8 0 8 0
split_gain=0.00126837 0.000672056 0.000652978 0.000544831 0.000831191 0.000358369 0.000580548 0.000517992 0.0014855 0.00134356 0.000903561 0.000387149 0.000871443 0.000620429
threshold=-0.41270499999999993 -0.23058999999999999 0.036605000000000013 -0.50597999999999999 -0.019539999999999998 0.095080000000000012 0.09278500000000002 0.10871500000000002 0.10927000000000002 0.15374500000000005 -0.07743499999999999 -0.057604999999999996 0.10068500000000002 -0.062714999999999993
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 10 -9 -7 13 -13 -5
right_child=1 3 -4 5 -6 7 -8 9 -10 -11 -12 12 -14 -15
leaf_value=0.00051958823015578839 0.00052731044518372497 0.00045258032274318093 3.3545855718886339e-05 -1.5083787176133494e-05 -1.3524234731900483e-05 0.0001673604086379036 -0.00029413263444738906 0.00011555387096802856 0.00049988116127392204 -0.00054618637852202367 -0.0001736353291754787 -3.6668995863617219e-05 -0.00040367372909955624 0.00033208684480848873
leaf_weight=47 46 63 72 2367 87 176 81 86 80 46 136 324 82 52
leaf_count=47 46 63 72 2367 87 176 81 86 80 46 136 324 82 52
internal_value=0 -4.78848e-07 0.000232968 -8.40213e-06 0.000176782 -1.67392e-05 -3.05846e-05 5.8482e-05 0.000116917 -0.000108851 1.60974e-05 -2.27382e-05 -0.000112809 -7.28242e-06
internal_weight=0 3698 118 3580 150 3430 2906 524 392 132 312 2825 406 2419
internal_count=3745 3698 118 3580 150 3430 2906 524 392 132 312 2825 406 2419
is_linear=0
shrinkage=0.0995203


Tree=9589
num_leaves=10
num_cat=0
split_feature=20 0 5 11 29 5 18 18 26
split_gain=0.00102847 0.000548534 0.000703153 0.000335612 0.000506925 0.000439038 0.000370018 0.000954912 0.000589862
threshold=-0.41270499999999993 -0.23058999999999999 -0.091729999999999992 -0.37931999999999999 -0.11266 -0.54165499999999989 0.11061000000000003 0.10435500000000002 0.11746500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 7 -7 -8
right_child=1 3 -4 4 5 6 8 -9 -10
leaf_value=0.0004678790430231195 4.6853642118378782e-06 -0.00022840876412552499 0.00051477990805774492 0.00031431318002386592 -0.00027488952593935706 -6.6975825529789281e-06 1.7443387975399216e-05 -0.00040502045832316183 0.00030862188322294169
leaf_weight=47 72 67 46 49 60 2948 303 61 92
leaf_count=47 72 67 46 49 60 2948 303 61 92
internal_value=0 -4.09164e-07 0.000210473 -7.58871e-06 -3.1442e-06 -7.87112e-06 -2.92407e-06 -1.50447e-05 8.73347e-05
internal_weight=0 3698 118 3580 3513 3464 3404 3009 395
internal_count=3745 3698 118 3580 3513 3464 3404 3009 395
is_linear=0
shrinkage=0.0995203


Tree=9590
num_leaves=14
num_cat=0
split_feature=20 4 4 4 9 29 4 0 4 7 17 17 20
split_gain=0.000853359 0.000527881 0.00384254 0.00219276 0.000902796 0.0010572 0.00065002 0.000782855 0.000580577 0.00053604 0.000528663 0.000370641 0.000278948
threshold=-0.24910499999999999 0.10716000000000002 0.10925500000000002 0.10495500000000003 0.11351500000000002 0.089275000000000007 0.10252500000000002 -0.23058999999999999 0.11198000000000002 0.016975000000000004 -0.55286000000000002 -0.50029000000000001 -0.0088249999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 6 5 8 7 -2 -4 -10 12 -12 -9
right_child=1 2 4 -5 -6 -7 -8 10 9 -11 11 -13 -14
leaf_value=0.00033941109818611052 0.00035411021457143157 -0.00096215323472575315 0.00030896306556908672 0.0006314619490998619 -0.00037361009653885685 0.00048655230322886776 -0.00030828678997365665 0.00040855544685451943 0 -0.00031072039648878858 -0.00014383262748721371 3.5847805674069814e-06 4.0966516905480889e-05
leaf_weight=74 64 46 48 56 61 46 65 47 309 68 180 2635 46
leaf_count=74 64 46 48 56 61 46 65 47 309 68 180 2635 46
internal_value=0 -1.7745e-06 -8.92716e-05 1.43117e-05 -1.2258e-05 3.28033e-05 2.66238e-06 9.73854e-06 -1.43822e-05 -5.77223e-05 1.878e-06 -5.55075e-06 0.00023554
internal_weight=0 3671 578 3093 532 471 3037 2972 425 377 2908 2815 93
internal_count=3745 3671 578 3093 532 471 3037 2972 425 377 2908 2815 93
is_linear=0
shrinkage=0.0995203


Tree=9591
num_leaves=10
num_cat=0
split_feature=20 23 1 5 26 29 3 5 3
split_gain=0.000705737 0.000461298 0.000441767 0.000857978 0.000378524 0.000611871 0.000513334 0.000436148 0.000498044
threshold=-0.41270499999999993 0.10148000000000003 -0.50597999999999999 0.24444000000000005 -0.23202999999999999 -0.09973499999999999 0.10669500000000003 0.6362850000000001 0.087745000000000031
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 -6 -4 8 -7
right_child=1 -3 4 -5 5 7 -8 -9 -10
leaf_value=0.00038753740656255356 -5.723575211002235e-05 0.00030920258339469552 8.7170529725842414e-07 0.0004115390347573276 0.00035017538337292221 -6.3100439765681352e-05 -0.00042096222883237908 -0.00031584370534528126 1.9641054937774206e-05
leaf_weight=47 78 47 55 72 47 1058 52 46 2243
leaf_count=47 78 47 55 72 47 1058 52 46 2243
internal_value=0 -3.46628e-07 -4.55574e-06 0.000162319 -1.19393e-05 -5.88018e-06 -0.000196481 -1.11247e-05 -6.63034e-06
internal_weight=0 3698 3651 150 3501 3394 107 3347 3301
internal_count=3745 3698 3651 150 3501 3394 107 3347 3301
is_linear=0
shrinkage=0.0995203


Tree=9592
num_leaves=15
num_cat=0
split_feature=5 5 8 0 3 8 3 21 2 3 29 27 28 3
split_gain=0.00131979 0.00888601 0.00112939 0.000921998 0.0014588 0.000513775 0.000425726 0.000508461 0.000671814 0.000308371 0.000298338 0.00052079 0.000483908 0.00024229
threshold=0.065520000000000023 0.073820000000000011 0.24614500000000003 -0.23032 0.099655000000000021 0.11023500000000003 0.13775000000000004 0.12684000000000004 0.10674000000000002 0.087045000000000025 0.096845000000000028 -0.032854999999999995 0.080375000000000016 0.089305000000000009
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 9 -3 11 -5 -13 -11
right_child=1 6 -4 5 -6 -7 -8 -9 -10 13 -12 12 -14 -15
leaf_value=-0.00061418014613337643 0.0014002801311567119 0.00024247863429495141 -0.0005029995996576166 0.00031559122904806366 3.2405290061250625e-05 0.00029891466373878773 0.00025412032362692857 -0.00025462364415598007 -0.00028683521456480878 -0.00015061250782082727 -0.00024145497982347634 -8.6377227220247829e-06 -0.00033517907678763225 6.1780132344069265e-05
leaf_weight=65 50 86 49 48 69 53 76 67 58 59 56 2513 46 432
leaf_count=65 50 86 49 48 69 53 76 67 58 59 56 2513 46 432
internal_value=0 0.000113873 -2.85639e-05 -2.01197e-05 -0.000275128 -7.23691e-06 3.01469e-05 4.73297e-06 3.33873e-05 6.69949e-05 -1.36375e-05 -8.42979e-06 -1.48275e-05 3.45911e-05
internal_weight=0 828 2899 2850 134 2716 778 702 635 577 2663 2607 2559 491
internal_count=3727 828 2899 2850 134 2716 778 702 635 577 2663 2607 2559 491
is_linear=0
shrinkage=0.0995203


Tree=9593
num_leaves=22
num_cat=0
split_feature=5 5 4 20 20 20 23 18 18 3 3 3 3 8 17 18 4 20 26 3 8
split_gain=0.00107068 0.0072049 0.000927407 0.000635713 0.000768727 0.000602118 0.000478864 0.000591964 0.000854823 0.000502518 0.000476907 0.000897436 0.000669176 0.000627143 0.000518328 0.000468365 0.000422008 0.000419682 0.000431867 0.000402316 0.000869967
threshold=0.065520000000000023 0.073820000000000011 0.15028500000000003 -0.15314999999999998 -0.083495 -0.08237499999999999 0.086650000000000019 -0.097709999999999991 -0.09053499999999999 0.12131500000000002 0.097595000000000029 0.089655000000000026 0.10648500000000002 -0.088734999999999994 0.0065250000000000013 -0.092864999999999989 0.10606500000000003 0.0013750000000000004 -0.063069999999999987 0.087975000000000012 -0.084915000000000004
decision_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 -3 -5 10 7 -7 15 -10 11 19 -12 -14 -13 -9 17 18 -6 20 -1
right_child=1 3 -4 4 16 6 -8 8 9 -11 12 14 13 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00010438530333924894 0.001260924167309311 0.00033010836781910858 -0.0004349685495914213 -0.00032877289655462911 0.00037215715366825214 0.00022195688000234892 -0.00033032186260199348 -9.4051708046612008e-05 -9.1541970553248121e-06 -0.00017076416935757016 -0.00034264030336221714 0.00054101872148078819 -0.0001676231196282815 0.00032835342356778038 9.1949404770487239e-05 -0.00049900541562921026 -0.00022552256495330956 -0.00015943436131295191 5.9281264258432564e-05 -0.00021463800740704461 0.00036216982882968329
leaf_weight=84 50 63 54 64 50 87 55 65 1885 214 54 72 46 53 47 60 56 74 471 51 72
leaf_count=84 50 63 54 64 50 87 55 65 1885 214 54 72 46 53 47 60 56 74 471 51 72
internal_value=0 0.000102541 -2.57494e-05 2.7042e-05 0 -1.76944e-05 -3.85318e-05 -3.12332e-05 -4.15058e-05 -2.60209e-05 8.35223e-05 0.000152259 -5.75851e-05 8.96308e-05 0.000370535 -0.000294979 3.26932e-05 5.83718e-05 9.0879e-05 2.28216e-05 0.0001057
internal_weight=0 828 2899 778 715 2845 2366 2311 2224 2099 479 326 153 99 119 125 651 595 521 207 156
internal_count=3727 828 2899 778 715 2845 2366 2311 2224 2099 479 326 153 99 119 125 651 595 521 207 156
is_linear=0
shrinkage=0.0995203


Tree=9594
num_leaves=21
num_cat=0
split_feature=17 17 20 0 4 30 20 20 20 1 1 20 5 0 1 17 17 20 20 6
split_gain=0.000941798 0.0109571 0.000844061 0.000728032 0.00131449 0.000733463 0.000718196 0.000486885 0.00043874 0.000400841 0.000954483 0.000547436 0.000442436 0.000377297 0.000334711 0.000286752 0.00051172 0.000284594 0.000364526 0.000219694
threshold=-0.12118 -0.14384499999999997 -0.15398499999999998 -0.23032 0.090805000000000011 0.11901000000000002 -0.083495 -0.081254999999999994 -0.08237499999999999 -0.008005 0.18123500000000006 -0.09529 -0.025879999999999997 -0.085144999999999985 -0.50954999999999984 -0.092124999999999999 -0.085715 -0.078725000000000003 -1.0000000180025095e-35 0.086965000000000028
decision_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 -2 8 -4 -8 9 12 11 -11 -5 -14 -10 19 -17 -9 -19 -16
right_child=3 -3 6 5 -6 -7 7 17 14 10 -12 -13 13 -15 15 16 -18 18 -20 -21
leaf_value=0.00033817384391345891 -0.00063752575748594594 0.0014522670944994427 -0.00032024608118440799 -0.00024757409872128443 0 -0.00040436823425731412 0.00029987035250072087 -0.00025251550177905963 -0.00025780673615669758 8.1738542821459422e-05 -9.6629393268274661e-05 0.00052495517289488191 0.00025972662755673038 -4.1404277770106123e-05 0.00025707353919451935 -0.00028462172819370757 -1.6951791646244622e-05 0.00011182569790547031 -5.4565352166927181e-05 -5.1229677765599353e-06
leaf_weight=68 53 55 75 56 76 47 51 48 60 51 70 76 67 98 64 74 1992 193 402 51
leaf_count=68 53 55 75 56 76 47 51 48 60 51 70 76 67 98 64 74 1992 193 402 51
internal_value=0 9.15604e-05 1.16903e-06 -2.56657e-05 -0.000257028 -1.43337e-05 -2.75666e-05 2.88344e-06 -7.13166e-06 8.60347e-05 0.000189346 0.000353417 -2.35333e-06 7.59118e-05 -2.48747e-05 -1.80913e-05 -2.69354e-05 -1.93992e-05 0 0.000133677
internal_weight=0 892 837 2835 129 2706 769 694 2659 418 197 127 221 165 2241 2181 2066 643 595 115
internal_count=3727 892 837 2835 129 2706 769 694 2659 418 197 127 221 165 2241 2181 2066 643 595 115
is_linear=0
shrinkage=0.0995203


Tree=9595
num_leaves=21
num_cat=0
split_feature=2 2 20 4 11 4 24 6 8 2 2 6 2 18 21 1 9 4 8 2
split_gain=0.000823884 0.0110828 0.000632013 0.000603582 0.000754275 0.000491251 0.000600719 0.000472572 0.000702859 0.00187951 0.000486967 0.00102279 0.000589003 0.00043648 0.000431644 0.000354687 0.000591102 0.000419091 0.00034519 0.00028716
threshold=-0.083534999999999984 -0.083974999999999994 -0.16295499999999999 0.15730000000000002 -0.23667999999999997 0.14154500000000006 0.083550000000000027 0.086520000000000027 -0.082654999999999992 -0.086169999999999983 -0.086169999999999983 -0.01146 -0.087075 -0.08727 -0.0092899999999999996 0.41696500000000009 -0.063329999999999984 0.087155000000000024 -0.090134999999999993 -0.086304999999999993
decision_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 -2 6 15 10 18 13 12 -12 14 -10 -4 17 -17 -6 -9 -20
right_child=3 -3 7 -5 5 -7 -8 8 9 -11 11 -13 -14 -15 -16 16 -18 -19 19 -21
leaf_value=0.00035077002044395667 0.00036110906440780686 0.0013762395422206473 0.0002101290872468307 -0.0003894658574916013 -5.5553580746233091e-06 -0.00032751592814171047 -0.00036021376693338503 -0.00015173004726242982 -0.0001847987918229304 -0.00072769043050106635 -0.00014970766517654363 0.00040472646834725616 -0.00028970251783387449 0.00019374569736227578 -1.424825650505596e-05 0.00036608580853274774 -4.2205003339335732e-05 -0.00011913237079636168 -9.6390440218908693e-06 0.00029720173969091792
leaf_weight=49 49 61 102 46 1739 55 52 63 74 56 50 88 66 50 480 62 74 400 55 56
leaf_count=49 49 61 102 46 1739 55 52 63 74 56 50 88 66 50 480 62 74 400 55 56
internal_value=0 6.79368e-05 1.27586e-07 -3.1151e-05 -2.40341e-05 -3.23006e-05 -2.49712e-05 -1.42258e-05 -0.000110178 -0.000248547 2.79478e-05 0.000197912 -6.98513e-06 -2.5558e-05 2.3669e-05 -1.69487e-05 0.000137908 -2.71773e-05 2.82581e-05 0.000137789
internal_weight=0 1250 1189 2477 2431 2382 2327 1140 354 180 786 138 648 124 582 2275 136 2139 174 111
internal_count=3727 1250 1189 2477 2431 2382 2327 1140 354 180 786 138 648 124 582 2275 136 2139 174 111
is_linear=0
shrinkage=0.0995203


Tree=9596
num_leaves=27
num_cat=0
split_feature=2 2 21 26 2 2 1 2 20 17 20 5 20 9 5 17 18 3 9 8 5 6 2 30 20 20
split_gain=0.0025799 0.0109967 0.00238682 0.00788653 0.00228394 0.0175034 0.00111306 0.00447169 0.000955473 0.00142789 0.00059048 0.000396738 0.000346149 0.000959199 0.000530011 0.002407 0.00187735 0.000723309 0.000356556 0.000340672 0.000336566 0.000792928 0.000715686 0.000243839 0.000247991 0.000134049
threshold=-0.084154999999999994 -0.08453999999999999 -0.016949999999999996 0.085465000000000027 -0.082025000000000001 -0.082234999999999989 -0.083284999999999984 -0.082404999999999992 -0.013254999999999999 -0.014289999999999999 -0.085594999999999991 -0.53313499999999991 -0.085594999999999991 0.087155000000000024 -0.015214999999999999 -0.0046399999999999992 -0.011039999999999999 0.10669500000000003 0.083955000000000016 0.0044850000000000011 -0.49053999999999998 -0.47511999999999999 -0.043929999999999997 0.095355000000000023 0.0057800000000000013 -0.042414999999999994
decision_type=2 2 2 2 2 2 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 -2 8 -8 -10 -1 25 13 -4 16 17 -14 -16 -18 -15 22 -22 -13 24 -23 -6
right_child=4 -3 12 -5 11 -7 7 -9 9 -11 -12 20 14 19 15 -17 18 -19 -20 -21 21 23 -24 -25 -26 -27
leaf_value=-0.00024976869564630302 -0.00033693485624438377 0.0016295268052770398 0.00052934758344690602 0.0015310879558627925 -0.00032992715620018835 -0.002042414109983032 0.00014843254823659397 0.00098616561613554103 0.00011633799902760971 -0.00059338102099139474 0.00018510912799324841 -0.00013146929417264105 -0.00071060129263710828 -0.00021480739341398942 -7.6902368928225605e-05 0.00064497089672004417 -0.00020922917467887904 0.00027463281677164074 9.1852785072478409e-05 0.00014876409535619385 -0.00040816486582370817 -1.575373332730288e-05 0.00033220356284003938 0.00016542766389861908 9.6701464266547442e-05 -6.316576482263629e-05
leaf_weight=51 75 47 46 46 46 48 82 46 46 66 78 50 46 47 450 58 56 66 128 55 47 1637 87 90 220 47
leaf_count=51 75 47 46 46 46 48 82 46 46 66 78 50 46 47 450 58 56 66 128 55 47 1637 87 90 220 47
internal_value=0 0.0001372 7.42376e-05 0.000412174 -4.05985e-05 -0.000272077 0 0.000102259 -0.000103108 -0.00029458 6.83472e-06 -2.44858e-06 1.12571e-05 0.000151595 -1.35581e-05 3.646e-05 -0.000141945 -3.03521e-05 0 -1.07382e-05 5.95956e-06 -4.00761e-06 0.000157005 5.32818e-06 -1.99026e-06 -0.000203915
internal_weight=0 1174 1127 175 2587 363 315 240 194 112 129 2224 952 148 804 574 230 516 184 102 2131 1994 137 1947 1857 93
internal_count=3761 1174 1127 175 2587 363 315 240 194 112 129 2224 952 148 804 574 230 516 184 102 2131 1994 137 1947 1857 93
is_linear=0
shrinkage=0.0995203


Tree=9597
num_leaves=30
num_cat=0
split_feature=5 5 17 1 5 5 5 1 2 1 21 17 3 5 5 17 0 17 19 17 26 0 1 20 3 2 21 2 19
split_gain=0.00230759 0.0121688 0.00287528 0.0122797 0.00197621 0.00945226 0.00139515 0.000569228 0.00290304 0.0026314 0.000538175 0.000929573 0.000503781 0.000453861 0.000509485 0.000474929 0.000489307 0.000442336 0.000683238 0.000676699 0.000998821 0.000704415 0.000584307 0.000852466 0.000486881 0.000419445 0.000576147 0.000467597 0.000354413
threshold=-0.021739999999999999 -0.018754999999999997 -0.059294999999999994 0.0043150000000000011 -0.0087549999999999989 -0.0098949999999999993 -0.026719999999999997 -0.083284999999999984 -0.085804999999999992 -0.017214999999999998 0.087625000000000022 -0.093784999999999993 0.08802500000000002 -0.040404999999999996 -0.045014999999999993 0.23832000000000006 -0.15468499999999999 -0.46515999999999996 0.0069650000000000016 -0.0062099999999999994 0.096980000000000025 -0.077624999999999986 -0.139265 0.0057800000000000013 0.10792500000000002 -0.087944999999999995 0.089350000000000027 -0.112555 0.097115000000000021
decision_type=2 2 2 2 2 2 2 2 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 7 13 8 -3 -9 11 -1 -11 14 15 16 -4 18 25 22 21 -21 24 -24 -19 27 -27 -6 -17
right_child=1 4 6 -5 17 -7 -8 9 -10 12 -12 -13 -14 -15 -16 28 -18 19 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30
leaf_value=-0.00019766385631676036 0.0015219640065816059 0.00029264058544169999 -0.00020061063366384234 -0.0018308631236644904 9.3534930448376369e-06 0.0014561676352692514 -0.00055557106442489482 0.0007923627544923383 -0.00066227079612401769 0.00010614267532535784 -0.00026334753147030498 0.00037923545658894532 -0.00028121307896152996 0.00021694515159048739 -0.00034081537342546851 0.00024583896986306997 -8.6223209258369168e-06 -1.1867181093422965e-05 0.00035900984475071207 0.00040391055188049047 -0.0002287416875281697 1.0364545405689945e-05 -0.00015344348197526822 0.00026827394502352609 0.00035730443440017357 -0.00033834931322095709 3.5771565334208138e-05 0.00040231390635766926 5.6070359301976818e-06
leaf_weight=48 57 71 153 47 89 55 47 47 56 68 54 62 62 86 47 114 1017 137 74 100 64 90 635 50 46 57 133 49 146
leaf_count=48 57 71 153 47 89 55 47 47 56 68 54 62 62 86 47 114 1017 137 74 100 64 90 635 50 46 57 133 49 146
internal_value=0 8.89294e-05 -6.69824e-05 -0.000412632 4.51154e-05 0.000255214 -2.11745e-05 3.5243e-05 -0.000121977 0.000152675 -1.19535e-06 0.000120056 -7.22991e-05 -4.58124e-06 -1.80341e-05 -6.85275e-06 -3.44282e-05 -3.83914e-06 8.51282e-05 -3.64448e-05 0.000105057 0.000221803 -7.8795e-05 -0.000121466 7.64568e-05 2.0842e-05 -7.21562e-05 0.000154815 0.000114088
internal_weight=0 1940 1821 211 1883 359 1610 304 127 177 164 110 130 1563 1477 1430 1170 1524 402 1122 254 190 868 685 183 328 190 138 260
internal_count=3761 1940 1821 211 1883 359 1610 304 127 177 164 110 130 1563 1477 1430 1170 1524 402 1122 254 190 868 685 183 328 190 138 260
is_linear=0
shrinkage=0.0995203


Tree=9598
num_leaves=39
num_cat=0
split_feature=5 20 20 0 0 6 0 1 20 26 2 2 0 0 2 5 2 5 19 5 0 2 6 26 0 20 6 1 4 20 6 6 6 26 2 20 0 1
split_gain=0.00203464 0.00248052 0.0148564 0.00152514 0.00790684 0.0062161 0.00848361 0.000568156 0.00160271 0.000694076 0.000930294 0.000682 0.000496596 0.00064819 0.000949666 0.00080754 0.000591407 0.00045593 0.00104652 0.000609257 0.000577873 0.00075658 0.000467846 0.00241516 0.000444169 0.000645364 0.000403231 0.000394491 0.000714167 0.000382007 0.000370749 0.000345353 0.000320201 0.000408294 0.000286127 0.000491585 0.000439922 0.000197888
threshold=-0.091229999999999992 -0.081564999999999985 -0.090514999999999998 -0.083995 -0.084474999999999995 0.088750000000000023 -0.086474999999999996 0.0049450000000000015 -0.055879999999999992 0.084685000000000024 -0.086304999999999993 -0.086304999999999993 -0.095339999999999994 -0.082604999999999998 -0.032624999999999994 -0.41397 -0.112555 0.11083500000000003 0.031160000000000004 0.064585000000000017 -0.082794999999999994 -0.082594999999999988 0.11413500000000003 0.096980000000000025 -0.1021 -0.042414999999999994 0.10681500000000003 1.0000000180025095e-35 0.11284500000000003 -0.14091999999999996 0.084410000000000027 -0.095814999999999997 -0.070864999999999997 0.090845000000000023 -0.077714999999999992 -0.072834999999999997 -0.068604999999999985 0.066150000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 29 4 5 7 -7 9 -9 10 -2 -11 24 30 16 -16 -15 19 32 20 21 -5 26 -24 25 31 -22 -27 -29 -1 37 -3 33 -19 36 -36 -34 -14
right_child=3 12 -4 17 -6 6 -8 8 -10 11 -12 -13 13 14 15 -17 -18 18 -20 -21 22 -23 23 -25 -26 27 -28 28 -30 -31 -32 -33 34 -35 35 -37 -38 -39
leaf_value=-3.0895871708624522e-05 5.9562493037106493e-05 -3.4324049998369843e-05 -0.0019860201143016782 0 0.0013265319848071065 9.3788068615616678e-05 0.0017791927116476852 0.00061507102514399736 -8.8891432171881913e-05 -0.00017392885074402639 -0.00027832388498028504 0.00013269807682524118 -5.9333614176640971e-05 0 -0.00044778224088200198 8.149262337003197e-05 0.00049537763642047391 3.990449882052301e-05 0.00042236606094205389 -0.00028570346606747622 2.1447855676126012e-07 -0.00053942814434916793 0.00064557509490111736 -0.00029152139019967183 0.00025441565839284217 -0.00017816927372812897 -0.0003022336235636546 0.00030170640629857297 -6.622279583981136e-05 0.00031604931056588442 -0.00049638812764482532 -0.00040208855065436785 0.00030772344416528537 -0.00035073591222434795 -0.00025100477244779397 6.7958843909122707e-05 1.7438715991711359e-05 -0.00031514269114599739
leaf_weight=81 124 61 46 59 54 80 48 51 82 98 214 258 91 46 58 52 46 52 73 91 756 46 58 50 76 46 46 117 89 48 48 51 90 48 66 170 137 54
leaf_count=81 124 61 46 59 54 80 48 51 82 98 214 258 91 46 58 52 46 52 73 91 756 46 58 50 76 46 46 117 89 48 48 51 90 48 66 170 137 54
internal_value=0 -0.000108558 -0.000449652 5.652e-05 0.000153885 8.67205e-05 0.000732211 -1.21963e-05 0.000174894 -4.92304e-05 -0.000151944 4.599e-05 -3.60902e-05 -0.000117578 3.06403e-06 -0.000190138 0.000242964 0 6.72651e-05 -3.84842e-05 -1.55131e-05 -0.000236881 9.12974e-06 0.000204154 3.52033e-05 -8.31736e-06 -1.61122e-05 7.76698e-05 0.000138773 9.18541e-05 -0.000248088 -0.000209098 1.97677e-05 -0.000139417 5.59169e-05 -1.77741e-05 0.000136136 -0.000160246
internal_weight=0 1010 175 2751 1009 955 128 827 133 694 338 356 835 395 202 110 92 1742 636 1106 1015 105 910 108 440 364 802 252 206 129 193 112 563 100 463 236 227 145
internal_count=3761 1010 175 2751 1009 955 128 827 133 694 338 356 835 395 202 110 92 1742 636 1106 1015 105 910 108 440 364 802 252 206 129 193 112 563 100 463 236 227 145
is_linear=0
shrinkage=0.0995203


Tree=9599
num_leaves=29
num_cat=0
split_feature=5 17 9 9 9 29 6 6 6 17 17 9 20 3 3 6 0 3 9 5 0 26 5 3 9 20 0 17
split_gain=0.00169458 0.0153427 0.000891465 0.0360027 0.000617344 0.00121279 0.000477797 0.000949337 0.000533488 0.000702192 0.000541049 0.000453441 0.000421022 0.000811995 0.000351763 0.000632151 0.000281374 0.000827218 0.00119664 0.00152066 0.000396016 0.000625039 0.000883382 0.00039025 0.000612741 0.000248679 0.000501381 0.000447268
threshold=-0.14035499999999998 -0.016659999999999998 0.085525000000000032 0.085335000000000022 0.11408000000000003 0.10293500000000003 0.089165000000000022 0.10384500000000003 -0.088954999999999992 0.10932500000000002 -0.00067499999999999993 0.10263500000000002 -0.000135 0.085910000000000028 0.08666500000000002 0.086420000000000011 -0.088694999999999982 0.088605000000000017 0.091200000000000017 -0.056974999999999998 -0.082794999999999994 0.09167500000000002 -0.0073899999999999999 0.088115000000000013 0.08938500000000002 -0.048779999999999997 -0.19631499999999999 0.0053950000000000014
decision_type=2 2 2 2 2 2 2 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 5 11 8 -8 12 10 -10 25 13 -2 15 -4 17 -16 -19 -20 21 22 -18 -22 -25 27 -27 -3
right_child=2 4 14 -5 -6 -7 7 -9 9 -11 -12 -13 -14 -15 16 -17 20 18 19 -21 23 -23 -24 24 -26 26 -28 -29
leaf_value=-0.0018073999897819872 -0.00014053400842234785 0.00030866823364017172 7.7542249853407262e-05 0.0027810727102470646 -0.00026941036837361957 0.00052296942033766536 0.00049820910119211534 -7.6237847603406159e-05 -6.1539162339680159e-05 -0.0003614703838453171 0.00019858055250166704 -0.00029132458176470068 -7.5247711699800662e-05 0.00033175317774921005 0.00044774068551940602 -0.00031935940269297821 0.00012663436536104145 -0.00035210885250755008 0.00053983840468666911 -0.00017738420631069313 0.00026010099233064629 -0.00039477853401664344 -0.00031463420711619973 -0.00017614990177273394 3.743907655956307e-05 -0.00031248396378011698 2.0109093456413219e-05 -7.6443263727171309e-07
leaf_weight=50 48 71 67 48 76 46 54 56 663 70 89 51 80 124 56 89 127 60 61 54 64 61 69 155 927 53 274 118
leaf_count=50 48 71 67 48 76 46 54 56 663 70 89 51 80 124 56 89 127 60 61 54 64 61 69 155 927 53 274 118
internal_value=0 -0.000124075 4.39582e-05 0.000109116 -7.29559e-07 3.12462e-05 1.0163e-07 0.000198321 -1.9438e-05 -5.89169e-05 -2.96651e-05 -7.20297e-06 0.00010609 0.000195193 -4.30242e-07 -0.000143648 1.27419e-05 0.000114631 3.35778e-06 0.000195937 -3.45034e-06 -0.000115598 -2.45336e-05 2.09854e-05 6.08517e-06 1.92924e-05 -3.1294e-05 0.000111146
internal_weight=0 739 3022 1232 689 613 1184 110 1074 822 752 567 252 172 1790 156 1634 231 175 115 1403 257 196 1146 1082 516 327 189
internal_count=3761 739 3022 1232 689 613 1184 110 1074 822 752 567 252 172 1790 156 1634 231 175 115 1403 257 196 1146 1082 516 327 189
is_linear=0
shrinkage=0.0995203


Tree=9600
num_leaves=20
num_cat=0
split_feature=17 17 0 6 18 6 0 18 1 17 9 1 1 11 17 21 2 2 8
split_gain=0.00151904 0.0157904 0.00163174 0.00102508 0.000731127 0.00151948 0.000903382 0.000623545 0.000423555 0.000288718 0.000524342 0.00022507 0.000737464 0.000440791 0.000624769 0.000487183 0.000259455 0.000357483 0.000352752
threshold=0.064745000000000011 0.077740000000000017 -0.19126499999999999 0.11816500000000002 -0.082304999999999989 0.10877500000000002 -0.11524 0.14607000000000003 -0.049499999999999995 -0.55286000000000002 0.09253500000000002 0.0022300000000000006 -0.0012649999999999998 -0.090469999999999995 0.033280000000000011 0.10343500000000001 -0.097424999999999998 -0.10165999999999999 -0.084129999999999996
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 -6 9 -9 10 -1 12 16 -13 15 -15 17 -11 -18
right_child=1 2 3 -5 5 -7 -8 8 -10 11 -12 13 -14 14 -16 -17 18 -19 -20
leaf_value=0.00033716683520024416 -0.0017830036677871576 -0.00057095408474109872 -0.00029547243269649703 -0.0003134803184311502 0.00037732154599478624 0.00060746369267051408 -1.7038094195227148e-05 6.4256674903608914e-05 0.00043943438271801797 0 -6.1550945016125024e-05 -0.00025784170048443313 -0.00037910787598521557 7.4149836994374685e-05 0.0003608206943831195 -9.711346625015329e-05 1.2280941812313499e-05 0.00028270819904968435 -8.2415283493975897e-05
leaf_weight=64 55 52 53 86 66 51 427 90 50 173 61 51 61 500 57 243 676 59 879
leaf_count=64 55 52 53 86 66 51 427 90 50 173 61 51 61 500 57 243 676 59 879
internal_value=0 -0.000156206 -3.33592e-05 6.37192e-06 5.3819e-05 8.93541e-05 3.4096e-05 -6.17007e-07 0.000204096 -1.10556e-05 0.000136044 -1.81715e-05 -3.78453e-05 2.35894e-05 4.25539e-05 1.7036e-05 -2.57381e-05 7.11634e-05 -4.07219e-05
internal_weight=0 790 735 683 597 544 493 2964 140 2824 125 2699 1848 851 800 743 1787 232 1555
internal_count=3754 790 735 683 597 544 493 2964 140 2824 125 2699 1848 851 800 743 1787 232 1555
is_linear=0
shrinkage=0.0995203


Tree=9601
num_leaves=22
num_cat=0
split_feature=5 5 30 18 10 9 7 9 4 9 5 5 0 26 1 6 9 9 20 9 1
split_gain=0.000734536 0.0104093 0.00111418 0.000457169 0.000376499 0.000317976 0.00183765 0.000757452 0.000460223 0.000303068 0.00121186 0.000704253 0.000516326 0.000479845 0.00160584 0.00375633 0.00315034 0.00080974 0.00118637 0.000481498 0.000288437
threshold=-0.09583499999999999 -0.10586999999999999 0.11290000000000001 0.16375000000000003 0.09056500000000002 0.11408000000000003 0.081185000000000021 0.10341500000000002 0.10495500000000003 0.09227500000000001 -0.079124999999999987 -0.06971999999999999 -0.082339999999999983 0.09032500000000003 -0.083284999999999984 0.091495000000000007 0.091200000000000017 0.088510000000000019 -0.012970000000000001 0.087635000000000032 -0.050379999999999994
decision_type=2 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 6 7 8 -1 13 -11 -12 -13 17 15 -15 -16 19 -19 -2 -5
right_child=3 -3 -4 20 -6 -7 -8 -9 -10 10 11 12 -14 14 16 -17 -18 18 -20 -21 -22
leaf_value=-5.2742304550109623e-05 -1.2674756345185417e-05 -0.0014105297642030669 -0.00047532277789182395 0.00030517278043248869 0.0002635147387750404 -0.00018500349586424424 0.00062493806855923567 -0.00040212342762050389 0.00012185337341307719 -0.00046544600691264174 0.00028614784150701982 0.00021664266435031062 -9.4466874052867098e-05 0.00023029862843046821 6.5040895628923375e-05 -0.00085842403019485507 0.0010176121241835636 -0.00052254994424325485 0 0.0002067500112377249 1.7528178559411456e-06
leaf_weight=371 1311 57 50 74 47 75 48 46 248 71 62 57 560 89 145 48 46 75 104 107 63
leaf_count=371 1311 57 50 74 47 75 48 46 248 71 62 57 560 89 145 48 46 75 104 107 63
internal_value=0 -0.000108969 -1.94612e-05 -5.3084e-06 -1.4514e-05 8.42523e-06 2.992e-05 -1.17977e-05 1.58863e-05 -1.97051e-05 -7.33863e-05 -3.11847e-05 -6.4399e-05 7.84441e-07 0.000110829 -0.000145176 0.000298742 -2.13045e-05 -0.000220832 3.30538e-06 0.000171619
internal_weight=0 895 838 2859 2722 788 713 665 619 2675 750 679 617 1925 328 137 191 1597 179 1418 137
internal_count=3754 895 838 2859 2722 788 713 665 619 2675 750 679 617 1925 328 137 191 1597 179 1418 137
is_linear=0
shrinkage=0.0995203


Tree=9602
num_leaves=18
num_cat=0
split_feature=17 17 3 6 5 5 5 18 1 9 9 26 17 17 9 2 2
split_gain=0.00121996 0.012638 0.000659145 0.00065957 0.00066092 0.0015248 0.00084536 0.000428767 0.000395245 0.000228188 0.000547402 0.000446414 0.000896789 0.000517486 0.000482735 0.000383677 0.000249429
threshold=0.064745000000000011 0.077740000000000017 0.14314000000000004 0.11816500000000002 0.054660000000000007 -0.014739999999999998 -0.028405 0.14607000000000003 -0.049499999999999995 0.11201500000000002 0.10591500000000002 0.11928500000000002 0.056905000000000011 0.0084900000000000028 -0.063329999999999984 -0.065059999999999993 -0.050194999999999997
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 5 6 -3 9 -9 10 11 12 13 -1 -13 -11 -17
right_child=1 2 -4 -5 -6 -7 -8 8 -10 15 -12 14 -14 -15 -16 16 -18
leaf_value=5.140962337758261e-06 -0.0015924866259120741 5.4985821022942391e-05 -0.00039192416557739743 -0.00026757642880762293 -0.00031848446515739601 0.00048225118369119669 -0.00031462120451810428 3.721761535725115e-05 0.00039833000353524324 -5.5798328849734502e-05 -0.00027087550616108289 4.3395550898057214e-05 0.00043388256840297439 -0.00021109245413863142 -0.00034522830177808402 0.00035972312293720344 3.9626928634043384e-05
leaf_weight=2262 55 412 46 82 48 75 72 90 50 84 80 48 47 115 77 60 51
leaf_count=2262 55 412 46 82 48 75 72 90 50 84 80 48 47 115 77 60 51
internal_value=0 -0.000137102 -2.70822e-05 -1.53595e-06 3.3055e-05 6.47053e-05 0 1.82076e-06 0.000172034 -6.32768e-06 -1.4304e-05 -5.93042e-06 3.19543e-06 -4.97609e-06 -0.000189448 9.70119e-05 0.000220027
internal_weight=0 790 735 689 607 559 484 2964 140 2824 2629 2549 2424 2377 125 195 111
internal_count=3754 790 735 689 607 559 484 2964 140 2824 2629 2549 2424 2377 125 195 111
is_linear=0
shrinkage=0.0995203


Tree=9603
num_leaves=23
num_cat=0
split_feature=3 26 8 8 26 3 8 18 18 26 26 3 18 3 26 1 1 18 1 3 26 3
split_gain=0.00101606 0.00548653 0.00770891 0.000703847 0.000406069 0.000386036 0.00209238 0.000543686 0.000606649 0.000360326 0.000812795 0.000855055 0.000647971 0.000499434 0.000433667 0.00039178 0.000707435 0.000811389 0.000605694 0.000619478 0.000528267 0.000219742
threshold=0.085965000000000028 0.088685000000000028 -0.087374999999999994 -0.52017999999999998 0.087825000000000028 0.08511500000000001 -0.082094999999999987 -0.096219999999999986 -0.025879999999999997 0.08494500000000002 0.084535000000000013 0.086965000000000028 0.14607000000000003 0.098755000000000023 0.086215000000000028 -0.079844999999999985 -0.088909999999999989 -0.020999999999999998 -0.077634999999999996 0.088535000000000016 0.089150000000000021 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
left_child=1 4 -3 -2 5 7 -7 -1 -9 10 11 -5 13 -13 -11 16 20 -18 -17 -20 -16 -10
right_child=3 2 -4 9 -6 6 -8 8 21 14 -12 12 -14 -15 15 18 17 -19 19 -21 -22 -23
leaf_value=0.00024883131537120336 -0.00032901854089422436 -0.0017416885538208042 0 0.00040204700295235179 0.00025275591715546178 0.00012824014829653738 -0.0007101575671671378 -0.00029776756763290791 -3.0544634530211507e-05 -0.00023217683205406227 0.00042536696676619487 -9.6335913346371033e-05 0.00030372590694759122 4.4590293342494709e-05 -0.00035372225736229792 -0.00028675526159227017 0.00042791289271440155 4.2978500031386605e-05 0.00027845289811249854 -3.8547522856552076e-05 2.0175664512310858e-05 0.00016857415354193169
leaf_weight=70 62 47 54 59 48 71 49 80 323 91 55 392 71 679 48 91 88 156 65 934 155 66
leaf_count=70 62 47 54 59 48 71 49 80 323 91 55 392 71 679 48 91 88 156 65 934 155 66
internal_value=0 -0.000123352 -0.000809733 2.37471e-06 -2.41392e-05 -4.55498e-05 -0.000207284 -8.02339e-06 -4.81054e-05 9.78283e-06 5.00246e-05 3.21541e-05 1.23272e-05 -6.22619e-06 -2.07608e-05 -7.71105e-06 7.00854e-05 0.000185162 -4.03658e-05 -1.71024e-05 -6.42011e-05 1.13459e-06
internal_weight=0 808 101 2946 707 659 120 539 469 2884 1256 1201 1142 1071 1628 1537 447 244 1090 999 203 389
internal_count=3754 808 101 2946 707 659 120 539 469 2884 1256 1201 1142 1071 1628 1537 447 244 1090 999 203 389
is_linear=0
shrinkage=0.0995203


Tree=9604
num_leaves=10
num_cat=0
split_feature=22 10 11 6 6 20 3 30 7
split_gain=0.0261012 0.00360791 0.00152179 0.000764004 0.00155852 0.00128276 0.000800049 0.000412328 0.000418419
threshold=0.13264000000000004 0.089800000000000033 -0.37931999999999999 0.12386500000000002 0.11766500000000002 -0.048954999999999999 0.10871500000000002 0.11032500000000002 -0.10984999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -5 8 -4
right_child=-2 -3 3 5 -6 -7 -8 -9 -10
leaf_value=-0.00051465374083500587 -0.0023583104031499693 0.0006427131795112527 -0.000295096743400792 0.00027322658940726535 -0.00054583731221853756 0.00063097309104125521 -0.00023549565412725167 0.00022858598904113334 -7.1054222281119773e-06
leaf_weight=59 47 85 51 63 54 49 59 72 3193
leaf_count=59 47 85 51 63 54 49 59 72 3193
internal_value=0 1.65833e-06 -1.32503e-05 -4.66474e-06 -1.53036e-05 0.000200215 2.04951e-05 -6.41718e-06 -1.18854e-05
internal_weight=0 3685 3600 3541 3370 171 122 3316 3244
internal_count=3732 3685 3600 3541 3370 171 122 3316 3244
is_linear=0
shrinkage=0.0995203


Tree=9605
num_leaves=10
num_cat=0
split_feature=27 10 6 6 20 3 24 0 12
split_gain=0.0247068 0.00281966 0.000596903 0.00129357 0.00106297 0.000832543 0.000417174 0.000644095 0.000288403
threshold=0.11470500000000003 0.089450000000000016 0.12386500000000002 0.11766500000000002 -0.048954999999999999 0.10871500000000002 0.084270000000000025 -0.233955 -0.087529999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -4 7 -1 -9
right_child=-2 -3 4 -5 -6 -7 -8 8 -10
leaf_value=-0.0003128651818667916 -0.001963685362291954 0.00055565117475804256 0.00027141107446912633 -0.00050243543218065885 0.00056817851548421469 -0.00025691709057569252 0.00023339553521334948 -0.00025260200930647664 -1.2530823973575766e-06
leaf_weight=69 64 91 61 53 49 57 70 46 3172
leaf_count=69 64 91 61 53 49 57 70 46 3172
internal_value=0 8.50764e-06 -5.18302e-06 -1.4402e-05 0.000178159 9.2642e-06 -6.45312e-06 -1.181e-05 -5.10041e-06
internal_weight=0 3668 3577 3410 167 118 3357 3287 3218
internal_count=3732 3668 3577 3410 167 118 3357 3287 3218
is_linear=0
shrinkage=0.0995203


Tree=9606
num_leaves=13
num_cat=0
split_feature=22 2 9 9 9 8 18 18 18 18 26 18
split_gain=0.0211025 0.00243297 0.00246195 0.000953702 0.000430964 0.000381079 0.000396114 0.00179099 0.000553261 0.000257768 0.000507661 0.000337153
threshold=0.13264000000000004 -0.23769999999999999 0.095285000000000022 0.15321500000000005 0.11891000000000003 -0.087635000000000005 -0.112385 -0.10303999999999999 -0.14624999999999996 -0.015440000000000001 0.084100000000000022 -0.010395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 8 -8 -7 10 -3 -11
right_child=-2 3 -4 -5 -6 6 7 -9 -10 11 -12 -13
leaf_value=0 -0.0021180999036237509 0 0.0010024766871864022 -0.00038991751673364577 0.00021147532238916818 3.7034247766947628e-06 -0.00065949844378588262 -3.0506934244720677e-05 0.00032768646867560852 -0.00022629609143795138 0.00037277421325313285 3.9195459113937318e-05
leaf_weight=48 47 87 48 64 91 261 46 2110 67 50 66 747
leaf_count=48 47 87 48 64 91 261 46 2110 67 50 66 747
internal_value=0 3.8859e-06 0.00049848 -9.1156e-06 -1.96951e-06 -7.86413e-06 -2.85694e-05 -4.43067e-05 7.23787e-05 4.5413e-05 0.000164563 2.15126e-05
internal_weight=0 3685 96 3589 3525 3434 2484 2156 328 950 153 797
internal_count=3732 3685 96 3589 3525 3434 2484 2156 328 950 153 797
is_linear=0
shrinkage=0.0995203


Tree=9607
num_leaves=13
num_cat=0
split_feature=10 5 11 3 2 2 2 8 7 6 20 6
split_gain=0.0172868 0.00141859 0.00118436 0.000834099 0.00118891 0.00351498 0.00106188 0.00203193 0.000663553 0.000411674 0.000383755 0.000571289
threshold=0.096215000000000023 0.6362850000000001 -0.37931999999999999 0.12212000000000002 -0.049174999999999996 -0.07360499999999999 0.10674000000000002 -0.052214999999999998 -0.040094999999999999 -0.13803499999999999 -0.24910499999999999 0.098855000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -5 7 -6 -4 -8 -10 -12
right_child=-2 -3 3 4 6 -7 9 -9 10 -11 11 -13
leaf_value=-0.00044029743094075929 -0.0018048941606945202 0.00054847426254482677 -0.0003863174994051725 -8.2972399901440377e-05 0.00017736162641025205 0.00096524533580777633 0 -0.00069213083891804918 0.00023953224541629114 0.00033163786139485944 4.2762093547147006e-06 -0.00013407892661633221
leaf_weight=60 53 47 46 67 56 58 62 49 62 87 2755 330
leaf_count=60 53 47 46 67 56 58 62 49 62 87 2755 330
internal_value=0 5.17064e-06 -1.63461e-06 5.50458e-06 0.000145243 0.000396852 1.81966e-05 -0.000220605 -1.08256e-05 0.000191974 -5.07685e-06 -1.02582e-05
internal_weight=0 3679 3632 3572 379 125 254 105 3193 149 3147 3085
internal_count=3732 3679 3632 3572 379 125 254 105 3193 149 3147 3085
is_linear=0
shrinkage=0.0995203


Tree=9608
num_leaves=21
num_cat=0
split_feature=2 2 20 20 21 26 26 25 20 9 0 8 2 9 4 2 19 1 2 8
split_gain=0.00315786 0.0146072 0.000987574 0.00911094 0.000752837 0.000725933 0.000862223 0.00059681 0.000575086 0.00232272 0.000495529 0.000459362 0.000478442 0.000384889 0.000553946 0.000380574 0.000388676 0.000238913 0.000144984 0.000143829
threshold=-0.11700999999999999 -0.14091999999999996 -0.083404999999999993 -0.084949999999999984 0.10403500000000003 -0.23033499999999998 -0.097259999999999999 0.096120000000000025 -0.091229999999999992 0.083925000000000013 0.12461500000000002 -0.067719999999999989 -0.018864999999999996 0.096225000000000019 0.10343500000000001 -0.097424999999999998 -0.071824999999999986 -0.15796999999999997 -0.22383 -0.085089999999999985
decision_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 8 -4 -7 15 11 -10 13 19 -13 14 17 -8 -17 -1 -15 -2
right_child=2 -3 5 -5 -6 6 7 -9 9 -11 -12 12 -14 18 -16 16 -18 -19 -20 -21
leaf_value=0.00023631957626792712 0 -0.0018807281108399528 0.00037465807424423651 0.00135908923680589 0.00028583053166479421 -0.00036726661100138527 0.00025138144221309385 0.00036469681343749035 -0.00073338236138288182 0.00019180706708992907 -0.00030961888145475809 5.9054151428929569e-06 0.00041383652816584163 0.0003286424301849246 -0.00033254911060058573 0.00027741291054584157 4.577672898259984e-06 -3.9998866255292621e-05 5.5474948821051924e-05 -0.00022172313125375635
leaf_weight=47 74 48 57 57 86 57 67 50 50 56 49 76 50 46 50 53 2593 81 48 51
leaf_count=47 74 48 57 57 86 57 67 50 50 56 49 76 50 46 50 53 2593 81 48 51
internal_value=0 -0.000261318 4.51916e-05 0.000174532 2.02693e-05 2.24287e-05 1.50189e-05 2.32016e-05 -4.14103e-05 -0.00023688 -1.66128e-05 3.78773e-05 0.00017428 3.31618e-05 -4.92154e-05 1.66062e-05 1.0352e-05 5.50663e-05 0.000197862 -9.30676e-05
internal_weight=0 369 3377 500 443 2877 2820 2763 357 106 321 251 126 272 178 2713 2646 128 94 125
internal_count=3746 369 3377 500 443 2877 2820 2763 357 106 321 251 126 272 178 2713 2646 128 94 125
is_linear=0
shrinkage=0.0995203


Tree=9609
num_leaves=28
num_cat=0
split_feature=2 2 20 20 20 21 4 8 2 2 0 2 26 26 8 1 6 1 0 4 0 20 5 8 1 7 8
split_gain=0.00256334 0.0118442 0.000856772 0.00726678 0.000665963 0.000696306 0.000558697 0.000868225 0.000427028 0.000411348 0.000552148 0.000692169 0.000359929 0.000626192 0.00055369 0.000573343 0.00313455 0.00202844 0.000501911 0.000877903 0.000682167 0.000345952 0.000671839 0.000452719 0.000342375 0.000519833 0.00108182
threshold=-0.11700999999999999 -0.14091999999999996 -0.083970000000000003 -0.085144999999999985 0.0057800000000000013 0.13276500000000005 0.09939000000000002 -0.011315 -0.24206999999999998 -0.0043799999999999993 -0.090939999999999993 -0.086254999999999984 0.093245000000000022 0.092385000000000023 -0.012329999999999999 -0.083284999999999984 0.091795000000000015 -0.080500000000000002 -0.15137999999999999 0.10495500000000003 -0.12469 0.10252000000000001 -0.031929999999999993 -0.054384999999999996 -0.49056499999999997 0.058975000000000007 0.068430000000000019
decision_type=2 2 2 2 2 2 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 21 9 -8 -1 10 -2 -12 13 18 15 16 -14 -17 19 -4 -20 22 -6 -23 -10 26 -26
right_child=2 -3 4 -5 5 -7 7 -9 24 -11 11 -13 14 -15 -16 17 -18 -19 20 -21 -22 23 -24 -25 25 -27 -28
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leaf_weight=52 76 48 83 46 66 67 63 49 56 48 138 55 64 48 59 59 46 492 73 57 1614 71 54 49 72 88 53
leaf_count=52 76 48 83 46 66 67 63 49 56 48 138 55 64 48 59 59 46 492 73 57 1614 71 54 49 72 88 53
internal_value=0 -0.000235312 4.08293e-05 0.000164975 2.0227e-05 0.000158898 3.55505e-05 0.000227494 -1.47057e-05 -2.9683e-05 1.53241e-05 -7.08796e-05 3.50617e-06 -1.91267e-05 6.35829e-05 9.05428e-05 -0.000112917 0.000132647 -9.34471e-06 0.000170993 -2.47957e-05 7.55729e-05 0.000196242 -3.82744e-05 3.30553e-05 -2.09881e-05 -0.000154804
internal_weight=0 369 3377 475 2902 307 429 112 321 317 269 193 2595 1875 720 661 110 551 1827 140 1687 240 120 120 269 213 125
internal_count=3746 369 3377 475 2902 307 429 112 321 317 269 193 2595 1875 720 661 110 551 1827 140 1687 240 120 120 269 213 125
is_linear=0
shrinkage=0.0995203


Tree=9610
num_leaves=22
num_cat=0
split_feature=2 2 20 20 26 25 4 4 4 1 5 4 1 1 17 8 8 10 0 0 7
split_gain=0.00207463 0.00960707 0.000694732 0.00590234 0.000588311 0.000490075 0.000515908 0.000551467 0.000820048 0.000621818 0.000519329 0.000745896 0.000480172 0.000452479 0.000617691 0.000534161 0.00184167 0.000417433 0.00104779 0.000339327 0.000424186
threshold=-0.11700999999999999 -0.14091999999999996 -0.083970000000000003 -0.085349999999999995 -0.23033499999999998 0.096120000000000025 0.12028000000000003 0.10495500000000003 0.097375000000000017 0.0049450000000000015 -0.48081999999999997 0.13424500000000003 -0.040439999999999997 -0.0101 -0.085715 -0.086304999999999993 -0.0092799999999999983 0.09056500000000002 0.12433000000000002 -0.01213 0.058975000000000007
decision_type=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 12 -4 6 7 8 -6 -9 -8 -12 -2 14 -14 -15 -17 18 19 20 -1
right_child=2 -3 4 -5 5 -7 10 9 -10 -11 11 -13 13 15 -16 16 -18 -19 -20 -21 -22
leaf_value=-0.00025716684021016189 0.00023366457593080095 -0.001525014411063384 0.00033524614107377385 0.0010713645026452444 1.5410249625555676e-05 0.00032064267644055271 -0.00039653105350998679 0 -0.00038387203753769501 0.00039645950357248655 -0.00035657273934399357 9.1739629927857906e-05 3.2999470769214044e-05 -0.00017744320247525415 -0.0004203425776016728 0.00065466205670310237 -8.2538961426740332e-05 0.0002115034139821886 -0.00044500139363992826 0.00021786989484935069 9.7594198592611012e-05
leaf_weight=59 80 48 57 60 2356 50 58 81 52 79 53 116 53 71 60 49 102 64 58 67 73
leaf_count=59 80 48 57 60 2356 50 58 81 52 79 53 116 53 71 60 49 102 64 58 67 73
internal_value=0 -0.000211673 3.67419e-05 0.000148557 1.81579e-05 1.15172e-05 5.69433e-06 1.86876e-05 6.44791e-06 0.000197778 -0.000137689 -4.40115e-05 1.31662e-05 -3.70465e-05 -0.000200469 4.24494e-05 0.000151264 -1.27346e-05 -7.17613e-05 3.29086e-05 -5.47716e-05
internal_weight=0 369 3377 475 2902 2845 2795 2568 2408 160 227 169 415 335 113 222 151 321 257 199 132
internal_count=3746 369 3377 475 2902 2845 2795 2568 2408 160 227 169 415 335 113 222 151 321 257 199 132
is_linear=0
shrinkage=0.0995203


Tree=9611
num_leaves=22
num_cat=0
split_feature=18 8 18 2 21 17 18 18 2 1 3 18 9 20 26 0 20 2 0 0 1
split_gain=0.00186227 0.0126167 0.00316798 0.00991748 0.000765397 0.00067679 0.000652182 0.00100473 0.00169877 0.000872717 0.00128369 0.000516774 0.000981737 0.000600044 0.000431853 0.00032108 0.00029645 0.000327638 0.000447118 0.000324668 0.000259165
threshold=-0.089024999999999993 -0.10115999999999999 -0.085709999999999995 -0.086304999999999993 0.13276500000000005 -0.56005499999999986 -0.070914999999999992 -0.049119999999999997 -0.07360499999999999 -0.067015000000000005 0.092300000000000021 -0.093649999999999997 0.084055000000000032 -0.096095 -0.2382 -0.094139999999999988 -0.079624999999999987 0.097285000000000024 -0.050494999999999991 -0.077544999999999989 -0.081889999999999991
decision_type=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 -4 9 8 -8 -7 -11 13 -13 -3 -9 -6 19 18 -18 -15 -14
right_child=2 11 4 -5 15 6 7 14 -10 10 -12 12 20 16 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.0016395217995652973 0.0016858451476007466 0.00032579703377058866 -0.00032542807023618574 -0.00010045522713715713 0.00048392146228927831 0.00018179999521576159 0.00072468969847972495 0.00030995058724261117 0 -7.0699862214113876e-05 -0.00070828362743830149 -0.00055381928924121062 -0.00016345852994309787 0 1.3171569512321113e-05 0.00012681746950359501 -1.7175617409999002e-06 -0.00021316562366600688 0.00024820315274196118 -0.00035779497081234266 0.00014110983619309206
leaf_weight=51 47 59 57 87 46 55 55 50 72 104 47 48 56 51 2282 74 263 48 94 46 54
leaf_count=51 47 59 57 87 46 55 55 50 72 104 47 48 56 51 2282 74 263 48 94 46 54
internal_value=0 -0.000126758 4.67994e-05 0.000519974 2.42012e-05 1.30411e-05 2.05876e-05 3.51068e-05 0.000308152 -0.000148753 -0.000274575 -1.83158e-05 -0.000177956 2.51861e-05 1.98858e-05 0.000270529 -8.51394e-06 2.71856e-05 6.17948e-05 -0.000166008 -6.5011e-06
internal_weight=0 770 2976 134 2842 2722 2665 2459 127 206 151 719 158 561 2332 120 502 405 357 97 110
internal_count=3746 770 2976 134 2842 2722 2665 2459 127 206 151 719 158 561 2332 120 502 405 357 97 110
is_linear=0
shrinkage=0.0995203


Tree=9612
num_leaves=23
num_cat=0
split_feature=27 8 22 21 18 5 17 8 17 8 9 9 10 4 1 1 30 20 4 20 21 1
split_gain=0.00161022 0.0128919 0.00081436 0.00108735 0.00051622 0.000506635 0.00108891 0.00106239 0.000700391 0.00124354 0.000672264 0.00064366 0.000658206 0.000851924 0.000469803 0.000529242 0.000339518 0.000413351 0.000338592 0.000282361 0.000156554 8.68922e-05
threshold=0.083925000000000013 -0.060034999999999998 0.079065000000000024 0.14779000000000003 -0.084629999999999997 -0.06971999999999999 -0.040099999999999997 -0.051259999999999993 -0.0082649999999999998 -0.086914999999999992 -0.054184999999999997 -0.069359999999999991 0.086165000000000019 0.09939000000000002 -0.0072799999999999991 -0.057259999999999998 0.090320000000000025 -0.014955 0.10398500000000002 0.096345000000000028 0.11639500000000003 -0.0017949999999999999
decision_type=2 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 3 5 -4 6 7 -1 9 -8 -10 18 13 -13 15 -2 17 -16 -7 21 -21 -6
right_child=1 -3 4 -5 19 11 8 -9 10 -11 -12 12 -14 -15 16 -17 -18 -19 -20 20 -22 -23
leaf_value=0 5.4572170461704172e-05 -0.0017238660252900911 0.00038606290558125035 -0.00049779026010908381 4.9366242614339861e-05 0.00037014541057879237 0.00010826793662030338 0.00054537748673238106 -0.0002120315843843368 -0.00058256642566259997 6.9675601063418587e-05 -5.6297306337017961e-05 -0.00038746664244394022 0.00028044440139112062 0 -0.00037939386236456615 -0.0001009697673032163 0.00034004616481547143 0 0.00032751170982884409 4.6680922660515163e-05 -0.000121966955400492
leaf_weight=65 54 49 75 46 55 55 48 79 94 52 720 1777 57 77 63 52 51 80 48 49 46 55
leaf_count=65 54 49 75 46 55 55 48 79 94 52 720 1777 57 77 63 52 51 80 48 49 46 55
internal_value=0 -0.000227065 -2.31898e-06 -1.71562e-05 0.00015998 -9.69267e-06 4.5713e-05 0.000300177 4.72671e-06 -0.00024278 3.61386e-05 -3.9205e-05 -5.26069e-05 -4.18703e-05 1.46841e-05 -0.000150594 0.00010921 0.000189894 0.000201497 7.32731e-05 0.000200148 -2.88583e-05
internal_weight=0 349 3398 3118 280 3072 1058 144 914 100 814 2014 1911 1854 300 106 194 143 103 205 95 110
internal_count=3747 349 3398 3118 280 3072 1058 144 914 100 814 2014 1911 1854 300 106 194 143 103 205 95 110
is_linear=0
shrinkage=0.0995203


Tree=9613
num_leaves=15
num_cat=0
split_feature=28 4 6 29 4 3 2 3 26 22 9 9 5 9
split_gain=0.006229 0.000799819 0.000679731 0.000657281 0.000839583 0.00138412 0.000925797 0.000764535 0.000438442 0.000429571 0.000355243 0.000688291 0.000547765 0.000490251
threshold=0.080375000000000016 0.15730000000000002 -0.049005 -0.084014999999999992 0.10787500000000001 0.11926500000000002 -0.097424999999999998 0.13977500000000004 0.084355000000000027 0.13264000000000004 0.11408000000000003 0.10341500000000002 -0.095609999999999987 0.099330000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 6 -6 8 -8 -5 10 11 13 -12 -1
right_child=-2 -3 3 4 5 -7 7 -9 -10 -11 12 -13 -14 -15
leaf_value=3.711546980853249e-05 -0.00089542034012994511 -0.00041003961456376897 0.00033220434318749145 5.0027580794377131e-05 -0.00068914842285401569 -1.4688431298629155e-05 -3.9126775086760471e-05 -0.0004524355678006805 0.00031447633425193673 0.00035687610176294058 0.00042612221318251463 -0.00024018626280244548 -1.0893115167386209e-05 0.00035269075473416916
leaf_weight=1080 79 47 48 200 51 80 1728 46 97 47 59 85 48 52
leaf_count=1080 79 47 48 200 51 80 1728 46 97 47 59 85 48 52
internal_value=0 -2.00167e-06 3.06852e-06 -3.03508e-05 -3.86257e-05 -0.000283514 -2.27401e-05 -5.03054e-05 0.000139153 5.85113e-05 4.73015e-05 3.12316e-05 0.000222427 5.2335e-05
internal_weight=0 3668 3621 2250 2202 131 2071 1774 297 1371 1324 1217 107 1132
internal_count=3747 3668 3621 2250 2202 131 2071 1774 297 1371 1324 1217 107 1132
is_linear=0
shrinkage=0.0995203


Tree=9614
num_leaves=18
num_cat=0
split_feature=28 4 5 0 17 0 6 17 8 26 6 26 8 0 21 21 5
split_gain=0.00505084 0.000648574 0.000616002 0.000559618 0.000521767 0.000931139 0.00124838 0.000604724 0.000907252 0.000506692 0.00211815 0.00058771 0.000444397 0.000425092 0.000371604 0.000592376 0.000342533
threshold=0.080375000000000016 0.15730000000000002 -0.06971999999999999 -0.19631499999999999 -0.040099999999999997 -0.071340000000000001 -0.088954999999999992 -0.0082649999999999998 -0.086914999999999992 0.11538500000000003 0.098855000000000012 0.11023000000000002 -0.051259999999999993 -0.093765000000000001 -0.082669999999999993 -0.055524999999999998 -0.095169999999999991
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 8 -6 11 12 13 -11 -5 -9 -16 -1
right_child=-2 -3 3 9 7 -7 -8 14 -10 10 -12 -13 -14 -15 15 -17 -18
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leaf_weight=47 79 47 57 236 50 55 50 82 54 65 55 46 55 1779 59 884 47
leaf_count=47 79 47 57 236 50 55 50 82 54 65 55 46 55 1779 59 884 47
internal_value=0 -1.78025e-06 2.76315e-06 -2.82369e-05 5.6906e-05 0.0002062 6.66532e-05 2.98661e-05 -0.000197121 -1.99976e-05 -0.000182736 -5.78225e-06 4.52888e-05 -1.42023e-05 5.36956e-05 7.19506e-05 0.000285063
internal_weight=0 3668 3621 2293 1328 199 144 1129 104 2236 175 2061 120 2015 1025 943 94
internal_count=3747 3668 3621 2293 1328 199 144 1129 104 2236 175 2061 120 2015 1025 943 94
is_linear=0
shrinkage=0.0995203


Tree=9615
num_leaves=19
num_cat=0
split_feature=26 20 9 27 18 0 0 9 9 0 11 3 22 3 4 26 3 3
split_gain=0.00289597 0.0116774 0.000662334 0.00049254 0.000458991 0.000453008 0.000527592 0.0015075 0.00157861 0.0012176 0.000481957 0.000399178 0.00103094 0.000579614 0.000450756 0.000384063 0.000326803 0.000300356
threshold=-0.16205499999999998 -1.0000000180025095e-35 0.089435000000000028 0.10734500000000002 0.22074500000000005 -0.091134999999999994 -0.086025000000000004 0.084380000000000024 0.083610000000000032 -0.085605000000000001 -0.11166 0.10636500000000003 0.091785000000000019 0.10174000000000002 0.10755500000000003 0.086130000000000026 0.11089500000000001 0.12015500000000003
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 11 7 8 -7 -8 -11 12 13 -2 16 -9 -13 -16
right_child=3 -3 -4 -5 -6 6 9 15 -10 10 -12 14 -14 -15 17 -17 -18 -19
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leaf_weight=46 552 60 67 76 87 51 61 115 61 48 1923 49 49 69 80 178 55 120
leaf_count=46 552 60 67 76 87 51 61 115 61 48 1923 49 49 69 80 178 55 120
internal_value=0 -0.000414744 0.00017456 1.96901e-06 -3.24571e-06 2.27412e-06 -2.04044e-05 -0.000124127 -0.000434749 0 -1.32839e-05 5.98574e-05 0.000103074 6.68916e-05 -3.26978e-05 -2.59673e-06 -0.00020239 5.14492e-05
internal_weight=0 173 113 3574 3498 3411 2437 405 112 2032 1971 974 670 621 304 293 104 200
internal_count=3747 173 113 3574 3498 3411 2437 405 112 2032 1971 974 670 621 304 293 104 200
is_linear=0
shrinkage=0.0995203


Tree=9616
num_leaves=23
num_cat=0
split_feature=28 2 2 2 26 26 6 6 26 26 8 17 6 8 2 26 25 2 2 2 7 3
split_gain=0.00776365 0.00142862 0.00427603 0.00731446 0.000973785 0.000852376 0.000824382 0.00107257 0.0007438 0.000940077 0.00133028 0.000933399 0.000711194 0.000662421 0.000499582 0.000431747 0.00033106 0.00038588 0.000680711 0.000408111 0.00030121 0.000143362
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decision_type=2 2 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 -3 6 7 -5 9 15 11 -11 -12 -10 16 21 17 19 -19 -6 -17 -1
right_child=-2 4 3 5 14 -7 -8 -9 13 10 12 -13 -14 -15 -16 20 -18 18 -20 -21 -22 -23
leaf_value=5.5296243093618478e-05 -0.0010567630491806401 0.00046095709428217344 -0.001556199449950107 0.00015107853685288779 4.296311516765526e-05 -0.00045844622873538225 0.00027657462955833301 -0.00045912322814323193 0.00044260118114428559 -0.00012114369632822258 -0.00035747355441769255 0.00049347584795777003 3.9637057693853067e-06 0 0.000331333172297348 -1.4369482035805405e-05 0.00028826840331211856 -0.00018553193734643372 2.1359765571045052e-05 0.00025344545689617279 0.00025040577109810907 0.00030057833691522155
leaf_weight=46 70 56 47 46 1120 82 49 69 70 49 198 46 68 69 57 422 49 202 696 102 47 82
leaf_count=46 70 56 47 46 1120 82 49 69 70 49 198 46 68 69 57 422 49 202 696 102 47 82
internal_value=0 1.05209e-06 -7.82564e-05 -0.000416081 4.97188e-05 -0.000194926 -5.81737e-05 -0.000207924 1.12276e-05 -1.92007e-05 -0.000146614 0.000167845 -0.000261999 0.000226832 3.90054e-05 5.64738e-05 3.09458e-05 2.46121e-05 -2.42677e-05 6.12019e-05 1.0419e-05 0.000218826
internal_weight=0 3672 1390 293 2282 246 164 115 1097 958 361 95 266 139 2226 597 2169 2120 898 1222 469 128
internal_count=3742 3672 1390 293 2282 246 164 115 1097 958 361 95 266 139 2226 597 2169 2120 898 1222 469 128
is_linear=0
shrinkage=0.0995203


Tree=9617
num_leaves=19
num_cat=0
split_feature=3 27 3 27 4 27 4 6 4 6 6 18 8 26 3 9 17 2
split_gain=0.00393655 0.00888265 0.0085362 0.00139839 0.000611058 0.00051874 0.000436717 0.000883835 0.000843282 0.000782233 0.00077338 0.000418107 0.000542257 0.000795464 0.000778437 0.000882438 0.000427231 0.000138763
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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 4 5 -2 7 8 -7 -8 -9 16 13 17 15 -14 -1 -13
right_child=3 -3 -4 -5 -6 6 9 10 -10 -11 -12 12 14 -15 -16 -17 -18 -19
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leaf_weight=46 80 65 56 79 51 274 47 46 47 47 2369 74 143 69 72 82 47 48
leaf_count=46 80 65 56 79 51 274 47 46 47 47 2369 74 143 69 72 82 47 48
internal_value=0 -0.000229067 -0.000114577 3.23078e-05 2.09925e-05 1.4714e-05 7.35166e-06 1.48771e-05 0.000170106 -0.000202977 -5.41683e-06 -6.2531e-08 -3.83212e-05 9.00356e-05 -0.000123623 -2.85493e-05 0.00019189 -5.69473e-05
internal_weight=0 702 637 3040 2961 2910 2830 2736 321 94 2415 581 488 191 297 225 93 122
internal_count=3742 702 637 3040 2961 2910 2830 2736 321 94 2415 581 488 191 297 225 93 122
is_linear=0
shrinkage=0.0995203


Tree=9618
num_leaves=27
num_cat=0
split_feature=3 18 8 27 9 3 6 1 1 9 18 9 2 17 6 8 3 21 1 4 9 17 9 2 0 0
split_gain=0.00319829 0.00778662 0.0269985 0.00113292 0.000945651 0.000512167 0.000442313 0.000379515 0.00105452 0.000791743 0.000662467 0.00075428 0.000715979 0.000378325 0.000690445 0.000527287 0.000352649 0.000552236 0.000549651 0.000451964 0.000320393 0.000790616 0.000292937 0.000686168 0.00049779 0.000285829
threshold=0.08544000000000003 -0.016464999999999997 -0.085764999999999994 0.10868000000000001 0.083795000000000022 0.14530500000000005 -0.093749999999999986 -0.076329999999999995 -0.073104999999999989 0.097510000000000027 0.11769500000000002 0.095950000000000021 -0.078289999999999985 -0.00095 0.086420000000000011 -0.089984999999999996 0.11604000000000002 0.11228000000000003 -0.00050999999999999993 0.11660000000000002 -0.063329999999999984 -0.0046399999999999992 0.083955000000000016 -0.01504 -0.087394999999999987 -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
left_child=1 2 -1 5 -4 6 16 10 -9 -10 11 -8 -12 14 15 -3 17 18 -2 -18 -7 -22 23 -15 -24 -17
right_child=3 13 4 -5 -6 20 7 8 9 -11 12 -13 -14 22 -16 25 19 -19 -20 -21 21 -23 24 -25 -26 -27
leaf_value=-0.0024774058670690969 -7.3047860185452198e-05 1.1899336119127073e-05 0.00026709591502204643 0.00040166511872450321 -0.0002372900364541303 0.00035599741703551781 4.482336743443661e-05 -0.0004432104216220413 -6.7669227032038276e-05 0.00011947208529501995 1.3472843568576094e-05 -0.00024561268240634902 0.00056954861361854195 -0.00027969531511096445 0.00015282177704842106 -0.00052114685582603797 -0.00027052029025068666 0.0004380368066334896 0.00017958138173489779 0.00010456773525519164 0.00032053769826645851 -0.00021329724434614172 0 0.00021634266057103492 0.00042043494986512066 -0.00016469049975322637
leaf_weight=61 129 73 73 79 74 68 709 63 983 288 52 101 46 51 88 46 55 53 233 72 59 50 56 60 58 62
leaf_count=61 129 73 73 79 74 68 709 63 983 288 52 101 46 51 88 46 55 53 233 72 59 50 56 60 58 62
internal_value=0 -0.000206387 -0.000717227 2.91997e-05 7.61846e-06 1.89858e-05 8.24127e-06 -1.09381e-05 -4.50024e-05 -2.46202e-05 3.82063e-05 7.59784e-06 0.000282841 7.04713e-06 -7.08104e-05 -0.00018406 8.90877e-05 0.000134061 8.72946e-05 -5.14261e-05 0.00018336 6.8149e-05 0.000103768 -4.19169e-06 0.000216068 -0.000324095
internal_weight=0 702 208 3040 147 2961 2784 2242 1334 1271 908 810 98 494 269 181 542 415 362 127 177 109 225 111 114 108
internal_count=3742 702 208 3040 147 2961 2784 2242 1334 1271 908 810 98 494 269 181 542 415 362 127 177 109 225 111 114 108
is_linear=0
shrinkage=0.0995203


Tree=9619
num_leaves=23
num_cat=0
split_feature=28 5 5 9 9 26 5 26 5 1 9 3 26 5 1 8 6 3 20 8 9 3
split_gain=0.00676678 0.000873613 0.00210837 0.000870676 0.00221187 0.0108955 0.000868445 0.000557182 0.00117819 0.00101078 0.000488215 0.000870278 0.00047356 0.000449087 0.000748976 0.000433239 0.000426324 0.000798317 0.000622294 0.00032471 0.00185807 0.000325175
threshold=0.083225000000000021 -0.49053999999999998 -0.50393499999999991 0.083795000000000022 0.085665000000000033 0.088545000000000026 -0.4345 0.0054200000000000012 -0.014374999999999999 -0.085739999999999997 0.083995000000000028 0.084290000000000018 -0.126245 0.2686150000000001 -0.50954999999999984 -0.089044999999999999 -0.03252 0.12015500000000003 -0.058504999999999995 0.10228000000000002 0.11351500000000002 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
left_child=1 2 16 7 5 10 -6 12 15 -10 -5 -12 -3 14 -14 -9 17 18 -1 21 -21 -8
right_child=-2 3 -4 4 6 -7 19 8 9 -11 11 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=-2.1538026323036157e-05 -0.0009825410813187733 0.00032011969903596063 0.00079058449418474314 -0.0003556629127997238 -0.00038027324893865927 -0.0016900351879381552 0.00021113871290024002 0.00012945365470425619 0.00015239232943534467 0.00072295970468309 0.00035136032261025735 -9.3719618258339491e-05 -0.00040031776698431614 0.00023090072632490479 5.4246552850091211e-06 -0.00026113235063655649 -0.00018998824630982896 -0.00018984160392733585 0.00041507299754296067 0.00042955456984598573 -0.00034070018787912858 -3.0459430987902468e-06
leaf_weight=46 70 50 46 54 56 46 73 66 77 57 50 320 49 75 519 48 54 54 87 91 46 1708
leaf_count=46 70 50 46 54 56 46 73 66 77 57 50 320 49 75 519 48 54 54 87 91 46 1708
internal_value=0 5.0645e-06 0.000171914 -8.84018e-06 -4.03741e-05 -0.000234443 5.41811e-06 7.21911e-05 0.00020069 0.000401206 -7.45945e-05 -3.13611e-05 2.50245e-05 8.04622e-07 -2.81366e-05 -2.78227e-05 5.04312e-05 0.000124235 0.00025791 1.7106e-05 0.000164953 5.27346e-06
internal_weight=0 3672 287 3385 2444 470 1974 941 248 134 424 370 693 643 568 114 241 187 133 1918 137 1781
internal_count=3742 3672 287 3385 2444 470 1974 941 248 134 424 370 693 643 568 114 241 187 133 1918 137 1781
is_linear=0
shrinkage=0.0995203


Tree=9620
num_leaves=20
num_cat=0
split_feature=22 28 17 17 2 8 6 6 1 17 8 2 2 3 3 3 8 10 8
split_gain=0.032711 0.0198859 0.00534416 0.0121637 0.0368747 0.0102393 0.00282699 0.0117154 0.00165086 0.00148947 0.00200386 0.00091057 0.000470759 0.000453192 0.0005868 0.00103193 0.000470706 0.000418284 0.000432882
threshold=0.13292500000000004 0.083225000000000021 0.0036400000000000009 0.067035000000000025 -0.08342999999999999 -0.08731499999999999 0.088565000000000019 0.089430000000000023 -0.076329999999999995 -0.013885 -0.083849999999999994 -0.080744999999999997 -0.24163499999999999 0.084685000000000024 0.092635000000000023 0.09049500000000002 -0.079049999999999995 0.09056500000000002 -0.012329999999999999
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 -4 -6 12 -8 -7 11 -11 -9 -1 -5 15 -15 -16 18 -14
right_child=-2 -3 3 13 5 8 7 9 -10 10 -12 -13 17 14 16 -17 -18 -19 -20
leaf_value=-0.00027775513367123692 0.0026714460234738089 0.0016870633546641925 -0.0033120394229013035 0.00021477189258490981 -0.0013650208804905045 0.00047575278647908831 0.0016539978045240068 -0.0001108871514177581 -0.0001293442964175665 0 0.00091330769841432206 0.00018800537431235939 2.3887961159533098e-05 -3.1032410310789777e-05 0.00014667303530883585 -0.00052490394288213344 -5.6174546196450015e-05 0.00028206455920030363 -8.0963394553171212e-05
leaf_weight=62 46 68 47 84 65 67 53 239 131 46 47 174 1311 166 204 58 248 51 553
leaf_count=62 46 68 47 84 65 67 53 239 131 46 47 174 1311 166 204 58 248 51 553
internal_value=0 7.85678e-07 -3.07862e-05 -0.000217442 -0.000742838 -0.00028059 4.76457e-05 0.000245296 7.12764e-05 9.61266e-05 0.000456227 1.30564e-05 -7.82627e-06 -2.05917e-06 -3.02137e-05 -0.000162565 3.3565e-05 4.85464e-07 -6.77952e-06
internal_weight=0 3674 3606 1070 310 263 2536 559 198 506 93 413 1977 760 676 224 452 1915 1864
internal_count=3720 3674 3606 1070 310 263 2536 559 198 506 93 413 1977 760 676 224 452 1915 1864
is_linear=0
shrinkage=0.0995203


Tree=9621
num_leaves=23
num_cat=0
split_feature=27 28 17 17 2 8 6 6 6 26 17 17 2 2 36 5 5 8 6 5 17 8
split_gain=0.0275533 0.0188843 0.00438094 0.00964965 0.0298894 0.00830165 0.00231118 0.00962192 0.00142981 0.00133012 0.00332327 0.00081295 0.000381192 0.00048158 0.000526824 0.000318276 0.000276069 0.000775276 0.000698797 0.000692062 0.000389399 0.000276743
threshold=0.11470500000000003 0.083225000000000021 0.0036400000000000009 0.067035000000000025 -0.08342999999999999 -0.08731499999999999 0.088565000000000019 0.089525000000000021 0.098855000000000012 0.10725000000000003 -0.040589999999999994 -0.019465 -0.24151999999999998 -0.097754999999999995 0.088355000000000031 -0.42170999999999997 -0.021739999999999999 -0.083849999999999994 0.088565000000000019 -0.041054999999999994 0.24923500000000007 -0.082014999999999991
decision_type=2 2 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 -6 12 -8 -7 11 -11 -9 -1 15 -15 -14 19 -18 -19 20 -5 -21
right_child=-2 -3 3 16 5 8 7 9 -10 10 -12 -13 13 14 -16 -17 17 18 -20 21 -22 -23
leaf_value=-0.00023237016217313763 0.0020459631120283771 0.0019347616350799564 -0.0029824247559803703 -0.00011863096412840512 -0.0012291736515593085 0.00021861323129938049 0.001421189777476018 6.1308194625417199e-05 -0.00040305384803569717 -0.00010140351543729664 0.00094173434814770419 -0.00028613361068524136 -7.1702840273872183e-05 -3.2108570125112781e-05 0.00026721003795934111 0.00019335298641139372 0.00040007328850197597 -0.00032805059110243531 0.00010978463843535386 -0.0004754873732050828 7.4783460278237906e-05 -0.00010129828086501804
leaf_weight=74 66 49 47 164 65 150 59 281 48 66 54 87 54 1617 60 185 57 52 116 46 277 46
leaf_count=74 66 49 47 164 65 150 59 281 48 66 54 87 54 1617 60 185 57 52 116 46 277 46
internal_value=0 -5.54763e-06 -3.21479e-05 -0.000201362 -0.000669173 -0.000252665 3.87634e-05 0.00022001 6.37715e-05 7.31074e-05 0.000361187 -1.86071e-05 -1.06452e-05 -1.65447e-06 -2.09113e-05 0.000130041 -8.9605e-06 8.21359e-05 -2.08631e-05 -4.89517e-05 9.998e-07 -0.000297291
internal_weight=0 3654 3605 1068 310 263 2537 547 198 488 120 368 1990 1916 1677 239 758 225 168 533 441 92
internal_count=3720 3654 3605 1068 310 263 2537 547 198 488 120 368 1990 1916 1677 239 758 225 168 533 441 92
is_linear=0
shrinkage=0.0995203


Tree=9622
num_leaves=20
num_cat=0
split_feature=22 28 18 3 18 18 21 21 8 9 9 9 9 8 3 9 21 8 3
split_gain=0.0264523 0.0123875 0.00210855 0.011018 0.00338268 0.0129176 0.00276259 0.00904717 0.000880812 0.000847233 0.005928 0.00934158 0.00090479 0.000831758 0.000800649 0.000781695 0.000747443 0.000496149 0.000149187
threshold=0.13292500000000004 0.082705000000000015 -0.070914999999999992 0.081685000000000021 -0.015979999999999998 -0.022504999999999997 -0.018669999999999996 -0.042694999999999997 -0.086914999999999992 0.087695000000000009 0.089105000000000018 0.088510000000000019 0.087215000000000015 -0.085764999999999994 0.11089500000000001 0.089645000000000016 -0.070074999999999985 -0.084915000000000004 0.089485000000000023
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 18 -8 12 11 -11 16 -4 -15 -12 -6 -10 -5
right_child=-2 -3 4 6 9 -7 8 -9 17 10 15 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.0015447168061665326 0.002399265632502842 0.0012996013131281133 -0.00032881927724394807 0.00018521252601473351 -0.00025184811802544097 0.0014277960030749423 0.0003088169091038308 -0.0016100373336940339 -0.00033983720626946375 -9.3322125603484426e-05 0.00038279958206893766 -0.0017008738104347845 0.00043547505729359223 0.00018519655915989077 -0.00023463054573106816 -1.20301282857032e-05 3.5452485686331267e-05 -1.4001421053495511e-05 -4.9045479968933557e-05
leaf_weight=53 46 71 61 48 98 79 81 47 50 106 53 55 52 186 58 755 1030 738 53
leaf_count=53 46 71 61 48 98 79 81 47 50 106 53 55 52 186 58 755 1030 738 53
internal_value=0 -1.93423e-06 -2.78093e-05 -0.000145046 2.13911e-05 0.000293639 -7.12983e-05 -0.000468791 -2.65908e-06 -2.68753e-05 -9.60302e-05 -0.000647571 2.922e-05 0 8.20465e-05 1.28552e-05 9.76623e-06 -3.57152e-05 5.41799e-05
internal_weight=0 3674 3603 1070 2533 384 1017 148 869 2149 969 161 1180 305 244 808 1128 788 101
internal_count=3720 3674 3603 1070 2533 384 1017 148 869 2149 969 161 1180 305 244 808 1128 788 101
is_linear=0
shrinkage=0.0995203


Tree=9623
num_leaves=18
num_cat=0
split_feature=10 3 26 3 3 26 3 17 3 17 1 3 17 11 18 3 20
split_gain=0.0227134 0.00599879 0.0182441 0.0136787 0.00203929 0.00591638 0.00368151 0.00764005 0.0323503 0.000823456 0.000813474 0.000785454 0.00230945 0.000724519 0.000609961 0.000557054 0.000463627
threshold=0.096215000000000023 0.079570000000000016 0.047170000000000011 0.082130000000000022 0.086285000000000014 0.088545000000000026 0.088845000000000021 0.0036400000000000009 0.08785500000000003 -0.10337499999999999 -0.083284999999999984 0.089735000000000023 -0.017704999999999995 -0.079369999999999996 -0.089234999999999995 0.085845000000000019 -0.053499999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -3 5 9 7 10 -9 14 -6 12 -8 -1 -5 -11 -13
right_child=-2 3 -4 4 6 -7 11 8 -10 15 -12 16 -14 -15 -16 -17 -18
leaf_value=0.00023330887864812859 0.0020509572556540933 -0.0016717202045635957 0.002261088717393416 -0.00048374174023113755 0.00014635478038174269 0.00094706154387857577 -4.6874635832878697e-05 0.00014960793757308721 -0.0030128546909845835 4.4100847242820065e-05 -0.00015711608503554008 4.9568441123991417e-05 0.00076411346786245252 -0.00016789146118458801 0 0.00041171058112793139 -4.5325600653470244e-05
leaf_weight=90 54 50 46 48 131 81 100 95 48 332 255 822 52 87 49 48 1332
leaf_count=90 54 50 46 48 131 81 100 95 48 332 255 822 52 87 49 48 1332
internal_value=0 -4.89122e-06 0.000495074 -3.75113e-05 -1.31879e-05 0.000160385 -4.76402e-05 -0.000284457 -0.000906194 2.50818e-05 -5.20039e-05 6.33105e-06 0.000225183 3.14837e-05 -0.000231336 9.26901e-05 -8.7325e-06
internal_weight=0 3666 223 3443 3393 558 2835 529 143 477 386 2306 152 177 97 380 2154
internal_count=3720 3666 223 3443 3393 558 2835 529 143 477 386 2306 152 177 97 380 2154
is_linear=0
shrinkage=0.0995203


Tree=9624
num_leaves=17
num_cat=0
split_feature=26 26 8 10 2 8 9 17 17 2 17 26 21 4 1 3
split_gain=0.0022778 0.00889259 0.000875594 0.00085862 0.00064997 0.000595209 0.00109433 0.000450153 0.000664832 0.000711546 0.000604139 0.000349813 0.000464931 0.000951111 0.000822335 0.000426301
threshold=-0.16205499999999998 -0.231015 0.24853500000000003 0.090150000000000022 -0.087804999999999994 1.0000000180025095e-35 0.11351500000000002 -0.55286000000000002 -0.093784999999999993 -0.085944999999999994 -0.088160000000000002 -0.0026699999999999996 -0.032929999999999994 0.10543500000000001 -0.092954999999999996 0.092200000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 11 7 -7 -6 9 -9 -10 15 -13 14 -14 -2
right_child=3 -3 -4 -5 5 6 -8 8 10 -11 -12 12 13 -15 -16 -17
leaf_value=-0.00014286072994667328 -0.00015231789845431852 -0.0014931882898915122 0.00036346608482404834 -0.00030942804399915181 0.00032101813677446579 5.0536914586209736e-05 -0.00053295252055303921 -0.0004312541326407609 0.00036634453447760107 -2.2895150041696963e-05 5.33883015085852e-05 -7.9582270963691912e-05 4.937724487380532e-05 0.00066504127840045775 0.00038037147292132797 0.00020467618111587069
leaf_weight=69 72 47 64 65 58 79 51 47 64 485 2139 49 211 46 121 61
leaf_count=69 72 47 64 65 58 79 51 47 64 485 2139 49 211 46 121 61
internal_value=0 -0.000315419 9.46302e-05 4.70861e-05 5.39744e-05 3.47935e-05 -0.000172073 4.47152e-05 3.85565e-05 -6.05108e-05 6.28517e-05 0.00015263 0.000196615 0.000234584 0.000172476 5.26116e-06
internal_weight=0 180 133 3548 3483 2923 130 2793 2735 532 2203 560 427 378 332 133
internal_count=3728 180 133 3548 3483 2923 130 2793 2735 532 2203 560 427 378 332 133
is_linear=0
shrinkage=0.0995203


Tree=9625
num_leaves=18
num_cat=0
split_feature=28 19 0 5 1 3 3 0 26 4 4 1 4 26 26 26 0
split_gain=0.00918878 0.000505944 0.000470577 0.000546921 0.00100648 0.000442206 0.00091029 0.000697569 0.00080935 0.000615783 0.00104496 0.000600245 0.000763437 0.000699235 0.000372879 0.000888666 0.000637792
threshold=0.080375000000000016 -0.09028499999999999 -0.095339999999999994 -0.49053999999999998 0.5074550000000001 0.092635000000000023 0.096595000000000028 -0.10096999999999999 0.086215000000000028 0.13300500000000004 0.10845500000000002 0.0015850000000000003 0.084960000000000022 0.047170000000000011 0.11991000000000003 0.11746500000000003 -0.075424999999999992
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 14 7 -7 11 -9 10 -8 12 -3 -13 15 -5 -16
right_child=-2 2 3 4 -6 6 9 8 -10 -11 -12 13 -14 -15 16 -17 -18
leaf_value=0.0003168394428932831 -0.0010214907518748628 5.553666212951918e-05 0.00034424782757857387 3.0494407501922336e-05 -0.00031298326527730703 -0.00029131530320429012 0.0001795507234831286 0.0006589868671140137 7.930665224717984e-05 0.00041124819570436484 -0.0001582871292947198 -0.00026317319486822568 0.00057064973675972918 0.00022945938711809577 0.0001492642326968489 0.00047378051443404916 -0.0002456397735751914
leaf_weight=70 81 83 52 2352 88 67 245 59 46 56 142 70 47 47 59 46 118
leaf_count=70 81 83 52 2352 88 67 245 59 46 56 142 70 47 47 59 46 118
internal_value=0 4.99404e-05 4.44885e-05 2.37624e-05 1.71969e-05 0.000108819 4.74633e-05 0.000195389 0.000412828 0.000100549 5.34742e-05 9.96405e-05 0.000248067 -5.82812e-05 2.87986e-05 3.93392e-05 -0.00010938
internal_weight=0 3647 3577 2715 2663 862 510 352 105 443 387 247 130 117 2575 2398 177
internal_count=3728 3647 3577 2715 2663 862 510 352 105 443 387 247 130 117 2575 2398 177
is_linear=0
shrinkage=0.0995203


Tree=9626
num_leaves=21
num_cat=0
split_feature=28 17 17 26 26 9 6 26 1 9 1 8 26 19 17 10 10 7 17 10
split_gain=0.00745333 0.000590321 0.000706132 0.00154548 0.00124327 0.00137819 0.00110133 0.000791763 0.000865204 0.000781446 0.000737537 0.000603448 0.000679113 0.00057532 0.000427149 0.000515781 0.000482682 0.000592958 0.000327247 0.000280736
threshold=0.080375000000000016 0.00079000000000000023 0.12439000000000001 0.10264000000000002 0.097315000000000026 0.10054500000000002 0.096435000000000021 0.092180000000000026 0.18123500000000006 0.091885000000000022 -0.0072799999999999991 -0.088734999999999994 0.086420000000000011 -0.112555 -0.5696199999999999 0.090150000000000022 0.077600000000000016 0.07988000000000002 0.066010000000000027 0.086165000000000019
decision_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 9 7 -6 -5 8 10 11 -4 18 -13 -1 -15 16 17 -16 -3 -18
right_child=-2 2 4 6 5 -7 -8 -9 -10 -11 -12 12 -14 14 15 -17 19 -19 -20 -21
leaf_value=0.00034635391956241047 -0.00091983172163898031 0.00024013014302663526 -3.0813652675828488e-05 0.00016527138300742152 0.00059810148135915672 -8.3044077443932628e-05 -0.00040818607040771031 -0.00031415576175337375 -0.00028294250653603263 0.00067659295999762084 0.00027592499338293514 0.00028076538009712184 -6.3900084228684298e-05 0.00026916324271312244 1.0432956522444068e-05 -0.00026360363133044507 0.00041104272287289568 -0.00034300027869811487 0.00061359280390577641 5.0166361182118502e-05
leaf_weight=52 81 59 185 69 71 47 62 86 75 48 129 133 93 62 2208 69 46 48 54 51
leaf_count=52 81 59 185 69 71 47 62 86 75 48 129 133 93 62 2208 69 46 48 54 51
internal_value=0 4.51043e-05 0.000105753 0.000190947 2.99527e-05 0.00031986 -9.9887e-05 -4.0343e-05 1.8087e-05 0.00029151 9.25961e-05 0.000234571 0.000135312 1.8212e-05 1.10131e-05 4.06678e-06 1.22639e-05 2.55023e-06 0.000425844 0.000229743
internal_weight=0 3647 1111 518 593 118 131 475 389 387 314 339 226 2536 2484 2422 2353 2256 113 97
internal_count=3728 3647 1111 518 593 118 131 475 389 387 314 339 226 2536 2484 2422 2353 2256 113 97
is_linear=0
shrinkage=0.0995203


Tree=9627
num_leaves=15
num_cat=0
split_feature=26 0 0 0 20 3 4 7 4 3 0 0 8 3
split_gain=0.00178351 0.0121143 0.000960595 0.000405333 0.000667663 0.000738209 0.000587495 0.000648333 0.00058605 0.0011008 0.000447822 0.000562291 0.000574856 0.000389
threshold=-0.16205499999999998 -0.057604999999999996 -0.081284999999999982 -0.15137999999999999 0.10252000000000001 0.08666500000000002 0.13707500000000003 0.058975000000000007 0.087495000000000031 0.10850000000000003 -0.14680499999999999 -0.14028499999999997 0.11023500000000003 0.14058000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 10 -7 -10 -5 -12 -13 -8
right_child=3 -3 -4 6 -6 8 13 -9 9 -11 11 12 -14 -15
leaf_value=2.3036041467820633e-06 0.00048752874445693781 -0.0016203829579297649 0.00057686463206313172 -0.00024816757795415414 -0.00018985937270691393 -0.00018300360006060981 -0.00038577420649320613 0.00035806205630271604 0.00051173790835582942 -1.5052800847924449e-05 0.00035696515472935085 3.4898558950678945e-05 -0.00027509845950429403 -3.328293588566808e-05
leaf_weight=85 70 49 46 56 48 50 53 61 66 90 53 2852 60 89
leaf_count=85 70 49 46 56 48 50 53 61 66 90 53 2852 60 89
internal_value=0 -0.0002835 0.000210307 3.72908e-05 0.00014397 0.000204993 2.6316e-05 3.56549e-05 0.000105012 0.000202573 2.88739e-05 3.43824e-05 2.82301e-05 -0.000170612
internal_weight=0 180 131 3548 324 276 3224 3082 206 156 3021 2965 2912 142
internal_count=3728 180 131 3548 324 276 3224 3082 206 156 3021 2965 2912 142
is_linear=0
shrinkage=0.0995203


Tree=9628
num_leaves=17
num_cat=0
split_feature=26 0 2 10 12 2 26 2 3 3 18 11 38 4 3 10
split_gain=0.0033678 0.0149299 0.00129577 0.000751464 0.00055611 0.000528802 0.000437727 0.000865426 0.000400079 0.000591524 0.000556993 0.000360198 0.000713148 0.000415681 0.000313691 0.000141778
threshold=-0.126245 -0.060094999999999996 -0.08342999999999999 0.090150000000000022 0.086720000000000019 -0.098809999999999995 0.15222000000000005 -0.049174999999999996 0.11061500000000002 0.09482500000000002 -0.091594999999999996 -0.079369999999999996 -0.072014999999999996 0.11995000000000003 0.094285000000000022 0.084475000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 5 8 11 -8 9 10 -2 12 -7 -13 -1 -11
right_child=3 -3 -4 -5 -6 6 7 -9 -10 15 -12 13 -14 -15 -16 -17
leaf_value=-6.1951607179388884e-05 0.00049509570821665533 0.001626614552471545 -0.0005296084688627121 -0.0003484862351255879 -0.00030951258406713809 0.00036343233598709401 0.0004122446197574953 -8.8415917574213577e-05 0.00040356256747018152 3.0484890280350258e-06 6.9906679744826701e-05 -6.0585459011678888e-06 -8.544187606256327e-05 -0.00016802028237439688 0.00023157697241412412 -0.0002241201976879538
leaf_weight=76 47 69 48 60 54 73 72 61 49 46 104 2638 63 168 64 49
leaf_count=76 47 69 48 60 54 73 72 61 49 46 104 2638 63 168 64 49
internal_value=0 0.000373966 -8.14288e-05 4.12954e-07 6.76593e-06 1.20768e-05 0 0.000176463 0.000139356 8.34015e-05 0.000207672 -8.11718e-06 0.000149479 -1.60472e-05 6.63856e-05 -0.000105506
internal_weight=0 257 188 3484 3424 3370 3075 133 295 246 151 2942 136 2806 140 95
internal_count=3741 257 188 3484 3424 3370 3075 133 295 246 151 2942 136 2806 140 95
is_linear=0
shrinkage=0.0995203


Tree=9629
num_leaves=30
num_cat=0
split_feature=18 3 9 10 21 17 21 3 9 9 0 5 20 1 17 0 0 9 9 9 3 18 0 20 17 18 1 20 3
split_gain=0.00141966 0.00808954 0.000789379 0.000824244 0.000743989 0.000641721 0.000600637 0.000595897 0.000547292 0.00132329 0.000505024 0.000816698 0.00165477 0.000709115 0.000967421 0.000529889 0.00135605 0.000612764 0.00153601 0.00141174 0.000495431 0.000338985 0.000384585 0.000492284 0.000439163 0.000434245 0.000299942 0.000277122 0.000233625
threshold=-0.092864999999999989 0.084235000000000018 0.095285000000000022 0.090150000000000022 0.10343500000000001 -0.015100000000000001 -0.026109999999999998 0.10684000000000003 0.13087500000000005 0.11296000000000002 0.12461500000000002 0.060575000000000011 -1.0000000180025095e-35 -0.098224999999999993 -0.43376500000000001 -0.070134999999999989 -0.065939999999999985 0.092150000000000024 0.091485000000000025 0.093535000000000021 0.091065000000000021 -0.10387 -0.068604999999999985 -0.076005000000000003 -0.46159 -0.14734 -0.025874999999999999 -0.009049999999999999 0.089095000000000021
decision_type=2 2 2 2 2 2 2 2 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 21 -4 -6 9 -8 11 15 20 14 -14 17 -17 18 -2 -19 -13 22 24 -24 -3 -25 -18 -26 -23
right_child=2 5 3 -5 7 -7 8 -9 -10 -11 -12 12 13 -15 -16 16 26 19 -20 -21 -22 28 23 25 27 -27 -28 -29 -30
leaf_value=0.0011534782926580112 0 0.00031564391773826429 -0.00011815167459341711 -0.00025144498417114511 -0.00036887984821712129 0.00033871754413948124 0.00029332635418685276 9.7443282405209645e-05 0.00053429125326654977 -0.00016351997208074507 0.00024837152920483571 -0.00018676034430457536 -0.00056370511978883322 -0.00068426999106189861 5.2933902402782771e-05 -0.00063684792393304559 -0.00020490411271027975 0.00047340224848425411 -0.00055388904240754298 -9.7276987905130864e-05 0.00020486223029591758 -8.3220562012264942e-06 -0.00030218018369086871 0.00016881674212332792 -0.00015140075262681872 -0.0001876696525168983 8.7308222109759158e-05 0.00017905754876387195 -0.00033554043170148148
leaf_weight=72 1743 79 51 59 46 59 263 62 55 80 63 49 46 61 51 47 55 84 51 84 87 50 59 93 54 52 92 47 47
leaf_count=72 1743 79 51 59 46 59 263 62 55 80 63 49 46 61 51 47 55 84 51 84 87 50 59 93 54 52 92 47 47
internal_value=0 0.000162285 -3.22318e-06 9.74416e-05 0.000135867 2.86093e-05 0.000192884 -9.3596e-05 0.000234797 0.000184387 -2.82244e-05 -3.5671e-05 -0.000191495 -0.000411211 -0.000231054 -1.40426e-05 -0.000170976 1.05749e-06 -1.55421e-05 0.00018319 5.77436e-05 -7.72704e-06 3.24735e-05 -5.82721e-05 0.000139866 3.53276e-05 -1.64541e-05 0 -0.000175311
internal_weight=0 612 3129 616 557 540 449 108 398 343 2513 2450 294 158 97 2156 194 1962 1794 168 136 481 384 204 180 145 147 101 97
internal_count=3741 612 3129 616 557 540 449 108 398 343 2513 2450 294 158 97 2156 194 1962 1794 168 136 481 384 204 180 145 147 101 97
is_linear=0
shrinkage=0.0995203


Tree=9630
num_leaves=24
num_cat=0
split_feature=26 0 2 4 9 5 9 9 26 2 8 3 3 2 17 17 0 4 4 4 4 8 9
split_gain=0.00270747 0.0119714 0.00104491 0.000438111 0.00061933 0.000689009 0.00165773 0.000669894 0.000589712 0.000690656 0.000546482 0.000514815 0.000589535 0.000451442 0.000439029 0.000959073 0.000545127 0.000364417 0.000371031 0.000526102 0.000740275 0.000723086 0.0002752
threshold=-0.126245 -0.060094999999999996 -0.08342999999999999 0.084755000000000025 0.083795000000000022 -0.014374999999999999 0.083325000000000024 0.083995000000000028 0.15222000000000005 -0.063234999999999986 0.10228000000000002 0.094525000000000012 0.083815000000000014 -0.0038150000000000002 0.0031350000000000006 0.057560000000000014 -0.087184999999999999 0.087495000000000031 0.090595000000000023 0.09939000000000002 0.10252500000000002 -1.0000000180025095e-35 0.092605000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 4 5 11 13 -6 14 -10 17 12 -2 -7 16 -16 -9 -5 -19 21 -21 -20 -1
right_child=3 -3 -4 10 7 6 -8 8 9 -11 -12 -13 -14 -15 15 -17 -18 18 19 20 -22 -23 -24
leaf_value=-7.1393143387123937e-05 0.00014496390945930874 0.0014547096195226873 -0.00047702678561921023 -0.00025547157150204985 -0.00033408262556313843 -2.9811940462522545e-05 0.00078715928460310416 7.4198573882512241e-05 -5.3806848119085664e-07 0.00051171299395904397 -0.00036613512505876647 0.00028586277693463925 -0.00027884873105672541 0.00033885190645824151 0.00025085174724518523 -7.9678191917685969e-06 -7.4266469879854816e-05 0.00024347252323211584 6.2260277841062308e-06 0.00037383731074063729 -3.5522301880410511e-05 -0.00052909900534585115 0.00020256234379392518
leaf_weight=71 53 69 48 72 58 90 47 321 49 49 55 46 78 49 191 529 986 49 46 47 621 48 69
leaf_count=71 53 69 48 72 58 90 47 321 49 49 55 46 78 49 191 529 986 49 46 47 621 48 69
internal_value=0 0.000332945 -7.44118e-05 -1.55645e-06 1.96227e-05 0.000139996 0.000273748 -1.85482e-08 8.71421e-06 0.000247234 -5.99154e-05 0 -0.000101134 9.42594e-05 -2.41374e-06 5.95543e-05 -3.7177e-05 -3.99145e-05 -1.97681e-05 -3.777e-05 -5.49454e-06 -0.000258423 5.77805e-05
internal_weight=0 257 188 3484 2546 363 186 2183 2125 98 938 177 131 139 2027 720 1307 883 811 762 668 94 140
internal_count=3741 257 188 3484 2546 363 186 2183 2125 98 938 177 131 139 2027 720 1307 883 811 762 668 94 140
is_linear=0
shrinkage=0.0995203


Tree=9631
num_leaves=19
num_cat=0
split_feature=26 3 21 26 10 4 3 36 26 18 18 3 26 2 21 2 5 4
split_gain=0.00219075 0.0103721 0.000739784 0.00105497 0.000508111 0.000353155 0.00057954 0.00167221 0.000349928 0.0010804 0.000907355 0.000702857 0.000676965 0.000382857 0.000336574 0.000326225 0.000315299 0.000175853
threshold=-0.126245 0.086895000000000014 0.10787500000000003 -0.2382 0.090150000000000022 0.11995000000000003 0.13451500000000002 0.088355000000000031 0.11746500000000003 0.11061000000000003 0.089365000000000014 0.099655000000000021 0.11538500000000003 -0.098809999999999995 -0.10962999999999999 -0.14091999999999996 -0.40939500000000001 0.13849500000000003
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 8 7 -7 12 10 11 -10 13 15 -15 -2 -8 -18
right_child=4 2 -4 -5 -6 6 16 -9 9 -11 -12 -13 -14 14 -16 -17 17 -19
leaf_value=0.0016535847751944226 4.1642161753547479e-05 0.00045139375047685727 -0.00025185690727475859 -9.6440824535358086e-05 -0.00028864957374729239 -0.00056924473323405691 0.00019211933362107928 0.00015344740927421147 0.00040698478097747105 0.00040859233517858329 -0.00036286954479801989 -5.0056251210872237e-05 -0.000349181582144085 0.00026391627283357436 -7.6104384305785386e-06 0.00027763817835592267 3.3787214861205278e-05 -0.00021741234281581943
leaf_weight=46 194 61 73 77 60 74 65 53 53 88 53 83 53 46 2471 90 49 52
leaf_count=46 194 61 73 77 60 74 65 53 53 88 53 83 53 46 2471 90 49 52
internal_value=0 0.000299494 4.08879e-07 0.000139786 -1.37816e-06 3.41672e-06 -0.000100738 -0.000261203 1.3425e-05 0.000120292 -9.61143e-06 0.000122036 2.766e-06 9.71775e-06 -2.32285e-06 0.000119312 1.70957e-05 -8.74381e-05
internal_weight=0 257 211 138 3484 3424 293 127 3131 277 189 136 2854 2801 2517 284 166 101
internal_count=3741 257 211 138 3484 3424 293 127 3131 277 189 136 2854 2801 2517 284 166 101
is_linear=0
shrinkage=0.0995203


Tree=9632
num_leaves=26
num_cat=0
split_feature=17 17 9 2 25 8 1 1 8 8 8 1 18 1 9 17 1 3 0 3 3 9 4 4 8
split_gain=0.000955794 0.00913799 0.000671216 0.000728733 0.00043516 0.000359183 0.000786371 0.000788488 0.000732656 0.000555999 0.000705345 0.000690302 0.000452394 0.000655254 0.000484644 0.000452357 0.000441737 0.000416375 0.000398398 0.00115534 0.000361642 0.000256267 0.000872651 0.000717559 0.000313186
threshold=-0.14867499999999997 -0.16855499999999998 0.09833500000000002 -0.07360499999999999 0.10729000000000002 -0.079585000000000003 -0.081224999999999992 -0.085349999999999995 -0.080445000000000003 -0.076394999999999991 -0.073439999999999991 -0.067015000000000005 0.092545000000000016 -0.010395 0.09055500000000001 -0.11248999999999999 -0.0088199999999999997 0.087675000000000017 -0.086304999999999993 0.089605000000000018 0.087570000000000023 0.095415000000000014 0.10343500000000001 0.095805000000000015 -0.080835000000000004
decision_type=2 2 2 2 2 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 -4 5 8 7 15 12 -8 -11 -12 13 14 -2 -7 -15 -17 20 -20 -14 22 23 24 -1
right_child=4 -3 3 -5 -6 6 9 -9 -10 10 11 -13 18 16 -16 17 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.00013460692956298082 -0.00012080781384553867 -0.0011865874217722959 -0.00040863285674205471 1.7436993567815933e-05 -0.00029797117284778021 0.00038621530551893006 0.00024156731119676908 0.00051482425664753915 -0.00039210767915710565 -0.00038765850122422806 -0.00020458780405541833 4.2780476512892675e-05 -0.0001972213510094703 0.00034231898542775511 0.00017181520421141825 -0.00017372503988536683 1.8211075718152396e-05 0.000139613111718256 0.00062843276911097332 8.7068681894982774e-06 0.00013228114908798115 0.00019842669679878978 -0.00039737095002596076 0.00041696237888307178 -5.9441747941272944e-05
leaf_weight=128 668 72 77 75 46 46 91 61 51 48 132 723 59 46 59 62 533 125 47 89 74 89 46 49 228
leaf_count=128 668 72 77 75 46 46 91 61 51 48 132 723 59 46 59 62 533 125 47 89 74 89 46 49 228
internal_value=0 -0.000119481 -7.26975e-06 -0.000193015 5.15439e-06 1.02204e-05 4.96656e-05 0.000192753 -2.05217e-05 6.52019e-06 -1.62602e-05 3.63282e-06 -7.96963e-06 -3.26596e-05 -9.59338e-05 0.000104921 4.53745e-05 3.13479e-05 0.000108857 0.000228896 -7.73407e-06 4.34982e-05 1.11096e-05 5.95263e-05 8.02906e-06
internal_weight=0 764 692 152 2960 2914 1288 294 1626 994 903 855 1575 1306 727 233 579 187 269 136 133 540 451 405 356
internal_count=3724 764 692 152 2960 2914 1288 294 1626 994 903 855 1575 1306 727 233 579 187 269 136 133 540 451 405 356
is_linear=0
shrinkage=0.0995203


Tree=9633
num_leaves=20
num_cat=0
split_feature=17 17 26 26 3 5 3 8 3 4 26 6 2 6 0 23 26 2 17
split_gain=0.00083105 0.0100811 0.00058229 0.000833621 0.000718795 0.0011144 0.000647179 0.00047423 0.000465714 0.000342301 0.000427922 0.00109709 0.000489919 0.000990969 0.000340005 0.00045189 0.000294288 0.000435951 0.000434803
threshold=-0.16207999999999997 -0.21387500000000001 0.11991000000000003 0.11746500000000003 0.10325000000000002 -0.080119999999999983 0.12551500000000002 0.096835000000000018 0.11025500000000002 0.09939000000000002 0.084355000000000027 -0.011749999999999998 -0.084924999999999987 -0.049005 -0.26289499999999993 0.086650000000000019 0.086215000000000028 -0.070354999999999987 0.00079000000000000023
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 14 5 -4 -6 9 -9 10 11 -1 -12 -14 -2 16 18 -18 -16
right_child=2 -3 4 -5 6 -7 -8 8 -10 -11 12 -13 13 -15 15 -17 17 -19 -20
leaf_value=8.5184533113079957e-05 0.00027533712801289012 -0.0014353750786528366 0 0.00042042008406806682 0.00027342494978747705 -0.00061453799616852393 -0.00021190412287540642 2.5364719319066401e-05 -0.00035133781305194685 0.000226127250866921 0.00026788404256447909 -0.00044469379993224535 0.00010304820124502274 -0.0004055024094381775 7.4352845417235511e-06 -0.00030059104758266373 -4.947526760467141e-05 0.00013560015873031304 0.00013181746120308503
leaf_weight=89 47 53 60 50 56 61 52 53 71 77 87 66 167 49 1086 47 1029 142 382
leaf_count=89 47 53 60 50 56 61 52 53 71 77 87 66 167 49 1086 47 1029 142 382
internal_value=0 -0.000114817 4.52024e-06 1.73358e-05 -0.00014765 -0.000314915 3.21681e-05 -7.36878e-06 -0.000183726 3.19764e-05 0 -0.00013516 6.81364e-05 -8.52757e-06 9.66186e-06 4.70826e-06 1.04558e-05 -2.63332e-05 4.03594e-05
internal_weight=0 712 3012 2783 229 121 108 659 124 535 458 155 303 216 2733 2686 2639 1171 1468
internal_count=3724 712 3012 2783 229 121 108 659 124 535 458 155 303 216 2733 2686 2639 1171 1468
is_linear=0
shrinkage=0.0995203


Tree=9634
num_leaves=23
num_cat=0
split_feature=5 5 4 0 4 0 8 26 25 1 26 0 0 1 26 4 26 5 4 30 20 1
split_gain=0.000777145 0.0124759 0.000462945 0.000821863 0.000543024 0.000524887 0.000451189 0.000570452 0.000367406 0.000366839 0.000353168 0.000804255 0.00127423 0.000825907 0.000621851 0.000331757 0.000309559 0.000274431 0.000720311 0.00043231 0.000524138 0.000221354
threshold=0.064585000000000017 0.070325000000000013 0.10606500000000003 0.053120000000000007 0.084900000000000017 -0.014889999999999999 -0.00076499999999999995 -0.23033499999999998 0.10729000000000002 0.056790000000000014 0.11991000000000003 -0.066264999999999991 -0.078289999999999985 0.056790000000000014 0.11746500000000003 0.097375000000000017 0.084355000000000027 -0.54165499999999989 0.10495500000000003 0.10801000000000002 0.14849500000000004 -0.054974999999999996
decision_type=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 6 -6 9 -8 10 16 14 12 13 -12 17 -7 -3 18 -1 20 -19 -9
right_child=1 2 3 -5 5 15 7 21 -10 -11 11 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23
leaf_value=-6.2953636965726968e-05 -0.0015784754193224032 -0.0001958744211437965 5.6446310123866889e-05 -0.0005113919878903156 -6.6243489138849795e-05 0.0005264719377913805 0.00012237264111747949 -0.00013716859525846558 -0.00027018158093897079 0.00025717442886011494 0.00021207364532077277 0.00021780663465382756 -0.00066896699187841274 -0.00034080532192992642 0.00037855965864205728 0.00013691411443449828 4.5869093784699913e-05 1.0358541616859953e-05 0.00046851728955885541 0.00029055750144319284 -0.0002897855989110723 -0.00044784343777538253
leaf_weight=51 53 66 51 46 46 47 46 61 46 64 58 52 46 49 48 54 254 2378 46 53 59 50
leaf_count=51 53 66 51 46 46 47 46 61 46 64 58 52 46 49 48 54 254 2378 46 53 59 50
internal_value=0 -0.000100649 0 -0.000204399 2.7823e-05 0.000197894 -1.68752e-05 -0.000160066 8.02937e-06 3.9537e-05 1.28239e-05 -0.000112327 -0.00022988 -3.34632e-05 2.28712e-05 0.000326299 -1.43232e-06 1.59552e-05 0.000180645 9.21077e-06 2.7561e-06 -0.000284487
internal_weight=0 838 785 97 688 147 541 157 2886 384 2840 205 153 107 2635 101 320 2587 97 2490 2437 111
internal_count=3724 838 785 97 688 147 541 157 2886 384 2840 205 153 107 2635 101 320 2587 97 2490 2437 111
is_linear=0
shrinkage=0.0995203


Tree=9635
num_leaves=32
num_cat=0
split_feature=17 3 9 20 0 17 9 9 18 18 9 18 9 1 9 8 1 18 1 1 8 8 8 20 18 18 18 18 1 3 18
split_gain=0.000676195 0.00810717 0.000367846 0.000338872 0.000256435 0.000257993 0.000593157 0.00259351 0.000588153 0.00121275 0.000653324 0.00112178 0.00111302 0.000467331 0.000420779 0.000810207 0.00217355 0.000619066 0.000403517 0.000366307 0.000732508 0.000461916 0.000314576 0.000243031 0.000618736 0.00068253 0.000559603 0.00052673 0.000519571 0.000877116 0.000411691
threshold=-0.16207999999999997 0.085505000000000012 0.09833500000000002 -0.00059999999999999995 -0.26289499999999993 -0.012754999999999999 0.091615000000000016 0.092855000000000021 -0.023444999999999997 -0.015069999999999998 0.08888500000000002 -0.010029999999999999 0.091200000000000017 -0.078954999999999984 0.083955000000000016 -0.077784999999999993 -0.068094999999999989 -0.067924999999999999 0.021350000000000004 -0.083899999999999988 -0.080445000000000003 -0.081415000000000001 -0.038994999999999995 -0.0071449999999999994 -0.087864999999999985 -0.018629999999999997 -0.037059999999999989 -0.0065549999999999992 -0.040439999999999997 0.11462500000000002 -0.1394
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -4 -2 6 18 -8 14 -10 11 -11 -12 -9 -7 17 -17 -16 19 21 -21 -6 -15 26 30 -26 28 -28 -3 -30 -25
right_child=4 2 3 -5 5 8 7 13 9 10 12 -13 -14 22 15 16 -18 -19 -20 20 -22 -23 -24 24 25 -27 27 -29 29 -31 -32
leaf_value=-0.0011353684178446967 0.00023660243974616337 -0.00015800741936176314 0 -0.00029825654403750856 -4.7502644055431451e-05 0.00029520723827298817 0.00081692113970561228 -0.000259196517990934 -0.00050564361640315677 0.00044659630756924205 -0.00041065675602780332 -6.5117738045596985e-06 -4.6919163984464268e-05 0.00025500167765431372 -0.00017638754034618302 0.00075799029640481166 -7.6053336431833251e-05 0.00019182676158289476 0.00028742071003488184 1.1796351660824709e-05 -0.00026217999996484316 0.00017019740641214162 -6.7169353264953457e-05 0.0001798417638777753 0.00058525808419680086 6.1017001535071145e-05 -0.00042319437959118661 1.7461984766769833e-06 0.00051294234191978942 -2.6050277985322573e-05 -0.0001964074049200668
leaf_weight=68 47 50 81 66 191 76 50 49 56 58 103 766 477 65 169 49 80 60 47 291 141 187 50 50 47 60 51 58 54 61 66
leaf_count=68 47 50 81 66 191 76 50 49 56 58 103 766 477 65 169 49 80 60 47 291 141 187 50 50 47 60 51 58 54 61 66
internal_value=0 -0.000101836 6.02377e-06 -0.000130798 5.8119e-06 1.8774e-06 4.11673e-05 0.000189455 -1.99076e-05 -5.0491e-05 -3.17537e-05 2.43883e-05 -0.000112925 0 8.10902e-05 3.33485e-05 0.000234408 -7.63374e-05 3.18325e-06 -1.22989e-05 -7.57315e-05 5.80299e-05 0.000107809 4.81392e-05 0.000125632 0.000298942 -1.19423e-05 -0.000189569 0.000100438 0.000219924 -2.71739e-05
internal_weight=0 712 644 147 3012 2965 1071 214 1894 1460 1404 824 580 164 434 358 129 229 857 810 432 378 115 497 223 107 274 109 165 115 116
internal_count=3724 712 644 147 3012 2965 1071 214 1894 1460 1404 824 580 164 434 358 129 229 857 810 432 378 115 497 223 107 274 109 165 115 116
is_linear=0
shrinkage=0.0995203


Tree=9636
num_leaves=23
num_cat=0
split_feature=28 26 26 26 1 2 6 3 9 6 6 2 8 6 2 2 2 36 9 4 2 26
split_gain=0.0112902 0.00272512 0.0240233 0.00201829 0.0144139 0.00131494 0.0010951 0.00184511 0.00466296 0.00118094 0.000997902 0.00102083 0.000854246 0.000827979 0.000648622 0.00141705 0.000566066 0.000519617 0.000457926 0.00204083 0.000494404 0.000450858
threshold=0.083225000000000021 0.087625000000000022 0.087960000000000024 0.084845000000000018 0.0099250000000000015 -0.24151999999999998 0.089090000000000016 0.090360000000000024 0.089745000000000033 0.092405000000000029 0.090335000000000013 -0.086304999999999993 -0.087635000000000005 0.18123500000000006 -0.069459999999999994 -0.079739999999999991 -0.072419999999999998 0.088355000000000031 0.11408000000000003 0.11931500000000002 -0.065999999999999989 0.085945000000000021
decision_type=2 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 10 -1 18 8 12 -9 11 -5 -8 14 15 -7 -11 -16 19 20 -4 -13
right_child=-2 2 6 4 -6 13 7 9 -10 16 -12 21 -14 -15 17 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00042632578926239526 -0.0012418954277797288 0.001999756292846923 -3.2173520813816673e-05 -0.00038738669242609208 -0.0019039931667532623 3.5887579958593801e-05 0.00045938274085912019 -0.00044566089707811759 0.0012343491112096283 0.00017274252796958242 0.00037694677267095258 0.00016427867100126856 -3.6664288495964951e-05 0.00036303777521069617 -7.8236541433528465e-05 0.00059243255870878176 -6.4777498858191674e-05 0.00019712207113254781 -0.00028545948757178813 0.0006280772191556628 -0.00037349923948338447 -0.00010663267162467865
leaf_weight=68 71 65 620 91 46 679 49 47 49 254 49 101 107 67 774 49 157 73 67 46 46 153
leaf_count=68 71 65 620 91 46 679 49 47 49 254 49 101 107 67 774 49 157 73 67 46 46 153
internal_value=0 2.51873e-05 0.000127946 -4.64585e-05 -0.000236564 1.97879e-06 4.30039e-05 0.000137273 0.000385707 2.42865e-05 -3.98117e-05 -0.000101376 0.000113898 2.02147e-05 5.11133e-06 7.44719e-05 8.00192e-05 -5.35378e-05 -3.61764e-05 -1.15688e-05 -5.69778e-05 0
internal_weight=0 3657 1507 2150 440 1710 1442 663 205 458 394 345 156 1642 1575 728 411 847 779 712 666 254
internal_count=3728 3657 1507 2150 440 1710 1442 663 205 458 394 345 156 1642 1575 728 411 847 779 712 666 254
is_linear=0
shrinkage=0.0995203


Tree=9637
num_leaves=22
num_cat=0
split_feature=28 26 26 26 26 13 9 9 9 6 26 2 6 6 5 10 18 5 17 2 2
split_gain=0.00915444 0.00247416 0.027183 0.00161518 0.0141128 0.00130437 0.000823144 0.00465427 0.00178828 0.000808689 0.000778926 0.000829273 0.000715813 0.000666397 0.000655744 0.00129254 0.000577892 0.0011165 0.000828888 0.000463859 0.000401613
threshold=0.083225000000000021 0.087865000000000013 0.088165000000000021 0.084735000000000019 0.08494500000000002 0.084325000000000025 0.09227500000000001 0.091690000000000021 0.09310000000000003 0.090600000000000028 0.11081000000000002 -0.072624999999999981 0.088055000000000022 0.18123500000000006 0.51775000000000015 0.086175000000000015 0.11417000000000002 -0.068984999999999991 0.033280000000000011 -0.041009999999999998 -0.086304999999999993
decision_type=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 13 7 10 -8 12 11 -4 20 14 19 -16 18 -18 -10 -1 -6
right_child=-2 2 6 4 9 -7 8 -9 16 -11 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22
leaf_value=8.1596992827861749e-05 -0.0011183016972900496 0.0024281438901207287 4.9195384822794499e-05 -0.001861256346315345 -0.00021522011061081975 -0.00050166040398068833 -0.00050403355671632157 0.0010345094503016689 -1.3181066060738334e-05 0.00034148042682530336 -0.00025568661112652084 0.00049290689668693953 -0.00039970552229066713 0.00032690817682144171 -0.00049798840154155065 0.00017314828531186764 -0.00052312988135680394 4.6026858291513209e-05 0.00026936239802477139 -3.0494821334115726e-05 2.8997050555828872e-05
leaf_weight=716 71 49 545 46 86 49 72 51 321 50 74 46 60 67 69 46 52 93 148 734 283
leaf_count=716 71 49 545 46 86 49 72 51 321 50 74 46 60 67 69 46 52 93 148 734 283
internal_value=0 2.26584e-05 0.000123738 -4.34559e-05 -0.000195865 3.65658e-06 4.2615e-05 0.000117518 -3.43705e-05 -3.42223e-05 4.59615e-05 8.51165e-05 -7.99187e-05 1.93301e-05 5.63912e-06 -0.000222415 1.93707e-05 -0.000152439 7.42343e-05 2.42908e-05 -2.57023e-05
internal_weight=0 3657 1451 2206 525 1681 1402 716 686 479 665 591 429 1632 1565 115 614 145 469 1450 369
internal_count=3728 3657 1451 2206 525 1681 1402 716 686 479 665 591 429 1632 1565 115 614 145 469 1450 369
is_linear=0
shrinkage=0.0995203


Tree=9638
num_leaves=21
num_cat=0
split_feature=28 6 6 6 2 6 6 18 4 2 2 9 0 9 21 4 5 6 2 6
split_gain=0.00742302 0.00195972 0.0241938 0.0141725 0.0011722 0.000922624 0.0018422 0.00299431 0.000844954 0.000751901 0.000579465 0.000976367 0.000796068 0.000693254 0.000590795 0.000392627 0.000697296 0.000370417 0.000355958 0.000355564
threshold=0.083225000000000021 -0.091059999999999988 -0.088734999999999994 -0.092579999999999996 -0.24151999999999998 0.090195000000000011 0.092120000000000021 -0.020999999999999998 0.09939000000000002 -0.096664999999999987 -0.037414999999999997 0.11408000000000003 -0.065519999999999981 0.091010000000000021 0.096230000000000024 0.08544000000000003 -0.46244499999999994 -0.14723999999999998 -0.10165999999999999 0.089430000000000023
decision_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 -4 9 7 -7 -8 18 11 13 15 17 -15 -12 -17 -1 -6 -11
right_child=-2 2 4 -5 5 6 8 -9 -10 19 12 -13 -14 14 -16 16 -18 -19 -20 -21
leaf_value=-3.3478436727337969e-05 -0.0010070080672568789 0.0018365190961413854 -0.00037232100015992568 -0.0017369449804565996 8.5196219761167423e-05 0.0010514237332272494 1.0472107974933569e-05 6.3533159472097558e-05 0.00040912635242093532 -2.7738561710448216e-05 -0.00026603359715521123 0.0004685987510045162 -0.00043090809598642625 -0.0003726975749565913 1.1070110353392339e-05 -0.00014840412989586035 0.00018075243362981701 0.00022302264521532821 0.00040710729319584198 -0.00025159938549464914
leaf_weight=84 71 74 76 50 164 51 631 80 58 1544 59 53 61 67 88 124 130 141 47 75
leaf_count=84 71 74 76 50 164 51 631 80 58 1544 59 53 61 67 88 124 130 141 47 75
internal_value=0 2.04034e-05 6.08973e-05 -0.000110943 1.23959e-05 2.37383e-05 0.000111583 0.000454381 4.5219e-05 -1.51767e-05 -9.18528e-06 6.80674e-05 -0.000100814 1.00495e-05 -0.000149535 -3.38667e-05 1.68389e-05 0.000123624 0.000160781 -3.86145e-05
internal_weight=0 3657 2800 857 2726 2650 820 131 689 1830 807 433 374 380 155 313 254 225 211 1619
internal_count=3728 3657 2800 857 2726 2650 820 131 689 1830 807 433 374 380 155 313 254 225 211 1619
is_linear=0
shrinkage=0.0995203


Tree=9639
num_leaves=25
num_cat=0
split_feature=28 26 26 26 5 10 26 1 1 26 26 26 9 9 5 26 9 21 7 2 9 3 2 5
split_gain=0.00601936 0.00197998 0.0220235 0.00152899 0.0110232 0.00103099 0.000853819 0.000772489 0.0027636 0.00099212 0.000681182 0.000496273 0.000866807 0.000926158 0.000737766 0.000842219 0.000698697 0.000681591 0.000489417 0.00061192 0.000755514 0.000450389 0.000579478 0.000391182
threshold=0.083225000000000021 0.087865000000000013 0.088165000000000021 0.084845000000000018 -0.16183 0.090150000000000022 0.087435000000000027 -0.082849999999999993 -0.085014999999999993 0.089725000000000013 0.092955000000000024 0.09271500000000002 0.094085000000000016 0.09227500000000001 -0.022939999999999999 0.090275000000000022 0.095415000000000014 0.089350000000000027 0.082295000000000021 -0.096664999999999987 0.098180000000000031 0.084145000000000011 -0.086554999999999993 0.51775000000000015
decision_type=2 2 2 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 18 21 8 9 -4 -11 14 13 -13 15 -9 -14 -16 19 20 -1 -6 -23 -21
right_child=-2 2 7 4 6 -7 -8 11 -10 10 -12 12 16 -15 17 -17 -18 -19 -20 23 -22 22 -24 -25
leaf_value=6.6864935950127258e-05 -0.00090679039938005874 0.002183064310982862 -0.0002763643333216631 -0.0016624848146801392 0.00025930357169740508 -0.00040838482488122092 -0.0003315820563732248 1.6801031242072806e-05 0.00073911584531164559 0.00036855540382106579 0 -5.1615229258118809e-05 0.00031871669938573534 -0.0004738212628176861 -0.00025246868896606128 0.00044441946210203268 -2.6968028595798743e-05 0.00016524781689532456 -0.00025689159072773412 1.3092921734037485e-05 0.00046864931111776211 -0.00033922612217336499 3.0091935345778278e-05 -0.0002678335798134757
leaf_weight=193 71 49 77 46 65 58 83 101 67 80 126 141 67 86 88 90 412 67 61 1283 64 50 252 51
leaf_count=193 71 49 77 46 65 58 83 101 67 80 126 141 67 86 88 90 412 67 61 1283 64 50 252 51
internal_value=0 1.83952e-05 0.000108841 -4.07247e-05 -0.000194595 3.42798e-06 -4.27247e-05 3.57628e-05 0.000163925 2.48558e-05 0.000141422 -6.09842e-06 -5.46768e-05 -0.000215176 9.0658e-05 0.000222583 1.96755e-05 -6.66259e-05 1.83818e-05 2.94506e-05 0.000170106 2.03722e-05 -2.83428e-05 1.73918e-06
internal_weight=0 3657 1451 2206 496 1710 450 1402 350 283 206 1052 706 227 346 191 479 155 1652 1591 257 367 302 1334
internal_count=3728 3657 1451 2206 496 1710 450 1402 350 283 206 1052 706 227 346 191 479 155 1652 1591 257 367 302 1334
is_linear=0
shrinkage=0.0995203


Tree=9640
num_leaves=19
num_cat=0
split_feature=18 1 26 3 9 26 21 21 1 1 7 21 3 9 26 18 10 18
split_gain=0.00563692 0.00347648 0.00216514 0.00309362 0.0115531 0.00161939 0.00153889 0.00938216 0.00121465 0.00531705 0.00106479 0.00091672 0.000907746 0.000890367 0.000791574 0.000718631 0.000667589 0.000667086
threshold=0.26473000000000008 0.62916000000000016 0.087575000000000028 0.087925000000000017 0.088365000000000013 0.088325000000000028 -0.012349999999999998 -0.032929999999999994 -0.082849999999999993 -0.087484999999999993 -0.075879999999999989 -0.075024999999999994 0.10502000000000002 0.087765000000000024 0.088165000000000021 0.14607000000000003 0.086275000000000018 -0.015069999999999998
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 7 11 9 -7 -8 12 -1 -10 -4 16 -12 -16
right_child=-2 -3 3 5 -6 8 10 -9 13 -11 15 -13 -14 -15 17 -17 -18 -19
leaf_value=0 -0.00087151627535431121 -0.00083835937271642478 -0.00038991662689505797 -0.0004991790294220698 -0.0017858349855334372 -1.4411072151154735e-05 0.00046725835232260378 0.0013793245629052876 0.0002841558450436759 0.0011679518286820138 7.7713775726434395e-06 -0.00037112135287596068 0.00046693315498459384 -4.9682898143647863e-05 -0.00026659981086370741 0.00039723361550925249 0.00028880252201056417 0.00013003784525310782
leaf_weight=176 73 47 65 60 47 169 59 63 87 48 1561 46 55 843 60 53 89 139
leaf_count=176 73 47 65 60 47 169 59 63 87 48 1561 46 55 843 60 53 89 139
internal_value=0 1.15961e-05 2.28575e-05 -6.74061e-05 -0.000347326 4.04071e-06 8.84327e-05 0.000282808 3.10781e-05 0.000243353 5.04609e-05 3.04643e-05 0.000113978 -1.75726e-05 -8.81262e-05 3.55403e-05 2.34262e-05 6.33487e-06
internal_weight=0 3667 3620 1518 311 1207 2102 340 1147 217 1762 277 231 930 264 1703 1650 199
internal_count=3740 3667 3620 1518 311 1207 2102 340 1147 217 1762 277 231 930 264 1703 1650 199
is_linear=0
shrinkage=0.0995203


Tree=9641
num_leaves=25
num_cat=0
split_feature=17 17 17 3 1 1 6 28 9 6 6 8 17 17 5 17 6 9 10 6 0 8 8 6
split_gain=0.00307259 0.00972107 0.00860012 0.0029701 0.003708 0.0137449 0.00188288 0.00105578 0.000475422 0.000870207 0.000496348 0.000474112 0.000743949 0.000913596 0.00072168 0.000657336 0.00061686 0.000545166 0.000501247 0.000640258 0.00325628 0.000644364 0.000400724 0.000383768
threshold=0.0084900000000000028 0.0036400000000000009 0.026115000000000006 0.083725000000000022 -0.080085000000000003 -0.083284999999999984 -0.25061999999999995 0.080375000000000016 0.084795000000000023 -0.010459999999999999 -0.091059999999999988 -0.082014999999999991 -0.015100000000000001 -0.00265 -0.0086449999999999982 -0.060269999999999997 0.085120000000000015 0.085465000000000027 0.09056500000000002 0.089725000000000013 -0.081604999999999997 -0.080445000000000003 -0.085814999999999989 0.086275000000000032
decision_type=2 2 2 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 23 -6 11 9 -8 -10 12 15 14 -14 22 -15 -17 19 21 -21 -13 -1 -5
right_child=2 -3 3 4 6 -7 8 -9 10 -11 -12 18 13 16 -16 17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=4.1090073918731197e-05 -0.0013876962026446785 0.0012434358757201179 0.00053825048757531171 -0.00011830457617478406 -0.00064472004767847997 -0.0019380037845012361 -8.515428239780199e-06 0.00039907152584276769 0.00017736272628104103 0.00051465299960941227 -7.6631698110119306e-05 0.00026754604279551991 -0.00018069021439849392 -9.7895273990102223e-05 -0.00063001440994150905 0.00040303913921823113 0.00026345137403864521 0 0.00036119843453810284 0.00085648000898660753 6.8966747570886718e-06 -2.0497865739269719e-05 -0.00014464859682648007 0.00024464208745604213
leaf_weight=323 53 66 70 68 47 50 83 71 90 48 462 83 175 174 48 75 64 63 49 55 249 1049 176 49
leaf_count=323 53 66 70 68 47 50 83 71 90 48 462 83 175 174 48 75 64 63 49 55 249 1049 176 49
internal_value=0 5.01688e-05 -0.000152346 -8.37916e-05 -0.000133247 -0.000556632 -3.52691e-05 2.0186e-05 5.47111e-06 0.000176931 -3.37365e-05 9.4545e-06 -3.97306e-05 -0.000136341 -0.000281077 2.89014e-05 0 0.000221712 4.63729e-05 3.50602e-05 0.000163297 0 -2.27804e-05 2.6702e-05
internal_weight=0 2720 1020 967 897 167 730 2654 683 131 552 2583 1098 461 223 637 238 138 1485 1436 304 1132 499 117
internal_count=3740 2720 1020 967 897 167 730 2654 683 131 552 2583 1098 461 223 637 238 138 1485 1436 304 1132 499 117
is_linear=0
shrinkage=0.0995203


Tree=9642
num_leaves=26
num_cat=0
split_feature=18 1 26 17 18 26 18 26 9 17 17 1 5 9 6 9 4 4 4 5 4 17 17 20 18
split_gain=0.00448343 0.00268204 0.00157581 0.00335119 0.015633 0.00235053 0.00569038 0.0011158 0.00120565 0.000942794 0.00413344 0.00103765 0.00219711 0.00117645 0.000788983 0.000560262 0.000537284 0.000520593 0.00119487 0.00061956 0.00102929 0.000581202 0.000319054 0.0003102 0.000238071
threshold=0.26473000000000008 0.62916000000000016 0.087575000000000028 0.0036400000000000009 -0.085709999999999995 0.093245000000000022 0.092235000000000025 0.088165000000000021 0.091750000000000012 -0.008069999999999999 -0.026504999999999997 -0.073104999999999989 -0.071044999999999983 0.11408000000000003 0.086275000000000032 0.095415000000000014 0.079225000000000018 0.08544000000000003 0.080475000000000033 0.23074000000000006 0.10696000000000003 -0.095109999999999986 0.26430000000000003 -0.083495 0.092235000000000025
decision_type=2 2 2 2 2 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 17 -5 6 7 14 -9 10 15 12 -11 -13 -4 -7 22 18 23 21 -21 -19 -6 -1 -18
right_child=-2 -3 5 4 16 9 -8 8 -10 11 -12 13 -14 -15 -16 -17 24 19 -20 20 -22 -23 -24 -25 -26
leaf_value=-0.00012317906224535157 -0.00077672323549287888 -0.00073561128318338663 -0.00069753137729828326 0.0018601837759288742 0.00025717818212517681 0.00018805683356208543 -0.001074631587407472 2.4625017829346414e-05 -0.00041684580183030739 0.00017521815140034223 0.0010533798842530795 0.00017598878171533935 -0.00056042631859313727 -0.00029910083485605268 -0.00011509693971501127 -6.3772332729470385e-05 -0.00020116659173742947 -0.00023494682912878921 -0.00051844463882171391 7.920121429566356e-05 0.00064509931468288944 6.7811975033285561e-05 2.6295627742201621e-06 1.9958151823655493e-05 5.8535094554610697e-05
leaf_weight=187 73 47 48 57 163 156 66 431 71 68 46 227 94 66 52 193 68 72 48 112 47 464 79 740 65
leaf_count=187 73 47 48 57 163 156 66 431 71 68 46 227 94 66 52 193 68 72 48 112 47 464 79 740 65
internal_value=0 1.08674e-05 2.07854e-05 7.67496e-05 0.000323891 -5.61698e-05 -0.000196126 -9.84517e-05 -3.61834e-05 5.28563e-05 0.000165783 -4.33799e-05 -0.000246584 6.6178e-05 -0.000402852 4.64475e-05 8.81916e-05 1.23281e-05 -3.40008e-05 7.84999e-05 0.000251628 2.56156e-05 0.000177465 -8.03326e-06 -6.80897e-05
internal_weight=0 3667 3620 2102 432 1518 668 602 502 850 395 455 162 293 100 349 375 1670 975 695 159 536 242 927 133
internal_count=3740 3667 3620 2102 432 1518 668 602 502 850 395 455 162 293 100 349 375 1670 975 695 159 536 242 927 133
is_linear=0
shrinkage=0.0995203


Tree=9643
num_leaves=19
num_cat=0
split_feature=18 1 21 21 8 8 26 26 9 23 21 26 1 9 18 26 26 9
split_gain=0.00363552 0.00217508 0.00130792 0.00863234 0.0010334 0.00298804 0.00168611 0.0092874 0.000999416 0.000970831 0.000706133 0.00058619 0.00058079 0.000675808 0.000541666 0.000484265 0.000396821 0.000333021
threshold=0.26473000000000008 0.62916000000000016 -0.016949999999999996 -0.032929999999999994 -0.07594999999999999 -0.074204999999999993 0.09112000000000002 0.091765000000000027 0.089645000000000016 0.084760000000000016 -0.075024999999999994 -0.2382 -0.01538 0.085335000000000022 0.092545000000000016 0.087745000000000031 0.08425500000000001 0.088710000000000025
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 6 -6 14 -8 -9 11 12 -7 16 -14 15 -4 -1 -16
right_child=-2 -3 4 -5 5 9 7 8 -10 -11 -12 -13 13 -15 17 -17 -18 -19
leaf_value=-0.00032222267797672749 -0.00069942364268293651 -0.00066240311103520023 1.711251291489749e-05 0.0013462444247359362 0.00084088162744519425 -0.00026037039558584485 -0.0014725134186608514 0.00015632602794138456 -0.00017551322733858808 0.00048289191441003971 -0.00029090015487805669 3.2775139354980724e-05 0.00035776134408625846 0 6.9587253058978147e-05 -0.00012430158345822734 7.1752342540861602e-05 0.00037402081015549025
leaf_weight=50 73 47 791 55 47 71 52 140 245 46 64 1269 98 109 145 340 46 52
leaf_count=50 73 47 791 55 47 71 52 140 245 46 64 1269 98 109 145 340 46 52
internal_value=0 9.7859e-06 1.87394e-05 0.000183445 -2.73883e-06 5.97756e-05 -5.3958e-05 -0.000223537 -5.27181e-05 3.26973e-05 6.95304e-06 1.66319e-05 7.25677e-05 0.000168109 1.22842e-06 -2.46754e-05 -0.000124916 0.000154101
internal_weight=0 3667 3620 422 3198 1433 1765 437 385 1386 367 1340 303 207 1328 1131 96 197
internal_count=3740 3667 3620 422 3198 1433 1765 437 385 1386 367 1340 303 207 1328 1131 96 197
is_linear=0
shrinkage=0.0995203


Tree=9644
num_leaves=30
num_cat=0
split_feature=26 3 26 1 3 3 20 20 20 0 20 9 21 20 20 8 26 4 26 4 18 3 26 8 26 26 0 1 21
split_gain=0.00251818 0.00981965 0.00131164 0.00117597 0.000880586 0.00973084 0.000708553 0.000581974 0.000994307 0.000703759 0.00087338 0.000831809 0.000837248 0.000649173 0.00152433 0.00327019 0.000774362 0.000762684 0.00055553 0.000430851 0.00037344 0.000370018 0.000400966 0.000316241 0.000306686 0.000581673 0.000347009 0.00012866 0.000103683
threshold=-0.126245 0.087235000000000021 -0.23202999999999999 0.05340000000000001 0.085505000000000012 0.085195000000000007 -0.074879999999999988 -0.083495 -0.085204999999999989 -0.085684999999999997 -0.097019999999999995 0.083925000000000013 -0.01137 -0.0078249999999999986 -0.015594999999999999 -0.086064999999999989 0.15222000000000005 0.086105000000000029 0.087865000000000013 0.10755500000000003 -0.093649999999999997 0.086605000000000029 0.087745000000000031 -0.062834999999999988 0.091195000000000012 0.087745000000000031 -0.081674999999999984 -0.095674999999999996 -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 2
left_child=1 -1 6 -4 5 20 -3 8 9 10 28 -11 -13 14 17 -16 21 18 -9 -19 27 22 -15 -23 25 26 -22 -2 -6
right_child=4 2 3 -5 7 -7 -8 13 -10 11 -12 12 -14 16 15 -17 -18 19 -20 -21 24 23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.0015749839747382307 0.00031688164452216581 4.9568197792284262e-08 -3.7347030818393586e-05 0.00062527675797650472 0.00012857146824320421 0.0014023844033701689 -0.00051390588360234672 0.00021874560411983183 -0.00046964008478921759 -0.00018867315979402866 -0.00043164514246605868 0.00057403911599135241 0 -1.6796479143302179e-05 -5.7701260045934136e-05 0.0010579651799404385 0.00033928442395996932 -0.00037935963738969382 1.0529874693092378e-05 0 6.1935115993508482e-05 1.9470284008360156e-05 -0.00041821979219435032 -8.1277101135458326e-05 0.00021934023936776934 -0.00031124041447705799 -0.00014259990841800237 5.8660247708271434e-05 -7.5872838385210602e-05
leaf_weight=48 50 50 56 47 47 55 50 220 63 53 74 51 47 60 54 48 60 56 321 72 305 1003 48 442 51 66 112 46 48
leaf_count=48 50 50 56 47 47 55 50 220 63 53 74 51 47 60 54 48 60 56 321 72 305 1003 48 442 51 66 112 46 48
internal_value=0 -0.000294803 3.86766e-06 0.000257068 3.15794e-05 0.000132663 -0.000248742 6.25916e-06 -0.000107212 -3.33008e-05 -0.000174798 0.000119642 0.000294737 2.48322e-05 0.000100051 0.000459293 -1.06144e-05 4.40555e-05 9.67149e-05 -0.000172117 2.05152e-05 -2.46599e-05 -0.000202787 -1.078e-05 -1.05204e-05 -3.64863e-05 5.03691e-06 0.000201678 1.66562e-05
internal_weight=0 251 203 103 3452 685 100 2767 383 320 169 151 98 2384 771 102 1613 669 541 128 630 1553 108 1445 534 483 417 96 95
internal_count=3703 251 203 103 3452 685 100 2767 383 320 169 151 98 2384 771 102 1613 669 541 128 630 1553 108 1445 534 483 417 96 95
is_linear=0
shrinkage=0.0995203


Tree=9645
num_leaves=29
num_cat=0
split_feature=26 26 26 2 3 3 18 18 18 2 2 3 3 2 1 26 1 8 3 3 2 1 6 2 0 8 4 20
split_gain=0.00204156 0.00927197 0.00141825 0.000981123 0.000751281 0.00840017 0.00071192 0.000627567 0.000947399 0.000878038 0.00161736 0.000730115 0.0019093 0.000958042 0.0006863 0.00284247 0.00280118 0.000639768 0.000604773 0.000568806 0.000453019 0.000349458 0.000276918 0.000712352 0.000292659 0.000852905 0.000488083 0.000272812
threshold=-0.126245 -0.14859999999999998 -0.23202999999999999 -0.082644999999999982 0.08544000000000003 0.08511500000000001 -0.093649999999999997 -0.0079049999999999988 -0.011569999999999999 -0.079555000000000001 -0.080165 0.11125500000000002 0.11462500000000002 -0.07360499999999999 -0.083284999999999984 0.092955000000000024 -0.073844999999999994 0.0051800000000000014 0.086375000000000021 0.09339500000000002 -0.078784999999999994 -0.095674999999999996 0.087075000000000027 -0.086050000000000001 -0.084534999999999985 -0.085605000000000001 0.11541000000000003 -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 2 2 2 2 2
left_child=1 2 3 -1 5 6 21 8 11 10 18 14 -13 -14 15 -6 -16 20 -9 -20 -11 -2 24 -24 25 -8 -26 -22
right_child=4 -3 -4 -5 7 -7 22 9 -10 17 -12 12 13 -15 16 -17 -18 -19 19 -21 27 -23 23 -25 26 -27 -28 -29
leaf_value=7.6949706915653413e-05 0.00046004237408014866 -0.0014785904049627334 0.00033527286498139181 -0.00049977487779597147 -4.5389003277512324e-05 0.0013015956987312513 -4.9669789929810075e-05 -0.0002344579510156223 -0.00046300392285052178 -0.00033330109534072543 0.00071651491836800677 0.00064850458163454115 -0.00028939323994012353 0.00016922387806226344 0.00059722892702833397 -0.00082341921835451105 -7.7427183505260794e-05 0.00033018602336506878 0.00022983277055295067 2.6382201254274984e-06 -0.00012498505470768848 5.2822469645256533e-05 6.9374930222821071e-05 -0.00041628515712158816 -0.00021930138020462609 0.00033276565327364194 0.0001567140311139867 1.5601225000831936e-05
leaf_weight=58 48 50 88 55 268 55 168 48 52 46 46 54 78 106 68 57 586 52 258 202 169 46 58 57 106 86 48 690
leaf_count=58 48 50 88 55 268 55 168 48 52 46 46 54 78 106 68 57 586 52 258 202 169 46 58 57 106 86 48 690
internal_value=0 -0.000265464 3.22362e-05 -0.000196513 2.84027e-05 0.00012289 1.64921e-05 5.26808e-06 -4.59972e-05 4.88645e-05 0.000148654 -2.75067e-05 0.000127665 -2.07409e-05 -6.60659e-05 -0.000184362 -6.02769e-06 -8.04722e-06 9.56216e-05 0.000131844 -2.83862e-05 0.000269473 -2.74115e-05 -0.000164225 9.14469e-06 7.65933e-05 -9.6786e-05 -1.11048e-05
internal_weight=0 251 201 113 3452 672 617 2780 1269 1511 554 1217 238 184 979 325 654 957 508 460 905 94 523 115 408 254 154 859
internal_count=3703 251 201 113 3452 672 617 2780 1269 1511 554 1217 238 184 979 325 654 957 508 460 905 94 523 115 408 254 154 859
is_linear=0
shrinkage=0.0995203


Tree=9646
num_leaves=29
num_cat=0
split_feature=26 1 26 3 6 26 26 26 17 0 0 2 2 3 2 8 20 20 17 20 26 20 26 26 8 17 17 0
split_gain=0.0016521 0.00859234 0.0010897 0.00148783 0.0012154 0.000708476 0.0118152 0.00115717 0.000860926 0.000577285 0.000949266 0.000637318 0.00169055 0.00171509 0.000590339 0.000622478 0.000414504 0.000774022 0.000732676 0.000543715 0.000770374 0.000488508 0.000410836 0.0010398 0.00101541 0.000293515 0.00056493 0.000352042
threshold=-0.126245 -0.068094999999999989 -0.23202999999999999 0.096775000000000014 -0.072219999999999993 0.088435000000000027 0.088775000000000021 0.087745000000000031 -0.0023699999999999997 -0.070134999999999989 -0.072274999999999992 -0.072624999999999981 -0.082794999999999994 0.11769000000000002 -0.06454 -0.06520999999999999 -0.083495 -0.085204999999999989 0.10932500000000002 -0.081374999999999989 0.084535000000000013 -0.09280999999999999 0.11746500000000003 0.11023000000000002 -0.067434999999999981 0.25342000000000009 0.42451000000000011 -0.23032
decision_type=2 2 2 2 2 2 2 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 16 -9 10 22 12 -11 -14 -13 -16 17 18 21 20 -18 -2 23 -8 -24 27 -27 -21
right_child=5 2 3 -5 -6 6 9 8 -10 11 -12 14 13 -15 15 -17 19 -19 -20 25 -22 -23 24 -25 -26 26 -28 -29
leaf_value=-0.0013923946285589333 -4.2518490480875792e-05 -0.00052165557602047361 -0.00012641754827707216 0.00062231978438570339 0.00017479905720921648 0.0015380909505932708 1.0255175534153222e-05 -0.0005948440701324004 -1.1596588709788098e-05 -7.4608670593493063e-05 -0.00040695544905879847 -0.00028720990991181475 0.00094275631621003949 9.2829157561935072e-05 -0.00012412877772172728 0.0003126952631162466 0 -0.00041722882761884196 -0.00037968068088782748 -0.00018106360762290793 0.00054665099651657106 0.00025988471821295292 0.00044347026961559559 -0.00041740452559263887 -4.4780618628763336e-05 0.00040423089179059124 -3.3823563163117734e-05 1.3724599728999831e-05
leaf_weight=51 176 51 46 57 46 53 698 57 50 77 58 51 51 48 56 71 55 60 48 99 47 74 69 61 102 53 58 1280
leaf_count=51 176 51 46 57 46 53 698 57 50 77 58 51 51 48 56 71 55 60 48 99 47 74 69 61 102 53 58 1280
internal_value=0 -0.00023872 5.13736e-05 0.000279985 -0.000182939 2.56232e-05 8.04438e-05 -1.11566e-05 -0.000329949 2.22664e-05 -1.6068e-05 0.000131569 0.000265861 0.00053894 0 0.000113634 5.91634e-06 -9.0304e-05 -2.17331e-05 2.8068e-05 0.000250781 4.37184e-05 7.42971e-06 -2.30368e-05 0.000147446 1.22725e-05 0.000167963 0
internal_weight=0 251 200 103 97 3452 1395 2057 107 1342 988 354 176 99 178 127 1950 358 298 1592 102 250 930 759 171 1490 111 1379
internal_count=3703 251 200 103 97 3452 1395 2057 107 1342 988 354 176 99 178 127 1950 358 298 1592 102 250 930 759 171 1490 111 1379
is_linear=0
shrinkage=0.0995203


Tree=9647
num_leaves=20
num_cat=0
split_feature=3 3 3 6 17 28 8 22 9 9 9 3 6 9 17 36 8 8 6
split_gain=0.00142349 0.0133124 0.00276369 0.00938349 0.0010985 0.000851828 0.000687464 0.000671617 0.000468406 0.000797557 0.000760706 0.00161514 0.000570362 0.000393465 0.000282227 0.000475868 0.000527691 0.000462599 0.000932581
threshold=0.084380000000000024 0.084065000000000015 0.08544000000000003 0.087975000000000012 -0.067414999999999989 1.0000000180025095e-35 -0.088634999999999992 0.13160500000000006 0.08938500000000002 0.089855000000000032 0.088770000000000029 0.089735000000000023 -0.078305 0.088405000000000025 0.11180000000000002 0.087755000000000014 -0.1205 -0.08595499999999999 0.085570000000000021
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 -2 7 -6 8 10 -10 13 -12 -11 -4 15 16 -1 -18 -19
right_child=2 -3 5 -5 6 -7 -8 -9 9 12 11 -13 -14 -15 -16 -17 17 18 -20
leaf_value=0.00043350274775222748 0.00039002117726142412 -0.0016568281284653052 -2.4447567273739272e-05 0.0015547510006776661 9.7415473904869951e-05 0.00033049291112789817 -0.00038423645993408998 -0.00033800488378951638 0.00039220410998992082 0.00015102433886019184 9.7525763858731475e-05 -0.00070607638380813039 -7.2574586555249783e-06 0.00025089838537137256 -0.00017958547846580751 -0.00013679320629876674 -0.00011493450244805683 0 0.00053591234682800245
leaf_weight=46 52 52 1420 51 51 78 63 58 64 294 47 49 932 53 56 91 90 109 47
leaf_count=46 52 52 1420 51 51 78 63 58 64 294 47 49 932 53 56 91 90 109 47
internal_value=0 -0.00015091 3.09628e-05 0.000373979 6.27951e-06 5.83655e-06 -0.00016158 -2.56406e-06 3.95464e-06 4.86343e-05 -3.22584e-05 -0.000304119 3.00315e-05 -1.39846e-05 2.56032e-05 5.77421e-05 0.000121171 5.94401e-05 0.000165288
internal_weight=0 491 3212 217 166 2995 114 2917 2859 1290 1569 96 1226 1473 439 383 292 246 156
internal_count=3703 491 3212 217 166 2995 114 2917 2859 1290 1569 96 1226 1473 439 383 292 246 156
is_linear=0
shrinkage=0.0995203


Tree=9648
num_leaves=17
num_cat=0
split_feature=22 18 5 5 18 4 4 0 10 18 27 2 18 9 5 9
split_gain=0.0273975 0.00597649 0.0133196 0.0544285 0.0114327 0.00132266 0.00144708 0.000535701 0.000555955 0.000518749 0.000614758 0.000483174 0.000457988 0.000489636 0.000395177 0.000271049
threshold=0.13264000000000004 -0.088385000000000005 -0.0047599999999999995 -0.0086449999999999982 -0.091109999999999983 0.087155000000000024 0.10022000000000002 0.12433000000000002 0.09056500000000002 0.26090000000000008 0.11510000000000002 -0.13088999999999998 -0.095799999999999982 0.088285000000000016 -0.14118999999999998 0.083995000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 5 12 -7 8 9 10 14 -9 13 -4 -3 -1
right_child=-2 7 4 -5 -6 6 -8 11 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00020196917468067675 -0.0023817205633288614 4.7821327798410542e-05 0.00023367361657223177 0.004011661790665786 0.0013950092365435929 -0.0007480884451598667 -5.7405943730517565e-05 0.0004596774778293538 -0.00033140157229476512 0.00024218404221670563 0.00033513417927903141 1.2236319612864365e-05 -0.00020879159567655076 -1.2021787044756887e-05 -4.1896685502540799e-05 -7.4129849025089567e-05
leaf_weight=64 46 635 120 46 59 52 78 46 53 81 49 58 69 226 2003 73
leaf_count=64 46 635 120 46 59 52 78 46 53 81 49 58 69 226 2003 73
internal_value=0 6.18241e-05 0.000305284 0.00104946 7.84581e-05 -6.25656e-05 -0.000339976 -3.40134e-06 -1.18543e-05 -5.44008e-06 -1.32094e-05 0.000218015 2.23615e-05 7.08245e-05 -1.99901e-05 4.88754e-05
internal_weight=0 3712 787 183 604 545 130 2925 2821 2768 2687 104 415 346 2638 137
internal_count=3758 3712 787 183 604 545 130 2925 2821 2768 2687 104 415 346 2638 137
is_linear=0
shrinkage=0.0995203


Tree=9649
num_leaves=27
num_cat=0
split_feature=10 18 8 26 26 1 18 1 5 18 8 2 6 8 9 3 3 2 3 2 26 8 2 8 9 18
split_gain=0.0245174 0.00459951 0.0181876 0.0368788 0.0121974 0.00109874 0.00167529 0.000812741 0.000866967 0.000568469 0.000437672 0.000690755 0.000623186 0.000795449 0.000604474 0.000590832 0.000570936 0.000597435 0.000425003 0.00049966 0.000407649 0.000407408 0.000331443 0.000321435 0.00027973 8.98007e-05
threshold=0.096215000000000023 -0.088855000000000003 -0.080224999999999991 0.082850000000000021 0.088245000000000032 -0.44477499999999998 -0.13579499999999997 -0.49056499999999997 0.26245000000000007 -0.091869999999999993 -0.086914999999999992 -0.080644999999999994 -0.03252 -0.085814999999999989 0.11640000000000002 0.08802500000000002 0.08622500000000001 -0.082794999999999994 0.089810000000000015 -0.095204999999999998 0.11724000000000002 -0.082184999999999994 -0.079844999999999985 -0.090440000000000006 0.083325000000000024 -0.110495
decision_type=2 2 2 2 2 2 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 21 6 -4 8 -3 18 11 16 14 -14 20 -15 24 -18 25 -20 -12 -5 -13 -24 -9 -7
right_child=-2 7 5 4 -6 9 -8 10 -10 -11 12 22 13 15 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0033754405616664962 -0.0020963666471983445 2.5036563798044999e-05 -0.00074969918138891424 0 0.00174883823134481 0.00012722309100562208 6.3398482856183753e-05 0.00024534084176782925 0.00059095191930248086 -0.00025998292727785722 2.5517562825102923e-05 -0.00027910597054576916 -0.00044844709940278037 5.3688025798809823e-05 0.00031060429431023576 -0.00011039418637615496 0.00012057810471982729 0.00048756976630573543 0.00028398509123161129 -5.4292216981100291e-05 -0.00025870510884857731 -0.00035602515170631585 3.6504224408041738e-05 -0.00017810824203795739 -2.5541504426178349e-05 0.00036492820097299669
leaf_weight=51 53 70 50 91 46 46 47 47 47 60 659 48 57 297 70 759 124 76 53 232 54 47 367 85 176 46
leaf_count=51 53 70 50 91 46 46 47 47 47 60 659 48 57 297 70 759 124 76 53 232 54 47 367 85 176 46
internal_value=0 5.91593e-05 0.000275833 0.00100556 0.000344241 -4.37689e-05 -0.000347285 2.12909e-06 0.000259367 2.17287e-05 -8.25694e-06 4.75661e-05 -3.58641e-05 -8.39221e-05 3.14027e-05 -6.34708e-05 0.000141516 0.000264128 6.87348e-05 5.74316e-06 2.84342e-06 -0.000118026 -3.02785e-05 -2.04321e-06 2.78794e-05 0.000254974
internal_weight=0 3705 769 235 184 534 97 2936 117 437 2819 923 1896 1113 783 1056 423 200 377 285 713 138 500 452 223 92
internal_count=3758 3705 769 235 184 534 97 2936 117 437 2819 923 1896 1113 783 1056 423 200 377 285 713 138 500 452 223 92
is_linear=0
shrinkage=0.0995203


Tree=9650
num_leaves=23
num_cat=0
split_feature=10 2 2 8 1 5 0 26 6 26 26 1 2 8 26 1 0 2 8 1 2 26
split_gain=0.0198828 0.00336187 0.0396153 0.00776868 0.0136157 0.000633199 0.000758209 0.00059637 0.000530918 0.00086676 0.00261523 0.00104266 0.00319445 0.00150848 0.000564951 0.000710707 0.000857611 0.000539414 0.000536816 0.000491665 0.000417408 0.000414308
threshold=0.096215000000000023 -0.083204999999999987 -0.083589999999999984 -0.098504999999999995 -0.01504 0.62931500000000018 -0.079284999999999994 -0.22971 0.089610000000000009 0.11624000000000002 0.12086000000000002 -0.083284999999999984 -0.081055000000000002 -0.075129999999999988 0.0054200000000000012 -0.081394999999999981 -0.081094999999999987 -0.082174999999999984 1.0000000180025095e-35 -0.082344999999999988 0.41061500000000012 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
left_child=1 2 3 4 -1 6 21 -3 14 11 -11 13 -13 -10 18 16 -16 -17 20 -8 -9 -5
right_child=-2 7 -4 5 -6 -7 19 8 9 10 -12 12 -14 -15 15 17 -18 -19 -20 -21 -22 -23
leaf_value=0 -0.0018877357421096918 0.00028974991751143809 0.0026389614296768609 0 0.002161382486412618 -0.0003860298931204111 0.00025152121337744987 -1.1180032141512494e-05 3.7448650398339906e-05 -0.0007662060906706334 6.9682616462257585e-05 0.00081576462854845587 -6.6744193399187707e-05 -0.00074136746283944141 4.3311888756652609e-05 -0.00020263845051387219 0.00059591668443272723 5.3234087565495205e-05 -0.00036913405268968407 -2.0834932369622864e-05 -0.00029759585232705328 -0.00014891889521721983
leaf_weight=78 53 62 62 445 46 47 151 709 49 68 78 46 342 46 69 91 51 736 51 107 55 316
leaf_count=78 53 62 62 445 46 47 151 709 49 68 78 46 342 46 69 91 51 736 51 107 55 316
internal_value=0 5.33717e-05 0.000186113 5.76294e-05 0.000803412 -2.83541e-05 -1.10534e-05 -1.40451e-05 -2.22651e-05 -0.000100823 -0.000314029 -3.46804e-05 3.57734e-05 -0.000331045 5.31382e-06 5.80138e-05 0.000284991 2.40889e-05 -5.49172e-05 0.000135394 -3.28705e-05 -6.17789e-05
internal_weight=0 3705 1252 1190 124 1066 1019 2453 2391 629 146 483 388 95 1762 947 120 827 815 258 764 761
internal_count=3758 3705 1252 1190 124 1066 1019 2453 2391 629 146 483 388 95 1762 947 120 827 815 258 764 761
is_linear=0
shrinkage=0.0995203


Tree=9651
num_leaves=20
num_cat=0
split_feature=22 18 8 8 1 1 1 10 6 18 11 11 27 18 9 9 21 9 26
split_gain=0.0222461 0.00406146 0.0148282 0.0332977 0.0140755 0.00075709 0.000663224 0.000579093 0.00056155 0.000523883 0.000474275 0.000388615 0.000465088 0.000421799 0.00040936 0.000327739 0.000472026 0.000466886 0.000292383
threshold=0.13264000000000004 -0.088855000000000003 -0.080224999999999991 -0.081864999999999993 -0.0076199999999999992 -0.49837999999999999 -0.49056499999999997 0.077800000000000022 0.004915000000000001 -0.091869999999999993 -0.37506 -0.090469999999999995 0.092175000000000021 0.26090000000000008 -0.073629999999999987 0.088365000000000013 0.083545000000000022 0.093425000000000022 0.08401500000000002
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 -4 7 -3 18 15 -8 -12 13 -13 -14 16 -7 -17 -1
right_child=-2 6 5 -5 -6 9 10 -9 -10 -11 11 12 14 -15 -16 17 -18 -19 -20
leaf_value=-0.00048805543279122342 -0.0021515454318947439 4.0603073934959809e-05 -0.00030691569773259869 0.0033168104326721706 0.0018372488379247149 3.1956661929299056e-05 0.00027571726992247421 0.00049453943837831531 9.8173729367836239e-05 -0.00025530631426846104 -0.00028386184122706126 -3.0094191864317142e-05 -2.4527443701681022e-06 0.0002294353866961895 0.00031681953041358505 -0.00019582033978897496 0.00043845293092130736 8.8585590638183591e-05 -0.00010603229277755593
leaf_weight=47 46 77 85 46 46 81 55 48 49 60 54 2499 72 63 77 85 48 174 46
leaf_count=47 46 77 85 46 46 81 55 48 49 60 54 2499 72 63 77 85 48 174 46
internal_value=0 5.03458e-05 0.00025434 0.000914877 0.000322815 -3.41167e-05 -2.50468e-06 0.000221464 -0.000162011 1.58148e-05 -1.27227e-05 -1.87562e-05 -1.31737e-05 -2.33928e-05 0.000157046 5.98506e-05 0.000189557 -1.59156e-06 -0.0003079
internal_weight=0 3712 767 234 188 533 2945 125 142 448 2820 2765 2711 2562 149 388 129 259 93
internal_count=3758 3712 767 234 188 533 2945 125 142 448 2820 2765 2711 2562 149 388 129 259 93
is_linear=0
shrinkage=0.0995203


Tree=9652
num_leaves=29
num_cat=0
split_feature=2 2 18 10 3 9 20 9 9 3 9 21 1 3 5 3 9 18 3 5 23 2 2 2 5 1 18 5
split_gain=0.0029384 0.0123099 0.00131474 0.00130048 0.00100182 0.00078472 0.00141008 0.0021261 0.000792898 0.000749213 0.000872427 0.000715868 0.000885724 0.000710102 0.000673418 0.000622107 0.000618969 0.000395632 0.000439293 0.00037626 0.000651028 0.000442777 0.000911759 0.000280038 0.000456466 0.000271725 0.000230895 0.000125289
threshold=-0.122295 -0.14264999999999997 -0.0087699999999999983 0.09056500000000002 0.091065000000000021 0.083795000000000022 -0.085594999999999991 0.08401500000000002 0.084595000000000017 0.11089500000000001 0.095415000000000014 0.12980000000000003 -0.047889999999999995 0.092115000000000016 -0.53979999999999995 0.092900000000000024 0.088085000000000011 -0.019539999999999998 0.08511500000000001 -0.46834999999999999 -0.017849999999999998 0.11804000000000002 -0.032624999999999994 0.12875500000000004 0.5134350000000002 0.40359500000000009 -0.092584999999999987 -0.045014999999999993
decision_type=2 2 2 2 2 2 2 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 5 17 -7 -8 -9 10 16 14 -13 -6 -4 -15 27 18 -2 21 -21 22 -16 24 -17 -22 -20 -1
right_child=2 -3 11 -5 13 6 7 8 -10 -11 -12 12 -14 15 19 23 -18 -19 26 20 25 -23 -24 -25 -26 -27 -28 -29
leaf_value=-6.9884116954905488e-05 0.00022154779179566961 0.0017180662879230397 -0.00030020518351510508 0.00044852264100322378 0.00029469368352320457 0.00023521345882860633 -0.00087836665188906801 4.1184451149905673e-05 -0.00026784798651355567 -0.00041169921650614853 0.00038888768768184065 -1.3194342112814028e-05 0.00054546904151626745 -0.00039431106613766831 0.00034790836127415942 -4.2996575729947718e-05 -0.00038516255719445115 -0.00025530396035258073 -0.00024810789324090839 -0.00035769575007990872 8.0423351850933364e-06 0.00042377653315324112 -0.00015671356746160009 -0.00024797480766821582 0.00017371774288557637 0.00021310784439419701 5.5211322371354238e-05 0.00014817309928457999
leaf_weight=46 87 50 66 60 69 58 53 96 434 50 48 50 57 46 63 403 50 51 46 47 1337 47 79 46 126 68 47 53
leaf_count=46 87 50 66 60 69 58 53 96 434 50 48 50 57 46 63 403 50 51 46 47 1337 47 79 46 126 68 47 53
internal_value=0 0.000269683 -3.0537e-05 3.1123e-05 -9.75786e-05 -0.000168519 -0.000225249 -0.000272463 -0.000210328 -6.69554e-05 1.63876e-05 2.67399e-05 0.000276761 -6.73983e-06 1.05882e-05 -4.15507e-05 -9.81183e-05 -7.55523e-06 5.80924e-05 2.3587e-05 5.80732e-06 0.000155849 6.14031e-05 -1.19061e-05 7.07409e-06 1.85499e-05 -8.60152e-05 3.85847e-05
internal_weight=0 357 3376 307 1562 872 641 583 530 247 197 1814 107 690 1707 621 149 231 180 1641 1452 189 142 575 529 1405 93 99
internal_count=3733 357 3376 307 1562 872 641 583 530 247 197 1814 107 690 1707 621 149 231 180 1641 1452 189 142 575 529 1405 93 99
is_linear=0
shrinkage=0.0995203


Tree=9653
num_leaves=16
num_cat=0
split_feature=26 3 18 4 10 5 5 5 26 18 20 26 5 3 20
split_gain=0.00326161 0.0102508 0.00112364 0.00106057 0.000863933 0.000597012 0.000825883 0.000878502 0.000602739 0.00132605 0.000517703 0.000533114 0.000491257 0.000223819 0.000187633
threshold=-0.126245 0.086015000000000022 0.23251500000000005 0.13657000000000005 0.09056500000000002 -0.026719999999999997 -0.034484999999999995 -0.042209999999999991 0.096685000000000021 -0.069565000000000002 -0.079725000000000004 -0.23202999999999999 0.054660000000000007 0.14940500000000004 -0.09638999999999999
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 -2 12 -10 14 -12 -7 -5 -3
right_child=2 10 -4 13 -6 8 -8 -9 9 -11 11 -13 -14 -15 -16
leaf_value=0.0016870960407903428 -6.0147959404313834e-06 0 0.00033390286868858755 8.4266760660451913e-05 0.00037743638297581993 -0.00016452919335056221 0.00036734272247579631 -0.00042784086186887187 0.00033241037055328635 -0.0001379285132687142 0 0.00045429881770204351 -4.6990853487092391e-05 0.00033823345286650088 -0.00025940631685353029
leaf_weight=46 1319 55 83 81 46 900 56 51 99 146 63 46 617 78 47
leaf_count=46 1319 55 83 81 46 900 56 51 99 146 63 46 617 78 47
internal_value=0 0.000340479 -2.69159e-05 -3.59836e-05 -4.85273e-05 -5.49304e-05 -6.43914e-06 -2.23154e-05 -9.37101e-05 4.87855e-05 4.30243e-05 0.000196616 -0.000117263 0.000214003 -0.000113083
internal_weight=0 257 3476 3393 3234 3188 1426 1370 1762 245 211 109 1517 159 102
internal_count=3733 257 3476 3393 3234 3188 1426 1370 1762 245 211 109 1517 159 102
is_linear=0
shrinkage=0.0995203


Tree=9654
num_leaves=25
num_cat=0
split_feature=26 1 18 3 9 20 9 3 21 6 3 3 6 3 2 3 6 9 3 3 2 9 9 17
split_gain=0.00265136 0.0122954 0.000925217 0.000747423 0.000774338 0.00112803 0.00166922 0.000744608 0.000679511 0.000611593 0.000609462 0.00049109 0.000425942 0.000781099 0.00054732 0.000401785 0.00034368 0.000482354 0.000382826 0.000471844 0.000307803 0.000288267 0.00104572 0.000614405
threshold=-0.126245 -0.096749999999999989 -0.0087699999999999983 0.091065000000000021 0.083795000000000022 -0.085594999999999991 0.08401500000000002 0.089605000000000018 0.14970000000000003 -0.095324999999999993 0.092115000000000016 0.098755000000000023 -0.0093650000000000001 0.08511500000000001 -0.086304999999999993 0.09304500000000003 0.14653500000000005 0.11007500000000002 0.14940500000000004 0.092635000000000023 -0.063234999999999986 0.09143500000000003 0.09296500000000002 -0.081674999999999998
decision_type=2 2 2 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 -7 -8 16 -3 -5 -11 -2 14 -14 -12 17 18 19 -4 -19 23 -23 -17
right_child=2 9 8 10 5 6 7 -9 -10 11 15 -13 13 -15 -16 21 -18 20 -20 -21 -22 22 -24 -25
leaf_value=0.0017814527966398999 0.0001828907543310182 0.00023633956680608713 4.5629873457041578e-05 0.00027660057572911499 0.00024463811744118935 -0.00077791839987908932 -0.00013520392894907914 -0.00048671764310559065 0.00040060393528458695 -0.00033558034751072119 -0.00030316146223698695 2.5020216776474163e-05 -0.00016543690852880704 -0.0003950071982533301 0.00028912087118762467 -0.0002647887369249075 -0.00022925906566044032 0.00035864039341814796 0.00021085649791968041 -6.3322632025718926e-05 4.7649185827191976e-05 0.00046161267369206044 -2.3057647699903805e-05 0.0001154829108999298
leaf_weight=46 88 66 825 69 50 53 453 72 46 64 51 81 49 55 54 109 56 65 85 750 75 50 356 65
leaf_count=46 88 66 825 69 50 53 453 72 46 64 51 81 49 55 54 109 56 65 85 750 75 50 356 65
internal_value=0 0.000307056 -2.41904e-05 -8.07444e-05 -0.000142142 -0.000200808 -0.000240758 -0.000184971 2.21805e-05 -1.04969e-05 -2.91518e-06 -0.000128496 4.29463e-06 -8.99955e-05 6.49271e-05 -3.47777e-05 1.23604e-05 2.03323e-05 4.86475e-06 -5.73251e-06 0.000197885 -9.76695e-06 3.46145e-05 -0.000118028
internal_weight=0 257 3476 1574 874 628 578 525 1902 211 700 145 246 158 103 631 1856 1800 1660 1575 140 580 406 174
internal_count=3733 257 3476 1574 874 628 578 525 1902 211 700 145 246 158 103 631 1856 1800 1660 1575 140 580 406 174
is_linear=0
shrinkage=0.0995203


Tree=9655
num_leaves=32
num_cat=0
split_feature=1 0 21 5 3 3 0 8 6 6 0 0 6 1 9 8 5 21 20 5 2 2 8 2 2 20 1 3 1 22 5
split_gain=0.00190308 0.00886181 0.000974019 0.000775725 0.000516841 0.000543866 0.000454836 0.000713826 0.000817814 0.000489133 0.00048822 0.000684992 0.000453606 0.000666716 0.00103691 0.00112356 0.000654498 0.000697622 0.000506341 0.001298 0.000441374 0.000438777 0.000434804 0.000418158 0.000925061 0.000408383 0.000352669 0.000348511 0.000335196 0.00024207 0.000217446
threshold=-0.16272499999999998 -0.03431 0.15544000000000005 -0.026719999999999997 0.10669500000000003 0.099655000000000021 -0.084665000000000004 -0.086154999999999995 0.086965000000000028 0.11884000000000002 -0.082494999999999999 -0.082039999999999988 0.086420000000000011 -0.078729999999999994 0.091750000000000012 -0.087954999999999992 -0.53979999999999995 -0.032929999999999994 0.10252000000000001 -0.049719999999999993 -0.087075 0.096520000000000022 -0.087954999999999992 -0.069459999999999994 -0.076524999999999996 -0.011044999999999999 -0.51744999999999985 0.11225500000000002 -0.047239999999999997 0.082630000000000023 -0.0093650000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 7 22 20 10 25 -12 16 14 15 -14 17 -2 19 -18 -9 26 30 24 -15 -8 -3 -6 -25 -20 -5
right_child=2 4 -4 6 27 -7 9 8 -10 -11 11 -13 13 23 -16 -17 18 -19 29 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0014589392145316943 -0.00047583104003453663 8.771176956829364e-05 0.00036125614173624032 -0.0002379900206173127 0.0003926254590612189 -0.0003251275309698604 -0.00010306480023108353 1.171215414201544e-05 -0.00052754102412256036 0.00021811751973123148 -0.00045247503335523647 -6.7477053743606466e-05 -0.00012916667140432393 -2.2759228717012767e-05 0.00013611274918372718 -0.00076102104375794287 5.8789365106069837e-05 5.0261930220164567e-05 -0.00031263265050673666 0.00051156107173118675 -0.00025283198714995441 0.00028009835387325427 0.00020259855449699345 -0.00034521825783664608 0.00043492358577063093 0.00021986495932064666 -0.00026648101718035197 3.5882838232575615e-05 6.4687288705313551e-06 0 -8.7703586241084615e-06
leaf_weight=49 47 54 63 71 50 59 59 91 81 66 50 730 76 158 53 48 943 48 46 68 166 48 62 46 59 101 53 72 54 46 116
leaf_count=49 47 54 63 71 50 59 59 91 81 66 50 730 76 158 53 48 943 48 46 68 166 48 62 46 59 101 53 72 54 46 116
internal_value=0 0.000208351 -2.52773e-05 -3.29395e-05 2.35375e-05 -6.68516e-05 -8.28542e-05 -0.000152994 -0.000247441 -4.1114e-05 -6.01863e-05 -9.3206e-05 1.35709e-05 -6.59877e-05 -0.000221083 -0.000380357 4.70605e-05 -0.000201399 6.92021e-05 9.00526e-05 -0.000155975 2.61785e-05 -2.15002e-05 1.8029e-05 9.79075e-05 9.56682e-05 -8.00788e-05 0.000188799 -0.000147121 -0.000151028 -0.000100178
internal_weight=0 385 3348 3285 336 214 1593 587 338 1006 940 780 1692 494 177 124 1198 95 1103 1011 257 155 249 317 217 160 107 122 100 92 187
internal_count=3733 385 3348 3285 336 214 1593 587 338 1006 940 780 1692 494 177 124 1198 95 1103 1011 257 155 249 317 217 160 107 122 100 92 187
is_linear=0
shrinkage=0.0995203


Tree=9656
num_leaves=25
num_cat=0
split_feature=2 2 18 5 1 10 18 18 6 1 0 18 2 17 20 17 3 10 18 2 0 18 20 1
split_gain=0.00272732 0.0126027 0.00285698 0.0067504 0.0021542 0.0019237 0.00152948 0.00217433 0.00120407 0.00167688 0.00108758 0.000901928 0.00105607 0.000699629 0.000671473 0.000741253 0.000587002 0.00078054 0.000643271 0.000574044 0.000522332 0.00042276 0.000358729 0.000197968
threshold=-0.11700999999999999 -0.14091999999999996 -0.082304999999999989 -0.018754999999999997 0.62916000000000016 0.09056500000000002 -0.020999999999999998 -0.026374999999999999 0.10877500000000002 -0.068094999999999989 -0.26289499999999993 -0.087529999999999983 -0.08237499999999999 -0.0046399999999999992 -0.010035000000000001 -0.067864999999999995 0.11089500000000001 0.086175000000000015 0.027500000000000007 -0.071344999999999992 -0.082494999999999999 -0.016464999999999997 -0.23803499999999997 -0.15528499999999998
decision_type=2 2 2 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 16 7 8 20 -10 -8 13 -13 14 19 -16 17 18 23 -5 -4 -12 -23 -1
right_child=2 -3 4 11 -6 -7 10 -9 9 -11 21 12 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=-0.00042197599344077929 -0.0010010314780583951 0.0017405200586550181 0.00014929150079046852 -0.00012558195627487901 0.00068104921895573514 0.0005235868811224307 -0.00048213185259435277 0.00082479541652841768 0.0008499765680814146 5.7502652336078594e-05 -0.00027222870975631677 -8.9809535665390537e-05 0.00053300713694683132 0.00023063478343662977 -0.00018094001480247236 -0.00061604558779476649 -0.00038404296334100833 0.00035428848708393825 0.00012969100663926846 0.00017347490813200215 -0.0001331231706262144 -0.00022456139127359452 1.8186644958559065e-05 -0.00010536274890360639
leaf_weight=49 87 50 120 226 51 65 47 49 46 68 54 56 49 51 277 48 51 46 62 87 141 62 1871 47
leaf_count=49 87 50 120 226 51 65 47 49 46 68 54 56 49 51 277 48 51 46 62 87 141 62 1871 47
internal_value=0 0.000270763 -1.36739e-05 -0.000168034 4.02012e-05 3.85549e-05 2.65714e-05 0.000198599 0.000114593 0.000384454 -8.88634e-06 -7.57297e-05 0.000193042 -0.000117877 -0.000147019 -0.000247721 -8.18705e-05 -2.31439e-06 -0.000111317 -3.98421e-05 -1.40843e-07 1.89571e-06 9.97712e-06 -0.000275495
internal_weight=0 370 3390 881 2509 320 2458 424 375 114 2034 794 105 689 638 325 255 204 158 313 261 1987 1933 96
internal_count=3760 370 3390 881 2509 320 2458 424 375 114 2034 794 105 689 638 325 255 204 158 313 261 1987 1933 96
is_linear=0
shrinkage=0.0995203


Tree=9657
num_leaves=21
num_cat=0
split_feature=3 3 3 26 30 10 0 5 3 18 4 26 26 17 17 17 9 5 8 9
split_gain=0.00236503 0.0150764 0.0031217 0.00787162 0.00177287 0.00164412 0.000916687 0.000772192 0.000760575 0.000487147 0.000675186 0.000580627 0.000749711 0.00057154 0.00168483 0.000719027 0.000446331 0.000469022 0.000775918 0.000369207
threshold=0.089535000000000017 0.090050000000000033 0.088805000000000023 0.086420000000000011 0.11901000000000002 0.09056500000000002 -0.26289499999999993 0.41370500000000004 0.10611500000000003 -0.088579999999999992 0.085230000000000014 0.098185000000000022 0.091195000000000012 -0.022884999999999999 -0.068169999999999994 -0.0046399999999999992 0.083925000000000013 -0.011514999999999999 -0.080224999999999991 0.11408000000000003
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 9 -4 5 6 -3 19 -9 10 16 12 13 14 -11 -15 -1 -18 -19 -8
right_child=1 4 3 -5 -6 -7 7 8 -10 11 -12 -13 -14 15 -16 -17 17 18 -20 -21
leaf_value=-0.00039761768405581548 0.001362599389191213 -0.00043306554654316338 -0.0015626048698844154 2.5771150905449084e-05 0.00060573858734054391 0.0005432563967770885 4.6106640796743855e-05 0.00017984345619436978 -0.00024269292912281121 -9.9789491957363267e-06 0.00017604978674764328 -0.00027502018077488292 0.0003434877010790651 -0.00022892610076764299 0.00056515644928206634 3.5464958156525029e-06 0.00014148553948576322 -0.00042982457377312432 5.3465387187168209e-05 -0.00011012427028805323
leaf_weight=89 87 48 48 84 51 56 1576 51 203 257 51 74 64 185 62 435 48 73 55 163
leaf_count=89 87 48 48 84 51 56 1576 51 203 257 51 74 64 185 62 435 48 73 55 163
internal_value=0 7.80814e-05 -8.25964e-05 -0.000545619 2.56737e-05 1.11758e-05 -3.02205e-06 6.9245e-06 -0.00015463 -3.8133e-05 -0.000146891 -5.46251e-06 1.36089e-05 -8.00304e-06 9.92367e-05 -6.45e-05 -0.000212131 -0.000113682 -0.000215765 3.09921e-05
internal_weight=0 2235 1525 132 2148 2097 2041 1993 254 1393 316 1077 1003 939 319 620 265 176 128 1739
internal_count=3760 2235 1525 132 2148 2097 2041 1993 254 1393 316 1077 1003 939 319 620 265 176 128 1739
is_linear=0
shrinkage=0.0995203


Tree=9658
num_leaves=26
num_cat=0
split_feature=20 20 27 27 10 8 0 26 0 8 3 20 8 1 9 3 0 21 9 21 3 26 9 29 27
split_gain=0.0020081 0.00986111 0.00180091 0.0128818 0.00156043 0.00094296 0.000818972 0.0011559 0.00205482 0.00338846 0.00117515 0.000914604 0.000531594 0.000821468 0.000726209 0.000726153 0.000506205 0.000406386 0.000902344 0.000605731 0.000623085 0.000555673 0.000379494 0.000263303 0.000391167
threshold=-0.083495 -0.084724999999999995 1.0000000180025095e-35 0.081615000000000021 0.09056500000000002 -0.073029999999999984 -0.071029999999999996 0.096155000000000018 -0.082794999999999994 -0.073999999999999996 0.13640000000000005 -0.082220000000000001 0.10649000000000002 -0.064534999999999995 0.093825000000000033 0.11089500000000001 -0.014889999999999999 -0.080634999999999998 0.087635000000000032 -0.015149999999999999 0.10920500000000002 -0.025024999999999999 0.099330000000000016 -0.08070999999999999 0.095885000000000012
decision_type=2 2 2 2 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 4 -4 6 23 7 10 22 -10 11 -2 13 15 -15 -8 17 18 -1 -19 21 -21 -9 -5 -25
right_child=2 -3 3 5 -6 -7 12 8 9 -11 -12 -13 -14 14 -16 -17 -18 19 -20 20 -22 -23 -24 24 -26
leaf_value=-0.00014105739845858984 0.00034319023190873126 -0.0015103456889613124 0.0017886623448748907 5.5760345763305474e-05 0.00057348859854211207 0.00036987104138955739 -7.1237720230419869e-05 -0.00018491994650482886 0.0009605762210697622 0.00011342952390815121 0.00046484474849705319 -2.6328573008891908e-05 -0.00035923440256034638 0.00030446074706228833 -4.3147368700310211e-05 -0.00040683173616571706 0.00028021945201590594 -0.00041488862253678832 0.00040200400519365792 -0.00014073496205775843 -0.00029201986389369559 0.0001788318537748316 0.00014651697715006262 1.0095496549520582e-05 -0.00030532022820252495
leaf_weight=68 69 49 47 83 49 58 266 106 71 145 53 1636 66 90 167 88 46 58 53 99 82 116 48 65 82
leaf_count=68 69 49 47 83 49 58 266 106 71 145 53 1636 66 90 167 88 46 58 53 99 82 116 48 65 82
internal_value=0 -0.000160103 4.24533e-05 0.000260911 1.65241e-05 8.74726e-06 6.50276e-06 3.71053e-05 0.000197022 0.00039568 2.98259e-06 -1.08943e-05 -8.84805e-05 -5.7894e-05 7.53978e-05 -0.000156975 -3.17874e-05 -6.36592e-05 9.0047e-05 -0.000118355 -5.76899e-05 2.78749e-05 -7.62992e-05 -7.87596e-05 -0.000160282
internal_weight=0 571 3189 335 2854 288 2805 2128 370 216 1758 1705 677 611 257 354 522 476 121 355 297 215 154 230 147
internal_count=3760 571 3189 335 2854 288 2805 2128 370 216 1758 1705 677 611 257 354 522 476 121 355 297 215 154 230 147
is_linear=0
shrinkage=0.0995203


Tree=9659
num_leaves=23
num_cat=0
split_feature=3 3 21 21 1 10 5 18 5 3 6 17 1 3 3 17 1 1 3 5 9 3
split_gain=0.00191043 0.0122327 0.00283479 0.0102571 0.0019623 0.0011807 0.00108052 0.000681614 0.000591459 0.000595183 0.000411414 0.000323935 0.000302934 0.00116091 0.000935391 0.00116806 0.00063564 0.000860553 0.000847273 0.000691119 0.000620121 0.000351116
threshold=0.089535000000000017 0.090050000000000033 -0.018669999999999996 -0.084204999999999988 0.52078500000000016 0.09056500000000002 -0.53313499999999991 -0.14624999999999996 0.41370500000000004 0.10611500000000003 -0.0092549999999999993 -0.54192999999999991 -0.0064949999999999999 0.087745000000000031 0.086605000000000029 -0.047785000000000001 -0.083284999999999984 -0.085014999999999993 0.087625000000000022 -0.020074999999999999 0.088510000000000019 0.086850000000000024
decision_type=2 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 -4 11 -10 -1 -8 16 14 15 -14 17 21 19 -18 -20 -9
right_child=1 4 7 -5 -6 -7 8 12 9 -11 -12 -13 13 -15 -16 -17 18 -19 20 -21 -22 -23
leaf_value=-0.00010409644334675202 0.0012262020579544095 -0.0003664154376530331 -0.00035973832812652678 -0.0016541157562056479 0.00063201934703650071 0.00045767040447580536 0.00024767776363451952 -6.923307900136977e-05 0.00016322232308899848 -0.00020976823239867419 0.00027950498567632867 2.1088309635404222e-05 0.00051398685600719755 0.00046586861363308649 -0.00041649529548178532 -5.2903528872265018e-05 8.8594321518349527e-05 0.00037085609319946483 -0.00051029180588540817 -0.0002126251045626936 -6.2093749822503651e-05 0.00011707379203484934
leaf_weight=60 87 79 59 50 51 56 66 344 51 204 49 1641 46 60 48 158 180 65 82 128 56 140
leaf_count=60 87 79 59 50 51 56 66 344 51 204 49 1641 46 60 48 158 180 65 82 128 56 140
internal_value=0 6.91434e-05 -7.52676e-05 -0.000473307 2.18982e-05 6.66935e-06 -5.30392e-06 -2.83372e-05 8.81901e-06 -0.00013196 6.0838e-05 3.03288e-05 -1.27509e-05 7.18794e-05 -1.86791e-05 7.09119e-05 -4.0111e-05 3.03822e-05 -0.000128719 -3.39299e-05 -0.000334346 -1.36513e-05
internal_weight=0 2235 1525 159 2148 2097 2041 1366 1962 255 109 1707 1307 312 252 204 995 549 446 308 138 484
internal_count=3760 2235 1525 159 2148 2097 2041 1366 1962 255 109 1707 1307 312 252 204 995 549 446 308 138 484
is_linear=0
shrinkage=0.0995203


Tree=9660
num_leaves=12
num_cat=0
split_feature=30 28 24 3 9 1 10 3 27 5 18
split_gain=0.00234546 0.000620697 0.000495479 0.000476053 0.00159358 0.00221112 0.00104998 0.000760202 0.000440409 0.000619119 0.000439906
threshold=0.12577500000000003 0.092630000000000032 0.084270000000000025 0.13547000000000003 0.11351500000000002 0.50644500000000015 0.091870000000000021 0.18676500000000004 1.0000000180025095e-35 -0.43873000000000001 -0.0073899999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 7 8 -5 9 -1 -10
right_child=-2 -3 -4 4 -6 -7 -8 -9 10 -11 -12
leaf_value=0.00017197722997493175 -0.0006993763726993882 0.00035302175837123497 0.00026536079747483397 -0.00042741862595240064 -0.00065745959762165973 0.00049521013085558141 0.00044698143942204324 5.8995815360931069e-05 -0.0003705756518391663 -7.85898171264217e-07 -5.2372744264256723e-05
leaf_weight=221 47 51 70 81 47 59 53 48 56 2794 227
leaf_count=221 47 51 70 81 47 59 53 48 56 2794 227
internal_value=0 8.084e-06 3.04832e-06 -1.84384e-06 -0.000138952 -4.97049e-06 7.52703e-06 -0.000240081 2.16625e-07 1.16062e-05 -0.000118231
internal_weight=0 3707 3656 3586 235 188 3351 129 3298 3015 283
internal_count=3754 3707 3656 3586 235 188 3351 129 3298 3015 283
is_linear=0
shrinkage=0.0995203


Tree=9661
num_leaves=20
num_cat=0
split_feature=29 28 26 26 8 0 8 18 0 18 0 3 18 18 18 20 11 18 20
split_gain=0.00130076 0.000525445 0.000482556 0.00139194 0.00048392 0.000785258 0.000764888 0.00058192 0.000574598 0.000558467 0.000555663 0.000395823 0.000384426 0.000712019 0.000520414 0.00163064 0.000443542 0.000392108 0.000381014
threshold=-0.11373499999999999 0.092630000000000032 0.087745000000000031 0.088165000000000021 -0.050299999999999997 -0.070134999999999989 -0.041669999999999992 0.089505000000000015 -0.073464999999999989 0.038665000000000012 -0.085144999999999985 0.16149500000000003 -0.089024999999999993 -0.096219999999999986 -0.084629999999999997 -0.08231999999999999 1.0000000180025095e-35 -0.10303999999999999 -0.010035000000000001
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 7 10 -7 9 -9 -5 -6 12 13 17 15 -14 -16 -2 -15
right_child=1 -3 3 4 5 6 -8 8 -10 -11 -12 -13 14 18 16 -17 -18 -19 -20
leaf_value=-0.00048559519593205928 0 0.00033020772121945835 -0.00044568366736651014 -1.53423808597553e-05 -0.0001713417800853799 -0.00064150674153267838 -9.9168159685590932e-05 3.0891820591912874e-05 0.00032951841114743505 -0.00037324373814485599 0.00030025161059476444 -0.0001860523518602387 -0.0001533752545967604 0 3.7861332172654212e-05 0.00059149677548638382 0.00035472035060886111 0.00029952842498715638 -0.00031336054986541676
leaf_weight=54 289 49 80 843 52 48 65 222 94 46 46 78 49 62 1404 67 46 52 108
leaf_count=54 289 49 80 843 52 48 65 222 94 46 46 78 49 62 1404 67 46 52 108
internal_value=0 6.38047e-06 1.81017e-06 -4.13761e-05 -1.79557e-05 -0.000157133 -0.000336787 5.73548e-06 0.000122314 -3.47823e-05 4.16651e-05 3.21699e-05 4.07592e-05 -3.31361e-05 6.53946e-05 0.000269796 4.8478e-05 4.78803e-05 -0.000200461
internal_weight=0 3700 3651 1496 1416 211 113 1205 316 889 98 2155 2077 511 1566 116 1450 341 170
internal_count=3754 3700 3651 1496 1416 211 113 1205 316 889 98 2155 2077 511 1566 116 1450 341 170
is_linear=0
shrinkage=0.0995203


Tree=9662
num_leaves=27
num_cat=0
split_feature=30 6 9 9 9 5 6 8 26 1 3 9 26 18 26 24 2 2 2 18 8 26 8 9 1 26
split_gain=0.00175769 0.00049358 0.000477606 0.00118517 0.000987549 0.000537778 0.00073213 0.00202257 0.000477017 0.00118505 0.00293022 0.00282464 0.000650334 0.00113229 0.000404656 0.000341013 0.000385132 0.00141427 0.000891932 0.000756144 0.000508528 0.000954986 0.000714745 0.0003743 0.0018227 0.00161174
threshold=0.12577500000000003 0.088315000000000018 0.09310000000000003 0.092225000000000015 0.094435000000000033 0.054660000000000007 0.11816500000000002 -0.071344999999999992 0.090275000000000022 -0.083284999999999984 0.08895500000000002 0.090400000000000022 0.08734500000000002 -0.077844999999999998 0.086130000000000026 0.084270000000000025 -0.084114999999999981 -0.085599999999999996 -0.083344999999999989 -0.018864999999999996 -0.086404999999999996 0.087745000000000031 -0.089594999999999994 0.11296000000000002 0.021350000000000004 0.29612500000000008
decision_type=2 2 2 2 2 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 3 8 -4 6 7 -6 12 10 -10 -11 14 -14 -3 16 17 20 -18 -19 22 -22 -1 25 -25 -20
right_child=-2 2 4 -5 5 -7 -8 -9 9 11 -12 -13 13 -15 -16 -17 18 19 23 -21 21 -23 -24 24 -26 -27
leaf_value=0 -0.00060542126760670088 -8.7157068550371819e-05 0.00039044944804554876 -0.00057600009366689825 0.00071449403585065641 -0.00025121193901325701 -0.0002572606322277582 -6.2216996225037538e-05 0.00033961424906499082 -0.00019999475515541232 -0.00074257097819367711 0.00074283376836893665 -0.00070157006108461772 -0.00011265120404318178 0.00024627261505855196 0.00025082103499637031 -0.00037130677873750559 0.00062571467777972013 4.1402320566793374e-06 0.00013527265632600391 0.00012943339500392034 -0.00021131857099294498 -0.00044081239531671535 0.00026575571769911992 -0.00052152716499121723 0.00057368630207775648
leaf_weight=134 47 163 65 49 46 84 57 114 48 63 50 61 46 125 46 68 63 64 1504 71 472 97 50 52 64 51
leaf_count=134 47 163 65 49 46 84 57 114 48 63 50 61 46 125 46 68 63 64 1504 71 472 97 50 52 64 51
internal_value=0 7.01081e-06 -5.1758e-05 -0.000103236 3.75692e-05 -3.59146e-05 4.36539e-05 0.000155971 -6.33957e-05 4.98536e-05 -0.000204168 0.000257214 -0.000131711 -0.000275861 -9.85372e-06 2.95337e-05 2.34825e-05 7.68225e-05 -3.36137e-06 0.000373843 2.24847e-05 6.99051e-05 -0.000119709 1.0021e-05 -0.00016155 2.33463e-05
internal_weight=0 3707 1017 651 366 301 217 160 602 222 98 124 380 171 209 2690 2622 888 1734 135 753 569 184 1671 116 1555
internal_count=3754 3707 1017 651 366 301 217 160 602 222 98 124 380 171 209 2690 2622 888 1734 135 753 569 184 1671 116 1555
is_linear=0
shrinkage=0.0995203


Tree=9663
num_leaves=15
num_cat=0
split_feature=30 22 24 2 1 2 2 1 5 2 26 8 9 9
split_gain=0.00142503 0.000375417 0.000385284 0.000318661 0.000669312 0.000573015 0.000930282 0.0011451 0.000622605 0.000593878 0.000586466 0.000423386 0.000352227 0.00032992
threshold=0.12577500000000003 0.13264000000000004 -0.071224999999999997 -0.104295 -0.49056499999999997 -0.084114999999999981 -0.083104999999999998 -0.077774999999999997 -0.041054999999999994 -0.084924999999999987 0.091195000000000012 -0.086304999999999993 0.08073000000000001 0.099125000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 9 7 -7 -8 10 -5 -11 -6 -14
right_child=-2 -3 3 5 12 6 8 -9 -10 11 -12 -13 13 -15
leaf_value=0.00028865268176506067 -0.00054516963810204047 0.00028006014906456521 0.00014636712955305901 1.4397635340332631e-05 7.160724996615229e-05 -0.00051743866318092776 4.9222740733889405e-05 5.2220384179668531e-05 -5.3671801084044404e-05 0.00053603011276969967 0.00033375475129013255 0.00011647359207210713 -0.00029362076365633839 -3.3085512524234939e-05
leaf_weight=46 47 49 89 586 48 78 1235 59 1102 46 64 63 163 79
leaf_count=46 47 49 89 586 48 78 1235 59 1102 46 64 63 163 79
internal_value=0 6.26952e-06 2.37822e-06 -1.04094e-06 -8.75765e-05 8.85029e-06 -1.40731e-05 -0.000266136 3.53074e-07 8.46488e-05 4.71015e-05 0.000301045 -0.000162196 -0.000211953
internal_weight=0 3707 3658 3612 379 3233 2474 137 2337 759 650 109 290 242
internal_count=3754 3707 3658 3612 379 3233 2474 137 2337 759 650 109 290 242
is_linear=0
shrinkage=0.0995203


Tree=9664
num_leaves=28
num_cat=0
split_feature=22 3 3 5 9 3 3 2 9 5 9 3 9 9 9 9 26 9 36 9 3 17 17 17 9 26 26
split_gain=0.0202663 0.00204026 0.00525264 0.0157192 0.00069718 0.000599156 0.00055265 0.000499532 0.000497514 0.00207118 0.000506168 0.000763835 0.000467929 0.000431105 0.0028358 0.000794977 0.000602781 0.000720578 0.000554569 0.000482577 0.000377215 0.000358763 0.0010886 0.000864785 0.000483351 0.000318569 0.000311251
threshold=0.13292500000000004 0.085625000000000021 0.084895000000000012 -0.033039999999999993 0.085335000000000022 0.11125500000000002 0.11339500000000001 -0.096314999999999998 0.083925000000000013 -0.020485 0.079525000000000026 0.088385000000000033 0.11408000000000003 0.084915000000000032 0.084485000000000018 0.086155000000000023 0.084585000000000021 0.083995000000000028 0.088655000000000025 0.10526500000000003 0.094525000000000012 0.059130000000000009 0.043850000000000007 0.067035000000000025 0.092150000000000024 0.087745000000000031 0.084645000000000012
decision_type=2 2 2 2 2 2 2 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 -4 8 21 -7 -8 10 -10 11 -3 -9 14 16 -15 18 -18 -1 -17 -13 22 24 -23 -6 -25 -11
right_child=-2 4 3 -5 5 6 7 12 9 26 -12 20 -14 15 -16 19 17 -19 -20 -21 -22 23 -24 25 -26 -27 -28
leaf_value=-0.00020009149971195466 -0.0021518212961558441 0.00041991207518602146 -0.0022526170864148628 4.0754972195836713e-06 -0.00013116498246746027 0.00037336196604262898 -0.00023412734630151325 0.00018752667169527951 0.00078131241650920065 -0.00018771980024549423 -0.00021268292668678908 -0.00017596758986783886 -7.0761016222413911e-05 0.00037175896208273566 -0.00073520430636266304 -0.00030341658083539284 -4.0652576764790446e-06 0.00045219956208226894 0.0001629750100869624 0.000129672176391815 5.0447152163670221e-05 0.00037857302546239776 -0.00051487882404269093 9.2648543483880294e-05 5.3050136631530514e-06 -0.00010147680962568693 0.00014771026977061731
leaf_weight=189 46 52 46 89 667 50 63 160 46 53 79 82 117 56 64 53 108 48 51 46 601 53 61 111 400 308 56
leaf_count=189 46 52 46 89 667 50 63 160 46 53 79 82 117 56 64 53 108 48 51 46 601 53 61 111 400 308 56
internal_value=0 -4.93557e-05 -0.000196039 -0.000758808 -1.19002e-05 -4.58378e-05 6.3653e-05 1.56998e-05 5.69514e-05 0.000221052 2.46981e-05 5.13263e-05 7.54751e-05 -7.11726e-05 -0.0001202 6.90474e-05 -1.87384e-05 0.000131076 -0.000119529 -9.39145e-05 2.20655e-05 -7.30378e-05 -0.000103522 0 -7.92375e-05 -4.8096e-05 -7.87844e-06
internal_weight=0 3709 750 135 2959 1990 390 340 969 155 814 735 277 615 460 155 396 156 240 99 683 1600 1128 472 1067 419 109
internal_count=3755 3709 750 135 2959 1990 390 340 969 155 814 735 277 615 460 155 396 156 240 99 683 1600 1128 472 1067 419 109
is_linear=0
shrinkage=0.0995203


Tree=9665
num_leaves=23
num_cat=0
split_feature=20 3 3 28 6 3 18 1 1 9 21 3 3 3 1 5 1 18 9 1 9 4
split_gain=0.0142249 0.00193223 0.0128455 0.000668752 0.000474665 0.000752414 0.00160565 0.000909271 0.000937741 0.000728644 0.000599056 0.00047075 0.00170787 0.000997941 0.000436289 0.00124948 0.000551311 0.000603123 0.000878048 0.000666044 0.00030933 0.000194422
threshold=0.24030500000000005 0.084955000000000017 0.084735000000000019 0.092630000000000032 0.088055000000000022 0.097880000000000023 0.11906500000000002 -0.057259999999999998 -0.073104999999999989 0.09518500000000002 0.13589500000000002 0.089605000000000018 0.090135000000000021 0.086895000000000014 -0.090104999999999991 -0.0081349999999999981 -0.085349999999999995 -0.010395 0.083715000000000026 -0.077774999999999997 0.10078500000000003 0.08283500000000002
decision_type=2 2 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 10 6 9 8 -7 -6 11 13 -13 -3 15 -1 -16 18 -18 -19 -9 -17
right_child=-2 3 -4 -5 5 7 -8 20 -10 -11 -12 12 -14 -15 16 21 17 19 -20 -21 -22 -23
leaf_value=-0.00054456176792884643 -0.0014342807236486612 -6.8898143135179466e-05 -0.0016245184791996901 0.000345897455485389 -0.00011266586659376043 -9.2074592068427224e-07 -0.00060576874236335755 -0.00032185212848641944 0.00049771891267540354 0.00023323137297171466 0.00027998686373045958 -0.00060072880435572864 -7.4694491320666784e-06 0.0001918268342855846 0.00029835546799508326 0.00012615203806447476 1.6827916307722932e-05 0.00033964183414338941 -0.00057069604410136762 -4.9973044741663944e-05 6.5607019533104303e-06 -0.00014084890792599326
leaf_weight=62 74 254 57 52 581 72 63 50 71 66 80 50 1336 330 54 64 50 56 46 186 55 46
leaf_count=62 74 254 57 52 581 72 63 50 71 66 80 50 1336 330 54 64 50 56 46 186 55 46
internal_value=0 -4.01182e-05 -0.000200226 -7.35828e-06 -1.37372e-05 -7.17005e-05 -0.000124266 7.54894e-05 0.000240931 -7.61159e-05 1.29506e-05 1.69096e-06 -2.9462e-05 7.70276e-05 -5.48298e-05 -0.000187024 1.08554e-06 -4.39854e-05 -0.000256167 3.68031e-05 -0.00014203 7.05503e-06
internal_weight=0 3681 621 3060 3008 958 710 248 143 647 2050 1970 1386 584 564 172 392 338 96 242 105 110
internal_count=3755 3681 621 3060 3008 958 710 248 143 647 2050 1970 1386 584 564 172 392 338 96 242 105 110
is_linear=0
shrinkage=0.0995203


Tree=9666
num_leaves=17
num_cat=0
split_feature=10 3 3 22 28 9 18 9 8 2 8 8 21 4 8 10
split_gain=0.0193456 0.00176164 0.0103045 0.00101463 0.000574313 0.000547476 0.00317916 0.00121671 0.00047916 0.000402803 0.000495105 0.00136213 0.000560884 0.000322484 0.000253392 0.000200079
threshold=0.096215000000000023 0.084955000000000017 0.084735000000000019 0.13264000000000004 0.094675000000000023 0.084485000000000018 -0.0073899999999999999 0.08401500000000002 -0.087635000000000005 -0.22383 -0.083849999999999994 -0.082934999999999995 -0.014264999999999998 0.11995000000000003 -0.081915000000000002 0.086165000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 9 7 -7 13 -8 15 12 -12 -11 14 -1 -3
right_child=-2 3 -4 -5 -6 6 8 -9 -10 10 11 -13 -14 -15 -16 -17
leaf_value=6.6121056510645785e-05 -0.0019492739055636766 0.0003331270649248112 -0.0014628460082492171 0.00045554385751868869 0.00033788407932153561 -0.0008384418159302693 -8.1593103299261305e-05 0.0004737580643337907 0.00031406329963582278 0.00018312246717251272 -0.0004298324716087141 -3.3764640337274216e-05 -2.5667401263900798e-06 -0.00027314019879482696 -0.00012737828966306644 1.9914756861963093e-05
leaf_weight=164 53 47 57 47 46 54 72 49 50 197 91 1773 840 57 112 46
leaf_count=164 53 47 57 47 46 54 72 49 50 197 91 1773 840 57 112 46
internal_value=0 -3.38527e-05 -0.000187684 -2.94078e-06 -1.02985e-05 -5.59584e-05 -0.000201406 8.91104e-06 7.38512e-05 -1.59214e-05 -2.27091e-05 -5.35398e-05 3.19194e-05 -5.70316e-05 -9.43439e-06 0.000187007
internal_weight=0 3702 615 3087 3040 558 176 382 122 2994 2901 1864 1037 333 276 93
internal_count=3755 3702 615 3087 3040 558 176 382 122 2994 2901 1864 1037 333 276 93
is_linear=0
shrinkage=0.0995203


Tree=9667
num_leaves=16
num_cat=0
split_feature=27 6 6 22 10 3 9 1 1 0 0 28 23 0 9
split_gain=0.0169129 0.00129489 0.0159725 0.000737473 0.000601015 0.000409787 0.00173508 0.000816522 0.00104719 0.000518787 0.00143173 0.00037297 0.000297757 0.000419362 0.000260854
threshold=0.11410500000000003 0.082060000000000022 0.08481000000000001 0.13264000000000004 0.091870000000000021 0.097880000000000023 0.096385000000000012 -0.057259999999999998 -0.073104999999999989 -0.070134999999999989 -0.075179999999999983 1.0000000180025095e-35 0.086650000000000019 -0.15137999999999999 0.10078500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 11 6 9 8 -7 10 -4 12 13 -1 -9
right_child=-2 2 5 -5 -6 7 -8 14 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.00013794195395594325 -0.0016222458190014147 -0.0015783367283335452 -3.1470033896141348e-05 0.00041020806281467914 0.00033304795076876293 -5.17214548032907e-08 -0.00055038940004659034 -0.0002771384409113006 0.00053384309037486557 -0.00032521471447832009 0.00050042847404383741 0.00025847014384918496 -0.00025168388164240318 -1.2921214731263429e-05 2.4751234136894755e-05
leaf_weight=202 67 69 919 47 56 73 65 51 67 52 53 55 47 1878 54
leaf_count=202 67 69 919 47 56 73 65 51 67 52 53 55 47 1878 54
internal_value=0 -2.63309e-05 -0.000101683 1.95773e-05 1.10079e-05 -2.46905e-05 -5.13346e-05 9.03984e-05 0.000249608 -1.88568e-05 -1.62511e-06 2.3677e-06 -3.86973e-06 1.33635e-06 -0.000114085
internal_weight=0 3688 1403 2285 2238 1334 1089 245 140 1024 972 2182 2127 2080 105
internal_count=3755 3688 1403 2285 2238 1334 1089 245 140 1024 972 2182 2127 2080 105
is_linear=0
shrinkage=0.0995203


Tree=9668
num_leaves=20
num_cat=0
split_feature=26 26 2 26 17 0 9 20 0 1 5 4 4 6 6 6 29 3 3
split_gain=0.00219697 0.0127258 0.000794112 0.00193296 0.000474388 0.000937236 0.000710891 0.000350608 0.000412694 0.000509998 0.000420007 0.000678793 0.00052869 0.000340451 0.00125016 0.000405763 0.000408111 0.000395249 0.00014219
threshold=-0.126245 -0.14859999999999998 -0.043929999999999997 -0.23202999999999999 0.51292000000000015 -0.077945 0.088995000000000019 0.15091500000000005 -0.113275 0.50644500000000015 -0.16183 0.081905000000000019 0.11378500000000003 0.11596500000000003 0.13225500000000004 0.088315000000000018 -0.0094649999999999995 0.097095000000000029 0.11896500000000003
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 6 -6 8 9 10 12 -12 -2 15 -15 16 -10 -17 -16
right_child=4 -3 -4 -5 5 -7 -8 -9 13 -11 11 -13 -14 14 18 17 -18 -19 -20
leaf_value=-0.00049380840942735854 0.00014594419772912424 0.0018020931370705891 0.00033975633488002592 0.00018518579053465183 -0.00024465388012046853 -0.00048231989826522841 0.00029312970874914313 0.0002131486102548678 -9.1097173964740995e-05 -0.00038951279777578934 -0.00044600343129449452 -4.3015221705438148e-05 -0.00022963287241001783 0.00048245695228472159 -0.00019586416155558333 -2.8724431041472079e-05 5.0352496157585593e-05 -0.00027973402810656099 3.5407608612857744e-05
leaf_weight=77 162 46 46 88 49 59 48 81 226 48 54 204 47 69 46 608 1686 71 51
leaf_count=77 162 46 46 88 49 59 48 81 226 48 54 204 47 69 46 608 1686 71 51
internal_value=0 0.000302011 -2.11415e-05 -0.000126717 3.29956e-07 -0.000169069 1.30264e-05 8.45546e-06 3.13798e-06 -7.83359e-05 -4.4599e-05 -0.000130535 5.75674e-05 1.8654e-05 0.000157142 9.46541e-06 3.32049e-05 -5.6177e-05 -6.58283e-05
internal_weight=0 257 211 165 3509 156 97 3353 3272 515 467 258 209 2757 166 2591 1912 679 97
internal_count=3766 257 211 165 3509 156 97 3353 3272 515 467 258 209 2757 166 2591 1912 679 97
is_linear=0
shrinkage=0.0995203


Tree=9669
num_leaves=19
num_cat=0
split_feature=1 1 11 0 5 4 9 5 6 20 17 8 0 3 2 2 3 1
split_gain=0.00168543 0.00822599 0.00093165 0.000650758 0.00143751 0.000999104 0.000531924 0.00126438 0.000604456 0.000514974 0.00042362 0.000797438 0.000446456 0.000422006 0.000335923 0.00107357 0.000632428 0.000734125
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -2 5 -5 9 7 13 -8 10 12 -12 -4 -6 15 16 17 -1
right_child=2 -3 3 4 6 -7 8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=3.8029909677654863e-05 -0.00042143328356264654 0.0013938493920056779 -0.00010524722331732036 0.00061501256190392081 0.00016143574006661674 -0.00046583690427249333 -0.00039188880014126294 0.00057993837374797951 9.2955931787649812e-05 0.00029552611547665623 -0.00034992621286540474 0.00014012388816740431 1.4641026615265711e-05 -0.00025870352669634847 -0.00016841222348548793 0.00044521394984512537 0.0001911621149840167 -0.00043340151506112166
leaf_weight=72 52 51 352 53 46 47 48 48 50 56 93 48 2439 47 63 63 82 56
leaf_count=72 52 51 352 53 46 47 48 48 50 56 93 48 2439 47 63 63 82 56
internal_value=0 0.000215727 -3.32645e-06 2.96238e-06 0.000145053 -1.04386e-05 3.74107e-05 0.000163858 -0.000136166 -3.00135e-06 -8.98231e-06 -0.000177295 -1.85932e-07 -4.20903e-05 3.44687e-05 8.4286e-05 -2.00943e-05 -0.000161826
internal_weight=0 387 3379 3327 292 3035 239 141 98 2988 2932 141 2791 93 336 273 210 128
internal_count=3766 387 3379 3327 292 3035 239 141 98 2988 2932 141 2791 93 336 273 210 128
is_linear=0
shrinkage=0.0995203


Tree=9670
num_leaves=18
num_cat=0
split_feature=26 26 1 3 22 23 3 3 1 8 26 9 3 38 6 26 18
split_gain=0.00171946 0.0104113 0.000554682 0.000484259 0.0002798 0.000373361 0.000374692 0.00128413 0.00185685 0.00240297 0.000357759 0.00103915 0.000326048 0.000275686 0.000371093 0.000478015 0.000418411
threshold=-0.126245 -0.14859999999999998 0.057265000000000017 0.098000000000000018 0.13191500000000003 0.086650000000000019 0.08888500000000002 0.090050000000000033 -0.083284999999999984 -0.08176499999999999 0.15222000000000005 0.11408000000000003 0.090435000000000029 -0.080750000000000002 0.086420000000000011 0.088325000000000028 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 3 -1 5 6 13 8 -8 -10 12 -12 -9 -2 15 -15 -16
right_child=4 -3 -4 -5 -6 -7 7 10 9 -11 11 -13 -14 14 16 -17 -18
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leaf_weight=82 76 46 74 55 46 50 52 54 74 52 68 57 1717 667 392 104 100
leaf_count=82 76 46 74 55 46 50 52 54 74 52 68 57 1717 667 392 104 100
internal_value=0 0.000265615 -2.63292e-05 8.78804e-05 -8.4415e-07 -4.31542e-06 -1.20167e-07 -2.68538e-05 -0.000282474 -6.88212e-05 -2.42396e-06 0.000159765 -1.43338e-05 4.06766e-05 5.22283e-05 9.54621e-05 -1.38583e-05
internal_weight=0 257 211 137 3509 3463 3413 2074 178 126 1896 125 1771 1339 1263 771 492
internal_count=3766 257 211 137 3509 3463 3413 2074 178 126 1896 125 1771 1339 1263 771 492
is_linear=0
shrinkage=0.0995203


Tree=9671
num_leaves=15
num_cat=0
split_feature=3 26 10 11 9 10 17 5 6 5 38 4 3 17
split_gain=0.00139135 0.00818127 0.00092385 0.000872036 0.000702276 0.000535825 0.00113585 0.000381682 0.000335355 0.000532837 0.000325543 0.000285443 0.000583721 0.000422337
threshold=0.084955000000000017 -0.100565 0.09056500000000002 -0.37931999999999999 0.13087500000000005 0.085585000000000022 -0.55286000000000002 -0.015214999999999999 0.087075000000000027 -0.0091849999999999987 -0.080750000000000002 0.11541000000000003 0.080495000000000025 -0.0087149999999999988
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 -8 10 -10 -3 12 -12 -14
right_child=2 8 -4 4 -6 -7 7 -9 9 -11 11 -13 13 -15
leaf_value=0.0014287388267310117 -0.00039251741321061188 -9.9857979018367897e-05 0.00036501646083552568 0.00037170844211979357 0.00028229881058803653 -0.00027600949090483568 1.0682446742633525e-05 -6.2959120199210561e-05 -0.00025297243580477434 0.00015275443712017172 -0.00016437778574839067 0.00031791114183842353 0.00026954962985331496 0
leaf_weight=46 61 71 63 74 78 79 1496 1281 80 51 70 67 142 107
leaf_count=46 61 71 63 74 78 79 1496 1281 80 51 70 67 142 107
internal_value=0 0.000149939 -1.15769e-05 -1.95743e-05 -1.17392e-05 -1.98462e-05 -1.24609e-05 -2.29928e-05 4.8504e-05 -8.87686e-05 8.96449e-05 0.000126622 8.38795e-05 0.000156958
internal_weight=0 634 3132 3069 3008 2930 2851 2777 588 131 457 386 319 249
internal_count=3766 634 3132 3069 3008 2930 2851 2777 588 131 457 386 319 249
is_linear=0
shrinkage=0.0995203


Tree=9672
num_leaves=28
num_cat=0
split_feature=9 9 3 5 17 3 8 3 25 5 19 18 1 0 0 9 1 9 2 3 3 3 2 2 2 18 18
split_gain=0.00154142 0.00731004 0.00103646 0.00415909 0.00856617 0.00142414 0.0019441 0.00220908 0.0007818 0.000786175 0.000630307 0.000574938 0.000974856 0.00139877 0.000544401 0.000896767 0.00073718 0.000539217 0.000510341 0.000915656 0.00118555 0.000571644 0.000477119 0.00139502 0.0012351 0.000476041 0.000131402
threshold=0.085280000000000022 0.085665000000000033 0.091975000000000015 0.062500000000000014 -0.16855499999999998 0.089485000000000023 -0.049499999999999995 0.090050000000000033 1.0000000180025095e-35 0.2686150000000001 -0.07525999999999998 -0.089929999999999996 -0.018369999999999997 -0.081674999999999984 -0.083885000000000001 0.087155000000000024 -0.082195000000000004 0.084915000000000032 -0.032624999999999994 0.11693000000000002 0.11978500000000002 0.11462500000000002 -0.085804999999999992 -0.084385000000000002 -0.086554999999999993 -0.14343999999999998 -0.086894999999999986
decision_type=2 2 2 2 2 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 26 14 7 -7 9 11 -4 12 13 -1 15 -3 -16 22 19 21 -21 -12 24 -24 -13 -11 -5
right_child=1 2 10 4 -6 6 -8 -9 -10 25 18 17 -14 -15 16 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28
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leaf_weight=66 90 102 51 48 47 51 60 139 79 58 799 217 77 76 120 192 97 49 54 51 171 47 96 743 49 48 54
leaf_count=66 90 102 51 48 47 51 60 139 79 58 799 217 77 76 120 192 97 49 54 51 171 47 96 743 49 48 54
internal_value=0 -6.85436e-05 -3.01957e-05 -0.000110098 -0.000591072 -1.48496e-05 -0.000210393 -4.97858e-05 6.10662e-05 4.41432e-05 3.10934e-05 2.33362e-05 -0.000123396 2.58332e-05 7.92156e-05 -6.35406e-06 0.000198921 5.18917e-05 4.72806e-05 6.29856e-05 0.00024312 1.47486e-05 3.67442e-05 0 0.000152885 0.000305929 -7.04529e-05
internal_weight=0 2173 2083 910 149 761 250 190 1558 1479 1173 1373 219 142 511 294 217 1154 1122 1068 222 846 1105 839 266 106 102
internal_count=3731 2173 2083 910 149 761 250 190 1558 1479 1173 1373 219 142 511 294 217 1154 1122 1068 222 846 1105 839 266 106 102
is_linear=0
shrinkage=0.0995203


Tree=9673
num_leaves=30
num_cat=0
split_feature=6 6 5 5 4 17 6 17 8 5 5 1 8 8 25 8 0 5 18 19 2 27 4 18 5 5 17 19 5
split_gain=0.00125326 0.00967462 0.00239667 0.0118302 0.00111613 0.000850591 0.00124674 0.00108708 0.00174122 0.0015561 0.00135233 0.00092036 0.000844445 0.000585618 0.000483177 0.000444595 0.000384261 0.000664781 0.000838656 0.000550477 0.000522181 0.000490648 0.00033205 0.000322283 0.00031823 0.000760335 0.000519177 0.00021155 0.000185595
threshold=0.085120000000000015 0.085760000000000017 0.060575000000000011 0.066815000000000027 0.09939000000000002 0.0065250000000000013 0.087075000000000027 0.07134500000000002 -0.073999999999999996 -0.040404999999999996 -0.067559999999999995 -0.085574999999999998 -0.086404999999999996 -0.084979999999999986 1.0000000180025095e-35 -0.0092799999999999983 -0.049174999999999996 0.2686150000000001 -0.14343999999999998 -0.099114999999999995 0.0066850000000000008 0.10705500000000003 0.12182500000000003 -0.060544999999999995 -0.0065700000000000003 -0.0038499999999999997 -0.053765 0.072660000000000016 -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 2 2 2 2
left_child=14 -2 5 -4 15 6 -3 10 9 -9 28 13 -13 -8 16 -5 19 20 -19 -1 22 24 27 -20 26 -26 -21 -18 -7
right_child=1 2 3 4 -6 7 11 8 -10 -11 -12 12 -14 -15 -16 -17 17 18 23 21 -22 -23 -24 -25 25 -27 -28 -29 -30
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leaf_weight=48 49 85 50 86 50 49 49 76 57 118 57 141 220 113 91 48 100 74 54 283 76 58 54 54 63 456 978 48 46
leaf_count=48 49 85 50 86 50 49 49 76 57 118 57 141 220 113 91 48 100 74 54 283 76 58 54 54 63 456 978 48 46
internal_value=0 -9.20217e-05 -3.73616e-05 -0.000324657 3.98747e-05 2.83244e-05 -4.49766e-05 0.000140944 1.03703e-05 0.000155633 0.000351176 -0.000103601 -0.000192772 9.00543e-05 2.90609e-05 -0.000104933 1.99544e-05 0.00010151 0.000249431 0 1.72447e-06 8.75156e-06 8.82893e-05 6.38401e-05 -7.07149e-08 -6.61168e-05 2.64632e-05 0.000167663 0.000111008
internal_weight=0 1294 1245 234 184 1011 608 403 251 194 152 523 361 162 2437 134 2346 460 182 1886 278 1838 202 108 1780 519 1261 148 95
internal_count=3731 1294 1245 234 184 1011 608 403 251 194 152 523 361 162 2437 134 2346 460 182 1886 278 1838 202 108 1780 519 1261 148 95
is_linear=0
shrinkage=0.0995203


Tree=9674
num_leaves=27
num_cat=0
split_feature=9 9 0 0 0 9 4 5 5 5 4 6 3 3 19 20 7 27 20 9 20 1 5 6 1 18
split_gain=0.00114205 0.00573793 0.000874009 0.0112178 0.000768783 0.00131195 0.000652998 0.00100861 0.000542627 0.000829362 0.000778872 0.000351621 0.000326242 0.00154755 0.000492037 0.000449072 0.000385693 0.000413946 0.000413556 0.000300815 0.000457119 0.000335732 0.00262496 0.00108136 0.000324938 0.000126294
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decision_type=2 2 2 2 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 19 11 -6 7 -7 9 12 -10 -4 13 14 15 -1 -14 18 -18 20 -3 22 -21 -23 -22 -12
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leaf_value=4.2620101643621303e-05 -0.00083656789534505653 0.0003660064103168398 0.00042444001997240849 -0.0015581683671437921 -0.00048007841424950747 -0.00020779020343409318 0.00039280774888161493 7.3789752851586147e-05 -1.4831290620384895e-05 -0.00037214479637694196 0.00026430919972582643 5.942031309849686e-05 0.000188434580766457 0.00062482589691112943 -0.00026329409109935209 0.00032646917368147255 0 8.0410468304087536e-05 -0.0003531503456506369 -0.00077520787325170324 0.00012522976595118272 -7.5623946109977693e-05 0.00023241575088066486 0.00025058350458408905 -0.00015429062154037189 0.00055019328930144753
leaf_weight=946 90 46 70 49 51 157 49 629 70 48 48 51 49 48 48 60 47 63 85 46 101 588 56 121 69 46
leaf_count=946 90 46 70 49 51 157 49 629 70 48 48 51 49 48 48 60 47 63 85 46 101 588 56 121 69 46
internal_value=0 -5.82885e-05 -2.42684e-05 -8.68809e-05 4.18214e-05 8.73097e-06 3.95668e-05 1.65039e-05 5.32663e-05 3.24338e-05 0.000225351 0.000277354 4.74697e-05 7.0852e-05 4.48469e-05 6.03632e-05 -5.4779e-05 -0.000120092 -0.000221989 -1.58859e-05 8.72151e-05 -4.4355e-05 -0.000213977 -1.87978e-05 6.96191e-06 0.000412919
internal_weight=0 2173 2083 1076 1007 886 835 786 1558 1394 164 121 1346 1102 1054 1006 244 195 132 1027 216 811 102 709 170 94
internal_count=3731 2173 2083 1076 1007 886 835 786 1558 1394 164 121 1346 1102 1054 1006 244 195 132 1027 216 811 102 709 170 94
is_linear=0
shrinkage=0.0995203


Tree=9675
num_leaves=41
num_cat=0
split_feature=26 26 26 1 8 8 8 5 8 26 8 2 1 2 8 8 5 7 1 8 6 0 3 5 20 20 5 5 0 6 2 1 3 6 6 3 1 0 5 1
split_gain=0.00143897 0.0120017 0.0106236 0.0220309 0.00107964 0.00100125 0.00106805 0.00181226 0.00102027 0.00263764 0.000833916 0.000717189 0.000834937 0.00174781 0.000623529 0.00105751 0.00037704 0.000371528 0.000347175 0.000450164 0.000438303 0.000960909 0.000622625 0.000434055 0.000789482 0.00109525 0.00249693 0.000955862 0.00077747 0.000646626 0.000466403 0.000970614 0.000528868 0.00163186 0.000399125 0.000359525 0.00032203 0.000241038 0.000211983 0.000122044
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 5 3 -5 -6 8 7 38 10 -11 37 12 16 -15 -16 -17 -18 18 23 20 21 22 -24 30 25 28 -28 -29 -30 -31 32 -33 -34 -35 -36 -37 -38 -39 -40 -41
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leaf_weight=48 49 388 47 49 87 58 47 46 57 51 76 53 125 48 61 76 118 70 80 328 85 46 78 47 68 91 48 67 252 251 89 85 91 56 53 123 97 46 46 50
leaf_count=48 49 388 47 49 87 58 47 46 57 51 76 53 125 48 61 76 118 70 80 328 85 46 78 47 68 91 48 67 252 251 89 85 91 56 53 123 97 46 46 50
internal_value=0 -8.46012e-05 -0.000743972 -0.00154662 -0.000171375 3.28025e-05 8.00632e-05 0.000336967 -0.000129767 -0.000370086 1.19989e-05 3.80284e-05 -7.22241e-05 -0.000313342 0.000111829 7.03705e-05 2.46249e-05 4.10087e-05 3.44824e-05 8.61485e-05 0.00011773 0.000239381 5.52154e-05 2.94442e-06 4.62707e-05 -4.1284e-05 -0.000306575 0.000149301 4.60487e-05 7.69713e-05 -7.10107e-05 -0.000164794 2.68544e-05 0.000147817 6.28267e-05 -2.23956e-05 9.6227e-05 -0.000130046 7.03497e-05 -8.7832e-05
internal_weight=0 1528 232 96 136 1296 1008 139 288 109 179 869 344 101 525 464 243 2203 2155 807 687 209 124 1348 857 459 116 398 343 331 491 255 236 145 478 170 425 122 92 120
internal_count=3731 1528 232 96 136 1296 1008 139 288 109 179 869 344 101 525 464 243 2203 2155 807 687 209 124 1348 857 459 116 398 343 331 491 255 236 145 478 170 425 122 92 120
is_linear=0
shrinkage=0.0995203


Tree=9676
num_leaves=25
num_cat=0
split_feature=19 2 2 2 0 18 17 2 29 2 0 2 0 17 2 26 2 18 0 6 7 19 2 10
split_gain=0.011052 0.00166169 0.0114936 0.0393624 0.00153223 0.00181051 0.00111291 0.000834681 0.000688268 0.000536703 0.000446983 0.000989665 0.0006955 0.000845963 0.000603995 0.000497154 0.000444739 0.000782723 0.00101265 0.00049974 0.000392282 0.000350393 0.000299553 0.000279918
threshold=0.14107000000000006 -0.084114999999999981 -0.082025000000000001 -0.082275000000000001 -0.083814999999999987 0.083830000000000029 -0.040099999999999997 -0.081734999999999988 -0.11373499999999999 -0.086440000000000003 -0.085349999999999995 -0.087444999999999995 -0.082494999999999999 -0.068169999999999994 -0.089549999999999991 0.092050000000000021 -0.086050000000000001 -0.019539999999999998 -0.082224999999999993 0.087075000000000027 -0.22253999999999999 0.075380000000000016 -0.096664999999999987 0.077165000000000025
decision_type=2 2 2 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 -3 -6 -4 -9 10 11 14 13 -12 23 22 -11 18 -18 -19 -10 -22 -14 -1
right_child=-2 2 7 -5 6 -7 -8 8 20 16 12 -13 15 -15 -16 -17 17 19 -20 -21 21 -23 -24 -25
leaf_value=-0.00017649468708919231 -0.0016002696596694348 -0.00067683946251126219 0.00039245491745223824 -0.0030961427128616947 0.0002926432685683178 5.9022913594975142e-05 -0.00025220819415977292 -0.00039560109143824211 0.00027058644010055454 0.00039584058485207107 0 -0.00050427167032769313 2.3778788029613445e-05 0.00059246348852544026 0.00028827355850593857 0.00027996895024899328 -0.00036525505326841072 0.00046442172250925725 0.00022884445879953747 5.4409088344581346e-05 -3.2601468597122695e-05 9.1403516129116272e-05 -0.00016856037727978765 3.786332247726451e-05
leaf_weight=133 46 88 50 54 85 50 65 47 48 66 51 47 272 50 54 59 62 64 51 64 1785 256 111 101
leaf_count=133 46 88 50 54 85 50 65 47 48 66 51 47 272 50 54 59 62 64 51 64 1785 256 111 101
internal_value=0 -4.73746e-05 -9.30694e-05 -0.000629595 -0.000164274 -0.000404291 5.10835e-05 -8.75545e-06 -1.85303e-05 4.94169e-05 8.82368e-06 -8.04925e-05 6.54342e-05 0.00030135 -8.49155e-06 9.67376e-06 0.000162844 9.56393e-05 -8.98772e-05 0.000265811 -9.65481e-06 -1.66466e-05 -2.9827e-05 -8.04742e-05
internal_weight=0 3713 2528 342 288 138 150 2186 2136 1185 878 335 543 101 288 442 307 241 113 128 2089 2041 383 234
internal_count=3759 3713 2528 342 288 138 150 2186 2136 1185 878 335 543 101 288 442 307 241 113 128 2089 2041 383 234
is_linear=0
shrinkage=0.0995203


Tree=9677
num_leaves=26
num_cat=0
split_feature=19 0 2 2 29 2 21 4 0 2 6 0 18 18 0 29 6 20 0 0 19 6 2 6 9
split_gain=0.00896266 0.00155675 0.0052485 0.0427295 0.00125578 0.000956298 0.000550354 0.000736294 0.0017395 0.000759242 0.000882952 0.000528294 0.00104401 0.0010862 0.000498451 0.000753881 0.00108757 0.00072755 0.000456383 0.000470787 0.00026265 0.000363142 0.000250518 0.000244483 0.000217982
threshold=0.14107000000000006 -0.087504999999999986 -0.082025000000000001 -0.082704999999999987 -0.088709999999999997 -0.084114999999999981 0.087625000000000022 0.086380000000000026 -0.17809 0.13896000000000006 -0.049814999999999991 -0.085794999999999996 -0.010029999999999999 -0.019539999999999998 -0.094139999999999988 -0.0086300000000000005 -0.104035 -0.077579999999999996 -0.085245000000000001 -0.084759999999999988 0.082010000000000013 -0.10287 0.12875500000000004 0.085760000000000017 0.088510000000000019
decision_type=2 2 2 2 2 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 20 7 8 -4 10 -9 12 13 -6 15 -8 -17 -16 -13 -20 21 -1 -21 -14 -10
right_child=-2 4 6 -5 11 -7 14 9 24 -11 -12 18 23 -15 17 16 -18 -19 19 22 -22 -23 -24 -25 -26
leaf_value=9.5601810827610994e-05 -0.0014410105383117695 -0.00049779930586279185 0.00073618284365056948 -0.0032458828285114321 3.9251976437751164e-05 -0.00047778236485394437 0.00014045690131119989 -0.00035215660304096645 -3.5648035863049359e-06 0.00023299469840218367 0.00010872490324124573 -0.00023425038844857829 0.00010162773323297222 0.00072228568263148511 -0.00015030639459823251 -6.1124892158734958e-06 -0.00042057050258514851 0.00037466959643232145 0.00026850354804869916 1.0944971026563822e-05 0.00018698148466210376 -0.00013325967494360721 -0.00013907295604158825 -0.00021015336829690744 0.00023912735079756326
leaf_weight=104 46 48 50 47 47 50 76 95 121 72 69 78 46 51 48 133 126 54 68 1870 55 189 117 50 49
leaf_count=104 46 48 50 47 47 50 76 95 121 72 69 78 46 51 48 133 126 54 68 1870 55 189 117 50 49
internal_value=0 -4.25064e-05 -0.000128387 -0.000407652 5.53117e-06 -7.04272e-05 9.86022e-06 8.71414e-05 0.000218614 -3.19491e-05 -0.000153258 1.62654e-05 0.000173543 0.000403062 -6.89077e-05 -0.000128747 -0.000210901 0.000119596 1.57695e-06 1.09264e-05 -9.54669e-06 -4.92316e-05 1.69951e-06 -5.22309e-05 6.15722e-05
internal_weight=0 3713 1338 445 2375 398 893 456 220 236 164 2327 194 98 437 335 259 102 2133 2055 348 293 1987 96 170
internal_count=3759 3713 1338 445 2375 398 893 456 220 236 164 2327 194 98 437 335 259 102 2133 2055 348 293 1987 96 170
is_linear=0
shrinkage=0.0995203


Tree=9678
num_leaves=27
num_cat=0
split_feature=19 5 1 17 9 4 5 1 5 5 1 18 9 6 8 6 8 1 18 9 9 6 2 20 29 6
split_gain=0.00726713 0.00257139 0.00867171 0.0105226 0.000918507 0.00238414 0.000829722 0.000667463 0.000983747 0.000640382 0.000965514 0.00147521 0.000741129 0.00178652 0.000724034 0.000716739 0.00103045 0.000690066 0.000611643 0.0014219 0.000865863 0.00059466 0.000504963 0.000735347 0.000433874 0.000391688
threshold=0.14107000000000006 -0.09583499999999999 -0.081889999999999991 -0.012754999999999999 0.11408000000000003 0.14566000000000004 -0.11517000000000001 -0.083684999999999996 -0.010424999999999999 -0.020485 -0.067015000000000005 -0.025079999999999998 0.09202500000000001 -0.089284999999999989 -0.077604999999999993 -0.095814999999999997 -0.081174999999999983 -0.057259999999999998 -0.0092699999999999987 0.084485000000000018 0.083955000000000016 0.098855000000000012 0.12875500000000004 -0.058504999999999995 0.089275000000000007 0.088565000000000019
decision_type=2 2 2 2 2 2 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 -5 8 18 12 11 14 15 -14 -11 -9 -17 -12 19 -3 -20 -15 23 -10 -19 -25
right_child=-2 7 3 4 -6 -7 -8 9 22 10 17 -13 13 21 -16 16 -18 24 20 -21 -22 -23 -24 25 -26 -27
leaf_value=-0.0013752025132942264 -0.001297600932486966 0.00085732027423860314 -0.0014600085792977147 -6.4299793173633966e-05 -0.00033355204366159244 0.00063771867412757051 0.00034241209758642267 0.0003870947630110493 0.00043329186350238481 -0.00032782097267597252 0.00031236669092091842 -0.00071242705745386324 -0.00065866176034187404 0.00012255441809094729 0.00019082417709454403 0.0001389039695393195 -0.00020649996889061915 -7.8377638300123001e-05 -0.00021968681023520748 0.00010353839074397381 0.00038299308997682627 -0.00019644342493723297 -0.00024733341530506136 -3.5961714493482442e-05 0.00023261149854383203 0.00012796956009233527
leaf_weight=57 46 46 53 579 78 58 54 78 46 55 52 57 46 171 50 369 110 771 46 60 47 87 62 417 46 218
leaf_count=57 46 46 53 579 78 58 54 78 46 55 52 57 46 171 50 369 110 771 46 60 47 87 62 417 46 218
internal_value=0 -3.82323e-05 -0.000186979 -0.000103588 -9.03777e-06 2.64087e-05 -2.83107e-05 7.61445e-06 7.62854e-05 -2.61432e-05 -7.93061e-05 -0.00030307 3.65657e-05 -8.69482e-05 -7.30507e-05 0.000105447 5.78746e-05 -3.66498e-05 0.00027318 0.000438374 7.6091e-05 1.18124e-05 2.24488e-05 4.82126e-05 -5.98658e-05 1.90279e-05
internal_weight=0 3713 879 822 769 691 633 2834 942 1892 1031 162 861 304 105 557 479 869 199 106 93 258 743 681 817 635
internal_count=3759 3713 879 822 769 691 633 2834 942 1892 1031 162 861 304 105 557 479 869 199 106 93 258 743 681 817 635
is_linear=0
shrinkage=0.0995203


Tree=9679
num_leaves=24
num_cat=0
split_feature=19 5 5 17 9 26 3 3 5 4 9 17 17 17 17 26 26 5 17 9 26 3 26
split_gain=0.00589209 0.0020885 0.00793734 0.00886444 0.000917868 0.00200633 0.000454084 0.000419249 0.00121489 0.000620631 0.000624942 0.00146913 0.000403403 0.000426738 0.000322125 0.00023116 0.000486214 0.00078738 0.000468113 0.000318344 0.000278138 0.00071783 0.000609261
threshold=0.14107000000000006 -0.09583499999999999 -0.10123 -0.0090649999999999984 0.11408000000000003 0.12236500000000003 0.096775000000000014 0.085545000000000024 -0.010424999999999999 0.079795000000000019 0.083715000000000026 -0.011174999999999999 -0.0090649999999999984 -0.029114999999999999 -0.10071499999999999 -0.14678499999999997 -0.0083299999999999989 -0.055004999999999991 -0.23400499999999999 0.090695000000000012 0.093835000000000016 0.089985000000000023 0.091400000000000023
decision_type=2 2 2 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 -5 8 9 10 -3 -12 13 14 -10 19 17 -17 -19 -9 22 -22 -18
right_child=-2 7 -4 4 -6 -7 -8 15 12 -11 11 -13 -14 -15 -16 16 20 18 -20 -21 21 -23 -24
leaf_value=-0.0012950938434424736 -0.0011684634916996988 0.00064299775775823655 -0.0014423739437357274 8.2524716363634263e-05 -0.00033499480475503076 0.00064816089650515901 -8.6610204423056037e-05 0.00030490547307722963 2.7145685713983623e-05 -7.6442612531671365e-05 0.0006266296113720467 0 -0.00029581219021139737 0.00024335661662967383 -0.00024312495934498483 -0.00052141591137327655 -6.0746819671310438e-07 -0.00033169196184941149 2.7388097736325885e-05 -8.7902999880975908e-06 -0.00034007438930888721 -1.5752711408871869e-05 0.00021144593881427051
leaf_weight=57 46 47 46 260 77 48 391 53 110 46 57 111 55 56 68 47 1139 47 140 69 78 560 151
leaf_count=57 46 47 46 260 77 48 391 53 110 46 57 111 55 56 68 47 1139 47 140 69 78 560 151
internal_value=0 -3.44055e-05 -0.000168463 -9.71326e-05 -8.08299e-06 2.67576e-05 -1.78027e-05 6.8854e-06 8.50696e-05 0.000241289 0.000313077 0.000215904 -5.31819e-05 3.48291e-07 -7.15048e-05 -1.15834e-05 -1.9431e-05 -0.000154965 -5.84844e-05 0.000120777 -2.55681e-06 -5.66865e-05 2.35797e-05
internal_weight=0 3713 879 833 776 699 651 2834 550 261 215 168 289 234 178 2284 2162 234 187 122 1928 638 1290
internal_count=3759 3713 879 833 776 699 651 2834 550 261 215 168 289 234 178 2284 2162 234 187 122 1928 638 1290
is_linear=0
shrinkage=0.0995203


Tree=9680
num_leaves=32
num_cat=0
split_feature=18 3 6 4 18 8 2 19 18 19 2 9 9 0 21 9 2 2 0 3 18 9 4 9 9 4 20 0 5 21 9
split_gain=0.00187519 0.00273012 0.0101294 0.00151045 0.00211472 0.00100738 0.000694754 0.000598975 0.00107813 0.000589776 0.00051139 0.000706503 0.00136316 0.00209918 0.00119925 0.000916687 0.000678865 0.00150429 0.00160251 0.00170627 0.000640237 0.000724735 0.000584341 0.000605617 0.000737541 0.000529115 0.00129193 0.000484306 0.00093852 0.000469065 0.0004453
threshold=-0.021369999999999997 0.085625000000000021 0.087455000000000019 0.098515000000000019 -0.110495 -1.0000000180025095e-35 -0.087245000000000003 0.11297500000000003 -0.037059999999999989 0.13612500000000002 -0.079555000000000001 0.097365000000000021 0.11296000000000002 -0.073464999999999989 0.086835000000000009 0.087695000000000009 -0.082484999999999989 -0.082139999999999991 -0.092939999999999995 0.091715000000000033 0.11835500000000003 0.09271500000000002 0.10353000000000002 0.09518500000000002 0.091885000000000022 0.086105000000000029 -0.073489999999999986 -0.057604999999999996 0.41370500000000004 -0.055524999999999998 0.083925000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 6 -1 8 27 10 16 15 13 -13 -14 25 22 -18 -19 -20 21 -17 23 24 -2 26 -12 30 -29 -27 -3
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leaf_weight=46 512 99 48 49 65 47 72 48 80 59 64 47 87 50 62 105 62 77 184 56 48 80 91 78 46 57 78 60 68 481 747
leaf_count=46 512 99 48 49 65 47 72 48 80 59 64 47 87 50 62 105 62 77 184 56 48 80 91 78 46 57 78 60 68 481 747
internal_value=0 -8.18503e-05 -0.00041076 -2.35637e-05 -0.00036864 -3.55215e-05 0.000114226 1.1391e-05 -3.49829e-06 6.2974e-05 5.44594e-05 7.50005e-06 0.000157759 0.000448618 -2.60975e-05 -3.20894e-05 0.000102929 0.000211516 0.000120664 -2.69678e-06 -0.000202844 -0.000113146 4.5194e-05 1.01059e-05 4.76485e-05 2.52152e-05 0.000196604 2.45629e-05 0.000205047 -1.84996e-05 -1.77678e-06
internal_weight=0 1429 213 1216 114 165 118 1102 1054 2324 2265 1159 246 97 149 913 1106 379 317 240 233 185 727 636 558 680 142 974 128 538 846
internal_count=3753 1429 213 1216 114 165 118 1102 1054 2324 2265 1159 246 97 149 913 1106 379 317 240 233 185 727 636 558 680 142 974 128 538 846
is_linear=0
shrinkage=0.0995203


Tree=9681
num_leaves=31
num_cat=0
split_feature=1 1 5 9 4 23 5 20 9 3 3 9 5 6 4 9 21 8 4 9 4 9 5 2 21 3 1 21 4 8
split_gain=0.00129311 0.00658104 0.000988337 0.00116443 0.00175403 0.000592838 0.000447404 0.000573284 0.000630245 0.000994729 0.000995771 0.000820661 0.000594361 0.000549403 0.000809553 0.000900672 0.000875348 0.000697249 0.000661873 0.000515593 0.000494129 0.00038875 0.000987452 0.000586342 0.000378924 0.000348828 0.000194439 0.000180852 0.000315315 0.000146856
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 -4 -5 6 13 8 9 19 -11 -10 -13 14 15 16 -2 -17 24 -8 -20 -15 23 -23 -16 26 27 28 -1 -28
right_child=5 -3 3 4 -6 -7 7 -9 11 10 -12 12 -14 21 18 17 -18 -19 20 -21 -22 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=3.1692604263708e-05 0.00032996828072255835 -0.0012336088516364278 -0.00052836335455075292 0.00040294799054787004 -0.0004398178710212367 -0.00030284953637312625 8.9269249089200182e-05 0.00024529977527986996 0.00032955848825664305 -0.00052456985554494621 -3.5045236096152049e-05 -0.00027544195779592636 2.2318358674219125e-05 -0.00021744349592643338 -0.00039593020200681542 -4.8840018975487116e-05 -0.00010434736353104631 0.00019220098294601685 0.00030552485023832609 -0.00025781481766934064 6.236601086525044e-06 -0.00021514724621871177 0.0003169779256605123 0.00011180167595581737 0 0.00026112784808078105 0 0.00011507562255242151 -0.00026369608939559125 0.00025010107173458488
leaf_weight=69 340 49 72 51 47 51 183 85 80 94 80 73 724 87 57 245 50 224 67 55 330 138 82 86 46 73 53 47 66 49
leaf_count=69 340 49 72 51 47 51 183 85 80 94 80 73 724 87 57 245 50 224 67 55 330 138 82 86 46 73 53 47 66 49
internal_value=0 -0.000130039 -2.58766e-05 -0.00022449 0 3.19573e-05 3.76815e-05 -4.27346e-06 -2.13661e-05 -0.000123241 -0.000304206 2.55598e-05 -3.92742e-06 7.10518e-05 0.000101165 0.000159768 0.000272188 6.45386e-05 0 5.62111e-06 5.88083e-05 -3.09978e-05 1.9336e-05 -8.59676e-05 -0.000224309 6.64081e-05 1.34744e-05 -4.48975e-05 -0.000106656 0.000125654
internal_weight=0 576 527 170 98 3177 3126 1374 1289 412 174 877 797 1752 1359 859 390 469 500 238 397 393 306 224 103 357 284 182 135 102
internal_count=3753 576 527 170 98 3177 3126 1374 1289 412 174 877 797 1752 1359 859 390 469 500 238 397 393 306 224 103 357 284 182 135 102
is_linear=0
shrinkage=0.0995203


Tree=9682
num_leaves=26
num_cat=0
split_feature=18 18 2 2 19 3 17 3 5 17 3 26 26 20 18 38 6 8 8 8 18 2 2 20 2
split_gain=0.00148198 0.00642448 0.00727485 0.000872105 0.000471318 0.000477763 0.00321762 0.00141061 0.00163921 0.000596755 0.000503119 0.000578389 0.000824716 0.000430851 0.000531188 0.000341292 0.000346237 0.000270805 0.0007095 0.000551311 0.000413514 0.000306006 0.000316758 0.000242717 0.000149068
threshold=-0.089024999999999993 -0.092084999999999986 -0.08569499999999998 0.08666500000000002 0.13571500000000003 0.10871500000000002 -0.24445500000000001 0.10457000000000002 -0.002715 -0.081244999999999998 0.092900000000000024 0.12396500000000002 0.10393000000000002 0.15091500000000005 0.10307000000000002 -0.080750000000000002 -0.089745000000000005 -0.079854999999999995 -0.082184999999999994 -0.08731499999999999 -0.10726999999999999 -0.096664999999999987 -0.071344999999999992 -0.062334999999999995 0.10274500000000002
decision_type=2 2 2 2 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 17 5 7 -7 10 23 -8 15 12 -12 14 -11 -2 -17 18 19 -1 21 -19 -23 -9 -5
right_child=4 2 -4 24 -6 6 9 8 -10 13 11 -13 -14 -15 -16 16 -18 20 -20 -21 -22 22 -24 -25 -26
leaf_value=-0.00014487915156851668 -0.00017226434126064381 -0.0017718511016933923 -0.00015534315079594754 -0.00040462850249084741 0.00028580940417064361 -0.00069152163845485036 0.0003466286387761557 -4.498495763908604e-05 0.00081761251979374234 1.193329521384603e-05 -1.8857597515622347e-05 0.00025854231509078078 -0.00034705249241952517 0.00027359391412287964 -0.00028220399322251993 0.00016159509640929748 4.4287639241279062e-05 0.00020776207540784108 -0.00037929780177042751 0.00028644252787503495 0.00029146457156452034 -0.00010964049401159262 0.00013648906994161226 0.00026152855320684261 -0.00012534708840946193
leaf_weight=54 58 46 72 47 75 68 54 47 50 396 392 53 96 51 71 328 1198 81 47 61 88 140 81 48 51
leaf_count=54 58 46 72 47 75 68 54 47 50 396 392 53 96 51 71 328 1198 81 47 61 88 140 81 48 51
internal_value=0 -0.000116838 -0.000792445 4.55165e-06 3.81211e-05 3.14561e-05 -4.37905e-05 5.30316e-05 0.000353929 3.17814e-05 3.21145e-05 -4.99196e-05 -8.50981e-05 0 -3.10327e-05 6.06493e-05 7.00383e-05 5.43589e-05 -5.04783e-05 7.67904e-05 0.000100006 4.15056e-05 -1.57259e-05 0.000101268 -0.000267642
internal_weight=0 768 118 650 2985 2910 640 2270 145 572 2125 541 488 518 467 1584 1526 552 162 115 390 302 221 95 98
internal_count=3753 768 118 650 2985 2910 640 2270 145 572 2125 541 488 518 467 1584 1526 552 162 115 390 302 221 95 98
is_linear=0
shrinkage=0.0995203


Tree=9683
num_leaves=23
num_cat=0
split_feature=1 1 17 23 0 22 17 20 6 26 1 26 2 2 8 4 4 17 0 26 0 2
split_gain=0.00101635 0.0050644 0.000696277 0.000474075 0.000374573 0.000389039 0.000527542 0.000580013 0.000376275 0.000627836 0.00112188 0.000671058 0.000440576 0.000547911 0.000444693 0.000274724 0.00107352 0.000340537 0.000776611 0.000299683 0.000156152 9.34453e-05
threshold=-0.095674999999999996 -0.10771499999999999 -0.55380499999999999 0.086650000000000019 -0.233955 0.086250000000000021 -0.031185000000000001 -0.0083149999999999995 0.090710000000000027 0.091915000000000024 -0.083284999999999984 0.090275000000000022 -0.086440000000000003 -0.041009999999999998 -1.0000000180025095e-35 0.086545000000000025 0.081235000000000016 -0.0064000000000000003 0.024745000000000007 0.09032500000000003 -0.080884999999999999 -0.24151999999999998
decision_type=2 2 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 4 -2 8 -7 -8 12 11 -11 -10 14 -14 -6 16 19 18 -17 20 -4 -1
right_child=3 -3 15 -5 5 6 7 -9 9 10 -12 -13 13 -15 -16 17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00013951194715015869 0.00026365415854662916 -0.0010839640018782352 -0.00017014232301993984 -0.0002714365691501039 -0.00011267471972979631 -0.00030280939311954307 -0.00019077800552451076 0.00028863192541581968 3.0589939195985591e-06 -0.00053853689150430435 -4.1023414784477181e-05 0.00039912737400319548 0.00011210425731268713 -7.7388448167461541e-06 0.00010174598081243884 -3.6274735708607512e-05 -0.0004700001961284307 -8.2571748772180983e-05 0.00041982365484426236 0.00024923026539237347 5.5824292317147958e-05 -0.00037872271318124638
leaf_weight=47 69 49 46 51 268 81 51 48 217 53 328 54 1295 516 146 67 47 56 75 58 83 48
leaf_count=47 69 49 46 51 268 81 51 48 217 53 328 54 1295 516 146 67 47 56 75 58 83 48
internal_value=0 -0.000115801 -2.42286e-05 2.78146e-05 3.29587e-05 2.74839e-05 -0.00011335 3.33943e-05 3.65797e-05 -2.90841e-05 -0.00011238 8.50012e-05 5.61893e-05 7.75059e-05 -3.50804e-05 2.77021e-05 -4.27742e-05 0.000115127 0.000198857 6.02258e-05 -1.8407e-05 -0.000268994
internal_weight=0 576 527 3177 3126 3057 180 99 2877 652 381 271 2225 1811 414 432 234 198 142 187 129 95
internal_count=3753 576 527 3177 3126 3057 180 99 2877 652 381 271 2225 1811 414 432 234 198 142 187 129 95
is_linear=0
shrinkage=0.0995203


Tree=9684
num_leaves=12
num_cat=0
split_feature=22 10 9 0 23 5 9 9 17 20 2
split_gain=0.00216037 0.00204217 0.000588857 0.000513984 0.000480237 0.000433688 0.000369734 0.000667527 0.000626481 0.000292636 0.000348573
threshold=0.13264000000000004 0.096215000000000023 0.13087500000000005 -0.059114999999999994 0.086650000000000019 -0.5087799999999999 0.088325000000000028 0.092605000000000021 0.22924500000000006 -0.060199999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 9 8 -8 -7 -1 -11
right_child=-2 -3 3 -5 -6 6 7 -9 -10 10 -12
leaf_value=-0.00029077513077587901 0.00071440529871099137 0.00068015524312825797 3.6939149449404254e-05 0.00049807167349981147 -0.00027951592695742589 5.1753998121059461e-05 -8.5955697509735733e-05 5.4683933588375821e-05 0.00029255049726857092 -0.00018609954499861517 0.00015176486328636165
leaf_weight=64 48 49 54 50 50 1778 550 852 116 63 57
leaf_count=64 48 49 54 50 50 1778 550 852 116 63 57
internal_value=0 4.11278e-05 3.2286e-05 0.000266509 2.51535e-05 2.97662e-05 3.82549e-05 0 6.69341e-05 -0.000117844 -1.87921e-05
internal_weight=0 3683 3634 104 3530 3480 3296 1402 1894 184 120
internal_count=3731 3683 3634 104 3530 3480 3296 1402 1894 184 120
is_linear=0
shrinkage=0.0995203


Tree=9685
num_leaves=15
num_cat=0
split_feature=22 10 9 3 17 5 17 1 3 9 7 9 9 9
split_gain=0.00175076 0.00165518 0.000480586 0.000518779 0.000426415 0.000966514 0.000768267 0.00255429 0.00256306 0.000554259 0.00163271 0.000532037 0.00246022 0.00200733
threshold=0.13264000000000004 0.096215000000000023 0.13087500000000005 0.14530500000000005 -0.011809999999999999 -0.096354999999999996 -0.0046399999999999992 -0.083284999999999984 0.088535000000000016 0.11408000000000003 0.081125000000000017 0.092605000000000021 0.091405000000000028 0.09550500000000002
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 -6 -9 10 -8 12 -7 -13
right_child=-2 -3 3 -5 6 11 9 8 -10 -11 -12 13 -14 -15
leaf_value=0.00044532216721776465 0.00064330747069601003 0.00061246604973662886 2.7616529488063554e-05 0.00049173070053592268 -0.00064401890391025773 4.7529155457235523e-05 6.3748772629981288e-06 -0.00026975694673757577 0.00058979388378767577 -0.00028515386413793467 0.00060919453486447213 0.00048007485362023931 -0.00051939616230066822 0
leaf_weight=62 48 49 58 46 78 1171 1478 88 56 59 46 122 81 289
leaf_count=62 48 49 58 46 78 1171 1478 88 56 59 46 122 81 289
internal_value=0 3.7079e-05 2.90953e-05 0.000240769 2.26271e-05 5.80849e-05 -1.08056e-05 -0.000184431 5.8828e-05 1.30265e-05 2.51074e-05 4.31556e-05 1.01972e-05 0.000141563
internal_weight=0 3683 3634 104 3530 1725 1805 222 144 1583 1524 1663 1252 411
internal_count=3731 3683 3634 104 3530 1725 1805 222 144 1583 1524 1663 1252 411
is_linear=0
shrinkage=0.0995203


Tree=9686
num_leaves=9
num_cat=0
split_feature=13 20 19 8 6 24 3 9
split_gain=0.00156522 0.000896249 0.000722902 0.000472282 0.000641998 0.000462894 0.000385646 0.000186571
threshold=0.089365000000000014 0.27003000000000005 0.14262000000000005 -0.49499500000000002 -0.48214499999999999 0.083550000000000027 0.10377500000000002 -0.11273
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 6 -6 -1
right_child=-2 -3 -4 4 5 -7 -8 -9
leaf_value=-0.000344524985696582 0.00061239796823583871 0.00042927259905703425 0.00041983808088980642 0.00032255109867071339 4.6803327399185717e-05 -0.00025384740065552896 -2.8904301224073631e-05 -3.7513753251989372e-05
leaf_weight=46 47 56 46 72 2459 59 900 46
leaf_count=46 47 56 46 72 2459 59 900 46
internal_value=0 3.31926e-05 2.68533e-05 2.1578e-05 2.76515e-05 2.11999e-05 2.62747e-05 -0.000199918
internal_weight=0 3684 3628 3582 3490 3418 3359 92
internal_count=3731 3684 3628 3582 3490 3418 3359 92
is_linear=0
shrinkage=0.0995203


Tree=9687
num_leaves=15
num_cat=0
split_feature=21 5 9 2 17 5 17 9 7 9 9 9 5 2
split_gain=0.00140963 0.00208744 0.000458012 0.000399239 0.000368954 0.00112216 0.00092908 0.000413921 0.00145926 0.000494143 0.00176134 0.00061657 0.000377397 0.000390251
threshold=0.14970000000000003 0.22078000000000006 0.11891000000000003 -0.046564999999999995 -0.040099999999999997 -0.095609999999999987 -0.047785000000000001 0.11408000000000003 0.085015000000000021 0.08888500000000002 0.08938500000000002 0.085145000000000012 -0.088604999999999989 0.12875500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 12 8 9 11 -11 -6 -7 -14
right_child=1 -3 3 -5 7 6 -8 -9 -10 10 -12 -13 13 -15
leaf_value=0.00050429962112281718 0.00088784383051483955 -2.9569918415909825e-05 6.1287056669097567e-05 0.00042189161654320747 -2.4467835341032926e-05 -0.00025258795993466629 0.0004341531690413579 -0.00029035695648484242 0.00055360402098255464 -0.000656341672582552 -3.5956161074932342e-05 0.00012409261347632927 4.5936329205886417e-05 -0.00021016240795153896
leaf_weight=54 47 48 87 53 830 47 57 50 46 49 670 411 1221 61
leaf_count=54 47 48 87 53 830 47 57 50 46 49 670 411 1221 61
internal_value=0 0.000415692 2.65287e-05 0.000203649 1.92016e-05 5.78998e-05 3.99169e-05 -7.50404e-06 -4.57757e-08 -1.34573e-05 -7.93742e-05 2.40734e-05 2.23924e-05 3.31121e-05
internal_weight=0 95 3636 140 3496 1440 1386 2056 2006 1960 719 1241 1329 1282
internal_count=3731 95 3636 140 3496 1440 1386 2056 2006 1960 719 1241 1329 1282
is_linear=0
shrinkage=0.0995203


Tree=9688
num_leaves=24
num_cat=0
split_feature=1 5 18 2 1 20 3 6 0 6 0 26 18 5 8 6 18 18 10 2 2 18 18
split_gain=0.00152776 0.00792939 0.0107885 0.000648934 0.000621343 0.00100738 0.00147489 0.000424692 0.000421709 0.000486874 0.000538669 0.00102175 0.000615134 0.000540378 0.00049275 0.000918488 0.000512971 0.000582792 0.000322977 0.000259935 0.00073386 0.000611502 0.000716652
threshold=-0.078509999999999983 -0.092864999999999989 0.086065000000000016 0.10449500000000002 0.0049450000000000015 -0.048779999999999997 0.10871500000000002 -0.26746999999999993 -0.23032 -0.011749999999999998 -0.057604999999999996 -0.23202999999999999 -0.037059999999999989 -0.46834999999999999 -0.08731499999999999 0.091495000000000007 0.12317000000000002 0.11061000000000003 0.086165000000000019 0.12875500000000004 0.096520000000000022 -0.14624999999999996 -0.099739999999999995
decision_type=2 2 2 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 -7 -8 -2 10 11 -10 -12 -13 15 -11 17 -16 19 20 21 -3 -23
right_child=3 18 -4 4 5 6 7 -9 9 14 12 13 -14 -15 16 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=-1.2557471074806455e-05 -0.00029809155383461131 -0.00028504431750562713 0.0020932321599782216 -0.00015768243072970489 0.0005701023220957527 -0.00038139225799022292 6.4931748949873371e-05 0.00045821332633810044 0.00043745632661344036 -0.00051875491748145633 4.9471323123921684e-05 -0.00015415380972482972 -0.00033911467691253731 4.3455814887135224e-05 -4.9377038358191222e-05 1.8979750643069457e-05 -0.00031959356060134661 0.00031930670147794842 -0.00014509956109144012 -0.00010192178498144431 0.00040617651012965131 0.00045322883526592952 5.5014696170347951e-05
leaf_weight=49 57 48 46 56 57 48 60 60 60 67 70 159 86 961 517 54 63 46 74 80 65 48 890
leaf_count=49 57 48 46 56 57 48 60 60 60 67 70 159 86 961 517 54 63 46 74 80 65 48 890
internal_value=0 0.000122616 0.000998471 -1.08773e-05 0.000130774 0.000206206 7.78683e-05 0.000268395 -2.98598e-05 -2.21268e-05 1.33212e-05 3.68627e-05 -0.000159502 1.46714e-05 -8.6621e-05 -0.000272009 -4.94796e-05 -1.77996e-05 5.2886e-05 6.65638e-05 8.01675e-05 5.78458e-05 7.62651e-05
internal_weight=0 1300 95 2421 281 225 168 120 2140 2083 1336 1180 156 1120 747 121 626 563 1205 1131 1051 986 938
internal_count=3721 1300 95 2421 281 225 168 120 2140 2083 1336 1180 156 1120 747 121 626 563 1205 1131 1051 986 938
is_linear=0
shrinkage=0.0995203


Tree=9689
num_leaves=27
num_cat=0
split_feature=1 1 5 6 0 5 6 18 21 21 2 1 26 1 2 1 8 2 2 1 18 0 26 8 26 4
split_gain=0.00127878 0.0110735 0.000611433 0.00122175 0.000704373 0.00066842 0.00133029 0.000620767 0.000597313 0.000591639 0.000939758 0.000543598 0.00102082 0.000773339 0.000503046 0.00125224 0.000944739 0.00049698 0.00131867 0.000781921 0.000632484 0.000416918 0.000354948 0.000917711 0.000370171 0.000313466
threshold=-0.081594999999999987 -0.082195000000000004 -0.045014999999999993 0.11816500000000002 -0.077174999999999994 -0.039649999999999998 0.10877500000000002 0.14083500000000002 0.094215000000000021 0.10384500000000002 -0.071344999999999992 -0.083284999999999984 0.11023000000000002 -0.085014999999999993 -0.079739999999999991 0.054560000000000004 -0.012329999999999999 -0.082954999999999987 -0.081734999999999988 -0.0083149999999999995 0.086800000000000016 -0.052884999999999995 0.089725000000000013 -0.081534999999999982 0.087745000000000031 0.079225000000000018
decision_type=2 2 2 2 2 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 7 5 -5 -4 9 8 17 21 -11 12 13 22 -10 -16 -17 19 -19 -2 -20 -7 24 -24 -1 -21
right_child=2 -3 3 4 -6 6 -8 -9 14 10 -12 -13 -14 -15 15 16 -18 18 20 25 -22 -23 23 -25 -26 -27
leaf_value=4.0188417287696234e-05 -0.00042848961773599316 0.0016004727866434833 -0.00039031616736866432 -0.00066426314271201387 -0.00012265743606035127 -6.4406148661689749e-05 0.00044856468200150007 0.0003489520575229059 -0.00033397766221538952 -2.8131433051750247e-05 0.00038022703074820169 0.00034913190455837192 -0.00030347797791319364 0.00039839904138215629 0.00029825537518524348 -2.5163088656993009e-06 -0.0005446347489165373 0.0005229388948696477 0.00013324304856029463 0.00017177891036160653 -4.1842843295953477e-05 -0.00037069011825446684 0.00045878991087355445 -2.076238487660637e-05 -0.00016033024718236949 -0.00011290723841690469
leaf_weight=600 49 48 48 49 55 643 59 61 71 192 77 59 80 65 76 93 51 65 454 76 362 49 66 91 107 75
leaf_count=600 49 48 48 49 55 643 59 61 71 192 77 59 80 65 76 93 51 65 454 76 362 49 66 91 107 75
internal_value=0 0.000121153 -5.90483e-06 -5.94894e-05 -0.000385709 -2.69562e-05 -9.0543e-06 3.73488e-05 2.28981e-05 -3.80014e-05 8.57161e-05 5.38998e-05 3.58251e-05 6.59251e-05 -0.00010266 -2.42863e-05 -0.000200202 5.7455e-05 9.00525e-05 -8.20443e-05 5.45669e-05 -8.72769e-05 3.99651e-05 0.000175619 8.68328e-06 2.49571e-05
internal_weight=0 1116 2605 1172 104 1068 1020 1433 1372 961 269 1068 1009 929 291 220 144 1081 881 200 816 692 864 157 707 151
internal_count=3721 1116 2605 1172 104 1068 1020 1433 1372 961 269 1068 1009 929 291 220 144 1081 881 200 816 692 864 157 707 151
is_linear=0
shrinkage=0.0995203


Tree=9690
num_leaves=25
num_cat=0
split_feature=5 5 0 21 6 6 4 9 9 3 26 3 26 3 2 5 9 26 2 3 5 9 3 0
split_gain=0.00110574 0.00816464 0.000619892 0.000438579 0.000719687 0.000456801 0.000395366 0.000625838 0.00101091 0.000440077 0.000354333 0.000674654 0.000570426 0.000577035 0.000497475 0.000452573 0.000731215 0.00292284 0.000706515 0.000569715 0.000368372 0.000311509 0.000249567 0.000244562
threshold=-0.092864999999999989 -0.096354999999999996 -0.25289499999999993 0.13765500000000006 0.004915000000000001 0.14653500000000005 0.14068000000000006 0.11408000000000003 0.10341500000000002 0.096775000000000014 0.088165000000000021 0.087625000000000022 0.089275000000000021 0.088475000000000012 -0.08569499999999998 -0.018754999999999997 0.085145000000000012 0.084165000000000031 -0.080744999999999997 0.085035000000000013 -0.011514999999999999 0.09550500000000002 0.084550000000000028 -0.066264999999999991
decision_type=2 2 2 2 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 8 9 -4 15 14 -13 -14 -12 16 17 -2 -18 22 -16 -21 -17 -8
right_child=3 -3 6 4 -6 -7 23 -9 -10 -11 11 12 13 -15 20 19 18 -19 -20 21 -22 -23 -24 -25
leaf_value=0.00036275322253767942 -3.6469978437510306e-05 0.0010522600859951031 7.042488078141406e-05 0.00045959288477215012 -6.485149516423338e-05 -0.00029760660871670747 0.00036189135669012344 0.00026431864509001351 -0.00048326817210165126 -9.8682204722012144e-05 -2.2016020432794197e-05 0.00026110454692433 -0.00032584776239929456 5.5405689628105235e-07 0.00047562181110502073 7.1881773536999589e-05 0.00016862532791967342 -0.00087055712694671138 -0.00022787309687229829 -1.7349796083601563e-05 0.00011070425112792384 -0.00019269606431758 0.00032946697590505522 2.0292954698835569e-05
leaf_weight=52 171 85 308 52 47 54 47 70 49 299 56 78 57 830 71 224 118 56 71 652 56 122 49 47
leaf_count=52 171 85 308 52 47 54 47 70 49 299 56 78 57 830 71 224 118 56 71 652 56 122 49 47
internal_value=0 0.000120931 2.92089e-05 -2.92182e-06 0.000202345 -1.08543e-05 7.05896e-06 -1.67691e-05 -4.80111e-05 -1.15263e-05 -4.61025e-06 3.64173e-05 2.3344e-06 -1.94981e-05 0.000211671 -3.73636e-05 -0.00012521 -0.000245842 1.53448e-05 -1.67808e-06 0.000321159 -4.6046e-05 0.000121114 0.000199801
internal_weight=0 957 872 2764 99 2665 820 726 656 607 2611 1148 965 887 183 1463 416 227 189 1047 127 774 273 94
internal_count=3721 957 872 2764 99 2665 820 726 656 607 2611 1148 965 887 183 1463 416 227 189 1047 127 774 273 94
is_linear=0
shrinkage=0.0995203


Tree=9691
num_leaves=25
num_cat=0
split_feature=1 1 21 20 18 7 4 2 3 30 2 21 20 19 2 26 8 8 26 26 26 26 8 8
split_gain=0.00116654 0.00893792 0.000509907 0.00115708 0.000374791 0.000359731 0.000375516 0.00101594 0.00071668 0.000554266 0.000493848 0.000309992 0.00053808 0.000511412 0.00032325 0.000297758 0.000456036 0.000783183 0.000616926 0.0004119 0.000981376 0.000517857 0.000306639 0.000225524
threshold=-0.081889999999999991 -0.082635 0.13922500000000004 -0.0073549999999999996 -0.0087699999999999983 0.078295000000000017 0.12631500000000004 -0.032624999999999994 0.12131500000000002 0.092980000000000021 0.10924500000000002 -0.09071499999999999 -0.097019999999999995 -0.071824999999999986 -0.086304999999999993 0.091195000000000012 -0.080724999999999991 -0.11187999999999999 0.10038000000000001 0.089365000000000014 0.088545000000000026 0.087745000000000031 -0.085605000000000001 -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
left_child=1 15 4 -4 11 6 8 -8 10 -9 -6 -2 -13 -14 -15 19 17 -17 -18 20 21 22 -1 -10
right_child=2 -3 3 -5 5 -7 7 9 23 -11 -12 12 13 14 -16 16 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-6.9685729781840543e-05 0.00014743282132290912 0.0013375656038109511 -0.00012183723197193627 0.00054491294462691493 4.9303057280224308e-06 -0.00024477303713279391 0.00054791640510837368 0.00018913170487065486 -9.5976079224804225e-05 -0.0002112951253827855 0.0002435144940710376 -0.00034943605139303789 0.00025622579626535406 5.3097946396658358e-05 -0.00010810374930122184 0 -0.00022669088092989114 0.00056832866653015062 0.00022867646714424305 -0.00019030330986902083 0.00045433642625453201 -0.00028296219494907375 8.1254025956676863e-05 -0.00040540226002787328
leaf_weight=186 60 56 49 51 1103 52 48 79 62 60 94 70 47 144 661 47 55 53 63 84 53 55 440 49
leaf_count=186 60 56 49 51 1103 52 48 79 62 60 94 70 47 144 661 47 55 53 63 84 53 55 440 49
internal_value=0 0.000112419 -9.72836e-06 0.000210019 -1.87412e-05 1.13317e-05 2.07873e-05 0.000152747 1.29558e-06 1.03962e-05 2.43501e-05 -6.69503e-05 -8.17893e-05 -5.88387e-05 -7.82507e-05 4.54045e-05 0.000149248 0.000305974 9.49146e-06 1.67291e-05 4.15375e-05 8.20857e-06 3.50984e-05 -0.000239945
internal_weight=0 1092 2629 100 2529 1547 1495 187 1308 139 1197 982 922 852 805 1036 218 100 118 818 734 681 626 111
internal_count=3721 1092 2629 100 2529 1547 1495 187 1308 139 1197 982 922 852 805 1036 218 100 118 818 734 681 626 111
is_linear=0
shrinkage=0.0995203


Tree=9692
num_leaves=19
num_cat=0
split_feature=19 17 3 8 17 17 17 18 17 1 17 6 2 20 20 2 21 18
split_gain=0.000913728 0.000478245 0.00101016 0.000830101 0.000746217 0.00281903 0.00101957 0.000620212 0.00054729 0.000495049 0.00108261 0.000613681 0.000398375 0.000633938 0.00067162 0.000398326 0.000478043 0.00022127
threshold=0.14071500000000006 -0.53896499999999992 0.11089500000000001 -0.070134999999999989 -0.07107999999999999 -0.065699999999999995 -0.053765 -0.10872 -0.079754999999999993 -0.083684999999999996 -0.038314999999999995 0.087575000000000028 -0.01504 -0.095634999999999998 -0.08231999999999999 0.10003000000000002 0.083545000000000022 -0.082654999999999992
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 -6 -7 -5 12 11 -11 -8 13 -3 -15 16 -14 -17
right_child=-2 4 -4 7 5 6 9 -9 -10 10 -12 -13 15 14 -16 17 -18 -19
leaf_value=-0.00038789992965151173 0.00041766321375147109 0.00036513966452227336 -0.00051032444540101462 -0.00015237606698369685 -0.00065917721518728449 0.00039286570504861834 -4.0228913148930868e-05 0.00030771800598731081 0.00032098919717322939 -0.00041993559321977107 -3.7299369704007157e-05 0.00021775173031928386 -0.00041323093874435888 -0.00023080090818390227 7.86588847625764e-05 0.00024154133823854049 -2.9153057593567458e-05 -5.683057241604416e-05
leaf_weight=46 48 68 60 48 71 57 200 68 74 77 1794 162 54 77 637 46 92 46
leaf_count=46 48 68 60 48 71 57 200 68 74 77 1794 162 54 77 637 46 92 46
internal_value=0 -1.88522e-05 -0.000160679 -2.61274e-05 -9.5022e-06 -4.11889e-05 -2.16711e-05 0.000110277 5.81337e-05 -3.26192e-05 -5.34841e-05 7.29596e-05 3.82612e-05 7.30992e-05 4.41392e-05 -7.27668e-05 -0.000176816 8.34573e-05
internal_weight=0 3677 222 162 3455 2361 2290 116 1094 2233 1871 362 1020 782 714 238 146 92
internal_count=3725 3677 222 162 3455 2361 2290 116 1094 2233 1871 362 1020 782 714 238 146 92
is_linear=0
shrinkage=0.0995203


Tree=9693
num_leaves=14
num_cat=0
split_feature=19 20 1 20 17 20 20 17 1 0 1 20 2
split_gain=0.000741363 0.000393419 0.000877244 0.000592739 0.000581973 0.00076757 0.00175068 0.000730426 0.00062545 0.000428663 0.000509053 0.000982797 0.000742202
threshold=0.14071500000000006 -0.048779999999999997 0.36766000000000004 -0.034144999999999995 -0.53896499999999992 -0.012149999999999999 -0.0088249999999999978 -0.56005499999999986 -0.083684999999999996 -0.014889999999999999 -0.048734999999999994 -0.24910499999999999 0.0040650000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -3 7 -6 -7 -5 -8 10 -1 -12 -13
right_child=-2 3 -4 4 5 6 8 -9 -10 -11 11 12 -14
leaf_value=-0.00026244256485778451 0.00037609737284656155 -0.00036153056720056965 0.00045098866693105426 -4.5484605338490014e-05 0.00030850726348906766 -0.00063159933373092511 5.347174410938353e-05 -0.00053192570845583581 -5.7646660386197715e-05 0.00027045339796551019 0.00043244649740473628 2.6423274307789029e-05 -0.00022621059364374759
leaf_weight=70 48 56 47 87 68 47 786 51 1370 60 53 849 133
leaf_count=70 48 56 47 87 68 47 786 51 1370 60 53 849 133
internal_value=0 -1.70425e-05 2.89921e-05 -4.0009e-05 -3.2195e-05 -1.97425e-05 -3.02462e-05 -0.000231189 -1.67572e-05 1.12646e-05 -2.06818e-06 1.47507e-05 -6.9593e-06
internal_weight=0 3677 1212 2465 2409 2271 2203 138 2156 1165 1105 1035 982
internal_count=3725 3677 1212 2465 2409 2271 2203 138 2156 1165 1105 1035 982
is_linear=0
shrinkage=0.0995203


Tree=9694
num_leaves=15
num_cat=0
split_feature=19 10 17 17 17 17 17 26 5 20 20 8 0 20
split_gain=0.000601318 0.000431652 0.000509169 0.00292819 0.000843783 0.000448769 0.000357957 0.00132506 0.000394201 0.000322159 0.000456872 0.000421777 0.000844771 0.000502727
threshold=0.14071500000000006 0.090150000000000022 -0.069799999999999987 -0.065699999999999995 -0.053765 -0.079754999999999993 -0.031185000000000001 0.11659500000000002 0.052820000000000013 0.0013750000000000004 0.10634000000000003 1.0000000180025095e-35 -0.067345000000000002 -0.083495
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 9 7 -6 -8 11 -11 13 -13 -1
right_child=-2 -3 3 4 6 -7 8 -9 -10 10 -12 12 -14 -15
leaf_value=-0.00015359356760087151 0.00033866806004371488 -0.00023878131624512173 -0.00073672573072072127 0.00035715942902529821 -0.00041832448303264879 0.00026173275159972856 -7.6588498958199775e-06 0.00020161420344809994 -0.00019730243457850396 -0.00028193265637905027 9.8552326560496988e-05 0.00044782181805386542 2.5944579717177438e-05 4.506622755143446e-05
leaf_weight=153 48 84 58 57 90 85 1925 53 116 76 49 71 153 707
leaf_count=153 48 84 58 57 90 85 1925 53 116 76 49 71 153 707
internal_value=0 -1.53464e-05 -9.89492e-06 -3.81839e-05 -1.97394e-05 3.97323e-05 -2.99509e-05 -0.000182832 -1.88383e-05 2.34472e-05 -0.000126234 4.14627e-05 0.000163319 8.77137e-06
internal_weight=0 3677 3593 2299 2241 1294 2184 143 2041 1209 125 1084 224 860
internal_count=3725 3677 3593 2299 2241 1294 2184 143 2041 1209 125 1084 224 860
is_linear=0
shrinkage=0.0995203


Tree=9695
num_leaves=16
num_cat=0
split_feature=19 10 22 20 17 17 8 8 2 8 26 4 4 17 8
split_gain=0.000487672 0.000349945 0.000481455 0.00104797 0.000550965 0.00104013 0.000483012 0.00094916 0.000935328 0.000709555 0.00047384 0.000400947 0.000472123 0.000380404 2.71088e-05
threshold=0.14071500000000006 0.090150000000000022 0.09044000000000002 -0.0078249999999999986 0.067035000000000025 0.059130000000000009 -0.079049999999999995 -0.069939999999999988 -0.041009999999999998 -0.081324999999999995 0.088245000000000032 0.14154500000000006 0.12379000000000003 -0.031185000000000001 -0.076924999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 11 9 14 -9 10 -6 12 -1 -5 -8
right_child=-2 -3 3 13 6 -7 7 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=8.0019260018325658e-06 0.00030496371188150643 -0.00021501776978774702 -0.00044750727445934494 -0.00018447847748027544 2.7170089115670131e-05 0.00042716999086922313 -0.00033075170887765141 0.0001218446434127703 -0.00033682466266921768 0.00032525246703633267 -0.00020418269116506178 -0.00021673498180891271 0.00021328223735840487 0.00015732553671844661 -0.00053789398914745211
leaf_weight=2440 48 84 77 55 219 61 46 116 70 54 141 74 117 77 46
leaf_count=2440 48 84 77 55 219 61 46 116 70 54 141 74 117 77 46
internal_value=0 -1.3797e-05 -8.86484e-06 -0.000155456 0 2.05484e-05 -7.90135e-05 -0.000180648 -4.63717e-05 -8.78893e-06 -6.11691e-05 1.08097e-05 1.7715e-05 8.70547e-06 -0.000443221
internal_weight=0 3677 3593 209 3384 2692 692 278 186 414 360 2631 2557 132 92
internal_count=3725 3677 3593 209 3384 2692 692 278 186 414 360 2631 2557 132 92
is_linear=0
shrinkage=0.0995203


Tree=9696
num_leaves=23
num_cat=0
split_feature=27 6 17 17 6 0 0 6 2 17 6 26 26 26 6 20 10 3 3 0 3 0
split_gain=0.001256 0.000698822 0.00194478 0.000732859 0.000858152 0.00123853 0.00173847 0.00152118 0.000774123 0.00056233 0.000466637 0.000727418 0.00119629 0.000687745 0.000452051 0.000450518 0.000371032 0.000386746 0.000839183 0.000455337 0.00035666 0.000696008
threshold=0.11726500000000002 0.11642500000000001 0.50822500000000015 -0.067864999999999995 0.086420000000000011 -0.071029999999999996 -0.067059999999999995 0.087455000000000019 -0.087129999999999999 -0.072334999999999997 -0.079164999999999999 0.087675000000000017 0.08919500000000001 0.086645000000000014 -0.087825 -0.081374999999999989 0.086175000000000015 0.08511500000000001 0.084235000000000018 0.0083400000000000019 0.097595000000000029 -0.068899999999999989
decision_type=2 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 9 10 7 -7 -6 -9 16 14 13 -13 -12 15 -5 17 18 -1 -19 -3 -22
right_child=-2 2 -4 4 5 6 -8 8 -10 -11 11 12 -14 -15 -16 -17 -18 19 -20 -21 21 -23
leaf_value=2.2948577803947701e-05 0.00049814065597690116 0.00022981175614486098 0.00069723059315794796 0.00015937333393264343 -0.00058046109643182812 -0.000904702252995941 -5.5368818981833708e-05 -0.00038677726762836493 9.0350233358835786e-06 0.00037132661664332261 3.3536991142453435e-05 0.00065580875081999159 6.9601732423356448e-05 -0.00035896305605167574 -0.00028129377640501456 -6.1104636830822576e-05 0.00026352022880149056 1.9603217593453708e-05 0.00050081511485927448 -0.00019295625542223584 -0.00033899278479028114 0.00011103448197128675
leaf_weight=149 51 55 53 106 55 47 53 54 489 52 448 48 137 49 79 634 67 842 50 113 57 81
leaf_count=149 51 55 53 106 55 47 53 54 489 52 448 48 137 49 79 634 67 842 50 113 57 81
internal_value=0 6.39764e-07 0.000162938 -1.06237e-05 -4.56056e-05 -0.0001368 -0.000462742 -8.09252e-05 -2.882e-05 4.91616e-05 -2.65295e-06 5.75781e-05 0.000226124 -3.51309e-06 -5.38083e-05 -2.84164e-05 3.47707e-05 2.07804e-05 0.000147129 -4.69061e-06 1.19733e-05 -6.89143e-05
internal_weight=0 3718 246 3472 2199 698 100 598 543 1273 1501 682 185 497 819 740 1221 1154 199 955 193 138
internal_count=3769 3718 246 3472 2199 698 100 598 543 1273 1501 682 185 497 819 740 1221 1154 199 955 193 138
is_linear=0
shrinkage=0.0995203


Tree=9697
num_leaves=22
num_cat=0
split_feature=30 17 5 2 17 17 9 26 17 26 26 2 2 26 4 3 21 29 3 3 4
split_gain=0.0012683 0.000489432 0.00139107 0.000981308 0.00057032 0.000530289 0.000509093 0.000918705 0.000923368 0.00115729 0.000544385 0.000370737 0.0012458 0.000420054 0.000230619 0.000530459 0.000637553 0.000603321 0.000288477 0.000888138 0.000399671
threshold=0.12371500000000002 0.50822500000000015 0.049800000000000011 -0.07934999999999999 -0.067864999999999995 -0.072334999999999997 0.11640000000000002 0.098185000000000022 -0.038314999999999995 0.10603500000000003 0.11659500000000002 -0.08569499999999998 -0.084674999999999986 0.086325000000000027 0.10300500000000003 0.10871500000000002 0.090585000000000013 -0.050234999999999995 0.08511500000000001 0.084290000000000018 0.079225000000000018
decision_type=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 14 7 11 -9 -10 -8 13 -13 -6 18 17 -17 -16 19 -1 -20
right_child=-2 2 -4 -5 6 -7 10 8 9 -11 -12 12 -14 -15 15 16 -18 -19 20 -21 -22
leaf_value=-4.7809953927238048e-06 0.00052067735057251079 0.00027682709833285461 0.0005216688764236282 -0.00029063308021631839 -3.9016388076196463e-05 0.00034931972744870528 -3.1944080972477283e-05 -0.00055580690972263473 -0.00048807087088063205 -1.6481695992003109e-05 0.00037093334992393265 0.00038600036920687791 -1.9477338174673716e-05 -0.00027414391735432284 2.9653586747107151e-05 0.00019120716929028252 -0.00030171976083093703 0.00055984318101057748 1.8291943205405067e-05 0.00049317495517735104 -0.00015360613235590494
leaf_weight=124 47 53 67 69 292 54 67 60 67 241 60 80 1198 107 46 59 46 46 777 48 161
leaf_count=124 47 53 67 69 292 54 67 60 67 241 60 80 1198 107 46 59 46 46 777 48 161
internal_value=0 2.12599e-07 0.000156455 -3.74034e-05 -7.91398e-06 4.23081e-05 -3.97606e-05 -5.20664e-05 -0.000194724 -0.000121726 0.000151946 -2.02735e-05 5.26414e-06 -0.000104122 2.89973e-05 0.000128617 -1.69454e-05 0.000303647 1.05795e-05 0.000129424 -1.03402e-05
internal_weight=0 3722 189 122 3533 1361 2172 2045 368 308 127 1677 1278 399 1307 197 105 92 1110 172 938
internal_count=3769 3722 189 122 3533 1361 2172 2045 368 308 127 1677 1278 399 1307 197 105 92 1110 172 938
is_linear=0
shrinkage=0.0995203


Tree=9698
num_leaves=20
num_cat=0
split_feature=30 6 17 18 3 1 1 6 2 1 6 5 1 6 10 5 18 18 38
split_gain=0.00102852 0.000486302 0.001365 0.000771073 0.000556157 0.000538975 0.00146584 0.00135101 0.00106399 0.00231753 0.000632417 0.00150818 0.000519003 0.00122668 0.000267595 0.000354406 0.000438208 0.00122384 0.000264484
threshold=0.12371500000000002 0.11642500000000001 0.50822500000000015 -0.07989499999999998 0.11025500000000002 -0.083684999999999996 -0.078729999999999994 0.086420000000000011 -0.082954999999999987 -0.079844999999999985 0.098855000000000012 -0.039649999999999998 -0.072579999999999992 0.095080000000000012 0.086175000000000015 0.27287000000000011 -0.14624999999999996 -0.096219999999999986 -0.072014999999999996
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 -5 14 7 -7 -9 -10 12 -12 13 -8 15 16 -1 -18 -14
right_child=-2 2 -4 4 -6 6 10 8 9 -11 11 -13 18 -15 -16 -17 17 -19 -20
leaf_value=-0.00022079934185202603 0.00046885946548046257 0.0003350099477474801 0.00058325987543191807 -0.00034437999931381672 5.1523488917521406e-05 0.00010138937810095604 -4.5647458405718192e-06 -0.00079574176601748228 -1.4075891739884691e-06 -0.00083701026571974559 -0.00057217737769023834 8.65737825681848e-05 0.00019361937566806652 0.00058861893299101827 0.00024131086952352692 -0.00015198893872174355 0.00050824467079095667 4.0273957446234998e-05 -1.3241944631066854e-05
leaf_weight=50 47 53 53 59 80 78 103 48 116 47 63 72 63 50 72 85 61 675 1894
leaf_count=50 47 53 53 59 80 78 103 48 116 47 63 72 63 50 72 85 61 675 1894
internal_value=0 1.47676e-07 0.000135879 8.11973e-06 -0.000110633 -9.18094e-06 -3.32849e-05 -0.000244321 -0.000375998 -0.000247371 -5.75353e-06 -0.00021478 7.23221e-06 0.000183936 5.47224e-05 3.83584e-05 5.99846e-05 8.01719e-05 -6.16433e-06
internal_weight=0 3722 245 192 139 3477 2534 289 211 163 2245 135 2110 153 943 871 786 736 1957
internal_count=3769 3722 245 192 139 3477 2534 289 211 163 2245 135 2110 153 943 871 786 736 1957
is_linear=0
shrinkage=0.0995203


Tree=9699
num_leaves=22
num_cat=0
split_feature=29 6 17 18 8 17 18 6 6 6 17 8 18 10 4 6 17 6 17 21 17
split_gain=0.0008448 0.000383952 0.00111804 0.000625678 0.000665306 0.000449964 0.000567628 0.000541812 0.000986619 0.000807759 0.000653408 0.000528575 0.000508389 0.000504566 0.000712669 0.000340934 0.000622054 0.000482503 0.000480444 0.000434022 6.89797e-05
threshold=-0.11266 0.11642500000000001 0.50822500000000015 -0.07989499999999998 -0.066829999999999987 -0.067864999999999995 0.088250000000000009 0.086420000000000011 0.087455000000000019 0.088315000000000018 0.40827500000000011 -0.012329999999999999 0.027500000000000007 0.086275000000000018 0.10343500000000001 -0.01146 0.11012500000000003 -0.0087049999999999992 -0.031185000000000001 0.13042000000000004 -0.11045499999999998
decision_type=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 -5 6 12 15 -9 -10 -11 20 13 14 -2 18 17 -17 -7 -20 -8
right_child=1 2 -4 4 -6 7 11 8 9 10 -12 -13 -14 -15 -16 16 -18 -19 19 -21 -22
leaf_value=0.00038927345189608868 3.7592237081364254e-05 0.00029972394299355369 0.00052521374136552113 -0.00034502556573335328 9.3171062557837362e-05 -0.00026570754807285003 0 -0.00051160463280457689 0.00021615053323077409 -0.00015290331952698443 0.00019734714724275042 0.00041534565088675868 -0.00026058193571518417 0.00033063089566830341 -0.00026674112129553685 0.00041791781118299552 -0.00016303992530563528 8.0880439865388062e-05 -2.9151147346487827e-05 0.0002553963005563293 0.00014897487247350719
leaf_weight=56 902 52 53 63 71 81 63 56 82 503 57 71 64 52 83 52 85 286 935 56 46
leaf_count=56 902 52 53 63 71 81 63 56 82 503 57 71 64 52 83 52 85 286 935 56 46
internal_value=0 0 0.000121837 2.4956e-06 -0.000106738 -8.56695e-06 3.79856e-05 -3.6133e-05 -0.000108551 -7.21183e-05 -0.000115791 0.000202085 1.04138e-05 2.79282e-05 1.11168e-05 -1.77436e-06 7.32982e-05 0.000135154 -3.21609e-05 -1.22457e-05 5.56618e-05
internal_weight=0 3713 239 186 134 3474 1281 2193 698 642 560 180 1101 1037 985 1495 423 338 1072 991 109
internal_count=3769 3713 239 186 134 3474 1281 2193 698 642 560 180 1101 1037 985 1495 423 338 1072 991 109
is_linear=0
shrinkage=0.0995203


Tree=9700
num_leaves=25
num_cat=0
split_feature=2 2 17 18 21 8 21 4 18 6 6 20 21 17 17 18 8 0 10 29 3 27 6 4
split_gain=0.00249854 0.0168811 0.00150017 0.00087806 0.000913003 0.00094494 0.0011583 0.00107585 0.000783494 0.000631718 0.0023048 0.000728913 0.000485517 0.000451032 0.000672397 0.000627775 0.000540963 0.000449772 0.000550029 0.000444745 0.000365706 0.000301786 0.000212072 0.000164308
threshold=-0.11700999999999999 -0.14091999999999996 -0.55286000000000002 -0.088579999999999992 -0.012349999999999998 -0.00076499999999999995 0.11162500000000002 0.081905000000000019 -0.091109999999999983 0.11642500000000001 0.12080000000000003 -0.24350999999999998 0.10886500000000003 -0.011809999999999999 -0.008454999999999999 -0.014319999999999999 -0.07106999999999998 -0.061654999999999995 0.086175000000000015 -0.081409999999999996 0.12015500000000003 0.078330000000000025 0.15086500000000005 0.095545000000000033
decision_type=2 2 2 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 -2 4 -4 8 7 -7 12 13 -11 -12 -6 19 15 -15 -16 21 23 -5 -21 -1 -13 -19
right_child=2 -3 3 9 5 6 -8 -9 -10 10 11 22 -14 14 16 -17 -18 18 -20 20 -22 -23 -24 -25
leaf_value=-0.00027250753942815792 0.00050237183606118539 0.0019982171681487836 0.00019579458422680111 -0.00019210629534705413 6.8347586798330387e-05 -0.0009217292201705009 1.2089675842564039e-05 -0.0002505033907529651 -0.00039896795911192423 0.00078465503849122723 0.00029035201772313645 -0.0003000973346366401 -0.00018117488263725542 -0.00051471156910874857 3.5573909545054947e-05 0 -9.2554162758516661e-05 0.00010076368046199861 0.00033672289325692174 9.9953259852025622e-05 -0.00017491140300448317 2.0505494972218345e-06 0 -0.00015879167362834828
leaf_weight=65 59 49 83 61 232 46 50 58 62 49 55 52 115 52 955 46 494 46 71 789 49 87 46 48
leaf_count=65 59 49 83 61 232 46 50 58 62 49 55 52 115 52 955 46 494 46 71 789 49 87 46 48
internal_value=0 0.000279009 4.87086e-06 -3.79154e-06 -0.000108031 -0.000154276 -0.000365742 -0.000555263 -7.26516e-05 2.13293e-05 0.000190636 0 -1.1988e-05 7.01259e-06 -2.51876e-05 -0.00027772 -7.54317e-06 1.0681e-05 0.000126791 6.33334e-05 8.29043e-05 -0.000109974 -0.000162337 -2.30665e-05
internal_weight=0 366 3353 3294 646 563 154 104 409 2648 202 153 347 2446 1547 98 1449 317 165 899 838 152 98 94
internal_count=3719 366 3353 3294 646 563 154 104 409 2648 202 153 347 2446 1547 98 1449 317 165 899 838 152 98 94
is_linear=0
shrinkage=0.0995203


Tree=9701
num_leaves=25
num_cat=0
split_feature=2 2 17 5 9 5 17 9 18 17 17 1 17 17 9 21 2 5 1 10 10 5 20 2
split_gain=0.00203034 0.0136842 0.00121675 0.000828844 0.00132541 0.000725111 0.00118308 0.000591951 0.000583743 0.000945039 0.0012907 0.000570378 0.00051202 0.000702002 0.0005499 0.000441691 0.000424349 0.000358956 0.000355724 0.00050851 0.000637982 0.000266747 0.000224484 0.000271053
threshold=-0.11700999999999999 -0.14091999999999996 -0.55286000000000002 0.26760500000000004 0.092605000000000021 0.0047850000000000011 0.50644500000000015 0.090695000000000012 -0.089929999999999996 -0.040099999999999997 -0.088734999999999994 -0.093734999999999999 -0.040099999999999997 -0.065699999999999995 0.08888500000000002 0.10787500000000003 -0.083769999999999997 0.060575000000000011 -0.49056499999999997 0.091870000000000021 0.084475000000000022 -0.045014999999999993 -0.077044999999999988 -0.072895000000000001
decision_type=2 2 2 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 5 15 8 7 11 9 10 -4 -7 13 -10 -14 -5 -11 -9 -1 20 21 -20 -6 -24
right_child=2 -3 3 4 22 6 -8 17 12 16 -12 -13 14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25
leaf_value=0.00018733536112590919 0.00045237576507437525 0.0017993541945592968 -7.159949958815183e-05 -0.00022992691492249167 0.00016650376705312 -1.7839006990319029e-06 0.00047325300685795011 -0.00031520015480071317 2.8703787099104399e-05 0.00028381779193976931 -0.00074838211192440488 0.00026407696790906081 2.1024657611981065e-05 0.00031852107679466329 -9.5046232851536891e-05 -0.0006172576753732253 -0.00013368351061316311 0 -0.00012905307003796529 0.00023550853909905538 -0.00041613907495402725 0.00015731689402361538 -0.0002435119452380827 8.8856886385099817e-05
leaf_weight=84 59 49 72 87 70 145 79 51 390 46 49 163 1090 108 636 54 48 113 77 47 54 55 46 47
leaf_count=84 59 49 72 87 70 145 79 51 390 46 49 163 1090 108 636 54 48 113 77 47 54 55 46 47
internal_value=0 0.000251464 4.31509e-06 -3.46177e-06 -0.000160216 1.2202e-05 0.000115442 5.38202e-05 -1.07857e-05 -0.000167469 -0.000352434 0.000136257 3.99319e-06 9.31996e-05 -2.12711e-05 -0.000384072 6.19169e-05 -9.6009e-05 9.618e-06 -5.09384e-05 -0.000127721 -3.53053e-06 2.84048e-05 -6.67382e-05
internal_weight=0 366 3353 3294 304 2990 551 472 2439 215 121 308 2224 498 1726 141 94 164 317 233 186 132 163 93
internal_count=3719 366 3353 3294 304 2990 551 472 2439 215 121 308 2224 498 1726 141 94 164 317 233 186 132 163 93
is_linear=0
shrinkage=0.0995203


Tree=9702
num_leaves=19
num_cat=0
split_feature=0 0 17 9 11 2 18 28 4 4 4 4 4 17 1 18 0 5
split_gain=0.00174096 0.0155049 0.000703451 0.00104312 0.0007234 0.000779581 0.000947237 0.000661356 0.000641221 0.00058355 0.000874134 0.000564338 0.000992825 0.000520187 0.00156836 0.000499993 0.000364515 0.000445028
threshold=-0.13056499999999996 -0.14028499999999997 -0.55286000000000002 0.09253500000000002 1.0000000180025095e-35 0.0040650000000000018 0.087065000000000017 0.083225000000000021 0.12498500000000003 0.085990000000000025 0.13707500000000003 0.11378500000000003 0.10801000000000002 0.50822500000000015 -0.06551499999999999 0.11362500000000002 -0.14680499999999999 -0.54382499999999989
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 -2 5 7 9 13 11 -7 -11 12 16 15 -15 -4 17 -1
right_child=2 -3 4 -5 -6 6 -8 -9 -10 10 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.00019345256452719397 0.00052957439723753355 0.0018795600673874682 -5.4510269962989324e-06 -3.516016397693363e-05 0.00032997950991447099 -0.00055412375815332723 0.00011179289949456456 0.00036354811285738012 0.00037513214362808157 1.7710611388703809e-05 -0.00049598519821961542 -0.00034133158795102706 0.00042045726735428016 0.00065571952454173451 -2.4176968353689234e-05 -0.00015479787516544896 0.00021809833562036956 -0.00013532856318557485
leaf_weight=47 60 49 2264 65 60 62 76 48 46 84 51 47 54 46 117 248 46 249
leaf_count=47 60 49 2264 65 60 62 76 48 46 84 51 47 54 46 117 248 46 249
internal_value=0 0.000191602 -1.73115e-06 0.000229364 -1.14515e-05 -1.85625e-05 -0.000178932 -2.18372e-06 2.0787e-05 -0.000295245 -0.000170288 -1.41595e-05 2.26044e-05 -9.05241e-06 0.000162674 -2.05213e-05 -3.78209e-05 -8.03578e-05
internal_weight=0 538 3181 125 3056 2996 273 2723 489 197 135 443 396 2675 163 2512 342 296
internal_count=3719 538 3181 125 3056 2996 273 2723 489 197 135 443 396 2675 163 2512 342 296
is_linear=0
shrinkage=0.0995203


Tree=9703
num_leaves=25
num_cat=0
split_feature=2 2 17 5 9 0 5 0 2 5 3 0 18 18 5 17 5 26 0 9 4 21 17 17
split_gain=0.00158554 0.0108118 0.000783201 0.000601157 0.00102032 0.000759824 0.000545513 0.0012188 0.00237243 0.000445548 0.000339852 0.000330507 0.00031504 0.000948787 0.000934748 0.000384103 0.000492623 0.000440385 0.00027486 0.000527332 0.000521411 0.000228091 0.000205223 7.55013e-05
threshold=-0.11700999999999999 -0.14091999999999996 -0.55286000000000002 0.26760500000000004 0.092605000000000021 -0.068604999999999985 0.049800000000000011 -0.076154999999999987 -0.074304999999999996 0.073820000000000011 0.10525500000000003 -0.083514999999999992 -0.089929999999999996 -0.097709999999999991 -0.0038499999999999997 -0.021090000000000001 -0.095609999999999987 0.089795000000000028 -0.061654999999999995 0.098465000000000011 0.10343500000000001 0.11932500000000003 -1.0000000180025095e-35 -0.016209999999999999
decision_type=2 2 2 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 6 5 -5 12 8 11 -9 -11 -8 13 23 -15 16 -14 -17 22 20 -20 -6 -1 -4
right_child=2 -3 3 4 21 -7 7 9 -10 10 -12 -13 15 14 -16 17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=3.1098435836566205e-05 0.00036132006006820268 0.0015960229566144366 1.135501283243065e-05 -4.6620152912008594e-05 -7.4148812155570398e-05 -0.00053153793493035503 -0.00012150828500880875 -0.0002976235652907103 0.00084214624531536611 0.00016112246333593205 -0.00013251505636002032 0.00018535898071833328 0.00035233889152344014 -0.00047656376206748984 3.6891183886287758e-05 1.321400823681219e-05 4.003583778320762e-05 -9.441430877975328e-05 0.00016867179566740773 0.00038293373278029734 -0.00025057615928001715 0.00015976173939926818 -0.00019306377855584229 0.00021148825776073365
leaf_weight=67 59 49 46 59 89 82 51 54 56 90 67 97 56 90 53 1133 592 557 67 46 52 74 85 48
leaf_count=67 59 49 46 59 89 82 51 54 56 90 67 97 56 90 53 1133 592 557 67 46 52 74 85 48
internal_value=0 0.000220172 1.75624e-06 -4.43552e-06 -0.000137935 -0.000334435 8.86388e-06 0.00011488 0.000288937 -4.95221e-05 3.0598e-05 7.40829e-05 -7.90435e-06 -0.000117324 -0.000280538 2.83727e-06 6.82883e-05 -2.17744e-05 4.91856e-06 9.62789e-05 -7.64981e-06 2.70215e-05 -8.88698e-05 0.00012226
internal_weight=0 366 3353 3294 304 141 2990 415 204 211 157 148 2575 237 143 2338 648 1690 317 165 119 163 152 94
internal_count=3719 366 3353 3294 304 141 2990 415 204 211 157 148 2575 237 143 2338 648 1690 317 165 119 163 152 94
is_linear=0
shrinkage=0.0995203


Tree=9704
num_leaves=39
num_cat=0
split_feature=8 8 1 17 17 8 6 26 18 1 1 17 8 18 21 21 5 21 21 17 26 1 18 1 5 8 5 8 5 17 1 1 5 20 1 5 26 1
split_gain=0.00171693 0.00475263 0.0294125 0.000969478 0.00162748 0.00118536 0.000707717 0.000995378 0.000484258 0.000467112 0.000424356 0.00229644 0.0013437 0.00189734 0.000455856 0.000974595 0.00071 0.000433866 0.000526008 0.000407438 0.000349041 0.000347859 0.000428602 0.000279955 0.000403011 0.000543105 0.000713042 0.000530157 0.000352583 0.000297304 0.000290417 0.000337221 0.000243737 0.000364964 0.000231485 0.000125608 0.000115251 8.79972e-05
threshold=-0.079049999999999995 -0.083574999999999997 0.021350000000000004 0.12439000000000001 0.2590050000000001 -0.073439999999999991 0.090195000000000011 0.09032500000000003 -0.092084999999999986 -0.085349999999999995 -0.083284999999999984 -0.012754999999999999 -0.074204999999999993 -0.022504999999999997 0.10900500000000002 0.10237500000000002 -0.49053999999999998 0.11707000000000002 0.12262000000000002 -0.0038549999999999999 0.090545000000000028 -0.50388999999999995 -0.060544999999999995 0.27998000000000006 -0.010424999999999999 -0.086844999999999992 -0.00093999999999999997 -0.087844999999999993 -0.012464999999999999 -0.0069749999999999994 -0.081224999999999992 -0.085739999999999997 -0.039649999999999998 -0.049389999999999996 -0.080085000000000003 0.2686150000000001 0.056820000000000016 0.5126750000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 6 10 -5 -6 8 -8 -3 -10 11 20 13 -12 15 16 -14 -16 -19 -11 21 35 -23 24 28 27 -27 29 30 -26 31 -1 33 -7 -32 -2 37 -25
right_child=3 2 -4 4 5 32 7 -9 9 19 12 -13 14 -15 17 -17 -18 18 -20 -21 -22 22 -24 36 25 26 -28 -29 -30 -31 34 -33 -34 -35 -36 -37 -38 -39
leaf_value=4.5408985592479947e-05 -2.1298491301508782e-05 -0.00027592391872234811 0.0027485948597725934 -0.00074993553921452185 -0.00045244975325701596 -3.3093601941367122e-05 1.3908383955870996e-05 0.00053152508443805868 0.00025820213352918935 -0.00020805670091073874 -6.6242996755608912e-05 -0.00073412092535353631 0.00025194110569014521 0.00081797854831687814 -0.00040237340303538082 0.00037881181220017181 -5.6599491104010111e-05 0.00020347457471019462 -0.0001741459146336845 0.00013554129863648366 0.00018170905506177093 -0.0002597318930049028 3.0013840194162591e-05 -0.00014869061764817554 -0.00010669669041613958 -0.00053072298383752682 -3.0919877202054389e-05 0.00028864855863603757 0.00031953066686585106 0.0001575360615374336 0.00028515918732362493 -0.00021404831688098886 -0.00010977230301963187 0.00034929810058636552 4.7891574434675946e-05 0.00019216702218584204 -0.00025598579683316832 2.3383697597158376e-05
leaf_weight=102 46 52 46 49 68 46 81 73 78 73 46 51 83 47 52 66 643 49 132 62 68 123 78 55 223 51 72 53 46 50 46 90 56 46 584 51 53 49
leaf_count=102 46 52 46 49 68 46 81 73 78 73 46 51 83 47 52 66 643 49 132 62 68 123 78 55 223 51 72 53 46 50 46 90 56 46 584 51 53 49
internal_value=0 8.17264e-05 0.000359157 -5.31361e-05 -0.000229255 -0.000107347 9.48776e-05 0.000264588 -6.57487e-07 6.27004e-05 -2.2198e-05 -0.000108035 9.08589e-06 0.000371819 -2.30269e-05 1.20192e-05 -2.0198e-05 -0.000145667 -6.73943e-05 -4.41922e-05 -1.85565e-05 -6.70018e-05 -0.000143221 -5.2386e-06 9.15652e-06 -6.66176e-05 -0.000244811 0 4.92961e-05 -5.53038e-05 3.31776e-05 -7.1948e-05 4.56818e-05 0.000149204 6.65153e-05 8.24966e-05 -0.000131207 -5.97458e-05
internal_weight=0 1939 465 1800 265 216 419 154 265 213 1535 417 1118 93 1025 792 726 233 181 135 366 298 201 1474 1317 449 123 326 868 273 822 192 148 92 630 97 157 104
internal_count=3739 1939 465 1800 265 216 419 154 265 213 1535 417 1118 93 1025 792 726 233 181 135 366 298 201 1474 1317 449 123 326 868 273 822 192 148 92 630 97 157 104
is_linear=0
shrinkage=0.0995203


Tree=9705
num_leaves=25
num_cat=0
split_feature=20 20 11 2 2 17 18 4 20 6 0 10 0 4 8 3 8 9 8 8 8 5 3 18
split_gain=0.00163114 0.0294437 0.00112991 0.000488459 0.000789083 0.000468872 0.00127168 0.000500692 0.000749903 0.00072818 0.000616707 0.000389105 0.000561142 0.000324545 0.000256307 0.000745106 0.002228 0.000960382 0.000528226 0.000864734 0.000346857 0.000229153 0.000225176 0.000585363
threshold=-0.080384999999999998 -0.081114999999999993 -0.37931999999999999 -0.10934999999999999 -0.14264999999999997 0.51292000000000015 -0.055464999999999993 0.10696000000000003 -0.040959999999999996 0.11690000000000002 -0.057604999999999996 0.09056500000000002 0.12433000000000002 0.08544000000000003 -0.084129999999999996 0.087570000000000023 -0.086404999999999996 0.084675000000000014 -0.073999999999999996 -0.0066399999999999992 -0.086914999999999992 0.063170000000000018 0.10920500000000002 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
left_child=1 14 -2 4 11 7 -7 9 -9 13 -10 12 21 -5 15 20 17 -17 -16 -20 -1 -4 23 -21
right_child=2 -3 3 5 -6 6 -8 8 10 -11 -12 -13 -14 -15 18 16 -18 -19 19 22 -22 -23 -24 -25
leaf_value=0 -0.00050820649320345332 0.0024795412275644868 -0.00010696564970630444 6.7407646180177158e-06 -0.00045461397492602493 -0.00060198873703683111 4.6676646500315181e-05 -0.00043014756936670496 -0.00012429007628907168 0.00032150597103615229 0.00018049995392035501 0.00018916909659108787 -0.00040602525701246959 0.00014635535295937438 -0.00027997065274657342 -0.00028496206182157291 0.00077829537104115193 0.00023214892213362014 0.00029063919681422988 -0.00015343485994494279 -0.000351595935397078 0.0001533007913998253 -0.00026276518446678617 0.00022163666940804212
leaf_weight=68 46 50 95 1852 60 46 80 56 218 83 93 52 49 183 91 69 46 73 74 137 47 51 62 58
leaf_count=68 46 50 95 1852 60 46 80 56 218 83 93 52 49 183 91 69 46 73 74 137 47 51 62 58
internal_value=0 0.000143602 -1.84346e-05 -1.04331e-05 -0.000129247 3.22335e-06 -0.000183641 1.30276e-05 -9.37248e-05 3.19118e-05 -3.05148e-05 -4.68956e-05 -0.000114044 1.96981e-05 -1.63678e-05 5.19532e-05 0.00017599 -1.33584e-05 -6.73629e-05 -6.43855e-06 -0.000143701 -1.04436e-05 -9.51638e-05 -3.7677e-05
internal_weight=0 775 2964 2918 307 2611 126 2485 367 2118 311 247 195 2035 725 303 188 142 422 331 115 146 257 195
internal_count=3739 775 2964 2918 307 2611 126 2485 367 2118 311 247 195 2035 725 303 188 142 422 331 115 146 257 195
is_linear=0
shrinkage=0.0995203


Tree=9706
num_leaves=27
num_cat=0
split_feature=8 8 0 18 6 8 0 1 17 9 2 6 3 8 3 3 3 3 3 1 18 20 3 26 26 3
split_gain=0.00146487 0.00618637 0.025946 0.00116985 0.0018019 0.0016518 0.000787492 0.000768915 0.000398315 0.00117172 0.000339815 0.000442141 0.00121285 0.000513673 0.000444167 0.000271779 0.000912284 0.000593279 0.000517992 0.000317552 0.000758306 0.000719767 0.000463175 0.0003258 0.000268887 0.000237099
threshold=-0.080835000000000004 -0.083574999999999997 -0.087825 -0.077844999999999998 0.092705000000000023 -0.08176499999999999 -0.082494999999999999 0.51390500000000017 0.51292000000000015 0.09518500000000002 0.12875500000000004 0.11596500000000003 0.10134000000000003 -0.080224999999999991 0.08844500000000001 0.088535000000000016 0.089605000000000018 0.091140000000000013 0.092510000000000023 -0.0084199999999999987 -0.079189999999999997 -0.085144999999999985 0.08785500000000003 0.083885000000000029 0.082250000000000031 0.13345500000000002
decision_type=2 2 2 2 2 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 -3 5 6 -4 -5 8 10 -10 11 13 -13 -2 -15 19 -17 -18 -19 21 -21 -1 23 -23 -22 -20
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leaf_value=0.00030995954870141975 -0.00034364331502257663 0.0026620277368493922 0.00016875080945036365 0.00034818214736955096 0.00080125771655648395 -0.00055986747675559716 -0.00019951602712444758 -0.00042526770342300513 -0.00054435148722021664 0.00011048275995190929 -0.00027799664610521395 0.00045996042131593497 -9.9690628060290274e-05 7.6393371803632734e-05 -5.0646725555641158e-05 0.00036899257317421345 -0.00027576021366287055 0.00032443814949882134 4.1574536329218923e-05 -0.00051008843908874335 -0.00022643549614992468 -0.00021127633543748472 -0.00032211966478743213 1.8469440758172519e-05 5.5743203153709388e-05 -0.00011008659821969857
leaf_weight=61 51 46 78 49 48 50 54 52 55 50 51 68 84 351 1178 73 70 54 377 47 51 72 56 383 90 140
leaf_count=61 51 46 78 49 48 50 54 52 55 50 51 68 84 351 1178 73 70 54 377 47 51 72 56 383 90 140
internal_value=0 7.82814e-05 0.00047135 0.000107228 0.000296341 -0.00010947 5.30916e-05 -4.62961e-05 -3.54248e-05 -0.000224729 -2.38176e-05 -1.58604e-05 0.000145294 -3.1882e-05 -2.09478e-05 -7.83024e-06 3.55944e-05 -1.09743e-06 3.11404e-05 -4.97037e-05 -0.000162263 -1.12774e-05 -5.12267e-05 -1.60868e-05 -4.05156e-05 0
internal_weight=0 1799 325 279 151 128 103 1940 1888 105 1783 1732 152 1580 1529 1474 714 641 571 760 188 572 511 455 141 517
internal_count=3739 1799 325 279 151 128 103 1940 1888 105 1783 1732 152 1580 1529 1474 714 641 571 760 188 572 511 455 141 517
is_linear=0
shrinkage=0.0995203


Tree=9707
num_leaves=24
num_cat=0
split_feature=20 20 8 2 2 8 9 5 4 3 20 9 9 8 8 2 5 20 1 20 17 17 27
split_gain=0.00135185 0.0236131 0.00101751 0.000320354 0.000717918 0.00047125 0.0017453 0.000889613 0.00041748 0.000586328 0.000389954 0.00028546 0.000397102 0.00023677 0.000200026 0.000212508 0.000236382 0.000549047 0.000487427 0.000466971 0.000288753 0.000217856 6.40828e-05
threshold=-0.080869999999999984 -0.081424999999999984 0.24614500000000003 -0.10934999999999999 -0.14264999999999997 0.010485000000000003 0.11351500000000002 0.51100000000000012 0.10696000000000003 0.10089500000000003 -0.034144999999999995 0.095415000000000014 0.089435000000000028 0.10068500000000002 0.12005500000000004 0.096520000000000022 -0.0065700000000000003 -0.095634999999999998 -0.0076199999999999992 -0.084474999999999995 0.11180000000000002 -0.0069749999999999994 0.078065000000000023
decision_type=2 2 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 3 4 11 7 -7 8 9 -5 -10 12 22 -13 15 16 19 -18 -19 20 -1 -21 -2
right_child=2 -3 -4 5 -6 6 -8 -9 10 -11 -12 13 -14 -15 -16 -17 17 18 -20 21 -22 -23 -24
leaf_value=-6.2254838669309121e-05 7.8875280735574889e-05 0.0022211644019426739 -0.00046763183806530973 -3.3290332863059526e-06 -0.00043718411691587479 0.00064829456515490009 -0.00014145167169498946 -0.00032029826599313784 -0.00031166891338542759 0.00013308412357032108 -4.2476653988975805e-05 0.00026119724725172735 -0.00035492669739410772 -4.4476141594897183e-05 -0.00020710906854743078 -0.00015493798735195441 0.00010977052812210178 0 -0.00041932213735089403 0.00041565813375070318 0.00017110784744520661 8.6494472050980013e-05 -7.8193908653114802e-05
leaf_weight=194 46 50 49 1688 54 49 61 87 67 380 318 47 48 46 51 79 91 53 57 47 72 48 57
leaf_count=194 46 50 49 1688 54 49 61 87 67 380 318 47 48 46 51 79 91 53 57 47 72 48 57
internal_value=0 0.00013244 -1.74891e-05 -9.7294e-06 -0.000107589 9.66261e-07 0.000202902 -7.45672e-06 3.30505e-06 2.13414e-05 -9.14494e-05 -3.12906e-05 -0.000118313 0.000101202 -1.72968e-05 -9.17618e-07 1.92763e-05 -6.51579e-05 -0.000217313 6.85558e-05 0 0.000257961 -9.86754e-08
internal_weight=0 742 2997 2948 298 2650 110 2540 2453 2068 385 244 151 93 692 641 562 201 110 361 266 95 103
internal_count=3739 742 2997 2948 298 2650 110 2540 2453 2068 385 244 151 93 692 641 562 201 110 361 266 95 103
is_linear=0
shrinkage=0.0995203


Tree=9708
num_leaves=28
num_cat=0
split_feature=21 21 1 1 18 3 3 21 17 4 4 4 9 26 8 1 3 26 26 26 4 1 18 9 8 3 1
split_gain=0.00103706 0.0091128 0.000467262 0.000576945 0.00120085 0.00089224 0.000495853 0.00065572 0.000564353 0.000405863 0.00102683 0.000843917 0.000429121 0.000908868 0.000594338 0.000339347 0.000957301 0.000345592 0.000564798 0.000405868 0.000290815 0.000261603 0.000243623 0.000528431 0.000343242 0.000204742 0.00029574
threshold=-0.015149999999999999 -0.025279999999999997 -0.083684999999999996 -0.087734999999999994 -0.020999999999999998 0.084505000000000011 0.084380000000000024 0.084095000000000017 0.0047200000000000011 0.12988000000000002 0.11860000000000002 0.14068000000000006 0.11408000000000003 0.15222000000000005 -0.085814999999999989 0.18123500000000006 0.10648500000000002 0.084645000000000012 0.087960000000000024 0.083825000000000024 0.12205500000000002 -0.018369999999999997 -0.10082999999999999 0.083760000000000015 0.068430000000000019 0.11926500000000002 -0.16272499999999998
decision_type=2 2 2 2 2 2 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 3 22 -5 -6 7 8 20 10 12 -11 14 -14 -8 17 -17 19 -19 21 -4 -1 23 -2 25 26 -24
right_child=2 -3 6 4 5 -7 9 -9 -10 11 -12 -13 13 -15 -16 16 -18 18 -20 -21 -22 -23 24 -25 -26 -27 -28
leaf_value=0.00018675549401759157 -6.7868889931786488e-05 -0.0014938529119718389 -1.3178843610542963e-06 0.00059058429932966295 0.00037240091471083903 -0.0001652157076879067 4.3199250660536866e-05 5.194559083919722e-05 -0.0005933475178312059 -0.00049614701155261754 0.00041372184652773905 9.6143921286438374e-06 -3.7536966739468447e-05 0.00049445256059807842 -8.2164524524041153e-05 -0.0005026476412390091 4.9951673970140768e-05 0.00040123223130266139 -2.0778132809789875e-05 -0.00030793659520862487 -0.00033251338158666861 -0.00012307660392266249 -0.0001505491822783091 0.00028026114650200776 -0.00021727002695199393 0.00016154283072037807 2.3572295499032779e-05
leaf_weight=58 81 47 60 54 48 83 532 75 47 55 53 73 91 47 1215 50 76 54 67 47 55 48 132 86 83 68 343
leaf_count=58 81 47 60 54 48 83 532 75 47 55 53 73 91 47 1215 50 76 54 67 47 55 48 132 86 83 68 343
internal_value=0 -0.000182641 -2.05426e-05 3.66292e-05 0.000194886 2.55246e-05 -4.51768e-05 -0.000182183 -0.000295629 -2.9064e-05 -1.72652e-05 -0.00020131 -2.98174e-05 0.000137716 -4.35199e-05 -2.65264e-05 -0.000162837 3.31689e-05 0.000160792 -6.2411e-05 -0.000166834 3.87313e-05 0 0.000106506 -2.87813e-05 0 -2.30917e-05
internal_weight=0 447 3281 978 185 131 2303 237 162 2066 1938 128 1885 138 1747 400 126 274 121 153 115 106 793 167 626 543 475
internal_count=3728 447 3281 978 185 131 2303 237 162 2066 1938 128 1885 138 1747 400 126 274 121 153 115 106 793 167 626 543 475
is_linear=0
shrinkage=0.0995203


Tree=9709
num_leaves=24
num_cat=0
split_feature=20 26 26 20 26 17 20 12 8 0 3 2 17 1 2 0 17 26 26 9 2 8 20
split_gain=0.000891153 0.00251856 0.01019 0.00108913 0.000609088 0.000583299 0.000572494 0.00055501 0.000451315 0.000387924 0.00120368 0.000788486 0.000383904 0.000861348 0.00114153 0.000427798 0.000489357 0.000363901 0.00074964 0.000491385 0.000324928 0.000626274 0.000125389
threshold=-0.079864999999999992 0.085155000000000022 0.086255000000000012 -0.081254999999999994 0.084535000000000013 0.11180000000000002 -0.08231999999999999 -0.082629999999999995 -0.079434999999999992 -0.086414999999999992 0.10850000000000003 -0.096664999999999987 0.31316500000000008 -0.050379999999999994 -0.070354999999999987 -0.23099 0.24923500000000007 0.088165000000000021 0.086760000000000018 0.11351500000000002 -0.06674999999999999 -0.081864999999999993 -0.09280999999999999
decision_type=2 2 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 9 -2 22 10 -1 -11 15 14 -14 -9 17 18 -17 -19 21 -15 -4
right_child=7 2 3 -5 -6 -7 -8 12 -10 11 -12 -13 13 20 -16 16 -18 19 -20 -21 -22 -23 -24
leaf_value=0.00021068065025767733 -0.00033272861662626585 -0.0017303716843336911 -0.00019135704606582996 -0.00050695219629079966 0.00029361546982604802 0.000228048015333697 -0.00039145500240658597 -0.00021478902790120671 0.00026573678513023397 0.00018486143290483611 -0.00036610077800076142 -0.00026314882363366582 -0.00051218110372919495 -8.4079147321244606e-05 4.4516242085781778e-05 2.195135093213939e-06 0.00025832581306566656 7.673203191651599e-05 -0.00021515111928125202 -0.00014294573253371666 -0.00012980597098982027 0.00040108158435959534 1.7396961470997972e-05
leaf_weight=137 52 46 53 47 58 65 55 82 56 51 48 145 88 49 58 1185 80 921 180 111 61 52 48
leaf_count=137 52 46 53 47 58 65 55 82 56 51 48 145 88 49 58 1185 80 921 180 111 61 52 48
internal_value=0 -0.000128735 -0.000391398 -8.54596e-05 -9.79999e-06 -4.65599e-05 -8.93768e-05 -1.02986e-05 3.55057e-05 -4.3621e-05 5.66042e-05 -0.000142398 -4.16505e-06 -0.000109324 -0.00028542 8.17194e-06 1.58835e-05 7.4504e-06 -2.58662e-05 5.23107e-05 4.43269e-05 0.000157601 -8.40421e-05
internal_weight=0 809 250 204 559 501 436 2919 157 381 185 196 2867 308 146 2559 2477 2397 1365 1032 162 101 101
internal_count=3728 809 250 204 559 501 436 2919 157 381 185 196 2867 308 146 2559 2477 2397 1365 1032 162 101 101
is_linear=0
shrinkage=0.0995203


Tree=9710
num_leaves=28
num_cat=0
split_feature=21 21 1 1 18 9 27 1 2 9 1 9 17 17 0 9 1 5 4 5 9 18 9 2 4 18 1
split_gain=0.000856889 0.00833623 0.000346829 0.000463114 0.000964256 0.000517567 0.000453933 0.000394296 0.000555052 0.000681675 0.00153693 0.000916042 0.000622756 0.00163309 0.000526844 0.000377486 0.000305529 0.000437628 0.000433134 0.000334463 0.000404566 0.00019753 0.000421745 0.000345814 0.000227483 0.000439445 0.000295116
threshold=-0.015724999999999999 -0.026109999999999998 -0.083684999999999996 -0.087734999999999994 -0.020999999999999998 0.084485000000000018 -0.032854999999999995 -0.081394999999999981 -0.076254999999999989 0.097510000000000027 -0.047239999999999997 0.11296000000000002 0.11012500000000003 0.26430000000000003 -0.082224999999999993 0.089105000000000018 0.18123500000000006 -0.067969999999999989 0.10495500000000003 -0.01554 0.084755000000000011 -0.10082999999999999 0.083760000000000015 -0.24151999999999998 0.095805000000000015 0.044095000000000009 -0.16272499999999998
decision_type=2 2 2 2 2 2 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 21 -5 -6 -4 14 12 10 -10 -11 15 -14 -8 -9 17 -1 -18 -19 -21 22 -2 -23 26 -26 -25
right_child=2 -3 6 4 5 -7 7 8 9 11 -12 -13 13 -15 -16 -17 18 19 -20 20 -22 23 -24 24 25 -27 -28
leaf_value=0.00030313388251725017 -5.7426437119348993e-05 -0.0014160271872378828 0.00024680597920858022 0.00053086179699962253 0.00028895972681717782 -0.00011983186326036954 -0.0003518830480761045 -7.8995544331331743e-05 -0.00042645080886697517 0.00023196127361344148 -6.2870334521596255e-05 -0.00010913503117817884 0.00067722128876814838 -8.3424846669787705e-06 4.8869422455124352e-05 4.7464426656226704e-05 -0.00031052237775851271 -0.00024466962268694079 4.9848213092544012e-05 -9.3171719593339905e-05 0.00021440194552215343 -0.00028414798806895007 0.00025276692574719968 -0.00016443426434394696 0.00034937979631634026 -3.8342174858834477e-05 1.2065509374071189e-05
leaf_weight=53 81 47 54 54 48 83 89 454 147 136 570 180 49 108 46 476 69 49 57 86 80 47 86 126 49 63 341
leaf_count=53 81 47 54 54 48 83 89 454 147 136 570 180 49 108 46 476 69 49 57 86 80 47 86 126 49 63 341
internal_value=0 -0.000163087 -1.4886e-05 3.4359e-05 0.000176165 2.37054e-05 -3.60988e-05 -4.32365e-05 -3.22776e-05 -8.46472e-05 -0.000138554 3.50753e-05 1.67372e-05 0.000200409 -0.000209266 -1.33896e-05 -1.15467e-05 4.62614e-05 -0.000141001 -1.32532e-05 5.01251e-05 2.44494e-07 9.74119e-05 -2.43695e-05 -1.86821e-06 0.000123977 -3.38025e-05
internal_weight=0 441 3287 978 185 131 2309 2255 2120 1033 717 316 1087 157 135 930 394 268 126 215 166 793 167 626 579 112 467
internal_count=3728 441 3287 978 185 131 2309 2255 2120 1033 717 316 1087 157 135 930 394 268 126 215 166 793 167 626 579 112 467
is_linear=0
shrinkage=0.0995203


Tree=9711
num_leaves=22
num_cat=0
split_feature=2 2 2 17 17 2 2 8 20 1 1 3 26 0 17 0 17 3 1 4 8
split_gain=0.000714017 0.00884633 0.00126081 0.000401779 0.000483396 0.000397693 0.00132432 0.00103927 0.000762911 0.000403475 0.000933943 0.000355597 0.000846506 0.000345199 0.000299679 0.0013527 0.000330332 0.000339525 0.000669496 0.00046715 0.000357732
threshold=-0.086414999999999992 -0.086775000000000005 -0.085804999999999992 -0.467555 -0.42946499999999999 -0.081734999999999988 -0.08237499999999999 -0.082844999999999988 -0.0094199999999999996 -0.083284999999999984 -0.088909999999999989 0.11642500000000001 0.086255000000000012 -0.066264999999999991 0.10178500000000003 -0.085794999999999996 1.0000000180025095e-35 0.10871500000000002 -0.0046399999999999992 0.10801000000000002 0.096835000000000018
decision_type=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 -2 11 -5 6 8 -8 -6 10 -7 12 -4 -11 16 -16 17 18 20 -19 -1
right_child=2 -3 3 4 5 9 7 -9 -10 13 -12 -13 -14 -15 15 -17 -18 19 -20 -21 -22
leaf_value=1.8377047082027781e-05 0.00039478332700864852 -0.0013935979296128323 -0.00032715395766519747 0.00029499908129748659 0.00019074032273397039 -1.8130608636281318e-06 0.00059441605974290318 0 -0.00010244874901994267 -7.2624331627054283e-05 0.00047535720341606886 -0.00035131515501389332 0.00014882784344452077 4.8315823275141704e-05 0.00015504944289224229 -0.0004904414785522216 0.00024994937140953211 0.00028885221143466001 -0.00034844235962339662 -8.4809023420970682e-05 -0.00023385520460213961
leaf_weight=407 76 50 66 52 122 243 72 51 310 1379 48 62 82 273 61 65 47 73 69 56 64
leaf_count=407 76 50 66 52 122 243 72 51 310 1379 48 62 82 273 61 65 47 73 69 56 64
internal_value=0 -0.000107114 -4.68214e-06 -1.59785e-05 -4.7499e-06 -1.13174e-05 6.24758e-05 0.000350917 -1.7755e-05 -3.2817e-05 7.40824e-05 -0.000148428 -5.79031e-05 -5.21429e-05 -2.97474e-05 -0.000171445 -3.66851e-06 -2.27099e-05 -5.83886e-05 0.000120297 -1.41585e-05
internal_weight=0 892 2836 2760 2550 2498 555 123 432 1943 291 210 148 1652 842 126 716 669 540 129 471
internal_count=3728 892 2836 2760 2550 2498 555 123 432 1943 291 210 148 1652 842 126 716 669 540 129 471
is_linear=0
shrinkage=0.0995203


Tree=9712
num_leaves=18
num_cat=0
split_feature=0 0 0 17 0 11 11 0 0 9 9 4 1 4 4 4 4
split_gain=0.00217906 0.0300682 0.0498415 0.000670303 0.000576766 0.000295786 0.000463225 0.000308947 0.000641656 0.00067938 0.000580795 0.000316452 0.000261586 0.000244919 0.000641025 0.000887474 0.000912021
threshold=-0.087300000000000003 -0.088694999999999982 -0.088174999999999989 -0.0069749999999999994 -0.086775000000000005 -0.37506 -0.075149999999999981 -0.085754999999999984 -0.084269999999999998 0.084435000000000024 0.08488500000000003 0.11670500000000002 0.50644500000000015 0.12498500000000003 0.11374000000000002 0.10925500000000002 0.10533000000000002
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 -2 -6 -7 10 9 -9 -8 -10 13 14 15 16 -1
right_child=4 2 3 -5 5 6 7 8 11 -11 -12 -13 -14 -15 -16 -17 -18
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leaf_weight=921 65 48 47 46 48 90 46 67 1722 127 73 161 82 69 55 46 53
leaf_count=921 65 48 47 46 48 90 46 67 1722 127 73 161 82 69 55 46 53
internal_value=0 -0.000145246 -0.0015216 -0.000168177 1.19144e-05 3.41612e-06 -1.36171e-06 7.34701e-06 1.66367e-05 0.00018899 -0.000147914 -6.85573e-07 1.23783e-05 2.53039e-05 1.28243e-05 3.14008e-05 1.03662e-05
internal_weight=0 1367 141 93 2399 2334 2286 2196 2077 194 119 1883 1226 1144 1075 1020 974
internal_count=3766 1367 141 93 2399 2334 2286 2196 2077 194 119 1883 1226 1144 1075 1020 974
is_linear=0
shrinkage=0.0995203


Tree=9713
num_leaves=32
num_cat=0
split_feature=5 5 2 6 9 18 5 5 8 3 9 1 9 5 6 8 26 9 4 9 7 17 17 17 26 26 17 9 9 26 5
split_gain=0.0036089 0.0178528 0.0404826 0.000515187 0.000371095 0.000444477 0.00129426 0.000831256 0.000956642 0.000675438 0.0018859 0.0010418 0.000777528 0.000390559 0.000445654 0.000552222 0.000315745 0.000480529 0.0013602 0.000753633 0.000402367 0.000303669 0.000863558 0.000979036 0.000435942 0.00059657 0.000433525 0.000294253 0.000291417 0.00118812 0.000986803
threshold=-0.093384999999999982 -0.13803499999999999 -0.080555000000000002 -0.101065 0.087155000000000024 0.090285000000000018 -0.07965499999999999 -0.07965499999999999 -0.08731499999999999 0.094045000000000031 0.09697500000000002 -0.079434999999999992 0.10263500000000002 -0.045014999999999993 0.11690000000000002 -0.082934999999999995 -0.095449999999999993 0.11408000000000003 0.13849500000000003 0.10125500000000003 0.076760000000000023 -0.0046399999999999992 -0.0090649999999999984 -0.012064999999999999 0.090170000000000014 0.087745000000000031 -0.000475 0.094010000000000024 0.085075000000000026 0.084735000000000019 -0.025879999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 6 -6 8 -7 11 -11 -9 -12 -8 15 -15 27 18 19 20 -18 22 23 24 25 -2 -23 -1 29 30 -28
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leaf_weight=46 758 64 49 71 48 51 58 60 53 65 47 46 84 139 87 701 444 49 89 46 46 64 79 58 69 61 64 48 71 64 87
leaf_count=46 758 64 49 71 48 51 58 60 53 65 47 46 84 139 87 701 444 49 89 46 46 64 79 58 69 61 64 48 71 64 87
internal_value=0 -0.000207938 -0.00108843 -3.54441e-06 1.60148e-05 -1.88945e-05 -5.40146e-05 6.84467e-05 0.000311444 -1.25238e-05 9.4032e-05 -0.000217274 -0.000118326 -2.85472e-05 -4.4957e-05 -2.16843e-05 1.94687e-06 2.68278e-05 5.14599e-05 -6.86599e-06 2.77333e-05 5.31442e-05 2.4829e-05 5.19614e-05 2.51091e-05 3.85326e-06 0.000133728 -0.000167746 7.76864e-05 1.58594e-05 0.000171787
internal_weight=0 952 184 120 2814 1439 1033 406 104 302 196 106 131 985 927 840 768 674 625 536 490 1375 1025 946 888 819 350 94 286 215 151
internal_count=3766 952 184 120 2814 1439 1033 406 104 302 196 106 131 985 927 840 768 674 625 536 490 1375 1025 946 888 819 350 94 286 215 151
is_linear=0
shrinkage=0.0995203


Tree=9714
num_leaves=36
num_cat=0
split_feature=5 5 0 9 18 18 26 9 26 26 29 2 5 5 26 26 17 26 26 17 17 5 26 26 5 26 17 9 4 4 20 20 26 0 9
split_gain=0.00316264 0.022901 0.0570824 0.000450592 0.000481422 0.00148266 0.000715227 0.00185496 0.000423464 0.000547848 0.000393052 0.000334377 0.000328652 0.0007738 0.000771295 0.000997598 0.000507002 0.000376627 0.000316641 0.00030966 0.000768998 0.000759057 0.000453945 0.00161244 0.000339571 0.000288579 0.000497991 0.000916765 0.000417457 0.000765487 0.000667587 0.000401788 0.00028313 0.000282346 0.000222731
threshold=-0.09583499999999999 -0.13803499999999999 -0.095339999999999994 0.086555000000000021 0.090285000000000018 0.087065000000000017 0.11746500000000003 0.097510000000000027 0.094935000000000033 0.089485000000000023 -0.077709999999999987 -0.078994999999999996 -0.0078499999999999976 -0.0042299999999999994 0.090385000000000021 0.09271500000000002 0.26430000000000003 0.090170000000000014 0.085075000000000026 -0.089699999999999988 -0.10811499999999999 -0.090164999999999995 0.089795000000000028 0.08777500000000002 -0.0031649999999999998 0.10439000000000002 0.25342000000000009 0.088405000000000025 0.13849500000000003 0.10533000000000002 -0.042414999999999994 -0.0070099999999999997 -0.083385000000000001 -0.081604999999999997 0.093335000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 -3 10 5 12 8 -8 9 18 32 -10 14 -14 16 -16 -5 -15 -6 20 24 -21 23 -23 -12 26 28 -28 29 31 -31 -1 -2 -26 -27
right_child=3 2 -4 4 6 -7 7 -9 11 -11 19 -13 13 17 15 -17 -18 -19 -20 21 -22 22 -24 -25 33 34 27 -29 -30 30 -32 -33 -34 -35 -36
leaf_value=0.00016222873531175402 5.0667221286658881e-06 0.00020304904689319618 -0.0041889270418900811 5.1058363039934616e-06 8.7580202826805032e-05 -0.00059880849437141809 0.00075113566288158176 -6.801526100394947e-05 1.3053612726802435e-05 0.00029795792638986928 0.00024994643675857795 -0.00030347889734791221 -0.00046173671538937922 3.1954767030661187e-05 0.00054197711083259963 1.6173605037023326e-05 -0.00036974731655591437 -0.00011398114519407832 -0.00022846797228437787 0.00046331290274479381 -0.00030133271609594146 5.0021419190234995e-05 -0.00020554657934454784 0.00055202035569725612 -0.00010678506463539411 -0.00030740355098145435 0.00055824544454726507 -3.5905757047993036e-05 0.00019442770564168159 -0.0005106826044019594 -8.5334505991339289e-05 -8.57216204630476e-05 -0.00027755235703234431 9.5397796075049192e-05 0
leaf_weight=167 85 77 47 124 73 48 48 60 56 74 78 67 47 337 57 105 48 351 53 58 67 581 48 72 113 49 46 53 84 49 173 101 54 170 46
leaf_count=167 85 77 47 124 73 48 48 60 56 74 78 67 47 337 57 105 48 351 53 58 67 581 48 72 113 49 46 53 84 49 173 101 54 170 46
internal_value=0 -0.000200094 -0.00145505 1.42134e-05 -2.18764e-05 -5.67487e-05 6.66009e-05 0.000288472 -5.05077e-06 8.16672e-05 5.69629e-05 -0.000152711 -3.16434e-05 -6.93065e-05 4.87869e-05 0.000206232 -9.4745e-05 -4.13081e-05 -3.88637e-05 7.58972e-05 6.16545e-06 0.00011414 8.40823e-05 0.000106626 6.55034e-05 1.46382e-06 2.54368e-05 0.000231896 -8.7458e-06 -4.52462e-05 -0.000182905 6.57302e-05 -9.88384e-05 1.17749e-05 -0.000159749
internal_weight=0 892 124 2874 1548 1117 431 108 323 200 1326 123 1069 735 334 162 172 688 126 1187 428 759 701 653 361 768 673 99 574 490 222 268 139 283 95
internal_count=3766 892 124 2874 1548 1117 431 108 323 200 1326 123 1069 735 334 162 172 688 126 1187 428 759 701 653 361 768 673 99 574 490 222 268 139 283 95
is_linear=0
shrinkage=0.0995203


Tree=9715
num_leaves=33
num_cat=0
split_feature=5 5 0 9 0 21 6 5 5 0 17 8 9 9 9 5 9 6 6 0 5 6 18 18 18 17 9 4 8 0 4 17
split_gain=0.00256926 0.0185446 0.0463076 0.000365144 0.000445515 0.00105647 0.00104675 0.000779278 0.000434167 0.000994257 0.00119708 0.00126215 0.000445992 0.000943159 0.000823115 0.000565293 0.000651208 0.000295259 0.000692694 0.00158511 0.00143703 0.000600492 0.000302467 0.000803322 0.000576729 0.000261113 0.00036545 0.00109393 0.00184105 0.00058303 0.000496524 0.000382238
threshold=-0.09583499999999999 -0.13803499999999999 -0.095339999999999994 0.086555000000000021 -0.084834999999999994 0.096085000000000018 0.089315000000000019 -0.056974999999999998 -0.066919999999999993 -0.071799999999999989 0.059130000000000009 -0.071594999999999992 0.088510000000000019 0.08938500000000002 0.091615000000000016 -0.0060949999999999997 0.087635000000000032 0.10384500000000003 0.087765000000000024 -0.085794999999999996 -0.0078499999999999976 0.086520000000000027 -0.010395 -0.088855000000000003 -0.0051099999999999991 -0.008069999999999999 0.11408000000000003 0.13849500000000003 -0.39070999999999995 -0.096359999999999987 0.12205500000000002 0.047990000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 -3 17 5 6 7 -5 9 10 11 -6 15 -14 -15 -10 -17 18 21 -20 -21 22 23 -2 -24 -1 27 29 -29 31 -31 -27
right_child=3 2 -4 4 8 -7 -8 -9 12 -11 -12 -13 13 14 -16 16 -18 -19 19 20 -22 -23 24 -25 -26 26 -28 28 -30 30 -32 -33
leaf_value=0.00020886608747495121 -2.2239130899178461e-07 0.0001828416469236577 -0.0037720441643279428 -0.00015491547633431343 9.1872925242726447e-05 0.00018195982045563698 9.0355039988568973e-05 -0.00061624906226660824 -0.00013618543725892076 0.00044907173235875187 0.00037176774311063439 -0.00057903942120046854 -0.00043121065763312999 0.00020228115719132347 -6.6479300074860425e-05 0 0.0005121098438922528 -0.0001397534310743495 0.00073714611305943491 -0.00033395671357801048 0.00039444324725324941 -0.00021925206575632226 -0.0003300351943670897 0.00023708632116750173 3.4503810895096504e-05 -6.7410226105130218e-05 -0.00022093025867192808 -0.00010152669085131236 0.00076627245006033299 -8.704267470858498e-05 -0.00047316944979203522 0.00013924430569402558
leaf_weight=56 306 77 47 82 62 77 63 75 48 68 56 48 60 135 671 50 53 73 48 51 56 84 48 252 408 180 76 47 47 146 46 170
leaf_count=56 306 77 47 82 62 77 63 75 48 68 56 48 60 135 671 50 53 73 48 51 56 84 48 252 408 180 76 47 47 146 46 170
internal_value=0 -0.000180284 -0.00130959 1.28556e-05 -1.9594e-05 -0.000129292 -0.000241952 -0.000380512 5.79514e-06 0.000128533 0 -0.000193447 -2.16405e-05 -4.98525e-05 -2.04479e-05 0.000134737 0.00026894 5.13554e-05 6.31427e-05 0.000260904 3.96113e-05 3.44801e-05 5.63066e-05 0.000105482 -2.07351e-06 9.85217e-07 -1.42152e-05 9.19944e-06 0.000323664 -4.38284e-05 -0.000183816 3.06259e-05
internal_weight=0 892 124 2874 1548 297 220 157 1251 234 166 110 1017 866 806 151 103 1326 1253 155 107 1098 1014 558 456 768 712 636 94 542 192 350
internal_count=3766 892 124 2874 1548 297 220 157 1251 234 166 110 1017 866 806 151 103 1326 1253 155 107 1098 1014 558 456 768 712 636 94 542 192 350
is_linear=0
shrinkage=0.0995203


Tree=9716
num_leaves=22
num_cat=0
split_feature=22 5 17 1 3 5 0 26 1 5 4 5 8 26 8 8 8 5 22 1 9
split_gain=0.0287721 0.00237459 0.0118046 0.00366102 0.0150979 0.00132908 0.00136359 0.000825029 0.000974636 0.000438318 0.000953055 0.000763312 0.00117067 0.000839144 0.000477456 0.000433114 0.000500066 0.00089651 0.000353204 0.000646352 0.000266596
threshold=0.13292500000000004 -0.14035499999999998 -0.0088649999999999996 0.05340000000000001 0.09940000000000003 -0.095609999999999987 -0.096019999999999994 -0.054024999999999997 0.067120000000000027 -0.52356999999999998 0.10533000000000002 -0.49053999999999998 0.10649000000000002 -0.0016799999999999999 -0.0061900000000000002 -0.0083949999999999979 -0.046889999999999994 -0.0018599999999999999 0.079065000000000024 1.0000000180025095e-35 0.09649000000000002
decision_type=2 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 6 -3 -6 -9 10 -4 13 14 -11 -13 16 20 -18 19 -17 -7
right_child=-2 3 9 4 7 15 -8 8 -10 11 -12 12 -14 -15 -16 18 17 -19 -20 -21 -22
leaf_value=-0.001613993545498133 0.0025280312854004099 1.0920756189874416e-05 8.9932606698997416e-05 0.0020145714610332946 0.00034670165978008434 1.2889336546618656e-05 0.0007272167807364921 0.00014126246120212894 -0.00041176819630290879 0.00052366282750175032 -0.00039270387409151184 -4.0577168818311104e-05 -0.00051495601543804928 0 0.00025970715862183168 -4.1791195116943293e-05 0.00051518529432235342 -4.6372654341572607e-05 0.00015715326281979906 -0.00037583187676633334 0.00013256734731560029
leaf_weight=50 46 56 71 48 55 1735 54 65 59 55 88 283 47 62 64 468 58 50 65 67 210
leaf_count=50 46 56 71 48 55 1735 54 65 59 55 88 283 47 62 64 468 58 50 65 67 210
internal_value=0 2.32998e-05 -0.000138599 6.25592e-05 0.000447024 3.06764e-05 0.000369999 2.21024e-05 -0.000115271 -2.72726e-05 -0.000172038 1.61699e-05 -4.83884e-05 0.000240568 1.24476e-05 1.62986e-05 3.82771e-05 0.000247625 -5.75401e-05 -8.51545e-05 2.62318e-05
internal_weight=0 3710 720 2990 227 2763 110 179 124 670 159 511 394 117 347 2653 2053 108 600 535 1945
internal_count=3756 3710 720 2990 227 2763 110 179 124 670 159 511 394 117 347 2653 2053 108 600 535 1945
is_linear=0
shrinkage=0.0995203


Tree=9717
num_leaves=27
num_cat=0
split_feature=22 18 5 5 5 0 5 20 10 2 5 20 4 20 5 29 3 4 4 3 9 26 5 21 3 2
split_gain=0.0233284 0.0020711 0.0155751 0.00135295 0.0121158 0.000537 0.000513231 0.000502988 0.0004891 0.000436024 0.00116382 0.00261444 0.000767869 0.000637041 0.000429004 0.000411895 0.000476184 0.000346012 0.000549169 0.000337939 0.00024921 0.000505363 0.000442205 0.00158852 0.000440365 0.000300719
threshold=0.13292500000000004 -0.10387 -0.0080599999999999995 -0.16183 -0.22999499999999998 -0.17809 -0.000475 -0.042414999999999994 0.086030000000000023 0.0049750000000000011 -0.09583499999999999 -0.077299999999999994 0.087495000000000031 -0.053499999999999999 -0.0038499999999999997 -0.077709999999999987 0.11275500000000002 0.13707500000000003 0.11905500000000004 0.14058000000000004 0.089105000000000018 0.097125000000000031 0.40898000000000007 0.10940500000000002 0.086775000000000033 -0.0023849999999999995
decision_type=2 2 2 2 2 2 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 7 9 -3 15 10 11 -5 -11 -14 -12 -8 -17 18 -7 -19 24 22 -22 -24 -4 -26
right_child=-2 3 20 6 -6 17 8 -9 -10 12 14 -13 13 -15 -16 16 -18 19 -20 -21 21 -23 23 -25 25 -27
leaf_value=0.0019156085509005386 0.0022764410496040255 -0.00045635807522967267 0.00014799073257371929 -0.00016730981232383527 -0.0016747832622443352 6.3772962962586525e-06 -0.00029840164681188764 0 -0.00033745533082052637 -0.00035678060213037628 2.4086836137597239e-05 0.00058167721980006493 0.00031875393682498566 -0.00018171623621394178 0.0002466027442085997 -4.2638852694682171e-05 0.00015915587643060123 -0.00032312828630670252 0.0002933702985434527 1.6340879796474222e-05 -6.9477385719338237e-05 -0.00019439610334819806 0.00070428572771154936 0 -0.00036432962866076064 -2.5185089786512047e-05
leaf_weight=48 46 48 57 72 47 290 49 52 52 68 1370 122 52 47 93 546 147 48 88 63 53 48 50 85 52 63
leaf_count=48 46 48 57 72 47 290 49 52 52 68 1370 122 52 47 93 546 147 48 88 63 53 48 50 85 52 63
internal_value=0 2.10293e-05 0.000219716 -6.56207e-06 -0.000136957 -1.28546e-05 2.48026e-05 -0.000223939 -4.14016e-05 5.40706e-05 6.98069e-05 0.000299483 -9.71649e-05 7.28881e-05 3.87913e-05 -1.95507e-05 0 2.86379e-05 7.53562e-05 -0.000123082 1.81921e-05 8.61751e-05 0.000162165 0.00025917 -7.03275e-05 -0.000185656
internal_weight=0 3710 456 3254 636 589 2618 100 794 1824 1657 194 167 99 1463 742 693 489 378 111 408 236 188 135 172 115
internal_count=3756 3710 456 3254 636 589 2618 100 794 1824 1657 194 167 99 1463 742 693 489 378 111 408 236 188 135 172 115
is_linear=0
shrinkage=0.0995203


Tree=9718
num_leaves=22
num_cat=0
split_feature=27 1 1 1 17 1 0 9 5 5 20 6 0 8 0 2 5 6 9 9 1
split_gain=0.0212204 0.00208413 0.0131485 0.00673424 0.0103434 0.000728073 0.00111039 0.000746901 0.00148487 0.000580982 0.000449027 0.0013043 0.00084119 0.000829024 0.000469852 0.000435341 0.000416256 0.00040678 0.000368722 0.000851461 0.000541207
threshold=0.11470500000000003 0.064860000000000015 0.078505000000000019 0.054560000000000004 -0.44659499999999996 0.18123500000000006 -0.1021 0.11408000000000003 -0.40939500000000001 -0.013050000000000001 -0.009049999999999999 -0.097455 -0.087394999999999987 -0.092984999999999998 -0.071799999999999989 -0.086254999999999984 -0.011764999999999999 -0.46885499999999997 0.098720000000000016 0.096385000000000012 -0.073104999999999989
decision_type=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 9 -5 6 -4 8 17 10 11 -1 13 -12 -14 -13 -11 -7 19 -18 -20
right_child=-2 2 5 4 -6 7 -8 -9 -10 16 12 15 14 -15 -16 -17 18 -19 20 -21 -22
leaf_value=-0.00047912374229983296 0.0018265767766469921 -0.0016057077911515384 -0.00016243939893123652 -8.7350827465894492e-05 0.0019068388715342093 7.7685450721558355e-05 0.00042514403539413187 -0.00044307126063168351 0.00047036722868379853 -0.00027854520309609322 7.0288139849261364e-05 0.00022364304750876725 -8.9963117330951005e-06 0.00042800827015194315 0.00019107739044838806 -5.8578268794786344e-06 -9.1086607924924944e-06 -0.00015343118192988537 -0.00036587957407833597 0.00038709137639584212 0
leaf_weight=52 65 56 50 54 48 96 81 48 52 60 131 106 430 139 156 332 1277 296 68 56 103
leaf_count=52 65 56 50 54 48 96 81 48 52 60 131 106 430 139 156 332 1277 296 68 56 103
internal_value=0 1.23289e-05 -0.000144877 4.80398e-05 0.000843066 -1.22517e-05 0.000194627 -6.8999e-05 -2.6715e-05 1.98916e-05 6.79699e-05 -6.43486e-06 0.000111518 0.00025748 4.28687e-05 4.78145e-05 -2.09619e-05 -9.47429e-05 -1.01417e-05 6.92179e-06 -0.000147944
internal_weight=0 3691 679 3012 102 623 131 492 444 2910 1346 490 856 270 586 438 1564 392 1504 1333 171
internal_count=3756 3691 679 3012 102 623 131 492 444 2910 1346 490 856 270 586 438 1564 392 1504 1333 171
is_linear=0
shrinkage=0.0995203


Tree=9719
num_leaves=22
num_cat=0
split_feature=10 5 5 0 0 5 5 20 0 9 9 3 17 20 2 2 4 17 20 0 0
split_gain=0.0234628 0.00185802 0.00975813 0.00193732 0.0128916 0.00100076 0.00218219 0.000603006 0.000549229 0.000597674 0.00118959 0.000496726 0.000361384 0.000302009 0.000604989 0.00078109 0.000295759 0.000514112 0.00038788 0.000277291 0.000529864
threshold=0.096215000000000023 -0.16183 -0.22999499999999998 -0.13056499999999996 -0.142265 -0.09583499999999999 -0.11517000000000001 -0.052259999999999994 -0.18357499999999999 0.11408000000000003 0.098180000000000031 0.11663500000000003 0.11639500000000001 0.0013750000000000004 -0.075899999999999995 -0.017704999999999995 0.087270000000000028 -0.072334999999999997 -0.0065649999999999997 -0.10096999999999999 -0.093765000000000001
decision_type=2 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 16 6 7 -5 11 10 12 -1 -10 19 -15 -16 17 -3 -18 -7 -21
right_child=-2 3 -4 5 -6 13 -8 -9 9 -11 -12 -13 -14 14 15 -17 18 -19 -20 20 -22
leaf_value=-2.170274571004564e-05 0.0021186946796786861 8.1234207088715332e-05 -0.0015419181215335998 -0.00019932223545878429 0.0017222433182900964 -0.00021893232678824509 0.00067890647314491675 0.00025662880551924967 -6.8213432623073059e-05 -0.00026598774119816456 0.00052562618113228849 -0.00048372843741823 0.00014981282233115069 8.8572801315585478e-05 -0.00058135777318574634 -2.4153155311910787e-05 0.00025830185180719672 -0.0003488647967646883 -9.490049295833278e-05 0.00026371711871200931 5.6657459096254231e-06
leaf_weight=53 53 47 46 73 51 51 70 47 264 67 47 47 105 73 47 60 60 59 59 82 2295
leaf_count=53 53 47 46 73 51 51 70 47 264 67 47 47 105 73 47 60 60 59 59 82 2295
internal_value=0 9.53608e-06 -0.000146019 4.16319e-05 0.000293364 1.6508e-05 0.000237024 -1.39195e-05 -3.44749e-05 7.83984e-06 5.39098e-05 -0.000247041 -3.95493e-06 1.28951e-07 -0.000123929 -0.000276557 -2.68774e-05 -0.000150438 7.63055e-05 9.66316e-06 1.49122e-05
internal_weight=0 3703 629 3074 276 2798 190 120 583 483 416 100 369 2608 180 107 225 106 119 2428 2377
internal_count=3756 3703 629 3074 276 2798 190 120 583 483 416 100 369 2608 180 107 225 106 119 2428 2377
is_linear=0
shrinkage=0.0995203


Tree=9720
num_leaves=17
num_cat=0
split_feature=19 17 2 18 22 10 5 2 2 1 2 6 2 0 4 5
split_gain=0.013244 0.00150178 0.00151665 0.0100785 0.00110107 0.000968495 0.000801537 0.00117018 0.00167596 0.000606655 0.000973926 0.000605971 0.000520572 0.000274755 0.000291482 0.000224419
threshold=0.14061500000000002 -0.55380499999999999 -0.11700999999999999 -0.094939999999999997 0.12953000000000006 0.078065000000000023 -0.095609999999999987 -0.080914999999999987 -0.082704999999999987 0.05309500000000001 -0.077054999999999998 -0.097455 -0.14531999999999998 -0.061654999999999995 0.087270000000000028 -0.084089999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 6 -1 7 8 -4 15 -11 -9 13 14 -5 -8
right_child=-2 2 4 12 -6 -7 9 11 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.00067908242381831975 0.0016673522887253093 0.0015347514746314303 4.7764755728701663e-05 9.6440973960398244e-05 -0.00047203695765851071 -9.2791329452221119e-05 -9.9145324233555586e-05 -4.1227694398645311e-05 0.00079845944787778267 -0.00052448886844693864 -1.3042507065721605e-05 0.00015985527147245585 -0.0003001358645503607 0.00019590181683533538 -0.0002261794864669179 8.8536712561104345e-08
leaf_weight=50 48 49 72 57 49 72 251 374 53 61 102 242 55 75 51 2081
leaf_count=50 48 49 72 57 49 72 251 374 53 61 102 242 55 75 51 2081
internal_value=0 3.2829e-06 1.52294e-05 0.000234669 -3.69314e-06 -0.000339785 3.14562e-06 9.42536e-05 0.000372608 -2.35848e-05 -0.000209465 3.64403e-05 -2.95556e-05 4.7293e-05 -4.83277e-05 -1.02413e-05
internal_weight=0 3694 3572 287 3285 122 3236 741 125 2495 163 616 238 183 108 2332
internal_count=3742 3694 3572 287 3285 122 3236 741 125 2495 163 616 238 183 108 2332
is_linear=0
shrinkage=0.0995203


Tree=9721
num_leaves=21
num_cat=0
split_feature=17 2 5 18 17 17 22 11 9 9 2 2 18 17 9 1 9 20 9 2
split_gain=0.00506046 0.00824763 0.00131194 0.00982588 0.000672639 0.00136862 0.000640373 0.000455712 0.000403248 0.000951914 0.000591021 0.00133079 0.00071696 0.000700059 0.000386318 0.00126142 0.00108324 0.000345593 0.000482114 0.000220354
threshold=0.51544000000000012 -0.080069999999999988 -0.000475 -0.10387 -0.56005499999999986 -0.57205499999999987 0.12676500000000004 -0.15511999999999998 0.088610000000000008 0.087495000000000031 -0.073884999999999992 -0.076854999999999993 -0.060544999999999995 -0.030214999999999999 0.097365000000000021 -0.06921999999999999 0.095415000000000014 0.0013750000000000004 -0.090699999999999989 -0.063744999999999982
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 -4 7 -5 9 17 11 12 -10 19 16 -16 -9 18 -6 -12
right_child=1 -3 4 6 8 -7 -8 14 10 -11 13 -13 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0013220093613776427 0.0016863346333690563 1.4716836867844761e-05 0 0.00026879767352997548 0.00022142363779618736 -0.00072604880998694446 -0.00035227421897000925 7.92170095640604e-06 -0.00022698598362144346 0.0003447571160025253 -0.00025509828273222814 -0.00068339170494929381 7.1967121190324849e-05 0.00032548298476829397 0.00058899770496732254 2.5978268184391606e-05 -0.0003905709183302999 -0.00028217439724793301 -6.9004467635671294e-05 1.8129820691697176e-05
leaf_weight=58 47 80 53 70 68 47 47 1890 214 69 53 48 121 55 47 268 70 57 326 54
leaf_count=58 47 80 53 70 68 47 47 1890 214 69 53 48 121 55 47 268 70 57 326 54
internal_value=0 0.000639793 4.12196e-07 4.19796e-05 -8.63015e-05 -0.000334974 1.05998e-05 1.82218e-05 -6.21832e-05 0 -0.000122002 -0.000189738 -0.000116562 3.30887e-05 1.0152e-05 0.000112583 -5.89252e-06 -5.21565e-05 -1.68021e-05 -0.000109557
internal_weight=0 127 3615 2450 1165 100 2392 2345 1065 520 545 383 335 162 2275 315 1960 451 394 107
internal_count=3742 127 3615 2450 1165 100 2392 2345 1065 520 545 383 335 162 2275 315 1960 451 394 107
is_linear=0
shrinkage=0.0995203


Tree=9722
num_leaves=19
num_cat=0
split_feature=19 0 18 17 2 2 5 5 0 5 2 5 21 17 3 3 19 6
split_gain=0.0106783 0.00104339 0.0120582 0.000927604 0.000816098 0.000795883 0.000630048 0.00318099 0.000610291 0.000566719 0.000606437 0.00049943 0.000498445 0.000588969 0.000384659 0.000825774 0.000677547 0.000358495
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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 14 7 9 -8 10 -5 -11 17 -14 16 -16 -4 -10
right_child=-2 3 4 6 -6 -7 8 -9 12 11 -12 -13 13 -15 15 -17 -18 -19
leaf_value=0.0016688755278124747 0.00149501810364071 -0.00033834147867908474 -0.00012982349912054271 2.6447133035038388e-05 0.00038977086889912773 -0.00032635410872895303 -0.00035720702146228861 0.00073762955817886875 -0.0002804679883942638 0.00027202851032054613 -0.00029525473441916627 -3.2321324837230056e-05 -0.00047667860402927703 0 0.00043543270318344802 -1.4811466342741358e-05 0.00028043889929179418 -1.0051511601200773e-05
leaf_weight=46 48 90 239 122 48 81 57 65 50 99 104 107 52 51 58 122 47 2256
leaf_count=46 48 90 239 122 48 81 57 65 50 99 104 107 52 51 58 122 47 2256
internal_value=0 8.04965e-07 0.000116449 -2.32072e-05 -2.19515e-06 -3.80873e-05 -1.33588e-05 8.84073e-05 -3.42008e-05 -7.38166e-06 -0.00011797 0.00010997 -2.62182e-05 -0.000240998 1.02625e-05 0.000125719 -5.95404e-05 -1.62698e-05
internal_weight=0 3694 641 3053 595 547 2963 497 2466 432 226 206 2409 103 466 180 286 2306
internal_count=3742 3694 641 3053 595 547 2963 497 2466 432 226 206 2409 103 466 180 286 2306
is_linear=0
shrinkage=0.0995203


Tree=9723
num_leaves=18
num_cat=0
split_feature=19 26 26 5 5 2 1 2 17 5 1 1 26 22 26 11 0
split_gain=0.0086595 0.00111855 0.0240406 0.000768526 0.000543536 0.000761695 0.000773459 0.000770361 0.000502222 0.000552123 0.000483974 0.00169887 0.000445649 0.000355798 0.000333639 0.000761134 0.000155845
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decision_type=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 -5 -10 -1 -12 -11 14 16 -16 -13
right_child=-2 2 3 8 -6 7 -8 -9 9 12 11 13 -14 -15 15 -17 -18
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leaf_weight=85 48 48 157 52 77 197 108 707 65 82 58 48 817 46 71 1022 54
leaf_count=85 48 48 157 52 77 197 108 707 65 82 58 48 817 46 71 1022 54
internal_value=0 6.35685e-07 4.3244e-05 -3.1631e-06 4.88382e-05 3.11876e-05 -0.000115977 7.52332e-05 -6.77421e-05 -5.05064e-05 -6.98893e-05 -8.53535e-05 -2.92539e-05 -6.00172e-05 -4.87586e-05 -3.18179e-05 -0.000222264
internal_weight=0 3694 2310 2262 1246 1169 265 904 1016 964 1384 1299 899 1241 1195 1093 102
internal_count=3742 3694 2310 2262 1246 1169 265 904 1016 964 1384 1299 899 1241 1195 1093 102
is_linear=0
shrinkage=0.0995203


Tree=9724
num_leaves=13
num_cat=0
split_feature=18 10 17 3 26 0 7 1 18 9 8 18
split_gain=0.0243959 0.000775189 0.000853615 0.000742532 0.0022279 0.00224924 0.000570942 0.000553811 0.000590857 0.000516783 0.000830953 0.000475328
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -5 -4 -9 10 -8 -11
right_child=-2 -3 3 6 5 -7 9 8 -10 11 -12 -13
leaf_value=0.00031756503975331908 -0.0018601743189896466 -0.00028767808043513867 0.0002992182632654179 0.00029544718782835406 0.0010172897079633854 1.4489592255583997e-05 0 -0.00020818172008563572 2.5759668645941931e-05 5.6712734355581507e-05 -0.00018166971562474384 -0.00014383877135137616
leaf_weight=87 71 89 68 47 46 46 461 115 1473 535 551 149
leaf_count=87 71 89 68 47 46 46 461 115 1473 535 551 149
internal_value=0 2.15351e-06 9.59164e-06 1.68207e-06 4.77398e-05 0.000524788 -4.40381e-05 2.07427e-05 8.30256e-06 -5.39287e-05 -9.91822e-05 1.18285e-05
internal_weight=0 3667 3578 3491 1748 92 1743 1656 1588 1696 1012 684
internal_count=3738 3667 3578 3491 1748 92 1743 1656 1588 1696 1012 684
is_linear=0
shrinkage=0.0995203


Tree=9725
num_leaves=18
num_cat=0
split_feature=1 0 0 1 2 10 17 0 7 5 2 6 6 17 2 21 20
split_gain=0.00873878 0.00131556 0.00803488 0.000763608 0.00123565 0.000765043 0.000646705 0.000795764 0.000582636 0.000514796 0.000359732 0.000320403 0.000561512 0.000815998 0.000548472 0.000461799 0.00042837
threshold=-0.55579999999999996 -0.097180000000000002 -0.098749999999999991 -0.50290499999999982 0.096520000000000022 0.090150000000000022 -0.56005499999999986 0.019150000000000004 -0.074779999999999999 -0.09583499999999999 -0.018864999999999996 -0.083069999999999991 -0.104035 -0.067414999999999989 -0.112555 -0.084759999999999988 -0.0033999999999999998
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 -3 6 -5 9 -2 -8 -9 12 16 -14 -13 -16 -10
right_child=1 3 -4 5 -6 -7 7 10 11 -11 -12 14 13 -15 15 -17 -18
leaf_value=-0.0013236055947940973 0.00026995146399584098 0 -0.0013449737415257199 0.00037925686819378722 0.00064458123649954019 -0.00037571668835241468 0.00013905546403505974 -0.00033742944143897699 9.5647581415129421e-05 5.0628701697768545e-06 0 -0.00020877776173279506 -2.3853494622085833e-05 -0.00052218886473355314 -0.00017830484505405373 0.00015602815999657345 -0.00015275736782462951
leaf_weight=51 54 74 50 48 50 50 330 91 122 2150 50 86 66 72 50 192 152
leaf_count=51 54 74 50 48 50 50 330 91 122 2150 50 86 66 72 50 192 152
internal_value=0 -1.1538e-05 -0.000120786 2.06065e-05 0.000262372 9.27968e-06 1.67988e-05 9.84852e-06 -4.2665e-05 2.32226e-05 -0.000219578 -6.65839e-05 -0.000125099 -0.000289787 4.42077e-06 8.35683e-05 -3.9166e-05
internal_weight=0 3687 844 2843 124 2719 2669 2621 794 2480 141 740 412 138 328 242 274
internal_count=3738 3687 844 2843 124 2719 2669 2621 794 2480 141 740 412 138 328 242 274
is_linear=0
shrinkage=0.0995203


Tree=9726
num_leaves=20
num_cat=0
split_feature=18 1 2 18 2 2 2 2 3 4 9 4 27 8 18 7 9 8 26
split_gain=0.0193596 0.000672998 0.000757248 0.0011333 0.000689086 0.000617262 0.0050778 0.000641758 0.00117491 0.000509101 0.000411357 0.000426578 0.000504252 0.000364295 0.000343286 0.000275434 0.000302739 0.000456865 0.000390226
threshold=0.26473000000000008 -0.50290499999999982 -0.10598499999999998 -0.057764999999999997 0.096520000000000022 -0.081915000000000002 -0.082275000000000001 -0.083769999999999997 0.091405000000000028 0.095545000000000033 0.10341500000000002 0.077765000000000015 0.078330000000000025 1.0000000180025095e-35 -0.12363 -0.075879999999999989 0.11479000000000002 -0.051259999999999993 0.26711000000000013
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 14 9 6 7 13 -9 -1 11 -5 -13 -4 -3 -7 18 -18 -17
right_child=-2 2 5 10 -6 15 -8 8 -10 -11 -12 12 -14 -15 -16 16 17 -19 -20
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leaf_weight=59 71 54 700 63 58 67 74 188 64 46 53 48 71 96 50 1713 82 114 67
leaf_count=59 71 54 700 63 58 67 74 188 64 46 53 48 71 96 50 1713 82 114 67
internal_value=0 4.56495e-06 -4.40201e-06 -0.000145929 0.000202349 1.04981e-05 6.99782e-05 1.29263e-05 -0.000124467 4.16437e-05 -2.11924e-05 4.605e-05 0.000160365 5.7451e-05 -0.000419914 -2.17671e-05 -2.8852e-05 8.71894e-05 -4.20895e-05
internal_weight=0 3667 3504 339 163 3165 1122 1048 252 105 235 182 119 796 104 2043 1976 196 1780
internal_count=3738 3667 3504 339 163 3165 1122 1048 252 105 235 182 119 796 104 2043 1976 196 1780
is_linear=0
shrinkage=0.0995203


Tree=9727
num_leaves=14
num_cat=0
split_feature=17 8 8 10 17 4 7 3 0 6 3 17 3
split_gain=0.00658385 0.00139587 0.012661 0.000773289 0.000874877 0.000819787 0.000653327 0.000487818 0.000239136 0.000364816 0.000571113 0.000319398 0.000262059
threshold=-0.57205499999999987 -0.10833 -0.11550499999999998 0.090150000000000022 -0.56005499999999986 0.13707500000000003 0.058975000000000007 0.091545000000000029 -0.11524 -0.083069999999999991 0.11978500000000002 -0.013125 0.12732500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 -3 6 7 -6 9 10 -2 -10 -13
right_child=1 3 -4 -5 5 -7 -8 -9 11 -11 -12 12 -14
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leaf_weight=51 56 47 47 60 1561 79 63 1449 79 70 48 80 48
leaf_count=51 56 47 47 60 1561 79 63 1449 79 70 48 80 48
internal_value=0 -8.3424e-06 -0.000177453 1.36155e-05 2.0496e-05 1.38726e-05 2.22585e-05 1.53349e-05 1.05249e-05 -7.29778e-05 -0.000193871 8.46704e-05 0.000183541
internal_weight=0 3687 428 3259 3199 3152 3073 3010 381 174 104 207 128
internal_count=3738 3687 428 3259 3199 3152 3073 3010 381 174 104 207 128
is_linear=0
shrinkage=0.0995203


Tree=9728
num_leaves=13
num_cat=0
split_feature=18 2 0 21 2 18 17 7 12 36 7 8
split_gain=0.00158471 0.000830946 0.000826696 0.000772353 0.000736229 0.000817667 0.000636457 0.00058582 0.000298119 0.000360166 0.000209421 0.000344498
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 4 5 -3 -1 -6 -9 -10 11 -7
right_child=2 3 -4 -5 7 10 -8 8 9 -11 -12 -13
leaf_value=0.00048041236127089254 0.00066171908969530431 -0.0004951350183800367 0.00010279681146291391 -0.00036659878945298127 0.00033593870722223101 -3.2766730802683835e-05 1.1464710185321007e-05 -0.00025233005048077813 -1.2079062635803942e-06 0.00027059521637379453 8.6376281066052852e-05 -0.00036311640021292402
leaf_weight=60 53 59 60 61 52 119 62 46 3026 49 56 46
leaf_count=60 53 59 60 61 52 119 62 46 3026 49 56 46
internal_value=0 -6.14406e-06 0.000372191 -1.52284e-05 -8.78409e-06 -0.000163561 0.000248805 4.61616e-06 -6.41826e-07 2.85705e-06 -7.13373e-05 -0.000129826
internal_weight=0 3636 113 3514 3453 280 122 3173 3121 3075 221 165
internal_count=3749 3636 113 3514 3453 280 122 3173 3121 3075 221 165
is_linear=0
shrinkage=0.0995203


Tree=9729
num_leaves=11
num_cat=0
split_feature=18 2 0 7 7 8 21 7 2 9
split_gain=0.0012905 0.000677927 0.000664818 0.00064301 0.000610997 0.000580868 0.000544939 0.000535454 0.000486145 0.000312247
threshold=0.19545000000000004 -0.22383 -0.082284999999999983 -0.23835999999999999 0.082295000000000021 0.099175000000000027 0.15372000000000005 -0.009689999999999999 -0.10934999999999999 0.11351500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -3 6 -1 7 -5 -6 -9
right_child=2 3 -4 4 8 -7 -8 9 -10 -11
leaf_value=1.3348311657502133e-06 0.00059586464564007611 0.00034336032840353214 9.2566387292973199e-05 -0.00033955212545145756 -0.00049185263623314872 0.00044935715715398579 -0.00031165518651739114 -9.1315128589430403e-06 -3.3799148142616934e-05 0.00011800249617284382
leaf_weight=63 53 49 60 47 48 59 59 3055 52 204
leaf_count=63 53 49 60 47 48 59 59 3055 52 204
internal_value=0 -5.5326e-06 0.000335871 -1.37592e-05 -1.90457e-05 0.000224712 -1.15868e-05 -5.98404e-06 -0.000261851 -9.22256e-07
internal_weight=0 3636 113 3514 3465 122 3365 3306 100 3259
internal_count=3749 3636 113 3514 3465 122 3365 3306 100 3259
is_linear=0
shrinkage=0.0995203


Tree=9730
num_leaves=12
num_cat=0
split_feature=18 17 10 6 0 7 21 7 2 2 18
split_gain=0.0010514 0.000640577 0.00110351 0.000631881 0.000534095 0.000528611 0.000499462 0.000462011 0.00043056 0.000393606 0.00025346
threshold=0.19545000000000004 -0.54752499999999993 0.085875000000000021 -0.011749999999999998 -0.082284999999999983 -0.23835999999999999 0.15372000000000005 -0.009689999999999999 -0.087359999999999993 -0.086254999999999984 -0.089929999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -3 7 -7 10 -10 -9
right_child=4 5 -4 -5 -6 6 -8 8 9 -11 -12
leaf_value=0.00026642044701196668 0.0005365640631806042 0.00030918903782636283 0.00058833176658867566 -0.00019016836329213113 8.3354150516369756e-05 -0.0003208508372634764 -0.00029753300815436683 -0.00018176248342376567 0.00016692554936118746 -8.3318125417765584e-07 -3.9817967645916033e-05
leaf_weight=56 53 49 48 64 60 48 63 187 146 2534 441
leaf_count=56 53 49 48 64 60 48 63 187 146 2534 441
internal_value=0 -4.98199e-06 0.000184457 1.60846e-05 0.000303166 -1.4395e-05 -1.92719e-05 -1.38044e-05 -9.1016e-06 8.00046e-06 -8.33884e-05
internal_weight=0 3636 168 120 113 3468 3419 3356 3308 2680 628
internal_count=3749 3636 168 120 113 3468 3419 3356 3308 2680 628
is_linear=0
shrinkage=0.0995203


Tree=9731
num_leaves=12
num_cat=0
split_feature=18 8 17 3 3 7 21 7 18 1 12
split_gain=0.000857178 0.000564468 0.000519774 0.000663451 0.000592287 0.000429063 0.000404547 0.000374353 0.000324181 0.000922859 0.00028473
threshold=0.19545000000000004 -0.071344999999999992 -0.54752499999999993 0.10920500000000002 0.091225000000000014 -0.23835999999999999 0.15372000000000005 -0.009689999999999999 0.11769500000000002 -0.076329999999999995 -0.087529999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -4 7 -7 10 -10 -9
right_child=1 -3 5 -5 -6 6 -8 8 9 -11 -12
leaf_value=0.00029563408468577578 6.4295116340582682e-05 0.00053053860745643584 0.00027841847372554068 0.00047118014369928031 -0.00015347088014573603 -0.00028891971454650899 -0.00026792245685308501 -0.00026274037315615715 0.00044503837933307431 -2.4968737306006503e-05 -1.2142101527238333e-05
leaf_weight=50 64 49 49 50 68 48 63 46 59 129 3074
leaf_count=50 64 49 49 50 68 48 63 46 59 129 3074
internal_value=0 0.000273716 -4.50859e-06 0.000166099 2.98904e-05 -1.30094e-05 -1.74255e-05 -1.24791e-05 -8.22043e-06 0.000118179 -1.60992e-05
internal_weight=0 113 3636 168 118 3468 3419 3356 3308 188 3120
internal_count=3749 113 3636 168 118 3468 3419 3356 3308 188 3120
is_linear=0
shrinkage=0.0995203


Tree=9732
num_leaves=23
num_cat=0
split_feature=17 17 17 26 11 0 9 1 7 9 17 1 3 3 21 2 2 0 9 17 6 6
split_gain=0.000699015 0.000855816 0.0155963 0.00082098 0.00112407 0.000906711 0.00101775 0.000820116 0.000552723 0.000623261 0.000534028 0.000552779 0.000800963 0.000530142 0.000498971 0.000419061 0.000513744 0.000458726 0.000407747 0.00129934 0.00103209 6.98005e-05
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decision_type=2 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 -5 10 9 -6 11 12 13 -1 -9 17 -17 -13 19 -2 -20 -21
right_child=18 2 3 5 8 -7 -8 14 -10 -11 -12 15 -14 -15 -16 16 -18 -19 20 21 -22 -23
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leaf_weight=98 48 47 67 57 1114 50 58 48 50 62 47 228 47 49 50 90 1032 304 48 47 47 46
leaf_count=98 48 47 67 57 1114 50 58 48 50 62 47 228 47 49 50 90 1032 304 48 47 47 46
internal_value=0 3.19206e-05 8.86262e-05 3.05345e-05 5.76904e-05 -0.000177307 -1.60839e-05 -1.04894e-05 7.99229e-05 9.42027e-05 -2.54024e-05 -1.65123e-05 0.000141576 2.13796e-05 0.000269526 -3.55496e-05 -3.21447e-07 -0.000108308 -0.000144607 -0.000252217 6.49138e-06 -2.5954e-05
internal_weight=0 3498 1505 1458 1293 165 115 1993 1226 1176 1895 1848 194 147 98 1654 1122 532 236 141 95 93
internal_count=3734 3498 1505 1458 1293 165 115 1993 1226 1176 1895 1848 194 147 98 1654 1122 532 236 141 95 93
is_linear=0
shrinkage=0.0995203


Tree=9733
num_leaves=22
num_cat=0
split_feature=18 18 9 18 21 21 18 3 8 20 7 17 8 20 26 8 3 20 20 18 8
split_gain=0.0014009 0.0196111 0.000600885 0.000538785 0.000626051 0.000667318 0.000491882 0.000905821 0.000833281 0.000687196 0.000473348 0.000457842 0.00100621 0.000402765 0.000836795 0.000586119 0.00066997 0.000532171 0.000368167 0.000309988 0.000211597
threshold=0.087065000000000017 0.088735000000000022 -0.37999999999999995 0.26473000000000008 0.087625000000000022 1.0000000180025095e-35 0.11906500000000002 0.10871500000000002 -0.062834999999999988 -0.073009999999999992 -0.07553 0.053575000000000012 -0.068099999999999994 0.0057800000000000013 -0.23202999999999999 0.099175000000000027 0.10920500000000002 -0.081945000000000004 0.092210000000000028 0.11959500000000002 -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
left_child=2 -2 -1 4 5 11 9 -8 -9 -6 -4 19 -13 14 -12 17 -17 -16 -15 -3 -20
right_child=1 3 10 -5 6 -7 7 8 -10 -11 13 12 -14 18 15 16 -18 -19 20 -21 -22
leaf_value=-0.00034782913623875906 0.0020629753419800292 0 0.00029382799770424813 0.00026711117248706765 0 0.00041364556337729515 0.00036278814811914072 0.0001097344978957945 -0.00047526746684243681 -0.00045564381043877196 -0.00035161979399905786 0.00037905352329726714 -0.00017785248801256365 0.00034604236169281726 6.7947565551431578e-05 -1.723126156142151e-05 0.00048855670518636657 -4.96550670504161e-05 -5.6418721307731766e-05 -0.00024135476863722602 0.00017630794462334667
leaf_weight=53 49 244 50 76 59 47 46 46 47 79 76 86 49 53 473 50 48 1883 91 65 64
leaf_count=53 49 244 50 76 59 47 46 46 47 79 76 86 49 53 473 50 48 1883 91 65 64
internal_value=0 0.000127283 -1.5463e-05 1.3933e-05 -1.00552e-05 5.62739e-05 -0.000130583 0 -0.000177109 -0.000263685 -8.85104e-06 1.66002e-05 0.000170853 -1.46774e-05 -2.58874e-05 -1.5466e-05 0.000222148 -2.56972e-05 0.00011774 -4.81427e-05 3.43934e-05
internal_weight=0 893 2841 844 768 491 277 139 93 138 2788 444 135 2738 2530 2454 98 2356 208 309 155
internal_count=3734 893 2841 844 768 491 277 139 93 138 2788 444 135 2738 2530 2454 98 2356 208 309 155
is_linear=0
shrinkage=0.0995203


Tree=9734
num_leaves=31
num_cat=0
split_feature=18 18 4 3 4 8 18 18 26 9 26 9 26 26 2 3 17 3 3 4 4 17 2 2 20 3 3 9 8 8
split_gain=0.00113815 0.0158992 0.000626011 0.000975768 0.000728213 0.000557004 0.000771232 0.00164088 0.00136983 0.000948903 0.00081376 0.000535174 0.000510098 0.00107904 0.000855278 0.000840582 0.000685593 0.000719937 0.000491584 0.000378151 0.000811276 0.000319544 0.000890768 0.000641611 0.000318939 0.000308489 0.000353812 0.000421532 0.000346282 8.65013e-05
threshold=0.087065000000000017 0.088735000000000022 0.10845500000000002 0.12870500000000004 0.087495000000000031 -0.086404999999999996 -0.011039999999999999 -0.015440000000000001 0.084585000000000021 0.085765000000000022 0.10304500000000003 0.083235000000000017 -0.095449999999999993 -0.23033499999999998 -0.087804999999999994 0.10850000000000003 0.51292000000000015 0.096595000000000028 0.086130000000000026 0.13707500000000003 0.12498500000000003 0.07134500000000002 -0.076524999999999996 -0.072895000000000001 0.10252000000000001 0.085295000000000024 0.13345500000000002 0.087695000000000009 -0.090134999999999993 -0.097604999999999997
decision_type=2 2 2 2 2 2 2 2 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 11 6 7 8 18 -10 25 -3 13 15 -15 -7 19 -18 -1 20 24 22 -13 -23 -14 28 27 -27 29 -8
right_child=1 2 3 -5 -6 12 10 -9 9 -11 -12 21 16 14 -16 -17 17 -19 -20 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-5.6516559956854172e-05 0.001857667658491725 -0.00029165656523206558 -0.0005504269993368623 1.4057470136846863e-05 0.00036226114189157966 -0.00018343970952156707 -7.1651391345287267e-05 -0.00073970505074075503 0.00050750577956659422 -0.00011787143852282703 -0.00038370837245385733 2.2711872034612842e-06 4.9930943643191898e-05 -8.2977351153216817e-05 -0.00069003880052802139 0.00036516372757943241 -0.00050710315413808854 3.1487078378513442e-05 -0.00048402776098624114 -0.00023398187599295715 0.00046632364889723216 7.1224390886908624e-05 0.00032637102573339919 -0.00035293124593569706 -0.00016482101054285432 0.00023691992307206566 -0.00011116931703386866 -2.0393751122992806e-05 -0.00030719044053159286 0.00011638368727160145
leaf_weight=49 49 51 47 78 67 56 48 50 46 47 53 339 1592 53 46 53 47 46 74 46 46 93 114 55 70 160 69 95 49 46
leaf_count=49 49 51 47 78 67 56 48 50 46 47 53 339 1592 53 46 53 47 46 74 46 46 93 114 55 70 160 69 95 49 46
internal_value=0 0.000114754 1.25959e-05 -0.00019164 4.92413e-05 -1.38954e-05 -8.52874e-05 -0.000223326 -0.000100003 0.000182653 -1.31013e-05 1.58196e-05 1.30124e-05 -0.000134025 -0.000373315 7.58021e-05 3.00142e-05 -0.000231901 -0.000320374 4.43681e-05 5.2344e-05 4.32737e-05 8.56399e-05 -8.08698e-05 4.03935e-05 2.72061e-05 8.22897e-05 0.000137848 -9.18738e-05 1.1657e-05
internal_weight=0 893 844 125 719 2841 786 266 216 93 520 652 2055 208 99 109 1847 93 123 1754 1708 601 453 148 1662 467 324 255 143 94
internal_count=3734 893 844 125 719 2841 786 266 216 93 520 652 2055 208 99 109 1847 93 123 1754 1708 601 453 148 1662 467 324 255 143 94
is_linear=0
shrinkage=0.0995203


Tree=9735
num_leaves=28
num_cat=0
split_feature=5 5 17 8 26 17 5 5 9 18 3 3 9 29 26 3 3 18 11 1 1 3 3 5 17 2 0
split_gain=0.00176434 0.0249307 0.000747398 0.000509678 0.000556894 0.000567352 0.000655432 0.000650168 0.0010507 0.000944042 0.000525306 0.00161007 0.000464093 0.00151229 0.000854011 0.000399114 0.000668667 0.000472997 0.000397742 0.000343838 0.000454828 0.000319044 0.000266593 0.000333147 0.000584095 0.000542815 0.000498344
threshold=-0.095609999999999987 -0.099349999999999994 -0.030214999999999999 -0.084554999999999991 -0.126245 0.26430000000000003 -0.082635 -0.045014999999999993 0.094085000000000016 -0.067924999999999999 0.084620000000000015 0.084065000000000015 0.11408000000000003 0.093650000000000025 0.11127500000000003 0.08888500000000002 0.090765000000000026 -0.087864999999999985 -0.084014999999999992 -0.081594999999999987 -0.090104999999999991 0.098000000000000018 0.084955000000000017 0.11083500000000003 -0.093784999999999993 -0.084924999999999987 -0.088174999999999989
decision_type=2 2 2 2 2 2 2 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 21 6 -6 -7 9 -9 11 19 13 14 18 17 -17 -8 -4 20 -2 -5 -12 24 -24 -25 -26
right_child=3 -3 12 4 5 7 15 8 -10 -11 22 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 25 26 -27 -28
leaf_value=0.00039788877778432164 -0.00015503385504452979 0.0023681559210895959 -0.00025966060461048314 -0.00031625476017206448 -0.00023066038302667848 0.00013704280717454276 3.4763270894979502e-05 -0.00076982511120183715 3.6868183317565588e-05 -0.00012784385831385794 0.00017465244964180845 -0.00068695794294476511 -0.00024616163290329461 0.00054794011670984168 -0.00040415214105225843 -0.00016778719579369812 6.0880284143777111e-05 0.00024118490126606528 3.2661324417597296e-05 -0.00026485149135237548 0.0002735913361316452 -2.3081173324393905e-05 -0.0003579334696527472 0.00033649675485764599 6.6368201148097662e-05 -8.0989898092651767e-05 -0.00013618677614066213
leaf_weight=47 47 47 50 78 79 69 233 46 82 52 50 55 75 49 54 149 811 228 566 49 49 82 73 51 199 73 291
leaf_count=47 47 47 50 78 79 69 233 46 82 52 50 55 75 49 54 149 811 228 566 49 49 82 73 51 199 73 291
internal_value=0 0.000137466 1.1829e-05 -2.31021e-05 6.00467e-06 2.26762e-05 4.6161e-05 -0.00011551 -0.00021687 -0.000437536 -8.32766e-05 -0.000227298 -9.99245e-06 1.35042e-05 -2.43596e-05 6.21268e-05 2.45364e-05 0.00013863 7.60494e-06 -4.72989e-05 5.52163e-05 -0.00017112 -4.30826e-05 -6.0121e-05 -9.33432e-05 8.41166e-05 -5.2254e-05
internal_weight=0 888 841 2846 1909 1749 1500 249 180 98 937 200 794 719 670 1421 960 461 616 145 96 160 737 687 563 124 490
internal_count=3734 888 841 2846 1909 1749 1500 249 180 98 937 200 794 719 670 1421 960 461 616 145 96 160 737 687 563 124 490
is_linear=0
shrinkage=0.0995203


Tree=9736
num_leaves=23
num_cat=0
split_feature=18 2 18 26 9 7 6 17 4 6 18 2 2 18 3 21 4 2 2 0 7 4
split_gain=0.0110434 0.0033063 0.00383635 0.00789432 0.0339943 0.00239218 0.00221754 0.00125274 0.00121572 0.00164919 0.0008524 0.00178759 0.000583816 0.000763522 0.000923186 0.000503888 0.000704542 0.000505165 0.000415888 0.000390117 0.000350988 0.000268728
threshold=0.26473000000000008 -0.082275000000000001 -0.013125 0.085465000000000027 0.085525000000000032 0.078125000000000014 -0.012574999999999999 -0.56005499999999986 0.14903500000000006 0.14653500000000005 -0.060544999999999995 -0.11700999999999999 -0.084154999999999994 0.090285000000000018 0.086285000000000014 -0.055524999999999998 0.10495500000000003 -0.081734999999999988 -0.086254999999999984 -0.080434999999999993 0.058975000000000007 0.10390500000000001
decision_type=2 2 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 8 -6 -1 9 15 11 -9 18 14 -14 16 -3 -17 20 -8 21 -4
right_child=-2 5 12 4 6 -7 19 10 -10 -11 -12 -13 13 -15 -16 17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00053513464733844136 0.0011356310599150397 1.4999267916900226e-05 -4.0070694008819816e-06 -0.0024305039730845358 -0.0006940575522638657 -0.00067578313284338604 -8.0790225510026089e-05 -0.00053365135795654093 0.00043528062994100427 -0.00044139066983200768 0.00031725701023160066 2.4369650264630618e-05 -3.0540314449176764e-06 0.00012191799627069722 -0.00056029886960453441 0.00021234627691078266 0.00050371198283489778 -1.9421160278055506e-05 0.00023988407134399118 0.00020827649814148056 0.00020674047943110676 -0.00022156666372876197
leaf_weight=55 74 87 269 86 53 53 114 71 62 85 60 274 56 53 70 98 47 1794 76 76 60 74
leaf_count=55 74 87 269 86 53 53 114 71 62 85 60 274 56 53 70 98 47 1794 76 76 60 74
internal_value=0 -9.16922e-05 -0.000208849 -0.000356929 -0.000729508 -1.51672e-05 -0.000124141 -8.86747e-05 5.68626e-07 -1.18111e-05 -2.6023e-05 -8.80967e-05 -3.00433e-05 -0.000183968 -0.000319132 5.80772e-06 0.000192523 -6.98361e-06 2.57686e-05 3.05279e-05 -1.25792e-05 -5.33308e-05
internal_weight=0 3673 1447 789 329 2226 243 460 2173 2111 405 345 658 179 126 2026 134 1892 479 190 403 343
internal_count=3747 3673 1447 789 329 2226 243 460 2173 2111 405 345 658 179 126 2026 134 1892 479 190 403 343
is_linear=0
shrinkage=0.0995203


Tree=9737
num_leaves=23
num_cat=0
split_feature=18 8 8 8 18 9 23 5 9 3 26 26 20 8 18 26 0 0 18 8 3 6
split_gain=0.00895603 0.00206337 0.0143976 0.00349812 0.0127406 0.023201 0.00171148 0.00107188 0.00241688 0.00119617 0.000726555 0.00105275 0.000939716 0.000677343 0.000458336 0.000769772 0.000270979 0.000670723 0.000798734 0.000547993 0.000369156 0.000412449
threshold=0.26473000000000008 -0.08595499999999999 -0.085605000000000001 -0.082184999999999994 -0.085709999999999995 0.084835000000000022 -0.046924999999999994 -0.49053999999999998 0.087765000000000024 0.14823500000000003 0.087745000000000031 0.089545000000000027 -0.0071449999999999994 -0.086404999999999996 -0.082654999999999992 0.084100000000000022 -0.086589999999999986 -0.081674999999999984 0.092545000000000016 -0.090969999999999995 0.13345500000000002 -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
left_child=1 13 -3 4 5 -4 -5 8 -8 -9 12 -12 -6 14 15 -1 20 18 -18 -19 21 -16
right_child=-2 2 3 6 10 -7 7 9 -10 -11 11 -13 -14 -15 16 -17 17 19 -20 -21 -22 -23
leaf_value=-0.00036887483611353902 0.001022612744941003 -0.0018598602631088852 5.4770686947545105e-05 -0.00056319915536275555 -8.3300605161220348e-05 -0.002985139713696515 -2.9190321631914051e-05 -3.7305184553183841e-05 0.00080639977958875777 -0.00047683608337259817 -0.00045560244752916482 3.4639506957331852e-05 0.0004534930407456225 0.00037098167391516357 8.9540937745828519e-06 0.00011762673828899063 -0.00031648046843711544 -1.9378865145164123e-05 0.000143176100934754 0.0003141626374408102 -0.0001483834693253565 0.00018894251196134167
leaf_weight=77 74 47 53 62 78 46 114 1775 48 64 77 93 53 54 253 52 123 148 51 70 62 273
leaf_count=77 74 47 53 62 78 46 114 1775 48 64 77 93 53 54 253 52 123 148 51 70 62 273
internal_value=0 -8.25891e-05 -0.000133418 -0.000100141 -0.000369793 -0.00134944 -4.74602e-05 -3.10711e-05 0.000213339 -5.30467e-05 -4.48625e-05 -0.000182596 0.000127626 2.64058e-05 8.88939e-06 -0.00016642 3.28011e-05 -2.9804e-05 -0.000177049 8.39665e-05 7.59301e-05 0.000103926
internal_weight=0 3673 2510 2463 400 99 2063 2001 162 1839 301 170 131 1163 1109 129 980 392 174 218 588 526
internal_count=3747 3673 2510 2463 400 99 2063 2001 162 1839 301 170 131 1163 1109 129 980 392 174 218 588 526
is_linear=0
shrinkage=0.0995203


Tree=9738
num_leaves=23
num_cat=0
split_feature=18 2 0 0 0 18 9 7 2 2 26 2 8 26 20 21 1 9 20 23 8 21
split_gain=0.00726335 0.00239622 0.00328168 0.0106413 0.00272278 0.0103531 0.0238748 0.00187109 0.00165059 0.00139904 0.00111338 0.000772472 0.000732202 0.000563728 0.000895867 0.000993047 0.000807433 0.000759335 0.000562918 0.000671631 0.000552885 0.000419936
threshold=0.26473000000000008 -0.082294999999999993 -0.087184999999999999 -0.086414999999999992 -0.081854999999999997 -0.085709999999999995 0.084755000000000011 0.077685000000000018 -0.083204999999999987 -0.085804999999999992 -0.22971 -0.083344999999999989 0.056535000000000009 0.08777500000000002 -0.0094199999999999996 0.092005000000000017 -0.012224999999999998 0.088035000000000016 -0.094259999999999997 0.086650000000000019 -0.08237499999999999 -0.01137
decision_type=2 2 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 6 -5 10 21 -7 -3 13 18 14 15 -1 -16 -15 20 -20 -12 -6
right_child=-2 7 3 4 8 9 -8 -9 -10 -11 12 -13 -14 17 16 -17 -18 -19 19 -21 -22 -23
leaf_value=-8.0562948666727265e-05 0.00092084225257840335 0.0004274360858403903 -0.0017222495837790556 0.00010144475181248537 0.00026814105602288827 0.00013759874553522864 -0.0029151168044611419 -0.00058304451791554802 -0.00058413861382242594 -0.00030592279416044311 2.3125068800570736e-05 0.00041579438207487883 -0.0003559692930746876 0.0004721414290919836 -5.4967671272757843e-05 0.00048115651563865276 -0.00054548004495999568 -6.4038703351724613e-05 2.6496366261586823e-05 -0.00032561643763286531 -0.00037983241102091932 -3.5093798184219909e-05
leaf_weight=84 74 60 48 57 50 136 47 55 54 143 56 51 58 52 98 48 54 48 1881 55 73 465
leaf_count=84 74 60 48 57 50 136 47 55 54 143 56 51 58 52 98 48 54 48 1881 55 73 465
internal_value=0 -7.4392e-05 -0.000174811 -0.000274204 -0.000200333 -0.000405857 -0.00125394 -9.63787e-06 -6.05537e-05 -8.67918e-05 4.43394e-06 5.1796e-05 -7.13531e-06 1.32057e-06 -6.80745e-05 0.000117497 -0.000234614 0.000206589 2.26602e-06 1.60703e-05 -0.000198559 -4.06393e-06
internal_weight=0 3673 1435 1000 952 383 104 2238 569 279 2183 435 2123 384 284 132 152 100 2065 1936 129 515
internal_count=3747 3673 1435 1000 952 383 104 2238 569 279 2183 435 2123 384 284 132 152 100 2065 1936 129 515
is_linear=0
shrinkage=0.0995203


Tree=9739
num_leaves=24
num_cat=0
split_feature=18 2 6 6 21 18 29 2 5 6 1 0 1 9 9 4 6 6 2 5 2 5 7
split_gain=0.00589128 0.00194488 0.0045068 0.039952 0.00192074 0.00636345 0.0016801 0.00140964 0.00111657 0.000988342 0.00107132 0.000956409 0.00123959 0.000887587 0.00088289 0.000847725 0.000814877 0.000526479 0.000455374 0.000821924 0.000449631 0.000328621 0.000302511
threshold=0.26473000000000008 -0.082294999999999993 0.08866000000000003 0.089610000000000009 -0.018669999999999996 -0.085454999999999989 0.12669500000000003 -0.083589999999999984 0.26473000000000008 0.11816500000000002 -0.047239999999999997 -0.084154999999999994 -0.010395 0.095415000000000014 0.096535000000000024 0.14804000000000003 0.10877500000000002 0.10165000000000003 -0.087444999999999995 -0.025879999999999997 -0.085944999999999994 -0.015214999999999999 0.058975000000000007
decision_type=2 2 2 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 9 20 18 15 14 12 -7 -10 -11 16 17 -3 22 -20 21 -5 -6
right_child=-2 6 3 7 8 11 -8 -9 13 10 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.0013658230573172583 0.00082919987449654416 8.8136905335745791e-06 -0.0032017801324191837 -0.00020274852800624744 -5.9827098833006681e-05 -0.00060695084013560158 -0.00059122863655663668 -0.00051002178383625582 -0.00047437986192462421 -0.0006570138679137538 0.00010245002048822258 0.00027612157660786578 8.5257987836911568e-05 2.699344534574576e-06 -6.9300007812350488e-05 0.00042463332659755206 0.00032796351214761221 -0.00030367004125657105 -0.00012955501734489869 0.00021361246537832305 0.0003199505081938447 8.0622983331084746e-05 0.00020367631421822524
leaf_weight=46 74 1835 46 60 325 46 48 52 79 63 60 60 54 69 48 51 78 55 88 286 52 123 49
leaf_count=46 74 1835 46 60 325 46 48 52 79 63 60 60 54 69 48 51 78 55 88 286 52 123 49
internal_value=0 -6.7055e-05 -0.000157527 -0.000478721 -5.97268e-05 -0.000333776 -8.6787e-06 -3.94194e-05 2.36637e-06 3.71573e-06 -0.000225563 -3.19454e-05 -0.000224972 -0.000246427 -0.000410242 2.35401e-05 1.27299e-05 0 5.26872e-05 0.000130678 6.12304e-05 -7.81237e-06 -2.31151e-05
internal_weight=0 3673 1435 333 1102 206 2238 287 896 2190 171 160 100 148 111 2019 1968 1890 748 374 235 183 374
internal_count=3747 3673 1435 333 1102 206 2238 287 896 2190 171 160 100 148 111 2019 1968 1890 748 374 235 183 374
is_linear=0
shrinkage=0.0995203


Tree=9740
num_leaves=23
num_cat=0
split_feature=28 17 23 3 3 8 17 9 17 9 9 8 3 8 8 17 5 5 9 9 1 17
split_gain=0.00690954 0.00240435 0.00287919 0.0022533 0.00606124 0.00330858 0.00843328 0.000876712 0.000803876 0.00067199 0.000648244 0.000531735 0.00050718 0.00050095 0.000667945 0.000497459 0.000470895 0.000750705 0.000509868 0.000463806 0.00058483 0.000331152
threshold=0.080375000000000016 -0.0077549999999999997 -0.067359999999999989 0.088845000000000021 0.088285000000000016 -0.091914999999999983 0.064745000000000011 0.09550500000000002 0.006145000000000002 0.094375000000000028 0.096535000000000024 -0.083245 0.091295000000000029 -0.080724999999999991 -0.078414999999999999 -0.049834999999999997 -0.095169999999999991 -0.084089999999999984 0.089855000000000032 0.098720000000000016 -0.049499999999999995 0.064745000000000011
decision_type=2 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 5 6 -4 9 -7 16 -9 12 -5 -13 -15 19 -1 -18 -19 -12 -21 -14
right_child=-2 2 3 11 -6 8 -8 10 -10 -11 15 13 21 14 -16 -17 17 18 -20 20 -22 -23
leaf_value=0.00032312844987524296 0.00092822432794139144 0.00065466196716495659 -2.8606171854282226e-05 0.00031223148736482531 -0.0013460292671168515 -0.0001726758391136539 -0.0016054436835938007 -0.00039502543600189531 0.00011600888045075749 0.00046533610965435965 0.00015949944010354067 -0.0003259302827207151 -0.00010629273377794671 0.00027724389473708243 -9.16222523545017e-05 0.00025981069996698609 -0.00023615567801635123 0.0001113845035773582 -4.6596240133720314e-05 -0.00036899069377557847 -1.184741128687367e-05 9.4832251105269759e-05
leaf_weight=76 78 48 98 62 49 190 52 55 190 47 59 82 151 52 604 51 76 1117 239 77 123 175
leaf_count=76 78 48 98 62 49 190 52 55 190 47 59 82 151 52 604 51 76 1117 239 77 123 175
internal_value=0 -1.83293e-05 -0.000102766 -0.00012457 -0.000284363 -0.000184664 -0.000580701 5.8337e-05 -2.61792e-05 9.11645e-05 -7.92743e-05 -4.16759e-05 5.12985e-05 -9.16659e-05 -6.11349e-05 -2.06131e-05 7.89597e-05 6.54294e-05 8.29361e-05 -7.89925e-05 -0.000153441 0
internal_weight=0 3673 1753 1705 579 530 150 1920 380 1555 365 1126 388 738 656 310 1508 1432 1356 259 200 326
internal_count=3751 3673 1753 1705 579 530 150 1920 380 1555 365 1126 388 738 656 310 1508 1432 1356 259 200 326
is_linear=0
shrinkage=0.0995203


Tree=9741
num_leaves=19
num_cat=0
split_feature=28 4 5 5 1 1 9 9 18 9 9 9 9 18 26 18 0 0
split_gain=0.005603 0.00211662 0.00119648 0.00737734 0.00369645 0.0115917 0.00112091 0.000903159 0.00107868 0.00147667 0.00127749 0.000785369 0.000637864 0.000549213 0.000473735 0.000479565 0.000305353 0.000210115
threshold=0.080375000000000016 0.15615500000000004 -0.016815 -0.020485 -0.081889999999999991 -0.083284999999999984 0.093705000000000024 0.094685000000000033 -0.069565000000000002 0.097200000000000022 0.098180000000000031 0.092605000000000021 0.091555000000000011 -0.0032949999999999998 -0.025024999999999999 -0.082304999999999989 -0.089164999999999994 -0.086304999999999993
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 17 11 -8 9 -9 -10 12 13 -4 16 -16 -6 -1
right_child=-2 -3 6 -5 14 -7 7 8 10 -11 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=0.00014524580598066015 0.00083584723126164094 0.00061950111373076813 0.00010934941101198692 -0.001218598737882661 -0.00020782721525714487 -0.0017986799471037113 -0.00052066914625179483 0.00042578841145445446 -0.00067801916919198451 -0.00010028455909484117 -6.1522501400414838e-05 0.00043649188243473971 -0.00022169491320378577 -5.6882455880432994e-05 -0.0002483974442040019 4.065318503536689e-05 0 -0.00010748529758041798
leaf_weight=61 78 51 1001 55 157 48 47 81 49 148 115 58 74 238 59 1238 124 69
leaf_count=61 78 51 1001 55 157 48 47 81 49 148 115 58 74 238 59 1238 124 69
internal_value=0 -1.65274e-05 -2.57091e-05 -8.30323e-05 -4.69988e-05 -0.000476928 3.11621e-05 -0.000106273 -5.46308e-05 8.22189e-05 -0.000250711 7.58667e-05 5.93131e-05 7.67571e-05 9.7891e-07 2.68732e-05 -0.000115627 4.8068e-06
internal_weight=0 3673 3622 1811 1756 178 1811 440 393 229 164 1371 1313 1239 1578 1297 281 130
internal_count=3751 3673 3622 1811 1756 178 1811 440 393 229 164 1371 1313 1239 1578 1297 281 130
is_linear=0
shrinkage=0.0995203


Tree=9742
num_leaves=19
num_cat=0
split_feature=28 30 17 18 18 1 1 6 9 9 9 18 18 17 26 26 17 18
split_gain=0.00454428 0.00188898 0.00230708 0.00335122 0.00807255 0.00157548 0.0107161 0.001122 0.000676685 0.000595516 0.000594798 0.000485361 0.0021702 0.000976815 0.000470592 0.000885005 0.00038346 0.00040169
threshold=0.080375000000000016 -1.0000000180025095e-35 -0.0065549999999999992 -0.085709999999999995 -0.092414999999999983 -0.081744999999999998 -0.083284999999999984 0.088565000000000019 0.09550500000000002 0.094375000000000028 0.096535000000000024 0.090795000000000028 0.088635000000000019 -0.049834999999999997 -0.22971 -0.092795000000000002 -0.049834999999999997 0.089365000000000014
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 -4 6 7 -5 9 11 -10 12 -3 -13 -7 -16 17 -12
right_child=-2 2 3 5 -6 14 -8 -9 10 -11 16 13 -14 -15 15 -17 -18 -19
leaf_value=0.00061126825907601736 0.00075266358295639441 6.2966002869689058e-05 7.0141759613443237e-05 -9.279031563593442e-05 -0.0016468209610717053 0.00026319041536909557 -0.0015813275042339595 0.00048266232394589037 -0.00037233376067065811 0.00043152548384200209 0 8.0659509442336977e-05 0.00068797412443109243 -0.00035441014191182451 -0.00041749275067496104 -2.4718844988478784e-05 0.00022927049209362651 -0.00028923788200291495
leaf_weight=47 78 1239 64 113 46 51 51 47 55 47 198 147 58 77 60 1260 52 61
leaf_count=47 78 1239 64 113 46 51 51 47 55 47 198 147 58 77 60 1260 52 61
internal_value=0 -1.49676e-05 -2.33106e-05 -0.000108336 -0.000640419 -7.08212e-05 -0.000324398 7.11326e-05 5.06521e-05 7.93391e-05 -7.00106e-05 6.79181e-05 9.15467e-05 -6.52411e-05 -3.11981e-05 -4.31924e-05 -1.39128e-05 -6.5898e-05
internal_weight=0 3673 3626 1692 110 1582 211 160 1934 1568 366 1521 1297 224 1371 1320 311 259
internal_count=3751 3673 3626 1692 110 1582 211 160 1934 1568 366 1521 1297 224 1371 1320 311 259
is_linear=0
shrinkage=0.0995203


Tree=9743
num_leaves=21
num_cat=0
split_feature=28 29 17 18 20 18 18 5 1 5 5 9 9 9 18 21 9 9 21 6
split_gain=0.00368417 0.00177847 0.00168215 0.00282766 0.00780065 0.00116205 0.00728 0.00721637 0.000583904 0.000771073 0.000564907 0.000575421 0.000528997 0.000793136 0.00067102 0.00051477 0.000801188 0.0004631 0.000277362 0.000251673
threshold=0.080375000000000016 0.12330000000000002 -0.0077549999999999997 -0.085709999999999995 -1.0000000180025095e-35 0.022040000000000008 0.089020000000000016 -0.092239999999999989 -0.083284999999999984 -0.0071849999999999995 -0.095609999999999987 0.09550500000000002 0.092605000000000021 0.091200000000000017 0.089020000000000016 0.096230000000000024 0.098180000000000031 0.10312000000000003 0.12662500000000004 0.086100000000000024
decision_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 -4 8 7 -7 19 -10 -1 12 13 -12 -14 16 -13 -8 -17 -5
right_child=-2 -3 3 5 -6 6 17 -9 9 -11 11 15 14 -15 -16 18 -18 -19 -20 -21
leaf_value=0.00028859846681450886 0.00067775848159283461 0.00060089293190457023 -0.0015739487791148787 3.7672360312234219e-05 9.8762668612832296e-05 -0.0018425442357210362 4.6989193464636842e-05 -0.00013807560372277859 9.1787667641833668e-06 -0.00025588288822143431 6.0879418648768082e-05 -0.00053513057997332076 0.00041414636988546297 -0.00022671221293974345 -4.1905306272767286e-05 0.00015823595362373733 -6.438206658591569e-05 -0.00022669303722080777 -0.00010480322933181196 0.00036008729727438884
leaf_weight=89 78 46 46 51 67 47 355 54 845 124 1234 51 86 102 46 93 138 74 66 59
leaf_count=89 78 46 46 51 67 47 355 54 845 124 1234 51 86 102 46 93 138 74 66 59
internal_value=0 -1.3418e-05 -2.14348e-05 -9.28704e-05 -0.00057492 -5.85073e-05 -0.000179186 -0.00093935 1.08009e-08 -2.38956e-05 4.27087e-05 3.02071e-05 5.7814e-05 3.83098e-05 0.000249018 -8.38968e-05 -0.000195741 0 4.39013e-05 0.000218046
internal_weight=0 3673 3627 1722 113 1609 530 101 1079 969 1905 1816 1468 1336 132 348 189 429 159 110
internal_count=3751 3673 3627 1722 113 1609 530 101 1079 969 1905 1816 1468 1336 132 348 189 429 159 110
is_linear=0
shrinkage=0.0995203


Tree=9744
num_leaves=26
num_cat=0
split_feature=20 6 5 1 11 18 18 18 5 5 1 5 18 6 5 26 5 5 6 18 17 18 26 26 17
split_gain=0.0263311 0.00181921 0.00230303 0.00866007 0.00105314 0.000894784 0.000863505 0.00218978 0.000840592 0.000567945 0.000514394 0.00094041 0.000899674 0.0020643 0.00100624 0.000509038 0.000506507 0.000800425 0.000543206 0.000482523 0.000436509 0.000377022 0.00030889 0.000530027 0.000253541
threshold=-0.41270499999999993 0.082725000000000021 -0.088604999999999989 -0.080349999999999991 -0.11166 -0.078409999999999994 -0.074709999999999985 -0.082304999999999989 -0.016815 -0.0038499999999999997 -0.082489999999999994 -0.015824999999999995 0.090285000000000018 0.089985000000000023 -0.07965499999999999 0.084355000000000027 -0.06241 -0.047864999999999998 -0.52821499999999999 -0.018629999999999997 -0.012064999999999999 -0.010395 0.097125000000000031 0.084685000000000024 0.061900000000000018
decision_type=2 2 2 2 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 8 7 9 -6 -4 11 -8 13 -12 -14 -11 18 -18 -7 -19 -13 -20 23 -10 -5
right_child=1 2 6 24 5 16 10 -9 22 15 12 20 14 -15 -16 -17 17 19 21 -21 -22 -23 -24 -25 -26
leaf_value=-0.0023465415317623357 0.00033191799278865244 0.0013467697260442202 -0.00010718919247895425 9.3456008486579042e-05 0.00036379480720311774 -0.00034068313466272194 0.00050247064454496317 0.00085709268994480447 -8.7962327938828595e-06 -4.3632783133481029e-05 -0.00075320992952642839 -3.2215805426040325e-05 0.00040952883781200487 -1.4733897741853075e-05 -3.0173843194524481e-05 0.00031361135082147266 -0.00048155004351575255 -0.00024415458738982776 0.00025787459364361252 -2.9580361206636983e-05 0.00021264087072552117 -1.3364598639659807e-05 -0.00016892972650965109 0.00019036351088501781 -0.00018506799606604718
leaf_weight=46 89 70 77 74 87 48 55 47 390 51 49 201 71 170 178 132 60 150 54 374 109 828 66 195 56
leaf_count=46 89 70 77 74 87 48 55 47 390 51 49 201 71 170 178 132 60 150 54 374 109 828 66 195 56
internal_value=0 4.91833e-05 0.000141672 0.000454129 -3.40799e-06 -1.70237e-05 8.61368e-05 0.000229259 7.23205e-05 0.000112618 3.24066e-05 0.000121475 -3.531e-05 -0.000183702 9.19156e-05 0.000209578 -6.11153e-05 -0.000133932 -1.45091e-05 -9.25666e-05 5.12383e-05 2.31375e-06 3.21102e-05 5.6191e-05 -2.02265e-05
internal_weight=0 3681 1340 200 2341 2252 1140 307 738 260 833 365 468 219 249 183 1514 584 930 524 310 882 651 585 130
internal_count=3727 3681 1340 200 2341 2252 1140 307 738 260 833 365 468 219 249 183 1514 584 930 524 310 882 651 585 130
is_linear=0
shrinkage=0.0995203


Tree=9745
num_leaves=25
num_cat=0
split_feature=6 3 17 3 9 18 17 18 1 1 18 17 9 9 3 21 3 1 6 2 6 0 4 1
split_gain=0.0214544 0.00177039 0.0040927 0.0112617 0.000817701 0.000798006 0.00178533 0.000685626 0.00330097 0.00344014 0.000676573 0.000658437 0.000577889 0.00106804 0.000539654 0.000655456 0.000508358 0.000605303 0.000950772 0.000712578 0.000701823 0.000248233 0.000417601 0.000387578
threshold=0.23663500000000004 0.089395000000000016 0.060860000000000011 0.08785500000000003 0.14523000000000005 -0.069565000000000002 0.40441500000000008 -0.020999999999999998 -0.083284999999999984 -0.068094999999999989 -0.011569999999999999 -0.010655 0.083715000000000026 0.084985000000000019 0.090835000000000013 -0.01137 0.083725000000000022 -0.00080499999999999994 -0.01146 -0.084154999999999994 -0.10198499999999999 0.019150000000000004 0.12631500000000004 -0.09225499999999999
decision_type=2 2 2 2 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 12 5 6 14 8 -7 -10 -9 -12 -4 -14 -3 -16 21 18 20 -20 -18 22 23 -1
right_child=-2 4 3 -5 -6 7 -8 10 9 -11 11 -13 13 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00011972726116706164 -0.0019896116697195095 -0.00021449133369400684 0.00039707411510242951 0.0019082694899433079 0.00036458970963304565 -0.00090643392821470106 0.00063966359101424899 0.0003420622624618415 0.00068623135676434358 -0.00029867640700906572 6.0226382879200827e-05 -9.3583171366080033e-05 -0.00033205270175966996 0.00026823775365098651 0.00036356410052680929 1.6499809893686125e-05 0.00013198222470330495 0.00037275413727621632 0.00022136564932179309 1.3229453010387591e-05 -0.00027384823989037177 -0.00023218597673088981 0.0002505276054622821 -0.00017682027708055908
leaf_weight=63 52 80 72 46 56 53 51 46 50 118 396 874 47 77 63 418 62 72 353 319 120 62 49 128
leaf_count=63 52 80 72 46 56 53 51 46 50 118 396 874 47 77 63 418 62 72 353 319 120 62 49 128
internal_value=0 4.59759e-05 0.000130615 0.000505109 -1.00788e-05 -2.02231e-05 7.53001e-05 -5.8791e-05 -0.000221598 -6.76211e-07 -3.08282e-05 -4.49791e-05 0.000171618 3.41064e-05 2.2535e-05 6.36593e-05 5.61475e-05 9.30442e-05 6.85035e-05 0.000123781 -0.0001311 -5.42756e-05 -4.90443e-06 -7.47202e-05
internal_weight=0 3675 1470 242 2205 2149 612 1537 221 168 1316 1270 196 124 561 481 1228 926 854 672 182 302 240 191
internal_count=3727 3675 1470 242 2205 2149 612 1537 221 168 1316 1270 196 124 561 481 1228 926 854 672 182 302 240 191
is_linear=0
shrinkage=0.0995203


Tree=9746
num_leaves=24
num_cat=0
split_feature=6 3 17 17 8 18 3 18 17 18 1 0 18 18 18 5 3 3 3 18 3 1 5
split_gain=0.0173998 0.00143792 0.00332003 0.0104898 0.000765524 0.00116811 0.000732665 0.00062947 0.00145795 0.000555095 0.00267663 0.00346837 0.000549219 0.000473264 0.000566965 0.000564346 0.000460651 0.000588323 0.000459259 0.00127309 0.000458679 0.000445404 0.000348411
threshold=0.23663500000000004 0.089395000000000016 0.060860000000000011 0.08741500000000002 -0.086304999999999993 -0.071844999999999992 0.31293500000000007 -0.069565000000000002 0.40441500000000008 -0.020999999999999998 -0.083284999999999984 -0.082224999999999993 -0.011569999999999999 0.086800000000000016 0.0057900000000000009 -0.090164999999999995 0.090835000000000013 0.092395000000000019 0.088285000000000016 -0.020999999999999998 0.090295000000000028 -0.083284999999999984 -0.085794999999999996
decision_type=2 2 2 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 -4 -5 -6 7 8 16 10 -9 -12 -11 14 18 -15 -3 -18 21 -20 -14 -1 -17
right_child=-2 6 3 4 5 -7 -8 9 -10 12 11 -13 20 15 -16 22 17 -19 19 -21 -22 -23 -24
leaf_value=9.9408007437572457e-05 -0.0017916051493721086 -0.00019912336988743782 0.0017737396496541522 -0.00015220786748327541 0.00066245168723739318 3.1528601857817585e-05 0.00034249809814872873 -0.00081622544089135246 0.00057600414717455398 0.00030802019175471724 0.00069964482596933386 -0.00029514343840645528 -0.00032038593573466208 -0.00032333842589447594 0.00033013184142824853 0.00024870426002160639 0.00034320039319814326 1.2228133570799314e-05 0.00043147421154216209 -0.0001738727155740286 -2.6949052014675531e-05 -4.9164657557029455e-05 -8.2819350504745732e-05
leaf_weight=398 52 81 48 63 47 84 57 53 51 46 49 119 56 67 83 47 62 420 97 51 1211 394 91
leaf_count=398 52 81 48 63 47 84 57 53 51 46 49 119 56 67 83 47 62 420 97 51 1211 394 91
internal_value=0 4.15556e-05 0.000117838 0.000455177 0.000124714 0.00026414 -8.92802e-06 -1.86347e-05 6.59285e-05 -5.30157e-05 -0.000199545 -1.23971e-07 -2.77289e-05 5.06923e-05 7.87683e-05 -8.54202e-05 1.82687e-05 5.64998e-05 5.57025e-05 0.000217344 -4.05648e-05 2.44632e-05 2.41588e-05
internal_weight=0 3675 1470 242 194 131 2205 2148 614 1534 221 168 1313 1228 1023 205 563 482 940 148 1267 792 138
internal_count=3727 3675 1470 242 194 131 2205 2148 614 1534 221 168 1313 1228 1023 205 563 482 940 148 1267 792 138
is_linear=0
shrinkage=0.0995203


Tree=9747
num_leaves=20
num_cat=0
split_feature=20 6 5 5 1 3 1 19 0 5 8 9 8 27 17 26 10 26 17
split_gain=0.016966 0.00124733 0.00179897 0.00826901 0.000778375 0.00201128 0.00101335 0.00058892 0.000570404 0.000928337 0.000799215 0.000511799 0.00147313 0.00062847 0.000496613 0.000473822 0.000439153 0.000406907 0.000321265
threshold=-0.41270499999999993 0.082725000000000021 -0.088604999999999989 -0.092239999999999989 -0.063809999999999992 0.10871500000000002 -0.070654999999999996 0.14061500000000002 -0.071484999999999993 -0.049719999999999993 -0.070134999999999989 0.11222500000000002 0.056535000000000009 1.0000000180025095e-35 0.066010000000000027 -0.2382 0.082245000000000026 0.11699500000000003 -0.088525000000000006
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 14 6 -6 8 11 10 -10 -4 13 -13 15 -3 -2 18 -17 -15
right_child=1 2 4 -5 5 -7 -8 -9 9 -11 -12 12 -14 16 -16 17 -18 -19 -20
leaf_value=-0.0018848729954601471 -0.00028425375493327577 0.00018877677730228082 7.24008920562076e-05 0.0015622092363546212 0.00066407560729043243 -0.0001520585429348465 -0.00030627416478345049 -0.00035798119941156685 0.00057166064210852866 2.1171306804983496e-05 -0.00022197710504404813 -6.1700987933171531e-05 0.00057346794387019796 -0.00039660222880555292 -0.0001723821148774998 3.1491953257758266e-05 0.00012971219934392427 -0.00018035987707855277 -0.00012572387135422971
leaf_weight=46 52 91 709 46 68 51 78 46 55 75 104 91 58 63 63 1695 46 94 196
leaf_count=46 52 91 709 46 68 51 78 46 55 75 104 91 58 63 63 1695 46 94 196
internal_value=0 3.81672e-05 0.000114767 0.000390901 6.5604e-05 0.000307425 3.66175e-05 -5.32904e-06 6.58478e-05 0.000260368 3.37368e-05 1.38267e-06 0.000180052 -1.06411e-05 3.57142e-05 1.08672e-05 -0.000143151 1.9903e-05 -0.000194774
internal_weight=0 3681 1340 200 1140 119 1021 2341 943 130 813 2295 149 2146 154 1841 305 1789 259
internal_count=3727 3681 1340 200 1140 119 1021 2341 943 130 813 2295 149 2146 154 1841 305 1789 259
is_linear=0
shrinkage=0.0995203


Tree=9748
num_leaves=23
num_cat=0
split_feature=28 20 20 20 18 18 18 5 20 17 26 29 20 1 7 27 5 17 5 19 5 30
split_gain=0.00690073 0.00349655 0.0230585 0.00221696 0.00130715 0.00420506 0.00738288 0.00104388 0.000841047 0.000793488 0.00125905 0.000529779 0.000471658 0.00113493 0.000469442 0.000470691 0.000418345 0.000400285 0.000265218 0.00022931 0.00043463 0.000136492
threshold=0.083225000000000021 -0.080754999999999993 -0.081374999999999989 -0.41270499999999993 0.087810000000000013 0.092750000000000013 0.090725000000000014 -0.087969999999999993 -0.085504999999999984 -0.086174999999999988 0.084495000000000028 0.097705000000000028 -0.097769999999999996 -0.0088199999999999997 -0.074334999999999998 1.0000000180025095e-35 -0.49053999999999998 0.41580500000000009 -0.14822499999999997 0.12477000000000003 -0.088604999999999989 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 3 -1 11 6 7 -6 12 -10 -11 14 21 -14 -3 17 -17 -16 -7 20 -20 -5
right_child=-2 4 -4 8 5 18 -8 -9 9 10 -12 -13 13 -15 15 16 -18 -19 19 -21 -22 -23
leaf_value=0.00072541068392307129 0.0010226039189023821 -0.00026974622643475383 0.0023518397819238895 -9.7270947253110015e-06 0.00024838075486360357 0.00020600480220042228 -0.0015415377350296584 -0.00040732287855389012 -5.9440430439098264e-05 7.9905885913154842e-06 0.00061530850501868059 -0.00029074292832875396 0.00011989213978911751 -0.00041446006629379528 5.8885780253017357e-05 8.4965450265535533e-05 -0.00019912700968961755 -0.00011098613052057682 -0.00023160850606145238 -0.00020131619835794351 3.381187193948385e-05 0.00017325450019789733
leaf_weight=48 70 53 47 217 47 48 54 48 81 69 72 55 64 95 1757 72 155 146 73 73 367 48
leaf_count=48 70 53 47 217 47 48 54 48 81 69 72 55 64 95 1757 72 155 146 73 73 367 48
internal_value=0 2.46349e-05 0.000217999 7.23085e-05 -2.36908e-05 -0.000141447 -0.000611548 -7.43051e-05 2.25135e-05 0.000180355 0.000323916 1.33011e-05 -5.81994e-05 -0.000194226 2.13364e-05 2.89636e-05 -0.000105412 4.54229e-05 -1.51296e-05 -3.74163e-05 -8.36329e-06 2.03276e-05
internal_weight=0 3689 741 694 2948 710 149 95 646 222 141 2238 424 159 2183 2130 227 1903 561 513 440 265
internal_count=3759 3689 741 694 2948 710 149 95 646 222 141 2238 424 159 2183 2130 227 1903 561 513 440 265
is_linear=0
shrinkage=0.0995203


Tree=9749
num_leaves=22
num_cat=0
split_feature=28 1 1 5 5 26 1 6 6 5 36 8 9 7 19 19 5 0 0 21 21
split_gain=0.00559519 0.00277045 0.0298648 0.00173168 0.00493173 0.00739873 0.00180335 0.00143743 0.000546174 0.000534674 0.000482337 0.000449759 0.000377741 0.00207369 0.000371077 0.000522416 0.00043508 0.000341365 0.000293263 0.000264947 0.000141693
threshold=0.083225000000000021 0.059230000000000012 0.067120000000000027 -0.084089999999999984 -0.088935 0.087625000000000022 0.05340000000000001 0.18123500000000006 -0.045589999999999999 -0.092864999999999989 0.088355000000000031 -0.055085000000000002 0.11351500000000002 0.056805000000000015 0.096755000000000022 0.10876500000000001 -0.000475 -0.142265 -0.09937 0.087625000000000022 -0.042694999999999997
decision_type=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 9 -6 7 14 10 11 12 18 13 -4 16 -16 -5 -10 -1 -13 -19
right_child=-2 2 8 6 5 -7 -8 -9 17 -11 -12 19 -14 -15 15 -17 -18 20 -20 -21 -22
leaf_value=-2.5320803535655716e-05 0.00092083410249741641 0.0022491295677104103 -0.0001353351816705898 6.839153732359846e-05 -3.1519425201452912e-05 -0.0017432650215902191 -0.00052062122248216331 0.0005083783698819368 0.00039320398546933158 -0.00024168695912652334 0.00024047162770831086 1.0443283182602632e-05 -0.00035574338888241103 0.00052890922723909 -0.0003628039982822555 -1.4893762939127301e-05 -2.2701983120518102e-05 0.00016404259815666877 0.00022321201036284985 -0.00028291641457069263 -4.9472527992001991e-05
leaf_weight=68 70 64 370 1173 57 46 61 60 46 90 50 60 46 53 58 184 914 63 121 53 52
leaf_count=68 70 64 370 1173 57 46 61 60 46 90 50 60 46 53 58 184 914 63 121 53 52
internal_value=0 2.21612e-05 0.000193858 -2.09368e-05 -0.000190822 -0.000803937 1.30529e-05 2.70222e-05 0 -2.76351e-05 -4.92559e-05 3.34445e-05 -8.18892e-05 -5.0173e-05 1.42699e-05 -0.00010166 2.8105e-05 0.000160556 0.000129461 -0.000119906 6.03782e-05
internal_weight=0 3689 744 2945 495 103 2450 2389 680 392 519 302 469 423 2329 242 2087 161 189 113 115
internal_count=3759 3689 744 2945 495 103 2450 2389 680 392 519 302 469 423 2329 242 2087 161 189 113 115
is_linear=0
shrinkage=0.0995203


Tree=9750
num_leaves=26
num_cat=0
split_feature=3 18 20 20 6 8 8 0 29 0 18 8 4 8 3 4 3 3 4 3 17 8 0 36 8
split_gain=0.00331439 0.0148554 0.00262531 0.020762 0.00177193 0.000878931 0.00435042 0.00852615 0.000681834 0.000656428 0.00100073 0.000824543 0.000775721 0.000485805 0.000900281 0.000451888 0.000443746 0.000522401 0.000487941 0.000366351 0.000405585 0.000385617 0.000271517 0.000304399 0.000186243
threshold=0.07728500000000002 -0.019539999999999998 -0.080869999999999984 -0.081424999999999984 0.23663500000000004 -0.08731499999999999 -0.088874999999999996 -0.083995 0.0035350000000000004 -0.068899999999999989 -0.085454999999999989 -0.084915000000000004 0.08167000000000002 -0.08569499999999998 0.086775000000000033 0.086380000000000026 0.084380000000000024 0.083815000000000014 0.13271500000000006 0.084895000000000012 0.24923500000000007 -0.090809999999999988 0.019150000000000004 0.081840000000000024 -0.093795000000000003
decision_type=2 2 2 2 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 6 19 -8 13 10 11 -2 -11 14 -7 -12 17 -15 -18 24 21 -21 23 -3 -4
right_child=2 22 5 -5 -6 8 7 -9 -10 12 15 -13 -14 16 -16 -17 18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.0019795365571903833 -4.3057989178927155e-05 0.00027746342407175567 0 0.0022046424087395129 0.0006187749437649735 0.00052038683481463231 0 -0.0017004962580523216 -0.00030021409268989513 -0.00051510797828311565 0 0.00041599313497312174 3.0254655320361569e-05 -3.5995763734119079e-06 -1.2583826541953353e-05 -0.00027749090905148115 2.378335203708944e-05 -0.00043420720826996024 -0.00027410418130162015 -5.3034313389330858e-05 0.00015947595661636524 -0.00034153092289997676 -0.00021012444269034416 -3.1183478402761846e-05 0.00025537811195234481
leaf_weight=47 58 46 52 47 48 52 77 48 71 51 269 101 47 74 72 73 1689 49 56 403 74 54 47 90 64
leaf_count=47 58 46 52 47 48 52 77 48 71 51 269 101 47 74 72 73 1689 49 56 403 74 54 47 90 64
internal_value=0 0.000401307 1.10608e-05 0.000184721 3.67224e-05 -3.1162e-05 -0.000121768 -0.000659428 2.3471e-06 -8.55295e-06 3.6104e-05 0.000243392 -0.000245203 1.35421e-05 0.000204318 -5.78731e-05 4.39943e-07 -0.000181798 1.37545e-05 -1.66271e-05 -5.27576e-05 -8.8915e-05 0 6.71925e-05 0.000141706
internal_weight=0 230 3529 694 647 2835 772 125 2063 599 501 159 98 1992 124 342 1868 123 1745 647 531 457 183 136 116
internal_count=3759 230 3529 694 647 2835 772 125 2063 599 501 159 98 1992 124 342 1868 123 1745 647 531 457 183 136 116
is_linear=0
shrinkage=0.0995203


Tree=9751
num_leaves=32
num_cat=0
split_feature=1 1 21 5 5 6 26 6 9 6 8 1 3 20 17 3 20 9 2 3 17 21 17 3 3 18 2 3 1 26 6
split_gain=0.00363952 0.0206171 0.0665816 0.00175848 0.00919389 0.000997787 0.000575353 0.000411673 0.000513172 0.000537302 0.000625559 0.000620197 0.000486612 0.000813709 0.000385483 0.000751548 0.000472841 0.00055892 0.000367695 0.000681258 0.00051544 0.00122997 0.000630422 0.000480081 0.000659464 0.000420809 0.00127482 0.000361172 0.000328174 0.000263007 0.000262656
threshold=0.051820000000000012 0.067120000000000027 0.09339500000000002 -0.088604999999999989 -0.091229999999999992 0.18123500000000006 0.086835000000000009 -0.045589999999999999 0.11222500000000002 -0.11796999999999999 -0.089044999999999999 0.10924000000000002 0.13345500000000002 -0.060199999999999997 -0.0042049999999999995 0.086605000000000029 -0.009049999999999999 0.08709500000000002 -0.082704999999999987 0.11089500000000001 -0.35269999999999996 0.089350000000000027 -0.53447999999999996 0.086895000000000014 0.084795000000000023 0.090795000000000028 -0.083344999999999989 0.14166500000000004 -0.086814999999999989 0.085855000000000029 -0.14723999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 18 -4 8 9 27 -11 -12 13 -9 15 -1 29 -18 19 25 21 -20 -23 24 -22 26 -5 30 -25 -16 -3
right_child=1 7 6 5 -6 -7 -8 12 -10 10 11 -13 -14 -15 16 -17 17 -19 20 -21 23 22 -24 28 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.00011348746935726274 0.0044269140851734019 -1.6034394465672789e-05 -0.00030988670603649781 5.304814092115485e-05 -0.0013862734186987108 0.00040989326580772093 0.00013707880573073303 -5.0298111957123468e-07 0.00019053054835553452 2.3853749211838203e-05 -0.00013759409611383808 -0.00065625556430713456 -0.00013888915699944698 0.00051334484200012977 -0.00028275161614356171 -0.0003851626916065512 0.00034254811706941772 -6.9034155385998519e-05 -0.00060142259391571999 -0.00026327157827759419 4.388806148390988e-06 0.00023479674978753063 -0.00027095380701781162 0.00013908980994525196 -0.0003300520238201885 -0.0001408219128657038 0.00055383049851138869 -0.00021336612800124634 -1.0032584415460459e-05 3.5064167712535532e-05 0.000238212041000923
leaf_weight=50 46 202 50 882 57 60 64 63 68 48 52 49 48 54 46 68 81 50 52 67 124 52 46 178 103 89 54 78 779 50 49
leaf_count=50 46 202 50 882 57 60 64 63 68 48 52 49 48 54 46 68 81 50 52 67 124 52 46 178 103 89 54 78 779 50 49
internal_value=0 0.000209968 0.00123073 -2.19576e-05 -0.000215157 8.95453e-06 -5.17778e-05 -1.85877e-05 -6.12079e-05 -9.87327e-05 -0.000256151 -0.000397327 0.000117485 0.000229661 -1.92949e-05 -0.000166933 5.38445e-05 0.000179207 -6.24085e-07 4.18538e-05 -3.60097e-05 -0.00021019 0 -1.32516e-05 -0.000143756 6.25972e-05 8.28141e-05 -2.49517e-05 1.68485e-05 -0.000108695 3.03379e-05
internal_weight=0 871 160 2888 402 2486 114 711 546 478 149 101 165 117 345 118 227 131 2426 1092 1334 150 98 1184 227 1025 936 329 957 96 251
internal_count=3759 871 160 2888 402 2486 114 711 546 478 149 101 165 117 345 118 227 131 2426 1092 1334 150 98 1184 227 1025 936 329 957 96 251
is_linear=0
shrinkage=0.0995203


Tree=9752
num_leaves=23
num_cat=0
split_feature=28 2 2 20 20 30 20 2 2 21 17 20 10 4 10 17 4 26 0 0 0 0
split_gain=0.0208655 0.00214371 0.0108006 0.00458368 0.0320931 0.00164675 0.00105763 0.000892902 0.000775545 0.00075025 0.000726331 0.000461395 0.000575467 0.00101498 0.000859653 0.000760452 0.000446983 0.000431691 0.000813617 0.00132501 0.000443494 0.000363257
threshold=0.083225000000000021 -0.084114999999999981 -0.083534999999999984 -0.079864999999999992 -0.080934999999999993 0.11634000000000003 -0.081945000000000004 -0.082954999999999987 -0.087614999999999985 0.12980000000000003 -0.080579999999999999 -0.15498999999999999 0.086275000000000018 0.10323000000000003 0.090150000000000022 -0.45380999999999999 0.10845500000000002 0.087625000000000022 -0.085754999999999984 -0.083995 -0.088594999999999993 -0.080324999999999994
decision_type=2 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 16 -5 11 -9 21 -1 13 15 -14 -13 -4 18 20 -20 -12 -10
right_child=-2 2 3 5 -6 -7 -8 9 10 -11 17 12 14 -15 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=0.00029341194227745646 -0.0018091260434672115 -0.0013204015025254643 8.8871577525894942e-05 -0.00035871654880736427 -0.0026041738053201456 -0.00058753225187212872 -0.00040415939496402087 1.0519969463548919e-05 9.1105954329769482e-05 0.00026758742023052628 0.00016665049082820166 0.0001936754485467254 0.00047382888835469322 -0.00051494245335286469 -6.053978916266219e-05 -9.3392749072346079e-05 -0.00018456366971250377 0.00043945344304718831 0.00065339275220398143 -1.1355840016010468e-05 -0.00024215472124927085 -0.00025457868881326076
leaf_weight=49 68 70 268 61 55 46 67 1738 84 121 53 119 53 46 63 385 75 90 64 51 51 46
leaf_count=49 68 70 268 61 55 46 67 1738 84 121 53 119 53 46 63 385 75 90 64 51 51 46
internal_value=0 -4.91197e-05 -0.000101018 -6.5569e-05 -0.000346563 4.75551e-07 -4.17156e-05 1.49896e-05 6.26461e-05 2.76925e-05 0.000166774 -1.41865e-07 -2.29689e-05 -6.65385e-05 0.000176554 -2.39885e-05 2.66958e-05 0.000250069 0.000168502 0.000351473 -2.59499e-05 -2.49162e-05
internal_weight=0 3655 2501 2431 465 1966 410 1920 1154 1859 439 715 666 550 116 504 343 309 219 115 104 130
internal_count=3723 3655 2501 2431 465 1966 410 1920 1154 1859 439 715 666 550 116 504 343 309 219 115 104 130
is_linear=0
shrinkage=0.0995203


Tree=9753
num_leaves=34
num_cat=0
split_feature=1 1 8 3 30 20 2 2 17 1 26 26 2 26 9 26 26 26 26 2 1 20 8 20 20 20 21 3 9 9 9 9 26
split_gain=0.00493749 0.0275701 0.0841028 0.00188112 0.00181077 0.00122801 0.00096119 0.00979279 0.00086307 0.000572247 0.000983726 0.000641287 0.000925147 0.000907388 0.000620908 0.000575229 0.000541068 0.00158884 0.000939729 0.000588887 0.000526461 0.00102131 0.000477378 0.000429227 0.00131 0.0010012 0.000996225 0.000354628 0.000225646 0.000583925 0.000317029 0.000693393 0.00041071
threshold=0.05309500000000001 0.067120000000000027 -0.077784999999999993 0.11308000000000003 0.11290000000000001 0.15091500000000005 -0.084114999999999981 -0.083534999999999984 0.51362000000000008 -0.088495000000000004 0.084785000000000013 0.085855000000000029 -0.086554999999999993 0.088435000000000027 0.084055000000000032 0.083705000000000016 0.11724000000000002 0.11928500000000002 0.11215000000000001 -0.073369999999999991 -0.010395 -0.079725000000000004 -0.44475499999999996 -0.048779999999999997 -0.014955 -0.073489999999999986 -0.080634999999999998 0.14823500000000003 0.095415000000000014 0.091405000000000028 0.083760000000000015 0.08073000000000001 0.087745000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 9 -8 16 28 14 -12 -13 -14 15 -11 18 -18 22 -19 21 -16 -9 25 -25 26 -3 -26 29 30 31 -1 -32
right_child=1 4 3 -5 -6 -7 7 8 -10 10 11 12 13 -15 20 -17 17 19 -20 -21 -22 -23 -24 24 27 -27 -28 -29 -30 -31 32 -33 -34
leaf_value=0.00010012182364858017 -0.0050519002594596445 0.00034816457995578374 0.00047057655255525568 -0.00037869425246310143 -0.00059898845095220901 0.0005180899649295615 -0.0012634828894250575 0.00028273264216880907 0.00029676556749202494 -1.1367611541277273e-05 0.00055434075217342669 0.00043782890516567741 -0.00027328380849129776 0.00029679893128914864 2.3477185356397381e-05 0.00043812664564470648 -0.00068570189280151201 0.00027163490333943237 0.00037791126713363637 -0.00014221713661692693 0.00011252777332182596 -0.0005455882413661899 -3.2219216018583546e-05 -0.00055655696936016976 3.9657507771482572e-05 0.00041857498296806443 -0.00018942323156861428 -0.00023776316260982265 0.00012807299277497387 -0.00035838447079395076 0.00018684666181146748 -0.00040719696972866501 -8.4494574461736123e-05
leaf_weight=52 46 47 54 49 50 46 64 49 86 53 65 80 59 52 68 53 47 46 61 127 72 54 1377 50 263 66 122 55 87 52 127 51 93
leaf_count=52 46 47 54 49 50 46 64 49 86 53 65 80 59 52 68 53 47 46 61 127 72 54 1377 50 263 66 122 55 87 52 127 51 93
internal_value=0 -0.000284487 -0.00151364 5.86067e-05 -2.13069e-05 2.19373e-05 -1.088e-05 -5.37298e-05 -1.00918e-05 6.6481e-05 0.000134641 0.000278074 0.00017977 0 9.51637e-06 0.000205657 -2.60311e-05 -0.000171793 -3.91533e-06 -2.74436e-05 -9.34334e-05 -0.000221694 -2.08228e-05 -1.45543e-05 -8.28123e-05 8.88514e-05 -3.50726e-05 -5.74979e-06 -1.37754e-05 -4.88672e-05 0 -0.000143127 6.84223e-05
internal_weight=0 848 149 103 699 649 2875 1857 1793 1018 556 256 191 111 300 106 1707 220 1487 173 194 122 1426 603 368 235 169 318 462 375 323 103 220
internal_count=3723 848 149 103 699 649 2875 1857 1793 1018 556 256 191 111 300 106 1707 220 1487 173 194 122 1426 603 368 235 169 318 462 375 323 103 220
is_linear=0
shrinkage=0.0995203


Tree=9754
num_leaves=31
num_cat=0
split_feature=1 1 2 9 8 3 17 17 6 26 26 21 5 8 4 17 21 26 9 1 5 17 9 20 4 5 21 21 26 4
split_gain=0.00400625 0.0223552 0.069362 0.0016478 0.00138023 0.00109608 0.000869912 0.00469773 0.00893014 0.000979803 0.00116314 0.000839951 0.000804378 0.00142226 0.0007188 0.000648936 0.000456911 0.000410905 0.00187653 0.00166308 0.00121027 0.000798855 0.000550583 0.000354379 0.000418143 0.000290833 0.000249208 0.000308235 0.000593405 0.000320926
threshold=0.05309500000000001 0.067120000000000027 -0.080484999999999987 0.11408000000000003 0.10851500000000001 0.11308000000000003 -0.093784999999999993 -0.14051499999999997 0.089525000000000021 0.11724000000000002 0.11928500000000002 0.13042000000000004 0.057175000000000011 -0.077604999999999993 0.079660000000000022 0.056905000000000011 0.11987500000000002 0.096685000000000021 0.093535000000000021 -0.031409999999999993 -0.013384999999999999 0.021725000000000005 0.091965000000000033 -0.09638999999999999 0.11240500000000002 -0.071539999999999992 0.10384500000000002 0.088715000000000016 0.085790000000000019 0.10606500000000003
decision_type=2 2 2 2 2 2 2 2 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 11 -4 7 16 14 12 -11 23 17 -14 -9 25 26 18 22 -20 21 -19 -8 -3 -25 -12 27 29 -29 -1
right_child=1 3 5 -5 -6 -7 9 8 -10 10 15 -13 13 -15 -16 -17 -18 20 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=8.8700539711432895e-05 -0.0043849985876850016 0.00019102326205080189 0.00048063625964400231 -0.00042510866215782818 0.00055565770837694064 -0.00017395461568701413 2.9675614001713493e-05 9.8234799770654605e-05 -0.0017312481387486824 -0.00060441960219364654 0.00029507072713761388 0.00034281077158916233 0.0006929247833406683 2.1513965824254302e-05 -0.00038444807204984625 -0.00031200159945281254 -0.00022081206478582224 -0.00023732929940635606 -0.00083250103831814882 -3.5622938984670385e-05 0.00058874147892448432 0.00021636675925010401 0.00034780511467921303 -0.00016543753153143247 2.4069464349352995e-05 -4.1562740315053258e-05 0.00023388171579247121 0.00012112936322593221 -0.00035214137154670051 -0.00017153980887335446
leaf_weight=421 50 53 51 87 47 48 1288 68 47 49 46 61 52 85 53 56 70 66 47 63 50 91 57 247 204 49 64 46 56 51
leaf_count=421 50 53 51 87 47 48 1288 68 47 49 46 61 52 85 53 56 70 66 47 63 50 91 57 247 204 49 64 46 56 51
internal_value=0 -0.000256174 -0.001363 -1.90699e-05 3.73137e-05 0.00015499 -9.68386e-06 -9.25874e-05 -0.00056586 2.62365e-05 -0.000181853 -4.3563e-06 4.98255e-05 0.000282332 -0.000106423 -3.93074e-05 1.85584e-05 3.01673e-05 1.0898e-05 -0.000383549 0.000161656 2.04268e-05 4.37663e-05 -4.79988e-05 -7.79031e-05 0.000112822 4.61048e-05 2.37418e-05 -0.00013068 5.8847e-05
internal_weight=0 848 149 699 612 99 2875 876 168 1999 200 565 1799 137 121 151 708 1662 1455 110 207 157 1345 504 451 95 638 574 102 472
internal_count=3723 848 149 699 612 99 2875 876 168 1999 200 565 1799 137 121 151 708 1662 1455 110 207 157 1345 504 451 95 638 574 102 472
is_linear=0
shrinkage=0.0995203


Tree=9755
num_leaves=23
num_cat=0
split_feature=28 26 26 26 8 11 6 5 26 6 2 1 24 6 10 26 26 8 9 9 26 9
split_gain=0.0155296 0.00201246 0.0345984 0.00430916 0.00848666 0.0021355 0.000793967 0.00121058 0.000600647 0.000793642 0.000732721 0.00180767 0.000898963 0.000611281 0.000549542 0.000517658 0.00116575 0.000505921 0.000469668 0.000459757 0.000399863 0.000329431
threshold=0.083225000000000021 0.087745000000000031 0.088015000000000024 0.088605000000000017 -0.084044999999999995 -0.37931999999999999 0.11642500000000001 0.057175000000000011 0.085465000000000027 0.087975000000000012 0.13896000000000006 0.41897000000000012 0.083550000000000027 -0.083069999999999991 0.09056500000000002 0.11724000000000002 0.11928500000000002 -0.085165000000000005 0.08951000000000002 0.09667000000000002 0.086255000000000012 0.086315000000000017
decision_type=2 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 -1 15 19 10 17 12 13 14 -12 -7 18 -17 20 -5 -8 -10 -19
right_child=-2 2 3 6 -6 8 7 -9 9 -11 11 -13 -14 -15 -16 16 -18 21 -20 -21 -22 -23
leaf_value=-0.00059986607051607161 -0.0015498482247505059 -0.0026683513988748106 0.00019956610636481881 0.00011261811881232135 -0.001652387661850264 -3.8143727745395198e-07 0.00024511335829111058 0.00065979628650982892 0.00017383715507955939 0.00043416184079350656 -0.00024348523771138786 0.00069161122202825653 -0.00043652368817878991 0.00016924286722480787 0.00034133332083109583 -0.00057828935201242047 -2.9307316621568413e-05 0.00044027874477834311 -3.1368384238907431e-05 -0.00018823704889551514 -0.0001441555348823197 7.746519003571521e-05
leaf_weight=52 68 51 51 366 46 1456 50 46 60 83 55 54 46 99 48 48 209 49 567 46 109 64
leaf_count=52 68 51 51 366 46 1456 50 46 60 83 55 54 46 99 48 48 209 49 567 46 109 64
internal_value=0 -3.14782e-05 -0.000121108 -2.96259e-05 -0.000670241 2.9135e-05 1.6411e-05 0.000239066 4.49272e-05 0.000161429 2.02732e-05 0.000195723 -2.74288e-06 1.65242e-05 9.98006e-06 -9.47009e-06 -0.000135026 7.8253e-05 2.42377e-05 2.89389e-05 -2.64148e-05 0.000242036
internal_weight=0 3655 1480 1429 97 2175 1332 142 2123 365 1758 208 1550 154 1504 1190 257 282 933 96 169 113
internal_count=3723 3655 1480 1429 97 2175 1332 142 2123 365 1758 208 1550 154 1504 1190 257 282 933 96 169 113
is_linear=0
shrinkage=0.0995203


Tree=9756
num_leaves=21
num_cat=0
split_feature=19 20 20 2 9 18 6 18 6 22 20 29 18 9 6 0 20 3 9 3
split_gain=0.0136108 0.00527063 0.0157386 0.00409442 0.0161164 0.0371647 0.00139519 0.00119629 0.00113386 0.000939029 0.000882846 0.000763661 0.000722863 0.000512737 0.000775044 0.000727721 0.000464302 0.000328328 0.000638228 0.000127054
threshold=0.14071500000000006 -0.081945000000000004 -0.08267999999999999 -0.088554999999999995 0.08488500000000003 -0.030229999999999996 0.12638500000000005 -0.227635 0.18123500000000006 0.12953000000000006 -0.080434999999999993 -0.096049999999999983 -0.10303999999999999 0.083925000000000013 -0.040424999999999996 -0.085684999999999997 -0.081189999999999998 0.088055000000000022 0.095415000000000014 0.09482500000000002
decision_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 -3 9 -1 13 10 16 -12 19 14 -9 -15 -5 -14 -19 -6
right_child=-2 3 -4 6 12 -7 -8 8 -10 -11 11 -13 17 15 -16 -17 -18 18 -20 -21
leaf_value=0.00058097373395220948 -0.001720816597543073 -0.003539794666241471 0.0020354958114563067 -7.4400088268828681e-05 0.00012551560571156097 -3.2544676587177403e-05 0.00051803249257726639 6.2248179734500996e-05 0.00043703391431267166 -0.00045849546643777697 -0.00038414134031984675 1.6579495929272232e-05 0.00011191083096590048 -9.1684624984914853e-05 -0.00034102185194426264 0.00023265328713177407 -0.00051898435429387473 -0.00029482727331100794 7.3011796420123924e-05 0.00039373071513442982
leaf_weight=52 46 46 46 55 47 87 50 107 75 46 48 2299 79 109 81 173 48 102 81 47
leaf_count=52 46 46 46 55 47 87 50 107 75 46 48 2299 79 109 81 173 48 102 81 47
internal_value=0 1.53425e-06 0.000260578 -5.30774e-05 -0.000316846 -0.00125173 -2.0949e-06 0.000122446 7.7194e-05 -1.28421e-05 -4.14059e-06 8.03529e-06 3.01247e-05 1.80309e-05 -0.000107147 0.000104386 -0.000289533 -5.22146e-05 -0.00012754 0.000268332
internal_weight=0 3678 643 3035 489 133 2546 597 545 2496 2450 2347 356 470 188 282 103 262 183 94
internal_count=3724 3678 643 3035 489 133 2546 597 545 2496 2450 2347 356 470 188 282 103 262 183 94
is_linear=0
shrinkage=0.0995203


Tree=9757
num_leaves=23
num_cat=0
split_feature=19 20 20 27 18 5 3 17 6 2 8 20 17 20 20 27 6 0 20 8 3 0
split_gain=0.0110371 0.00442849 0.012519 0.00369964 0.0173844 0.00242267 0.00158396 0.0084372 0.00129846 0.00127768 0.00120005 0.0010927 0.00104335 0.000993067 0.000985239 0.000872504 0.000815855 0.000753031 0.000705252 0.000699644 0.000194723 0.000335409
threshold=0.14071500000000006 -0.082220000000000001 -0.083009999999999987 1.0000000180025095e-35 -0.083775000000000002 0.26676500000000009 0.086465000000000028 -0.16207999999999997 -0.099455000000000002 -0.083665000000000003 -0.093795000000000003 -0.24910499999999999 -0.091134999999999994 -0.084474999999999995 -0.048954999999999999 0.11266000000000002 0.12638500000000005 -0.085794999999999996 -0.080754999999999993 -0.078844999999999985 0.13345500000000002 -0.093765000000000001
decision_type=2 2 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 -5 11 7 -3 9 -8 -11 -1 19 -14 -9 20 18 -16 -10 -13 21 -6
right_child=-2 3 -4 4 15 -7 8 14 16 10 -12 12 13 -15 17 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00041023312596853614 -0.0015495607010792146 -0.0014142941782048443 0.0018242738118179099 -0.0021582549137081938 6.5434864388872325e-05 0.00068432877536817591 0.00026175514096668539 -0.00048691304159756714 -0.00023088903758712427 3.1620291675437294e-05 -0.00038698662862318462 -3.8460779066951307e-06 0 0.00047750355113723887 0.00010440492559761711 -0.00043185274220066137 0.00045998278920430879 -0.00012221097942308277 7.1788057970077155e-05 -0.00054066709372464197 0.00019401225447015995 -0.00021609314464856409
leaf_weight=69 46 48 46 46 116 66 62 46 79 103 181 49 292 50 292 53 52 288 1574 54 48 64
leaf_count=69 46 48 46 46 116 66 62 46 79 103 181 49 292 50 292 53 52 288 1574 54 48 64
internal_value=0 1.4037e-06 0.000242742 -4.78294e-05 -0.000364205 0.000115899 -9.56393e-06 -0.000142156 3.36095e-05 -0.000141392 -0.000232285 4.13173e-05 -1.40459e-05 6.76436e-05 -4.33044e-05 -6.76032e-05 6.96031e-05 -6.71017e-06 5.68273e-05 -0.000293234 1.34784e-05 -3.01161e-05
internal_weight=0 3678 626 3052 327 580 2725 674 2051 346 284 514 445 342 626 281 1705 580 1653 103 228 180
internal_count=3724 3678 626 3052 327 580 2725 674 2051 346 284 514 445 342 626 281 1705 580 1653 103 228 180
is_linear=0
shrinkage=0.0995203


Tree=9758
num_leaves=22
num_cat=0
split_feature=19 20 20 27 27 5 3 5 6 20 0 20 4 5 20 6 18 4 0 20 27
split_gain=0.0089496 0.00359126 0.0101493 0.00299976 0.0150819 0.00196484 0.00128713 0.00460055 0.0010482 0.000940347 0.00129469 0.000887384 0.000731322 0.000713801 0.000712217 0.000660706 0.000668311 0.000595208 0.000558648 0.000556229 0.000235476
threshold=0.14071500000000006 -0.082220000000000001 -0.083009999999999987 1.0000000180025095e-35 0.081615000000000021 0.26676500000000009 0.086465000000000028 0.064585000000000017 -0.099455000000000002 -0.012970000000000001 -0.14824999999999997 -0.24910499999999999 0.13528000000000004 0.037395000000000005 -0.048954999999999999 0.12638500000000005 -0.17307499999999998 0.12220000000000002 -0.085794999999999996 -0.084224999999999994 0.10758500000000003
decision_type=2 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 -5 11 7 14 9 -8 -11 -1 17 19 -3 16 -10 20 -16 -13 -6
right_child=-2 3 -4 4 12 -7 8 -9 15 10 -12 13 -14 -15 18 -17 -18 -19 -20 -21 -22
leaf_value=0.0003694067571450517 -0.0013953480561348329 -0.00041182853738801737 0.0016427217847927755 -0.0019989189878886378 5.5551501761595474e-06 0.00061622422736840087 -0.00045384134411890505 -0.00086897517285205311 0.00025995917044118567 -0.00039582379941899141 8.739166583952836e-05 -6.6758361841375993e-06 -0.00039332432505644971 -0.00032453045452116188 8.9795286231020863e-05 0.00041420522893639746 3.1257546508315181e-05 0.00034347735865763833 -0.00011035515127748699 0.00035360482430977445 -0.00024558684873050867
leaf_weight=69 46 46 46 46 136 66 70 74 140 75 201 334 51 63 294 52 1513 46 260 48 48
leaf_count=69 46 46 46 46 136 66 70 74 140 75 201 334 51 63 294 52 1513 46 260 48 48
internal_value=0 1.24395e-06 0.000218597 -4.30694e-05 -0.000327959 0.000104238 -8.58223e-06 -0.00012813 3.03044e-05 -0.00012685 -4.09509e-05 3.69034e-05 -5.15076e-05 -1.28137e-05 -3.53944e-05 6.26762e-05 5.11226e-05 2.07274e-05 -2.66047e-06 3.64521e-05 -5.55111e-05
internal_weight=0 3678 626 3052 327 580 2725 674 2051 346 276 514 281 445 600 1705 1653 230 554 382 184
internal_count=3724 3678 626 3052 327 580 2725 674 2051 346 276 514 281 445 600 1705 1653 230 554 382 184
is_linear=0
shrinkage=0.0995203


Tree=9759
num_leaves=21
num_cat=0
split_feature=19 20 20 2 8 18 17 20 17 6 8 20 27 10 17 20 20 26 26 26
split_gain=0.00725714 0.00291526 0.00822646 0.00260581 0.0114757 0.030001 0.00118946 0.000805083 0.000789194 0.000770552 0.000707969 0.000688787 0.000685122 0.000636539 0.00128998 0.000544828 0.000647076 0.000520071 0.000446756 0.000338994
threshold=0.14071500000000006 -0.082220000000000001 -0.083009999999999987 -0.088554999999999995 -0.082184999999999994 -0.048605000000000002 -0.45712999999999998 -0.24910499999999999 -0.091134999999999994 0.12638500000000005 -0.013304999999999999 -0.084474999999999995 0.11266000000000002 0.090150000000000022 -0.55754499999999996 -0.080434999999999993 -0.081374999999999989 0.084355000000000027 0.11991000000000003 0.086580000000000032
decision_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 -3 -1 -8 10 12 -9 -10 15 14 -6 16 -5 -16 -17 -7
right_child=-2 3 -4 9 13 19 7 8 11 -11 -12 -13 -14 -15 17 18 -18 -19 -20 -21
leaf_value=0.00047046648129595411 -0.0012564827815885796 -0.0030575127095187828 0.0014792377498282069 3.843278454081104e-05 0.00059563461283095812 0.00016522305694969744 0.00035434281990385559 0 0 0.00038819058802607798 -0.00054575545123283472 0.00039981114649050308 -0.00037106013466706118 -0.00026186166967947101 -7.1082605728340555e-05 2.4678675021806057e-05 -0.00041579719865140384 0.00023498677067044523 -0.00013611239455645413 -0.00019191561880801044
leaf_weight=73 46 47 46 53 49 47 69 49 293 50 46 50 50 47 158 2159 66 83 185 58
leaf_count=73 46 47 46 53 49 47 69 49 293 50 46 50 50 47 158 2159 66 83 185 58
internal_value=0 1.12015e-06 0.000196972 -3.87831e-05 -0.00024932 -0.000967558 9.38638e-05 3.80243e-05 -9.93773e-06 1.0662e-06 -0.000265353 5.84173e-05 -6.31049e-06 7.22043e-05 0.000129169 7.61729e-07 -0.000206614 3.09304e-05 1.1639e-05 -2.42571e-05
internal_weight=0 3678 626 3052 489 152 580 507 438 2563 95 343 2513 337 290 2463 119 241 2344 105
internal_count=3724 3678 626 3052 489 152 580 507 438 2563 95 343 2513 337 290 2463 119 241 2344 105
is_linear=0
shrinkage=0.0995203


Tree=9760
num_leaves=14
num_cat=0
split_feature=28 19 2 2 9 9 9 4 2 21 2 19 27
split_gain=0.0102279 0.00650211 0.0027022 0.0184116 0.00114132 0.000906645 0.000742195 0.000590824 0.000414346 0.00138032 0.000556981 0.000359431 5.13764e-05
threshold=0.083225000000000021 0.14023500000000003 -0.11700999999999999 -0.14091999999999996 0.22832000000000005 0.09310000000000003 0.099125000000000033 0.14646500000000004 -0.086304999999999993 -0.012349999999999998 -0.085599999999999996 0.082010000000000013 0.078065000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 7 11 -7 8 9 -4 -10 12 -1
right_child=-2 -3 4 -5 -6 6 -8 -9 10 -11 -12 -13 -14
leaf_value=0.00015792848205515837 -0.0012279455874959148 -0.0011320181976013301 0.00045069885130404242 -0.0020412421033387069 0.00052695135770472674 -0.00034707590085023655 0.00010408860971754732 -0.00025496354911229896 -0.00020998802321168351 3.783307189450895e-05 3.1005991223571395e-05 0.00043993629324436611 5.65732149295368e-06
leaf_weight=63 69 50 101 49 47 80 62 69 98 418 2545 46 52
leaf_count=63 69 50 101 49 47 80 62 69 98 418 2545 46 52
internal_value=0 -4.71162e-06 1.05905e-05 -0.000251128 3.89442e-05 3.56615e-05 -0.000144324 3.1592e-05 3.8104e-05 0.000119756 2.17604e-05 0.000199491 9.6194e-05
internal_weight=0 3680 3630 352 3278 303 142 3231 3162 519 2643 161 115
internal_count=3749 3680 3630 352 3278 303 142 3231 3162 519 2643 161 115
is_linear=0
shrinkage=0.0995203


Tree=9761
num_leaves=23
num_cat=0
split_feature=2 2 17 18 27 19 6 6 18 0 20 27 17 18 18 8 4 17 18 0 17 7
split_gain=0.0072311 0.0567045 0.00590528 0.00811808 0.00104753 0.000770737 0.000473853 0.000709167 0.000873275 0.00215404 0.000500863 0.000738101 0.000507944 0.000456859 0.00102602 0.000976078 0.000449995 0.00042948 0.00098715 0.00106852 0.000240561 5.95836e-05
threshold=-0.11700999999999999 -0.14091999999999996 0.51734000000000024 -0.020999999999999998 0.11726500000000002 0.082010000000000013 0.087765000000000024 0.089610000000000009 -0.017129999999999996 -0.084665000000000004 0.0057800000000000013 -0.086859999999999993 -0.15313499999999999 -0.053034999999999992 -0.011835 -0.081174999999999983 0.14646500000000004 -0.56005499999999986 -0.060544999999999995 0.024745000000000007 -0.031185000000000001 0.054685000000000004
decision_type=2 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 6 17 10 8 -8 -10 11 -2 -12 15 -15 -9 -13 -1 -19 21 -14 -20
right_child=2 -3 3 -5 -6 -7 7 13 9 -11 12 16 20 14 -16 -17 -18 18 19 -21 -22 -23
leaf_value=-0.00029344411252051099 -0.00038623901420464199 -0.0035239195624897444 -0.0016854651626235246 3.5820362532250722e-06 0.00051878939727911496 0.00035737489739177145 0.00063340892319389548 0.00056332189175901546 -0.00022742323249101863 0.00057213590846289062 0.00042770067386741861 1.2815217902667042e-05 -4.6998124123713409e-05 -0.00028851871523519147 6.7228884365751516e-05 6.7685038943992941e-05 -0.00030200836479904827 -0.00036300096214900022 -7.6645269435194054e-05 0.00054731217710513665 0.00015371168101882687 6.8556197346584968e-05
leaf_weight=49 49 51 47 68 46 64 50 49 72 61 50 1852 93 99 425 230 46 47 64 48 142 47
leaf_count=49 49 51 47 68 46 64 50 49 72 61 50 1852 93 99 425 230 46 47 64 48 142 47
internal_value=0 -0.000442432 2.08581e-05 -0.000679606 4.57882e-05 4.76533e-05 3.87725e-05 9.63619e-05 0.000274297 0.000133137 1.29652e-05 -4.66582e-06 0.000136285 5.47919e-05 0 0.000157667 4.75382e-06 -2.68705e-05 3.25639e-05 0.000154641 7.07983e-05 -7.78856e-06
internal_weight=0 370 3379 115 3264 319 3218 986 183 133 2232 1947 285 803 524 279 1898 255 206 159 235 111
internal_count=3749 370 3379 115 3264 319 3218 986 183 133 2232 1947 285 803 524 279 1898 255 206 159 235 111
is_linear=0
shrinkage=0.0995203


Tree=9762
num_leaves=16
num_cat=0
split_feature=28 18 18 27 9 18 2 2 20 2 1 9 18 1 18
split_gain=0.00841673 0.00175309 0.0132903 0.0111737 0.00109292 0.00114265 0.000866686 0.00137114 0.000872165 0.000824961 0.000822862 0.000466831 0.000391199 0.000787667 0.000455726
threshold=0.083225000000000021 -0.019539999999999998 -0.026374999999999999 1.0000000180025095e-35 0.11640000000000002 -0.015979999999999998 -0.24151999999999998 -0.086254999999999984 -0.073314999999999991 -0.051635 -0.0098449999999999996 -0.25326499999999996 -0.011835 -0.083284999999999984 -0.010029999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -3 -1 10 -9 -6 -8 -7 13 -13 -14
right_child=-2 4 -4 -5 9 11 7 8 -10 -11 -12 12 14 -15 -16
leaf_value=-0.00037553458878948577 -0.0011111164630665626 0.0005254808993909848 -0.0014458881238974726 -0.0014364157356051791 0.00058681245949816665 -0.00024471689724468677 0.00014359686172126321 -0.00015103848167456689 5.6964904321668919e-05 9.9210275178777816e-05 0.00054319139476874715 9.4389600502977239e-05 0.0003132562360527245 -0.00046357297682012472 3.2447592436704596e-05
leaf_weight=48 69 46 68 53 64 62 295 298 601 85 65 51 60 46 1838
leaf_count=48 69 46 68 53 64 62 295 298 601 85 65 51 60 46 1838
internal_value=0 -1.46592e-06 -8.79421e-05 -1.94428e-05 5.30053e-05 3.41141e-05 3.73904e-05 5.37836e-05 -1.10733e-05 0.000314144 0.00021802 2.27278e-05 3.14497e-05 -0.000161772 4.17559e-05
internal_weight=0 3680 1428 1360 2252 2103 1307 1259 899 149 360 2057 1995 97 1898
internal_count=3749 3680 1428 1360 2252 2103 1307 1259 899 149 360 2057 1995 97 1898
is_linear=0
shrinkage=0.0995203


Tree=9763
num_leaves=17
num_cat=0
split_feature=28 17 8 8 8 4 8 9 17 4 17 10 6 26 26 17
split_gain=0.00682572 0.00427793 0.00856291 0.00158271 0.0157449 0.00106169 0.000779547 0.000863468 0.000673413 0.000564783 0.000562853 0.00050021 0.000808718 0.000441443 0.000953599 0.000784502
threshold=0.083225000000000021 0.51734000000000024 -0.081864999999999993 -0.10833 -0.11550499999999998 0.14068000000000006 -0.26194999999999996 0.08203000000000002 -0.53015499999999993 0.14699000000000004 0.056905000000000011 0.086030000000000023 -0.0092549999999999993 0.08777500000000002 0.08919500000000001 -0.15313499999999999
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 8 9 -8 11 10 -1 12 -5 15 -15 -10
right_child=-2 2 -4 5 -6 -7 7 -9 13 -11 -12 -13 -14 14 -16 -17
leaf_value=-8.8765687593302331e-05 -0.0010005379483064986 -0.0016344393732334928 7.8010672598579581e-05 -0.00020428969488832605 -0.001879630422339823 0.0004808856533227098 0.0005926023614698429 5.0984880228770676e-05 0.00018968482232532667 -0.00036648211302175423 0.00029689449345144525 -0.00040938823590934295 0.00021049922313130104 0.00029130083060965 5.3059779193142417e-05 -1.1770192146781663e-05
leaf_weight=125 69 47 73 125 47 54 47 87 220 46 53 49 73 204 989 1441
leaf_count=125 69 47 73 125 47 54 47 87 220 46 53 49 73 204 989 1441
internal_value=0 -1.23149e-06 -0.000585877 1.82457e-05 -0.000166554 4.22276e-05 5.60602e-05 0.000247064 3.43249e-05 -5.45468e-05 2.14667e-05 -0.000122388 -4.7228e-05 4.81745e-05 9.44846e-05 1.44197e-05
internal_weight=0 3680 120 3560 405 3155 358 134 3101 224 178 247 198 2854 1193 1661
internal_count=3749 3680 120 3560 405 3155 358 134 3101 224 178 247 198 2854 1193 1661
is_linear=0
shrinkage=0.0995203


Tree=9764
num_leaves=19
num_cat=0
split_feature=28 19 0 0 19 0 17 18 18 17 26 21 21 21 3 0 6 0
split_gain=0.0028372 0.00121217 0.000828779 0.0106379 0.000674324 0.000934955 0.00137615 0.000772937 0.00076477 0.00106976 0.000543802 0.000365635 0.00227842 0.000525156 0.000417164 0.00133346 0.000782905 0.000174205
threshold=0.080375000000000016 0.14071500000000006 -0.086304999999999993 -0.086855000000000002 0.094675000000000023 -0.084964999999999999 -0.0062099999999999994 -0.021369999999999997 0.11906500000000002 -0.0046399999999999992 -0.23033499999999998 0.09865500000000002 0.095695000000000016 0.087625000000000022 0.10850000000000003 -0.13752999999999999 -0.104035 -0.080434999999999993
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 5 6 -4 -6 10 -10 -7 12 13 -1 15 -13 -16 -9
right_child=-2 -3 4 -5 7 8 -8 17 9 -11 -12 14 -14 -15 16 -17 -18 -19
leaf_value=6.7906092576079991e-05 -0.00057373865009020429 0.00053941544148352174 -0.00059128134822781391 0.0014723413429935186 0.00051842371317158435 0.00030618168653351953 1.4381347828405586e-05 -8.8459275962521065e-05 0 -0.00062726861963538732 -7.2384411697586126e-07 0.0004931274216021397 0.00074806703317242275 -0.00010433806097530064 8.6480654626578993e-07 -0.00012089589707733325 -0.0005299181294950992 0.00013849354557434433
leaf_weight=823 77 47 69 53 48 59 75 52 64 46 1698 46 46 220 61 145 46 83
leaf_count=823 77 47 69 53 48 59 75 52 64 46 1698 46 46 220 61 145 46 83
internal_value=0 3.62299e-05 2.94967e-05 8.8213e-05 -8.66779e-06 -2.56664e-05 -0.000270147 0.000173658 -6.37138e-06 -0.000261191 9.11612e-06 3.47325e-05 6.18397e-05 3.07898e-05 -6.15802e-05 2.26982e-05 -0.000219672 4.50108e-05
internal_weight=0 3681 3634 1440 2194 2011 144 183 1867 110 1757 1387 1089 1043 298 191 107 135
internal_count=3758 3681 3634 1440 2194 2011 144 183 1867 110 1757 1387 1089 1043 298 191 107 135
is_linear=0
shrinkage=0.0995203


Tree=9765
num_leaves=26
num_cat=0
split_feature=0 27 2 2 0 27 18 9 19 2 2 19 2 3 19 2 1 2 2 17 3 21 9 4 5
split_gain=0.00161528 0.00630581 0.0015459 0.00624457 0.00719791 0.00124633 0.000947668 0.00113925 0.000771027 0.00115068 0.000673771 0.000670986 0.000713934 0.000502236 0.000498194 0.000369807 0.000582325 0.000364832 0.000604955 0.000350164 0.000464282 0.00112429 0.000658805 0.000314641 0.000282123
threshold=-0.057604999999999996 0.083925000000000013 -0.083769999999999997 -0.08453999999999999 -0.084269999999999998 0.10726000000000002 -0.097059999999999994 0.088510000000000019 0.12633000000000003 -0.083104999999999998 -0.08342999999999999 -0.071824999999999986 -0.082704999999999987 0.10393500000000001 0.10876500000000001 -0.097424999999999998 -0.092954999999999996 0.12875500000000004 0.10003000000000002 0.021725000000000005 0.11089500000000001 0.089350000000000027 0.095415000000000014 0.13686500000000004 -0.46834999999999999
decision_type=2 2 2 2 2 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 6 -5 8 7 -1 9 10 -4 -11 -13 -10 15 24 -17 18 19 20 22 -22 -2 -19 -8
right_child=1 -3 5 4 -6 -7 14 -9 13 11 -12 12 -14 -15 -16 16 -18 23 -20 -21 21 -23 -24 -25 -26
leaf_value=0.00057626261456833916 -5.2021643252342399e-05 -0.00092561607023961586 -7.326983527773365e-05 0.0017972401255538053 2.7541536969134114e-05 0.00051524989867945416 -5.7367230215607863e-05 1.784069298050648e-05 1.2922181513740844e-05 0.00035743341494816713 -0.00063221323995702242 0.00035045091514222348 -2.6551655729293801e-05 0.00047052433405304168 0.00028266287437352485 -0.00031584666478554567 -2.0172019373632476e-07 -0.00036304529688543691 0.00034740468713959582 0.00022006450140610437 -0.00043992223505285845 7.7911166417242772e-05 0.00034698098098111599 0 0.00019726242581763299
leaf_weight=75 145 84 46 47 46 46 57 76 50 49 47 51 1766 53 68 68 425 47 54 58 79 83 56 47 135
leaf_count=75 145 84 46 47 46 46 57 76 50 49 47 51 1766 53 68 68 425 47 54 58 79 83 56 47 135
internal_value=0 -0.000120704 5.13055e-05 0.000153429 0.000930708 2.617e-06 7.25596e-05 0.000300624 -8.42204e-06 -2.27603e-05 -0.000364549 -5.28709e-06 -1.55193e-05 0.000256335 2.57384e-05 0 -4.53995e-05 -4.38394e-07 3.35638e-05 -4.74687e-06 -4.29223e-05 -0.000169559 5.50706e-05 -0.000180967 0.000117406
internal_weight=0 653 3105 997 93 2108 904 151 2062 1959 93 1866 1817 103 753 685 493 569 475 421 363 162 201 94 192
internal_count=3758 653 3105 997 93 2108 904 151 2062 1959 93 1866 1817 103 753 685 493 569 475 421 363 162 201 94 192
is_linear=0
shrinkage=0.0995203


Tree=9766
num_leaves=16
num_cat=0
split_feature=28 19 1 1 1 5 19 8 5 17 18 8 8 0 3
split_gain=0.00221008 0.000851255 0.000774239 0.0065879 0.000789722 0.00172372 0.000425303 0.000490568 0.000719137 0.000578467 0.00036192 0.000442709 0.00107811 0.000484759 0.000213177
threshold=0.080375000000000016 0.14071500000000006 -0.082489999999999994 -0.084204999999999988 -0.08113999999999999 -0.080119999999999983 -0.071824999999999986 -0.081174999999999983 -0.066919999999999993 0.11180000000000002 -0.14343999999999998 -0.089594999999999994 -0.092299999999999993 -0.087184999999999999 0.086965000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 -4 -6 9 -9 -8 14 12 -12 -13 -1
right_child=-2 -3 4 -5 6 -7 7 8 -10 -11 11 13 -14 -15 -16
leaf_value=0.00035372796340931892 -0.00050790887820560096 0.00045226509627395748 8.2489431383817518e-05 0.00095394014317708251 0.000256416864607596 -0.00072073728748499365 9.1074587031778408e-06 3.6547968787393488e-05 -0.00011086157958542293 0.0001806927371308617 0 0.00035305667615180802 -0.00054536704919625942 1.5769319830924827e-05 3.2834132667176924e-05
leaf_weight=49 77 47 57 82 66 47 883 610 694 254 142 46 47 611 46
leaf_count=49 77 47 57 82 66 47 883 610 694 254 142 46 47 611 46
internal_value=0 3.04253e-05 2.47442e-05 9.8162e-05 -3.70762e-06 -0.000272636 7.12204e-06 4.62097e-08 -4.12769e-05 4.81587e-05 2.27183e-05 1.06106e-06 -0.000132159 4.06306e-05 0.000206965
internal_weight=0 3681 3634 1023 2611 104 2507 2441 1304 1137 941 846 189 657 95
internal_count=3758 3681 3634 1023 2611 104 2507 2441 1304 1137 941 846 189 657 95
is_linear=0
shrinkage=0.0995203


Tree=9767
num_leaves=26
num_cat=0
split_feature=26 0 2 2 26 1 19 2 5 5 2 5 26 5 5 9 18 26 7 2 2 8 3 9 9
split_gain=0.00197148 0.0134251 0.00124273 0.00500623 0.0061281 0.000772465 0.000614377 0.00078803 0.00050276 0.000800035 0.00073658 0.00060648 0.00051746 0.000447103 0.00186677 0.000998626 0.00142484 0.000465766 0.00052374 0.000410953 0.000382066 0.000606317 0.000381171 0.000325353 0.000319376
threshold=-0.16205499999999998 -0.057604999999999996 -0.083769999999999997 -0.08453999999999999 0.086895000000000014 -0.000195 0.12633000000000003 -0.083104999999999998 -0.066919999999999993 -0.061665000000000005 -0.081734999999999988 -0.072054999999999994 0.11215000000000001 -0.0091849999999999987 -0.011204999999999998 0.084055000000000032 -0.020999999999999998 0.091195000000000012 0.058975000000000007 -0.08342999999999999 -0.087944999999999995 -0.080724999999999991 0.11125500000000002 0.086345000000000019 0.086635000000000031
decision_type=2 2 2 2 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 13 -5 -1 7 19 10 -10 24 -12 -11 14 17 16 -15 18 -2 -4 21 -17 -8 -22 -9
right_child=2 -3 6 4 -6 -7 22 8 9 12 11 -13 -14 15 -16 20 -18 -19 -20 -21 23 -23 -24 -25 -26
leaf_value=2.3274149991885856e-05 -3.6630493587315111e-05 -0.0016891283447297552 -6.3363980412463246e-05 4.3765202478908328e-06 0.0016204078812390489 0.00053925562442516076 3.374002870641062e-05 0.00011556155400301615 -0.0004578061502069421 -5.8709839379441309e-05 -2.2411491919340273e-06 0.00034038539379166948 0.00013965431592905577 0.00075165390845249337 -0.00059511599840184005 0.00035591894967442942 0 0.00028970922836692512 0.00031488025007398032 -0.00049656355779168773 -0.0002087008098194036 2.2798967420561121e-05 0.00039743459615689246 9.5849871985568397e-05 0.00049096907004112162
leaf_weight=76 329 50 47 48 47 50 67 56 46 998 897 54 148 54 49 77 50 69 48 50 84 203 58 55 48
leaf_count=76 329 50 47 48 47 50 67 56 46 998 897 54 148 54 49 77 50 69 48 50 84 203 58 55 48
internal_value=0 -0.000307316 3.36002e-05 0.00012094 0.000812504 0.000234526 -5.44003e-06 -1.72272e-05 -4.86734e-06 -4.94821e-05 4.47651e-05 1.63532e-05 -3.23778e-05 5.55987e-05 -1.06855e-05 0.000119899 0.00039707 5.16878e-05 5.9528e-06 -0.000295102 4.91491e-05 0.000117331 0.000209043 -8.23058e-05 0.000296698
internal_weight=0 176 3582 1113 95 126 2469 2344 2247 1192 1055 951 1146 1018 495 523 104 446 377 97 419 280 125 139 104
internal_count=3758 176 3582 1113 95 126 2469 2344 2247 1192 1055 951 1146 1018 495 523 104 446 377 97 419 280 125 139 104
is_linear=0
shrinkage=0.0995203


Tree=9768
num_leaves=19
num_cat=0
split_feature=18 28 20 20 20 20 0 17 20 20 17 17 9 17 17 3 20 4
split_gain=0.00552025 0.0022308 0.00226765 0.00965439 0.0111648 0.000671804 0.000664019 0.000637086 0.000506187 0.000479514 0.000442075 0.000717825 0.000608865 0.00036848 0.000745277 0.000356475 0.00022467 0.000158209
threshold=0.26473000000000008 1.0000000180025095e-35 -0.080869999999999984 -0.083135000000000001 -0.082220000000000001 -0.084474999999999995 -0.098180000000000003 -0.55754499999999996 -0.074014999999999984 -0.41270499999999993 -0.0044799999999999987 -0.008069999999999999 -0.25326499999999996 -0.45380999999999999 -0.065004999999999993 0.11404500000000002 -0.081424999999999984 0.098220000000000016
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 9 -3 17 13 -1 11 -10 -12 -9 -15 -11 -6 -4
right_child=-2 6 7 4 16 -7 -8 8 10 15 12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.00028373744927170561 0.00086990762348291932 0.00017442336168917369 0.00012656828966015537 -0.0020214123250221422 -6.9242747759497088e-05 0.00033978576157708661 0.00072544948301844769 -2.0907964697466379e-05 -1.6904067713622916e-05 -9.3213965685461084e-05 -0.00028004122263091324 -0.00034173628284818772 6.2406648243605115e-05 0.00057554474930876726 0.00010199050767063028 0.00013164118484156349 -0.0003893744349942933 0.00042175241309831007
leaf_weight=48 74 46 46 54 50 60 51 76 1202 347 53 72 1200 47 131 85 52 47
leaf_count=48 74 46 46 54 50 60 51 76 1202 347 53 72 1200 47 131 85 52 47
internal_value=0 1.47638e-06 -1.10946e-05 -0.000172436 -0.0008622 2.53138e-05 0.000472578 2.76928e-05 1.88088e-05 -1.22897e-05 5.01234e-06 -3.59045e-05 4.72683e-05 0.000152844 0.000231629 -4.70767e-05 -0.000240473 0.00028455
internal_weight=0 3667 3570 696 156 540 97 2874 2781 480 2527 1274 1253 254 178 432 102 93
internal_count=3741 3667 3570 696 156 540 97 2874 2781 480 2527 1274 1253 254 178 432 102 93
is_linear=0
shrinkage=0.0995203


Tree=9769
num_leaves=24
num_cat=0
split_feature=20 20 0 8 8 8 20 0 0 2 2 2 9 9 21 20 20 20 8 8 0 8 8
split_gain=0.00232528 0.00910071 0.0110078 0.0018156 0.00875783 0.000718142 0.000590426 0.000590317 0.000869672 0.000630966 0.00109072 0.000881597 0.000581749 0.00180523 0.000569333 0.000478296 0.000687631 0.000378888 0.000306629 0.000474805 0.000277134 0.000224777 0.00012945
threshold=-0.080869999999999984 -0.08237499999999999 -0.090124999999999997 -0.11061499999999999 -0.13559999999999997 -0.15713999999999997 -0.078104999999999994 -0.069824999999999984 -0.071340000000000001 0.097285000000000024 -0.015714999999999996 -0.041009999999999998 0.11351500000000002 0.097365000000000021 0.09266000000000002 -0.083404999999999993 -0.084949999999999984 -0.41270499999999993 -0.097249999999999989 -0.086304999999999993 -0.142265 -0.409445 -0.51030999999999993
decision_type=2 2 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 -3 4 5 20 14 8 12 10 11 -9 13 -8 -5 16 17 -1 -19 -20 -2 22 -22
right_child=3 2 -4 6 -6 -7 7 9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 19 -21 21 -23 -24
leaf_value=0.00026539169148804447 -0.00020575990308436675 -0.0021450963970186571 -0.00016575783558038341 4.9922119414783794e-05 0.0014760191679195893 0.00037116957345278284 -1.2788200671373587e-05 0.00012539374203725039 -0.00042902205152924744 -0.00021442691547539239 0.00046880223296012655 -0.00028902030626177014 -0.0002496064391922386 0.0004069956266222665 0.00045992738526289407 -0.00026037863514210137 0.00036387400741868695 0.00014610820836818067 -0.00033584307500985277 -1.6331131089228929e-05 9.9648047557876018e-05 0.0002343553861968728 -0.00010017271455832823
leaf_weight=49 58 46 73 88 51 59 1644 416 48 55 83 57 88 108 60 58 58 82 55 327 51 46 81
leaf_count=49 58 46 73 88 51 59 1644 416 48 55 83 57 88 108 60 58 58 82 55 327 51 46 81
internal_value=0 -0.000139595 -0.00093776 5.64577e-05 0.000271124 6.00453e-05 2.80885e-05 1.62962e-05 -1.08291e-05 0.000101454 0.000134173 7.3723e-05 0 1.26216e-05 0.000221672 1.01074e-05 3.9016e-05 6.91605e-07 -2.54974e-05 -6.44772e-05 -1.42671e-05 4.35304e-05 -1.67675e-05
internal_weight=0 748 119 2993 346 295 2647 2499 1888 611 556 473 1840 1752 148 629 571 513 464 382 236 178 132
internal_count=3741 748 119 2993 346 295 2647 2499 1888 611 556 473 1840 1752 148 629 571 513 464 382 236 178 132
is_linear=0
shrinkage=0.0995203


Tree=9770
num_leaves=23
num_cat=0
split_feature=8 8 8 8 3 27 27 21 1 1 5 1 1 3 1 5 5 5 0 5 5 4
split_gain=0.00186804 0.00689441 0.00154279 0.0106711 0.000691524 0.000578139 0.000524729 0.000501192 0.000489404 0.000519388 0.00233476 0.000754667 0.000514051 0.000519087 0.000325587 0.000691766 0.000430517 0.000297676 0.000290559 0.000323208 0.000262192 0.000258059
threshold=-0.105475 -0.11550499999999998 -0.088304999999999995 -0.088874999999999996 0.15108000000000005 0.077515000000000014 0.090860000000000024 0.14299000000000003 -0.095674999999999996 -0.083284999999999984 -0.0078499999999999976 -0.081889999999999991 -0.112275 0.10920500000000002 0.18123500000000006 -0.092864999999999989 -0.088604999999999989 -0.14035499999999998 -0.11524 -0.25464999999999999 -0.077634999999999996 0.11541000000000003
decision_type=2 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 7 18 -6 8 12 10 -10 -11 13 -4 15 -2 -17 -7 19 -1 -18 -20
right_child=2 -3 4 -5 6 17 -8 -9 9 11 -12 -13 -14 -15 -16 16 20 -19 21 -21 -22 -23
leaf_value=-0.0003446178811545479 0.00032414932933265883 0.0012507228264634546 7.9533641577890182e-06 -0.0014938766978453168 0.00052427922262959922 9.5580905698029964e-05 3.372965266956326e-05 -0.00026285764621429629 -0.00039628209203691907 0.00038254390084041669 0.00013991668862292083 4.6010296012107636e-06 0.00038363415325271254 0.00033477978283269477 -0.00019595663517391271 -0.00031019899038581868 0.00023298013764669036 0.00043799048368629737 -5.2407390052655073e-05 0 -3.0205829666425256e-05 0.00019380399328191423
leaf_weight=47 67 55 293 54 46 70 48 66 157 54 162 1893 61 59 72 46 47 48 84 62 172 78
leaf_count=47 67 55 293 54 46 70 48 66 157 54 162 1893 61 59 72 46 47 48 84 62 172 78
internal_value=0 0.000207046 -1.02496e-05 -0.000179898 1.68305e-05 5.73779e-05 0.000282495 7.43485e-06 1.43994e-05 -3.40988e-06 -0.000121414 1.55037e-05 0.000114095 6.50596e-05 -2.24099e-06 3.73039e-05 -3.21302e-05 0.000241804 -1.99049e-05 -0.000147786 2.2539e-05 6.10856e-05
internal_weight=0 444 3297 458 2839 389 94 2745 2679 2266 319 1947 413 352 404 332 265 118 271 109 219 162
internal_count=3741 444 3297 458 2839 389 94 2745 2679 2266 319 1947 413 352 404 332 265 118 271 109 219 162
is_linear=0
shrinkage=0.0995203


Tree=9771
num_leaves=27
num_cat=0
split_feature=20 20 1 28 2 26 5 5 26 9 20 17 5 1 2 17 20 20 20 6 20 5 9 9 9 19
split_gain=0.00182243 0.00729949 0.00892217 0.000909807 0.000863036 0.0104467 0.000602234 0.00120486 0.00193036 0.00053561 0.000437561 0.000410392 0.00136872 0.000864222 0.00350963 0.00275211 0.000373835 0.000567383 0.000302044 0.000245412 0.000499283 0.000472733 0.000228821 0.00121941 0.00037965 0.000205134
threshold=-0.080869999999999984 -0.08237499999999999 0.00095500000000000023 0.078705000000000011 -0.083204999999999987 0.10603500000000003 -0.0063549999999999995 -0.010424999999999999 0.085855000000000029 0.084485000000000018 -0.079154999999999989 -0.040589999999999994 -0.07965499999999999 -0.083284999999999984 -0.082139999999999991 -0.0069749999999999994 -0.083404999999999993 -0.084949999999999984 -0.41270499999999993 -0.049005 -0.092114999999999989 -0.025879999999999997 0.085335000000000022 0.084715000000000026 0.087215000000000015 0.0069650000000000016
decision_type=2 2 2 2 2 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 5 6 7 9 -9 -2 -6 12 -12 15 -15 -13 17 18 -1 20 -20 -21 23 -8 -24 -14
right_child=3 2 -4 -5 10 -7 22 8 -10 -11 11 13 25 14 -16 -17 -18 -19 19 21 -22 -23 24 -25 -26 -27
leaf_value=0.00023648860535395956 0.00020033243301683851 -0.00014335564465234833 -0.0019266296304166592 0.00039711417772765953 0.00022077859873366443 0.0015815426676374683 3.068186285269658e-05 7.1100748202365685e-05 -0.00077402105374273157 -4.9426083165337895e-05 -0.00048139878069952343 -0.00084360934709744621 6.4626309706510855e-06 0.00065550274943920186 1.6009217871853464e-06 8.3605056043865942e-05 -0.00022969596340306788 0.00032997670539876029 0.00017344691803329259 -0.0002895856811320135 -0.00015365171427979485 0 -0.00010606084213034539 0.00065536529107204406 0.000142847434176673 -0.00017958438721664123
leaf_weight=49 141 73 46 73 87 46 104 53 51 206 73 46 423 88 1101 98 58 58 132 80 69 183 82 46 208 67
leaf_count=49 141 73 46 73 87 46 104 53 51 206 73 46 423 88 1101 98 58 58 132 80 69 183 82 46 208 67
internal_value=0 -0.000124731 -0.000839568 4.88293e-05 3.98418e-05 0.00011857 4.21212e-05 -3.73016e-05 -0.000335463 4.97017e-05 2.22889e-06 -7.36774e-06 -7.89353e-05 2.22451e-05 5.06859e-05 -0.000206904 9.2072e-06 3.49078e-05 0 -2.32635e-05 5.70866e-05 -8.77844e-05 0.00012539 0.000227709 6.96436e-05 -1.73058e-05
internal_weight=0 748 119 2993 2920 937 891 451 104 347 1983 1896 563 1333 1189 144 629 571 513 464 201 263 440 150 290 490
internal_count=3741 748 119 2993 2920 937 891 451 104 347 1983 1896 563 1333 1189 144 629 571 513 464 201 263 440 150 290 490
is_linear=0
shrinkage=0.0995203


Tree=9772
num_leaves=21
num_cat=0
split_feature=2 28 1 1 1 18 9 26 6 18 9 8 17 19 0 8 18 18 2 8
split_gain=0.00156974 0.000897215 0.000704428 0.000890611 0.00140062 0.000606464 0.000900478 0.00142444 0.000927999 0.000836162 0.000580219 0.000542561 0.000936844 0.000506392 0.000499854 0.00035572 0.000268303 0.000143472 0.000223356 0.00022135
threshold=-0.24151999999999998 1.0000000180025095e-35 -0.084759999999999988 -0.083284999999999984 -0.082344999999999988 -0.0092699999999999987 0.08488500000000003 0.085005000000000011 0.087075000000000027 -0.093649999999999997 0.087695000000000009 -0.084129999999999996 -0.54192999999999991 0.10861000000000003 -0.086025000000000004 -0.081234999999999988 -0.09053499999999999 0.0048000000000000013 -0.084385000000000002 -0.0032949999999999998
decision_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 -5 6 7 9 -9 -2 15 13 -13 -6 -7 -8 -12 18 -16 -19
right_child=1 -3 3 4 11 14 10 8 -10 -11 16 12 -14 -15 17 -17 -18 19 -20 -21
leaf_value=-0.00040091301427577211 0.00025432928015297642 0.00032908504443750263 -0.0003661746799941506 0.0005429502395046243 2.4931104736521856e-05 -0.00024771008884278382 -0.00036402821195728871 0.0008890918849383104 0.00028808536667780166 -0.00021177393005319001 0 -0.00043312630327761481 -3.0876274433750546e-05 0.00028686499724793376 0.00030511608309858831 0 0.00026981635059782717 7.5684347082335328e-05 0 -0.00018752035140131483
leaf_weight=89 109 92 68 46 888 71 47 49 65 57 61 60 1583 81 46 53 79 95 50 47
leaf_count=89 109 92 68 46 888 71 47 49 65 57 61 60 1583 81 46 53 79 95 50 47
internal_value=0 2.18516e-05 1.36704e-05 -1.04899e-05 -1.08234e-06 9.41039e-05 0.000159857 0.000281287 0.000553594 8.93503e-05 1.47763e-05 -1.09767e-05 -4.60641e-05 4.76713e-05 -1.38986e-05 -0.000164473 0.000148659 5.24123e-05 0.00014685 -5.66776e-06
internal_weight=0 3647 3555 2726 2658 829 520 280 114 166 240 2612 1643 969 309 100 140 238 96 142
internal_count=3736 3647 3555 2726 2658 829 520 280 114 166 240 2612 1643 969 309 100 140 238 96 142
is_linear=0
shrinkage=0.0995203


Tree=9773
num_leaves=25
num_cat=0
split_feature=10 2 19 1 8 17 21 21 18 3 3 1 3 2 3 0 3 3 9 4 17 17 1 1
split_gain=0.00136411 0.00262728 0.000601572 0.000548628 0.000546154 0.000748886 0.000587608 0.000839864 0.00063151 0.0004304 0.00102839 0.0011441 0.000586953 0.000482224 0.000387043 0.000549587 0.00104149 0.000407264 0.000386807 0.000591841 0.00038493 0.00083628 0.000526529 0.000327376
threshold=0.089090000000000016 -0.16099499999999997 0.14071500000000006 -0.082489999999999994 -0.084129999999999996 -0.54192999999999991 -0.070074999999999985 -0.08861999999999999 0.15891500000000006 0.088055000000000022 0.092510000000000023 -0.017214999999999998 0.087445000000000023 -0.087444999999999995 0.089605000000000018 -0.078954999999999984 0.086015000000000022 0.11926500000000002 0.095415000000000014 0.097375000000000017 -0.012064999999999999 -0.0082649999999999998 -0.095674999999999996 0.0049450000000000015
decision_type=2 2 2 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 14 9 -6 7 -7 -8 12 11 -11 13 -5 15 20 -17 18 19 -16 22 -22 -1 -12
right_child=1 -3 -4 4 5 6 8 -9 -10 10 23 -13 -14 -15 17 16 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.00021116964088473326 -0.00089397745792406359 0.00013053753520466329 0.0003640215200579499 0.00030314641190841093 -0.00039002149684889351 -1.6895220737158068e-05 3.5938734434306213e-06 -0.00050653182788301979 -0.00033412610094811967 7.6017425423128897e-06 -9.1631476660946097e-05 0.00054789731151807099 -0.00026293124613984987 -1.5003599311291952e-05 -1.3297159804411923e-05 7.7502016776300893e-05 0.00065291613157275456 0.00022170774999341286 0.00014081083391842122 -0.00038071195848921573 0.00054786453043534724 4.8894818337175675e-05 -7.7978293051868611e-05 9.5124549155283983e-05
leaf_weight=88 47 50 50 55 60 91 1355 60 57 72 155 93 82 308 162 85 53 66 74 62 48 123 213 227
leaf_count=88 47 50 50 55 60 91 1355 60 57 72 155 93 82 308 162 85 53 66 74 62 48 123 213 227
internal_value=0 -0.000357438 2.04693e-05 1.5455e-05 -8.00805e-06 -4.38345e-05 -3.00215e-05 -0.000216874 -9.45955e-06 4.9782e-05 0.000109161 0.000317093 -2.13672e-05 3.09458e-05 7.92892e-05 0.000127759 0.000304427 0 -5.14708e-05 -0.000118647 7.43724e-05 0.000193744 3.83698e-06 1.72036e-05
internal_weight=0 97 3639 3589 2615 1623 1563 151 1412 992 547 165 445 363 974 610 138 364 298 224 472 171 301 382
internal_count=3736 97 3639 3589 2615 1623 1563 151 1412 992 547 165 445 363 974 610 138 364 298 224 472 171 301 382
is_linear=0
shrinkage=0.0995203


Tree=9774
num_leaves=16
num_cat=0
split_feature=11 19 9 9 17 18 18 18 2 17 18 26 9 21 17
split_gain=0.00151181 0.000492902 0.000530558 0.00113047 0.000735975 0.000567974 0.0013619 0.000565488 0.00057246 0.00097392 0.000525544 0.00136888 0.000734139 0.000426993 0.000333518
threshold=0.092640000000000014 0.14071500000000006 0.08951000000000002 0.089105000000000018 -0.53015499999999993 -0.110495 -0.034774999999999993 0.15891500000000006 -0.043929999999999997 0.12439000000000001 -0.01205 0.091195000000000012 0.088325000000000028 -0.085204999999999989 0.11639500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 -4 -7 8 9 -6 11 12 -1 -12 -15
right_child=-2 -3 4 -5 7 6 -8 -9 -10 -11 13 -13 -14 14 -16
leaf_value=7.8203141434046031e-05 -0.00055091476450940967 0.00032779409248981427 -4.625118363131273e-06 0.00043914930614914153 4.2927743689741555e-05 -0.00078211880499189513 -1.8082264511725112e-05 -0.00030650930796635435 0.00028481702528832719 -0.00017978837012782247 -0.00027740617412950807 0.0005652216523051619 -0.0003160320338618911 -1.9325858708804091e-05 0.00012984391022133405
leaf_weight=809 47 50 70 69 793 46 51 60 69 257 57 56 49 1081 172
leaf_count=809 47 50 70 69 793 46 51 60 69 257 57 56 49 1081 172
internal_value=0 1.68043e-05 1.23064e-05 4.15893e-05 -3.69709e-05 -0.000232699 -0.000388849 -8.55257e-06 6.69211e-06 -1.0805e-05 2.88868e-05 8.69072e-05 5.47344e-05 -1.09697e-05 4.97429e-07
internal_weight=0 3689 3639 2293 1346 167 97 1179 1119 1050 2224 914 858 1310 1253
internal_count=3736 3689 3639 2293 1346 167 97 1179 1119 1050 2224 914 858 1310 1253
is_linear=0
shrinkage=0.0995203


Tree=9775
num_leaves=14
num_cat=0
split_feature=11 28 17 17 9 8 1 1 1 9 5 0 3
split_gain=0.00122579 0.000794529 0.000406708 0.000821863 0.000596191 0.000839373 0.000454506 0.000801715 0.00108202 0.000518713 0.000757068 0.000418774 0.000248703
threshold=0.092640000000000014 1.0000000180025095e-35 -0.57205499999999987 -0.53896499999999992 0.09550500000000002 -0.067719999999999989 -0.084759999999999988 -0.083284999999999984 -0.082344999999999988 0.08488500000000003 0.26245000000000007 -0.083694999999999992 0.10089500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 9 -8 -9 10 -5 -11 -3
right_child=-2 12 3 6 -6 -7 7 8 -10 11 -12 -13 -14
leaf_value=0.00028639308857466867 -0.0004960876293778841 0.00011465062751108881 -0.00038456984206894108 0.00010182538144800217 -0.00046544997118011907 0.00017134952732902111 -0.00034317250969641977 0.00048136677900123185 -5.6473331319904163e-06 -0.00025915855892798121 0.00050801292970101665 3.8721261179711516e-05 0.00045914063399619113
leaf_weight=51 47 50 47 362 60 61 68 46 2479 55 54 307 49
leaf_count=51 47 50 47 362 60 61 68 46 2479 55 54 307 49
internal_value=0 1.50878e-05 7.18418e-06 2.92922e-06 -0.000211604 -6.29985e-05 1.38637e-05 -5.85908e-06 2.9008e-06 8.06502e-05 0.00015652 -4.27535e-06 0.000293425
internal_weight=0 3689 3590 3539 168 108 3371 2593 2525 778 416 362 99
internal_count=3736 3689 3590 3539 168 108 3371 2593 2525 778 416 362 99
is_linear=0
shrinkage=0.0995203


Tree=9776
num_leaves=15
num_cat=0
split_feature=29 28 18 2 8 2 18 17 2 26 18 8 7 5
split_gain=0.000941838 0.000460265 0.00039946 0.000688487 0.000792873 0.000700764 0.000635159 0.000971588 0.000568097 0.000603738 0.000482995 0.000531007 0.000236703 0.000282922
threshold=0.12330000000000002 1.0000000180025095e-35 -0.057764999999999997 -0.086254999999999984 -0.086154999999999995 -0.084979999999999986 -0.040349999999999997 -0.55286000000000002 0.097285000000000024 0.089365000000000014 -0.085709999999999995 -0.082184999999999994 -0.10984999999999999 -0.43873000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -4 -8 9 -7 11 -6 -9 -14
right_child=-2 -3 6 5 10 8 7 12 -10 -11 -12 -13 13 -15
leaf_value=0.00041472413781875516 0.0004019813181365774 0.00021875969897376093 0.00027544687264989391 -0.00044265369792849786 0.00031478115511528453 4.9078977179831145e-05 -0.00038712176562741144 -0.00020525271357513798 -0.00031858009220525743 -0.0001430644568796045 -0.00029871207343011769 -2.3096551391144607e-05 9.6281304446676577e-05 8.4789433268153684e-07
leaf_weight=51 57 88 87 60 57 307 62 48 91 333 48 224 373 1861
leaf_count=51 57 88 87 60 57 307 62 48 91 333 48 224 373 1861
internal_value=0 -5.65611e-06 -1.13661e-05 -5.92316e-05 4.93764e-05 -0.000112442 1.13538e-05 1.20244e-06 -8.42189e-05 -4.96166e-05 -4.76985e-06 4.25277e-05 1.21116e-05 1.71484e-05
internal_weight=0 3690 3602 1171 380 791 2431 2344 731 640 329 281 2282 2234
internal_count=3747 3690 3602 1171 380 791 2431 2344 731 640 329 281 2282 2234
is_linear=0
shrinkage=0.0995203


Tree=9777
num_leaves=16
num_cat=0
split_feature=29 28 23 3 17 2 5 26 5 3 3 20 17 20 5
split_gain=0.000763618 0.000373296 0.000303365 0.000352048 0.000517086 0.000466144 0.000714854 0.000382693 0.000379283 0.000630715 0.00162269 0.000529829 0.000485428 0.000744488 0.000532305
threshold=0.12330000000000002 1.0000000180025095e-35 0.086650000000000019 0.084065000000000015 0.056905000000000011 -0.085804999999999992 -0.012464999999999999 -0.019129999999999998 -0.065999999999999989 0.12212000000000002 0.11816500000000002 -0.074014999999999984 -0.042709999999999991 -0.071149999999999991 -0.072054999999999994
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 -7 12 10 -10 -11 13 -5 -14
right_child=-2 -3 -4 8 -6 7 -8 -9 9 11 -12 -13 14 -15 -16
leaf_value=-3.5043732734324065e-05 0.00036197601382129504 0.00019698874300773711 -0.00022884553513764379 0.00043147304262326482 0.00033447537200323669 6.3455696355545771e-05 0.00041561849671558016 -0.00020470808873813184 -4.5417354234979717e-05 0.00037822969422364938 -0.00061667786453096661 2.6824921305350523e-06 -2.1016819322327052e-05 0 0.00023795368624431658
leaf_weight=70 57 88 62 70 67 105 64 100 1753 59 51 113 912 90 86
leaf_count=70 57 88 62 70 67 105 64 100 1753 59 51 113 912 90 86
internal_value=0 -5.07114e-06 -1.02349e-05 -6.17488e-06 8.06612e-05 2.80824e-05 0.000174089 -6.33626e-05 -1.76854e-05 -4.43471e-05 -6.2021e-05 0.000136263 2.71029e-05 0.000188053 4.7902e-07
internal_weight=0 3690 3602 3540 406 339 134 205 3134 1976 1804 172 1158 160 998
internal_count=3747 3690 3602 3540 406 339 134 205 3134 1976 1804 172 1158 160 998
is_linear=0
shrinkage=0.0995203


Tree=9778
num_leaves=16
num_cat=0
split_feature=3 9 0 0 0 6 3 17 10 10 5 5 2 6 3
split_gain=0.000588542 0.00111185 0.00113274 0.00189634 0.000668044 0.000548428 0.000426331 0.00130727 0.000606406 0.000453498 0.000487232 0.000295685 0.00120551 0.000293365 0.000186886
threshold=0.12212000000000002 0.11408000000000003 -0.063914999999999986 -0.075179999999999983 -0.13417999999999999 -0.017084999999999999 0.11816500000000002 -1.0000000180025095e-35 0.09056500000000002 0.085585000000000022 0.51775000000000015 0.27287000000000011 -0.077714999999999992 0.11816500000000002 0.14058000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 14 8 -8 9 10 11 13 -13 -1 -4
right_child=1 -3 5 -5 -6 -7 7 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=5.0349854428486536e-08 0.0003738721022794761 -0.00020964525110540619 -0.0002396712590832046 0.00090730975282993665 -5.7070637545876295e-05 0.00024311790214009515 -0.00059016520325539984 0.00014150065940595198 0.00031331115571811086 -0.00024962701319840123 0.00025528717286926072 0.00010547966194360052 -0.00045408022413094421 -0.00016059491405925899 0
leaf_weight=2724 72 87 60 47 65 65 48 46 57 79 68 80 70 117 62
leaf_count=2724 72 87 60 47 65 65 48 46 57 79 68 80 70 117 62
internal_value=0 0.000106213 0.000182489 0.000357896 0.000163435 5.51883e-06 -1.41939e-05 -0.000223407 -7.78239e-06 -1.38757e-05 -7.51975e-06 -1.37683e-05 -0.000150191 -6.27731e-06 -0.000114361
internal_weight=0 458 371 184 137 187 3289 94 3195 3138 3059 2991 150 2841 122
internal_count=3747 458 371 184 137 187 3289 94 3195 3138 3059 2991 150 2841 122
is_linear=0
shrinkage=0.0995203


Tree=9779
num_leaves=14
num_cat=0
split_feature=31 18 18 21 21 2 0 2 21 18 21 6 21
split_gain=0.000575645 0.000354153 0.0006278 0.000487701 0.000470568 0.000721858 0.000494975 0.000434548 0.000372499 0.000621878 0.00038423 0.000781447 0.000602075
threshold=0.090230000000000019 -0.14734 -0.12881499999999999 -0.10962999999999999 0.11371500000000002 -0.072624999999999981 -0.071029999999999996 -0.073369999999999991 -0.085204999999999989 -0.020389999999999998 -0.046224999999999995 -0.0087049999999999992 -0.020715000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1 -6 9 -5 11 -10 -12
right_child=-2 2 3 8 7 -7 -8 -9 10 -11 12 -13 -14
leaf_value=0.00012179762903507607 0.00034291261919779998 -0.00036743481135042557 0.00027256436736667076 3.2270036574126344e-05 -0.00018481650144261416 -2.501082589039831e-05 0.00058280772409469281 0.00018907129029736272 0.00033084076608004098 -0.0004433891687742476 -0.00036887202282413566 -0.00012811002344135692 -9.1502523794699081e-06
leaf_weight=49 48 49 60 51 82 73 55 48 92 52 47 58 2983
leaf_count=49 48 49 60 51 82 73 55 48 92 52 47 58 2983
internal_value=0 -3.93862e-06 -1.34153e-05 -7.9814e-06 9.81017e-05 0.000204501 0.000373473 -4.04685e-05 -1.3358e-05 -0.000199921 -7.05782e-06 0.000147922 -1.50003e-05
internal_weight=0 3699 3392 3343 307 177 104 130 3283 103 3180 150 3030
internal_count=3747 3699 3392 3343 307 177 104 130 3283 103 3180 150 3030
is_linear=0
shrinkage=0.0995203


Tree=9780
num_leaves=16
num_cat=0
split_feature=28 26 1 3 3 6 6 0 6 20 6 17 17 17 4
split_gain=0.00853645 0.00299276 0.0112652 0.00239853 0.0169698 0.000528876 0.000775786 0.000554239 0.000648837 0.00035712 0.000554034 0.000230455 0.000177549 0.000142421 0.000222322
threshold=0.080375000000000016 -0.126245 -0.063809999999999992 0.083955000000000016 0.083595000000000017 0.17176000000000005 0.12080000000000003 -0.23177499999999998 -0.47103 -0.096095 -0.095324999999999993 -0.14813999999999997 0.07134500000000002 0.056905000000000011 0.12205500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 11 6 7 -5 -9 -4 -11 -3 -8 14 -13
right_child=-2 3 9 5 -6 -7 12 8 -10 10 -12 13 -14 -15 -16
leaf_value=-0.0016790798353797311 0.0010577072901997726 0.00023764320358089533 0.00025802487166354937 -0.00021424517312335043 0.0020516650522464752 0.00030421262939859774 -9.1260951233344172e-05 0.0004113118414912136 4.0062364644248563e-05 0.0002041212972445092 -0.00020833079847429998 4.0824243932665395e-05 -0.00039817026813119676 0.00015490652389291661 -0.00016770188578439326
leaf_weight=47 84 53 54 82 48 72 46 48 2758 52 82 151 46 54 74
leaf_count=47 84 53 54 82 48 72 46 48 2758 52 82 151 46 54 74
internal_value=0 4.23878e-05 -0.000300569 6.61096e-05 0.000302189 3.64475e-05 2.97033e-05 3.90121e-05 4.67048e-05 3.9705e-05 -4.21656e-05 4.67867e-05 -0.000253614 7.59668e-06 -2.41194e-05
internal_weight=0 3667 235 3432 380 3052 2980 2888 2806 188 134 332 92 279 225
internal_count=3751 3667 235 3432 380 3052 2980 2888 2806 188 134 332 92 279 225
is_linear=0
shrinkage=0.0995203


Tree=9781
num_leaves=14
num_cat=0
split_feature=26 3 26 3 18 17 30 0 8 9 0 0 26
split_gain=0.00341898 0.00982409 0.00802756 0.00193385 0.0143729 0.000493582 0.000438085 0.00039208 0.000435585 0.000262342 0.000236202 0.00021912 0.000551514
threshold=-0.16205499999999998 0.090205000000000021 -0.126245 0.083955000000000016 -0.095364999999999991 -0.5696199999999999 0.11032500000000002 -0.23177499999999998 -0.090274999999999994 0.08401500000000002 -0.067839999999999998 -0.11239999999999999 0.085945000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 7 -7 -9 11 -3 -6 -13
right_child=2 10 3 5 9 6 -8 8 -10 -11 -12 12 -14
leaf_value=0.0017377311501075069 -0.00096082671169253771 -4.6359175211370052e-05 0.0018093170247679166 0.00034174947627510103 -0.00021707899708895518 -0.00018794886742849024 0.00032429075432983788 -4.5651788827158013e-05 4.8829099763361752e-05 0.0001778830548793864 0.0002144416721696127 0.00013748884559603165 -0.00021605274740822287
leaf_weight=46 78 83 52 51 47 84 49 602 2319 86 55 135 64
leaf_count=46 78 83 52 51 47 84 49 602 2319 86 55 135 64
internal_value=0 0.000477621 3.70768e-05 5.96206e-05 0.000270608 3.32638e-05 2.78442e-05 2.27379e-05 2.90769e-05 2.71392e-05 5.16512e-05 -2.22321e-05 1.96733e-05
internal_weight=0 184 3567 3489 384 3105 3054 3005 2921 332 138 246 199
internal_count=3751 184 3567 3489 384 3105 3054 3005 2921 332 138 246 199
is_linear=0
shrinkage=0.0995203


Tree=9782
num_leaves=26
num_cat=0
split_feature=28 27 27 3 3 2 3 8 8 29 17 2 18 17 3 18 8 2 8 11 29 8 4 36 17
split_gain=0.00708262 0.00224693 0.010654 0.00197379 0.0128136 0.000495909 0.000933021 0.000912172 0.000893391 0.000651864 0.000604006 0.000812892 0.000505406 0.000482656 0.000604276 0.000328233 0.000315908 0.000268093 0.000701904 0.000522891 0.000371479 0.000208928 0.000324436 0.000418127 0.000202534
threshold=0.080375000000000016 0.083160000000000026 0.08648500000000002 0.083955000000000016 0.083595000000000017 -0.075429999999999983 0.090295000000000028 -0.00076499999999999995 -0.052214999999999998 0.097185000000000021 0.07134500000000002 -0.070354999999999987 0.11061000000000003 -0.14763999999999997 0.089605000000000018 -0.091229999999999992 0.11446000000000002 -0.037414999999999997 -0.094139999999999988 -0.084384999999999988 -0.08070999999999999 -0.085289999999999991 0.081905000000000019 0.086430000000000021 -0.0064000000000000003
decision_type=2 2 2 2 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 21 6 13 8 -8 10 12 -12 -7 15 -15 -5 -9 18 -4 -19 -21 24 -23 -24 -1
right_child=-2 2 17 5 -6 9 7 16 -10 -11 11 -13 -14 14 -16 -17 -18 19 -20 20 -22 22 23 -25 -26
leaf_value=0.00025711202281885671 0.00095695177571349284 -0.0016044287251595838 -0.00011268843820887609 0.00034424521238567141 0.0017546574076454126 -2.2610494263669142e-05 0.0001393067926834235 -8.4164011520239003e-05 0.00044285729882264171 0.00029706975061037747 -0.00041262801981671148 -5.2892180676739677e-05 0.00023083285808345405 -5.6548000081874921e-06 -0.00031319732703977425 3.4685223873993268e-05 0.00017680547407151112 -0.00033846496958138877 0.00041326962975378158 0.00026312381139426361 -9.5318602600979611e-05 -0.00024288792104718568 0.00026801592911757436 -0.000128234445535957 -4.7070456907875267e-06
leaf_weight=56 84 47 46 60 50 612 522 197 123 59 89 230 89 844 69 94 59 46 51 50 63 58 48 56 49
leaf_count=56 84 47 46 60 50 612 522 197 123 59 89 230 89 844 69 94 59 46 51 50 63 58 48 56 49
internal_value=0 3.21362e-05 -0.000226904 5.57116e-05 0.00029236 3.08228e-05 6.06663e-05 0.000135249 0.000198462 -2.28503e-05 -4.21581e-05 -0.000155824 8.39927e-06 -1.54594e-06 -2.9794e-05 0.000160609 -2.08209e-05 2.2803e-05 0.000155407 -5.29451e-05 5.60398e-05 1.54551e-05 -5.18757e-05 4.6779e-05 0.000127133
internal_weight=0 3667 303 3364 317 3047 1968 901 645 1079 1020 319 701 1067 913 154 256 256 97 159 113 267 162 104 105
internal_count=3751 3667 303 3364 317 3047 1968 901 645 1079 1020 319 701 1067 913 154 256 256 97 159 113 267 162 104 105
is_linear=0
shrinkage=0.0995203


Tree=9783
num_leaves=23
num_cat=0
split_feature=28 26 8 3 3 17 1 3 3 5 5 3 17 6 26 17 26 3 38 8 17 8
split_gain=0.00574288 0.00255136 0.00960721 0.00134063 0.0116014 0.000432277 0.00102793 0.000619238 0.000765789 0.000433693 0.000742061 0.00156659 0.000956035 0.000664578 0.00131675 0.000666774 0.000261305 0.000369928 0.000173656 0.00028714 0.000238295 0.000170884
threshold=0.080375000000000016 -0.126245 -0.0066399999999999992 0.083955000000000016 0.083595000000000017 -0.53299999999999992 -0.035694999999999998 0.10457000000000002 0.11061500000000002 -0.045014999999999993 -0.067559999999999995 0.097095000000000029 -0.040099999999999997 0.11816500000000002 0.096535000000000024 0.50644500000000015 -0.23202999999999999 0.10749000000000002 -0.080750000000000002 -0.080569999999999989 -0.013885 0.025720000000000003
decision_type=2 2 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 18 6 7 -5 -9 10 12 -12 -7 15 -15 -11 17 -4 -3 20 -20 -21
right_child=-2 3 16 5 -6 9 -8 8 -10 13 11 -13 -14 14 -16 -17 -18 -19 19 21 -22 -23
leaf_value=-0.0015607708433331849 0.00086171571158850946 -0.00011272851055924807 7.8788172314366977e-05 0.00030041206683223962 0.0016737653643179343 0.00024874573004468679 0.00058374676040298765 -0.00037134300143297066 0.00015354179835421088 -1.2881779220987621e-05 0.00051234879139813608 -0.00015193460473242389 -5.4107971619342122e-06 3.4572426382634746e-05 -0.00062601188935528993 0.00031566152672471388 0.00016551864346860495 -0.00028753197809232019 0 -0.00017687769974733571 0.00026554144386422158 6.7042702770958885e-05
leaf_weight=47 84 76 62 62 48 172 46 52 56 1378 96 53 955 67 51 64 80 46 68 60 80 48
leaf_count=47 84 76 62 62 48 172 46 52 56 1378 96 53 955 67 51 64 80 46 68 60 80 48
internal_value=0 2.88935e-05 -0.00028782 5.08185e-05 0.000227406 2.85636e-05 0.000164746 4.65533e-05 -9.16007e-05 1.79028e-05 6.10747e-05 0.000270566 3.26516e-05 -1.68849e-05 -0.000243997 1.1322e-06 2.60632e-05 -6.96573e-05 1.58281e-05 5.71911e-05 0.000148889 -6.08888e-05
internal_weight=0 3667 235 3432 380 3052 216 170 108 2836 1276 149 1127 1560 118 1442 188 108 332 256 148 108
internal_count=3751 3667 235 3432 380 3052 216 170 108 2836 1276 149 1127 1560 118 1442 188 108 332 256 148 108
is_linear=0
shrinkage=0.0995203


Tree=9784
num_leaves=22
num_cat=0
split_feature=1 5 27 5 5 26 26 9 26 26 0 0 0 9 26 26 8 0 20 8 8
split_gain=0.00893058 0.00213374 0.00846418 0.00264202 0.0109815 0.0186916 0.000870462 0.000787591 0.00112638 0.000760304 0.00081186 0.00142239 0.000846987 0.00071297 0.000959085 0.00068497 0.000442829 0.000981637 0.000418529 0.000383112 0.0003649
threshold=-0.55579999999999996 -0.077634999999999996 0.08988500000000002 -0.0096449999999999991 -0.011964999999999998 0.087745000000000031 -0.230515 0.11296000000000002 0.12086000000000002 0.090170000000000014 -0.078664999999999999 -0.077044999999999988 -0.080884999999999999 0.095415000000000014 0.10725000000000003 0.088875000000000023 -0.070134999999999989 -0.069824999999999984 0.0057800000000000013 -0.048554999999999994 -0.080724999999999991
decision_type=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 16 -6 -2 8 13 15 12 -12 -11 14 -8 18 20 -18 -5 -15 -3
right_child=1 2 -4 9 5 -7 7 -9 -10 10 11 -13 -14 19 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0012991004600444837 0.00047309218135714782 -6.2695285524821907e-05 -0.0010898447767720878 1.3015670401263471e-05 4.2396785877880023e-05 -0.002584129644961694 3.5327093210358393e-05 -0.00025778837902943664 0.00045048976281873064 -8.4137843385509784e-05 0.00048402861113328342 -9.752999154664211e-05 -0.00061322649121504772 -3.0483454310800279e-05 0.00050334847250288332 0.00032670527708924564 -0.00030945626235574179 9.743427566802541e-05 0.00026978298284079149 -0.00043058534017571668 0.00015154356499927954
leaf_weight=49 47 433 84 829 58 49 916 84 68 79 49 276 53 59 46 88 186 82 69 46 95
leaf_count=49 47 433 84 829 58 49 916 84 68 79 49 276 53 59 46 88 186 82 69 46 95
internal_value=0 -5.28853e-05 -0.000107574 -7.20544e-05 -0.000205609 -0.00115275 5.14397e-05 3.45108e-05 5.68648e-05 1.09538e-05 -9.44582e-05 -7.32994e-06 -0.000302777 3.10118e-05 5.85575e-05 6.06413e-05 -7.72626e-05 -0.000181905 3.36566e-05 -0.000213563 -2.25981e-05
internal_weight=0 3696 2430 2346 903 107 1266 1219 1135 1443 457 325 132 1067 962 986 796 268 898 105 528
internal_count=3745 3696 2430 2346 903 107 1266 1219 1135 1443 457 325 132 1067 962 986 796 268 898 105 528
is_linear=0
shrinkage=0.0995203


Tree=9785
num_leaves=21
num_cat=0
split_feature=28 17 3 6 26 3 18 29 26 9 3 9 9 9 3 3 9 8 17 18
split_gain=0.0132847 0.00823919 0.00159597 0.00446472 0.00132354 0.000862216 0.00372599 0.000715968 0.000772019 0.000959916 0.000595843 0.000555396 0.000547633 0.0019101 0.000540888 0.000488335 0.000379461 0.000709309 0.000407347 0.000337014
threshold=0.083225000000000021 -0.57205499999999987 0.08622500000000001 0.088750000000000023 0.090020000000000031 0.089655000000000026 -0.021369999999999997 -0.085279999999999995 0.087170000000000011 0.08938500000000002 0.090595000000000023 0.088510000000000019 0.084380000000000024 0.083925000000000013 0.091865000000000016 0.086965000000000028 0.08488500000000003 -0.085165000000000005 -0.011174999999999999 -0.018629999999999997
decision_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 12 7 6 -6 -4 15 -10 -7 -8 13 19 -12 -9 17 -14 -18 -3
right_child=-2 2 4 -5 5 10 11 8 9 -11 14 -13 16 -15 -16 -17 18 -19 -20 -21
leaf_value=0.0012146040897288378 -0.0013896076918722602 -0.00017068264617411171 0.00038659608661663645 -0.00080804437804136194 -0.00098369126233362864 0.00028619437025334836 -0.00020444606124586355 0.00026943838665399646 9.8507018079717733e-05 0.00052999510403325121 -0.00030173097665694331 0.00022529599271040583 0.0004640014197860904 -0.00059219102292173986 -2.8945982922930055e-05 3.9567979242662466e-06 0.00013114165253474356 -5.6421664648367831e-05 -0.00013741004576659586 4.0923847098320479e-05
leaf_weight=54 70 115 67 90 52 53 55 73 248 67 81 64 49 76 762 1278 86 50 153 202
leaf_count=54 70 115 67 90 52 53 55 73 248 67 81 64 49 76 762 1278 86 50 153 202
internal_value=0 -5.33812e-06 -2.37572e-05 -0.000145849 1.17493e-05 -7.50937e-05 -0.000280571 6.56905e-05 5.22936e-05 0.000192883 -3.49651e-05 1.97965e-05 -6.31997e-05 -0.000143431 -5.61277e-05 1.89078e-05 2.76652e-05 0.000192893 -3.73512e-05 -3.32595e-05
internal_weight=0 3675 3621 821 2800 1067 171 1733 1666 315 896 119 731 393 843 1351 338 99 239 317
internal_count=3745 3675 3621 821 2800 1067 171 1733 1666 315 896 119 731 393 843 1351 338 99 239 317
is_linear=0
shrinkage=0.0995203


Tree=9786
num_leaves=17
num_cat=0
split_feature=28 1 1 1 5 11 2 2 2 2 9 1 2 18 2 2
split_gain=0.0107728 0.00720188 0.00141388 0.0110444 0.0142304 0.000810838 0.000535514 0.00155578 0.000701262 0.000495099 0.000609457 0.00045285 0.00151294 0.000512147 0.000261699 0.000675626
threshold=0.083225000000000021 -0.55579999999999996 -0.082039999999999988 -0.084059999999999996 -0.012704999999999999 -0.37506 -0.081915000000000002 -0.08237499999999999 -0.083204999999999987 -0.081604999999999997 0.094435000000000033 -0.087944999999999995 -0.085599999999999996 -0.017129999999999996 0.12875500000000004 0.10003000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 -5 -4 7 8 -7 -8 -11 14 -13 -14 15 -3
right_child=-2 2 5 4 -6 6 9 -9 -10 10 -12 12 13 -15 -16 -17
leaf_value=0.0012189940749995801 -0.0012513136202140611 1.5995623634007376e-05 0.00041078756979092231 -4.9967247794007255e-05 -0.0023997380978936114 7.3325618144537083e-05 -0.00033687351786397166 0.00050918223649771134 -0.00019830904337242837 2.8151711640519034e-05 -9.9183272775010115e-05 -0.00060322325207084809 0.00029520114189487663 -0.00012136906079609836 -0.00015478931949642488 0.00040219432269603285
leaf_weight=47 70 611 51 59 46 620 48 75 110 1172 543 52 47 75 70 49
leaf_count=47 70 611 51 59 46 620 48 75 110 1172 543 52 47 75 70 49
internal_value=0 -4.74037e-06 -2.08193e-05 -0.000121016 -0.00108719 1.74701e-05 9.34007e-06 7.68156e-05 3.1273e-05 -2.10055e-05 -1.16875e-05 -7.88896e-06 -0.00015285 3.24029e-05 2.55419e-05 4.59083e-05
internal_weight=0 3675 3628 1009 105 2619 2568 805 730 1763 1715 904 174 122 730 660
internal_count=3745 3675 3628 1009 105 2619 2568 805 730 1763 1715 904 174 122 730 660
is_linear=0
shrinkage=0.0995203


Tree=9787
num_leaves=18
num_cat=0
split_feature=17 3 27 3 27 6 6 6 7 0 0 8 17 8 10 10 3
split_gain=0.00662247 0.00449865 0.00881977 0.0072729 0.00073753 0.000499598 0.00186546 0.000582549 0.000479391 0.000434883 0.00079959 0.000634522 0.000421831 0.000652001 0.000405265 0.000814677 0.000359295
threshold=-0.57205499999999987 0.08544000000000003 0.08988500000000002 0.08511500000000001 0.11726500000000002 0.091795000000000015 0.092980000000000021 0.090845000000000023 0.058975000000000007 -0.076154999999999987 -0.071799999999999989 -0.083294999999999994 -0.084209999999999993 -0.086775000000000005 0.09056500000000002 0.086165000000000019 0.083955000000000016
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 5 7 -7 14 12 11 -11 -8 16 -14 15 -3 -2
right_child=1 4 -4 -5 -6 6 9 -9 -10 10 -12 -13 13 -15 -16 -17 -18
leaf_value=0.001068119278490027 -5.6454020552005646e-05 2.1734646525885419e-05 -0.0014254017334261106 -0.0012428556029844911 0.00040642680803270123 -0.00063800342125015449 -0.00014378121871507521 0.00035063563045737529 0.000234545918900142 -0.00033667633265152818 5.8419992771525743e-06 0.00015262190100282126 -2.8129636457929687e-06 -0.0002727871434721295 0.00029113857325881539 -0.00036575559050659772 0.00025276608389138085
leaf_weight=54 100 2122 60 56 46 53 103 54 51 101 190 223 182 185 53 55 57
leaf_count=54 100 2122 60 56 46 53 103 54 51 101 190 223 182 185 53 55 57
internal_value=0 -4.16679e-05 -0.000270644 -0.000159544 1.08e-05 4.36212e-06 -7.08706e-05 2.67897e-05 -5.26147e-05 -2.08274e-05 -0.000110226 5.64619e-05 -8.21258e-05 -0.000141134 1.85806e-05 1.1569e-05 5.05965e-05
internal_weight=0 3691 691 631 3000 2954 670 2284 575 617 291 326 524 367 2230 2177 157
internal_count=3745 3691 691 631 3000 2954 670 2284 575 617 291 326 524 367 2230 2177 157
is_linear=0
shrinkage=0.0995203


Tree=9788
num_leaves=22
num_cat=0
split_feature=28 24 26 26 9 2 2 0 2 2 6 1 6 26 8 8 26 5 6 2 4
split_gain=0.0153442 0.00234138 0.00184881 0.00943959 0.0111776 0.000773009 0.00400428 0.000752677 0.00117867 0.000920968 0.000902008 0.00252672 0.000857886 0.000689751 0.000578421 0.00101946 0.00032235 0.000342498 0.000234358 0.000492195 0.000410231
threshold=0.083225000000000021 -0.070599999999999996 0.085465000000000027 0.084845000000000018 0.084985000000000019 -0.082084999999999991 -0.082294999999999993 -0.069955000000000003 -0.072624999999999981 -0.065059999999999993 0.098855000000000012 -0.071399999999999991 0.095760000000000026 -0.057034999999999995 -0.049499999999999995 -0.073999999999999996 0.084535000000000013 -0.090164999999999995 -0.047249999999999993 -0.045109999999999997 0.094725000000000018
decision_type=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 13 -5 6 14 10 -9 -10 12 -12 -7 18 15 -4 17 -15 19 -3 -20
right_child=-2 2 5 4 -6 7 -8 8 9 -11 11 -13 -14 16 -16 -17 -18 -19 20 -21 -22
leaf_value=-0.0007088322294118496 0.0014835858335698977 -0.00012764099350253856 6.1977100610135667e-05 3.1728075205830114e-05 -0.0021220818510685403 -2.7570141496891608e-05 0.0010123895914599054 0.00044572102626383626 -0.00038331855305692876 0.00013859350136403718 -0.00087970877789225006 0 0.00038513133859348803 -1.5317963677581211e-05 -0.00021098635692363057 0.00054291787238665615 0.00011550820988755256 -0.00013806306484810219 0.00022769206216163314 0.00011368852038796475 -3.6712170993010485e-05
leaf_weight=49 68 158 584 46 48 649 48 88 46 123 46 109 54 366 64 48 74 660 153 178 86
leaf_count=49 68 158 584 46 48 649 48 88 46 123 46 109 54 366 64 48 74 660 153 178 86
internal_value=0 -2.51132e-05 -1.56532e-05 -8.86557e-05 -0.00105938 5.33748e-05 0.000131942 2.15339e-07 0.000150342 0 -4.37985e-05 -0.000261182 2.96652e-06 -3.36904e-05 7.00454e-05 9.97996e-05 -8.0164e-05 -9.50747e-05 5.37918e-05 0 0.000129126
internal_weight=0 3677 3628 1769 94 1859 744 1115 257 169 858 155 703 1675 696 632 1100 1026 575 336 239
internal_count=3745 3677 3628 1769 94 1859 744 1115 257 169 858 155 703 1675 696 632 1100 1026 575 336 239
is_linear=0
shrinkage=0.0995203


Tree=9789
num_leaves=33
num_cat=0
split_feature=3 4 6 6 4 3 6 6 6 18 9 18 3 4 9 9 20 1 4 3 3 17 18 1 6 5 20 6 2 21 21 6
split_gain=0.00415934 0.0133454 0.00234136 0.0120134 0.00327405 0.000780637 0.000751477 0.00120333 0.00338811 0.0011769 0.00178138 0.000835124 0.000797088 0.000751692 0.000709613 0.00113632 0.000637043 0.000607481 0.000594639 0.000346609 0.00100174 0.000888524 0.00087626 0.000846832 0.00049733 0.000334472 0.000268626 0.000708092 0.000383967 0.000225004 0.000496564 0.000221272
threshold=0.07728500000000002 0.10198500000000002 -0.092034999999999992 -0.093749999999999986 0.14646500000000004 0.085730000000000015 0.08866000000000003 0.09278500000000002 0.091615000000000016 0.090795000000000028 0.090400000000000022 0.022040000000000008 0.11125500000000002 0.10373000000000003 0.09143500000000003 0.098720000000000016 -0.065649999999999986 -0.0101 0.12631500000000004 0.097880000000000023 0.10871500000000002 0.057560000000000014 0.11906500000000002 -0.057259999999999998 0.11690000000000002 -0.09583499999999999 -0.07650499999999999 -0.10198499999999999 -0.012154999999999999 0.089785000000000018 0.10864000000000003 0.086420000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 11 8 9 10 -8 12 13 17 16 -16 -14 -4 -3 22 21 -21 24 -22 -9 -13 28 -28 -7 31 -31 -27
right_child=2 18 6 -5 -6 26 7 19 -10 -11 -12 25 14 -15 15 -17 -18 -19 -20 20 23 -23 -24 -25 -26 29 27 -29 -30 30 -32 -33
leaf_value=0.0017973279468619142 -0.00037038231435241849 -0.00018498906478265086 -5.5782958798190516e-05 -0.0017225429332519571 -0.00088844462132905196 -0.00021562664648391223 4.9000181667918974e-05 6.2192884870477947e-05 0.0010011469441904993 -0.00022264389866002068 0.00075512573597938393 4.3680541726508848e-05 -0.00030868720038000884 -0.00036803685558447189 0.00055877984458801056 4.0363745316441363e-05 0.00014718743888424916 0.00011382143234016102 0.00017783904443059029 0.0006476801029975059 0.00015919562750823775 2.9081067732216796e-05 -0.00045338163503286921 -0.00031585685546405815 -0.00023173712269378965 -5.2794122877950805e-05 0 0.00034479619368892294 0.00011738777532713506 -0.00039648263558975512 0 -0.00030023243294923109
leaf_weight=53 57 88 660 47 46 99 138 304 50 76 49 77 47 59 83 92 85 306 91 50 80 48 46 68 70 183 376 70 49 103 46 49
leaf_count=53 57 88 660 47 46 99 138 304 50 76 49 77 47 59 83 92 85 306 91 50 80 48 46 68 70 183 376 70 49 103 46 49
internal_value=0 0.000410184 -2.48763e-05 -0.000181712 -7.66359e-05 -1.80156e-05 1.6968e-05 8.72356e-05 0.000248301 0.000102062 0.000238406 -2.10059e-05 1.83133e-05 -2.31235e-05 0.000159327 0.000290919 -8.9299e-06 -1.2099e-06 0 1.03104e-05 0.000105105 0.000353046 -4.32632e-05 -5.35405e-05 4.99038e-06 -0.000137145 1.44193e-05 5.41706e-05 -9.98406e-05 -0.000175839 -0.000275064 -0.000108583
internal_weight=0 232 3513 744 697 651 2769 979 313 263 187 1790 1332 1025 307 175 132 966 179 666 246 98 420 148 374 458 594 446 148 381 149 232
internal_count=3745 232 3513 744 697 651 2769 979 313 263 187 1790 1332 1025 307 175 132 966 179 666 246 98 420 148 374 458 594 446 148 381 149 232
is_linear=0
shrinkage=0.0995203


Tree=9790
num_leaves=20
num_cat=0
split_feature=28 29 26 26 2 2 18 9 27 2 27 9 26 2 8 26 1 1 1
split_gain=0.0125224 0.00182822 0.00147737 0.0100797 0.000720292 0.003076 0.00115062 0.000766537 0.000513155 0.000783226 0.000486899 0.000390641 0.000473805 0.000433269 0.00074588 0.000547386 0.000382536 0.000707804 0.000534249
threshold=0.083225000000000021 0.12175500000000002 0.085300000000000029 0.084845000000000018 -0.082084999999999991 -0.082294999999999993 0.090795000000000028 0.09143500000000003 0.078330000000000025 -0.037414999999999997 0.10402500000000002 0.11408000000000003 0.15222000000000005 -0.072624999999999981 -0.073999999999999996 0.096685000000000021 0.059230000000000012 0.50644500000000015 0.007210000000000002
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 5 6 7 -4 16 -10 -11 13 -13 15 -15 -6 18 -18 -1
right_child=-2 -3 4 -5 11 -7 -8 -9 9 10 -12 12 -14 14 -16 -17 17 -19 -20
leaf_value=-5.9823343912309892e-05 0.001340072376833252 -0.00062093038997330984 6.7550478442207892e-05 -0.0012173215187670054 -3.9215534410457561e-05 0.00088567076942511831 -0.00029522764945544468 0.00039268958276970055 0.00034189187560633785 7.6527526597543533e-05 -0.00029736007418665762 0 0.00036644209101850461 0 -0.00034791547300698191 0.00015370321689068907 0.00011720361913165695 -0.00021455628241368461 -0.00030563085786617207
leaf_weight=969 68 50 546 74 536 49 76 85 87 126 47 76 59 151 101 199 264 83 99
leaf_count=969 68 50 546 74 536 49 76 85 87 126 47 76 59 151 101 199 264 83 99
internal_value=0 -2.28602e-05 -1.43898e-05 -8.03785e-05 4.66303e-05 0.000121747 6.76434e-05 0.000112646 -2.96606e-05 9.77352e-05 -2.0317e-05 -3.25314e-06 0.000154676 -2.56838e-05 -0.000138561 1.19031e-05 -5.36476e-05 3.54898e-05 -8.33754e-05
internal_weight=0 3677 3627 1749 1878 756 707 631 1675 260 173 1122 135 987 252 735 1415 347 1068
internal_count=3745 3677 3627 1749 1878 756 707 631 1675 260 173 1122 135 987 252 735 1415 347 1068
is_linear=0
shrinkage=0.0995203


Tree=9791
num_leaves=23
num_cat=0
split_feature=28 24 20 20 6 2 17 5 20 6 2 2 2 2 2 2 9 17 9 9 2 2
split_gain=0.0101542 0.00174369 0.00141491 0.0149904 0.000602227 0.000964113 0.00253915 0.00334956 0.000706764 0.000555676 0.000530263 0.000984425 0.000606393 0.000527904 0.000639872 0.000455906 0.000383573 0.000413066 0.000348119 0.000344747 0.00021653 0.000625443
threshold=0.083225000000000021 -0.070599999999999996 -0.082119999999999985 -0.082904999999999993 0.08866000000000003 -0.079954999999999984 -0.013885 -0.01554 -0.074014999999999984 -0.097455 -0.084869999999999987 -0.083974999999999994 -0.085599999999999996 -0.078784999999999994 -0.077604999999999993 -0.07360499999999999 0.08895500000000002 -0.24445500000000001 0.091690000000000021 -0.089649999999999994 -0.082484999999999989 -0.10077999999999999
decision_type=2 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 8 6 18 -8 9 -4 12 -12 -10 -7 -15 -11 17 -3 -6 -19 21 -18
right_child=-2 2 4 -5 5 13 7 -9 10 15 11 -13 -14 14 -16 -17 20 19 -20 -21 -22 -23
leaf_value=-0.00061065394366609867 0.0012067081496766208 -0.00033197867808993324 -0.00018888755375206929 -0.0018014643987827954 -6.9359925197718999e-05 -0.00032796296550013899 0.00013258679585463219 0.0010722538956758937 7.8091805022709052e-06 0.00011077229960381503 -0.00045380843822644845 -5.325467854990761e-05 0.00038045263188351067 0.00035843132573821216 -2.4483160946339219e-05 0.00046044538916972989 -3.2393806747835846e-05 0.0002246107024418996 0.00018040914955028424 -6.4423372984982665e-05 -2.4862950882014604e-05 0.00039525542431367074
leaf_weight=49 68 50 49 50 189 48 99 63 493 262 65 1154 48 49 350 46 62 47 78 289 70 67
leaf_count=49 68 50 49 50 189 48 99 63 493 262 65 1154 48 49 350 46 62 47 78 289 70 67
internal_value=0 -2.05991e-05 -1.24041e-05 -0.000147461 1.59763e-05 8.54941e-05 0.000192214 0.000503066 -1.2403e-05 0.000114698 -3.86495e-05 -7.52847e-05 4.2385e-05 -1.50966e-05 2.04898e-05 0.000165654 -4.69387e-06 -6.38875e-05 5.40325e-07 -2.15566e-05 0.00010601 0.000183373
internal_weight=0 3677 3628 635 2993 876 429 162 2117 357 1760 1219 541 447 399 308 585 386 267 336 199 129
internal_count=3745 3677 3628 635 2993 876 429 162 2117 357 1760 1219 541 447 399 308 585 386 267 336 199 129
is_linear=0
shrinkage=0.0995203


Tree=9792
num_leaves=27
num_cat=0
split_feature=3 3 6 17 26 26 3 21 18 26 6 0 1 9 3 6 1 6 3 6 3 36 27 17 3 26
split_gain=0.00254258 0.0205178 0.00152785 0.00103662 0.00081263 0.000609821 0.00149252 0.000766745 0.000938043 0.000603097 0.00105205 0.000729128 0.000754871 0.00189945 0.0017476 0.000689479 0.000563414 0.000793287 0.00163172 0.000594213 0.000527049 0.000370642 0.000439347 0.000355413 0.00036961 0.000288523
threshold=0.08400500000000001 0.083725000000000022 -0.47287499999999999 0.056905000000000011 0.090845000000000023 0.087675000000000017 0.085355000000000028 -0.018669999999999996 0.089775000000000021 0.097315000000000026 0.11481500000000001 -0.1021 -0.083284999999999984 0.091965000000000033 0.090360000000000024 0.094100000000000031 0.0049450000000000015 -0.10032499999999998 0.093615000000000018 -0.11796999999999999 0.08895500000000002 0.088355000000000031 0.078330000000000025 -0.56137499999999996 0.10871500000000002 0.078560000000000019
decision_type=2 2 2 2 2 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 21 5 16 -7 -8 -9 10 15 -11 13 -13 -14 20 23 19 -19 -18 -6 22 25 -4 -25 -1
right_child=2 -3 4 -5 9 6 7 8 -10 11 -12 12 14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=-0.00036250177720830319 -0.00049005539564561619 -0.0021623692653229129 -0.00020975839869966762 0.00038355660702589685 0.00010710078336954939 0.00066196718402866607 0.00044826348125837041 -4.6595455660863686e-05 0.00035329610267777651 -0.00035516861399973468 -0.00055060244673776069 0.00020040997897205807 0.00066412187585037307 -0.0006684668084132253 2.7753144250335848e-05 0.0001772961683731665 6.3682244957014191e-05 0.00065278952366701803 9.0246354049173608e-05 -0.00031118092558357944 -0.0002299057761918011 0.00010604925820753744 8.2584385812437398e-05 3.101126375181064e-05 -0.00011719273469550105 -8.3001224359849032e-05
leaf_weight=79 59 49 81 60 55 52 52 276 73 50 56 51 48 47 424 77 182 68 225 54 212 83 61 985 200 86
leaf_count=79 59 49 81 60 55 52 52 276 73 50 56 51 48 47 424 77 182 68 225 54 212 83 61 985 200 86
internal_value=0 -0.000248948 1.13145e-05 2.91976e-06 2.06166e-05 5.42252e-05 0.000157795 9.03741e-05 3.47039e-05 -5.26514e-05 -0.000148032 7.56406e-06 4.08189e-05 -0.000207943 9.4203e-05 -8.01175e-05 2.76316e-05 0.000113989 0.000223596 -1.86228e-05 -0.000157419 -6.83411e-05 -0.000136009 -7.8064e-06 5.3071e-06 -0.000221784
internal_weight=0 418 3327 369 3268 2248 453 401 349 1020 400 620 570 98 472 344 1795 529 293 236 267 309 226 1266 1185 165
internal_count=3745 418 3327 369 3268 2248 453 401 349 1020 400 620 570 98 472 344 1795 529 293 236 267 309 226 1266 1185 165
is_linear=0
shrinkage=0.0995203


Tree=9793
num_leaves=16
num_cat=0
split_feature=3 3 27 5 3 18 0 2 20 18 21 0 5 0 18
split_gain=0.00205937 0.0166408 0.00128461 0.00061001 0.000506099 0.0011154 0.000621656 0.000386769 0.000361808 0.000498052 0.000539578 0.00025508 0.000235945 0.000344388 0.000371444
threshold=0.08400500000000001 0.083725000000000022 0.11673000000000001 -0.54382499999999989 0.084795000000000023 -0.017129999999999996 -0.086025000000000004 -0.0043799999999999993 -0.24910499999999999 0.23251500000000005 0.15544000000000005 0.019150000000000004 -0.43873000000000001 -0.088084999999999983 -0.0060599999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 5 -5 -7 11 -6 10 -10 12 -1 -14 -15
right_child=2 -3 -4 4 8 6 -8 -9 9 -11 -12 -13 13 14 -16
leaf_value=0.00017803017445654746 0.00033015364649197434 -0.0019471699497328751 -0.00050577630654794327 0.00056297551718836251 0.00023317662559324629 -0.00022643663297352001 0.00026440373201203288 0.00020310208998289506 -6.0896858302943119e-07 -0.00023568102000968077 0.00034271826953587549 -0.00025229320856810442 7.9446387514480816e-05 0 -0.0003903200182738882
leaf_weight=54 61 49 47 52 66 56 47 77 2864 88 46 50 88 53 47
leaf_count=54 61 49 47 52 66 56 47 77 2864 88 46 50 88 53 47
internal_value=0 -0.000223978 1.02374e-05 1.78811e-05 1.17092e-05 0.000187234 0 2.62921e-06 2.56269e-06 -2.24115e-06 4.53689e-06 -4.74317e-05 -1.72217e-06 -5.77076e-05 -0.000186589
internal_weight=0 418 3327 3280 3219 155 103 369 3064 2998 2910 292 242 188 100
internal_count=3745 418 3327 3280 3219 155 103 369 3064 2998 2910 292 242 188 100
is_linear=0
shrinkage=0.0995203


Tree=9794
num_leaves=21
num_cat=0
split_feature=17 17 30 9 6 6 8 0 18 5 5 6 28 18 5 9 5 0 20 17
split_gain=0.00141473 0.0121541 0.00116981 0.000580583 0.000702558 0.000849134 0.000865134 0.000701135 0.000665211 0.00104378 0.00161165 0.00121834 0.000561906 0.000565825 0.0005538 0.000508155 0.000587599 0.000446036 0.000392917 0.00047644
threshold=0.048755000000000014 0.057560000000000014 0.085345000000000018 0.09007500000000003 0.087075000000000027 -0.0093650000000000001 -0.086404999999999996 -0.085794999999999996 0.11769500000000002 -0.040404999999999996 -0.080724999999999991 0.11816500000000002 0.080855000000000024 0.15374500000000005 0.23074000000000006 0.12652000000000005 -0.54382499999999989 -0.075914999999999996 0.14849500000000004 -0.065699999999999995
decision_type=2 2 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 -3 -6 9 10 -5 -11 13 15 -15 16 -1 -10 19 -18
right_child=1 2 -4 8 7 -7 -8 -9 17 11 -12 -13 -14 14 -16 -17 18 -19 -20 -21
leaf_value=0.0003620215558832392 -0.0015568156073903123 -8.0255989393616904e-05 -0.00048127759566587194 -7.4119576988243696e-05 0.00054284272915236932 -0.00025684558872507998 0.00033597491902605725 5.991286809641736e-05 -8.1597455697188478e-05 0.00024059365376578981 -0.00079085644989154648 -0.00037656547531432375 -0.00024954266319826313 -0.00034536396750655036 7.8956834619055462e-05 0.00029948666749589055 -1.3477018726036514e-05 0.00031950728457070951 -0.00022327856635335385 7.3607458698559118e-05
leaf_weight=52 55 102 53 80 56 90 92 73 50 89 54 49 74 77 46 72 1248 55 62 1216
leaf_count=52 55 102 53 80 56 90 92 73 50 89 54 49 74 77 46 72 1248 55 62 1216
internal_value=0 -0.000123131 -2.86213e-05 7.10621e-07 8.32454e-05 -1.38212e-06 0.000112912 0.000275903 -8.7534e-05 -0.000170931 -0.000369063 1.55253e-05 2.00163e-05 2.7505e-05 -0.000180019 3.74461e-05 2.98102e-05 0.000120709 2.26472e-05 2.91675e-05
internal_weight=0 898 843 790 413 284 194 129 377 272 134 138 2847 2773 123 2650 2578 105 2526 2464
internal_count=3745 898 843 790 413 284 194 129 377 272 134 138 2847 2773 123 2650 2578 105 2526 2464
is_linear=0
shrinkage=0.0995203


Tree=9795
num_leaves=24
num_cat=0
split_feature=3 3 6 17 28 26 8 6 6 5 5 17 17 26 17 8 29 0 0 0 3 3 18
split_gain=0.00176888 0.0162223 0.00112192 0.000749262 0.000542195 0.00052922 0.000650001 0.000907802 0.000850786 0.000812271 0.00155134 0.000925621 0.000559092 0.000937365 0.000810965 0.0004758 0.000521599 0.000753329 0.000434584 0.00114807 0.00085748 0.000229403 8.81605e-05
threshold=0.083955000000000016 0.083595000000000017 -0.47287499999999999 0.056905000000000011 0.10217500000000003 0.090845000000000023 -0.077604999999999993 0.11481500000000001 0.094510000000000025 0.054660000000000007 0.0016150000000000003 -0.089699999999999988 -0.00265 0.089485000000000023 0.063160000000000022 -0.080569999999999989 -0.082294999999999993 -0.01213 -0.086855000000000002 -0.087965000000000002 0.10871500000000002 -0.0091599999999999997 -0.0032949999999999998
decision_type=2 2 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 12 7 8 -7 10 -8 -11 18 14 -14 21 -17 -18 19 -4 -20 -1 -23
right_child=2 -3 4 -5 -6 6 9 -9 -10 11 -12 -13 13 -15 -16 16 17 -19 20 -21 -22 22 -24
leaf_value=-6.3189610664655569e-05 -0.00041864425601214049 -0.0018689314520668522 2.6559271398397399e-05 0.00037354125538561166 -0.00031917345131313743 -0.00016738062949727312 3.5493144477209819e-05 -0.00054673374178343219 0.00020958478906245222 -1.4796714416777327e-05 0.00064658521575987349 -0.0005284291566558804 0.0001707610047016168 0.00044145856763497433 -2.6556211508750833e-05 -0.0004322474408482845 -0.00029220181686361675 0.00026167822763157044 -8.5075970493686263e-05 0.00049726507436585374 0.00015758989316035524 5.4030040838269367e-05 0.00027006693900848253
leaf_weight=57 59 51 434 53 46 252 363 48 76 157 47 46 441 79 376 48 51 46 674 59 182 46 54
leaf_count=57 59 51 434 53 46 252 363 48 76 157 47 46 441 79 376 48 51 46 674 59 182 46 54
internal_value=0 -0.000208978 1.08861e-05 2.71885e-05 1.8862e-05 2.39233e-05 -3.62508e-05 -0.000139614 -7.75392e-05 2.58141e-05 0.000107542 -0.000135219 5.07967e-05 0.000111826 7.89496e-05 -3.08847e-05 -0.000162848 -2.10976e-05 9.65469e-06 8.45517e-05 -3.25248e-05 8.57783e-05 0.000178876
internal_weight=0 406 3339 355 3280 3234 989 376 328 613 410 203 2245 896 817 302 145 97 1349 493 856 157 100
internal_count=3745 406 3339 355 3280 3234 989 376 328 613 410 203 2245 896 817 302 145 97 1349 493 856 157 100
is_linear=0
shrinkage=0.0995203


Tree=9796
num_leaves=36
num_cat=0
split_feature=18 3 3 3 1 0 18 9 9 9 9 8 26 18 26 0 9 9 0 18 2 5 8 2 3 9 19 9 8 8 0 1 18 0 8
split_gain=0.00228121 0.013974 0.00120684 0.0140604 0.000582448 0.000329529 0.000665663 0.000523863 0.000847625 0.00145929 0.000773682 0.000799346 0.000425713 0.000384424 0.00046384 0.000803469 0.000346624 0.000963277 0.000572221 0.000441789 0.000289566 0.000763046 0.0007774 0.000652161 0.000377692 0.000286885 0.000259168 0.000422446 0.000521848 0.0014035 0.000354601 0.000253507 0.000235179 0.000229466 0.000181916
threshold=-0.095799999999999982 0.08400500000000001 0.084955000000000017 0.084735000000000019 -0.49837999999999999 -0.077174999999999994 -0.069565000000000002 0.095285000000000022 0.096830000000000013 0.098465000000000011 0.092465000000000033 -0.049499999999999995 0.089365000000000014 -0.085709999999999995 0.085505000000000012 -0.085605000000000001 0.094435000000000033 0.093175000000000022 -0.084369999999999987 0.091330000000000008 -0.086304999999999993 -0.01504 -0.085165000000000005 -0.084674999999999986 0.084145000000000011 0.083610000000000032 -0.07525999999999998 0.097910000000000011 -0.073999999999999996 -0.024819999999999998 -0.080884999999999999 0.021350000000000004 -0.082654999999999992 -0.082494999999999999 -0.01187
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 20 -3 12 -7 10 -9 -10 11 -8 13 14 15 -4 17 19 -18 -14 21 22 -2 -22 34 -23 -6 28 30 -30 -28 -29 -15 -34 -25
right_child=2 4 5 -5 26 6 7 8 9 -11 -12 -13 16 32 -16 -17 18 -19 -20 -21 23 25 -24 24 -26 -27 27 31 29 -31 -32 -33 33 -35 -36
leaf_value=-0.0016486461090802513 -0.00057172671263865582 -0.00028998794818599545 0.00022649516367928378 0.001775141677005803 -0.0001574932267426179 0.00031995087315464478 0.00014121110130564812 0.00045963664297648832 -0.00046160379141702051 0.0001455469163686794 -0.00032335410172961782 -0.00020423356291625737 -0.00015504874772292218 -0.00022632011849571038 0.00031401673537603841 -0.00026569822406783073 -5.008181681095947e-05 0.00038267149004390894 -0.00049142736871714407 7.5576891449382908e-05 0.00037810739932046675 -5.1985626469155609e-05 0 0.0001188737160611484 -0.00024193988479509826 0.00028626368408774823 1.2449677469300653e-06 6.0156235117018436e-05 -0.00058906613676245809 7.9772576262679754e-05 0.00034414197375001677 0.00041351164378166663 1.6024644754961509e-05 -0.0001363372407218365 -8.6268514059547542e-05
leaf_weight=58 48 66 77 49 62 86 191 59 47 230 83 101 315 48 86 57 77 46 52 106 55 47 46 152 51 46 84 47 46 91 51 46 888 110 55
leaf_count=58 48 66 77 49 62 86 191 59 47 230 83 101 315 48 86 57 77 46 52 106 55 47 46 152 51 46 84 47 46 91 51 46 888 110 55
internal_value=0 -0.000187334 3.18631e-05 0.000166236 -1.37545e-05 3.81151e-06 5.76162e-05 2.47337e-05 0.000115771 3.95732e-05 -5.46525e-05 1.89216e-05 -1.87791e-05 1.33109e-05 0.000133185 1.10202e-05 -8.83169e-05 -4.62292e-05 -0.000234335 -9.5037e-05 6.92533e-06 -8.92037e-05 -0.000291552 6.69725e-05 0 0.000106518 2.70249e-05 6.06105e-05 0 -0.000138826 0.000136848 0.000243737 -1.11191e-05 0 6.04126e-05
internal_weight=0 551 3208 549 493 2659 797 711 336 277 375 292 1862 1266 220 134 596 467 129 421 500 187 94 313 258 93 427 365 272 137 135 93 1046 998 207
internal_count=3759 551 3208 549 493 2659 797 711 336 277 375 292 1862 1266 220 134 596 467 129 421 500 187 94 313 258 93 427 365 272 137 135 93 1046 998 207
is_linear=0
shrinkage=0.0995203


Tree=9797
num_leaves=31
num_cat=0
split_feature=18 18 3 3 8 4 4 0 6 9 9 9 4 6 9 18 26 26 6 6 2 2 5 0 2 3 2 9 8 26
split_gain=0.00185142 0.0128037 0.000938928 0.0123984 0.00054964 0.00057195 0.00067692 0.000492414 0.000379695 0.000269701 0.00140551 0.00127654 0.000607964 0.000795511 0.00058722 0.000679495 0.00186392 0.000514061 0.000424353 0.00062274 0.000554579 0.000232431 0.000584282 0.000757686 0.000549771 0.000287909 0.000217458 0.000526976 0.000199394 0.000177113
threshold=-0.095364999999999991 -0.098315 0.084955000000000017 0.084735000000000019 -0.069444999999999993 0.10098000000000003 0.084755000000000025 -0.050494999999999991 -0.055679999999999993 0.095285000000000022 0.094435000000000033 0.096385000000000012 0.11670500000000002 -0.101065 0.092150000000000024 0.090795000000000028 0.095245000000000024 0.15222000000000005 -0.034094999999999993 -0.097455 -0.084474999999999995 -0.086304999999999993 -0.01504 -0.086304999999999993 -0.084674999999999986 0.084145000000000011 -0.088385000000000005 0.096130000000000021 -0.01187 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2 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 21 26 6 7 8 -6 10 14 -11 13 -13 18 16 -16 -15 19 -4 -20 22 23 -2 -23 28 -1 -28 -26 -24
right_child=2 -3 9 -5 5 -7 -8 -9 -10 11 -12 12 -14 17 15 -17 -18 -19 20 -21 -22 24 29 -25 25 -27 27 -29 -30 -31
leaf_value=0.00026003966008526606 8.890828992182925e-06 -0.0017214860202228062 -4.4126378813518548e-05 0.0016931881896437941 5.1363347112726155e-06 0.00019759943549929823 -0.00043119573809171453 0.00017577957810069761 -0.00031699137794735221 0.00047370390849704226 -0.00050370020824615301 -0.00037186077503392371 0.00033176919109393651 -2.4975079540111077e-05 -2.1412664304429839e-05 -9.7761906692027978e-05 0.00073153244283616066 0.00029110178357058785 3.9286621619692233e-05 0.00012861958383336014 -0.00011236816834759866 0.00034047809006559058 -3.7359058856095263e-05 -0.0005396327422878479 0.00010704337539605898 -0.00021786197318078338 -0.00011138460281316928 0.00029462446086781879 -0.00011112362126715701 0.0002269112234377334
leaf_weight=64 46 48 428 47 60 50 70 57 76 67 56 58 52 322 73 60 56 60 362 392 667 55 46 48 152 51 87 49 54 46
leaf_count=64 46 48 428 47 60 50 70 57 76 67 56 58 52 322 73 60 56 60 362 392 667 55 46 48 152 51 87 49 54 46
internal_value=0 -0.000166975 2.90349e-05 0.000148057 -1.99277e-05 -0.000103611 -0.000163988 -6.28315e-05 -0.000168857 4.27587e-06 -1.17879e-05 6.59148e-05 8.71868e-06 -2.75995e-05 1.32715e-06 0.000168782 0.000299101 2.25275e-05 -1.53469e-05 3.74563e-05 -5.82208e-05 5.87592e-07 -8.57816e-05 -0.000262498 5.47007e-05 -3.27258e-06 0.000106943 2.88788e-05 4.588e-05 8.5878e-05
internal_weight=0 561 3198 545 513 313 263 193 136 2653 2094 559 492 440 2038 189 129 382 1849 820 1029 498 186 94 312 257 200 136 206 92
internal_count=3759 561 3198 545 513 313 263 193 136 2653 2094 559 492 440 2038 189 129 382 1849 820 1029 498 186 94 312 257 200 136 206 92
is_linear=0
shrinkage=0.0995203


Tree=9798
num_leaves=23
num_cat=0
split_feature=3 17 26 3 6 20 2 3 1 5 29 27 24 3 26 26 2 4 17 2 5 2
split_gain=0.00170315 0.0100124 0.0114638 0.00499974 0.0139784 0.000325811 0.000379254 0.000342492 0.000663938 0.000458146 0.000338578 0.000451534 0.000423319 0.000309676 0.000264569 0.000392024 0.00024426 0.00016994 0.000360678 0.000152687 0.000146305 0.000110486
threshold=0.084380000000000024 0.043850000000000007 0.07987000000000001 0.084955000000000017 0.085120000000000015 -0.09280999999999999 -0.24206999999999998 0.11360500000000003 0.057265000000000017 -0.014739999999999998 0.097705000000000028 -0.032854999999999995 -0.023524999999999997 0.09697500000000002 0.088115000000000013 0.084585000000000021 -0.084869999999999987 0.13210500000000003 -0.085229999999999986 -0.047824999999999999 -0.079124999999999987 -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
left_child=1 14 -3 4 -2 7 -7 9 -9 20 11 -8 -13 -11 15 17 -6 18 19 -1 -5 -20
right_child=3 2 -4 5 16 6 10 8 -10 13 -12 12 -14 -15 -16 -17 -18 -19 21 -21 -22 -23
leaf_value=0.00024432502365998813 0.002006968406101524 -3.076471791828546e-06 -0.002195488130002103 -0.00010638878889729513 5.2718109930744892e-05 -0.00027154500518964758 0.00032863349032270453 0.00033688711902888811 -0.00019331282602337072 -0.00012830466279994588 -0.00019297630842131947 -0.00026373808512585397 2.2143959025098468e-05 -0.00047147766953143597 -0.00013945240327266407 0.00027556496089473542 -0.00026049871764744485 0.00017715793652264456 -0.00026966435040796699 0 0.00012041433054701656 -4.0791134339172751e-05
leaf_weight=46 47 49 47 70 46 46 47 46 46 65 74 52 2580 56 61 80 46 54 47 52 46 56
leaf_count=46 47 49 47 70 46 46 47 46 46 65 74 52 2580 56 61 80 46 54 47 52 46 56
internal_value=0 -0.000172795 -0.00108497 2.58215e-05 0.000609854 0 1.08804e-05 -9.38144e-05 6.28891e-05 -0.000158099 1.58968e-05 2.19719e-05 1.61848e-05 -0.000293894 4.62716e-05 8.25337e-05 -9.49923e-05 1.87646e-05 -1.97161e-05 0.0001122 -9.39249e-06 -0.000153176
internal_weight=0 492 96 3267 139 3128 2799 329 92 237 2753 2679 2632 121 396 335 92 255 201 98 116 103
internal_count=3759 492 96 3267 139 3128 2799 329 92 237 2753 2679 2632 121 396 335 92 255 201 98 116 103
is_linear=0
shrinkage=0.0995203


Tree=9799
num_leaves=19
num_cat=0
split_feature=3 3 18 3 1 17 17 26 8 26 4 20 5 5 4 4 3 17
split_gain=0.00158391 0.0148031 0.00691605 0.000675111 0.000335875 0.000430591 0.000289339 0.000429583 0.00121957 0.000564828 0.000391769 0.000282026 0.00018862 0.000691013 0.000863093 0.000458374 0.000908826 0.000535772
threshold=0.084895000000000012 0.085195000000000007 -0.095799999999999982 0.084685000000000024 -0.50597999999999999 -0.11491499999999999 0.11639500000000001 0.086215000000000028 -0.085499999999999993 0.084585000000000021 0.10423500000000002 -0.23803499999999997 -0.46244499999999994 -0.49053999999999998 0.12498500000000003 0.10739000000000003 0.11896500000000003 -0.55157999999999996
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 6 5 -3 7 9 -9 10 -4 -6 13 14 -13 17 -17 -14
right_child=1 4 3 -5 11 -7 -8 8 -10 -11 -12 12 15 -15 -16 16 -18 -19
leaf_value=-0.0010093861313738865 0.001762737231400358 -0.00036324657422050677 -0.00012441281127647787 -0.00036516375568623272 -0.00017595352505307427 2.4718180639366193e-05 0.00025043883518186791 -0.00042062683430599208 0.00015869482035706578 0.00033639526858550298 0.00013046023888820316 -8.1390271161851441e-05 -0.00022184096631478506 -0.0003802976910924988 0.00039834609542468925 0.00049665919076525536 4.1102836424065115e-05 1.7894482581798905e-05
leaf_weight=80 48 56 130 50 80 50 48 77 65 59 110 191 96 55 46 58 192 2268
leaf_count=80 48 56 130 50 80 50 48 77 65 59 110 191 96 55 46 58 192 2268
internal_value=0 2.84322e-05 -0.000145748 -1.60458e-05 1.24422e-06 -0.000172522 1.79773e-05 -5.4684e-06 -0.000149679 6.02819e-05 -4.18505e-06 7.68688e-06 1.30241e-05 -6.21164e-05 8.26906e-06 2.17309e-05 0.000150066 7.81274e-06
internal_weight=0 3140 619 539 3092 106 489 441 142 299 240 2986 2906 292 237 2614 250 2364
internal_count=3759 3140 619 539 3092 106 489 441 142 299 240 2986 2906 292 237 2614 250 2364
is_linear=0
shrinkage=0.0995203


Tree=9800
num_leaves=11
num_cat=0
split_feature=10 0 20 25 6 21 0 21 8 6
split_gain=0.00109516 0.00248293 0.000475783 0.000700982 0.000381909 0.000594222 0.000546365 0.000489875 0.000463938 0.000355156
threshold=0.088385000000000019 -0.061654999999999995 0.14567000000000005 0.080510000000000012 0.23663500000000004 -0.091104999999999992 -0.23058999999999999 -0.11228 0.24853500000000003 -0.12640499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -7 -1 -8 -4
right_child=1 -3 9 -5 -6 6 8 -9 -10 -11
leaf_value=0 -0.00014046428315664782 0.00079501573945280773 0.0004211299214964717 -0.00031712154665532714 0.00029697413670245348 0.00027305928392194778 8.6561308464997811e-06 -0.00046513021575161478 0.00031193821533217938 2.2369174197088417e-05
leaf_weight=47 53 57 50 63 48 83 3190 46 51 48
leaf_count=47 53 57 50 63 48 83 3190 46 51 48
internal_value=0 0.000336843 1.74488e-05 1.11967e-05 1.74024e-05 1.32356e-05 2.04041e-05 -0.000234178 1.36811e-05 0.000234172
internal_weight=0 110 3626 3528 3465 3417 3324 93 3241 98
internal_count=3736 110 3626 3528 3465 3417 3324 93 3241 98
is_linear=0
shrinkage=0.0995203


Tree=9801
num_leaves=15
num_cat=0
split_feature=2 9 23 9 9 9 8 23 20 4 3 2 26 4
split_gain=0.000989568 0.00241835 0.000469269 0.000308021 0.000541338 0.000496503 0.000771427 0.000390408 0.000414398 0.000602094 0.000377399 0.000310137 0.00148858 0.00166129
threshold=-0.22383 0.095415000000000014 1.0000000180025095e-35 0.08951000000000002 0.089105000000000018 0.09055500000000001 -0.079049999999999995 -0.017849999999999998 -0.094259999999999997 0.10495500000000003 0.10850000000000003 -0.043929999999999997 -0.23202999999999999 0.11366000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -5 -2 10 -10 -9 12 -7 -14
right_child=2 -3 -4 5 -6 11 -8 8 9 -11 -12 -13 13 -15
leaf_value=-0.00012709133595776391 -0.0001862588368677255 0.0007427156490027294 -0.00024531415313235115 -0.00047645749324229408 0.00032035757798868833 -0.00050399921063812238 2.6829555250266237e-05 -3.041479875098138e-06 3.1509953221384156e-05 0.00018627348973472658 -0.00031133627303778395 0.00018777195278744371 -1.325271834593255e-05 0.00057971891459690343
leaf_weight=62 76 62 67 57 68 58 58 151 1580 301 56 82 1009 49
leaf_count=62 76 62 67 57 68 58 58 151 1580 301 56 82 1009 49
internal_value=0 0.00030121 1.47046e-05 1.98498e-05 4.24597e-05 -1.79617e-05 -0.000215507 3.33489e-05 4.17343e-05 5.67106e-05 -9.03997e-05 3.18001e-07 -1.2722e-05 1.34363e-05
internal_weight=0 124 3612 3545 2232 1313 115 2164 2088 1881 207 1198 1116 1058
internal_count=3736 124 3612 3545 2232 1313 115 2164 2088 1881 207 1198 1116 1058
is_linear=0
shrinkage=0.0995203


Tree=9802
num_leaves=18
num_cat=0
split_feature=5 20 25 8 3 3 3 20 3 5 36 5 18 6 8 36 20
split_gain=0.00107193 0.000338433 0.000889511 0.000397845 0.000323016 0.000299678 0.000546535 0.000894247 0.000493422 0.0010361 0.000290351 0.000339492 0.000529312 0.000431351 0.000279569 0.000144025 0.000100581
threshold=0.63223000000000018 0.10337500000000002 0.080510000000000012 -0.020084999999999999 0.084290000000000018 0.085195000000000007 0.086015000000000022 -0.009049999999999999 0.084795000000000023 -0.011514999999999999 0.087755000000000014 -0.011514999999999999 -0.020389999999999998 0.085570000000000021 -0.084129999999999996 0.092765000000000028 0.14849500000000004
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 10 8 7 -7 9 -6 11 13 -13 -1 -8 -12 -3
right_child=-2 3 -4 -5 5 6 14 -9 -10 -11 15 12 -14 -15 -16 -17 -18
leaf_value=0.00011578049945894184 0.00041688421432199197 -9.6531417414029788e-05 -0.00038577503455145017 0.00030105172022745058 -0.00027962385735654335 -0.0001355539989981249 4.6434896492414581e-05 0.00036551175428244499 -0.00030348435419079835 0.00033055405785899049 -0.00018137340367299239 0.00022353971189906235 -0.00016252560176948549 0.00044102263486602423 -2.2853092986339501e-05 5.6317626489125886e-05 9.7541162538109226e-05
leaf_weight=148 67 46 56 87 56 51 854 102 82 54 48 65 76 62 1776 46 60
leaf_count=148 67 46 56 87 56 51 854 102 82 54 48 65 76 62 1776 46 60
internal_value=0 1.45229e-05 7.15254e-06 0.000143023 1.38258e-05 1.71606e-06 1.02834e-05 0.000193139 -0.000118202 1.2476e-05 9.29447e-05 0.000135258 9.64193e-06 0.000215703 -4.29902e-08 -5.63478e-05 5.59809e-06
internal_weight=0 3669 3476 193 3420 2975 2783 153 192 110 445 351 141 210 2630 94 106
internal_count=3736 3669 3476 193 3420 2975 2783 153 192 110 445 351 141 210 2630 94 106
is_linear=0
shrinkage=0.0995203


Tree=9803
num_leaves=10
num_cat=0
split_feature=5 6 22 25 2 2 3 36 26
split_gain=0.00086886 0.000292646 0.000245939 0.000340881 0.000286034 0.000530885 0.000662871 0.000220563 0.000265328
threshold=0.63223000000000018 0.23663500000000004 0.12223500000000002 0.080510000000000012 -0.086050000000000001 -0.086440000000000003 0.087235000000000021 0.088355000000000031 -0.22971
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -6
right_child=-2 -3 -4 -5 7 -7 -8 -9 -10
leaf_value=0.00014685523297431339 0.00037539581143591547 0.00025045227332711243 0.00018128034159333288 -0.00021647669264408397 0.00021415391661048979 0.00033724829645697952 -3.7886796212931764e-05 0.00015377652395076252 -1.6540881399695245e-05
leaf_weight=322 67 51 81 67 50 64 467 82 2485
leaf_count=322 67 51 81 67 50 64 467 82 2485
internal_value=0 1.30776e-05 9.50521e-06 5.33998e-06 9.85881e-06 5.99978e-05 3.6471e-05 -6.17098e-06 -1.16678e-05
internal_weight=0 3669 3618 3537 3470 853 789 2617 2535
internal_count=3736 3669 3618 3537 3470 853 789 2617 2535
is_linear=0
shrinkage=0.0995203


Tree=9804
num_leaves=14
num_cat=0
split_feature=0 0 21 21 0 18 6 1 1 10 10 5 5
split_gain=0.00191277 0.0176762 0.00153049 0.000822462 0.000622987 0.000434393 0.000485642 0.000375676 0.000289097 0.00029538 0.00101446 0.00035615 0.000308601
threshold=-0.12469 -0.13955999999999999 0.12208500000000003 -0.070074999999999985 -0.23058999999999999 0.086800000000000016 -0.094839999999999994 0.55657000000000012 -0.55579999999999996 0.090150000000000022 0.085875000000000021 -0.50992999999999988 -0.09583499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 8 -2 10 11 -10 -13
right_child=7 -3 -4 4 5 -7 -8 -9 9 -11 -12 12 -14
leaf_value=-0.00027439489524991268 -0.00022849092925083085 -0.0019963967248854148 -0.00054364754661355267 0.00036467712774764085 -1.9481600433464418e-05 -0.00015858758482140275 0.00026466803927128671 0.00026423156623180713 -0.00024104925780485392 -0.00019652194898227971 0.00044448527158999843 8.839982328490892e-05 -3.2158264331056867e-06
leaf_weight=68 52 49 49 72 125 81 106 56 57 68 53 424 2485
leaf_count=68 52 49 49 72 125 81 106 56 57 68 53 424 2485
internal_value=0 -0.000192232 -1.41426e-05 4.14484e-05 9.95108e-05 3.56948e-05 0.000107364 8.52044e-06 3.69774e-06 7.87411e-06 1.27491e-05 4.7583e-06 9.85616e-06
internal_weight=0 550 501 452 384 312 231 3195 3139 3087 3019 2966 2909
internal_count=3745 550 501 452 384 312 231 3195 3139 3087 3019 2966 2909
is_linear=0
shrinkage=0.0995203


Tree=9805
num_leaves=15
num_cat=0
split_feature=0 0 0 17 0 17 1 10 10 17 1 1 1 26
split_gain=0.00156903 0.0150049 0.00146091 0.000688507 0.000440493 0.000422519 0.000256273 0.000345749 0.000904379 0.000247999 0.000207531 0.000246753 0.000520688 0.000242953
threshold=-0.13056499999999996 -0.14028499999999997 -0.26289499999999993 0.22924500000000006 -0.14680499999999999 0.0084900000000000028 -0.52333999999999992 0.090150000000000022 0.085875000000000021 -0.095109999999999986 -0.49837999999999999 -0.093734999999999999 -0.10771499999999999 0.090625000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 -2 8 10 -4 -8 12 -12 -13
right_child=6 -3 3 -5 -6 -7 7 -9 -10 -11 11 13 -14 -15
leaf_value=-0.00053439989559838914 -0.00015754091098231894 -0.0018749626310886015 -0.00016922903298866591 0.00033741690438107182 0.00021954913312423235 -0.00031005941536067105 -0.00014821988708658507 -0.00021559046615006903 0.00042930278981316117 5.3958014290211756e-05 2.4318328010935043e-05 2.7560866815429924e-05 0.00034122261508655311 -3.5364516368658948e-05
leaf_weight=48 90 47 67 67 68 55 79 64 52 185 228 1678 69 948
leaf_count=48 90 47 67 67 68 55 79 64 52 185 228 1678 69 948
internal_value=0 -0.000176253 -1.16443e-05 4.32735e-05 -7.09713e-06 -5.99655e-05 7.3659e-06 1.23884e-05 1.7434e-05 -2.1329e-06 1.0027e-05 1.4584e-05 0.000100699 4.53273e-06
internal_weight=0 537 490 442 375 307 3208 3118 3054 252 3002 2923 297 2626
internal_count=3745 537 490 442 375 307 3208 3118 3054 252 3002 2923 297 2626
is_linear=0
shrinkage=0.0995203


Tree=9806
num_leaves=18
num_cat=0
split_feature=2 2 0 7 6 6 3 17 0 2 6 6 5 3 0 0 7
split_gain=0.00157022 0.0153076 0.0011638 0.000729782 0.00033215 0.000681654 0.000635681 0.00132379 0.00126464 0.000461271 0.000302365 0.000492407 0.000331936 0.000297554 0.00135788 0.000909397 0.000411084
threshold=-0.10934999999999999 -0.13088999999999998 -0.26289499999999993 -0.075879999999999989 0.090195000000000011 0.089610000000000009 0.10871500000000002 0.021725000000000005 -0.097180000000000002 -0.082234999999999989 0.088565000000000019 0.087670000000000012 -0.021739999999999999 0.11089500000000001 0.12387500000000003 0.019150000000000004 0.058975000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -2 -4 5 10 8 -8 -6 -10 11 -5 -12 14 15 16 -1
right_child=2 -3 3 4 6 -7 7 -9 9 -11 12 -13 -14 -15 -16 -17 -18
leaf_value=-7.0798233244169105e-05 -0.00048121634266984256 -0.0018510208530766225 0.00035633062155558079 -2.2501927975243842e-06 0.0006037088038550974 -0.00036192959187775561 -0.0003616155259410247 0.00027718210652040719 0.00018569911614434105 0 0 -0.00024541809444433572 0.00034313073727870318 -0.00012636751227383311 0.00055568294866268557 -0.00038709084439035726 0.00024964361000494138
leaf_weight=72 48 49 60 2222 47 54 89 49 203 393 52 86 51 88 49 52 81
leaf_count=72 48 49 60 2222 47 54 89 49 203 393 52 86 51 88 49 52 81
internal_value=0 -0.000205667 4.88492e-06 1.21903e-05 5.57688e-06 -1.20648e-05 6.23059e-05 -0.000128864 0.000104608 6.38755e-05 -3.88921e-06 -1.16657e-05 0.000162418 2.76778e-05 8.42708e-05 -2.4415e-05 9.3497e-05
internal_weight=0 391 3354 3306 3246 2465 781 138 643 596 2411 2308 103 342 254 205 153
internal_count=3745 391 3354 3306 3246 2465 781 138 643 596 2411 2308 103 342 254 205 153
is_linear=0
shrinkage=0.0995203


Tree=9807
num_leaves=15
num_cat=0
split_feature=27 27 0 7 23 1 0 0 18 0 27 26 8 6
split_gain=0.00151061 0.0181343 0.000956752 0.00062035 0.000279396 0.000456689 0.00027205 0.000757175 0.000410757 0.000200934 0.000233197 0.00017023 0.00011258 0.000179274
threshold=1.0000000180025095e-35 0.08043500000000002 -0.26289499999999993 -0.075879999999999989 -0.022119999999999997 0.50462500000000021 -0.068604999999999985 -0.069955000000000003 -0.057764999999999997 -0.014889999999999999 0.11266000000000002 -0.084599999999999995 -0.090440000000000006 -0.14213999999999999
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 -6 -8 10 11 -3 13 -13
right_child=1 9 3 4 5 -7 8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.00043332563417714838 -0.0020359500736339183 0.00017026699034629951 0.0003553253054998603 0.00019821095693415221 1.5853654976232561e-05 -0.00030405120072134884 -0.00013485040392417717 0.00042027571451251866 2.061589965427572e-05 0.00019977135366602613 -0.0001672572966670644 0.0001992061553741729 -9.747350050210842e-05 -5.6724357090929689e-05
leaf_weight=48 47 76 52 75 2380 47 298 47 370 61 64 50 78 52
leaf_count=48 47 76 52 75 2380 47 298 47 370 61 64 50 78 52
internal_value=0 -0.000191262 7.23499e-06 1.39543e-05 8.1819e-06 3.38533e-06 8.3185e-06 2.40228e-05 -4.75133e-05 3.41495e-05 1.96318e-08 4.50366e-05 -3.2905e-06 6.07061e-05
internal_weight=0 428 3317 3269 3217 3142 3095 2427 668 381 320 256 180 102
internal_count=3745 428 3317 3269 3217 3142 3095 2427 668 381 320 256 180 102
is_linear=0
shrinkage=0.0995203


Tree=9808
num_leaves=23
num_cat=0
split_feature=18 18 8 8 1 5 6 10 1 8 18 1 1 8 0 9 18 20 1 17 1 9
split_gain=0.00437827 0.0195532 0.00204457 0.0149234 0.00102596 0.000878507 0.000581342 0.000580658 0.000770819 0.00101207 0.000688189 0.000581452 0.00053345 0.000428649 0.000295567 0.000278274 0.000518371 0.000149361 0.00034758 0.000176008 0.000169705 4.8307e-05
threshold=-0.097059999999999994 -0.10212999999999998 -0.10337499999999999 -0.11257499999999999 0.52078500000000016 0.55459000000000014 -0.091704999999999995 0.087605000000000016 -0.093734999999999999 -0.080835000000000004 -0.049119999999999997 0.0022300000000000006 -0.0040349999999999995 -0.087844999999999993 -0.090394999999999989 0.097910000000000011 -0.14624999999999996 -0.052259999999999994 0.0047600000000000012 0.056905000000000011 -0.080689999999999998 -0.020035000000000001
decision_type=2 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 7 6 -1 8 9 -4 -11 12 -10 -13 -8 16 -16 18 -2 20 -19 -22
right_child=2 -3 4 -5 -6 -7 14 -9 11 10 -12 13 -14 -15 15 -17 -18 19 -20 -21 21 -23
leaf_value=-0.00029548001597827939 -5.2045516993697392e-05 0.0022392948425931543 0.00050674356325704965 -0.0018141040191418177 -0.00041092008528061553 0.00043938025927304293 0.00030803386219670963 -0.0002802137170058454 -1.5729409792743296e-05 0.00040657185567918522 -2.1900035255679534e-05 0.00027387554184491348 -0.00021619393268892685 4.213007054737803e-05 -0.00013550491688730466 0.00019770460777763263 0.00016235031434653284 0 0.00029409659183328587 4.9047319458958229e-05 -0.00010278839761831786 -0.0002816591010696254
leaf_weight=46 69 46 68 52 59 62 49 67 1580 46 178 95 145 567 142 83 97 67 46 91 50 50
leaf_count=46 69 46 68 52 59 62 49 67 1580 46 178 95 145 567 142 83 97 67 46 91 50 50
internal_value=0 0.000278674 -3.11306e-05 -0.000234547 -1.80358e-08 8.86797e-05 3.4574e-05 8.51241e-06 1.60388e-05 0.000168708 6.24352e-05 -2.29411e-06 -3.30546e-05 7.66232e-05 7.77037e-05 4.01111e-05 -1.11928e-05 -1.21458e-05 7.92929e-05 -5.60764e-05 -0.000118261 -0.00020041
internal_weight=0 525 3230 425 2805 479 417 2746 2679 292 224 2387 1725 662 371 322 239 373 115 258 167 100
internal_count=3755 525 3230 425 2805 479 417 2746 2679 292 224 2387 1725 662 371 322 239 373 115 258 167 100
is_linear=0
shrinkage=0.0995203


Tree=9809
num_leaves=19
num_cat=0
split_feature=2 17 8 2 4 7 2 26 20 10 4 21 8 10 4 17 17 2
split_gain=0.00390993 0.00851005 0.00209066 0.0137483 0.00106204 0.000744505 0.000955951 0.000731684 0.000715877 0.000609693 0.00118387 0.000380112 0.000362829 0.000253509 0.000165921 0.000312813 0.000357484 0.000185405
threshold=-0.095649999999999999 0.033280000000000011 -0.10337499999999999 -0.079149999999999984 0.13980000000000004 -0.073659999999999989 0.12610000000000002 -0.16205499999999998 -0.24910499999999999 0.089090000000000016 0.10353000000000002 -0.091104999999999992 0.095985000000000015 0.077800000000000022 0.14699000000000004 0.056905000000000011 -0.052269999999999997 0.31326500000000007
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 -2 5 -4 8 -1 -7 10 12 -10 13 -9 15 16 -5 -18
right_child=2 -3 4 14 -6 6 -8 9 11 -11 -12 -13 -14 -15 -16 -17 17 -19
leaf_value=0.00040071363742040354 -0.0018250078649782316 0.0011797791877042872 -0.00038633763986749888 0.00011075587597510042 -0.00042427314780540645 0.00038521580644092972 0.00042374987082297337 -8.8776802228850531e-06 -0.00025019797604351334 -0.00026007254366267708 0.00045863744157174317 3.027982367021267e-06 -0.00022656828480429933 0.00022989662085406686 -0.00017276150716319597 0.00019373980672256373 -1.8574147261382473e-05 -0.00031412842003033327
leaf_weight=64 48 84 47 74 58 48 55 151 60 58 68 2599 58 59 51 76 48 49
leaf_count=64 48 84 47 74 58 48 55 151 60 58 68 2599 58 59 51 76 48 49
internal_value=0 0.000258178 -3.07205e-05 -0.000261831 -2.54365e-06 5.87276e-06 1.28433e-05 8.73638e-05 4.19217e-06 3.43866e-05 8.76522e-05 -2.37816e-06 -3.42384e-06 5.43083e-05 -7.29711e-06 2.35534e-05 -4.72978e-05 -0.000176314
internal_weight=0 542 3213 346 2867 2809 2762 458 2707 394 336 2659 268 210 298 247 171 97
internal_count=3755 542 3213 346 2867 2809 2762 458 2707 394 336 2659 268 210 298 247 171 97
is_linear=0
shrinkage=0.0995203


Tree=9810
num_leaves=21
num_cat=0
split_feature=18 17 20 8 8 17 2 1 0 9 2 1 8 0 8 8 20 8 6 1
split_gain=0.00345212 0.0121812 0.00233548 0.00145029 0.0109722 0.00137434 0.00101483 0.000812258 0.000664827 0.000418558 0.000427329 0.000393476 0.00042122 0.000363795 0.000344322 0.000122051 0.000170434 0.000212018 0.000241387 8.58056e-05
threshold=-0.093649999999999997 0.0031350000000000006 -0.096095 -0.10337499999999999 -0.11257499999999999 -0.56005499999999986 -0.11700999999999999 0.52078500000000016 0.12433000000000002 0.097910000000000011 0.096520000000000022 0.15756500000000004 -0.087770000000000001 -0.14824999999999997 -0.08176499999999999 -0.16019999999999998 -0.052259999999999994 -0.47145500000000001 -0.074054999999999996 -0.0072799999999999991
decision_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 15 -5 -4 8 11 10 14 12 -7 -13 -8 16 -2 18 -18 -17
right_child=3 -3 6 5 -6 7 9 -9 -10 -11 -12 13 -14 -15 -16 19 17 -19 -20 -21
leaf_value=0.000733213862467366 6.2773387899401717e-05 0.0017176269536986401 0.00038424843281977027 -0.00046823826001006214 -0.0015569848285964241 7.9765640521901665e-05 5.0222179783361058e-05 -0.00035910321501748667 0.00030236061300068363 0.00016252720899784655 0.00014935509779704788 -5.0884733455727044e-05 -3.0788846839260957e-05 0.00017552940492071372 -0.00020000097079608546 0 0.00013936612843430077 -0.00023056100188351971 -0.00016621437312233401 0.00018079385520867791
leaf_weight=51 85 50 67 62 52 419 67 59 77 85 61 94 1804 231 211 56 52 76 50 46
leaf_count=51 85 50 67 62 52 419 67 59 77 85 61 94 1804 231 211 56 52 76 50 46
internal_value=0 0.00023038 9.16691e-05 -3.14073e-05 -0.000204387 -4.84095e-06 2.33647e-05 5.55846e-06 1.40665e-05 -3.1731e-05 -8.28537e-05 5.03306e-06 -9.58284e-06 0.000107525 -0.000136751 -9.4452e-06 -4.72698e-05 -0.000104418 -2.4025e-06 8.00572e-05
internal_weight=0 592 542 3163 417 2746 491 2684 2625 424 339 2548 2223 325 278 365 263 178 102 102
internal_count=3755 592 542 3163 417 2746 491 2684 2625 424 339 2548 2223 325 278 365 263 178 102 102
is_linear=0
shrinkage=0.0995203


Tree=9811
num_leaves=18
num_cat=0
split_feature=3 4 3 3 4 1 3 2 5 5 19 1 5 2 4 38 4
split_gain=0.00358958 0.0157117 0.00129544 0.00818079 0.000914575 0.000822647 0.00176958 0.000598791 0.000529985 0.000941888 0.000456793 0.000376011 0.00118163 0.00100028 0.000429451 0.000271838 0.000368152
threshold=0.081685000000000021 0.077765000000000015 0.088325000000000028 0.087925000000000017 0.14646500000000004 -0.093734999999999999 0.084795000000000023 1.0000000180025095e-35 -0.09583499999999999 -0.091729999999999992 -0.09028499999999999 -0.50158499999999984 0.5252300000000002 -0.23128999999999997 0.13686500000000004 -0.080750000000000002 0.11541000000000003
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 10 6 -2 8 -7 -10 -4 12 -12 -13 -15 -3 -17
right_child=2 15 4 -5 -6 7 -8 -9 9 -11 11 13 -14 14 -16 16 -18
leaf_value=0.0020330616593732306 0.00068672364855237769 -0.00012676362612181602 0.00029389451776191548 -0.0010196566860457641 -0.00033378686770346494 0.00021772186709198617 -9.4145768126656398e-05 -0.00037944153039320408 -0.00049560713568868318 -3.1158472611822665e-05 -3.0847362507831016e-05 -0.00040145351100178951 0.00059352415912019207 1.6113920930568278e-05 0.00028523936257535772 -4.3530635260385953e-05 0.00025338884212247723
leaf_weight=46 48 79 64 90 70 72 68 55 47 629 80 56 46 2086 61 80 78
leaf_count=46 48 79 64 90 70 72 68 55 47 629 80 56 46 2086 61 80 78
internal_value=0 0.000349717 -1.88082e-05 -0.000113906 1.98174e-05 -2.43127e-05 0.000221916 -6.09018e-05 -3.63854e-05 -6.4661e-05 3.05032e-05 2.29138e-05 0.000190601 1.29514e-05 2.41415e-05 1.95371e-05 9.78687e-05
internal_weight=0 283 3472 1009 2463 919 116 803 748 676 2393 2329 126 2203 2147 237 158
internal_count=3755 283 3472 1009 2463 919 116 803 748 676 2393 2329 126 2203 2147 237 158
is_linear=0
shrinkage=0.0995203


Tree=9812
num_leaves=21
num_cat=0
split_feature=20 20 10 8 9 2 2 8 20 21 3 1 3 19 5 2 29 26 1 9
split_gain=0.00150735 0.0110317 0.000540961 0.000491828 0.00105006 0.000455869 0.000691901 0.000815577 0.000673033 0.000334214 0.000692519 0.000311526 0.000468801 0.000365738 0.000352173 0.000405322 0.000339937 0.00029322 0.000273446 0.000248237
threshold=-0.081114999999999993 -0.08231999999999999 0.090150000000000022 0.099175000000000027 0.098180000000000031 -0.082084999999999991 -0.086254999999999984 -0.082844999999999988 -0.08588999999999998 0.086155000000000023 0.10850000000000003 -0.49837999999999999 0.10457000000000002 -0.07525999999999998 0.40898000000000007 -0.077714999999999992 0.097705000000000028 -0.22971 -0.0032650000000000001 0.087635000000000032
decision_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 11 -5 6 8 -8 17 18 -11 12 -2 -13 16 -16 -15 -1 -7 -19
right_child=2 -3 -4 4 -6 9 7 -9 -10 10 -12 13 -14 14 15 -17 -18 19 -20 -21
leaf_value=-0.00024461923872316635 0 0.0011998860548779733 -0.00025488924037263483 -4.0770475547471374e-05 0.00050386958436304807 0.00035928271752775075 -0.00056528932459574477 0 0.00034128032887346656 0.00018765300544575035 -0.00026053514836351049 -0.00026291280247873751 -0.00037486441520277703 1.6170675971840124e-05 0.00041899401338938547 3.7657424002059112e-05 -0.0002452869970187165 -0.00011374194933823554 5.0724104886728566e-05 0.00014374337162571487
leaf_weight=56 90 90 75 75 62 75 49 49 55 87 56 46 52 2435 46 83 50 68 57 79
leaf_count=56 90 90 75 75 62 75 49 49 55 87 56 46 52 2435 46 83 50 68 57 79
internal_value=0 0.000168958 8.42562e-06 1.54237e-05 0.000199734 2.06191e-05 -5.21424e-05 -0.00027812 3.05209e-05 0.000117789 6.41408e-06 6.11992e-06 -0.000136971 1.40664e-05 1.92537e-05 0.000179984 1.05805e-05 -4.96424e-05 0.000232243 1.90656e-05
internal_weight=0 721 3014 2939 137 631 356 98 258 275 143 2802 142 2660 2614 129 2485 203 132 147
internal_count=3735 721 3014 2939 137 631 356 98 258 275 143 2802 142 2660 2614 129 2485 203 132 147
is_linear=0
shrinkage=0.0995203


Tree=9813
num_leaves=24
num_cat=0
split_feature=5 5 6 9 3 3 18 8 3 5 9 3 17 3 18 1 21 21 3 17 17 3 5
split_gain=0.00136992 0.014731 0.000593505 0.000567326 0.00117491 0.000545336 0.00103865 0.000977234 0.00158419 0.000450912 0.000392849 0.000381956 0.000795876 0.000510514 0.000437911 0.000977212 0.000496851 0.00041799 0.000631473 0.000270399 0.000510789 0.000304739 0.000193778
threshold=-0.16183 -0.24120999999999998 0.10877500000000002 0.11408000000000003 0.14940500000000004 0.092635000000000023 -0.07657499999999999 -0.077604999999999993 0.10871500000000002 0.63455500000000009 0.099125000000000033 0.11275500000000002 -0.53299999999999992 0.10997000000000003 0.11769500000000002 -0.076329999999999995 -0.014264999999999998 0.11932500000000003 0.12212000000000002 0.12374500000000002 0.25342000000000009 0.11693000000000002 0.51100000000000012
decision_type=2 2 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 10 -4 -7 -8 -9 11 19 13 -13 14 16 -16 -2 18 -14 21 -21 -1 -19
right_child=2 -3 5 -5 -6 6 7 8 -10 -11 -12 12 17 -15 15 -17 -18 22 -20 20 -22 -23 -24
leaf_value=0.00015423197744209507 0.00011453452355366082 0.0017255641187943495 -0.00012614575168462712 -0.00024672708908723913 0.00048455546519417079 0.000592803136619103 -0.00021066539845738876 0.00064764130922659118 -8.693365286687409e-05 -0.00028811148427573645 -0.00024902539670270969 0.00047360754280122429 -0.00022076020947756579 -0.00032670537343998623 0.00040452296549242666 -5.6078693778998451e-05 -3.7716724244797539e-05 5.4655507809972753e-05 0.00012233888241604057 -0.00033034242766394339 0.00010198993832144733 -5.2719535865220979e-05 0.0003459306575405121
leaf_weight=213 237 55 56 68 57 55 65 56 57 55 53 48 104 51 79 102 1909 57 106 50 55 98 49
leaf_count=213 237 55 56 68 57 55 65 56 57 55 53 48 104 51 79 102 1909 57 106 50 55 98 49
internal_value=0 0.000167193 7.78403e-06 2.15216e-05 5.77565e-05 0.000143676 0.000212039 8.97877e-05 0.000269859 -5.96428e-06 4.13988e-06 -6.31751e-09 9.46299e-05 -1.48365e-05 -7.6496e-06 0.000140435 -2.05209e-05 3.4473e-05 -4.36787e-05 3.8362e-05 -9.60862e-05 8.63867e-05 0.000197025
internal_weight=0 649 3086 594 526 289 233 178 113 2797 469 2742 364 2378 2327 181 2146 316 210 416 105 311 106
internal_count=3735 649 3086 594 526 289 233 178 113 2797 469 2742 364 2378 2327 181 2146 316 210 416 105 311 106
is_linear=0
shrinkage=0.0995203


Tree=9814
num_leaves=30
num_cat=0
split_feature=0 0 6 3 9 1 17 21 1 21 3 2 4 0 1 10 9 2 19 5 9 0 0 5 3 17 5 5 1
split_gain=0.00120334 0.0143212 0.000640674 0.000816879 0.000680588 0.00103482 0.00114345 0.00034722 0.000681414 0.000585108 0.000446082 0.000876951 0.000977146 0.000836831 0.00118601 0.000765987 0.000382273 0.0003702 0.000339066 0.000457927 0.000312213 0.000295466 0.000210342 0.000208648 0.000923926 0.000823497 0.000502432 0.000220321 0.000674437
threshold=-0.095649999999999999 -0.097180000000000002 0.099330000000000016 0.092510000000000023 0.091690000000000021 -0.053299999999999993 0.057560000000000014 -0.014264999999999998 -0.019984999999999999 -0.032929999999999994 0.11693000000000002 -0.035314999999999992 0.13980000000000004 -0.057604999999999996 -0.014549999999999999 0.086165000000000019 0.084485000000000018 -0.083974999999999994 -0.031244999999999998 0.4115950000000001 -0.073629999999999987 -0.09937 -0.081674999999999984 -0.019465 0.10871500000000002 -0.10193000000000001 -0.059289999999999995 -0.09583499999999999 0.00039500000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 7 22 -5 6 -6 8 -2 16 15 13 20 -12 -15 18 -10 -18 -9 -20 -13 23 -4 26 25 -25 27 28 -1
right_child=2 -3 3 4 5 -7 -8 10 9 -11 11 12 -14 14 -16 -17 17 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=-0.00029430628452142301 0.00043322896479112407 0.0017694941020487166 4.1225173479390337e-06 0.00051895001025299985 0.00052015872689603984 -0.00020774281802303033 2.079059305927875e-07 -0.0002824663351872537 0.00012370884451509936 0.00026751613722107161 0.00049708815009973854 -7.6227826378515571e-05 -0.00047395305209731994 0.00040223146074044749 -0.00028174825958699395 -0.00037030376129623004 -0.00041965356305060845 -1.0454079833379904e-05 -4.0557089243797463e-05 0.00020792256395022233 0.00026230406560121726 0.00024018226776311726 -0.0002721992230293465 0.00057819490330323904 -0.00023223407583579221 3.7143750614524285e-05 -0.00028561376363457213 0.00016925096720071264 4.2047917101355963e-05
leaf_weight=69 47 50 49 56 83 65 91 55 47 62 70 58 47 48 52 72 46 50 1662 76 47 65 49 50 51 71 59 83 405
leaf_count=69 47 50 49 56 83 65 91 55 47 62 70 58 47 48 52 72 46 50 1662 76 47 65 49 50 51 71 59 83 405
internal_value=0 0.000132166 0 0.00011815 0.000201928 0.000124221 0.000252935 -1.87709e-05 9.10132e-05 8.56058e-06 -3.17953e-05 7.53573e-05 -9.45311e-05 0.000232073 3.83758e-05 -5.07345e-05 -9.79892e-05 -0.000215056 -3.74453e-05 -2.92204e-05 6.75091e-05 3.52314e-05 -0.000125685 1.72867e-05 0.000114552 0.000267484 -8.54302e-06 1.93359e-05 -5.188e-06
internal_weight=0 903 2832 393 295 239 174 2439 252 205 2187 322 152 170 100 1865 143 96 1793 1738 105 853 98 788 172 121 616 557 474
internal_count=3735 903 2832 393 295 239 174 2439 252 205 2187 322 152 170 100 1865 143 96 1793 1738 105 853 98 788 172 121 616 557 474
is_linear=0
shrinkage=0.0995203


Tree=9815
num_leaves=22
num_cat=0
split_feature=20 20 10 17 20 20 17 20 6 26 26 9 23 26 9 9 8 26 18 9 26
split_gain=0.00115834 0.0134291 0.00037759 0.000449514 0.00102852 0.000979675 0.000618426 0.000335288 0.000327926 0.00099167 0.00127416 0.000358599 0.00177432 0.00158407 0.000308238 0.00143822 0.000728966 0.000703344 0.000692872 0.000718279 0.000613756
threshold=-0.081374999999999989 -0.08231999999999999 0.090150000000000022 -0.53447999999999996 -0.0088249999999999978 -0.080434999999999993 -0.56137499999999996 -0.083135000000000001 0.10877500000000002 0.09032500000000003 0.096535000000000024 0.11296000000000002 -0.066844999999999988 0.11861500000000001 0.08895500000000002 0.08709500000000002 0.0012600000000000003 0.089880000000000029 -0.093649999999999997 0.083925000000000013 -0.22491999999999998
decision_type=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 -2 -5 -6 14 11 -10 -11 12 -7 -13 15 18 17 -16 -1 -20 -18
right_child=2 -3 -4 5 6 8 -8 -9 9 10 -12 13 -14 -15 16 -17 20 -19 19 -21 -22
leaf_value=0.00040308209270750831 0.00055013370030605258 0.0015185915820019914 -0.0002179240244852459 -0.00039559593386748703 -0.0002174393927138154 0.00061893836048875774 0.00025573995650477637 -0.00024411024928885753 -0.00025582175258759987 0.00058018140342449458 1.0612784992084692e-05 9.4672458986276006e-05 -4.9948334601118802e-06 -0.00058290256170450121 0.00061103644600215754 -0.00052300927445064153 -0.00031749887944458155 3.9761560768919602e-05 -0.00013029550327513649 0.00019692008536679721 0.00015811545085118981
leaf_weight=47 49 64 75 61 59 46 51 49 50 67 100 89 2339 54 46 50 47 46 180 105 61
leaf_count=47 49 64 75 61 59 46 51 49 50 67 100 89 2339 54 46 50 47 46 180 105 61
internal_value=0 0.000144927 2.22231e-06 8.06703e-06 0.000170883 -8.67077e-07 0 4.30384e-06 7.60646e-06 0.00012508 0.000244024 -2.15348e-06 6.69587e-06 -0.00015547 2.6625e-05 -2.39884e-05 0.00012739 0.000334297 4.86997e-05 -6.87001e-06 -4.1285e-05
internal_weight=0 695 3040 2965 159 2806 110 631 2745 217 167 2528 2385 143 582 382 200 92 332 285 108
internal_count=3735 695 3040 2965 159 2806 110 631 2745 217 167 2528 2385 143 582 382 200 92 332 285 108
is_linear=0
shrinkage=0.0995203


Tree=9816
num_leaves=23
num_cat=0
split_feature=1 1 4 5 5 4 19 18 20 9 5 18 18 2 18 5 4 17 5 4 5 4
split_gain=0.00109507 0.013075 0.000588775 0.000768172 0.000639959 0.00067337 0.000402516 0.000563092 0.00062238 0.000487756 0.000334902 0.000333771 0.000301385 0.000424041 0.000491177 0.000698632 0.000503242 0.000461687 0.000251023 0.000189993 0.000418899 0.000109342
threshold=-0.091829999999999995 -0.093734999999999999 0.12498500000000003 -0.54885499999999998 -0.49053999999999998 0.13954000000000003 -0.071824999999999986 -0.099739999999999995 -0.065649999999999986 0.097200000000000022 -0.52786999999999995 -0.090899999999999995 0.027500000000000007 0.10003000000000002 -0.060544999999999995 0.27287000000000011 0.077430000000000013 -0.11741999999999998 0.25032500000000008 0.10333000000000002 0.11286000000000003 0.13424500000000003
decision_type=2 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 -2 -4 21 -5 8 9 -8 -9 -12 13 14 15 17 -16 -1 -10 20 -14 -6
right_child=2 -3 4 6 5 -7 7 10 18 -11 11 -13 19 -15 16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.00013324572015245282 -0.00039834847384487732 0.0016466988585254203 0.00038501272649521133 0.00022315718551546405 8.2234751828456925e-05 -0.00016514680342014456 -0.00016263687214088156 0.00019639215076949187 -0.00014736689524252059 -0.00056554880699762934 0.00014318810313443091 -2.2135831673546157e-05 -0.00018693508077168388 0.00026289841176707212 2.2444892447572638e-06 -0.00038772454872144278 0.00041730650273984329 0.00022378484112886188 0.00015545956706422537 -0.00024180515619155415 0.00017118883790839324 0.00032354061503518449
leaf_weight=82 53 52 73 68 48 87 112 78 47 46 127 2233 73 76 89 58 46 63 62 64 57 50
leaf_count=82 53 52 73 68 48 87 112 78 47 46 127 2233 73 76 89 58 46 63 62 64 57 50
internal_value=0 0.000132035 -9.04093e-06 -2.24282e-05 0.000134423 3.11164e-05 -1.4948e-05 -2.12363e-05 -0.000158565 -0.000285122 -5.86077e-06 -1.28923e-05 1.14538e-06 5.04325e-05 2.37091e-07 -9.51514e-05 0.000149737 1.62322e-05 1.73727e-05 -9.98146e-05 -2.36144e-05 0.000213703
internal_weight=0 660 3084 2826 258 185 2773 2705 267 158 2438 2360 608 414 338 203 135 145 109 194 130 98
internal_count=3744 660 3084 2826 258 185 2773 2705 267 158 2438 2360 608 414 338 203 135 145 109 194 130 98
is_linear=0
shrinkage=0.0995203


Tree=9817
num_leaves=19
num_cat=0
split_feature=3 3 17 3 6 18 18 1 3 18 5 0 6 13 8 27 2 1
split_gain=0.00237556 0.0146477 0.000535101 0.00136469 0.000521674 0.000440291 0.000333455 0.000465496 0.000811616 0.000352475 0.000460632 0.00095209 0.000321917 0.000259203 0.000332734 0.000358816 0.000192203 0.000132548
threshold=0.083955000000000016 0.083595000000000017 -0.55754499999999996 0.10457000000000002 -0.48214499999999999 0.084405000000000022 0.14330000000000004 -0.057259999999999998 0.10871500000000002 -0.47082499999999999 0.41370500000000004 -0.052884999999999995 0.11146500000000002 0.089365000000000014 -0.086404999999999996 0.076195000000000027 -0.084474999999999995 -0.0057250000000000001
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 -4 13 9 -8 -9 -6 12 -12 -11 14 15 -1 -16 -18
right_child=2 -3 4 -5 6 -7 7 8 -10 10 11 -13 -14 -15 16 -17 17 -19
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leaf_weight=58 46 52 46 57 48 51 83 46 56 2582 86 63 226 47 51 51 48 47
leaf_count=58 46 52 46 57 48 51 83 46 56 2582 86 63 226 47 51 51 48 47
internal_value=0 0.000241824 -1.32767e-05 0.000209325 -2.06149e-05 9.77871e-06 -2.56504e-05 0.000102941 -3.2354e-05 -3.38395e-05 -3.84197e-05 -0.000209827 -2.90329e-05 5.76786e-05 1.46804e-05 -0.000113145 0.000115719 2.24792e-05
internal_weight=0 405 3339 103 3236 353 3190 185 102 3005 2957 149 2808 302 255 109 146 95
internal_count=3744 405 3339 103 3236 353 3190 185 102 3005 2957 149 2808 302 255 109 146 95
is_linear=0
shrinkage=0.0995203


Tree=9818
num_leaves=21
num_cat=0
split_feature=3 3 17 3 4 3 3 6 3 9 0 0 9 4 6 35 6 17 18 12
split_gain=0.00193204 0.0144387 0.000434941 0.00110967 0.000455347 0.000378515 0.000871381 0.000869635 0.000715803 0.000358133 0.000349987 0.0006561 0.000406033 0.000328906 0.000414781 0.000378735 0.000287307 0.000268849 0.000218234 0.000148768
threshold=0.084065000000000015 0.083815000000000014 -0.55754499999999996 0.10457000000000002 0.14804000000000003 0.086895000000000014 0.087170000000000011 0.088565000000000019 0.086285000000000014 0.085145000000000012 -0.050054999999999995 -0.042499999999999996 0.11408000000000003 0.081905000000000019 0.082725000000000021 -1.0000000180025095e-35 -0.23020499999999999 -0.0069749999999999994 -0.010029999999999999 -0.013050000000000001
decision_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 -2 5 7 -7 8 9 -4 12 -12 -8 14 -1 19 -17 -9 -16 -15
right_child=2 -3 4 -5 -6 6 10 17 -10 -11 11 -13 -14 15 18 16 -18 -19 -20 -21
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leaf_weight=59 46 52 229 57 63 55 2109 52 70 128 46 266 141 52 47 51 52 50 49 70
leaf_count=59 46 52 229 57 63 55 2109 52 70 128 46 266 141 52 47 51 52 50 49 70
internal_value=0 0.00021079 -1.28558e-05 0.000187702 -1.95482e-05 -2.50894e-05 -9.22455e-06 -0.000102026 -0.000165326 -0.000105279 -1.79439e-05 -0.000116817 -3.86973e-06 0 -0.000113572 7.47825e-05 0.000216575 0.000154938 5.78397e-06 -3.82178e-05
internal_weight=0 432 3312 103 3209 3146 2617 529 427 357 2562 312 2250 380 155 225 103 102 96 122
internal_count=3744 432 3312 103 3209 3146 2617 529 427 357 2562 312 2250 380 155 225 103 102 96 122
is_linear=0
shrinkage=0.0995203


Tree=9819
num_leaves=22
num_cat=0
split_feature=18 18 26 20 9 4 9 6 8 8 8 8 26 6 9 18 6 4 9 0 8
split_gain=0.000993292 0.0124148 0.000607966 0.000464351 0.000625841 0.000434648 0.000420988 0.000714194 0.000493291 0.00124075 0.00110898 0.000778816 0.00100701 0.000762667 0.00138541 0.000701892 0.000530522 0.000333808 0.000797314 0.000774628 0.000188047
threshold=-0.092864999999999989 -0.096219999999999986 -0.14224499999999998 -0.07825 0.091885000000000022 0.15116500000000005 0.11408000000000003 -0.06656999999999999 -0.068099999999999994 -0.064125000000000001 -0.073644999999999988 -0.049499999999999995 0.11746500000000003 0.11056500000000001 0.09055500000000001 0.0089800000000000036 0.094100000000000031 0.087155000000000024 0.10153500000000003 -0.060094999999999996 -0.051259999999999993
decision_type=2 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 -8 10 -10 13 -11 -13 16 -15 -12 -2 18 19 -5 -9
right_child=5 -3 3 17 -6 -7 7 20 9 11 15 12 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00024202607873397385 -1.3653341601763579e-05 0.0013273246363825725 -5.8989234525504479e-05 1.7170675735365544e-05 -0.00052760567348140541 0.00024694321458829788 0.0003485728698597533 8.0120673208262803e-05 -0.00051503774222510764 0.00027631116866297964 0.00061154694407277355 -4.6327518807701835e-05 -0.00045294412434549478 -0.00067980830698886397 -1.5742490639712241e-05 6.766206945388938e-05 0.00018966036492211932 -0.00019182332700674006 -0.00032607538557082543 0.00048360940841485719 -0.00017937866676619464
leaf_weight=66 1597 75 80 169 48 63 82 56 63 64 46 699 67 47 100 56 138 83 48 46 51
leaf_count=66 1597 75 80 169 48 63 82 56 63 64 46 699 67 47 100 56 138 83 48 46 51
internal_value=0 0.000127212 -3.79548e-05 -7.86665e-05 -0.000241116 -1.10043e-05 -1.65716e-05 0.000126568 -2.62595e-05 -8.76958e-05 9.80404e-07 -5.42726e-05 -8.29619e-05 -1.59273e-05 -0.000233632 0.000320969 2.04618e-06 -1.62036e-05 3.61075e-05 0.000120775 -3.59152e-05
internal_weight=0 615 540 474 128 3129 3066 189 2877 893 1984 830 766 1882 147 102 1735 346 263 215 107
internal_count=3744 615 540 474 128 3129 3066 189 2877 893 1984 830 766 1882 147 102 1735 346 263 215 107
is_linear=0
shrinkage=0.0995203


Tree=9820
num_leaves=16
num_cat=0
split_feature=27 18 10 0 26 3 9 26 5 2 10 2 2 5 3
split_gain=0.00209172 0.0149064 0.00181593 0.00099836 0.000620883 0.000677467 0.000559967 0.000384734 0.000321146 0.000813544 0.000315199 0.000324797 0.000283797 0.000229476 0.000124362
threshold=1.0000000180025095e-35 -0.089929999999999996 0.09056500000000002 -0.26289499999999993 0.087825000000000028 0.084685000000000024 0.08486500000000001 0.087435000000000027 -0.41397 -0.035314999999999992 0.086030000000000023 0.094050000000000022 -0.011474999999999999 0.51100000000000012 0.090360000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 -6 -7 10 9 -3 11 -5 14 -8 -10
right_child=1 8 -4 4 5 6 13 -9 12 -11 -12 -13 -14 -15 -16
leaf_value=0.00044015610126208913 -0.0019316587117404885 6.2014822605024374e-05 0.00057269942369156661 -1.6582954784767004e-05 0.00034758558193757205 -0.0002624622389350293 3.7774692135321226e-05 -0.00027539271342923204 -0.00015173747569462251 -0.00037951108089309221 -0.00030359193830484493 -0.00011999943856220944 0.00019191601066626668 -0.00016616756160323779 3.2396293930147697e-05
leaf_weight=47 46 85 53 1291 63 69 1211 80 59 76 48 403 81 56 82
leaf_count=47 46 85 53 1291 63 69 1211 80 59 76 48 403 81 56 82
internal_value=0 -0.000238602 -4.79453e-06 -1.44108e-05 -2.12978e-05 2.81695e-05 1.24945e-05 -5.973e-05 -3.31205e-05 -0.000141323 -4.93559e-05 -4.16688e-05 4.1663e-05 2.81146e-05 -3.88468e-05
internal_weight=0 429 3321 3268 3221 1399 1336 1822 383 161 1742 1694 222 1267 141
internal_count=3750 429 3321 3268 3221 1399 1336 1822 383 161 1742 1694 222 1267 141
is_linear=0
shrinkage=0.0995203


Tree=9821
num_leaves=20
num_cat=0
split_feature=27 27 13 0 2 3 21 0 0 26 21 2 1 1 26 29 3 4 26
split_gain=0.00169216 0.0144497 0.00150439 0.000807967 0.000577302 0.000998357 0.000575861 0.000518827 0.000595791 0.000528525 0.000618913 0.000476379 0.000331276 0.000326339 0.000363709 0.000185915 0.000185934 0.000102068 0.000155263
threshold=1.0000000180025095e-35 0.08043500000000002 1.0000000180025095e-35 -0.26289499999999993 0.094050000000000022 0.08785500000000003 -0.029689999999999998 -0.11524 -0.10287 -0.025024999999999999 0.08500000000000002 0.13398000000000002 0.018150000000000003 -0.0088199999999999997 -0.091484999999999997 -0.08070999999999999 0.10684000000000003 0.10684000000000003 -0.083385000000000001
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 7 -6 -7 9 -9 -5 -11 -8 -10 17 -15 -16 -17 18 -3
right_child=1 13 -4 4 5 6 11 8 12 10 -12 -13 -14 14 15 16 -18 -19 -20
leaf_value=0.00039635167142003012 -0.0018419933023623243 0.00017294586543917571 0.00056044842282861008 -0.00010154834058763634 -0.00053361320739494383 -0.0003777121631887797 0.00015746483184471595 -0.00026835079945126782 -1.9225813247744324e-05 5.6235001009566243e-05 0.00050911108254006519 -0.00010189081103982168 8.4427083640928801e-05 -0.00032685474518245406 0.00014898646483152422 6.6778808008902439e-05 -0.0001635694855260247 0.00022687437634564465 -7.7298437786618823e-05
leaf_weight=47 48 46 46 50 53 51 104 88 2187 70 59 212 354 48 48 50 91 50 48
leaf_count=47 48 46 46 50 53 51 104 88 2187 70 59 212 354 48 48 50 91 50 48
internal_value=0 -0.000214666 -4.34191e-06 -1.25248e-05 -1.87317e-05 -0.00012759 -6.67244e-05 -2.15787e-06 -1.36077e-05 0.000161434 0.00026971 -1.39427e-05 -4.46322e-06 -7.49974e-06 -8.12867e-05 -1.45888e-05 -7.60798e-05 0.000108256 3.64528e-05
internal_weight=0 429 3321 3275 3228 420 367 2808 2629 179 129 316 2541 381 237 189 141 144 94
internal_count=3750 429 3321 3275 3228 420 367 2808 2629 179 129 316 2541 381 237 189 141 144 94
is_linear=0
shrinkage=0.0995203


Tree=9822
num_leaves=16
num_cat=0
split_feature=10 2 1 10 29 17 3 3 2 5 3 17 5 18 1
split_gain=0.0015404 0.00180263 0.0107974 0.000670501 0.000466471 0.000440949 0.000377256 0.0010241 0.000585745 0.000582735 0.000295958 0.000917538 0.000230419 0.000197221 0.000176531
threshold=0.09056500000000002 -0.11700999999999999 0.054560000000000004 0.086165000000000019 -0.10206999999999999 -0.55754499999999996 0.087825000000000028 0.087445000000000023 -0.082484999999999989 0.23074000000000006 0.08844500000000001 -0.014289999999999999 -0.52786999999999995 0.084900000000000017 -0.17548999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 -3 -6 7 9 -9 -7 11 -8 -12 14 -1
right_child=-2 4 -4 -5 5 6 10 8 -10 -11 12 -13 -14 -15 -16
leaf_value=2.1414319831424459e-05 0.00039740547362974033 -0.0002969773586203311 -0.0014399791552420873 -0.00029267175257738034 -0.0003056878872953255 -4.1377403125586556e-05 0.0004055238388343675 -9.8938207205603323e-05 -0.00062070404020612817 0.00031726165107137704 0.00016536730115298637 -0.00011118582006874777 1.2628936761660821e-06 -4.0819846777626387e-05 0.0002655946378462164
leaf_weight=56 83 57 62 50 49 868 72 47 47 47 89 61 2024 51 87
leaf_count=56 83 57 62 50 49 868 72 47 47 47 89 61 2024 51 87
internal_value=0 -3.55523e-05 -0.000266955 2.77537e-05 -1.42408e-05 -9.11532e-06 -4.39929e-06 -5.51498e-05 -0.00036853 -2.20608e-05 1.80355e-05 0.000162382 8.56243e-06 0.000114557 0.000175696
internal_weight=0 3667 306 244 3361 3304 3255 1009 94 915 2246 133 2113 194 143
internal_count=3750 3667 306 244 3361 3304 3255 1009 94 915 2246 133 2113 194 143
is_linear=0
shrinkage=0.0995203


Tree=9823
num_leaves=19
num_cat=0
split_feature=27 18 13 0 2 3 21 20 0 5 26 21 4 2 2 11 6 8
split_gain=0.00128049 0.012142 0.00123716 0.000607693 0.000490378 0.000834622 0.000459927 0.000454508 0.000448176 0.000549688 0.0004718 0.000526662 0.000466174 0.000304507 0.00127943 0.000573961 0.000197028 0.000174748
threshold=1.0000000180025095e-35 -0.089929999999999996 1.0000000180025095e-35 -0.26289499999999993 0.094050000000000022 0.08785500000000003 -0.026109999999999998 -0.058504999999999995 -0.11524 -0.46834999999999999 -0.025024999999999999 0.08500000000000002 0.10739000000000003 -0.037414999999999997 -0.015714999999999996 -0.082869999999999985 -0.069354999999999986 -0.089304999999999995
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 8 -6 -7 -8 10 -10 -5 -12 -11 15 -15 -3 -17 -16
right_child=1 13 -4 4 5 6 7 -9 9 12 11 -13 -14 14 17 16 -18 -19
leaf_value=0.00034505686925520725 -0.0017127798582632961 0.00038359403229176221 0.00051014624388747982 -9.53612159635744e-05 -0.00048659032054931118 -0.0003311212733151809 0.00018582412148078286 -8.5093935244637343e-05 -0.00030820432316550317 -1.0214777802255438e-05 5.6741166957648557e-05 0.00047602421089300946 0.00025759121481483714 -0.00054184962770000955 -5.6471392623045507e-05 -0.00015258654566218188 9.1066068693873559e-05 0.0001501391020794856
leaf_weight=47 46 49 46 50 53 53 83 231 60 2503 70 59 66 47 73 58 74 82
leaf_count=47 46 49 46 50 53 53 83 231 60 2503 70 59 66 47 73 58 74 82
internal_value=0 -0.000185037 -2.05918e-06 -9.50349e-06 -1.49195e-05 -0.000115216 -5.93535e-05 -1.08747e-05 0 -1.02924e-05 0.000152454 0.000254852 -3.01593e-06 0 -8.55344e-05 9.21823e-05 -9.79172e-06 4.75508e-05
internal_weight=0 429 3321 3275 3228 420 367 314 2808 2629 179 129 2569 383 202 181 132 155
internal_count=3750 429 3321 3275 3228 420 367 314 2808 2629 179 129 2569 383 202 181 132 155
is_linear=0
shrinkage=0.0995203


Tree=9824
num_leaves=21
num_cat=0
split_feature=3 18 22 1 8 8 5 8 2 2 5 8 5 5 2 4 18 8 8 4
split_gain=0.00188222 0.0153516 0.000814743 0.000722617 0.000397323 0.000523292 0.000356062 0.000323067 0.000878224 0.00041337 0.00146146 0.000352727 0.000475642 0.00030141 0.0006874 0.00056109 0.000299394 0.000253704 0.000341485 0.000232452
threshold=0.083955000000000016 -0.095364999999999991 0.13292500000000004 -0.090104999999999991 -0.08595499999999999 -0.07034 -0.093384999999999982 -0.097249999999999989 0.12875500000000004 0.10003000000000002 0.23074000000000006 -0.49499500000000002 -0.46244499999999994 -0.46834999999999999 -0.043929999999999997 0.10676500000000003 0.063210000000000016 -0.26194999999999996 -0.41646 0.082225000000000034
decision_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 16 6 -6 -5 11 9 13 -11 -2 -13 14 -9 -15 -3 18 -14 -19
right_child=2 3 -4 4 5 -7 -8 8 -10 10 -12 12 17 15 -16 -17 -18 19 -20 -21
leaf_value=0.0017108868122024863 -0.00010889465023894645 -0.00043059611846051949 -0.00042669233693088212 7.4990845152900204e-05 0.00041925425635949611 0 -0.00026186550695942335 -0.00041068065217975141 -0.00043501441230807316 -9.2772194631245039e-05 0.0005780088791699226 0.00035496456621642779 9.8864409551523751e-05 -2.5643121680860918e-05 4.4314852785630852e-05 0.00018539908158895824 -5.9321567754022835e-05 5.331310469443242e-05 -0.00026644080852434801 0.00032415863272663921
leaf_weight=58 82 53 47 66 52 69 55 62 50 83 51 68 51 2406 64 131 46 133 47 46
leaf_count=58 82 53 47 66 52 69 55 62 50 83 51 68 51 2406 64 131 46 133 47 46
internal_value=0 0.000213764 -1.49096e-05 -3.8478e-05 5.13611e-05 0.000180848 -7.13602e-05 -8.74822e-06 -2.10778e-05 -1.33855e-05 0.000156416 7.15414e-05 0.0001168 -2.22371e-05 -0.000173075 -1.44231e-05 -0.000266354 5.53788e-05 -6.79797e-05 0.000127489
internal_weight=0 399 3321 341 242 121 121 3274 2847 2797 134 427 345 2663 126 2537 99 277 98 179
internal_count=3720 399 3321 341 242 121 121 3274 2847 2797 134 427 345 2663 126 2537 99 277 98 179
is_linear=0
shrinkage=0.0995203


Tree=9825
num_leaves=22
num_cat=0
split_feature=3 18 1 1 4 1 8 8 18 3 8 2 4 4 4 4 8 8 1 8 18
split_gain=0.00152328 0.0124508 0.000590029 0.000423596 0.00272748 0.000436373 0.000378981 0.000713683 0.000522742 0.000968018 0.000494522 0.000410406 0.000373458 0.00080535 0.000610706 0.000377093 0.000321314 0.000424053 0.000298701 0.00028425 0.000238815
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decision_type=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 20 6 -5 -6 8 -8 11 -10 18 -2 14 -14 15 -9 19 -18 -11 -4 -3
right_child=3 2 16 4 5 -7 7 12 9 10 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0015406191608813523 0.00046532473731618936 -0.00038774312529208472 4.6758726384102378e-05 -0.00081271640038094888 0.0003158978758176893 -6.5079352636561002e-05 -0.00036379764116884009 -2.4419037100709899e-05 -0.00030709624933831207 -2.8302842003166722e-05 0.00030557486916178803 7.5126369909094877e-05 0.00045791212919795522 -3.2664543036129035e-05 -0.00038121438694742489 0.00023852237801293168 0.00037753000670610767 0 0.00013785122079635663 -0.00026128967119570719 -5.3417868213935215e-05
leaf_weight=58 51 53 75 47 47 75 60 2112 78 306 75 69 51 87 47 55 52 69 161 46 46
leaf_count=58 51 53 75 47 47 75 60 2112 78 306 75 69 51 87 47 55 52 69 161 46 46
internal_value=0 0.000192306 -3.46249e-05 -1.34013e-05 -0.00016705 7.49806e-05 -4.90342e-06 -2.42563e-05 5.70702e-05 1.88377e-05 6.72537e-05 0.000247783 -1.52464e-05 0.000142704 -2.54613e-05 -1.73676e-05 4.62831e-05 0.000162917 2.72265e-05 -6.35851e-05 -0.000240669
internal_weight=0 399 341 3321 169 122 3152 2412 740 620 542 120 2352 138 2214 2167 242 121 467 121 99
internal_count=3720 399 341 3321 169 122 3152 2412 740 620 542 120 2352 138 2214 2167 242 121 467 121 99
is_linear=0
shrinkage=0.0995203


Tree=9826
num_leaves=19
num_cat=0
split_feature=18 18 17 0 1 22 17 6 21 0 17 17 2 17 2 21 4 0
split_gain=0.00115709 0.0177436 0.000559158 0.000563724 0.000551967 0.00047865 0.000410168 0.000366948 0.000563948 0.0010697 0.000554617 0.000384992 0.000733789 0.000364021 0.000668613 0.00049581 0.000319692 0.000326874
threshold=-0.095799999999999982 -0.099739999999999995 -0.56005499999999986 0.12433000000000002 -0.44477499999999998 0.13118500000000005 -0.53015499999999993 -0.0088699999999999994 0.099685000000000024 -0.083039999999999989 -0.11045499999999998 -0.47196999999999995 -0.073194999999999996 0.51544000000000012 -0.075609999999999997 -0.10962999999999999 0.10054500000000002 -0.046675000000000001
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 5 -5 6 -4 8 9 -1 16 -10 -13 15 -15 -8 17 -9
right_child=2 -3 3 4 -6 -7 13 10 11 -11 -12 12 -14 14 -16 -17 -18 -19
leaf_value=0 -0.00029374470656096119 0.0019486550101679115 -0.00022937093243230748 0.00047720268218206835 0 -0.00032874495484850344 0.00028847727246761589 2.5101645314163053e-05 0.00021033835941108896 -0.00065225057929180327 0.00035000776410488863 -0.0002913346881864272 0.00017310185260920743 -1.2163184371821316e-05 0.0004632671845298337 -1.8249884811841475e-05 0.0001670049049543 -0.00031898748203745868
leaf_weight=52 70 49 83 46 47 48 53 53 56 46 51 82 55 72 46 2709 53 49
leaf_count=52 70 49 83 46 47 48 53 53 56 46 51 82 55 72 46 2709 53 49
internal_value=0 0.000141531 -1.52273e-05 -8.68256e-06 0.000232064 -1.63903e-05 -1.1054e-05 -3.49897e-05 -0.000108003 -0.000302628 6.41762e-05 -4.93594e-06 -9.89067e-05 -4.47793e-06 0.000166237 -1.20677e-05 -2.45903e-05 -0.00013217
internal_weight=0 546 3174 3104 93 3011 2963 497 291 98 206 193 137 2880 118 2762 155 102
internal_count=3720 546 3174 3104 93 3011 2963 497 291 98 206 193 137 2880 118 2762 155 102
is_linear=0
shrinkage=0.0995203


Tree=9827
num_leaves=21
num_cat=0
split_feature=3 3 5 6 2 3 21 17 17 21 4 4 2 6 17 9 9 4 6 8
split_gain=0.00119165 0.0112996 0.000432948 0.000380206 0.000740645 0.0016261 0.000403043 0.000322733 0.000608903 0.000394691 0.00033846 0.00059082 0.00049932 0.000362023 0.000248092 0.000245607 0.000244805 0.000194953 0.000158588 9.8716e-05
threshold=0.083955000000000016 0.083595000000000017 -0.014374999999999999 -0.14723999999999998 1.0000000180025095e-35 0.13345500000000002 0.091230000000000019 0.51544000000000012 0.5567700000000001 -0.091869999999999993 0.10662500000000001 0.10386500000000003 -0.06454 0.12241500000000002 -0.15313499999999999 0.099125000000000033 0.081605000000000025 0.13271500000000006 -0.23827499999999999 -0.085289999999999991
decision_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 16 4 6 -6 15 9 -9 -5 11 13 -12 -11 -4 -2 18 -14 -1 -16
right_child=3 -3 14 7 5 -7 -8 8 -10 10 12 -13 17 -15 19 -17 -18 -19 -20 -21
leaf_value=9.7811114645421834e-05 0.00023267202738103341 0.0016190660164283671 2.5200782538809376e-05 0.00020164851360114891 -0.00066298315164637083 1.8842383885905012e-05 -0.00017097953313184017 0.00043360565141011931 -2.3011404119086533e-05 -1.0352550021401439e-05 0.00039238943286495817 -0.00036186957212520112 9.7048035174394996e-05 -0.00020538356231928126 -0.00011977811662316831 -4.4464082676232424e-05 0.00019263849067012958 -0.00010385353529797925 -0.00013765671199892412 -0.00034869428632747755
leaf_weight=51 76 47 46 86 63 72 76 48 65 2384 46 51 137 99 54 47 91 71 60 50
leaf_count=51 76 47 46 86 63 72 76 48 65 2384 46 51 137 99 54 47 91 71 60 50
internal_value=0 0.000169453 -2.17779e-05 -1.24869e-05 -0.000113211 -0.000293279 4.83199e-06 -9.50045e-07 0.000163705 -7.70881e-06 -1.44604e-05 -2.5693e-05 9.43776e-05 -1.84584e-05 -0.000151623 0.000120119 7.05895e-05 2.45353e-05 -2.20938e-05 -0.000237705
internal_weight=0 399 352 3321 334 135 199 2987 113 2874 2788 2534 254 2483 150 123 202 208 111 104
internal_count=3720 399 352 3321 334 135 199 2987 113 2874 2788 2534 254 2483 150 123 202 208 111 104
is_linear=0
shrinkage=0.0995203


Tree=9828
num_leaves=17
num_cat=0
split_feature=20 8 0 9 6 6 26 26 1 9 5 4 5 26 5 2
split_gain=0.0265033 0.000449647 0.000443485 0.000826746 0.000338479 0.000369463 0.00032621 0.0015916 0.00117208 0.000273169 0.000328593 0.000338128 0.000357547 0.000318425 0.00022363 0.000111435
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 4 -4 5 6 7 -3 -8 10 -2 12 13 -12 -14 -11
right_child=1 2 3 -5 -6 -7 8 -9 -10 15 11 -13 14 -15 -16 -17
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leaf_weight=48 77 2418 67 59 70 69 55 47 412 46 54 87 67 46 79 56
leaf_count=48 77 2418 67 59 70 69 55 47 412 46 54 87 67 46 79 56
internal_value=0 -4.00334e-06 -1.80806e-05 0.000164034 -2.58191e-05 -2.04749e-05 -2.60798e-05 -4.07113e-05 4.93982e-05 8.2298e-05 0.000119231 7.31365e-05 0.000134139 -2.88177e-06 0.000233595 -5.81332e-05
internal_weight=0 3709 3197 126 3071 3001 2932 2465 467 512 410 333 246 100 146 102
internal_count=3757 3709 3197 126 3071 3001 2932 2465 467 512 410 333 246 100 146 102
is_linear=0
shrinkage=0.0995203


Tree=9829
num_leaves=19
num_cat=0
split_feature=20 3 9 17 9 10 3 18 4 17 18 9 3 5 19 4 4 2
split_gain=0.0214905 0.000569973 0.000357631 0.0003494 0.000746006 0.000419163 0.000314925 0.000228584 0.000396402 0.000307122 0.000202663 0.000597292 0.00070244 0.000458873 0.000238183 0.000216638 0.000250936 0.000116144
threshold=-0.41270499999999993 0.085295000000000024 -0.22988499999999998 -0.56005499999999986 0.09055500000000001 0.090005000000000016 0.084795000000000023 -0.092414999999999983 0.087155000000000024 0.057560000000000014 -0.0073899999999999999 0.084485000000000018 0.08400500000000001 -0.0091849999999999987 0.07882500000000002 0.13662500000000002 0.10423500000000002 -0.083769999999999997
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 7 10 8 -5 -9 11 12 13 -2 15 16 -12 -8
right_child=1 2 3 5 -6 -7 17 9 -10 -11 14 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0021155956195447979 -0.0003255621587720542 0.00024989022470630034 -6.7471054464825599e-05 -2.0096980205321582e-05 0.00048629377458226297 -0.00026132060386022576 -0.00011783236976049808 4.4981174400098809e-05 -0.00031759165261366519 -3.3579902554458971e-05 0 -0.00039881679560743998 0.0002518532986030491 1.8633949636891427e-05 -0.00021339091821928846 -0.00015610681222306977 0.00022142414963447195 -0.00037147362126701303
leaf_weight=48 76 63 46 410 46 58 48 1662 51 689 154 60 58 69 46 48 76 49
leaf_count=48 76 63 46 410 46 58 48 1662 51 689 154 60 58 69 46 48 76 49
internal_value=0 -3.58296e-06 1.47377e-05 9.45981e-06 0.000200513 3.05021e-06 -8.58034e-05 8.79421e-06 -5.47843e-05 2.16093e-05 -5.65487e-05 -0.00012152 -3.55283e-05 -0.000156127 -1.28259e-06 3.08698e-05 7.34503e-05 -0.0002544
internal_weight=0 3709 3025 2962 92 2870 684 2812 461 2351 587 263 203 145 324 278 230 97
internal_count=3757 3709 3025 2962 92 2870 684 2812 461 2351 587 263 203 145 324 278 230 97
is_linear=0
shrinkage=0.0995203


Tree=9830
num_leaves=21
num_cat=0
split_feature=20 3 0 9 0 0 30 2 20 9 9 9 0 0 26 3 0 18 0 0
split_gain=0.0174278 0.000463751 0.000297061 0.0005653 0.000461204 0.000678126 0.000436194 0.000432981 0.000408124 0.000398077 0.00117399 0.000465435 0.000284818 0.000574745 0.000400928 0.000696268 0.00053183 0.000243956 0.00045954 8.91968e-05
threshold=-0.41270499999999993 0.085295000000000024 0.12387500000000003 0.095415000000000014 -0.068899999999999989 -0.066264999999999991 0.094680000000000028 0.40115000000000006 -0.073489999999999986 0.096305000000000016 0.11296000000000002 0.094435000000000033 -0.088084999999999983 -0.087084999999999982 0.088115000000000013 0.084795000000000023 -0.085794999999999996 -0.010395 -0.094389999999999988 -0.11239999999999999
decision_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 4 -4 7 -6 8 9 -7 11 -11 -3 17 -14 15 16 -15 -2 19 -19
right_child=1 2 3 -5 5 6 -8 -9 -10 10 -12 -13 13 14 -16 -17 -18 18 -20 -21
leaf_value=0.0019050511399278909 -0.00013233682511518157 1.373536550399984e-05 -9.2352932963940403e-06 0.00039970142021089128 -0.000376938655156089 -0.00021617153514286186 0.00025619043364628392 0.00032329663948135409 -3.9465366696273568e-06 0.00023203250420790266 -0.00018024901349314665 -0.00020463754172556569 -0.00044367572841122135 0.00024634325064137511 0.00018052624040319212 -0.00046273144409570994 -0.00011963361772348219 -0.00012593011787161051 0.00032703465943295662 4.4899816913016655e-05
leaf_weight=48 82 1825 74 56 65 126 46 48 341 250 92 102 51 46 48 51 240 53 51 62
leaf_count=48 82 1825 74 56 65 126 46 48 341 250 92 102 51 46 48 51 240 53 51 62
internal_value=0 -3.31251e-06 1.31902e-05 0.000160625 6.2869e-06 -7.2869e-05 -3.27458e-05 2.63865e-05 -6.29593e-05 1.97446e-05 0.000118733 1.75162e-06 -7.74929e-05 -0.000126013 -8.1807e-05 -0.000121601 -5.79078e-05 4.50814e-06 7.70378e-05 -2.6712e-05
internal_weight=0 3709 3025 130 2895 578 513 2317 467 2269 342 1927 684 436 385 337 286 248 166 115
internal_count=3757 3709 3025 130 2895 578 513 2317 467 2269 342 1927 684 436 385 337 286 248 166 115
is_linear=0
shrinkage=0.0995203


Tree=9831
num_leaves=10
num_cat=0
split_feature=6 6 23 10 0 18 6 1 6
split_gain=0.0169096 0.000797564 0.000311988 0.00033829 0.000352925 0.000431802 0.000394944 0.00032794 0.000211961
threshold=0.23663500000000004 0.14653500000000005 0.086650000000000019 0.089450000000000016 -0.10942499999999999 -0.085709999999999995 0.11884000000000002 0.44303500000000012 0.11345500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -7 -6
right_child=-2 -3 -4 -5 6 7 -8 -9 -10
leaf_value=0.00029725544526772445 0.001783830160901133 -0.00029731642153659886 -0.00021669626980902332 0.00019992999300108997 -1.5402424510597958e-05 5.6151350540582023e-06 0.00021844765971587148 0.00026141009191950061 -0.00018972636985338406
leaf_weight=74 53 91 64 86 2745 445 70 57 72
leaf_count=74 53 91 64 86 2745 445 70 57 72
internal_value=0 -6.30284e-06 8.00295e-07 4.95313e-06 0 7.12383e-05 -1.40799e-05 3.62903e-05 -2.01486e-05
internal_weight=0 3704 3613 3549 3463 576 2887 502 2817
internal_count=3757 3704 3613 3549 3463 576 2887 502 2817
is_linear=0
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Tree=9832
num_leaves=8
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split_feature=20 6 5 24 0 21 5
split_gain=0.00180613 0.000548344 0.000564051 0.000412644 0.000755164 0.000408419 0.000346083
threshold=-0.25378999999999996 0.15086500000000005 0.63455500000000009 0.084270000000000025 -0.23998999999999998 0.13765500000000006 0.51100000000000012
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.00050201115371236501 -0.00036956045574311122 0.00029050044480289852 0.00031915752176589203 0.0002319692056276445 0 0.00022548020085283942 -0.00016361613165517325
leaf_weight=70 56 67 55 73 3208 77 133
leaf_count=70 56 67 55 73 3208 77 133
internal_value=0 8.27947e-06 2.80266e-06 -1.87196e-06 -7.02137e-06 -8.42076e-07 -6.30315e-06
internal_weight=0 3669 3602 3547 3474 3418 3341
internal_count=3739 3669 3602 3547 3474 3418 3341
is_linear=0
shrinkage=0.0995203


Tree=9833
num_leaves=11
num_cat=0
split_feature=20 6 5 4 9 7 11 4 1 4
split_gain=0.0014648 0.000444439 0.000457282 0.000368522 0.00112525 0.00107111 0.000428753 0.000286249 0.000616539 0.000378973
threshold=-0.25378999999999996 0.15086500000000005 0.63455500000000009 0.11706000000000001 0.11351500000000002 0.056180000000000015 -0.076244999999999993 0.11198000000000002 0.41379000000000005 0.10724500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 6 -5 8 9 -2
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=-0.00045205094400479595 -8.0186643328367447e-06 0.00026158976613246271 0.00028739494088913245 -0.00011179878721707518 -0.00035783744123004773 0.00061185355809582702 0.0001673723096538648 -0.0001930389330507979 0.00034602534097775907 -0.00027004668877499279
leaf_weight=70 3009 67 55 74 46 46 183 85 48 56
leaf_count=70 3009 67 55 74 46 46 183 85 48 56
internal_value=0 7.49674e-06 2.54314e-06 -1.643e-06 9.51924e-05 0.000166671 8.38031e-05 -1.24667e-05 -7.27323e-06 -1.30732e-05
internal_weight=0 3669 3602 3547 349 303 257 3198 3113 3065
internal_count=3739 3669 3602 3547 349 303 257 3198 3113 3065
is_linear=0
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Tree=9834
num_leaves=20
num_cat=0
split_feature=6 21 1 4 5 3 26 6 4 17 0 3 17 26 29 0 21 2 5
split_gain=0.000744386 0.000489631 0.000585826 0.000571298 0.000952891 0.00172617 0.000539712 0.000653264 0.000517385 0.000441918 0.000412796 0.000406372 0.000295465 0.000432312 0.000388942 0.000285796 0.000274881 0.000565718 0.000291411
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=-2 3 10 4 5 -7 7 -9 -10 12 -12 -13 13 -15 -16 -17 18 -19 -20
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leaf_weight=52 54 63 49 46 62 47 47 53 47 60 47 67 320 67 58 56 385 59 2100
leaf_count=52 54 63 49 46 62 47 47 53 47 60 47 67 320 67 58 56 385 59 2100
internal_value=0 4.35649e-06 -0.00011631 1.54482e-05 9.8567e-05 0.00036846 -1.82506e-05 0.000143896 -4.41202e-06 4.36905e-05 -0.000320244 1.0363e-06 7.1851e-05 2.73684e-05 0.000210801 -0.000175966 -4.87561e-06 0.000140436 -1.23391e-05
internal_weight=0 3685 304 3381 660 109 208 100 2721 551 96 2674 505 387 118 108 2607 122 2485
internal_count=3739 3685 304 3381 660 109 208 100 2721 551 96 2674 505 387 118 108 2607 122 2485
is_linear=0
shrinkage=0.0995203


Tree=9835
num_leaves=11
num_cat=0
split_feature=20 18 1 3 24 0 21 5 19 1
split_gain=0.00104393 0.000616718 0.000908178 0.00252031 0.000415832 0.000567448 0.000378505 0.000367592 0.000386398 0.000294674
threshold=-0.25378999999999996 0.14083500000000002 -0.049499999999999995 0.10807500000000002 0.084270000000000025 -0.23998999999999998 0.09227500000000001 0.62931500000000018 -0.072414999999999993 -0.50597999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 4 6 -4 5 -2 -3 8 -7 -10
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leaf_value=-0.00038167601289826157 -0.00032263627801667821 0.00013899871282655249 -9.7702626282030909e-05 0.00091910332285909677 0.0002495344266860612 -0.00029469050423241744 -0.00023286663696346364 0.0002146347478556828 -0.00015238473415187179 2.1181571626556756e-06
leaf_weight=70 56 63 47 47 63 46 47 75 127 3098
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internal_value=0 6.26969e-06 0.000174507 0.000401992 -3.39894e-06 -8.32352e-06 -1.24472e-05 -2.8184e-06 -8.0546e-06 -3.71231e-06
internal_weight=0 3669 204 94 3465 3402 110 3346 3271 3225
internal_count=3739 3669 204 94 3465 3402 110 3346 3271 3225
is_linear=0
shrinkage=0.0995203


Tree=9836
num_leaves=20
num_cat=0
split_feature=19 20 3 3 9 5 1 8 11 6 18 5 6 18 3 8 3 5 0
split_gain=0.008706 0.000681939 0.000694132 0.000739843 0.00183851 0.000711578 0.00091146 0.00120478 0.000869754 0.000828889 0.000616061 0.000963768 0.000599422 0.000419331 0.000353758 0.000780974 0.000565344 0.000939249 0.000383907
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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 10 8 9 -8 -3 -7 11 -4 -11 -12 15 -5 17 -16 -18
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leaf_weight=53 47 57 53 50 89 73 63 48 46 539 58 564 127 50 47 47 61 51 1598
leaf_count=53 47 57 53 50 89 73 63 48 46 539 58 564 127 50 47 47 61 51 1598
internal_value=0 -1.45098e-05 -9.09069e-06 1.66965e-05 9.59461e-05 -8.21431e-05 -0.000112649 -0.000380285 0.000161657 -7.13415e-05 4.23127e-05 8.16021e-05 -0.000107093 -0.000174566 -1.76565e-05 -0.000202983 -6.95906e-06 0.0002246 -2.11311e-05
internal_weight=0 3674 3621 2668 814 953 850 111 103 739 725 617 666 108 1854 97 1757 98 1659
internal_count=3721 3674 3621 2668 814 953 850 111 103 739 725 617 666 108 1854 97 1757 98 1659
is_linear=0
shrinkage=0.0995203


Tree=9837
num_leaves=35
num_cat=0
split_feature=17 9 26 2 2 26 18 9 2 26 3 9 26 8 3 26 18 2 2 2 3 0 26 17 9 0 26 27 21 8 3 3 26 3
split_gain=0.00463548 0.00817007 0.000762586 0.000741822 0.00147658 0.001013 0.00504613 0.00125011 0.00085103 0.000647278 0.000618931 0.000788861 0.000589893 0.000544534 0.000757292 0.000860969 0.00285832 0.000612194 0.000458756 0.000526519 0.00111745 0.000456273 0.000452564 0.000401236 0.000373822 0.000807589 0.000555384 0.000371973 0.000368278 0.000314807 0.000202095 9.00636e-05 3.45526e-05 1.16995e-05
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=52 71 49 230 51 49 77 145 47 51 73 109 120 57 227 77 61 46 56 49 56 98 48 48 176 117 206 61 908 51 48 68 46 47 46
leaf_count=52 71 49 230 51 49 77 145 47 51 73 109 120 57 227 77 61 46 56 49 56 98 48 48 176 117 206 61 908 51 48 68 46 47 46
internal_value=0 -0.000637327 -8.24314e-06 4.91364e-05 -6.36737e-05 9.5724e-05 0.000239719 1.86244e-05 2.39029e-05 6.7303e-06 -4.532e-05 3.19065e-05 -8.55056e-05 -4.4814e-05 -6.8483e-05 -0.000158436 -0.000362948 -8.75901e-05 -2.13033e-05 -7.73868e-06 0.00016245 5.82228e-05 -9.8257e-06 -4.24638e-05 5.75035e-05 -1.39155e-05 0.000139589 -3.5178e-05 0.000239239 -6.09033e-07 9.06527e-05 -0.000112711 0 -0.000170375
internal_weight=0 120 3601 1393 402 991 326 249 665 351 302 229 202 2208 1802 614 155 459 1188 1139 154 406 94 403 614 323 291 985 103 303 163 140 95 92
internal_count=3721 120 3601 1393 402 991 326 249 665 351 302 229 202 2208 1802 614 155 459 1188 1139 154 406 94 403 614 323 291 985 103 303 163 140 95 92
is_linear=0
shrinkage=0.0995203


Tree=9838
num_leaves=26
num_cat=0
split_feature=19 26 1 1 6 26 17 17 2 2 2 23 17 17 17 20 2 26 26 26 9 20 26 26 3
split_gain=0.00679468 0.000618838 0.00104524 0.00345051 0.00096937 0.000827726 0.000797774 0.00122532 0.000874732 0.000575391 0.000880543 0.000398551 0.000366212 0.000697407 0.000843462 0.000480339 0.000333576 0.000332913 0.00162551 0.0015318 0.000588409 0.000399421 0.000308007 0.000673871 0.000235679
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decision_type=2 2 2 2 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 22 11 6 7 8 -6 -8 -11 -1 13 14 -13 -14 -7 20 -19 -20 -4 -21 -3 -24 -25
right_child=-2 2 17 -5 5 16 9 -9 -10 10 -12 12 15 -15 -16 -17 -18 18 19 21 -22 -23 23 24 -26
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leaf_weight=84 47 77 55 66 72 46 67 64 49 50 212 1317 68 68 47 59 47 46 46 64 80 776 68 87 59
leaf_count=84 47 77 55 66 72 46 67 64 49 50 212 1317 68 68 47 59 47 46 46 64 80 776 68 87 59
internal_value=0 -1.04788e-05 4.0567e-05 0.00018807 -4.31489e-05 -0.000150649 -9.91318e-05 -0.000264557 -7.05917e-05 -3.62347e-06 -7.26203e-05 -2.93532e-06 -1.48037e-05 -2.96442e-05 -1.35115e-05 0.000146086 -0.000426574 -8.0178e-06 -2.98978e-05 0 0.000136971 -3.05724e-05 3.77705e-05 0.000101351 -1.38109e-05
internal_weight=0 3674 1424 357 2250 607 514 185 121 329 262 1643 1559 1432 1364 127 93 1067 932 886 135 840 291 214 146
internal_count=3721 3674 1424 357 2250 607 514 185 121 329 262 1643 1559 1432 1364 127 93 1067 932 886 135 840 291 214 146
is_linear=0
shrinkage=0.0995203


Tree=9839
num_leaves=20
num_cat=0
split_feature=19 26 1 1 23 26 0 17 1 5 5 26 26 26 9 0 26 26 3
split_gain=0.00550872 0.000500922 0.000848867 0.00279734 0.000586921 0.000412876 0.00130058 0.000334066 0.000355478 0.00102044 0.000659205 0.000268247 0.00131763 0.00124253 0.000479587 0.00028328 0.000250309 0.000546217 0.000191303
threshold=0.14107000000000006 0.088165000000000021 -0.082849999999999993 -0.085014999999999993 -0.022119999999999997 0.087435000000000027 -0.086304999999999993 -0.56655999999999984 -0.50290499999999982 0.2686150000000001 0.51775000000000015 0.089795000000000028 0.09032500000000003 0.090845000000000023 0.088325000000000028 -0.052884999999999995 0.089725000000000013 0.092300000000000021 0.09587500000000003
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 -1 7 -7 -6 9 -9 -10 14 -13 -14 -4 -15 -3 -18 -19
right_child=-2 2 11 -5 5 6 -8 8 10 -11 -12 12 13 15 -16 -17 17 18 -20
leaf_value=0.00021585470538747667 -0.001094155263287858 -0.00011553309825377521 0.00035349893530262809 0.00075491795528927403 -0.00026060973159991116 0.00011086485632745361 -0.00047700259002678239 -8.5438071448546465e-05 -2.8612510323787765e-05 0.00049420967260184218 -0.00035295913729029265 -0.00054633257517292628 0.00050358011716443722 -6.852748499474077e-06 -2.0998562434323721e-05 -0.00019802028862543272 0.00032475630528091978 -0.00011070138254628672 0.00011996860382151782
leaf_weight=85 47 77 54 66 65 65 82 76 1764 48 65 46 46 753 81 87 68 87 59
leaf_count=85 47 77 54 66 65 65 82 76 1764 48 65 46 46 753 81 87 68 87 59
internal_value=0 -9.48029e-06 3.64153e-05 0.000169353 -3.8891e-05 -4.92706e-05 -0.000211492 -3.7048e-05 -2.91883e-05 0.00013234 -4.05869e-05 -7.29621e-06 -2.70098e-05 0 0.000122737 -2.76268e-05 3.37316e-05 9.12643e-05 -1.18784e-05
internal_weight=0 3674 1424 357 2250 2165 147 2018 1953 124 1829 1067 932 886 135 840 291 214 146
internal_count=3721 3674 1424 357 2250 2165 147 2018 1953 124 1829 1067 932 886 135 840 291 214 146
is_linear=0
shrinkage=0.0995203


Tree=9840
num_leaves=23
num_cat=0
split_feature=0 0 19 17 6 1 26 8 6 26 26 21 0 21 17 2 2 4 0 8 2 8
split_gain=0.0020189 0.01255 0.00161337 0.000811554 0.00104217 0.000678818 0.000502033 0.00235275 0.00406439 0.000494376 0.000821166 0.00049382 0.00101468 0.00106973 0.000468234 0.000456693 0.000603615 0.000637601 0.000410739 0.000272036 0.000443267 0.000288529
threshold=-0.097180000000000002 -0.10096999999999999 0.14071500000000006 -0.55157999999999996 0.18123500000000006 -0.49056499999999997 0.10144500000000002 -0.073029999999999984 0.089165000000000022 0.096980000000000025 0.095245000000000024 -0.091649999999999995 -0.229625 0.087785000000000016 0.07134500000000002 0.0040650000000000018 0.13896000000000006 0.13271500000000006 -0.075179999999999983 -0.028454999999999998 -0.083665000000000003 -0.089304999999999995
decision_type=2 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 5 6 -2 9 8 -8 10 -5 -1 13 -13 -9 19 -17 -18 -11 21 -21 -14
right_child=2 -3 -4 4 -6 -7 7 14 -10 18 -12 12 15 -15 -16 16 17 -19 -20 20 -22 -23
leaf_value=-0.00028411179528779556 -7.7057455670208886e-05 0.0012638902982005109 0.00055045657311872083 -2.6913471236973415e-05 -0.00048257814793384828 -0.0005477131310409252 -4.8538628373567916e-05 1.9420696964999301e-05 0.0012056993945124791 -0.0004575144643801003 0.00029388007193863967 0.00053318765158977873 5.4924567308179455e-05 -2.6550927024611725e-05 -0.00029014668608939908 -0.0003675896043618173 0.00018918920850272936 -0.00027072583213989311 -1.9052699471338123e-05 0.00011316978535530354 -0.00025693744615607535 0.0003249002101212272
leaf_weight=47 85 91 49 2023 46 52 55 300 46 47 82 78 210 55 57 70 72 51 46 63 62 52
leaf_count=47 85 91 49 2023 46 52 55 300 46 47 82 78 210 55 57 70 72 51 46 63 62 52
internal_value=0 0.000159226 -1.50139e-05 -2.5062e-05 -1.2762e-05 -0.000261676 -4.31686e-06 9.00913e-05 0.000514594 -2.43612e-05 -1.40281e-05 2.58794e-05 4.74617e-05 0.000295562 -2.7713e-05 -8.01876e-06 -0.000134283 0 -0.000249443 5.28351e-05 -6.38544e-05 0.000111632
internal_weight=0 851 2888 2839 2702 137 2656 458 101 2198 2105 760 713 133 357 580 193 123 93 387 125 262
internal_count=3739 851 2888 2839 2702 137 2656 458 101 2198 2105 760 713 133 357 580 193 123 93 387 125 262
is_linear=0
shrinkage=0.0995203


Tree=9841
num_leaves=20
num_cat=0
split_feature=8 8 19 6 17 3 3 22 1 1 9 3 3 17 17 20 8 3 9
split_gain=0.00171653 0.0179197 0.00119008 0.0010833 0.000771525 0.000666632 0.000947913 0.000755734 0.00067969 0.003099 0.000658927 0.000576494 0.000400771 0.000295379 0.000123927 0.00029046 0.000269762 0.000265687 7.8297e-05
threshold=-0.10337499999999999 -0.11187999999999999 0.14071500000000006 0.15358000000000002 -0.55157999999999996 0.087675000000000017 0.087445000000000023 0.079065000000000024 -0.082849999999999993 -0.087484999999999993 0.09143500000000003 0.087975000000000012 0.10807500000000002 -0.15802999999999998 -0.059294999999999994 -0.052259999999999994 -0.36115499999999995 0.13345500000000002 0.087765000000000024
decision_type=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 10 6 7 -6 9 -7 -2 -10 -5 -1 -15 -16 17 -17 -18
right_child=2 -3 -4 12 5 8 -8 -9 11 -11 -12 -13 -14 14 15 16 18 -19 -20
leaf_value=0.00022606465257017934 -0.00047626146183695091 0.002021836179094621 0.00049381661672633006 -0.00052980259460673246 -5.8721284213256116e-05 3.8307012737292914e-05 -0.0004642085820662772 0.00029472744873286938 0.00034337695997595414 0.00087944548876828796 -1.8964954611770281e-05 6.0737825778433178e-06 -9.9798747188810575e-05 -0.00015655164536386456 0.00016638524793872615 -9.1161576431145041e-07 0.00014973158977499041 -0.0003041910715225954 -2.037200470126998e-05
leaf_weight=46 61 48 47 52 842 277 54 64 52 52 72 1663 46 74 69 61 46 65 48
leaf_count=46 61 48 47 52 842 277 54 64 52 52 72 1663 46 74 69 61 46 65 48
internal_value=0 0.000202639 -3.01017e-06 -1.04814e-05 -4.13341e-08 1.00825e-05 -5.79667e-05 -3.285e-05 4.24435e-05 0.000173741 -0.000234858 1.67784e-05 -0.000336318 -8.8594e-06 -4.08846e-05 -8.43477e-06 -6.69857e-05 -0.000163862 5.41614e-05
internal_weight=0 457 3282 3235 3137 3004 960 906 2044 329 133 1715 98 409 363 289 220 126 94
internal_count=3739 457 3282 3235 3137 3004 960 906 2044 329 133 1715 98 409 363 289 220 126 94
is_linear=0
shrinkage=0.0995203


Tree=9842
num_leaves=26
num_cat=0
split_feature=0 0 19 26 8 6 6 2 3 9 6 8 25 1 1 18 18 8 1 9 3 3 3 6 6
split_gain=0.00161127 0.014849 0.00108107 0.000599318 0.00167147 0.00309727 0.000592295 0.00160091 0.000562148 0.000990397 0.00146686 0.00140493 0.000469716 0.000377797 0.000793679 0.000523143 0.000779808 0.000709249 0.000393831 0.000316665 0.000323366 0.000863556 0.000546784 0.000305529 0.000174125
threshold=-0.097734999999999989 -0.10096999999999999 0.14071500000000006 0.10144500000000002 -0.073029999999999984 0.089985000000000023 0.11816500000000002 -0.073884999999999992 0.092200000000000018 0.11408000000000003 0.095760000000000026 -0.051259999999999993 1.0000000180025095e-35 0.056790000000000014 0.067120000000000027 -0.092584999999999987 -0.090254999999999988 -0.082094999999999987 0.10637500000000003 -0.147755 0.08888500000000002 0.085795000000000024 0.091975000000000015 -0.034094999999999993 0.082725000000000021
decision_type=2 2 2 2 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 6 5 -5 13 -8 -6 10 -10 -11 19 15 -15 17 -17 -2 -16 -1 21 24 -22 -24 -21
right_child=2 -3 -4 4 8 -7 7 -9 9 11 -12 -13 -14 14 18 16 -18 -19 -20 20 22 -23 23 -25 -26
leaf_value=-0.00023427638914580437 0.00010048068522972226 0.0015864529234582974 0.00044789417968512887 -2.1051271064518097e-05 -0.00025699718269227528 0.0010308926598509714 -0.00066608205727024207 3.3259173061023711e-05 0.00044379640307227715 0.00021544137364713829 -0.00013550557094220555 -0.00049968793990775575 0.0003129542392814112 0.00034473164743897947 -0.0002599567206076908 0.00030666897037664347 -3.7135902898558466e-05 -0.00022360763699181974 4.6273191989091213e-05 -0.00016166563249021872 -0.00031149504146747026 0.00046922275633717636 6.265769438567455e-05 -0.00012867209286818027 0.00010028725262470667
leaf_weight=54 82 65 49 64 80 47 54 76 99 46 74 63 50 78 53 68 1493 302 186 49 57 53 340 108 49
leaf_count=54 82 65 49 64 80 47 54 76 99 46 74 63 50 78 53 68 1493 302 186 49 57 53 340 108 49
internal_value=0 0.000142581 -1.48029e-05 -2.30021e-05 7.87443e-05 0.000416992 -4.3464e-05 -0.000250939 -2.2711e-05 4.08502e-05 0.000191271 -0.00019038 1.80148e-05 -3.11782e-05 6.85116e-05 -4.78467e-05 -2.16347e-05 -0.000152269 -1.82104e-05 -1.60261e-06 1.63025e-05 0.000144777 -2.04915e-05 1.47062e-05 -2.23359e-05
internal_weight=0 825 2914 2865 473 111 2392 130 362 282 173 109 760 2262 317 1945 1561 384 239 710 656 151 505 448 98
internal_count=3739 825 2914 2865 473 111 2392 130 362 282 173 109 760 2262 317 1945 1561 384 239 710 656 151 505 448 98
is_linear=0
shrinkage=0.0995203


Tree=9843
num_leaves=23
num_cat=0
split_feature=0 0 19 26 26 26 21 5 0 1 8 8 18 9 0 9 9 9 9 9 5 8
split_gain=0.00135853 0.013478 0.000875834 0.000617656 0.000520832 0.00268953 0.000503894 0.000585297 0.000978328 0.000691485 0.000549081 0.000353802 0.000587623 0.00228704 0.00111186 0.000344315 0.000624044 0.000399674 0.000916789 0.00057004 0.000345097 0.000273623
threshold=-0.09937 -0.1021 0.14061500000000002 0.10439000000000002 0.11023000000000002 0.11444500000000003 -0.091104999999999992 -0.09583499999999999 -0.229625 0.00039500000000000011 -0.055085000000000002 -0.070134999999999989 0.089365000000000014 0.11351500000000002 -0.071484999999999993 0.11640000000000002 0.10312000000000003 0.097200000000000022 0.098465000000000011 0.096225000000000019 -0.067559999999999995 -0.0020399999999999997
decision_type=2 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 15 -6 -1 9 -9 -8 -11 -7 13 -13 -14 16 17 19 -19 -2 -18 -10
right_child=2 -3 -4 -5 5 11 7 8 21 10 -12 12 14 -15 -16 -17 20 18 -20 -21 -22 -23
leaf_value=-0.00026440695386202036 -4.0404923634366237e-05 0.0016826759460095997 0.00039512769452398894 -0.00030177005354703668 0.00077616659935834346 0.00018634932103988639 -0.00033153524263348355 0.00054744782388878657 0.00016614841663303235 -7.0998299511229105e-05 0.00018794553974109651 0.00058854116385934616 -0.00050534874963697237 -0.000300002069798775 4.2657912989804372e-05 -0.00025292180381975839 0 -0.00056397004610129543 -1.0258721965125965e-06 0.00027171215212958667 0.00033198282197860192 -7.1513022296542858e-05
leaf_weight=46 2144 52 51 53 49 68 55 59 131 167 153 52 66 63 77 72 54 47 81 59 70 70
leaf_count=46 2144 52 51 53 49 68 55 59 131 167 153 52 66 63 77 72 54 47 81 59 70 70
internal_value=0 0.000134133 -1.29312e-05 2.33121e-05 -2.03846e-05 8.84219e-05 4.98142e-05 7.38659e-05 0.000188688 -3.56132e-06 5.0251e-05 -1.24397e-05 -6.80067e-05 9.46556e-05 -0.000204544 -3.68551e-05 -3.01849e-05 -4.20444e-05 -0.000214128 -3.16743e-05 0.000186153 7.9308e-05
internal_weight=0 786 2953 734 2902 375 681 635 260 375 320 326 258 115 143 2527 2455 2331 128 2203 124 201
internal_count=3739 786 2953 734 2902 375 681 635 260 375 320 326 258 115 143 2527 2455 2331 128 2203 124 201
is_linear=0
shrinkage=0.0995203


Tree=9844
num_leaves=12
num_cat=0
split_feature=6 28 21 19 21 18 18 26 21 20 20
split_gain=0.0268408 0.00448033 0.00178866 0.000453068 0.000408323 0.000784134 0.0013589 0.000564636 0.000323235 0.000670745 0.000249865
threshold=0.23663500000000004 0.080375000000000016 0.17920500000000003 0.14061500000000002 0.08927000000000003 0.088635000000000019 0.090795000000000028 0.10353500000000003 0.10237500000000002 -0.01137 -0.0093149999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 9 -6 -10
right_child=-2 -3 -4 -5 8 6 -8 -9 10 -11 -12
leaf_value=2.4643089421437676e-06 0.0023068880593740361 0.00074456351575812952 -0.00062491953276055251 0.00030995232087603045 -0.00020617374930629033 0.00051224661015603556 5.5799217516284124e-05 -0.00019952148886933461 4.3568536882137665e-05 7.2151378046579387e-05 -0.00010207874525444534
leaf_weight=1932 51 80 46 46 299 77 442 147 327 115 180
leaf_count=1932 51 80 46 46 299 77 442 147 327 115 180
internal_value=0 7.79618e-06 -8.29986e-06 -1.1384e-07 -4.39963e-06 1.55336e-05 0.000125096 -1.14238e-05 -6.1517e-05 -0.000126884 -6.52591e-06
internal_weight=0 3691 3611 3565 3519 2598 519 2079 921 414 507
internal_count=3742 3691 3611 3565 3519 2598 519 2079 921 414 507
is_linear=0
shrinkage=0.0995203


Tree=9845
num_leaves=18
num_cat=0
split_feature=6 26 6 6 26 0 0 0 0 8 5 26 26 26 26 8 26
split_gain=0.0217627 0.00224307 0.0106444 0.00100811 0.000775922 0.000408901 0.00141793 0.000746299 0.00103626 0.00065246 0.000425971 0.000528221 0.00088322 0.000511791 0.000310143 0.000650776 0.000314921
threshold=0.23663500000000004 -0.15866 -0.017084999999999999 0.15834000000000004 -0.23202999999999999 -0.086025000000000004 -0.085605000000000001 -0.084665000000000004 -0.084084999999999993 -0.085165000000000005 -0.16183 -0.01278 -0.084904999999999994 0.0054200000000000012 -0.025024999999999999 -0.094139999999999988 -0.086635000000000004
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 -1 10 -7 9 -9 -8 14 12 -12 -13 16 -16 -3
right_child=-2 3 -4 -5 -6 6 7 8 -10 -11 11 13 -14 -15 15 -17 -18
leaf_value=-0.00034814977895216754 0.0020773060486545423 4.7806625179505247e-05 0.001550769435287378 -0.00046321815791914287 0.00014866608519345796 0.00050985903116328895 -0.00050642228215461214 0.00042259488862447466 1.1206655461402683e-05 -1.4391761970079736e-05 -0.00011194135673178528 -0.00023992146391970274 0.00043464751713490757 -6.1876948484655713e-05 -5.8898989867499746e-05 0.00022002159071480361 -0.00030646010473103351
leaf_weight=74 51 47 52 48 51 58 50 63 1816 65 67 221 50 658 154 171 46
leaf_count=74 51 47 52 48 51 58 50 63 1816 65 67 221 50 658 154 171 46
internal_value=0 7.06444e-06 0.000352875 -1.01211e-05 -0.0001389 -3.61003e-06 2.45078e-05 9.97972e-06 2.54356e-05 -0.000235437 -4.49936e-05 -8.06466e-05 0.000114647 -0.000107573 3.80009e-05 8.53373e-05 -0.00011862
internal_weight=0 3691 177 3514 125 3466 2052 1994 1879 115 1414 996 117 879 418 325 93
internal_count=3742 3691 177 3514 125 3466 2052 1994 1879 115 1414 996 117 879 418 325 93
is_linear=0
shrinkage=0.0995203


Tree=9846
num_leaves=12
num_cat=0
split_feature=20 28 6 27 0 0 18 9 9 6 9
split_gain=0.0177395 0.00354649 0.00106694 0.000531561 0.000323802 0.000667544 0.0008204 0.00049339 0.000486746 0.000648544 0.000466675
threshold=-0.40431 0.080375000000000016 0.17176000000000005 -0.091944999999999985 -0.074819999999999984 -0.068899999999999989 0.089365000000000014 0.09550500000000002 0.08888500000000002 0.087575000000000028 0.092225000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 6 -6 -7 9 -5 -10
right_child=1 -3 -4 4 5 7 -8 -9 10 -11 -12
leaf_value=0.0018397756843051432 -0.0003343215011316164 0.00066127894835905248 -0.00045184972830611988 -2.0513540911477774e-05 4.795108064032113e-05 7.1394109578243656e-05 0.00042618692638921209 -8.8792924715580245e-05 -0.00016768466667476767 0.00012524087527948527 -1.2891286336804902e-05
leaf_weight=53 47 80 53 1270 161 451 93 329 347 395 463
leaf_count=53 47 80 53 1270 161 451 93 329 347 395 463
internal_value=0 5.74899e-06 -8.5552e-06 -1.71795e-06 2.5037e-06 4.94778e-05 0.000189662 2.77852e-06 -1.67903e-05 1.35732e-05 -8.02147e-05
internal_weight=0 3689 3609 3556 3509 1034 254 780 2475 1665 810
internal_count=3742 3689 3609 3556 3509 1034 254 780 2475 1665 810
is_linear=0
shrinkage=0.0995203


Tree=9847
num_leaves=13
num_cat=0
split_feature=6 2 2 6 26 3 6 9 2 10 4 9
split_gain=0.0159534 0.00196504 0.0130395 0.00087768 0.000747292 0.000460014 0.000369651 0.000801248 0.000416804 0.000306552 0.000475785 0.000428589
threshold=0.23663500000000004 -0.11700999999999999 -0.14091999999999996 0.15834000000000004 -0.23202999999999999 0.30793000000000009 0.087235000000000021 0.083925000000000013 -0.087359999999999993 0.090150000000000022 0.10353000000000002 0.085355000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -3 6 8 -8 -6 10 11 -1
right_child=-2 3 -4 -5 5 -7 7 -9 -10 -11 -12 -13
leaf_value=0.00011551653159075771 0.0017769137645810144 -0.00033876056374960154 0.0017904820491083304 -0.00041014230417451387 -0.00015084393229439135 0.00030698374759794648 0.0003875440590791195 1.6375143629011704e-05 -1.6190438830402452e-05 -0.00019981927117148835 0.00025678183050974863 -0.0001989123437367936
leaf_weight=81 51 68 46 56 262 46 62 919 1925 64 74 88
leaf_count=81 51 68 46 56 262 46 62 919 1925 64 74 88
internal_value=0 4.36628e-06 0.000227842 -1.90215e-05 -1.20984e-05 -4.93238e-06 -9.71988e-06 4.06678e-05 -3.26961e-05 -3.63322e-06 4.46684e-05 -4.33658e-05
internal_weight=0 3691 353 3338 3282 3214 3168 981 2187 307 243 169
internal_count=3742 3691 353 3338 3282 3214 3168 981 2187 307 243 169
is_linear=0
shrinkage=0.0995203


Tree=9848
num_leaves=11
num_cat=0
split_feature=18 6 28 30 5 17 18 9 2 18
split_gain=0.0109061 0.00400432 0.00114771 0.000781538 0.000508442 0.000833249 0.000457428 0.000389341 0.00146751 0.000813824
threshold=0.31690500000000005 0.23663500000000004 0.080375000000000016 0.11955500000000002 0.2686150000000001 -0.53015499999999993 -0.092584999999999987 0.098720000000000016 -0.07360499999999999 -0.087529999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 9 -9 -6
right_child=-2 -3 -4 -5 7 6 -8 8 -10 -11
leaf_value=-0.00039897080651568622 0.0015090728082732352 -0.0009001674898406844 -0.00038397337075943131 0.00038274211442634312 4.4039443392675416e-05 -0.00014091046398338213 -1.0378610226280246e-05 -0.00045305002631140296 0.0002949473591066293 0.00042092209690906785
leaf_weight=60 46 52 84 49 224 297 2758 52 51 79
leaf_count=60 46 52 84 49 224 297 2758 52 51 79
internal_value=0 -3.26331e-05 -2.00632e-05 -1.12713e-05 -1.69871e-05 -3.08347e-05 -2.33366e-05 8.72415e-05 -7.47346e-05 0.000145004
internal_weight=0 3706 3654 3570 3521 3115 3055 406 103 303
internal_count=3752 3706 3654 3570 3521 3115 3055 406 103 303
is_linear=0
shrinkage=0.0995203


Tree=9849
num_leaves=16
num_cat=0
split_feature=20 20 3 3 26 4 4 3 3 26 26 8 9 9 3
split_gain=0.00337873 0.00362297 0.00971171 0.000749572 0.000619049 0.000811976 0.00063622 0.000597618 0.000383294 0.000370384 0.000733666 0.000613973 0.000578191 0.000625042 0.000396147
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 8 -5 6 7 -6 9 12 11 -11 13 -3 -14
right_child=1 3 -4 4 5 -7 -8 -9 -10 10 -12 -13 14 -15 -16
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leaf_weight=57 50 446 60 57 138 56 47 1169 57 119 51 49 1125 222 49
leaf_count=57 50 446 60 57 138 56 47 1169 57 119 51 49 1125 222 49
internal_value=0 -2.17172e-07 0.000562138 -1.77005e-05 3.66428e-05 2.30235e-05 3.89264e-05 2.53205e-05 -5.5727e-05 -4.8216e-05 -0.000171478 -0.000273598 -3.31167e-05 -0.000107126 8.29675e-06
internal_weight=0 3695 110 3585 1467 1410 1354 1307 2118 2061 219 168 1842 668 1174
internal_count=3752 3695 110 3585 1467 1410 1354 1307 2118 2061 219 168 1842 668 1174
is_linear=0
shrinkage=0.0995203


Tree=9850
num_leaves=13
num_cat=0
split_feature=17 6 28 3 2 3 17 17 26 9 17 5
split_gain=0.0071209 0.00289164 0.000933946 0.000845197 0.00081611 0.000466505 0.000444865 0.000493771 0.000443955 0.000694297 0.000686387 0.000427431
threshold=-0.57205499999999987 0.23663500000000004 0.080375000000000016 0.15537500000000004 0.31534000000000012 0.093835000000000016 0.070205000000000017 -0.00265 0.096980000000000025 0.09518500000000002 0.4039100000000001 -0.014374999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 6 7 -2 10 -10 -7 -8
right_child=1 -3 -4 4 -6 8 11 -9 9 -11 -12 -13
leaf_value=0.001123277436983243 -5.7909739278527742e-05 -0.00076497650520525957 -0.00034524297272690434 0.00044726709725977217 -5.6075836155496439e-05 2.6642569459140711e-05 -0.0002042658897874984 6.8096024763722899e-05 -0.00039600952532961196 -8.4112836706087309e-06 0.00026705141658138508 7.1626861330009956e-05
leaf_weight=54 1277 52 84 77 50 881 287 401 54 333 138 64
leaf_count=54 1277 52 84 77 50 881 287 401 54 333 138 64
internal_value=0 -2.77195e-05 -1.69801e-05 -9.00906e-06 0.000242655 -1.8552e-05 -4.92192e-05 -2.73097e-05 2.51217e-05 -6.46101e-05 6.00038e-05 -0.000151628
internal_weight=0 3698 3646 3562 127 3435 2029 1678 1406 387 1019 351
internal_count=3752 3698 3646 3562 127 3435 2029 1678 1406 387 1019 351
is_linear=0
shrinkage=0.0995203


Tree=9851
num_leaves=10
num_cat=0
split_feature=18 6 28 30 5 17 18 8 0
split_gain=0.00812241 0.00233416 0.000749535 0.000558785 0.000345295 0.000888187 0.000384925 0.000384449 0.000406227
threshold=0.31690500000000005 0.23663500000000004 0.080375000000000016 0.12076500000000003 0.2686150000000001 -0.53015499999999993 -0.092584999999999987 -0.073439999999999991 0.048265000000000009
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 7 6 -8 8 -10
leaf_value=-0.00040557129463740781 0.001304105846796518 -0.00068884599513145087 -0.00031088437250983189 0.00033431963908143151 0.00026488380713146707 -0.00012581101875362851 -6.1182701792346915e-06 -5.3723798330340583e-05 0.00018393305161375567
leaf_weight=60 46 52 84 46 82 297 2761 220 104
leaf_count=60 46 52 84 46 82 297 2761 220 104
internal_value=0 -2.63776e-05 -1.6726e-05 -9.57527e-06 -1.42966e-05 -2.57312e-05 -1.80108e-05 7.15032e-05 2.00345e-05
internal_weight=0 3706 3654 3570 3524 3118 3058 406 324
internal_count=3752 3706 3654 3570 3524 3118 3058 406 324
is_linear=0
shrinkage=0.0995203


Tree=9852
num_leaves=16
num_cat=0
split_feature=28 5 17 20 7 17 18 29 0 27 20 9 9 9 3
split_gain=0.0154259 0.00386305 0.0361434 0.00230999 0.00144138 0.00101097 0.00100795 0.000932381 0.000783018 0.00116606 0.000651823 0.00035867 0.000389706 0.00195456 0.000516897
threshold=0.083225000000000021 -0.099349999999999994 -0.008069999999999999 -0.25378999999999996 0.078125000000000014 -0.56005499999999986 -0.060544999999999995 1.0000000180025095e-35 -0.110495 0.10153000000000002 -0.09280999999999999 -0.147755 0.084595000000000017 0.084435000000000024 0.092510000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 7 6 -5 8 10 -10 -4 -7 13 -13 -14
right_child=-2 3 4 5 -6 11 -8 -9 9 -11 -12 12 14 -15 -16
leaf_value=-0.002498382183878605 -0.0015478763055453272 -0.00069310000151974493 -0.00017976959875516739 3.0831704968064749e-05 -0.00052765053464303607 -0.00023723695418697194 -0.0005706229757992344 -0.00041580506970426921 -0.00014430223977412616 0.00037949353720616443 0.00021899440237969816 4.1184042437825983e-05 -4.4385723715485899e-05 0.00064334976484359231 6.1307345270197593e-05
leaf_weight=65 70 47 47 48 58 51 58 52 315 48 231 738 1026 58 827
leaf_count=65 70 47 47 48 58 51 58 52 315 48 231 738 1026 58 827
internal_value=0 -5.58137e-05 -0.000246763 -9.12329e-07 -5.07926e-05 1.039e-05 -0.000290543 -9.70108e-06 2.19663e-05 -7.27848e-05 0.000148633 2.25076e-05 2.78174e-05 8.60889e-05 2.34366e-06
internal_weight=0 3669 816 2853 751 2806 106 693 641 363 278 2700 2649 796 1853
internal_count=3739 3669 816 2853 751 2806 106 693 641 363 278 2700 2649 796 1853
is_linear=0
shrinkage=0.0995203


Tree=9853
num_leaves=17
num_cat=0
split_feature=28 8 8 17 17 6 8 24 17 18 1 8 26 0 0 26
split_gain=0.0125063 0.0034196 0.00621098 0.00213222 0.0209934 0.00144357 0.00107484 0.00104303 0.00091943 0.000910691 0.000714875 0.000566363 0.000496152 0.000384968 0.000469571 0.00037349
threshold=0.083225000000000021 -0.088520000000000001 -0.089304999999999995 -0.0090649999999999984 -0.0042049999999999995 0.23153500000000005 -0.49499500000000002 -0.068099999999999994 -0.56005499999999986 -0.060544999999999995 0.44303500000000012 -0.409445 0.094935000000000033 -0.078809999999999991 -0.087504999999999986 -0.2382
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -5 7 -6 -3 9 -9 15 -8 13 14 -1 -10
right_child=-2 5 -4 4 6 -7 11 8 10 -11 -12 -13 -14 -15 -16 -17
leaf_value=8.9404256773489759e-05 -0.0013938313371234944 -0.00044705629726263018 -0.0012707434338872696 -0.0022600334589133594 -0.00043275099282782633 -0.00052218013707867514 0.00031256221623927356 2.7881417049024858e-05 -0.0001909922795934513 -0.00056424453066126026 0.00031485241543916746 -4.9708171460638289e-05 -0.00021733858098097782 -9.4737062482834822e-05 0.00046803606726449222 2.9118506965971788e-05
leaf_weight=139 70 48 53 48 68 51 49 46 78 52 86 333 53 60 46 2459
leaf_count=139 70 48 53 48 68 51 49 46 78 52 86 333 53 60 46 2459
internal_value=0 -5.03035e-05 -0.000225417 -0.000154788 -0.000281054 2.12658e-06 -6.8143e-05 1.2079e-05 2.04793e-05 -0.000277955 3.19414e-05 -1.0959e-06 5.34734e-05 0.000115399 0.000187976 2.20285e-05
internal_weight=0 3669 849 796 498 2820 450 2769 2721 98 2623 382 298 245 185 2537
internal_count=3739 3669 849 796 498 2820 450 2769 2721 98 2623 382 298 245 185 2537
is_linear=0
shrinkage=0.0995203


Tree=9854
num_leaves=20
num_cat=0
split_feature=28 8 8 9 4 8 7 20 17 4 3 26 0 9 8 0 9 2 26
split_gain=0.0101386 0.00277721 0.00503187 0.00183083 0.0173681 0.00144316 0.00140047 0.000971102 0.000799081 0.000666326 0.000665767 0.000579208 0.000575278 0.000495456 0.000302554 0.000630002 0.000332457 0.000227312 0.000294583
threshold=0.083225000000000021 -0.088520000000000001 -0.089304999999999995 0.081605000000000025 0.077430000000000013 -0.49499500000000002 0.077685000000000018 -0.25378999999999996 -0.56005499999999986 0.09896000000000002 0.18676500000000004 -0.2382 -0.13417999999999999 0.086965000000000028 -0.097249999999999989 -0.086025000000000004 0.089645000000000016 -0.086554999999999993 0.086215000000000028
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 7 -3 9 -9 11 -10 -7 17 16 -16 -15 -5 -19
right_child=-2 6 -4 13 5 12 -8 8 10 -11 -12 -13 -14 14 15 -17 -18 18 -20
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leaf_weight=46 70 55 53 50 80 98 74 46 76 47 46 2476 96 58 54 54 122 79 59
leaf_count=46 70 55 53 50 80 98 74 46 76 47 46 2476 96 58 54 54 122 79 59
internal_value=0 -4.53639e-05 -0.000203175 -0.000139486 -0.000323689 -2.02584e-05 1.85715e-06 1.36591e-05 2.24082e-05 -0.000263252 3.2949e-05 2.58426e-05 0.00012324 -1.39316e-05 -9.74827e-05 -0.000229738 -1.35814e-05 0.000109707 0.000177195
internal_weight=0 3669 849 796 320 274 2820 2746 2691 93 2598 2552 194 476 288 108 180 188 138
internal_count=3739 3669 849 796 320 274 2820 2746 2691 93 2598 2552 194 476 288 108 180 188 138
is_linear=0
shrinkage=0.0995203


Tree=9855
num_leaves=23
num_cat=0
split_feature=8 8 1 20 8 8 4 29 20 2 6 5 8 1 21 17 5 17 17 1 20 17
split_gain=0.00507021 0.0273639 0.0300788 0.00240928 0.0086314 0.00121076 0.00105584 0.00242413 0.000907918 0.000818809 0.00118271 0.000693962 0.000493539 0.000488125 0.000485553 0.000672945 0.000476777 0.000322704 0.000279519 0.000515254 0.000190178 0.000199636
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decision_type=2 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 9 -8 -6 11 -11 12 13 -5 15 -10 -14 -17 19 20 -7 -22
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leaf_weight=91 69 46 47 79 49 47 46 56 51 89 83 62 989 633 47 369 573 82 48 69 52 62
leaf_count=91 69 46 47 79 49 47 46 56 51 89 83 62 989 633 47 369 573 82 48 69 52 62
internal_value=0 -0.000370273 -0.00189597 -1.77584e-05 -0.000186705 1.20338e-05 2.51033e-05 -0.000287835 -6.36533e-05 3.81568e-05 0.000248194 2.23413e-05 3.16243e-05 0.000100297 -2.54399e-05 -5.5441e-05 0 -1.48034e-05 0.0001173 6.72312e-05 0.000167219 0.000236671
internal_weight=0 462 93 3277 667 369 2610 102 598 2508 172 2336 2274 712 549 502 1562 451 278 230 161 114
internal_count=3739 462 93 3277 667 369 2610 102 598 2508 172 2336 2274 712 549 502 1562 451 278 230 161 114
is_linear=0
shrinkage=0.0995203


Tree=9856
num_leaves=18
num_cat=0
split_feature=18 18 20 2 9 6 18 12 18 23 9 9 2 4 2 9 18
split_gain=0.00614712 0.0406839 0.000849258 0.000825867 0.000799535 0.000785346 0.000453997 0.000400656 0.000397948 0.000378466 0.000434405 0.000308066 0.000532386 0.000507153 0.00017241 0.000337977 0.000321917
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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 6 7 9 -4 10 -2 13 -13 -11 16 -16 -6
right_child=5 -3 3 -5 14 -7 -8 -9 -10 11 -12 12 -14 -15 15 -17 -18
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leaf_weight=54 50 68 90 50 50 60 54 46 51 73 47 2678 136 54 65 71 46
leaf_count=54 50 68 90 50 50 60 54 46 51 73 47 2678 136 54 65 71 46
internal_value=0 -0.000347459 -2.10752e-05 2.45532e-05 7.72711e-05 1.39461e-05 2.10114e-05 2.6262e-05 0.000264846 3.09173e-05 0.00022536 2.42258e-05 1.70607e-05 0.00017654 -3.32006e-05 -0.000107591 6.36581e-05
internal_weight=0 545 477 423 373 3198 3138 3084 141 3038 97 2941 2814 127 232 136 96
internal_count=3743 545 477 423 373 3198 3138 3084 141 3038 97 2941 2814 127 232 136 96
is_linear=0
shrinkage=0.0995203


Tree=9857
num_leaves=20
num_cat=0
split_feature=2 18 18 26 27 18 18 17 21 2 17 26 1 1 0 1 1 7 26
split_gain=0.00541363 0.018699 0.0322725 0.000649626 0.000502528 0.00036625 0.000909869 0.000441431 0.00101921 0.000743928 0.000636395 0.000471665 0.000413975 0.000401435 0.000236827 0.000769245 0.000233438 0.000160797 0.000273308
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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 12 8 16 11 -11 -9 -5 -14 17 -16 -7 18 -3
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leaf_weight=63 63 78 48 68 61 50 80 48 57 69 197 93 53 2362 62 64 86 64 77
leaf_count=63 63 78 48 68 61 50 80 48 57 69 197 93 53 2362 62 64 86 64 77
internal_value=0 -0.000356039 -0.00147959 9.68427e-06 1.61103e-05 1.03856e-05 2.69907e-05 -5.91815e-05 -0.000183144 0 9.75611e-05 -0.000185201 1.60019e-05 8.83189e-06 3.07946e-06 -0.000103092 -2.86862e-05 6.79024e-05 7.5384e-06
internal_weight=0 456 111 3287 3224 3163 2563 600 193 407 266 141 2483 2415 345 126 136 219 155
internal_count=3743 456 111 3287 3224 3163 2563 600 193 407 266 141 2483 2415 345 126 136 219 155
is_linear=0
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Tree=9858
num_leaves=15
num_cat=0
split_feature=3 18 20 8 8 8 18 5 10 5 3 9 17 18
split_gain=0.00588364 0.0400274 0.000880246 0.000700761 0.000898023 0.000470652 0.000470235 0.000409267 0.000336937 0.00033803 0.000291653 0.000275804 0.000172658 9.61822e-05
threshold=0.084235000000000018 -0.095799999999999982 -0.23803499999999997 -0.08569499999999998 -0.082419999999999993 -0.089779999999999985 0.31227500000000008 -0.41880499999999998 0.090150000000000022 0.62931500000000018 0.084685000000000024 -0.26414499999999996 -0.0064000000000000003 0.0020050000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 12 8 -6 9 10 -4 -12 -3 -9
right_child=2 3 6 4 7 -7 -8 13 -10 -11 11 -13 -14 -15
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leaf_weight=64 87 72 91 49 56 50 52 49 65 64 47 2874 74 49
leaf_count=64 87 72 91 49 56 50 52 49 65 64 47 2874 74 49
internal_value=0 -0.000363289 1.55259e-05 5.26275e-06 -0.000122185 0.000141439 2.42731e-05 0 2.94224e-05 3.43868e-05 2.92715e-05 2.34887e-05 4.48309e-05 0.000118506
internal_weight=0 463 3280 399 203 196 3193 154 3141 3076 3012 2921 146 98
internal_count=3743 463 3280 399 203 196 3193 154 3141 3076 3012 2921 146 98
is_linear=0
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Tree=9859
num_leaves=18
num_cat=0
split_feature=3 9 20 3 8 25 3 3 4 0 26 9 3 8 2 36 17
split_gain=0.00476637 0.0309045 0.000714119 0.000588543 0.00130287 0.000307137 0.000328313 0.00151379 0.000578506 0.00102253 0.000396626 0.000651669 0.000383664 0.000456586 0.000264041 0.00018201 0.000271791
threshold=0.084235000000000018 0.087885000000000019 -0.23803499999999997 0.083595000000000017 -0.08569499999999998 0.096120000000000025 0.091475000000000015 0.091065000000000021 0.086380000000000026 -0.11170000000000001 0.15222000000000005 0.11408000000000003 0.091865000000000016 -0.075129999999999988 -0.085209999999999994 0.088655000000000025 -0.0064000000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 14 -5 6 7 8 9 -4 12 -12 -8 -14 -1 16 -16
right_child=2 -3 5 4 -6 -7 10 -9 -10 -11 11 -13 13 -15 15 -17 -18
leaf_value=0.00025848171692320664 -0.00026662945605054926 -0.0020928932933179964 0.00038765898715997755 0.00020228452856638085 -0.00050237007372761432 0.00026291575800547101 -0.00029805825655387246 0.00055307587234802637 -0.000312551944455266 2.0633275960670894e-05 0.00037272738122888006 -8.4269662296622644e-05 4.4285754022597717e-05 -6.1631655161253272e-05 0.00010058441673833164 0.00019226117585061306 -0.00019467492464670007
leaf_weight=95 87 81 81 49 53 52 49 58 46 1163 67 53 722 902 74 59 52
leaf_count=95 87 81 81 49 53 52 49 58 46 1163 67 53 722 902 74 59 52
internal_value=0 -0.000326958 1.39808e-05 4.53515e-05 -0.000155834 2.1883e-05 1.7632e-05 5.48342e-05 3.17981e-05 4.51893e-05 -9.88056e-06 0.000164065 -2.28466e-05 -1.40387e-05 0.000121564 4.68301e-05 -1.47716e-05
internal_weight=0 463 3280 382 102 3193 3141 1348 1290 1244 1793 120 1673 1624 280 185 126
internal_count=3743 463 3280 382 102 3193 3141 1348 1290 1244 1793 120 1673 1624 280 185 126
is_linear=0
shrinkage=0.0995203


Tree=9860
num_leaves=24
num_cat=0
split_feature=3 18 8 8 22 6 17 1 0 17 8 3 20 8 3 3 28 18 8 17 8 17 4
split_gain=0.00275937 0.0129 0.00117279 0.00958739 0.000725951 0.000575144 0.000444881 0.000490496 0.000499211 0.000737185 0.000702269 0.000418545 0.000437748 0.000536207 0.00032822 0.000353527 0.000271759 0.00024946 0.000456924 0.000433843 0.000969715 0.000914606 0.000126928
threshold=0.083955000000000016 -0.095364999999999991 -0.084129999999999996 -0.084554999999999991 0.12223500000000002 0.18621500000000005 0.11012500000000003 -0.090104999999999991 -0.086414999999999992 -0.0088649999999999996 -0.083944999999999992 0.12015500000000003 -0.077044999999999988 -0.07106999999999998 0.084685000000000024 0.090835000000000013 1.0000000180025095e-35 -0.085834999999999995 -0.086914999999999992 -0.015100000000000001 -0.090440000000000006 -0.0069749999999999994 0.077235000000000012
decision_type=2 2 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 11 7 22 9 -9 -10 14 -13 -14 -4 -16 17 18 -2 20 -19 -21 -3
right_child=2 6 4 -5 -6 -7 -8 8 10 -11 -12 12 13 -15 15 -17 -18 19 -20 21 -22 -23 -24
leaf_value=0.0017164346100965037 7.0924415248037331e-05 -0.00017376271353769702 0.00022999179674596312 0.0014257738769295884 0.00036049222667282582 -0.00033656820081464874 -0.0001952917598477418 -0.00020872783429312915 0.00067064272702915221 0.00029201052304052148 9.9326869420872201e-05 0.00039119850461744835 -0.00024119894251336082 0.00013290145447563987 -9.1524637969413679e-05 1.5053661260030671e-06 0.00029558662795710865 -2.0425019869688921e-05 -0.00030291951952030012 -0.00028467252480987939 0.00031977835492328494 6.1541242828006942e-05 5.0104768150524017e-05
leaf_weight=56 73 46 48 53 52 54 46 50 46 67 47 46 48 169 630 1084 46 153 55 87 171 564 47
leaf_count=56 73 46 48 53 52 54 46 50 46 67 47 46 48 169 630 1084 46 153 55 87 171 564 47
internal_value=0 0.000313491 3.78324e-05 0.000116471 -6.14001e-06 -1.5704e-05 8.60306e-05 0.000131441 0.0002165 7.1023e-05 0.000390716 -6.74334e-06 0.000109802 4.63786e-05 -2.46038e-05 -3.22112e-05 5.53644e-05 4.46039e-05 -8.33162e-05 6.22371e-05 0.0001566 1.40155e-05 -5.1823e-05
internal_weight=0 405 3333 1202 2131 2079 349 303 210 117 93 2025 263 217 1762 1714 1149 1103 128 975 324 651 93
internal_count=3738 405 3333 1202 2131 2079 349 303 210 117 93 2025 263 217 1762 1714 1149 1103 128 975 324 651 93
is_linear=0
shrinkage=0.0995203


Tree=9861
num_leaves=24
num_cat=0
split_feature=3 18 8 8 21 6 26 26 0 0 17 17 1 2 17 0 0 1 1 26 8 8 4
split_gain=0.00223876 0.0104555 0.00104478 0.00869892 0.000630965 0.000951815 0.000368928 0.000689193 0.00040627 0.00132172 0.000561243 0.000362687 0.000398226 0.000739444 0.0005125 0.000262962 0.000681003 0.000349922 0.000606008 0.000314418 0.000244305 0.000183727 0.000103682
threshold=0.083955000000000016 -0.095364999999999991 -0.084394999999999984 -0.084855 0.13042000000000004 -0.03764 -0.2382 -0.22491999999999998 -0.082794999999999994 -0.081674999999999984 0.26430000000000003 0.11012500000000003 -0.090104999999999991 -0.085804999999999992 -0.0088649999999999996 -0.078954999999999984 -0.081854999999999997 0.0049450000000000015 0.067120000000000027 0.088055000000000022 -0.092299999999999993 -0.39070999999999995 0.077235000000000012
decision_type=2 2 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 15 6 -6 -4 -8 10 -10 -9 12 22 -14 -15 16 17 19 -19 -2 21 -17 -3
right_child=2 11 4 -5 5 -7 7 8 9 -11 -12 -13 13 14 -16 20 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0015456146958423183 5.5753989923902554e-05 -0.00015646981731620854 0.00019590901060093159 0.0013817425131378808 0.00039538754434297827 -0.0001411281175344951 -0.00038769115543730264 -4.9049887229392023e-05 0.00034048808604045228 -1.7738368900037876e-05 -0.00035039856922650434 -0.0001758562831358319 0.00046707854099309147 -0.0001701732633821169 0.00021402145138845415 -8.6058737316618508e-05 0.00044810814621930431 0.00044405374951781329 6.3408948046946733e-05 -9.9287480471948835e-05 -0.00025345104983972167 0.00015829416990975135 4.5118322483295802e-05
leaf_weight=56 478 46 74 51 89 49 52 599 112 1121 70 46 68 55 87 74 46 56 188 176 47 51 47
leaf_count=56 478 46 74 51 89 49 52 599 112 1121 70 46 68 55 87 74 46 56 188 176 47 51 47
internal_value=0 0.000282493 3.41407e-05 0.00011009 -6.40162e-06 0.000198954 -2.07792e-05 -2.94043e-05 -1.91785e-05 1.41373e-05 -8.18048e-05 7.74688e-05 0.000118629 0.000195341 5.94487e-05 5.12435e-05 7.22606e-05 5.20962e-05 0.000154125 1.27786e-05 -5.93462e-05 7.08826e-06 -4.57895e-05
internal_weight=0 405 3333 1167 2166 138 2028 1954 1902 1233 669 349 303 210 142 1116 944 898 244 654 172 125 93
internal_count=3738 405 3333 1167 2166 138 2028 1954 1902 1233 669 349 303 210 142 1116 944 898 244 654 172 125 93
is_linear=0
shrinkage=0.0995203


Tree=9862
num_leaves=26
num_cat=0
split_feature=18 18 5 5 20 2 22 2 5 1 1 1 1 5 0 18 4 4 26 20 20 2 4 18 0
split_gain=0.00177318 0.010144 0.00226796 0.0158096 0.000747468 0.000848726 0.000667545 0.000508976 0.000414548 0.000541897 0.00080525 0.000473032 0.0026754 0.0026262 0.000730589 0.000488847 0.000418464 0.000457127 0.000380155 0.000446113 0.000317804 0.00060586 0.000417827 0.000250341 0.000220694
threshold=-0.085709999999999995 -0.08727 -0.0044999999999999997 -0.0081349999999999981 -0.097019999999999995 -0.095204999999999998 0.13068500000000002 -0.15544499999999997 -0.0070049999999999999 -0.0068249999999999995 -0.01538 -0.083284999999999984 -0.084759999999999988 -0.012464999999999999 -0.087394999999999987 -0.0092699999999999987 0.11670500000000002 0.10333000000000002 -0.231015 0.053565000000000008 -0.010035000000000001 -0.071344999999999992 0.087155000000000024 -0.10303999999999999 -0.085144999999999985
decision_type=2 2 2 2 2 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 -4 7 8 -6 11 10 16 12 14 18 -2 -16 17 -10 -13 -20 21 -7 -22 -1 -25
right_child=6 -3 4 -5 5 20 -8 -9 9 -11 -12 13 -14 -15 15 -17 -18 -19 19 -21 22 -23 -24 24 -26
leaf_value=-0.00025810953355124265 -0.00019696160944611705 0.001555307023233166 -0.00035428506100417721 0.0019069868448918271 1.6257917479552577e-05 -3.2204005860677339e-05 0.0003768769437445408 0.00044592599082453842 -5.5260053878086111e-05 -0.00030567711402835031 0.00034163570605099839 0.00027961601333495017 -0.00071753204921187633 0.00063269937006786483 0.00034051292819048482 0 0.00018596579625984976 -0.00036813563123332663 3.3593318914831916e-05 -0.00014645756725158895 -2.7531545997388819e-05 0.00036350435943501681 -0.00033112713549637499 0.00012130145488617769 -0.00016028228457831172
leaf_weight=57 74 50 54 51 52 143 50 69 478 77 54 57 54 74 86 76 60 53 1488 149 209 51 60 63 49
leaf_count=57 74 50 54 51 52 143 50 69 478 77 54 57 54 74 86 76 60 53 1488 149 209 51 60 63 49
internal_value=0 0.000176293 9.49765e-05 0.000370517 0 3.27184e-05 1.60481e-05 0.000268041 9.2639e-06 -5.52027e-05 -2.40319e-05 3.22782e-05 -8.44619e-05 5.18898e-05 5.69245e-05 0.00017795 -5.88284e-05 -8.80304e-05 2.60347e-05 1.6705e-05 -2.70125e-05 6.76028e-05 -9.82913e-05 -8.83082e-05 0
internal_weight=0 908 858 220 638 584 2830 121 2780 722 645 2058 290 1768 236 162 591 531 1694 1637 463 194 269 169 112
internal_count=3738 908 858 220 638 584 2830 121 2780 722 645 2058 290 1768 236 162 591 531 1694 1637 463 194 269 169 112
is_linear=0
shrinkage=0.0995203


Tree=9863
num_leaves=21
num_cat=0
split_feature=3 3 21 21 18 22 20 6 5 5 0 2 5 5 8 3 18 4 4 1
split_gain=0.00182027 0.00970926 0.000899786 0.00863043 0.00055742 0.000540687 0.000400313 0.000674208 0.000784212 0.000337648 0.000825938 0.00127554 0.000643877 0.000478055 0.000282287 0.000273306 0.000212888 0.000160044 0.000104461 0.000161079
threshold=0.083955000000000016 0.083595000000000017 -0.016949999999999996 -0.029689999999999998 -0.097059999999999994 0.13068500000000002 -0.094259999999999997 -0.03252 -0.016815 -0.49053999999999998 -0.16969499999999998 -0.050194999999999997 -0.46244499999999994 -0.41880499999999998 -0.087635000000000005 0.098000000000000018 0.084405000000000022 0.12205500000000002 0.10333000000000002 -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 6 -1 9 15 -8 -9 10 -4 -12 -11 -14 -15 -2 17 18 19 -6
right_child=2 -3 5 -5 16 -7 7 8 -10 12 11 -13 13 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.0002409509660346528 -0.00026534832423219941 0.0015336200252901511 -0.0001892550104501572 0.0014322959044857416 0.00024564228610875232 0.0003145923037479106 0.0003608398155148392 -0.00024887323336383649 0.00018182227742245263 -0.00036992007216589303 0 0.00069531188868350547 0.00031587501622531522 5.1001986273478328e-05 -2.5992466554524176e-05 5.771634187472754e-06 -5.4004663245744424e-05 3.1263918537719873e-05 0.00035410541644644212 0
leaf_weight=50 74 51 48 47 71 55 62 80 87 48 60 46 46 613 2005 62 54 85 46 48
leaf_count=50 74 51 48 47 71 55 62 80 87 48 60 46 46 613 2005 62 54 85 46 48
internal_value=0 0.000249144 2.52053e-05 0.00016296 6.17798e-05 5.49515e-06 0 7.98286e-05 -1.9597e-05 -1.50955e-07 0.000142901 0.000301034 -8.57595e-06 -1.75794e-06 -7.65166e-06 -0.00013573 0.000114264 0.000153884 0.000212091 0.000150316
internal_weight=0 405 3333 412 354 2921 365 229 167 2866 154 106 2712 2664 2618 136 304 250 165 119
internal_count=3738 405 3333 412 354 2921 365 229 167 2866 154 106 2712 2664 2618 136 304 250 165 119
is_linear=0
shrinkage=0.0995203


Tree=9864
num_leaves=20
num_cat=0
split_feature=28 20 8 8 8 21 21 20 3 3 8 1 0 18 2 18 18 18 1
split_gain=0.00831474 0.000687896 0.000456307 0.000972231 0.000357918 0.000552758 0.000756771 0.000637714 0.000385637 0.000777661 0.000733736 0.00126965 0.000705492 0.000340533 0.000331803 0.000315221 0.000307858 0.000302378 0.00029771
threshold=0.083225000000000021 -0.40431 -0.088429999999999995 -0.089044999999999999 -0.048554999999999994 -0.070074999999999985 -0.0092899999999999996 -0.009049999999999999 0.11275500000000002 0.12274500000000002 -0.07743499999999999 -0.083284999999999984 -0.081094999999999987 -0.015440000000000001 -0.083204999999999987 -0.0086449999999999982 0.087505000000000013 -0.042474999999999999 0.15756500000000004
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 13 8 -6 -7 -8 10 17 12 -12 -4 14 -3 -15 -17 -10 -11
right_child=-2 2 4 -5 5 6 7 -9 9 18 11 -13 -14 15 -16 16 -18 -19 -20
leaf_value=-0.000351344151595554 -0.0011241997750555384 0.0003770267266049775 -7.5153542767326028e-05 0.00046583993245124475 -0.00022705244445503272 0.00043471065761872417 -7.8714010480816917e-05 8.5796091698021128e-05 0.00010435960192113493 -0.00026851936586641583 -0.00056078380820788845 -9.3946728991883553e-05 0.00010893494930181951 -0.00024100263822636283 2.7469643584841362e-05 8.28502984781603e-05 -5.8435758860046571e-05 0.00044674707947897494 5.488837929075828e-05
leaf_weight=56 67 53 772 56 80 47 368 627 75 61 74 294 279 47 66 381 249 47 46
leaf_count=56 67 53 772 56 80 47 368 627 75 61 74 294 279 47 66 381 249 47 46
internal_value=0 -5.20592e-06 0 6.38374e-05 -1.94446e-05 2.34189e-05 4.34346e-05 2.41294e-05 -4.91239e-05 6.89428e-05 -6.87545e-05 -0.000190046 -2.55062e-05 3.45273e-05 0.000190034 5.98386e-06 2.57093e-05 0.000242973 -0.000121834
internal_weight=0 3678 3622 852 2770 1122 1042 995 1648 229 1419 368 1051 796 119 677 630 122 107
internal_count=3745 3678 3622 852 2770 1122 1042 995 1648 229 1419 368 1051 796 119 677 630 122 107
is_linear=0
shrinkage=0.0995203


Tree=9865
num_leaves=14
num_cat=0
split_feature=3 18 3 6 3 8 8 27 19 17 18 38 9
split_gain=0.00319096 0.0163541 0.000629961 0.000505077 0.000511217 0.00042721 0.00088886 0.000536468 0.000417711 0.000433255 0.000359704 0.000156469 0.000199915
threshold=0.07728500000000002 -0.022504999999999997 0.083595000000000017 0.21988000000000005 0.083955000000000016 -0.088144999999999987 -0.089594999999999994 0.092320000000000027 0.14071500000000006 0.057560000000000014 -0.010395 -0.077195 0.09007500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 -4 6 7 -6 9 -7 -2 -3 -13
right_child=2 11 3 -5 5 8 -8 -9 -10 -11 -12 12 -14
leaf_value=-0.0020606286811255944 0.00041583287862473144 -7.8449892133335706e-05 -0.00031486027728644237 -0.00028685444040272266 1.1039771331370869e-06 -8.0061608080760049e-07 0.00037271245923257968 0.00033556180169416945 0.00027590772899440259 -0.00010355427531034809 6.0707518822651839e-05 0 0.00026060802142170849
leaf_weight=46 54 68 51 63 609 1964 85 52 47 518 73 66 49
leaf_count=46 54 68 51 63 609 1964 85 52 47 518 73 66 49
internal_value=0 -0.000382853 3.21904e-07 -7.59954e-06 -2.06385e-06 2.55722e-06 6.89536e-05 2.86538e-05 -1.67046e-05 -2.25754e-05 0.000218152 3.44099e-05 0.000108263
internal_weight=0 229 3516 3389 3326 3275 746 661 2529 2482 127 183 115
internal_count=3745 229 3516 3389 3326 3275 746 661 2529 2482 127 183 115
is_linear=0
shrinkage=0.0995203


Tree=9866
num_leaves=20
num_cat=0
split_feature=28 3 0 3 4 9 8 8 0 3 18 26 9 26 8 9 17 17 17
split_gain=0.00688238 0.000347664 0.000553448 0.000383425 0.000378503 0.000306966 0.000304346 0.000958415 0.00045414 0.000742581 0.000812427 0.000683458 0.00263903 0.00123023 0.000550121 0.000298019 0.0002511 0.000188945 0.000139171
threshold=0.083225000000000021 0.083595000000000017 -0.14574499999999999 0.083955000000000016 0.12205500000000002 0.082335000000000019 -0.088429999999999995 -0.089594999999999994 -0.071799999999999989 0.099655000000000021 0.091085000000000013 0.096980000000000025 0.097365000000000021 0.095245000000000024 -0.071594999999999992 0.087695000000000009 0.12439000000000001 -0.010655 -0.084209999999999993
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 5 18 7 15 11 10 -10 13 -13 -8 -11 16 -5 -17 -4
right_child=-2 3 4 6 -6 -7 8 -9 9 14 -12 12 -14 -15 -16 17 -18 -19 -20
leaf_value=0.00041162333765700859 -0.0010201973368241801 -0.00028352549104608879 0.00011141610951267618 2.7935824149393264e-05 -0.0001259045539580966 0.0002585341272391805 -4.1683057840096367e-05 0.00041103321151455397 0.000383189293784456 -0.00021309821061064573 -5.3252330954682087e-05 -0.00048981085293354836 0.00013632878160693096 0.00044077464195705821 3.6183170044772638e-05 4.3185554883243107e-05 0.0002551214210597523 -0.00014695724136974187 -9.7760053106751905e-05
leaf_weight=47 67 51 67 367 91 87 1540 66 112 110 63 143 122 54 423 71 58 148 58
leaf_count=47 67 51 67 367 91 87 1540 66 112 110 63 143 122 54 423 71 58 148 58
internal_value=0 -2.14485e-06 9.19322e-05 -1.22848e-05 3.96414e-05 0.000114563 -7.81361e-06 4.94809e-05 -2.39795e-05 4.32321e-05 0.000221392 -5.00174e-05 -0.000198461 -2.48252e-05 -1.37274e-05 1.11563e-05 6.08662e-05 -8.15748e-05 7.80936e-06
internal_weight=0 3678 350 3328 303 212 3277 710 2567 708 175 1859 265 1594 533 644 425 219 125
internal_count=3745 3678 350 3328 303 212 3277 710 2567 708 175 1859 265 1594 533 644 425 219 125
is_linear=0
shrinkage=0.0995203


Tree=9867
num_leaves=9
num_cat=0
split_feature=28 20 11 11 6 26 6 9
split_gain=0.00558146 0.000456123 0.000314258 0.000463923 0.000341913 0.000337689 0.00105129 0.000647719
threshold=0.083225000000000021 -0.40431 -0.37931999999999999 -0.11166 0.15086500000000005 0.15222000000000005 0.11816500000000002 0.11351500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 -5 -7
right_child=-2 2 3 4 -6 7 -8 -9
leaf_value=-0.00028382112986026693 -0.00091866700977914903 -0.00021419905821938609 0.00031719571475431838 1.3784691552514803e-06 0.0002338279076067517 0.00042988120524038237 -0.00034509781000813147 -5.3347576754018916e-05
leaf_weight=56 67 65 47 3254 62 51 89 54
leaf_count=56 67 65 47 3254 62 51 89 54
internal_value=0 -1.84278e-06 2.29089e-06 6.47714e-06 2.08329e-06 -1.84639e-06 -7.60082e-06 0.000173567
internal_weight=0 3678 3622 3557 3510 3448 3343 105
internal_count=3745 3678 3622 3557 3510 3448 3343 105
is_linear=0
shrinkage=0.0995203


Tree=9868
num_leaves=10
num_cat=0
split_feature=18 18 29 28 9 9 17 9 6
split_gain=0.01385 0.00702045 0.00181939 0.00161185 0.000640689 0.00915698 0.000792387 0.00051052 0.000431971
threshold=0.31690500000000005 0.23251500000000005 0.12951500000000005 0.083225000000000021 0.085145000000000012 0.085525000000000032 -0.54892999999999992 0.11408000000000003 0.10384500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -7 -8
right_child=-2 -3 -4 -5 5 7 8 -9 -10
leaf_value=-0.00040021441862498876 -0.0016419099466772973 0.0011968718742183851 0.00065855646896561485 0.00054204010508512553 0.0010540983096265406 -6.2891275977591038e-07 2.9409231247104061e-07 0.00015792652963337599 -0.00028131699876282037
leaf_weight=54 48 53 47 61 88 1803 1322 225 56
leaf_count=54 48 53 47 61 88 1803 1322 225 56
internal_value=0 5.91189e-05 4.24012e-05 3.41502e-05 2.51874e-05 6.00946e-05 -2.58216e-05 1.65586e-05 -1.05561e-05
internal_weight=0 3709 3656 3609 3548 2116 1432 2028 1378
internal_count=3757 3709 3656 3609 3548 2116 1432 2028 1378
is_linear=0
shrinkage=0.0995203


Tree=9869
num_leaves=11
num_cat=0
split_feature=18 18 30 28 9 9 21 5 1 8
split_gain=0.0112317 0.00569151 0.00148574 0.00149864 0.000561848 0.0074209 0.000450855 0.000869542 0.000440795 0.000348462
threshold=0.31690500000000005 0.23251500000000005 -1.0000000180025095e-35 0.083225000000000021 0.085145000000000012 0.085525000000000032 -0.084999999999999992 -0.014739999999999998 -0.083284999999999984 -0.49499500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4 -7 -8
right_child=-2 -3 3 -5 5 8 9 -9 -10 -11
leaf_value=0.00059509110303582907 -0.0014785067404996454 0.0010777589711229501 2.7024576017139972e-05 0.0004975722962920155 0.0009491941363899835 -7.2508197388821492e-05 -0.00025235779658538287 -0.00052201102113869058 3.9843527212600445e-05 7.6026979008746774e-07
leaf_weight=47 48 53 59 67 88 439 56 51 1587 1262
leaf_count=47 48 53 59 67 88 439 56 51 1587 1262
internal_value=0 5.32793e-05 3.82038e-05 3.07246e-05 2.16626e-05 5.4366e-05 -2.61779e-05 -0.000220086 1.50947e-05 -9.37326e-06
internal_weight=0 3709 3656 3609 3542 2114 1428 110 2026 1318
internal_count=3757 3709 3656 3609 3542 2114 1428 110 2026 1318
is_linear=0
shrinkage=0.0995203


Tree=9870
num_leaves=14
num_cat=0
split_feature=1 18 29 8 8 8 9 8 7 3 3 17 9
split_gain=0.0105836 0.0069274 0.00149686 0.0004788 0.0060277 0.000530607 0.000732838 0.000599903 0.000463146 0.000417396 0.000386606 0.000640251 0.000431802
threshold=-0.55579999999999996 0.26473000000000008 0.12951500000000005 -0.085385000000000003 -0.085814999999999989 -0.080924999999999983 0.084055000000000032 -0.080445000000000003 0.07988000000000002 0.092115000000000016 0.087325000000000028 0.024055000000000003 0.089255000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 10 6 -5 -7 -9 -8 11 -2 -12
right_child=1 -3 -4 5 -6 7 9 8 -10 -11 12 -13 -14
leaf_value=-0.0013791817635793895 1.0216172438360593e-05 0.0011023952611720054 0.00059725549713783165 -0.00039286749498185371 0.0010848255785129201 0.00035473825681657425 6.3662955128016948e-06 2.3870215536779763e-05 -0.00025003945329920131 -0.00022355522959990591 0.00012501162862171568 -0.0002922960893539885 -4.7247167076762442e-05
leaf_weight=52 371 61 46 69 56 53 357 1766 63 98 484 84 197
leaf_count=52 371 61 46 69 56 53 357 1766 63 98 484 84 197
internal_value=0 5.02031e-05 3.23649e-05 2.49154e-05 7.64979e-05 -2.99857e-07 -8.92052e-05 2.40188e-05 1.39878e-05 -4.13561e-05 2.6071e-05 -4.38331e-05 7.39784e-05
internal_weight=0 3705 3644 3598 1192 2406 524 1882 1829 455 1136 455 681
internal_count=3757 3705 3644 3598 1192 2406 524 1882 1829 455 1136 455 681
is_linear=0
shrinkage=0.0995203


Tree=9871
num_leaves=11
num_cat=0
split_feature=18 18 23 28 6 6 3 2 3 3
split_gain=0.00979085 0.00419312 0.00145633 0.001107 0.000539224 0.0100484 0.00054245 0.000975018 0.000795432 0.000373912
threshold=0.31690500000000005 0.23251500000000005 -0.069894999999999999 0.083225000000000021 0.08866000000000003 0.089165000000000022 0.086895000000000014 0.094050000000000022 0.087235000000000021 0.084685000000000024
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4 -8 -7
right_child=-2 -3 3 -5 5 9 8 -9 -10 -11
leaf_value=0.00058393463686316034 -0.0013844794561840698 0.00092513006147043175 -4.1623027588153907e-05 0.00043285718709260511 0.0014269141948996095 0.00026267367974204498 0.00043371267863968904 -0.00046446000853472201 1.3386582924952141e-05 -1.2084260416568514e-05
leaf_weight=47 48 53 747 65 52 52 46 59 1744 844
leaf_count=47 48 53 747 65 52 52 46 59 1744 844
internal_value=0 4.57076e-05 3.27349e-05 2.53298e-05 1.76244e-05 8.19193e-05 -5.53927e-06 -7.35908e-05 2.46456e-05 2.94788e-06
internal_weight=0 3709 3656 3609 3544 948 2596 806 1790 896
internal_count=3757 3709 3656 3609 3544 948 2596 806 1790 896
is_linear=0
shrinkage=0.0995203


Tree=9872
num_leaves=33
num_cat=0
split_feature=20 20 20 21 3 3 20 18 4 18 3 3 8 0 0 6 20 0 6 6 6 18 21 21 6 2 8 1 4 38 0 4
split_gain=0.00491706 0.0314067 0.00250688 0.00878221 0.000876916 0.0113216 0.000752556 0.000896677 0.00168572 0.00126918 0.000734003 0.000698179 0.000689499 0.000652809 0.000577061 0.000531183 0.00210036 0.00132366 0.00108039 0.000514387 0.000469664 0.000454555 0.000546345 0.000426206 0.000366365 0.000357179 0.000685894 0.00034149 0.000289031 0.000222844 0.000356016 0.000373833
threshold=-0.080869999999999984 -0.081424999999999984 -0.084084999999999993 0.085955000000000018 0.085545000000000024 0.085295000000000024 -0.0065649999999999997 -0.13579499999999997 0.084435000000000024 -0.099739999999999995 0.082595000000000016 0.11360500000000003 -0.076394999999999991 -0.14075499999999999 -0.068604999999999985 -0.011749999999999998 -0.012970000000000001 -0.09937 -0.0072949999999999994 0.087575000000000028 -0.083069999999999991 0.086800000000000016 -0.019084999999999998 0.13677500000000004 0.11989000000000002 -0.086254999999999984 -0.084855 -0.085349999999999995 0.11366000000000002 -0.077195 -0.11239999999999999 0.11541000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 10 13 8 -8 -9 29 14 -5 20 21 16 17 -15 -17 25 -6 22 -1 24 -11 26 -12 -27 -13 -2 -31 -32
right_child=4 -3 3 12 6 -7 7 9 -10 23 19 28 -14 15 -16 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 30 31 -33
leaf_value=-0.00010408673522156374 -9.1455469636586199e-06 -0.0026535583438883244 -0.0014275982237810069 0.0003840770760475633 8.8432699511151148e-05 0.001557705507400384 6.6331351631775657e-05 0.00036926951160891369 -0.00075355957641781669 -5.0858825970631646e-05 -0.00060223129979145268 0.00037975658884517886 -0.0001387285552931813 -0.00034870120208429698 -0.0003111917077901107 -0.00051108468450700194 0.0007212251475793135 9.8260415961994786e-05 0.00010425731924681715 0.00010516576254894784 0.0005455535083779985 -0.00024883720759349742 0.00016798935759576922 -0.00034342327583917039 0.00018042356053642636 0.00013006260058132921 -3.7907601349644656e-05 -0.0001752238323938122 3.2452541806752289e-05 -2.0012005344984472e-05 0.00011689890705201422 0.00048584123289693344
leaf_weight=122 71 51 57 50 52 50 47 75 49 1383 46 61 47 81 69 49 46 343 63 88 47 59 175 48 70 51 46 111 48 50 72 53
leaf_count=122 71 51 57 50 52 50 47 75 49 1383 46 61 47 81 69 49 46 343 63 88 47 59 175 48 70 51 46 111 48 50 72 53
internal_value=0 -0.000270055 -9.21813e-05 -0.000446036 1.64246e-05 0.000120023 -1.13175e-05 -4.75391e-05 -0.000343627 -2.89839e-05 -8.36876e-07 8.33366e-06 0.000122319 7.64122e-05 -4.77005e-05 3.46391e-05 8.22019e-05 1.09431e-05 -0.000157646 -9.6516e-05 0.000313719 1.06994e-06 5.34711e-05 -4.94287e-05 -3.91531e-05 -0.000169613 -0.000328968 -7.40619e-05 0.000234326 0.000128853 0.000189518 0.00027988
internal_weight=0 739 688 154 2991 638 2353 1672 96 1576 588 534 97 681 425 582 470 424 112 342 99 356 297 1501 1453 254 92 162 109 246 175 125
internal_count=3730 739 688 154 2991 638 2353 1672 96 1576 588 534 97 681 425 582 470 424 112 342 99 356 297 1501 1453 254 92 162 109 246 175 125
is_linear=0
shrinkage=0.0995203


Tree=9873
num_leaves=28
num_cat=0
split_feature=8 8 5 3 8 26 26 5 2 2 3 28 0 0 3 3 26 1 3 3 8 0 8 26 3 8 2
split_gain=0.002562 0.0153296 0.0223938 0.034036 0.00991059 0.00060674 0.000752942 0.000444897 0.000789156 0.00104279 0.000699486 0.000413736 0.000381383 0.00122179 0.000814392 0.00206297 0.000302204 0.000216548 0.000697047 0.000711255 0.000670111 0.000349077 0.000624862 0.00055321 0.000270422 0.000252077 0.000204846
threshold=-0.08569499999999998 -0.083390000000000006 -0.018754999999999997 0.088285000000000016 -0.086064999999999989 0.087745000000000031 0.08488500000000003 -0.54165499999999989 0.094050000000000022 0.10166000000000001 0.10892000000000003 1.0000000180025095e-35 -0.100285 -0.093375 0.09940000000000003 0.091405000000000028 -0.236315 -0.010395 0.094970000000000013 0.087570000000000023 -0.086914999999999992 -0.081534999999999982 -0.090969999999999995 0.082850000000000021 0.11125500000000002 -0.26194999999999996 -0.081665000000000001
decision_type=2 2 2 2 2 2 2 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 11 6 -4 -3 12 -10 -11 17 14 -14 15 -9 -15 20 19 26 21 23 -23 -1 -20 -26 -19
right_child=1 7 5 -5 -6 -7 -8 8 9 10 -12 -13 13 16 -16 -17 -18 18 24 -21 -22 22 -24 -25 25 -27 -28
leaf_value=0.00020910910602302705 0 0.00026438739139352809 -0.00018067592123807545 -0.0035221432968930155 0.0014995912805729629 -0.00030146239807077205 0.00035758380053405872 0 -0.00053669448221799079 0.00018667797243892225 -0.00023436111072382875 0.00027739440497987899 -0.00039256950402722881 0.00023291035262599361 -0.00011178160590905425 0.00082264603089476755 0 0.00021256528902058319 -0.00021993712769516663 0.00041291827003263858 -0.00037668680846512139 0 0.00042567374303158206 -9.2295698457635421e-05 -8.7095327373472303e-05 0.00015715866897481639 -3.9159441168636151e-05
leaf_weight=71 50 58 50 59 47 66 51 91 63 67 91 61 79 57 82 46 1608 47 69 87 50 101 49 369 100 71 90
leaf_count=71 50 58 50 59 47 66 51 91 63 67 91 61 79 57 82 46 1608 47 69 87 50 101 49 369 100 71 90
internal_value=0 -9.3454e-05 -0.000793342 -0.00190321 8.24472e-05 -6.40332e-05 8.30134e-05 -6.92955e-06 -1.45097e-05 -0.000192901 -5.0638e-05 2.45721e-05 5.15712e-06 -9.95241e-06 0.000129219 0.000279444 7.71014e-06 9.86123e-06 6.2165e-05 0.000189242 -2.67799e-05 1.48573e-06 0.000133913 -4.17994e-05 -5.30289e-05 9.5328e-06 4.12233e-05
internal_weight=0 2518 276 109 1212 167 101 2242 2184 221 158 1165 1963 1744 219 137 1665 1104 464 224 640 590 150 440 240 171 137
internal_count=3730 2518 276 109 1212 167 101 2242 2184 221 158 1165 1963 1744 219 137 1665 1104 464 224 640 590 150 440 240 171 137
is_linear=0
shrinkage=0.0995203


Tree=9874
num_leaves=28
num_cat=0
split_feature=8 8 1 8 8 22 10 1 0 17 1 18 1 3 1 21 2 8 18 3 1 6 1 5 8 0 0
split_gain=0.00207855 0.0125449 0.0216759 0.0341238 0.00803572 0.000649663 0.000550911 0.000604289 0.00194983 0.00331642 0.00169384 0.00122623 0.000517513 0.000478754 0.000236361 0.000591585 0.000498199 0.000726344 0.000240975 0.00038521 0.000315406 0.000294673 0.000233644 0.000442048 0.000277012 0.000241537 0.000133785
threshold=-0.08569499999999998 -0.083504999999999982 -0.0098449999999999996 -0.084554999999999991 -0.086064999999999989 0.12953000000000006 0.09056500000000002 -0.083284999999999984 -0.082224999999999993 -0.01857 -0.081224999999999992 -0.13579499999999997 -0.079629999999999992 0.086375000000000021 -0.010395 -0.0092899999999999996 -0.081665000000000001 -0.090274999999999994 -0.015440000000000001 0.086130000000000026 -0.076090000000000005 0.092120000000000021 0.0049450000000000015 -0.4345 -0.26194999999999996 -0.11896 -0.095649999999999999
decision_type=2 2 2 2 2 2 2 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 14 6 7 8 9 -3 -9 -10 -12 -2 15 -1 17 -16 19 -17 21 -20 26 25 -25 -24 -18
right_child=1 5 3 -5 -6 -7 -8 10 11 -11 12 -13 -14 -15 16 18 22 -19 20 -21 -22 -23 23 24 -26 -27 -28
leaf_value=-0.00032900674733490264 -0.0002241041944239711 2.9632707286823449e-05 1.2056331010032839e-05 -0.0037262217636671829 0.0013503516695511795 -0.00037795021493409304 0.00032002194632676909 0.0005615378419274096 -0.00040793483793443716 -0.0011157642565843967 -0.00031728807556975276 5.0150824589584141e-05 1.4589972306304996e-05 0.00010925472034172929 5.7089855228182403e-05 0.00032645712993204895 -0.00020550881285136076 0.00054466119346605881 -2.416784631628944e-05 -7.6796853281269682e-06 0.0001459961719276351 -0.00028510123970790842 7.8756565469343228e-05 0 0.00032880761615097033 -0.00018365339679668227 0
leaf_weight=55 81 52 46 50 47 46 52 56 67 46 48 420 1467 87 91 57 62 49 337 74 89 51 63 46 72 71 48
leaf_count=55 81 52 46 50 47 46 52 56 67 46 48 420 1467 87 91 57 62 49 337 74 89 51 63 46 72 71 48
internal_value=0 -8.41716e-05 -0.000733278 -0.00192644 7.42459e-05 -7.78178e-06 0 -7.79015e-06 -9.44171e-05 -0.00049965 2.39464e-05 -1.11903e-05 3.53467e-06 -4.65991e-05 2.20608e-05 -1.59356e-05 7.38741e-05 0.000233587 1.10386e-05 0.000131459 -2.03167e-05 -6.05757e-05 9.84512e-06 6.4725e-05 0.000206682 -5.41724e-05 -0.000108438
internal_weight=0 2518 264 96 1212 2254 2208 2156 585 98 1571 487 1515 168 1165 663 502 140 608 131 477 388 362 252 118 134 110
internal_count=3730 2518 264 96 1212 2254 2208 2156 585 98 1571 487 1515 168 1165 663 502 140 608 131 477 388 362 252 118 134 110
is_linear=0
shrinkage=0.0995203


Tree=9875
num_leaves=21
num_cat=0
split_feature=20 20 21 21 26 8 28 26 26 9 21 5 5 17 21 5 26 8 6 9
split_gain=0.00407837 0.0243199 0.00191999 0.00810199 0.000869445 0.000853093 0.000501467 0.000613171 0.00170115 0.00937989 0.000469931 0.000349794 0.000591288 0.00108394 0.000358046 0.00035447 0.000318562 0.000811292 0.000576118 0.000213771
threshold=-0.080869999999999984 -0.081424999999999984 -0.018669999999999996 -0.035574999999999996 -0.23202999999999999 0.11446000000000002 0.083225000000000021 0.09271500000000002 0.088545000000000026 0.085665000000000033 0.094640000000000016 -0.091229999999999992 -0.025879999999999997 -0.014289999999999999 0.09227500000000001 -0.0047599999999999995 0.12236500000000003 -0.050299999999999997 0.11816500000000002 0.087635000000000032
decision_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 19 -2 6 7 8 10 -10 -6 14 -13 15 -4 -14 18 -18 -9 -1
right_child=4 -3 11 -5 5 -7 -8 16 9 -11 -12 12 13 -15 -16 -17 17 -19 -20 -21
leaf_value=-8.5710148379976875e-05 -0.0003183026112548908 -0.0023360857966560193 0.00037524837072484493 -0.0014850227957253364 2.4319960893064141e-05 0.00041657784100360433 0.00031113028906267881 -6.0699607514335797e-05 0.0015672032797062333 5.5474611898906047e-05 -0.00012086545268566141 -0.00026208067806419625 -0.00021401704011434668 0.00048592191735168002 0 3.6588538803498233e-05 0.00030296447371360076 -0.00011820230580378111 -0.0004207316494547996 0.0001560396230760767
leaf_weight=85 72 51 50 47 1324 56 59 575 46 362 265 81 79 46 58 180 78 105 49 62
leaf_count=85 72 51 50 47 1324 56 59 575 46 362 265 81 79 46 58 180 78 105 49 62
internal_value=0 -0.000238591 -8.19176e-05 -0.000347459 2.23379e-05 3.10206e-05 2.31932e-05 1.68426e-05 4.6651e-05 0.000227921 0 2.07067e-05 -2.1707e-05 3.94459e-05 0.000179876 -3.66903e-05 -5.59068e-05 5.68381e-05 -9.02833e-05 1.06835e-05
internal_weight=0 739 688 194 2991 2919 2863 2804 1997 408 1589 494 386 305 108 259 807 183 624 147
internal_count=3730 739 688 194 2991 2919 2863 2804 1997 408 1589 494 386 305 108 259 807 183 624 147
is_linear=0
shrinkage=0.0995203


Tree=9876
num_leaves=23
num_cat=0
split_feature=3 17 3 8 30 26 17 2 3 20 2 20 26 3 2 1 26 3 9 1 9 4
split_gain=0.00512029 0.0139432 0.00155502 0.00938661 0.00154352 0.000733294 0.000664933 0.000958295 0.000647536 0.000606481 0.00104657 0.000947141 0.00109214 0.000528208 0.00039632 0.000374506 0.00279546 0.000894433 0.00191381 0.000608227 0.000297836 0.000165598
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decision_type=2 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 13 9 7 -7 -8 10 -5 12 -11 -4 -13 16 20 18 -17 -19 -15 -3
right_child=2 21 4 5 -6 6 8 -9 -10 11 -12 14 -14 15 -16 17 -18 19 -20 -21 -22 -23
leaf_value=0.0020169918336693992 -0.0011544153131307696 0.0001668892478063739 0.00036098876643124152 5.3213530178061379e-05 -0.00049323007019635968 -0.00054961419480019022 0.00026220006449610532 -4.9958313107422014e-05 -0.00017723451202984744 4.2701490780741157e-05 -0.00047009663679416686 0.00019211659795685045 0.00066413785310703193 7.8761349417301734e-05 -4.3182705652479443e-05 -9.1965378605894863e-05 -0.00070063026153418574 -0.00032100759214758487 0.00072345739602021656 4.4107257754616949e-05 -0.00018759562075411492 -1.638022325372472e-05
leaf_weight=46 80 91 50 89 55 80 54 80 86 69 63 87 51 340 383 53 57 46 58 1674 46 90
leaf_count=46 80 91 50 89 55 80 54 80 86 69 63 87 51 340 383 53 57 46 58 1674 46 90
internal_value=0 0.000469138 -1.85141e-05 -0.000115232 2.67565e-05 -3.46622e-05 -0.000166226 -0.000304903 -1.89096e-06 1.74274e-05 -0.000158299 6.40869e-05 0.000313634 3.94148e-05 0 3.19841e-05 -4.91795e-05 5.20682e-05 0.000326737 3.38666e-05 4.48985e-05 7.1238e-05
internal_weight=0 227 3501 1122 2379 1042 300 160 140 742 152 590 120 2324 470 2274 443 1831 111 1720 386 181
internal_count=3728 227 3501 1122 2379 1042 300 160 140 742 152 590 120 2324 470 2274 443 1831 111 1720 386 181
is_linear=0
shrinkage=0.0995203


Tree=9877
num_leaves=19
num_cat=0
split_feature=28 6 6 8 2 2 2 26 1 2 26 17 26 29 26 21 10 5
split_gain=0.0175834 0.0012276 0.0153929 0.000895121 0.000591229 0.00165052 0.000627609 0.000660097 0.000517417 0.00436521 0.00284432 0.000620126 0.000554751 0.00034364 0.000341541 0.00027789 0.000494934 0.000383984
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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 13 5 6 7 -4 10 -10 11 -6 -11 14 15 16 -1 -17
right_child=-2 2 4 -5 8 -7 -8 -9 9 12 -12 -13 -14 -15 -16 17 -18 -19
leaf_value=9.9831207946438728e-05 0.0015723930039818737 -0.0017246403875936706 0 -0.00034846657021942319 -8.5610579291546483e-05 -0.00067598810529132046 0.00027656287545499696 -0.00024475687197174595 0.00099195439121134237 -0.00010229939328271701 -0.00076969724833985764 0.00039957428750959348 8.9060248305347317e-05 -0.00022338954616496891 -0.00016249828191102142 0.00011091794541216764 -0.00021901247423764087 -2.9952703344705354e-05
leaf_weight=1064 70 55 317 61 48 46 51 172 47 292 48 52 308 48 75 269 49 656
leaf_count=1064 70 55 317 61 48 46 51 172 47 292 48 52 308 48 75 269 49 656
internal_value=0 -1.98524e-05 -9.16952e-05 2.62087e-05 -2.60684e-05 -0.000102226 -5.18341e-05 -8.77582e-05 2.90383e-05 6.8286e-05 -0.000137006 0.000158499 -2.70373e-06 3.71637e-05 4.347e-05 5.14515e-05 8.50585e-05 1.0129e-05
internal_weight=0 3658 1436 2222 1381 586 540 489 795 647 148 100 600 2161 2113 2038 1113 925
internal_count=3728 3658 1436 2222 1381 586 540 489 795 647 148 100 600 2161 2113 2038 1113 925
is_linear=0
shrinkage=0.0995203


Tree=9878
num_leaves=28
num_cat=0
split_feature=2 18 18 8 2 4 19 2 26 1 20 8 6 19 19 26 6 0 10 4 8 9 18 9 6 18 5
split_gain=0.00354034 0.00743985 0.0148656 0.00133218 0.0150384 0.00127368 0.000550607 0.000660938 0.000906038 0.00143519 0.00062771 0.000563966 0.000547778 0.000505248 0.000529041 0.000600892 0.00043338 0.000422299 0.000365883 0.000766905 0.000307989 0.000201711 0.000184917 0.000163885 0.000200703 0.00018369 0.000136865
threshold=-0.098809999999999995 -0.092864999999999989 -0.13579499999999997 -0.099434999999999996 -0.080604999999999996 0.13980000000000004 0.094675000000000023 -0.082174999999999984 0.09032500000000003 -0.083284999999999984 1.0000000180025095e-35 -0.062834999999999988 -0.13803499999999999 0.11028000000000003 0.12633000000000003 0.088245000000000032 0.098855000000000012 -0.088694999999999982 0.090150000000000022 0.10662500000000001 0.096835000000000018 0.088215000000000016 0.0036600000000000005 -0.042790000000000002 -0.083069999999999991 0.081485000000000016 -0.25464999999999999
decision_type=2 2 2 2 2 2 2 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 7 8 12 -10 16 -12 -5 17 21 -16 -9 -8 19 20 22 -15 -3 26 -25 -26 -6
right_child=3 18 -4 5 23 -7 13 10 9 -11 11 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28
leaf_value=-6.5497144926643101e-05 -0.0018691620121401081 -1.4074910438573857e-05 0.0021458788046007484 0.00027423403079955772 0 -0.00047449962242768028 0.0001041013176786683 7.5612281029747318e-05 -0.00063404169357454373 -2.8975075443191441e-05 9.4618905280961489e-05 -0.00028541470594291963 -5.664529744997988e-05 -0.00025082796936742017 0.00043941885094214705 0 -5.7023489118082671e-05 0.00054058910181383401 -0.00018532734472138942 0.00043593573147599613 -0.00016490106915951366 1.3947861263639261e-05 0.00019506558929660984 -0.00013819718506019905 -6.2282169961697735e-05 0.0001954595145991863 0.00020991461693929751
leaf_weight=65 47 80 55 53 64 56 53 1158 70 94 55 112 664 56 52 75 302 46 63 49 74 47 75 87 49 54 73
leaf_count=65 47 80 55 53 64 56 53 1158 70 94 55 112 664 56 52 75 302 46 63 49 74 47 75 87 49 54 73
internal_value=0 0.000267061 0.000941229 -2.74875e-05 -0.000204286 -4.34843e-06 4.64341e-06 -1.09361e-05 -8.0594e-05 -0.000292227 2.62796e-05 -0.000155352 -3.10452e-05 0.000125896 4.08609e-05 0.00017944 4.7616e-05 0.000315183 2.74171e-05 7.85737e-05 0 -0.00012206 8.18407e-05 3.2505e-05 -2.37904e-05 6.48967e-05 0.000116554
internal_weight=0 461 120 3267 374 2893 2837 2508 881 164 1627 167 717 329 230 127 1460 99 341 278 229 103 155 327 190 103 137
internal_count=3728 461 120 3267 374 2893 2837 2508 881 164 1627 167 717 329 230 127 1460 99 341 278 229 103 155 327 190 103 137
is_linear=0
shrinkage=0.0995203


Tree=9879
num_leaves=17
num_cat=0
split_feature=28 30 6 6 2 0 1 1 17 9 24 0 3 9 26 0
split_gain=0.0141503 0.00106251 0.00101024 0.0133452 0.000468047 0.00085422 0.000650203 0.00055799 0.000980093 0.000619919 0.000266809 0.000523962 0.001034 0.00027859 0.000667469 0.000488527
threshold=0.083225000000000021 0.12577500000000003 0.049085000000000011 0.083720000000000031 -0.081864999999999993 -0.070134999999999989 -0.083284999999999984 -0.068094999999999989 0.41106500000000007 0.08938500000000002 0.084270000000000025 -0.23032 0.10502000000000002 0.091885000000000022 0.084535000000000013 -0.096724999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 5 6 -5 8 -6 -9 11 12 -1 14 -13 -15
right_child=-2 -3 3 4 7 -7 -8 9 -10 -11 -12 13 -14 15 -16 -17
leaf_value=-0.00048018729182701603 0.0014095724449181939 -0.00049454940748000498 -0.001612847442785682 -0.00010779512819879943 5.1509034410028976e-05 -0.00049183653329952135 0.00011764098207571772 -0.00038703125705719012 0.00053435921914120311 1.6176811052929569e-06 0.00022782896706552059 5.7706704684228292e-06 0.00011575019900540231 -0.00020751439859171736 0.00015057372197062514 2.0025762682851569e-05
leaf_weight=58 70 46 54 454 427 46 173 53 47 157 66 856 54 112 511 544
leaf_count=58 70 46 54 454 427 46 173 53 47 157 66 856 54 112 511 544
internal_value=0 -1.88017e-05 -1.25163e-05 -7.84098e-05 -1.67456e-05 -7.60945e-05 -4.42878e-05 4.0452e-05 0.000101114 -9.25718e-05 2.93543e-05 2.28354e-05 -0.000185551 3.4777e-05 6.04985e-05 -1.75747e-05
internal_weight=0 3658 3612 1411 1357 673 627 684 474 210 2201 2135 112 2023 1367 656
internal_count=3728 3658 3612 1411 1357 673 627 684 474 210 2201 2135 112 2023 1367 656
is_linear=0
shrinkage=0.0995203


Tree=9880
num_leaves=17
num_cat=0
split_feature=8 8 24 21 27 23 6 9 3 1 21 19 20 6 8 8
split_gain=0.00164179 0.0150485 0.000977782 0.000599824 0.000484219 0.000564588 0.000483568 0.000525461 0.000475907 0.000500731 0.000599524 0.000443362 0.000363709 0.000218817 0.000267654 0.000194215
threshold=-0.092094999999999996 -0.093384999999999982 1.0000000180025095e-35 0.15544000000000005 -0.0083799999999999986 -0.022119999999999997 -0.47103 0.084795000000000023 0.13345500000000002 0.0049450000000000015 0.087365000000000012 -0.071824999999999986 -0.074014999999999984 0.092120000000000021 -0.097249999999999989 -0.15530999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -6 -1 8 9 10 -8 -7 -13 14 15 -9
right_child=2 -3 -4 -5 5 11 7 13 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.0002656520885243922 -0.0002275833504007222 0.001796522898778312 -0.00039611029756478729 0.00030534107135542942 0.00033181800454883559 0.00025182859026251834 0.0002598296547507155 -6.8561499770357717e-05 -5.3479448056109962e-05 0.00047032133637992695 -0.00016472276118845795 5.1159989173352633e-05 -2.8747959034492928e-05 -0.00023567451758455831 -0.00019117001865540632 0.00014409882906980549
leaf_weight=49 90 52 61 65 52 68 103 63 75 63 46 791 1950 46 54 111
leaf_count=49 90 52 61 65 52 68 103 63 75 63 46 791 1950 46 54 111
internal_value=0 0.000171091 -1.42115e-06 6.2902e-06 -1.94237e-08 6.85305e-06 3.11876e-05 5.8574e-05 0.000153261 0.000230262 0.000123266 5.45884e-07 -5.3894e-06 -3.76177e-05 0 6.23964e-05
internal_weight=0 662 3077 3016 2951 2861 610 561 287 212 149 2809 2741 274 228 174
internal_count=3739 662 3077 3016 2951 2861 610 561 287 212 149 2809 2741 274 228 174
is_linear=0
shrinkage=0.0995203


Tree=9881
num_leaves=20
num_cat=0
split_feature=8 8 7 18 18 9 9 29 26 9 3 8 26 4 4 26 3 8 8
split_gain=0.00132449 0.0122081 0.00153041 0.000471674 0.00053181 0.000582208 0.000903961 0.00194725 0.000483192 0.000657974 0.00080111 0.00224552 0.000462012 0.000278535 0.000680082 0.000258359 0.000251095 0.000172122 0.000204216
threshold=-0.092094999999999996 -0.093384999999999982 -0.074334999999999998 0.11061000000000003 0.10435500000000002 0.11741500000000002 0.11351500000000002 0.097185000000000021 0.11861500000000001 0.09833500000000002 0.094525000000000012 -0.070649999999999991 -1.0000000180025095e-35 0.13491500000000003 0.11785500000000003 0.10439000000000002 0.14940500000000004 -0.097249999999999989 -0.14546000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -2 4 5 6 7 -4 9 10 -5 -12 -7 14 15 17 -15 18 -1
right_child=2 -3 3 8 -6 12 -8 -9 -10 -11 11 -13 -14 16 -16 -17 -18 -19 -20
leaf_value=1.83963675832624e-05 -0.00055899746480336408 0.0016177326719707856 -1.2359128799135682e-05 -7.8194601178341338e-05 -0.00033079663518322552 0 -0.00040810140359173427 0.00063431062529971545 0.00033159326281652601 -0.00026194301510224405 -0.0001138893250259467 0.00081349136977304861 0.00044579187174426034 -0.00028167306639642728 0.0004017955569874575 -0.00014548905974239246 8.0071992805154696e-06 -6.3196162908913962e-05 0.00019636564476154038
leaf_weight=170 48 52 2459 87 49 46 55 47 82 52 52 49 51 49 52 76 62 86 115
leaf_count=170 48 52 2459 87 49 46 55 47 82 52 52 49 51 49 52 76 62 86 115
internal_value=0 0.000153695 -1.22678e-06 7.34186e-06 -5.91473e-06 0 -8.99026e-06 0 0.00012133 4.60792e-05 0.000135631 0.000327923 0.000239401 2.75496e-05 6.03422e-05 1.87892e-05 -0.000112495 5.46484e-05 9.30809e-05
internal_weight=0 662 3077 3029 2707 2658 2561 2506 322 240 188 101 97 610 499 447 111 371 285
internal_count=3739 662 3077 3029 2707 2658 2561 2506 322 240 188 101 97 610 499 447 111 371 285
is_linear=0
shrinkage=0.0995203


Tree=9882
num_leaves=19
num_cat=0
split_feature=8 8 7 21 27 9 6 26 3 6 6 9 3 4 21 6 8 9
split_gain=0.00107682 0.00989681 0.00124067 0.000443234 0.000459853 0.000480855 0.00122081 0.000707525 0.000508848 0.00048973 0.000355864 0.00038304 0.000407798 0.000418853 0.00027721 0.000175864 0.000224089 0.000220112
threshold=-0.092094999999999996 -0.093384999999999982 -0.074334999999999998 0.15544000000000005 -0.0083799999999999986 0.11408000000000003 -0.06656999999999999 0.26711000000000013 0.11769000000000002 0.11345500000000001 -0.46637499999999998 0.084795000000000023 0.13345500000000002 0.11474000000000002 0.087235000000000021 0.092120000000000021 -0.098504999999999995 0.088770000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 4 -4 7 -7 9 -8 -6 -1 12 13 14 -12 16 17 -13
right_child=2 -3 3 -5 5 6 8 -9 -10 -11 11 15 -14 -15 -16 -17 -18 -19
leaf_value=-0.00021880869766677775 -0.00050336594687716248 0.0014567356232255075 -0.00021931807224050243 0.00026365903612723441 1.5761718929005328e-05 0.00044794208476269323 -0.00030611022589918587 -0.00038966119798668713 0.00013340922389079503 -0.00015461332146920876 0.00020846770993049297 0.00024582374520247633 -6.5222056005162279e-05 0.00047358985555839161 -5.9828013136446267e-05 -0.00020992564049606834 -0.0001413230121005162 -2.0859207854784734e-06
leaf_weight=53 48 52 91 65 2462 83 47 46 56 179 115 49 72 46 51 46 72 106
leaf_count=53 48 52 91 65 2462 83 47 46 56 179 115 49 72 46 51 46 72 106
internal_value=0 0.000138522 -1.1419e-06 6.5465e-06 6.3187e-07 7.88355e-06 0.000162704 -2.5288e-06 -5.92004e-05 3.90418e-06 2.48078e-05 4.94583e-05 0.000130962 0.000201451 0.000121108 -3.23304e-05 5.17681e-08 7.10041e-05
internal_weight=0 662 3077 3029 2964 2873 186 2687 103 2641 610 557 284 212 166 273 227 155
internal_count=3739 662 3077 3029 2964 2873 186 2687 103 2641 610 557 284 212 166 273 227 155
is_linear=0
shrinkage=0.0995203


Tree=9883
num_leaves=27
num_cat=0
split_feature=5 5 17 2 5 9 29 20 21 18 0 17 21 0 19 3 17 17 21 26 5 26 20 20 2 26
split_gain=0.00102119 0.0115732 0.00103516 0.00086851 0.000708735 0.000478824 0.00208904 0.00047324 0.00075074 0.000471042 0.000601633 0.000935783 0.000602101 0.000509466 0.000447269 0.000528898 0.000494729 0.000410354 0.000390775 0.000355578 0.000721093 0.000491783 0.000345281 0.000827123 0.000277798 0.000163724
threshold=-0.095609999999999987 -0.10123 -0.008069999999999999 -0.077354999999999993 0.049800000000000011 0.11351500000000002 0.093650000000000025 0.0013750000000000004 0.13765500000000006 -0.10303999999999999 -0.1021 -0.031185000000000001 0.087410000000000029 -0.097424999999999998 -0.071824999999999986 0.087170000000000011 0.50644500000000015 -0.14679499999999998 -0.055524999999999998 0.11880500000000002 -0.068984999999999991 0.090625000000000025 -0.0070099999999999997 -0.078444999999999987 -0.084804999999999992 0.081750000000000031
decision_type=2 2 2 2 2 2 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 22 9 6 18 8 14 -2 11 12 -11 -12 -6 17 -17 -16 -5 21 -21 -15 23 24 -4 -24
right_child=4 -3 3 5 7 -7 -8 -9 -10 10 13 -13 -14 19 15 16 -18 -19 -20 20 -22 -23 25 -25 -26 -27
leaf_value=0.000415269288499438 -0.00027309783667166335 0.0015549677175873914 -8.2675395446081605e-05 0.0001056507319936272 0.00033487790316726794 -0.00033940383730733686 0.00058317497720638514 -0.00016360613711399912 0.00043649451315281169 0.00020087556862073534 -0.00037376127959702133 0.00043033376041747852 -0.00021924246422906521 -1.8985916219678985e-05 3.9928636208551906e-05 -2.9851339586160752e-05 0.00025265203949230848 0.00043171766756893793 -0.00016942542514226819 -0.00011116092212267612 0.00037175814169817286 -0.00014911096997109586 -0.0001133467387562191 0.0005800296095740216 0.00021925491218547266 0.00011529326470887294
leaf_weight=62 85 52 53 57 55 66 46 81 57 63 48 68 72 1053 61 556 69 55 321 60 59 406 60 47 63 64
leaf_count=62 85 52 53 57 55 66 46 81 57 63 48 68 72 1053 61 556 69 55 321 60 59 406 60 47 63 64
internal_value=0 0.000114001 2.37162e-05 -6.47382e-06 -7.8679e-06 -8.79988e-05 -4.69343e-05 6.28474e-05 8.53109e-05 -4.28035e-05 -3.16533e-05 0.000128731 -1.71235e-05 -5.21802e-05 5.91349e-05 3.75633e-05 2.72484e-08 0.000232748 -0.00012578 -4.18794e-05 0.00012139 -5.57573e-05 0.000129863 0.000225108 7.42469e-05 0
internal_weight=0 891 839 777 2848 490 424 934 853 1914 1829 203 135 1626 796 741 625 116 378 1578 119 1459 287 163 116 124
internal_count=3739 891 839 777 2848 490 424 934 853 1914 1829 203 135 1626 796 741 625 116 378 1578 119 1459 287 163 116 124
is_linear=0
shrinkage=0.0995203


Tree=9884
num_leaves=19
num_cat=0
split_feature=2 2 9 0 9 9 9 9 26 9 26 2 25 26 11 4 1 26
split_gain=0.00108056 0.0137284 0.000908523 0.00166517 0.000758503 0.000606428 0.000633886 0.000495122 0.00127627 0.00055178 0.000489235 0.000421315 0.000341979 0.000290215 0.000878877 0.000574192 0.000392137 9.09244e-05
threshold=-0.082404999999999992 -0.082704999999999987 0.098180000000000031 -0.061654999999999995 0.09550500000000002 0.083995000000000028 0.083715000000000026 0.084595000000000017 0.084535000000000013 0.093425000000000022 0.086895000000000014 -0.082174999999999984 0.085465000000000027 -0.23202999999999999 -0.37506 0.14154500000000006 0.55657000000000012 -0.10954
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 17 5 6 10 8 -7 -9 -1 -2 13 -13 -15 16 -16 -4
right_child=11 -3 3 -5 -6 7 -8 9 -10 -11 -12 12 -14 14 15 -17 -18 -19
leaf_value=-0.00010690007994257682 -0.00027824855493440836 0.0016450185354445713 6.4901219966803962e-05 0.00060152575788103202 -0.00037188711935561794 -0.00014528236421935709 -0.00036904851231981637 -1.7599381990994297e-06 0.00046626631887067179 0.00033647971059755957 0.00025993489860946854 -0.00024551508732495838 0.00021905895031982379 0.00040541599343758735 -2.1707107064865224e-05 -0.00030344774904927447 0.00026528427152053166 -0.00012282992021923051
leaf_weight=160 62 54 50 73 53 53 72 685 86 51 46 56 60 48 1977 71 48 48
leaf_count=160 62 54 50 73 53 53 72 685 86 51 46 56 60 48 1977 71 48 48
internal_value=0 8.8189e-05 2.65423e-05 0.00024129 -3.22827e-06 1.30079e-05 -0.000114095 5.4326e-05 0.000227197 2.05656e-05 -2.10115e-05 -2.15861e-05 -1.41827e-05 -2.09159e-05 -1.46677e-05 -2.46785e-05 -1.45001e-05 -1.86954e-05
internal_weight=0 1431 1377 171 1206 1153 278 875 139 736 206 2322 2260 2200 2144 2096 2025 98
internal_count=3753 1431 1377 171 1206 1153 278 875 139 736 206 2322 2260 2200 2144 2096 2025 98
is_linear=0
shrinkage=0.0995203


Tree=9885
num_leaves=21
num_cat=0
split_feature=3 3 17 1 26 26 17 3 2 2 26 17 25 17 26 20 3 4 4 0
split_gain=0.00107181 0.0109855 0.00107936 0.00144674 0.00052739 0.0015821 0.000493963 0.000396063 0.000378618 0.000490567 0.000467033 0.000371884 0.00032768 0.00032349 0.00063216 0.000275574 0.000218264 0.000316756 0.000220939 0.000172429
threshold=0.084955000000000017 0.084735000000000019 -0.55754499999999996 -0.50158499999999984 0.08734500000000002 0.088115000000000013 0.62225500000000011 0.086895000000000014 -0.079284999999999994 -0.081344999999999987 0.084685000000000024 0.056905000000000011 0.081855000000000025 -0.53015499999999993 0.09032500000000003 -0.084224999999999994 0.083595000000000017 0.12205500000000002 0.10423500000000002 -0.086474999999999996
decision_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 11 -6 7 8 9 10 -4 16 13 14 -9 -15 17 18 -1 -18
right_child=2 -3 6 -5 5 -7 -8 12 -10 -11 -12 -13 -14 15 -16 -17 19 -19 -20 -21
leaf_value=-2.4969521266670776e-05 -3.2879565591082542e-05 0.0014802427416965129 -0.00035056433150989146 0.00071825066276945263 0.00064735119189999644 -6.8162774373319552e-05 0.00028360502502795083 -0.00037475548593291256 -0.00037770682323289912 0.0002010452015857126 -3.9575782234840554e-05 0.00016339085345200852 0.00021843973510528842 -8.3218923164772316e-05 3.6171600087113433e-05 8.5997633578313105e-06 -0.00032183073147042741 -0.00020753274882611428 0.00021581266670536595 -5.6103711646975156e-05
leaf_weight=138 51 55 72 47 47 83 53 70 51 50 165 70 61 383 72 2047 59 73 50 56
leaf_count=138 51 55 72 47 47 83 53 70 51 50 165 70 61 383 72 2047 59 73 50 56
internal_value=0 0.000136366 -5.64498e-06 0.000319003 6.62261e-06 0.000184226 -1.64367e-05 -2.20647e-05 -0.000123669 -7.56738e-05 -0.000137507 -4.33097e-05 -8.71082e-06 -1.44164e-05 -0.000160633 -5.53519e-06 -8.39685e-05 -2.99044e-05 3.47139e-05 -0.000199552
internal_weight=0 631 3122 98 576 130 3024 2971 338 287 237 446 2633 2572 142 2430 376 261 188 115
internal_count=3753 631 3122 98 576 130 3024 2971 338 287 237 446 2633 2572 142 2430 376 261 188 115
is_linear=0
shrinkage=0.0995203


Tree=9886
num_leaves=27
num_cat=0
split_feature=8 8 10 17 5 3 4 21 8 17 17 17 8 17 17 3 8 20 17 5 18 18 8 4 3 18
split_gain=0.000971289 0.00736203 0.00100846 0.000505737 0.000346405 0.000747549 0.000947018 0.00167843 0.000679436 0.000788822 0.000343686 0.000340917 0.000511207 0.00187957 0.00045563 0.000453551 0.000423565 0.000363788 0.000144718 0.000620138 0.000166929 0.000201818 0.000163166 0.000309925 0.000131816 0.00013123
threshold=-0.092094999999999996 -0.093384999999999982 0.089800000000000033 0.62225500000000011 0.26473000000000008 0.11426500000000002 0.084900000000000017 0.10384500000000002 -0.071344999999999992 -0.45712999999999998 -0.54604999999999992 -0.016659999999999998 -0.082184999999999994 -0.072334999999999997 0.0031350000000000006 0.10871500000000002 -0.080659999999999996 -0.084224999999999994 -0.0014149999999999998 -0.082635 -0.019539999999999998 0.087065000000000017 -0.49499500000000002 0.11995000000000003 0.10636500000000003 0.091330000000000008
decision_type=2 2 2 2 2 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 3 4 11 6 7 -6 -7 -10 -8 12 13 -2 16 -14 -13 -16 19 -1 -21 -22 -20 24 25 -24
right_child=2 -3 -4 -5 5 8 10 -9 9 -11 -12 14 15 -15 17 -17 -18 -19 22 20 21 -23 23 -25 -26 -27
leaf_value=0.00037346392974948908 -4.4854362861562064e-06 0.0012870855829413726 0.00037730202466277637 0.00030365377125665151 -0.00086445107056950339 -0.0002604225548209154 -0.00015699244427853822 -0.00010854192895540508 0.00048645091450184836 -3.2092602505124978e-05 0.00020194022818854665 -0.0001881863578610481 1.4554007907073476e-05 0.00048128445032628121 -0.00016684985258617381 -0.00021979147496270195 -2.6452308585332204e-05 3.6193767101815097e-05 -0.00014966181961007254 0.00012552736983978277 -0.00022251740120348622 3.28505246470917e-05 8.2781760385429622e-05 0.00020156562918200387 -0.00014083322129984437 -0.00011055708281023047
leaf_weight=58 288 50 66 48 49 46 62 79 50 63 46 299 602 107 99 94 376 715 67 67 51 66 106 73 76 50
leaf_count=58 288 50 66 48 49 46 62 79 50 63 46 299 602 107 99 94 376 715 67 67 51 66 106 73 76 50
internal_value=0 0.000125444 -7.04516e-06 -1.57073e-05 -2.11352e-05 -0.000108084 -0.000221169 -0.000404309 5.46165e-05 0.000190107 0 -7.50592e-06 3.43613e-05 0.00012503 -3.8732e-05 -1.59199e-05 -9.93073e-05 1.04936e-05 2.95141e-05 8.97092e-05 0 -7.14669e-05 -7.44454e-06 2.11126e-05 -3.21393e-05 1.55666e-05
internal_weight=0 664 3089 3023 2975 395 236 128 159 113 108 2580 1091 395 1489 696 675 814 614 242 184 117 372 305 232 156
internal_count=3753 664 3089 3023 2975 395 236 128 159 113 108 2580 1091 395 1489 696 675 814 614 242 184 117 372 305 232 156
is_linear=0
shrinkage=0.0995203


Tree=9887
num_leaves=24
num_cat=0
split_feature=5 5 10 17 17 20 20 3 17 2 2 18 9 3 6 3 9 0 29 4 2 6 9
split_gain=0.000871337 0.0119202 0.00102896 0.000951138 0.000458608 0.000350134 0.000371205 0.00051118 0.000423676 0.000341041 0.00114092 0.00101899 0.000616581 0.00071444 0.000491555 0.000388329 0.000336895 0.000355069 0.000863207 0.000374936 0.000327307 0.000253392 0.000484078
threshold=-0.095609999999999987 -0.099349999999999994 0.089800000000000033 -0.008069999999999999 0.50822500000000015 0.0057800000000000013 0.10252000000000001 0.093615000000000018 -0.082354999999999998 -0.082704999999999987 -0.081864999999999993 -0.019539999999999998 0.083995000000000028 0.084795000000000023 -0.099455000000000002 0.083595000000000017 -0.073629999999999987 -0.057604999999999996 -0.042949999999999995 0.12829500000000002 -0.072419999999999998 -0.42102499999999998 -0.096659999999999982
decision_type=2 2 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 5 9 7 -7 -8 12 11 -11 15 -14 -12 -2 21 18 -18 -20 -6 -5 -23
right_child=2 -3 -4 16 20 6 8 -9 -10 10 14 -13 13 -15 -16 -17 17 -19 19 -21 -22 22 -24
leaf_value=0.00037492152694575148 3.8054709268921066e-05 0.0016429947611165639 0.00041322865999228594 0 0.00026654165111896541 0.00046681171867822481 0.0001539183224834303 0 -0.00025785568654899331 -0.00065621306007403754 -0.00036001768863764969 -0.00010038611127150187 0.00027070463823686194 2.2683497111764805e-06 -2.9674864934270613e-05 -0.0002421438294943539 0.00044362700417070776 -0.00017784186001554978 3.7327103989775087e-05 -0.0002608829294460145 -2.1358001012667846e-05 -3.0471778189809206e-05 -0.0004733398263754741
leaf_weight=67 67 47 55 79 91 48 52 46 46 60 47 81 115 717 1214 145 50 77 436 46 60 60 47
leaf_count=67 67 47 55 79 91 48 52 46 46 60 47 81 115 717 1214 145 50 77 436 46 60 60 47
internal_value=0 9.94442e-05 -1.23305e-05 1.43334e-05 -2.10162e-05 -3.09279e-05 9.7219e-05 0.000239613 -3.10101e-05 -4.13216e-05 -7.33995e-05 -0.000342714 9.72107e-07 4.03559e-05 -4.26366e-05 -0.000149729 -1.50261e-05 1.96107e-05 4.97281e-05 7.16881e-06 0.000146723 -0.000132835 -0.000232653
internal_weight=0 909 2844 862 2789 2638 192 94 98 2446 1402 141 1044 832 1261 212 795 609 532 482 151 186 107
internal_count=3753 909 2844 862 2789 2638 192 94 98 2446 1402 141 1044 832 1261 212 795 609 532 482 151 186 107
is_linear=0
shrinkage=0.0995203


Tree=9888
num_leaves=22
num_cat=0
split_feature=21 21 20 19 21 21 17 20 20 21 20 0 4 4 0 1 17 18 21 18 8
split_gain=0.00212383 0.030728 0.000452004 0.000444747 0.000423598 0.000407586 0.000392468 0.00040019 0.000578406 0.000356313 0.000349671 0.000328398 0.00114544 0.000971267 0.000580793 0.000392233 0.000308988 0.000297813 0.000188966 0.000627305 0.000547264
threshold=0.091485000000000025 0.09266000000000002 -0.39977999999999997 0.083475000000000021 0.093835000000000016 0.095970000000000014 0.0041300000000000009 -0.08323499999999999 -0.077579999999999996 0.090095000000000022 -0.14741499999999999 -0.142265 0.10533000000000002 0.090805000000000011 -0.11896 0.55657000000000012 0.12576000000000004 0.11906500000000002 -0.084759999999999988 -0.0079049999999999988 -0.086844999999999992
decision_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 9 -3 -6 7 10 -9 11 -7 12 13 -4 -13 -16 -8 -18 -5 -20 -21
right_child=1 4 3 18 5 6 16 8 -10 -11 -12 14 -14 -15 15 -17 17 -19 19 20 -22
leaf_value=-0.00030414558884302851 -0.0025783032962074779 0.00025103919915471729 -0.00012424381753523223 0.00029185529827106506 -0.00031798609293229606 -7.9763783590684501e-05 0.00026701000415590168 -0.00037394717007135648 -6.8945909780298079e-05 0.00021847921680075594 0.00026610256033965461 0.00030159800818654241 -0.00040968183445782061 0.0004016250939154045 -2.1902859240404669e-05 0.00025141720050292929 -0.00016703217781230311 0.00012335422708522381 -0.00012044462010338364 -3.8795889243569022e-05 0.00037631683405432926
leaf_weight=49 50 46 118 55 56 56 61 77 370 64 55 59 91 49 2069 53 61 82 90 46 81
leaf_count=49 50 46 118 55 56 56 61 77 370 64 55 59 91 49 2069 53 61 82 90 46 81
internal_value=0 -0.000179338 -4.48036e-06 5.16033e-07 -3.95611e-05 -5.69037e-05 -3.66422e-05 -8.05622e-05 -0.000123317 -1.23212e-05 8.42365e-05 -1.87131e-05 -0.000125047 2.51512e-05 -5.75898e-06 -1.46905e-05 7.94789e-05 0 0.000121656 7.47456e-05 0.000219515
internal_weight=0 914 2824 2775 864 818 762 558 447 2503 111 2439 258 167 2181 2122 204 143 272 217 127
internal_count=3738 914 2824 2775 864 818 762 558 447 2503 111 2439 258 167 2181 2122 204 143 272 217 127
is_linear=0
shrinkage=0.0995203


Tree=9889
num_leaves=21
num_cat=0
split_feature=21 21 26 9 10 9 3 9 9 9 6 1 20 1 20 20 3 19 6 8
split_gain=0.00173484 0.0228352 0.000573519 0.00118664 0.000592978 0.00100206 0.00137775 0.00103638 0.000339704 0.000765773 0.000729652 0.000915839 0.00055169 0.000791519 0.000586919 0.000649717 0.000466764 0.000281886 0.000826012 0.000561066
threshold=0.091545000000000029 0.092775000000000024 -0.23202999999999999 0.13087500000000005 0.09056500000000002 0.11408000000000003 0.16637500000000002 0.097035000000000024 0.09667000000000002 0.089435000000000028 -0.104035 0.05340000000000001 -0.079225000000000004 -0.0064949999999999999 0.0074100000000000017 -0.058504999999999995 0.10684000000000003 0.0069650000000000016 -0.067359999999999989 -0.014854999999999998
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 5 6 7 -4 9 12 -11 -12 13 -3 15 -14 -16 18 -10 -19
right_child=1 8 3 -5 -6 -7 -8 -9 17 10 11 -13 14 -15 16 -17 -18 19 -20 -21
leaf_value=-0.00030104622863595388 -0.0021876510372368062 -9.9036710001371449e-05 2.5246504930081095e-06 0.00044041842191168407 0.00033544785823876071 -0.00043026265986231013 0.00052348252493924986 -0.00024551446997108734 0.00035562751353337431 4.5283665742782462e-05 -0.00016650325177111389 -0.00072450634651130747 1.8429953353427001e-06 0.00040592770123358969 0.00031260585055976567 -0.00039239130077823453 -7.2035965892730866e-05 -0.00032703356190735827 -8.0972600196410811e-05 0.00015329696088987112
leaf_weight=63 52 53 2374 60 49 56 48 179 84 56 88 48 72 67 51 86 75 47 83 47
leaf_count=63 52 53 2374 60 49 56 48 179 84 56 88 48 72 67 51 86 75 47 83 47
internal_value=0 -0.000162384 -4.02535e-06 2.44381e-06 -6.96486e-06 -1.35877e-05 -4.30186e-06 -1.45456e-05 -3.85425e-05 -8.05659e-05 -0.000244233 -0.000369465 -7.57206e-07 0.00017608 -7.83596e-05 -0.000207559 7.71554e-05 5.42825e-05 0.000133733 -7.81596e-05
internal_weight=0 909 2829 2766 2706 2657 2601 2553 857 596 192 136 404 120 284 158 126 261 167 94
internal_count=3738 909 2829 2766 2706 2657 2601 2553 857 596 192 136 404 120 284 158 126 261 167 94
is_linear=0
shrinkage=0.0995203


Tree=9890
num_leaves=36
num_cat=0
split_feature=0 0 21 6 5 17 17 0 5 5 20 26 10 0 17 0 0 5 5 21 5 8 21 20 2 2 0 17 5 0 2 26 9 6 5
split_gain=0.00164944 0.00451124 0.0255349 0.000951867 0.000697485 0.00132185 0.000557308 0.000485173 0.000938038 0.00163128 0.000785128 0.00131767 0.000589014 0.00048219 0.000853403 0.00050497 0.000447554 0.000408018 0.000753825 0.000504332 0.000902851 0.00105135 0.000711815 0.000629917 0.000628181 0.000898956 0.000402566 0.00105451 0.000697706 0.00042089 0.000466089 0.000341669 0.000415372 0.000299192 0.000276516
threshold=-0.085754999999999984 -0.088694999999999982 0.090000000000000011 -0.012574999999999999 -0.015214999999999999 -0.0014149999999999998 -0.012064999999999999 -0.08269 -0.017704999999999995 -0.047864999999999998 -0.083495 0.087745000000000031 0.09056500000000002 -0.081094999999999987 0.006145000000000002 -0.081674999999999984 -0.082224999999999993 -0.0018599999999999999 0.066275000000000014 0.094640000000000016 -0.082635 -0.086064999999999989 0.088010000000000019 -0.06916499999999999 0.13896000000000006 0.11392500000000001 -0.079564999999999983 -0.14488499999999999 -0.010264999999999998 -0.078809999999999991 -0.080744999999999997 -0.025024999999999999 0.087215000000000015 0.086420000000000011 -0.097345000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -3 5 -5 -6 8 9 33 -10 -12 13 14 15 16 -9 19 -19 22 31 -22 24 34 25 -1 27 -15 -29 -28 -31 -21 -33 -2 -24
right_child=7 2 -4 4 6 -7 -8 12 10 -11 11 -13 -14 26 -16 -17 -18 18 -20 20 21 -23 23 -25 -26 -27 29 28 -30 30 -32 32 -34 -35 -36
leaf_value=-6.556905529313497e-06 -0.00012804202850544497 0.00024790893224676771 -0.0026198602152525019 -1.1100072876430251e-06 -0.00026979292316650432 -0.00070981228473650346 0.00018256838624637246 -9.3013833974892548e-05 -0.00035177949389725538 0.00069255190234113109 0.00037444640921269976 -0.0001830409748631 0.00033191422645953141 -0.00021558779392283499 -0.00044908842889226133 -0.00027940621238982025 0.0003173833630877881 -0.00041713688600968145 3.3377092417142755e-05 -0.00020010634962673224 -1.3944753449814306e-05 -0.00067729088748417717 0.00021390118506636995 0.0004563641042001264 0.00027735943761738414 -0.00045174818282773513 -0.00027010216270136381 7.1011308071061461e-05 0.00057988594441442615 -8.6919159177468799e-05 3.9790128922690154e-05 -5.338300012775802e-05 0.00027429217417713873 0.00022172949186522763 -0.00011726875336846996
leaf_weight=485 49 63 46 54 47 55 63 50 52 64 83 83 50 51 67 50 51 71 70 59 49 51 51 67 65 50 60 60 55 422 902 86 65 46 46
leaf_count=485 49 63 46 54 47 55 63 50 52 64 83 83 50 51 67 50 51 71 70 59 49 51 51 67 65 50 60 60 55 422 902 86 65 46 46
internal_value=0 -0.000117414 -0.000445098 -8.74462e-05 -0.000187656 -0.000366223 -3.27124e-06 1.66023e-05 0.000119428 0.000303452 -1.10362e-05 9.07713e-05 -4.27038e-06 -1.42409e-05 -0.000152945 -1.61222e-05 0.000106111 -2.82791e-05 -0.000187672 -6.59103e-06 -0.000114292 -0.000360438 3.60383e-05 0.000220067 -1.28986e-05 -4.96937e-05 4.73902e-06 0.000151563 0.000321505 -1.22799e-05 0 0 8.22479e-05 3.27039e-05 4.84121e-05
internal_weight=0 1543 328 282 219 109 110 2195 377 159 218 166 1818 1768 218 151 101 1215 141 1074 310 100 764 164 600 535 1550 166 115 1384 1324 210 151 95 97
internal_count=3738 1543 328 282 219 109 110 2195 377 159 218 166 1818 1768 218 151 101 1215 141 1074 310 100 764 164 600 535 1550 166 115 1384 1324 210 151 95 97
is_linear=0
shrinkage=0.0995203


Tree=9891
num_leaves=21
num_cat=0
split_feature=20 20 18 20 5 20 10 38 5 2 3 21 2 4 5 5 20 5 5 2
split_gain=0.00152916 0.0200347 0.00050592 0.000482174 0.000464079 0.000382579 0.000318891 0.000262987 0.00038747 0.000435924 0.00048131 0.000354603 0.000271934 0.000258464 0.000672966 0.000702501 0.000570604 0.000362098 0.00107615 0.00012299
threshold=-0.080869999999999984 -0.081424999999999984 -0.10726999999999999 -0.078534999999999994 -0.056974999999999998 -0.097019999999999995 0.091445000000000026 -0.07453499999999999 -0.46244499999999994 -0.083665000000000003 0.10502000000000002 -0.084759999999999988 -0.077115000000000003 0.086380000000000026 -0.093875 -0.40421499999999994 -0.11197 -0.025879999999999997 -0.017704999999999995 -0.01042
decision_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 -2 -1 7 -5 9 -9 -11 -10 -13 14 15 -4 19 -16 -19 -15
right_child=3 -3 13 6 -6 -7 -8 8 11 10 -12 12 -14 16 17 -17 -18 18 -20 -21
leaf_value=-0.00042702188060259624 -1.3215932713841218e-05 -0.0020272599233036848 -3.0928923271137873e-06 0.00016366571620263885 0.0003539010425160187 -1.5062169092313184e-05 0.00021287207744254697 0.00010939238813666289 0.00019887618062875068 -0.0004413756899914265 -9.9319753770418562e-05 -4.5386204112036825e-05 2.2452778208826594e-05 0.00016472903748295469 -0.00020450507955105163 0.00048158429218960418 -0.00033101972169408638 0.00047117361014613281 -5.5596817445850431e-05 -4.8190199534778597e-05
leaf_weight=49 57 53 49 77 72 49 61 53 78 61 152 1368 1005 49 78 64 62 47 203 51
leaf_count=49 57 53 49 77 72 49 61 53 78 61 152 1368 1005 49 78 64 62 47 203 51
internal_value=0 -0.000161423 -1.91865e-05 -2.50092e-06 0.000185341 -0.000229395 -1.12751e-05 -1.64618e-05 -2.18679e-05 -0.000136176 -0.000201123 -9.12839e-06 -1.63104e-05 1.36192e-05 5.42862e-05 0.00026417 -9.20321e-05 -1.55255e-05 4.01616e-05 4.7954e-05
internal_weight=0 754 701 2984 129 98 2855 2794 2717 266 213 2451 2373 603 441 113 162 328 250 100
internal_count=3738 754 701 2984 129 98 2855 2794 2717 266 213 2451 2373 603 441 113 162 328 250 100
is_linear=0
shrinkage=0.0995203


Tree=9892
num_leaves=15
num_cat=0
split_feature=17 26 1 17 20 8 17 4 5 21 4 9 8 9
split_gain=0.0056649 0.00900847 0.00112283 0.001665 0.000915736 0.00164577 0.000648284 0.000632971 0.000622379 0.000535481 0.00141297 0.000566811 0.00150423 0.000753886
threshold=0.51544000000000012 0.089545000000000027 -0.49056499999999997 -0.55754499999999996 0.14849500000000004 -0.080835000000000004 -0.14679499999999998 0.084900000000000017 0.51935500000000012 0.13765500000000006 0.11394500000000003 0.11640000000000002 -0.06520999999999999 0.11296000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 8 -6 -5 -8 9 11 -11 13 -13 -4
right_child=1 -3 4 6 5 -7 7 -9 -10 10 -12 12 -14 -15
leaf_value=0.00061496773006365158 4.490838770208576e-06 0.001745981035724346 1.6600142127827295e-06 -0.00026385441546170497 8.7999414121954321e-05 -0.00072744439041689504 -6.7926614548797904e-05 0.00042596731205093465 -0.00032489899356534068 0.00063739779102692782 -0.00011156346829342893 -0.0002645966030049303 0.00039693679634054859 -0.0003998948338793173
leaf_weight=74 76 49 2939 48 48 47 47 51 55 47 50 48 109 47
leaf_count=74 76 49 2939 48 48 47 47 51 55 47 50 48 109 47
internal_value=0 0.000693704 1.18921e-05 0.000229799 -2.00787e-06 -0.000306814 2.89693e-05 0.000180747 6.53172e-06 1.24105e-05 0.000242896 5.03677e-06 0.00018947 -4.38636e-06
internal_weight=0 125 3610 220 3390 95 146 98 3295 3240 97 3143 157 2986
internal_count=3735 125 3610 220 3390 95 146 98 3295 3240 97 3143 157 2986
is_linear=0
shrinkage=0.0995203


Tree=9893
num_leaves=12
num_cat=0
split_feature=19 0 1 4 3 17 11 3 23 4 2
split_gain=0.013643 0.000947831 0.000863372 0.00166857 0.00118304 0.00133221 0.000695637 0.000946383 0.000498476 0.000818161 0.000504157
threshold=0.14071500000000006 -0.26289499999999993 -0.49056499999999997 0.10696000000000003 0.10583000000000002 -0.12118 -0.37506 0.16149500000000003 -0.017849999999999998 0.12577000000000002 0.09556000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -4 8 9 -8 -10
right_child=-2 2 6 -5 -6 -7 7 -9 10 -11 -12
leaf_value=-0.00042418984302592403 0.0017348811781068016 0.00055555991370788763 0.00034530888572551274 0.00072057003248015986 -0.00035740955539371446 -8.7739347953961401e-05 -0.00051168458569258784 -0.00045062027420584731 -6.778054558993027e-07 5.6108333635483816e-05 0.00014360748384520673
leaf_weight=49 46 61 58 49 48 63 48 46 2959 48 260
leaf_count=49 46 61 58 49 48 63 48 46 2959 48 260
internal_value=0 9.9906e-06 1.60602e-05 0.000206766 5.56318e-05 0.000222121 3.49383e-06 -2.16123e-06 3.81479e-06 -0.000219261 1.07219e-05
internal_weight=0 3689 3640 221 172 124 3419 3361 3315 96 3219
internal_count=3735 3689 3640 221 172 124 3419 3361 3315 96 3219
is_linear=0
shrinkage=0.0995203


Tree=9894
num_leaves=9
num_cat=0
split_feature=19 20 17 9 9 30 12 20
split_gain=0.0110628 0.00101222 0.000759326 0.000949236 0.00059583 0.00067188 0.000389874 0.000262324
threshold=0.14071500000000006 0.27420500000000009 -0.55286000000000002 0.09143500000000003 0.23438500000000004 0.11901000000000002 -0.085239999999999996 -0.074014999999999984
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 -8
right_child=-2 -3 4 -5 -6 -7 7 -9
leaf_value=-1.2658600613675392e-05 0.0015622254366518486 -0.00043523046029235289 -0.00028062164666630438 0.00050187552316709042 0.00035809808801181528 -0.00036839340653242573 5.4805026377007032e-05 -6.5708016037901283e-06
leaf_weight=66 46 50 46 70 47 48 958 2404
leaf_count=66 46 50 46 70 47 48 958 2404
internal_value=0 8.95217e-06 1.52802e-05 0.000246156 6.08304e-06 1.05892e-06 6.50268e-06 1.06747e-05
internal_weight=0 3689 3639 136 3503 3456 3408 3362
internal_count=3735 3689 3639 136 3503 3456 3408 3362
is_linear=0
shrinkage=0.0995203


Tree=9895
num_leaves=12
num_cat=0
split_feature=19 20 1 3 18 11 3 18 20 3 8
split_gain=0.00897089 0.000820715 0.000604877 0.00131767 0.000711629 0.000566704 0.000744573 0.000454444 0.000385815 0.000589565 0.000316158
threshold=0.14071500000000006 0.27420500000000009 -0.49056499999999997 0.10920500000000002 -0.120155 -0.37506 0.16149500000000003 -1.0000000180025095e-35 -0.074014999999999984 0.088115000000000013 -0.094869999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 8 -6 9 -7 -10
right_child=-2 -3 5 -5 7 6 -8 -9 10 -11 -12
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leaf_weight=58 46 50 58 49 46 270 46 68 365 689 1990
leaf_count=58 46 50 58 49 46 270 46 68 365 689 1990
internal_value=0 7.99499e-06 1.37148e-05 0.000173353 3.85577e-05 3.15338e-06 -1.9287e-06 0.000187018 3.34589e-06 5.67655e-05 -1.806e-05
internal_weight=0 3689 3639 221 172 3418 3360 114 3314 959 2355
internal_count=3735 3689 3639 221 172 3418 3360 114 3314 959 2355
is_linear=0
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Tree=9896
num_leaves=13
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split_feature=22 1 1 0 3 26 26 21 18 17 18 17
split_gain=0.00187191 0.000646461 0.00106681 0.000446968 0.000515437 0.000383904 0.00102615 0.000569209 0.000401419 0.0013863 0.000555731 0.000224048
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -3 7 -7 -5 9 -8 -10 -1
right_child=-2 3 -4 5 -6 6 8 -9 10 -11 -12 -13
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leaf_weight=61 50 51 61 46 65 64 886 47 522 66 1758 68
leaf_count=61 50 51 61 46 65 64 886 47 522 66 1758 68
internal_value=0 -1.24433e-05 -0.000191293 -2.51454e-06 0.000189252 -9.31995e-06 -1.51765e-05 0.000189439 -7.10459e-06 4.68392e-05 -2.99875e-05 -2.24636e-05
internal_weight=0 3695 190 3505 116 3389 3296 93 3232 952 2280 129
internal_count=3745 3695 190 3505 116 3389 3296 93 3232 952 2280 129
is_linear=0
shrinkage=0.0995203


Tree=9897
num_leaves=14
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split_feature=22 0 10 0 0 30 0 1 7 21 19 5 6
split_gain=0.00151759 0.000537249 0.000563675 0.000364025 0.000322844 0.00064739 0.000536522 0.000494693 0.000459822 0.000312136 0.000283126 0.000262646 0.000177121
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 12 7 8 -7 -5 10 -9 -6 -3 -1
right_child=-2 2 -4 4 5 6 -8 9 -10 -11 -12 -13 -14
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leaf_weight=50 50 79 51 63 2936 87 66 63 84 54 48 48 66
leaf_count=50 50 79 51 63 2936 87 66 63 84 54 48 48 66
internal_value=0 -1.11989e-05 -0.000179947 -2.42561e-06 -8.56807e-06 -1.06326e-06 0.000198446 -0.000138315 -1.12795e-05 -0.00026105 -1.79973e-05 -6.02337e-05 0.000170608
internal_weight=0 3695 178 3517 3401 3221 153 180 3068 117 2984 127 116
internal_count=3745 3695 178 3517 3401 3221 153 180 3068 117 2984 127 116
is_linear=0
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Tree=9898
num_leaves=11
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split_feature=21 2 26 11 9 9 4 0 3 9
split_gain=0.00101921 0.000820971 0.000507879 0.000994976 0.000438104 0.00211819 0.0010564 0.000381437 0.000415854 0.000318149
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decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 -6 -7 8 -5 -9
right_child=-2 2 3 4 5 6 -8 9 -10 -11
leaf_value=-0.00041340758626788056 -0.0003518700427642205 0.00023709851170913127 -0.00044115045709112701 0.00036742870894584321 0.0005453616932552637 -3.3590993086261278e-05 0.0003851456587802994 -2.1192864190649501e-05 -2.5408859353999745e-06 -0.00018642365950894487
leaf_weight=49 88 85 52 51 81 616 66 2471 63 123
leaf_count=49 88 85 52 51 81 616 66 2471 63 123
internal_value=0 -8.66258e-06 -2.93887e-06 -8.96266e-06 -2.25208e-06 6.40916e-05 5.7316e-06 -2.12472e-05 0.000155791 -2.93432e-05
internal_weight=0 3657 3608 3523 3471 763 682 2708 114 2594
internal_count=3745 3657 3608 3523 3471 763 682 2708 114 2594
is_linear=0
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Tree=9899
num_leaves=11
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split_feature=22 2 11 6 5 17 18 9 5 6
split_gain=0.00115411 0.000709396 0.000318818 0.000519569 0.000276618 0.000515003 0.000487556 0.00125749 0.000527416 0.0002571
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decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -6 -8 -7
right_child=-2 2 3 4 6 9 8 -9 -10 -11
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leaf_weight=50 50 63 57 56 686 503 1674 412 51 143
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internal_value=0 -8.65063e-06 -3.31677e-06 -7.44128e-06 -2.38733e-06 5.32447e-05 -1.65114e-05 3.48916e-05 -4.97051e-05 2.67701e-05
internal_weight=0 3695 3645 3582 3525 702 2823 1098 1725 646
internal_count=3745 3695 3645 3582 3525 702 2823 1098 1725 646
is_linear=0
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Tree=9900
num_leaves=12
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decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 -1 6 8 -8 -6 -3 -11
right_child=-2 2 -4 -5 5 -7 7 -9 -10 10 -12
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leaf_weight=49 60 58 78 52 3036 63 70 105 66 58 48
leaf_count=49 60 58 78 52 3036 63 70 105 66 58 48
internal_value=0 8.65367e-06 0.000211841 -5.3983e-06 1.75973e-07 5.08649e-06 1.08148e-05 0.000171746 1.4719e-06 -4.15142e-05 6.87249e-05
internal_weight=0 3683 242 3441 3389 3340 3277 175 3102 164 106
internal_count=3743 3683 242 3441 3389 3340 3277 175 3102 164 106
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Tree=9901
num_leaves=8
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split_gain=0.000799985 0.000790165 0.0010362 0.000672486 0.000818765 0.000494711 0.000451718
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decision_type=2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6
right_child=1 2 3 4 5 -7 -8
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internal_value=0 -4.65457e-06 -1.00791e-05 -3.61634e-06 1.79296e-06 -3.50562e-06 -8.23878e-06
internal_weight=0 3669 3623 3574 3514 3468 3419
internal_count=3743 3669 3623 3574 3514 3468 3419
is_linear=0
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Tree=9902
num_leaves=11
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split_feature=2 12 0 11 1 1 8 0 19 4
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decision_type=2 2 2 2 2 2 2 2 2 2
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leaf_weight=74 52 50 53 73 73 50 71 53 3122 72
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internal_value=0 -4.19135e-06 -9.63493e-06 -2.58854e-06 2.03987e-06 -8.7189e-06 0.00016746 -0.00023544 -1.89678e-06 2.71091e-05
internal_weight=0 3669 3619 3513 3461 3245 216 106 3195 145
internal_count=3743 3669 3619 3513 3461 3245 216 106 3195 145
is_linear=0
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Tree=9903
num_leaves=9
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split_feature=24 10 10 7 17 26 26 1
split_gain=0.000549785 0.000667518 0.00193643 0.000454956 0.000322814 0.000312866 0.000762884 0.000284759
threshold=-0.071224999999999997 0.089090000000000016 0.085875000000000021 -0.15142999999999998 -0.55754499999999996 0.09271500000000002 0.092050000000000021 -0.082489999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -6 -7
right_child=1 -3 -4 4 5 7 -8 -9
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internal_value=0 -2.75235e-06 3.55001e-06 -5.85435e-06 -1.10731e-06 3.16895e-06 2.09255e-05 -4.82715e-05
internal_weight=0 3697 3611 3549 3493 3417 2552 865
internal_count=3743 3697 3611 3549 3493 3417 2552 865
is_linear=0
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Tree=9904
num_leaves=31
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split_feature=17 1 1 17 26 18 2 2 18 5 1 1 20 5 5 26 9 18 17 5 5 17 9 17 8 17 18 9 6 2
split_gain=0.00037837 0.000463216 0.00194601 0.00121014 0.00074998 0.000680958 0.000861863 0.00108628 0.000841519 0.000796223 0.000477501 0.000431237 0.000424689 0.000413796 0.000716473 0.000659324 0.00110515 0.000660589 0.000749945 0.000512678 0.000447283 0.000445487 0.000362517 0.0015878 0.000897962 0.000302277 0.000511763 0.000336533 0.000277643 0.000269468
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=50 1133 57 220 46 66 62 71 146 87 56 74 62 240 49 49 79 53 66 53 49 61 56 65 47 47 72 485 47 48 49
leaf_count=50 1133 57 220 46 66 62 71 146 87 56 74 62 240 49 49 79 53 66 53 49 61 56 65 47 47 72 485 47 48 49
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internal_weight=0 1890 1124 766 720 1067 813 457 254 192 356 282 386 1855 1451 404 325 272 158 1402 1353 105 1292 112 1180 654 604 532 114 105
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is_linear=0
shrinkage=0.0995203


Tree=9905
num_leaves=26
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split_feature=3 3 9 2 3 18 2 17 1 9 9 9 17 6 3 0 17 2 0 9 19 21 29 19 21
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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internal_value=0 2.34794e-05 8.33207e-05 4.88282e-05 9.94729e-05 0.000415768 2.28686e-05 0.000263286 0.0003196 -0.000126358 -1.1229e-05 -5.20297e-05 -4.36647e-05 -6.4319e-05 -8.39454e-05 -0.000319073 -4.77915e-05 -2.75057e-05 -5.01687e-05 0.000121444 -2.49704e-06 -1.14115e-05 -2.00816e-05 -8.74758e-06 0
internal_weight=0 2770 848 743 580 111 469 114 105 163 117 355 975 871 788 102 686 634 586 104 1922 1832 1762 1677 1625
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is_linear=0
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Tree=9906
num_leaves=19
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split_feature=6 20 17 21 26 26 5 2 20 20 20 3 21 17 26 9 2 20
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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leaf_weight=90 52 48 164 76 89 46 57 63 57 247 47 46 49 46 252 80 51 2185
leaf_count=90 52 48 164 76 89 46 57 63 57 247 47 46 49 46 252 80 51 2185
internal_value=0 8.75207e-06 6.86255e-05 0.000259007 2.37819e-05 5.17615e-05 0.000194398 0.000344908 0 -3.1324e-05 -9.93869e-06 -0.000192088 -3.3185e-06 0.000175313 -1.0121e-05 -4.07282e-06 0.000178226 -1.42081e-05
internal_weight=0 3693 889 166 723 634 166 109 468 411 2804 94 2710 95 2615 2568 131 2437
internal_count=3745 3693 889 166 723 634 166 109 468 411 2804 94 2710 95 2615 2568 131 2437
is_linear=0
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Tree=9907
num_leaves=18
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split_feature=23 10 18 10 5 6 7 26 26 21 7 20 20 20 17 20 17
split_gain=0.000261627 0.000302112 0.000445032 0.000753255 0.000412116 0.000569428 0.000362061 0.000322784 0.000528789 0.000278343 0.000268375 0.000268144 0.000531083 0.000241267 0.000292426 0.00023442 0.000122355
threshold=-0.046924999999999994 0.084475000000000022 -0.060544999999999995 0.09056500000000002 0.23074000000000006 0.18123500000000006 1.0000000180025095e-35 0.090930000000000025 0.084355000000000027 0.13557500000000003 0.058415000000000009 -0.080044999999999991 -0.081324999999999995 -0.077044999999999988 -0.45712999999999998 -0.077044999999999988 -0.53447999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 -3 -4 5 6 11 8 9 16 -1 12 -2 -9 -15 -13 -6
right_child=1 2 3 -5 7 -7 -8 13 -10 -11 -12 15 -14 14 -16 -17 -18
leaf_value=0 2.4078330947751353e-05 -0.0003404130224425879 -0.00025905608358816056 0.00025945003039614604 0.00015299597625110901 -0.00031509511078743965 0.00020461986506738653 0.0001581333439991511 0.00039591588186821104 0.00030500372261094524 -0.00032645044360708373 -0.00016846587825103745 0.00031480469102643048 -0.00025147878293066861 4.8570449984067231e-05 -6.3816334679738926e-06 -2.1743681831282696e-05
leaf_weight=60 485 59 56 55 54 55 90 61 75 46 47 93 73 57 66 2182 131
leaf_count=60 485 59 56 55 54 55 90 61 75 46 47 93 73 57 66 2182 131
internal_value=0 9.42931e-06 -0.00011954 0 1.59874e-05 1.79101e-06 8.03369e-06 0.000100596 0.000163255 8.41712e-05 -0.000148221 1.49949e-06 6.35795e-05 0 -8.38213e-05 -1.33673e-05 2.48364e-05
internal_weight=0 3638 170 111 3468 2978 2923 490 306 231 107 2833 558 184 123 2275 185
internal_count=3745 3638 170 111 3468 2978 2923 490 306 231 107 2833 558 184 123 2275 185
is_linear=0
shrinkage=0.0995203


Tree=9908
num_leaves=21
num_cat=0
split_feature=6 18 3 3 1 11 3 17 19 3 3 5 26 1 3 26 17 26 17 8
split_gain=0.000496418 0.000731524 0.00171628 0.00111124 0.00104915 0.000695023 0.000585967 0.00118009 0.00045848 0.000425236 0.000731273 0.000604436 0.000326183 0.00151052 0.001928 0.000427715 0.000741094 0.000484126 0.000221261 0.000159999
threshold=0.11690000000000002 -0.07989499999999998 0.096595000000000028 0.10850000000000003 -0.054974999999999996 -0.37931999999999999 0.087825000000000028 -0.43376500000000001 0.13961000000000004 0.083595000000000017 0.083955000000000016 -0.092239999999999989 0.10393000000000002 -0.083284999999999984 0.091295000000000029 0.096425000000000025 0.024055000000000003 0.093835000000000016 0.0084900000000000028 -0.080569999999999989
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 -5 -1 7 -7 12 18 -11 -12 15 -14 -15 17 -17 -8 19 -9
right_child=1 2 3 4 -6 6 8 9 -10 10 11 -13 13 14 -16 16 -18 -19 -20 -21
leaf_value=-0.00031906696014931608 0.00019093055865683712 -0.00075026149979337542 0.00033390063699813684 9.2437725362069545e-05 -0.00053289046277137553 0.00044827382100481606 8.0051098251871845e-05 6.8745028384085643e-05 -0.0002378779656412969 -0.00046975705334345304 -0.00027754294640556615 -2.7550659514092649e-05 -0.00048993728430019479 0.00056709724885051693 -4.7991870790808345e-05 3.640110408220899e-05 0.00057211031220158199 -0.00013419262435884936 0.00020089005943809885 -8.9982954635720876e-05
leaf_weight=59 54 46 49 47 56 48 1613 140 51 49 116 614 58 61 284 64 47 109 67 114
leaf_count=59 54 46 49 47 56 48 1613 140 51 49 116 614 58 61 284 64 47 109 67 114
internal_value=0 -0.000125796 -0.000216311 -4.93349e-05 -0.000239599 1.86212e-05 2.46597e-05 -3.29148e-05 5.39181e-05 -5.46563e-05 -9.46938e-05 -6.83969e-05 6.09397e-05 -1.84941e-05 5.83903e-05 7.88505e-05 0.000270608 6.60144e-05 3.9956e-05 0
internal_weight=0 252 198 152 103 3494 3435 1148 2287 1100 779 730 2236 403 345 1833 111 1722 321 254
internal_count=3746 252 198 152 103 3494 3435 1148 2287 1100 779 730 2236 403 345 1833 111 1722 321 254
is_linear=0
shrinkage=0.0995203


Tree=9909
num_leaves=13
num_cat=0
split_feature=17 2 9 2 4 9 9 1 1 1 8 9
split_gain=0.000423676 0.00257826 0.000278108 0.0012085 0.000255715 0.00038125 0.000630817 0.000497463 0.00104499 0.000397275 0.000372882 0.000301204
threshold=-0.55286000000000002 -0.085944999999999994 0.12372500000000002 -0.046564999999999995 0.15028500000000003 0.11408000000000003 0.10679000000000001 0.039665000000000013 0.054560000000000004 -0.0024449999999999997 0.0073150000000000012 0.11741500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 10 -9 -8 -2 -7
right_child=2 -3 3 -5 -6 11 9 8 -10 -11 -12 -13
leaf_value=-0.00013243183718907151 -1.8559256290432232e-05 0.00076123141304535802 -0.00038475655319142435 0.00019320840710889783 -0.00021812400329014017 0.00036848413251194437 0 0.00047424635154784763 4.7211029464621585e-05 -0.00038667283135678383 0.0001377834305255987 2.1264507401454791e-07
leaf_weight=89 2317 49 83 61 49 52 50 63 661 65 161 46
leaf_count=89 2317 49 83 61 49 52 50 63 661 65 161 46
internal_value=0 0.000178951 1.00541e-06 -0.000134239 6.86391e-06 1.03319e-05 4.36391e-06 1.28307e-05 8.55009e-05 -0.000224263 -8.07104e-06 0.000203975
internal_weight=0 138 3608 144 3464 3415 3317 3202 724 115 2478 98
internal_count=3746 138 3608 144 3464 3415 3317 3202 724 115 2478 98
is_linear=0
shrinkage=0.0995203


Tree=9910
num_leaves=21
num_cat=0
split_feature=6 1 3 1 21 9 26 3 4 4 21 29 4 8 3 18 8 18 0 4
split_gain=0.000405584 0.00133264 0.0013378 0.00181558 0.000354853 0.0012766 0.000895894 0.000475976 0.000452989 0.000740816 0.000597818 0.000601301 0.000390444 0.000357634 0.000339659 0.000282432 0.000453329 0.000384597 0.000279982 0.000492642
threshold=0.11816500000000002 -0.07002499999999999 0.10871500000000002 -0.046044999999999996 -0.079279999999999989 0.084055000000000032 0.084645000000000012 0.08785500000000003 0.13271500000000006 0.11860000000000002 -0.021529999999999997 -0.081409999999999996 0.13630500000000004 -0.083804999999999991 0.087515000000000023 -0.090254999999999988 -0.082184999999999994 -0.016464999999999997 -0.057604999999999996 0.14068000000000006
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 5 -1 -7 12 9 10 -9 -12 14 -8 15 16 -6 -17 19 -10
right_child=1 2 -4 -5 7 6 13 8 18 -11 11 -13 -14 -15 -16 17 -18 -19 -20 -21
leaf_value=0.00043839926757704512 -0.00053355633596531083 0.00069279426886290042 -0.00029161797697784686 -0.00015781260895301322 0.00029215237354028448 -0.00036520824709197547 0.00030630898397013853 -0.00026620026064585068 -0.00027142466625018369 0.00034791202497162354 -0.00023802303942575541 5.5378713173648179e-05 0.00023012863435487686 -4.6487284551516712e-05 -0.00025924950971724034 -0.00020901539753435966 -3.7324870564347577e-05 -3.2467154517229069e-05 -0.00033707211134864531 0.00017731886225624962
leaf_weight=87 58 49 77 48 60 54 56 63 46 78 71 1825 47 51 80 158 123 618 47 50
leaf_count=87 58 49 77 48 60 54 56 63 46 78 71 1825 47 51 80 158 123 618 47 50
internal_value=0 -0.000120033 1.3104e-05 0.000263436 1.56299e-05 0.000130578 -3.06758e-05 6.65084e-06 3.36852e-05 4.60061e-05 3.35674e-05 4.39599e-05 -4.68633e-05 0.000130503 -6.01811e-05 -4.27211e-05 6.62271e-05 -6.94688e-05 -0.000136098 -2.91768e-05
internal_weight=0 232 174 97 3514 248 161 3266 2180 2037 1959 1896 1086 107 1039 959 183 776 143 96
internal_count=3746 232 174 97 3514 248 161 3266 2180 2037 1959 1896 1086 107 1039 959 183 776 143 96
is_linear=0
shrinkage=0.0995203


Tree=9911
num_leaves=16
num_cat=0
split_feature=11 11 3 3 3 26 3 26 26 17 3 0 3 3 26
split_gain=0.000361264 0.000373831 0.000430185 0.000487883 0.000438426 0.000763282 0.000326327 0.000443089 0.000495196 0.000360777 0.000258069 0.000957326 0.000586893 0.000563932 0.00026832
threshold=-0.39817999999999998 -0.15511999999999998 0.085505000000000012 0.085910000000000028 0.084795000000000023 0.08494500000000002 0.08622500000000001 0.093835000000000016 0.092955000000000024 0.07134500000000002 0.08400500000000001 -0.084665000000000004 0.084465000000000026 0.083595000000000017 0.0054200000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 10 -6 -5 8 -8 -9 13 12 -12 14 -3
right_child=1 2 3 6 5 -7 7 9 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.00026448000768863796 0.00027522328850617593 -8.6739303781958719e-05 0.00028498688272351823 -0.00023452236638114548 -0.00050762195490586096 -1.9722539679724461e-05 3.7398669590224281e-05 -2.0607892140835821e-06 0.00036005356446887002 -0.00015988705978290223 0.00014539206021586918 0.00045021219631596117 -0.00029576812844722781 -0.00034436326678808889 9.647312691277396e-05
leaf_weight=48 52 205 69 50 56 82 1993 593 49 194 58 49 59 62 127
leaf_count=48 52 205 69 50 56 82 1993 593 49 194 58 49 59 62 127
internal_value=0 9.91593e-06 5.90753e-06 2.27467e-05 -6.404e-05 -0.000223643 1.61774e-05 2.08976e-05 4.5542e-05 -4.20061e-05 -2.32474e-05 7.85713e-05 -7.00766e-05 -6.82234e-05 -1.41893e-05
internal_weight=0 3698 3646 2948 698 138 2879 2829 2042 787 560 166 117 394 332
internal_count=3746 3698 3646 2948 698 138 2879 2829 2042 787 560 166 117 394 332
is_linear=0
shrinkage=0.0995203


Tree=9912
num_leaves=31
num_cat=0
split_feature=6 26 6 6 0 0 9 9 0 8 0 0 20 26 0 26 26 8 22 17 6 26 9 18 6 6 8 6 18 17
split_gain=0.00211925 0.00134684 0.00163567 0.0133528 0.000772909 0.00212387 0.000747655 0.0018663 0.00215903 0.00068758 0.000620946 0.000514555 0.000961331 0.000603241 0.00155149 0.000558789 0.00065184 0.000486739 0.000431648 0.000392029 0.000391942 0.000352052 0.000597242 0.000533478 0.000889676 0.000826174 0.000483517 0.000300722 0.000479796 0.00031233
threshold=0.23663500000000004 0.088685000000000028 0.088565000000000019 0.089610000000000009 -0.071029999999999996 -0.068189999999999987 0.097365000000000021 0.11351500000000002 -0.079665 -0.068904999999999994 -0.052884999999999995 -0.19126499999999999 -0.048779999999999997 0.087625000000000022 -0.085894999999999985 0.086515000000000022 0.084535000000000013 -0.085165000000000005 0.079065000000000024 -0.15802999999999998 0.094510000000000025 0.09032500000000003 0.08951000000000002 -0.070104999999999987 0.10737000000000003 0.10681500000000003 -0.081174999999999983 0.10449000000000003 -0.087989999999999985 -0.049834999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 21 8 -8 10 -7 12 -1 15 -15 16 -13 -17 -14 -11 -21 22 26 25 -25 -23 -3 28 -5 -29
right_child=-2 4 3 27 5 9 7 -9 -10 19 -12 13 18 14 -16 17 -18 -19 -20 20 -22 23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0004847057848071143 -0.00063791835919219521 4.3891741414919961e-05 0.0017982858337411572 0.00010183861104430025 -0.00068662727501644168 0.00036453895108225296 -1.2231442895324289e-05 -0.00026641998435916265 0.00090588910428539445 -0.00040474809764724442 -8.6543630406550151e-05 -1.5735177834324202e-05 -0.00014229397296324568 0.00051595402804961125 -0.00019718108648069876 -0.00035012854178258137 0.00014840609502268502 1.5608580559401707e-05 0.0002494338023890967 0.00011508704304238878 -0.00023691276895218384 -1.8637330730405256e-05 -0.00047017429695898221 -1.6094899989830743e-05 -0.00043810999324876454 0.00046732619644651292 -0.00031993038198325645 -3.4410476285170216e-05 -0.00027030110656376668 0.00029730719321002737
leaf_weight=68 50 110 48 55 69 54 48 56 50 60 64 1310 70 74 49 82 292 57 46 52 72 95 50 414 57 52 52 59 82 48
leaf_count=68 50 110 48 55 69 54 48 56 50 60 64 1310 70 74 49 82 292 57 46 52 72 95 50 414 57 52 52 59 82 48
internal_value=0 1.42276e-05 6.01308e-05 0.000280804 -6.44403e-05 -0.000187083 -1.73681e-05 0.000182796 0.000447844 -7.02377e-05 0.000112947 2.8268e-05 0.000187355 1.21249e-05 0.000225204 -2.45878e-06 1.36722e-05 -0.000194261 5.98927e-06 -0.000192164 -8.26981e-05 -5.54933e-05 -0.00016659 -1.60579e-05 -6.89049e-05 0.000147699 -6.78375e-05 -1.43623e-05 -0.000114927 0.000106747
internal_weight=0 3695 2340 292 1355 371 984 154 98 302 118 2048 184 1864 123 1741 1602 139 116 184 124 830 212 618 471 147 162 244 137 107
internal_count=3745 3695 2340 292 1355 371 984 154 98 302 118 2048 184 1864 123 1741 1602 139 116 184 124 830 212 618 471 147 162 244 137 107
is_linear=0
shrinkage=0.0995203


Tree=9913
num_leaves=27
num_cat=0
split_feature=6 26 6 6 0 0 0 8 0 26 5 5 5 26 26 27 20 0 20 5 5 26 3 6 5 17
split_gain=0.00171784 0.00109883 0.00132542 0.0108271 0.00062549 0.0017194 0.000569507 0.000555866 0.00050517 0.000461927 0.000493472 0.000851191 0.000434586 0.00115087 0.000623324 0.000433919 0.000479866 0.000943764 0.000908622 0.000619831 0.000413477 0.000366559 0.00026925 0.000240782 0.000600199 0.000254832
threshold=0.23663500000000004 0.088685000000000028 0.088565000000000019 0.089610000000000009 -0.071029999999999996 -0.068189999999999987 -0.073464999999999989 -0.068904999999999994 -0.052884999999999995 0.09032500000000003 -0.000475 -0.040404999999999996 0.054660000000000007 0.096685000000000021 0.096685000000000021 0.10734500000000002 -0.057024999999999999 -0.225295 -0.042414999999999994 -0.50544999999999984 0.15100500000000003 0.084535000000000013 0.11025500000000002 0.10449000000000003 -0.015214999999999999 -0.049834999999999997
decision_type=2 2 2 2 2 2 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 -6 9 8 -7 10 11 -3 14 -14 -11 16 17 -1 -18 -20 22 -19 -9 24 -5 -25
right_child=-2 4 3 23 5 7 -8 20 -10 12 -12 -13 13 -15 -16 -17 18 21 19 -21 -22 -23 -24 25 -26 -27
leaf_value=0.00051072156386784749 -0.0005744327263437094 -0.00034343961761559459 0.0016193201909664408 -0.00036332676860600504 -0.00061829401513431549 0.00032825996912849167 0.00025413664684023602 -0.00025008710213056992 -7.7930791840423317e-05 -0.00014895485830378273 -0.00043333567053878538 0.00012276385561794045 0.00041282147239643134 -0.00016850430846791417 5.8711077154411292e-05 0.00032871186337635812 -0.00041802481611019605 1.1098408831000565e-06 0.0002504906575077373 -2.0947546205170392e-05 -0.00038228591443463311 0.00016037669959596021 4.998387997486879e-05 -3.0985956098731039e-05 5.6680623797082673e-05 0.00026771913520301732
leaf_weight=48 50 67 48 54 69 54 71 46 64 267 53 89 78 57 302 46 54 478 90 1121 63 211 75 59 83 48
leaf_count=48 50 67 48 54 69 54 71 46 64 267 53 89 78 57 302 46 54 478 90 1121 63 211 75 59 83 48
internal_value=0 1.27014e-05 5.41814e-05 0.000252858 -5.83278e-05 -0.000168684 -1.5888e-05 -6.32476e-05 0.000101016 -3.77833e-05 -0.000167709 -7.2217e-05 0 0.000161309 -3.72963e-05 2.54547e-05 1.80779e-05 8.21193e-05 -1.85861e-05 -9.85986e-08 -0.000173039 5.1072e-05 -5.73272e-05 -1.25991e-05 -0.000102894 9.53619e-05
internal_weight=0 3695 2340 292 1355 371 984 302 118 913 209 156 704 135 569 2048 2002 737 1265 1211 184 689 121 244 137 107
internal_count=3745 3695 2340 292 1355 371 984 302 118 913 209 156 704 135 569 2048 2002 737 1265 1211 184 689 121 244 137 107
is_linear=0
shrinkage=0.0995203


Tree=9914
num_leaves=15
num_cat=0
split_feature=12 1 1 11 9 5 9 0 2 17 2 2 18 9
split_gain=0.001499 0.00116102 0.0127794 0.000863967 0.000642399 0.000439008 0.000479789 0.000464311 0.00051968 0.000325581 0.000224768 0.000758128 0.000484925 0.000435499
threshold=0.098385000000000028 -0.095674999999999996 -0.10771499999999999 -0.37506 0.14805500000000002 -0.10894 0.10591500000000002 -0.225295 -0.084674999999999986 -0.00095 0.12875500000000004 0.096520000000000022 -0.14624999999999996 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 5 6 9 -7 -9 -5 11 12 -1 -14
right_child=-2 3 -4 4 -6 7 -8 8 -10 -11 -12 -13 13 -15
leaf_value=-0.00028402763303940004 -0.00052608260816716039 0.000406283777822502 0.0016964858217627034 0.0002849265149087669 -0.00034446178965050217 0.00020905064994183547 0.00032100286985815412 3.4121146826353139e-05 -7.1279397986233968e-05 7.6047870545280135e-06 -0.00015769834950590193 0.00032929997337476997 8.798758660817551e-05 -0.00018090109628913372
leaf_weight=61 52 48 48 46 59 75 63 637 1620 567 76 70 245 78
leaf_count=61 52 48 48 46 59 75 63 637 1620 567 76 70 245 78
internal_value=0 1.18699e-05 0.000141522 -1.19247e-05 -1.87368e-05 -1.20757e-05 5.8105e-05 -3.27708e-05 -4.11692e-05 2.97507e-05 0 2.721e-05 -2.57266e-05 2.05203e-05
internal_weight=0 3693 578 3115 3067 3008 676 2332 2257 613 530 454 384 323
internal_count=3745 3693 578 3115 3067 3008 676 2332 2257 613 530 454 384 323
is_linear=0
shrinkage=0.0995203


Tree=9915
num_leaves=18
num_cat=0
split_feature=6 1 1 11 0 1 3 9 1 1 9 9 9 9 10 18 2
split_gain=0.00135404 0.000975619 0.0103256 0.000651235 0.000677598 0.00134328 0.000917614 0.00117988 0.000676374 0.00039091 0.000250676 0.000856784 0.000473527 0.000152813 0.000430757 0.000297953 0.000429048
threshold=0.23663500000000004 -0.095674999999999996 -0.10771499999999999 -0.37506 -0.071029999999999996 -0.067015000000000005 0.11816500000000002 0.11640000000000002 -0.040439999999999997 -0.091259999999999994 0.096305000000000016 0.11351500000000002 0.093535000000000021 0.098465000000000011 0.086165000000000019 -0.14624999999999996 0.12875500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -3 9 -6 8 -8 -7 -5 12 -12 -11 14 15 -1 -17
right_child=-2 3 -4 4 5 6 7 -9 -10 10 11 -13 -14 -15 -16 16 -18
leaf_value=-0.00018392866000286335 -0.00051027629293875305 0.00034849407313899218 0.0015276511196593741 -0.00020494092436464768 -0.00046803927034753988 0.00041614493976357611 -6.4466709906358405e-05 -0.000632294440861071 0 1.2994967652799007e-05 0.0002152785021449796 -0.00013962347808187822 -0.00016810701842946699 0.00015215415856568819 -0.00029635612907450294 0.00010459550654381169 -0.00017710749628633153
leaf_weight=62 50 49 48 85 91 51 178 47 164 2001 203 98 154 60 49 291 64
leaf_count=62 50 49 48 85 91 51 178 47 164 2001 203 98 154 60 49 291 64
internal_value=0 1.09872e-05 0.00013034 -1.07014e-05 -1.66973e-05 -0.000118999 -4.49501e-05 -0.000186718 9.96042e-05 4.35877e-06 1.19358e-05 9.70093e-05 0 1.27255e-06 -1.63976e-05 1.45361e-05 5.15036e-05
internal_weight=0 3695 574 3121 3072 531 440 225 215 2541 2456 301 2155 526 466 417 355
internal_count=3745 3695 574 3121 3072 531 440 225 215 2541 2456 301 2155 526 466 417 355
is_linear=0
shrinkage=0.0995203


Tree=9916
num_leaves=15
num_cat=0
split_feature=10 3 3 10 11 20 0 1 29 27 26 26 6 6
split_gain=0.0017584 0.00138678 0.0138291 0.000410653 0.000389651 0.000469482 0.000392117 0.00112244 0.000983047 0.000238014 0.000346045 0.000647204 0.000417002 0.00016399
threshold=0.09056500000000002 0.085035000000000013 0.084795000000000023 0.085585000000000022 -0.37931999999999999 -0.24910499999999999 -0.057604999999999996 0.10637500000000003 -0.08416499999999999 0.078330000000000025 0.088115000000000013 0.08734500000000002 0.085465000000000027 -0.09007999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -3 -6 8 -8 -7 10 11 12 -1 -11
right_child=-2 3 -4 -5 5 6 7 -9 -10 13 -12 -13 -14 -15
leaf_value=9.9955006512235813e-06 0.00044150559937042907 -0.00023329411663944351 -0.0016920883444138703 -0.00021351216621537297 0.00028943921762269109 -0.00044255188459669029 4.2232035339596034e-05 0.00056291807420675612 7.7077003463535754e-06 0 -0.00027067343906296294 0.00031551280450186898 -0.00022586824744162871 0.00025285103287323387
leaf_weight=245 84 61 53 80 63 49 364 47 2391 52 57 53 103 51
leaf_count=245 84 61 53 80 63 49 364 47 2391 52 57 53 103 51
internal_value=0 -1.88297e-05 -0.000155376 8.34581e-06 1.45869e-05 2.00568e-05 1.3817e-05 0.000103767 -9.98904e-07 -8.73758e-06 -4.08365e-05 -6.12493e-06 -5.74624e-05 0.000126046
internal_weight=0 3669 614 3055 2975 2914 2851 411 2440 561 458 401 348 103
internal_count=3753 3669 614 3055 2975 2914 2851 411 2440 561 458 401 348 103
is_linear=0
shrinkage=0.0995203


Tree=9917
num_leaves=18
num_cat=0
split_feature=8 8 10 10 4 4 3 3 4 3 0 8 3 4 1 5 8
split_gain=0.00145972 0.0145702 0.00188795 0.00040198 0.000321277 0.000491175 0.0010456 0.00176242 0.000857695 0.0007688 0.000470508 0.00031805 0.000273022 0.000493823 0.000421558 0.00050986 0.000242987
threshold=-0.091754999999999989 -0.092844999999999997 0.09056500000000002 0.085585000000000022 0.13707500000000003 0.09939000000000002 0.11523000000000001 0.10807500000000002 0.094025000000000011 0.13451500000000002 -0.071799999999999989 -0.094375000000000001 0.16149500000000003 0.13210500000000003 0.18123500000000006 -0.50393499999999991 -0.14546000000000001
decision_type=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 10 -8 -2 12 13 14 16 -16 -1
right_child=2 -3 -4 -5 -6 6 9 -9 -10 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=-2.8366873576966067e-05 -7.6043480836197581e-06 -0.0017078298802291236 0.00058951102580655798 -0.00025010755568895509 -0.0001860889621196129 0.0001038131793629129 -0.00033301240648787926 0.00079373104533275241 -0.00039304714400686892 0.00014206231020234681 9.6422485843967467e-05 -0.00023595983645148744 -0.00020606332273942572 0.00028253156603404037 3.6361078564527008e-05 -0.00039348385191055612 0.00013224518517036495
leaf_weight=176 1936 54 57 57 75 152 63 50 52 70 550 54 49 71 50 53 184
leaf_count=176 1936 54 57 57 75 152 63 50 52 70 550 54 49 71 50 53 184
internal_value=0 -0.00013823 2.18398e-05 1.07995e-05 1.61219e-05 2.16856e-05 0.000135073 0.000278638 6.39662e-06 -7.6818e-05 1.50811e-05 -3.88581e-06 1.62058e-05 3.81343e-05 0 -0.000176874 5.14498e-05
internal_weight=0 691 3062 3005 2948 2873 335 202 2538 133 2486 637 583 534 463 103 360
internal_count=3753 691 3062 3005 2948 2873 335 202 2538 133 2486 637 583 534 463 103 360
is_linear=0
shrinkage=0.0995203


Tree=9918
num_leaves=24
num_cat=0
split_feature=13 17 17 9 2 2 21 4 6 6 0 9 1 6 4 17 26 6 18 18 26 26 9
split_gain=0.00123808 0.000987068 0.00844283 0.000561386 0.000414053 0.00054813 0.00115228 0.000946761 0.00037881 0.000766441 0.00135089 0.000804139 0.000380612 0.000518635 0.000498803 0.000273658 0.000245765 0.000523264 0.000681492 0.00192498 0.000506406 0.000416614 0.000108776
threshold=0.089365000000000014 0.061900000000000018 0.070205000000000017 -0.25326499999999996 0.09556000000000002 0.12875500000000004 0.087785000000000016 0.11474000000000002 -0.094449999999999992 -0.104035 -0.098749999999999991 0.11351500000000002 0.059230000000000012 -0.068019999999999983 0.10724500000000002 -0.11045499999999998 0.097315000000000026 0.11816500000000002 -0.067359999999999989 -0.082019999999999996 0.088245000000000032 0.10439000000000002 0.10341500000000002
decision_type=2 2 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 8 6 15 -7 9 11 -11 -5 14 -14 -10 -6 17 18 19 -4 -20 -18 -23
right_child=-2 2 16 4 5 7 -8 -9 12 10 -12 -13 13 -15 -16 -17 21 -19 20 -21 -22 22 -24
leaf_value=-0.00030346129775928461 0.0005004285709128769 -0.0013131313457903236 -0.00021795694088799121 5.9060643993571246e-05 0.00026306241644899784 -0.00028112707071401905 -8.4248570142550139e-05 0.00022660916360825082 7.4180670634055088e-07 -0.00063064503940794782 1.3082587980996973e-05 -0.00035566213610358166 0.00044506489098693262 4.7032907526244271e-05 0.00024394431995675291 0.00063339552681836858 0.00033119086088487915 -0.00034647754369825497 -8.9860649314116218e-06 0.00062284343125791348 -0.00025035086879734384 -0.00012493682724222622 7.6274340294597441e-05
leaf_weight=54 47 54 52 325 49 68 58 78 1786 59 66 54 49 113 88 52 48 55 319 54 122 52 51
leaf_count=54 47 54 52 325 49 68 58 78 1786 59 66 54 49 113 88 52 48 55 319 54 122 52 51
internal_value=0 -1.33502e-05 -0.000110808 1.34968e-05 1.98006e-05 0.000129505 0.000257486 -4.26371e-06 6.30515e-06 -7.05101e-05 -0.000284208 0 2.57224e-05 0.000172479 1.2599e-05 0.000461834 -2.3498e-05 -5.28291e-05 -2.18066e-05 0.000202653 -7.76145e-05 8.80162e-05 -1.73602e-05
internal_weight=0 3706 807 2899 2845 305 159 146 2540 504 125 379 2036 162 1874 101 753 602 547 106 441 151 103
internal_count=3753 3706 807 2899 2845 305 159 146 2540 504 125 379 2036 162 1874 101 753 602 547 106 441 151 103
is_linear=0
shrinkage=0.0995203


Tree=9919
num_leaves=16
num_cat=0
split_feature=10 3 3 18 3 0 0 11 4 1 10 17 0 9 9
split_gain=0.00109241 0.00113612 0.00900947 0.000345973 0.000361532 0.000324445 0.000343157 0.000298618 0.000579107 0.000309345 0.000663927 0.000440492 0.000262258 0.000481359 0.000204733
threshold=0.09056500000000002 0.084855000000000028 0.084620000000000015 -0.010395 0.083955000000000016 -0.087394999999999987 -0.082885 -0.37931999999999999 0.14524000000000004 -0.50954999999999984 0.085585000000000022 -0.55286000000000002 -0.093765000000000001 0.083835000000000021 0.083325000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 12 -1 -7 -3 9 -9 11 -11 14 -14 -5
right_child=-2 7 -4 4 -6 6 -8 8 -10 10 -12 -13 13 -15 -16
leaf_value=-0.00027135230633376075 0.00034850606995215426 -0.00020785534454731584 -0.0013305364589853367 0 0.00026814453007889538 0.00017831997104863527 -0.00015663178392727158 0.00020627855963179504 0.00034359406687130289 0.00027716107073427737 -0.0003021753581313494 4.0979301494421327e-06 2.7013347961113164e-05 -0.00034585923802935199 0.00028310070132416616
leaf_weight=79 84 61 57 46 62 53 70 76 52 60 69 2776 115 47 46
leaf_count=79 84 61 57 46 62 53 70 76 52 60 69 2776 115 47 46
internal_value=0 -1.43048e-05 -0.000142855 -1.0584e-05 5.26866e-05 -0.000113614 -5.64747e-06 9.32093e-06 1.39587e-05 7.93399e-06 2.46314e-06 1.01637e-05 0 -7.61126e-05 0.000134285
internal_weight=0 3669 575 518 316 202 123 3094 3033 2981 2905 2836 254 162 92
internal_count=3753 3669 575 518 316 202 123 3094 3033 2981 2905 2836 254 162 92
is_linear=0
shrinkage=0.0995203


Tree=9920
num_leaves=23
num_cat=0
split_feature=20 1 1 3 4 26 3 3 1 26 10 19 10 1 25 3 36 3 3 2 2 3
split_gain=0.00298553 0.00850855 0.0285958 0.00267822 0.0141633 0.00192636 0.0101767 0.00225171 0.00187637 0.00245391 0.000673137 0.000572061 0.000569558 0.000537255 0.000504269 0.000476172 0.000436995 0.000397535 0.000310321 0.000251514 0.000564546 0.000351634
threshold=-0.076005000000000003 0.066150000000000028 0.15756500000000004 0.07728500000000002 0.10386500000000003 0.10304500000000003 0.089005000000000015 0.14530500000000005 -0.083284999999999984 0.11215000000000001 0.090150000000000022 -0.010815 0.086175000000000015 0.05340000000000001 0.08760500000000003 0.11275500000000002 0.087940000000000018 0.092735000000000026 0.10648500000000002 -0.078994999999999996 -0.01504 0.097255000000000022
decision_type=2 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 -2 10 -7 8 -8 -10 12 -1 14 15 17 19 -6 -5 -4 21 -21 -13
right_child=3 2 18 5 16 6 7 -9 9 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.00033842682299674455 0.0019276406280746164 -0.00285809213798009 -0.00013428465642768779 3.5366541962760728e-05 -0.00027991508771361295 0.001617567066740135 -0.00054403999476071983 0.00071706890999562005 0.00071927968260825082 -2.8344001897201077e-05 -0.00035554925770417449 -4.0698062183645686e-05 0.00036033311733065496 0.00032852298251429251 0.00032772185425809346 0.00021298964318313874 8.1697070187180341e-05 -5.5499713845100718e-05 0.00018393098678046879 0.00024491547246332433 -8.4569853343216208e-05 -0.00033437334222897504
leaf_weight=46 47 47 55 1151 62 47 55 48 51 284 50 377 46 53 47 91 66 813 65 91 114 47
leaf_count=46 47 47 55 1151 62 47 55 48 51 284 50 377 46 53 47 91 66 813 65 91 114 47
internal_value=0 -0.00012958 -0.000777009 7.19973e-05 0.000449351 4.62043e-05 0.000225065 7.37719e-05 -3.30417e-06 8.30298e-05 4.64472e-06 1.43653e-06 1.3798e-05 2.27203e-05 5.46423e-06 0 -8.70633e-05 -1.83083e-06 3.12603e-05 -3.05739e-05 5.76962e-05 -7.51824e-05
internal_weight=0 986 167 2767 175 2592 485 438 390 335 2107 819 2057 773 2011 720 128 1964 120 629 205 424
internal_count=3753 986 167 2767 175 2592 485 438 390 335 2107 819 2057 773 2011 720 128 1964 120 629 205 424
is_linear=0
shrinkage=0.0995203


Tree=9921
num_leaves=12
num_cat=0
split_feature=28 18 29 1 1 2 21 23 1 3 6
split_gain=0.0096872 0.00615041 0.00131802 0.00165996 0.0115937 0.0237417 0.000925109 0.00055076 0.000500799 0.000239506 0.00039091
threshold=0.083225000000000021 0.26473000000000008 0.12330000000000002 0.05340000000000001 0.067120000000000027 -0.079739999999999991 0.13042000000000004 -0.046924999999999994 0.039665000000000013 0.14530500000000005 0.11345500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -5 7 -6 9 10 -1
right_child=-2 -3 -4 4 6 -7 -8 -9 -10 -11 -12
leaf_value=4.4556321777764458e-06 0.0011684185640689268 0.00089281082796532213 0.00049334114068451927 -0.0027459183157034772 -0.00028560421668583357 5.3308159308702737e-05 0.00036789757668625117 8.0762227613507442e-06 0.00031931750344739516 0.00018403210818017246 -0.00013553455055042738
leaf_weight=2483 71 74 48 49 72 76 65 485 49 67 214
leaf_count=2483 71 74 48 49 72 76 65 485 49 67 214
internal_value=0 -5.03423e-06 -2.36759e-05 -3.08769e-05 -0.000162777 -0.00103744 1.1683e-05 -2.84164e-05 3.85862e-06 -1.43765e-06 -6.3487e-06
internal_weight=0 3682 3608 3560 747 125 622 557 2813 2764 2697
internal_count=3753 3682 3608 3560 747 125 622 557 2813 2764 2697
is_linear=0
shrinkage=0.0995203


Tree=9922
num_leaves=14
num_cat=0
split_feature=28 18 4 5 17 5 23 9 26 9 3 3 3
split_gain=0.0078533 0.00498584 0.00158866 0.00137345 0.011684 0.0205759 0.000634681 0.000808004 0.000332498 0.000400433 0.000264958 0.000757846 0.00072396
threshold=0.083225000000000021 0.26473000000000008 0.15221500000000004 -0.093384999999999982 -0.0090649999999999984 -0.13803499999999999 -0.046924999999999994 0.11351500000000002 -0.22971 0.088610000000000008 0.11125500000000002 0.10871500000000002 0.11360500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8 9 -5 11 -10 -12
right_child=-2 -3 -4 8 6 -7 7 -9 10 -11 12 -13 -14
leaf_value=0.00019270940490781556 0.0010521372827273843 0.00080395807718198456 0.00050875110134645054 2.339919895726785e-05 -0.00029382408815577905 -0.0026385527890258492 -1.1259910759824764e-05 0.00035135084882393616 8.6213404558595502e-06 -0.00036457950952093837 0.00042688108323721377 -0.00034712481416989056 3.158387065952529e-05
leaf_weight=53 71 74 55 46 69 48 632 67 2121 52 54 61 350
leaf_count=53 71 74 55 46 69 48 632 67 2121 52 54 61 350
internal_value=0 -4.40046e-06 -2.12068e-05 -2.96409e-05 -0.00013842 -0.00114474 -5.01252e-06 2.23257e-05 5.27348e-06 -0.000174114 1.23882e-05 -9.48735e-07 8.6447e-05
internal_weight=0 3682 3608 3553 869 101 768 699 2684 98 2586 2182 404
internal_count=3753 3682 3608 3553 869 101 768 699 2684 98 2586 2182 404
is_linear=0
shrinkage=0.0995203


Tree=9923
num_leaves=23
num_cat=0
split_feature=8 8 2 21 21 26 21 10 21 0 23 4 2 21 0 0 0 17 17 1 4 5
split_gain=0.00557062 0.0267512 0.026173 0.00184709 0.0251274 0.00178155 0.00107092 0.000793754 0.000713694 0.0010373 0.000618479 0.000799293 0.00195752 0.000464717 0.000331941 0.000649248 0.00027474 0.000246785 0.000231922 0.000242958 0.000270772 0.000248713
threshold=-0.10337499999999999 -0.13559999999999997 -0.080695000000000003 0.091325000000000031 0.09266000000000002 0.15222000000000005 0.094640000000000016 0.090150000000000022 0.10237500000000002 -0.097424999999999998 -0.046924999999999994 0.10696000000000003 -0.032624999999999994 0.088880000000000028 -0.051394999999999996 -0.068604999999999985 -0.084369999999999987 -0.10071499999999999 0.12439000000000001 0.41379000000000005 0.11762500000000002 -0.086109999999999992
decision_type=2 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 -5 7 -6 10 9 -8 -2 13 -13 -12 15 -10 -11 -1 19 20 21 -19
right_child=3 2 -4 4 6 -7 8 -9 14 16 11 12 -14 -15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.00013049174887189448 -0.00034763065572906266 0.003536039923212005 0.00015928406782145981 -0.0023471359609315069 0.00039818290855136627 0.00055037343556349093 -0.00061642344156271831 -0.00038033626221756418 2.2444436905524997e-05 0.00010918658126803199 -1.4347789876126318e-05 0.00074391127991533157 4.6430580486910035e-06 0.00019825345881919302 0.00018148862866604657 -0.00028665201126512629 -0.00020816047790490137 0 8.4223826629427706e-05 -0.00027755548483938231 0.00012548939751024573 -0.00029312789325449903
leaf_weight=69 48 46 46 49 56 59 50 54 358 48 2053 50 130 107 85 82 57 60 65 72 54 55
leaf_count=69 48 46 46 49 56 59 50 54 358 48 2053 50 130 107 85 82 57 60 65 72 54 55
internal_value=0 0.000335681 0.00185656 -3.15763e-05 -0.000164818 9.9176e-06 -1.84154e-05 -2.80488e-06 -5.39273e-05 -0.000241583 5.38946e-06 1.29807e-05 0.000214543 -3.43716e-06 0 -3.32994e-05 -5.52911e-05 -3.52591e-05 -7.53095e-05 -0.000121734 -5.05045e-05 -0.000140264
internal_weight=0 467 92 3286 785 2501 736 2442 680 155 2388 2340 180 2160 525 440 105 375 306 241 169 115
internal_count=3753 467 92 3286 785 2501 736 2442 680 155 2388 2340 180 2160 525 440 105 375 306 241 169 115
is_linear=0
shrinkage=0.0995203


Tree=9924
num_leaves=9
num_cat=0
split_feature=28 18 10 17 18 6 23 5
split_gain=0.000655363 0.000681872 0.00051321 0.000698077 0.000835269 0.000402104 0.000386523 0.000430075
threshold=0.080375000000000016 0.24916000000000005 0.090150000000000022 -0.55754499999999996 -0.087529999999999983 0.23153500000000005 0.086650000000000019 -0.0078499999999999976
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5
right_child=-2 -3 -4 5 -6 -7 -8 -9
leaf_value=0 -0.00028372918270482792 -0.00026791478841924022 -0.00023768074724773216 3.5886144587410961e-05 0.00057996318613485684 0.00027721814986979157 -0.00025121708519248548 -3.8361164370778653e-05
leaf_weight=48 81 90 81 2053 47 54 58 1233
leaf_count=48 81 90 81 2053 47 54 58 1233
internal_value=0 2.32783e-06 9.3621e-06 1.53252e-05 0.00028165 7.63846e-06 3.0404e-06 7.77733e-06
internal_weight=0 3664 3574 3493 95 3398 3344 3286
internal_count=3745 3664 3574 3493 95 3398 3344 3286
is_linear=0
shrinkage=0.0995203


Tree=9925
num_leaves=17
num_cat=0
split_feature=28 18 1 26 17 17 21 1 1 1 5 3 5 8 1 8
split_gain=0.000531234 0.000552772 0.000421622 0.0012652 0.000587135 0.00187561 0.00075208 0.000533638 0.000499325 0.000450611 0.000384429 0.000414097 0.000399275 0.000380564 0.000933703 0.000752747
threshold=0.080375000000000016 0.24916000000000005 -0.083284999999999984 0.11023000000000002 -0.010655 -0.019465 -0.084204999999999988 -0.085014999999999993 -0.082039999999999988 -0.078954999999999984 -0.0087549999999999989 0.10669500000000003 -0.011764999999999999 -0.090274999999999994 -0.076329999999999995 -0.093384999999999982
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 6 -4 10 -6 -8 12 -12 -1 15 -15 -10
right_child=-2 -3 4 -5 8 -7 9 -9 13 -11 11 -13 -14 14 -16 -17
leaf_value=-6.9231192311066631e-07 -0.00025549244721374961 -0.0002412519414887185 0.00037559488362408231 -0.00045573192767440687 -0.00031224279410667415 0.00055088934697627219 -0.00021359743417331543 0.00027272801244715298 -1.1851653962209916e-05 4.4723734665563233e-05 -0.0001194571726726904 9.1800054444832698e-05 0.00029728275350504829 0.00027354553011575136 -2.1079741596290811e-06 -0.00035981133925798778
leaf_weight=169 81 90 65 70 52 80 72 59 319 837 484 109 58 138 984 78
leaf_count=169 81 90 65 70 52 80 72 59 319 837 484 109 58 138 984 78
internal_value=0 2.03808e-06 8.39363e-06 -4.81321e-05 2.91409e-05 8.66776e-05 4.77089e-05 -1.47411e-05 -8.94005e-06 2.33621e-05 -3.64232e-05 -7.92453e-05 7.18361e-05 9.0401e-07 3.10663e-05 -8.22786e-05
internal_weight=0 3664 3574 949 2625 1054 974 879 1571 909 820 593 227 1519 1122 397
internal_count=3745 3664 3574 949 2625 1054 974 879 1571 909 820 593 227 1519 1122 397
is_linear=0
shrinkage=0.0995203


Tree=9926
num_leaves=8
num_cat=0
split_feature=2 18 28 10 2 23 6
split_gain=0.000444989 0.000443259 0.000464853 0.000401309 0.000956511 0.000335254 0.00029049
threshold=-0.24206999999999998 0.24916000000000005 0.080375000000000016 0.090150000000000022 -0.22383 0.086650000000000019 0.23153500000000005
decision_type=2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6
right_child=1 -3 -4 -5 5 -7 -8
leaf_value=-0.00030413805603840246 0.00046339114321329236 -0.00021724237082272266 -0.00023669127920118542 -0.00020921723842454076 1.1006553441558396e-05 -0.00022566721000073122 0.00024469928559303769
leaf_weight=48 47 90 76 79 3293 58 54
leaf_count=48 47 90 76 79 3293 58 54
internal_value=0 6.60875e-07 6.32484e-06 1.17873e-05 1.70822e-05 1.06812e-05 1.50215e-05
internal_weight=0 3697 3607 3531 3452 3405 3347
internal_count=3745 3697 3607 3531 3452 3405 3347
is_linear=0
shrinkage=0.0995203


Tree=9927
num_leaves=15
num_cat=0
split_feature=2 17 17 28 1 9 9 1 6 6 6 23 2 1
split_gain=0.000360762 0.00078978 0.000905061 0.000332916 0.000288386 0.00119276 0.00333594 0.000645313 0.00051612 0.00308559 0.000858196 0.000372326 0.000367305 0.000243268
threshold=-0.24206999999999998 -0.55754499999999996 -0.57205499999999987 0.080375000000000016 -0.083284999999999984 0.091965000000000033 0.096305000000000016 -0.085014999999999993 0.091615000000000016 0.093245000000000022 0.090460000000000026 0.086650000000000019 -0.08569499999999998 -0.072579999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 12 10 -10 11 -6 -3 -11
right_child=1 3 -4 -5 8 6 -8 -9 9 13 -12 -13 -14 -15
leaf_value=-0.00027387015676979805 -4.0315742125931955e-06 -0.00011122871630275137 0.00057642811211898123 -0.00021313572316039809 9.2092660591500543e-06 -0.0010115974192585165 4.3047805321526726e-05 0.00029781017554871909 0.00088165692772498513 0.00013053582305055797 -0.00039922699091534894 -0.00026824062844004392 3.5146073278572255e-05 -2.1770484929735151e-05
leaf_weight=48 51 317 50 76 2041 46 80 64 46 150 54 49 354 319
leaf_count=48 51 317 50 76 2041 46 80 64 46 150 54 49 354 319
internal_value=0 5.51021e-07 0.00027522 -6.93589e-06 -2.25128e-06 -5.25092e-05 -0.000335485 -2.88528e-06 1.37147e-05 0.000103285 -7.41883e-06 2.31277e-06 -3.27856e-05 2.51961e-05
internal_weight=0 3697 101 3596 3520 861 126 735 2659 515 2144 2090 671 469
internal_count=3745 3697 101 3596 3520 861 126 735 2659 515 2144 2090 671 469
is_linear=0
shrinkage=0.0995203


Tree=9928
num_leaves=24
num_cat=0
split_feature=27 2 5 1 8 8 21 2 3 18 17 8 18 18 22 6 1 26 26 21 2 27 8
split_gain=0.00953381 0.0299575 0.00208166 0.00912135 0.00105231 0.0108742 0.000716882 0.000600635 0.000974373 0.000932802 0.000524387 0.000484077 0.000432907 0.000396158 0.000337605 0.0010543 0.000321427 0.000269057 0.000393954 0.000534607 0.000254939 0.000541701 0.000207516
threshold=0.084940000000000029 -0.11700999999999999 -0.09583499999999999 -0.081889999999999991 -0.085764999999999994 -0.086304999999999993 0.14299000000000003 -0.012154999999999999 0.087045000000000025 -0.091109999999999983 -0.0030799999999999998 -0.086914999999999992 0.10361000000000002 0.092545000000000016 0.088845000000000021 -0.098424999999999999 -0.080689999999999998 0.10439000000000002 0.087675000000000017 -0.080214999999999995 -0.037414999999999997 0.11129500000000002 -0.089304999999999995
decision_type=2 2 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 11 7 14 -9 -10 -5 12 13 -4 15 -6 -14 18 19 -12 -3 22 -22
right_child=1 20 4 10 6 -7 -8 8 9 -11 17 -13 16 -15 -16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.0014775606943683455 -0.0023551777080358192 0.00012605089757048457 -5.7850355467757006e-06 0.00032154160701525301 -0.0004808000310357692 -0.0015907933867963134 -0.00036749924597144284 0.0004719083852500879 -0.00028114159374368583 0.00021670284363888636 -0.00029728662319728497 -0.00033118560097782193 -1.650052671106256e-05 0.00025005213497647868 0.0002382268509677122 -6.7779949345649318e-06 -0.00037701681868947378 -0.00014755219307661349 0.00024662689764532684 5.141380634667486e-05 -0.00014935738131523378 -0.00040593550160910252 7.6854327946018235e-05
leaf_weight=48 72 54 417 66 48 48 52 69 61 95 49 51 58 69 51 1624 50 77 85 380 71 48 89
leaf_count=48 72 54 417 66 48 48 52 69 61 95 49 51 58 69 51 1624 50 77 85 380 71 48 89
internal_value=0 -0.000556932 5.28153e-08 0.000152532 -3.95608e-05 -0.000145269 -2.52373e-06 6.79871e-06 0.000159995 1.67853e-05 5.44805e-05 -3.64254e-05 -9.73951e-06 2.88531e-05 -1.27315e-05 -2.08759e-05 -0.000190986 2.32713e-05 5.04543e-05 9.6773e-06 -5.96331e-05 -0.000111775 -1.84107e-05
internal_weight=0 334 3398 705 2693 693 2000 1948 225 156 657 645 594 486 1723 1672 108 591 514 429 262 208 160
internal_count=3732 334 3398 705 2693 693 2000 1948 225 156 657 645 594 486 1723 1672 108 591 514 429 262 208 160
is_linear=0
shrinkage=0.0995203


Tree=9929
num_leaves=17
num_cat=0
split_feature=28 1 1 26 1 26 6 11 2 2 3 2 2 0 3 26
split_gain=0.0123307 0.00255984 0.0118809 0.0102573 0.0073775 0.000431175 0.000850962 0.000750456 0.000377958 0.000536998 0.000419881 0.000339296 0.000520394 0.000472599 0.000585609 0.000314398
threshold=0.083225000000000021 -0.083284999999999984 -0.084514999999999993 -0.097259999999999999 -0.081889999999999991 -0.23202999999999999 -0.080534999999999995 -0.23667999999999997 -0.086304999999999993 -0.087359999999999993 0.087825000000000028 -0.08569499999999998 -0.086414999999999992 -0.087504999999999986 0.087495000000000031 0.087525000000000019
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 -7 9 -9 -10 12 15 -13 -15 -5
right_child=-2 4 -4 11 5 7 -8 8 10 -11 -12 13 -14 14 -16 -17
leaf_value=-0.0014879839907889257 -0.0013438660816725329 0.00093810331769288613 -0.0015644897418395415 -8.8390416349908095e-05 -0.00050963493053411072 0.00038309000794881657 7.9853235693508285e-05 4.1142641130678631e-05 -0.0001005557484284831 0.00038493824760401783 7.6043269132574403e-06 -0.00022002953335374716 -0.00036647688204696587 0.00026348341888533577 9.3939272948560488e-06 9.3254362688288499e-05
leaf_weight=48 71 86 56 243 47 52 46 323 453 54 1604 49 48 145 255 152
leaf_count=48 71 86 56 243 47 52 46 323 453 54 1604 49 48 145 255 152
internal_value=0 -1.92886e-05 -0.000155552 -7.07439e-05 3.13303e-05 7.7537e-07 -0.000209258 8.9619e-06 6.3269e-07 9.2558e-05 -1.58171e-05 4.60242e-06 -5.61966e-05 6.64122e-05 0.000103548 -1.64192e-05
internal_weight=0 3661 996 940 2665 2579 93 2486 2434 377 2057 892 443 449 400 395
internal_count=3732 3661 996 940 2665 2579 93 2486 2434 377 2057 892 443 449 400 395
is_linear=0
shrinkage=0.0995203


Tree=9930
num_leaves=26
num_cat=0
split_feature=27 4 8 8 0 8 8 1 18 9 9 10 8 7 1 18 3 18 0 8 6 3 27 8 0
split_gain=0.00714127 0.0489901 0.00110889 0.00474924 0.00979375 0.0028184 0.0118668 0.000872163 0.000643215 0.000587895 0.000557211 0.000498778 0.000492732 0.000419337 0.000594627 0.00034862 0.000283271 0.000281109 0.000276434 0.000276302 0.000282315 0.000245112 0.000209988 0.000178894 0.000393954
threshold=0.084940000000000029 0.081905000000000019 -0.088429999999999995 -0.092094999999999996 -0.088594999999999993 -0.085764999999999994 -0.086254999999999984 -0.010395 -0.0032949999999999998 0.084515000000000021 -0.093949999999999992 0.090150000000000022 -0.094375000000000001 0.078295000000000017 0.41897000000000012 0.090285000000000018 0.08802500000000002 0.10015500000000002 -0.059114999999999994 -0.090440000000000006 -0.242115 0.10174000000000002 0.092320000000000027 -0.49499500000000002 -0.13417999999999999
decision_type=2 2 2 2 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 7 9 -6 -4 -7 13 15 14 -12 23 -11 -17 19 22 -21 -19 -3 -1 -25
right_child=1 18 5 4 8 10 -8 -9 -10 16 11 -13 -14 -15 -16 17 -18 21 -20 20 -22 -23 -24 24 -26
leaf_value=-6.2298785830864687e-05 -0.0034951853797824946 -8.0153061057302067e-05 -0.0004435011762905496 0.0017925029970472836 0.00037990823893339844 -0.00031840332428892263 -0.0017698150808224172 0.00027752393098335682 -6.281273549477589e-05 -0.00017443817367069321 1.8617488975771045e-05 -0.00028700574222019184 -0.0002877362859716026 -0.00025145502799035649 0.0003207945291349255 -0.00032235473488233105 0.00016169888170799977 -0.00015187299121199887 0.00016964552207088225 -0.00035267017839166995 -1.4106412726362464e-05 0.00013907462281759404 0.00019370925361273376 0.00029099389230051193 1.6590856538391418e-05
leaf_weight=79 46 51 48 47 53 51 47 66 78 53 2174 53 65 54 67 47 46 68 73 47 62 48 55 78 176
leaf_count=79 46 51 48 47 53 51 47 66 78 53 2174 53 65 54 67 47 46 68 73 47 62 48 55 78 176
internal_value=0 -0.000479333 2.70671e-06 0.000110765 0.000558896 -2.70174e-05 -0.000338307 -1.85912e-05 0.000110054 -0.00015711 6.37846e-06 1.37816e-05 -2.99633e-05 2.10846e-05 2.80171e-05 2.16699e-06 -9.98433e-06 -0.000115353 0 -5.44304e-05 -0.000167603 -2.44237e-05 5.42224e-05 6.21499e-05 0.000104079
internal_weight=0 334 3398 739 178 2659 260 213 131 147 2399 2348 561 2295 2241 496 99 163 288 215 109 116 106 333 254
internal_count=3732 334 3398 739 178 2659 260 213 131 147 2399 2348 561 2295 2241 496 99 163 288 215 109 116 106 333 254
is_linear=0
shrinkage=0.0995203


Tree=9931
num_leaves=18
num_cat=0
split_feature=3 2 10 3 9 3 17 21 30 5 17 9 8 9 9 8 17
split_gain=0.00615056 0.0190718 0.030953 0.00405389 0.012007 0.00468509 0.00859353 0.000558546 0.000251692 0.000369656 0.00182356 0.000262114 0.000195376 0.00082931 0.000490854 0.000366889 0.00024285
threshold=0.084235000000000018 -0.10598499999999998 0.078875000000000015 0.084855000000000028 0.084915000000000032 0.08544000000000003 -0.012754999999999999 0.16638500000000003 0.11592000000000002 -0.10123 -1.0000000180025095e-35 0.084055000000000032 -0.08569499999999998 0.083715000000000026 0.083715000000000026 -0.01187 -0.041415
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 6 -5 8 9 10 -7 -11 14 15 16 -14 -3
right_child=3 12 -4 5 -6 7 -8 -9 -10 11 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.0034159206602234816 -0.00012484074167045655 7.6046879400908251e-05 7.3718408360101649e-05 0.00013403098413947181 0.0018517135465876714 0.0006615298904137397 -0.0016149144728962285 -0.00030165911955272896 -0.00020424154313358886 6.6545675039830966e-05 3.7248084788929987e-05 -1.4107449482741377e-05 0.0002555693486620146 -0.00039043982615918834 0.00026943637956782537 -8.9517299622481614e-05 -0.0002176402609871203
leaf_weight=48 88 46 52 61 46 51 50 55 49 511 557 1804 49 67 60 77 61
leaf_count=48 88 46 52 61 46 51 50 55 49 511 557 1804 49 67 60 77 61
internal_value=0 -0.000377073 -0.00159312 1.13831e-05 0.000547569 -1.12524e-05 -0.000646408 1.17683e-05 1.7844e-05 2.1847e-05 9.09603e-05 3.34185e-06 -3.70069e-05 -0.00010637 3.82532e-05 3.81861e-05 -8.37316e-05
internal_weight=0 460 100 3272 134 3138 111 3027 2972 2923 608 2315 360 193 167 126 107
internal_count=3732 460 100 3272 134 3138 111 3027 2972 2923 608 2315 360 193 167 126 107
is_linear=0
shrinkage=0.0995203


Tree=9932
num_leaves=19
num_cat=0
split_feature=28 3 3 2 2 3 1 4 22 4 27 19 1 4 4 21 2 8
split_gain=0.00947162 0.00417904 0.00888659 0.00387305 0.0263389 0.0366635 0.00111937 0.000645781 0.000843577 0.000832576 0.000617688 0.000544142 0.000545956 0.000474974 0.000556525 0.000536536 0.000361077 0.000542652
threshold=0.080375000000000016 0.087925000000000017 0.087745000000000031 -0.083589999999999984 -0.082174999999999984 0.085295000000000024 0.51334500000000016 0.13271500000000006 0.12975500000000004 0.14068000000000006 0.078330000000000025 -0.10411999999999999 -0.082849999999999993 0.086105000000000029 0.10459000000000003 0.08708500000000001 -0.084385000000000002 -0.086404999999999996
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 5 -5 7 8 11 -9 16 -3 -13 15 -15 -6 17 -1
right_child=-2 6 -4 4 13 -7 -8 9 -10 -11 -12 12 -14 14 -16 -17 -18 -19
leaf_value=-0.00018856435410260819 0.0010362524304617098 0.00033539849137246566 -0.0015419401550824587 -0.003857800602198886 0 0 0.0004208465475372188 -0.00047562988615603308 0.0004469947552948561 2.0003641084310039e-05 0.00038352263395066607 0.00010638823278393431 -1.413874830174086e-05 -0.00043831152745479792 -2.909997724371537e-05 0.00036719723693869917 0.00025802071435285099 4.5381832336470571e-05
leaf_weight=137 82 53 47 46 240 52 70 59 47 71 47 474 1705 47 127 48 51 339
leaf_count=137 82 53 47 46 240 52 70 59 47 71 47 474 1705 47 127 48 51 339
internal_value=0 -4.50506e-05 -0.000199208 -0.000142835 -0.000329193 -0.00181118 2.80601e-05 1.63068e-05 2.89272e-05 -0.000198641 3.75512e-05 1.9757e-05 1.17039e-05 -1.30609e-05 -0.000144339 6.34106e-05 5.14267e-06 -2.02316e-05
internal_weight=0 3660 1181 1134 560 98 2479 2409 2279 130 574 2232 2179 462 174 288 527 476
internal_count=3742 3660 1181 1134 560 98 2479 2409 2279 130 574 2232 2179 462 174 288 527 476
is_linear=0
shrinkage=0.0995203


Tree=9933
num_leaves=20
num_cat=0
split_feature=28 17 17 6 6 18 3 18 26 26 6 0 0 0 26 3 3 0 2
split_gain=0.00767918 0.00441764 0.0340208 0.0805268 0.00112958 0.00053651 0.00151652 0.000443226 0.000516068 0.00109427 0.00141286 0.000569736 0.00166161 0.000395527 0.000360354 0.000625364 0.000523237 0.000441503 0.00066174
threshold=0.080375000000000016 0.048755000000000014 0.067035000000000025 0.089810000000000015 -0.425425 0.15374500000000005 0.10871500000000002 0.10698500000000001 -0.126245 -0.2382 -0.060679999999999998 -0.081424999999999984 -0.082404999999999992 -0.069824999999999984 0.089725000000000013 0.092635000000000023 0.095490000000000019 -0.075709999999999986 -0.084804999999999992
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 -4 7 -7 8 9 -1 -11 12 -10 -13 17 -16 -17 18 -6
right_child=-2 2 4 -5 14 6 -8 -9 11 10 -12 13 -14 -15 15 16 -18 -19 -20
leaf_value=-9.6382038177117283e-05 0.00093312445131231512 -0.0050670827400419033 0.00049520120407464262 0.00014919339649148257 -8.5875560055458119e-05 9.3909562819004792e-05 -0.00060657663141834323 0.00027175179959101263 2.2762792214257594e-05 0.00079568517684267144 5.4074432710059386e-06 -0.00011793881118540557 0.00045097916763387413 6.198285738608689e-06 -0.00034596576943674365 0.00026977222832479011 -9.4352240895873772e-05 -0.00014295480327730802 0.00021097525592276282
leaf_weight=69 82 46 46 80 112 75 50 74 1291 48 46 425 97 604 75 50 176 91 205
leaf_count=69 82 46 46 80 112 75 50 74 1291 48 46 425 97 604 75 50 176 91 205
internal_value=0 -4.04841e-05 -0.000234748 -0.00174867 1.68214e-05 2.0807e-05 -0.000179736 3.05608e-05 2.33256e-05 0.000195039 0.000417663 1.14068e-05 5.32784e-05 -4.42776e-05 -1.30613e-05 -9.65609e-05 -1.01715e-05 4.65336e-05 0.000103512
internal_weight=0 3660 881 126 755 2779 125 2654 2580 163 94 2417 1388 1029 709 301 226 408 317
internal_count=3742 3660 881 126 755 2779 125 2654 2580 163 94 2417 1388 1029 709 301 226 408 317
is_linear=0
shrinkage=0.0995203


Tree=9934
num_leaves=23
num_cat=0
split_feature=26 8 17 17 2 2 10 10 18 1 1 17 1 8 8 8 5 1 26 5 17 3
split_gain=0.00638773 0.00979068 0.00407889 0.0271591 0.068868 0.00103902 0.000496687 0.000635408 0.000497275 0.000670208 0.000453073 0.000714407 0.000497537 0.00023708 0.000888818 0.000765632 0.000454263 0.000576302 0.00039714 0.00108494 0.000969906 8.52104e-05
threshold=-0.16205499999999998 0.0051800000000000014 0.048755000000000014 0.067035000000000025 -0.078914999999999999 -0.049174999999999996 0.090150000000000022 0.086275000000000018 0.15374500000000005 -0.057259999999999998 -0.50597999999999999 -0.14679499999999998 -0.14482999999999999 -0.081174999999999983 -0.078704999999999997 -0.084674999999999986 -0.48081999999999997 -0.081594999999999987 0.096980000000000025 -0.049719999999999993 0.40441500000000008 0.090205000000000021
decision_type=2 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 -4 -3 7 8 10 -10 11 -2 -12 15 -15 16 -5 -18 20 -20 -16 -17
right_child=2 5 3 13 -6 -7 -8 -9 9 -11 12 -13 -14 14 18 21 17 -19 19 -21 -22 -23
leaf_value=0.0018175944600548918 -0.00047443590715257473 -9.0526380050233993e-05 -0.0046530343839576082 0.00022744463884804623 0.00018144935305218355 0.00048811775670720752 -0.00027146981138741482 0.0003718335163177639 1.2404753676909576e-05 -0.00047864640552322199 0.00018864284629819576 4.7508962004111672e-05 1.7478505127875591e-05 -0.00043716478488869156 -0.00011376982742976427 0.00017322377711777024 0.00014285764104847313 -0.00019438261856414917 0.00018698085667114304 -0.00041534549128941395 0.00035275681798686284 0.0004138604457429335
leaf_weight=46 46 81 46 55 79 48 59 50 59 47 184 54 2220 53 92 46 70 162 53 64 82 46
leaf_count=46 46 81 46 55 79 48 59 50 59 47 184 54 2220 53 92 46 70 162 53 64 82 46
internal_value=0 0.000569751 -4.59504e-05 -0.000236564 -0.00159109 0.000118437 1.31972e-05 1.9819e-05 1.27617e-05 -0.000197603 2.19939e-05 -0.0001844 3.09198e-05 -1.24668e-06 -6.21588e-05 5.18804e-05 -2.55862e-05 -8.91005e-05 3.32812e-06 -0.0001355 0.000101383 0.00030244
internal_weight=0 175 3567 848 125 129 2719 2660 2610 106 2504 100 2404 723 344 379 287 232 291 117 174 92
internal_count=3742 175 3567 848 125 129 2719 2660 2610 106 2504 100 2404 723 344 379 287 232 291 117 174 92
is_linear=0
shrinkage=0.0995203


Tree=9935
num_leaves=24
num_cat=0
split_feature=28 3 17 9 26 0 17 17 17 2 9 1 8 3 9 17 18 26 17 2 0 4 9
split_gain=0.00593466 0.0031706 0.0179072 0.0332455 0.000983972 0.00152463 0.000800747 0.00696917 0.000926732 0.000811212 0.000463953 0.00103811 0.000683369 0.000414438 0.00138863 0.000719429 0.000360734 0.000630805 0.000770838 0.000555994 0.000764737 0.000154552 0.000235591
threshold=0.080375000000000016 0.084895000000000012 0.052150000000000009 0.083715000000000026 -0.23033499999999998 -0.071484999999999993 0.066010000000000027 0.084010000000000015 0.033280000000000011 -0.077604999999999993 0.08951000000000002 0.0052600000000000017 -0.081174999999999983 0.091405000000000028 0.091690000000000021 0.006145000000000002 -0.010395 0.084100000000000022 -0.068169999999999994 -0.084869999999999987 -0.087394999999999987 0.12631500000000004 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
left_child=1 2 16 -4 5 -3 8 -8 13 -10 12 -12 -9 14 -6 -15 19 21 -19 20 -1 22 -18
right_child=-2 4 3 -5 6 -7 7 10 9 -11 11 -13 -14 15 -16 -17 17 18 -20 -21 -22 -23 -24
leaf_value=-0.0002645674130681429 0.0008218017365895535 9.508000141504197e-06 0.0002187554352333563 -0.0033525931279358842 2.0420897187046367e-05 0.00073588811882005056 -0.0012194469850126644 0.00018405189884195604 0.00046979954891658788 0 -7.960692943772036e-06 -0.00050801023663337678 -0.00014437125438626915 -1.6828702749781055e-05 0.00049201860969563707 -0.0004116302070854367 0 -4.3569307705018904e-05 0.0004380791801675139 -0.00030768634028757828 0.00023338852267101273 7.0964581533734301e-05 -0.00029498512639107279
leaf_weight=51 82 82 55 48 876 46 51 204 83 70 252 50 88 1141 67 48 61 52 78 78 75 58 46
leaf_count=51 82 82 55 48 876 46 51 204 83 70 252 50 88 1141 67 48 61 52 78 78 75 58 46
internal_value=0 -3.40956e-05 -0.0002429 -0.00143762 6.74213e-06 0.000276947 -4.78263e-06 -0.000102936 2.25655e-05 0.000259267 -5.69586e-06 -9.34611e-05 8.22715e-05 5.1949e-06 5.4796e-05 -3.34554e-05 2.06391e-06 7.40233e-05 0.000239123 -9.79821e-05 2.53379e-05 -5.10937e-05 -0.000124907
internal_weight=0 3660 602 103 3058 128 2930 645 2285 153 594 302 292 2132 943 1189 499 295 130 204 126 165 107
internal_count=3742 3660 602 103 3058 128 2930 645 2285 153 594 302 292 2132 943 1189 499 295 130 204 126 165 107
is_linear=0
shrinkage=0.0995203


Tree=9936
num_leaves=22
num_cat=0
split_feature=20 20 11 17 1 5 9 9 0 5 17 20 0 18 20 26 18 20 26 9 8
split_gain=0.00299272 0.0345453 0.000629746 0.000539522 0.000632743 0.00107343 0.000668058 0.00169361 0.000692391 0.000523297 0.000668554 0.000399866 0.000509249 0.000341362 0.000292083 0.00057726 0.000533483 0.00027178 0.00025423 0.000452102 0.000253533
threshold=-0.080384999999999998 -0.081114999999999993 0.090100000000000027 -0.467555 0.054560000000000004 0.2686150000000001 0.11408000000000003 0.10263500000000002 -0.13417999999999999 -0.085034999999999986 0.0053950000000000014 -0.081689999999999999 -0.19631499999999999 0.19545000000000004 -0.073314999999999991 0.084355000000000027 -0.060544999999999995 -0.08237499999999999 -0.22491999999999998 0.089645000000000016 -0.078704999999999997
decision_type=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 14 5 9 7 8 -6 10 -5 12 -1 -11 -2 16 -16 18 -14 -20 -17
right_child=2 -3 -4 4 6 -7 -8 -9 -10 13 -12 -13 17 -15 15 20 -18 -19 19 -21 -22
leaf_value=0.00034237218416053553 -0.00033272851432234704 0.0027881592088459211 0.00037174737880679205 4.6322361065108928e-06 7.8200262922640843e-05 0.0004284704775713216 -0.00035980350009356222 0.00054246915884354201 -0.00017580344349675623 1.2893867680152112e-05 0.00026697595126504072 0.000336696478556736 -0.00013415439741604231 -0.00025910591186452484 -0.00042318030269157672 -3.6665251728680857e-05 -1.9986750581728836e-06 -0.00020768267866561486 0 0.0002099700800891427 0.0002808291451605643
leaf_weight=50 57 49 47 207 156 70 71 46 312 1529 191 48 77 47 61 46 66 51 364 140 46
leaf_count=50 57 49 47 207 156 70 71 46 312 1529 191 48 77 47 61 46 66 51 364 140 46
internal_value=0 0.000229808 1.01725e-05 4.0408e-06 1.82101e-05 4.45784e-05 -7.25218e-05 -3.12463e-05 -8.93863e-05 3.05505e-05 0.000132588 5.69617e-05 3.60733e-05 4.26276e-06 -0.000127961 -7.0927e-05 -0.000210744 1.05455e-05 3.11105e-05 5.79836e-05 0.000113184
internal_weight=0 779 2952 2905 2629 2044 585 514 468 1974 398 730 682 1576 276 219 127 632 581 504 92
internal_count=3731 779 2952 2905 2629 2044 585 514 468 1974 398 730 682 1576 276 219 127 632 581 504 92
is_linear=0
shrinkage=0.0995203


Tree=9937
num_leaves=24
num_cat=0
split_feature=20 20 3 6 3 26 17 11 8 0 5 8 5 10 17 6 6 26 0 4 5 4 5
split_gain=0.00268836 0.0372393 0.000832689 0.00122888 0.00302871 0.000886189 0.000778633 0.000786457 0.000803182 0.000413647 0.000394596 0.000613789 0.000370744 0.000345677 0.000696229 0.00033205 0.00111272 0.000500807 0.000286779 0.000303046 0.000470332 0.000387703 0.000374288
threshold=-0.080869999999999984 -0.081424999999999984 0.088115000000000013 0.089725000000000013 0.087675000000000017 0.086835000000000009 -0.0038549999999999999 -0.084384999999999988 -0.082299999999999998 -0.19631499999999999 0.037395000000000005 -0.064619999999999997 -0.54165499999999989 0.09056500000000002 -0.55157999999999996 -0.099455000000000002 -0.09416999999999999 -0.0083299999999999989 -0.14028499999999997 0.10022000000000002 -0.093875 0.11660000000000002 -0.025879999999999997
decision_type=2 2 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 6 -5 10 -8 -9 -1 11 -2 -4 14 -14 17 -17 -16 -11 20 -20 -21 -22
right_child=2 -3 12 5 -6 -7 7 8 -10 18 -12 -13 13 -15 15 16 -18 -19 19 21 22 -23 -24
leaf_value=0.00030829921558570689 6.3554460886728352e-06 0.0028718488292021078 0.00024824210759818636 9.2273474508014277e-05 0.00088824939136289015 -0.00041437757276262417 -0.00015595363511768188 0.00013411162709781101 0.00050079260331876269 -0.00018879378062562418 0.0001888045800159136 -0.00034665167246020873 -0.00033319726018934503 0.00021985894687907324 -0.0002760908466586625 0.00042738377982225981 -2.50807820447141e-05 -3.1561477533440015e-05 0.00020880109941513793 0.00039831295412527125 -0.00024095784972224895 0 0
leaf_weight=50 348 49 46 57 49 78 49 175 97 64 91 56 79 50 125 56 1355 275 88 47 78 49 320
leaf_count=50 348 49 46 57 49 78 49 175 97 64 91 56 79 50 125 56 1355 275 88 47 78 49 320
internal_value=0 0.00021986 8.20962e-06 8.24848e-05 0.000126644 -0.000194394 7.99066e-05 0.000200638 0.000267886 3.19775e-05 0 -4.055e-05 -2.87776e-05 -3.5768e-05 -4.29638e-05 -2.98511e-05 -6.54311e-06 -0.000110023 9.32308e-06 3.25157e-05 0 0.0001941 -4.54371e-05
internal_weight=0 745 2986 1000 865 135 816 321 272 696 495 404 1986 1940 1890 1811 1411 400 646 582 486 96 398
internal_count=3731 745 2986 1000 865 135 816 321 272 696 495 404 1986 1940 1890 1811 1411 400 646 582 486 96 398
is_linear=0
shrinkage=0.0995203


Tree=9938
num_leaves=33
num_cat=0
split_feature=5 17 3 2 0 8 9 4 2 4 8 4 19 2 1 1 0 6 2 0 17 17 3 2 2 2 1 20 1 2 3 26
split_gain=0.00238544 0.0183039 0.000661237 0.000884311 0.00114658 0.00109218 0.000693539 0.00177297 0.000691917 0.00063065 0.000543431 0.000521035 0.000380623 0.000324077 0.000689735 0.000770148 0.000703264 0.000558645 0.00133264 0.00129744 0.00112887 0.00164942 0.000899518 0.000741273 0.000441523 0.000863965 0.00042804 0.000518886 0.000373057 0.000885941 0.000289842 0.000194279
threshold=-0.093875 -0.010655 0.10377500000000002 -0.077054999999999998 -0.088694999999999982 -0.014194999999999999 0.11408000000000003 0.14068000000000006 -0.084314999999999987 0.12868000000000004 -0.080445000000000003 0.10495500000000003 0.12477000000000003 -0.06717999999999999 -0.046044999999999996 -0.064534999999999995 -0.061654999999999995 0.090710000000000027 -0.072419999999999998 -0.083694999999999992 0.0053950000000000014 0.11012500000000003 0.097255000000000022 -0.084804999999999992 0.12875500000000004 0.096520000000000022 0.005935000000000001 -0.057024999999999999 0.056790000000000014 -0.079149999999999984 0.097595000000000029 0.089545000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 7 9 -3 11 -5 -4 13 17 15 24 26 20 19 -19 28 -22 -21 -23 25 -15 30 -28 29 -2 -16 -14
right_child=12 2 6 5 -6 -7 -8 -9 -10 -11 -12 -13 31 14 16 -17 -18 18 -20 22 21 23 -24 -25 -26 -27 27 -29 -30 -31 -32 -33
leaf_value=0.0015329037250618456 0 -0.00010498595558841157 -0.00018207890328148643 -2.2910678412198037e-05 0.00064619730259157554 0.00031570692602758872 -0.00040004703140384366 0.00053141530847400419 0.00031292795434115927 -0.00042801464884733876 -0.00044560428293317797 9.2306475268790259e-05 -0.00028446604402568418 1.4333963800443802e-05 5.940014750207e-05 0.00046044275784199677 -0.00037703736399994806 -0.00045481529276642093 -0.0005190418943025292 -2.6391133675604523e-05 0.00055521369353575274 -0.00032034689410061386 0.00043177211524312524 0.0002391627704376076 -0.00012509979801584984 0.00047166464314576196 0.00038423124075693312 -4.7887327478470296e-05 0.00020625141939664587 -0.00029839351501099022 -0.00019613861837731628 -2.088618175727717e-05
leaf_weight=90 1124 69 124 90 59 65 49 53 85 47 49 150 68 132 82 72 50 64 66 351 90 47 48 46 68 62 59 46 72 108 87 59
leaf_count=90 1124 69 124 90 59 65 49 53 85 47 49 150 68 132 82 72 50 64 66 351 90 47 48 46 68 62 59 46 72 108 87 59
internal_value=0 0.00018383 3.83117e-05 0.000127785 0.000269862 -1.65472e-05 -4.7957e-05 0 0.000120365 -8.98708e-05 -0.000177807 -2.88803e-05 0 7.87036e-06 6.86962e-05 0.000169458 -3.26491e-05 -1.15765e-05 -9.96632e-05 -3.81132e-05 1.92098e-05 0.000250899 2.66746e-05 -3.47978e-05 8.63684e-05 0.000164711 2.72079e-05 0.000187126 -1.2677e-05 -2.6136e-05 -6.73055e-05 -0.000168461
internal_weight=0 930 840 417 213 204 423 374 154 321 139 274 2801 2674 658 334 324 2016 529 463 1487 183 399 93 262 194 274 105 1304 1232 169 127
internal_count=3731 930 840 417 213 204 423 374 154 321 139 274 2801 2674 658 334 324 2016 529 463 1487 183 399 93 262 194 274 105 1304 1232 169 127
is_linear=0
shrinkage=0.0995203


Tree=9939
num_leaves=31
num_cat=0
split_feature=5 17 3 2 0 8 2 9 9 6 2 3 3 6 3 26 17 9 8 4 3 3 3 4 4 6 5 9 3 26
split_gain=0.00193355 0.0148435 0.000535414 0.000718947 0.00092794 0.000888251 0.000562829 0.000562365 0.00147407 0.000590916 0.000559803 0.000457665 0.000313012 0.000563346 0.000643742 0.000512657 0.000490677 0.000521744 0.000480337 0.000358177 0.000320346 0.00114613 0.000586388 0.000570251 0.00123899 0.000360224 0.000386665 0.00035961 0.000355034 0.000338715
threshold=-0.093875 -0.010655 0.10377500000000002 -0.077054999999999998 -0.088694999999999982 -0.014194999999999999 -0.084314999999999987 0.11408000000000003 0.095785000000000023 -0.045589999999999999 0.13896000000000006 0.014805000000000004 0.087975000000000012 0.090710000000000027 0.087675000000000017 0.089485000000000023 -0.0036050000000000001 0.084755000000000011 -0.081915000000000002 0.079355000000000023 0.10807500000000002 0.11025500000000002 0.10583000000000002 0.09939000000000002 0.090595000000000023 -0.083069999999999991 0.51524500000000006 0.08401500000000002 0.11816500000000002 0.094305000000000014
decision_type=2 2 2 2 2 2 2 2 2 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 11 -3 8 9 10 -4 -5 13 14 15 16 19 -18 -17 -2 22 -22 23 24 27 -23 29 -14 -28 -27
right_child=12 2 7 5 -6 -7 -8 -9 -10 -11 -12 -13 20 -15 -16 18 17 -19 -20 -21 21 25 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0013803487688369253 -7.2441759169716193e-05 -9.4537730613917435e-05 -0.00024800212368118833 3.7383058623192486e-05 0.00058188757953893942 0.00028428769564508687 0.00028178529399086523 -0.00036023424926070205 0.00050128423498304795 0.00018346040061013215 6.0524738670610293e-05 -0.00031701550109721952 0.00013038247558588668 -0.00019503756972869948 0.00040312249976065214 0.00048321621360507586 0.00032756470687309827 -1.2624531538680659e-05 2.3447025570730494e-05 0.00012723021543650919 0.00050348958058829172 -0.00024564149535794282 -0.00034631806349502269 0.00028505914653889896 -0.00053568098775678497 -5.029011053577711e-06 2.4661747821420504e-05 -4.8003087975622116e-05 -0.00032723814905855645 0.00018886222946048515
leaf_weight=90 419 69 178 59 59 65 85 49 50 65 81 80 124 85 55 49 91 79 49 111 48 55 64 52 50 201 54 1013 52 150
leaf_count=90 419 69 178 59 59 65 85 49 50 65 81 80 124 85 55 49 91 79 49 111 48 55 64 52 50 201 54 1013 52 150
internal_value=0 0.000165448 3.43049e-05 0.000114872 0.000243005 -1.49004e-05 0.000107857 -4.31843e-05 0 -7.92583e-05 -0.000148352 -0.000160698 0 4.67156e-05 7.17656e-05 4.79018e-05 1.68027e-05 0.000164661 0.000261685 -2.90791e-05 -2.37756e-05 3.83437e-05 -5.11013e-05 -3.51913e-05 -4.99105e-05 -3.66493e-06 2.36657e-05 -2.78286e-05 -0.000140246 7.54982e-05
internal_weight=0 930 840 417 213 204 154 423 374 324 259 139 2801 938 853 798 700 170 98 530 1863 560 1303 1239 1187 512 457 1137 106 351
internal_count=3731 930 840 417 213 204 154 423 374 324 259 139 2801 938 853 798 700 170 98 530 1863 560 1303 1239 1187 512 457 1137 106 351
is_linear=0
shrinkage=0.0995203


Tree=9940
num_leaves=19
num_cat=0
split_feature=20 18 8 0 7 11 21 9 10 10 0 21 9 20 2 9 2 8
split_gain=0.0236746 0.00318344 0.0100433 0.0207591 0.0014779 0.0013087 0.000703389 0.000638005 0.000433913 0.000498853 0.000502365 0.000423749 0.000381265 0.000637179 0.000371763 0.000591403 0.000533056 0.000556748
threshold=-0.41270499999999993 -0.085709999999999995 -0.082184999999999994 -0.084154999999999994 0.089755000000000015 -0.37931999999999999 0.085955000000000018 0.083955000000000016 0.090150000000000022 0.086175000000000015 0.019150000000000004 0.10886500000000003 0.092605000000000021 -0.077044999999999988 -0.096664999999999987 0.093705000000000024 -0.085944999999999994 -0.078844999999999985
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 -3 7 -2 9 10 -7 14 -13 -14 15 -4 -16 -18
right_child=1 4 11 -5 -6 8 -8 -9 -10 -11 -12 12 13 -15 16 -17 17 -19
leaf_value=0.0022824993680716833 0.00024743844346451012 -0.00047536186511807152 0.00044533236665907419 0.0022265231405209445 0.00054170705381047918 -3.6024788903395926e-06 0.00041433371639402518 -0.00025786900647840791 -0.00029041922225514917 0.00031085595914085627 -0.00017771563121835583 -0.00035610922490619703 0.00023633776505864804 -0.00022841949015933128 -0.00022134284859347766 0 0.00035627356132971583 0
leaf_weight=47 46 63 54 68 46 2427 58 53 56 47 177 53 50 69 83 61 53 223
leaf_count=47 46 63 54 68 46 2427 58 53 56 47 177 53 50 69 83 61 53 223
internal_value=0 3.42231e-05 0.000200573 0.000773194 -1.69389e-05 -2.65116e-05 0.000138513 -1.48107e-05 -1.57631e-05 -9.65245e-06 -1.57517e-05 0 -0.000132662 -2.62641e-05 4.96798e-05 0.000205403 0 6.62982e-05
internal_weight=0 3687 871 225 2816 2770 157 99 2707 2651 2604 646 172 119 474 115 359 276
internal_count=3734 3687 871 225 2816 2770 157 99 2707 2651 2604 646 172 119 474 115 359 276
is_linear=0
shrinkage=0.0995203


Tree=9941
num_leaves=18
num_cat=0
split_feature=6 18 18 3 3 30 29 10 3 3 3 2 5 18 9 2 18
split_gain=0.0181624 0.00255604 0.00877348 0.00624241 0.0147657 0.00133785 0.00122222 0.000544634 0.000553282 0.000957939 0.000530108 0.000442715 0.000448765 0.000295009 0.000276161 0.000554648 0.000203895
threshold=0.23663500000000004 -0.085709999999999995 -0.08727 0.085505000000000012 0.084735000000000019 0.11901000000000002 0.092780000000000015 0.093790000000000026 0.11769000000000002 0.11578500000000001 0.12389500000000002 -0.087245000000000003 -0.0024199999999999998 -0.10303999999999999 -0.020035000000000001 0.10003000000000002 -0.12363
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 13 6 7 8 9 -3 -10 12 -5 -1 -13 -16 -14
right_child=-2 5 -4 11 -6 -7 -8 -9 10 -11 -12 14 16 -15 15 -17 -18
leaf_value=-0.00015084941724775064 0.0018858966158750835 -1.6569536223756207e-05 0.0014738515748799104 0.00033601186850200875 0.0021664418131708773 -0.00050675876967760838 0.00046671447967153737 -0.00033506926555662542 0.00034785716119549491 -0.00046230619391042494 3.9265876757101244e-05 -0.00030620906267414934 0.00013864745174702335 0.00018446930818634893 -9.8657408045157072e-05 0.00024044445626841813 -9.5240252743367945e-05
leaf_weight=50 53 2279 49 55 46 54 53 52 74 49 249 50 64 53 363 54 87
leaf_count=50 53 2279 49 55 46 54 53 52 74 49 249 50 64 53 363 54 87
internal_value=0 2.99075e-05 0.000178941 0.000100754 0.000683831 -1.59961e-05 -6.08325e-06 -1.56567e-05 -9.08251e-06 -2.63031e-05 0.000112499 -2.71208e-05 9.25641e-05 1.37454e-05 -8.16683e-05 -5.27818e-05 0
internal_weight=0 3681 871 822 149 2810 2756 2703 2651 2328 323 673 206 103 467 417 151
internal_count=3734 3681 871 822 149 2810 2756 2703 2651 2328 323 673 206 103 467 417 151
is_linear=0
shrinkage=0.0995203


Tree=9942
num_leaves=22
num_cat=0
split_feature=20 2 2 9 9 2 8 7 2 9 8 0 2 9 2 2 7 7 4 3 9
split_gain=0.0171974 0.00212455 0.00453432 0.00742986 0.0274194 0.0016292 0.00151436 0.00140343 0.0007469 0.000746497 0.000735854 0.00071517 0.00051837 0.000545077 0.00049301 0.00042725 0.000430178 0.000400993 0.000398915 0.00035258 0.000419537
threshold=-0.41270499999999993 -0.084674999999999986 -0.088764999999999997 0.084795000000000023 0.085405000000000023 -0.085599999999999996 0.24095500000000006 0.07988000000000002 -0.083974999999999994 0.083795000000000022 -0.080569999999999989 -0.084759999999999988 -0.083204999999999987 0.087295000000000025 -0.082794999999999994 -0.097754999999999995 0.081125000000000017 0.018455000000000003 0.10801000000000002 0.088185000000000027 0.089605000000000018
decision_type=2 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 9 7 8 -3 -4 -6 -11 13 -10 -14 16 17 18 -2 -17 -21
right_child=1 6 3 4 10 -7 -8 -9 12 11 -12 -13 14 -15 -16 19 -18 -19 -20 20 -22
leaf_value=0.001942776771173507 7.2512274301217943e-05 -0.00031130235055236509 0.00014976090271323885 0.0027835987377897945 -0.00017024184406207093 0.00051327316344487262 -0.00056988034101195699 0.00053337073806428018 -4.6860980057594871e-07 -1.8204374742883823e-05 0.00030346987953462401 -0.00051497201655599891 -0.00031336090697791421 0.0004216426295678949 -1.3407015613513628e-05 -0.00037260851878040613 -0.00021580880775184792 0.00033528200034412307 -0.00020168331969556589 0.00016489658028809908 -0.00023331666396403294
leaf_weight=47 299 85 76 53 57 57 49 46 59 69 72 54 56 55 2267 55 64 47 63 46 58
leaf_count=47 299 85 76 53 57 57 49 46 59 69 72 54 56 55 2267 55 64 47 63 46 58
internal_value=0 2.65333e-05 0.000144779 0.000390983 0.000877345 4.20124e-05 -2.15003e-05 -1.07179e-05 -2.09664e-05 -8.88582e-05 8.78095e-05 -0.000242953 -1.05038e-05 0.000196001 -2.09903e-05 -2.45554e-05 2.13594e-05 6.04728e-05 2.25317e-05 -0.000166293 -4.93125e-05
internal_weight=0 3687 1070 438 182 256 2617 2568 2522 199 129 123 2437 114 2323 632 473 409 362 159 104
internal_count=3734 3687 1070 438 182 256 2617 2568 2522 199 129 123 2437 114 2323 632 473 409 362 159 104
is_linear=0
shrinkage=0.0995203


Tree=9943
num_leaves=21
num_cat=0
split_feature=6 18 18 2 9 7 4 2 0 18 21 6 0 7 2 2 2 17 4 0
split_gain=0.0131112 0.00205259 0.00701782 0.00274976 0.00884618 0.00113598 0.00103411 0.000600318 0.000504195 0.000805826 0.000527565 0.000459234 0.00109206 0.000487532 0.000380673 0.00053006 0.000377662 0.00026692 0.000126474 6.68075e-05
threshold=0.23663500000000004 -0.085709999999999995 -0.08727 -0.088554999999999995 0.08486500000000001 0.08833000000000002 0.15028500000000003 0.14153500000000005 -0.085144999999999985 -0.091229999999999992 0.083750000000000019 0.11816500000000002 -0.077174999999999994 -0.009689999999999999 -0.086304999999999993 -0.083344999999999989 0.31377500000000008 -0.15122999999999998 0.087695000000000009 -0.11524
decision_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 6 7 11 9 10 -5 13 -13 -3 -10 -16 -9 18 -6 -18
right_child=-2 5 -4 8 17 -7 -8 16 14 -11 -12 12 -14 -15 15 -17 19 -19 -20 -21
leaf_value=0.0015364851539342356 0.0016001128294001541 -0.00032839476338196601 0.0013149293019347002 -0.00022246019676477126 -0.00013721194887560188 0.00047158450173963724 -0.00045825930686861562 0.00032495517417051073 -0.00031113755139184122 0.00047407940828696617 0.00022746587003840896 -0.00058391827890313236 5.5798808177875364e-06 -1.3283103494987267e-05 0.00022110944824161268 -9.2557549499962204e-05 -5.2305780902489003e-05 0.00021093572399298084 6.9658069830615577e-05 0.00010222064161571419
leaf_weight=51 53 50 49 58 66 46 54 77 61 47 46 49 78 2352 63 322 47 61 47 57
leaf_count=51 53 50 49 58 66 46 54 77 61 47 46 49 78 2352 63 322 47 61 47 57
internal_value=0 2.31415e-05 0.000156721 8.66836e-05 0.000383398 -1.79722e-05 -2.64158e-05 -1.75087e-05 -2.37721e-05 0.000131407 -1.5583e-05 -3.03112e-05 -0.000215419 -2.01833e-05 -7.81458e-05 -3.91039e-05 0.00015685 4.07185e-05 -4.39242e-05 2.45152e-05
internal_weight=0 3681 871 822 225 2810 2764 2710 597 151 104 2529 127 2402 446 385 181 174 113 104
internal_count=3734 3681 871 822 225 2810 2764 2710 597 151 104 2529 127 2402 446 385 181 174 113 104
is_linear=0
shrinkage=0.0995203


Tree=9944
num_leaves=34
num_cat=0
split_feature=17 5 9 1 1 8 8 0 1 0 5 8 21 21 0 21 21 21 5 9 0 26 17 8 0 20 26 0 9 5 9 9 19
split_gain=0.00206897 0.0096275 0.0153323 0.00408631 0.0152027 0.000676404 0.00131395 0.00150372 0.000555798 0.000539027 0.0012073 0.000536141 0.00068658 0.000595106 0.000674565 0.000442012 0.000756859 0.000471734 0.000400385 0.00109406 0.00109726 0.000629478 0.000984155 0.000391268 0.000240984 0.000514008 0.000426364 0.000670257 0.000377979 0.000162427 0.000116704 0.000242752 4.45943e-05
threshold=-0.00265 -0.09583499999999999 0.085495000000000029 -0.079629999999999992 -0.08113999999999999 -0.085814999999999989 -0.092844999999999997 -0.087394999999999987 -0.10771499999999999 -0.085794999999999996 -0.01504 -0.083849999999999994 -0.082669999999999993 -0.023324999999999999 -0.083814999999999987 0.090095000000000022 0.092775000000000024 0.088715000000000016 0.022285000000000003 0.095415000000000014 -0.069824999999999984 0.084355000000000027 -0.50448999999999999 -0.032504999999999999 -0.071029999999999996 0.0057800000000000013 -0.063069999999999987 -0.052884999999999995 0.089645000000000016 -0.13955999999999999 -0.25326499999999996 0.088365000000000013 0.075380000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 29 -8 32 -10 -11 -7 -13 -14 -15 17 -17 18 19 20 -3 23 -23 -20 25 28 -26 -28 -18 30 -5 -32 -2
right_child=3 15 -4 5 -6 11 7 -9 9 10 -12 12 13 14 -16 16 24 -19 21 -21 -22 22 -24 -25 26 -27 27 -29 -30 -31 31 -33 -34
leaf_value=-0.0023851059248098062 -0.00012625315816568481 -0.0001088910015196248 0.00015555331378205365 -0.00018973240587847752 0.0020418096060448626 0.0002767398326392764 -0.00011496453509571843 -0.00080283511662754606 0.0004928533989324625 -0.0002950409499740372 0.00038942598936331289 -0.0003393452098988166 0.00033397481658975188 0.00011062389536272546 -8.3667806244367476e-05 0.00031026380112092868 -0.00030969611729418477 -0.00036807738810970612 -0.00028998603563454474 -0.00050106222744350168 0.00037359206482217715 0.00052518067901283314 9.2050581390231003e-06 -2.4177690978037956e-05 0.00023672017907617733 0.0001573500029645137 0.00013292204380588546 -0.00029514899814567865 -5.6458065295227647e-06 0.00012379776870124158 8.4680084130165517e-05 -0.00014125007168939229 0
leaf_weight=46 68 785 47 49 46 74 86 53 47 46 56 56 56 303 425 77 101 57 77 67 49 48 169 220 77 56 81 64 77 66 105 84 53
leaf_count=46 68 785 47 49 46 74 86 53 47 46 56 56 56 303 425 77 101 57 77 67 49 48 169 220 77 56 81 64 77 66 105 84 53
internal_value=0 -0.000101964 -0.00109231 4.61988e-05 0.000368696 -2.82969e-05 -0.000129471 -0.000383136 8.06152e-05 0.000210739 7.27191e-05 1.98449e-05 -1.81178e-06 2.12536e-05 -1.6774e-06 -5.56191e-05 2.08114e-05 -8.38501e-05 -7.18221e-05 -0.000111814 -7.95621e-05 -1.26561e-07 0.00012711 -9.58473e-05 -2.62702e-05 -9.78737e-05 4.55162e-05 -5.0374e-05 -0.000182768 -1.07935e-05 -5.15567e-05 -1.1402e-05 -7.28542e-05
internal_weight=0 2098 93 1673 316 1357 443 139 270 149 102 914 840 784 728 2005 533 1472 1415 901 834 514 217 297 456 234 222 145 178 304 238 189 121
internal_count=3771 2098 93 1673 316 1357 443 139 270 149 102 914 840 784 728 2005 533 1472 1415 901 834 514 217 297 456 234 222 145 178 304 238 189 121
is_linear=0
shrinkage=0.0995203


Tree=9945
num_leaves=25
num_cat=0
split_feature=18 18 18 5 20 3 3 0 0 17 0 9 4 21 10 10 0 18 3 26 17 17 17 9
split_gain=0.00188198 0.0132433 0.00295567 0.0113665 0.00119835 0.00109386 0.00107844 0.000955348 0.000912902 0.000595666 0.00117575 0.00037271 0.000490935 0.000395428 0.000348979 0.000574158 0.000346147 0.000792361 0.000617628 0.000343604 0.000263688 0.00021631 0.000187798 0.000107545
threshold=0.091085000000000013 0.092750000000000013 0.081485000000000016 -0.096354999999999996 -0.24910499999999999 0.086605000000000029 0.090695000000000012 -0.069955000000000003 -0.073664999999999994 0.07134500000000002 -0.049174999999999996 0.11222500000000002 0.12498500000000003 0.10271500000000001 0.090150000000000022 0.086275000000000018 -0.085794999999999996 0.10015500000000002 0.094285000000000022 0.26711000000000013 -0.031185000000000001 0.00079000000000000023 -0.0044799999999999987 0.092855000000000021
decision_type=2 2 2 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 -1 22 -7 8 16 10 -9 14 13 -13 15 19 17 -3 21 -6 -19 -18 -5 -12
right_child=1 7 3 5 11 6 -8 9 -10 -11 23 12 -14 -15 -16 -17 18 20 -20 -21 -22 -23 -24 -25
leaf_value=-0.00049422817602206767 0.0016905925929582804 -0.0004523508468027287 -0.0017908352926270213 1.292591076088329e-05 -3.2918077262531258e-05 -0.00057411128259351248 5.0336996720180377e-05 0.00057096138212965088 -0.00050420611318616486 -0.00011406556643984159 0.00013628674503311913 0.00015275654299567651 0.00038323510542213109 -0.00021139969941046018 -0.00027666621290127469 0.00030379596201968265 4.9031928871199533e-05 -0.00017798546755521571 -0.00015224427000901867 -0.00029894145300071425 6.1330038770944189e-05 0.00036113332821273143 0.00031286136036653831 -7.4494114821782394e-05
leaf_weight=56 49 53 47 47 2400 59 47 71 46 51 46 74 48 49 60 49 47 68 69 50 134 57 48 46
leaf_count=56 49 53 47 47 2400 59 47 71 46 51 46 74 48 49 60 49 47 68 69 50 134 57 48 46
internal_value=0 0.00010979 -6.7255e-05 -0.00039683 -3.76235e-05 -6.6796e-05 -0.00028951 -1.60648e-06 -8.15794e-05 0.000171705 0.000266139 -2.79574e-05 0.000113103 1.03065e-06 -3.77034e-05 -3.16384e-05 -3.42442e-05 -0.000109253 7.15853e-05 -3.86813e-05 -1.5179e-05 0.000227959 0.000173089 2.19982e-05
internal_weight=0 737 3034 248 2786 201 106 688 474 214 163 2730 171 123 2559 2499 428 255 173 2450 202 104 95 92
internal_count=3771 737 3034 248 2786 201 106 688 474 214 163 2730 171 123 2559 2499 428 255 173 2450 202 104 95 92
is_linear=0
shrinkage=0.0995203


Tree=9946
num_leaves=24
num_cat=0
split_feature=18 18 18 8 9 8 6 3 0 8 6 0 9 4 26 3 21 3 10 0 26 2 26
split_gain=0.00174872 0.00905462 0.00225654 0.0105584 0.00194596 0.000969038 0.00078872 0.000730903 0.000635352 0.000619773 0.000862376 0.00055889 0.000388721 0.000403154 0.000450582 0.000366155 0.000729939 0.000316661 0.000425396 0.000461556 0.000327111 0.000484519 0.000280435
threshold=0.092545000000000016 0.094215000000000021 0.081485000000000016 -0.094869999999999996 0.09227500000000001 -0.049139999999999996 0.17176000000000005 0.086535000000000015 -0.069955000000000003 -0.048554999999999994 0.091615000000000016 -0.074094999999999994 0.11222500000000002 0.12498500000000003 0.11659500000000002 0.10871500000000002 0.10046500000000001 0.13547000000000003 0.09056500000000002 0.12433000000000002 -0.076124999999999998 0.11804000000000002 0.10353500000000003
decision_type=2 2 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 7 12 -5 11 10 -10 15 17 14 -14 16 22 18 19 -1 -19 -22 -3
right_child=1 8 3 4 -6 -7 -8 -9 9 -11 -12 -13 13 -15 -16 -17 -18 20 -20 -21 21 -23 -24
leaf_value=-2.366125919567668e-05 0.001403166518939188 -9.0401564765878423e-05 -0.0017099719863008052 9.5141043795709276e-05 -0.00063017662106854293 0.00040612539846787525 -0.00036957163354996733 -0.00038887799010867607 1.6292866933075741e-05 -2.8881896850937513e-05 0.0005773844306720627 -0.00034262762519034819 -0.00014893395900180995 0.00037285424068787218 0.00023717363420415173 -0.00023159227061711284 0.0003911119098771996 4.2604355027921681e-05 0.00026924554106862603 -0.00029018381538421079 -0.00051363858525534415 -8.6112930767469505e-05 0.00013751608389661577
leaf_weight=2271 50 202 46 86 48 61 68 47 56 91 59 58 66 46 54 62 48 46 47 67 46 75 71
leaf_count=2271 50 202 46 86 48 61 68 47 56 91 59 58 66 46 54 62 48 46 47 67 46 75 71
internal_value=0 0.000112702 -6.16514e-05 -0.000327183 -6.0956e-05 7.56624e-05 -3.39085e-05 -6.97483e-05 1.17094e-05 0.000157038 0.000311276 -5.43202e-05 -2.52095e-05 0.000121259 1.79926e-05 -8.52268e-06 3.20122e-05 -3.50577e-05 -2.53763e-05 -3.16491e-05 -0.00016842 -0.000255409 -2.81276e-05
internal_weight=0 697 3074 288 242 194 2786 133 647 206 115 441 2718 166 120 383 321 2552 2385 2338 167 121 273
internal_count=3771 697 3074 288 242 194 2786 133 647 206 115 441 2718 166 120 383 321 2552 2385 2338 167 121 273
is_linear=0
shrinkage=0.0995203


Tree=9947
num_leaves=29
num_cat=0
split_feature=17 17 8 8 8 8 8 20 5 6 5 0 17 6 5 18 5 18 18 8 5 18 6 0 8 8 17 5
split_gain=0.0016772 0.00602788 0.00989214 0.00157053 0.0151867 0.000643186 0.000679871 0.0004822 0.000643752 0.00046484 0.000402071 0.000428074 0.00104309 0.00111233 0.00033402 0.000259829 0.000807973 0.00032427 0.000700942 0.00136878 0.000889136 0.000663593 0.000252078 0.000139147 0.000137714 0.000284241 0.00068974 0.000171655
threshold=0.033280000000000011 0.067035000000000025 -0.088634999999999992 -0.096609999999999988 -0.11061499999999999 -0.07034 -0.063559999999999992 -0.085504999999999984 -0.093875 0.15834000000000004 -0.497305 -0.057604999999999996 0.13629500000000003 -0.0065449999999999996 -0.021235 0.10256000000000003 -0.06515 0.086800000000000016 0.090285000000000018 -0.064619999999999997 -0.07965499999999999 0.083830000000000029 -0.41910500000000001 -0.070134999999999989 -0.51030999999999993 -0.26194999999999996 -0.012064999999999999 -0.072535000000000002
decision_type=2 2 2 2 2 2 2 2 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 24 -4 -7 8 -3 15 -9 12 13 -12 -14 17 -17 21 19 -19 -20 22 -5 -18 -1 26 -26 -27
right_child=1 7 5 9 -6 6 -8 10 -10 -11 11 -13 14 -15 -16 16 23 18 20 -21 -22 -23 -24 -25 25 27 -28 -29
leaf_value=0.00014629457309143292 0.0018417385500856668 0 0.00046835012910227919 0.00010920720346624151 -0.0018327366304615911 -0.0002247743387914308 0.00030155294950519134 -0.00024675762492725102 -0.00048864802728115612 -0.00030730171300190438 0.00069980517591005146 -0.0002049390616531257 4.2744219490624741e-05 3.8539199951985949e-05 -0.00014304483247036689 0.00039068747313159854 4.7589999461528555e-05 0 0.00016926339025344185 -0.00074992740688318627 -0.00030751207898973881 0.00030024297250544736 -4.4215324736595398e-05 -0.00017206660292093449 7.90555538449315e-05 0.00019047701982358571 -0.00042479715051796141 -2.4556997491932152e-05
leaf_weight=58 47 54 49 110 52 51 46 62 51 62 46 73 287 62 142 58 47 55 100 46 63 60 1788 59 55 62 49 77
leaf_count=58 47 54 49 110 52 51 46 62 51 62 46 73 287 62 142 58 47 55 100 46 63 60 1788 59 55 62 49 77
internal_value=0 8.60964e-05 0.000584132 -6.55469e-05 -0.000262173 0.000173679 1.63848e-05 -3.65578e-05 -0.000235063 -3.68591e-05 -4.32321e-06 1.89757e-05 5.09392e-05 0.00032777 -1.68442e-05 -2.94886e-05 8.99066e-05 -3.86693e-05 -0.000142849 -0.00034916 -9.98958e-06 -2.42045e-05 -3.48923e-05 -6.69488e-05 6.43443e-06 -2.3579e-05 -0.000150465 6.54681e-05
internal_weight=0 970 193 2801 353 146 97 777 105 2448 672 610 537 108 429 2386 164 2222 264 101 163 1958 1898 106 301 243 104 139
internal_count=3771 970 193 2801 353 146 97 777 105 2448 672 610 537 108 429 2386 164 2222 264 101 163 1958 1898 106 301 243 104 139
is_linear=0
shrinkage=0.0995203


Tree=9948
num_leaves=14
num_cat=0
split_feature=1 26 1 2 22 10 21 9 8 2 17 26 1
split_gain=0.0102446 0.00366453 0.00807974 0.000881025 0.000844914 0.000866608 0.000611105 0.000920558 0.000578979 0.000511493 0.000421958 0.000364889 0.000771337
threshold=-0.55579999999999996 -0.126245 -0.08616 -0.049174999999999996 0.12975500000000004 0.08821500000000003 -0.084999999999999992 0.083835000000000021 -0.083674999999999986 -0.241895 0.033280000000000011 -0.236315 0.056790000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 11 5 6 7 -3 -9 -8 -11 -4 -13
right_child=1 4 3 -5 -6 -7 9 8 -10 10 -12 12 -14
leaf_value=0.0013506129206796015 -0.0016048072105901508 -0.00047519285938750152 -0.0002327957382953901 -0.00046269961949007969 0.00036672525836219089 -0.00035514281045281144 0.00032463287892668219 0.00023946327444338231 -0.00024185006991828866 -3.1693343649864251e-05 5.1780672694623992e-05 -0.00015071082775509033 0.00040713471766342128
leaf_weight=53 46 70 46 58 56 76 46 49 50 2270 811 50 46
leaf_count=53 46 70 46 58 56 76 46 49 50 2270 811 50 46
internal_value=0 -4.27066e-05 -0.000413866 -0.000135856 -1.58327e-05 -2.24288e-05 -1.45086e-05 -0.000198949 0 -4.27866e-06 -9.45509e-06 0 0.000108063
internal_weight=0 3674 246 200 3428 3372 3296 169 99 3127 3081 142 96
internal_count=3727 3674 246 200 3428 3372 3296 169 99 3127 3081 142 96
is_linear=0
shrinkage=0.0995203


Tree=9949
num_leaves=12
num_cat=0
split_feature=18 26 27 6 21 10 6 18 6 2 20
split_gain=0.0108433 0.00290183 0.00914344 0.00106241 0.000827026 0.000649166 0.00064628 0.00154666 0.000534412 0.000525593 0.000603973
threshold=0.31690500000000005 -0.126245 0.083270000000000025 0.21988000000000005 0.14970000000000003 0.08821500000000003 0.11884000000000002 -0.06656999999999999 0.11345500000000001 -0.08342999999999999 -0.08588999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 6 8 -8 -3 10 -1
right_child=-2 3 -4 -5 -6 -7 7 -9 -10 -11 -12
leaf_value=-0.00013919395333919412 0.0014811688220312965 -1.028838912333006e-05 -0.0014883714009999674 -0.00046742105680074779 0.00040925720002529537 -0.00029559433876669876 0.00062055188372552668 -0.0001001046687978274 -0.00028528569698206649 -0.00027912806061742787 0.00029369386484358816
leaf_weight=60 47 3075 56 51 46 80 53 63 72 59 65
leaf_count=60 47 3075 56 51 46 80 53 63 72 59 65
internal_value=0 -3.98392e-05 -0.000374573 -1.62477e-05 -9.21659e-06 -1.52197e-05 -8.0948e-06 0.000222104 -1.68402e-05 -3.11418e-05 7.93587e-05
internal_weight=0 3680 240 3440 3389 3343 3263 116 3147 184 125
internal_count=3727 3680 240 3440 3389 3343 3263 116 3147 184 125
is_linear=0
shrinkage=0.0995203


Tree=9950
num_leaves=17
num_cat=0
split_feature=18 26 27 6 2 6 18 0 5 18 26 6 8 21 20 18
split_gain=0.00879392 0.00235666 0.00749137 0.000878334 0.000723797 0.000979403 0.000923204 0.000732389 0.000729281 0.00104283 0.000714108 0.000632671 0.000596667 0.000547681 0.000349678 0.000292653
threshold=0.31690500000000005 -0.126245 0.085370000000000015 0.18621500000000005 -0.084979999999999986 0.11884000000000002 -0.097059999999999994 -0.066735000000000003 0.066815000000000027 -0.01264 0.091195000000000012 0.11345500000000001 0.0073150000000000012 0.13276500000000005 -0.066104999999999983 -0.14624999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 6 11 15 -7 10 -10 -8 13 -1 -6 -14 -3
right_child=-2 3 -4 -5 5 7 8 -9 9 -11 -12 -13 14 -15 -16 -17
leaf_value=-0.0002450782367443673 0.0013337626164971936 -2.0785605753893462e-05 -0.0014085494254705087 -0.00039563994814516713 4.2470777106184884e-06 0.00061596279206138421 -0.00012507747736556588 7.1960633458328959e-05 -0.00053817450012732431 0 0.00020342140997660243 -0.00029567552211042707 -3.9770212796034151e-05 0.00025378439734538051 0.00031641947879885605 0.00025992983914417244
leaf_weight=84 47 56 51 59 2263 46 491 61 92 55 74 67 59 91 46 85
leaf_count=84 47 56 51 59 2263 46 491 61 92 55 74 67 59 91 46 85
internal_value=0 -3.5963e-05 -0.000337635 -1.46781e-05 -7.78802e-06 1.86932e-05 -8.7229e-05 0.000313482 -0.000133899 -0.000333174 -8.06039e-05 5.32642e-06 -4.43265e-05 1.42414e-05 0.000108478 0.000142634
internal_weight=0 3680 240 3440 3381 2528 853 107 712 147 565 2421 189 2354 105 141
internal_count=3727 3680 240 3440 3381 2528 853 107 712 147 565 2421 189 2354 105 141
is_linear=0
shrinkage=0.0995203


Tree=9951
num_leaves=12
num_cat=0
split_feature=17 26 26 17 6 2 6 22 26 17 26
split_gain=0.00908921 0.00200577 0.00689098 0.00138764 0.0010031 0.000954184 0.000630672 0.000561517 0.000457042 0.00045202 0.000389801
threshold=-0.57205499999999987 -0.126245 -0.14859999999999998 -0.56005499999999986 0.18123500000000006 -0.049174999999999996 0.11884000000000002 0.12975500000000004 0.097125000000000031 0.3137100000000001 -0.236315
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -3 6 10 7 9 -8 -5 -2
right_child=1 3 -4 4 -6 -7 8 -9 -10 -11 -12
leaf_value=0.0013157562629875319 -0.00011482631975813368 -0.00053562725195176002 -0.0013940396337867283 -1.6073915484339251e-06 -0.00039120682546258593 -0.00042390805298773179 0.00042646666088695705 0.00030396231965040143 2.2558477247645259e-05 -0.00013551555044310351 0.00020810214044317997
leaf_weight=50 60 50 47 2863 66 51 58 56 62 275 89
leaf_count=50 60 50 47 2863 66 51 58 56 62 275 89
internal_value=0 -3.49359e-05 -0.000309014 -1.49604e-05 -7.01603e-06 -4.99391e-05 3.88314e-07 -7.77922e-06 0.000224603 -1.36034e-05 7.25697e-05
internal_weight=0 3677 247 3430 3380 200 3314 3194 120 3138 149
internal_count=3727 3677 247 3430 3380 200 3314 3194 120 3138 149
is_linear=0
shrinkage=0.0995203


Tree=9952
num_leaves=24
num_cat=0
split_feature=19 18 5 8 8 3 4 9 5 25 21 20 8 9 18 4 3 9 20 8 8 26 6
split_gain=0.00928959 0.00284883 0.0155057 0.000926667 0.00583378 0.00754885 0.000666036 0.000914498 0.000626683 0.000482067 0.000518628 0.000461371 0.000338533 0.000326336 0.000268751 0.000759406 0.00055086 0.000522082 0.000535343 0.000231301 0.000581145 0.000196107 0.000148221
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decision_type=2 2 2 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 11 -6 7 9 -9 10 -5 19 22 -14 16 -16 -4 -18 -19 20 -3 -10 -13
right_child=-2 3 14 6 5 -7 -8 8 21 -11 -12 12 13 -15 15 -17 17 18 -20 -21 -22 -23 -24
leaf_value=-0.0017786101180908677 0.0013974989370123955 -9.1290653470195817e-05 -0.00031875942746757078 -3.5905069441247433e-05 3.5600312409204075e-05 0.0016042632108475084 -0.00032836855531181178 0.0004613662730415109 0.00018810745545881234 0.00025277365016923369 -0.0002090573250859917 4.5621430767447695e-05 0.00025506393983239575 3.1655322362191629e-05 0.0002965499384023586 -0.00019521214771277574 0.00027305756502845832 -0.00026858483078405997 9.9723407952833008e-05 -0.00026954094953595781 0.0002348392583845805 -9.6011964356782078e-05 -6.5164446017454755e-05
leaf_weight=58 46 386 77 1369 72 54 76 59 46 50 200 317 132 146 72 53 50 84 69 53 62 47 191
leaf_count=58 46 386 77 1369 72 54 76 59 46 50 200 317 132 146 72 53 50 84 69 53 62 47 191
internal_value=0 -2.53761e-05 -0.000256427 7.18779e-06 6.80627e-05 0.000714382 -3.89398e-05 -2.60571e-05 0.000206322 -4.83798e-05 -5.84985e-05 4.15064e-06 5.2321e-05 0.000140679 -3.64144e-05 8.14938e-05 -9.19757e-05 -1.92155e-06 -9.71346e-05 -6.97881e-05 -4.43293e-05 3.57178e-05 2.35621e-06
internal_weight=0 3723 463 3260 1413 126 1847 1771 152 1619 1569 1287 786 278 405 125 280 203 153 501 448 93 508
internal_count=3769 3723 463 3260 1413 126 1847 1771 152 1619 1569 1287 786 278 405 125 280 203 153 501 448 93 508
is_linear=0
shrinkage=0.0995203


Tree=9953
num_leaves=20
num_cat=0
split_feature=19 0 0 21 21 6 27 20 4 20 0 4 5 17 6 3 0 0 3
split_gain=0.00753219 0.00173177 0.0169759 0.00113953 0.00843252 0.000428315 0.000456483 0.00041856 0.000739005 0.000565592 0.000639521 0.000561979 0.000419518 0.000372554 0.000337161 0.000526668 0.000383171 0.000286019 0.000133429
threshold=0.14107000000000006 -0.12236 -0.13752999999999999 -0.016949999999999996 -0.032929999999999994 -0.47511999999999999 0.10262500000000002 -0.060199999999999997 0.10459000000000003 0.10252000000000001 -0.23177499999999998 0.087495000000000031 -0.46244499999999994 -0.56368999999999991 -0.01146 0.088685000000000028 -0.091935000000000003 -0.103645 0.09742000000000002
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 14 -5 13 8 11 10 -9 -1 -12 -7 16 -16 -3 -15 -17
right_child=-2 3 -4 5 -6 6 -8 9 -10 -11 12 -13 -14 17 15 18 -18 -19 -20
leaf_value=-0.00018023741476973362 0.0012584196192156388 0 -0.0019537597984084182 -0.00026376033941157283 0.0012941253703992017 -0.00028588569661393851 0.0002101735432105526 0.00043259346013203767 -0.00042141508514582313 -0.00019017191283263158 -0.00015552882681394955 0.00025284892275076476 0.000143322936271884 0.0001544206584346264 0.00024561243983869246 -0.00019295807721151861 -0.00039359453064203442 -1.7482926933490189e-05 1.4677649628138697e-05
leaf_weight=69 46 47 49 67 56 50 91 53 60 72 69 52 136 99 72 64 48 2523 46
leaf_count=69 46 47 49 67 56 50 91 53 60 72 69 52 136 99 72 64 48 2523 46
internal_value=0 -2.28069e-05 -0.000184162 5.50174e-06 0.000179828 -1.47216e-05 -8.38641e-06 -1.28721e-05 -0.000135763 5.20512e-05 0.000122821 0 3.87405e-05 -1.61363e-05 -4.24895e-05 3.30217e-05 -0.00019577 -1.06801e-05 -9.86866e-05
internal_weight=0 3723 560 3163 333 2830 2763 511 181 330 258 121 205 2672 277 182 95 2622 110
internal_count=3769 3723 560 3163 333 2830 2763 511 181 330 258 121 205 2672 277 182 95 2622 110
is_linear=0
shrinkage=0.0995203


Tree=9954
num_leaves=21
num_cat=0
split_feature=19 18 18 8 8 20 6 25 18 8 3 18 4 4 18 8 3 21 20 6
split_gain=0.00610783 0.00232234 0.0138653 0.000804909 0.00466768 0.00721484 0.000556892 0.000553941 0.000461271 0.000403368 0.000541523 0.00049651 0.00032084 0.000573421 0.000439407 0.000382538 0.000438295 0.000295158 0.00043233 0.00042364
threshold=0.14107000000000006 -0.10303999999999999 -0.11166 -0.083504999999999982 -0.084554999999999991 -0.078534999999999994 -0.47511999999999999 1.0000000180025095e-35 -0.085834999999999995 -0.080724999999999991 0.092395000000000019 0.23251500000000005 0.084755000000000025 0.096160000000000009 -0.14624999999999996 -0.071594999999999992 0.11404500000000002 -0.019084999999999998 -0.085594999999999991 -0.011749999999999998
decision_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 8 -6 -5 9 -3 10 -8 -11 14 -14 15 -1 -17 19 -19 -10
right_child=-2 3 -4 6 5 -7 7 -9 17 11 -12 -13 13 -15 -16 16 -18 18 -20 -21
leaf_value=-0.00020590381315759818 0.0011331814552655471 -0.00020670012281692846 -0.0017947638833854056 -0.00036637625385755695 0.0016376351389811674 6.2021940193383767e-05 -6.623662564950358e-05 0.00030032161007873697 6.8872394442861092e-05 -1.6433944729320127e-06 -0.00040584634219541498 -0.00033455390998862354 -0.00042840348733372345 0 0.00026928041860755958 -0.00013851932554743984 0.00020654430305993521 0.00026991140893366559 2.5672332043026955e-05 -0.00025459473266663414
leaf_weight=88 46 91 50 49 46 80 223 50 71 1417 62 46 51 72 56 62 84 79 962 84
leaf_count=88 46 91 50 49 46 80 223 50 71 1417 62 46 51 72 56 62 84 79 962 84
internal_value=0 -2.05511e-05 -0.000229185 8.82885e-06 6.55657e-05 0.000643743 -3.4133e-05 -2.46233e-05 8.32483e-06 -3.43863e-05 -0.000142989 -1.26704e-05 -3.7665e-05 -0.000172986 1.69071e-05 -3.99915e-05 5.44034e-05 2.53699e-05 4.49937e-05 -0.000101144
internal_weight=0 3723 463 3260 1413 126 1847 1798 1287 1748 285 1463 413 123 290 234 146 1196 1041 155
internal_count=3769 3723 463 3260 1413 126 1847 1798 1287 1748 285 1463 413 123 290 234 146 1196 1041 155
is_linear=0
shrinkage=0.0995203


Tree=9955
num_leaves=19
num_cat=0
split_feature=19 1 1 6 8 9 3 4 1 26 27 17 18 18 18 29 26 5
split_gain=0.00495299 0.00192698 0.00979723 0.00550875 0.0138957 0.000548489 0.0024249 0.00176043 0.000468865 0.000489572 0.000424977 0.000537878 0.000491311 0.000804203 0.000374659 0.000305767 0.000204058 0.000115678
threshold=0.14107000000000006 -0.0084199999999999987 -0.0098449999999999996 -1.0000000180025095e-35 -0.088634999999999992 0.11351500000000002 0.10525500000000003 0.14727500000000002 -0.0064949999999999999 0.11215000000000001 0.078330000000000025 -0.56655999999999984 -0.021369999999999997 -0.040349999999999997 -0.015979999999999998 -0.077709999999999987 0.087625000000000022 -0.38486499999999996
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 5 -5 7 -7 8 -3 -10 11 -1 13 -13 -14 -12 -17 -6
right_child=-2 3 -4 4 17 6 -8 -9 9 -11 15 12 14 -15 -16 16 -18 -19
leaf_value=-0.00029486302356547729 0.0010204071225741456 -0.00030625278893444611 0.0012716765683086892 -0.0021210202306062831 5.3901652170397538e-05 0.00013405372811089918 -0.0007660351922982307 0.00056342241899676702 -6.2326915811323577e-06 -0.00024666590988481471 0 -2.3206442279736311e-05 0.00030445158686916488 -0.00036031937814224869 3.2580346564381207e-05 0.00042759145006299469 0.00010561692152753847 -0.00014528111818190267
leaf_weight=63 46 65 62 46 49 68 51 49 946 93 61 882 54 77 1003 47 48 59
leaf_count=63 46 65 62 46 49 68 51 49 946 93 61 882 54 77 1003 47 48 59
internal_value=0 -1.85344e-05 3.76141e-05 -0.000109552 -0.000672061 -4.08063e-05 -0.00024482 -1.90403e-05 -4.56338e-05 -2.85416e-05 3.01428e-06 -8.49956e-06 4.32394e-08 -5.11275e-05 4.72442e-05 0.000161706 0.000273527 -4.73313e-05
internal_weight=0 3723 2297 1426 154 1272 119 1153 1104 1039 2235 2079 2016 959 1057 156 95 108
internal_count=3769 3723 2297 1426 154 1272 119 1153 1104 1039 2235 2079 2016 959 1057 156 95 108
is_linear=0
shrinkage=0.0995203


Tree=9956
num_leaves=22
num_cat=0
split_feature=28 0 0 5 0 5 1 2 17 17 0 21 8 0 27 6 1 6 5 10 6
split_gain=0.0113321 0.000772938 0.00305121 0.0125865 0.00122018 0.000879151 0.000843707 0.00241099 0.000635467 0.00124732 0.00113256 0.000961679 0.000643392 0.000593338 0.000561249 0.000651694 0.0018941 0.00110437 0.00113383 0.000557918 0.000144071
threshold=0.083225000000000021 -0.082494999999999999 -0.080614999999999992 0.064585000000000017 -0.082885 0.23074000000000006 -0.083284999999999984 -0.082084999999999991 0.12576000000000004 0.0053950000000000014 -0.085684999999999997 -0.021529999999999997 -0.081055000000000002 -0.084759999999999988 0.10153000000000002 0.11816500000000002 -0.07002499999999999 0.10384500000000003 0.049800000000000011 0.089450000000000016 0.13225500000000004
decision_type=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 8 -3 -8 9 13 -11 -10 -13 -1 15 17 -17 19 -19 -4 -18
right_child=-2 2 14 -5 -6 -7 7 -9 11 10 -12 12 -14 -15 -16 16 20 18 -20 -21 -22
leaf_value=1.0222481349025927e-05 -0.0012863517551132246 -0.00028888473401247764 -4.1140521338187588e-05 -0.0018734638020209042 0.00053388320396778805 0.00033683284412958352 0.00068638868215171588 -0.00022281196269569807 -0.00054025418321352388 0.00011585188185327058 0.00065287725276403589 5.9422949813035705e-05 -0.00029547506421699469 -0.00020272491977537025 0.00027533708350858846 -0.00072765209656273965 0.00014681729612195876 0 0.00068039711804756295 0.00031085837807193168 -8.9754571026439913e-05
leaf_weight=1114 71 88 1154 46 46 80 46 76 49 190 51 158 73 146 65 49 50 53 46 46 49
leaf_count=1114 71 88 1154 46 46 80 46 76 49 190 51 158 73 146 65 49 50 53 46 46 49
internal_value=0 -1.6593e-05 -6.41322e-05 -0.000381952 2.70518e-05 1.40841e-05 -5.13413e-05 0.000113291 0 2.52613e-05 0.000232893 -0.000138048 -4.91872e-05 -1.38027e-05 -9.78004e-06 -2.31534e-05 -0.000221028 0 0.00031886 -2.6965e-05 2.14572e-05
internal_weight=0 3675 1768 256 1907 1861 210 122 1781 1501 241 280 231 1260 1512 1447 148 1299 99 1200 99
internal_count=3746 3675 1768 256 1907 1861 210 122 1781 1501 241 280 231 1260 1512 1447 148 1299 99 1200 99
is_linear=0
shrinkage=0.0995203


Tree=9957
num_leaves=17
num_cat=0
split_feature=3 18 18 18 6 6 17 5 20 18 17 17 10 5 11 5
split_gain=0.00353906 0.0162564 0.00106481 0.00104762 0.00101706 0.0108182 0.000680313 0.00101042 0.000521689 0.000544333 0.000510954 0.000739345 0.000549896 0.000221128 0.000163579 0.000249351
threshold=0.07728500000000002 -0.018629999999999997 0.24916000000000005 0.16375000000000003 0.091795000000000015 0.093245000000000022 0.12576000000000004 -0.039649999999999998 -0.24910499999999999 0.11835500000000003 0.048565000000000011 0.067035000000000025 0.09056500000000002 -0.088604999999999989 -0.084384999999999988 -0.43873000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 10 13 -7 -10 12 -12 -2 -8 -3 -16
right_child=2 14 -4 -5 5 8 7 -9 9 -11 11 -13 -14 -15 15 -17
leaf_value=-0.0020659679837498899 1.2493908568503792e-05 -9.2868293829292419e-05 -0.00035587068930172593 0.00046839355988165449 -0.0014572189820039713 -0.00027783497865911856 -6.8622005038564924e-05 -0.0004051065172860724 7.7729146987269525e-05 -0.00020562828963395844 0.00047825248792020573 5.7764682806945348e-05 0.00033218447244421571 0.00014083486295402234 0.00026009888759095966 -4.3542989120174883e-05
leaf_weight=47 2139 80 87 46 55 59 189 88 448 78 61 147 55 67 49 51
leaf_count=47 2139 80 87 46 55 59 189 88 448 78 61 147 55 67 49 51
internal_value=0 -0.000417729 -1.19513e-05 -2.99455e-06 -9.64029e-06 -0.000122772 1.64289e-05 -0.000113904 1.28909e-06 3.4154e-05 3.54352e-05 0.000185017 2.08812e-05 -1.06054e-05 8.0969e-06 9.70553e-05
internal_weight=0 227 3519 3432 3386 640 2746 344 585 526 2402 208 2194 256 180 100
internal_count=3746 227 3519 3432 3386 640 2746 344 585 526 2402 208 2194 256 180 100
is_linear=0
shrinkage=0.0995203


Tree=9958
num_leaves=34
num_cat=0
split_feature=17 27 6 6 17 6 1 5 6 6 20 20 24 1 20 17 0 26 0 9 17 9 9 9 4 1 5 17 0 26 1 20 1
split_gain=0.00125793 0.00576666 0.00183042 0.0119999 0.000929694 0.000821336 0.000844389 0.000744911 0.000591352 0.000650847 0.00056595 0.0016732 0.000635893 0.000612106 0.000592397 0.00122452 0.000586472 0.000519249 0.00106326 0.000813264 0.000635493 0.000627462 0.00196786 0.00106293 0.000557434 0.00043704 0.000416664 0.00047214 0.00045751 0.000351569 0.000314478 0.00058115 0.000218874
threshold=-0.031185000000000001 0.08988500000000002 0.092705000000000023 0.095080000000000012 -0.07107999999999999 -0.085064999999999988 -0.078954999999999984 0.022285000000000003 0.089165000000000022 0.08463500000000003 -0.011044999999999999 -0.048779999999999997 0.083550000000000027 0.0043150000000000011 -0.077649999999999983 0.021725000000000005 -0.096019999999999994 0.084435000000000024 -0.057604999999999996 -1.0000000180025095e-35 0.12576000000000004 0.11351500000000002 0.097365000000000021 0.094435000000000033 0.12205500000000002 -0.112275 -0.079124999999999987 0.10932500000000002 -0.085054999999999992 -0.091484999999999997 0.067120000000000027 -0.09638999999999999 -0.091829999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -6 -7 -5 9 29 11 13 17 26 30 -16 -13 18 19 -12 -21 22 23 -19 -20 -9 -2 28 -28 -1 -15 -32 -11
right_child=10 -3 3 7 5 6 -8 25 -10 32 12 16 -14 14 15 -17 -18 21 24 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 31 -33 -34
leaf_value=0.00020690287827258087 -0.00028575165124332928 -0.00092926546787282975 -0.0017179748898577046 -0.00021671695396560924 -0.00049128068897975126 -0.00027296569289701945 0.00021077883358088819 -4.4264285492920796e-05 0.0003289107033461969 -0.00037525156191102444 -1.0988422794048388e-05 -0.0006726082322463748 -0.0002579581057073028 0.00020374918594572315 0.0005983940525125101 -2.2647426532961408e-05 -0.00016761413886896164 4.2523972753445739e-05 9.4214595922363853e-05 0.00044104031036748076 5.2805065584567291e-05 -0.00031700683248173447 0.00055817677688659527 -0.00031579309489102801 -0.00031599205770517817 0.00031524855260382816 0.00025128372004239288 -0.00021792002659765274 -9.2493682235030592e-05 1.4620149257147193e-05 0.00010869534702971385 -0.00030521605223651907 -6.1809503338483256e-05
leaf_weight=109 81 79 48 78 66 82 62 51 62 51 80 51 61 51 60 61 51 693 73 179 61 50 68 93 57 81 78 79 71 796 67 64 52
leaf_count=109 81 79 48 78 66 82 62 51 62 51 80 51 61 51 60 61 51 693 73 179 61 50 68 93 57 81 78 79 71 796 67 64 52
internal_value=0 -9.9349e-05 -5.61877e-05 -0.000298092 -6.78924e-06 -0.000198759 -5.90019e-05 2.25547e-05 3.01221e-05 1.0932e-05 1.68308e-05 -5.48389e-05 5.35734e-05 6.03985e-06 0.000107796 0.000278542 -0.000428137 6.8213e-05 0.000155899 0.000254026 0.000345775 2.36586e-05 4.45625e-05 0 -7.93482e-05 0.000170144 -9.1091e-05 -1.83448e-05 8.19762e-05 3.86836e-05 -1.22405e-06 -8.72719e-05 -0.000224957
internal_weight=0 1617 1538 258 1280 210 144 210 1070 1008 2129 714 1415 612 303 121 102 1354 450 320 240 904 854 786 130 132 309 228 149 905 182 131 103
internal_count=3746 1617 1538 258 1280 210 144 210 1070 1008 2129 714 1415 612 303 121 102 1354 450 320 240 904 854 786 130 132 309 228 149 905 182 131 103
is_linear=0
shrinkage=0.0995203


Tree=9959
num_leaves=12
num_cat=0
split_feature=28 19 21 6 6 3 3 9 10 21 12
split_gain=0.00912786 0.0015261 0.000769513 0.000565603 0.0094651 0.000536643 0.00156901 0.000483036 0.000420292 0.000439193 0.000340376
threshold=0.083225000000000021 0.13950000000000004 0.17920500000000003 0.092705000000000023 0.093835000000000016 0.096775000000000014 0.09940000000000003 0.08938500000000002 0.09056500000000002 0.13457500000000003 -0.086019999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 7 -7 -6 9 10 -1
right_child=-2 -3 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=-0.00023858377531280251 -0.0011476633556583736 -0.00054341766119554247 0.00037600062455963896 -0.001364859743783044 -4.5592252073451163e-05 -0.00051749162970219146 5.7630666716737376e-05 0.00019415636262857855 0.00026280511970660147 -0.00024493651340903546 1.7637252304606939e-05
leaf_weight=52 71 52 53 53 127 63 178 218 65 67 2747
leaf_count=52 71 52 53 53 127 63 178 218 65 67 2747
internal_value=0 -8.09808e-06 -1.8881e-07 -6.00301e-06 -9.09945e-05 2.28217e-05 -8.93158e-05 0.000103528 1.22471e-05 6.27884e-06 1.25847e-05
internal_weight=0 3675 3623 3570 639 586 241 345 2931 2866 2799
internal_count=3746 3675 3623 3570 639 586 241 345 2931 2866 2799
is_linear=0
shrinkage=0.0995203


Tree=9960
num_leaves=21
num_cat=0
split_feature=28 27 27 3 9 2 19 3 8 8 8 1 1 5 8 1 17 4 9 2
split_gain=0.00451241 0.0031473 0.0132274 0.00278819 0.012544 0.00104398 0.000921422 0.000549909 0.00074357 0.00111773 0.000544568 0.000485796 0.00157599 0.000539305 0.000452776 0.000313847 0.000613514 0.000464532 0.000300292 0.000305069
threshold=0.080375000000000016 1.0000000180025095e-35 0.08043500000000002 0.083955000000000016 0.084645000000000012 -0.037414999999999997 0.13950000000000004 0.090995000000000006 -0.088429999999999995 -0.090440000000000006 -0.08569499999999998 -0.073844999999999994 -0.077774999999999997 0.11083500000000003 -0.094139999999999988 -0.090104999999999991 -0.010655 0.081905000000000019 -0.012169999999999999 -0.0097149999999999997
decision_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 15 14 7 8 9 -5 -10 12 -9 -13 -4 -1 -17 -18 19 -7
right_child=-2 2 5 6 -6 18 -8 11 10 -11 -12 13 -14 -15 -16 16 17 -19 -20 -21
leaf_value=-0.00010007569129546435 -0.00068775603252017208 0.0018850020484981556 0.00013656063311710161 -7.4881333089739079e-06 0.0018388687899478975 0.00022949285225939433 -0.00040330386186299697 6.676075862072149e-05 -0.00021073427991894533 0.00044546605410042379 -3.2881108579008881e-05 -1.5455175501719016e-05 0.00062310807343879079 0.00014184290609056512 0.00052423360343839239 0.00040796748893589076 -0.0002402259358478889 0.0001966970953061795 -0.00024688507893247906 -7.602103727583255e-05
leaf_weight=91 80 48 72 194 46 51 53 386 223 73 797 940 59 278 62 52 47 49 51 84
leaf_count=91 80 48 72 194 46 51 53 386 223 73 797 940 59 278 62 52 47 49 51 84
internal_value=0 6.71041e-05 0.000343372 3.59347e-05 0.000333484 0.000109569 7.42308e-06 1.50797e-05 -3.3374e-05 0.000113287 -7.25673e-05 5.30704e-05 0.000142363 1.97749e-05 0.000322041 4.03194e-05 0.000132175 -8.6858e-06 -3.91009e-05 3.33315e-05
internal_weight=0 3656 368 3288 285 320 3003 2950 1287 267 1020 1663 445 1218 134 239 148 96 186 135
internal_count=3736 3656 368 3288 285 320 3003 2950 1287 267 1020 1663 445 1218 134 239 148 96 186 135
is_linear=0
shrinkage=0.0995203


Tree=9961
num_leaves=25
num_cat=0
split_feature=18 18 6 28 18 2 18 17 17 5 5 20 17 9 5 8 5 1 0 20 1 6 6 0
split_gain=0.00956268 0.0358222 0.037107 0.00523953 0.000690823 0.00060914 0.000560328 0.00118666 0.00324363 0.000596162 0.00083372 0.000707874 0.000539707 0.000535302 0.00192485 0.000475045 0.00126151 0.000602059 0.000324317 0.000279647 0.000409434 0.000276361 0.000273554 0.000120269
threshold=-0.095799999999999982 -0.10726999999999999 -0.0062199999999999998 0.080375000000000016 0.24916000000000005 0.097285000000000024 0.11061000000000003 0.07134500000000002 0.052150000000000009 -0.077634999999999996 -0.071539999999999992 -0.012970000000000001 -0.23400499999999999 0.08951000000000002 0.2686150000000001 -0.049499999999999995 -0.082635 1.0000000180025095e-35 -0.08317999999999999 -0.073314999999999991 0.05309500000000001 -0.0076549999999999995 -0.052844999999999996 -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 2
left_child=1 5 -3 4 6 13 9 8 12 15 -11 -12 -8 14 21 16 -2 -17 -9 20 -15 -1 -21 -6
right_child=3 2 -4 -5 23 -7 7 18 -10 10 11 -13 -14 19 -16 17 -18 -19 -20 22 -22 -23 -24 -25
leaf_value=0.00015336927444892541 5.7568946682045731e-05 0.00029933126195617318 0.0042162246877950589 -0.00090419906764952656 -0.00012785101474315115 -0.00023491024772742119 0.00030031675245913609 6.9661782398417358e-05 0.00094717122563473997 -0.00045269702891847201 -0.00013952074312364386 8.6820368691096915e-06 -0.00012304857378236445 7.5365042637807694e-05 0.00074493030638703357 -0.00028604152929133597 0.0005611139249064918 1.9887989236936989e-05 -0.0002231842250674169 -7.1690657331355511e-05 -0.00029992171042676833 -0.00017897423656754622 0.00022241657345641218 -0.00038896078912696531
leaf_weight=51 657 51 46 65 48 61 46 68 54 49 446 1092 83 54 51 78 54 329 76 46 56 48 80 47
leaf_count=51 657 51 46 65 48 61 46 68 54 49 446 1092 83 54 51 78 54 329 76 46 56 48 80 47
internal_value=0 0.000431422 0.00216527 -1.9812e-05 -1.16672e-06 5.33424e-05 6.85016e-06 0.000130042 0.000299174 -7.73956e-06 -4.72134e-05 -3.37626e-05 2.1573e-05 0.000101016 0.00024815 4.75613e-05 9.69643e-05 -3.67309e-05 -7.9211e-05 4.02975e-06 -0.000108248 0 0.000108547 -0.000265649
internal_weight=0 544 97 3192 3127 447 3032 327 183 2705 1587 1538 129 386 150 1118 711 407 144 236 110 99 126 95
internal_count=3736 544 97 3192 3127 447 3032 327 183 2705 1587 1538 129 386 150 1118 711 407 144 236 110 99 126 95
is_linear=0
shrinkage=0.0995203


Tree=9962
num_leaves=17
num_cat=0
split_feature=18 18 5 28 18 21 19 10 10 5 1 20 6 3 6 21
split_gain=0.00776043 0.0290718 0.0317325 0.00424853 0.000564225 0.000526391 0.0004689 0.000412199 0.000474894 0.00046966 0.000332749 0.000231753 0.000286114 0.000286881 0.000162532 0.000160817
threshold=-0.095799999999999982 -0.10726999999999999 -0.0037599999999999999 0.080375000000000016 0.24916000000000005 0.15442000000000003 -0.099114999999999995 0.090150000000000022 0.086175000000000015 -0.045014999999999993 -0.50158499999999984 -0.071149999999999991 -0.052844999999999996 0.10792500000000002 -0.069354999999999986 0.094640000000000016
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 7 -1 8 9 -2 -8 14 -13 -14 -12 -6
right_child=3 2 -4 -5 15 -7 10 -9 -10 -11 11 12 13 -15 -16 -17
leaf_value=0.0003121674423515983 4.2318309574210854e-05 0.0038470886587524534 0.000224025808644049 -0.00081421297782153699 -8.8639799451500797e-05 0.00033318517244541196 -0.00020255415806366063 -0.00024689610061768202 0.00032030594712602616 -3.8169105516921542e-05 7.1146474316042592e-05 -5.0713381785294724e-05 7.8850572558381937e-05 0.00040991774028882307 -0.00013395042606249638 -0.00037730254164351442
leaf_weight=58 1409 46 51 65 48 48 62 65 47 1463 65 55 76 47 84 47
leaf_count=58 1409 46 51 65 48 48 62 65 47 1463 65 55 76 47 84 47
internal_value=0 0.000388637 0.00195062 -1.78403e-05 -1.02456e-06 6.1953e-06 4.78515e-05 6.61061e-07 6.45409e-06 1.03289e-06 6.3374e-06 4.84472e-05 0.000126233 0.000212012 -3.89845e-05 -0.000240069
internal_weight=0 544 97 3192 3127 3032 447 2984 2919 2872 389 327 178 123 149 95
internal_count=3736 544 97 3192 3127 3032 447 2984 2919 2872 389 327 178 123 149 95
is_linear=0
shrinkage=0.0995203


Tree=9963
num_leaves=23
num_cat=0
split_feature=26 3 8 17 3 3 19 9 9 17 26 26 3 8 9 8 3 4 9 26 1 1
split_gain=0.00266896 0.0101799 0.00190658 0.00833773 0.00210824 0.0138182 0.000589093 0.00065778 0.000735579 0.00118917 0.000590752 0.000471788 0.000402355 0.000396982 0.000371101 0.000273562 0.000324511 0.000269832 0.00034506 0.000240624 0.000366609 0.000344304
threshold=-0.16205499999999998 0.090135000000000021 -0.09602999999999999 -0.09744499999999999 0.083955000000000016 0.083595000000000017 0.13950000000000004 0.092150000000000024 0.09310000000000003 0.052150000000000009 -0.088059999999999986 -0.0083299999999999989 0.10850000000000003 -0.36115499999999995 0.086115000000000011 -0.47145500000000001 0.13345500000000002 0.08167000000000002 -0.078344999999999984 0.082850000000000021 -0.078954999999999984 0.18123500000000006
decision_type=2 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 14 7 10 -9 -10 -6 -12 -3 15 17 16 -5 -4 -19 -15 -21 -22
right_child=2 12 4 13 6 -7 -8 8 9 -11 11 -13 -14 19 -16 -17 -18 18 -20 20 21 -23
leaf_value=-0.0016144875855828794 0.0011468351464380493 -0.00011041116669537493 0.00018066123549909384 0.00020899654132579821 0.00023183514103409714 0.0018627951148817621 -0.00035167077659834206 0.00034541255126796554 -3.7407485837621777e-05 0.00023615284932160461 -0.00019519785298435403 -2.3882713745378175e-05 0.00023809573681237917 0.0003052878538074862 -0.00025091788851855048 -0.00019669951474977652 -0.00013127208331925472 9.0501585481582913e-05 -0.00025486110062650214 -0.00013331600988148544 0.00030911782698140152 0
leaf_weight=46 83 51 89 59 81 46 47 91 524 223 180 1575 82 67 51 76 50 67 48 55 76 69
leaf_count=46 83 51 89 59 81 46 47 91 524 223 180 1575 82 67 51 76 50 67 48 55 76 69
internal_value=0 -0.000337283 5.61018e-05 0.000229459 2.51405e-05 0.000275086 -2.20788e-06 3.62837e-06 7.69608e-05 4.31619e-05 -2.93966e-05 -4.192e-05 9.83027e-05 5.91921e-05 -8.11401e-06 -4.96323e-05 4.53997e-05 4.85741e-05 -4.65314e-05 0.000137661 7.74124e-05 0.00016299
internal_weight=0 179 3557 535 3022 301 2721 2674 838 747 1836 1755 133 452 255 185 109 204 115 267 200 145
internal_count=3736 179 3557 535 3022 301 2721 2674 838 747 1836 1755 133 452 255 185 109 204 115 267 200 145
is_linear=0
shrinkage=0.0995203


Tree=9964
num_leaves=21
num_cat=0
split_feature=20 20 26 10 19 18 18 26 3 26 5 26 3 6 26 3 6 18 20 2
split_gain=0.00186755 0.032076 0.00110048 0.000912012 0.000690156 0.000468648 0.000823454 0.00110808 0.000392565 0.000390296 0.000338111 0.0002859 0.000276347 0.000362891 0.00049885 0.000445557 0.000432959 0.00061889 0.000261767 0.000354322
threshold=-0.080754999999999993 -0.081374999999999989 -0.126245 0.090150000000000022 0.13950000000000004 -0.092584999999999987 -0.1394 0.089150000000000021 0.08777500000000002 -0.23202999999999999 0.40898000000000007 0.11880500000000002 0.12015500000000003 -0.049005 0.084685000000000024 0.087625000000000022 -0.01146 -0.078409999999999994 -0.085144999999999985 -0.089549999999999991
decision_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 9 4 5 6 8 -8 -4 -2 11 -7 13 14 18 -15 -17 -18 19 -1
right_child=2 -3 3 -5 -6 10 7 -9 -10 -11 -12 -13 -14 15 -16 16 17 -19 -20 -21
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leaf_weight=64 72 50 54 52 47 2049 160 48 155 75 50 223 81 85 82 63 91 78 81 85
leaf_count=64 72 50 54 52 47 2049 160 48 155 75 50 223 81 85 82 63 91 78 81 85
internal_value=0 -0.000179773 -4.71989e-06 -1.87417e-05 -1.07327e-05 -3.94209e-06 -0.000101312 -0.000242014 3.48005e-05 0.000260418 1.31916e-05 7.18751e-06 -7.04239e-06 -3.04252e-05 4.39272e-05 -0.000106187 -0.000178748 -8.94528e-05 -2.80222e-05 4.59592e-05
internal_weight=0 760 2985 2838 2786 2739 417 208 209 147 2322 2272 710 629 312 317 232 169 230 149
internal_count=3745 760 2985 2838 2786 2739 417 208 209 147 2322 2272 710 629 312 317 232 169 230 149
is_linear=0
shrinkage=0.0995203


Tree=9965
num_leaves=19
num_cat=0
split_feature=27 1 1 2 2 2 9 29 9 20 26 26 4 20 20 20 20 20
split_gain=0.00173572 0.00203152 0.0256453 0.000807542 0.000595433 0.000807921 0.000493037 0.0016031 0.000513616 0.000373035 0.000310608 0.000489489 0.000284444 0.000247151 0.000185524 0.000256057 0.000190467 0.000143218
threshold=0.092265000000000028 0.066150000000000028 0.081675000000000011 -0.24151999999999998 -0.0097149999999999997 -0.043929999999999997 0.11351500000000002 0.089275000000000007 0.10341500000000002 -0.14878999999999998 -0.084599999999999995 -0.054024999999999997 0.11971000000000002 -0.085594999999999991 -0.079725000000000004 0.0013750000000000004 -0.09638999999999999 -0.24910499999999999
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 -2 7 8 12 17 14 -12 -4 -13 16 -16 -11 -5
right_child=4 2 6 9 -6 -7 -8 -9 -10 10 11 13 -14 -15 15 -17 -18 -19
leaf_value=-0.00033607863158781234 0.00013778337520706593 -0.0023787846819120239 -6.3686595703148579e-05 -4.0788505613650655e-05 0 0.00062540842263705701 -0.00031129505222587326 0.00055722978682157395 -0.00035605182335188355 0.0001639461843194024 -0.0002522697418289564 0.00012698762534252354 0.00012631035755510914 -1.3799132213430733e-05 0.00027366484151949733 0 -9.7061257234860011e-05 -0.00029587521760307328
leaf_weight=78 86 50 276 47 78 62 52 48 48 46 83 130 108 2284 93 46 69 61
leaf_count=78 86 50 276 47 78 62 52 48 48 46 83 130 108 2284 93 46 69 61
internal_value=0 -5.37515e-05 -0.000223754 -1.97848e-05 0.000230274 0.00034759 -1.96744e-05 1.02124e-05 -4.86724e-05 -1.08693e-05 -3.44331e-06 -1.43962e-05 -8.1181e-06 -5.87829e-06 0.000101008 0.000178502 2.23258e-07 -0.000192445
internal_weight=0 3519 582 2937 226 148 532 480 432 2859 2751 2497 384 2414 254 139 115 108
internal_count=3745 3519 582 2937 226 148 532 480 432 2859 2751 2497 384 2414 254 139 115 108
is_linear=0
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Tree=9966
num_leaves=18
num_cat=0
split_feature=20 20 27 2 19 26 2 2 2 8 27 17 20 0 4 0 18
split_gain=0.00149459 0.0217046 0.000951788 0.000703611 0.000664406 0.00035392 0.000314489 0.000826808 0.00036 0.000309684 0.000302395 0.000245653 0.000193251 0.000227741 0.000648396 0.000467531 0.000436845
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -2 5 11 8 -8 -7 -4 12 -5 13 15 -15 16 -1
right_child=2 -3 9 4 -6 6 7 -9 -10 -11 -12 -13 -14 14 -16 -17 -18
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leaf_weight=114 78 51 66 55 51 191 50 2106 270 46 48 79 49 65 46 61 319
leaf_count=114 78 51 66 55 51 191 50 2106 270 46 48 79 49 65 46 61 319
internal_value=0 -0.000158146 -9.99786e-07 -1.23414e-05 -3.83824e-06 2.46467e-06 -5.31019e-06 1.03069e-05 -8.01239e-05 0.000283333 -1.29581e-05 0.000160415 -3.1754e-05 -1.49028e-05 -0.000144338 1.25236e-05 -2.20725e-05
internal_weight=0 753 2992 2880 2802 2751 2617 2156 461 112 702 134 654 605 111 494 433
internal_count=3745 753 2992 2880 2802 2751 2617 2156 461 112 702 134 654 605 111 494 433
is_linear=0
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Tree=9967
num_leaves=18
num_cat=0
split_feature=20 20 28 26 8 3 8 0 0 5 17 17 3 19 0 0 0
split_gain=0.00121193 0.0176015 0.000753523 0.000707008 0.000644047 0.000663469 0.000502498 0.00028189 0.000438265 0.000580277 0.000531456 0.000450697 0.000328117 0.000260623 0.000249285 0.000933248 0.000461729
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 13 6 -6 8 9 10 -1 -12 -10 14 16 -16 -5
right_child=2 -3 -4 4 5 -7 -8 -9 12 -11 11 -13 -14 -15 15 -17 -18
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leaf_weight=82 78 51 56 1949 83 67 63 46 46 50 52 376 50 50 93 506 47
leaf_count=82 78 51 56 1949 83 67 63 46 46 50 52 376 50 50 93 506 47
internal_value=0 -0.000142299 -7.64148e-07 -7.93463e-06 -1.62738e-05 -0.000182812 -5.73313e-05 -1.14364e-05 -2.92433e-05 2.99836e-06 -2.72431e-05 1.54251e-05 -0.000225847 -2.55308e-06 1.47002e-06 5.80615e-05 -1.5103e-05
internal_weight=0 753 2992 2936 2858 213 146 702 656 560 510 428 96 2645 2595 599 1996
internal_count=3745 753 2992 2936 2858 213 146 702 656 560 510 428 96 2645 2595 599 1996
is_linear=0
shrinkage=0.0995203


Tree=9968
num_leaves=37
num_cat=0
split_feature=6 6 9 9 8 8 17 17 9 17 18 8 5 27 9 2 6 5 17 21 21 6 17 21 21 8 21 8 26 1 2 2 2 26 5 27
split_gain=0.00137243 0.0153403 0.00126318 0.00629096 0.00058473 0.000675861 0.000536783 0.000745364 0.000953959 0.00064738 0.000520641 0.000703669 0.000884446 0.000470207 0.000450029 0.000699811 0.000432419 0.00039437 0.000987421 0.000526949 0.001267 0.00076146 0.000859868 0.000690447 0.00065967 0.000676943 0.00134191 0.000435267 0.00038222 0.000363071 0.000387734 0.00102811 0.000520719 0.000143728 0.000153016 0.000234804
threshold=0.082060000000000022 0.084410000000000027 0.086345000000000019 0.085495000000000029 -0.079049999999999995 -0.080924999999999983 -0.068169999999999994 -0.011174999999999999 0.084755000000000011 -0.14723999999999998 0.11504500000000002 -0.077784999999999993 0.054660000000000007 0.085370000000000015 0.08888500000000002 -0.070354999999999987 0.091495000000000007 -0.028405 0.10932500000000002 0.094215000000000021 0.091485000000000025 -0.094449999999999992 -0.067015000000000005 -0.085204999999999989 0.097380000000000022 -0.012839999999999999 0.10343500000000001 0.0044850000000000011 -0.084599999999999995 0.066150000000000028 -0.082294999999999993 -0.083344999999999989 -0.08126499999999999 0.097315000000000026 -0.41397 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 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 3 6 5 14 9 -8 -9 -3 11 -6 -13 17 16 -16 -4 19 29 20 21 22 -1 -23 -21 26 -26 -27 -15 30 31 -19 -32 34 -30 -36
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leaf_weight=48 47 71 107 78 50 75 69 135 52 62 91 242 93 87 138 46 52 425 81 54 64 54 223 236 48 74 103 47 59 59 48 49 436 53 47 48
leaf_count=48 47 71 107 78 50 75 69 135 52 62 91 242 93 87 138 46 52 425 81 54 64 54 223 236 48 74 103 47 59 59 48 49 436 53 47 48
internal_value=0 -0.000119904 -5.82391e-05 -0.000190987 1.01889e-05 9.68638e-05 -2.52632e-05 5.65542e-05 -4.27332e-05 -0.000188901 -6.42051e-05 -1.13769e-05 3.83998e-05 4.09877e-06 3.50409e-05 -6.78328e-05 0.000159238 -1.24269e-05 -5.33521e-05 3.39634e-05 8.80373e-05 3.85959e-05 -7.93729e-05 0.000151659 -6.71948e-05 -1.0866e-06 0.000136402 -0.000179428 0.000122057 -2.58542e-05 -4.13274e-05 2.12239e-05 -0.000104278 4.3813e-05 0 7.31834e-05
internal_weight=0 1408 1361 467 894 418 389 256 187 133 476 385 335 2343 343 184 159 2049 1098 951 625 561 271 290 326 272 151 121 294 1017 958 474 484 207 154 95
internal_count=3751 1408 1361 467 894 418 389 256 187 133 476 385 335 2343 343 184 159 2049 1098 951 625 561 271 290 326 272 151 121 294 1017 958 474 484 207 154 95
is_linear=0
shrinkage=0.0995203


Tree=9969
num_leaves=34
num_cat=0
split_feature=9 9 18 18 18 0 6 6 2 2 6 6 5 9 2 9 5 9 26 27 1 5 21 8 6 6 6 21 9 21 2 6 1
split_gain=0.00119434 0.0109869 0.00406648 0.0170173 0.000593081 0.000479361 0.00106787 0.000595315 0.000579271 0.000510962 0.000472044 0.00089245 0.000689867 0.00192978 0.000631967 0.000562295 0.000823029 0.000556395 0.00109357 0.00039044 0.000349078 0.000967503 0.000636935 0.000483345 0.000320584 0.000766101 0.000404103 0.000325165 0.00083953 0.000604307 0.000278054 0.000347624 0.000271643
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 20 6 9 8 -7 -6 11 19 13 -12 -13 -14 -17 -18 -19 24 21 -1 -22 -23 25 26 -2 29 -29 -26 32 -32 -5
right_child=10 -3 3 30 5 7 -8 -9 -10 -11 12 14 15 -15 -16 16 17 18 -20 -21 22 23 -24 -25 27 -27 -28 28 -30 -31 31 -33 -34
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leaf_weight=63 127 52 49 51 57 56 58 53 178 381 55 58 58 81 58 60 52 68 94 71 46 145 62 179 800 46 71 59 105 275 46 65 72
leaf_count=63 127 52 49 51 57 56 58 53 178 381 55 58 58 81 58 60 52 68 94 71 46 145 62 179 800 46 71 59 105 275 46 65 72
internal_value=0 -0.000102732 -5.4782e-05 -0.000396268 2.0196e-05 7.45867e-05 0.000134093 -2.54008e-05 3.97064e-05 7.87588e-05 1.03982e-05 3.54902e-05 -7.73902e-05 -0.000266177 0.00030215 0 5.95327e-05 -2.8248e-05 5.84344e-05 1.50584e-05 -6.41864e-05 -1.77256e-05 -0.000223091 -8.91167e-05 3.58248e-06 -0.00010003 -1.07804e-05 2.46479e-05 -0.00010439 4.50952e-05 -3.95529e-05 -0.000155839 5.87324e-05
internal_weight=0 1613 1561 283 1278 783 496 287 234 438 2138 1670 468 136 116 332 274 214 162 1554 495 387 108 324 1483 244 198 1239 164 1075 234 111 123
internal_count=3751 1613 1561 283 1278 783 496 287 234 438 2138 1670 468 136 116 332 274 214 162 1554 495 387 108 324 1483 244 198 1239 164 1075 234 111 123
is_linear=0
shrinkage=0.0995203


Tree=9970
num_leaves=33
num_cat=0
split_feature=3 3 17 8 26 6 6 5 9 9 0 5 1 9 9 1 0 5 26 9 5 9 29 26 19 9 20 20 17 0 3 26
split_gain=0.00249909 0.0179313 0.0241041 0.000533323 0.000808631 0.000469999 0.000819194 0.000471044 0.00121174 0.000499485 0.00119332 0.00066423 0.000545236 0.000455738 0.000690515 0.00151898 0.000658482 0.000414305 0.000405701 0.000396153 0.000333654 0.00046129 0.000936018 0.00060036 0.000343831 0.000414103 0.000637017 0.000438632 0.000258508 0.000355986 0.000293384 0.000170477
threshold=0.085625000000000021 0.084895000000000012 -0.0096999999999999986 -0.08569499999999998 0.08734500000000002 0.095760000000000026 0.092405000000000029 -0.061665000000000005 0.097200000000000022 0.08938500000000002 -0.080884999999999999 -0.033039999999999993 -0.064534999999999995 0.083715000000000026 0.084915000000000032 -0.08616 -0.085794999999999996 0.060575000000000011 0.096275000000000013 -0.078344999999999984 -0.087105000000000002 0.11351500000000002 0.089275000000000007 0.10264000000000002 0.12477000000000003 0.099125000000000033 0.0057800000000000013 -0.064180000000000001 -0.0090649999999999984 -0.087504999999999986 0.08345000000000001 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 2
left_child=1 3 -3 4 28 6 20 8 -7 10 -9 -11 17 16 15 -15 -5 -13 -8 -18 21 22 23 -2 25 26 -22 -27 29 -1 -30 -26
right_child=5 2 -4 13 -6 7 18 9 -10 11 -12 12 -14 14 -16 -17 19 -19 -20 -21 24 -23 -24 -25 31 27 -28 -29 30 -31 -32 -33
leaf_value=-2.5496210626417675e-05 8.9520261441906098e-05 -1.6679849039344003e-05 -0.0027943030479045793 0.0003153455999228587 0.00043218887208786705 -0.00052046498597668571 0.00012113873231538405 -0.00047086745315567355 2.9836061747192873e-05 0.00034781997503631858 0.00017235194862420637 0.0002172591297099442 -0.00029367854652176688 3.7824938685798838e-05 4.1465666932409693e-05 -0.00073477339639520668 9.7479446677987207e-05 -0.00010897323874315058 0.0005148179779502698 -0.0002943981686315231 -4.3431535029355643e-05 -0.00021129063296207866 0.00052321308014220214 -0.00021047773173893863 -0.0003401546626348984 0.00031638084617885361 0.00020919590997311286 0 5.7193403756949308e-05 0.00031481929411249752 -0.00026817844563342756 -4.7771502189627001e-05
leaf_weight=58 597 69 57 61 65 73 77 66 81 60 48 85 56 47 75 50 47 67 46 51 1206 54 46 73 46 78 107 95 59 56 47 48
leaf_count=58 597 69 57 61 65 73 77 66 81 60 48 85 56 47 75 50 47 67 46 51 1206 54 46 73 46 78 107 95 59 56 47 48
internal_value=0 -0.000197875 -0.00127972 2.20828e-05 0.000122854 5.81463e-06 2.43788e-05 -7.83096e-05 -0.000225705 -1.67453e-05 -0.000192857 5.51134e-05 -2.53855e-05 -6.22109e-05 -0.000175661 -0.000351982 5.53667e-05 6.80736e-05 0.000275024 -9.81036e-05 1.09116e-05 6.48288e-05 8.67968e-05 5.56121e-05 -1.48464e-05 -2.61099e-06 -2.22207e-05 0.000141487 2.77386e-05 0.000134495 -7.93524e-05 -0.000199562
internal_weight=0 742 126 616 285 3009 2473 536 154 382 114 268 208 331 172 97 159 152 123 98 2350 770 716 670 1580 1486 1313 173 220 114 106 94
internal_count=3751 742 126 616 285 3009 2473 536 154 382 114 268 208 331 172 97 159 152 123 98 2350 770 716 670 1580 1486 1313 173 220 114 106 94
is_linear=0
shrinkage=0.0995203


Tree=9971
num_leaves=23
num_cat=0
split_feature=6 6 5 5 5 6 1 5 6 1 18 28 29 5 26 11 26 26 4 18 1 17
split_gain=0.000898394 0.0122703 0.000717314 0.00809186 0.000882694 0.00054514 0.000972693 0.00298223 0.00172827 0.000765795 0.00038566 0.000318814 0.000313746 0.000370909 0.000347805 0.000711925 0.000250972 0.000230836 0.000510872 0.000337901 0.000283088 0.000449161
threshold=0.082060000000000022 0.084410000000000027 -0.0098949999999999993 -0.0081349999999999981 -0.011764999999999999 0.095760000000000026 -0.083284999999999984 -0.015214999999999999 0.091615000000000016 -0.075804999999999997 0.26473000000000008 1.0000000180025095e-35 0.097705000000000028 -0.54623499999999992 -0.236315 -0.37931999999999999 0.092180000000000026 0.085505000000000012 0.09939000000000002 -0.09404499999999999 -0.068094999999999989 -0.0064000000000000003
decision_type=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 4 -4 5 6 7 -3 -8 -7 11 12 13 -1 -15 -16 -11 18 19 -5 21 -19
right_child=1 2 3 17 -6 9 8 -9 -10 16 -12 -13 -14 14 15 -17 -18 20 -20 -21 -22 -23
leaf_value=0.00028361852785961742 -0.0016750202810277765 0.00018067841384076345 -0.0012944672859790129 -1.9725869688052682e-05 0.0004160446033779211 -0.00044291430243082228 1.6236700659237964e-05 -0.00081356876469688792 0.00054605428202340856 7.9275092398525628e-05 -0.00024170714062593987 0.00020178785184458135 -0.00021238274343485364 0.0002461853240270173 -0.00038380583507733289 8.0550286180958132e-06 -0.00013896776605298498 3.6046958103604344e-06 0.00013316069754767403 -0.00039866818802093338 -0.00014995710490946142 0.00027927602814720718
leaf_weight=49 47 83 53 47 53 57 243 46 83 103 60 86 63 58 47 1980 102 234 54 58 64 81
leaf_count=49 47 83 53 47 53 57 243 46 83 103 60 86 63 58 47 1980 102 234 54 58 64 81
internal_value=0 -9.36582e-05 -3.84468e-05 -0.000121148 2.39658e-05 -3.87461e-06 6.07885e-05 -0.000167514 0.00015364 -0.000119296 6.63993e-06 1.35254e-05 5.78335e-06 1.26077e-05 5.84596e-06 -6.27188e-07 -2.53207e-05 -4.03898e-06 -0.000106033 -0.000236843 3.659e-05 7.70905e-05
internal_weight=0 1408 1361 591 770 717 455 129 326 262 2343 2283 2197 2134 2085 2027 205 538 159 105 379 315
internal_count=3751 1408 1361 591 770 717 455 129 326 262 2343 2283 2197 2134 2085 2027 205 538 159 105 379 315
is_linear=0
shrinkage=0.0995203


Tree=9972
num_leaves=15
num_cat=0
split_feature=28 7 18 1 29 4 4 4 1 1 6 27 26 21
split_gain=0.000971222 0.000662266 0.000387956 0.000326836 0.000691512 0.000628461 0.00152919 0.00094262 0.000390445 0.000596866 0.000695275 0.000358984 0.000330908 0.000178332
threshold=0.10017000000000002 -0.23835999999999999 0.23251500000000005 0.41165000000000013 -0.08070999999999999 0.11905500000000004 0.11198000000000002 0.13707500000000003 0.039665000000000013 0.05340000000000001 -0.099455000000000002 0.088875000000000023 0.096980000000000025 0.09339500000000002
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 11 -10 -11 12 -3 -4
right_child=-2 2 13 4 5 7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.00039376870323127639 0.00046039112672371219 2.2898083542034147e-05 -2.3827781915496869e-05 0.00021172985828102765 0 0.00027079640446565765 -0.00076992477078502972 -0.00024181404645565977 0.0004456616062880614 -0.000118100867889249 0.00014981442240772887 0.00022084133712298748 -6.9233767768300561e-05 -0.000312123062324987
leaf_weight=46 50 2167 48 63 61 63 46 81 48 132 330 80 468 51
leaf_count=46 50 2167 48 63 61 63 46 81 48 132 330 80 468 51
internal_value=0 1.79086e-05 1.29311e-05 1.85766e-05 -7.76579e-05 -0.000153555 -0.000336593 -1.18621e-05 2.82003e-05 0.000108316 7.14953e-05 1.28494e-05 6.22395e-06 -0.000180613
internal_weight=0 3684 3638 3539 314 251 107 144 3225 510 462 2715 2635 99
internal_count=3734 3684 3638 3539 314 251 107 144 3225 510 462 2715 2635 99
is_linear=0
shrinkage=0.0995203


Tree=9973
num_leaves=15
num_cat=0
split_feature=7 19 20 22 0 3 0 4 3 26 3 3 1 5
split_gain=0.000518303 0.000337159 0.00030242 0.0003072 0.000395056 0.000723519 0.000744182 0.000664162 0.000471559 0.000824837 0.000547354 0.000364527 0.000682484 0.000164646
threshold=-0.23835999999999999 0.13950000000000004 -0.41270499999999993 0.079065000000000024 -0.085794999999999996 0.10892000000000003 -0.15468499999999999 0.10801000000000002 0.093615000000000018 0.098185000000000022 0.094970000000000013 0.11896500000000003 0.0047600000000000012 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 -4 9 -6 -10 12 13 -5
right_child=1 -3 3 11 8 6 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=0.00035458076575684081 -0.00022509165190367592 -0.00021547400467835127 9.3790828340315998e-05 9.1891875474922055e-05 -6.2535629049969026e-06 -0.00034765193257051385 3.7081519419032633e-05 0.00047428708790169243 0.00031163090987866598 -0.00028007252141483429 3.3952175402985962e-05 0.00010690302510696023 -0.00044452730052442713 -0.00011434966608716475
leaf_weight=46 48 60 996 60 958 72 152 49 78 124 862 77 55 97
leaf_count=46 48 60 996 60 958 72 152 49 78 124 862 77 55 97
internal_value=0 1.72906e-05 2.13658e-05 2.48989e-05 3.37083e-05 7.72891e-05 -8.29283e-05 0.000112416 5.95225e-06 -3.83905e-05 5.78645e-05 -7.25857e-05 -0.000141639 -3.03171e-05
internal_weight=0 3688 3628 3580 3291 1269 224 1045 2022 1082 940 289 212 157
internal_count=3734 3688 3628 3580 3291 1269 224 1045 2022 1082 940 289 212 157
is_linear=0
shrinkage=0.0995203


Tree=9974
num_leaves=20
num_cat=0
split_feature=28 7 1 36 3 3 3 18 18 5 5 9 1 1 3 9 18 5 21
split_gain=0.000780785 0.000386216 0.000314828 0.000639751 0.00111387 0.000495463 0.00043452 0.000399202 0.000718865 0.000566716 0.000445728 0.000484621 0.000374843 0.00139494 0.00044183 0.000349556 0.000248272 0.0002776 0.000132486
threshold=0.092630000000000032 -0.075879999999999989 0.41165000000000013 0.088355000000000031 0.11816500000000002 0.13640000000000005 0.10525500000000003 0.090725000000000014 0.092545000000000016 -0.056974999999999998 -0.040404999999999996 0.08938500000000002 0.10924000000000002 0.039665000000000013 0.10089500000000003 -0.063329999999999984 0.23251500000000005 -0.068984999999999991 0.09339500000000002
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 7 4 6 -6 -4 9 -9 12 -11 -12 13 -3 -14 -7 17 -10 -18
right_child=-2 2 3 -5 5 15 -8 8 16 10 11 -13 14 -15 -16 -17 18 -19 -20
leaf_value=0.00024563957269485131 0.00038885559729105095 7.8948334939177376e-05 -0.00017536361833467716 0.00024377078950737295 0.00025452146049137042 6.069646548924672e-05 -0.0006213138359611283 -0.00040012345226114564 -4.6742997121970564e-05 -0.00023119671347952039 -1.7501461245704758e-05 8.895657554746683e-05 -0.00016635493036015078 0.00053129720499997307 0.00012546805712588209 -0.00029568842055164354 -2.5238988358457449e-05 9.4968126949105934e-05 -0.00027745692598894371
leaf_weight=70 56 346 49 47 55 50 51 53 356 73 1210 645 85 86 129 53 48 221 51
leaf_count=70 56 346 49 47 55 50 51 53 356 73 1210 645 85 86 129 53 48 221 51
internal_value=0 1.36628e-05 8.93525e-06 -8.73507e-05 -0.000150844 8.62037e-06 -0.000410985 1.80742e-05 -4.64447e-05 3.6665e-05 9.17303e-06 1.90736e-05 0.000117448 0.000170894 5.73169e-06 -0.000114738 -1.75044e-05 6.11581e-06 -0.000163438
internal_weight=0 3678 3608 305 258 158 100 3303 729 2574 1928 1855 646 432 214 103 676 577 99
internal_count=3734 3678 3608 305 258 158 100 3303 729 2574 1928 1855 646 432 214 103 676 577 99
is_linear=0
shrinkage=0.0995203


Tree=9975
num_leaves=14
num_cat=0
split_feature=28 7 23 9 9 26 2 2 4 2 26 9 22
split_gain=0.000637895 0.00037259 0.000288759 0.000628202 0.000328143 0.000672653 0.00164896 0.00134897 0.000672758 0.000658287 0.000665551 0.000776956 0.00044152
threshold=0.10017000000000002 -0.23835999999999999 -0.017849999999999998 -0.063329999999999984 0.11408000000000003 0.10353500000000003 -0.083104999999999998 -0.077604999999999993 0.14154500000000006 -0.043929999999999997 0.15222000000000005 0.12912500000000005 0.13160500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 -7 -8 12 10 11 -6 -4
right_child=-2 2 4 -5 9 6 7 -9 -10 -11 -12 -13 -14
leaf_value=0.00029453689204229482 0.00037120346448537629 0.00011287611422788817 3.2903682436221404e-05 -0.00035810786109771611 0.00010104570822558368 -0.00058645129083007203 0.00024105936264317467 -0.0002024404904802999 -0.00033594826680841881 0.00045825853480763271 0.00034699542756965102 -0.00039246615181420303 -0.00027627038087219382
leaf_weight=46 50 47 2854 63 85 63 114 167 51 48 51 49 46
leaf_count=46 50 47 2854 63 85 63 114 167 51 48 51 49 46
internal_value=0 1.25234e-05 8.73255e-06 -0.000149427 1.38959e-05 5.56484e-06 -0.000125794 -1.9602e-05 2.11549e-05 0.000128197 3.81341e-05 -7.33085e-05 2.77173e-05
internal_weight=0 3684 3638 110 3528 3295 344 281 2951 233 185 134 2900
internal_count=3734 3684 3638 110 3528 3295 344 281 2951 233 185 134 2900
is_linear=0
shrinkage=0.0995203


Tree=9976
num_leaves=19
num_cat=0
split_feature=1 1 1 6 26 1 6 26 3 0 0 27 4 26 8 8 8 26
split_gain=0.00147018 0.0113843 0.000456238 0.00151288 0.000942902 0.00111408 0.00071628 0.000398163 0.000327787 0.000406173 0.000515053 0.000877775 0.00038634 0.000540535 0.000952095 0.000334167 0.000356965 0.000309393
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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 5 7 -4 -1 -2 10 11 15 13 -11 -15 -10 -17 -9
right_child=8 -3 3 -5 -6 -7 -8 17 9 12 -12 -13 -14 14 -16 16 -18 -19
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leaf_weight=59 48 48 67 62 78 64 53 543 57 46 60 61 55 46 47 56 2054 268
leaf_count=59 48 48 67 62 78 64 53 543 57 46 60 61 55 46 47 56 2054 268
internal_value=0 0.000122504 6.1379e-05 0.000207353 3.43179e-05 6.28028e-05 0 3.23103e-05 -9.45359e-06 -4.13679e-06 -1.61793e-05 -8.05301e-06 0.000133671 0.000223629 0.000362674 -1.88928e-05 -1.2062e-05 1.30904e-05
internal_weight=0 1242 1194 182 1012 934 120 870 2530 2482 2288 2228 194 139 93 2167 2110 811
internal_count=3772 1242 1194 182 1012 934 120 870 2530 2482 2288 2228 194 139 93 2167 2110 811
is_linear=0
shrinkage=0.0995203


Tree=9977
num_leaves=30
num_cat=0
split_feature=1 1 1 5 26 1 9 3 0 20 21 20 26 9 9 26 26 20 9 1 21 21 3 19 21 9 1 5 1
split_gain=0.00123228 0.0108884 0.000341087 0.00115122 0.000765496 0.000902434 0.000417822 0.000504388 0.000377324 0.000306308 0.00061279 0.000430083 0.000383643 0.00149884 0.00125915 0.000909436 0.000591613 0.000463716 0.000522596 0.000425342 0.000372697 0.00078548 0.000442924 0.000305078 0.000978208 0.000455028 0.000272373 0.000368637 0.00022881
threshold=-0.080349999999999991 -0.080954999999999985 -0.083284999999999984 -0.016815 0.11023000000000002 -0.085014999999999993 0.098465000000000011 0.11025500000000002 -0.085894999999999985 -0.057024999999999999 0.099685000000000024 -0.073314999999999991 0.11746500000000003 0.11351500000000002 0.096305000000000016 0.11215000000000001 0.097315000000000026 -0.042414999999999994 0.090255000000000016 -0.07002499999999999 0.093685000000000032 0.091545000000000029 0.09940000000000003 0.0069650000000000016 0.10787500000000003 0.089605000000000018 0.061835000000000008 -0.4345 -0.014549999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 7 -1 -4 10 20 23 15 14 -14 16 17 -11 -19 -18 21 26 -22 24 -12 -26 28 -28 -2
right_child=9 -3 3 -5 -6 -7 -8 -9 -10 12 11 -13 13 -15 -16 -17 19 18 -20 -21 22 -23 -24 -25 25 -27 27 -29 -30
leaf_value=3.7281069857825177e-05 5.9378715133061377e-05 0.0016154151763187183 0.00019822242899505499 0.00059720236405204417 -0.00026678951101795871 0.00041828965702320436 0.00029514088163872681 -0.00022252865533825515 -0.0001679806618162487 -0.00032727800438129689 0.00053955964307676838 0.00036740092559650259 -1.7067339681379715e-05 -0.00031926726328529952 0.00058838585678599152 -0.00046068768369007736 -4.7255616267435155e-05 0 -0.00015372506355847441 0.00031614111753678519 0 0.00038931305164419127 -0.00042308409434028082 -0.00010727352681142897 -0.00023343675941262646 0.00013831703801112305 -1.6566508422346223e-05 0.00033622737958930062 -8.9345129098182617e-05
leaf_weight=733 131 46 55 48 78 64 55 82 56 64 47 70 65 59 66 54 50 687 316 74 53 50 46 60 48 100 70 46 399
leaf_count=733 131 46 55 48 78 64 55 82 56 64 47 70 65 59 66 54 50 687 316 74 53 50 46 60 48 100 70 46 399
internal_value=0 0.000112885 5.31623e-05 0.000189692 3.09026e-05 5.66398e-05 2.90947e-05 1.01362e-05 6.09632e-06 -8.54372e-06 3.00484e-05 0.000145439 -3.92349e-05 9.07899e-05 0.000281721 -5.97355e-05 -4.0869e-05 -6.53296e-05 -4.77988e-05 0.000163008 -1.60942e-05 8.48045e-06 -0.00019713 8.12981e-05 0.000143518 1.22169e-05 -1.97286e-05 0.000116277 -5.10405e-05
internal_weight=0 1217 1171 159 1012 934 870 815 111 2555 1120 325 1435 190 131 1245 1191 1067 1003 124 795 696 99 255 195 148 646 116 530
internal_count=3772 1217 1171 159 1012 934 870 815 111 2555 1120 325 1435 190 131 1245 1191 1067 1003 124 795 696 99 255 195 148 646 116 530
is_linear=0
shrinkage=0.0995203


Tree=9978
num_leaves=19
num_cat=0
split_feature=8 8 24 8 0 18 18 10 10 2 7 9 3 8 5 5 9 9
split_gain=0.000815945 0.00967993 0.000356128 0.000348074 0.000597684 0.00032052 0.000392455 0.000262583 0.000595332 0.000318955 0.000283928 0.000258444 0.000192023 0.000293921 0.000345884 0.000143032 0.000136204 5.35425e-06
threshold=-0.088144999999999987 -0.088874999999999996 -0.069669999999999996 -0.08731499999999999 -0.085474999999999982 0.10256000000000003 0.027500000000000007 0.09056500000000002 0.085585000000000022 -0.14884499999999998 -0.073659999999999989 0.087215000000000015 0.13345500000000002 -0.47145500000000001 -0.4345 -0.080119999999999983 0.084915000000000032 0.082690000000000027
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 6 12 8 9 17 -11 16 13 -1 -15 -7 -8 -5
right_child=2 -3 3 7 -6 15 11 -9 -10 10 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.00026167283627205487 -0.00027368658913901717 0.0012895905909647393 2.8481570374328775e-05 0.00012560587386101151 -0.00044175366796469627 -0.00022358669154764457 0.0001567223821392027 0.00024386955673432893 -0.00031524042427632403 -0.00023319498323826369 1.314421655422581e-05 -1.0080065202523644e-05 -0.0001282653683903789 -0.00015197058019463027 5.7685231771710054e-05 -9.2917288157756216e-06 0.00039711341448878183 0.00025137773120375022
leaf_weight=49 46 64 57 47 46 66 88 48 55 47 2451 47 89 105 301 74 46 46
leaf_count=49 46 64 57 47 46 66 88 48 55 47 2451 47 89 105 301 74 46 46
internal_value=0 0.000108362 6.34487e-07 5.43871e-06 -0.000173579 2.00187e-05 4.74452e-05 1.2587e-05 8.08198e-06 1.52612e-05 8.18161e-06 0.000174503 3.66557e-06 3.1271e-05 1.44757e-06 -0.000116164 0.000245354 0.000196618
internal_weight=0 929 2843 2797 103 865 725 2694 2646 2591 2498 181 544 455 406 140 134 93
internal_count=3772 929 2843 2797 103 865 725 2694 2646 2591 2498 181 544 455 406 140 134 93
is_linear=0
shrinkage=0.0995203


Tree=9979
num_leaves=29
num_cat=0
split_feature=1 1 27 0 0 5 0 2 2 3 3 3 26 5 3 6 1 20 20 20 1 3 3 4 5 4 21 5
split_gain=0.000954939 0.0093809 0.000353314 0.000325242 0.000308462 0.0008259 0.000572483 0.000567717 0.000293717 0.000286591 0.000920941 0.000579223 0.000518104 0.000634789 0.00113253 0.000779045 0.000412275 0.000242131 0.000581713 0.000403159 0.00101997 0.000861204 0.000823093 0.000868162 0.000363545 0.000625459 0.000465892 0.000135244
threshold=-0.080500000000000002 -0.08113999999999999 0.083160000000000026 -0.093765000000000001 -0.070134999999999989 -0.079124999999999987 -0.03431 -0.082704999999999987 0.12875500000000004 0.097880000000000023 0.096775000000000014 0.096035000000000023 0.11746500000000003 -0.072535000000000002 0.094410000000000008 -0.425425 -0.057259999999999998 -0.048779999999999997 -0.034144999999999995 -0.077649999999999983 0.066150000000000028 0.11868500000000003 0.10648500000000002 0.10845500000000002 -0.49053999999999998 0.13271500000000006 0.093175000000000022 -0.0031649999999999998
decision_type=2 2 2 2 2 2 2 2 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 -6 -7 -8 10 11 12 13 15 -15 -2 27 19 -19 22 21 -21 -18 -24 26 -26 -20 -11
right_child=9 -3 -4 4 6 7 8 -9 -10 16 -12 -13 -14 14 -16 -17 17 18 24 20 -22 -23 23 -25 25 -27 -28 -29
leaf_value=-0.0001530889546868792 -0.00030575064283786115 0.0014921291339267666 0.00026326750638790792 0.0003981599056803754 -0.00034775243683175436 0.00010097917644109756 6.2579058483133834e-05 -0.00013337181323711152 -0.00019401347397576512 8.5710750452600349e-05 -0.00042076960169761977 0.00030634763726294478 0.00020961475505622585 -7.2259345281644504e-05 -0.00053347765470467229 7.6510131589630615e-05 -0.00029234564700636077 -0.00037261113250006736 0.00038363621165197722 0.0001953542982008109 0.00043553897073067479 -0.00032035414687051728 0.00020310915637744703 -0.00025499141986357298 1.1906811895922274e-05 -0.00032268500634443959 -4.1401734740328765e-05 0.0003584062777145615
leaf_weight=89 59 46 68 75 48 421 273 133 52 46 60 51 80 700 58 471 79 47 49 81 83 53 159 54 276 68 47 46
leaf_count=89 59 46 68 75 48 421 273 133 52 46 60 51 80 700 58 471 79 47 49 81 83 53 159 54 276 68 47 46
internal_value=0 9.78044e-05 4.17581e-05 2.72015e-05 4.40323e-05 8.68613e-05 -2.59967e-05 4.32403e-05 1.90054e-05 -9.35883e-06 -3.81201e-05 -2.13635e-05 -3.41792e-05 -4.99572e-05 -0.00010863 3.2412e-05 2.89861e-05 9.50821e-06 -3.96648e-05 5.81641e-05 0.000161266 -2.51083e-06 -1.56524e-05 8.31276e-05 -2.2395e-06 -5.18537e-05 0.000167017 0.000230957
internal_weight=0 1205 1159 1091 1002 629 373 554 325 2567 1479 1419 1368 1288 758 530 1088 996 487 509 217 134 292 213 440 344 96 92
internal_count=3772 1205 1159 1091 1002 629 373 554 325 2567 1479 1419 1368 1288 758 530 1088 996 487 509 217 134 292 213 440 344 96 92
is_linear=0
shrinkage=0.0995203


Tree=9980
num_leaves=23
num_cat=0
split_feature=20 20 20 3 0 0 26 17 26 2 0 1 3 3 26 3 2 2 3 25 12 1
split_gain=0.00546268 0.0297507 0.00892557 0.0227991 0.00162532 0.00145207 0.000852657 0.000519826 0.000494135 0.00057937 0.00108097 0.000482691 0.000601976 0.000651502 0.00092338 0.000466174 0.000974049 0.000724718 0.000337636 0.000316547 0.000291823 0.000567696
threshold=-0.080934999999999993 -0.080214999999999995 -0.084224999999999994 0.088845000000000021 -0.23998999999999998 -0.014889999999999999 0.086835000000000009 0.31316500000000008 0.096980000000000025 -0.069459999999999994 -0.082794999999999994 -0.048734999999999994 0.093835000000000016 0.10920500000000002 -0.025024999999999999 0.087625000000000022 -0.087075 -0.086554999999999993 0.11978500000000002 0.082910000000000025 -0.085239999999999996 0.62256000000000011
decision_type=2 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 -5 19 9 10 -9 -1 15 14 -14 17 -17 -13 -15 20 -6 -22
right_child=1 4 3 6 7 -7 -8 8 -10 -11 -12 12 13 18 -16 16 -18 -19 -20 -21 21 -23
leaf_value=-0.00024987028691684777 -0.0024423669823238942 0.00052262942790011209 0.0021788484666227978 -0.00019815526693647796 -0.00023618160228417939 0.00058316900567336198 0.00031418863957011418 -0.00022581439364013873 -0.00032887319796365787 -0.00029442954033542438 0.00031336231745734738 -0.00015529221013943576 3.2139170527945069e-05 -0.00020739420667903688 0.00067543454698833964 9.4649840068347142e-05 -0.00046504597851523025 0.00036675782727279015 0.00015902766547017217 0.00024781672211193241 1.8862406585067939e-06 0.00035149670958852257
leaf_weight=67 50 59 77 75 49 46 56 67 88 64 80 56 48 46 46 54 66 48 54 54 2454 47
leaf_count=67 50 59 77 75 49 46 56 67 88 64 80 56 48 46 46 54 66 48 54 54 2454 47
internal_value=0 -3.49772e-05 0.000266864 0.000819732 5.38441e-06 4.87556e-05 1.4613e-05 -4.84599e-06 -0.00012931 -4.21994e-05 6.20462e-05 -2.43188e-07 3.78104e-05 0.000167416 0.000355652 -7.07826e-05 -0.000206361 7.77826e-05 -1.34016e-06 9.13096e-06 3.75541e-06 8.78362e-06
internal_weight=0 3012 739 208 2962 531 131 2903 299 211 147 485 418 194 94 224 120 104 100 2604 2550 2501
internal_count=3751 3012 739 208 2962 531 131 2903 299 211 147 485 418 194 94 224 120 104 100 2604 2550 2501
is_linear=0
shrinkage=0.0995203


Tree=9981
num_leaves=26
num_cat=0
split_feature=26 26 5 1 26 2 0 1 1 26 29 5 2 26 8 8 8 5 1 2 17 9 5 4 26
split_gain=0.00375029 0.0186508 0.0334647 0.00510532 0.0280424 0.001416 0.00145934 0.000374786 0.000812863 0.00139553 0.000356925 0.000599644 0.000314096 0.000543625 0.00109174 0.000508316 0.000440336 0.000299678 0.000821303 0.000341368 0.000504539 0.000847358 0.000440844 0.000263837 0.000238666
threshold=0.085635000000000031 0.084845000000000018 -0.014374999999999999 0.066150000000000028 0.088875000000000023 -0.241895 -0.23998999999999998 -0.082489999999999994 -0.080085000000000003 0.09167500000000002 -0.11156000000000001 -0.53313499999999991 -0.083104999999999998 0.10924500000000002 -0.068099999999999994 -0.082584999999999992 -0.070134999999999989 -0.012704999999999999 -0.090104999999999991 -0.081134999999999999 -0.015100000000000001 0.084835000000000022 -0.0060949999999999997 0.14154500000000006 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 2
left_child=1 5 -3 7 -5 -1 -7 17 9 -9 -8 -12 15 16 -15 -10 -14 18 -2 20 22 -22 -19 -13 -6
right_child=3 2 -4 4 24 6 10 8 12 -11 11 23 13 14 -16 -17 -18 19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.00058396396332316132 -0.00012916965587942599 0.0034307171467809977 1.8802606249524239e-05 -0.0027128526973665256 0.00016906239246655604 0.00046162919263693523 0.00025998385283860549 7.6663536955213766e-07 0.00034280869221605 -0.00061769084204525682 -0.00030594702287524878 1.7392678098645881e-05 -0.00011944926292441622 0.00045364290493321466 -3.2031790884919721e-05 -4.9146449665649957e-05 0.0001617381851191829 0.00030306296394590958 0.00035869565514994782 0.00019328599052932663 4.3459647287490695e-05 -0.00052290301716400298 -2.8150301187960531e-05 -0.00017127345617684388 -6.0685781776126209e-05
leaf_weight=46 52 46 76 46 85 72 52 77 59 64 63 1431 548 60 184 67 59 50 90 78 51 49 181 77 88
leaf_count=46 52 46 76 46 85 72 52 77 59 64 63 1431 548 60 184 67 59 50 90 78 51 49 181 77 88
internal_value=0 0.000122245 0.00131197 -7.66842e-05 -0.000528591 3.84053e-05 2.31166e-05 -1.68962e-05 -5.0369e-05 -0.000274146 3.1588e-06 -4.82102e-06 -1.72358e-05 -3.96854e-05 8.40415e-05 0.000127891 -9.07694e-05 4.95358e-05 0.000174276 4.22603e-06 -3.78527e-05 -0.000225872 3.99971e-05 7.21633e-06 4.74643e-05
internal_weight=0 1863 122 1888 219 1741 1695 1669 1118 141 1623 1571 977 851 244 126 607 551 142 409 331 100 231 1508 173
internal_count=3751 1863 122 1888 219 1741 1695 1669 1118 141 1623 1571 977 851 244 126 607 551 142 409 331 100 231 1508 173
is_linear=0
shrinkage=0.0995203


Tree=9982
num_leaves=28
num_cat=0
split_feature=26 26 26 1 21 2 0 6 17 27 2 6 8 6 17 8 17 26 1 18 1 3 26 8 12 23 3
split_gain=0.00324158 0.0311669 0.00319041 0.0158792 0.00851967 0.00114762 0.00118328 0.000470089 0.000628847 0.000469829 0.000576936 0.000417939 0.00059812 0.000376562 0.00151063 0.000358922 0.0020312 0.000629785 0.00251509 0.000586435 0.000664608 0.000550194 0.000529296 0.000498108 0.000275844 0.000372384 0.000258362
threshold=0.087745000000000031 0.088015000000000024 0.084845000000000018 0.060860000000000011 -0.013044999999999999 -0.241895 -0.23998999999999998 0.085955000000000018 -0.014289999999999999 0.10153000000000002 -0.021165 0.08866000000000003 -0.085814999999999989 0.11816500000000002 0.40827500000000011 -0.049499999999999995 -0.041415 0.11746500000000003 -0.076329999999999995 0.092750000000000013 -0.076329999999999995 0.10486500000000003 0.096535000000000024 0.0033350000000000007 0.08790000000000002 -1.0000000180025095e-35 0.087825000000000028
decision_type=2 2 2 2 2 2 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 -1 -7 8 26 24 -11 12 -9 15 -15 17 23 19 -19 22 -21 -20 -3 -17 25 -8 -6
right_child=1 13 3 -5 7 6 9 11 -10 10 -12 -13 -14 14 -16 16 -18 18 21 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00052584779115314579 -0.0025348406898022847 -3.7888875797356754e-06 0.0013389158181039034 0.0020642052387252496 0.00019289757139817257 0.00041568775346867383 0.00023061818011924263 0 -0.00033863922834036735 0.00047150500708363922 -5.660761555451126e-06 -8.3390686741376412e-05 0.00047974840568343829 9.4365846278595929e-05 -0.00061358935044505383 0.00041722738159587517 -0.0004912771647678242 0.00074834667930080495 -0.00029969381666171608 -0.00033384906437940848 7.4744209612123631e-06 0.00016281487439572315 0.0001895728985670475 -2.248309565239133e-05 -0.00024000255698295567 -1.2896250164417933e-05 -0.00013244779315869969
leaf_weight=46 50 638 51 47 48 72 65 59 88 46 48 83 46 75 48 46 82 56 54 101 118 46 177 50 50 1414 47
leaf_count=46 50 638 51 47 48 72 65 59 88 46 48 83 46 75 48 46 82 56 54 101 118 46 177 50 50 1414 47
internal_value=0 -9.07331e-05 9.72183e-05 0.00032781 0.00013248 3.463e-05 2.0816e-05 -3.11579e-05 -0.000146264 2.79423e-06 0.000219137 7.65321e-05 0.000210744 -8.22193e-06 -0.000175254 6.19789e-06 -0.000124811 2.64822e-05 0.000212907 -8.5209e-07 -0.000146202 -7.87536e-05 3.72006e-05 0.000179684 -9.97073e-06 -1.64062e-06 2.33201e-05
internal_weight=0 1541 2210 469 422 1741 1695 371 183 1623 94 188 105 1491 123 1368 178 1190 156 1034 219 100 815 96 1529 1479 95
internal_count=3751 1541 2210 469 422 1741 1695 371 183 1623 94 188 105 1491 123 1368 178 1190 156 1034 219 100 815 96 1529 1479 95
is_linear=0
shrinkage=0.0995203


Tree=9983
num_leaves=20
num_cat=0
split_feature=20 20 17 20 17 17 3 20 3 4 24 18 3 9 17 6 1 4 3
split_gain=0.0042712 0.0143257 0.0303724 0.0128861 0.0195482 0.00128678 0.00167259 0.00083044 0.000548284 0.000629477 0.000483387 0.000406984 0.000387627 0.000846083 0.000348841 0.000578796 0.00082109 0.000384421 0.000362073
threshold=-0.082220000000000001 -0.084084999999999993 -0.085715 -0.080869999999999984 -0.067864999999999995 0.11180000000000002 0.094970000000000013 0.2959750000000001 0.10648500000000002 0.10845500000000002 0.083055000000000018 -0.093649999999999997 0.086605000000000029 0.083955000000000016 0.31316500000000008 0.11816500000000002 -0.07002499999999999 0.14727500000000002 0.11642500000000001
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 8 -7 10 11 -10 14 -1 -13 -14 17 16 -16 18 -5
right_child=3 2 -4 7 -6 6 -8 -9 9 -11 -12 12 13 -15 15 -17 -18 -19 -20
leaf_value=0.00013998451396929178 0.00012808240598840431 -0.00026945174735489675 0.0030930935281583884 1.4541388420560915e-05 -0.0026501861352188805 0.0007882439752922802 -1.8941977590289607e-05 0.00041702887113898436 0.00034143514375479644 -9.0123774015806531e-05 0.00025626711538166854 4.9734628263991601e-05 -0.00053584985389954235 -7.9054957068501225e-05 0.0002282107493031403 -0.00042043109300737977 -0.00016975838157327102 0.00024951532840414184 -9.0100486525154306e-05
leaf_weight=53 54 56 50 2153 46 48 50 48 71 59 71 62 61 134 74 50 163 62 386
leaf_count=53 54 56 50 2153 46 48 50 48 71 59 71 62 61 134 74 50 163 62 386
internal_value=0 0.000251215 0.00130893 -3.0296e-05 -0.00114174 4.12958e-05 0.000368061 6.39348e-06 -2.96233e-05 0.000139277 0 -0.000103093 -0.000156407 -0.000226148 -6.57451e-06 -0.000110817 -4.20438e-05 4.61314e-06 -1.04472e-06
internal_weight=0 644 106 3107 100 538 98 3007 440 130 2959 310 257 195 2888 287 237 2601 2539
internal_count=3751 644 106 3107 100 538 98 3007 440 130 2959 310 257 195 2888 287 237 2601 2539
is_linear=0
shrinkage=0.0995203


Tree=9984
num_leaves=29
num_cat=0
split_feature=2 1 1 5 3 2 9 2 2 3 2 3 20 20 20 9 3 9 5 5 21 7 21 21 3 7 8 2
split_gain=0.0013717 0.00357539 0.017302 0.00294638 0.0223265 0.00112009 0.000984373 0.00287998 0.00266456 0.000770815 0.00065891 0.00195988 0.000949504 0.000553877 0.000845837 0.000388854 0.000383561 0.000377272 0.000799424 0.000371037 0.000550707 0.000318552 0.000334643 0.000534285 0.000896036 0.000348866 0.000370069 0.000260146
threshold=-0.072624999999999981 0.064860000000000015 0.09692000000000002 0.054660000000000007 0.085795000000000024 -0.078244999999999995 0.094685000000000033 -0.076854999999999993 -0.076254999999999989 0.094970000000000013 -0.079739999999999991 0.091865000000000016 -0.0070099999999999997 -0.083495 -0.080384999999999998 0.11479000000000002 0.13085500000000003 0.097035000000000024 0.054660000000000007 -0.43873000000000001 -0.032929999999999994 -0.10984999999999999 0.085955000000000018 0.090095000000000022 0.10850000000000003 0.077685000000000018 -0.080835000000000004 -0.057419999999999999
decision_type=2 2 2 2 2 2 2 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 13 8 9 10 -8 12 -12 -1 -6 -15 17 27 21 -19 20 -4 -2 25 -24 -25 26 -23 -17
right_child=15 2 19 4 5 -7 7 -9 -10 -11 11 -13 -14 14 -16 16 -18 18 -20 -21 -22 22 23 24 -26 -27 -28 -29
leaf_value=-0.00016184007072047679 -0.00024887223837670002 0.0021983766464360741 -0.00011432524361750322 0.0023062260699936556 -0.00029510656406381438 0.00040161846125054792 0.00017617401393231903 0.00088649980798917634 -0.0007011611849861263 -0.00029461575000574221 -4.2867484852118837e-05 0.00071044082859691743 2.526841114329932e-05 0.00043785294489391536 -1.6789342055014028e-05 -0.00016388150456396933 0.00030293040195585031 -6.9346144720121003e-06 -0.00050440615792129702 -0.00014818394095476558 0.00029620444058206985 -4.6383200710158278e-05 -0.00034189334384935298 0.00016581240765255683 -0.00017423097308829472 -0.00022483439058025622 0.00012368953925058151 0.00011579431955899231
leaf_weight=404 61 46 48 48 57 79 82 46 58 59 113 48 786 46 320 54 63 87 54 61 87 197 67 132 181 46 330 84
leaf_count=404 61 46 48 48 57 79 82 46 58 59 113 48 786 46 320 54 63 87 54 61 87 197 67 132 181 46 330 84
internal_value=0 9.78447e-05 0.000460949 5.65167e-05 0.000255226 5.74837e-05 -1.1448e-05 0.000202369 -4.04064e-05 -1.50173e-05 -1.14335e-05 0.000176637 -3.75662e-05 -4.85206e-06 3.81149e-05 -2.70903e-05 9.93122e-05 -4.97963e-05 -0.000203262 4.90087e-05 0.000144174 -2.76492e-05 -1.263e-05 -8.56722e-05 -2.82107e-05 3.43812e-05 5.85606e-05 4.23862e-07
internal_weight=0 2388 242 2146 550 502 1596 187 1409 141 1351 161 1190 423 366 1356 201 1155 141 196 135 1014 953 380 313 573 527 138
internal_count=3744 2388 242 2146 550 502 1596 187 1409 141 1351 161 1190 423 366 1356 201 1155 141 196 135 1014 953 380 313 573 527 138
is_linear=0
shrinkage=0.0995203


Tree=9985
num_leaves=23
num_cat=0
split_feature=2 2 5 5 7 0 0 0 18 18 8 2 5 7 17 17 7 1 0 2 17 17
split_gain=0.00111912 0.0107733 0.00225746 0.0124161 0.000692433 0.000676613 0.00173245 0.000960117 0.000473378 0.000346533 0.000771562 0.000326107 0.00049008 0.000304542 0.000271173 0.0010738 0.000245433 0.000295801 0.000557707 0.000468215 0.000457269 0.000348129
threshold=-0.081734999999999988 -0.082084999999999991 0.064585000000000017 0.15100500000000003 0.058975000000000007 -0.070134999999999989 -0.078144999999999992 -0.01213 -0.021369999999999997 -0.060544999999999995 -0.073999999999999996 -0.096314999999999998 0.41276000000000007 -0.10984999999999999 0.51362000000000008 0.5567700000000001 0.077685000000000018 1.0000000180025095e-35 -0.14731999999999998 -0.079149999999999984 0.24923500000000007 0.42451000000000011
decision_type=2 2 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 8 -7 -1 11 -11 12 -5 -2 16 -16 17 18 -15 -19 -21 -20
right_child=13 -3 3 9 -6 7 -8 -9 -10 10 -12 -13 -14 14 15 -17 -18 19 21 20 -22 -23
leaf_value=-0.00012128154628016071 -0.00021519662730317391 0.0013759515825461767 0.0013516406851480378 -5.1508535981735339e-06 0.00026571790689172562 -0.00058985363224840152 0.00056867162490923935 0 2.2576189665446728e-05 -0.00017681425130544598 0.00028043698246561164 5.0646269834176537e-05 -0.00047065338141720562 -0.00029565666204681683 0.00048890257249844865 -0.00016167615427450276 -0.00021028859033242334 0.00026911769831169127 3.4740831072119765e-06 0 0.00030186533133767898 -0.00026239227973700165
leaf_weight=393 63 64 82 48 82 50 49 56 518 64 82 51 49 72 51 47 54 88 1022 654 54 51
leaf_count=393 63 64 82 48 82 50 49 56 518 64 82 51 49 72 51 47 54 88 1022 654 54 51
internal_value=0 0.000110477 5.67968e-05 0.000268536 -1.184e-05 -3.39586e-05 -6.73645e-06 -0.000272776 -3.85846e-05 -3.07707e-05 7.43911e-05 -0.000140043 -0.000248741 8.11296e-10 6.86946e-06 0.000168537 -6.61775e-07 4.74844e-06 -2.7178e-05 5.17012e-05 2.35214e-05 -8.3997e-06
internal_weight=0 1588 1524 376 1148 1066 960 106 911 294 146 148 97 2156 2093 98 1995 1941 1145 796 708 1073
internal_count=3744 1588 1524 376 1148 1066 960 106 911 294 146 148 97 2156 2093 98 1995 1941 1145 796 708 1073
is_linear=0
shrinkage=0.0995203


Tree=9986
num_leaves=25
num_cat=0
split_feature=10 26 26 17 26 2 26 2 26 17 1 0 26 3 0 1 26 7 7 17 0 3 3 6
split_gain=0.00113625 0.00113982 0.00732813 0.0145893 0.0230287 0.000704432 0.00068348 0.00111395 0.000906464 0.000775979 0.000663076 0.000656713 0.000498229 0.000374959 0.000634967 0.00120199 0.000737984 0.000513429 0.000562331 0.000305211 0.000353329 0.000253387 0.00123422 0.000763486
threshold=0.091870000000000021 0.083885000000000029 0.085635000000000031 -0.047785000000000001 0.084815000000000015 -0.085759999999999989 0.087625000000000022 -0.085599999999999996 0.088015000000000024 -0.067864999999999995 -0.007069999999999999 -0.084369999999999987 0.086580000000000032 0.13451500000000002 -0.057604999999999996 0.41696500000000009 -0.070694999999999994 0.082845000000000016 0.049940000000000012 0.51362000000000008 -0.071799999999999989 0.086850000000000024 0.088685000000000028 -0.094839999999999994
decision_type=2 2 2 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 4 -3 -5 7 9 -8 -4 -7 12 -9 17 15 -15 -16 18 21 20 -10 23 -23 -1
right_child=-2 2 6 5 -6 10 8 11 19 -11 -12 -13 -14 14 16 -17 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=-0.00033165457328659199 0.00044061061916474424 0.00022453621125168279 -0.00011275175381335996 -0.00034873490051653982 0.0030183967239992933 0.00027177306645467331 0.00037480693824261288 2.7911277040495841e-05 -2.5894573400845241e-05 -0.00070915490426600065 -0.00018213037177159001 0.00020868931094939305 -0.00034446695097579402 -4.0182815276107017e-05 -0.00036768663908260697 0.00056556074244659563 0.00015013918131691957 -0.00034631188586013668 0.00028958460642110394 0.00021115916823931792 8.4935153990960878e-05 0.00035055991483789225 -6.1904165498144576e-05 -1.1475716088132355e-05
leaf_weight=117 70 72 48 50 50 80 74 72 987 46 51 87 64 67 51 59 56 57 49 76 399 79 768 215
leaf_count=117 70 72 48 50 50 80 74 72 987 46 51 87 64 67 51 59 56 57 49 76 399 79 768 215
internal_value=0 3.46076e-05 8.12259e-05 0.000534993 0.00137627 -2.75335e-05 6.58471e-06 -0.00012591 3.4462e-05 -0.000413318 8.88135e-05 -1.08993e-06 -0.000141306 -3.10647e-05 8.37468e-05 0.000236962 -8.90243e-05 -5.25197e-05 -3.82161e-05 1.66753e-05 5.42032e-06 -5.25341e-05 -2.2467e-05 -0.000126776
internal_weight=0 3674 2156 303 122 181 1853 317 1536 94 131 223 136 1518 233 126 107 1285 1228 1462 1386 1179 847 332
internal_count=3744 3674 2156 303 122 181 1853 317 1536 94 131 223 136 1518 233 126 107 1285 1228 1462 1386 1179 847 332
is_linear=0
shrinkage=0.0995203


Tree=9987
num_leaves=29
num_cat=0
split_feature=3 3 5 5 2 19 9 9 3 9 3 5 8 8 6 5 8 3 8 8 21 21 9 8 2 21 21 2
split_gain=0.0009901 0.00952579 0.00686874 0.0105672 0.00060812 0.000423457 0.00043595 0.000547903 0.00137203 0.000481815 0.000407558 0.00124584 0.000353788 0.000770933 0.000421428 0.000759347 0.00051973 0.000356224 0.000980134 0.000528082 0.000304224 0.000937129 0.000412278 0.000386082 0.000696226 0.00048235 0.000354072 0.000158605
threshold=0.089005000000000015 0.088685000000000028 0.064585000000000017 0.15100500000000003 -0.082484999999999989 -0.13541 0.10706000000000003 0.11408000000000003 0.14426500000000003 0.11741500000000002 0.089655000000000026 -0.011764999999999999 -0.086254999999999984 -0.085605000000000001 0.085570000000000021 -0.011514999999999999 -0.084324999999999997 0.087625000000000022 -0.087245000000000003 -0.088304999999999995 0.093835000000000016 0.090830000000000022 0.098720000000000016 -0.012329999999999999 -0.079739999999999991 0.10403500000000003 0.092470000000000011 -0.055654999999999996
decision_type=2 2 2 2 2 2 2 2 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 -5 -2 10 -8 9 -9 11 -7 17 -14 16 -16 -15 18 19 -1 21 22 -12 24 -22 -25 -23 -11
right_child=5 -3 3 4 -6 6 7 8 -10 27 20 -13 13 14 15 -17 -18 -19 -20 -21 23 26 -24 25 -26 -27 -28 -29
leaf_value=4.9192699542991763e-05 -0.00029458934545696923 0.0012031404029253646 0.0016315422285744481 -0.00024108327013826704 0.00023200061754234487 -0.00058539731414954598 0.00033953220089729601 0.00045919694743613919 -0.00038095200858305662 -6.2738767802276031e-05 1.5372046444426218e-05 9.9798536085194962e-05 -0.00047754318084993391 -0.00041390720649829148 0.00023551651973807993 -0.0001118786473864842 -7.4762297806679125e-05 -0.0001800318809644149 0.00047711533555699469 -0.00026835808492109035 -0.00025239680046830644 0.00047786897729619254 -0.00021305571973165277 -0.00045876739662373619 6.9574718434711429e-05 -7.6504843466592453e-05 8.2536639712861958e-05 0.000183662070677115
leaf_weight=346 48 74 65 47 62 47 81 47 57 46 1144 56 48 55 110 141 304 76 48 61 87 58 84 48 281 126 46 51
leaf_count=346 48 74 65 47 62 47 81 47 57 46 1144 56 48 55 110 141 304 76 48 61 87 58 84 48 281 126 46 51
internal_value=0 0.000103052 4.27254e-05 0.000627031 2.05e-05 -1.84751e-06 4.01039e-06 0.000120039 2.75132e-05 0.000194882 -1.21259e-05 -0.000204916 -4.20943e-05 -9.10639e-05 -5.93104e-05 3.71048e-05 -0.000129001 1.70458e-05 5.17635e-05 0 -1.09276e-06 2.40395e-05 0 -6.43674e-05 -4.31904e-06 -0.000186661 0.000310882 5.83728e-05
internal_weight=0 1437 1363 174 109 2307 2259 282 201 144 1977 103 1189 658 610 251 359 531 455 407 1874 1332 1228 542 368 174 104 97
internal_count=3744 1437 1363 174 109 2307 2259 282 201 144 1977 103 1189 658 610 251 359 531 455 407 1874 1332 1228 542 368 174 104 97
is_linear=0
shrinkage=0.0995203


Tree=9988
num_leaves=33
num_cat=0
split_feature=1 1 9 9 3 3 10 1 1 17 9 9 2 2 20 2 17 17 4 3 3 4 2 30 4 20 26 17 17 3 1 4
split_gain=0.0048561 0.0701391 0.00194102 0.0143287 0.00283185 0.010381 0.00172529 0.00214874 0.011537 0.00067592 0.00114535 0.00044163 0.000402948 0.000358245 0.000331799 0.00026023 0.000734869 0.000734487 0.000510659 0.000333806 0.000736648 0.000272397 0.000756693 0.000372526 0.000439457 0.000314991 0.000259977 0.000388627 0.000372201 0.000370895 0.000244509 0.000110336
threshold=0.059230000000000012 0.067120000000000027 0.083955000000000016 0.083795000000000022 0.08511500000000001 0.084795000000000023 0.088065000000000018 -0.088174999999999989 -0.090374999999999997 -0.07107999999999999 0.084485000000000018 0.084755000000000011 -0.084114999999999981 -0.097424999999999998 -0.081564999999999985 -0.037414999999999997 0.048565000000000011 0.18936500000000003 0.14699000000000004 0.09940000000000003 0.11360500000000003 0.11240500000000002 0.0049750000000000011 0.090320000000000025 0.12719000000000005 -0.044334999999999999 0.084355000000000027 0.11012500000000003 -0.45791500000000002 0.10871500000000002 -0.085739999999999997 0.10755500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 5 9 7 8 13 -4 -11 -9 -12 -6 -13 16 19 -18 21 -3 -21 22 -17 24 -23 -24 27 28 -1 -30 -28 -22
right_child=1 15 4 -5 6 -7 -8 11 -10 10 12 14 -14 -15 -16 18 17 -19 -20 20 31 23 25 -25 -26 -27 30 -29 29 -31 -32 -33
leaf_value=-0.00021116230001363913 0.0034184631474622521 0.00010326272493743086 -0.00033755242800957794 0.0018201918004379512 0.00010494108291382736 -0.0016180102205247016 -0.00058389855389874839 -0.00027320920379092929 0.0016324985070279199 0.00047576264177997955 -0.00034058518508666395 -0.00014319775017130511 5.3054274273676101e-05 -0.00012891908757250284 -1.8794779254728416e-05 0.00013112915114120945 0.00055431433782927658 0 -0.00036317768381840295 -0.00047722681497408819 0.00011675684509643087 0.0004063401647125904 -9.5504850515916009e-05 -0.00010135746881863825 -5.8801464246823686e-06 -0.00048571731458484671 1.899446724415233e-05 -0.00021580155214226968 9.6201102630469765e-05 -0.00010077504811355616 0.00030786855952599269 -9.9149660941028059e-05
leaf_weight=63 64 77 58 46 110 53 53 89 49 46 46 266 52 153 1172 64 47 52 54 46 47 47 46 77 48 49 81 83 368 124 52 46
leaf_count=63 64 77 58 46 110 53 53 89 49 46 46 266 52 153 1172 64 47 52 54 46 47 47 46 77 48 49 81 83 368 124 52 46
internal_value=0 0.000264798 -1.63948e-05 0.000113792 -6.6316e-05 -0.000377865 -2.38934e-05 -7.30883e-06 0.000230165 -4.84279e-05 6.23402e-05 -5.63661e-05 -0.000123362 -2.79942e-05 -4.2376e-05 -2.23683e-05 4.30549e-05 0.000269059 -7.80227e-05 -5.67403e-05 -0.000151264 -2.90288e-05 -0.000124535 5.44999e-05 0.000189443 -0.00030539 1.09212e-05 -1.43064e-05 1.43521e-05 4.48928e-05 0.000138093 1.16196e-06
internal_weight=0 764 2964 817 2147 255 1892 1839 312 202 144 1527 98 263 1438 700 315 99 385 216 139 331 159 172 95 95 771 638 555 492 133 93
internal_count=3728 764 2964 817 2147 255 1892 1839 312 202 144 1527 98 263 1438 700 315 99 385 216 139 331 159 172 95 95 771 638 555 492 133 93
is_linear=0
shrinkage=0.0995203


Tree=9989
num_leaves=20
num_cat=0
split_feature=1 1 5 5 6 17 10 1 9 4 9 9 26 5 21 5 4 9 1
split_gain=0.00469393 0.0762146 0.0020443 0.0126899 0.0072307 0.00160474 0.00105808 0.00114678 0.00315151 0.000517988 0.000493963 0.00042435 0.00154173 0.000410719 0.000286244 0.000358995 0.00109856 0.000356362 0.000198137
threshold=0.064860000000000015 0.078505000000000019 -0.09583499999999999 -0.093384999999999982 0.085285000000000014 -0.57205499999999987 0.090150000000000022 -0.082489999999999994 0.087215000000000015 0.085830000000000017 0.083715000000000026 0.11408000000000003 0.12236500000000003 -0.13803499999999999 0.13042000000000004 -0.53313499999999991 0.10533000000000002 0.098720000000000016 -0.0040349999999999995
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 9 -5 7 8 -7 13 -9 12 14 18 15 16 -3 -17 -1
right_child=1 11 3 5 -6 6 -8 10 -10 -11 -12 -13 -14 -15 -16 17 -18 -19 -20
leaf_value=0.00010769338640644071 0.0039736746965797617 0.00011239323308300627 0.0014764512420265981 -0.00057730866835541432 -0.0013222060558494763 -5.1085723108122252e-05 -0.00048118177480297684 5.5610211027910896e-05 0.00033432875704220399 -0.00029368634757838662 -7.9491005237572462e-05 -0.00022891816866672573 0.00054157467286561876 0.00032264235177328844 0.00017990373252024168 1.9884850991456639e-05 -0.00052259409101460203 -0.00027461268971486322 -0.00017173374796585378
leaf_weight=48 51 48 57 51 53 587 47 326 325 48 1368 82 50 48 53 333 57 46 50
leaf_count=48 51 48 57 51 53 587 47 326 325 48 1368 82 50 48 53 333 57 46 50
internal_value=0 0.00026516 -1.75429e-05 6.70662e-06 -0.000291921 -2.39727e-05 -1.30271e-05 -4.26961e-06 8.53628e-05 -6.2314e-06 -5.30083e-05 -1.63287e-05 1.1974e-05 8.26674e-05 -3.58126e-05 -6.11259e-05 -0.000224518 -1.3699e-05 -2.65182e-05
internal_weight=0 720 3008 2761 247 2704 2653 2606 912 194 1694 669 587 146 537 484 105 379 98
internal_count=3728 720 3008 2761 247 2704 2653 2606 912 194 1694 669 587 146 537 484 105 379 98
is_linear=0
shrinkage=0.0995203


Tree=9990
num_leaves=25
num_cat=0
split_feature=5 17 5 17 10 8 8 18 0 8 17 17 5 20 2 0 8 0 20 8 2 20 2 2
split_gain=0.0045759 0.0913916 0.0103137 0.00126126 0.000824585 0.000734408 0.0120993 0.000782434 0.00125171 0.000852336 0.000745596 0.00062045 0.000508216 0.000355713 0.000349146 0.000682711 0.00147562 0.000409347 0.000418485 0.00105321 0.000475682 0.000329623 0.000229058 6.25106e-05
threshold=-0.095609999999999987 -0.0046399999999999992 -0.10894 -0.57205499999999987 0.090150000000000022 -0.080924999999999983 -0.080364999999999992 -0.020999999999999998 -0.083995 -0.084324999999999997 -0.55286000000000002 -0.015100000000000001 -0.082635 -0.081564999999999985 -0.037414999999999997 -0.057604999999999996 0.058495000000000012 -0.063914999999999986 -0.009049999999999999 -0.080569999999999989 0.13398000000000002 -0.0081349999999999981 -0.080874999999999989 -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
left_child=1 -1 14 -2 5 7 -7 8 9 -5 -8 -10 -12 23 15 16 22 18 19 -16 -20 -15 -3 -9
right_child=3 2 -4 4 -6 6 10 13 11 -11 12 -13 -14 21 17 -17 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=0.0032191658426540789 -0.00051985474107538664 0.00010884030967459549 -0.0015217339682520954 -0.00011184649980712281 -0.00043329445576845231 0.0014840487661332677 0.0003047511260084505 -0.00027958495137117697 -0.00019537238102122824 0.00032790620964681162 -0.00028618834069746448 -0.00054987178986743335 -2.1212068712626398e-05 0.00016656615555118569 0.00017754052990144514 -0.00027732572375243806 0.00061548871542575897 -0.00029593835678027474 0.00020414467804397959 -0.0004110540022500336 -0.00011508306626680705 -1.2110320635602566e-05 -7.0485985744284267e-05 -8.2901847635420564e-05
leaf_weight=91 51 137 48 208 47 55 66 46 133 55 77 89 1255 123 48 53 48 74 104 75 80 574 142 49
leaf_count=91 51 137 48 208 47 55 66 46 133 55 77 89 1255 123 48 53 48 74 104 75 80 574 142 49
internal_value=0 0.000228699 -0.000106671 -2.87946e-05 -1.94814e-05 -1.20573e-05 3.5967e-05 -6.73415e-05 -0.00016695 -1.67703e-05 -2.04178e-05 -0.000341179 -3.71444e-05 -5.30988e-06 -1.63401e-05 4.98124e-05 0.000105338 -8.44676e-05 -3.08276e-05 -0.000174703 6.0901e-05 1.82463e-05 1.46362e-05 -0.000186755
internal_weight=0 900 809 2828 2777 2730 1453 1277 485 263 1398 222 1332 792 761 380 327 381 307 123 184 697 279 95
internal_count=3728 900 809 2828 2777 2730 1453 1277 485 263 1398 222 1332 792 761 380 327 381 307 123 184 697 279 95
is_linear=0
shrinkage=0.0995203


Tree=9991
num_leaves=23
num_cat=0
split_feature=1 1 5 5 5 2 6 6 2 2 2 17 26 1 8 5 4 4 30 0 26 5
split_gain=0.00380846 0.0597839 0.00255554 0.00959886 0.00747078 0.0011424 0.000787499 0.0126466 0.000629796 0.00102878 0.000907623 0.000469517 0.00031169 0.000308846 0.000276925 0.000504406 0.000891179 0.00150424 0.000305346 0.000327083 0.000750572 0.000172609
threshold=0.064860000000000015 0.078505000000000019 -0.09583499999999999 -0.093384999999999982 -0.10586999999999999 -0.24151999999999998 0.092405000000000029 0.093835000000000016 -0.079739999999999991 -0.078914999999999999 -0.080555000000000002 0.0084900000000000028 0.087260000000000018 0.10924000000000002 -0.049139999999999996 -0.43873000000000001 0.11874000000000003 0.10533000000000002 0.090320000000000025 -0.14824999999999997 0.087675000000000017 -0.14289499999999997
decision_type=2 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 11 -5 8 -8 10 -10 -7 -1 -9 -3 18 16 17 -16 19 -15 -21 -13
right_child=1 13 3 5 -6 6 7 12 9 -11 -12 21 -14 14 15 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.00029188848772792784 0.0035198964275026138 0.00016645166136743447 0.0012861371993520858 -0.00039186062016905717 -0.001413043547255302 -6.0851478488982788e-05 0.0015458925160106417 -0.00017932092879754895 0.00046954954932701149 1.3865538334586555e-06 -0.00045425198242462399 0.00014826099734946988 -3.941097154241904e-06 0.0002766786838383227 0.00011403843525136428 -0.00035507689100879351 0.00033772782891452227 -0.00055939716695231016 -0.0001732259032357053 -0.00015405344954401179 0.00021698562766445578 -6.7989168416905844e-05
leaf_weight=56 51 81 57 79 50 1193 54 137 50 715 62 78 414 57 76 67 47 56 66 123 96 63
leaf_count=56 51 81 57 79 50 1193 54 137 50 715 62 78 414 57 76 67 47 56 66 123 96 63
internal_value=0 0.000235361 -1.9286e-05 7.86118e-06 -0.000326055 -1.8782e-05 -7.24225e-06 9.19709e-05 -3.73624e-05 3.30556e-05 -8.09387e-05 -4.60138e-05 -4.90331e-05 -1.38066e-05 -4.00303e-05 -0.000120966 -2.87646e-05 -0.00016546 1.5793e-05 6.39592e-05 4.85581e-06 4.58327e-05
internal_weight=0 720 3008 2761 247 2704 2625 605 2020 765 1255 197 551 669 588 246 179 132 342 276 219 141
internal_count=3728 720 3008 2761 247 2704 2625 605 2020 765 1255 197 551 669 588 246 179 132 342 276 219 141
is_linear=0
shrinkage=0.0995203


Tree=9992
num_leaves=26
num_cat=0
split_feature=3 3 26 26 6 5 18 18 10 5 0 1 3 18 5 3 18 6 6 20 20 2 27 5 9
split_gain=0.00338015 0.0134499 0.00113018 0.00785221 0.00706948 0.000569014 0.000553498 0.000867949 0.000425389 0.000740732 0.000350717 0.000394522 0.00080027 0.000580205 0.000348371 0.00029725 0.000486452 0.000335791 0.000400652 0.000289293 0.00143552 0.000872678 0.000264158 0.000219479 0.000264333
threshold=0.082130000000000022 0.079570000000000016 0.090625000000000025 0.091570000000000026 0.087975000000000012 0.51100000000000012 0.088250000000000009 0.090795000000000028 0.090150000000000022 0.62931500000000018 -0.055729999999999995 -0.082489999999999994 0.089655000000000026 -0.021369999999999997 0.15627500000000003 0.11089500000000001 0.14607000000000003 0.089985000000000023 0.085120000000000015 -0.085594999999999991 -0.081564999999999985 -0.086414999999999992 0.092175000000000021 -0.43873000000000001 -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 2 2 2
left_child=1 22 6 4 -4 10 8 -8 9 19 11 13 -13 -5 -12 17 -17 18 -9 21 -21 -2 23 -1 -25
right_child=2 -3 3 5 -6 -7 7 15 -10 -11 14 12 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26
leaf_value=6.9022939934764316e-05 -0.00013823090199771199 0.0017535225176573714 -0.00020085134131638137 -0.00010930421454301836 -0.0018819475279038338 -0.00034043418177459828 0.00047757636513731628 -5.3993460279358176e-05 -0.0003402977839570632 0.00032488715165081847 -1.1573753326706783e-05 -0.00042009551419732697 -5.9400018723608236e-05 0.00029828868721428251 0.00031860096297029291 -5.446304526849898e-06 0.00039822061512430069 -0.00027671875574849337 0.00027073992891617362 -0.00035489249035258231 -3.8206947790462826e-05 0.00021568140899131378 0.0001654208520771716 0 -0.00028500488952962362
leaf_weight=60 135 51 55 69 47 69 47 169 50 52 77 70 557 66 49 67 48 47 48 159 1413 139 56 59 70
leaf_count=60 135 51 55 69 47 69 47 169 50 52 77 70 557 66 49 67 48 47 48 159 1413 139 56 59 70
internal_value=0 0.000282971 -6.71958e-05 -0.000152871 -0.0009835 -6.34842e-05 -2.86329e-05 7.33381e-05 -5.13528e-05 -4.33096e-05 -4.10426e-05 -6.71471e-05 -0.000100975 8.38996e-05 0.000110331 2.10483e-05 0.000155922 -3.46029e-05 1.40645e-05 -5.41248e-05 -7.07589e-05 3.83209e-05 -1.98022e-05 -7.90145e-05 -0.000154215
internal_weight=0 296 3433 1059 102 957 2374 426 1948 1898 888 762 627 135 126 379 115 264 217 1846 1572 274 245 189 129
internal_count=3729 296 3433 1059 102 957 2374 426 1948 1898 888 762 627 135 126 379 115 264 217 1846 1572 274 245 189 129
is_linear=0
shrinkage=0.0995203


Tree=9993
num_leaves=24
num_cat=0
split_feature=3 6 26 26 2 2 3 26 1 2 10 1 1 3 2 3 6 2 2 2 3 36 3
split_gain=0.00281408 0.0124479 0.000935384 0.00909029 0.000364986 0.000777508 0.00069109 0.000622163 0.000491054 0.000384945 0.000359638 0.000423773 0.00417622 0.000903678 0.00102102 0.000722013 0.000600201 0.000444347 0.000379954 0.000354742 0.000330024 0.000213183 0.000546751
threshold=0.081685000000000021 0.082060000000000022 0.090930000000000025 0.091570000000000026 -0.082275000000000001 -0.08342999999999999 0.089655000000000026 0.09271500000000002 -0.077429999999999985 -0.097424999999999998 0.090150000000000022 0.061835000000000008 0.078505000000000019 0.10807500000000002 -0.081864999999999993 0.10583000000000002 0.10877500000000002 -0.07725499999999999 -0.084804999999999992 0.13896000000000006 0.12551500000000002 0.088355000000000031 -0.13947499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 10 -4 5 9 -6 -8 -9 -5 11 13 -13 15 -15 16 -2 18 -14 -19 -16 22 -1
right_child=2 -3 3 4 6 -7 7 8 -10 -11 -12 12 17 14 20 -17 -18 19 -20 -21 -22 -23 -24
leaf_value=5.7986063821740492e-05 -9.0039870795458534e-07 0.0016738831293876938 -0.0012109800172653803 0.000105695635828285 -0.00039386872466195513 0.00039744317696670256 0.00028777370076267647 7.6419779039416257e-05 -0.00013048018584207628 -0.00021593524058684992 -0.00028116003402170247 -0.00091935734498157053 0 0.00048829824969493332 -6.3637110965430435e-05 -0.00040409121991045099 -0.00029370359504831117 -0.00012686776636591739 0.00035390896026443627 0.00011609344051539104 0.00018987296249733758 7.8190948876309511e-05 -0.00032081251826631432
leaf_weight=77 1503 51 73 71 68 51 47 141 508 73 54 55 54 73 109 49 73 216 57 79 91 87 69
leaf_count=77 1503 51 73 71 68 51 47 141 508 73 54 55 54 73 109 49 73 216 57 79 91 87 69
internal_value=0 0.000265205 -6.03837e-05 -0.000139863 -5.74749e-05 6.15935e-05 -8.8937e-05 -5.79686e-05 -8.42683e-05 -5.16685e-05 -2.60524e-05 -1.98657e-05 -0.000105465 4.94074e-07 0.000168453 -2.72193e-05 -1.49824e-05 2.77473e-06 0.000174402 -5.90286e-05 4.76169e-05 -3.96192e-05 -0.000115428
internal_weight=0 284 3445 1032 959 195 764 696 649 144 2413 2359 461 1898 273 1625 1576 406 111 295 200 233 146
internal_count=3729 284 3445 1032 959 195 764 696 649 144 2413 2359 461 1898 273 1625 1576 406 111 295 200 233 146
is_linear=0
shrinkage=0.0995203


Tree=9994
num_leaves=27
num_cat=0
split_feature=3 17 26 26 5 17 1 3 21 26 6 8 17 3 4 3 21 17 5 0 17 0 9 1 27 8
split_gain=0.00228793 0.0142561 0.000754875 0.00737136 0.000438759 0.000382352 0.00143841 0.00113177 0.000899546 0.000604128 0.000765544 0.0012379 0.000979055 0.000556139 0.000932179 0.000533365 0.00110879 0.000454824 0.000381009 0.000269915 0.000670316 0.000366182 0.000639645 0.000553265 0.000123338 0.000114361
threshold=0.081685000000000021 0.033280000000000011 0.090930000000000025 0.091570000000000026 0.51100000000000012 -0.012064999999999999 0.057265000000000017 0.11275500000000002 0.089350000000000027 0.089795000000000028 0.085285000000000014 -0.081174999999999983 0.0047200000000000011 0.092200000000000018 0.10533000000000002 0.10892000000000003 0.10384500000000002 -0.0065549999999999992 0.065520000000000023 -0.055729999999999995 -0.0071449999999999994 -0.079564999999999983 0.11408000000000003 -0.083284999999999984 0.092175000000000021 -0.090134999999999993
decision_type=2 2 2 2 2 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 5 -4 19 6 7 15 -9 10 13 12 -12 17 -15 16 -2 -7 24 21 -21 23 -23 -5 25 -1
right_child=2 -3 3 4 -6 9 -8 8 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27
leaf_value=5.880634488990699e-05 -8.4883351986518972e-05 0.001843586883184793 -0.0010904630152159377 -0.00022107660013295365 -0.00029481101214856489 0.00012836887805305395 -0.00046639742212350175 -6.2322341345689159e-05 0.00044380141696206586 -0.000296318291746883 9.9256529948073434e-05 -0.00022276872111369264 0.00051500205563596955 0.00017419304848542193 -8.9323961543366181e-05 -0.00039374630413789 0.00032247426781032004 -0.00017998701882627086 -0.00031178093600165644 0.00032341741816567981 -0.00013025206629822648 -6.5955393582539635e-05 -0.00042844912793435318 8.202817407007363e-05 0.000138927680167587 -0.00011956257818626635
leaf_weight=52 871 46 73 75 69 55 82 56 82 58 146 62 98 272 256 49 71 255 50 66 60 347 58 284 46 90
leaf_count=52 871 46 73 75 69 55 82 56 82 58 146 62 98 272 256 49 71 255 50 66 60 347 58 284 46 90
internal_value=0 0.000239099 -5.44451e-05 -0.000125865 -5.15851e-05 -2.35608e-05 -6.3165e-05 -3.31529e-05 0.000232486 1.5659e-05 3.21916e-05 0.000167157 0.000269591 -1.61148e-05 4.48768e-05 -7.097e-05 -5.33111e-05 -0.000122638 -6.75733e-05 -3.18085e-05 0.000100887 -5.47644e-05 -0.000119889 1.64251e-05 0 -4.84794e-05
internal_weight=0 284 3445 1032 959 2413 1211 1129 138 1202 1144 306 244 838 528 991 942 310 238 890 126 764 405 359 188 142
internal_count=3729 284 3445 1032 959 2413 1211 1129 138 1202 1144 306 244 838 528 991 942 310 238 890 126 764 405 359 188 142
is_linear=0
shrinkage=0.0995203


Tree=9995
num_leaves=31
num_cat=0
split_feature=2 2 9 9 9 5 1 9 1 27 21 0 10 9 2 26 18 18 8 18 8 1 1 5 1 5 5 19 3 8
split_gain=0.00188292 0.008309 0.0120978 0.000717036 0.0103651 0.000662088 0.000874017 0.00153551 0.00266562 0.000596197 0.000496731 0.000779711 0.000462398 0.000901932 0.000860007 0.000532763 0.000445764 0.00108959 0.000437919 0.000321914 0.000591394 0.000322478 0.00188185 0.000516449 0.000429922 0.000285166 0.000261163 0.000214298 0.00027826 0.000727905
threshold=-0.095649999999999999 -0.10077999999999999 0.087825000000000028 0.088325000000000028 0.088610000000000008 -0.49053999999999998 0.05340000000000001 0.11408000000000003 0.10055500000000002 0.08427500000000003 0.093685000000000032 -0.087394999999999987 0.090150000000000022 0.095415000000000014 -0.14531999999999998 0.084355000000000027 0.088635000000000019 0.090795000000000028 -0.081174999999999983 0.0048000000000000013 -0.086844999999999992 0.056790000000000014 0.10637500000000003 -0.041054999999999994 0.40780000000000011 -0.021739999999999999 -0.0070049999999999999 0.093930000000000027 0.10871500000000002 -0.090440000000000006
decision_type=2 2 2 2 2 2 2 2 2 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 16 -5 -6 10 8 -8 12 18 -12 13 15 -15 26 19 -18 -7 21 -21 23 -23 -2 -24 -25 -1 28 29 -19
right_child=3 2 -4 4 5 6 7 -9 -10 -11 11 -13 -14 14 -16 -17 17 27 -20 20 -22 22 24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00010518312942039413 0.00023566753869924803 -0.00021825508951135009 0.0019544195698042543 -0.0015362644955296515 0.00028210722145872498 3.8925848329560818e-05 -0.00039942017696291448 -0.00068464672265385735 0.00042118008140528307 0.00018877970118381913 0.00046114289747897682 0 -0.0003768473288930708 0.00050956931141008281 -6.4917323702557233e-05 4.8877471120442212e-05 0.0005360615398212939 -6.9006887935865374e-05 -0.00012624957910182809 -3.6402116879746381e-06 -0.00040713374122086415 -0.00061569010478760634 0.00015164553557672376 -0.00021400535736058678 -8.7183982418121878e-05 -1.4758564287530858e-06 -0.00040468046147304167 -0.00011978369487594327 -9.6709912755630137e-05 0.00040242739534123665
leaf_weight=59 87 46 55 49 53 226 105 60 62 87 46 180 52 46 54 67 46 63 489 90 65 60 109 68 234 885 80 84 60 62
leaf_count=59 87 46 55 49 53 226 105 60 62 87 46 180 52 46 54 67 46 63 489 90 65 60 109 68 234 885 80 84 60 62
internal_value=0 0.000141526 0.00095678 -5.82568e-05 -0.000116359 -5.87061e-05 -7.4872e-05 -0.000250682 -8.98642e-05 -4.16697e-05 -3.15909e-05 9.54624e-05 -9.99595e-05 -5.02314e-05 0.00019116 -0.000171386 -1.92561e-05 8.81278e-05 -7.28954e-05 -4.0936e-05 -0.000178129 -2.56321e-05 -0.000101273 2.89166e-06 -8.90105e-06 -1.74996e-05 -0.000283445 8.48612e-06 7.11526e-05 0.000158276
internal_weight=0 546 101 3183 1270 1221 1168 227 167 445 941 226 358 306 100 206 1913 315 715 1598 155 1443 403 1040 343 953 139 269 185 125
internal_count=3729 546 101 3183 1270 1221 1168 227 167 445 941 226 358 306 100 206 1913 315 715 1598 155 1443 403 1040 343 953 139 269 185 125
is_linear=0
shrinkage=0.0995203


Tree=9996
num_leaves=19
num_cat=0
split_feature=18 29 3 3 30 17 1 21 2 0 2 6 1 26 26 6 21 17
split_gain=0.00782343 0.00157226 0.00140448 0.00914933 0.00117856 0.000902103 0.00159704 0.000834829 0.000784495 0.000790865 0.000771695 0.00076226 0.000347694 0.000817308 0.000606217 0.000393858 0.000237275 0.000209497
threshold=0.26473000000000008 0.12951500000000005 0.084895000000000012 0.084685000000000024 0.11222000000000003 -0.031185000000000001 0.058455000000000014 0.090095000000000022 0.14153500000000005 -0.13056499999999996 0.11995000000000003 -0.06656999999999999 -0.090104999999999991 0.08709500000000002 0.088605000000000017 0.084985000000000019 0.084095000000000017 -0.091869999999999993
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 6 7 -4 10 -10 -7 -8 15 16 -15 17 -14 -1
right_child=-2 -3 4 -5 -6 8 11 -9 9 -11 -12 -13 13 14 -16 -17 -18 -19
leaf_value=6.2533257040664895e-05 -0.0011075252967551867 0.00051810178351991711 -0.0001046892073261555 -0.0013988745804177645 -0.00053219732622128879 1.7917180052504585e-05 -0.00074383372190774924 7.830472727782889e-05 0.00059576582087824163 5.7286758459261833e-05 -0.00039136507726514119 -0.00018835633691644229 -0.00015654036809547277 0.00049335770205559187 0 -0.00039214347990078915 3.778046936689822e-05 -0.00021087015089341394
leaf_weight=53 71 47 856 57 46 1504 50 342 46 75 47 58 215 46 47 63 79 52
leaf_count=53 71 47 856 57 46 1504 50 342 46 75 47 58 215 46 47 63 79 52
internal_value=0 -5.20267e-05 -5.96215e-05 -0.000197367 -3.14736e-05 -2.34642e-05 -8.5581e-05 -5.17655e-05 2.45656e-05 0.000268763 4.98687e-06 -0.000453102 -7.24941e-05 -1.82417e-05 0.000236287 -0.000192595 -0.00010154 -6.50701e-05
internal_weight=0 3683 3636 612 3024 2978 1306 1198 1672 121 1551 108 555 387 93 168 294 105
internal_count=3754 3683 3636 612 3024 2978 1306 1198 1672 121 1551 108 555 387 93 168 294 105
is_linear=0
shrinkage=0.0995203


Tree=9997
num_leaves=26
num_cat=0
split_feature=3 26 23 8 17 30 26 3 3 9 8 3 0 0 3 17 1 9 17 21 21 1 26 1 0
split_gain=0.00194459 0.00505868 0.00165156 0.00138325 0.0095721 0.00106147 0.000689487 0.000626377 0.00066393 0.000626307 0.000593923 0.000565637 0.000522944 0.00049185 0.000898852 0.00206997 0.0006689 0.000814764 0.000484554 0.000423132 0.000630936 0.000377537 0.00025436 0.0002298 0.000133506
threshold=0.090050000000000033 0.10665000000000002 -0.022119999999999997 -0.091914999999999983 0.064745000000000011 0.11901000000000002 0.086420000000000011 0.08844500000000001 0.089005000000000015 0.089255000000000015 -0.085814999999999989 0.090435000000000029 -0.084665000000000004 -0.081909999999999997 0.092200000000000018 -0.040589999999999994 -0.013384999999999999 0.09007500000000003 -0.0030799999999999998 0.090000000000000011 0.087235000000000021 0.058455000000000014 0.12236500000000003 -0.080349999999999991 -0.096019999999999994
decision_type=2 2 2 2 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 23 11 7 19 -9 10 18 -4 -12 16 15 -15 17 -13 -8 20 -5 -16 -18 -1 -25
right_child=2 -3 5 6 -6 -7 9 8 -10 -11 12 13 -14 14 21 -17 22 -19 -20 -21 -22 -23 -24 24 -26
leaf_value=-0.00012636599184478442 0.00044055841145080552 -0.000952926217145322 0.00029112847484407897 -8.5458730021185721e-05 -0.0015250420019813106 -0.0004932838955007705 7.8126730508419533e-05 -0.00061522656111890207 -8.548572619790697e-05 -0.00032642973198025374 -0.00017372873640737399 0.00040182106672780277 8.4360986829092941e-05 -0.00070425457448418589 -4.5941394974752475e-06 0.00013441211664825983 -2.4219190027340536e-05 -5.7760665378013601e-05 0.00046677494234357637 0.0001316580120705367 -0.00046755555157568642 -0.00017446714501388464 0.00018911603016306982 -7.5747415889196637e-06 0.00019961353442915039
leaf_weight=88 80 74 60 545 52 46 96 51 51 46 129 98 193 64 890 51 584 58 53 73 48 154 61 54 55
leaf_count=88 80 74 60 545 52 46 96 51 51 46 129 98 193 64 890 51 584 58 53 73 48 154 61 54 55
internal_value=0 -0.000147819 -2.67114e-06 -0.000108447 -0.000323981 -2.02302e-05 -6.60447e-05 -0.000126016 -0.000358382 2.14587e-05 5.71731e-05 -9.05241e-06 -1.64929e-05 -1.86593e-05 -6.03906e-05 -0.000325206 4.07014e-05 0.000225703 0.000221865 -8.91992e-05 -0.000117768 -3.04362e-05 -2.7741e-06 -2.79439e-06 8.94595e-05
internal_weight=0 1608 2146 1534 249 2066 1285 768 102 517 471 2020 322 1960 1159 115 801 156 149 666 593 1044 645 197 109
internal_count=3754 1608 2146 1534 249 2066 1285 768 102 517 471 2020 322 1960 1159 115 801 156 149 666 593 1044 645 197 109
is_linear=0
shrinkage=0.0995203


Tree=9998
num_leaves=20
num_cat=0
split_feature=18 26 5 5 9 26 0 26 26 26 26 0 20 9 18 9 6 20 21
split_gain=0.00632696 0.00140963 0.000859232 0.0119865 0.0014053 0.000602347 0.000425801 0.000555679 0.000452206 0.00120345 0.00064475 0.000425296 0.000418172 0.00038722 0.00163001 0.000590867 0.000283732 0.000276231 0.000147524
threshold=0.26473000000000008 0.5128250000000002 -0.093384999999999982 -0.096354999999999996 0.15091000000000004 0.09414500000000002 -0.1021 0.086255000000000012 0.092180000000000026 0.091195000000000012 0.093175000000000022 -0.061654999999999995 -0.0022699999999999999 0.098465000000000011 -0.060544999999999995 0.084595000000000017 -0.101065 -0.089994999999999992 0.084095000000000017
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 11 12 13 9 -9 -10 -1 17 15 -15 -8 -7 -4 -14
right_child=-2 -3 6 -5 -6 16 7 8 10 -11 -12 -13 18 14 -16 -17 -18 -19 -20
leaf_value=-7.6575478203378999e-05 -0.00098972620452829991 0.0004775917419672019 7.0848524813403425e-06 -0.0014796585567460067 -0.00056964025482971359 3.1380664369958273e-05 -3.8725063432891168e-05 1.8517956130693593e-05 -0.00038183951269323891 0.00044294749722719763 -1.8656891505433944e-05 0.00014584109296169635 -0.00011207632331429464 -0.00027120948814586868 0.00047216124458121495 -0.0002000508754108382 0.00033158535730974762 0.00032357774630317754 0.00010135768977149109
leaf_weight=574 71 51 47 61 46 70 543 608 53 75 648 98 80 60 56 404 68 90 51
leaf_count=574 71 51 47 61 46 70 543 608 53 75 648 98 80 60 56 404 68 90 51
internal_value=0 -4.05253e-05 -4.8026e-05 -0.000131474 -3.44435e-05 -3.03895e-06 -1.95397e-05 -3.28343e-05 8.18945e-06 6.6323e-05 -4.72836e-05 -4.29215e-05 9.87939e-05 -8.70164e-05 8.06021e-05 -0.000108413 0.00018524 0.000220975 -2.27346e-05
internal_weight=0 3683 3632 917 856 810 2715 2447 1384 683 701 672 268 1063 116 947 138 137 131
internal_count=3754 3683 3632 917 856 810 2715 2447 1384 683 701 672 268 1063 116 947 138 137 131
is_linear=0
shrinkage=0.0995203


Tree=9999
num_leaves=13
num_cat=0
split_feature=18 29 3 18 30 1 17 17 5 6 29 2
split_gain=0.00512997 0.00130402 0.000983299 0.007956 0.000886202 0.00081918 0.00108864 0.000637852 0.000191678 0.000390612 0.000243293 0.000260541
threshold=0.26473000000000008 0.12951500000000005 0.084895000000000012 0.088735000000000022 0.11222000000000003 -0.50954999999999984 -0.56005499999999986 -0.031185000000000001 -0.0031649999999999998 0.041585000000000011 -0.082294999999999993 -0.086304999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -4 -7 -8 10 -10 -1 -12
right_child=-2 -3 4 -5 -6 6 7 -9 9 -11 11 -13
leaf_value=-0.00021999138074982701 -0.00089122840509902517 0.00048297492543680754 0.00031122092649271389 -0.001247440328575431 -0.00045379981058861469 -0.00041833229479352671 -6.727673898997983e-05 2.8148574428447201e-05 0 -0.00037805725567727964 -7.3858540788567312e-05 8.9046582331796608e-05
leaf_weight=48 71 47 75 60 46 67 1196 1640 66 46 169 223
leaf_count=48 71 47 75 60 46 67 1196 1640 66 46 169 223
internal_value=0 -3.64479e-05 -4.33873e-05 -0.000158622 -1.97952e-05 -1.28165e-05 -2.14701e-05 -1.18056e-05 -3.87892e-05 -0.000155435 -7.23705e-06 1.67262e-05
internal_weight=0 3683 3636 612 3024 2978 2903 2836 552 112 440 392
internal_count=3754 3683 3636 612 3024 2978 2903 2836 552 112 440 392
is_linear=0
shrinkage=0.0995203


end of trees

feature_importances:
Column_3=16329
Column_0=12860
Column_2=12805
Column_17=12345
Column_9=12299
Column_18=11422
Column_1=11363
Column_5=11240
Column_8=11190
Column_26=10580
Column_6=10205
Column_4=7947
Column_20=7125
Column_21=6278
Column_10=2878
Column_19=2311
Column_27=2163
Column_29=1790
Column_7=1673
Column_11=1274
Column_28=1002
Column_22=946
Column_30=937
Column_23=756
Column_12=722
Column_24=599
Column_36=454
Column_35=343
Column_38=308
Column_25=299
Column_13=195
Column_31=53
Column_39=23

parameters:
[boosting: gbdt]
[objective: regression]
[metric: l1,rmse]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 10000]
[learning_rate: 0.0995203]
[num_leaves: 458]
[num_threads: 0]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 7]
[min_data_in_leaf: 46]
[min_sum_hessian_in_leaf: 0.00421935]
[bagging_fraction: 0.956862]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 4]
[bagging_seed: 400]
[feature_fraction: 0.763531]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0.00822572]
[lambda_l2: 4.76129e-05]
[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]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 320]
[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]
[parser_config_file: ]
[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: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:null
